diff --git a/.devcontainer/Dockerfile b/.devcontainer/Dockerfile new file mode 100644 index 0000000..13806a8 --- /dev/null +++ b/.devcontainer/Dockerfile @@ -0,0 +1,51 @@ +#------------------------------------------------------------------------------------------------------------- +# Copyright (c) Microsoft Corporation. All rights reserved. +# Licensed under the MIT License. See https://go.microsoft.com/fwlink/?linkid=2090316 for license information. +#------------------------------------------------------------------------------------------------------------- + +FROM continuumio/miniconda3 + +# Avoid warnings by switching to noninteractive +ENV DEBIAN_FRONTEND=noninteractive + +# This Dockerfile adds a non-root user with sudo access. Use the "remoteUser" +# property in devcontainer.json to use it. On Linux, the container user's GID/UIDs +# will be updated to match your local UID/GID (when using the dockerFile property). +# See https://aka.ms/vscode-remote/containers/non-root-user for details. +ARG USERNAME=vscode +ARG USER_UID=1000 +ARG USER_GID=$USER_UID + +# Copy environment.yml (if found) to a temp locaition so we update the environment. Also +# copy "noop.txt" so the COPY instruction does not fail if no environment.yml exists. +COPY binder/environment.yml* .devcontainer/noop.txt /tmp/conda-tmp/ + +# Configure apt and install packages +RUN apt-get update \ + && apt-get -y install --no-install-recommends apt-utils dialog 2>&1 \ + # + # Verify git, process tools, lsb-release (common in install instructions for CLIs) installed + && apt-get -y install git openssh-client less iproute2 procps iproute2 lsb-release \ + # + # Install pylint + && /opt/conda/bin/pip install pylint \ + # + # Update Python environment based on environment.yml (if present) + && if [ -f "/tmp/conda-tmp/environment.yml" ]; then /opt/conda/bin/conda env update -n base -f /tmp/conda-tmp/environment.yml; fi \ + && rm -rf /tmp/conda-tmp \ + # + # Create a non-root user to use if preferred - see https://aka.ms/vscode-remote/containers/non-root-user. + && groupadd --gid $USER_GID $USERNAME \ + && useradd -s /bin/bash --uid $USER_UID --gid $USER_GID -m $USERNAME \ + # [Optional] Add sudo support for the non-root user + && apt-get install -y sudo \ + && echo $USERNAME ALL=\(root\) NOPASSWD:ALL > /etc/sudoers.d/$USERNAME\ + && chmod 0440 /etc/sudoers.d/$USERNAME \ + # + # Clean up + && apt-get autoremove -y \ + && apt-get clean -y \ + && rm -rf /var/lib/apt/lists/* + +# Switch back to dialog for any ad-hoc use of apt-get +ENV DEBIAN_FRONTEND=dialog diff --git a/.devcontainer/devcontainer.json b/.devcontainer/devcontainer.json new file mode 100644 index 0000000..cec335a --- /dev/null +++ b/.devcontainer/devcontainer.json @@ -0,0 +1,32 @@ +// For format details, see https://aka.ms/vscode-remote/devcontainer.json or this file's README at: +// https://github.com/microsoft/vscode-dev-containers/tree/v0.117.1/containers/python-3-miniconda +{ + "name": "Python 3 - Miniconda", + "context": "..", + "dockerFile": "Dockerfile", + // Set *default* container specific settings.json values on container create. + "settings": { + "terminal.integrated.shell.linux": "/bin/bash", + "python.pythonPath": "/opt/conda/bin/python", + "python.linting.enabled": true, + "python.linting.pylintEnabled": true, + "python.linting.pylintPath": "/opt/conda/bin/pylint" + }, + // Add the IDs of extensions you want installed when the container is created. + "extensions": [ + "ms-python.python" + ], + // Use 'forwardPorts' to make a list of ports inside the container available locally. + "forwardPorts": [ + 5959, + 8000, + 8888, + 8889, + 8890, + 8891, + ], + // Use 'postCreateCommand' to run commands after the container is created. + // "postCreateCommand": "python --version", + // Uncomment to connect as a non-root user. See https://aka.ms/vscode-remote/containers/non-root. + // "remoteUser": "vscode" +} diff --git a/.devcontainer/noop.txt b/.devcontainer/noop.txt new file mode 100644 index 0000000..82122ed --- /dev/null +++ b/.devcontainer/noop.txt @@ -0,0 +1,3 @@ +This file is copied into the container along with environment.yml* from the +parent folder. This is done to prevent the Dockerfile COPY instruction from +failing if no environment.yml is found. diff --git a/.gitignore b/.gitignore index 55b69bc..494767b 100644 --- a/.gitignore +++ b/.gitignore @@ -1,6 +1,3 @@ -# Custom -docs/* - # Byte-compiled / optimized / DLL files __pycache__/ *.py[cod] @@ -102,3 +99,7 @@ ENV/ # mypy .mypy_cache/ + +# Custom +*.md.tmp +.vscode/* diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml new file mode 100644 index 0000000..f11aa04 --- /dev/null +++ b/.pre-commit-config.yaml @@ -0,0 +1,19 @@ +# See https://pre-commit.com for more information +# See https://pre-commit.com/hooks.html for more hooks +repos: +- repo: https://github.com/pre-commit/pre-commit-hooks + rev: v2.4.0 + hooks: + - id: trailing-whitespace + - id: end-of-file-fixer + - id: check-yaml + - id: check-added-large-files +- repo: https://github.com/kynan/nbstripout + rev: master + hooks: + - id: nbstripout + files: ".ipynb" +- repo: https://github.com/psf/black + rev: stable + hooks: + - id: black diff --git a/README.md b/README.md index 073e467..7382a92 100644 --- a/README.md +++ b/README.md @@ -1,17 +1,30 @@ -[![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/ericmjl/bayesian-stats-modelling-tutorial/master) +If you're taking this tutorial at SciPy 2022, please pull the repository 9am CT the day of the tutorial to make sure that you have the most recent version! # bayesian-stats-modelling-tutorial -How to do Bayesian statistical modelling using numpy and PyMC3 +[![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/ericmjl/bayesian-stats-modelling-tutorial/master) + +How to do Bayesian statistical modelling using numpy and PyMC3. + +# for conference tutorial attendees + +If you're looking for the material for a specific conference tutorial, navigate to the notebooks directory and look for a subdirectory for the conference you're interested. For example, `notebooks/ODSC-East-2020-04-14` contains the material for [Hugo's ODSC East tutorial on April 14, 2020](https://odsc.com/speakers/bayesian-data-science-probabilistic-programming/). # getting started To get started, first identify whether you: -1. Prefer to use the `conda` package manager (which ships with the Anaconda distribution of Python), or if you -2. prefer to use `pipenv`, which is a package authored by Kenneth Reitz for package management with `pip` and `virtualenv`, or if you -3. Do not want to mess around with dev-ops. -4. Only want to view the website version of the notebooks. +- Would like to run the tutorial material on servers hosted elsewhere, to avoid installation, +- Prefer to use the `conda` package manager (which ships with the Anaconda distribution of Python), +- Prefer to use `pipenv`, which is a package authored by Kenneth Reitz for package management with `pip` and `virtualenv`, or +- Only want to view the website version of the notebooks. + + +## To run the tutorial material on servers elsewhere + +[![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/ericmjl/bayesian-stats-modelling-tutorial/master) + +To do this, click on the [Binder](https://mybinder.readthedocs.io/en/latest/) badge above. This will spin up the necessary computational environment for you so you can write and execute Python code from the comfort of your browser. It is a free service. Due to this, the resources are not guaranteed, though they usually work well. If you want as close to a guarantee as possible, follow the instructions below to set up your computational environment locally (that is, on your own computer). ## 1. Clone the repository locally @@ -21,23 +34,23 @@ In your terminal, use `git` to clone the repository locally. git clone https://github.com/ericmjl/bayesian-stats-modelling-tutorial ``` -Alternatively, you can download the zip file of the repository at the top of the main page of the repository. +Alternatively, you can download the zip file of the repository at the top of the main page of the repository. If you prefer not to use git or don't have experience with it, this a good option. ## 2. Download Anaconda (if you haven't already) -If you do not already have the [Anaconda distribution](https://www.anaconda.com/download/) of Python 3, -go get it -(note: you can also set up your project environment w/out Anaconda using `pip` to install the required packages; +If you do not already have the [Anaconda distribution](https://www.anaconda.com/download/) of Python 3, +go get it +(note: you can also set up your project environment w/out Anaconda using `pip` to install the required packages; however Anaconda is great for Data Science and we encourage you to use it). ## 3. Set up your environment ### 3a. `conda` users -If this is the first time you're setting up your compute environment, -use the `conda` package manager -to **install all the necessary packages** +If this is the first time you're setting up your compute environment, +use the `conda` package manager +to **install all the necessary packages** from the provided `environment.yml` file. ```bash @@ -64,7 +77,7 @@ conda env update -f binder/environment.yml ### 3b. `pip` users -Please install all of the packages listed in the `environment.yml` file manually. +Please install all of the packages listed in the `environment.yml` file manually. An example command would be: ```bash @@ -80,9 +93,15 @@ If you don't want to mess around with dev-ops, click the following badge to get ### 4a. Open your Jupyter notebook -In the terminal, execute `jupyter notebook`. +1. You will have to install a new IPython kernelspec if you created a new conda environment with `binder/environment.yml`. + + python -m ipykernel install --user --name bayesian-modelling-tutorial --display-name "Python (bayesian-modelling-tutorial)" + +You can change the `--display-name` to anything you want, though if you leave it out, the kernel's display name will default to the value passed to the `--name` flag. + +2. In the terminal, execute `jupyter notebook`. -Navigate to the notebooks directory +Navigate to the notebooks directory and open the notebook `01-Student-Probability_a_simulated_introduction.ipynb`. ### 4b. Open your Jupyter notebook in Jupyter Lab! @@ -90,10 +109,10 @@ and open the notebook `01-Student-Probability_a_simulated_introduction.ipynb`. In the terminal, execute `jupyter lab`. -Navigate to the notebooks directory +Navigate to the notebooks directory and open the notebook `01-Student-Probability_a_simulated_introduction.ipynb`. -Now, if you're using Jupyter lab, for Notebook 2, you'll need to get ipywidgets working. +Now, if you're using Jupyter lab, for Notebook 2, you'll need to get ipywidgets working. The documentation is [here](https://ipywidgets.readthedocs.io/en/latest/user_install.html#installing-the-jupyterlab-extension). In short, you'll need node installed & you'll need to run the following in your terminal: @@ -106,7 +125,7 @@ Launch Binder using the button at the top of this README.md. Voila! ### 4d. Want to view static HTML notebooks -If you're interested in only viewing the static HTML versions of the notebooks, +If you're interested in only viewing the static HTML versions of the notebooks, the links are provided below: Part 1: Bayesian Data Science by Simulation @@ -126,19 +145,19 @@ Part 2: Bayesian Data Science by Probabilistic Programming # Acknowledgements -Development of this type of material is almost always a result of years of discussions between members of a community. -We'd like to thank the community and to mention several people who have played pivotal roles in our understanding the the material: -Michael Betancourt, -Justin Bois, -Allen Downey, -Chris Fonnesbeck, -Jake VanderPlas. +Development of this type of material is almost always a result of years of discussions between members of a community. +We'd like to thank the community and to mention several people who have played pivotal roles in our understanding the the material: +Michael Betancourt, +Justin Bois, +Allen Downey, +Chris Fonnesbeck, +Jake VanderPlas. Also, Andrew Gelman rocks! # Feedback -Please leave feedback for us [here](https://ericma1.typeform.com/to/j88n8P)! +Please leave feedback for us [here](https://ericma1.typeform.com/to/j88n8P)! We'll use this information to help improve the teaching and delivery of the material. # data credits @@ -150,6 +169,7 @@ Please see individual notebooks for dataset attribution. Further reading resources that are not specifically tied to any notebooks. - [Visualization in Bayesian workflow](https://arxiv.org/abs/1709.01449) -- [PyMC3 examples gallery](http://docs.pymc.io/examples.html) +- [PyMC3 examples gallery](https://docs.pymc.io/nb_examples/index.html) - [Bayesian Analysis Recipes](https://github.com/ericmjl/bayesian-analysis-recipes) -- [Communicating uncertainty about facts, numbers and science](https://royalsocietypublishing.org/doi/full/10.1098/rsos.181870) \ No newline at end of file +- [Communicating uncertainty about facts, numbers and science](https://royalsocietypublishing.org/doi/full/10.1098/rsos.181870) +- [Bernoulli's Fallacy by Aubrey Clayton](https://cup.columbia.edu/book/bernoullis-fallacy/9780231199940) diff --git a/binder/environment.yml b/binder/environment.yml index 7f59231..8144940 100644 --- a/binder/environment.yml +++ b/binder/environment.yml @@ -5,32 +5,44 @@ channels: - anaconda - ericmjl dependencies: -- python=3.7 -- jupyter=1.0.0 -- pymc3=3.7 -- pip=19.2.3 -- seaborn=0.9.0 -- matplotlib=3.1.1 -- numpy=1.16.4 -- scipy=1.3.1 -- pandas=0.25.1 -- jupyterlab=1.0.9 -- tqdm=4.35.0 -- missingno=0.4.2 -- scikit-learn=0.21.3 -- cython=0.29.13 -- nodejs=12.8.1 -- pyjanitor=0.18.1 -- xarray=0.12.3 -- pandoc=2.7.3 -- black=19.3b0 -- nbstripout=0.3.6 -- pylint=2.3.1 -- arviz=0.4.1 -- theano=1.0.4 -- ipykernel=5.1.2 -- hvplot=0.4.0 -- bokeh=1.3.4 -- holoviews=1.12.5 -- mkl=2019.4 -- mkl-service=2.2.0 +- python>=3.8 +- jupyter +- jupyterlab>=3.0 +- pymc=4.0 +- pip +- seaborn +- matplotlib +- numpy +- scipy +- pandas +- tqdm +- missingno +- scikit-learn +- nodejs +- pyjanitor +- xarray +- pandoc +- black +- nbstripout +- pylint +- arviz +- theano +- ipykernel +- hvplot +- bokeh +- holoviews +- mkl +- mkl-service +- pre-commit +- networkx +- mamba +- "python-graphviz" +- pyprojroot +- faker +- pip: + - mkdocs + - mkdocs-material + - mknotebooks + - daft + - gapminder + # Need to add pip install from github for repo, so solutions can be executed. \ No newline at end of file diff --git a/data/.gitignore b/data/.gitignore new file mode 100644 index 0000000..31167e8 --- /dev/null +++ b/data/.gitignore @@ -0,0 +1 @@ +ice_cream_shop_hierarchical_posterior.nc diff --git a/data/Batting.csv b/data/Batting.csv new file mode 100644 index 0000000..b90217c --- /dev/null +++ b/data/Batting.csv @@ -0,0 +1,108790 @@ +playerID,yearID,stint,teamID,lgID,G,AB,R,H,2B,3B,HR,RBI,SB,CS,BB,SO,IBB,HBP,SH,SF,GIDP +abercda01,1871,1,TRO,NA,1,4,0,0,0,0,0,0,0,0,0,0,,,,,0 +addybo01,1871,1,RC1,NA,25,118,30,32,6,0,0,13,8,1,4,0,,,,,0 +allisar01,1871,1,CL1,NA,29,137,28,40,4,5,0,19,3,1,2,5,,,,,1 +allisdo01,1871,1,WS3,NA,27,133,28,44,10,2,2,27,1,1,0,2,,,,,0 +ansonca01,1871,1,RC1,NA,25,120,29,39,11,3,0,16,6,2,2,1,,,,,0 +armstbo01,1871,1,FW1,NA,12,49,9,11,2,1,0,5,0,1,0,1,,,,,0 +barkeal01,1871,1,RC1,NA,1,4,0,1,0,0,0,2,0,0,1,0,,,,,0 +barnero01,1871,1,BS1,NA,31,157,66,63,10,9,0,34,11,6,13,1,,,,,1 +barrebi01,1871,1,FW1,NA,1,5,1,1,1,0,0,1,0,0,0,0,,,,,0 +barrofr01,1871,1,BS1,NA,18,86,13,13,2,1,0,11,1,0,0,0,,,,,0 +bassjo01,1871,1,CL1,NA,22,89,18,27,1,10,3,18,0,1,3,4,,,,,0 +battijo01,1871,1,CL1,NA,1,3,0,0,0,0,0,0,0,0,1,0,,,,,0 +bealsto01,1871,1,WS3,NA,10,36,6,7,0,0,0,1,2,0,2,0,,,,,2 +beaveed01,1871,1,TRO,NA,3,15,7,6,0,0,0,5,2,0,0,0,,,,,0 +bechtge01,1871,1,PH1,NA,20,94,24,33,9,1,1,21,4,0,2,2,,,,,1 +bellast01,1871,1,TRO,NA,29,128,26,32,3,3,0,23,4,4,9,2,,,,,2 +berkena01,1871,1,PH1,NA,1,4,0,0,0,0,0,0,0,0,0,3,,,,,0 +berryto01,1871,1,PH1,NA,1,4,0,1,0,0,0,0,0,0,0,0,,,,,0 +berthha01,1871,1,WS3,NA,17,73,17,17,1,1,0,8,3,1,4,2,,,,,0 +biermch01,1871,1,FW1,NA,1,2,0,0,0,0,0,0,0,0,1,0,,,,,0 +birdge01,1871,1,RC1,NA,25,106,19,28,2,5,0,13,1,0,3,2,,,,,3 +birdsda01,1871,1,BS1,NA,29,152,51,46,3,3,0,24,6,0,4,4,,,,,1 +brainas01,1871,1,WS3,NA,30,134,24,30,4,0,0,21,4,0,7,2,,,,,1 +brannmi01,1871,1,CH1,NA,3,14,2,1,0,0,0,0,0,0,0,0,,,,,0 +burrohe01,1871,1,WS3,NA,12,63,11,15,2,3,1,14,0,0,1,1,,,,,0 +careyto01,1871,1,FW1,NA,19,87,16,20,2,0,0,10,5,0,2,1,,,,,0 +carleji01,1871,1,CL1,NA,29,127,31,32,8,1,0,18,2,1,8,3,,,,,3 +conefr01,1871,1,BS1,NA,19,77,17,20,3,1,0,16,12,1,8,2,,,,,1 +connone01,1871,1,TRO,NA,7,33,6,7,0,0,0,2,0,0,0,0,,,,,0 +cravebi01,1871,1,TRO,NA,27,118,26,38,8,1,0,26,6,3,3,0,,,,,3 +cuthbne01,1871,1,PH1,NA,28,150,47,37,7,5,3,30,16,2,10,2,,,,,1 +deaneha01,1871,1,FW1,NA,6,22,3,4,0,1,0,2,0,0,2,0,,,,,0 +donnepe01,1871,1,FW1,NA,9,34,7,7,1,1,0,3,0,0,1,2,,,,,0 +duffyed01,1871,1,CH1,NA,26,121,30,28,5,0,0,15,11,4,3,2,,,,,0 +eggleda01,1871,1,NY2,NA,33,147,37,47,7,3,0,18,14,3,4,3,,,,,0 +ewellge01,1871,1,CL1,NA,1,3,0,0,0,0,0,0,0,0,0,0,,,,,0 +fergubo01,1871,1,NY2,NA,33,158,30,38,6,1,0,25,4,4,3,2,,,,,0 +fishech01,1871,1,RC1,NA,25,123,24,28,3,3,1,22,1,2,3,1,,,,,2 +fislewe01,1871,1,PH1,NA,28,147,43,41,8,2,0,16,6,3,3,2,,,,,1 +fleetfr01,1871,1,NY2,NA,1,6,1,2,0,0,0,1,0,0,0,0,,,,,0 +flowedi01,1871,1,TRO,NA,21,105,39,33,5,4,0,18,8,2,4,0,,,,,0 +flynncl01,1871,1,TRO,NA,29,142,43,48,6,1,0,27,3,3,4,2,,,,,1 +foleyto01,1871,1,CH1,NA,18,84,18,22,3,1,0,13,1,4,3,2,,,,,0 +foranji01,1871,1,FW1,NA,19,89,21,31,1,3,1,18,1,0,2,1,,,,,2 +forceda01,1871,1,WS3,NA,32,162,45,45,9,4,0,29,8,0,4,0,,,,,1 +fulmech01,1871,1,RC1,NA,16,63,11,17,1,3,0,3,0,0,5,1,,,,,0 +glennjo01,1871,1,WS3,NA,26,120,25,37,3,2,0,21,1,1,3,1,,,,,2 +goldswa01,1871,1,FW1,NA,19,88,8,18,1,0,0,12,0,0,4,2,,,,,0 +gouldch01,1871,1,BS1,NA,31,151,38,43,9,2,2,32,6,2,3,1,,,,,1 +hallge01,1871,1,WS3,NA,32,136,31,40,3,3,2,17,2,1,8,0,,,,,0 +halliji01,1871,1,FW1,NA,5,25,7,5,0,0,0,2,1,1,2,0,,,,,0 +hamra01,1871,1,RC1,NA,25,113,25,28,4,0,0,12,6,2,1,7,,,,,0 +hastisc01,1871,1,RC1,NA,25,118,27,30,6,4,0,20,11,2,2,4,,,,,0 +hatfijo01,1871,1,NY2,NA,33,168,41,43,3,2,0,22,10,3,4,0,,,,,0 +heubege01,1871,1,PH1,NA,17,75,18,23,4,2,0,13,1,0,2,0,,,,,0 +highadi01,1871,1,NY2,NA,21,94,21,34,3,1,0,9,3,2,2,0,,,,,0 +hodesch01,1871,1,CH1,NA,28,130,32,36,4,1,2,25,3,0,7,0,,,,,0 +jackssa01,1871,1,BS1,NA,16,76,17,17,5,3,0,11,0,1,1,4,,,,,1 +johnsca01,1871,1,CL1,NA,16,67,10,15,1,0,0,7,1,0,0,1,,,,,0 +kellybi01,1871,1,FW1,NA,18,67,16,15,1,1,0,7,0,0,6,1,,,,,0 +kimbage01,1871,1,CL1,NA,29,131,18,25,1,0,0,9,5,1,3,2,,,,,2 +kingma01,1871,1,CH1,NA,20,101,23,21,1,0,2,16,5,0,8,1,,,,,0 +kingst01,1871,1,TRO,NA,29,144,45,57,10,6,0,34,3,3,1,1,,,,,0 +kohlehe01,1871,1,FW1,NA,3,12,0,2,1,0,0,1,0,0,0,0,,,,,0 +lennobi01,1871,1,FW1,NA,12,48,5,11,3,0,0,5,1,0,1,0,,,,,1 +leonaan01,1871,1,WS3,NA,31,148,33,43,8,3,0,30,14,3,3,1,,,,,2 +mackde01,1871,1,RC1,NA,25,122,34,30,7,1,0,17,12,0,8,7,,,,,0 +malonfe01,1871,1,PH1,NA,27,134,33,46,7,1,1,33,9,3,9,4,,,,,1 +mathebo01,1871,1,FW1,NA,19,89,15,24,3,1,0,10,2,1,2,0,,,,,1 +mcatebu01,1871,1,CH1,NA,26,135,34,37,8,2,0,10,5,3,5,2,,,,,2 +mcbridi01,1871,1,PH1,NA,25,132,36,31,3,0,0,17,4,0,7,1,,,,,1 +mcderjo01,1871,1,FW1,NA,2,8,3,2,0,0,0,1,1,0,1,1,,,,,0 +mcgeami01,1871,1,TRO,NA,29,148,42,39,4,0,0,12,20,4,6,0,,,,,0 +mcmuljo01,1871,1,TRO,NA,29,136,38,38,0,5,0,32,11,1,8,6,,,,,2 +mcveyca01,1871,1,BS1,NA,29,153,43,66,9,5,0,43,6,0,1,2,,,,,0 +meyerle01,1871,1,PH1,NA,26,130,45,64,9,3,4,40,4,0,2,1,,,,,0 +millsch01,1871,1,NY2,NA,32,146,27,36,4,3,0,22,2,0,1,0,,,,,3 +millsev01,1871,1,WS3,NA,32,157,38,43,6,4,1,24,2,3,3,1,,,,,2 +minched01,1871,1,FW1,NA,9,36,4,8,0,0,0,5,1,0,0,0,,,,,0 +nortofr01,1871,1,WS3,NA,1,1,0,0,0,0,0,0,0,0,0,1,,,,,0 +paborch01,1871,1,CL1,NA,29,142,24,42,2,4,0,18,1,0,1,3,,,,,2 +patteda01,1871,1,NY2,NA,32,151,31,31,2,0,0,13,2,1,1,0,,,,,3 +pearcdi01,1871,1,NY2,NA,33,163,31,44,5,0,0,20,0,0,4,1,,,,,1 +phelpne01,1871,1,FW1,NA,1,3,0,0,0,0,0,0,0,0,1,0,,,,,0 +pikeli01,1871,1,TRO,NA,28,130,43,49,10,7,4,39,3,2,5,7,,,,,2 +pinkhed01,1871,1,CH1,NA,24,95,27,25,5,5,1,17,5,2,18,3,,,,,1 +prattal01,1871,1,CL1,NA,29,130,31,34,6,8,0,20,1,0,1,0,,,,,2 +prattto01,1871,1,PH1,NA,1,6,2,2,0,0,0,1,0,0,0,0,,,,,0 +questjo01,1871,1,CL1,NA,3,13,1,3,1,0,0,2,0,0,1,0,,,,,0 +quinnpa02,1871,1,FW1,NA,5,17,8,4,0,0,0,2,3,1,4,0,,,,,0 +radcljo01,1871,1,PH1,NA,28,145,47,44,7,5,0,22,5,1,6,1,,,,,3 +reachal01,1871,1,PH1,NA,26,133,43,47,7,6,0,34,2,0,5,6,,,,,0 +sagerpo01,1871,1,RC1,NA,8,39,9,11,0,0,0,5,5,1,2,2,,,,,1 +schafha01,1871,1,BS1,NA,31,149,38,42,7,5,0,28,13,4,3,1,,,,,2 +selmafr01,1871,1,FW1,NA,14,65,14,15,3,0,1,10,1,0,4,0,,,,,0 +senseco01,1871,1,PH1,NA,25,127,38,41,5,2,0,23,5,3,0,1,,,,,0 +simmojo01,1871,1,CH1,NA,27,129,29,28,6,1,0,17,4,1,1,0,,,,,2 +smithch01,1871,1,NY2,NA,14,72,15,19,2,1,0,5,6,0,1,1,,,,,0 +spaldal01,1871,1,BS1,NA,31,144,43,39,10,1,1,31,2,0,8,1,,,,,0 +startjo01,1871,1,NY2,NA,33,161,35,58,5,1,1,34,4,2,3,0,,,,,0 +stearbi01,1871,1,WS3,NA,2,9,1,0,0,0,0,1,0,0,2,2,,,,,0 +stirega01,1871,1,RC1,NA,25,110,23,30,4,6,2,24,3,0,7,5,,,,,2 +suttoez01,1871,1,CL1,NA,29,128,35,45,3,7,3,23,3,1,1,0,,,,,1 +sweasch01,1871,1,WS3,NA,5,19,5,4,1,0,0,4,0,0,1,0,,,,,0 +treacfr01,1871,1,CH1,NA,25,124,39,42,7,5,4,33,13,5,2,5,,,,,1 +waterfr01,1871,1,WS3,NA,32,158,46,50,7,4,0,17,11,3,10,0,,,,,1 +whitede01,1871,1,CL1,NA,29,146,40,47,6,5,1,21,2,2,4,1,,,,,0 +whiteel01,1871,1,CL1,NA,15,70,13,18,2,0,0,9,0,1,1,6,,,,,1 +whitewa01,1871,1,WS3,NA,1,4,0,0,0,0,0,0,0,0,0,0,,,,,0 +woltery01,1871,1,NY2,NA,32,138,33,51,6,9,0,44,1,0,10,8,,,,,0 +woodji01,1871,1,CH1,NA,28,135,45,51,10,6,1,29,18,2,11,3,,,,,0 +wrighge01,1871,1,BS1,NA,16,80,33,33,7,5,0,11,9,1,6,1,,,,,1 +wrighha01,1871,1,BS1,NA,31,147,42,44,5,2,0,26,7,1,13,2,,,,,0 +yorkto01,1871,1,TRO,NA,29,145,36,37,5,7,2,23,2,2,9,1,,,,,0 +zettlge01,1871,1,CH1,NA,28,128,23,32,3,0,0,18,4,0,2,4,,,,,0 +allenha01,1872,1,MID,NA,17,70,9,19,3,0,0,11,0,0,0,1,,,,,0 +allisan01,1872,1,BR1,NA,22,92,9,15,2,0,0,10,0,0,1,2,,,,,0 +allisar01,1872,1,CL1,NA,19,87,13,23,4,0,0,8,0,0,0,2,,,,,1 +allisbi01,1872,1,BR1,NA,6,21,5,3,0,0,0,1,0,0,0,2,,,,,1 +allisdo01,1872,1,TRO,NA,23,114,23,35,4,2,0,20,1,1,1,3,,,,,2 +allisdo01,1872,2,BR1,NA,18,83,18,28,2,1,0,4,0,0,1,5,,,,,0 +ansonca01,1872,1,PH1,NA,46,217,60,90,10,7,0,48,6,6,16,3,,,,,2 +arnolbi01,1872,1,MID,NA,2,7,2,1,0,0,0,0,1,0,0,0,,,,,0 +barloto01,1872,1,BR2,NA,37,171,34,54,1,0,0,8,7,5,3,2,,,,,0 +barnero01,1872,1,BS1,NA,45,230,81,99,28,2,1,44,12,2,9,4,,,,,3 +barre01,1872,1,BR2,NA,8,34,6,7,1,0,0,2,1,0,0,1,,,,,0 +barrebi01,1872,1,WS3,NA,1,4,0,0,0,0,0,0,0,0,0,0,,,,,0 +bassjo01,1872,1,BR2,NA,2,7,0,1,1,0,0,1,0,0,0,0,,,,,0 +bealsto01,1872,1,WS3,NA,9,36,6,11,1,1,0,5,0,0,1,1,,,,,0 +beaveed01,1872,1,BR2,NA,10,43,6,9,2,0,0,2,0,0,1,0,,,,,0 +bechtge01,1872,1,NY2,NA,51,247,61,74,11,3,0,42,9,1,7,3,,,,,2 +bellast01,1872,1,TRO,NA,23,115,22,30,4,0,0,17,1,0,0,0,,,,,2 +bentlcy01,1872,1,MID,NA,23,114,23,25,3,4,1,11,1,2,1,2,,,,,2 +besti01,1872,1,BR1,NA,4,14,0,4,0,0,0,0,0,0,0,0,,,,,0 +bielaos01,1872,1,WS4,NA,10,46,13,8,0,0,0,3,0,0,0,0,,,,,0 +birdsda01,1872,1,BS1,NA,16,76,11,16,3,0,0,15,0,2,1,0,,,,,0 +boothed01,1872,1,MID,NA,24,116,25,37,5,2,0,15,0,2,0,1,,,,,0 +boothed01,1872,2,BR2,NA,15,62,10,19,4,0,0,7,0,2,0,0,,,,,1 +boydbi01,1872,1,NY2,NA,36,170,27,44,6,1,1,32,4,2,6,7,,,,,1 +brainas01,1872,1,WS3,NA,9,43,8,16,3,0,0,6,0,0,0,0,,,,,0 +brainas01,1872,2,MID,NA,6,25,2,5,0,0,0,1,0,0,1,0,,,,,0 +brittji01,1872,1,BR2,NA,37,155,26,41,7,0,0,11,0,1,5,5,,,,,0 +brownol01,1872,1,BR2,NA,4,15,0,2,0,0,0,0,0,0,0,1,,,,,0 +burdoja01,1872,1,BR2,NA,37,174,27,47,3,0,0,14,0,1,1,1,,,,,1 +burrohe01,1872,1,WS3,NA,2,7,1,1,0,0,0,0,0,0,1,0,,,,,0 +buttefr01,1872,1,MID,NA,18,93,16,20,0,0,0,7,0,0,0,2,,,,,1 +careyto01,1872,1,BL1,NA,42,196,42,57,7,0,2,27,4,1,2,2,,,,,1 +carleji01,1872,1,CL1,NA,7,38,8,12,1,0,0,4,1,0,1,0,,,,,0 +clappjo01,1872,1,MID,NA,19,97,30,27,7,1,1,16,2,1,1,0,,,,,0 +clarede01,1872,1,BR2,NA,2,7,1,1,0,0,0,0,0,0,0,0,,,,,0 +clintji01,1872,1,BR1,NA,25,98,11,24,4,1,0,6,0,1,0,3,,,,,1 +coughde01,1872,1,WS4,NA,8,37,5,11,1,0,0,7,0,0,0,0,,,,,0 +cravebi01,1872,1,BL1,NA,35,178,55,50,3,3,0,24,9,1,5,2,,,,,3 +cummica01,1872,1,NY2,NA,55,249,37,52,9,3,0,26,0,1,4,14,,,,,2 +cuthbne01,1872,1,PH1,NA,47,260,83,88,10,0,1,47,14,4,6,10,,,,,2 +dehlmhe01,1872,1,BR2,NA,37,164,30,37,4,1,0,15,4,2,3,1,,,,,0 +doschhe01,1872,1,BR2,NA,6,24,4,9,0,0,0,5,0,1,0,1,,,,,1 +doylejo01,1872,1,WS4,NA,9,41,6,11,1,0,0,9,0,0,0,0,,,,,0 +eggleda01,1872,1,NY2,NA,56,290,94,97,20,0,0,19,18,6,8,9,,,,,0 +fergubo01,1872,1,BR2,NA,37,164,33,46,3,0,0,19,4,2,3,0,,,,,1 +fieldge01,1872,1,MID,NA,18,86,17,19,3,1,0,14,0,0,0,2,,,,,1 +fishech01,1872,1,BL1,NA,46,225,39,52,10,3,1,36,1,1,2,5,,,,,1 +fislewe01,1872,1,PH1,NA,47,244,49,85,13,3,0,48,3,0,4,4,,,,,2 +fleetfr01,1872,1,BR1,NA,13,53,9,12,1,0,0,6,1,0,0,2,,,,,0 +fletcge01,1872,1,BR1,NA,2,8,1,2,0,0,0,1,0,0,0,1,,,,,0 +flowedi01,1872,1,PH1,NA,3,15,1,4,0,0,0,4,0,0,2,2,,,,,0 +flynncl01,1872,1,WS3,NA,9,40,4,9,1,0,0,2,0,0,0,0,,,,,0 +forceda01,1872,1,TRO,NA,25,130,40,53,11,0,0,19,2,2,1,0,,,,,1 +forceda01,1872,2,BL1,NA,19,95,29,41,2,2,0,14,5,0,1,0,,,,,0 +fulmech01,1872,1,NY2,NA,36,165,29,50,1,1,1,15,1,1,3,3,,,,,1 +galvijo01,1872,1,BR2,NA,1,4,0,0,0,0,0,0,0,0,0,0,,,,,0 +gedneco01,1872,1,TRO,NA,9,47,14,20,3,0,3,18,1,0,0,0,,,,,0 +gedneco01,1872,2,BR1,NA,18,71,5,13,1,0,0,6,2,2,0,3,,,,,0 +glennjo01,1872,1,WS3,NA,9,39,6,6,0,0,0,3,0,1,1,0,,,,,1 +glennjo01,1872,2,WS4,NA,1,4,0,2,0,0,0,0,0,0,0,0,,,,,0 +goldswa01,1872,1,WS3,NA,9,41,4,10,2,0,0,5,0,0,0,0,,,,,0 +gouldch01,1872,1,BS1,NA,45,212,40,54,9,8,0,32,0,0,2,3,,,,,1 +hallge01,1872,1,BL1,NA,53,250,69,84,17,6,1,37,8,1,3,1,,,,,0 +hallji01,1872,1,BR2,NA,13,57,9,18,0,1,0,6,0,0,1,1,,,,,1 +hastisc01,1872,1,CL1,NA,22,115,34,45,4,0,0,16,5,1,3,2,,,,,0 +hastisc01,1872,2,BL1,NA,13,62,16,19,3,1,0,4,0,1,1,2,,,,,0 +hatfijo01,1872,1,NY2,NA,56,288,76,93,15,2,1,47,12,5,9,6,,,,,3 +heubege01,1872,1,WS3,NA,5,23,2,3,0,0,0,1,0,0,0,0,,,,,1 +hicksna01,1872,1,NY2,NA,56,267,54,82,12,2,0,32,3,0,6,3,,,,,7 +higby01,1872,1,BR2,NA,1,4,0,0,0,0,0,0,0,0,0,0,,,,,0 +highadi01,1872,1,BL1,NA,50,245,72,84,10,1,2,37,4,5,2,3,,,,,2 +hinespa01,1872,1,WS4,NA,11,49,9,11,1,0,0,5,0,0,0,0,,,,,0 +hodesch01,1872,1,TRO,NA,13,62,17,15,3,0,0,10,0,0,1,0,,,,,1 +holdsji01,1872,1,CL1,NA,22,110,19,33,5,0,0,11,3,2,1,2,,,,,2 +holdsji01,1872,2,BR1,NA,3,11,1,3,1,0,0,0,0,0,0,0,,,,,0 +holliho01,1872,1,WS4,NA,9,44,12,14,1,1,0,6,0,0,1,0,,,,,0 +huntdi01,1872,1,BR1,NA,11,46,10,15,1,1,0,4,0,1,1,0,,,,,1 +hurledi01,1872,1,WS3,NA,2,7,0,0,0,0,0,0,0,0,0,1,,,,,0 +jackssa01,1872,1,BR2,NA,4,12,0,2,0,0,0,0,0,0,0,0,,,,,0 +jewetna01,1872,1,BR1,NA,2,8,1,1,0,0,0,0,0,0,0,0,,,,,0 +kavan01,1872,1,BR1,NA,5,23,3,6,1,0,0,4,0,0,0,0,,,,,0 +kennejo01,1872,1,BR2,NA,5,19,0,0,0,0,0,1,0,0,0,1,,,,,0 +kingma01,1872,1,TRO,NA,3,11,0,0,0,0,0,1,0,0,0,1,,,,,0 +kingst01,1872,1,TRO,NA,25,128,33,39,8,0,0,20,1,1,1,2,,,,,1 +lennobi01,1872,1,WS4,NA,11,54,11,11,1,0,0,6,0,0,0,0,,,,,0 +leonaan01,1872,1,BS1,NA,46,241,57,84,7,1,2,42,8,5,0,2,,,,,1 +leutz01,1872,1,BR1,NA,4,12,2,1,0,0,0,0,0,0,0,0,,,,,0 +lowech01,1872,1,BR2,NA,7,31,2,5,0,0,0,3,0,0,0,2,,,,,0 +mackde01,1872,1,PH1,NA,47,205,68,59,9,1,0,34,9,5,23,9,,,,,1 +malonfe01,1872,1,PH1,NA,41,213,46,60,5,3,0,39,3,0,4,5,,,,,1 +malonma01,1872,1,BR1,NA,5,16,2,6,0,0,0,3,0,1,1,3,,,,,0 +martial01,1872,1,BR1,NA,4,18,2,5,0,0,0,1,0,0,0,0,,,,,0 +martiph01,1872,1,TRO,NA,25,119,27,36,2,1,0,14,0,0,0,1,,,,,0 +martiph01,1872,2,BR1,NA,18,78,13,15,1,1,0,9,3,2,2,3,,,,,0 +mathebo01,1872,1,BL1,NA,50,222,36,50,2,0,0,22,3,1,3,2,,,,,2 +mcatebu01,1872,1,TRO,NA,25,126,30,28,3,1,0,15,0,2,3,2,,,,,2 +mcbridi01,1872,1,PH1,NA,47,258,57,74,6,1,0,37,2,1,3,2,,,,,2 +mccarfr01,1872,1,MID,NA,19,82,19,25,5,0,0,12,0,0,3,4,,,,,0 +mcderjo01,1872,1,BR1,NA,7,32,3,9,3,0,0,3,0,0,1,3,,,,,1 +mcdonja01,1872,1,BR2,NA,4,14,2,2,0,0,0,0,0,0,0,0,,,,,0 +mcdonja01,1872,2,BR1,NA,1,4,0,0,0,0,0,0,0,0,0,0,,,,,1 +mcdonja01,1872,3,BR2,NA,11,48,7,14,3,1,0,4,0,0,0,1,,,,,0 +mcgeami01,1872,1,PH1,NA,47,225,68,81,9,2,0,35,13,8,2,1,,,,,0 +mcmuljo01,1872,1,NY2,NA,54,236,47,60,6,1,0,24,8,2,11,6,,,,,4 +mcveyca01,1872,1,BS1,NA,46,237,56,76,10,2,0,41,6,1,1,1,,,,,0 +meyerle01,1872,1,PH1,NA,27,146,31,48,10,5,1,31,0,0,0,1,,,,,3 +millejo01,1872,1,WS4,NA,1,4,0,1,0,0,0,0,0,0,0,0,,,,,0 +millsch01,1872,1,NY2,NA,6,31,6,4,0,0,0,2,0,0,0,0,,,,,0 +millsev01,1872,1,BL1,NA,55,266,55,79,14,2,0,34,0,2,3,2,,,,,1 +minched01,1872,1,WS4,NA,11,53,5,5,0,0,0,4,0,0,0,1,,,,,0 +mulle01,1872,1,CL1,NA,1,4,1,0,0,0,0,0,0,0,0,0,,,,,0 +murnati01,1872,1,MID,NA,23,114,28,41,1,1,0,16,1,2,0,0,,,,,0 +nelsoca01,1872,1,TRO,NA,4,20,2,7,0,0,0,4,0,0,0,2,,,,,0 +nelsoca01,1872,2,BR1,NA,18,76,12,19,5,1,0,9,1,0,2,3,,,,,0 +orour01,1872,1,BR1,NA,1,4,0,0,0,0,0,0,0,0,0,0,,,,,0 +orourji01,1872,1,MID,NA,23,99,25,27,5,0,0,16,1,0,4,0,,,,,1 +paborch01,1872,1,CL1,NA,21,92,12,19,0,0,0,7,0,0,0,0,,,,,0 +patteda01,1872,1,BR1,NA,12,47,6,10,1,0,0,3,0,3,0,2,,,,,2 +pearcdi01,1872,1,NY2,NA,44,206,32,39,2,1,1,22,1,1,4,1,,,,,2 +pikeli01,1872,1,BL1,NA,56,285,68,85,15,5,7,60,10,1,4,6,,,,,0 +prattal01,1872,1,CL1,NA,16,65,10,18,0,1,0,12,0,0,0,1,,,,,0 +radcljo01,1872,1,BL1,NA,56,297,70,86,13,4,1,44,3,3,0,2,,,,,0 +reachal01,1872,1,PH1,NA,24,118,21,23,0,0,0,10,1,1,4,0,,,,,0 +reachbo01,1872,1,WS3,NA,2,8,1,2,0,0,0,0,0,0,0,0,,,,,0 +remseja01,1872,1,BR2,NA,37,165,25,39,3,5,1,14,1,2,2,6,,,,,1 +robinva01,1872,1,WS3,NA,7,30,6,6,0,0,0,4,0,0,1,1,,,,,1 +rogerfr01,1872,1,BS1,NA,45,204,39,56,7,1,1,28,2,0,1,4,,,,,2 +schafha01,1872,1,BS1,NA,48,226,51,65,10,4,1,35,3,0,0,8,,,,,1 +selmafr01,1872,1,WS3,NA,9,42,3,10,2,0,0,1,0,2,0,1,,,,,1 +senseco01,1872,1,PH1,NA,1,5,2,2,0,0,0,1,0,1,0,0,,,,,0 +simmojo01,1872,1,CL1,NA,18,90,11,23,5,1,0,9,1,0,1,2,,,,,1 +snydeji01,1872,1,BR1,NA,25,103,16,30,2,3,0,11,0,2,0,1,,,,,1 +snydejo01,1872,1,BR1,NA,9,37,4,6,2,0,0,1,0,0,1,3,,,,,0 +spaldal01,1872,1,BS1,NA,48,237,60,84,12,5,0,47,3,0,3,1,,,,,1 +spenc01,1872,1,WS4,NA,1,4,1,0,0,0,0,0,0,0,0,0,,,,,0 +startjo01,1872,1,NY2,NA,54,277,60,75,5,0,0,48,3,3,0,0,,,,,0 +stearbi01,1872,1,WS4,NA,11,45,8,11,1,0,0,4,0,0,0,0,,,,,0 +studlse01,1872,1,WS4,NA,5,21,3,2,0,0,0,2,0,0,0,1,,,,,0 +suttoez01,1872,1,CL1,NA,22,107,30,30,6,1,0,10,1,0,1,1,,,,,1 +swandma01,1872,1,BR1,NA,14,52,8,12,1,0,0,4,0,1,4,1,,,,,1 +sweasch01,1872,1,CL1,NA,12,57,8,16,0,0,0,6,1,0,2,1,,,,,0 +thakeal01,1872,1,BR2,NA,18,78,14,23,2,2,0,15,2,0,0,2,,,,,1 +tippeji01,1872,1,MID,NA,24,110,24,29,4,0,0,18,0,0,0,1,,,,,1 +treacfr01,1872,1,PH1,NA,47,236,53,65,7,3,2,31,7,5,5,10,,,,,0 +waterfr01,1872,1,WS3,NA,9,45,13,17,1,2,0,6,0,0,0,0,,,,,0 +whitede01,1872,1,CL1,NA,22,109,21,37,2,2,0,22,0,0,4,1,,,,,0 +whitewa01,1872,1,WS4,NA,10,45,7,12,0,0,0,4,0,0,0,0,,,,,0 +woltery01,1872,1,CL1,NA,16,69,7,16,1,0,0,11,0,0,4,1,,,,,2 +woodji01,1872,1,TRO,NA,25,113,40,38,11,4,2,26,0,0,2,1,,,,,0 +woodji01,1872,2,BR1,NA,7,31,10,6,1,1,0,0,1,0,4,1,,,,,0 +worthhe01,1872,1,BR2,NA,1,5,1,1,1,0,0,1,0,0,0,0,,,,,0 +wrighge01,1872,1,BS1,NA,48,255,87,86,16,6,2,35,14,4,3,1,,,,,0 +wrighha01,1872,1,BS1,NA,48,208,39,53,5,1,0,24,0,0,9,2,,,,,0 +yeatmbi01,1872,1,WS4,NA,1,4,0,0,0,0,0,0,0,0,0,1,,,,,0 +yorkto01,1872,1,BL1,NA,51,250,66,66,10,4,0,40,6,1,3,1,,,,,0 +zettlge01,1872,1,TRO,NA,25,114,25,29,9,0,0,21,0,1,0,2,,,,,1 +zettlge01,1872,2,BR1,NA,9,34,1,3,0,0,0,1,0,0,0,2,,,,,0 +addybo01,1873,1,PH2,NA,10,51,12,16,1,0,0,10,1,1,2,0,,,,,0 +addybo01,1873,2,BS1,NA,31,152,37,54,6,3,1,32,6,5,2,1,,,,,0 +allisar01,1873,1,ELI,NA,23,100,12,32,2,0,0,11,0,0,0,2,,,,,0 +allisdo01,1873,1,ELI,NA,19,80,11,24,6,0,0,8,0,0,2,1,,,,,1 +allisdo01,1873,2,NY2,NA,11,48,6,10,0,0,0,3,0,0,1,0,,,,,1 +ansonca01,1873,1,PH1,NA,52,254,53,101,9,2,0,36,1,2,5,2,,,,,2 +atkined01,1873,1,WS5,NA,2,8,2,0,0,0,0,0,0,0,0,0,,,,,0 +austihe01,1873,1,ELI,NA,23,101,10,25,3,3,0,11,1,1,0,5,,,,,3 +barloto01,1873,1,BR2,NA,55,269,48,74,0,2,1,12,3,4,5,1,,,,,2 +barnero01,1873,1,BS1,NA,60,320,125,138,31,11,2,60,43,6,20,2,,,,,1 +barrebi01,1873,1,BL1,NA,1,4,0,1,0,0,0,0,0,1,0,0,,,,,0 +battijo01,1873,1,PH1,NA,1,5,4,3,0,0,0,2,0,0,1,0,,,,,0 +bealsto01,1873,1,WS5,NA,37,169,35,46,9,5,0,22,3,0,1,1,,,,,0 +bechtge01,1873,1,PH2,NA,53,258,53,63,12,1,1,39,2,1,9,1,,,,,3 +bellast01,1873,1,NY2,NA,8,32,4,7,2,0,0,3,0,0,2,0,,,,,0 +bielaos01,1873,1,WS5,NA,38,173,35,49,3,2,0,20,1,3,4,6,,,,,0 +birdsda01,1873,1,BS1,NA,3,11,4,1,0,0,0,0,1,0,2,0,,,,,0 +boothed01,1873,1,ELI,NA,18,74,11,21,5,2,0,6,0,0,0,1,,,,,0 +boothed01,1873,2,BR2,NA,16,70,8,14,3,1,0,7,0,1,2,0,,,,,0 +boydbi01,1873,1,BR2,NA,48,228,31,63,5,4,1,30,1,1,2,4,,,,,1 +brainas01,1873,1,BL1,NA,16,69,18,18,1,0,0,9,0,0,0,2,,,,,0 +brittji01,1873,1,BR2,NA,54,240,29,47,3,0,0,13,1,1,8,14,,,,,0 +burdoja01,1873,1,BR2,NA,55,245,56,62,7,1,2,36,3,2,7,4,,,,,2 +campbhu01,1873,1,ELI,NA,20,86,9,13,0,1,0,7,1,1,1,1,,,,,0 +campbmi02,1873,1,ELI,NA,21,84,9,12,2,0,0,2,1,0,2,6,,,,,0 +careyto01,1873,1,BL1,NA,56,291,76,98,18,3,1,55,2,3,1,4,,,,,2 +clappjo01,1873,1,PH1,NA,45,204,36,62,10,2,1,27,4,5,2,2,,,,,2 +clintji01,1873,1,ELI,NA,9,39,5,9,2,0,0,4,0,0,0,2,,,,,0 +cranefr01,1873,1,ELI,NA,1,4,0,1,0,0,0,1,0,0,0,0,,,,,0 +cravebi01,1873,1,BL1,NA,41,197,45,57,9,3,0,26,5,4,2,3,,,,,1 +cummica01,1873,1,BL1,NA,42,192,30,48,5,0,0,36,1,0,5,5,,,,,1 +cuthbne01,1873,1,PH2,NA,51,279,78,77,5,3,2,34,14,2,2,4,,,,,0 +dehlmhe01,1873,1,BR2,NA,54,219,50,52,5,1,0,18,5,0,11,9,,,,,1 +devliji01,1873,1,PH2,NA,23,99,18,24,4,4,0,10,0,0,2,4,,,,,1 +donnejo01,1873,1,WS5,NA,30,137,15,35,2,0,0,19,0,0,1,0,,,,,1 +doschhe01,1873,1,BR2,NA,1,6,1,1,0,0,0,1,0,0,0,0,,,,,0 +eggleda01,1873,1,NY2,NA,53,266,82,90,13,4,0,35,3,2,6,2,,,,,1 +eland01,1873,1,BL4,NA,1,3,0,0,0,0,0,0,0,0,0,0,,,,,0 +farrojo01,1873,1,ELI,NA,12,48,2,8,1,0,0,3,0,0,0,3,,,,,1 +fergubo01,1873,1,BR2,NA,51,228,36,59,3,5,0,25,1,2,4,8,,,,,3 +fishech01,1873,1,PH1,NA,51,253,50,66,4,3,1,37,2,2,4,5,,,,,3 +fislewe01,1873,1,PH1,NA,44,218,44,75,11,4,1,41,3,1,2,2,,,,,2 +fleetfr01,1873,1,ELI,NA,22,89,11,23,3,0,0,10,0,2,1,3,,,,,0 +forceda01,1873,1,BL1,NA,49,233,77,85,10,1,0,30,1,0,9,1,,,,,0 +frencbi01,1873,1,BL4,NA,5,18,3,4,0,0,0,1,0,0,0,0,,,,,0 +fulmech01,1873,1,PH2,NA,49,236,42,66,11,3,1,38,3,1,2,4,,,,,3 +gedneco01,1873,1,NY2,NA,53,225,41,60,5,5,1,24,1,0,6,4,,,,,3 +gerhajo01,1873,1,WS5,NA,13,57,6,12,3,0,0,9,0,1,0,6,,,,,0 +glennjo01,1873,1,WS5,NA,39,186,39,49,9,2,1,22,3,1,3,0,,,,,4 +goldswa01,1873,1,BL4,NA,1,4,0,0,0,0,0,0,0,0,0,0,,,,,0 +greasjo01,1873,1,WS5,NA,7,27,4,4,0,0,0,1,1,0,1,1,,,,,0 +hallge01,1873,1,BL1,NA,35,168,44,58,6,4,0,31,0,0,2,1,,,,,1 +hastisc01,1873,1,BL1,NA,30,145,41,41,4,0,0,15,4,2,4,1,,,,,1 +hatfijo01,1873,1,NY2,NA,52,255,54,78,5,6,2,46,2,0,3,2,,,,,2 +hicksna01,1873,1,NY2,NA,28,120,12,29,1,2,1,14,2,1,8,0,,,,,0 +highadi01,1873,1,NY2,NA,49,244,57,77,5,4,0,34,2,2,2,1,,,,,1 +hinespa01,1873,1,WS5,NA,39,181,33,60,6,3,1,29,0,1,1,2,,,,,1 +holdsji01,1873,1,NY2,NA,53,232,46,75,4,8,0,28,1,0,0,4,,,,,3 +holliho01,1873,1,WS5,NA,30,136,25,35,2,2,0,22,0,0,0,5,,,,,1 +hoopemi01,1873,1,BL4,NA,3,14,3,3,1,0,0,2,0,0,0,0,,,,,0 +johnsto01,1873,1,BL4,NA,1,4,0,0,0,0,0,0,0,0,0,0,,,,,1 +jones01,1873,1,BL4,NA,1,4,0,3,0,0,0,1,0,0,0,0,,,,,0 +kernajo01,1873,1,BL4,NA,2,8,1,3,0,0,0,1,0,0,0,0,,,,,0 +kesslhe01,1873,1,BR2,NA,1,5,0,1,0,0,0,1,0,0,0,0,,,,,0 +kohlehe01,1873,1,BL4,NA,6,25,2,3,0,0,0,1,0,0,0,1,,,,,0 +laughbe01,1873,1,ELI,NA,12,51,3,12,0,0,0,5,0,0,0,1,,,,,1 +lennobi01,1873,1,BL4,NA,5,19,2,4,0,0,0,2,0,0,0,0,,,,,0 +leonaan01,1873,1,BS1,NA,58,300,81,96,13,6,0,60,27,9,2,0,,,,,4 +lovetle01,1873,1,ELI,NA,1,5,1,2,0,0,0,1,0,0,0,0,,,,,0 +mackde01,1873,1,PH2,NA,48,205,55,60,5,0,0,19,6,2,15,9,,,,,0 +malonfe01,1873,1,PH2,NA,53,259,59,75,11,2,0,41,6,1,14,7,,,,,2 +mannija01,1873,1,BS1,NA,31,154,28,41,4,1,0,21,5,2,1,14,,,,,3 +martiph01,1873,1,NY2,NA,31,140,12,31,1,0,0,14,1,1,0,4,,,,,3 +mathebo01,1873,1,NY2,NA,52,223,40,43,3,3,0,14,1,1,10,3,,,,,2 +mcbridi01,1873,1,PH1,NA,49,253,41,71,7,0,0,40,1,0,2,0,,,,,4 +mcdoo01,1873,1,BL4,NA,1,4,1,0,0,0,0,0,0,0,0,0,,,,,0 +mcgeami01,1873,1,PH1,NA,52,275,63,83,8,1,0,31,4,6,1,1,,,,,0 +mcmuljo01,1873,1,PH1,NA,52,227,54,62,7,1,0,28,9,1,8,4,,,,,2 +mcveyca01,1873,1,BL1,NA,38,192,49,73,5,5,2,35,2,1,3,2,,,,,1 +meyerle01,1873,1,PH2,NA,48,238,53,83,14,4,3,59,5,0,2,0,,,,,3 +millsev01,1873,1,BL1,NA,54,262,64,87,20,9,0,56,1,0,2,1,,,,,2 +murnati01,1873,1,PH1,NA,41,176,53,39,2,1,1,10,8,2,8,13,,,,,1 +nelsoca01,1873,1,NY2,NA,36,168,28,55,4,1,0,22,2,0,1,2,,,,,1 +nevinal01,1873,1,ELI,NA,13,55,7,11,1,2,0,1,0,0,1,4,,,,,1 +orourji01,1873,1,BS1,NA,57,280,79,98,21,2,1,49,9,5,15,3,,,,,1 +paborch01,1873,1,BR2,NA,55,228,36,82,9,3,0,41,2,0,6,3,,,,,1 +pearcdi01,1873,1,BR2,NA,55,262,42,72,6,0,1,23,3,0,8,2,,,,,7 +phelpne01,1873,1,NY2,NA,1,6,0,0,0,0,0,0,0,0,0,0,,,,,0 +pikeli01,1873,1,BL1,NA,56,285,71,90,15,8,4,51,8,1,8,4,,,,,0 +popplge01,1873,1,BL4,NA,1,4,0,0,0,0,0,0,0,0,0,0,,,,,0 +radcljo01,1873,1,BL1,NA,45,244,59,70,5,0,0,33,0,0,4,2,,,,,2 +reachal01,1873,1,PH1,NA,16,73,13,16,5,1,0,9,2,0,0,0,,,,,0 +reachbo01,1873,1,WS5,NA,1,5,1,1,0,0,0,0,0,0,0,0,,,,,0 +remseja01,1873,1,BR2,NA,50,207,29,61,5,6,1,29,1,2,2,2,,,,,0 +rogerfr01,1873,1,BS1,NA,2,11,2,4,1,0,0,3,0,0,0,2,,,,,0 +ryanjo01,1873,1,PH2,NA,2,8,1,2,0,0,0,1,0,0,0,0,,,,,0 +saylo01,1873,1,BL4,NA,3,12,1,2,0,0,0,2,0,0,0,0,,,,,0 +schafha01,1873,1,BS1,NA,60,296,65,79,12,2,2,42,14,7,3,4,,,,,3 +selmafr01,1873,1,BL4,NA,1,3,1,1,0,0,0,0,0,0,0,0,,,,,0 +senseco01,1873,1,PH1,NA,20,86,12,24,1,0,0,8,0,2,0,2,,,,,0 +sheppjo01,1873,1,BL4,NA,3,11,1,0,0,0,0,0,0,0,0,1,,,,,0 +simpsma01,1873,1,BL4,NA,4,15,4,2,0,0,0,2,0,0,0,0,,,,,0 +smithbi01,1873,1,BL4,NA,6,23,2,4,0,0,0,1,0,0,0,0,,,,,0 +smithjo01,1873,1,BL4,NA,5,19,2,2,0,0,0,1,0,0,0,1,,,,,0 +snydepo01,1873,1,WS5,NA,28,107,16,21,2,0,0,3,0,1,3,4,,,,,3 +spaldal01,1873,1,BS1,NA,60,323,83,106,15,1,1,71,9,0,3,2,,,,,3 +startjo01,1873,1,NY2,NA,53,252,42,67,8,3,1,29,1,0,4,0,,,,,1 +stearbi01,1873,1,WS5,NA,32,133,22,24,0,0,0,8,1,0,4,9,,,,,0 +strated01,1873,1,BL4,NA,4,16,2,2,0,0,0,0,0,0,0,0,,,,,0 +suttoez01,1873,1,PH1,NA,51,243,51,81,7,6,0,34,2,3,2,2,,,,,4 +swandma01,1873,1,ELI,NA,2,9,1,1,0,0,0,1,0,0,0,0,,,,,0 +sweasch01,1873,1,BS1,NA,1,4,0,1,0,0,0,0,0,0,0,0,,,,,0 +treacfr01,1873,1,PH2,NA,51,243,49,62,7,2,1,31,4,3,5,7,,,,,2 +wallho01,1873,1,WS5,NA,1,3,1,1,0,0,0,0,0,0,1,0,,,,,0 +waterfr01,1873,1,WS5,NA,15,80,20,28,1,1,0,12,0,0,1,1,,,,,0 +whitede01,1873,1,BS1,NA,60,311,79,122,17,8,1,77,19,3,0,2,,,,,1 +whitewa01,1873,1,WS5,NA,39,158,29,43,3,4,0,20,2,1,0,1,,,,,0 +woltery01,1873,1,ELI,NA,1,4,1,0,0,0,0,0,0,0,0,0,,,,,0 +woodhre01,1873,1,BL4,NA,1,5,1,0,0,0,0,0,0,0,0,0,,,,,0 +woodji01,1873,1,PH2,NA,42,209,67,67,11,1,0,27,9,3,8,1,,,,,2 +wordsfa01,1873,1,ELI,NA,12,40,5,10,0,0,0,3,1,0,2,1,,,,,0 +wrighge01,1873,1,BS1,NA,59,323,99,125,17,7,3,43,9,9,9,2,,,,,0 +wrighha01,1873,1,BS1,NA,58,263,57,68,7,3,2,36,3,2,11,4,,,,,3 +yorkto01,1873,1,BL1,NA,57,278,70,84,11,7,2,50,4,1,3,4,,,,,0 +zettlge01,1873,1,PH2,NA,51,241,39,50,2,0,0,21,4,0,1,4,,,,,3 +addybo01,1874,1,HR1,NA,50,213,25,51,9,2,0,22,4,2,1,1,,,,,0 +allisdo01,1874,1,NY2,NA,65,318,68,90,7,5,0,28,1,0,6,5,,,,,1 +ansonca01,1874,1,PH1,NA,55,260,51,87,8,3,0,37,6,0,4,1,,,,,1 +barloto01,1874,1,HR1,NA,32,155,37,46,5,1,0,12,17,4,2,2,,,,,0 +barnero01,1874,1,BS1,NA,51,259,72,88,12,4,0,39,8,7,8,2,,,,,1 +barnibi01,1874,1,HR1,NA,45,190,21,35,4,2,0,20,2,2,1,13,,,,,2 +battijo01,1874,1,PH1,NA,51,226,40,52,11,1,0,27,3,2,1,7,,,,,1 +bealsto01,1874,1,BS1,NA,19,97,20,19,3,4,0,17,0,1,0,2,,,,,0 +bechtge01,1874,1,PH2,NA,32,151,29,42,4,5,1,34,0,0,2,1,,,,,0 +bielaos01,1874,1,BL1,NA,43,187,24,45,0,0,0,8,3,1,2,4,,,,,2 +boardfr01,1874,1,BL1,NA,1,4,0,1,0,0,0,0,0,0,0,0,,,,,0 +bondto01,1874,1,BR2,NA,55,245,25,54,10,1,0,20,0,0,1,5,,,,,1 +boothed01,1874,1,BR2,NA,44,185,24,47,4,3,1,16,0,0,3,3,,,,,2 +boydbi01,1874,1,HR1,NA,26,117,22,41,8,4,0,19,1,0,1,2,,,,,0 +bradyst01,1874,1,HR1,NA,27,118,19,37,5,1,0,14,1,2,2,10,,,,,2 +brainas01,1874,1,BL1,NA,47,196,19,47,3,0,0,8,0,3,2,3,,,,,3 +brown01,1874,1,BL1,NA,2,9,0,0,0,0,0,0,0,0,0,0,,,,,0 +burdoja01,1874,1,NY2,NA,61,273,45,75,11,4,1,26,4,1,1,5,,,,,0 +careyto01,1874,1,NY2,NA,64,287,56,82,10,3,1,38,3,0,2,4,,,,,1 +carlle01,1874,1,BL1,NA,1,3,0,0,0,0,0,0,0,0,0,0,,,,,0 +chapmja01,1874,1,BR2,NA,53,242,32,64,10,2,0,24,2,1,4,11,,,,,2 +clackbo01,1874,1,BR2,NA,33,135,22,23,1,0,0,13,0,0,4,2,,,,,0 +clappjo01,1874,1,PH1,NA,39,165,46,48,7,4,3,19,2,0,1,1,,,,,1 +clintji01,1874,1,BR2,NA,2,11,3,2,1,0,0,2,0,0,0,2,,,,,0 +collida01,1874,1,CH2,NA,3,12,1,1,1,0,0,0,1,0,0,2,,,,,0 +connete01,1874,1,CH2,NA,1,4,0,0,0,0,0,0,0,0,0,0,,,,,0 +cravebi01,1874,1,PH2,NA,55,265,68,91,19,11,0,56,11,3,4,2,,,,,2 +cummica01,1874,1,PH2,NA,54,231,32,52,4,2,0,19,1,1,0,12,,,,,1 +cuthbne01,1874,1,CH2,NA,58,295,65,79,6,1,2,24,8,0,5,5,,,,,3 +deaneha01,1874,1,BL1,NA,47,203,29,50,8,1,0,13,2,1,4,3,,,,,1 +dehlmhe01,1874,1,BR2,NA,53,218,40,49,3,1,0,18,2,0,7,5,,,,,0 +devliji01,1874,1,CH2,NA,45,203,26,58,5,0,0,26,2,1,2,9,,,,,1 +donnejo01,1874,1,PH2,NA,6,22,2,5,0,0,0,2,0,0,0,0,,,,,0 +eggleda01,1874,1,PH2,NA,58,299,70,95,13,8,0,31,5,6,5,1,,,,,2 +farreja01,1874,1,HR1,NA,3,13,3,5,0,0,0,0,0,0,1,0,,,,,0 +farrojo01,1874,1,BR2,NA,27,122,16,26,3,0,0,10,0,0,1,1,,,,,2 +fergubo01,1874,1,BR2,NA,56,245,34,64,4,0,0,19,5,3,2,7,,,,,2 +fishech01,1874,1,HR1,NA,52,241,28,54,7,0,0,31,2,3,2,7,,,,,2 +fislewe01,1874,1,PH1,NA,37,180,26,59,12,1,0,22,2,0,0,1,,,,,2 +fleetfr01,1874,1,BR2,NA,22,97,18,22,0,0,0,10,1,0,1,1,,,,,0 +forceda01,1874,1,CH2,NA,59,294,61,92,9,0,0,26,4,0,3,1,,,,,2 +fulmech01,1874,1,PH2,NA,57,258,49,72,3,2,0,37,0,2,2,5,,,,,1 +gaver01,1874,1,BR2,NA,1,4,1,0,0,0,0,0,0,0,0,0,,,,,0 +gedneco01,1874,1,PH1,NA,54,222,49,61,4,1,1,34,2,2,7,11,,,,,2 +geerbi01,1874,1,NY2,NA,2,8,0,2,0,0,0,1,0,0,0,0,,,,,0 +gerhajo01,1874,1,BL1,NA,14,61,10,19,0,1,0,6,0,0,0,0,,,,,0 +gilro01,1874,1,CH2,NA,8,38,4,8,1,0,0,7,0,0,1,3,,,,,0 +glennjo01,1874,1,CH2,NA,55,237,33,67,9,0,0,32,2,2,5,4,,,,,0 +gouldch01,1874,1,BL1,NA,33,143,19,32,6,0,0,14,1,0,2,2,,,,,3 +hallge01,1874,1,BS1,NA,47,222,58,64,10,8,1,34,2,0,1,0,,,,,0 +hallji01,1874,1,BR2,NA,2,9,0,1,0,0,0,0,0,0,0,0,,,,,0 +hastisc01,1874,1,HR1,NA,52,247,60,80,11,2,0,30,10,5,4,3,,,,,1 +hatfijo01,1874,1,NY2,NA,63,292,47,66,12,1,0,29,4,0,7,12,,,,,0 +hicksna01,1874,1,PH2,NA,58,266,51,73,8,1,0,30,3,2,5,4,,,,,3 +highadi01,1874,1,NY2,NA,65,333,58,87,14,3,1,38,5,3,4,0,,,,,0 +hinespa01,1874,1,CH2,NA,59,271,47,80,10,2,0,34,4,1,4,4,,,,,1 +hodesch01,1874,1,BR2,NA,21,81,8,12,3,0,0,7,0,0,0,2,,,,,2 +holdsji01,1874,1,PH2,NA,57,285,60,97,8,9,0,37,1,2,1,0,,,,,2 +jones01,1874,1,BL1,NA,2,7,0,1,0,0,0,1,0,0,0,0,,,,,0 +kesslhe01,1874,1,BR2,NA,14,56,8,17,1,0,0,4,0,0,0,2,,,,,0 +knowdja01,1874,1,BR2,NA,24,86,8,12,1,1,0,3,1,0,1,3,,,,,0 +kohlehe01,1874,1,BL1,NA,2,4,0,0,0,0,0,0,0,0,0,0,,,,,0 +ledwimi01,1874,1,BR2,NA,1,4,1,1,0,0,0,1,0,0,0,0,,,,,0 +leonaan01,1874,1,BS1,NA,71,339,68,106,18,4,0,50,11,3,2,2,,,,,3 +mackde01,1874,1,PH2,NA,56,246,48,51,8,4,0,22,4,0,2,3,,,,,2 +malonfe01,1874,1,CH2,NA,47,223,33,56,5,0,0,28,2,1,4,0,,,,,1 +mannija01,1874,1,BL1,NA,42,174,32,61,8,2,0,18,0,0,2,2,,,,,0 +mannija01,1874,2,HR1,NA,1,5,1,1,0,0,0,0,0,0,0,0,,,,,0 +martial01,1874,1,BR2,NA,7,29,1,4,0,0,0,1,0,0,0,1,,,,,1 +mathebo01,1874,1,NY2,NA,65,298,46,72,6,1,0,30,2,0,3,4,,,,,0 +mcbridi01,1874,1,PH1,NA,55,263,30,57,7,1,0,34,1,0,1,6,,,,,3 +mcgeami01,1874,1,PH1,NA,54,271,61,87,10,2,0,22,10,2,1,2,,,,,0 +mcgeepa01,1874,1,BR2,NA,16,65,4,11,1,0,0,6,0,0,0,3,,,,,0 +mckenfr01,1874,1,PH2,NA,1,4,0,0,0,0,0,0,0,0,0,1,,,,,0 +mcmuljo01,1874,1,PH1,NA,55,260,61,90,10,2,2,32,4,3,8,13,,,,,2 +mcveyca01,1874,1,BS1,NA,70,343,91,123,21,6,3,71,5,0,1,3,,,,,1 +meyerle01,1874,1,CH2,NA,53,254,65,100,19,1,1,45,3,1,3,4,,,,,2 +milleto01,1874,1,PH1,NA,4,16,1,8,0,0,0,5,0,0,0,0,,,,,0 +millsev01,1874,1,HR1,NA,53,244,39,69,6,1,0,19,1,1,4,2,,,,,4 +murnati01,1874,1,PH1,NA,21,82,11,17,2,0,0,11,0,1,1,3,,,,,0 +nelsoca01,1874,1,NY2,NA,65,297,55,73,7,5,0,31,6,0,9,5,,,,,0 +oneal01,1874,1,HR1,NA,1,3,0,0,0,0,0,0,0,0,0,1,,,,,0 +orourji01,1874,1,BS1,NA,70,331,82,104,15,8,5,61,11,2,4,5,,,,,2 +paborch01,1874,1,PH2,NA,17,77,11,17,0,1,0,1,0,1,0,0,,,,,1 +patteda01,1874,1,NY2,NA,1,5,1,2,0,0,0,2,0,0,0,0,,,,,0 +pearcdi01,1874,1,BR2,NA,56,255,48,75,1,0,0,26,1,0,6,1,,,,,2 +peterjo01,1874,1,CH2,NA,55,239,39,69,10,0,1,25,2,2,2,11,,,,,3 +phelpne01,1874,1,NY2,NA,6,24,5,3,0,0,0,2,0,0,0,0,,,,,0 +pikeli01,1874,1,HR1,NA,52,234,58,83,22,5,1,50,4,1,5,1,,,,,1 +quinl01,1874,1,PH2,NA,1,4,0,1,0,0,0,1,0,0,0,0,,,,,0 +radcljo01,1874,1,PH2,NA,23,103,20,25,7,0,1,14,1,1,2,0,,,,,0 +reachal01,1874,1,PH1,NA,14,55,8,7,2,0,0,2,0,0,0,4,,,,,0 +reedhu01,1874,1,BL1,NA,1,4,0,0,0,0,0,0,0,0,0,0,,,,,0 +remseja01,1874,1,NY2,NA,64,284,52,65,9,3,2,38,6,0,0,5,,,,,0 +revilhe01,1874,1,BL1,NA,1,4,0,0,0,0,0,0,0,0,0,0,,,,,0 +ryanjo01,1874,1,BL1,NA,47,181,29,35,8,1,0,19,3,0,5,13,,,,,2 +saylo01,1874,1,BL1,NA,18,66,4,14,3,0,0,5,0,0,0,1,,,,,1 +schafha01,1874,1,BS1,NA,71,327,69,87,10,2,1,45,2,4,1,5,,,,,1 +selmafr01,1874,1,BL1,NA,12,54,9,16,3,2,0,7,2,0,0,2,,,,,1 +senseco01,1874,1,PH1,NA,5,16,3,3,0,0,0,2,0,0,0,0,,,,,0 +shaffor01,1874,1,HR1,NA,9,35,6,8,0,0,1,3,0,0,0,4,,,,,0 +shaffor01,1874,2,NY2,NA,1,5,1,1,0,0,0,0,0,0,0,0,,,,,0 +smilebi01,1874,1,BL1,NA,2,7,0,0,0,0,0,0,0,0,0,0,,,,,0 +smithjo01,1874,1,BL1,NA,6,21,2,4,1,0,0,1,0,0,0,1,,,,,0 +snowch01,1874,1,BR2,NA,1,1,0,1,0,0,0,0,0,0,0,0,,,,,0 +snydepo01,1874,1,BL1,NA,39,151,24,33,4,0,1,17,0,0,1,2,,,,,1 +spaldal01,1874,1,BS1,NA,71,362,80,119,13,1,0,54,2,1,3,0,,,,,1 +startjo01,1874,1,NY2,NA,63,306,67,96,13,3,2,46,5,0,4,0,,,,,1 +stearbi01,1874,1,HR1,NA,33,132,16,21,1,0,0,11,0,0,7,10,,,,,2 +suttoez01,1874,1,PH1,NA,55,243,54,71,10,3,0,28,6,4,0,2,,,,,1 +sweasch01,1874,1,BL1,NA,8,33,2,8,0,0,0,4,0,0,2,0,,,,,0 +sweasch01,1874,2,BR2,NA,10,44,4,5,1,0,0,3,0,0,0,0,,,,,0 +tayloza01,1874,1,BL1,NA,13,48,3,12,0,0,0,3,0,0,0,1,,,,,0 +tippeji01,1874,1,HR1,NA,45,197,36,60,8,0,0,19,0,1,1,7,,,,,0 +treacfr01,1874,1,CH2,NA,35,148,18,28,5,0,0,12,4,4,2,6,,,,,2 +westbi01,1874,1,BR2,NA,9,35,4,8,1,0,0,2,0,0,1,2,,,,,0 +whitede01,1874,1,BS1,NA,70,352,75,106,5,7,3,52,1,1,5,0,,,,,5 +whitewa01,1874,1,BL1,NA,45,211,21,57,1,0,0,17,1,0,2,2,,,,,0 +wood01,1874,1,BL1,NA,1,5,0,0,0,0,0,0,0,0,0,1,,,,,0 +wrighge01,1874,1,BS1,NA,60,313,76,103,10,15,2,44,2,0,5,6,,,,,1 +wrighha01,1874,1,BS1,NA,40,184,44,58,4,2,2,27,1,0,4,3,,,,,0 +yorkto01,1874,1,PH2,NA,50,224,36,56,4,7,0,37,1,0,5,4,,,,,1 +zettlge01,1874,1,CH2,NA,57,244,26,47,7,0,0,18,0,0,1,5,,,,,4 +abadijo01,1875,1,PH3,NA,11,45,3,10,0,0,0,4,1,0,0,3,,,,,0 +abadijo01,1875,2,BR2,NA,1,4,1,1,0,0,0,1,0,0,0,0,,,,,0 +addybo01,1875,1,PH2,NA,69,310,60,80,8,4,0,43,16,8,0,2,,,,,0 +allisar01,1875,1,WS6,NA,26,112,18,24,3,1,0,3,6,0,1,2,,,,,2 +allisar01,1875,2,HR1,NA,40,175,26,42,4,1,1,19,1,2,0,3,,,,,0 +allisdo01,1875,1,HR1,NA,61,269,38,67,7,0,0,21,2,0,6,3,,,,,1 +ansonca01,1875,1,PH1,NA,69,326,84,106,15,3,0,58,11,6,4,2,,,,,1 +arundha01,1875,1,BR2,NA,1,4,0,0,0,0,0,0,0,0,0,0,,,,,0 +banckst01,1875,1,NH1,NA,19,72,3,11,0,0,0,2,1,0,0,3,,,,,0 +barloto01,1875,1,NH1,NA,1,5,1,1,0,0,0,0,0,0,0,0,,,,,0 +barloto01,1875,2,BR2,NA,1,4,0,0,0,0,0,0,0,0,0,0,,,,,0 +barnero01,1875,1,BS1,NA,78,393,115,143,20,4,1,58,29,6,7,3,,,,,0 +barnibi01,1875,1,KEO,NA,10,36,3,4,1,0,0,2,0,0,0,3,,,,,0 +barnibi01,1875,2,NY2,NA,9,34,1,5,0,0,0,1,0,0,1,0,,,,,0 +battijo01,1875,1,SL2,NA,67,284,31,71,6,3,0,33,15,3,0,6,,,,,3 +bealsto01,1875,1,BS1,NA,35,155,38,41,2,6,0,16,1,0,3,1,,,,,1 +bechtge01,1875,1,PH3,NA,14,61,12,17,5,0,0,7,0,0,1,1,,,,,0 +bechtge01,1875,2,PH1,NA,35,164,33,46,6,2,0,20,2,0,1,3,,,,,1 +bielaos01,1875,1,CH2,NA,51,201,21,48,1,0,0,11,5,5,2,5,,,,,0 +blongjo01,1875,1,SL1,NA,16,68,3,10,2,0,0,5,1,0,0,7,,,,,1 +bolan01,1875,1,BR2,NA,1,4,0,0,0,0,0,0,0,0,0,0,,,,,0 +bondto01,1875,1,HR1,NA,72,289,32,77,11,3,0,33,5,1,0,5,,,,,6 +booth01,1875,1,NH1,NA,1,2,0,0,0,0,0,0,0,0,0,1,,,,,0 +boothed01,1875,1,NY2,NA,68,281,33,56,3,4,0,18,4,3,0,2,,,,,3 +bordejo01,1875,1,PH2,NA,7,28,3,3,0,0,0,1,0,0,0,1,,,,,0 +boydbi01,1875,1,BR2,NA,36,151,14,44,11,0,1,10,0,0,1,0,,,,,0 +bradlge01,1875,1,SL2,NA,60,254,28,62,7,3,0,24,3,3,1,19,,,,,2 +brady01,1875,1,CH2,NA,1,4,1,1,0,1,0,0,0,0,0,0,,,,,0 +bradyst01,1875,1,WS6,NA,21,91,7,13,0,0,0,3,5,0,0,4,,,,,1 +bradyst01,1875,2,HR1,NA,1,4,0,0,0,0,0,0,0,0,0,1,,,,,0 +brannmi01,1875,1,CH2,NA,2,9,2,1,0,0,0,0,2,0,0,0,,,,,0 +brownol01,1875,1,BR2,NA,3,10,0,0,0,0,0,0,0,0,0,0,,,,,0 +burdoja01,1875,1,HR1,NA,74,350,72,103,12,5,0,35,20,11,3,13,,,,,4 +bushodo01,1875,1,BR2,NA,1,5,0,3,0,1,0,0,0,0,0,0,,,,,0 +carbijo01,1875,1,KEO,NA,10,36,0,3,0,0,0,2,0,0,0,1,,,,,3 +careyto01,1875,1,HR1,NA,86,382,63,101,6,2,0,38,13,3,1,3,,,,,1 +cassijo01,1875,1,BR2,NA,41,166,14,29,3,2,1,6,0,0,0,4,,,,,1 +cassijo01,1875,2,NH1,NA,6,22,3,3,1,0,0,1,0,1,0,1,,,,,1 +chapmja01,1875,1,SL2,NA,43,195,28,44,5,3,0,30,4,1,1,7,,,,,3 +clackbo01,1875,1,BR2,NA,17,59,1,6,0,0,0,1,0,0,0,3,,,,,0 +clappjo01,1875,1,PH1,NA,60,292,65,77,8,7,0,39,9,5,7,1,,,,,2 +clintji01,1875,1,BR2,NA,22,81,3,10,0,0,0,0,0,0,0,0,,,,,1 +coonwi01,1875,1,PH1,NA,4,12,1,2,0,0,0,1,1,0,0,0,,,,,0 +cranefr01,1875,1,BR2,NA,21,81,7,17,1,0,0,4,0,0,0,4,,,,,1 +cravebi01,1875,1,PH3,NA,14,65,8,18,4,2,0,5,1,0,2,4,,,,,1 +cravebi01,1875,2,PH1,NA,54,260,71,83,11,11,2,40,8,4,4,5,,,,,0 +croftar01,1875,1,SL1,NA,19,75,5,15,3,0,0,2,5,1,0,2,,,,,0 +crowlbi01,1875,1,PH2,NA,9,37,4,3,0,0,0,3,0,0,1,0,,,,,0 +cummica01,1875,1,HR1,NA,53,221,30,44,7,2,0,15,1,0,3,11,,,,,0 +cuthbne01,1875,1,SL2,NA,68,319,68,78,9,2,0,17,18,1,3,8,,,,,1 +dailejo01,1875,1,WS6,NA,27,110,16,20,5,4,0,13,3,2,0,1,,,,,0 +dailejo01,1875,2,BR2,NA,2,8,3,1,0,0,0,0,0,0,0,1,,,,,0 +dehlmhe01,1875,1,SL2,NA,67,254,42,57,12,2,0,14,23,9,11,21,,,,,1 +devliji01,1875,1,CH2,NA,69,318,60,92,17,6,0,40,6,1,4,4,,,,,1 +dillojo01,1875,1,SL1,NA,1,1,0,0,0,0,0,0,0,0,0,0,,,,,0 +dillopa01,1875,1,SL1,NA,3,13,1,3,1,0,0,1,0,0,0,0,,,,,0 +dolele01,1875,1,NH1,NA,1,4,1,2,0,0,0,0,0,0,0,0,,,,,0 +doschhe01,1875,1,WS6,NA,22,81,5,15,4,0,0,5,1,0,0,6,,,,,1 +edwar01,1875,1,BR2,NA,1,5,1,1,0,0,0,0,0,0,0,0,,,,,0 +eggleda01,1875,1,PH1,NA,66,295,66,89,13,7,0,33,6,5,1,10,,,,,0 +ellicjo01,1875,1,SL1,NA,7,27,1,6,1,0,0,1,1,0,0,1,,,,,0 +evans01,1875,1,NH1,NA,1,4,1,2,0,0,0,1,0,0,0,0,,,,,0 +fergubo01,1875,1,HR1,NA,85,366,65,88,10,4,0,43,2,1,3,5,,,,,3 +fieldsa01,1875,1,PH3,NA,3,11,2,1,0,0,0,0,0,0,0,0,,,,,0 +fieldsa01,1875,2,WS6,NA,5,16,0,5,0,0,0,1,1,0,0,1,,,,,0 +fishech01,1875,1,PH2,NA,41,177,26,41,3,1,0,11,4,3,1,6,,,,,3 +fislewe01,1875,1,PH1,NA,58,268,54,74,13,3,0,31,1,4,4,4,,,,,0 +fleetfr01,1875,1,SL2,NA,4,16,1,1,0,0,0,1,0,0,0,0,,,,,1 +fleetfr01,1875,2,BR2,NA,26,111,13,25,2,0,0,9,0,0,1,1,,,,,1 +flintsi01,1875,1,SL1,NA,17,61,4,5,0,0,0,1,2,0,1,10,,,,,0 +foleywi01,1875,1,CH2,NA,3,12,0,3,1,0,0,1,0,0,0,2,,,,,0 +forceda01,1875,1,PH1,NA,77,386,78,120,22,5,0,49,6,3,7,5,,,,,4 +fulmech01,1875,1,PH2,NA,69,295,50,65,6,1,0,24,10,4,0,6,,,,,5 +fulmewa01,1875,1,BR2,NA,1,4,1,2,0,0,0,1,0,0,0,0,,,,,0 +galvipu01,1875,1,SL2,NA,13,46,8,6,2,1,0,2,3,0,0,1,,,,,1 +gedneco01,1875,1,NY2,NA,68,267,30,55,12,2,0,17,2,3,0,8,,,,,0 +geerbi01,1875,1,NH1,NA,37,164,20,40,4,1,0,9,2,2,1,4,,,,,2 +gerhajo01,1875,1,NY2,NA,58,252,29,54,7,3,0,20,0,5,0,2,,,,,1 +gilgahu01,1875,1,BR2,NA,2,8,2,2,0,0,0,0,0,0,0,0,,,,,0 +gilmoji01,1875,1,WS6,NA,3,12,2,3,0,0,0,0,0,0,0,3,,,,,0 +gilro01,1875,1,PH1,NA,2,6,0,1,0,0,0,0,0,0,0,0,,,,,0 +glennjo01,1875,1,CH2,NA,69,308,46,75,8,0,0,27,10,2,3,6,,,,,2 +goldemi01,1875,1,KEO,NA,13,46,6,6,0,0,0,1,0,0,0,3,,,,,0 +goldemi01,1875,2,CH2,NA,39,155,16,40,3,0,0,14,3,2,2,10,,,,,0 +goldsfr01,1875,1,NH1,NA,1,4,0,2,0,0,0,1,0,0,0,0,,,,,0 +goldswa01,1875,1,KEO,NA,13,51,3,6,0,0,0,1,0,0,0,2,,,,,1 +gouldch01,1875,1,NH1,NA,27,109,9,29,4,1,0,8,0,1,1,2,,,,,1 +haguebi01,1875,1,SL2,NA,62,260,24,57,2,0,0,22,3,4,2,9,,,,,2 +hallge01,1875,1,PH1,NA,77,358,71,107,10,12,4,62,8,5,3,4,,,,,1 +halliji01,1875,1,KEO,NA,13,51,12,14,2,1,0,3,2,2,0,1,,,,,0 +halliji01,1875,2,NY2,NA,44,203,29,58,6,3,3,21,2,2,1,2,,,,,1 +harbibi01,1875,1,HR1,NA,53,208,32,50,3,3,0,26,2,4,9,3,,,,,1 +harriri01,1875,1,NH1,NA,1,4,0,2,1,0,0,1,0,1,0,0,,,,,0 +hastisc01,1875,1,CH2,NA,65,287,43,73,9,0,0,30,13,11,9,14,,,,,1 +hatfijo01,1875,1,NY2,NA,1,4,1,2,1,0,0,1,0,0,0,0,,,,,0 +hautzch01,1875,1,SL1,NA,19,83,5,25,3,0,0,4,5,1,0,9,,,,,0 +heifefr01,1875,1,BS1,NA,11,50,11,14,0,3,0,5,0,0,0,0,,,,,0 +helli01,1875,1,BR2,NA,1,4,0,1,0,0,0,0,0,0,0,0,,,,,0 +hicksna01,1875,1,NY2,NA,62,269,32,67,10,0,0,22,1,0,2,10,,,,,2 +highadi01,1875,1,CH2,NA,42,208,44,49,5,3,0,12,6,2,0,0,,,,,3 +highadi01,1875,2,NY2,NA,15,64,12,25,5,0,0,10,0,0,0,1,,,,,0 +hinespa01,1875,1,CH2,NA,68,308,45,101,14,4,0,36,6,9,1,0,,,,,1 +holdsji01,1875,1,NY2,NA,71,324,45,92,12,1,0,23,3,3,1,3,,,,,1 +holliho01,1875,1,WS6,NA,19,81,8,20,1,1,0,5,2,1,1,2,,,,,0 +jonesch01,1875,1,KEO,NA,13,50,4,14,2,5,0,11,1,1,0,5,,,,,0 +jonesch01,1875,2,HR1,NA,1,4,1,0,0,0,0,0,0,0,0,1,,,,,0 +keenaji01,1875,1,NH1,NA,5,13,1,1,0,0,0,0,0,0,0,0,,,,,0 +keerlge01,1875,1,CH2,NA,6,23,2,3,0,0,0,3,0,0,0,2,,,,,0 +kesslhe01,1875,1,BR2,NA,25,105,17,26,2,0,0,7,0,2,1,2,,,,,0 +knighge01,1875,1,NH1,NA,1,4,0,0,0,0,0,0,0,0,0,0,,,,,0 +knighlo01,1875,1,PH1,NA,13,47,5,6,2,0,0,2,2,0,0,2,,,,,0 +knowdja01,1875,1,BR2,NA,43,163,17,32,2,0,0,9,0,1,1,3,,,,,0 +lathaju01,1875,1,BS1,NA,16,78,23,21,4,0,0,13,0,0,0,2,,,,,0 +lathaju01,1875,2,NH1,NA,20,76,6,15,1,0,0,5,6,0,0,4,,,,,0 +leonaan01,1875,1,BS1,NA,80,396,87,127,14,6,1,74,14,8,2,6,,,,,1 +lovetle01,1875,1,PH3,NA,6,21,2,5,1,0,0,2,0,0,1,5,,,,,0 +lowryjo01,1875,1,WS6,NA,6,22,2,3,0,0,0,0,0,1,1,0,,,,,0 +luffhe01,1875,1,NH1,NA,38,166,15,45,10,3,2,18,3,3,0,5,,,,,3 +malonfe01,1875,1,PH2,NA,29,123,15,28,2,1,0,10,1,0,1,2,,,,,0 +mannija01,1875,1,BS1,NA,77,348,71,94,11,3,1,46,5,5,2,9,,,,,3 +martial01,1875,1,BR2,NA,6,26,1,3,0,0,0,1,0,0,0,0,,,,,0 +masonch01,1875,1,PH3,NA,12,47,5,11,0,0,0,3,0,0,0,1,,,,,0 +masonch01,1875,2,WS6,NA,8,33,2,3,0,0,0,1,0,0,0,3,,,,,0 +mathebo01,1875,1,NY2,NA,70,264,23,48,6,2,0,15,1,2,2,5,,,,,4 +mcbridi01,1875,1,PH1,NA,60,270,42,73,9,0,0,45,2,1,4,5,,,,,2 +mcclobi01,1875,1,WS6,NA,11,40,1,7,0,0,0,4,0,1,1,2,,,,,0 +mcgeami01,1875,1,PH2,NA,68,310,71,90,6,2,0,37,19,4,1,1,,,,,0 +mcgeepa01,1875,1,NY2,NA,25,95,4,17,2,0,0,9,0,0,0,10,,,,,1 +mcgeepa01,1875,2,BR2,NA,18,65,3,10,3,1,0,5,0,0,1,4,,,,,1 +mcginti01,1875,1,PH3,NA,13,52,5,12,0,1,0,5,0,0,0,4,,,,,0 +mcginti01,1875,2,NH1,NA,32,131,13,36,3,1,0,10,1,1,0,7,,,,,0 +mckeljo01,1875,1,NH1,NA,43,188,26,43,3,1,0,10,3,1,5,8,,,,,1 +mcmuljo01,1875,1,PH2,NA,54,222,33,57,9,4,2,19,6,10,5,12,,,,,0 +mcsortr01,1875,1,SL1,NA,15,52,4,11,0,0,0,2,3,0,0,3,,,,,1 +mcveyca01,1875,1,BS1,NA,82,389,89,138,36,9,3,87,7,0,1,5,,,,,0 +metcaal01,1875,1,NY2,NA,8,32,2,7,0,0,0,1,2,0,0,3,,,,,0 +meyerle01,1875,1,PH2,NA,68,301,55,95,14,8,1,54,7,2,0,2,,,,,0 +millejo01,1875,1,KEO,NA,13,50,4,6,1,0,0,0,0,0,0,3,,,,,2 +millejo01,1875,2,CH2,NA,15,54,1,8,0,0,0,1,0,0,0,7,,,,,0 +milleto01,1875,1,SL2,NA,56,214,18,35,2,0,0,12,2,0,1,8,,,,,2 +millsev01,1875,1,HR1,NA,80,342,59,89,8,4,1,48,6,4,0,3,,,,,3 +mooremo01,1875,1,BR2,NA,21,86,5,19,4,0,0,5,0,1,0,4,,,,,1 +morgapi01,1875,1,SL1,NA,19,69,11,18,4,0,0,1,2,1,5,4,,,,,0 +munnho01,1875,1,BR2,NA,1,4,0,0,0,0,0,0,0,0,0,0,,,,,0 +murnati01,1875,1,PH2,NA,69,313,71,85,5,0,1,30,30,9,7,7,,,,,0 +nelsoca01,1875,1,NY2,NA,70,276,28,55,7,1,0,23,4,2,9,0,,,,,2 +nichoal01,1875,1,BR2,NA,32,131,4,20,2,0,0,9,0,0,0,6,,,,,0 +nichotr01,1875,1,NH1,NA,34,119,12,23,0,2,0,5,5,0,0,2,,,,,0 +oneilj01,1875,1,BR2,NA,7,26,3,2,0,0,0,1,0,1,1,1,,,,,0 +oranto01,1875,1,SL1,NA,19,81,7,15,3,1,0,10,3,2,1,1,,,,,0 +orourji01,1875,1,BS1,NA,75,358,97,106,13,7,6,72,17,5,9,6,,,,,2 +paborch01,1875,1,BR2,NA,42,153,14,36,2,2,0,11,0,0,1,1,,,,,2 +paborch01,1875,2,NH1,NA,6,23,4,8,0,2,0,2,0,0,0,1,,,,,0 +parksbi01,1875,1,WS6,NA,27,111,13,20,0,0,0,6,1,1,1,1,,,,,0 +parksbi01,1875,2,PH2,NA,2,6,0,1,0,0,0,0,0,0,0,1,,,,,0 +patteda01,1875,1,BR2,NA,12,45,4,9,0,0,0,4,1,0,0,0,,,,,0 +pearcdi01,1875,1,SL2,NA,70,311,51,77,6,3,0,29,8,3,7,7,,,,,0 +peterjo01,1875,1,CH2,NA,69,297,40,85,16,2,0,34,12,6,0,3,,,,,0 +phelpne01,1875,1,NY2,NA,2,6,1,2,1,0,0,0,0,0,0,1,,,,,0 +pikeli01,1875,1,SL2,NA,70,312,61,108,22,12,0,44,25,10,3,8,,,,,1 +quinnpa01,1875,1,BR2,NA,2,8,2,1,0,0,0,0,0,0,0,0,,,,,0 +quinnpa02,1875,1,KEO,NA,11,43,4,14,1,0,0,5,0,1,0,1,,,,,0 +quinnpa02,1875,2,HR1,NA,5,13,1,3,0,0,0,1,0,1,1,3,,,,,0 +quinnpa02,1875,3,CH2,NA,17,61,12,14,0,0,0,1,1,1,0,2,,,,,0 +radcljo01,1875,1,PH3,NA,5,23,2,4,0,0,0,0,0,0,1,0,,,,,0 +reachal01,1875,1,PH1,NA,3,14,4,4,1,0,0,1,2,1,0,0,,,,,0 +redmobi01,1875,1,SL1,NA,19,82,12,16,2,0,0,1,3,0,2,7,,,,,0 +remseja01,1875,1,HR1,NA,86,358,70,96,10,4,0,34,6,3,5,4,,,,,2 +resslla01,1875,1,WS6,NA,27,108,17,21,1,0,0,5,4,0,0,4,,,,,0 +rextewi01,1875,1,BR2,NA,1,4,0,0,0,0,0,0,0,0,0,0,,,,,0 +richmjo01,1875,1,PH1,NA,29,125,29,25,2,0,0,12,1,0,1,4,,,,,0 +rileybi01,1875,1,KEO,NA,8,33,4,5,1,0,0,1,0,0,1,1,,,,,0 +rocapad01,1875,1,PH1,NA,16,69,13,12,1,0,0,4,3,2,1,7,,,,,0 +ryanjo01,1875,1,NH1,NA,37,146,17,23,2,2,0,8,10,4,3,12,,,,,0 +saylo01,1875,1,WS6,NA,11,38,4,10,0,0,0,2,0,0,0,7,,,,,0 +schafha01,1875,1,BS1,NA,52,222,49,64,9,0,0,17,3,2,1,8,,,,,2 +selmafr01,1875,1,WS6,NA,1,3,0,1,0,0,0,0,0,0,0,0,,,,,0 +sewarge01,1875,1,SL2,NA,25,96,12,24,2,0,0,8,1,0,1,1,,,,,0 +shaff01,1875,1,BR2,NA,1,4,0,0,0,0,0,0,0,0,0,0,,,,,0 +shaffor01,1875,1,PH2,NA,19,70,10,17,2,1,0,6,2,0,0,4,,,,,0 +sheri01,1875,1,BR2,NA,1,4,0,0,0,0,0,0,0,0,0,1,,,,,0 +simmojo01,1875,1,KEO,NA,13,53,5,9,1,0,0,4,1,2,0,2,,,,,0 +smithjo01,1875,1,NH1,NA,1,3,0,0,0,0,0,0,0,0,1,0,,,,,0 +smithto01,1875,1,BR2,NA,3,13,0,1,0,0,0,1,0,0,0,0,,,,,0 +snydepo01,1875,1,PH2,NA,66,263,38,64,8,2,1,25,3,8,4,4,,,,,2 +somered01,1875,1,PH3,NA,14,57,6,13,3,0,0,6,1,0,1,3,,,,,1 +somered01,1875,2,NH1,NA,33,136,14,29,5,0,0,7,1,2,1,3,,,,,0 +spaldal01,1875,1,BS1,NA,74,343,68,107,15,3,0,56,2,2,3,3,,,,,0 +startjo01,1875,1,NY2,NA,69,314,58,90,10,5,4,30,1,4,3,0,,,,,0 +stearbi01,1875,1,WS6,NA,21,78,9,20,0,0,0,7,0,1,1,4,,,,,0 +stevero01,1875,1,WS6,NA,1,4,0,1,0,0,0,0,0,0,0,0,,,,,0 +stodd01,1875,1,BR2,NA,2,9,1,1,1,0,0,0,0,0,0,1,,,,,0 +sulli01,1875,1,NH1,NA,2,8,3,3,0,0,0,2,1,0,0,1,,,,,0 +suttoez01,1875,1,PH1,NA,75,358,83,116,11,7,1,59,13,10,1,3,,,,,3 +sweasch01,1875,1,SL1,NA,19,76,7,13,1,0,0,4,2,4,3,1,,,,,1 +terry01,1875,1,WS6,NA,6,22,0,4,0,1,0,2,0,0,0,1,,,,,0 +thompfr01,1875,1,BR2,NA,1,5,1,2,0,0,0,1,0,0,0,0,,,,,0 +thompfr01,1875,2,WS6,NA,11,41,3,4,0,1,0,3,0,0,0,1,,,,,0 +tippeji01,1875,1,NH1,NA,41,159,10,25,1,0,0,4,1,0,1,6,,,,,2 +treacfr01,1875,1,PH3,NA,11,46,9,12,3,0,0,2,1,0,2,0,,,,,0 +treacfr01,1875,2,PH2,NA,43,179,23,38,3,3,0,15,6,3,1,3,,,,,3 +trenwge01,1875,1,PH3,NA,10,45,5,8,2,0,0,4,0,0,1,2,,,,,0 +trenwge01,1875,2,NH1,NA,6,25,1,6,2,0,0,3,0,0,0,1,,,,,0 +waittch01,1875,1,SL2,NA,30,113,14,23,10,0,0,12,3,2,2,7,,,,,1 +walkeos01,1875,1,BR2,NA,1,2,0,0,0,0,0,0,0,0,1,0,,,,,1 +warnefr01,1875,1,PH3,NA,14,57,11,14,4,0,0,2,0,0,1,2,,,,,0 +waterfr01,1875,1,CH2,NA,5,20,2,6,0,0,0,3,0,1,0,2,,,,,0 +weavesa01,1875,1,PH2,NA,1,4,1,1,1,0,0,1,0,0,0,0,,,,,0 +whitede01,1875,1,BS1,NA,80,371,76,136,23,3,1,60,2,3,3,2,,,,,2 +whitewa01,1875,1,CH2,NA,69,287,37,71,9,0,0,23,5,10,0,3,,,,,3 +withech01,1875,1,WS6,NA,1,1,0,0,0,0,0,0,0,0,0,0,,,,,0 +wrighge01,1875,1,BS1,NA,79,408,106,136,20,7,2,61,13,6,2,6,,,,,0 +wrighha01,1875,1,BS1,NA,1,4,1,1,0,0,0,0,0,0,0,1,,,,,0 +wrighsa01,1875,1,NH1,NA,33,127,10,24,4,0,0,5,1,0,1,1,,,,,0 +yorkto01,1875,1,HR1,NA,86,375,68,111,14,7,0,37,7,3,3,6,,,,,1 +zettlge01,1875,1,CH2,NA,32,133,7,29,0,0,0,9,0,0,0,5,,,,,2 +zettlge01,1875,2,PH2,NA,21,83,10,15,0,0,0,6,1,0,0,7,,,,,2 +addybo01,1876,1,CHN,NL,32,142,36,40,4,1,0,16,,,5,0,,,,, +allisar01,1876,1,LS1,NL,31,130,9,27,2,1,0,10,,,2,6,,,,, +allisdo01,1876,1,HAR,NL,44,163,19,43,4,0,0,15,,,3,9,,,,, +andrufr01,1876,1,CHN,NL,8,36,6,11,3,0,0,2,,,0,5,,,,, +ansonca01,1876,1,CHN,NL,66,309,63,110,9,7,2,59,,,12,8,,,,, +barnero01,1876,1,CHN,NL,66,322,126,138,21,14,1,59,,,20,8,,,,, +battijo01,1876,1,SL3,NL,64,283,34,85,11,4,0,46,,,6,6,,,,, +bechtge01,1876,1,LS1,NL,14,55,2,10,1,0,0,2,,,0,1,,,,, +bechtge01,1876,2,NY3,NL,2,10,2,3,0,0,0,0,,,0,0,,,,, +berghjo01,1876,1,PHN,NL,1,4,0,0,0,0,0,0,,,0,2,,,,, +bielaos01,1876,1,CHN,NL,32,139,24,29,3,0,0,10,,,2,3,,,,, +blongjo01,1876,1,SL3,NL,62,264,30,62,7,4,0,30,,,2,9,,,,, +bondto01,1876,1,HAR,NL,45,182,18,50,8,0,0,21,,,0,4,,,,, +bootham01,1876,1,CN1,NL,63,272,31,71,3,0,0,14,,,9,11,,,,, +boothed01,1876,1,NY3,NL,57,228,17,49,2,1,0,7,,,2,4,,,,, +bordejo01,1876,1,BSN,NL,32,121,19,25,3,0,0,7,,,3,3,,,,, +bradlfo01,1876,1,BSN,NL,22,82,12,19,2,1,0,8,,,2,3,,,,, +bradlge01,1876,1,SL3,NL,64,265,29,66,7,6,0,28,,,3,12,,,,, +brownle01,1876,1,BSN,NL,45,195,23,41,6,6,2,21,,,3,22,,,,, +burdoja01,1876,1,HAR,NL,69,309,66,80,9,1,0,23,,,13,16,,,,, +bushodo01,1876,1,PHN,NL,5,21,4,1,0,0,0,1,,,0,0,,,,, +carbijo01,1876,1,LS1,NL,7,25,3,4,0,0,0,1,,,0,0,,,,, +careyto01,1876,1,HAR,NL,68,289,51,78,7,0,0,26,,,3,4,,,,, +cassijo01,1876,1,HAR,NL,12,47,6,13,2,0,0,8,,,1,0,,,,, +chapmja01,1876,1,LS1,NL,17,67,4,16,1,0,0,5,,,1,3,,,,, +clackbo01,1876,1,CN1,NL,32,118,10,19,0,1,0,5,,,5,12,,,,, +clappjo01,1876,1,SL3,NL,64,298,60,91,4,2,0,29,,,8,2,,,,, +clintji01,1876,1,LS1,NL,16,65,8,22,2,0,0,0,,,0,0,,,,, +collida01,1876,1,LS1,NL,7,28,3,4,1,0,0,9,,,0,2,,,,, +coonwi01,1876,1,PHN,NL,54,220,30,50,5,1,0,22,,,2,4,,,,, +cravebi01,1876,1,NY3,NL,56,246,24,55,4,0,0,22,,,2,7,,,,, +cummica01,1876,1,HAR,NL,24,105,14,17,3,0,0,7,,,0,3,,,,, +currepe01,1876,1,PHN,NL,3,12,5,4,1,0,0,2,,,0,0,,,,, +cuthbne01,1876,1,SL3,NL,63,283,46,70,10,1,0,25,,,7,4,,,,, +deando01,1876,1,CN1,NL,34,138,9,36,3,1,0,4,,,2,13,,,,, +dehlmhe01,1876,1,SL3,NL,64,245,40,45,6,0,0,9,,,9,10,,,,, +devliji01,1876,1,LS1,NL,68,298,38,94,14,1,0,28,,,1,11,,,,, +eggleda01,1876,1,PHN,NL,39,174,28,52,4,0,0,19,,,2,4,,,,, +fairge01,1876,1,NY3,NL,1,4,0,0,0,0,0,0,,,0,0,,,,, +fergubo01,1876,1,HAR,NL,69,310,48,82,8,5,0,32,,,2,11,,,,, +fieldsa01,1876,1,CN1,NL,4,14,2,0,0,0,0,0,,,1,3,,,,, +fishech01,1876,1,CN1,NL,35,129,12,32,1,0,0,4,,,0,8,,,,, +fislewe01,1876,1,PHN,NL,59,278,42,80,15,1,1,30,,,2,4,,,,, +foleywi01,1876,1,CN1,NL,58,221,19,50,3,2,0,9,,,0,14,,,,, +forceda01,1876,1,PHN,NL,60,284,48,66,6,0,0,17,,,5,3,,,,, +forceda01,1876,2,NY3,NL,1,3,0,0,0,0,0,0,,,0,0,,,,, +fousebi01,1876,1,PHN,NL,21,89,11,12,0,1,0,2,,,0,0,,,,, +fulmech01,1876,1,LS1,NL,66,267,28,73,9,5,1,29,,,1,10,,,,, +gerhajo01,1876,1,LS1,NL,65,292,33,76,10,3,2,18,,,3,5,,,,, +glennjo01,1876,1,CHN,NL,66,276,55,84,9,2,0,32,,,12,6,,,,, +gouldch01,1876,1,CN1,NL,61,258,27,65,7,0,0,11,,,6,11,,,,, +haguebi01,1876,1,LS1,NL,67,294,31,78,8,0,1,22,,,2,10,,,,, +hallge01,1876,1,PHN,NL,60,268,51,98,7,13,5,45,,,8,4,,,,, +halliji01,1876,1,NY3,NL,54,240,45,67,7,6,2,36,,,2,4,,,,, +harbibi01,1876,1,HAR,NL,30,106,11,23,2,1,0,6,,,3,2,,,,, +hastisc01,1876,1,LS1,NL,67,283,36,73,6,1,0,21,,,5,11,,,,, +hatfijo01,1876,1,NY3,NL,1,4,0,1,0,0,0,1,,,0,0,,,,, +hayesmi01,1876,1,NY3,NL,5,21,1,3,0,2,0,2,,,0,0,,,,, +heubege01,1876,1,NY3,NL,1,4,0,0,0,0,0,0,,,0,0,,,,, +hicksna01,1876,1,NY3,NL,45,188,20,44,4,1,0,15,,,3,4,,,,, +highadi01,1876,1,HAR,NL,67,312,59,102,21,2,0,35,,,2,7,,,,, +hinespa01,1876,1,CHN,NL,64,305,62,101,21,3,2,59,,,1,3,,,,, +holbebi01,1876,1,LS1,NL,12,43,3,11,0,0,0,5,,,0,3,,,,, +holdsji01,1876,1,NY3,NL,52,241,23,64,3,2,0,19,,,1,2,,,,, +jonesch01,1876,1,CN1,NL,64,276,40,79,17,4,4,38,,,7,17,,,,, +kesslhe01,1876,1,CN1,NL,59,248,26,64,5,0,0,11,,,7,10,,,,, +knighlo01,1876,1,PHN,NL,55,240,32,60,9,3,0,24,,,2,2,,,,, +laffefl01,1876,1,PHN,NL,1,3,0,0,0,0,0,0,,,0,0,,,,, +larkite01,1876,1,NY3,NL,1,4,0,0,0,0,0,0,,,0,0,,,,, +leonaan01,1876,1,BSN,NL,64,303,53,85,10,2,0,27,,,4,6,,,,, +mackde01,1876,1,SL3,NL,48,180,32,39,5,0,1,7,,,11,5,,,,, +malonfe01,1876,1,PHN,NL,22,96,14,22,2,0,0,6,,,0,1,,,,, +malonjo01,1876,1,NY3,NL,2,7,1,2,0,1,0,2,,,0,1,,,,, +mannija01,1876,1,BSN,NL,70,288,52,76,13,0,2,25,,,7,5,,,,, +mathebo01,1876,1,NY3,NL,56,218,19,40,4,1,0,9,,,3,2,,,,, +mcbridi01,1876,1,BSN,NL,4,16,2,3,0,0,0,4,,,0,0,,,,, +mcgeami01,1876,1,SL3,NL,61,276,48,72,3,0,0,30,,,2,1,,,,, +mcginti01,1876,1,BSN,NL,9,40,5,6,0,0,0,2,,,0,1,,,,, +mcguijo01,1876,1,NY3,NL,1,4,0,0,0,0,0,0,,,0,0,,,,, +mcveyca01,1876,1,CHN,NL,63,308,62,107,15,0,1,53,,,2,4,,,,, +meyerle01,1876,1,PHN,NL,55,256,46,87,12,8,0,34,,,3,2,,,,, +millsev01,1876,1,HAR,NL,63,254,28,66,8,1,0,23,,,1,3,,,,, +morrijo01,1876,1,BSN,NL,66,278,38,73,5,2,0,26,,,3,5,,,,, +mullejo01,1876,1,PHN,NL,1,3,0,0,0,0,0,0,,,0,0,,,,, +murnati01,1876,1,BSN,NL,69,308,60,87,4,3,2,34,,,8,12,,,,, +nichoal01,1876,1,NY3,NL,57,212,20,38,4,0,0,9,,,2,3,,,,, +nichotr01,1876,1,BSN,NL,1,4,0,0,0,0,0,0,,,0,0,,,,, +orourji01,1876,1,BSN,NL,70,312,61,102,17,3,2,43,,,15,17,,,,, +parksbi01,1876,1,BSN,NL,1,4,0,0,0,0,0,0,,,0,0,,,,, +paullo01,1876,1,PHN,NL,3,12,2,2,1,0,0,0,,,0,0,,,,, +pearcdi01,1876,1,SL3,NL,25,102,12,21,1,0,0,10,,,3,5,,,,, +pearcfr01,1876,1,LS1,NL,1,2,0,0,0,0,0,0,,,0,0,,,,, +peterjo01,1876,1,CHN,NL,66,316,70,111,14,2,1,47,,,3,2,,,,, +phelpne01,1876,1,NY3,NL,1,3,0,0,0,0,0,0,,,0,1,,,,, +phelpne01,1876,2,PHN,NL,1,4,0,0,0,0,0,0,,,0,0,,,,, +piersda01,1876,1,CN1,NL,57,233,33,55,4,1,0,13,,,1,9,,,,, +pikeli01,1876,1,SL3,NL,63,282,55,91,19,10,1,50,,,8,9,,,,, +remseja01,1876,1,HAR,NL,69,324,62,89,12,5,1,30,,,1,15,,,,, +rittewh01,1876,1,PHN,NL,16,52,8,13,3,0,0,4,,,0,2,,,,, +ryanjo01,1876,1,LS1,NL,64,241,32,61,5,1,1,18,,,6,23,,,,, +schafha01,1876,1,BSN,NL,70,286,47,72,11,0,0,35,,,4,11,,,,, +sewarge01,1876,1,NY3,NL,1,3,0,0,0,0,0,0,,,0,0,,,,, +shandji01,1876,1,NY3,NL,2,8,0,1,0,0,0,0,,,0,0,,,,, +snydepo01,1876,1,LS1,NL,56,224,21,44,4,1,1,9,,,2,7,,,,, +snydere01,1876,1,CN1,NL,55,205,10,31,3,1,0,12,,,1,19,,,,, +somered01,1876,1,LS1,NL,64,256,29,48,5,1,0,14,,,1,6,,,,, +spaldal01,1876,1,CHN,NL,66,292,54,91,14,2,0,44,,,6,3,,,,, +startjo01,1876,1,NY3,NL,56,264,40,73,6,0,0,21,,,1,2,,,,, +suttoez01,1876,1,PHN,NL,54,236,45,70,12,7,1,31,,,3,2,,,,, +sweasch01,1876,1,CN1,NL,56,225,18,46,5,2,0,10,,,2,5,,,,, +treacfr01,1876,1,NY3,NL,57,256,47,54,5,1,0,18,,,1,5,,,,, +treacpe01,1876,1,NY3,NL,2,5,1,0,0,0,0,0,,,1,0,,,,, +valenbo01,1876,1,NY3,NL,1,3,0,0,0,0,0,0,,,0,0,,,,, +wardji01,1876,1,PHN,NL,1,4,1,2,0,0,0,1,,,0,1,,,,, +warnefr01,1876,1,PHN,NL,1,3,0,0,0,0,0,0,,,0,0,,,,, +westbi01,1876,1,NY3,NL,1,4,0,0,0,0,0,0,,,0,0,,,,, +whitede01,1876,1,CHN,NL,66,303,66,104,18,1,1,60,,,7,3,,,,, +whitnfr01,1876,1,BSN,NL,34,139,27,33,7,1,0,15,,,1,3,,,,, +willida01,1876,1,CN1,NL,9,35,1,7,0,0,0,1,,,0,4,,,,, +wrighge01,1876,1,BSN,NL,70,335,72,100,18,6,1,34,,,8,9,,,,, +wrighha01,1876,1,BSN,NL,1,3,0,0,0,0,0,0,,,0,1,,,,, +wrighsa01,1876,1,BSN,NL,2,8,0,1,0,0,0,0,,,0,0,,,,, +yorkto01,1876,1,HAR,NL,67,263,47,68,12,7,1,39,,,10,4,,,,, +zettlge01,1876,1,PHN,NL,32,128,11,27,2,1,0,11,,,0,5,,,,, +addybo01,1877,1,CN1,NL,57,245,27,68,2,3,0,31,,,6,5,,,,, +allisdo01,1877,1,HAR,NL,29,115,14,17,2,0,0,6,,,3,7,,,,, +ansonca01,1877,1,CHN,NL,59,255,52,86,19,1,0,32,,,9,3,,,,, +barnero01,1877,1,CHN,NL,22,92,16,25,1,0,0,5,,,7,4,,,,, +bassjo01,1877,1,HAR,NL,1,4,1,1,0,0,0,0,,,0,0,,,,, +battijo01,1877,1,SL3,NL,57,226,28,45,3,7,1,22,,,6,17,,,,, +blongjo01,1877,1,SL3,NL,58,218,17,47,8,3,0,13,,,4,22,,,,, +bondto01,1877,1,BSN,NL,61,259,32,59,4,3,0,30,,,1,15,,,,, +bootham01,1877,1,CN1,NL,44,157,16,27,2,1,0,13,,,12,10,,,,, +bradlge01,1877,1,CHN,NL,55,214,31,52,7,3,0,12,,,6,19,,,,, +brownle01,1877,1,BSN,NL,58,221,27,56,12,8,1,31,,,6,33,,,,, +buncejo01,1877,1,HAR,NL,1,4,0,0,0,0,0,0,,,0,0,,,,, +burdoja01,1877,1,HAR,NL,58,277,35,72,6,0,0,9,,,2,16,,,,, +careyto01,1877,1,HAR,NL,60,274,38,70,3,2,1,20,,,0,9,,,,, +cassijo01,1877,1,HAR,NL,60,251,43,95,10,5,0,27,,,3,3,,,,, +clappjo01,1877,1,SL3,NL,60,255,47,81,6,6,0,34,,,8,6,,,,, +cravebi01,1877,1,LS1,NL,57,238,33,63,5,2,0,29,,,5,11,,,,, +croftar01,1877,1,SL3,NL,54,220,23,51,5,2,0,27,,,1,15,,,,, +crowlbi01,1877,1,LS1,NL,61,238,30,67,9,3,1,23,,,4,13,,,,, +cummica01,1877,1,CN1,NL,19,70,6,14,1,2,0,4,,,4,6,,,,, +cuthbne01,1877,1,CN1,NL,12,56,6,10,5,0,0,2,,,1,2,,,,, +dehlmhe01,1877,1,SL3,NL,32,119,24,22,4,0,0,11,,,7,21,,,,, +devliji01,1877,1,LS1,NL,61,268,38,72,6,3,1,27,,,7,27,,,,, +dorgami01,1877,1,SL3,NL,60,266,45,82,9,7,0,23,,,9,13,,,,, +edench01,1877,1,CHN,NL,15,55,9,12,0,1,0,5,,,3,6,,,,, +eggleda01,1877,1,CHN,NL,33,136,20,36,3,0,0,20,,,1,5,,,,, +fergubo01,1877,1,HAR,NL,58,254,40,65,7,2,0,35,,,3,10,,,,, +fishech01,1877,1,CHN,NL,1,4,0,0,0,0,0,0,,,0,2,,,,, +foleywi01,1877,1,CN1,NL,56,216,23,41,5,1,0,18,,,4,13,,,,, +forceda01,1877,1,SL3,NL,58,225,24,59,5,3,0,22,,,11,15,,,,, +gerhajo01,1877,1,LS1,NL,59,250,41,76,6,5,1,35,,,5,8,,,,, +gleasja01,1877,1,SL3,NL,1,4,0,1,0,0,0,0,,,0,1,,,,, +glennjo01,1877,1,CHN,NL,50,202,31,46,6,1,0,20,,,8,16,,,,, +gouldch01,1877,1,CN1,NL,24,91,5,25,2,1,0,13,,,5,5,,,,, +haguebi01,1877,1,LS1,NL,59,263,38,70,7,1,1,24,,,7,18,,,,, +haldejo01,1877,1,LS1,NL,1,4,0,0,0,0,0,0,,,0,0,,,,, +hallge01,1877,1,LS1,NL,61,269,53,87,15,8,0,26,,,12,19,,,,, +halliji01,1877,1,CN1,NL,16,73,18,27,1,1,0,7,,,1,1,,,,, +halliji01,1877,2,CHN,NL,19,89,17,25,4,1,0,11,,,4,2,,,,, +harbibi01,1877,1,HAR,NL,41,167,18,37,5,2,0,8,,,3,6,,,,, +hastisc01,1877,1,CN1,NL,20,71,7,10,1,0,0,3,,,3,6,,,,, +hicksna01,1877,1,CN1,NL,8,32,3,6,0,0,0,3,,,1,2,,,,, +hinespa01,1877,1,CHN,NL,60,261,44,73,11,7,0,23,,,1,8,,,,, +holdsji01,1877,1,HAR,NL,55,260,26,66,5,2,0,20,,,2,8,,,,, +jonesch01,1877,1,CN1,NL,17,69,16,21,3,3,1,10,,,4,8,,,,, +jonesch01,1877,2,CHN,NL,2,8,1,3,1,0,0,2,,,1,0,,,,, +jonesch01,1877,3,CN1,NL,38,163,36,51,8,7,1,26,,,10,17,,,,, +kesslhe01,1877,1,CN1,NL,6,20,0,2,0,0,0,0,,,2,1,,,,, +laffefl01,1877,1,LS1,NL,4,17,2,1,1,0,0,0,,,0,4,,,,, +larkite01,1877,1,HAR,NL,58,228,28,52,6,5,1,18,,,5,23,,,,, +lathaju01,1877,1,LS1,NL,59,278,42,81,10,6,0,22,,,5,6,,,,, +leele01,1877,1,SL3,NL,4,18,0,5,1,0,0,0,,,0,1,,,,, +leonaan01,1877,1,BSN,NL,58,272,46,78,5,0,0,27,,,5,5,,,,, +littlha01,1877,1,SL3,NL,1,5,0,1,0,0,0,0,,,0,3,,,,, +littlha01,1877,2,LS1,NL,1,3,0,0,0,0,0,0,,,1,1,,,,, +littlha01,1877,3,SL3,NL,2,7,2,1,0,0,0,0,,,1,3,,,,, +loftuto01,1877,1,SL3,NL,3,11,2,2,0,0,0,0,,,0,1,,,,, +malonjo01,1877,1,HAR,NL,1,4,0,1,0,0,0,0,,,0,0,,,,, +mannija01,1877,1,CN1,NL,57,252,47,80,16,7,0,36,,,5,6,,,,, +mathebo01,1877,1,CN1,NL,15,59,5,10,0,0,0,0,,,1,2,,,,, +mcgeami01,1877,1,SL3,NL,57,258,35,65,3,2,0,20,,,2,6,,,,, +mckenpa01,1877,1,SL3,NL,1,5,0,1,0,0,0,0,,,0,1,,,,, +mcveyca01,1877,1,CHN,NL,60,266,58,98,9,7,0,36,,,8,11,,,,, +meyerle01,1877,1,CN1,NL,27,107,11,35,7,2,0,15,,,0,4,,,,, +millege01,1877,1,CN1,NL,11,37,4,6,1,0,0,3,,,5,2,,,,, +mitchbo01,1877,1,CN1,NL,13,49,5,10,3,0,0,5,,,1,2,,,,, +morrijo01,1877,1,BSN,NL,61,242,47,73,5,1,0,28,,,6,15,,,,, +murnati01,1877,1,BSN,NL,35,140,23,39,7,1,1,15,,,6,7,,,,, +newelte01,1877,1,SL3,NL,1,3,0,0,0,0,0,0,,,0,0,,,,, +nichoal01,1877,1,LS1,NL,6,19,1,4,0,1,0,0,,,0,2,,,,, +nichotr01,1877,1,SL3,NL,51,186,22,31,4,2,0,9,,,3,15,,,,, +orourji01,1877,1,BSN,NL,61,265,68,96,14,4,0,23,,,20,9,,,,, +pearcdi01,1877,1,SL3,NL,8,29,1,5,0,0,0,4,,,1,4,,,,, +peterjo01,1877,1,CHN,NL,60,265,45,84,10,3,0,41,,,1,7,,,,, +pikeja01,1877,1,HAR,NL,1,4,0,1,0,0,0,0,,,0,0,,,,, +pikeli01,1877,1,CN1,NL,58,262,45,78,12,4,4,23,,,9,7,,,,, +quinnpa02,1877,1,CHN,NL,4,14,1,1,0,0,0,0,,,1,0,,,,, +redmobi01,1877,1,CN1,NL,3,12,1,3,1,0,0,3,,,1,1,,,,, +reisla01,1877,1,CHN,NL,4,16,3,2,0,0,0,1,,,0,0,,,,, +remseja01,1877,1,SL3,NL,33,123,14,32,3,4,0,13,,,4,3,,,,, +roweda01,1877,1,CHN,NL,2,7,0,2,0,0,0,0,,,0,3,,,,, +ryanjo01,1877,1,CN1,NL,6,26,2,4,0,1,0,2,,,1,5,,,,, +schafha01,1877,1,BSN,NL,33,141,20,39,5,2,0,13,,,0,7,,,,, +shaffor01,1877,1,LS1,NL,61,260,38,74,9,5,3,34,,,9,17,,,,, +smithha01,1877,1,CHN,NL,24,94,7,19,1,0,0,3,,,4,6,,,,, +smithha01,1877,2,CN1,NL,10,36,4,9,2,1,0,3,,,1,5,,,,, +snydepo01,1877,1,LS1,NL,61,248,23,64,7,2,2,28,,,3,14,,,,, +spaldal01,1877,1,CHN,NL,60,254,29,65,7,6,0,35,,,3,16,,,,, +startjo01,1877,1,HAR,NL,60,271,55,90,3,6,1,21,,,6,2,,,,, +sullich01,1877,1,CN1,NL,8,32,4,8,0,0,0,4,,,1,0,,,,, +suttoez01,1877,1,BSN,NL,58,253,43,74,10,6,0,39,,,4,10,,,,, +tayloli01,1877,1,HAR,NL,2,8,0,3,0,0,0,0,,,0,2,,,,, +waittch01,1877,1,CHN,NL,10,41,2,4,0,0,0,2,,,0,3,,,,, +whitede01,1877,1,BSN,NL,59,266,51,103,14,11,2,49,,,8,3,,,,, +whitewi01,1877,1,BSN,NL,3,15,4,3,0,0,0,1,,,0,1,,,,, +wrighge01,1877,1,BSN,NL,61,290,58,80,15,1,0,35,,,9,15,,,,, +wrighha01,1877,1,BSN,NL,1,4,0,0,0,0,0,0,,,0,1,,,,, +yorkto01,1877,1,HAR,NL,56,237,43,67,16,7,1,37,,,3,11,,,,, +allisdo01,1878,1,PRO,NL,19,76,9,22,2,0,0,7,,,1,8,,,,, +ansonca01,1878,1,CHN,NL,60,261,55,89,12,2,0,40,,,13,1,,,,, +bennech01,1878,1,ML2,NL,49,184,16,45,9,0,1,12,,,10,26,,,,, +blissfr01,1878,1,ML2,NL,2,8,1,1,0,0,0,0,,,0,0,,,,, +bondto01,1878,1,BSN,NL,59,236,22,50,4,1,0,23,,,0,9,,,,, +brownle01,1878,1,PRO,NL,58,243,44,74,21,6,1,43,,,7,37,,,,, +burdoja01,1878,1,BSN,NL,60,246,37,64,12,6,0,25,,,3,17,,,,, +careyto01,1878,1,PRO,NL,61,253,33,60,10,3,0,24,,,0,14,,,,, +cassijo01,1878,1,CHN,NL,60,256,33,68,7,1,0,29,,,9,11,,,,, +clappjo01,1878,1,IN1,NL,63,263,42,80,10,2,0,29,,,13,8,,,,, +coreyfr01,1878,1,PRO,NL,7,21,3,3,0,0,0,1,,,0,2,,,,, +creamge01,1878,1,ML2,NL,50,193,30,41,7,3,0,15,,,5,15,,,,, +croftar01,1878,1,IN1,NL,60,222,22,35,6,0,0,16,,,5,23,,,,, +dalryab01,1878,1,ML2,NL,61,271,52,96,10,4,0,15,,,6,29,,,,, +dickebu01,1878,1,CN1,NL,29,123,17,38,5,1,0,9,,,0,7,,,,, +ellicjo01,1878,1,ML2,NL,3,13,2,2,0,0,0,1,,,0,1,,,,, +fergubo01,1878,1,CHN,NL,61,259,44,91,10,2,0,39,,,10,12,,,,, +fishech01,1878,1,PRO,NL,1,3,0,0,0,0,0,0,,,0,0,,,,, +flintsi01,1878,1,IN1,NL,63,254,23,57,7,0,0,18,,,2,15,,,,, +foleywi01,1878,1,ML2,NL,56,229,33,62,8,5,0,22,,,7,14,,,,, +geerbi01,1878,1,CN1,NL,61,237,31,52,13,2,0,20,,,10,18,,,,, +gerhajo01,1878,1,CN1,NL,60,259,46,77,7,2,0,28,,,7,14,,,,, +goldemi01,1878,1,ML2,NL,55,214,16,44,6,3,0,20,,,3,35,,,,, +goodmja01,1878,1,ML2,NL,60,252,28,62,4,3,1,27,,,7,33,,,,, +haguebi01,1878,1,PRO,NL,62,250,21,51,3,0,0,25,,,5,34,,,,, +halliji01,1878,1,CHN,NL,16,67,14,19,3,0,0,2,,,5,6,,,,, +halliji01,1878,2,IN1,NL,3,12,0,3,2,0,0,1,,,0,2,,,,, +hankifr01,1878,1,CHN,NL,58,240,38,64,8,3,1,27,,,5,36,,,,, +harbibi01,1878,1,CHN,NL,54,240,32,71,12,0,0,37,,,6,13,,,,, +healeto01,1878,1,PRO,NL,3,9,0,2,1,0,0,2,,,0,4,,,,, +healeto01,1878,2,IN1,NL,12,45,2,8,1,0,0,4,,,0,14,,,,, +highadi01,1878,1,PRO,NL,62,281,60,90,22,1,1,29,,,5,16,,,,, +hinespa01,1878,1,PRO,NL,62,257,42,92,13,4,4,50,,,2,10,,,,, +holbebi01,1878,1,ML2,NL,45,173,10,32,2,0,0,12,,,3,14,,,,, +jennial01,1878,1,ML2,NL,1,2,0,0,0,0,0,0,,,1,0,,,,, +jonesch01,1878,1,CN1,NL,61,261,50,81,11,7,3,39,,,4,17,,,,, +kellyki01,1878,1,CN1,NL,60,237,29,67,7,1,0,27,,,7,7,,,,, +knowdja01,1878,1,ML2,NL,4,14,2,3,1,0,0,2,,,0,3,,,,, +larkite01,1878,1,CHN,NL,58,226,33,65,9,4,0,32,,,17,17,,,,, +leonaan01,1878,1,BSN,NL,60,262,41,68,8,5,0,16,,,3,19,,,,, +mannija01,1878,1,BSN,NL,60,248,41,63,10,1,0,23,,,10,16,,,,, +mcclebi01,1878,1,CHN,NL,48,205,26,46,6,1,0,29,,,2,13,,,,, +mccorji01,1878,1,IN1,NL,15,56,5,8,1,0,0,0,,,0,2,,,,, +mckelru01,1878,1,IN1,NL,63,253,33,57,4,3,2,36,,,5,38,,,,, +mcveyca01,1878,1,CN1,NL,61,271,43,83,10,4,2,28,,,5,10,,,,, +mitchbo01,1878,1,CN1,NL,13,49,4,12,0,0,0,8,,,1,4,,,,, +morgapi01,1878,1,ML2,NL,14,56,2,11,0,0,0,5,,,3,9,,,,, +morrijo01,1878,1,BSN,NL,60,233,26,56,5,1,0,23,,,5,16,,,,, +murnati01,1878,1,PRO,NL,49,188,35,45,6,1,0,14,,,8,12,,,,, +nelsoca01,1878,1,IN1,NL,19,84,12,11,1,0,0,5,,,5,11,,,,, +nichotr01,1878,1,PRO,NL,11,49,2,9,2,0,0,2,,,2,10,,,,, +nolanth01,1878,1,IN1,NL,38,152,11,37,8,0,0,16,,,2,10,,,,, +orourji01,1878,1,BSN,NL,60,255,44,71,17,7,1,29,,,5,21,,,,, +peterjo01,1878,1,ML2,NL,55,246,33,76,6,1,0,22,,,5,8,,,,, +pikeli01,1878,1,CN1,NL,31,145,28,47,5,1,0,11,,,4,9,,,,, +pikeli01,1878,2,PRO,NL,5,22,4,5,0,1,0,4,,,1,1,,,,, +powerph01,1878,1,CHN,NL,8,31,2,5,1,1,0,2,,,1,5,,,,, +questjo01,1878,1,IN1,NL,62,278,45,57,3,2,0,13,,,12,24,,,,, +redmobi01,1878,1,ML2,NL,48,187,16,43,8,0,0,21,,,8,13,,,,, +reisla01,1878,1,CHN,NL,5,20,2,3,0,0,0,0,,,1,6,,,,, +remseja01,1878,1,CHN,NL,56,224,32,52,11,1,1,19,,,17,33,,,,, +schafha01,1878,1,BSN,NL,2,8,0,1,0,0,0,0,,,0,1,,,,, +shaffor01,1878,1,IN1,NL,63,266,48,90,19,6,0,30,,,13,20,,,,, +snydepo01,1878,1,BSN,NL,60,226,21,48,5,0,0,14,,,1,19,,,,, +spaldal01,1878,1,CHN,NL,1,4,0,2,0,0,0,0,,,0,0,,,,, +startjo01,1878,1,CHN,NL,61,285,58,100,12,5,1,27,,,2,3,,,,, +sullibi01,1878,1,CHN,NL,2,6,1,1,0,0,0,0,,,0,0,,,,, +sullich01,1878,1,CN1,NL,61,244,29,63,4,2,0,20,,,2,9,,,,, +suttoez01,1878,1,BSN,NL,60,239,31,54,9,3,1,29,,,2,14,,,,, +sweasch01,1878,1,PRO,NL,55,212,23,37,3,0,0,8,,,7,23,,,,, +traffbi01,1878,1,CHN,NL,2,9,1,1,0,0,0,1,,,0,1,,,,, +wardjo01,1878,1,PRO,NL,37,138,14,27,5,4,1,15,,,2,13,,,,, +warnefr01,1878,1,IN1,NL,43,165,19,41,4,0,0,10,,,2,15,,,,, +weavesa01,1878,1,ML2,NL,48,170,15,34,4,1,0,3,,,11,14,,,,, +wheelha01,1878,1,PRO,NL,7,27,7,4,0,0,0,1,,,2,15,,,,, +whitede01,1878,1,CN1,NL,61,258,41,81,4,1,0,29,,,10,5,,,,, +whitewi01,1878,1,CN1,NL,52,197,15,28,1,1,0,9,,,8,41,,,,, +willine01,1878,1,IN1,NL,63,250,31,58,10,2,1,19,,,5,15,,,,, +wrighge01,1878,1,BSN,NL,59,267,35,60,5,1,0,12,,,6,22,,,,, +yorkto01,1878,1,PRO,NL,62,269,56,83,19,10,1,26,,,8,19,,,,, +adamsge01,1879,1,SR1,NL,4,13,0,3,0,0,0,0,,,1,1,,,,, +allenja01,1879,1,SR1,NL,11,48,7,9,2,1,0,3,,,1,5,,,,, +allenja01,1879,2,CL2,NL,16,60,7,7,1,1,0,4,,,1,9,,,,, +allisdo01,1879,1,PRO,NL,1,5,0,0,0,0,0,0,,,0,1,,,,, +ansonca01,1879,1,CHN,NL,51,227,40,72,20,1,0,34,,,2,2,,,,, +barnero01,1879,1,CN1,NL,77,323,55,86,9,2,1,30,,,16,25,,,,, +bondto01,1879,1,BSN,NL,65,257,35,62,3,1,0,21,,,6,8,,,,, +bradlge01,1879,1,TRN,NL,63,251,36,62,9,5,0,23,,,1,20,,,,, +broutda01,1879,1,TRN,NL,39,168,17,46,12,1,4,17,,,1,18,,,,, +brownle01,1879,1,PRO,NL,53,229,23,59,13,4,2,38,,,4,24,,,,, +brownle01,1879,2,CHN,NL,6,21,2,6,1,0,0,3,,,1,4,,,,, +burdoja01,1879,1,BSN,NL,84,359,64,86,10,3,0,36,,,9,28,,,,, +burkemi01,1879,1,CN1,NL,28,117,13,26,3,0,0,8,,,2,5,,,,, +careyto01,1879,1,CL2,NL,80,335,30,80,14,1,0,32,,,5,20,,,,, +carpehi01,1879,1,SR1,NL,65,261,30,53,6,0,0,20,,,2,15,,,,, +caskied01,1879,1,TRN,NL,70,304,32,78,13,2,0,21,,,2,14,,,,, +cassijo01,1879,1,TRN,NL,9,37,4,7,1,0,0,1,,,2,4,,,,, +clappaa01,1879,1,TRN,NL,36,146,24,39,9,3,0,18,,,6,10,,,,, +clappjo01,1879,1,BFN,NL,70,292,47,77,12,5,1,36,,,11,11,,,,, +cogswed01,1879,1,BSN,NL,49,236,51,76,8,1,1,18,,,8,5,,,,, +creamge01,1879,1,SR1,NL,15,60,3,13,2,0,0,3,,,1,2,,,,, +crowlbi01,1879,1,BFN,NL,60,261,41,75,9,5,0,30,,,6,14,,,,, +dalryab01,1879,1,CHN,NL,71,333,47,97,25,1,0,23,,,4,29,,,,, +deckefr01,1879,1,SR1,NL,3,10,0,1,0,0,0,0,,,0,3,,,,, +dickebu01,1879,1,CN1,NL,81,350,73,102,18,14,2,57,,,3,27,,,,, +dolanto01,1879,1,CHN,NL,1,4,0,0,0,0,0,0,,,0,2,,,,, +dorgami01,1879,1,SR1,NL,59,270,38,72,11,5,1,17,,,4,13,,,,, +doschhe01,1879,1,TRN,NL,47,191,16,42,8,0,0,18,,,2,10,,,,, +doschhe01,1879,2,CHN,NL,3,11,1,2,0,0,0,1,,,0,3,,,,, +edench01,1879,1,CL2,NL,81,353,40,96,31,7,3,34,,,6,20,,,,, +eggleda01,1879,1,BFN,NL,78,317,41,66,5,7,0,27,,,11,41,,,,, +evansja01,1879,1,TRN,NL,72,280,30,65,9,5,0,17,,,5,18,,,,, +farreja02,1879,1,SR1,NL,54,241,40,73,6,2,1,21,,,3,13,,,,, +farreja02,1879,2,PRO,NL,12,51,5,13,2,0,0,5,,,0,0,,,,, +fergubo01,1879,1,TRN,NL,30,123,18,31,5,2,0,4,,,4,3,,,,, +flintsi01,1879,1,CHN,NL,79,324,46,92,22,6,1,41,,,6,44,,,,, +foleycu01,1879,1,BSN,NL,35,146,16,46,3,1,0,17,,,3,4,,,,, +foleywi01,1879,1,CN1,NL,56,218,22,46,5,1,0,25,,,2,16,,,,, +forceda01,1879,1,BFN,NL,79,316,36,66,5,2,0,8,,,13,37,,,,, +fulmech01,1879,1,BFN,NL,76,306,30,82,11,5,0,28,,,5,34,,,,, +galvipu01,1879,1,BFN,NL,67,265,34,66,11,6,0,27,,,1,56,,,,, +gardngi01,1879,1,TRN,NL,2,6,1,1,0,0,0,0,,,0,0,,,,, +gerhajo01,1879,1,CN1,NL,79,313,22,62,12,3,1,39,,,3,19,,,,, +gilliba01,1879,1,CL2,NL,52,205,20,35,6,2,0,11,,,0,13,,,,, +glassja01,1879,1,CL2,NL,80,325,31,68,9,3,0,29,,,6,24,,,,, +goldsfr01,1879,1,TRN,NL,9,38,6,9,1,0,0,2,,,1,3,,,,, +gorege01,1879,1,CHN,NL,63,266,43,70,17,4,0,32,,,8,30,,,,, +grossem01,1879,1,PRO,NL,30,132,31,46,9,5,0,24,,,4,8,,,,, +gunklfr01,1879,1,CL2,NL,1,3,1,0,0,0,0,0,,,0,1,,,,, +haguebi01,1879,1,PRO,NL,51,209,20,47,3,1,0,21,,,3,19,,,,, +hallal01,1879,1,TRN,NL,67,306,30,79,7,3,0,14,,,3,13,,,,, +hankifr01,1879,1,CHN,NL,44,171,14,31,4,0,0,8,,,2,14,,,,, +harbibi01,1879,1,CHN,NL,4,18,2,2,0,0,0,1,,,0,5,,,,, +hawesbi01,1879,1,BSN,NL,38,155,19,31,3,3,0,9,,,2,13,,,,, +hawketh01,1879,1,TRN,NL,64,250,24,52,6,1,0,20,,,4,14,,,,, +hinespa01,1879,1,PRO,NL,85,409,81,146,25,10,2,52,,,8,16,,,,, +hoffmhi01,1879,1,CL2,NL,2,6,0,0,0,0,0,0,,,0,3,,,,, +holbebi01,1879,1,SR1,NL,59,229,11,46,0,0,0,21,,,1,20,,,,, +holbebi01,1879,2,TRN,NL,4,15,1,4,0,0,0,2,,,0,1,,,,, +hornujo01,1879,1,BFN,NL,78,319,46,85,18,7,0,38,,,2,27,,,,, +hotalpe01,1879,1,CN1,NL,81,369,64,103,20,9,1,27,,,12,17,,,,, +houcksa01,1879,1,BSN,NL,80,356,69,95,24,9,2,49,,,4,11,,,,, +jonesch01,1879,1,BSN,NL,83,355,85,112,22,10,9,62,,,29,38,,,,, +kellyjo01,1879,1,CL2,NL,1,4,0,1,0,0,0,0,,,0,0,,,,, +kellyki01,1879,1,CN1,NL,77,345,78,120,20,12,2,47,,,8,14,,,,, +kellyki02,1879,1,SR1,NL,10,36,4,4,1,0,0,2,,,0,6,,,,, +kellyki02,1879,2,TRN,NL,6,22,1,5,0,0,0,0,,,0,1,,,,, +kemmlru01,1879,1,PRO,NL,2,7,0,1,0,0,0,0,,,0,1,,,,, +kennedo01,1879,1,CL2,NL,49,193,19,56,8,2,1,18,,,2,10,,,,, +larkite01,1879,1,CHN,NL,60,228,26,50,12,2,0,18,,,8,24,,,,, +libbyst01,1879,1,BFN,NL,1,2,0,0,0,0,0,0,,,0,1,,,,, +maculji01,1879,1,SR1,NL,64,246,24,52,9,0,0,13,,,3,27,,,,, +magnejo01,1879,1,CN1,NL,1,4,0,0,0,0,0,1,,,0,1,,,,, +mansemi01,1879,1,SR1,NL,67,242,24,52,4,2,1,13,,,5,45,,,,, +manseto01,1879,1,TRN,NL,40,177,29,43,6,0,0,11,,,3,9,,,,, +manseto01,1879,2,SR1,NL,1,4,0,1,0,0,0,0,,,0,0,,,,, +mathebo01,1879,1,PRO,NL,43,173,25,35,2,0,1,10,,,7,12,,,,, +mccorha01,1879,1,SR1,NL,57,230,21,51,4,1,1,21,,,0,22,,,,, +mccorji01,1879,1,CL2,NL,75,282,35,62,10,2,0,20,,,1,9,,,,, +mcgeami01,1879,1,PRO,NL,85,374,62,103,7,2,0,35,,,5,13,,,,, +mcguijo01,1879,1,SR1,NL,12,51,7,15,1,1,0,4,,,0,6,,,,, +mcgunbi01,1879,1,BFN,NL,47,171,22,30,0,1,0,5,,,5,24,,,,, +mcmanpa01,1879,1,TRN,NL,2,8,0,1,0,0,0,0,,,0,2,,,,, +mcveyca01,1879,1,CN1,NL,81,354,64,105,18,6,0,55,,,8,13,,,,, +mitchbo01,1879,1,CL2,NL,30,109,11,16,2,2,0,6,,,0,14,,,,, +morrijo01,1879,1,BSN,NL,84,348,56,98,18,5,0,49,,,14,32,,,,, +neaglja01,1879,1,CN1,NL,3,12,1,2,0,0,0,2,,,0,0,,,,, +nelsoca01,1879,1,TRN,NL,28,106,17,28,7,1,0,10,,,8,4,,,,, +olearda01,1879,1,PRO,NL,2,7,1,3,0,0,0,2,,,0,0,,,,, +orourji01,1879,1,PRO,NL,81,362,69,126,19,9,1,46,,,13,10,,,,, +orourjo01,1879,1,BSN,NL,72,317,69,108,17,11,6,62,,,8,32,,,,, +osterch01,1879,1,SR1,NL,2,8,0,0,0,0,0,0,,,0,0,,,,, +peterjo01,1879,1,CHN,NL,83,379,45,93,13,2,1,31,,,1,19,,,,, +phillbi01,1879,1,CL2,NL,81,365,58,99,15,4,0,29,,,2,20,,,,, +purcebl01,1879,1,SR1,NL,63,277,32,72,6,3,0,25,,,3,13,,,,, +purcebl01,1879,2,CN1,NL,12,50,10,11,0,0,0,4,,,0,3,,,,, +questjo01,1879,1,CHN,NL,83,334,38,69,16,1,0,22,,,9,33,,,,, +reillch01,1879,1,TRN,NL,62,236,17,54,5,1,0,19,,,1,20,,,,, +remseja01,1879,1,CHN,NL,42,152,14,33,4,2,0,8,,,2,23,,,,, +richaha01,1879,1,BFN,NL,79,336,54,95,18,10,0,37,,,16,30,,,,, +richmjo01,1879,1,SR1,NL,62,254,31,54,8,4,1,23,,,4,24,,,,, +richmle01,1879,1,BSN,NL,1,6,0,2,0,0,0,1,,,0,1,,,,, +rileybi01,1879,1,CL2,NL,43,161,14,23,2,0,0,9,,,2,26,,,,, +roweja01,1879,1,BFN,NL,8,34,8,12,1,0,0,8,,,0,1,,,,, +salisha01,1879,1,TRN,NL,10,36,3,2,0,0,0,0,,,1,7,,,,, +shaffor01,1879,1,CHN,NL,73,316,53,96,13,0,0,35,,,6,28,,,,, +shoupjo01,1879,1,TRN,NL,11,44,5,4,0,0,0,1,,,0,3,,,,, +snydepo01,1879,1,BSN,NL,81,329,42,78,16,3,2,35,,,5,31,,,,, +startjo01,1879,1,PRO,NL,66,317,70,101,11,5,2,37,,,7,4,,,,, +stedrjo01,1879,1,CHN,NL,4,12,0,1,0,0,0,0,,,0,3,,,,, +stockle01,1879,1,CL2,NL,2,6,0,0,0,0,0,0,,,0,2,,,,, +striege01,1879,1,CL2,NL,71,264,24,46,7,1,0,15,,,10,23,,,,, +sullide01,1879,1,PRO,NL,5,19,5,5,2,0,0,2,,,1,1,,,,, +suttoez01,1879,1,BSN,NL,84,339,54,84,13,4,0,34,,,2,18,,,,, +tayloli01,1879,1,TRN,NL,24,97,10,21,4,0,0,8,,,1,8,,,,, +tyngji01,1879,1,BSN,NL,3,14,2,5,1,0,0,0,,,0,1,,,,, +walkeos01,1879,1,BFN,NL,72,287,35,79,15,6,1,35,,,8,38,,,,, +wardjo01,1879,1,PRO,NL,83,364,71,104,9,4,2,41,,,7,14,,,,, +warnefr01,1879,1,CL2,NL,76,316,32,77,11,4,0,22,,,2,20,,,,, +wheelha01,1879,1,CN1,NL,1,3,0,0,0,0,0,0,,,0,2,,,,, +whitebi01,1879,1,PRO,NL,1,4,1,1,0,0,0,0,,,0,1,,,,, +whitede01,1879,1,CN1,NL,78,333,55,110,16,6,1,52,,,6,9,,,,, +whitewi01,1879,1,CN1,NL,76,294,28,40,6,0,0,17,,,6,56,,,,, +willine01,1879,1,CHN,NL,80,320,66,94,20,13,1,36,,,24,31,,,,, +woodhre01,1879,1,SR1,NL,34,131,4,21,1,0,0,2,,,0,23,,,,, +wrighge01,1879,1,PRO,NL,85,388,79,107,15,10,1,42,,,13,20,,,,, +yorkto01,1879,1,PRO,NL,81,342,69,106,25,5,1,50,,,19,28,,,,, +ahearch01,1880,1,TRN,NL,1,4,1,1,0,0,0,0,,,0,0,,,,, +ansonca01,1880,1,CHN,NL,86,356,54,120,24,1,1,74,,,14,12,,,,, +bealsto01,1880,1,CHN,NL,13,46,4,7,0,0,0,3,,,1,6,,,,, +bennech01,1880,1,WOR,NL,51,193,20,44,9,3,0,18,,,10,30,,,,, +berghjo01,1880,1,BSN,NL,11,40,2,8,3,0,0,0,,,2,5,,,,, +bondto01,1880,1,BSN,NL,76,282,27,62,4,1,0,24,,,8,14,,,,, +bootham01,1880,1,CN1,NL,1,2,0,0,0,0,0,0,,,0,0,,,,, +bradlge01,1880,1,PRO,NL,82,309,32,70,7,6,0,23,,,5,38,,,,, +briodfa01,1880,1,TRN,NL,1,4,0,0,0,0,0,0,,,0,0,,,,, +broutda01,1880,1,TRN,NL,3,12,0,2,0,0,0,1,,,1,0,,,,, +burdoja01,1880,1,BSN,NL,86,356,58,90,17,4,2,35,,,8,26,,,,, +burnsto01,1880,1,CHN,NL,85,333,47,103,17,3,0,43,,,12,23,,,,, +bushodo01,1880,1,WOR,NL,41,146,13,25,3,0,0,19,,,1,16,,,,, +carpehi01,1880,1,CN1,NL,77,300,32,72,6,4,0,23,,,2,15,,,,, +caskied01,1880,1,TRN,NL,82,333,36,75,5,4,0,28,,,7,24,,,,, +cassijo01,1880,1,TRN,NL,83,352,40,89,14,8,0,29,,,12,34,,,,, +clappjo01,1880,1,CN1,NL,80,323,33,91,16,4,1,20,,,21,10,,,,, +cogswed01,1880,1,TRN,NL,47,209,41,63,7,3,0,13,,,11,10,,,,, +connoro01,1880,1,TRN,NL,83,340,53,113,18,8,3,47,,,13,21,,,,, +corcola01,1880,1,CHN,NL,72,286,41,66,11,1,0,25,,,10,33,,,,, +coreyfr01,1880,1,WOR,NL,41,138,11,24,8,1,0,6,,,4,27,,,,, +cranesa01,1880,1,BFN,NL,10,31,4,4,0,0,0,2,,,1,8,,,,, +creamge01,1880,1,WOR,NL,85,306,40,61,6,3,0,27,,,4,21,,,,, +crowlbi01,1880,1,BFN,NL,85,354,57,95,16,4,0,20,,,19,23,,,,, +dalryab01,1880,1,CHN,NL,86,382,91,126,25,12,0,36,,,3,18,,,,, +dickebu01,1880,1,TRN,NL,30,119,15,23,2,2,0,10,,,2,3,,,,, +dickebu01,1880,2,WOR,NL,31,133,22,39,8,6,0,20,,,1,2,,,,, +dignast01,1880,1,BSN,NL,8,34,4,11,1,0,0,4,,,0,3,,,,, +dignast01,1880,2,WOR,NL,3,10,1,3,0,1,0,2,,,0,1,,,,, +dorgaje01,1880,1,WOR,NL,10,35,2,7,1,0,0,1,,,0,1,,,,, +dorgami01,1880,1,PRO,NL,79,321,45,79,10,1,0,31,,,10,18,,,,, +driscde01,1880,1,BFN,NL,18,65,1,10,1,0,0,4,,,1,7,,,,, +dunlafr01,1880,1,CL2,NL,85,373,61,103,27,9,4,30,,,7,32,,,,, +ellicjo01,1880,1,WOR,NL,5,18,1,1,0,0,0,0,,,1,2,,,,, +esterdu01,1880,1,BFN,NL,64,253,20,61,12,1,0,35,,,0,15,,,,, +evansja01,1880,1,TRN,NL,47,180,31,46,8,1,0,22,,,7,15,,,,, +ewingbu01,1880,1,TRN,NL,13,45,1,8,1,0,0,5,,,1,3,,,,, +farreja02,1880,1,PRO,NL,80,339,46,92,12,5,3,36,,,10,6,,,,, +fergubo01,1880,1,TRN,NL,82,332,55,87,9,0,0,22,,,24,24,,,,, +flintsi01,1880,1,CHN,NL,74,284,30,46,10,4,0,17,,,5,32,,,,, +foleycu01,1880,1,BSN,NL,80,332,44,97,13,2,2,31,,,8,14,,,,, +forceda01,1880,1,BFN,NL,81,290,22,49,10,0,0,17,,,10,35,,,,, +fulmech01,1880,1,BFN,NL,11,44,3,7,0,0,0,1,,,2,4,,,,, +galvipu01,1880,1,BFN,NL,66,241,25,51,9,2,0,12,,,5,57,,,,, +gardngi01,1880,1,CL2,NL,10,32,0,6,1,1,0,4,,,2,4,,,,, +geerbi01,1880,1,WOR,NL,2,6,0,0,0,0,0,0,,,0,0,,,,, +gillepe01,1880,1,TRN,NL,82,346,50,84,20,5,2,24,,,17,35,,,,, +gilliba01,1880,1,CL2,NL,30,99,9,17,4,3,1,13,,,6,12,,,,, +glassja01,1880,1,CL2,NL,77,296,37,72,13,3,0,27,,,2,21,,,,, +goldsfr01,1880,1,CHN,NL,35,142,24,37,4,2,0,15,,,2,15,,,,, +gorege01,1880,1,CHN,NL,77,322,70,116,23,2,2,47,,,21,10,,,,, +grossem01,1880,1,PRO,NL,87,347,43,90,18,3,1,34,,,16,15,,,,, +guthch01,1880,1,CHN,NL,1,4,0,1,0,0,0,0,,,1,2,,,,, +haleyfr01,1880,1,TRN,NL,2,7,0,0,0,0,0,0,,,1,2,,,,, +hallal01,1880,1,CL2,NL,3,8,1,1,0,0,0,0,,,0,0,,,,, +hankifr01,1880,1,CL2,NL,69,263,32,55,7,4,1,19,,,1,23,,,,, +hanlone01,1880,1,CL2,NL,73,280,30,69,10,3,0,32,,,11,30,,,,, +harbibi01,1880,1,TRN,NL,9,27,3,10,0,1,0,2,,,0,3,,,,, +highadi01,1880,1,TRN,NL,1,5,1,1,0,0,0,0,,,0,0,,,,, +hinespa01,1880,1,PRO,NL,85,374,64,115,20,2,3,35,,,13,17,,,,, +holbebi01,1880,1,TRN,NL,60,212,18,40,5,1,0,8,,,9,18,,,,, +hornujo01,1880,1,BFN,NL,85,342,47,91,8,11,1,42,,,8,29,,,,, +hotalpe01,1880,1,CL2,NL,78,325,40,78,17,8,0,41,,,10,30,,,,, +houcksa01,1880,1,BSN,NL,12,47,2,7,0,0,0,2,,,0,6,,,,, +houcksa01,1880,2,PRO,NL,49,184,27,37,7,7,1,22,,,3,6,,,,, +irwinar01,1880,1,WOR,NL,85,352,53,91,19,4,1,35,,,11,27,,,,, +jonesch01,1880,1,BSN,NL,66,280,44,84,15,3,5,37,,,11,27,,,,, +kearnto01,1880,1,BFN,NL,2,7,0,0,0,0,0,0,,,0,0,,,,, +keefeti01,1880,1,TRN,NL,12,43,4,10,3,0,0,3,,,1,12,,,,, +keenaji01,1880,1,BFN,NL,2,7,1,1,0,0,0,0,,,1,1,,,,, +kellyki01,1880,1,CHN,NL,84,344,72,100,17,9,1,60,,,12,22,,,,, +kennedo01,1880,1,CL2,NL,66,250,26,50,10,1,0,18,,,5,12,,,,, +knighlo01,1880,1,WOR,NL,49,201,31,48,11,3,0,21,,,5,8,,,,, +larkite01,1880,1,TRN,NL,6,20,1,3,1,0,0,1,,,3,4,,,,, +lathaar01,1880,1,BFN,NL,22,79,9,10,3,1,0,3,,,1,8,,,,, +lawlomi01,1880,1,TRN,NL,4,9,1,1,0,0,0,0,,,1,1,,,,, +learyja01,1880,1,BSN,NL,1,3,1,0,0,0,0,0,,,1,0,,,,, +leonaan01,1880,1,CN1,NL,33,133,15,28,3,0,1,17,,,8,11,,,,, +mackde01,1880,1,BFN,NL,17,59,5,12,0,0,0,3,,,5,7,,,,, +mannija01,1880,1,CN1,NL,48,190,20,41,6,3,2,17,,,7,15,,,,, +mansemi01,1880,1,CN1,NL,53,187,22,36,6,2,2,12,,,4,37,,,,, +mccorji01,1880,1,CL2,NL,78,289,34,71,11,0,0,26,,,5,5,,,,, +mcgeami01,1880,1,PRO,NL,18,59,5,8,0,0,0,1,,,0,6,,,,, +mcgeami01,1880,2,CL2,NL,31,111,14,28,2,1,0,6,,,4,3,,,,, +mcgunbi01,1880,1,BFN,NL,7,22,0,4,0,0,0,1,,,0,4,,,,, +mcgunbi01,1880,2,WOR,NL,1,4,0,0,0,0,0,0,,,0,2,,,,, +morrijo01,1880,1,BSN,NL,86,342,51,81,16,8,2,44,,,11,37,,,,, +mountfr01,1880,1,TRN,NL,2,9,1,2,0,0,0,0,,,0,4,,,,, +moynami01,1880,1,BFN,NL,27,100,12,33,5,1,0,14,,,6,9,,,,, +nichotr01,1880,1,WOR,NL,2,7,0,0,0,0,0,0,,,0,0,,,,, +olearda01,1880,1,BSN,NL,3,12,1,3,2,0,0,1,,,0,3,,,,, +orourji01,1880,1,BSN,NL,86,363,71,100,20,11,6,45,,,21,8,,,,, +orourjo01,1880,1,BSN,NL,81,313,30,86,22,8,3,36,,,18,32,,,,, +peterjo01,1880,1,PRO,NL,86,359,30,82,5,0,0,24,,,5,15,,,,, +phillbi01,1880,1,CL2,NL,85,334,41,85,14,10,1,36,,,6,29,,,,, +poormto01,1880,1,BFN,NL,19,70,5,11,1,0,0,1,,,0,13,,,,, +poormto01,1880,2,CHN,NL,7,25,3,5,1,2,0,0,,,0,2,,,,, +powerph01,1880,1,BSN,NL,37,126,11,18,5,0,0,10,,,5,15,,,,, +purcebl01,1880,1,CN1,NL,77,325,48,95,13,6,1,24,,,5,13,,,,, +questjo01,1880,1,CHN,NL,82,300,37,71,12,1,0,27,,,8,16,,,,, +radboch01,1880,1,BFN,NL,6,21,1,3,0,0,0,1,,,0,1,,,,, +reillch01,1880,1,CN1,NL,30,103,8,21,1,0,0,9,,,0,5,,,,, +reilljo01,1880,1,CN1,NL,73,272,21,56,8,4,0,16,,,3,36,,,,, +richaha01,1880,1,BFN,NL,83,343,48,89,18,8,0,17,,,14,37,,,,, +richmjo01,1880,1,BSN,NL,32,129,12,32,3,1,0,9,,,2,18,,,,, +richmle01,1880,1,WOR,NL,77,309,44,70,8,4,0,34,,,9,32,,,,, +roweja01,1880,1,BFN,NL,79,326,43,82,10,6,1,36,,,6,17,,,,, +saylo01,1880,1,CN1,NL,48,191,14,38,8,1,0,15,,,4,31,,,,, +shaffor01,1880,1,CL2,NL,83,338,62,90,14,9,0,21,,,17,36,,,,, +smithpo01,1880,1,CN1,NL,83,334,35,69,10,9,0,27,,,6,36,,,,, +sommejo01,1880,1,CN1,NL,24,88,10,16,1,0,0,6,,,0,2,,,,, +startjo01,1880,1,PRO,NL,82,345,53,96,14,6,0,27,,,13,20,,,,, +stearec01,1880,1,BFN,NL,28,104,8,19,6,1,0,13,,,3,23,,,,, +stoveha01,1880,1,WOR,NL,83,355,76,94,21,14,6,28,,,12,46,,,,, +straujo01,1880,1,TRN,NL,3,12,1,3,0,0,0,3,,,1,3,,,,, +sullich01,1880,1,WOR,NL,43,166,22,43,6,3,0,0,,,4,6,,,,, +sullide01,1880,1,BSN,NL,1,4,1,1,0,0,0,2,,,0,1,,,,, +suttoez01,1880,1,BSN,NL,76,288,41,72,9,2,0,25,,,7,7,,,,, +tobinbi01,1880,1,WOR,NL,5,16,1,2,0,0,0,3,,,0,5,,,,, +tobinbi01,1880,2,TRN,NL,33,136,14,22,1,1,0,8,,,4,20,,,,, +trottsa01,1880,1,BSN,NL,39,125,14,26,4,1,0,9,,,3,5,,,,, +walkeos01,1880,1,BFN,NL,34,126,12,29,4,2,1,15,,,6,18,,,,, +wardjo01,1880,1,PRO,NL,86,356,53,81,12,2,0,27,,,6,16,,,,, +welchmi01,1880,1,TRN,NL,66,251,25,72,20,3,0,27,,,5,24,,,,, +wheelha01,1880,1,CL2,NL,1,4,0,1,0,0,0,0,,,0,0,,,,, +wheelha01,1880,2,CN1,NL,17,65,1,6,2,0,0,2,,,0,15,,,,, +whitede01,1880,1,CN1,NL,35,141,21,42,4,2,0,7,,,9,7,,,,, +whitewi01,1880,1,CN1,NL,62,207,16,35,7,1,0,14,,,6,29,,,,, +whitnar01,1880,1,WOR,NL,76,302,38,67,13,5,1,36,,,9,15,,,,, +wiedmst01,1880,1,BFN,NL,23,78,8,8,1,0,0,3,,,2,11,,,,, +willine01,1880,1,CHN,NL,75,311,65,78,20,2,0,31,,,15,26,,,,, +woodge01,1880,1,WOR,NL,81,327,37,80,16,5,0,28,,,10,37,,,,, +wrighge01,1880,1,BSN,NL,1,4,2,1,0,0,0,0,,,0,0,,,,, +wrighsa01,1880,1,CN1,NL,9,34,0,3,0,0,0,0,,,0,5,,,,, +yorkto01,1880,1,PRO,NL,53,203,21,43,9,2,0,18,,,8,29,,,,, +ansonca01,1881,1,CHN,NL,84,343,67,137,21,7,1,82,,,26,4,,,,, +barnero01,1881,1,BSN,NL,69,295,42,80,14,1,0,17,,,16,16,,,,, +bennech01,1881,1,DTN,NL,76,299,44,90,18,7,7,64,,,18,37,,,,, +bondto01,1881,1,BSN,NL,3,10,0,2,0,0,0,0,,,0,0,,,,, +bradlge01,1881,1,DTN,NL,1,4,0,0,0,0,0,0,,,0,0,,,,, +bradlge01,1881,2,CL2,NL,60,241,21,60,10,1,2,18,,,4,25,,,,, +broutda01,1881,1,BFN,NL,65,270,60,86,18,9,8,45,,,18,22,,,,, +brownle01,1881,1,DTN,NL,27,108,16,26,3,1,3,14,,,3,16,,,,, +brownle01,1881,2,PRO,NL,18,75,9,18,3,1,0,10,,,4,13,,,,, +burdoja01,1881,1,BSN,NL,73,282,36,67,12,4,1,24,,,7,18,,,,, +burnsto01,1881,1,CHN,NL,84,342,41,95,20,3,4,42,,,14,22,,,,, +bushodo01,1881,1,WOR,NL,76,275,35,64,7,4,0,21,,,21,23,,,,, +carpehi01,1881,1,WOR,NL,83,347,40,75,12,2,2,31,,,3,19,,,,, +caskied01,1881,1,TRN,NL,63,234,33,53,7,1,0,21,,,13,29,,,,, +cassijo01,1881,1,TRN,NL,85,370,57,82,13,3,1,11,,,18,21,,,,, +clappjo01,1881,1,CL2,NL,68,261,47,66,12,2,0,25,,,35,6,,,,, +connoro01,1881,1,TRN,NL,85,367,55,107,17,6,2,31,,,15,20,,,,, +corcola01,1881,1,CHN,NL,47,189,25,42,8,0,0,9,,,5,22,,,,, +coreyfr01,1881,1,WOR,NL,51,203,22,45,8,4,0,10,,,5,10,,,,, +creamge01,1881,1,WOR,NL,80,309,42,64,9,2,0,25,,,11,27,,,,, +crowlbi01,1881,1,BSN,NL,72,279,33,71,12,0,0,31,,,14,15,,,,, +dalryab01,1881,1,CHN,NL,82,362,72,117,22,4,1,37,,,15,22,,,,, +deaslpa01,1881,1,BSN,NL,43,147,13,35,5,2,0,8,,,5,10,,,,, +dennyje01,1881,1,PRO,NL,85,320,38,77,16,2,1,24,,,5,44,,,,, +derbyge01,1881,1,DTN,NL,59,236,17,44,3,1,0,12,,,4,29,,,,, +dickebu01,1881,1,WOR,NL,80,367,48,116,18,6,1,31,,,8,8,,,,, +dorgami01,1881,1,WOR,NL,51,220,36,61,5,0,0,18,,,8,4,,,,, +dorgami01,1881,2,DTN,NL,8,34,5,8,1,0,0,5,,,1,0,,,,, +doschhe01,1881,1,CL2,NL,5,19,2,4,0,0,0,0,,,0,2,,,,, +dunlafr01,1881,1,CL2,NL,80,351,60,114,25,4,3,24,,,18,24,,,,, +evansja01,1881,1,TRN,NL,83,315,35,76,11,5,0,28,,,14,30,,,,, +ewingbu01,1881,1,TRN,NL,67,272,40,68,14,7,0,25,,,7,8,,,,, +farreja02,1881,1,PRO,NL,84,345,69,82,16,5,5,36,,,29,23,,,,, +fergubo01,1881,1,TRN,NL,85,339,56,96,13,5,1,35,,,29,12,,,,, +flahema01,1881,1,WOR,NL,1,2,0,0,0,0,0,0,,,0,2,,,,, +flintsi01,1881,1,CHN,NL,80,306,46,95,18,0,1,34,,,6,39,,,,, +foleycu01,1881,1,BFN,NL,83,375,58,96,20,2,1,25,,,7,27,,,,, +foleywi01,1881,1,DTN,NL,5,15,0,2,0,0,0,1,,,2,3,,,,, +forceda01,1881,1,BFN,NL,75,278,21,50,9,1,0,15,,,11,29,,,,, +foxjo01,1881,1,BSN,NL,30,118,8,21,0,0,0,4,,,0,11,,,,, +galvipu01,1881,1,BFN,NL,62,236,19,50,12,4,0,21,,,3,70,,,,, +gerhajo01,1881,1,DTN,NL,80,297,35,72,13,6,0,36,,,7,31,,,,, +gillepe01,1881,1,TRN,NL,84,348,43,96,14,3,0,41,,,9,24,,,,, +gilliba01,1881,1,PRO,NL,46,183,19,40,7,2,0,20,,,9,24,,,,, +glassja01,1881,1,CL2,NL,85,335,49,86,9,5,0,33,,,15,8,,,,, +goldsfr01,1881,1,CHN,NL,42,158,24,38,3,4,0,16,,,6,17,,,,, +gorege01,1881,1,CHN,NL,73,309,86,92,18,9,1,44,,,27,23,,,,, +grossem01,1881,1,PRO,NL,51,182,15,50,9,4,1,24,,,13,11,,,,, +hankifr01,1881,1,TRN,NL,85,321,34,62,15,0,1,19,,,10,41,,,,, +hanlone01,1881,1,DTN,NL,76,305,63,85,14,8,2,28,,,22,11,,,,, +hinespa01,1881,1,PRO,NL,80,361,65,103,27,5,2,31,,,13,12,,,,, +holbebi01,1881,1,TRN,NL,46,180,16,49,3,0,0,14,,,3,13,,,,, +hornujo01,1881,1,BSN,NL,83,324,39,78,12,8,2,25,,,5,25,,,,, +hotalpe01,1881,1,WOR,NL,77,317,51,98,15,3,1,35,,,18,12,,,,, +houcksa01,1881,1,DTN,NL,75,308,43,86,16,6,1,36,,,6,6,,,,, +irwinar01,1881,1,WOR,NL,50,206,27,55,8,2,0,24,,,7,4,,,,, +keefeti01,1881,1,TRN,NL,46,152,18,35,7,1,0,19,,,21,26,,,,, +kellyki01,1881,1,CHN,NL,82,353,84,114,27,3,2,55,,,16,14,,,,, +kemmlru01,1881,1,CL2,NL,1,3,0,0,0,0,0,0,,,0,1,,,,, +kennedo01,1881,1,CL2,NL,39,150,19,47,7,1,0,15,,,5,13,,,,, +knighlo01,1881,1,DTN,NL,83,340,67,92,16,3,1,52,,,23,21,,,,, +learyja01,1881,1,DTN,NL,3,11,2,3,1,1,0,4,,,1,1,,,,, +lewisfr01,1881,1,BSN,NL,27,114,17,25,6,0,0,9,,,7,5,,,,, +lynchja01,1881,1,BFN,NL,23,78,6,13,3,0,0,3,,,4,8,,,,, +mannija01,1881,1,BFN,NL,1,1,0,0,0,0,0,0,,,0,0,,,,, +mathebo01,1881,1,PRO,NL,16,57,6,11,1,0,0,4,,,5,6,,,,, +mathebo01,1881,2,BSN,NL,19,71,2,12,2,0,0,4,,,0,5,,,,, +mcclebi01,1881,1,PRO,NL,68,259,30,43,3,1,0,16,,,15,21,,,,, +mccorha01,1881,1,WOR,NL,12,45,1,6,0,0,0,3,,,5,6,,,,, +mccorji01,1881,1,CL2,NL,70,309,45,79,9,4,0,26,,,5,16,,,,, +mcgeami01,1881,1,CL2,NL,11,41,1,9,0,0,0,5,,,0,6,,,,, +morrijo01,1881,1,BSN,NL,81,311,47,90,19,3,1,39,,,12,30,,,,, +morrijo02,1881,1,BFN,NL,12,47,3,10,2,0,0,3,,,0,3,,,,, +mountfr01,1881,1,DTN,NL,7,25,0,4,1,1,0,4,,,2,8,,,,, +moynami01,1881,1,CL2,NL,33,135,12,31,5,1,0,8,,,3,14,,,,, +moynami01,1881,2,DTN,NL,1,4,1,1,0,0,0,0,,,0,1,,,,, +mullato01,1881,1,DTN,NL,5,19,0,5,0,0,0,1,,,0,0,,,,, +myershe01,1881,1,PRO,NL,1,4,0,0,0,0,0,0,,,0,2,,,,, +nelsoca01,1881,1,WOR,NL,24,103,13,29,1,0,1,15,,,5,6,,,,, +nicolhu01,1881,1,CHN,NL,26,108,13,22,2,0,0,7,,,4,12,,,,, +nolanth01,1881,1,CL2,NL,41,168,12,41,5,1,0,18,,,4,13,,,,, +olearda01,1881,1,DTN,NL,2,8,0,0,0,0,0,0,,,0,2,,,,, +orourji01,1881,1,BFN,NL,83,348,71,105,21,7,0,30,,,27,18,,,,, +peterjo01,1881,1,BFN,NL,54,229,21,49,8,1,0,25,,,3,12,,,,, +phillbi01,1881,1,CL2,NL,85,357,51,97,18,10,1,44,,,5,19,,,,, +piercan01,1881,1,CHN,NL,2,8,1,2,0,0,0,0,,,0,1,,,,, +pikeli01,1881,1,WOR,NL,5,18,1,2,0,0,0,0,,,4,3,,,,, +powelma01,1881,1,DTN,NL,55,219,47,74,9,4,1,38,,,15,9,,,,, +powerph01,1881,1,CL2,NL,5,15,1,1,0,0,0,0,,,1,2,,,,, +purcebl01,1881,1,CL2,NL,20,80,3,14,2,1,0,4,,,5,8,,,,, +purcebl01,1881,2,BFN,NL,30,113,15,33,7,2,0,17,,,8,8,,,,, +questjo01,1881,1,CHN,NL,78,293,35,72,6,0,1,26,,,2,29,,,,, +quinnjo01,1881,1,BSN,NL,1,4,0,0,0,0,0,0,,,0,0,,,,, +quinnjo01,1881,2,WOR,NL,2,7,0,1,0,0,0,1,,,1,2,,,,, +radboch01,1881,1,PRO,NL,72,270,27,59,9,0,0,28,,,10,15,,,,, +reillch01,1881,1,DTN,NL,19,70,8,12,2,0,0,3,,,0,10,,,,, +reillch01,1881,2,WOR,NL,2,8,2,3,0,0,0,1,,,0,1,,,,, +remseja01,1881,1,CL2,NL,48,172,14,30,4,3,0,13,,,9,31,,,,, +richaha01,1881,1,BFN,NL,83,344,62,100,18,9,2,53,,,12,27,,,,, +richmjo01,1881,1,BSN,NL,27,98,13,27,2,2,1,12,,,6,7,,,,, +richmle01,1881,1,WOR,NL,61,252,31,63,5,1,0,28,,,10,10,,,,, +roweja01,1881,1,BFN,NL,64,246,30,82,11,11,1,43,,,1,12,,,,, +shaffor01,1881,1,CL2,NL,85,343,48,88,13,6,1,34,,,23,20,,,,, +smithpo01,1881,1,CL2,NL,10,34,1,4,0,0,0,3,,,0,8,,,,, +smithpo01,1881,2,BFN,NL,3,11,3,0,0,0,0,1,,,3,5,,,,, +smithpo01,1881,3,WOR,NL,11,41,1,3,0,0,0,2,,,3,5,,,,, +snydepo01,1881,1,BSN,NL,62,219,14,50,8,0,0,16,,,3,23,,,,, +startjo01,1881,1,PRO,NL,79,348,56,114,12,6,0,29,,,9,7,,,,, +stearec01,1881,1,DTN,NL,3,11,1,1,1,0,0,0,,,0,2,,,,, +stoveha01,1881,1,WOR,NL,75,341,57,92,25,7,2,30,,,12,23,,,,, +stratas01,1881,1,WOR,NL,1,4,0,1,0,0,0,0,,,0,2,,,,, +sullisl01,1881,1,BFN,NL,35,121,13,23,4,0,0,15,,,1,21,,,,, +suttoez01,1881,1,BSN,NL,83,333,42,97,12,4,0,31,,,13,9,,,,, +swarted01,1881,1,BFN,NL,1,3,0,1,0,0,0,0,,,1,0,,,,, +taylobi01,1881,1,WOR,NL,6,28,3,3,1,0,0,2,,,0,2,,,,, +taylobi01,1881,2,DTN,NL,1,4,0,2,2,0,0,1,,,0,0,,,,, +taylobi01,1881,3,CL2,NL,24,103,6,25,1,0,0,12,,,0,8,,,,, +trottsa01,1881,1,DTN,NL,6,25,3,5,2,1,0,2,,,1,3,,,,, +troyda01,1881,1,DTN,NL,11,44,2,15,3,0,0,4,,,3,8,,,,, +wardjo01,1881,1,PRO,NL,85,357,56,87,18,6,0,53,,,5,10,,,,, +welchmi01,1881,1,TRN,NL,40,148,12,30,10,0,0,11,,,1,16,,,,, +whitede01,1881,1,BFN,NL,78,319,58,99,24,4,0,53,,,9,8,,,,, +whitewi01,1881,1,DTN,NL,2,7,0,0,0,0,0,0,,,0,1,,,,, +whitnar01,1881,1,DTN,NL,58,214,23,39,7,5,0,9,,,7,15,,,,, +whitnji01,1881,1,BSN,NL,75,282,37,72,17,3,0,32,,,19,18,,,,, +wiedmst01,1881,1,DTN,NL,13,47,9,12,1,0,0,5,,,2,2,,,,, +willine01,1881,1,CHN,NL,82,343,56,92,12,6,1,48,,,19,19,,,,, +wisesa01,1881,1,DTN,NL,1,4,0,2,0,0,0,0,,,0,2,,,,, +woodge01,1881,1,DTN,NL,80,337,54,100,18,9,2,32,,,19,32,,,,, +wrighge01,1881,1,BSN,NL,7,25,4,5,0,0,0,0,,,3,1,,,,, +wrighsa01,1881,1,BSN,NL,1,4,0,1,0,0,0,0,,,0,0,,,,, +yorkto01,1881,1,PRO,NL,85,316,57,96,23,5,2,47,,,29,26,,,,, +ansonca01,1882,1,CHN,NL,82,348,69,126,29,8,1,83,,,20,7,,,,, +arundha01,1882,1,PT1,AA,14,52,6,10,0,0,0,,,,5,,,,,, +arundtu01,1882,1,PH4,AA,1,5,0,0,0,0,0,,,,0,,,,,, +battijo01,1882,1,PT1,AA,34,133,13,28,5,1,1,,,,3,,,,,, +bennech01,1882,1,DTN,NL,84,342,43,103,16,10,5,51,,,20,33,,,,, +birchju01,1882,1,PH4,AA,75,338,65,89,12,1,0,27,,,8,,,,,, +blakibo01,1882,1,PH4,AA,72,281,40,64,4,1,0,20,,,9,,,,,, +bohnch01,1882,1,LS2,AA,4,13,0,2,0,0,0,,,,0,,,,,, +bondto01,1882,1,WOR,NL,8,30,1,4,0,0,0,2,,,2,3,,,,, +bootham01,1882,1,BL2,AA,1,3,0,0,0,0,0,,,,0,,,,,, +bootham01,1882,2,LS2,AA,1,4,0,0,0,0,0,,,,0,,,,,, +bradlge01,1882,1,CL2,NL,30,115,16,21,5,0,0,6,,,4,16,,,,, +briodfa01,1882,1,CL2,NL,53,194,30,50,13,0,0,13,,,9,13,,,,, +broutda01,1882,1,BFN,NL,84,351,71,129,23,11,6,63,,,21,7,,,,, +browned01,1882,1,SL4,AA,17,60,4,11,0,0,0,,,,4,,,,,, +brownpe01,1882,1,LS2,AA,69,288,67,109,17,3,5,,,,26,,,,,, +brownto01,1882,1,BL2,AA,45,180,28,52,4,2,1,23,,,6,,,,,, +buffich01,1882,1,BSN,NL,15,50,5,13,1,0,0,4,,,2,3,,,,, +burdoja01,1882,1,BSN,NL,83,319,36,76,6,7,0,27,,,9,24,,,,, +burkeja01,1882,1,BFN,NL,1,4,0,0,0,0,0,0,,,0,1,,,,, +burnsto01,1882,1,CHN,NL,84,355,55,88,23,6,0,48,,,15,28,,,,, +burtfr01,1882,1,BL2,AA,10,36,2,4,2,1,0,,,,1,,,,,, +bushodo01,1882,1,WOR,NL,69,253,20,40,4,1,1,15,,,5,17,,,,, +carpehi01,1882,1,CN2,AA,80,351,78,120,15,5,1,67,,,10,,,,,, +carrocl01,1882,1,PRO,NL,10,41,4,5,0,0,0,2,,,0,4,,,,, +caseybo01,1882,1,DTN,NL,9,39,5,9,2,1,1,7,,,0,15,,,,, +cassijo01,1882,1,TRN,NL,29,121,14,21,3,1,0,9,,,3,16,,,,, +clarkjo01,1882,1,WOR,NL,3,11,0,4,2,0,0,2,,,0,3,,,,, +clinemo01,1882,1,BL2,AA,44,172,18,38,6,2,0,,,,3,,,,,, +clintji01,1882,1,WOR,NL,26,98,9,16,2,0,0,3,,,7,13,,,,, +cogswed01,1882,1,WOR,NL,13,51,10,7,1,0,0,1,,,6,6,,,,, +comisch01,1882,1,SL4,AA,78,329,58,80,9,5,1,45,,,4,,,,,, +connoro01,1882,1,TRN,NL,81,349,65,115,22,18,4,42,,,13,20,,,,, +corcola01,1882,1,CHN,NL,40,169,23,35,10,2,1,24,,,6,18,,,,, +coreyfr01,1882,1,WOR,NL,64,255,33,63,7,12,0,29,,,5,31,,,,, +creamge01,1882,1,WOR,NL,81,286,27,65,16,6,1,29,,,14,24,,,,, +critcmo01,1882,1,PT1,AA,1,5,0,0,0,0,0,,,,0,,,,,, +critcmo01,1882,2,SL4,AA,4,14,0,3,0,0,0,,,,0,,,,,, +crottjo01,1882,1,LS2,AA,5,20,1,2,0,0,0,,,,0,,,,,, +crottjo01,1882,2,SL4,AA,8,28,2,4,1,0,0,,,,3,,,,,, +cuthbne01,1882,1,SL4,AA,60,233,28,52,16,5,0,,,,17,,,,,, +dailyhu01,1882,1,BFN,NL,29,110,10,18,6,1,0,9,,,2,28,,,,, +dalryab01,1882,1,CHN,NL,84,397,96,117,25,11,1,36,,,14,18,,,,, +deaslpa01,1882,1,BSN,NL,67,264,36,70,8,0,0,29,,,7,22,,,,, +deckefr01,1882,1,SL4,AA,2,8,0,2,0,0,0,1,,,0,,,,,, +dennyje01,1882,1,PRO,NL,84,329,54,81,10,9,2,42,,,4,46,,,,, +derbyge01,1882,1,DTN,NL,40,149,13,29,2,1,0,8,,,7,23,,,,, +dolanto01,1882,1,BFN,NL,22,89,12,14,0,1,0,8,,,2,11,,,,, +dorgaje01,1882,1,PH4,AA,44,181,25,51,9,1,0,24,,,4,,,,,, +dorrbe01,1882,1,SL4,AA,8,26,2,4,0,0,0,,,,0,,,,,, +doschhe01,1882,1,CL2,NL,25,104,7,25,2,0,0,10,,,0,11,,,,, +doylejo02,1882,1,SL4,AA,3,11,0,2,0,0,0,,,,0,,,,,, +driscde01,1882,1,PT1,AA,23,80,12,11,2,0,1,,,,3,,,,,, +dunlafr01,1882,1,CL2,NL,84,364,68,102,19,4,0,28,,,23,26,,,,, +dwyerjo01,1882,1,CL2,NL,1,3,0,0,0,0,0,1,,,0,0,,,,, +dylerjo01,1882,1,LS2,AA,1,4,0,0,0,0,0,,,,0,,,,,, +eastha01,1882,1,BL2,AA,1,4,0,0,0,0,0,,,,0,,,,,, +eganji01,1882,1,TRN,NL,30,115,15,23,3,2,0,10,,,1,21,,,,, +esterdu01,1882,1,CL2,NL,45,179,13,44,4,3,0,19,,,5,12,,,,, +evansja01,1882,1,WOR,NL,80,334,33,71,10,4,0,25,,,7,22,,,,, +eversto01,1882,1,BL2,AA,1,4,0,0,0,0,0,,,,0,,,,,, +ewingbu01,1882,1,TRN,NL,74,328,67,89,16,11,2,29,,,10,15,,,,, +farrebi01,1882,1,PH4,AA,2,7,2,2,1,0,0,1,,,1,,,,,, +farreja02,1882,1,PRO,NL,84,366,67,93,21,6,2,31,,,16,23,,,,, +farrejo01,1882,1,DTN,NL,69,283,34,70,12,2,1,24,,,4,20,,,,, +fergubo01,1882,1,TRN,NL,81,319,44,82,15,2,0,32,,,23,21,,,,, +flintsi01,1882,1,CHN,NL,81,331,48,83,18,8,4,44,,,2,50,,,,, +foleycu01,1882,1,BFN,NL,84,341,51,104,16,4,3,49,,,12,26,,,,, +forceda01,1882,1,BFN,NL,73,278,39,67,10,1,1,28,,,12,17,,,,, +forstto01,1882,1,DTN,NL,21,76,5,7,0,0,0,2,,,5,12,,,,, +fulmech01,1882,1,CN2,AA,79,324,54,91,13,4,0,27,,,10,,,,,, +fusseed01,1882,1,SL4,AA,35,136,13,31,2,0,0,,,,5,,,,,, +galvipu01,1882,1,BFN,NL,54,206,21,44,7,4,0,17,,,2,49,,,,, +geisbi01,1882,1,BL2,AA,13,41,2,6,0,1,0,2,,,1,,,,,, +gillepe01,1882,1,TRN,NL,74,298,46,82,5,4,2,33,,,9,14,,,,, +gilliba01,1882,1,PRO,NL,56,201,32,45,7,6,0,26,,,4,26,,,,, +glassja01,1882,1,CL2,NL,84,358,66,104,27,9,4,46,,,13,9,,,,, +gleasbi01,1882,1,SL4,AA,79,347,63,100,11,6,1,,,,6,,,,,, +gleasja01,1882,1,SL4,AA,78,331,53,84,10,1,2,,,,27,,,,,, +goldsfr01,1882,1,CHN,NL,46,183,23,42,11,1,0,19,,,4,29,,,,, +goodmja01,1882,1,PT1,AA,10,41,5,13,2,2,0,,,,2,,,,,, +gorege01,1882,1,CHN,NL,84,367,99,117,15,7,3,51,,,29,19,,,,, +greenbi01,1882,1,PH4,AA,7,30,8,9,1,0,0,1,,,1,,,,,, +halbred01,1882,1,PH4,AA,1,4,0,0,0,0,0,,,,0,,,,,, +halpiji01,1882,1,WOR,NL,2,8,0,0,0,0,0,0,,,0,2,,,,, +hanlone01,1882,1,DTN,NL,82,347,68,80,18,6,5,38,,,26,25,,,,, +harbibi01,1882,1,TRN,NL,32,123,11,23,1,1,0,13,,,10,17,,,,, +hayesja01,1882,1,WOR,NL,78,326,27,88,22,4,4,54,,,6,26,,,,, +heckegu01,1882,1,LS2,AA,78,340,62,94,14,4,3,,,,5,,,,,, +hinespa01,1882,1,PRO,NL,84,379,73,117,28,10,4,34,,,10,14,,,,, +hoganed01,1882,1,SL4,AA,1,3,1,1,0,0,0,,,,0,,,,,, +holbebi01,1882,1,TRN,NL,71,251,24,46,5,0,0,23,,,11,22,,,,, +holdsji01,1882,1,TRN,NL,1,3,0,0,0,0,0,0,,,0,1,,,,, +hornujo01,1882,1,BSN,NL,85,388,67,117,14,11,1,50,,,2,25,,,,, +hotalpe01,1882,1,BSN,NL,84,378,64,98,16,5,0,28,,,16,21,,,,, +housech02,1882,1,BL2,AA,74,306,40,79,10,7,1,,,,4,,,,,, +irwinar01,1882,1,WOR,NL,84,333,30,73,12,4,0,30,,,14,34,,,,, +irwinjo01,1882,1,WOR,NL,1,4,0,0,0,0,0,0,,,0,2,,,,, +jacobha01,1882,1,BL2,AA,31,121,19,24,1,1,1,,,,7,,,,,, +jonesda06,1882,1,BL2,AA,4,15,1,1,0,0,0,,,,0,,,,,, +kearnto01,1882,1,DTN,NL,4,13,2,4,2,0,0,1,,,0,4,,,,, +keefeti01,1882,1,TRN,NL,53,189,24,43,8,7,1,19,,,17,46,,,,, +keenaji01,1882,1,PT1,AA,24,91,9,19,6,0,1,,,,1,,,,,, +kellyjo01,1882,1,CL2,NL,30,104,6,14,2,0,0,5,,,1,24,,,,, +kellyki01,1882,1,CHN,NL,84,377,81,115,37,4,1,55,,,10,27,,,,, +kemmlru01,1882,1,CN2,AA,3,11,0,1,1,0,0,,,,0,,,,,, +kemmlru01,1882,2,PT1,AA,24,97,8,23,4,0,0,,,,1,,,,,, +kennedo01,1882,1,CL2,NL,1,3,0,1,0,0,0,0,,,1,0,,,,, +kienzbi01,1882,1,PH4,AA,9,33,8,11,3,2,0,9,,,5,,,,,, +kinziwa01,1882,1,DTN,NL,13,53,5,5,0,1,0,2,,,0,8,,,,, +knighlo01,1882,1,DTN,NL,86,347,39,72,12,6,0,24,,,16,21,,,,, +landido01,1882,1,PH4,AA,3,12,1,2,0,0,0,,,,0,,,,,, +landido01,1882,2,BL2,AA,50,175,10,30,1,0,0,,,,3,,,,,, +lanech01,1882,1,PT1,AA,57,211,26,37,7,2,3,,,,6,,,,,, +lathaju01,1882,1,PH4,AA,74,323,47,92,10,2,0,38,,,10,,,,,, +learyja01,1882,1,PT1,AA,60,255,31,73,7,3,1,,,,5,,,,,, +learyja01,1882,2,BL2,AA,4,18,3,4,1,0,0,,,,0,,,,,, +luffhe01,1882,1,DTN,NL,3,11,1,3,2,0,0,1,,,0,0,,,,, +luffhe01,1882,2,CN2,AA,28,120,16,28,2,2,0,6,,,2,,,,,, +mackde01,1882,1,LS2,AA,72,264,41,48,3,1,0,,,,16,,,,,, +maculji01,1882,1,CN2,AA,79,299,44,70,6,6,0,22,,,14,,,,,, +mannfr01,1882,1,WOR,NL,19,77,12,18,5,0,0,7,,,2,15,,,,, +mannfr01,1882,2,PH4,AA,29,121,13,28,7,4,0,,,,4,,,,,, +manniti01,1882,1,PRO,NL,21,76,7,8,0,0,0,8,,,5,13,,,,, +mansejo01,1882,1,PH4,AA,31,126,17,30,3,1,0,17,,,4,,,,,, +mansemi01,1882,1,PT1,AA,79,346,59,95,16,16,2,,,,7,,,,,, +maskrha01,1882,1,LS2,AA,1,4,0,0,0,0,0,,,,0,,,,,, +maskrle01,1882,1,LS2,AA,76,288,30,65,14,2,0,,,,9,,,,,, +mathebo01,1882,1,BSN,NL,45,169,17,38,6,0,0,13,,,8,18,,,,, +mccafha01,1882,1,SL4,AA,38,153,23,42,8,6,0,,,,3,,,,,, +mccafha01,1882,2,LS2,AA,1,4,1,1,0,0,0,,,,0,,,,,, +mccluha01,1882,1,BSN,NL,2,6,1,2,0,0,0,0,,,0,1,,,,, +mccorha01,1882,1,CN2,AA,26,93,3,12,0,1,0,3,,,1,,,,,, +mccorji01,1882,1,CL2,NL,70,262,35,57,7,3,2,15,,,2,22,,,,, +mcgeami01,1882,1,DTN,NL,34,133,14,19,4,1,0,2,,,2,20,,,,, +mcginju01,1882,1,SL4,AA,51,203,17,44,6,4,0,,,,3,,,,,, +mcgunbi01,1882,1,CL2,NL,1,5,2,1,0,0,0,0,,,0,1,,,,, +mckelru01,1882,1,PT1,AA,1,4,0,0,0,0,0,,,,0,,,,,, +mclaufr01,1882,1,WOR,NL,15,55,7,12,0,2,1,4,,,0,11,,,,, +mcphebi01,1882,1,CN2,AA,78,311,43,71,8,7,1,31,,,11,,,,,, +merried01,1882,1,LS2,AA,1,0,0,0,0,0,0,,,,0,,,,,, +merried01,1882,2,WOR,NL,2,8,0,1,0,0,0,0,,,0,1,,,,, +mitchbo01,1882,1,SL4,AA,1,4,0,0,0,0,0,,,,0,,,,,, +morgabi02,1882,1,PT1,AA,17,66,10,17,2,1,0,,,,4,,,,,, +morrijo01,1882,1,BSN,NL,83,349,73,101,19,11,2,54,,,18,29,,,,, +morrito01,1882,1,DTN,NL,2,7,1,2,0,0,0,0,,,0,2,,,,, +mortoch01,1882,1,PT1,AA,24,98,12,29,0,3,0,,,,4,,,,,, +mortoch01,1882,2,SL4,AA,9,32,2,2,0,1,0,,,,2,,,,,, +mountfr01,1882,1,WOR,NL,5,16,1,1,0,0,0,1,,,0,5,,,,, +mountfr01,1882,2,PH4,AA,9,36,5,12,3,0,0,,,,2,,,,,, +mountfr01,1882,3,WOR,NL,20,70,8,19,2,2,2,5,,,3,18,,,,, +muldomi01,1882,1,CL2,NL,84,341,50,84,17,5,6,45,,,10,28,,,,, +mullato01,1882,1,LS2,AA,77,303,46,78,13,1,0,,,,13,,,,,, +myershe01,1882,1,BL2,AA,69,294,41,53,3,0,0,,,,12,,,,,, +navasa01,1882,1,PRO,NL,28,97,15,20,2,0,0,7,,,1,13,,,,, +nichotr01,1882,1,BL2,AA,26,95,4,15,1,0,0,,,,7,,,,,, +nicolhu01,1882,1,CHN,NL,47,186,19,37,9,1,1,16,,,7,29,,,,, +obrieja01,1882,1,PH4,AA,62,241,44,73,13,3,3,37,,,13,,,,,, +obrieto01,1882,1,WOR,NL,22,89,9,18,1,1,0,7,,,1,10,,,,, +olearda01,1882,1,WOR,NL,6,22,2,4,1,0,0,2,,,5,5,,,,, +orourji01,1882,1,BFN,NL,84,370,62,104,15,6,2,37,,,13,13,,,,, +peterjo01,1882,1,PT1,AA,78,331,47,96,10,1,0,,,,5,,,,,, +pfefffr01,1882,1,TRN,NL,85,330,26,72,7,4,1,43,,,1,24,,,,, +phillbi01,1882,1,CL2,NL,78,335,40,87,17,7,4,47,,,7,18,,,,, +piercgr01,1882,1,LS2,AA,9,33,3,10,1,0,0,,,,1,,,,,, +piercgr01,1882,2,BL2,AA,41,151,10,32,2,1,0,,,,3,,,,,, +powelma01,1882,1,DTN,NL,80,338,44,81,13,0,0,29,,,19,27,,,,, +powerph01,1882,1,CN2,AA,16,60,4,13,1,1,0,5,,,3,,,,,, +purcebl01,1882,1,BFN,NL,84,380,79,105,18,6,2,40,,,14,27,,,,, +questjo01,1882,1,CHN,NL,42,159,24,32,5,2,0,15,,,8,16,,,,, +radboch01,1882,1,PRO,NL,83,326,30,78,11,0,1,32,,,12,22,,,,, +reccijo01,1882,1,LS2,AA,74,266,46,63,12,3,1,,,,23,,,,,, +recciph01,1882,1,LS2,AA,4,15,0,2,0,0,0,,,,0,,,,,, +reillch01,1882,1,PRO,NL,3,11,0,2,0,0,0,2,,,1,2,,,,, +reynoch01,1882,1,PH4,AA,2,8,1,1,0,0,0,,,,0,,,,,, +richaha01,1882,1,BFN,NL,83,354,61,96,20,8,2,57,,,11,33,,,,, +richmjo01,1882,1,CL2,NL,41,140,12,24,6,2,0,11,,,11,27,,,,, +richmjo01,1882,2,PH4,AA,18,65,8,12,2,2,0,4,,,11,,,,,, +richmle01,1882,1,WOR,NL,55,228,50,64,8,9,2,28,,,9,11,,,,, +robinya01,1882,1,DTN,NL,11,39,1,7,1,0,0,2,,,1,13,,,,, +rosemch01,1882,1,TRN,NL,82,331,41,78,21,6,1,29,,,3,41,,,,, +roweda01,1882,1,CL2,NL,24,97,13,25,4,3,1,17,,,4,9,,,,, +roweja01,1882,1,BFN,NL,75,308,43,82,14,5,1,42,,,12,0,,,,, +rowened01,1882,1,BSN,NL,83,327,36,81,7,4,1,43,,,19,18,,,,, +russjo01,1882,1,BL2,AA,1,3,0,1,0,0,0,,,,0,,,,,, +salisha01,1882,1,PT1,AA,39,145,17,22,2,0,0,,,,4,,,,,, +sayji01,1882,1,PH4,AA,12,48,8,9,1,0,0,,,,0,,,,,, +sayji01,1882,2,LS2,AA,1,4,1,1,0,0,0,,,,0,,,,,, +sayji01,1882,3,PH4,AA,10,34,4,8,1,0,1,,,,1,,,,,, +saylo01,1882,1,PH4,AA,49,199,35,45,4,3,1,28,,,8,,,,,, +schapjo01,1882,1,SL4,AA,15,50,7,9,1,0,0,,,,7,,,,,, +scharni01,1882,1,BL2,AA,10,39,4,8,1,1,1,,,,0,,,,,, +schenbi01,1882,1,LS2,AA,60,231,37,60,11,3,0,,,,8,,,,,, +scottmi01,1882,1,CHN,NL,1,5,1,2,0,0,0,0,,,0,0,,,,, +sewarge01,1882,1,SL4,AA,38,144,23,31,1,1,0,,,,12,,,,,, +seymoja01,1882,1,PT1,AA,1,4,0,0,0,0,0,,,,0,,,,,, +shaffor01,1882,1,CL2,NL,84,313,37,67,14,2,3,28,,,27,27,,,,, +shetzjo01,1882,1,BL2,AA,73,281,22,60,8,2,0,,,,5,,,,,, +shoupjo01,1882,1,SL4,AA,2,7,1,0,0,0,0,,,,0,,,,,, +smilebi01,1882,1,SL4,AA,59,240,30,51,4,2,0,,,,6,,,,,, +smilebi01,1882,2,BL2,AA,16,61,3,9,0,0,0,,,,0,,,,,, +smithjo02,1882,1,TRN,NL,35,149,27,36,4,3,0,14,,,3,24,,,,, +smithjo02,1882,2,WOR,NL,19,70,10,17,3,2,0,5,,,5,10,,,,, +smithl01,1882,1,BL2,AA,1,3,0,0,0,0,0,,,,0,,,,,, +smithpo01,1882,1,PH4,AA,20,65,10,6,0,0,0,2,,,12,,,,,, +smithpo01,1882,2,LS2,AA,3,11,1,2,0,0,0,,,,0,,,,,, +snydege01,1882,1,PH4,AA,1,3,2,1,0,0,0,,,,0,,,,,, +snydepo01,1882,1,CN2,AA,72,309,49,90,12,2,1,50,,,9,,,,,, +sommejo01,1882,1,CN2,AA,80,354,82,102,12,6,1,29,,,24,,,,,, +startjo01,1882,1,PRO,NL,82,356,58,117,8,10,0,48,,,11,7,,,,, +stearec01,1882,1,CN2,AA,49,214,28,55,10,2,0,35,,,6,,,,,, +stoveha01,1882,1,WOR,NL,84,360,90,104,13,10,5,26,,,22,34,,,,, +straujo01,1882,1,PH4,AA,8,32,2,6,2,0,0,1,,,1,,,,,, +striccu01,1882,1,PH4,AA,72,272,34,59,6,1,0,18,,,15,,,,,, +stricjo01,1882,1,LS2,AA,32,110,17,18,6,1,0,,,,9,,,,,, +striege01,1882,1,PT1,AA,79,296,44,59,9,6,2,,,,13,,,,,, +sullida01,1882,1,LS2,AA,67,286,44,78,8,2,0,,,,9,,,,,, +sullisl01,1882,1,SL4,AA,51,188,24,34,3,3,0,,,,3,,,,,, +suttoez01,1882,1,BSN,NL,81,319,44,80,8,1,2,38,,,24,25,,,,, +swarted01,1882,1,PT1,AA,77,329,87,109,18,11,4,,,,21,,,,,, +sweenbi01,1882,1,PH4,AA,23,88,8,14,4,0,0,6,,,4,,,,,, +sweench01,1882,1,PRO,NL,1,4,0,0,0,0,0,0,,,0,1,,,,, +taylobi01,1882,1,PT1,AA,71,302,40,84,16,13,3,,,,8,,,,,, +thomptu01,1882,1,CN2,AA,1,5,0,1,0,0,0,,,,0,,,,,, +tiernbi01,1882,1,CN2,AA,1,5,1,0,0,0,0,,,,0,,,,,, +tillejo01,1882,1,CL2,NL,15,56,2,5,1,1,0,4,,,2,11,,,,, +trottsa01,1882,1,DTN,NL,32,129,11,31,7,1,0,12,,,0,13,,,,, +troyda01,1882,1,DTN,NL,40,152,22,37,7,2,0,14,,,5,10,,,,, +troyda01,1882,2,PRO,NL,4,17,1,4,0,0,0,1,,,0,1,,,,, +waittch01,1882,1,BL2,AA,72,249,20,39,4,0,0,,,,14,,,,,, +walkeos01,1882,1,SL4,AA,76,318,48,76,15,7,7,,,,10,,,,,, +wardjo01,1882,1,PRO,NL,83,355,58,87,10,3,1,39,,,13,22,,,,, +weavesa01,1882,1,PH4,AA,43,155,19,36,3,0,0,8,,,12,,,,,, +welchmi01,1882,1,TRN,NL,38,151,26,37,6,0,1,17,,,5,16,,,,, +wheelha01,1882,1,CN2,AA,76,344,59,86,11,11,1,29,,,7,,,,,, +whitede01,1882,1,BFN,NL,83,337,51,95,17,0,1,33,,,15,16,,,,, +whitewi01,1882,1,CN2,AA,54,207,28,55,4,0,0,25,,,5,,,,,, +whitied01,1882,1,BL2,AA,74,308,43,80,13,5,0,,,,7,,,,,, +whitnar01,1882,1,PRO,NL,11,40,2,3,0,0,0,1,,,2,11,,,,, +whitnar01,1882,2,DTN,NL,31,115,10,21,0,0,0,4,,,1,12,,,,, +whitnji01,1882,1,BSN,NL,61,251,49,81,18,7,5,48,,,24,13,,,,, +wiedmst01,1882,1,DTN,NL,50,193,20,42,7,1,0,20,,,2,19,,,,, +williju01,1882,1,DTN,NL,1,3,0,1,0,0,0,0,,,0,1,,,,, +williju01,1882,2,CL2,NL,9,36,5,5,1,1,0,2,,,3,7,,,,, +willine01,1882,1,CHN,NL,83,348,66,98,27,4,3,60,,,27,21,,,,, +wisebi01,1882,1,BL2,AA,5,20,2,2,1,0,0,1,,,0,,,,,, +wisesa01,1882,1,BSN,NL,78,298,44,66,11,4,4,34,,,5,45,,,,, +wolfji01,1882,1,LS2,AA,78,318,46,95,11,8,0,,,,9,,,,,, +woodge01,1882,1,DTN,NL,84,375,69,101,12,12,7,29,,,14,30,,,,, +wrighge01,1882,1,PRO,NL,46,185,14,30,1,2,0,9,,,4,36,,,,, +wyliere01,1882,1,PT1,AA,1,3,0,0,0,0,0,,,,0,,,,,, +yorkto01,1882,1,PRO,NL,81,321,48,86,23,7,1,40,,,19,14,,,,, +allenmy01,1883,1,NY1,NL,1,4,0,0,0,0,0,1,,,0,2,,,,, +allisdo01,1883,1,BL2,AA,1,3,2,2,0,0,0,,,,0,,,,,, +ansonca01,1883,1,CHN,NL,98,413,70,127,36,5,0,68,,,18,9,,,,, +bakelje01,1883,1,PH4,AA,8,26,4,5,1,0,0,2,,,6,,,,,, +bakerge01,1883,1,BL2,AA,7,22,0,5,0,0,0,,,,0,,,,,, +bakerno01,1883,1,PT1,AA,4,12,1,0,0,0,0,1,,,0,,,,,, +bakerph01,1883,1,BL2,AA,28,121,22,33,2,1,1,,,,8,,,,,, +barnibi01,1883,1,BL2,AA,17,55,7,11,0,0,0,,,,2,,,,,, +barrbo01,1883,1,PT1,AA,37,142,12,35,4,3,0,,,,5,,,,,, +battijo01,1883,1,PT1,AA,98,388,42,83,9,6,1,,,,11,,,,,, +benedar01,1883,1,PHI,NL,3,15,3,4,1,0,0,4,,,0,4,,,,, +bennech01,1883,1,DTN,NL,92,371,56,113,34,7,5,55,,,26,59,,,,, +birchju01,1883,1,PH4,AA,96,448,95,108,10,1,1,24,,,20,,,,,, +blakibo01,1883,1,PH4,AA,44,167,26,41,3,3,0,26,,,9,,,,,, +bloggwe01,1883,1,PT1,AA,9,34,0,5,0,0,0,,,,0,,,,,, +bradlge01,1883,1,CL2,NL,4,16,0,5,0,1,0,1,,,0,1,,,,, +bradlge01,1883,2,PH4,AA,76,312,47,73,8,5,1,36,,,8,,,,,, +bradyst01,1883,1,NY4,AA,97,432,69,117,12,6,0,,,,11,,,,,, +breital01,1883,1,PHI,NL,1,2,0,0,0,0,0,0,,,0,1,,,,, +briodfa01,1883,1,CL2,NL,40,145,23,34,5,1,0,10,,,3,13,,,,, +brougca01,1883,1,CL2,NL,4,10,2,2,0,0,0,1,,,2,2,,,,, +brougca01,1883,2,BL2,AA,9,32,1,6,0,0,0,,,,1,,,,,, +broutda01,1883,1,BFN,NL,98,425,85,159,41,17,3,97,,,16,17,,,,, +brownle01,1883,1,BSN,NL,14,54,5,13,4,1,0,9,,,3,6,,,,, +brownle01,1883,2,LS2,AA,14,60,6,11,2,1,0,,,,1,,,,,, +brownpe01,1883,1,LS2,AA,84,358,95,121,15,9,4,,,,23,,,,,, +brownto01,1883,1,CL5,AA,97,420,69,115,12,7,5,32,,,20,,,,,, +buffich01,1883,1,BSN,NL,86,341,28,81,8,3,1,26,,,6,24,,,,, +burdoja01,1883,1,BSN,NL,96,400,80,132,27,8,5,88,,,14,35,,,,, +burkeja01,1883,1,BFN,NL,1,5,0,1,0,0,0,1,,,0,3,,,,, +burnsdi01,1883,1,DTN,NL,37,140,11,26,7,1,0,5,,,2,22,,,,, +burnsto01,1883,1,CHN,NL,97,405,69,119,37,7,2,67,,,13,31,,,,, +bushodo01,1883,1,CL2,NL,63,215,15,37,5,0,0,9,,,7,19,,,,, +cadych01,1883,1,CL2,NL,3,11,0,0,0,0,0,0,,,1,5,,,,, +carpehi01,1883,1,CN2,AA,95,435,99,130,18,4,3,40,,,19,,,,,, +carrocl01,1883,1,PRO,NL,58,238,37,63,12,3,1,20,,,4,28,,,,, +caskied01,1883,1,NY1,NL,95,383,47,91,11,2,1,40,,,14,25,,,,, +cassijo01,1883,1,PRO,NL,89,366,46,87,16,5,0,42,,,9,38,,,,, +childsa01,1883,1,CL5,AA,1,4,0,0,0,0,0,,,,0,,,,,, +clappjo01,1883,1,NY1,NL,20,73,6,13,0,0,0,5,,,5,4,,,,, +clintji01,1883,1,BL2,AA,94,399,69,125,16,8,0,,,,27,,,,,, +colemjo01,1883,1,PHI,NL,90,354,33,83,12,8,0,32,,,15,39,,,,, +comisch01,1883,1,SL4,AA,96,401,87,118,17,9,2,64,,,11,,,,,, +connoro01,1883,1,NY1,NL,98,409,80,146,28,15,1,50,,,25,16,,,,, +corcola01,1883,1,CHN,NL,68,263,40,55,12,7,0,25,,,6,62,,,,, +coreyfr01,1883,1,PH4,AA,71,298,45,77,16,2,1,40,,,12,,,,,, +corkhpo01,1883,1,CN2,AA,88,375,53,81,10,8,2,46,,,3,,,,,, +cramedi01,1883,1,NY1,NL,2,6,0,0,0,0,0,0,,,1,5,,,,, +cranesa01,1883,1,NY4,AA,96,349,57,82,8,5,0,,,,13,,,,,, +creamge01,1883,1,PT1,AA,91,369,54,94,7,9,0,,,,20,,,,,, +crowlbi01,1883,1,PH4,AA,23,96,16,24,4,3,0,16,,,3,,,,,, +crowlbi01,1883,2,CL2,NL,11,41,3,12,5,0,0,5,,,1,7,,,,, +cushmed01,1883,1,BFN,NL,7,23,3,5,0,0,0,1,,,2,7,,,,, +cuthbne01,1883,1,SL4,AA,21,71,3,12,1,0,0,3,,,4,,,,,, +dailyhu01,1883,1,CL2,NL,45,142,18,18,1,0,0,5,,,10,36,,,,, +dalryab01,1883,1,CHN,NL,80,363,78,108,24,4,2,37,,,11,29,,,,, +darlide01,1883,1,BFN,NL,6,18,1,3,0,0,0,1,,,2,5,,,,, +deaglre01,1883,1,CN2,AA,19,70,9,9,2,0,0,5,,,1,,,,,, +deaslpa01,1883,1,SL4,AA,58,206,27,53,2,1,0,15,,,6,,,,,, +dennyje01,1883,1,PRO,NL,98,393,73,108,26,8,8,55,,,9,48,,,,, +derbyge01,1883,1,BFN,NL,16,59,10,14,1,0,0,3,,,0,7,,,,, +devinji01,1883,1,BL2,AA,2,9,4,2,0,0,0,,,,0,,,,,, +dickebu01,1883,1,PT1,AA,85,354,62,88,15,1,0,,,,18,,,,,, +dolanto01,1883,1,SL4,AA,81,295,32,63,9,2,1,18,,,9,,,,,, +dorgami01,1883,1,NY1,NL,64,261,32,61,11,3,0,27,,,2,23,,,,, +doyleco01,1883,1,PHI,NL,16,68,3,15,3,2,0,3,,,0,15,,,,, +driscde01,1883,1,PT1,AA,41,148,19,27,2,1,0,,,,4,,,,,, +dundoed01,1883,1,CL5,AA,26,93,8,15,1,0,0,,,,3,,,,,, +dunlafr01,1883,1,CL2,NL,93,396,81,129,34,2,4,37,,,22,21,,,,, +eggleda01,1883,1,BL2,AA,53,202,15,38,2,0,0,7,,,1,,,,,, +eggleda01,1883,2,BFN,NL,38,153,13,38,2,1,0,13,,,2,29,,,,, +emslibo01,1883,1,BL2,AA,27,97,14,16,1,2,0,,,,6,,,,,, +esterdu01,1883,1,NY4,AA,97,407,55,103,9,7,0,,,,15,,,,,, +evansja01,1883,1,CL2,NL,90,332,36,79,13,2,0,31,,,8,38,,,,, +ewingbu01,1883,1,NY1,NL,88,376,90,114,11,13,10,41,,,20,14,,,,, +ewingjo01,1883,1,SL4,AA,1,5,0,0,0,0,0,,,,0,,,,,, +farrasi01,1883,1,PHI,NL,99,377,41,88,19,8,0,29,,,4,37,,,,, +farrebi01,1883,1,BL2,AA,2,7,0,0,0,0,0,,,,1,,,,,, +farreja02,1883,1,PRO,NL,95,420,92,128,24,11,3,61,,,15,21,,,,, +farrejo01,1883,1,DTN,NL,101,444,58,108,13,5,0,36,,,5,29,,,,, +fergubo01,1883,1,PHI,NL,86,329,39,85,9,2,0,27,,,18,21,,,,, +fieldji01,1883,1,CL5,AA,75,291,31,75,10,6,1,,,,7,,,,,, +flintsi01,1883,1,CHN,NL,85,332,57,88,23,4,0,32,,,3,69,,,,, +foleycu01,1883,1,BFN,NL,23,111,23,30,5,3,0,6,,,4,12,,,,, +forceda01,1883,1,BFN,NL,96,378,40,82,11,3,0,35,,,12,39,,,,, +foxjo01,1883,1,BL2,AA,23,92,12,14,3,0,0,,,,4,,,,,, +friespe01,1883,1,CL5,AA,3,10,1,3,1,0,0,,,,1,,,,,, +fulmech01,1883,1,CN2,AA,92,362,52,92,13,5,5,52,,,12,,,,,, +gallabi01,1883,1,BL2,AA,16,61,9,10,3,1,0,,,,3,,,,,, +gallabi01,1883,2,PHI,NL,2,8,1,0,0,0,0,0,,,0,4,,,,, +galvipu01,1883,1,BFN,NL,80,322,41,71,11,2,1,19,,,3,79,,,,, +gardngi01,1883,1,BL2,AA,42,161,28,44,10,3,1,,,,18,,,,,, +gerhajo01,1883,1,LS2,AA,78,319,56,84,11,9,0,,,,14,,,,,, +gillepe01,1883,1,NY1,NL,98,411,64,129,23,12,1,62,,,9,27,,,,, +gilliba01,1883,1,PRO,NL,74,263,34,52,13,3,0,24,,,26,32,,,,, +gladmbu01,1883,1,PHI,NL,1,4,1,0,0,0,0,0,,,0,2,,,,, +glassja01,1883,1,CL2,NL,96,383,67,110,19,6,0,46,,,13,23,,,,, +gleasbi01,1883,1,SL4,AA,98,425,81,122,21,9,2,42,,,15,,,,,, +gleasja01,1883,1,SL4,AA,9,34,2,8,0,0,0,,,,4,,,,,, +gleasja01,1883,2,LS2,AA,84,355,69,106,11,4,2,,,,25,,,,,, +goldsfr01,1883,1,CHN,NL,60,235,38,52,12,3,1,16,,,4,35,,,,, +gorege01,1883,1,CHN,NL,92,392,105,131,30,9,2,52,,,27,13,,,,, +gormaja01,1883,1,SL4,AA,1,4,0,0,0,0,0,,,,0,,,,,, +grossem01,1883,1,PHI,NL,57,231,39,71,25,7,1,25,,,12,18,,,,, +guinebe01,1883,1,DTN,NL,1,5,1,1,0,0,0,0,,,0,1,,,,, +hackeme01,1883,1,BSN,NL,46,179,20,42,8,6,2,24,,,1,48,,,,, +haganar01,1883,1,PHI,NL,17,59,3,6,1,1,0,3,,,0,20,,,,, +haganar01,1883,2,BFN,NL,2,7,0,0,0,0,0,0,,,0,3,,,,, +hankifr01,1883,1,NY1,NL,94,337,40,74,13,6,2,30,,,19,38,,,,, +hanlone01,1883,1,DTN,NL,100,413,65,100,13,2,1,40,,,34,44,,,,, +harbibi01,1883,1,PHI,NL,73,280,32,62,12,3,0,21,,,24,20,,,,, +hayesja01,1883,1,PT1,AA,85,351,41,92,23,5,3,,,,15,,,,,, +heckegu01,1883,1,LS2,AA,81,332,59,90,6,6,1,,,,12,,,,,, +hendeha01,1883,1,PHI,NL,2,8,1,2,1,0,0,1,,,0,1,,,,, +hendeha01,1883,2,BL2,AA,51,191,13,31,5,1,1,,,,10,,,,,, +hilsech01,1883,1,PHI,NL,3,10,0,1,0,0,0,1,,,0,4,,,,, +hinesmi01,1883,1,BSN,NL,63,231,38,52,13,1,0,16,,,7,36,,,,, +hinespa01,1883,1,PRO,NL,97,442,94,132,32,4,4,45,,,18,23,,,,, +hodnech01,1883,1,SL4,AA,4,11,3,2,0,0,0,,,,2,,,,,, +holbebi01,1883,1,NY4,AA,73,299,26,71,9,1,0,,,,1,,,,,, +hornujo01,1883,1,BSN,NL,98,446,107,124,25,13,8,66,,,8,54,,,,, +hotalpe01,1883,1,CL2,NL,100,417,54,108,20,8,0,30,,,12,31,,,,, +houcksa01,1883,1,DTN,NL,101,416,52,105,18,12,0,40,,,9,18,,,,, +hubbaal01,1883,1,PH4,AA,2,6,2,2,0,0,0,2,,,1,,,,,, +humphjo01,1883,1,NY1,NL,29,107,5,12,1,0,0,4,,,1,22,,,,, +huntele01,1883,1,CL2,NL,1,4,1,1,0,0,0,0,,,0,2,,,,, +ingrach01,1883,1,BL2,AA,1,4,0,1,0,0,0,,,,0,,,,,, +irwinar01,1883,1,PRO,NL,98,406,67,116,22,7,0,44,,,12,38,,,,, +jonesch01,1883,1,CN2,AA,90,391,84,115,15,12,10,80,,,20,,,,,, +jonesja01,1883,1,LS2,AA,2,7,1,0,0,0,0,,,,0,,,,,, +jonesja02,1883,1,DTN,NL,12,42,3,8,1,0,0,3,,,1,11,,,,, +jonesja02,1883,2,PH4,AA,7,25,3,6,1,0,0,1,,,1,,,,,, +keefeti01,1883,1,NY4,AA,70,259,39,57,6,9,0,,,,14,,,,,, +kellych01,1883,1,PHI,NL,2,7,1,1,0,1,0,0,,,0,3,,,,, +kellyjo01,1883,1,BL2,AA,48,202,18,46,9,2,0,,,,3,,,,,, +kellyjo01,1883,2,PHI,NL,1,3,0,0,0,0,0,0,,,0,2,,,,, +kellyki01,1883,1,CHN,NL,98,428,92,109,28,10,3,61,,,16,35,,,,, +kemmlru01,1883,1,CL5,AA,84,318,27,66,6,2,0,,,,13,,,,,, +kennedo01,1883,1,BFN,NL,5,19,3,6,0,0,0,2,,,2,2,,,,, +kenneed01,1883,1,NY4,AA,94,356,57,78,6,7,2,,,,17,,,,,, +knighlo01,1883,1,PH4,AA,97,429,98,108,23,9,1,53,,,21,,,,,, +kuehnbi01,1883,1,CL5,AA,95,374,38,85,8,14,1,,,,2,,,,,, +lathaar01,1883,1,SL4,AA,98,406,86,96,12,7,0,,,,18,,,,,, +lathaju01,1883,1,LS2,AA,88,368,60,92,7,6,0,,,,12,,,,,, +learyja01,1883,1,LS2,AA,40,165,16,31,1,3,3,,,,2,,,,,, +learyja01,1883,2,BL2,AA,3,11,1,2,0,2,0,,,,0,,,,,, +lewisfr01,1883,1,PHI,NL,38,160,21,40,7,0,0,18,,,4,13,,,,, +lewisfr01,1883,2,SL4,AA,49,209,37,63,8,4,1,33,,,1,,,,,, +lilliji01,1883,1,BFN,NL,50,201,25,47,7,3,1,29,,,1,31,,,,, +loftuto01,1883,1,SL4,AA,6,22,1,4,0,0,0,,,,2,,,,,, +lough01,1883,1,BL2,AA,1,5,0,2,0,0,0,,,,0,,,,,, +luffhe01,1883,1,LS2,AA,6,23,1,4,0,0,0,2,,,0,,,,,, +lynchja01,1883,1,NY4,AA,29,107,9,20,2,1,0,,,,4,,,,,, +mackde01,1883,1,PT1,AA,60,224,26,44,5,3,0,,,,13,,,,,, +maculji01,1883,1,CN2,AA,14,48,4,8,2,0,0,4,,,4,,,,,, +mannfr01,1883,1,CL5,AA,96,394,61,98,18,13,1,,,,18,,,,,, +mannija01,1883,1,PHI,NL,98,420,60,112,31,5,0,37,,,20,37,,,,, +manniti01,1883,1,BL2,AA,35,121,23,26,5,0,0,,,,14,,,,,, +mansemi01,1883,1,PT1,AA,96,412,90,106,12,13,3,,,,25,,,,,, +manseto01,1883,1,DTN,NL,34,131,22,29,4,1,0,10,,,8,13,,,,, +manseto01,1883,2,SL4,AA,28,112,23,45,8,1,0,24,,,7,,,,,, +maskrle01,1883,1,LS2,AA,96,361,50,73,13,8,1,,,,10,,,,,, +masonch01,1883,1,PH4,AA,1,2,0,1,0,0,0,1,,,0,,,,,, +mathebo01,1883,1,PH4,AA,45,167,15,31,2,0,0,11,,,5,,,,,, +mccafha01,1883,1,SL4,AA,5,18,0,1,0,0,0,1,,,1,,,,,, +mcclebi01,1883,1,PHI,NL,80,326,42,75,21,4,1,33,,,19,18,,,,, +mccorha01,1883,1,CN2,AA,15,55,8,17,2,1,0,11,,,2,,,,,, +mccorje01,1883,1,BL2,AA,93,389,40,102,16,6,0,,,,2,,,,,, +mccorji01,1883,1,CL2,NL,43,157,21,37,2,2,0,13,,,2,14,,,,, +mcginju01,1883,1,SL4,AA,45,180,20,36,4,2,0,14,,,0,,,,,, +mcintfr01,1883,1,DTN,NL,1,4,1,0,0,0,0,0,,,1,1,,,,, +mcintfr01,1883,2,CL5,AA,2,7,0,0,0,0,0,,,,2,,,,,, +mclaufr01,1883,1,PT1,AA,29,114,15,25,2,0,1,,,,6,,,,,, +mclauto01,1883,1,LS2,AA,42,146,16,28,1,2,0,,,,5,,,,,, +mcphebi01,1883,1,CN2,AA,96,367,61,90,10,10,2,42,,,18,,,,,, +morgabi02,1883,1,PT1,AA,32,114,12,18,2,1,0,,,,7,,,,,, +morrijo01,1883,1,BSN,NL,97,404,83,129,33,16,6,68,,,15,68,,,,, +mountbi01,1883,1,CN2,AA,1,3,0,0,0,0,0,,,,0,,,,,, +mountfr01,1883,1,CL5,AA,70,276,36,60,14,5,3,,,,9,,,,,, +moynami01,1883,1,PH4,AA,95,400,90,124,18,10,1,67,,,31,,,,,, +muldomi01,1883,1,CL2,NL,98,378,54,86,22,3,0,29,,,10,39,,,,, +mullato01,1883,1,SL4,AA,83,307,38,69,11,6,0,33,,,13,,,,,, +mulvejo01,1883,1,PRO,NL,4,16,1,2,1,0,0,2,,,0,1,,,,, +mulvejo01,1883,2,PHI,NL,3,12,2,6,1,0,0,3,,,0,1,,,,, +navasa01,1883,1,PRO,NL,29,100,18,24,4,2,0,16,,,3,17,,,,, +neaglja01,1883,1,PHI,NL,18,73,6,12,1,0,0,4,,,1,9,,,,, +neaglja01,1883,2,BL2,AA,9,35,3,10,4,0,0,,,,2,,,,,, +neaglja01,1883,3,PT1,AA,27,101,14,19,0,1,0,,,,5,,,,,, +nelsoca01,1883,1,NY4,AA,97,417,75,127,19,6,0,,,,31,,,,,, +nicolhu01,1883,1,SL4,AA,94,368,73,105,13,3,0,39,,,18,,,,,, +nolanth01,1883,1,PT1,AA,7,26,4,8,1,0,0,,,,1,,,,,, +oberbhe01,1883,1,PT1,AA,2,9,1,2,1,0,0,,,,0,,,,,, +oberbhe01,1883,2,SL4,AA,4,14,0,0,0,0,0,,,,0,,,,,, +obrieja01,1883,1,PH4,AA,94,390,74,113,14,10,0,70,,,25,,,,,, +obrieto01,1883,1,BL2,AA,33,138,16,37,6,4,0,,,,5,,,,,, +oldfida01,1883,1,BL2,AA,1,4,0,0,0,0,0,,,,0,,,,,, +oneilti01,1883,1,NY1,NL,23,76,8,15,3,0,0,5,,,3,15,,,,, +orourji01,1883,1,BFN,NL,94,436,102,143,29,8,1,38,,,15,13,,,,, +orourjo01,1883,1,NY4,AA,77,315,49,85,19,5,2,,,,21,,,,,, +orrda01,1883,1,NY4,AA,1,4,1,1,1,0,0,,,,0,,,,,, +orrda01,1883,2,NY1,NL,1,3,0,0,0,0,0,0,,,0,1,,,,, +orrda01,1883,3,NY4,AA,12,46,5,15,3,3,2,11,,,0,,,,,, +peterjo01,1883,1,PT1,AA,8,28,3,3,0,0,0,,,,0,,,,,, +pfefffr01,1883,1,CHN,NL,96,371,41,87,22,7,1,45,,,8,50,,,,, +phillbi01,1883,1,CL2,NL,97,382,42,94,29,8,2,40,,,8,49,,,,, +piercgr01,1883,1,CL5,AA,11,41,5,7,0,0,0,,,,0,,,,,, +piercgr01,1883,2,NY1,NL,18,62,3,5,0,1,0,2,,,1,9,,,,, +pirieji01,1883,1,PHI,NL,5,19,1,3,0,0,0,0,,,0,2,,,,, +powelma01,1883,1,DTN,NL,101,421,76,115,17,5,1,48,,,28,23,,,,, +powerph01,1883,1,CN2,AA,30,114,16,28,1,4,0,8,,,3,,,,,, +princwa01,1883,1,LS2,AA,4,11,1,2,0,0,0,,,,0,,,,,, +purcebl01,1883,1,PHI,NL,97,425,70,114,20,5,1,32,,,13,26,,,,, +questjo01,1883,1,DTN,NL,37,137,22,32,8,2,0,15,,,10,18,,,,, +questjo01,1883,2,SL4,AA,19,78,12,20,3,1,0,10,,,1,,,,,, +radboch01,1883,1,PRO,NL,89,381,59,108,11,3,3,48,,,14,16,,,,, +radboge01,1883,1,DTN,NL,3,12,2,2,0,0,0,0,,,0,5,,,,, +radfopa01,1883,1,BSN,NL,72,258,46,53,6,3,0,14,,,9,26,,,,, +reccijo01,1883,1,LS2,AA,18,63,10,9,2,0,0,3,,,7,,,,,, +recciph01,1883,1,LS2,AA,1,3,1,1,1,0,0,,,,0,,,,,, +reidbi01,1883,1,BL2,AA,24,97,14,27,3,0,0,,,,4,,,,,, +reilljo01,1883,1,CN2,AA,98,437,103,136,21,14,9,79,,,9,,,,,, +reipsch01,1883,1,NY4,AA,37,145,8,27,4,2,0,,,,4,,,,,, +richaha01,1883,1,BFN,NL,92,399,73,124,34,7,1,56,,,22,20,,,,, +richmjo01,1883,1,CL5,AA,92,385,63,109,7,8,0,,,,25,,,,,, +richmle01,1883,1,PRO,NL,49,194,41,55,8,6,1,19,,,15,19,,,,, +ringofr01,1883,1,PHI,NL,60,221,24,42,10,1,0,12,,,6,34,,,,, +rosemch01,1883,1,NY4,AA,93,398,48,100,13,6,0,,,,11,,,,,, +roweda01,1883,1,BL2,AA,59,256,40,80,11,6,0,,,,2,,,,,, +roweja01,1883,1,BFN,NL,87,374,65,104,18,7,1,38,,,15,14,,,,, +rowened01,1883,1,PH4,AA,49,196,28,43,10,1,0,21,,,11,,,,,, +sawyewi01,1883,1,CL2,NL,17,47,3,1,0,0,0,0,,,3,19,,,,, +saylo01,1883,1,BL2,AA,74,324,52,83,13,2,1,,,,10,,,,,, +scharni01,1883,1,BL2,AA,3,13,1,2,1,0,0,,,,1,,,,,, +schwabi01,1883,1,CL5,AA,2,4,0,1,0,0,0,,,,0,,,,,, +shaffor01,1883,1,BFN,NL,95,401,67,117,11,3,0,41,,,27,39,,,,, +shawdu01,1883,1,DTN,NL,38,141,13,29,3,0,0,5,,,3,36,,,,, +smithed01,1883,1,PRO,NL,2,9,2,2,1,0,0,1,,,0,2,,,,, +smithed01,1883,2,PHI,NL,1,4,1,3,0,0,0,1,,,0,0,,,,, +smithed02,1883,1,BSN,NL,30,115,10,25,5,3,0,16,,,5,11,,,,, +smithpo01,1883,1,CL5,AA,97,405,82,106,14,17,4,,,,22,,,,,, +snydepo01,1883,1,CN2,AA,58,250,38,64,14,6,0,34,,,8,,,,,, +sommejo01,1883,1,CN2,AA,97,413,79,115,5,7,3,52,,,20,,,,,, +startjo01,1883,1,PRO,NL,87,370,63,105,16,7,1,57,,,22,16,,,,, +stearec01,1883,1,BL2,AA,93,382,54,94,10,9,1,,,,34,,,,,, +stoveha01,1883,1,PH4,AA,94,421,110,128,31,6,14,66,,,27,,,,,, +straujo01,1883,1,CL5,AA,27,100,4,13,0,0,0,,,,4,,,,,, +striccu01,1883,1,PH4,AA,89,330,67,90,8,0,1,40,,,19,,,,,, +striege01,1883,1,SL4,AA,82,302,22,68,9,0,1,22,,,12,,,,,, +suckto01,1883,1,BFN,NL,2,7,1,0,0,0,0,0,,,1,4,,,,, +sullida01,1883,1,LS2,AA,36,145,8,31,5,2,0,,,,3,,,,,, +sullisl01,1883,1,SL4,AA,8,27,2,6,0,1,0,,,,0,,,,,, +sullisl01,1883,2,LS2,AA,1,2,0,0,0,0,0,,,,0,,,,,, +sundabi01,1883,1,CHN,NL,14,54,6,13,4,0,0,5,,,1,18,,,,, +suttoez01,1883,1,BSN,NL,94,414,101,134,28,15,3,73,,,17,12,,,,, +swarted01,1883,1,PT1,AA,94,412,86,147,24,8,3,,,,25,,,,,, +sweench01,1883,1,PRO,NL,22,87,9,19,3,0,0,15,,,2,10,,,,, +sweenro01,1883,1,BL2,AA,25,101,13,21,5,2,0,,,,4,,,,,, +taylobi01,1883,1,PT1,AA,83,369,43,96,13,7,2,,,,9,,,,,, +traffbi01,1883,1,CN2,AA,30,105,17,21,5,0,0,8,,,4,,,,,, +trottsa01,1883,1,DTN,NL,75,295,27,72,14,1,0,29,,,10,23,,,,, +troyda01,1883,1,NY1,NL,85,316,37,68,7,5,0,20,,,9,33,,,,, +valenjo01,1883,1,CL5,AA,16,60,9,17,4,0,0,,,,2,,,,,, +waittch01,1883,1,PHI,NL,1,3,0,1,0,0,0,0,,,0,1,,,,, +wardjo01,1883,1,NY1,NL,88,380,76,97,18,7,7,54,,,8,25,,,,, +wardpi01,1883,1,PHI,NL,1,5,0,0,0,0,0,0,,,0,2,,,,, +warnefr01,1883,1,PHI,NL,39,141,13,32,6,1,0,13,,,5,21,,,,, +weavesa01,1883,1,LS2,AA,53,193,19,37,6,1,0,,,,12,,,,,, +weihepo01,1883,1,CN2,AA,1,4,1,1,0,0,0,,,,0,,,,,, +welchmi01,1883,1,NY1,NL,84,320,42,75,13,5,2,30,,,10,38,,,,, +wheelha01,1883,1,CL5,AA,82,371,42,84,6,7,0,,,,6,,,,,, +whitebi02,1883,1,PHI,NL,1,1,0,0,0,0,0,0,,,0,0,,,,, +whitede01,1883,1,BFN,NL,94,391,62,114,14,5,0,47,,,23,18,,,,, +whitewi01,1883,1,CN2,AA,65,240,38,54,4,3,0,23,,,16,,,,,, +whitied01,1883,1,LS2,AA,58,240,35,70,16,4,2,,,,9,,,,,, +whitnji01,1883,1,BSN,NL,96,409,78,115,27,10,5,57,,,25,29,,,,, +wiedmst01,1883,1,DTN,NL,79,313,34,58,6,1,1,24,,,4,38,,,,, +willine01,1883,1,CHN,NL,98,402,83,111,49,5,2,59,,,22,48,,,,, +winklge01,1883,1,LS2,AA,4,13,2,0,0,0,0,,,,1,,,,,, +wisesa01,1883,1,BSN,NL,96,406,73,110,25,7,4,58,,,13,74,,,,, +wolfji01,1883,1,LS2,AA,98,389,59,102,17,9,1,,,,5,,,,,, +wolstab01,1883,1,PHI,NL,3,11,0,1,1,0,0,0,,,0,0,,,,, +woodge01,1883,1,DTN,NL,99,441,81,133,26,11,5,47,,,25,37,,,,, +yorkto01,1883,1,CL2,NL,100,381,56,99,29,5,2,46,,,37,55,,,,, +akejo01,1884,1,BL2,AA,13,52,1,10,0,1,0,2,,,0,,,1,,, +albergu01,1884,1,PT1,AA,2,5,1,1,0,0,0,,,,0,,,0,,, +albergu01,1884,2,WSU,UA,4,16,4,4,0,0,0,,,,4,,,,,, +alexani01,1884,1,KCU,UA,19,65,2,9,0,0,0,,,,1,,,,,, +alexani01,1884,2,SL4,AA,1,4,0,0,0,0,0,,,,0,,,0,,, +allenhe01,1884,1,PHI,NL,1,3,0,2,0,0,0,0,,,0,0,,,,, +andreed01,1884,1,PHI,NL,109,420,74,93,21,2,0,23,,,9,42,,,,, +andrewa01,1884,1,LS2,AA,14,49,10,10,5,1,0,8,,,4,,,0,,, +andrufr01,1884,1,CHN,NL,1,5,3,1,0,0,0,0,,,1,0,,,,, +annisbi01,1884,1,BSN,NL,27,96,17,17,2,0,0,3,,,0,8,,,,, +ansonca01,1884,1,CHN,NL,112,475,108,159,30,3,21,102,,,29,13,,,,, +ardnejo01,1884,1,CL2,NL,26,92,6,16,1,1,0,4,,,1,24,,,,, +arundha01,1884,1,PRO,NL,1,3,2,1,0,0,0,1,,,1,1,,,,, +arundtu01,1884,1,TL1,AA,15,47,6,4,0,0,0,,,,3,,,0,,, +atkinal01,1884,1,PH4,AA,22,83,13,16,3,1,0,,,,4,,,1,,, +atkinal01,1884,2,CHU,UA,19,68,4,14,0,0,0,,,,0,,,,,, +atkinal01,1884,3,BLU,UA,8,29,3,4,1,0,0,,,,1,,,,,, +aydelja01,1884,1,IN2,AA,12,44,1,5,1,0,0,,,,2,,,0,,, +bahrefr01,1884,1,BLU,UA,2,8,0,0,0,0,0,,,,0,,,,,, +bakelje01,1884,1,PHU,UA,45,167,21,22,4,2,0,,,,11,,,,,, +bakelje01,1884,2,WIL,UA,2,5,0,0,0,0,0,,,,1,,,,,, +bakelje01,1884,3,KCU,UA,6,20,3,3,1,0,0,,,,1,,,,,, +bakerch01,1884,1,CHU,UA,15,57,5,8,2,0,1,,,,0,,,,,, +bakerge01,1884,1,SLU,UA,80,317,39,52,6,0,0,,,,5,,,,,, +bakerph01,1884,1,WSU,UA,86,371,75,107,12,5,1,,,,11,,,,,, +baldwki01,1884,1,KCU,UA,50,191,19,37,6,3,0,,,,4,,,,,, +baldwki01,1884,2,CHU,UA,1,1,0,1,0,0,0,,,,0,,,,,, +baldwla01,1884,1,MLU,UA,7,27,6,6,3,0,0,,,,0,,,,,, +barbech01,1884,1,CNU,UA,55,204,38,41,1,4,0,,,,11,,,,,, +barklsa01,1884,1,TL1,AA,104,435,71,133,39,9,1,,,,22,,,2,,, +barnebi01,1884,1,SPU,UA,8,30,2,6,1,0,0,,,,0,,,,,, +barrbo01,1884,1,WS7,AA,39,135,15,20,3,1,2,,,,4,,,2,,, +barrbo01,1884,2,IN2,AA,18,65,6,12,3,2,0,,,,3,,,0,,, +barrema01,1884,1,BSN,NL,3,6,0,0,0,0,0,0,,,0,4,,,,, +barrema01,1884,2,IN2,AA,5,13,1,1,1,0,0,,,,1,,,0,,, +bassech01,1884,1,PRO,NL,27,79,10,11,2,1,0,6,,,4,15,,,,, +bastich01,1884,1,WIL,UA,17,60,6,12,1,3,2,,,,3,,,,,, +bastich01,1884,2,KCU,UA,11,46,6,9,3,0,1,,,,4,,,,,, +battijo01,1884,1,PT1,AA,43,158,10,28,1,2,0,,,,3,,,1,,, +battijo01,1884,2,CHU,UA,18,69,8,13,2,0,0,,,,0,,,,,, +battijo01,1884,3,BLU,UA,17,59,3,6,1,0,0,,,,0,,,,,, +baueral01,1884,1,CL5,AA,3,11,2,3,0,0,0,,,,0,,,0,,, +beachja01,1884,1,WS7,AA,8,31,3,3,2,0,0,,,,0,,,0,,, +beatlda01,1884,1,DTN,NL,1,3,0,0,0,0,0,0,,,0,2,,,,, +becanbu01,1884,1,NY4,AA,1,3,0,0,0,0,0,,,,0,,,0,,, +beckfr01,1884,1,PT1,AA,3,12,1,4,1,0,0,,,,0,,,0,,, +beckfr01,1884,2,BLU,UA,5,20,1,2,1,0,0,,,,0,,,,,, +begleed01,1884,1,NY1,NL,33,121,12,22,4,0,0,8,,,8,31,,,,, +behelst01,1884,1,MLU,UA,9,33,5,8,1,0,0,,,,3,,,,,, +bennech01,1884,1,DTN,NL,90,341,37,90,18,6,3,40,,,36,40,,,,, +benneik01,1884,1,BR3,AA,49,189,25,38,11,5,1,,,,7,,,2,,, +benneik01,1884,2,WIL,UA,6,22,0,1,0,0,0,,,,1,,,,,, +berkefr01,1884,1,CN2,AA,6,25,3,6,0,1,0,3,,,0,,,2,,, +berrych01,1884,1,ALT,UA,7,25,2,6,0,0,0,,,,0,,,,,, +berrych01,1884,2,KCU,UA,29,118,15,29,6,1,1,,,,1,,,,,, +berrych01,1884,3,CHU,UA,7,27,4,3,2,0,0,,,,0,,,,,, +bignege01,1884,1,MLU,UA,4,9,4,2,0,0,0,,,,1,,,,,, +birchju01,1884,1,PH4,AA,54,221,36,57,2,2,0,,,,4,,,5,,, +bishofr01,1884,1,CHU,UA,4,16,1,3,1,0,0,,,,0,,,,,, +blackbo01,1884,1,KCU,UA,38,146,25,36,14,2,1,,,,10,,,,,, +blaisdi01,1884,1,KCU,UA,4,16,1,5,1,0,0,,,,0,,,,,, +blakibo01,1884,1,PH4,AA,32,128,21,33,6,0,0,,,,11,,,4,,, +blakibo01,1884,2,IN2,AA,6,18,0,4,1,0,0,,,,1,,,0,,, +bondto01,1884,1,BSU,UA,37,162,21,48,8,0,0,,,,4,,,,,, +bondto01,1884,2,IN2,AA,7,23,0,3,1,1,0,,,,0,,,0,,, +boylehe01,1884,1,SLU,UA,65,262,41,68,10,3,4,,,,9,,,,,, +bradlal01,1884,1,WSU,UA,1,3,0,0,0,0,0,,,,2,,,,,, +bradlge01,1884,1,CNU,UA,58,226,31,43,4,7,0,,,,7,,,,,, +bradyst01,1884,1,NY4,AA,112,485,102,122,11,3,1,,,,21,,,0,,, +brennji01,1884,1,SLU,UA,56,231,38,50,6,1,0,,,,12,,,,,, +briggch01,1884,1,CHU,UA,49,182,29,31,8,2,1,,,,11,,,,,, +brillfr01,1884,1,DTN,NL,13,44,5,6,0,0,0,2,,,1,13,,,,, +briodfa01,1884,1,CL2,NL,43,148,17,25,6,0,1,12,,,6,19,,,,, +briodfa01,1884,2,CNU,UA,22,89,11,30,2,2,0,,,,1,,,,,, +brougca01,1884,1,MLU,UA,11,39,5,12,5,0,0,,,,0,,,,,, +broutda01,1884,1,BFN,NL,94,398,82,130,22,15,14,79,,,33,20,,,,, +browned01,1884,1,TL1,AA,42,153,13,27,3,0,0,,,,2,,,0,,, +brownji01,1884,1,ALT,UA,21,88,12,22,2,2,1,,,,1,,,,,, +brownji01,1884,2,NY1,NL,1,3,0,0,0,0,0,0,,,0,1,,,,, +brownji01,1884,3,SPU,UA,6,16,5,5,4,0,0,,,,1,,,,,, +brownjo01,1884,1,CHN,NL,15,61,6,13,1,0,0,3,,,0,15,,,,, +brownle01,1884,1,BSU,UA,85,325,50,75,18,3,1,,,,13,,,,,, +brownpe01,1884,1,LS2,AA,103,447,101,150,33,8,4,47,,,13,,,2,,, +brownto01,1884,1,CL5,AA,107,451,93,123,9,11,5,32,,,24,,,4,,, +buffich01,1884,1,BSN,NL,87,352,48,94,18,3,1,39,,,16,12,,,,, +bukerha01,1884,1,DTN,NL,30,111,5,15,1,0,0,3,,,4,15,,,,, +bullasi01,1884,1,TL1,AA,13,45,4,4,0,1,0,,,,1,,,0,,, +burcher01,1884,1,CL2,NL,32,124,9,26,4,0,0,7,,,5,24,,,,, +burdoja01,1884,1,BSN,NL,87,361,65,97,14,4,6,49,,,15,52,,,,, +burkeja01,1884,1,BSU,UA,47,184,21,41,8,3,0,,,,6,,,,,, +burnsdi01,1884,1,CNU,UA,79,350,84,107,17,12,4,,,,5,,,,,, +burnsoy01,1884,1,WIL,UA,2,7,0,1,0,1,0,,,,1,,,,,, +burnsoy01,1884,2,BL2,AA,35,131,34,39,2,6,6,23,,,7,,,3,,, +burnspa01,1884,1,BL2,AA,6,25,3,5,2,1,0,,,,3,,,0,,, +burnspa01,1884,2,BLU,UA,1,4,0,2,0,0,0,,,,0,,,,,, +burnsto01,1884,1,CHN,NL,83,343,54,84,14,2,7,44,,,13,50,,,,, +bushodo01,1884,1,CL2,NL,62,203,24,48,6,1,0,10,,,17,11,,,,, +butlebi01,1884,1,IN2,AA,9,31,7,7,3,2,0,,,,1,,,0,,, +butleki01,1884,1,BSU,UA,71,255,36,43,15,0,0,,,,12,,,,,, +cadych01,1884,1,CHU,UA,6,20,4,2,1,1,0,,,,1,,,,,, +cadych01,1884,2,KCU,UA,2,3,0,0,0,0,0,,,,0,,,,,, +cahiljo01,1884,1,CL5,AA,59,210,28,46,3,3,0,,,,6,,,2,,, +callaed01,1884,1,SLU,UA,1,3,0,0,0,0,0,,,,0,,,,,, +callaed01,1884,2,KCU,UA,3,11,0,4,0,0,0,,,,0,,,,,, +callaed01,1884,3,BSU,UA,4,13,2,5,0,0,0,,,,1,,,,,, +callapa01,1884,1,IN2,AA,61,258,38,67,8,5,2,,,,8,,,0,,, +carpehi01,1884,1,CN2,AA,108,474,80,121,16,2,4,60,,,6,,,4,,, +carroch01,1884,1,WSU,UA,4,16,1,4,0,0,0,,,,0,,,,,, +carrocl01,1884,1,PRO,NL,113,452,90,118,16,4,3,54,,,29,39,,,,, +carrofr01,1884,1,CL5,AA,69,252,46,70,13,5,6,,,,13,,,5,,, +carropa01,1884,1,ALT,UA,11,49,4,13,1,0,0,,,,1,,,,,, +carropa01,1884,2,PHU,UA,5,19,1,3,1,0,0,,,,0,,,,,, +carrosc01,1884,1,SPU,UA,9,31,3,3,1,0,0,,,,2,,,,,, +carutbo01,1884,1,SL4,AA,23,82,15,22,2,0,2,,,,4,,,0,,, +caseyda01,1884,1,WIL,UA,2,6,0,1,0,0,0,,,,0,,,,,, +caseyde01,1884,1,WIL,UA,2,8,1,2,1,0,0,,,,0,,,,,, +caseyde01,1884,2,BL2,AA,37,149,20,37,7,4,3,,,,5,,,0,,, +caskied01,1884,1,NY1,NL,100,351,49,81,11,1,1,40,,,34,55,,,,, +cassijo01,1884,1,BR3,AA,106,433,57,109,11,6,2,,,,19,,,2,,, +cattajo01,1884,1,PRO,NL,1,4,0,0,0,0,0,0,,,0,2,,,,, +cattajo01,1884,2,SLU,UA,2,7,0,0,0,0,0,,,,0,,,,,, +chattji01,1884,1,KCU,UA,4,15,4,2,1,0,0,,,,2,,,,,, +clarkjo01,1884,1,CHN,NL,21,84,16,22,6,2,3,17,,,2,16,,,,, +clemeja01,1884,1,PHU,UA,41,177,37,50,13,2,3,,,,9,,,,,, +clemeja01,1884,2,PHI,NL,9,30,3,7,0,0,0,0,,,4,8,,,,, +cleveel01,1884,1,CNU,UA,29,115,24,37,9,2,0,,,,4,,,,,, +clinemo01,1884,1,LS2,AA,94,396,91,115,16,7,2,39,,,27,,,4,,, +clintji01,1884,1,BL2,AA,104,437,82,118,12,6,4,,,,29,,,13,,, +colemjo01,1884,1,PHI,NL,43,171,16,42,7,2,0,22,,,8,20,,,,, +colemjo01,1884,2,PH4,AA,28,107,16,22,2,3,2,,,,5,,,0,,, +colgaed01,1884,1,PT1,AA,48,161,10,25,4,1,0,,,,3,,,0,,, +collich01,1884,1,BFN,NL,45,169,24,30,6,0,0,20,,,14,36,,,,, +collich01,1884,2,IN2,AA,38,138,18,31,3,1,0,,,,9,,,0,,, +comisch01,1884,1,SL4,AA,108,460,76,109,17,6,2,84,,,5,,,5,,, +conleed01,1884,1,PRO,NL,8,28,0,4,0,0,0,0,,,0,9,,,,, +connojo01,1884,1,ALT,UA,3,11,0,1,0,0,0,,,,0,,,,,, +connojo01,1884,2,KCU,UA,3,11,2,1,0,0,0,,,,1,,,,,, +connojo02,1884,1,BSN,NL,7,25,1,2,0,0,0,1,,,1,13,,,,, +connoro01,1884,1,NY1,NL,116,477,98,151,28,4,4,82,,,38,32,,,,, +conwabi01,1884,1,PHI,NL,1,4,0,0,0,0,0,0,,,0,1,,,,, +conwaji01,1884,1,BR3,AA,14,47,1,6,0,0,0,,,,0,,,0,,, +cookpa01,1884,1,PHI,NL,3,12,0,1,0,0,0,0,,,0,2,,,,, +corcoja01,1884,1,BR3,AA,52,185,17,39,4,3,0,,,,8,,,2,,, +corcola01,1884,1,CHN,NL,64,251,43,61,3,4,1,19,,,10,33,,,,, +corcomi01,1884,1,CHN,NL,1,3,0,0,0,0,0,0,,,1,1,,,,, +coreyfr01,1884,1,PH4,AA,104,439,64,121,17,16,5,,,,17,,,2,,, +corkhpo01,1884,1,CN2,AA,110,452,85,124,13,11,4,70,,,6,,,4,,, +corriph01,1884,1,CHU,UA,2,7,1,1,0,0,0,,,,0,,,,,, +coughed01,1884,1,BFN,NL,1,4,0,1,0,0,0,1,,,0,2,,,,, +coxfr01,1884,1,DTN,NL,27,102,6,13,3,1,0,4,,,2,36,,,,, +craneed01,1884,1,BSU,UA,101,428,83,122,23,6,12,,,,14,,,,,, +cranesa01,1884,1,CNU,UA,80,309,56,72,9,3,1,,,,11,,,,,, +creamge01,1884,1,PT1,AA,98,339,38,62,8,5,0,,,,16,,,2,,, +creegma01,1884,1,WSU,UA,9,33,4,5,0,0,0,,,,1,,,,,, +cronida01,1884,1,CHU,UA,1,4,1,1,0,0,0,,,,0,,,,,, +cronida01,1884,2,SLU,UA,1,5,0,0,0,0,0,,,,0,,,,,, +crosbge01,1884,1,CHN,NL,3,13,1,4,0,0,1,1,,,0,1,,,,, +crosscl01,1884,1,ALT,UA,2,7,1,4,1,0,0,,,,2,,,,,, +crosscl01,1884,2,PHU,UA,2,9,0,2,0,0,0,,,,0,,,,,, +crosscl01,1884,3,KCU,UA,25,93,13,20,1,0,0,,,,6,,,,,, +crothdo01,1884,1,KCU,UA,4,15,2,2,0,0,0,,,,0,,,,,, +crottjo01,1884,1,CNU,UA,21,84,11,22,4,2,1,,,,1,,,,,, +crowlbi01,1884,1,BSN,NL,108,407,50,110,14,6,6,61,,,33,74,,,,, +crowljo01,1884,1,PHI,NL,48,168,26,41,7,3,0,19,,,15,21,,,,, +cudwoji01,1884,1,KCU,UA,32,116,7,17,3,1,0,,,,2,,,,,, +cuffjo01,1884,1,BLU,UA,3,11,1,1,1,0,0,,,,1,,,,,, +cullejo01,1884,1,WIL,UA,9,31,2,6,0,0,0,,,,1,,,,,, +currywe01,1884,1,RIC,AA,2,8,1,2,0,0,0,,,,0,,,0,,, +cushmed01,1884,1,MLU,UA,4,11,1,1,0,0,0,,,,2,,,,,, +cusicto01,1884,1,WIL,UA,11,34,0,5,0,0,0,,,,1,,,,,, +cusicto01,1884,2,PHI,NL,9,29,2,4,0,0,0,1,,,0,3,,,,, +cuthbne01,1884,1,BLU,UA,44,168,29,34,5,0,0,,,,10,,,,,, +dailyhu01,1884,1,CHU,UA,58,196,21,43,6,1,0,,,,8,,,,,, +dailyhu01,1884,2,WSU,UA,2,5,0,0,0,0,0,,,,1,,,,,, +daisege01,1884,1,ALT,UA,1,4,0,0,0,0,0,,,,0,,,,,, +dalryab01,1884,1,CHN,NL,111,521,111,161,18,9,22,69,,,14,39,,,,, +dalyto01,1884,1,PHU,UA,2,8,0,0,0,0,0,,,,0,,,,,, +daniech01,1884,1,BSU,UA,3,11,1,3,0,0,0,,,,2,,,,,, +davisda01,1884,1,SL4,AA,25,87,5,15,0,1,0,,,,5,,,0,,, +davisda01,1884,2,BSN,NL,4,16,0,0,0,0,0,0,,,0,9,,,,, +davisju01,1884,1,KCU,UA,7,29,3,6,0,0,0,,,,0,,,,,, +deaglre01,1884,1,CN2,AA,4,13,1,0,0,0,0,,,,1,,,0,,, +deaglre01,1884,2,LS2,AA,12,45,2,6,1,0,0,3,,,0,,,0,,, +dealypa01,1884,1,SPU,UA,5,15,2,2,0,0,0,,,,0,,,,,, +deasljo01,1884,1,WSU,UA,31,134,20,29,1,1,0,,,,3,,,,,, +deasljo01,1884,2,KCU,UA,13,40,3,7,2,0,0,,,,2,,,,,, +deaslpa01,1884,1,SL4,AA,75,254,27,52,5,4,0,,,,7,,,3,,, +deckeha01,1884,1,IN2,AA,4,15,1,4,1,0,0,,,,1,,,0,,, +deckeha01,1884,2,KCU,UA,23,75,8,10,2,0,0,,,,5,,,,,, +deeji01,1884,1,PT1,AA,12,40,0,5,0,0,0,,,,1,,,0,,, +dennyje01,1884,1,PRO,NL,110,439,57,109,22,9,6,59,,,14,58,,,,, +depanmi01,1884,1,PHI,NL,4,10,0,2,0,0,0,0,,,1,3,,,,, +dickebu01,1884,1,SLU,UA,46,211,49,77,15,1,0,,,,8,,,,,, +dickebu01,1884,2,BL2,AA,13,56,9,12,2,1,0,,,,4,,,2,,, +dickebu01,1884,3,LS2,AA,8,28,6,4,0,2,1,,,,3,,,0,,, +dolanto01,1884,1,SL4,AA,35,137,19,36,6,2,0,,,,6,,,1,,, +dolanto01,1884,2,SLU,UA,19,69,9,13,3,0,0,,,,4,,,,,, +donneji01,1884,1,IN2,AA,40,134,22,34,2,2,0,,,,5,,,4,,, +donneji02,1884,1,KCU,UA,6,23,2,3,1,0,0,,,,1,,,,,, +dorgaje01,1884,1,IN2,AA,34,141,22,42,6,1,0,,,,2,,,2,,, +dorgaje01,1884,2,BR3,AA,4,13,2,4,0,0,0,,,,0,,,0,,, +dorgami01,1884,1,NY1,NL,83,341,61,94,11,6,1,48,,,13,27,,,,, +dorseje01,1884,1,BLU,UA,1,3,0,0,0,0,0,,,,0,,,,,, +doughch01,1884,1,ALT,UA,23,85,6,22,5,0,0,,,,2,,,,,, +dowcl01,1884,1,BSU,UA,1,6,1,2,0,0,0,,,,0,,,,,, +doyleco01,1884,1,PT1,AA,15,58,8,17,3,2,0,,,,2,,,0,,, +drakely01,1884,1,WS7,AA,2,7,0,2,1,0,0,2,,,0,,,0,,, +drewda01,1884,1,PHU,UA,2,9,1,4,0,0,0,,,,0,,,,,, +drewda01,1884,2,WSU,UA,13,53,8,16,1,2,0,,,,1,,,,,, +driscde01,1884,1,LS2,AA,13,48,5,9,1,0,0,1,,,2,,,0,,, +duganbi01,1884,1,RIC,AA,9,28,4,3,1,0,0,,,,0,,,1,,, +duganbi01,1884,2,KCU,UA,3,6,0,0,0,0,0,,,,0,,,,,, +duganed01,1884,1,RIC,AA,22,70,4,8,0,0,0,,,,5,,,1,,, +dundoed01,1884,1,CL5,AA,26,86,6,12,2,2,0,,,,5,,,1,,, +dunlafr01,1884,1,SLU,UA,101,449,160,185,39,8,13,,,,29,,,,,, +dunnst01,1884,1,SPU,UA,9,32,2,8,2,0,0,,,,0,,,,,, +dwighal01,1884,1,KCU,UA,12,43,8,10,2,0,0,,,,2,,,,,, +eastehe01,1884,1,PHU,UA,28,115,12,28,5,0,0,,,,5,,,,,, +edench01,1884,1,PT1,AA,32,122,12,33,7,4,1,,,,7,,,6,,, +eggleda01,1884,1,BFN,NL,63,241,25,47,3,1,0,20,,,6,54,,,,, +ellicjo01,1884,1,CHU,UA,92,394,71,93,11,0,0,,,,16,,,,,, +ellicjo01,1884,2,KCU,UA,2,8,0,0,0,0,0,,,,0,,,,,, +ellicjo01,1884,3,BLU,UA,7,27,2,4,0,0,0,,,,2,,,,,, +elybo01,1884,1,BFN,NL,1,4,0,0,0,0,0,0,,,0,2,,,,, +emslibo01,1884,1,BL2,AA,51,195,21,37,6,3,0,,,,2,,,0,,, +esterdu01,1884,1,NY4,AA,112,477,110,150,29,11,1,,,,12,,,10,,, +evansja01,1884,1,CL2,NL,80,313,32,81,18,3,1,38,,,15,49,,,,, +eversto01,1884,1,WSU,UA,109,427,54,99,6,1,0,,,,7,,,,,, +ewingbu01,1884,1,NY1,NL,94,382,90,106,15,20,3,41,,,28,22,,,,, +ewingjo01,1884,1,CNU,UA,1,4,0,0,0,0,0,,,,0,,,,,, +ewingjo01,1884,2,WSU,UA,1,5,1,1,0,1,0,,,,0,,,,,, +faatzja01,1884,1,PT1,AA,29,112,18,27,2,3,0,,,,1,,,4,,, +falchan01,1884,1,MLU,UA,5,18,0,2,0,0,0,,,,0,,,,,, +farleto01,1884,1,WS7,AA,14,52,5,11,4,0,0,,,,1,,,1,,, +farrasi01,1884,1,PHI,NL,111,428,62,105,16,6,1,45,,,9,25,,,,, +farreja02,1884,1,PRO,NL,111,469,70,102,13,6,1,37,,,35,44,,,,, +farrejo01,1884,1,DTN,NL,110,461,59,104,10,5,3,41,,,14,66,,,,, +farrojo01,1884,1,BR3,AA,16,58,7,11,2,0,0,,,,3,,,0,,, +fennefr01,1884,1,WS7,AA,62,257,52,75,17,7,2,,,,20,,,0,,, +fennefr01,1884,2,CN2,AA,28,122,42,43,5,8,2,,,,11,,,2,,, +fergubo01,1884,1,PT1,AA,10,41,2,6,0,0,0,,,,0,,,0,,, +ferguch01,1884,1,PHI,NL,52,203,26,50,6,3,0,20,,,19,54,,,,, +fieldji01,1884,1,CL5,AA,105,417,74,97,9,7,4,,,,23,,,12,,, +firthte01,1884,1,RIC,AA,1,3,0,1,0,0,0,,,,0,,,0,,, +fishe01,1884,1,PHU,UA,10,36,7,8,2,0,0,,,,3,,,,,, +fishech02,1884,1,KCU,UA,10,40,3,8,2,0,0,,,,0,,,,,, +fishech02,1884,2,CHU,UA,1,3,1,2,0,0,0,,,,1,,,,,, +fishege01,1884,1,CL2,NL,6,24,2,3,0,0,0,0,,,0,3,,,,, +fishege01,1884,2,WIL,UA,8,29,0,2,0,0,0,,,,0,,,,,, +flintsi01,1884,1,CHN,NL,73,279,35,57,5,2,9,45,,,7,57,,,,, +flynnjo01,1884,1,PHU,UA,52,209,38,52,9,4,4,,,,11,,,,,, +flynnjo01,1884,2,BSU,UA,9,31,4,7,2,0,0,,,,2,,,,,, +fogarji01,1884,1,PHI,NL,97,378,42,80,12,6,1,37,,,20,54,,,,, +foleywi01,1884,1,CHU,UA,19,71,15,20,1,1,0,,,,5,,,,,, +forceda01,1884,1,BFN,NL,106,403,47,83,13,3,0,36,,,27,41,,,,, +forded01,1884,1,RIC,AA,2,5,0,0,0,0,0,,,,0,,,0,,, +foremfr01,1884,1,CHU,UA,3,11,0,1,0,0,0,,,,0,,,,,, +foremfr01,1884,2,KCU,UA,1,3,0,0,0,0,0,,,,0,,,,,, +forstto01,1884,1,PT1,AA,35,126,10,28,5,0,0,,,,7,,,0,,, +fostero02,1884,1,PHU,UA,1,3,0,1,0,1,0,,,,0,,,,,, +fostero02,1884,2,PH4,AA,4,11,4,2,0,0,0,,,,3,,,0,,, +foutzda01,1884,1,SL4,AA,33,119,17,27,4,0,0,,,,8,,,0,,, +foxjo01,1884,1,PT1,AA,8,25,4,6,2,0,0,,,,0,,,0,,, +frank01,1884,1,WSU,UA,1,3,0,0,0,0,0,,,,0,,,,,, +friespe01,1884,1,IN2,AA,1,3,0,1,1,0,0,,,,1,,,0,,, +fulmech01,1884,1,CN2,AA,31,114,13,20,2,1,0,8,,,1,,,0,,, +fulmech01,1884,2,SL4,AA,1,5,0,0,0,0,0,,,,0,,,0,,, +fulmech02,1884,1,WSU,UA,48,181,39,50,9,0,0,,,,11,,,,,, +fusseed01,1884,1,BLU,UA,68,303,60,86,16,3,1,,,,3,,,,,, +gagusch01,1884,1,WSU,UA,44,154,14,38,7,1,0,,,,4,,,,,, +gallabi01,1884,1,PHU,UA,3,11,1,1,0,0,0,,,,0,,,,,, +galvilo01,1884,1,SPU,UA,3,9,0,2,0,0,0,,,,0,,,,,, +galvipu01,1884,1,BFN,NL,72,274,34,49,6,1,0,24,,,2,80,,,,, +ganzech01,1884,1,SPU,UA,7,23,2,5,0,0,0,,,,0,,,,,, +gardnal01,1884,1,WS7,AA,1,3,0,0,0,0,0,,,,0,,,0,,, +gardngi01,1884,1,BL2,AA,41,173,32,37,6,8,2,,,,14,,,2,,, +gardngi01,1884,2,CHU,UA,38,149,22,38,10,2,0,,,,10,,,,,, +gardngi01,1884,3,BLU,UA,1,4,0,1,0,0,0,,,,0,,,,,, +gastfed01,1884,1,DTN,NL,23,82,6,6,1,0,0,2,,,2,34,,,,, +geerbi01,1884,1,PHU,UA,9,36,7,9,2,1,0,,,,4,,,,,, +geerbi01,1884,2,BR3,AA,107,391,68,82,15,7,0,,,,38,,,1,,, +geisbi01,1884,1,DTN,NL,75,283,22,50,11,4,2,16,,,6,60,,,,, +gerhajo01,1884,1,LS2,AA,106,404,39,89,7,8,0,40,,,13,,,5,,, +getzich01,1884,1,DTN,NL,17,55,4,6,0,0,0,1,,,5,20,,,,, +gillepe01,1884,1,NY1,NL,101,413,75,109,7,4,2,44,,,19,35,,,,, +gilleto01,1884,1,PHU,UA,29,116,5,18,2,0,0,,,,1,,,,,, +gilliba01,1884,1,PRO,NL,82,294,47,72,13,2,1,38,,,35,41,,,,, +gilmapi01,1884,1,CL2,NL,2,10,0,1,0,0,0,0,,,0,3,,,,, +gladmbu01,1884,1,WS7,AA,56,224,17,35,5,3,1,,,,3,,,3,,, +glassja01,1884,1,CL2,NL,72,281,45,70,4,4,1,22,,,25,16,,,,, +glassja01,1884,2,CNU,UA,38,172,48,72,9,5,2,,,,8,,,,,, +gleasbi01,1884,1,SL4,AA,110,472,97,127,21,7,1,,,,27,,,12,,, +gleasja01,1884,1,SLU,UA,92,395,90,128,30,2,4,,,,23,,,,,, +glenned01,1884,1,RIC,AA,43,175,26,43,2,4,1,,,,5,,,1,,, +goldsfr01,1884,1,CHN,NL,22,81,11,11,2,0,2,6,,,7,26,,,,, +goldsfr01,1884,2,BL2,AA,4,14,2,2,0,0,0,,,,2,,,0,,, +goldswa02,1884,1,SL4,AA,5,20,2,4,0,0,0,1,,,0,,,0,,, +goldswa02,1884,2,WS7,AA,6,24,4,9,0,0,0,3,,,1,,,0,,, +goldswa02,1884,3,RIC,AA,11,40,4,9,1,0,0,4,,,1,,,1,,, +gorege01,1884,1,CHN,NL,103,422,104,134,18,4,5,34,,,61,26,,,,, +gormaja01,1884,1,KCU,UA,8,31,3,4,1,0,0,,,,0,,,,,, +gormaja01,1884,2,PT1,AA,8,27,3,4,0,1,0,,,,1,,,0,,, +gormato04,1884,1,KCU,UA,25,106,22,34,4,2,0,,,,4,,,,,, +gradyjo01,1884,1,ALT,UA,9,36,5,11,3,0,0,,,,2,,,,,, +grahabe01,1884,1,CHU,UA,1,5,2,1,0,0,0,,,,0,,,,,, +grahabe01,1884,2,BLU,UA,41,167,21,45,11,0,0,,,,2,,,,,, +grayji01,1884,1,PT1,AA,1,2,0,1,0,0,0,,,,0,,,0,,, +greenbi01,1884,1,BR3,AA,92,385,52,83,8,3,3,,,,10,,,1,,, +greenji01,1884,1,WSU,UA,10,36,4,5,1,0,0,,,,0,,,,,, +griffsa01,1884,1,NY1,NL,16,62,7,11,2,0,0,6,,,1,19,,,,, +griffth01,1884,1,MLU,UA,11,41,5,9,2,0,0,,,,3,,,,,, +grossem01,1884,1,CHU,UA,23,95,13,34,6,2,4,,,,6,,,,,, +guinebe01,1884,1,DTN,NL,2,7,0,0,0,0,0,0,,,0,3,,,,, +gunnito01,1884,1,BSN,NL,12,45,4,5,1,1,0,2,,,1,12,,,,, +gunsojo01,1884,1,WSU,UA,45,166,15,23,2,0,0,,,,3,,,,,, +hackeme01,1884,1,BSN,NL,72,268,28,55,13,2,1,20,,,2,66,,,,, +hackewa01,1884,1,BSU,UA,103,415,71,101,19,0,1,,,,7,,,,,, +haganar01,1884,1,BFN,NL,3,13,3,4,0,0,0,1,,,0,1,,,,, +halpiji01,1884,1,WSU,UA,46,168,24,31,3,0,0,,,,2,,,,,, +hamiljo01,1884,1,WS7,AA,21,71,5,7,0,2,0,,,,6,,,0,,, +hankifr01,1884,1,NY1,NL,105,389,44,90,16,7,2,43,,,23,59,,,,, +hanlone01,1884,1,DTN,NL,114,450,86,119,18,6,5,39,,,40,52,,,,, +hannajo01,1884,1,WS7,AA,23,76,8,5,0,0,0,,,,6,,,0,,, +hannajo01,1884,2,RIC,AA,22,67,6,13,2,1,0,,,,0,,,1,,, +harbibi01,1884,1,CNU,UA,82,341,59,95,12,5,2,,,,25,,,,,, +hardilo01,1884,1,PHI,NL,3,8,0,3,2,0,0,0,,,0,2,,,,, +harkijo01,1884,1,CL2,NL,61,229,24,47,4,2,0,20,,,7,45,,,,, +harrifr01,1884,1,ALT,UA,24,95,10,25,2,1,0,,,,3,,,,,, +hautzch01,1884,1,PT1,AA,7,24,0,5,0,0,0,,,,3,,,0,,, +hawesbi01,1884,1,CNU,UA,79,349,80,97,7,4,4,,,,5,,,,,, +hawketh01,1884,1,WS7,AA,38,151,16,42,4,2,0,,,,4,,,0,,, +hayesja01,1884,1,PT1,AA,33,124,11,28,6,1,0,,,,4,,,1,,, +hayesja01,1884,2,BR3,AA,16,51,4,12,3,0,0,,,,3,,,0,,, +heckegu01,1884,1,LS2,AA,78,316,53,94,14,8,4,42,,,10,,,2,,, +hendeha01,1884,1,BL2,AA,53,203,24,46,7,7,0,,,,5,,,0,,, +henglmo01,1884,1,CHU,UA,19,74,9,15,2,1,0,,,,3,,,,,, +henglmo01,1884,2,SPU,UA,9,33,2,5,1,1,0,,,,0,,,,,, +henryjo01,1884,1,CL2,NL,9,26,2,4,0,0,0,0,,,0,12,,,,, +hibbajo01,1884,1,CHN,NL,2,7,0,0,0,0,0,0,,,0,4,,,,, +hickmer01,1884,1,KCU,UA,19,72,4,12,1,0,0,,,,1,,,,,, +hilsech01,1884,1,PH4,AA,6,24,5,5,1,1,0,,,,0,,,0,,, +hinesmi01,1884,1,BSN,NL,35,132,16,23,3,0,0,3,,,3,24,,,,, +hinespa01,1884,1,PRO,NL,114,490,94,148,36,10,3,41,,,44,28,,,,, +hodnech01,1884,1,SLU,UA,18,58,9,12,1,0,0,,,,10,,,,,, +hoganed02,1884,1,MLU,UA,11,37,6,3,1,0,0,,,,7,,,,,, +holbebi01,1884,1,NY4,AA,65,255,28,53,5,0,0,,,,7,,,2,,, +holdsji01,1884,1,IN2,AA,5,18,1,2,0,0,0,,,,2,,,0,,, +hoovebu01,1884,1,PHU,UA,63,275,76,100,20,8,0,,,,12,,,,,, +hoovebu01,1884,2,PHI,NL,10,42,6,8,1,0,1,4,,,4,9,,,,, +horanjo01,1884,1,CHU,UA,20,68,3,6,0,0,0,,,,1,,,,,, +hornujo01,1884,1,BSN,NL,115,518,119,139,27,10,7,51,,,17,80,,,,, +hotalpe01,1884,1,CL2,NL,102,408,69,99,16,6,3,27,,,28,50,,,,, +houcksa01,1884,1,PH4,AA,108,472,93,140,19,14,0,,,,7,,,8,,, +housech01,1884,1,CHU,UA,83,310,32,74,12,5,1,,,,12,,,,,, +housech02,1884,1,BR3,AA,76,273,28,66,15,3,3,,,,12,,,2,,, +hughebi01,1884,1,WSU,UA,14,49,5,6,0,0,0,,,,2,,,,,, +humphjo01,1884,1,WS7,AA,49,193,23,34,2,0,0,,,,9,,,1,,, +humphjo01,1884,2,NY1,NL,20,64,6,6,0,0,0,2,,,9,19,,,,, +huntebi01,1884,1,LS2,AA,2,7,1,1,0,0,0,,,,0,,,0,,, +hutchbi01,1884,1,KCU,UA,2,8,1,2,0,0,0,,,,0,,,,,, +irwinar01,1884,1,PRO,NL,102,404,73,97,14,3,2,44,,,28,52,,,,, +irwinjo01,1884,1,BSU,UA,105,432,81,101,22,6,1,,,,15,,,,,, +johnsbi01,1884,1,PHU,UA,1,4,0,0,0,0,0,,,,0,,,,,, +johnsdi01,1884,1,RIC,AA,39,146,23,41,5,5,2,,,,2,,,0,,, +jones02,1884,1,WS7,AA,4,17,2,5,0,0,0,,,,1,,,0,,, +jonesbi01,1884,1,PHU,UA,4,14,2,2,0,0,0,,,,1,,,,,, +jonesch01,1884,1,CN2,AA,112,472,117,148,19,17,7,71,,,37,,,10,,, +jonesch02,1884,1,BR3,AA,25,90,10,16,1,0,0,,,,5,,,0,,, +jonesfr01,1884,1,DTN,NL,2,8,0,1,0,0,0,0,,,0,1,,,,, +joneshe01,1884,1,DTN,NL,34,127,24,28,3,1,0,3,,,16,18,,,,, +jonesja01,1884,1,CNU,UA,69,272,36,71,5,1,2,,,,12,,,,,, +joypo01,1884,1,WSU,UA,36,130,12,28,0,0,0,,,,2,,,,,, +kalbfch01,1884,1,WSU,UA,1,5,1,1,0,0,0,,,,0,,,,,, +kappejo01,1884,1,PHI,NL,4,15,1,1,0,0,0,0,,,0,2,,,,, +kearnto01,1884,1,DTN,NL,21,79,9,16,0,1,0,7,,,2,10,,,,, +keefeti01,1884,1,NY4,AA,62,210,27,50,3,6,3,,,,18,,,1,,, +keenaji01,1884,1,IN2,AA,68,249,36,73,14,4,3,,,,16,,,3,,, +kellyjo01,1884,1,CNU,UA,38,142,23,40,5,1,1,,,,6,,,,,, +kellyjo01,1884,2,WSU,UA,4,14,1,5,1,0,0,,,,0,,,,,, +kellyki01,1884,1,CHN,NL,108,452,120,160,28,5,13,95,,,46,24,,,,, +kemmlru01,1884,1,CL5,AA,61,211,28,42,3,3,0,,,,15,,,0,,, +kenneed01,1884,1,NY4,AA,103,378,49,72,6,2,1,,,,16,,,1,,, +kenneed02,1884,1,CNU,UA,13,48,6,10,1,1,0,,,,1,,,,,, +kented01,1884,1,TL1,AA,1,4,0,0,0,0,0,,,,0,,,0,,, +kerinjo01,1884,1,IN2,AA,94,364,58,78,10,3,6,,,,6,,,1,,, +kienzbi01,1884,1,PHU,UA,67,299,76,76,13,8,0,,,,21,,,,,, +kileyjo01,1884,1,WS7,AA,14,56,9,12,2,2,0,,,,3,,,1,,, +kimbesa01,1884,1,BR3,AA,41,142,14,21,1,2,0,,,,9,,,1,,, +kingsa01,1884,1,WS7,AA,12,45,3,8,2,0,0,,,,1,,,1,,, +kinziwa01,1884,1,CHN,NL,19,82,4,13,3,0,2,8,,,0,13,,,,, +kinziwa01,1884,2,SL4,AA,2,9,0,1,0,0,0,,,,0,,,0,,, +kirbyjo01,1884,1,KCU,UA,2,7,1,1,0,0,0,,,,0,,,,,, +knighjo01,1884,1,PHI,NL,6,24,2,6,3,0,0,2,,,0,2,,,,, +knighlo01,1884,1,PH4,AA,108,484,94,131,18,12,1,,,,10,,,1,,, +knowlji01,1884,1,PT1,AA,46,182,19,42,5,7,0,,,,5,,,2,,, +knowlji01,1884,2,BR3,AA,41,153,19,36,5,1,1,,,,3,,,1,,, +koonsha01,1884,1,ALT,UA,21,78,8,18,2,1,0,,,,2,,,,,, +koonsha01,1884,2,CHU,UA,1,3,0,0,0,0,0,,,,0,,,,,, +kreegfr01,1884,1,KCU,UA,1,3,0,0,0,0,0,,,,0,,,,,, +krehmch01,1884,1,SL4,AA,21,70,3,16,0,1,0,5,,,2,,,0,,, +kriegbi01,1884,1,CHU,UA,71,279,35,69,15,4,0,,,,11,,,,,, +kuehnbi01,1884,1,CL5,AA,110,415,48,98,13,16,5,,,,9,,,1,,, +lanech01,1884,1,TL1,AA,57,215,26,49,9,5,1,,,,2,,,2,,, +larki01,1884,1,WSU,UA,17,70,11,17,0,0,0,,,,4,,,,,, +larkihe01,1884,1,PH4,AA,85,326,59,90,21,9,3,37,,,15,,,8,,, +larkite01,1884,1,RIC,AA,40,139,17,28,1,4,0,,,,9,,,3,,, +lathaar01,1884,1,SL4,AA,110,474,115,130,17,12,1,,,,18,,,6,,, +lathaju01,1884,1,LS2,AA,77,308,31,52,3,3,0,23,,,8,,,3,,, +lauerch01,1884,1,PT1,AA,13,44,5,5,0,0,0,,,,0,,,0,,, +lavinjo01,1884,1,SL4,AA,16,52,9,11,2,0,0,,,,3,,,1,,, +lawlomi01,1884,1,WSU,UA,2,7,0,0,0,0,0,,,,0,,,,,, +learyja01,1884,1,ALT,UA,8,33,1,3,0,0,0,,,,1,,,,,, +learyja01,1884,2,CHU,UA,10,40,0,7,1,0,0,,,,0,,,,,, +leeto01,1884,1,CHN,NL,6,24,0,3,1,0,0,1,,,0,6,,,,, +leeto01,1884,2,BLU,UA,21,82,11,23,1,0,0,,,,5,,,,,, +lehanja01,1884,1,WSU,UA,3,12,1,4,2,0,0,,,,0,,,,,, +levisch01,1884,1,BLU,UA,87,373,59,85,11,4,5,,,,3,,,,,, +levisch01,1884,2,WSU,UA,1,3,0,0,0,0,0,,,,0,,,,,, +levisch01,1884,3,IN2,AA,3,10,0,2,0,0,0,,,,0,,,0,,, +lewisfr01,1884,1,SL4,AA,73,300,59,97,25,3,0,,,,16,,,4,,, +lewisfr01,1884,2,SLU,UA,8,30,6,9,1,0,0,,,,3,,,,,, +lilliji01,1884,1,BFN,NL,114,471,68,105,12,5,3,53,,,5,71,,,,, +lockema01,1884,1,IN2,AA,7,29,5,7,0,1,0,5,,,0,,,0,,, +lockwmi01,1884,1,WSU,UA,20,67,9,14,1,0,0,,,,8,,,,,, +loughbi01,1884,1,NY1,NL,9,29,4,3,1,1,0,3,,,7,11,,,,, +lowedi01,1884,1,DTN,NL,1,3,0,1,0,0,0,0,,,0,1,,,,, +luffhe01,1884,1,PHU,UA,26,111,9,30,4,2,0,,,,4,,,,,, +luffhe01,1884,2,KCU,UA,5,19,0,1,0,0,0,,,,1,,,,,, +lynchja01,1884,1,NY4,AA,55,198,21,30,2,3,0,,,,9,,,0,,, +lynchto01,1884,1,WIL,UA,16,58,6,16,3,1,0,,,,5,,,,,, +lynchto01,1884,2,PHI,NL,13,48,7,15,4,2,0,3,,,4,5,,,,, +lynchto02,1884,1,CHN,NL,1,4,0,0,0,0,0,0,,,0,2,,,,, +macarma01,1884,1,IN2,AA,6,21,1,2,0,0,0,,,,1,,,0,,, +maculji01,1884,1,BL2,AA,107,360,73,73,16,6,4,,,,36,,,8,,, +malonfe01,1884,1,PHU,UA,1,4,0,1,0,0,0,,,,0,,,,,, +manloch01,1884,1,ALT,UA,2,7,1,3,0,0,0,,,,0,,,,,, +manloch01,1884,2,NY1,NL,3,10,0,0,0,0,0,0,,,0,4,,,,, +mannfr01,1884,1,CL5,AA,99,366,70,101,12,18,7,,,,25,,,11,,, +mannija01,1884,1,PHI,NL,104,424,71,115,29,4,5,52,,,40,67,,,,, +manniji01,1884,1,BSN,NL,89,345,52,83,8,6,2,35,,,19,47,,,,, +manniti01,1884,1,BL2,AA,91,341,49,70,14,5,2,,,,26,,,7,,, +mansemi01,1884,1,PT1,AA,27,100,15,14,0,3,1,,,,7,,,1,,, +mansemi01,1884,2,PH4,AA,20,70,6,14,1,1,0,,,,5,,,0,,, +mansemi01,1884,3,RIC,AA,29,113,21,34,2,5,0,,,,8,,,3,,, +manseto01,1884,1,CN2,AA,65,266,49,66,4,6,0,23,,,15,,,5,,, +manseto01,1884,2,CL5,AA,23,77,9,15,1,3,0,6,,,6,,,1,,, +maskrle01,1884,1,LS2,AA,105,412,48,103,13,4,0,36,,,17,,,1,,, +mathebo01,1884,1,PH4,AA,49,184,26,34,5,1,0,,,,7,,,0,,, +mattecv01,1884,1,SLU,UA,1,4,0,0,0,0,0,,,,0,,,,,, +matthst01,1884,1,CHU,UA,37,142,24,39,7,1,0,,,,5,,,,,, +maulal01,1884,1,PHU,UA,1,4,0,0,0,0,0,,,,0,,,,,, +mccarto01,1884,1,BSU,UA,53,209,37,45,2,2,0,,,,6,,,,,, +mccaual01,1884,1,IN2,AA,17,53,7,10,0,1,0,5,,,12,,,2,,, +mccauji01,1884,1,SL4,AA,1,2,0,0,0,0,0,,,,0,,,0,,, +mcclebi01,1884,1,PHI,NL,111,450,71,116,13,2,3,33,,,28,43,,,,, +mcclobi01,1884,1,WIL,UA,9,30,0,3,0,0,0,,,,0,,,,,, +mccorje01,1884,1,PHU,UA,67,295,41,84,12,2,0,,,,4,,,,,, +mccorje01,1884,2,WSU,UA,42,157,23,34,8,2,0,,,,1,,,,,, +mccorji01,1884,1,CL2,NL,49,190,15,50,5,4,0,23,,,1,11,,,,, +mccorji01,1884,2,CNU,UA,27,110,12,27,3,1,0,,,,0,,,,,, +mcdonji01,1884,1,WSU,UA,2,6,0,1,0,0,0,,,,0,,,,,, +mcdonji01,1884,2,PT1,AA,38,145,11,23,3,0,0,,,,2,,,0,,, +mcelrji01,1884,1,PHI,NL,14,48,3,7,0,0,0,3,,,1,12,,,,, +mcelrji01,1884,2,WIL,UA,1,2,0,0,0,0,0,,,,0,,,,,, +mcfarch01,1884,1,BLU,UA,3,14,2,3,1,0,0,,,,0,,,,,, +mcgarch01,1884,1,CHU,UA,19,70,10,11,2,0,0,,,,0,,,,,, +mcginju01,1884,1,SL4,AA,40,146,16,34,9,1,0,,,,4,,,0,,, +mcguide01,1884,1,TL1,AA,45,151,12,28,7,0,1,,,,5,,,1,,, +mcguijo01,1884,1,PHU,UA,53,220,25,52,8,1,0,,,,5,,,,,, +mckeefr01,1884,1,WSU,UA,4,17,2,3,0,0,0,,,,1,,,,,, +mckeeji01,1884,1,BSU,UA,16,66,13,9,0,0,0,,,,0,,,,,, +mckened01,1884,1,WSU,UA,32,117,19,22,1,0,0,,,,4,,,,,, +mckeola01,1884,1,IN2,AA,70,250,29,53,8,1,0,,,,1,,,0,,, +mckinal01,1884,1,NY1,NL,116,470,66,128,21,13,3,73,,,8,62,,,,, +mclauba01,1884,1,KCU,UA,42,162,15,37,7,3,0,,,,9,,,,,, +mclaufr01,1884,1,CNU,UA,16,67,10,16,4,1,2,,,,2,,,,,, +mclaufr01,1884,2,CHU,UA,15,67,11,16,4,1,0,,,,1,,,,,, +mclaufr01,1884,3,KCU,UA,32,123,17,28,11,0,1,,,,9,,,,,, +mclauja01,1884,1,WSU,UA,10,37,3,7,3,0,0,,,,0,,,,,, +mclauji01,1884,1,BL2,AA,5,22,3,5,1,1,0,,,,0,,,0,,, +mclauto01,1884,1,LS2,AA,98,335,41,67,11,6,0,21,,,22,,,6,,, +mcphebi01,1884,1,CN2,AA,112,450,107,125,8,7,5,64,,,27,,,6,,, +mcquemo01,1884,1,CNU,UA,35,132,31,37,5,0,2,,,,8,,,,,, +mcrem01,1884,1,WSU,UA,1,3,0,0,0,0,0,,,,0,,,,,, +mcsortr01,1884,1,TL1,AA,21,68,12,17,1,0,0,,,,3,,,0,,, +meegape01,1884,1,RIC,AA,23,75,6,12,1,2,0,2,,,2,,,0,,, +meinkfr01,1884,1,DTN,NL,92,341,28,56,5,7,6,24,,,6,89,,,,, +meistge01,1884,1,TL1,AA,34,119,9,23,6,0,0,,,,3,,,5,,, +merried01,1884,1,IN2,AA,55,196,14,35,3,1,0,,,,6,,,1,,, +meyerle01,1884,1,PHU,UA,3,11,0,1,1,0,0,,,,0,,,,,, +meyerlo01,1884,1,CNU,UA,2,3,1,0,0,0,0,,,,1,,,,,, +millecy01,1884,1,CHU,UA,1,4,1,1,0,0,0,,,,0,,,,,, +millecy01,1884,2,PRO,NL,6,23,3,1,0,0,0,0,,,1,10,,,,, +millecy01,1884,3,PHI,NL,1,4,0,0,0,0,0,0,,,0,3,,,,, +milledo01,1884,1,PT1,AA,89,347,46,78,10,2,0,,,,13,,,2,,, +milleed01,1884,1,TL1,AA,8,24,2,6,0,0,0,1,,,1,,,0,,, +millege01,1884,1,CN2,AA,6,20,6,5,1,1,0,3,,,1,,,1,,, +millejo02,1884,1,TL1,AA,105,423,46,101,12,8,1,,,,26,,,1,,, +millijo01,1884,1,PH4,AA,66,268,39,77,20,3,3,,,,8,,,0,,, +moffejo01,1884,1,TL1,AA,56,204,17,41,5,3,0,,,,2,,,0,,, +moffesa01,1884,1,CL2,NL,67,256,26,47,12,2,0,15,,,8,56,,,,, +monrofr01,1884,1,IN2,AA,2,8,1,0,0,0,0,,,,0,,,0,,, +mooreha01,1884,1,WSU,UA,111,461,77,155,23,5,1,,,,19,,,,,, +mooreje01,1884,1,ALT,UA,20,80,10,25,3,1,1,,,,0,,,,,, +mooreje01,1884,2,CL2,NL,9,30,1,6,0,0,0,10,,,0,5,,,,, +morgabi01,1884,1,RIC,AA,6,20,0,2,0,0,0,,,,1,,,0,,, +morgabi01,1884,2,BLU,UA,2,9,1,2,0,0,0,,,,1,,,,,, +morgabi02,1884,1,WS7,AA,45,162,8,28,1,1,0,,,,8,,,1,,, +moriage01,1884,1,BSN,NL,4,16,1,1,0,0,0,0,,,0,8,,,,, +moriage01,1884,2,IN2,AA,10,37,4,8,0,2,0,4,,,0,,,0,,, +morrie01,1884,1,BLU,UA,1,3,0,0,0,0,0,,,,0,,,,,, +morried01,1884,1,CL5,AA,57,199,19,37,4,8,0,,,,5,,,3,,, +morrijo01,1884,1,BSN,NL,111,438,80,114,19,7,3,61,,,30,87,,,,, +morrijo03,1884,1,IN2,AA,44,182,26,48,6,8,1,,,,7,,,4,,, +morrip01,1884,1,WSU,UA,1,3,0,0,0,0,0,,,,0,,,,,, +morrito01,1884,1,MLU,UA,12,47,3,8,2,0,0,,,,0,,,,,, +mortoch01,1884,1,TL1,AA,32,111,11,18,6,2,0,,,,7,,,0,,, +mortosp01,1884,1,PHI,NL,2,8,0,3,1,0,0,0,,,0,3,,,,, +mountbi01,1884,1,CN2,AA,34,119,13,18,2,1,0,8,,,9,,,3,,, +mountfr01,1884,1,CL5,AA,58,210,26,50,7,3,4,,,,9,,,4,,, +moynami01,1884,1,PH4,AA,1,4,0,0,0,0,0,,,,0,,,0,,, +moynami01,1884,2,CL2,NL,12,45,9,13,2,1,0,6,,,7,11,,,,, +muldomi01,1884,1,CL2,NL,110,422,46,101,16,6,2,38,,,18,67,,,,, +mullato01,1884,1,TL1,AA,95,352,49,97,19,3,3,,,,33,,,1,,, +mullihe01,1884,1,WS7,AA,34,120,13,17,3,1,0,,,,8,,,0,,, +mullihe01,1884,2,BSU,UA,2,8,1,0,0,0,0,,,,0,,,,,, +mullijo01,1884,1,WSU,UA,1,4,2,1,0,0,0,,,,0,,,,,, +mulvejo01,1884,1,PHI,NL,100,401,47,92,11,2,2,32,,,4,49,,,,, +muncejo01,1884,1,WIL,UA,7,21,1,4,0,0,0,,,,1,,,,,, +mundige01,1884,1,IN2,AA,3,8,1,2,0,0,0,3,,,0,,,0,,, +murnati01,1884,1,BSU,UA,76,311,55,73,5,2,0,,,,22,,,,,, +murph01,1884,1,BSU,UA,1,3,0,0,0,0,0,,,,1,,,,,, +murphco01,1884,1,PHI,NL,3,10,0,0,0,0,0,0,,,1,1,,,,, +murphjo01,1884,1,ALT,UA,23,94,10,14,1,0,0,,,,4,,,,,, +murphjo01,1884,2,WIL,UA,10,31,4,2,0,0,0,,,,3,,,,,, +murphto01,1884,1,NY4,AA,1,3,1,1,0,0,0,,,,0,,,0,,, +murphwi01,1884,1,CL2,NL,42,168,18,38,3,3,1,9,,,1,23,,,,, +murphwi01,1884,2,WS7,AA,5,21,3,10,0,0,0,,,,1,,,2,,, +murrami01,1884,1,PRO,NL,8,27,1,5,0,0,0,1,,,1,8,,,,, +myersal01,1884,1,MLU,UA,12,46,6,15,6,0,0,,,,0,,,,,, +myersge01,1884,1,BFN,NL,78,325,34,59,9,2,2,32,,,13,33,,,,, +myershe01,1884,1,WIL,UA,6,24,3,3,0,0,0,,,,0,,,,,, +nashbi01,1884,1,RIC,AA,45,166,31,33,8,8,1,,,,12,,,7,,, +navasa01,1884,1,PRO,NL,34,116,10,11,0,0,0,6,,,11,35,,,,, +neaglja01,1884,1,PT1,AA,43,148,13,22,6,0,0,,,,6,,,1,,, +nelsobi01,1884,1,PT1,AA,3,12,1,2,0,0,0,,,,0,,,0,,, +nelsoca01,1884,1,NY4,AA,111,432,114,110,15,3,1,,,,74,,,9,,, +nicolhu01,1884,1,SL4,AA,110,442,79,116,14,5,0,,,,22,,,3,,, +noftsge01,1884,1,ALT,UA,7,25,0,1,0,0,0,,,,0,,,,,, +nolanth01,1884,1,WIL,UA,9,33,5,9,2,1,0,,,,2,,,,,, +nuszem01,1884,1,WSU,UA,1,4,1,0,0,0,0,,,,0,,,,,, +oberbhe01,1884,1,BLU,UA,33,125,19,23,4,0,0,,,,3,,,,,, +oberbhe01,1884,2,KCU,UA,27,90,7,17,3,0,0,,,,7,,,,,, +obriebi01,1884,1,SPU,UA,8,30,1,7,3,0,0,,,,0,,,,,, +obriebi01,1884,2,KCU,UA,4,17,2,4,0,0,0,,,,0,,,,,, +obrieja01,1884,1,PH4,AA,36,138,25,39,6,1,1,,,,9,,,3,,, +obriejo01,1884,1,BLU,UA,18,77,7,19,1,1,0,,,,2,,,,,, +obrieto01,1884,1,BSU,UA,103,449,80,118,31,8,4,,,,12,,,,,, +odayha01,1884,1,TL1,AA,64,242,23,51,9,1,0,,,,10,,,1,,, +odonnjo01,1884,1,PHU,UA,1,4,0,1,0,0,0,,,,0,,,,,, +olearda01,1884,1,CNU,UA,32,132,14,34,0,2,1,,,,5,,,,,, +olinfr01,1884,1,WS7,AA,21,83,12,32,4,1,0,,,,7,,,0,,, +olinfr01,1884,2,WSU,UA,1,4,0,0,0,0,0,,,,0,,,,,, +olinfr01,1884,3,TL1,AA,26,86,16,22,0,1,1,,,,5,,,1,,, +oneilti01,1884,1,SL4,AA,78,297,49,82,13,11,3,54,,,12,,,2,,, +orourji01,1884,1,BFN,NL,108,467,119,162,33,7,5,63,,,35,17,,,,, +orrda01,1884,1,NY4,AA,110,458,82,162,32,13,9,112,,,5,,,1,,, +oxleyhe01,1884,1,NY1,NL,2,4,0,0,0,0,0,0,,,1,2,,,,, +oxleyhe01,1884,2,NY4,AA,1,3,0,0,0,0,0,,,,0,,,0,,, +pattige01,1884,1,PHU,UA,2,7,0,1,0,0,0,,,,0,,,,,, +peakel01,1884,1,BSU,UA,1,3,2,2,0,0,0,,,,1,,,,,, +peakel01,1884,2,PHU,UA,54,215,35,42,6,4,0,,,,7,,,,,, +peltzjo01,1884,1,IN2,AA,106,393,40,86,13,17,3,,,,7,,,2,,, +peoplji01,1884,1,CN2,AA,69,267,28,45,2,2,1,16,,,6,,,0,,, +peterjo01,1884,1,PT1,AA,1,4,0,0,0,0,0,,,,0,,,0,,, +pfefffr01,1884,1,CHN,NL,112,467,105,135,10,10,25,101,,,25,47,,,,, +pheladi01,1884,1,BLU,UA,101,402,63,99,13,3,3,,,,12,,,,,, +phillbi01,1884,1,CL2,NL,111,464,58,128,25,12,3,46,,,18,80,,,,, +phillma01,1884,1,IN2,AA,97,413,41,111,18,8,0,,,,5,,,1,,, +piercgr01,1884,1,NY4,AA,5,20,2,5,1,0,0,,,,0,,,0,,, +piercma01,1884,1,WSU,UA,2,7,0,1,0,0,0,,,,0,,,,,, +pinknge01,1884,1,CL2,NL,36,144,18,45,9,0,0,16,,,10,7,,,,, +poormto01,1884,1,TL1,AA,94,382,56,89,8,7,0,,,,10,,,1,,, +portehe01,1884,1,MLU,UA,11,40,3,11,3,0,0,,,,0,,,,,, +portema01,1884,1,KCU,UA,3,12,1,1,1,0,0,,,,0,,,,,, +powelab01,1884,1,WSU,UA,48,191,36,54,10,5,0,,,,3,,,,,, +powelji01,1884,1,RIC,AA,41,151,23,37,8,4,0,,,,7,,,4,,, +powelma01,1884,1,CNU,UA,43,185,46,59,4,2,1,,,,13,,,,,, +powerph01,1884,1,CN2,AA,35,133,10,18,1,0,0,8,,,5,,,0,,, +princwa01,1884,1,DTN,NL,7,21,0,3,0,0,0,1,,,3,4,,,,, +princwa01,1884,2,WS7,AA,43,166,22,36,3,2,1,,,,13,,,3,,, +princwa01,1884,3,WSU,UA,1,4,0,1,0,0,0,,,,0,,,,,, +purcebl01,1884,1,PHI,NL,103,428,67,108,11,7,1,31,,,29,30,,,,, +pylesh01,1884,1,PHI,NL,1,4,0,0,0,0,0,0,,,0,0,,,,, +questjo01,1884,1,SL4,AA,81,310,46,64,9,5,0,,,,19,,,2,,, +questjo01,1884,2,PT1,AA,12,43,2,9,3,0,0,,,,0,,,1,,, +quinnjo02,1884,1,SLU,UA,103,429,74,116,21,1,0,,,,9,,,,,, +quintma01,1884,1,RIC,AA,26,94,12,22,5,0,0,,,,0,,,1,,, +radboch01,1884,1,PRO,NL,87,361,48,83,7,1,1,37,,,26,42,,,,, +radfopa01,1884,1,PRO,NL,97,355,56,70,11,2,1,29,,,25,43,,,,, +recciph01,1884,1,LS2,AA,73,263,23,63,9,2,3,21,,,5,,,5,,, +reedeic01,1884,1,CN2,AA,3,14,0,2,0,0,0,,,,0,,,0,,, +reedeic01,1884,2,WSU,UA,3,12,0,2,0,0,0,,,,0,,,,,, +reidbi01,1884,1,PT1,AA,19,70,11,17,2,0,0,,,,4,,,1,,, +reillch01,1884,1,BSU,UA,3,11,1,0,0,0,0,,,,1,,,,,, +reilljo01,1884,1,CN2,AA,105,448,114,152,24,19,11,91,,,5,,,14,,, +reipsch01,1884,1,NY4,AA,59,233,21,56,13,2,0,,,,1,,,2,,, +reisich01,1884,1,IN2,AA,2,8,0,0,0,0,0,,,,1,,,0,,, +remseja01,1884,1,PHI,NL,12,43,9,9,2,0,0,3,,,6,9,,,,, +remseja01,1884,2,BR3,AA,81,301,45,67,6,6,3,,,,23,,,0,,, +richa01,1884,1,CHU,UA,1,4,0,0,0,0,0,,,,0,,,,,, +richada01,1884,1,NY1,NL,74,277,36,70,8,1,1,27,,,16,17,,,,, +richaha01,1884,1,BFN,NL,102,439,85,132,27,9,6,60,,,22,41,,,,, +richmjo01,1884,1,CL5,AA,105,398,57,100,13,7,3,,,,35,,,3,,, +ricklch01,1884,1,PHU,UA,6,25,5,5,2,0,0,,,,2,,,,,, +ringofr01,1884,1,PHI,NL,26,91,4,12,2,0,0,6,,,3,19,,,,, +ringofr01,1884,2,PH4,AA,2,6,0,0,0,0,0,,,,0,,,0,,, +robinch01,1884,1,IN2,AA,20,80,11,23,2,0,0,,,,3,,,0,,, +robinfr01,1884,1,CNU,UA,3,13,1,3,0,0,0,,,,0,,,,,, +robinya01,1884,1,BLU,UA,102,415,101,111,24,4,3,,,,37,,,,,, +rollibi01,1884,1,WSU,UA,1,3,0,0,0,0,0,,,,0,,,,,, +rosemch01,1884,1,NY4,AA,107,436,97,130,16,11,4,,,,21,,,6,,, +roweda01,1884,1,SLU,UA,109,485,95,142,32,11,4,,,,10,,,,,, +roweja01,1884,1,BFN,NL,93,400,85,126,14,14,4,61,,,23,14,,,,, +rowened01,1884,1,PH4,AA,4,15,4,6,1,0,0,1,,,1,,,1,,, +roxbuji01,1884,1,BL2,AA,2,4,1,2,0,0,0,,,,1,,,1,,, +ruddejo01,1884,1,BSU,UA,1,4,0,1,0,0,0,,,,0,,,,,, +ryanjo02,1884,1,BLU,UA,7,25,2,2,0,0,0,,,,2,,,,,, +ryanjo03,1884,1,WSU,UA,7,28,2,4,0,1,0,,,,1,,,,,, +ryanjo03,1884,2,WIL,UA,2,6,0,1,0,0,0,,,,1,,,,,, +ryderto01,1884,1,SLU,UA,8,28,4,7,1,0,0,,,,2,,,,,, +santred01,1884,1,DTN,NL,6,22,1,4,0,0,0,0,,,1,2,,,,, +sayji01,1884,1,WIL,UA,16,59,3,13,1,2,0,,,,1,,,,,, +sayji01,1884,2,KCU,UA,2,8,0,2,0,0,0,,,,0,,,,,, +saylo01,1884,1,BLU,UA,78,339,65,81,14,2,2,,,,11,,,,,, +saylo01,1884,2,KCU,UA,17,70,6,14,2,0,1,,,,2,,,,,, +scanlpa01,1884,1,BSU,UA,6,24,2,7,1,0,0,,,,0,,,,,, +schenbi01,1884,1,RIC,AA,42,151,14,31,4,0,3,,,,1,,,1,,, +schoeju01,1884,1,CHU,UA,90,366,56,116,22,2,2,,,,8,,,,,, +schoeju01,1884,2,BLU,UA,16,60,5,15,2,0,0,,,,0,,,,,, +schwabi01,1884,1,CNU,UA,29,106,14,25,4,0,1,,,,3,,,,,, +scott01,1884,1,BLU,UA,13,53,10,12,1,1,1,,,,2,,,,,, +scottmi01,1884,1,DTN,NL,110,438,29,108,17,5,3,50,,,9,62,,,,, +seeryem01,1884,1,BLU,UA,105,463,113,144,25,7,2,,,,20,,,,,, +seeryem01,1884,2,KCU,UA,1,4,2,2,1,0,0,,,,1,,,,,, +seradbi01,1884,1,BFN,NL,37,137,12,24,2,1,0,9,,,3,33,,,,, +sextoto01,1884,1,MLU,UA,12,47,9,11,2,0,0,,,,4,,,,,, +shafff01,1884,1,ALT,UA,6,19,1,3,0,0,0,,,,0,,,,,, +shaffor01,1884,1,SLU,UA,106,467,130,168,40,10,2,,,,30,,,,,, +shaffta01,1884,1,ALT,UA,13,55,10,18,2,0,0,,,,3,,,,,, +shaffta01,1884,2,KCU,UA,44,164,18,28,3,2,0,,,,15,,,,,, +shaffta01,1884,3,BLU,UA,3,13,1,1,0,0,0,,,,0,,,,,, +shallgu01,1884,1,CN2,AA,23,84,3,3,0,0,0,3,,,4,,,0,,, +shawdu01,1884,1,DTN,NL,36,136,16,26,4,1,1,8,,,4,21,,,,, +shawdu01,1884,2,BSU,UA,44,153,13,37,8,0,0,,,,5,,,,,, +shoupjo01,1884,1,WSU,UA,1,4,1,3,0,0,0,,,,0,,,,,, +siegejo01,1884,1,PHU,UA,8,31,4,7,2,0,0,,,,1,,,,,, +siffefr01,1884,1,PH4,AA,7,17,3,3,1,0,0,3,,,0,,,1,,, +sixsmed01,1884,1,PHI,NL,1,2,0,0,0,0,0,0,,,0,0,,,,, +skinnal01,1884,1,BLU,UA,1,3,0,1,0,0,0,,,,0,,,,,, +skinnal01,1884,2,CHU,UA,1,3,1,1,0,0,0,,,,0,,,,,, +sladear01,1884,1,BSU,UA,2,7,0,0,0,0,0,,,,0,,,,,, +slattmi01,1884,1,BSU,UA,106,413,60,86,6,2,0,,,,4,,,,,, +smith01,1884,1,BLU,UA,1,5,1,1,0,0,0,,,,0,,,,,, +smithbi02,1884,1,CL2,NL,1,3,0,0,0,0,0,0,,,0,2,,,,, +smithed01,1884,1,WS7,AA,14,57,5,5,0,1,0,,,,1,,,0,,, +smithed05,1884,1,BLU,UA,9,34,2,5,0,0,0,,,,2,,,,,, +smithfr01,1884,1,PT1,AA,10,36,3,9,0,1,0,,,,0,,,0,,, +smithge01,1884,1,ALT,UA,25,108,9,34,8,1,0,,,,1,,,,,, +smithge01,1884,2,CL2,NL,72,291,31,74,14,4,4,26,,,2,45,,,,, +smithph01,1884,1,PH4,AA,1,4,1,1,0,0,0,,,,0,,,0,,, +smithph01,1884,2,PT1,AA,1,4,0,0,0,0,0,,,,0,,,0,,, +smithpo01,1884,1,CL5,AA,108,445,78,106,18,10,6,,,,20,,,12,,, +sneedjo01,1884,1,IN2,AA,27,102,14,22,4,0,1,,,,6,,,0,,, +snydepo01,1884,1,CN2,AA,67,268,32,69,9,9,0,39,,,7,,,0,,, +snydere01,1884,1,WIL,UA,17,52,4,10,0,0,0,,,,1,,,,,, +sommejo01,1884,1,BL2,AA,107,479,96,129,11,10,4,,,,8,,,8,,, +stanljo01,1884,1,BLU,UA,6,21,3,5,1,0,0,,,,0,,,,,, +startjo01,1884,1,PRO,NL,93,381,80,105,10,5,2,32,,,35,25,,,,, +stearec01,1884,1,BL2,AA,100,396,61,94,12,3,3,,,,28,,,6,,, +stockle01,1884,1,LS2,AA,2,9,0,1,0,0,0,,,,0,,,0,,, +stoveha01,1884,1,PH4,AA,104,448,124,146,22,23,10,83,,,26,,,4,,, +straujo02,1884,1,KCU,UA,16,60,4,12,3,0,0,,,,1,,,,,, +striccu01,1884,1,PH4,AA,107,399,59,92,16,11,1,,,,19,,,1,,, +striege01,1884,1,SL4,AA,48,184,22,37,5,2,2,,,,13,,,0,,, +striege01,1884,2,KCU,UA,15,56,5,6,5,0,0,,,,4,,,,,, +striege01,1884,3,CHU,UA,15,53,6,11,5,0,0,,,,3,,,,,, +striege01,1884,4,CL2,NL,8,29,2,7,2,0,0,0,,,0,5,,,,, +struval01,1884,1,SL4,AA,2,7,2,2,0,0,0,,,,0,,,0,,, +suckto01,1884,1,CHU,UA,53,188,18,28,2,0,0,,,,13,,,,,, +suckto01,1884,2,BLU,UA,3,10,2,3,0,0,0,,,,0,,,,,, +sullida01,1884,1,LS2,AA,63,247,27,59,8,6,0,26,,,9,,,1,,, +sullifl01,1884,1,PT1,AA,54,189,14,29,2,1,0,,,,5,,,0,,, +sullipa01,1884,1,KCU,UA,31,114,15,22,3,1,0,,,,4,,,,,, +sullisl01,1884,1,SLU,UA,1,4,0,0,0,0,0,,,,0,,,,,, +sullite01,1884,1,KCU,UA,3,9,0,3,0,0,0,,,,1,,,,,, +sullito01,1884,1,CL5,AA,4,11,1,1,0,0,0,,,,1,,,0,,, +sulliwi01,1884,1,SLU,UA,1,5,0,1,0,0,0,,,,0,,,,,, +sundabi01,1884,1,CHN,NL,43,176,25,39,4,1,4,28,,,4,36,,,,, +sutclsy01,1884,1,CHN,NL,4,15,4,3,1,0,0,2,,,2,4,,,,, +suttoez01,1884,1,BSN,NL,110,468,102,162,28,7,3,61,,,29,22,,,,, +swanan01,1884,1,WS7,AA,5,21,3,3,1,0,0,,,,0,,,0,,, +swanan01,1884,2,RIC,AA,3,10,2,5,0,0,0,,,,0,,,0,,, +swarted01,1884,1,PT1,AA,102,399,74,115,19,6,0,,,,33,,,15,,, +sweenbi01,1884,1,BLU,UA,74,296,35,71,7,0,0,,,,9,,,,,, +sweench01,1884,1,PRO,NL,41,168,24,50,9,0,1,19,,,11,17,,,,, +sweench01,1884,2,SLU,UA,45,171,31,54,14,2,1,,,,10,,,,,, +sweenje01,1884,1,KCU,UA,31,129,16,34,3,0,0,,,,4,,,,,, +sweenro01,1884,1,BLU,UA,48,186,37,42,7,1,0,,,,15,,,,,, +sylvelo01,1884,1,CNU,UA,82,333,67,89,13,8,2,,,,18,,,,,, +taylobi01,1884,1,SLU,UA,43,186,44,68,23,1,3,,,,7,,,,,, +taylobi01,1884,2,PH4,AA,30,111,8,28,6,2,0,,,,2,,,1,,, +tayloli01,1884,1,PT1,AA,41,152,22,32,4,1,0,,,,6,,,3,,, +tennefr01,1884,1,WSU,UA,1,3,0,0,0,0,0,,,,0,,,,,, +tennefr01,1884,2,BSU,UA,4,17,1,2,0,0,0,,,,0,,,,,, +tennefr01,1884,3,WIL,UA,1,3,0,0,0,0,0,,,,0,,,,,, +terryad01,1884,1,BR3,AA,67,236,15,55,10,3,0,,,,8,,,0,,, +thomptu01,1884,1,IN2,AA,24,97,10,20,3,0,0,,,,2,,,0,,, +tiernbi01,1884,1,BLU,UA,1,3,0,1,0,0,0,,,,1,,,,,, +tillejo01,1884,1,TL1,AA,17,56,5,10,2,0,0,,,,4,,,1,,, +tillejo01,1884,2,SPU,UA,9,26,2,4,1,0,0,,,,3,,,,,, +tinneth01,1884,1,WSU,UA,32,119,17,28,3,1,0,,,,6,,,,,, +traffbi01,1884,1,BL2,AA,53,210,25,37,4,6,0,,,,3,,,1,,, +trayji01,1884,1,IN2,AA,6,21,2,6,0,0,0,,,,2,,,0,,, +trottsa01,1884,1,BL2,AA,71,284,36,73,17,9,3,,,,4,,,2,,, +troyda01,1884,1,NY4,AA,107,421,80,111,22,10,2,,,,19,,,3,,, +trumbed01,1884,1,WS7,AA,25,86,5,10,2,0,0,,,,2,,,0,,, +turbije01,1884,1,KCU,UA,13,49,5,11,4,0,0,,,,3,,,,,, +vadebge01,1884,1,PHI,NL,4,14,1,3,0,0,0,3,,,1,2,,,,, +veachpe01,1884,1,KCU,UA,27,82,9,11,1,0,1,,,,9,,,,,, +vintobi01,1884,1,PHI,NL,21,78,9,9,1,0,0,4,,,3,21,,,,, +vossal01,1884,1,WSU,UA,63,245,33,47,9,0,0,,,,5,,,,,, +vossal01,1884,2,KCU,UA,14,45,1,4,0,0,0,,,,0,,,,,, +walkefl01,1884,1,TL1,AA,42,152,23,40,2,3,0,,,,8,,,6,,, +walkeos01,1884,1,BR3,AA,95,382,59,103,12,8,2,,,,9,,,3,,, +walkewa01,1884,1,DTN,NL,1,4,1,1,0,0,0,0,,,0,0,,,,, +walkewe01,1884,1,TL1,AA,5,18,1,4,1,0,0,2,,,0,,,0,,, +wardjo01,1884,1,NY1,NL,113,482,98,122,11,8,2,51,,,28,47,,,,, +wardjo02,1884,1,WSU,UA,1,4,0,1,0,0,0,,,,0,,,,,, +warnefr01,1884,1,BR3,AA,84,352,40,78,4,0,1,,,,17,,,1,,, +watkibi01,1884,1,IN2,AA,35,127,16,26,4,0,0,,,,5,,,1,,, +weavesa01,1884,1,PHU,UA,20,84,11,18,2,0,0,,,,2,,,,,, +weberha01,1884,1,IN2,AA,3,8,0,0,0,0,0,,,,0,,,1,,, +weberjo01,1884,1,DTN,NL,2,8,0,0,0,0,0,0,,,0,2,,,,, +weihepo01,1884,1,IN2,AA,63,256,29,65,13,2,4,,,,9,,,0,,, +welchcu01,1884,1,TL1,AA,109,425,61,95,24,5,0,,,,10,,,4,,, +welchmi01,1884,1,NY1,NL,71,249,47,60,14,3,3,29,,,16,49,,,,, +werdepe01,1884,1,SLU,UA,18,76,7,18,2,0,0,,,,2,,,,,, +werrijo01,1884,1,SPU,UA,9,27,3,2,0,0,0,,,,1,,,,,, +westbu01,1884,1,CN2,AA,33,131,20,32,2,8,1,15,,,2,,,0,,, +wheelha01,1884,1,SL4,AA,5,19,0,5,2,0,0,,,,1,,,0,,, +wheelha01,1884,2,KCU,UA,14,62,11,16,1,0,0,,,,3,,,,,, +wheelha01,1884,3,CHU,UA,37,158,29,36,5,3,1,,,,4,,,,,, +wheelha01,1884,4,BLU,UA,17,69,3,18,2,0,0,,,,0,,,,,, +whitebi02,1884,1,PT1,AA,74,291,25,66,7,10,0,,,,13,,,1,,, +whitede01,1884,1,BFN,NL,110,452,82,147,16,11,5,74,,,32,13,,,,, +whitegu01,1884,1,CL2,NL,8,34,4,5,0,0,0,0,,,1,8,,,,, +whitemi01,1884,1,SLU,UA,99,393,61,83,15,1,1,,,,8,,,,,, +whitemi01,1884,2,KCU,UA,5,22,2,3,0,0,0,,,,0,,,,,, +whitewa01,1884,1,WSU,UA,4,18,2,1,0,0,0,,,,0,,,,,, +whitewi01,1884,1,CN2,AA,52,184,28,35,1,2,1,11,,,10,,,1,,, +whitied01,1884,1,LS2,AA,42,157,16,35,7,3,0,18,,,9,,,2,,, +whitnar01,1884,1,PT1,AA,23,94,10,28,4,0,0,,,,1,,,0,,, +whitnji01,1884,1,BSN,NL,66,270,41,70,17,5,3,40,,,16,38,,,,, +wiedmst01,1884,1,DTN,NL,81,300,24,49,6,0,0,26,,,13,41,,,,, +wiley01,1884,1,WSU,UA,1,4,0,0,0,0,0,,,,0,,,,,, +willine01,1884,1,CHN,NL,107,417,84,116,18,8,27,84,,,42,56,,,,, +williwa01,1884,1,RIC,AA,2,8,0,2,0,0,0,,,,0,,,0,,, +wills01,1884,1,WS7,AA,4,15,1,2,2,0,0,,,,0,,,0,,, +wills01,1884,2,KCU,UA,5,21,2,3,1,0,0,,,,0,,,,,, +wilsotu01,1884,1,BR3,AA,24,82,13,19,4,0,0,,,,5,,,0,,, +wisebi01,1884,1,WSU,UA,85,339,51,79,17,1,2,,,,12,,,,,, +wisesa01,1884,1,BSN,NL,114,426,60,91,15,9,4,41,,,25,104,,,,, +wolfji01,1884,1,LS2,AA,110,486,79,146,24,11,3,73,,,4,,,3,,, +woodfr01,1884,1,DTN,NL,12,42,4,2,0,0,0,1,,,3,18,,,,, +woodge01,1884,1,DTN,NL,114,473,79,119,16,10,8,29,,,39,75,,,,, +woulfji01,1884,1,CN2,AA,8,34,3,5,0,1,0,2,,,1,,,0,,, +woulfji01,1884,2,PT1,AA,15,53,7,6,1,0,0,1,,,0,,,0,,, +wymanfr01,1884,1,KCU,UA,30,124,16,27,4,0,0,,,,3,,,,,, +wymanfr01,1884,2,CHU,UA,2,8,1,3,0,0,0,,,,0,,,,,, +yeweled01,1884,1,WS7,AA,27,93,14,23,3,1,0,,,,1,,,1,,, +yeweled01,1884,2,WSU,UA,1,4,0,0,0,0,0,,,,0,,,,,, +yorkto01,1884,1,BL2,AA,83,314,64,70,14,7,1,,,,34,,,10,,, +zimmech01,1884,1,DTN,NL,8,29,0,2,1,0,0,0,,,1,14,,,,, +alvorbi01,1885,1,SL5,NL,2,5,0,0,0,0,0,0,,,1,2,,,,, +andreed01,1885,1,PHI,NL,103,421,77,112,15,3,0,23,,,32,25,,,,, +andruwi01,1885,1,PRO,NL,1,4,0,0,0,0,0,0,,,0,1,,,,, +ansonca01,1885,1,CHN,NL,112,464,100,144,35,7,7,108,,,34,13,,,,, +bakerge01,1885,1,SL5,NL,38,131,5,16,0,0,0,5,,,9,28,,,,, +bakerno01,1885,1,LS2,AA,25,87,15,18,2,0,0,5,,,2,,,1,,, +baldwki01,1885,1,CN2,AA,34,126,9,17,1,0,1,8,,,3,,,0,,, +baldwla01,1885,1,DTN,NL,31,124,12,30,6,3,0,18,,,6,22,,,,, +barklsa01,1885,1,SL4,AA,106,418,67,112,18,10,3,53,,,25,,,2,,, +bassech01,1885,1,PRO,NL,82,285,21,41,8,2,0,16,,,19,60,,,,, +bastich01,1885,1,PHI,NL,103,389,63,65,11,5,4,29,,,35,82,,,,, +becanbu01,1885,1,NY4,AA,10,33,3,10,0,0,0,2,,,1,,,1,,, +begleed01,1885,1,NY4,AA,15,52,5,9,1,0,1,3,,,1,,,0,,, +bellfr01,1885,1,BR3,AA,10,29,5,5,0,1,0,2,,,0,,,1,,, +bennech01,1885,1,DTN,NL,91,349,49,94,24,13,5,60,,,47,37,,,,, +boylehe01,1885,1,SL5,NL,72,258,24,52,9,1,1,21,,,13,38,,,,, +bradyst01,1885,1,NY4,AA,108,434,60,128,14,5,3,58,,,25,,,6,,, +brennji01,1885,1,SL5,NL,3,10,0,1,0,0,0,1,,,1,1,,,,, +briodfa01,1885,1,SL5,NL,62,215,14,42,9,0,1,17,,,12,23,,,,, +brougca01,1885,1,SL4,AA,4,17,1,1,0,0,0,1,,,0,,,0,,, +brougca01,1885,2,NY4,AA,11,41,1,6,1,0,0,1,,,1,,,0,,, +broutda01,1885,1,BFN,NL,98,407,87,146,32,11,7,59,,,34,10,,,,, +brownjo01,1885,1,BL2,AA,5,19,2,3,0,0,0,0,,,0,,,0,,, +brownpe01,1885,1,LS2,AA,112,481,98,174,34,10,9,73,,,25,,,0,,, +brownto01,1885,1,PT1,AA,108,437,81,134,16,12,4,68,,,34,,,7,,, +bryange01,1885,1,DTN,NL,1,4,0,0,0,0,0,1,,,0,2,,,,, +buffich01,1885,1,BSN,NL,82,338,26,81,12,3,1,33,,,3,26,,,,, +burdoja01,1885,1,BSN,NL,45,169,18,24,5,0,0,7,,,8,18,,,,, +burnsdi01,1885,1,SL5,NL,14,54,2,12,2,1,0,4,,,3,8,,,,, +burnsoy01,1885,1,BL2,AA,78,321,47,74,11,6,5,37,,,16,,,6,,, +burnsto01,1885,1,CHN,NL,111,445,82,121,23,9,7,71,,,16,48,,,,, +bushodo01,1885,1,SL4,AA,85,300,42,80,13,5,0,21,,,11,,,2,,, +carpehi01,1885,1,CN2,AA,112,473,89,131,12,8,2,61,,,9,,,3,,, +carrocl01,1885,1,PRO,NL,104,426,62,99,12,3,1,40,,,29,29,,,,, +carrofr01,1885,1,PT1,AA,71,280,45,75,13,8,0,30,,,7,,,5,,, +carrosc01,1885,1,BFN,NL,13,40,1,3,0,0,0,1,,,2,8,,,,, +carutbo01,1885,1,SL4,AA,60,222,37,50,10,2,1,12,,,20,,,0,,, +caseyda01,1885,1,DTN,NL,12,43,3,5,0,1,0,1,,,1,11,,,,, +caseyde01,1885,1,BL2,AA,63,264,50,76,10,5,3,29,,,21,,,3,,, +caskied01,1885,1,SL5,NL,71,262,31,47,3,0,0,12,,,12,22,,,,, +cassijo01,1885,1,BR3,AA,54,221,36,47,6,2,1,28,,,8,,,3,,, +clarkjo01,1885,1,CHN,NL,72,283,34,61,11,5,4,32,,,3,44,,,,, +clemeja01,1885,1,PHI,NL,52,188,14,36,11,3,1,14,,,2,30,,,,, +clinemo01,1885,1,LS2,AA,2,9,0,2,1,0,0,2,,,0,,,0,,, +clintji01,1885,1,CN2,AA,105,408,48,97,5,5,0,34,,,15,,,7,,, +colemjo01,1885,1,PH4,AA,96,398,71,119,15,11,3,70,,,25,,,3,,, +collich01,1885,1,DTN,NL,14,55,8,10,0,2,0,6,,,0,11,,,,, +collvbi01,1885,1,BSN,NL,1,4,0,0,0,0,0,0,,,0,1,,,,, +comisch01,1885,1,SL4,AA,83,340,68,87,15,7,2,44,,,14,,,4,,, +connojo02,1885,1,BFN,NL,1,3,0,0,0,0,0,0,,,0,1,,,,, +connojo02,1885,2,LS2,AA,4,14,0,2,0,0,0,1,,,0,,,0,,, +connoro01,1885,1,NY1,NL,110,455,102,169,23,15,1,65,,,51,8,,,,, +conwaji01,1885,1,PH4,AA,2,6,2,0,0,0,0,0,,,1,,,1,,, +conwape01,1885,1,BFN,NL,29,90,7,10,5,0,1,7,,,5,28,,,,, +corcola01,1885,1,CHN,NL,7,22,6,6,1,0,0,4,,,6,1,,,,, +corcola01,1885,2,NY1,NL,3,14,3,5,0,0,0,2,,,0,1,,,,, +coreyfr01,1885,1,PH4,AA,94,384,61,94,14,8,1,38,,,17,,,3,,, +corkhpo01,1885,1,CN2,AA,112,440,64,111,10,8,1,53,,,7,,,7,,, +craneed01,1885,1,PRO,NL,1,2,0,0,0,0,0,0,,,1,1,,,,, +craneed01,1885,2,BFN,NL,13,51,5,14,0,1,2,9,,,3,8,,,,, +cranesa01,1885,1,DTN,NL,68,245,23,47,4,6,1,20,,,13,45,,,,, +crossam01,1885,1,LS2,AA,35,130,11,37,2,1,0,14,,,0,,,1,,, +crothdo01,1885,1,NY4,AA,18,51,11,8,0,0,0,0,,,8,,,1,,, +crottjo01,1885,1,LS2,AA,39,129,14,20,2,0,0,7,,,3,,,3,,, +crowlbi01,1885,1,BFN,NL,92,344,29,83,14,1,1,36,,,21,32,,,,, +cushmed01,1885,1,PH4,AA,10,37,5,7,1,0,0,2,,,1,,,0,,, +cushmed01,1885,2,NY4,AA,22,69,5,10,1,0,0,3,,,9,,,0,,, +cusicto01,1885,1,PHI,NL,39,141,12,25,1,0,0,5,,,1,24,,,,, +dailyco01,1885,1,PRO,NL,60,223,20,58,6,1,0,19,,,12,20,,,,, +dailyed01,1885,1,PHI,NL,50,184,22,38,8,2,1,13,,,0,25,,,,, +dailyhu01,1885,1,SL5,NL,11,35,1,3,0,0,0,1,,,2,10,,,,, +dalryab01,1885,1,CHN,NL,113,492,109,135,27,12,11,61,,,46,42,,,,, +davisda01,1885,1,BSN,NL,11,37,4,7,2,0,0,3,,,1,11,,,,, +dealypa01,1885,1,BSN,NL,35,130,18,29,4,1,1,9,,,2,14,,,,, +deaslpa01,1885,1,NY1,NL,54,207,22,53,5,1,0,24,,,9,20,,,,, +dennyje01,1885,1,PRO,NL,83,318,40,71,14,4,3,24,,,12,53,,,,, +derbyge02,1885,1,BL2,AA,10,31,4,4,0,0,0,2,,,1,,,1,,, +dickebu01,1885,1,BFN,NL,5,21,1,1,1,0,0,0,,,1,4,,,,, +dolanto01,1885,1,SL5,NL,3,9,1,2,0,0,0,0,,,2,1,,,,, +donneji01,1885,1,DTN,NL,56,211,24,49,4,3,1,22,,,10,29,,,,, +dorgaje01,1885,1,DTN,NL,39,161,23,46,6,2,0,24,,,8,10,,,,, +dorgami01,1885,1,NY1,NL,89,347,60,113,17,8,0,46,,,11,24,,,,, +driscde02,1885,1,BFN,NL,7,19,2,3,0,0,0,0,,,2,5,,,,, +drissmi01,1885,1,SL4,AA,6,20,0,1,0,0,0,0,,,0,,,0,,, +dunlafr01,1885,1,SL5,NL,106,423,70,114,11,5,2,25,,,41,24,,,,, +edench01,1885,1,PT1,AA,98,405,57,103,18,6,0,38,,,17,,,8,,, +eggleda01,1885,1,BFN,NL,6,24,0,2,0,0,0,0,,,2,4,,,,, +emslibo01,1885,1,BL2,AA,13,51,6,12,1,1,0,4,,,0,,,0,,, +emslibo01,1885,2,PH4,AA,4,12,1,1,0,0,0,0,,,0,,,0,,, +esterdu01,1885,1,NY1,NL,88,359,48,92,14,5,2,44,,,4,28,,,,, +evansja01,1885,1,BL2,AA,20,77,18,17,1,1,0,7,,,7,,,4,,, +ewingbu01,1885,1,NY1,NL,81,342,81,104,15,12,6,63,,,13,17,,,,, +farrasi01,1885,1,PHI,NL,111,420,49,103,20,3,3,36,,,28,34,,,,, +farreja02,1885,1,PRO,NL,68,257,27,53,7,1,1,19,,,10,25,,,,, +fennefr01,1885,1,CN2,AA,112,454,82,124,14,17,10,89,,,38,,,3,,, +ferguch01,1885,1,PHI,NL,61,235,42,72,8,3,1,27,,,23,18,,,,, +fieldji01,1885,1,PT1,AA,56,209,28,50,9,1,1,15,,,13,,,7,,, +fieldji01,1885,2,BL2,AA,38,144,16,30,3,2,0,10,,,13,,,1,,, +fishe01,1885,1,BFN,NL,1,4,0,0,0,0,0,0,,,0,0,,,,, +flintsi01,1885,1,CHN,NL,68,249,27,52,8,2,1,17,,,2,52,,,,, +fogarji01,1885,1,PHI,NL,111,427,49,99,13,3,0,39,,,30,37,,,,, +fogarjo01,1885,1,SL5,NL,2,8,1,1,0,0,0,0,,,0,1,,,,, +foleyjo01,1885,1,PRO,NL,1,2,0,0,0,0,0,0,,,1,0,,,,, +forceda01,1885,1,BFN,NL,71,253,20,57,6,1,0,15,,,13,19,,,,, +foremfr01,1885,1,BL2,AA,3,14,4,4,0,1,0,2,,,0,,,0,,, +forstto01,1885,1,NY4,AA,57,213,28,47,7,2,0,18,,,17,,,1,,, +foutzda01,1885,1,SL4,AA,65,238,42,59,6,4,0,34,,,11,,,0,,, +fusseed01,1885,1,PH4,AA,5,19,2,6,1,0,0,2,,,0,,,0,,, +galvipu01,1885,1,BFN,NL,33,122,14,23,4,2,1,10,,,1,27,,,,, +galvipu01,1885,2,PT1,AA,11,38,2,4,0,0,0,2,,,0,,,0,,, +ganzech01,1885,1,PHI,NL,34,125,15,21,3,1,0,6,,,4,13,,,,, +gardngi01,1885,1,BL2,AA,44,170,22,37,5,4,0,17,,,12,,,0,,, +gastfed01,1885,1,DTN,NL,1,3,0,0,0,0,0,0,,,0,2,,,,, +gastfed01,1885,2,CHN,NL,1,3,0,0,0,0,0,0,,,0,1,,,,, +geerbi01,1885,1,LS2,AA,14,51,2,6,2,0,0,3,,,2,,,1,,, +gerhajo01,1885,1,NY1,NL,112,399,43,62,12,2,0,33,,,24,47,,,,, +getzich01,1885,1,DTN,NL,40,137,9,29,3,0,0,16,,,4,27,,,,, +gillepe01,1885,1,NY1,NL,102,420,67,123,17,6,0,52,,,15,32,,,,, +gilliba01,1885,1,PRO,NL,71,252,23,54,7,3,0,12,,,23,33,,,,, +glassja01,1885,1,SL5,NL,111,446,66,125,18,3,1,40,,,29,10,,,,, +gleasbi01,1885,1,SL4,AA,112,472,79,119,9,5,3,53,,,29,,,15,,, +gleasja01,1885,1,SL5,NL,2,7,0,1,0,0,0,0,,,0,1,,,,, +gorege01,1885,1,CHN,NL,109,441,115,138,21,13,5,57,,,68,25,,,,, +greered01,1885,1,BL2,AA,56,211,32,42,7,0,0,21,,,8,,,2,,, +gunnito01,1885,1,BSN,NL,48,174,17,32,3,0,0,15,,,5,29,,,,, +hackeme01,1885,1,BSN,NL,34,115,9,21,7,1,0,4,,,2,28,,,,, +hackewa01,1885,1,BSN,NL,35,125,8,23,3,0,0,9,,,3,22,,,,, +hallsch01,1885,1,PRO,NL,1,4,1,0,0,0,0,0,,,0,2,,,,, +halpiji01,1885,1,DTN,NL,15,54,3,7,2,0,0,1,,,1,12,,,,, +hankifr01,1885,1,NY4,AA,94,362,43,81,12,2,2,44,,,12,,,1,,, +hanlone01,1885,1,DTN,NL,105,424,93,128,18,8,1,29,,,47,18,,,,, +harkijo01,1885,1,BR3,AA,43,159,20,42,4,2,1,15,,,9,,,0,,, +hatfigi01,1885,1,BFN,NL,11,30,1,4,0,1,0,0,,,0,11,,,,, +hayesja01,1885,1,BR3,AA,42,137,10,18,3,0,0,10,,,5,,,3,,, +healyjo01,1885,1,SL5,NL,8,24,0,1,0,0,0,0,,,0,12,,,,, +heckegu01,1885,1,LS2,AA,70,297,48,81,9,2,2,35,,,5,,,1,,, +hendeha01,1885,1,BL2,AA,61,229,23,51,5,2,1,21,,,12,,,1,,, +henglmo01,1885,1,BFN,NL,7,26,2,4,0,0,0,0,,,1,2,,,,, +henryjo01,1885,1,BL2,AA,10,34,4,9,3,0,0,3,,,1,,,0,,, +hilanjo01,1885,1,PHI,NL,3,9,0,0,0,0,0,0,,,0,4,,,,, +hinesmi01,1885,1,BSN,NL,14,56,11,13,4,0,0,4,,,4,5,,,,, +hinesmi01,1885,2,BR3,AA,3,13,1,1,0,1,0,1,,,0,,,0,,, +hinesmi01,1885,3,PRO,NL,1,3,0,0,0,0,0,0,,,0,2,,,,, +hinespa01,1885,1,PRO,NL,98,411,63,111,20,4,1,35,,,19,18,,,,, +hoffojo01,1885,1,PT1,AA,3,8,1,1,0,0,0,0,,,0,,,0,,, +holbebi01,1885,1,NY4,AA,56,202,13,35,3,0,0,13,,,8,,,0,,, +hornujo01,1885,1,BSN,NL,25,109,14,22,4,1,1,7,,,1,20,,,,, +hotalpe01,1885,1,BR3,AA,94,370,73,95,9,5,1,34,,,49,,,4,,, +houcksa01,1885,1,PH4,AA,93,388,74,99,10,9,0,54,,,10,,,7,,, +hughebi01,1885,1,PH4,AA,4,16,3,3,1,1,0,1,,,1,,,1,,, +irwinar01,1885,1,PRO,NL,59,218,16,39,2,1,0,14,,,14,29,,,,, +jacobha01,1885,1,BL2,AA,11,43,4,6,2,0,0,1,,,2,,,0,,, +johnsdi01,1885,1,BSN,NL,26,111,17,26,6,3,1,23,,,0,15,,,,, +jones03,1885,1,NY4,AA,1,4,0,1,0,0,0,0,,,0,,,0,,, +jonesch01,1885,1,CN2,AA,112,487,108,157,19,17,5,35,,,21,,,9,,, +keefeti01,1885,1,NY1,NL,47,166,20,27,1,5,0,12,,,13,22,,,,, +keenaji01,1885,1,CN2,AA,36,132,16,35,2,2,1,15,,,8,,,0,,, +kellona01,1885,1,DTN,NL,5,17,4,2,1,0,0,0,,,1,5,,,,, +kellyki01,1885,1,CHN,NL,107,438,124,126,24,7,9,75,,,46,24,,,,, +kemmlru01,1885,1,PT1,AA,18,64,2,13,2,1,0,5,,,2,,,1,,, +kenneed01,1885,1,NY4,AA,96,349,35,71,8,4,2,21,,,12,,,4,,, +kennete01,1885,1,CHN,NL,9,36,3,3,0,0,0,1,,,0,10,,,,, +kerinjo01,1885,1,LS2,AA,112,456,65,111,9,16,3,51,,,20,,,4,,, +kimbesa01,1885,1,PRO,NL,1,3,0,0,0,0,0,0,,,0,2,,,,, +kirbyjo01,1885,1,SL5,NL,14,50,2,3,0,0,0,0,,,1,17,,,,, +knighlo01,1885,1,PH4,AA,29,119,17,25,1,1,0,14,,,9,,,1,,, +knighlo01,1885,2,PRO,NL,25,81,8,13,1,0,0,8,,,11,17,,,,, +knoufed01,1885,1,PH4,AA,14,48,5,9,0,0,0,2,,,2,,,0,,, +krehmch01,1885,1,LS2,AA,7,31,4,7,1,1,0,5,,,1,,,0,,, +krehmch01,1885,2,SL5,NL,1,3,0,0,0,0,0,0,,,0,2,,,,, +kriegbi01,1885,1,BR3,AA,17,60,7,9,4,0,1,5,,,2,,,0,,, +kriegbi01,1885,2,CHN,NL,1,3,0,0,0,0,0,0,,,0,2,,,,, +kuehnbi01,1885,1,PT1,AA,104,411,54,93,9,19,0,43,,,15,,,2,,, +larkihe01,1885,1,PH4,AA,108,453,114,149,37,14,8,88,,,26,,,6,,, +lathaar01,1885,1,SL4,AA,110,485,84,100,15,3,1,35,,,18,,,5,,, +levisch01,1885,1,BL2,AA,1,4,2,1,0,0,0,0,,,0,,,1,,, +lewisfr01,1885,1,SL5,NL,45,181,12,53,9,0,1,27,,,9,10,,,,, +lilliji01,1885,1,BFN,NL,112,430,49,107,13,3,2,30,,,6,39,,,,, +lovetto01,1885,1,PH4,AA,16,58,9,13,0,1,0,3,,,3,,,0,,, +lynchja01,1885,1,NY4,AA,44,153,16,30,5,1,0,10,,,11,,,0,,, +lynchto01,1885,1,PHI,NL,13,53,7,10,3,0,0,1,,,10,3,,,,, +lyonsde01,1885,1,PRO,NL,4,16,3,2,1,0,0,1,,,0,3,,,,, +mackre01,1885,1,LS2,AA,11,41,7,10,1,0,0,5,,,2,,,1,,, +maculji01,1885,1,BL2,AA,100,320,52,61,7,6,3,26,,,49,,,4,,, +mannfr01,1885,1,PT1,AA,99,391,60,99,17,6,0,41,,,31,,,6,,, +mannija01,1885,1,PHI,NL,107,445,61,114,24,4,3,40,,,37,27,,,,, +manniji01,1885,1,BSN,NL,84,306,34,63,8,9,2,27,,,19,36,,,,, +manniji01,1885,2,DTN,NL,20,78,15,21,4,0,1,9,,,4,10,,,,, +manniti01,1885,1,BL2,AA,43,157,17,32,8,1,0,16,,,10,,,3,,, +manniti01,1885,2,PRO,NL,10,35,3,2,1,0,0,0,,,1,11,,,,, +mappege01,1885,1,BL2,AA,6,19,2,4,0,1,0,0,,,1,,,0,,, +maskrle01,1885,1,LS2,AA,109,423,54,97,8,11,1,46,,,19,,,4,,, +mathebo01,1885,1,PH4,AA,48,179,22,30,3,0,0,12,,,10,,,0,,, +maysal01,1885,1,LS2,AA,17,61,8,13,1,1,0,4,,,2,,,0,,, +mccaf01,1885,1,CN2,AA,1,5,0,0,0,0,0,0,,,0,,,0,,, +mccarto01,1885,1,BSN,NL,40,148,16,27,2,0,0,11,,,5,25,,,,, +mccauji01,1885,1,BFN,NL,24,84,4,15,2,1,0,7,,,11,12,,,,, +mccauji01,1885,2,CHN,NL,3,6,1,1,0,0,0,0,,,2,3,,,,, +mcclebi01,1885,1,BR3,AA,112,464,85,124,22,7,0,46,,,28,,,6,,, +mccorji01,1885,1,PRO,NL,4,14,2,3,1,0,0,0,,,1,0,,,,, +mccorji01,1885,2,CHN,NL,25,103,13,23,1,4,0,16,,,1,18,,,,, +mcdersa01,1885,1,BL2,AA,1,0,0,0,0,0,0,0,,,0,,,0,,, +mcdonji01,1885,1,BFN,NL,5,14,0,0,0,0,0,0,,,0,4,,,,, +mcginju01,1885,1,SL4,AA,13,50,3,11,0,0,1,7,,,1,,,0,,, +mcguide01,1885,1,DTN,NL,34,121,11,23,4,2,0,9,,,5,23,,,,, +mckeola01,1885,1,CN2,AA,33,121,14,20,3,1,0,8,,,0,,,0,,, +mckinal01,1885,1,SL5,NL,100,411,42,121,21,6,1,44,,,8,31,,,,, +mclauto01,1885,1,LS2,AA,112,411,49,87,13,9,2,41,,,15,,,3,,, +mcphebi01,1885,1,CN2,AA,110,431,78,114,12,4,0,46,,,19,,,7,,, +mcquemo01,1885,1,DTN,NL,70,278,34,76,15,4,3,30,,,8,29,,,,, +mcsortr01,1885,1,SL5,NL,2,6,2,3,1,0,0,1,,,2,1,,,,, +mctamji01,1885,1,BR3,AA,35,131,21,36,7,2,1,13,,,9,,,0,,, +mcveyge01,1885,1,BR3,AA,6,21,2,3,0,0,0,1,,,2,,,0,,, +meegape01,1885,1,PT1,AA,19,67,3,13,1,0,0,3,,,3,,,0,,, +meinkfr01,1885,1,DTN,NL,1,3,0,0,0,0,0,0,,,0,1,,,,, +milledo01,1885,1,PT1,AA,42,166,19,27,3,1,0,13,,,4,,,0,,, +millejo02,1885,1,LS2,AA,98,339,44,62,9,5,0,24,,,28,,,2,,, +millijo01,1885,1,PH4,AA,67,265,35,71,15,4,2,39,,,7,,,1,,, +mooreje01,1885,1,DTN,NL,6,23,2,4,1,0,0,0,,,1,3,,,,, +moriage01,1885,1,DTN,NL,11,39,1,1,1,0,0,0,,,0,10,,,,, +morried01,1885,1,PT1,AA,64,237,19,44,3,3,0,14,,,5,,,0,,, +morrijo01,1885,1,BSN,NL,111,394,74,89,20,7,4,44,,,64,78,,,,, +mortoch01,1885,1,DTN,NL,22,79,9,14,1,2,0,3,,,5,10,,,,, +mountbi01,1885,1,CN2,AA,17,60,7,10,0,0,0,2,,,8,,,3,,, +mountbi01,1885,2,BL2,AA,7,18,5,1,0,0,0,0,,,7,,,0,,, +mountfr01,1885,1,PT1,AA,5,20,1,2,0,1,0,1,,,1,,,0,,, +muldomi01,1885,1,BL2,AA,102,410,47,103,20,6,2,52,,,20,,,4,,, +mulvejo01,1885,1,PHI,NL,107,443,74,119,25,6,6,64,,,3,18,,,,, +murrami01,1885,1,LS2,AA,12,43,4,8,0,0,0,3,,,2,,,1,,, +myersal01,1885,1,PHI,NL,93,357,25,73,13,2,1,28,,,11,41,,,,, +myersge01,1885,1,BFN,NL,89,326,40,67,7,2,0,19,,,23,40,,,,, +nashbi01,1885,1,BSN,NL,26,94,9,24,4,0,0,11,,,2,9,,,,, +navasa01,1885,1,BL2,AA,8,27,2,5,1,0,0,4,,,1,,,0,,, +nelsoca01,1885,1,NY4,AA,107,420,98,107,12,4,1,30,,,61,,,3,,, +nicolhu01,1885,1,SL4,AA,112,425,59,88,11,1,0,45,,,34,,,3,,, +nolanth01,1885,1,PHI,NL,7,26,1,2,1,0,0,1,,,3,8,,,,, +obrieja01,1885,1,PH4,AA,62,225,35,60,9,1,2,30,,,20,,,5,,, +obrieto01,1885,1,BL2,AA,8,33,4,7,3,0,0,5,,,2,,,0,,, +odayha01,1885,1,PT1,AA,13,49,7,12,2,1,0,3,,,1,,,0,,, +oldfida01,1885,1,BR3,AA,10,25,2,8,1,0,0,2,,,3,,,1,,, +olinfr01,1885,1,DTN,NL,1,4,1,2,0,0,0,0,,,0,0,,,,, +oneilti01,1885,1,SL4,AA,52,206,44,72,7,4,3,38,,,13,,,4,,, +orourji01,1885,1,NY1,NL,112,477,119,143,21,16,5,42,,,40,21,,,,, +orrda01,1885,1,NY4,AA,107,444,76,152,29,21,6,77,,,8,,,3,,, +palme01,1885,1,SL5,NL,4,11,1,1,0,0,0,1,,,3,7,,,,, +pechige01,1885,1,CN2,AA,11,40,3,6,1,1,0,1,,,0,,,0,,, +peoplji01,1885,1,CN2,AA,7,22,1,4,0,0,0,1,,,1,,,0,,, +peoplji01,1885,2,BR3,AA,41,151,21,30,4,1,1,15,,,5,,,1,,, +pfefffr01,1885,1,CHN,NL,112,469,90,113,12,7,5,73,,,26,47,,,,, +pheladi01,1885,1,BFN,NL,4,16,2,2,0,0,1,3,,,0,3,,,,, +pheladi01,1885,2,SL5,NL,2,4,1,1,1,0,0,1,,,0,2,,,,, +phillbi01,1885,1,BR3,AA,99,391,65,118,16,11,3,63,,,27,,,11,,, +phillma01,1885,1,DTN,NL,33,139,13,29,5,0,0,17,,,0,13,,,,, +phillma01,1885,2,PT1,AA,4,15,1,4,0,0,0,2,,,2,,,0,,, +piersdi01,1885,1,NY4,AA,3,9,1,1,0,0,0,0,,,2,,,0,,, +pinknge01,1885,1,BR3,AA,110,447,77,124,16,5,0,42,,,27,,,7,,, +poormto01,1885,1,BSN,NL,56,227,44,54,5,3,3,25,,,7,32,,,,, +portehe01,1885,1,BR3,AA,54,195,28,40,1,4,0,16,,,5,,,0,,, +powelji01,1885,1,PH4,AA,19,75,5,12,0,3,0,5,,,1,,,2,,, +powerph01,1885,1,CN2,AA,15,60,6,16,2,0,0,7,,,0,,,0,,, +powerph01,1885,2,BL2,AA,9,34,6,4,1,0,0,2,,,1,,,0,,, +purcebl01,1885,1,PH4,AA,66,304,71,90,15,5,0,22,,,16,,,3,,, +purcebl01,1885,2,BSN,NL,21,87,9,19,1,1,0,3,,,3,15,,,,, +questjo01,1885,1,DTN,NL,55,200,24,39,8,2,0,21,,,14,25,,,,, +quinnjo02,1885,1,SL5,NL,97,343,27,73,8,2,0,15,,,9,38,,,,, +quintma01,1885,1,PH4,AA,7,29,6,6,1,0,0,4,,,1,,,1,,, +radboch01,1885,1,PRO,NL,66,249,34,58,9,2,0,22,,,36,27,,,,, +radfopa01,1885,1,PRO,NL,105,371,55,90,12,5,0,32,,,33,43,,,,, +ramseto01,1885,1,LS2,AA,9,31,2,4,0,0,0,3,,,0,,,0,,, +recciph01,1885,1,LS2,AA,102,402,57,97,8,10,1,38,,,13,,,1,,, +reilljo01,1885,1,CN2,AA,111,482,92,143,18,11,5,60,,,11,,,7,,, +reilljo02,1885,1,NY4,AA,10,40,6,7,3,0,0,3,,,2,,,0,,, +reipsch01,1885,1,NY4,AA,72,268,29,65,11,1,0,21,,,9,,,1,,, +richada01,1885,1,NY1,NL,49,198,26,52,9,3,0,25,,,10,14,,,,, +richaha01,1885,1,BFN,NL,96,426,90,136,19,11,6,44,,,20,22,,,,, +richmjo01,1885,1,PT1,AA,34,131,14,27,2,2,0,12,,,8,,,2,,, +ringofr01,1885,1,DTN,NL,17,65,12,16,3,0,0,2,,,0,7,,,,, +ringofr01,1885,2,PT1,AA,3,11,0,2,0,0,0,0,,,0,,,0,,, +rittech01,1885,1,BFN,NL,2,6,0,1,0,0,0,0,,,0,2,,,,, +robinch01,1885,1,BR3,AA,11,40,5,6,2,1,0,4,,,3,,,0,,, +robinya01,1885,1,SL4,AA,78,287,63,75,8,8,0,35,,,29,,,7,,, +rosemch01,1885,1,NY4,AA,101,410,72,114,13,14,4,46,,,25,,,10,,, +roweda01,1885,1,SL5,NL,16,62,8,10,3,0,0,3,,,5,8,,,,, +roweja01,1885,1,BFN,NL,98,421,62,122,28,8,2,51,,,13,19,,,,, +ryanji01,1885,1,CHN,NL,3,13,2,6,1,0,0,2,,,1,1,,,,, +schenbi01,1885,1,BR3,AA,1,4,0,0,0,0,0,0,,,0,,,0,,, +scottmi01,1885,1,DTN,NL,38,148,14,39,7,0,0,12,,,4,16,,,,, +scottmi01,1885,2,PT1,AA,55,210,15,52,7,1,0,18,,,5,,,2,,, +seeryem01,1885,1,SL5,NL,59,216,20,35,7,0,1,14,,,16,37,,,,, +seradbi01,1885,1,BFN,NL,30,104,8,16,3,0,0,3,,,1,19,,,,, +sewared01,1885,1,PRO,NL,1,3,0,0,0,0,0,0,,,0,2,,,,, +shaffor01,1885,1,SL5,NL,69,257,30,50,11,2,0,18,,,19,31,,,,, +shaffor01,1885,2,PH4,AA,2,9,1,2,0,1,0,1,,,1,,,0,,, +shallgu01,1885,1,CN2,AA,13,39,3,5,0,0,0,2,,,3,,,2,,, +shawdu01,1885,1,PRO,NL,49,165,17,22,2,0,0,9,,,4,38,,,,, +siffefr01,1885,1,PH4,AA,3,10,0,1,0,0,0,0,,,0,,,0,,, +smithed01,1885,1,PRO,NL,1,4,0,1,0,0,0,0,,,0,0,,,,, +smithge01,1885,1,BR3,AA,108,419,63,108,17,11,4,62,,,10,,,0,,, +smithph01,1885,1,BR3,AA,1,3,0,1,0,0,0,0,,,0,,,0,,, +smithph01,1885,2,PH4,AA,1,2,0,0,0,0,0,0,,,0,,,0,,, +smithpo01,1885,1,PT1,AA,106,453,85,113,11,13,0,35,,,25,,,3,,, +snydepo01,1885,1,CN2,AA,39,152,13,36,4,3,1,19,,,6,,,1,,, +sommejo01,1885,1,BL2,AA,110,471,84,118,23,6,1,44,,,24,,,3,,, +stapljo01,1885,1,BFN,NL,7,22,0,1,0,0,0,0,,,0,9,,,,, +startjo01,1885,1,PRO,NL,101,374,47,103,11,4,0,41,,,39,10,,,,, +stearec01,1885,1,BL2,AA,67,253,40,47,3,8,1,29,,,38,,,6,,, +stearec01,1885,2,BFN,NL,30,105,7,21,6,1,0,9,,,8,23,,,,, +stellbi01,1885,1,PRO,NL,1,4,0,0,0,0,0,0,,,0,2,,,,, +stemmbi01,1885,1,BSN,NL,2,7,1,3,1,0,0,2,,,0,0,,,,, +stoveha01,1885,1,PH4,AA,112,486,130,153,27,9,13,75,,,39,,,4,,, +straujo02,1885,1,LS2,AA,2,6,0,1,0,0,0,0,,,0,,,0,,, +striccu01,1885,1,PH4,AA,106,398,71,93,9,3,1,41,,,21,,,7,,, +striege01,1885,1,PH4,AA,44,175,19,48,8,5,0,27,,,9,,,0,,, +sullida01,1885,1,LS2,AA,13,44,3,8,1,0,0,4,,,2,,,1,,, +sullida01,1885,2,SL4,AA,17,60,4,7,2,0,0,3,,,6,,,0,,, +sundabi01,1885,1,CHN,NL,46,172,36,44,3,3,2,20,,,12,33,,,,, +sutclsy01,1885,1,CHN,NL,11,43,5,8,1,1,0,4,,,2,5,,,,, +sutclsy01,1885,2,SL5,NL,16,49,2,6,1,0,0,4,,,5,10,,,,, +suttoez01,1885,1,BSN,NL,110,457,78,143,23,8,4,47,,,17,25,,,,, +swarted01,1885,1,BR3,AA,99,399,80,106,8,9,0,49,,,36,,,5,,, +sweench01,1885,1,SL5,NL,71,267,27,55,7,1,0,24,,,12,33,,,,, +sweenro01,1885,1,SL5,NL,3,11,1,1,0,0,0,0,,,0,4,,,,, +tatepo01,1885,1,BSN,NL,4,13,1,2,0,0,0,2,,,1,3,,,,, +taylobi01,1885,1,PH4,AA,6,21,0,4,0,0,0,2,,,0,,,0,,, +tenerjo01,1885,1,BL2,AA,1,4,0,0,0,0,0,0,,,0,,,0,,, +terryad01,1885,1,BR3,AA,71,264,23,45,1,3,1,20,,,10,,,0,,, +thompsa01,1885,1,DTN,NL,63,254,58,77,11,9,7,44,,,16,22,,,,, +traffbi01,1885,1,BL2,AA,69,254,27,39,4,5,1,20,,,17,,,3,,, +trottsa01,1885,1,BL2,AA,21,88,12,24,2,2,0,12,,,5,,,0,,, +troyda01,1885,1,NY4,AA,45,177,24,39,3,3,2,12,,,5,,,4,,, +vintobi01,1885,1,PHI,NL,9,30,2,2,0,0,0,1,,,1,12,,,,, +vintobi01,1885,2,PH4,AA,7,26,5,4,2,0,0,4,,,3,,,0,,, +visnejo01,1885,1,BL2,AA,4,13,2,3,0,0,0,2,,,2,,,0,,, +walkeos01,1885,1,BL2,AA,4,13,1,0,0,0,0,1,,,0,,,0,,, +wardjo01,1885,1,NY1,NL,111,446,72,101,8,9,0,37,,,17,39,,,,, +wardjo03,1885,1,PRO,NL,1,3,0,0,0,0,0,0,,,0,2,,,,, +welchcu01,1885,1,SL4,AA,112,432,84,117,18,8,3,69,,,23,,,7,,, +welchmi01,1885,1,NY1,NL,56,199,28,41,8,0,2,19,,,14,39,,,,, +wetzesh01,1885,1,BL2,AA,2,7,0,0,0,0,0,1,,,1,,,0,,, +whitede01,1885,1,BFN,NL,98,404,54,118,6,6,0,57,,,12,11,,,,, +whitegu01,1885,1,BSN,NL,33,135,14,25,2,2,1,7,,,1,25,,,,, +whitewi01,1885,1,CN2,AA,34,118,9,20,5,0,0,10,,,4,,,2,,, +whitnar01,1885,1,PT1,AA,90,373,53,87,10,4,0,28,,,16,,,1,,, +whitnji01,1885,1,BSN,NL,72,290,35,68,8,4,0,36,,,17,24,,,,, +wiedmst01,1885,1,DTN,NL,44,153,7,24,2,1,1,14,,,8,32,,,,, +willine01,1885,1,CHN,NL,113,407,87,97,16,5,3,65,,,75,60,,,,, +williwa01,1885,1,CHN,NL,1,4,0,1,0,0,0,0,,,0,0,,,,, +wisesa01,1885,1,BSN,NL,107,424,71,120,20,10,4,46,,,25,61,,,,, +wolfji01,1885,1,LS2,AA,112,483,79,141,23,17,1,52,,,11,,,1,,, +woodfr01,1885,1,BFN,NL,1,4,0,1,0,0,0,0,,,0,0,,,,, +woodge01,1885,1,DTN,NL,82,362,62,105,19,8,5,28,,,13,19,,,,, +woodpe01,1885,1,BFN,NL,28,104,10,23,3,1,0,5,,,0,18,,,,, +yorkto01,1885,1,BL2,AA,22,87,6,23,4,2,0,12,,,8,,,0,,, +allenmy01,1886,1,BSN,NL,1,3,0,0,0,0,0,0,0,,0,1,,,,, +andreed01,1886,1,PHI,NL,107,437,93,109,15,4,2,28,56,,31,35,,,,, +ansonca01,1886,1,CHN,NL,125,504,117,187,35,11,10,147,29,,55,19,,,,, +atkinal01,1886,1,PH4,AA,45,148,27,18,1,1,0,9,4,,26,,,0,,, +aydelja01,1886,1,PH4,AA,2,6,0,0,0,0,0,0,0,,1,,,0,,, +bakerge01,1886,1,KCN,NL,1,4,1,1,0,0,0,0,0,,0,1,,,,, +bakerph01,1886,1,WS8,NL,81,325,37,72,6,5,1,34,16,,20,32,,,,, +baldwki01,1886,1,CN2,AA,87,315,41,72,8,7,3,32,12,,8,,,2,,, +baldwla01,1886,1,DTN,NL,57,204,25,41,6,3,0,25,3,,18,44,,,,, +barklsa01,1886,1,PT1,AA,122,478,77,127,31,8,1,69,22,,58,,,0,,, +barnibi01,1886,1,BL2,AA,2,6,0,0,0,0,0,0,0,,1,,,0,,, +barrbo01,1886,1,WS8,NL,23,79,6,13,2,0,0,2,0,,4,23,,,,, +bassech01,1886,1,KCN,NL,90,342,41,89,19,8,2,32,6,,36,43,,,,, +bastich01,1886,1,PHI,NL,105,373,46,81,9,11,2,38,29,,33,73,,,,, +baueral01,1886,1,SL5,NL,4,12,1,2,0,0,0,0,0,,0,4,,,,, +beglege01,1886,1,NY1,NL,5,16,1,2,0,0,0,1,1,,1,3,,,,, +behelst01,1886,1,NY4,AA,59,224,32,46,5,2,0,17,16,,22,,,1,,, +bennech01,1886,1,DTN,NL,72,235,37,57,13,5,4,34,4,,48,29,,,,, +bickhda01,1886,1,CN2,AA,1,3,2,1,0,0,0,0,0,,1,,,0,,, +bierblo01,1886,1,PH4,AA,137,522,56,118,17,5,2,47,19,,21,,,0,,, +bishobi01,1886,1,PT1,AA,2,7,0,1,0,0,0,0,0,,0,,,0,,, +blighne01,1886,1,BL2,AA,3,9,0,0,0,0,0,0,0,,1,,,0,,, +boylehe01,1886,1,SL5,NL,30,108,8,27,2,2,1,13,0,,5,19,,,,, +boyleja01,1886,1,CN2,AA,1,5,0,1,0,0,0,0,0,,0,,,0,,, +bradlge01,1886,1,PH4,AA,13,48,1,4,0,1,0,1,2,,1,,,0,,, +bradyst01,1886,1,NY4,AA,124,466,56,112,8,5,0,39,16,,35,,,3,,, +briodfa01,1886,1,KCN,NL,56,215,14,51,10,3,0,29,0,,3,35,,,,, +brookha01,1886,1,NY4,AA,1,1,0,0,0,0,0,0,0,,0,,,0,,, +broutda01,1886,1,DTN,NL,121,489,139,181,40,15,11,72,21,,66,16,,,,, +brownji01,1886,1,PH4,AA,1,3,0,0,0,0,0,0,0,,0,,,0,,, +brownpe01,1886,1,LS2,AA,112,467,86,159,29,6,2,68,26,,30,,,7,,, +brownto01,1886,1,PT1,AA,115,460,106,131,11,11,1,51,30,,56,,,2,,, +buffich01,1886,1,BSN,NL,44,176,27,51,4,1,1,30,3,,6,12,,,,, +burcher01,1886,1,BR3,AA,113,456,78,119,22,6,2,72,16,,39,,,1,,, +burdoja01,1886,1,BSN,NL,59,221,26,48,6,1,0,25,3,,11,27,,,,, +burnsto01,1886,1,CHN,NL,112,445,64,123,18,10,3,65,15,,14,40,,,,, +bushodo01,1886,1,SL4,AA,107,386,56,86,8,0,1,31,12,,31,,,0,,, +cahiljo01,1886,1,SL5,NL,125,463,43,92,17,6,1,32,16,,9,79,,,,, +carpehi01,1886,1,CN2,AA,111,458,67,101,8,5,2,61,8,,18,,,8,,, +carrocl01,1886,1,WS8,NL,111,433,73,99,11,6,2,22,31,,44,26,,,,, +carrofr01,1886,1,PT1,AA,122,486,92,140,28,11,5,64,20,,52,,,4,,, +carutbo01,1886,1,SL4,AA,87,317,91,106,21,14,4,61,26,,64,,,1,,, +caseyda01,1886,1,PHI,NL,44,151,11,23,4,1,0,9,0,,9,41,,,,, +caskied01,1886,1,NY1,NL,1,4,1,2,0,0,0,1,0,,0,1,,,,, +chambel01,1886,1,LS2,AA,6,19,2,3,0,0,0,1,0,,4,,,0,,, +clarkbo01,1886,1,BR3,AA,71,269,37,58,8,2,0,26,14,,17,,,0,,, +clarked01,1886,1,PH4,AA,1,2,0,0,0,0,0,0,0,,1,,,0,,, +clarkjo01,1886,1,CHN,NL,55,210,21,49,9,1,3,23,2,,0,38,,,,, +clemeja01,1886,1,PHI,NL,54,185,15,38,5,1,0,11,4,,7,34,,,,, +clintji01,1886,1,BL2,AA,23,83,8,15,1,0,0,6,3,,4,,,1,,, +colemjo01,1886,1,PH4,AA,121,492,67,121,18,16,0,65,28,,33,,,2,,, +colemjo01,1886,2,PT1,AA,11,43,3,15,2,1,0,9,1,,2,,,0,,, +collihu01,1886,1,LS2,AA,27,101,12,29,3,2,0,10,7,,5,,,0,,, +comisch01,1886,1,SL4,AA,131,578,95,147,15,9,3,76,41,,10,,,0,,, +connepe01,1886,1,NY4,AA,1,5,0,0,0,0,0,0,0,,0,,,0,,, +connore01,1886,1,SL5,NL,2,7,0,0,0,0,0,0,0,,0,3,,,,, +connoro01,1886,1,NY1,NL,118,485,105,172,29,20,7,71,17,,41,15,,,,, +conwabi01,1886,1,BL2,AA,7,14,4,2,0,0,0,3,0,,7,,,0,,, +conwadi01,1886,1,BL2,AA,9,34,5,7,2,0,0,3,1,,3,,,0,,, +conwape01,1886,1,KCN,NL,51,194,22,47,8,2,1,18,3,,5,34,,,,, +conwape01,1886,2,DTN,NL,12,43,10,8,1,0,2,3,0,,1,8,,,,, +cookpa01,1886,1,LS2,AA,66,262,28,54,5,2,0,14,6,,10,,,0,,, +corcola01,1886,1,NY1,NL,1,4,0,0,0,0,0,0,0,,0,2,,,,, +corcola01,1886,2,WS8,NL,21,81,9,15,2,1,0,3,3,,7,14,,,,, +corkhpo01,1886,1,CN2,AA,129,540,81,143,9,7,5,97,24,,23,,,6,,, +craneed01,1886,1,WS8,NL,80,292,20,50,11,3,0,20,8,,13,54,,,,, +cranesa01,1886,1,DTN,NL,47,185,24,26,2,2,1,12,8,,8,34,,,,, +cranesa01,1886,2,SL5,NL,39,116,10,20,3,1,0,7,6,,13,27,,,,, +crossam01,1886,1,LS2,AA,74,283,51,78,14,6,1,42,13,,44,,,1,,, +crottjo01,1886,1,NY4,AA,14,47,6,8,0,1,0,2,3,,4,,,1,,, +cushmed01,1886,1,NY4,AA,38,126,10,19,1,0,0,5,0,,9,,,0,,, +cusicto01,1886,1,PHI,NL,29,104,10,23,5,1,0,4,1,,3,14,,,,, +dailyco01,1886,1,BSN,NL,50,180,25,43,4,2,0,21,2,,19,29,,,,, +dailyed01,1886,1,PHI,NL,79,309,40,70,17,1,4,50,23,,7,34,,,,, +dailyhu01,1886,1,WS8,NL,6,16,2,2,0,0,0,1,0,,2,5,,,,, +dalryab01,1886,1,CHN,NL,82,331,62,77,7,12,3,26,16,,33,44,,,,, +davisju01,1886,1,BL2,AA,60,216,23,42,5,2,1,20,12,,11,,,2,,, +dealypa01,1886,1,BSN,NL,15,46,9,15,1,1,0,3,5,,4,4,,,,, +deaslpa01,1886,1,NY1,NL,41,143,18,38,6,1,0,17,2,,4,12,,,,, +deckeha01,1886,1,DTN,NL,14,54,2,12,1,0,0,6,0,,2,9,,,,, +deckeha01,1886,2,WS8,NL,7,23,0,5,1,1,0,1,0,,1,5,,,,, +dennyje01,1886,1,SL5,NL,119,475,58,122,24,6,9,62,16,,14,68,,,,, +devinji01,1886,1,NY1,NL,1,3,0,0,0,0,0,0,0,,0,1,,,,, +devliji02,1886,1,NY1,NL,1,1,0,0,0,0,0,1,0,,0,1,,,,, +dolanto01,1886,1,SL5,NL,15,44,8,11,3,0,0,1,2,,7,9,,,,, +dolanto01,1886,2,BL2,AA,38,125,13,19,3,2,0,12,8,,8,,,0,,, +donahji01,1886,1,NY4,AA,49,186,14,37,0,0,0,9,1,,10,,,3,,, +donneji01,1886,1,KCN,NL,113,438,51,88,11,3,0,38,16,,36,57,,,,, +dorgami01,1886,1,NY1,NL,118,442,61,129,19,4,2,79,9,,29,37,,,,, +dugdada01,1886,1,KCN,NL,12,40,4,7,0,0,0,2,1,,2,13,,,,, +dunlafr01,1886,1,SL5,NL,71,285,53,76,15,2,3,32,7,,28,30,,,,, +dunlafr01,1886,2,DTN,NL,51,196,32,56,8,3,4,37,13,,16,21,,,,, +elybo01,1886,1,LS2,AA,10,32,5,5,0,0,0,6,1,,2,,,0,,, +esterdu01,1886,1,NY1,NL,123,473,62,125,20,6,3,43,13,,8,43,,,,, +ewingbu01,1886,1,NY1,NL,73,275,59,85,11,7,4,31,18,,16,17,,,,, +farrasi01,1886,1,PHI,NL,118,439,55,109,19,7,5,50,10,,16,47,,,,, +farreja02,1886,1,PHI,NL,17,60,7,11,0,1,0,3,1,,3,11,,,,, +farreja02,1886,2,WS8,NL,47,171,24,41,11,4,2,18,12,,15,12,,,,, +farrejo01,1886,1,BL2,AA,73,301,36,63,8,3,1,31,5,,12,,,0,,, +fennefr01,1886,1,CN2,AA,132,497,113,124,13,17,6,72,32,,60,,,18,,, +ferguch01,1886,1,PHI,NL,72,261,56,66,9,1,2,25,9,,37,28,,,,, +finlebi01,1886,1,NY1,NL,13,44,2,8,0,0,0,5,2,,1,8,,,,, +flintsi01,1886,1,CHN,NL,54,173,30,35,6,2,1,13,1,,12,36,,,,, +flynnjo02,1886,1,CHN,NL,57,205,40,41,6,2,4,19,9,,18,45,,,,, +fogarji01,1886,1,PHI,NL,77,280,54,82,13,5,3,47,30,,42,16,,,,, +forceda01,1886,1,WS8,NL,68,242,26,44,5,1,0,16,9,,17,26,,,,, +forstto01,1886,1,NY4,AA,67,251,33,49,3,2,1,20,9,,20,,,3,,, +fosteel01,1886,1,NY4,AA,35,125,16,23,0,1,0,7,3,,7,,,2,,, +foutzda01,1886,1,SL4,AA,102,414,66,116,18,9,3,59,17,,9,,,1,,, +foxjo01,1886,1,WS8,NL,1,3,0,1,0,0,0,0,0,,0,0,,,,, +fulleed01,1886,1,WS8,NL,2,7,0,1,0,0,0,0,0,,0,3,,,,, +fulmech02,1886,1,BL2,AA,80,270,54,66,9,3,1,30,29,,48,,,2,,, +gallaji01,1886,1,WS8,NL,1,5,1,1,0,0,0,0,0,,0,2,,,,, +galvipu01,1886,1,PT1,AA,50,194,24,49,7,2,0,21,8,,3,,,0,,, +ganzech01,1886,1,PHI,NL,1,3,0,0,0,0,0,0,0,,0,1,,,,, +ganzech01,1886,2,DTN,NL,57,213,28,58,7,2,1,31,5,,7,22,,,,, +gerhajo01,1886,1,NY1,NL,123,426,44,81,11,7,0,40,8,,22,63,,,,, +gessnch01,1886,1,PH4,AA,1,4,1,1,0,0,0,0,0,,0,,,0,,, +getzich01,1886,1,DTN,NL,43,165,14,29,3,3,0,19,3,,6,46,,,,, +gillepe01,1886,1,NY1,NL,97,396,65,108,13,8,0,58,17,,16,30,,,,, +gilleto01,1886,1,DTN,NL,2,10,2,4,0,0,0,4,0,,0,1,,,,, +gilliba01,1886,1,WS8,NL,81,273,23,52,9,2,0,17,6,,39,35,,,,, +gilmofr01,1886,1,WS8,NL,9,29,2,0,0,0,0,0,0,,2,12,,,,, +gladmbu01,1886,1,WS8,NL,44,152,17,21,5,3,1,15,5,,12,30,,,,, +glassja01,1886,1,SL5,NL,121,486,96,158,29,7,3,40,38,,38,13,,,,, +gleasbi01,1886,1,SL4,AA,125,524,97,141,18,5,0,61,19,,43,,,7,,, +gleasja01,1886,1,PH4,AA,77,299,39,56,8,7,1,31,8,,16,,,11,,, +glenned01,1886,1,PT1,AA,71,277,32,53,6,5,0,26,19,,17,,,1,,, +goldswa02,1886,1,WS8,NL,6,18,0,4,1,0,0,1,0,,2,3,,,,, +gorege01,1886,1,CHN,NL,118,444,150,135,20,12,6,63,23,,102,30,,,,, +gravefr01,1886,1,SL5,NL,43,138,7,21,2,0,0,9,11,,7,48,,,,, +greered01,1886,1,BL2,AA,11,38,2,5,1,0,0,4,4,,2,,,0,,, +greered01,1886,2,PH4,AA,71,264,33,51,5,3,1,20,12,,8,,,2,,, +gunnito01,1886,1,BSN,NL,27,98,15,22,2,1,0,7,3,,3,19,,,,, +hackeme01,1886,1,KCN,NL,62,230,18,50,8,3,3,25,1,,4,59,,,,, +handiji01,1886,1,PT1,AA,14,44,10,5,1,0,0,2,1,,6,,,0,,, +hankifr01,1886,1,NY4,AA,136,522,66,126,14,5,2,63,10,,49,,,0,,, +hanlone01,1886,1,DTN,NL,126,494,105,116,6,6,4,60,50,,57,39,,,,, +hardilo01,1886,1,CHN,NL,16,51,4,9,0,0,0,3,1,,4,10,,,,, +hardilo02,1886,1,SL4,AA,1,3,0,1,1,0,0,1,0,,0,,,0,,, +harkijo01,1886,1,BR3,AA,41,142,18,32,4,2,1,15,2,,17,,,0,,, +hartbi01,1886,1,PH4,AA,22,73,3,10,1,1,0,1,1,,3,,,0,,, +hayesja01,1886,1,WS8,NL,26,89,8,17,3,0,3,9,0,,4,23,,,,, +healyjo01,1886,1,SL5,NL,43,145,10,14,5,0,0,5,0,,2,67,,,,, +heckegu01,1886,1,LS2,AA,84,343,76,117,14,5,4,48,25,,32,,,3,,, +heinzja01,1886,1,LS2,AA,1,5,1,0,0,0,0,0,0,,0,,,0,,, +hellmto01,1886,1,BL2,AA,1,3,0,0,0,0,0,0,0,,0,,,0,,, +hendeha01,1886,1,BL2,AA,19,68,5,16,2,2,0,14,0,,6,,,0,,, +hendeha01,1886,2,BR3,AA,14,50,9,9,2,0,0,6,0,,5,,,0,,, +henryjo01,1886,1,WS8,NL,4,14,3,5,0,0,0,0,0,,0,3,,,,, +hinespa01,1886,1,WS8,NL,121,487,80,152,30,8,9,56,21,,35,21,,,,, +hoffojo01,1886,1,PT1,AA,9,34,4,10,3,1,0,5,2,,3,,,0,,, +holbebi01,1886,1,NY4,AA,48,171,8,35,4,2,0,13,4,,6,,,0,,, +hoovebu01,1886,1,BL2,AA,40,157,25,34,2,6,0,10,15,,16,,,2,,, +hornujo01,1886,1,BSN,NL,94,424,67,109,12,2,2,40,16,,10,62,,,,, +houcksa01,1886,1,BL2,AA,61,260,29,50,8,1,0,17,25,,4,,,4,,, +houcksa01,1886,2,WS8,NL,52,195,14,42,3,0,0,14,4,,2,28,,,,, +housefr01,1886,1,BL2,AA,1,4,0,1,0,0,0,0,0,,0,,,0,,, +hudsona01,1886,1,SL4,AA,43,150,16,35,4,1,0,17,2,,11,,,0,,, +hyndmji01,1886,1,PH4,AA,1,4,0,0,0,0,0,0,0,,0,,,0,,, +irwinar01,1886,1,PHI,NL,101,373,51,87,6,6,0,34,24,,35,39,,,,, +irwinbi01,1886,1,CN2,AA,2,6,0,0,0,0,0,0,0,,1,,,1,,, +irwinjo01,1886,1,PH4,AA,3,13,4,3,1,0,0,1,0,,0,,,0,,, +johnsdi01,1886,1,BSN,NL,109,413,48,99,18,9,1,57,11,,3,70,,,,, +jonesch01,1886,1,CN2,AA,127,500,87,135,22,10,6,68,3,,61,,,6,,, +joyce01,1886,1,WS8,NL,1,0,0,0,0,0,0,0,0,,0,0,,,,, +keefege01,1886,1,WS8,NL,4,14,1,0,0,0,0,0,0,,0,5,,,,, +keefeti01,1886,1,NY1,NL,64,205,26,35,10,1,1,20,3,,17,42,,,,, +keenaji01,1886,1,CN2,AA,44,148,31,40,4,3,3,24,0,,18,,,2,,, +kellych01,1886,1,PH4,AA,1,3,0,0,0,0,0,0,0,,0,,,0,,, +kellyki01,1886,1,CHN,NL,118,451,155,175,32,11,4,79,53,,83,33,,,,, +kemmlru01,1886,1,SL4,AA,35,123,13,17,2,0,0,6,0,,8,,,1,,, +kenneed01,1886,1,BR3,AA,6,22,1,4,0,0,0,2,1,,2,,,0,,, +kennete01,1886,1,PH4,AA,20,68,3,3,0,0,0,0,0,,3,,,1,,, +kennete01,1886,2,LS2,AA,4,13,1,1,1,0,0,0,0,,1,,,0,,, +kerinjo01,1886,1,LS2,AA,120,487,113,131,19,9,4,50,26,,66,,,3,,, +kilroma01,1886,1,BL2,AA,68,218,33,38,3,1,0,11,20,,21,,,2,,, +kingsi01,1886,1,KCN,NL,7,22,0,1,0,0,0,1,0,,2,12,,,,, +kinslto01,1886,1,WS8,NL,3,8,1,2,0,0,0,1,0,,0,1,,,,, +kirbyjo01,1886,1,SL5,NL,42,136,10,15,4,0,0,5,0,,3,47,,,,, +knoufed01,1886,1,BL2,AA,1,3,0,0,0,0,0,0,0,,0,,,1,,, +knowlji01,1886,1,WS8,NL,115,443,43,94,16,11,3,35,20,,15,73,,,,, +kriegbi01,1886,1,WS8,NL,27,98,11,25,6,3,1,15,2,,3,12,,,,, +kuehnbi01,1886,1,PT1,AA,117,481,73,98,16,17,1,48,26,,19,,,2,,, +larkihe01,1886,1,PH4,AA,139,565,133,180,36,16,2,74,32,,59,,,7,,, +lathaar01,1886,1,SL4,AA,134,578,152,174,23,8,1,47,60,,55,,,6,,, +lewisfr01,1886,1,CN2,AA,77,324,72,103,14,6,2,32,8,,20,,,4,,, +lilliji01,1886,1,KCN,NL,114,416,37,73,9,0,0,22,13,,11,80,,,,, +lynchja01,1886,1,NY4,AA,51,169,17,27,5,0,0,9,4,,15,,,0,,, +lyonsde01,1886,1,PH4,AA,32,123,22,26,3,1,0,11,7,,8,,,4,,, +mackco01,1886,1,WS8,NL,10,36,4,13,2,1,0,5,0,,0,2,,,,, +mackre01,1886,1,LS2,AA,137,483,82,118,23,11,1,56,13,,68,,,4,,, +maculji01,1886,1,BL2,AA,85,268,49,55,7,1,0,26,23,,49,,,2,,, +madigto01,1886,1,WS8,NL,14,48,2,4,1,0,0,2,0,,1,20,,,,, +mannfr01,1886,1,PT1,AA,116,440,85,110,16,14,2,60,26,,45,,,11,,, +mannija01,1886,1,BL2,AA,137,556,78,124,18,7,1,45,24,,50,,,3,,, +manniji01,1886,1,DTN,NL,26,97,14,18,2,3,0,7,7,,6,10,,,,, +mappege01,1886,1,SL5,NL,6,14,1,2,0,0,0,0,0,,1,5,,,,, +marrle01,1886,1,CN2,AA,8,29,2,8,1,1,0,2,1,,1,,,1,,, +maskrle01,1886,1,LS2,AA,5,19,1,3,1,0,0,2,0,,1,,,0,,, +maskrle01,1886,2,CN2,AA,27,98,7,19,3,1,0,10,4,,5,,,1,,, +mathebo01,1886,1,PH4,AA,24,88,16,21,3,0,0,10,1,,3,,,0,,, +maysal01,1886,1,NY4,AA,41,135,11,16,3,1,1,10,2,,4,,,2,,, +mccarto01,1886,1,PHI,NL,8,27,6,5,2,1,0,3,1,,2,3,,,,, +mccauji01,1886,1,BR3,AA,11,30,5,7,1,0,0,3,2,,11,,,0,,, +mcclebi01,1886,1,BR3,AA,141,595,131,152,33,9,1,68,43,,56,,,2,,, +mccorji01,1886,1,CHN,NL,42,174,17,41,9,2,2,21,1,,2,30,,,,, +mcgarch01,1886,1,PH4,AA,71,267,41,71,9,3,2,31,17,,9,,,2,,, +mcgeaja01,1886,1,DTN,NL,6,27,3,9,0,1,0,4,2,,0,3,,,,, +mcgeaja01,1886,2,SL5,NL,59,226,31,46,12,3,2,24,8,,1,37,,,,, +mcginju01,1886,1,SL4,AA,10,37,4,7,2,0,0,4,1,,3,,,0,,, +mcginju01,1886,2,BL2,AA,26,85,7,16,5,0,1,6,3,,4,,,0,,, +mcglojo01,1886,1,WS8,NL,4,15,2,1,0,0,0,1,0,,0,3,,,,, +mcguide01,1886,1,PHI,NL,50,167,25,33,7,1,2,18,2,,19,25,,,,, +mckeola01,1886,1,CN2,AA,19,75,9,19,2,3,0,9,0,,0,,,0,,, +mckeola01,1886,2,KCN,NL,3,9,0,0,0,0,0,0,0,,0,2,,,,, +mckinal01,1886,1,SL5,NL,122,491,75,148,24,7,8,72,10,,21,23,,,,, +mclauto01,1886,1,NY4,AA,74,250,27,34,3,1,0,16,13,,26,,,1,,, +mcphebi01,1886,1,CN2,AA,140,560,139,150,23,12,8,70,40,,59,,,5,,, +mcquemo01,1886,1,KCN,NL,122,449,62,111,27,4,4,38,4,,36,44,,,,, +mcsortr01,1886,1,SL4,AA,5,20,1,3,3,0,0,0,0,,0,,,0,,, +mctamji01,1886,1,BR3,AA,111,418,86,106,23,10,2,56,18,,54,,,10,,, +meistjo01,1886,1,NY4,AA,45,186,35,44,7,3,2,21,1,,4,,,0,,, +millecy01,1886,1,PH4,AA,21,66,8,9,2,0,0,1,3,,14,,,1,,, +milledo01,1886,1,PT1,AA,83,317,70,80,15,1,2,36,35,,43,,,1,,, +millijo01,1886,1,PH4,AA,75,301,52,76,17,3,5,45,18,,21,,,0,,, +moolige01,1886,1,CHN,NL,16,56,9,8,3,0,0,2,0,,2,17,,,,, +morried01,1886,1,PT1,AA,64,227,26,38,8,3,1,24,6,,10,,,0,,, +morrijo01,1886,1,BSN,NL,117,430,86,106,25,6,7,69,9,,56,81,,,,, +mountfr01,1886,1,PT1,AA,18,55,6,8,1,1,0,2,3,,13,,,1,,, +muldomi01,1886,1,BL2,AA,101,381,57,76,13,8,0,23,12,,34,,,2,,, +mullato01,1886,1,CN2,AA,91,324,59,73,12,5,0,39,20,,25,,,1,,, +mulvejo01,1886,1,PHI,NL,107,430,71,115,16,10,2,53,27,,15,31,,,,, +murphcl01,1886,1,LS2,AA,1,3,0,0,0,0,0,0,0,,0,,,0,,, +murphjo02,1886,1,CN2,AA,5,18,0,0,0,0,0,0,0,,0,,,0,,, +murphjo02,1886,2,SL5,NL,4,14,0,3,1,0,0,1,0,,0,8,,,,, +murphjo02,1886,3,SL4,AA,1,3,0,0,0,0,0,0,1,,0,,,0,,, +myersal01,1886,1,KCN,NL,118,473,69,131,22,9,4,51,3,,22,42,,,,, +myersge01,1886,1,SL5,NL,79,295,26,56,7,3,0,27,6,,18,42,,,,, +nashbi01,1886,1,BSN,NL,109,417,61,117,11,8,1,45,16,,24,28,,,,, +navasa01,1886,1,BL2,AA,2,5,0,1,0,0,0,0,1,,0,,,0,,, +nealejo01,1886,1,LS2,AA,2,5,0,0,0,0,0,0,0,,0,,,0,,, +nelsoca01,1886,1,NY4,AA,109,413,89,93,7,2,0,23,14,,64,,,2,,, +nicolhu01,1886,1,SL4,AA,67,253,44,52,6,3,0,19,38,,26,,,0,,, +obrieja01,1886,1,PH4,AA,105,423,65,107,25,7,0,56,23,,38,,,7,,, +oconnpa01,1886,1,BL2,AA,42,166,20,30,3,2,0,8,10,,11,,,1,,, +odayha01,1886,1,WS8,NL,6,19,0,1,0,0,0,0,0,,0,9,,,,, +oldfida01,1886,1,BR3,AA,14,55,7,13,1,0,0,5,1,,2,,,0,,, +oldfida01,1886,2,WS8,NL,21,71,2,10,2,0,0,2,0,,5,15,,,,, +oneilti01,1886,1,SL4,AA,138,579,106,190,28,14,3,107,9,,47,,,7,,, +orourji01,1886,1,NY1,NL,105,440,106,136,26,6,1,34,14,,39,21,,,,, +orrda01,1886,1,NY4,AA,136,571,93,193,25,31,7,91,16,,17,,,5,,, +parsoch01,1886,1,BSN,NL,2,8,0,3,1,0,0,0,0,,0,0,,,,, +pechige01,1886,1,CN2,AA,41,144,14,30,4,2,1,21,1,,6,,,0,,, +peloulo01,1886,1,SL5,NL,1,3,0,0,0,0,0,0,0,,0,2,,,,, +peoplji01,1886,1,BR3,AA,93,340,43,74,7,3,3,38,20,,20,,,0,,, +pfefffr01,1886,1,CHN,NL,118,474,88,125,17,8,7,95,30,,36,46,,,,, +phillbi01,1886,1,BR3,AA,141,585,68,160,26,15,0,72,13,,33,,,1,,, +pinknge01,1886,1,BR3,AA,141,597,119,156,22,7,0,37,32,,70,,,0,,, +poormto01,1886,1,BSN,NL,88,371,72,97,16,6,3,41,31,,19,52,,,,, +portehe01,1886,1,BR3,AA,48,184,20,33,4,0,0,13,3,,4,,,0,,, +powelab01,1886,1,BL2,AA,11,39,4,7,2,1,0,7,4,,1,,,0,,, +powelab01,1886,2,CN2,AA,19,74,13,17,1,1,0,8,0,,4,,,0,,, +purcebl01,1886,1,BL2,AA,26,85,17,19,0,1,0,8,13,,17,,,2,,, +questjo01,1886,1,PH4,AA,42,150,14,31,4,1,0,10,5,,20,,,0,,, +quinnjo02,1886,1,SL5,NL,75,271,33,63,11,3,1,21,12,,8,31,,,,, +quinnto01,1886,1,PT1,AA,3,11,1,0,0,0,0,0,1,,0,,,0,,, +radboch01,1886,1,BSN,NL,66,253,30,60,5,1,2,22,5,,17,36,,,,, +radfopa01,1886,1,KCN,NL,122,493,78,113,17,5,0,20,39,,58,48,,,,, +ramseto01,1886,1,LS2,AA,67,241,29,58,8,1,0,28,1,,6,,,0,,, +reardje02,1886,1,SL5,NL,1,4,0,1,0,0,0,0,0,,0,2,,,,, +reardje02,1886,2,CN2,AA,1,3,0,0,0,0,0,0,0,,0,,,0,,, +recciph01,1886,1,LS2,AA,5,13,4,4,1,1,0,2,0,,3,,,1,,, +reilljo01,1886,1,CN2,AA,115,441,92,117,12,11,6,79,19,,31,,,5,,, +reipsch01,1886,1,NY4,AA,65,232,21,49,4,6,0,25,2,,9,,,1,,, +richada01,1886,1,NY1,NL,68,237,43,55,9,1,1,27,12,,17,21,,,,, +richaha01,1886,1,DTN,NL,125,538,125,189,27,11,11,61,42,,46,27,,,,, +richmle01,1886,1,CN2,AA,8,29,3,8,0,0,0,3,0,,3,,,0,,, +ringofr01,1886,1,PT1,AA,15,56,3,12,2,2,0,5,0,,1,,,0,,, +ringofr01,1886,2,KCN,NL,16,56,6,13,7,0,0,7,0,,5,10,,,,, +robinwi01,1886,1,PH4,AA,87,342,57,69,11,3,1,30,33,,21,,,3,,, +robinya01,1886,1,SL4,AA,133,481,89,132,26,9,3,71,51,,64,,,15,,, +rosemch01,1886,1,NY4,AA,134,559,90,127,19,10,5,53,6,,24,,,8,,, +roweda01,1886,1,KCN,NL,105,429,53,103,24,8,3,57,2,,15,43,,,,, +roweja01,1886,1,DTN,NL,111,468,97,142,21,9,6,87,12,,26,27,,,,, +ryanji01,1886,1,CHN,NL,84,327,58,100,17,6,4,53,10,,12,28,,,,, +schomot01,1886,1,PT1,AA,72,246,53,67,6,6,1,29,7,,57,,,4,,, +schripo01,1886,1,BR3,AA,8,21,2,1,0,0,0,0,0,,2,,,0,,, +scottmi01,1886,1,BL2,AA,137,484,48,92,11,4,2,52,11,,22,,,9,,, +seeryem01,1886,1,SL5,NL,126,453,73,108,22,6,2,48,24,,57,82,,,,, +shaffjo01,1886,1,NY4,AA,8,25,3,6,0,0,0,1,0,,4,,,0,,, +shaffor01,1886,1,PH4,AA,21,82,15,22,3,3,0,8,3,,8,,,0,,, +shawdu01,1886,1,WS8,NL,45,148,13,13,2,0,0,6,0,,14,44,,,,, +shindbi01,1886,1,DTN,NL,7,26,4,7,0,0,0,4,2,,0,5,,,,, +shochge01,1886,1,WS8,NL,26,95,11,28,2,1,1,18,2,,2,13,,,,, +smithbi03,1886,1,DTN,NL,10,38,2,7,2,0,0,4,0,,1,14,,,,, +smithel01,1886,1,CN2,AA,9,28,6,8,1,1,0,2,0,,9,,,0,,, +smithge01,1886,1,BR3,AA,105,426,66,105,17,6,2,45,22,,19,,,0,,, +smithph01,1886,1,DTN,NL,3,9,0,1,0,0,0,1,0,,0,3,,,,, +smithpo01,1886,1,PT1,AA,126,483,75,105,20,9,2,57,38,,42,,,6,,, +smithre01,1886,1,CN2,AA,1,4,1,1,0,0,0,0,0,,0,,,0,,, +smithre01,1886,2,PH4,AA,1,4,0,0,0,0,0,0,0,,0,,,0,,, +snydepo01,1886,1,CN2,AA,60,220,33,41,8,3,0,28,11,,13,,,3,,, +sommejo01,1886,1,BL2,AA,139,560,79,117,18,4,1,52,31,,24,,,3,,, +sowdele01,1886,1,BL2,AA,23,76,10,20,3,1,0,14,6,,12,,,0,,, +startjo01,1886,1,WS8,NL,31,122,10,27,4,1,0,17,4,,5,13,,,,, +stemmbi01,1886,1,BSN,NL,41,148,24,41,3,2,0,20,3,,12,17,,,,, +stephcl01,1886,1,CN2,AA,1,5,0,3,0,0,0,0,0,,0,,,0,,, +stoveha01,1886,1,PH4,AA,123,489,115,144,28,11,7,59,68,,64,,,1,,, +straujo02,1886,1,LS2,AA,74,297,36,64,5,6,1,31,25,,8,,,1,,, +straujo02,1886,2,BR3,AA,9,36,6,9,1,1,0,5,4,,1,,,0,,, +strikjo01,1886,1,PHI,NL,2,7,0,0,0,0,0,0,0,,0,4,,,,, +sullida01,1886,1,PT1,AA,1,4,0,0,0,0,0,0,0,,0,,,0,,, +sullito01,1886,1,LS2,AA,9,27,1,3,0,0,0,0,0,,4,,,0,,, +sundabi01,1886,1,CHN,NL,28,103,16,25,2,2,0,6,10,,7,26,,,,, +suttoez01,1886,1,BSN,NL,116,499,83,138,21,6,3,48,18,,26,21,,,,, +swarted01,1886,1,BR3,AA,122,471,95,132,13,10,3,58,37,,70,,,3,,, +sweench01,1886,1,SL5,NL,17,64,4,16,2,0,0,7,0,,3,10,,,,, +sylvelo01,1886,1,LS2,AA,45,154,41,35,5,3,0,17,3,,29,,,0,,, +sylvelo01,1886,2,CN2,AA,17,55,10,10,0,0,3,8,2,,7,,,1,,, +tatepo01,1886,1,BSN,NL,31,106,13,24,3,1,0,3,0,,7,17,,,,, +taylobi01,1886,1,BL2,AA,10,39,4,12,0,1,0,8,1,,1,,,0,,, +terreto01,1886,1,LS2,AA,1,4,0,1,0,0,0,0,0,,0,,,0,,, +terryad01,1886,1,BR3,AA,75,299,34,71,8,9,2,39,17,,10,,,1,,, +thompsa01,1886,1,DTN,NL,122,503,101,156,18,13,8,89,13,,35,31,,,,, +titcoca01,1886,1,PHI,NL,5,16,0,1,0,0,0,1,0,,0,5,,,,, +toolest01,1886,1,BR3,AA,14,57,7,20,4,0,0,9,3,,1,,,0,,, +traffbi01,1886,1,BL2,AA,25,85,15,18,0,1,0,7,8,,10,,,0,,, +twitcla01,1886,1,DTN,NL,4,16,0,1,0,0,0,0,0,,0,2,,,,, +vaughfa01,1886,1,CN2,AA,1,3,0,0,0,0,0,0,0,,0,,,1,,, +wardjo01,1886,1,NY1,NL,122,491,82,134,17,5,2,81,36,,19,46,,,,, +weavesa01,1886,1,PH4,AA,2,7,0,1,0,0,0,0,0,,0,,,0,,, +welchcu01,1886,1,SL4,AA,138,563,114,158,31,13,2,95,59,,29,,,14,,, +welchmi01,1886,1,NY1,NL,59,213,17,46,4,2,0,18,3,,7,47,,,,, +werrijo01,1886,1,LS2,AA,136,561,75,140,20,14,3,62,19,,33,,,2,,, +whitebi02,1886,1,LS2,AA,135,557,96,143,17,10,1,66,14,,37,,,1,,, +whitede01,1886,1,DTN,NL,124,491,65,142,19,5,1,76,9,,31,35,,,,, +whitewi01,1886,1,CN2,AA,3,9,1,1,0,0,0,1,0,,1,,,0,,, +whitnar01,1886,1,PT1,AA,136,511,70,122,13,4,0,55,15,,51,,,6,,, +whitnji01,1886,1,KCN,NL,67,247,25,59,13,3,2,23,5,,29,39,,,,, +wiedmst01,1886,1,KCN,NL,51,179,13,30,2,0,0,7,3,,5,46,,,,, +willine01,1886,1,CHN,NL,121,430,69,93,17,8,6,58,13,,80,71,,,,, +winkege01,1886,1,WS8,NL,1,5,0,1,0,0,0,0,0,,0,1,,,,, +wisebi01,1886,1,WS8,NL,1,3,0,0,0,0,0,0,0,,0,1,,,,, +wisesa01,1886,1,BSN,NL,96,387,71,112,19,12,4,72,31,,33,61,,,,, +wolfji01,1886,1,LS2,AA,130,545,93,148,17,12,3,61,23,,27,,,3,,, +woodge01,1886,1,PHI,NL,106,450,81,123,18,15,4,50,9,,23,75,,,,, +yingljo01,1886,1,WS8,NL,1,2,0,0,0,0,0,0,0,,0,1,,,,, +zay01,1886,1,BL2,AA,1,1,0,0,0,0,0,0,0,,0,,,0,,, +zeihehe01,1886,1,WS8,NL,6,21,0,0,0,0,0,0,0,,1,12,,,,, +zimmech01,1886,1,NY4,AA,6,19,1,3,0,0,0,1,0,,1,,,1,,, +allenmy01,1887,1,CL3,AA,117,463,66,128,22,10,4,77,26,,36,40,,5,,, +andreed01,1887,1,PHI,NL,104,464,110,151,19,7,4,67,57,,21,21,,3,,, +ansonca01,1887,1,CHN,NL,122,472,107,164,33,13,7,102,27,,60,18,,1,,, +arundtu01,1887,1,IN3,NL,43,157,13,31,4,0,0,13,8,,8,12,,1,,, +atkinal01,1887,1,PH4,AA,16,59,8,12,2,0,1,5,3,,5,12,,0,,, +baldwki01,1887,1,CN2,AA,96,388,46,98,15,10,1,57,13,,6,19,,4,,, +baldwla01,1887,1,DTN,NL,24,85,15,23,0,1,0,7,4,,10,6,,1,,, +baldwma01,1887,1,CHN,NL,41,139,18,26,1,1,4,17,4,,10,42,,0,,, +barklsa01,1887,1,PIT,NL,89,340,44,76,10,4,1,35,6,,30,24,,4,,, +bassech01,1887,1,IN3,NL,119,452,41,104,14,6,1,47,25,,25,31,,5,,, +bastich01,1887,1,PHI,NL,60,221,33,47,11,1,1,21,11,,19,29,,3,,, +beatied01,1887,1,DTN,NL,2,7,0,0,0,0,0,0,0,,0,4,,0,,, +becanbu01,1887,1,NY1,NL,1,5,0,0,0,0,0,0,0,,0,2,,0,,, +beeched01,1887,1,PIT,NL,41,169,15,41,8,0,2,22,8,,7,8,,2,,, +bennech01,1887,1,DTN,NL,46,160,26,39,6,5,3,20,7,,30,22,,0,,, +bierblo01,1887,1,PH4,AA,126,530,74,144,19,7,1,82,40,,13,12,,0,,, +bishobi01,1887,1,PIT,NL,3,9,0,0,0,0,0,0,0,,1,2,,0,,, +boylehe01,1887,1,IN3,NL,41,141,17,27,9,1,2,13,2,,9,18,,2,,, +boyleja01,1887,1,SL4,AA,88,350,48,66,3,1,2,41,7,,20,51,,2,,, +briodfa01,1887,1,DTN,NL,33,128,24,29,6,1,1,26,6,,9,10,,1,,, +broutda01,1887,1,DTN,NL,123,500,153,169,36,20,12,101,34,,71,9,,6,,, +brownpe01,1887,1,LS2,AA,134,547,137,220,35,16,4,118,103,,55,39,,8,,, +brownto01,1887,1,PIT,NL,47,192,30,47,3,4,0,6,12,,11,40,,1,,, +brownto01,1887,2,IN3,NL,36,140,20,25,3,0,2,9,13,,8,25,,1,,, +brownwi01,1887,1,NY1,NL,49,170,17,37,3,2,0,25,10,,10,15,,3,,, +buffich01,1887,1,PHI,NL,66,269,34,72,12,1,1,46,8,,11,3,,1,,, +burcher01,1887,1,BR3,AA,49,188,47,55,4,4,2,26,15,,29,14,,3,,, +burdoja01,1887,1,BSN,NL,65,237,36,61,6,0,0,29,19,,18,22,,4,,, +burkebi01,1887,1,DTN,NL,2,8,1,2,0,0,0,1,0,,0,1,,0,,, +burnsoy01,1887,1,BL2,AA,140,551,122,188,33,19,9,99,58,,63,47,,5,,, +burnsto01,1887,1,CHN,NL,115,424,57,112,20,10,3,60,32,,34,32,,1,,, +bushodo01,1887,1,SL4,AA,53,201,35,51,4,0,0,26,14,,11,10,,2,,, +cahiljo01,1887,1,IN3,NL,68,263,22,54,4,3,0,26,34,,9,5,,1,,, +careyro01,1887,1,NY1,NL,1,4,0,0,0,0,0,2,0,,0,1,,0,,, +carpehi01,1887,1,CN2,AA,127,498,70,124,12,6,1,50,44,,19,32,,4,,, +carrocl01,1887,1,WS8,NL,103,420,79,104,17,4,4,37,40,,17,30,,9,,, +carrofr01,1887,1,PIT,NL,102,421,71,138,24,15,6,54,23,,36,21,,2,,, +carrosc01,1887,1,CL3,AA,57,216,30,43,5,1,0,19,19,,15,27,,4,,, +carutbo01,1887,1,SL4,AA,98,364,102,130,23,11,8,73,49,,66,21,,6,,, +caseybi01,1887,1,PH4,AA,1,0,0,0,0,0,0,0,0,,0,0,,0,,, +caseyda01,1887,1,PHI,NL,45,164,22,27,3,0,1,17,1,,6,20,,0,,, +chambel01,1887,1,LS2,AA,37,131,14,26,1,1,1,16,2,,12,13,,0,,, +chapmfr01,1887,1,PH4,AA,1,2,0,0,0,0,0,0,0,,0,0,,0,,, +clarkbo01,1887,1,BR3,AA,48,177,24,47,3,1,0,18,15,,7,11,,1,,, +clarkjo01,1887,1,CHN,NL,63,215,40,52,5,5,6,25,6,,11,25,,0,,, +clemeja01,1887,1,PHI,NL,66,246,48,69,13,7,1,47,7,,9,24,,4,,, +colemjo01,1887,1,PIT,NL,115,475,75,139,21,11,2,54,25,,31,40,,1,,, +collibi01,1887,1,NY4,AA,1,4,0,1,0,0,0,0,0,,0,0,,0,,, +collihu01,1887,1,LS2,AA,130,559,122,162,22,8,1,66,71,,39,33,,2,,, +comisch01,1887,1,SL4,AA,125,538,139,180,22,5,4,103,117,,27,11,,7,,, +connoro01,1887,1,NY1,NL,127,471,113,134,26,22,17,104,43,,75,50,,8,,, +conwadi01,1887,1,BSN,NL,42,145,20,36,4,1,0,10,5,,16,16,,1,,, +conwape01,1887,1,DTN,NL,24,95,16,22,5,1,1,7,0,,2,9,,0,,, +cookpa01,1887,1,LS2,AA,61,223,34,55,4,2,0,17,15,,11,25,,4,,, +corcola01,1887,1,IN3,NL,3,10,2,2,0,0,0,0,2,,2,1,,0,,, +corkhpo01,1887,1,CN2,AA,128,541,79,168,19,11,5,97,30,,14,10,,4,,, +cranesa01,1887,1,WS8,NL,7,30,6,9,1,1,0,1,5,,1,6,,0,,, +crossam01,1887,1,LS2,AA,8,28,0,3,0,0,0,0,0,,1,0,,0,,, +crosscl01,1887,1,NY4,AA,16,55,9,11,2,1,0,5,0,,2,3,,3,,, +crossla01,1887,1,LS2,AA,54,203,32,54,8,3,0,26,15,,15,14,,1,,, +crowebi01,1887,1,CL3,AA,45,156,15,22,1,0,0,6,5,,10,43,,1,,, +cunnibe01,1887,1,BR3,AA,3,8,3,0,0,0,0,0,0,,2,2,,0,,, +cushmed01,1887,1,NY4,AA,26,93,14,23,4,2,0,9,2,,10,20,,2,,, +cusicto01,1887,1,PHI,NL,7,24,3,7,1,0,0,5,0,,3,1,,1,,, +dailyco01,1887,1,BSN,NL,36,120,12,19,5,0,0,13,7,,9,8,,2,,, +dailyed01,1887,1,PHI,NL,26,106,18,30,11,1,1,17,8,,3,9,,0,,, +dailyed01,1887,2,WS8,NL,78,311,39,78,6,10,2,36,26,,14,27,,1,,, +dailyhu01,1887,1,CL3,AA,16,58,1,4,0,0,0,1,0,,3,30,,0,,, +dalryab01,1887,1,PIT,NL,92,358,45,76,18,5,2,31,29,,45,43,,6,,, +dalyto01,1887,1,CHN,NL,74,256,45,53,10,4,2,17,29,,22,25,,0,,, +daniela01,1887,1,BL2,AA,48,165,23,41,5,1,0,32,7,,8,18,,1,,, +darlide01,1887,1,CHN,NL,38,141,28,45,7,4,3,20,19,,22,18,,0,,, +davisju01,1887,1,BL2,AA,130,485,81,150,23,19,8,109,49,,28,27,,5,,, +dealypa01,1887,1,WS8,NL,58,212,33,55,8,2,1,18,36,,8,8,,2,,, +deaslpa01,1887,1,NY1,NL,30,118,12,37,5,0,0,23,3,,9,7,,1,,, +dennyje01,1887,1,IN3,NL,122,510,86,165,34,12,11,97,29,,13,22,,3,,, +devliji02,1887,1,PHI,NL,2,6,2,2,0,0,0,0,0,,1,0,,0,,, +donahji01,1887,1,NY4,AA,60,220,33,62,4,1,1,29,6,,21,16,,2,,, +donneji01,1887,1,WS8,NL,117,425,51,85,9,6,1,46,42,,16,26,,3,,, +dorgami01,1887,1,NY1,NL,71,283,41,73,10,0,0,34,22,,15,20,,3,,, +dunlafr01,1887,1,DTN,NL,65,272,60,72,13,10,5,45,15,,25,12,,0,,, +esterdu01,1887,1,NY4,AA,26,101,11,17,1,0,0,7,8,,6,2,,1,,, +ewingbu01,1887,1,NY1,NL,77,318,83,97,17,13,6,44,26,,30,33,,3,,, +faganbi01,1887,1,NY4,AA,6,21,0,3,0,0,0,0,0,,0,7,,0,,, +farrasi01,1887,1,PHI,NL,116,443,83,125,20,9,4,72,24,,42,29,,10,,, +farreja02,1887,1,WS8,NL,87,339,40,75,14,9,0,41,31,,20,12,,1,,, +fast01,1887,1,IN3,NL,4,11,1,2,0,0,0,0,1,,0,3,,0,,, +fennefr01,1887,1,CN2,AA,134,526,133,140,15,16,8,97,74,,82,81,,4,,, +ferguch01,1887,1,PHI,NL,72,264,67,89,14,6,3,85,13,,34,19,,2,,, +fieldjo01,1887,1,PIT,NL,43,164,26,44,9,2,0,17,7,,7,13,,2,,, +flanaed01,1887,1,PH4,AA,19,80,12,20,5,0,1,10,3,,3,11,,1,,, +flintsi01,1887,1,CHN,NL,49,187,22,50,8,6,3,21,7,,4,28,,0,,, +flynned01,1887,1,CL3,AA,7,27,0,5,1,0,0,4,3,,1,7,,0,,, +flynnjo02,1887,1,CHN,NL,1,0,0,0,0,0,0,0,0,,0,0,,0,,, +fogarji01,1887,1,PHI,NL,126,495,113,129,26,12,8,50,102,,82,44,,10,,, +foutzda01,1887,1,SL4,AA,102,423,79,151,26,13,4,108,22,,23,20,,2,,, +fulmech02,1887,1,BL2,AA,56,201,52,54,11,4,0,32,35,,36,21,,1,,, +galvipu01,1887,1,PIT,NL,49,193,10,41,7,3,2,22,5,,2,47,,0,,, +ganzech01,1887,1,DTN,NL,57,227,40,59,6,5,0,20,3,,8,2,,1,,, +gardnbi01,1887,1,BL2,AA,4,11,2,3,0,0,0,1,0,,1,4,,0,,, +gardngi01,1887,1,IN3,NL,18,63,8,11,1,0,1,8,7,,12,11,,0,,, +geissem01,1887,1,CHN,NL,3,12,0,1,0,0,0,0,0,,0,7,,0,,, +georgbi01,1887,1,NY1,NL,13,53,6,9,0,0,0,5,2,,1,6,,0,,, +gerhajo01,1887,1,NY1,NL,1,4,0,0,0,0,0,0,0,,0,0,,0,,, +gerhajo01,1887,2,NY4,AA,85,307,40,68,13,2,0,27,15,,24,43,,1,,, +getzich01,1887,1,DTN,NL,43,156,19,29,4,5,1,14,2,,10,32,,1,,, +gilksbo01,1887,1,CL3,AA,22,83,12,26,2,0,0,13,5,,3,7,,2,,, +gillepe01,1887,1,NY1,NL,76,295,40,78,9,3,3,37,37,,12,21,,5,,, +gilliba01,1887,1,WS8,NL,28,90,7,18,2,0,1,6,2,,5,18,,0,,, +gilmofr01,1887,1,WS8,NL,28,93,4,6,0,0,0,1,2,,7,46,,1,,, +glassja01,1887,1,IN3,NL,122,483,91,142,18,7,0,40,62,,41,8,,10,,, +gleasbi01,1887,1,SL4,AA,135,598,135,172,19,1,0,76,23,,41,23,,8,,, +goodfmi01,1887,1,SL4,AA,1,4,0,0,0,0,0,0,0,,0,0,,0,,, +gorege01,1887,1,NY1,NL,111,459,95,133,16,5,1,49,39,,42,18,,7,,, +greenbi01,1887,1,BL2,AA,118,495,114,130,16,6,0,65,71,,54,25,,1,,, +greered01,1887,1,PH4,AA,3,11,1,2,0,0,0,0,2,,0,3,,0,,, +greered01,1887,2,BR3,AA,91,327,49,83,13,2,2,48,33,,25,31,,6,,, +griffmi01,1887,1,BL2,AA,136,532,142,160,32,13,3,94,94,,55,17,,8,,, +grubehe01,1887,1,DTN,NL,7,24,3,4,0,1,0,0,0,,6,6,,0,,, +gunnito01,1887,1,PHI,NL,28,104,22,27,6,1,1,16,18,,5,6,,2,,, +hackeme01,1887,1,IN3,NL,42,147,12,35,6,3,2,10,4,,7,24,,2,,, +hallch01,1887,1,NY4,AA,3,12,1,1,0,0,0,0,1,,2,3,,0,,, +hankifr01,1887,1,NY4,AA,127,512,79,137,29,11,1,71,19,,38,43,,0,,, +hanlone01,1887,1,DTN,NL,118,471,79,129,13,7,4,69,69,,30,24,,2,,, +harkijo01,1887,1,BR3,AA,27,98,10,23,5,0,0,16,4,,7,11,,1,,, +hartbi01,1887,1,PH4,AA,3,13,0,1,0,0,0,0,0,,0,2,,0,,, +hatfigi01,1887,1,NY1,NL,2,7,2,3,1,0,0,3,0,,0,1,,0,,, +hayesja01,1887,1,BL2,AA,8,28,2,4,3,0,0,3,0,,0,4,,0,,, +healyjo01,1887,1,IN3,NL,41,138,14,24,4,2,3,14,7,,4,42,,2,,, +heckegu01,1887,1,LS2,AA,91,370,89,118,21,6,4,50,48,,31,38,,6,,, +hempdu01,1887,1,LS2,AA,1,3,1,1,1,0,0,0,0,,1,0,,0,,, +hendeha01,1887,1,BR3,AA,13,41,10,5,0,0,0,3,1,,6,6,,1,,, +herred01,1887,1,CL3,AA,11,44,6,12,2,0,0,6,2,,6,5,,0,,, +hinespa01,1887,1,WS8,NL,123,478,83,147,32,5,10,72,46,,48,24,,8,,, +hoganed02,1887,1,NY4,AA,32,120,22,24,6,1,0,5,12,,30,26,,3,,, +holbebi01,1887,1,NY4,AA,69,255,20,58,4,3,0,32,12,,7,23,,0,,, +hornujo01,1887,1,BSN,NL,98,437,85,118,10,6,5,49,41,,17,28,,3,,, +hotalpe01,1887,1,CL3,AA,126,505,108,151,28,13,3,94,43,,53,46,,7,,, +houcksa01,1887,1,NY4,AA,10,33,3,5,1,0,0,0,2,,3,2,,1,,, +hudsona01,1887,1,SL4,AA,13,48,7,12,2,1,0,3,0,,4,6,,0,,, +irwinar01,1887,1,PHI,NL,100,374,65,95,14,8,2,56,19,,48,26,,3,,, +irwinjo01,1887,1,WS8,NL,8,31,6,11,2,0,2,3,6,,3,6,,1,,, +jackshe01,1887,1,IN3,NL,10,38,1,10,1,0,0,3,2,,0,12,,0,,, +johnsbi01,1887,1,IN3,NL,11,42,3,8,0,0,0,3,5,,0,6,,1,,, +johnsdi01,1887,1,BSN,NL,127,507,87,131,13,20,5,77,52,,16,35,,0,,, +jonesch01,1887,1,CN2,AA,41,153,28,48,7,4,2,40,7,,19,12,,3,,, +jonesch01,1887,2,NY4,AA,62,247,30,63,11,3,3,29,8,,12,15,,6,,, +kappehe01,1887,1,CN2,AA,23,78,11,22,3,2,0,15,3,,2,16,,1,,, +keatibo01,1887,1,BL2,AA,1,4,0,1,0,0,0,0,0,,0,3,,0,,, +keefege01,1887,1,WS8,NL,1,3,0,0,0,0,0,0,0,,0,0,,0,,, +keefeti01,1887,1,NY1,NL,56,191,27,42,7,6,2,23,2,,20,41,,0,,, +keenaji01,1887,1,CN2,AA,47,174,19,44,4,1,0,17,7,,11,17,,1,,, +kellyki01,1887,1,BSN,NL,116,484,120,156,34,11,8,63,84,,55,40,,1,,, +kerinjo01,1887,1,LS2,AA,112,476,101,140,18,19,5,57,49,,38,26,,2,,, +kilroma01,1887,1,BL2,AA,72,239,46,59,5,6,0,25,12,,31,19,,1,,, +kingsi01,1887,1,SL4,AA,62,222,28,46,6,1,0,19,10,,24,42,,0,,, +kinslto01,1887,1,NY4,AA,2,6,0,0,0,0,0,0,0,,0,3,,0,,, +kirbyjo01,1887,1,IN3,NL,8,29,3,4,0,1,0,2,0,,0,7,,0,,, +kirbyjo01,1887,2,CL3,AA,5,18,0,3,0,1,0,0,0,,0,5,,0,,, +knoufed01,1887,1,BL2,AA,9,31,4,9,0,0,0,3,1,,1,9,,0,,, +knoufed01,1887,2,SL4,AA,15,56,4,10,1,2,0,6,1,,1,14,,1,,, +knowlji01,1887,1,NY4,AA,16,60,12,15,1,1,0,6,6,,1,2,,0,,, +kriegbi01,1887,1,WS8,NL,25,95,9,24,4,1,2,17,2,,7,5,,1,,, +kuehnbi01,1887,1,PIT,NL,102,402,68,120,18,15,1,41,17,,14,39,,1,,, +larkihe01,1887,1,PH4,AA,126,497,105,154,22,12,3,88,37,,48,13,,8,,, +lathaar01,1887,1,SL4,AA,136,627,163,198,35,10,2,83,129,,45,29,,5,,, +leitndo01,1887,1,IN3,NL,8,27,3,4,0,0,0,0,1,,0,5,,0,,, +lynchja01,1887,1,NY4,AA,23,83,4,14,1,0,0,6,3,,7,18,,2,,, +lyonsde01,1887,1,PH4,AA,137,570,128,209,43,14,6,102,73,,47,16,,6,,, +lyonsha01,1887,1,PHI,NL,1,4,0,0,0,0,0,0,0,,1,0,,0,,, +lyonsha01,1887,2,SL4,AA,2,8,2,1,0,0,0,1,2,,0,1,,0,,, +mackco01,1887,1,WS8,NL,82,314,35,63,6,1,0,20,26,,8,17,,3,,, +mackre01,1887,1,LS2,AA,128,478,117,147,23,8,1,69,22,,83,63,,5,,, +maddeki01,1887,1,BSN,NL,37,132,23,32,2,3,1,10,6,,12,17,,2,,, +mannfr01,1887,1,CL3,AA,64,259,45,80,15,7,2,41,25,,23,24,,9,,, +mannfr01,1887,2,PH4,AA,55,229,42,63,14,6,0,32,16,,15,18,,6,,, +manniji01,1887,1,DTN,NL,13,52,5,10,1,0,0,3,3,,5,4,,1,,, +mathebo01,1887,1,PH4,AA,7,25,5,5,0,0,0,0,0,,4,3,,0,,, +mattimi01,1887,1,NY1,NL,8,32,5,8,1,0,0,4,1,,0,6,,0,,, +maulal01,1887,1,PHI,NL,16,56,15,17,2,2,1,4,5,,15,10,,0,,, +maysal01,1887,1,NY4,AA,62,221,23,45,15,4,2,23,7,,10,25,,1,,, +mccarto01,1887,1,PHI,NL,18,70,7,13,4,0,0,6,15,,2,5,,1,,, +mcclebi01,1887,1,BR3,AA,136,548,109,144,24,6,1,53,70,,80,45,,6,,, +mccorji01,1887,1,PIT,NL,36,136,12,33,7,0,0,18,9,,2,0,,0,,, +mcgarch01,1887,1,PH4,AA,137,536,93,158,23,6,1,63,84,,23,67,,2,,, +mcgeaja01,1887,1,IN3,NL,99,405,49,109,17,3,1,56,27,,5,16,,1,,, +mcginju01,1887,1,CN2,AA,8,31,8,6,2,1,0,2,1,,1,1,,1,,, +mcglojo01,1887,1,CL3,AA,21,79,14,20,2,1,0,10,15,,7,6,,3,,, +mcguide01,1887,1,PHI,NL,41,150,22,46,6,6,2,23,3,,11,8,,2,,, +mckeaed01,1887,1,CL3,AA,132,539,97,154,16,13,2,54,76,,60,32,,1,,, +mckinal01,1887,1,PIT,NL,48,200,26,68,16,4,1,30,6,,8,9,,0,,, +mclauba01,1887,1,PHI,NL,50,205,26,45,8,3,1,26,2,,11,27,,1,,, +mcmulge01,1887,1,NY4,AA,3,12,2,1,0,0,0,1,0,,0,1,,0,,, +mcphebi01,1887,1,CN2,AA,129,540,137,156,20,19,2,87,95,,55,30,,5,,, +mctamji01,1887,1,BR3,AA,134,520,123,134,22,10,1,68,66,,76,34,,12,,, +meistjo01,1887,1,NY4,AA,39,158,24,35,6,2,1,21,9,,16,12,,2,,, +milledo01,1887,1,PIT,NL,87,342,58,83,17,4,1,34,33,,35,13,,2,,, +millijo01,1887,1,PH4,AA,95,377,54,114,27,4,2,50,8,,21,30,,3,,, +moffesa01,1887,1,IN3,NL,11,41,6,5,1,0,0,1,2,,1,6,,0,,, +morried01,1887,1,PIT,NL,38,126,15,25,2,0,0,10,1,,5,16,,2,,, +morriha01,1887,1,IN3,NL,7,26,4,3,0,0,0,3,2,,2,4,,0,,, +morrijo01,1887,1,BSN,NL,127,504,79,141,32,6,12,81,19,,37,86,,1,,, +morrijo03,1887,1,NY4,AA,9,34,7,4,0,0,0,3,0,,6,4,,1,,, +morrimi01,1887,1,CL3,AA,41,141,23,27,3,2,0,12,5,,11,32,,1,,, +mullato01,1887,1,CN2,AA,56,199,35,44,6,3,3,23,20,,16,24,,4,,, +mulvejo01,1887,1,PHI,NL,111,474,93,136,21,6,2,78,43,,21,14,,3,,, +munyajo01,1887,1,CL3,AA,16,58,9,14,1,1,0,6,4,,3,18,,0,,, +murphjo02,1887,1,SL4,AA,1,6,2,1,0,0,0,0,0,,0,0,,0,,, +murphpa01,1887,1,NY1,NL,17,56,4,12,2,0,0,4,1,,2,4,,0,,, +myersal01,1887,1,WS8,NL,105,362,45,84,9,5,2,36,18,,40,26,,2,,, +myersge01,1887,1,IN3,NL,69,235,25,51,8,1,1,20,26,,22,7,,5,,, +nashbi01,1887,1,BSN,NL,121,475,100,140,24,12,6,94,43,,60,30,,2,,, +nealejo01,1887,1,LS2,AA,5,19,3,1,0,0,0,1,1,,3,1,,0,,, +nelsoca01,1887,1,NY4,AA,68,257,61,63,5,1,0,24,29,,48,11,,8,,, +nelsoca01,1887,2,NY1,NL,1,2,0,0,0,0,0,0,0,,0,1,,0,,, +nicolhu01,1887,1,CN2,AA,125,475,122,102,18,2,1,34,138,,86,47,,5,,, +obriebi01,1887,1,WS8,NL,113,453,71,126,16,12,19,73,11,,21,17,,5,,, +obrieda01,1887,1,NY4,AA,127,522,97,157,30,13,5,73,49,,40,42,,4,,, +obrieja01,1887,1,BR3,AA,30,123,18,28,4,1,1,17,8,,6,7,,0,,, +obriepe01,1887,1,WS8,NL,1,4,0,0,0,0,0,0,0,,0,2,,0,,, +obrieto01,1887,1,NY4,AA,31,129,13,25,3,2,0,18,10,,2,14,,1,,, +oconnja01,1887,1,CN2,AA,12,40,4,4,0,0,0,1,3,,2,0,,0,,, +odayha01,1887,1,WS8,NL,36,116,10,23,3,0,0,7,1,,7,15,,0,,, +oneilfr01,1887,1,NY4,AA,6,26,4,8,1,1,0,3,3,,1,4,,1,,, +oneilti01,1887,1,SL4,AA,124,517,167,225,52,19,14,123,30,,50,20,,5,,, +orourji01,1887,1,NY1,NL,103,397,73,113,15,13,3,88,46,,36,11,,5,,, +orourto01,1887,1,BSN,NL,22,78,12,12,3,0,0,10,4,,7,6,,1,,, +orrda01,1887,1,NY4,AA,84,345,63,127,25,10,2,66,17,,22,21,,1,,, +otterbi01,1887,1,BR3,AA,30,100,16,20,4,1,2,15,8,,8,17,,0,,, +parsoch01,1887,1,NY4,AA,4,15,3,3,0,0,0,0,1,,1,0,,0,,, +pechige01,1887,1,CL3,AA,10,36,6,9,1,0,0,2,0,,2,6,,0,,, +peoplji01,1887,1,BR3,AA,73,268,36,68,14,2,1,38,22,,16,19,,4,,, +pettibo01,1887,1,CHN,NL,32,138,29,36,3,3,2,12,16,,8,15,,0,,, +pfefffr01,1887,1,CHN,NL,123,479,95,133,21,6,16,89,57,,34,20,,1,,, +phillbi01,1887,1,BR3,AA,132,533,82,142,34,11,2,101,16,,45,30,,6,,, +pikeli01,1887,1,NY4,AA,1,4,0,0,0,0,0,0,0,,0,2,,0,,, +pinknge01,1887,1,BR3,AA,138,580,133,155,26,6,3,69,59,,61,20,,6,,, +polhema01,1887,1,IN3,NL,20,75,6,18,1,0,0,8,4,,2,9,,0,,, +poormto01,1887,1,PH4,AA,135,585,140,155,18,19,4,61,88,,35,46,,10,,, +portehe01,1887,1,BR3,AA,40,146,16,29,2,4,1,12,6,,10,21,,0,,, +purcebl01,1887,1,BL2,AA,140,567,101,142,25,8,4,96,88,,46,38,,10,,, +pylesh01,1887,1,CHN,NL,4,16,1,3,1,0,1,4,1,,0,0,,0,,, +radboch01,1887,1,BSN,NL,51,175,25,40,2,2,1,24,6,,18,21,,2,,, +radfopa01,1887,1,NY4,AA,128,486,127,129,15,5,4,45,73,,106,40,,6,,, +rainejo01,1887,1,NY1,NL,17,58,6,17,3,0,0,12,0,,5,6,,0,,, +ramseto01,1887,1,LS2,AA,65,225,19,43,4,0,0,24,2,,19,9,,0,,, +recciph01,1887,1,LS2,AA,11,37,9,9,2,0,0,4,3,,8,2,,1,,, +recciph01,1887,2,CL3,AA,62,229,23,47,6,3,0,29,9,,24,24,,5,,, +reilljo01,1887,1,CN2,AA,134,551,106,170,35,14,10,96,50,,22,29,,15,,, +reipsch01,1887,1,CL3,AA,63,231,20,49,8,3,0,17,7,,11,7,,1,,, +richada01,1887,1,NY1,NL,122,450,79,125,19,10,3,62,41,,36,25,,4,,, +richaha01,1887,1,DTN,NL,120,543,131,178,25,18,8,94,29,,31,40,,2,,, +roachjo01,1887,1,NY1,NL,1,4,0,1,0,0,0,1,0,,0,1,,0,,, +robinwi01,1887,1,PH4,AA,68,264,28,60,6,2,1,24,15,,14,15,,1,,, +robinya01,1887,1,SL4,AA,125,430,102,131,32,4,1,74,75,,92,49,,17,,, +rosemch01,1887,1,PH4,AA,21,73,16,16,2,1,0,8,3,,10,9,,5,,, +rosemch01,1887,2,NY4,AA,60,241,30,55,10,1,1,27,3,,9,18,,3,,, +rosemch01,1887,3,BR3,AA,1,3,2,1,0,0,0,1,0,,0,0,,1,,, +roweja01,1887,1,DTN,NL,124,537,135,171,30,10,6,96,22,,39,11,,3,,, +roxbuji01,1887,1,PH4,AA,2,8,0,1,0,0,0,0,0,,0,1,,0,,, +ryancy01,1887,1,NY4,AA,8,32,4,7,1,0,0,3,1,,3,2,,0,,, +ryanji01,1887,1,CHN,NL,126,508,117,145,23,10,11,74,50,,53,19,,6,,, +sayji01,1887,1,CL3,AA,16,64,9,24,5,3,0,12,0,,1,9,,0,,, +scheifr01,1887,1,CL3,AA,3,9,2,2,0,0,0,0,0,,2,1,,0,,, +schomot01,1887,1,IN3,NL,112,419,91,129,18,16,5,83,21,,56,32,,6,,, +seeryem01,1887,1,IN3,NL,122,465,104,104,18,15,4,28,48,,71,68,,4,,, +seradbi01,1887,1,CN2,AA,22,79,9,14,1,2,0,5,0,,3,10,,0,,, +sewared01,1887,1,PH4,AA,74,266,31,50,10,0,5,28,14,,16,36,,2,,, +shaffjo01,1887,1,NY4,AA,13,48,4,8,1,1,0,3,1,,1,13,,0,,, +shawdu01,1887,1,WS8,NL,21,70,7,13,2,0,0,3,1,,8,14,,0,,, +sheami01,1887,1,CN2,AA,2,8,1,2,0,0,0,0,0,,1,0,,0,,, +shindbi01,1887,1,DTN,NL,22,84,17,24,3,2,0,12,13,,7,10,,0,,, +shochge01,1887,1,WS8,NL,70,264,47,63,9,1,1,18,29,,21,16,,4,,, +shrevle01,1887,1,BL2,AA,6,24,3,4,0,1,0,2,1,,1,3,,0,,, +shrevle01,1887,2,IN3,NL,14,49,6,13,1,0,0,4,2,,3,4,,0,,, +simonha01,1887,1,CL3,AA,3,10,1,1,0,0,0,0,0,,0,3,,0,,, +smithel01,1887,1,CN2,AA,52,186,26,47,10,6,0,23,5,,11,16,,1,,, +smithge01,1887,1,BR3,AA,103,435,79,128,19,16,4,72,26,,13,18,,1,,, +smithph01,1887,1,BL2,AA,64,205,37,48,7,6,1,18,7,,26,11,,1,,, +smithpo01,1887,1,PIT,NL,122,456,69,98,12,7,2,54,30,,30,48,,13,,, +snydepo01,1887,1,CL3,AA,74,282,33,72,12,6,0,27,5,,9,38,,1,,, +sommejo01,1887,1,BL2,AA,131,463,88,123,11,5,0,65,29,,63,36,,4,,, +sommepe01,1887,1,NY4,AA,33,116,9,21,3,0,1,12,6,,7,19,,1,,, +sowdejo01,1887,1,IN3,NL,1,2,0,0,0,0,0,0,0,,0,1,,0,,, +spragch01,1887,1,CHN,NL,3,13,0,2,0,0,0,0,0,,0,2,,0,,, +stemmbi01,1887,1,BSN,NL,15,47,5,12,0,2,1,9,0,,3,9,,1,,, +stoveha01,1887,1,PH4,AA,124,497,125,142,31,12,4,77,74,,56,38,,7,,, +striccu01,1887,1,CL3,AA,131,534,122,141,19,4,2,53,86,,53,16,,3,,, +sullima01,1887,1,CHN,NL,115,472,98,134,13,16,7,77,35,,36,53,,4,,, +sundabi01,1887,1,CHN,NL,50,199,41,58,6,6,3,32,34,,21,20,,1,,, +suttoez01,1887,1,BSN,NL,77,326,61,99,14,9,3,46,17,,13,6,,6,,, +swababi01,1887,1,NY1,NL,2,7,0,0,0,0,0,0,0,,0,4,,0,,, +swarted01,1887,1,BR3,AA,91,363,72,92,14,8,1,54,29,,46,41,,3,,, +sweench01,1887,1,CL3,AA,36,133,22,30,4,4,0,19,11,,21,16,,0,,, +sylvelo01,1887,1,SL4,AA,29,112,20,25,4,3,1,18,13,,13,24,,1,,, +tatepo01,1887,1,BSN,NL,60,231,34,60,5,3,0,27,7,,8,9,,4,,, +taylobi01,1887,1,PH4,AA,1,4,0,1,0,0,0,1,0,,0,0,,0,,, +tebeage01,1887,1,CN2,AA,85,318,57,94,12,5,4,33,37,,31,31,,3,,, +tebeapa01,1887,1,CHN,NL,20,68,8,11,3,0,0,10,8,,4,4,,0,,, +terryad01,1887,1,BR3,AA,86,352,56,103,6,10,3,65,27,,16,19,,0,,, +thompsa01,1887,1,DTN,NL,127,545,118,203,29,23,10,166,22,,32,19,,9,,, +tiernmi01,1887,1,NY1,NL,103,407,82,117,13,12,10,62,28,,32,31,,3,,, +titcoca01,1887,1,PH4,AA,3,10,0,0,0,0,0,0,0,,2,7,,0,,, +titcoca01,1887,2,NY1,NL,9,29,1,2,0,0,0,1,1,,1,9,,0,,, +toolest01,1887,1,BR3,AA,26,103,19,24,6,0,1,13,4,,3,11,,0,,, +townsge01,1887,1,PH4,AA,31,109,12,21,3,0,0,14,8,,3,1,,0,,, +toyji01,1887,1,CL3,AA,109,423,56,94,20,5,1,56,8,,17,40,,2,,, +trottsa01,1887,1,BL2,AA,85,300,44,77,16,3,0,37,8,,27,10,,2,,, +tucketo01,1887,1,BL2,AA,136,524,114,144,15,9,6,84,85,,29,45,,29,,, +twitcla01,1887,1,DTN,NL,65,264,44,88,14,6,0,51,12,,8,19,,2,,, +vanhage01,1887,1,CHN,NL,45,172,30,35,4,0,3,17,12,,15,15,,1,,, +veachpe01,1887,1,LS2,AA,1,3,0,0,0,0,0,0,0,,1,0,,0,,, +wardjo01,1887,1,NY1,NL,129,545,114,184,16,5,1,53,111,,29,12,,4,,, +watsomo01,1887,1,CN2,AA,2,8,1,1,0,0,0,0,0,,1,2,,1,,, +welchcu01,1887,1,SL4,AA,131,544,98,151,32,7,3,108,89,,25,21,,11,,, +welchmi01,1887,1,NY1,NL,41,148,16,36,4,2,2,15,2,,6,1,,1,,, +werrijo01,1887,1,LS2,AA,136,533,90,152,21,13,7,99,49,,38,49,,3,,, +weyhigu01,1887,1,PH4,AA,57,209,19,42,6,1,0,16,8,,6,39,,0,,, +wheelbo01,1887,1,BSN,NL,48,166,32,42,4,2,2,15,20,,15,15,,0,,, +whitebi02,1887,1,LS2,AA,132,512,85,129,7,9,2,79,41,,47,36,,0,,, +whitede01,1887,1,DTN,NL,111,449,71,136,20,11,3,75,20,,26,15,,9,,, +whitnar01,1887,1,PIT,NL,119,431,57,112,11,4,0,51,10,,55,18,,2,,, +whitnji01,1887,1,WS8,NL,54,201,29,53,9,6,2,22,10,,18,24,,0,,, +widnewi01,1887,1,CN2,AA,1,4,0,1,0,0,0,1,0,,0,2,,0,,, +wiedmst01,1887,1,DTN,NL,21,82,12,17,2,0,1,11,6,,3,3,,0,,, +wiedmst01,1887,2,NY4,AA,14,46,5,7,1,1,0,1,2,,4,2,,0,,, +wiedmst01,1887,3,NY1,NL,1,3,0,1,0,0,0,0,0,,0,0,,0,,, +willine01,1887,1,CHN,NL,127,439,77,117,20,14,9,78,45,,73,57,,5,,, +wisesa01,1887,1,BSN,NL,113,467,103,156,27,17,9,92,43,,36,44,,7,,, +wolfji01,1887,1,LS2,AA,137,569,103,160,27,13,2,102,45,,34,19,,8,,, +woodge01,1887,1,PHI,NL,113,491,118,142,22,19,14,66,19,,40,51,,6,,, +wrighbi01,1887,1,WS8,NL,1,3,0,2,0,0,0,0,0,,0,0,,0,,, +zimmech01,1887,1,CL3,AA,14,52,9,12,5,0,0,4,1,,4,4,,1,,, +albergu01,1888,1,CL3,AA,102,364,51,75,10,6,1,48,26,,41,56,,7,,, +allenmy01,1888,1,KC2,AA,37,136,23,29,6,4,0,10,4,,9,14,,1,,, +andreed01,1888,1,PHI,NL,124,528,75,126,14,4,3,44,35,,21,41,,3,,, +andrewa01,1888,1,LS2,AA,26,93,12,18,6,3,0,6,5,,13,25,,0,,, +ansonca01,1888,1,CHN,NL,134,515,101,177,20,12,12,84,28,,47,24,,1,,, +arundtu01,1888,1,WS8,NL,17,51,2,10,0,1,0,3,1,,5,10,,0,,, +bakelje01,1888,1,CL3,AA,61,194,19,26,0,1,1,9,1,,26,68,,1,,, +baldwki01,1888,1,CN2,AA,67,271,27,59,11,3,1,25,4,,3,33,,3,,, +baldwla01,1888,1,DTN,NL,6,23,5,6,0,0,0,3,0,,3,3,,0,,, +baldwma01,1888,1,CHN,NL,30,106,11,16,1,2,1,5,4,,5,47,,1,,, +banniji01,1888,1,WS8,NL,1,0,0,0,0,0,0,0,0,,0,0,,0,,, +barklsa01,1888,1,KC2,AA,116,482,67,104,21,6,4,51,15,,26,51,,4,,, +bassech01,1888,1,IN3,NL,128,481,58,116,20,3,2,60,24,,32,41,,6,,, +bastich01,1888,1,PHI,NL,80,275,30,53,4,1,1,17,12,,27,41,,7,,, +beatied01,1888,1,DTN,NL,16,56,8,14,1,2,2,9,1,,6,8,,0,,, +becklja01,1888,1,PIT,NL,71,283,35,97,15,3,0,27,20,,7,22,,2,,, +bennech01,1888,1,DTN,NL,74,258,32,68,12,4,5,29,4,,31,40,,2,,, +bierblo01,1888,1,PH4,AA,134,535,83,143,20,9,0,80,34,,25,13,,1,,, +blairbi01,1888,1,PH4,AA,4,13,1,4,1,0,0,1,0,,1,4,,0,,, +blighne01,1888,1,CN2,AA,3,5,0,0,0,0,0,0,0,,0,1,,0,,, +borchge01,1888,1,CHN,NL,10,33,3,2,2,0,0,2,1,,1,13,,0,,, +boylehe01,1888,1,IN3,NL,37,125,13,18,2,0,1,6,1,,6,31,,1,,, +boyleja01,1888,1,SL4,AA,71,257,33,62,8,1,1,23,11,,13,40,,3,,, +bradlge01,1888,1,BL2,AA,1,3,0,0,0,0,0,0,0,,0,2,,0,,, +brennji01,1888,1,KC2,AA,34,118,5,20,2,0,0,6,3,,3,9,,2,,, +briodfa01,1888,1,KC2,AA,13,48,1,10,1,0,0,8,0,,1,6,,0,,, +brougca01,1888,1,DTN,NL,1,4,0,0,0,0,0,0,0,,0,0,,0,,, +broutda01,1888,1,DTN,NL,129,522,118,160,33,11,9,66,34,,68,13,,12,,, +brownpe01,1888,1,LS2,AA,99,383,58,120,22,8,3,72,36,,37,38,,4,,, +brownto01,1888,1,BSN,NL,107,420,62,104,10,7,9,49,46,,30,68,,1,,, +brownwi01,1888,1,NY1,NL,20,59,4,16,1,0,0,6,1,,1,8,,0,,, +brynato01,1888,1,CHN,NL,3,11,1,2,0,1,0,1,0,,0,3,,0,,, +buckldi01,1888,1,IN3,NL,71,260,28,71,9,3,5,22,4,,6,24,,0,,, +buffich01,1888,1,PHI,NL,46,160,14,29,4,1,0,12,1,,7,5,,0,,, +burdibi01,1888,1,IN3,NL,21,68,6,10,0,0,0,1,0,,2,11,,2,,, +burdoja01,1888,1,BSN,NL,22,79,5,16,0,0,0,4,1,,2,5,,1,,, +burdoja01,1888,2,BR3,AA,70,246,15,30,1,2,1,8,9,,8,39,,5,,, +burnehe01,1888,1,LS2,AA,1,4,1,0,0,0,0,0,1,,1,4,,0,,, +burnsji01,1888,1,KC2,AA,15,66,13,20,0,0,0,4,6,,1,3,,3,,, +burnsoy01,1888,1,BL2,AA,79,325,54,97,18,9,4,42,23,,24,13,,1,,, +burnsoy01,1888,2,BR3,AA,52,204,40,58,9,6,2,25,21,,14,7,,3,,, +burnsto01,1888,1,CHN,NL,134,483,60,115,12,6,3,70,34,,26,49,,3,,, +bushodo01,1888,1,BR3,AA,69,253,23,53,5,1,0,16,9,,5,18,,2,,, +campaco01,1888,1,DTN,NL,70,251,28,51,5,3,1,18,27,,19,36,,0,,, +cantzba01,1888,1,BL2,AA,37,126,7,21,2,1,0,9,0,,2,18,,0,,, +carpehi01,1888,1,CN2,AA,136,551,68,147,14,5,3,67,59,,5,51,,5,,, +carrocl01,1888,1,PIT,NL,5,20,1,0,0,0,0,0,2,,0,8,,0,,, +carrofr01,1888,1,PIT,NL,97,366,62,91,14,5,2,48,18,,32,31,,10,,, +carutbo01,1888,1,BR3,AA,94,335,58,77,10,5,5,53,23,,45,40,,4,,, +caseyda01,1888,1,PHI,NL,33,118,11,18,2,1,0,5,2,,3,28,,0,,, +chambel01,1888,1,LS2,AA,26,94,11,18,4,2,0,3,8,,6,7,,0,,, +chambel01,1888,2,SL4,AA,14,50,6,5,0,0,1,2,3,,3,7,,2,,, +childcu01,1888,1,PHI,NL,2,4,0,0,0,0,0,0,0,,0,0,,0,,, +clarkbo01,1888,1,BR3,AA,45,150,23,36,5,3,1,20,11,,9,8,,2,,, +clarkda01,1888,1,CHN,NL,2,7,4,2,0,1,1,2,0,,1,2,,0,,, +clarkjo01,1888,1,BSN,NL,55,205,20,40,9,1,1,17,5,,7,48,,0,,, +clemeja01,1888,1,PHI,NL,86,326,26,80,8,4,1,32,3,,10,36,,4,,, +cleveel01,1888,1,NY1,NL,9,34,6,8,0,2,2,7,1,,3,1,,0,,, +cleveel01,1888,2,PIT,NL,30,108,10,24,2,1,2,9,3,,5,23,,2,,, +clinemo01,1888,1,KC2,AA,73,293,45,69,13,2,0,19,29,,20,27,,2,,, +colemjo01,1888,1,PIT,NL,116,438,49,101,11,4,0,26,15,,29,52,,4,,, +collihu01,1888,1,LS2,AA,116,485,117,149,26,11,2,50,62,,41,48,,4,,, +collihu01,1888,2,BR3,AA,12,42,16,13,5,1,0,3,9,,9,7,,1,,, +comisch01,1888,1,SL4,AA,137,576,102,157,22,5,6,83,72,,12,37,,4,,, +connoro01,1888,1,NY1,NL,134,481,98,140,15,17,14,71,27,,73,44,,4,,, +conwadi01,1888,1,BSN,NL,7,25,2,4,0,0,0,1,0,,1,6,,0,,, +conwape01,1888,1,DTN,NL,45,167,28,46,4,2,3,23,1,,8,25,,3,,, +cookpa01,1888,1,LS2,AA,57,185,20,34,2,0,0,13,9,,5,33,,4,,, +corkhpo01,1888,1,CN2,AA,118,490,68,133,11,9,1,74,27,,15,14,,4,,, +corkhpo01,1888,2,BR3,AA,19,71,17,27,4,3,1,19,3,,4,5,,2,,, +craneed01,1888,1,NY1,NL,12,37,3,6,2,0,1,2,1,,3,11,,0,,, +crossjo01,1888,1,LS2,AA,1,1,0,0,0,0,0,0,0,,0,1,,0,,, +crossla01,1888,1,LS2,AA,46,180,20,41,3,0,0,15,10,,2,10,,1,,, +crowebi01,1888,1,CL3,AA,18,58,5,5,2,0,0,3,1,,3,24,,0,,, +crowebi01,1888,2,LS2,AA,1,3,0,0,0,0,0,0,1,,1,0,,0,,, +cunnibe01,1888,1,BL2,AA,51,177,17,33,3,2,1,9,2,,5,39,,2,,, +dailyco01,1888,1,IN3,NL,57,202,14,44,6,1,0,14,15,,10,28,,0,,, +dailyed01,1888,1,WS8,NL,110,453,56,102,8,4,7,39,44,,7,42,,1,,, +dalryab01,1888,1,PIT,NL,57,227,19,50,9,2,0,14,7,,6,28,,2,,, +dalyto01,1888,1,CHN,NL,65,219,34,42,2,6,0,29,10,,10,26,,1,,, +daniela01,1888,1,KC2,AA,61,218,32,45,2,0,2,28,20,,14,23,,3,,, +darlide01,1888,1,CHN,NL,20,75,12,16,3,1,2,7,0,,3,12,,1,,, +davisju01,1888,1,KC2,AA,121,491,70,131,22,8,3,61,42,,20,56,,6,,, +deaslpa01,1888,1,WS8,NL,34,127,6,20,1,0,0,4,2,,2,18,,0,,, +delahed01,1888,1,PHI,NL,74,290,40,66,12,2,1,31,38,,12,26,,1,,, +dennyje01,1888,1,IN3,NL,126,524,92,137,27,7,12,63,32,,9,79,,2,,, +devliji02,1888,1,SL4,AA,11,37,7,11,1,0,0,3,2,,4,3,,0,,, +dolanto01,1888,1,SL4,AA,11,36,1,7,1,0,0,1,1,,1,3,,0,,, +donahji01,1888,1,KC2,AA,88,337,29,79,11,3,1,28,12,,21,26,,1,,, +donneji01,1888,1,WS8,NL,122,428,43,86,9,4,0,23,44,,20,16,,3,,, +duffyhu01,1888,1,CHN,NL,71,298,60,84,10,4,7,41,13,,9,32,,1,,, +dunlafr01,1888,1,PIT,NL,82,321,41,84,12,4,1,36,24,,16,30,,3,,, +dwyerfr01,1888,1,CHN,NL,5,21,2,4,1,0,0,2,0,,0,5,,0,,, +eastehe01,1888,1,KC2,AA,115,401,42,76,7,6,3,37,23,,31,70,,5,,, +ehretre01,1888,1,KC2,AA,17,63,4,12,4,0,0,4,1,,1,6,,0,,, +esterdu01,1888,1,IN3,NL,64,246,21,54,8,0,0,17,11,,2,20,,2,,, +esterdu01,1888,2,LS2,AA,23,93,9,21,6,0,0,7,5,,3,10,,2,,, +ewingbu01,1888,1,NY1,NL,103,415,83,127,18,15,6,58,53,,24,28,,3,,, +ewingjo01,1888,1,LS2,AA,21,79,6,16,1,1,0,5,7,,1,15,,0,,, +faatzja01,1888,1,CL3,AA,120,470,73,124,10,2,0,51,64,,12,34,,21,,, +faganbi01,1888,1,KC2,AA,18,65,5,14,3,0,0,4,0,,2,15,,2,,, +farmebi01,1888,1,PIT,NL,2,4,0,0,0,0,0,0,0,,0,1,,0,,, +farmebi01,1888,2,PH4,AA,3,12,0,2,0,0,0,1,0,,0,3,,0,,, +farrasi01,1888,1,PHI,NL,131,508,53,124,24,7,1,53,21,,31,38,,13,,, +farredu01,1888,1,CHN,NL,64,241,34,56,6,3,3,19,8,,4,41,,0,,, +farreja02,1888,1,BL2,AA,103,398,72,81,19,5,4,36,29,,26,49,,2,,, +fennefr01,1888,1,CN2,AA,120,448,64,88,8,7,2,56,43,,63,76,,1,,, +fennefr01,1888,2,PH4,AA,15,47,13,11,2,2,1,12,5,,9,7,,0,,, +fieldjo01,1888,1,PIT,NL,45,169,22,33,7,2,1,15,9,,8,19,,0,,, +flintsi01,1888,1,CHN,NL,22,77,6,14,3,0,0,3,1,,1,21,,1,,, +fogarji01,1888,1,PHI,NL,121,454,72,107,14,6,1,35,58,,53,66,,7,,, +fosteel01,1888,1,NY1,NL,37,136,15,20,3,2,0,10,13,,9,20,,3,,, +foutzda01,1888,1,BR3,AA,140,563,91,156,20,13,3,99,35,,28,27,,2,,, +freemju01,1888,1,SL4,AA,1,3,0,1,0,0,0,0,0,,0,0,,0,,, +fullesh01,1888,1,WS8,NL,49,170,11,31,5,2,0,12,6,,10,14,,1,,, +fulmech02,1888,1,BL2,AA,52,166,20,31,5,1,0,10,10,,21,32,,2,,, +fusseed01,1888,1,LS2,AA,1,4,0,1,0,0,0,1,0,,0,1,,0,,, +galvipu01,1888,1,PIT,NL,50,175,6,25,1,1,1,3,4,,1,51,,0,,, +gamblbo01,1888,1,PH4,AA,1,3,0,1,0,0,0,0,0,,0,0,,0,,, +ganzech01,1888,1,DTN,NL,95,386,45,96,13,5,1,46,12,,14,15,,1,,, +gardngi01,1888,1,WS8,NL,1,3,0,1,0,0,0,0,0,,1,1,,0,,, +gardngi01,1888,2,PHI,NL,1,3,0,2,0,0,0,1,0,,0,0,,0,,, +gardngi01,1888,3,WS8,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,,, +georgbi01,1888,1,NY1,NL,9,39,7,9,1,0,1,6,1,,0,2,,0,,, +getzich01,1888,1,DTN,NL,46,167,14,41,2,2,1,10,6,,12,30,,1,,, +gibsowh01,1888,1,PH4,AA,1,3,0,0,0,0,0,0,0,,0,0,,0,,, +gilksbo01,1888,1,CL3,AA,119,484,59,111,14,4,1,63,16,,7,36,,3,,, +gilliba01,1888,1,DTN,NL,1,5,1,1,0,0,0,0,0,,0,1,,0,,, +gilmofr01,1888,1,WS8,NL,13,41,0,1,0,0,0,2,0,,0,20,,0,,, +glassja01,1888,1,IN3,NL,113,442,63,119,17,3,1,45,48,,14,17,,7,,, +gleasbi01,1888,1,PH4,AA,123,499,55,112,10,2,0,61,27,,12,27,,9,,, +gleaski01,1888,1,PHI,NL,24,83,4,17,2,0,0,5,3,,3,16,,0,,, +glenned01,1888,1,KC2,AA,3,8,0,0,0,0,0,0,1,,0,4,,2,,, +glenned01,1888,2,BSN,NL,20,65,8,10,0,2,0,3,0,,2,8,,2,,, +goldswa02,1888,1,BL2,AA,45,165,13,39,1,1,0,14,17,,8,14,,4,,, +goodfmi01,1888,1,CL3,AA,68,269,24,66,7,0,0,29,7,,11,24,,3,,, +gorege01,1888,1,NY1,NL,64,254,37,56,4,4,2,17,11,,30,31,,2,,, +greenbi01,1888,1,BL2,AA,115,409,69,78,13,1,0,29,46,,30,51,,6,,, +greenjo01,1888,1,WS8,NL,1,3,0,0,0,0,0,0,0,,0,2,,0,,, +griffmi01,1888,1,BL2,AA,137,542,103,139,21,11,0,46,46,,55,34,,5,,, +grimjo01,1888,1,PHI,NL,2,7,0,1,0,0,0,0,0,,0,0,,0,,, +grubehe01,1888,1,DTN,NL,27,92,8,13,2,1,0,4,0,,6,23,,1,,, +gumbead01,1888,1,CHN,NL,7,24,3,8,0,1,0,2,0,,0,2,,1,,, +gunnito01,1888,1,PH4,AA,23,92,18,18,0,0,0,5,14,,2,14,,3,,, +haddoge01,1888,1,WS8,NL,2,5,0,1,0,0,0,0,0,,1,2,,0,,, +hafnefr01,1888,1,KC2,AA,2,6,0,0,0,0,0,0,0,,1,4,,0,,, +hallmbi01,1888,1,PHI,NL,18,63,5,13,4,1,0,6,1,,1,12,,0,,, +hamilbi01,1888,1,KC2,AA,35,129,21,34,4,4,0,11,19,,4,13,,4,,, +hankifr01,1888,1,KC2,AA,37,155,20,27,4,1,1,20,2,,11,12,,0,,, +hanlone01,1888,1,DTN,NL,109,459,64,122,6,8,5,39,38,,15,32,,4,,, +harkijo01,1888,1,BL2,AA,1,3,1,0,0,0,0,0,0,,1,1,,0,,, +hatfigi01,1888,1,NY1,NL,28,105,7,19,1,0,0,9,8,,2,18,,2,,, +healyjo01,1888,1,IN3,NL,37,131,14,30,9,0,1,13,5,,1,39,,0,,, +heckegu01,1888,1,LS2,AA,56,211,32,48,9,2,0,29,20,,11,16,,6,,, +hendeha01,1888,1,PIT,NL,5,18,2,5,0,0,0,3,0,,0,2,,0,,, +herred01,1888,1,SL4,AA,43,172,21,46,7,1,3,43,9,,11,28,,3,,, +higgibi01,1888,1,BSN,NL,14,54,5,10,1,0,0,4,1,,1,3,,0,,, +hinesmi01,1888,1,BSN,NL,4,16,3,2,0,1,0,2,0,,2,0,,0,,, +hinespa01,1888,1,IN3,NL,133,513,84,144,26,3,4,58,31,,41,45,,8,,, +hoffmfr01,1888,1,KC2,AA,12,39,6,6,1,0,0,2,2,,4,16,,2,,, +hoganed02,1888,1,CL3,AA,78,269,60,61,16,6,0,24,30,,50,47,,10,,, +holbebi01,1888,1,BR3,AA,15,50,4,6,1,0,0,1,0,,2,8,,1,,, +hoovech01,1888,1,KC2,AA,3,10,0,3,0,0,0,1,0,,0,1,,0,,, +hornujo01,1888,1,BSN,NL,107,431,61,103,11,7,3,53,29,,16,39,,2,,, +hotalpe01,1888,1,CL3,AA,98,403,67,101,7,6,0,55,35,,26,44,,7,,, +hoydu01,1888,1,WS8,NL,136,503,77,138,10,8,2,29,82,,69,48,,11,,, +hudsona01,1888,1,SL4,AA,56,196,27,50,7,0,2,28,9,,18,34,,2,,, +hughemi01,1888,1,BR3,AA,40,139,10,19,5,0,0,10,1,,7,28,,0,,, +irwinar01,1888,1,PHI,NL,125,448,51,98,12,4,0,28,19,,33,56,,3,,, +irwinjo01,1888,1,WS8,NL,37,126,14,28,5,2,0,8,15,,5,18,,2,,, +johnsdi01,1888,1,BSN,NL,135,585,102,173,31,18,12,68,35,,15,33,,1,,, +jonesch01,1888,1,KC2,AA,6,25,2,4,0,1,0,5,1,,1,5,,0,,, +kappehe01,1888,1,CN2,AA,36,143,18,37,4,4,1,15,20,,2,34,,1,,, +keased01,1888,1,CL3,AA,6,23,1,2,0,0,0,0,0,,0,4,,1,,, +keefege01,1888,1,WS8,NL,13,42,2,9,3,0,0,6,0,,2,10,,0,,, +keefeti01,1888,1,NY1,NL,51,181,10,23,3,0,2,8,3,,4,56,,0,,, +keenaji01,1888,1,CN2,AA,85,313,38,73,9,8,1,40,9,,22,51,,5,,, +kellyki01,1888,1,BSN,NL,107,440,85,140,22,11,9,71,56,,31,39,,4,,, +kerinjo01,1888,1,LS2,AA,83,319,38,75,11,4,2,41,16,,25,34,,3,,, +kilroma01,1888,1,BL2,AA,43,145,13,26,5,2,0,19,10,,11,16,,1,,, +kilromi01,1888,1,BL2,AA,1,4,0,0,0,0,0,0,0,,0,1,,0,,, +kingsi01,1888,1,SL4,AA,66,207,25,43,4,6,1,14,6,,40,64,,1,,, +kirbyjo01,1888,1,KC2,AA,5,16,1,1,0,0,0,0,0,,0,5,,1,,, +klusmbi01,1888,1,BSN,NL,28,107,9,18,4,0,2,11,3,,5,13,,0,,, +knellph01,1888,1,PIT,NL,3,11,0,1,0,0,0,0,0,,0,0,,0,,, +knoufed01,1888,1,SL4,AA,9,31,1,3,0,0,0,1,1,,3,15,,1,,, +knoufed01,1888,2,CL3,AA,2,6,0,1,1,0,0,0,0,,1,2,,0,,, +krockgu01,1888,1,CHN,NL,39,134,9,22,0,0,1,11,1,,5,34,,1,,, +kuehnbi01,1888,1,PIT,NL,138,524,60,123,22,11,3,62,34,,9,68,,2,,, +larkihe01,1888,1,PH4,AA,135,546,92,147,28,12,7,101,20,,33,28,,13,,, +laroqsa01,1888,1,DTN,NL,2,9,1,4,0,0,0,2,0,,1,1,,0,,, +lathaar01,1888,1,SL4,AA,133,570,119,151,19,5,2,31,109,,43,35,,8,,, +long01,1888,1,LS2,AA,1,2,0,0,0,0,0,0,0,,1,1,,0,,, +lyonsde01,1888,1,PH4,AA,111,456,93,135,22,5,6,83,39,,41,43,,7,,, +lyonsha01,1888,1,SL4,AA,123,499,66,97,10,5,4,63,36,,20,47,,3,,, +mackco01,1888,1,WS8,NL,85,300,49,56,5,6,3,29,31,,17,18,,8,,, +mackre01,1888,1,LS2,AA,112,446,77,97,13,5,3,34,18,,52,75,,15,,, +maddeki01,1888,1,BSN,NL,20,67,7,11,0,0,0,5,4,,1,6,,2,,, +mainswi01,1888,1,CHN,NL,2,7,1,1,0,0,0,0,0,,1,3,,0,,, +mattimi01,1888,1,PH4,AA,41,142,22,38,6,5,0,12,16,,12,23,,2,,, +maulal01,1888,1,PIT,NL,74,259,21,54,9,4,0,31,9,,21,45,,3,,, +maysal01,1888,1,BR3,AA,18,63,4,5,1,1,0,5,2,,5,14,,1,,, +mccarto01,1888,1,SL4,AA,131,511,107,140,20,3,1,68,93,,38,22,,3,,, +mcclebi01,1888,1,BR3,AA,74,278,33,57,7,3,0,21,13,,40,40,,1,,, +mcclebi01,1888,2,CL3,AA,22,72,6,16,0,0,0,5,6,,6,5,,0,,, +mcgarch01,1888,1,SL4,AA,34,132,17,31,1,0,0,13,25,,6,15,,0,,, +mcgeaja01,1888,1,IN3,NL,118,452,45,99,15,2,0,30,49,,5,21,,2,,, +mcglojo01,1888,1,CL3,AA,55,203,22,37,1,3,1,22,26,,16,26,,2,,, +mcguide01,1888,1,PHI,NL,12,51,7,17,4,2,0,11,0,,4,9,,0,,, +mcguide01,1888,2,DTN,NL,3,13,0,0,0,0,0,0,0,,0,4,,0,,, +mcguide01,1888,3,CL3,AA,26,94,15,24,1,3,1,13,2,,7,16,,4,,, +mckeaed01,1888,1,CL3,AA,131,548,94,164,21,15,6,68,52,,28,30,,6,,, +mcphebi01,1888,1,CN2,AA,111,458,88,110,12,10,4,51,54,,43,32,,5,,, +mcshape01,1888,1,PIT,NL,26,98,5,19,1,0,0,5,3,,1,9,,2,,, +mctamji01,1888,1,KC2,AA,130,516,94,127,12,10,4,41,55,,67,72,,11,,, +milledo01,1888,1,PIT,NL,103,404,50,112,17,5,0,36,27,,18,16,,7,,, +millijo01,1888,1,SL4,AA,63,219,19,55,6,2,5,37,3,,17,26,,2,,, +moffesa01,1888,1,IN3,NL,10,35,6,4,0,0,0,0,0,,5,4,,0,,, +morried01,1888,1,PIT,NL,55,189,12,19,0,2,0,6,2,,3,44,,1,,, +morrijo01,1888,1,BSN,NL,135,486,60,96,18,7,4,39,21,,55,68,,2,,, +morrimi01,1888,1,CL3,AA,4,17,2,4,0,0,0,0,0,,0,4,,0,,, +mullato01,1888,1,CN2,AA,51,175,27,44,4,4,1,16,12,,8,21,,3,,, +mulvejo01,1888,1,PHI,NL,100,398,37,86,12,3,0,39,18,,9,33,,1,,, +murphpa01,1888,1,NY1,NL,28,106,11,18,1,0,0,4,3,,6,11,,0,,, +murrami01,1888,1,WS8,NL,12,42,1,4,1,0,0,3,0,,1,7,,0,,, +myersal01,1888,1,WS8,NL,132,502,46,104,12,7,2,46,20,,37,46,,6,,, +myersge01,1888,1,IN3,NL,66,248,36,59,9,0,2,16,28,,16,14,,3,,, +nashbi01,1888,1,BSN,NL,135,526,71,149,18,15,4,75,20,,50,46,,4,,, +nichopa01,1888,1,DTN,NL,24,85,11,22,2,3,1,9,6,,2,7,,1,,, +nichosa01,1888,1,PIT,NL,8,22,3,1,0,0,0,0,0,,2,2,,0,,, +nicolhu01,1888,1,CN2,AA,135,548,112,131,10,2,1,35,103,,67,23,,7,,, +oberldo01,1888,1,CL3,AA,3,14,3,3,2,0,0,4,0,,0,1,,0,,, +obriebi01,1888,1,WS8,NL,133,528,42,119,15,2,9,66,10,,9,70,,0,,, +obrieda01,1888,1,BR3,AA,136,532,105,149,27,6,2,65,55,,30,61,,7,,, +obrieda02,1888,1,CL3,AA,32,109,13,20,1,0,0,9,2,,4,21,,1,,, +obrieja01,1888,1,BL2,AA,57,196,25,44,11,5,0,18,14,,17,24,,4,,, +oconnja01,1888,1,CN2,AA,36,137,14,28,3,1,1,17,12,,6,10,,1,,, +odayha01,1888,1,WS8,NL,47,166,6,23,2,0,0,6,3,,4,41,,0,,, +oneilti01,1888,1,SL4,AA,130,529,96,177,24,10,5,98,26,,44,28,,4,,, +orourji01,1888,1,NY1,NL,107,409,50,112,16,6,4,50,25,,24,30,,3,,, +orourto01,1888,1,BSN,NL,20,74,3,13,0,0,0,4,2,,1,9,,0,,, +orrda01,1888,1,BR3,AA,99,394,57,120,20,5,1,59,11,,7,15,,8,,, +peltzjo01,1888,1,BL2,AA,1,4,1,1,0,0,0,0,1,,0,0,,0,,, +peoplji01,1888,1,BR3,AA,32,103,15,20,5,3,0,17,10,,8,14,,1,,, +pettibo01,1888,1,CHN,NL,43,169,23,43,1,4,4,23,7,,7,9,,1,,, +pfefffr01,1888,1,CHN,NL,135,517,90,129,22,10,8,57,64,,32,38,,3,,, +phillbi01,1888,1,KC2,AA,129,509,57,120,20,10,1,56,10,,27,50,,7,,, +pinknge01,1888,1,BR3,AA,143,575,134,156,18,8,4,52,51,,66,22,,12,,, +poormto01,1888,1,PH4,AA,97,383,76,87,16,6,2,44,46,,31,46,,5,,, +portehe01,1888,1,KC2,AA,55,195,12,28,3,0,0,10,1,,8,39,,0,,, +proesge01,1888,1,CL3,AA,7,23,5,7,2,0,0,1,0,,1,5,,0,,, +purcebl01,1888,1,BL2,AA,101,406,53,96,9,4,2,39,16,,27,34,,3,,, +purcebl01,1888,2,PH4,AA,18,66,10,11,3,1,0,6,10,,5,6,,1,,, +quinnjo02,1888,1,BSN,NL,38,156,19,47,8,3,4,29,12,,2,5,,0,,, +radboch01,1888,1,BSN,NL,24,79,6,17,1,0,0,6,4,,3,14,,2,,, +radfopa01,1888,1,BR3,AA,90,308,48,67,9,3,2,29,33,,35,36,,4,,, +ramseto01,1888,1,LS2,AA,42,142,12,17,6,0,0,9,0,,9,18,,2,,, +rayir01,1888,1,BSN,NL,50,206,26,51,2,3,2,26,7,,6,11,,1,,, +raymoha01,1888,1,LS2,AA,32,123,8,26,2,0,0,13,7,,1,18,,0,,, +recciph01,1888,1,LS2,AA,2,9,0,2,1,0,0,4,0,,1,0,,0,,, +reilljo01,1888,1,CN2,AA,127,527,112,169,28,14,13,103,82,,17,56,,18,,, +richada01,1888,1,NY1,NL,135,561,82,127,16,7,8,61,35,,15,35,,1,,, +richaha01,1888,1,DTN,NL,58,266,60,77,18,2,6,32,13,,17,23,,1,,, +robinwi01,1888,1,PH4,AA,66,254,32,62,7,2,1,31,11,,9,26,,0,,, +robinya01,1888,1,SL4,AA,134,455,111,105,17,6,3,53,56,,116,78,,12,,, +roweda01,1888,1,KC2,AA,32,122,14,21,3,4,0,13,2,,6,28,,1,,, +roweja01,1888,1,DTN,NL,105,451,62,125,19,8,2,74,10,,19,28,,3,,, +ryanji01,1888,1,CHN,NL,129,549,115,182,33,10,16,64,60,,35,50,,5,,, +sandebe01,1888,1,PHI,NL,57,236,26,58,11,2,1,25,13,,8,12,,2,,, +schefte01,1888,1,DTN,NL,27,94,17,19,3,1,0,4,4,,9,9,,2,,, +scheifr01,1888,1,DTN,NL,1,4,0,0,0,0,0,0,0,,0,0,,0,,, +schoeju01,1888,1,IN3,NL,48,169,15,40,4,0,0,20,11,,9,24,,2,,, +schomot01,1888,1,IN3,NL,30,112,11,24,5,1,1,10,6,,10,12,,2,,, +schripo01,1888,1,PHI,NL,40,134,15,26,5,2,1,23,2,,7,21,,3,,, +seeryem01,1888,1,IN3,NL,133,500,87,110,20,10,5,50,80,,64,73,,6,,, +seradbi01,1888,1,CN2,AA,6,23,4,3,1,0,0,4,0,,1,3,,0,,, +sewared01,1888,1,PH4,AA,64,225,27,32,3,3,2,14,12,,18,34,,3,,, +shawdu01,1888,1,WS8,NL,3,10,0,0,0,0,0,0,0,,0,3,,0,,, +shawsa01,1888,1,BL2,AA,6,20,3,3,0,0,0,0,1,,2,3,,0,,, +shindbi01,1888,1,BL2,AA,135,514,61,107,14,8,1,53,52,,20,47,,8,,, +shochge01,1888,1,WS8,NL,90,317,46,58,6,3,2,24,23,,25,22,,9,,, +shrevle01,1888,1,IN3,NL,36,115,10,21,3,0,0,2,5,,4,9,,0,,, +silched01,1888,1,BR3,AA,14,48,5,13,4,0,0,3,4,,4,8,,0,,, +slattmi01,1888,1,NY1,NL,103,391,50,96,12,6,1,35,26,,13,28,,1,,, +smithel01,1888,1,CN2,AA,40,129,15,29,4,1,0,9,2,,20,22,,0,,, +smithge01,1888,1,BR3,AA,103,402,47,86,10,7,3,61,27,,22,39,,0,,, +smithph01,1888,1,BL2,AA,35,109,16,27,3,4,1,12,2,,11,7,,1,,, +smithph01,1888,2,PH4,AA,3,9,1,3,1,0,0,2,1,,1,1,,0,,, +smithpo01,1888,1,PIT,NL,131,481,61,99,15,2,4,52,37,,22,78,,5,,, +smithsk01,1888,1,LS2,AA,58,206,27,49,9,4,1,31,5,,24,32,,11,,, +snydepo01,1888,1,CL3,AA,64,237,22,51,7,3,0,14,9,,6,37,,1,,, +sommejo01,1888,1,BL2,AA,79,297,31,65,10,0,0,35,13,,18,29,,1,,, +sommepe01,1888,1,BSN,NL,4,13,1,3,1,0,0,0,0,,0,3,,0,,, +sowdebi01,1888,1,BSN,NL,36,122,14,18,2,0,0,6,1,,3,24,,0,,, +staleha01,1888,1,PIT,NL,25,85,6,11,1,0,0,1,2,,1,18,,1,,, +stemmbi01,1888,1,CL3,AA,3,10,2,4,1,0,0,1,0,,1,1,,1,,, +stoveha01,1888,1,PH4,AA,130,530,127,152,25,20,9,65,87,,62,69,,3,,, +stratsc01,1888,1,LS2,AA,67,249,35,64,8,1,1,29,10,,12,49,,7,,, +striccu01,1888,1,CL3,AA,127,493,80,115,13,6,1,33,60,,50,31,,6,,, +sullima01,1888,1,CHN,NL,75,314,40,74,12,6,7,39,9,,15,32,,1,,, +sullimi01,1888,1,PH4,AA,28,112,20,31,5,6,1,19,10,,3,25,,0,,, +sullito01,1888,1,KC2,AA,28,92,10,10,1,0,0,5,7,,9,34,,0,,, +sundabi01,1888,1,PIT,NL,120,505,69,119,14,3,0,15,71,,12,36,,2,,, +sutclsy01,1888,1,DTN,NL,49,191,17,49,5,3,0,23,6,,5,14,,0,,, +suttoez01,1888,1,BSN,NL,28,110,16,24,3,1,1,16,10,,7,3,,2,,, +sweenpe01,1888,1,WS8,NL,11,44,3,8,0,1,0,5,0,,0,4,,0,,, +tatepo01,1888,1,BSN,NL,41,148,18,34,7,1,1,6,3,,8,7,,2,,, +tebeage01,1888,1,CN2,AA,121,411,72,94,12,12,3,51,37,,61,75,,7,,, +tenerjo01,1888,1,CHN,NL,12,46,4,9,1,0,0,1,1,,1,15,,1,,, +terryad01,1888,1,BR3,AA,30,115,13,29,6,0,0,8,7,,5,8,,0,,, +thompsa01,1888,1,DTN,NL,56,238,51,67,10,8,6,40,5,,23,10,,3,,, +tiernmi01,1888,1,NY1,NL,113,443,75,130,16,8,9,52,52,,42,42,,7,,, +titcoca01,1888,1,NY1,NL,23,82,6,10,1,0,0,5,5,,1,22,,0,,, +tomneph01,1888,1,LS2,AA,34,120,15,18,3,0,0,4,11,,7,22,,0,,, +toolest01,1888,1,KC2,AA,13,48,6,10,2,2,0,7,2,,1,9,,0,,, +townsge01,1888,1,PH4,AA,42,161,13,25,6,0,0,12,2,,4,13,,1,,, +trottsa01,1888,1,BL2,AA,31,108,19,30,11,4,0,22,1,,4,9,,0,,, +tucketo01,1888,1,BL2,AA,136,520,74,149,17,12,6,61,43,,16,52,,18,,, +twitcla01,1888,1,DTN,NL,131,524,71,128,19,4,5,67,14,,28,45,,3,,, +tyngji01,1888,1,PHI,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,,, +vanhage01,1888,1,CHN,NL,81,318,46,90,9,14,4,34,21,,22,34,,0,,, +vanzadi01,1888,1,CL3,AA,10,31,1,8,1,0,0,1,1,,1,6,,1,,, +vaughfa01,1888,1,LS2,AA,51,189,15,37,4,2,1,21,4,,4,26,,1,,, +viaule01,1888,1,CN2,AA,43,149,16,13,1,2,0,8,5,,11,46,,0,,, +wagenwo01,1888,1,PHI,NL,2,8,2,1,0,0,0,0,0,,0,1,,0,,, +walkege01,1888,1,BL2,AA,4,13,1,1,0,0,0,1,0,,0,3,,0,,, +wardjo01,1888,1,NY1,NL,122,510,70,128,14,5,2,49,38,,9,13,,1,,, +weavefa01,1888,1,LS2,AA,26,112,12,28,1,1,0,8,12,,3,6,,1,,, +welchcu01,1888,1,PH4,AA,136,549,125,155,22,8,1,61,95,,33,37,,29,,, +welchmi01,1888,1,NY1,NL,47,169,16,32,5,0,2,10,4,,1,33,,1,,, +wellsja01,1888,1,DTN,NL,16,57,5,9,1,0,0,2,0,,0,5,,0,,, +werdepe01,1888,1,WS8,NL,3,10,0,3,0,0,0,2,0,,1,4,,0,,, +werrijo01,1888,1,LS2,AA,111,413,49,89,12,7,0,51,15,,30,49,,3,,, +weyhigu01,1888,1,PH4,AA,48,184,19,40,6,8,1,14,5,,1,45,,0,,, +weyhijo01,1888,1,CN2,AA,8,23,2,3,0,0,0,0,0,,1,11,,0,,, +whitapa01,1888,1,BL2,AA,2,6,0,0,0,0,0,0,0,,0,0,,0,,, +whitebi02,1888,1,LS2,AA,49,198,35,55,6,5,1,30,15,,7,23,,3,,, +whitebi02,1888,2,SL4,AA,76,275,31,48,2,3,2,30,6,,21,38,,2,,, +whitede01,1888,1,DTN,NL,125,527,75,157,22,5,4,71,12,,21,24,,9,,, +whitnar01,1888,1,NY1,NL,90,328,28,72,1,4,1,28,7,,8,22,,1,,, +whitnji01,1888,1,WS8,NL,42,141,13,24,0,0,1,17,3,,7,20,,0,,, +widnewi01,1888,1,WS8,NL,15,60,4,12,0,0,0,6,1,,0,8,,0,,, +wiedmst01,1888,1,NY1,NL,2,7,1,0,0,0,0,1,0,,2,1,,0,,, +willine01,1888,1,CHN,NL,132,452,75,113,9,14,8,73,25,,65,71,,6,,, +wilmowa01,1888,1,WS8,NL,119,473,61,106,16,9,4,43,46,,23,55,,2,,, +wiseni01,1888,1,BSN,NL,1,3,0,0,0,0,0,0,0,,0,0,,0,,, +wisesa01,1888,1,BSN,NL,105,417,66,100,19,12,4,40,33,,34,66,,6,,, +wolfji01,1888,1,LS2,AA,128,538,80,154,28,11,0,67,41,,25,30,,2,,, +woodge01,1888,1,PHI,NL,106,433,67,99,19,6,6,51,20,,39,44,,7,,, +yaikhe01,1888,1,PIT,NL,2,6,0,2,0,0,0,1,0,,1,0,,0,,, +zimmech01,1888,1,CL3,AA,65,212,27,51,11,4,0,22,15,,18,39,,4,,, +zinnfr01,1888,1,PH4,AA,2,7,0,0,0,0,0,0,0,,1,0,,0,,, +alvorbi01,1889,1,KC2,AA,50,186,23,43,8,9,0,18,3,,10,35,,0,,, +anderda01,1889,1,PHI,NL,5,11,1,2,1,0,0,0,0,,0,2,,0,,, +anderva01,1889,1,IN3,NL,2,5,0,0,0,0,0,0,0,,0,0,,0,,, +andreed01,1889,1,PHI,NL,10,39,10,11,1,0,0,7,7,,2,4,,0,,, +andreed01,1889,2,IN3,NL,40,173,32,53,11,0,0,22,7,,5,10,,1,,, +ansonca01,1889,1,CHN,NL,134,518,100,177,32,7,7,117,27,,86,19,,5,,, +bakelje01,1889,1,CL4,NL,36,111,9,15,1,1,1,8,1,,17,40,,0,,, +baldwki01,1889,1,CN2,AA,60,223,34,55,14,2,1,34,7,,5,32,,3,,, +baldwma01,1889,1,CL6,AA,64,208,19,39,6,5,2,25,2,,16,63,,0,,, +banniji01,1889,1,WS8,NL,2,1,0,0,0,0,0,0,0,,0,0,,0,,, +barklsa01,1889,1,KC2,AA,45,176,36,50,6,2,0,23,8,,15,20,,0,,, +bassech01,1889,1,IN3,NL,127,477,64,117,12,5,4,68,15,,37,38,,3,,, +bastich01,1889,1,CHN,NL,46,155,19,21,0,0,0,10,1,,25,46,,0,,, +batesjo01,1889,1,KC2,AA,1,4,0,0,0,0,0,0,0,,0,2,,0,,, +bausege01,1889,1,PH4,AA,7,21,1,1,0,0,0,0,2,,4,8,,0,,, +beamal01,1889,1,PIT,NL,2,6,0,1,1,0,0,0,0,,0,2,,0,,, +beardol01,1889,1,CN2,AA,141,558,96,159,13,14,1,77,36,,35,39,,1,,, +beatied01,1889,1,CL4,NL,37,121,13,14,0,0,1,8,0,,14,33,,0,,, +becklja01,1889,1,PIT,NL,123,522,91,157,24,10,9,97,11,,29,29,,6,,, +beeched01,1889,1,WS8,NL,42,179,20,53,9,0,0,30,3,,5,4,,1,,, +bellch01,1889,1,KC2,AA,2,6,1,1,1,0,0,3,0,,2,2,,0,,, +bellmja01,1889,1,SL4,AA,1,2,1,1,0,0,0,0,0,,1,0,,0,,, +bennech01,1889,1,BSN,NL,82,247,42,57,8,2,4,28,7,,21,43,,2,,, +bierblo01,1889,1,PH4,AA,130,549,80,167,27,7,7,105,17,,29,30,,4,,, +bishobi01,1889,1,CHN,NL,2,1,0,0,0,0,0,0,0,,1,1,,0,,, +bittmre01,1889,1,KC2,AA,4,14,2,4,0,0,0,2,1,,1,1,,0,,, +blighne01,1889,1,CL6,AA,28,93,6,13,1,1,0,5,2,,4,14,,3,,, +boylehe01,1889,1,IN3,NL,46,155,17,38,10,0,1,17,4,,9,23,,1,,, +boyleja01,1889,1,SL4,AA,99,347,54,85,11,5,3,42,5,,21,42,,7,,, +brennji01,1889,1,PH4,AA,31,113,12,25,4,0,0,15,1,,10,15,,0,,, +broutda01,1889,1,BSN,NL,126,485,105,181,26,9,7,118,22,,66,6,,14,,, +brownpe01,1889,1,LS2,AA,83,324,39,83,19,5,2,32,21,,34,30,,0,,, +brownto01,1889,1,BSN,NL,90,362,93,84,10,5,2,24,63,,59,56,,1,,, +brownwi01,1889,1,NY1,NL,40,139,16,36,10,0,1,29,6,,9,9,,3,,, +buckldi01,1889,1,IN3,NL,68,260,35,67,11,0,8,41,5,,15,32,,1,,, +buffich01,1889,1,PHI,NL,47,154,16,32,2,0,0,21,0,,9,5,,1,,, +burdibi01,1889,1,IN3,NL,10,17,1,2,0,0,0,1,0,,4,1,,0,,, +burnsji01,1889,1,KC2,AA,134,579,103,176,23,11,5,97,56,,20,68,,7,,, +burnsoy01,1889,1,BR3,AA,131,504,105,153,19,13,5,100,32,,68,26,,4,,, +burnsto01,1889,1,CHN,NL,136,525,64,135,27,6,4,66,18,,32,57,,2,,, +bushodo01,1889,1,BR3,AA,25,84,15,13,1,0,0,8,2,,9,7,,0,,, +cantzba01,1889,1,BL2,AA,20,69,6,12,2,0,0,8,2,,4,14,,0,,, +carlfr01,1889,1,LS2,AA,25,99,13,20,2,2,0,13,0,,16,22,,0,,, +carnejo01,1889,1,WS8,NL,69,273,25,63,7,0,1,29,12,,14,14,,1,,, +carpehi01,1889,1,CN2,AA,123,486,67,127,23,6,0,63,47,,18,41,,4,,, +carrofr01,1889,1,PIT,NL,91,318,80,105,21,11,2,51,19,,85,26,,11,,, +carutbo01,1889,1,BR3,AA,59,172,45,43,8,3,2,31,9,,44,17,,2,,, +caseyda01,1889,1,PHI,NL,20,68,5,15,2,0,0,8,0,,0,12,,0,,, +chambel01,1889,1,SL4,AA,53,171,18,34,8,3,2,31,3,,12,32,,2,,, +clarkbo01,1889,1,BR3,AA,53,182,32,50,5,2,0,22,18,,26,7,,1,,, +clarkha01,1889,1,WS8,NL,1,3,0,0,0,0,0,0,0,,0,1,,0,,, +clarkjo01,1889,1,BSN,NL,73,262,36,54,9,3,2,23,8,,11,59,,0,,, +clarksp01,1889,1,WS8,NL,38,145,19,37,7,2,3,22,8,,6,18,,0,,, +clemeja01,1889,1,PHI,NL,78,310,51,88,17,1,4,35,3,,29,21,,1,,, +colemjo01,1889,1,PH4,AA,6,19,1,1,0,0,0,1,1,,1,3,,0,,, +collibi01,1889,1,PH4,AA,1,4,0,1,0,0,0,1,1,,1,0,,0,,, +collihu01,1889,1,BR3,AA,138,560,139,149,18,3,2,73,65,,80,41,,7,,, +comisch01,1889,1,SL4,AA,137,587,105,168,28,10,3,102,65,,19,19,,3,,, +connoro01,1889,1,NY1,NL,131,496,117,157,32,17,13,130,21,,93,46,,2,,, +conovte01,1889,1,CN2,AA,1,0,0,0,0,0,0,0,0,,0,0,,0,,, +conwaji01,1889,1,KC2,AA,41,149,14,31,2,2,0,12,1,,2,26,,2,,, +conwape01,1889,1,PIT,NL,3,10,2,1,0,0,1,2,1,,1,3,,0,,, +cookpa01,1889,1,LS2,AA,81,286,34,65,10,1,0,15,11,,15,48,,9,,, +corkhpo01,1889,1,BR3,AA,138,537,91,134,21,9,8,78,22,,42,24,,3,,, +craneed01,1889,1,NY1,NL,29,103,16,21,1,0,2,11,6,,13,21,,0,,, +crookja01,1889,1,CL6,AA,12,43,13,14,2,3,0,7,10,,10,4,,1,,, +crossla01,1889,1,PH4,AA,55,199,22,44,8,2,0,23,11,,14,9,,0,,, +cunnibe01,1889,1,BL2,AA,41,131,10,27,4,2,0,18,3,,4,25,,2,,, +dailyco01,1889,1,IN3,NL,62,219,35,55,6,2,0,26,14,,28,21,,4,,, +dailyed01,1889,1,CL6,AA,136,578,105,148,22,8,3,70,60,,38,65,,1,,, +daleybi01,1889,1,BSN,NL,9,20,2,3,1,0,0,0,0,,1,8,,0,,, +dalyto01,1889,1,WS8,NL,71,250,39,75,13,5,1,40,18,,38,28,,1,,, +darlide01,1889,1,CHN,NL,36,120,14,23,1,1,0,7,5,,25,22,,0,,, +davisju01,1889,1,KC2,AA,62,241,40,64,4,3,0,30,25,,17,35,,2,,, +davisju01,1889,2,SL4,AA,2,4,1,0,0,0,0,0,0,,1,1,,0,,, +daybi01,1889,1,PHI,NL,4,10,0,0,0,0,0,0,0,,0,3,,0,,, +deckeha01,1889,1,PHI,NL,11,30,4,3,0,0,0,2,1,,2,5,,0,,, +delahed01,1889,1,PHI,NL,56,246,37,72,13,3,0,27,19,,14,17,,1,,, +dennyje01,1889,1,IN3,NL,133,578,96,163,24,0,18,112,22,,27,63,,0,,, +devliji02,1889,1,SL4,AA,9,26,4,5,0,0,0,0,1,,1,4,,0,,, +donahji01,1889,1,KC2,AA,67,252,30,59,5,4,0,32,12,,21,20,,0,,, +donneji01,1889,1,WS8,NL,4,13,3,2,0,0,0,0,1,,2,0,,0,,, +dowiejo01,1889,1,BL2,AA,20,75,12,17,5,0,0,8,5,,2,10,,2,,, +doyleja01,1889,1,CL6,AA,11,36,6,10,1,1,0,3,9,,6,6,,0,,, +duffech01,1889,1,SL4,AA,137,509,93,124,15,11,16,86,21,,60,81,,3,,, +duffyhu01,1889,1,CHN,NL,136,584,144,182,21,7,12,89,52,,46,30,,2,,, +dunlafr01,1889,1,PIT,NL,121,451,59,106,19,0,2,65,21,,46,33,,2,,, +dunnian01,1889,1,PIT,NL,2,7,0,0,0,0,0,0,0,,0,2,,0,,, +duryeje01,1889,1,CN2,AA,54,162,37,44,6,3,0,17,5,,11,30,,3,,, +dwyerfr01,1889,1,CHN,NL,36,135,14,27,1,1,1,6,0,,4,8,,0,,, +earlebi01,1889,1,CN2,AA,53,169,37,45,4,7,4,31,26,,30,24,,3,,, +eastehe01,1889,1,CL6,AA,95,324,43,56,5,8,4,34,10,,41,57,,2,,, +eastoja01,1889,1,CL6,AA,4,7,0,0,0,0,0,0,2,,0,2,,1,,, +ebrighi01,1889,1,WS8,NL,16,59,7,15,2,2,1,6,1,,3,8,,1,,, +ehretre01,1889,1,LS2,AA,67,258,27,65,6,6,1,31,4,,4,23,,0,,, +esterdu01,1889,1,LS2,AA,11,44,8,14,3,0,0,9,6,,5,2,,1,,, +ewingbu01,1889,1,NY1,NL,99,407,91,133,23,13,4,87,34,,37,32,,0,,, +ewingjo01,1889,1,LS2,AA,41,134,12,23,2,0,0,6,5,,9,30,,2,,, +faatzja01,1889,1,CL4,NL,117,442,50,102,12,5,2,38,27,,17,28,,10,,, +fannija01,1889,1,IN3,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,,, +farrasi01,1889,1,PHI,NL,130,477,70,128,22,2,3,58,28,,52,36,,6,,, +farredu01,1889,1,CHN,NL,101,407,66,107,19,7,11,75,13,,41,21,,1,,, +farreja02,1889,1,BL2,AA,42,157,25,33,3,0,1,26,14,,15,15,,2,,, +feeja01,1889,1,IN3,NL,7,21,2,3,0,0,0,0,0,,0,1,,0,,, +fennefr01,1889,1,PH4,AA,138,513,70,132,20,5,1,64,15,,65,78,,3,,, +fersoal01,1889,1,WS8,NL,36,114,6,13,3,1,0,3,1,,10,47,,0,,, +fieldjo01,1889,1,PIT,NL,75,289,41,90,22,5,2,43,7,,29,30,,1,,, +fishech03,1889,1,LS2,AA,1,2,0,1,0,0,0,0,0,,0,0,,0,,, +flanaed01,1889,1,LS2,AA,23,88,11,22,7,3,0,8,1,,7,11,,0,,, +flintsi01,1889,1,CHN,NL,15,56,6,13,1,0,1,9,1,,3,18,,0,,, +fogarji01,1889,1,PHI,NL,128,499,107,129,15,17,3,54,99,,65,60,,7,,, +foremfr01,1889,1,BL2,AA,54,181,18,26,2,1,1,11,7,,12,35,,1,,, +fosteel01,1889,1,NY1,NL,2,4,2,0,0,0,0,0,2,,3,1,,0,,, +foutzda01,1889,1,BR3,AA,138,553,118,152,19,8,6,113,43,,64,23,,3,,, +fullesh01,1889,1,SL4,AA,140,517,91,117,18,6,0,51,38,,52,56,,5,,, +fulmech02,1889,1,BL2,AA,16,58,11,15,3,1,0,13,2,,6,12,,1,,, +galliji01,1889,1,LS2,AA,31,120,6,20,0,2,0,7,1,,6,17,,1,,, +galvipu01,1889,1,PIT,NL,41,150,15,28,7,2,0,16,2,,3,46,,0,,, +ganzech01,1889,1,BSN,NL,73,275,30,73,3,5,1,43,13,,15,11,,2,,, +garfibi01,1889,1,PIT,NL,4,13,0,0,0,0,0,0,0,,0,4,,0,,, +gastrha01,1889,1,CL6,AA,32,94,5,17,0,1,0,11,2,,3,24,,1,,, +gaulemi01,1889,1,LS2,AA,1,2,0,0,0,0,0,0,0,,0,1,,0,,, +georgbi01,1889,1,NY1,NL,3,15,1,4,0,0,0,0,1,,0,3,,0,,, +georgbi01,1889,2,CL6,AA,5,17,1,4,0,0,0,3,1,,1,1,,0,,, +gettito01,1889,1,SL4,AA,4,16,2,7,0,0,1,2,0,,2,1,,0,,, +getzich01,1889,1,IN3,NL,45,139,20,25,4,2,2,14,2,,15,38,,2,,, +gilksbo01,1889,1,CL4,NL,53,210,17,50,5,2,0,18,6,,7,20,,3,,, +gillji01,1889,1,SL4,AA,2,8,2,2,1,0,0,1,1,,1,2,,0,,, +glassja01,1889,1,IN3,NL,134,582,128,205,40,3,7,85,57,,31,10,,5,,, +gleasbi01,1889,1,LS2,AA,16,58,6,14,2,0,0,5,1,,4,1,,1,,, +gleaski01,1889,1,PHI,NL,30,99,11,25,5,0,0,8,4,,8,12,,0,,, +goetzge01,1889,1,BL2,AA,1,4,0,0,0,0,0,0,0,,0,4,,0,,, +gorege01,1889,1,NY1,NL,120,488,132,149,21,7,7,54,28,,84,28,,8,,, +grahaba01,1889,1,PH4,AA,4,18,0,3,0,0,0,0,0,,0,0,,0,,, +greenbi01,1889,1,CL6,AA,118,414,62,93,7,10,3,49,37,,58,71,,5,,, +griffmi01,1889,1,BL2,AA,137,531,152,148,21,14,4,48,39,,91,29,,3,,, +grubehe01,1889,1,CL4,NL,25,69,7,7,2,0,0,4,0,,14,18,,1,,, +gumbead01,1889,1,CHN,NL,41,153,30,44,3,2,7,29,2,,11,36,,1,,, +gunnito01,1889,1,PH4,AA,8,24,3,6,0,1,1,1,3,,0,4,,0,,, +gunsojo01,1889,1,KC2,AA,34,122,15,24,3,1,0,12,2,,3,17,,2,,, +haddoge01,1889,1,WS8,NL,34,112,13,25,3,0,2,14,3,,19,27,,0,,, +hallmbi01,1889,1,PHI,NL,119,462,67,117,21,8,2,60,20,,36,54,,4,,, +hamilbi01,1889,1,KC2,AA,137,534,144,161,17,12,3,77,111,,87,41,,14,,, +hanlone01,1889,1,PIT,NL,116,461,81,110,14,10,2,37,53,,58,25,,2,,, +hatfigi01,1889,1,NY1,NL,32,125,21,23,2,0,1,12,9,,9,15,,2,,, +healyjo01,1889,1,WS8,NL,13,45,7,10,2,0,1,4,0,,0,10,,1,,, +healyjo01,1889,2,CHN,NL,5,20,2,2,0,0,0,1,0,,0,6,,0,,, +heckegu01,1889,1,LS2,AA,81,327,42,93,17,5,1,36,17,,18,27,,6,,, +hinespa01,1889,1,IN3,NL,121,486,77,148,27,1,6,72,34,,49,22,,5,,, +hollawi01,1889,1,BL2,AA,40,143,13,27,1,2,0,16,4,,9,28,,2,,, +hollibu01,1889,1,CN2,AA,135,563,107,181,28,7,19,104,46,,43,59,,2,,, +hoovech01,1889,1,KC2,AA,71,258,44,64,2,5,1,25,9,,29,38,,2,,, +hornujo01,1889,1,BL2,AA,135,533,73,122,13,9,1,78,34,,22,72,,7,,, +hoydu01,1889,1,WS8,NL,127,507,98,139,11,6,0,39,35,,75,30,,6,,, +hudsona01,1889,1,SL4,AA,13,52,6,13,1,1,1,10,1,,2,11,,0,,, +hughemi01,1889,1,BR3,AA,20,68,4,12,0,0,0,5,0,,4,15,,0,,, +hurleje01,1889,1,BSN,NL,1,4,0,0,0,0,0,0,0,,0,0,,0,,, +hutchbi01,1889,1,CHN,NL,37,133,14,21,1,1,1,7,2,,7,40,,0,,, +irwinar01,1889,1,PHI,NL,18,73,9,16,5,0,0,10,6,,6,6,,0,,, +irwinar01,1889,2,WS8,NL,85,313,49,73,10,5,0,32,9,,42,37,,1,,, +irwinjo01,1889,1,WS8,NL,58,228,42,66,11,4,0,25,10,,25,14,,4,,, +johnsdi01,1889,1,BSN,NL,132,539,80,123,16,4,5,67,34,,41,60,,2,,, +johnssp01,1889,1,CL6,AA,116,459,91,130,14,10,2,79,34,,39,47,,12,,, +jonesal01,1889,1,PIT,NL,1,5,1,1,1,0,0,1,0,,0,0,,0,,, +kappehe01,1889,1,CL6,AA,46,173,25,47,7,5,3,21,10,,21,28,,1,,, +keefege01,1889,1,WS8,NL,30,98,7,16,2,1,0,1,2,,8,29,,0,,, +keefeti01,1889,1,NY1,NL,47,149,17,23,5,2,0,8,2,,8,40,,0,,, +keenaji01,1889,1,CN2,AA,87,300,52,86,10,11,6,60,18,,48,35,,6,,, +kellyki01,1889,1,BSN,NL,125,507,120,149,41,5,9,78,68,,65,40,,2,,, +kemmlru01,1889,1,CL6,AA,8,26,2,3,0,0,0,0,0,,3,3,,0,,, +kerinjo01,1889,1,LS2,AA,2,9,2,3,1,0,0,3,0,,0,1,,0,,, +kerinjo01,1889,2,BL2,AA,16,53,7,15,2,0,0,12,2,,2,4,,1,,, +kilroma01,1889,1,BL2,AA,65,208,32,57,3,6,1,26,13,,23,26,,2,,, +kingsi01,1889,1,SL4,AA,56,189,37,43,7,3,0,30,3,,22,40,,1,,, +knoufed01,1889,1,PH4,AA,3,12,2,3,1,0,0,2,1,,1,1,,0,,, +krockgu01,1889,1,CHN,NL,7,24,4,4,0,0,0,2,0,,0,6,,0,,, +krockgu01,1889,2,IN3,NL,4,14,2,5,0,0,0,5,1,,2,1,,0,,, +krockgu01,1889,3,WS8,NL,6,23,3,2,0,0,0,2,0,,0,2,,0,,, +krummal01,1889,1,PIT,NL,1,4,0,0,0,0,0,0,0,,0,2,,0,,, +kuehnbi01,1889,1,PIT,NL,97,390,43,96,20,5,5,57,15,,9,36,,0,,, +ladewst01,1889,1,KC2,AA,2,4,0,0,0,0,0,0,0,,0,3,,0,,, +larkihe01,1889,1,PH4,AA,133,516,105,164,23,12,3,74,11,,83,41,,16,,, +lathaar01,1889,1,SL4,AA,118,512,110,126,13,3,4,49,69,,42,30,,11,,, +lauerch01,1889,1,PIT,NL,4,16,2,3,0,0,0,1,0,,0,5,,0,,, +longhe01,1889,1,KC2,AA,136,574,137,158,32,6,3,60,89,,64,63,,10,,, +lovetto01,1889,1,BR3,AA,29,100,18,19,1,3,2,19,2,,2,24,,1,,, +lyonsde01,1889,1,PH4,AA,131,510,135,168,36,4,9,82,10,,79,44,,7,,, +lyonsha01,1889,1,NY1,NL,5,20,1,2,0,1,0,2,0,,2,0,,0,,, +mackco01,1889,1,WS8,NL,98,386,51,113,16,1,0,42,26,,15,12,,8,,, +mackre01,1889,1,BL2,AA,136,519,84,125,24,7,1,87,23,,60,69,,8,,, +maddeki01,1889,1,BSN,NL,24,86,7,25,1,0,0,14,4,,3,7,,0,,, +manniji01,1889,1,KC2,AA,132,506,68,103,16,7,3,68,58,,54,61,,13,,, +marrle01,1889,1,CL6,AA,139,546,110,167,26,15,1,75,29,,87,32,,6,,, +mattimi01,1889,1,PH4,AA,23,73,10,17,1,2,1,8,6,,9,7,,2,,, +mattimi01,1889,2,KC2,AA,19,75,6,12,1,1,0,5,0,,3,16,,0,,, +maulal01,1889,1,PIT,NL,68,257,37,71,6,6,4,44,18,,29,41,,3,,, +maysal01,1889,1,CL6,AA,21,54,4,7,1,0,0,4,1,,11,10,,0,,, +mcaleji01,1889,1,CL4,NL,110,447,66,105,6,6,0,35,37,,30,49,,4,,, +mccafsp01,1889,1,CL6,AA,2,1,1,1,0,0,0,0,0,,1,0,,0,,, +mccarjo01,1889,1,KC2,AA,20,79,12,18,0,1,0,12,3,,1,9,,1,,, +mccarto01,1889,1,SL4,AA,140,604,136,176,24,7,2,63,57,,46,26,,6,,, +mccoyar01,1889,1,WS8,NL,2,6,0,0,0,0,0,0,0,,2,1,,0,,, +mcdermi01,1889,1,LS2,AA,9,33,7,6,2,0,0,3,0,,2,3,,0,,, +mcgarch01,1889,1,KC2,AA,25,108,22,31,3,0,0,16,12,,6,11,,1,,, +mcgarch01,1889,2,BL2,AA,3,7,1,1,0,0,0,0,0,,1,1,,0,,, +mcgeaja01,1889,1,IN3,NL,131,532,83,142,32,1,2,63,37,,9,39,,2,,, +mckeaed01,1889,1,CL4,NL,123,500,88,159,22,8,5,75,35,,42,25,,4,,, +mcmahsa01,1889,1,PH4,AA,30,104,9,16,2,1,0,4,3,,4,16,,0,,, +mcphebi01,1889,1,CN2,AA,135,540,109,145,25,7,5,57,63,,60,29,,4,,, +mctamji01,1889,1,CL6,AA,139,529,113,146,21,7,4,52,40,,116,66,,1,,, +meekda01,1889,1,SL4,AA,2,2,2,1,0,0,0,1,1,,0,0,,0,,, +milledo01,1889,1,PIT,NL,104,422,77,113,25,3,6,56,16,,31,11,,2,,, +milledu01,1889,1,BL2,AA,11,40,4,6,1,1,0,6,3,,2,11,,1,,, +millijo01,1889,1,SL4,AA,72,273,53,100,30,2,12,76,2,,16,19,,3,,, +morried01,1889,1,PIT,NL,21,72,2,7,1,0,0,4,1,,4,17,,0,,, +morrijo01,1889,1,WS8,NL,44,146,20,27,5,0,2,16,12,,30,23,,1,,, +mullato01,1889,1,CN2,AA,63,196,53,58,16,4,0,29,24,,27,21,,2,,, +mulvejo01,1889,1,PHI,NL,129,544,77,157,21,9,6,77,23,,23,25,,1,,, +murphpa01,1889,1,NY1,NL,9,28,5,10,1,1,1,4,0,,2,0,,0,,, +myersal01,1889,1,WS8,NL,46,176,24,46,3,0,0,20,10,,22,7,,1,,, +myersal01,1889,2,PHI,NL,75,305,52,82,14,2,0,28,8,,36,9,,4,,, +myersge01,1889,1,IN3,NL,43,149,22,29,3,0,0,12,12,,17,13,,4,,, +nashbi01,1889,1,BSN,NL,128,481,84,132,20,2,3,76,26,,79,44,,2,,, +nicolhu01,1889,1,CN2,AA,122,474,82,121,7,8,2,58,80,,54,35,,5,,, +obriebi01,1889,1,WS8,NL,2,8,1,0,0,0,0,0,0,,1,1,,0,,, +obrieda01,1889,1,BR3,AA,136,567,146,170,30,11,5,80,91,,61,76,,16,,, +obrieda02,1889,1,CL4,NL,41,140,13,35,1,0,0,18,2,,12,18,,1,,, +oconnja01,1889,1,CL6,AA,107,398,69,107,17,7,4,60,26,,33,37,,4,,, +odayha01,1889,1,WS8,NL,13,44,1,8,1,0,0,4,0,,3,7,,0,,, +odayha01,1889,2,NY1,NL,10,31,5,3,0,0,0,3,2,,4,10,,1,,, +oneilti01,1889,1,SL4,AA,134,534,123,179,33,8,9,110,28,,72,37,,5,,, +orourji01,1889,1,NY1,NL,128,502,89,161,36,7,3,81,33,,40,34,,1,,, +orrda01,1889,1,CL6,AA,134,560,70,183,31,12,4,87,12,,9,38,,2,,, +pearsfr01,1889,1,KC2,AA,3,11,0,1,0,0,0,1,0,,0,3,,0,,, +peoplji01,1889,1,CL6,AA,29,100,13,23,6,2,1,16,3,,6,8,,0,,, +pettych01,1889,1,CN2,AA,5,20,3,6,1,1,0,4,1,,0,2,,0,,, +pfefffr01,1889,1,CHN,NL,134,531,85,128,15,7,7,77,45,,53,51,,3,,, +pickejo01,1889,1,KC2,AA,53,201,20,45,7,0,0,12,7,,11,21,,2,,, +pinknge01,1889,1,BR3,AA,138,545,103,134,25,7,4,82,47,,59,43,,7,,, +portehe01,1889,1,KC2,AA,4,10,0,1,0,0,0,1,0,,1,3,,0,,, +purcebl01,1889,1,PH4,AA,129,507,72,160,19,7,0,85,22,,50,27,,5,,, +quinnjo02,1889,1,BSN,NL,112,444,57,116,13,5,2,69,24,,25,21,,5,,, +quinnto01,1889,1,BL2,AA,55,194,18,34,2,1,1,15,6,,19,22,,1,,, +radboch01,1889,1,BSN,NL,35,122,17,23,1,0,1,13,3,,9,19,,2,,, +radfopa01,1889,1,CL4,NL,136,487,94,116,21,5,1,46,30,,91,37,,6,,, +ramseto01,1889,1,LS2,AA,18,57,3,15,1,0,0,3,1,,1,8,,1,,, +ramseto01,1889,2,SL4,AA,5,17,2,5,1,0,0,4,0,,1,3,,0,,, +rayir01,1889,1,BSN,NL,9,33,8,10,1,0,0,2,1,,4,0,,0,,, +rayir01,1889,2,BL2,AA,26,106,20,36,4,1,0,17,12,,7,6,,3,,, +raymoha01,1889,1,LS2,AA,130,515,58,123,12,9,0,47,19,,19,45,,3,,, +reillch02,1889,1,CL6,AA,6,23,5,11,1,0,3,6,9,,2,2,,1,,, +reilljo01,1889,1,CN2,AA,111,427,84,111,24,13,5,66,43,,34,37,,18,,, +reynoch02,1889,1,KC2,AA,1,4,1,1,0,0,0,1,0,,0,1,,0,,, +reynoch02,1889,2,BR3,AA,12,42,5,9,1,1,0,3,2,,1,6,,0,,, +richada01,1889,1,NY1,NL,125,497,88,139,22,8,7,100,32,,46,37,,1,,, +richaha01,1889,1,BSN,NL,132,536,122,163,33,10,6,79,47,,48,44,,5,,, +riddljo01,1889,1,WS8,NL,11,37,3,8,3,0,0,3,0,,2,8,,0,,, +robinbi01,1889,1,LS2,AA,1,3,2,1,0,0,0,0,0,,0,1,,0,,, +robinwi01,1889,1,PH4,AA,69,264,31,61,13,2,0,28,9,,6,34,,1,,, +robinya01,1889,1,SL4,AA,132,452,97,94,17,3,5,70,39,,118,55,,6,,, +roweja01,1889,1,PIT,NL,75,317,57,82,14,3,2,32,5,,22,16,,3,,, +rusieam01,1889,1,IN3,NL,33,103,15,18,3,1,0,4,3,,2,19,,1,,, +ryanja01,1889,1,LS2,AA,21,79,8,14,1,0,0,2,2,,3,17,,0,,, +ryanji01,1889,1,CHN,NL,135,576,140,187,31,14,17,72,45,,70,62,,6,,, +sandebe01,1889,1,PHI,NL,44,169,21,47,8,2,0,21,4,,6,11,,1,,, +scherha01,1889,1,LS2,AA,1,3,0,1,0,0,0,0,0,,0,0,,0,,, +schoeju01,1889,1,IN3,NL,16,62,3,15,2,2,0,8,1,,3,3,,2,,, +schripo01,1889,1,PHI,NL,55,211,24,56,10,0,1,19,5,,16,8,,2,,, +seeryem01,1889,1,IN3,NL,127,526,123,165,26,12,8,59,19,,67,59,,10,,, +sewared01,1889,1,PH4,AA,46,143,22,31,5,3,2,17,6,,22,19,,3,,, +shannda01,1889,1,LS2,AA,121,498,90,128,22,12,4,48,26,,42,52,,0,,, +shindbi01,1889,1,BL2,AA,138,567,122,178,24,7,3,64,56,,42,37,,7,,, +shochge01,1889,1,WS8,NL,30,109,12,26,2,0,0,11,9,,20,5,,6,,, +shrevle01,1889,1,IN3,NL,3,7,1,0,0,0,0,0,0,,1,1,,0,,, +slattmi01,1889,1,NY1,NL,12,48,7,14,2,0,1,12,2,,4,3,,0,,, +smithel01,1889,1,CN2,AA,29,83,12,23,3,1,2,17,1,,7,18,,2,,, +smithge01,1889,1,BR3,AA,121,446,89,103,22,3,3,53,35,,40,42,,1,,, +smithha01,1889,1,LS2,AA,1,2,0,1,0,0,0,1,0,,0,1,,0,,, +smithph01,1889,1,PH4,AA,5,16,3,3,1,0,0,0,0,,3,3,,0,,, +smithpo01,1889,1,PIT,NL,72,258,26,54,10,2,5,27,12,,24,38,,6,,, +smithpo01,1889,2,BSN,NL,59,208,21,54,13,4,0,32,11,,23,30,,4,,, +snydepo01,1889,1,CL4,NL,22,83,5,16,3,0,0,12,4,,2,12,,1,,, +sommejo01,1889,1,BL2,AA,106,386,51,85,13,2,1,36,18,,42,49,,1,,, +sommepe01,1889,1,CHN,NL,12,45,5,10,5,0,0,8,0,,2,8,,1,,, +sommepe01,1889,2,IN3,NL,23,84,12,21,2,2,2,14,2,,1,16,,1,,, +sowdebi01,1889,1,BSN,NL,7,17,2,4,0,0,0,0,0,,1,2,,0,,, +sowdebi01,1889,2,PIT,NL,15,48,4,13,1,0,0,5,0,,3,10,,0,,, +sowdejo01,1889,1,KC2,AA,28,87,11,19,3,0,0,6,1,,4,20,,2,,, +spragch01,1889,1,CL4,NL,2,7,2,1,0,0,0,1,1,,1,0,,0,,, +sprined01,1889,1,LS2,AA,1,2,0,0,0,0,0,0,0,,0,1,,0,,, +staleha01,1889,1,PIT,NL,51,186,11,30,3,1,0,8,1,,4,40,,0,,, +stearec01,1889,1,KC2,AA,139,560,96,160,24,12,3,87,67,,56,69,,0,,, +stiveja01,1889,1,SL4,AA,27,79,12,18,2,2,0,7,0,,3,13,,1,,, +stoveha01,1889,1,PH4,AA,137,556,152,171,38,13,19,119,63,,77,68,,1,,, +stratsc01,1889,1,LS2,AA,62,229,30,66,7,5,4,34,10,,13,36,,2,,, +striccu01,1889,1,CL4,NL,136,566,83,142,10,4,1,47,32,,58,18,,2,,, +sullima01,1889,1,IN3,NL,69,256,45,73,11,3,4,35,15,,50,31,,1,,, +sullimi02,1889,1,WS8,NL,9,19,2,1,0,0,0,0,0,,1,2,,1,,, +sullito01,1889,1,KC2,AA,10,33,8,5,1,0,0,1,0,,5,8,,2,,, +sundabi01,1889,1,PIT,NL,81,321,62,77,10,6,2,25,47,,27,33,,4,,, +sutclsy01,1889,1,CL4,NL,46,161,17,40,3,2,1,21,5,,14,6,,0,,, +swartpa01,1889,1,KC2,AA,51,174,19,25,4,0,0,20,7,,18,33,,6,,, +sweenpe01,1889,1,WS8,NL,49,193,13,44,7,3,1,23,8,,11,26,,4,,, +sweenpe01,1889,2,SL4,AA,9,38,8,14,2,0,0,8,2,,1,5,,2,,, +tatepo01,1889,1,BL2,AA,72,253,28,46,6,3,1,27,4,,13,37,,5,,, +tebeage01,1889,1,CN2,AA,135,496,110,125,21,11,7,70,61,,69,62,,6,,, +tebeapa01,1889,1,CL4,NL,136,521,72,147,20,6,8,76,26,,37,41,,2,,, +tenerjo01,1889,1,CHN,NL,42,150,18,41,4,2,1,19,2,,7,22,,0,,, +terryad01,1889,1,BR3,AA,49,160,29,48,6,6,2,26,8,,14,14,,0,,, +thompsa01,1889,1,PHI,NL,128,533,103,158,36,4,20,111,24,,36,22,,6,,, +thornjo01,1889,1,WS8,NL,1,4,0,0,0,0,0,1,0,,0,1,,0,,, +tiernmi01,1889,1,NY1,NL,122,499,147,167,23,14,10,73,33,,96,32,,5,,, +titcoca01,1889,1,NY1,NL,3,12,2,1,0,0,0,0,0,,0,2,,0,,, +tomneph01,1889,1,LS2,AA,112,376,61,80,8,5,4,38,26,,46,47,,3,,, +traffjo01,1889,1,LS2,AA,1,2,0,1,0,0,0,0,0,,0,0,,0,,, +tucketo01,1889,1,BL2,AA,134,527,103,196,22,11,5,99,63,,42,26,,33,,, +twitcla01,1889,1,CL4,NL,134,549,73,151,16,11,4,95,17,,29,37,,3,,, +vanhage01,1889,1,CHN,NL,134,543,126,175,20,10,9,81,28,,82,41,,5,,, +vaughfa01,1889,1,LS2,AA,90,360,39,86,11,5,3,45,13,,7,41,,0,,, +viaule01,1889,1,CN2,AA,47,147,14,21,2,1,0,9,4,,11,47,,1,,, +visnejo01,1889,1,BR3,AA,80,295,56,76,12,10,8,68,13,,36,36,,4,,, +wardjo01,1889,1,NY1,NL,114,479,87,143,13,4,1,67,62,,27,7,,2,,, +wardpi01,1889,1,PHI,NL,7,25,0,4,1,0,0,4,1,,0,7,,0,,, +weavefa01,1889,1,LS2,AA,124,499,62,145,17,6,0,60,21,,40,22,,7,,, +weckbpe01,1889,1,IN3,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,,, +welchcu01,1889,1,PH4,AA,125,516,134,140,39,6,0,39,66,,67,30,,19,,, +welchmi01,1889,1,NY1,NL,45,156,20,30,5,1,0,12,0,,5,27,,0,,, +weyhigu01,1889,1,PH4,AA,54,191,16,25,2,0,0,12,4,,9,59,,1,,, +weyhijo01,1889,1,CL6,AA,1,0,0,0,0,0,0,0,0,,0,0,,0,,, +whitapa01,1889,1,BL2,AA,1,4,0,1,0,0,0,2,0,,0,2,,0,,, +whitede01,1889,1,PIT,NL,55,225,35,57,10,1,0,26,2,,16,18,,4,,, +whitnar01,1889,1,NY1,NL,129,473,71,103,12,2,1,59,19,,56,39,,2,,, +whitnji01,1889,1,IN3,NL,10,32,6,12,4,1,0,4,2,,5,6,,1,,, +widnewi01,1889,1,CL6,AA,41,133,16,28,3,0,2,10,5,,2,31,,1,,, +willine01,1889,1,CHN,NL,47,173,16,41,3,1,1,30,2,,23,22,,4,,, +wilmowa01,1889,1,WS8,NL,108,432,88,125,19,19,9,57,40,,51,32,,2,,, +wisesa01,1889,1,WS8,NL,121,472,79,118,15,8,4,62,24,,61,62,,4,,, +wolfji01,1889,1,LS2,AA,130,546,72,159,20,9,3,57,18,,29,34,,5,,, +woodge01,1889,1,PHI,NL,97,422,77,106,21,4,5,53,17,,53,33,,1,,, +woodge01,1889,2,BL2,AA,3,10,1,2,0,0,0,1,1,,0,2,,0,,, +woodpe01,1889,1,PHI,NL,3,8,0,0,0,0,0,2,0,,0,1,,0,,, +zimmech01,1889,1,CL4,NL,84,259,47,67,9,9,1,21,14,,44,35,,1,,, +abbotda01,1890,1,TL2,AA,3,7,0,1,0,1,0,1,1,,0,,,0,,, +adamsji01,1890,1,SL4,AA,1,4,0,1,0,0,0,0,0,,0,,,0,,, +allenbo01,1890,1,PHI,NL,133,456,69,103,15,11,2,57,13,,87,54,,5,,, +alvorbi01,1890,1,TL2,AA,116,495,69,135,13,16,2,52,21,,22,,,0,,, +anderda01,1890,1,PHI,NL,3,9,1,1,0,0,0,0,0,,0,3,,0,,, +anderda01,1890,2,PIT,NL,13,42,4,3,0,0,0,0,0,,1,10,,2,,, +andreed01,1890,1,BRP,PL,94,395,84,100,14,2,3,38,21,,40,32,,1,,, +andreji01,1890,1,CHN,NL,53,202,32,38,4,2,3,17,11,,23,41,,2,,, +ansonca01,1890,1,CHN,NL,139,504,95,157,14,5,7,107,29,,113,23,,6,,, +ardnejo01,1890,1,CL4,NL,84,323,28,72,13,1,0,35,9,,17,40,,2,,, +bakelje01,1890,1,CLP,PL,43,138,10,28,3,0,0,9,0,,11,28,,1,,, +bakerki01,1890,1,PIT,NL,26,68,6,10,0,0,0,0,1,,10,6,,2,,, +bakerno01,1890,1,BL3,AA,2,7,0,0,0,0,0,0,0,,0,,,1,,, +baldwki01,1890,1,CIN,NL,22,72,5,11,0,0,0,10,2,,3,6,,0,,, +baldwki01,1890,2,PH4,AA,24,90,5,21,1,2,0,12,2,,4,,,1,,, +baldwla01,1890,1,BRO,NL,2,3,1,0,0,0,0,0,0,,1,1,,0,,, +baldwla01,1890,2,BFP,PL,7,28,4,8,1,0,0,2,0,,2,1,,0,,, +baldwma01,1890,1,CHP,PL,58,212,27,45,4,6,1,25,4,,15,50,,0,,, +barrbo01,1890,1,RC2,AA,57,201,22,36,2,0,2,15,1,,13,,,4,,, +bartsch01,1890,1,CHP,PL,26,78,7,13,1,0,0,6,2,,11,12,,1,,, +bassech01,1890,1,NY1,NL,100,410,52,98,13,8,0,54,14,,29,25,,7,,, +bastich01,1890,1,CHP,PL,80,283,38,54,10,5,0,29,4,,33,37,,5,,, +battijo01,1890,1,SR2,AA,29,119,15,25,2,1,0,13,8,,8,,,0,,, +beardol01,1890,1,CIN,NL,122,492,64,132,17,15,3,72,30,,44,13,,2,,, +beatied01,1890,1,CL4,NL,54,191,25,27,4,3,1,21,2,,12,43,,0,,, +becklja01,1890,1,PTP,PL,124,529,110,171,38,22,9,123,18,,42,33,,6,,, +beeched01,1890,1,BFP,PL,126,536,69,159,22,10,3,90,14,,29,23,,7,,, +bennech01,1890,1,BSN,NL,85,281,59,60,17,2,3,40,6,,72,56,,2,,, +bergetu01,1890,1,PIT,NL,104,391,64,104,18,4,0,40,11,,35,23,,7,,, +bierblo01,1890,1,BRP,PL,133,589,128,180,31,11,7,99,16,,40,15,,0,,, +blauvhe01,1890,1,RC2,AA,2,6,3,3,0,0,0,1,3,,0,,,0,,, +blighne01,1890,1,CL6,AA,8,29,2,6,2,0,0,5,0,,2,,,0,,, +blighne01,1890,2,LS2,AA,24,73,9,15,0,0,1,9,1,,9,,,0,,, +bowesfr01,1890,1,BR4,AA,61,232,28,51,5,2,0,24,11,,7,,,1,,, +bowmasu01,1890,1,PHI,NL,1,4,0,2,0,0,0,1,0,,0,0,,0,,, +bowmasu01,1890,2,PIT,NL,10,36,7,10,1,0,0,3,0,,4,5,,0,,, +boyleja01,1890,1,CHP,PL,100,369,56,96,9,5,1,49,11,,44,29,,5,,, +brennji01,1890,1,CLP,PL,59,233,32,59,3,7,0,26,8,,13,29,,4,,, +brigggr01,1890,1,SR2,AA,86,316,44,57,6,5,0,21,7,,16,,,1,,, +brodist01,1890,1,BSN,NL,132,514,77,152,19,9,0,67,29,,66,20,,11,,, +broutda01,1890,1,BSP,PL,126,475,123,159,38,10,2,102,29,,99,17,,18,,, +brownpe01,1890,1,CLP,PL,118,493,112,184,40,8,5,93,35,,75,36,,3,,, +brownto01,1890,1,BSP,PL,131,558,149,156,25,14,4,67,80,,87,87,,3,,, +brownwi01,1890,1,NYP,PL,60,230,47,64,8,4,4,43,5,,13,13,,1,,, +buckldi01,1890,1,NY1,NL,70,266,39,68,11,0,2,26,3,,23,35,,4,,, +buckljo01,1890,1,BFP,PL,4,15,1,0,0,0,0,0,0,,2,10,,0,,, +budd01,1890,1,CLP,PL,1,4,0,0,0,0,0,0,0,,0,3,,0,,, +buffich01,1890,1,PHP,PL,42,150,24,41,3,2,1,24,1,,9,3,,1,,, +burkeda01,1890,1,RC2,AA,32,102,14,22,1,0,0,9,2,,17,,,1,,, +burkeda01,1890,2,SR2,AA,9,20,1,0,0,0,0,0,0,,5,,,1,,, +burkeed01,1890,1,PHI,NL,100,430,85,113,16,11,4,50,38,,49,40,,8,,, +burkeed01,1890,2,PIT,NL,31,124,17,26,5,2,1,7,6,,14,9,,1,,, +burkeje01,1890,1,NY1,NL,101,401,67,124,23,13,4,60,14,,33,52,,3,,, +burkejo01,1890,1,SL4,AA,2,6,3,4,0,0,0,2,0,,1,,,1,,, +burnsoy01,1890,1,BRO,NL,119,472,102,134,22,12,13,128,21,,51,42,,4,,, +burnsto01,1890,1,CHN,NL,139,538,86,149,17,6,5,86,44,,57,45,,2,,, +bushodo01,1890,1,BRO,NL,16,55,5,13,2,0,0,7,2,,6,4,,0,,, +calihwi01,1890,1,RC2,AA,48,159,16,23,4,2,1,14,2,,8,,,1,,, +campaco01,1890,1,SL4,AA,75,314,68,101,9,12,9,75,36,,26,,,0,,, +campbsa01,1890,1,PH4,AA,2,5,0,0,0,0,0,0,0,,1,,,0,,, +cantzba01,1890,1,PH4,AA,5,22,1,1,0,0,0,1,0,,0,,,0,,, +carfred01,1890,1,PH4,AA,1,4,0,1,0,0,0,0,0,,0,,,0,,, +carmage01,1890,1,PH4,AA,27,93,9,16,2,0,0,7,5,,8,,,1,,, +carnejo01,1890,1,BFP,PL,28,107,11,29,3,0,0,13,2,,7,14,,3,,, +carnejo01,1890,2,CLP,PL,25,89,15,31,5,3,0,21,6,,14,5,,1,,, +carrocl01,1890,1,CHN,NL,136,582,134,166,16,6,7,65,34,,53,34,,7,,, +carrofr01,1890,1,PTP,PL,111,416,95,124,20,7,2,71,35,,75,22,,11,,, +cartwed01,1890,1,SL4,AA,75,300,70,90,12,4,8,60,26,,29,,,3,,, +carutbo01,1890,1,BRO,NL,71,238,46,63,7,4,1,29,13,,47,18,,5,,, +caseyda01,1890,1,SR2,AA,46,160,11,26,5,2,0,11,3,,6,,,1,,, +chambel01,1890,1,SL4,AA,5,15,1,2,0,0,0,2,0,,0,,,0,,, +chambel01,1890,2,CL6,AA,25,65,8,15,3,0,0,4,2,,7,,,0,,, +childcu01,1890,1,SR2,AA,126,493,109,170,33,14,2,89,56,,72,,,6,,, +churchi01,1890,1,BR4,AA,3,9,1,1,0,0,0,0,0,,0,,,0,,, +clarkar01,1890,1,NY1,NL,101,395,55,89,12,8,0,49,44,,32,38,,4,,, +clarkbo01,1890,1,BRO,NL,43,151,24,33,3,3,0,15,10,,15,8,,4,,, +clarkjo01,1890,1,BSN,NL,45,173,18,43,6,3,2,26,2,,8,31,,1,,, +clarksp01,1890,1,BFP,PL,69,260,45,69,11,1,2,25,8,,20,16,,3,,, +clemeed01,1890,1,PIT,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,,, +clemeja01,1890,1,PHI,NL,97,381,64,120,23,8,7,74,10,,45,30,,3,,, +clingbi01,1890,1,CIN,NL,7,27,2,7,1,0,0,5,0,,1,0,,0,,, +colemjo01,1890,1,PIT,NL,3,11,1,2,0,0,0,0,1,,3,0,,0,,, +colemjo02,1890,1,PHI,NL,1,0,0,0,0,0,0,0,0,,0,0,,0,,, +collibi01,1890,1,PH4,AA,1,1,0,0,0,0,0,0,0,,0,,,0,,, +collihu01,1890,1,BRO,NL,129,510,148,142,32,7,3,69,85,,85,47,,3,,, +comisch01,1890,1,CHP,PL,88,377,53,92,11,3,0,59,34,,14,17,,3,,, +connepe01,1890,1,BR4,AA,11,40,7,9,2,1,0,3,3,,7,,,0,,, +connoro01,1890,1,NYP,PL,123,484,133,169,24,15,14,103,22,,88,32,,1,,, +conrobe01,1890,1,PH4,AA,117,404,45,69,13,1,0,21,17,,45,,,5,,, +cookpa01,1890,1,BRP,PL,58,218,32,55,3,3,0,31,7,,14,18,,2,,, +cooneji01,1890,1,CHN,NL,135,574,114,156,19,10,4,52,45,,73,23,,6,,, +corcoto01,1890,1,PTP,PL,126,515,81,120,14,13,1,63,44,,39,45,,2,,, +corkhpo01,1890,1,BRO,NL,51,204,23,46,4,2,1,21,6,,15,11,,0,,, +cotteda01,1890,1,BFP,PL,1,4,0,0,0,0,0,0,0,,0,0,,0,,, +coughro01,1890,1,CHN,NL,11,39,5,10,1,1,0,1,0,,2,12,,0,,, +craneed01,1890,1,NYP,PL,43,146,27,46,5,4,0,16,5,,10,26,,1,,, +cranesa01,1890,1,NY1,NL,2,6,0,0,0,0,0,0,1,,0,0,,0,,, +cranesa01,1890,2,PIT,NL,22,82,3,16,3,0,0,3,5,,0,7,,1,,, +cranesa01,1890,3,NY1,NL,2,6,0,0,0,0,0,0,0,,0,0,,0,,, +crawfge01,1890,1,PH4,AA,5,17,1,2,0,0,0,3,1,,0,,,0,,, +creelgu01,1890,1,SL4,AA,4,15,0,0,0,0,0,0,1,,0,,,0,,, +crookja01,1890,1,CL6,AA,135,485,86,107,5,4,1,62,57,,96,,,7,,, +crossla01,1890,1,PHP,PL,63,245,42,73,7,8,3,47,5,,12,6,,0,,, +cunnibe01,1890,1,PHP,PL,15,52,6,6,1,1,0,3,1,,2,11,,0,,, +cunnibe01,1890,2,BFP,PL,28,101,11,23,5,1,0,11,0,,6,23,,0,,, +cushmed01,1890,1,TL2,AA,40,130,9,13,0,2,0,10,4,,10,,,1,,, +dailevi01,1890,1,CL4,NL,64,246,41,71,5,7,0,32,17,,33,23,,0,,, +dailyco01,1890,1,BRP,PL,46,168,20,42,6,3,0,35,6,,15,14,,1,,, +dailyed01,1890,1,BR4,AA,91,394,68,94,15,7,1,39,49,,24,,,1,,, +dailyed01,1890,2,NY1,NL,4,15,1,2,1,0,0,1,0,,0,4,,0,,, +dailyed01,1890,3,LS2,AA,23,80,24,20,0,2,0,9,13,,13,,,0,,, +daleybi01,1890,1,BSP,PL,39,119,17,20,2,0,2,9,1,,10,16,,1,,, +dalyjo01,1890,1,PH4,AA,21,75,8,21,4,1,0,7,1,,3,,,0,,, +dalyto01,1890,1,BRO,NL,82,292,55,71,9,4,5,43,20,,32,43,,4,,, +daniepe01,1890,1,PIT,NL,4,12,1,4,1,0,0,2,0,,1,2,,0,,, +darlide01,1890,1,CHP,PL,58,221,45,57,12,4,2,39,5,,29,28,,3,,, +davisge01,1890,1,CL4,NL,136,526,98,139,22,9,6,73,22,,53,34,,4,,, +davisju01,1890,1,SL4,AA,21,71,8,18,3,1,0,13,5,,9,,,0,,, +davisju01,1890,2,BR4,AA,38,142,33,43,9,2,2,28,10,,15,,,4,,, +daybi01,1890,1,PHI,NL,4,10,1,1,0,0,0,1,0,,0,1,,0,,, +daybi01,1890,2,PIT,NL,6,23,1,1,0,0,0,2,0,,0,2,,0,,, +dealypa01,1890,1,SR2,AA,18,66,9,12,1,0,0,4,4,,5,,,1,,, +deckeha01,1890,1,PHI,NL,5,19,5,7,1,0,0,2,4,,4,1,,0,,, +deckeha01,1890,2,PIT,NL,92,354,52,97,14,3,5,38,8,,26,36,,0,,, +delahed01,1890,1,CLP,PL,115,517,107,153,26,13,3,64,25,,24,30,,8,,, +delanbi01,1890,1,CL4,NL,36,116,16,22,1,1,1,7,5,,21,19,,0,,, +demarfr01,1890,1,CHN,NL,1,2,0,0,0,0,0,0,0,,0,1,,0,,, +dennyje01,1890,1,NY1,NL,114,437,50,93,18,7,3,42,11,,28,62,,6,,, +dewalch01,1890,1,CLP,PL,2,8,1,3,0,0,0,3,0,,0,2,,0,,, +doefr01,1890,1,BFP,PL,1,2,0,0,0,0,0,0,0,,0,1,,0,,, +doefr01,1890,2,PTP,PL,1,2,0,1,0,0,0,0,0,,0,0,,0,,, +dolanjo01,1890,1,CIN,NL,2,8,0,1,0,0,0,1,0,,0,3,,0,,, +donneji01,1890,1,SL4,AA,11,42,11,14,0,0,0,3,5,,8,,,1,,, +donovpa01,1890,1,BSN,NL,32,140,17,36,0,0,0,9,10,,8,17,,2,,, +donovpa01,1890,2,BRO,NL,28,105,17,23,5,1,0,8,3,,5,5,,2,,, +dorgami01,1890,1,SR2,AA,33,139,19,30,8,0,0,18,8,,16,,,1,,, +dotyba01,1890,1,TL2,AA,1,3,0,0,0,0,0,0,0,,1,,,0,,, +dowseto01,1890,1,CL4,NL,40,159,20,33,2,1,0,9,3,,12,22,,1,,, +doyleja01,1890,1,CL6,AA,77,298,47,80,17,7,2,44,27,,13,,,0,,, +duffech01,1890,1,SL4,AA,98,378,68,104,11,7,3,54,20,,37,,,3,,, +duffyhu01,1890,1,CHP,PL,137,596,161,191,36,16,7,82,78,,59,20,,2,,, +dunlafr01,1890,1,PIT,NL,17,64,9,11,1,1,0,3,2,,7,6,,1,,, +dunlafr01,1890,2,NYP,PL,1,4,1,2,0,0,0,0,0,,0,0,,0,,, +duryeje01,1890,1,CIN,NL,33,99,13,15,1,1,1,6,9,,19,21,,5,,, +duzenbi01,1890,1,BFP,PL,2,4,2,1,1,0,0,1,0,,3,0,,0,,, +dwyerfr01,1890,1,CHP,PL,16,53,10,14,2,0,0,11,1,,0,2,,0,,, +earlebi01,1890,1,SL4,AA,22,73,16,17,3,1,0,12,6,,7,,,2,,, +earlho01,1890,1,CHN,NL,92,384,57,95,10,3,7,51,17,,18,47,,2,,, +eastehe01,1890,1,CL6,AA,58,197,25,31,5,1,1,17,5,,23,,,1,,, +eastehe01,1890,2,PH4,AA,19,68,17,10,1,0,1,3,4,,10,,,0,,, +eastehe01,1890,3,LS2,AA,7,24,2,2,0,0,0,1,1,,2,,,1,,, +eastoja01,1890,1,CL6,AA,41,107,14,19,0,2,0,6,6,,10,,,2,,, +ehretre01,1890,1,LS2,AA,43,146,11,31,2,1,0,10,1,,1,,,0,,, +eiteled01,1890,1,CHN,NL,1,1,0,0,0,0,0,0,0,,0,1,,0,,, +elybo01,1890,1,SR2,AA,119,496,72,130,16,6,0,64,44,,31,,,2,,, +esperdu01,1890,1,PH4,AA,18,61,11,18,2,2,0,11,1,,2,,,0,,, +esperdu01,1890,2,PIT,NL,2,7,0,1,0,0,0,0,0,,0,2,,0,,, +esperdu01,1890,3,PHI,NL,5,19,2,3,1,0,0,2,0,,0,10,,0,,, +esterdu01,1890,1,NY1,NL,45,197,29,57,14,1,0,29,12,,10,8,,3,,, +ewingbu01,1890,1,NYP,PL,83,352,98,119,19,15,8,72,36,,39,12,,1,,, +ewingjo01,1890,1,NYP,PL,35,114,18,24,2,1,2,17,2,,5,35,,0,,, +faatzja01,1890,1,BFP,PL,32,111,18,21,0,2,1,16,2,,9,5,,8,,, +farrasi01,1890,1,PHP,PL,127,481,84,123,17,11,1,69,9,,51,23,,5,,, +farredu01,1890,1,CHP,PL,117,451,79,131,21,12,2,84,8,,42,28,,1,,, +fennefr01,1890,1,BR4,AA,45,178,40,44,8,3,2,18,6,,30,,,0,,, +fersoal01,1890,1,BFP,PL,11,32,4,7,0,0,0,2,1,,6,7,,1,,, +fieldji01,1890,1,RC2,AA,52,188,30,38,7,5,4,25,8,,21,,,8,,, +fieldjo01,1890,1,PTP,PL,129,536,103,151,19,20,9,88,25,,60,53,,3,,, +fitzgde01,1890,1,PH4,AA,2,8,0,2,0,0,0,0,0,,0,,,0,,, +fitzgjo01,1890,1,RC2,AA,11,31,1,6,0,0,0,2,1,,2,,,0,,, +fogarji01,1890,1,PHP,PL,91,347,71,83,17,6,4,58,36,,59,50,,9,,, +fordto01,1890,1,CL6,AA,1,1,0,0,0,0,0,0,0,,0,,,0,,, +fordto01,1890,2,BR4,AA,10,30,1,1,0,0,0,0,1,,1,,,0,,, +foremfr01,1890,1,CIN,NL,25,75,13,10,1,3,1,7,0,,10,13,,2,,, +fosteel01,1890,1,CHN,NL,27,105,20,26,4,2,5,23,18,,9,21,,3,,, +foutzda01,1890,1,BRO,NL,129,509,106,154,25,13,5,98,42,,52,25,,1,,, +francos01,1890,1,CHN,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,,, +frielpa01,1890,1,SR2,AA,62,261,51,65,8,2,3,21,34,,17,,,3,,, +fullesh01,1890,1,SL4,AA,130,526,118,146,9,9,1,40,60,,73,,,11,,, +galvipu01,1890,1,PTP,PL,26,97,8,20,2,1,0,12,1,,6,20,,0,,, +ganzech01,1890,1,BSN,NL,38,163,21,44,7,3,0,24,1,,5,6,,2,,, +garfibi01,1890,1,CL4,NL,9,26,0,4,0,0,0,2,0,,3,12,,0,,, +gastrha01,1890,1,CL6,AA,48,169,18,36,2,2,0,21,1,,13,,,1,,, +gerhajo01,1890,1,BR4,AA,99,369,34,75,10,4,2,40,9,,30,,,4,,, +gerhajo01,1890,2,SL4,AA,37,125,15,32,0,0,1,11,5,,9,,,3,,, +germale01,1890,1,BL3,AA,17,51,7,6,1,0,0,3,5,,8,,,0,,, +gettito01,1890,1,SL4,AA,58,227,31,54,7,5,3,30,8,,20,,,1,,, +getzich01,1890,1,BSN,NL,41,147,27,34,9,2,2,25,4,,16,25,,2,,, +gibsoro01,1890,1,CHN,NL,1,4,0,0,0,0,0,0,0,,1,0,,0,,, +gibsoro01,1890,2,PIT,NL,3,13,1,3,0,0,0,1,0,,0,3,,0,,, +gilbeha01,1890,1,PIT,NL,2,8,1,2,0,0,0,0,0,,0,3,,0,,, +gilbejo01,1890,1,PIT,NL,2,8,0,0,0,0,0,0,0,,0,2,,0,,, +gilbepe01,1890,1,BL3,AA,29,100,25,28,2,1,1,18,12,,10,,,3,,, +gilksbo01,1890,1,CL4,NL,130,544,65,116,10,3,0,41,17,,32,38,,6,,, +gilleji01,1890,1,BFP,PL,1,3,0,0,0,0,0,0,0,,0,2,,0,,, +glassja01,1890,1,NY1,NL,124,512,91,172,32,9,1,66,54,,41,8,,9,,, +gleasbi02,1890,1,CLP,PL,1,2,0,0,0,0,0,0,0,,0,1,,0,,, +gleaski01,1890,1,PHI,NL,63,224,22,47,3,0,0,17,10,,12,21,,0,,, +glenabo01,1890,1,CHN,NL,66,250,43,67,10,3,4,26,30,,19,31,,7,,, +goodahe01,1890,1,LS2,AA,19,45,10,19,2,0,0,5,0,,1,,,2,,, +gorege01,1890,1,NYP,PL,93,399,132,127,26,8,10,55,28,,77,23,,3,,, +grafflo01,1890,1,SR2,AA,1,5,0,2,1,0,0,3,0,,0,,,0,,, +graych01,1890,1,PIT,NL,5,15,1,3,1,0,0,3,0,,0,5,,0,,, +grayji01,1890,1,PTP,PL,2,9,3,2,0,0,1,3,0,,0,2,,0,,, +grayji01,1890,2,PIT,NL,1,3,0,0,0,0,0,0,0,,0,1,,0,,, +greenbi01,1890,1,RC2,AA,124,437,76,97,11,6,2,41,40,,48,,,8,,, +greened01,1890,1,PH4,AA,39,126,15,15,1,1,0,5,7,,13,,,3,,, +greybi01,1890,1,PHI,NL,34,128,20,31,8,4,0,21,5,,6,3,,2,,, +griffmi01,1890,1,PHP,PL,115,489,127,140,29,6,6,54,30,,64,19,,7,,, +griffsa01,1890,1,RC2,AA,107,407,85,125,28,4,5,53,21,,50,,,4,,, +grimjo01,1890,1,RC2,AA,50,192,30,51,6,9,2,34,14,,7,,,2,,, +grubehe01,1890,1,CLP,PL,50,163,21,36,3,3,0,9,0,,26,29,,0,,, +gumbead01,1890,1,BSP,PL,45,149,23,37,7,1,3,20,6,,18,26,,2,,, +gumbebi01,1890,1,PIT,NL,10,37,8,9,3,0,1,7,1,,2,5,,1,,, +haddoge01,1890,1,BFP,PL,42,146,21,36,11,0,0,24,3,,24,32,,2,,, +hallijo01,1890,1,BFP,PL,57,211,28,53,9,2,3,33,7,,20,19,,1,,, +hallmbi01,1890,1,PHP,PL,84,356,59,95,16,7,1,37,6,,33,24,,5,,, +hambuch01,1890,1,LS2,AA,133,485,93,132,22,2,3,77,46,,69,,,6,,, +hamilbi01,1890,1,PHI,NL,123,496,133,161,13,9,2,49,102,,83,37,,9,,, +hanlone01,1890,1,PTP,PL,121,485,107,132,16,6,1,45,65,,81,24,,6,,, +hardilo01,1890,1,BSN,NL,47,185,17,42,8,0,3,17,4,,18,36,,0,,, +harrije01,1890,1,CIN,NL,65,236,25,58,7,1,1,23,4,,15,29,,3,,, +hartbi02,1890,1,SL4,AA,27,78,7,15,1,0,1,8,1,,9,,,2,,, +hartnpa01,1890,1,SL4,AA,14,53,6,10,2,1,0,4,1,,6,,,1,,, +hasnepe01,1890,1,PH4,AA,2,7,1,1,0,0,0,0,0,,1,,,0,,, +hatfigi01,1890,1,NYP,PL,51,209,29,60,11,4,2,32,7,,14,13,,2,,, +hatfigi01,1890,2,BSP,PL,3,14,6,2,0,0,0,1,2,,1,3,,0,,, +hatfigi01,1890,3,NYP,PL,20,78,3,20,2,2,0,5,5,,3,6,,2,,, +hayesja01,1890,1,BRP,PL,12,42,3,8,0,0,0,5,0,,2,4,,0,,, +haynefr01,1890,1,PIT,NL,1,2,0,0,0,0,0,0,0,,0,0,,0,,, +healyjo01,1890,1,TL2,AA,48,156,27,34,7,4,1,10,7,,15,,,9,,, +heardch01,1890,1,PIT,NL,12,43,2,8,2,0,0,0,0,,1,15,,0,,, +heckegu01,1890,1,PIT,NL,86,340,43,77,13,9,0,38,13,,19,17,,9,,, +helmbho01,1890,1,PH4,AA,1,3,1,0,0,0,0,0,1,,0,,,0,,, +hemmige01,1890,1,CLP,PL,3,11,1,2,0,0,0,1,2,,0,3,,0,,, +hemmige01,1890,2,BRP,PL,19,57,5,9,0,1,0,8,1,,1,11,,0,,, +hempdu01,1890,1,PIT,NL,21,81,9,19,0,2,0,4,3,,8,12,,1,,, +hempdu01,1890,2,SR2,AA,9,33,1,5,1,0,0,1,1,,0,,,1,,, +henryjo01,1890,1,NY1,NL,37,144,19,35,6,0,0,16,12,,7,12,,1,,, +herred01,1890,1,SL4,AA,12,41,5,9,2,1,0,1,2,,5,,,3,,, +higgibi01,1890,1,SL4,AA,67,258,39,65,6,2,0,35,7,,24,,,0,,, +higgibi01,1890,2,SR2,AA,1,4,1,1,1,0,0,1,0,,0,,,0,,, +hillbe01,1890,1,BL3,AA,9,30,3,5,2,0,0,2,6,,3,,,3,,, +hinespa01,1890,1,PIT,NL,31,121,11,22,1,0,0,9,6,,11,7,,1,,, +hinespa01,1890,2,BSN,NL,69,273,41,72,12,3,2,48,9,,32,20,,4,,, +hollibu01,1890,1,CIN,NL,131,518,93,140,18,14,4,75,50,,49,36,,7,,, +honanma01,1890,1,CHN,NL,1,3,0,0,0,0,0,1,0,,0,2,,0,,, +hornujo01,1890,1,NY1,NL,120,513,62,122,18,5,0,65,39,,12,37,,2,,, +howesh01,1890,1,NY1,NL,19,64,4,11,0,0,0,4,3,,3,2,,1,,, +hoydu01,1890,1,BFP,PL,122,493,107,147,17,8,1,53,39,,94,36,,8,,, +hughemi01,1890,1,BRO,NL,9,26,2,1,0,0,0,1,0,,1,6,,0,,, +hughemi01,1890,2,PH4,AA,6,16,2,2,0,0,0,1,2,,2,,,0,,, +hurleje01,1890,1,PTP,PL,8,22,5,6,1,0,0,2,0,,2,5,,0,,, +hustebi01,1890,1,PHP,PL,18,56,5,6,0,0,0,5,1,,3,9,,0,,, +hutchbi01,1890,1,CHN,NL,71,261,28,53,7,2,2,27,6,,13,63,,1,,, +hutched01,1890,1,CHN,NL,4,17,0,1,1,0,0,0,0,,0,0,,0,,, +irwinar01,1890,1,BSP,PL,96,354,60,92,17,1,0,45,16,,57,29,,1,,, +irwinjo01,1890,1,BFP,PL,77,308,62,72,11,4,0,34,18,,43,19,,4,,, +johnsbi01,1890,1,BL3,AA,24,95,15,28,2,3,0,6,8,,7,,,1,,, +johnsdi01,1890,1,BSP,PL,2,9,0,1,0,0,0,0,0,,0,1,,0,,, +johnsdi01,1890,2,NYP,PL,77,306,37,74,9,7,1,43,7,,18,25,,2,,, +johnssp01,1890,1,CL6,AA,135,538,106,186,23,18,1,113,43,,48,,,10,,, +joneshe02,1890,1,PIT,NL,5,9,0,2,0,0,0,0,1,,0,0,,0,,, +jonesmi01,1890,1,LS2,AA,3,9,1,4,0,0,0,2,0,,2,,,0,,, +jordami01,1890,1,PIT,NL,37,125,8,12,1,0,0,6,5,,15,19,,3,,, +joycebi01,1890,1,BRP,PL,133,489,121,123,18,18,1,78,43,,123,77,,12,,, +kaneje01,1890,1,SL4,AA,8,25,3,5,0,0,0,2,0,,2,,,0,,, +kappejo01,1890,1,PH4,AA,56,208,29,50,8,1,1,22,12,,20,,,1,,, +keefege01,1890,1,BFP,PL,25,79,15,16,1,0,0,7,0,,13,14,,1,,, +keefejo01,1890,1,SR2,AA,43,157,10,30,0,0,0,5,0,,3,,,1,,, +keefeti01,1890,1,NYP,PL,30,92,18,10,1,0,2,11,0,,13,26,,2,,, +keenaji01,1890,1,CIN,NL,54,202,21,28,4,2,3,19,5,,19,36,,1,,, +keffefr01,1890,1,SR2,AA,2,7,1,1,0,0,0,0,0,,0,,,0,,, +kellyki01,1890,1,BSP,PL,90,342,83,111,18,6,4,66,51,,52,22,,2,,, +keltyjo01,1890,1,PIT,NL,59,207,24,49,10,2,1,27,10,,22,42,,4,,, +kerinjo01,1890,1,SL4,AA,18,63,8,8,2,0,0,3,2,,8,,,0,,, +kilroma01,1890,1,BSP,PL,31,93,11,20,1,1,0,8,11,,12,9,,0,,, +kingsi01,1890,1,CHP,PL,58,185,24,31,2,5,1,16,3,,13,22,,0,,, +kinslto01,1890,1,BRP,PL,64,242,30,64,11,6,4,46,2,,10,22,,2,,, +kittrma01,1890,1,CHN,NL,96,333,46,67,8,3,3,35,7,,39,53,,1,,, +klusmbi01,1890,1,SL4,AA,15,65,9,18,4,1,1,11,1,,1,,,0,,, +knausfr01,1890,1,CL6,AA,37,106,18,24,0,2,1,14,6,,12,,,1,,, +knellph01,1890,1,PHP,PL,36,132,19,29,3,2,1,18,3,,7,17,,1,,, +knighjo01,1890,1,CIN,NL,127,481,67,150,26,8,4,67,17,,38,31,,4,,, +knowlji01,1890,1,RC2,AA,123,491,83,138,12,8,5,84,55,,59,,,1,,, +knoxan01,1890,1,PH4,AA,21,75,6,19,3,0,0,8,5,,9,,,0,,, +krockgu01,1890,1,BFP,PL,4,12,1,1,0,0,0,1,0,,1,4,,0,,, +kuehnbi01,1890,1,PTP,PL,128,537,66,126,21,12,5,73,21,,28,37,,0,,, +lacke01,1890,1,PH4,AA,1,1,0,0,0,0,0,0,0,,0,,,0,,, +larkihe01,1890,1,CLP,PL,125,506,93,167,32,15,5,112,5,,65,18,,12,,, +laroqsa01,1890,1,PIT,NL,111,434,59,105,20,4,1,40,27,,35,29,,12,,, +lathaar01,1890,1,CHP,PL,52,214,47,49,7,2,1,20,32,,22,22,,3,,, +lathaar01,1890,2,CIN,NL,41,164,35,41,6,2,0,15,20,,23,18,,1,,, +lauerch01,1890,1,CHN,NL,2,8,1,2,1,0,0,2,0,,0,0,,0,,, +lawsoal01,1890,1,BSN,NL,1,2,0,0,0,0,0,0,0,,1,1,,0,,, +lawsoal01,1890,2,PIT,NL,2,4,0,0,0,0,0,0,0,,0,2,,0,,, +lehanmi01,1890,1,CL6,AA,140,512,54,108,19,5,0,56,13,,43,,,3,,, +leighjo01,1890,1,SR2,AA,7,27,6,8,2,0,0,0,2,,3,,,0,,, +lewis01,1890,1,BFP,PL,1,5,1,1,0,0,0,0,0,,0,0,,0,,, +lincoez01,1890,1,CL4,NL,15,51,4,8,1,0,0,0,0,,2,15,,0,,, +lincoez01,1890,2,SR2,AA,3,8,0,0,0,0,0,0,0,,0,,,0,,, +longda01,1890,1,BL3,AA,21,77,19,12,0,0,0,2,16,,14,,,2,,, +longhe01,1890,1,BSN,NL,101,431,95,108,15,3,8,52,49,,40,34,,4,,, +lovetto01,1890,1,BRO,NL,44,164,22,33,4,0,1,20,6,,12,29,,2,,, +lowebo01,1890,1,BSN,NL,52,207,35,58,13,2,2,21,15,,26,32,,2,,, +lubypa01,1890,1,CHN,NL,36,116,27,31,5,3,3,17,3,,9,6,,2,,, +lynchja01,1890,1,BR4,AA,1,4,2,3,2,0,0,0,0,,1,,,0,,, +lyonsde01,1890,1,PH4,AA,88,339,79,120,29,5,7,73,21,,57,,,10,,, +lyonsha01,1890,1,RC2,AA,133,584,83,152,11,11,3,58,47,,27,,,1,,, +lyonspa01,1890,1,CL4,NL,11,38,2,2,1,0,0,1,0,,4,4,,0,,, +lyonsto01,1890,1,SR2,AA,3,12,3,4,0,0,0,0,0,,0,,,0,,, +lytleda01,1890,1,CHN,NL,1,4,1,0,0,0,0,0,0,,0,1,,0,,, +lytleda01,1890,2,PIT,NL,15,55,2,8,1,0,0,0,0,,8,9,,0,,, +macey01,1890,1,PH4,AA,1,1,0,0,0,0,0,0,0,,0,,,0,,, +mackco01,1890,1,BFP,PL,123,503,95,134,15,12,0,53,16,,47,13,,20,,, +mackre01,1890,1,BL3,AA,26,95,14,27,3,5,0,11,7,,10,,,3,,, +maddeki01,1890,1,BSP,PL,13,38,5,7,2,0,0,4,0,,3,3,,0,,, +marrle01,1890,1,CIN,NL,130,527,91,157,17,12,1,73,44,,46,29,,6,,, +marsed01,1890,1,SR2,AA,16,51,9,14,1,1,0,9,0,,5,,,0,,, +mattimi01,1890,1,BR4,AA,33,129,14,17,1,1,0,7,11,,16,,,2,,, +maulal01,1890,1,PTP,PL,46,166,31,43,6,3,0,22,5,,22,13,,0,,, +mayered01,1890,1,PHI,NL,120,484,49,117,25,5,1,70,20,,22,36,,8,,, +maysal01,1890,1,CL6,AA,1,3,0,0,0,0,0,0,0,,1,,,0,,, +mcaleji01,1890,1,CLP,PL,86,341,58,91,8,7,1,42,21,,37,33,,1,,, +mcbrijo01,1890,1,PH4,AA,1,2,0,0,0,0,0,0,0,,0,,,0,,, +mccarto01,1890,1,SL4,AA,133,548,137,192,28,9,6,69,83,,66,,,11,,, +mccaual01,1890,1,PHI,NL,116,418,63,102,25,7,1,42,8,,57,38,,8,,, +mcculch01,1890,1,BR4,AA,26,86,2,2,0,0,0,1,1,,3,,,0,,, +mcculch01,1890,2,SR2,AA,3,9,1,1,0,0,0,0,2,,3,,,0,,, +mcfetja01,1890,1,PHI,NL,1,4,0,3,0,0,0,1,0,,0,1,,0,,, +mcgarch01,1890,1,BSN,NL,121,487,68,115,12,7,1,51,39,,34,38,,4,,, +mcgeaja01,1890,1,BRP,PL,104,443,84,108,24,4,1,65,21,,19,12,,2,,, +mcgilwi01,1890,1,CLP,PL,24,68,10,10,2,0,0,6,0,,21,16,,1,,, +mcginfr01,1890,1,PIT,NL,1,4,0,0,0,0,0,0,0,,0,2,,0,,, +mcgucjo01,1890,1,BL3,AA,11,37,2,4,0,0,0,2,3,,6,,,1,,, +mcguide01,1890,1,RC2,AA,87,331,46,99,16,4,4,53,8,,21,,,8,,, +mckeaed01,1890,1,CL4,NL,136,530,95,157,15,14,7,61,23,,87,25,,6,,, +mckeoda01,1890,1,RC2,AA,62,218,38,49,5,0,0,20,14,,29,,,0,,, +mclauba01,1890,1,SR2,AA,86,329,43,87,8,1,2,40,13,,47,,,2,,, +mcmahsa01,1890,1,PH4,AA,49,175,27,40,5,1,2,19,2,,7,,,2,,, +mcmahsa01,1890,2,BL3,AA,12,39,4,4,0,0,0,1,2,,1,,,0,,, +mcmilge01,1890,1,NY1,NL,10,35,4,5,0,0,0,1,1,,7,4,,0,,, +mcphebi01,1890,1,CIN,NL,132,528,125,135,16,22,3,39,55,,82,26,,6,,, +mcquemo01,1890,1,SR2,AA,122,461,64,142,17,6,2,55,26,,53,,,3,,, +mctamji01,1890,1,CL6,AA,125,466,140,120,27,7,1,48,43,,112,,,4,,, +meakige01,1890,1,LS2,AA,29,72,6,11,0,0,0,6,8,,8,,,3,,, +meekda01,1890,1,SL4,AA,4,16,3,5,0,0,0,1,1,,0,,,0,,, +meyerhe01,1890,1,PH4,AA,5,19,2,3,0,0,0,1,2,,1,,,1,,, +millafr01,1890,1,SL4,AA,1,1,0,0,0,0,0,0,0,,1,,,0,,, +millebo01,1890,1,RC2,AA,15,40,3,6,1,0,0,2,0,,3,,,0,,, +milledo01,1890,1,PIT,NL,138,549,85,150,24,3,4,66,32,,68,11,,4,,, +milledu01,1890,1,SL4,AA,26,96,17,21,5,3,1,10,4,,8,,,0,,, +millijo01,1890,1,PHP,PL,62,234,38,69,9,3,3,57,2,,19,19,,6,,, +morried01,1890,1,PTP,PL,18,63,7,9,0,0,0,5,0,,5,13,,1,,, +morrijo01,1890,1,BSP,PL,2,7,1,1,0,0,0,2,0,,2,1,,0,,, +morrimi01,1890,1,SR2,AA,34,120,17,29,3,4,1,12,3,,6,,,0,,, +morrimi01,1890,2,BL3,AA,4,9,0,1,0,0,0,0,0,,0,,,1,,, +motzfr01,1890,1,PHI,NL,1,2,1,0,0,0,0,0,1,,1,1,,0,,, +mullato01,1890,1,CIN,NL,81,286,41,79,9,8,0,34,19,,39,30,,6,,, +mulvejo01,1890,1,PHP,PL,120,519,96,149,26,16,5,87,20,,27,36,,3,,, +munyajo01,1890,1,CL6,AA,2,7,1,1,0,0,0,0,0,,0,,,1,,, +munyajo01,1890,2,SL4,AA,96,342,61,91,15,7,4,42,11,,32,,,7,,, +murphbo01,1890,1,NY1,NL,3,9,0,1,0,0,0,0,0,,0,4,,0,,, +murphbo01,1890,2,BR4,AA,16,50,4,9,2,0,1,0,0,,3,,,1,,, +murphco01,1890,1,BRP,PL,23,69,11,15,2,0,0,7,1,,5,7,,1,,, +murphmo01,1890,1,BSP,PL,68,246,38,56,10,2,2,32,16,,24,31,,2,,, +murphpa01,1890,1,NY1,NL,32,119,14,28,5,1,0,9,3,,14,13,,1,,, +myersal01,1890,1,PHI,NL,117,487,95,135,29,7,2,81,44,,57,46,,10,,, +nagleto01,1890,1,CHN,NL,38,144,21,39,5,1,1,11,4,,7,24,,3,,, +nashbi01,1890,1,BSP,PL,132,501,111,138,32,6,5,94,30,,90,43,,4,,, +nealejo01,1890,1,SL4,AA,11,30,4,2,0,0,0,1,0,,3,,,0,,, +nelsoca01,1890,1,BR4,AA,60,223,44,56,3,2,0,12,12,,35,,,5,,, +nichoki01,1890,1,BSN,NL,49,174,18,43,5,1,0,23,2,,11,36,,1,,, +nichopa01,1890,1,TL2,AA,134,523,78,140,16,11,4,72,46,,42,,,9,,, +nichosa01,1890,1,CL6,AA,14,56,7,9,0,0,0,4,3,,2,,,0,,, +nicolge01,1890,1,SL4,AA,3,7,4,2,1,0,0,1,0,,4,,,0,,, +nicolhu01,1890,1,CIN,NL,50,186,28,39,1,4,0,19,24,,19,12,,0,,, +obriebi01,1890,1,BR4,AA,96,388,47,108,25,8,4,67,5,,28,,,3,,, +obrieda01,1890,1,BRO,NL,85,350,78,110,28,6,2,63,38,,32,43,,4,,, +obrieda02,1890,1,CLP,PL,26,96,12,15,1,1,0,6,0,,2,6,,0,,, +obrieja01,1890,1,PH4,AA,109,433,80,113,24,14,4,80,31,,52,,,12,,, +obriepe01,1890,1,CHN,NL,27,106,15,30,7,0,3,16,4,,5,10,,0,,, +obrieto01,1890,1,RC2,AA,73,273,36,52,6,5,0,31,6,,30,,,1,,, +oconnda01,1890,1,LS2,AA,6,26,3,12,1,1,0,5,5,,1,,,0,,, +oconnja01,1890,1,CL6,AA,121,457,89,148,14,10,2,66,29,,38,,,1,,, +odayha01,1890,1,NYP,PL,43,150,24,34,2,1,1,23,1,,10,27,,0,,, +oneiled01,1890,1,TL2,AA,2,9,0,0,0,0,0,0,0,,0,,,0,,, +oneiled01,1890,2,PH4,AA,10,31,0,5,0,0,0,2,0,,3,,,0,,, +oneilti01,1890,1,CHP,PL,137,577,112,174,20,16,3,75,29,,65,36,,5,,, +orourji01,1890,1,NYP,PL,111,478,112,172,37,5,9,115,23,,33,20,,8,,, +orourmi01,1890,1,BL3,AA,8,26,5,3,1,0,0,1,0,,5,,,0,,, +orourti01,1890,1,SR2,AA,87,332,48,94,13,6,1,46,22,,36,,,4,,, +orourto01,1890,1,NY1,NL,2,7,1,0,0,0,0,0,0,,1,0,,0,,, +orourto01,1890,2,SR2,AA,41,153,16,33,8,0,0,12,2,,12,,,1,,, +orrda01,1890,1,BRP,PL,107,464,89,172,32,13,6,124,10,,30,11,,4,,, +osborfr01,1890,1,PIT,NL,41,168,24,40,8,3,1,14,0,,6,18,,1,,, +pabsted01,1890,1,PH4,AA,8,25,7,10,2,0,0,3,3,,5,,,0,,, +pabsted01,1890,2,SL4,AA,4,14,1,2,0,1,0,0,0,,0,,,0,,, +parsoch01,1890,1,CL4,NL,2,4,0,3,0,0,0,2,0,,0,0,,0,,, +peltzjo01,1890,1,BR4,AA,98,384,55,87,9,6,1,33,10,,32,,,2,,, +peltzjo01,1890,2,SR2,AA,5,17,2,3,1,1,0,2,0,,3,,,0,,, +peltzjo01,1890,3,TL2,AA,20,73,8,18,2,2,0,13,7,,3,,,1,,, +pfefffr01,1890,1,CHP,PL,124,499,86,128,21,8,5,80,27,,44,23,,2,,, +phelada01,1890,1,LS2,AA,8,32,4,8,1,1,0,4,1,,0,,,0,,, +phillbi02,1890,1,PIT,NL,14,46,6,11,2,0,0,2,0,,3,13,,0,,, +phillma01,1890,1,RC2,AA,64,257,18,53,8,0,0,34,10,,16,,,3,,, +pickejo01,1890,1,PHP,PL,100,407,82,114,7,9,4,64,12,,40,17,,2,,, +pinknge01,1890,1,BRO,NL,126,485,115,150,20,9,7,83,47,,80,19,,4,,, +pitzhe01,1890,1,BR4,AA,61,189,26,26,0,0,0,6,25,,45,,,3,,, +pitzhe01,1890,2,SR2,AA,29,95,17,21,0,0,0,3,14,,13,,,1,,, +powerji01,1890,1,BR4,AA,4,13,5,2,0,0,0,0,1,,1,,,1,,, +powerto01,1890,1,BL3,AA,38,125,11,26,3,1,0,6,6,,13,,,2,,, +pricebi01,1890,1,PH4,AA,1,4,0,1,0,0,0,0,0,,0,,,0,,, +proesge01,1890,1,SR2,AA,13,53,11,13,1,1,1,6,1,,10,,,0,,, +purcebl01,1890,1,PH4,AA,110,463,110,128,28,3,2,59,48,,43,,,4,,, +quinnjo02,1890,1,BSP,PL,133,523,89,157,19,8,7,86,31,,45,25,,2,,, +quinnto01,1890,1,PTP,PL,58,217,24,44,4,3,1,15,1,,19,9,,3,,, +radboch01,1890,1,BSP,PL,45,154,20,39,6,0,0,16,7,,9,20,,1,,, +radfopa01,1890,1,CLP,PL,122,466,98,136,24,12,2,62,25,,82,28,,8,,, +rainejo01,1890,1,BFP,PL,42,166,29,39,5,1,1,20,12,,24,15,,5,,, +ramseto01,1890,1,SL4,AA,44,145,17,33,6,1,0,11,0,,5,,,3,,, +rayir01,1890,1,BL3,AA,38,139,28,50,6,2,1,20,11,,15,,,3,,, +raymoha01,1890,1,LS2,AA,123,521,91,135,7,4,2,51,18,,22,,,3,,, +recciph01,1890,1,RC2,AA,1,4,0,0,0,0,0,1,0,,0,,,0,,, +reillch02,1890,1,CL6,AA,137,530,75,141,23,3,4,77,43,,35,,,6,,, +reilljo01,1890,1,CIN,NL,133,553,114,166,25,26,6,86,29,,16,41,,7,,, +rhinebi01,1890,1,CIN,NL,46,154,14,29,1,2,0,11,2,,7,26,,1,,, +richada01,1890,1,NYP,PL,123,528,102,135,12,9,4,80,37,,37,19,,2,,, +richaha01,1890,1,BSP,PL,133,570,133,187,28,14,16,152,44,,52,47,,0,,, +riddljo01,1890,1,PH4,AA,27,85,7,7,0,1,0,2,4,,17,,,1,,, +rittefl01,1890,1,TL2,AA,1,3,0,0,0,0,0,0,0,,0,,,0,,, +roatfr01,1890,1,PIT,NL,57,215,18,48,2,0,2,17,7,,16,22,,3,,, +robinwi01,1890,1,PH4,AA,82,329,32,78,13,4,4,42,20,,16,,,3,,, +robinwi01,1890,2,BL3,AA,14,48,7,13,1,0,0,4,1,,3,,,0,,, +robinya01,1890,1,PTP,PL,101,314,62,72,10,3,0,39,17,,104,34,,11,,, +rogerem01,1890,1,TL2,AA,35,110,18,19,3,3,0,7,2,,14,,,0,,, +rosemch01,1890,1,SL4,AA,80,302,47,103,26,0,2,58,7,,30,,,29,,, +rosemch01,1890,2,LS2,AA,2,8,0,2,0,0,0,0,0,,0,,,0,,, +routcph01,1890,1,PIT,NL,1,4,1,1,0,0,0,1,1,,0,0,,1,,, +roweja01,1890,1,BFP,PL,125,504,77,126,22,7,2,76,10,,48,18,,7,,, +rusieam01,1890,1,NY1,NL,73,284,31,79,13,6,0,28,6,,7,26,,1,,, +ryanja01,1890,1,LS2,AA,93,337,43,73,16,4,0,35,6,,12,,,0,,, +ryanji01,1890,1,CHP,PL,118,486,99,165,32,5,6,89,30,,60,36,,4,,, +sageha01,1890,1,TL2,AA,81,275,40,41,8,4,2,25,10,,29,,,2,,, +salesed01,1890,1,PIT,NL,51,189,19,43,7,3,1,23,3,,16,15,,3,,, +sandebe01,1890,1,PHP,PL,52,189,31,59,6,6,0,30,2,,10,10,,0,,, +sauteal01,1890,1,PH4,AA,14,41,1,4,0,0,0,0,0,,11,,,0,,, +scanlmo01,1890,1,NY1,NL,3,10,0,0,0,0,0,0,1,,2,5,,0,,, +schefte01,1890,1,RC2,AA,119,445,111,109,12,6,3,34,77,,78,,,14,,, +scheifr01,1890,1,TL2,AA,134,485,72,117,13,5,1,49,57,,76,,,5,,, +schelal01,1890,1,BSN,NL,9,29,1,4,0,0,0,1,0,,1,10,,0,,, +schmicr01,1890,1,PIT,NL,11,33,4,2,0,0,0,0,2,,5,8,,1,,, +schripo01,1890,1,PHI,NL,57,223,37,61,9,6,0,35,9,,22,15,,0,,, +seeryem01,1890,1,BRP,PL,104,394,78,88,12,7,1,50,44,,70,36,,5,,, +sewared01,1890,1,PH4,AA,26,72,7,10,4,0,0,2,3,,8,,,2,,, +shaffor01,1890,1,PH4,AA,100,390,55,110,15,5,1,58,29,,47,,,5,,, +shaffta01,1890,1,PH4,AA,69,261,28,45,3,4,0,21,19,,28,,,2,,, +shannda01,1890,1,PHP,PL,19,75,15,18,5,1,1,16,4,,4,12,,0,,, +shannda01,1890,2,NYP,PL,83,324,59,70,7,8,3,44,21,,25,34,,1,,, +sharrja01,1890,1,NY1,NL,32,109,16,22,3,2,0,14,6,,0,14,,0,,, +shindbi01,1890,1,PHP,PL,132,584,127,189,21,21,10,90,51,,40,30,,4,,, +shinnti01,1890,1,LS2,AA,133,493,87,126,16,11,1,82,62,,62,,,8,,, +shugafr01,1890,1,CHP,PL,29,106,8,20,5,5,0,15,5,,5,13,,1,,, +siefkfr01,1890,1,BR4,AA,16,58,1,8,2,0,0,3,2,,5,,,0,,, +simonha01,1890,1,BR4,AA,89,373,66,96,17,11,0,38,23,,34,,,2,,, +simonha01,1890,2,SR2,AA,38,156,33,47,5,3,2,23,12,,17,,,0,,, +slattmi01,1890,1,NYP,PL,97,411,80,126,20,11,5,67,18,,27,25,,2,,, +smallwi01,1890,1,CL4,NL,136,502,62,107,11,1,0,42,10,,60,44,,5,,, +smithed01,1890,1,CL4,NL,8,24,2,7,0,1,0,4,0,,4,1,,0,,, +smithfr02,1890,1,TL2,AA,38,126,11,21,7,1,0,10,4,,8,,,1,,, +smithge01,1890,1,BRO,NL,129,481,76,92,6,5,1,47,24,,42,23,,3,,, +smithle01,1890,1,RC2,AA,35,112,11,21,1,3,0,11,1,,14,,,1,,, +smithph01,1890,1,PHI,NL,26,86,19,24,4,0,0,10,6,,10,5,,1,,, +smithph01,1890,2,PIT,NL,5,17,3,7,0,0,0,2,0,,1,2,,1,,, +smithpo01,1890,1,BSN,NL,134,463,82,106,16,12,1,53,39,,80,81,,9,,, +sneedjo01,1890,1,TL2,AA,9,30,3,6,0,0,0,4,5,,8,,,0,,, +sneedjo01,1890,2,CL6,AA,128,484,114,141,13,15,2,65,39,,63,,,9,,, +snydech01,1890,1,PH4,AA,9,33,5,9,1,0,0,4,0,,2,,,0,,, +snydepo01,1890,1,CLP,PL,13,48,5,9,1,0,0,12,1,,1,9,,1,,, +sommejo01,1890,1,CL4,NL,9,35,4,8,1,0,0,0,0,,2,2,,0,,, +sommejo01,1890,2,BL3,AA,38,129,13,33,4,2,0,23,10,,13,,,0,,, +sommepe01,1890,1,NY1,NL,17,47,4,5,1,1,0,1,0,,4,13,,1,,, +sommepe01,1890,2,CL4,NL,9,34,4,7,1,1,0,1,0,,2,3,,0,,, +sowdebi01,1890,1,PIT,NL,17,50,3,9,0,0,0,4,1,,2,7,,0,,, +sowdejo01,1890,1,BRP,PL,40,132,14,25,3,0,1,20,0,,10,12,,0,,, +spragch01,1890,1,TL2,AA,55,199,25,47,5,6,1,19,10,,16,,,3,,, +staffbo01,1890,1,PH4,AA,1,2,0,0,0,0,0,0,0,,0,,,0,,, +staffge01,1890,1,BFP,PL,15,49,11,7,1,0,0,3,2,,7,8,,0,,, +staleha01,1890,1,PTP,PL,48,168,25,35,3,2,1,25,0,,13,16,,1,,, +stallge01,1890,1,BRO,NL,4,11,1,0,0,0,0,0,0,,1,3,,1,,, +stechch01,1890,1,PH4,AA,10,29,3,7,0,1,0,0,0,,1,,,1,,, +steined01,1890,1,CHN,NL,20,59,4,9,1,0,0,7,1,,7,20,,2,,, +stenzja01,1890,1,CHN,NL,11,41,3,11,1,0,0,3,0,,1,0,,0,,, +sterljo01,1890,1,PH4,AA,1,2,0,0,0,0,0,0,0,,0,,,0,,, +stineha01,1890,1,PH4,AA,1,3,0,0,0,0,0,0,0,,1,,,0,,, +stiveja01,1890,1,SL4,AA,67,226,36,65,15,6,7,43,2,,16,,,1,,, +stockle01,1890,1,CL4,NL,2,7,2,2,1,0,0,0,0,,0,3,,0,,, +stoveha01,1890,1,BSP,PL,121,496,145,148,26,13,12,88,97,,82,40,,5,,, +stratsc01,1890,1,LS2,AA,55,189,29,61,3,5,0,24,8,,16,,,3,,, +striccu01,1890,1,CLP,PL,127,544,93,133,19,8,2,65,24,,54,16,,5,,, +stynene01,1890,1,CLP,PL,2,8,0,0,0,0,0,0,0,,0,0,,0,,, +sullibi02,1890,1,SR2,AA,6,22,2,2,0,0,0,1,0,,1,,,0,,, +sullima01,1890,1,BSN,NL,121,505,82,144,19,7,6,61,33,,56,48,,0,,, +sullimi02,1890,1,CHN,NL,12,40,1,5,1,0,0,7,0,,2,12,,0,,, +sundaar01,1890,1,BRP,PL,24,83,26,22,5,1,0,13,0,,15,9,,7,,, +sundabi01,1890,1,PIT,NL,86,358,58,92,9,2,1,33,56,,32,20,,5,,, +sundabi01,1890,2,PHI,NL,31,119,26,31,3,1,0,6,28,,18,7,,2,,, +sutclsy01,1890,1,CLP,PL,99,386,62,127,14,8,2,60,10,,33,16,,0,,, +swarted01,1890,1,TL2,AA,126,462,106,151,23,11,3,64,53,,80,,,17,,, +sweenpe01,1890,1,SL4,AA,49,190,23,34,3,2,0,10,8,,17,,,7,,, +sweenpe01,1890,2,LS2,AA,2,7,1,1,1,0,0,1,1,,1,,,0,,, +sweenpe01,1890,3,PH4,AA,14,49,5,8,1,1,0,0,0,,7,,,1,,, +sweigha01,1890,1,PH4,AA,1,1,0,0,0,0,0,0,1,,1,,,0,,, +swettpo01,1890,1,BSP,PL,40,106,17,21,5,3,1,15,5,,18,29,,2,,, +taberjo01,1890,1,BSN,NL,2,6,1,0,0,0,0,0,0,,0,1,,0,,, +tatepo01,1890,1,BL3,AA,19,71,7,13,1,1,0,6,3,,4,,,6,,, +tayloha01,1890,1,LS2,AA,134,553,115,169,7,7,0,53,45,,68,,,1,,, +tebeage01,1890,1,TL2,AA,94,381,71,102,16,10,1,36,55,,51,,,3,,, +tebeapa01,1890,1,CLP,PL,110,450,86,134,26,6,5,74,14,,34,20,,3,,, +tenerjo01,1890,1,PTP,PL,20,69,8,13,0,0,2,5,1,,8,11,,4,,, +terryad01,1890,1,BRO,NL,99,363,63,101,17,9,4,59,32,,40,34,,4,,, +thompsa01,1890,1,PHI,NL,132,549,116,172,41,9,4,102,25,,42,29,,8,,, +tiernmi01,1890,1,NY1,NL,133,553,132,168,25,21,13,59,56,,68,53,,5,,, +titcoca01,1890,1,RC2,AA,21,75,3,8,0,1,0,6,0,,3,,,0,,, +tomneph01,1890,1,LS2,AA,108,386,72,107,21,7,1,58,27,,43,,,5,,, +toolest01,1890,1,BR4,AA,6,20,2,6,3,0,0,2,0,,0,,,1,,, +townsge01,1890,1,BL3,AA,18,67,6,16,4,1,0,9,3,,4,,,0,,, +toyji01,1890,1,BR4,AA,44,160,11,29,3,0,0,7,2,,11,,,1,,, +trostmi01,1890,1,SL4,AA,17,51,10,13,2,0,1,7,4,,6,,,1,,, +truaxfr01,1890,1,PIT,NL,1,3,0,1,0,0,0,1,0,,1,1,,0,,, +tucketo01,1890,1,BSN,NL,132,539,104,159,17,8,1,62,43,,56,22,,25,,, +twitcla01,1890,1,CLP,PL,56,233,33,52,6,3,2,36,4,,17,17,,1,,, +twitcla01,1890,2,BFP,PL,44,172,24,38,3,1,2,17,4,,23,12,,1,,, +vandybi01,1890,1,TL2,AA,129,502,74,129,14,11,2,54,73,,25,,,3,,, +vanhage01,1890,1,BRP,PL,92,376,84,126,8,9,5,54,35,,41,23,,3,,, +vaughfa01,1890,1,NYP,PL,44,166,27,44,7,0,1,22,6,,10,9,,0,,, +veachpe01,1890,1,CL4,NL,64,238,24,56,10,5,0,32,9,,33,28,,3,,, +veachpe01,1890,2,PIT,NL,8,30,6,9,1,1,2,5,0,,8,3,,0,,, +viaule01,1890,1,CIN,NL,13,36,2,5,0,0,0,1,2,,3,7,,0,,, +viaule01,1890,2,CL4,NL,13,43,6,7,1,0,0,2,2,,4,8,,0,,, +vicketo01,1890,1,PHI,NL,46,159,15,33,4,0,0,11,12,,7,25,,0,,, +virtuja01,1890,1,CL4,NL,62,223,39,68,6,5,2,25,9,,49,15,,1,,, +visnejo01,1890,1,PTP,PL,130,532,114,143,16,22,3,73,18,,78,44,,9,,, +vonfrto01,1890,1,BSN,NL,1,3,0,0,0,0,0,0,0,,0,1,,0,,, +wadswja01,1890,1,CL4,NL,20,68,6,12,2,0,0,7,1,,2,18,,2,,, +wardjo01,1890,1,BRP,PL,128,561,134,188,15,12,4,60,63,,51,22,,2,,, +weavefa01,1890,1,LS2,AA,130,557,101,161,27,9,3,67,45,,29,,,8,,, +weckbpe01,1890,1,LS2,AA,32,101,17,24,1,0,0,11,7,,8,,,1,,, +welchcu01,1890,1,PH4,AA,103,396,100,106,21,4,2,40,64,,49,,,32,,, +welchcu01,1890,2,BL3,AA,19,68,16,9,4,0,0,5,8,,9,,,2,,, +welchmi01,1890,1,NY1,NL,37,123,15,22,4,0,0,10,1,,9,25,,1,,, +welchtu01,1890,1,TL2,AA,35,108,15,31,3,1,1,14,7,,8,,,4,,, +wellsja01,1890,1,SL4,AA,30,105,17,25,3,0,0,12,1,,10,,,5,,, +werdepe01,1890,1,TL2,AA,128,498,113,147,22,20,6,72,59,,78,,,13,,, +westbu01,1890,1,CL4,NL,37,151,20,37,6,1,2,29,4,,7,11,,1,,, +weyhigu01,1890,1,BRP,PL,49,165,21,27,2,3,1,15,2,,16,44,,0,,, +wheelbo01,1890,1,CL6,AA,52,190,24,45,6,1,1,16,34,,25,,,0,,, +whistle01,1890,1,NY1,NL,45,170,27,49,9,7,2,29,8,,20,37,,1,,, +whitede01,1890,1,BFP,PL,122,439,62,114,13,4,0,47,3,,67,30,,19,,, +whitnar01,1890,1,NYP,PL,119,442,71,97,12,3,0,45,8,,64,19,,3,,, +whitnji01,1890,1,PH4,AA,7,21,3,5,0,0,0,1,0,,1,,,0,,, +whitrbi01,1890,1,SL4,AA,16,48,7,7,3,0,0,3,0,,2,,,0,,, +widnewi01,1890,1,CL6,AA,13,41,3,8,0,0,0,2,2,,2,,,0,,, +willigu01,1890,1,BR4,AA,2,4,1,2,0,0,0,0,1,,0,,,0,,, +willine01,1890,1,CHP,PL,73,261,34,51,7,3,2,26,3,,36,35,,8,,, +wilmowa01,1890,1,CHN,NL,139,571,114,159,15,13,13,99,76,,64,44,,2,,, +wilsobi01,1890,1,PIT,NL,83,304,30,65,11,3,0,21,5,,22,50,,2,,, +wisesa01,1890,1,BFP,PL,119,505,95,148,29,11,5,102,19,,46,45,,6,,, +wolfji01,1890,1,LS2,AA,134,543,100,197,29,11,4,98,46,,43,,,12,,, +woodge01,1890,1,PHP,PL,132,539,115,156,20,14,9,102,20,,51,35,,8,,, +wrighpa01,1890,1,CHN,NL,1,2,0,0,0,0,0,0,0,,1,0,,0,,, +wrighra01,1890,1,SR2,AA,88,348,82,106,10,6,0,27,30,,69,,,6,,, +wrighra01,1890,2,CL4,NL,13,45,7,5,1,0,0,2,3,,12,4,,0,,, +youngcy01,1890,1,CL4,NL,17,65,6,8,2,0,0,4,1,,0,8,,0,,, +younghe01,1890,1,PIT,NL,13,47,6,6,1,1,0,4,1,,6,9,,0,,, +zieglge01,1890,1,PIT,NL,1,2,0,0,0,0,0,0,0,,0,0,,0,,, +zimmech01,1890,1,CL4,NL,125,444,54,95,16,6,2,57,15,,46,54,,11,,, +albergu01,1891,1,ML3,AA,12,41,6,4,0,0,0,2,1,,7,5,,2,,, +allenbo01,1891,1,PHI,NL,118,438,46,97,7,4,1,51,12,,43,44,,0,,, +alvorbi01,1891,1,CL4,NL,13,59,7,17,2,2,1,7,0,,0,7,,1,,, +alvorbi01,1891,2,WS9,AA,81,312,28,73,8,3,0,30,3,,11,38,,0,,, +andreed01,1891,1,CN3,AA,83,356,47,75,7,4,0,26,22,,33,35,,1,,, +ansonca01,1891,1,CHN,NL,136,540,81,157,24,8,8,120,17,,75,29,,1,,, +bakelje01,1891,1,WS9,AA,13,45,2,10,1,0,0,4,0,,3,10,,0,,, +bakelje01,1891,2,BL3,AA,8,21,2,2,1,0,0,1,0,,7,8,,1,,, +baldwma01,1891,1,PIT,NL,53,177,11,27,3,2,1,12,1,,15,67,,0,,, +barrbo01,1891,1,NY1,NL,5,11,0,1,0,0,0,0,0,,2,3,,0,,, +bassech01,1891,1,NY1,NL,130,524,60,136,19,8,4,68,16,,36,29,,4,,, +bastich01,1891,1,CN3,AA,1,4,0,0,0,0,0,0,0,,0,0,,0,,, +bastich01,1891,2,PHI,NL,1,0,0,0,0,0,0,0,0,,0,0,,0,,, +beardol01,1891,1,LS2,AA,68,257,35,62,4,5,0,24,7,,33,9,,1,,, +beatied01,1891,1,CL4,NL,5,13,0,1,0,0,0,0,0,,0,2,,0,,, +becklja01,1891,1,PIT,NL,133,554,94,162,20,19,4,73,13,,44,46,,8,,, +beeched01,1891,1,WS9,AA,58,235,35,57,11,3,2,28,17,,27,9,,5,,, +beeched01,1891,2,PH4,AA,16,71,9,15,2,4,0,7,7,,3,4,,0,,, +bellch01,1891,1,LS2,AA,10,28,3,1,0,0,0,0,0,,6,8,,0,,, +bellch01,1891,2,CN3,AA,1,4,1,2,0,0,0,1,0,,0,0,,0,,, +bennech01,1891,1,BSN,NL,75,256,35,55,9,3,5,39,3,,42,61,,3,,, +bergetu01,1891,1,PIT,NL,43,134,15,32,2,1,1,14,4,,12,10,,3,,, +bierblo01,1891,1,PIT,NL,121,500,60,103,13,6,1,47,12,,28,19,,3,,, +boonege01,1891,1,LS2,AA,4,6,0,2,0,0,0,0,0,,0,1,,0,,, +bowmabi01,1891,1,CHN,NL,15,45,2,4,1,0,0,5,0,,5,9,,1,,, +bowmasu01,1891,1,PH4,AA,14,54,8,13,4,0,0,2,1,,2,12,,0,,, +boyleja01,1891,1,SL4,AA,121,434,76,122,18,8,5,79,18,,44,35,,12,,, +breitte01,1891,1,SL4,AA,6,12,2,0,0,0,0,0,1,,2,0,,0,,, +brigggr01,1891,1,LS2,AA,1,4,0,1,0,0,0,0,0,,0,0,,0,,, +brodist01,1891,1,BSN,NL,133,523,84,136,13,6,2,78,25,,63,39,,10,,, +broutda01,1891,1,BS2,AA,130,486,117,170,26,19,5,109,31,,87,20,,24,,, +brownpe01,1891,1,PIT,NL,50,203,35,59,14,1,4,28,4,,27,31,,1,,, +brownpe01,1891,2,CIN,NL,55,216,29,74,10,3,0,33,12,,24,23,,2,,, +brownto01,1891,1,BS2,AA,137,589,177,189,30,21,5,72,106,,70,96,,4,,, +brownwi01,1891,1,PHI,NL,115,441,62,107,20,4,0,50,7,,34,35,,4,,, +brynato01,1891,1,BSN,NL,1,0,0,0,0,0,0,0,0,,0,0,,0,,, +buckldi01,1891,1,NY1,NL,75,253,23,55,9,1,4,31,3,,11,30,,3,,, +buffich01,1891,1,BS2,AA,58,181,16,34,2,1,1,16,0,,19,15,,1,,, +burdoja01,1891,1,BRO,NL,3,12,1,1,0,0,0,1,0,,1,1,,0,,, +burkeed01,1891,1,ML3,AA,35,144,31,34,9,0,2,21,7,,12,19,,10,,, +burkeje01,1891,1,CL4,NL,40,167,29,45,7,4,0,13,1,,23,19,,0,,, +burkejo01,1891,1,CN3,AA,1,4,0,1,0,0,0,1,0,,0,2,,0,,, +burnsji01,1891,1,WS9,AA,20,82,15,26,6,0,0,10,2,,6,10,,2,,, +burnsoy01,1891,1,BRO,NL,123,470,75,134,24,13,4,83,21,,53,30,,0,,, +burnsto01,1891,1,CHN,NL,59,243,36,55,8,1,1,17,18,,21,21,,0,,, +burrebu01,1891,1,NY1,NL,15,53,1,5,0,0,0,1,2,,3,12,,1,,, +burreha01,1891,1,SL4,AA,8,20,2,4,1,0,0,3,0,,0,5,,0,,, +cahilto01,1891,1,LS2,AA,119,430,68,109,17,7,3,44,38,,41,51,,6,,, +calihwi01,1891,1,PH4,AA,15,56,6,11,1,0,0,4,0,,5,8,,0,,, +canavji01,1891,1,CN3,AA,101,426,74,97,13,14,7,66,21,,27,44,,5,,, +canavji01,1891,2,ML3,AA,35,142,33,38,2,4,3,21,7,,16,10,,0,,, +carnejo01,1891,1,CN3,AA,99,367,47,102,10,8,3,43,15,,35,18,,3,,, +carnejo01,1891,2,ML3,AA,31,110,22,33,5,2,3,23,5,,13,8,,3,,, +carrocl01,1891,1,CHN,NL,130,515,87,132,20,8,7,80,31,,50,42,,15,,, +carrofr01,1891,1,PIT,NL,91,353,55,77,13,4,4,48,22,,48,36,,2,,, +carseki01,1891,1,WS9,AA,61,187,25,28,5,2,0,15,2,,19,38,,2,,, +carutbo01,1891,1,BRO,NL,56,171,24,48,5,3,2,23,4,,25,13,,0,,, +cassied01,1891,1,PHI,NL,6,17,0,2,0,0,0,1,0,,0,4,,0,,, +cassied01,1891,2,WS9,AA,7,26,4,9,1,1,0,4,0,,0,4,,0,,, +chambel01,1891,1,PH4,AA,54,176,21,33,3,5,2,19,3,,21,33,,1,,, +childcu01,1891,1,CL4,NL,141,551,120,155,21,12,2,83,39,,97,32,,7,,, +clarkar01,1891,1,NY1,NL,48,174,17,33,2,2,0,21,5,,15,16,,0,,, +clarkbo01,1891,1,CIN,NL,16,54,2,6,0,0,0,3,3,,6,9,,1,,, +clarkda01,1891,1,CL6,AA,5,10,2,1,1,0,0,0,0,,2,5,,0,,, +clarkda02,1891,1,NY1,NL,5,9,0,4,0,0,0,0,0,,2,2,,0,,, +clarkjo01,1891,1,BSN,NL,55,187,28,42,7,4,0,26,2,,18,50,,0,,, +clemeja01,1891,1,PHI,NL,107,423,58,131,29,4,4,75,3,,43,19,,5,,, +cleveel01,1891,1,CL6,AA,12,41,12,7,0,0,0,4,4,,12,9,,1,,, +clinemo01,1891,1,LS2,AA,19,70,11,21,3,1,0,11,2,,16,2,,0,,, +clingbi01,1891,1,CN3,AA,1,5,0,1,1,0,0,0,0,,0,0,,0,,, +clymebi01,1891,1,PH4,AA,3,11,0,0,0,0,0,0,1,,1,2,,1,,, +collibi01,1891,1,CL4,NL,2,3,0,0,0,0,0,0,0,,0,0,,0,,, +collihu01,1891,1,BRO,NL,107,435,82,120,16,5,3,31,32,,59,63,,2,,, +comisch01,1891,1,SL4,AA,139,572,84,148,16,2,2,88,38,,33,25,,7,,, +connoro01,1891,1,NY1,NL,129,479,112,139,29,13,7,94,27,,83,39,,4,,, +cookpa01,1891,1,LS2,AA,45,153,21,35,3,1,0,23,4,,11,17,,1,,, +cookpa01,1891,2,SL4,AA,7,25,3,5,0,0,0,1,0,,1,2,,1,,, +cooneji01,1891,1,CHN,NL,118,465,84,114,15,3,0,42,21,,48,17,,2,,, +corcoto01,1891,1,PH4,AA,133,511,84,130,11,15,7,71,30,,29,56,,10,,, +corkhpo01,1891,1,PH4,AA,83,349,50,73,7,7,0,31,12,,26,15,,2,,, +corkhpo01,1891,2,CIN,NL,1,4,0,0,0,0,0,0,0,,0,1,,0,,, +corkhpo01,1891,3,PIT,NL,41,145,16,33,1,1,3,20,7,,7,10,,1,,, +cotteto01,1891,1,BS2,AA,6,12,1,3,0,0,0,4,0,,1,2,,0,,, +coughro01,1891,1,NY1,NL,8,23,3,3,1,1,0,1,1,,5,9,,0,,, +craneed01,1891,1,CN3,AA,34,110,13,17,0,0,1,7,4,,8,28,,0,,, +craneed01,1891,2,CIN,NL,15,46,3,5,0,0,0,2,3,,3,12,,0,,, +crookja01,1891,1,CL6,AA,138,519,110,127,19,13,0,46,50,,103,47,,9,,, +crossla01,1891,1,PH4,AA,110,402,66,121,20,14,5,52,14,,38,23,,3,,, +cunnibe01,1891,1,BL3,AA,31,100,17,15,3,1,1,11,4,,13,20,,0,,, +curtier01,1891,1,CIN,NL,27,108,11,29,3,3,1,13,3,,9,19,,1,,, +curtier01,1891,2,WS9,AA,29,103,17,26,3,2,0,12,2,,13,16,,2,,, +dahlebi01,1891,1,CHN,NL,135,549,114,143,18,13,9,76,21,,67,60,,7,,, +dailyco01,1891,1,BRO,NL,60,206,25,66,10,1,0,30,7,,15,13,,4,,, +dailyed01,1891,1,LS2,AA,22,64,10,16,2,0,0,8,4,,8,6,,1,,, +dailyed01,1891,2,WS9,AA,21,79,13,18,2,0,0,6,8,,11,10,,0,,, +daleybi01,1891,1,BS2,AA,20,59,5,10,0,1,0,9,1,,1,6,,0,,, +dalryab01,1891,1,ML3,AA,32,135,31,42,7,5,1,22,6,,7,18,,0,,, +dalyjo01,1891,1,CL4,NL,1,3,0,0,0,0,0,0,0,,0,2,,0,,, +dalyto01,1891,1,BRO,NL,58,200,29,50,11,5,2,27,7,,21,34,,2,,, +darlide01,1891,1,SL4,AA,17,53,9,7,1,3,0,9,0,,10,11,,0,,, +darraja01,1891,1,LS2,AA,1,2,0,1,0,0,0,0,0,,0,0,,0,,, +daviege01,1891,1,ML3,AA,12,37,5,9,2,0,0,4,0,,7,6,,0,,, +davisge01,1891,1,CL4,NL,136,570,115,165,35,12,3,89,42,,53,29,,4,,, +davisju01,1891,1,WS9,AA,12,44,7,14,3,2,0,9,8,,7,5,,0,,, +delahed01,1891,1,PHI,NL,128,543,92,132,19,9,5,86,25,,33,50,,8,,, +dennyje01,1891,1,NY1,NL,4,16,0,4,1,0,0,1,2,,0,3,,0,,, +dennyje01,1891,2,CL4,NL,36,138,17,31,5,0,0,21,3,,12,23,,1,,, +dennyje01,1891,3,PHI,NL,19,73,5,21,1,1,0,11,1,,4,6,,0,,, +dolanjo01,1891,1,CL6,AA,28,78,6,7,3,0,1,8,1,,8,33,,1,,, +donahji01,1891,1,CL6,AA,77,280,27,61,4,3,0,35,2,,31,18,,1,,, +donahti01,1891,1,BS2,AA,4,7,0,0,0,0,0,0,0,,0,5,,0,,, +donneji01,1891,1,CL6,AA,17,54,6,13,0,0,0,9,7,,13,5,,0,,, +donohjo01,1891,1,PHI,NL,6,22,2,7,1,0,0,2,0,,1,3,,1,,, +donovpa01,1891,1,LS2,AA,105,439,73,141,10,3,2,53,27,,30,18,,8,,, +donovpa01,1891,2,WS9,AA,17,70,9,14,1,0,0,3,1,,4,5,,0,,, +doranjo01,1891,1,LS2,AA,15,53,5,10,2,0,0,0,0,,1,14,,0,,, +dowdto01,1891,1,BS2,AA,4,11,1,1,0,0,0,0,0,,0,1,,0,,, +dowdto01,1891,2,WS9,AA,112,464,66,120,9,10,1,44,39,,19,44,,2,,, +dowseto01,1891,1,CL6,AA,55,201,24,45,7,0,0,22,2,,13,22,,2,,, +doyleja01,1891,1,CL4,NL,69,250,43,69,14,4,0,43,24,,26,44,,3,,, +duffech01,1891,1,CL6,AA,137,552,86,166,28,4,10,90,41,,42,36,,3,,, +duffyhu01,1891,1,BS2,AA,127,536,134,180,20,8,9,110,85,,61,29,,4,,, +dukema01,1891,1,WS9,AA,4,9,0,1,1,0,0,0,0,,0,0,,0,,, +dunlafr01,1891,1,WS9,AA,8,25,4,5,1,1,0,4,3,,5,4,,1,,, +dunnian01,1891,1,NY1,NL,1,0,0,0,0,0,0,0,0,,0,0,,0,,, +duryeje01,1891,1,CIN,NL,10,32,0,1,0,0,0,3,1,,0,5,,0,,, +duryeje01,1891,2,SL4,AA,3,11,3,4,0,1,0,2,2,,0,0,,0,,, +dwyerfr01,1891,1,CN3,AA,37,141,24,40,4,3,0,18,4,,5,14,,0,,, +dwyerfr01,1891,2,ML3,AA,11,40,1,9,1,0,0,2,1,,1,2,,1,,, +eaganbi01,1891,1,SL4,AA,82,297,49,65,11,4,4,43,21,,44,53,,3,,, +earlho01,1891,1,ML3,AA,31,129,21,32,5,2,1,17,3,,5,13,,1,,, +eastoja01,1891,1,CL6,AA,20,63,11,15,4,1,0,8,4,,2,8,,1,,, +eastoja01,1891,2,SL4,AA,9,28,5,5,0,0,0,2,2,,3,3,,0,,, +eastoja01,1891,3,CL6,AA,4,11,0,0,0,0,0,0,0,,1,4,,0,,, +ehretre01,1891,1,LS2,AA,26,91,9,22,2,1,0,9,3,,5,15,,0,,, +eiteled01,1891,1,WS9,AA,8,26,3,5,1,0,0,4,0,,1,6,,0,,, +elybo01,1891,1,BRO,NL,31,111,9,17,0,1,0,11,4,,7,9,,0,,, +esperdu01,1891,1,PHI,NL,39,123,18,27,4,1,0,9,1,,7,19,,0,,, +esterdu01,1891,1,BRO,NL,3,8,1,3,0,0,0,0,0,,0,1,,1,,, +ewingbu01,1891,1,NY1,NL,14,49,8,17,2,1,0,18,5,,5,5,,0,,, +ewingjo01,1891,1,NY1,NL,33,113,10,23,1,0,0,8,4,,3,14,,0,,, +farredu01,1891,1,BS2,AA,122,473,108,143,19,13,12,110,21,,59,48,,4,,, +fieldjo01,1891,1,PIT,NL,23,75,10,18,3,0,0,5,1,,10,13,,1,,, +fieldjo01,1891,2,PHI,NL,8,30,4,7,2,1,0,5,0,,4,2,,0,,, +fitzgjo02,1891,1,BS2,AA,6,14,0,1,1,0,0,1,0,,0,5,,0,,, +fitzgwa01,1891,1,LS2,AA,33,108,15,19,2,2,1,10,3,,13,37,,2,,, +flynnmi01,1891,1,BS2,AA,1,2,0,0,0,0,0,0,0,,0,1,,0,,, +foremfr01,1891,1,CIN,NL,1,4,0,1,1,0,0,0,0,,0,0,,0,,, +foremfr01,1891,2,WS9,AA,50,153,26,34,4,5,4,19,6,,23,35,,4,,, +fosteel01,1891,1,CHN,NL,4,16,3,3,0,0,1,1,1,,1,2,,0,,, +foutzda01,1891,1,BRO,NL,130,521,87,134,26,8,2,73,48,,40,25,,2,,, +foxpa01,1891,1,LS2,AA,6,19,1,2,0,1,0,2,0,,2,3,,2,,, +freembu01,1891,1,WS9,AA,5,18,1,4,1,0,0,1,0,,2,2,,0,,, +frielpa01,1891,1,PH4,AA,2,8,2,2,1,0,0,0,0,,0,0,,0,,, +fulleha01,1891,1,SL4,AA,1,2,0,0,0,0,0,0,0,,0,1,,0,,, +fullesh01,1891,1,SL4,AA,135,576,105,122,14,7,2,61,42,,67,28,,4,,, +galvipu01,1891,1,PIT,NL,33,109,11,18,0,0,0,7,0,,3,29,,2,,, +ganzech01,1891,1,BSN,NL,70,263,33,68,18,5,1,29,7,,12,13,,5,,, +gastrha01,1891,1,CL6,AA,35,117,11,23,2,4,0,10,2,,12,20,,0,,, +gerhajo01,1891,1,LS2,AA,2,6,0,0,0,0,0,0,0,,1,0,,0,,, +getzich01,1891,1,BSN,NL,14,41,4,7,2,1,1,6,0,,7,18,,0,,, +getzich01,1891,2,CL4,NL,1,4,0,0,0,0,0,0,0,,0,1,,0,,, +gilbepe01,1891,1,BL3,AA,139,513,81,118,15,7,3,72,31,,37,77,,28,,, +glassja01,1891,1,NY1,NL,97,369,46,89,12,6,0,55,29,,36,11,,5,,, +gleaski01,1891,1,PHI,NL,65,214,31,53,5,2,0,17,6,,20,17,,2,,, +gorege01,1891,1,NY1,NL,130,528,103,150,22,7,2,48,19,,74,34,,7,,, +gormljo01,1891,1,PHI,NL,1,4,0,0,0,0,0,0,0,,0,3,,0,,, +graulle01,1891,1,PHI,NL,7,26,2,8,0,0,0,3,0,,1,2,,0,,, +greybi01,1891,1,PHI,NL,23,75,11,18,0,0,0,7,3,,3,10,,3,,, +griffcl01,1891,1,SL4,AA,27,77,11,12,1,0,1,8,2,,8,15,,2,,, +griffcl01,1891,2,BS2,AA,10,23,6,4,1,1,1,3,1,,6,5,,1,,, +griffmi01,1891,1,BRO,NL,134,521,106,139,36,9,3,65,65,,57,31,,1,,, +griffsa01,1891,1,WS9,AA,20,69,15,19,4,2,0,10,2,,10,3,,4,,, +grimjo01,1891,1,ML3,AA,29,119,14,28,5,1,1,14,1,,2,5,,0,,, +grubehe01,1891,1,CL4,NL,46,141,17,23,3,2,1,20,0,,21,35,,1,,, +gumbead01,1891,1,CHN,NL,34,105,18,32,7,4,0,16,4,,13,14,,3,,, +haddoge01,1891,1,BS2,AA,58,185,30,45,4,1,3,23,3,,21,46,,1,,, +hallijo01,1891,1,CIN,NL,61,247,43,77,13,6,3,44,5,,24,25,,1,,, +hallmbi01,1891,1,PH4,AA,141,587,112,166,21,13,6,69,18,,38,56,,5,,, +hamilbi01,1891,1,PHI,NL,133,527,141,179,23,7,2,60,111,,102,28,,7,,, +hanlone01,1891,1,PIT,NL,119,455,87,121,12,8,0,60,54,,48,30,,4,,, +hardilo01,1891,1,BL3,AA,15,56,7,13,0,3,0,1,3,,8,8,,0,,, +harrije01,1891,1,CIN,NL,92,333,25,76,10,5,2,41,4,,19,34,,1,,, +hartto01,1891,1,WS9,AA,8,24,1,3,0,0,0,2,1,,2,1,,0,,, +hatfigi01,1891,1,WS9,AA,134,500,83,128,11,8,1,48,43,,50,39,,9,,, +healyjo01,1891,1,BL3,AA,23,64,4,9,2,0,0,6,1,,8,23,,2,,, +hemmige01,1891,1,BRO,NL,27,82,11,13,3,2,0,10,2,,6,21,,0,,, +hinespa01,1891,1,WS9,AA,54,206,25,58,7,5,0,31,6,,21,16,,10,,, +hollibu01,1891,1,CIN,NL,111,442,74,141,21,10,9,84,30,,37,28,,3,,, +honanma01,1891,1,CHN,NL,5,12,1,2,0,1,0,3,0,,1,3,,0,,, +hoydu01,1891,1,SL4,AA,139,559,134,163,13,5,5,64,59,,117,25,,12,,, +hugheji01,1891,1,ML3,AA,2,7,0,1,0,0,0,1,0,,0,2,,0,,, +hurleje01,1891,1,CN3,AA,24,66,10,14,3,2,0,6,2,,12,13,,0,,, +hutchbi01,1891,1,CHN,NL,67,243,27,45,4,2,2,25,5,,17,62,,0,,, +inksbe01,1891,1,BRO,NL,13,35,3,10,1,0,0,0,0,,2,5,,0,,, +irwinar01,1891,1,BS2,AA,6,17,1,2,0,0,0,0,0,,2,1,,2,,, +irwinjo01,1891,1,BS2,AA,19,72,6,16,2,2,0,15,6,,6,9,,0,,, +irwinjo01,1891,2,LS2,AA,14,55,7,15,1,1,0,7,1,,5,6,,1,,, +jennihu01,1891,1,LS2,AA,88,351,51,103,10,8,1,58,12,,17,35,,9,,, +johnsbi01,1891,1,BL3,AA,129,480,101,130,13,14,2,79,32,,89,55,,4,,, +johnsdi01,1891,1,CN3,AA,99,376,59,83,11,2,6,51,12,,38,44,,5,,, +johnssp01,1891,1,CL4,NL,80,327,49,84,8,3,1,46,16,,22,23,,8,,, +joycebi01,1891,1,BS2,AA,65,243,76,75,9,15,3,51,36,,63,27,,5,,, +keefege01,1891,1,WS9,AA,5,14,1,2,0,0,0,1,0,,3,3,,0,,, +keefeti01,1891,1,NY1,NL,8,21,2,2,0,0,0,1,1,,3,13,,0,,, +keefeti01,1891,2,PHI,NL,11,29,0,5,0,1,0,1,0,,4,16,,0,,, +keenaji01,1891,1,CIN,NL,75,252,30,51,7,5,4,33,2,,33,39,,3,,, +keenaki01,1891,1,CN3,AA,1,4,1,2,0,0,0,1,1,,0,1,,0,,, +kellejo01,1891,1,BSN,NL,12,45,7,11,1,1,0,3,0,,2,7,,0,,, +kellyki01,1891,1,CN3,AA,82,283,56,84,15,7,1,53,22,,51,28,,2,,, +kellyki01,1891,2,BS2,AA,4,15,2,4,0,0,1,4,1,,0,2,,0,,, +kellyki01,1891,3,BSN,NL,16,52,7,12,1,0,0,5,6,,6,10,,1,,, +kileyjo01,1891,1,BSN,NL,1,2,0,0,0,0,0,0,0,,1,1,,1,,, +killefr01,1891,1,ML3,AA,11,35,8,8,3,0,0,5,0,,8,7,,0,,, +killehe01,1891,1,CL4,NL,1,3,0,0,0,0,0,0,0,,1,0,,0,,, +kilroma01,1891,1,CN3,AA,8,20,2,3,0,0,0,0,0,,4,2,,0,,, +kilromi01,1891,1,PHI,NL,3,5,1,2,0,0,0,1,0,,1,1,,0,,, +kingsi01,1891,1,PIT,NL,49,148,12,25,2,3,0,9,0,,14,31,,0,,, +kinslto01,1891,1,BRO,NL,61,228,22,54,6,0,0,33,3,,9,22,,0,,, +kittrma01,1891,1,CHN,NL,79,296,26,62,8,5,2,27,4,,17,28,,0,,, +klingbi01,1891,1,PHI,NL,13,31,3,6,0,0,0,2,0,,7,3,,0,,, +knausfr01,1891,1,CL4,NL,3,6,1,1,0,0,0,0,0,,0,1,,0,,, +knellph01,1891,1,CL6,AA,66,215,25,34,2,3,0,19,4,,8,34,,0,,, +kuehnbi01,1891,1,CL6,AA,68,261,32,56,9,0,2,22,21,,10,22,,0,,, +kuehnbi01,1891,2,LS2,AA,39,152,25,41,3,1,1,17,9,,7,13,,1,,, +lakefr01,1891,1,BSN,NL,5,7,1,1,0,0,0,0,0,,2,4,,0,,, +lallyda01,1891,1,PIT,NL,41,143,24,32,6,2,1,17,0,,16,20,,4,,, +larkihe01,1891,1,PH4,AA,133,526,94,147,27,14,10,93,2,,66,56,,15,,, +laroqsa01,1891,1,PIT,NL,1,4,0,0,0,0,0,0,0,,0,1,,0,,, +laroqsa01,1891,2,LS2,AA,10,35,6,11,2,1,1,8,1,,5,8,,2,,, +lathaar01,1891,1,CIN,NL,135,533,119,145,20,10,7,53,87,,74,35,,11,,, +lehanmi01,1891,1,CL6,AA,137,511,59,110,12,7,1,52,16,,34,77,,3,,, +leipeja01,1891,1,CL6,AA,6,21,2,3,0,0,0,3,0,,0,6,,0,,, +letchto01,1891,1,ML3,AA,6,21,3,4,1,0,0,2,1,,0,1,,0,,, +lohmape01,1891,1,WS9,AA,32,109,18,21,1,4,1,11,1,,16,17,,1,,, +longhe01,1891,1,BSN,NL,139,577,129,163,21,12,9,75,60,,80,51,,8,,, +longji01,1891,1,LS2,AA,6,25,5,6,0,0,0,4,1,,3,6,,2,,, +lovetto01,1891,1,BRO,NL,44,153,14,25,1,2,0,17,4,,7,29,,1,,, +lowebo01,1891,1,BSN,NL,125,497,92,129,19,5,6,74,43,,53,54,,9,,, +lubypa01,1891,1,CHN,NL,32,98,19,24,2,4,2,24,3,,8,16,,3,,, +lyonsde01,1891,1,SL4,AA,120,451,124,142,24,3,11,84,9,,88,58,,18,,, +lystobi01,1891,1,CL6,AA,1,2,0,0,0,0,0,0,1,,1,2,,0,,, +maceji01,1891,1,WS9,AA,3,6,0,0,0,0,0,0,0,,1,3,,0,,, +mackco01,1891,1,PIT,NL,75,280,43,60,10,0,0,29,4,,19,11,,9,,, +maddeki01,1891,1,BS2,AA,1,3,0,2,0,0,0,1,0,,0,0,,1,,, +maddeki01,1891,2,BL3,AA,38,107,18,29,2,2,1,15,2,,9,10,,2,,, +mainswi01,1891,1,CN3,AA,31,90,14,22,3,2,1,10,2,,5,8,,0,,, +mainswi01,1891,2,ML3,AA,2,5,0,3,0,0,0,1,0,,0,1,,0,,, +marrle01,1891,1,CIN,NL,71,282,32,72,9,7,0,32,16,,24,15,,2,,, +marrle01,1891,2,CN3,AA,14,57,9,11,1,0,0,4,2,,7,4,,0,,, +marrle01,1891,3,CIN,NL,1,4,0,2,0,0,0,0,0,,1,0,,0,,, +matthbo01,1891,1,PH4,AA,1,3,1,1,0,0,0,0,0,,0,1,,2,,, +maulal01,1891,1,PIT,NL,47,149,15,28,2,4,0,14,4,,20,28,,0,,, +mayered01,1891,1,PHI,NL,68,268,24,50,2,4,0,31,7,,14,29,,4,,, +mcaleji01,1891,1,CL4,NL,136,565,97,135,16,11,1,61,51,,49,47,,5,,, +mccarto01,1891,1,SL4,AA,134,570,124,176,20,6,8,92,37,,49,19,,10,,, +mccaual01,1891,1,WS9,AA,59,206,36,58,5,8,1,31,9,,30,13,,2,,, +mcgeaja01,1891,1,PH4,AA,46,187,22,41,4,3,2,13,9,,6,12,,1,,, +mcgeaja01,1891,2,BS2,AA,41,178,26,45,2,1,1,21,11,,12,8,,1,,, +mcgeaja01,1891,3,PH4,AA,4,14,2,5,0,0,0,0,0,,0,0,,0,,, +mcgilwi01,1891,1,CN3,AA,8,20,4,2,0,0,0,0,0,,9,4,,0,,, +mcgilwi01,1891,2,SL4,AA,33,83,12,13,1,1,0,4,2,,25,23,,0,,, +mcgrajo01,1891,1,BL3,AA,33,115,17,31,3,5,0,14,4,,12,17,,4,,, +mcguide01,1891,1,WS9,AA,114,413,55,125,22,10,3,66,10,,43,34,,10,,, +mckeaed01,1891,1,CL4,NL,141,603,115,170,13,12,6,69,14,,64,19,,1,,, +mckeoda01,1891,1,PH4,AA,15,54,4,14,1,1,0,3,0,,8,6,,0,,, +mclauto01,1891,1,WS9,AA,14,41,9,11,0,1,0,3,3,,7,6,,2,,, +mcmahsa01,1891,1,BL3,AA,61,210,31,43,2,4,1,15,6,,7,36,,1,,, +mcphebi01,1891,1,CIN,NL,138,562,107,144,14,16,6,38,33,,74,35,,2,,, +mcquama01,1891,1,SL4,AA,4,11,1,4,2,0,0,1,1,,0,1,,0,,, +mcquemo01,1891,1,WS9,AA,68,261,40,63,9,4,2,37,3,,18,19,,6,,, +mcswepa01,1891,1,SL4,AA,3,12,2,3,1,0,0,2,1,,0,0,,1,,, +mctamji01,1891,1,CL6,AA,81,304,59,76,17,9,3,35,20,,58,48,,2,,, +mctamji01,1891,2,PH4,AA,58,218,57,49,6,3,3,21,13,,43,44,,5,,, +meakige01,1891,1,PH4,AA,6,15,2,3,1,0,0,1,0,,2,3,,0,,, +meekijo01,1891,1,LS2,AA,32,94,14,21,0,3,1,10,4,,15,19,,0,,, +merribi01,1891,1,CHN,NL,11,42,4,9,1,0,0,4,0,,2,2,,0,,, +millebo01,1891,1,WS9,AA,7,18,1,2,0,0,0,2,0,,0,5,,0,,, +milledo01,1891,1,PIT,NL,135,548,80,156,19,6,4,57,35,,59,26,,3,,, +millijo01,1891,1,PH4,AA,118,455,75,138,35,12,11,106,2,,56,51,,15,,, +morelha01,1891,1,PHI,NL,4,14,1,1,0,0,0,0,0,,3,3,,0,,, +mullato01,1891,1,CIN,NL,64,209,16,31,1,2,0,10,4,,18,33,,4,,, +mulvejo01,1891,1,PH4,AA,113,453,62,115,9,13,5,66,11,,17,32,,4,,, +munyajo01,1891,1,SL4,AA,60,176,41,41,4,3,0,19,13,,41,39,,4,,, +murphla01,1891,1,WS9,AA,101,400,73,106,15,3,1,35,29,,63,27,,5,,, +murphmo01,1891,1,BS2,AA,106,402,60,87,11,4,4,54,17,,36,58,,5,,, +murrami01,1891,1,WS9,AA,2,8,0,0,0,0,0,0,0,,0,1,,0,,, +myersal01,1891,1,PHI,NL,135,514,67,118,27,2,2,69,8,,69,46,,9,,, +nagleto01,1891,1,CHN,NL,8,25,3,3,0,0,0,1,0,,1,3,,0,,, +nashbi01,1891,1,BSN,NL,140,537,92,148,24,9,5,95,28,,74,50,,5,,, +nealejo01,1891,1,SL4,AA,15,51,6,6,0,1,1,8,1,,3,11,,0,,, +neweljo01,1891,1,PIT,NL,5,18,1,2,0,0,0,2,0,,0,0,,1,,, +nichoki01,1891,1,BSN,NL,52,183,21,36,6,0,0,27,1,,12,31,,1,,, +nicolge01,1891,1,CHN,NL,3,6,0,2,0,1,0,3,0,,0,1,,0,,, +obrieda01,1891,1,BRO,NL,103,395,79,100,18,6,5,57,31,,39,53,,7,,, +obrieda02,1891,1,BS2,AA,41,128,19,30,1,0,0,10,3,,8,17,,1,,, +obriejo02,1891,1,BRO,NL,43,167,22,41,4,2,0,26,4,,12,17,,3,,, +oconnja01,1891,1,CL6,AA,56,229,28,61,12,3,0,37,10,,11,14,,0,,, +oconnjo01,1891,1,BL3,AA,8,29,2,5,1,0,0,7,2,,3,6,,0,,, +oneilti01,1891,1,SL4,AA,127,514,111,166,28,4,10,95,25,,61,33,,9,,, +orourji01,1891,1,NY1,NL,136,555,92,164,28,7,5,95,19,,26,29,,6,,, +orourti01,1891,1,CL6,AA,34,136,22,38,1,3,0,12,9,,15,7,,2,,, +pettepa01,1891,1,LS2,AA,2,5,1,0,0,0,0,0,1,,3,1,,0,,, +pettibo01,1891,1,ML3,AA,21,80,10,14,4,0,1,5,2,,7,7,,3,,, +pfefffr01,1891,1,CHN,NL,137,498,93,123,12,9,7,77,40,,79,60,,3,,, +pinknge01,1891,1,BRO,NL,135,501,80,137,19,6,2,71,44,,67,32,,7,,, +plockwa01,1891,1,PHI,NL,2,5,2,2,0,0,0,0,0,,0,1,,1,,, +quarlbi01,1891,1,WS9,AA,3,11,0,0,0,0,0,0,0,,0,3,,0,,, +quinlfr01,1891,1,BS2,AA,2,5,0,0,0,0,0,0,0,,0,2,,0,,, +quinnjo02,1891,1,BSN,NL,124,508,70,122,8,10,3,63,24,,28,28,,6,,, +radboch01,1891,1,CIN,NL,29,96,11,17,2,2,0,10,1,,4,11,,2,,, +radfopa01,1891,1,BS2,AA,133,456,102,118,11,5,0,65,55,,96,36,,5,,, +rayir01,1891,1,BL3,AA,103,418,72,116,17,5,0,58,28,,54,18,,4,,, +raymoha01,1891,1,LS2,AA,14,59,4,12,2,0,0,2,3,,5,6,,2,,, +reedeni01,1891,1,LS2,AA,1,2,0,0,0,0,0,0,0,,0,1,,0,,, +reillch02,1891,1,PIT,NL,114,415,43,91,8,5,3,44,20,,29,58,,4,,, +reilljo01,1891,1,CIN,NL,135,546,60,132,20,13,4,64,22,,9,42,,10,,, +rettgge01,1891,1,SL4,AA,15,42,5,3,0,0,1,2,1,,5,10,,1,,, +rhinebi01,1891,1,CIN,NL,48,148,10,18,3,1,0,5,1,,7,30,,0,,, +richada01,1891,1,NY1,NL,123,516,85,139,18,5,4,51,28,,33,27,,0,,, +richaha01,1891,1,BS2,AA,74,278,45,71,9,4,7,52,16,,40,26,,1,,, +ricksjo01,1891,1,SL4,AA,5,18,3,3,0,0,0,0,0,,0,2,,0,,, +robinwi01,1891,1,BL3,AA,93,334,25,72,8,5,2,46,18,,16,37,,0,,, +robinya01,1891,1,CN3,AA,97,342,48,61,9,4,1,37,23,,68,51,,8,,, +robinya01,1891,2,SL4,AA,1,3,0,0,0,0,0,0,0,,0,0,,0,,, +rooksge01,1891,1,BSN,NL,5,16,1,2,0,0,0,0,0,,4,1,,0,,, +rusieam01,1891,1,NY1,NL,62,220,30,54,5,2,0,15,2,,3,25,,0,,, +ryancy01,1891,1,BSN,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,,, +ryanja01,1891,1,LS2,AA,75,253,24,57,5,4,2,25,3,,15,40,,1,,, +ryanji01,1891,1,CHN,NL,118,505,110,140,22,15,9,66,27,,53,38,,8,,, +sandebe01,1891,1,PH4,AA,40,156,24,39,6,4,1,19,2,,7,12,,2,,, +sayloph01,1891,1,PHI,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,,, +schelal01,1891,1,LS2,AA,6,16,3,2,0,0,0,0,2,,1,1,,0,,, +schripo01,1891,1,CHN,NL,27,90,15,30,1,4,1,21,1,,10,9,,2,,, +schuljo01,1891,1,PHI,NL,6,6,3,1,1,0,0,0,0,,0,2,,0,,, +schuljo02,1891,1,SL4,AA,1,2,0,0,0,0,0,0,0,,0,0,,0,,, +seeryem01,1891,1,CN3,AA,97,372,77,106,15,10,4,36,19,,81,52,,8,,, +sewared01,1891,1,CL4,NL,7,19,2,4,2,0,0,1,0,,3,4,,0,,, +shannda01,1891,1,WS9,AA,19,67,7,9,2,0,0,3,3,,6,9,,0,,, +sharrja01,1891,1,NY1,NL,10,30,5,10,2,0,1,7,3,,1,2,,0,,, +shearjo01,1891,1,CL4,NL,30,124,10,30,1,1,0,13,6,,1,15,,0,,, +shindbi01,1891,1,PHI,NL,103,415,68,87,13,1,0,38,17,,33,39,,6,,, +shinnti01,1891,1,LS2,AA,126,436,77,96,9,11,1,52,36,,54,46,,5,,, +shochge01,1891,1,ML3,AA,34,127,29,40,7,1,1,16,12,,18,5,,9,,, +shugafr01,1891,1,PIT,NL,75,320,57,88,19,8,3,33,21,,20,26,,3,,, +slagljo01,1891,1,CN3,AA,1,1,0,0,0,0,0,0,0,,0,1,,0,,, +slattmi01,1891,1,CIN,NL,41,158,24,33,3,2,1,16,1,,10,10,,0,,, +slattmi01,1891,2,WS9,AA,15,60,8,17,1,0,0,5,6,,4,5,,3,,, +smallwi01,1891,1,WS9,AA,11,38,5,6,0,1,0,3,0,,5,2,,0,,, +smithge01,1891,1,CIN,NL,138,512,50,103,11,5,3,53,16,,38,32,,1,,, +smithph01,1891,1,PHI,NL,3,8,0,3,0,0,0,2,1,,2,0,,0,,, +smithpo01,1891,1,WS9,AA,27,90,13,16,2,2,0,13,2,,13,16,,2,,, +sneedjo01,1891,1,CL6,AA,99,366,66,94,9,6,1,61,24,,55,29,,8,,, +snydepo01,1891,1,WS9,AA,8,27,4,5,0,1,0,2,0,,0,3,,2,,, +spurned01,1891,1,PIT,NL,3,7,2,2,1,0,0,0,0,,2,1,,0,,, +staleha01,1891,1,PIT,NL,9,31,4,7,0,1,0,3,0,,3,4,,0,,, +staleha01,1891,2,BSN,NL,31,102,7,17,4,0,1,16,0,,8,17,,1,,, +steined01,1891,1,CHN,NL,14,43,4,7,1,0,0,4,0,,3,10,,0,,, +stephcl01,1891,1,CIN,NL,1,3,0,0,0,0,0,0,0,,0,1,,0,,, +stiveja01,1891,1,SL4,AA,85,302,45,92,10,2,7,54,4,,10,32,,2,,, +stoveha01,1891,1,BSN,NL,134,544,118,152,31,20,16,95,57,,79,69,,2,,, +stratsc01,1891,1,PIT,NL,2,8,1,1,0,0,0,0,0,,0,3,,0,,, +stratsc01,1891,2,LS2,AA,34,115,9,27,2,0,0,8,8,,11,13,,1,,, +striccu01,1891,1,BS2,AA,139,514,96,111,15,4,0,46,54,,63,34,,6,,, +sulliji01,1891,1,BSN,NL,1,0,0,0,0,0,0,0,0,,0,0,,0,,, +sulliji01,1891,2,CL6,AA,1,4,0,0,0,0,0,0,0,,0,1,,0,,, +sullima01,1891,1,BSN,NL,17,67,15,15,1,0,2,7,7,,5,3,,1,,, +sullima01,1891,2,CL4,NL,1,4,0,1,0,0,0,1,0,,0,1,,0,,, +sullimi02,1891,1,PH4,AA,2,7,0,0,0,0,0,0,0,,0,5,,0,,, +sullimi02,1891,2,NY1,NL,3,10,3,2,0,0,0,0,1,,0,0,,0,,, +sutclsy01,1891,1,WS9,AA,53,201,29,71,8,3,2,33,8,,17,17,,2,,, +tayloha01,1891,1,LS2,AA,91,348,80,103,7,3,2,35,15,,55,30,,4,,, +tayloja01,1891,1,NY1,NL,1,2,0,0,0,0,0,0,0,,1,1,,0,,, +tebeapa01,1891,1,CL4,NL,61,249,38,65,8,3,1,41,12,,16,13,,3,,, +terryad01,1891,1,BRO,NL,30,91,10,19,7,1,0,6,4,,9,26,,3,,, +thompsa01,1891,1,PHI,NL,133,554,108,163,23,10,7,90,29,,52,20,,8,,, +thornjo01,1891,1,PHI,NL,39,123,7,17,3,0,0,6,1,,2,10,,0,,, +tiernmi01,1891,1,NY1,NL,134,542,111,166,30,12,16,73,53,,69,32,,3,,, +townsge01,1891,1,BL3,AA,61,204,29,39,5,4,0,18,3,,20,21,,5,,, +tucketo01,1891,1,BSN,NL,140,548,103,148,16,5,2,69,26,,37,30,,29,,, +twitcla01,1891,1,CL6,AA,57,224,32,62,9,4,2,35,10,,20,28,,2,,, +vanhage01,1891,1,BL3,AA,139,566,136,180,14,15,9,83,75,,71,46,,4,,, +vaughfa01,1891,1,CN3,AA,51,175,21,45,7,1,1,14,7,,14,15,,1,,, +vaughfa01,1891,2,ML3,AA,25,99,13,33,7,0,0,9,1,,4,5,,0,,, +viaule01,1891,1,CL4,NL,45,144,15,23,3,2,0,6,2,,12,28,,0,,, +vicketo01,1891,1,CHN,NL,14,39,3,7,1,0,0,1,3,,0,10,,0,,, +virtuja01,1891,1,CL4,NL,139,517,82,135,19,14,2,72,15,,75,40,,8,,, +visnejo01,1891,1,WS9,AA,18,68,13,19,2,3,1,7,2,,8,7,,0,,, +visnejo01,1891,2,SL4,AA,6,27,2,4,0,1,0,1,0,,0,3,,0,,, +walshjo01,1891,1,BL3,AA,26,100,14,21,0,1,1,10,4,,6,18,,0,,, +wardjo01,1891,1,BRO,NL,105,441,85,122,13,5,0,39,57,,36,10,,3,,, +wardpi01,1891,1,PIT,NL,6,18,3,6,0,0,0,2,3,,3,3,,1,,, +weavefa01,1891,1,LS2,AA,133,556,74,157,25,7,1,53,30,,33,23,,11,,, +welchcu01,1891,1,BL3,AA,132,514,122,138,22,10,3,55,50,,77,42,,36,,, +welchmi01,1891,1,NY1,NL,22,71,4,10,0,0,0,4,0,,3,13,,0,,, +wentzja01,1891,1,LS2,AA,1,4,0,1,0,0,0,0,0,,0,0,,0,,, +werdepe01,1891,1,BL3,AA,139,552,102,160,20,18,6,104,46,,52,59,,11,,, +weyhigu01,1891,1,PH4,AA,54,198,11,22,5,1,0,11,2,,7,65,,1,,, +wheelbo01,1891,1,CL6,AA,136,498,82,114,15,1,0,39,52,,78,55,,2,,, +whistle01,1891,1,NY1,NL,72,265,39,65,8,7,3,38,4,,24,45,,3,,, +whitnar01,1891,1,CN3,AA,93,347,42,69,6,1,3,33,8,,31,20,,3,,, +whitnar01,1891,2,SL4,AA,3,11,0,0,0,0,0,0,0,,1,2,,0,,, +widnewi01,1891,1,CN3,AA,1,4,0,1,0,0,0,0,0,,0,1,,0,,, +wilmowa01,1891,1,CHN,NL,121,498,102,137,14,10,11,71,42,,55,21,,5,,, +wisesa01,1891,1,BL3,AA,103,388,70,96,14,5,1,48,33,,62,52,,9,,, +wolfji01,1891,1,LS2,AA,136,528,67,135,16,8,1,81,13,,42,36,,8,,, +woodge01,1891,1,PH4,AA,132,528,105,163,18,14,3,61,22,,72,52,,7,,, +youngcy01,1891,1,CL4,NL,55,174,23,29,5,2,1,18,2,,11,30,,0,,, +ziesbi01,1891,1,SL4,AA,2,3,0,1,0,0,0,0,0,,0,0,,0,,, +zimmech01,1891,1,CL4,NL,116,440,55,112,21,4,3,69,15,,33,49,,4,,, +abbeybe01,1892,1,WAS,NL,27,75,5,9,1,0,0,3,2,,9,27,,0,,, +allenbo01,1892,1,PHI,NL,152,563,77,128,20,14,2,64,15,,61,60,,1,,, +ansonca01,1892,1,CHN,NL,146,559,62,152,25,9,1,74,13,,67,30,,4,,, +baldwma01,1892,1,PIT,NL,56,178,11,18,2,0,1,13,1,,13,60,,0,,, +bassech01,1892,1,NY1,NL,35,130,9,27,2,3,0,16,0,,6,11,,2,,, +bassech01,1892,2,LS3,NL,79,313,36,67,5,5,2,35,16,,15,19,,0,,, +becklja01,1892,1,PIT,NL,151,614,102,145,21,19,10,96,30,,31,44,,14,,, +bennech01,1892,1,BSN,NL,35,114,19,23,4,0,1,16,6,,27,23,,0,,, +bergetu01,1892,1,WAS,NL,26,97,9,14,2,1,0,3,3,,7,9,,1,,, +bierblo01,1892,1,PIT,NL,152,649,81,153,20,9,8,65,11,,25,29,,0,,, +birdfr01,1892,1,SLN,NL,17,50,9,10,3,1,1,1,2,,6,11,,0,,, +boyleja01,1892,1,NY1,NL,120,436,52,80,8,8,0,32,10,,36,41,,4,,, +breitte01,1892,1,SLN,NL,47,131,16,16,1,1,0,6,4,,16,20,,2,,, +brigggr01,1892,1,SLN,NL,22,55,2,4,1,0,0,1,2,,5,14,,1,,, +brodist01,1892,1,SLN,NL,154,602,85,153,10,9,4,60,28,,52,31,,4,,, +broutda01,1892,1,BRO,NL,152,588,121,197,30,20,5,124,31,,84,30,,16,,, +brownpe01,1892,1,LS3,NL,21,77,10,19,4,0,0,4,5,,12,7,,0,,, +brownpe01,1892,2,CIN,NL,83,307,47,93,12,5,3,52,8,,40,26,,0,,, +brownto01,1892,1,LS3,NL,153,660,105,150,16,8,2,45,78,,47,94,,5,,, +buckldi01,1892,1,SLN,NL,121,410,43,93,17,4,5,52,7,,22,34,,5,,, +buffich01,1892,1,BLN,NL,13,43,7,15,1,1,0,4,1,,3,6,,0,,, +burkeda01,1892,1,BSN,NL,1,4,0,0,0,0,0,0,0,,0,2,,0,,, +burkeed01,1892,1,CIN,NL,15,41,6,6,1,0,0,4,2,,9,4,,0,,, +burkeed01,1892,2,NY1,NL,89,363,81,94,10,5,6,41,42,,46,37,,5,,, +burkeje01,1892,1,CL4,NL,145,608,119,167,15,14,6,66,36,,67,59,,1,,, +burnsoy01,1892,1,BRO,NL,141,542,88,171,27,18,4,96,33,,65,42,,6,,, +burnsto01,1892,1,PIT,NL,12,39,7,8,0,0,0,4,1,,3,8,,0,,, +campki01,1892,1,PIT,NL,4,11,0,1,0,0,0,0,0,,0,2,,0,,, +cample01,1892,1,SLN,NL,42,145,19,30,3,1,2,13,12,,17,27,,1,,, +canavji01,1892,1,CHN,NL,118,439,48,73,10,11,0,32,33,,48,48,,0,,, +cargobo01,1892,1,PIT,NL,2,4,0,1,0,0,0,0,0,,0,0,,0,,, +carpehi01,1892,1,SLN,NL,1,3,0,1,0,0,0,0,0,,1,1,,0,,, +carrocl01,1892,1,SLN,NL,101,407,82,111,14,8,4,49,30,,47,22,,11,,, +carseki01,1892,1,PHI,NL,44,131,8,20,2,1,1,10,1,,9,24,,0,,, +carutbo01,1892,1,SLN,NL,143,513,76,142,16,8,3,69,24,,86,29,,5,,, +chambel01,1892,1,CIN,NL,53,160,13,36,3,1,2,15,1,,7,17,,0,,, +childcu01,1892,1,CL4,NL,145,558,136,177,14,11,3,53,26,,117,20,,9,,, +clarkda02,1892,1,BSN,NL,1,3,0,0,0,0,0,0,0,,0,3,,0,,, +clarkjo01,1892,1,BSN,NL,16,57,7,13,3,0,1,13,1,,3,15,,0,,, +clarkjo01,1892,2,CL4,NL,29,101,8,14,0,0,0,4,2,,8,24,,0,,, +clausfr01,1892,1,LS3,NL,24,84,4,13,1,0,0,3,0,,5,11,,1,,, +clemeja01,1892,1,PHI,NL,109,402,50,106,25,6,8,76,7,,43,40,,3,,, +cobbge01,1892,1,BLN,NL,57,172,20,36,4,5,1,13,2,,22,37,,0,,, +collibi01,1892,1,SLN,NL,1,2,0,0,0,0,0,0,0,,0,2,,0,,, +collihu01,1892,1,BRO,NL,21,87,17,26,5,1,0,17,4,,14,13,,0,,, +comisch01,1892,1,CIN,NL,141,551,61,125,14,6,3,71,30,,32,16,,4,,, +connoje01,1892,1,PHI,NL,1,3,0,0,0,0,0,0,0,,0,1,,0,,, +connoji01,1892,1,CHN,NL,9,34,0,2,0,0,0,0,0,,1,7,,1,,, +connoro01,1892,1,PHI,NL,155,564,123,166,37,11,12,73,22,,116,39,,6,,, +cooneji01,1892,1,CHN,NL,65,238,18,41,1,0,0,20,10,,23,5,,1,,, +cooneji01,1892,2,WAS,NL,6,25,5,4,0,1,0,4,1,,4,3,,0,,, +corcoto01,1892,1,BRO,NL,151,613,77,145,11,6,1,74,39,,34,51,,4,,, +corkhpo01,1892,1,PIT,NL,68,256,23,47,1,4,0,25,6,,12,19,,3,,, +craneed01,1892,1,NY1,NL,48,163,20,40,1,1,0,14,2,,11,30,,1,,, +crookja01,1892,1,SLN,NL,128,445,82,95,7,4,7,38,23,,136,52,,2,,, +crossla01,1892,1,PHI,NL,140,541,84,149,15,10,4,69,18,,39,16,,3,,, +crossmo01,1892,1,BLN,NL,15,50,5,8,0,0,0,2,2,,4,10,,0,,, +cuppyni01,1892,1,CL4,NL,50,168,15,36,11,0,0,24,2,,7,40,,0,,, +dahlebi01,1892,1,CHN,NL,143,581,114,170,23,19,5,58,60,,45,56,,5,,, +dailyco01,1892,1,BRO,NL,80,278,38,65,10,1,0,28,18,,38,21,,1,,, +dalyjo01,1892,1,BSN,NL,1,0,0,0,0,0,0,0,0,,0,0,,0,,, +dalysu01,1892,1,BLN,NL,13,48,5,12,0,2,0,7,0,,1,4,,0,,, +dalyto01,1892,1,BRO,NL,124,446,76,114,15,6,4,51,34,,64,62,,5,,, +daubda01,1892,1,CIN,NL,4,7,0,0,0,0,0,0,0,,0,2,,1,,, +daviege01,1892,1,CL4,NL,26,87,3,12,1,0,0,6,1,,3,14,,0,,, +davisge01,1892,1,CL4,NL,144,597,95,144,27,12,5,82,36,,58,51,,3,,, +deckege01,1892,1,CHN,NL,78,291,32,66,6,7,1,28,9,,20,49,,0,,, +delahed01,1892,1,PHI,NL,123,477,79,146,30,21,6,91,29,,31,32,,9,,, +demilha01,1892,1,CHN,NL,4,10,2,3,0,0,0,5,2,,2,1,,0,,, +dolanjo01,1892,1,WAS,NL,5,13,1,3,0,0,0,1,0,,2,5,,0,,, +donovpa01,1892,1,WAS,NL,40,163,29,39,3,3,0,12,16,,11,13,,2,,, +donovpa01,1892,2,PIT,NL,90,388,77,114,15,3,2,26,40,,20,16,,3,,, +doomsha01,1892,1,LS3,NL,1,4,0,0,0,0,0,0,0,,1,3,,0,,, +dowdto01,1892,1,WAS,NL,144,584,94,142,9,10,1,50,49,,34,49,,1,,, +dowseto01,1892,1,LS3,NL,41,145,10,21,2,0,0,7,1,,2,15,,3,,, +dowseto01,1892,2,WAS,NL,1,4,0,1,0,0,0,0,0,,0,0,,0,,, +dowseto01,1892,3,CIN,NL,1,4,0,0,0,0,0,0,0,,0,0,,0,,, +dowseto01,1892,4,PHI,NL,16,54,3,10,0,0,0,6,1,,2,4,,1,,, +dowseto01,1892,5,WAS,NL,6,23,5,6,1,0,0,2,0,,0,3,,0,,, +doyleja01,1892,1,CL4,NL,24,88,17,26,4,1,1,14,5,,6,10,,0,,, +doyleja01,1892,2,NY1,NL,90,366,61,109,22,1,5,55,42,,18,30,,3,,, +draubja01,1892,1,WAS,NL,10,34,3,7,0,1,0,3,0,,2,12,,0,,, +duffech01,1892,1,WAS,NL,132,492,64,122,12,11,6,51,28,,36,33,,2,,, +duffyhu01,1892,1,BSN,NL,147,612,125,184,28,12,5,81,51,,60,37,,1,,, +dungasa01,1892,1,CHN,NL,113,433,46,123,19,7,0,53,15,,35,19,,6,,, +duryeje01,1892,1,CIN,NL,9,27,3,3,1,0,0,0,0,,5,11,,1,,, +duryeje01,1892,2,WAS,NL,18,50,4,6,1,0,0,3,0,,2,17,,3,,, +dwyerfr01,1892,1,SLN,NL,10,25,4,2,0,0,0,0,0,,4,2,,0,,, +dwyerfr01,1892,2,CIN,NL,41,132,15,21,0,2,0,6,2,,4,9,,0,,, +earlebi01,1892,1,PIT,NL,5,13,5,7,2,0,0,3,2,,4,1,,0,,, +eastoja01,1892,1,SLN,NL,5,17,1,3,1,0,0,2,1,,0,3,,0,,, +ehretre01,1892,1,PIT,NL,40,132,12,34,2,0,0,19,1,,7,22,,0,,, +elyha01,1892,1,BLN,NL,1,3,0,0,0,0,0,0,0,,0,1,,0,,, +esperdu01,1892,1,PHI,NL,23,70,8,17,2,0,1,11,1,,2,18,,1,,, +esperdu01,1892,2,PIT,NL,3,9,0,0,0,0,0,1,0,,0,2,,0,,, +ewingbu01,1892,1,NY1,NL,105,393,58,122,10,15,8,76,42,,38,26,,0,,, +farredu01,1892,1,PIT,NL,152,605,96,130,10,13,8,77,20,,46,53,,5,,, +fersoal01,1892,1,BLN,NL,2,4,0,0,0,0,0,0,0,,0,2,,0,,, +fieldjo01,1892,1,NY1,NL,21,66,8,18,4,2,0,5,2,,9,10,,1,,, +fitzgwa01,1892,1,LS3,NL,4,15,1,2,1,0,0,1,0,,1,8,,0,,, +foremfr01,1892,1,WAS,NL,11,28,5,13,2,2,1,3,0,,3,3,,0,,, +foremfr01,1892,2,BLN,NL,7,23,2,4,1,1,0,1,1,,3,3,,0,,, +foutzda01,1892,1,BRO,NL,61,220,33,41,5,3,1,26,19,,14,14,,0,,, +fullesh01,1892,1,NY1,NL,141,508,74,116,11,4,1,48,37,,52,24,,0,,, +galvipu01,1892,1,PIT,NL,12,41,4,5,1,0,0,4,0,,2,9,,0,,, +galvipu01,1892,2,SLN,NL,12,39,2,2,0,0,0,1,0,,1,10,,0,,, +ganzech01,1892,1,BSN,NL,54,198,25,53,9,3,0,25,7,,18,12,,1,,, +gastrha01,1892,1,WAS,NL,12,29,1,4,1,1,0,2,0,,5,0,,0,,, +geninfr01,1892,1,SLN,NL,1,4,0,2,0,0,0,0,0,,0,1,,0,,, +geninfr01,1892,2,CIN,NL,35,110,12,20,4,0,0,7,7,,12,12,,0,,, +geninfr01,1892,3,SLN,NL,14,47,5,8,1,0,0,4,3,,1,10,,0,,, +getzich01,1892,1,SLN,NL,13,45,3,9,0,0,1,4,0,,3,10,,0,,, +gilbebi01,1892,1,BLN,NL,2,6,0,2,1,0,0,1,0,,0,3,,0,,, +gilbepe01,1892,1,BLN,NL,4,15,0,3,0,0,0,0,1,,1,3,,0,,, +glassja01,1892,1,SLN,NL,139,566,83,151,27,5,3,72,26,,44,19,,7,,, +gleaski01,1892,1,SLN,NL,66,233,35,50,4,2,3,25,7,,34,23,,0,,, +godarjo01,1892,1,BLN,NL,5,14,2,3,0,0,0,1,1,,2,1,,1,,, +gorege01,1892,1,NY1,NL,53,193,47,49,11,2,0,11,20,,49,16,,3,,, +gorege01,1892,2,SLN,NL,20,73,9,15,0,1,0,4,2,,18,6,,0,,, +grifffr01,1892,1,CHN,NL,1,1,0,0,0,0,0,0,0,,0,1,,0,,, +griffmi01,1892,1,BRO,NL,129,452,103,125,17,11,3,66,49,,68,36,,4,,, +grimjo01,1892,1,LS3,NL,97,370,40,90,16,4,1,36,18,,13,24,,6,,, +gumbead01,1892,1,CHN,NL,52,178,18,42,1,2,1,8,5,,14,24,,1,,, +gumbebi01,1892,1,PIT,NL,7,18,2,2,0,1,0,1,2,,0,4,,1,,, +gunsojo01,1892,1,BLN,NL,89,314,35,67,10,5,0,32,2,,16,17,,7,,, +haddoge01,1892,1,BRO,NL,47,158,23,28,6,1,0,11,2,,12,31,,1,,, +haighed01,1892,1,SLN,NL,1,4,0,1,0,0,0,0,0,,0,2,,0,,, +hallijo01,1892,1,CIN,NL,26,101,14,29,4,0,2,12,3,,12,9,,0,,, +hallijo01,1892,2,BLN,NL,46,178,38,48,4,7,2,43,8,,30,24,,2,,, +hallmbi01,1892,1,PHI,NL,138,586,106,171,27,10,2,84,19,,32,52,,6,,, +hamilbi01,1892,1,PHI,NL,139,554,132,183,21,7,3,53,57,,81,29,,8,,, +hanlone01,1892,1,BLN,NL,11,43,3,7,1,1,0,2,0,,3,3,,0,,, +harrije01,1892,1,CIN,NL,22,61,6,13,1,0,0,3,0,,6,1,,0,,, +hartbi01,1892,1,BRO,NL,37,125,14,24,3,4,2,17,4,,7,22,,1,,, +hawkebi01,1892,1,SLN,NL,15,45,2,4,0,0,0,1,0,,0,6,,1,,, +hawlepi01,1892,1,SLN,NL,20,71,3,12,1,0,1,5,0,,1,8,,0,,, +healyjo01,1892,1,BLN,NL,9,27,3,6,0,1,0,1,0,,2,3,,0,,, +healyjo01,1892,2,LS3,NL,2,7,0,2,1,0,0,0,0,,1,1,,0,,, +hemmige01,1892,1,CIN,NL,1,3,0,1,0,0,0,0,0,,0,0,,0,,, +hemmige01,1892,2,LS3,NL,4,13,0,1,0,0,0,0,0,,2,5,,0,,, +hessto01,1892,1,BLN,NL,1,2,0,0,0,0,0,0,0,,0,0,,0,,, +hollibu01,1892,1,CIN,NL,152,602,114,177,23,16,13,91,43,,57,39,,1,,, +hollijo01,1892,1,CHN,NL,1,3,0,0,0,0,0,0,0,,0,3,,0,,, +hoovebu01,1892,1,CIN,NL,14,51,7,9,0,0,0,2,1,,5,4,,0,,, +hoydu01,1892,1,WAS,NL,152,593,108,167,19,8,3,75,60,,86,23,,4,,, +hutchbi01,1892,1,CHN,NL,77,263,23,57,10,5,1,22,8,,10,60,,0,,, +inksbe01,1892,1,BRO,NL,9,25,8,10,1,0,0,2,1,,2,2,,0,,, +inksbe01,1892,2,WAS,NL,3,10,1,3,1,0,0,0,0,,0,1,,0,,, +jennihu01,1892,1,LS3,NL,152,594,65,133,16,4,2,61,28,,30,30,,9,,, +johnsbi01,1892,1,BLN,NL,4,15,2,2,0,0,0,2,0,,2,0,,0,,, +jonesal01,1892,1,LS3,NL,18,55,6,8,0,0,0,2,0,,7,26,,0,,, +jonesal01,1892,2,WAS,NL,4,11,0,3,0,0,0,1,1,,1,3,,0,,, +jonesbu01,1892,1,CIN,NL,1,2,0,0,0,0,0,0,0,,1,2,,0,,, +joycebi01,1892,1,BRO,NL,97,372,89,91,15,12,6,45,23,,82,55,,8,,, +keefeti01,1892,1,PHI,NL,39,117,6,10,2,0,1,3,1,,13,47,,1,,, +keelewi01,1892,1,NY1,NL,14,53,7,17,3,0,0,6,5,,3,3,,1,,, +kellejo01,1892,1,PIT,NL,56,205,26,49,7,7,0,28,8,,17,21,,0,,, +kellejo01,1892,2,BLN,NL,10,33,3,7,0,0,0,4,2,,4,7,,1,,, +kellyki01,1892,1,BSN,NL,78,281,40,53,7,0,2,41,24,,39,32,,0,,, +kennebr01,1892,1,BRO,NL,26,85,12,14,3,2,0,11,3,,4,8,,1,,, +killefr01,1892,1,WAS,NL,65,186,27,37,4,4,4,23,2,,26,61,,4,,, +kilroma01,1892,1,WAS,NL,4,10,0,2,0,0,0,0,0,,1,0,,0,,, +kingsi01,1892,1,NY1,NL,51,163,26,34,2,4,2,23,1,,16,26,,1,,, +kinslto01,1892,1,BRO,NL,66,246,37,75,6,11,2,40,4,,13,17,,1,,, +kittrma01,1892,1,CHN,NL,69,229,19,41,5,0,0,10,2,,11,27,,0,,, +klingbi01,1892,1,BLN,NL,2,4,1,1,0,1,0,1,0,,1,2,,0,,, +knausfr01,1892,1,CIN,NL,1,3,0,1,0,0,0,0,0,,1,1,,0,,, +knellph01,1892,1,WAS,NL,22,68,8,8,0,0,0,1,0,,3,20,,1,,, +knellph01,1892,2,PHI,NL,11,34,4,3,0,0,0,1,0,,3,13,,0,,, +knowlji01,1892,1,NY1,NL,16,59,9,9,1,0,0,7,2,,6,8,,0,,, +kuehnbi01,1892,1,LS3,NL,76,287,22,48,4,5,0,36,6,,13,36,,0,,, +kuehnbi01,1892,2,SLN,NL,6,24,1,4,1,0,0,0,1,,0,3,,1,,, +kuehnbi01,1892,3,CIN,NL,6,24,3,5,1,0,1,4,0,,1,5,,0,,, +kuehnbi01,1892,4,SLN,NL,1,4,0,0,0,0,0,0,0,,0,1,,0,,, +larkihe01,1892,1,WAS,NL,119,464,76,130,13,7,8,96,21,,39,21,,8,,, +lathaar01,1892,1,CIN,NL,152,622,111,148,20,4,0,44,66,,60,55,,5,,, +leona01,1892,1,SLN,NL,1,0,0,0,0,0,0,0,1,,1,0,,0,,, +longhe01,1892,1,BSN,NL,151,646,115,181,33,6,6,78,57,,44,36,,8,,, +lowebo01,1892,1,BSN,NL,124,475,79,115,16,7,3,57,36,,37,47,,8,,, +lubypa01,1892,1,CHN,NL,45,163,14,31,3,2,2,20,3,,12,27,,1,,, +lyonsde01,1892,1,NY1,NL,108,389,71,100,16,7,8,51,11,,59,37,,3,,, +lyonsha01,1892,1,NY1,NL,96,411,67,98,5,2,0,53,25,,33,29,,1,,, +mackco01,1892,1,PIT,NL,97,346,39,84,9,4,1,31,11,,21,22,,6,,, +mahonda01,1892,1,CIN,NL,5,21,1,4,0,1,0,1,0,,1,4,,0,,, +mcaleji01,1892,1,CL4,NL,149,571,92,136,26,7,4,70,40,,63,54,,4,,, +mccarto01,1892,1,BSN,NL,152,603,119,146,19,5,4,63,53,,93,29,,4,,, +mccorji02,1892,1,SLN,NL,3,11,0,0,0,0,0,0,0,,1,5,,0,,, +mcfaral01,1892,1,LS3,NL,14,42,2,7,0,0,0,1,1,,8,11,,0,,, +mcgilwi01,1892,1,CIN,NL,3,7,1,2,0,0,0,1,1,,0,3,,0,,, +mcgrajo01,1892,1,BLN,NL,79,286,41,77,13,2,1,26,15,,32,21,,6,,, +mcgrima01,1892,1,SLN,NL,1,3,0,0,0,0,0,0,0,,0,1,,0,,, +mcguide01,1892,1,WAS,NL,97,315,46,73,14,4,4,43,7,,61,49,,2,,, +mckeaed01,1892,1,CL4,NL,129,531,76,139,14,10,0,93,19,,49,29,,1,,, +mcmahja01,1892,1,NY1,NL,40,147,21,33,5,7,1,24,3,,10,9,,1,,, +mcmahsa01,1892,1,BLN,NL,49,177,12,25,1,2,0,18,0,,7,31,,2,,, +mcphebi01,1892,1,CIN,NL,144,573,111,157,19,12,4,60,44,,84,48,,7,,, +meakige01,1892,1,CHN,NL,1,5,1,2,0,0,0,2,0,,0,0,,0,,, +meakige01,1892,2,CIN,NL,3,5,0,0,0,0,0,0,0,,0,0,,0,,, +meekijo01,1892,1,LS3,NL,20,64,7,5,1,0,0,3,1,,6,9,,0,,, +meekijo01,1892,2,WAS,NL,14,45,7,6,0,0,2,7,0,,3,12,,0,,, +menefjo01,1892,1,PIT,NL,2,3,0,0,0,0,0,0,0,,0,0,,0,,, +merribi01,1892,1,LS3,NL,46,168,22,33,4,2,1,13,3,,11,15,,0,,, +milledo01,1892,1,PIT,NL,149,623,103,158,15,12,2,59,28,,69,14,,7,,, +milleko01,1892,1,WAS,NL,1,3,0,0,0,0,0,0,0,,0,1,,0,,, +milleko01,1892,2,SLN,NL,1,4,0,0,0,0,0,0,0,,0,0,,0,,, +millijo01,1892,1,WAS,NL,88,323,40,89,20,9,4,43,2,,26,24,,3,,, +moranbi01,1892,1,SLN,NL,24,81,2,11,1,0,0,5,0,,2,12,,0,,, +morelha01,1892,1,PHI,NL,1,3,0,0,0,0,0,0,0,,1,0,,0,,, +moriage01,1892,1,SLN,NL,47,177,20,31,4,1,3,19,7,,4,37,,3,,, +mullato01,1892,1,CIN,NL,39,118,14,20,3,1,0,9,4,,9,8,,3,,, +mulvejo01,1892,1,PHI,NL,25,98,9,14,1,1,0,4,2,,6,9,,1,,, +murphda01,1892,1,NY1,NL,8,26,2,3,0,0,0,0,0,,5,4,,0,,, +murphmo01,1892,1,CIN,NL,74,234,29,46,8,2,2,24,4,,25,57,,1,,, +nashbi01,1892,1,BSN,NL,135,526,94,137,25,5,4,95,31,,59,42,,3,,, +newmach01,1892,1,NY1,NL,3,12,1,4,0,0,0,1,3,,2,0,,0,,, +newmach01,1892,2,CHN,NL,16,61,4,10,0,0,0,2,2,,1,6,,0,,, +nichoki01,1892,1,BSN,NL,57,197,21,40,6,2,2,21,3,,16,52,,0,,, +obrieda01,1892,1,BRO,NL,122,490,72,119,14,5,1,56,57,,29,52,,3,,, +oconnja01,1892,1,CL4,NL,140,572,71,142,22,5,1,58,17,,25,48,,2,,, +ohageha01,1892,1,WAS,NL,1,4,1,1,0,0,0,0,0,,0,2,,0,,, +oneilti01,1892,1,CIN,NL,109,419,63,105,14,6,2,52,14,,53,25,,3,,, +orourji01,1892,1,NY1,NL,115,448,62,136,28,5,0,56,16,,30,30,,5,,, +orourti01,1892,1,BLN,NL,63,239,40,74,8,4,0,35,12,,24,19,,0,,, +parroji01,1892,1,CHN,NL,78,333,38,67,8,5,2,22,7,,8,30,,1,,, +peitzhe01,1892,1,SLN,NL,1,3,0,0,0,0,0,0,0,,0,0,,0,,, +pfefffr01,1892,1,LS3,NL,124,470,78,121,14,9,2,76,27,,67,36,,2,,, +pickejo01,1892,1,BLN,NL,36,141,13,30,2,3,1,12,2,,7,10,,2,,, +pinknge01,1892,1,SLN,NL,78,290,31,50,3,2,0,25,4,,36,26,,2,,, +pottsda01,1892,1,WAS,NL,1,4,0,1,0,0,0,0,0,,0,1,,0,,, +quinnjo02,1892,1,BSN,NL,143,532,63,116,14,1,1,59,17,,35,40,,7,,, +radfopa01,1892,1,WAS,NL,137,510,93,130,19,4,1,37,35,,86,47,,3,,, +raymoha01,1892,1,PIT,NL,12,49,4,4,0,1,0,2,1,,4,8,,0,,, +raymoha01,1892,2,WAS,NL,4,15,2,1,0,0,0,0,1,,3,2,,0,,, +reillch02,1892,1,PHI,NL,91,331,42,65,7,3,1,24,13,,18,43,,2,,, +rettgge01,1892,1,CL4,NL,6,15,0,2,0,0,0,0,0,,3,3,,0,,, +rettgge01,1892,2,CIN,NL,2,8,1,1,1,0,0,3,0,,1,1,,0,,, +rhinebi01,1892,1,CIN,NL,12,27,2,5,0,1,1,4,0,,3,8,,0,,, +richada01,1892,1,WAS,NL,142,551,48,132,13,4,3,58,25,,25,45,,1,,, +richaha01,1892,1,WAS,NL,10,37,2,4,0,0,0,0,2,,5,3,,0,,, +richaha01,1892,2,NY1,NL,64,248,36,53,11,5,2,34,14,,21,26,,1,,, +roatfr01,1892,1,CHN,NL,8,31,4,6,0,1,0,2,2,,2,3,,0,,, +robinwi01,1892,1,BLN,NL,90,330,36,88,14,4,2,57,5,,15,35,,2,,, +robinya01,1892,1,WAS,NL,67,218,26,39,4,3,0,19,11,,38,29,,0,,, +rusieam01,1892,1,NY1,NL,70,256,19,55,7,4,1,26,4,,3,29,,0,,, +ryanji01,1892,1,CHN,NL,128,505,105,148,21,11,10,65,27,,61,41,,5,,, +sandebe01,1892,1,LS3,NL,54,198,30,54,12,2,3,18,6,,16,17,,1,,, +schmicr01,1892,1,BLN,NL,7,19,1,2,0,0,0,0,1,,3,5,,0,,, +schripo01,1892,1,CHN,NL,92,326,40,73,10,6,1,34,4,,27,25,,7,,, +seeryem01,1892,1,LS3,NL,42,154,18,31,6,1,0,15,6,,24,19,,0,,, +shannfr01,1892,1,WAS,NL,1,4,0,1,0,0,0,2,0,,0,2,,0,,, +sharrja01,1892,1,NY1,NL,4,8,1,1,0,0,0,0,0,,0,1,,0,,, +shindbi01,1892,1,BLN,NL,143,619,100,156,20,18,3,50,24,,35,34,,8,,, +shochge01,1892,1,BLN,NL,76,308,42,85,15,3,1,50,14,,24,19,,6,,, +shugafr01,1892,1,PIT,NL,137,554,94,148,19,14,0,62,28,,47,48,,4,,, +smithel01,1892,1,PIT,NL,138,511,86,140,16,14,4,63,22,,82,43,,1,,, +smithge01,1892,1,CIN,NL,139,506,58,123,13,6,8,63,19,,42,52,,0,,, +staleha01,1892,1,BSN,NL,38,122,9,16,2,0,1,9,2,,9,38,,0,,, +steined01,1892,1,BRO,NL,48,144,18,31,2,1,0,8,0,,17,33,,0,,, +stenzja01,1892,1,PIT,NL,3,9,0,0,0,0,0,0,1,,1,3,,0,,, +stephbe01,1892,1,BLN,NL,5,13,2,0,0,0,0,0,0,,2,7,,0,,, +stephbe01,1892,2,CIN,NL,1,2,0,0,0,0,0,0,0,,0,2,,0,,, +stephdu01,1892,1,PHI,NL,8,37,4,10,3,0,0,5,0,,0,2,,1,,, +stiveja01,1892,1,BSN,NL,71,240,40,71,14,2,3,36,8,,27,28,,1,,, +stoveha01,1892,1,BSN,NL,38,146,21,24,8,1,0,12,20,,14,19,,3,,, +stoveha01,1892,2,BLN,NL,74,283,58,77,14,11,4,55,20,,40,32,,1,,, +stratsc01,1892,1,LS3,NL,63,219,22,56,2,9,0,23,9,,17,21,,3,,, +striccu01,1892,1,SLN,NL,28,98,12,20,1,0,0,11,5,,10,7,,3,,, +striccu01,1892,2,BLN,NL,75,269,45,71,5,5,3,37,13,,32,18,,1,,, +sullimi02,1892,1,CIN,NL,21,74,5,13,1,1,0,5,0,,0,17,,1,,, +sutclsy01,1892,1,BLN,NL,66,276,41,77,10,7,1,27,12,,14,15,,1,,, +swarted01,1892,1,PIT,NL,13,42,8,10,1,0,0,4,1,,13,11,,0,,, +tayloha01,1892,1,LS3,NL,125,493,66,128,7,1,0,34,24,,58,23,,4,,, +tayloja01,1892,1,PHI,NL,3,12,1,2,0,0,0,0,0,,1,0,,0,,, +tebeapa01,1892,1,CL4,NL,86,340,47,83,13,3,2,49,6,,23,34,,8,,, +terryad01,1892,1,BLN,NL,1,4,0,0,0,0,0,0,0,,0,1,,0,,, +terryad01,1892,2,PIT,NL,31,100,10,16,0,4,2,11,2,,10,11,,0,,, +thompsa01,1892,1,PHI,NL,153,609,109,186,28,11,9,104,28,,59,19,,11,,, +thompwi01,1892,1,PIT,NL,1,0,0,0,0,0,0,0,0,,1,0,,0,,, +thornjo01,1892,1,PHI,NL,5,13,1,5,0,0,0,2,0,,0,0,,0,,, +thornjo01,1892,2,SLN,NL,1,3,0,0,0,0,0,0,0,,0,2,,0,,, +tiernmi01,1892,1,NY1,NL,116,450,79,130,16,10,5,66,20,,57,46,,2,,, +tucketo01,1892,1,BSN,NL,149,542,85,153,15,7,1,62,22,,45,35,,26,,, +twitcla01,1892,1,WAS,NL,51,192,20,42,9,5,0,20,8,,11,31,,4,,, +ulricge01,1892,1,WAS,NL,6,24,1,7,1,0,0,0,2,,0,4,,0,,, +vandybi01,1892,1,SLN,NL,4,16,2,2,0,0,0,1,0,,0,1,,0,,, +vanhage01,1892,1,BLN,NL,135,556,105,168,20,12,7,57,49,,70,34,,2,,, +vanhage01,1892,2,PIT,NL,13,55,10,11,2,2,0,5,6,,6,0,,0,,, +vaughfa01,1892,1,CIN,NL,91,346,45,88,10,5,2,50,10,,16,13,,4,,, +viaule01,1892,1,CL4,NL,1,0,0,0,0,0,0,0,0,,0,0,,0,,, +viaule01,1892,2,LS3,NL,21,66,5,13,2,0,0,5,2,,7,16,,1,,, +viaule01,1892,3,BSN,NL,1,3,0,0,0,0,0,0,0,,0,2,,0,,, +vicketo01,1892,1,BLN,NL,24,74,6,18,2,1,0,4,3,,5,16,,0,,, +virtuja01,1892,1,CL4,NL,147,557,98,157,15,20,2,89,14,,84,68,,4,,, +wardjo01,1892,1,BRO,NL,148,614,109,163,13,3,1,47,88,,82,19,,3,,, +wardpi01,1892,1,BLN,NL,56,186,28,54,6,5,1,33,10,,31,18,,4,,, +weavefa01,1892,1,LS3,NL,138,551,58,140,15,4,0,57,30,,40,17,,9,,, +welchcu01,1892,1,BLN,NL,63,237,42,56,1,3,1,22,14,,36,9,,11,,, +welchcu01,1892,2,CIN,NL,25,94,14,19,0,2,1,7,7,,7,8,,6,,, +welchmi01,1892,1,NY1,NL,1,3,0,1,0,0,0,0,0,,0,1,,0,,, +werdepe01,1892,1,SLN,NL,149,598,73,154,22,6,8,84,20,,59,52,,4,,, +weyhigu01,1892,1,PHI,NL,66,214,14,29,5,0,0,13,2,,11,67,,0,,, +whistle01,1892,1,BLN,NL,52,209,32,47,6,6,2,21,12,,18,22,,3,,, +whistle01,1892,2,LS3,NL,80,285,42,67,4,7,5,34,14,,30,45,,2,,, +willito01,1892,1,CL4,NL,3,10,1,1,0,0,0,0,0,,0,2,,0,,, +wilmowa01,1892,1,CHN,NL,92,380,47,82,7,7,2,35,31,,40,20,,4,,, +wolfji01,1892,1,SLN,NL,3,14,1,2,0,0,0,1,0,,0,1,,0,,, +woodcfr01,1892,1,PIT,NL,5,15,2,3,0,1,0,1,0,,1,3,,0,,, +woodge01,1892,1,BLN,NL,21,76,9,17,1,1,0,10,1,,10,8,,2,,, +woodge01,1892,2,CIN,NL,30,107,10,21,2,4,0,14,4,,10,17,,1,,, +youngcy01,1892,1,CL4,NL,53,196,14,31,5,0,1,15,3,,7,35,,1,,, +youngjb01,1892,1,SLN,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,,, +zimmech01,1892,1,CL4,NL,111,413,63,109,29,13,1,64,18,,32,47,,7,,, +abbeybe01,1893,1,CHN,NL,7,26,2,6,1,0,0,2,0,,2,3,,0,,, +abbeych01,1893,1,WAS,NL,31,116,11,30,1,4,0,12,9,,12,6,,1,,, +allenbo01,1893,1,PHI,NL,124,471,86,126,19,12,8,90,8,,71,40,,5,,, +allenpe01,1893,1,CL4,NL,1,4,0,0,0,0,0,0,0,,0,0,,0,,, +alvorbi01,1893,1,CL4,NL,3,12,2,2,0,0,0,2,0,,0,1,,0,,, +ansonca01,1893,1,CHN,NL,103,398,70,125,24,2,0,91,13,,68,12,,1,,, +bakerki01,1893,1,BLN,NL,19,57,9,17,1,1,0,6,1,,8,6,,0,,, +baldwma01,1893,1,PIT,NL,1,1,0,0,0,0,0,0,0,,0,1,,0,,, +baldwma01,1893,2,NY1,NL,45,134,12,17,4,2,0,9,2,,8,38,,0,,, +bannoji01,1893,1,SLN,NL,26,107,9,36,3,4,0,15,8,,4,5,,1,,, +becklja01,1893,1,PIT,NL,131,542,108,164,32,19,5,106,15,,54,26,,20,,, +bennech01,1893,1,BSN,NL,60,191,34,40,6,0,4,27,5,,40,36,,2,,, +bierblo01,1893,1,PIT,NL,128,528,84,150,19,11,4,94,11,,36,12,,4,,, +boydfr01,1893,1,CL4,NL,2,5,3,1,1,0,0,3,0,,1,0,,0,,, +boyleja01,1893,1,PHI,NL,116,504,105,144,29,9,4,81,22,,41,30,,10,,, +breitte01,1893,1,SLN,NL,49,160,20,29,1,1,1,14,3,,18,15,,1,,, +brodist01,1893,1,SLN,NL,107,469,71,149,16,8,2,79,41,,33,16,,11,,, +brodist01,1893,2,BLN,NL,25,97,18,35,7,2,0,19,8,,12,2,,3,,, +broutda01,1893,1,BRO,NL,77,282,57,95,21,11,2,59,9,,52,10,,6,,, +brownpe01,1893,1,LS3,NL,57,220,38,78,11,3,1,37,8,,44,15,,2,,, +brownst01,1893,1,BLN,NL,2,5,1,1,0,0,0,1,0,,0,1,,0,,, +brownto01,1893,1,LS3,NL,122,529,104,127,15,7,5,54,66,,56,63,,5,,, +brownwi01,1893,1,BLN,NL,7,32,5,4,3,0,0,5,0,,1,3,,0,,, +brownwi01,1893,2,LS3,NL,111,461,80,140,23,7,1,85,9,,50,32,,1,,, +buckldi01,1893,1,SLN,NL,9,23,2,4,1,0,0,1,0,,0,0,,0,,, +burkeed01,1893,1,NY1,NL,135,537,122,150,23,10,9,80,54,,51,32,,25,,, +burkeje01,1893,1,CL4,NL,125,511,145,178,25,15,6,82,39,,98,23,,7,,, +burnsoy01,1893,1,BRO,NL,109,415,68,112,22,8,7,60,14,,36,16,,4,,, +cample01,1893,1,CHN,NL,38,156,37,41,7,7,2,17,30,,19,19,,1,,, +canavji01,1893,1,CIN,NL,121,461,65,104,13,7,5,64,31,,51,20,,2,,, +carrocl01,1893,1,BSN,NL,120,438,80,98,7,5,2,54,29,,88,28,,5,,, +carseki01,1893,1,PHI,NL,39,145,12,27,1,1,0,10,2,,5,14,,3,,, +carutbo01,1893,1,CHN,NL,1,3,0,0,0,0,0,0,0,,1,0,,0,,, +carutbo01,1893,2,CIN,NL,13,48,14,14,2,0,1,8,4,,15,2,,1,,, +chambel01,1893,1,CIN,NL,34,97,9,19,4,1,0,10,3,,5,10,,2,,, +childcu01,1893,1,CL4,NL,124,485,145,158,19,10,3,65,23,,120,12,,4,,, +clarkbo01,1893,1,LS3,NL,12,28,3,3,1,0,0,3,0,,5,5,,0,,, +clarkbo02,1893,1,BLN,NL,49,183,23,32,1,3,1,24,2,,19,14,,6,,, +clarkda02,1893,1,SLN,NL,25,75,8,10,1,0,0,5,0,,9,16,,0,,, +clarkjo01,1893,1,CL4,NL,37,131,18,27,6,2,1,17,2,,4,20,,0,,, +clausfr01,1893,1,LS3,NL,5,14,2,3,0,0,0,2,0,,0,1,,0,,, +clausfr01,1893,2,CHN,NL,10,33,2,4,0,0,0,0,0,,2,1,,0,,, +clemeja01,1893,1,PHI,NL,94,376,64,107,20,3,17,80,3,,39,29,,5,,, +colcoto01,1893,1,PIT,NL,8,14,3,2,0,0,0,1,0,,5,2,,0,,, +comisch01,1893,1,CIN,NL,64,259,38,57,12,1,0,26,9,,11,2,,2,,, +connoro01,1893,1,NY1,NL,135,511,111,156,25,8,11,105,24,,91,26,,3,,, +cooledu01,1893,1,SLN,NL,29,107,20,37,2,3,0,21,8,,8,9,,0,,, +corcoto01,1893,1,BRO,NL,115,459,61,126,11,10,2,58,14,,27,12,,2,,, +coylebi01,1893,1,BSN,NL,2,4,0,0,0,0,0,0,0,,0,1,,0,,, +craneed01,1893,1,NY1,NL,12,26,8,12,1,0,0,3,0,,7,0,,0,,, +craneed01,1893,2,BRO,NL,3,5,1,2,1,0,0,0,0,,0,0,,0,,, +crookja01,1893,1,SLN,NL,128,448,93,106,10,9,1,48,31,,121,37,,9,,, +crossla01,1893,1,PHI,NL,96,415,81,124,17,6,4,78,18,,26,7,,1,,, +crossle01,1893,1,CIN,NL,3,6,1,2,0,0,0,0,0,,2,1,,0,,, +cuppyni01,1893,1,CL4,NL,32,109,14,27,6,2,0,14,1,,8,15,,0,,, +dahlebi01,1893,1,CHN,NL,116,485,113,146,28,15,5,64,31,,58,30,,5,,, +dailyco01,1893,1,BRO,NL,61,215,33,57,4,2,1,32,13,,20,12,,5,,, +dalyto01,1893,1,BRO,NL,126,470,94,136,21,14,8,70,32,,76,65,,0,,, +darbyge01,1893,1,CIN,NL,4,10,1,3,0,0,0,1,0,,1,0,,0,,, +daubda01,1893,1,BRO,NL,12,42,6,8,0,0,0,4,2,,4,7,,0,,, +daviege01,1893,1,CL4,NL,3,6,1,2,0,0,0,1,0,,0,1,,0,,, +daviege01,1893,2,NY1,NL,5,12,4,4,1,0,0,0,0,,5,5,,0,,, +davisge01,1893,1,NY1,NL,133,549,112,195,22,27,11,119,37,,42,20,,9,,, +deckege01,1893,1,CHN,NL,81,328,57,89,9,8,2,48,22,,24,22,,2,,, +delahed01,1893,1,PHI,NL,132,595,145,219,35,18,19,146,37,,47,20,,10,,, +dennyje01,1893,1,LS3,NL,44,175,22,43,5,4,1,22,4,,9,15,,0,,, +dolanjo01,1893,1,SLN,NL,3,7,1,1,0,0,1,3,0,,0,1,,0,,, +donahre01,1893,1,NY1,NL,2,2,0,0,0,0,0,0,0,,0,1,,0,,, +donnefr01,1893,1,CHN,NL,7,18,4,8,1,2,0,3,0,,2,2,,0,,, +donovpa01,1893,1,PIT,NL,113,499,114,158,5,8,2,56,46,,42,8,,3,,, +dowdto01,1893,1,SLN,NL,132,581,114,164,18,7,1,54,59,,49,23,,2,,, +doyleja01,1893,1,NY1,NL,82,318,56,102,17,5,1,51,40,,27,12,,5,,, +duffech01,1893,1,CIN,NL,4,12,3,2,1,0,0,0,0,,5,0,,0,,, +duffyhu01,1893,1,BSN,NL,131,560,147,203,23,7,6,118,44,,50,13,,1,,, +dungasa01,1893,1,CHN,NL,107,465,86,138,23,7,2,64,11,,29,8,,9,,, +duryeje01,1893,1,WAS,NL,17,47,6,13,4,0,0,6,0,,3,9,,1,,, +dwyerfr01,1893,1,CIN,NL,38,120,22,24,1,2,1,17,2,,9,5,,0,,, +eaganbi01,1893,1,CHN,NL,6,19,3,5,0,0,0,2,4,,5,5,,0,,, +earlebi01,1893,1,PIT,NL,27,95,21,24,4,4,2,15,1,,7,6,,0,,, +ehretre01,1893,1,PIT,NL,40,136,16,24,3,0,1,17,1,,10,18,,0,,, +elybo01,1893,1,SLN,NL,44,178,25,45,1,6,0,16,2,,17,13,,0,,, +esperdu01,1893,1,WAS,NL,42,143,15,41,6,3,0,24,0,,14,12,,1,,, +ewingbu01,1893,1,CL4,NL,116,500,117,172,28,15,6,122,47,,41,18,,0,,, +farredu01,1893,1,WAS,NL,124,511,84,144,13,13,4,75,11,,47,12,,5,,, +fishech04,1893,1,CL4,NL,2,8,0,2,0,0,0,0,0,,0,0,,0,,, +foremfr01,1893,1,NY1,NL,2,3,0,0,0,0,0,0,0,,0,0,,0,,, +foutzda01,1893,1,BRO,NL,130,557,91,137,20,10,7,67,39,,32,34,,0,,, +frankch01,1893,1,SLN,NL,40,164,29,55,6,3,1,17,8,,18,8,,2,,, +fullesh01,1893,1,NY1,NL,130,474,78,112,14,8,0,51,26,,60,21,,2,,, +ganzech01,1893,1,BSN,NL,73,281,50,75,10,2,1,48,6,,22,9,,2,,, +garryji01,1893,1,BSN,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,,, +gastrha01,1893,1,PIT,NL,9,24,2,1,0,0,0,0,0,,2,2,,0,,, +gastrha01,1893,2,BSN,NL,20,68,11,13,3,0,0,10,0,,6,5,,0,,, +germale01,1893,1,NY1,NL,22,74,10,23,0,1,0,15,1,,5,1,,0,,, +gilksbo01,1893,1,BLN,NL,16,64,10,17,2,0,0,7,3,,0,3,,1,,, +gillesa01,1893,1,PIT,NL,3,6,0,0,0,0,0,0,0,,0,1,,0,,, +gilmaji01,1893,1,CL4,NL,2,7,1,2,0,0,0,1,0,,0,2,,0,,, +glassja01,1893,1,SLN,NL,48,195,32,56,8,1,1,26,20,,25,3,,5,,, +glassja01,1893,2,PIT,NL,66,293,49,100,7,11,1,74,16,,17,4,,4,,, +gleaski01,1893,1,SLN,NL,59,199,25,51,6,4,0,20,2,,19,8,,2,,, +glenabo01,1893,1,CHN,NL,16,61,11,21,3,1,0,12,7,,7,3,,0,,, +goodebi01,1893,1,SLN,NL,10,31,4,5,1,0,0,2,2,,3,4,,3,,, +graffjo01,1893,1,WAS,NL,2,5,0,1,0,0,0,0,0,,0,1,,0,,, +grayji01,1893,1,PIT,NL,2,9,0,4,1,0,0,2,0,,0,1,,0,,, +griffcl01,1893,1,CHN,NL,4,11,1,2,0,0,0,2,0,,0,1,,0,,, +griffmi01,1893,1,BRO,NL,95,362,85,103,21,7,6,59,30,,59,23,,8,,, +griffsa01,1893,1,SLN,NL,23,92,9,18,1,1,0,9,2,,16,2,,0,,, +grimjo01,1893,1,LS3,NL,99,415,68,111,19,8,3,54,15,,12,10,,9,,, +gumbead01,1893,1,PIT,NL,29,95,17,21,3,3,0,10,0,,10,16,,0,,, +gumbebi01,1893,1,LS3,NL,1,1,0,1,1,0,0,2,0,,0,0,,0,,, +gunsojo01,1893,1,SLN,NL,40,151,20,41,5,0,0,15,0,,6,6,,5,,, +gunsojo01,1893,2,CL4,NL,21,73,11,19,1,0,0,9,0,,6,0,,0,,, +haddoge01,1893,1,BRO,NL,29,85,21,24,1,2,1,7,2,,8,15,,0,,, +hallmbi01,1893,1,PHI,NL,132,596,119,183,28,7,5,76,22,,51,27,,5,,, +hamilbi01,1893,1,PHI,NL,82,355,110,135,22,7,5,44,43,,63,7,,13,,, +harrije01,1893,1,LS3,NL,10,36,4,4,1,0,0,6,0,,3,9,,0,,, +hastich01,1893,1,CL4,NL,16,39,6,7,0,2,0,1,1,,8,12,,0,,, +hatfigi01,1893,1,BRO,NL,34,120,24,35,3,3,2,19,9,,17,5,,2,,, +hawkebi01,1893,1,SLN,NL,1,3,0,1,0,0,0,1,0,,0,0,,0,,, +hawkebi01,1893,2,BLN,NL,29,93,8,16,2,0,1,9,0,,7,20,,0,,, +hawlepi01,1893,1,SLN,NL,31,91,10,26,7,3,0,17,1,,11,16,,1,,, +hemmige01,1893,1,LS3,NL,45,158,17,32,5,2,0,19,0,,12,20,,0,,, +henryge01,1893,1,CIN,NL,21,83,11,23,3,0,0,13,2,,11,12,,2,,, +hollibu01,1893,1,CIN,NL,126,500,108,155,24,10,5,89,32,,73,22,,3,,, +howesh01,1893,1,NY1,NL,1,5,1,3,0,0,0,2,1,,0,0,,0,,, +hoydu01,1893,1,WAS,NL,130,564,106,138,12,6,0,45,48,,66,9,,13,,, +hugheji01,1893,1,CHN,NL,2,2,1,0,0,0,0,0,0,,1,1,,1,,, +hutchbi01,1893,1,CHN,NL,46,162,14,41,7,3,0,25,2,,7,20,,0,,, +irwinch01,1893,1,CHN,NL,21,82,14,25,6,2,0,13,4,,10,1,,2,,, +jennihu01,1893,1,LS3,NL,23,88,6,12,3,0,0,9,0,,3,3,,1,,, +jennihu01,1893,2,BLN,NL,16,55,6,14,0,0,1,6,0,,4,3,,3,,, +johnsab01,1893,1,CHN,NL,1,0,0,0,0,0,0,0,0,,0,0,,0,,, +jonesbu01,1893,1,CIN,NL,6,16,3,4,1,1,0,0,1,,1,2,,0,,, +jonesbu01,1893,2,NY1,NL,1,0,0,0,0,0,0,0,0,,1,0,,0,,, +keefeti01,1893,1,PHI,NL,22,79,10,18,4,0,0,6,1,,9,24,,0,,, +keelewi01,1893,1,NY1,NL,7,24,5,8,2,1,1,7,3,,5,1,,0,,, +keelewi01,1893,2,BRO,NL,20,80,14,25,1,1,1,9,2,,4,4,,1,,, +kellejo01,1893,1,BLN,NL,125,502,120,153,27,16,9,76,33,,77,44,,4,,, +kellyki01,1893,1,NY1,NL,20,67,9,18,1,0,0,15,3,,6,5,,0,,, +kennebr01,1893,1,BRO,NL,46,157,25,39,6,2,0,16,4,,8,4,,0,,, +killefr01,1893,1,PIT,NL,55,171,35,47,6,6,4,30,1,,22,28,,0,,, +kilroma01,1893,1,LS3,NL,5,16,4,7,3,0,0,3,0,,1,3,,0,,, +kingsi01,1893,1,NY1,NL,7,17,8,3,0,0,0,3,0,,7,2,,0,,, +kingsi01,1893,2,CIN,NL,17,37,5,6,1,1,0,1,0,,8,14,,0,,, +kinsl01,1893,1,NY1,NL,1,3,1,0,0,0,0,0,0,,1,1,,0,,, +kinslto01,1893,1,BRO,NL,78,312,38,76,8,4,4,45,4,,11,13,,1,,, +kittrma01,1893,1,CHN,NL,70,255,32,59,9,5,2,30,3,,17,15,,0,,, +lachaca01,1893,1,BRO,NL,11,35,1,6,1,0,0,6,0,,2,12,,1,,, +langebi01,1893,1,CHN,NL,117,469,92,132,8,7,8,88,47,,52,20,,4,,, +larkihe01,1893,1,WAS,NL,81,319,54,101,20,3,4,73,1,,50,5,,8,,, +lathaar01,1893,1,CIN,NL,127,531,101,150,18,6,2,49,57,,62,20,,10,,, +longhe01,1893,1,BSN,NL,128,552,149,159,22,6,6,58,38,,73,32,,5,,, +longji01,1893,1,BLN,NL,55,226,31,48,8,1,2,25,23,,16,27,,4,,, +lovetto01,1893,1,BRO,NL,18,50,8,9,1,0,0,5,0,,3,3,,0,,, +lowebo01,1893,1,BSN,NL,126,526,130,157,19,5,14,89,22,,55,29,,4,,, +lucidco01,1893,1,LS3,NL,2,3,1,1,0,0,0,0,0,,0,1,,0,,, +lynchhe01,1893,1,CHN,NL,4,14,0,3,2,0,0,2,0,,1,1,,0,,, +lyonsde01,1893,1,PIT,NL,131,490,103,150,19,16,3,105,19,,97,29,,9,,, +lyonsha01,1893,1,NY1,NL,47,187,27,51,5,2,0,21,10,,14,6,,0,,, +mackco01,1893,1,PIT,NL,37,133,22,38,3,1,0,15,4,,10,9,,5,,, +mauckha01,1893,1,CHN,NL,23,61,2,9,0,0,0,4,0,,3,9,,0,,, +maulal01,1893,1,WAS,NL,44,134,10,34,8,4,0,12,1,,33,14,,1,,, +mcaleji01,1893,1,CL4,NL,91,350,63,83,5,1,2,41,32,,35,21,,4,,, +mccarja01,1893,1,CIN,NL,49,195,28,55,8,3,0,22,6,,22,7,,0,,, +mccarto01,1893,1,BSN,NL,116,462,107,160,28,6,5,111,46,,64,10,,3,,, +mccaupa01,1893,1,SLN,NL,5,16,0,1,0,0,0,0,0,,0,1,,0,,, +mcfared01,1893,1,CL4,NL,8,22,5,9,2,1,0,6,0,,1,2,,1,,, +mcgarch01,1893,1,CL4,NL,63,249,38,77,12,0,0,28,24,,20,15,,1,,, +mcgilwi01,1893,1,CHN,NL,40,124,18,29,4,0,0,13,5,,20,13,,1,,, +mcgingu01,1893,1,CHN,NL,13,25,8,6,0,0,0,7,0,,9,2,,0,,, +mcgingu01,1893,2,PHI,NL,5,15,1,3,1,0,0,1,0,,0,2,,0,,, +mcgrajo01,1893,1,BLN,NL,127,480,123,154,9,10,5,64,38,,101,11,,16,,, +mcguide01,1893,1,WAS,NL,63,237,29,61,14,3,1,26,3,,26,12,,3,,, +mckeaed01,1893,1,CL4,NL,125,545,103,169,29,24,4,133,16,,50,14,,4,,, +mcmahja01,1893,1,NY1,NL,11,30,5,10,2,1,0,4,0,,2,0,,0,,, +mcmahsa01,1893,1,BLN,NL,43,148,13,36,3,0,0,22,1,,5,11,,2,,, +mcnabed01,1893,1,BLN,NL,21,67,11,13,1,1,0,8,1,,4,9,,2,,, +mcphebi01,1893,1,CIN,NL,127,491,101,138,17,11,3,68,25,,94,20,,4,,, +meekijo01,1893,1,WAS,NL,33,113,15,29,3,2,3,20,0,,4,11,,0,,, +menefjo01,1893,1,LS3,NL,22,73,10,20,2,1,0,12,2,,13,5,,1,,, +merribi01,1893,1,BSN,NL,39,141,30,49,6,3,3,26,3,,13,13,,0,,, +milledo01,1893,1,PIT,NL,41,154,23,28,6,1,0,17,3,,17,8,,5,,, +millijo01,1893,1,BLN,NL,24,102,19,25,5,2,1,19,2,,5,7,,2,,, +millijo01,1893,2,NY1,NL,42,147,16,34,5,6,1,25,2,,14,14,,1,,, +motzfr01,1893,1,CIN,NL,43,156,16,40,7,1,2,25,3,,19,10,,4,,, +mullato01,1893,1,CIN,NL,16,52,11,15,0,0,1,6,1,,5,3,,3,,, +mullato01,1893,2,BLN,NL,38,114,15,26,2,1,0,14,5,,5,14,,0,,, +mulvejo01,1893,1,WAS,NL,55,226,21,53,9,4,0,19,2,,7,8,,2,,, +murphco02,1893,1,CIN,NL,6,17,3,3,1,0,0,2,0,,1,2,,0,,, +murphmo01,1893,1,CIN,NL,57,200,25,47,5,1,1,19,1,,14,35,,3,,, +nashbi01,1893,1,BSN,NL,128,485,115,141,27,6,10,123,30,,85,29,,2,,, +nichoki01,1893,1,BSN,NL,53,177,25,39,3,2,2,26,4,,15,22,,1,,, +obriejo02,1893,1,CHN,NL,4,14,3,5,0,1,0,1,0,,2,2,,1,,, +oconnfr01,1893,1,PHI,NL,3,2,1,2,0,0,1,3,0,,0,0,,0,,, +oconnja01,1893,1,CL4,NL,96,384,72,110,23,1,4,75,29,,29,12,,3,,, +oneilde01,1893,1,SLN,NL,7,25,3,3,0,0,0,2,3,,4,0,,0,,, +orourji01,1893,1,WAS,NL,129,547,75,157,22,5,2,95,15,,49,26,,8,,, +orourti01,1893,1,BLN,NL,31,135,22,49,4,1,0,19,5,,12,4,,2,,, +orourti01,1893,2,LS3,NL,92,352,80,99,8,4,0,53,22,,77,15,,8,,, +parkedo01,1893,1,CHN,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,,, +parroji01,1893,1,CHN,NL,113,468,55,113,10,9,1,65,25,,14,27,,1,,, +parroto01,1893,1,CHN,NL,4,14,3,5,1,0,0,3,0,,0,0,,0,,, +parroto01,1893,2,CIN,NL,24,68,5,13,1,1,1,9,0,,1,9,,0,,, +pearsfr01,1893,1,SLN,NL,1,2,0,0,0,0,0,0,0,,0,0,,0,,, +peitzhe01,1893,1,SLN,NL,96,362,53,92,12,9,1,45,12,,54,20,,1,,, +pettych01,1893,1,NY1,NL,9,22,5,7,0,0,1,4,0,,4,6,,1,,, +pfefffr01,1893,1,LS3,NL,125,508,85,129,29,12,3,75,32,,51,18,,0,,, +pinknge01,1893,1,LS3,NL,118,446,64,105,12,6,1,62,12,,50,8,,8,,, +quarlbi01,1893,1,BSN,NL,3,9,0,2,0,0,0,0,0,,1,2,,1,,, +quinnjo02,1893,1,SLN,NL,135,547,68,126,18,6,0,71,24,,33,7,,4,,, +radfopa01,1893,1,WAS,NL,124,464,87,106,18,3,2,34,32,,104,42,,8,,, +reillch02,1893,1,PHI,NL,104,416,64,102,16,7,4,56,13,,33,36,,9,,, +reitzhe01,1893,1,BLN,NL,130,490,90,140,17,13,1,76,24,,65,32,,7,,, +rhinebi01,1893,1,LS3,NL,5,11,0,1,0,0,0,0,0,,0,0,,0,,, +rhodebi01,1893,1,LS3,NL,20,70,6,9,1,2,0,7,0,,8,26,,0,,, +richada01,1893,1,BRO,NL,54,206,36,46,6,2,0,27,7,,13,18,,3,,, +robinwi01,1893,1,BLN,NL,95,359,49,120,21,3,3,57,17,,26,22,,2,,, +rusieam01,1893,1,NY1,NL,56,212,32,57,3,4,3,27,0,,3,19,,1,,, +ryanji01,1893,1,CHN,NL,83,341,82,102,21,7,3,30,8,,59,25,,3,,, +scheija01,1893,1,CL4,NL,2,7,0,1,0,0,0,1,0,,1,2,,0,,, +schmicr01,1893,1,BLN,NL,9,21,4,5,1,0,0,2,0,,2,6,,0,,, +schmicr01,1893,2,NY1,NL,4,9,2,4,0,0,0,0,0,,0,1,,2,,, +schripo01,1893,1,CHN,NL,64,229,49,65,8,3,4,34,4,,14,9,,4,,, +sharrge01,1893,1,BRO,NL,13,39,4,9,1,0,1,4,0,,1,4,,1,,, +sharrja01,1893,1,PHI,NL,50,152,25,38,4,3,1,22,6,,8,14,,0,,, +shawsa01,1893,1,CHN,NL,2,7,1,2,0,0,0,1,0,,0,2,,0,,, +shindbi01,1893,1,BLN,NL,125,521,100,136,22,11,1,75,17,,66,17,,8,,, +shochge01,1893,1,BRO,NL,94,327,53,86,17,1,2,54,9,,48,13,,5,,, +shugafr01,1893,1,PIT,NL,52,210,37,55,7,3,1,32,12,,19,15,,3,,, +shugafr01,1893,2,SLN,NL,59,246,41,69,10,4,0,28,13,,22,10,,6,,, +sigsbse01,1893,1,NY1,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,,, +smithel01,1893,1,PIT,NL,128,518,121,179,26,23,7,103,26,,77,23,,5,,, +smithge01,1893,1,CIN,NL,130,500,63,118,18,6,4,56,14,,38,20,,2,,, +smithju01,1893,1,CIN,NL,17,43,7,10,1,0,1,5,1,,9,5,,0,,, +smithju01,1893,2,SLN,NL,4,13,1,1,0,0,0,0,0,,1,2,,1,,, +staffge01,1893,1,NY1,NL,67,281,58,79,7,4,5,27,19,,25,31,,2,,, +staffjo01,1893,1,CL4,NL,2,4,0,0,0,0,0,0,0,,0,0,,0,,, +staleha01,1893,1,BSN,NL,36,113,13,30,5,0,2,21,1,,10,17,,0,,, +steined01,1893,1,BRO,NL,37,118,12,25,1,0,0,14,1,,8,15,,1,,, +stenzja01,1893,1,PIT,NL,60,224,57,81,13,4,4,37,16,,24,17,,0,,, +stephbe01,1893,1,WAS,NL,9,29,0,3,0,0,0,0,0,,1,5,,0,,, +stiveja01,1893,1,BSN,NL,50,172,32,51,5,6,3,25,6,,12,14,,0,,, +stockot01,1893,1,WAS,NL,12,40,7,12,0,2,0,6,1,,2,2,,0,,, +stoveha01,1893,1,BLN,NL,8,26,4,4,2,0,0,5,1,,8,3,,0,,, +stoveha01,1893,2,BRO,NL,48,175,43,44,6,6,1,29,22,,44,11,,0,,, +stratsc01,1893,1,LS3,NL,61,221,34,50,8,5,0,16,6,,25,15,,1,,, +striccu01,1893,1,WAS,NL,59,218,28,39,7,1,0,20,4,,20,12,,0,,, +sugdejo01,1893,1,PIT,NL,27,92,20,24,4,3,0,12,1,,10,11,,1,,, +sullijo01,1893,1,WAS,NL,128,508,72,134,16,13,2,64,7,,36,24,,8,,, +sullimi02,1893,1,CIN,NL,27,79,7,16,2,0,1,7,2,,2,9,,0,,, +summeki01,1893,1,SLN,NL,2,1,1,0,0,0,0,0,0,,0,0,,1,,, +tayloha01,1893,1,BLN,NL,88,360,50,102,9,1,1,54,24,,32,11,,3,,, +tayloja01,1893,1,PHI,NL,31,93,11,20,5,1,0,18,1,,1,8,,1,,, +tebeapa01,1893,1,CL4,NL,116,486,90,160,32,8,2,102,19,,32,11,,4,,, +terryad01,1893,1,PIT,NL,26,71,9,18,4,3,0,11,1,,3,12,,1,,, +thompsa01,1893,1,PHI,NL,131,600,130,222,37,13,11,126,18,,50,17,,6,,, +tiernmi01,1893,1,NY1,NL,125,511,114,158,19,12,14,102,26,,72,24,,4,,, +treadge01,1893,1,BLN,NL,115,458,78,119,16,17,1,67,24,,58,50,,4,,, +tucketo01,1893,1,BSN,NL,121,486,83,138,13,2,7,91,8,,27,31,,20,,, +turnetu01,1893,1,PHI,NL,36,155,32,50,4,3,1,13,7,,9,19,,1,,, +twinear01,1893,1,SLN,NL,14,48,8,15,2,0,0,11,0,,1,2,,1,,, +twitcla01,1893,1,LS3,NL,45,187,37,58,11,3,2,31,7,,17,20,,3,,, +ulricge01,1893,1,CIN,NL,1,3,0,0,0,0,0,0,1,,0,0,,1,,, +vandybi01,1893,1,BSN,NL,3,12,2,3,1,0,0,1,1,,0,1,,0,,, +vanhage01,1893,1,PIT,NL,124,529,129,179,14,11,3,79,37,,75,25,,2,,, +vaughfa01,1893,1,CIN,NL,121,483,68,135,17,12,1,108,16,,35,17,,3,,, +vicketo01,1893,1,PHI,NL,15,35,1,11,1,0,0,4,0,,1,2,,2,,, +virtuja01,1893,1,CL4,NL,97,378,87,100,16,10,1,60,11,,54,14,,1,,, +wadswja01,1893,1,BLN,NL,3,7,0,3,0,0,0,0,0,,1,1,,0,,, +wardjo01,1893,1,NY1,NL,135,588,129,193,27,9,2,77,46,,47,5,,1,,, +wardpi01,1893,1,BLN,NL,11,49,11,12,1,3,0,5,4,,5,2,,1,,, +wardpi01,1893,2,CIN,NL,42,150,44,42,4,1,0,10,27,,37,10,,6,,, +weavefa01,1893,1,LS3,NL,106,439,79,128,17,7,2,49,17,,27,12,,11,,, +welchcu01,1893,1,LS3,NL,14,47,5,8,1,0,0,2,1,,16,4,,2,,, +werdepe01,1893,1,SLN,NL,125,500,73,138,22,29,1,94,11,,49,25,,7,,, +weyhigu01,1893,1,PHI,NL,43,147,14,22,3,0,0,11,1,,14,39,,0,,, +whistle01,1893,1,LS3,NL,13,47,5,10,1,1,0,9,1,,5,5,,1,,, +whistle01,1893,2,SLN,NL,10,38,5,9,1,0,0,2,0,,3,2,,0,,, +whitrbi01,1893,1,LS3,NL,8,21,5,6,0,1,0,4,1,,1,1,,1,,, +willito01,1893,1,CL4,NL,8,18,5,5,0,0,0,2,2,,4,4,,0,,, +wilmowa01,1893,1,CHN,NL,94,392,69,118,14,14,3,61,39,,40,8,,1,,, +wilsopa01,1893,1,NY1,NL,31,114,16,28,4,1,2,21,5,,7,9,,0,,, +wisesa01,1893,1,WAS,NL,122,521,102,162,27,17,5,77,20,,49,27,,4,,, +yostgu01,1893,1,CHN,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,,, +youngcy01,1893,1,CL4,NL,53,187,23,44,4,0,1,27,2,,4,15,,0,,, +zimmech01,1893,1,CL4,NL,57,227,27,70,13,7,2,41,4,,16,15,,1,,, +abbeybe01,1894,1,CHN,NL,11,39,3,5,0,0,0,4,1,,2,7,,0,2,, +abbeych01,1894,1,WAS,NL,129,523,95,164,26,18,7,101,31,,58,38,,7,1,, +allenbo01,1894,1,PHI,NL,41,154,27,40,10,4,0,19,4,,17,11,,1,3,, +anderjo01,1894,1,BRO,NL,17,63,14,19,1,3,1,19,7,,3,3,,0,1,, +anderva01,1894,1,WAS,NL,2,7,2,3,0,0,0,0,0,,0,2,,0,0,, +ansonca01,1894,1,CHN,NL,84,343,85,133,29,4,5,100,17,,41,15,,3,7,, +bakerki01,1894,1,BLN,NL,2,4,0,0,0,0,0,0,0,,0,1,,0,0,, +ballar01,1894,1,SLN,NL,1,3,0,1,0,0,0,0,0,,0,1,,0,0,, +bannoji01,1894,1,BSN,NL,128,494,130,166,29,10,13,114,47,,62,42,,4,6,, +becklja01,1894,1,PIT,NL,132,537,123,185,36,19,7,122,21,,43,16,,19,22,, +bierblo01,1894,1,PIT,NL,131,528,87,160,20,13,3,109,19,,26,10,,1,20,, +blakeha01,1894,1,CL4,NL,73,296,51,78,15,4,1,51,1,,30,22,,2,10,, +blankfr01,1894,1,CIN,NL,1,3,0,0,0,0,0,0,0,,0,2,,0,0,, +bonnefr01,1894,1,BLN,NL,33,118,27,38,10,2,0,24,12,,17,5,,1,2,, +boydja01,1894,1,WAS,NL,6,21,1,3,0,0,0,1,2,,1,4,,0,0,, +boyleja01,1894,1,PHI,NL,117,510,103,153,23,10,4,89,23,,46,27,,3,18,, +breitte01,1894,1,SLN,NL,63,182,27,40,7,2,0,13,3,,31,19,,2,9,, +brodist01,1894,1,BLN,NL,129,573,134,210,25,11,3,113,42,,18,8,,13,24,, +broutda01,1894,1,BLN,NL,123,525,137,182,39,23,9,128,38,,67,9,,5,18,, +brownpe01,1894,1,SLN,NL,2,7,1,1,0,0,0,0,0,,0,0,,0,0,, +brownpe01,1894,2,BRO,NL,1,2,1,2,0,0,0,2,0,,1,0,,0,0,, +brownst01,1894,1,BLN,NL,9,23,3,2,0,0,0,1,1,,0,5,,0,1,, +brownto01,1894,1,LS3,NL,130,541,123,137,22,14,9,57,66,,60,74,,3,14,, +brownwi01,1894,1,LS3,NL,13,48,5,10,2,0,0,9,1,,5,7,,0,2,, +brownwi01,1894,2,SLN,NL,3,9,0,1,0,0,0,0,0,,0,2,,0,3,, +buckldi01,1894,1,SLN,NL,29,89,5,16,1,2,1,3,1,,6,3,,1,7,, +buckldi01,1894,2,PHI,NL,43,160,18,47,7,3,1,26,0,,6,13,,2,11,, +burkeed01,1894,1,NY1,NL,138,574,124,176,23,11,4,77,36,,39,35,,10,10,, +burkeje01,1894,1,CL4,NL,125,523,138,187,27,14,8,94,28,,84,27,,1,10,, +burnsoy01,1894,1,BRO,NL,126,513,107,182,32,14,5,109,30,,44,18,,3,9,, +burrial01,1894,1,PHI,NL,1,4,0,2,0,0,0,0,0,,0,0,,0,0,, +callani01,1894,1,PHI,NL,9,21,4,5,0,0,0,0,0,,0,7,,0,0,, +campaco01,1894,1,WAS,NL,2,7,1,1,0,0,0,0,0,,1,4,,0,0,, +campki01,1894,1,CHN,NL,3,11,0,0,0,0,0,0,0,,0,1,,0,1,, +cample01,1894,1,CHN,NL,8,33,1,6,2,0,0,1,0,,1,6,,0,1,, +canavji01,1894,1,CIN,NL,103,364,81,100,16,10,13,74,13,,64,25,,0,6,, +carseki01,1894,1,PHI,NL,37,129,31,36,2,2,0,18,3,,17,12,,1,1,, +cartwed01,1894,1,WAS,NL,132,507,88,149,35,13,12,106,31,,57,43,,8,3,, +chambel01,1894,1,CIN,NL,23,70,10,22,7,1,1,7,2,,7,5,,0,3,, +childcu01,1894,1,CL4,NL,118,479,143,169,21,12,2,52,17,,107,11,,5,4,, +clarkbo02,1894,1,BLN,NL,28,100,18,24,8,0,1,19,2,,16,14,,3,3,, +clarkda01,1894,1,NY1,NL,16,37,4,8,2,1,0,3,1,,4,4,,0,0,, +clarkda02,1894,1,SLN,NL,33,88,11,16,0,1,0,7,1,,16,28,,1,0,, +clarkfr01,1894,1,LS3,NL,76,314,55,86,11,7,7,48,26,,26,27,,4,1,, +clarkjo01,1894,1,CL4,NL,22,55,8,11,0,0,1,7,1,,6,9,,0,4,, +clausfr01,1894,1,CHN,NL,2,1,0,0,0,0,0,0,0,,0,1,,0,0,, +clemeja01,1894,1,PHI,NL,48,171,26,60,6,5,3,36,6,,26,9,,8,3,, +colcoto01,1894,1,PIT,NL,23,70,10,14,2,2,0,6,1,,5,7,,1,1,, +comisch01,1894,1,CIN,NL,63,228,26,61,9,0,0,38,10,,5,5,,3,5,, +connafr01,1894,1,BSN,NL,46,171,42,59,9,2,2,33,3,,16,8,,2,1,, +connoro01,1894,1,NY1,NL,22,82,10,24,7,0,1,14,2,,8,0,,1,4,, +connoro01,1894,2,SLN,NL,99,380,83,122,28,25,7,79,17,,51,17,,6,2,, +cooledu01,1894,1,SLN,NL,54,206,35,61,3,1,1,21,7,,12,16,,0,6,, +corcoto01,1894,1,BRO,NL,129,576,123,173,21,20,5,92,33,,25,17,,0,10,, +cotehe01,1894,1,LS3,NL,10,31,7,9,2,2,0,3,2,,5,6,,0,0,, +crossla01,1894,1,PHI,NL,122,542,128,210,34,10,7,132,23,,31,7,,3,17,, +crossle01,1894,1,CIN,NL,9,26,3,6,1,1,0,4,0,,1,4,,0,0,, +crossmo01,1894,1,PIT,NL,13,43,14,19,1,5,2,13,6,,5,4,,2,3,, +cuppyni01,1894,1,CL4,NL,44,135,28,35,6,3,0,19,3,,15,27,,1,1,, +dahlebi01,1894,1,CHN,NL,122,507,150,182,32,14,15,108,43,,76,33,,3,10,, +dailyco01,1894,1,BRO,NL,67,234,40,60,14,7,0,32,8,,31,22,,3,6,, +dalyto01,1894,1,BRO,NL,124,496,135,168,22,10,8,82,51,,77,42,,5,4,, +daubda01,1894,1,BRO,NL,34,95,12,18,0,1,0,15,1,,7,14,,0,4,, +davisge01,1894,1,NY1,NL,124,486,125,171,27,19,9,93,42,,67,10,,4,9,, +deckege01,1894,1,CHN,NL,93,393,76,122,17,7,8,93,23,,24,20,,5,2,, +delahed01,1894,1,PHI,NL,116,494,148,200,39,19,4,133,22,,61,16,,7,5,, +delahto01,1894,1,PHI,NL,1,4,0,1,0,0,0,0,0,,0,1,,0,0,, +demonge01,1894,1,PIT,NL,2,8,0,2,0,0,0,0,0,,1,4,,0,0,, +dennyje01,1894,1,LS3,NL,60,221,26,61,11,7,0,32,10,,13,12,,3,6,, +donnefr01,1894,1,CHN,NL,1,1,1,0,0,0,0,0,0,,2,0,,0,0,, +donovpa01,1894,1,PIT,NL,133,577,147,175,21,10,4,76,41,,36,12,,5,26,, +dowdto01,1894,1,SLN,NL,123,524,92,142,16,8,4,62,31,,54,33,,2,9,, +doyleja01,1894,1,NY1,NL,107,427,94,157,30,8,3,103,44,,37,3,,3,4,, +duffyhu01,1894,1,BSN,NL,125,539,160,237,51,16,18,145,48,,66,15,,1,10,, +dugdada01,1894,1,WAS,NL,38,134,19,32,4,2,0,16,7,,13,14,,0,0,, +dungasa01,1894,1,CHN,NL,10,39,5,9,2,0,0,3,1,,7,1,,0,0,, +dungasa01,1894,2,LS3,NL,8,32,6,11,1,0,0,3,2,,4,1,,0,1,, +dwyerfr01,1894,1,CIN,NL,54,172,31,46,9,2,2,28,0,,15,13,,0,0,, +earlebi01,1894,1,LS3,NL,21,65,10,23,1,0,0,7,2,,9,3,,0,3,, +earlebi01,1894,2,BRO,NL,14,50,13,17,6,0,0,6,4,,6,2,,1,1,, +eastoja01,1894,1,PIT,NL,3,5,0,0,0,0,0,2,0,,0,0,,0,2,, +eganri01,1894,1,WAS,NL,1,3,0,0,0,0,0,1,0,,1,0,,0,0,, +ehretre01,1894,1,PIT,NL,46,135,6,23,4,1,0,11,0,,8,22,,0,10,, +elybo01,1894,1,SLN,NL,127,510,85,156,20,12,12,89,23,,30,34,,0,13,, +esperdu01,1894,1,WAS,NL,19,54,7,14,3,1,1,4,0,,4,7,,0,0,, +esperdu01,1894,2,BLN,NL,16,45,9,10,3,1,0,6,0,,4,1,,0,0,, +ewingbu01,1894,1,CL4,NL,53,211,32,53,12,4,2,39,18,,24,9,,0,2,, +fannija01,1894,1,PHI,NL,6,14,2,2,0,0,0,0,0,,2,1,,0,0,, +farredu01,1894,1,NY1,NL,116,404,50,116,20,12,5,70,9,,38,15,,3,3,, +figgefr01,1894,1,PHI,NL,1,3,0,1,0,0,0,0,0,,0,0,,0,1,, +fishech04,1894,1,CL4,NL,3,4,0,0,0,0,0,1,0,,0,4,,0,0,, +fishech04,1894,2,CIN,NL,12,47,5,10,1,1,1,4,0,,1,2,,0,0,, +flahepa01,1894,1,LS3,NL,39,150,15,43,5,3,0,15,2,,9,7,,1,1,, +flynnca01,1894,1,CIN,NL,2,3,0,0,0,0,0,0,0,,0,0,,0,0,, +fournhe01,1894,1,CIN,NL,6,19,0,2,0,0,0,1,0,,1,5,,0,0,, +foutzda01,1894,1,BRO,NL,73,297,40,90,12,9,0,52,14,,14,13,,1,8,, +frankch01,1894,1,SLN,NL,80,319,52,89,12,7,4,42,14,,44,13,,3,12,, +fullesh01,1894,1,NY1,NL,95,377,82,104,14,4,2,47,32,,52,16,,2,0,, +ganzech01,1894,1,BSN,NL,70,266,51,74,7,6,3,56,1,,19,6,,0,4,, +gastrha01,1894,1,BRO,NL,16,41,4,7,3,0,0,2,1,,2,3,,0,0,, +germale01,1894,1,NY1,NL,24,60,8,18,2,0,0,8,1,,3,5,,0,2,, +gilbepe01,1894,1,BRO,NL,6,25,1,2,0,0,0,1,2,,1,3,,1,0,, +gilbepe01,1894,2,LS3,NL,28,108,13,33,3,1,1,14,2,,5,4,,3,1,, +glassja01,1894,1,PIT,NL,87,335,47,94,10,7,1,65,18,,32,4,,4,13,, +gleaski01,1894,1,SLN,NL,9,28,3,7,0,1,0,1,0,,2,1,,0,0,, +gleaski01,1894,2,BLN,NL,26,86,22,30,5,1,0,17,1,,7,2,,0,4,, +gradymi01,1894,1,PHI,NL,61,190,45,69,13,8,0,40,3,,14,13,,7,2,, +griffcl01,1894,1,CHN,NL,46,142,27,33,5,4,0,15,6,,23,9,,0,0,, +grifffr01,1894,1,CL4,NL,7,24,4,8,2,2,0,9,0,,1,4,,0,1,, +griffmi01,1894,1,BRO,NL,108,406,123,145,29,4,5,76,39,,78,14,,5,5,, +grimjo01,1894,1,LS3,NL,109,412,66,123,27,7,7,71,14,,18,15,,9,8,, +gumbead01,1894,1,PIT,NL,39,114,18,34,4,5,1,19,1,,6,20,,2,1,, +haddoge01,1894,1,PHI,NL,10,29,2,5,0,2,0,1,0,,3,2,,0,0,, +haddoge01,1894,2,WAS,NL,5,16,4,3,2,0,0,3,1,,1,2,,0,0,, +hallmbi01,1894,1,PHI,NL,122,519,111,162,20,8,0,69,36,,37,15,,4,22,, +hamilbi01,1894,1,PHI,NL,132,558,198,225,25,15,4,90,100,,128,19,,9,7,, +harpege01,1894,1,PHI,NL,12,40,7,6,2,0,0,3,0,,2,7,,0,0,, +hartmfr01,1894,1,PIT,NL,49,182,41,58,4,7,2,20,12,,16,11,,4,8,, +hassabi01,1894,1,WAS,NL,118,494,106,159,33,17,4,90,16,,41,20,,1,10,, +hawkebi01,1894,1,BLN,NL,32,92,12,28,5,1,1,16,1,,3,16,,0,5,, +hawlepi01,1894,1,SLN,NL,53,163,16,43,6,6,2,23,2,,5,16,,4,5,, +hawlesc01,1894,1,BSN,NL,1,3,0,0,0,0,0,0,0,,0,0,,0,0,, +hemmige01,1894,1,LS3,NL,36,131,20,33,2,6,2,10,2,,5,20,,0,0,, +hemmige01,1894,2,BLN,NL,6,21,4,6,1,2,0,3,0,,1,5,,0,0,, +hodsoge01,1894,1,BSN,NL,12,30,4,3,0,0,0,4,1,,3,4,,0,0,, +hoganma01,1894,1,CIN,NL,6,23,4,3,0,0,0,3,2,,1,4,,0,0,, +hoganma01,1894,2,SLN,NL,29,100,11,28,3,4,0,13,7,,3,13,,1,3,, +hollibu01,1894,1,CIN,NL,123,521,126,196,24,8,13,123,33,,41,20,,2,4,, +horneja01,1894,1,BLN,NL,2,6,1,1,0,1,0,0,0,,0,0,,0,0,, +housejo01,1894,1,CHN,NL,4,15,5,6,3,1,0,4,2,,5,3,,1,0,, +hoydu01,1894,1,CIN,NL,128,503,118,153,23,13,5,71,28,,90,19,,12,11,, +hutchbi01,1894,1,CHN,NL,40,136,30,42,3,0,6,16,2,,12,17,,0,2,, +inksbe01,1894,1,BLN,NL,23,57,9,18,3,0,0,6,1,,5,6,,1,1,, +inksbe01,1894,2,LS3,NL,8,27,4,12,0,0,0,3,0,,1,1,,0,0,, +irwinar01,1894,1,PHI,NL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +irwinch01,1894,1,CHN,NL,130,504,85,149,25,9,8,100,35,,64,23,,9,4,, +jennihu01,1894,1,BLN,NL,128,501,134,168,28,16,4,109,37,,37,17,,27,18,, +johnsjo01,1894,1,PHI,NL,4,16,4,3,0,0,0,3,0,,1,3,,0,1,, +jonesal01,1894,1,PHI,NL,1,4,1,1,0,0,0,1,0,,0,3,,0,0,, +jordaha01,1894,1,PIT,NL,1,3,0,0,0,0,0,0,0,,1,1,,0,0,, +joycebi01,1894,1,WAS,NL,99,355,103,126,25,14,17,89,21,,87,33,,12,5,, +keelewi01,1894,1,BLN,NL,129,590,165,219,27,22,5,94,32,,40,6,,18,16,, +kellejo01,1894,1,BLN,NL,129,507,165,199,48,20,6,111,46,,107,36,,5,19,, +kennebr01,1894,1,BRO,NL,48,161,22,49,7,3,0,23,2,,3,5,,0,6,, +killefr01,1894,1,PIT,NL,28,80,13,21,3,1,0,13,0,,6,23,,1,1,, +kilroma01,1894,1,LS3,NL,8,17,2,2,0,0,0,1,1,,1,6,,1,0,, +kinslto01,1894,1,BRO,NL,62,223,39,68,5,6,2,41,4,,20,11,,0,2,, +kittrma01,1894,1,CHN,NL,51,168,36,53,8,2,0,23,2,,26,20,,0,5,, +knausfr01,1894,1,CL4,NL,2,4,1,0,0,0,0,1,0,,1,0,,0,1,, +knellph01,1894,1,PIT,NL,1,3,1,0,0,0,0,0,0,,0,0,,0,0,, +knellph01,1894,2,LS3,NL,32,113,10,31,2,4,1,13,1,,0,18,,0,1,, +korwaji01,1894,1,BRO,NL,1,2,0,0,0,0,0,0,0,,0,0,,1,0,, +lachaca01,1894,1,BRO,NL,69,261,48,83,13,8,5,52,20,,16,32,,1,3,, +lakefr01,1894,1,LS3,NL,16,42,8,12,2,0,1,10,2,,11,6,,4,0,, +lampehe01,1894,1,BSN,NL,2,2,0,0,0,0,0,0,0,,0,0,,1,0,, +langebi01,1894,1,CHN,NL,113,449,86,146,17,9,6,91,66,,56,18,,1,4,, +lathaar01,1894,1,CIN,NL,131,534,132,167,23,6,4,60,62,,61,24,,9,11,, +longhe01,1894,1,BSN,NL,104,475,136,154,28,11,12,79,24,,35,17,,4,8,, +lovetto01,1894,1,BSN,NL,15,49,4,7,1,0,1,5,0,,2,3,,0,0,, +lowebo01,1894,1,BSN,NL,133,613,158,212,34,11,17,115,23,,50,25,,6,9,, +lucidco01,1894,1,BRO,NL,10,33,4,7,1,0,0,1,0,,0,4,,0,0,, +lukenal01,1894,1,PHI,NL,3,8,0,0,0,0,0,0,0,,0,3,,0,0,, +lutenlu01,1894,1,LS3,NL,70,255,43,49,10,4,0,23,4,,23,21,,9,3,, +lyonsde01,1894,1,PIT,NL,72,257,52,82,14,4,4,51,14,,43,13,,4,11,, +lystobi01,1894,1,CL4,NL,1,2,0,0,0,0,0,0,0,,0,2,,0,0,, +mackco01,1894,1,PIT,NL,70,231,33,57,7,1,1,21,8,,21,14,,4,14,, +malarjo01,1894,1,WAS,NL,4,14,1,1,0,0,0,0,0,,0,8,,0,0,, +masoner01,1894,1,SLN,NL,4,12,0,3,0,0,0,0,0,,1,1,,0,0,, +massebi01,1894,1,CIN,NL,13,53,7,15,3,0,0,5,0,,3,2,,0,0,, +maulal01,1894,1,WAS,NL,41,124,23,30,3,3,2,20,1,,14,11,,7,1,, +mcaleji01,1894,1,CL4,NL,64,253,36,73,15,1,2,40,14,,13,17,,3,5,, +mccarja01,1894,1,CIN,NL,40,167,29,45,9,1,0,21,3,,17,6,,3,4,, +mccarto01,1894,1,BSN,NL,127,539,118,188,21,8,13,126,43,,59,17,,6,9,, +mcgarch01,1894,1,CL4,NL,128,523,94,144,24,6,2,74,31,,28,29,,3,5,, +mcgilwi01,1894,1,CHN,NL,27,82,10,20,5,0,0,3,1,,15,12,,0,1,, +mcgrajo01,1894,1,BLN,NL,124,512,156,174,18,14,1,92,78,,91,12,,13,14,, +mcgui01,1894,1,CIN,NL,1,4,0,1,0,0,0,0,0,,0,0,,0,0,, +mcguide01,1894,1,WAS,NL,104,425,67,130,18,6,6,78,11,,33,19,,7,4,, +mckeaed01,1894,1,CL4,NL,130,554,116,198,30,15,8,128,33,,49,12,,2,11,, +mcmahsa01,1894,1,BLN,NL,35,126,17,36,5,1,0,25,1,,9,12,,0,8,, +mcphebi01,1894,1,CIN,NL,128,483,113,151,21,10,5,93,33,,91,23,,5,6,, +meekijo01,1894,1,NY1,NL,53,174,28,48,2,7,5,29,3,,8,16,,0,1,, +menefjo01,1894,1,LS3,NL,29,79,7,13,1,0,0,4,2,,8,7,,1,8,, +menefjo01,1894,2,PIT,NL,13,47,6,12,1,2,0,7,2,,3,3,,0,2,, +mercewi01,1894,1,WAS,NL,53,165,29,48,5,2,2,29,9,,9,20,,0,1,, +merribi01,1894,1,BSN,NL,10,26,3,6,1,0,0,6,0,,8,0,,0,2,, +merribi01,1894,2,PIT,NL,36,109,18,30,1,2,1,18,2,,15,7,,0,0,, +merribi01,1894,3,CIN,NL,30,117,17,38,6,1,1,22,4,,10,3,,2,0,, +milledo01,1894,1,SLN,NL,127,481,93,163,9,11,8,86,17,,58,9,,4,8,, +mohleki01,1894,1,WAS,NL,3,9,0,1,0,0,0,0,0,,2,4,,0,0,, +motzfr01,1894,1,CIN,NL,18,69,8,14,4,0,0,12,2,,9,1,,1,0,, +mullato01,1894,1,BLN,NL,21,53,3,21,3,0,0,9,2,,6,3,,2,0,, +mullato01,1894,2,CL4,NL,4,13,0,1,0,0,0,0,1,,4,2,,0,1,, +murphco02,1894,1,CIN,NL,1,4,0,0,0,0,0,0,0,,1,1,,0,0,, +murphmo01,1894,1,CIN,NL,76,261,42,70,9,0,1,37,6,,26,36,,1,6,, +murphya01,1894,1,NY1,NL,75,283,65,77,6,2,0,28,28,,52,23,,0,2,, +murrato01,1894,1,PHI,NL,1,2,0,0,0,0,0,0,0,,0,2,,0,0,, +nashbi01,1894,1,BSN,NL,132,512,132,148,23,6,8,87,20,,91,23,,3,3,, +nichoki01,1894,1,BSN,NL,51,170,39,50,11,2,0,34,1,,16,24,,1,2,, +nicolge01,1894,1,PIT,NL,9,22,8,9,1,0,0,3,0,,0,1,,0,2,, +nicolge01,1894,2,LS3,NL,28,112,12,38,6,4,0,19,4,,2,4,,2,1,, +oconnja01,1894,1,CL4,NL,86,330,67,104,23,7,2,51,15,,15,7,,0,4,, +orourti01,1894,1,LS3,NL,55,220,46,61,3,3,0,27,9,,23,9,,2,5,, +orourti01,1894,2,SLN,NL,18,71,10,20,4,1,0,10,2,,8,3,,0,0,, +orourti01,1894,3,WAS,NL,7,25,4,5,2,1,0,2,0,,2,1,,0,1,, +parroji01,1894,1,CHN,NL,126,525,82,130,17,9,3,65,30,,16,35,,3,9,, +parroto01,1894,1,CIN,NL,68,229,51,74,12,6,4,40,4,,17,10,,1,1,, +payntge01,1894,1,SLN,NL,1,4,0,0,0,0,0,0,1,,1,0,,0,0,, +peitzhe01,1894,1,SLN,NL,99,338,52,89,19,9,3,49,14,,43,21,,1,7,, +peitzjo01,1894,1,SLN,NL,7,26,10,11,2,3,0,3,2,,6,1,,0,0,, +peppeha01,1894,1,LS3,NL,2,4,0,0,0,0,0,0,0,,0,0,,0,0,, +pettych01,1894,1,WAS,NL,16,41,5,8,0,1,0,3,0,,4,8,,0,5,, +pettych01,1894,2,CL4,NL,4,12,0,1,0,0,0,0,0,,0,2,,0,0,, +pfannbi01,1894,1,CIN,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +pfefffr01,1894,1,LS3,NL,105,414,70,128,12,15,5,61,32,,30,14,,1,15,, +quinnjo02,1894,1,SLN,NL,106,405,59,116,18,1,4,61,25,,24,8,,1,13,, +radfopa01,1894,1,WAS,NL,95,325,61,78,13,5,0,49,24,,65,23,,7,6,, +reillch02,1894,1,PHI,NL,40,136,21,40,1,2,0,19,9,,16,10,,3,1,, +reitzhe01,1894,1,BLN,NL,108,446,86,135,22,31,2,105,18,,42,24,,7,7,, +richada01,1894,1,LS3,NL,116,430,51,109,17,2,1,40,8,,35,31,,5,4,, +ricksjo01,1894,1,SLN,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +ritzji01,1894,1,PIT,NL,1,4,1,0,0,0,0,0,1,,0,0,,1,0,, +robinwi01,1894,1,BLN,NL,109,414,69,146,21,4,1,98,12,,46,18,,3,11,, +rusieam01,1894,1,NY1,NL,56,186,20,52,5,4,3,26,5,,5,24,,1,2,, +russepa01,1894,1,SLN,NL,3,10,1,1,0,0,0,0,0,,0,2,,0,1,, +ryanja01,1894,1,BSN,NL,53,201,39,54,12,7,1,29,3,,13,16,,1,1,, +ryanji01,1894,1,CHN,NL,110,482,133,172,37,7,3,62,12,,51,24,,3,9,, +scheifr01,1894,1,PIT,NL,28,102,20,36,2,3,1,10,7,,11,9,,1,2,, +scheifr01,1894,2,WAS,NL,52,196,49,45,2,4,0,17,11,,45,24,,3,0,, +scheija01,1894,1,PHI,NL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +schripo01,1894,1,CHN,NL,98,354,56,97,12,3,3,49,9,,32,21,,6,5,, +selbaki01,1894,1,WAS,NL,97,372,69,114,21,17,7,71,21,,51,20,,0,3,, +sharrge01,1894,1,BRO,NL,3,7,1,3,1,0,0,1,0,,0,0,,0,0,, +shindbi01,1894,1,BRO,NL,117,480,94,142,22,9,4,96,19,,29,21,,6,17,, +shochge01,1894,1,BRO,NL,65,243,47,77,6,5,1,37,16,,26,6,,5,8,, +shugafr01,1894,1,SLN,NL,133,527,103,154,19,18,7,72,21,,38,37,,8,13,, +smithel01,1894,1,PIT,NL,126,490,128,175,33,19,6,74,34,,68,12,,5,10,, +smithge01,1894,1,CIN,NL,129,492,73,130,34,6,3,79,15,,41,28,,2,3,, +smithol01,1894,1,LS3,NL,39,137,27,41,6,1,3,20,13,,29,15,,3,1,, +smithto02,1894,1,BSN,NL,2,2,1,0,0,0,0,0,0,,1,1,,0,0,, +sommean01,1894,1,BRO,NL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +staffge01,1894,1,NY1,NL,14,46,10,10,1,1,0,4,2,,10,7,,1,0,, +staleha01,1894,1,BSN,NL,28,85,12,20,2,1,2,25,0,,13,9,,1,2,, +steerge01,1894,1,PIT,NL,10,39,3,8,0,0,0,4,2,,2,1,,0,0,, +steined01,1894,1,BRO,NL,45,143,28,36,8,4,2,28,4,,9,18,,1,4,, +stenzja01,1894,1,PIT,NL,132,525,150,185,39,20,13,121,61,,76,13,,6,5,, +stephbe01,1894,1,WAS,NL,3,4,0,1,0,0,0,0,0,,0,0,,0,0,, +stiveja01,1894,1,BSN,NL,68,244,55,80,12,7,8,64,3,,16,21,,0,3,, +stockot01,1894,1,WAS,NL,24,71,10,23,1,0,0,6,2,,2,5,,1,1,, +stratsc01,1894,1,LS3,NL,13,37,9,12,1,2,0,4,1,,4,2,,0,0,, +stratsc01,1894,2,CHN,NL,24,99,30,37,5,4,3,23,3,,7,1,,1,0,, +stultge01,1894,1,BSN,NL,1,3,0,1,0,0,0,0,0,,0,0,,0,0,, +sugdejo01,1894,1,PIT,NL,39,139,23,46,13,2,2,23,3,,14,2,,3,6,, +sullijo01,1894,1,WAS,NL,17,60,7,15,3,0,0,5,3,,6,2,,4,2,, +sullijo01,1894,2,PHI,NL,77,312,65,110,10,8,3,63,12,,24,10,,5,5,, +sullimi02,1894,1,WAS,NL,20,57,4,9,1,1,1,7,0,,2,11,,0,1,, +sullimi02,1894,2,CL4,NL,13,44,6,13,1,1,0,8,0,,2,9,,0,1,, +tanneje01,1894,1,CIN,NL,5,11,0,0,0,0,0,1,0,,1,2,,0,0,, +tayloja01,1894,1,PHI,NL,42,145,20,48,11,2,0,24,4,,6,13,,1,0,, +tebeage01,1894,1,WAS,NL,61,222,41,50,10,6,0,28,17,,37,20,,2,7,, +tebeage01,1894,2,CL4,NL,40,150,32,47,9,4,0,25,9,,25,18,,0,4,, +tebeapa01,1894,1,CL4,NL,125,523,82,158,23,7,3,89,30,,35,35,,1,9,, +tennefr02,1894,1,BSN,NL,27,86,23,34,7,1,2,21,6,,12,9,,0,2,, +terryad01,1894,1,PIT,NL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +terryad01,1894,2,CHN,NL,30,95,19,33,4,2,0,17,3,,11,12,,0,0,, +thomato01,1894,1,CL4,NL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +thompsa01,1894,1,PHI,NL,102,451,114,187,32,28,13,149,27,,42,13,,1,8,, +tiernmi01,1894,1,NY1,NL,113,429,87,120,20,13,5,79,28,,55,21,,1,6,, +treadge01,1894,1,BRO,NL,124,482,125,159,28,26,4,102,27,,73,43,,2,12,, +tucketo01,1894,1,BSN,NL,123,500,112,165,24,6,3,100,18,,53,21,,17,2,, +turnetu01,1894,1,PHI,NL,82,347,95,145,21,9,1,84,11,,24,13,,2,9,, +twinear01,1894,1,SLN,NL,38,127,22,40,4,1,1,16,2,,9,11,,6,1,, +twitcla01,1894,1,LS3,NL,52,210,28,56,16,3,2,32,8,,15,20,,0,9,, +underfr01,1894,1,BRO,NL,7,18,3,7,0,1,0,0,0,,2,4,,0,0,, +vanhage01,1894,1,NY1,NL,139,528,109,175,22,4,7,105,43,,55,23,,4,13,, +vaughfa01,1894,1,CIN,NL,72,284,50,88,15,5,8,64,5,,12,11,,0,2,, +virtuja01,1894,1,CL4,NL,29,89,15,23,4,1,0,10,1,,13,3,,1,2,, +wadswja01,1894,1,LS3,NL,22,74,9,19,5,1,0,10,0,,4,20,,0,1,, +wallabo01,1894,1,CL4,NL,4,13,0,2,1,0,0,1,0,,0,1,,0,0,, +wardjo01,1894,1,NY1,NL,138,549,102,146,12,5,0,79,39,,35,6,,1,20,, +wardpi01,1894,1,WAS,NL,98,347,86,105,11,7,0,36,41,,80,31,,10,5,, +weavefa01,1894,1,LS3,NL,64,244,19,54,5,2,3,24,3,,7,11,,2,8,, +weavefa01,1894,2,PIT,NL,30,115,16,40,7,2,0,24,4,,6,1,,5,4,, +westehu01,1894,1,NY1,NL,23,56,9,8,1,0,0,7,2,,6,5,,0,2,, +westfr01,1894,1,BSN,NL,1,1,1,0,0,0,0,0,0,,0,0,,0,0,, +weyhigu01,1894,1,PHI,NL,40,121,9,21,2,2,0,10,2,,7,23,,1,8,, +whitrbi01,1894,1,LS3,NL,1,2,0,0,0,0,0,0,0,,0,1,,0,0,, +whitrbi01,1894,2,CIN,NL,19,65,10,15,2,0,0,8,1,,2,4,,0,0,, +wilmowa01,1894,1,CHN,NL,135,604,136,199,45,12,5,130,76,,36,27,,1,14,, +wilsopa01,1894,1,NY1,NL,51,181,35,59,5,5,1,34,9,,15,6,,2,2,, +wynnebi01,1894,1,WAS,NL,1,3,0,0,0,0,0,0,0,,1,1,,0,0,, +yinglch01,1894,1,PHI,NL,1,4,0,1,0,0,0,0,0,,0,1,,0,0,, +youngcy01,1894,1,CL4,NL,52,186,24,40,8,4,2,26,4,,2,20,,0,0,, +zahnefr01,1894,1,LS3,NL,14,49,7,10,0,1,0,4,2,,3,6,,0,0,, +zimmech01,1894,1,CL4,NL,90,341,55,97,20,5,4,65,14,,17,31,,5,2,, +abbeybe01,1895,1,CHN,NL,1,3,0,1,0,0,0,0,0,,0,0,,0,0,, +abbeybe01,1895,2,BRO,NL,8,19,4,5,0,1,0,1,0,,2,4,,0,0,, +abbeych01,1895,1,WAS,NL,133,516,102,142,14,10,8,84,28,,43,43,,7,5,, +adkinhe01,1895,1,SLN,NL,1,5,1,2,0,0,0,0,0,,0,2,,0,0,, +anderjo01,1895,1,BRO,NL,103,423,77,122,11,14,10,89,24,,12,29,,5,1,, +anderva01,1895,1,WAS,NL,36,97,22,28,2,3,0,16,0,,10,9,,1,2,, +ansonca01,1895,1,CHN,NL,122,474,87,159,23,6,2,91,12,,55,23,,3,13,, +baileki01,1895,1,CIN,NL,1,4,2,2,1,0,0,1,1,,0,1,,0,0,, +banksbi01,1895,1,BSN,NL,1,3,0,0,0,0,0,0,0,,0,2,,0,0,, +bannoji01,1895,1,BSN,NL,124,493,101,171,35,5,6,74,28,,54,31,,5,12,, +bannoto01,1895,1,NY1,NL,37,159,33,43,6,2,0,8,20,,7,8,,0,3,, +battala01,1895,1,NY1,NL,2,4,0,1,0,0,0,0,0,,2,1,,0,0,, +beamer01,1895,1,PHI,NL,10,11,2,2,0,0,0,0,1,,0,4,,1,0,, +becklja01,1895,1,PIT,NL,130,534,104,175,31,19,5,111,20,,24,20,,21,15,, +bierblo01,1895,1,PIT,NL,118,470,54,122,13,11,1,71,18,,19,8,,2,13,, +blakeha01,1895,1,CL4,NL,85,318,50,88,10,1,3,45,11,,31,33,,1,12,, +bonnefr01,1895,1,BLN,NL,11,42,9,14,1,1,0,7,4,,5,1,,0,2,, +bonnefr01,1895,2,SLN,NL,15,59,3,8,0,1,1,8,2,,1,8,,1,0,, +borchge01,1895,1,LS3,NL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +boswean01,1895,1,NY1,NL,5,16,1,3,0,0,0,1,1,,1,1,,0,0,, +boswean01,1895,2,WAS,NL,7,14,4,4,0,0,0,1,1,,1,2,,1,0,, +bowerfr01,1895,1,BLN,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +boydja01,1895,1,WAS,NL,52,159,29,43,5,1,1,16,2,,20,28,,7,0,, +boyleja01,1895,1,PHI,NL,133,565,90,143,17,4,0,67,13,,35,23,,5,20,, +breitte01,1895,1,SLN,NL,73,221,25,42,2,0,0,18,5,,29,22,,1,2,, +brigggr01,1895,1,LS3,NL,1,3,0,0,0,0,0,0,0,,0,1,,0,1,, +brodist01,1895,1,BLN,NL,131,528,85,184,27,10,2,134,35,,26,15,,14,9,, +broutda01,1895,1,BLN,NL,5,23,2,6,2,0,0,5,0,,1,1,,0,1,, +broutda01,1895,2,LS3,NL,24,97,13,30,10,1,2,15,1,,11,2,,0,0,, +brownto01,1895,1,SLN,NL,84,355,73,78,11,4,1,31,34,,48,44,,2,2,, +brownto01,1895,2,WAS,NL,34,134,25,32,8,3,2,16,8,,18,16,,0,1,, +buckied01,1895,1,WAS,NL,1,1,0,0,0,0,0,0,0,,0,1,,0,0,, +buckldi01,1895,1,PHI,NL,38,112,20,28,6,1,0,14,2,,9,17,,5,4,, +burkeed01,1895,1,NY1,NL,39,167,38,43,6,2,1,12,14,,7,9,,3,2,, +burkeed01,1895,2,CIN,NL,56,228,52,61,8,6,1,28,19,,22,14,,4,2,, +burkeje01,1895,1,CL4,NL,132,555,153,225,22,13,5,83,41,,74,32,,8,7,, +burnehe01,1895,1,LS3,NL,5,17,6,7,0,1,2,3,2,,2,2,,0,1,, +burnsoy01,1895,1,BRO,NL,20,76,7,14,0,1,0,7,0,,8,2,,1,0,, +burnsoy01,1895,2,NY1,NL,33,114,21,35,5,3,1,25,10,,14,6,,1,1,, +burrebu01,1895,1,BRO,NL,12,28,7,4,0,0,1,5,0,,4,3,,0,0,, +butlefr01,1895,1,NY1,NL,5,22,5,6,1,0,0,2,0,,1,1,,0,0,, +careysc01,1895,1,BLN,NL,123,490,59,128,21,6,1,75,2,,27,32,,4,11,, +carseki01,1895,1,PHI,NL,44,141,24,41,2,0,0,20,2,,15,12,,1,11,, +cartwed01,1895,1,WAS,NL,122,472,95,156,34,17,3,90,50,,54,41,,1,4,, +childbi01,1895,1,LS3,NL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +childcu01,1895,1,CL4,NL,120,466,96,134,15,4,4,90,20,,74,24,,6,8,, +clarkbo02,1895,1,BLN,NL,67,241,38,70,15,3,0,35,8,,13,18,,9,4,, +clarkda01,1895,1,NY1,NL,37,121,16,29,2,1,0,10,0,,8,15,,1,0,, +clarkda02,1895,1,SLN,NL,7,23,0,1,0,0,0,0,0,,3,4,,0,0,, +clarkda02,1895,2,BLN,NL,20,57,10,8,1,0,1,4,0,,5,17,,1,3,, +clarkfr01,1895,1,LS3,NL,132,550,96,191,21,5,4,82,40,,34,24,,10,3,, +clarkwi01,1895,1,NY1,NL,23,88,9,23,3,2,0,16,1,,5,6,,0,0,, +clemeja01,1895,1,PHI,NL,88,322,64,127,27,2,13,75,3,,22,7,,8,3,, +clingbi01,1895,1,PIT,NL,107,386,69,99,16,4,0,45,19,,41,43,,2,10,, +colcoto01,1895,1,PIT,NL,8,17,5,5,1,2,0,3,0,,3,1,,0,1,, +colemjo03,1895,1,SLN,NL,1,5,0,1,0,0,0,0,0,,0,1,,0,0,, +colliji01,1895,1,BSN,NL,11,38,10,8,3,0,1,8,0,,4,4,,1,1,, +colliji01,1895,2,LS3,NL,96,373,65,104,17,5,6,49,12,,33,16,,9,3,, +connojo03,1895,1,SLN,NL,2,7,0,0,0,0,0,1,0,,0,2,,0,0,, +connoro01,1895,1,SLN,NL,104,401,78,131,29,9,8,78,9,,63,10,,2,2,, +coogada01,1895,1,WAS,NL,26,77,9,17,2,1,0,7,1,,13,6,,0,1,, +cooledu01,1895,1,SLN,NL,133,567,108,194,9,20,7,75,27,,37,29,,3,2,, +corbejo01,1895,1,WAS,NL,7,15,1,2,0,0,0,1,0,,0,5,,0,0,, +corcojo01,1895,1,PIT,NL,6,20,0,3,0,0,0,1,0,,0,2,,0,0,, +corcoto01,1895,1,BRO,NL,128,540,83,145,17,10,2,69,17,,23,11,,3,17,, +cotehe01,1895,1,LS3,NL,10,33,10,10,0,0,0,5,2,,3,3,,0,2,, +cronija01,1895,1,BRO,NL,2,2,1,1,0,1,0,2,0,,0,0,,0,0,, +crookja01,1895,1,WAS,NL,118,412,81,117,19,8,6,58,36,,70,39,,8,16,, +crossla01,1895,1,PHI,NL,125,535,95,145,26,9,2,101,21,,35,8,,3,16,, +crossmo01,1895,1,PIT,NL,109,397,67,101,14,13,3,54,39,,38,38,,3,6,, +cunnibe01,1895,1,LS3,NL,32,100,14,30,7,3,0,13,0,,9,20,,0,0,, +cuppyni01,1895,1,CL4,NL,47,140,36,40,9,3,0,25,2,,20,14,,1,4,, +dahlebi01,1895,1,CHN,NL,129,516,106,131,19,10,7,62,38,,61,51,,10,5,, +dailyco01,1895,1,BRO,NL,40,142,17,30,3,2,1,11,3,,10,18,,1,3,, +dalyto01,1895,1,BRO,NL,121,460,90,129,17,8,2,68,28,,52,52,,3,10,, +daubda01,1895,1,BRO,NL,25,71,8,14,0,0,0,8,3,,8,15,,2,0,, +davisge01,1895,1,NY1,NL,110,430,108,146,36,9,5,101,48,,55,12,,2,3,, +davisha01,1895,1,NY1,NL,7,24,1,7,0,1,0,6,1,,2,0,,0,0,, +deckege01,1895,1,CHN,NL,73,297,51,82,9,7,2,41,11,,17,22,,4,3,, +delahed01,1895,1,PHI,NL,116,480,149,194,49,10,11,106,46,,86,31,,6,6,, +demonge01,1895,1,WAS,NL,12,46,7,10,1,3,0,9,5,,3,4,,0,0,, +dohened01,1895,1,NY1,NL,3,10,0,1,0,1,0,3,0,,1,3,,0,0,, +dolanco01,1895,1,BSN,NL,26,83,12,20,4,1,0,7,3,,6,7,,1,1,, +dolanjo01,1895,1,CHN,NL,2,3,0,0,0,0,0,0,0,,1,0,,0,0,, +donahre01,1895,1,SLN,NL,1,3,0,0,0,0,0,0,0,,0,1,,0,0,, +donahti01,1895,1,CHN,NL,63,219,29,59,9,1,2,36,5,,20,25,,3,3,, +donovfr01,1895,1,CL4,NL,3,12,1,1,0,0,0,1,0,,1,2,,0,0,, +donovpa01,1895,1,PIT,NL,126,522,115,162,18,6,1,59,36,,48,19,,8,6,, +dowdto01,1895,1,SLN,NL,130,508,95,164,19,17,7,74,32,,31,31,,3,4,, +doyleja01,1895,1,NY1,NL,82,319,52,100,21,3,1,66,35,,24,12,,2,0,, +duffyhu01,1895,1,BSN,NL,131,533,112,188,30,6,9,100,42,,65,17,,4,16,, +dwyerfr01,1895,1,CIN,NL,37,113,14,30,3,5,1,16,2,,5,5,,0,1,, +ehretre01,1895,1,SLN,NL,37,96,13,21,2,1,1,9,0,,6,12,,0,3,, +elybo01,1895,1,SLN,NL,118,471,68,122,16,2,1,47,29,,19,18,,0,13,, +esperdu01,1895,1,BLN,NL,34,90,7,16,2,0,0,2,0,,4,12,,2,2,, +everibi01,1895,1,CHN,NL,133,550,129,197,16,10,3,88,47,,33,42,,4,9,, +ewingbu01,1895,1,CIN,NL,105,434,90,138,24,13,5,94,34,,30,22,,1,2,, +faginfr01,1895,1,SLN,NL,1,3,0,1,0,0,0,2,0,,0,0,,0,1,, +farredu01,1895,1,NY1,NL,90,312,38,90,16,9,1,58,11,,38,18,,3,4,, +forembr01,1895,1,PIT,NL,19,46,6,3,0,0,0,4,2,,7,14,,0,1,, +foremfr01,1895,1,CIN,NL,32,94,14,29,7,0,2,11,1,,4,14,,2,1,, +foutzda01,1895,1,BRO,NL,31,115,14,34,4,1,0,21,1,,4,2,,0,2,, +frienda01,1895,1,CHN,NL,5,17,4,4,0,0,0,1,0,,1,1,,0,1,, +fullesh01,1895,1,NY1,NL,126,458,82,103,11,3,0,32,15,,64,34,,2,7,, +gannogu01,1895,1,PIT,NL,1,2,0,0,0,0,0,0,0,,0,2,,0,0,, +ganzech01,1895,1,BSN,NL,81,280,38,73,2,5,1,52,1,,25,6,,1,5,, +gardnji01,1895,1,PIT,NL,11,34,5,9,2,0,0,3,1,,3,6,,0,0,, +geninfr01,1895,1,PIT,NL,73,252,43,63,8,0,2,24,19,,22,14,,2,23,, +germale01,1895,1,NY1,NL,35,111,16,29,2,2,2,16,1,,9,7,,3,1,, +gettito01,1895,1,LS3,NL,63,260,28,70,11,5,2,32,6,,8,15,,2,5,, +gilrojo01,1895,1,WAS,NL,12,29,8,7,1,0,0,4,0,,1,4,,0,0,, +glassja01,1895,1,LS3,NL,18,74,9,25,3,1,1,6,1,,3,1,,3,1,, +glassja01,1895,2,WAS,NL,25,100,20,23,2,0,0,10,3,,7,3,,3,3,, +gleaski01,1895,1,BLN,NL,112,421,90,130,14,12,0,74,19,,33,18,,5,6,, +gradymi01,1895,1,PHI,NL,46,123,21,40,3,1,1,23,5,,14,8,,3,3,, +gremmed01,1895,1,CL4,NL,20,78,10,21,1,0,0,15,0,,5,13,,0,0,, +greybi01,1895,1,CIN,NL,52,181,24,55,17,4,1,29,4,,15,8,,2,1,, +griffcl01,1895,1,CHN,NL,43,144,20,46,3,0,1,27,2,,16,9,,1,2,, +griffmi01,1895,1,BRO,NL,132,524,140,174,38,7,4,65,27,,93,30,,10,10,, +grimjo01,1895,1,BRO,NL,94,333,55,93,17,5,0,45,10,,13,9,,7,5,, +gumbead01,1895,1,BRO,NL,34,97,21,35,6,0,2,13,0,,7,10,,1,0,, +hallmbi01,1895,1,PHI,NL,124,539,94,169,26,5,1,91,16,,34,20,,4,15,, +hamilbi01,1895,1,PHI,NL,123,517,166,201,22,6,7,74,97,,96,30,,7,9,, +harrijo01,1895,1,BSN,NL,18,65,21,18,0,2,2,13,3,,7,5,,1,2,, +hartbi01,1895,1,PIT,NL,36,106,8,25,5,2,0,11,1,,1,12,,0,3,, +hassabi01,1895,1,WAS,NL,86,363,42,101,18,4,1,60,8,,26,13,,0,6,, +hassabi01,1895,2,LS3,NL,23,96,7,20,2,2,0,14,0,,3,4,,0,2,, +hatfigi01,1895,1,LS3,NL,5,16,3,3,0,0,0,1,0,,1,1,,1,1,, +hawlepi01,1895,1,PIT,NL,57,185,33,57,14,3,5,42,1,,3,20,,2,3,, +hemmige01,1895,1,BLN,NL,35,117,19,33,10,2,1,16,0,,2,12,,0,1,, +hewitja01,1895,1,PIT,NL,4,6,0,1,0,0,0,0,0,,0,1,,0,0,, +hineshu01,1895,1,BRO,NL,2,8,3,2,0,0,0,1,0,,2,0,,0,0,, +hodsoge01,1895,1,PHI,NL,4,5,1,0,0,0,0,0,0,,1,2,,0,0,, +hoffebi01,1895,1,BLN,NL,41,126,22,27,3,1,0,9,0,,8,15,,5,3,, +hoganma01,1895,1,SLN,NL,5,18,2,3,1,0,0,2,2,,3,0,,0,2,, +hogrige01,1895,1,CIN,NL,69,239,61,65,8,7,2,34,41,,36,17,,3,4,, +hollibu01,1895,1,CIN,NL,32,127,25,38,9,2,0,20,6,,10,3,,0,1,, +holmedu01,1895,1,LS3,NL,40,161,33,60,10,2,3,20,9,,12,9,,3,3,, +hoydu01,1895,1,CIN,NL,107,429,93,119,21,12,3,55,50,,52,8,,6,3,, +hutchbi01,1895,1,CHN,NL,38,126,12,25,3,3,0,11,1,,5,23,,0,0,, +inksbe01,1895,1,LS3,NL,28,84,9,21,4,0,0,7,0,,6,7,,0,1,, +irwinch01,1895,1,CHN,NL,3,10,4,2,0,0,0,0,0,,2,1,,0,0,, +jennihu01,1895,1,BLN,NL,131,529,159,204,41,7,4,125,53,,24,17,,32,28,, +jordaha01,1895,1,PIT,NL,2,7,0,2,0,0,0,1,0,,0,2,,0,0,, +joycebi01,1895,1,WAS,NL,127,479,110,149,26,13,17,97,29,,96,56,,14,7,, +kahoemi01,1895,1,CIN,NL,3,4,0,0,0,0,0,0,0,,0,0,,0,0,, +keelewi01,1895,1,BLN,NL,131,565,162,213,24,15,4,78,47,,37,12,,14,21,, +kellejo01,1895,1,BLN,NL,131,518,148,189,26,19,10,134,54,,77,29,,10,12,, +kemmebi01,1895,1,LS3,NL,11,38,5,7,0,0,1,3,0,,2,4,,0,1,, +kennebr01,1895,1,BRO,NL,41,131,19,40,4,1,0,21,0,,4,6,,0,1,, +killefr01,1895,1,PIT,NL,14,38,7,13,0,1,0,5,2,,6,7,,1,0,, +kinlowa01,1895,1,SLN,NL,1,3,0,1,0,0,0,0,0,,0,2,,0,0,, +kinslto01,1895,1,PIT,NL,19,62,10,14,2,0,0,5,1,,2,2,,0,3,, +kissibi01,1895,1,BLN,NL,2,5,1,1,0,0,0,0,0,,0,1,,0,0,, +kissibi01,1895,2,SLN,NL,33,97,8,24,6,1,0,8,1,,0,11,,0,1,, +kittrma01,1895,1,CHN,NL,60,212,30,48,6,3,3,29,6,,16,9,,1,6,, +klingbi01,1895,1,LS3,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +knausfr01,1895,1,NY1,NL,1,1,0,0,0,0,0,0,0,,0,1,,0,0,, +knellph01,1895,1,LS3,NL,10,26,3,6,2,1,0,6,1,,1,4,,0,0,, +knellph01,1895,2,CL4,NL,20,55,9,11,2,1,0,5,1,,1,9,,1,1,, +lachaca01,1895,1,BRO,NL,128,541,102,170,23,9,8,111,37,,29,48,,8,3,, +lampehe01,1895,1,PHI,NL,7,16,1,2,0,1,0,0,0,,2,6,,0,0,, +langebi01,1895,1,CHN,NL,123,478,120,186,27,16,10,98,67,,55,24,,4,9,, +lathaar01,1895,1,CIN,NL,112,460,93,143,14,6,2,69,48,,42,25,,5,7,, +longhe01,1895,1,BSN,NL,125,540,109,170,23,10,9,75,36,,31,13,,3,21,, +lowebo01,1895,1,BSN,NL,100,417,102,124,12,7,7,62,24,,40,16,,8,16,, +lubypa01,1895,1,LS3,NL,19,53,6,15,2,2,0,9,2,,8,3,,4,0,, +lucidco01,1895,1,BRO,NL,21,53,14,13,0,3,0,10,0,,7,9,,0,2,, +lucidco01,1895,2,PHI,NL,10,29,8,10,3,1,0,5,0,,3,5,,2,1,, +lushbi01,1895,1,WAS,NL,5,18,2,6,0,0,0,2,0,,2,1,,0,0,, +lyonsde01,1895,1,SLN,NL,34,132,24,39,6,0,2,25,3,,15,7,,3,1,, +mackco01,1895,1,PIT,NL,14,49,12,15,2,0,0,4,1,,7,1,,1,2,, +madisar01,1895,1,PHI,NL,11,34,6,12,3,0,0,8,4,,1,1,,0,1,, +mahonda01,1895,1,WAS,NL,6,12,2,2,0,0,0,1,0,,0,0,,0,0,, +malarjo01,1895,1,WAS,NL,22,37,2,5,0,0,0,4,0,,2,8,,0,0,, +maulal01,1895,1,WAS,NL,22,72,9,18,5,2,0,16,0,,6,7,,0,2,, +mcaleji01,1895,1,CL4,NL,132,532,85,144,17,3,0,68,32,,38,37,,6,8,, +mccarto01,1895,1,BSN,NL,117,452,90,131,13,2,2,73,18,,72,12,,3,15,, +mccaubi01,1895,1,WAS,NL,1,2,0,0,0,0,0,0,0,,0,0,,0,0,, +mccorba01,1895,1,LS3,NL,3,12,2,3,0,1,0,0,1,,0,0,,0,1,, +mccreto01,1895,1,LS3,NL,31,108,18,35,3,1,0,10,3,,8,15,,1,2,, +mcdermi02,1895,1,LS3,NL,33,82,12,13,2,3,0,4,1,,13,11,,1,0,, +mcdoude01,1895,1,SLN,NL,18,41,1,6,1,0,0,6,0,,8,16,,0,0,, +mcdousa01,1895,1,BRO,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +mcfadgu01,1895,1,SLN,NL,4,14,1,3,0,0,0,2,0,,0,2,,0,1,, +mcfarda01,1895,1,LS3,NL,7,21,2,5,1,0,0,1,0,,0,3,,0,0,, +mcfarmo01,1895,1,CHN,NL,2,7,0,1,0,0,0,0,0,,0,3,,0,1,, +mcganam01,1895,1,LS3,NL,20,73,9,21,5,2,0,9,6,,8,6,,0,1,, +mcgarch01,1895,1,CL4,NL,113,422,86,114,14,2,2,59,19,,35,33,,1,14,, +mcgilwi01,1895,1,PHI,NL,20,63,7,14,6,0,0,11,0,,6,3,,0,1,, +mcgrajo01,1895,1,BLN,NL,96,388,110,143,13,6,2,48,61,,60,9,,5,6,, +mcguide01,1895,1,WAS,NL,133,538,89,181,30,8,10,97,17,,40,18,,5,5,, +mcjamdo01,1895,1,WAS,NL,2,7,1,1,0,0,0,1,0,,0,0,,0,0,, +mckeaed01,1895,1,CL4,NL,132,569,131,194,32,17,8,119,13,,46,26,,7,11,, +mcmahsa01,1895,1,BLN,NL,15,51,5,16,1,0,0,5,1,,3,2,,1,1,, +mcphebi01,1895,1,CIN,NL,115,432,107,129,24,12,1,75,30,,73,30,,8,7,, +meakige01,1895,1,LS3,NL,1,3,1,1,0,0,0,0,0,,0,1,,0,0,, +meekijo01,1895,1,NY1,NL,31,96,16,28,4,3,1,16,2,,3,11,,1,0,, +menefjo01,1895,1,PIT,NL,2,0,0,0,0,0,0,0,0,,0,0,,0,0,, +mercewi01,1895,1,WAS,NL,64,201,26,51,9,1,1,26,7,,12,33,,3,5,, +merribi01,1895,1,CIN,NL,22,79,9,14,2,0,0,12,2,,6,5,,0,3,, +merribi01,1895,2,PIT,NL,67,239,32,68,5,1,0,27,2,,18,16,,2,4,, +milledo01,1895,1,SLN,NL,122,494,81,144,15,4,5,74,18,,25,12,,6,1,, +milledu01,1895,1,CIN,NL,132,529,103,177,31,16,10,112,43,,33,34,,4,7,, +minneda01,1895,1,LS3,NL,8,34,6,13,0,0,0,6,0,,1,1,,0,0,, +molesca01,1895,1,WAS,NL,4,7,0,1,0,0,0,0,0,,0,3,,0,0,, +moranbi01,1895,1,CHN,NL,15,55,8,9,2,1,1,9,2,,3,2,,1,0,, +moransa01,1895,1,PIT,NL,11,26,5,4,0,1,1,1,0,,1,1,,0,0,, +morrito02,1895,1,LS3,NL,6,22,3,6,0,2,0,4,0,,1,1,,0,1,, +mulvejo01,1895,1,BRO,NL,13,49,8,15,4,1,0,8,1,,2,0,,0,1,, +murphmo01,1895,1,CIN,NL,25,82,15,22,2,0,0,16,6,,11,8,,0,1,, +murphya01,1895,1,NY1,NL,51,184,35,37,6,2,0,16,7,,27,13,,0,2,, +nashbi01,1895,1,BSN,NL,133,513,97,149,24,6,10,110,18,,74,19,,3,11,, +nichoki01,1895,1,BSN,NL,49,161,23,37,3,2,0,18,0,,14,29,,0,1,, +nichopa01,1895,1,WAS,NL,10,38,7,7,2,1,0,5,6,,7,4,,0,0,, +nilesbi01,1895,1,PIT,NL,11,37,2,8,0,0,0,0,2,,5,2,,0,1,, +nycech01,1895,1,BSN,NL,9,35,7,8,5,0,2,9,0,,4,2,,1,0,, +obriejo02,1895,1,LS3,NL,128,539,82,138,10,4,1,50,15,,45,20,,10,18,, +oconnja01,1895,1,CL4,NL,90,343,52,100,14,10,0,58,11,,31,22,,3,12,, +omearto01,1895,1,CL4,NL,1,1,1,0,0,0,0,0,0,,1,0,,0,0,, +orthal01,1895,1,PHI,NL,11,45,8,16,4,0,1,13,0,,1,6,,0,2,, +ottenjo01,1895,1,SLN,NL,26,87,8,21,0,0,0,8,2,,5,8,,0,1,, +parkedo01,1895,1,CHN,NL,7,22,3,7,0,1,0,2,0,,1,1,,1,0,, +parroji01,1895,1,CHN,NL,3,4,0,1,0,0,0,0,0,,0,0,,0,1,, +parroto01,1895,1,CIN,NL,64,201,35,69,13,7,3,41,10,,11,8,,0,6,, +peitzhe01,1895,1,SLN,NL,90,334,44,95,14,12,2,65,9,,29,20,,2,2,, +pfefffr01,1895,1,LS3,NL,11,45,8,13,1,0,0,5,2,,5,3,,0,0,, +phillbi02,1895,1,CIN,NL,19,48,9,15,3,1,0,6,1,,2,4,,0,0,, +pondar01,1895,1,BLN,NL,7,6,0,2,0,1,0,0,0,,0,2,,0,0,, +prestwa01,1895,1,LS3,NL,50,197,42,55,6,4,1,24,11,,17,17,,10,1,, +purneos01,1895,1,WAS,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +quinnjo02,1895,1,SLN,NL,135,547,86,172,19,9,3,76,22,,37,7,,2,16,, +reillch02,1895,1,PHI,NL,49,179,28,48,6,1,0,25,7,,13,12,,5,11,, +reitzhe01,1895,1,BLN,NL,71,245,45,72,15,5,0,29,15,,18,11,,3,9,, +rhinebi01,1895,1,CIN,NL,38,113,20,25,2,2,0,23,0,,8,7,,1,2,, +robinwi01,1895,1,BLN,NL,77,282,38,74,19,1,0,48,11,,12,19,,1,6,, +rusieam01,1895,1,NY1,NL,53,179,14,44,3,1,1,19,2,,0,28,,0,0,, +ryanja01,1895,1,BSN,NL,49,189,22,55,7,0,0,18,3,,6,6,,0,8,, +ryanji01,1895,1,CHN,NL,108,438,83,139,22,8,6,49,18,,48,22,,6,4,, +ryanmi01,1895,1,SLN,NL,2,2,0,0,0,0,0,0,0,,0,0,,0,0,, +samulik01,1895,1,SLN,NL,24,74,5,17,2,0,0,5,5,,5,7,,0,4,, +scheifr01,1895,1,WAS,NL,49,172,18,31,5,2,0,25,5,,17,23,,1,4,, +schripo01,1895,1,NY1,NL,24,92,16,29,2,1,1,16,3,,9,10,,1,1,, +selbaki01,1895,1,WAS,NL,130,519,116,168,22,22,6,55,31,,71,28,,1,6,, +sextofr01,1895,1,BSN,NL,10,26,3,7,0,0,0,3,0,,1,1,,0,1,, +sheehbi01,1895,1,SLN,NL,52,180,24,57,3,6,1,18,7,,20,6,,3,4,, +shindbi01,1895,1,BRO,NL,117,481,92,135,21,2,3,70,17,,47,28,,11,6,, +shochge01,1895,1,BRO,NL,61,216,49,56,9,7,0,29,7,,32,6,,5,2,, +shugafr01,1895,1,LS3,NL,113,473,61,125,14,13,4,70,14,,31,25,,4,3,, +smithel01,1895,1,PIT,NL,125,484,89,146,15,12,1,81,34,,55,25,,6,3,, +smithge01,1895,1,CIN,NL,127,503,75,151,23,6,4,74,13,,34,24,,0,3,, +smithto02,1895,1,PHI,NL,11,33,1,8,1,0,0,3,0,,3,6,,0,0,, +spiesha01,1895,1,CIN,NL,14,50,2,11,0,1,0,5,0,,3,2,,0,1,, +spiesha01,1895,2,LS3,NL,72,276,42,74,14,7,2,35,4,,11,19,,7,0,, +staffge01,1895,1,NY1,NL,124,463,79,129,12,5,3,73,42,,40,32,,6,1,, +staleha01,1895,1,SLN,NL,23,67,4,9,0,2,0,1,1,,4,1,,0,2,, +steined01,1895,1,BRO,NL,32,104,12,26,3,2,0,14,0,,5,15,,4,2,, +stenzja01,1895,1,PIT,NL,130,518,114,192,38,13,7,97,53,,57,25,,11,6,, +stewaac01,1895,1,CHN,NL,97,365,52,88,8,10,8,76,14,,39,40,,0,4,, +stiveja01,1895,1,BSN,NL,46,158,20,30,6,4,0,24,1,,6,18,,0,2,, +stockot01,1895,1,WAS,NL,25,74,12,23,4,2,0,15,1,,3,8,,0,1,, +stockot01,1895,2,BSN,NL,5,15,3,4,0,0,0,1,0,,1,2,,0,0,, +stratsc01,1895,1,CHN,NL,10,24,3,7,1,1,0,2,1,,4,2,,0,1,, +stuarbi01,1895,1,PIT,NL,19,77,5,19,3,0,0,10,2,,2,6,,1,0,, +sugdejo01,1895,1,PIT,NL,50,158,28,48,4,1,1,17,4,,16,12,,3,6,, +sulliji01,1895,1,BSN,NL,22,85,14,15,3,0,0,8,2,,7,14,,0,1,, +sullijo01,1895,1,PHI,NL,94,373,75,126,7,3,2,50,15,,24,20,,11,10,, +sullimi02,1895,1,CL4,NL,4,15,2,2,1,0,0,1,0,,0,3,,0,0,, +sweenda01,1895,1,LS3,NL,22,90,18,24,5,0,1,16,2,,17,2,,1,0,, +tayloja01,1895,1,PHI,NL,42,155,26,45,11,2,3,35,3,,7,18,,2,1,, +tebeage01,1895,1,CL4,NL,92,341,58,111,16,6,0,68,12,,50,29,,1,0,, +tebeapa01,1895,1,CL4,NL,63,264,50,84,13,2,2,52,8,,16,18,,2,0,, +tebeapu01,1895,1,CL4,NL,2,6,3,3,0,0,0,1,1,,2,1,,0,0,, +tennefr02,1895,1,BSN,NL,49,173,35,47,9,1,1,21,6,,24,5,,0,3,, +terryad01,1895,1,CHN,NL,40,137,18,30,3,2,1,10,1,,2,17,,1,5,, +thompsa01,1895,1,PHI,NL,119,538,131,211,45,21,18,165,27,,31,11,,5,2,, +thornwa01,1895,1,CHN,NL,8,22,4,7,1,0,1,7,0,,3,1,,0,0,, +tiernmi01,1895,1,NY1,NL,120,476,127,165,23,21,7,70,36,,66,19,,1,5,, +treadge01,1895,1,BRO,NL,87,343,56,89,14,3,8,57,9,,33,22,,2,2,, +trostmi01,1895,1,LS3,NL,3,12,1,1,0,0,0,1,1,,0,1,,0,0,, +trubyha01,1895,1,CHN,NL,33,119,17,40,3,0,0,16,7,,10,7,,3,3,, +tucketo01,1895,1,BSN,NL,126,465,87,115,19,6,3,73,15,,63,29,,19,11,, +turnetu01,1895,1,PHI,NL,59,210,51,81,8,6,2,43,14,,25,11,,1,3,, +vanhage01,1895,1,NY1,NL,131,521,113,177,23,19,8,103,32,,57,29,,3,6,, +vaughfa01,1895,1,CIN,NL,92,334,60,102,23,5,1,48,15,,17,10,,0,4,, +wadswja01,1895,1,LS3,NL,2,4,0,1,0,0,0,0,0,,0,0,,0,1,, +wallabo01,1895,1,CL4,NL,30,98,16,21,2,3,0,10,0,,6,17,,2,6,, +warnejo01,1895,1,BSN,NL,3,7,2,1,0,0,0,1,0,,1,0,,1,0,, +warnejo01,1895,2,LS3,NL,67,232,20,62,4,2,1,20,10,,11,16,,7,3,, +welchtu01,1895,1,LS3,NL,47,153,18,37,4,1,1,8,2,,13,7,,2,1,, +weyhigu01,1895,1,PHI,NL,2,4,0,0,0,0,0,0,0,,0,1,,0,0,, +weyhigu01,1895,2,PIT,NL,1,4,2,1,1,0,0,1,0,,0,0,,0,0,, +weyhigu01,1895,3,LS3,NL,28,89,9,20,2,0,1,10,1,,11,27,,0,0,, +whitede02,1895,1,PHI,NL,3,8,0,1,0,0,0,1,0,,0,0,,0,1,, +wilmowa01,1895,1,CHN,NL,108,466,86,132,16,6,8,72,28,,30,19,,0,10,, +wilsopa01,1895,1,NY1,NL,67,238,32,56,9,0,0,30,11,,14,16,,1,2,, +wilsoze01,1895,1,BSN,NL,6,19,3,6,0,0,1,6,0,,0,1,,0,0,, +wilsoze01,1895,2,CL4,NL,9,22,2,3,0,0,0,3,3,,1,2,,0,2,, +wisneph01,1895,1,WAS,NL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +woerljo01,1895,1,WAS,NL,1,3,1,1,0,0,0,0,0,,0,0,,0,1,, +wrighda01,1895,1,PIT,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +wrighjo01,1895,1,LS3,NL,60,228,30,63,10,4,1,30,7,,12,28,,1,2,, +youngcy01,1895,1,CL4,NL,47,140,20,30,5,2,0,13,0,,11,20,,1,2,, +zahnefr01,1895,1,LS3,NL,21,49,7,11,1,1,0,6,0,,6,4,,1,0,, +zimmech01,1895,1,CL4,NL,88,315,60,107,21,2,5,56,14,,33,30,,9,0,, +abbeybe01,1896,1,BRO,NL,25,63,7,12,1,2,0,7,0,,6,13,,0,4,, +abbeych01,1896,1,WAS,NL,79,301,47,79,12,6,1,49,16,,27,20,,4,10,, +anderjo01,1896,1,BRO,NL,108,430,70,135,23,17,1,55,37,,18,23,,2,1,, +anderva01,1896,1,WAS,NL,2,5,1,3,1,0,0,2,0,,0,1,,0,0,, +ansonca01,1896,1,CHN,NL,108,402,72,133,18,2,2,90,24,,49,10,,3,5,, +banksbi01,1896,1,BSN,NL,4,11,0,3,0,0,0,0,0,,1,3,,0,0,, +bannoji01,1896,1,BSN,NL,89,344,53,87,9,5,0,50,16,,32,23,,1,8,, +bannoto01,1896,1,NY1,NL,2,7,1,1,1,0,0,0,0,,1,1,,0,0,, +becklja01,1896,1,PIT,NL,59,217,44,55,7,5,3,32,8,,22,28,,10,9,, +becklja01,1896,2,NY1,NL,46,182,37,55,8,4,6,38,11,,9,7,,5,1,, +bergema01,1896,1,BSN,NL,65,245,39,66,6,4,4,37,6,,11,22,,3,4,, +bierblo01,1896,1,PIT,NL,59,258,33,74,10,6,0,39,7,,5,7,,0,2,, +blakeha01,1896,1,CL4,NL,104,383,66,92,12,5,1,43,10,,46,30,,0,9,, +bonnefr01,1896,1,BRO,NL,9,34,8,6,2,0,0,5,1,,2,8,,2,0,, +bowency01,1896,1,NY1,NL,2,3,1,1,0,0,0,1,0,,1,2,,0,2,, +bowerfr01,1896,1,BLN,NL,4,16,0,2,0,0,0,4,0,,1,0,,0,0,, +boydja01,1896,1,WAS,NL,4,13,1,1,0,0,0,1,0,,1,1,,1,0,, +boyleed01,1896,1,LS3,NL,3,9,0,0,0,0,0,0,0,,2,2,,0,0,, +boyleed01,1896,2,PIT,NL,2,5,0,0,0,0,0,0,0,,0,1,,0,0,, +boyleja01,1896,1,PHI,NL,40,145,17,43,4,1,1,28,3,,6,7,,5,2,, +breitte01,1896,1,SLN,NL,51,162,21,42,5,2,0,12,8,,13,26,,0,7,, +briggbu01,1896,1,CHN,NL,26,78,5,10,0,2,0,6,0,,7,14,,0,0,, +brodist01,1896,1,BLN,NL,132,516,98,153,19,11,2,87,25,,36,17,,18,3,, +broutda01,1896,1,PHI,NL,57,218,42,75,13,3,1,41,7,,44,11,,4,1,, +brownto01,1896,1,WAS,NL,116,435,87,128,17,6,2,59,28,,58,49,,6,14,, +burkeed01,1896,1,CIN,NL,122,521,120,177,24,9,1,52,53,,41,29,,4,9,, +burkeje01,1896,1,CL4,NL,133,586,160,240,27,16,6,72,34,,49,19,,7,5,, +burrebu01,1896,1,BRO,NL,62,206,19,62,11,3,0,23,1,,15,13,,0,4,, +campfsa01,1896,1,NY1,NL,6,12,2,2,1,0,0,3,0,,1,2,,0,0,, +carseki01,1896,1,PHI,NL,27,81,13,18,2,2,0,7,1,,11,12,,0,3,, +cartwed01,1896,1,WAS,NL,133,499,76,138,15,10,1,62,28,,54,44,,2,6,, +cassipe01,1896,1,LS3,NL,49,184,16,39,1,1,0,12,5,,7,7,,4,3,, +chambel01,1896,1,CL4,NL,2,3,1,0,0,0,0,0,0,,1,1,,0,0,, +childcu01,1896,1,CL4,NL,132,498,106,177,24,9,1,106,25,,100,18,,4,13,, +clarkbo02,1896,1,BLN,NL,80,300,48,89,14,7,2,71,7,,14,12,,8,8,, +clarkda01,1896,1,NY1,NL,49,147,11,30,0,1,0,10,0,,12,19,,1,1,, +clarkda02,1896,1,BLN,NL,7,18,4,5,0,0,0,2,0,,2,3,,0,1,, +clarkfr01,1896,1,LS3,NL,131,517,96,168,15,18,9,79,34,,43,34,,14,7,, +clarkwi01,1896,1,NY1,NL,72,247,38,72,12,4,0,33,8,,15,12,,8,2,, +clausfr01,1896,1,LS3,NL,2,4,0,0,0,0,0,0,0,,0,0,,0,0,, +clemeja01,1896,1,PHI,NL,57,184,35,66,5,7,5,45,2,,17,14,,5,6,, +clingbi01,1896,1,LS3,NL,121,423,57,99,10,2,2,37,19,,57,51,,3,4,, +colliji01,1896,1,BSN,NL,84,304,48,90,10,9,1,46,10,,30,12,,8,8,, +connafr01,1896,1,NY1,NL,88,315,53,82,3,2,2,43,22,,25,7,,2,5,, +connoro01,1896,1,SLN,NL,126,483,71,137,21,9,11,72,10,,52,14,,2,0,, +cooledu01,1896,1,SLN,NL,40,166,29,51,5,3,0,13,12,,7,3,,0,5,, +cooledu01,1896,2,PHI,NL,64,287,63,88,6,4,2,22,18,,18,16,,0,9,, +corbejo01,1896,1,BLN,NL,9,22,0,6,1,1,0,3,0,,0,4,,0,0,, +corcoto01,1896,1,BRO,NL,132,532,63,154,15,7,3,73,16,,15,13,,1,12,, +crigelo01,1896,1,CL4,NL,2,5,0,0,0,0,0,0,1,,1,0,,0,0,, +crookja01,1896,1,WAS,NL,25,84,20,24,3,0,3,20,2,,16,8,,1,5,, +crookja01,1896,2,LS3,NL,39,122,19,29,5,1,2,15,8,,20,8,,2,0,, +crossla01,1896,1,PHI,NL,106,406,63,104,23,5,1,73,8,,32,14,,1,14,, +crossmo01,1896,1,SLN,NL,125,427,66,104,10,6,6,52,40,,58,48,,6,11,, +cunnibe01,1896,1,LS3,NL,29,88,11,22,3,2,2,15,0,,5,14,,0,1,, +cuppyni01,1896,1,CL4,NL,47,141,29,38,5,2,1,20,1,,20,21,,1,4,, +dahlebi01,1896,1,CHN,NL,125,474,137,167,30,19,9,74,51,,64,36,,8,27,, +dailyco01,1896,1,CHN,NL,9,27,1,2,0,0,0,1,1,,1,2,,0,1,, +dalyto01,1896,1,BRO,NL,67,224,43,63,13,6,3,29,19,,33,25,,5,0,, +daubda01,1896,1,BRO,NL,32,84,9,19,1,2,0,14,1,,10,12,,1,0,, +davisge01,1896,1,NY1,NL,124,494,98,158,25,12,5,99,48,,50,24,,4,6,, +davisha01,1896,1,NY1,NL,64,233,43,64,11,10,2,50,16,,31,20,,5,5,, +davisha01,1896,2,PIT,NL,44,168,24,32,5,6,0,23,9,,13,21,,2,4,, +daviswi01,1896,1,CIN,NL,2,1,1,0,0,0,0,0,0,,0,0,,1,0,, +deckege01,1896,1,CHN,NL,107,421,68,118,23,11,5,61,20,,23,14,,0,8,, +delahed01,1896,1,PHI,NL,123,499,131,198,44,17,13,126,37,,62,22,,9,4,, +delahto01,1896,1,CL4,NL,16,56,11,13,4,0,0,4,4,,8,4,,1,1,, +delahto01,1896,2,PIT,NL,1,3,1,1,0,0,0,0,0,,0,0,,0,0,, +demonge01,1896,1,WAS,NL,133,533,94,183,24,5,8,77,28,,29,27,,3,16,, +dextech01,1896,1,LS3,NL,107,402,65,112,18,7,3,37,21,,17,34,,6,2,, +dohened01,1896,1,NY1,NL,17,40,5,6,1,0,0,3,1,,4,8,,1,0,, +dolanco01,1896,1,BSN,NL,6,14,4,2,0,0,0,0,0,,0,1,,0,2,, +dolanjo02,1896,1,LS3,NL,44,165,14,35,2,1,3,18,6,,9,12,,0,1,, +donahre01,1896,1,SLN,NL,33,107,5,17,2,0,0,9,1,,3,23,,1,3,, +donahti01,1896,1,CHN,NL,57,188,27,41,10,1,0,20,11,,11,15,,4,4,, +donneji01,1896,1,BLN,NL,106,396,70,130,14,10,0,71,38,,34,11,,4,20,, +donovpa01,1896,1,PIT,NL,131,573,113,183,20,5,3,59,48,,35,18,,11,5,, +douglkl01,1896,1,SLN,NL,81,296,42,78,6,4,1,28,18,,35,15,,5,5,, +dowdto01,1896,1,SLN,NL,126,521,93,138,17,11,5,46,40,,42,19,,2,11,, +doyleja01,1896,1,BLN,NL,118,487,116,165,29,4,1,101,73,,42,15,,8,9,, +duffyhu01,1896,1,BSN,NL,131,527,97,158,16,8,5,113,39,,52,19,,2,20,, +dwyerfr01,1896,1,CIN,NL,36,110,17,29,4,4,0,15,3,,11,15,,1,3,, +ehretre01,1896,1,CIN,NL,34,102,10,20,2,0,1,20,2,,10,12,,0,5,, +ellisbe01,1896,1,PHI,NL,4,16,0,1,0,0,0,0,0,,3,6,,0,0,, +elybo01,1896,1,PIT,NL,128,537,85,153,15,9,3,77,18,,33,33,,0,28,, +emigch01,1896,1,LS3,NL,1,3,0,0,0,0,0,0,0,,0,1,,0,0,, +esperdu01,1896,1,BLN,NL,20,66,7,13,3,1,0,5,0,,1,8,,0,1,, +eustafr01,1896,1,LS3,NL,25,100,18,17,2,2,1,11,4,,6,14,,0,1,, +everibi01,1896,1,CHN,NL,132,575,130,184,16,13,2,46,46,,41,43,,2,7,, +ewingbu01,1896,1,CIN,NL,69,263,41,73,14,4,1,38,41,,29,13,,0,4,, +farredu01,1896,1,NY1,NL,58,191,23,54,7,3,1,37,2,,19,7,,1,7,, +farredu01,1896,2,WAS,NL,37,130,18,39,7,3,1,30,2,,7,3,,2,5,, +fishech04,1896,1,CIN,NL,27,57,10,14,3,0,0,9,1,,6,5,,0,4,, +flynnca01,1896,1,NY1,NL,3,4,1,2,0,0,1,3,0,,0,0,,0,0,, +flynnca01,1896,2,WAS,NL,4,8,0,2,0,0,0,0,0,,0,2,,0,0,, +flynnge01,1896,1,CHN,NL,29,106,15,27,1,2,0,4,12,,11,9,,2,3,, +forembr01,1896,1,PIT,NL,9,20,2,3,0,0,0,2,0,,7,7,,0,0,, +forembr01,1896,2,CIN,NL,4,10,0,2,0,0,0,0,0,,1,2,,0,0,, +foremfr01,1896,1,CIN,NL,27,74,9,18,2,0,0,8,2,,4,6,,0,5,, +fostere01,1896,1,NY1,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +foutzda01,1896,1,BRO,NL,2,8,0,2,1,0,0,0,0,,1,0,,0,0,, +frasech01,1896,1,LS3,NL,45,146,12,22,3,2,0,6,1,,7,34,,1,0,, +frienda01,1896,1,CHN,NL,37,126,12,30,3,3,1,10,2,,3,5,,0,4,, +frienfr01,1896,1,LS3,NL,2,5,1,1,0,0,0,0,0,,1,1,,0,0,, +fullesh01,1896,1,NY1,NL,18,72,10,12,0,0,0,7,4,,14,5,,1,0,, +gallawi01,1896,1,PHI,NL,14,49,9,15,2,0,0,6,0,,10,0,,1,1,, +ganzech01,1896,1,BSN,NL,47,179,28,47,2,0,1,18,2,,9,5,,2,5,, +garvine01,1896,1,PHI,NL,2,6,0,0,0,0,0,1,0,,0,4,,0,0,, +gastrha01,1896,1,CIN,NL,1,2,0,0,0,0,0,0,0,,0,0,,0,0,, +gearda01,1896,1,CL4,NL,4,15,5,6,1,1,0,3,0,,1,1,,0,0,, +geierph01,1896,1,PHI,NL,17,56,12,13,0,1,0,6,3,,6,7,,1,2,, +germale01,1896,1,NY1,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +germale01,1896,2,WAS,NL,30,70,11,16,1,0,1,6,3,,5,5,,2,0,, +gettich01,1896,1,NY1,NL,6,9,3,3,1,0,0,0,0,,0,0,,0,0,, +gilrojo01,1896,1,WAS,NL,1,1,0,0,0,0,0,0,0,,0,1,,0,0,, +gleaski01,1896,1,NY1,NL,133,541,79,162,17,5,4,89,46,,42,13,,2,10,, +goarjo01,1896,1,PIT,NL,3,6,0,1,0,0,0,0,0,,0,0,,0,0,, +gradymi01,1896,1,PHI,NL,72,242,49,77,20,7,1,44,10,,16,19,,9,0,, +greybi01,1896,1,CIN,NL,46,121,15,25,2,1,0,17,6,,19,11,,0,6,, +griffcl01,1896,1,CHN,NL,38,135,22,36,5,2,1,16,3,,9,7,,0,2,, +griffmi01,1896,1,BRO,NL,122,493,101,152,27,9,4,51,23,,48,25,,9,6,, +grimjo01,1896,1,BRO,NL,81,281,32,75,13,1,2,35,7,,12,14,,6,10,, +gumbead01,1896,1,BRO,NL,5,11,0,2,1,0,0,0,0,,1,2,,0,0,, +gumbead01,1896,2,PHI,NL,11,34,7,9,1,1,1,7,1,,0,3,,0,1,, +hallmbi01,1896,1,PHI,NL,120,469,82,150,21,3,2,83,16,,45,23,,2,18,, +hamilbi01,1896,1,BSN,NL,131,524,153,192,24,10,3,55,83,,110,29,,2,6,, +harpege01,1896,1,BRO,NL,16,37,5,6,0,1,0,3,0,,8,3,,0,0,, +harrijo01,1896,1,BSN,NL,54,199,26,40,5,3,1,25,2,,19,17,,1,3,, +hartbi01,1896,1,SLN,NL,49,161,9,30,4,5,0,15,7,,3,15,,1,4,, +hassabi01,1896,1,LS3,NL,30,106,8,26,5,0,2,14,1,,14,7,,0,0,, +hastich01,1896,1,PIT,NL,17,37,5,8,1,0,0,3,0,,4,7,,0,0,, +hawlepi01,1896,1,PIT,NL,50,163,19,39,9,4,1,21,1,,1,22,,3,3,, +hemmige01,1896,1,BLN,NL,30,97,16,25,6,5,0,11,4,,4,7,,1,2,, +hermaar01,1896,1,LS3,NL,14,36,3,5,0,0,0,2,0,,0,11,,0,0,, +hillbi01,1896,1,LS3,NL,43,116,11,24,0,0,0,5,1,,5,23,,0,4,, +hoffebi01,1896,1,BLN,NL,35,125,23,38,7,4,0,15,8,,12,12,,3,3,, +hollibu01,1896,1,CIN,NL,29,84,17,27,4,0,0,8,1,,9,4,,1,1,, +holmedu01,1896,1,LS3,NL,47,141,22,38,3,2,0,18,8,,13,5,,7,4,, +hortoel01,1896,1,PIT,NL,2,7,1,0,0,0,0,0,0,,0,1,,0,0,, +hoydu01,1896,1,CIN,NL,121,443,120,132,23,7,4,57,50,,65,13,,13,33,, +hugheji01,1896,1,PIT,NL,25,65,4,14,1,0,0,5,0,,5,8,,0,0,, +hulenbi01,1896,1,PHI,NL,88,339,87,90,18,7,0,38,23,,55,20,,0,9,, +inksbe01,1896,1,PHI,NL,3,5,1,1,0,0,0,0,0,,0,0,,0,0,, +inksbe01,1896,2,CIN,NL,3,7,1,0,0,0,0,0,0,,1,0,,1,0,, +irwinch01,1896,1,CIN,NL,127,476,77,141,16,6,1,67,31,,26,17,,4,10,, +jennihu01,1896,1,BLN,NL,130,521,125,209,27,9,0,121,70,,19,11,,51,11,, +johnsab02,1896,1,LS3,NL,25,87,10,20,2,1,0,14,0,,4,6,,0,2,, +jonesfi01,1896,1,BRO,NL,104,395,82,140,10,8,3,46,18,,48,15,,2,6,, +jordach01,1896,1,PHI,NL,2,2,1,1,0,0,0,0,0,,0,0,,0,0,, +joycebi01,1896,1,WAS,NL,81,310,85,97,16,10,8,51,32,,67,20,,12,0,, +joycebi01,1896,2,NY1,NL,49,165,36,61,9,2,5,43,13,,34,14,,10,2,, +keelewi01,1896,1,BLN,NL,126,544,153,210,22,13,4,82,67,,37,9,,7,13,, +keeneha01,1896,1,PHI,NL,16,51,6,16,4,0,0,7,3,,1,6,,0,0,, +keistbi01,1896,1,BLN,NL,15,58,8,14,3,0,0,5,4,,3,5,,2,0,, +kellejo01,1896,1,BLN,NL,131,519,148,189,31,19,8,100,87,,91,19,,12,5,, +kennebr01,1896,1,BRO,NL,42,122,12,23,2,0,0,10,1,,2,15,,0,4,, +killefr01,1896,1,PIT,NL,55,173,29,40,4,5,2,25,1,,26,31,,2,3,, +kingsi01,1896,1,WAS,NL,22,58,9,16,6,0,0,12,1,,8,15,,0,3,, +kinslto01,1896,1,LS3,NL,8,25,4,7,0,1,0,7,0,,1,5,,0,1,, +kissibi01,1896,1,SLN,NL,23,73,8,22,4,0,0,12,0,,0,4,,0,2,, +kittrma01,1896,1,CHN,NL,65,215,17,48,4,1,1,19,6,,14,14,,1,5,, +klobefr01,1896,1,BSN,NL,11,41,4,13,1,0,2,8,0,,0,11,,0,0,, +kostajo01,1896,1,LS3,NL,2,0,0,0,0,0,0,0,0,,0,0,,0,0,, +lachaca01,1896,1,BRO,NL,89,348,60,99,10,13,7,58,17,,23,32,,1,8,, +lajoina01,1896,1,PHI,NL,39,175,36,57,12,7,4,42,7,,1,11,,0,2,, +langebi01,1896,1,CHN,NL,122,469,114,153,21,16,4,92,84,,65,24,,5,6,, +lathaar01,1896,1,SLN,NL,8,35,3,7,0,0,0,5,2,,4,3,,0,0,, +leahyda01,1896,1,PHI,NL,2,6,0,2,1,0,0,1,0,,1,2,,0,0,, +lewiste01,1896,1,BSN,NL,6,18,1,2,1,0,0,2,0,,0,1,,0,0,, +lizotab01,1896,1,PIT,NL,7,29,3,3,0,0,0,3,1,,2,2,,0,1,, +longhe01,1896,1,BSN,NL,120,502,106,173,26,8,6,101,38,,26,16,,5,12,, +lowebo01,1896,1,BSN,NL,73,306,59,98,11,4,2,48,15,,20,12,,4,6,, +lucidco01,1896,1,PHI,NL,5,16,0,2,0,0,0,0,1,,0,3,,0,1,, +lushbi01,1896,1,WAS,NL,97,352,74,87,9,11,4,45,28,,66,49,,2,5,, +lyonsde01,1896,1,PIT,NL,118,436,77,134,25,6,4,71,13,,67,25,,5,11,, +mackco01,1896,1,PIT,NL,33,120,9,26,4,1,0,16,0,,5,8,,0,1,, +mainswi01,1896,1,BSN,NL,10,22,2,6,1,0,0,4,0,,0,2,,0,0,, +malarjo01,1896,1,WAS,NL,1,2,1,1,1,0,0,1,0,,0,0,,0,0,, +maulal01,1896,1,WAS,NL,8,28,6,8,1,1,0,5,0,,3,2,,0,0,, +mcaleji01,1896,1,CL4,NL,116,455,70,131,16,4,1,54,24,,47,32,,5,18,, +mcallsp01,1896,1,CL4,NL,8,27,2,6,2,0,0,1,1,,0,2,,1,1,, +mcbrial01,1896,1,CHN,NL,9,29,2,7,1,1,1,7,0,,7,3,,0,0,, +mccarto01,1896,1,BRO,NL,104,377,62,94,8,4,3,47,22,,34,17,,3,9,, +mccaupa01,1896,1,WAS,NL,26,84,14,21,3,0,3,11,3,,7,8,,1,3,, +mccorba01,1896,1,CHN,NL,45,168,22,37,3,1,1,23,9,,14,30,,0,3,, +mccreto01,1896,1,LS3,NL,115,441,87,155,23,21,7,65,26,,42,58,,1,9,, +mcdermi02,1896,1,LS3,NL,12,27,6,8,2,0,0,1,0,,2,2,,0,1,, +mcdoude01,1896,1,SLN,NL,3,3,0,0,0,0,0,0,0,,0,1,,0,0,, +mcfared01,1896,1,SLN,NL,83,290,48,70,13,4,3,36,7,,15,17,,1,10,, +mcfarhe01,1896,1,LS3,NL,30,110,11,21,4,1,1,12,4,,9,14,,0,1,, +mcfarmo01,1896,1,CHN,NL,4,12,0,0,0,0,0,0,0,,0,3,,0,1,, +mcganda01,1896,1,BSN,NL,43,171,25,55,6,7,2,30,2,,12,10,,5,0,, +mcgarch01,1896,1,CL4,NL,113,455,68,122,16,4,1,53,16,,22,30,,0,9,, +mcgilwi01,1896,1,PHI,NL,12,29,4,6,1,1,0,2,0,,2,3,,0,2,, +mcgrajo01,1896,1,BLN,NL,23,77,20,25,2,2,0,14,13,,11,4,,2,0,, +mcguide01,1896,1,WAS,NL,108,389,60,125,25,3,2,70,12,,30,14,,6,6,, +mcjamdo01,1896,1,WAS,NL,37,111,8,18,1,0,0,5,1,,3,19,,0,3,, +mckeaed01,1896,1,CL4,NL,133,571,100,193,29,12,7,112,13,,45,9,,2,12,, +mcmahsa01,1896,1,BLN,NL,22,73,6,9,2,0,0,4,1,,1,5,,1,0,, +mcphebi01,1896,1,CIN,NL,117,433,81,132,18,7,1,87,48,,51,18,,10,8,, +meekijo01,1896,1,NY1,NL,43,144,27,43,6,5,2,16,2,,12,9,,0,0,, +mercewi01,1896,1,WAS,NL,49,156,23,38,1,1,1,14,9,,9,18,,4,2,, +merribi01,1896,1,PIT,NL,77,282,26,82,8,2,1,42,3,,18,10,,1,10,, +mertesa01,1896,1,PHI,NL,37,143,20,34,4,4,0,14,19,,8,10,,2,4,, +milledo01,1896,1,LS3,NL,98,324,54,89,17,4,1,33,16,,27,9,,2,3,, +milledu01,1896,1,CIN,NL,125,504,91,162,38,12,4,93,76,,33,30,,4,18,, +morrito02,1896,1,LS3,NL,8,27,3,4,1,0,0,0,0,,4,4,,0,0,, +murphmo01,1896,1,SLN,NL,49,175,12,45,5,2,0,11,1,,8,14,,0,6,, +myersbe01,1896,1,SLN,NL,122,454,47,116,12,8,0,37,8,,40,32,,3,8,, +nashbi01,1896,1,PHI,NL,65,227,29,56,9,1,3,30,3,,34,21,,4,4,, +nichoki01,1896,1,BSN,NL,51,147,27,28,3,3,1,24,2,,12,18,,1,9,, +nilanto01,1896,1,SLN,NL,18,68,3,12,0,1,0,3,0,,5,4,,1,1,, +nopsje01,1896,1,PHI,NL,1,4,0,0,0,0,0,0,0,,0,3,,0,0,, +nopsje01,1896,2,BLN,NL,3,9,1,1,0,0,0,1,0,,1,2,,0,0,, +nortoef01,1896,1,WAS,NL,8,19,2,4,0,1,0,0,0,,0,2,,0,0,, +obriejo02,1896,1,LS3,NL,49,186,24,63,9,1,2,24,4,,13,7,,1,1,, +obriejo02,1896,2,WAS,NL,73,270,38,72,6,3,4,33,4,,27,12,,5,7,, +oconnja01,1896,1,CL4,NL,68,256,41,76,11,1,1,43,15,,15,12,,3,7,, +omearto01,1896,1,CL4,NL,12,33,5,5,0,0,0,0,0,,5,7,,0,0,, +orthal01,1896,1,PHI,NL,25,82,12,21,3,3,1,13,2,,3,11,,0,0,, +paddedi01,1896,1,PIT,NL,61,219,33,53,4,8,2,24,8,,14,9,,2,4,, +parkedo01,1896,1,CHN,NL,10,36,4,10,0,1,0,4,0,,1,5,,0,0,, +parroto01,1896,1,SLN,NL,118,474,62,138,13,12,7,70,12,,11,24,,0,14,, +payneha01,1896,1,BRO,NL,38,98,5,21,4,1,0,10,0,,9,3,,0,4,, +peitzhe01,1896,1,CIN,NL,68,211,33,63,12,5,2,34,7,,30,15,,0,6,, +pfefffr01,1896,1,NY1,NL,4,14,1,2,0,0,0,4,0,,1,1,,1,0,, +pfefffr01,1896,2,CHN,NL,94,360,45,88,16,7,2,52,22,,23,20,,2,3,, +pickeol01,1896,1,LS3,NL,45,165,28,50,6,4,1,22,13,,12,11,,0,1,, +pondar01,1896,1,BLN,NL,28,81,10,19,2,0,0,8,1,,8,10,,0,5,, +quinnjo02,1896,1,SLN,NL,48,191,19,40,6,1,1,17,8,,9,5,,2,7,, +quinnjo02,1896,2,BLN,NL,24,82,22,27,1,1,0,5,6,,6,1,,0,1,, +reidybi01,1896,1,NY1,NL,2,5,1,0,0,0,0,0,0,,0,0,,0,0,, +reilljo03,1896,1,CHN,NL,9,42,6,9,1,0,0,2,2,,1,1,,0,0,, +reitzhe01,1896,1,BLN,NL,120,464,76,133,15,6,4,106,28,,49,32,,2,12,, +rhinebi01,1896,1,CIN,NL,19,52,4,10,1,0,0,6,0,,2,7,,1,1,, +robinwi01,1896,1,BLN,NL,67,245,43,85,9,6,2,38,9,,14,13,,1,4,, +rogerji01,1896,1,WAS,NL,38,154,21,43,6,4,1,30,3,,10,9,,0,2,, +rogerji01,1896,2,LS3,NL,72,290,39,75,8,6,0,38,13,,15,14,,1,1,, +ryanja01,1896,1,BSN,NL,8,32,2,3,1,0,0,0,0,,0,1,,0,0,, +ryanji01,1896,1,CHN,NL,128,489,83,149,24,10,3,86,29,,46,16,,4,10,, +selbaki01,1896,1,WAS,NL,127,487,100,148,17,13,5,100,49,,76,28,,7,8,, +seymocy01,1896,1,NY1,NL,12,32,2,7,0,0,0,0,0,,0,7,,0,0,, +shannfr01,1896,1,LS3,NL,31,115,14,18,1,1,1,15,3,,13,15,,1,4,, +shearjo01,1896,1,CL4,NL,16,64,6,11,0,1,0,3,3,,4,6,,0,0,, +sheehbi01,1896,1,SLN,NL,6,19,0,3,0,0,0,1,0,,4,0,,0,0,, +shindbi01,1896,1,BRO,NL,131,516,75,144,24,9,1,61,24,,24,20,,4,18,, +shochge01,1896,1,BRO,NL,76,250,36,73,7,4,1,28,11,,33,10,,3,7,, +smithel01,1896,1,PIT,NL,122,484,121,175,21,14,6,94,33,,74,18,,8,6,, +smithge01,1896,1,CIN,NL,120,456,65,131,21,9,3,71,22,,28,22,,1,7,, +smithha02,1896,1,WAS,NL,36,131,21,36,7,2,0,17,9,,12,7,,2,4,, +smithju01,1896,1,PIT,NL,10,35,6,12,2,1,0,4,3,,2,2,,1,1,, +smithto02,1896,1,LS3,NL,15,39,3,8,1,1,0,1,0,,4,5,,0,0,, +staffge01,1896,1,NY1,NL,59,230,28,66,9,1,0,40,15,,13,18,,3,2,, +steined01,1896,1,BRO,NL,17,39,3,10,1,0,0,2,0,,2,6,,0,1,, +stenzja01,1896,1,PIT,NL,114,479,104,173,26,14,2,82,57,,32,13,,8,6,, +stiveja01,1896,1,BSN,NL,67,222,43,77,9,6,3,49,4,,12,10,,1,4,, +stockot01,1896,1,BLN,NL,2,3,1,1,0,1,0,0,0,,0,1,,0,0,, +stransa01,1896,1,LS3,NL,14,46,6,12,0,0,0,7,4,,6,6,,0,0,, +sugdejo01,1896,1,PIT,NL,80,301,42,89,5,7,0,36,5,,19,9,,5,13,, +sulliji01,1896,1,BSN,NL,31,88,9,19,3,0,1,9,0,,2,21,,1,2,, +sullijo01,1896,1,PHI,NL,48,191,45,48,5,3,2,24,9,,18,12,,10,1,, +sullijo01,1896,2,SLN,NL,51,212,25,62,4,2,2,21,5,,9,12,,10,6,, +sullimi02,1896,1,NY1,NL,25,77,10,16,1,0,0,5,0,,1,14,,1,2,, +tayloja01,1896,1,PHI,NL,47,157,10,29,6,0,0,18,0,,9,18,,0,8,, +tebeapa01,1896,1,CL4,NL,132,543,56,146,22,6,2,94,20,,21,22,,3,14,, +tennefr02,1896,1,BSN,NL,88,348,64,117,14,3,2,49,18,,36,12,,1,21,, +terryad01,1896,1,CHN,NL,30,99,14,26,4,2,0,15,4,,8,12,,1,3,, +thompsa01,1896,1,PHI,NL,119,517,103,154,28,7,12,100,12,,28,13,,6,3,, +thornwa01,1896,1,CHN,NL,9,22,6,8,0,1,0,1,2,,5,2,,0,0,, +tiernmi01,1896,1,NY1,NL,133,521,132,192,24,16,7,89,35,,77,18,,2,5,, +treadge01,1896,1,LS3,NL,2,7,0,1,0,0,0,1,0,,1,0,,0,0,, +trubyha01,1896,1,CHN,NL,29,109,13,28,2,2,2,31,4,,6,5,,3,0,, +trubyha01,1896,2,PIT,NL,8,32,1,5,0,0,0,3,1,,2,4,,0,1,, +tucketo01,1896,1,BSN,NL,122,474,74,144,27,5,2,72,6,,30,29,,14,8,, +turnetu01,1896,1,PHI,NL,13,32,12,7,2,0,0,0,6,,8,5,,0,0,, +turnetu01,1896,2,SLN,NL,51,203,30,50,7,8,1,27,6,,14,21,,1,1,, +ulricge01,1896,1,NY1,NL,14,45,4,8,1,0,0,1,0,,1,1,,2,2,, +vanhage01,1896,1,NY1,NL,133,562,136,197,18,21,5,74,39,,55,36,,2,4,, +vaughfa01,1896,1,CIN,NL,114,433,71,127,20,9,2,66,7,,16,7,,1,7,, +wallabo01,1896,1,CL4,NL,45,149,19,35,6,3,1,17,2,,11,21,,0,4,, +warnejo01,1896,1,LS3,NL,33,110,9,25,1,1,0,10,3,,10,10,,2,2,, +warnejo01,1896,2,NY1,NL,19,54,9,14,1,0,0,3,1,,3,7,,1,6,, +weyhigu01,1896,1,LS3,NL,5,15,2,2,0,0,0,1,1,,2,2,,0,0,, +wheelge01,1896,1,PHI,NL,3,9,1,1,0,0,0,0,0,,0,0,,0,0,, +whitrbi01,1896,1,PHI,NL,2,3,0,0,0,0,0,0,0,,0,1,,1,0,, +wilsopa01,1896,1,NY1,NL,75,253,33,60,2,0,0,23,9,,13,14,,1,10,, +wilsoze01,1896,1,CL4,NL,33,100,18,27,3,2,0,13,1,,5,18,,1,2,, +woodjo01,1896,1,SLN,NL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +wrighjo01,1896,1,LS3,NL,2,7,0,2,0,0,0,0,0,,0,1,,0,0,, +wrighjo01,1896,2,PIT,NL,15,52,5,16,2,1,0,6,1,,1,2,,0,0,, +wriglze01,1896,1,WAS,NL,5,9,1,1,0,0,0,2,0,,1,1,,0,0,, +yeagege01,1896,1,BSN,NL,2,5,1,1,0,0,0,0,0,,0,1,,0,0,, +youngcy01,1896,1,CL4,NL,53,180,31,52,11,3,3,28,1,,4,15,,0,2,, +zearfda01,1896,1,NY1,NL,19,60,5,13,1,1,0,6,2,,5,5,,1,0,, +zimmech01,1896,1,CL4,NL,91,336,46,93,18,3,3,46,4,,31,48,,9,5,, +abbated01,1897,1,PHI,NL,3,10,0,3,0,0,0,0,0,,1,2,,0,0,, +abbeych01,1897,1,WAS,NL,80,300,52,78,14,8,3,34,9,,27,15,,4,3,, +allenbo01,1897,1,BSN,NL,34,119,33,38,5,0,1,24,1,,18,8,,0,3,, +amoledo01,1897,1,BLN,NL,11,28,1,3,0,0,0,5,0,,1,3,,2,0,, +anderjo01,1897,1,BRO,NL,117,492,93,160,28,12,4,85,29,,17,14,,7,11,, +ansonca01,1897,1,CHN,NL,114,424,67,121,17,3,3,75,11,,60,27,,4,9,, +beckebo01,1897,1,PHI,NL,5,9,1,1,0,0,0,1,0,,2,3,,0,0,, +becklja01,1897,1,NY1,NL,17,68,8,17,2,3,1,11,2,,2,2,,3,0,, +becklja01,1897,2,CIN,NL,97,365,76,126,17,9,7,76,23,,18,12,,12,4,, +beeched02,1897,1,SLN,NL,3,12,1,4,0,0,0,1,1,,0,0,,0,0,, +beldeir01,1897,1,CL4,NL,8,30,5,8,0,2,0,4,0,,2,6,,1,2,, +bergema01,1897,1,BSN,NL,87,327,47,81,11,3,2,45,5,,18,23,,4,2,, +bierblo01,1897,1,SLN,NL,12,46,1,10,0,0,0,1,2,,0,2,,0,3,, +blackge01,1897,1,BLN,NL,5,13,1,1,0,0,0,0,0,,0,2,,0,0,, +blakeha01,1897,1,CL4,NL,32,117,17,30,3,1,1,15,5,,12,13,,1,2,, +bowerfr01,1897,1,BLN,NL,38,130,16,41,5,0,1,21,3,,1,13,,2,1,, +boyleja01,1897,1,PHI,NL,75,288,37,73,9,1,2,36,3,,19,13,,3,5,, +breitte01,1897,1,CIN,NL,41,124,16,33,4,6,0,23,5,,6,5,,0,4,, +bresnro01,1897,1,WAS,NL,6,16,1,6,0,0,0,3,0,,1,2,,0,0,, +briggbu01,1897,1,CHN,NL,22,81,5,13,0,1,0,5,1,,3,15,,0,2,, +brodist01,1897,1,PIT,NL,100,370,47,108,7,12,2,53,11,,25,13,,7,8,, +brownch01,1897,1,CL4,NL,4,11,1,3,1,0,0,1,0,,0,3,,0,0,, +brownjo02,1897,1,BRO,NL,1,2,0,1,0,0,0,0,0,,0,0,,0,0,, +brownst01,1897,1,CIN,NL,2,5,0,0,0,0,0,0,0,,0,2,,0,0,, +brownto01,1897,1,WAS,NL,116,469,91,137,17,2,5,45,25,,52,63,,1,8,, +burkeed01,1897,1,CIN,NL,95,387,71,103,17,1,1,41,22,,29,17,,6,4,, +burkeje01,1897,1,CL4,NL,127,517,129,198,28,7,2,60,28,,76,25,,7,10,, +burrebu01,1897,1,BRO,NL,33,103,15,25,2,0,2,18,1,,10,9,,0,2,, +butledi01,1897,1,LS3,NL,10,38,3,7,0,0,0,2,1,,0,2,,0,1,, +callani01,1897,1,CHN,NL,94,360,60,105,18,6,3,47,12,,10,25,,5,8,, +canavji01,1897,1,BRO,NL,63,240,25,52,9,3,2,34,9,,26,18,,2,1,, +carseki01,1897,1,PHI,NL,4,13,1,3,0,0,0,1,0,,0,0,,0,1,, +carseki01,1897,2,SLN,NL,13,43,2,13,2,2,0,5,1,,1,6,,0,0,, +cartwed01,1897,1,WAS,NL,33,124,19,29,4,0,0,15,9,,8,8,,1,0,, +childcu01,1897,1,CL4,NL,114,444,105,150,15,9,1,61,25,,74,19,,2,17,, +clarkbo02,1897,1,BLN,NL,64,241,32,65,7,1,1,38,5,,9,12,,9,0,, +clarkda01,1897,1,NY1,NL,6,13,4,3,0,0,0,1,0,,1,1,,0,0,, +clarkda01,1897,2,LS3,NL,7,22,0,5,0,0,0,2,0,,0,3,,0,0,, +clarkfr01,1897,1,LS3,NL,130,526,122,205,30,13,6,67,59,,45,26,,25,3,, +clarkhe01,1897,1,CL4,NL,7,25,3,7,0,0,0,3,0,,2,0,,0,0,, +clarkwi01,1897,1,NY1,NL,117,436,63,122,17,12,1,75,18,,37,29,,9,4,, +clarkwi03,1897,1,LS3,NL,4,16,2,3,0,0,0,2,1,,1,4,,0,0,, +clemeja01,1897,1,PHI,NL,55,185,18,44,4,2,6,36,3,,12,3,,6,4,, +clingbi01,1897,1,LS3,NL,115,403,61,92,14,7,2,47,14,,37,52,,5,8,, +cogandi01,1897,1,BLN,NL,1,1,0,0,0,0,0,0,0,,0,1,,0,0,, +colempe01,1897,1,SLN,NL,13,31,2,7,0,0,0,3,0,,1,5,,2,0,, +colliji01,1897,1,BSN,NL,134,529,103,183,28,13,6,132,14,,41,16,,7,8,, +connoji01,1897,1,CHN,NL,77,285,40,83,10,5,3,38,10,,24,20,,4,5,, +connoro01,1897,1,SLN,NL,22,83,13,19,3,1,1,12,3,,13,6,,0,1,, +cookefr01,1897,1,CL4,NL,5,17,2,5,2,0,0,3,0,,3,1,,0,1,, +cooledu01,1897,1,PHI,NL,133,566,124,186,14,13,4,40,31,,51,39,,2,10,, +corbejo01,1897,1,BLN,NL,42,150,27,37,6,1,0,22,4,,4,11,,1,1,, +corcoto01,1897,1,CIN,NL,109,445,76,128,30,5,3,57,15,,13,6,,2,12,, +crigelo01,1897,1,CL4,NL,39,138,15,31,4,1,0,22,5,,23,12,,1,3,, +crossla01,1897,1,PHI,NL,88,344,37,89,17,5,3,51,10,,10,15,,1,11,, +crossmo01,1897,1,SLN,NL,132,465,60,133,17,11,4,55,38,,62,44,,7,13,, +cunnibe01,1897,1,LS3,NL,32,97,13,22,0,1,2,10,1,,1,13,,1,5,, +cuppyni01,1897,1,CL4,NL,21,55,5,8,0,1,0,3,0,,5,4,,0,1,, +dahlebi01,1897,1,CHN,NL,75,276,67,80,18,8,6,40,15,,43,25,,7,13,, +dammabi01,1897,1,CIN,NL,16,31,4,5,0,2,0,6,0,,4,5,,0,0,, +daubda01,1897,1,BRO,NL,19,49,11,11,3,0,0,4,2,,9,6,,1,2,, +davisge01,1897,1,NY1,NL,131,521,112,184,31,10,10,135,65,,43,23,,7,5,, +davisha01,1897,1,PIT,NL,111,429,70,131,10,28,2,63,21,,26,40,,10,10,, +deckege01,1897,1,CHN,NL,111,428,72,124,12,7,5,63,11,,24,14,,4,9,, +delahed01,1897,1,PHI,NL,129,530,109,200,40,15,5,96,26,,60,23,,3,5,, +delahto01,1897,1,LS3,NL,1,4,1,1,1,0,0,2,0,,0,0,,0,0,, +demonge01,1897,1,WAS,NL,133,566,92,193,27,8,3,93,30,,21,35,,1,14,, +denzero01,1897,1,CHN,NL,12,39,4,6,1,0,0,1,0,,1,10,,0,0,, +dextech01,1897,1,LS3,NL,76,257,43,72,12,5,2,46,12,,21,30,,3,2,, +dohened01,1897,1,NY1,NL,10,35,5,7,1,0,0,0,2,,1,4,,0,0,, +dolanjo02,1897,1,LS3,NL,36,133,10,28,2,2,0,7,6,,8,17,,3,0,, +donahre01,1897,1,SLN,NL,49,155,11,33,7,2,1,14,1,,4,36,,0,4,, +donahti01,1897,1,CHN,NL,58,188,28,45,7,3,0,21,3,,9,9,,2,4,, +donneji01,1897,1,PIT,NL,44,161,22,31,4,0,0,14,14,,16,5,,1,3,, +donneji01,1897,2,NY1,NL,23,85,19,16,3,0,0,11,6,,9,5,,0,1,, +donovpa01,1897,1,PIT,NL,120,479,82,154,16,7,0,57,34,,25,23,,4,9,, +douglkl01,1897,1,SLN,NL,126,519,77,170,15,3,6,50,12,,52,20,,13,3,, +dowdto01,1897,1,SLN,NL,35,145,25,38,9,1,0,9,11,,6,6,,0,6,, +dowdto01,1897,2,PHI,NL,91,391,68,114,14,4,0,43,30,,19,10,,0,8,, +dowlipe01,1897,1,LS3,NL,4,10,1,2,1,0,0,0,0,,0,2,,0,0,, +doyleja01,1897,1,BLN,NL,114,460,91,163,29,4,2,87,62,,29,23,,1,2,, +duffyhu01,1897,1,BSN,NL,134,550,130,187,25,10,11,129,41,,52,17,,6,13,, +dunklda01,1897,1,PHI,NL,7,23,2,4,1,0,0,1,0,,2,9,,0,1,, +dunnja01,1897,1,BRO,NL,36,131,20,29,4,0,0,17,2,,4,10,,0,4,, +dwyerfr01,1897,1,CIN,NL,37,94,13,25,1,1,0,10,0,,5,5,,1,7,, +ehretre01,1897,1,CIN,NL,34,66,6,13,2,0,0,6,2,,4,3,,1,2,, +elybo01,1897,1,PIT,NL,133,516,63,146,20,8,2,74,10,,25,24,,1,15,, +esperdu01,1897,1,SLN,NL,8,25,2,8,0,0,0,3,0,,1,2,,0,0,, +evansro01,1897,1,SLN,NL,3,3,0,0,0,0,0,0,0,,3,2,,0,0,, +evansro01,1897,2,LS3,NL,9,23,1,3,0,0,0,3,0,,2,9,,0,0,, +everibi01,1897,1,CHN,NL,92,379,63,119,14,7,5,39,26,,36,37,,0,11,, +ewingbu01,1897,1,CIN,NL,1,1,0,0,0,0,0,0,0,,0,0,,1,0,, +farredu01,1897,1,WAS,NL,78,261,41,84,9,6,0,53,8,,17,4,,1,5,, +fifieja01,1897,1,PHI,NL,27,77,11,18,3,0,2,6,0,,9,12,,0,2,, +fishech04,1897,1,BRO,NL,20,59,7,12,0,1,0,8,0,,6,9,,0,1,, +foxbi01,1897,1,WAS,NL,4,14,4,4,0,0,0,0,0,,1,2,,0,0,, +frasech01,1897,1,LS3,NL,37,115,10,18,1,0,2,11,2,,10,19,,1,2,, +frienda01,1897,1,CHN,NL,25,88,12,25,5,0,0,9,1,,5,5,,0,1,, +ganzech01,1897,1,BSN,NL,30,105,15,28,4,3,0,14,2,,4,3,,1,3,, +gardnji01,1897,1,PIT,NL,27,76,13,12,2,1,1,8,3,,9,11,,2,2,, +gearda01,1897,1,CL4,NL,7,24,3,4,1,0,0,2,2,,3,4,,1,0,, +geierph01,1897,1,PHI,NL,92,316,51,88,6,2,1,35,19,,56,31,,3,5,, +germale01,1897,1,WAS,NL,19,44,8,15,2,0,0,3,0,,3,2,,0,1,, +gettich01,1897,1,NY1,NL,22,75,8,15,6,0,0,12,3,,6,10,,2,0,, +gettmja01,1897,1,WAS,NL,36,143,28,45,7,3,3,29,8,,7,19,,3,1,, +gillesa01,1897,1,PHI,NL,75,270,32,70,10,3,0,27,2,,35,23,,4,10,, +gleaski01,1897,1,NY1,NL,132,543,86,172,16,4,1,106,44,,27,24,,3,5,, +gradymi01,1897,1,PHI,NL,4,13,1,2,0,0,0,0,0,,1,4,,0,0,, +gradymi01,1897,2,SLN,NL,84,326,49,91,11,3,8,57,7,,26,15,,10,5,, +griffcl01,1897,1,CHN,NL,46,162,27,38,8,4,0,21,2,,18,8,,0,3,, +griffmi01,1897,1,BRO,NL,134,534,136,169,25,11,2,56,16,,81,13,,10,12,, +grimejo01,1897,1,SLN,NL,3,7,0,2,0,0,0,1,0,,3,2,,0,0,, +grimjo01,1897,1,BRO,NL,80,290,26,72,10,1,0,25,3,,1,2,,3,8,, +hachir01,1897,1,LS3,NL,16,51,5,11,2,0,0,3,1,,5,5,,3,3,, +hallmbi01,1897,1,PHI,NL,31,126,16,33,3,0,0,15,1,,8,8,,4,4,, +hallmbi01,1897,2,SLN,NL,80,302,32,67,7,2,0,26,12,,24,15,,4,8,, +hamilbi01,1897,1,BSN,NL,127,507,152,174,17,5,3,61,66,,105,30,,6,4,, +hannipa01,1897,1,BRO,NL,10,20,4,5,0,0,0,2,4,,1,2,,3,2,, +harledi01,1897,1,SLN,NL,90,333,43,96,6,4,3,35,23,,36,23,,12,6,, +hartbi01,1897,1,SLN,NL,46,156,14,39,1,2,2,14,4,,1,13,,0,0,, +hartmfr01,1897,1,SLN,NL,125,519,67,158,21,8,2,67,18,,26,24,,10,4,, +hastich01,1897,1,PIT,NL,16,43,7,10,0,0,1,6,0,,11,9,,0,1,, +hawlepi01,1897,1,PIT,NL,40,130,10,30,3,1,0,9,0,,4,16,,2,0,, +hemmige01,1897,1,LS3,NL,10,28,5,5,1,0,0,2,0,,2,2,,0,0,, +hermaar01,1897,1,LS3,NL,3,6,1,2,1,0,0,1,0,,3,0,,0,0,, +hernoto01,1897,1,CHN,NL,4,16,2,1,0,0,0,2,1,,0,4,,0,1,, +hickmch01,1897,1,BSN,NL,2,3,1,2,0,0,1,2,0,,0,0,,0,0,, +hillbi01,1897,1,LS3,NL,27,74,5,7,0,1,0,4,1,,4,16,,0,2,, +hoffebi01,1897,1,BLN,NL,42,139,20,33,8,1,1,16,2,,6,20,,2,2,, +hoffmje01,1897,1,PIT,NL,48,188,33,58,6,9,3,36,6,,8,25,,0,1,, +hollibu01,1897,1,CIN,NL,61,195,50,61,9,4,2,20,6,,27,6,,1,2,, +holmedu01,1897,1,LS3,NL,2,4,0,0,0,0,0,0,0,,1,2,,0,0,, +holmedu01,1897,2,NY1,NL,80,310,52,82,8,6,1,45,30,,18,31,,4,6,, +housejo01,1897,1,SLN,NL,80,278,34,68,6,6,0,21,16,,28,24,,7,4,, +hoydu01,1897,1,CIN,NL,128,497,87,145,24,6,2,42,37,,54,27,,12,23,, +huelsfr01,1897,1,SLN,NL,2,7,0,2,1,0,0,0,0,,0,0,,0,0,, +hugheji01,1897,1,PIT,NL,25,63,4,8,1,0,0,3,0,,5,9,,1,1,, +hutchbi01,1897,1,SLN,NL,6,18,1,5,0,1,0,0,0,,1,6,,0,0,, +irwinch01,1897,1,CIN,NL,134,505,89,146,26,6,0,74,27,,47,29,,9,10,, +jennihu01,1897,1,BLN,NL,117,439,133,156,26,9,2,79,60,,42,9,,46,17,, +johnsab02,1897,1,LS3,NL,49,165,16,40,6,1,0,23,2,,13,12,,1,1,, +johnsyo01,1897,1,PHI,NL,5,13,0,1,0,0,0,0,0,,0,1,,0,0,, +jonesfi01,1897,1,BRO,NL,135,548,134,172,15,10,1,49,48,,61,22,,9,13,, +jonesji01,1897,1,LS3,NL,2,4,2,1,1,0,0,0,0,,1,0,,0,0,, +joycebi01,1897,1,NY1,NL,110,389,111,118,15,13,3,64,35,,81,38,,17,5,, +keelewi01,1897,1,BLN,NL,129,564,145,239,27,19,0,74,64,,35,5,,7,12,, +kellejo01,1897,1,BLN,NL,131,505,113,183,31,9,5,118,44,,70,19,,7,9,, +kennebr01,1897,1,BRO,NL,45,147,10,40,4,3,1,18,0,,3,12,,0,2,, +killefr01,1897,1,PIT,NL,42,129,16,32,4,0,1,7,2,,17,29,,1,0,, +kingsi01,1897,1,WAS,NL,24,57,8,11,2,0,0,7,0,,12,11,,0,0,, +kissibi01,1897,1,SLN,NL,14,39,7,13,3,2,0,6,0,,3,5,,0,0,, +kittrma01,1897,1,CHN,NL,79,262,25,53,5,5,1,30,9,,22,11,,0,7,, +klobefr01,1897,1,BSN,NL,48,148,29,48,8,5,1,20,1,,5,26,,4,3,, +korwaji01,1897,1,CHN,NL,5,12,0,0,0,0,0,0,0,,1,5,,0,0,, +kuhnsch01,1897,1,PIT,NL,1,3,0,0,0,0,0,0,0,,1,1,,0,0,, +lachaca01,1897,1,BRO,NL,126,520,86,160,28,16,4,90,26,,15,38,,5,8,, +lajoina01,1897,1,PHI,NL,127,545,107,197,40,23,9,127,20,,15,25,,12,5,, +lakefr01,1897,1,BSN,NL,19,62,2,15,4,0,0,5,2,,1,7,,0,2,, +lallyda01,1897,1,SLN,NL,88,359,57,102,16,5,2,42,12,,9,23,,7,6,, +langebi01,1897,1,CHN,NL,118,479,119,163,24,14,5,83,73,,48,12,,5,9,, +leahyto01,1897,1,PIT,NL,24,92,10,24,3,3,0,12,3,,7,10,,1,1,, +leahyto01,1897,2,WAS,NL,19,52,12,20,2,1,0,7,6,,9,7,,7,0,, +lewiste01,1897,1,BSN,NL,38,113,15,28,0,1,0,8,3,,6,14,,0,7,, +lippto01,1897,1,PHI,NL,1,1,0,1,0,0,0,0,0,,0,0,,0,0,, +longhe01,1897,1,BSN,NL,107,450,89,145,32,7,3,69,22,,23,17,,2,17,, +lowebo01,1897,1,BSN,NL,123,499,87,154,24,8,5,106,16,,32,20,,4,13,, +lucidco01,1897,1,SLN,NL,6,17,2,3,0,0,0,1,0,,4,2,,0,0,, +lushbi01,1897,1,WAS,NL,3,12,1,0,0,0,0,0,0,,2,2,,0,0,, +lyonsde01,1897,1,PIT,NL,37,131,22,27,6,4,2,17,5,,22,5,,6,1,, +mageebi01,1897,1,LS3,NL,23,62,4,13,1,0,0,9,0,,4,14,,0,1,, +mahonmi01,1897,1,BSN,NL,2,2,1,1,0,0,0,1,0,,0,1,,0,0,, +martifr01,1897,1,LS3,NL,2,8,1,2,0,0,0,0,0,,0,2,,0,0,, +maulal01,1897,1,WAS,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +maulal01,1897,2,BLN,NL,2,3,0,1,0,0,0,0,0,,0,0,,0,0,, +mcaleji01,1897,1,CL4,NL,24,91,6,20,2,0,0,10,4,,7,7,,1,1,, +mcallsp01,1897,1,CL4,NL,43,137,23,30,5,1,0,11,3,,12,14,,1,4,, +mccorba01,1897,1,CHN,NL,101,419,87,112,8,10,2,55,44,,33,51,,2,4,, +mccreto01,1897,1,LS3,NL,91,344,55,96,5,6,4,40,13,,40,45,,0,24,, +mccreto01,1897,2,NY1,NL,49,177,36,53,8,5,1,28,15,,22,28,,1,6,, +mcdermi02,1897,1,CL4,NL,9,25,0,8,0,1,0,5,0,,0,7,,0,0,, +mcdermi02,1897,2,SLN,NL,4,9,0,2,1,0,0,0,0,,0,1,,0,0,, +mcfared01,1897,1,SLN,NL,31,107,14,35,5,2,1,17,2,,8,2,,0,5,, +mcfared01,1897,2,PHI,NL,38,130,18,29,3,5,1,16,2,,14,10,,2,9,, +mcgrajo01,1897,1,BLN,NL,106,391,90,127,15,3,0,48,44,,99,15,,9,8,, +mcguide01,1897,1,WAS,NL,93,327,51,112,17,7,4,53,9,,21,12,,2,1,, +mcjamdo01,1897,1,WAS,NL,44,124,12,21,1,2,0,13,1,,5,19,,0,0,, +mckeaed01,1897,1,CL4,NL,125,523,83,143,21,14,2,78,15,,40,14,,4,6,, +mcmahsa01,1897,1,BRO,NL,9,25,2,5,0,0,0,2,0,,1,5,,0,0,, +mcphebi01,1897,1,CIN,NL,81,282,45,85,13,7,1,39,9,,35,19,,4,16,, +meekijo01,1897,1,NY1,NL,42,137,22,41,6,1,0,10,3,,5,11,,1,0,, +mercewi01,1897,1,WAS,NL,50,139,23,44,2,5,0,19,7,,6,13,,2,4,, +merribi01,1897,1,PIT,NL,62,209,21,55,6,1,1,26,2,,9,11,,1,6,, +millebe01,1897,1,LS3,NL,4,6,0,1,0,0,0,0,0,,0,1,,0,0,, +milledu01,1897,1,CIN,NL,119,440,83,139,27,1,4,70,29,,48,17,,8,21,, +milleko01,1897,1,PHI,NL,3,11,2,2,0,0,0,1,0,,2,2,,0,0,, +murphmo01,1897,1,SLN,NL,63,211,13,36,2,0,0,12,1,,6,8,,1,4,, +murphya01,1897,1,NY1,NL,5,8,1,0,0,0,0,1,0,,2,2,,0,0,, +nancedo01,1897,1,LS3,NL,35,120,25,29,5,3,3,17,3,,20,15,,1,3,, +nashbi01,1897,1,PHI,NL,104,337,45,87,20,2,0,39,4,,60,20,,2,11,, +nichoki01,1897,1,BSN,NL,46,147,20,39,5,0,3,28,4,,7,18,,4,2,, +nopsje01,1897,1,BLN,NL,30,92,7,18,2,2,0,7,0,,3,24,,1,2,, +nortoef01,1897,1,WAS,NL,7,18,0,5,2,1,0,2,0,,0,1,,0,0,, +obriejo02,1897,1,WAS,NL,86,320,37,78,12,2,3,45,6,,19,10,,11,3,, +obrieto02,1897,1,BLN,NL,50,147,25,37,6,0,0,32,7,,20,15,,2,2,, +oconnja01,1897,1,CL4,NL,103,397,49,115,21,4,2,69,20,,26,21,,3,6,, +orthal01,1897,1,PHI,NL,53,152,26,50,7,4,1,17,5,,3,8,,0,2,, +paddedi01,1897,1,PIT,NL,134,517,84,146,16,10,2,58,18,,38,24,,16,20,, +pappajo01,1897,1,CL4,NL,2,5,0,0,0,0,0,1,0,,2,0,,0,0,, +payneha01,1897,1,BRO,NL,41,110,13,26,0,1,0,11,0,,8,11,,0,3,, +peitzhe01,1897,1,CIN,NL,77,266,35,78,11,7,1,44,3,,18,15,,1,7,, +pfefffr01,1897,1,CHN,NL,32,114,10,26,0,1,0,11,5,,12,5,,3,2,, +pickeol01,1897,1,LS3,NL,64,249,34,62,5,2,1,21,20,,26,23,,2,5,, +pickeol01,1897,2,CL4,NL,46,182,33,64,5,2,1,22,18,,11,19,,1,3,, +pondar01,1897,1,BLN,NL,33,90,16,22,3,0,0,6,2,,11,19,,1,3,, +powelja01,1897,1,CL4,NL,28,97,10,20,1,0,0,12,0,,6,18,,1,4,, +quinnjo02,1897,1,BLN,NL,75,285,33,74,11,4,1,45,12,,13,10,,3,3,, +reillch02,1897,1,WAS,NL,101,351,64,97,18,3,2,60,18,,34,26,,11,9,, +reitzhe01,1897,1,BLN,NL,128,477,76,138,15,6,2,84,23,,50,25,,11,6,, +rhinebi01,1897,1,CIN,NL,41,107,4,17,1,1,0,8,0,,9,21,,1,2,, +ritchcl01,1897,1,CIN,NL,101,337,58,95,12,4,0,41,11,,42,16,,5,13,, +robinwi01,1897,1,BLN,NL,48,181,25,57,9,0,0,23,0,,8,8,,1,1,, +rogerji01,1897,1,LS3,NL,42,153,22,22,3,2,2,22,4,,23,12,,1,8,, +rothfja01,1897,1,PIT,NL,35,115,20,36,3,1,2,18,3,,5,10,,2,1,, +rusieam01,1897,1,NY1,NL,40,144,25,40,1,3,0,22,1,,3,8,,1,0,, +ryanji01,1897,1,CHN,NL,136,520,103,156,33,17,5,85,27,,50,27,,7,10,, +schreos01,1897,1,LS3,NL,1,3,0,0,0,0,0,0,0,,0,0,,0,0,, +schripo01,1897,1,CIN,NL,61,178,29,54,12,4,1,30,3,,19,7,,1,4,, +selbaki01,1897,1,WAS,NL,124,486,113,152,25,16,5,59,46,,80,32,,4,6,, +seymocy01,1897,1,NY1,NL,45,141,13,34,5,1,2,14,3,,4,13,,0,1,, +sheckji01,1897,1,BRO,NL,13,49,12,14,3,2,3,14,5,,6,7,,0,0,, +shindbi01,1897,1,BRO,NL,134,542,83,154,32,6,4,105,23,,35,21,,7,21,, +shochge01,1897,1,BRO,NL,85,284,42,79,9,2,0,38,6,,49,14,,5,12,, +shugafr01,1897,1,PHI,NL,40,163,20,41,8,2,5,25,5,,8,11,,0,1,, +smithal01,1897,1,BRO,NL,66,237,36,71,13,1,1,39,12,,4,15,,2,6,, +smithel01,1897,1,PIT,NL,123,467,99,145,19,17,6,54,25,,70,32,,7,6,, +smithge01,1897,1,BRO,NL,112,428,47,86,17,3,0,29,1,,14,23,,4,7,, +smithhe01,1897,1,LS3,NL,21,76,7,20,3,0,1,7,1,,3,9,,1,1,, +sockach01,1897,1,CL4,NL,66,278,43,94,9,8,3,42,16,,18,38,,3,4,, +sparktu01,1897,1,PHI,NL,1,3,0,0,0,0,0,0,0,,0,1,,0,0,, +staffge01,1897,1,NY1,NL,7,23,0,2,0,0,0,3,0,,3,1,,0,0,, +staffge01,1897,2,LS3,NL,113,441,68,122,16,5,7,54,15,,31,35,,3,11,, +stahlch01,1897,1,BSN,NL,114,469,112,166,30,13,4,97,18,,38,18,,3,5,, +stallge01,1897,1,PHI,NL,2,9,1,2,1,0,0,0,0,,0,1,,0,0,, +stanljo02,1897,1,WAS,NL,1,1,0,0,0,0,0,0,0,,0,1,,0,0,, +stenzja01,1897,1,BLN,NL,131,536,113,189,43,7,4,116,69,,36,21,,10,3,, +stiveja01,1897,1,BSN,NL,61,199,41,73,9,9,2,37,2,,15,12,,2,1,, +sudhowi01,1897,1,SLN,NL,11,42,7,10,1,0,0,3,0,,1,4,,0,1,, +sugdejo01,1897,1,PIT,NL,84,288,31,64,6,4,0,38,9,,18,13,,3,13,, +sulliji01,1897,1,BSN,NL,13,33,3,6,0,0,0,3,0,,0,7,,0,1,, +sullimi02,1897,1,NY1,NL,23,66,6,18,1,0,0,8,0,,2,10,,0,0,, +swaimcy01,1897,1,WAS,NL,26,71,7,16,1,0,0,9,3,,1,10,,0,1,, +tanneje01,1897,1,PIT,NL,56,184,22,49,8,2,0,22,4,,18,23,,2,0,, +tayloja01,1897,1,PHI,NL,43,139,12,35,6,1,1,17,0,,7,17,,0,2,, +tebeapa01,1897,1,CL4,NL,109,412,62,110,15,9,0,59,11,,30,21,,4,9,, +tennefr02,1897,1,BSN,NL,132,566,125,180,24,3,1,85,34,,49,18,,4,27,, +terryad01,1897,1,CHN,NL,1,3,1,0,0,0,0,0,0,,0,1,,0,1,, +thompsa01,1897,1,PHI,NL,3,13,2,3,0,1,0,3,0,,1,2,,0,0,, +thornwa01,1897,1,CHN,NL,75,265,39,85,9,6,0,55,13,,30,16,,6,4,, +tiernmi01,1897,1,NY1,NL,128,532,123,174,29,10,5,72,40,,61,36,,1,1,, +tucketo01,1897,1,BSN,NL,4,14,0,3,2,0,0,4,0,,2,0,,0,0,, +tucketo01,1897,2,WAS,NL,93,352,52,119,18,5,5,61,18,,27,27,,11,3,, +turnetu01,1897,1,SLN,NL,103,416,58,121,17,12,2,41,8,,35,18,,3,7,, +vanhage01,1897,1,NY1,NL,130,566,119,186,22,9,3,64,50,,42,25,,1,6,, +vaughfa01,1897,1,CIN,NL,54,199,21,58,13,5,0,30,2,,2,4,,0,4,, +wadderu01,1897,1,LS3,NL,2,6,0,0,0,0,0,0,0,,0,1,,0,0,, +wagneho01,1897,1,LS3,NL,62,242,38,81,18,4,2,39,20,,15,14,,1,5,, +wallabo01,1897,1,CL4,NL,130,516,99,173,33,21,4,112,14,,48,32,,2,14,, +warnejo01,1897,1,NY1,NL,111,400,50,109,6,3,2,51,8,,26,22,,16,4,, +werdepe01,1897,1,LS3,NL,133,512,76,154,21,14,5,83,15,,41,21,,11,5,, +wheelge01,1897,1,PHI,NL,26,79,11,16,7,0,0,0,2,,4,9,,0,1,, +wilmowa01,1897,1,NY1,NL,11,34,8,9,2,0,1,4,1,,2,3,,0,1,, +wilsobi01,1897,1,LS3,NL,107,389,44,83,12,4,1,41,9,,18,39,,5,11,, +wilsopa01,1897,1,NY1,NL,47,158,29,47,9,3,0,23,6,,15,3,,1,0,, +wilsoze01,1897,1,CL4,NL,37,116,16,26,0,1,0,9,3,,8,19,,0,3,, +wrighda01,1897,1,CHN,NL,1,3,1,1,0,0,0,1,0,,1,0,,0,0,, +wriglze01,1897,1,WAS,NL,104,388,65,110,14,8,3,64,5,,21,24,,0,13,, +yeagege01,1897,1,BSN,NL,30,95,20,23,2,3,2,15,2,,7,8,,0,3,, +youngcy01,1897,1,CL4,NL,48,153,14,34,4,3,0,19,4,,2,22,,1,3,, +zearfda01,1897,1,NY1,NL,5,10,1,3,0,1,0,0,0,,0,1,,0,0,, +zimmech01,1897,1,CL4,NL,80,294,50,93,22,3,0,40,8,,25,29,,4,5,, +abbated01,1898,1,PHI,NL,25,92,9,21,4,0,0,14,4,,7,15,,1,2,, +altroni01,1898,1,LS3,NL,11,29,4,7,0,0,0,2,1,,2,6,,1,0,, +amoledo01,1898,1,WAS,NL,7,20,4,2,0,0,0,0,0,,1,4,,0,0,, +anderjo01,1898,1,BRO,NL,6,21,1,3,2,0,0,2,0,,1,4,,1,0,, +anderjo01,1898,2,WAS,NL,110,430,70,131,28,18,9,71,18,,23,19,,12,6,, +anderjo01,1898,3,BRO,NL,19,69,11,19,3,4,0,8,2,,5,3,,1,0,, +bakerki01,1898,1,WAS,NL,6,18,3,5,0,1,0,3,0,,3,4,,0,0,, +ballar01,1898,1,BLN,NL,32,81,7,15,2,0,0,8,2,,7,10,,1,2,, +batesfr01,1898,1,CL4,NL,4,9,2,1,0,0,0,1,0,,3,2,,0,1,, +beckebo01,1898,1,PHI,NL,1,1,0,0,0,0,0,0,0,,1,1,,0,0,, +becklja01,1898,1,CIN,NL,118,459,86,135,20,12,4,72,6,,28,27,,10,9,, +beeched02,1898,1,CL4,NL,8,25,1,5,2,0,0,0,0,,0,1,,0,1,, +bergema01,1898,1,BSN,NL,120,446,62,125,16,5,3,60,9,,13,29,,1,9,, +bierblo01,1898,1,SLN,NL,4,9,0,0,0,0,0,0,0,,1,3,,0,0,, +blakeha01,1898,1,CL4,NL,136,474,65,116,18,7,0,58,12,,69,26,,1,23,, +bowerfr01,1898,1,BLN,NL,5,16,5,7,1,0,0,1,1,,2,1,,1,0,, +bowerfr01,1898,2,PIT,NL,69,241,17,66,6,3,0,29,4,,7,9,,1,3,, +boyleja01,1898,1,PHI,NL,6,22,0,2,0,1,0,3,0,,1,1,,0,1,, +branski01,1898,1,BSN,NL,5,9,2,2,0,1,0,1,0,,0,0,,0,0,, +breitte01,1898,1,CIN,NL,41,121,16,26,2,1,0,17,0,,16,9,,0,5,, +briggbu01,1898,1,CHN,NL,4,14,2,6,1,0,0,1,0,,0,1,,0,0,, +brodist01,1898,1,PIT,NL,42,156,15,41,5,0,0,21,3,,6,4,,3,7,, +brodist01,1898,2,BLN,NL,23,98,12,30,3,2,0,19,3,,5,0,,1,0,, +brownto01,1898,1,WAS,NL,16,55,8,9,1,0,0,2,3,,5,9,,0,0,, +burkeje01,1898,1,CL4,NL,150,624,114,213,18,9,0,42,19,,69,30,,9,4,, +burkeji01,1898,1,CL4,NL,13,38,1,4,1,0,0,1,1,,2,1,,0,2,, +callajo02,1898,1,SLN,NL,2,4,0,0,0,0,0,0,0,,0,0,,0,0,, +callani01,1898,1,CHN,NL,43,164,27,43,7,5,0,22,3,,4,18,,0,4,, +careysc01,1898,1,LS3,NL,8,32,1,6,1,1,0,1,0,,1,2,,0,0,, +carrch01,1898,1,WAS,NL,20,73,6,14,2,0,0,4,2,,2,3,,0,1,, +carribi01,1898,1,NY1,NL,5,18,0,3,1,0,0,2,0,,1,3,,0,0,, +carseki01,1898,1,SLN,NL,38,105,8,21,0,1,1,10,3,,10,15,,0,4,, +caseydo01,1898,1,WAS,NL,28,112,13,31,2,0,0,15,15,,3,4,,1,1,, +chancfr01,1898,1,CHN,NL,53,147,32,41,4,3,1,14,7,,7,14,,6,2,, +childcu01,1898,1,CL4,NL,110,413,90,119,9,4,1,31,9,,69,29,,4,14,, +clarkbo02,1898,1,BLN,NL,82,285,26,69,5,2,0,27,2,,4,14,,15,4,, +clarkda01,1898,1,LS3,NL,1,3,0,0,0,0,0,0,0,,0,1,,0,0,, +clarkfr01,1898,1,LS3,NL,149,599,116,184,23,12,3,47,40,,48,21,,15,5,, +clarkhe01,1898,1,CHN,NL,2,4,0,1,0,0,0,0,0,,1,0,,0,0,, +clarkjo02,1898,1,LS3,NL,6,18,0,3,0,0,0,0,0,,1,1,,0,1,, +clarkwi01,1898,1,PIT,NL,57,209,29,64,9,7,1,31,0,,22,7,,2,3,, +clemeja01,1898,1,SLN,NL,99,335,39,86,19,5,3,41,1,,21,13,,7,8,, +clingbi01,1898,1,LS3,NL,154,538,65,138,12,6,0,50,15,,51,60,,5,15,, +colempe01,1898,1,CIN,NL,1,3,0,0,0,0,0,1,0,,0,0,,0,0,, +colliji01,1898,1,BSN,NL,152,597,107,196,35,5,15,111,12,,40,18,,7,13,, +connbe01,1898,1,PHI,NL,1,3,1,1,0,1,0,1,0,,0,1,,0,0,, +connoji01,1898,1,CHN,NL,138,505,51,114,9,9,0,67,11,,42,34,,3,13,, +cooledu01,1898,1,PHI,NL,149,629,123,196,24,12,4,55,17,,48,38,,4,11,, +corcoto01,1898,1,CIN,NL,153,619,80,155,28,15,2,87,19,,26,17,,2,17,, +crigelo01,1898,1,CL4,NL,84,287,43,80,13,4,1,32,2,,40,22,,5,6,, +cronija01,1898,1,PIT,NL,4,10,1,1,1,0,0,1,0,,2,2,,0,0,, +crookja01,1898,1,SLN,NL,72,225,33,52,4,2,1,20,3,,40,28,,5,11,, +crossla01,1898,1,SLN,NL,151,602,71,191,28,8,3,79,14,,28,8,,0,16,, +crossmo01,1898,1,PHI,NL,149,525,68,135,25,5,1,50,20,,55,46,,8,11,, +cunnibe01,1898,1,LS3,NL,44,140,21,32,3,1,1,16,1,,10,20,,0,0,, +cuppyni01,1898,1,CL4,NL,18,48,2,5,0,0,0,0,1,,3,7,,0,2,, +dahlebi01,1898,1,CHN,NL,142,521,96,151,35,8,1,79,27,,58,41,,23,17,, +dalyto01,1898,1,BRO,NL,23,73,11,24,3,1,0,11,6,,14,5,,1,0,, +dammabi01,1898,1,CIN,NL,35,82,14,16,0,4,0,7,0,,10,21,,0,1,, +daniepe01,1898,1,SLN,NL,10,17,1,3,1,0,0,1,0,,3,2,,0,0,, +davisge01,1898,1,NY1,NL,121,486,80,149,20,5,2,86,26,,32,15,,1,10,, +davisha01,1898,1,PIT,NL,58,222,31,65,9,13,1,24,7,,12,22,,1,6,, +davisha01,1898,2,LS3,NL,37,138,18,30,5,2,1,16,6,,7,15,,0,3,, +davisha01,1898,3,WAS,NL,1,3,0,0,0,0,0,0,0,,0,1,,0,0,, +deckege01,1898,1,SLN,NL,76,286,26,74,10,0,1,45,4,,20,10,,3,5,, +deckege01,1898,2,LS3,NL,42,148,27,44,4,3,0,19,9,,9,11,,1,3,, +delahed01,1898,1,PHI,NL,144,548,115,183,36,9,4,92,58,,77,29,,11,4,, +demonge01,1898,1,BLN,NL,151,567,93,186,19,2,0,86,49,,52,25,,10,12,, +dextech01,1898,1,LS3,NL,112,421,76,132,13,5,1,66,44,,26,35,,7,13,, +dinnebi01,1898,1,WAS,NL,32,80,10,8,0,1,0,3,1,,9,22,,4,1,, +dohened01,1898,1,NY1,NL,28,86,11,14,1,1,2,11,0,,4,16,,2,0,, +donahre01,1898,1,PHI,NL,35,112,8,16,0,1,0,10,1,,4,22,,0,7,, +donahti01,1898,1,CHN,NL,122,396,52,87,12,3,0,39,17,,49,31,,8,12,, +donneji01,1898,1,SLN,NL,1,1,0,1,0,0,0,0,0,,0,0,,0,0,, +donovbi01,1898,1,WAS,NL,39,103,11,17,2,2,2,8,2,,4,28,,2,1,, +donovpa01,1898,1,PIT,NL,147,610,112,184,16,9,0,37,41,,34,33,,7,10,, +douglkl01,1898,1,PHI,NL,146,582,105,150,26,4,2,48,18,,55,20,,11,25,, +dowdto01,1898,1,SLN,NL,139,586,70,143,17,7,0,32,16,,30,26,,5,14,, +dowlipe01,1898,1,LS3,NL,36,107,9,21,4,4,0,9,1,,6,19,,2,2,, +doyleja01,1898,1,WAS,NL,43,177,26,54,2,2,2,26,9,,7,1,,1,0,, +doyleja01,1898,2,NY1,NL,82,297,42,84,15,3,1,43,14,,12,12,,3,4,, +duffyhu01,1898,1,BSN,NL,152,568,97,169,13,3,8,108,29,,59,13,,1,17,, +dugglbi01,1898,1,PHI,NL,9,21,4,5,1,0,1,6,0,,4,4,,0,1,, +dunklda01,1898,1,PHI,NL,12,28,2,6,1,0,0,1,0,,1,2,,0,0,, +dunnja01,1898,1,BRO,NL,51,167,21,41,0,1,0,19,3,,7,10,,1,1,, +dwyerfr01,1898,1,CIN,NL,31,85,11,12,1,1,0,5,1,,7,3,,2,1,, +eaganbi01,1898,1,PIT,NL,19,61,14,20,2,3,0,5,1,,8,8,,6,1,, +eaglebi01,1898,1,WAS,NL,4,13,0,4,1,0,0,2,0,,0,0,,0,0,, +ehretre01,1898,1,LS3,NL,13,40,3,9,3,1,0,4,0,,1,9,,1,0,, +elberki01,1898,1,PHI,NL,14,38,1,9,4,0,0,7,0,,5,5,,7,2,, +elybo01,1898,1,PIT,NL,148,519,49,110,14,5,2,44,6,,24,34,,0,13,, +esperdu01,1898,1,SLN,NL,11,27,1,10,0,0,0,5,0,,1,2,,0,0,, +evansro01,1898,1,WAS,NL,7,19,2,1,0,0,0,2,0,,2,9,,0,0,, +everibi01,1898,1,CHN,NL,149,596,102,190,15,6,0,69,28,,53,43,,3,9,, +farredu01,1898,1,WAS,NL,99,338,47,106,12,6,1,53,12,,34,12,,4,3,, +fieldji01,1898,1,WAS,NL,5,21,1,2,0,0,0,0,1,,0,1,,0,0,, +fifieja01,1898,1,PHI,NL,21,64,5,7,1,1,0,4,1,,5,7,,0,3,, +fishene01,1898,1,PHI,NL,9,26,0,3,1,0,0,0,1,,0,9,,1,0,, +flickel01,1898,1,PHI,NL,134,453,84,137,16,13,8,81,23,,86,36,,15,11,, +fostepo01,1898,1,NY1,NL,32,112,10,30,6,1,0,9,0,,0,15,,0,1,, +frankfr01,1898,1,CL4,NL,17,53,3,11,1,1,0,3,1,,4,1,,1,0,, +frasech01,1898,1,LS3,NL,26,78,8,13,0,2,0,3,2,,6,14,,0,3,, +frasech01,1898,2,CL4,NL,6,16,2,4,1,0,0,2,1,,0,5,,0,0,, +freembu01,1898,1,WAS,NL,29,107,19,39,2,3,3,21,2,,7,4,,4,1,, +frienda01,1898,1,CHN,NL,2,7,0,2,1,0,0,0,0,,0,0,,0,0,, +fultzda01,1898,1,PHI,NL,19,55,7,10,2,2,0,5,1,,6,7,,0,0,, +gannojo01,1898,1,SLN,NL,1,3,0,0,0,0,0,0,0,,0,0,,0,0,, +ganzejo01,1898,1,PIT,NL,15,45,5,6,0,0,0,2,0,,4,1,,1,0,, +gardnji01,1898,1,PIT,NL,35,91,8,14,0,0,0,3,1,,14,16,,0,2,, +gastowe01,1898,1,BRO,NL,2,8,2,1,0,1,0,1,0,,0,2,,0,0,, +gatinfr01,1898,1,WAS,NL,17,58,6,13,2,0,0,5,2,,3,4,,1,0,, +gettich01,1898,1,NY1,NL,64,196,30,49,6,2,0,26,5,,15,16,,2,1,, +gettmja01,1898,1,WAS,NL,142,567,75,157,16,5,5,47,32,,29,60,,6,10,, +gilbeja01,1898,1,WAS,NL,2,5,0,1,0,0,0,1,1,,1,2,,1,1,, +gilbeja01,1898,2,NY1,NL,1,4,0,1,0,0,0,0,1,,0,0,,0,0,, +gillpge01,1898,1,SLN,NL,7,16,1,2,0,0,0,1,0,,0,5,,0,0,, +gleaski01,1898,1,NY1,NL,150,570,78,126,8,5,0,62,21,,39,28,,6,4,, +glenned02,1898,1,WAS,NL,1,4,0,0,0,0,0,0,0,,0,1,,0,0,, +glenned02,1898,2,NY1,NL,2,4,1,1,0,0,0,0,1,,3,2,,0,4,, +goarjo01,1898,1,CIN,NL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +gradymi01,1898,1,NY1,NL,93,287,64,85,19,5,3,49,20,,38,28,,11,4,, +greenda01,1898,1,CHN,NL,47,188,26,59,4,3,4,27,12,,7,14,,1,3,, +greybi01,1898,1,PIT,NL,137,528,56,121,17,5,0,67,5,,28,38,,12,17,, +griffcl01,1898,1,CHN,NL,38,122,15,20,2,3,0,15,1,,13,6,,0,2,, +griffmi01,1898,1,BRO,NL,134,537,88,161,18,6,2,40,15,,60,13,,8,5,, +grimjo01,1898,1,BRO,NL,52,178,17,50,5,1,0,11,1,,8,5,,3,3,, +hallmbi01,1898,1,BRO,NL,134,509,57,124,10,7,2,63,9,,29,21,,5,11,, +hallru01,1898,1,SLN,NL,39,143,13,35,2,1,0,10,1,,7,9,,1,5,, +hamilbi01,1898,1,BSN,NL,110,417,110,154,16,5,3,50,54,,87,30,,2,2,, +hansffc01,1898,1,BRO,NL,1,3,0,0,0,0,0,0,0,,0,1,,0,0,, +harledi01,1898,1,SLN,NL,142,549,74,135,6,5,0,42,13,,34,53,,22,6,, +hartbi01,1898,1,PIT,NL,16,50,4,12,0,1,0,3,1,,1,2,,0,0,, +hartmfr01,1898,1,NY1,NL,123,475,57,129,16,11,2,88,11,,25,24,,4,3,, +hartsto01,1898,1,LS3,NL,22,71,11,23,0,0,0,9,2,,11,9,,1,2,, +hastich01,1898,1,PIT,NL,19,43,5,10,0,1,0,4,0,,7,8,,1,1,, +hawlepi01,1898,1,CIN,NL,43,130,17,24,2,1,1,16,1,,5,8,,0,5,, +heidrem01,1898,1,CL4,NL,19,76,10,23,2,2,0,8,3,,3,2,,0,1,, +heydomi01,1898,1,BLN,NL,3,9,2,1,0,0,0,1,0,,2,5,,1,0,, +hickmch01,1898,1,BSN,NL,19,58,4,15,2,0,0,7,0,,1,16,,1,1,, +hillbi01,1898,1,CIN,NL,33,98,10,13,1,0,0,3,0,,5,15,,2,0,, +hoffebi01,1898,1,BLN,NL,8,24,2,5,1,0,0,4,0,,4,3,,0,0,, +hoffebi01,1898,2,PIT,NL,4,11,0,1,0,1,0,0,0,,0,3,,0,0,, +hollibu01,1898,1,CIN,NL,30,106,21,25,2,1,0,7,5,,14,9,,0,5,, +holmedu01,1898,1,SLN,NL,23,101,9,24,1,1,0,0,4,,2,11,,1,0,, +holmedu01,1898,2,BLN,NL,113,442,54,126,10,9,1,64,25,,23,41,,9,9,, +hoppele01,1898,1,BRO,NL,2,4,1,0,0,0,0,0,0,,0,1,,0,0,, +hortoel01,1898,1,BRO,NL,1,4,0,1,0,0,0,0,0,,0,1,,0,0,, +howelha01,1898,1,BRO,NL,2,8,1,2,0,0,0,1,0,,1,2,,0,1,, +hoydu01,1898,1,LS3,NL,148,582,104,177,15,16,6,66,37,,49,33,,9,19,, +hugheja01,1898,1,BLN,NL,52,164,23,37,7,4,2,20,0,,12,27,,1,3,, +hugheji01,1898,1,SLN,NL,35,97,6,11,0,1,1,6,1,,10,22,,1,3,, +irwinch01,1898,1,CIN,NL,136,501,77,120,14,5,3,55,18,,31,13,,10,14,, +isbelfr01,1898,1,CHN,NL,45,159,17,37,4,0,0,8,3,,3,13,,1,6,, +jennihu01,1898,1,BLN,NL,143,534,135,175,25,11,1,87,28,,78,20,,46,7,, +jonesco01,1898,1,CL4,NL,9,28,1,2,0,0,0,1,1,,3,14,,0,1,, +jonesfi01,1898,1,BRO,NL,146,596,89,181,15,9,1,69,36,,46,36,,8,17,, +joycebi01,1898,1,NY1,NL,145,508,91,131,20,9,10,91,34,,88,60,,18,5,, +katolja01,1898,1,CHN,NL,2,4,0,0,0,0,0,0,0,,0,1,,0,0,, +keelewi01,1898,1,BLN,NL,129,561,126,216,7,2,1,44,28,,31,4,,3,9,, +keistbi01,1898,1,BSN,NL,10,30,5,5,2,0,0,4,0,,0,3,,0,0,, +kelbge01,1898,1,CL4,NL,3,5,1,1,0,0,0,0,0,,0,0,,0,0,, +kellejo01,1898,1,BLN,NL,124,464,71,149,18,15,2,110,24,,56,24,,3,7,, +kennebr01,1898,1,BRO,NL,40,135,15,34,7,2,0,13,2,,3,10,,0,1,, +killefr01,1898,1,PIT,NL,24,65,6,17,1,0,0,4,0,,6,10,,0,4,, +killefr01,1898,2,WAS,NL,21,55,7,15,2,0,0,7,1,,12,7,,0,0,, +kilroma01,1898,1,CHN,NL,26,96,20,22,4,1,0,10,0,,13,7,,0,2,, +kinslto01,1898,1,WAS,NL,3,9,0,1,0,0,0,0,0,,0,0,,0,0,, +kinslto01,1898,2,SLN,NL,14,53,5,15,2,1,0,4,0,,1,7,,1,0,, +kitsofr01,1898,1,BLN,NL,31,86,13,27,1,3,0,16,2,,5,7,,1,0,, +kittrma01,1898,1,LS3,NL,86,287,27,70,8,5,1,31,9,,15,10,,0,10,, +klobefr01,1898,1,BSN,NL,43,127,12,27,2,1,3,15,0,,1,18,,3,6,, +lachaca01,1898,1,BRO,NL,136,526,62,130,23,7,5,65,23,,31,60,,8,11,, +laddhi01,1898,1,PIT,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +laddhi01,1898,2,BSN,NL,1,4,1,1,0,0,0,0,0,,0,0,,0,0,, +lajoina01,1898,1,PHI,NL,147,608,113,197,43,11,6,127,25,,21,23,,7,5,, +lakefr01,1898,1,PIT,NL,5,13,1,1,0,0,0,1,0,,2,1,,0,1,, +langebi01,1898,1,CHN,NL,113,442,79,141,16,11,5,69,22,,36,17,,5,7,, +latimta01,1898,1,NY1,NL,5,17,1,5,1,0,0,1,0,,0,1,,0,0,, +laudebi01,1898,1,PHI,NL,97,361,42,95,14,7,2,67,6,,19,27,,0,13,, +leachto01,1898,1,LS3,NL,3,10,0,1,0,0,0,0,0,,0,1,,0,0,, +leahyto01,1898,1,WAS,NL,15,55,10,10,2,0,0,5,6,,8,6,,1,0,, +leevesa01,1898,1,PIT,NL,5,12,2,3,0,0,0,1,0,,1,1,,1,0,, +lewiste01,1898,1,BSN,NL,42,131,17,37,6,0,0,18,0,,6,11,,0,5,, +longhe01,1898,1,BSN,NL,144,589,99,156,21,10,6,99,20,,39,24,,0,17,, +lowebo01,1898,1,BSN,NL,147,559,65,152,11,7,4,94,12,,29,26,,3,20,, +mageebi01,1898,1,LS3,NL,38,111,10,14,1,0,0,5,2,,2,36,,1,1,, +magooge01,1898,1,BRO,NL,93,343,35,77,7,0,1,39,7,,30,18,,3,1,, +mahaflo01,1898,1,LS3,NL,1,4,0,0,0,0,0,0,0,,1,1,,0,0,, +mahonmi01,1898,1,SLN,NL,2,7,0,0,0,0,0,0,0,,0,4,,0,0,, +martifr01,1898,1,CHN,NL,1,4,0,0,0,0,0,0,0,,0,3,,0,0,, +maulal01,1898,1,BLN,NL,29,93,21,19,3,2,0,10,1,,16,16,,2,1,, +maupiha01,1898,1,SLN,NL,2,7,0,3,0,0,0,1,0,,0,0,,0,1,, +mcaleji01,1898,1,CL4,NL,106,366,47,87,3,0,0,48,7,,46,32,,5,7,, +mcallsp01,1898,1,CL4,NL,17,57,8,13,3,1,0,9,0,,5,5,,0,1,, +mcbrial01,1898,1,CIN,NL,120,486,94,147,14,12,2,43,16,,51,36,,12,8,, +mcbripe01,1898,1,CL4,NL,1,2,0,2,0,0,0,2,0,,1,0,,1,0,, +mccarja01,1898,1,PIT,NL,137,537,75,155,13,12,4,78,7,,34,24,,4,21,, +mccorba01,1898,1,CHN,NL,137,530,76,131,15,9,2,78,15,,47,54,,5,12,, +mccreto01,1898,1,NY1,NL,35,121,15,24,4,3,1,17,3,,19,26,,0,2,, +mccreto01,1898,2,PIT,NL,53,190,33,59,5,7,2,20,3,,26,27,,0,5,, +mcfared01,1898,1,PHI,NL,121,429,65,121,21,5,3,71,4,,44,23,,2,9,, +mcfarhe01,1898,1,CIN,NL,19,64,10,18,1,3,0,11,3,,7,1,,1,1,, +mcganda01,1898,1,BLN,NL,145,535,99,161,18,8,5,106,33,,53,30,,39,8,, +mcgrajo01,1898,1,BLN,NL,143,515,143,176,8,10,0,53,43,,112,13,,19,6,, +mcguide01,1898,1,WAS,NL,131,489,59,131,18,3,1,57,10,,24,19,,6,10,, +mchalbo01,1898,1,WAS,NL,11,33,5,6,2,0,0,7,1,,1,4,,3,1,, +mcjamdo01,1898,1,BLN,NL,45,149,12,27,7,1,0,14,2,,5,20,,0,1,, +mckeaed01,1898,1,CL4,NL,151,604,89,172,23,1,9,94,11,,56,18,,1,13,, +mckenki01,1898,1,BRO,NL,14,40,5,9,3,0,0,7,0,,2,2,,0,1,, +mcphebi01,1898,1,CIN,NL,133,486,72,121,26,9,1,60,21,,66,34,,2,11,, +mcquama01,1898,1,WAS,NL,1,4,0,0,0,0,0,0,0,,0,2,,0,0,, +meekijo01,1898,1,NY1,NL,38,129,16,27,5,1,0,12,0,,9,7,,0,0,, +menefjo01,1898,1,NY1,NL,1,5,0,0,0,0,0,0,0,,0,0,,0,0,, +mercewi01,1898,1,WAS,NL,80,249,38,80,3,5,2,25,14,,18,31,,1,9,, +mertesa01,1898,1,CHN,NL,83,269,45,80,4,8,1,47,27,,34,28,,6,7,, +milledu01,1898,1,CIN,NL,152,586,99,175,24,12,3,90,32,,38,28,,9,20,, +millera01,1898,1,BRO,NL,24,62,6,12,1,0,0,6,1,,4,7,,2,1,, +murphed01,1898,1,PHI,NL,7,14,0,5,0,0,0,3,0,,0,0,,0,1,, +murphmo01,1898,1,PIT,NL,5,16,0,2,0,0,0,2,0,,1,4,,0,1,, +murphmo01,1898,2,PHI,NL,25,86,6,17,3,0,0,11,0,,6,14,,1,3,, +myersbe01,1898,1,WAS,NL,31,110,14,29,1,4,0,13,2,,13,7,,0,1,, +nancedo01,1898,1,LS3,NL,22,76,13,24,5,0,1,16,2,,12,7,,1,2,, +nashbi01,1898,1,PHI,NL,20,70,9,17,2,1,0,9,0,,11,10,,0,0,, +nichoar01,1898,1,CHN,NL,14,42,7,12,1,0,0,6,6,,4,4,,3,1,, +nichoki01,1898,1,BSN,NL,51,158,26,38,3,3,2,23,0,,4,8,,2,3,, +nopsje01,1898,1,BLN,NL,33,91,11,20,1,2,0,8,0,,10,28,,0,1,, +obrieto02,1898,1,BLN,NL,18,60,9,13,0,0,0,14,0,,10,3,,1,1,, +obrieto02,1898,2,PIT,NL,107,413,53,107,10,8,1,45,13,,25,25,,11,23,, +oconnja01,1898,1,CL4,NL,131,478,50,119,17,4,1,56,8,,26,17,,2,11,, +orthal01,1898,1,PHI,NL,39,123,17,36,6,4,1,14,1,,3,15,,0,7,, +paddedi01,1898,1,PIT,NL,128,463,61,119,7,6,2,43,11,,35,17,,19,5,, +payneha01,1898,1,BRO,NL,1,4,1,3,0,0,0,3,0,,0,0,,0,0,, +peitzhe01,1898,1,CIN,NL,105,330,49,90,15,5,1,43,9,,35,24,,3,6,, +phylebi01,1898,1,CHN,NL,4,9,1,1,0,0,0,0,0,,2,1,,0,0,, +piattwi01,1898,1,PHI,NL,41,122,19,32,2,1,0,9,0,,6,21,,1,1,, +pickeda01,1898,1,BSN,NL,14,43,3,12,1,0,0,3,2,,6,3,,1,1,, +pondar01,1898,1,BLN,NL,3,7,2,2,0,0,0,0,0,,2,1,,0,0,, +powelja01,1898,1,CL4,NL,42,136,15,18,3,1,0,9,0,,11,11,,0,2,, +powerdo01,1898,1,LS3,NL,34,99,13,27,4,3,1,19,1,,5,13,,0,3,, +puhljo01,1898,1,NY1,NL,2,9,1,2,0,0,0,1,0,,0,1,,0,0,, +quinnjo02,1898,1,BLN,NL,12,32,5,8,1,0,0,5,0,,1,0,,0,1,, +quinnjo02,1898,2,SLN,NL,103,375,35,94,10,5,0,36,13,,24,31,,3,9,, +reganjo01,1898,1,NY1,NL,2,5,1,1,0,0,0,2,0,,0,0,,0,0,, +reitzhe01,1898,1,WAS,NL,132,489,62,148,20,2,2,47,11,,32,15,,9,13,, +rhinebi01,1898,1,PIT,NL,31,100,7,15,1,1,0,5,0,,6,12,,2,1,, +richtjo01,1898,1,LS3,NL,3,13,1,2,0,0,0,0,0,,0,1,,0,1,, +rickejo01,1898,1,PIT,NL,2,6,0,1,0,0,0,0,0,,0,0,,0,1,, +ritchcl01,1898,1,LS3,NL,151,551,65,140,10,4,5,51,19,,46,29,,9,31,, +robinwi01,1898,1,BLN,NL,79,289,29,80,12,2,0,38,3,,16,18,,1,7,, +rosebze01,1898,1,PIT,NL,4,8,0,3,0,0,0,1,0,,1,0,,0,0,, +rusieam01,1898,1,NY1,NL,41,138,23,29,2,4,0,8,2,,1,8,,0,0,, +ryanja01,1898,1,BRO,NL,87,301,39,57,11,4,0,24,5,,15,12,,2,3,, +ryanji01,1898,1,CHN,NL,144,572,122,185,32,13,4,79,29,,73,24,,5,7,, +schreos01,1898,1,CL4,NL,10,35,5,11,2,3,0,10,1,,0,0,,0,0,, +schripo01,1898,1,PIT,NL,95,315,25,72,15,3,0,32,0,,23,14,,3,10,, +selbaki01,1898,1,WAS,NL,132,515,88,156,28,11,3,60,25,,64,21,,3,7,, +seymocy01,1898,1,NY1,NL,80,297,41,82,5,2,4,23,8,,9,22,,1,2,, +sheckji01,1898,1,BRO,NL,105,408,51,113,17,9,4,64,8,,37,28,,8,6,, +shindbi01,1898,1,BRO,NL,120,466,50,105,10,3,1,41,3,,10,25,,5,12,, +smithal01,1898,1,BRO,NL,52,199,25,52,6,5,0,23,7,,3,15,,1,7,, +smithel01,1898,1,CIN,NL,123,486,79,166,21,10,1,66,20,,69,17,,2,6,, +smithge01,1898,1,SLN,NL,51,157,16,25,2,1,1,9,1,,24,22,,1,2,, +smithhe01,1898,1,LS3,NL,35,121,14,23,4,0,0,13,6,,6,12,,3,5,, +smithju01,1898,1,WAS,NL,66,234,33,71,7,5,3,28,11,,22,18,,6,5,, +smithst01,1898,1,BSN,NL,3,10,1,1,0,0,0,0,0,,0,2,,0,0,, +smithto02,1898,1,SLN,NL,1,2,0,1,0,0,0,0,0,,1,0,,0,0,, +snydeco01,1898,1,LS3,NL,17,61,4,10,0,0,0,6,0,,3,8,,1,3,, +sockach01,1898,1,CL4,NL,21,67,11,15,2,0,0,10,0,,1,8,,1,0,, +staffge01,1898,1,LS3,NL,49,181,26,54,3,0,1,25,7,,19,16,,1,6,, +staffge01,1898,2,BSN,NL,37,123,21,32,2,0,1,8,3,,4,8,,1,4,, +stahlch01,1898,1,BSN,NL,125,467,72,144,21,8,3,52,6,,46,25,,4,12,, +stallge01,1898,1,PHI,NL,1,0,1,0,0,0,0,0,0,,0,0,,0,0,, +steined01,1898,1,BRO,NL,3,10,1,4,0,0,0,1,0,,1,1,,0,0,, +steinha01,1898,1,CIN,NL,88,308,47,91,18,6,0,43,9,,27,29,,1,19,, +stenzja01,1898,1,BLN,NL,35,138,33,35,5,2,0,22,4,,12,4,,6,0,, +stenzja01,1898,2,SLN,NL,108,404,64,114,15,11,1,33,21,,41,9,,13,11,, +stiveja01,1898,1,BSN,NL,41,111,16,28,1,1,2,16,1,,10,8,,0,4,, +stoucto01,1898,1,LS3,NL,4,16,4,5,1,0,0,6,0,,1,1,,0,0,, +sudhowi01,1898,1,SLN,NL,41,120,5,19,2,1,0,4,0,,5,34,,1,5,, +sugdejo01,1898,1,SLN,NL,89,289,29,73,7,1,0,34,5,,23,20,,3,5,, +sulliji01,1898,1,BSN,NL,3,3,0,1,0,0,0,0,0,,0,1,,0,0,, +sullisu01,1898,1,SLN,NL,42,144,10,32,3,0,0,12,1,,13,19,,3,1,, +sutthja01,1898,1,WAS,NL,2,3,0,1,0,0,0,0,0,,1,0,,0,0,, +swaimcy01,1898,1,WAS,NL,16,35,2,5,0,0,0,4,0,,0,6,,0,0,, +tanneje01,1898,1,PIT,NL,60,152,25,44,9,3,1,17,4,,7,17,,0,6,, +taylobi02,1898,1,LS3,NL,9,24,2,6,1,0,0,2,1,,1,0,,1,1,, +tayloja01,1898,1,SLN,NL,54,157,17,38,5,2,1,18,1,,12,19,,0,5,, +tayloja02,1898,1,CHN,NL,5,15,4,3,2,0,0,2,0,,3,1,,0,0,, +tebeapa01,1898,1,CL4,NL,131,477,53,123,11,4,1,63,5,,53,26,,7,9,, +tennefr02,1898,1,BSN,NL,117,488,106,160,25,5,0,62,23,,33,23,,0,15,, +thompsa01,1898,1,PHI,NL,14,63,14,22,5,3,1,15,2,,4,1,,0,0,, +thornwa01,1898,1,CHN,NL,62,210,34,62,5,2,0,14,8,,22,14,,0,3,, +tiernmi01,1898,1,NY1,NL,103,415,90,116,15,11,5,49,19,,43,12,,7,10,, +toddfr01,1898,1,LS3,NL,4,5,1,1,0,1,0,1,0,,0,0,,0,0,, +tucketo01,1898,1,BRO,NL,73,283,35,79,9,4,1,34,1,,12,12,,7,6,, +tucketo01,1898,2,SLN,NL,72,252,18,60,7,2,0,20,1,,18,19,,12,1,, +turnetu01,1898,1,SLN,NL,35,141,20,28,8,0,0,7,1,,14,14,,2,5,, +vanhage01,1898,1,NY1,NL,156,654,129,204,28,16,2,68,36,,59,40,,4,5,, +vaughfa01,1898,1,CIN,NL,78,275,35,84,12,4,1,46,4,,11,5,,3,6,, +wagnebu01,1898,1,WAS,NL,63,223,20,50,11,2,1,31,4,,14,9,,3,3,, +wagnebu01,1898,2,BRO,NL,11,38,2,9,1,1,0,3,0,,2,1,,0,1,, +wagneho01,1898,1,LS3,NL,151,588,80,176,29,3,10,105,27,,31,20,,6,10,, +wallabo01,1898,1,CL4,NL,154,593,81,160,25,13,3,99,7,,63,14,,4,11,, +warnejo01,1898,1,NY1,NL,110,373,40,96,14,5,0,42,9,,22,28,,10,4,, +weberch01,1898,1,WAS,NL,1,2,0,0,0,0,0,0,0,,0,0,,0,0,, +weyhigu01,1898,1,WAS,NL,46,141,12,25,3,0,0,5,2,,8,26,,0,7,, +wheelge01,1898,1,PHI,NL,15,43,5,8,1,0,0,3,0,,3,3,,0,3,, +willipo01,1898,1,WAS,NL,2,8,3,3,1,0,0,0,0,,0,0,,1,0,, +willivi01,1898,1,BSN,NL,41,117,9,17,0,0,0,6,0,,11,23,,2,2,, +wilmowa01,1898,1,NY1,NL,35,138,16,33,4,2,2,22,4,,9,4,,0,2,, +wilsobi01,1898,1,LS3,NL,29,102,5,17,1,2,1,13,3,,5,13,,1,2,, +wilsohe01,1898,1,BLN,NL,1,2,0,0,0,0,0,0,0,,1,2,,0,0,, +wilsopa01,1898,1,NY1,NL,1,4,0,0,0,0,0,0,0,,0,1,,0,0,, +wilsoze01,1898,1,CL4,NL,37,118,11,21,2,1,0,9,0,,5,13,,2,7,, +wolveha01,1898,1,CHN,NL,13,49,4,16,1,0,0,2,1,,1,3,,1,3,, +woodbo01,1898,1,CIN,NL,39,109,14,30,6,0,0,16,1,,9,1,,0,2,, +woodswa01,1898,1,CHN,NL,48,154,16,27,1,0,0,8,3,,4,15,,1,3,, +wriglze01,1898,1,WAS,NL,111,400,50,98,9,10,2,39,10,,20,25,,1,7,, +yeagege01,1898,1,BSN,NL,68,221,37,59,13,1,3,24,1,,16,14,,4,3,, +yeagejo01,1898,1,BRO,NL,43,134,12,23,5,1,0,15,1,,7,21,,1,3,, +youngcy01,1898,1,CL4,NL,47,154,20,39,4,1,2,13,2,,8,12,,2,5,, +zearfda01,1898,1,NY1,NL,1,1,0,1,0,0,0,0,0,,0,0,,0,0,, +zimmech01,1898,1,CL4,NL,20,63,5,15,2,0,0,4,2,,5,7,,1,4,, +anderjo01,1899,1,BRO,NL,117,439,65,118,18,7,4,92,25,,27,24,,4,2,, +atherch01,1899,1,WAS,NL,65,242,28,60,5,6,0,23,2,,21,26,,2,4,, +baileha01,1899,1,BSN,NL,12,34,3,8,2,0,0,2,0,,2,3,,1,0,, +bakerki01,1899,1,WAS,NL,12,19,1,3,0,0,0,1,0,,1,6,,0,0,, +barreji01,1899,1,CIN,NL,26,92,30,34,2,4,0,10,4,,18,7,,1,3,, +barrysh01,1899,1,WAS,NL,78,247,31,71,7,5,1,33,11,,12,14,,3,4,, +batesfr01,1899,1,SLN,NL,2,3,2,1,0,0,0,1,0,,2,0,,0,0,, +batesfr01,1899,2,CL4,NL,21,65,5,14,1,0,0,3,0,,7,19,,1,0,, +beaumgi01,1899,1,PIT,NL,111,437,90,154,15,8,3,38,31,,41,27,,7,4,, +becker01,1899,1,BRO,NL,8,24,2,4,2,0,0,2,0,,0,4,,0,0,, +becklja01,1899,1,CIN,NL,135,517,87,172,27,16,3,99,20,,40,21,,10,16,, +bergema01,1899,1,BSN,NL,72,260,32,67,11,3,1,34,4,,10,29,,2,0,, +bernhbi01,1899,1,PHI,NL,21,54,5,13,1,0,0,2,1,,2,7,,0,0,, +blakeha01,1899,1,SLN,NL,97,292,50,70,9,4,2,41,16,,43,15,,2,8,, +bonnefr01,1899,1,WAS,NL,85,347,41,95,20,4,2,44,6,,18,13,,2,3,, +bowerfr01,1899,1,PIT,NL,110,427,51,111,16,10,3,53,10,,12,16,,5,13,, +bradlbi01,1899,1,CHN,NL,35,129,26,40,6,1,2,18,4,,12,17,,2,1,, +brashki01,1899,1,LS3,NL,3,2,0,1,0,0,0,0,0,,0,0,,0,0,, +breitte01,1899,1,CIN,NL,33,105,18,37,4,1,1,11,1,,10,11,,0,4,, +bristge01,1899,1,CL4,NL,3,8,0,1,1,0,0,0,0,,0,1,,1,0,, +brodist01,1899,1,BLN,NL,137,531,82,164,26,1,3,87,19,,31,23,,23,17,, +buelofr01,1899,1,SLN,NL,7,15,4,7,0,2,0,2,0,,2,2,,1,0,, +burkeje01,1899,1,SLN,NL,141,558,116,221,21,8,7,71,25,,67,23,,2,8,, +burkeji01,1899,1,SLN,NL,2,6,1,2,0,0,0,0,0,,1,0,,0,0,, +butledi01,1899,1,WAS,NL,12,36,4,10,0,1,0,1,1,,2,0,,0,0,, +byersbu01,1899,1,LS3,NL,1,3,0,0,0,0,0,0,0,,0,2,,0,0,, +callani01,1899,1,CHN,NL,47,150,21,39,4,3,0,18,9,,8,9,,2,5,, +carribi01,1899,1,NY1,NL,44,130,7,18,2,1,0,10,1,,11,47,,0,4,, +carseki01,1899,1,CL4,NL,11,36,5,10,0,0,0,4,0,,3,4,,0,0,, +carseki01,1899,2,WAS,NL,4,11,1,0,0,0,0,0,0,,0,0,,0,1,, +carseki01,1899,3,NY1,NL,5,18,2,6,1,0,0,1,2,,2,0,,0,0,, +caseydo01,1899,1,WAS,NL,9,34,3,4,2,0,0,2,1,,2,1,,0,1,, +caseydo01,1899,2,BRO,NL,134,525,75,141,14,8,1,43,27,,25,16,,9,6,, +cassipe01,1899,1,BRO,NL,6,20,2,3,1,0,0,4,1,,1,4,,2,0,, +cassipe01,1899,2,WAS,NL,46,178,21,56,13,0,3,32,5,,9,9,,5,0,, +chancfr01,1899,1,CHN,NL,64,192,37,55,6,2,1,22,10,,15,9,,4,2,, +chesbja01,1899,1,PIT,NL,19,58,3,9,0,0,0,3,0,,3,8,,0,2,, +childcu01,1899,1,SLN,NL,125,464,73,123,11,11,1,48,11,,74,19,,2,13,, +chilepe01,1899,1,PHI,NL,97,338,57,108,28,7,2,76,6,,16,19,,1,1,, +clarkbo02,1899,1,BSN,NL,60,223,25,50,3,2,2,32,2,,10,17,,4,6,, +clarkfr01,1899,1,LS3,NL,149,606,122,206,23,9,5,70,49,,49,18,,16,10,, +clarkwi01,1899,1,PIT,NL,81,300,49,85,13,10,0,44,11,,35,21,,10,3,, +clemeja01,1899,1,CL4,NL,4,12,1,3,0,0,0,0,0,,0,0,,1,0,, +clingbi01,1899,1,LS3,NL,110,369,68,97,15,5,2,45,13,,46,34,,3,9,, +cogandi01,1899,1,CHN,NL,8,25,4,5,1,2,0,4,0,,2,2,,1,1,, +colcoto01,1899,1,NY1,NL,14,37,3,10,1,0,0,6,0,,1,2,,0,0,, +colliha01,1899,1,CL4,NL,23,76,5,23,4,0,0,9,0,,2,9,,0,0,, +colliji01,1899,1,BSN,NL,151,599,98,166,28,11,5,92,12,,40,17,,12,9,, +connoji01,1899,1,CHN,NL,69,234,26,48,7,1,0,24,6,,18,13,,1,10,, +cooledu01,1899,1,PHI,NL,94,406,75,112,15,8,1,31,15,,29,22,,4,6,, +corcoto01,1899,1,CIN,NL,138,540,93,150,11,8,0,81,32,,29,12,,2,15,, +coughbi01,1899,1,WAS,NL,6,24,2,3,0,1,0,3,1,,1,2,,0,0,, +crawfsa01,1899,1,CIN,NL,31,127,25,39,3,7,1,20,6,,2,10,,0,4,, +cregape01,1899,1,NY1,NL,1,2,0,0,0,0,0,0,0,,0,1,,0,0,, +crigelo01,1899,1,SLN,NL,77,258,39,66,4,5,2,44,14,,28,10,,2,6,, +crishpa01,1899,1,BLN,NL,53,172,23,50,5,3,0,20,4,,4,10,,1,1,, +croftha01,1899,1,LS3,NL,2,2,0,0,0,0,0,0,0,,0,0,,0,0,, +croftha01,1899,2,PHI,NL,2,7,0,1,0,0,0,0,0,,1,0,,0,0,, +cronija01,1899,1,CIN,NL,5,17,2,2,0,0,0,2,0,,2,2,,0,0,, +crossla01,1899,1,CL4,NL,38,154,15,44,5,0,1,20,2,,8,0,,1,2,, +crossla01,1899,2,SLN,NL,103,403,61,122,14,5,4,64,11,,17,3,,1,6,, +crossmo01,1899,1,PHI,NL,154,557,85,143,25,6,3,65,26,,56,49,,10,26,, +cunnibe01,1899,1,LS3,NL,44,154,17,40,2,0,2,17,1,,5,13,,0,4,, +cuppyni01,1899,1,SLN,NL,21,70,6,13,0,0,0,3,0,,3,9,,2,2,, +curledo01,1899,1,CHN,NL,10,37,7,4,0,1,0,2,0,,3,4,,3,1,, +dahlebi01,1899,1,BRO,NL,121,428,87,121,22,7,4,76,29,,67,23,,15,4,, +dalyto01,1899,1,BRO,NL,141,498,95,156,24,9,5,88,43,,69,34,,12,8,, +dammabi01,1899,1,CIN,NL,9,18,0,1,0,0,0,2,0,,2,5,,1,0,, +davisge01,1899,1,NY1,NL,109,419,69,141,22,5,1,59,35,,38,15,,2,8,, +davisha01,1899,1,WAS,NL,18,64,3,12,2,3,0,8,2,,8,1,,1,2,, +davisir01,1899,1,NY1,NL,6,17,3,4,1,1,0,2,1,,0,0,,0,0,, +deckege01,1899,1,LS3,NL,39,138,14,37,8,1,1,18,3,,12,5,,2,13,, +deckege01,1899,2,WAS,NL,4,9,0,0,0,0,0,0,0,,0,0,,0,0,, +delahed01,1899,1,PHI,NL,146,581,135,238,55,9,9,137,30,,55,22,,4,5,, +demonge01,1899,1,CHN,NL,82,310,43,87,6,3,0,40,26,,17,18,,5,14,, +demonge01,1899,2,BLN,NL,60,240,40,67,13,4,1,36,21,,10,9,,2,5,, +dextech01,1899,1,LS3,NL,81,298,47,76,7,1,1,34,21,,21,20,,5,21,, +dillopo01,1899,1,PIT,NL,30,121,21,31,5,0,0,20,5,,5,7,,0,3,, +dinnebi01,1899,1,WAS,NL,37,119,9,36,2,0,0,4,0,,8,17,,0,2,, +dohened01,1899,1,NY1,NL,36,116,13,27,2,0,0,9,2,,4,15,,0,0,, +dolanjo02,1899,1,PHI,NL,61,222,27,57,6,3,1,30,3,,11,19,,2,3,, +donahre01,1899,1,PHI,NL,35,111,12,20,0,0,0,7,2,,2,21,,2,5,, +donahti01,1899,1,CHN,NL,92,278,39,69,9,3,0,29,10,,34,14,,7,15,, +donlimi01,1899,1,SLN,NL,66,266,49,86,9,6,6,27,20,,17,33,,1,3,, +donovbi01,1899,1,BRO,NL,5,13,2,3,1,0,0,0,0,,0,2,,0,0,, +donovpa01,1899,1,PIT,NL,122,536,82,156,11,7,1,56,26,,17,17,,5,8,, +douglkl01,1899,1,PHI,NL,77,275,26,70,6,6,0,27,7,,10,3,,6,4,, +dowdto01,1899,1,CL4,NL,147,605,81,168,17,6,2,35,28,,48,10,,2,4,, +dowlipe01,1899,1,LS3,NL,35,119,10,27,4,0,0,9,1,,2,31,,1,2,, +doyleja01,1899,1,NY1,NL,119,452,56,135,16,7,3,77,35,,33,18,,4,3,, +duffyhu01,1899,1,BSN,NL,147,588,103,164,29,7,5,102,26,,39,13,,3,11,, +duncaji01,1899,1,WAS,NL,15,47,5,11,2,0,0,5,1,,4,3,,0,1,, +duncaji01,1899,2,CL4,NL,31,105,9,24,2,3,2,9,0,,4,3,,0,0,, +dunklda01,1899,1,WAS,NL,4,11,0,3,0,0,0,2,0,,0,2,,0,0,, +dunnja01,1899,1,BRO,NL,43,122,21,30,2,1,0,16,3,,3,3,,1,2,, +dwyerfr01,1899,1,CIN,NL,5,11,0,4,0,0,0,0,0,,0,0,,0,0,, +elberki01,1899,1,CIN,NL,41,138,23,36,4,2,0,22,5,,15,6,,11,2,, +elybo01,1899,1,PIT,NL,139,526,67,146,18,6,3,72,8,,22,31,,5,29,, +evansro01,1899,1,WAS,NL,7,20,2,4,0,0,0,2,0,,1,11,,0,2,, +everibi01,1899,1,CHN,NL,136,536,87,166,17,5,1,74,30,,31,24,,3,14,, +farredu01,1899,1,WAS,NL,5,12,2,4,1,0,0,1,1,,2,0,,0,0,, +farredu01,1899,2,BRO,NL,80,254,40,76,10,7,2,55,6,,35,12,,7,1,, +fauvecl01,1899,1,LS3,NL,1,4,0,0,0,0,0,0,0,,0,0,,0,0,, +fifieja01,1899,1,PHI,NL,14,35,2,9,0,0,0,2,0,,3,4,,0,0,, +fifieja01,1899,2,WAS,NL,7,20,0,4,1,0,0,2,0,,2,1,,0,0,, +fishele01,1899,1,NY1,NL,1,4,0,1,0,0,0,0,0,,0,0,,0,0,, +flahepa02,1899,1,LS3,NL,7,24,3,5,1,1,0,6,0,,3,4,,0,0,, +flemito01,1899,1,NY1,NL,22,77,9,16,1,1,0,4,1,,1,7,,0,3,, +flickel01,1899,1,PHI,NL,127,485,98,166,22,11,2,98,31,,42,31,,11,8,, +floodti01,1899,1,SLN,NL,10,31,0,9,0,0,0,3,1,,4,2,,0,2,, +fostepo01,1899,1,NY1,NL,84,301,48,89,9,7,3,57,7,,20,29,,4,3,, +foxpa01,1899,1,PIT,NL,13,41,4,10,0,1,1,3,2,,3,4,,1,1,, +frasech01,1899,1,PHI,NL,40,117,19,21,4,1,0,11,2,,6,22,,1,1,, +freembu01,1899,1,WAS,NL,155,588,107,187,19,25,25,122,21,,23,25,,18,5,, +frisbch01,1899,1,BSN,NL,42,152,22,50,4,2,0,20,10,,9,17,,2,6,, +friskem01,1899,1,CIN,NL,9,25,5,7,1,0,0,2,0,,2,6,,1,0,, +fultzda01,1899,1,PHI,NL,2,5,0,2,0,0,0,0,1,,0,0,,0,0,, +fultzda01,1899,2,BLN,NL,57,210,31,62,3,2,0,18,17,,13,16,,2,6,, +gardnji01,1899,1,PIT,NL,6,13,3,3,1,0,0,0,0,,1,4,,1,0,, +garonwi01,1899,1,NY1,NL,3,4,0,0,0,0,0,0,0,,0,4,,0,0,, +garvine01,1899,1,CHN,NL,24,71,1,11,0,0,0,1,0,,1,15,,1,5,, +gastowe01,1899,1,BRO,NL,1,1,0,1,1,0,0,2,0,,0,0,,1,0,, +gettich01,1899,1,NY1,NL,34,97,7,24,3,0,0,9,4,,7,9,,1,3,, +gettmja01,1899,1,WAS,NL,19,62,5,13,1,0,0,2,4,,4,4,,0,1,, +gingbi01,1899,1,BSN,NL,1,2,0,0,0,0,0,0,0,,0,1,,0,1,, +gleaski01,1899,1,NY1,NL,147,580,73,154,14,5,0,60,29,,24,28,,0,8,, +goeckbi01,1899,1,PHI,NL,37,141,17,37,3,1,0,16,6,,1,3,,3,9,, +gradymi01,1899,1,NY1,NL,87,315,49,106,18,8,2,54,20,,29,12,,7,3,, +graych02,1899,1,PIT,NL,9,26,2,1,0,0,0,0,0,,3,3,,0,0,, +greenda01,1899,1,CHN,NL,117,475,90,140,12,11,6,56,18,,35,50,,7,8,, +griffcl01,1899,1,CHN,NL,39,120,15,31,5,0,0,14,2,,14,9,,2,4,, +grimjo01,1899,1,BRO,NL,15,47,3,13,1,0,0,7,0,,1,0,,2,0,, +hahnno01,1899,1,CIN,NL,38,109,12,16,3,2,0,11,3,,8,31,,0,4,, +hamilbi01,1899,1,BSN,NL,84,297,63,92,7,1,1,33,19,,72,16,,1,5,, +hardesc01,1899,1,NY1,NL,22,72,4,16,0,0,0,4,2,,1,10,,1,2,, +harledi01,1899,1,CL4,NL,142,567,70,142,15,7,1,50,15,,40,40,,13,4,, +harpeja01,1899,1,CL4,NL,5,11,2,2,0,0,0,1,0,,4,1,,0,0,, +harrich01,1899,1,BLN,NL,30,68,16,19,3,0,0,1,4,,3,3,,1,1,, +hartmfr01,1899,1,NY1,NL,51,177,25,42,3,5,1,17,2,,12,5,,10,1,, +hartsto01,1899,1,LS3,NL,30,75,8,18,1,1,1,7,1,,11,17,,1,2,, +hawlepi01,1899,1,CIN,NL,34,101,11,22,4,1,0,10,1,,2,10,,0,0,, +heidrem01,1899,1,SLN,NL,146,591,109,194,21,14,2,82,55,,34,21,,3,20,, +hemphch01,1899,1,SLN,NL,11,37,4,9,0,0,1,3,0,,6,0,,1,1,, +hemphch01,1899,2,CL4,NL,55,202,23,56,3,5,2,23,3,,6,14,,1,0,, +herrile01,1899,1,WAS,NL,2,1,1,1,0,0,0,0,0,,1,0,,0,0,, +heydomi01,1899,1,WAS,NL,3,3,0,0,0,0,0,0,0,,2,1,,0,0,, +hickemi01,1899,1,BSN,NL,1,3,0,1,0,0,0,0,0,,0,0,,0,0,, +hickmch01,1899,1,BSN,NL,19,63,15,25,2,7,0,15,1,,2,7,,2,1,, +hillbi01,1899,1,CL4,NL,11,31,2,4,0,0,0,0,0,,1,9,,0,0,, +hillbi01,1899,2,BLN,NL,8,24,2,7,0,0,0,4,0,,2,2,,0,0,, +hillbi01,1899,3,BRO,NL,2,5,1,3,0,1,0,2,0,,0,0,,0,0,, +hoffebi01,1899,1,PIT,NL,33,91,12,18,2,0,0,2,1,,1,14,,5,0,, +holmedu01,1899,1,BLN,NL,138,553,80,177,31,7,4,66,50,,39,58,,15,16,, +houtzle01,1899,1,CIN,NL,5,17,1,4,0,1,0,0,1,,4,2,,0,0,, +howelha01,1899,1,BLN,NL,28,82,4,12,2,2,0,3,0,,3,22,,2,3,, +hoydu01,1899,1,LS3,NL,155,636,117,194,17,13,5,49,33,,62,31,,10,15,, +hugheja01,1899,1,BRO,NL,35,107,17,27,4,2,0,14,1,,12,16,,0,2,, +hugheji01,1899,1,CL4,NL,36,111,9,18,1,0,0,5,0,,5,12,,0,3,, +hulenbi01,1899,1,WAS,NL,19,68,10,10,1,0,0,3,5,,10,2,,0,1,, +hulswru01,1899,1,LS3,NL,1,0,0,0,0,0,0,0,0,,0,0,,0,1,, +irwinch01,1899,1,CIN,NL,90,314,42,73,4,8,1,52,26,,26,13,,2,7,, +jennihu01,1899,1,BRO,NL,16,41,7,7,0,2,0,6,4,,9,2,,2,3,, +jennihu01,1899,2,BLN,NL,2,8,2,3,0,2,0,2,0,,0,1,,0,0,, +jennihu01,1899,3,BRO,NL,51,175,35,57,3,8,0,34,14,,13,7,,17,7,, +johnsyo01,1899,1,NY1,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +jonesco01,1899,1,SLN,NL,12,29,1,5,3,0,0,0,0,,4,4,,0,1,, +jonesfi01,1899,1,BRO,NL,102,365,75,104,8,2,2,38,18,,54,23,,9,1,, +kahoemi01,1899,1,CIN,NL,14,42,2,7,1,1,0,4,1,,0,4,,0,2,, +katolja01,1899,1,CHN,NL,2,7,1,0,0,0,0,0,0,,1,2,,0,0,, +keelewi01,1899,1,BRO,NL,141,570,140,216,12,13,1,61,45,,37,2,,9,17,, +keistbi01,1899,1,BLN,NL,136,523,96,172,22,16,3,73,33,,16,16,,16,8,, +kellejo01,1899,1,BRO,NL,143,538,108,175,21,14,6,93,31,,70,23,,7,11,, +kellemi01,1899,1,LS3,NL,76,282,48,68,11,2,3,33,10,,21,22,,6,5,, +kennebr01,1899,1,BRO,NL,40,109,14,27,5,3,0,8,1,,7,10,,0,1,, +ketchfr01,1899,1,LS3,NL,15,61,13,18,1,0,0,5,2,,0,6,,1,1,, +killefr01,1899,1,WAS,NL,2,5,0,1,0,0,0,1,0,,0,1,,0,0,, +killefr01,1899,2,BSN,NL,12,41,3,7,1,0,0,5,0,,1,9,,0,0,, +kitsofr01,1899,1,BLN,NL,45,134,12,27,7,1,0,8,7,,5,13,,1,1,, +kittrma01,1899,1,LS3,NL,46,131,11,26,2,1,0,13,3,,26,6,,1,14,, +kittrma01,1899,2,WAS,NL,44,133,14,20,3,0,0,11,2,,10,7,,1,4,, +klobefr01,1899,1,BSN,NL,5,11,3,2,0,0,1,3,0,,3,3,,0,0,, +kneppch01,1899,1,CL4,NL,27,89,6,12,2,1,0,2,0,,4,27,,0,0,, +kolbed01,1899,1,CL4,NL,1,4,1,1,0,0,0,0,0,,0,0,,0,0,, +kruegot01,1899,1,CL4,NL,13,44,4,10,1,0,0,2,1,,8,2,,1,0,, +kuhnsch01,1899,1,BSN,NL,7,18,2,5,0,0,0,3,0,,2,4,,0,0,, +lachaca01,1899,1,BLN,NL,125,472,65,145,23,10,1,75,31,,21,38,,10,5,, +lajoina01,1899,1,PHI,NL,77,312,70,118,19,9,6,70,13,,12,7,,10,3,, +langebi01,1899,1,CHN,NL,107,416,81,135,21,7,1,58,41,,38,8,,1,8,, +langsbo01,1899,1,LS3,NL,1,4,0,0,0,0,0,0,0,,0,0,,0,0,, +lathaar01,1899,1,WAS,NL,6,6,1,1,0,0,0,0,0,,1,1,,0,0,, +latimta01,1899,1,LS3,NL,9,29,3,8,1,0,0,4,1,,2,1,,0,1,, +laudebi01,1899,1,PHI,NL,151,583,74,156,17,6,3,90,15,,34,24,,2,7,, +leachto01,1899,1,LS3,NL,106,406,75,117,10,6,5,57,19,,37,27,,1,10,, +leevesa01,1899,1,PIT,NL,51,146,15,33,6,4,0,18,0,,8,19,,1,6,, +leithbi01,1899,1,WAS,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +lewiste01,1899,1,BSN,NL,29,96,9,25,1,1,0,9,1,,4,9,,0,2,, +lochhha01,1899,1,CL4,NL,148,541,52,129,7,1,1,43,23,,21,29,,10,6,, +longhe01,1899,1,BSN,NL,145,578,91,153,30,8,6,100,20,,45,27,,3,25,, +lowebo01,1899,1,BSN,NL,152,559,81,152,5,9,4,88,17,,35,16,,1,19,, +madisar01,1899,1,PIT,NL,42,118,20,32,2,4,0,19,1,,11,11,,1,2,, +mageebi01,1899,1,LS3,NL,12,27,1,3,1,1,0,5,0,,0,5,,0,2,, +mageebi01,1899,2,PHI,NL,9,31,0,5,0,0,0,2,0,,1,4,,0,1,, +mageebi01,1899,3,WAS,NL,8,15,1,5,1,0,0,2,0,,1,2,,0,1,, +magooge01,1899,1,BLN,NL,62,207,26,53,8,3,0,31,7,,26,11,,5,5,, +magooge01,1899,2,CHN,NL,59,189,24,43,5,1,0,21,5,,24,15,,6,13,, +malarjo01,1899,1,CHN,NL,1,5,0,1,1,0,0,0,0,,0,2,,0,0,, +martifr01,1899,1,NY1,NL,17,54,5,14,2,0,0,1,0,,2,10,,1,0,, +maulal01,1899,1,BRO,NL,4,11,2,3,0,0,0,0,0,,1,1,,0,0,, +maupiha01,1899,1,CL4,NL,5,10,0,0,0,0,0,0,0,,0,0,,0,0,, +mcallsp01,1899,1,CL4,NL,113,418,29,99,6,8,1,31,5,,19,20,,2,12,, +mcbrial01,1899,1,CIN,NL,64,251,57,87,12,5,1,23,5,,30,15,,7,4,, +mcbripe01,1899,1,SLN,NL,12,27,2,5,1,0,1,5,0,,2,9,,0,0,, +mccarja01,1899,1,PIT,NL,139,565,109,173,22,17,4,69,28,,39,13,,4,27,, +mccorba01,1899,1,CHN,NL,102,376,48,97,15,2,2,52,14,,25,30,,4,10,, +mccreto01,1899,1,PIT,NL,119,460,77,149,21,9,3,65,11,,47,36,,3,7,, +mcfarda01,1899,1,BRO,NL,1,2,0,0,0,0,0,0,0,,0,0,,0,0,, +mcfarda01,1899,2,WAS,NL,32,86,6,16,2,3,0,4,0,,5,15,,2,1,, +mcfared01,1899,1,PHI,NL,96,324,59,108,22,9,2,57,9,,36,9,,2,9,, +mcganda01,1899,1,BRO,NL,63,214,49,52,11,4,2,32,16,,21,16,,19,5,, +mcganda01,1899,2,WAS,NL,77,284,65,96,9,8,5,58,11,,14,12,,18,5,, +mcginjo01,1899,1,BLN,NL,50,145,21,28,0,0,0,10,4,,5,19,,2,5,, +mcgrajo01,1899,1,BLN,NL,117,399,140,156,13,3,1,33,73,,124,21,,14,2,, +mcguide01,1899,1,WAS,NL,58,195,25,54,3,1,1,12,3,,16,7,,3,1,, +mcguide01,1899,2,BRO,NL,46,157,22,50,12,4,0,23,4,,12,5,,5,1,, +mcjamdo01,1899,1,BRO,NL,37,112,8,19,4,1,0,6,1,,2,22,,0,0,, +mckeaed01,1899,1,SLN,NL,67,277,40,72,7,3,3,40,4,,20,4,,0,4,, +mckenki01,1899,1,BLN,NL,9,17,1,1,1,0,0,0,0,,3,3,,1,0,, +mcmanfr01,1899,1,WAS,NL,7,21,3,8,1,0,0,2,3,,2,4,,0,0,, +mcparfr01,1899,1,NY1,NL,1,1,1,0,0,0,0,0,0,,0,0,,0,0,, +mcphebi01,1899,1,CIN,NL,112,377,60,105,17,7,1,65,18,,40,33,,7,8,, +meekijo01,1899,1,NY1,NL,18,58,7,12,2,1,1,4,1,,3,4,,0,0,, +meekijo01,1899,2,BSN,NL,13,41,4,7,1,1,0,4,0,,2,7,,0,0,, +mercewi01,1899,1,WAS,NL,108,375,73,112,6,7,1,35,16,,32,17,,4,6,, +merribi01,1899,1,BSN,NL,1,2,0,0,0,0,0,0,0,,0,0,,1,0,, +mertesa01,1899,1,CHN,NL,117,426,83,127,13,16,9,81,45,,33,35,,0,15,, +messito01,1899,1,LS3,NL,3,11,0,1,0,0,0,0,0,,0,3,,0,0,, +milledu01,1899,1,CIN,NL,81,327,45,83,12,6,0,37,18,,9,13,,3,7,, +milledu01,1899,2,SLN,NL,10,39,3,8,1,0,0,3,1,,3,4,,1,2,, +millera01,1899,1,BLN,NL,6,11,4,2,1,1,0,2,0,,4,4,,1,0,, +nichoar01,1899,1,CHN,NL,17,47,5,12,2,0,1,11,3,,0,1,,2,1,, +nichoki01,1899,1,BSN,NL,42,136,13,26,3,0,1,12,1,,6,9,,0,2,, +nopsje01,1899,1,BLN,NL,34,105,6,29,2,0,0,12,0,,2,18,,1,0,, +obrieja02,1899,1,WAS,NL,127,468,68,132,11,5,6,51,17,,31,32,,3,14,, +obriejo02,1899,1,BLN,NL,39,135,14,26,4,0,1,17,4,,15,6,,2,3,, +obriejo02,1899,2,PIT,NL,79,279,26,63,2,4,1,33,8,,21,7,,2,10,, +obrieto02,1899,1,NY1,NL,151,577,101,171,22,10,6,77,23,,44,26,,4,4,, +oconnja01,1899,1,SLN,NL,84,289,33,73,5,6,0,43,7,,15,6,,4,5,, +oneiljo01,1899,1,NY1,NL,2,7,0,0,0,0,0,0,0,,0,0,,0,0,, +orthal01,1899,1,PHI,NL,22,62,5,13,3,1,1,5,2,,1,3,,0,1,, +owensre01,1899,1,PHI,NL,8,21,0,1,0,0,0,1,0,,2,3,,0,1,, +paddedi01,1899,1,WAS,NL,134,451,66,125,20,7,2,61,27,,24,13,,17,8,, +parenfr01,1899,1,SLN,NL,2,8,0,1,0,0,0,1,0,,0,2,,0,0,, +parkeja01,1899,1,PIT,NL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +payneha01,1899,1,PIT,NL,5,10,1,1,0,0,0,0,0,,1,1,,0,0,, +peitzhe01,1899,1,CIN,NL,94,293,45,79,13,2,1,43,11,,46,11,,2,10,, +phillbi02,1899,1,CIN,NL,34,92,6,12,0,2,0,7,0,,7,13,,0,4,, +phillde01,1899,1,LS3,NL,44,128,17,26,5,0,0,10,3,,8,16,,1,5,, +phylebi01,1899,1,CHN,NL,10,34,2,6,0,0,0,1,0,,0,8,,0,0,, +piattwi01,1899,1,PHI,NL,40,122,11,33,2,2,0,10,0,,5,18,,0,3,, +powelja01,1899,1,SLN,NL,49,134,13,27,0,1,1,6,0,,12,28,,0,4,, +powerdo01,1899,1,LS3,NL,49,169,15,35,8,2,0,22,1,,6,8,,1,6,, +powerdo01,1899,2,WAS,NL,14,38,3,10,2,0,0,3,0,,1,3,,0,2,, +puhljo01,1899,1,NY1,NL,1,2,0,0,0,0,0,0,0,,0,2,,1,0,, +quinnfr01,1899,1,CHN,NL,12,34,6,6,0,1,0,1,1,,6,5,,0,2,, +quinnjo02,1899,1,CL4,NL,147,615,73,176,24,6,0,72,22,,21,10,,2,2,, +reidybi01,1899,1,BRO,NL,2,3,0,0,0,0,0,0,0,,0,0,,0,0,, +reitzhe01,1899,1,PIT,NL,35,133,12,35,4,2,0,16,3,,10,8,,0,6,, +rhinebi01,1899,1,PIT,NL,10,23,4,10,1,2,0,2,0,,0,1,,0,1,, +riddldo01,1899,1,WAS,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +ritchcl01,1899,1,LS3,NL,148,540,66,162,16,7,4,73,21,,49,19,,10,21,, +roachmi01,1899,1,WAS,NL,24,78,7,17,1,0,0,7,3,,3,3,,2,1,, +roachsk01,1899,1,CHN,NL,1,4,0,0,0,0,0,0,0,,0,1,,0,0,, +robinwi01,1899,1,BLN,NL,108,356,40,101,15,2,0,47,5,,31,25,,2,6,, +rosebze01,1899,1,PIT,NL,2,2,1,0,0,0,0,0,0,,0,1,,0,0,, +rothebo01,1899,1,BLN,NL,10,21,1,2,0,0,0,3,0,,1,1,,0,1,, +ryanja01,1899,1,BLN,NL,2,4,0,2,1,0,0,1,1,,0,0,,0,0,, +ryanji01,1899,1,CHN,NL,125,525,91,158,20,10,3,68,9,,43,25,,3,4,, +scheifr01,1899,1,WAS,NL,27,94,19,27,4,1,0,9,5,,11,19,,1,3,, +schmicr01,1899,1,CL4,NL,25,70,6,11,0,0,0,1,2,,6,22,,2,1,, +schreos01,1899,1,SLN,NL,6,8,0,0,0,0,0,0,0,,1,1,,0,0,, +schreos01,1899,2,CL4,NL,43,150,15,47,8,3,0,10,4,,6,2,,2,1,, +schreos01,1899,3,SLN,NL,66,269,42,77,12,2,2,37,14,,14,8,,1,1,, +schripo01,1899,1,PIT,NL,92,302,31,85,19,5,1,49,4,,24,10,,5,11,, +sechrdo01,1899,1,NY1,NL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +selbaki01,1899,1,CIN,NL,141,525,105,156,28,11,3,87,38,,70,26,,6,20,, +seyboso01,1899,1,CIN,NL,22,85,13,19,5,1,0,8,2,,6,8,,1,0,, +seymocy01,1899,1,NY1,NL,50,159,25,52,3,2,2,27,2,,4,18,,0,5,, +sheckji01,1899,1,BLN,NL,147,536,104,158,18,10,3,75,77,,56,51,,18,6,, +slaglji01,1899,1,WAS,NL,147,599,92,163,15,8,0,41,22,,55,31,,5,9,, +smithal01,1899,1,BRO,NL,17,61,6,11,0,1,0,6,0,,2,5,,0,1,, +smithal01,1899,2,BLN,NL,41,120,17,46,6,4,0,25,7,,4,11,,3,3,, +smithel01,1899,1,CIN,NL,88,343,65,101,13,6,1,24,10,,47,12,,1,7,, +smithhe01,1899,1,PIT,NL,15,53,9,15,3,1,0,12,2,,5,5,,0,1,, +sockach01,1899,1,CL4,NL,7,22,0,6,1,0,0,3,0,,1,2,,0,0,, +sparktu01,1899,1,PIT,NL,28,62,8,8,2,1,0,5,0,,9,20,,0,0,, +staffge01,1899,1,BSN,NL,55,182,29,55,4,2,3,40,9,,7,14,,0,12,, +staffge01,1899,2,WAS,NL,31,118,11,29,5,1,1,14,4,,5,12,,0,2,, +stahlch01,1899,1,BSN,NL,148,576,122,202,23,19,7,52,33,,72,10,,4,9,, +steelfa01,1899,1,LS3,NL,4,15,2,1,0,1,0,2,0,,2,5,,0,1,, +steinha01,1899,1,CIN,NL,108,390,63,96,16,8,0,43,19,,40,11,,6,8,, +stenzja01,1899,1,SLN,NL,35,128,21,35,9,0,1,19,8,,16,4,,3,5,, +stenzja01,1899,2,CIN,NL,9,29,5,9,1,0,0,3,2,,4,1,,1,0,, +stiveja01,1899,1,CL4,NL,18,39,8,8,1,1,0,2,0,,6,2,,1,0,, +streios01,1899,1,BSN,NL,2,7,0,0,0,0,0,0,0,,0,1,,0,0,, +stuarbi01,1899,1,NY1,NL,1,3,0,0,0,0,0,0,0,,0,2,,0,0,, +sudhowi01,1899,1,CL4,NL,11,31,1,2,0,1,0,6,0,,4,3,,0,2,, +sudhowi01,1899,2,SLN,NL,25,64,9,13,1,0,0,0,0,,8,13,,0,5,, +sugdejo01,1899,1,CL4,NL,76,250,19,69,5,1,0,14,2,,11,7,,0,7,, +sullibi03,1899,1,BSN,NL,22,74,10,20,2,0,2,12,2,,1,8,,3,0,, +sullimi02,1899,1,BSN,NL,1,3,0,1,0,0,0,0,0,,1,0,,0,0,, +sullisu01,1899,1,CL4,NL,127,473,37,116,16,3,0,55,16,,25,10,,10,6,, +sutthja01,1899,1,SLN,NL,3,10,1,1,0,1,0,2,0,,0,2,,0,0,, +tanneje01,1899,1,PIT,NL,48,136,18,34,5,3,0,11,2,,8,9,,2,4,, +tayloja01,1899,1,CIN,NL,25,71,3,17,2,0,0,7,0,,0,7,,0,3,, +tayloja02,1899,1,CHN,NL,42,139,25,37,9,2,0,17,0,,16,16,,1,1,, +tebeapa01,1899,1,SLN,NL,77,281,27,69,10,3,1,26,5,,18,10,,5,1,, +tennefr02,1899,1,BSN,NL,150,603,115,209,19,17,1,67,28,,63,20,,3,22,, +thomaro01,1899,1,PHI,NL,150,547,137,178,12,4,0,47,42,,115,45,,17,23,, +thomato01,1899,1,SLN,NL,4,12,0,3,1,0,0,2,0,,0,0,,0,0,, +tiernmi01,1899,1,NY1,NL,35,137,17,35,4,2,0,7,2,,10,10,,0,1,, +tucketo01,1899,1,CL4,NL,127,456,40,110,19,3,0,40,3,,24,16,,12,7,, +vanhage01,1899,1,NY1,NL,152,607,118,183,22,3,2,58,31,,75,35,,1,4,, +vaughfa01,1899,1,CIN,NL,31,108,9,19,1,0,0,2,2,,3,3,,0,3,, +wadderu01,1899,1,LS3,NL,10,34,2,8,2,0,0,3,0,,0,7,,0,0,, +wagneho01,1899,1,LS3,NL,148,575,100,196,45,13,7,114,37,,40,36,,11,4,, +wallabo01,1899,1,SLN,NL,151,577,91,170,28,14,12,108,17,,54,20,,2,5,, +warnejo01,1899,1,NY1,NL,88,293,38,78,8,1,0,19,15,,15,20,,6,2,, +weyhigu01,1899,1,WAS,NL,43,126,13,26,3,1,0,12,2,,8,26,,0,6,, +wheelge01,1899,1,PHI,NL,6,17,2,4,1,0,1,3,1,,1,2,,0,1,, +wilheha01,1899,1,LS3,NL,5,12,1,3,0,1,1,2,0,,1,1,,0,0,, +williji01,1899,1,PIT,NL,153,621,126,220,28,27,9,116,26,,60,51,,6,6,, +willivi01,1899,1,BSN,NL,41,134,14,29,3,0,0,16,0,,4,9,,1,3,, +willsda01,1899,1,LS3,NL,24,94,15,21,3,1,0,12,1,,2,11,,0,0,, +wilsohi01,1899,1,CL4,NL,1,3,0,1,1,0,0,0,0,,0,1,,0,0,, +wilsopa01,1899,1,NY1,NL,98,332,49,89,8,6,0,42,16,,43,14,,4,7,, +wilsoze01,1899,1,SLN,NL,5,10,0,0,0,0,0,0,0,,1,0,,0,0,, +wolveha01,1899,1,CHN,NL,99,389,50,111,14,11,1,49,14,,30,14,,9,14,, +woodbo01,1899,1,CIN,NL,63,195,34,61,11,7,0,24,3,,25,3,,5,2,, +woodrpe01,1899,1,NY1,NL,20,61,11,15,1,1,2,7,3,,9,11,,0,0,, +woodswa01,1899,1,LS3,NL,42,126,15,19,1,1,1,14,5,,10,7,,0,6,, +wriglze01,1899,1,NY1,NL,4,15,1,3,0,0,0,1,1,,1,3,,0,0,, +wriglze01,1899,2,BRO,NL,15,49,4,10,2,2,0,11,2,,3,2,,0,1,, +yeagege01,1899,1,BSN,NL,3,8,1,1,0,0,0,0,0,,1,0,,0,0,, +yeagejo01,1899,1,BRO,NL,23,47,12,9,0,1,0,4,0,,6,7,,4,2,, +youngcy01,1899,1,SLN,NL,44,148,22,32,5,3,1,18,1,,2,12,,0,6,, +zieglch01,1899,1,CL4,NL,2,8,2,2,0,0,0,0,0,,0,0,,0,0,, +zimmech01,1899,1,CL4,NL,20,73,9,25,2,1,2,14,1,,5,5,,3,0,, +zimmech01,1899,2,LS3,NL,75,262,43,78,11,3,2,29,9,,22,17,,8,10,, +allenbo01,1900,1,CIN,NL,5,15,0,2,1,0,0,1,0,,0,4,,1,0,, +baileha01,1900,1,BSN,NL,4,9,2,2,0,1,0,1,0,,0,2,,0,0,, +barreji01,1900,1,CIN,NL,137,545,114,172,11,7,5,42,44,,72,63,,5,10,, +barrysh01,1900,1,BSN,NL,81,254,40,66,10,7,1,37,9,,13,16,,2,8,, +beaumgi01,1900,1,PIT,NL,138,567,105,158,14,9,5,50,27,,40,34,,4,21,, +becklja01,1900,1,CIN,NL,141,558,98,190,26,10,2,94,23,,40,18,,4,12,, +bernacu01,1900,1,NY1,NL,20,71,9,18,2,0,0,8,1,,6,4,,2,1,, +bernhbi01,1900,1,PHI,NL,32,91,7,14,1,0,0,6,0,,3,18,,0,0,, +bowerfr01,1900,1,NY1,NL,80,270,25,65,5,3,1,42,10,,6,22,,4,2,, +bradlbi01,1900,1,CHN,NL,122,444,63,125,21,8,5,49,14,,27,61,,5,7,, +breitte01,1900,1,CIN,NL,41,126,12,24,1,1,2,12,0,,9,18,,0,1,, +bresnro01,1900,1,CHN,NL,2,2,0,0,0,0,0,0,0,,0,0,,0,0,, +buelofr01,1900,1,SLN,NL,6,17,2,4,0,0,0,3,0,,0,7,,0,0,, +burkeje01,1900,1,SLN,NL,141,559,88,203,11,15,7,68,32,,62,35,,3,19,, +callani01,1900,1,CHN,NL,32,115,16,27,3,2,0,9,5,,6,13,,0,5,, +carribi01,1900,1,NY1,NL,45,115,14,20,1,1,0,5,1,,9,38,,0,4,, +caseydo01,1900,1,BRO,NL,1,3,0,1,0,0,0,1,0,,0,0,,1,0,, +chambro01,1900,1,BSN,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +chancfr01,1900,1,CHN,NL,56,149,26,44,9,3,0,13,8,,15,12,,15,8,, +chesbja01,1900,1,PIT,NL,32,85,10,15,4,1,0,9,1,,6,17,,0,0,, +childcu01,1900,1,CHN,NL,137,531,67,128,14,5,0,44,15,,57,23,,7,20,, +chilepe01,1900,1,PHI,NL,33,111,13,24,6,2,1,23,4,,6,6,,0,3,, +clarkbo02,1900,1,BSN,NL,81,270,35,85,5,2,1,30,0,,9,16,,3,9,, +clarkfr01,1900,1,PIT,NL,106,399,84,110,15,12,3,32,21,,51,20,,7,9,, +clemeja01,1900,1,BSN,NL,16,42,6,13,1,0,1,10,0,,3,0,,1,0,, +clingbi01,1900,1,CHN,NL,47,159,15,33,6,0,0,11,6,,17,18,,2,1,, +cogandi01,1900,1,NY1,NL,3,8,0,1,0,0,0,0,0,,1,1,,0,0,, +colliji01,1900,1,BSN,NL,142,586,104,178,25,5,6,95,23,,34,13,,10,9,, +connbe01,1900,1,PHI,NL,6,9,4,3,1,0,0,1,0,,0,0,,0,0,, +connojo03,1900,1,BSN,NL,7,19,2,4,0,0,0,4,1,,2,2,,0,0,, +cooledu01,1900,1,PIT,NL,66,249,30,50,8,1,0,22,9,,14,21,,0,12,, +corcoto01,1900,1,CIN,NL,127,523,64,128,21,9,1,54,27,,22,18,,2,15,, +crawfsa01,1900,1,CIN,NL,101,389,68,101,15,15,7,59,14,,28,35,,3,4,, +crigelo01,1900,1,SLN,NL,80,288,31,78,8,6,2,38,5,,4,4,,2,0,, +crossla01,1900,1,SLN,NL,16,61,6,18,1,0,0,6,1,,1,2,,0,3,, +crossla01,1900,2,BRO,NL,117,461,73,135,14,6,4,67,20,,25,5,,2,4,, +crossmo01,1900,1,PHI,NL,131,466,59,94,11,3,3,62,19,,51,51,,6,7,, +cunnibe01,1900,1,CHN,NL,8,27,5,4,1,0,0,1,1,,1,5,,1,0,, +cuppyni01,1900,1,BSN,NL,17,42,7,11,3,0,0,6,0,,4,4,,0,0,, +dahlebi01,1900,1,BRO,NL,133,483,87,125,16,11,1,69,31,,73,27,,7,2,, +dalyto01,1900,1,BRO,NL,97,343,72,107,17,3,4,55,27,,46,18,,6,5,, +davisge01,1900,1,NY1,NL,114,426,69,136,20,4,3,61,29,,35,23,,4,7,, +delahed01,1900,1,PHI,NL,131,539,82,174,32,10,2,109,16,,41,36,,7,14,, +demonge01,1900,1,BRO,NL,69,234,34,57,8,1,0,28,21,,10,16,,3,6,, +dextech01,1900,1,CHN,NL,40,125,7,25,5,0,2,20,2,,1,8,,1,3,, +dillapa01,1900,1,SLN,NL,57,183,24,42,5,2,0,12,7,,13,17,,1,1,, +dillopo01,1900,1,PIT,NL,5,18,3,2,1,0,0,1,0,,0,0,,0,0,, +dinnebi01,1900,1,BSN,NL,44,125,14,35,1,0,0,9,6,,9,16,,1,6,, +dohened01,1900,1,NY1,NL,20,54,7,12,3,0,0,7,4,,1,17,,0,0,, +dolanco01,1900,1,CHN,NL,13,48,5,13,1,0,0,2,2,,2,3,,0,0,, +dolanjo02,1900,1,PHI,NL,74,257,39,51,7,3,1,27,10,,16,26,,5,8,, +donahji02,1900,1,PIT,NL,3,10,1,2,0,1,0,3,1,,0,1,,0,0,, +donahre01,1900,1,PHI,NL,32,90,9,20,0,0,0,12,1,,3,18,,1,5,, +donahti01,1900,1,CHN,NL,67,216,21,51,10,1,0,17,8,,19,10,,5,6,, +donlimi01,1900,1,SLN,NL,78,276,40,90,8,6,10,48,14,,14,34,,1,6,, +donovbi01,1900,1,BRO,NL,5,13,0,0,0,0,0,2,0,,0,4,,0,0,, +donovpa01,1900,1,SLN,NL,126,503,78,159,11,1,0,61,45,,38,15,,3,6,, +douglkl01,1900,1,PHI,NL,50,160,23,48,9,4,0,25,7,,13,8,,2,1,, +doyleja01,1900,1,NY1,NL,133,505,69,135,24,1,1,66,34,,34,16,,3,2,, +duffyhu01,1900,1,BSN,NL,55,181,27,55,5,4,2,31,11,,16,5,,0,5,, +dungasa01,1900,1,CHN,NL,6,15,1,4,0,0,0,1,0,,1,2,,0,0,, +dunnja01,1900,1,BRO,NL,10,26,2,6,0,0,0,1,0,,1,1,,0,0,, +dunnja01,1900,2,PHI,NL,10,33,3,10,1,0,0,5,1,,0,2,,0,0,, +easonma01,1900,1,CHN,NL,1,3,0,0,0,0,0,0,0,,0,1,,0,0,, +elybo01,1900,1,PIT,NL,130,475,60,116,6,6,0,51,6,,17,29,,1,10,, +everibi01,1900,1,CHN,NL,23,91,10,24,4,0,0,17,2,,3,5,,0,1,, +farredu01,1900,1,BRO,NL,76,273,33,75,11,5,0,39,3,,11,12,,3,4,, +flahepa02,1900,1,PIT,NL,4,9,0,1,0,0,0,0,0,,1,1,,0,0,, +flickel01,1900,1,PHI,NL,138,545,106,200,32,16,11,110,35,,56,30,,16,6,, +fostepo01,1900,1,NY1,NL,31,84,19,22,3,1,0,11,0,,11,12,,0,1,, +frasech01,1900,1,PHI,NL,29,85,8,22,4,1,0,10,2,,5,21,,1,5,, +freembu01,1900,1,BSN,NL,117,418,58,126,19,13,6,65,10,,25,28,,10,8,, +frisbch01,1900,1,NY1,NL,4,13,2,2,1,0,0,3,0,,2,3,,0,2,, +ganzejo01,1900,1,CHN,NL,78,284,29,78,14,4,4,32,5,,10,10,,7,7,, +garvine01,1900,1,CHN,NL,30,91,12,14,1,0,0,4,0,,3,16,,1,0,, +geierph01,1900,1,CIN,NL,30,113,18,29,1,4,0,10,3,,7,7,,1,2,, +gleaski01,1900,1,NY1,NL,111,420,60,104,11,3,1,29,23,,17,19,,2,10,, +gradymi01,1900,1,NY1,NL,83,251,36,55,8,4,0,27,9,,34,27,,8,3,, +greenda01,1900,1,CHN,NL,103,389,63,116,21,5,5,49,28,,17,36,,7,6,, +griffcl01,1900,1,CHN,NL,30,95,16,24,4,1,1,7,2,,8,7,,0,1,, +hahnno01,1900,1,CIN,NL,39,115,12,24,3,1,2,9,0,,2,42,,1,3,, +hamilbi01,1900,1,BSN,NL,136,520,103,173,20,5,1,47,32,,107,22,,3,5,, +harledi01,1900,1,CIN,NL,5,21,2,9,1,0,0,5,4,,1,1,,0,2,, +harpeja01,1900,1,SLN,NL,1,1,0,0,0,0,0,0,0,,0,1,,0,0,, +hartsto01,1900,1,CIN,NL,18,64,10,21,2,1,2,5,7,,8,9,,0,6,, +harveza01,1900,1,CHN,NL,2,3,0,0,0,0,0,0,0,,0,2,,0,0,, +hawlepi01,1900,1,NY1,NL,41,123,9,25,1,1,1,11,0,,3,15,,0,4,, +heidrem01,1900,1,SLN,NL,85,339,51,102,6,8,2,45,22,,18,11,,1,6,, +hickmch01,1900,1,NY1,NL,127,473,65,148,19,17,9,91,10,,17,30,,17,4,, +howelha01,1900,1,BRO,NL,22,42,6,12,2,0,1,6,1,,6,5,,1,0,, +hugheji01,1900,1,SLN,NL,20,41,6,7,0,0,0,2,0,,8,5,,0,0,, +hugheto01,1900,1,CHN,NL,3,6,0,0,0,0,0,0,0,,2,1,,0,0,, +hustibe01,1900,1,PIT,NL,2,3,0,0,0,0,0,0,0,,0,2,,0,0,, +irwinch01,1900,1,CIN,NL,87,333,59,91,15,6,1,44,9,,14,15,,6,9,, +jacklfr01,1900,1,PHI,NL,5,11,0,2,1,0,0,3,0,,0,2,,0,0,, +jennihu01,1900,1,BRO,NL,115,441,61,120,18,6,1,69,31,,31,29,,20,13,, +jonesco01,1900,1,SLN,NL,39,117,12,21,0,2,0,7,0,,7,37,,0,3,, +jonesfi01,1900,1,BRO,NL,136,552,106,171,26,4,4,54,33,,57,26,,9,11,, +kahoemi01,1900,1,CIN,NL,52,175,18,33,3,3,1,9,3,,4,7,,2,3,, +keelewi01,1900,1,BRO,NL,136,563,106,204,13,12,4,68,41,,30,4,,7,19,, +keistbi01,1900,1,SLN,NL,126,497,78,149,26,10,1,72,32,,25,15,,11,6,, +kellejo01,1900,1,BRO,NL,121,454,90,145,23,17,6,91,26,,53,18,,6,0,, +kennebr01,1900,1,BRO,NL,43,123,10,37,8,2,0,15,0,,5,13,,0,2,, +killefr01,1900,1,CHN,NL,6,20,0,3,0,0,0,2,0,,1,3,,1,1,, +kitsofr01,1900,1,BRO,NL,43,109,20,32,5,1,0,16,2,,6,13,,0,1,, +klingjo01,1900,1,CHN,NL,15,51,8,15,3,1,0,7,0,,2,3,,0,1,, +kruegot01,1900,1,SLN,NL,12,35,8,14,3,2,1,3,0,,10,4,,1,6,, +lajoina01,1900,1,PHI,NL,102,451,95,152,33,12,7,92,22,,10,8,,8,2,, +latimta01,1900,1,PIT,NL,4,12,1,4,1,0,0,2,0,,0,0,,0,0,, +leachto01,1900,1,PIT,NL,51,160,20,34,1,2,1,16,8,,21,16,,0,5,, +leevesa01,1900,1,PIT,NL,30,88,9,18,2,2,1,5,1,,2,9,,0,0,, +lewiste01,1900,1,BSN,NL,30,73,10,10,0,0,0,5,0,,11,13,,0,2,, +longhe01,1900,1,BSN,NL,125,486,80,127,19,4,12,66,26,,44,23,,2,18,, +lowebo01,1900,1,BSN,NL,127,474,65,132,11,5,3,71,15,,26,16,,5,9,, +mathech01,1900,1,NY1,NL,6,11,1,2,2,0,0,1,0,,1,2,,0,0,, +maulal01,1900,1,PHI,NL,5,15,2,3,0,0,0,1,0,,2,3,,0,0,, +mcbrial01,1900,1,CIN,NL,112,436,59,120,15,8,4,59,12,,25,28,,4,5,, +mccarja01,1900,1,CHN,NL,124,503,68,148,16,7,0,48,22,,24,17,,2,11,, +mccorba01,1900,1,CHN,NL,110,379,35,83,13,5,3,48,8,,38,44,,1,18,, +mccreto01,1900,1,PIT,NL,43,132,20,29,4,3,1,13,2,,16,23,,0,6,, +mcfared01,1900,1,PHI,NL,94,344,50,105,14,8,0,38,9,,29,18,,3,11,, +mcganda01,1900,1,SLN,NL,121,444,79,132,10,9,4,58,26,,32,20,,24,7,, +mcginjo01,1900,1,BRO,NL,46,145,18,28,4,1,0,16,4,,1,17,,0,5,, +mcgrajo01,1900,1,SLN,NL,99,334,84,115,10,4,2,33,29,,85,9,,23,5,, +mcguide01,1900,1,BRO,NL,71,241,20,69,15,2,0,34,2,,19,17,,4,1,, +mclauwa01,1900,1,PHI,NL,1,2,0,1,0,0,0,0,0,,1,0,,0,0,, +meekijo01,1900,1,PIT,NL,2,4,0,0,0,0,0,0,0,,0,2,,0,0,, +menefjo01,1900,1,CHN,NL,17,46,5,5,0,0,0,4,0,,2,1,,2,2,, +mercewi01,1900,1,NY1,NL,76,248,32,73,4,0,0,27,15,,26,26,,2,3,, +mertesa01,1900,1,CHN,NL,127,481,72,142,25,4,7,60,38,,42,26,,3,22,, +murphda02,1900,1,NY1,NL,22,74,11,20,1,0,0,6,4,,8,12,,0,2,, +murphmo01,1900,1,PHI,NL,11,36,2,10,0,1,0,3,0,,0,3,,0,1,, +myersbe01,1900,1,PHI,NL,7,28,5,5,1,0,0,2,1,,3,3,,0,0,, +newtodo01,1900,1,CIN,NL,36,86,11,17,0,1,0,7,2,,6,26,,0,4,, +nichoar01,1900,1,CHN,NL,8,25,1,5,0,0,0,0,1,,3,2,,0,0,, +nichoki01,1900,1,BSN,NL,29,90,14,18,0,0,1,7,1,,7,8,,0,2,, +nopsje01,1900,1,BRO,NL,9,25,0,4,0,0,0,1,0,,3,10,,0,0,, +obrieto02,1900,1,PIT,NL,102,376,61,109,22,6,3,61,12,,21,18,,13,3,, +oconnja01,1900,1,SLN,NL,10,32,4,7,0,0,0,6,0,,2,2,,2,0,, +oconnja01,1900,2,PIT,NL,43,147,15,35,4,1,0,19,5,,3,4,,2,1,, +orthal01,1900,1,PHI,NL,39,129,6,40,4,1,1,21,2,,2,16,,1,0,, +peitzhe01,1900,1,CIN,NL,91,294,34,75,14,1,2,34,5,,20,19,,7,1,, +phillbi02,1900,1,CIN,NL,29,79,8,13,0,0,0,3,1,,3,8,,2,1,, +phillde01,1900,1,PIT,NL,38,105,7,19,3,1,0,7,0,,1,16,,4,4,, +piattwi01,1900,1,PHI,NL,22,68,8,17,0,1,0,7,1,,4,5,,1,1,, +pittito01,1900,1,BSN,NL,18,46,2,6,0,0,0,2,0,,0,11,,0,0,, +pooleed01,1900,1,PIT,NL,2,4,1,2,0,1,1,3,0,,0,0,,0,0,, +powelja01,1900,1,SLN,NL,38,109,15,31,4,4,1,12,3,,10,20,,1,4,, +quinnjo02,1900,1,SLN,NL,22,80,12,21,2,0,1,11,4,,10,2,,0,0,, +quinnjo02,1900,2,CIN,NL,74,266,18,73,5,2,0,25,7,,16,16,,0,8,, +ritchcl01,1900,1,PIT,NL,123,476,62,139,17,8,1,67,18,,29,8,,5,18,, +robinwi01,1900,1,SLN,NL,60,210,26,52,5,1,0,28,7,,11,20,,2,1,, +ryanji01,1900,1,CHN,NL,105,415,66,115,25,4,5,59,19,,29,19,,3,3,, +schripo01,1900,1,PIT,NL,37,92,12,27,7,0,1,12,0,,10,3,,3,0,, +scotted01,1900,1,CIN,NL,42,123,9,19,3,2,1,11,0,,1,34,,2,2,, +selbaki01,1900,1,NY1,NL,141,523,98,176,29,12,4,68,36,,72,25,,8,8,, +seymocy01,1900,1,NY1,NL,23,40,9,12,0,0,0,2,0,,3,2,,0,0,, +sheckji01,1900,1,BRO,NL,85,273,74,82,19,10,1,39,30,,42,28,,12,4,, +sheehto01,1900,1,NY1,NL,1,2,0,0,0,0,0,0,0,,0,1,,0,0,, +slaglji01,1900,1,PHI,NL,141,574,115,165,16,9,0,45,34,,60,37,,3,27,, +smithal01,1900,1,BRO,NL,7,25,2,6,0,0,0,3,2,,1,0,,0,1,, +smithel01,1900,1,CIN,NL,29,111,14,31,4,4,1,18,5,,18,2,,2,0,, +smithel01,1900,2,NY1,NL,85,312,47,81,9,7,2,34,14,,24,10,,2,9,, +stahlch01,1900,1,BSN,NL,136,553,88,163,23,16,5,82,27,,34,21,,0,10,, +stantha01,1900,1,SLN,NL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +steelfa01,1900,1,BRO,NL,1,4,0,0,0,0,0,0,0,,0,1,,0,0,, +steinha01,1900,1,CIN,NL,134,510,57,125,29,7,2,66,14,,27,30,,7,19,, +stimmar01,1900,1,CIN,NL,2,5,1,1,0,0,0,2,0,,0,1,,0,0,, +stransa01,1900,1,CHN,NL,27,102,15,29,3,0,0,9,1,,8,18,,2,4,, +sudhowi01,1900,1,SLN,NL,35,106,15,20,1,1,0,6,8,,11,26,,1,1,, +sullibi03,1900,1,BSN,NL,72,238,36,65,6,0,8,41,4,,9,33,,1,3,, +tanneje01,1900,1,PIT,NL,34,110,19,37,7,0,0,17,2,,5,8,,0,5,, +taylodu01,1900,1,NY1,NL,11,22,2,3,0,0,0,1,0,,1,6,,0,1,, +tayloja02,1900,1,CHN,NL,28,81,7,19,3,1,1,6,1,,3,7,,0,3,, +tebeapa01,1900,1,SLN,NL,1,4,0,0,0,0,0,0,0,,0,0,,0,0,, +tennefr02,1900,1,BSN,NL,112,437,77,122,13,5,1,56,17,,39,11,,6,10,, +thomaro01,1900,1,PHI,NL,140,531,132,168,4,3,0,33,37,,115,52,,15,14,, +thomato01,1900,1,SLN,NL,5,11,1,1,0,0,0,0,0,,2,1,,0,1,, +vanhage01,1900,1,NY1,NL,141,571,114,180,30,7,1,51,45,,50,26,,1,13,, +wadderu01,1900,1,PIT,NL,30,81,6,14,2,3,0,9,1,,0,15,,1,0,, +wagneho01,1900,1,PIT,NL,135,527,107,201,45,22,4,100,38,,41,17,,8,4,, +wallabo01,1900,1,SLN,NL,126,485,70,130,25,9,4,70,7,,40,17,,3,4,, +warnejo01,1900,1,NY1,NL,34,108,15,27,4,0,0,13,1,,8,8,,3,4,, +weyhigu01,1900,1,SLN,NL,7,21,1,2,0,0,0,0,0,,0,7,,0,0,, +weyhigu01,1900,2,BRO,NL,8,18,2,4,0,0,0,2,0,,1,4,,0,0,, +williji01,1900,1,PIT,NL,106,416,73,110,15,11,5,68,18,,32,27,,4,3,, +willivi01,1900,1,BSN,NL,32,88,8,12,2,1,0,11,0,,3,10,,1,3,, +wolveha01,1900,1,CHN,NL,3,11,2,2,0,0,0,0,1,,2,2,,0,0,, +wolveha01,1900,2,PHI,NL,101,383,42,108,10,8,3,58,4,,20,13,,3,8,, +woodbo01,1900,1,CIN,NL,45,139,17,37,8,1,0,22,3,,10,7,,1,1,, +woodswa01,1900,1,PIT,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +yeagejo01,1900,1,BRO,NL,3,9,0,3,0,0,0,0,0,,0,1,,0,0,, +youngcy01,1900,1,SLN,NL,41,124,13,22,5,1,1,13,1,,3,7,,2,1,, +zieglch01,1900,1,PHI,NL,3,11,0,3,0,0,0,1,0,,0,1,,0,0,, +zimmech01,1900,1,PIT,NL,82,271,27,80,7,10,0,35,4,,17,28,,11,9,, +anderjo01,1901,1,MLA,AL,138,576,90,190,46,7,8,99,35,,24,21,,3,4,, +bakerbo01,1901,1,CLE,AL,1,4,0,0,0,0,0,0,0,,0,0,,0,0,, +bakerbo01,1901,2,PHA,AL,1,3,0,1,0,0,0,1,0,,0,0,,0,0,, +barreji01,1901,1,DET,AL,135,542,110,159,16,9,4,65,26,,76,64,,5,7,, +barrysh01,1901,1,BSN,NL,11,40,3,7,2,0,0,6,1,,2,3,,1,0,, +barrysh01,1901,2,PHI,NL,67,252,35,62,10,0,1,22,13,,15,22,,2,12,, +bayha01,1901,1,CIN,NL,41,157,25,33,1,2,1,3,4,,13,24,,1,4,, +beaumgi01,1901,1,PIT,NL,133,558,120,185,14,5,8,72,36,,44,39,,2,12,, +becker01,1901,1,CLE,AL,135,539,78,156,26,8,6,79,7,,23,29,,1,4,, +becklja01,1901,1,CIN,NL,140,580,78,178,36,13,3,79,4,,28,37,,7,20,, +bergebi01,1901,1,CIN,NL,87,308,15,55,6,4,1,17,2,,8,40,,0,10,, +bernacu01,1901,1,NY1,NL,23,76,11,17,0,2,0,6,2,,7,11,,0,0,, +bernhbi01,1901,1,PHA,AL,32,107,8,20,4,2,0,8,0,,8,14,,0,3,, +bevilbe01,1901,1,BOS,AL,3,7,2,2,2,0,0,1,0,,0,0,,0,0,, +bonege01,1901,1,MLA,AL,12,43,6,13,2,0,0,6,0,,4,2,,0,0,, +bowerfr01,1901,1,NY1,NL,59,191,20,38,5,3,0,14,3,,7,23,,2,3,, +brackja01,1901,1,CLE,AL,12,44,2,10,4,0,0,4,0,,0,8,,0,0,, +bradlbi01,1901,1,CLE,AL,133,516,95,151,28,13,1,55,15,,26,28,,8,1,, +braggdi01,1901,1,CLE,AL,4,13,1,2,0,0,0,2,1,,0,2,,0,1,, +brainda01,1901,1,CHA,AL,5,20,2,7,1,0,0,5,0,,1,0,,0,0,, +branski01,1901,1,PIT,NL,139,566,92,167,26,16,0,91,23,,29,60,,5,9,, +breitte01,1901,1,SLN,NL,3,6,1,2,0,0,0,0,0,,0,0,,0,0,, +bresnro01,1901,1,BLA,AL,86,295,40,79,9,9,1,32,10,,23,33,,1,4,, +brodist01,1901,1,BLA,AL,83,306,41,95,6,6,2,41,9,,25,15,,8,11,, +brownfr01,1901,1,BSN,NL,7,14,1,2,0,0,0,2,0,,0,2,,0,0,, +brownge01,1901,1,PHI,NL,8,26,2,5,1,0,0,4,2,,1,4,,1,0,, +bruyeed01,1901,1,MLA,AL,26,82,7,15,3,0,0,4,1,,12,22,,1,1,, +bueloch01,1901,1,NY1,NL,22,72,3,8,4,0,0,4,0,,2,15,,1,0,, +buelofr01,1901,1,DET,AL,70,231,28,52,5,5,2,29,2,,11,19,,3,12,, +burkeje01,1901,1,SLN,NL,142,601,142,226,20,15,10,75,27,,59,70,,10,3,, +burkeji01,1901,1,MLA,AL,64,233,24,48,8,0,0,26,6,,17,12,,2,6,, +burkeji01,1901,2,CHA,AL,42,148,20,39,5,0,0,21,11,,12,7,,2,8,, +burkeji01,1901,3,PIT,NL,14,51,4,10,0,0,0,4,0,,4,6,,1,2,, +burnsfa01,1901,1,SLN,NL,1,0,1,0,0,0,0,0,1,,1,0,,0,0,, +butlejo01,1901,1,MLA,AL,1,3,0,0,0,0,0,0,0,,1,2,,0,0,, +callani01,1901,1,CHA,AL,45,118,15,39,7,3,1,19,10,,10,9,,0,4,, +carnepa01,1901,1,BSN,NL,13,55,6,16,2,1,0,6,0,,3,4,,1,0,, +carrch01,1901,1,PHA,AL,2,8,0,1,0,0,0,0,0,,0,0,,0,0,, +carribi01,1901,1,WS1,AL,42,126,8,20,3,1,0,7,0,,8,25,,2,3,, +carrle01,1901,1,PIT,NL,9,28,2,7,1,1,0,4,0,,2,7,,2,0,, +carseki01,1901,1,BRO,NL,2,2,0,0,0,0,0,0,0,,0,0,,0,0,, +casech01,1901,1,CIN,NL,3,10,0,1,0,0,0,0,0,,0,4,,0,0,, +caseydo01,1901,1,DET,AL,128,540,105,153,16,9,2,46,34,,32,28,,10,12,, +cermaed01,1901,1,CLE,AL,1,4,0,0,0,0,0,0,0,,0,4,,0,0,, +chancfr01,1901,1,CHN,NL,69,241,38,67,12,4,0,36,27,,29,24,,9,4,, +chesbja01,1901,1,PIT,NL,36,116,9,25,5,1,1,8,0,,3,31,,1,4,, +childcu01,1901,1,CHN,NL,63,236,24,61,9,0,0,21,3,,30,21,,7,1,, +childpe01,1901,1,SLN,NL,29,79,12,21,1,0,0,8,0,,14,5,,2,0,, +childpe01,1901,2,CHN,NL,60,210,23,48,5,1,0,14,4,,26,26,,2,3,, +clarkbo02,1901,1,WS1,AL,110,422,58,118,15,5,3,54,7,,23,32,,12,8,, +clarkfr01,1901,1,PIT,NL,129,527,118,171,24,15,6,60,23,,51,44,,10,13,, +clingbi01,1901,1,WS1,AL,137,480,66,116,10,7,2,55,10,,42,36,,4,11,, +colliji01,1901,1,BOS,AL,138,564,108,187,42,16,6,94,19,,34,18,,5,12,, +connbe01,1901,1,PHI,NL,5,18,2,4,1,0,0,0,0,,0,5,,1,0,, +connojo03,1901,1,MLA,AL,38,102,10,28,3,1,1,9,4,,6,5,,1,3,, +connojo03,1901,2,CLE,AL,37,121,13,17,3,1,0,6,2,,7,6,,2,3,, +conrowi01,1901,1,MLA,AL,131,503,74,129,20,6,5,64,21,,36,42,,8,13,, +cooledu01,1901,1,BSN,NL,63,240,27,62,13,3,0,27,5,,14,16,,1,8,, +corcoto01,1901,1,CIN,NL,31,115,14,24,3,3,0,15,6,,11,4,,0,1,, +coughbi01,1901,1,WS1,AL,137,506,75,139,17,13,6,68,16,,25,43,,6,11,, +crawfsa01,1901,1,CIN,NL,131,515,91,170,20,16,16,104,13,,37,45,,3,4,, +crigelo01,1901,1,BOS,AL,76,268,26,62,6,3,0,24,7,,11,9,,3,6,, +cristbi01,1901,1,CLE,AL,6,20,3,7,0,2,0,0,0,,0,2,,0,1,, +crockda01,1901,1,DET,AL,28,102,10,29,2,2,0,14,1,,6,8,,2,3,, +croftha01,1901,1,CHN,NL,3,12,1,4,0,0,0,4,0,,0,1,,0,0,, +crolifr01,1901,1,BSN,NL,49,200,22,48,4,1,1,13,6,,9,20,,10,3,, +cronija01,1901,1,DET,AL,31,85,7,21,3,2,0,10,2,,4,25,,1,4,, +crossfr01,1901,1,CLE,AL,1,5,0,3,0,0,0,0,0,,0,2,,0,0,, +crossla01,1901,1,PHA,AL,100,424,82,139,28,12,2,73,23,,19,6,,1,6,, +crossmo01,1901,1,PHI,NL,139,483,49,95,14,1,1,44,24,,52,91,,5,7,, +cunnibe01,1901,1,CHN,NL,1,1,0,0,0,0,0,0,0,,1,1,,0,2,, +cuppyni01,1901,1,BOS,AL,17,49,4,10,3,0,0,6,0,,4,1,,0,1,, +dahlebi01,1901,1,BRO,NL,131,511,69,136,17,9,4,82,23,,30,43,,5,7,, +dalyto01,1901,1,BRO,NL,133,520,88,164,38,10,3,90,31,,42,58,,4,10,, +davisge01,1901,1,NY1,NL,130,491,69,148,26,7,7,65,27,,40,38,,2,5,, +davisha01,1901,1,PHA,AL,117,496,92,152,28,10,8,76,21,,23,16,,2,4,, +davisle01,1901,1,BRO,NL,25,91,11,19,2,0,0,7,4,,10,8,,0,1,, +davisle01,1901,2,PIT,NL,87,335,87,105,8,11,2,33,22,,56,26,,2,8,, +deegadu01,1901,1,NY1,NL,2,5,0,0,0,0,0,0,0,,0,4,,0,0,, +delahed01,1901,1,PHI,NL,139,542,106,192,38,16,8,108,29,,65,60,,4,10,, +delahji01,1901,1,CHN,NL,17,63,4,12,2,0,0,4,5,,3,9,,1,3,, +demonge01,1901,1,BSN,NL,140,577,83,173,14,4,5,72,25,,17,38,,1,24,, +denzero01,1901,1,NY1,NL,11,22,0,2,1,0,0,1,0,,2,8,,1,0,, +dextech01,1901,1,CHN,NL,116,460,46,123,9,5,1,66,22,,16,28,,7,5,, +dillopo01,1901,1,DET,AL,74,281,40,81,14,6,1,42,14,,15,15,,0,8,, +dinnebi01,1901,1,BSN,NL,54,147,13,31,5,0,1,6,8,,8,26,,1,4,, +dobbsjo01,1901,1,CIN,NL,109,435,71,119,17,4,2,27,19,,36,28,,6,11,, +dohened01,1901,1,NY1,NL,13,29,5,10,0,1,0,1,0,,2,5,,0,1,, +dohened01,1901,2,PIT,NL,11,26,5,3,1,0,0,1,1,,7,6,,0,0,, +dolanco01,1901,1,CHN,NL,43,171,29,45,1,2,0,16,3,,7,20,,1,1,, +dolanco01,1901,2,BRO,NL,66,253,33,66,11,1,0,29,7,,17,26,,2,4,, +dolanjo02,1901,1,PHI,NL,10,37,0,3,0,0,0,2,0,,2,6,,0,0,, +dolanjo02,1901,2,PHA,AL,98,338,50,73,21,2,1,38,3,,26,19,,5,6,, +donahji02,1901,1,PIT,NL,2,0,0,0,0,0,0,0,0,,0,0,,0,0,, +donahji02,1901,2,MLA,AL,37,107,10,34,5,4,0,16,4,,10,3,,2,1,, +donahre01,1901,1,PHI,NL,34,113,11,11,2,0,0,2,0,,4,25,,0,3,, +donlimi01,1901,1,BLA,AL,121,476,107,162,23,13,5,67,33,,53,31,,2,8,, +donovbi01,1901,1,BRO,NL,46,135,16,23,3,0,2,13,1,,8,27,,0,8,, +donovpa01,1901,1,SLN,NL,130,531,92,161,23,5,1,73,28,,27,37,,6,14,, +donovto01,1901,1,CLE,AL,18,71,9,18,3,1,0,5,1,,0,4,,0,1,, +douglkl01,1901,1,PHI,NL,51,173,14,56,6,1,0,23,10,,11,11,,2,3,, +dowdto01,1901,1,BOS,AL,138,594,104,159,18,7,3,52,33,,38,22,,3,7,, +dowlipe01,1901,1,MLA,AL,10,19,3,4,0,1,0,1,0,,3,4,,0,0,, +dowlipe01,1901,2,CLE,AL,33,99,5,16,1,0,1,10,0,,2,20,,3,1,, +doyleja01,1901,1,CHN,NL,75,285,21,66,9,2,0,39,8,,7,13,,5,2,, +duffyhu01,1901,1,MLA,AL,79,285,40,86,15,9,2,45,12,,16,7,,1,12,, +dugglbi01,1901,1,PHI,NL,35,115,10,19,2,1,0,5,2,,3,29,,1,3,, +dungasa01,1901,1,WS1,AL,138,559,70,179,26,12,1,73,9,,40,6,,2,9,, +dunnja01,1901,1,PHI,NL,2,1,1,1,0,0,0,0,0,,1,0,,0,0,, +dunnja01,1901,2,BLA,AL,96,362,41,90,9,4,0,36,10,,21,27,,6,14,, +dupeefr01,1901,1,CHA,AL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +eagantr01,1901,1,PIT,NL,4,12,0,1,0,0,0,2,1,,0,5,,0,0,, +eagantr01,1901,2,CLE,AL,5,18,2,3,0,1,0,2,0,,1,2,,0,0,, +easonma01,1901,1,CHN,NL,27,87,4,12,1,0,0,6,1,,1,16,,0,1,, +elberki01,1901,1,DET,AL,121,432,76,133,21,11,3,76,23,,57,18,,7,12,, +elybo01,1901,1,PIT,NL,65,240,18,50,6,3,0,28,5,,6,28,,2,5,, +elybo01,1901,2,PHA,AL,45,171,11,37,6,2,0,16,6,,3,14,,0,8,, +everibi01,1901,1,WS1,AL,33,115,14,22,3,2,0,8,7,,15,11,,3,4,, +farredu01,1901,1,BRO,NL,80,284,38,84,10,6,1,31,7,,7,17,,3,2,, +farrejo02,1901,1,WS1,AL,135,555,100,151,32,11,3,63,25,,52,32,,1,6,, +felixha01,1901,1,NY1,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +ferguch02,1901,1,CHN,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +ferriho01,1901,1,BOS,AL,138,523,68,131,16,15,2,63,13,,23,50,,6,12,, +fishech04,1901,1,NY1,NL,1,2,0,0,0,0,0,0,0,,0,0,,0,0,, +fishech04,1901,2,SLN,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +flickel01,1901,1,PHI,NL,138,540,112,180,32,17,8,88,30,,52,56,,7,13,, +foremfr01,1901,1,BOS,AL,1,4,0,0,0,0,0,0,0,,0,1,,0,0,, +foremfr01,1901,2,BLA,AL,24,80,12,26,2,2,0,10,1,,3,6,,0,1,, +fostepo01,1901,1,WS1,AL,103,392,65,109,16,9,6,54,10,,41,42,,4,1,, +fostepo01,1901,2,CHA,AL,12,35,4,10,2,2,1,6,0,,4,10,,0,0,, +foutzfr01,1901,1,BLA,AL,20,72,13,17,4,1,2,14,0,,8,13,,1,1,, +foxbi01,1901,1,CIN,NL,43,159,9,28,2,1,0,7,9,,4,22,,1,7,, +frasech01,1901,1,PHA,AL,43,139,17,26,2,3,0,8,4,,6,30,,1,5,, +freembu01,1901,1,BOS,AL,129,490,88,166,23,15,12,114,17,,44,30,,6,8,, +frielbi01,1901,1,MLA,AL,106,376,51,100,13,7,4,35,15,,23,17,,1,13,, +friskem01,1901,1,DET,AL,20,48,10,15,3,0,1,7,0,,3,6,,1,0,, +fultzda01,1901,1,PHA,AL,132,561,95,164,17,9,0,52,36,,32,32,,3,16,, +gallash01,1901,1,CLE,AL,2,4,0,0,0,0,0,0,0,,0,1,,0,0,, +gammoda01,1901,1,BSN,NL,28,93,10,18,0,1,0,10,5,,3,15,,3,4,, +gannobi01,1901,1,CHN,NL,15,61,2,9,0,0,0,0,5,,1,10,,0,1,, +ganzejo01,1901,1,NY1,NL,138,526,42,113,13,3,2,66,6,,20,32,,9,7,, +garvine01,1901,1,MLA,AL,37,93,6,10,0,0,0,5,1,,2,16,,0,4,, +gatinfr01,1901,1,BRO,NL,50,197,21,45,7,2,1,21,6,,5,27,,2,3,, +gearda01,1901,1,WS1,AL,58,199,17,47,9,2,0,20,2,,4,11,,0,2,, +geierph01,1901,1,PHA,AL,50,211,42,49,5,2,0,23,7,,24,8,,1,2,, +geierph01,1901,2,MLA,AL,11,39,4,7,1,1,0,1,4,,5,5,,0,0,, +geninfr01,1901,1,CLE,AL,26,101,15,23,5,0,0,9,3,,8,3,,0,4,, +gertelo01,1901,1,MLA,AL,2,3,1,1,0,0,0,0,0,,0,1,,0,0,, +gilbebi02,1901,1,MLA,AL,127,492,77,133,14,7,0,43,19,,31,40,,5,15,, +gleasha01,1901,1,BOS,AL,1,1,0,1,0,0,0,0,1,,0,0,,0,0,, +gleaski01,1901,1,DET,AL,135,547,82,150,16,12,3,75,32,,41,25,,2,15,, +gochnjo01,1901,1,BRO,NL,3,11,1,4,0,0,0,2,1,,1,1,,0,0,, +gradymi01,1901,1,WS1,AL,94,347,57,99,17,10,9,56,14,,27,31,,8,1,, +greenda01,1901,1,CHN,NL,133,537,82,168,16,12,6,61,31,,40,60,,3,6,, +griffcl01,1901,1,CHA,AL,35,89,21,27,3,1,2,14,0,,23,5,,0,3,, +grossge01,1901,1,BSN,NL,7,26,4,3,0,0,0,1,0,,0,5,,0,0,, +guesewh01,1901,1,CIN,NL,6,15,2,3,0,0,0,1,0,,3,2,,1,0,, +haberem01,1901,1,CIN,NL,6,18,2,3,0,1,0,1,0,,3,6,,0,0,, +hahnno01,1901,1,CIN,NL,42,141,9,24,3,2,0,7,0,,8,57,,1,4,, +hallmbi01,1901,1,CLE,AL,5,19,2,4,0,0,0,3,0,,2,3,,0,0,, +hallmbi01,1901,2,PHI,NL,123,445,46,82,13,5,0,38,13,,26,39,,4,29,, +hallmbi02,1901,1,MLA,AL,139,549,70,135,27,6,2,47,12,,41,55,,2,14,, +hallru01,1901,1,CLE,AL,1,4,2,2,0,0,0,0,0,,0,2,,0,0,, +hamilbi01,1901,1,BSN,NL,102,348,71,100,11,2,3,38,20,,64,31,,4,9,, +harledi01,1901,1,CIN,NL,133,535,69,146,13,2,4,27,37,,31,55,,9,21,, +harpeja01,1901,1,SLN,NL,39,116,13,20,1,1,1,10,1,,10,31,,2,3,, +harribe01,1901,1,WS1,AL,1,2,0,0,0,0,0,0,0,,1,0,,0,0,, +hartbi01,1901,1,CLE,AL,20,64,7,14,0,0,0,6,0,,1,8,,0,1,, +hartbu01,1901,1,BLA,AL,58,206,33,64,3,5,0,23,7,,20,22,,4,3,, +hartmfr01,1901,1,CHA,AL,120,473,77,146,23,13,3,89,31,,25,32,,9,8,, +hartsto01,1901,1,CHN,NL,140,558,111,187,25,16,7,54,41,,74,48,,1,3,, +harveza01,1901,1,CHA,AL,17,40,11,10,3,1,0,3,1,,2,1,,1,2,, +harveza01,1901,2,CLE,AL,45,170,21,60,5,5,1,24,15,,9,4,,2,1,, +hawlepi01,1901,1,MLA,AL,30,73,2,19,4,0,0,9,0,,6,9,,0,4,, +haydeja01,1901,1,PHA,AL,51,211,35,56,6,4,0,17,4,,18,16,,0,6,, +hearnhu01,1901,1,BRO,NL,2,5,1,2,0,0,0,3,0,,0,0,,0,0,, +heidrem01,1901,1,SLN,NL,118,502,94,170,24,12,6,67,32,,21,33,,1,15,, +heilech01,1901,1,CIN,NL,5,15,1,2,1,0,0,1,0,,0,7,,0,0,, +heismcr01,1901,1,CIN,NL,3,5,0,2,0,0,0,0,0,,0,3,,1,0,, +hemphch01,1901,1,BOS,AL,136,545,71,142,10,10,3,62,11,,39,26,,2,9,, +hestela01,1901,1,NY1,NL,1,2,1,0,0,0,0,0,0,,1,0,,0,0,, +heydomi01,1901,1,SLN,NL,16,43,2,9,1,1,1,6,2,,5,15,,0,1,, +hickeed01,1901,1,CHN,NL,10,37,4,6,0,0,0,3,1,,2,6,,1,0,, +hickmch01,1901,1,NY1,NL,112,406,44,113,20,6,4,62,5,,15,52,,7,0,, +highed01,1901,1,DET,AL,4,7,0,0,0,0,0,0,1,,2,1,,0,0,, +hintojo01,1901,1,BSN,NL,4,13,0,1,0,0,0,0,0,,2,3,,0,0,, +hoffebi01,1901,1,CLE,AL,17,44,3,6,0,2,0,2,0,,3,11,,1,0,, +hoffmla01,1901,1,CHN,NL,6,22,2,7,1,0,0,6,1,,0,5,,1,0,, +hoganha01,1901,1,CLE,AL,1,4,0,0,0,0,0,0,0,,0,1,,0,0,, +hogrige01,1901,1,MLA,AL,54,221,25,52,10,2,0,16,7,,30,12,,1,2,, +holmedu01,1901,1,DET,AL,131,537,90,158,28,10,4,62,35,,37,27,,6,9,, +howelha01,1901,1,BLA,AL,53,188,26,41,10,5,2,26,6,,5,41,,1,4,, +hoydu01,1901,1,CHA,AL,132,527,112,155,28,11,2,60,27,,86,23,,14,14,, +hugheja01,1901,1,BRO,NL,31,91,16,16,2,0,0,8,1,,8,13,,0,5,, +hugheto01,1901,1,CHN,NL,38,118,7,14,1,0,0,5,3,,2,41,,0,4,, +hurleje02,1901,1,CIN,NL,9,21,1,1,0,0,0,0,1,,1,5,,1,1,, +hustibe01,1901,1,MLA,AL,36,94,12,19,2,1,1,9,1,,1,15,,0,4,, +irwinch01,1901,1,CIN,NL,67,260,25,62,12,2,0,25,13,,14,17,,3,4,, +irwinch01,1901,2,BRO,NL,65,242,25,52,13,2,0,20,4,,14,12,,4,4,, +isbelfr01,1901,1,CHA,AL,137,556,93,143,15,8,3,70,52,,36,37,,7,13,, +jacklfr01,1901,1,PHI,NL,33,120,14,30,4,3,0,24,2,,12,22,,2,0,, +jacksji01,1901,1,BLA,AL,99,364,42,91,17,3,2,50,11,,20,36,,1,14,, +jennihu01,1901,1,PHI,NL,82,302,38,79,21,2,1,39,13,,25,29,,12,8,, +jonesch03,1901,1,BOS,AL,10,41,6,6,2,0,0,6,2,,1,1,,0,1,, +jonesco01,1901,1,SLN,NL,10,27,2,4,1,1,0,0,0,,2,11,,1,1,, +jonesda01,1901,1,MLA,AL,14,52,12,9,0,0,3,5,4,,11,6,,1,0,, +jonesfi01,1901,1,CHA,AL,133,521,120,162,16,3,2,65,38,,84,24,,6,18,, +jonesji01,1901,1,NY1,NL,21,91,10,19,4,3,0,5,2,,4,6,,1,0,, +jordasl01,1901,1,BLA,AL,1,3,0,0,0,0,0,0,0,,0,0,,0,0,, +jordati01,1901,1,WS1,AL,6,20,2,4,1,0,0,2,0,,3,2,,0,0,, +kahoemi01,1901,1,CIN,NL,4,13,0,4,0,0,0,0,0,,1,2,,0,0,, +kahoemi01,1901,2,CHN,NL,67,237,21,53,12,2,1,21,5,,8,11,,0,6,, +karnsbi01,1901,1,BLA,AL,5,7,1,1,0,0,0,0,0,,0,3,,0,1,, +katolja01,1901,1,CHA,AL,27,80,7,10,1,1,1,8,2,,4,14,,0,1,, +keelewi01,1901,1,BRO,NL,136,595,123,202,18,12,2,43,23,,21,5,,7,22,, +keistbi01,1901,1,BLA,AL,115,442,78,145,20,21,2,93,24,,18,23,,8,4,, +kellejo01,1901,1,BRO,NL,120,492,77,151,22,12,4,65,18,,40,26,,3,4,, +kelluwi01,1901,1,BOS,AL,6,18,2,3,0,0,0,0,0,,1,4,,0,0,, +kennebr01,1901,1,BRO,NL,14,36,3,6,0,0,0,2,0,,1,5,,0,0,, +ketchfr01,1901,1,PHA,AL,5,22,5,5,0,0,0,2,0,,0,0,,0,0,, +kitsofr01,1901,1,BRO,NL,47,133,22,35,5,2,1,16,0,,4,16,,1,1,, +kittrma01,1901,1,BSN,NL,114,381,24,96,14,0,2,40,2,,32,24,,1,13,, +klingjo01,1901,1,CHN,NL,74,256,26,70,6,3,0,21,8,,9,18,,1,3,, +krausch01,1901,1,CIN,NL,1,4,0,1,0,0,0,0,0,,0,2,,0,0,, +kruegot01,1901,1,SLN,NL,142,520,77,143,16,12,2,79,19,,50,49,,13,13,, +lachaca01,1901,1,CLE,AL,133,548,81,166,22,9,1,75,11,,7,22,,2,7,, +lajoina01,1901,1,PHA,AL,131,544,145,232,48,14,14,125,27,,24,9,,13,1,, +latimta01,1901,1,BLA,AL,1,4,0,1,0,0,0,0,0,,0,0,,0,0,, +laudebi01,1901,1,PHA,AL,2,8,1,1,0,0,0,0,0,,0,0,,0,0,, +lawsobo01,1901,1,BSN,NL,10,27,2,4,1,0,1,4,1,,1,4,,0,2,, +leachto01,1901,1,PIT,NL,98,374,64,114,12,13,2,44,16,,20,32,,4,10,, +leahyto01,1901,1,MLA,AL,33,99,18,24,6,2,0,10,3,,11,5,,5,2,, +leahyto01,1901,2,PHA,AL,5,15,1,5,1,0,0,1,0,,1,5,,0,0,, +leevesa01,1901,1,PIT,NL,21,71,10,13,1,0,0,4,1,,5,15,,1,2,, +leewa01,1901,1,WS1,AL,43,129,15,33,6,3,0,12,0,,7,9,,2,1,, +leitndu01,1901,1,PHA,AL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +leitndu01,1901,2,NY1,NL,2,7,0,1,0,0,0,0,0,,0,0,,0,0,, +lewiste01,1901,1,BOS,AL,39,121,14,21,2,1,0,10,0,,11,18,,0,1,, +lindebo01,1901,1,PHA,AL,3,9,0,1,0,0,0,0,0,,0,1,,0,1,, +livinja01,1901,1,NY1,NL,2,6,1,1,1,0,0,0,0,,0,1,,0,0,, +livinpa01,1901,1,CLE,AL,1,2,0,0,0,0,0,0,0,,0,1,,1,0,, +lochhha01,1901,1,DET,AL,1,4,2,2,0,0,0,0,0,,0,0,,1,0,, +lochhha01,1901,2,PHA,AL,9,34,3,3,0,0,0,2,0,,3,2,,0,0,, +longhe01,1901,1,BSN,NL,138,518,54,112,14,6,3,68,20,,25,56,,1,15,, +loospe01,1901,1,PHA,AL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +lowebo01,1901,1,BSN,NL,129,491,47,125,11,1,3,47,22,,17,29,,3,8,, +lushbi01,1901,1,BSN,NL,7,27,2,5,1,1,0,3,0,,3,4,,0,0,, +luskech01,1901,1,WS1,AL,11,41,8,8,3,1,0,3,0,,2,4,,0,1,, +mageebi01,1901,1,SLN,NL,1,4,1,2,0,1,0,0,0,,0,0,,0,0,, +mageebi01,1901,2,NY1,NL,6,14,0,2,0,0,0,2,0,,1,3,,0,0,, +magooge01,1901,1,CIN,NL,127,460,47,116,16,7,1,53,15,,52,45,,2,8,, +malonbi01,1901,1,MLA,AL,86,290,42,85,3,4,0,22,11,,7,37,,8,9,, +mathech01,1901,1,NY1,NL,42,130,10,28,0,1,0,7,1,,2,25,,0,4,, +maulal01,1901,1,NY1,NL,3,8,1,3,0,0,0,1,0,,0,3,,0,0,, +mcaleja01,1901,1,CHA,AL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +mcaleji01,1901,1,CLE,AL,3,7,0,1,0,0,0,0,0,,0,0,,0,0,, +mcallsp01,1901,1,DET,AL,90,306,45,92,9,4,3,57,17,,15,7,,5,10,, +mcbrial01,1901,1,CIN,NL,30,123,19,29,7,0,2,18,0,,7,11,,1,1,, +mcbrial01,1901,2,NY1,NL,68,264,27,74,11,0,2,29,3,,12,35,,2,5,, +mcbrige01,1901,1,MLA,AL,3,12,0,2,0,0,0,0,0,,1,4,,0,0,, +mccange01,1901,1,BRO,NL,6,10,2,0,0,0,0,0,0,,3,4,,0,1,, +mccarja01,1901,1,CLE,AL,86,343,60,110,14,7,0,32,9,,30,8,,4,19,, +mccorba01,1901,1,CHN,NL,115,427,45,100,15,6,1,32,12,,31,56,,1,4,, +mccreto01,1901,1,BRO,NL,91,335,47,97,11,14,3,53,13,,32,50,,2,1,, +mcfadba01,1901,1,CIN,NL,8,20,2,3,0,0,0,0,0,,0,8,,0,0,, +mcfared01,1901,1,PHI,NL,74,295,33,84,14,2,1,32,11,,18,24,,0,3,, +mcfarhe01,1901,1,CHA,AL,132,473,83,130,21,9,4,59,33,,75,50,,9,11,, +mcganda01,1901,1,SLN,NL,103,423,73,115,15,9,6,56,17,,16,52,,23,7,, +mcginjo01,1901,1,BLA,AL,48,148,12,31,2,1,0,6,3,,4,20,,1,8,, +mcgrajo01,1901,1,BLA,AL,73,232,71,81,14,9,0,28,24,,61,6,,14,1,, +mcguide01,1901,1,BRO,NL,85,301,28,89,16,4,0,40,4,,18,34,,3,4,, +mcguiji01,1901,1,CLE,AL,18,69,4,16,2,0,0,3,0,,0,5,,0,0,, +mcintma01,1901,1,PHA,AL,82,308,38,85,12,4,0,46,11,,30,30,,3,8,, +mcjamdo01,1901,1,BRO,NL,13,34,1,1,0,0,0,0,0,,2,12,,0,0,, +mckinbo01,1901,1,PHA,AL,2,2,0,0,0,0,0,0,0,,0,0,,0,0,, +mcleala01,1901,1,BOS,AL,9,19,4,4,1,0,0,2,1,,0,3,,0,0,, +mcneaha01,1901,1,CLE,AL,12,37,1,6,1,0,0,2,0,,1,3,,0,1,, +mcphejo01,1901,1,PHA,AL,1,1,0,0,0,0,0,0,0,,0,1,,0,0,, +menefjo01,1901,1,CHN,NL,48,152,19,39,5,3,0,13,4,,8,18,,8,7,, +mercewi01,1901,1,WS1,AL,51,140,26,42,7,2,0,16,10,,23,13,,1,3,, +merrige01,1901,1,PIT,NL,4,11,2,3,0,1,0,0,0,,0,0,,2,0,, +mertesa01,1901,1,CHA,AL,137,545,94,151,16,17,5,98,46,,52,34,,6,20,, +milleji01,1901,1,NY1,NL,18,58,3,8,0,0,0,3,1,,6,7,,0,1,, +millero01,1901,1,DET,AL,38,130,14,27,5,4,0,14,2,,9,30,,0,2,, +millibi01,1901,1,PHA,AL,7,15,5,5,0,1,1,3,0,,1,3,,0,1,, +millswi01,1901,1,NY1,NL,2,6,0,1,1,0,0,0,0,,0,3,,0,0,, +mitchfr01,1901,1,BOS,AL,20,44,5,7,0,2,0,4,0,,2,12,,0,0,, +mooreea01,1901,1,CLE,AL,31,99,5,16,0,0,0,6,1,,6,22,,0,3,, +moranpa01,1901,1,BSN,NL,52,180,12,38,5,1,2,18,3,,3,52,,1,7,, +morrifr01,1901,1,BOS,AL,1,3,0,0,0,0,0,0,0,,0,0,,0,0,, +murphda02,1901,1,NY1,NL,5,20,0,4,0,0,0,0,0,,1,6,,0,2,, +murphed01,1901,1,SLN,NL,23,64,11,16,3,0,1,9,0,,3,8,,0,1,, +murphfr01,1901,1,BSN,NL,45,176,13,46,5,3,1,18,6,,4,23,,1,4,, +murphfr01,1901,2,NY1,NL,35,130,10,21,3,0,0,8,2,,6,13,,0,1,, +murphmo01,1901,1,PHA,AL,9,28,5,6,1,0,0,6,1,,0,1,,0,0,, +nancedo01,1901,1,DET,AL,132,461,72,129,24,5,3,66,9,,51,31,,3,24,, +nelsora01,1901,1,NY1,NL,39,130,12,26,2,0,0,7,3,,10,30,,1,5,, +newtodo01,1901,1,CIN,NL,20,69,4,9,0,0,0,5,0,,2,23,,0,1,, +newtodo01,1901,2,BRO,NL,13,41,6,9,2,0,0,4,0,,2,8,,0,0,, +nichoar01,1901,1,SLN,NL,93,308,50,75,11,3,1,33,14,,10,35,,10,10,, +nichoki01,1901,1,BSN,NL,55,163,16,46,8,7,4,28,0,,8,39,,0,4,, +nopsje01,1901,1,BLA,AL,27,59,7,13,0,0,0,3,0,,7,12,,0,4,, +obrieja02,1901,1,WS1,AL,11,45,5,8,0,0,0,5,2,,3,3,,1,2,, +obrieja02,1901,2,CLE,AL,92,375,54,106,14,5,0,39,13,,22,20,,4,4,, +obriepe02,1901,1,CIN,NL,16,54,1,11,1,0,1,3,0,,2,8,,0,0,, +oconnja01,1901,1,PIT,NL,61,202,16,39,7,3,0,22,2,,10,17,,2,6,, +oneilmi01,1901,1,SLN,NL,6,15,3,6,0,0,0,2,0,,3,2,,1,0,, +orthal01,1901,1,PHI,NL,41,128,14,36,6,0,1,15,3,,3,11,,1,0,, +owenfr01,1901,1,DET,AL,9,20,1,1,1,0,0,1,0,,1,7,,0,2,, +paddedi01,1901,1,SLN,NL,123,489,71,125,17,7,2,62,26,,31,36,,11,10,, +parenfr01,1901,1,BOS,AL,138,517,87,158,23,9,4,59,16,,41,18,,9,21,, +parkedo01,1901,1,CIN,NL,1,3,0,0,0,0,0,0,0,,0,0,,0,0,, +patteca01,1901,1,WS1,AL,32,96,10,13,1,0,1,8,0,,7,20,,1,6,, +pattero01,1901,1,CHA,AL,41,117,17,26,1,0,1,12,0,,7,11,,1,6,, +peitzhe01,1901,1,CIN,NL,82,269,24,82,13,5,1,24,3,,23,24,,2,2,, +phillbi02,1901,1,CIN,NL,41,109,11,22,3,1,0,10,0,,8,17,,0,1,, +phillde01,1901,1,PIT,NL,38,113,11,26,3,1,1,15,1,,10,19,,0,2,, +phylebi01,1901,1,NY1,NL,25,66,8,12,2,0,0,3,0,,2,9,,0,0,, +piattwi01,1901,1,PHA,AL,18,58,7,13,2,0,0,7,0,,5,12,,0,1,, +piattwi01,1901,2,CHA,AL,7,17,2,2,0,0,0,1,0,,2,5,,0,0,, +pickeol01,1901,1,CLE,AL,137,547,102,169,25,6,0,40,36,,58,32,,8,5,, +pittito01,1901,1,BSN,NL,34,100,3,11,1,0,0,1,1,,1,22,,0,2,, +planked01,1901,1,PHA,AL,33,99,10,18,0,0,0,3,0,,5,13,,5,2,, +pooleed01,1901,1,PIT,NL,26,78,6,16,4,0,1,4,1,,4,18,,0,0,, +powelja01,1901,1,SLN,NL,45,119,14,21,3,1,2,8,0,,6,36,,1,9,, +powerdo01,1901,1,PHA,AL,116,431,53,108,26,5,1,47,10,,18,55,,7,1,, +prentge01,1901,1,BOS,AL,2,3,0,1,0,0,0,1,0,,2,1,,0,0,, +quinnjo02,1901,1,WS1,AL,66,266,33,67,11,2,2,34,7,,11,10,,2,5,, +raymefr01,1901,1,CHN,NL,120,463,41,108,14,2,0,43,18,,11,51,,4,9,, +reidybi01,1901,1,MLA,AL,37,112,6,16,0,1,0,8,4,,6,20,,1,7,, +richabi01,1901,1,SLN,NL,15,52,7,11,2,0,2,7,1,,6,8,,0,2,, +rickejo01,1901,1,BSN,NL,13,60,6,10,1,2,0,1,1,,3,8,,0,1,, +ritchcl01,1901,1,PIT,NL,140,540,66,160,20,4,1,74,15,,47,29,,5,19,, +robinwi01,1901,1,BLA,AL,68,239,32,72,12,3,0,26,9,,10,16,,2,3,, +rohege01,1901,1,BLA,AL,14,36,7,10,2,0,0,4,1,,5,3,,1,0,, +rusieam01,1901,1,CIN,NL,3,8,0,1,0,0,0,1,0,,0,0,,1,0,, +ryanja01,1901,1,SLN,NL,83,300,27,59,6,5,0,31,5,,7,30,,1,13,, +schaege01,1901,1,CHN,NL,2,5,0,3,1,0,0,0,0,,2,1,,0,0,, +scheifr01,1901,1,CLE,AL,93,329,33,70,11,3,0,38,3,,18,38,,2,10,, +schmicr01,1901,1,BLA,AL,4,9,1,2,0,0,0,0,0,,2,0,,0,0,, +schreos01,1901,1,BOS,AL,86,280,37,85,13,5,0,38,6,,19,7,,4,4,, +schripo01,1901,1,SLN,NL,53,166,17,45,7,3,1,23,2,,12,15,,4,7,, +scottdi01,1901,1,CIN,NL,3,9,0,0,0,0,0,0,1,,0,5,,0,0,, +scotted01,1901,1,CLE,AL,17,48,6,10,3,0,1,8,0,,1,11,,1,2,, +selbaki01,1901,1,NY1,NL,125,502,89,145,29,6,1,56,8,,45,39,,2,6,, +seyboso01,1901,1,PHA,AL,114,449,74,150,24,14,8,90,15,,40,44,,7,8,, +seymocy01,1901,1,BLA,AL,134,547,84,166,19,8,1,77,38,,28,25,,0,11,, +shawal01,1901,1,DET,AL,55,171,20,46,7,0,1,23,2,,10,13,,3,7,, +shayda01,1901,1,CLE,AL,19,75,4,17,2,2,0,10,0,,2,1,,2,1,, +sheckji01,1901,1,BRO,NL,133,554,116,196,29,19,11,104,35,,47,52,,5,3,, +shugafr01,1901,1,CHA,AL,107,415,62,104,9,12,2,47,12,,28,22,,2,10,, +sieveed01,1901,1,DET,AL,38,107,12,18,3,0,0,7,1,,6,18,,0,6,, +skopejo01,1901,1,CHA,AL,9,30,4,10,0,1,1,4,1,,1,9,,0,0,, +slaglji01,1901,1,PHI,NL,48,183,20,37,6,2,1,20,5,,16,14,,3,7,, +slaglji01,1901,2,BSN,NL,66,255,35,69,7,0,0,7,14,,34,34,,1,6,, +slattja01,1901,1,BOS,AL,1,3,1,1,0,0,0,1,0,,1,1,,0,0,, +smithal01,1901,1,NY1,NL,26,78,5,11,0,0,0,6,2,,0,4,,0,1,, +smithel01,1901,1,PIT,NL,4,4,0,0,0,0,0,0,0,,2,0,,0,0,, +smithel01,1901,2,BSN,NL,16,57,5,10,2,1,0,3,2,,6,8,,0,1,, +smithha03,1901,1,PHA,AL,11,34,3,11,1,0,0,3,1,,2,2,,1,1,, +smithhe01,1901,1,NY1,NL,9,29,5,6,2,1,1,4,1,,1,3,,0,1,, +smithju01,1901,1,PIT,NL,6,21,1,3,1,0,0,0,0,,3,4,,0,0,, +snodgch01,1901,1,BLA,AL,3,10,0,1,0,0,0,1,0,,0,4,,0,0,, +sparktu01,1901,1,MLA,AL,29,71,3,12,2,1,0,4,0,,5,14,,2,3,, +stahlch01,1901,1,BOS,AL,131,515,105,156,20,16,6,72,29,,54,16,,7,20,, +steelfa01,1901,1,BRO,NL,1,3,0,1,0,0,0,0,0,,0,0,,0,0,, +steelfa01,1901,2,PHA,AL,27,88,5,23,2,0,0,7,4,,10,9,,2,3,, +steinha01,1901,1,CIN,NL,105,382,40,95,18,7,6,47,10,,28,55,,2,10,, +stimmar01,1901,1,CIN,NL,22,62,1,5,1,0,0,0,0,,3,22,,0,2,, +stransa01,1901,1,NY1,NL,135,493,55,139,14,6,1,34,40,,59,77,,5,20,, +sudhowi01,1901,1,SLN,NL,38,108,11,19,2,3,1,17,0,,10,30,,1,2,, +sugdejo01,1901,1,CHA,AL,48,153,21,42,7,1,0,19,4,,13,5,,2,4,, +sullibi03,1901,1,CHA,AL,98,367,54,90,15,6,4,56,12,,10,38,,3,13,, +sutthja01,1901,1,CIN,NL,11,28,0,3,0,0,0,1,0,,0,3,,0,1,, +swormle01,1901,1,CIN,NL,3,9,0,0,0,0,0,0,0,,0,4,,0,0,, +tanneje01,1901,1,PIT,NL,42,135,19,33,3,3,1,12,0,,6,20,,0,3,, +taylodu01,1901,1,NY1,NL,45,136,11,18,0,0,0,6,0,,4,44,,0,1,, +tayloja02,1901,1,CHN,NL,35,106,12,23,6,0,0,2,0,,4,24,,0,2,, +tennefr02,1901,1,BSN,NL,115,451,66,127,13,1,1,22,15,,37,35,,3,17,, +thomaro01,1901,1,PHI,NL,129,479,102,148,5,2,1,28,27,,100,56,,9,15,, +townsha01,1901,1,PHI,NL,19,64,2,7,1,1,0,5,1,,0,14,,1,0,, +turnete01,1901,1,PIT,NL,2,7,0,3,0,0,0,1,0,,0,1,,0,0,, +vanhage01,1901,1,NY1,NL,135,543,82,182,23,6,1,47,24,,51,40,,4,7,, +vanzaik01,1901,1,NY1,NL,3,6,1,1,0,0,0,0,0,,0,2,,0,0,, +volzja01,1901,1,BOS,AL,1,4,0,0,0,0,0,0,0,,0,0,,0,0,, +wadderu01,1901,1,PIT,NL,2,3,0,0,0,0,0,0,0,,0,1,,0,0,, +wadderu01,1901,2,CHN,NL,30,98,16,25,3,3,2,14,2,,2,22,,0,0,, +wagneho01,1901,1,PIT,NL,140,549,101,194,37,11,6,126,49,,53,39,,7,10,, +waldrir01,1901,1,MLA,AL,62,266,48,79,8,6,0,29,12,,16,11,,2,5,, +waldrir01,1901,2,WS1,AL,79,332,54,107,14,3,0,23,8,,22,9,,2,6,, +wallabo01,1901,1,SLN,NL,134,550,69,178,34,15,2,91,15,,20,35,,3,10,, +walljo01,1901,1,NY1,NL,4,8,0,4,0,0,0,1,0,,0,1,,0,0,, +warnejo01,1901,1,NY1,NL,87,291,19,70,6,1,0,20,3,,3,39,,8,3,, +weyhigu01,1901,1,CLE,AL,2,5,0,0,0,0,0,0,0,,0,1,,0,0,, +weyhigu01,1901,2,CIN,NL,1,3,0,0,0,0,0,0,0,,0,2,,0,0,, +whitedo01,1901,1,PHI,NL,31,98,15,27,3,1,1,10,1,,2,12,,1,7,, +wickebo01,1901,1,SLN,NL,3,3,1,1,0,0,0,0,0,,0,0,,0,0,, +williji01,1901,1,BLA,AL,130,501,113,159,26,21,7,96,21,,56,36,,2,9,, +willivi01,1901,1,BSN,NL,38,107,8,20,1,1,1,8,1,,7,17,,1,3,, +wiltssn01,1901,1,PIT,NL,7,19,0,3,0,0,0,0,0,,0,5,,1,1,, +wiltssn01,1901,2,PHA,AL,19,67,18,25,5,3,0,11,0,,3,2,,1,2,, +wintege01,1901,1,BOS,AL,28,100,7,19,0,0,1,6,1,,0,27,,1,0,, +wolveha01,1901,1,PHI,NL,93,379,42,117,15,4,0,43,13,,22,20,,6,6,, +woodbo01,1901,1,CLE,AL,98,346,45,101,23,3,1,49,6,,12,8,,6,4,, +wrighge02,1901,1,BRO,NL,1,3,0,1,0,0,0,0,0,,0,2,,0,0,, +yeagege01,1901,1,CLE,AL,39,139,13,31,5,0,0,14,2,,4,10,,1,2,, +yeagege01,1901,2,PIT,NL,26,91,9,24,2,1,0,10,1,,4,14,,1,4,, +yeagejo01,1901,1,DET,AL,41,125,18,37,7,1,2,17,3,,4,6,,5,2,, +yerkest01,1901,1,BLA,AL,1,3,0,1,1,0,0,0,0,,0,1,,0,0,, +yerkest01,1901,2,SLN,NL,4,12,1,1,0,0,0,0,0,,1,2,,0,1,, +youngcy01,1901,1,BOS,AL,45,153,20,32,2,5,0,17,1,,6,16,,1,3,, +zimmech01,1901,1,PIT,NL,69,236,17,52,7,3,0,21,6,,20,31,,4,7,, +adamsjo01,1902,1,SLN,NL,1,2,0,0,0,0,0,0,0,,0,0,,0,0,, +adkindo01,1902,1,BOS,AL,4,9,1,2,0,0,0,0,0,,0,1,,0,0,, +altroni01,1902,1,BOS,AL,3,8,0,0,0,0,0,0,0,,0,2,,0,0,, +anderjo01,1902,1,SLA,AL,126,524,60,149,29,6,4,85,15,,21,9,,3,3,, +arndtha01,1902,1,DET,AL,10,34,4,5,0,1,0,7,0,,6,3,,0,1,, +arndtha01,1902,2,BLA,AL,68,248,41,63,7,4,2,28,9,,35,19,,4,4,, +atzja01,1902,1,WS1,AL,3,10,1,1,0,0,0,0,0,,0,0,,0,2,, +barclge01,1902,1,SLN,NL,137,543,79,163,14,2,3,53,30,,31,33,,6,8,, +barreji01,1902,1,DET,AL,136,509,93,154,19,6,4,44,24,,74,61,,6,5,, +barrysh01,1902,1,PHI,NL,138,543,65,156,20,6,3,58,14,,44,47,,2,17,, +bayha01,1902,1,CIN,NL,6,16,3,6,0,0,0,1,0,,2,2,,1,1,, +bayha01,1902,2,CLE,AL,108,455,71,132,10,5,0,23,22,,36,42,,1,18,, +beanjo01,1902,1,NY1,NL,50,182,13,40,2,1,0,5,9,,5,19,,2,7,, +beaumgi01,1902,1,PIT,NL,130,541,100,193,21,6,0,67,33,,39,40,,4,15,, +becker01,1902,1,CIN,NL,48,187,19,57,10,3,1,20,2,,3,24,,1,1,, +becker01,1902,2,DET,AL,41,162,23,48,4,0,2,22,3,,4,9,,0,4,, +becklja01,1902,1,CIN,NL,129,531,82,175,23,7,5,69,15,,34,29,,6,8,, +bemisha01,1902,1,CLE,AL,93,317,42,99,12,7,1,29,3,,19,17,,8,9,, +bergebi01,1902,1,CIN,NL,89,322,19,58,8,3,0,36,2,,14,47,,0,6,, +bernhbi01,1902,1,PHA,AL,1,4,0,0,0,0,0,0,0,,0,0,,0,0,, +bernhbi01,1902,2,CLE,AL,27,90,8,18,4,0,0,6,0,,1,16,,0,0,, +berryjo01,1902,1,PHI,NL,1,4,0,1,0,0,0,1,1,,1,0,,0,0,, +blewebo01,1902,1,NY1,NL,5,10,1,0,0,0,0,0,0,,1,4,,0,0,, +bonnefr01,1902,1,CLE,AL,34,132,14,37,6,0,0,14,1,,5,6,,1,2,, +bonnefr01,1902,2,PHA,AL,11,44,2,8,0,0,0,3,0,,0,1,,1,0,, +bowerfr01,1902,1,NY1,NL,109,373,38,93,14,6,0,27,12,,13,30,,1,5,, +bradlbi01,1902,1,CLE,AL,137,550,104,187,39,12,11,77,11,,27,23,,4,16,, +branski01,1902,1,PIT,NL,102,413,49,126,21,8,0,69,23,,17,29,,2,10,, +brashro01,1902,1,SLN,NL,110,388,36,107,8,2,1,40,9,,32,41,,1,13,, +bresnro01,1902,1,BLA,AL,65,235,30,64,8,6,4,34,12,,21,16,,2,4,, +bresnro01,1902,2,NY1,NL,51,178,16,51,9,3,1,22,6,,16,26,,2,6,, +brodist01,1902,1,NY1,NL,110,420,37,118,8,2,3,42,11,,22,30,,6,8,, +brownfr01,1902,1,BSN,NL,2,6,1,2,1,0,0,0,0,,0,0,,0,0,, +brownge01,1902,1,PHI,NL,70,281,41,73,7,1,0,26,11,,16,28,,2,6,, +brownge01,1902,2,NY1,NL,53,216,30,69,9,5,0,14,13,,9,23,,3,6,, +buelofr01,1902,1,DET,AL,66,224,23,50,5,2,2,29,3,,9,12,,1,2,, +burkeje01,1902,1,SLA,AL,138,553,97,169,29,9,5,52,23,,71,25,,5,7,, +burkeji01,1902,1,PIT,NL,60,203,24,60,12,2,0,26,9,,17,13,,3,4,, +burkejo02,1902,1,NY1,NL,4,13,0,2,0,0,0,0,0,,0,4,,0,0,, +burnscb01,1902,1,BLA,AL,1,1,0,1,0,0,0,0,0,,0,0,,0,0,, +butleik01,1902,1,BLA,AL,19,53,7,6,1,0,0,5,1,,4,13,,0,2,, +calhoja01,1902,1,SLN,NL,20,64,3,10,2,1,0,8,1,,8,7,,1,0,, +callaji01,1902,1,NY1,NL,1,4,0,0,0,0,0,0,0,,1,3,,0,0,, +callani01,1902,1,CHA,AL,70,218,27,51,7,2,0,13,4,,6,13,,2,13,, +careysc01,1902,1,WS1,AL,120,452,46,142,35,11,0,60,3,,20,21,,5,5,, +carnepa01,1902,1,BSN,NL,137,522,75,141,17,4,2,65,27,,42,42,,12,4,, +carribi01,1902,1,WS1,AL,33,108,9,20,2,3,0,6,2,,2,32,,0,4,, +caseydo01,1902,1,DET,AL,132,520,69,142,18,7,3,55,22,,44,17,,7,9,, +castrlu01,1902,1,PHA,AL,42,143,18,35,8,1,1,15,2,,4,13,,0,4,, +chancfr01,1902,1,CHN,NL,76,242,40,70,9,4,1,31,29,,37,23,,8,2,, +chesbja01,1902,1,PIT,NL,35,112,11,20,3,1,0,8,1,,3,28,,0,4,, +childpe01,1902,1,PHI,NL,123,403,25,78,5,0,0,25,6,,34,31,,0,10,, +clarkbo02,1902,1,WS1,AL,87,291,31,78,15,0,6,40,1,,23,15,,4,5,, +clarkda03,1902,1,CHN,NL,12,43,1,8,1,0,0,2,1,,4,5,,0,1,, +clarkfr01,1902,1,PIT,NL,113,459,103,145,27,14,2,53,29,,51,38,,14,6,, +clarkgi01,1902,1,CLE,AL,1,4,2,2,0,0,0,0,0,,0,0,,0,0,, +clarkro01,1902,1,NY1,NL,22,80,4,12,1,0,0,3,5,,1,16,,0,0,, +claybi01,1902,1,PHI,NL,3,8,1,2,0,0,0,1,0,,0,2,,0,0,, +coaklan01,1902,1,PHA,AL,3,8,1,3,1,0,0,0,0,,2,3,,0,0,, +colliji01,1902,1,BOS,AL,108,429,71,138,21,10,6,61,18,,24,16,,2,19,, +congabu01,1902,1,CHN,NL,47,188,16,45,3,0,1,27,4,,7,22,,0,4,, +conrowi01,1902,1,PIT,NL,99,365,55,89,10,6,1,47,10,,24,41,,5,10,, +cooledu01,1902,1,BSN,NL,135,548,73,162,26,8,0,58,27,,34,35,,2,12,, +corcoto01,1902,1,CIN,NL,138,538,54,136,18,4,0,54,20,,11,29,,0,8,, +coughbi01,1902,1,WS1,AL,123,469,84,141,27,4,6,71,29,,26,27,,8,3,, +courter01,1902,1,BSN,NL,48,165,23,36,3,0,0,17,3,,13,16,,4,1,, +courter01,1902,2,BLA,AL,1,4,3,2,0,1,0,1,0,,1,0,,0,0,, +crawfsa01,1902,1,CIN,NL,140,555,92,185,18,22,3,78,16,,47,40,,1,6,, +crigelo01,1902,1,BOS,AL,83,266,32,68,16,6,0,28,7,,27,18,,0,5,, +crolifr01,1902,1,PIT,NL,9,38,4,10,2,1,0,7,0,,0,6,,0,0,, +cronija01,1902,1,DET,AL,4,7,0,0,0,0,0,0,0,,0,2,,0,0,, +cronija01,1902,2,BLA,AL,10,27,1,4,1,0,0,2,1,,0,11,,2,2,, +cronija01,1902,3,NY1,NL,20,65,1,11,3,0,0,5,2,,1,16,,1,2,, +crossla01,1902,1,PHA,AL,137,559,90,191,39,8,0,108,25,,27,4,,2,7,, +crossmo01,1902,1,PHA,AL,137,497,72,115,22,2,3,59,17,,32,39,,8,22,, +currasa01,1902,1,BSN,NL,1,2,0,0,0,0,0,0,0,,0,1,,0,0,, +curricl01,1902,1,CIN,NL,10,24,0,2,0,0,0,2,1,,1,11,,0,1,, +curricl01,1902,2,SLN,NL,17,46,3,9,2,0,0,3,0,,1,14,,1,1,, +cushmha01,1902,1,PIT,NL,4,10,0,2,0,0,0,1,0,,0,5,,0,0,, +dahlebi01,1902,1,BRO,NL,138,527,67,139,25,8,2,74,20,,43,43,,8,9,, +dalyto01,1902,1,CHA,AL,137,489,57,110,22,3,1,54,19,,55,39,,0,15,, +davisge01,1902,1,CHA,AL,132,485,76,145,27,7,3,93,31,,65,23,,4,12,, +davisha01,1902,1,PHA,AL,133,561,89,172,43,8,6,92,28,,30,27,,1,7,, +davisle01,1902,1,PIT,NL,59,232,52,65,7,3,0,20,19,,35,12,,1,6,, +deinipe01,1902,1,BOS,AL,2,6,0,2,1,1,0,0,0,,0,2,,0,0,, +deisepa01,1902,1,BRO,NL,1,3,0,2,0,0,0,1,0,,1,1,,1,0,, +delahed01,1902,1,WS1,AL,123,473,103,178,43,14,10,93,16,,62,9,,4,0,, +delahji01,1902,1,NY1,NL,7,26,3,6,1,0,0,3,0,,1,4,,0,1,, +demonge01,1902,1,BSN,NL,124,481,51,125,16,5,0,53,23,,12,45,,0,26,, +dextech01,1902,1,CHN,NL,71,273,31,62,13,0,2,26,13,,19,19,,5,17,, +dextech01,1902,2,BSN,NL,48,183,33,47,3,0,1,18,16,,16,15,,2,6,, +dillopo01,1902,1,DET,AL,66,243,21,50,6,3,0,22,2,,16,9,,0,3,, +dillopo01,1902,2,BLA,AL,2,7,1,2,0,1,0,0,0,,2,0,,0,0,, +dinnebi01,1902,1,BOS,AL,44,141,13,18,3,0,0,9,2,,9,28,,3,2,, +dobbsjo01,1902,1,CIN,NL,63,256,39,76,7,3,1,16,7,,19,20,,1,16,, +dobbsjo01,1902,2,CHN,NL,59,235,31,71,8,2,0,35,3,,18,9,,0,10,, +dohened01,1902,1,PIT,NL,22,77,8,12,1,1,1,8,2,,1,7,,0,1,, +dolanco01,1902,1,BRO,NL,141,592,72,166,16,7,1,54,24,,33,53,,5,10,, +donahji02,1902,1,SLA,AL,30,89,11,21,1,1,1,7,2,,12,8,,0,2,, +donahre01,1902,1,SLA,AL,35,118,6,11,1,1,0,3,0,,3,35,,1,5,, +donahti01,1902,1,WS1,AL,3,8,0,2,0,0,0,1,0,,0,0,,0,0,, +donlimi01,1902,1,CIN,NL,34,143,30,41,5,4,0,9,9,,9,14,,1,0,, +donovbi01,1902,1,BRO,NL,48,161,16,28,3,2,1,16,7,,9,26,,2,2,, +donovpa01,1902,1,SLN,NL,126,502,70,158,12,4,0,35,34,,28,15,,10,11,, +dooinre01,1902,1,PHI,NL,94,333,20,77,7,3,0,35,8,,10,26,,4,8,, +dornegu01,1902,1,CLE,AL,4,13,0,5,1,0,0,1,0,,1,4,,0,1,, +doughpa01,1902,1,BOS,AL,108,438,77,150,12,6,0,34,20,,42,41,,6,3,, +douglkl01,1902,1,PHI,NL,109,408,37,95,12,3,0,37,6,,23,15,,0,10,, +doyleja01,1902,1,NY1,NL,51,193,22,58,13,0,0,18,12,,11,9,,1,2,, +doyleja01,1902,2,WS1,AL,78,312,52,77,15,2,1,20,6,,29,15,,0,5,, +dressbo01,1902,1,BSN,NL,1,4,0,1,1,0,0,0,0,,0,1,,0,0,, +drillle01,1902,1,WS1,AL,38,123,21,34,7,2,1,16,0,,16,14,,2,4,, +drillle01,1902,2,BLA,AL,2,8,2,2,0,0,0,0,0,,0,0,,0,0,, +drillle01,1902,3,WS1,AL,33,98,12,24,3,2,0,13,5,,10,7,,2,3,, +dugglbi01,1902,1,PHA,AL,2,7,0,0,0,0,0,0,0,,0,2,,0,0,, +dugglbi01,1902,2,PHI,NL,33,98,7,17,5,1,0,4,1,,3,32,,0,1,, +dunhawi01,1902,1,SLN,NL,7,12,0,1,0,0,0,0,0,,0,5,,0,0,, +dunnja01,1902,1,NY1,NL,100,342,26,72,11,1,0,14,13,,20,34,,1,19,, +durhajo01,1902,1,CHA,AL,5,15,3,1,0,0,0,0,0,,2,1,,0,0,, +easonma01,1902,1,CHN,NL,2,5,0,1,0,0,0,0,0,,1,1,,0,1,, +easonma01,1902,2,BSN,NL,27,72,4,6,0,0,0,3,0,,2,20,,1,6,, +eganwi01,1902,1,DET,AL,3,8,1,2,0,0,0,0,0,,0,1,,0,0,, +elberki01,1902,1,DET,AL,130,488,70,127,17,6,1,64,19,,55,10,,11,8,, +elybo01,1902,1,WS1,AL,105,381,39,100,11,2,1,62,3,,21,23,,0,15,, +evansro01,1902,1,NY1,NL,23,54,2,8,0,0,0,1,2,,6,26,,1,4,, +evansro01,1902,2,BRO,NL,13,34,3,9,3,0,0,1,0,,3,15,,0,0,, +eversjo01,1902,1,CHN,NL,26,90,7,20,0,0,0,2,1,,3,9,,2,3,, +ewingbo01,1902,1,CIN,NL,22,71,6,12,3,1,0,7,0,,1,12,,0,0,, +farredu01,1902,1,BRO,NL,74,264,14,64,5,2,0,24,6,,12,31,,2,7,, +farrejo02,1902,1,SLN,NL,138,565,68,141,13,5,0,25,9,,43,40,,5,8,, +felixha01,1902,1,PHI,NL,16,37,3,5,0,0,0,2,0,,4,10,,0,3,, +ferriho01,1902,1,BOS,AL,133,496,56,121,16,14,8,63,11,,20,52,,1,15,, +fisheed01,1902,1,DET,AL,1,2,0,0,0,0,0,0,0,,0,0,,0,0,, +flemito01,1902,1,PHI,NL,5,16,2,6,0,0,0,2,0,,1,1,,0,1,, +flickel01,1902,1,PHA,AL,11,37,15,11,2,1,0,3,4,,6,2,,3,2,, +flickel01,1902,2,CLE,AL,110,424,70,126,19,11,2,61,20,,47,31,,3,8,, +floodti01,1902,1,BRO,NL,132,476,43,104,11,4,3,51,8,,23,70,,9,21,, +fohlle01,1902,1,PIT,NL,1,3,0,0,0,0,0,1,0,,0,1,,0,0,, +foremfr01,1902,1,BLA,AL,2,7,1,3,1,0,0,1,0,,0,0,,0,0,, +foxhe01,1902,1,PHI,NL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +frasech01,1902,1,PHI,NL,29,86,15,15,3,1,0,5,0,,9,18,,0,0,, +freembu01,1902,1,BOS,AL,138,564,75,174,38,19,11,121,17,,32,40,,6,6,, +frielbi01,1902,1,SLA,AL,80,267,26,64,9,2,2,20,4,,14,25,,2,7,, +fulleni01,1902,1,BRO,NL,3,9,0,0,0,0,0,1,0,,0,1,,0,1,, +fultzda01,1902,1,PHA,AL,129,506,109,153,20,5,1,49,44,,62,33,,2,35,, +gardnji01,1902,1,CHN,NL,3,10,0,2,0,0,0,2,0,,1,3,,0,0,, +garvine01,1902,1,CHA,AL,23,59,3,9,0,0,0,2,0,,2,11,,1,1,, +garvine01,1902,2,BRO,NL,2,7,0,1,0,0,0,2,0,,0,1,,0,0,, +gilbebi02,1902,1,BLA,AL,129,445,74,109,12,3,2,38,38,,45,32,,9,20,, +gladefr01,1902,1,CHN,NL,1,3,0,1,0,1,0,0,0,,0,0,,0,0,, +gleasha01,1902,1,BOS,AL,71,240,30,54,5,5,2,25,6,,10,22,,3,6,, +gleaski01,1902,1,DET,AL,118,441,42,109,11,4,1,38,17,,25,12,,3,11,, +glendma01,1902,1,CIN,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +glenned02,1902,1,CHN,NL,2,7,0,0,0,0,0,0,0,,1,2,,0,0,, +gochnjo01,1902,1,CLE,AL,127,459,45,85,16,4,0,37,7,,38,25,,0,9,, +grahape01,1902,1,CLE,AL,2,6,0,2,0,0,0,1,0,,1,1,,0,0,, +greenda01,1902,1,CHA,AL,129,481,77,150,16,11,0,62,35,,53,40,,7,24,, +greenpa01,1902,1,PHI,NL,19,65,6,11,1,0,0,1,2,,2,12,,1,2,, +gremmed01,1902,1,BSN,NL,140,522,55,134,20,12,1,65,7,,39,51,,5,6,, +griffcl01,1902,1,CHA,AL,35,92,11,20,3,0,0,8,0,,7,4,,0,3,, +hackeji01,1902,1,SLN,NL,6,21,2,6,1,0,0,4,1,,2,2,,0,0,, +hahnno01,1902,1,CIN,NL,37,119,10,22,3,3,0,9,2,,10,31,,0,1,, +haleda01,1902,1,BSN,NL,8,14,1,0,0,0,0,1,0,,3,8,,0,0,, +haleda01,1902,2,BLA,AL,3,6,0,0,0,0,0,0,0,,1,3,,0,0,, +hallmbi01,1902,1,PHI,NL,73,254,14,63,8,4,0,35,9,,14,19,,0,9,, +hardyal01,1902,1,CHN,NL,4,14,3,3,1,0,0,4,0,,1,2,,0,0,, +harledi01,1902,1,DET,AL,125,491,59,138,9,8,2,44,20,,36,29,,12,10,, +harpeja01,1902,1,SLA,AL,29,83,9,17,2,0,0,6,0,,5,18,,0,3,, +hartlch01,1902,1,NY1,NL,1,4,0,0,0,0,0,0,0,,0,0,,0,0,, +hartmfr01,1902,1,SLN,NL,114,416,30,90,10,3,0,52,14,,14,33,,5,8,, +hartsto01,1902,1,PHA,AL,137,545,109,154,20,12,5,58,47,,87,26,,2,3,, +harveza01,1902,1,CLE,AL,12,46,5,16,2,0,0,5,1,,3,6,,0,1,, +hazledo01,1902,1,SLN,NL,7,23,0,3,0,0,0,0,0,,2,2,,1,0,, +hearnhu01,1902,1,BRO,NL,66,231,22,65,10,0,0,28,3,,16,19,,3,7,, +heidrem01,1902,1,SLA,AL,110,447,75,129,19,10,3,56,17,,34,21,,0,20,, +heismcr01,1902,1,CIN,NL,5,14,1,3,0,1,0,0,0,,0,2,,1,0,, +heismcr01,1902,2,BLA,AL,3,7,0,1,0,0,0,0,0,,0,4,,0,0,, +hemphch01,1902,1,CLE,AL,25,94,14,25,2,0,0,11,4,,5,11,,0,3,, +hemphch01,1902,2,SLA,AL,103,416,67,132,14,11,6,58,23,,44,22,,0,3,, +hendrja01,1902,1,NY1,NL,8,26,1,6,2,0,0,0,2,,2,3,,0,3,, +hendrja01,1902,2,CHN,NL,2,7,0,4,0,1,0,0,0,,0,0,,0,1,, +hessot01,1902,1,CLE,AL,7,14,2,1,0,0,0,1,0,,2,6,,0,0,, +hickmch01,1902,1,BOS,AL,28,108,13,32,5,2,3,16,1,,3,6,,4,0,, +hickmch01,1902,2,CLE,AL,102,426,61,161,31,11,8,94,8,,12,9,,3,8,, +hilde01,1902,1,CHN,NL,1,4,1,0,0,0,0,0,0,,1,0,,0,0,, +hildege01,1902,1,BRO,NL,11,41,3,9,1,0,0,5,0,,3,2,,1,1,, +holmedu01,1902,1,DET,AL,92,362,50,93,15,4,2,33,16,,28,28,,5,9,, +hookebu01,1902,1,CIN,NL,1,3,0,0,0,0,0,0,0,,0,0,,0,0,, +hopkimi01,1902,1,PIT,NL,1,2,0,2,1,0,0,0,0,,0,0,,0,0,, +howelha01,1902,1,BLA,AL,96,347,42,93,16,11,2,42,7,,18,60,,4,8,, +hoydu01,1902,1,CIN,NL,72,279,48,81,15,2,2,20,11,,41,20,,4,12,, +hugheed01,1902,1,CHA,AL,1,4,0,1,0,0,0,0,0,,0,2,,0,0,, +hugheja01,1902,1,BRO,NL,31,90,11,19,4,3,1,13,0,,7,20,,1,1,, +hughejo01,1902,1,CHN,NL,1,3,0,0,0,0,0,0,0,,0,0,,0,0,, +hugheto01,1902,1,BLA,AL,13,43,2,6,2,0,0,1,0,,1,13,,0,4,, +hugheto01,1902,2,BOS,AL,12,30,7,11,1,0,0,3,2,,2,6,,0,0,, +hulswru01,1902,1,PHI,NL,128,497,59,135,11,7,0,38,12,,30,49,,2,8,, +hustibe01,1902,1,BOS,AL,1,4,1,1,0,1,0,1,0,,0,1,,0,0,, +hustibe01,1902,2,PHA,AL,32,82,12,13,3,1,0,9,0,,0,10,,1,4,, +iburgha01,1902,1,PHI,NL,31,87,4,12,1,0,0,5,1,,3,38,,0,0,, +irwinch01,1902,1,BRO,NL,131,458,59,125,14,0,2,43,13,,39,32,,12,11,, +isbelfr01,1902,1,CHA,AL,137,515,62,130,14,4,4,59,38,,14,28,,3,23,, +jacklfr01,1902,1,PHI,NL,38,114,8,23,4,0,0,8,2,,9,20,,3,1,, +jacksji01,1902,1,NY1,NL,37,116,14,21,5,1,0,15,6,,16,15,,0,3,, +jacobmi01,1902,1,CHN,NL,5,19,1,4,0,0,0,2,0,,0,2,,0,0,, +jennihu01,1902,1,PHI,NL,78,290,32,79,13,4,1,32,8,,14,19,,11,7,, +jonesda01,1902,1,SLA,AL,15,49,4,11,1,1,0,3,5,,6,5,,0,1,, +jonesda01,1902,2,CHN,NL,64,243,41,74,12,3,0,14,12,,38,37,,0,14,, +jonesfi01,1902,1,CHA,AL,135,532,98,171,16,5,0,54,33,,57,31,,3,20,, +jonesji01,1902,1,NY1,NL,67,249,16,59,11,1,0,19,7,,13,31,,0,3,, +jonesto01,1902,1,BLA,AL,37,159,22,45,8,4,0,14,1,,2,8,,0,0,, +jordasl01,1902,1,BLA,AL,1,4,0,0,0,0,0,0,0,,0,3,,0,0,, +jossad01,1902,1,CLE,AL,33,103,8,12,3,1,0,10,0,,5,49,,0,7,, +kahoemi01,1902,1,CHN,NL,7,18,0,4,1,0,0,2,0,,0,4,,0,1,, +kahoemi01,1902,2,SLA,AL,55,197,21,48,9,2,2,28,4,,6,7,,1,5,, +kaneha01,1902,1,SLA,AL,4,9,1,1,0,0,0,0,0,,0,3,,0,0,, +katolja01,1902,1,CHA,AL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +katolja01,1902,2,BLA,AL,18,57,11,10,1,0,0,1,0,,8,11,,1,0,, +keelewi01,1902,1,BRO,NL,133,559,86,186,20,5,0,38,19,,21,13,,7,25,, +keistbi01,1902,1,WS1,AL,119,483,82,145,33,9,9,90,27,,14,22,,7,11,, +kellejo01,1902,1,BLA,AL,60,222,50,69,17,7,1,34,12,,34,16,,1,6,, +kellejo01,1902,2,CIN,NL,40,156,24,50,9,2,1,12,3,,15,17,,0,1,, +kennaed01,1902,1,PHA,AL,2,8,1,1,1,0,0,0,0,,0,1,,0,0,, +kennebr01,1902,1,NY1,NL,6,15,2,4,1,0,0,1,0,,1,1,,0,0,, +kennesn01,1902,1,CHN,NL,1,5,0,0,0,0,0,0,0,,0,1,,0,0,, +kisinru01,1902,1,DET,AL,5,19,1,3,1,0,0,0,0,,0,1,,0,0,, +kitsofr01,1902,1,BRO,NL,40,117,10,32,3,4,1,11,0,,3,12,,1,1,, +kittrma01,1902,1,BSN,NL,80,255,18,60,7,0,2,30,4,,24,9,,1,6,, +klingjo01,1902,1,CHN,NL,115,436,50,126,19,3,0,59,25,,29,26,,0,12,, +klingru01,1902,1,SLN,NL,4,10,1,2,0,0,0,0,1,,4,1,,0,1,, +klobefr01,1902,1,BSN,NL,1,2,0,1,1,0,0,1,0,,1,0,,0,1,, +kruegot01,1902,1,SLN,NL,128,467,55,124,7,8,0,46,14,,29,33,,3,13,, +krughe01,1902,1,PHI,NL,53,198,20,45,3,3,0,14,2,,7,16,,2,8,, +lachaca01,1902,1,BOS,AL,138,541,60,151,13,4,6,56,8,,18,35,,5,11,, +lajoina01,1902,1,PHA,AL,1,4,0,1,0,0,0,1,1,,0,0,,0,0,, +lajoina01,1902,2,CLE,AL,86,348,81,132,35,5,7,64,19,,19,7,,6,8,, +lamerpe01,1902,1,CHN,NL,2,9,2,2,0,0,0,0,0,,0,1,,0,0,, +latimta01,1902,1,BRO,NL,8,24,0,1,0,0,0,0,0,,0,3,,0,0,, +laudebi01,1902,1,NY1,NL,127,490,42,115,20,1,0,43,19,,10,53,,0,4,, +lawsobo01,1902,1,BLA,AL,3,6,0,1,0,0,0,0,0,,0,0,,0,0,, +leachto01,1902,1,PIT,NL,135,514,97,143,14,22,6,85,25,,45,45,,4,13,, +leevesa01,1902,1,PIT,NL,29,90,6,16,3,2,0,8,1,,3,10,,0,0,, +leewa01,1902,1,WS1,AL,109,391,61,100,21,5,4,45,8,,33,41,,3,7,, +leitndu01,1902,1,CLE,AL,1,4,0,1,0,0,0,1,0,,0,0,,0,0,, +leitndu01,1902,2,CHA,AL,1,3,0,0,0,0,0,0,0,,1,0,,0,0,, +lepinpe01,1902,1,DET,AL,30,96,8,20,3,2,1,19,1,,8,12,,1,3,, +longhe01,1902,1,BSN,NL,120,437,40,101,11,0,2,44,24,,31,18,,1,13,, +longre01,1902,1,BSN,NL,1,3,0,0,0,0,0,0,0,,0,0,,0,0,, +lowebo01,1902,1,CHN,NL,121,480,44,119,13,3,0,35,17,,12,28,,5,9,, +lundbja01,1902,1,CLE,AL,8,15,2,4,1,0,0,1,0,,0,2,,0,0,, +lundgca01,1902,1,CHN,NL,20,66,2,7,1,0,0,5,2,,2,24,,0,2,, +lushbi01,1902,1,BSN,NL,120,413,68,92,8,1,2,19,30,,76,56,,2,11,, +lynchmi01,1902,1,CHN,NL,7,28,4,4,0,0,0,0,0,,2,3,,0,1,, +mageebi01,1902,1,NY1,NL,2,1,0,0,0,0,0,0,0,,0,0,,0,0,, +mageebi01,1902,2,PHI,NL,8,19,2,4,0,0,0,2,0,,0,2,,0,0,, +magooge01,1902,1,CIN,NL,45,162,29,44,9,2,0,23,7,,13,11,,5,9,, +maharfr01,1902,1,PHI,NL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +maherto01,1902,1,PHI,NL,2,1,0,0,0,0,0,0,0,,0,1,,0,0,, +malarjo01,1902,1,BSN,NL,22,62,3,13,4,0,1,7,1,,5,23,,0,1,, +malonbi01,1902,1,SLA,AL,30,112,8,23,3,0,0,11,0,,6,17,,2,1,, +malonbi01,1902,2,CIN,NL,27,89,13,22,4,0,1,7,8,,2,24,,1,3,, +mathech01,1902,1,NY1,NL,43,130,10,26,3,0,2,12,2,,6,16,,2,2,, +mathiji01,1902,1,BLA,AL,29,91,12,24,2,1,0,7,2,,9,10,,6,6,, +mcaleji01,1902,1,SLA,AL,2,3,0,2,0,0,0,0,0,,0,0,,0,0,, +mcallsp01,1902,1,DET,AL,21,67,8,14,1,0,1,8,0,,2,4,,1,1,, +mcallsp01,1902,2,BLA,AL,3,11,0,1,0,0,0,1,0,,1,0,,0,0,, +mcallsp01,1902,3,DET,AL,45,162,11,34,4,2,0,24,1,,3,8,,1,3,, +mccange01,1902,1,BRO,NL,3,12,0,1,0,0,0,1,0,,0,2,,0,0,, +mccarar01,1902,1,DET,AL,10,28,2,2,0,0,0,1,0,,1,7,,1,0,, +mccarja01,1902,1,CLE,AL,95,359,45,102,31,5,0,41,12,,24,14,,0,18,, +mccorba01,1902,1,SLA,AL,139,504,55,124,14,4,3,51,10,,37,36,,5,16,, +mccreto01,1902,1,BRO,NL,112,430,49,105,8,4,4,57,16,,29,44,,2,9,, +mcdonji02,1902,1,NY1,NL,2,9,0,3,0,0,0,1,0,,0,1,,0,0,, +mcfadba01,1902,1,PHI,NL,1,3,0,0,0,0,0,0,0,,0,0,,0,0,, +mcfarch02,1902,1,SLN,NL,2,4,0,0,0,0,0,0,0,,0,1,,0,0,, +mcfared01,1902,1,CHA,AL,75,246,29,56,9,2,1,25,8,,19,15,,3,6,, +mcfarhe01,1902,1,CHA,AL,7,27,5,5,0,0,0,4,1,,2,1,,0,1,, +mcfarhe01,1902,2,BLA,AL,61,242,54,78,19,6,3,36,10,,36,20,,4,0,, +mcganda01,1902,1,BLA,AL,68,250,40,79,10,8,0,42,17,,19,13,,6,10,, +mcganda01,1902,2,NY1,NL,61,227,25,68,5,7,0,21,12,,12,17,,8,4,, +mcginjo01,1902,1,BLA,AL,27,87,10,25,2,4,0,8,2,,2,5,,0,4,, +mcginjo01,1902,2,NY1,NL,25,66,3,8,0,0,0,3,0,,0,6,,0,8,, +mcgrajo01,1902,1,BLA,AL,20,63,14,18,3,2,1,3,5,,17,6,,2,2,, +mcgrajo01,1902,2,NY1,NL,35,107,13,25,0,0,0,5,7,,26,11,,4,2,, +mcguide01,1902,1,DET,AL,73,229,27,52,14,1,2,23,0,,24,8,,0,5,, +mclauwa01,1902,1,PIT,NL,3,11,1,4,1,0,0,3,1,,0,3,,0,0,, +mcmacsa01,1902,1,CHA,AL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +mcmacsa01,1902,2,DET,AL,1,4,1,2,0,0,0,0,0,,0,0,,0,0,, +mcmakjo01,1902,1,BRO,NL,4,11,3,2,0,0,0,0,0,,2,0,,1,0,, +mellobi01,1902,1,BLA,AL,10,36,4,13,3,0,0,5,1,,3,6,,0,1,, +menefjo01,1902,1,CHN,NL,65,216,24,50,4,1,0,15,4,,15,32,,7,14,, +mercewi01,1902,1,DET,AL,35,100,8,18,2,0,0,6,1,,6,7,,0,3,, +merrige01,1902,1,PIT,NL,2,9,2,3,1,0,0,2,0,,0,2,,0,0,, +mertesa01,1902,1,CHA,AL,129,497,60,140,23,7,1,79,46,,37,43,,2,8,, +millebi01,1902,1,PIT,NL,1,5,0,1,0,0,0,2,0,,0,2,,0,0,, +milledu02,1902,1,CHN,NL,51,187,17,46,4,1,0,13,10,,7,25,,7,6,, +millero01,1902,1,DET,AL,20,60,2,11,1,1,0,6,0,,0,11,,0,0,, +millero01,1902,2,NY1,NL,10,21,0,1,0,0,0,0,0,,0,8,,1,2,, +mitchfr01,1902,1,BOS,AL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +mitchfr01,1902,2,PHA,AL,20,48,7,9,1,1,0,3,1,,1,12,,0,3,, +mooreea01,1902,1,CLE,AL,36,113,12,24,2,0,0,9,0,,4,25,,0,3,, +moranpa01,1902,1,BSN,NL,80,251,22,60,5,5,1,24,6,,17,26,,6,4,, +morrifr01,1902,1,CHN,NL,7,22,1,2,0,0,0,0,0,,3,3,,0,0,, +morrija01,1902,1,CIN,NL,12,39,5,11,1,1,0,3,0,,4,1,,0,1,, +mullige01,1902,1,DET,AL,40,120,20,39,4,3,0,11,1,,8,9,,0,1,, +murphda02,1902,1,PHA,AL,76,291,48,91,11,8,1,48,12,,13,17,,4,5,, +murphed01,1902,1,SLN,NL,23,61,4,16,0,0,0,3,0,,1,6,,0,0,, +murphjo03,1902,1,SLN,NL,1,3,1,2,1,0,0,1,0,,1,1,,0,0,, +murraji01,1902,1,CHN,NL,12,47,3,8,0,0,0,1,0,,2,18,,0,1,, +newtodo01,1902,1,BRO,NL,33,109,7,19,2,0,0,10,3,,9,22,,0,2,, +nichoar01,1902,1,SLN,NL,73,251,36,67,12,0,1,31,18,,21,19,,4,9,, +oconnja01,1902,1,PIT,NL,49,170,13,50,1,2,1,28,2,,3,11,,0,3,, +oconnjo01,1902,1,DET,AL,8,22,1,4,0,0,0,0,0,,3,2,,0,0,, +ohageha01,1902,1,CHN,NL,33,115,11,22,1,3,0,10,9,,11,16,,0,5,, +ohageha01,1902,2,NY1,NL,4,11,0,1,0,0,0,0,0,,0,1,,0,0,, +ohageha01,1902,3,CLE,AL,3,13,2,5,2,0,0,1,2,,0,2,,0,0,, +ohageha01,1902,4,NY1,NL,22,73,5,11,2,1,0,8,3,,2,8,,2,3,, +oneilja01,1902,1,SLN,NL,63,192,13,27,1,1,0,12,2,,13,28,,5,1,, +oneiljo01,1902,1,NY1,NL,2,8,0,0,0,0,0,0,0,,0,2,,0,0,, +oneilmi01,1902,1,SLN,NL,51,135,21,43,5,3,2,15,0,,2,20,,1,1,, +orthal01,1902,1,WS1,AL,56,175,20,38,3,2,2,10,2,,9,10,,0,3,, +oyleran01,1902,1,BLA,AL,27,77,9,17,1,0,1,6,3,,8,19,,3,2,, +paddedi01,1902,1,SLA,AL,117,413,54,109,26,3,1,40,11,,30,20,,9,9,, +parenfr01,1902,1,BOS,AL,138,567,91,156,31,8,3,62,16,,24,21,,4,16,, +patteca01,1902,1,WS1,AL,39,125,6,12,0,0,0,1,0,,6,32,,0,3,, +pattero01,1902,1,CHA,AL,34,105,11,20,1,0,0,6,0,,3,15,,0,5,, +pearsal01,1902,1,SLN,NL,11,34,2,9,0,0,0,2,0,,0,5,,0,0,, +pedroch01,1902,1,CHN,NL,2,6,0,0,0,0,0,0,0,,0,2,,0,0,, +peitzhe01,1902,1,CIN,NL,112,387,54,122,22,5,1,60,7,,24,23,,9,8,, +phelped01,1902,1,PIT,NL,18,61,5,13,1,0,0,6,2,,4,4,,2,3,, +phillbi02,1902,1,CIN,NL,38,114,11,39,1,3,0,11,1,,6,10,,2,2,, +phillde01,1902,1,PIT,NL,32,113,16,25,2,2,1,12,0,,2,18,,2,3,, +piattwi01,1902,1,CHA,AL,32,85,12,17,2,1,0,6,1,,6,14,,3,4,, +pickeol01,1902,1,CLE,AL,69,293,46,75,5,2,3,26,22,,19,11,,2,2,, +pittito01,1902,1,BSN,NL,46,147,6,20,1,1,0,10,0,,1,56,,1,4,, +planked01,1902,1,PHA,AL,36,120,15,35,6,1,0,16,4,,3,4,,1,4,, +polchlo01,1902,1,CLE,AL,1,4,0,0,0,0,0,0,0,,0,0,,0,0,, +pooleed01,1902,1,PIT,NL,1,4,0,1,0,0,0,0,0,,0,2,,0,0,, +pooleed01,1902,2,CIN,NL,17,61,7,7,2,0,0,1,0,,0,14,,0,0,, +poppbi01,1902,1,SLN,NL,9,21,0,1,0,0,0,0,0,,0,8,,0,2,, +porteod01,1902,1,PHA,AL,1,3,0,0,0,0,0,0,0,,0,0,,0,0,, +postle01,1902,1,DET,AL,3,12,2,1,0,0,0,2,0,,0,3,,0,0,, +powelja01,1902,1,SLA,AL,44,127,15,26,9,0,1,15,0,,10,25,,1,3,, +powerdo01,1902,1,PHA,AL,71,246,35,65,7,1,2,39,3,,14,26,,3,3,, +prentge01,1902,1,BOS,AL,7,16,1,5,0,0,0,2,0,,0,3,,0,0,, +prentge01,1902,2,BLA,AL,2,4,0,0,0,0,0,0,0,,0,1,,0,0,, +quinnta01,1902,1,PHA,AL,1,3,0,0,0,0,0,0,0,,0,0,,0,0,, +reidybi01,1902,1,SLA,AL,14,41,4,8,0,0,0,1,0,,4,10,,0,0,, +rhoadbo01,1902,1,CHN,NL,16,45,0,10,0,0,0,2,1,,2,15,,0,0,, +ritchcl01,1902,1,PIT,NL,115,405,54,112,13,1,2,55,10,,53,15,,7,18,, +rittele01,1902,1,BRO,NL,16,57,5,12,1,0,0,2,2,,1,8,,1,2,, +robinja01,1902,1,NY1,NL,4,9,0,0,0,0,0,0,0,,0,3,,0,0,, +robinwi01,1902,1,BLA,AL,91,335,38,98,16,7,1,57,11,,12,17,,2,3,, +rosser01,1902,1,BLA,AL,2,8,1,0,0,0,0,0,0,,0,3,,1,0,, +ryanja01,1902,1,SLN,NL,76,267,23,48,4,4,0,14,2,,4,22,,1,12,, +ryanji01,1902,1,WS1,AL,120,484,92,155,32,6,6,44,10,,43,5,,7,6,, +salisbi01,1902,1,PHI,NL,2,1,0,0,0,0,0,0,0,,0,0,,0,0,, +schaege01,1902,1,CHN,NL,81,291,32,57,2,3,0,14,12,,19,47,,2,11,, +schialo01,1902,1,DET,AL,2,5,0,0,0,0,0,1,0,,1,0,,0,0,, +schlala01,1902,1,CHN,NL,10,31,5,10,0,3,0,5,2,,6,6,,0,0,, +schreos01,1902,1,CLE,AL,18,74,5,25,0,0,0,9,2,,0,4,,0,0,, +schreos01,1902,2,PHA,AL,79,284,45,92,17,2,2,43,3,,9,4,,1,8,, +sebriji01,1902,1,PIT,NL,19,80,15,26,4,4,0,15,2,,5,7,,0,1,, +selbaki01,1902,1,BLA,AL,128,503,86,161,27,9,3,60,22,,58,18,,2,10,, +seyboso01,1902,1,PHA,AL,137,522,91,165,27,12,16,97,6,,43,32,,6,8,, +seymocy01,1902,1,BLA,AL,72,280,38,75,8,8,3,41,12,,18,23,,2,10,, +seymocy01,1902,2,CIN,NL,62,244,27,83,8,2,2,37,8,,12,23,,3,3,, +sheana01,1902,1,PHI,NL,3,8,1,1,0,0,0,0,0,,1,1,,1,0,, +sheckji01,1902,1,BLA,AL,4,15,3,4,1,0,0,0,2,,1,4,,0,0,, +sheckji01,1902,2,BRO,NL,123,486,86,129,20,10,4,37,23,,57,45,,5,7,, +shielch01,1902,1,BLA,AL,24,48,1,8,1,0,0,2,0,,5,10,,0,1,, +shielch01,1902,2,SLA,AL,4,13,4,6,1,0,0,1,0,,1,0,,0,1,, +sieveed01,1902,1,DET,AL,25,66,3,10,1,0,0,6,0,,1,8,,0,4,, +slaglji01,1902,1,CHN,NL,117,463,66,146,11,4,0,28,41,,53,45,,0,7,, +smithal01,1902,1,BLA,AL,41,145,10,34,3,0,0,21,5,,8,4,,0,4,, +smithch02,1902,1,CLE,AL,3,8,0,1,0,0,0,0,0,,1,4,,0,0,, +smithha03,1902,1,PIT,NL,50,185,14,35,4,1,0,12,4,,4,24,,1,6,, +smithhe01,1902,1,NY1,NL,140,517,48,129,19,2,0,34,32,,17,55,,3,6,, +smootho01,1902,1,SLN,NL,129,518,58,161,19,4,3,48,20,,23,59,,8,17,, +sparktu01,1902,1,NY1,NL,16,40,3,6,1,0,0,1,0,,5,10,,0,2,, +sparktu01,1902,2,BOS,AL,17,52,2,8,2,0,0,5,0,,4,7,,0,1,, +stahlch01,1902,1,BOS,AL,127,508,92,164,22,11,2,58,24,,37,19,,5,13,, +stanljo02,1902,1,WS1,AL,3,12,2,4,0,0,0,1,0,,0,1,,0,0,, +starnge01,1902,1,CLE,AL,1,3,0,0,0,0,0,0,0,,0,1,,0,0,, +steelfa01,1902,1,PHA,AL,10,32,1,6,1,0,0,6,2,,2,6,,0,1,, +steinha01,1902,1,CIN,NL,129,479,53,133,20,7,1,49,12,,24,37,,3,9,, +stimmar01,1902,1,CIN,NL,4,10,0,2,1,0,0,0,0,,0,0,,0,0,, +stransa01,1902,1,CHA,AL,137,536,108,158,18,5,3,46,38,,76,67,,5,11,, +stransa01,1902,2,CHN,NL,3,11,1,4,0,0,0,0,1,,0,1,,0,0,, +streios01,1902,1,CLE,AL,8,19,1,4,2,0,0,2,0,,2,3,,0,1,, +stvraji01,1902,1,CHN,NL,12,31,2,3,0,0,0,0,0,,2,6,,1,0,, +sudhowi01,1902,1,SLA,AL,31,77,6,13,2,0,0,5,3,,4,12,,1,3,, +sugdejo01,1902,1,SLA,AL,68,200,25,50,7,2,0,15,2,,20,14,,4,9,, +sullibi03,1902,1,CHA,AL,76,263,36,64,12,3,1,26,11,,6,32,,3,8,, +swormle01,1902,1,CIN,NL,2,6,0,0,0,0,0,0,0,,0,0,,0,0,, +tanneje01,1902,1,PIT,NL,44,148,27,43,6,1,1,17,3,,12,12,,1,1,, +taylodu01,1902,1,CLE,AL,4,10,1,1,0,0,0,0,1,,1,0,,1,0,, +taylodu01,1902,2,NY1,NL,26,65,3,6,1,0,0,3,0,,3,23,,0,2,, +tayloja02,1902,1,CHN,NL,56,189,18,44,6,1,0,18,6,,8,23,,1,9,, +tennefr02,1902,1,BSN,NL,134,489,88,154,18,3,2,30,21,,73,43,,5,29,, +terryjo01,1902,1,DET,AL,1,2,0,0,0,0,0,0,0,,0,0,,0,0,, +thielhe01,1902,1,NY1,NL,6,9,0,1,0,0,0,0,1,,2,1,,0,0,, +thielhe01,1902,2,CIN,NL,28,91,6,12,0,2,0,4,0,,5,24,,0,2,, +thomabi01,1902,1,PHI,NL,6,17,1,2,0,0,0,0,0,,1,6,,0,0,, +thomaro01,1902,1,PHI,NL,138,500,89,143,4,7,0,24,17,,107,53,,2,17,, +thoneja01,1902,1,CLE,AL,28,105,14,30,7,1,0,11,4,,9,12,,0,1,, +thoneja01,1902,2,BLA,AL,3,11,1,0,0,0,0,0,1,,1,1,,0,0,, +tinkejo01,1902,1,CHN,NL,133,501,55,132,19,5,2,55,27,,26,61,,0,18,, +townsha01,1902,1,WS1,AL,27,87,11,23,6,1,0,10,1,,1,14,,0,3,, +vanhage01,1902,1,NY1,NL,26,96,14,24,1,2,0,7,6,,17,9,,0,0,, +varnedi01,1902,1,CLE,AL,3,6,0,1,0,0,0,2,0,,0,0,,0,0,, +vasbica01,1902,1,CLE,AL,2,2,0,1,0,0,0,0,0,,0,1,,0,0,, +vickeru01,1902,1,CIN,NL,4,11,0,4,1,0,0,3,0,,0,2,,0,0,, +vorhecy01,1902,1,PHI,NL,10,20,3,7,0,0,0,3,0,,2,3,,0,0,, +vorhecy01,1902,2,WS1,AL,1,3,0,2,0,0,0,0,0,,1,0,,0,0,, +wadderu01,1902,1,PHA,AL,34,112,8,32,6,2,1,18,1,,4,17,,0,1,, +wagnehe01,1902,1,NY1,NL,17,56,4,12,1,0,0,2,3,,0,7,,0,1,, +wagneho01,1902,1,PIT,NL,136,534,105,176,30,16,3,91,42,,43,51,,14,8,, +walkeed01,1902,1,CLE,AL,1,3,0,1,0,0,0,0,0,,0,0,,0,0,, +walketo01,1902,1,PHA,AL,1,4,1,1,0,0,0,0,1,,0,1,,0,0,, +wallabo01,1902,1,SLA,AL,133,494,71,141,32,9,1,63,18,,45,12,,4,6,, +walljo01,1902,1,NY1,NL,6,14,2,5,2,0,0,0,0,,2,3,,0,0,, +walljo01,1902,2,BRO,NL,5,18,0,3,0,0,0,0,0,,3,5,,1,0,, +wardru01,1902,1,BRO,NL,13,31,4,9,1,0,0,2,0,,2,8,,0,0,, +warnejo01,1902,1,BOS,AL,65,222,19,52,5,7,0,12,0,,13,9,,3,2,, +washbli01,1902,1,NY1,NL,6,9,1,4,0,0,0,0,1,,2,2,,2,0,, +watkied01,1902,1,PHI,NL,1,3,0,0,0,0,0,0,0,,1,3,,0,0,, +weavear01,1902,1,SLN,NL,11,33,2,6,2,0,0,3,0,,1,2,,0,0,, +wheeled01,1902,1,BRO,NL,30,96,4,12,0,0,0,5,1,,3,14,,0,2,, +whitedo01,1902,1,PHI,NL,61,179,17,47,3,1,1,15,5,,11,23,,0,9,, +whitije01,1902,1,PHI,NL,1,3,0,1,0,0,0,0,0,,0,1,,0,0,, +wickebo01,1902,1,SLN,NL,31,77,6,18,2,0,0,3,2,,3,11,,0,2,, +williar01,1902,1,CHN,NL,49,167,20,38,3,0,0,14,9,,17,32,,3,4,, +willida02,1902,1,BOS,AL,3,9,0,3,0,0,0,2,0,,1,2,,0,0,, +williji01,1902,1,BLA,AL,125,498,83,156,27,21,8,83,14,,36,46,,1,10,, +williot01,1902,1,SLN,NL,2,5,0,2,0,0,0,2,1,,1,0,,0,0,, +willipo01,1902,1,CHN,NL,39,120,14,25,2,2,0,13,0,,11,13,,3,3,, +willivi01,1902,1,BSN,NL,52,150,10,23,0,0,0,7,0,,9,18,,1,1,, +wilsoga01,1902,1,BOS,AL,3,11,1,2,0,0,0,1,0,,1,0,,0,0,, +wilsohi01,1902,1,PHA,AL,13,35,2,6,0,0,0,4,0,,3,4,,0,1,, +wiltssn01,1902,1,PHA,AL,20,57,4,10,0,2,0,2,0,,1,4,,3,0,, +wiltssn01,1902,2,BLA,AL,36,132,21,39,4,4,2,24,1,,9,9,,2,2,, +winhala01,1902,1,BRO,NL,1,2,0,0,0,0,0,0,0,,0,1,,0,0,, +wintege01,1902,1,BOS,AL,20,61,5,10,0,0,0,1,0,,3,20,,0,0,, +wolfebi01,1902,1,PHI,NL,1,3,0,1,0,0,0,0,0,,0,0,,0,0,, +wolveha01,1902,1,WS1,AL,59,249,35,62,8,3,1,23,8,,13,4,,2,2,, +wolveha01,1902,2,PHI,NL,34,136,12,40,3,2,0,16,3,,9,4,,2,5,, +woodbo01,1902,1,CLE,AL,81,258,23,76,18,2,0,40,1,,27,7,,6,4,, +wrighge02,1902,1,CLE,AL,23,70,8,10,0,2,1,5,0,,0,14,,0,1,, +yeagege01,1902,1,NY1,NL,39,108,6,22,2,1,0,9,1,,11,14,,0,3,, +yeagege01,1902,2,BLA,AL,11,38,3,7,1,0,0,1,0,,2,0,,0,2,, +yeagejo01,1902,1,DET,AL,50,161,17,39,6,5,1,23,0,,5,16,,4,1,, +yerkest01,1902,1,SLN,NL,39,91,4,12,1,0,0,2,0,,9,31,,0,0,, +youngcy01,1902,1,BOS,AL,45,148,17,34,4,1,1,12,0,,5,20,,0,1,, +zimmech01,1902,1,PIT,NL,42,142,13,38,4,2,0,17,4,,11,14,,4,6,, +abbated01,1903,1,BSN,NL,136,489,61,111,18,5,1,46,23,,52,36,,4,17,, +abbotfr01,1903,1,CLE,AL,77,255,25,60,11,3,1,25,8,,7,25,,5,9,, +adkindo01,1903,1,NYA,AL,2,3,0,0,0,0,0,0,0,,0,0,,0,0,, +altroni01,1903,1,BOS,AL,1,3,0,2,0,0,0,0,0,,1,0,,0,0,, +altroni01,1903,2,CHA,AL,13,30,6,9,0,0,0,3,1,,3,9,,0,0,, +amesre01,1903,1,NY1,NL,2,6,0,0,0,0,0,1,0,,0,5,,0,0,, +anderjo01,1903,1,SLA,AL,138,550,65,156,34,8,2,78,16,,23,39,,0,4,, +aubreha01,1903,1,BSN,NL,96,325,26,69,8,2,0,27,7,,18,36,,5,9,, +babbch01,1903,1,NY1,NL,121,424,68,105,15,8,0,46,22,,45,64,,22,11,, +barclge01,1903,1,SLN,NL,108,419,37,104,10,8,0,42,12,,15,48,,2,4,, +barreji01,1903,1,DET,AL,136,517,95,163,13,10,2,31,27,,74,67,,6,18,, +barrysh01,1903,1,PHI,NL,138,550,75,152,24,5,1,60,26,,30,39,,6,14,, +bartlbi01,1903,1,NY1,NL,1,1,0,0,0,0,0,0,0,,0,1,,0,0,, +bayha01,1903,1,CLE,AL,140,579,94,169,15,12,1,35,45,,29,44,,3,25,, +beaumgi01,1903,1,PIT,NL,141,613,137,209,30,6,7,68,23,,44,18,,5,12,, +becklja01,1903,1,CIN,NL,120,459,85,150,29,10,2,81,23,,42,13,,1,10,, +bemisha01,1903,1,CLE,AL,92,314,31,82,20,3,1,41,5,,8,31,,7,3,, +bendech01,1903,1,PHA,AL,43,120,10,22,4,1,0,8,3,,3,14,,2,4,, +bergebi01,1903,1,CIN,NL,58,207,21,47,4,2,0,19,2,,7,22,,0,4,, +bernhbi01,1903,1,CLE,AL,20,65,8,12,2,0,0,4,0,,2,18,,0,0,, +berteha01,1903,1,SLN,NL,4,15,1,5,0,0,0,1,0,,1,1,,0,0,, +bettsha01,1903,1,SLN,NL,1,3,0,0,0,0,0,0,0,,0,0,,0,0,, +bevilmo01,1903,1,NYA,AL,82,258,23,50,14,1,0,29,4,,16,26,,4,5,, +blissel01,1903,1,NYA,AL,1,3,0,0,0,0,0,0,0,,0,1,,0,0,, +bonnefr01,1903,1,BSN,NL,48,173,11,38,5,0,1,10,2,,7,18,,3,4,, +bowcobe01,1903,1,SLA,AL,14,50,7,16,3,1,1,10,1,,3,15,,0,2,, +bowerfr01,1903,1,NY1,NL,64,210,22,58,6,2,1,31,5,,6,21,,3,4,, +bradlbi01,1903,1,CLE,AL,136,536,101,168,36,22,6,68,21,,25,69,,3,23,, +brainda01,1903,1,SLN,NL,119,464,44,107,8,15,1,60,21,,25,29,,0,7,, +branski01,1903,1,PIT,NL,127,505,69,134,23,7,2,57,13,,33,42,,3,12,, +brashro01,1903,1,PHI,NL,20,75,9,17,3,0,0,4,2,,6,8,,0,2,, +bresnro01,1903,1,NY1,NL,113,406,87,142,30,8,4,55,34,,61,45,,7,12,, +brodema01,1903,1,BRO,NL,2,2,0,0,0,0,0,0,0,,0,0,,0,0,, +brownge01,1903,1,NY1,NL,141,591,105,185,20,3,3,45,27,,43,58,,4,14,, +brownmo01,1903,1,SLN,NL,26,77,4,15,2,1,0,6,2,,1,14,,1,2,, +buelofr01,1903,1,DET,AL,63,192,24,41,3,6,1,13,4,,6,28,,3,12,, +burchfr01,1903,1,PHI,NL,6,16,0,3,0,0,0,1,0,,0,4,,0,0,, +burkeje01,1903,1,SLA,AL,132,515,73,151,20,7,3,40,17,,52,47,,3,4,, +burkeji01,1903,1,SLN,NL,115,431,55,123,13,3,0,42,28,,23,24,,3,7,, +burnsja01,1903,1,DET,AL,11,37,2,10,0,0,0,3,0,,1,0,,2,2,, +callani01,1903,1,CHA,AL,118,439,47,128,26,5,2,56,24,,20,36,,1,11,, +careysc01,1903,1,WS1,AL,48,183,8,37,3,2,0,23,0,,4,13,,1,2,, +carisfr01,1903,1,PIT,NL,5,18,4,6,4,0,1,5,0,,0,1,,0,0,, +carnepa01,1903,1,BSN,NL,110,392,37,94,12,4,1,49,10,,28,26,,4,5,, +carrch01,1903,1,DET,AL,135,548,59,154,23,11,2,79,10,,10,44,,2,13,, +caseydo01,1903,1,CHN,NL,112,435,56,126,8,3,1,40,11,,19,17,,3,20,, +chancfr01,1903,1,CHN,NL,125,441,83,144,24,10,2,81,67,,78,41,,10,2,, +chesbja01,1903,1,NYA,AL,40,124,8,23,4,0,2,9,0,,2,29,,0,3,, +clarkbo02,1903,1,WS1,AL,126,465,35,111,14,6,2,38,12,,15,28,,7,7,, +clarkfr01,1903,1,PIT,NL,104,427,88,150,32,15,5,70,21,,41,27,,5,13,, +clarkpe01,1903,1,CHA,AL,15,65,7,20,4,2,0,9,5,,2,7,,1,0,, +clingbi01,1903,1,CLE,AL,21,64,10,18,1,1,0,7,2,,11,9,,0,3,, +coaklan01,1903,1,PHA,AL,6,15,0,3,0,0,0,0,0,,0,4,,0,0,, +colliji01,1903,1,BOS,AL,130,540,88,160,33,17,5,72,23,,24,28,,2,13,, +conrowi01,1903,1,NYA,AL,126,503,74,137,23,12,1,45,33,,32,36,,5,8,, +cookji01,1903,1,CHN,NL,8,26,3,4,1,0,0,2,1,,2,7,,1,0,, +cooledu01,1903,1,BSN,NL,138,553,76,160,26,10,1,70,27,,44,33,,0,3,, +corcoto01,1903,1,CIN,NL,115,459,61,113,18,7,2,73,12,,12,27,,1,1,, +coughbi01,1903,1,WS1,AL,125,473,56,116,18,3,1,31,30,,9,58,,5,3,, +courter01,1903,1,NYA,AL,25,79,7,21,3,3,1,8,1,,7,8,,2,3,, +courter01,1903,2,DET,AL,23,74,7,17,0,0,0,6,1,,5,7,,3,1,, +covenja01,1903,1,SLN,NL,4,14,0,2,0,0,0,0,0,,0,1,,0,0,, +crawfsa01,1903,1,DET,AL,137,550,88,184,23,25,4,89,18,,25,46,,2,25,, +cregape01,1903,1,CIN,NL,6,19,0,2,0,0,0,0,0,,1,3,,1,1,, +crigelo01,1903,1,BOS,AL,96,317,41,61,7,10,3,31,5,,26,31,,1,14,, +cronija01,1903,1,NY1,NL,20,46,6,9,0,1,0,4,2,,2,8,,1,2,, +crossla01,1903,1,PHA,AL,137,559,60,163,22,4,2,90,14,,10,17,,0,8,, +crossmo01,1903,1,PHA,AL,137,470,44,116,21,2,3,45,31,,49,56,,6,12,, +curricl01,1903,1,SLN,NL,22,47,1,4,0,1,0,1,0,,3,14,,0,2,, +curricl01,1903,2,CHN,NL,6,12,1,5,0,0,0,3,0,,1,3,,0,0,, +curtige01,1903,1,PIT,NL,5,19,2,8,1,0,0,3,0,,1,2,,0,0,, +dahlebi01,1903,1,BRO,NL,138,474,71,124,17,9,1,64,34,,82,50,,2,8,, +dalybe01,1903,1,PHA,AL,10,21,2,4,0,2,0,4,0,,1,2,,0,0,, +dalyto01,1903,1,CHA,AL,43,150,20,31,11,0,0,19,6,,20,19,,1,5,, +dalyto01,1903,2,CIN,NL,80,307,42,90,14,9,1,38,5,,16,21,,2,7,, +davisge01,1903,1,NY1,NL,4,15,2,4,0,0,0,1,0,,1,0,,0,0,, +davisha01,1903,1,PHA,AL,106,420,77,125,28,7,6,55,24,,24,48,,5,6,, +davisle01,1903,1,NYA,AL,104,372,54,88,10,0,0,25,11,,43,31,,2,18,, +dearmch01,1903,1,CIN,NL,11,39,10,11,2,1,0,7,1,,3,6,,1,1,, +deerijo01,1903,1,DET,AL,10,24,4,8,1,1,0,3,0,,0,10,,0,1,, +deerijo01,1903,2,NYA,AL,9,23,1,1,0,0,0,2,1,,0,12,,0,0,, +deisepa01,1903,1,CIN,NL,2,0,0,0,0,0,0,0,0,,1,0,,0,0,, +delahed01,1903,1,WS1,AL,42,156,22,52,11,1,1,21,3,,12,16,,2,1,, +demonge01,1903,1,WS1,AL,12,44,0,12,2,0,0,3,0,,0,10,,0,1,, +demonle01,1903,1,SLN,NL,26,70,8,17,3,1,0,7,3,,8,15,,2,2,, +dextech01,1903,1,BSN,NL,123,457,82,102,15,1,3,34,32,,61,37,,6,12,, +diehler01,1903,1,PIT,NL,1,3,0,1,0,0,0,0,0,,0,0,,0,0,, +dinnebi01,1903,1,BOS,AL,37,106,6,17,2,1,0,8,1,,11,28,,0,5,, +dobbsjo01,1903,1,CHN,NL,16,61,8,14,1,1,0,4,0,,7,5,,2,3,, +dobbsjo01,1903,2,BRO,NL,111,414,61,98,15,7,2,59,23,,48,34,,5,13,, +dohened01,1903,1,PIT,NL,27,91,11,19,1,0,0,6,1,,3,20,,1,1,, +dolanco01,1903,1,CHA,AL,27,104,16,27,5,1,0,7,5,,6,9,,2,0,, +dolanco01,1903,2,CIN,NL,93,385,64,111,20,3,0,58,11,,28,31,,2,7,, +donahre01,1903,1,SLA,AL,16,51,4,8,1,0,0,4,0,,0,22,,0,2,, +donahre01,1903,2,CLE,AL,16,53,1,8,3,0,0,6,0,,1,18,,0,1,, +donlimi01,1903,1,CIN,NL,126,496,110,174,25,18,7,67,26,,56,40,,3,8,, +donovbi01,1903,1,DET,AL,40,124,11,30,3,2,0,12,3,,4,34,,0,9,, +donovpa01,1903,1,SLN,NL,105,410,63,134,15,3,0,39,25,,25,21,,3,14,, +dooinre01,1903,1,PHI,NL,62,188,18,41,5,1,0,14,9,,8,21,,1,4,, +dornegu01,1903,1,CLE,AL,12,25,1,2,0,0,0,2,0,,1,5,,1,3,, +doschja01,1903,1,CHN,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +doschja01,1903,2,BRO,NL,3,3,0,0,0,0,0,0,0,,0,0,,0,0,, +doughpa01,1903,1,BOS,AL,139,590,107,195,19,12,4,59,35,,33,62,,6,18,, +douglkl01,1903,1,PHI,NL,105,377,43,96,5,4,1,36,6,,28,16,,1,11,, +doyleja01,1903,1,BRO,NL,139,524,84,164,27,6,0,91,34,,54,23,,5,9,, +drillle01,1903,1,WS1,AL,51,154,11,39,9,3,0,23,4,,15,11,,3,2,, +dugglbi01,1903,1,PHI,NL,36,104,10,24,5,1,0,9,0,,1,39,,1,3,, +dunklda01,1903,1,CHA,AL,12,33,1,10,0,0,0,4,0,,1,7,,0,0,, +dunklda01,1903,2,WS1,AL,14,41,2,4,0,0,0,1,0,,0,9,,0,0,, +dunleja01,1903,1,SLN,NL,61,193,23,48,3,3,0,10,10,,13,34,,3,7,, +dunnja01,1903,1,NY1,NL,78,257,35,62,15,1,0,37,12,,15,20,,3,8,, +easonma01,1903,1,DET,AL,7,20,0,2,0,0,0,0,0,,0,5,,0,0,, +elberki01,1903,1,DET,AL,35,132,29,45,5,3,0,19,6,,11,5,,5,1,, +elberki01,1903,2,NYA,AL,90,349,49,100,18,5,0,45,16,,22,12,,10,4,, +evansro01,1903,1,BRO,NL,15,29,0,5,0,0,0,3,0,,3,14,,1,4,, +evansro01,1903,2,SLA,AL,7,19,1,2,1,0,0,1,0,,1,13,,0,1,, +eversjo01,1903,1,CHN,NL,124,464,70,136,27,7,0,52,25,,19,27,,3,11,, +ewingbo01,1903,1,CIN,NL,32,95,17,24,3,2,0,6,0,,10,19,,1,1,, +fairbji01,1903,1,PHA,AL,4,10,3,1,0,0,0,0,0,,1,1,,0,0,, +falkecy01,1903,1,PIT,NL,10,21,3,4,0,0,0,0,0,,1,7,,1,1,, +farredu01,1903,1,BOS,AL,17,52,5,21,5,1,0,8,1,,5,4,,1,4,, +farrejo02,1903,1,SLN,NL,130,519,83,141,25,8,1,32,17,,48,33,,2,4,, +ferriho01,1903,1,BOS,AL,141,525,69,132,19,7,9,66,11,,25,59,,1,15,, +flahepa02,1903,1,CHA,AL,40,102,7,14,4,0,0,5,4,,5,26,,0,3,, +flickel01,1903,1,CLE,AL,140,523,81,155,23,16,2,51,24,,51,60,,8,11,, +floodti01,1903,1,BRO,NL,89,309,27,77,15,2,0,32,14,,15,30,,3,13,, +fohlle01,1903,1,CIN,NL,4,14,3,5,1,1,0,2,0,,0,0,,1,0,, +frasech01,1903,1,PHI,NL,32,93,12,19,3,1,1,8,4,,14,23,,0,2,, +freembu01,1903,1,BOS,AL,141,567,74,163,39,20,13,104,5,,30,73,,4,10,, +frielbi01,1903,1,SLA,AL,97,351,46,80,11,8,0,25,4,,23,43,,2,9,, +fultzda01,1903,1,NYA,AL,79,295,39,66,12,1,0,25,29,,25,21,,5,10,, +ganzejo01,1903,1,NYA,AL,129,476,62,132,25,7,3,71,9,,30,38,,12,15,, +garvine01,1903,1,BRO,NL,38,106,12,8,0,0,0,2,0,,8,25,,0,5,, +gertelo01,1903,1,PIT,NL,1,3,0,0,0,0,0,0,0,,0,1,,0,1,, +gessldo01,1903,1,DET,AL,29,105,9,25,5,4,0,12,1,,3,23,,2,4,, +gessldo01,1903,2,BRO,NL,49,154,20,38,8,3,0,18,9,,17,34,,12,9,, +gibsono01,1903,1,BOS,AL,25,64,8,17,2,2,0,4,0,,5,30,,1,5,, +gilbebi02,1903,1,NY1,NL,128,413,62,104,9,0,1,40,37,,41,28,,20,26,, +gleasha01,1903,1,BOS,AL,6,13,3,2,1,0,0,2,0,,0,3,,0,0,, +gleaski01,1903,1,PHI,NL,106,412,65,117,19,6,1,49,12,,23,19,,3,20,, +glendma01,1903,1,CLE,AL,3,8,1,0,0,0,0,0,0,,1,2,,0,1,, +gochnjo01,1903,1,CLE,AL,134,438,48,81,16,4,0,48,10,,48,53,,0,26,, +gouzzcl01,1903,1,SLA,AL,1,1,0,0,0,0,0,0,0,,0,1,,0,0,, +grahape01,1903,1,CHN,NL,1,2,0,0,0,0,0,0,0,,0,1,,0,0,, +greenda01,1903,1,CHA,AL,135,499,75,154,26,7,6,62,29,,47,58,,6,16,, +greenpa01,1903,1,NYA,AL,4,13,1,4,1,0,0,0,0,,0,4,,0,0,, +greenpa01,1903,2,DET,AL,1,3,0,0,0,0,0,0,0,,0,0,,0,0,, +gremmed01,1903,1,BSN,NL,140,511,57,135,24,9,5,56,12,,31,56,,5,8,, +greyre01,1903,1,PIT,NL,1,3,1,1,0,0,0,1,0,,1,0,,0,0,, +griffcl01,1903,1,NYA,AL,25,69,5,11,4,0,1,7,1,,11,13,,1,2,, +haberem01,1903,1,CIN,NL,5,13,1,1,0,0,0,0,0,,2,5,,0,1,, +hackeji01,1903,1,SLN,NL,99,351,24,80,13,8,0,36,2,,19,56,,2,2,, +hahnno01,1903,1,CIN,NL,34,112,11,18,4,1,0,12,1,,9,35,,1,4,, +hallmbi01,1903,1,PHI,NL,63,198,20,42,11,2,0,17,2,,16,15,,0,13,, +hallmbi02,1903,1,CHA,AL,63,207,29,43,7,4,0,18,11,,31,25,,3,2,, +hanlobi01,1903,1,CHN,NL,8,21,4,2,0,0,0,2,1,,6,6,,0,3,, +hardyal01,1903,1,CHN,NL,3,6,0,1,0,0,0,1,0,,1,1,,1,0,, +hardyja01,1903,1,CLE,AL,5,19,1,3,1,0,0,1,1,,1,6,,0,0,, +harledi01,1903,1,CHN,NL,104,386,72,89,9,1,0,33,27,,45,49,,11,15,, +harpeja01,1903,1,CIN,NL,19,56,7,14,2,2,0,9,1,,2,12,,0,0,, +hartsto01,1903,1,PHA,AL,98,373,65,116,19,14,5,26,13,,49,39,,0,6,, +hearnhu01,1903,1,BRO,NL,26,57,8,16,3,2,0,4,2,,3,8,,1,3,, +heidrem01,1903,1,SLA,AL,120,461,55,129,20,15,1,42,19,,19,52,,1,20,, +hemphch01,1903,1,SLA,AL,105,383,36,94,6,3,3,29,16,,23,51,,2,7,, +hendrja01,1903,1,WS1,AL,32,112,10,20,1,3,0,4,3,,13,13,,0,8,, +henlewe01,1903,1,PHA,AL,30,68,4,9,2,0,0,4,0,,1,30,,0,1,, +hickmch01,1903,1,CLE,AL,131,522,64,154,31,11,12,97,14,,17,61,,6,7,, +hilleed01,1903,1,PHA,AL,1,3,1,1,0,0,0,0,0,,1,0,,0,1,, +hillhu01,1903,1,SLA,AL,86,317,30,77,11,3,0,25,2,,8,28,,1,15,, +hillhu02,1903,1,CLE,AL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +hoffmda01,1903,1,PHA,AL,74,248,29,61,5,7,2,22,7,,6,33,,1,4,, +hofmaso01,1903,1,PIT,NL,3,2,1,0,0,0,0,0,0,,0,0,,0,0,, +holmedu01,1903,1,WS1,AL,21,71,13,16,3,1,1,8,10,,5,9,,1,2,, +holmedu01,1903,2,CHA,AL,86,344,53,96,7,5,0,18,25,,25,32,,4,17,, +holmefr01,1903,1,NYA,AL,1,0,0,0,0,0,0,0,0,,1,0,,0,0,, +hookebu01,1903,1,CIN,NL,2,1,0,0,0,0,0,0,0,,0,0,,0,0,, +houseed01,1903,1,BRO,NL,12,43,5,9,0,0,0,9,3,,2,6,,0,1,, +howelha01,1903,1,NYA,AL,40,106,14,23,3,2,1,12,1,,5,24,,1,3,, +huged01,1903,1,BRO,NL,1,0,0,0,0,0,0,0,0,,1,0,,0,0,, +hugheto01,1903,1,BOS,AL,33,93,14,26,4,2,1,13,1,,3,24,,1,4,, +hulswru01,1903,1,PHI,NL,138,519,56,128,22,9,1,58,10,,28,34,,2,11,, +hynespa01,1903,1,SLN,NL,1,3,0,0,0,0,0,0,0,,0,0,,0,0,, +iottha01,1903,1,CLE,AL,3,10,1,2,0,0,0,0,1,,2,3,,0,0,, +isbelfr01,1903,1,CHA,AL,138,546,52,132,25,9,2,59,26,,12,65,,6,22,, +jacklfr01,1903,1,BRO,NL,60,176,31,47,8,3,1,21,4,,33,32,,2,1,, +jennihu01,1903,1,BRO,NL,6,17,2,4,0,0,0,1,1,,1,1,,1,0,, +jonesal01,1903,1,DET,AL,2,4,1,0,0,0,0,0,0,,0,1,,0,0,, +jonesda01,1903,1,CHN,NL,130,497,64,140,18,3,1,62,15,,53,44,,1,8,, +jonesfi01,1903,1,CHA,AL,136,530,71,152,18,5,0,45,21,,47,45,,3,24,, +jonesos01,1903,1,BRO,NL,38,125,12,32,1,0,0,13,0,,2,16,,1,3,, +jordadu01,1903,1,BRO,NL,78,267,27,63,11,1,0,21,9,,19,50,,1,6,, +jordati01,1903,1,NYA,AL,2,8,2,1,0,0,0,0,0,,0,0,,0,0,, +jossad01,1903,1,CLE,AL,34,114,8,22,5,1,0,6,0,,1,36,,0,1,, +kahoemi01,1903,1,SLA,AL,77,244,26,46,7,5,0,23,1,,11,17,,1,6,, +kalahjo01,1903,1,PHA,AL,1,5,0,0,0,0,0,0,0,,0,0,,0,0,, +kaneha01,1903,1,DET,AL,3,7,0,1,0,0,0,1,0,,1,0,,0,0,, +keelewi01,1903,1,NYA,AL,132,512,95,160,14,7,0,32,24,,32,12,,13,27,, +keistbi01,1903,1,PHI,NL,100,400,53,128,27,7,3,63,11,,14,32,,6,9,, +kellejo01,1903,1,CIN,NL,105,383,85,121,22,4,3,45,18,,51,24,,4,7,, +kennebr01,1903,1,PIT,NL,23,58,7,21,4,3,0,10,0,,2,6,,0,2,, +kerwida01,1903,1,CIN,NL,2,6,1,4,1,0,0,1,0,,2,0,,1,0,, +killied01,1903,1,CLE,AL,10,28,3,5,1,0,0,4,0,,0,2,,0,0,, +kisinru01,1903,1,DET,AL,16,47,4,6,0,0,0,1,1,,1,12,,0,0,, +kitsofr01,1903,1,DET,AL,36,116,12,21,0,2,0,4,2,,2,31,,1,5,, +kittrma01,1903,1,BSN,NL,32,99,10,21,2,0,0,6,1,,11,4,,0,6,, +kittrma01,1903,2,WS1,AL,60,192,8,41,4,1,0,16,1,,10,16,,0,6,, +klingjo01,1903,1,CHN,NL,132,491,67,146,29,13,3,68,23,,22,38,,2,9,, +kruegot01,1903,1,PIT,NL,80,256,42,63,6,8,1,28,5,,21,18,,8,8,, +lachaca01,1903,1,BOS,AL,141,522,60,134,22,6,1,53,12,,28,56,,7,22,, +lajoina01,1903,1,CLE,AL,125,485,90,167,41,11,7,93,21,,24,26,,3,13,, +laudebi01,1903,1,NY1,NL,108,395,52,111,13,0,0,53,19,,14,34,,1,17,, +leachto01,1903,1,PIT,NL,127,507,97,151,16,17,7,87,22,,40,32,,2,12,, +leevesa01,1903,1,PIT,NL,36,115,11,19,0,1,0,12,0,,4,18,,0,4,, +leewa01,1903,1,WS1,AL,75,231,17,48,8,4,0,13,5,,18,38,,0,4,, +loberha01,1903,1,PIT,NL,5,13,1,1,1,0,0,0,1,,1,1,,0,1,, +longhe01,1903,1,NYA,AL,22,80,6,15,3,0,0,8,3,,2,14,,0,6,, +longhe01,1903,2,DET,AL,69,239,21,53,12,0,0,23,11,,10,21,,1,6,, +lovetjo01,1903,1,SLN,NL,3,3,0,1,0,0,0,0,0,,0,1,,0,0,, +lowebo01,1903,1,CHN,NL,32,105,14,28,5,3,0,15,5,,4,6,,4,3,, +lundgca01,1903,1,CHN,NL,27,61,6,7,0,0,0,3,1,,11,16,,0,3,, +lushbi01,1903,1,DET,AL,119,423,71,116,18,14,1,33,14,,70,53,,1,34,, +magooge01,1903,1,CIN,NL,42,139,6,30,6,0,0,9,2,,19,18,,1,5,, +magooge01,1903,2,CHA,AL,94,334,32,76,11,3,0,25,4,,30,43,,6,7,, +malarjo01,1903,1,BSN,NL,32,87,12,14,2,2,0,6,0,,7,33,,3,1,, +marshjo01,1903,1,PIT,NL,10,23,2,6,1,2,0,2,0,,0,5,,0,0,, +martijo01,1903,1,WS1,AL,35,119,11,27,4,5,0,7,2,,5,4,,0,3,, +martijo01,1903,2,SLA,AL,44,173,18,37,6,4,0,7,0,,6,22,,2,9,, +mathech01,1903,1,NY1,NL,45,124,13,28,3,0,1,20,1,,8,14,,1,16,, +mcallsp01,1903,1,DET,AL,78,265,31,69,8,2,0,22,5,,10,16,,4,5,, +mccarja01,1903,1,CLE,AL,108,415,47,110,20,8,0,43,15,,19,22,,1,21,, +mccarja01,1903,2,CHN,NL,24,101,11,28,5,0,0,14,8,,4,3,,0,2,, +mccaupa01,1903,1,NYA,AL,6,19,0,1,0,0,0,1,0,,0,3,,0,0,, +mccorba01,1903,1,SLA,AL,61,207,13,45,6,1,1,16,5,,18,33,,1,2,, +mccorba01,1903,2,WS1,AL,63,219,14,47,10,2,0,23,3,,10,36,,2,0,, +mccreto01,1903,1,BRO,NL,40,141,13,37,5,2,0,10,5,,20,12,,0,3,, +mccreto01,1903,2,BSN,NL,23,83,15,18,2,1,1,10,6,,9,10,,0,1,, +mccrewa01,1903,1,BRO,NL,56,213,40,69,5,0,0,20,10,,24,13,,2,3,, +mcfarch02,1903,1,SLN,NL,28,74,3,8,1,0,0,2,1,,7,21,,0,3,, +mcfared01,1903,1,CHA,AL,61,201,15,42,7,2,1,19,3,,14,12,,1,6,, +mcfarhe01,1903,1,NYA,AL,103,362,41,88,16,9,5,45,13,,46,52,,3,12,, +mcfetja01,1903,1,PHI,NL,14,34,4,6,2,1,0,8,0,,2,10,,0,3,, +mcganda01,1903,1,NY1,NL,129,482,75,130,21,6,3,50,36,,32,30,,12,30,, +mcgeeco01,1903,1,PHA,AL,5,6,0,0,0,0,0,1,0,,0,0,,0,0,, +mcginjo01,1903,1,NY1,NL,55,165,12,34,1,0,0,11,4,,4,21,,2,13,, +mcgrajo01,1903,1,NY1,NL,12,11,2,3,0,0,0,1,1,,1,0,,3,0,, +mcguide01,1903,1,DET,AL,72,248,15,62,12,1,0,21,3,,19,24,,1,1,, +mclauwa01,1903,1,PHI,NL,3,10,0,2,1,0,0,0,0,,0,0,,0,0,, +mcleala01,1903,1,CHN,NL,1,4,0,0,0,0,0,1,0,,1,0,,0,0,, +mcmanfr01,1903,1,BRO,NL,2,7,0,0,0,0,0,0,0,,0,1,,0,0,, +menefjo01,1903,1,CHN,NL,22,64,3,13,3,0,0,2,0,,3,10,,0,2,, +merrige01,1903,1,PIT,NL,9,27,4,4,0,1,0,3,1,,2,4,,1,1,, +mertesa01,1903,1,NY1,NL,138,517,100,145,32,14,7,104,45,,61,45,,3,11,, +millero01,1903,1,NY1,NL,15,31,1,5,2,0,0,4,0,,0,12,,0,0,, +miltola01,1903,1,SLN,NL,1,2,0,1,0,0,0,0,0,,0,0,,0,0,, +mitchfr01,1903,1,PHI,NL,29,95,11,19,4,0,0,10,0,,0,17,,0,2,, +mooreea01,1903,1,CLE,AL,29,87,4,8,0,0,0,6,0,,7,34,,0,5,, +moranch01,1903,1,WS1,AL,98,373,41,84,14,5,1,24,8,,33,29,,5,7,, +moranch02,1903,1,SLN,NL,4,14,2,6,0,0,0,1,1,,0,0,,0,0,, +moranpa01,1903,1,BSN,NL,109,389,40,102,25,5,7,54,8,,29,52,,11,7,, +morenle01,1903,1,PIT,NL,1,2,0,0,0,0,0,0,0,,0,0,,0,0,, +morgacy01,1903,1,SLA,AL,2,4,0,1,0,0,0,0,0,,0,2,,0,0,, +moriage02,1903,1,CHN,NL,1,5,1,0,0,0,0,0,0,,0,1,,0,0,, +morrija01,1903,1,CIN,NL,29,89,14,22,1,0,0,9,3,,14,11,,0,3,, +mullige01,1903,1,DET,AL,46,126,11,35,9,1,1,12,1,,2,17,,1,4,, +murphda02,1903,1,PHA,AL,133,513,66,140,31,11,1,60,17,,13,34,,3,12,, +murphed01,1903,1,SLN,NL,24,64,4,13,1,0,0,6,0,,1,9,,0,2,, +murphjo03,1903,1,DET,AL,5,22,1,4,1,0,0,1,0,,0,4,,0,1,, +nichoar01,1903,1,SLN,NL,36,120,13,23,2,0,0,9,9,,12,10,,3,2,, +nichosi01,1903,1,DET,AL,2,8,0,3,0,0,0,0,0,,0,1,,0,0,, +obrieja02,1903,1,BOS,AL,96,338,44,71,14,4,3,38,10,,21,37,,3,14,, +oconnja01,1903,1,NYA,AL,64,212,13,43,4,1,0,12,4,,8,21,,1,3,, +oneilja01,1903,1,SLN,NL,75,246,23,58,9,1,0,27,11,,13,44,,5,5,, +oneilmi01,1903,1,SLN,NL,41,110,12,25,2,2,0,6,3,,8,25,,4,0,, +orthal01,1903,1,WS1,AL,55,162,19,49,9,7,0,11,3,,4,13,,1,1,, +osteech01,1903,1,WS1,AL,10,40,4,8,0,2,0,4,0,,2,8,,1,0,, +owenfr01,1903,1,CHA,AL,26,57,3,7,0,0,0,3,0,,7,21,,0,2,, +paddedi01,1903,1,SLA,AL,29,94,7,19,3,0,0,6,5,,9,3,,5,1,, +parenfr01,1903,1,BOS,AL,139,560,83,170,31,17,4,80,24,,13,21,,6,13,, +patteca01,1903,1,WS1,AL,36,106,6,14,1,0,0,4,1,,3,35,,0,5,, +pattero01,1903,1,CHA,AL,34,105,6,11,1,1,0,2,0,,4,19,,1,3,, +pearsal01,1903,1,CLE,AL,4,12,1,1,0,0,0,0,0,,0,3,,1,0,, +peitzhe01,1903,1,CIN,NL,105,358,45,93,15,3,0,42,7,,37,22,,1,5,, +peltyba01,1903,1,SLA,AL,7,20,2,3,1,1,0,0,0,,0,1,,0,0,, +pfiesja01,1903,1,PIT,NL,3,6,0,0,0,0,0,0,0,,0,2,,0,0,, +phelped01,1903,1,PIT,NL,81,273,32,77,7,3,2,31,2,,17,35,,6,8,, +phillbi02,1903,1,CIN,NL,21,57,5,10,0,0,0,4,0,,5,7,,0,0,, +phillde01,1903,1,PIT,NL,37,124,20,26,4,2,0,16,0,,5,20,,1,0,, +piattwi01,1903,1,BSN,NL,27,71,7,16,0,0,0,8,0,,6,10,,2,2,, +pickeol01,1903,1,PHA,AL,137,512,93,144,18,6,1,36,40,,53,75,,4,25,, +pinnaed01,1903,1,PHA,AL,2,3,0,0,0,0,0,0,0,,0,1,,0,0,, +pittito01,1903,1,BSN,NL,44,128,9,14,0,0,1,4,0,,2,43,,1,3,, +planked01,1903,1,PHA,AL,45,134,18,25,5,1,1,8,2,,0,23,,2,2,, +pooleed01,1903,1,CIN,NL,25,70,7,17,1,0,0,7,0,,2,12,,0,3,, +poundbi01,1903,1,CLE,AL,1,2,0,1,0,0,0,0,0,,0,1,,1,0,, +poundbi01,1903,2,BRO,NL,1,3,1,2,0,0,0,1,0,,0,0,,0,0,, +powelja01,1903,1,SLA,AL,40,120,6,25,5,1,0,9,0,,4,17,,1,3,, +powerdo01,1903,1,PHA,AL,75,247,19,56,11,1,0,23,1,,5,35,,0,10,, +puttmam01,1903,1,NYA,AL,3,7,1,1,1,0,0,1,0,,0,1,,0,0,, +quicked01,1903,1,NYA,AL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +quinnta01,1903,1,PHA,AL,2,3,0,2,1,0,0,0,0,,0,0,,0,0,, +raubto01,1903,1,CHN,NL,36,84,6,19,3,2,0,7,3,,5,12,,1,2,, +reagari01,1903,1,CIN,NL,3,8,2,2,0,0,0,1,0,,1,3,,0,0,, +reidybi01,1903,1,SLA,AL,5,15,1,1,0,0,0,0,0,,0,5,,0,0,, +reidybi01,1903,2,BRO,NL,15,37,5,9,0,0,0,3,0,,2,10,,0,1,, +rhoadbo01,1903,1,SLN,NL,18,50,4,7,0,0,1,4,0,,0,14,,0,2,, +rhoadbo01,1903,2,CLE,AL,5,17,0,2,0,0,0,0,0,,0,5,,0,0,, +ritchcl01,1903,1,PIT,NL,138,506,66,145,28,10,0,59,15,,55,29,,3,12,, +rittele01,1903,1,BRO,NL,78,259,26,61,9,6,0,37,9,,19,30,,1,9,, +robinra01,1903,1,WS1,AL,103,373,41,79,10,8,1,20,16,,33,30,,2,3,, +rothfr01,1903,1,PHI,NL,68,220,27,60,11,4,0,22,3,,9,18,,1,1,, +rudoldu01,1903,1,PHI,NL,1,1,0,0,0,0,0,0,0,,0,1,,0,0,, +ryanja01,1903,1,SLN,NL,67,227,18,54,5,1,1,10,2,,10,11,,1,7,, +ryanji01,1903,1,WS1,AL,114,437,42,109,25,4,7,46,9,,17,29,,8,12,, +sandewa01,1903,1,SLN,NL,8,15,1,1,0,0,0,0,0,,0,7,,0,0,, +scanldo01,1903,1,PIT,NL,1,2,0,0,0,0,0,0,0,,1,1,,0,0,, +schmihe01,1903,1,BRO,NL,41,107,17,21,1,1,1,10,3,,13,20,,0,5,, +schreos01,1903,1,PHA,AL,92,306,26,78,13,4,3,30,0,,11,20,,2,2,, +sebriji01,1903,1,PIT,NL,124,506,71,140,16,13,4,64,20,,32,45,,4,4,, +selbaki01,1903,1,WS1,AL,140,533,68,134,23,12,3,49,20,,41,38,,0,12,, +seyboso01,1903,1,PHA,AL,137,522,76,156,45,8,8,84,5,,38,43,,6,3,, +seymocy01,1903,1,CIN,NL,135,558,85,191,25,15,7,72,25,,33,32,,3,13,, +shannow01,1903,1,SLA,AL,9,28,1,6,2,0,0,3,0,,1,5,,0,0,, +sheckji01,1903,1,BRO,NL,139,515,99,171,29,9,9,75,67,,75,48,,6,20,, +sieveed01,1903,1,SLA,AL,31,93,6,13,1,0,0,1,0,,3,27,,0,2,, +skopejo01,1903,1,DET,AL,6,13,0,2,0,0,0,1,0,,1,3,,0,2,, +slaglji01,1903,1,CHN,NL,139,543,104,162,20,6,0,44,33,,81,36,,4,15,, +slattja01,1903,1,CLE,AL,4,11,1,0,0,0,0,0,0,,0,2,,0,0,, +slattja01,1903,2,CHA,AL,63,211,8,46,3,2,0,20,2,,2,18,,2,2,, +smithal01,1903,1,BOS,AL,11,33,4,10,1,0,0,4,0,,0,4,,0,0,, +smithha03,1903,1,PIT,NL,61,212,15,37,3,2,0,19,2,,12,26,,1,9,, +smithhe01,1903,1,DET,AL,93,336,36,75,11,3,1,22,12,,19,47,,3,17,, +smootho01,1903,1,SLN,NL,129,500,67,148,22,8,4,49,17,,32,50,,3,18,, +sparktu01,1903,1,PHI,NL,28,92,7,10,2,0,0,5,0,,5,26,,0,3,, +stahlch01,1903,1,BOS,AL,77,299,60,82,12,6,2,44,10,,28,28,,1,4,, +stahlja01,1903,1,BOS,AL,40,92,14,22,3,5,2,8,1,,4,24,,2,0,, +stanljo02,1903,1,BSN,NL,86,308,40,77,12,5,1,47,10,,18,48,,7,4,, +steinha01,1903,1,CIN,NL,118,439,71,137,32,12,6,83,13,,47,37,,6,6,, +stonege01,1903,1,BOS,AL,2,2,0,0,0,0,0,0,0,,0,2,,0,0,, +stovaje01,1903,1,CLE,AL,6,22,0,1,0,0,0,1,1,,1,8,,0,0,, +stransa01,1903,1,BRO,NL,135,508,101,138,21,5,0,38,46,,75,49,,10,8,, +sudhowi01,1903,1,SLA,AL,41,110,12,20,1,2,0,6,1,,3,21,,0,3,, +sugdejo01,1903,1,SLA,AL,79,241,18,51,4,0,0,22,4,,25,20,,1,12,, +sullibi03,1903,1,CHA,AL,32,111,10,21,4,0,1,7,3,,5,13,,0,2,, +sutthja01,1903,1,CIN,NL,30,84,11,12,3,2,0,7,1,,2,26,,0,2,, +swandpi01,1903,1,SLA,AL,14,51,9,14,2,2,0,6,0,,10,2,,2,0,, +tanneje01,1903,1,NYA,AL,40,111,18,26,6,2,1,13,1,,8,22,,1,1,, +tannele01,1903,1,CHA,AL,138,503,48,113,14,3,2,50,10,,25,52,,1,18,, +taylodu01,1903,1,NY1,NL,33,82,7,12,0,0,0,5,0,,10,19,,0,6,, +tayloed01,1903,1,SLN,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +tayloja02,1903,1,CHN,NL,40,126,13,28,3,4,0,17,3,,6,13,,1,3,, +tennefr02,1903,1,BSN,NL,122,447,79,140,22,3,3,41,21,,70,30,,8,16,, +terryjo01,1903,1,SLA,AL,3,9,0,0,0,0,0,0,0,,0,2,,0,0,, +thatcgr01,1903,1,BRO,NL,4,11,1,2,1,0,0,2,0,,1,3,,0,0,, +thielhe01,1903,1,BRO,NL,9,23,3,5,1,0,1,2,0,,5,5,,0,0,, +thomaro01,1903,1,PHI,NL,130,477,88,156,11,2,1,27,17,,107,46,,3,20,, +thompgu01,1903,1,PIT,NL,5,16,0,4,0,0,0,3,0,,0,0,,1,0,, +thoneja01,1903,1,CLE,AL,32,122,10,25,3,0,1,9,7,,2,31,,0,0,, +tinkejo01,1903,1,CHN,NL,124,460,67,134,21,7,2,70,27,,37,57,,1,13,, +titusjo01,1903,1,PHI,NL,72,280,38,80,15,6,2,34,5,,19,30,,4,10,, +townsha01,1903,1,WS1,AL,20,44,1,2,0,0,0,1,0,,3,12,,0,0,, +urylo01,1903,1,SLN,NL,2,7,0,1,0,0,0,0,0,,0,1,,0,0,, +vanhage01,1903,1,NY1,NL,84,280,42,72,6,1,0,28,14,,28,17,,1,7,, +veilbu01,1903,1,PIT,NL,12,29,2,6,1,0,0,1,0,,0,4,,0,0,, +vickeru01,1903,1,BRO,NL,5,10,0,1,0,0,0,3,0,,0,2,,0,0,, +wadderu01,1903,1,PHA,AL,39,115,4,14,2,0,0,6,0,,3,36,,1,5,, +wagneho01,1903,1,PIT,NL,129,512,97,182,30,19,5,101,46,,44,17,,7,8,, +walkeed01,1903,1,CLE,AL,3,3,0,0,0,0,0,0,0,,1,1,,0,0,, +wallabo01,1903,1,SLA,AL,135,511,63,136,21,7,1,54,10,,28,42,,4,9,, +walshjo02,1903,1,PHI,NL,1,3,0,0,0,0,0,0,0,,0,1,,0,1,, +warnejo01,1903,1,NY1,NL,89,285,38,81,8,5,0,34,5,,7,23,,9,8,, +washbli01,1903,1,PHI,NL,8,18,1,3,0,0,0,1,0,,1,3,,0,0,, +weavear01,1903,1,SLN,NL,16,49,4,12,0,0,0,5,1,,4,11,,0,1,, +weavear01,1903,2,PIT,NL,16,48,8,11,0,1,0,3,0,,2,7,,0,0,, +weimeja01,1903,1,CHN,NL,35,107,10,21,4,0,0,6,0,,9,30,,1,1,, +whitedo01,1903,1,CHA,AL,38,99,10,20,3,0,0,5,1,,19,22,,0,2,, +wickebo01,1903,1,SLN,NL,1,2,1,0,0,0,0,0,0,,0,0,,0,0,, +wickebo01,1903,2,CHN,NL,32,98,18,24,5,2,0,8,1,,4,10,,3,1,, +wiggsji01,1903,1,CIN,NL,2,1,0,0,0,0,0,0,0,,0,0,,0,0,, +wilheka01,1903,1,PIT,NL,13,34,2,3,0,0,0,0,0,,2,6,,1,0,, +williji01,1903,1,NYA,AL,132,502,60,134,30,12,3,82,9,,39,54,,5,8,, +williot01,1903,1,SLN,NL,53,187,10,38,4,2,0,9,6,,9,27,,0,5,, +williot01,1903,2,CHN,NL,38,130,14,29,5,0,0,13,8,,4,22,,0,2,, +willipo01,1903,1,CHN,NL,2,2,0,0,0,0,0,0,0,,0,0,,1,0,, +willipo01,1903,2,PHI,NL,2,7,0,2,0,0,0,2,0,,0,0,,0,0,, +willipo01,1903,3,BSN,NL,14,42,4,10,0,0,0,3,0,,0,1,,0,1,, +willivi01,1903,1,BSN,NL,39,128,9,24,3,0,0,8,0,,5,22,,0,2,, +wilsohi01,1903,1,WS1,AL,31,85,8,17,3,3,0,2,1,,5,11,,1,2,, +wiltssn01,1903,1,NYA,AL,4,9,0,2,1,0,0,0,0,,0,1,,0,0,, +winhala01,1903,1,PIT,NL,5,14,0,1,0,0,0,1,0,,0,6,,0,0,, +wintege01,1903,1,BOS,AL,24,66,7,7,2,0,0,1,0,,1,25,,0,2,, +wolfeba01,1903,1,NYA,AL,20,53,4,4,1,0,0,1,0,,2,21,,0,1,, +wolveha01,1903,1,PHI,NL,123,494,72,152,13,12,0,53,10,,18,15,,8,23,, +woodha01,1903,1,CIN,NL,2,3,0,0,0,0,0,0,0,,1,1,,0,0,, +wrighge02,1903,1,CLE,AL,15,43,8,9,2,3,0,3,0,,0,13,,1,1,, +wrighge02,1903,2,SLA,AL,8,21,1,3,0,0,0,1,0,,1,11,,0,0,, +yeagejo01,1903,1,DET,AL,109,402,36,103,15,6,0,43,9,,18,25,,9,9,, +yerkest01,1903,1,SLN,NL,1,2,0,0,0,0,0,0,0,,0,1,,0,0,, +youngcy01,1903,1,BOS,AL,41,137,21,44,6,3,1,14,2,,4,20,,0,5,, +zalusja01,1903,1,NYA,AL,7,16,2,5,0,0,0,1,0,,1,5,,0,0,, +zimmech01,1903,1,PHI,NL,37,118,9,26,3,1,1,19,3,,9,14,,3,3,, +abbated01,1904,1,BSN,NL,154,579,76,148,18,10,3,54,24,,40,55,,5,13,, +abbotfr01,1904,1,CLE,AL,41,130,14,22,4,2,0,12,2,,6,27,,0,5,, +altroni01,1904,1,CHA,AL,41,111,13,22,1,0,1,8,0,,4,22,,2,6,, +amesre01,1904,1,NY1,NL,16,40,3,5,1,0,0,3,0,,3,15,,0,0,, +anderjo01,1904,1,NYA,AL,143,558,62,155,27,12,3,82,20,,23,37,,6,11,, +applefr01,1904,1,PHA,AL,3,7,0,2,0,0,0,1,0,,0,3,,0,1,, +archeji01,1904,1,PIT,NL,7,20,1,3,0,0,0,1,0,,0,4,,0,0,, +babbch01,1904,1,BRO,NL,151,521,49,138,18,3,0,53,34,,53,72,,11,10,, +baderar01,1904,1,SLA,AL,2,3,0,0,0,0,0,0,0,,1,1,,0,0,, +barclge01,1904,1,SLN,NL,103,375,41,75,7,4,1,28,14,,12,32,,6,11,, +barclge01,1904,2,BSN,NL,24,93,5,21,3,1,0,10,3,,2,10,,2,2,, +barreji01,1904,1,DET,AL,162,624,83,167,10,5,0,31,15,,79,91,,3,8,, +barrysh01,1904,1,PHI,NL,35,122,15,25,2,0,0,3,2,,11,9,,2,3,, +barrysh01,1904,2,CHN,NL,73,263,29,69,7,2,1,26,12,,17,16,,1,9,, +barryto01,1904,1,PHI,NL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +barthjo01,1904,1,PHA,AL,4,3,0,1,0,1,0,2,0,,0,0,,0,0,, +batchem01,1904,1,BRO,NL,28,94,9,24,1,2,2,7,6,,1,9,,1,2,, +bayha01,1904,1,CLE,AL,132,506,69,122,12,9,3,36,38,,43,79,,5,9,, +beaumgi01,1904,1,PIT,NL,153,615,97,185,12,12,3,54,28,,34,22,,1,23,, +becklja01,1904,1,SLN,NL,142,551,72,179,22,9,1,67,17,,35,31,,9,15,, +bemisha01,1904,1,CLE,AL,97,336,35,76,11,6,0,25,6,,8,46,,7,11,, +bendech01,1904,1,PHA,AL,31,79,8,18,3,2,0,5,3,,5,12,,1,2,, +bergebi01,1904,1,BRO,NL,96,329,17,60,4,2,0,12,3,,9,49,,0,9,, +bernhbi01,1904,1,CLE,AL,38,124,5,22,4,1,0,13,1,,4,39,,1,3,, +berrycl01,1904,1,CHA,AL,3,1,1,0,0,0,0,0,0,,1,0,,0,0,, +bevilmo01,1904,1,NYA,AL,9,22,2,6,2,0,0,2,0,,2,1,,0,0,, +bevilmo01,1904,2,DET,AL,54,174,14,36,5,1,0,13,2,,8,23,,2,7,, +blissel01,1904,1,NYA,AL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +bowerfr01,1904,1,NY1,NL,93,289,38,67,11,4,2,27,7,,16,20,,7,7,, +brackjo01,1904,1,PHI,NL,7,13,0,2,0,0,0,1,1,,1,3,,0,0,, +bradlbi01,1904,1,CLE,AL,154,609,94,183,32,8,6,83,23,,26,76,,5,27,, +brainda01,1904,1,SLN,NL,127,488,57,130,24,12,7,72,18,,17,48,,0,9,, +branski01,1904,1,PIT,NL,139,520,47,116,17,9,0,60,11,,22,52,,3,19,, +bresnro01,1904,1,NY1,NL,109,402,81,114,22,7,5,33,13,,58,40,,5,3,, +briggbu01,1904,1,CHN,NL,34,94,6,16,1,0,1,4,0,,5,26,,0,2,, +broutda01,1904,1,NY1,NL,2,5,0,0,0,0,0,0,0,,0,0,,0,0,, +brownge01,1904,1,NY1,NL,150,596,99,169,16,5,4,39,24,,39,50,,4,22,, +brownmo01,1904,1,CHN,NL,31,89,8,19,3,1,0,8,0,,2,19,,0,1,, +brucelo01,1904,1,PHA,AL,30,101,9,27,3,0,0,8,2,,5,7,,0,6,, +buelofr01,1904,1,DET,AL,42,136,6,15,1,1,0,5,2,,8,24,,0,6,, +buelofr01,1904,2,CLE,AL,42,119,11,21,4,1,0,5,2,,11,23,,1,6,, +burkeje01,1904,1,SLA,AL,147,575,72,156,15,10,2,27,12,,78,64,,5,3,, +burkeji01,1904,1,SLN,NL,118,406,37,92,10,3,0,37,17,,15,17,,10,17,, +burnsja01,1904,1,DET,AL,4,16,3,2,0,0,0,1,1,,1,1,,0,0,, +butlejo01,1904,1,SLN,NL,12,37,0,6,1,0,0,1,0,,4,5,,1,0,, +byersbi01,1904,1,SLN,NL,19,60,3,13,0,0,0,4,0,,1,2,,0,1,, +caldwra01,1904,1,PHI,NL,6,18,1,8,0,0,0,2,0,,1,2,,0,0,, +callani01,1904,1,CHA,AL,132,482,66,126,23,2,0,54,29,,39,50,,1,33,, +camniho01,1904,1,PIT,NL,10,16,1,1,0,0,0,1,0,,1,6,,0,0,, +canneri01,1904,1,BSN,NL,100,346,32,81,5,1,0,18,10,,23,39,,2,7,, +carisfr01,1904,1,PIT,NL,37,125,9,31,3,1,0,8,3,,9,8,,0,1,, +carnebi01,1904,1,CHN,NL,2,7,0,0,0,0,0,0,0,,1,4,,0,0,, +carnepa01,1904,1,BSN,NL,78,279,24,57,5,2,0,11,6,,12,33,,1,8,, +carrch01,1904,1,DET,AL,92,360,29,77,13,3,0,40,6,,14,36,,1,19,, +carrch01,1904,2,CLE,AL,32,120,9,27,5,1,0,7,0,,4,16,,0,3,, +casech01,1904,1,PIT,NL,18,53,3,9,0,1,0,4,0,,5,19,,2,0,, +caseydo01,1904,1,CHN,NL,136,548,71,147,20,4,1,43,21,,18,28,,7,20,, +cassaha01,1904,1,PIT,NL,12,44,8,9,0,0,0,3,2,,2,9,,0,0,, +cassijo02,1904,1,WS1,AL,152,581,63,140,12,19,1,33,17,,15,73,,4,16,, +chancfr01,1904,1,CHN,NL,124,451,89,140,16,10,6,49,42,,36,21,,16,11,, +chesbja01,1904,1,NYA,AL,56,174,17,41,9,3,1,17,1,,4,43,,0,3,, +clarkbo02,1904,1,WS1,AL,85,275,23,58,8,1,0,17,5,,17,21,,5,4,, +clarkfr01,1904,1,PIT,NL,72,278,51,85,7,11,0,25,11,,22,25,,5,8,, +clarkwa01,1904,1,NYA,AL,13,26,3,7,0,2,0,3,0,,1,3,,0,0,, +coaklan01,1904,1,PHA,AL,8,23,0,2,0,0,0,1,0,,0,11,,0,1,, +colliji01,1904,1,BOS,AL,156,631,85,171,33,13,3,67,19,,27,35,,5,13,, +collior01,1904,1,NYA,AL,5,17,3,6,1,1,0,1,0,,1,6,,0,0,, +conrowi01,1904,1,NYA,AL,140,489,58,119,18,12,1,52,30,,43,57,,7,17,, +cooledu01,1904,1,BSN,NL,122,467,41,127,18,7,5,70,14,,24,34,,3,0,, +corbejo01,1904,1,SLN,NL,14,43,4,9,4,0,0,6,0,,2,8,,0,0,, +corcoto01,1904,1,CIN,NL,150,578,55,133,17,9,2,74,19,,19,46,,2,14,, +corrifr01,1904,1,CHN,NL,19,58,3,13,1,0,0,1,0,,1,10,,0,1,, +corrifr01,1904,2,PHI,NL,12,35,4,6,1,0,0,3,0,,1,9,,1,0,, +coughbi01,1904,1,WS1,AL,65,265,28,73,15,4,0,17,10,,9,27,,3,12,, +coughbi01,1904,2,DET,AL,56,206,22,47,6,0,0,17,1,,5,26,,3,0,, +crawfsa01,1904,1,DET,AL,150,562,49,143,22,16,2,73,20,,44,58,,0,11,, +crigelo01,1904,1,BOS,AL,98,299,34,63,10,5,2,34,1,,27,27,,3,8,, +cronija01,1904,1,BRO,NL,40,108,5,17,2,0,0,8,0,,4,23,,0,3,, +crossla01,1904,1,PHA,AL,155,607,73,176,31,10,1,71,10,,13,9,,5,14,, +crossmo01,1904,1,PHA,AL,153,503,33,95,23,4,1,38,19,,46,69,,7,17,, +dahlebi01,1904,1,NY1,NL,145,523,70,140,26,2,2,80,47,,44,47,,1,11,, +davisge01,1904,1,CHA,AL,152,563,75,142,27,15,1,69,32,,43,61,,5,15,, +davisha01,1904,1,PHA,AL,102,404,54,125,21,11,10,62,12,,23,46,,2,6,, +delahji01,1904,1,BSN,NL,142,499,56,142,27,8,3,60,16,,27,38,,9,6,, +demonge01,1904,1,SLA,AL,4,9,0,1,0,0,0,0,0,,2,0,,0,0,, +devliar01,1904,1,NY1,NL,130,474,81,133,16,8,1,66,33,,62,48,,6,20,, +diehler01,1904,1,PIT,NL,12,37,6,6,0,0,0,4,3,,6,5,,2,0,, +dillopo01,1904,1,BRO,NL,135,511,60,132,18,6,0,31,13,,40,32,,1,9,, +dinnebi01,1904,1,BOS,AL,37,120,9,25,0,1,0,9,5,,3,22,,2,4,, +dobbsjo01,1904,1,BRO,NL,101,363,36,90,16,2,0,30,11,,28,22,,1,11,, +dolanco01,1904,1,CIN,NL,129,465,88,132,8,10,6,51,19,,39,44,,2,16,, +donahji02,1904,1,CHA,AL,102,367,46,91,9,7,1,48,18,,25,26,,1,13,, +donahre01,1904,1,CLE,AL,35,101,11,17,4,0,0,8,2,,5,28,,0,5,, +donahsh01,1904,1,SLN,NL,4,15,1,4,0,0,0,2,3,,0,0,,0,0,, +donahsh01,1904,2,PHI,NL,58,200,21,43,4,0,0,14,7,,3,19,,0,2,, +donlimi01,1904,1,CIN,NL,60,236,42,84,11,7,1,38,21,,18,21,,2,6,, +donlimi01,1904,2,NY1,NL,42,132,17,37,7,3,2,14,1,,10,9,,2,1,, +donovbi01,1904,1,DET,AL,46,140,12,38,2,1,1,6,2,,3,41,,0,5,, +donovmi01,1904,1,CLE,AL,2,2,0,0,0,0,0,0,0,,0,1,,0,0,, +donovpa01,1904,1,WS1,AL,125,436,30,100,6,0,0,19,17,,24,40,,1,18,, +dooinre01,1904,1,PHI,NL,108,355,41,86,11,4,6,36,15,,8,25,,1,3,, +doranto01,1904,1,BOS,AL,12,32,1,4,0,1,0,0,1,,4,5,,1,1,, +doschja01,1904,1,BRO,NL,2,2,0,1,0,0,0,0,0,,0,1,,0,0,, +doughpa01,1904,1,BOS,AL,49,195,33,53,5,4,0,4,10,,25,20,,0,3,, +doughpa01,1904,2,NYA,AL,106,452,80,128,13,10,6,22,11,,19,44,,3,4,, +doughto01,1904,1,CHA,AL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +douglkl01,1904,1,PHI,NL,3,10,1,3,0,0,0,1,0,,0,1,,1,0,, +doyleja01,1904,1,BRO,NL,8,22,2,5,1,0,0,2,1,,6,1,,1,0,, +doyleja01,1904,2,PHI,NL,66,236,20,52,10,3,1,22,4,,19,18,,1,3,, +drillle01,1904,1,WS1,AL,46,142,17,38,7,2,1,11,3,,21,29,,6,1,, +drillle01,1904,2,DET,AL,51,160,7,39,6,1,0,13,2,,20,25,,2,3,, +duffyhu01,1904,1,PHI,NL,18,46,10,13,1,1,0,5,3,,13,1,,0,0,, +dugglbi01,1904,1,PHI,NL,32,82,7,14,3,0,2,9,0,,1,25,,0,2,, +dundogu01,1904,1,CHA,AL,108,373,40,85,9,3,0,36,19,,30,33,,4,8,, +dunklda01,1904,1,WS1,AL,13,28,1,4,0,0,0,1,0,,0,7,,0,0,, +dunleja01,1904,1,SLN,NL,51,172,23,40,7,3,1,14,8,,16,25,,2,1,, +dunnja01,1904,1,NY1,NL,64,181,27,56,12,2,1,19,11,,11,15,,2,5,, +durhabu01,1904,1,BRO,NL,2,4,0,1,0,0,0,0,0,,0,1,,0,0,, +elberki01,1904,1,NYA,AL,122,445,55,117,13,5,2,46,18,,37,20,,13,16,, +elliocl01,1904,1,CIN,NL,9,24,3,5,0,1,1,2,0,,0,6,,0,0,, +elliocl01,1904,2,NY1,NL,3,5,1,1,0,0,0,0,0,,1,2,,0,0,, +eversjo01,1904,1,CHN,NL,152,532,49,141,14,7,0,47,26,,28,22,,4,23,, +ewingbo01,1904,1,CIN,NL,30,97,9,25,6,1,1,6,2,,5,14,,1,0,, +fairbji01,1904,1,PHA,AL,3,6,0,0,0,0,0,0,0,,0,1,,0,0,, +farredu01,1904,1,BOS,AL,68,198,11,42,9,2,0,15,1,,15,28,,4,6,, +farrejo02,1904,1,SLN,NL,131,509,72,130,23,3,0,20,16,,46,48,,2,5,, +ferriho01,1904,1,BOS,AL,156,563,50,120,23,10,3,63,7,,23,65,,1,15,, +ferrycy01,1904,1,DET,AL,3,6,2,2,1,0,0,2,0,,0,1,,0,0,, +fisheto01,1904,1,BSN,NL,39,99,8,21,1,0,2,8,0,,7,22,,0,0,, +flahepa02,1904,1,CHA,AL,5,12,1,4,1,0,0,0,0,,4,2,,0,0,, +flahepa02,1904,2,PIT,NL,36,104,9,22,3,4,2,19,0,,8,17,,0,4,, +flemito01,1904,1,PHI,NL,3,6,0,0,0,0,0,0,0,,0,3,,0,0,, +flickel01,1904,1,CLE,AL,150,579,97,177,31,17,6,56,38,,51,68,,9,20,, +frasech01,1904,1,PHI,NL,44,110,5,17,3,1,0,13,0,,7,33,,1,5,, +freembu01,1904,1,BOS,AL,157,597,64,167,20,19,7,84,7,,32,90,,12,11,, +fultzda01,1904,1,NYA,AL,97,339,39,93,17,4,2,32,17,,24,29,,1,18,, +ganzejo01,1904,1,NYA,AL,130,465,50,121,16,10,6,48,13,,24,41,,9,4,, +garvine01,1904,1,BRO,NL,23,63,0,8,0,0,0,1,0,,1,16,,0,3,, +garvine01,1904,2,NYA,AL,2,4,0,0,0,0,0,0,0,,0,0,,0,0,, +geierph01,1904,1,BSN,NL,149,580,70,141,17,2,1,27,18,,56,52,,4,7,, +gessldo01,1904,1,BRO,NL,104,341,41,99,18,4,2,28,13,,30,44,,4,6,, +gibsono01,1904,1,BOS,AL,33,92,5,6,0,0,0,2,0,,11,48,,0,5,, +gilbebi02,1904,1,NY1,NL,146,478,57,121,13,3,1,54,33,,46,32,,17,16,, +gilbeja01,1904,1,PIT,NL,25,87,13,21,0,0,0,3,3,,12,2,,3,0,, +gladefr01,1904,1,SLA,AL,35,102,6,19,4,1,0,8,0,,6,31,,1,3,, +gleasha01,1904,1,SLA,AL,46,155,10,33,7,1,0,6,1,,4,13,,3,4,, +gleaski01,1904,1,PHI,NL,153,587,61,161,23,6,0,42,17,,37,36,,2,35,, +gradymi01,1904,1,SLN,NL,101,323,44,101,15,11,5,43,6,,31,43,,2,7,, +greenda01,1904,1,CHA,AL,147,536,83,142,16,10,2,62,28,,63,77,,9,14,, +gremmed01,1904,1,DET,AL,83,309,18,66,13,3,1,28,3,,14,31,,4,10,, +griffcl01,1904,1,NYA,AL,16,42,2,6,2,0,0,1,0,,4,13,,0,1,, +grother01,1904,1,CHN,NL,3,6,0,0,0,0,0,0,0,,0,1,,0,0,, +hahnno01,1904,1,CIN,NL,35,99,7,17,2,1,0,3,1,,12,31,,1,3,, +hallbo01,1904,1,PHI,NL,46,163,11,26,4,0,0,17,5,,14,36,,0,3,, +harpeja01,1904,1,CIN,NL,35,113,14,18,4,2,0,11,3,,3,28,,0,3,, +hartsto01,1904,1,PHA,AL,147,534,79,135,17,12,2,25,19,,75,83,,2,13,, +heidrem01,1904,1,SLA,AL,133,538,66,147,14,10,1,36,35,,16,44,,0,24,, +hemphch01,1904,1,SLA,AL,114,438,47,112,13,2,2,45,23,,35,60,,0,10,, +henlewe01,1904,1,PHA,AL,36,108,9,24,5,0,0,7,1,,5,28,,0,3,, +herrile01,1904,1,WS1,AL,15,46,3,8,1,0,0,2,0,,7,16,,0,2,, +hessot01,1904,1,CLE,AL,34,100,4,12,2,1,0,5,0,,3,27,,0,1,, +heydomi01,1904,1,CHA,AL,4,10,0,1,1,0,0,1,0,,1,5,,1,0,, +hickeja01,1904,1,CLE,AL,2,5,0,0,0,0,0,0,0,,0,2,,0,0,, +hickmch01,1904,1,CLE,AL,86,337,34,97,22,10,4,45,9,,13,30,,2,9,, +hickmch01,1904,2,DET,AL,42,144,18,35,6,6,2,22,3,,11,14,,0,4,, +hillhu01,1904,1,SLA,AL,58,219,19,47,3,0,0,14,4,,6,15,,3,20,, +hillhu01,1904,2,WS1,AL,77,290,18,57,6,1,0,17,10,,11,27,,1,4,, +hillhu02,1904,1,SLN,NL,23,93,13,21,2,1,3,4,3,,2,20,,0,2,, +hoffmda01,1904,1,PHA,AL,53,204,31,61,7,5,3,24,9,,5,34,,4,5,, +hoffmiz01,1904,1,WS1,AL,10,30,1,3,1,0,0,1,0,,2,4,,0,1,, +hofmaso01,1904,1,CHN,NL,7,26,7,7,0,0,1,4,2,,1,1,,0,0,, +holmedu01,1904,1,CHA,AL,68,251,42,78,11,9,1,19,13,,14,21,,3,9,, +holmefr01,1904,1,CHN,NL,1,3,1,1,1,0,0,0,0,,0,1,,0,0,, +howelha01,1904,1,SLA,AL,36,113,9,25,5,2,1,6,0,,4,33,,2,4,, +huelsfr01,1904,1,CHA,AL,3,6,0,1,1,0,0,0,0,,0,1,,0,0,, +huelsfr01,1904,2,DET,AL,4,18,1,6,1,0,0,4,1,,1,2,,0,0,, +huelsfr01,1904,3,CHA,AL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +huelsfr01,1904,4,SLA,AL,20,68,6,15,2,1,0,1,0,,6,13,,2,1,, +huelsfr01,1904,5,WS1,AL,84,303,21,75,19,4,2,30,6,,24,72,,5,3,, +huggimi01,1904,1,CIN,NL,140,491,96,129,12,7,2,30,13,,88,43,,2,15,, +hugheto01,1904,1,NYA,AL,22,54,7,13,2,1,0,2,1,,1,20,,0,2,, +hugheto01,1904,2,WS1,AL,18,57,5,13,3,2,1,10,0,,2,14,,0,2,, +hulswru01,1904,1,PHI,NL,113,406,36,99,11,4,1,36,8,,16,37,,2,12,, +hynespa01,1904,1,SLA,AL,66,254,23,60,7,3,0,15,3,,3,42,,1,6,, +isbelfr01,1904,1,CHA,AL,96,314,27,66,10,3,1,34,19,,16,37,,3,18,, +jacklfr01,1904,1,BRO,NL,26,77,8,18,3,1,0,8,7,,7,16,,3,1,, +jacobbe01,1904,1,WS1,AL,33,88,5,8,2,0,0,2,1,,5,43,,1,1,, +jaegech01,1904,1,DET,AL,8,17,0,1,0,0,0,0,0,,1,10,,0,0,, +jonesch03,1904,1,CHA,AL,5,17,2,4,0,1,0,1,0,,1,2,,0,1,, +jonesda01,1904,1,CHN,NL,98,336,44,82,11,5,3,39,14,,41,22,,2,4,, +jonesfi01,1904,1,CHA,AL,149,547,72,133,14,5,3,42,25,,53,42,,5,36,, +jonesos01,1904,1,BRO,NL,46,137,10,24,0,1,0,0,4,,8,20,,1,4,, +jonesto01,1904,1,SLA,AL,156,625,53,152,15,10,2,68,16,,15,41,,8,14,, +jordadu01,1904,1,BRO,NL,87,252,21,45,10,2,0,19,7,,13,51,,2,17,, +jossad01,1904,1,CLE,AL,28,76,3,10,0,1,0,3,0,,1,29,,0,3,, +kahoemi01,1904,1,SLA,AL,72,236,9,51,6,1,0,12,4,,8,12,,0,8,, +keelewi01,1904,1,NYA,AL,143,543,78,186,14,8,2,40,21,,35,12,,7,27,, +kellejo01,1904,1,CIN,NL,123,449,75,126,21,13,0,63,15,,49,25,,6,15,, +kelluwi01,1904,1,CIN,NL,36,82,13,13,3,2,0,8,2,,11,15,,3,3,, +killied01,1904,1,DET,AL,40,126,8,18,4,2,0,6,1,,5,28,,0,2,, +kitsofr01,1904,1,DET,AL,27,72,9,15,0,0,1,4,0,,1,21,,2,1,, +kittrma01,1904,1,WS1,AL,81,265,11,64,7,0,0,24,2,,8,7,,1,9,, +kleinre01,1904,1,NYA,AL,68,209,12,43,8,4,0,16,4,,15,37,,0,6,, +klingjo01,1904,1,CHN,NL,123,452,41,110,18,0,2,46,7,,16,26,,1,14,, +koukajo01,1904,1,BRO,NL,1,3,0,0,0,0,0,0,0,,0,2,,0,0,, +kruegot01,1904,1,PIT,NL,86,268,34,52,6,2,1,26,8,,29,32,,4,9,, +lachaca01,1904,1,BOS,AL,157,573,55,130,19,5,1,47,7,,23,51,,7,23,, +lajoina01,1904,1,CLE,AL,140,553,92,208,49,15,5,102,29,,27,19,,8,6,, +lautebi01,1904,1,BSN,NL,20,69,7,19,2,0,0,2,1,,1,8,,0,1,, +leachto01,1904,1,PIT,NL,146,579,92,149,15,12,2,56,23,,45,47,,5,4,, +leevesa01,1904,1,PIT,NL,34,99,12,26,2,2,1,14,0,,4,10,,2,2,, +leewa01,1904,1,PIT,NL,8,12,1,4,0,1,0,0,0,,0,0,,0,0,, +longhe01,1904,1,PHI,NL,1,4,0,1,0,0,0,0,0,,0,0,,0,0,, +loudech01,1904,1,BRO,NL,1,2,0,0,0,0,0,0,0,,0,2,,0,0,, +lowebo01,1904,1,PIT,NL,1,1,0,0,0,0,0,0,0,,0,1,,0,0,, +lowebo01,1904,2,DET,AL,140,506,47,105,14,6,0,40,15,,17,43,,2,15,, +lumleha01,1904,1,BRO,NL,150,577,79,161,23,18,9,78,30,,41,106,,4,11,, +lundgca01,1904,1,CHN,NL,31,90,7,20,3,2,0,8,1,,5,25,,0,2,, +lushbi01,1904,1,CLE,AL,138,477,76,123,13,8,1,50,12,,72,63,,3,25,, +lushjo01,1904,1,PHI,NL,106,369,39,102,22,3,2,42,12,,27,46,,6,6,, +lynchmi02,1904,1,PIT,NL,28,87,6,20,4,2,0,8,0,,4,28,,0,1,, +mageesh01,1904,1,PHI,NL,95,364,51,101,15,12,3,57,11,,14,23,,2,7,, +marshdo01,1904,1,PHI,NL,8,20,1,2,0,0,0,1,0,,0,5,,0,0,, +marshdo01,1904,2,NY1,NL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +marshdo01,1904,3,BSN,NL,13,43,3,9,0,1,0,2,2,,2,8,,0,0,, +marshdo01,1904,4,NY1,NL,10,17,3,6,1,0,0,2,0,,1,1,,0,0,, +masonde01,1904,1,WS1,AL,5,15,0,0,0,0,0,0,0,,0,3,,0,0,, +mathech01,1904,1,NY1,NL,48,133,15,30,5,3,0,17,3,,9,26,,1,9,, +mcaulge01,1904,1,BSN,NL,1,2,0,1,0,0,0,0,0,,0,1,,0,0,, +mccarja01,1904,1,CHN,NL,115,432,36,114,14,2,0,51,14,,23,17,,4,17,, +mccheha01,1904,1,CHN,NL,22,88,9,23,6,2,0,11,2,,4,17,,0,0,, +mccorba01,1904,1,WS1,AL,113,404,36,88,11,1,0,39,9,,27,69,,4,9,, +mccormi01,1904,1,BRO,NL,105,347,28,64,5,4,0,27,22,,43,49,,2,6,, +mccormo01,1904,1,NY1,NL,59,203,28,54,9,5,1,26,13,,13,29,,4,0,, +mccormo01,1904,2,PIT,NL,66,238,25,69,10,6,2,23,6,,13,42,,2,7,, +mcfarch02,1904,1,SLN,NL,32,99,8,13,0,2,0,4,0,,5,20,,2,2,, +mcfared01,1904,1,CHA,AL,50,160,22,44,11,3,0,20,2,,17,9,,1,5,, +mcganda01,1904,1,NY1,NL,141,517,81,148,22,6,6,71,42,,36,29,,18,22,, +mcginji01,1904,1,SLN,NL,3,11,0,1,0,0,0,1,0,,0,2,,0,0,, +mcginjo01,1904,1,NY1,NL,51,142,10,25,4,2,0,7,1,,2,14,,1,12,, +mcgrajo01,1904,1,NY1,NL,5,12,0,4,0,0,0,0,0,,3,0,,0,0,, +mcguide01,1904,1,NYA,AL,101,322,17,67,12,2,0,20,2,,27,45,,3,5,, +mcintma01,1904,1,DET,AL,152,578,74,146,11,10,2,46,11,,44,58,,4,28,, +mcleala01,1904,1,SLN,NL,27,84,5,14,2,1,0,4,1,,4,4,,0,0,, +mcmanfr01,1904,1,DET,AL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +mcmanfr01,1904,2,NYA,AL,4,7,0,0,0,0,0,0,0,,0,1,,0,0,, +mcniced01,1904,1,BSN,NL,17,43,3,4,0,0,0,0,0,,0,12,,0,0,, +mcphejo01,1904,1,PHI,NL,15,47,0,3,0,0,0,1,0,,2,13,,0,1,, +mertesa01,1904,1,NY1,NL,148,532,83,147,28,11,4,78,47,,54,48,,3,22,, +millero01,1904,1,PIT,NL,19,46,2,2,0,0,0,0,0,,4,18,,1,0,, +millibi01,1904,1,NY1,NL,5,9,2,1,1,0,0,0,0,,2,1,,0,0,, +mitchfr01,1904,1,PHI,NL,25,82,9,17,3,1,0,3,1,,5,10,,0,3,, +mitchfr01,1904,2,BRO,NL,8,24,3,7,1,1,0,6,0,,1,2,,1,1,, +mooreea01,1904,1,CLE,AL,26,86,6,12,3,0,0,2,1,,6,38,,0,2,, +moranch01,1904,1,WS1,AL,62,243,27,54,10,0,0,7,7,,23,24,,0,5,, +moranch01,1904,2,SLA,AL,82,272,15,47,3,1,0,14,2,,25,24,,0,10,, +moranpa01,1904,1,BSN,NL,113,398,26,90,11,3,4,34,10,,18,42,,4,3,, +morenle01,1904,1,PIT,NL,1,2,0,0,0,0,0,0,0,,0,1,,0,0,, +morgacy01,1904,1,SLA,AL,8,18,0,1,0,0,0,0,0,,0,10,,0,0,, +moriage02,1904,1,CHN,NL,4,13,0,0,0,0,0,0,0,,1,3,,0,0,, +mullige01,1904,1,DET,AL,53,155,14,45,10,2,0,8,1,,10,16,,1,3,, +mulliji01,1904,1,PHA,AL,22,52,5,14,1,0,1,5,2,,3,16,,1,1,, +mulliji01,1904,2,WS1,AL,27,102,10,19,2,2,0,4,3,,4,18,,1,2,, +mulliji01,1904,3,PHA,AL,19,58,4,10,0,0,0,4,2,,2,6,,3,2,, +murchsi01,1904,1,SLN,NL,13,51,3,7,1,0,0,1,0,,1,8,,0,0,, +murphda02,1904,1,PHA,AL,150,557,78,160,30,17,7,77,22,,22,31,,5,10,, +needhto01,1904,1,BSN,NL,84,269,18,70,12,3,4,19,3,,11,32,,1,1,, +nichoki01,1904,1,SLN,NL,36,109,7,17,1,2,0,5,0,,7,26,,1,0,, +nillra01,1904,1,WS1,AL,15,48,4,8,0,1,0,3,0,,5,12,,2,1,, +noonape01,1904,1,PHA,AL,39,114,13,23,3,1,2,13,1,,1,34,,0,2,, +oconnja01,1904,1,SLA,AL,14,47,4,10,1,0,0,2,0,,2,2,,0,1,, +odwelfr01,1904,1,CIN,NL,129,468,75,133,22,10,1,58,30,,26,65,,8,13,, +oharaki01,1904,1,BSN,NL,8,29,3,6,0,0,0,0,1,,4,4,,0,0,, +olearch01,1904,1,DET,AL,135,456,39,97,10,3,1,16,9,,21,42,,4,17,, +oneilbi01,1904,1,BOS,AL,17,51,7,10,1,0,0,5,0,,2,10,,0,0,, +oneilbi01,1904,2,WS1,AL,95,365,33,89,10,1,1,16,22,,22,47,,4,5,, +oneilja01,1904,1,CHN,NL,51,168,8,36,5,0,1,19,1,,6,24,,4,4,, +oneilmi01,1904,1,SLN,NL,30,91,9,21,7,2,0,16,0,,5,11,,2,5,, +oneilpe01,1904,1,CIN,NL,8,15,0,4,0,0,0,1,0,,1,4,,0,0,, +orourji01,1904,1,NY1,NL,1,4,1,1,0,0,0,0,0,,0,0,,0,0,, +orthal01,1904,1,WS1,AL,31,102,7,22,3,1,0,11,2,,1,14,,2,0,, +orthal01,1904,2,NYA,AL,24,64,6,19,1,1,0,7,2,,0,7,,1,1,, +ostdiha01,1904,1,CLE,AL,7,18,1,3,0,1,0,3,1,,3,4,,1,0,, +osteech01,1904,1,NYA,AL,28,107,15,21,1,4,2,9,0,,1,11,,2,1,, +owenfr01,1904,1,CHA,AL,37,107,10,23,2,0,2,7,2,,10,25,,1,3,, +paddedi01,1904,1,SLA,AL,132,453,42,108,19,4,0,36,23,,40,40,,18,9,, +parenfr01,1904,1,BOS,AL,155,591,85,172,22,9,6,77,20,,28,48,,6,28,, +patteca01,1904,1,WS1,AL,45,126,8,16,2,2,0,5,0,,2,17,,3,4,, +pattero01,1904,1,CHA,AL,22,58,1,6,0,0,0,1,0,,3,15,,0,3,, +peitzhe01,1904,1,CIN,NL,84,272,32,66,13,2,1,30,1,,14,15,,1,4,, +peltyba01,1904,1,SLA,AL,42,118,7,15,1,0,0,9,1,,0,29,,3,2,, +pfiesja01,1904,1,PIT,NL,3,7,1,2,0,1,0,2,0,,1,2,,0,0,, +phelped01,1904,1,PIT,NL,94,302,29,73,5,3,0,28,2,,15,31,,5,12,, +phillde01,1904,1,PIT,NL,21,65,4,8,0,0,0,4,0,,2,4,,0,1,, +pickeol01,1904,1,PHA,AL,124,455,56,103,10,3,0,30,17,,45,63,,2,16,, +pittito01,1904,1,BSN,NL,38,121,2,13,0,0,0,4,1,,1,34,,0,3,, +planked01,1904,1,PHA,AL,46,129,9,31,2,1,0,11,0,,4,22,,2,6,, +pooleed01,1904,1,BRO,NL,25,62,3,8,1,0,0,0,0,,0,15,,0,3,, +powelja01,1904,1,NYA,AL,47,146,11,26,3,2,0,10,0,,3,31,,0,4,, +powerdo01,1904,1,PHA,AL,57,184,11,35,3,0,0,11,3,,6,27,,1,5,, +purneje01,1904,1,PHI,NL,7,19,2,2,0,0,0,1,1,,4,7,,1,0,, +puttmam01,1904,1,NYA,AL,9,18,0,5,1,1,0,1,0,,1,4,,0,0,, +rafteja01,1904,1,PIT,NL,1,3,0,0,0,0,0,0,0,,0,0,,0,0,, +raymefr01,1904,1,BSN,NL,114,419,28,88,12,3,1,27,17,,13,34,,1,20,, +raymobu01,1904,1,DET,AL,5,5,0,0,0,0,0,0,0,,0,1,,0,0,, +reidybi01,1904,1,BRO,NL,11,32,2,5,0,0,0,1,0,,3,12,,1,0,, +reisldo01,1904,1,BRO,NL,7,13,1,2,0,0,0,0,0,,1,4,,1,0,, +remenbu01,1904,1,PHI,NL,1,2,0,0,0,0,0,0,0,,0,1,,0,0,, +rhoadbo01,1904,1,CLE,AL,29,92,5,18,2,2,0,14,0,,1,29,,0,0,, +ritchcl01,1904,1,PIT,NL,156,544,79,143,22,12,0,51,12,,59,36,,3,17,, +rittele01,1904,1,BRO,NL,72,214,23,53,4,1,0,19,17,,20,34,,2,5,, +robinra01,1904,1,DET,AL,101,320,30,77,13,6,0,37,14,,29,20,,5,14,, +robitch01,1904,1,PIT,NL,9,21,1,2,0,0,0,2,0,,0,6,,0,0,, +rossmcl01,1904,1,CLE,AL,18,62,5,13,5,0,0,6,0,,0,5,,0,3,, +rothfr01,1904,1,PHI,NL,81,229,28,59,8,1,1,20,8,,12,28,,1,4,, +rudoldu01,1904,1,CHN,NL,2,3,0,1,0,0,0,0,0,,0,0,,0,0,, +sandewa01,1904,1,SLN,NL,4,6,0,0,0,0,0,0,0,,0,0,,0,0,, +scanldo01,1904,1,PIT,NL,4,6,0,0,0,0,0,0,0,,1,0,,0,0,, +scanldo01,1904,2,BRO,NL,13,35,2,5,0,0,0,4,0,,1,6,,0,5,, +schlead01,1904,1,CIN,NL,97,291,25,69,8,3,0,32,7,,17,43,,8,4,, +schreos01,1904,1,PHA,AL,95,311,23,58,9,1,1,21,3,,5,16,,0,10,, +schulfr01,1904,1,CHN,NL,20,84,16,24,4,3,2,13,1,,2,13,,1,0,, +schwabi02,1904,1,CLE,AL,24,86,5,13,2,0,0,0,4,,0,5,,0,2,, +sebriji01,1904,1,PIT,NL,80,305,28,82,11,7,0,32,8,,17,23,,0,0,, +sebriji01,1904,2,CIN,NL,56,222,22,50,9,2,0,24,8,,14,24,,0,1,, +selbaki01,1904,1,WS1,AL,48,178,15,49,8,4,0,14,9,,24,14,,0,2,, +selbaki01,1904,2,BOS,AL,98,376,50,97,19,8,0,30,10,,48,23,,3,8,, +seyboso01,1904,1,PHA,AL,143,510,56,149,26,9,3,64,12,,42,45,,4,16,, +seymocy01,1904,1,CIN,NL,131,531,71,166,26,13,5,58,11,,29,23,,3,7,, +shannsp01,1904,1,SLN,NL,134,500,84,140,10,3,1,26,34,,50,63,,3,29,, +shayda01,1904,1,SLN,NL,99,340,45,87,11,1,1,18,36,,39,22,,3,7,, +sheckji01,1904,1,BRO,NL,143,507,70,121,23,6,1,46,21,,56,56,,2,18,, +sieveed01,1904,1,SLA,AL,30,71,6,11,0,0,0,1,0,,5,32,,1,0,, +slaglji01,1904,1,CHN,NL,120,481,73,125,12,10,1,31,28,,41,33,,3,7,, +smithal01,1904,1,CHN,NL,10,29,2,6,1,0,0,1,1,,3,4,,0,0,, +smithbu01,1904,1,PIT,NL,13,42,2,6,0,1,0,1,0,,1,7,,0,0,, +smithfr03,1904,1,CHA,AL,26,72,8,18,5,0,0,6,0,,4,21,,1,3,, +smithha03,1904,1,PIT,NL,47,141,17,35,3,1,0,18,5,,16,14,,5,3,, +smootho01,1904,1,SLN,NL,137,520,58,146,23,6,3,66,23,,37,55,,2,14,, +sparktu01,1904,1,PHI,NL,26,76,6,8,1,0,0,2,0,,2,14,,0,0,, +stahlch01,1904,1,BOS,AL,157,587,83,170,27,19,3,67,11,,64,42,,7,23,, +stahlja01,1904,1,WS1,AL,142,520,54,136,29,12,3,50,25,,21,99,,15,11,, +stankto01,1904,1,PIT,NL,2,2,0,0,0,0,0,0,0,,0,1,,0,0,, +stanljo02,1904,1,BSN,NL,3,8,0,0,0,0,0,0,0,,0,1,,0,0,, +stantto01,1904,1,CHN,NL,1,3,0,0,0,0,0,0,0,,0,1,,0,0,, +steinha01,1904,1,CIN,NL,99,349,35,85,11,6,1,52,17,,29,43,,6,14,, +stewajo01,1904,1,BSN,NL,2,5,0,1,0,0,0,0,0,,0,1,,0,0,, +stovage01,1904,1,CLE,AL,52,181,18,54,10,1,1,31,3,,2,15,,3,5,, +stovaje01,1904,1,DET,AL,25,56,5,11,0,1,0,2,2,,3,14,,0,0,, +stransa01,1904,1,BRO,NL,77,271,28,52,11,0,1,9,16,,45,43,,4,4,, +streega01,1904,1,CIN,NL,11,33,1,4,1,0,0,0,2,,1,12,,0,0,, +stricel01,1904,1,CHA,AL,1,3,0,0,0,0,0,0,0,,0,1,,0,0,, +sudhowi01,1904,1,SLA,AL,29,85,5,14,3,0,0,7,0,,6,21,,2,1,, +sugdejo01,1904,1,SLA,AL,105,348,25,93,6,3,0,30,6,,28,35,,5,10,, +sullian01,1904,1,BSN,NL,1,1,0,0,0,0,0,0,0,,1,0,,0,0,, +sullibi03,1904,1,CHA,AL,108,371,29,85,18,4,1,44,11,,12,50,,1,11,, +sutthja01,1904,1,CIN,NL,12,33,3,6,1,0,0,0,0,,2,4,,0,1,, +sutthja01,1904,2,PHI,NL,19,61,5,10,0,2,0,2,1,,2,16,,0,2,, +swandpi01,1904,1,SLA,AL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +swindch01,1904,1,SLN,NL,3,8,0,1,0,0,0,0,0,,0,1,,0,0,, +tanneje01,1904,1,BOS,AL,45,122,14,24,2,6,0,6,1,,9,15,,0,2,, +tannele01,1904,1,CHA,AL,153,547,50,125,31,5,0,61,14,,20,57,,3,16,, +taylodu01,1904,1,NY1,NL,38,102,8,16,1,2,0,6,0,,6,15,,0,6,, +tayloja02,1904,1,SLN,NL,42,133,9,28,3,3,1,8,3,,4,17,,1,1,, +tennefr02,1904,1,BSN,NL,147,533,76,144,17,9,1,37,17,,57,40,,9,22,, +thatcgr01,1904,1,BRO,NL,1,4,0,1,0,0,0,1,0,,0,0,,0,0,, +thomaro01,1904,1,PHI,NL,139,496,92,144,6,6,3,29,28,,102,61,,5,7,, +thoneja01,1904,1,WS1,AL,17,70,6,21,3,0,0,6,2,,1,8,,0,0,, +thoneja01,1904,2,NYA,AL,36,128,17,24,4,2,0,12,9,,8,20,,1,3,, +tinkejo01,1904,1,CHN,NL,141,488,55,108,12,13,3,41,41,,29,53,,2,12,, +titusjo01,1904,1,PHI,NL,146,504,60,148,25,5,4,55,15,,46,38,,8,7,, +townsha01,1904,1,WS1,AL,38,119,6,20,4,0,1,8,0,,2,34,,1,0,, +turnete01,1904,1,CLE,AL,111,404,41,95,9,6,1,45,5,,11,42,,0,19,, +unglabo01,1904,1,NYA,AL,6,19,2,4,0,0,0,2,0,,0,0,,0,0,, +unglabo01,1904,2,BOS,AL,9,13,1,2,1,0,0,2,0,,1,4,,0,0,, +vahreha01,1904,1,SLA,AL,1,1,0,0,0,0,0,0,0,,0,1,,0,0,, +vanbude01,1904,1,BRO,NL,1,1,0,1,0,0,0,0,0,,0,0,,0,0,, +vanbude01,1904,2,PHI,NL,12,43,2,10,2,0,0,3,2,,3,2,,0,2,, +vanzaik01,1904,1,CHN,NL,3,11,0,0,0,0,0,0,0,,0,3,,0,0,, +veilbu01,1904,1,PIT,NL,1,1,0,1,0,0,0,1,0,,0,0,,0,0,, +vinsoru01,1904,1,CLE,AL,15,49,12,15,1,0,0,2,2,,10,6,,1,0,, +wadderu01,1904,1,PHA,AL,46,139,6,17,3,0,0,6,0,,6,37,,1,1,, +wagneho01,1904,1,PIT,NL,132,490,97,171,44,14,4,75,53,,59,44,,4,5,, +walketo01,1904,1,CIN,NL,24,77,6,9,0,0,0,0,0,,3,17,,1,2,, +wallabo01,1904,1,SLA,AL,139,541,57,149,29,4,2,69,20,,42,45,,2,8,, +walshed01,1904,1,CHA,AL,18,41,5,9,1,1,1,4,1,,3,10,,0,1,, +warnejo01,1904,1,NY1,NL,86,287,29,57,5,1,1,15,7,,14,13,,7,7,, +weimeja01,1904,1,CHN,NL,37,115,5,21,3,0,0,11,1,,1,26,,1,2,, +whitedo01,1904,1,CHA,AL,33,76,7,12,2,0,0,2,3,,10,19,,0,2,, +whiteja01,1904,1,BSN,NL,1,5,1,0,0,0,0,0,0,,0,0,,0,0,, +wickebo01,1904,1,CHN,NL,50,155,17,34,1,0,0,9,4,,4,20,,1,3,, +wilheka01,1904,1,BSN,NL,39,100,3,7,2,0,0,3,0,,3,26,,0,5,, +williji01,1904,1,NYA,AL,146,559,62,147,31,7,2,74,14,,38,65,,4,11,, +williot01,1904,1,CHN,NL,57,185,21,37,4,1,0,8,9,,13,34,,1,7,, +willivi01,1904,1,BSN,NL,52,148,9,27,3,0,0,8,0,,14,24,,1,3,, +wilsohi01,1904,1,WS1,AL,4,9,0,2,2,0,0,0,0,,1,2,,0,1,, +wiltsho01,1904,1,NY1,NL,25,67,10,15,2,1,1,7,1,,4,5,,1,2,, +wintege01,1904,1,BOS,AL,23,43,7,5,0,0,0,0,0,,5,15,,0,4,, +wolfeba01,1904,1,NYA,AL,7,10,0,0,0,0,0,0,0,,1,5,,0,1,, +wolfeba01,1904,2,WS1,AL,17,42,5,5,0,0,0,1,0,,5,15,,0,2,, +wolveha01,1904,1,PHI,NL,102,398,43,106,15,5,0,49,18,,26,7,,6,10,, +woodbo01,1904,1,DET,AL,49,175,15,43,6,2,1,17,1,,5,7,,1,1,, +woodrsa01,1904,1,CIN,NL,87,306,20,58,14,3,0,20,9,,19,26,,3,11,, +wrighge02,1904,1,SLA,AL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +youngcy01,1904,1,BOS,AL,43,148,14,33,3,3,1,10,1,,0,25,,0,1,, +zearfda01,1904,1,SLN,NL,27,80,7,17,2,0,0,9,0,,10,6,,0,0,, +abbated01,1905,1,BSN,NL,153,610,70,170,25,12,3,41,30,,35,51,,8,5,, +abbotfr01,1905,1,PHI,NL,42,128,9,25,6,1,0,12,4,,6,23,,3,6,, +ablesha01,1905,1,SLA,AL,6,10,0,0,0,0,0,0,0,,0,4,,0,0,, +adamsri01,1905,1,WS1,AL,11,23,1,4,0,0,0,0,0,,4,5,,0,0,, +altroni01,1905,1,CHA,AL,40,112,8,14,1,0,0,5,0,,6,19,,3,5,, +amesre01,1905,1,NY1,NL,34,97,6,14,0,3,0,7,0,,4,40,,0,6,, +anderjo01,1905,1,NYA,AL,32,99,12,23,3,1,0,14,9,,8,8,,1,0,, +anderjo01,1905,2,WS1,AL,101,400,50,116,21,6,1,38,22,,22,30,,2,4,, +armbrch01,1905,1,BOS,AL,35,91,13,18,4,0,0,6,3,,18,14,,1,1,, +arndtha01,1905,1,SLN,NL,113,415,40,101,11,6,2,36,13,,24,37,,3,9,, +babbch01,1905,1,BRO,NL,75,235,27,44,8,2,0,17,10,,27,38,,12,5,, +bakerer01,1905,1,CIN,NL,1,2,0,0,0,0,0,0,0,,0,0,,0,0,, +barbeja01,1905,1,CLE,AL,11,37,1,10,1,1,0,2,1,,1,6,,0,2,, +barclge01,1905,1,BSN,NL,29,108,5,19,1,0,0,7,2,,2,7,,2,0,, +barreji01,1905,1,DET,AL,20,67,2,17,1,0,0,3,0,,6,7,,1,1,, +barryed01,1905,1,BOS,AL,7,11,0,1,0,0,0,0,0,,2,4,,0,1,, +barrysh01,1905,1,CHN,NL,27,104,10,22,2,0,0,10,5,,5,6,,1,1,, +barrysh01,1905,2,CIN,NL,125,494,90,160,11,12,1,56,16,,33,29,,5,24,, +bartoha01,1905,1,PHA,AL,29,60,5,10,2,1,0,3,2,,3,6,,0,2,, +batchem01,1905,1,BRO,NL,145,568,64,143,20,11,5,49,21,,26,49,,0,9,, +bayha01,1905,1,CLE,AL,144,552,90,166,18,10,0,22,36,,36,49,,5,30,, +beaumgi01,1905,1,PIT,NL,103,384,60,126,12,8,3,40,21,,22,17,,0,14,, +becklja01,1905,1,SLN,NL,134,514,48,147,20,10,1,57,12,,30,41,,6,8,, +bemisha01,1905,1,CLE,AL,70,226,27,66,13,3,0,28,3,,13,21,,5,5,, +bendech01,1905,1,PHA,AL,38,92,11,20,3,2,0,14,3,,3,19,,0,2,, +bergebi01,1905,1,BRO,NL,79,247,12,47,3,2,0,22,4,,7,36,,0,11,, +bernhbi01,1905,1,CLE,AL,22,69,3,6,0,0,0,0,1,,1,20,,0,0,, +blankcl01,1905,1,CIN,NL,19,56,8,11,1,1,0,7,1,,4,2,,0,1,, +bowerfr01,1905,1,NY1,NL,98,297,37,80,8,1,3,41,6,,12,19,,11,7,, +bradlbi01,1905,1,CLE,AL,146,541,63,145,34,6,0,51,22,,27,56,,15,21,, +bradyki01,1905,1,PHI,NL,2,5,0,1,0,0,0,0,0,,0,0,,0,0,, +brainda01,1905,1,SLN,NL,44,158,11,36,4,5,1,17,4,,8,16,,1,2,, +brainda01,1905,2,PIT,NL,85,307,31,79,17,6,3,46,8,,15,31,,2,10,, +branski01,1905,1,PHI,NL,151,580,55,150,23,9,3,76,27,,27,45,,2,18,, +bresnro01,1905,1,NY1,NL,104,331,58,100,18,3,0,46,11,,50,21,,11,7,, +bridwal01,1905,1,CIN,NL,82,254,17,64,3,1,0,17,8,,19,21,,2,15,, +briggbu01,1905,1,CHN,NL,20,57,1,3,0,0,0,1,0,,4,10,,0,3,, +brownbu01,1905,1,SLN,NL,23,65,3,6,0,3,0,1,0,,1,23,,0,0,, +brownge01,1905,1,NY1,NL,127,536,95,157,16,14,4,43,26,,20,59,,2,11,, +brownmo01,1905,1,CHN,NL,31,93,6,13,1,1,1,3,1,,4,20,,0,7,, +bruckan01,1905,1,DET,AL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +buchaji01,1905,1,SLA,AL,22,46,5,7,1,0,0,1,1,,5,8,,0,1,, +buelofr01,1905,1,CLE,AL,75,239,11,41,4,1,1,18,7,,6,47,,2,7,, +burkeje01,1905,1,BOS,AL,148,573,78,147,12,13,4,47,13,,67,63,,4,10,, +burkeji01,1905,1,SLN,NL,122,431,34,97,9,5,1,30,15,,21,24,,9,7,, +caldwra01,1905,1,PHI,NL,7,15,2,0,0,0,0,1,0,,0,1,,0,0,, +callani01,1905,1,CHA,AL,96,345,50,94,18,6,1,43,26,,29,42,,4,10,, +campbbi01,1905,1,SLN,NL,2,7,1,1,0,0,0,0,0,,0,0,,0,1,, +canneri01,1905,1,BSN,NL,154,567,52,140,14,4,0,36,17,,51,53,,2,10,, +carisfr01,1905,1,PIT,NL,32,107,7,22,0,3,0,8,1,,2,6,,1,5,, +carrch01,1905,1,CLE,AL,89,306,29,72,12,4,1,31,12,,13,32,,0,15,, +casech01,1905,1,PIT,NL,31,68,3,7,1,0,0,1,0,,7,23,,2,1,, +caseydo01,1905,1,CHN,NL,144,526,66,122,21,10,1,56,22,,41,45,,6,21,, +cassaha01,1905,1,WS1,AL,10,30,1,4,0,0,0,1,0,,0,8,,0,1,, +cassijo02,1905,1,WS1,AL,151,576,67,124,16,4,1,43,23,,25,87,,2,23,, +chancfr01,1905,1,CHN,NL,118,392,92,124,16,12,2,70,38,,78,26,,17,15,, +chaseha01,1905,1,NYA,AL,128,465,60,116,16,6,3,49,22,,15,62,,3,18,, +chechch01,1905,1,CIN,NL,39,89,11,17,0,1,0,4,0,,9,19,,0,8,, +chesbja01,1905,1,NYA,AL,41,112,6,21,6,3,0,10,2,,2,32,,0,2,, +cicoted01,1905,1,DET,AL,3,7,1,3,0,0,0,0,0,,0,0,,0,0,, +clancbi01,1905,1,PIT,NL,56,227,23,52,11,3,2,34,3,,4,18,,1,8,, +clarkbo02,1905,1,NY1,NL,31,50,2,9,0,0,1,4,1,,4,5,,0,2,, +clarkfr01,1905,1,PIT,NL,141,525,95,157,18,15,2,51,24,,55,41,,2,22,, +clarkjo02,1905,1,SLN,NL,50,167,31,43,3,2,3,18,8,,27,31,,0,2,, +clarkni01,1905,1,CLE,AL,5,9,2,1,1,0,0,1,0,,1,1,,0,0,, +clarkni01,1905,2,DET,AL,3,7,1,3,0,0,1,1,0,,0,1,,1,0,, +clarkni01,1905,3,CLE,AL,37,114,9,23,5,1,0,8,0,,10,23,,0,2,, +clarkwa01,1905,1,NYA,AL,9,19,1,1,0,0,0,0,0,,0,4,,0,0,, +clymeot01,1905,1,PIT,NL,96,365,74,108,11,5,0,23,23,,19,39,,1,4,, +coaklan01,1905,1,PHA,AL,35,94,3,13,1,1,0,1,1,,3,42,,0,4,, +cobbty01,1905,1,DET,AL,41,151,19,36,6,0,1,15,2,,10,23,,0,4,, +cockmji01,1905,1,NYA,AL,13,38,5,4,0,0,0,2,2,,4,10,,0,0,, +colliji01,1905,1,BOS,AL,131,508,66,140,26,5,4,65,18,,37,21,,4,9,, +congabu01,1905,1,CLE,AL,12,47,4,17,0,0,0,5,3,,2,1,,0,0,, +connojo03,1905,1,NYA,AL,8,22,4,5,1,0,0,2,1,,3,5,,0,2,, +conrowi01,1905,1,NYA,AL,101,385,55,105,19,11,2,25,25,,32,47,,0,7,, +cooledu01,1905,1,DET,AL,97,377,25,93,11,9,1,32,7,,26,55,,1,16,, +cooneph01,1905,1,NYA,AL,1,3,0,0,0,0,0,0,0,,0,1,,0,0,, +corcoto01,1905,1,CIN,NL,151,605,70,150,21,11,2,85,28,,23,44,,1,18,, +corrifr01,1905,1,PHI,NL,35,72,6,15,1,1,1,8,2,,8,20,,0,2,, +coughbi01,1905,1,DET,AL,137,489,48,123,20,6,0,44,16,,34,58,,7,20,, +courter01,1905,1,PHI,NL,155,601,77,165,14,7,2,77,17,,47,53,,7,26,, +crawfsa01,1905,1,DET,AL,154,575,73,171,38,10,6,75,22,,50,31,,3,3,, +crigelo01,1905,1,BOS,AL,109,313,33,62,6,7,1,36,5,,54,20,,3,7,, +crossla01,1905,1,PHA,AL,147,587,69,156,29,5,0,77,8,,26,12,,2,15,, +crossmo01,1905,1,PHA,AL,79,252,28,67,17,2,0,24,8,,19,40,,6,24,, +curtifr01,1905,1,NYA,AL,2,9,0,2,1,0,0,2,1,,1,0,,0,0,, +dahlebi01,1905,1,NY1,NL,148,520,67,126,20,4,7,81,37,,62,43,,12,7,, +davisge01,1905,1,CHA,AL,151,550,74,153,29,1,1,55,31,,60,66,,4,40,, +davisha01,1905,1,PHA,AL,150,607,93,173,47,6,8,83,36,,43,46,,2,5,, +degroru01,1905,1,SLN,NL,15,56,3,14,2,1,0,5,1,,5,15,,0,1,, +delahfr01,1905,1,NYA,AL,9,27,0,6,1,0,0,2,0,,1,4,,0,1,, +delahji01,1905,1,BSN,NL,125,461,50,119,11,8,5,55,12,,28,45,,10,7,, +devliar01,1905,1,NY1,NL,153,525,74,129,14,7,2,61,59,,66,48,,13,12,, +dinnebi01,1905,1,BOS,AL,31,88,6,13,2,0,0,4,4,,2,15,,0,4,, +dischge01,1905,1,DET,AL,8,19,0,2,0,0,0,0,0,,0,5,,1,0,, +dobbsjo01,1905,1,BRO,NL,123,460,59,117,21,4,2,36,15,,31,14,,2,14,, +dolanco01,1905,1,CIN,NL,22,77,7,18,2,1,0,4,2,,7,7,,1,2,, +dolanco01,1905,2,BSN,NL,112,433,44,119,11,7,3,48,21,,27,44,,3,9,, +donahji02,1905,1,CHA,AL,149,533,71,153,22,4,1,76,32,,44,35,,4,27,, +donahre01,1905,1,CLE,AL,20,53,2,4,1,0,0,0,0,,0,14,,0,3,, +donlimi01,1905,1,NY1,NL,150,606,124,216,31,16,7,80,33,,56,41,,2,12,, +donovbi01,1905,1,DET,AL,44,130,16,25,4,0,0,5,8,,12,28,,1,13,, +dooinre01,1905,1,PHI,NL,113,380,45,95,13,5,0,36,12,,10,40,,0,10,, +doolami01,1905,1,PHI,NL,136,492,53,125,27,11,1,48,17,,24,82,,2,6,, +doranto01,1905,1,BOS,AL,3,3,0,0,0,0,0,0,0,,0,1,,0,0,, +doranto01,1905,2,DET,AL,34,94,8,15,3,0,0,4,2,,8,12,,3,6,, +doschja01,1905,1,BRO,NL,12,24,1,2,0,0,0,0,0,,0,12,,0,1,, +doughpa01,1905,1,NYA,AL,116,418,56,110,9,6,3,29,17,,28,40,,6,7,, +doyleja01,1905,1,NYA,AL,1,3,0,0,0,0,0,0,0,,0,0,,0,0,, +drillle01,1905,1,DET,AL,72,211,17,55,9,0,0,24,7,,32,28,,3,9,, +duffyhu01,1905,1,PHI,NL,15,40,7,12,2,1,0,3,0,,1,0,,0,0,, +dugglbi01,1905,1,PHI,NL,38,101,5,11,5,1,1,6,0,,5,41,,0,3,, +dundogu01,1905,1,CHA,AL,106,364,30,70,7,3,0,22,14,,23,34,,4,15,, +dunleja01,1905,1,SLN,NL,119,435,52,105,8,8,1,25,15,,55,60,,1,10,, +dygerji01,1905,1,PHA,AL,6,15,1,4,0,0,0,1,0,,0,4,,0,0,, +easonma01,1905,1,BRO,NL,29,81,4,14,0,0,0,5,1,,2,16,,0,2,, +eganwi01,1905,1,SLN,NL,23,59,5,6,0,0,0,0,1,,3,20,,0,2,, +elberki01,1905,1,NYA,AL,111,390,48,102,18,2,0,53,18,,23,16,,16,20,, +elliocl01,1905,1,NY1,NL,10,16,2,3,0,0,0,0,1,,0,2,,0,0,, +eubanjo01,1905,1,DET,AL,7,14,1,5,0,1,0,1,0,,0,4,,0,0,, +eversjo01,1905,1,CHN,NL,99,340,44,94,11,2,1,37,19,,27,20,,2,20,, +ewingbo01,1905,1,CIN,NL,43,122,13,32,1,1,0,10,1,,5,20,,2,5,, +falkecy01,1905,1,WS1,AL,12,32,4,4,1,0,0,3,0,,0,16,,0,0,, +falloch01,1905,1,NYA,AL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +farredu01,1905,1,BOS,AL,7,21,2,6,1,0,0,2,0,,1,3,,0,0,, +farrejo02,1905,1,SLN,NL,7,24,6,4,0,1,0,1,1,,4,1,,0,0,, +ferriho01,1905,1,BOS,AL,142,523,51,115,24,16,6,59,11,,23,69,,0,12,, +ferrycy01,1905,1,CLE,AL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +flahepa02,1905,1,PIT,NL,30,76,7,15,4,2,0,4,0,,3,20,,0,1,, +flanast01,1905,1,PIT,NL,7,25,7,7,1,1,0,3,3,,1,1,,0,0,, +flickel01,1905,1,CLE,AL,132,500,72,154,29,18,4,64,35,,53,69,,8,12,, +fordge01,1905,1,DET,AL,7,10,0,0,0,0,0,0,0,,2,4,,0,1,, +frasech01,1905,1,BSN,NL,48,156,15,35,8,0,0,10,0,,5,31,,0,3,, +freembu01,1905,1,BOS,AL,130,455,59,109,20,8,3,49,8,,46,51,,5,9,, +friskem01,1905,1,SLA,AL,124,429,58,112,11,6,3,36,7,,42,56,,11,11,, +fultzda01,1905,1,NYA,AL,129,422,49,98,13,3,0,42,44,,39,47,,7,14,, +ganlebo01,1905,1,PIT,NL,32,127,12,40,1,2,0,7,3,,8,9,,0,8,, +gessldo01,1905,1,BRO,NL,126,431,44,125,17,4,3,46,26,,38,56,,14,3,, +gibsoch01,1905,1,SLA,AL,1,3,0,0,0,0,0,0,0,,0,1,,0,0,, +gibsoge01,1905,1,PIT,NL,46,135,14,24,2,2,2,14,2,,15,17,,2,4,, +gibsono01,1905,1,BOS,AL,23,42,2,4,0,0,0,0,0,,4,15,,0,2,, +gilbebi02,1905,1,NY1,NL,115,376,45,93,11,3,0,24,11,,41,44,,6,14,, +gladefr01,1905,1,SLA,AL,32,98,1,9,1,0,0,1,1,,5,35,,1,0,, +gleasha01,1905,1,SLA,AL,150,535,45,116,11,5,1,57,23,,34,45,,4,18,, +gleaski01,1905,1,PHI,NL,155,608,95,150,17,7,1,50,16,,45,45,,3,43,, +godwijo01,1905,1,BOS,AL,15,43,4,14,1,0,0,10,3,,3,6,,3,2,, +goodwar01,1905,1,NYA,AL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +goodwi01,1905,1,NYA,AL,5,8,2,3,0,0,0,0,0,,0,3,,0,0,, +gradymi01,1905,1,SLN,NL,100,311,41,89,20,7,4,41,15,,33,44,,3,4,, +grahamo01,1905,1,NY1,NL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +granted01,1905,1,CLE,AL,2,8,1,3,0,0,0,0,0,,0,5,,0,0,, +greenda01,1905,1,CHA,AL,112,379,56,92,13,6,0,44,11,,53,51,,6,16,, +griffcl01,1905,1,NYA,AL,26,32,2,7,1,1,0,5,0,,3,11,,0,2,, +grimsmy01,1905,1,BOS,AL,85,285,39,68,8,2,4,35,4,,21,35,,1,6,, +hahned01,1905,1,NYA,AL,43,160,32,51,5,0,0,11,1,,25,10,,5,4,, +hahnno01,1905,1,CIN,NL,13,24,1,4,0,0,0,0,0,,1,7,,0,2,, +hallajo01,1905,1,CLE,AL,3,5,0,1,0,0,0,0,0,,0,2,,0,0,, +hallbo01,1905,1,NY1,NL,1,3,1,1,0,0,0,0,0,,0,0,,0,0,, +hallbo01,1905,2,BRO,NL,56,203,21,48,4,1,2,15,8,,11,34,,1,6,, +hardyha01,1905,1,WS1,AL,3,9,0,1,0,0,0,0,0,,0,2,,0,0,, +harledi02,1905,1,BSN,NL,9,22,0,1,0,0,0,2,0,,0,8,,0,1,, +harpeja01,1905,1,CIN,NL,26,60,5,10,0,2,0,2,0,,7,22,,0,4,, +harrijo02,1905,1,BOS,AL,3,9,0,1,0,0,0,0,0,,0,1,,0,0,, +harthu01,1905,1,CHA,AL,11,20,3,2,0,0,0,4,0,,3,4,,0,0,, +hartsto01,1905,1,PHA,AL,150,538,88,148,22,8,0,28,37,,121,65,,1,14,, +henlewe01,1905,1,PHA,AL,25,65,4,11,3,0,0,2,1,,1,21,,1,2,, +hershfr01,1905,1,BSN,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +hessot01,1905,1,CLE,AL,54,173,15,44,8,1,2,13,2,,7,59,,2,3,, +heydomi01,1905,1,WS1,AL,77,245,20,47,7,4,1,26,5,,21,55,,2,4,, +hickmch01,1905,1,DET,AL,59,213,21,47,12,3,2,20,3,,12,24,,5,6,, +hickmch01,1905,2,WS1,AL,88,360,48,112,25,9,2,46,3,,9,52,,2,8,, +hilleho01,1905,1,PIT,NL,39,110,9,26,3,2,0,7,1,,6,12,,1,4,, +hillhu01,1905,1,WS1,AL,104,374,37,78,12,1,1,24,10,,32,33,,4,36,, +himesja01,1905,1,SLN,NL,12,41,3,6,0,0,0,0,0,,1,8,,0,3,, +hinchbi01,1905,1,CIN,NL,17,51,10,13,4,1,0,10,4,,13,6,,1,1,, +hoelsar01,1905,1,SLN,NL,24,83,7,20,2,1,0,5,1,,3,13,,0,2,, +hoffmda01,1905,1,PHA,AL,120,459,66,120,10,10,1,35,46,,33,105,,1,18,, +hofmaso01,1905,1,CHN,NL,86,287,43,68,14,4,1,38,15,,20,26,,1,8,, +hoggbi01,1905,1,NYA,AL,39,67,3,4,0,0,0,1,0,,5,23,,0,1,, +holmedu01,1905,1,CHA,AL,92,328,42,66,15,2,0,22,11,,19,30,,6,29,, +howarde01,1905,1,PIT,NL,123,435,56,127,18,5,2,63,19,,27,44,,8,14,, +howelha01,1905,1,SLA,AL,42,135,9,26,6,2,1,10,0,,3,44,,1,1,, +huelsfr01,1905,1,WS1,AL,121,421,48,114,28,8,3,62,11,,31,56,,8,5,, +huggimi01,1905,1,CIN,NL,149,564,117,154,11,8,1,38,27,,103,46,,7,9,, +hugheed01,1905,1,BOS,AL,6,14,2,3,0,0,0,2,0,,0,7,,0,0,, +hugheto01,1905,1,WS1,AL,39,104,11,22,4,2,1,10,1,,6,32,,0,1,, +hummejo01,1905,1,BRO,NL,30,109,19,29,3,4,0,7,6,,9,15,,0,3,, +isbelfr01,1905,1,CHA,AL,94,341,55,101,21,11,2,45,15,,15,28,,5,28,, +jacklfr01,1905,1,NYA,AL,1,3,1,0,0,0,0,1,0,,1,1,,0,0,, +jacksch01,1905,1,DET,AL,2,4,1,1,0,0,0,0,0,,0,0,,0,0,, +jacksji01,1905,1,CLE,AL,109,426,60,109,12,4,2,31,15,,34,42,,4,6,, +jacobbe01,1905,1,WS1,AL,22,44,4,7,1,0,0,0,1,,8,10,,0,0,, +johnsol01,1905,1,CIN,NL,4,5,2,1,0,0,0,1,0,,0,3,,0,1,, +jonesch03,1905,1,WS1,AL,142,544,68,113,18,4,2,41,24,,31,70,,3,10,, +jonesfi01,1905,1,CHA,AL,153,568,91,139,17,12,2,38,20,,73,49,,4,16,, +jonesos01,1905,1,BRO,NL,30,65,6,13,0,0,0,5,0,,1,9,,0,1,, +jonesto01,1905,1,SLA,AL,135,504,44,122,16,2,0,48,19,,30,40,,4,23,, +jossad01,1905,1,CLE,AL,35,97,6,13,2,1,0,3,3,,13,25,,0,6,, +justiwa01,1905,1,DET,AL,2,0,0,0,0,0,0,0,0,,0,0,,0,0,, +kahlni01,1905,1,CLE,AL,40,135,16,29,4,1,0,21,1,,4,23,,2,1,, +kahoemi01,1905,1,PHI,NL,16,51,2,13,2,0,0,4,1,,1,3,,0,1,, +kaneha01,1905,1,PHI,NL,2,6,0,1,0,0,0,0,0,,0,2,,0,1,, +keelewi01,1905,1,NYA,AL,149,560,81,169,14,4,4,38,19,,43,13,,5,42,, +kellejo01,1905,1,CIN,NL,90,321,43,89,7,6,1,37,8,,27,23,,7,11,, +kelluwi01,1905,1,SLN,NL,11,25,2,5,0,0,0,3,0,,3,6,,0,1,, +killied01,1905,1,DET,AL,39,118,12,32,3,4,0,19,2,,2,16,,0,7,, +kinseed01,1905,1,PIT,NL,3,3,0,0,0,0,0,0,0,,1,1,,0,0,, +kitsofr01,1905,1,DET,AL,33,87,8,16,2,0,0,4,0,,3,21,,0,0,, +kittrma01,1905,1,WS1,AL,77,238,16,39,8,0,0,14,1,,15,9,,0,10,, +kleinre01,1905,1,NYA,AL,88,253,23,56,6,3,1,24,7,,20,34,,2,3,, +klingjo01,1905,1,CHN,NL,111,380,26,83,8,6,1,52,13,,28,23,,0,17,, +knabeot01,1905,1,PIT,NL,3,10,0,3,1,0,0,2,0,,3,2,,0,0,, +knighjo02,1905,1,PHA,AL,88,325,28,66,12,1,3,29,4,,9,68,,1,11,, +knollpu01,1905,1,WS1,AL,79,244,24,52,10,5,0,29,3,,9,58,,2,11,, +koehlbe01,1905,1,SLA,AL,142,536,55,127,14,6,2,47,22,,32,82,,4,13,, +kruegot01,1905,1,PHI,NL,46,114,10,21,1,1,0,12,1,,13,9,,1,4,, +lachaca01,1905,1,BOS,AL,12,41,1,6,1,0,0,5,0,,6,5,,0,4,, +lajoina01,1905,1,CLE,AL,65,249,29,82,12,2,2,41,11,,17,8,,2,3,, +laporfr01,1905,1,NYA,AL,11,40,4,16,1,0,1,12,1,,1,4,,0,0,, +lautebi01,1905,1,BSN,NL,67,200,11,37,1,1,0,9,1,,12,25,,2,5,, +leachto01,1905,1,PIT,NL,131,499,71,128,10,14,2,53,17,,37,44,,1,17,, +leahyto01,1905,1,SLN,NL,35,97,3,22,1,3,0,7,0,,8,17,,0,2,, +leberem01,1905,1,CLE,AL,2,6,1,0,0,0,0,0,0,,1,2,,0,0,, +leevesa01,1905,1,PIT,NL,33,88,4,9,2,1,0,5,0,,4,10,,0,2,, +leifile01,1905,1,PIT,NL,8,20,2,7,1,1,0,5,0,,2,5,,0,0,, +leroylo01,1905,1,NYA,AL,3,8,0,1,0,0,0,0,0,,1,2,,0,1,, +lewisph01,1905,1,BRO,NL,118,433,32,110,9,2,3,33,16,,16,25,,1,14,, +lindsch01,1905,1,DET,AL,88,329,38,88,14,1,0,31,10,,18,37,,5,10,, +loberha01,1905,1,CHN,NL,14,46,7,9,2,0,0,1,4,,3,6,,1,6,, +lordbr01,1905,1,PHA,AL,66,238,38,57,14,0,0,13,3,,14,44,,1,11,, +lowebo01,1905,1,DET,AL,58,181,17,35,7,2,0,9,3,,13,17,,2,10,, +lumleha01,1905,1,BRO,NL,130,505,50,148,19,10,7,47,22,,36,64,,0,16,, +lundgca01,1905,1,CHN,NL,24,61,6,11,1,1,0,3,0,,5,15,,0,2,, +lushjo01,1905,1,PHI,NL,6,16,3,5,0,0,0,1,0,,1,2,,1,1,, +lynchmi02,1905,1,PIT,NL,33,81,12,11,1,1,0,2,0,,5,21,,0,3,, +macgaed01,1905,1,BRO,NL,4,16,0,4,0,0,0,0,0,,1,3,,0,0,, +mageesh01,1905,1,PHI,NL,155,603,100,180,24,17,5,98,48,,44,58,,8,14,, +malaych01,1905,1,BRO,NL,102,349,33,88,7,2,1,31,13,,22,45,,2,14,, +malonbi01,1905,1,CHN,NL,145,558,78,145,17,14,2,56,59,,43,84,,11,15,, +manuemo01,1905,1,WS1,AL,3,4,1,1,0,0,0,0,0,,0,0,,0,0,, +mathech01,1905,1,NY1,NL,44,127,13,30,5,0,2,16,2,,10,12,,3,1,, +mcbrige01,1905,1,PIT,NL,27,87,9,19,4,0,0,7,2,,6,11,,1,4,, +mcbrige01,1905,2,SLN,NL,81,281,22,61,1,2,2,34,10,,14,64,,4,6,, +mccarbi01,1905,1,BSN,NL,1,3,0,0,0,0,0,0,0,,0,0,,0,0,, +mccarja01,1905,1,CHN,NL,59,170,16,47,4,3,0,14,8,,10,3,,1,5,, +mccarjo02,1905,1,NYA,AL,1,2,0,0,0,0,0,0,0,,0,1,,0,0,, +mcdousa01,1905,1,SLN,NL,5,15,0,2,0,0,0,1,0,,0,1,,0,1,, +mcfarch02,1905,1,SLN,NL,31,85,8,14,2,1,0,4,0,,6,19,,0,1,, +mcfared01,1905,1,CHA,AL,80,250,24,70,13,4,0,31,5,,23,21,,2,6,, +mcganda01,1905,1,NY1,NL,136,491,88,147,23,14,5,75,22,,55,31,,19,19,, +mcginji01,1905,1,SLN,NL,1,1,0,1,0,0,0,0,0,,0,0,,0,0,, +mcginjo01,1905,1,NY1,NL,46,120,11,28,6,1,0,11,4,,7,15,,0,1,, +mcgovar01,1905,1,BOS,AL,15,44,1,5,1,0,0,1,0,,4,5,,1,1,, +mcgrajo01,1905,1,NY1,NL,3,0,0,0,0,0,0,0,1,,0,0,,0,0,, +mcguide01,1905,1,NYA,AL,72,228,9,50,7,2,0,33,3,,18,21,,5,3,, +mcintha01,1905,1,BRO,NL,45,138,16,34,6,0,1,11,2,,3,21,,1,3,, +mcintma01,1905,1,DET,AL,131,495,59,130,21,5,0,30,9,,48,49,,2,6,, +mertesa01,1905,1,NY1,NL,150,551,81,154,27,17,5,108,52,,56,51,,5,15,, +mitchfr01,1905,1,BRO,NL,27,79,4,15,0,0,0,8,0,,4,18,,1,1,, +mooreea01,1905,1,CLE,AL,31,96,7,10,1,0,0,3,0,,9,22,,0,1,, +moorege01,1905,1,PIT,NL,1,1,0,0,0,0,0,0,0,,0,1,,0,0,, +moranch01,1905,1,SLA,AL,27,82,6,16,1,0,0,5,3,,10,6,,1,7,, +moranpa01,1905,1,BSN,NL,85,267,22,64,11,5,2,22,3,,8,35,,3,1,, +morgacy01,1905,1,SLA,AL,13,31,1,8,1,0,0,5,1,,2,12,,0,0,, +mowremi01,1905,1,CIN,NL,7,30,4,8,1,0,0,6,0,,1,3,,0,0,, +mullige01,1905,1,DET,AL,47,135,15,35,4,0,0,12,4,,12,21,,0,3,, +mulliji01,1905,1,WS1,AL,50,163,18,31,7,6,0,13,5,,5,25,,0,6,, +munsore01,1905,1,PHI,NL,9,26,1,3,1,0,0,2,0,,0,3,,0,1,, +murchsi01,1905,1,SLN,NL,4,9,0,1,0,0,0,0,0,,0,2,,0,1,, +murphda02,1905,1,PHA,AL,151,537,71,149,34,4,6,71,23,,42,34,,8,21,, +murphda03,1905,1,BSN,NL,3,11,0,2,0,0,0,1,0,,0,4,,0,1,, +myersjo01,1905,1,PHA,AL,1,2,0,0,0,0,0,1,0,,0,0,,0,0,, +nealof01,1905,1,NY1,NL,4,13,0,0,0,0,0,0,0,,0,2,,0,0,, +needhto01,1905,1,BSN,NL,83,271,21,59,6,1,2,17,3,,24,36,,5,1,, +newtodo01,1905,1,NYA,AL,11,22,2,3,0,0,0,1,0,,1,9,,0,0,, +nichoki01,1905,1,SLN,NL,8,22,0,5,0,0,0,0,0,,0,6,,0,0,, +nichoki01,1905,2,PHI,NL,17,53,3,10,1,0,0,2,0,,2,17,,0,0,, +nillra01,1905,1,WS1,AL,103,319,46,58,7,3,3,31,12,,33,65,,5,16,, +odwelfr01,1905,1,CIN,NL,130,468,79,113,10,9,9,65,21,,26,55,,8,19,, +oldriru01,1905,1,NYA,AL,8,30,2,9,0,1,1,6,4,,2,4,,0,1,, +olearch01,1905,1,DET,AL,148,512,47,109,13,1,0,33,13,,29,29,,3,29,, +olmstha01,1905,1,BOS,AL,3,8,0,1,0,0,0,0,0,,1,0,,0,0,, +oneilja01,1905,1,CHN,NL,53,172,16,34,4,2,0,12,6,,8,23,,11,6,, +orthal01,1905,1,NYA,AL,55,131,13,24,3,1,1,8,2,,4,22,,1,3,, +overaor01,1905,1,CIN,NL,42,117,8,17,3,2,0,10,2,,5,28,,2,5,, +owenfr01,1905,1,CHA,AL,42,124,8,18,2,0,0,4,2,,5,26,,0,8,, +owensfr01,1905,1,BOS,AL,1,2,0,0,0,0,0,0,0,,0,0,,0,0,, +owensre01,1905,1,BRO,NL,43,168,14,36,6,2,1,20,1,,6,17,,0,5,, +paddedi01,1905,1,SLA,AL,16,58,5,10,1,1,0,4,3,,3,2,,0,1,, +parenfr01,1905,1,BOS,AL,153,602,55,141,16,5,0,33,25,,47,52,,6,35,, +patteca01,1905,1,WS1,AL,42,103,5,16,0,0,0,8,0,,5,32,,3,4,, +pattero01,1905,1,CHA,AL,13,30,2,8,2,0,0,1,0,,1,8,,0,1,, +peitzhe01,1905,1,PIT,NL,88,278,18,62,10,0,0,27,2,,24,25,,2,16,, +peltyba01,1905,1,SLA,AL,31,98,9,15,0,0,0,1,0,,2,21,,1,4,, +pfeffbi01,1905,1,CHN,NL,15,40,4,8,3,0,0,3,2,,0,10,,0,1,, +phelped01,1905,1,CIN,NL,44,156,18,36,5,3,0,18,4,,12,18,,5,3,, +phillde01,1905,1,PIT,NL,38,97,6,9,0,0,0,4,0,,8,21,,2,2,, +pittito01,1905,1,PHI,NL,46,122,9,19,0,0,0,6,1,,3,46,,1,12,, +planked01,1905,1,PHA,AL,41,126,12,29,3,0,0,5,0,,7,17,,1,2,, +powelja01,1905,1,NYA,AL,37,65,4,12,1,0,1,2,0,,4,12,,0,0,, +powelja01,1905,2,SLA,AL,3,10,1,1,0,0,0,0,0,,1,0,,0,0,, +powerdo01,1905,1,PHA,AL,21,60,6,10,0,0,0,5,2,,0,12,,1,2,, +powerdo01,1905,2,NYA,AL,11,33,3,6,1,0,0,2,0,,1,6,,0,0,, +powerdo01,1905,3,PHA,AL,19,61,2,8,0,0,0,5,2,,3,7,,0,4,, +puttmam01,1905,1,NYA,AL,18,32,3,10,1,2,0,2,0,,0,8,,0,0,, +raymefr01,1905,1,BSN,NL,137,498,26,105,14,2,0,31,15,,8,47,,6,10,, +reisldo01,1905,1,BRO,NL,2,1,0,0,0,0,0,0,0,,1,0,,0,0,, +reulbed01,1905,1,CHN,NL,35,110,6,14,0,0,0,7,0,,1,31,,0,2,, +rhoadbo01,1905,1,CLE,AL,33,95,10,21,4,3,1,11,2,,4,32,,0,3,, +rickebr01,1905,1,SLA,AL,1,3,0,0,0,0,0,0,0,,0,2,,0,0,, +risinpo01,1905,1,BOS,AL,11,29,2,3,1,1,0,2,0,,2,4,,0,1,, +ritchcl01,1905,1,PIT,NL,153,533,54,136,29,6,0,52,12,,51,29,,3,9,, +rittele01,1905,1,BRO,NL,92,311,32,68,10,5,1,28,16,,15,39,,0,8,, +robitch01,1905,1,PIT,NL,17,45,1,6,0,0,0,1,1,,0,5,,0,1,, +rockeik01,1905,1,SLA,AL,95,322,40,70,12,0,0,16,11,,46,35,,14,23,, +rohege01,1905,1,CHA,AL,34,113,14,24,1,0,1,12,2,,12,5,,4,4,, +rothfr01,1905,1,SLA,AL,35,107,9,25,3,0,0,7,1,,6,24,,0,2,, +rothgcl01,1905,1,WS1,AL,7,16,2,2,0,0,0,0,1,,0,0,,0,1,, +scanldo01,1905,1,BRO,NL,33,96,4,16,0,0,0,4,2,,3,17,,0,3,, +schaege01,1905,1,DET,AL,153,554,64,135,17,9,2,47,19,,45,91,,1,29,, +schlead01,1905,1,CIN,NL,99,314,32,71,8,3,1,36,9,,22,30,,4,9,, +schreos01,1905,1,PHA,AL,123,420,30,114,19,6,0,45,9,,3,24,,1,5,, +schulfr01,1905,1,CHN,NL,123,493,67,135,15,14,1,47,16,,32,39,,6,18,, +sebriji01,1905,1,CIN,NL,58,217,31,62,10,5,2,28,11,,14,18,,0,9,, +selbaki01,1905,1,BOS,AL,121,418,54,103,16,6,4,47,12,,67,28,,3,11,, +seyboso01,1905,1,PHA,AL,133,492,64,135,37,4,6,59,5,,42,41,,8,17,, +seymocy01,1905,1,CIN,NL,149,581,95,219,40,21,8,121,21,,51,29,,2,9,, +shannsp01,1905,1,SLN,NL,140,544,73,146,16,3,0,41,27,,47,51,,0,21,, +sharpbu01,1905,1,BSN,NL,46,170,8,31,3,2,0,11,0,,7,8,,0,3,, +shaugsh01,1905,1,WS1,AL,1,3,0,0,0,0,0,0,0,,0,2,,1,0,, +shayda01,1905,1,SLN,NL,78,281,30,67,12,1,0,28,11,,35,26,,4,4,, +sheage01,1905,1,SLN,NL,2,6,0,2,0,0,0,0,0,,0,1,,0,0,, +sheckji01,1905,1,BRO,NL,130,480,58,140,20,11,3,41,23,,61,55,,7,15,, +siegljo01,1905,1,CIN,NL,17,56,9,17,1,2,1,8,0,,7,10,,1,3,, +slaglji01,1905,1,CHN,NL,155,568,96,153,19,4,0,37,27,,97,54,,3,13,, +smithfr03,1905,1,CHA,AL,41,106,11,24,6,0,1,11,0,,7,30,,4,1,, +smithha03,1905,1,PIT,NL,1,3,0,0,0,0,0,1,1,,0,0,,0,1,, +smootho01,1905,1,SLN,NL,139,534,73,166,21,16,4,58,21,,33,61,,7,13,, +sparktu01,1905,1,PHI,NL,34,94,8,12,2,1,0,5,0,,4,21,,0,3,, +spenctu01,1905,1,SLA,AL,35,115,6,27,1,2,0,11,2,,7,15,,1,2,, +stahlch01,1905,1,BOS,AL,134,500,61,129,17,4,0,47,18,,50,51,,5,13,, +stahlja01,1905,1,WS1,AL,141,501,66,125,22,12,5,66,41,,28,95,,17,14,, +stanljo02,1905,1,WS1,AL,28,92,13,24,2,1,1,17,4,,7,20,,0,3,, +starrch01,1905,1,SLA,AL,26,97,9,20,0,0,0,6,0,,7,12,,0,5,, +steinha01,1905,1,CIN,NL,114,384,49,104,16,9,1,39,15,,30,34,,3,12,, +stonege01,1905,1,SLA,AL,154,632,76,187,25,13,7,52,26,,44,69,,5,10,, +stovage01,1905,1,CLE,AL,112,423,41,115,31,1,1,47,13,,13,50,,1,8,, +stransa01,1905,1,NY1,NL,111,294,51,76,9,4,3,29,23,,58,44,,5,12,, +streega01,1905,1,CIN,NL,2,2,0,0,0,0,0,0,0,,2,0,,0,0,, +streega01,1905,2,BSN,NL,3,12,0,2,0,0,0,0,1,,0,4,,0,0,, +streega01,1905,3,CIN,NL,29,91,8,23,5,1,0,8,1,,6,14,,1,0,, +stricel01,1905,1,BRO,NL,33,88,5,13,1,0,0,4,0,,6,21,,0,2,, +strobal01,1905,1,BSN,NL,5,19,1,2,0,0,0,2,0,,0,6,,0,2,, +sudhowi01,1905,1,SLA,AL,32,86,6,16,3,1,0,3,1,,7,15,,0,0,, +sugdejo01,1905,1,SLA,AL,90,266,21,46,4,0,0,23,3,,23,17,,3,10,, +sullibi03,1905,1,CHA,AL,98,323,25,65,10,3,2,26,14,,13,54,,3,10,, +sullide02,1905,1,WS1,AL,3,11,0,0,0,0,0,0,0,,1,6,,0,0,, +sullijo02,1905,1,DET,AL,13,32,4,5,0,0,0,4,0,,4,2,,0,6,, +sutthja01,1905,1,PHI,NL,13,25,1,2,1,0,0,0,0,,3,6,,0,1,, +tanneje01,1905,1,BOS,AL,37,93,11,21,2,0,1,12,1,,16,18,,0,2,, +tannele01,1905,1,CHA,AL,142,480,38,96,17,2,0,39,8,,45,68,,4,20,, +tatehu01,1905,1,WS1,AL,4,13,1,4,0,1,0,2,1,,0,1,,0,0,, +taylodu01,1905,1,NY1,NL,32,69,10,9,1,1,0,4,0,,4,14,,0,10,, +tayloja02,1905,1,SLN,NL,39,121,11,23,5,2,0,12,4,,8,15,,1,2,, +tennefr02,1905,1,BSN,NL,149,549,84,158,18,3,0,28,17,,67,47,,3,13,, +thielja01,1905,1,SLN,NL,34,91,16,21,1,5,0,8,1,,12,19,,1,2,, +thomafr01,1905,1,DET,AL,2,2,0,0,0,0,0,0,0,,0,0,,1,0,, +thomaro01,1905,1,PHI,NL,147,562,118,178,11,6,0,31,23,,93,52,,4,16,, +tinkejo01,1905,1,CHN,NL,149,547,70,135,18,8,2,66,31,,34,49,,1,29,, +titusjo01,1905,1,PHI,NL,147,548,99,169,36,14,2,89,11,,69,44,,12,6,, +townsha01,1905,1,WS1,AL,34,83,6,15,3,1,0,4,1,,5,32,,2,4,, +turnete01,1905,1,CLE,AL,155,586,49,155,16,14,4,72,17,,14,65,,6,15,, +unglabo01,1905,1,BOS,AL,43,121,18,27,5,1,0,11,2,,6,15,,0,7,, +vanzaik01,1905,1,SLA,AL,94,322,31,75,15,1,1,20,7,,7,48,,1,9,, +vinsoru01,1905,1,CLE,AL,39,134,12,26,3,1,0,9,4,,7,28,,2,5,, +volzja01,1905,1,BSN,NL,3,2,0,0,0,0,0,0,0,,0,0,,0,0,, +vowinri01,1905,1,CIN,NL,6,14,1,1,0,0,0,0,1,,3,1,,0,2,, +wadderu01,1905,1,PHA,AL,46,116,4,20,3,1,0,10,0,,4,34,,0,6,, +wagneho01,1905,1,PIT,NL,147,548,114,199,32,14,6,101,57,,54,53,,7,7,, +wakefho01,1905,1,CLE,AL,10,26,3,4,0,0,0,1,0,,0,8,,1,0,, +walketo01,1905,1,CIN,NL,23,51,8,7,0,1,0,1,1,,4,9,,0,2,, +wallabo01,1905,1,SLA,AL,156,587,67,159,25,9,1,59,13,,45,34,,1,8,, +wallaji01,1905,1,PIT,NL,7,29,3,6,1,0,0,3,2,,3,6,,0,2,, +walshed01,1905,1,CHA,AL,29,58,5,9,2,0,0,2,0,,4,20,,1,1,, +warnejo01,1905,1,SLN,NL,41,137,9,35,2,2,1,12,2,,6,5,,3,2,, +warnejo01,1905,2,DET,AL,36,119,12,24,2,3,0,7,2,,8,8,,0,1,, +washebu01,1905,1,PHI,NL,1,1,0,0,0,0,0,0,0,,0,1,,0,0,, +weavear01,1905,1,SLA,AL,28,92,5,11,2,1,0,3,0,,1,12,,0,2,, +weimeja01,1905,1,CHN,NL,33,92,8,19,1,1,0,6,0,,4,12,,0,1,, +westhi01,1905,1,CLE,AL,6,13,0,1,0,0,0,0,0,,0,4,,0,0,, +whitedo01,1905,1,CHA,AL,37,90,7,15,4,1,0,7,3,,4,23,,0,4,, +wickebo01,1905,1,CHN,NL,25,72,5,10,0,0,0,3,1,,4,9,,0,3,, +wiggsji01,1905,1,DET,AL,7,15,1,2,2,0,0,1,0,,0,10,,0,0,, +wilheka01,1905,1,BSN,NL,38,100,3,16,2,0,0,4,0,,1,21,,0,3,, +williji01,1905,1,NYA,AL,129,470,54,107,20,8,6,62,14,,50,46,,3,10,, +willivi01,1905,1,BSN,NL,43,131,12,20,4,0,0,4,0,,3,22,,0,2,, +wiltsho01,1905,1,NY1,NL,33,72,13,20,2,0,0,12,2,,12,6,,1,2,, +wintege01,1905,1,BOS,AL,35,92,12,24,0,0,0,5,4,,5,21,,1,0,, +wolfeba01,1905,1,WS1,AL,28,63,3,8,1,1,1,5,0,,1,17,,1,0,, +wolveha01,1905,1,BSN,NL,122,463,38,104,15,7,2,55,10,,23,21,,10,9,, +woodbo01,1905,1,DET,AL,8,24,1,2,1,0,0,0,0,,1,0,,0,0,, +yalead01,1905,1,BRO,NL,4,13,1,1,0,0,0,1,0,,1,2,,0,0,, +yeagejo01,1905,1,NYA,AL,115,401,54,107,16,7,0,42,8,,25,28,,13,10,, +youngcy01,1905,1,BOS,AL,38,120,8,18,2,1,2,10,0,,4,29,,0,2,, +youngir01,1905,1,BSN,NL,43,136,6,14,4,0,0,4,0,,1,46,,0,1,, +zearfda01,1905,1,SLN,NL,20,51,2,8,0,1,0,2,0,,4,5,,0,2,, +abstebi01,1906,1,PIT,NL,8,20,2,4,0,0,0,3,2,,0,1,,0,1,, +adamsba01,1906,1,SLN,NL,1,1,0,0,0,0,0,0,0,,0,1,,0,0,, +alperwh01,1906,1,BRO,NL,128,441,38,111,15,7,3,46,13,,6,38,,14,26,, +altizda01,1906,1,WS1,AL,115,433,56,111,9,5,1,27,37,,35,30,,8,17,, +altroni01,1906,1,CHA,AL,38,100,4,16,2,0,0,3,2,,8,15,,0,2,, +amesre01,1906,1,NY1,NL,31,61,2,4,0,0,0,0,0,,8,31,,0,1,, +anderjo01,1906,1,WS1,AL,151,583,62,158,25,4,3,70,39,,19,37,,2,3,, +armbrch01,1906,1,BOS,AL,72,201,9,29,6,1,0,6,2,,25,26,,1,4,, +armbrha01,1906,1,PHA,AL,91,265,40,63,6,3,2,24,13,,43,39,,4,18,, +arndtha01,1906,1,SLN,NL,69,256,30,69,7,9,2,26,5,,19,22,,0,4,, +barbeja01,1906,1,CLE,AL,42,129,8,25,5,3,0,12,5,,9,19,,2,3,, +bargecy01,1906,1,NYA,AL,2,3,0,1,0,0,0,0,0,,0,1,,0,0,, +barreji01,1906,1,CIN,NL,5,12,1,0,0,0,0,0,0,,2,2,,0,0,, +barryed01,1906,1,BOS,AL,3,9,2,1,1,0,0,0,0,,0,3,,0,0,, +barrysh01,1906,1,CIN,NL,73,279,38,80,10,5,1,33,11,,26,15,,3,11,, +barrysh01,1906,2,SLN,NL,62,237,26,59,9,1,0,12,6,,15,19,,2,5,, +bartlbi01,1906,1,PHA,AL,3,3,1,1,0,1,0,0,0,,0,0,,0,0,, +batchem01,1906,1,BRO,NL,59,203,23,52,7,6,0,11,3,,15,24,,1,7,, +batesjo02,1906,1,BSN,NL,140,504,52,127,21,5,6,54,9,,36,82,,10,9,, +bayha01,1906,1,CLE,AL,68,280,47,77,8,3,0,14,17,,26,24,,0,15,, +beaumgi01,1906,1,PIT,NL,80,310,48,82,9,3,2,32,1,,19,14,,2,18,, +becklja01,1906,1,SLN,NL,87,320,29,79,16,6,0,44,3,,13,19,,3,13,, +beebefr01,1906,1,CHN,NL,14,29,1,3,1,0,0,3,0,,1,6,,0,0,, +beebefr01,1906,2,SLN,NL,20,58,5,10,1,1,0,2,1,,2,12,,0,3,, +bemisha01,1906,1,CLE,AL,93,297,28,82,13,5,2,30,8,,12,31,,3,6,, +bendech01,1906,1,PHA,AL,44,99,9,25,4,0,3,13,2,,9,13,,3,2,, +bennepu01,1906,1,SLN,NL,153,595,66,156,16,7,1,34,20,,56,72,,8,21,, +bergebi01,1906,1,BRO,NL,103,353,9,56,3,3,0,19,2,,7,43,,0,12,, +bernhbi01,1906,1,CLE,AL,31,99,4,21,1,1,0,12,0,,7,30,,0,2,, +berrycl01,1906,1,PHA,AL,10,30,2,7,0,0,0,2,1,,2,7,,0,0,, +birmijo01,1906,1,CLE,AL,10,40,5,11,2,1,0,6,2,,1,2,,0,0,, +bowerfr01,1906,1,NY1,NL,92,285,23,65,7,3,1,42,5,,15,18,,3,7,, +bradlbi01,1906,1,CLE,AL,82,302,32,83,16,2,2,25,13,,18,20,,4,16,, +bradyki01,1906,1,PIT,NL,3,10,1,1,0,0,0,0,0,,0,2,,0,0,, +brainda01,1906,1,BSN,NL,139,525,43,131,19,5,5,45,11,,29,47,,3,17,, +branski01,1906,1,PHI,NL,140,524,47,144,28,5,1,60,12,,16,45,,3,13,, +bresnro01,1906,1,NY1,NL,124,405,69,114,22,4,0,43,25,,81,43,,15,5,, +bridwal01,1906,1,BSN,NL,120,459,41,104,9,1,0,22,6,,44,27,,2,13,, +broutar01,1906,1,PHA,AL,37,144,18,30,5,1,0,14,4,,5,17,,1,10,, +brownbu01,1906,1,SLN,NL,32,85,4,14,3,0,1,4,0,,4,23,,0,6,, +brownge01,1906,1,NY1,NL,122,477,61,126,10,4,0,38,32,,27,58,,0,25,, +brownmo01,1906,1,CHN,NL,36,98,11,20,1,0,0,4,0,,6,16,,0,5,, +brownsa01,1906,1,BSN,NL,71,231,12,48,6,1,0,20,4,,13,22,,4,8,, +buelofr01,1906,1,CLE,AL,34,86,7,14,2,0,0,7,0,,9,6,,1,5,, +burchal01,1906,1,SLN,NL,91,335,40,89,5,1,0,11,15,,37,58,,0,9,, +burkefr01,1906,1,NY1,NL,8,9,2,3,1,1,0,1,1,,1,3,,0,0,, +butlejo01,1906,1,BRO,NL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +byrneji01,1906,1,PHA,AL,10,23,2,4,0,1,0,0,0,,0,0,,0,0,, +caffybe01,1906,1,CLE,AL,30,103,16,20,4,0,0,3,2,,12,11,,2,1,, +camerja01,1906,1,BSN,NL,18,61,3,11,0,0,0,4,0,,2,12,,0,0,, +camniho01,1906,1,PIT,NL,2,3,0,0,0,0,0,0,0,,0,0,,0,0,, +carisfr01,1906,1,PIT,NL,4,12,0,1,0,0,0,0,1,,1,4,,0,0,, +carrch01,1906,1,CIN,NL,22,94,9,18,2,3,0,10,0,,2,12,,1,1,, +carribi02,1906,1,BOS,AL,37,109,5,23,0,0,0,10,3,,5,14,,1,3,, +casech01,1906,1,PIT,NL,2,2,2,1,0,0,0,0,0,,1,0,,0,0,, +caseydo01,1906,1,BRO,NL,149,571,71,133,17,8,0,34,22,,52,51,,8,17,, +chadbch01,1906,1,BOS,AL,11,43,7,13,1,0,0,3,1,,3,3,,0,1,, +chancfr01,1906,1,CHN,NL,136,474,103,151,24,10,3,71,57,,70,31,,12,18,, +chaseha01,1906,1,NYA,AL,151,597,84,193,23,10,0,76,28,,13,48,,3,24,, +chechch01,1906,1,CIN,NL,11,25,3,5,0,1,0,2,0,,3,3,,0,0,, +chesbja01,1906,1,NYA,AL,49,125,10,26,2,1,1,4,0,,1,34,,0,0,, +clarkfr01,1906,1,PIT,NL,118,417,69,129,14,13,1,39,18,,40,25,,1,20,, +clarkni01,1906,1,CLE,AL,57,179,22,64,12,4,1,21,3,,13,18,,1,2,, +clarkwa01,1906,1,NYA,AL,32,51,3,8,2,2,0,4,0,,0,7,,0,3,, +clymeot01,1906,1,PIT,NL,11,45,7,11,0,1,0,1,1,,3,2,,0,1,, +coaklan01,1906,1,PHA,AL,22,49,4,7,0,0,0,1,0,,4,19,,0,2,, +cobbty01,1906,1,DET,AL,98,358,45,113,15,5,1,41,23,,19,40,,3,14,, +collied01,1906,1,PHA,AL,6,15,2,3,0,0,0,0,1,,0,3,,0,3,, +colliji01,1906,1,BOS,AL,37,142,17,39,8,4,1,16,1,,4,7,,0,2,, +congabu01,1906,1,CLE,AL,117,419,51,134,13,5,3,50,12,,24,23,,3,24,, +connafr01,1906,1,BSN,NL,12,44,3,9,0,0,0,1,1,,3,9,,1,0,, +conrowi01,1906,1,NYA,AL,148,567,67,139,17,10,4,54,32,,47,67,,0,18,, +coombja01,1906,1,PHA,AL,24,67,9,16,2,0,0,3,2,,1,15,,1,1,, +corcoto01,1906,1,CIN,NL,117,430,29,89,13,1,1,33,8,,19,27,,1,10,, +coughbi01,1906,1,DET,AL,147,498,54,117,15,5,2,60,31,,36,45,,5,36,, +courter01,1906,1,PHI,NL,116,398,53,94,12,2,0,42,6,,45,27,,1,5,, +crawffo01,1906,1,SLN,NL,45,145,8,30,3,1,0,11,1,,7,24,,1,4,, +crawfsa01,1906,1,DET,AL,145,563,65,166,25,16,2,66,24,,38,20,,1,8,, +crigelo01,1906,1,BOS,AL,7,17,0,3,1,0,0,1,1,,1,4,,0,1,, +cristch01,1906,1,PHI,NL,6,11,1,0,0,0,0,0,0,,0,4,,1,0,, +crossla01,1906,1,WS1,AL,130,494,55,130,14,6,1,46,19,,28,16,,0,16,, +crossmo01,1906,1,PHA,AL,134,445,32,89,23,3,1,40,22,,50,89,,7,23,, +cunnimi01,1906,1,PHA,AL,6,12,0,4,0,0,0,1,0,,0,0,,0,0,, +dahlebi01,1906,1,NY1,NL,143,471,63,113,18,3,1,49,16,,76,48,,10,8,, +davisge01,1906,1,CHA,AL,133,484,63,134,26,6,0,80,27,,41,53,,4,12,, +davisha01,1906,1,PHA,AL,145,551,94,161,42,7,12,96,23,,49,59,,5,9,, +dealsn01,1906,1,CIN,NL,65,231,13,48,4,3,0,21,15,,6,28,,0,6,, +degroru01,1906,1,SLN,NL,1,4,1,0,0,0,0,0,0,,0,2,,0,0,, +delahfr01,1906,1,NYA,AL,92,307,37,73,11,8,2,41,11,,16,21,,3,15,, +delahji01,1906,1,CIN,NL,115,379,63,106,21,4,1,39,21,,45,32,,10,12,, +devliar01,1906,1,NY1,NL,148,498,76,149,23,8,2,65,54,,74,48,,6,13,, +diehler01,1906,1,BSN,NL,3,11,1,5,0,1,0,0,0,,0,0,,0,0,, +dinnebi01,1906,1,BOS,AL,28,63,5,7,0,1,0,2,2,,8,21,,1,3,, +dolanco01,1906,1,BSN,NL,152,549,54,136,20,4,0,39,17,,55,57,,2,13,, +donahji02,1906,1,CHA,AL,154,556,70,143,17,7,1,57,36,,48,25,,3,36,, +donahre01,1906,1,DET,AL,29,81,2,10,0,1,0,2,0,,3,25,,0,5,, +donlimi01,1906,1,NY1,NL,37,121,15,38,5,1,1,14,9,,11,10,,0,5,, +donovbi01,1906,1,DET,AL,28,91,5,11,0,1,0,2,6,,1,32,,0,4,, +donovje01,1906,1,PHI,NL,61,166,11,33,4,0,0,15,2,,6,14,,2,3,, +donovpa01,1906,1,BRO,NL,7,21,1,5,0,0,0,0,0,,0,2,,0,0,, +dooinre01,1906,1,PHI,NL,113,351,25,86,19,1,0,32,15,,13,50,,1,9,, +doolami01,1906,1,PHI,NL,154,535,41,123,19,7,1,55,16,,27,61,,2,22,, +doranto01,1906,1,BOS,AL,2,3,1,0,0,0,0,0,0,,0,0,,0,0,, +dornegu01,1906,1,CIN,NL,2,5,0,0,0,0,0,0,0,,0,1,,0,0,, +dornegu01,1906,2,BSN,NL,34,100,5,14,0,0,0,1,1,,2,30,,0,5,, +doschja01,1906,1,BRO,NL,2,5,0,0,0,0,0,0,0,,0,1,,0,0,, +doughpa01,1906,1,NYA,AL,12,52,3,10,2,0,0,4,0,,0,4,,0,0,, +doughpa01,1906,2,CHA,AL,75,253,30,59,9,4,1,27,11,,19,26,,3,13,, +doylesl01,1906,1,NYA,AL,9,14,1,3,0,0,0,3,0,,0,4,,0,0,, +druhoca01,1906,1,CIN,NL,4,9,2,2,0,0,0,0,0,,1,1,,0,0,, +druhoca01,1906,2,SLN,NL,15,56,6,13,1,0,0,2,0,,0,6,,0,1,, +duffpa01,1906,1,WS1,AL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +duffyhu01,1906,1,PHI,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +dugglbi01,1906,1,PHI,NL,43,99,7,14,3,0,2,12,0,,0,37,,0,1,, +dundogu01,1906,1,CHA,AL,33,96,7,13,1,0,0,4,4,,11,13,,0,2,, +dygerji01,1906,1,PHA,AL,35,74,4,13,2,1,1,2,0,,1,21,,0,2,, +easonma01,1906,1,BRO,NL,37,88,5,8,2,0,0,1,0,,4,22,,0,1,, +edmonbo01,1906,1,WS1,AL,3,3,1,1,0,0,0,0,0,,0,0,,0,0,, +eellsha01,1906,1,CLE,AL,14,32,2,6,2,0,0,1,0,,2,17,,1,0,, +eganwi01,1906,1,SLN,NL,16,29,0,2,0,0,0,1,0,,2,9,,0,1,, +elberki01,1906,1,NYA,AL,99,346,59,106,11,5,2,31,19,,30,19,,10,7,, +essicbi01,1906,1,CIN,NL,6,13,1,1,0,0,0,1,1,,1,2,,0,2,, +eubanjo01,1906,1,DET,AL,28,63,8,13,1,1,0,1,1,,0,14,,1,2,, +eversjo01,1906,1,CHN,NL,154,533,65,136,17,6,1,51,49,,36,24,,2,24,, +ewingbo01,1906,1,CIN,NL,33,101,5,14,0,0,1,5,0,,3,11,,0,1,, +falkecy01,1906,1,WS1,AL,40,106,11,18,3,2,1,12,1,,6,29,,0,4,, +ferguge01,1906,1,NY1,NL,22,15,2,5,2,0,0,2,1,,1,4,,0,0,, +ferriho01,1906,1,BOS,AL,130,495,47,121,25,13,2,44,8,,10,67,,2,11,, +fetzewi01,1906,1,PHA,AL,1,1,0,0,0,0,0,0,0,,0,1,,0,0,, +fienelo01,1906,1,CHA,AL,6,10,0,2,1,0,0,1,0,,0,1,,0,0,, +fitzgma01,1906,1,NY1,NL,4,6,2,4,0,0,0,2,1,,0,0,,0,1,, +flickel01,1906,1,CLE,AL,157,624,98,194,34,22,1,62,39,,54,65,,7,15,, +frasech01,1906,1,CIN,NL,31,82,4,14,1,1,0,6,0,,2,22,,0,4,, +freembu01,1906,1,BOS,AL,121,392,42,98,18,9,1,30,5,,28,43,,1,15,, +frommar01,1906,1,SLN,NL,3,9,1,2,0,0,0,1,0,,0,4,,0,0,, +ganlebo01,1906,1,PIT,NL,137,511,63,132,7,6,0,31,19,,41,34,,2,35,, +gessldo01,1906,1,BRO,NL,9,33,3,8,1,2,0,4,3,,3,2,,1,0,, +gessldo01,1906,2,CHN,NL,34,83,8,21,3,0,0,10,4,,12,12,,1,3,, +gibsoge01,1906,1,PIT,NL,81,259,8,46,6,1,0,20,1,,16,31,,0,7,, +gibsono01,1906,1,BOS,AL,5,5,0,1,0,0,0,0,0,,1,1,,0,0,, +gilbebi02,1906,1,NY1,NL,104,307,44,71,6,1,0,27,22,,42,32,,9,14,, +gladefr01,1906,1,SLA,AL,35,95,5,13,3,0,0,5,0,,2,32,,0,2,, +glazera01,1906,1,BOS,AL,22,55,4,10,4,0,0,6,0,,3,16,,0,1,, +gleaski01,1906,1,PHI,NL,135,494,47,112,17,2,0,34,17,,36,29,,1,31,, +godwijo01,1906,1,BOS,AL,66,193,11,36,2,1,0,15,6,,6,41,,1,9,, +goodge01,1906,1,BSN,NL,34,119,4,18,0,0,0,0,2,,13,29,,2,1,, +goodwcl01,1906,1,WS1,AL,4,5,0,1,0,0,0,0,0,,0,0,,0,1,, +gradymi01,1906,1,SLN,NL,97,280,33,70,11,3,2,27,5,,48,32,,5,6,, +grahach01,1906,1,BOS,AL,30,90,10,21,1,0,1,12,1,,10,12,,3,1,, +griffcl01,1906,1,NYA,AL,17,18,0,2,0,0,0,1,0,,3,4,,0,2,, +grimsmy01,1906,1,BOS,AL,110,428,46,124,16,12,0,48,5,,23,31,,4,8,, +haffole01,1906,1,CIN,NL,3,9,1,2,0,0,0,1,1,,0,4,,0,0,, +hahned01,1906,1,NYA,AL,11,22,2,2,1,0,0,1,2,,3,2,,2,2,, +hahned01,1906,2,CHA,AL,130,484,80,110,7,5,0,27,21,,69,30,,9,14,, +hahnno01,1906,1,NYA,AL,6,12,3,4,0,0,0,1,0,,3,4,,0,0,, +hallch02,1906,1,CIN,NL,17,47,7,6,2,0,0,2,0,,2,12,,0,1,, +hallmbi02,1906,1,PIT,NL,23,89,12,24,3,1,1,6,3,,15,12,,0,1,, +hannija01,1906,1,PHA,AL,1,1,0,1,0,0,0,0,0,,0,0,,0,0,, +hannija01,1906,2,NY1,NL,10,30,4,6,0,1,0,3,1,,2,4,,0,1,, +hardyha01,1906,1,WS1,AL,5,6,1,0,0,0,0,0,0,,0,1,,0,0,, +harpeja01,1906,1,CIN,NL,5,11,1,3,0,0,0,2,0,,3,2,,0,1,, +harpeja01,1906,2,CHN,NL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +harrijo02,1906,1,BOS,AL,30,81,2,13,2,0,0,6,0,,3,24,,0,1,, +harthu01,1906,1,CHA,AL,17,37,1,6,0,0,0,0,0,,2,5,,0,1,, +hartsto01,1906,1,PHA,AL,144,533,96,136,21,9,1,30,31,,88,55,,2,9,, +hartzro01,1906,1,SLA,AL,113,404,43,86,7,0,0,24,21,,19,45,,10,10,, +haydeja01,1906,1,BOS,AL,85,322,22,80,6,4,1,14,6,,17,32,,3,10,, +hemphch01,1906,1,SLA,AL,154,585,90,169,19,12,4,62,33,,43,71,,0,18,, +hemphfr01,1906,1,CHA,AL,13,40,0,3,0,0,0,2,1,,9,5,,2,1,, +hessot01,1906,1,CLE,AL,53,154,13,31,5,2,0,11,1,,2,53,,0,1,, +hetligu01,1906,1,DET,AL,2,7,0,1,0,0,0,0,0,,0,1,,0,0,, +heydomi01,1906,1,WS1,AL,49,145,14,23,7,1,0,10,2,,14,16,,1,1,, +hickmch01,1906,1,WS1,AL,120,451,53,128,25,5,9,57,9,,14,64,,4,8,, +higgiir01,1906,1,SLN,NL,7,18,2,4,0,0,0,0,0,,1,2,,0,0,, +hilleho01,1906,1,PIT,NL,7,21,1,5,1,0,0,3,0,,1,1,,0,0,, +himesja01,1906,1,SLN,NL,40,155,10,42,5,2,0,14,4,,7,22,,1,4,, +hinchbi01,1906,1,CIN,NL,18,54,7,11,1,1,0,1,2,,8,11,,0,2,, +hoelsar01,1906,1,SLN,NL,94,317,21,71,6,3,0,14,2,,4,35,,2,7,, +hoeyja01,1906,1,BOS,AL,94,361,27,88,8,4,0,24,10,,14,44,,1,13,, +hoffmda01,1906,1,PHA,AL,7,22,4,5,0,0,0,0,1,,3,5,,0,4,, +hoffmda01,1906,2,NYA,AL,100,320,34,82,10,6,0,23,32,,27,73,,2,10,, +hofmaso01,1906,1,CHN,NL,64,195,30,50,2,3,2,20,13,,20,11,,0,6,, +hoggbi01,1906,1,NYA,AL,28,72,8,9,1,0,0,3,1,,1,18,,0,5,, +hollyed01,1906,1,SLN,NL,10,34,1,2,0,0,0,7,0,,5,7,,0,1,, +holmedu02,1906,1,SLN,NL,9,27,2,5,0,0,0,2,0,,2,4,,1,0,, +holmeji01,1906,1,PHA,AL,3,5,1,3,0,0,0,0,0,,0,1,,0,0,, +howarde01,1906,1,BSN,NL,147,545,46,142,19,8,1,54,17,,26,47,,10,10,, +howelha01,1906,1,SLA,AL,35,103,5,13,3,1,0,6,2,,6,14,,0,3,, +huggimi01,1906,1,CIN,NL,146,545,81,159,11,7,0,26,41,,71,40,,3,21,, +hugheed01,1906,1,BOS,AL,2,3,0,0,0,0,0,0,0,,0,0,,0,0,, +hugheto01,1906,1,WS1,AL,30,66,7,14,1,2,1,4,0,,3,12,,0,2,, +hugheto02,1906,1,NYA,AL,3,5,0,1,0,1,0,0,0,,0,2,,0,0,, +hummejo01,1906,1,BRO,NL,97,286,20,57,6,4,1,21,10,,36,51,,0,4,, +hustoha01,1906,1,PHI,NL,2,4,0,0,0,0,0,0,0,,1,1,,0,0,, +isbelfr01,1906,1,CHA,AL,143,549,71,153,18,11,0,57,37,,30,34,,7,31,, +jacksji01,1906,1,CLE,AL,105,374,44,80,13,2,0,38,25,,38,37,,2,14,, +jacobbe01,1906,1,SLA,AL,24,55,2,5,1,0,0,2,0,,1,17,,0,1,, +jonesch03,1906,1,WS1,AL,131,497,56,120,11,11,3,42,34,,24,75,,5,20,, +jonesda01,1906,1,DET,AL,84,323,41,84,12,2,0,23,21,,41,24,,2,2,, +jonesfi01,1906,1,CHA,AL,144,496,77,114,22,4,2,34,26,,83,37,,5,30,, +jonesto01,1906,1,SLA,AL,144,539,51,136,22,6,0,30,27,,24,28,,5,40,, +jordati01,1906,1,BRO,NL,129,450,67,118,20,8,12,78,16,,59,75,,3,10,, +jossad01,1906,1,CLE,AL,36,100,4,21,2,0,0,6,3,,7,19,,1,10,, +judefr01,1906,1,CIN,NL,80,308,31,64,6,4,1,31,7,,16,35,,6,6,, +kaneha01,1906,1,PHI,NL,6,8,0,0,0,0,0,0,0,,1,1,,0,1,, +kargeed01,1906,1,PIT,NL,6,11,1,1,1,0,0,2,0,,0,2,,0,0,, +kargeed01,1906,2,SLN,NL,25,73,2,17,3,1,1,3,0,,1,3,,0,0,, +keelewi01,1906,1,NYA,AL,152,592,96,180,8,3,2,33,23,,40,5,,5,35,, +kellejo01,1906,1,CIN,NL,129,465,43,106,19,11,1,53,9,,44,27,,4,27,, +killied01,1906,1,DET,AL,21,53,7,9,2,0,0,5,0,,2,13,,0,3,, +kitsofr01,1906,1,WS1,AL,33,90,9,22,4,4,1,12,1,,8,16,,0,0,, +kittrma01,1906,1,WS1,AL,22,68,5,13,0,0,0,3,0,,1,4,,0,2,, +kittrma01,1906,2,CLE,AL,5,10,0,1,0,0,0,0,0,,0,1,,0,0,, +kleinre01,1906,1,NYA,AL,96,268,30,59,9,3,0,31,8,,24,28,,1,13,, +klingjo01,1906,1,CHN,NL,107,343,45,107,15,8,2,46,14,,23,30,,1,8,, +knighjo02,1906,1,PHA,AL,74,253,29,49,7,2,3,20,6,,19,63,,0,5,, +knollhu01,1906,1,BRO,NL,2,1,0,1,1,0,0,0,0,,0,0,,0,1,, +koehlbe01,1906,1,SLA,AL,66,186,27,41,1,1,0,15,9,,24,29,,4,5,, +krohru01,1906,1,BOS,AL,1,3,0,0,0,0,0,0,0,,0,0,,0,0,, +lajoina01,1906,1,CLE,AL,152,602,88,214,48,9,0,91,20,,30,19,,6,17,, +laporfr01,1906,1,NYA,AL,123,454,60,120,23,9,2,54,10,,22,57,,1,6,, +leachto01,1906,1,PIT,NL,133,476,66,136,10,7,1,39,21,,33,19,,1,16,, +leevesa01,1906,1,PIT,NL,36,95,9,20,1,1,0,5,0,,5,12,,1,1,, +leifile01,1906,1,PIT,NL,37,88,6,11,0,0,0,3,1,,6,16,,0,4,, +lennoed01,1906,1,PHA,AL,6,17,1,1,1,0,0,0,0,,1,3,,0,1,, +leroylo01,1906,1,NYA,AL,11,14,1,2,0,0,0,1,0,,0,2,,0,1,, +lewisph01,1906,1,BRO,NL,136,452,40,110,8,4,0,37,14,,43,34,,0,18,, +liebhgl01,1906,1,CLE,AL,2,8,1,0,0,0,0,0,0,,0,2,,0,0,, +lindavi01,1906,1,BSN,NL,39,106,9,14,2,1,0,3,1,,9,33,,0,3,, +lindsch01,1906,1,DET,AL,141,499,59,112,16,2,0,36,18,,45,50,,3,25,, +livinpa01,1906,1,CIN,NL,50,139,8,22,1,4,0,8,0,,12,23,,7,5,, +loberha01,1906,1,CIN,NL,79,268,39,83,5,5,0,19,20,,19,25,,5,13,, +lordbr01,1906,1,PHA,AL,118,434,50,101,13,7,1,44,12,,27,73,,2,29,, +lowebo01,1906,1,DET,AL,41,145,11,30,3,0,1,13,3,,4,16,,1,3,, +lumleha01,1906,1,BRO,NL,133,484,72,157,23,12,9,61,35,,48,74,,1,21,, +lundgca01,1906,1,CHN,NL,28,67,4,12,3,0,0,2,0,,9,22,,0,6,, +lushjo01,1906,1,PHI,NL,76,212,28,56,7,1,0,15,6,,14,35,,0,0,, +lynchmi02,1906,1,PIT,NL,18,39,2,8,0,0,0,0,0,,1,5,,0,4,, +maddeto01,1906,1,BSN,NL,4,15,1,4,0,0,0,0,0,,1,2,,0,0,, +mageesh01,1906,1,PHI,NL,154,563,77,159,36,8,6,67,55,,52,59,,5,10,, +malonbi01,1906,1,BRO,NL,151,566,71,125,15,7,0,32,38,,49,116,,3,17,, +mansklo01,1906,1,PIT,NL,2,4,0,0,0,0,0,0,0,,0,0,,0,0,, +marshdo01,1906,1,NY1,NL,38,102,8,17,3,2,0,7,7,,7,17,,2,2,, +marshdo01,1906,2,SLN,NL,39,123,6,34,4,1,0,10,1,,6,15,,1,1,, +marshjo01,1906,1,SLN,NL,33,95,2,15,1,2,0,7,0,,6,17,,1,0,, +masonde01,1906,1,CIN,NL,2,5,0,0,0,0,0,0,0,,0,0,,0,0,, +mathech01,1906,1,NY1,NL,38,91,6,24,4,1,0,14,0,,9,16,,0,3,, +mathehe01,1906,1,NY1,NL,2,2,0,0,0,0,0,0,0,,0,0,,0,1,, +maxwebe01,1906,1,PIT,NL,1,3,0,0,0,0,0,0,0,,0,3,,0,0,, +mcbrige01,1906,1,SLN,NL,90,313,24,53,8,2,0,13,5,,17,80,,1,7,, +mccarbi02,1906,1,BSN,NL,1,1,0,0,0,0,0,2,0,,0,0,,0,0,, +mccarja01,1906,1,BRO,NL,91,322,23,98,13,1,0,35,9,,20,20,,1,10,, +mccarjo02,1906,1,SLN,NL,15,37,3,9,2,0,0,2,0,,2,4,,0,0,, +mcclojo01,1906,1,PHI,NL,9,15,2,3,1,0,0,1,0,,0,3,,0,0,, +mcfarch02,1906,1,SLN,NL,6,15,1,2,0,0,0,0,0,,0,1,,0,0,, +mcfarch02,1906,2,PIT,NL,6,13,0,5,0,0,0,1,0,,0,1,,0,0,, +mcfarch02,1906,3,BRO,NL,1,3,1,0,0,0,0,0,0,,0,0,,0,0,, +mcfared01,1906,1,CHA,AL,12,23,0,4,1,0,0,3,0,,3,1,,0,3,, +mcganda01,1906,1,NY1,NL,134,451,62,107,14,8,0,37,30,,60,29,,13,21,, +mcginjo01,1906,1,NY1,NL,45,115,3,15,1,1,0,8,0,,3,18,,2,12,, +mcglyst01,1906,1,SLN,NL,6,17,0,1,0,0,0,1,0,,1,1,,0,0,, +mcgrajo01,1906,1,NY1,NL,4,2,0,0,0,0,0,0,0,,1,0,,0,0,, +mcguide01,1906,1,NYA,AL,51,144,11,43,5,0,0,14,3,,12,17,,3,0,, +mcilvir01,1906,1,PIT,NL,5,5,1,2,0,0,0,0,0,,0,1,,0,0,, +mcintha01,1906,1,BRO,NL,45,103,5,18,1,1,0,3,0,,6,22,,1,1,, +mcintma01,1906,1,DET,AL,133,493,63,128,19,11,0,39,29,,56,51,,2,8,, +mcleala01,1906,1,CIN,NL,12,35,3,7,2,0,0,2,0,,4,0,,0,0,, +meierdu01,1906,1,PIT,NL,82,273,32,70,11,4,0,16,4,,13,21,,3,5,, +mertesa01,1906,1,NY1,NL,71,253,37,60,9,6,1,33,21,,29,32,,3,6,, +mertesa01,1906,2,SLN,NL,53,191,20,47,7,4,0,19,10,,16,26,,0,9,, +mooreea01,1906,1,CLE,AL,5,10,0,0,0,0,0,0,0,,0,7,,0,0,, +moranpa01,1906,1,CHN,NL,70,226,22,57,13,1,0,35,6,,7,32,,2,8,, +morgare01,1906,1,BOS,AL,88,307,20,66,6,3,1,21,7,,16,54,,7,10,, +moriage02,1906,1,NYA,AL,65,197,22,46,7,7,0,23,8,,17,24,,1,14,, +moronji01,1906,1,BSN,NL,3,10,2,1,0,0,0,0,0,,0,5,,0,0,, +moserwa01,1906,1,PHI,NL,6,14,0,0,0,0,0,0,0,,0,3,,0,0,, +mowremi01,1906,1,CIN,NL,21,53,3,17,3,0,0,6,2,,5,10,,0,0,, +mullige01,1906,1,DET,AL,50,142,13,32,6,4,0,8,2,,4,17,,0,1,, +murphda02,1906,1,PHA,AL,119,448,48,135,28,6,2,60,17,,21,19,,6,11,, +murrare01,1906,1,SLN,NL,46,144,18,37,9,7,1,16,5,,9,17,,1,0,, +nealoji01,1906,1,PIT,NL,154,556,82,142,21,12,3,83,15,,53,63,,6,21,, +needhto01,1906,1,BSN,NL,83,285,11,54,8,2,1,12,3,,13,25,,2,2,, +newtodo01,1906,1,NYA,AL,21,41,4,9,0,0,0,5,0,,1,13,,0,1,, +nichoki01,1906,1,PHI,NL,4,3,0,0,0,0,0,0,0,,0,0,,0,0,, +nichosi01,1906,1,PHA,AL,12,44,1,8,1,0,0,1,0,,3,4,,0,0,, +nilesha01,1906,1,SLA,AL,142,541,71,124,14,4,2,31,30,,46,59,,6,15,, +nillra01,1906,1,WS1,AL,89,315,37,74,8,2,0,15,16,,47,55,,3,10,, +noonape01,1906,1,CHN,NL,5,3,0,1,0,0,0,0,0,,0,1,,0,0,, +noonape01,1906,2,SLN,NL,44,125,8,21,1,3,1,9,1,,11,15,,0,6,, +nordylo01,1906,1,SLA,AL,25,53,4,13,1,0,0,7,3,,10,9,,0,1,, +oberlfr01,1906,1,BOS,AL,4,13,1,2,1,0,0,0,0,,1,4,,0,0,, +obriepe02,1906,1,SLA,AL,151,524,44,122,9,4,2,57,25,,42,67,,3,17,, +oconnja01,1906,1,SLA,AL,55,174,8,33,0,0,0,11,4,,2,7,,0,8,, +odwelfr01,1906,1,CIN,NL,58,202,20,45,5,4,0,21,11,,15,29,,3,9,, +oharato01,1906,1,SLN,NL,14,53,8,16,1,0,0,0,3,,3,5,,0,1,, +oldriru01,1906,1,PHA,AL,59,174,15,42,10,1,0,19,7,,2,20,,3,1,, +olearch01,1906,1,DET,AL,128,443,34,97,13,2,2,41,8,,17,35,,3,26,, +oneilbi01,1906,1,CHA,AL,94,330,37,82,4,1,1,21,19,,22,27,,3,12,, +oneilja01,1906,1,BSN,NL,61,167,14,30,5,1,0,4,0,,12,36,,2,5,, +orthal01,1906,1,NYA,AL,47,135,12,37,2,2,1,17,2,,6,8,,0,3,, +overaor01,1906,1,CIN,NL,13,31,4,6,2,0,0,1,0,,0,5,,0,0,, +overaor01,1906,2,CHN,NL,18,53,6,9,1,0,0,3,1,,2,13,,0,3,, +owenfr01,1906,1,CHA,AL,42,103,7,14,4,0,0,7,0,,8,27,,1,5,, +parenfr01,1906,1,BOS,AL,149,600,67,141,14,10,1,49,16,,31,40,,4,18,, +pastoji01,1906,1,BRO,NL,29,71,6,10,2,1,0,5,0,,4,13,,0,5,, +patteca01,1906,1,WS1,AL,38,94,5,11,0,0,1,2,1,,3,37,,1,1,, +pattero01,1906,1,CHA,AL,21,49,4,3,2,0,0,1,1,,0,9,,0,4,, +paynefr01,1906,1,DET,AL,72,222,24,60,5,5,0,22,4,,13,23,,2,7,, +peitzhe01,1906,1,PIT,NL,40,125,13,30,8,0,0,20,1,,13,7,,2,3,, +peltyba01,1906,1,SLA,AL,34,91,3,15,0,0,0,4,0,,3,7,,0,3,, +peterbo01,1906,1,BOS,AL,39,118,10,24,1,1,1,9,1,,11,23,,1,0,, +pfeffbi01,1906,1,BSN,NL,60,158,10,31,3,3,1,11,2,,5,29,,7,2,, +pfiesja01,1906,1,CHN,NL,31,84,5,4,0,0,0,1,0,,3,34,,1,2,, +phelped01,1906,1,CIN,NL,12,40,3,11,0,2,1,5,2,,3,6,,0,3,, +phelped01,1906,2,PIT,NL,43,118,9,28,3,1,0,12,1,,9,11,,2,2,, +phillde01,1906,1,PIT,NL,33,82,5,20,2,0,0,6,0,,3,15,,1,0,, +phylebi01,1906,1,SLN,NL,22,73,6,13,3,1,0,4,2,,5,12,,0,1,, +pittito01,1906,1,PHI,NL,20,44,5,4,1,0,0,0,0,,3,14,,2,1,, +planked01,1906,1,PHA,AL,26,73,6,17,0,1,0,6,0,,3,12,,1,5,, +powelja01,1906,1,SLA,AL,28,91,5,21,2,0,1,8,0,,4,17,,0,2,, +powerdo01,1906,1,PHA,AL,58,185,5,29,1,0,0,7,2,,1,42,,2,4,, +puttmam01,1906,1,SLN,NL,4,6,1,2,0,0,0,0,0,,0,2,,0,0,, +quillle01,1906,1,CHA,AL,4,9,1,3,0,0,0,0,1,,0,0,,0,1,, +raubto01,1906,1,SLN,NL,24,78,9,22,2,4,0,2,2,,4,4,,1,0,, +reardph01,1906,1,BRO,NL,5,14,0,1,0,0,0,0,0,,0,2,,1,0,, +reulbed01,1906,1,CHN,NL,34,83,4,13,0,0,0,4,0,,2,25,,0,6,, +rhoadbo01,1906,1,CLE,AL,38,118,6,19,1,0,0,6,0,,5,36,,0,6,, +rhodech01,1906,1,SLN,NL,9,16,0,3,0,0,0,1,0,,0,9,,0,0,, +richile01,1906,1,PHI,NL,33,60,1,3,1,1,0,4,0,,7,15,,0,1,, +rickebr01,1906,1,SLA,AL,65,201,22,57,7,3,3,24,4,,16,26,,3,3,, +ritchcl01,1906,1,PIT,NL,152,484,46,130,21,5,1,62,6,,68,25,,9,25,, +rittele01,1906,1,BRO,NL,73,226,22,47,1,3,0,15,6,,16,20,,1,7,, +rockeik01,1906,1,SLA,AL,27,89,3,21,4,0,0,8,0,,1,21,,4,5,, +rohege01,1906,1,CHA,AL,77,225,14,58,5,1,0,25,8,,16,24,,3,9,, +rossmcl01,1906,1,CLE,AL,118,396,49,122,13,2,1,53,11,,17,28,,1,17,, +rothfr01,1906,1,CHA,AL,16,51,4,10,1,1,0,7,1,,3,5,,0,3,, +rowanja01,1906,1,DET,AL,1,4,1,1,0,0,0,0,0,,0,1,,0,0,, +roych01,1906,1,PHI,NL,8,7,0,0,0,0,0,0,0,,0,1,,0,1,, +scanldo01,1906,1,BRO,NL,38,97,11,18,2,0,0,1,1,,11,21,,0,3,, +schaege01,1906,1,DET,AL,124,446,48,106,14,3,2,43,31,,32,57,,1,19,, +scheifr01,1906,1,DET,AL,3,10,1,1,0,0,0,0,0,,2,0,,0,1,, +schlala01,1906,1,WS1,AL,123,426,60,105,13,8,2,30,29,,50,57,,14,21,, +schlead01,1906,1,CIN,NL,116,388,44,95,13,8,4,54,7,,29,39,,4,8,, +schmibo01,1906,1,DET,AL,68,216,13,47,4,3,0,10,1,,6,17,,1,5,, +schreos01,1906,1,PHA,AL,98,338,29,96,20,1,1,41,5,,10,13,,0,3,, +schulfr01,1906,1,CHN,NL,146,563,77,158,18,13,7,60,25,,31,46,,5,31,, +schulja01,1906,1,BSN,NL,2,7,0,0,0,0,0,0,0,,0,4,,0,0,, +schumha01,1906,1,PHA,AL,4,6,0,0,0,0,0,0,0,,0,4,,0,0,, +selbaki01,1906,1,BOS,AL,60,228,15,48,9,2,0,23,7,,18,18,,3,3,, +sentepa01,1906,1,PHI,NL,63,192,19,44,5,1,1,14,15,,14,18,,3,12,, +seyboso01,1906,1,PHA,AL,116,411,41,130,23,2,5,59,9,,30,23,,3,15,, +seymocy01,1906,1,CIN,NL,79,307,35,79,7,2,4,38,9,,24,26,,3,4,, +seymocy01,1906,2,NY1,NL,72,269,35,86,12,3,4,42,20,,18,16,,1,6,, +shannsp01,1906,1,SLN,NL,80,302,36,78,4,0,0,25,15,,36,45,,0,13,, +shannsp01,1906,2,NY1,NL,76,287,42,73,5,1,0,25,18,,34,36,,4,8,, +shannwa01,1906,1,WS1,AL,1,2,0,0,0,0,0,0,0,,0,2,,0,1,, +sheanda01,1906,1,PHA,AL,22,75,7,16,3,2,0,3,6,,5,14,,2,2,, +sheckji01,1906,1,CHN,NL,149,549,90,144,27,10,1,45,30,,67,69,,6,40,, +sheehto01,1906,1,PIT,NL,95,315,28,76,6,3,1,34,13,,18,14,,1,17,, +shipkbi01,1906,1,CLE,AL,2,6,0,0,0,0,0,0,0,,0,3,,0,1,, +siegljo01,1906,1,CIN,NL,22,68,4,8,2,2,0,7,0,,3,23,,2,7,, +sieveed01,1906,1,DET,AL,30,77,6,12,0,0,0,2,0,,1,17,,1,7,, +slaglji01,1906,1,CHN,NL,127,498,71,119,8,6,0,33,25,,63,44,,0,10,, +slattja01,1906,1,SLN,NL,3,7,0,2,0,0,0,0,0,,1,0,,0,2,, +smithal01,1906,1,NY1,NL,16,28,0,5,0,0,0,2,1,,1,3,,0,2,, +smithbu01,1906,1,CHN,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +smithch02,1906,1,WS1,AL,33,87,5,16,2,0,1,11,0,,1,6,,0,1,, +smithed03,1906,1,SLA,AL,19,54,6,11,0,1,0,7,0,,6,19,,1,2,, +smithfr03,1906,1,CHA,AL,20,41,6,12,2,2,0,6,0,,3,6,,1,2,, +smithha03,1906,1,PIT,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +smootho01,1906,1,SLN,NL,86,343,41,85,9,10,0,31,3,,11,42,,9,11,, +smootho01,1906,2,CIN,NL,60,220,11,57,8,1,1,17,0,,13,33,,5,0,, +sparktu01,1906,1,PHI,NL,42,104,6,16,4,1,0,9,0,,7,20,,0,3,, +spencch01,1906,1,BSN,NL,8,27,1,4,1,0,0,0,0,,0,3,,0,0,, +spenctu01,1906,1,SLA,AL,58,188,15,33,6,1,0,17,4,,7,11,,0,5,, +stahlch01,1906,1,BOS,AL,155,595,63,170,24,6,4,51,13,,47,40,,8,17,, +stahlja01,1906,1,WS1,AL,137,482,38,107,9,8,0,51,30,,21,80,,8,15,, +stanaos01,1906,1,CIN,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +stanljo02,1906,1,WS1,AL,73,221,18,36,0,4,0,9,6,,20,29,,1,16,, +starkco01,1906,1,WS1,AL,1,0,1,0,0,0,0,0,0,,1,0,,0,0,, +steinha01,1906,1,CHN,NL,151,539,81,176,27,10,3,83,29,,47,47,,14,25,, +stonege01,1906,1,SLA,AL,154,581,91,208,25,20,6,71,35,,52,89,,7,18,, +storkal01,1906,1,PIT,NL,5,12,1,3,1,0,0,1,1,,1,1,,0,0,, +stovage01,1906,1,CLE,AL,116,443,54,121,19,5,0,37,15,,8,37,,1,17,, +stransa01,1906,1,NY1,NL,113,313,50,100,16,4,4,49,21,,54,39,,2,7,, +stricel01,1906,1,BRO,NL,41,97,7,20,4,1,0,4,2,,9,31,,1,3,, +strobal01,1906,1,BSN,NL,100,317,28,64,10,3,1,24,2,,29,71,,2,12,, +sudhowi01,1906,1,WS1,AL,9,7,0,3,0,0,0,0,0,,0,1,,0,0,, +sullibi03,1906,1,CHA,AL,118,387,37,83,18,4,2,33,10,,22,67,,3,20,, +swormle01,1906,1,BOS,AL,3,8,0,1,0,0,0,1,0,,0,2,,0,0,, +tanneje01,1906,1,BOS,AL,31,79,12,22,2,2,0,4,1,,6,4,,0,1,, +tannele01,1906,1,CHA,AL,116,378,26,69,8,3,0,33,7,,31,36,,5,14,, +taylodu01,1906,1,NY1,NL,31,76,6,14,2,1,0,6,0,,2,16,,0,2,, +tayloja02,1906,1,SLN,NL,17,53,4,11,0,0,0,2,1,,10,0,,0,2,, +tayloja02,1906,2,CHN,NL,17,53,5,11,3,0,0,3,0,,4,4,,0,0,, +tennefr02,1906,1,BSN,NL,143,544,61,154,12,8,1,28,17,,58,56,,5,17,, +thielja01,1906,1,SLN,NL,1,2,0,1,0,0,0,2,0,,0,0,,0,0,, +thomair01,1906,1,NYA,AL,44,115,12,23,1,2,0,15,2,,8,11,,1,2,, +thomaro01,1906,1,PHI,NL,142,493,81,125,10,7,0,16,22,,107,44,,6,14,, +thompgu01,1906,1,SLN,NL,17,34,1,6,0,0,0,2,0,,0,8,,1,0,, +thompsa01,1906,1,DET,AL,8,31,3,7,0,1,0,4,0,,1,5,,0,0,, +tiemeed01,1906,1,CIN,NL,5,11,3,2,0,0,0,0,0,,1,3,,0,0,, +tinkejo01,1906,1,CHN,NL,148,523,75,122,18,4,1,64,30,,43,43,,1,36,, +titusjo01,1906,1,PHI,NL,145,484,67,129,22,5,1,57,12,,78,39,,9,16,, +towneba01,1906,1,CHA,AL,14,36,3,10,0,0,0,6,0,,7,4,,0,0,, +townsha01,1906,1,CLE,AL,17,30,0,4,0,0,0,1,0,,1,12,,0,1,, +turnete01,1906,1,CLE,AL,147,584,85,170,27,7,2,62,27,,35,43,,6,18,, +vinsoru01,1906,1,CHA,AL,10,24,2,6,0,0,0,3,1,,2,4,,0,1,, +wadderu01,1906,1,PHA,AL,43,86,5,14,1,1,0,3,2,,8,32,,1,5,, +wagnehe01,1906,1,BOS,AL,9,32,1,9,0,0,0,4,2,,1,0,,0,2,, +wagneho01,1906,1,PIT,NL,142,516,103,175,38,9,2,71,53,,58,31,,10,6,, +wakefho01,1906,1,WS1,AL,77,211,17,59,9,2,1,21,6,,7,23,,0,2,, +wallabo01,1906,1,SLA,AL,139,476,64,123,21,7,2,67,24,,58,24,,4,13,, +walshed01,1906,1,CHA,AL,42,99,12,14,3,2,0,4,0,,3,28,,1,3,, +walshto01,1906,1,CHN,NL,2,1,0,0,0,0,0,0,0,,0,1,,0,0,, +wardjo04,1906,1,PHI,NL,35,129,12,38,8,6,0,11,2,,5,16,,0,2,, +warnejo01,1906,1,DET,AL,50,153,15,37,4,2,0,9,4,,12,11,,7,2,, +warnejo01,1906,2,WS1,AL,32,103,5,21,4,1,1,9,3,,2,6,,1,1,, +weimeja01,1906,1,CIN,NL,41,108,9,29,1,0,0,7,1,,8,14,,1,2,, +whitedo01,1906,1,CHA,AL,29,65,11,12,1,1,0,3,3,,13,10,,0,7,, +whitije01,1906,1,BRO,NL,3,10,0,3,0,0,0,0,1,,0,2,,0,0,, +wickebo01,1906,1,CHN,NL,10,20,1,2,0,0,0,1,0,,2,5,,0,0,, +wickebo01,1906,2,CIN,NL,20,50,5,9,1,2,0,3,2,,5,9,,0,1,, +wiggsji01,1906,1,DET,AL,4,3,0,1,0,0,0,0,0,,0,1,,0,0,, +willeed01,1906,1,DET,AL,3,9,0,0,0,0,0,0,0,,0,2,,0,0,, +williji01,1906,1,NYA,AL,139,501,61,139,25,7,3,77,8,,44,51,,5,21,, +williot01,1906,1,WS1,AL,20,51,3,7,0,0,0,2,0,,2,2,,1,2,, +willivi01,1906,1,PIT,NL,41,115,5,20,1,0,0,7,0,,6,12,,1,3,, +wilsowi01,1906,1,WS1,AL,1,2,0,0,0,0,0,0,0,,0,0,,0,0,, +wiltsho01,1906,1,NY1,NL,44,94,13,18,2,0,0,4,3,,7,10,,1,4,, +wintege01,1906,1,BOS,AL,29,69,8,17,1,0,0,4,1,,3,21,,0,2,, +withero01,1906,1,BSN,NL,8,15,1,2,0,0,0,0,0,,0,2,,0,0,, +wolfeba01,1906,1,WS1,AL,4,7,0,2,0,0,0,0,0,,0,2,,0,0,, +yeagejo01,1906,1,NYA,AL,57,123,20,37,6,1,0,12,3,,13,13,,9,7,, +youngcy01,1906,1,BOS,AL,40,104,9,16,3,2,0,5,0,,3,21,,0,2,, +youngir01,1906,1,BSN,NL,43,125,6,12,1,0,0,6,0,,6,53,,0,2,, +zimmeed01,1906,1,SLN,NL,5,14,0,3,0,0,0,1,0,,0,3,,0,1,, +abbated01,1907,1,PIT,NL,147,496,63,130,14,7,2,82,35,,65,48,,8,22,, +adamsba01,1907,1,PIT,NL,4,7,1,2,0,0,0,0,0,,0,1,,0,0,, +alperwh01,1907,1,BRO,NL,141,558,44,130,23,16,2,39,5,,13,69,,12,8,, +altizda01,1907,1,WS1,AL,147,540,60,145,15,5,2,42,38,,34,36,,6,20,, +altroni01,1907,1,CHA,AL,30,72,7,13,3,0,0,2,0,,3,7,,2,0,, +amesre01,1907,1,NY1,NL,39,69,5,12,0,0,1,5,0,,7,34,,0,4,, +andergo01,1907,1,PIT,NL,127,413,73,85,3,1,1,12,27,,80,44,,6,11,, +anderjo01,1907,1,WS1,AL,87,333,33,96,12,4,0,44,19,,34,23,,3,1,, +archeji01,1907,1,DET,AL,18,42,6,5,0,0,0,0,0,,4,7,,0,2,, +armbrch01,1907,1,BOS,AL,23,60,2,6,1,0,0,0,1,,8,12,,0,3,, +armbrch01,1907,2,CHA,AL,1,3,0,0,0,0,0,0,0,,1,0,,0,0,, +arndtha01,1907,1,SLN,NL,11,32,3,6,1,0,0,2,0,,1,1,,0,0,, +asmusto01,1907,1,BSN,NL,2,5,0,0,0,0,0,0,0,,0,0,,0,1,, +atzja01,1907,1,CHA,AL,4,8,0,1,0,0,0,0,0,,0,0,,0,0,, +autrych01,1907,1,CIN,NL,7,25,3,5,0,0,0,0,0,,1,2,,0,1,, +bailebi01,1907,1,SLA,AL,6,20,3,3,0,0,0,0,0,,0,11,,0,1,, +ballji01,1907,1,BSN,NL,10,36,3,6,2,0,0,3,0,,2,8,,0,0,, +ballne01,1907,1,NYA,AL,15,44,5,9,1,1,0,4,1,,1,11,,0,2,, +barbefr01,1907,1,BSN,NL,2,4,0,0,0,0,0,0,0,,0,3,,0,1,, +bargecy01,1907,1,NYA,AL,1,2,0,0,0,0,0,0,0,,0,1,,0,0,, +barreji01,1907,1,BOS,AL,106,390,52,95,11,6,1,28,3,,38,64,,2,8,, +barryed01,1907,1,BOS,AL,2,3,1,0,0,0,0,2,0,,0,2,,0,1,, +barrysh01,1907,1,SLN,NL,81,294,30,73,5,2,0,19,4,,28,14,,3,15,, +bartlbi01,1907,1,PHA,AL,15,21,1,2,0,0,0,0,0,,1,7,,0,0,, +batchem01,1907,1,BRO,NL,116,388,38,96,10,3,0,31,7,,23,38,,1,22,, +batesjo02,1907,1,BSN,NL,126,447,52,116,18,12,2,49,11,,39,56,,7,11,, +baxtemo01,1907,1,SLN,NL,6,21,1,4,0,0,0,0,0,,0,0,,0,0,, +bayha01,1907,1,CLE,AL,34,95,14,17,1,1,0,7,7,,10,20,,2,5,, +beaumgi01,1907,1,BSN,NL,150,580,67,187,19,14,4,62,25,,37,31,,3,12,, +becklja01,1907,1,SLN,NL,32,115,6,24,3,0,0,7,0,,1,5,,1,5,, +beebefr01,1907,1,SLN,NL,31,86,4,11,1,1,0,6,0,,1,21,,0,3,, +beechro01,1907,1,NY1,NL,2,5,0,0,0,0,0,0,0,,0,3,,0,0,, +bellge01,1907,1,BRO,NL,35,84,6,8,0,0,0,0,0,,8,23,,2,2,, +bellru01,1907,1,NYA,AL,17,52,4,11,2,1,0,3,4,,3,7,,1,3,, +bemisha01,1907,1,CLE,AL,65,172,12,43,7,0,0,19,5,,7,27,,1,9,, +bendech01,1907,1,PHA,AL,45,100,10,23,6,1,0,8,2,,5,6,,0,4,, +bennepu01,1907,1,SLN,NL,87,324,20,72,8,2,0,21,7,,21,33,,1,9,, +bergebi01,1907,1,BRO,NL,51,138,2,22,3,0,0,14,1,,1,22,,0,4,, +bergehe01,1907,1,CLE,AL,14,28,2,5,1,0,0,1,0,,2,5,,0,3,, +bernhbi01,1907,1,CLE,AL,8,15,2,3,1,0,0,0,0,,0,2,,0,0,, +berrycl01,1907,1,PHA,AL,8,19,2,4,2,0,0,1,0,,2,2,,0,0,, +birmijo01,1907,1,CLE,AL,137,476,55,112,10,9,1,33,23,,16,73,,3,8,, +blairwa01,1907,1,NYA,AL,7,22,1,4,0,0,0,1,0,,2,5,,0,0,, +blankcl01,1907,1,WS1,AL,37,102,4,23,2,0,0,6,3,,3,5,,0,2,, +blockbr01,1907,1,WS1,AL,24,57,3,8,2,1,0,2,0,,2,10,,0,0,, +boultja01,1907,1,BSN,NL,29,68,2,9,1,0,0,3,0,,3,20,,0,0,, +bowerfr01,1907,1,NY1,NL,96,311,31,81,8,2,0,32,11,,17,28,,5,14,, +bradlbi01,1907,1,CLE,AL,139,498,48,111,20,1,0,34,20,,35,42,,9,46,, +bradyki01,1907,1,PIT,NL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +brainda01,1907,1,BSN,NL,133,509,60,142,24,9,10,56,10,,29,39,,5,9,, +branski01,1907,1,PHI,NL,94,348,25,81,15,2,0,38,8,,14,18,,0,9,, +bresnro01,1907,1,NY1,NL,110,328,57,83,9,7,4,38,15,,61,26,,6,6,, +bridwal01,1907,1,BSN,NL,140,509,49,111,8,2,0,26,17,,61,29,,6,10,, +brockle01,1907,1,NYA,AL,10,22,5,4,0,0,0,2,0,,1,4,,0,0,, +brownbu01,1907,1,SLN,NL,9,26,1,7,1,1,0,1,0,,0,4,,0,1,, +brownbu01,1907,2,PHI,NL,21,53,7,10,2,2,0,6,0,,1,10,,0,0,, +brownge01,1907,1,NY1,NL,127,458,54,119,11,10,5,37,15,,31,48,,1,24,, +brownmo01,1907,1,CHN,NL,36,85,6,13,0,2,1,7,0,,1,17,,0,5,, +brownsa01,1907,1,BSN,NL,70,208,17,40,6,0,0,14,0,,12,21,,4,7,, +brushbo01,1907,1,BSN,NL,2,2,0,0,0,0,0,0,0,,0,1,,0,0,, +buelofr01,1907,1,SLA,AL,26,75,9,11,1,0,0,1,0,,7,15,,0,3,, +burchal01,1907,1,SLN,NL,48,154,18,35,3,1,0,5,7,,17,34,,0,2,, +burchal01,1907,2,BRO,NL,40,120,12,35,2,2,0,12,5,,11,22,,0,8,, +burchfr01,1907,1,BOS,AL,2,5,0,1,0,0,0,0,0,,0,1,,0,0,, +burkefr01,1907,1,BSN,NL,43,129,6,23,0,1,0,8,3,,11,13,,0,5,, +burneja01,1907,1,SLN,NL,59,206,18,49,8,4,0,12,5,,15,33,,2,9,, +butlejo01,1907,1,BRO,NL,30,79,6,10,1,0,0,2,0,,9,7,,0,6,, +butleki02,1907,1,SLA,AL,20,59,4,13,2,0,0,6,1,,2,11,,0,2,, +byrnebo01,1907,1,SLN,NL,149,559,55,143,11,5,0,29,21,,35,73,,6,24,, +camniho01,1907,1,PIT,NL,31,60,2,3,0,0,0,0,0,,1,19,,0,3,, +campbbi01,1907,1,CIN,NL,3,8,1,2,0,0,0,1,0,,0,4,,0,0,, +campbhu02,1907,1,PIT,NL,2,4,0,1,0,0,0,1,0,,1,1,,0,0,, +caseydo01,1907,1,BRO,NL,141,527,55,122,19,3,0,19,16,,34,32,,3,32,, +castlro01,1907,1,NYA,AL,3,5,0,0,0,0,0,0,0,,0,1,,0,0,, +chadbch01,1907,1,BOS,AL,10,38,0,11,0,0,0,1,1,,7,2,,0,1,, +chancfr01,1907,1,CHN,NL,111,382,58,112,19,2,1,49,35,,51,21,,13,5,, +chaseha01,1907,1,NYA,AL,125,498,72,143,23,3,2,68,32,,19,39,,1,10,, +chesbja01,1907,1,NYA,AL,30,76,1,15,2,2,0,4,0,,0,20,,0,0,, +clarkfr01,1907,1,PIT,NL,148,501,97,145,18,13,2,59,37,,68,32,,8,16,, +clarkni01,1907,1,CLE,AL,120,390,44,105,19,6,3,33,3,,35,49,,2,3,, +clarkwa01,1907,1,NYA,AL,5,7,1,2,0,0,0,1,0,,0,3,,0,0,, +clarkwa01,1907,2,CLE,AL,17,28,1,1,0,0,0,2,0,,0,10,,0,1,, +clymeot01,1907,1,PIT,NL,22,66,8,15,2,0,0,4,4,,5,3,,3,2,, +clymeot01,1907,2,WS1,AL,57,206,30,65,5,5,1,16,18,,18,24,,4,4,, +coaklan01,1907,1,CIN,NL,37,84,2,6,0,0,0,2,0,,5,44,,0,6,, +cobbty01,1907,1,DET,AL,150,605,99,212,28,14,5,119,53,,24,55,,5,8,, +collied01,1907,1,PHA,AL,14,23,0,8,0,1,0,2,0,,0,4,,0,1,, +colliji01,1907,1,BOS,AL,41,158,13,46,8,0,0,10,4,,10,7,,0,6,, +colliji01,1907,2,PHA,AL,99,364,38,99,21,0,0,35,4,,24,15,,8,9,, +congabu01,1907,1,CLE,AL,9,22,2,4,0,0,0,2,0,,4,1,,0,0,, +congabu01,1907,2,BOS,AL,124,496,44,142,11,8,2,47,13,,20,18,,3,13,, +conrowi01,1907,1,NYA,AL,140,530,58,124,12,11,3,51,41,,30,45,,3,9,, +coombja01,1907,1,PHA,AL,24,48,4,8,0,0,1,4,1,,0,15,,0,2,, +corcoto01,1907,1,NY1,NL,62,226,21,60,9,2,0,24,9,,7,12,,0,7,, +corrifr01,1907,1,PHI,NL,38,97,6,16,0,1,0,8,1,,4,20,,2,0,, +coughbi01,1907,1,DET,AL,134,519,80,126,10,2,0,46,15,,35,67,,8,23,, +courter01,1907,1,PHI,NL,130,440,42,107,17,4,2,43,6,,55,41,,6,7,, +covelha01,1907,1,PHI,NL,4,8,1,0,0,0,0,0,0,,2,4,,0,0,, +craigge01,1907,1,PHA,AL,2,1,0,0,0,0,0,0,0,,0,0,,0,0,, +crawffo01,1907,1,SLN,NL,7,22,0,5,0,0,0,3,0,,2,5,,0,2,, +crawfsa01,1907,1,DET,AL,144,582,102,188,34,17,4,81,18,,37,29,,2,11,, +crigelo01,1907,1,BOS,AL,75,226,12,41,4,0,0,14,2,,19,17,,2,10,, +crossla01,1907,1,WS1,AL,41,161,13,32,8,0,0,10,3,,10,6,,0,5,, +crossmo01,1907,1,PHA,AL,77,248,37,51,9,5,0,18,17,,39,45,,1,13,, +curtiha01,1907,1,NY1,NL,6,9,2,2,0,0,0,1,2,,2,1,,0,0,, +dahlebi01,1907,1,NY1,NL,143,464,40,96,20,1,0,34,11,,51,34,,4,10,, +davisge01,1907,1,CHA,AL,132,466,59,111,16,2,1,52,15,,47,60,,4,17,, +davisha01,1907,1,PHA,AL,149,582,84,155,35,8,8,87,20,,42,61,,2,12,, +davisle01,1907,1,CIN,NL,73,266,28,61,5,5,1,25,9,,23,23,,1,8,, +delahfr01,1907,1,CLE,AL,15,52,3,9,0,1,0,4,2,,4,10,,0,0,, +delahji01,1907,1,SLA,AL,33,95,8,21,3,0,0,6,6,,5,8,,2,4,, +delahji01,1907,2,WS1,AL,108,404,44,118,18,7,2,54,18,,36,42,,12,10,, +delahjo01,1907,1,SLN,NL,7,22,3,7,0,0,1,2,3,,0,0,,0,0,, +dessaru01,1907,1,BSN,NL,2,4,0,0,0,0,0,0,0,,1,1,,0,0,, +devliar01,1907,1,NY1,NL,143,491,61,136,16,2,1,54,38,,63,40,,15,36,, +dinnebi01,1907,1,BOS,AL,5,10,0,0,0,0,0,1,0,,1,1,,0,0,, +dinnebi01,1907,2,SLA,AL,24,49,4,10,1,1,0,2,0,,5,7,,0,3,, +donahji02,1907,1,CHA,AL,157,609,75,158,16,4,0,68,27,,28,33,,3,15,, +donovbi01,1907,1,DET,AL,37,109,20,29,7,2,0,19,4,,6,34,,0,4,, +donovpa01,1907,1,BRO,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +dooinre01,1907,1,PHI,NL,101,313,18,66,8,4,0,14,10,,15,38,,2,5,, +doolami01,1907,1,PHI,NL,145,509,33,104,19,7,1,47,18,,25,46,,1,9,, +dornegu01,1907,1,BSN,NL,36,92,3,12,0,0,0,3,0,,3,17,,1,7,, +doughpa01,1907,1,CHA,AL,148,533,69,144,17,2,1,59,33,,36,46,,5,17,, +downsre01,1907,1,DET,AL,105,374,28,82,13,5,1,42,3,,13,66,,2,14,, +doylela01,1907,1,NY1,NL,69,227,16,59,3,0,0,16,3,,20,41,,0,4,, +doylesl01,1907,1,NYA,AL,29,58,5,8,2,0,0,2,0,,6,12,,1,4,, +druhoca01,1907,1,SLN,NL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +dugglbi01,1907,1,PHI,NL,5,9,1,1,0,0,0,0,0,,3,5,,0,0,, +dugglbi01,1907,2,PIT,NL,9,13,0,2,0,0,0,0,0,,1,3,,0,0,, +durbiki01,1907,1,CHN,NL,11,18,2,6,0,0,0,0,0,,1,4,,0,0,, +durhabu01,1907,1,WS1,AL,2,1,0,0,0,0,0,0,0,,0,0,,0,0,, +dygerji01,1907,1,PHA,AL,42,94,11,12,1,1,0,7,1,,6,17,,0,6,, +edmonsa01,1907,1,WS1,AL,1,2,0,0,0,0,0,0,0,,0,2,,0,0,, +elberki01,1907,1,NYA,AL,120,447,61,121,17,6,0,51,22,,36,7,,13,9,, +erwinte01,1907,1,DET,AL,4,5,0,1,0,0,0,1,0,,1,1,,0,0,, +essicbi01,1907,1,CIN,NL,3,8,0,0,0,0,0,0,0,,0,5,,0,0,, +eubanjo01,1907,1,DET,AL,15,31,1,4,0,1,0,1,0,,0,7,,0,0,, +eversjo01,1907,1,CHN,NL,151,508,66,127,18,4,2,51,46,,38,17,,5,14,, +ewingbo01,1907,1,CIN,NL,44,123,10,19,5,1,1,9,0,,1,20,,1,10,, +falkecy01,1907,1,WS1,AL,33,86,7,12,0,1,0,3,1,,3,33,,0,0,, +ferguge01,1907,1,NY1,NL,15,18,0,1,0,0,0,0,0,,1,4,,0,1,, +ferriho01,1907,1,BOS,AL,143,561,41,135,25,2,4,60,11,,10,58,,0,12,, +fienelo01,1907,1,CHA,AL,7,11,0,2,0,0,0,3,1,,0,5,,0,0,, +fitzgma01,1907,1,NY1,NL,7,15,1,2,1,0,0,1,0,,0,1,,0,1,, +flahepa02,1907,1,BSN,NL,41,115,9,22,3,2,2,11,1,,2,25,,1,0,, +flickel01,1907,1,CLE,AL,147,549,80,166,15,18,3,58,41,,64,79,,11,13,, +frasech01,1907,1,CHN,NL,22,45,4,3,0,0,0,2,0,,2,10,,1,3,, +freembu01,1907,1,BOS,AL,4,12,1,2,0,0,1,2,0,,3,2,,0,0,, +friskem01,1907,1,SLA,AL,5,4,0,1,0,0,0,0,0,,1,1,,0,0,, +fritzch01,1907,1,PHA,AL,1,1,0,0,0,0,0,0,0,,0,1,,0,0,, +frocksa01,1907,1,BSN,NL,5,14,0,1,0,0,0,1,0,,0,5,,0,0,, +frommar01,1907,1,SLN,NL,23,55,5,10,1,1,0,1,0,,1,11,,1,2,, +ganlebo01,1907,1,WS1,AL,154,605,73,167,10,5,1,35,40,,54,44,,2,27,, +ganzejo01,1907,1,CIN,NL,145,531,61,135,20,16,2,64,9,,29,24,,3,12,, +gehrihe01,1907,1,WS1,AL,20,44,7,9,0,1,1,5,1,,5,10,,0,0,, +gibsoge01,1907,1,PIT,NL,113,382,28,84,8,7,3,35,2,,18,32,,3,10,, +gladefr01,1907,1,SLA,AL,24,73,9,15,3,1,0,7,0,,5,25,,1,2,, +glazera01,1907,1,BOS,AL,32,61,4,11,2,0,1,7,0,,2,19,,0,2,, +gleaski01,1907,1,PHI,NL,36,126,11,18,3,0,0,6,3,,7,12,,2,10,, +grahaos01,1907,1,WS1,AL,26,48,7,11,1,2,1,4,1,,2,9,,1,1,, +granted01,1907,1,PHI,NL,74,268,26,65,4,3,0,19,10,,10,39,,1,5,, +griffcl01,1907,1,NYA,AL,5,2,0,0,0,0,0,0,0,,0,0,,0,0,, +grimsmy01,1907,1,BOS,AL,64,181,19,37,7,2,0,33,6,,16,23,,1,5,, +hahned01,1907,1,CHA,AL,156,592,87,151,9,7,0,45,17,,84,34,,12,10,, +hallch02,1907,1,CIN,NL,12,26,1,7,0,1,0,1,0,,0,9,,0,1,, +hallmbi02,1907,1,PIT,NL,94,302,39,67,6,2,0,15,21,,33,34,,3,11,, +hannija01,1907,1,NY1,NL,56,149,16,34,7,3,1,15,6,,15,19,,1,3,, +hardyja01,1907,1,CHN,NL,1,4,0,1,0,0,0,0,0,,0,1,,0,0,, +harrijo02,1907,1,BOS,AL,12,21,1,4,0,0,0,2,0,,1,7,,0,0,, +harthu01,1907,1,CHA,AL,29,70,6,19,1,0,0,7,1,,5,10,,1,3,, +hartsto01,1907,1,PHA,AL,143,507,93,142,23,6,3,29,20,,106,66,,0,11,, +hartzro01,1907,1,SLA,AL,60,220,20,52,3,5,0,13,7,,11,19,,4,7,, +hemphch01,1907,1,SLA,AL,153,603,66,156,20,9,0,38,14,,51,63,,2,19,, +henlewe01,1907,1,BRO,NL,8,20,1,4,1,0,0,2,0,,1,4,,0,2,, +hessot01,1907,1,CLE,AL,19,30,4,4,0,0,0,0,1,,4,8,,2,1,, +heydomi01,1907,1,WS1,AL,62,164,14,30,3,0,0,9,3,,25,30,,3,1,, +hickmch01,1907,1,WS1,AL,60,198,20,55,9,3,1,23,4,,14,15,,4,1,, +hickmch01,1907,2,CHA,AL,21,23,1,6,2,0,0,1,0,,4,4,,0,0,, +hinchbi01,1907,1,CLE,AL,152,514,62,117,19,9,1,50,15,,47,97,,15,16,, +hinchha01,1907,1,CLE,AL,15,51,3,11,3,1,0,9,2,,5,6,,0,2,, +hittro01,1907,1,CIN,NL,21,56,6,10,0,0,0,5,1,,4,6,,0,1,, +hoelsar01,1907,1,SLN,NL,119,397,21,98,6,3,2,28,5,,27,49,,2,8,, +hoeyja01,1907,1,BOS,AL,39,96,7,21,2,1,0,8,2,,1,13,,0,1,, +hoffmda01,1907,1,NYA,AL,136,517,81,131,10,3,5,46,30,,42,103,,13,11,, +hoffmiz01,1907,1,BSN,NL,19,86,17,24,3,1,0,3,2,,6,14,,0,0,, +hofmaso01,1907,1,CHN,NL,134,470,67,126,11,3,1,36,29,,41,31,,1,24,, +hoggbi01,1907,1,NYA,AL,26,60,5,11,1,0,1,4,0,,3,19,,0,5,, +hollyed01,1907,1,SLN,NL,150,545,55,125,18,3,1,40,16,,36,57,,5,19,, +hopesa01,1907,1,PHA,AL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +hopkibu01,1907,1,SLN,NL,15,44,7,6,3,0,0,3,2,,10,13,,3,1,, +howarde01,1907,1,BSN,NL,50,187,20,51,4,2,1,13,11,,11,18,,5,5,, +howarde01,1907,2,CHN,NL,51,148,10,34,2,2,0,13,3,,6,12,,2,1,, +howelha01,1907,1,SLA,AL,44,114,12,27,5,0,2,7,2,,7,29,,0,9,, +huggimi01,1907,1,CIN,NL,156,561,64,139,12,4,1,31,28,,83,56,,1,27,, +hugheto01,1907,1,WS1,AL,36,80,6,19,4,0,1,9,0,,2,24,,0,3,, +hugheto02,1907,1,NYA,AL,4,7,0,1,0,0,0,0,0,,0,2,,1,1,, +hummejo01,1907,1,BRO,NL,107,342,41,80,12,3,3,31,8,,26,30,,3,15,, +hurleje02,1907,1,BRO,NL,1,2,0,0,0,0,0,0,0,,1,2,,0,0,, +isbelfr01,1907,1,CHA,AL,125,486,60,118,19,7,0,41,22,,22,36,,4,24,, +jacklfr01,1907,1,PHI,NL,73,202,19,43,7,0,0,17,7,,27,40,,2,1,, +jacobbe01,1907,1,SLA,AL,7,18,2,4,0,0,0,0,0,,0,3,,0,1,, +jacobbe01,1907,2,BOS,AL,2,0,0,0,0,0,0,0,0,,0,0,,0,0,, +jennihu01,1907,1,DET,AL,1,4,0,1,1,0,0,0,0,,0,0,,0,0,, +johnswa01,1907,1,WS1,AL,14,36,3,4,0,1,0,1,0,,1,10,,0,0,, +jonesch03,1907,1,WS1,AL,121,437,48,116,14,10,0,37,26,,22,64,,2,17,, +jonesda01,1907,1,DET,AL,126,491,101,134,10,6,0,27,30,,60,39,,4,11,, +jonesel01,1907,1,DET,AL,4,4,0,0,0,0,0,0,0,,0,0,,0,0,, +jonesfi01,1907,1,CHA,AL,154,559,72,146,18,1,0,47,17,,67,31,,5,34,, +jonesto01,1907,1,SLA,AL,155,549,52,137,17,3,0,34,24,,34,18,,4,31,, +jordati01,1907,1,BRO,NL,147,485,43,133,15,8,4,53,10,,74,71,,1,15,, +jossad01,1907,1,CLE,AL,42,114,6,13,3,0,0,6,1,,7,50,,0,6,, +kahoemi01,1907,1,CHN,NL,5,10,0,4,0,0,0,1,0,,0,0,,0,0,, +kahoemi01,1907,2,WS1,AL,17,47,3,9,1,0,0,1,0,,0,5,,0,0,, +kanejo01,1907,1,CIN,NL,79,262,40,65,9,4,3,19,20,,22,42,,8,19,, +kargeed01,1907,1,SLN,NL,39,112,9,20,2,0,2,9,0,,2,16,,2,4,, +kaybi01,1907,1,WS1,AL,25,60,8,20,1,1,0,7,0,,0,11,,0,0,, +keefebo01,1907,1,NYA,AL,19,19,2,1,1,0,0,3,0,,1,6,,0,0,, +keelewi01,1907,1,NYA,AL,107,423,50,99,5,2,0,17,7,,15,9,,3,26,, +kellyjo02,1907,1,SLN,NL,53,197,12,37,5,0,0,6,7,,13,18,,2,5,, +kelsebi01,1907,1,PIT,NL,2,5,1,2,0,0,0,0,0,,0,2,,0,0,, +killere01,1907,1,DET,AL,1,4,0,0,0,0,0,0,0,,0,0,,0,0,, +killied01,1907,1,DET,AL,46,122,16,39,5,3,0,11,3,,4,15,,1,3,, +kitsofr01,1907,1,WS1,AL,5,10,0,1,0,0,0,0,0,,1,2,,0,0,, +kitsofr01,1907,2,NYA,AL,12,25,4,7,1,0,0,4,0,,0,3,,0,1,, +kleinre01,1907,1,NYA,AL,90,269,30,71,6,4,0,26,5,,24,25,,1,7,, +klingjo01,1907,1,CHN,NL,104,334,44,95,15,8,1,43,9,,27,16,,2,4,, +knabeot01,1907,1,PHI,NL,129,444,67,113,16,9,1,34,18,,52,48,,5,40,, +knighjo02,1907,1,PHA,AL,40,139,6,29,7,1,0,12,1,,10,26,,2,2,, +knighjo02,1907,2,BOS,AL,98,360,31,78,9,3,2,29,8,,19,53,,0,3,, +knottjo01,1907,1,BSN,NL,3,8,0,0,0,0,0,0,0,,1,3,,0,1,, +koneted01,1907,1,SLN,NL,91,331,34,83,11,9,2,30,13,,26,47,,6,14,, +krohru01,1907,1,BOS,AL,7,11,0,3,0,0,0,0,1,,0,5,,0,0,, +krugear01,1907,1,CIN,NL,100,317,25,74,10,9,0,28,10,,18,30,,5,12,, +lajoina01,1907,1,CLE,AL,137,509,53,153,30,6,2,63,24,,30,28,,6,13,, +lamerpe01,1907,1,CIN,NL,1,2,0,0,0,0,0,0,0,,0,0,,0,0,, +lanfosa01,1907,1,WS1,AL,2,3,1,1,0,0,0,0,0,,0,0,,0,0,, +laporfr01,1907,1,NYA,AL,130,470,56,127,20,11,0,48,10,,27,35,,5,9,, +leachto01,1907,1,PIT,NL,149,547,102,166,19,12,4,43,43,,40,36,,1,29,, +learyfr01,1907,1,CIN,NL,2,2,0,0,0,0,0,0,0,,0,2,,0,0,, +leevesa01,1907,1,PIT,NL,31,73,3,11,0,0,0,2,0,,4,11,,0,4,, +leifile01,1907,1,PIT,NL,40,102,5,15,2,3,0,4,0,,4,15,,0,2,, +lewisph01,1907,1,BRO,NL,136,475,52,118,11,1,0,30,16,,23,27,,2,19,, +liebhgl01,1907,1,CLE,AL,38,87,8,14,2,1,0,6,0,,5,20,,0,2,, +lindavi01,1907,1,BSN,NL,34,90,8,11,1,0,0,4,0,,8,21,,0,2,, +lindeer01,1907,1,BSN,NL,1,2,0,1,0,0,0,0,0,,0,0,,0,1,, +listepe01,1907,1,CLE,AL,22,65,5,18,2,0,0,4,2,,3,15,,1,2,, +loberha01,1907,1,CIN,NL,148,537,61,132,9,12,1,41,30,,37,44,,4,27,, +lordbr01,1907,1,PHA,AL,57,170,12,31,3,0,1,11,2,,14,25,,1,8,, +lordha01,1907,1,BOS,AL,10,38,4,6,1,0,0,3,1,,1,4,,0,3,, +loudeba01,1907,1,NYA,AL,4,9,4,1,0,0,0,0,1,,2,3,,0,0,, +lowebo01,1907,1,DET,AL,17,37,2,9,2,0,0,5,0,,4,3,,0,3,, +lumleha01,1907,1,BRO,NL,127,454,47,121,23,11,9,66,18,,31,62,,2,19,, +lundgca01,1907,1,CHN,NL,28,66,4,7,0,0,0,3,0,,4,20,,0,7,, +lushjo01,1907,1,PHI,NL,17,40,5,8,1,1,0,5,1,,1,6,,0,0,, +lushjo01,1907,2,SLN,NL,35,82,6,23,2,3,0,5,4,,5,6,,0,1,, +lynchmi02,1907,1,PIT,NL,7,12,1,3,0,0,0,0,0,,1,1,,0,1,, +lynchmi02,1907,2,NY1,NL,12,27,2,8,2,0,0,8,0,,1,4,,0,0,, +maddoni01,1907,1,PIT,NL,6,20,0,5,1,0,0,1,0,,3,2,,0,0,, +mageesh01,1907,1,PHI,NL,140,503,75,165,28,12,4,85,46,,53,29,,4,8,, +maggeha01,1907,1,PIT,NL,3,6,1,0,0,0,0,0,1,,2,2,,0,0,, +mallohe01,1907,1,DET,AL,1,4,0,1,1,0,0,0,0,,0,0,,0,0,, +malonbi01,1907,1,BRO,NL,144,502,51,115,7,10,0,32,25,,31,97,,10,25,, +manniru01,1907,1,NYA,AL,1,3,0,0,0,0,0,0,0,,0,2,,0,0,, +marshdo01,1907,1,SLN,NL,84,268,19,54,8,2,2,18,2,,12,36,,4,4,, +masonde01,1907,1,CIN,NL,25,44,1,8,0,0,0,3,0,,2,5,,0,5,, +mathech01,1907,1,NY1,NL,41,107,8,20,3,1,0,7,1,,5,12,,4,3,, +mathehe01,1907,1,NY1,NL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +mcaleji01,1907,1,SLA,AL,2,0,0,0,0,0,0,0,0,,0,0,,0,0,, +mccarbi01,1907,1,CIN,NL,3,8,1,1,0,0,0,0,0,,0,1,,0,0,, +mccarja01,1907,1,BRO,NL,25,91,4,20,2,0,0,8,4,,2,4,,0,2,, +mcclojo01,1907,1,PHI,NL,3,4,0,0,0,0,0,0,0,,1,0,,0,0,, +mcdonjo01,1907,1,WS1,AL,1,3,1,1,1,0,0,0,0,,0,2,,0,0,, +mcfared01,1907,1,CHA,AL,52,138,11,39,9,1,0,8,3,,12,6,,0,2,, +mcganda01,1907,1,NY1,NL,81,262,29,78,9,1,2,36,9,,29,15,,7,8,, +mcgilbi01,1907,1,SLA,AL,2,9,0,0,0,0,0,1,0,,0,3,,0,0,, +mcginjo01,1907,1,NY1,NL,47,103,6,18,0,0,0,3,3,,5,15,,2,8,, +mcglyst01,1907,1,SLN,NL,46,125,8,25,5,0,0,9,0,,6,23,,0,6,, +mcgrajo01,1907,1,NY1,NL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +mcguide01,1907,1,NYA,AL,1,1,0,0,0,0,0,0,0,,0,1,,0,0,, +mcguide01,1907,2,BOS,AL,6,4,1,3,0,0,1,1,0,,0,0,,0,0,, +mcintha01,1907,1,BRO,NL,30,69,6,15,3,1,0,3,0,,7,9,,1,2,, +mcintma01,1907,1,DET,AL,20,81,6,23,1,1,0,9,3,,7,5,,0,1,, +mckecbi01,1907,1,PIT,NL,3,8,0,1,0,0,0,0,0,,0,5,,0,0,, +mclaned01,1907,1,BRO,NL,1,2,0,0,0,0,0,0,0,,0,0,,1,0,, +mcleala01,1907,1,CIN,NL,113,374,35,108,9,9,0,54,4,,13,13,,0,4,, +mcquige01,1907,1,PHI,NL,6,11,3,4,1,1,0,0,1,,3,4,,0,1,, +merklfr01,1907,1,NY1,NL,15,47,0,12,1,0,0,5,0,,1,7,,0,1,, +milancl01,1907,1,WS1,AL,48,183,22,51,3,3,0,9,8,,8,28,,4,3,, +minahco01,1907,1,CIN,NL,2,5,1,0,0,0,0,0,0,,0,0,,0,0,, +mitchmi01,1907,1,CIN,NL,148,558,64,163,17,12,3,47,17,,37,80,,3,15,, +moellda01,1907,1,PIT,NL,11,42,4,12,1,1,0,3,2,,4,9,,0,0,, +mooreea01,1907,1,CLE,AL,3,7,1,0,0,0,0,0,0,,1,3,,0,0,, +mooreea01,1907,2,NYA,AL,12,22,0,6,2,0,0,3,0,,0,7,,0,0,, +moranpa01,1907,1,CHN,NL,65,198,8,45,5,1,1,19,5,,10,19,,2,4,, +morenle01,1907,1,PHI,NL,37,74,4,6,0,0,0,1,0,,10,27,,0,3,, +morgacy01,1907,1,SLA,AL,10,20,2,2,0,0,0,1,0,,1,8,,0,0,, +morgacy01,1907,2,BOS,AL,16,35,0,2,0,0,0,2,0,,0,16,,0,1,, +moriage02,1907,1,NYA,AL,126,437,51,121,16,5,0,43,28,,25,38,,3,9,, +mowremi01,1907,1,CIN,NL,138,448,43,113,16,6,1,44,10,,35,33,,1,22,, +mullige01,1907,1,DET,AL,70,157,16,34,5,3,0,13,2,,12,21,,1,0,, +murphda02,1907,1,PHA,AL,124,469,51,127,23,3,2,57,11,,30,17,,2,13,, +murrare01,1907,1,SLN,NL,132,485,46,127,10,10,7,46,23,,24,60,,3,8,, +nealoji01,1907,1,PIT,NL,105,381,29,98,10,8,0,47,11,,23,33,,1,10,, +needhto01,1907,1,BSN,NL,86,260,19,51,6,2,1,19,4,,18,29,,6,5,, +neuerte01,1907,1,NYA,AL,7,21,4,2,0,0,0,1,0,,1,5,,0,0,, +newtodo01,1907,1,NYA,AL,19,37,5,4,0,0,0,0,1,,6,14,,0,5,, +nichosi01,1907,1,PHA,AL,124,460,75,139,12,2,0,23,13,,24,38,,1,34,, +nilesha01,1907,1,SLA,AL,120,492,65,142,9,5,2,35,19,,28,38,,3,9,, +nillra01,1907,1,WS1,AL,66,215,21,47,7,3,0,25,6,,15,38,,4,5,, +nillra01,1907,2,CLE,AL,12,43,5,12,1,0,0,2,2,,3,5,,0,1,, +noonape01,1907,1,SLN,NL,74,237,19,53,7,3,1,16,3,,9,31,,0,6,, +oberlfr01,1907,1,BOS,AL,12,13,0,2,1,0,0,0,0,,0,3,,1,0,, +oberlfr01,1907,2,WS1,AL,12,18,0,1,0,0,0,0,0,,0,3,,0,0,, +obriepe02,1907,1,CLE,AL,43,145,9,33,5,2,0,6,1,,7,13,,0,6,, +obriepe02,1907,2,WS1,AL,39,134,6,25,3,1,0,12,4,,12,8,,1,3,, +oconnja01,1907,1,SLA,AL,25,89,2,14,2,0,0,4,0,,0,15,,2,1,, +odwelfr01,1907,1,CIN,NL,94,274,24,74,5,7,0,24,10,,22,38,,5,13,, +oharato01,1907,1,SLN,NL,48,173,11,41,2,1,0,5,1,,12,12,,0,5,, +oldriru01,1907,1,PHA,AL,117,441,48,126,27,8,1,40,29,,7,47,,5,7,, +olearch01,1907,1,DET,AL,139,465,61,112,19,1,0,34,11,,32,36,,6,16,, +oneilmi01,1907,1,CIN,NL,9,29,5,2,0,2,0,2,1,,2,5,,0,1,, +orndoje01,1907,1,BSN,NL,5,17,0,2,0,0,0,0,0,,0,7,,0,0,, +orthal01,1907,1,NYA,AL,44,105,11,34,6,0,1,13,1,,4,6,,1,2,, +osborfr02,1907,1,PHI,NL,56,163,22,45,2,3,0,9,4,,3,12,,2,0,, +oteybi01,1907,1,PIT,NL,3,4,0,1,0,0,0,1,0,,0,1,,0,0,, +overaor01,1907,1,CHN,NL,36,94,6,20,4,2,0,9,0,,3,11,,0,8,, +owenfr01,1907,1,CHA,AL,11,16,0,4,0,0,0,0,0,,0,2,,0,0,, +parenfr01,1907,1,BOS,AL,114,409,51,113,19,5,1,26,12,,22,28,,5,17,, +paskedo01,1907,1,CIN,NL,16,50,10,14,4,0,1,8,2,,2,9,,2,0,, +pastoji01,1907,1,BRO,NL,29,73,6,15,0,0,0,5,0,,7,21,,1,4,, +patteca01,1907,1,WS1,AL,36,87,4,11,1,0,0,5,1,,6,30,,1,3,, +pattero01,1907,1,CHA,AL,19,31,3,3,0,0,0,6,0,,0,9,,0,0,, +paynefr01,1907,1,DET,AL,53,169,17,28,2,2,0,14,4,,7,20,,5,4,, +peltyba01,1907,1,SLA,AL,36,95,4,16,1,0,0,5,2,,6,18,,0,3,, +perrini01,1907,1,WS1,AL,44,146,13,25,4,1,0,15,10,,13,17,,3,3,, +peterbo01,1907,1,BOS,AL,4,13,1,1,0,0,0,0,0,,0,2,,0,0,, +pfeffbi01,1907,1,BSN,NL,21,60,1,15,3,0,0,6,0,,2,6,,1,1,, +pfiesja01,1907,1,CHN,NL,30,64,4,6,1,0,0,1,0,,5,26,,0,8,, +pfylmo01,1907,1,NY1,NL,1,0,0,0,0,0,0,0,0,,0,0,,0,1,, +phelped01,1907,1,PIT,NL,43,113,11,24,1,0,0,12,1,,9,10,,2,4,, +phillde01,1907,1,PIT,NL,35,65,5,12,0,0,0,3,0,,7,6,,0,5,, +pickeol01,1907,1,SLA,AL,151,576,63,159,15,10,0,60,15,,35,54,,3,20,, +pittito01,1907,1,PHI,NL,16,36,3,5,1,0,0,2,1,,2,15,,0,0,, +planked01,1907,1,PHA,AL,43,123,9,26,1,1,1,9,1,,6,22,,1,8,, +powelja01,1907,1,SLA,AL,32,91,5,12,1,0,0,4,0,,6,25,,1,1,, +powerdo01,1907,1,PHA,AL,59,159,9,29,3,0,0,9,1,,7,28,,0,14,, +pruiete01,1907,1,BOS,AL,35,51,2,8,2,0,0,0,0,,4,12,,0,1,, +quillle01,1907,1,CHA,AL,49,151,17,29,5,0,0,14,8,,10,31,,3,5,, +randane01,1907,1,CHN,NL,22,78,6,16,4,2,0,4,2,,8,10,,0,2,, +randane01,1907,2,BSN,NL,75,258,16,55,6,3,0,15,4,,19,15,,7,6,, +raymobu01,1907,1,SLN,NL,8,22,2,2,0,1,0,1,0,,2,6,,0,0,, +reulbed01,1907,1,CHN,NL,27,63,4,11,1,0,1,3,0,,1,13,,0,4,, +rhoadbo01,1907,1,CLE,AL,35,92,5,17,2,0,0,6,2,,2,23,,0,6,, +richile01,1907,1,PHI,NL,25,43,3,7,0,1,0,2,0,,2,7,,0,2,, +rickebr01,1907,1,NYA,AL,52,137,16,25,1,3,0,15,4,,11,25,,2,2,, +ritchcl01,1907,1,BSN,NL,144,499,45,127,17,4,2,51,8,,50,32,,5,18,, +rittele01,1907,1,BRO,NL,93,271,15,55,6,1,0,17,5,,18,40,,1,8,, +rohege01,1907,1,CHA,AL,144,494,46,105,11,2,2,51,16,,39,30,,3,19,, +rossmcl01,1907,1,DET,AL,153,571,60,158,21,8,0,69,20,,33,51,,2,28,, +ruckena01,1907,1,BRO,NL,37,97,6,15,1,1,0,8,0,,3,23,,0,3,, +scanldo01,1907,1,BRO,NL,17,34,2,9,1,2,0,6,0,,6,7,,0,0,, +schaege01,1907,1,DET,AL,109,372,44,96,12,3,1,32,21,,30,34,,0,17,, +schlala01,1907,1,WS1,AL,24,74,10,10,0,0,1,4,7,,22,13,,3,4,, +schlead01,1907,1,CIN,NL,84,246,28,67,3,2,0,27,5,,28,16,,0,7,, +schmibo01,1907,1,DET,AL,104,349,32,85,6,6,0,23,8,,5,30,,7,10,, +schreos01,1907,1,PHA,AL,101,356,30,97,16,3,0,38,4,,17,32,,0,3,, +schulfr01,1907,1,CHN,NL,97,342,44,98,14,7,2,32,7,,22,38,,5,20,, +sentepa01,1907,1,PHI,NL,3,3,0,0,0,0,0,0,0,,1,1,,0,0,, +seyboso01,1907,1,PHA,AL,147,564,58,153,29,4,5,92,10,,40,46,,4,26,, +seymocy01,1907,1,NY1,NL,131,473,46,139,25,8,3,75,21,,36,35,,5,13,, +shannow01,1907,1,WS1,AL,4,7,0,1,0,0,0,0,0,,0,2,,0,0,, +shannsp01,1907,1,NY1,NL,155,585,104,155,12,5,1,33,33,,82,58,,8,10,, +shawal01,1907,1,BOS,AL,76,198,10,38,1,3,0,7,4,,18,24,,3,2,, +shawal02,1907,1,SLN,NL,9,25,2,7,0,0,0,1,1,,3,0,,1,3,, +shayda01,1907,1,NY1,NL,35,79,10,15,1,1,1,6,5,,12,5,,1,1,, +sheckji01,1907,1,CHN,NL,143,484,76,129,23,1,1,36,31,,76,53,,6,35,, +sheehto01,1907,1,PIT,NL,75,226,23,62,2,3,0,25,10,,23,6,,0,14,, +shielch01,1907,1,SLN,NL,3,2,0,0,0,0,0,0,0,,0,0,,0,0,, +shipkbi01,1907,1,WS1,AL,64,189,17,37,3,2,1,9,6,,15,37,,2,4,, +sieveed01,1907,1,DET,AL,39,94,5,15,2,1,0,4,1,,0,24,,1,3,, +slaglji01,1907,1,CHN,NL,136,489,71,126,6,6,0,32,28,,76,52,,1,9,, +smithch02,1907,1,WS1,AL,37,84,5,12,1,0,0,2,0,,3,13,,1,5,, +smithfr03,1907,1,CHA,AL,42,92,11,18,3,0,0,11,2,,16,28,,2,6,, +smithfr04,1907,1,CIN,NL,18,28,1,3,0,0,0,1,1,,0,8,,0,1,, +smithha03,1907,1,PIT,NL,18,38,4,10,1,0,0,1,0,,4,1,,2,1,, +smithto03,1907,1,WS1,AL,51,139,12,26,1,1,0,8,3,,18,17,,1,13,, +spadebo01,1907,1,CIN,NL,3,7,0,2,1,0,0,2,0,,2,2,,0,0,, +sparktu01,1907,1,PHI,NL,33,89,1,3,0,0,0,2,0,,3,33,,1,4,, +speaktr01,1907,1,BOS,AL,7,19,0,3,0,0,0,1,0,,1,4,,0,0,, +spenctu01,1907,1,SLA,AL,71,230,27,61,11,1,1,25,1,,7,25,,4,3,, +steelel01,1907,1,BOS,AL,4,4,0,0,0,0,0,0,0,,0,3,,0,0,, +steinha01,1907,1,CHN,NL,152,542,52,144,25,5,1,70,19,,37,39,,9,25,, +stephji01,1907,1,SLA,AL,58,173,15,35,6,3,0,11,3,,15,25,,1,4,, +stonege01,1907,1,SLA,AL,155,596,77,191,13,11,4,59,23,,59,67,,6,11,, +storkal01,1907,1,PIT,NL,112,357,24,92,6,6,1,39,6,,16,35,,3,12,, +stovage01,1907,1,CLE,AL,124,466,38,110,17,6,1,36,13,,18,39,,2,14,, +stransa01,1907,1,NY1,NL,123,306,56,77,20,4,4,30,21,,60,45,,8,4,, +stricel01,1907,1,BRO,NL,30,81,9,12,2,1,0,2,1,,7,18,,0,1,, +sullibi03,1907,1,CHA,AL,112,329,30,59,8,4,0,36,6,,21,69,,3,10,, +sullide02,1907,1,BOS,AL,144,551,73,135,18,0,1,26,16,,44,59,,12,26,, +swaciha01,1907,1,PIT,NL,26,95,9,19,1,1,0,10,1,,4,9,,1,2,, +sweenbi02,1907,1,CHN,NL,3,10,1,1,0,0,0,1,1,,1,0,,0,1,, +sweenbi02,1907,2,BSN,NL,58,191,24,50,2,0,0,18,8,,15,15,,0,9,, +tanneje01,1907,1,BOS,AL,21,51,2,10,3,1,0,6,0,,2,6,,1,1,, +tannele01,1907,1,CHA,AL,33,108,9,26,2,0,0,11,3,,8,15,,0,3,, +taylodu01,1907,1,NY1,NL,29,48,3,6,1,0,0,6,0,,5,18,,0,5,, +tayloja02,1907,1,CHN,NL,18,47,2,9,2,0,0,1,0,,0,8,,0,0,, +tennefr02,1907,1,BSN,NL,150,554,83,151,18,8,0,26,15,,82,48,,5,18,, +thielja01,1907,1,CLE,AL,21,59,7,12,2,0,0,3,2,,4,10,,0,4,, +thomair01,1907,1,NYA,AL,80,208,20,40,5,4,1,24,5,,10,24,,3,3,, +thomaro01,1907,1,PHI,NL,121,419,70,102,15,3,1,23,11,,83,31,,4,15,, +tiemeed01,1907,1,CIN,NL,1,0,1,0,0,0,0,0,0,,1,0,,0,0,, +tiftra01,1907,1,NYA,AL,4,5,0,0,0,0,0,0,0,,0,1,,1,0,, +tinkejo01,1907,1,CHN,NL,117,402,36,89,11,3,1,36,20,,25,31,,1,16,, +titusjo01,1907,1,PHI,NL,145,523,72,144,23,12,3,63,9,,47,34,,9,11,, +tonkido01,1907,1,WS1,AL,1,2,1,2,0,0,0,0,0,,0,0,,0,0,, +turnete01,1907,1,CLE,AL,140,524,57,127,20,7,0,46,27,,19,37,,2,16,, +unglabo01,1907,1,BOS,AL,139,544,49,138,17,13,1,62,14,,23,59,,0,17,, +vickeru01,1907,1,PHA,AL,10,20,0,3,0,0,0,0,0,,0,3,,0,1,, +wadderu01,1907,1,PHA,AL,44,101,4,12,2,0,0,3,0,,4,38,,0,2,, +wadeha01,1907,1,NY1,NL,1,0,0,0,0,0,0,0,0,,0,0,,1,0,, +wagnehe01,1907,1,BOS,AL,111,385,29,82,10,4,2,21,20,,31,29,,2,11,, +wagneho01,1907,1,PIT,NL,142,515,98,180,38,14,6,82,61,,46,40,,5,14,, +wakefho01,1907,1,CLE,AL,26,37,4,5,2,0,0,3,0,,3,5,,0,0,, +wallabo01,1907,1,SLA,AL,147,538,56,138,20,7,0,70,16,,54,32,,3,9,, +walshco01,1907,1,PIT,NL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +walshed01,1907,1,CHA,AL,57,154,7,25,8,2,1,10,2,,0,44,,1,1,, +warnejo01,1907,1,WS1,AL,72,207,11,53,5,0,0,17,3,,12,14,,3,2,, +weimeja01,1907,1,CIN,NL,30,72,7,14,1,0,1,4,1,,5,9,,0,4,, +weldami01,1907,1,CHA,AL,24,35,2,8,1,1,0,0,0,,6,9,,0,3,, +westeos01,1907,1,BSN,NL,2,6,0,2,0,0,0,1,0,,1,1,,0,0,, +whitedo01,1907,1,CHA,AL,48,90,12,20,1,0,0,2,2,,12,16,,0,12,, +whitege01,1907,1,BOS,AL,4,12,0,2,0,0,0,1,0,,0,4,,0,0,, +whitije01,1907,1,BRO,NL,2,2,0,0,0,0,0,0,0,,0,1,,0,0,, +willeed01,1907,1,DET,AL,10,13,1,1,0,0,0,1,0,,1,5,,0,0,, +williji01,1907,1,NYA,AL,139,504,53,136,17,11,2,63,14,,35,50,,1,11,, +willivi01,1907,1,PIT,NL,39,103,3,14,0,0,0,4,2,,7,15,,0,5,, +wiltsho01,1907,1,NY1,NL,36,67,5,9,2,1,0,9,2,,5,3,,1,1,, +wintege01,1907,1,BOS,AL,35,94,6,21,1,0,0,0,3,,3,25,,2,1,, +wolteha01,1907,1,CIN,NL,4,15,1,2,0,0,0,1,0,,0,5,,0,0,, +wolteha01,1907,2,PIT,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +wolteha01,1907,3,SLN,NL,16,47,4,16,0,0,0,6,1,,3,7,,0,0,, +yeagejo01,1907,1,SLA,AL,123,436,32,104,21,7,1,44,11,,31,28,,3,8,, +youngcy01,1907,1,BOS,AL,46,125,10,27,1,0,1,5,3,,1,14,,1,1,, +youngir01,1907,1,BSN,NL,40,80,2,13,1,1,0,3,1,,0,30,,1,1,, +zimmehe01,1907,1,CHN,NL,5,9,0,2,1,0,0,1,0,,0,0,,0,0,, +abbated01,1908,1,PIT,NL,146,500,43,125,16,7,1,61,22,,58,49,,7,25,, +alperwh01,1908,1,BRO,NL,70,213,17,42,3,1,1,15,2,,9,32,,7,9,, +altizda01,1908,1,WS1,AL,67,205,19,46,1,1,0,18,8,,13,12,,1,12,, +altizda01,1908,2,CLE,AL,29,89,11,19,1,2,0,5,7,,7,4,,1,12,, +altroni01,1908,1,CHA,AL,23,49,6,10,2,0,0,3,1,,0,8,,2,1,, +amesre01,1908,1,NY1,NL,18,36,5,7,0,0,0,2,0,,1,12,,0,4,, +anderjo01,1908,1,CHA,AL,123,355,36,93,17,1,0,47,21,,30,33,,1,13,, +arellfr01,1908,1,BOS,AL,13,30,1,5,0,2,0,1,0,,0,4,,0,0,, +atzja01,1908,1,CHA,AL,83,206,24,40,3,0,0,27,9,,31,21,,4,12,, +bailebi01,1908,1,SLA,AL,22,34,3,3,0,0,0,4,0,,2,13,,0,2,, +bakerfr01,1908,1,PHA,AL,9,31,5,9,3,0,0,2,0,,0,2,,0,2,, +baldwof01,1908,1,SLN,NL,4,6,0,0,0,0,0,0,0,,0,4,,0,0,, +ballji01,1908,1,BSN,NL,6,15,1,1,0,0,0,0,0,,1,5,,0,1,, +ballne01,1908,1,NYA,AL,132,446,35,110,16,2,0,38,32,,21,91,,2,15,, +barreji01,1908,1,BOS,AL,3,8,0,1,0,0,0,1,0,,1,1,,0,0,, +barrsc01,1908,1,PHA,AL,19,56,4,8,2,0,0,1,0,,3,10,,1,1,, +barryja01,1908,1,PHA,AL,40,135,13,30,4,3,0,8,5,,10,11,,3,2,, +barrysh01,1908,1,SLN,NL,74,268,24,61,8,1,0,11,9,,19,11,,3,8,, +barrysh01,1908,2,NY1,NL,37,67,5,10,1,1,0,5,1,,9,4,,1,4,, +batesjo02,1908,1,BSN,NL,127,445,48,115,14,6,1,29,25,,35,47,,2,13,, +bayha01,1908,1,CLE,AL,2,0,0,0,0,0,0,0,0,,0,0,,0,0,, +bayledi01,1908,1,CIN,NL,19,71,7,16,1,0,1,3,0,,6,12,,2,1,, +beaumgi01,1908,1,BSN,NL,125,476,66,127,20,6,2,52,13,,42,32,,1,13,, +beckebe01,1908,1,PIT,NL,20,65,4,10,0,1,0,0,2,,2,5,,1,0,, +beckebe01,1908,2,BSN,NL,43,171,13,47,3,1,0,7,7,,7,24,,0,2,, +beebefr01,1908,1,SLN,NL,29,56,1,7,0,1,0,1,0,,0,4,,0,3,, +beechro01,1908,1,NY1,NL,3,3,1,1,1,0,0,0,0,,0,0,,0,0,, +bellge01,1908,1,BRO,NL,29,47,1,8,2,2,0,6,0,,1,9,,0,5,, +bemisha01,1908,1,CLE,AL,91,277,23,62,9,1,0,33,14,,7,46,,4,10,, +bendech01,1908,1,PHA,AL,20,50,5,11,1,0,0,2,1,,10,13,,0,1,, +bergebi01,1908,1,BRO,NL,99,302,8,53,8,2,0,15,1,,5,31,,0,13,, +bergehe01,1908,1,CLE,AL,29,74,3,8,3,0,0,5,0,,0,30,,0,5,, +beschbo01,1908,1,CIN,NL,32,114,16,31,5,5,0,17,10,,9,22,,2,2,, +billiha01,1908,1,NYA,AL,6,6,0,1,0,0,0,0,0,,0,3,,0,0,, +birmijo01,1908,1,CLE,AL,122,413,32,88,10,1,2,38,15,,19,63,,3,11,, +blairwa01,1908,1,NYA,AL,76,211,9,40,5,1,1,13,4,,11,31,,2,6,, +blissja01,1908,1,SLN,NL,44,136,9,29,4,0,1,5,3,,8,24,,2,5,, +bluebe01,1908,1,SLA,AL,11,24,2,9,1,2,0,1,0,,3,5,,0,1,, +bluebe01,1908,2,PHA,AL,6,18,2,3,0,0,0,1,0,,0,2,,0,0,, +boultja01,1908,1,BSN,NL,18,21,2,3,0,0,0,1,1,,1,5,,0,4,, +bowerfr01,1908,1,BSN,NL,86,254,16,58,8,1,1,25,4,,13,15,,3,4,, +bradlbi01,1908,1,CLE,AL,148,548,70,133,24,7,1,46,18,,29,61,,13,60,, +bradyki01,1908,1,BOS,AL,1,2,0,0,0,0,0,0,0,,0,1,,0,0,, +brainda01,1908,1,CIN,NL,16,55,4,6,0,0,0,1,0,,8,3,,0,1,, +brainda01,1908,2,NY1,NL,11,17,2,3,0,0,0,1,1,,2,3,,0,0,, +brandch01,1908,1,PIT,NL,3,7,0,1,0,0,0,0,0,,0,2,,0,0,, +branski01,1908,1,PHI,NL,144,527,53,160,25,7,3,71,30,,23,25,,2,16,, +bresnro01,1908,1,NY1,NL,140,449,70,127,25,3,1,54,14,,83,33,,6,24,, +bridwal01,1908,1,NY1,NL,147,467,53,133,14,1,0,46,20,,52,20,,6,20,, +brownbu01,1908,1,PHI,NL,4,5,0,1,0,0,0,0,0,,0,3,,0,0,, +brownge01,1908,1,BSN,NL,138,536,61,122,10,6,1,34,17,,36,61,,0,18,, +brownmo01,1908,1,CHN,NL,46,121,5,25,0,0,0,4,2,,2,20,,0,5,, +burchal01,1908,1,BRO,NL,123,456,45,111,8,4,2,18,15,,33,61,,0,11,, +burchfr01,1908,1,BOS,AL,32,69,6,17,0,0,0,5,0,,0,4,,0,3,, +burnsbi01,1908,1,WS1,AL,23,54,1,8,2,0,0,0,1,,2,16,,0,0,, +bushdo01,1908,1,DET,AL,20,68,13,20,1,1,0,4,2,,7,11,,0,4,, +byrnebo01,1908,1,SLN,NL,127,439,27,84,7,1,0,14,16,,23,59,,4,24,, +camniho01,1908,1,PIT,NL,38,72,4,6,0,0,0,3,0,,7,23,,0,6,, +campbbi01,1908,1,CIN,NL,35,72,1,6,0,1,0,3,0,,3,10,,1,6,, +campbvi01,1908,1,CHN,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +carliwa01,1908,1,BOS,AL,3,10,0,1,0,0,0,0,1,,1,4,,0,0,, +carribi02,1908,1,BOS,AL,57,149,13,35,5,2,0,14,1,,3,12,,1,8,, +carteni01,1908,1,PHA,AL,14,20,1,2,0,0,0,0,0,,0,5,,0,0,, +catesel01,1908,1,WS1,AL,40,59,5,11,1,1,0,3,0,,6,14,,1,5,, +catteto01,1908,1,BRO,NL,19,68,5,13,1,1,1,2,0,,5,13,,1,2,, +chancfr01,1908,1,CHN,NL,129,452,65,123,27,4,2,55,27,,37,37,,8,16,, +chappbi01,1908,1,BSN,NL,13,21,1,1,1,0,0,0,0,,2,6,,0,2,, +charlch01,1908,1,SLN,NL,121,454,39,93,14,3,1,17,15,,19,43,,1,20,, +chaseha01,1908,1,NYA,AL,106,405,50,104,11,3,1,36,27,,15,34,,1,9,, +chechch01,1908,1,CLE,AL,27,48,5,5,1,0,0,0,0,,8,17,,0,3,, +chesbja01,1908,1,NYA,AL,45,102,8,18,2,1,0,6,0,,0,23,,1,3,, +cicoted01,1908,1,BOS,AL,40,72,10,17,2,1,0,6,1,,3,13,,0,0,, +clarkfr01,1908,1,PIT,NL,151,551,83,146,18,15,2,53,24,,65,23,,6,22,, +clarkjo02,1908,1,CLE,AL,131,492,70,119,8,4,1,21,37,,76,84,,4,9,, +clarkni01,1908,1,CLE,AL,97,290,34,70,8,6,1,27,6,,30,38,,1,7,, +clarkwa01,1908,1,CLE,AL,2,1,0,1,0,0,0,2,0,,0,0,,0,0,, +clemewa01,1908,1,PHI,NL,16,36,0,8,3,0,0,1,2,,0,6,,0,3,, +clymeot01,1908,1,WS1,AL,110,368,32,93,11,4,1,35,19,,20,39,,0,9,, +coaklan01,1908,1,CIN,NL,32,76,3,7,1,0,0,1,0,,2,32,,0,5,, +coaklan01,1908,2,CHN,NL,4,6,0,0,0,0,0,0,0,,0,2,,0,0,, +cobbty01,1908,1,DET,AL,150,580,88,188,36,20,4,108,39,,34,42,,6,15,, +collied01,1908,1,PHA,AL,102,330,39,90,18,7,1,40,8,,16,30,,3,15,, +colliji01,1908,1,PHA,AL,115,433,34,94,14,3,0,30,5,,20,23,,4,13,, +conrowi01,1908,1,NYA,AL,141,531,44,126,22,3,1,39,23,,14,54,,1,22,, +coombja01,1908,1,PHA,AL,78,220,24,56,9,5,1,23,6,,9,34,,1,9,, +corrifr01,1908,1,PHI,NL,27,73,2,9,0,0,0,1,0,,6,20,,1,3,, +coughbi01,1908,1,DET,AL,119,405,32,87,5,1,0,23,10,,23,47,,7,15,, +coulsbo01,1908,1,CIN,NL,8,18,3,6,1,1,0,1,0,,3,3,,0,0,, +courter01,1908,1,PHI,NL,60,160,14,29,3,0,0,6,1,,15,20,,2,5,, +covelha01,1908,1,PHI,NL,6,15,2,2,0,1,0,1,0,,0,10,,0,2,, +cranddo01,1908,1,NY1,NL,34,72,8,16,4,0,2,6,0,,4,11,,1,6,, +cravaga01,1908,1,BOS,AL,94,277,43,71,10,11,1,34,6,,38,52,,4,8,, +crawfsa01,1908,1,DET,AL,152,591,102,184,33,16,7,80,15,,37,28,,3,23,, +creebi01,1908,1,NYA,AL,21,78,5,21,0,2,0,4,1,,7,12,,2,1,, +crigelo01,1908,1,BOS,AL,84,237,12,45,4,2,0,25,1,,13,14,,0,7,, +crissdo01,1908,1,SLA,AL,64,82,15,28,6,0,0,14,1,,9,5,,0,0,, +dahlebi01,1908,1,BSN,NL,144,524,50,125,23,2,3,48,10,,35,45,,8,21,, +daleyto01,1908,1,CIN,NL,14,46,5,5,0,0,0,1,1,,3,6,,2,0,, +davidho01,1908,1,CLE,AL,9,4,2,0,0,0,0,0,1,,0,0,,0,0,, +davisge01,1908,1,CHA,AL,128,419,41,91,14,1,0,26,22,,41,46,,7,30,, +davisha01,1908,1,PHA,AL,147,513,65,127,23,9,5,62,20,,61,56,,4,21,, +deinipe01,1908,1,PHI,NL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +delahfr01,1908,1,NYA,AL,37,125,12,32,1,2,0,10,9,,10,13,,1,1,, +delahji01,1908,1,WS1,AL,83,287,33,91,11,4,1,30,16,,24,24,,3,9,, +delahjo01,1908,1,SLN,NL,140,499,37,127,14,11,1,44,11,,32,43,,7,15,, +devliar01,1908,1,NY1,NL,157,534,59,135,18,4,2,45,19,,62,31,,14,19,, +devorjo01,1908,1,NY1,NL,5,6,1,1,0,0,0,2,1,,1,1,,0,0,, +dinnebi01,1908,1,SLA,AL,27,59,4,12,1,0,0,1,0,,2,12,,0,1,, +donahji02,1908,1,CHA,AL,93,304,22,62,8,2,0,22,14,,25,30,,3,8,, +donahpa01,1908,1,BOS,AL,35,86,8,17,2,0,1,6,0,,9,12,,2,2,, +donlimi01,1908,1,NY1,NL,155,593,71,198,26,13,6,106,30,,23,39,,5,33,, +donovbi01,1908,1,DET,AL,30,82,5,13,1,0,0,2,2,,10,26,,0,1,, +donovmi01,1908,1,NYA,AL,5,19,2,5,1,0,0,2,0,,0,6,,0,0,, +dooinre01,1908,1,PHI,NL,133,435,28,108,17,4,0,41,20,,17,20,,4,12,, +doolami01,1908,1,PHI,NL,129,445,29,104,25,4,2,49,5,,17,45,,3,19,, +dornegu01,1908,1,BSN,NL,38,67,4,12,0,0,0,3,0,,0,8,,0,5,, +doschja01,1908,1,CIN,NL,7,15,0,2,0,0,0,0,0,,2,8,,0,0,, +doughpa01,1908,1,CHA,AL,138,482,68,134,11,6,0,45,47,,58,51,,10,19,, +downsre01,1908,1,DET,AL,84,289,28,64,10,3,1,35,2,,5,43,,1,8,, +doylela01,1908,1,NY1,NL,104,377,65,116,16,9,0,33,17,,22,21,,5,25,, +doylesl01,1908,1,NYA,AL,12,14,1,3,0,0,0,0,0,,2,5,,0,0,, +dubucje01,1908,1,CIN,NL,15,29,2,4,1,0,0,2,0,,0,10,,0,2,, +dunnjo01,1908,1,BRO,NL,20,64,3,11,3,0,0,5,0,,0,19,,0,2,, +durbiki01,1908,1,CHN,NL,14,28,3,7,1,0,0,0,0,,2,3,,1,1,, +durhabu01,1908,1,NY1,NL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +dygerji01,1908,1,PHA,AL,41,75,5,6,0,0,0,1,0,,1,23,,0,5,, +edmonbo01,1908,1,WS1,AL,26,80,5,15,4,1,0,2,0,,7,18,,1,0,, +eganbe01,1908,1,PHA,AL,2,6,1,1,1,0,0,0,0,,1,3,,0,0,, +egandi01,1908,1,CIN,NL,18,68,8,14,3,1,0,5,7,,2,8,,0,6,, +elberki01,1908,1,NYA,AL,19,56,11,11,3,0,0,5,1,,6,3,,5,2,, +evansst01,1908,1,NY1,NL,2,2,0,1,0,0,0,0,0,,0,0,,0,0,, +eversjo01,1908,1,CHN,NL,126,416,83,125,19,6,0,37,36,,66,14,,5,22,, +ewingbo01,1908,1,CIN,NL,37,94,5,14,3,0,0,5,2,,2,16,,4,4,, +falkecy01,1908,1,WS1,AL,17,27,3,6,0,0,0,0,0,,0,10,,0,1,, +falkecy01,1908,2,CLE,AL,8,17,3,2,0,0,0,0,0,,0,7,,0,0,, +farmeal01,1908,1,BRO,NL,12,30,1,5,1,0,0,2,0,,1,3,,0,1,, +ferguge01,1908,1,BSN,NL,38,65,8,11,1,1,0,0,0,,5,14,,0,3,, +ferriho01,1908,1,SLA,AL,148,555,54,150,26,7,2,74,6,,14,72,,2,30,, +fienelo01,1908,1,CHA,AL,1,3,0,0,0,0,0,0,0,,0,0,,0,0,, +filesed01,1908,1,PHA,AL,2,3,0,0,0,0,0,0,0,,0,1,,0,0,, +finlape01,1908,1,BRO,NL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +flahepa02,1908,1,BSN,NL,32,86,8,12,0,2,0,5,2,,6,23,,0,5,, +flateja01,1908,1,PHA,AL,5,15,1,2,0,1,0,3,0,,0,7,,0,1,, +flickel01,1908,1,CLE,AL,9,35,4,8,1,1,0,2,0,,3,3,,0,1,, +fosteed01,1908,1,CLE,AL,6,6,0,0,0,0,0,0,0,,0,1,,1,0,, +foxenbi01,1908,1,PHI,NL,22,53,0,5,0,0,0,1,1,,3,19,,0,1,, +foxja01,1908,1,PHA,AL,9,30,2,6,0,0,0,0,2,,0,7,,0,1,, +frasech01,1908,1,CHN,NL,26,50,3,6,1,0,0,1,1,,2,13,,0,5,, +freemje01,1908,1,WS1,AL,154,531,45,134,15,5,1,45,6,,36,60,,3,9,, +frommar01,1908,1,SLN,NL,20,36,2,5,0,0,0,2,0,,1,7,,0,2,, +gaisefr01,1908,1,SLN,NL,1,1,0,0,0,0,0,0,0,,0,1,,0,0,, +ganlebo01,1908,1,WS1,AL,150,549,61,131,19,9,1,36,30,,45,41,,2,52,, +ganzejo01,1908,1,CIN,NL,112,388,32,97,16,10,1,53,6,,19,27,,2,18,, +gardnea01,1908,1,NYA,AL,20,75,7,16,2,0,0,4,0,,1,6,,1,3,, +gardnla01,1908,1,BOS,AL,3,10,0,3,1,0,0,1,0,,0,1,,0,0,, +gehrihe01,1908,1,WS1,AL,5,5,2,3,3,0,0,5,0,,0,1,,0,0,, +gessldo01,1908,1,BOS,AL,128,435,55,134,13,14,3,63,19,,51,47,,11,10,, +gibsoge01,1908,1,PIT,NL,143,486,37,111,19,4,2,45,4,,19,32,,2,10,, +gilbebi02,1908,1,SLN,NL,89,276,12,59,7,0,0,10,6,,20,20,,3,8,, +gillwa01,1908,1,PIT,NL,27,76,10,17,0,1,0,14,3,,11,6,,6,9,, +gladefr01,1908,1,NYA,AL,5,10,0,0,0,0,0,0,0,,0,5,,0,0,, +glazera01,1908,1,BOS,AL,10,13,0,1,0,0,0,0,0,,0,4,,0,0,, +gleaski01,1908,1,PHI,NL,2,1,0,0,0,0,0,0,0,,0,0,,0,0,, +goodwi01,1908,1,CLE,AL,46,154,23,43,1,3,1,14,7,,13,33,,4,4,, +grahabi01,1908,1,SLA,AL,21,42,0,5,0,0,0,0,0,,0,24,,0,2,, +grahape01,1908,1,BSN,NL,75,215,22,59,5,0,0,22,4,,23,15,,6,6,, +graneja01,1908,1,CLE,AL,2,0,0,0,0,0,0,0,0,,0,0,,0,0,, +granted01,1908,1,PHI,NL,147,598,69,146,13,8,0,32,27,,35,71,,3,14,, +hahned01,1908,1,CHA,AL,122,447,58,112,12,8,0,21,11,,39,21,,13,13,, +hannija01,1908,1,NY1,NL,1,2,0,0,0,0,0,0,0,,0,0,,0,0,, +hannija01,1908,2,BSN,NL,90,257,30,53,6,2,2,22,7,,28,21,,0,11,, +hartmch01,1908,1,BOS,AL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +hartsto01,1908,1,PHA,AL,129,460,73,112,16,6,4,29,15,,93,55,,0,8,, +hartzro01,1908,1,SLA,AL,115,422,41,112,5,6,2,32,24,,19,38,,3,23,, +haydeja01,1908,1,CHN,NL,11,45,3,9,2,0,0,2,1,,1,5,,0,2,, +heidrem01,1908,1,SLA,AL,26,93,8,20,2,2,1,6,3,,1,18,,0,3,, +hemphch01,1908,1,NYA,AL,142,505,62,150,12,9,0,44,42,,59,43,,3,14,, +herzobu01,1908,1,NY1,NL,64,160,38,48,6,2,0,11,16,,36,14,,7,10,, +hessot01,1908,1,CLE,AL,9,14,0,0,0,0,0,0,0,,1,5,,0,0,, +hickmch01,1908,1,CLE,AL,65,197,16,46,6,1,2,16,2,,9,12,,1,2,, +higgiir01,1908,1,SLN,NL,19,38,3,5,0,0,0,0,0,,0,6,,1,1,, +hilleho01,1908,1,PIT,NL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +hinchbi01,1908,1,CLE,AL,137,464,55,107,23,8,6,59,9,,38,68,,9,19,, +hoblidi01,1908,1,CIN,NL,32,114,8,29,3,2,0,8,2,,7,18,,2,3,, +hochha01,1908,1,PHI,NL,3,5,2,1,0,0,0,0,0,,2,2,,0,3,, +hoelsar01,1908,1,SLN,NL,62,155,10,36,7,1,0,6,1,,6,6,,1,10,, +hoeyja01,1908,1,BOS,AL,13,43,5,7,0,0,0,3,1,,0,10,,0,1,, +hoffmda01,1908,1,SLA,AL,99,363,41,91,9,7,1,25,17,,23,56,,5,11,, +hofmaso01,1908,1,CHN,NL,120,411,55,100,15,5,2,42,15,,33,34,,6,28,, +hoggbi01,1908,1,NYA,AL,24,43,1,4,0,0,0,3,0,,1,15,,0,1,, +holmeji01,1908,1,BRO,NL,13,13,1,1,0,0,0,0,0,,0,3,,0,0,, +howarde01,1908,1,CHN,NL,96,315,42,88,7,3,1,26,11,,23,21,,5,11,, +howelha01,1908,1,SLA,AL,41,120,10,22,7,0,1,9,0,,4,33,,0,1,, +huggimi01,1908,1,CIN,NL,135,498,65,119,14,5,0,23,30,,58,47,,2,28,, +hugheto01,1908,1,WS1,AL,43,87,7,17,1,3,0,7,0,,3,23,,0,8,, +hulswru01,1908,1,CIN,NL,119,386,27,88,5,7,1,28,7,,30,24,,2,12,, +hummejo01,1908,1,BRO,NL,154,594,51,143,11,12,4,41,20,,34,51,,2,12,, +isbelfr01,1908,1,CHA,AL,84,320,31,79,15,3,1,49,18,,19,40,,4,17,, +jacklfr01,1908,1,PHI,NL,37,86,6,19,3,0,0,7,3,,14,20,,1,4,, +jacksjo01,1908,1,PHA,AL,5,23,0,3,0,0,0,3,0,,0,3,,0,0,, +johnsch01,1908,1,PHI,NL,6,16,2,4,0,1,0,2,0,,1,3,,1,0,, +johnswa01,1908,1,WS1,AL,36,79,7,13,3,2,0,5,0,,6,23,,3,5,, +jonesch03,1908,1,SLA,AL,74,263,37,61,11,2,0,17,14,,14,39,,3,6,, +jonesda01,1908,1,DET,AL,56,121,17,25,2,1,0,10,11,,13,9,,0,4,, +jonesfi01,1908,1,CHA,AL,149,529,92,134,11,7,1,50,26,,86,41,,8,28,, +jonesto01,1908,1,SLA,AL,155,549,43,135,14,2,1,50,18,,30,21,,4,34,, +jordati01,1908,1,BRO,NL,148,515,58,127,18,5,12,60,9,,59,74,,3,11,, +jossad01,1908,1,CLE,AL,42,97,6,15,3,2,0,10,3,,13,45,,0,3,, +kahoemi01,1908,1,WS1,AL,17,27,1,5,1,0,0,0,0,,0,2,,0,0,, +kaneji01,1908,1,PIT,NL,55,145,16,35,3,3,0,22,5,,12,16,,0,9,, +kanejo01,1908,1,CIN,NL,130,455,61,97,11,7,3,23,30,,43,54,,13,26,, +kargeed01,1908,1,SLN,NL,24,54,4,13,1,1,0,3,1,,0,9,,2,0,, +keelebu01,1908,1,WS1,AL,31,49,3,5,0,0,0,0,1,,2,20,,0,6,, +keelewi01,1908,1,NYA,AL,91,323,38,85,3,1,1,14,14,,31,10,,5,21,, +kellejo01,1908,1,BSN,NL,73,228,25,59,8,2,2,17,5,,27,25,,2,6,, +kelloal01,1908,1,PHA,AL,3,8,0,1,0,0,0,0,0,,0,1,,0,0,, +killere01,1908,1,DET,AL,28,75,9,16,1,0,0,11,4,,3,10,,1,6,, +killied01,1908,1,DET,AL,28,73,5,10,3,0,0,6,0,,0,10,,0,0,, +kleinre01,1908,1,NYA,AL,96,279,16,47,3,2,1,13,5,,22,31,,3,8,, +klingjo01,1908,1,CHN,NL,126,424,51,117,23,5,4,59,16,,21,33,,3,13,, +knabeot01,1908,1,PHI,NL,151,555,63,121,26,8,0,27,27,,49,46,,7,42,, +koneted01,1908,1,SLN,NL,154,545,46,135,19,12,5,50,16,,38,69,,10,25,, +krausha01,1908,1,PHA,AL,4,7,0,0,0,0,0,0,0,,0,3,,0,0,, +krohru01,1908,1,CHN,NL,2,4,0,0,0,0,0,0,0,,1,1,,0,0,, +krugeab01,1908,1,BRO,NL,2,2,0,0,0,0,0,0,0,,0,0,,0,0,, +lajoina01,1908,1,CLE,AL,157,581,77,168,32,6,2,74,15,,47,20,,9,30,, +lakejo01,1908,1,NYA,AL,45,112,6,21,4,1,1,8,2,,1,26,,0,1,, +landgr01,1908,1,CLE,AL,8,16,1,3,0,0,0,2,0,,0,2,,0,1,, +laporfr01,1908,1,BOS,AL,62,156,14,37,1,3,0,15,3,,12,8,,1,3,, +laporfr01,1908,2,NYA,AL,39,145,7,38,3,4,1,15,3,,8,12,,0,5,, +lappja01,1908,1,PHA,AL,13,35,4,5,0,1,0,1,0,,5,8,,1,1,, +lattibi01,1908,1,CLE,AL,4,9,1,4,0,0,0,2,0,,0,1,,0,2,, +leachto01,1908,1,PIT,NL,152,583,93,151,24,16,5,41,24,,54,40,,2,27,, +leevesa01,1908,1,PIT,NL,38,61,5,9,0,1,0,3,1,,4,8,,1,2,, +leifile01,1908,1,PIT,NL,34,75,6,17,1,1,0,2,2,,4,14,,0,3,, +lewisph01,1908,1,BRO,NL,118,415,22,91,5,6,1,30,9,,13,21,,0,16,, +liebhgl01,1908,1,CLE,AL,38,80,4,14,4,1,0,5,0,,2,25,,0,10,, +lindavi01,1908,1,BSN,NL,43,85,10,15,1,0,0,4,0,,5,19,,0,4,, +loberha01,1908,1,CIN,NL,155,570,71,167,17,18,4,63,47,,46,44,,2,32,, +lordha01,1908,1,BOS,AL,145,560,61,145,15,6,2,37,23,,22,43,,8,36,, +ludwibi01,1908,1,SLN,NL,66,187,15,34,2,2,0,8,3,,16,39,,0,4,, +lumleha01,1908,1,BRO,NL,127,440,36,95,13,12,4,39,4,,29,62,,1,16,, +lundgca01,1908,1,CHN,NL,23,47,2,7,0,0,0,1,0,,0,10,,1,5,, +lushjo01,1908,1,SLN,NL,45,89,7,15,2,0,0,2,1,,7,10,,0,4,, +mackbi01,1908,1,CHN,NL,2,3,1,2,0,1,0,0,0,,0,1,,0,0,, +maddoni01,1908,1,PIT,NL,36,94,9,25,3,3,0,8,0,,5,13,,1,4,, +mageesh01,1908,1,PHI,NL,143,508,79,144,30,16,2,57,40,,49,60,,11,19,, +malarbi01,1908,1,NY1,NL,15,6,1,0,0,0,0,0,0,,0,3,,0,0,, +mallohe01,1908,1,DET,AL,3,9,0,3,0,0,0,1,0,,0,2,,0,0,, +malonbi01,1908,1,BRO,NL,113,359,31,70,5,7,3,17,14,,24,71,,5,14,, +malonch01,1908,1,BSN,NL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +manniru01,1908,1,NYA,AL,44,91,7,17,2,2,0,4,1,,3,22,,0,1,, +manuemo01,1908,1,CHA,AL,18,16,0,1,0,0,0,1,0,,1,3,,0,1,, +manusfr01,1908,1,PHA,AL,23,77,6,12,2,1,0,0,2,,2,12,,1,2,, +marquru01,1908,1,NY1,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +marshdo01,1908,1,SLN,NL,6,14,0,1,0,0,0,1,0,,0,1,,0,1,, +marshdo01,1908,2,CHN,NL,12,20,4,6,0,1,0,3,0,,0,4,,0,0,, +martido01,1908,1,PHA,AL,1,1,0,0,0,0,0,0,0,,0,1,,0,0,, +mathech01,1908,1,NY1,NL,56,129,11,20,2,2,0,11,0,,9,12,,2,7,, +matteal01,1908,1,BSN,NL,5,8,0,1,0,0,0,0,0,,0,0,,0,2,, +maxwebe01,1908,1,PHA,AL,4,5,0,0,0,0,0,0,0,,0,5,,0,0,, +mcbrige01,1908,1,WS1,AL,155,518,47,120,10,6,0,34,12,,41,48,,3,16,, +mccarto02,1908,1,CIN,NL,1,2,0,0,0,0,0,0,0,,0,0,,0,0,, +mccarto02,1908,2,PIT,NL,4,4,1,0,0,0,0,0,0,,0,0,,0,0,, +mccarto02,1908,3,BSN,NL,14,35,3,6,1,0,0,2,0,,1,5,,1,4,, +mcconam01,1908,1,BOS,AL,140,502,77,140,10,6,2,43,31,,38,47,,11,11,, +mccormo01,1908,1,PHI,NL,11,22,0,2,0,0,0,2,0,,2,2,,0,1,, +mccormo01,1908,2,NY1,NL,73,252,31,76,16,3,0,32,6,,4,23,,1,6,, +mcfared01,1908,1,BOS,AL,19,48,5,10,2,1,0,4,0,,1,5,,0,1,, +mcganda01,1908,1,BSN,NL,135,475,52,114,8,5,2,55,9,,38,30,,19,20,, +mcgilbi02,1908,1,CIN,NL,2,2,0,0,0,0,0,0,0,,0,1,,0,0,, +mcginjo01,1908,1,NY1,NL,37,61,3,11,1,0,0,7,1,,1,8,,1,5,, +mcglyst01,1908,1,SLN,NL,16,26,0,2,0,0,0,0,0,,4,4,,0,1,, +mcguide01,1908,1,BOS,AL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +mcguide01,1908,2,CLE,AL,1,4,0,1,1,0,0,2,0,,0,1,,0,0,, +mchalji01,1908,1,BOS,AL,21,67,9,15,2,2,0,7,4,,4,13,,1,4,, +mcilvir01,1908,1,NYA,AL,44,169,17,36,3,3,0,8,6,,14,14,,1,4,, +mcintha01,1908,1,BRO,NL,40,100,5,20,3,1,0,4,0,,2,22,,0,1,, +mcintma01,1908,1,DET,AL,151,569,105,168,24,13,0,28,20,,83,63,,7,13,, +mclaura01,1908,1,SLN,NL,8,22,2,5,0,0,0,0,0,,0,3,,0,0,, +mcleala01,1908,1,CIN,NL,99,309,24,67,9,4,1,28,2,,15,15,,2,8,, +mcmahdo01,1908,1,BOS,AL,1,5,0,2,0,0,0,0,0,,0,1,,0,0,, +mcmilto01,1908,1,BRO,NL,43,147,9,35,3,0,0,3,5,,9,12,,3,5,, +mcquige01,1908,1,PHI,NL,48,119,4,18,1,0,0,3,0,,7,27,,2,6,, +merklfr01,1908,1,NY1,NL,38,41,6,11,2,1,1,7,0,,4,9,,0,2,, +milancl01,1908,1,WS1,AL,130,485,55,116,10,12,1,32,29,,38,41,,7,10,, +mitchmi01,1908,1,CIN,NL,119,406,41,90,9,6,1,37,18,,46,62,,2,14,, +moellda01,1908,1,PIT,NL,36,109,14,21,3,1,0,9,4,,9,25,,0,0,, +mooreea01,1908,1,PHI,NL,3,9,1,2,1,0,0,1,0,,0,3,,0,1,, +moranch02,1908,1,SLN,NL,21,63,2,11,1,2,0,2,0,,0,13,,0,0,, +moranhe01,1908,1,PHA,AL,19,59,4,9,0,0,0,4,1,,6,8,,1,2,, +moranhe01,1908,2,BSN,NL,8,29,3,8,0,0,0,2,1,,2,2,,2,1,, +moranpa01,1908,1,CHN,NL,50,150,12,39,5,1,0,12,6,,13,11,,1,8,, +morenle01,1908,1,PHI,NL,28,49,5,12,0,1,0,1,0,,1,7,,0,2,, +morgacy01,1908,1,BOS,AL,30,63,4,8,1,0,0,6,0,,1,23,,0,5,, +moriage02,1908,1,NYA,AL,101,348,25,82,12,1,0,27,22,,11,48,,5,8,, +morriwa01,1908,1,SLN,NL,23,73,1,13,1,1,0,2,1,,0,5,,0,4,, +mowremi01,1908,1,CIN,NL,77,227,17,50,9,1,0,23,5,,12,14,,2,11,, +mullige01,1908,1,DET,AL,55,125,13,32,2,2,1,8,2,,7,27,,2,3,, +murchsi01,1908,1,BRO,NL,6,11,1,2,1,0,0,0,0,,1,0,,0,0,, +murdowi01,1908,1,SLN,NL,27,62,5,16,3,0,0,5,4,,3,4,,0,1,, +murphda02,1908,1,PHA,AL,142,525,51,139,28,7,4,66,16,,32,37,,2,23,, +murrare01,1908,1,SLN,NL,154,593,64,167,19,15,7,62,48,,37,58,,8,4,, +needhto01,1908,1,NY1,NL,54,91,8,19,3,0,0,11,0,,12,11,,6,6,, +neighcy01,1908,1,PIT,NL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +nelsoan01,1908,1,CHA,AL,2,2,0,0,0,0,0,0,0,,1,0,,0,0,, +newtodo01,1908,1,NYA,AL,23,25,3,4,1,0,0,2,0,,2,12,,0,1,, +nichosi01,1908,1,PHA,AL,150,550,58,119,17,3,4,31,14,,35,47,,1,31,, +nilesha01,1908,1,NYA,AL,95,361,43,90,14,6,4,24,18,,25,29,,4,10,, +nilesha01,1908,2,BOS,AL,18,33,4,8,0,0,1,3,3,,6,2,,1,4,, +nillra01,1908,1,CLE,AL,11,23,3,5,0,0,0,1,0,,0,2,,0,2,, +oconnan01,1908,1,NYA,AL,1,3,0,0,0,0,0,0,0,,0,0,,0,0,, +oconnpa02,1908,1,PIT,NL,12,16,1,3,0,0,0,2,0,,0,2,,0,1,, +oldriru01,1908,1,PHA,AL,116,434,38,96,14,2,1,39,13,,18,50,,9,19,, +olearch01,1908,1,DET,AL,65,211,21,53,9,3,0,17,4,,9,16,,4,7,, +olmstfr01,1908,1,CHA,AL,1,1,0,0,0,0,0,0,0,,2,0,,0,0,, +orourpa01,1908,1,SLN,NL,53,164,8,32,4,2,0,16,2,,14,24,,1,8,, +orourqu01,1908,1,NYA,AL,34,108,5,25,1,0,0,3,4,,4,16,,0,3,, +orthal01,1908,1,NYA,AL,38,69,4,20,1,2,0,4,0,,2,7,,0,2,, +osborfr02,1908,1,PHI,NL,152,555,62,148,19,12,2,44,16,,30,28,,1,15,, +ostdiha01,1908,1,BOS,AL,1,3,0,0,0,0,0,0,0,,0,2,,0,0,, +osteech01,1908,1,SLN,NL,29,112,2,22,4,0,0,11,0,,0,11,,1,2,, +otoolma01,1908,1,CIN,NL,3,5,0,1,0,0,0,1,1,,0,1,,0,0,, +overaor01,1908,1,CHN,NL,38,70,3,9,1,1,0,9,1,,5,9,,1,8,, +owenfr01,1908,1,CHA,AL,25,50,3,9,3,0,0,4,1,,3,15,,0,1,, +parenfr01,1908,1,CHA,AL,119,391,28,81,7,5,0,35,9,,50,61,,2,18,, +paskedo01,1908,1,CIN,NL,118,395,40,96,14,4,1,36,25,,27,56,,4,16,, +pastoji01,1908,1,BRO,NL,28,62,4,8,0,1,0,0,0,,6,18,,0,3,, +patteca01,1908,1,WS1,AL,4,5,0,1,0,0,0,1,0,,0,0,,0,0,, +patteca01,1908,2,BOS,AL,1,1,0,0,0,0,0,0,0,,0,1,,0,0,, +patteha01,1908,1,BRO,NL,80,264,19,57,5,2,0,9,24,,25,40,,1,11,, +paynefr01,1908,1,DET,AL,20,45,3,3,0,0,0,2,1,,3,2,,3,4,, +pearcdu01,1908,1,CIN,NL,2,2,0,0,0,0,0,0,0,,0,1,,0,1,, +peltyba01,1908,1,SLA,AL,21,42,3,5,0,0,0,2,0,,0,5,,0,4,, +perrige01,1908,1,CLE,AL,89,310,23,67,8,5,0,19,8,,16,39,,0,5,, +perrycl01,1908,1,DET,AL,7,17,0,2,0,0,0,0,0,,0,2,,1,0,, +pfeffbi01,1908,1,BSN,NL,4,2,0,0,0,0,0,0,0,,0,1,,0,0,, +pfiesja01,1908,1,CHN,NL,33,79,2,8,1,0,0,2,1,,3,30,,0,4,, +phelped01,1908,1,PIT,NL,34,64,3,15,2,2,0,11,0,,2,8,,1,1,, +phillde01,1908,1,PIT,NL,5,4,1,1,1,0,0,0,0,,0,0,,0,0,, +pickeol01,1908,1,WS1,AL,113,373,45,84,7,4,2,30,13,,28,51,,3,3,, +planked01,1908,1,PHA,AL,36,89,4,16,4,0,0,4,1,,2,11,,0,1,, +powelja01,1908,1,SLA,AL,33,89,3,21,3,1,0,6,0,,1,10,,0,4,, +powerdo01,1908,1,PHA,AL,62,172,8,31,6,1,0,7,1,,5,35,,3,6,, +pruiete01,1908,1,BOS,AL,13,16,0,1,0,0,0,1,0,,0,5,,0,0,, +purtebi01,1908,1,CHA,AL,26,69,3,9,2,0,0,3,2,,2,8,,0,6,, +raymobu01,1908,1,SLN,NL,48,90,3,17,2,0,0,6,0,,5,27,,0,3,, +reillto01,1908,1,SLN,NL,29,81,5,14,1,0,1,3,4,,2,20,,0,2,, +reulbed01,1908,1,CHN,NL,46,99,10,23,6,2,0,9,1,,6,32,,0,9,, +rhoadbo01,1908,1,CLE,AL,37,90,6,20,2,2,0,4,2,,6,33,,0,5,, +rhodech01,1908,1,CIN,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +rhodech01,1908,2,SLN,NL,4,12,2,3,1,0,0,0,0,,0,5,,0,0,, +richile01,1908,1,PHI,NL,25,52,0,11,2,1,0,1,0,,1,8,,0,0,, +ritchcl01,1908,1,BSN,NL,121,421,44,115,10,3,2,36,7,,50,13,,8,21,, +rittele01,1908,1,BRO,NL,38,99,6,19,2,1,0,2,0,,7,9,,0,2,, +rossmcl01,1908,1,DET,AL,138,524,45,154,33,13,2,71,8,,27,50,,1,19,, +rowanja01,1908,1,CIN,NL,8,14,0,1,0,0,0,3,0,,2,8,,0,0,, +ruckena01,1908,1,BRO,NL,42,117,3,21,0,1,0,6,1,,1,14,,0,1,, +ryanja02,1908,1,CLE,AL,8,11,2,1,1,0,0,0,0,,3,6,,0,0,, +sallesl01,1908,1,SLN,NL,25,41,2,2,0,0,0,1,0,,3,22,,1,1,, +salvegu01,1908,1,PHA,AL,2,5,0,0,0,0,0,0,0,,0,3,,0,0,, +savidra01,1908,1,CIN,NL,4,7,0,0,0,0,0,0,0,,0,5,,0,0,, +schaege01,1908,1,DET,AL,153,584,96,151,20,10,3,52,40,,37,75,,1,43,, +schlead01,1908,1,CIN,NL,92,300,31,66,6,4,1,22,2,,22,22,,2,13,, +schlibi01,1908,1,PHA,AL,24,46,1,9,0,0,0,1,0,,1,16,,0,1,, +schmibo01,1908,1,DET,AL,122,419,45,111,14,3,1,38,5,,16,21,,3,16,, +schreos01,1908,1,PHA,AL,71,207,16,46,7,1,0,16,1,,6,12,,1,6,, +schreos01,1908,2,CHA,AL,6,16,1,3,0,0,0,0,0,,1,3,,0,2,, +schulfr01,1908,1,CHN,NL,102,386,42,91,20,2,1,43,15,,29,49,,3,25,, +schweal01,1908,1,SLA,AL,64,182,22,53,4,2,1,14,6,,20,25,,4,7,, +seyboso01,1908,1,PHA,AL,48,130,5,28,2,0,0,3,2,,12,16,,1,3,, +seymocy01,1908,1,NY1,NL,156,587,60,157,23,2,5,92,18,,30,34,,3,33,, +shannsp01,1908,1,NY1,NL,77,268,34,60,2,1,1,21,13,,28,24,,7,10,, +shannsp01,1908,2,PIT,NL,32,127,10,25,0,2,0,12,5,,9,11,,0,3,, +shaugsh01,1908,1,PHA,AL,8,29,2,9,0,0,0,1,3,,2,3,,0,2,, +shawal01,1908,1,CHA,AL,32,49,0,4,1,0,0,2,0,,2,10,,0,1,, +shawal02,1908,1,SLN,NL,107,367,40,97,13,4,1,19,9,,25,71,,0,8,, +shawhu01,1908,1,PIT,NL,1,1,0,0,0,0,0,0,0,,0,1,,0,0,, +sheanda01,1908,1,PHI,NL,14,48,4,7,2,0,0,2,1,,1,8,,1,3,, +sheckji01,1908,1,CHN,NL,115,403,54,93,18,3,2,22,18,,62,49,,2,21,, +sheehto01,1908,1,BRO,NL,146,468,45,100,18,2,0,29,9,,53,28,,6,26,, +shipkbi01,1908,1,WS1,AL,111,341,40,71,7,8,0,20,15,,38,53,,5,26,, +sieveed01,1908,1,DET,AL,11,18,0,3,0,0,0,2,0,,0,3,,0,1,, +sincobe01,1908,1,CIN,NL,1,2,0,0,0,0,0,0,0,,0,1,,0,0,, +slaglji01,1908,1,CHN,NL,104,352,38,78,4,1,0,26,17,,43,41,,0,22,, +smithch02,1908,1,WS1,AL,30,65,5,8,1,1,0,1,0,,1,14,,1,5,, +smithfr03,1908,1,CHA,AL,43,106,15,20,7,0,0,10,1,,5,36,,1,6,, +smithha03,1908,1,BSN,NL,41,130,13,32,2,2,1,16,2,,7,9,,2,4,, +smithsy01,1908,1,PHA,AL,46,128,8,26,8,0,1,10,0,,4,10,,1,4,, +smithsy01,1908,2,SLA,AL,27,76,6,14,4,0,0,5,2,,4,7,,0,0,, +snodgfr01,1908,1,NY1,NL,6,4,2,1,0,0,0,1,1,,0,1,,0,0,, +spadebo01,1908,1,CIN,NL,35,87,9,17,0,1,0,8,0,,3,14,,0,3,, +sparktu01,1908,1,PHI,NL,33,77,1,4,0,0,0,2,0,,6,27,,0,11,, +speaktr01,1908,1,BOS,AL,31,116,12,26,2,2,0,9,3,,4,8,,2,3,, +spenctu01,1908,1,SLA,AL,91,286,19,60,6,1,0,28,1,,17,24,,0,7,, +spongca01,1908,1,CHN,NL,1,3,0,2,0,0,0,0,0,,0,1,,0,0,, +stahlja01,1908,1,NYA,AL,75,274,34,70,18,5,2,42,17,,11,43,,8,9,, +stahlja01,1908,2,BOS,AL,78,262,29,64,9,11,0,23,13,,20,37,,15,10,, +starrch01,1908,1,PIT,NL,20,59,8,11,2,0,0,8,6,,13,10,,1,3,, +steelel01,1908,1,BOS,AL,16,39,5,2,0,0,0,0,0,,1,17,,0,1,, +steinha01,1908,1,CHN,NL,150,539,63,130,20,6,1,62,12,,36,48,,4,32,, +stemfr01,1908,1,BSN,NL,20,72,9,20,0,1,0,3,1,,2,11,,0,2,, +stephji01,1908,1,SLA,AL,47,150,14,30,4,1,0,6,0,,9,22,,2,3,, +stonege01,1908,1,SLA,AL,148,588,89,165,21,8,5,31,20,,55,68,,3,13,, +storkal01,1908,1,PIT,NL,64,202,20,51,5,3,1,12,4,,9,9,,0,8,, +stovage01,1908,1,CLE,AL,138,534,71,156,29,6,2,45,14,,17,45,,2,31,, +stransa01,1908,1,NY1,NL,28,53,8,5,0,0,0,2,5,,23,5,,2,2,, +streega01,1908,1,WS1,AL,131,394,31,81,12,7,1,32,5,,40,41,,6,9,, +strunam01,1908,1,PHA,AL,12,34,4,8,1,0,0,0,0,,4,9,,0,2,, +suggsge01,1908,1,DET,AL,6,10,1,2,1,0,0,1,0,,1,1,,0,1,, +sullibi03,1908,1,CHA,AL,137,430,40,82,8,4,0,29,15,,22,62,,3,21,, +sullide02,1908,1,BOS,AL,101,355,33,85,7,8,0,25,4,,14,37,,4,15,, +sullide02,1908,2,CLE,AL,4,6,0,0,0,0,0,0,0,,0,1,,0,0,, +sullijo02,1908,1,PIT,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +summeed01,1908,1,DET,AL,40,113,6,14,2,0,0,5,0,,0,37,,0,4,, +swaciha01,1908,1,PIT,NL,53,176,7,38,6,1,0,13,4,,5,11,,0,5,, +sweenbi02,1908,1,BSN,NL,127,418,44,102,15,3,0,40,17,,45,25,,0,18,, +sweened01,1908,1,NYA,AL,32,82,4,12,2,0,0,2,0,,5,14,,0,2,, +tanneje01,1908,1,BOS,AL,1,2,0,1,0,0,0,0,0,,0,0,,0,0,, +tanneje01,1908,2,WS1,AL,26,43,1,11,1,0,0,3,0,,2,6,,0,0,, +tannele01,1908,1,CHA,AL,141,482,44,104,15,3,0,35,6,,25,38,,2,21,, +taylodu01,1908,1,NY1,NL,27,35,0,8,0,0,0,4,0,,5,11,,0,5,, +tennefr02,1908,1,NY1,NL,156,583,101,149,20,1,2,49,17,,72,39,,7,22,, +thielja01,1908,1,CLE,AL,13,23,4,8,2,1,0,7,1,,5,2,,1,3,, +thielja01,1908,2,BOS,AL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +thomair01,1908,1,DET,AL,40,101,6,31,1,0,0,8,0,,5,10,,1,1,, +thomaro01,1908,1,PHI,NL,6,24,2,4,0,0,0,0,0,,2,3,,0,0,, +thomaro01,1908,2,PIT,NL,102,386,52,99,11,10,1,24,11,,49,35,,5,8,, +thomawa01,1908,1,BSN,NL,5,13,2,2,0,0,0,1,2,,3,2,,0,1,, +thoneja01,1908,1,BOS,AL,109,416,58,106,5,9,2,30,16,,13,62,,3,9,, +tinkejo01,1908,1,CHN,NL,157,548,67,146,22,14,6,68,30,,32,38,,0,29,, +titusjo01,1908,1,PHI,NL,149,539,75,154,24,5,2,48,27,,53,45,,14,31,, +tozerbi01,1908,1,CIN,NL,4,2,0,0,0,0,0,0,0,,0,2,,0,0,, +tucketo02,1908,1,BSN,NL,8,20,0,1,0,0,0,0,0,,0,8,,0,1,, +turnete01,1908,1,CLE,AL,60,201,21,48,11,1,0,19,18,,15,21,,2,8,, +unglabo01,1908,1,BOS,AL,72,266,23,70,11,3,1,25,6,,7,28,,2,9,, +unglabo01,1908,2,WS1,AL,72,276,23,85,10,5,0,29,8,,8,29,,0,6,, +vailbo01,1908,1,PIT,NL,4,3,0,1,0,0,0,0,0,,1,1,,0,0,, +vaughhi01,1908,1,NYA,AL,2,1,0,0,0,0,0,0,0,,0,1,,0,0,, +vickeru01,1908,1,PHA,AL,53,106,4,17,3,0,0,4,0,,10,23,,0,4,, +volzja01,1908,1,CIN,NL,7,4,1,1,0,0,0,1,0,,0,2,,0,0,, +wadderu01,1908,1,SLA,AL,43,91,4,10,4,0,1,8,0,,8,35,,1,3,, +wagnehe01,1908,1,BOS,AL,153,526,62,130,11,5,1,46,20,,27,43,,3,21,, +wagneho01,1908,1,PIT,NL,151,568,100,201,39,19,10,109,53,,54,22,,5,14,, +wallabo01,1908,1,SLA,AL,137,487,59,123,24,4,1,60,5,,52,47,,2,19,, +walshed01,1908,1,CHA,AL,66,157,10,27,7,1,1,10,2,,7,38,,2,8,, +warhoja01,1908,1,NYA,AL,6,16,0,1,0,0,0,2,0,,0,5,,0,0,, +warnejo01,1908,1,WS1,AL,51,116,8,28,2,1,0,8,7,,8,9,,4,5,, +weavear01,1908,1,CHA,AL,15,35,1,7,1,0,0,1,0,,1,5,,0,1,, +weimeja01,1908,1,CIN,NL,15,45,7,11,1,0,0,2,1,,2,7,,0,2,, +whitedo01,1908,1,CHA,AL,51,109,12,25,1,0,0,10,4,,12,7,,0,9,, +wilheka01,1908,1,BRO,NL,42,111,4,12,0,0,0,3,0,,6,15,,0,5,, +willeed01,1908,1,DET,AL,30,67,4,11,1,0,0,8,0,,0,19,,1,2,, +williji01,1908,1,SLA,AL,148,539,63,127,20,7,4,53,7,,55,71,,3,22,, +willivi01,1908,1,PIT,NL,41,103,9,17,1,0,0,1,0,,3,8,,0,4,, +wilsoar01,1908,1,NY1,NL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +wilsoch01,1908,1,PIT,NL,144,529,47,120,8,7,3,43,12,,22,66,,2,19,, +wilsope01,1908,1,NYA,AL,7,14,3,1,0,0,0,0,0,,2,5,,0,1,, +wiltsho01,1908,1,NY1,NL,45,110,9,26,2,0,0,14,1,,11,9,,2,7,, +wintege01,1908,1,BOS,AL,22,49,4,9,1,0,0,3,0,,0,10,,0,0,, +wintege01,1908,2,DET,AL,7,18,0,2,0,0,0,0,0,,0,4,,0,2,, +withero01,1908,1,WS1,AL,6,18,0,3,0,0,0,2,0,,0,2,,0,0,, +woodjo02,1908,1,BOS,AL,6,7,1,0,0,0,0,0,0,,0,3,,0,0,, +yeagejo01,1908,1,SLA,AL,10,15,3,5,1,0,0,1,2,,1,1,,3,1,, +youngcy01,1908,1,BOS,AL,36,115,9,26,3,0,0,8,0,,0,14,,0,2,, +youngha01,1908,1,PIT,NL,8,12,0,1,0,0,0,0,0,,1,9,,0,1,, +youngha01,1908,2,BSN,NL,6,10,0,2,1,0,0,0,0,,0,3,,0,1,, +youngir01,1908,1,BSN,NL,16,32,2,5,0,0,0,2,0,,0,15,,0,1,, +youngir01,1908,2,PIT,NL,16,30,2,6,0,1,0,0,0,,2,8,,0,0,, +zimmehe01,1908,1,CHN,NL,46,113,17,33,4,1,0,9,2,,1,14,,0,4,, +abbated01,1909,1,PIT,NL,36,87,13,20,0,0,1,16,2,,19,11,,0,1,, +ablesha01,1909,1,CLE,AL,5,12,0,0,0,0,0,0,1,,0,7,,0,0,, +abstebi01,1909,1,PIT,NL,137,512,51,133,20,10,1,70,16,,27,59,,4,27,, +adamsba01,1909,1,PIT,NL,25,39,0,2,0,1,0,1,0,,2,15,,0,5,, +alperwh01,1909,1,BRO,NL,111,420,35,104,19,12,1,41,7,,2,44,,6,14,, +altizda01,1909,1,CHA,AL,116,382,47,89,6,7,1,20,27,,39,33,,16,21,, +altroni01,1909,1,CHA,AL,1,3,0,0,0,0,0,0,0,,0,0,,0,0,, +altroni01,1909,2,WS1,AL,12,19,2,1,0,0,0,0,0,,1,3,,1,0,, +amesre01,1909,1,NY1,NL,34,81,5,6,1,0,0,6,0,,5,33,,0,3,, +anderfr01,1909,1,BOS,AL,1,3,0,0,0,0,0,0,0,,1,0,,0,0,, +archeji01,1909,1,CHN,NL,80,261,31,60,9,2,1,30,5,,12,31,,1,12,, +arellfr01,1909,1,BOS,AL,46,78,5,13,0,0,0,1,3,,2,10,,0,6,, +atkinto01,1909,1,PHA,AL,1,2,0,0,0,0,0,0,0,,0,0,,0,0,, +atzja01,1909,1,CHA,AL,119,381,39,90,18,3,0,22,14,,38,33,,2,19,, +austiji01,1909,1,NYA,AL,136,437,37,101,11,5,1,39,30,,32,61,,1,30,, +autrych01,1909,1,CIN,NL,9,33,3,6,2,0,0,4,1,,2,4,,0,0,, +autrych01,1909,2,BSN,NL,65,199,16,39,4,0,0,13,5,,21,22,,2,14,, +backmle01,1909,1,SLN,NL,21,39,1,4,0,0,0,2,0,,4,16,,0,1,, +bailebi01,1909,1,SLA,AL,38,77,1,22,1,1,0,7,1,,3,20,,0,2,, +bakerfr01,1909,1,PHA,AL,148,541,73,165,27,19,4,85,20,,26,48,,5,34,, +ballne01,1909,1,NYA,AL,8,29,5,6,1,1,0,3,2,,3,10,,0,2,, +ballne01,1909,2,CLE,AL,96,324,29,83,13,2,1,25,17,,17,48,,1,15,, +barbeja01,1909,1,PIT,NL,91,350,60,77,16,3,0,25,19,,37,45,,4,8,, +barbeja01,1909,2,SLN,NL,48,175,23,44,3,0,0,5,14,,28,21,,5,4,, +barrocu01,1909,1,CHA,AL,5,20,1,3,0,0,0,2,0,,0,4,,1,0,, +barrsc01,1909,1,PHA,AL,22,51,5,4,1,0,0,1,2,,11,12,,1,3,, +barryja01,1909,1,PHA,AL,124,409,56,88,11,2,1,23,17,,44,48,,10,28,, +batesjo02,1909,1,BSN,NL,63,236,27,68,15,3,1,23,15,,20,28,,4,6,, +batesjo02,1909,2,PHI,NL,77,266,43,78,11,1,1,15,22,,28,25,,2,18,, +beaumgi01,1909,1,BSN,NL,123,407,35,107,11,4,0,60,12,,35,26,,0,14,, +beckebe01,1909,1,BSN,NL,152,562,60,138,15,6,6,24,21,,47,87,,1,35,, +beckehe01,1909,1,DET,AL,15,27,1,7,1,0,0,1,0,,2,8,,0,1,, +beckfr02,1909,1,BSN,NL,96,334,20,66,5,6,2,27,5,,17,40,,4,9,, +beebefr01,1909,1,SLN,NL,44,108,4,18,2,0,0,10,0,,1,28,,0,3,, +bellge01,1909,1,BRO,NL,33,90,5,15,3,1,0,7,0,,6,28,,0,2,, +bemisha01,1909,1,CLE,AL,42,123,4,23,2,3,0,13,2,,0,24,,1,2,, +bendech01,1909,1,PHA,AL,40,93,6,20,5,0,0,9,1,,5,10,,0,5,, +bergebi01,1909,1,BRO,NL,112,346,16,48,1,1,1,15,4,,10,50,,0,16,, +bergehe01,1909,1,CLE,AL,34,83,5,11,5,1,0,4,0,,1,32,,1,2,, +bernajo01,1909,1,SLN,NL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +beschbo01,1909,1,CIN,NL,124,446,73,107,17,6,1,34,54,,56,76,,8,3,, +birmijo01,1909,1,CLE,AL,100,343,29,99,10,5,1,38,12,,19,57,,4,4,, +blairwa01,1909,1,NYA,AL,42,110,5,23,2,2,0,11,2,,7,17,,2,2,, +blankcl01,1909,1,WS1,AL,39,60,4,15,1,0,0,9,2,,0,6,,0,2,, +blankco01,1909,1,SLN,NL,1,2,0,0,0,0,0,0,0,,0,0,,0,0,, +blissja01,1909,1,SLN,NL,45,113,12,25,2,1,1,8,2,,12,19,,2,7,, +boolere01,1909,1,CLE,AL,4,6,1,1,0,0,0,0,0,,1,1,,0,0,, +boultja01,1909,1,BSN,NL,1,3,1,1,0,0,0,1,0,,0,1,,1,0,, +bowerfr01,1909,1,BSN,NL,33,99,6,21,2,0,0,4,0,,2,7,,0,1,, +bradlbi01,1909,1,CLE,AL,95,334,30,62,6,3,0,22,8,,19,37,,3,20,, +brandch01,1909,1,PIT,NL,13,10,2,1,0,0,0,0,0,,0,2,,0,0,, +branski01,1909,1,PHI,NL,140,527,47,154,27,6,1,59,17,,18,27,,3,22,, +bresnro01,1909,1,SLN,NL,72,234,27,57,4,1,0,23,11,,46,19,,1,7,, +bridwal01,1909,1,NY1,NL,145,476,59,140,11,5,0,55,32,,67,15,,4,19,, +brockle01,1909,1,NYA,AL,26,60,6,17,0,0,0,4,1,,1,5,,1,3,, +brownbu01,1909,1,PHI,NL,7,9,0,0,0,0,0,0,0,,0,3,,0,0,, +brownbu01,1909,2,BSN,NL,18,48,4,7,0,0,0,0,0,,1,8,,1,0,, +brownge01,1909,1,CHN,NL,12,39,7,8,0,1,0,1,3,,5,4,,0,1,, +brownge01,1909,2,WS1,AL,103,393,40,107,15,5,1,16,13,,17,42,,3,8,, +brownmo01,1909,1,CHN,NL,50,125,13,22,3,1,0,9,0,,5,18,,0,5,, +brownra01,1909,1,CHN,NL,1,3,0,0,0,0,0,1,0,,0,2,,0,0,, +burchal01,1909,1,BRO,NL,152,601,80,163,20,6,1,30,38,,51,59,,1,8,, +burchfr01,1909,1,BOS,AL,10,19,0,3,1,0,0,1,0,,0,4,,0,0,, +burnsbi01,1909,1,WS1,AL,6,11,0,3,0,0,0,0,0,,0,2,,0,0,, +burnsbi01,1909,2,CHA,AL,23,59,3,9,3,0,0,3,0,,5,12,,0,1,, +bushdo01,1909,1,DET,AL,157,532,115,145,18,2,0,33,53,,88,74,,4,52,, +busheja01,1909,1,CIN,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +byrnebo01,1909,1,SLN,NL,105,421,61,90,13,6,1,33,21,,46,41,,7,10,, +byrnebo01,1909,2,PIT,NL,46,168,31,43,6,2,0,7,8,,32,8,,4,2,, +camniha01,1909,1,PIT,NL,1,2,0,0,0,0,0,0,0,,0,1,,0,0,, +camniho01,1909,1,PIT,NL,41,87,8,12,1,0,0,6,0,,12,28,,0,9,, +campbbi01,1909,1,CIN,NL,30,43,1,6,1,1,0,1,1,,1,7,,0,6,, +cantwto01,1909,1,CIN,NL,6,5,1,3,1,0,0,1,0,,0,3,,0,0,, +carmich01,1909,1,CIN,NL,2,2,0,0,0,0,0,0,0,,0,0,,0,0,, +carribi02,1909,1,BOS,AL,94,280,25,83,13,2,1,36,2,,17,24,,2,13,, +carrodi01,1909,1,NYA,AL,2,2,0,1,0,0,0,0,0,,0,0,,0,0,, +caseyjo01,1909,1,DET,AL,3,5,1,0,0,0,0,0,0,,1,0,,0,0,, +castlro01,1909,1,CIN,NL,4,3,2,2,0,0,0,0,0,,1,0,,0,0,, +catteto01,1909,1,BRO,NL,9,18,0,4,0,0,0,1,0,,3,3,,0,1,, +chancfr01,1909,1,CHN,NL,93,324,53,88,16,4,0,46,29,,30,32,,4,12,, +chappbi01,1909,1,BSN,NL,5,11,1,4,0,0,1,3,0,,0,3,,0,0,, +chappbi01,1909,2,CIN,NL,1,1,0,0,0,0,0,0,0,,0,1,,0,0,, +charlch01,1909,1,SLN,NL,99,339,33,80,7,3,0,29,7,,31,38,,5,8,, +charlch01,1909,2,CIN,NL,13,43,3,11,2,0,0,5,2,,4,1,,0,1,, +chaseha01,1909,1,NYA,AL,118,474,60,134,17,3,4,63,25,,20,50,,4,15,, +chechch01,1909,1,BOS,AL,17,36,1,3,0,0,0,0,0,,1,19,,0,0,, +chesbja01,1909,1,NYA,AL,9,17,1,3,0,0,0,3,0,,1,4,,0,0,, +chesbja01,1909,2,BOS,AL,1,2,1,1,0,0,0,1,0,,0,0,,0,0,, +cicoted01,1909,1,BOS,AL,27,51,4,12,0,0,0,1,2,,7,14,,0,3,, +clarkfr01,1909,1,PIT,NL,152,550,97,158,16,11,3,68,31,,80,36,,6,24,, +clarkjo02,1909,1,CLE,AL,4,12,1,0,0,0,0,0,0,,2,1,,0,0,, +clarkni01,1909,1,CLE,AL,55,164,15,45,4,2,0,14,1,,9,13,,1,5,, +clarkto01,1909,1,CIN,NL,18,52,8,13,3,2,0,10,3,,6,6,,0,5,, +clemewa01,1909,1,PHI,NL,3,3,0,0,0,0,0,0,0,,0,2,,0,0,, +clemewa01,1909,2,BRO,NL,92,340,35,88,8,4,0,17,11,,18,33,,0,19,, +clymeot01,1909,1,WS1,AL,45,138,11,27,5,2,0,6,7,,17,25,,0,4,, +coaklan01,1909,1,CHN,NL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +cobbty01,1909,1,DET,AL,156,573,115,216,33,10,9,107,76,,48,45,,6,24,, +coffeja01,1909,1,BSN,NL,73,257,21,48,4,4,0,20,2,,11,36,,3,3,, +coleki01,1909,1,CHN,NL,1,4,1,3,0,1,0,0,0,,0,0,,0,0,, +colewi01,1909,1,CHA,AL,46,165,17,39,7,3,0,16,3,,16,19,,1,5,, +collied01,1909,1,PHA,AL,153,571,104,198,30,10,3,56,63,,62,36,,6,21,, +collior01,1909,1,WS1,AL,8,7,0,0,0,0,0,0,0,,0,4,,0,0,, +collira01,1909,1,BOS,AL,12,23,0,3,1,0,0,1,0,,1,6,,1,1,, +conrowi01,1909,1,WS1,AL,139,488,44,119,13,4,1,20,24,,37,38,,1,23,, +coombja01,1909,1,PHA,AL,37,83,4,14,4,0,0,10,1,,4,23,,1,2,, +coonebi01,1909,1,BSN,NL,5,10,0,3,0,0,0,0,0,,0,0,,0,0,, +corrifr01,1909,1,PHI,NL,27,59,4,11,0,0,0,1,0,,4,9,,0,3,, +covelha01,1909,1,PHI,NL,24,37,2,4,0,0,0,0,0,,0,14,,0,3,, +cranddo01,1909,1,NY1,NL,30,41,4,10,0,1,1,1,0,,1,7,,0,2,, +cravaga01,1909,1,CHA,AL,19,50,7,9,0,0,1,8,3,,19,8,,0,1,, +cravaga01,1909,2,WS1,AL,4,6,0,0,0,0,0,1,0,,1,4,,0,0,, +crawfsa01,1909,1,DET,AL,156,589,83,185,35,14,6,97,30,,47,32,,1,25,, +creebi01,1909,1,NYA,AL,104,343,48,90,6,3,2,27,10,,30,31,,9,13,, +crigelo01,1909,1,SLA,AL,74,212,15,36,1,1,0,9,2,,25,22,,1,12,, +crissdo01,1909,1,SLA,AL,35,48,2,14,6,1,0,7,0,,0,8,,1,0,, +crompne01,1909,1,SLA,AL,17,63,7,10,2,1,0,2,1,,7,18,,1,1,, +crookto01,1909,1,WS1,AL,3,7,2,2,1,0,0,2,1,,2,0,,0,2,, +curryji01,1909,1,PHA,AL,1,4,1,1,0,0,0,0,0,,0,1,,0,0,, +curticl01,1909,1,BSN,NL,10,29,2,1,0,0,0,0,0,,1,6,,1,0,, +dahlebi01,1909,1,BSN,NL,69,197,22,46,6,1,2,16,4,,29,21,,0,5,, +dalyge01,1909,1,NY1,NL,3,9,0,1,0,0,0,0,0,,0,1,,0,0,, +dambi01,1909,1,BSN,NL,1,2,1,1,1,0,0,0,0,,1,1,,0,0,, +danziba01,1909,1,BOS,AL,6,13,0,2,0,0,0,0,0,,2,1,,1,0,, +davidbi01,1909,1,CHN,NL,2,7,2,1,0,0,0,0,1,,1,0,,0,0,, +davisge01,1909,1,CHA,AL,28,68,5,9,1,0,0,2,4,,10,10,,1,5,, +davisha01,1909,1,PHA,AL,149,530,73,142,22,11,4,75,20,,51,72,,5,17,, +deinipe01,1909,1,PHI,NL,55,169,22,44,9,0,0,16,5,,11,17,,1,4,, +delahji01,1909,1,WS1,AL,90,302,18,67,13,5,1,21,4,,23,27,,6,12,, +delahji01,1909,2,DET,AL,46,150,29,38,10,1,0,20,9,,17,23,,9,9,, +delahjo01,1909,1,SLN,NL,123,411,28,88,16,4,2,54,10,,42,50,,3,12,, +demmira01,1909,1,NYA,AL,123,427,68,105,12,12,4,30,16,,55,43,,6,10,, +dented01,1909,1,BRO,NL,6,15,1,1,0,0,0,0,0,,0,5,,0,0,, +devliar01,1909,1,NY1,NL,143,491,61,130,19,8,0,56,26,,65,25,,10,18,, +devorjo01,1909,1,NY1,NL,22,28,6,4,1,0,0,1,3,,2,2,,2,0,, +devoywa01,1909,1,SLA,AL,19,69,7,17,3,1,0,8,4,,3,13,,0,1,, +diehler01,1909,1,BSN,NL,1,4,1,2,1,0,0,0,0,,0,0,,0,0,, +dinnebi01,1909,1,SLA,AL,17,36,6,7,1,0,0,2,0,,5,6,,0,1,, +doanewa01,1909,1,CLE,AL,4,9,1,1,0,0,0,0,0,,1,1,,0,0,, +dolanco02,1909,1,CIN,NL,3,6,2,1,0,0,0,0,0,,2,2,,0,1,, +donahji02,1909,1,CHA,AL,2,4,0,0,0,0,0,2,0,,1,0,,0,0,, +donahji02,1909,2,WS1,AL,84,283,13,67,12,1,0,28,9,,22,17,,1,14,, +donahpa01,1909,1,BOS,AL,65,177,14,42,4,1,2,25,2,,17,21,,1,8,, +donovbi01,1909,1,DET,AL,22,45,6,9,0,0,0,1,0,,2,9,,1,5,, +dooinre01,1909,1,PHI,NL,141,468,42,105,14,1,2,38,14,,21,21,,4,17,, +doolami01,1909,1,PHI,NL,147,493,39,108,12,10,1,35,10,,37,53,,2,24,, +dornegu01,1909,1,BSN,NL,5,6,1,1,0,0,0,0,0,,0,1,,0,1,, +doughpa01,1909,1,CHA,AL,139,491,71,140,23,13,1,55,36,,51,56,,6,21,, +downere01,1909,1,BRO,NL,19,78,7,20,1,0,0,8,4,,2,6,,0,1,, +downeto01,1909,1,CIN,NL,119,416,39,96,9,6,1,32,16,,32,34,,1,19,, +doylela01,1909,1,NY1,NL,147,570,86,172,27,11,6,49,31,,45,42,,7,12,, +doylesl01,1909,1,NYA,AL,17,42,5,7,0,0,0,1,0,,3,7,,2,2,, +drucklo01,1909,1,NY1,NL,3,8,1,1,0,0,0,1,0,,0,3,,0,2,, +dubucje01,1909,1,CIN,NL,19,18,1,3,0,0,0,0,0,,2,2,,0,1,, +dunnjo01,1909,1,BRO,NL,10,25,1,4,1,0,0,2,0,,0,1,,1,1,, +durbiki01,1909,1,CIN,NL,6,5,1,1,0,0,0,0,0,,1,1,,0,0,, +durbiki01,1909,2,PIT,NL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +durhabu01,1909,1,NY1,NL,4,2,0,0,0,0,0,0,0,,0,0,,0,0,, +dygerji01,1909,1,PHA,AL,32,44,3,9,1,0,0,4,0,,0,15,,0,3,, +eastete01,1909,1,CLE,AL,98,287,32,75,14,10,1,27,8,,13,28,,0,8,, +egandi01,1909,1,CIN,NL,127,480,59,132,14,3,2,53,39,,37,38,,2,30,, +elberki01,1909,1,NYA,AL,106,379,47,90,9,5,0,26,23,,28,17,,14,10,, +ellamro01,1909,1,CIN,NL,10,21,4,4,0,1,1,4,1,,7,5,,0,1,, +ellisru01,1909,1,SLN,NL,149,575,76,154,10,9,3,46,18,,54,76,,3,5,, +englecl01,1909,1,NYA,AL,135,492,66,137,20,5,3,71,18,,47,55,,5,19,, +enwrich01,1909,1,SLN,NL,3,7,1,1,0,0,0,1,0,,2,2,,0,0,, +evansch01,1909,1,BSN,NL,4,9,0,0,0,0,0,0,0,,0,1,,0,0,, +evansst01,1909,1,SLN,NL,143,498,67,129,17,6,2,56,14,,66,54,,14,12,, +eversjo01,1909,1,CHN,NL,127,463,88,122,19,6,1,24,28,,73,18,,4,12,, +ewingbo01,1909,1,CIN,NL,31,73,5,8,1,0,0,3,0,,2,15,,0,5,, +falkecy01,1909,1,CLE,AL,24,52,2,9,0,0,0,2,0,,0,20,,0,3,, +ferguge01,1909,1,BSN,NL,36,73,2,15,2,0,0,3,0,,6,16,,0,1,, +ferriho01,1909,1,SLA,AL,148,556,36,120,18,5,4,58,11,,12,58,,0,15,, +fienelo01,1909,1,CHA,AL,15,29,1,2,0,1,0,1,0,,0,6,,0,1,, +finlape01,1909,1,BRO,NL,1,3,0,0,0,0,0,0,0,,0,2,,0,0,, +fletcar01,1909,1,NY1,NL,33,98,7,21,0,1,0,6,1,,1,7,,2,0,, +fletcsa01,1909,1,BRO,NL,1,3,0,0,0,0,0,0,0,,0,1,,0,0,, +flickel01,1909,1,CLE,AL,66,235,28,60,10,2,0,15,9,,22,27,,1,1,, +fordru01,1909,1,NYA,AL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +formabi01,1909,1,WS1,AL,2,3,1,1,0,0,0,0,0,,0,1,,0,0,, +foxenbi01,1909,1,PHI,NL,18,24,3,5,3,0,1,4,0,,4,2,,1,0,, +frasech01,1909,1,CHN,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +freemje01,1909,1,WS1,AL,19,48,2,8,0,1,0,3,3,,4,7,,1,4,, +frencch01,1909,1,BOS,AL,51,167,15,42,3,1,0,13,8,,15,19,,3,4,, +frocksa01,1909,1,PIT,NL,8,14,1,2,0,0,0,1,0,,0,4,,0,0,, +froelbe01,1909,1,PHI,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +frommar01,1909,1,CIN,NL,37,94,8,18,2,3,0,3,0,,3,23,,0,6,, +gainede01,1909,1,DET,AL,2,5,0,1,0,0,0,0,0,,0,2,,0,0,, +ganlebo01,1909,1,WS1,AL,19,63,5,16,3,0,0,5,4,,1,6,,0,5,, +ganlebo01,1909,2,PHA,AL,80,274,32,54,4,2,0,9,16,,28,20,,0,36,, +gardnea01,1909,1,NYA,AL,22,85,12,28,4,0,0,15,4,,3,8,,0,1,, +gardnla01,1909,1,BOS,AL,19,37,7,11,1,2,0,5,1,,4,6,,1,3,, +gaspaha01,1909,1,CIN,NL,44,82,3,10,1,0,0,7,1,,3,32,,0,10,, +gessldo01,1909,1,BOS,AL,111,396,57,115,24,1,0,46,16,,31,53,,8,5,, +gessldo01,1909,2,WS1,AL,17,54,10,13,2,1,0,8,4,,12,2,,3,1,, +getzgu01,1909,1,BSN,NL,40,148,6,33,2,0,0,9,2,,1,10,,0,4,, +gibsoge01,1909,1,PIT,NL,150,510,42,135,25,9,2,52,9,,44,26,,2,15,, +gilbebi02,1909,1,SLN,NL,12,29,4,5,0,0,0,1,1,,4,1,,3,0,, +gillija01,1909,1,SLA,AL,3,9,1,1,0,0,0,0,0,,0,4,,0,1,, +goodwi01,1909,1,CLE,AL,94,318,33,68,6,5,0,17,13,,28,68,,9,5,, +grahabi01,1909,1,SLA,AL,34,63,6,10,0,0,0,2,0,,5,27,,0,0,, +grahape01,1909,1,BSN,NL,92,267,27,64,6,3,0,17,7,,24,17,,0,15,, +granted01,1909,1,PHI,NL,154,631,75,170,18,4,1,37,28,,35,74,,3,31,, +graydo01,1909,1,WS1,AL,47,89,2,13,2,0,0,4,0,,4,28,,0,1,, +griffcl01,1909,1,CIN,NL,1,2,0,0,0,0,0,0,0,,0,0,,0,0,, +griggar01,1909,1,SLA,AL,108,364,38,102,17,5,0,43,11,,24,38,,3,10,, +groombo01,1909,1,WS1,AL,46,88,1,8,1,0,0,2,0,,0,38,,0,7,, +haberem01,1909,1,CIN,NL,5,16,1,3,1,0,0,2,0,,0,7,,0,0,, +hagerri01,1909,1,CHN,NL,13,23,2,3,1,0,0,1,0,,1,12,,0,0,, +hahned01,1909,1,CHA,AL,76,287,30,52,6,0,1,16,9,,31,12,,3,8,, +hallch02,1909,1,BOS,AL,11,19,0,3,0,0,0,4,0,,0,3,,0,2,, +hardyja01,1909,1,WS1,AL,10,24,3,4,0,0,0,4,0,,1,2,,0,0,, +harmobo01,1909,1,SLN,NL,21,51,3,13,1,0,0,1,0,,6,17,,0,4,, +hartsto01,1909,1,PHA,AL,83,267,30,72,4,4,1,18,3,,48,26,,0,8,, +hartzro01,1909,1,SLA,AL,152,595,64,161,12,5,0,32,14,,29,50,,7,16,, +heitmhe01,1909,1,PHA,AL,64,210,36,60,9,8,0,15,7,,18,35,,3,8,, +hemphch01,1909,1,NYA,AL,73,181,23,44,5,1,0,10,10,,32,23,,0,3,, +hemphfr01,1909,1,WS1,AL,1,3,0,0,0,0,0,0,0,,0,1,,0,0,, +herzobu01,1909,1,NY1,NL,42,130,16,24,2,0,0,8,10,,13,10,,1,2,, +higgibo01,1909,1,CLE,AL,8,23,0,2,0,0,0,0,0,,0,3,,0,0,, +higgied01,1909,1,SLN,NL,16,21,1,4,0,0,0,0,0,,0,2,,0,0,, +higgiir01,1909,1,SLN,NL,3,3,0,0,0,0,0,0,0,,0,1,,0,0,, +higgiir01,1909,2,CHN,NL,19,26,1,6,0,0,0,0,0,,0,3,,1,1,, +hinchbi01,1909,1,CLE,AL,139,457,57,118,20,13,2,53,22,,41,82,,9,17,, +hoblidi01,1909,1,CIN,NL,142,517,59,159,23,11,4,67,17,,44,47,,2,29,, +hoffmda01,1909,1,SLA,AL,110,387,44,104,6,7,2,26,24,,41,67,,7,5,, +hofmaso01,1909,1,CHN,NL,153,527,60,150,21,4,2,58,20,,53,49,,1,32,, +hoopeha01,1909,1,BOS,AL,81,255,29,72,3,4,0,12,15,,16,27,,5,6,, +hovlijo01,1909,1,WS1,AL,3,2,1,0,0,0,0,0,0,,2,1,,0,0,, +howarde01,1909,1,CHN,NL,69,203,25,40,4,2,1,24,6,,18,17,,6,14,, +howarpa01,1909,1,BOS,AL,6,15,2,3,1,0,0,2,0,,3,1,,1,1,, +howelha01,1909,1,SLA,AL,18,34,5,6,1,0,0,3,0,,2,15,,0,3,, +huggimi01,1909,1,CIN,NL,57,159,18,34,3,1,0,6,11,,28,12,,1,8,, +hugheto01,1909,1,WS1,AL,22,36,2,3,1,0,0,1,0,,2,10,,0,3,, +hugheto02,1909,1,NYA,AL,24,39,2,5,1,1,1,3,0,,1,15,,1,1,, +hulswru01,1909,1,SLN,NL,82,289,21,81,8,3,0,29,7,,19,18,,2,4,, +hummejo01,1909,1,BRO,NL,146,542,54,152,15,9,4,52,16,,22,59,,2,31,, +huntege01,1909,1,BRO,NL,44,123,8,28,7,0,0,8,1,,9,20,,1,2,, +hyattha01,1909,1,PIT,NL,49,67,9,20,3,4,0,7,1,,3,11,,0,1,, +isbelfr01,1909,1,CHA,AL,120,433,33,97,17,6,0,33,23,,23,34,,1,20,, +jacklfr01,1909,1,PHI,NL,20,32,6,10,1,1,0,1,1,,10,5,,0,0,, +jacksjo01,1909,1,PHA,AL,5,17,3,3,0,0,0,3,0,,1,3,,0,0,, +jamesbe01,1909,1,SLN,NL,6,21,1,6,0,0,0,0,1,,4,3,,0,0,, +jennihu01,1909,1,DET,AL,2,4,1,2,0,0,0,2,0,,0,0,,0,0,, +johnsdo01,1909,1,CIN,NL,3,10,1,0,0,0,0,1,0,,0,3,,0,1,, +johnswa01,1909,1,WS1,AL,40,101,6,13,3,0,1,6,0,,1,21,,0,3,, +jonesda01,1909,1,DET,AL,69,204,44,57,2,2,0,10,12,,28,26,,1,6,, +jonesel01,1909,1,DET,AL,2,4,1,1,0,0,0,0,0,,0,1,,0,0,, +jonesto01,1909,1,SLA,AL,97,337,30,84,9,3,0,29,13,,18,14,,6,19,, +jonesto01,1909,2,DET,AL,44,153,13,43,9,0,0,18,9,,5,7,,3,11,, +jordati01,1909,1,BRO,NL,103,330,47,90,20,3,3,36,13,,59,41,,2,12,, +jossad01,1909,1,CLE,AL,33,80,3,8,1,0,1,5,0,,4,23,,0,2,, +kahoemi01,1909,1,WS1,AL,4,8,0,1,0,0,0,0,2,,0,0,,0,0,, +kanejo01,1909,1,CHN,NL,20,45,6,4,1,0,0,5,1,,2,4,,1,5,, +kargeed01,1909,1,CIN,NL,9,11,0,3,1,0,0,2,0,,2,0,,1,0,, +kargeed01,1909,2,BOS,AL,12,24,0,3,1,0,0,2,0,,1,7,,1,1,, +keelebu01,1909,1,WS1,AL,2,2,0,1,0,0,0,0,0,,0,0,,0,0,, +keelewi01,1909,1,NYA,AL,99,360,44,95,7,5,1,32,10,,24,6,,10,33,, +kellysp01,1909,1,WS1,AL,17,42,3,6,2,1,0,1,1,,3,14,,0,0,, +killebi01,1909,1,SLA,AL,11,29,0,4,0,0,0,1,2,,0,2,,0,0,, +killere01,1909,1,DET,AL,23,61,6,17,2,2,1,4,2,,3,8,,3,1,, +killere01,1909,2,WS1,AL,40,121,11,21,1,0,0,5,4,,13,20,,2,6,, +killied01,1909,1,DET,AL,25,62,4,10,0,0,0,0,0,,2,14,,0,3,, +klawial01,1909,1,NY1,NL,6,9,0,3,0,0,0,0,0,,2,1,,0,0,, +kleinre01,1909,1,NYA,AL,78,206,24,47,11,4,0,15,7,,25,31,,1,9,, +knabeot01,1909,1,PHI,NL,113,402,40,94,13,3,0,34,9,,35,39,,8,24,, +knetzel01,1909,1,BRO,NL,5,12,0,0,0,0,0,0,0,,0,7,,0,0,, +knighjo02,1909,1,NYA,AL,116,360,46,85,8,5,0,40,15,,37,68,,2,17,, +koneted01,1909,1,SLN,NL,152,576,88,165,23,14,4,80,25,,65,58,,7,12,, +konnimi01,1909,1,CIN,NL,2,5,0,2,1,0,0,1,0,,0,1,,0,1,, +krausha01,1909,1,PHA,AL,32,77,4,12,2,0,0,7,0,,1,21,,0,2,, +krohru01,1909,1,CHN,NL,17,40,4,6,0,0,0,0,1,,4,12,,0,1,, +kulljo01,1909,1,PHA,AL,1,1,0,1,0,0,0,2,0,,0,0,,0,0,, +kuseled01,1909,1,SLA,AL,3,10,0,3,0,0,0,0,0,,0,0,,0,0,, +kustuju01,1909,1,BRO,NL,53,173,12,25,5,0,1,11,9,,11,22,,2,6,, +lafited01,1909,1,DET,AL,3,4,0,1,0,0,0,0,0,,0,0,,0,0,, +lajoina01,1909,1,CLE,AL,128,469,56,152,33,7,1,47,13,,35,19,,6,11,, +lakejo01,1909,1,NYA,AL,31,81,10,14,3,2,0,8,0,,2,19,,0,0,, +landgr01,1909,1,CLE,AL,1,4,0,2,0,0,0,1,0,,0,0,,0,0,, +laporfr01,1909,1,NYA,AL,89,309,35,92,19,3,0,31,5,,18,36,,2,8,, +lappja01,1909,1,PHA,AL,21,56,8,19,3,1,0,10,1,,3,8,,0,3,, +larkied01,1909,1,PHA,AL,2,6,0,1,0,0,0,1,0,,1,1,,0,0,, +lathaar01,1909,1,NY1,NL,4,2,1,0,0,0,0,0,1,,0,0,,0,0,, +leachto01,1909,1,PIT,NL,151,587,126,153,29,8,6,43,27,,66,49,,2,27,, +leevesa01,1909,1,PIT,NL,19,24,2,4,0,0,0,1,0,,3,7,,0,0,, +leifile01,1909,1,PIT,NL,32,73,2,14,1,3,0,8,1,,3,25,,0,2,, +lelivbi01,1909,1,DET,AL,4,6,0,2,0,0,0,0,0,,2,2,,0,0,, +lelivja01,1909,1,WS1,AL,91,318,25,93,8,6,0,24,8,,19,41,,1,7,, +lennoed01,1909,1,BRO,NL,126,435,33,114,18,9,2,44,11,,47,41,,2,13,, +liebhgl01,1909,1,CLE,AL,12,15,0,0,0,0,0,0,0,,1,6,,0,1,, +lindavi01,1909,1,BSN,NL,15,22,0,6,0,0,0,0,0,,0,2,,0,0,, +livinpa01,1909,1,PHA,AL,64,175,15,41,6,4,0,15,4,,15,18,,8,9,, +loberha01,1909,1,CIN,NL,122,425,50,90,13,5,4,52,30,,48,26,,8,14,, +lordbr01,1909,1,CLE,AL,69,249,26,67,7,3,1,25,10,,8,30,,1,12,, +lordha01,1909,1,BOS,AL,136,534,89,168,12,7,0,31,36,,20,39,,8,30,, +lowdegr01,1909,1,SLN,NL,7,10,0,1,0,0,0,0,0,,0,4,,0,0,, +luderfr01,1909,1,CHN,NL,11,37,8,11,1,1,1,9,0,,3,8,,1,2,, +lumleha01,1909,1,BRO,NL,55,172,13,43,8,3,0,14,1,,16,20,,0,14,, +lundgca01,1909,1,CHN,NL,2,2,1,1,0,0,0,1,0,,0,1,,0,0,, +lushjo01,1909,1,SLN,NL,45,92,11,22,5,0,0,14,2,,6,11,,1,1,, +maddebu01,1909,1,BOS,AL,10,17,0,4,0,1,0,1,0,,0,0,,0,0,, +maddoni01,1909,1,PIT,NL,31,67,6,15,1,2,0,7,2,,7,12,,0,4,, +mageesh01,1909,1,PHI,NL,143,522,60,141,33,14,2,66,38,,43,36,,11,27,, +manniru01,1909,1,NYA,AL,26,60,5,11,1,0,0,3,0,,2,11,,0,3,, +marquru01,1909,1,NY1,NL,29,54,3,8,1,0,0,2,0,,1,17,,0,3,, +marshdo01,1909,1,BRO,NL,50,149,7,30,7,1,0,10,3,,6,26,,0,1,, +martedo01,1909,1,PHI,NL,24,41,1,11,3,1,0,7,0,,4,3,,0,0,, +mathech01,1909,1,NY1,NL,37,95,9,25,4,1,1,12,0,,4,9,,0,1,, +matteal01,1909,1,BSN,NL,47,101,4,17,1,0,0,10,1,,6,28,,1,7,, +matthwi01,1909,1,BOS,AL,5,8,1,0,0,0,0,0,0,,0,3,,0,0,, +mcaleja01,1909,1,SLA,AL,85,267,33,57,7,0,0,12,18,,32,37,,9,4,, +mcbrige01,1909,1,WS1,AL,156,504,38,118,16,0,0,34,17,,36,59,,7,27,, +mccabsw01,1909,1,CIN,NL,3,11,2,6,1,0,0,0,1,,0,0,,0,0,, +mccarto02,1909,1,BSN,NL,9,16,1,2,0,0,0,1,0,,2,4,,0,1,, +mcconam01,1909,1,BOS,AL,121,453,61,108,7,8,0,36,26,,34,37,,6,16,, +mcconge01,1909,1,NYA,AL,13,43,4,9,0,1,0,5,1,,1,9,,0,1,, +mccorbi01,1909,1,SLA,AL,2,5,0,0,0,0,0,0,0,,1,1,,0,0,, +mccormo01,1909,1,NY1,NL,121,413,68,120,21,8,3,27,4,,49,42,,5,9,, +mcdoned01,1909,1,PHI,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +mcelvpr01,1909,1,BRO,NL,81,258,22,51,8,1,3,25,6,,14,44,,1,4,, +mcilvir01,1909,1,NYA,AL,4,3,0,0,0,0,0,0,0,,1,0,,0,0,, +mcinnst01,1909,1,PHA,AL,19,46,4,11,0,0,1,4,0,,2,5,,1,1,, +mcintha01,1909,1,BRO,NL,32,76,9,13,4,2,0,4,0,,1,12,,0,3,, +mcintma01,1909,1,DET,AL,125,476,65,116,18,9,1,34,13,,54,51,,3,9,, +mcleala01,1909,1,CIN,NL,95,324,26,83,12,2,2,36,1,,21,13,,3,10,, +mcmilto01,1909,1,BRO,NL,108,373,18,79,15,1,0,24,11,,20,33,,1,6,, +mcquige01,1909,1,PHI,NL,41,76,3,9,1,0,0,3,1,,2,17,,0,7,, +meltest01,1909,1,SLN,NL,23,15,1,2,1,0,0,1,0,,1,6,,0,0,, +merklfr01,1909,1,NY1,NL,79,236,15,45,9,1,0,20,8,,16,46,,1,4,, +messebo01,1909,1,CHA,AL,31,112,18,19,1,1,0,0,7,,13,24,,2,3,, +meyerch01,1909,1,NY1,NL,90,220,15,61,10,5,1,30,3,,22,12,,6,4,, +meyerle02,1909,1,BRO,NL,7,23,1,3,0,0,0,0,0,,2,3,,0,1,, +midkiez01,1909,1,CIN,NL,1,2,0,0,0,0,0,0,0,,0,0,,0,0,, +milancl01,1909,1,WS1,AL,130,400,36,80,12,4,1,15,10,,31,33,,6,23,, +milledo02,1909,1,PIT,NL,151,560,71,156,31,13,3,87,14,,39,49,,3,29,, +millewa01,1909,1,WS1,AL,26,51,5,11,0,0,0,1,0,,4,10,,0,0,, +millewa02,1909,1,PIT,NL,15,56,2,8,0,1,0,4,2,,4,3,,1,1,, +millewa02,1909,2,CIN,NL,43,113,17,35,3,1,0,4,9,,6,11,,0,2,, +mitchmi01,1909,1,CIN,NL,145,523,83,162,17,17,4,86,37,,57,45,,0,15,, +mitchwi01,1909,1,CLE,AL,3,7,1,2,0,0,0,0,0,,1,1,,0,0,, +mooreea01,1909,1,PHI,NL,38,96,4,9,1,0,0,0,1,,8,26,,0,5,, +moorege02,1909,1,PIT,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +moranhe01,1909,1,BSN,NL,8,31,8,7,1,0,0,0,0,,5,7,,0,0,, +moranpa01,1909,1,CHN,NL,77,246,18,54,11,1,1,23,2,,16,22,,4,3,, +morefo01,1909,1,SLN,NL,15,13,1,2,0,0,0,1,0,,3,5,,0,1,, +morefo01,1909,2,BSN,NL,10,15,0,1,0,0,0,0,0,,0,4,,0,0,, +morenle01,1909,1,PHI,NL,40,90,5,10,3,0,0,4,0,,6,15,,0,2,, +morgacy01,1909,1,BOS,AL,12,20,0,1,1,0,0,0,0,,0,7,,0,1,, +morgacy01,1909,2,PHA,AL,28,74,1,8,1,1,0,5,0,,2,20,,0,8,, +moriabi01,1909,1,CIN,NL,6,20,1,4,1,0,0,1,2,,0,8,,0,3,, +moriage02,1909,1,DET,AL,133,473,43,129,20,4,1,39,34,,24,49,,1,17,, +mowremi01,1909,1,CIN,NL,38,115,10,22,5,0,0,5,2,,20,6,,0,5,, +mowremi01,1909,2,SLN,NL,12,29,3,7,1,0,0,4,1,,4,3,,0,2,, +mullige01,1909,1,DET,AL,53,126,13,27,7,0,0,17,2,,13,25,,0,2,, +murphda02,1909,1,PHA,AL,149,541,61,152,28,14,5,69,19,,35,38,,6,34,, +murphho01,1909,1,SLN,NL,25,60,3,12,0,0,0,3,1,,4,10,,0,3,, +murrare01,1909,1,NY1,NL,149,570,74,150,15,12,7,91,48,,45,52,,2,16,, +myershy01,1909,1,BRO,NL,6,22,1,5,1,0,0,6,1,,2,4,,0,1,, +needhto01,1909,1,CHN,NL,13,28,3,4,0,0,0,0,0,,0,5,,0,0,, +netzemi01,1909,1,CLE,AL,10,37,2,7,1,0,0,3,1,,3,5,,0,0,, +newtodo01,1909,1,NYA,AL,4,6,1,1,0,0,0,0,0,,2,2,,0,0,, +nichosi01,1909,1,PHA,AL,21,71,10,15,2,1,0,3,0,,3,12,,0,2,, +nilesha01,1909,1,BOS,AL,145,546,65,134,12,5,1,38,27,,39,48,,13,18,, +noursch01,1909,1,BOS,AL,3,2,0,0,0,0,0,0,0,,0,0,,0,0,, +oakesre01,1909,1,CIN,NL,120,415,55,112,10,5,3,31,23,,40,40,,5,16,, +oberlfr01,1909,1,WS1,AL,10,14,0,2,0,0,0,0,0,,0,7,,0,0,, +oconnpa02,1909,1,PIT,NL,9,16,1,5,1,0,0,3,0,,0,0,,0,0,, +oharabi01,1909,1,NY1,NL,115,360,48,85,9,3,1,30,31,,41,40,,2,11,, +ohljo01,1909,1,WS1,AL,4,2,0,0,0,0,0,0,0,,0,1,,0,0,, +oldriru01,1909,1,PHA,AL,90,326,39,75,13,8,1,28,17,,20,39,,6,15,, +olearch01,1909,1,DET,AL,76,261,29,53,10,0,0,13,9,,6,21,,1,10,, +olmstfr01,1909,1,CHA,AL,8,21,0,2,0,0,0,0,0,,1,5,,0,0,, +orthal01,1909,1,NYA,AL,22,34,3,9,0,1,0,5,1,,5,9,,0,1,, +osborfr02,1909,1,PHI,NL,58,189,14,35,4,1,0,19,6,,12,14,,1,16,, +osteech01,1909,1,SLN,NL,16,45,6,9,1,0,0,7,1,,7,1,,0,2,, +otisha01,1909,1,CLE,AL,5,9,0,1,1,0,0,0,0,,0,5,,0,1,, +overaor01,1909,1,CHN,NL,38,96,7,22,6,1,2,11,0,,7,20,,0,4,, +owenfr01,1909,1,CHA,AL,3,6,1,1,0,0,0,0,0,,0,0,,0,0,, +owensfr01,1909,1,CHA,AL,64,174,12,35,4,1,0,17,3,,8,18,,2,9,, +papela01,1909,1,BOS,AL,11,21,2,3,1,0,0,1,0,,0,4,,0,0,, +parenfr01,1909,1,CHA,AL,136,472,61,123,10,5,0,30,32,,46,24,,7,26,, +paskedo01,1909,1,CIN,NL,104,322,49,81,7,4,0,33,23,,34,60,,2,11,, +pastoji01,1909,1,BRO,NL,12,25,1,2,0,0,0,0,0,,3,9,,0,0,, +pattecl01,1909,1,CIN,NL,4,8,0,1,0,0,0,1,0,,0,1,,0,0,, +patteha02,1909,1,SLA,AL,17,49,2,10,1,0,0,5,1,,0,2,,0,1,, +patteha02,1909,2,CHA,AL,1,3,2,0,0,0,0,0,0,,1,2,,0,0,, +pauxtsi01,1909,1,CIN,NL,4,8,2,1,0,0,0,0,0,,0,1,,1,0,, +paynefr01,1909,1,CHA,AL,32,82,8,20,2,0,0,12,0,,5,3,,1,4,, +pearcdu01,1909,1,CIN,NL,2,2,0,0,0,0,0,0,0,,0,0,,0,0,, +peltyba01,1909,1,SLA,AL,37,91,6,15,2,1,0,3,2,,5,17,,0,4,, +perrige01,1909,1,CLE,AL,88,283,26,63,10,9,0,20,6,,19,30,,5,9,, +pfiesja01,1909,1,CHN,NL,29,65,5,11,1,0,0,4,1,,5,26,,0,3,, +phelped01,1909,1,SLN,NL,104,306,43,76,13,1,0,22,7,,39,34,,9,10,, +phillde01,1909,1,PIT,NL,22,42,1,3,1,0,0,4,0,,1,8,,0,1,, +planked01,1909,1,PHA,AL,35,96,5,21,2,0,1,7,2,,2,16,,2,2,, +powelbi01,1909,1,PIT,NL,3,3,0,1,0,0,0,0,0,,0,1,,0,0,, +powelja01,1909,1,SLA,AL,34,78,3,14,1,1,0,6,0,,1,10,,0,4,, +powerdo01,1909,1,PHA,AL,1,4,1,1,0,0,0,0,0,,0,0,,0,0,, +purtebi01,1909,1,CHA,AL,103,361,34,93,9,3,0,40,14,,19,27,,4,28,, +quinnja01,1909,1,NYA,AL,23,45,2,7,1,0,0,2,0,,3,9,,1,1,, +rafteto01,1909,1,CLE,AL,8,32,6,7,2,1,0,0,1,,4,6,,0,0,, +raganpa01,1909,1,CIN,NL,2,2,0,1,0,0,0,1,0,,0,1,,0,0,, +raganpa01,1909,2,CHN,NL,2,2,0,0,0,0,0,0,0,,0,2,,0,0,, +raleijo01,1909,1,SLN,NL,15,23,0,2,0,0,0,0,0,,0,4,,0,1,, +raridbi01,1909,1,BSN,NL,13,42,1,6,1,0,0,1,1,,4,5,,0,2,, +rathmo01,1909,1,PHA,AL,7,26,4,7,1,0,0,3,1,,2,3,,3,0,, +raymobu01,1909,1,NY1,NL,39,89,4,13,1,2,0,1,1,,6,33,,1,5,, +redmoha01,1909,1,BRO,NL,6,19,3,0,0,0,0,1,0,,0,6,,0,1,, +reillba01,1909,1,CHA,AL,12,25,3,5,0,0,0,3,2,,3,4,,0,2,, +reilldu01,1909,1,CLE,AL,20,62,10,13,0,0,0,0,5,,4,13,,0,5,, +reillto01,1909,1,SLN,NL,5,7,0,2,0,1,0,2,0,,0,0,,0,0,, +reisldo01,1909,1,WS1,AL,12,24,1,4,1,0,0,3,0,,2,6,,0,2,, +reulbed01,1909,1,CHN,NL,35,86,3,12,2,1,0,7,0,,5,32,,0,7,, +rhoadbo01,1909,1,CLE,AL,20,43,1,7,0,1,0,1,0,,1,15,,0,4,, +rhodech01,1909,1,SLN,NL,12,19,3,4,2,0,0,0,0,,2,5,,0,0,, +richile01,1909,1,PHI,NL,11,16,0,4,0,1,0,4,0,,0,3,,0,0,, +richile01,1909,2,BSN,NL,22,44,1,5,0,0,0,1,0,,2,9,,0,1,, +ritchcl01,1909,1,BSN,NL,30,87,4,15,1,0,0,3,1,,8,10,,0,2,, +rosech01,1909,1,SLA,AL,3,7,1,0,0,0,0,0,0,,1,2,,0,1,, +rossmcl01,1909,1,DET,AL,82,287,16,75,8,3,0,39,10,,13,31,,0,10,, +rossmcl01,1909,2,SLA,AL,2,8,0,1,0,0,0,0,0,,0,0,,0,0,, +rothfr01,1909,1,CIN,NL,56,147,12,35,7,2,0,16,5,,6,20,,4,4,, +rowanja01,1909,1,CIN,NL,38,65,4,6,0,1,0,2,1,,9,25,,0,2,, +ruckena01,1909,1,BRO,NL,38,101,3,12,1,0,0,0,0,,2,16,,0,7,, +ryanja02,1909,1,BOS,AL,14,19,3,4,0,0,0,2,0,,1,9,,0,2,, +sallesl01,1909,1,SLN,NL,32,71,5,8,2,0,0,3,0,,5,23,,0,6,, +savidra01,1909,1,CIN,NL,1,1,0,0,0,0,0,0,0,,0,1,,0,0,, +scanldo01,1909,1,BRO,NL,19,44,3,12,5,0,0,1,1,,6,8,,1,1,, +scanlfr01,1909,1,PHI,NL,6,4,0,0,0,0,0,0,0,,0,4,,0,0,, +schaege01,1909,1,DET,AL,87,280,26,70,12,0,0,22,12,,14,48,,0,14,, +schaege01,1909,2,WS1,AL,37,128,13,31,5,1,1,4,2,,6,13,,1,5,, +schlead01,1909,1,NY1,NL,92,279,25,68,12,0,0,30,4,,40,17,,2,11,, +schlibi01,1909,1,PHA,AL,4,4,0,1,1,0,0,0,1,,0,2,,0,0,, +schlibi01,1909,2,BOS,AL,13,27,1,5,0,1,0,1,0,,0,4,,0,2,, +schmibo01,1909,1,DET,AL,84,253,21,53,8,2,1,28,7,,7,27,,3,22,, +schmibu01,1909,1,NYA,AL,1,2,0,0,0,0,0,0,0,,0,0,,0,0,, +schulfr01,1909,1,CHN,NL,140,538,57,142,16,11,4,60,23,,24,57,,2,27,, +schweal01,1909,1,SLA,AL,27,76,7,17,2,0,0,2,3,,5,16,,3,1,, +schweru01,1909,1,CHN,NL,3,4,0,1,0,0,0,0,0,,1,2,,0,0,, +scottji01,1909,1,CHA,AL,36,85,7,9,2,0,0,5,0,,9,37,,0,2,, +sebriji01,1909,1,BRO,NL,25,81,11,8,1,1,0,5,3,,11,15,,0,1,, +sebriji01,1909,2,WS1,AL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +seymocy01,1909,1,NY1,NL,80,280,37,87,12,5,1,30,14,,25,8,,1,9,, +shafeti01,1909,1,NY1,NL,38,84,11,15,2,1,0,7,6,,14,13,,0,3,, +shawal01,1909,1,BSN,NL,18,41,1,4,0,0,0,0,0,,5,4,,1,0,, +shawal02,1909,1,SLN,NL,114,331,45,82,12,7,2,34,15,,55,66,,0,1,, +sheanda01,1909,1,PHI,NL,36,112,14,26,2,2,0,4,3,,14,12,,1,3,, +sheanda01,1909,2,BSN,NL,75,267,32,66,11,4,1,29,14,,17,21,,2,14,, +sheckji01,1909,1,CHN,NL,148,525,81,134,29,5,1,43,15,,72,71,,1,46,, +shipkbi01,1909,1,WS1,AL,9,16,2,2,1,0,0,0,0,,2,3,,0,1,, +shottbu01,1909,1,SLA,AL,17,61,5,16,0,1,0,0,3,,5,8,,1,4,, +simonmi01,1909,1,PIT,NL,12,18,2,3,0,0,0,2,0,,1,1,,0,3,, +sinerho01,1909,1,BSN,NL,10,23,1,3,0,0,0,1,0,,2,1,,0,0,, +sittoca01,1909,1,CLE,AL,14,13,0,2,1,0,0,0,0,,2,6,,0,0,, +slattja01,1909,1,WS1,AL,32,56,4,12,2,0,0,6,1,,2,0,,1,0,, +smithch02,1909,1,WS1,AL,23,45,0,7,0,0,0,2,0,,0,5,,2,1,, +smithch02,1909,2,BOS,AL,3,10,1,3,0,0,0,2,0,,0,2,,0,0,, +smithfr03,1909,1,CHA,AL,53,127,11,22,6,3,0,20,0,,10,31,,2,5,, +smithha03,1909,1,BSN,NL,43,113,9,19,4,1,0,4,3,,5,13,,0,2,, +smithwi01,1909,1,SLA,AL,17,42,3,8,0,0,0,2,0,,0,7,,0,2,, +snodgfr01,1909,1,NY1,NL,28,70,10,21,5,0,1,6,7,,7,5,,3,2,, +spadebo01,1909,1,CIN,NL,14,34,3,10,1,1,0,2,0,,3,3,,0,0,, +sparktu01,1909,1,PHI,NL,24,36,0,5,0,0,0,1,0,,2,9,,0,1,, +speaktr01,1909,1,BOS,AL,143,544,73,168,26,13,7,77,35,,38,53,,7,17,, +speerki01,1909,1,DET,AL,13,25,1,3,1,0,0,2,0,,2,6,,0,0,, +spenctu01,1909,1,BOS,AL,28,74,6,12,1,0,0,9,2,,6,6,,0,2,, +stahlja01,1909,1,BOS,AL,127,435,62,128,19,12,6,60,16,,43,94,,15,12,, +stanaos01,1909,1,DET,AL,77,252,17,66,8,6,0,21,2,,11,27,,2,4,, +stanljo02,1909,1,CHN,NL,22,52,4,7,1,0,0,2,0,,6,9,,0,2,, +starkdo01,1909,1,CLE,AL,19,60,4,12,0,0,0,1,4,,6,15,,0,2,, +starrch01,1909,1,BSN,NL,61,216,16,48,2,3,0,6,7,,31,22,,5,8,, +starrch01,1909,2,PHI,NL,3,3,0,0,0,0,0,0,0,,0,1,,0,0,, +steelel01,1909,1,BOS,AL,16,22,4,5,1,0,0,1,2,,1,2,,0,1,, +steinha01,1909,1,CHN,NL,151,528,73,133,27,6,2,59,22,,57,37,,5,31,, +stemfr01,1909,1,BSN,NL,73,245,13,51,2,3,0,11,5,,12,16,,3,12,, +stephji01,1909,1,SLA,AL,79,223,18,49,5,0,3,18,5,,13,28,,5,3,, +stonege01,1909,1,SLA,AL,83,310,33,89,5,4,1,15,8,,24,34,,1,15,, +storkal01,1909,1,PIT,NL,37,118,12,30,5,2,0,12,1,,7,9,,1,5,, +storkal01,1909,2,SLN,NL,48,174,11,49,5,0,0,10,5,,12,12,,0,5,, +stovage01,1909,1,CLE,AL,145,565,60,139,17,10,2,49,25,,6,40,,4,20,, +streega01,1909,1,WS1,AL,137,407,25,86,12,1,0,29,2,,26,25,,2,17,, +stremph01,1909,1,SLA,AL,2,6,0,0,0,0,0,0,0,,0,1,,0,0,, +strunam01,1909,1,PHA,AL,11,35,1,4,0,0,0,2,2,,1,8,,0,0,, +suggsge01,1909,1,DET,AL,9,15,0,1,1,0,0,0,0,,1,9,,0,1,, +sullibi03,1909,1,CHA,AL,97,265,11,43,3,0,0,16,9,,17,50,,5,15,, +sullide02,1909,1,CLE,AL,3,2,0,1,0,0,0,0,0,,0,0,,0,0,, +sulliha01,1909,1,SLN,NL,2,1,0,0,0,0,0,0,0,,0,0,,0,0,, +summeed01,1909,1,DET,AL,35,94,4,10,1,0,0,3,0,,4,30,,0,3,, +suterha01,1909,1,CHA,AL,18,32,1,3,0,0,0,0,0,,2,18,,0,1,, +sweenbi02,1909,1,BSN,NL,138,493,44,120,19,3,1,36,25,,37,22,,0,9,, +sweened01,1909,1,NYA,AL,67,176,18,47,3,0,0,21,3,,16,19,,0,8,, +tanneje01,1909,1,WS1,AL,16,36,2,6,1,0,0,1,0,,5,3,,1,0,, +tannele01,1909,1,CHA,AL,155,531,39,118,21,5,0,47,12,,31,52,,3,29,, +tennefr02,1909,1,NY1,NL,101,375,43,88,8,2,3,30,8,,52,31,,3,11,, +thomair01,1909,1,PHA,AL,84,256,22,57,9,3,0,31,4,,18,34,,7,5,, +thomaro01,1909,1,BSN,NL,82,281,36,74,9,1,0,11,5,,47,32,,0,11,, +thoneja01,1909,1,BOS,AL,13,40,1,5,1,0,0,3,2,,2,3,,0,1,, +tiemeed01,1909,1,NYA,AL,3,8,1,3,1,0,0,0,0,,1,0,,0,0,, +tinkejo01,1909,1,CHN,NL,143,516,56,132,26,11,4,57,23,,17,45,,0,22,, +titusjo01,1909,1,PHI,NL,151,540,69,146,22,6,3,46,23,,66,43,,16,23,, +tucketo02,1909,1,BSN,NL,17,29,1,4,0,0,0,1,0,,0,7,,0,2,, +turnete01,1909,1,CLE,AL,53,208,25,52,7,4,0,16,14,,14,18,,2,2,, +unglabo01,1909,1,WS1,AL,130,480,43,127,14,9,3,41,15,,22,67,,3,13,, +uppje01,1909,1,CLE,AL,7,9,0,2,1,0,0,2,0,,0,3,,0,0,, +vandybe01,1909,1,PHI,NL,2,3,0,0,0,0,0,0,0,,0,1,,0,0,, +vaughbo01,1909,1,NYA,AL,5,14,1,2,0,0,0,0,1,,1,1,,0,0,, +vickeru01,1909,1,PHA,AL,18,16,0,1,0,0,0,3,0,,0,4,,0,1,, +wackech01,1909,1,PIT,NL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +wadderu01,1909,1,SLA,AL,31,75,2,5,1,0,0,2,0,,3,23,,0,0,, +wagnehe01,1909,1,BOS,AL,124,430,53,110,16,7,1,49,18,,35,31,,3,9,, +wagneho01,1909,1,PIT,NL,137,495,92,168,39,10,5,100,35,,66,24,,3,27,, +walkedi01,1909,1,WS1,AL,4,13,1,2,0,0,0,0,1,,0,3,,0,0,, +wallabo01,1909,1,SLA,AL,116,403,36,96,12,2,0,35,7,,38,25,,4,6,, +wallere01,1909,1,NY1,NL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +walshed01,1909,1,CHA,AL,32,84,5,18,5,0,0,11,4,,6,26,,0,1,, +wanneja01,1909,1,NYA,AL,3,8,0,1,0,0,0,0,1,,2,1,,0,0,, +wardjo04,1909,1,NYA,AL,9,28,3,5,0,0,0,0,2,,1,5,,1,3,, +wardjo04,1909,2,PHI,NL,74,184,21,49,8,2,0,23,7,,9,15,,1,6,, +warhoja01,1909,1,NYA,AL,36,86,6,11,1,1,0,3,0,,2,16,,1,2,, +weimeja01,1909,1,NY1,NL,1,1,0,0,0,0,0,0,0,,0,1,,0,0,, +weldami01,1909,1,CHA,AL,29,74,3,14,0,0,0,5,2,,4,21,,0,3,, +wheatza01,1909,1,BRO,NL,26,102,15,31,7,3,0,4,1,,6,13,,0,5,, +whitedo01,1909,1,CHA,AL,72,192,24,45,1,5,0,7,7,,33,27,,0,13,, +whiteki01,1909,1,BSN,NL,23,50,3,8,0,1,0,3,0,,1,13,,1,3,, +wilheka01,1909,1,BRO,NL,22,57,1,13,1,2,0,4,0,,1,13,,0,2,, +willeed01,1909,1,DET,AL,42,112,10,22,5,3,0,10,0,,3,37,,1,3,, +williji01,1909,1,SLA,AL,110,374,32,73,3,6,0,22,6,,29,34,,2,10,, +willivi01,1909,1,PIT,NL,39,103,6,14,1,1,0,2,0,,7,11,,0,6,, +wilsoar01,1909,1,NY1,NL,19,42,4,10,2,1,0,5,0,,4,6,,0,0,, +wilsoch01,1909,1,PIT,NL,154,569,64,155,22,12,4,59,17,,19,66,,6,20,, +wilsope01,1909,1,NYA,AL,14,34,2,4,0,1,0,2,0,,1,10,,0,1,, +wiltsho01,1909,1,NY1,NL,37,95,10,19,1,1,1,6,2,,3,9,,0,2,, +winchfr01,1909,1,CLE,AL,4,5,0,1,0,0,0,0,0,,1,0,,0,0,, +withero01,1909,1,WS1,AL,12,19,0,1,0,0,0,0,0,,0,9,,0,1,, +wolteha01,1909,1,BOS,AL,54,121,14,29,2,4,2,10,2,,9,24,,0,5,, +woodjo02,1909,1,BOS,AL,24,55,4,9,0,1,0,3,0,,2,8,,1,1,, +worksra01,1909,1,DET,AL,16,17,2,1,0,0,0,0,0,,0,11,,0,0,, +wrighlu01,1909,1,CLE,AL,5,7,0,0,0,0,0,0,0,,0,2,,0,0,, +yerkest02,1909,1,BOS,AL,5,7,0,2,0,0,0,0,0,,0,3,,0,0,, +yohebi01,1909,1,WS1,AL,21,72,6,15,2,0,0,4,2,,3,14,,0,3,, +youngcy01,1909,1,CLE,AL,35,107,6,21,2,0,0,7,1,,1,12,,0,6,, +youngde01,1909,1,CIN,NL,2,7,0,2,0,0,0,1,0,,1,2,,0,0,, +zimmehe01,1909,1,CHN,NL,65,183,23,50,9,2,0,21,7,,3,14,,0,4,, +abbated01,1910,1,PIT,NL,3,3,0,0,0,0,0,0,0,,0,0,,0,0,, +abbated01,1910,2,BSN,NL,52,178,20,44,4,2,0,10,2,,12,16,,0,8,, +abbotod01,1910,1,SLN,NL,22,70,2,13,2,1,0,6,3,,6,20,,0,6,, +abstebi01,1910,1,SLA,AL,25,87,1,13,2,0,0,3,3,,2,15,,0,1,, +adamsba01,1910,1,PIT,NL,34,83,9,16,3,0,0,6,0,,9,23,,0,5,, +adamsbe01,1910,1,CLE,AL,5,13,1,3,0,0,0,0,0,,0,3,,0,0,, +ainsmed01,1910,1,WS1,AL,33,104,4,20,1,2,0,9,0,,6,21,,0,1,, +albercy01,1910,1,SLN,NL,4,7,0,0,0,0,0,0,0,,2,3,,0,1,, +allensl01,1910,1,SLA,AL,14,23,3,3,1,0,0,1,0,,1,4,,2,1,, +altizda01,1910,1,CIN,NL,3,10,3,6,0,0,0,0,0,,3,0,,0,0,, +amesre01,1910,1,NY1,NL,33,62,1,11,1,0,1,6,0,,1,21,,0,2,, +anderwi01,1910,1,CIN,NL,7,5,1,1,0,0,0,0,0,,0,0,,0,0,, +archeji01,1910,1,CHN,NL,98,313,36,81,17,6,2,41,6,,14,49,,1,16,, +arellfr01,1910,1,BOS,AL,18,34,2,6,1,0,1,4,0,,1,7,,0,1,, +atkinto01,1910,1,PHA,AL,15,17,0,2,0,0,0,0,0,,0,5,,0,0,, +austiji01,1910,1,NYA,AL,133,432,46,94,11,4,2,36,22,,47,56,,7,25,, +backmle01,1910,1,SLN,NL,26,35,2,4,1,1,0,3,0,,4,12,,2,0,, +bailebi01,1910,1,SLA,AL,34,63,6,13,0,0,0,2,1,,4,22,,0,1,, +bakerfr01,1910,1,PHA,AL,146,561,83,159,25,15,2,74,21,,34,36,,4,21,, +ballne01,1910,1,CLE,AL,54,123,13,25,3,1,0,12,4,,9,28,,0,6,, +barbefr01,1910,1,BOS,AL,2,1,0,0,0,0,0,0,0,,0,0,,0,0,, +barbeja01,1910,1,SLN,NL,7,21,4,4,0,1,0,2,0,,3,3,,0,1,, +bargecy01,1910,1,BRO,NL,42,104,7,24,3,2,0,7,0,,5,14,,0,3,, +barrocu01,1910,1,CHA,AL,6,20,0,4,0,0,0,1,0,,3,2,,0,0,, +barryja01,1910,1,PHA,AL,145,487,64,126,19,5,3,60,14,,52,60,,5,22,, +batesjo02,1910,1,PHI,NL,135,498,91,152,26,11,3,61,31,,61,49,,4,19,, +beaumgi01,1910,1,CHN,NL,76,172,30,46,5,1,2,22,4,,28,14,,1,8,, +beckebe01,1910,1,NY1,NL,80,126,18,36,2,4,3,24,11,,14,25,,0,3,, +beckehe01,1910,1,DET,AL,3,7,0,3,0,0,0,2,0,,1,0,,0,0,, +beckehe01,1910,2,WS1,AL,37,103,8,15,1,0,0,10,0,,5,18,,3,4,, +beckfr02,1910,1,BSN,NL,154,571,52,157,32,9,10,64,8,,19,55,,7,10,, +beebefr01,1910,1,CIN,NL,35,73,3,12,0,1,0,6,0,,1,12,,0,1,, +bellge01,1910,1,BRO,NL,44,97,5,13,1,0,0,4,0,,4,30,,2,2,, +bemisha01,1910,1,CLE,AL,61,167,12,36,5,1,1,16,3,,5,20,,0,6,, +bendech01,1910,1,PHA,AL,36,93,6,25,3,2,0,16,0,,6,8,,3,4,, +bentoru01,1910,1,CIN,NL,12,11,0,1,0,0,0,0,0,,0,6,,0,0,, +bergebi01,1910,1,BRO,NL,89,249,11,40,2,1,0,14,0,,6,39,,0,18,, +bergehe01,1910,1,CLE,AL,13,21,2,3,0,0,0,1,1,,0,7,,1,3,, +beschbo01,1910,1,CIN,NL,150,589,95,147,20,10,4,48,70,,81,75,,4,8,, +betchfr01,1910,1,SLN,NL,35,89,7,18,2,0,0,6,1,,7,14,,2,3,, +birmijo01,1910,1,CLE,AL,104,367,41,84,11,2,0,35,18,,23,42,,5,11,, +blackle01,1910,1,CHA,AL,75,242,16,42,3,1,0,10,4,,19,31,,4,10,, +blairwa01,1910,1,NYA,AL,6,22,2,5,0,1,0,2,0,,0,3,,0,1,, +blandfr01,1910,1,CLE,AL,6,18,1,2,1,0,0,1,0,,0,3,,0,0,, +blissja01,1910,1,SLN,NL,16,33,2,2,0,0,0,3,0,,4,8,,0,1,, +blockbr01,1910,1,CHA,AL,55,152,12,32,1,1,0,9,3,,13,18,,0,5,, +bowsere01,1910,1,CHA,AL,1,2,0,0,0,0,0,0,0,,0,0,,0,0,, +boydra01,1910,1,SLA,AL,3,5,0,1,0,0,0,0,0,,0,0,,0,0,, +bradlbi01,1910,1,CLE,AL,61,214,12,42,3,0,0,12,6,,10,23,,1,8,, +bradlhu01,1910,1,BOS,AL,32,83,8,14,6,2,0,7,2,,5,13,,0,5,, +branski01,1910,1,PHI,NL,123,427,39,102,17,4,3,52,10,,20,34,,1,13,, +brennad01,1910,1,PHI,NL,21,25,1,7,0,0,0,1,1,,3,5,,0,0,, +bresnro01,1910,1,SLN,NL,88,234,35,65,15,3,0,27,13,,55,17,,2,8,, +bridwal01,1910,1,NY1,NL,142,492,74,136,15,7,0,48,14,,73,23,,4,20,, +bronkhe01,1910,1,CLE,AL,5,10,1,2,0,0,0,0,1,,1,0,,0,0,, +brownbu01,1910,1,BSN,NL,46,81,6,16,3,1,1,3,0,,3,21,,0,5,, +brownfr02,1910,1,DET,AL,11,14,0,0,0,0,0,0,0,,1,4,,0,2,, +brownge01,1910,1,WS1,AL,7,22,1,4,0,0,0,0,0,,1,5,,0,0,, +brownge01,1910,2,CHA,AL,30,112,17,27,4,1,0,4,5,,12,9,,0,3,, +brownmo01,1910,1,CHN,NL,46,103,9,18,1,2,0,6,1,,6,17,,0,6,, +burchal01,1910,1,BRO,NL,103,352,41,83,8,3,1,20,13,,22,30,,0,9,, +burgjo01,1910,1,BSN,NL,13,46,7,15,0,1,0,10,5,,7,12,,0,1,, +burkebi02,1910,1,BSN,NL,20,21,1,4,1,0,0,0,0,,0,8,,0,1,, +burksa01,1910,1,BRO,NL,4,5,0,0,0,0,0,0,0,,0,1,,0,0,, +burnsbi01,1910,1,CHA,AL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +burnsbi01,1910,2,CIN,NL,32,61,5,16,1,0,0,2,0,,2,12,,1,1,, +burnsjo01,1910,1,CIN,NL,1,1,0,1,0,0,0,0,1,,0,0,,0,0,, +bushdo01,1910,1,DET,AL,142,496,90,130,13,4,3,34,49,,78,82,,2,30,, +byrnebo01,1910,1,PIT,NL,148,602,101,178,43,12,2,52,36,,66,27,,1,10,, +caldwra02,1910,1,NYA,AL,6,6,0,0,0,0,0,0,0,,0,2,,0,0,, +callada01,1910,1,CLE,AL,13,44,6,8,1,0,0,2,5,,4,10,,1,2,, +camniho01,1910,1,PIT,NL,38,88,6,11,1,0,1,6,0,,6,26,,0,7,, +campbvi01,1910,1,PIT,NL,97,282,42,92,9,5,4,21,17,,26,23,,4,12,, +cantwto01,1910,1,CIN,NL,2,0,0,0,0,0,0,0,0,,0,0,,0,0,, +careyma01,1910,1,PIT,NL,2,6,2,3,0,1,0,2,0,,2,1,,0,0,, +carribi02,1910,1,BOS,AL,114,342,36,85,11,1,3,53,10,,23,38,,6,16,, +carsoal01,1910,1,CHN,NL,2,1,0,0,0,0,0,0,0,,1,1,,0,0,, +caseyjo01,1910,1,DET,AL,23,62,3,12,3,0,0,2,1,,2,6,,1,1,, +castljo01,1910,1,PHI,NL,3,4,1,1,0,0,0,0,1,,0,0,,0,0,, +castlro01,1910,1,CIN,NL,4,5,0,0,0,0,0,0,0,,0,1,,0,0,, +chalmge01,1910,1,PHI,NL,4,7,0,1,1,0,0,0,0,,0,3,,0,0,, +chambbi01,1910,1,SLN,NL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +chancfr01,1910,1,CHN,NL,88,295,54,88,12,8,0,36,16,,37,15,,10,6,, +channle01,1910,1,NYA,AL,6,19,3,6,0,0,0,3,2,,2,3,,0,0,, +charlch01,1910,1,CIN,NL,4,15,1,2,0,1,0,0,0,,0,1,,0,0,, +chaseha01,1910,1,NYA,AL,130,524,67,152,20,5,3,73,40,,16,41,,1,19,, +cheekha01,1910,1,PHI,NL,2,4,1,2,1,0,0,0,0,,0,0,,0,0,, +chouife01,1910,1,CHA,AL,24,82,6,16,3,2,0,9,4,,8,17,,1,3,, +chounch01,1910,1,CHA,AL,1,1,0,0,0,0,0,0,0,,1,1,,1,0,, +cicoted01,1910,1,BOS,AL,36,85,9,12,3,0,0,4,0,,8,22,,1,4,, +clarkfr01,1910,1,PIT,NL,123,429,57,113,23,9,2,63,12,,53,23,,4,29,, +clarkni01,1910,1,CLE,AL,21,58,4,9,2,0,0,2,0,,8,6,,0,3,, +clarkto01,1910,1,CIN,NL,64,151,19,42,6,5,1,20,1,,19,17,,3,7,, +cobbty01,1910,1,DET,AL,140,508,106,194,35,13,8,91,65,,64,46,,4,16,, +coleki01,1910,1,CHN,NL,34,91,7,21,2,1,0,9,1,,3,25,,0,5,, +colewi01,1910,1,CHA,AL,22,80,6,14,2,1,0,2,0,,4,16,,1,4,, +collibi02,1910,1,BSN,NL,151,584,67,141,6,7,3,40,36,,43,48,,13,16,, +collied01,1910,1,PHA,AL,153,581,81,188,16,15,3,81,81,,49,41,,6,22,, +collira01,1910,1,BOS,AL,35,84,2,15,1,1,0,5,0,,3,28,,1,4,, +collish01,1910,1,CHA,AL,97,315,29,62,10,8,1,24,10,,25,58,,1,13,, +conrowi01,1910,1,WS1,AL,103,351,36,89,11,3,1,27,11,,30,28,,1,13,, +coombja01,1910,1,PHA,AL,46,132,20,29,3,0,0,9,3,,7,23,,2,1,, +coonebi01,1910,1,BSN,NL,8,12,2,3,0,0,0,1,0,,2,0,,0,0,, +corcomi02,1910,1,CIN,NL,14,46,3,10,3,0,0,7,0,,5,9,,1,2,, +corrifr01,1910,1,SLN,NL,30,51,3,10,2,0,0,0,0,,1,14,,0,1,, +corrire01,1910,1,SLA,AL,26,84,19,13,3,0,1,4,5,,13,22,,4,9,, +coulsbo01,1910,1,BRO,NL,25,89,14,22,3,4,1,13,9,,6,14,,1,1,, +covelha01,1910,1,CIN,NL,7,16,1,1,1,0,0,0,0,,0,4,,0,1,, +crablge01,1910,1,BRO,NL,2,2,0,0,0,0,0,0,0,,1,1,,0,0,, +cranddo01,1910,1,NY1,NL,45,73,10,25,2,4,1,13,0,,5,7,,0,3,, +crawfsa01,1910,1,DET,AL,154,588,83,170,26,19,5,120,20,,37,34,,1,24,, +creebi01,1910,1,NYA,AL,134,467,58,134,19,16,4,73,28,,40,48,,8,12,, +crigelo01,1910,1,NYA,AL,27,69,3,13,2,0,0,4,0,,10,15,,0,0,, +crispjo01,1910,1,SLA,AL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +crissdo01,1910,1,SLA,AL,70,91,11,21,4,2,1,11,2,,11,19,,1,0,, +crompne01,1910,1,CIN,NL,1,2,0,0,0,0,0,0,0,,0,2,,0,0,, +crookto01,1910,1,WS1,AL,8,21,1,4,1,0,0,1,0,,1,5,,0,0,, +croucbi01,1910,1,SLA,AL,1,3,0,0,0,0,0,0,0,,0,2,,0,0,, +culpbi01,1910,1,PHI,NL,4,2,0,0,0,0,0,0,0,,0,1,,0,0,, +cunnibi01,1910,1,WS1,AL,21,74,3,22,5,1,0,14,4,,12,13,,1,4,, +curticl01,1910,1,BSN,NL,43,82,3,12,1,0,0,2,0,,2,16,,0,2,, +dahlebi01,1910,1,BRO,NL,3,2,0,0,0,0,0,0,0,,0,0,,0,1,, +daltoja01,1910,1,BRO,NL,77,273,33,62,9,4,1,21,5,,26,30,,4,12,, +daniebe01,1910,1,NYA,AL,95,356,68,90,13,8,1,17,41,,41,52,,16,8,, +daubeja01,1910,1,BRO,NL,144,552,67,146,15,15,8,50,23,,47,53,,5,31,, +davidbi01,1910,1,BRO,NL,136,509,48,121,13,7,0,34,27,,24,54,,4,12,, +davisha01,1910,1,PHA,AL,139,492,61,122,19,4,1,41,17,,53,65,,9,19,, +delahji01,1910,1,DET,AL,106,378,67,111,16,2,3,45,15,,43,32,,9,13,, +demmira01,1910,1,SLA,AL,10,23,4,4,1,0,0,2,0,,3,3,,1,2,, +demotbe01,1910,1,CLE,AL,9,18,0,3,0,0,0,0,0,,1,3,,0,0,, +derricl01,1910,1,PHA,AL,2,1,0,0,0,0,0,0,0,,0,1,,0,0,, +dessaru01,1910,1,BRO,NL,19,15,2,1,0,0,0,1,0,,2,6,,0,1,, +devliar01,1910,1,NY1,NL,147,493,71,128,17,5,2,67,28,,62,32,,9,28,, +devorjo01,1910,1,NY1,NL,133,490,92,149,11,10,2,27,43,,46,67,,6,7,, +dickswa01,1910,1,NY1,NL,12,4,1,1,0,0,0,0,0,,1,0,,0,0,, +doanewa01,1910,1,CLE,AL,6,7,0,2,1,0,0,2,0,,1,2,,0,0,, +donahpa01,1910,1,BOS,AL,2,4,0,0,0,0,0,0,0,,0,2,,0,0,, +donahpa01,1910,2,PHA,AL,14,34,2,5,0,0,0,4,1,,3,5,,1,4,, +donahpa01,1910,3,CLE,AL,2,6,0,1,0,0,0,0,0,,0,2,,0,0,, +donahpa01,1910,4,PHA,AL,1,1,0,0,0,0,0,0,0,,0,1,,0,0,, +donovbi01,1910,1,DET,AL,26,69,6,10,1,0,0,2,0,,5,24,,0,2,, +dooinre01,1910,1,PHI,NL,103,331,30,80,13,4,0,30,10,,22,17,,0,4,, +doolami01,1910,1,PHI,NL,148,536,58,141,31,6,2,57,16,,35,56,,6,12,, +doughpa01,1910,1,CHA,AL,127,443,45,110,8,6,1,43,22,,41,44,,4,4,, +dowdki01,1910,1,PIT,NL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +downeto01,1910,1,CIN,NL,111,378,43,102,9,3,2,32,12,,34,28,,3,17,, +doyleji01,1910,1,CIN,NL,7,13,1,2,2,0,0,1,0,,0,2,,0,2,, +doylela01,1910,1,NY1,NL,151,575,97,164,21,14,8,69,39,,71,26,,5,19,, +doylesl01,1910,1,NYA,AL,3,4,0,1,0,0,0,0,0,,0,1,,0,0,, +doylesl01,1910,2,CIN,NL,5,3,0,0,0,0,0,0,0,,0,0,,0,0,, +drucklo01,1910,1,NY1,NL,34,70,8,15,3,1,1,13,0,,7,18,,0,9,, +dygerji01,1910,1,PHA,AL,19,36,1,3,1,0,0,2,0,,3,10,,0,0,, +eastete01,1910,1,CLE,AL,110,363,34,111,16,6,0,55,10,,21,27,,0,14,, +egandi01,1910,1,CIN,NL,135,474,70,116,11,5,0,46,41,,53,38,,1,33,, +elberki01,1910,1,WS1,AL,127,455,53,114,9,2,2,42,19,,35,18,,13,12,, +ellioro01,1910,1,BSN,NL,3,2,0,0,0,0,0,0,0,,0,0,,0,0,, +ellisru01,1910,1,SLN,NL,142,550,87,142,18,8,4,54,25,,62,70,,5,15,, +englecl01,1910,1,NYA,AL,5,13,0,3,0,0,0,0,1,,2,0,,0,0,, +englecl01,1910,2,BOS,AL,106,363,59,96,18,7,2,38,12,,31,47,,2,12,, +erwinte01,1910,1,BRO,NL,81,202,15,38,3,1,1,10,3,,24,12,,1,9,, +evansch01,1910,1,BSN,NL,13,10,1,1,1,0,0,1,0,,0,0,,0,0,, +evansst01,1910,1,SLN,NL,151,506,73,122,21,8,2,73,10,,78,63,,31,12,, +eversjo01,1910,1,CHN,NL,125,433,87,114,11,7,0,28,28,,108,18,,2,13,, +ewingbo01,1910,1,PHI,NL,34,90,7,20,5,1,0,6,0,,4,16,,1,4,, +falkecy01,1910,1,CLE,AL,37,82,6,15,1,0,0,4,1,,6,25,,1,3,, +fanweha01,1910,1,CLE,AL,17,30,0,1,0,0,0,0,0,,2,16,,0,1,, +ferguge01,1910,1,BSN,NL,26,40,1,7,1,0,1,7,0,,1,13,,0,2,, +ferryja01,1910,1,PIT,NL,6,9,0,3,2,0,0,0,0,,0,1,,0,2,, +fishera01,1910,1,NYA,AL,17,29,1,3,2,0,0,0,0,,0,9,,0,1,, +fishere01,1910,1,SLA,AL,23,72,5,9,2,1,0,3,5,,8,16,,1,3,, +flahepa02,1910,1,PHI,NL,2,2,0,1,0,0,0,0,0,,0,0,,0,0,, +fletcar01,1910,1,NY1,NL,51,125,12,28,2,1,0,13,9,,4,9,,0,3,, +flickel01,1910,1,CLE,AL,24,68,5,18,2,1,1,7,1,,10,10,,0,0,, +flynnjo03,1910,1,PIT,NL,96,332,32,91,10,2,6,52,6,,30,47,,1,17,, +fordru01,1910,1,NYA,AL,36,96,8,20,1,5,0,7,1,,9,33,,1,6,, +formabi01,1910,1,WS1,AL,1,0,1,0,0,0,0,0,0,,1,0,,0,0,, +fosteed02,1910,1,NYA,AL,30,83,5,11,2,0,0,1,2,,8,13,,1,0,, +foxenbi01,1910,1,PHI,NL,16,23,1,4,0,0,0,1,0,,1,11,,0,1,, +foxenbi01,1910,2,CHN,NL,2,2,0,0,0,0,0,0,0,,0,1,,0,0,, +frencch01,1910,1,BOS,AL,9,40,4,8,1,0,0,3,0,,1,7,,0,0,, +frencch01,1910,2,CHA,AL,45,170,17,28,1,1,0,4,5,,10,23,,3,5,, +frilljo01,1910,1,NYA,AL,10,18,1,2,0,0,0,4,0,,1,3,,0,1,, +frocksa01,1910,1,PIT,NL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +frocksa01,1910,2,BSN,NL,45,84,5,16,0,0,0,7,1,,1,32,,0,5,, +frommar01,1910,1,CIN,NL,11,15,1,2,1,0,0,0,0,,0,5,,0,1,, +gandich01,1910,1,CHA,AL,77,275,21,53,7,3,2,21,12,,24,40,,4,7,, +gardnea01,1910,1,NYA,AL,86,271,36,66,4,2,1,24,9,,21,22,,2,9,, +gardnla01,1910,1,BOS,AL,113,413,56,117,12,10,2,36,8,,41,52,,4,17,, +gaspaha01,1910,1,CIN,NL,48,87,6,10,2,0,0,0,0,,8,25,,1,1,, +gessldo01,1910,1,WS1,AL,145,487,58,126,17,12,2,50,18,,62,54,,16,12,, +getzgu01,1910,1,BSN,NL,54,144,14,28,0,1,0,7,2,,6,10,,1,3,, +geyerru01,1910,1,SLN,NL,4,1,0,0,0,0,0,0,0,,0,1,,0,0,, +gibsoge01,1910,1,PIT,NL,143,482,53,125,22,6,3,44,7,,47,31,,6,9,, +gillija01,1910,1,SLA,AL,9,15,1,3,0,0,0,1,0,,0,1,,0,0,, +girarch01,1910,1,PHI,NL,7,8,1,1,1,0,0,0,0,,0,3,,0,0,, +goldero01,1910,1,SLN,NL,7,15,0,4,1,0,0,3,0,,0,2,,0,2,, +goodra01,1910,1,BSN,NL,2,3,0,0,0,0,0,0,0,,0,2,,0,0,, +goodwi01,1910,1,BSN,NL,23,86,15,29,5,4,0,11,5,,6,13,,2,4,, +gowdyha01,1910,1,NY1,NL,7,14,1,3,1,0,0,2,1,,2,3,,0,0,, +grahabe02,1910,1,SLA,AL,8,26,1,3,2,1,0,5,0,,1,3,,0,0,, +grahabi01,1910,1,SLA,AL,9,13,0,2,0,0,0,0,0,,1,10,,0,0,, +grahape01,1910,1,BSN,NL,110,291,31,82,13,2,0,21,5,,33,15,,2,9,, +graneja01,1910,1,CLE,AL,116,454,62,107,13,9,1,31,18,,37,53,,0,8,, +granted01,1910,1,PHI,NL,152,579,70,155,15,5,1,67,25,,39,54,,1,34,, +graydo01,1910,1,WS1,AL,35,85,7,21,3,1,0,2,0,,4,22,,0,1,, +griffcl01,1910,1,CIN,NL,1,0,1,0,0,0,0,0,0,,0,0,,0,0,, +griggar01,1910,1,SLA,AL,123,416,28,98,22,5,2,30,11,,25,51,,1,7,, +groombo01,1910,1,WS1,AL,34,92,4,11,0,0,0,4,1,,2,28,,0,3,, +hahned01,1910,1,CHA,AL,15,53,2,6,2,0,0,1,0,,7,5,,0,7,, +hallch02,1910,1,BOS,AL,47,82,6,17,2,4,0,8,1,,6,22,,2,5,, +hallma01,1910,1,SLA,AL,8,15,0,1,0,0,0,0,0,,0,6,,0,0,, +hardyja01,1910,1,WS1,AL,7,8,1,2,0,0,0,0,0,,0,2,,0,0,, +harknsp01,1910,1,CLE,AL,26,50,2,7,1,1,0,3,0,,2,25,,0,1,, +harmobo01,1910,1,SLN,NL,43,76,11,14,4,1,0,6,2,,8,23,,0,4,, +hartsto01,1910,1,PHA,AL,90,285,45,63,10,3,0,22,11,,58,45,,0,8,, +hartzro01,1910,1,SLA,AL,151,542,52,118,13,5,2,30,18,,49,43,,6,18,, +hausear01,1910,1,SLN,NL,119,375,37,77,7,2,2,36,15,,49,39,,9,11,, +hearnbu01,1910,1,SLN,NL,5,15,2,2,0,0,1,1,0,,0,6,,0,0,, +hearned01,1910,1,BOS,AL,2,2,0,0,0,0,0,0,0,,0,1,,0,0,, +heitmhe01,1910,1,PHA,AL,31,111,11,27,2,2,0,7,6,,7,10,,0,3,, +hemphch01,1910,1,NYA,AL,102,351,45,84,9,4,0,21,19,,55,27,,5,8,, +hendred01,1910,1,NY1,NL,4,4,0,0,0,0,0,0,0,,0,1,,0,0,, +henryjo02,1910,1,WS1,AL,28,87,2,13,1,1,0,5,2,,2,22,,0,1,, +herzobu01,1910,1,BSN,NL,106,380,51,95,20,3,3,32,13,,30,34,,15,20,, +higgied01,1910,1,SLN,NL,3,5,1,2,0,1,0,1,0,,0,2,,0,0,, +hinridu01,1910,1,WS1,AL,3,4,0,0,0,0,0,0,0,,0,3,,0,0,, +hoblidi01,1910,1,CIN,NL,155,611,85,170,24,13,4,70,28,,47,32,,2,18,, +hoffmda01,1910,1,SLA,AL,106,380,20,90,11,5,0,27,16,,34,94,,4,7,, +hofmaso01,1910,1,CHN,NL,136,477,83,155,24,16,3,86,29,,65,34,,0,30,, +hohnhed01,1910,1,CLE,AL,18,63,8,20,3,1,0,6,3,,4,7,,0,1,, +hoopeha01,1910,1,BOS,AL,155,584,81,156,9,10,2,27,40,,62,53,,8,34,, +housebe01,1910,1,PHA,AL,34,69,9,13,3,2,0,7,0,,7,15,,0,3,, +hovlijo01,1910,1,WS1,AL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +howelha01,1910,1,SLA,AL,1,2,0,0,0,0,0,0,0,,0,0,,0,0,, +huggimi01,1910,1,SLN,NL,151,547,101,145,15,6,1,36,34,,116,46,,6,19,, +hugheto02,1910,1,NYA,AL,23,55,4,9,0,1,0,2,1,,3,16,,1,2,, +hulswru01,1910,1,SLN,NL,63,133,9,33,7,2,0,14,5,,13,10,,1,1,, +hummejo01,1910,1,BRO,NL,153,578,67,141,21,13,5,74,21,,57,81,,2,14,, +humphbe01,1910,1,PHI,NL,5,2,1,0,0,0,0,0,0,,1,2,,0,0,, +huntbe01,1910,1,BOS,AL,7,18,0,1,0,0,0,1,0,,0,6,,0,1,, +huntege01,1910,1,BRO,NL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +hyattha01,1910,1,PIT,NL,74,175,19,46,5,6,1,30,3,,8,14,,3,0,, +jacklfr01,1910,1,PHI,NL,25,51,7,10,3,0,0,2,0,,5,9,,0,1,, +jacksjo01,1910,1,CLE,AL,20,75,15,29,2,5,1,11,4,,8,8,,0,3,, +jansera01,1910,1,SLA,AL,1,5,0,4,0,0,0,0,0,,0,0,,0,0,, +jennihu01,1910,1,DET,AL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +johnswa01,1910,1,WS1,AL,45,137,14,24,6,1,2,12,2,,4,34,,0,1,, +jonesda01,1910,1,DET,AL,113,377,77,100,6,6,0,24,25,,51,38,,6,9,, +jonesto01,1910,1,DET,AL,135,432,32,110,12,4,1,45,22,,35,27,,10,33,, +jordati01,1910,1,BRO,NL,5,5,1,1,0,0,1,3,0,,0,2,,0,0,, +jossad01,1910,1,CLE,AL,13,36,2,4,2,0,0,2,0,,3,21,,0,1,, +kadinja01,1910,1,PIT,NL,8,23,5,7,2,1,0,4,0,,4,5,,0,2,, +kahlege01,1910,1,CLE,AL,12,35,1,5,0,0,0,1,0,,0,13,,0,0,, +kanejo01,1910,1,CHN,NL,32,62,11,15,0,0,1,12,2,,9,10,,0,3,, +kargeed01,1910,1,BOS,AL,27,68,11,20,2,0,2,8,0,,3,16,,2,3,, +keelewi01,1910,1,NY1,NL,19,10,5,3,0,0,0,0,1,,3,1,,0,1,, +kellybi02,1910,1,SLN,NL,2,2,1,0,0,0,0,0,0,,1,0,,0,0,, +kellyre01,1910,1,CHA,AL,14,45,6,7,0,1,0,1,0,,7,13,,2,1,, +killebi01,1910,1,SLA,AL,74,193,14,24,2,2,0,7,0,,12,31,,2,8,, +killere01,1910,1,WS1,AL,106,345,35,79,17,1,0,24,17,,29,41,,16,29,, +killied01,1910,1,DET,AL,11,27,1,4,0,0,0,1,0,,1,3,,0,1,, +kinseed01,1910,1,SLA,AL,10,12,2,3,0,0,0,1,0,,5,1,,0,1,, +kirkeja01,1910,1,DET,AL,8,25,3,5,1,0,0,3,1,,1,7,,0,4,, +kirscha01,1910,1,CLE,AL,2,0,0,0,0,0,0,0,0,,0,0,,0,0,, +klawial01,1910,1,NY1,NL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +kleinre01,1910,1,NYA,AL,6,12,2,5,0,0,0,2,2,,1,0,,0,0,, +kleinre01,1910,2,BOS,AL,50,147,9,22,1,0,1,8,3,,20,26,,0,2,, +klingjo01,1910,1,CHN,NL,91,297,31,80,17,2,2,32,3,,37,27,,2,7,, +knabeot01,1910,1,PHI,NL,137,510,73,133,18,6,1,44,15,,47,42,,3,37,, +knaupco01,1910,1,CLE,AL,18,59,3,14,3,1,0,11,1,,8,15,,1,3,, +knetzel01,1910,1,BRO,NL,20,38,5,2,0,0,0,0,1,,4,16,,2,3,, +knighjo02,1910,1,NYA,AL,117,414,58,129,25,4,3,45,23,,34,55,,6,19,, +koestel01,1910,1,CLE,AL,27,48,4,15,1,0,0,3,2,,0,11,,0,6,, +koneted01,1910,1,SLN,NL,144,520,87,157,23,16,3,78,18,,78,59,,4,11,, +konnimi01,1910,1,CIN,NL,1,3,0,0,0,0,0,0,0,,1,0,,0,0,, +krausha01,1910,1,PHA,AL,16,38,4,8,1,0,0,0,0,,1,7,,2,4,, +krohru01,1910,1,CHN,NL,6,12,1,3,0,0,0,1,0,,0,5,,0,1,, +krugear01,1910,1,CLE,AL,47,168,14,26,4,2,0,10,10,,15,17,,3,12,, +krugear01,1910,2,BSN,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +krugear01,1910,3,CLE,AL,15,55,5,12,2,1,0,4,2,,5,6,,1,0,, +lajoina01,1910,1,CLE,AL,159,592,94,227,51,7,4,76,26,,60,18,,5,21,, +lakefr01,1910,1,BSN,NL,3,1,0,0,0,0,0,0,0,,1,0,,0,0,, +lakejo01,1910,1,SLA,AL,37,91,7,21,2,1,0,4,0,,1,21,,1,0,, +landgr01,1910,1,CLE,AL,34,111,4,23,0,0,0,7,1,,2,8,,1,5,, +langefr01,1910,1,CHA,AL,23,51,3,13,4,0,0,8,0,,2,9,,0,0,, +laporfr01,1910,1,NYA,AL,124,432,43,114,14,6,2,67,16,,33,34,,3,19,, +lappja01,1910,1,PHA,AL,71,192,18,45,4,3,0,17,0,,20,34,,1,6,, +lathech01,1910,1,DET,AL,41,82,4,19,2,0,0,3,0,,8,12,,0,3,, +leachto01,1910,1,PIT,NL,135,529,83,143,24,5,4,52,18,,38,62,,0,20,, +leevesa01,1910,1,PIT,NL,26,31,2,2,0,0,0,0,0,,2,8,,0,2,, +leifile01,1910,1,PIT,NL,40,60,6,11,2,0,0,4,0,,7,15,,0,9,, +lelivbi01,1910,1,DET,AL,1,2,0,1,0,0,0,0,0,,1,0,,0,0,, +lelivja01,1910,1,WS1,AL,110,347,40,92,10,3,0,33,20,,40,43,,1,17,, +lennoed01,1910,1,BRO,NL,110,367,19,95,19,4,3,32,7,,36,39,,5,10,, +lerchdu01,1910,1,BOS,AL,6,15,1,0,0,0,0,0,0,,1,6,,0,0,, +leroylo01,1910,1,BOS,AL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +lewisdu01,1910,1,BOS,AL,151,541,64,153,29,7,8,68,10,,32,71,,4,27,, +liesefr01,1910,1,BSN,NL,5,4,0,0,0,0,0,0,0,,1,2,,0,0,, +linkfr01,1910,1,CLE,AL,22,42,2,7,0,0,0,0,1,,2,12,,0,3,, +linkfr01,1910,2,SLA,AL,3,6,0,1,0,0,0,0,0,,0,0,,0,0,, +livinpa01,1910,1,PHA,AL,37,120,11,25,4,3,0,9,2,,6,12,,3,4,, +loberha01,1910,1,CIN,NL,93,314,43,97,6,6,3,40,41,,30,9,,0,20,, +lordbr01,1910,1,CLE,AL,58,210,23,46,8,7,0,17,4,,12,27,,2,6,, +lordbr01,1910,2,PHA,AL,70,279,54,78,13,11,1,20,6,,23,36,,1,14,, +lordha01,1910,1,BOS,AL,77,288,25,72,5,5,1,32,17,,14,21,,4,15,, +lordha01,1910,2,CHA,AL,44,165,26,49,6,3,0,10,17,,14,7,,0,7,, +loudear01,1910,1,DET,AL,5,7,1,1,0,0,0,1,0,,1,0,,0,1,, +luderfr01,1910,1,CHN,NL,24,54,5,11,1,1,0,3,0,,4,3,,0,1,, +luderfr01,1910,2,PHI,NL,21,68,10,20,5,2,0,14,2,,9,5,,1,0,, +lumleha01,1910,1,BRO,NL,8,21,3,3,0,0,0,0,0,,3,6,,1,0,, +lusher01,1910,1,SLN,NL,1,4,0,0,0,0,0,0,0,,1,1,,0,0,, +lushjo01,1910,1,SLN,NL,47,93,8,21,1,3,0,10,2,,8,11,,0,0,, +mackea01,1910,1,PHA,AL,1,4,0,2,0,1,0,0,0,,0,2,,0,0,, +maddebu01,1910,1,BOS,AL,14,35,4,13,3,0,0,4,0,,3,3,,1,1,, +maddeto01,1910,1,NYA,AL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +maddoni01,1910,1,PIT,NL,21,28,3,6,1,0,0,2,1,,4,5,,0,0,, +mageesh01,1910,1,PHI,NL,154,519,110,172,39,17,6,123,49,,94,36,,12,22,, +mahonch01,1910,1,BOS,AL,3,7,1,1,0,0,0,0,0,,0,1,,0,0,, +malloal01,1910,1,SLA,AL,7,16,0,1,0,0,0,0,0,,1,3,,0,0,, +manniru01,1910,1,NYA,AL,16,26,0,5,0,0,0,0,2,,2,5,,1,0,, +marquru01,1910,1,NY1,NL,13,27,1,3,1,0,0,0,0,,1,8,,0,2,, +martedo01,1910,1,BSN,NL,10,31,0,4,0,0,0,1,0,,2,3,,0,1,, +mathech01,1910,1,NY1,NL,38,107,9,25,5,1,1,10,1,,12,13,,1,4,, +matteal01,1910,1,BSN,NL,51,98,8,16,2,0,0,4,0,,1,24,,0,10,, +mcbrige01,1910,1,WS1,AL,154,514,54,118,19,4,1,55,11,,61,58,,8,26,, +mccabsw01,1910,1,CIN,NL,13,35,3,9,1,0,0,5,0,,1,2,,1,0,, +mccaral01,1910,1,PIT,NL,3,12,1,1,0,1,0,0,0,,0,2,,0,0,, +mcclula01,1910,1,NYA,AL,1,1,0,0,0,0,0,0,0,,0,1,,0,0,, +mcconam01,1910,1,BOS,AL,11,35,6,6,0,0,0,1,4,,5,3,,2,1,, +mcconam01,1910,2,CHA,AL,33,120,13,33,2,3,0,5,4,,7,13,,1,3,, +mcdoned01,1910,1,PHI,NL,5,9,1,1,0,0,0,0,0,,0,1,,0,0,, +mcdonjo02,1910,1,SLA,AL,10,32,4,5,0,0,0,1,0,,1,8,,0,0,, +mcelvpr01,1910,1,BRO,NL,74,213,19,48,8,3,1,26,6,,22,47,,3,9,, +mcguide01,1910,1,CLE,AL,1,3,0,1,0,0,0,0,0,,0,0,,1,0,, +mchalma01,1910,1,BOS,AL,2,6,0,0,0,0,0,1,0,,1,0,,0,0,, +mcinnst01,1910,1,PHA,AL,38,73,10,22,2,4,0,12,3,,7,2,,0,1,, +mcintha01,1910,1,CHN,NL,30,66,3,17,2,0,1,8,0,,4,13,,0,3,, +mcintma01,1910,1,DET,AL,83,305,40,72,15,5,0,25,4,,39,38,,0,3,, +mckecbi01,1910,1,PIT,NL,71,212,23,46,1,2,0,12,4,,11,23,,0,8,, +mcleala01,1910,1,CIN,NL,127,423,27,126,14,7,2,71,4,,26,23,,1,5,, +mcmilto01,1910,1,BRO,NL,23,74,2,13,1,0,0,2,4,,6,10,,0,3,, +mcmilto01,1910,2,CIN,NL,82,248,20,46,0,3,0,13,7,,31,23,,2,12,, +mcquige01,1910,1,PHI,NL,24,47,3,7,1,0,0,2,0,,5,15,,0,5,, +meeto01,1910,1,SLA,AL,8,19,1,3,2,0,0,1,0,,0,12,,0,1,, +meinkbo01,1910,1,CIN,NL,2,1,0,0,0,0,0,0,0,,1,0,,0,0,, +meloapa01,1910,1,CHA,AL,65,222,23,54,6,6,0,23,4,,17,40,,6,6,, +merceja01,1910,1,PIT,NL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +merklfr01,1910,1,NY1,NL,144,506,75,148,35,14,4,70,23,,44,59,,3,19,, +messebo01,1910,1,CHA,AL,9,26,7,6,0,1,0,4,3,,4,2,,2,1,, +meyerch01,1910,1,NY1,NL,127,365,25,104,18,0,1,62,5,,40,18,,4,13,, +milancl01,1910,1,WS1,AL,142,531,89,148,17,6,0,16,44,,71,37,,15,7,, +milledo02,1910,1,PIT,NL,120,444,45,101,13,10,1,48,11,,33,41,,2,25,, +milledo03,1910,1,CHN,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +milledo03,1910,2,BSN,NL,130,482,48,138,27,4,3,55,17,,33,52,,1,18,, +millefr01,1910,1,BRO,NL,6,8,2,2,0,0,0,0,0,,1,6,,0,0,, +milleot01,1910,1,BRO,NL,31,66,5,11,3,0,0,2,1,,2,19,,1,1,, +millewa02,1910,1,CIN,NL,81,126,21,30,6,0,0,10,10,,22,13,,1,7,, +mitchfr01,1910,1,NYA,AL,68,196,16,45,7,2,0,18,6,,9,19,,3,0,, +mitchmi01,1910,1,CIN,NL,156,583,79,167,16,18,5,88,35,,59,56,,4,22,, +mitchro01,1910,1,SLA,AL,6,19,2,4,1,0,0,0,0,,0,2,,0,0,, +mitchwi01,1910,1,CLE,AL,35,63,1,10,0,0,0,2,0,,0,15,,1,3,, +mooreea01,1910,1,PHI,NL,46,87,2,20,2,1,0,6,1,,6,28,,0,8,, +moorege02,1910,1,PIT,NL,4,6,2,0,0,0,0,0,0,,0,2,,0,0,, +moranhe01,1910,1,BSN,NL,20,67,11,8,0,0,0,3,6,,13,14,,2,0,, +moranpa01,1910,1,PHI,NL,68,199,13,47,7,1,0,11,6,,17,16,,3,3,, +morenle01,1910,1,PHI,NL,34,74,8,11,1,2,0,2,1,,5,28,,0,0,, +morgacy01,1910,1,PHA,AL,36,99,10,14,1,0,0,9,1,,3,35,,1,12,, +moriage02,1910,1,DET,AL,136,490,53,123,24,3,2,60,33,,33,48,,7,14,, +moronji01,1910,1,PHI,NL,12,10,1,0,0,0,0,0,0,,0,5,,1,0,, +moskido01,1910,1,BOS,AL,5,9,1,1,0,0,0,1,0,,2,3,,0,0,, +mowremi01,1910,1,SLN,NL,143,489,69,138,24,6,2,70,21,,67,38,,6,19,, +moyered01,1910,1,WS1,AL,6,8,0,1,0,0,0,2,0,,0,5,,0,0,, +mullech01,1910,1,CHA,AL,41,123,15,24,2,1,0,13,4,,4,13,,0,10,, +mullige01,1910,1,DET,AL,50,129,15,33,6,2,1,11,1,,8,20,,0,0,, +murphda02,1910,1,PHA,AL,151,560,70,168,28,18,4,64,18,,31,32,,1,21,, +murrare01,1910,1,NY1,NL,149,553,78,153,27,8,4,87,57,,52,51,,6,23,, +myersha01,1910,1,BOS,AL,3,6,0,2,0,0,0,0,0,,0,1,,0,0,, +needhto01,1910,1,CHN,NL,31,76,9,14,3,1,0,10,1,,10,10,,1,5,, +nelsore01,1910,1,SLA,AL,7,23,2,6,1,0,1,3,0,,1,7,,0,0,, +newnapa01,1910,1,SLA,AL,103,384,45,83,3,8,2,26,16,,29,68,,2,8,, +nichosi01,1910,1,CLE,AL,3,0,0,0,0,0,0,0,0,,0,0,,0,0,, +nilesha01,1910,1,BOS,AL,18,57,6,12,3,0,1,3,1,,4,3,,0,2,, +nilesha01,1910,2,CLE,AL,70,240,25,51,6,4,1,18,9,,15,23,,3,3,, +northhu01,1910,1,SLA,AL,26,96,6,19,1,0,0,16,2,,5,12,,0,3,, +oakesre01,1910,1,SLN,NL,131,468,50,118,14,6,0,43,18,,38,38,,5,13,, +oberlfr01,1910,1,WS1,AL,8,19,0,1,0,0,0,0,0,,1,4,,0,0,, +oconnja01,1910,1,SLA,AL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +oconnpa02,1910,1,PIT,NL,6,4,0,1,0,0,0,0,0,,1,1,,0,0,, +oharabi01,1910,1,SLN,NL,9,20,1,3,0,0,0,2,0,,1,3,,0,2,, +oldriru01,1910,1,PHA,AL,134,546,79,168,27,14,4,57,17,,23,41,,4,21,, +olearch01,1910,1,DET,AL,65,211,23,51,7,1,0,9,7,,9,15,,1,14,, +olmstfr01,1910,1,CHA,AL,32,65,1,10,0,1,0,1,0,,1,7,,0,2,, +oteybi01,1910,1,WS1,AL,9,13,2,5,0,1,0,0,0,,0,3,,0,0,, +overaor01,1910,1,CHN,NL,25,41,4,5,1,0,0,1,0,,5,6,,1,6,, +parenfr01,1910,1,CHA,AL,81,258,23,46,6,1,1,16,14,,29,21,,2,10,, +parsoji01,1910,1,BSN,NL,10,12,0,1,0,0,0,0,0,,0,2,,0,0,, +paskedo01,1910,1,CIN,NL,144,506,63,152,21,5,2,46,51,,70,60,,3,16,, +pattoha01,1910,1,SLN,NL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +paynefr01,1910,1,CHA,AL,91,252,17,56,5,4,0,19,6,,11,14,,2,12,, +peaslma01,1910,1,DET,AL,2,3,0,0,0,0,0,0,0,,2,3,,0,0,, +peckiro01,1910,1,CLE,AL,15,45,1,9,0,0,0,6,3,,1,15,,1,3,, +peltyba01,1910,1,SLA,AL,28,56,2,5,0,0,0,2,0,,2,12,,0,4,, +pernohu01,1910,1,DET,AL,11,16,3,1,0,0,0,0,1,,0,3,,0,1,, +perrige01,1910,1,CLE,AL,39,122,14,27,6,3,0,8,3,,3,14,,0,1,, +pfeffbi01,1910,1,CHN,NL,14,17,1,3,1,1,0,2,0,,1,1,,0,1,, +pfiesja01,1910,1,CHN,NL,14,33,1,3,0,0,0,2,0,,2,12,,0,1,, +phelaar01,1910,1,CIN,NL,23,42,7,9,0,0,0,4,5,,7,6,,0,1,, +phelped01,1910,1,SLN,NL,93,270,25,71,4,2,0,37,9,,36,29,,3,10,, +phillde01,1910,1,PIT,NL,31,41,3,9,1,0,1,8,0,,1,5,,0,1,, +pickech01,1910,1,SLN,NL,2,0,1,0,0,0,0,0,0,,1,0,,0,0,, +planked01,1910,1,PHA,AL,38,86,6,11,2,0,0,8,0,,2,18,,4,2,, +pondra01,1910,1,BOS,AL,1,4,0,1,0,0,0,0,1,,0,1,,0,0,, +powelbi01,1910,1,PIT,NL,12,23,2,6,1,0,0,0,0,,1,4,,0,1,, +powelja01,1910,1,SLA,AL,21,43,2,7,0,0,0,3,0,,1,10,,0,1,, +purtebi01,1910,1,CHA,AL,102,368,21,82,5,3,1,36,5,,21,30,,4,18,, +purtebi01,1910,2,BOS,AL,49,168,15,35,1,2,1,15,2,,18,17,,1,14,, +quinnja01,1910,1,NYA,AL,35,82,9,19,4,2,0,10,2,,6,23,,0,4,, +raleijo01,1910,1,SLN,NL,3,1,0,0,0,0,0,0,0,,0,0,,0,0,, +ralstdo01,1910,1,WS1,AL,21,73,4,15,1,0,0,3,2,,3,20,,2,4,, +raridbi01,1910,1,BSN,NL,49,137,15,31,5,1,1,14,1,,12,22,,1,6,, +rathmo01,1910,1,PHA,AL,18,26,3,4,0,0,0,1,0,,5,3,,0,3,, +rathmo01,1910,2,CLE,AL,24,67,5,13,3,0,0,0,2,,10,5,,0,1,, +rayfa01,1910,1,SLA,AL,21,40,3,7,0,0,0,1,0,,5,13,,0,3,, +raymobu01,1910,1,NY1,NL,19,32,1,5,1,0,0,5,0,,2,9,,0,1,, +reisldo01,1910,1,WS1,AL,31,60,3,12,5,0,0,8,0,,3,11,,1,5,, +reulbed01,1910,1,CHN,NL,24,56,4,6,0,0,0,2,1,,3,20,,1,6,, +richile01,1910,1,BSN,NL,4,4,0,0,0,0,0,0,0,,0,0,,0,0,, +richile01,1910,2,CHN,NL,30,40,6,9,4,1,0,1,0,,3,8,,0,2,, +riegeel01,1910,1,SLN,NL,13,3,1,0,0,0,0,0,0,,2,3,,0,0,, +rileyji01,1910,1,BSN,NL,1,1,0,0,0,0,0,0,0,,1,1,,0,0,, +roachro01,1910,1,NYA,AL,70,220,27,47,9,2,0,20,15,,29,34,,3,8,, +robinra01,1910,1,CIN,NL,2,7,0,0,0,0,0,1,0,,1,0,,0,0,, +rothfr01,1910,1,CIN,NL,26,29,3,7,2,0,0,3,1,,0,2,,1,0,, +rowanja01,1910,1,CIN,NL,42,83,3,19,1,0,0,5,1,,9,27,,0,3,, +ruckena01,1910,1,BRO,NL,41,110,6,23,1,0,0,3,0,,2,15,,0,4,, +rudoldi01,1910,1,NY1,NL,3,4,1,1,0,0,0,1,0,,0,0,,0,0,, +russele01,1910,1,PHA,AL,1,3,0,0,0,0,0,0,0,,0,2,,0,0,, +rutheji01,1910,1,CLE,AL,1,2,0,1,0,0,0,0,0,,0,0,,0,0,, +sallesl01,1910,1,SLN,NL,18,37,3,4,0,0,0,0,0,,2,8,,0,2,, +scanldo01,1910,1,BRO,NL,34,69,1,14,3,0,0,6,0,,5,14,,0,2,, +schaege01,1910,1,WS1,AL,74,229,27,63,6,5,0,14,17,,25,44,,2,9,, +schetlo01,1910,1,PHI,NL,27,41,6,7,0,0,0,1,1,,1,11,,1,1,, +schlead01,1910,1,NY1,NL,55,99,10,19,2,1,0,8,4,,14,10,,2,5,, +schmibo01,1910,1,DET,AL,71,197,22,51,7,7,1,23,2,,2,9,,3,5,, +schnefr01,1910,1,BRO,NL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +schulfr01,1910,1,CHN,NL,151,559,93,168,29,15,10,68,22,,39,57,,3,27,, +schweal01,1910,1,SLA,AL,113,379,37,87,11,2,2,37,26,,36,81,,4,11,, +scottji01,1910,1,CHA,AL,41,74,6,15,3,1,0,6,0,,3,24,,0,2,, +selleru01,1910,1,BSN,NL,12,32,3,5,0,0,0,2,1,,6,5,,0,1,, +seymocy01,1910,1,NY1,NL,79,287,32,76,9,4,1,40,10,,23,18,,2,10,, +shafeti01,1910,1,NY1,NL,29,21,5,4,1,0,0,1,0,,0,6,,0,0,, +sharpbu01,1910,1,PIT,NL,4,16,2,3,0,1,0,1,0,,0,2,,0,1,, +sharpbu01,1910,2,BSN,NL,115,439,30,105,14,3,0,29,4,,14,31,,1,19,, +sheanda01,1910,1,BSN,NL,150,543,52,130,12,7,3,36,16,,42,45,,0,17,, +sheckji01,1910,1,CHN,NL,144,507,82,130,27,6,5,51,22,,83,53,,5,31,, +simmoha01,1910,1,DET,AL,42,110,12,25,3,1,0,9,1,,10,14,,2,4,, +simonmi01,1910,1,PIT,NL,22,50,3,10,0,1,0,5,1,,1,2,,0,1,, +skeelda01,1910,1,DET,AL,1,3,0,0,0,0,0,0,0,,0,2,,0,0,, +slaglwa01,1910,1,CIN,NL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +slaugba01,1910,1,PHI,NL,8,5,1,1,1,0,0,0,0,,0,0,,0,0,, +smithch02,1910,1,BOS,AL,24,44,1,5,0,0,0,1,0,,2,14,,1,10,, +smithfr03,1910,1,CHA,AL,24,43,4,8,3,0,0,5,0,,5,16,,1,2,, +smithfr03,1910,2,BOS,AL,4,9,1,1,0,0,0,0,0,,1,1,,1,1,, +smithha03,1910,1,BSN,NL,70,147,8,35,4,0,1,15,5,,5,14,,0,5,, +smithha04,1910,1,BRO,NL,35,76,6,18,2,0,0,5,4,,4,14,,0,0,, +smithsy01,1910,1,CLE,AL,9,27,1,9,1,0,0,3,0,,3,1,,0,0,, +smithto03,1910,1,BRO,NL,106,321,31,58,10,1,1,16,9,,69,53,,2,22,, +snodgfr01,1910,1,NY1,NL,123,396,69,127,22,8,2,44,33,,71,52,,13,13,, +somerjo01,1910,1,WS1,AL,16,63,6,14,0,0,0,2,2,,3,11,,0,0,, +spadebo01,1910,1,CIN,NL,3,5,0,0,0,0,0,0,0,,0,0,,0,0,, +spadebo01,1910,2,SLA,AL,7,11,4,3,0,0,0,0,1,,3,3,,1,0,, +sparktu01,1910,1,PHI,NL,3,5,0,0,0,0,0,0,0,,0,1,,0,0,, +speaktr01,1910,1,BOS,AL,141,538,92,183,20,14,7,65,35,,52,38,,6,12,, +stacked01,1910,1,PHI,NL,20,36,1,3,0,0,0,2,0,,3,13,,0,2,, +stahlja01,1910,1,BOS,AL,144,531,68,144,19,16,10,77,22,,42,128,,8,17,, +stanaos01,1910,1,DET,AL,88,275,24,57,7,4,2,25,1,,20,35,,2,10,, +starkdo01,1910,1,BRO,NL,30,103,7,17,3,0,0,8,2,,7,19,,1,3,, +steelbi01,1910,1,SLN,NL,9,31,3,8,1,1,0,3,0,,0,4,,0,0,, +steelel01,1910,1,PIT,NL,3,7,0,0,0,0,0,0,0,,1,4,,0,0,, +steinha01,1910,1,CHN,NL,129,448,70,113,21,1,2,58,10,,36,29,,11,31,, +stephji01,1910,1,SLA,AL,99,289,24,62,3,7,0,23,2,,16,40,,2,13,, +stonege01,1910,1,SLA,AL,152,562,60,144,17,12,0,40,20,,48,96,,0,23,, +stovage01,1910,1,CLE,AL,142,521,49,136,19,4,0,52,16,,14,37,,3,28,, +streega01,1910,1,WS1,AL,89,257,13,52,6,0,1,16,1,,23,19,,2,9,, +stremph01,1910,1,SLA,AL,5,8,2,1,1,0,0,0,0,,0,2,,0,1,, +strousa01,1910,1,DET,AL,28,39,2,1,0,0,0,1,0,,4,17,,0,0,, +strunam01,1910,1,PHA,AL,16,48,9,16,0,1,0,2,4,,3,7,,0,1,, +suggsge01,1910,1,CIN,NL,35,85,7,14,2,2,0,6,0,,11,15,,0,2,, +sullibi03,1910,1,CHA,AL,45,142,10,26,4,1,0,6,0,,7,26,,1,1,, +summeed01,1910,1,DET,AL,30,76,4,14,1,0,2,7,1,,1,18,,0,4,, +sweenbi02,1910,1,BSN,NL,150,499,43,133,22,4,5,46,25,,61,28,,2,17,, +sweened01,1910,1,NYA,AL,78,215,25,43,4,4,0,13,12,,17,18,,4,10,, +tannele01,1910,1,CHA,AL,67,230,17,51,10,0,1,21,3,,11,21,,2,12,, +thomaar01,1910,1,CLE,AL,20,70,4,12,0,1,0,2,3,,5,10,,0,1,, +thomair01,1910,1,PHA,AL,60,180,14,50,8,2,1,19,2,,6,17,,0,3,, +thomaro01,1910,1,PHI,NL,23,71,7,13,0,2,0,4,4,,7,5,,1,2,, +tinkejo01,1910,1,CHN,NL,134,473,48,136,25,9,3,69,20,,24,35,,0,18,, +titusjo01,1910,1,PHI,NL,143,535,91,129,26,5,3,35,20,,93,44,,4,15,, +truesfr01,1910,1,SLA,AL,123,415,39,91,7,2,1,25,29,,48,68,,2,7,, +turnete01,1910,1,CLE,AL,150,574,71,132,14,6,0,33,31,,53,51,,5,19,, +tylerle01,1910,1,BSN,NL,2,4,0,2,0,0,0,0,0,,1,0,,0,0,, +unglabo01,1910,1,WS1,AL,124,431,29,101,9,4,0,44,21,,21,44,,0,12,, +vaughhi01,1910,1,NYA,AL,30,75,6,10,1,0,0,4,1,,7,23,,0,0,, +wadderu01,1910,1,SLA,AL,10,9,0,1,0,0,0,1,0,,0,2,,1,0,, +wagnehe01,1910,1,BOS,AL,142,491,61,134,26,7,1,52,26,,44,52,,2,20,, +wagneho01,1910,1,PIT,NL,150,556,90,178,34,8,4,81,24,,59,47,,5,20,, +walkedi01,1910,1,WS1,AL,29,69,3,9,0,0,0,0,0,,4,17,,1,1,, +walkemy01,1910,1,CIN,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +wallabo01,1910,1,SLA,AL,138,508,47,131,19,7,0,37,12,,49,38,,1,10,, +walshed01,1910,1,CHA,AL,52,138,12,30,3,3,0,4,5,,5,32,,0,5,, +walshji01,1910,1,PHI,NL,88,242,28,60,8,3,3,31,5,,25,38,,2,12,, +walshjo03,1910,1,NYA,AL,1,4,0,2,1,0,0,2,0,,0,0,,0,0,, +wardjo04,1910,1,PHI,NL,48,124,11,18,2,1,0,13,1,,3,11,,2,10,, +warhoja01,1910,1,NYA,AL,37,79,12,14,1,0,0,2,4,,5,17,,2,4,, +weaveor01,1910,1,CHN,NL,7,13,1,2,0,0,0,0,0,,0,2,,0,0,, +webble01,1910,1,PIT,NL,7,10,0,2,0,0,0,0,0,,0,2,,0,0,, +wheatza01,1910,1,BRO,NL,156,606,78,172,36,15,2,55,16,,47,80,,6,11,, +wheelge02,1910,1,CIN,NL,3,3,0,0,0,0,0,0,0,,0,2,,0,0,, +whitedo01,1910,1,CHA,AL,56,126,14,25,1,2,0,8,2,,14,22,,0,12,, +whiteki01,1910,1,BSN,NL,3,6,1,2,0,0,0,0,0,,1,2,,0,1,, +whiteki01,1910,2,PIT,NL,30,46,5,12,3,0,0,0,0,,6,10,,1,2,, +wilheka01,1910,1,BRO,NL,15,19,2,6,2,0,0,2,0,,2,1,,0,2,, +willeed01,1910,1,DET,AL,38,83,5,11,3,1,0,4,0,,2,31,,3,2,, +willivi01,1910,1,SLN,NL,33,66,5,11,0,1,0,2,0,,2,8,,0,4,, +wilsoar01,1910,1,NY1,NL,26,52,10,14,4,1,0,5,2,,9,6,,1,3,, +wilsoch01,1910,1,PIT,NL,146,536,59,148,14,13,4,50,8,,21,68,,7,15,, +wiltsho01,1910,1,NY1,NL,36,74,9,13,4,0,0,8,1,,5,6,,1,5,, +wolteha01,1910,1,NYA,AL,135,479,84,128,15,9,4,42,39,,66,61,,7,20,, +woodjo02,1910,1,BOS,AL,35,69,9,18,2,1,1,5,0,,5,16,,0,3,, +woodrsa01,1910,1,CIN,NL,21,61,6,9,1,0,0,2,2,,7,8,,0,2,, +worksra01,1910,1,DET,AL,18,30,3,8,2,0,0,1,0,,0,4,,0,1,, +youngcy01,1910,1,CLE,AL,21,55,0,8,3,1,0,5,0,,3,6,,1,3,, +youngir01,1910,1,CHA,AL,27,44,3,5,0,1,0,1,1,,1,17,,0,3,, +zacheel01,1910,1,NY1,NL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +zacheel01,1910,2,SLN,NL,47,132,7,28,5,1,0,10,3,,10,19,,2,7,, +zeidero01,1910,1,CHA,AL,136,498,57,108,9,2,0,31,49,,62,41,,1,20,, +zimmehe01,1910,1,CHN,NL,99,335,35,95,16,6,3,38,7,,20,36,,1,7,, +zmiched01,1910,1,SLN,NL,9,13,0,1,0,0,0,1,0,,0,7,,0,0,, +zwilldu01,1910,1,CHA,AL,27,87,7,16,5,0,0,5,1,,11,16,,1,1,, +ablesha01,1911,1,NYA,AL,3,4,0,0,0,0,0,0,0,,0,,,0,0,, +adamsba01,1911,1,PIT,NL,40,103,9,26,5,1,0,10,0,,3,17,,0,1,, +adamsbe01,1911,1,CLE,AL,2,5,0,1,0,0,0,0,0,,1,,,0,1,, +ainsmed01,1911,1,WS1,AL,61,149,12,33,2,3,0,14,5,,10,,,1,3,, +aitchra01,1911,1,BRO,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +alexape01,1911,1,PHI,NL,50,138,12,24,5,1,0,9,1,,2,27,,0,0,, +allisma01,1911,1,SLA,AL,3,10,1,2,0,0,0,1,0,,0,,,0,0,, +almeira01,1911,1,CIN,NL,36,96,9,30,5,1,0,15,3,,9,16,,2,8,, +altizda01,1911,1,CIN,NL,37,75,8,17,4,1,0,4,2,,9,5,,1,2,, +amesre01,1911,1,NY1,NL,34,64,2,6,0,1,0,5,0,,5,12,,0,3,, +archeji01,1911,1,CHN,NL,116,387,41,98,18,5,4,41,5,,18,43,,1,13,, +armstho01,1911,1,PHA,AL,1,1,0,0,0,0,0,0,0,,0,,,0,0,, +austiji01,1911,1,SLA,AL,148,541,84,141,25,11,2,45,26,,69,,,6,34,, +bailebi01,1911,1,SLA,AL,7,11,0,0,0,0,0,0,0,,0,,,0,0,, +bailebi02,1911,1,NYA,AL,5,9,1,1,0,0,0,0,0,,0,,,0,0,, +bakerfr01,1911,1,PHA,AL,148,592,96,198,42,14,11,115,38,,40,,,2,25,, +bakerje01,1911,1,CHA,AL,22,29,0,3,0,0,0,3,0,,2,,,1,0,, +bakertr01,1911,1,BOS,AL,1,0,0,0,0,0,0,0,0,,0,,,0,1,, +balenmi01,1911,1,CIN,NL,8,8,2,2,0,0,0,0,3,,0,1,,0,0,, +ballne01,1911,1,CLE,AL,116,412,45,122,14,9,3,45,21,,27,,,0,13,, +bargecy01,1911,1,BRO,NL,57,145,16,33,1,1,0,9,2,,5,20,,1,5,, +barrocu01,1911,1,CHA,AL,13,46,5,9,2,0,0,4,2,,7,,,1,2,, +barryja01,1911,1,PHA,AL,127,442,73,117,18,7,1,63,30,,38,,,7,27,, +baskeji01,1911,1,CLE,AL,4,6,1,2,0,0,0,1,0,,0,,,1,0,, +batesjo02,1911,1,CIN,NL,148,518,89,151,24,13,1,61,33,,103,59,,6,19,, +baumapa01,1911,1,DET,AL,26,94,8,24,2,4,0,11,1,,6,,,1,4,, +beckebe01,1911,1,NY1,NL,88,172,28,45,11,1,1,20,19,,26,22,,0,2,, +beckech01,1911,1,WS1,AL,11,22,1,5,0,0,0,0,0,,1,,,0,1,, +beckfr02,1911,1,CIN,NL,41,87,7,16,1,2,2,20,2,,1,13,,0,1,, +beckfr02,1911,2,PHI,NL,66,210,26,59,8,3,3,25,3,,17,21,,4,7,, +beebefr01,1911,1,PHI,NL,12,19,2,5,2,1,0,1,0,,1,2,,0,0,, +bellge01,1911,1,BRO,NL,19,33,2,4,0,0,0,3,0,,1,10,,2,1,, +bendech01,1911,1,PHA,AL,32,79,9,13,0,0,0,8,2,,2,,,1,5,, +bentoru01,1911,1,CIN,NL,6,14,0,2,1,0,0,2,0,,0,6,,0,2,, +benzjo01,1911,1,CHA,AL,12,17,1,1,0,0,0,0,0,,0,,,0,0,, +bergebi01,1911,1,BRO,NL,84,227,8,30,3,1,0,10,2,,14,42,,0,9,, +berghma01,1911,1,CHA,AL,2,5,0,0,0,0,0,0,0,,0,,,1,0,, +beschbo01,1911,1,CIN,NL,153,599,106,165,32,10,1,45,81,,102,78,,5,10,, +birmijo01,1911,1,CLE,AL,125,447,55,136,18,5,2,51,16,,15,,,5,14,, +blackjo01,1911,1,SLA,AL,54,186,13,28,4,0,0,7,4,,10,,,2,3,, +blairwa01,1911,1,NYA,AL,85,222,18,43,9,2,0,26,2,,16,,,3,13,, +blandfr01,1911,1,CLE,AL,30,65,8,17,1,0,0,5,2,,4,,,0,1,, +blissja01,1911,1,SLN,NL,97,258,36,59,6,4,1,27,5,,42,25,,2,8,, +blockbr01,1911,1,CHA,AL,39,115,11,35,6,1,1,18,0,,6,,,0,3,, +bodiepi01,1911,1,CHA,AL,145,551,75,159,27,13,4,97,14,,49,,,1,17,, +boydra01,1911,1,CIN,NL,7,12,1,1,0,0,0,1,0,,2,3,,1,1,, +bradlhu01,1911,1,BOS,AL,12,41,9,13,2,0,1,4,1,,2,,,1,1,, +branski01,1911,1,PHI,NL,23,43,4,11,1,1,0,3,1,,0,5,,0,1,, +branski01,1911,2,CHN,NL,3,10,0,4,2,0,0,0,0,,2,2,,0,0,, +brennad01,1911,1,PHI,NL,5,9,0,2,0,0,0,0,0,,0,3,,0,1,, +bresnro01,1911,1,SLN,NL,81,227,22,63,17,8,3,41,4,,45,19,,3,6,, +bridwal01,1911,1,NY1,NL,76,263,28,71,10,1,0,31,8,,33,10,,3,11,, +bridwal01,1911,2,BSN,NL,51,182,29,53,5,0,0,10,2,,33,8,,1,9,, +brockle01,1911,1,NYA,AL,18,39,5,12,2,0,0,4,1,,3,,,0,0,, +bronkhe01,1911,1,CLE,AL,2,6,0,1,0,0,0,0,0,,0,,,0,0,, +brownbo01,1911,1,PHA,AL,2,4,0,0,0,0,0,0,0,,0,,,0,0,, +brownbu01,1911,1,BSN,NL,42,84,6,21,7,0,1,5,0,,4,24,,0,3,, +browncu01,1911,1,SLA,AL,3,9,1,0,0,0,0,1,0,,0,,,0,0,, +brownel01,1911,1,SLA,AL,5,8,1,1,0,0,0,0,0,,0,,,0,0,, +brownge01,1911,1,BRO,NL,8,12,1,4,0,0,0,2,2,,1,1,,0,0,, +brownmo01,1911,1,CHN,NL,53,91,8,23,4,1,0,6,0,,6,12,,0,3,, +burchal01,1911,1,BRO,NL,54,167,18,38,2,3,0,7,3,,15,22,,0,3,, +burkebi02,1911,1,BSN,NL,2,1,0,1,0,0,0,1,0,,0,0,,0,0,, +burksa01,1911,1,BRO,NL,13,19,0,2,0,0,0,0,0,,0,10,,0,1,, +burnsbi01,1911,1,CIN,NL,6,7,1,3,0,1,0,1,0,,1,1,,0,0,, +burnsbi01,1911,2,PHI,NL,21,40,2,6,0,0,0,1,0,,2,14,,0,0,, +burnsge01,1911,1,NY1,NL,6,17,2,1,0,0,0,0,0,,1,0,,0,1,, +bushdo01,1911,1,DET,AL,150,561,126,130,18,5,1,36,40,,98,,,3,30,, +busheja01,1911,1,BOS,AL,3,3,0,0,0,0,0,0,0,,0,,,0,0,, +butchha01,1911,1,CLE,AL,38,133,21,32,7,3,1,11,9,,11,,,1,2,, +butlear01,1911,1,BSN,NL,27,68,11,12,2,0,0,2,0,,6,6,,2,0,, +byrnebo01,1911,1,PIT,NL,153,598,96,155,24,17,2,52,23,,67,41,,8,12,, +caldwra02,1911,1,NYA,AL,59,147,14,40,4,1,0,17,5,,11,,,0,1,, +callada01,1911,1,CLE,AL,6,16,1,4,0,1,0,0,0,,1,,,0,0,, +callani01,1911,1,CHA,AL,120,466,64,131,13,5,3,60,45,,15,,,2,21,, +camniha01,1911,1,SLN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +camniho01,1911,1,PIT,NL,40,84,5,12,0,0,0,5,0,,4,32,,1,12,, +campbvi01,1911,1,PIT,NL,42,93,12,29,3,1,0,10,6,,8,7,,0,2,, +careyma01,1911,1,PIT,NL,129,427,77,110,15,10,5,43,27,,44,75,,7,25,, +carlssw01,1911,1,BOS,AL,2,6,0,1,0,0,0,0,0,,0,,,0,1,, +carribi02,1911,1,BOS,AL,72,232,29,67,6,1,1,30,5,,26,,,5,3,, +caseyjo01,1911,1,DET,AL,15,33,2,5,0,0,0,3,0,,3,,,0,0,, +cashica01,1911,1,WS1,AL,21,37,3,12,1,0,0,4,0,,1,,,0,1,, +cavetpu01,1911,1,DET,AL,1,1,0,0,0,0,0,0,0,,0,,,0,0,, +chalmge01,1911,1,PHI,NL,38,73,4,13,4,0,0,2,0,,1,26,,0,2,, +chancfr01,1911,1,CHN,NL,31,88,23,21,6,3,1,17,9,,25,13,,5,6,, +chaseha01,1911,1,NYA,AL,133,527,82,166,32,7,3,62,36,,21,,,1,22,, +chenela01,1911,1,CHN,NL,3,4,0,1,0,0,0,0,0,,1,0,,0,0,, +chouife01,1911,1,CHA,AL,14,17,3,3,0,0,0,0,0,,0,,,0,2,, +cicoted01,1911,1,BOS,AL,35,71,7,10,1,0,0,3,0,,8,,,0,5,, +clancal01,1911,1,SLA,AL,3,5,0,0,0,0,0,0,0,,0,,,1,0,, +clarkfr01,1911,1,PIT,NL,110,392,73,127,25,13,5,49,10,,53,27,,2,13,, +clarkji01,1911,1,SLN,NL,14,18,2,3,0,1,0,3,2,,3,4,,0,0,, +clarkjo02,1911,1,BSN,NL,32,120,16,28,7,3,1,4,6,,29,22,,1,1,, +clarkni01,1911,1,SLA,AL,82,256,22,55,10,1,0,18,2,,26,,,0,7,, +clarkto01,1911,1,CIN,NL,86,203,20,49,6,7,1,25,4,,25,22,,1,14,, +coaklan01,1911,1,NYA,AL,2,4,1,1,0,0,0,0,0,,1,,,0,0,, +cobbty01,1911,1,DET,AL,146,591,147,248,47,24,8,127,83,,44,,,8,11,, +coleki01,1911,1,CHN,NL,32,79,7,12,1,1,0,0,1,,1,23,,2,3,, +collaal01,1911,1,PHA,AL,2,0,0,0,0,0,0,0,0,0,0,,0,0,0,0,0 +collibi02,1911,1,BSN,NL,17,44,8,6,1,1,0,8,4,,1,8,,0,3,, +collibi02,1911,2,CHN,NL,7,3,2,1,1,0,0,0,0,,1,0,,0,0,, +collied01,1911,1,PHA,AL,132,493,92,180,22,13,3,73,38,,62,,,15,18,, +collira01,1911,1,BOS,AL,31,60,2,9,2,1,0,6,0,,8,,,1,3,, +collish01,1911,1,CHA,AL,106,370,48,97,16,12,4,48,14,,20,,,5,19,, +comptja01,1911,1,CIN,NL,8,6,0,2,0,0,0,0,0,,0,0,,0,0,, +comptpe01,1911,1,SLA,AL,28,107,9,29,4,0,0,5,2,,8,,,0,1,, +conrowi01,1911,1,WS1,AL,106,349,40,81,11,4,2,28,12,,20,,,4,11,, +conwach01,1911,1,WS1,AL,2,3,0,1,0,1,0,0,0,,0,,,0,1,, +conweed01,1911,1,SLN,NL,1,1,0,0,0,0,0,0,0,,0,1,,0,0,, +coombja01,1911,1,PHA,AL,52,141,31,45,6,1,2,23,5,,8,,,0,3,, +corharo01,1911,1,CHA,AL,43,131,14,28,6,2,0,8,2,,15,,,2,5,, +cottedi01,1911,1,PHI,NL,20,46,2,13,0,0,0,5,1,,5,7,,0,1,, +cottren01,1911,1,PIT,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +coulsbo01,1911,1,BRO,NL,146,521,52,122,23,7,0,50,32,,42,78,,8,16,, +covinte01,1911,1,DET,AL,17,32,6,6,0,0,0,3,0,,2,,,0,0,, +cranddo01,1911,1,NY1,NL,61,113,12,27,1,4,2,21,2,,8,16,,1,5,, +crawfsa01,1911,1,DET,AL,146,574,109,217,36,14,7,115,37,,61,,,0,13,, +creebi01,1911,1,NYA,AL,137,520,90,181,30,22,4,88,48,,56,,,3,9,, +crispjo01,1911,1,SLA,AL,1,1,0,1,0,0,0,0,0,,0,,,0,0,, +crissdo01,1911,1,SLA,AL,58,83,10,21,3,1,2,15,0,,11,,,1,1,, +cunnibi01,1911,1,WS1,AL,94,331,34,63,10,5,3,37,10,,19,,,2,16,, +curryge01,1911,1,SLA,AL,3,5,0,0,0,0,0,0,0,,0,,,0,0,, +curryji01,1911,1,NYA,AL,4,11,3,2,0,0,0,0,0,,1,,,0,1,, +curticl01,1911,1,BSN,NL,12,28,2,7,0,0,0,1,0,,0,7,,0,1,, +curticl01,1911,2,CHN,NL,4,2,1,1,0,0,0,0,0,,0,0,,0,0,, +curticl01,1911,3,PHI,NL,8,15,0,4,0,0,0,1,0,,0,4,,0,1,, +dahlebi01,1911,1,BRO,NL,1,3,0,0,0,0,0,0,0,,0,3,,0,0,, +dalege01,1911,1,SLN,NL,5,5,0,2,0,0,0,0,0,,0,1,,0,0,, +daleyju01,1911,1,BRO,NL,19,65,8,15,2,1,0,7,2,,2,8,,3,2,, +danfoda01,1911,1,PHA,AL,14,6,2,1,0,0,0,0,0,,1,,,0,1,, +daniebe01,1911,1,NYA,AL,131,462,74,132,16,9,2,31,40,,48,,,18,19,, +daubeja01,1911,1,BRO,NL,149,573,89,176,17,8,5,45,32,,51,56,,2,26,, +davidbi01,1911,1,BRO,NL,87,292,33,68,3,4,1,26,18,,16,21,,1,8,, +davisha01,1911,1,PHA,AL,57,183,27,36,9,1,1,22,2,,24,,,2,5,, +delahji01,1911,1,DET,AL,144,542,83,184,30,14,3,94,15,,56,,,10,20,, +demotbe01,1911,1,CLE,AL,2,4,0,0,0,0,0,0,0,,1,,,0,0,, +dented01,1911,1,BRO,NL,5,10,0,1,0,0,0,1,0,,0,4,,1,0,, +derricl01,1911,1,PHA,AL,36,100,14,23,1,2,0,5,7,,7,,,2,7,, +devliar01,1911,1,NY1,NL,95,260,42,71,16,2,0,25,9,,42,19,,6,11,, +devorjo01,1911,1,NY1,NL,149,565,96,158,19,10,3,50,61,,81,69,,6,9,, +dolanco02,1911,1,NYA,AL,19,69,19,21,1,2,0,6,12,,8,,,1,1,, +donlimi01,1911,1,NY1,NL,12,12,3,4,0,0,1,1,2,,0,1,,0,0,, +donlimi01,1911,2,BSN,NL,56,222,33,70,16,1,2,34,7,,22,17,,0,4,, +donneed01,1911,1,BSN,NL,5,14,1,1,0,0,0,1,0,,0,3,,0,0,, +donovbi01,1911,1,DET,AL,24,60,11,12,3,1,1,6,1,,11,,,0,1,, +dooinre01,1911,1,PHI,NL,74,247,18,81,15,1,1,16,6,,14,12,,1,7,, +doolami01,1911,1,PHI,NL,146,512,51,122,23,6,1,49,14,,44,65,,2,16,, +dorseje02,1911,1,PIT,NL,2,6,0,0,0,0,0,0,0,,0,1,,0,0,, +doughpa01,1911,1,CHA,AL,76,211,39,61,10,9,0,32,19,,26,,,5,10,, +downeto01,1911,1,CIN,NL,111,360,50,94,16,7,0,36,10,,44,38,,2,10,, +doyleji01,1911,1,CHN,NL,130,472,69,133,23,12,5,62,19,,40,54,,2,19,, +doylela01,1911,1,NY1,NL,143,526,102,163,25,25,13,77,38,,71,39,,5,20,, +drakede01,1911,1,DET,AL,95,315,37,88,9,9,1,36,20,,17,,,4,7,, +drucklo01,1911,1,NY1,NL,16,23,1,2,0,0,0,2,0,,3,6,,0,1,, +duggaji01,1911,1,SLA,AL,1,4,1,0,0,0,0,1,0,,1,,,0,0,, +eastete01,1911,1,CLE,AL,99,287,34,93,19,5,1,37,6,,8,,,1,10,, +egandi01,1911,1,CIN,NL,153,558,80,139,11,5,1,56,37,,59,50,,1,22,, +elberki01,1911,1,WS1,AL,127,404,58,110,19,4,0,47,24,,65,,,25,13,, +ellioge01,1911,1,NYA,AL,5,13,1,1,1,0,0,1,0,,2,,,0,1,, +ellisru01,1911,1,SLN,NL,155,555,69,139,20,11,2,66,9,,66,64,,2,23,, +emersch01,1911,1,PHA,AL,7,18,2,4,0,0,0,0,1,,6,,,0,2,, +englecl01,1911,1,BOS,AL,146,514,58,139,13,3,2,48,24,,51,,,6,16,, +erwinte01,1911,1,BRO,NL,91,218,30,59,13,2,7,34,5,,31,23,,2,5,, +esmonji01,1911,1,CIN,NL,73,198,27,54,4,6,1,11,7,,17,30,,0,2,, +evansst01,1911,1,SLN,NL,154,547,74,161,24,13,5,71,13,,46,52,,19,13,, +eversjo01,1911,1,CHN,NL,46,155,29,35,4,3,0,7,6,,34,10,,2,4,, +ewingbo01,1911,1,PHI,NL,4,6,0,2,0,0,0,1,0,,0,0,,0,1,, +falkecy01,1911,1,CLE,AL,16,40,1,7,1,0,0,4,2,,1,,,0,5,, +faustch01,1911,1,NY1,NL,2,0,1,0,0,0,0,0,2,,0,0,,1,0,, +ferguge01,1911,1,BSN,NL,6,7,1,2,0,0,0,1,0,,2,2,,0,0,, +ferryja01,1911,1,PIT,NL,29,29,2,9,1,1,0,0,0,,3,6,,0,2,, +fishegu01,1911,1,CLE,AL,70,203,20,53,6,3,0,12,6,,7,,,5,5,, +fishera01,1911,1,NYA,AL,29,59,5,7,2,0,1,1,0,,2,,,0,3,, +fitzgmi01,1911,1,NYA,AL,16,37,6,10,1,0,0,6,4,,4,,,0,2,, +flahepa02,1911,1,BSN,NL,38,94,9,27,3,2,2,20,2,,8,11,,0,1,, +fletcar01,1911,1,NY1,NL,112,326,73,104,17,8,1,37,20,,30,27,,14,7,, +flynnjo03,1911,1,PIT,NL,33,59,5,12,0,1,0,3,0,,9,8,,0,2,, +fordru01,1911,1,NYA,AL,37,102,10,20,2,1,0,8,2,,3,,,0,4,, +foxenbi01,1911,1,CHN,NL,3,4,0,1,1,0,0,0,0,,1,0,,0,0,, +frocksa01,1911,1,BSN,NL,4,5,0,1,0,0,0,0,0,,0,2,,0,0,, +frommar01,1911,1,CIN,NL,38,74,6,14,1,0,0,5,1,,1,8,,0,4,, +gainede01,1911,1,DET,AL,70,248,32,75,11,4,2,25,10,,20,,,5,10,, +gardnea01,1911,1,NYA,AL,102,357,36,94,13,2,0,39,14,,20,,,5,13,, +gardnha01,1911,1,PIT,NL,13,14,1,3,1,0,0,0,0,,0,1,,0,0,, +gardnla01,1911,1,BOS,AL,138,492,80,140,17,8,4,44,27,,64,,,5,32,, +gaspaha01,1911,1,CIN,NL,44,85,7,13,2,0,0,6,0,,3,27,,0,1,, +georgle01,1911,1,SLA,AL,27,44,1,5,0,0,0,0,0,,2,,,0,2,, +gessldo01,1911,1,WS1,AL,128,450,65,127,19,5,4,78,29,,74,,,20,9,, +geyerru01,1911,1,SLN,NL,29,57,3,13,2,1,0,2,0,,0,7,,0,2,, +giannjo01,1911,1,BOS,AL,1,2,0,1,1,0,0,0,0,,0,,,0,0,, +gibsoge01,1911,1,PIT,NL,100,311,32,65,12,2,0,19,3,,29,16,,2,5,, +gilhofr01,1911,1,SLN,NL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +goldero01,1911,1,SLN,NL,30,44,2,5,0,0,0,4,0,,5,10,,1,1,, +goodwi01,1911,1,BSN,NL,43,165,21,44,9,3,0,15,3,,12,22,,0,4,, +goodwi01,1911,2,CHN,NL,58,145,27,39,5,4,2,21,10,,11,17,,2,5,, +gowdyha01,1911,1,NY1,NL,4,4,1,1,1,0,0,0,0,,2,0,,0,0,, +gowdyha01,1911,2,BSN,NL,29,97,9,28,4,2,0,16,2,,4,19,,1,2,, +grahape01,1911,1,BSN,NL,33,88,7,24,6,1,0,12,2,,14,5,,0,1,, +grahape01,1911,2,CHN,NL,36,71,6,17,3,0,0,8,2,,11,8,,3,4,, +graneja01,1911,1,CLE,AL,146,527,84,142,25,5,1,45,21,,66,,,11,16,, +granted01,1911,1,CIN,NL,136,458,49,102,12,7,1,53,28,,51,47,,0,23,, +graydo01,1911,1,WS1,AL,28,44,1,10,3,0,0,10,0,,1,,,0,0,, +greggve01,1911,1,CLE,AL,34,85,5,14,2,0,0,4,0,,2,,,0,5,, +gregoho01,1911,1,SLA,AL,3,2,0,0,0,0,0,0,0,,0,,,0,0,, +griffha01,1911,1,CHN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +griffha01,1911,2,BSN,NL,15,30,1,7,0,0,0,0,0,,1,3,,0,0,, +griggar01,1911,1,CLE,AL,27,68,7,17,3,2,1,7,1,,5,,,0,1,, +groombo01,1911,1,WS1,AL,37,82,8,11,1,0,0,2,0,,6,,,0,6,, +gunnihy01,1911,1,BOS,AL,4,9,0,1,0,0,0,2,0,,2,,,0,1,, +guster01,1911,1,SLA,AL,3,12,0,0,0,0,0,0,0,,0,,,0,0,, +hagemca01,1911,1,BOS,AL,2,4,0,0,0,0,0,0,0,,1,,,0,0,, +hallbe01,1911,1,PHI,NL,7,3,1,1,0,0,0,0,0,,0,2,,0,0,, +hallch02,1911,1,BOS,AL,39,64,6,9,1,1,1,8,0,,4,,,1,6,, +hallied01,1911,1,SLA,AL,52,169,13,35,3,1,0,14,4,,14,,,0,2,, +hamilea01,1911,1,SLA,AL,32,56,2,6,2,0,0,0,0,,11,,,0,1,, +handimi01,1911,1,NYA,AL,5,15,0,1,0,0,0,0,0,,2,,,0,1,, +harknsp01,1911,1,CLE,AL,12,19,2,6,1,0,0,2,0,,1,,,0,0,, +harmobo01,1911,1,SLN,NL,51,111,7,17,4,1,0,3,2,,11,48,,1,9,, +harpebi01,1911,1,SLA,AL,2,3,0,0,0,0,0,0,0,,0,,,0,0,, +hartlgr01,1911,1,NY1,NL,11,18,1,4,2,0,0,1,1,,1,1,,0,1,, +hartsto01,1911,1,PHA,AL,25,38,8,9,2,0,0,1,0,,8,,,2,3,, +hartzro01,1911,1,NYA,AL,144,527,67,156,17,11,3,91,22,,63,,,4,22,, +hausear01,1911,1,SLN,NL,136,515,61,124,11,8,3,46,24,,26,67,,7,28,, +hawked01,1911,1,SLA,AL,5,13,1,2,0,0,0,0,0,,0,,,0,0,, +hearnbu01,1911,1,SLN,NL,2,1,0,0,0,0,0,0,0,,0,1,,0,0,, +hemphch01,1911,1,NYA,AL,69,201,32,57,4,2,1,15,9,,37,,,1,5,, +hendrcl01,1911,1,PIT,NL,22,41,2,4,1,1,1,2,0,,1,15,,0,0,, +hendrti01,1911,1,CLE,AL,4,7,0,2,0,0,0,0,0,,0,,,0,1,, +henriol01,1911,1,BOS,AL,27,93,17,34,2,1,0,8,4,,14,,,0,1,, +henryjo02,1911,1,WS1,AL,85,261,24,53,5,0,0,21,8,,25,,,0,8,, +herrewa01,1911,1,WS1,AL,1,1,0,0,0,0,0,0,0,,0,,,0,0,, +herzobu01,1911,1,BSN,NL,79,294,53,91,19,5,5,41,26,,33,21,,10,19,, +herzobu01,1911,2,NY1,NL,69,247,37,66,14,4,1,26,22,,14,19,,7,11,, +higgibo01,1911,1,BRO,NL,4,10,1,3,0,0,0,2,1,,1,0,,0,0,, +hoblidi01,1911,1,CIN,NL,158,622,81,180,19,13,11,91,32,,42,44,,8,22,, +hoffch01,1911,1,NYA,AL,5,7,0,2,0,0,0,0,1,,0,,,0,0,, +hoffmda01,1911,1,SLA,AL,24,81,11,17,3,2,0,7,3,,12,,,2,4,, +hofmaso01,1911,1,CHN,NL,143,512,66,129,17,2,2,70,30,,66,40,,3,24,, +hoganwi01,1911,1,PHA,AL,7,19,1,2,1,0,0,2,0,,0,,,0,0,, +hoganwi01,1911,2,SLA,AL,123,443,53,115,17,8,2,62,18,,43,,,2,19,, +hoggbr01,1911,1,BSN,NL,8,9,0,4,1,0,0,2,0,,0,3,,0,1,, +hoopeha01,1911,1,BOS,AL,130,524,93,163,20,6,4,45,38,,73,,,4,13,, +housebe01,1911,1,BSN,NL,20,71,11,18,1,0,1,9,2,,8,6,,0,0,, +hovlijo01,1911,1,CHA,AL,12,13,1,1,0,0,0,0,0,,3,,,0,0,, +huggimi01,1911,1,SLN,NL,138,509,106,133,19,2,1,24,37,,96,52,,6,15,, +hugheto01,1911,1,WS1,AL,34,81,5,15,1,1,1,5,0,,1,,,0,2,, +hummejo01,1911,1,BRO,NL,137,477,54,129,21,11,5,58,16,,67,66,,0,12,, +humphal01,1911,1,BRO,NL,8,27,4,5,0,0,0,0,0,,3,7,,0,2,, +humphbe01,1911,1,PHI,NL,11,15,3,5,1,2,0,4,0,,1,4,,0,0,, +humphbe01,1911,2,CIN,NL,14,16,1,1,1,0,0,0,0,,2,7,,0,2,, +huntene01,1911,1,PIT,NL,65,209,35,53,10,6,2,24,9,,25,43,,4,10,, +ingersc01,1911,1,BSN,NL,136,521,63,130,24,4,5,61,6,,39,68,,2,13,, +jacksge01,1911,1,BSN,NL,39,147,28,51,11,2,0,25,12,,12,21,,2,6,, +jacksjo01,1911,1,CLE,AL,147,571,126,233,45,19,7,83,41,,56,,,8,6,, +jamesbi01,1911,1,CLE,AL,8,17,1,1,1,0,0,1,0,,1,,,0,1,, +janvrha01,1911,1,BOS,AL,9,27,2,4,1,0,0,1,0,,3,,,1,1,, +johnsji01,1911,1,CHA,AL,1,2,0,0,0,0,0,2,0,,0,,,0,0,, +johnsot01,1911,1,NYA,AL,71,209,21,49,9,6,3,36,12,,39,,,3,11,, +johnswa01,1911,1,WS1,AL,42,128,18,30,5,3,1,15,1,,0,,,0,6,, +jonesbi02,1911,1,BSN,NL,24,51,6,11,2,1,0,3,1,,15,7,,0,1,, +jonesda01,1911,1,DET,AL,98,341,78,93,10,0,0,19,25,,41,,,2,7,, +joneste01,1911,1,CHA,AL,9,31,4,6,1,0,0,4,1,,3,,,0,1,, +juulhe01,1911,1,CIN,NL,2,2,0,0,0,0,0,0,0,,0,0,,0,0,, +kahlege01,1911,1,CLE,AL,30,54,4,9,1,0,0,3,1,,1,,,0,3,, +kaiseal01,1911,1,CHN,NL,26,84,16,21,0,5,0,7,6,,7,12,,0,3,, +kaiseal01,1911,2,BSN,NL,66,197,20,40,5,2,2,15,4,,10,26,,2,8,, +kargeed01,1911,1,BOS,AL,25,47,4,11,3,0,1,6,0,,3,,,2,2,, +keefebo01,1911,1,CIN,NL,39,70,6,6,1,1,0,6,0,,9,29,,0,5,, +keenbi01,1911,1,PIT,NL,6,7,0,0,0,0,0,0,0,,1,4,,0,0,, +kelihmi01,1911,1,PIT,NL,3,7,0,0,0,0,0,0,0,,0,5,,0,0,, +kellybi02,1911,1,PIT,NL,6,8,0,1,0,0,0,0,0,,0,2,,0,0,, +killebi01,1911,1,PHI,NL,6,16,3,3,0,0,0,2,0,,0,2,,0,2,, +killija01,1911,1,BOS,AL,14,24,0,1,1,0,0,1,0,,2,,,0,0,, +kirkeja01,1911,1,BSN,NL,20,89,9,32,5,5,0,12,3,,2,6,,1,2,, +kleinre01,1911,1,BOS,AL,8,14,0,3,0,0,0,0,1,,2,,,0,1,, +kleinre01,1911,2,PHI,NL,4,8,0,1,1,0,0,0,0,,0,1,,0,0,, +klepfed01,1911,1,NYA,AL,2,1,0,0,0,0,0,0,0,,0,,,0,0,, +klingjo01,1911,1,CHN,NL,27,80,8,14,3,2,1,5,1,,8,14,,0,1,, +klingjo01,1911,2,BSN,NL,75,241,32,54,8,1,2,24,0,,30,29,,0,7,, +knabeot01,1911,1,PHI,NL,142,528,99,125,15,6,1,42,23,,94,35,,0,21,, +knaupco01,1911,1,CLE,AL,13,39,2,4,1,0,0,0,3,,0,,,0,1,, +knetzel01,1911,1,BRO,NL,35,62,2,6,0,1,0,1,0,,2,34,,1,5,, +knighjo02,1911,1,NYA,AL,132,470,69,126,16,7,3,62,18,,42,,,11,19,, +koneted01,1911,1,SLN,NL,158,571,90,165,38,13,6,88,27,,81,63,,7,21,, +krappge01,1911,1,CLE,AL,36,74,11,17,5,1,0,5,0,,9,,,0,3,, +krausha01,1911,1,PHA,AL,27,59,9,15,2,1,0,7,0,,2,,,0,4,, +kreitra01,1911,1,CHA,AL,7,17,0,4,1,0,0,0,0,,2,,,0,0,, +krichpa01,1911,1,SLA,AL,28,82,6,19,3,0,0,8,2,,4,,,1,3,, +kutinjo01,1911,1,SLA,AL,26,101,12,26,6,2,3,15,2,,2,,,1,3,, +lafited01,1911,1,DET,AL,31,70,6,11,2,0,1,6,0,,1,,,0,2,, +lajoina01,1911,1,CLE,AL,90,315,36,115,20,1,2,60,13,,26,,,4,8,, +lakejo01,1911,1,SLA,AL,30,80,7,21,2,1,0,10,0,,1,,,0,1,, +landgr01,1911,1,CLE,AL,35,107,5,15,1,2,0,10,2,,3,,,0,2,, +langefr01,1911,1,CHA,AL,54,76,7,22,6,2,0,16,0,,7,,,2,2,, +laporfr01,1911,1,SLA,AL,136,507,71,159,37,12,2,82,4,,34,,,4,18,, +lappja01,1911,1,PHA,AL,68,167,35,59,10,3,1,26,4,,24,,,0,5,, +lathech01,1911,1,DET,AL,29,45,5,10,1,0,0,4,0,,5,,,1,2,, +leachto01,1911,1,PIT,NL,108,386,60,92,12,6,3,43,19,,46,50,,2,12,, +lehrcl01,1911,1,PHI,NL,23,27,2,4,0,0,0,2,0,,0,7,,0,0,, +leifile01,1911,1,PIT,NL,43,102,12,24,2,0,0,2,1,,17,17,,2,3,, +lejeula01,1911,1,BRO,NL,6,19,2,3,0,0,0,2,2,,2,8,,0,0,, +lelivja01,1911,1,WS1,AL,72,225,29,72,12,4,0,22,7,,22,,,2,6,, +leonael01,1911,1,PHA,AL,5,7,3,2,0,0,0,2,0,,0,,,1,1,, +lewisdu01,1911,1,BOS,AL,130,469,64,144,32,4,7,86,11,,25,,,10,23,, +lewisja01,1911,1,BOS,AL,18,59,7,16,0,0,0,6,2,,7,,,2,2,, +lindsbi01,1911,1,CLE,AL,19,66,6,16,2,0,0,5,2,,1,,,1,0,, +livelja01,1911,1,DET,AL,20,43,6,11,2,1,0,4,0,,4,,,1,0,, +livinpa01,1911,1,PHA,AL,27,71,9,17,4,0,0,8,1,,7,,,1,1,, +loberha01,1911,1,PHI,NL,147,541,94,154,20,9,9,72,40,,66,31,,5,38,, +lonerwa01,1911,1,BOS,AL,10,26,2,7,0,0,0,1,1,,1,,,0,2,, +longle01,1911,1,PHA,AL,4,3,0,0,0,0,0,0,0,,0,,,0,0,, +longto01,1911,1,WS1,AL,14,48,1,11,3,0,0,5,4,,1,,,0,2,, +lordbr01,1911,1,PHA,AL,134,574,92,178,37,11,3,55,15,,35,,,5,17,, +lordha01,1911,1,CHA,AL,141,561,103,180,18,18,3,61,43,,32,,,6,31,, +lowdegr01,1911,1,SLN,NL,11,9,0,1,0,0,0,0,0,,0,5,,0,0,, +lowdelo01,1911,1,SLN,NL,16,18,0,2,0,0,0,2,0,,2,14,,0,0,, +luderfr01,1911,1,PHI,NL,146,551,69,166,24,11,16,99,6,,40,76,,4,14,, +mackea01,1911,1,PHA,AL,2,4,0,0,0,0,0,0,0,,0,,,0,0,, +maddebu01,1911,1,BOS,AL,4,15,2,3,0,0,0,2,0,,2,,,0,0,, +maddebu01,1911,2,PHI,NL,28,76,4,21,1,1,0,4,0,,0,13,,0,0,, +mageele01,1911,1,SLN,NL,26,69,9,18,1,1,0,8,4,,8,8,,0,0,, +mageesh01,1911,1,PHI,NL,121,445,79,128,32,5,15,94,22,,49,33,,6,14,, +magnest01,1911,1,NYA,AL,13,33,3,7,0,0,0,4,1,,4,,,0,4,, +mahonda02,1911,1,CIN,NL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +marquru01,1911,1,NY1,NL,45,104,9,17,1,2,1,10,0,,2,23,,1,3,, +marsaar01,1911,1,CIN,NL,58,138,17,36,2,2,0,11,11,,15,11,,3,5,, +martido01,1911,1,PHA,AL,11,14,3,3,1,0,0,1,0,,1,,,0,0,, +mathech01,1911,1,NY1,NL,45,112,12,22,2,0,0,12,2,,5,13,,1,3,, +matteal01,1911,1,BSN,NL,33,63,5,11,0,1,0,2,1,,2,11,,0,5,, +maxwebe01,1911,1,NY1,NL,4,9,0,1,0,0,0,0,0,,2,3,,0,1,, +mayerwa01,1911,1,CHA,AL,1,3,0,0,0,0,0,0,0,,2,,,0,0,, +mayespa01,1911,1,PHI,NL,5,5,1,0,0,0,0,0,0,,1,2,,1,1,, +mcadaja01,1911,1,SLN,NL,6,1,0,0,0,0,0,0,0,,0,1,,0,0,, +mcbrige01,1911,1,WS1,AL,154,557,58,131,11,4,0,59,15,,52,,,10,14,, +mccaral01,1911,1,PIT,NL,50,150,18,36,5,1,2,31,4,,14,24,,0,8,, +mcconam01,1911,1,CHA,AL,104,396,45,111,11,5,1,34,7,,23,,,7,14,, +mcdoned02,1911,1,BSN,NL,54,175,28,36,7,3,1,21,11,,40,39,,2,3,, +mcelvpr01,1911,1,BRO,NL,16,31,1,6,0,0,0,5,0,,0,3,,0,0,, +mcgeeda01,1911,1,SLN,NL,3,9,0,2,0,0,0,1,0,,0,1,,0,0,, +mchalma01,1911,1,BOS,AL,4,3,1,0,0,0,0,0,0,,0,,,0,0,, +mcinnst01,1911,1,PHA,AL,126,468,76,150,20,10,3,77,23,,25,,,5,20,, +mcintha01,1911,1,CHN,NL,26,53,9,14,4,0,0,2,0,,5,10,,1,3,, +mcintma01,1911,1,CHA,AL,146,569,102,184,19,11,1,52,17,,64,,,5,10,, +mcivoot01,1911,1,SLN,NL,30,62,11,14,2,1,1,9,0,,9,14,,1,0,, +mckecbi01,1911,1,PIT,NL,104,321,40,73,8,7,2,37,9,,28,18,,2,25,, +mcleala01,1911,1,CIN,NL,107,328,24,94,7,2,0,34,1,,20,18,,1,5,, +mcquige01,1911,1,CIN,NL,19,22,1,2,0,0,0,0,0,,2,9,,0,1,, +mctigbi01,1911,1,BSN,NL,14,12,1,1,1,0,0,0,0,,0,5,,0,0,, +meloapa01,1911,1,CHA,AL,1,3,0,1,0,0,0,1,0,,0,,,0,1,, +meloapa01,1911,2,SLA,AL,64,206,30,54,11,2,3,14,7,,15,,,2,9,, +merklfr01,1911,1,NY1,NL,149,541,80,153,24,10,12,84,49,,43,60,,6,14,, +messebo01,1911,1,CHA,AL,13,17,4,2,0,1,0,0,0,,3,,,0,2,, +meyerch01,1911,1,NY1,NL,133,391,48,130,18,9,1,61,7,,25,33,,13,10,, +milancl01,1911,1,WS1,AL,154,616,109,194,24,8,3,35,58,,74,,,7,8,, +milledo02,1911,1,PIT,NL,137,470,82,126,17,8,6,78,17,,51,48,,7,28,, +milledo03,1911,1,BSN,NL,146,577,69,192,36,3,7,91,32,,43,43,,0,12,, +millehu01,1911,1,PHI,NL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +milleot01,1911,1,BRO,NL,25,62,7,13,2,2,0,8,2,,0,4,,0,2,, +millewa01,1911,1,WS1,AL,21,34,3,5,0,0,0,0,0,,0,,,0,1,, +millewa03,1911,1,BRO,NL,3,4,0,0,0,0,0,0,0,,0,0,,0,0,, +millsja01,1911,1,CLE,AL,13,17,5,5,0,0,0,1,1,,1,,,1,0,, +mitchcl01,1911,1,DET,AL,5,4,2,2,0,0,0,0,0,,1,,,0,0,, +mitchmi01,1911,1,CIN,NL,142,529,74,154,22,22,2,84,35,,44,34,,2,19,, +mitchro01,1911,1,SLA,AL,29,49,4,11,2,0,0,3,0,,6,,,0,1,, +mitchwi01,1911,1,CLE,AL,32,64,2,7,1,0,0,3,0,,1,,,0,2,, +mogrige01,1911,1,CHA,AL,4,5,1,2,0,0,0,0,0,,0,,,0,0,, +mooreea01,1911,1,PHI,NL,42,101,2,11,0,0,0,4,0,,7,29,,0,3,, +moranpa01,1911,1,PHI,NL,34,103,2,19,3,0,0,8,0,,3,13,,0,3,, +morgacy01,1911,1,PHA,AL,38,94,7,15,1,0,0,7,0,,0,,,0,2,, +morgara01,1911,1,WS1,AL,25,89,11,19,2,0,0,5,2,,4,,,0,3,, +moriage02,1911,1,DET,AL,130,478,51,116,20,4,1,60,28,,27,,,3,28,, +morseha01,1911,1,SLN,NL,4,8,0,0,0,0,0,0,0,,1,2,,0,0,, +moserwa01,1911,1,BOS,AL,6,7,0,0,0,0,0,0,0,,0,,,0,0,, +moserwa01,1911,2,SLA,AL,2,1,0,1,0,0,0,1,0,,0,,,0,0,, +moultal01,1911,1,SLA,AL,4,15,4,1,0,0,0,1,0,,4,,,0,0,, +mowremi01,1911,1,SLN,NL,137,471,59,126,29,7,0,61,15,,59,46,,5,22,, +mullech01,1911,1,CHA,AL,20,59,7,12,2,1,0,5,1,,5,,,0,3,, +mullige01,1911,1,DET,AL,40,98,4,28,7,2,0,5,1,,10,,,0,1,, +murphda02,1911,1,PHA,AL,141,508,104,167,27,11,6,66,22,,50,,,8,27,, +murraji01,1911,1,SLA,AL,31,102,8,19,5,0,3,11,0,,5,,,0,2,, +murrare01,1911,1,NY1,NL,140,488,70,142,27,15,3,78,48,,43,37,,5,11,, +myersha01,1911,1,BOS,AL,13,38,3,14,2,0,0,0,4,,4,,,0,0,, +myersha01,1911,2,SLA,AL,11,37,4,11,1,0,0,1,0,,1,,,0,2,, +myershy01,1911,1,BRO,NL,13,43,2,7,1,0,0,0,1,,2,3,,0,0,, +nagleju01,1911,1,PIT,NL,8,7,0,1,0,0,0,0,0,,0,3,,0,0,, +nagleju01,1911,2,BOS,AL,5,10,1,1,0,0,0,2,0,,0,,,0,1,, +needhto01,1911,1,CHN,NL,27,62,4,12,2,0,0,5,2,,9,14,,2,0,, +nelsore01,1911,1,SLA,AL,16,27,5,3,1,0,0,2,0,,1,,,0,1,, +nessja01,1911,1,DET,AL,12,39,6,6,0,0,0,2,0,,2,,,0,1,, +newnapa01,1911,1,SLA,AL,20,62,11,12,4,0,0,5,4,,12,,,3,0,, +northhu01,1911,1,CIN,NL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +northhu01,1911,2,BRO,NL,19,76,16,24,2,2,0,1,4,,14,9,,1,0,, +nunamle01,1911,1,BOS,AL,62,183,18,47,4,3,0,19,1,,12,,,0,12,, +oakesre01,1911,1,SLN,NL,154,551,69,145,13,6,2,59,25,,41,35,,5,20,, +obriebu01,1911,1,BOS,AL,6,16,0,2,1,0,0,1,0,,0,,,0,0,, +oldriru01,1911,1,PHA,AL,121,495,84,147,11,14,3,59,21,,21,,,5,26,, +olearch01,1911,1,DET,AL,74,256,29,68,8,2,0,25,10,,21,,,6,19,, +olmstfr01,1911,1,CHA,AL,25,37,3,7,1,1,0,4,0,,1,,,0,1,, +olsoniv01,1911,1,CLE,AL,140,545,89,142,20,8,1,50,20,,34,,,6,25,, +oneilst01,1911,1,CLE,AL,9,27,1,4,1,0,0,1,2,,4,,,1,1,, +oteybi01,1911,1,WS1,AL,12,17,2,1,0,0,0,0,0,,0,,,1,1,, +otoolma01,1911,1,PIT,NL,5,14,1,5,2,0,0,0,0,,0,1,,0,0,, +ovitzer01,1911,1,CHN,NL,1,0,0,0,0,0,0,0,0,,1,0,,0,0,, +paigepa01,1911,1,CLE,AL,2,7,0,1,1,0,0,3,0,,0,,,0,0,, +papela01,1911,1,BOS,AL,27,64,3,13,1,0,0,4,0,,1,,,0,3,, +parenfr01,1911,1,CHA,AL,3,9,2,4,1,0,0,3,0,,2,,,0,1,, +parsoji01,1911,1,BSN,NL,7,10,1,2,0,0,0,0,0,,0,0,,0,0,, +paskedo01,1911,1,PHI,NL,153,560,96,153,18,5,4,47,28,,70,70,,4,30,, +paulege01,1911,1,NY1,NL,10,12,1,2,0,0,0,1,0,,0,1,,0,0,, +paynefr01,1911,1,CHA,AL,66,133,14,27,2,1,1,19,6,,8,,,2,6,, +peltyba01,1911,1,SLA,AL,29,65,5,9,1,1,0,4,0,,2,,,0,2,, +perduhu01,1911,1,BSN,NL,24,48,6,10,1,0,0,5,0,,1,8,,0,4,, +pfeffbi01,1911,1,BSN,NL,33,46,4,9,2,0,1,6,0,,5,7,,1,0,, +pfeffje01,1911,1,SLA,AL,2,4,0,0,0,0,0,0,0,,0,,,0,0,, +pfiesja01,1911,1,CHN,NL,6,11,0,2,0,0,0,2,0,,1,5,,0,1,, +phillde01,1911,1,PIT,NL,3,1,0,1,1,0,0,1,0,,1,0,,0,0,, +planked01,1911,1,PHA,AL,40,94,7,18,2,0,0,10,0,,5,,,0,6,, +powelja01,1911,1,SLA,AL,32,73,3,12,0,1,0,7,0,,2,,,0,4,, +priesjo01,1911,1,NYA,AL,8,21,2,3,0,0,0,2,3,,2,,,1,0,, +pucketr01,1911,1,PHI,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +purtebi01,1911,1,BOS,AL,27,82,5,23,5,3,0,7,1,,1,,,1,1,, +quinnja01,1911,1,NYA,AL,40,61,4,10,2,0,1,5,1,,5,,,0,2,, +quinnjo03,1911,1,PHI,NL,1,2,0,0,0,0,0,0,0,,0,0,,0,0,, +radebro01,1911,1,SLN,NL,2,3,0,0,0,0,0,0,0,,0,2,,0,0,, +raganpa01,1911,1,BRO,NL,22,29,0,4,0,0,0,1,0,,1,11,,0,0,, +raridbi01,1911,1,BSN,NL,70,246,22,56,9,0,0,21,3,,21,18,,0,4,, +raymobu01,1911,1,NY1,NL,17,25,2,5,0,0,0,1,0,,1,11,,0,3,, +reedmi01,1911,1,SLN,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +reisibu01,1911,1,CLE,AL,2,5,0,0,0,0,0,0,0,,0,,,0,0,, +reisja01,1911,1,SLN,NL,3,2,0,0,0,0,0,0,0,,0,0,,0,0,, +reulbed01,1911,1,CHN,NL,33,67,6,6,3,0,0,3,0,,13,32,,0,7,, +richile01,1911,1,CHN,NL,36,91,7,14,0,1,0,4,0,,3,23,,0,2,, +richtre01,1911,1,CHN,NL,22,10,1,1,0,0,0,1,0,,0,7,,0,0,, +riggejo01,1911,1,BOS,AL,50,146,19,31,4,4,2,13,5,,12,,,4,6,, +roachro01,1911,1,NYA,AL,13,40,4,10,2,1,0,2,0,,6,,,0,2,, +robinha01,1911,1,PIT,NL,5,3,0,0,0,0,0,0,0,,0,0,,0,0,, +rowanda01,1911,1,SLA,AL,18,65,7,25,1,1,0,11,0,,4,,,0,1,, +rowanja01,1911,1,PHI,NL,12,13,1,1,0,0,0,2,0,,1,8,,0,1,, +rowanja01,1911,2,CHN,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +ruckena01,1911,1,BRO,NL,48,104,6,21,2,2,1,9,0,,3,15,,0,7,, +rudoldi01,1911,1,NY1,NL,1,1,0,1,0,0,0,0,0,,0,0,,0,0,, +russele01,1911,1,PHA,AL,7,13,2,5,0,0,0,2,0,,0,,,0,0,, +ryanja02,1911,1,BRO,NL,3,1,0,0,0,0,0,0,0,,0,0,,0,0,, +saiervi01,1911,1,CHN,NL,86,259,42,67,15,1,1,37,11,,25,37,,7,11,, +sallesl01,1911,1,SLN,NL,36,89,5,15,0,1,0,9,0,,3,28,,0,4,, +scanldo01,1911,1,BRO,NL,22,33,0,4,0,0,0,1,0,,0,7,,0,2,, +schaege01,1911,1,WS1,AL,125,440,74,147,14,7,0,45,22,,57,,,1,18,, +schalbi01,1911,1,DET,AL,40,60,8,8,0,1,1,7,1,,4,,,1,1,, +scharbi01,1911,1,BRO,NL,39,59,7,10,1,1,0,2,0,,3,13,,1,3,, +schlead01,1911,1,NY1,NL,1,1,0,0,0,0,0,0,0,,0,1,,0,0,, +schmibo01,1911,1,DET,AL,28,46,4,13,2,1,0,2,0,,0,,,1,0,, +schreba01,1911,1,CIN,NL,3,3,1,0,0,0,0,0,0,,0,2,,1,0,, +schulfr01,1911,1,CHN,NL,154,577,105,173,30,21,21,107,23,,76,71,,3,31,, +schweal01,1911,1,SLA,AL,76,237,31,51,11,4,0,34,12,,43,,,1,5,, +scottji01,1911,1,CHA,AL,39,71,5,11,2,0,0,4,0,,4,,,1,5,, +severha01,1911,1,CIN,NL,37,56,5,17,6,1,0,10,0,,3,6,,1,0,, +sheanda01,1911,1,CHN,NL,54,145,17,28,4,0,0,15,4,,8,15,,1,7,, +sheckji01,1911,1,CHN,NL,156,539,121,149,26,11,4,50,32,,147,58,,3,15,, +sherrfr01,1911,1,WS1,AL,10,19,0,3,1,0,0,1,0,,1,,,0,0,, +shottbu01,1911,1,SLA,AL,139,572,84,146,11,8,0,36,26,,51,,,1,6,, +shovljo01,1911,1,PIT,NL,2,1,1,0,0,0,0,0,0,,0,1,,0,0,, +shultto01,1911,1,PHI,NL,5,8,0,2,0,0,0,1,0,,0,0,,0,1,, +simonmi01,1911,1,PIT,NL,71,215,19,49,4,3,0,22,1,,10,14,,4,6,, +slapncy01,1911,1,CHN,NL,3,9,0,2,0,0,0,1,0,,0,2,,0,0,, +smithbu01,1911,1,WS1,AL,1,0,0,0,0,0,0,0,0,,0,,,0,0,, +smithch02,1911,1,BOS,AL,1,0,0,0,0,0,0,0,0,0,0,,0,0,0,0,0 +smithch02,1911,2,CHN,NL,7,13,0,1,0,0,0,1,0,,0,2,,0,1,, +smithfr03,1911,1,BOS,AL,1,0,0,0,0,0,0,0,0,,1,,,0,0,, +smithfr03,1911,2,CIN,NL,35,56,3,12,2,2,0,6,0,,4,14,,0,5,, +smithja01,1911,1,PHI,NL,2,3,0,0,0,0,0,1,0,,0,0,,0,0,, +smithre02,1911,1,BRO,NL,28,111,10,29,6,1,0,19,5,,5,13,,1,2,, +smithsh01,1911,1,PIT,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithsy01,1911,1,CLE,AL,58,154,8,46,8,1,1,21,0,,11,,,2,5,, +smithto03,1911,1,BRO,NL,13,40,3,6,1,0,0,2,1,,8,7,,0,0,, +smithwa01,1911,1,SLN,NL,81,194,23,42,6,5,2,19,5,,21,33,,3,5,, +snodgfr01,1911,1,NY1,NL,151,534,83,157,27,10,1,77,51,,72,59,,15,26,, +somerjo01,1911,1,WS1,AL,13,40,2,7,0,0,0,2,2,,0,,,1,2,, +southcl01,1911,1,SLA,AL,4,12,3,3,0,0,0,0,0,,1,,,0,0,, +speaktr01,1911,1,BOS,AL,141,500,88,167,34,13,8,70,25,,59,,,13,17,, +spenctu01,1911,1,PHI,NL,11,32,2,5,1,0,1,3,0,,3,7,,0,0,, +spratha01,1911,1,BSN,NL,62,154,22,37,4,4,2,13,1,,13,25,,0,4,, +stacked01,1911,1,PHI,NL,13,24,1,2,0,0,0,1,0,,1,8,,1,0,, +stanaos01,1911,1,DET,AL,141,503,45,133,13,7,3,51,3,,20,,,3,16,, +standpe01,1911,1,SLN,NL,2,1,0,0,0,0,0,0,0,,0,1,,0,0,, +stanlbu01,1911,1,PHI,NL,4,4,0,0,0,0,0,0,0,,0,1,,0,0,, +starkdo01,1911,1,BRO,NL,70,193,25,57,4,1,0,19,6,,20,24,,3,9,, +steelbi01,1911,1,SLN,NL,43,101,8,21,2,2,0,15,0,,11,21,,1,3,, +steelel01,1911,1,PIT,NL,31,61,3,11,1,0,0,6,1,,3,18,,1,1,, +steelel01,1911,2,BRO,NL,5,9,1,0,0,0,0,0,0,,0,3,,1,0,, +steinha01,1911,1,BSN,NL,19,63,5,16,4,0,1,8,1,,6,3,,2,0,, +stephji01,1911,1,SLA,AL,70,212,11,49,5,5,0,17,1,,17,,,4,4,, +stovage01,1911,1,CLE,AL,126,458,48,124,17,7,0,79,11,,21,,,2,11,, +streega01,1911,1,WS1,AL,72,216,16,48,7,1,0,14,4,,14,,,3,5,, +strunam01,1911,1,PHA,AL,74,215,42,55,7,2,1,21,13,,35,,,1,18,, +suggsge01,1911,1,CIN,NL,36,90,7,23,1,2,0,12,0,,10,15,,0,2,, +sullibi03,1911,1,CHA,AL,89,256,26,55,9,3,0,31,1,,16,,,2,11,, +summeed01,1911,1,DET,AL,30,63,4,16,2,0,0,3,0,,3,,,0,3,, +sweenbi02,1911,1,BSN,NL,137,523,92,164,33,6,3,63,33,,77,26,,2,11,, +sweened01,1911,1,NYA,AL,83,229,17,53,6,5,0,18,8,,14,,,8,14,, +swindjo01,1911,1,CLE,AL,4,4,0,1,0,0,0,0,0,,0,,,0,0,, +tanneje01,1911,1,CIN,NL,1,1,0,0,0,0,0,0,0,,0,1,,0,0,, +tannele01,1911,1,CHA,AL,141,516,60,131,17,6,0,49,0,,32,,,2,21,, +taylowi01,1911,1,DET,AL,3,6,0,0,0,0,0,0,0,,0,,,0,0,, +tennefr02,1911,1,BSN,NL,102,369,52,97,13,4,1,36,5,,50,17,,1,12,, +thomabl01,1911,1,BOS,AL,2,2,0,1,0,0,0,0,0,,0,,,0,0,, +thomair01,1911,1,PHA,AL,103,297,33,81,14,3,0,39,4,,23,,,8,9,, +thomaro01,1911,1,PHI,NL,21,30,5,5,2,0,0,2,0,,8,6,,0,4,, +thompfu01,1911,1,BSN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thoneja01,1911,1,BOS,AL,26,20,5,5,0,0,0,2,1,,0,,,0,0,, +tinkejo01,1911,1,CHN,NL,144,536,61,149,24,12,4,69,30,,39,31,,0,18,, +titusjo01,1911,1,PHI,NL,76,236,35,67,14,1,8,26,3,,32,16,,1,4,, +toneyfr01,1911,1,CHN,NL,18,18,1,2,0,0,0,0,0,,0,5,,0,2,, +tonneto01,1911,1,BOS,AL,2,5,0,1,1,0,0,3,0,,1,,,0,1,, +toolebe01,1911,1,BRO,NL,119,433,55,89,11,3,1,29,18,,53,63,,2,3,, +truesfr01,1911,1,SLA,AL,1,0,1,0,0,0,0,0,0,,0,,,0,0,, +turnete01,1911,1,CLE,AL,117,417,59,105,16,9,0,28,29,,34,,,1,18,, +tutwigu01,1911,1,DET,AL,13,32,3,6,2,0,0,3,0,,2,,,0,1,, +tylerle01,1911,1,BSN,NL,28,61,10,10,2,0,0,2,0,,8,9,,0,2,, +vaughhi01,1911,1,NYA,AL,26,49,4,7,1,0,0,3,1,,9,,,0,2,, +wagnehe01,1911,1,BOS,AL,80,261,34,67,13,8,1,38,15,,29,,,4,6,, +wagneho01,1911,1,PIT,NL,130,473,87,158,23,16,9,89,20,,67,34,,6,12,, +walkedi01,1911,1,WS1,AL,34,66,6,20,2,0,0,5,0,,3,,,1,0,, +walketi01,1911,1,WS1,AL,95,356,44,99,6,4,2,39,12,,15,,,2,13,, +wallabo01,1911,1,SLA,AL,125,410,35,95,12,2,0,31,8,,46,,,2,6,, +walshed01,1911,1,CHA,AL,63,158,23,34,3,0,0,9,0,,1,,,1,3,, +walshji01,1911,1,PHI,NL,94,289,29,78,20,3,1,31,5,,21,30,,2,12,, +walshjo03,1911,1,NYA,AL,4,9,2,2,1,0,0,0,0,,0,,,0,0,, +warhoja01,1911,1,NYA,AL,33,77,6,12,0,1,0,4,0,,3,,,0,2,, +weaveor01,1911,1,CHN,NL,6,17,0,1,0,0,0,0,0,,1,7,,0,1,, +weaveor01,1911,2,BSN,NL,27,41,4,5,1,0,0,1,0,,3,9,,0,1,, +weedebe01,1911,1,BSN,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +welchha01,1911,1,PHI,NL,26,66,9,14,4,0,0,6,0,,7,8,,0,1,, +westhi01,1911,1,CLE,AL,13,23,2,3,1,0,0,0,0,,0,,,0,0,, +wheatza01,1911,1,BRO,NL,140,534,55,153,26,13,5,76,21,,29,58,,7,18,, +whitedo01,1911,1,CHA,AL,39,78,12,20,1,1,0,6,1,,7,,,0,4,, +whiteki01,1911,1,PIT,NL,2,1,0,0,0,0,0,0,0,,0,0,,0,0,, +wiliede01,1911,1,SLN,NL,28,51,10,12,3,1,0,3,3,,8,11,,2,0,, +wilkied01,1911,1,NYA,AL,10,13,2,3,0,0,0,1,0,,0,,,0,0,, +willeed01,1911,1,DET,AL,39,82,15,22,4,3,1,7,1,,8,,,0,4,, +willibo01,1911,1,NYA,AL,20,47,3,9,2,0,0,8,1,,5,,,0,0,, +willigu02,1911,1,SLA,AL,9,26,1,7,3,0,0,4,0,,0,,,1,0,, +willijo01,1911,1,SLA,AL,1,2,0,0,0,0,0,0,0,,2,,,0,0,, +willijo01,1911,2,SLN,NL,2,5,0,0,0,0,0,0,0,,0,0,,0,0,, +williri01,1911,1,BOS,AL,95,284,36,68,8,5,0,31,9,,24,,,7,14,, +wilsoar01,1911,1,NY1,NL,66,109,17,33,9,1,1,17,6,,19,12,,1,5,, +wilsoch01,1911,1,PIT,NL,148,544,72,163,34,12,12,107,10,,41,55,,4,14,, +wilsole01,1911,1,BOS,AL,5,7,0,0,0,0,0,0,0,,2,,,0,1,, +wilsosq01,1911,1,DET,AL,5,16,2,3,0,0,0,0,0,,2,,,0,0,, +wiltsho01,1911,1,NY1,NL,31,69,5,13,1,0,0,14,0,,1,12,,0,2,, +wingoiv01,1911,1,SLN,NL,25,57,4,12,2,0,0,3,0,,3,7,,0,0,, +wolteha01,1911,1,NYA,AL,122,434,78,132,17,15,4,36,28,,62,,,4,10,, +woodbge01,1911,1,SLN,NL,11,6,1,1,0,0,0,3,0,,5,3,,0,1,, +woodjo02,1911,1,BOS,AL,44,88,15,23,4,2,2,11,1,,10,,,1,6,, +worksra01,1911,1,DET,AL,30,61,2,9,1,0,0,3,0,,2,,,0,0,, +yerkest02,1911,1,BOS,AL,142,502,70,140,24,3,1,57,14,,52,,,6,31,, +yinglea01,1911,1,CLE,AL,6,11,1,3,0,0,0,2,0,,1,,,0,0,, +youngcy01,1911,1,CLE,AL,7,16,1,1,0,0,0,0,0,,0,,,0,0,, +youngcy01,1911,2,BSN,NL,11,25,0,2,0,0,0,3,0,,0,8,,0,5,, +younghe02,1911,1,BSN,NL,9,25,2,6,0,0,0,0,0,,0,3,,1,2,, +youngir01,1911,1,CHA,AL,24,28,0,5,2,0,0,2,0,,1,,,0,1,, +zackege01,1911,1,SLN,NL,4,1,0,0,0,0,0,0,0,,0,1,,0,0,, +zeidero01,1911,1,CHA,AL,73,217,39,55,3,0,2,21,28,,29,,,2,12,, +zimmeed01,1911,1,BRO,NL,122,417,31,77,10,7,3,36,9,,34,37,,2,16,, +zimmehe01,1911,1,CHN,NL,143,535,80,164,22,17,9,85,23,,25,50,,5,18,, +zinngu01,1911,1,NYA,AL,9,27,5,4,0,2,0,1,0,,4,,,1,0,, +zmiched01,1911,1,SLN,NL,4,4,0,0,0,0,0,0,0,,0,3,,0,0,, +adamsba01,1912,1,PIT,NL,28,53,5,12,3,1,0,3,0,,8,9,,0,1,, +adamsbe01,1912,1,CLE,AL,20,54,5,11,2,1,0,6,0,,4,,,0,4,, +adamswi01,1912,1,SLA,AL,13,13,0,0,0,0,0,0,0,,0,,,0,0,, +aglerjo01,1912,1,WS1,AL,2,1,0,0,0,0,0,0,0,,0,,,0,0,, +ainsmed01,1912,1,WS1,AL,61,186,22,42,7,2,0,22,4,,14,,,0,11,, +aitonge01,1912,1,SLA,AL,10,17,1,4,0,0,0,1,0,,4,,,0,0,, +akersje01,1912,1,WS1,AL,5,6,0,2,0,0,0,0,0,,0,,,0,0,, +alexape01,1912,1,PHI,NL,46,102,7,19,4,0,2,13,0,,6,14,,0,9,, +alexawa01,1912,1,SLA,AL,37,97,5,17,4,0,0,5,1,,8,,,1,5,, +allenfr01,1912,1,BRO,NL,20,36,4,6,3,1,1,4,0,,3,15,,0,2,, +allisma01,1912,1,SLA,AL,31,52,2,7,0,0,0,0,0,,2,,,0,1,, +almeira01,1912,1,CIN,NL,16,59,9,13,4,3,0,10,0,,5,8,,0,1,, +altroni01,1912,1,WS1,AL,1,1,0,0,0,0,0,0,0,,0,,,0,0,, +amesre01,1912,1,NY1,NL,33,58,6,13,3,0,0,3,1,,4,23,,0,1,, +archeji01,1912,1,CHN,NL,120,385,35,109,20,2,5,58,7,,22,36,,5,14,, +austiji01,1912,1,SLA,AL,149,536,57,135,14,8,2,44,28,,38,,,4,26,, +baderlo01,1912,1,NY1,NL,2,3,0,0,0,0,0,0,0,,0,0,,0,0,, +bagbyji01,1912,1,CIN,NL,5,5,0,0,0,0,0,0,0,,0,3,,0,0,, +bailebi01,1912,1,SLA,AL,3,2,1,1,0,0,0,0,0,,1,,,0,0,, +bakerfr01,1912,1,PHA,AL,149,577,116,200,40,21,10,130,40,,50,,,6,11,, +bakerho01,1912,1,CLE,AL,11,30,1,5,0,0,0,2,0,,5,,,0,0,, +ballne01,1912,1,CLE,AL,40,132,12,30,4,1,0,14,7,,9,,,0,4,, +ballne01,1912,2,BOS,AL,18,45,10,9,2,0,0,6,5,,3,,,0,1,, +bargecy01,1912,1,BRO,NL,17,37,3,7,1,0,0,3,1,,3,7,,0,0,, +barrocu01,1912,1,CHA,AL,8,13,0,3,0,0,0,2,1,,2,,,0,3,, +barryha01,1912,1,PHA,AL,3,4,0,0,0,0,0,0,0,,1,,,0,0,, +barryja01,1912,1,PHA,AL,140,483,75,126,19,9,0,55,22,,47,,,7,25,, +bashaal01,1912,1,DET,AL,6,12,3,1,0,0,0,0,0,,3,,,0,0,, +baskeji01,1912,1,CLE,AL,29,40,3,5,0,1,0,2,0,,6,,,1,1,, +batesjo02,1912,1,CIN,NL,81,239,45,69,12,7,1,29,10,,47,16,,0,11,, +battege01,1912,1,NYA,AL,1,3,0,0,0,0,0,0,0,,0,,,0,0,, +baumapa01,1912,1,DET,AL,16,42,3,11,1,0,0,7,4,,6,,,0,0,, +baumgge01,1912,1,SLA,AL,30,76,8,11,2,1,0,5,1,,12,,,1,1,, +beckebe01,1912,1,NY1,NL,125,402,66,106,18,8,6,58,30,,54,35,,2,11,, +beckech01,1912,1,WS1,AL,4,2,0,1,0,0,0,0,0,,0,,,0,0,, +bediehu01,1912,1,BOS,AL,41,73,11,14,0,0,0,7,0,,13,,,0,6,, +bellra01,1912,1,CHA,AL,3,2,0,0,0,0,0,0,0,,0,,,0,0,, +bendech01,1912,1,PHA,AL,27,60,5,9,1,1,0,4,2,,6,,,0,3,, +bentoru01,1912,1,CIN,NL,50,104,6,14,3,0,0,9,1,,0,31,,1,3,, +benzjo01,1912,1,CHA,AL,42,76,3,10,0,1,0,4,0,,1,,,0,8,, +berrade01,1912,1,CHA,AL,2,4,1,1,0,0,0,0,0,,0,,,0,0,, +beschbo01,1912,1,CIN,NL,145,548,120,154,29,11,4,38,67,,83,61,,6,9,, +birmijo01,1912,1,CLE,AL,107,369,49,94,19,3,1,45,15,,26,,,4,16,, +bislari01,1912,1,PIT,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +blackea01,1912,1,PIT,NL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +blackea01,1912,2,CIN,NL,1,0,0,0,0,0,0,0,0,,1,0,,0,0,, +blackle01,1912,1,CHA,AL,5,1,0,0,0,0,0,0,1,,1,,,0,0,, +blandfr01,1912,1,CLE,AL,39,93,13,21,2,0,1,9,0,,5,,,2,9,, +blissja01,1912,1,SLN,NL,49,114,11,28,3,1,0,18,3,,19,14,,4,4,, +blockbr01,1912,1,CHA,AL,46,136,8,35,5,6,0,26,1,,7,,,0,6,, +bodiepi01,1912,1,CHA,AL,138,472,58,139,24,7,5,72,12,,43,,,4,18,, +boehlge01,1912,1,DET,AL,5,10,0,1,0,0,0,0,0,,1,,,0,0,, +boehljo01,1912,1,WS1,AL,3,0,0,0,0,0,0,0,0,0,0,,0,0,0,0,0 +bortoba01,1912,1,CHA,AL,31,105,15,39,3,1,0,17,1,,8,,,0,5,, +boyleja02,1912,1,PHI,NL,15,25,4,7,1,0,0,2,0,,1,5,,0,0,, +bradlhu01,1912,1,BOS,AL,40,137,16,26,11,1,1,19,3,,15,,,1,7,, +bradybi01,1912,1,BSN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bradyki01,1912,1,BSN,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +brennad01,1912,1,PHI,NL,27,59,8,15,1,2,1,6,0,,4,9,,1,2,, +brennbe01,1912,1,CLE,AL,2,5,0,0,0,0,0,0,0,,0,,,0,0,, +bresnro01,1912,1,SLN,NL,48,108,8,36,7,2,1,15,4,,14,9,,2,0,, +bridwal01,1912,1,BSN,NL,31,106,6,25,5,1,0,14,2,,5,5,,0,5,, +briefbu01,1912,1,SLA,AL,15,42,9,13,3,0,0,5,2,,6,,,1,4,, +brinkbi01,1912,1,PHI,NL,9,18,1,4,1,0,0,2,0,,2,3,,0,0,, +bronkhe01,1912,1,CLE,AL,6,16,1,0,0,0,0,0,0,,1,,,0,2,, +brownbi01,1912,1,SLA,AL,9,20,0,4,0,0,0,1,0,,0,,,0,1,, +brownbo01,1912,1,PHA,AL,34,76,4,11,0,1,0,1,0,,4,,,0,4,, +brownbu01,1912,1,BSN,NL,31,61,6,13,7,0,0,3,0,,2,18,,0,1,, +browncu01,1912,1,SLA,AL,17,24,1,5,0,1,0,0,0,,0,,,0,0,, +brownel01,1912,1,SLA,AL,23,36,1,6,1,1,0,4,0,,1,,,0,2,, +brownge01,1912,1,PHI,NL,6,5,0,1,0,0,0,0,0,,1,0,,0,0,, +brownmo01,1912,1,CHN,NL,16,31,3,9,1,0,0,5,1,,2,6,,0,1,, +burksa01,1912,1,BRO,NL,2,4,0,1,1,0,0,0,0,,0,3,,0,0,, +burksa01,1912,2,SLN,NL,12,11,0,0,0,0,0,0,0,,0,3,,0,0,, +burnsbi01,1912,1,DET,AL,6,13,0,3,2,0,0,0,0,,3,,,0,0,, +burnsed01,1912,1,SLN,NL,1,1,0,0,0,0,0,1,0,,0,0,,0,0,, +burnsge01,1912,1,NY1,NL,29,51,11,15,4,0,0,3,7,,8,8,,1,0,, +bushdo01,1912,1,DET,AL,144,511,107,118,14,8,2,38,35,,117,,,3,12,, +busheja01,1912,1,BOS,AL,3,3,1,0,0,0,0,0,0,,1,,,0,0,, +bushjo01,1912,1,PHA,AL,1,4,1,2,0,1,0,3,0,,0,,,0,0,, +butchha01,1912,1,CLE,AL,26,82,9,16,4,1,1,10,1,,6,,,0,3,, +butlear01,1912,1,PIT,NL,43,154,19,42,4,2,1,17,2,,15,13,,0,4,, +byrnebo01,1912,1,PIT,NL,130,528,99,152,31,11,3,35,20,,54,40,,4,12,, +cadyhi01,1912,1,BOS,AL,47,135,19,35,13,2,0,9,0,,10,,,3,7,, +caldwra02,1912,1,NYA,AL,44,76,18,18,1,2,0,6,4,,5,,,0,1,, +callani01,1912,1,CHA,AL,111,408,45,111,9,7,1,52,19,,12,,,3,22,, +camniho01,1912,1,PIT,NL,41,98,7,23,1,0,0,7,1,,3,22,,0,8,, +campbvi01,1912,1,BSN,NL,145,624,102,185,32,9,3,48,19,,32,44,,3,22,, +caprora01,1912,1,PIT,NL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +careyma01,1912,1,PIT,NL,150,587,114,177,23,8,5,66,45,,61,79,,5,37,, +carisfr01,1912,1,CLE,AL,24,69,4,19,3,1,0,5,3,,1,,,0,2,, +carribi02,1912,1,BOS,AL,87,266,34,70,7,1,0,24,7,,38,,,2,8,, +cashica01,1912,1,WS1,AL,42,103,7,22,5,1,2,12,2,,8,,,0,1,, +cathete01,1912,1,SLN,NL,5,19,4,8,1,1,0,2,1,,0,4,,0,0,, +chalmge01,1912,1,PHI,NL,12,16,2,3,0,0,0,0,0,,2,9,,0,1,, +chancfr01,1912,1,CHN,NL,2,5,2,1,0,0,0,0,1,,3,0,,0,1,, +chapmha01,1912,1,CHN,NL,1,4,1,1,0,1,0,1,1,,0,0,,0,0,, +chapmra01,1912,1,CLE,AL,31,109,29,34,6,3,0,19,10,,10,,,1,12,, +chaseha01,1912,1,NYA,AL,131,522,61,143,21,9,4,58,33,,17,,,2,25,, +chenela01,1912,1,CHN,NL,42,106,13,24,5,2,1,12,0,,6,25,,1,10,, +cicoted01,1912,1,BOS,AL,9,13,1,2,0,0,0,1,0,,4,,,0,0,, +cicoted01,1912,2,CHA,AL,20,53,10,13,2,0,0,3,0,,2,,,0,3,, +clarkji01,1912,1,SLN,NL,2,1,0,0,0,0,0,0,0,,0,1,,0,0,, +clarkto01,1912,1,CIN,NL,72,146,19,41,7,2,0,22,9,,28,14,,1,5,, +cobbty01,1912,1,DET,AL,140,553,120,226,30,23,7,83,61,,43,,,5,8,, +coleki01,1912,1,CHN,NL,8,5,0,2,1,0,0,1,0,,0,2,,0,0,, +coleki01,1912,2,PIT,NL,12,15,2,2,0,0,0,4,0,,1,4,,0,1,, +colemcu01,1912,1,NYA,AL,12,37,8,9,4,0,0,4,0,,7,,,0,0,, +collied01,1912,1,PHA,AL,153,543,137,189,25,11,0,64,63,,101,,,0,29,, +collira01,1912,1,BOS,AL,27,65,8,11,1,0,0,2,0,,12,,,1,3,, +collish01,1912,1,CHA,AL,153,579,75,168,34,10,2,81,26,,29,,,5,19,, +comptpe01,1912,1,SLA,AL,103,268,26,75,6,4,2,30,11,,22,,,2,6,, +coombja01,1912,1,PHA,AL,56,110,10,28,2,0,0,13,1,,14,,,1,2,, +coopewi01,1912,1,PIT,NL,6,13,0,2,0,0,0,1,0,,1,2,,0,2,, +corrire01,1912,1,DET,AL,38,138,22,28,6,0,0,5,4,,15,,,1,3,, +cottedi01,1912,1,CHN,NL,26,54,6,15,0,2,0,10,1,,6,13,,1,0,, +cottren01,1912,1,CHN,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +covelst01,1912,1,PHA,AL,5,7,0,1,0,0,0,0,0,,1,,,0,0,, +covinte01,1912,1,DET,AL,14,15,1,2,1,0,0,0,0,,3,,,0,0,, +crabbro01,1912,1,CHA,AL,2,3,0,0,0,0,0,0,0,,0,,,0,0,, +crabbro01,1912,2,PHA,AL,7,16,0,0,0,0,0,0,0,,0,,,0,1,, +cramebi01,1912,1,CIN,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +cranddo01,1912,1,NY1,NL,50,80,9,25,6,2,0,19,0,,6,7,,0,3,, +cravaga01,1912,1,PHI,NL,130,436,63,124,30,9,11,70,15,,47,77,,3,16,, +crawfsa01,1912,1,DET,AL,149,581,81,189,30,21,4,109,41,,42,,,2,19,, +creebi01,1912,1,NYA,AL,50,190,25,63,11,6,0,22,12,,20,,,5,1,, +crigelo01,1912,1,SLA,AL,1,2,1,0,0,0,0,0,0,,0,,,0,0,, +crossfr02,1912,1,SLA,AL,8,22,2,5,0,0,0,2,1,,1,,,0,0,, +cunnibi01,1912,1,WS1,AL,8,27,5,5,1,0,1,8,2,,3,,,0,1,, +curticl01,1912,1,PHI,NL,10,15,1,0,0,0,0,0,0,,1,5,,0,0,, +curticl01,1912,2,BRO,NL,19,26,1,8,0,0,0,3,1,,1,4,,0,2,, +cutshge01,1912,1,BRO,NL,102,357,41,100,14,4,0,28,16,,31,16,,2,15,, +dalege01,1912,1,SLN,NL,20,22,0,6,1,0,0,0,0,,0,7,,0,0,, +daleyjo01,1912,1,SLA,AL,18,52,7,9,0,0,1,3,4,,9,,,2,1,, +daleyju01,1912,1,BRO,NL,61,199,22,51,9,1,1,13,2,,24,17,,2,12,, +danfoda01,1912,1,PHA,AL,3,8,0,2,0,0,0,0,0,,0,,,0,0,, +daniebe01,1912,1,NYA,AL,135,496,72,136,25,11,2,41,37,,51,,,18,19,, +daubeja01,1912,1,BRO,NL,145,559,81,172,19,16,3,66,29,,48,45,,6,14,, +daussho01,1912,1,DET,AL,2,4,0,1,1,0,0,0,0,,1,,,1,0,, +davisdi01,1912,1,CIN,NL,7,10,0,2,0,0,0,0,0,,0,4,,0,0,, +davisge02,1912,1,NYA,AL,10,18,0,2,0,0,0,1,0,,2,,,0,0,, +davisha01,1912,1,CLE,AL,2,5,0,0,0,0,0,0,0,,0,,,0,0,, +dealch01,1912,1,DET,AL,42,142,13,32,4,2,0,11,4,,9,,,0,7,, +delahji01,1912,1,DET,AL,79,266,34,76,14,1,0,41,9,,42,,,7,8,, +delhifl01,1912,1,CHA,AL,1,0,0,0,0,0,0,0,0,0,0,,0,0,0,0,0 +dellwh01,1912,1,SLN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +demaral01,1912,1,NY1,NL,2,5,0,0,0,0,0,0,0,,0,1,,0,0,, +dented01,1912,1,BRO,NL,1,1,0,0,0,0,0,0,0,,0,1,,0,0,, +derricl01,1912,1,PHA,AL,21,58,7,14,0,1,0,7,1,,5,,,1,3,, +devliar01,1912,1,BSN,NL,124,436,59,126,18,8,0,54,11,,51,37,,3,8,, +devorjo01,1912,1,NY1,NL,106,327,66,90,14,6,2,37,27,,51,43,,5,7,, +dickswa01,1912,1,BSN,NL,36,60,3,10,0,0,0,1,1,,5,16,,1,3,, +doakbi01,1912,1,CIN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +doddon01,1912,1,PIT,NL,5,9,0,0,0,0,0,1,0,,1,3,,0,0,, +dodgejo01,1912,1,PHI,NL,30,92,3,11,1,0,0,3,2,,4,11,,0,6,, +dolanco02,1912,1,NYA,AL,18,60,15,12,1,3,0,11,5,,5,,,1,4,, +dolanco02,1912,2,PHI,NL,11,50,8,14,2,2,0,7,3,,1,10,,0,0,, +donaled01,1912,1,CIN,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +donlimi01,1912,1,PIT,NL,77,244,27,77,9,8,2,35,8,,20,16,,1,10,, +donneed01,1912,1,BSN,NL,38,69,10,19,4,0,0,1,1,,2,17,,1,4,, +donovbi01,1912,1,DET,AL,6,13,3,1,0,0,0,0,0,,1,,,0,0,, +dooinre01,1912,1,PHI,NL,69,184,20,43,9,0,0,22,8,,5,12,,2,4,, +doolami01,1912,1,PHI,NL,146,532,47,137,26,6,1,62,6,,34,59,,2,21,, +douglph01,1912,1,CHA,AL,3,2,0,0,0,0,0,0,0,,0,,,0,1,, +dowdjo01,1912,1,NYA,AL,10,31,1,6,1,0,0,0,0,,6,,,1,0,, +downeto01,1912,1,PHI,NL,54,171,27,50,6,3,1,23,3,,21,20,,0,15,, +downeto01,1912,2,CHN,NL,13,22,4,4,0,2,0,4,0,,1,5,,0,1,, +downsre01,1912,1,BRO,NL,9,32,2,8,3,0,0,3,3,,1,5,,0,1,, +downsre01,1912,2,CHN,NL,43,95,9,25,4,3,1,14,5,,9,17,,0,2,, +doylela01,1912,1,NY1,NL,143,558,98,184,33,8,10,90,36,,56,20,,2,13,, +drucklo01,1912,1,NY1,NL,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0, +dubucje01,1912,1,DET,AL,40,108,16,29,6,2,1,9,0,,3,,,1,1,, +eastete01,1912,1,CLE,AL,65,186,17,55,4,0,2,21,3,,7,,,2,4,, +eastete01,1912,2,CHA,AL,30,55,5,20,2,0,0,14,1,,2,,,0,1,, +edingst01,1912,1,PIT,NL,15,53,4,16,0,2,0,12,0,,3,1,,0,3,, +eganbe01,1912,1,PHA,AL,49,138,9,24,3,4,0,13,3,,6,,,0,1,, +egandi01,1912,1,CIN,NL,149,507,69,125,14,5,0,52,24,,56,26,,2,29,, +eibelha01,1912,1,CLE,AL,1,3,0,0,0,0,0,0,0,,0,,,0,0,, +ellisru01,1912,1,SLN,NL,109,305,47,82,18,2,4,33,6,,34,36,,0,13,, +emersch01,1912,1,PHA,AL,1,1,0,0,0,0,0,0,0,,0,,,0,0,, +engeljo01,1912,1,WS1,AL,17,17,1,1,0,0,0,0,0,,4,,,0,1,, +englecl01,1912,1,BOS,AL,58,171,32,40,5,3,0,18,12,,28,,,2,6,, +ensmu01,1912,1,CHA,AL,3,6,0,0,0,0,0,0,0,,0,,,0,0,, +erwinte01,1912,1,BRO,NL,59,133,14,28,3,0,2,14,1,,18,16,,0,3,, +esmonji01,1912,1,CIN,NL,82,231,24,45,5,3,1,40,11,,20,31,,0,12,, +evansst01,1912,1,SLN,NL,135,491,59,139,23,9,6,72,11,,36,51,,17,15,, +eversjo01,1912,1,CHN,NL,143,478,73,163,23,11,1,63,16,,74,18,,2,14,, +ewingbo01,1912,1,SLN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +faheyho01,1912,1,PHA,AL,5,8,0,0,0,0,0,0,0,,0,,,0,0,, +ferryja01,1912,1,PIT,NL,11,13,0,1,1,0,0,2,0,,1,3,,0,0,, +finneha01,1912,1,PHI,NL,14,10,1,2,0,1,0,2,0,,0,4,,0,0,, +fishebo01,1912,1,BRO,NL,82,257,27,60,10,3,0,26,7,,14,32,,0,13,, +fishegu01,1912,1,NYA,AL,4,10,1,1,0,0,0,0,0,,0,,,0,0,, +fishera01,1912,1,NYA,AL,17,31,0,2,0,0,0,1,0,,0,,,0,3,, +fletcar01,1912,1,NY1,NL,129,419,64,118,17,9,1,57,16,,16,29,,14,14,, +fletcsa01,1912,1,CIN,NL,2,4,0,2,0,0,0,2,0,,0,1,,0,0,, +flynnjo03,1912,1,WS1,AL,20,71,9,12,4,1,0,5,2,,7,,,1,1,, +fordru01,1912,1,NYA,AL,40,112,15,32,8,0,1,8,2,,6,,,0,7,, +fosteed02,1912,1,WS1,AL,154,618,98,176,34,9,2,70,27,,53,,,4,3,, +fournja01,1912,1,CHA,AL,35,73,6,14,5,2,0,2,1,,4,,,3,1,, +frilljo01,1912,1,SLA,AL,3,2,1,1,0,0,0,1,0,,0,,,0,0,, +frilljo01,1912,2,CIN,NL,3,4,0,1,0,0,0,0,0,,0,0,,0,0,, +frommar01,1912,1,CIN,NL,43,103,3,9,1,1,0,4,0,,1,22,,0,5,, +gainede01,1912,1,DET,AL,52,179,28,43,5,6,0,20,14,,18,,,3,9,, +gallibe01,1912,1,WS1,AL,2,0,0,0,0,0,0,0,0,0,0,,0,0,0,0,0 +galloji01,1912,1,SLN,NL,21,54,4,10,2,0,0,4,2,,5,8,,0,3,, +gandich01,1912,1,WS1,AL,117,443,59,135,20,15,2,81,21,,27,,,4,18,, +gardnea01,1912,1,NYA,AL,43,160,14,45,3,1,0,26,11,,5,,,0,5,, +gardnha01,1912,1,PIT,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gardnla01,1912,1,BOS,AL,143,517,88,163,24,18,3,86,25,,56,,,1,16,, +gaspaha01,1912,1,CIN,NL,7,12,0,3,0,0,0,3,0,,0,0,,0,0,, +georgle01,1912,1,CLE,AL,11,14,1,3,1,1,0,0,0,,1,,,0,1,, +geyerru01,1912,1,SLN,NL,41,53,5,11,1,0,0,3,1,,3,10,,0,1,, +gibsoge01,1912,1,PIT,NL,95,300,23,72,14,3,2,35,0,,20,16,,1,10,, +gilhofr01,1912,1,SLN,NL,13,49,5,11,0,0,0,2,0,,3,8,,0,0,, +gleaski01,1912,1,CHA,AL,1,2,0,1,0,0,0,0,0,,0,,,0,0,, +gonzami01,1912,1,BSN,NL,1,2,0,0,0,0,0,0,0,,1,1,,0,0,, +goodwi01,1912,1,CHN,NL,39,35,7,5,0,0,0,1,3,,3,7,,0,0,, +goulate01,1912,1,NY1,NL,1,2,0,1,0,0,0,0,0,,0,1,,0,1,, +gowdyha01,1912,1,BSN,NL,44,96,16,26,6,1,3,10,3,,16,13,,2,1,, +grahape01,1912,1,PHI,NL,24,59,6,17,1,0,1,4,1,,8,5,,0,0,, +graneja01,1912,1,CLE,AL,78,264,44,64,13,2,0,20,9,,50,,,2,5,, +granted01,1912,1,CIN,NL,96,255,37,61,6,1,2,20,11,,18,27,,1,7,, +grayst01,1912,1,PIT,NL,6,20,4,5,0,1,0,2,0,,0,3,,0,1,, +greggve01,1912,1,CLE,AL,37,97,3,17,4,1,0,13,1,,2,,,0,8,, +gregofr01,1912,1,CIN,NL,4,5,1,1,0,0,0,0,0,,1,3,,0,0,, +griffcl01,1912,1,WS1,AL,1,1,0,0,0,0,0,0,0,,0,,,0,0,, +griffha01,1912,1,BSN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +griggar01,1912,1,CLE,AL,89,273,29,83,16,7,0,39,10,,33,,,1,7,, +grineda01,1912,1,SLN,NL,12,13,2,1,0,0,0,1,1,,3,6,,0,0,, +grohhe01,1912,1,NY1,NL,27,48,8,13,2,1,0,3,6,,8,7,,0,0,, +groombo01,1912,1,WS1,AL,43,103,11,12,1,0,0,6,0,,7,,,1,12,, +grubbha01,1912,1,CLE,AL,1,0,0,0,0,0,0,0,0,,0,,,1,0,, +hagemca01,1912,1,BOS,AL,2,0,0,0,0,0,0,0,0,,1,,,0,0,, +hallch02,1912,1,BOS,AL,34,75,10,20,4,2,1,14,0,,4,,,2,3,, +hallied01,1912,1,SLA,AL,29,86,11,19,2,0,0,1,3,,5,,,1,4,, +hamilea01,1912,1,SLA,AL,41,73,5,13,1,0,0,4,0,,11,,,0,6,, +harmobo01,1912,1,SLN,NL,46,99,7,23,1,1,0,7,2,,1,31,,1,2,, +harresl01,1912,1,PHA,AL,1,1,0,0,0,0,0,0,0,,0,,,0,0,, +hartefr01,1912,1,CIN,NL,6,11,0,1,0,0,0,0,0,,0,4,,0,0,, +hartlgr01,1912,1,NY1,NL,25,34,3,8,2,1,0,7,2,,0,4,,1,0,, +hartzro01,1912,1,NYA,AL,125,416,50,113,10,11,1,38,20,,64,,,1,14,, +haugear01,1912,1,CLE,AL,15,18,0,1,0,0,0,0,0,,1,,,0,0,, +hausear01,1912,1,SLN,NL,133,479,73,124,14,7,1,42,26,,39,69,,3,21,, +hechimi01,1912,1,CHN,NL,2,3,0,0,0,0,0,0,0,,2,0,,0,0,, +hendrcl01,1912,1,PIT,NL,46,121,25,39,10,6,1,15,1,,3,18,,0,2,, +hendrti01,1912,1,CLE,AL,23,70,9,17,2,4,1,14,3,,8,,,1,7,, +henriol01,1912,1,BOS,AL,44,56,20,18,3,1,0,8,0,,14,,,0,2,, +henryjo02,1912,1,WS1,AL,66,191,23,37,4,1,0,9,10,,31,,,1,3,, +herrihe01,1912,1,WS1,AL,1,0,0,0,0,0,0,0,0,0,0,,0,0,0,0,0 +herzobu01,1912,1,NY1,NL,140,482,72,127,20,9,2,47,37,,57,34,,7,17,, +hessot01,1912,1,BSN,NL,33,94,10,23,4,4,0,10,0,,0,26,,0,6,, +higgibo01,1912,1,BRO,NL,1,2,0,0,0,0,0,0,0,,0,1,,0,0,, +hoblidi01,1912,1,CIN,NL,148,558,73,164,32,12,2,85,23,,48,28,,2,26,, +hoffch01,1912,1,NYA,AL,5,5,0,1,0,0,0,0,0,,0,,,0,0,, +hofmaso01,1912,1,CHN,NL,36,125,28,34,11,0,0,18,5,,22,13,,1,2,, +hofmaso01,1912,2,PIT,NL,17,53,7,15,4,1,0,2,0,,5,6,,0,2,, +hoganwi01,1912,1,SLA,AL,108,360,32,77,10,2,1,36,17,,34,,,1,13,, +hoggbr01,1912,1,BSN,NL,10,11,2,1,0,0,0,1,0,,1,3,,0,0,, +hohnhed01,1912,1,CLE,AL,15,54,5,11,1,0,0,2,5,,2,,,0,1,, +hoopeha01,1912,1,BOS,AL,147,590,98,143,20,12,2,53,29,,66,,,7,21,, +horseha01,1912,1,CIN,NL,1,2,0,0,0,0,0,0,0,,0,0,,0,0,, +houckby01,1912,1,PHA,AL,30,62,1,4,1,0,0,4,0,,1,,,1,4,, +housebe01,1912,1,BSN,NL,108,332,38,95,17,3,8,52,1,,22,29,,1,5,, +howarda01,1912,1,WS1,AL,1,0,1,0,0,0,0,0,0,,0,,,0,0,, +howelro01,1912,1,SLN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +huggimi01,1912,1,SLN,NL,120,431,82,131,15,4,0,29,35,,87,31,,1,11,, +hugheto01,1912,1,WS1,AL,31,67,9,13,3,1,0,7,0,,6,,,0,3,, +hummejo01,1912,1,BRO,NL,122,411,55,116,21,7,5,54,7,,49,55,,0,10,, +humphbe01,1912,1,CIN,NL,30,51,3,7,0,0,0,2,0,,4,14,,2,2,, +huntebi02,1912,1,CLE,AL,21,55,6,9,2,0,0,2,0,,10,,,1,3,, +hyattha01,1912,1,PIT,NL,46,97,13,28,3,1,0,22,2,,6,8,,0,2,, +irvined01,1912,1,DET,AL,1,3,0,2,0,2,0,0,0,,0,,,0,0,, +jacksge01,1912,1,BSN,NL,110,397,55,104,13,5,4,48,22,,38,72,,10,11,, +jacksjo01,1912,1,CLE,AL,154,572,121,226,44,26,3,90,35,,54,,,12,15,, +jamesbi01,1912,1,CLE,AL,3,3,0,0,0,0,0,0,0,,1,,,0,1,, +jamesle01,1912,1,CLE,AL,3,3,0,0,0,0,0,1,0,,0,,,0,0,, +jantzhe01,1912,1,SLA,AL,31,119,10,22,0,1,1,8,3,,4,,,1,4,, +jennihu01,1912,1,DET,AL,1,1,0,0,0,0,0,0,0,,0,,,0,0,, +jensewi01,1912,1,DET,AL,5,11,0,0,0,0,0,0,0,,0,,,0,0,, +johnsdo01,1912,1,CLE,AL,43,164,22,46,7,4,1,11,8,,11,,,0,7,, +johnser01,1912,1,CHA,AL,21,42,7,11,0,1,0,5,0,,1,,,0,1,, +johnswa01,1912,1,WS1,AL,55,144,16,38,6,4,2,20,2,,7,,,0,6,, +johnswa02,1912,1,CHA,AL,3,3,0,0,0,0,0,0,0,,1,,,0,0,, +jonesbi02,1912,1,BSN,NL,3,2,0,1,0,0,0,2,0,,0,1,,0,0,, +jonesda01,1912,1,DET,AL,99,316,54,93,5,2,0,24,16,,38,,,0,12,, +jordari01,1912,1,CHA,AL,4,4,0,0,0,0,0,0,0,,0,,,0,0,, +kahlege01,1912,1,CLE,AL,41,80,2,9,2,0,0,4,1,,4,,,1,1,, +kaiseal01,1912,1,BSN,NL,4,13,0,0,0,0,0,0,0,,0,3,,0,1,, +kauffbe01,1912,1,NYA,AL,5,11,4,3,0,0,0,2,1,,3,,,0,0,, +keatira01,1912,1,NYA,AL,6,16,1,6,1,0,0,3,0,,1,,,0,0,, +keefebo01,1912,1,CIN,NL,17,18,3,3,0,0,0,1,0,,1,7,,0,2,, +kelihmi01,1912,1,PIT,NL,2,0,1,0,0,0,0,0,0,,0,0,,0,0,, +kellejo02,1912,1,SLN,NL,8,12,0,4,1,0,0,1,0,,0,2,,0,0,, +kellybi02,1912,1,PIT,NL,48,132,20,42,3,2,1,11,8,,2,16,,0,7,, +kentma01,1912,1,BRO,NL,20,35,2,8,1,0,0,5,0,,3,9,,0,0,, +kenwobi01,1912,1,WS1,AL,12,38,6,9,1,0,0,2,3,,2,,,1,0,, +ketteph01,1912,1,SLA,AL,2,6,1,2,0,0,0,0,0,,0,,,0,0,, +kibblja01,1912,1,CLE,AL,5,8,1,0,0,0,0,0,0,,0,,,1,0,, +killebi01,1912,1,PHI,NL,85,268,18,60,6,3,1,21,6,,4,14,,2,15,, +kirbyla01,1912,1,NY1,NL,3,5,1,1,1,0,0,0,0,,0,0,,0,0,, +kirkeja01,1912,1,BSN,NL,103,359,53,115,11,4,4,62,7,,9,46,,1,9,, +kirkpen01,1912,1,BRO,NL,32,94,13,18,1,1,0,6,5,,9,15,,1,3,, +klingjo01,1912,1,BSN,NL,81,252,26,80,10,3,2,30,3,,15,30,,0,7,, +knabeot01,1912,1,PHI,NL,126,426,56,120,11,4,0,46,16,,55,20,,2,11,, +knetzel01,1912,1,BRO,NL,33,37,2,5,0,0,0,2,0,,4,14,,1,4,, +knighjo02,1912,1,WS1,AL,32,93,10,15,2,1,0,9,4,,16,,,0,7,, +knisepe01,1912,1,CIN,NL,21,67,10,22,7,3,0,7,3,,4,5,,1,1,, +kochebr01,1912,1,DET,AL,29,63,5,13,3,1,0,9,0,,2,,,0,2,, +koneted01,1912,1,SLN,NL,143,538,81,169,26,13,8,82,25,,62,66,,4,17,, +krappge01,1912,1,CLE,AL,13,22,2,7,0,0,0,2,1,,1,,,0,1,, +krausha01,1912,1,PHA,AL,4,4,1,1,0,0,0,0,0,,0,,,0,0,, +krausha01,1912,2,CLE,AL,2,0,0,0,0,0,0,0,0,0,0,,0,0,0,0,0 +krichpa01,1912,1,SLA,AL,59,161,19,35,6,0,0,8,2,,19,,,1,3,, +krohru01,1912,1,BSN,NL,3,2,1,1,0,0,0,0,0,,0,1,,0,0,, +krugma01,1912,1,BOS,AL,24,39,6,12,2,1,0,7,2,,5,,,0,3,, +kuhnwa01,1912,1,CHA,AL,76,178,16,36,7,0,0,10,5,,20,,,1,8,, +kutinjo01,1912,1,SLA,AL,69,205,18,42,9,3,1,18,0,,13,,,3,5,, +kylean01,1912,1,CIN,NL,9,21,3,7,1,0,0,4,0,,4,2,,0,1,, +lafited01,1912,1,DET,AL,1,0,0,0,0,0,0,0,0,0,0,,0,0,0,0,0 +lajoina01,1912,1,CLE,AL,117,448,66,165,34,4,0,90,18,,28,,,7,17,, +lakejo01,1912,1,SLA,AL,11,20,1,3,0,0,0,0,0,,0,,,0,0,, +lakejo01,1912,2,DET,AL,26,62,4,9,0,0,1,4,0,,1,,,0,2,, +lamlifr01,1912,1,CHA,AL,1,0,0,0,0,0,0,0,0,0,0,,0,0,0,0,0 +langefr01,1912,1,CHA,AL,36,65,4,14,4,1,0,7,0,,4,,,1,3,, +laporfr01,1912,1,SLA,AL,80,266,32,83,11,4,1,38,7,,20,,,3,10,, +laporfr01,1912,2,WS1,AL,40,136,13,42,9,1,0,17,3,,12,,,0,4,, +lappja01,1912,1,PHA,AL,91,281,26,82,15,6,1,35,3,,19,,,0,3,, +lavenji01,1912,1,CHN,NL,42,87,6,13,3,0,0,5,0,,5,34,,0,3,, +leachto01,1912,1,PIT,NL,28,97,24,29,4,2,0,19,6,,12,9,,0,1,, +leachto01,1912,2,CHN,NL,82,265,50,64,10,3,2,32,14,,55,20,,3,6,, +leifile01,1912,1,PIT,NL,6,7,2,1,0,0,0,0,0,,2,4,,0,0,, +leifile01,1912,2,CHN,NL,13,26,3,3,1,1,0,1,0,,1,12,,0,3,, +leinhbi01,1912,1,DET,AL,1,4,0,0,0,0,0,0,0,,0,,,0,0,, +lelivja01,1912,1,NYA,AL,36,149,12,54,6,7,2,23,7,,4,,,1,0,, +lennoed01,1912,1,CHN,NL,27,81,13,19,4,1,1,16,1,,12,10,,2,6,, +lewisdu01,1912,1,BOS,AL,154,581,85,165,36,9,6,109,9,,52,,,3,31,, +littlja01,1912,1,NYA,AL,3,12,2,3,0,0,0,0,2,,1,,,1,0,, +livinpa01,1912,1,CLE,AL,20,47,5,11,2,1,0,3,0,,1,,,2,4,, +loanmi01,1912,1,PHI,NL,1,2,1,1,0,0,0,0,0,,0,0,,0,0,, +loberha01,1912,1,PHI,NL,65,257,37,84,12,5,2,33,13,,19,13,,0,10,, +longto01,1912,1,WS1,AL,1,1,0,0,0,0,0,0,0,,0,,,0,0,, +lordbr01,1912,1,PHA,AL,97,378,63,90,12,9,0,25,15,,34,,,5,12,, +lordha01,1912,1,CHA,AL,151,570,81,152,19,12,5,54,28,,52,,,5,29,, +loudeba01,1912,1,DET,AL,122,403,57,97,12,4,1,36,28,,58,,,11,17,, +lowdegr01,1912,1,CHN,NL,2,4,0,0,0,0,0,0,0,,0,1,,0,0,, +lowdelo01,1912,1,SLN,NL,4,4,1,1,0,0,0,1,0,,0,1,,0,1,, +luderfr01,1912,1,PHI,NL,148,572,77,147,31,5,10,69,8,,44,65,,7,5,, +maddele01,1912,1,CHN,NL,6,4,0,1,0,0,0,0,0,,0,3,,0,0,, +mageele01,1912,1,SLN,NL,128,458,60,133,13,8,0,40,16,,39,29,,1,25,, +mageesh01,1912,1,PHI,NL,132,464,79,142,25,9,6,66,30,,55,54,,7,29,, +maggeha01,1912,1,PHA,AL,74,242,39,62,8,6,1,13,10,,36,,,2,4,, +maharbi01,1912,1,DET,AL,1,1,0,0,0,0,0,0,0,,0,,,0,0,, +malonpa01,1912,1,NYA,AL,25,79,9,17,1,0,0,4,3,,6,,,1,4,, +manguge01,1912,1,PHI,NL,10,25,2,5,3,0,0,3,0,,1,6,,0,0,, +maranra01,1912,1,BSN,NL,26,86,8,18,2,0,0,8,1,,9,14,,1,5,, +marquru01,1912,1,NY1,NL,43,96,14,21,2,0,0,8,2,,7,17,,1,9,, +marsaar01,1912,1,CIN,NL,110,416,59,132,19,7,1,38,35,,20,17,,3,9,, +marshru01,1912,1,PHI,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +martido01,1912,1,PHA,AL,2,3,0,0,0,0,0,0,0,,0,,,0,0,, +martija01,1912,1,NYA,AL,71,231,30,52,6,1,0,17,14,,37,,,6,7,, +mathech01,1912,1,NY1,NL,43,110,14,29,4,1,0,10,2,,6,8,,1,3,, +mathejo01,1912,1,PHA,AL,4,14,0,2,0,0,0,0,0,,0,,,1,0,, +matteal01,1912,1,BSN,NL,2,2,0,0,0,0,0,0,0,,0,2,,0,0,, +mattiwa01,1912,1,CHA,AL,90,285,45,74,7,9,1,35,15,,27,,,5,17,, +mayerer01,1912,1,PHI,NL,7,3,0,0,0,0,0,0,0,,0,1,,0,0,, +mayerwa01,1912,1,CHA,AL,9,9,1,0,0,0,0,0,0,,1,,,0,0,, +mcbrige01,1912,1,WS1,AL,152,521,56,118,13,7,1,52,17,,38,,,7,19,, +mccaral01,1912,1,PIT,NL,111,401,53,111,12,4,1,41,8,,30,26,,3,16,, +mcconge01,1912,1,NYA,AL,42,91,11,27,4,2,0,8,0,,4,,,1,1,, +mccormo01,1912,1,NY1,NL,42,39,4,13,4,1,0,8,1,,6,9,,0,0,, +mcderre01,1912,1,DET,AL,5,15,2,4,1,0,0,0,1,,0,,,1,2,, +mcdoned02,1912,1,BSN,NL,121,459,70,119,23,6,2,34,22,,70,91,,5,6,, +mcdonte01,1912,1,CIN,NL,61,140,16,36,3,4,1,15,5,,13,24,,2,2,, +mcgarda01,1912,1,DET,AL,1,3,0,0,0,0,0,0,0,,1,,,1,0,, +mcgarji01,1912,1,DET,AL,1,4,0,0,0,0,0,0,0,,0,,,0,0,, +mcgehpa01,1912,1,DET,AL,1,0,0,0,0,0,0,0,0,0,0,,0,0,0,0,0 +mcgraho01,1912,1,CIN,NL,4,8,0,2,0,1,0,0,0,,0,5,,0,0,, +mcguide01,1912,1,DET,AL,1,2,1,1,0,0,0,0,0,,0,,,0,0,, +mcinnst01,1912,1,PHA,AL,153,568,83,186,25,13,3,101,27,,49,,,3,29,, +mcintha01,1912,1,CHN,NL,8,10,1,3,0,1,0,5,0,,1,1,,0,1,, +mcintma01,1912,1,CHA,AL,49,84,10,14,0,0,0,10,3,,14,,,2,1,, +mckecbi01,1912,1,PIT,NL,24,73,8,18,0,1,0,4,2,,4,5,,0,2,, +mclarpo01,1912,1,CHA,AL,2,2,0,0,0,0,0,0,0,,0,,,0,0,, +mcleala01,1912,1,CIN,NL,102,333,17,81,15,1,1,27,1,,18,15,,1,6,, +mcmilto01,1912,1,NYA,AL,41,149,24,34,2,0,0,12,18,,15,,,1,9,, +mctigbi01,1912,1,BSN,NL,10,13,2,1,0,0,0,1,0,,1,5,,0,0,, +meanepa01,1912,1,DET,AL,1,2,0,0,0,0,0,0,0,,1,,,1,0,, +meixemo01,1912,1,CLE,AL,3,2,0,1,0,0,0,0,0,,0,,,0,0,, +mensoed01,1912,1,PIT,NL,39,99,19,26,3,2,0,1,10,,23,12,,0,0,, +mercejo01,1912,1,SLN,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +merklfr01,1912,1,NY1,NL,129,479,82,148,22,6,11,84,37,,42,70,,8,8,, +meyerch01,1912,1,NY1,NL,126,371,60,133,16,5,6,54,8,,47,20,,8,9,, +midkiez01,1912,1,NYA,AL,21,86,9,21,1,0,0,9,4,,7,,,0,4,, +milancl01,1912,1,WS1,AL,154,601,105,184,19,11,1,79,88,,63,,,5,5,, +millech01,1912,1,SLA,AL,1,2,0,0,0,0,0,0,0,,0,,,0,0,, +milledo02,1912,1,PIT,NL,148,567,74,156,33,12,4,87,18,,37,45,,4,20,, +milledo03,1912,1,BSN,NL,51,201,26,47,8,1,2,24,6,,14,17,,1,8,, +milledo03,1912,2,PHI,NL,67,177,24,51,12,5,0,21,3,,9,13,,0,5,, +milleed02,1912,1,SLA,AL,13,46,4,9,1,0,0,5,1,,2,,,1,2,, +milleel01,1912,1,SLN,NL,12,37,5,7,1,0,0,3,1,,4,9,,0,0,, +milleot01,1912,1,BRO,NL,98,316,35,88,18,1,1,31,11,,18,50,,4,7,, +millewa02,1912,1,CHN,NL,86,241,45,74,11,4,0,22,11,,26,18,,1,8,, +mitchmi01,1912,1,CIN,NL,147,552,60,156,14,13,4,78,23,,41,43,,1,18,, +mitchro01,1912,1,SLA,AL,13,19,5,6,1,0,0,1,1,,7,,,0,0,, +mitchwi01,1912,1,CLE,AL,29,53,4,6,0,0,0,3,0,,4,,,0,1,, +moellda01,1912,1,WS1,AL,132,519,90,143,26,10,6,46,30,,52,,,4,11,, +mogrige01,1912,1,CHA,AL,17,16,1,2,0,0,0,1,0,,3,,,0,0,, +moorech01,1912,1,CHN,NL,5,9,2,2,0,1,0,2,0,,0,1,,0,0,, +mooreea01,1912,1,PHI,NL,31,56,2,6,1,0,0,1,0,,2,20,,0,3,, +moorege02,1912,1,CIN,NL,5,4,0,0,0,0,0,0,0,,0,3,,0,0,, +moranha01,1912,1,DET,AL,5,5,1,1,0,0,0,0,0,,0,,,0,0,, +moranhe01,1912,1,BRO,NL,130,508,77,140,18,10,1,40,28,,69,38,,5,9,, +moranpa01,1912,1,PHI,NL,13,26,1,3,1,0,0,1,0,,1,7,,0,0,, +moranro01,1912,1,WS1,AL,7,13,1,2,0,0,0,0,3,,8,,,0,1,, +morgacy01,1912,1,PHA,AL,16,30,1,1,1,0,0,2,0,,2,,,0,2,, +morgara01,1912,1,WS1,AL,81,273,40,65,10,7,1,30,11,,29,,,3,8,, +moriage02,1912,1,DET,AL,105,375,38,93,23,1,0,54,27,,26,,,11,20,, +moronji01,1912,1,CHN,NL,10,6,1,3,1,0,0,1,0,,0,1,,0,0,, +mowremi01,1912,1,SLN,NL,114,408,59,104,13,8,2,50,19,,46,29,,3,20,, +mullige01,1912,1,DET,AL,38,90,13,25,5,1,0,12,0,,17,,,0,2,, +murphda02,1912,1,PHA,AL,36,130,27,42,6,2,2,20,8,,16,,,1,4,, +murphed02,1912,1,PHA,AL,33,142,24,45,4,1,0,6,7,,11,,,1,1,, +murphmi01,1912,1,SLN,NL,1,1,0,0,0,0,0,1,0,,0,0,,0,0,, +murrare01,1912,1,NY1,NL,143,549,83,152,26,20,3,92,38,,27,45,,8,19,, +mussepa01,1912,1,WS1,AL,7,7,0,0,0,0,0,0,0,,0,,,0,0,, +nagello01,1912,1,CLE,AL,2,3,0,0,0,0,0,0,0,,0,,,0,0,, +napiebu01,1912,1,SLA,AL,7,7,0,0,0,0,0,0,0,,0,,,0,0,, +nashke01,1912,1,CLE,AL,11,23,2,4,0,0,0,0,0,,3,,,0,0,, +needhto01,1912,1,CHN,NL,33,90,12,16,5,0,0,10,3,,7,13,,3,4,, +neherji01,1912,1,CLE,AL,1,0,0,0,0,0,0,0,0,0,0,,0,0,0,0,0 +nelsore01,1912,1,SLA,AL,8,3,1,1,0,0,0,0,0,,2,,,0,0,, +nelsore01,1912,2,PHI,NL,4,10,1,1,0,0,0,0,0,,0,2,,0,0,, +nichofr01,1912,1,PHI,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nichoov01,1912,1,PIT,NL,6,11,2,5,0,0,0,3,0,,1,2,,0,1,, +northhu01,1912,1,BRO,NL,118,412,54,116,26,6,3,46,8,,41,46,,4,9,, +nunamle01,1912,1,BOS,AL,35,103,15,26,5,2,0,6,2,,6,,,3,3,, +oakesre01,1912,1,SLN,NL,136,495,57,139,19,5,3,58,26,,31,24,,4,15,, +obriebu01,1912,1,BOS,AL,37,94,4,13,1,1,0,6,0,,6,,,0,4,, +oldriru01,1912,1,PHA,AL,99,395,61,119,14,5,1,24,17,,10,,,3,18,, +olearch01,1912,1,DET,AL,3,10,1,2,0,0,0,1,0,,0,,,0,0,, +olsoniv01,1912,1,CLE,AL,125,467,68,118,13,1,0,33,16,,21,,,4,30,, +omaraol01,1912,1,DET,AL,1,4,0,0,0,0,0,0,0,,0,,,0,0,, +oneilst01,1912,1,CLE,AL,69,215,17,49,4,0,0,14,2,,12,,,1,5,, +onsloed01,1912,1,DET,AL,36,128,11,29,1,2,1,13,3,,3,,,1,2,, +onsloja01,1912,1,DET,AL,36,69,7,11,1,0,0,4,1,,10,,,2,5,, +orourfr01,1912,1,BSN,NL,61,196,11,24,3,1,0,16,1,,11,50,,2,7,, +otisbi01,1912,1,NYA,AL,4,17,1,1,0,0,0,2,0,,3,,,0,0,, +otoolma01,1912,1,PIT,NL,37,99,4,22,4,1,0,9,1,,2,19,,0,2,, +package01,1912,1,CIN,NL,1,4,1,1,0,1,0,1,0,,0,1,,0,0,, +paddode01,1912,1,CHA,AL,1,1,0,0,0,0,0,0,0,,0,,,0,0,, +paddode01,1912,2,NYA,AL,46,156,26,45,5,3,1,14,9,,23,,,4,2,, +papela01,1912,1,BOS,AL,13,17,1,4,1,0,0,1,0,,2,,,0,0,, +paskedo01,1912,1,PHI,NL,145,540,102,170,37,5,2,43,36,,91,67,,7,11,, +pearcge01,1912,1,CHN,NL,3,6,1,1,1,0,0,0,0,,0,2,,0,0,, +peckiro01,1912,1,CLE,AL,70,236,18,50,4,1,1,22,11,,16,,,0,6,, +peltyba01,1912,1,SLA,AL,6,12,1,0,0,0,0,0,0,,0,,,0,0,, +peltyba01,1912,2,WS1,AL,11,9,0,2,0,0,0,0,0,,1,,,0,0,, +pennohe01,1912,1,PHA,AL,17,15,1,2,1,0,0,0,0,,0,,,0,1,, +perduhu01,1912,1,BSN,NL,37,87,6,12,0,0,0,0,0,,3,23,,0,6,, +pernohu01,1912,1,DET,AL,3,3,0,0,0,0,0,0,0,,0,,,0,0,, +perripo01,1912,1,SLN,NL,6,9,1,2,0,0,0,1,0,,0,6,,0,0,, +perryha01,1912,1,DET,AL,13,36,3,6,1,0,0,0,0,,3,,,0,1,, +peterru01,1912,1,CHA,AL,28,31,1,6,1,0,0,2,0,,1,,,0,2,, +phelaar01,1912,1,CIN,NL,130,461,56,112,9,11,3,54,25,,46,37,,2,17,, +phelped01,1912,1,BRO,NL,52,111,8,32,4,3,0,23,1,,16,15,,2,4,, +planked01,1912,1,PHA,AL,37,90,5,24,2,1,0,9,0,,4,,,1,11,, +powelbi01,1912,1,CHN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +powelja01,1912,1,SLA,AL,32,82,8,15,2,1,1,7,0,,5,,,1,1,, +prattde01,1912,1,SLA,AL,152,570,76,172,26,15,5,69,24,,36,,,4,12,, +priesjo01,1912,1,NYA,AL,2,2,1,1,0,0,0,1,0,,0,,,0,0,, +prougbi01,1912,1,CIN,NL,1,1,0,0,0,0,0,0,0,,0,1,,0,0,, +quinnja01,1912,1,NYA,AL,18,39,4,8,0,0,0,3,0,,4,,,0,1,, +raganpa01,1912,1,BRO,NL,36,67,1,4,1,0,0,2,0,,1,26,,1,4,, +raridbi01,1912,1,BSN,NL,79,247,27,55,3,1,1,14,3,,18,35,,2,7,, +rathmo01,1912,1,CHA,AL,157,591,104,161,10,2,1,19,30,,95,,,7,16,, +reddiph01,1912,1,SLN,NL,3,8,0,0,0,0,0,0,0,,1,1,,0,1,, +rehgwa01,1912,1,PIT,NL,8,9,1,0,0,0,0,0,0,,0,1,,0,0,, +remneal01,1912,1,DET,AL,1,0,0,0,0,0,0,0,0,,1,,,0,0,, +reulbed01,1912,1,CHN,NL,39,55,3,6,2,0,0,4,0,,4,23,,0,1,, +richile01,1912,1,CHN,NL,39,76,7,10,1,0,0,4,2,,5,19,,0,6,, +ritteha01,1912,1,PHI,NL,3,1,0,0,0,0,0,0,0,,0,0,,0,0,, +rixeyep01,1912,1,PHI,NL,23,53,3,9,2,0,0,1,0,,2,17,,0,2,, +roachro01,1912,1,WS1,AL,2,2,1,1,0,0,1,1,0,,0,,,0,0,, +roberda01,1912,1,NY1,NL,3,2,0,1,0,0,0,1,1,,0,1,,0,0,, +robinha01,1912,1,PIT,NL,33,59,4,15,2,1,0,7,0,,2,4,,0,0,, +rollira01,1912,1,SLN,NL,5,15,0,3,0,0,0,0,0,,0,5,,0,0,, +ruckena01,1912,1,BRO,NL,45,102,8,25,2,1,0,12,1,,3,12,,0,4,, +russele01,1912,1,PHA,AL,5,4,0,0,0,0,0,0,0,,1,,,0,0,, +ryanbu01,1912,1,CLE,AL,93,328,53,89,12,9,1,31,12,,30,,,6,12,, +ryanja01,1912,1,WS1,AL,1,1,0,0,0,0,0,0,0,,0,,,0,0,, +saiervi01,1912,1,CHN,NL,122,451,74,130,25,14,2,61,11,,34,65,,1,14,, +sallesl01,1912,1,SLN,NL,48,103,9,14,2,1,0,0,0,,6,32,,1,2,, +salmoro01,1912,1,PHA,AL,2,1,0,0,0,0,0,0,0,,0,,,0,1,, +savagji01,1912,1,PHI,NL,2,3,1,0,0,0,0,0,0,,1,0,,0,0,, +schaege01,1912,1,WS1,AL,60,166,21,41,7,3,0,19,11,,23,,,1,4,, +schalra01,1912,1,CHA,AL,23,63,7,18,2,0,0,8,2,,3,,,4,3,, +scharbi01,1912,1,BRO,NL,7,6,0,0,0,0,0,0,0,,0,0,,0,0,, +schegle01,1912,1,WS1,AL,2,2,0,0,0,0,0,0,0,,0,,,0,0,, +schulal01,1912,1,NYA,AL,3,5,1,0,0,0,0,0,0,,2,,,0,0,, +schulfr01,1912,1,CHN,NL,139,553,90,146,27,11,12,64,17,,53,70,,7,19,, +schuljo03,1912,1,BSN,NL,4,12,1,3,1,0,0,4,0,,0,2,,0,0,, +schwiar01,1912,1,BSN,NL,1,2,0,1,0,0,0,0,0,,0,0,,0,0,, +scottji01,1912,1,CHA,AL,6,12,0,0,0,0,0,0,0,,0,,,0,0,, +seatoto01,1912,1,PHI,NL,44,83,8,18,3,1,0,5,0,,1,32,,0,4,, +severha01,1912,1,CIN,NL,50,114,10,27,0,3,0,13,0,,8,11,,0,4,, +shafeti01,1912,1,NY1,NL,78,163,48,47,4,1,0,23,22,,30,19,,3,7,, +shankho01,1912,1,WS1,AL,116,399,52,92,14,7,1,48,21,,40,,,3,19,, +shanldo01,1912,1,SLA,AL,5,8,1,0,0,0,0,1,0,,2,,,0,0,, +sheanda01,1912,1,BSN,NL,4,10,1,3,0,0,0,0,0,,1,2,,1,0,, +shearge01,1912,1,NYA,AL,4,6,1,1,1,0,0,0,0,,1,,,0,0,, +sheckji01,1912,1,CHN,NL,146,523,85,128,22,10,3,47,15,,122,81,,5,10,, +shoreer01,1912,1,NY1,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shottbu01,1912,1,SLA,AL,154,580,87,168,15,8,2,40,35,,86,,,9,6,, +shultto01,1912,1,PHI,NL,23,21,1,5,2,0,0,2,0,,0,4,,0,0,, +simmoha01,1912,1,NYA,AL,110,401,45,96,17,2,0,41,19,,33,,,7,7,, +simonmi01,1912,1,PIT,NL,42,113,10,34,2,1,0,11,1,,5,9,,0,0,, +smithch02,1912,1,CHN,NL,21,35,4,9,1,0,0,2,0,,1,4,,0,2,, +smithdo01,1912,1,BOS,AL,1,0,0,0,0,0,0,0,0,0,0,,0,0,0,0,0 +smithfr03,1912,1,CIN,NL,7,6,2,0,0,0,0,0,0,,2,1,,0,0,, +smithha05,1912,1,CHA,AL,1,1,0,0,0,0,0,1,0,,0,,,0,1,, +smithja02,1912,1,DET,AL,1,0,0,0,0,0,0,0,0,,0,,,0,0,, +smithkl01,1912,1,NYA,AL,7,27,0,5,1,0,0,0,1,,0,,,0,1,, +smithre02,1912,1,BRO,NL,128,486,75,139,28,6,4,57,22,,54,51,,4,16,, +smithsh01,1912,1,PIT,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithwa01,1912,1,SLN,NL,75,219,22,56,5,5,0,26,4,,29,27,,3,6,, +smoyehe01,1912,1,SLA,AL,6,14,1,3,0,0,0,0,0,,2,,,0,0,, +snellch01,1912,1,SLA,AL,8,19,0,4,1,0,0,0,0,,3,,,1,0,, +snodgfr01,1912,1,NY1,NL,146,535,91,144,24,9,3,69,43,,70,65,,8,21,, +snydefr01,1912,1,SLN,NL,11,18,2,2,0,0,0,0,1,,2,7,,0,0,, +sommeru01,1912,1,CHN,NL,1,1,0,0,0,0,0,1,0,,1,0,,0,0,, +speaktr01,1912,1,BOS,AL,153,580,136,222,53,12,10,90,52,,82,,,6,7,, +spencha01,1912,1,SLA,AL,1,0,0,0,0,0,0,0,0,0,0,,0,0,0,0,0 +spratha01,1912,1,BSN,NL,27,89,6,23,3,2,3,15,2,,7,11,,0,0,, +stacked01,1912,1,BRO,NL,28,52,2,7,0,0,0,3,1,,2,12,,0,2,, +stahlja01,1912,1,BOS,AL,95,326,40,98,21,6,3,60,13,,31,,,6,17,, +stanaos01,1912,1,DET,AL,121,394,35,103,9,4,0,41,3,,34,,,4,8,, +starkdo01,1912,1,BRO,NL,8,22,2,4,0,0,0,2,2,,1,3,,0,2,, +steelbi01,1912,1,SLN,NL,41,61,5,11,2,1,0,8,0,,9,15,,0,1,, +steenbi01,1912,1,CLE,AL,26,48,5,13,0,1,0,1,4,,3,,,0,1,, +steinge01,1912,1,PHI,NL,3,9,0,2,1,0,0,1,0,,0,3,,0,0,, +stengca01,1912,1,BRO,NL,17,57,9,18,1,0,1,13,5,,15,9,,1,1,, +stephji01,1912,1,SLA,AL,75,205,13,51,7,5,0,22,3,,7,,,0,7,, +sterrdu01,1912,1,NYA,AL,66,230,30,61,4,7,1,32,8,,11,,,4,6,, +stovage01,1912,1,SLA,AL,116,398,35,101,17,5,0,45,11,,14,,,4,8,, +streega01,1912,1,NYA,AL,29,88,4,16,1,1,0,6,1,,7,,,2,1,, +strunam01,1912,1,PHA,AL,122,412,58,119,13,12,3,63,29,,47,,,3,25,, +stumpbi01,1912,1,NYA,AL,42,129,8,31,0,0,0,10,5,,6,,,1,7,, +sugdejo01,1912,1,DET,AL,1,4,1,1,0,0,0,0,0,,0,,,0,0,, +suggsge01,1912,1,CIN,NL,42,106,10,17,2,0,1,11,0,,9,26,,0,5,, +sullibi03,1912,1,CHA,AL,41,91,9,19,2,1,0,15,0,,9,,,1,7,, +summeed01,1912,1,DET,AL,3,6,1,3,0,0,0,0,0,,0,,,0,0,, +sweenbi02,1912,1,BSN,NL,153,593,84,204,31,13,1,100,27,,68,34,,5,33,, +sweened01,1912,1,NYA,AL,110,351,37,94,12,1,0,30,6,,27,,,3,7,, +tannele01,1912,1,CHA,AL,4,3,0,0,0,0,0,0,0,,1,,,1,0,, +taylobe01,1912,1,CIN,NL,2,2,0,0,0,0,0,0,0,,1,0,,0,0,, +taylowi01,1912,1,CHA,AL,3,5,0,0,0,0,0,0,0,,0,,,0,0,, +tennato01,1912,1,SLA,AL,2,2,1,0,0,0,0,0,0,,0,,,0,0,, +tesreje01,1912,1,NY1,NL,36,82,1,12,1,2,0,6,0,,4,12,,0,2,, +thomair01,1912,1,PHA,AL,48,139,14,30,4,2,1,13,3,,8,,,2,5,, +thomapi01,1912,1,BOS,AL,13,30,0,6,0,0,0,5,1,,2,,,0,1,, +thompho01,1912,1,NYA,AL,1,0,0,0,0,0,0,0,0,,0,,,0,0,, +thompto01,1912,1,NYA,AL,8,10,0,3,0,0,0,0,0,,2,,,0,1,, +tinkejo01,1912,1,CHN,NL,142,550,80,155,24,7,0,75,25,,38,21,,2,34,, +titusjo01,1912,1,PHI,NL,45,157,43,43,9,5,3,22,6,,33,14,,1,3,, +titusjo01,1912,2,BSN,NL,96,345,56,112,23,6,2,48,5,,49,20,,9,12,, +tompkch01,1912,1,CIN,NL,1,1,0,1,0,0,0,0,0,,0,0,,0,0,, +toneyfr01,1912,1,CHN,NL,9,4,0,0,0,0,0,0,0,,1,0,,0,0,, +toolebe01,1912,1,BRO,NL,77,265,34,62,6,5,2,37,12,,19,21,,0,14,, +traveal01,1912,1,DET,AL,1,3,0,0,0,0,0,0,0,,0,,,0,0,, +troybu01,1912,1,DET,AL,1,2,0,0,0,0,0,0,0,,0,,,0,0,, +turnete01,1912,1,CLE,AL,103,370,54,114,14,4,0,33,19,,31,,,1,17,, +tylerle01,1912,1,BSN,NL,42,96,8,19,3,0,0,5,0,,4,16,,0,1,, +vandybe01,1912,1,BOS,AL,3,4,0,1,0,0,0,0,0,,0,,,0,0,, +vaughhi01,1912,1,NYA,AL,15,21,3,2,0,0,0,0,0,,0,,,1,0,, +vaughhi01,1912,2,WS1,AL,12,30,2,6,2,0,0,1,0,,0,,,0,0,, +veachbo01,1912,1,DET,AL,23,79,8,27,5,1,0,15,2,,5,,,1,3,, +vernojo01,1912,1,CHN,NL,1,2,0,0,0,0,0,0,0,,0,0,,0,0,, +vioxji01,1912,1,PIT,NL,33,70,8,13,2,3,1,7,2,,3,9,,0,3,, +vittos01,1912,1,DET,AL,76,273,39,67,4,4,0,19,17,,18,,,2,5,, +wagnehe01,1912,1,BOS,AL,144,504,75,138,25,6,2,68,21,,62,,,4,14,, +wagneho01,1912,1,PIT,NL,145,558,91,181,35,20,7,102,26,,59,38,,6,11,, +waldefr01,1912,1,SLA,AL,1,0,0,0,0,0,0,0,0,,0,,,0,0,, +walkedi01,1912,1,WS1,AL,9,16,4,2,1,0,0,0,0,,6,,,0,0,, +walkemy01,1912,1,CLE,AL,1,0,0,0,0,0,0,0,0,0,0,,0,0,0,0,0 +walkero01,1912,1,CLE,AL,1,0,0,0,0,0,0,0,0,0,0,,0,0,0,0,0 +walketi01,1912,1,WS1,AL,39,110,22,30,2,1,0,9,11,,8,,,2,0,, +wallabo01,1912,1,SLA,AL,100,323,39,78,14,5,0,31,3,,43,,,1,5,, +wallahu01,1912,1,PHI,NL,4,0,0,0,0,0,0,0,0,,1,0,,0,0,, +walshed01,1912,1,CHA,AL,62,136,12,33,4,1,0,12,0,,14,,,0,4,, +walshji01,1912,1,PHI,NL,51,150,16,40,6,3,2,19,3,,8,20,,0,7,, +walshji02,1912,1,PHA,AL,31,107,11,27,8,2,0,15,7,,12,,,0,2,, +wardha01,1912,1,DET,AL,1,2,0,0,0,0,0,0,0,,0,,,0,0,, +warhoja01,1912,1,NYA,AL,39,92,12,19,2,0,0,6,2,,7,,,1,2,, +warneed01,1912,1,PIT,NL,11,15,1,2,0,0,0,1,0,,1,5,,0,0,, +weavebu01,1912,1,CHA,AL,147,523,55,117,21,8,1,43,12,,9,,,6,15,, +weilmca01,1912,1,SLA,AL,9,17,1,2,0,0,0,1,0,,3,,,0,1,, +wheatch01,1912,1,DET,AL,5,12,0,0,0,0,0,0,0,,0,,,0,0,, +wheatza01,1912,1,BRO,NL,123,453,70,138,28,7,8,65,16,,39,40,,6,7,, +whitedo01,1912,1,CHA,AL,32,56,5,7,1,1,0,0,0,,7,,,0,2,, +whitegi01,1912,1,BSN,NL,2,3,0,0,0,0,0,0,0,,0,3,,0,0,, +whitest01,1912,1,WS1,AL,1,0,0,0,0,0,0,0,0,0,0,,0,0,0,0,0 +whitest01,1912,2,BSN,NL,3,3,0,0,0,0,0,0,0,,0,3,,0,0,, +whittpo01,1912,1,SLN,NL,12,46,7,12,3,0,0,7,1,,3,5,,0,2,, +wiliede01,1912,1,SLN,NL,30,48,2,11,0,1,0,6,0,,7,9,,2,2,, +willeed01,1912,1,DET,AL,37,115,6,19,4,1,2,10,0,,4,,,0,3,, +willibo01,1912,1,NYA,AL,20,44,7,6,1,0,0,3,0,,9,,,0,2,, +willicy01,1912,1,CHN,NL,28,62,3,15,1,1,0,1,2,,6,14,,0,2,, +willigu02,1912,1,SLA,AL,64,216,32,63,13,7,2,32,18,,27,,,0,3,, +willijo01,1912,1,SLN,NL,31,38,2,6,1,0,0,3,0,,1,11,,0,1,, +williri01,1912,1,WS1,AL,61,157,14,50,11,4,0,22,2,,7,,,1,3,, +wilsoar01,1912,1,NY1,NL,65,121,17,35,6,0,3,19,2,,13,14,,0,6,, +wilsoch01,1912,1,PIT,NL,152,583,80,175,19,36,11,95,16,,35,67,,2,23,, +wiltsho01,1912,1,NY1,NL,28,46,5,15,2,0,0,3,1,,2,5,,0,1,, +wingoiv01,1912,1,SLN,NL,100,310,38,82,18,8,2,44,8,,23,45,,1,3,, +wolfepo01,1912,1,CHA,AL,1,1,0,0,0,0,0,0,0,,0,,,0,0,, +wolfer01,1912,1,CLE,AL,1,2,0,0,0,0,0,0,0,,0,,,0,0,, +wolteha01,1912,1,NYA,AL,12,32,8,11,2,1,0,1,5,,10,,,1,0,, +wolveha01,1912,1,NYA,AL,34,50,6,15,1,1,0,4,1,,2,,,1,1,, +woodbge01,1912,1,SLN,NL,20,13,1,0,0,0,0,1,0,,1,9,,0,0,, +woodjo02,1912,1,BOS,AL,43,124,16,36,13,1,1,13,0,,11,,,0,6,, +worksra01,1912,1,DET,AL,27,56,3,8,1,0,0,4,0,,1,,,0,3,, +worksra01,1912,2,CIN,NL,3,5,0,1,0,0,0,0,0,,0,1,,0,0,, +yantzge01,1912,1,CHN,NL,1,1,0,1,0,0,0,0,0,,0,0,,0,0,, +yerkest02,1912,1,BOS,AL,131,523,73,132,22,6,0,42,4,,41,,,4,25,, +yinglea01,1912,1,BRO,NL,25,64,9,16,2,1,0,3,0,,4,6,,1,1,, +zackege01,1912,1,SLN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +zeidero01,1912,1,CHA,AL,130,420,57,103,12,10,1,42,47,,50,,,3,24,, +zimmehe01,1912,1,CHN,NL,145,557,95,207,41,14,14,99,23,,38,60,,6,18,, +zinngu01,1912,1,NYA,AL,106,401,56,105,15,10,6,55,17,,50,,,1,10,, +acostme01,1913,1,WS1,AL,12,20,3,6,0,1,0,1,2,,4,2,,0,0,, +adamsba01,1913,1,PIT,NL,43,114,13,33,6,2,0,13,0,,1,16,,0,3,, +adamswi01,1913,1,SLA,AL,4,1,0,0,0,0,0,0,0,,1,1,,0,0,, +agnewsa01,1913,1,SLA,AL,105,307,27,64,9,5,2,24,11,,20,49,,7,10,, +ainsmed01,1913,1,WS1,AL,84,229,26,49,4,4,2,20,17,,12,41,,3,2,, +alexape01,1913,1,PHI,NL,47,103,9,13,4,1,0,4,0,,3,21,,0,3,, +alexawa01,1913,1,SLA,AL,43,110,5,15,2,1,0,7,1,,4,36,,1,3,, +allenfr01,1913,1,BRO,NL,34,51,5,7,0,1,1,3,0,,3,23,,0,2,, +allisma01,1913,1,SLA,AL,11,14,0,0,0,0,0,0,0,,0,9,,0,0,, +allismi01,1913,1,CHN,NL,2,6,1,2,0,0,0,0,1,,0,1,,0,0,, +almeira01,1913,1,CIN,NL,50,130,14,34,4,2,3,21,4,,11,16,,1,2,, +altroni01,1913,1,WS1,AL,4,1,0,0,0,0,0,0,0,,0,0,,0,0,, +amesre01,1913,1,NY1,NL,8,13,1,2,0,0,0,1,1,,0,5,,0,1,, +amesre01,1913,2,CIN,NL,31,59,2,6,0,0,0,2,0,,1,22,,0,4,, +anderfr01,1913,1,BOS,AL,10,20,0,1,0,0,0,1,0,,0,7,,0,0,, +archeji01,1913,1,CHN,NL,111,368,38,98,14,7,2,44,4,,19,27,,5,11,, +austiji01,1913,1,SLA,AL,142,489,56,130,18,6,2,42,37,,45,51,,8,17,, +ayersdo01,1913,1,WS1,AL,4,7,0,0,0,0,0,0,0,,0,1,,0,0,, +bakerfr01,1913,1,PHA,AL,149,564,116,190,34,9,12,117,34,,63,31,,10,7,, +balenmi01,1913,1,SLA,AL,70,211,17,38,2,4,0,11,3,,6,32,,1,9,, +ballne01,1913,1,BOS,AL,23,58,9,10,2,0,0,4,3,,9,13,,1,2,, +barryja01,1913,1,PHA,AL,134,455,62,125,20,6,3,85,15,,44,32,,8,28,, +baskeji01,1913,1,CLE,AL,2,1,1,1,1,0,0,0,0,,0,0,,0,0,, +bassljo01,1913,1,CLE,AL,1,2,0,0,0,0,0,0,0,,0,0,,0,0,, +batesjo02,1913,1,CIN,NL,131,407,63,113,13,7,6,51,21,,67,30,,6,12,, +batesra01,1913,1,CLE,AL,27,30,4,5,0,2,0,4,3,,3,9,,1,1,, +baumapa01,1913,1,DET,AL,50,191,31,57,7,4,1,22,4,,16,18,,0,10,, +baumgge01,1913,1,SLA,AL,38,78,5,13,3,0,0,8,0,,14,24,,0,0,, +bealljo01,1913,1,CLE,AL,6,6,0,1,0,0,0,1,0,,0,2,,0,0,, +bealljo01,1913,2,CHA,AL,17,60,10,16,0,1,2,3,1,,0,0,,1,0,, +beckebe01,1913,1,CIN,NL,30,108,11,32,5,3,0,14,0,,6,12,,0,1,, +beckebe01,1913,2,PHI,NL,88,306,53,99,19,10,9,44,11,,22,30,,0,6,, +beckzi01,1913,1,SLN,NL,10,30,4,5,1,0,0,2,1,,4,10,,0,2,, +bediehu01,1913,1,BOS,AL,43,80,4,10,1,0,0,5,0,,6,31,,0,5,, +bendech01,1913,1,PHA,AL,48,78,7,12,3,1,0,10,1,,6,17,,0,5,, +bentlja01,1913,1,WS1,AL,3,3,0,0,0,0,0,0,0,,0,0,,0,0,, +bentoru01,1913,1,CIN,NL,23,48,8,10,0,1,0,8,0,,4,7,,0,2,, +benzjo01,1913,1,CHA,AL,33,50,3,9,2,0,0,4,0,,0,14,,0,2,, +bergejo01,1913,1,CHA,AL,79,223,27,48,6,2,2,20,5,,36,28,,2,11,, +berghma01,1913,1,CIN,NL,74,188,25,41,4,1,1,13,16,,10,29,,3,9,, +beschbo01,1913,1,CIN,NL,141,511,86,132,22,11,1,37,38,,94,68,,3,7,, +bettsha01,1913,1,CIN,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +billijo01,1913,1,CLE,AL,1,3,0,0,0,0,0,0,0,,0,3,,0,0,, +birmijo01,1913,1,CLE,AL,47,131,16,37,9,1,0,15,7,,8,22,,0,9,, +bislari01,1913,1,SLA,AL,12,44,3,6,0,0,0,3,0,,2,5,,1,0,, +blackea01,1913,1,CIN,NL,17,27,1,7,0,0,0,3,2,,2,5,,0,0,, +blandfr01,1913,1,CLE,AL,41,86,4,21,2,2,0,8,2,,5,12,,1,2,, +boardch01,1913,1,PHA,AL,2,3,0,0,0,0,0,0,0,,0,2,,0,0,, +bodiepi01,1913,1,CHA,AL,127,406,39,107,14,8,8,48,5,,35,57,,2,21,, +boehlge01,1913,1,DET,AL,1,3,0,1,1,0,0,0,0,,0,0,,0,0,, +boehljo01,1913,1,WS1,AL,38,86,8,19,2,0,0,6,1,,2,13,,0,1,, +bohenpa01,1913,1,PHA,AL,1,3,0,0,0,0,0,0,0,,0,0,,0,0,, +boninlu01,1913,1,SLA,AL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +booeev01,1913,1,PIT,NL,29,80,9,16,0,2,0,2,2,,6,9,,0,2,, +boonelu01,1913,1,NYA,AL,6,12,3,4,0,0,0,1,0,,3,1,,0,0,, +bortoba01,1913,1,CHA,AL,28,80,9,22,5,0,0,13,1,,23,5,,1,2,, +bortoba01,1913,2,NYA,AL,33,108,8,14,2,0,0,11,1,,18,19,,1,4,, +brennad01,1913,1,PHI,NL,40,67,3,11,2,0,0,2,0,,1,12,,0,3,, +brently01,1913,1,CLE,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bresnro01,1913,1,CHN,NL,69,162,20,37,5,2,1,21,7,,21,11,,2,4,, +bretoji01,1913,1,CHA,AL,12,30,1,5,1,1,0,2,0,,1,5,,0,1,, +brickge01,1913,1,PHA,AL,5,12,0,2,0,1,0,0,0,,0,4,,1,0,, +bridwal01,1913,1,CHN,NL,136,405,35,97,6,6,1,37,12,,74,28,,1,15,, +briefbu01,1913,1,SLA,AL,85,258,24,56,11,6,1,26,3,,21,46,,3,11,, +brittgi01,1913,1,PIT,NL,3,12,0,0,0,0,0,0,0,,0,2,,0,0,, +brownbo01,1913,1,PHA,AL,43,82,5,13,1,0,1,6,0,,1,30,,0,2,, +brownbu01,1913,1,BSN,NL,2,5,1,0,0,0,0,0,0,,2,2,,0,0,, +browncu01,1913,1,SLA,AL,2,5,0,2,0,0,0,0,0,,0,1,,0,0,, +browndr01,1913,1,BSN,NL,15,34,3,11,1,0,1,2,0,,2,9,,0,1,, +brownel01,1913,1,BRO,NL,3,4,0,0,0,0,0,0,0,,0,2,,0,0,, +brownmo01,1913,1,CIN,NL,39,54,2,11,0,1,0,3,0,,1,10,,0,3,, +buesar01,1913,1,BSN,NL,2,1,0,0,0,0,0,0,0,,0,1,,0,0,, +burksa01,1913,1,SLN,NL,19,22,1,2,0,0,0,0,0,,1,9,,0,0,, +burnsed01,1913,1,PHI,NL,17,30,3,6,3,0,0,3,2,,6,3,,1,0,, +burnsge01,1913,1,NY1,NL,150,605,81,173,37,4,2,54,40,,58,74,,4,9,, +burnsjo01,1913,1,DET,AL,4,13,0,5,0,0,0,1,0,,2,4,,1,0,, +bushdo01,1913,1,DET,AL,153,597,98,150,19,10,1,40,44,,80,32,,4,13,, +bushjo01,1913,1,PHA,AL,39,70,8,11,3,1,0,1,0,,2,21,,0,2,, +butlear01,1913,1,PIT,NL,82,214,40,60,9,3,0,20,9,,32,14,,2,7,, +byrnebo01,1913,1,PIT,NL,113,448,54,121,22,0,1,47,10,,29,28,,5,11,, +byrnebo01,1913,2,PHI,NL,19,58,9,13,1,0,1,4,2,,5,3,,2,1,, +cabreal01,1913,1,SLN,NL,1,2,0,0,0,0,0,0,0,,0,0,,0,0,, +cadyhi01,1913,1,BOS,AL,40,96,10,24,5,2,0,6,1,,5,14,,1,3,, +caldwra02,1913,1,NYA,AL,59,97,10,28,3,2,0,11,3,,3,15,,0,2,, +calhobi01,1913,1,BSN,NL,6,13,0,1,0,0,0,0,0,,0,3,,0,0,, +callale01,1913,1,BRO,NL,33,41,6,7,3,1,0,3,0,,4,5,,0,0,, +callani01,1913,1,CHA,AL,6,9,0,2,0,0,0,1,0,,0,2,,0,0,, +callawe01,1913,1,SLN,NL,7,14,0,4,0,0,0,1,1,,2,2,,0,1,, +calvoja01,1913,1,WS1,AL,17,33,5,8,0,0,1,2,0,,1,4,,0,3,, +camniho01,1913,1,PIT,NL,36,59,4,9,2,1,0,2,0,,0,16,,0,0,, +camniho01,1913,2,PHI,NL,9,16,0,1,0,0,0,0,0,,1,7,,0,0,, +caprora01,1913,1,PHI,NL,2,1,1,0,0,0,0,0,0,,0,0,,0,0,, +careyma01,1913,1,PIT,NL,154,620,99,172,23,10,5,49,61,,55,67,,3,14,, +carisfr01,1913,1,CLE,AL,82,222,11,48,4,2,0,26,6,,21,19,,1,2,, +carribi02,1913,1,BOS,AL,87,256,17,62,15,5,0,28,6,,27,26,,2,8,, +cashica01,1913,1,WS1,AL,7,12,1,3,0,0,0,2,0,,1,1,,0,0,, +cathete01,1913,1,SLN,NL,67,183,16,39,8,4,0,12,7,,9,24,,0,4,, +chalmge01,1913,1,PHI,NL,26,33,2,7,0,0,0,1,0,,0,13,,0,1,, +chancfr01,1913,1,NYA,AL,12,24,3,5,0,0,0,6,1,,8,1,,0,1,, +chanees01,1913,1,BOS,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chapmha01,1913,1,CIN,NL,2,2,0,1,0,0,0,0,0,,0,1,,0,0,, +chapmra01,1913,1,CLE,AL,141,508,78,131,19,7,3,39,29,,46,51,,2,45,, +chappla01,1913,1,CHA,AL,60,208,20,48,8,1,0,15,7,,18,22,,1,5,, +chaseha01,1913,1,NYA,AL,39,146,15,31,2,4,0,9,5,,11,13,,0,3,, +chaseha01,1913,2,CHA,AL,102,384,49,110,11,10,2,39,9,,16,41,,3,11,, +chenela01,1913,1,CHN,NL,56,104,6,20,3,0,0,7,0,,10,34,,1,6,, +cicoted01,1913,1,CHA,AL,41,91,7,13,2,0,0,2,0,,4,16,,0,4,, +clarkfr01,1913,1,PIT,NL,9,13,0,1,1,0,0,0,0,,0,0,,0,1,, +clarkge01,1913,1,NYA,AL,11,4,0,2,1,0,0,0,0,,0,0,,0,0,, +clarkto01,1913,1,CIN,NL,114,330,29,87,11,8,1,38,2,,39,40,,2,3,, +clausal01,1913,1,DET,AL,5,4,0,0,0,0,0,0,0,,0,3,,0,0,, +clymeot01,1913,1,CHN,NL,30,105,16,24,5,1,0,7,9,,14,18,,0,1,, +clymeot01,1913,2,BSN,NL,14,37,4,12,3,1,0,6,2,,3,3,,0,1,, +cobbty01,1913,1,DET,AL,122,428,70,167,18,16,4,67,51,,58,31,,4,11,, +cocrege01,1913,1,BSN,NL,1,4,0,0,0,0,0,0,0,,0,2,,0,0,, +colembo01,1913,1,PIT,NL,24,50,5,9,2,0,0,9,0,,7,8,,0,3,, +collibi02,1913,1,BRO,NL,32,95,8,18,1,0,0,4,2,,8,11,,2,2,, +collied01,1913,1,PHA,AL,148,534,125,184,23,13,3,73,55,,85,37,,7,26,, +collira01,1913,1,BOS,AL,30,80,10,12,2,3,1,6,0,,7,31,,1,7,, +collish01,1913,1,CHA,AL,148,535,53,128,26,9,1,47,22,,32,60,,3,28,, +colliwi01,1913,1,BSN,NL,16,3,3,1,0,0,0,0,0,,0,1,,0,0,, +comptpe01,1913,1,SLA,AL,63,100,14,18,5,2,2,17,2,,13,13,,0,2,, +comstra01,1913,1,DET,AL,10,22,2,5,2,0,0,3,0,,0,7,,0,0,, +connojo04,1913,1,BSN,NL,126,427,79,120,18,11,5,57,18,,66,47,,1,19,, +conzejo01,1913,1,PIT,NL,3,4,0,0,0,0,0,0,0,,0,2,,0,0,, +cookdo01,1913,1,NYA,AL,20,72,9,19,2,1,0,1,1,,10,4,,2,3,, +coombja01,1913,1,PHA,AL,2,3,1,1,1,0,0,0,0,,0,2,,0,0,, +coopecl01,1913,1,NY1,NL,27,30,11,9,4,0,0,4,3,,4,6,,0,0,, +coopewi01,1913,1,PIT,NL,30,26,2,2,0,0,0,1,0,,3,9,,0,1,, +corrire01,1913,1,CHN,NL,46,97,13,17,3,0,2,9,4,,10,14,,0,2,, +costeda01,1913,1,NYA,AL,2,2,1,1,0,0,0,0,0,,0,0,,0,0,, +cottren01,1913,1,PHA,AL,2,4,0,1,1,0,0,3,0,,2,1,,0,0,, +covinsa01,1913,1,SLA,AL,20,60,3,9,0,1,0,4,3,,4,6,,0,2,, +cranddo01,1913,1,NY1,NL,31,25,4,7,2,1,0,2,0,,1,5,,0,0,, +cranddo01,1913,2,SLN,NL,2,2,0,0,0,0,0,0,0,,0,2,,0,0,, +cranddo01,1913,3,NY1,NL,15,22,3,8,2,0,0,2,0,0,2,3,0,0,0,, +cravaga01,1913,1,PHI,NL,147,525,78,179,34,14,19,128,10,,55,63,,3,11,, +crawfsa01,1913,1,DET,AL,153,609,78,193,32,23,9,83,13,,52,28,,0,10,, +creebi01,1913,1,NYA,AL,145,534,51,145,25,6,1,63,22,,50,51,,4,17,, +crossfr02,1913,1,SLA,AL,4,4,1,1,0,0,0,0,0,,1,1,,1,1,, +cruthpr01,1913,1,PHA,AL,3,12,0,3,1,0,0,0,0,,0,0,,0,0,, +culloni01,1913,1,CLE,AL,23,31,2,4,0,0,0,0,0,,2,10,,0,3,, +curticl01,1913,1,BRO,NL,30,49,1,6,0,0,0,4,0,,1,16,,0,5,, +cutshge01,1913,1,BRO,NL,147,592,72,158,23,13,7,80,39,,39,22,,3,19,, +daleyto01,1913,1,PHA,AL,62,141,13,36,2,1,0,11,4,,13,28,,2,5,, +dalyto02,1913,1,CHA,AL,1,3,0,0,0,0,0,0,0,,0,0,,0,0,, +daniebe01,1913,1,NYA,AL,94,320,52,69,13,5,0,22,27,,44,36,,18,4,, +dashnle01,1913,1,CLE,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +daubeja01,1913,1,BRO,NL,139,508,76,178,17,7,2,52,25,,44,40,,3,17,, +daussho01,1913,1,DET,AL,33,79,15,14,3,2,0,7,0,,9,14,,1,1,, +davisge02,1913,1,BSN,NL,2,2,0,0,0,0,0,0,0,,0,0,,0,0,, +davisha01,1913,1,PHA,AL,7,17,2,6,2,0,0,4,0,,1,4,,0,0,, +dawsore01,1913,1,WS1,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dealch01,1913,1,DET,AL,16,50,3,11,0,2,0,3,2,,1,7,,0,2,, +dealch01,1913,2,BSN,NL,10,36,6,11,1,0,0,3,1,,2,1,,1,2,, +demaral01,1913,1,NY1,NL,31,66,5,7,0,1,0,1,0,,3,22,,0,1,, +derricl01,1913,1,NYA,AL,23,65,7,19,1,0,1,7,2,,5,8,,1,0,, +devliar01,1913,1,BSN,NL,73,210,19,48,7,5,0,12,8,,29,17,,2,4,, +devogre01,1913,1,BSN,NL,3,6,0,0,0,0,0,0,0,,0,3,,0,0,, +devorjo01,1913,1,NY1,NL,16,21,4,4,0,1,0,1,6,,3,4,,1,0,, +devorjo01,1913,2,CIN,NL,66,217,30,58,6,4,3,14,17,,12,21,,1,9,, +devorjo01,1913,3,PHI,NL,23,39,9,11,1,0,0,5,0,,4,7,,1,0,, +dickswa01,1913,1,BSN,NL,19,45,4,8,0,0,0,5,0,,2,10,,0,1,, +doakbi01,1913,1,SLN,NL,15,31,0,1,0,0,0,0,0,,1,18,,0,0,, +dodgejo01,1913,1,PHI,NL,3,3,0,1,0,0,0,0,0,,2,0,,0,0,, +dodgejo01,1913,2,CIN,NL,94,323,35,78,8,8,4,45,11,,10,34,,2,9,, +dolanco02,1913,1,PHI,NL,55,126,15,33,4,0,0,8,9,,1,21,,1,2,, +dolanco02,1913,2,PIT,NL,35,133,22,27,5,2,0,9,14,,15,14,,1,2,, +dooinre01,1913,1,PHI,NL,55,129,6,33,4,1,0,13,1,,3,9,,0,2,, +doolami01,1913,1,PHI,NL,151,518,32,113,12,6,1,43,17,,29,68,,2,19,, +doylela01,1913,1,NY1,NL,132,482,67,135,25,6,5,73,38,,59,29,,5,12,, +drohato01,1913,1,WS1,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dubucje01,1913,1,DET,AL,68,135,17,36,5,3,2,11,1,,2,17,,0,4,, +duffybe01,1913,1,PIT,NL,3,4,0,1,0,0,0,1,0,,0,1,,0,0,, +dugeyos01,1913,1,BSN,NL,5,8,1,2,0,0,0,0,0,,1,1,,0,0,, +duncave01,1913,1,PHI,NL,8,12,3,5,1,0,0,1,0,,0,3,,0,0,, +dunloge01,1913,1,CLE,AL,7,17,3,4,1,0,0,0,0,,0,5,,0,0,, +eastete01,1913,1,CHA,AL,60,97,3,23,1,0,0,8,2,,4,9,,0,3,, +eayrsed01,1913,1,PIT,NL,4,6,0,1,0,0,0,0,0,,0,1,,0,0,, +edmoned01,1913,1,CLE,AL,2,5,0,0,0,0,0,0,0,,0,0,,0,0,, +egandi01,1913,1,CIN,NL,60,195,15,55,7,3,0,22,6,,15,13,,0,11,, +elderhe01,1913,1,DET,AL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +engeljo01,1913,1,WS1,AL,36,49,1,3,0,0,0,0,0,,1,26,,0,1,, +englecl01,1913,1,BOS,AL,143,498,75,144,17,12,2,50,28,,53,41,,5,13,, +erwinte01,1913,1,BRO,NL,20,31,6,8,1,0,0,3,0,,4,5,,0,1,, +evansst01,1913,1,SLN,NL,97,245,18,61,15,6,1,31,5,,20,28,,6,1,, +eversjo01,1913,1,CHN,NL,136,446,81,127,20,5,3,49,11,,50,14,,3,24,, +eversjo02,1913,1,NY1,NL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +falkecy01,1913,1,CLE,AL,39,84,0,10,1,0,0,5,2,,9,41,,2,6,, +ferryja01,1913,1,PIT,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +finneha01,1913,1,PHI,NL,3,3,2,2,0,1,0,0,0,,0,0,,0,0,, +fischwi01,1913,1,BRO,NL,62,165,16,44,9,4,1,12,0,,10,5,,1,2,, +fishebo01,1913,1,BRO,NL,132,474,42,124,11,10,4,54,16,,10,43,,1,16,, +fishera01,1913,1,NYA,AL,43,79,5,22,2,0,0,3,1,,1,15,,0,6,, +flanach01,1913,1,SLA,AL,4,3,0,0,0,0,0,0,0,,1,0,,0,0,, +fletcar01,1913,1,NY1,NL,136,538,76,160,20,9,4,71,32,,24,35,,15,17,, +fordru01,1913,1,NYA,AL,33,74,5,12,1,1,0,3,5,,7,29,,1,2,, +fosteed02,1913,1,WS1,AL,106,409,56,101,11,5,1,41,22,,36,31,,1,3,, +fosteru01,1913,1,BOS,AL,20,21,0,2,0,0,0,3,0,,1,7,,0,0,, +fournja01,1913,1,CHA,AL,68,172,20,40,8,5,1,23,9,,21,23,,2,3,, +fritzha01,1913,1,PHA,AL,5,13,1,0,0,0,0,0,0,,2,4,,1,1,, +frommar01,1913,1,CIN,NL,9,21,1,3,2,0,0,0,0,,1,5,,0,0,, +frommar01,1913,2,NY1,NL,26,35,2,6,2,0,0,3,0,,1,8,,0,3,, +gainede01,1913,1,DET,AL,105,363,47,97,16,8,2,25,10,,30,45,,6,4,, +gallibe01,1913,1,WS1,AL,31,23,1,2,0,0,0,0,0,,1,8,,0,0,, +gandich01,1913,1,WS1,AL,148,550,61,175,25,8,1,72,22,,36,33,,3,14,, +gardnla01,1913,1,BOS,AL,131,473,64,133,17,10,0,63,18,,47,34,,1,14,, +gedeojo01,1913,1,WS1,AL,29,71,3,13,1,3,0,6,3,,1,6,,1,1,, +gervale01,1913,1,BSN,NL,6,5,1,0,0,0,0,0,0,,1,0,,0,0,, +geyerru01,1913,1,SLN,NL,30,22,1,2,0,0,0,1,0,,0,3,,0,1,, +gibsofr01,1913,1,DET,AL,23,57,8,8,1,0,0,2,2,,3,9,,1,1,, +gibsoge01,1913,1,PIT,NL,48,118,6,33,4,2,0,12,2,,10,8,,1,7,, +giebejo01,1913,1,PHA,AL,1,3,0,1,0,0,0,0,0,,0,1,,0,0,, +gilhofr01,1913,1,NYA,AL,24,85,10,29,2,1,0,14,6,,4,9,,1,3,, +glavelu01,1913,1,CLE,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +goodwi01,1913,1,CHN,NL,49,91,11,23,3,2,1,12,5,,11,16,,1,0,, +gossedi01,1913,1,NYA,AL,39,105,9,17,2,0,0,9,1,,10,22,,3,4,, +gowdyha01,1913,1,BSN,NL,3,5,0,3,1,0,0,2,0,,3,2,,0,0,, +grafffr01,1913,1,SLA,AL,4,5,1,2,1,0,0,2,0,,3,3,,0,1,, +graneja01,1913,1,CLE,AL,148,517,56,138,18,12,3,68,27,,48,55,,5,13,, +granted01,1913,1,CIN,NL,27,94,12,20,1,0,0,9,7,,11,10,,0,1,, +granted01,1913,2,NY1,NL,27,20,8,4,1,0,0,1,1,,2,2,,0,0,, +greggda01,1913,1,CLE,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +greggve01,1913,1,CLE,AL,44,99,3,13,4,0,0,2,0,,1,22,,0,4,, +griffcl01,1913,1,WS1,AL,1,1,0,1,1,0,0,1,0,,0,0,,0,0,, +griffto01,1913,1,BSN,NL,37,127,16,32,4,1,1,12,1,,9,8,,0,3,, +grineda01,1913,1,SLN,NL,34,81,7,21,3,2,0,8,0,,5,25,,0,2,, +grohhe01,1913,1,NY1,NL,4,2,0,0,0,0,0,0,0,,0,1,,0,0,, +grohhe01,1913,2,CIN,NL,117,397,51,112,19,5,3,48,24,,38,36,,4,19,, +groombo01,1913,1,WS1,AL,37,92,7,15,4,2,0,8,0,,6,24,,0,5,, +grovech01,1913,1,DET,AL,2,3,0,0,0,0,0,0,0,,1,0,,0,1,, +haislji01,1913,1,PHI,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +hallbi01,1913,1,BRO,NL,3,1,0,0,0,0,0,0,0,,0,0,,0,0,, +hallch02,1913,1,BOS,AL,35,42,2,9,1,1,0,2,0,,1,10,,0,1,, +hallma01,1913,1,DET,AL,30,45,2,4,1,0,0,3,0,,1,9,,1,7,, +hamilea01,1913,1,SLA,AL,31,74,3,10,1,0,0,0,0,,7,22,,0,2,, +hanleji01,1913,1,NYA,AL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +hansoha01,1913,1,NYA,AL,1,2,0,0,0,0,0,0,0,,0,0,,0,0,, +hardich01,1913,1,DET,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hargrbu01,1913,1,CHN,NL,3,3,0,1,0,0,0,1,0,,0,0,,0,0,, +harmobo01,1913,1,SLN,NL,46,92,7,24,1,2,0,3,2,,6,22,,1,3,, +harpeha01,1913,1,WS1,AL,4,4,0,1,0,0,0,0,0,,0,2,,0,0,, +harrian01,1913,1,CIN,NL,1,2,0,1,0,0,0,0,0,,0,1,,0,0,, +hartefr01,1913,1,CIN,NL,17,14,1,2,0,0,0,2,0,,0,4,,0,0,, +hartlgr01,1913,1,NY1,NL,23,19,4,6,0,0,0,0,4,,1,2,,0,1,, +hartrra01,1913,1,PHI,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hartzro01,1913,1,NYA,AL,141,490,60,127,18,1,0,38,26,,67,40,,4,16,, +hausear01,1913,1,SLN,NL,22,45,3,13,0,3,0,9,1,,2,2,,2,1,, +hearnbu01,1913,1,NY1,NL,2,5,1,2,0,0,0,1,2,,0,1,,0,0,, +hechimi01,1913,1,CHN,NL,2,2,0,0,0,0,0,0,0,,0,0,,0,0,, +hechimi01,1913,2,BRO,NL,9,11,1,2,1,0,0,0,0,,0,2,,0,0,, +hedgpha01,1913,1,WS1,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hendrcl01,1913,1,PIT,NL,53,99,13,27,5,4,1,8,0,,3,16,,0,2,, +hennele01,1913,1,DET,AL,14,22,2,3,0,0,0,0,2,,3,6,,0,1,, +henriol01,1913,1,BOS,AL,31,40,8,15,1,0,0,2,3,,7,5,,0,0,, +henryjo02,1913,1,WS1,AL,96,273,26,61,8,4,1,26,5,,30,43,,4,8,, +herbeer01,1913,1,CIN,NL,6,4,0,1,0,0,0,0,0,,0,0,,0,0,, +herzobu01,1913,1,NY1,NL,96,290,46,83,15,3,3,31,23,,22,12,,6,6,, +hessot01,1913,1,BSN,NL,35,83,9,26,0,1,2,11,0,,7,15,,0,4,, +highhu01,1913,1,DET,AL,87,183,18,42,6,1,0,16,6,,28,24,,1,4,, +hildepa01,1913,1,SLN,NL,26,55,3,9,2,0,0,1,1,,1,10,,2,0,, +hobbsbi01,1913,1,CIN,NL,4,4,0,0,0,0,0,0,0,,0,3,,0,0,, +hoblidi01,1913,1,CIN,NL,137,502,59,143,23,7,3,62,18,,35,26,,2,19,, +hoffch01,1913,1,NYA,AL,2,1,0,0,0,0,0,0,0,,0,0,,0,0,, +hofmaso01,1913,1,PIT,NL,28,83,11,19,5,2,0,7,3,,8,6,,0,4,, +holdebi01,1913,1,NYA,AL,18,53,6,16,3,1,0,8,0,,8,5,,0,4,, +hoopeha01,1913,1,BOS,AL,148,586,100,169,29,12,4,40,26,,60,51,,5,13,, +hoppebi01,1913,1,SLN,NL,3,8,0,3,0,1,0,1,0,,0,3,,0,0,, +houckby01,1913,1,PHA,AL,41,60,1,5,1,0,0,3,0,,3,19,,0,5,, +housefr02,1913,1,DET,AL,19,10,1,0,0,0,0,1,0,,1,7,,0,0,, +howleda01,1913,1,PHI,NL,26,32,5,4,2,0,0,2,3,,4,4,,0,0,, +huggimi01,1913,1,SLN,NL,121,382,74,109,12,0,0,27,23,,92,49,,7,14,, +hugheto01,1913,1,WS1,AL,36,36,0,4,0,1,0,2,0,,3,14,,1,1,, +hummejo01,1913,1,BRO,NL,67,198,20,48,7,7,2,24,4,,13,23,,1,1,, +humphbe01,1913,1,CHN,NL,28,62,8,12,1,0,0,3,0,,6,17,,1,4,, +huntbe01,1913,1,SLN,NL,2,2,0,0,0,0,0,0,0,,0,0,,0,0,, +hyattha01,1913,1,PIT,NL,63,81,8,27,6,2,4,16,0,,3,8,,2,2,, +imlaydo01,1913,1,PHI,NL,9,3,0,0,0,0,0,0,0,,0,1,,0,0,, +jacksge01,1913,1,BSN,NL,3,10,2,3,0,0,0,0,0,,0,2,,0,1,, +jacksjo01,1913,1,CLE,AL,148,528,109,197,39,17,7,71,26,,80,26,,5,10,, +jamesbi02,1913,1,BSN,NL,24,47,5,12,2,0,0,0,2,,1,12,,0,2,, +jamesle01,1913,1,CLE,AL,11,13,0,3,0,0,0,0,0,,0,5,,0,1,, +janvrha01,1913,1,BOS,AL,87,276,18,57,5,1,3,25,17,,23,27,,2,13,, +johnsch02,1913,1,CIN,NL,44,88,6,10,0,0,1,5,1,,9,38,,0,3,, +johnsdo01,1913,1,CLE,AL,133,530,74,135,19,12,2,39,19,,35,65,,7,11,, +johnsjo02,1913,1,SLA,AL,111,380,37,85,14,4,2,27,11,,42,51,,4,19,, +johnswa01,1913,1,WS1,AL,54,134,12,35,5,6,2,14,2,,5,14,,1,1,, +jonesda01,1913,1,CHA,AL,12,21,2,6,0,0,0,0,1,,9,0,,0,1,, +kaforja01,1913,1,PIT,NL,1,1,1,0,0,0,0,0,0,,0,1,,1,0,, +kahlege01,1913,1,CLE,AL,24,33,1,2,0,0,0,2,0,,1,7,,0,3,, +keatich01,1913,1,CHN,NL,2,5,0,1,1,0,0,0,0,,0,1,,0,0,, +keatira01,1913,1,NYA,AL,28,43,4,3,1,0,0,1,0,,1,17,,1,3,, +kellybi02,1913,1,PIT,NL,48,82,11,22,2,2,0,9,1,,2,12,,2,2,, +kentma01,1913,1,BRO,NL,4,3,0,0,0,0,0,0,0,,0,1,,0,0,, +killebi01,1913,1,PHI,NL,120,360,25,88,14,3,0,24,2,,4,17,,1,10,, +kirkeja01,1913,1,BSN,NL,18,38,3,9,2,0,0,3,0,,1,6,,2,1,, +kirkpen01,1913,1,BRO,NL,48,89,13,22,4,1,1,5,5,,3,18,,2,2,, +klawial01,1913,1,DET,AL,8,11,0,0,0,0,0,0,0,,0,0,,0,0,, +klepfed01,1913,1,NYA,AL,8,6,0,1,0,0,0,1,0,,1,4,,1,0,, +klingjo01,1913,1,CIN,NL,80,209,20,57,7,6,0,23,2,,14,14,,0,3,, +knabeot01,1913,1,PHI,NL,148,571,70,150,25,7,2,53,14,,45,26,,3,41,, +knighjo02,1913,1,NYA,AL,70,250,24,59,10,0,0,24,7,,25,27,,2,6,, +knisepe01,1913,1,CHN,NL,2,2,0,0,0,0,0,0,0,,0,1,,0,0,, +kommefr01,1913,1,PIT,NL,40,155,14,36,5,4,0,22,1,,10,29,,0,3,, +koneted01,1913,1,SLN,NL,140,504,75,139,18,17,8,68,27,,53,41,,7,19,, +kopfla01,1913,1,CLE,AL,6,10,2,3,1,0,0,1,0,,0,0,,0,0,, +krueger01,1913,1,CLE,AL,5,6,0,0,0,0,0,0,0,,0,2,,0,0,, +kuhnwa01,1913,1,CHA,AL,26,50,5,8,1,0,0,5,1,,13,8,,0,0,, +lajoina01,1913,1,CLE,AL,137,465,66,156,25,2,1,68,17,,33,17,,15,12,, +lakejo01,1913,1,DET,AL,28,45,4,12,3,1,1,4,1,,1,10,,0,1,, +landgr01,1913,1,CLE,AL,17,47,3,11,1,0,0,9,1,,4,1,,2,3,, +langefr01,1913,1,CHA,AL,17,18,1,3,1,0,0,1,0,,3,5,,0,1,, +laporfr01,1913,1,WS1,AL,79,242,25,61,5,4,0,18,10,,17,16,,3,4,, +lappja01,1913,1,PHA,AL,82,238,23,54,4,4,1,20,1,,37,26,,2,2,, +lathrbi01,1913,1,CHA,AL,6,4,1,0,0,0,0,1,0,,0,1,,0,0,, +lavando01,1913,1,SLA,AL,46,149,8,21,2,1,0,4,3,,10,46,,3,4,, +lavando01,1913,2,PHA,AL,5,14,1,1,0,1,0,1,0,,0,0,,0,0,, +lavenji01,1913,1,CHN,NL,40,68,2,8,1,0,0,1,0,,0,30,,0,3,, +leachto01,1913,1,CHN,NL,131,456,99,131,23,10,6,32,21,,77,44,,1,6,, +leibone01,1913,1,CLE,AL,93,286,37,74,11,6,0,12,16,,21,43,,0,5,, +leifile01,1913,1,CHN,NL,7,7,1,0,0,0,0,0,0,,0,3,,0,0,, +lelivja01,1913,1,NYA,AL,18,28,2,6,0,1,0,4,1,,2,2,,0,0,, +lelivja01,1913,2,CLE,AL,23,23,0,9,2,0,0,7,1,,0,3,,0,0,, +leonadu01,1913,1,BOS,AL,42,83,9,15,1,1,0,3,0,,8,24,,1,3,, +leverwa01,1913,1,SLA,AL,30,68,1,12,1,0,0,1,1,,2,26,,0,2,, +lewisdu01,1913,1,BOS,AL,149,551,54,164,31,12,0,90,12,,30,55,,2,29,, +loberha01,1913,1,PHI,NL,150,573,98,172,28,11,7,55,41,,42,34,,5,26,, +lordbr01,1913,1,BSN,NL,73,235,22,59,12,1,6,26,7,,8,22,,0,4,, +lordha01,1913,1,CHA,AL,150,547,62,144,18,12,1,42,24,,45,39,,7,20,, +lorenle01,1913,1,DET,AL,1,2,1,1,0,0,0,1,0,,0,0,,0,0,, +loudeba01,1913,1,DET,AL,76,191,28,46,4,5,0,23,6,,24,22,,6,10,, +lovesl01,1913,1,WS1,AL,5,5,0,1,1,0,0,1,0,,0,2,,0,0,, +luderfr01,1913,1,PHI,NL,155,588,67,154,32,7,18,86,5,,34,51,,2,9,, +luhrswi01,1913,1,PIT,NL,5,10,0,0,0,0,0,0,0,,0,4,,0,1,, +mageele01,1913,1,SLN,NL,137,531,54,142,13,7,2,31,23,,34,30,,2,22,, +mageesh01,1913,1,PHI,NL,138,470,92,144,36,6,11,70,23,,38,36,,9,21,, +maisefr01,1913,1,NYA,AL,51,187,33,48,4,3,0,12,25,,34,20,,0,3,, +maisege01,1913,1,SLA,AL,11,18,2,3,2,0,0,1,0,,1,7,,0,0,, +maloypa01,1913,1,BOS,AL,2,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0, +mamaual01,1913,1,PIT,NL,1,1,0,0,0,0,0,0,0,,0,1,,0,0,, +mannle01,1913,1,BSN,NL,120,407,54,103,24,7,3,51,7,,18,73,,4,6,, +maranra01,1913,1,BSN,NL,143,571,68,141,13,8,2,48,25,,68,62,,3,17,, +marbewa01,1913,1,SLN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +marquru01,1913,1,NY1,NL,42,105,5,23,1,0,0,6,1,,4,14,,2,2,, +marsaar01,1913,1,CIN,NL,118,435,49,129,7,6,0,38,37,,17,25,,3,15,, +marshru01,1913,1,PHI,NL,14,11,0,1,0,0,0,0,0,,1,1,,0,0,, +mathech01,1913,1,NY1,NL,40,103,7,19,0,0,0,9,1,,8,13,,0,4,, +mattiwa01,1913,1,CHA,AL,71,207,15,39,8,1,0,11,3,,18,16,,0,13,, +mayerer01,1913,1,PHI,NL,39,50,0,6,2,0,0,0,0,,3,12,,0,0,, +mcallbi01,1913,1,SLA,AL,49,85,3,13,4,0,0,6,2,,11,12,,0,3,, +mcavowi01,1913,1,PHA,AL,4,9,0,1,0,0,0,0,0,,0,4,,1,0,, +mcbrige01,1913,1,WS1,AL,150,499,52,107,18,7,1,52,12,,43,46,,7,16,, +mccaral01,1913,1,PIT,NL,31,74,7,15,5,0,0,10,1,,7,7,,3,6,, +mccarle01,1913,1,BRO,NL,9,26,1,6,0,0,0,2,0,,2,2,,0,0,, +mccleje01,1913,1,BSN,NL,2,3,0,0,0,0,0,0,0,,1,0,,0,0,, +mcconge01,1913,1,NYA,AL,39,67,4,12,2,0,0,2,0,,0,11,,0,3,, +mccormo01,1913,1,NY1,NL,57,80,9,22,2,3,0,15,0,,5,13,,0,1,, +mcdoned02,1913,1,CHN,NL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +mcdonte01,1913,1,CIN,NL,11,10,1,3,0,0,0,2,0,,0,1,,0,1,, +mcdonte01,1913,2,BSN,NL,62,145,24,52,4,4,0,18,4,,15,17,,1,6,, +mchalma01,1913,1,NYA,AL,7,15,1,0,0,0,0,1,0,,1,4,,1,0,, +mcinnst01,1913,1,PHA,AL,148,543,79,176,30,4,4,90,16,,45,31,,6,25,, +mcintha01,1913,1,CIN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mckecbi01,1913,1,BSN,NL,1,4,1,0,0,0,0,0,0,,0,1,,1,0,, +mckecbi01,1913,2,NYA,AL,45,112,7,15,0,0,0,8,2,,8,17,,1,3,, +mckeere01,1913,1,DET,AL,68,187,18,53,3,4,1,20,7,,21,21,,1,11,, +mcleala01,1913,1,SLN,NL,48,152,7,41,9,0,0,12,0,,6,9,,0,0,, +mcleala01,1913,2,NY1,NL,30,75,3,24,4,0,0,9,1,,4,4,,0,0,, +mcmanjo01,1913,1,CIN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcquige01,1913,1,PIT,NL,25,39,3,4,1,0,0,3,0,,5,14,,0,3,, +mctigbi01,1913,1,BSN,NL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +meinewa01,1913,1,SLA,AL,4,8,1,3,0,0,0,0,1,,1,3,,0,0,, +meistka01,1913,1,CIN,NL,4,7,1,2,1,0,0,2,0,,0,4,,0,0,, +mensoed01,1913,1,PIT,NL,44,56,9,10,1,0,0,1,2,,8,13,,1,2,, +merklfr01,1913,1,NY1,NL,153,563,78,147,30,13,3,69,35,,41,60,,3,10,, +merrijo01,1913,1,NY1,NL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +meyerbe01,1913,1,BRO,NL,38,87,12,17,0,1,1,10,8,,10,14,,0,5,, +meyerbi01,1913,1,CHA,AL,1,1,0,1,0,0,0,0,0,,0,0,,0,0,, +meyerch01,1913,1,NY1,NL,120,378,37,118,18,5,3,47,7,,37,22,,9,4,, +midkiez01,1913,1,NYA,AL,83,284,22,56,9,1,0,14,9,,12,33,,1,8,, +milancl01,1913,1,WS1,AL,154,579,92,174,18,9,3,54,75,,58,25,,3,21,, +millech02,1913,1,SLN,NL,4,12,0,2,0,0,0,1,0,,0,2,,0,0,, +milledo02,1913,1,PIT,NL,154,580,75,158,24,20,7,90,20,,37,52,,1,25,, +milledo03,1913,1,PHI,NL,69,87,9,30,6,0,0,11,2,,6,6,,2,0,, +millefr02,1913,1,CHA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +milleot01,1913,1,BRO,NL,104,320,26,87,11,7,0,26,7,,10,31,,0,10,, +millewa02,1913,1,CHN,NL,80,203,23,48,5,7,1,16,13,,34,33,,1,3,, +mitchfr01,1913,1,BSN,NL,4,3,0,1,0,0,0,0,0,,0,2,,0,1,, +mitchmi01,1913,1,CHN,NL,82,279,37,73,11,6,4,35,15,,32,33,,1,12,, +mitchmi01,1913,2,PIT,NL,54,199,25,54,8,2,1,16,8,,14,15,,0,1,, +mitchro01,1913,1,SLA,AL,33,88,5,13,2,1,0,3,1,,6,13,,0,2,, +mitchwi01,1913,1,CLE,AL,35,70,7,10,2,0,0,3,0,,3,25,,0,6,, +moellda01,1913,1,WS1,AL,153,589,88,139,15,10,5,42,62,,72,103,,3,11,, +mollwfr01,1913,1,CHN,NL,2,7,1,3,0,0,0,0,0,,0,0,,0,1,, +mooreea01,1913,1,PHI,NL,12,16,0,0,0,0,0,0,0,,0,5,,0,1,, +mooreea01,1913,2,CHN,NL,7,8,2,1,0,0,0,0,0,,1,5,,0,0,, +moranhe01,1913,1,BRO,NL,132,515,71,137,15,5,0,26,21,,45,29,,7,11,, +moranpa01,1913,1,PHI,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +moreyda01,1913,1,PHA,AL,2,1,0,0,0,0,0,0,0,,0,0,,0,0,, +morgacy01,1913,1,CIN,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +morgara01,1913,1,WS1,AL,138,481,58,131,19,8,0,57,19,,68,63,,6,10,, +moriage02,1913,1,DET,AL,105,347,29,83,5,2,0,30,33,,24,25,,7,15,, +morlebi01,1913,1,WS1,AL,2,3,0,0,0,0,0,0,0,,0,0,,0,0,, +moselea01,1913,1,BOS,AL,24,37,1,3,0,0,0,1,0,,4,20,,0,1,, +mowera01,1913,1,BRO,NL,5,9,0,1,0,0,0,0,0,,0,1,,1,2,, +mowremi01,1913,1,SLN,NL,132,450,61,117,18,4,0,33,21,,53,40,,3,16,, +mullige01,1913,1,DET,AL,12,20,1,7,0,0,0,1,0,,4,1,,0,0,, +mullige01,1913,2,WS1,AL,11,21,4,4,0,0,0,0,1,,2,5,,1,0,, +mundybi01,1913,1,BOS,AL,16,47,4,12,0,0,0,4,0,,4,12,,0,3,, +murphda02,1913,1,PHA,AL,40,59,3,19,5,1,0,6,0,,4,8,,0,2,, +murphed02,1913,1,PHA,AL,137,508,105,150,14,7,1,30,21,,70,44,,10,9,, +murrare01,1913,1,NY1,NL,147,520,70,139,21,3,2,59,35,,34,28,,6,18,, +myersha01,1913,1,BSN,NL,140,524,74,143,20,1,2,50,57,,38,48,,9,26,, +needhto01,1913,1,CHN,NL,20,42,5,10,4,1,0,11,0,,4,8,,0,1,, +nelsore01,1913,1,PHI,NL,2,3,1,1,0,0,0,0,0,,0,2,,0,0,, +nelsore01,1913,2,CIN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +niehadi01,1913,1,SLN,NL,3,7,0,2,0,0,0,0,0,,2,3,,0,0,, +niehobe01,1913,1,CIN,NL,2,8,0,0,0,0,0,0,0,,0,2,,0,0,, +northlo01,1913,1,DET,AL,1,2,0,0,0,0,0,0,0,,0,0,,0,0,, +noyeswi01,1913,1,BSN,NL,11,4,0,1,0,0,0,1,0,,0,2,,0,0,, +nunamle01,1913,1,BOS,AL,29,65,9,14,5,2,0,9,2,,8,8,,1,2,, +oakesre01,1913,1,SLN,NL,147,539,60,158,14,5,0,49,22,,43,32,,4,26,, +obriebu01,1913,1,BOS,AL,15,30,2,5,1,0,0,1,0,,3,9,,0,1,, +obriebu01,1913,2,CHA,AL,6,3,0,0,0,0,0,0,0,,0,0,,0,0,, +oldriru01,1913,1,PHA,AL,137,538,101,152,27,9,5,71,40,,34,37,,2,18,, +olearch01,1913,1,SLN,NL,121,406,32,88,15,5,0,31,3,,20,34,,4,15,, +olsoniv01,1913,1,CLE,AL,104,370,47,92,13,3,0,32,7,,22,28,,3,16,, +oneilst01,1913,1,CLE,AL,80,234,19,69,13,3,0,29,5,,10,24,,2,7,, +onsloed01,1913,1,DET,AL,17,55,7,14,1,0,0,8,1,,5,9,,1,2,, +orrbi01,1913,1,PHA,AL,30,67,6,13,1,1,0,7,1,,4,10,,0,0,, +otoolma01,1913,1,PIT,NL,26,53,4,7,1,0,0,3,0,,1,10,,0,1,, +overaor01,1913,1,CHN,NL,11,24,1,6,2,0,0,2,0,,2,3,,0,1,, +package01,1913,1,CIN,NL,43,61,8,11,2,0,0,1,1,,3,19,,0,4,, +partest01,1913,1,DET,AL,1,2,0,0,0,0,0,0,0,,0,0,,1,0,, +paskedo01,1913,1,PHI,NL,124,454,83,119,21,9,4,29,12,,65,69,,3,19,, +pearcge01,1913,1,CHN,NL,25,55,5,4,1,0,0,1,0,,4,24,,1,3,, +peckiro01,1913,1,CLE,AL,1,0,1,0,0,0,0,0,0,,0,0,,0,0,, +peckiro01,1913,2,NYA,AL,95,340,35,91,10,7,1,32,19,,24,47,,0,9,, +peffemo01,1913,1,PHA,AL,1,3,0,0,0,0,0,0,0,,0,1,,1,0,, +peitzhe01,1913,1,SLN,NL,3,4,1,1,0,1,0,0,0,,0,0,,0,1,, +pennohe01,1913,1,PHA,AL,14,9,0,1,0,0,0,0,0,,1,2,,0,0,, +peplope01,1913,1,DET,AL,2,4,1,2,0,0,0,0,0,,0,0,,0,0,, +perduhu01,1913,1,BSN,NL,38,67,4,7,0,0,0,1,0,,2,20,,0,4,, +perripo01,1913,1,SLN,NL,36,59,3,12,1,0,0,4,0,,0,15,,0,1,, +pfeffje01,1913,1,BRO,NL,5,7,0,0,0,0,0,0,0,,0,3,,0,1,, +phelaar01,1913,1,CHN,NL,91,261,41,65,11,6,2,35,8,,29,26,,3,7,, +phelped01,1913,1,BRO,NL,15,18,0,4,0,0,0,0,0,,1,2,,0,0,, +piehcy01,1913,1,NYA,AL,4,4,0,1,1,0,0,4,0,,0,1,,0,0,, +pippwa01,1913,1,DET,AL,12,31,3,5,0,3,0,5,0,,2,6,,1,0,, +planked01,1913,1,PHA,AL,41,76,8,8,1,0,0,6,0,,11,16,,3,6,, +plattal01,1913,1,DET,AL,9,18,1,2,1,0,0,0,0,,1,1,,0,1,, +powelbi01,1913,1,CIN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +powelja02,1913,1,SLA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +powelra01,1913,1,DET,AL,2,0,0,0,0,0,0,0,0,,0,0,,0,0,, +prattde01,1913,1,SLA,AL,155,592,60,175,31,13,2,87,37,,40,57,,1,18,, +quinlfi01,1913,1,SLN,NL,13,50,1,8,0,0,0,1,0,,1,9,,0,0,, +quinnja01,1913,1,BSN,NL,9,20,3,4,1,1,0,2,1,,3,3,,0,0,, +raderdo01,1913,1,CHA,AL,4,3,1,1,1,0,0,0,0,,0,0,,0,0,, +raganpa01,1913,1,BRO,NL,44,91,6,15,2,1,0,7,0,,2,26,,0,3,, +raridbi01,1913,1,BSN,NL,95,246,31,58,9,2,3,30,5,,30,21,,2,8,, +rathmo01,1913,1,CHA,AL,92,295,37,59,2,0,0,12,22,,46,22,,1,14,, +reddiph01,1913,1,SLN,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +reedmi01,1913,1,PHI,NL,13,24,4,6,1,0,0,0,1,,1,5,,0,1,, +rehgwa01,1913,1,BOS,AL,30,101,13,28,3,2,0,9,4,,2,7,,0,3,, +renfeer01,1913,1,DET,AL,1,2,0,0,0,0,0,0,0,,0,0,,0,0,, +reulbed01,1913,1,CHN,NL,10,12,1,3,0,0,0,0,0,,0,5,,0,0,, +reulbed01,1913,2,BRO,NL,15,29,1,3,0,0,0,1,0,,8,10,,0,3,, +reynobi01,1913,1,NYA,AL,5,5,0,0,0,0,0,0,0,,0,1,,0,0,, +richile01,1913,1,CHN,NL,16,17,2,2,1,0,0,0,0,,2,4,,0,1,, +rixeyep01,1913,1,PHI,NL,35,47,3,9,1,1,0,4,0,,1,9,,0,3,, +roberdi01,1913,1,CIN,NL,2,3,0,0,0,0,0,0,0,,0,1,,0,0,, +robersk01,1913,1,SLN,NL,26,41,4,6,2,0,0,3,1,,3,13,,0,0,, +robinha01,1913,1,PIT,NL,43,61,3,11,1,0,0,6,0,,2,9,,0,3,, +rondehe01,1913,1,DET,AL,35,70,5,13,2,0,0,5,1,,14,16,,0,2,, +roushed01,1913,1,CHA,AL,9,10,2,1,0,0,0,0,0,,0,2,,0,2,, +rowanja01,1913,1,CIN,NL,5,11,0,2,0,1,0,1,0,,3,3,,0,0,, +ruckena01,1913,1,BRO,NL,41,87,3,21,1,0,0,0,0,,4,10,,0,2,, +rudoldi01,1913,1,BSN,NL,35,88,11,21,2,0,0,6,1,,10,8,,0,4,, +russere01,1913,1,CHA,AL,52,106,9,20,5,3,1,7,0,,1,29,,1,4,, +ryanbu01,1913,1,CLE,AL,73,243,26,72,6,1,0,32,9,,11,13,,2,12,, +ryanja01,1913,1,WS1,AL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +saiervi01,1913,1,CHN,NL,149,519,94,150,15,21,14,92,26,,62,62,,5,14,, +sallesl01,1913,1,SLN,NL,50,95,7,20,3,0,2,5,1,,1,15,,0,6,, +schaege01,1913,1,WS1,AL,54,100,17,32,1,1,0,7,6,,15,12,,2,2,, +schalbi01,1913,1,CHA,AL,36,96,12,21,3,0,0,4,5,,20,16,,0,4,, +schalra01,1913,1,CHA,AL,129,401,38,98,15,5,1,38,14,,27,36,,3,14,, +schanwa01,1913,1,PHA,AL,79,207,32,55,16,3,3,30,4,,34,44,,9,2,, +schauru01,1913,1,NY1,NL,3,3,1,0,0,0,0,0,0,,1,1,,0,0,, +scheeal01,1913,1,BRO,NL,6,22,3,5,0,0,0,0,1,,2,4,,0,0,, +schenjo01,1913,1,PIT,NL,1,2,0,1,0,0,0,1,0,,0,0,,0,0,, +schmibu01,1913,1,BSN,NL,22,78,6,24,2,2,1,14,1,,2,5,,1,1,, +schmipe01,1913,1,SLA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schulal01,1913,1,NYA,AL,38,63,4,11,2,1,0,2,0,,3,19,,0,2,, +schulfr01,1913,1,CHN,NL,132,497,85,138,28,6,9,68,21,,39,68,,5,17,, +schuljo03,1913,1,BSN,NL,9,18,2,4,0,0,0,1,0,,2,7,,1,2,, +schupfe01,1913,1,NY1,NL,5,3,0,1,0,1,0,0,0,,0,1,,0,0,, +schweha01,1913,1,SLA,AL,1,3,1,1,0,0,0,0,0,,1,1,,0,0,, +scoggji01,1913,1,CHA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +scottji01,1913,1,CHA,AL,48,97,3,7,1,0,1,8,2,,3,24,,1,8,, +seatoto01,1913,1,PHI,NL,52,110,8,12,0,1,1,2,0,,6,35,,0,3,, +severha01,1913,1,CIN,NL,8,6,0,0,0,0,0,0,0,,1,1,,0,0,, +seymocy01,1913,1,BSN,NL,39,73,2,13,2,0,0,10,2,,7,7,,1,2,, +shafeti01,1913,1,NY1,NL,138,508,74,146,17,12,5,52,32,,61,55,,5,10,, +shankho01,1913,1,WS1,AL,109,390,38,99,11,5,1,37,24,,15,40,,3,8,, +shawji01,1913,1,WS1,AL,2,2,0,0,0,0,0,0,0,,0,0,,0,0,, +shawkbo01,1913,1,PHA,AL,18,44,3,6,1,0,0,5,0,,1,10,,0,2,, +sheckji01,1913,1,SLN,NL,52,136,18,27,2,1,0,17,5,,41,25,,1,3,, +sheckji01,1913,2,CIN,NL,47,116,16,22,1,3,0,7,6,,27,16,,0,6,, +shottbu01,1913,1,SLA,AL,147,549,105,163,23,8,1,28,43,,99,63,,1,6,, +simonmi01,1913,1,PIT,NL,92,255,23,63,6,2,1,17,3,,10,15,,2,4,, +sloanto01,1913,1,SLA,AL,7,26,2,7,1,0,0,2,1,,1,9,,1,0,, +smithbo01,1913,1,CHA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithch02,1913,1,CHN,NL,20,45,1,4,0,0,0,0,0,,2,17,,0,1,, +smithch03,1913,1,CIN,NL,5,4,0,0,0,0,0,0,0,,0,4,,0,1,, +smithfr05,1913,1,BSN,NL,92,285,35,65,9,3,0,27,7,,29,55,,1,11,, +smithjo03,1913,1,NYA,AL,14,32,1,5,0,0,0,2,1,,1,14,,0,3,, +smithpo02,1913,1,CHA,AL,15,5,0,0,0,0,0,0,0,,0,1,,0,0,, +smithre02,1913,1,BRO,NL,151,540,70,160,40,10,6,76,22,,45,67,,7,22,, +snellwa01,1913,1,BOS,AL,6,12,1,3,0,0,0,0,1,,0,1,,0,0,, +snodgfr01,1913,1,NY1,NL,141,457,65,133,21,6,3,49,27,,53,44,,7,9,, +snydefr01,1913,1,SLN,NL,7,21,1,4,0,1,0,2,0,,0,4,,0,1,, +southbi01,1913,1,CLE,AL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +speaktr01,1913,1,BOS,AL,141,520,94,189,35,22,3,71,46,,65,22,,7,16,, +spencbe01,1913,1,WS1,AL,8,21,2,6,1,1,0,2,0,,2,4,,0,0,, +stacked01,1913,1,BRO,NL,23,25,0,4,1,0,0,0,0,,0,9,,0,0,, +stacked01,1913,2,CHN,NL,11,16,0,1,0,0,0,2,0,,0,6,,1,1,, +stahlja01,1913,1,BOS,AL,2,2,0,0,0,0,0,0,0,,0,1,,0,0,, +stanaos01,1913,1,DET,AL,80,241,19,54,13,2,0,21,5,,21,35,,2,8,, +steelbi01,1913,1,SLN,NL,12,18,1,1,0,0,0,1,0,,2,4,,0,1,, +steenbi01,1913,1,CLE,AL,22,41,2,7,2,0,0,10,1,,2,12,,0,4,, +stengca01,1913,1,BRO,NL,124,438,60,119,16,8,7,43,19,,56,58,,1,7,, +sterrdu01,1913,1,NYA,AL,21,35,0,6,0,0,0,3,1,,1,5,,1,1,, +stewama01,1913,1,CIN,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +stewatu01,1913,1,CHN,NL,9,8,1,1,1,0,0,2,1,,2,5,,0,0,, +stockmi01,1913,1,NY1,NL,7,17,2,3,1,0,0,1,2,,2,1,,0,0,, +stonedw01,1913,1,SLA,AL,18,33,2,9,1,0,0,1,0,,1,6,,0,0,, +stovage01,1913,1,SLA,AL,89,303,34,87,14,3,1,24,7,,7,23,,1,4,, +stranpa01,1913,1,BSN,NL,7,6,0,1,0,0,0,0,0,,0,0,,0,0,, +strunam01,1913,1,PHA,AL,94,292,30,89,11,12,0,46,14,,29,23,,0,13,, +stumpbi01,1913,1,NYA,AL,12,29,5,6,1,0,0,1,0,,3,3,,0,0,, +suggsge01,1913,1,CIN,NL,36,67,7,17,2,1,0,4,0,,1,12,,0,2,, +sweenbi02,1913,1,BSN,NL,139,502,65,129,17,6,0,47,18,,66,50,,3,13,, +sweened01,1913,1,NYA,AL,117,351,35,93,10,2,2,40,11,,37,41,,8,9,, +swindjo01,1913,1,CLE,AL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +taffjo01,1913,1,PHA,AL,7,5,1,1,0,0,0,1,0,,0,3,,0,0,, +taylowi01,1913,1,SLA,AL,5,10,0,0,0,0,0,0,0,,1,2,,0,0,, +tesreje01,1913,1,NY1,NL,41,95,7,21,2,2,0,7,1,,2,15,,0,3,, +thomair01,1913,1,PHA,AL,22,53,3,15,4,1,0,6,0,,4,8,,0,1,, +thomapi01,1913,1,BOS,AL,38,91,6,26,1,2,1,15,1,,2,11,,1,2,, +thorpji01,1913,1,NY1,NL,19,35,6,5,0,0,1,2,2,,1,9,,0,0,, +tinkejo01,1913,1,CIN,NL,110,382,47,121,20,13,1,57,10,,20,26,,1,15,, +titusjo01,1913,1,BSN,NL,87,269,33,80,14,2,5,38,4,,35,22,,7,6,, +tomerge01,1913,1,SLA,AL,1,1,0,0,0,0,0,0,0,,0,1,,0,0,, +toneyfr01,1913,1,CHN,NL,7,12,0,3,0,1,0,2,0,,1,1,,0,0,, +tragewa01,1913,1,BSN,NL,2,0,0,0,0,0,0,0,0,,0,0,,0,0,, +trekeha01,1913,1,SLN,NL,7,9,0,1,0,0,0,0,0,,1,2,,0,0,, +turnete01,1913,1,CLE,AL,120,388,60,96,13,4,0,44,13,,55,35,,5,33,, +tutwigu01,1913,1,DET,AL,14,47,4,10,0,1,0,7,2,,4,12,,0,0,, +tylerle01,1913,1,BSN,NL,43,102,13,21,7,0,0,10,0,,11,16,,0,5,, +vannjo01,1913,1,SLN,NL,1,1,0,0,0,0,0,0,0,,0,1,,0,0,, +vaughhi01,1913,1,CHN,NL,7,21,3,4,0,0,0,1,0,,0,7,,0,0,, +veachbo01,1913,1,DET,AL,137,491,54,132,22,10,0,64,22,,53,31,,5,15,, +vioxji01,1913,1,PIT,NL,137,492,86,156,32,8,2,65,14,,64,28,,3,19,, +vittos01,1913,1,DET,AL,99,359,45,86,11,3,2,33,5,,31,18,,2,23,, +wagnebu02,1913,1,BRO,NL,18,26,1,6,0,0,0,1,0,,2,13,,0,0,, +wagnehe01,1913,1,BOS,AL,110,365,43,83,14,8,2,34,9,,40,29,,7,2,, +wagneho01,1913,1,PIT,NL,114,413,51,124,18,4,3,56,21,,26,40,,5,10,, +walkeer01,1913,1,SLA,AL,7,14,0,3,0,0,0,2,0,,0,5,,0,0,, +walkemy01,1913,1,BRO,NL,11,18,0,3,1,0,0,3,0,,1,7,,0,1,, +walketi01,1913,1,SLA,AL,23,85,7,25,4,1,0,11,5,,2,9,,0,5,, +wallabo01,1913,1,SLA,AL,55,147,11,31,5,0,0,21,1,,14,16,,3,8,, +walshde01,1913,1,SLA,AL,23,53,8,9,0,1,0,5,3,,6,11,,4,2,, +walshed01,1913,1,CHA,AL,17,32,1,5,1,0,0,2,0,,1,7,,0,1,, +walshji01,1913,1,PHI,NL,26,30,3,10,4,0,0,5,1,,1,5,,0,1,, +walshji02,1913,1,PHA,AL,97,303,56,77,16,5,0,27,15,,38,40,,2,12,, +waresbu01,1913,1,SLA,AL,11,35,5,10,2,0,0,1,2,,1,3,,0,1,, +warhoja01,1913,1,NYA,AL,15,23,2,3,2,0,0,4,0,,1,6,,0,0,, +watsodo01,1913,1,CHN,NL,1,2,1,0,0,0,0,0,0,,1,1,,0,1,, +weavebu01,1913,1,CHA,AL,151,533,51,145,17,8,4,52,20,,15,60,,8,17,, +weilmca01,1913,1,SLA,AL,39,82,5,12,0,0,0,1,0,,4,25,,0,2,, +whalibe01,1913,1,BSN,NL,79,211,22,51,8,2,0,25,3,,10,32,,2,10,, +wheatza01,1913,1,BRO,NL,138,535,64,161,28,10,7,58,19,,25,45,,2,11,, +whelaji01,1913,1,SLN,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +whitedo01,1913,1,CHA,AL,20,25,1,3,0,0,0,0,0,,3,1,,0,2,, +whitege01,1913,1,NYA,AL,11,32,8,11,3,1,0,2,2,,7,2,,0,2,, +whittpo01,1913,1,SLN,NL,123,404,44,89,10,5,0,38,9,,31,44,,4,11,, +wicklal01,1913,1,CIN,NL,26,79,7,17,5,5,0,8,3,,6,19,,1,1,, +willeed01,1913,1,DET,AL,35,92,8,26,4,1,1,13,0,,3,23,,1,6,, +willibo01,1913,1,NYA,AL,6,19,0,3,0,0,0,0,0,,1,3,,0,0,, +willicy01,1913,1,CHN,NL,49,156,17,35,3,3,4,32,5,,5,26,,3,3,, +willigu02,1913,1,SLA,AL,148,538,72,147,21,16,5,53,31,,57,87,,3,7,, +williha01,1913,1,NYA,AL,27,82,18,21,3,1,1,12,6,,15,10,,1,6,, +willijo01,1913,1,SLN,NL,7,3,0,0,0,0,0,0,0,,0,2,,0,0,, +willile01,1913,1,DET,AL,5,10,1,1,0,0,0,0,0,,1,5,,0,0,, +willimu01,1913,1,WS1,AL,3,2,1,1,0,0,0,1,1,,0,0,,0,0,, +williri01,1913,1,WS1,AL,66,106,9,30,6,2,1,12,3,,9,16,,0,2,, +wilsoar01,1913,1,NY1,NL,54,79,5,15,0,1,0,8,1,,11,11,,0,1,, +wilsoch01,1913,1,PIT,NL,155,580,71,154,12,14,10,73,9,,32,62,,3,12,, +wilsojo01,1913,1,WS1,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wiltsho01,1913,1,NY1,NL,20,24,2,5,1,0,0,2,1,,0,1,,0,0,, +wingoiv01,1913,1,SLN,NL,112,307,25,78,5,8,2,35,18,,17,41,,1,5,, +wolteha01,1913,1,NYA,AL,127,425,53,108,18,6,2,43,13,,80,50,,4,12,, +woodjo02,1913,1,BOS,AL,24,56,10,15,5,0,0,10,1,,4,7,,0,1,, +woodro01,1913,1,PIT,NL,14,35,4,10,4,0,0,2,0,,1,8,,0,1,, +worksra01,1913,1,CIN,NL,5,6,0,1,0,0,0,1,0,,0,1,,0,0,, +wyckowe01,1913,1,PHA,AL,17,21,2,4,1,0,0,1,0,,0,7,,0,0,, +yerkest02,1913,1,BOS,AL,137,483,67,129,29,6,1,48,11,,50,32,,2,25,, +yinglea01,1913,1,BRO,NL,40,60,11,23,1,0,0,5,0,,9,8,,0,2,, +youngge01,1913,1,CLE,AL,2,2,0,0,0,0,0,0,0,,0,0,,0,0,, +youngra01,1913,1,NYA,AL,7,15,2,1,0,0,0,0,2,,3,3,,0,0,, +zabelzi01,1913,1,CHN,NL,1,2,0,0,0,0,0,0,0,,1,1,,0,0,, +zamloca01,1913,1,DET,AL,17,22,3,4,0,0,0,0,0,,0,5,,0,0,, +zeidero01,1913,1,CHA,AL,16,20,4,7,0,0,0,2,3,,4,1,,0,1,, +zeidero01,1913,2,NYA,AL,50,159,15,37,2,0,0,12,3,,25,9,,1,4,, +zimmehe01,1913,1,CHN,NL,127,447,69,140,28,12,9,95,18,,41,40,,6,16,, +zinngu01,1913,1,BSN,NL,36,138,15,41,8,2,1,15,3,,4,23,,1,4,, +acostme01,1914,1,WS1,AL,39,74,10,19,2,2,0,4,3,4,11,18,,0,0,, +adamsba01,1914,1,PIT,NL,40,97,8,16,0,2,1,4,0,,3,29,,1,2,, +adamsda01,1914,1,KCF,FL,36,46,1,7,0,0,1,2,0,,2,18,,0,1,, +adamska01,1914,1,CIN,NL,4,2,0,1,0,0,0,0,0,,0,0,,0,0,, +adamswi01,1914,1,PTF,FL,15,15,1,1,0,1,0,0,0,,0,0,,0,0,, +aglerjo01,1914,1,BUF,FL,135,463,82,126,17,6,0,20,21,,77,78,,0,14,, +agnewsa01,1914,1,SLA,AL,115,311,22,66,5,4,0,16,10,8,24,63,,5,6,, +ainsmed01,1914,1,WS1,AL,62,151,11,34,7,0,0,13,8,5,9,28,,1,1,, +aitchra01,1914,1,BRO,NL,26,51,4,10,0,0,0,2,0,,7,12,,0,3,, +alcocsc01,1914,1,CHA,AL,54,156,12,27,4,2,0,7,4,2,7,14,,1,5,, +alexape01,1914,1,PHI,NL,48,137,18,32,3,0,0,7,0,,3,12,,1,2,, +allenfr01,1914,1,BRO,NL,37,47,4,6,1,2,0,5,0,,5,23,,0,3,, +allenfr01,1914,2,PTF,FL,1,2,1,1,1,0,0,2,0,,1,0,,0,0,, +allenjo01,1914,1,BLF,FL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +allenni01,1914,1,BUF,FL,32,63,3,15,1,0,0,4,4,,3,12,,0,1,, +allismi01,1914,1,CHN,NL,1,1,0,1,0,0,0,0,0,,0,0,,0,0,, +altroni01,1914,1,WS1,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +amesre01,1914,1,CIN,NL,47,94,6,12,1,0,1,6,1,,2,33,,0,5,, +anderfr01,1914,1,BUF,FL,39,90,3,17,3,0,0,5,0,,3,32,,0,0,, +anderge01,1914,1,BRF,FL,98,364,58,115,13,3,3,24,16,,31,50,,4,6,, +aragoan01,1914,1,NYA,AL,6,7,1,1,0,0,0,0,0,,1,2,,1,1,, +archeji01,1914,1,CHN,NL,79,248,17,64,9,2,0,19,1,,9,9,,0,5,, +austiji01,1914,1,SLA,AL,130,466,55,111,16,4,0,30,20,23,40,59,,1,16,, +ayersdo01,1914,1,WS1,AL,49,83,6,14,0,2,0,2,1,1,3,22,,0,2,, +baichgr01,1914,1,SLA,AL,4,1,0,0,0,0,0,0,0,,0,1,,0,0,, +bailebi01,1914,1,BLF,FL,19,43,4,7,1,0,0,1,0,,5,10,,0,1,, +bakerde01,1914,1,DET,AL,44,70,4,15,2,1,0,1,0,2,6,9,,0,2,, +bakerfr01,1914,1,PHA,AL,150,570,84,182,23,10,9,89,19,20,53,37,,3,8,, +bakerho01,1914,1,CHA,AL,15,47,4,13,1,1,0,5,2,1,3,8,,0,1,, +barbawa01,1914,1,CLE,AL,15,52,6,16,2,2,0,5,1,4,2,5,,1,3,, +bargecy01,1914,1,PTF,FL,38,83,4,17,1,2,0,9,0,,2,5,,0,1,, +barrofr02,1914,1,WS1,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barryja01,1914,1,PHA,AL,140,467,57,113,12,0,0,42,22,13,53,34,,4,31,, +bassljo01,1914,1,CLE,AL,43,77,5,14,1,1,0,6,3,2,15,8,,1,0,, +batesjo02,1914,1,CIN,NL,58,155,29,39,7,5,2,15,4,,28,17,,4,6,, +batesjo02,1914,2,CHN,NL,9,8,2,1,0,0,0,1,0,,1,1,,1,0,, +batesjo02,1914,3,BLF,FL,59,190,24,58,6,3,1,29,6,,38,18,,3,8,, +baumapa01,1914,1,DET,AL,3,11,1,0,0,0,0,0,0,,2,1,,0,1,, +baumgge01,1914,1,SLA,AL,45,53,2,7,0,0,0,0,0,,3,20,,0,4,, +baumgst01,1914,1,PHI,NL,15,19,1,1,0,0,0,0,0,,2,5,,0,0,, +beattde01,1914,1,NY1,NL,2,3,0,0,0,0,0,1,0,,0,0,,0,1,, +beckebe01,1914,1,PHI,NL,138,514,76,167,25,5,9,66,16,,37,59,,0,10,, +beckfr02,1914,1,CHF,FL,157,555,51,155,23,4,11,77,9,,44,66,,8,14,, +beckge01,1914,1,CLE,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +beckzi01,1914,1,SLN,NL,137,457,42,106,15,11,3,45,14,,28,32,,4,15,, +bediehu01,1914,1,BOS,AL,42,50,3,5,0,0,0,5,0,,4,34,,0,1,, +bendech01,1914,1,PHA,AL,28,62,4,9,1,0,1,8,0,,4,13,,0,4,, +bennhe01,1914,1,CLE,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bentlja01,1914,1,WS1,AL,30,40,7,11,2,0,0,4,0,,0,5,,0,0,, +bentoru01,1914,1,CIN,NL,41,91,4,13,2,1,0,7,1,,1,31,,0,3,, +benzjo01,1914,1,CHA,AL,48,92,5,12,3,0,0,1,1,,1,29,,0,4,, +bergecl01,1914,1,PIT,NL,6,13,2,1,0,0,0,0,0,,1,4,,0,0,, +bergejo01,1914,1,CHA,AL,48,148,11,23,3,1,0,3,2,8,13,9,,0,5,, +berghma01,1914,1,CIN,NL,77,112,15,25,2,0,0,6,4,,10,18,,0,1,, +berrycl01,1914,1,PTF,FL,124,411,35,98,18,9,2,36,6,,26,50,,0,17,, +beschbo01,1914,1,NY1,NL,135,512,82,138,23,4,6,35,36,,45,48,,6,8,, +betzebr01,1914,1,SLN,NL,7,9,2,0,0,0,0,0,0,,1,1,,0,0,, +billiha01,1914,1,IND,FL,32,38,1,7,1,0,0,1,1,,2,14,,0,0,, +billijo01,1914,1,CLE,AL,11,8,2,2,1,0,0,0,1,,1,1,,0,0,, +birmijo01,1914,1,CLE,AL,19,47,2,6,0,0,0,4,0,1,2,5,,0,1,, +bisholl01,1914,1,CLE,AL,3,2,0,0,0,0,0,0,0,,0,0,,0,0,, +bislari01,1914,1,CLE,AL,18,57,9,6,1,0,0,2,2,5,6,2,,0,1,, +blackda01,1914,1,CHF,FL,9,7,0,2,0,0,0,0,0,,1,0,,0,0,, +blackle01,1914,1,CHA,AL,144,474,52,105,10,5,1,35,25,15,66,58,,6,31,, +blairwa01,1914,1,BUF,FL,128,378,22,92,11,2,0,33,6,,32,64,,1,5,, +blandfr01,1914,1,CLE,AL,30,39,2,4,0,1,0,1,0,,0,10,,0,0,, +blockbr01,1914,1,CHF,FL,44,105,8,21,4,1,0,14,1,,11,17,,0,1,, +bluejji01,1914,1,BRF,FL,17,22,1,3,1,0,0,1,0,,2,0,,0,0,, +boardch01,1914,1,PHA,AL,2,2,0,0,0,0,0,0,0,,0,2,,0,0,, +bodiepi01,1914,1,CHA,AL,107,327,21,75,9,5,3,29,12,11,21,35,,1,34,, +boehlge01,1914,1,DET,AL,18,17,2,3,0,1,0,3,1,,1,4,,0,0,, +boehljo01,1914,1,WS1,AL,27,71,10,17,2,1,0,7,0,1,5,17,,1,2,, +bohenpa01,1914,1,PIT,NL,1,1,0,0,0,0,0,0,0,,0,1,,0,0,, +boldch01,1914,1,SLA,AL,2,1,0,0,0,0,0,0,0,,0,1,,0,0,, +boninlu01,1914,1,BUF,FL,20,76,6,14,4,1,0,4,3,,7,11,,0,2,, +booeev01,1914,1,IND,FL,20,31,5,7,1,0,0,6,4,,7,6,,0,1,, +booeev01,1914,2,BUF,FL,76,241,29,54,9,2,0,14,8,,21,50,,1,8,, +boonelu01,1914,1,NYA,AL,106,370,34,82,8,2,0,21,10,18,31,41,,2,10,, +bouchal01,1914,1,SLF,FL,147,516,62,119,26,4,2,49,13,,52,88,,2,23,, +bouchme01,1914,1,BLF,FL,16,16,2,5,1,1,0,2,0,,1,1,,0,0,, +bouchme01,1914,2,PTF,FL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +bowdeti01,1914,1,SLA,AL,7,9,0,2,0,0,0,0,0,,1,6,,0,0,, +bowmaab01,1914,1,CLE,AL,22,21,0,1,0,0,0,0,0,,0,8,,0,0,, +bradlbi01,1914,1,BRF,FL,7,6,1,3,1,0,0,3,0,,0,0,,0,0,, +bradlhu01,1914,1,PTF,FL,118,427,41,131,20,6,0,61,7,,27,27,,8,18,, +brainfr01,1914,1,NY1,NL,2,5,1,1,0,0,0,0,0,,1,0,,0,1,, +brenesa01,1914,1,PIT,NL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +brennad01,1914,1,CHF,FL,16,32,2,8,3,0,0,3,0,,0,6,,0,2,, +bresnro01,1914,1,CHN,NL,101,248,42,69,10,4,0,24,14,,49,20,,2,12,, +bressru01,1914,1,PHA,AL,29,51,6,11,1,1,0,4,0,,6,7,,1,2,, +bretoji01,1914,1,CHA,AL,81,231,21,49,7,2,0,24,9,6,24,42,,2,12,, +bridwal01,1914,1,SLF,FL,117,381,46,90,6,5,1,33,9,,71,18,,2,24,, +bronkhe01,1914,1,CHN,NL,1,1,1,1,1,0,0,1,0,,0,0,,0,0,, +brownbo01,1914,1,PHA,AL,15,20,0,0,0,0,0,1,0,,2,9,,0,1,, +brownbo01,1914,2,NYA,AL,20,44,1,8,3,1,0,2,0,,2,18,,0,2,, +brownde01,1914,1,CHA,AL,1,1,0,0,0,0,0,0,0,,0,1,,0,0,, +browndr01,1914,1,KCF,FL,31,58,4,11,3,0,0,5,1,,7,6,,0,4,, +brownel01,1914,1,BRO,NL,11,12,1,1,0,0,0,0,0,,0,7,,0,1,, +brownmo01,1914,1,SLF,FL,26,59,4,15,2,0,0,6,1,,4,9,,0,2,, +brownmo01,1914,2,BRF,FL,9,19,2,4,0,0,0,1,0,,0,3,,0,0,, +buesar01,1914,1,CHN,NL,14,45,3,10,1,1,0,4,1,,5,6,,0,0,, +burnsed01,1914,1,PHI,NL,70,139,8,36,3,4,0,16,5,,20,12,,0,5,, +burnsge01,1914,1,NY1,NL,154,561,100,170,35,10,3,60,62,,89,53,,5,14,, +burnsge02,1914,1,DET,AL,137,478,55,139,22,5,5,57,23,13,32,56,,12,22,, +burral01,1914,1,NYA,AL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +bushdo01,1914,1,DET,AL,157,596,97,150,18,4,0,32,35,26,112,54,,3,10,, +bushjo01,1914,1,PHA,AL,38,74,6,14,4,0,1,8,0,,2,25,,0,4,, +butlear01,1914,1,SLN,NL,86,274,29,55,12,3,1,24,14,,39,23,,5,11,, +byrnebo01,1914,1,PHI,NL,126,467,61,127,12,1,0,26,9,,45,44,,2,10,, +cadyhi01,1914,1,BOS,AL,61,159,14,41,6,1,0,8,2,1,12,22,,0,4,, +caldwra02,1914,1,NYA,AL,59,113,9,22,4,0,0,10,2,1,7,24,,1,5,, +camniho01,1914,1,PTF,FL,36,87,5,14,1,0,0,2,0,,2,25,,1,8,, +campbvi01,1914,1,IND,FL,134,544,92,173,23,11,7,44,26,,37,47,,6,10,, +careyma01,1914,1,PIT,NL,156,593,76,144,25,17,1,31,38,,59,56,,2,10,, +carisfr01,1914,1,CLE,AL,40,102,8,22,3,2,0,5,2,2,12,18,,0,3,, +carrch01,1914,1,IND,FL,115,441,44,129,11,10,3,69,19,,26,47,,1,15,, +carribi02,1914,1,BOS,AL,82,178,18,45,5,1,1,22,1,2,40,18,,2,10,, +cartepa01,1914,1,CLE,AL,5,7,0,0,0,0,0,0,0,,0,4,,0,0,, +cashica01,1914,1,WS1,AL,2,1,0,0,0,0,0,0,0,,0,1,,0,0,, +cathete01,1914,1,SLN,NL,39,99,11,27,7,0,0,13,4,,3,15,,0,3,, +cathete01,1914,2,BSN,NL,50,145,19,43,11,2,0,27,7,,7,28,,2,7,, +cavetpu01,1914,1,DET,AL,31,47,3,5,1,0,0,2,0,,2,22,,1,2,, +chadbch01,1914,1,KCF,FL,147,581,92,161,22,8,1,37,42,,69,49,,5,9,, +chalmge01,1914,1,PHI,NL,3,6,0,0,0,0,0,0,0,,0,3,,0,0,, +chancfr01,1914,1,NYA,AL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +chanees01,1914,1,BRF,FL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +channle01,1914,1,NYA,AL,1,1,0,1,1,0,0,0,0,,0,0,,0,0,, +chapmha01,1914,1,SLF,FL,64,181,16,38,2,1,0,14,2,,13,27,,2,4,, +chapmra01,1914,1,CLE,AL,106,375,59,103,16,10,2,42,24,9,48,48,,1,18,, +chappbi01,1914,1,BRF,FL,16,23,0,0,0,0,0,0,0,,0,0,,0,1,, +chappla01,1914,1,CHA,AL,21,39,3,9,0,0,0,1,0,,4,11,,0,0,, +chaseha01,1914,1,CHA,AL,58,206,27,55,10,5,0,20,9,4,23,19,,1,6,, +chaseha01,1914,2,BUF,FL,75,291,43,101,19,9,3,48,10,,6,31,,2,5,, +chenela01,1914,1,CHN,NL,50,100,8,18,2,2,0,10,1,,8,35,,2,5,, +chouife01,1914,1,BRF,FL,3,2,1,1,0,0,0,0,0,,0,0,,0,0,, +chouife01,1914,2,PTF,FL,9,30,2,9,1,0,1,3,1,,0,4,,0,0,, +chouife01,1914,3,BRF,FL,3,7,2,4,1,0,0,1,0,,0,0,,0,0,, +chouife01,1914,4,BLF,FL,5,9,3,4,0,0,0,1,0,,0,1,,0,0,, +chouife01,1914,5,BRF,FL,26,70,4,15,0,2,0,7,3,,4,13,,0,2,, +cicoted01,1914,1,CHA,AL,45,86,5,14,2,0,0,4,0,,3,18,,0,6,, +clarkfr01,1914,1,PIT,NL,2,2,0,0,0,0,0,0,0,,0,0,,0,0,, +clarkto01,1914,1,CIN,NL,113,313,30,82,13,7,2,25,6,,31,30,,2,5,, +clemebo01,1914,1,SLA,AL,7,13,1,3,0,1,0,3,0,2,2,1,,1,0,, +clemecl01,1914,1,CHF,FL,13,27,4,4,0,0,0,2,0,,3,0,,0,1,, +cobbty01,1914,1,DET,AL,98,345,69,127,22,11,2,57,35,17,57,22,,6,6,, +cocrege01,1914,1,BSN,NL,15,10,0,1,0,0,0,0,0,,1,6,,0,1,, +coleki01,1914,1,NYA,AL,33,42,0,2,1,0,0,2,0,,1,20,,0,2,, +colembo01,1914,1,PIT,NL,73,150,11,40,4,1,1,14,3,,15,32,,0,2,, +colesca01,1914,1,KCF,FL,78,194,17,49,7,3,1,25,6,,5,30,,0,6,, +collaal01,1914,1,CLE,AL,27,32,1,3,1,0,0,0,0,,0,7,,0,1,, +collibi02,1914,1,BUF,FL,21,47,6,7,2,2,0,2,0,,1,8,,0,2,, +collied01,1914,1,PHA,AL,152,526,122,181,23,14,2,85,58,30,97,31,,6,28,, +collira01,1914,1,BOS,AL,39,79,2,11,1,0,0,2,0,,8,27,,0,9,, +collish01,1914,1,CHA,AL,154,598,61,164,34,9,3,65,30,24,27,49,,6,21,, +colliwi01,1914,1,BSN,NL,27,35,5,9,0,0,0,1,0,,2,8,,0,0,, +collizi01,1914,1,PIT,NL,49,182,14,44,2,0,0,15,3,,8,10,,1,5,, +conlesn01,1914,1,BLF,FL,35,35,0,4,0,0,0,1,0,,1,17,,0,0,, +connojo04,1914,1,BSN,NL,120,399,64,122,28,10,9,65,12,,49,36,,8,13,, +conzejo01,1914,1,PIT,NL,33,27,0,3,0,0,0,1,0,,0,8,,0,0,, +cookdo01,1914,1,NYA,AL,132,470,59,133,11,3,1,40,26,32,44,60,,9,11,, +coombce01,1914,1,CHA,AL,7,23,1,4,1,0,0,1,0,1,1,7,,0,0,, +coombja01,1914,1,PHA,AL,5,11,0,3,1,0,0,2,0,1,1,1,,0,0,, +coopecl01,1914,1,BRF,FL,113,399,56,96,14,11,2,25,25,,26,60,,4,13,, +coopegu01,1914,1,NYA,AL,1,1,0,0,0,0,0,1,0,,0,0,,0,0,, +coopegu01,1914,2,BOS,AL,10,7,1,0,0,0,0,0,0,,0,0,,0,0,, +coopewi01,1914,1,PIT,NL,40,92,5,19,1,1,0,16,0,,2,17,,0,3,, +corrire01,1914,1,CHN,NL,107,318,42,73,9,5,3,29,13,,35,33,,9,17,, +costeda01,1914,1,PIT,NL,21,64,7,19,1,0,0,5,2,,8,16,,0,1,, +cottren01,1914,1,BSN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +coulsbo01,1914,1,PTF,FL,18,64,7,13,1,0,0,3,2,,7,10,,0,3,, +coumbfr01,1914,1,BOS,AL,17,18,0,2,1,0,0,1,0,,0,6,,0,0,, +coumbfr01,1914,2,CLE,AL,14,23,1,6,0,1,0,3,1,1,0,6,,0,0,, +covelha01,1914,1,DET,AL,44,95,6,23,2,1,0,12,0,3,6,28,,0,6,, +coyneto01,1914,1,PHA,AL,1,2,0,0,0,0,0,0,0,,0,2,,0,0,, +cranddo01,1914,1,SLF,FL,118,278,40,86,16,5,2,41,3,,58,32,,0,5,, +cranesa02,1914,1,PHA,AL,2,6,0,0,0,0,0,0,0,,2,3,,0,0,, +cravaga01,1914,1,PHI,NL,149,499,76,149,27,8,19,100,14,,83,72,,3,19,, +crawfsa01,1914,1,DET,AL,157,582,74,183,22,26,8,104,25,16,69,31,,1,22,, +creebi01,1914,1,NYA,AL,77,275,45,85,18,5,0,40,4,9,30,24,,6,9,, +crossfr02,1914,1,SLA,AL,43,90,5,11,1,1,0,5,3,,10,10,,2,3,, +cruiswa01,1914,1,SLN,NL,95,256,20,58,9,3,4,28,3,,25,42,,3,6,, +crutcdi01,1914,1,BSN,NL,33,54,5,8,1,0,0,3,1,,4,15,,0,1,, +cruthpr01,1914,1,PHA,AL,4,15,1,3,0,1,0,0,0,1,0,4,,0,1,, +cuetoma01,1914,1,SLF,FL,19,43,2,4,0,0,0,2,0,,5,0,,0,5,, +culloni01,1914,1,CLE,AL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +culloni01,1914,2,KCF,FL,44,99,4,14,3,0,0,5,0,,4,26,,0,4,, +cutshge01,1914,1,BRO,NL,153,583,69,150,22,12,2,78,34,,30,32,,3,18,, +cyperal01,1914,1,CLE,AL,1,1,0,0,0,0,0,0,0,,0,1,,0,0,, +daleyto01,1914,1,PHA,AL,28,86,17,22,1,3,0,7,4,7,12,14,,0,4,, +daleyto01,1914,2,NYA,AL,69,191,36,48,6,4,0,9,8,8,38,13,,1,8,, +daltoja01,1914,1,BRO,NL,128,442,65,141,13,8,1,45,19,,53,39,,3,17,, +dalyto02,1914,1,CHA,AL,62,133,13,31,2,0,0,8,3,4,7,13,,0,2,, +daniebe01,1914,1,CIN,NL,71,269,29,59,9,7,0,19,14,,19,40,,2,8,, +darincl01,1914,1,KCF,FL,64,160,12,42,2,1,0,16,9,,11,7,,3,9,, +darinro01,1914,1,SLN,NL,2,4,1,2,1,0,0,0,0,,1,2,,0,0,, +daubeja01,1914,1,BRO,NL,126,474,89,156,17,7,6,45,25,,30,34,,5,33,, +daussho01,1914,1,DET,AL,46,97,8,21,4,0,1,7,0,,11,24,,0,5,, +davenda01,1914,1,CIN,NL,10,18,0,2,0,0,0,1,0,,1,10,,0,1,, +davenda01,1914,2,SLF,FL,33,68,3,6,1,0,0,4,0,,3,36,,1,3,, +daviech01,1914,1,PHA,AL,19,46,6,11,3,1,0,5,1,,5,13,,0,3,, +davisge02,1914,1,BSN,NL,9,18,1,3,0,0,0,2,0,,2,6,,0,0,, +davisha01,1914,1,PHA,AL,5,7,0,3,0,0,0,2,0,2,1,0,,1,0,, +dealch01,1914,1,BSN,NL,79,257,17,54,13,2,0,23,4,,20,23,,1,15,, +delahfr01,1914,1,BUF,FL,79,274,29,55,4,7,2,27,21,,23,19,,1,11,, +delahfr01,1914,2,PTF,FL,41,159,25,38,4,4,1,7,7,,11,11,,2,4,, +delahji01,1914,1,BRF,FL,74,214,28,62,13,5,0,15,4,,25,21,,3,13,, +demaral01,1914,1,NY1,NL,38,68,5,9,0,0,0,0,0,,3,12,,0,2,, +demmira01,1914,1,DET,AL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +demmira01,1914,2,CHA,AL,146,515,63,133,13,12,2,46,12,20,61,48,,6,15,, +derricl01,1914,1,CIN,NL,3,6,2,2,1,0,0,1,1,,0,0,,0,0,, +derricl01,1914,2,CHN,NL,28,96,5,21,3,1,0,13,2,,5,13,,0,3,, +devorjo01,1914,1,PHI,NL,30,53,5,16,2,0,0,7,0,,4,5,,0,3,, +devorjo01,1914,2,BSN,NL,51,128,22,29,4,0,1,5,2,,18,14,,1,4,, +dickswa01,1914,1,PTF,FL,40,83,5,7,0,0,0,2,0,,2,17,,0,5,, +dilliha01,1914,1,CLE,AL,11,10,0,0,0,0,0,0,0,,0,6,,0,0,, +doakbi01,1914,1,SLN,NL,36,85,3,10,3,0,0,3,0,,3,31,,0,3,, +dolanbi01,1914,1,IND,FL,32,103,13,23,4,2,1,15,5,,12,13,,2,8,, +dolanco02,1914,1,SLN,NL,126,421,76,101,16,3,4,32,42,,55,74,,5,18,, +donlimi01,1914,1,NY1,NL,35,31,1,5,1,1,1,3,0,,3,5,,0,0,, +dooinre01,1914,1,PHI,NL,53,118,10,21,2,0,1,8,4,,4,14,,0,5,, +doolami01,1914,1,BLF,FL,145,486,58,119,23,6,1,53,30,,40,47,,7,26,, +douglph01,1914,1,CIN,NL,45,73,5,10,2,0,0,5,0,,2,20,,1,4,, +downeto01,1914,1,BUF,FL,151,541,69,118,20,3,2,42,35,,40,55,,1,23,, +doylela01,1914,1,NY1,NL,145,539,87,140,19,8,5,63,17,,58,25,,10,16,, +drakede01,1914,1,SLF,FL,138,514,51,129,18,8,3,42,17,,31,57,,1,17,, +dressle01,1914,1,SLN,NL,46,103,16,24,2,1,0,7,2,,11,20,,0,3,, +dubucje01,1914,1,DET,AL,71,124,9,28,8,1,1,11,1,,7,11,,1,4,, +dugeyos01,1914,1,BSN,NL,58,109,17,21,2,0,1,10,10,,10,15,,1,2,, +duncave01,1914,1,BLF,FL,157,557,99,160,20,8,2,53,13,,67,55,,11,28,, +dunloge01,1914,1,CLE,AL,1,3,0,0,0,0,0,0,0,,1,1,,0,0,, +dyerbe01,1914,1,NY1,NL,7,4,1,1,0,0,0,0,1,,0,1,,0,0,, +eastete01,1914,1,KCF,FL,134,436,58,146,20,12,1,67,10,,31,25,,4,6,, +eganbe01,1914,1,CLE,AL,29,88,7,20,2,1,0,11,0,1,3,20,,3,1,, +egandi01,1914,1,BRO,NL,106,337,30,76,10,3,1,21,8,,22,25,,0,17,, +elberki01,1914,1,BRO,NL,30,62,7,14,1,0,0,1,0,,2,4,,5,1,, +engeljo01,1914,1,WS1,AL,35,28,4,3,0,0,0,0,0,,8,14,,0,2,, +englecl01,1914,1,BOS,AL,59,134,14,26,2,0,0,9,4,9,14,11,,1,2,, +englecl01,1914,2,BUF,FL,32,110,12,28,4,1,0,12,5,,11,18,,1,5,, +enzenja01,1914,1,SLA,AL,3,6,0,1,0,0,0,0,0,1,2,3,,1,0,, +enzenja01,1914,2,KCF,FL,26,67,7,12,4,1,0,5,0,,5,19,,0,0,, +enzmajo01,1914,1,BRO,NL,7,6,0,0,0,0,0,0,0,,0,3,,0,0,, +ericker01,1914,1,NY1,NL,1,1,0,0,0,0,0,0,0,,0,1,,0,0,, +erwinte01,1914,1,BRO,NL,9,11,0,5,0,0,0,1,1,,2,1,,0,0,, +erwinte01,1914,2,CIN,NL,12,35,5,11,3,0,1,7,0,,2,3,,0,0,, +esmonji01,1914,1,IND,FL,151,542,74,160,23,15,2,49,25,,40,48,,0,23,, +evansst01,1914,1,BRF,FL,145,514,93,179,41,15,12,96,18,,50,49,,10,6,, +eversjo01,1914,1,BSN,NL,139,491,81,137,20,3,1,40,12,,87,26,,2,31,, +faberre01,1914,1,CHA,AL,40,55,3,8,1,0,0,1,0,,10,16,,0,2,, +fahrepe01,1914,1,CIN,NL,5,1,0,0,0,0,0,0,0,,0,0,,0,0,, +falkecy01,1914,1,IND,FL,49,125,5,21,2,0,0,11,0,,11,38,,0,12,, +falsepe01,1914,1,PIT,NL,3,1,0,0,0,0,0,0,0,,0,1,,0,0,, +farreja03,1914,1,CHF,FL,156,524,58,123,23,4,0,35,12,,52,65,,3,16,, +finneha01,1914,1,BRF,FL,27,55,0,7,0,0,0,4,0,,0,19,,0,4,, +fischwi01,1914,1,BRO,NL,43,105,12,27,1,2,0,8,1,,8,12,,0,3,, +fishebo01,1914,1,CHN,NL,15,50,5,15,2,2,0,5,2,,3,4,,0,3,, +fishera01,1914,1,NYA,AL,29,65,2,9,1,0,0,2,1,1,1,11,,0,5,, +fiskema01,1914,1,CHF,FL,39,68,4,16,1,0,0,4,0,,2,8,,0,1,, +fittepa01,1914,1,CIN,NL,11,17,1,1,0,0,0,1,0,,0,7,,0,1,, +flackma01,1914,1,CHF,FL,134,502,66,124,15,3,2,39,37,,51,48,,6,10,, +fletcar01,1914,1,NY1,NL,135,514,62,147,26,8,2,79,15,,22,37,,13,20,, +fletcfr01,1914,1,PHI,NL,1,1,0,0,0,0,0,0,0,,0,1,,0,0,, +fordru01,1914,1,BUF,FL,35,78,10,10,1,0,0,7,3,,8,28,,0,4,, +fosteed02,1914,1,WS1,AL,157,616,82,174,16,10,2,50,31,18,60,47,,2,6,, +fosteru01,1914,1,BOS,AL,35,63,4,11,1,0,0,1,1,,4,14,,0,5,, +fournja01,1914,1,CHA,AL,109,379,44,118,14,9,6,44,10,13,31,44,,3,14,, +fritzha01,1914,1,CHF,FL,65,174,16,37,5,1,0,13,2,,18,18,,3,8,, +frommar01,1914,1,NY1,NL,38,31,2,7,1,0,0,2,0,,2,10,,0,3,, +gagnied01,1914,1,BRF,FL,94,337,22,63,12,2,0,25,8,,13,24,,1,9,, +gainede01,1914,1,DET,AL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +gainede01,1914,2,BOS,AL,38,84,11,20,9,2,2,13,2,2,8,14,,1,3,, +gallibe01,1914,1,WS1,AL,2,2,0,0,0,0,0,0,0,,0,2,,0,0,, +gandich01,1914,1,WS1,AL,145,526,48,136,24,10,3,75,30,19,44,44,,7,38,, +gardnla01,1914,1,BOS,AL,155,553,50,143,23,19,3,68,16,23,35,39,,0,11,, +gedeojo01,1914,1,WS1,AL,4,2,0,0,0,0,0,1,0,,0,1,,1,1,, +gerbewa01,1914,1,PIT,NL,17,54,5,13,1,1,0,5,0,,2,8,,1,1,, +getzgu01,1914,1,BRO,NL,55,210,13,52,8,1,0,20,9,,2,15,,0,6,, +gibsoge01,1914,1,PIT,NL,102,274,19,78,9,5,0,30,4,,27,27,,5,7,, +gilbela01,1914,1,BSN,NL,72,224,32,60,6,1,5,25,3,,26,34,,1,10,, +gilhofr01,1914,1,NYA,AL,1,3,0,2,0,0,0,0,0,,1,0,,0,0,, +gilmogr01,1914,1,KCF,FL,139,530,91,152,25,5,1,32,23,,37,108,,3,20,, +ginnti01,1914,1,CLE,AL,2,1,0,0,0,0,0,0,0,,0,0,,0,0,, +glockno01,1914,1,CIN,NL,7,12,0,0,0,0,0,0,0,,1,6,,0,0,, +gonzami01,1914,1,CIN,NL,95,176,19,41,6,0,0,10,2,,13,16,,2,5,, +goodwi01,1914,1,CHN,NL,154,580,70,158,24,7,2,43,31,,53,74,,7,24,, +goodwpe01,1914,1,KCF,FL,112,374,38,88,15,6,1,32,4,,27,23,,2,9,, +gossedi01,1914,1,NYA,AL,10,21,3,3,0,0,0,1,0,,5,5,,1,0,, +gowdyha01,1914,1,BSN,NL,128,366,42,89,17,6,3,46,14,,48,40,,4,8,, +grahati01,1914,1,CIN,NL,25,61,5,14,1,0,0,3,1,,3,10,,0,1,, +graneja01,1914,1,CLE,AL,130,460,63,122,17,10,1,39,20,18,67,46,,3,6,, +granted01,1914,1,NY1,NL,88,282,34,78,7,1,0,29,11,,23,21,,1,11,, +greggve01,1914,1,CLE,AL,17,34,5,6,2,0,0,1,0,1,3,12,,0,1,, +greggve01,1914,2,BOS,AL,12,19,0,4,0,0,0,1,1,,1,3,,0,2,, +griffcl01,1914,1,WS1,AL,1,1,0,1,1,0,0,1,0,1,0,0,,0,0,, +griffpa01,1914,1,CIN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +griffto01,1914,1,BSN,NL,16,48,3,5,0,0,0,1,0,,2,6,,0,0,, +griggar01,1914,1,BRF,FL,40,112,10,32,6,1,1,15,1,,5,11,,2,4,, +grineda01,1914,1,SLN,NL,37,55,4,14,4,0,0,2,1,,6,18,,0,3,, +grohhe01,1914,1,CIN,NL,139,455,59,131,18,4,2,32,24,,64,28,,13,17,, +groombo01,1914,1,SLF,FL,42,94,5,15,2,1,0,4,0,,5,28,,0,1,, +hagemca01,1914,1,SLN,NL,12,16,0,2,0,0,0,0,0,,1,4,,0,0,, +hagemca01,1914,2,CHN,NL,16,15,2,7,1,0,0,1,0,,0,5,,0,0,, +hagerri01,1914,1,CLE,AL,37,61,2,1,1,0,0,0,0,,4,41,,0,2,, +halege01,1914,1,SLA,AL,6,11,1,2,0,0,0,0,0,,0,3,,0,0,, +hallma01,1914,1,DET,AL,25,23,0,1,0,0,0,0,0,,0,7,,0,0,, +haltal01,1914,1,BRF,FL,80,261,26,61,6,2,3,25,11,,13,39,,0,4,, +hamilea01,1914,1,SLA,AL,44,85,6,15,4,0,0,4,1,1,13,24,,1,7,, +hanfoch01,1914,1,BUF,FL,155,597,83,174,28,13,12,90,37,,32,81,,4,12,, +hargrbu01,1914,1,CHN,NL,23,36,3,8,2,0,0,2,2,,0,4,,0,1,, +harmobo01,1914,1,PIT,NL,44,86,6,12,0,0,1,6,0,,5,22,,0,5,, +harpeha01,1914,1,WS1,AL,23,12,1,3,0,0,0,1,1,1,0,4,,0,0,, +harribe02,1914,1,KCF,FL,31,45,3,9,1,1,0,2,0,,4,15,,0,3,, +harrijo03,1914,1,NYA,AL,2,1,0,0,0,0,0,0,0,,3,1,,1,1,, +hartefr01,1914,1,IND,FL,6,8,0,0,0,0,0,0,0,,0,0,,0,0,, +hartfbr01,1914,1,CLE,AL,8,22,5,4,1,0,0,0,0,,4,9,,0,0,, +hartlgr01,1914,1,SLF,FL,86,212,24,61,13,2,1,25,4,,12,26,,1,8,, +hartzro01,1914,1,NYA,AL,137,481,55,112,15,9,1,32,22,25,68,38,,6,22,, +heilmha01,1914,1,DET,AL,69,182,25,41,8,1,2,18,1,8,22,29,,2,12,, +hemined01,1914,1,SLA,AL,3,5,0,0,0,0,0,0,1,,1,1,,0,0,, +hendeed01,1914,1,PTF,FL,6,3,0,0,0,0,0,0,0,,1,0,,0,0,, +hendeed01,1914,2,IND,FL,2,4,0,0,0,0,0,0,0,,0,0,,0,0,, +hendrcl01,1914,1,CHF,FL,52,130,15,30,3,0,2,13,3,,7,20,,1,6,, +hennipe01,1914,1,KCF,FL,28,44,5,8,1,1,0,1,0,,4,12,,0,0,, +henriol01,1914,1,BOS,AL,63,95,16,25,2,1,1,5,5,4,22,12,,1,1,, +henryjo02,1914,1,WS1,AL,92,261,22,44,7,4,0,20,7,3,37,47,,1,10,, +herbeer01,1914,1,SLF,FL,25,13,4,7,1,0,0,2,0,,0,0,,0,0,, +herzobu01,1914,1,CIN,NL,138,498,54,140,14,8,1,40,46,,42,27,,9,15,, +hessot01,1914,1,BSN,NL,31,47,5,11,1,0,1,6,0,,1,11,,0,2,, +highhu01,1914,1,DET,AL,84,184,25,49,5,3,0,17,7,6,26,21,,2,9,, +hillypa01,1914,1,PHI,NL,8,10,2,3,0,0,0,1,0,,1,5,,0,0,, +hoblidi01,1914,1,CIN,NL,78,248,31,52,8,7,0,26,7,,26,26,,1,20,, +hoblidi01,1914,2,BOS,AL,69,229,31,73,10,3,0,33,12,12,19,21,,6,7,, +hochha01,1914,1,SLA,AL,15,18,0,1,0,0,0,0,0,,0,8,,0,0,, +hofmaso01,1914,1,BRF,FL,147,515,65,148,25,12,5,83,34,,54,41,,2,12,, +hogange01,1914,1,KCF,FL,4,4,0,0,0,0,0,0,0,,0,0,,0,0,, +holdebi01,1914,1,NYA,AL,50,165,12,30,3,2,0,12,2,4,16,26,,0,3,, +holdebi01,1914,2,CIN,NL,11,28,2,6,0,0,0,1,0,,3,5,,0,0,, +holkewa01,1914,1,NY1,NL,2,6,0,2,0,0,0,0,0,,0,0,,0,0,, +hollyed01,1914,1,PTF,FL,100,350,28,86,9,4,0,26,14,,17,52,,0,13,, +hoopeha01,1914,1,BOS,AL,142,530,85,137,23,15,1,41,19,14,58,47,,4,7,, +hoppebi01,1914,1,SLN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +houckby01,1914,1,PHA,AL,3,3,0,1,0,0,0,0,0,,0,0,,0,0,, +houckby01,1914,2,BRF,FL,17,30,3,7,1,1,1,1,0,,2,0,,0,1,, +housejo02,1914,1,BUF,FL,8,7,1,1,0,0,0,1,0,,0,0,,0,0,, +howariv01,1914,1,SLA,AL,81,209,21,51,6,2,0,20,14,10,28,42,,3,8,, +huenkal01,1914,1,NY1,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +huggimi01,1914,1,SLN,NL,148,509,85,134,17,4,1,24,32,,105,63,,7,14,, +hugheto02,1914,1,BSN,NL,2,7,0,0,0,0,0,0,0,,0,4,,0,0,, +hugheve01,1914,1,BLF,FL,3,1,0,0,0,0,0,0,0,,0,0,,0,0,, +hummejo01,1914,1,BRO,NL,73,208,25,55,8,9,0,20,5,,16,25,,0,6,, +humphbe01,1914,1,CHN,NL,35,55,4,13,0,0,0,6,0,,3,10,,0,3,, +hyattha01,1914,1,PIT,NL,74,79,2,17,3,1,1,15,1,,7,14,,2,2,, +ingerbo01,1914,1,CIN,NL,4,1,1,1,0,0,0,0,0,,0,0,,0,0,, +irelaha01,1914,1,PHI,NL,67,165,16,39,8,0,1,16,3,,21,22,,1,3,, +jacklfr01,1914,1,BLF,FL,122,337,40,93,21,4,2,48,7,,52,66,,2,5,, +jacksbi01,1914,1,CHF,FL,26,25,2,1,0,0,0,1,0,,3,5,,0,0,, +jacksjo01,1914,1,CLE,AL,122,453,61,153,22,13,3,53,22,15,41,34,,5,13,, +jacobel01,1914,1,PHI,NL,14,14,1,0,0,0,0,0,0,,1,7,,0,0,, +jamesbi01,1914,1,SLA,AL,44,89,4,10,1,1,0,2,1,2,4,38,,0,4,, +jamesbi02,1914,1,BSN,NL,49,129,9,33,3,0,0,9,0,,0,20,,1,5,, +jamesle01,1914,1,CLE,AL,17,12,1,0,0,0,0,0,0,,2,9,,0,0,, +janvrha01,1914,1,BOS,AL,145,492,65,117,18,6,1,51,29,20,38,50,,3,20,, +jaspehi01,1914,1,CHA,AL,16,5,0,0,0,0,0,4,0,,0,1,,0,0,, +jenkijo01,1914,1,SLA,AL,19,32,0,4,1,1,0,0,2,,1,11,,0,0,, +jensewi01,1914,1,PHA,AL,1,2,1,0,0,0,0,0,0,,1,2,,0,0,, +johnsch02,1914,1,CIN,NL,1,0,1,0,0,0,0,0,0,,1,0,,0,0,, +johnsch02,1914,2,KCF,FL,20,49,3,6,1,1,1,2,0,,0,23,,1,1,, +johnsdo01,1914,1,CLE,AL,103,340,43,83,15,1,0,23,14,9,28,46,,5,11,, +johnsel01,1914,1,NY1,NL,11,12,0,2,1,0,0,0,0,,1,3,,0,0,, +johnsji01,1914,1,CHN,NL,50,101,9,23,3,2,1,8,3,,4,9,,1,5,, +johnsra01,1914,1,BOS,AL,16,30,2,4,0,0,0,2,0,,0,13,,1,2,, +johnsra01,1914,2,CHF,FL,16,37,1,4,0,0,0,1,0,,1,0,,0,0,, +johnswa01,1914,1,WS1,AL,55,136,23,30,4,1,3,16,2,1,10,27,,0,5,, +jonesda01,1914,1,PTF,FL,97,352,58,96,9,8,2,24,15,,42,16,,3,15,, +jonesfi01,1914,1,SLF,FL,5,3,0,1,0,0,0,0,0,,1,0,,0,0,, +jonessa01,1914,1,CLE,AL,1,2,0,1,0,0,0,0,0,,0,1,,0,0,, +juulhe02,1914,1,BRF,FL,9,9,1,2,0,0,0,0,0,,0,0,,0,0,, +kadinja01,1914,1,CHF,FL,3,3,0,0,0,0,0,0,0,,0,0,,0,0,, +kaforja01,1914,1,PIT,NL,21,23,2,3,0,0,0,0,0,,0,6,,2,0,, +kahlege01,1914,1,CLE,AL,2,5,1,0,0,0,0,0,0,,1,3,,0,0,, +kaiseal01,1914,1,IND,FL,59,187,22,43,10,0,1,16,6,,17,41,,2,9,, +kaisege01,1914,1,IND,FL,37,98,7,11,2,1,0,3,1,,6,55,,0,3,, +kantler01,1914,1,PIT,NL,21,15,3,1,0,0,0,1,0,,3,7,,0,0,, +kauffbe01,1914,1,IND,FL,154,571,120,211,44,13,8,95,75,,72,55,,8,16,, +kauffdi01,1914,1,SLA,AL,7,15,1,4,1,0,0,2,0,,0,3,,0,0,, +kavanch01,1914,1,CHA,AL,6,5,0,1,0,0,0,0,0,,0,2,,1,0,, +kavanle01,1914,1,CHF,FL,5,11,0,3,0,0,0,1,0,,1,0,,0,0,, +kavanma01,1914,1,DET,AL,128,439,60,109,21,6,4,35,16,14,41,42,,4,16,, +keatich01,1914,1,CHN,NL,20,30,3,3,0,1,0,0,0,,6,9,,0,0,, +keatira01,1914,1,NYA,AL,35,71,6,12,1,0,0,6,1,,4,25,,0,3,, +keifeka01,1914,1,IND,FL,1,3,0,1,0,0,0,1,0,,0,0,,0,0,, +kellobi01,1914,1,CIN,NL,71,126,14,22,0,1,0,7,7,,14,28,,1,4,, +kellyed01,1914,1,BOS,AL,3,1,0,0,0,0,0,0,0,,0,1,,0,0,, +kellyhe01,1914,1,PIT,NL,5,9,1,2,0,0,0,0,0,,0,5,,0,0,, +kellyji01,1914,1,PIT,NL,32,44,4,10,2,1,0,3,0,,2,3,,0,2,, +kellyjo03,1914,1,PIT,NL,141,508,47,113,19,9,1,48,21,,39,59,,4,19,, +kenwobi01,1914,1,KCF,FL,146,545,93,173,40,14,15,91,37,,36,44,,11,19,, +kerrdo01,1914,1,PTF,FL,42,71,3,17,4,2,1,7,0,,10,13,,0,1,, +kerrdo01,1914,2,BLF,FL,14,34,4,9,1,1,0,1,1,,1,6,,0,0,, +keupphe01,1914,1,SLF,FL,42,68,4,17,4,0,0,8,0,,3,15,,1,4,, +kilhupa01,1914,1,PIT,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +killebi01,1914,1,PHI,NL,98,299,27,70,10,1,0,27,3,,8,17,,3,10,, +killere01,1914,1,CIN,NL,42,141,16,39,6,1,0,12,11,,20,18,,5,6,, +kingmha01,1914,1,NYA,AL,4,3,0,0,0,0,0,0,0,,1,2,,0,0,, +kippeed01,1914,1,CIN,NL,2,2,0,0,0,0,0,0,0,,0,0,,0,0,, +kirbyla01,1914,1,SLF,FL,52,195,21,48,6,3,2,18,5,,14,30,,2,3,, +kirkeja01,1914,1,CLE,AL,67,242,18,66,10,2,1,25,5,10,7,30,,1,4,, +kirkpen01,1914,1,BLF,FL,55,174,22,44,7,2,2,16,10,,18,30,,2,4,, +knabeot01,1914,1,BLF,FL,147,469,45,106,26,2,2,42,10,,53,28,,2,27,, +knetzel01,1914,1,PTF,FL,37,91,6,9,1,0,0,3,0,,1,35,,0,9,, +knisepe01,1914,1,CHN,NL,37,69,5,9,0,1,0,5,0,,5,6,,1,1,, +koestel01,1914,1,CHN,NL,4,1,0,0,0,0,0,0,0,,0,0,,0,0,, +koestel01,1914,2,CIN,NL,5,5,0,2,1,0,0,0,0,,0,0,,0,0,, +kommefr01,1914,1,SLF,FL,76,244,33,75,9,8,3,41,7,,24,36,,3,7,, +kommefr01,1914,2,BLF,FL,16,42,5,9,1,0,1,1,0,,7,7,,1,1,, +koneted01,1914,1,PIT,NL,154,563,56,140,23,9,4,51,20,,32,48,,2,25,, +kopfla01,1914,1,PHA,AL,37,69,8,13,2,2,0,12,6,,8,14,,3,5,, +kraftcl01,1914,1,BSN,NL,3,3,0,1,0,0,0,0,0,,0,1,,0,0,, +krappge01,1914,1,BUF,FL,39,77,8,11,3,0,0,3,2,,10,21,,0,2,, +krugear01,1914,1,KCF,FL,122,441,45,114,24,7,4,47,11,,23,59,,1,14,, +kuhnwa01,1914,1,CHA,AL,17,40,4,11,1,0,0,0,2,3,8,11,,0,0,, +lafited01,1914,1,BRF,FL,42,101,12,26,4,0,1,9,0,,3,14,,0,4,, +lajoina01,1914,1,CLE,AL,121,419,37,108,14,3,0,50,14,15,32,15,,2,15,, +landgr01,1914,1,BRF,FL,102,335,24,92,6,2,0,29,7,,12,23,,3,4,, +langeer01,1914,1,CHF,FL,36,51,4,9,1,0,0,2,0,,11,14,,0,1,, +laporfr01,1914,1,IND,FL,133,505,86,157,27,12,4,107,15,,36,36,,4,21,, +lappja01,1914,1,PHA,AL,69,199,22,46,7,2,0,19,1,4,31,14,,1,10,, +larosha01,1914,1,CIN,NL,22,48,7,11,1,0,0,5,4,,2,10,,0,0,, +lathrbi01,1914,1,CHA,AL,19,12,0,0,0,0,0,0,0,,0,4,,1,1,, +lavando01,1914,1,SLA,AL,75,239,21,63,7,4,1,21,6,12,17,39,,2,5,, +lavenji01,1914,1,CHN,NL,37,63,8,11,3,1,0,5,2,,6,25,,2,3,, +lavigar01,1914,1,BUF,FL,51,90,10,14,2,0,0,4,0,,7,25,,0,2,, +leachto01,1914,1,CHN,NL,153,577,80,152,24,9,7,46,16,,79,50,,1,19,, +learki01,1914,1,CIN,NL,17,16,2,3,0,1,0,1,0,,1,6,,0,0,, +learyjo01,1914,1,SLA,AL,144,533,35,141,28,7,0,45,9,15,10,71,,3,6,, +leclage01,1914,1,PTF,FL,22,34,3,5,0,1,0,0,0,,0,3,,0,1,, +leibone01,1914,1,CLE,AL,115,402,46,106,13,3,0,32,12,14,54,56,,2,6,, +lelivja01,1914,1,CLE,AL,34,64,6,21,5,1,0,13,2,3,2,10,,0,1,, +lennoed01,1914,1,PTF,FL,124,430,71,134,25,10,11,84,19,,71,38,,4,14,, +leonadu01,1914,1,BOS,AL,36,68,3,10,1,0,0,4,0,,4,11,,0,9,, +leonajo01,1914,1,PIT,NL,53,126,17,25,2,2,0,4,4,,12,21,,0,7,, +leverwa01,1914,1,SLA,AL,29,33,2,6,0,0,0,0,0,,1,11,,0,0,, +lewisdu01,1914,1,BOS,AL,146,510,53,142,37,9,2,79,22,31,57,41,,5,24,, +lewisja01,1914,1,PTF,FL,117,394,32,92,14,5,1,48,9,,17,46,,6,23,, +loberfr01,1914,1,BLF,FL,11,30,3,6,0,1,0,2,0,,0,0,,0,1,, +loberha01,1914,1,PHI,NL,135,505,83,139,24,5,1,52,31,,49,32,,3,24,, +lohrho01,1914,1,CIN,NL,18,47,6,10,1,1,0,7,2,,0,8,,0,1,, +lordha01,1914,1,CHA,AL,21,69,8,13,1,1,1,3,2,2,5,3,,0,4,, +loudeba01,1914,1,BUF,FL,126,431,73,135,11,4,6,63,35,,52,41,,3,18,, +luderfr01,1914,1,PHI,NL,121,443,55,110,16,5,12,55,2,,33,31,,5,7,, +luquedo01,1914,1,BSN,NL,2,2,0,0,0,0,0,0,0,,0,0,,0,1,, +mackea01,1914,1,PHA,AL,2,8,0,0,0,0,0,1,1,,0,0,,0,0,, +maddefr01,1914,1,PTF,FL,2,2,0,1,0,0,0,1,0,,0,0,,0,0,, +mageele01,1914,1,SLN,NL,142,529,59,150,23,4,2,40,36,,42,24,,1,35,, +mageesh01,1914,1,PHI,NL,146,544,96,171,39,11,15,103,25,,55,42,,3,14,, +mainal01,1914,1,DET,AL,32,40,1,4,0,0,0,0,0,1,3,15,,0,0,, +maisefr01,1914,1,NYA,AL,150,548,78,131,23,9,2,47,74,17,76,69,,2,4,, +mamaual01,1914,1,PIT,NL,13,20,4,5,1,0,0,0,0,,0,3,,0,0,, +mandaca01,1914,1,CHA,AL,9,15,2,4,0,0,0,1,1,,3,3,,0,2,, +mannier01,1914,1,SLA,AL,7,4,0,0,0,0,0,0,0,,0,1,,0,1,, +mannle01,1914,1,BSN,NL,126,389,44,96,16,11,4,40,9,,24,50,,1,11,, +maranra01,1914,1,BSN,NL,156,586,74,144,23,6,4,78,28,,45,56,,6,27,, +marioda01,1914,1,BRF,FL,17,36,2,7,0,0,0,1,0,,0,0,,0,0,, +marquru01,1914,1,NY1,NL,39,84,3,15,0,0,0,0,0,,2,15,,0,5,, +marsaar01,1914,1,CIN,NL,36,124,16,37,3,0,0,22,13,,14,6,,1,6,, +marsaar01,1914,2,SLF,FL,9,40,5,14,0,2,0,2,4,,3,0,,0,0,, +marshru01,1914,1,PHI,NL,27,43,1,6,0,0,0,1,0,,1,8,,0,3,, +martibi01,1914,1,BSN,NL,1,3,0,0,0,0,0,0,0,,0,0,,0,0,, +martija01,1914,1,BSN,NL,33,85,10,18,2,0,0,5,0,,6,7,,0,3,, +martija01,1914,2,PHI,NL,83,292,26,74,5,3,0,21,6,,27,29,,1,14,, +mathech01,1914,1,NY1,NL,41,105,8,23,3,1,0,4,4,,11,12,,0,4,, +mathejo01,1914,1,SLF,FL,26,85,10,25,3,0,0,6,1,,9,11,,0,1,, +matteed01,1914,1,PHI,NL,15,22,2,4,1,0,0,1,0,,0,4,,0,0,, +mattira01,1914,1,PTF,FL,36,85,14,21,4,1,0,8,2,,9,11,,1,4,, +maxwebe01,1914,1,BRF,FL,12,23,0,2,0,0,0,0,0,,1,0,,0,1,, +mayerer01,1914,1,PHI,NL,48,108,10,21,4,1,1,5,0,,6,24,,0,3,, +mayerwa01,1914,1,CHA,AL,40,85,7,14,3,1,0,5,1,1,14,23,,1,2,, +mcartdi01,1914,1,PIT,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcaulik01,1914,1,PIT,NL,15,24,3,3,0,0,0,0,0,,0,8,,0,2,, +mcavoge01,1914,1,PHI,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +mcavowi01,1914,1,PHA,AL,8,16,1,2,0,1,0,0,0,,0,4,,0,0,, +mcbrige01,1914,1,WS1,AL,156,503,49,102,12,4,0,24,12,14,43,70,,6,22,, +mccanja01,1914,1,BLF,FL,11,31,5,8,0,1,0,1,0,,3,0,,1,0,, +mccaral01,1914,1,PIT,NL,57,173,14,26,0,1,1,14,2,,6,17,,3,7,, +mccarle01,1914,1,BRO,NL,90,284,20,72,14,2,1,30,1,,14,22,,2,10,, +mcconge01,1914,1,CHN,NL,1,2,0,0,0,0,0,0,0,,0,1,,0,0,, +mcconra01,1914,1,IND,FL,7,8,0,1,1,0,0,0,0,,0,0,,0,0,, +mccreed01,1914,1,DET,AL,3,1,0,0,0,0,0,0,0,,0,0,,0,0,, +mcdonte01,1914,1,PTF,FL,67,223,27,71,16,7,3,29,9,,13,23,,2,2,, +mcdonte01,1914,2,BUF,FL,69,250,32,74,13,6,3,32,11,,20,26,,2,9,, +mcgrajo02,1914,1,BRF,FL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +mcguito01,1914,1,CHF,FL,43,70,5,19,4,1,1,11,0,,7,17,,0,0,, +mchalma01,1914,1,NYA,AL,32,60,5,12,0,1,0,0,1,,4,15,,0,2,, +mcinnst01,1914,1,PHA,AL,149,576,74,181,12,8,1,95,25,19,19,27,,4,29,, +mckecbi01,1914,1,IND,FL,149,570,107,173,24,6,2,38,47,,53,36,,5,36,, +mckeere01,1914,1,DET,AL,34,64,7,12,1,1,0,8,1,2,14,16,,1,2,, +mclauki01,1914,1,CIN,NL,3,2,1,0,0,0,0,0,0,,0,0,,0,0,, +mcleala01,1914,1,NY1,NL,79,154,8,40,6,0,0,14,4,,4,9,,1,2,, +mcmulfr01,1914,1,DET,AL,1,1,0,0,0,0,0,0,0,,0,1,,0,0,, +mcquige01,1914,1,PIT,NL,45,73,3,5,1,0,0,6,0,,6,24,,0,8,, +mearach01,1914,1,NYA,AL,4,7,2,2,0,0,0,1,0,1,2,2,,0,0,, +menosmi01,1914,1,PTF,FL,68,140,26,37,4,1,2,9,5,,16,30,,3,5,, +mensoed01,1914,1,PIT,NL,44,89,15,18,2,1,1,6,2,,22,13,,2,5,, +merklfr01,1914,1,NY1,NL,146,512,71,132,25,7,7,63,23,,52,80,,1,7,, +messebo01,1914,1,SLA,AL,1,2,0,0,0,0,0,0,0,,0,0,,0,0,, +meuseir01,1914,1,WS1,AL,1,2,0,0,0,0,0,0,0,,0,0,,0,0,, +meyerbe01,1914,1,BLF,FL,143,500,76,152,18,10,5,40,23,,71,53,,4,18,, +meyerch01,1914,1,NY1,NL,134,381,33,109,13,5,1,55,4,,34,25,,8,5,, +milancl01,1914,1,WS1,AL,115,437,63,129,19,11,1,39,38,21,32,26,,2,10,, +millech02,1914,1,SLN,NL,36,36,4,7,1,0,0,2,2,,3,9,,0,0,, +milledo02,1914,1,SLN,NL,155,573,67,166,27,10,4,88,16,,34,52,,9,18,, +milledo03,1914,1,CIN,NL,93,192,8,49,7,2,0,33,4,,16,18,,0,4,, +milleed02,1914,1,SLA,AL,41,58,8,8,0,1,0,4,1,3,4,13,,2,4,, +millehu01,1914,1,SLF,FL,132,490,51,109,20,5,0,46,4,,27,57,,1,15,, +milleot01,1914,1,BRO,NL,54,169,17,39,6,1,0,9,0,,7,20,,0,3,, +millewa02,1914,1,SLF,FL,121,402,49,118,17,7,4,50,18,,59,36,,10,11,, +millsfr01,1914,1,CLE,AL,4,8,0,1,0,0,0,0,0,,1,2,,0,0,, +missejo01,1914,1,SLF,FL,99,306,28,60,8,1,0,22,3,,36,52,,0,19,, +mitchmi01,1914,1,PIT,NL,76,273,31,64,11,5,2,23,5,,16,16,,1,7,, +mitchmi01,1914,2,WS1,AL,55,193,20,55,5,3,1,20,9,7,22,19,,1,10,, +mitchro01,1914,1,SLA,AL,28,34,4,7,1,0,0,0,1,,2,7,,0,0,, +mitchwi01,1914,1,CLE,AL,39,81,5,7,1,0,0,4,0,1,8,22,,0,8,, +moellda01,1914,1,WS1,AL,151,571,83,143,19,10,1,45,26,25,71,89,,7,14,, +mollefr01,1914,1,PHI,NL,3,8,0,1,0,0,0,0,0,,2,0,,0,1,, +mollwfr01,1914,1,CHN,NL,13,20,0,3,0,0,0,1,1,,0,3,,0,0,, +mollwfr01,1914,2,CIN,NL,32,111,12,18,2,0,0,5,2,,3,9,,2,2,, +mooreea01,1914,1,BUF,FL,36,56,7,9,0,0,0,2,0,,5,21,,0,3,, +moorefe01,1914,1,PHA,AL,2,4,1,2,0,0,0,1,0,,0,2,,0,1,, +moranha01,1914,1,BUF,FL,34,51,5,10,1,1,0,0,0,,4,7,,0,3,, +moranhe01,1914,1,CIN,NL,107,395,43,93,10,5,1,35,26,,41,29,,3,7,, +moranhe01,1914,2,BSN,NL,41,154,24,41,3,1,0,4,4,,17,11,,2,5,, +moranpa01,1914,1,PHI,NL,1,0,0,0,0,0,0,1,0,,0,0,,0,0,, +morgara01,1914,1,WS1,AL,147,491,50,126,22,8,1,49,24,17,62,34,,10,14,, +moriage02,1914,1,DET,AL,132,465,56,118,19,5,1,40,34,15,39,27,,5,25,, +mortogu01,1914,1,CLE,AL,25,35,0,1,0,0,0,0,0,,0,10,,0,2,, +moselea01,1914,1,IND,FL,43,109,9,12,0,1,0,5,5,,7,57,,0,7,, +mowremi01,1914,1,PIT,NL,79,284,24,72,7,5,1,25,8,,22,20,,4,8,, +mullech01,1914,1,NYA,AL,93,323,33,84,8,0,0,44,11,17,33,55,,2,21,, +mullige01,1914,1,IND,FL,43,77,11,24,5,3,0,21,0,,11,15,,1,4,, +murphda02,1914,1,BRF,FL,52,161,16,49,9,0,4,32,4,,17,16,,1,10,, +murphdu01,1914,1,PHI,NL,9,26,1,4,1,0,0,3,0,,0,4,,1,1,, +murphed02,1914,1,PHA,AL,148,573,101,156,12,9,3,43,36,32,87,46,,12,10,, +murraji01,1914,1,BSN,NL,39,112,10,26,4,2,0,12,2,,6,24,,1,2,, +murrare01,1914,1,NY1,NL,86,139,19,31,6,3,0,23,11,,9,7,,0,7,, +myersha01,1914,1,BRF,FL,92,305,61,67,10,5,1,29,43,,44,43,,2,10,, +myershy01,1914,1,BRO,NL,70,227,35,65,3,9,0,17,2,,7,24,,3,9,, +nashke01,1914,1,SLN,NL,24,51,4,14,3,1,0,6,0,,6,10,,0,1,, +needhto01,1914,1,CHN,NL,9,17,3,2,1,0,0,3,1,,1,4,,0,0,, +neffdo01,1914,1,WS1,AL,3,2,0,0,0,0,0,0,0,,0,0,,0,0,, +niehadi01,1914,1,SLN,NL,8,4,0,1,1,0,0,0,0,,1,2,,0,0,, +niehobe01,1914,1,CIN,NL,142,484,46,117,16,9,4,49,20,,38,77,,1,11,, +nunamle01,1914,1,BOS,AL,5,5,0,1,0,0,0,0,0,,1,0,,0,0,, +nunamle01,1914,2,NYA,AL,87,257,19,68,10,3,2,29,11,9,22,34,,2,3,, +oakesre01,1914,1,PTF,FL,145,571,82,178,18,10,7,75,28,,35,22,,7,19,, +oconnpa02,1914,1,SLN,NL,10,9,0,0,0,0,0,0,0,,2,2,,1,0,, +oeschjo01,1914,1,PHI,NL,32,40,2,3,0,0,0,2,0,,0,15,,0,1,, +oldhare01,1914,1,DET,AL,9,15,1,4,2,0,0,1,0,,0,6,,0,1,, +oldriru01,1914,1,PHA,AL,119,466,68,129,21,7,3,49,14,16,18,35,,3,13,, +olsoniv01,1914,1,CLE,AL,89,310,22,75,6,2,1,20,15,9,13,24,,1,7,, +omaraol01,1914,1,BRO,NL,67,247,41,65,10,2,1,7,14,,16,26,,3,7,, +oneilst01,1914,1,CLE,AL,87,269,28,68,12,2,0,20,1,3,15,35,,0,2,, +orrbi01,1914,1,PHA,AL,10,24,3,4,1,1,0,1,1,1,2,5,,0,0,, +ostenfr01,1914,1,IND,FL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +otoolma01,1914,1,PIT,NL,19,30,3,5,0,2,0,1,0,,0,6,,0,0,, +otoolma01,1914,2,NY1,NL,10,10,1,3,1,0,0,0,0,,0,0,,0,1,, +owensfr01,1914,1,BRF,FL,58,184,15,51,7,3,2,20,2,,9,16,,1,2,, +package01,1914,1,KCF,FL,45,116,13,28,2,2,1,12,1,,2,22,,0,5,, +paskedo01,1914,1,PHI,NL,132,451,59,119,25,6,3,44,23,,56,68,,3,19,, +pearcge01,1914,1,CHN,NL,30,45,2,4,1,0,0,3,0,,0,19,,0,2,, +peckiro01,1914,1,NYA,AL,157,570,55,127,14,6,3,51,38,17,51,73,,1,13,, +pennohe01,1914,1,PHA,AL,28,56,7,12,0,2,0,9,0,,2,11,,0,1,, +perduhu01,1914,1,BSN,NL,9,14,2,1,0,1,0,2,0,,1,5,,0,1,, +perduhu01,1914,2,SLN,NL,22,48,0,8,0,0,0,2,0,,2,11,,0,5,, +perrige01,1914,1,KCF,FL,144,496,68,138,28,10,2,69,7,,59,39,,0,13,, +perripo01,1914,1,SLN,NL,41,92,4,13,1,1,0,3,2,,3,30,,0,7,, +peterru01,1914,1,BRF,FL,11,11,1,1,0,0,0,1,0,,1,0,,0,1,, +pettine01,1914,1,BUF,FL,2,2,0,0,0,0,0,0,0,,0,0,,0,0,, +pezolla01,1914,1,CLE,AL,23,71,4,16,0,1,0,5,2,3,9,6,,0,2,, +pfeffje01,1914,1,BRO,NL,44,116,8,23,2,0,0,6,0,,2,31,,0,1,, +phelaar01,1914,1,CHN,NL,25,46,5,13,2,1,0,3,0,,4,3,,0,2,, +pickch01,1914,1,WS1,AL,10,23,0,9,0,0,0,1,1,2,4,4,,0,1,, +piehcy01,1914,1,NYA,AL,19,17,1,2,1,0,0,2,0,,2,8,,0,1,, +piezsa01,1914,1,NY1,NL,37,8,9,3,0,1,0,3,4,,0,1,,0,0,, +planked01,1914,1,PHA,AL,34,60,6,9,2,0,0,5,1,1,4,14,,0,7,, +porraed01,1914,1,BUF,FL,3,4,0,0,0,0,0,0,0,,0,0,,0,0,, +porteir01,1914,1,CHA,AL,1,4,1,1,0,0,0,0,0,,0,1,,0,0,, +pottsjo01,1914,1,KCF,FL,41,102,14,27,4,0,1,9,7,,25,13,,1,5,, +prattde01,1914,1,SLA,AL,158,584,85,165,34,13,5,65,37,28,50,45,,2,18,, +prattla01,1914,1,BOS,AL,5,4,0,0,0,0,0,0,0,,0,4,,0,0,, +prendmi01,1914,1,CHF,FL,30,37,1,4,0,0,0,0,0,,3,9,,1,4,, +purtebi01,1914,1,DET,AL,28,76,4,13,4,0,0,3,0,2,2,7,,1,3,, +quinnja01,1914,1,BLF,FL,48,121,10,33,6,1,2,10,1,,8,21,,0,8,, +raganpa01,1914,1,BRO,NL,38,75,4,10,2,0,0,2,1,,1,14,,0,1,, +raridbi01,1914,1,IND,FL,131,396,44,93,15,5,0,47,12,,61,43,,0,11,, +rawlijo01,1914,1,CIN,NL,33,60,9,13,1,0,0,8,1,,6,8,,0,4,, +rawlijo01,1914,2,KCF,FL,61,193,19,41,3,0,0,15,6,,22,25,,1,7,, +reedmi01,1914,1,PHI,NL,44,107,10,22,2,1,0,2,4,,10,13,,1,5,, +rehgwa01,1914,1,BOS,AL,88,151,14,33,4,2,0,11,5,8,18,11,,1,1,, +reillto01,1914,1,CLE,AL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +reulbed01,1914,1,BRO,NL,44,74,3,9,1,1,0,6,1,,11,28,,0,3,, +reynobi01,1914,1,NYA,AL,4,5,0,2,0,0,0,0,0,,0,3,,0,0,, +reynoro01,1914,1,DET,AL,26,21,1,1,0,0,0,0,0,,0,8,,0,1,, +rheamcy01,1914,1,PTF,FL,73,214,15,45,5,3,0,20,6,,9,33,,0,9,, +rickebr01,1914,1,SLA,AL,2,2,0,0,0,0,0,0,0,,0,1,,0,0,, +ridgwja01,1914,1,BLF,FL,4,1,0,0,0,0,0,0,0,,0,0,,0,0,, +riggejo01,1914,1,BRO,NL,27,83,6,16,1,3,2,6,2,,4,20,,0,2,, +riggejo01,1914,2,SLN,NL,34,89,9,19,5,2,0,8,4,,5,14,,0,4,, +ritteha01,1914,1,NY1,NL,1,3,0,0,0,0,0,0,0,,0,1,,0,0,, +rixeyep01,1914,1,PHI,NL,24,26,2,1,1,0,0,0,0,,4,4,,0,0,, +roberda01,1914,1,NY1,NL,82,256,25,68,12,3,2,32,9,,10,26,,2,7,, +robersk01,1914,1,PTF,FL,33,55,7,12,2,1,0,4,2,,1,11,,1,1,, +robersk01,1914,2,CHF,FL,4,3,0,1,0,0,0,1,0,,1,1,,0,0,, +robersk01,1914,3,PTF,FL,19,39,5,10,2,1,1,4,1,,1,8,,1,0,, +robinha01,1914,1,SLN,NL,26,35,3,6,0,0,0,1,0,,2,4,,0,3,, +rochebe01,1914,1,PHA,AL,1,2,0,1,0,0,0,0,0,,0,1,,0,0,, +rocheja01,1914,1,SLN,NL,12,9,1,6,2,1,0,3,1,,0,1,,1,0,, +rogerja01,1914,1,NYA,AL,5,8,0,0,0,0,0,0,0,,0,4,,0,0,, +roonefr01,1914,1,IND,FL,12,35,1,7,0,1,1,8,2,,1,0,,0,1,, +rothbr01,1914,1,CHA,AL,34,126,14,37,4,6,1,10,3,3,8,25,,4,3,, +roushed01,1914,1,IND,FL,74,166,26,54,8,4,1,30,12,,6,20,,1,16,, +rowanja01,1914,1,CIN,NL,12,8,0,0,0,0,0,0,0,,0,4,,1,0,, +ruckena01,1914,1,BRO,NL,16,34,6,9,1,1,0,1,0,,1,4,,0,3,, +rudoldi01,1914,1,BSN,NL,43,120,10,15,4,1,0,8,1,,11,19,,1,5,, +rumlewi01,1914,1,SLA,AL,34,46,2,8,1,0,0,6,2,2,3,12,,1,3,, +russeha01,1914,1,BLF,FL,81,168,18,39,3,2,0,13,2,,18,17,,1,3,, +russere01,1914,1,CHA,AL,46,64,6,17,1,1,0,7,0,,1,14,,0,0,, +ruthba01,1914,1,BOS,AL,5,10,1,2,1,0,0,2,0,,0,4,,0,0,, +saiervi01,1914,1,CHN,NL,153,537,87,129,24,8,18,72,19,,94,61,,4,23,, +sallesl01,1914,1,SLN,NL,46,91,6,21,1,0,0,3,0,,3,17,,0,6,, +savagji01,1914,1,PTF,FL,132,479,81,136,9,9,1,26,17,,67,32,,0,11,, +schaege01,1914,1,WS1,AL,30,29,6,7,1,0,0,2,4,1,3,5,,0,1,, +schalra01,1914,1,CHA,AL,136,392,30,106,13,2,0,36,24,11,38,24,,8,21,, +schanbo01,1914,1,PIT,NL,11,35,0,8,1,1,0,1,0,,0,10,,0,1,, +schanwa01,1914,1,PHA,AL,107,307,44,88,11,8,3,45,7,7,32,33,,9,7,, +schauru01,1914,1,NY1,NL,6,7,0,1,0,0,0,0,0,,0,3,,0,0,, +scheeal01,1914,1,IND,FL,120,363,63,111,23,6,3,45,9,,49,39,,5,8,, +scheefr01,1914,1,PIT,NL,11,31,4,9,0,1,1,2,1,,1,6,,0,0,, +schirdu01,1914,1,SLA,AL,1,0,0,0,0,0,0,0,2,,1,0,,0,0,, +schlala01,1914,1,BUF,FL,51,127,16,33,7,1,2,19,3,,12,22,,3,1,, +schlibi01,1914,1,BUF,FL,3,1,0,1,0,0,0,0,0,,0,0,,0,0,, +schmibu01,1914,1,BSN,NL,147,537,67,153,17,9,1,71,14,,43,55,,11,23,, +schmuch01,1914,1,BRO,NL,18,16,2,3,1,0,0,0,0,,2,5,,0,0,, +schnepe01,1914,1,CIN,NL,31,45,1,8,1,0,1,4,0,,3,10,,0,1,, +schreha01,1914,1,CHA,AL,1,2,0,0,0,0,0,0,0,,0,1,,0,0,, +schulal01,1914,1,NYA,AL,6,7,0,0,0,0,0,0,0,,2,5,,0,0,, +schulal01,1914,2,BUF,FL,27,56,3,10,0,0,1,6,0,,3,13,,1,2,, +schulfr01,1914,1,CHN,NL,137,465,54,112,22,7,5,61,16,,39,55,,5,18,, +schupfe01,1914,1,NY1,NL,8,2,0,0,0,0,0,0,0,,0,2,,0,0,, +schwepi01,1914,1,NYA,AL,3,6,0,0,0,0,0,0,0,,2,3,,0,0,, +scottev01,1914,1,BOS,AL,144,539,66,129,15,6,2,37,9,14,32,43,,3,26,, +scottji01,1914,1,CHA,AL,43,86,3,14,3,0,0,2,0,2,3,19,,0,2,, +scottji02,1914,1,PTF,FL,8,24,2,6,1,0,0,1,1,,5,0,,0,0,, +seatoto01,1914,1,BRF,FL,44,107,14,22,3,2,1,7,3,,9,39,,0,1,, +shafera01,1914,1,PIT,NL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +shankho01,1914,1,WS1,AL,143,500,44,112,22,10,4,64,18,16,29,51,,2,30,, +shawal02,1914,1,BRF,FL,112,376,81,122,27,7,5,49,24,,44,59,,0,10,, +shawji01,1914,1,WS1,AL,48,85,5,10,1,0,1,2,0,,1,34,,0,3,, +shawkbo01,1914,1,PHA,AL,38,83,6,17,2,0,0,5,0,,4,22,,0,4,, +shermda01,1914,1,CHF,FL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +shoreer01,1914,1,BOS,AL,20,49,1,5,0,0,0,0,0,,0,19,,1,1,, +shottbu01,1914,1,SLA,AL,154,579,82,156,19,9,0,38,40,29,64,66,,2,10,, +siglipa01,1914,1,PIT,NL,14,39,4,6,0,0,0,2,1,,4,6,,0,1,, +simmoha01,1914,1,BLF,FL,114,352,50,95,16,5,1,38,7,,32,26,,6,9,, +simonmi01,1914,1,SLF,FL,93,276,21,57,11,2,0,21,2,,18,21,,3,7,, +smithbo01,1914,1,BUF,FL,15,9,2,2,0,1,0,3,0,,0,0,,0,0,, +smithch02,1914,1,CHN,NL,16,11,0,1,0,0,0,0,0,,0,4,,0,1,, +smithel02,1914,1,CLE,AL,13,53,5,17,3,0,0,8,1,1,2,11,,0,1,, +smithfr03,1914,1,BLF,FL,41,59,4,12,4,1,0,3,0,,3,21,,0,3,, +smithfr05,1914,1,BUF,FL,145,473,48,104,12,10,2,45,24,,49,78,,3,13,, +smithha06,1914,1,NY1,NL,5,7,0,3,0,0,0,2,1,,3,1,,0,0,, +smithji01,1914,1,CHF,FL,3,6,1,3,1,0,0,1,0,,0,0,,0,0,, +smithre02,1914,1,BRO,NL,90,330,39,81,10,8,4,48,11,,30,26,,1,13,, +smithre02,1914,2,BSN,NL,60,207,30,65,17,1,3,37,4,,28,24,,2,14,, +smithsy01,1914,1,PIT,NL,5,11,1,3,0,0,0,1,0,,0,1,,0,0,, +smithwa01,1914,1,WS1,AL,45,97,11,19,4,1,0,8,3,4,3,12,,2,2,, +snodgfr01,1914,1,NY1,NL,113,392,54,103,20,4,0,44,25,,37,43,,6,10,, +snydech03,1914,1,BUF,FL,1,0,0,0,0,0,0,0,0,,1,0,,0,0,, +snydefr01,1914,1,SLN,NL,100,326,19,75,15,4,1,25,1,,13,28,,1,15,, +sommeru01,1914,1,BRF,FL,23,24,1,6,1,1,0,0,0,,3,0,,1,0,, +sothoal01,1914,1,SLA,AL,1,2,0,0,0,0,0,0,0,,0,1,,0,0,, +speaktr01,1914,1,BOS,AL,158,571,101,193,46,18,4,90,42,29,77,25,,7,13,, +stacked01,1914,1,CHN,NL,7,4,0,0,0,0,0,0,0,,1,2,,0,0,, +stanaos01,1914,1,DET,AL,122,400,16,77,8,4,0,25,2,1,24,58,,2,15,, +stanlji01,1914,1,CHF,FL,54,98,13,19,3,0,0,4,2,,19,14,,4,3,, +steelbi01,1914,1,SLN,NL,17,17,2,5,2,0,0,1,0,,1,2,,0,1,, +steelbi01,1914,2,BRO,NL,8,3,1,1,1,0,0,2,0,,1,1,,0,1,, +steenbi01,1914,1,CLE,AL,30,70,4,14,2,0,0,5,0,1,2,26,,1,3,, +stengca01,1914,1,BRO,NL,126,412,55,130,13,10,4,60,19,,56,55,,5,10,, +steveji01,1914,1,WS1,AL,2,1,0,0,0,0,0,0,0,,0,0,,0,0,, +stewatu01,1914,1,CHN,NL,2,1,0,0,0,0,0,0,0,,0,0,,0,0,, +stockmi01,1914,1,NY1,NL,115,365,52,96,17,1,3,41,11,,34,21,,4,11,, +stonedw01,1914,1,KCF,FL,39,58,5,7,0,0,1,5,0,,2,9,,0,2,, +stovage01,1914,1,KCF,FL,124,450,51,128,20,5,7,75,6,,23,35,,4,10,, +stranpa01,1914,1,BSN,NL,18,24,2,8,2,0,0,3,0,,0,2,,0,0,, +strunam01,1914,1,PHA,AL,122,404,58,111,15,3,2,45,25,22,57,38,,0,20,, +sturgde01,1914,1,PHA,AL,4,4,1,1,0,0,0,0,0,,1,2,,0,0,, +suggsge01,1914,1,BLF,FL,46,99,10,21,4,0,0,8,3,,15,19,,0,7,, +sullibi03,1914,1,CHA,AL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +swaciha01,1914,1,BLF,FL,158,617,70,173,26,8,0,90,15,,14,23,,1,17,, +swandu01,1914,1,KCF,FL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +swansbi01,1914,1,BOS,AL,11,20,0,4,2,0,0,0,0,1,3,4,,0,0,, +sweenbi02,1914,1,CHN,NL,134,463,45,101,14,5,1,38,18,,53,15,,0,24,, +sweenbu01,1914,1,PHA,AL,1,1,0,0,0,0,0,0,0,,0,1,,0,0,, +sweened01,1914,1,NYA,AL,87,258,25,55,8,1,1,22,19,6,35,30,,4,9,, +tappawa01,1914,1,KCF,FL,18,39,1,8,1,0,1,3,1,,1,0,,0,2,, +taylowi01,1914,1,SLA,AL,16,12,0,2,0,0,0,0,0,,0,5,,0,0,, +tedroal01,1914,1,CLE,AL,4,6,1,1,1,0,0,1,0,,0,1,,0,0,, +tesreje01,1914,1,NY1,NL,42,117,9,28,5,1,0,11,0,,4,12,,0,4,, +textoge01,1914,1,IND,FL,22,57,2,10,0,0,0,4,0,,2,9,,2,0,, +thomair01,1914,1,PHA,AL,2,3,0,0,0,0,0,0,0,,0,0,,0,0,, +thomapi01,1914,1,BOS,AL,66,130,9,25,1,0,0,5,1,,18,17,,0,2,, +thompsh01,1914,1,PHA,AL,16,29,3,5,0,1,0,2,1,,7,8,,1,1,, +thorpji01,1914,1,NY1,NL,30,31,5,6,1,0,0,2,1,,0,4,,0,0,, +tincube01,1914,1,PHI,NL,31,53,3,9,1,1,0,1,0,,0,18,,0,2,, +tinkejo01,1914,1,CHF,FL,126,438,50,112,21,7,2,46,19,,38,30,,1,23,, +tobinja01,1914,1,SLF,FL,139,529,81,143,24,10,7,35,20,,51,53,,5,14,, +truesfr01,1914,1,NYA,AL,77,217,22,46,4,0,0,13,11,11,39,35,,3,4,, +turnete01,1914,1,CLE,AL,121,428,43,105,14,9,1,33,17,13,44,36,,2,38,, +twombge01,1914,1,CIN,NL,68,240,22,56,0,5,0,19,12,,14,27,,3,9,, +tylerfr01,1914,1,BSN,NL,6,19,2,2,0,0,0,2,0,,1,5,,0,1,, +tylerle01,1914,1,BSN,NL,38,94,6,19,1,0,0,4,0,,4,20,,0,6,, +tyreeea01,1914,1,CHN,NL,1,4,1,0,0,0,0,0,0,,0,0,,0,0,, +uhlerma01,1914,1,CIN,NL,46,56,12,12,2,0,0,3,4,,5,11,,0,0,, +vandaca01,1914,1,IND,FL,43,136,25,34,4,0,0,9,7,,9,15,,1,21,, +vaughhi01,1914,1,CHN,NL,42,97,10,14,3,1,1,3,2,,5,33,,0,4,, +veachbo01,1914,1,DET,AL,149,531,56,146,19,14,1,72,20,20,50,29,,3,22,, +vernojo01,1914,1,BRF,FL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +vioxji01,1914,1,PIT,NL,143,506,52,134,18,5,1,57,9,,63,33,,4,15,, +vittos01,1914,1,DET,AL,66,195,35,49,7,0,0,8,10,8,31,8,,0,20,, +vonkofr01,1914,1,CIN,NL,41,104,8,23,2,0,0,6,4,,6,16,,1,1,, +wagnebi01,1914,1,PIT,NL,3,1,0,0,0,0,0,0,0,,0,0,,0,0,, +wagnebu02,1914,1,BRO,NL,6,1,0,0,0,0,0,0,0,,0,1,,0,0,, +wagneho01,1914,1,PIT,NL,150,552,60,139,15,9,1,50,23,,51,51,,2,11,, +walkeer01,1914,1,SLA,AL,74,131,19,39,5,3,1,14,6,4,13,26,,1,2,, +walkemy01,1914,1,PTF,FL,36,53,1,6,1,0,0,1,0,,6,21,,0,2,, +walketi01,1914,1,SLA,AL,151,517,67,154,24,16,6,78,29,17,51,72,,4,15,, +wallabo01,1914,1,SLA,AL,26,73,3,16,2,1,0,5,1,1,5,13,,0,4,, +walshau01,1914,1,CHF,FL,57,121,14,29,6,1,1,10,0,,4,25,,0,1,, +walshde01,1914,1,SLA,AL,7,23,1,2,0,0,0,1,1,1,2,4,,0,0,, +walshed01,1914,1,CHA,AL,10,16,0,1,1,0,0,0,0,,1,4,,0,1,, +walshji01,1914,1,BLF,FL,120,428,54,132,25,4,10,65,18,,22,56,,2,7,, +walshji02,1914,1,NYA,AL,43,136,13,26,1,3,1,11,6,9,29,21,,0,1,, +walshji02,1914,2,PHA,AL,68,216,35,51,11,6,3,36,6,12,30,27,,4,23,, +wambsbi01,1914,1,CLE,AL,43,143,12,31,6,2,0,12,2,7,8,24,,4,4,, +waresbu01,1914,1,SLA,AL,81,215,20,45,10,1,0,23,10,10,28,35,,0,14,, +warhoja01,1914,1,NYA,AL,41,71,10,10,3,1,0,1,1,,1,18,,0,2,, +warrebi01,1914,1,IND,FL,26,50,5,12,2,0,0,5,2,,5,7,,0,1,, +watsoar01,1914,1,BRF,FL,22,46,7,13,4,1,1,3,0,,1,6,,0,0,, +watsodo01,1914,1,CHF,FL,26,54,3,5,1,0,0,3,0,,2,23,,0,6,, +watsodo01,1914,2,SLF,FL,9,16,1,2,0,0,0,1,0,,2,7,,0,1,, +weavebu01,1914,1,CHA,AL,136,541,64,133,20,9,2,28,14,20,20,40,,5,10,, +weilmca01,1914,1,SLA,AL,44,101,5,15,0,0,0,1,1,,7,27,,0,2,, +welchte01,1914,1,SLF,FL,3,1,0,0,0,0,0,0,0,,0,0,,0,0,, +wertzde01,1914,1,BUF,FL,3,0,1,0,0,0,0,0,0,,0,0,,0,0,, +whalibe01,1914,1,BSN,NL,60,172,18,36,7,0,0,12,2,,21,28,,2,4,, +wheatza01,1914,1,BRO,NL,145,533,66,170,26,9,9,89,20,,47,50,,3,19,, +whitech01,1914,1,IND,FL,8,8,0,0,0,0,0,0,0,,0,0,,0,0,, +whittpo01,1914,1,SLN,NL,20,31,3,4,1,0,0,1,1,,0,3,,0,2,, +whittpo01,1914,2,BSN,NL,66,218,36,57,11,4,2,31,10,,18,18,,3,19,, +wicklal01,1914,1,CHF,FL,157,536,74,148,31,10,6,68,17,,81,58,,4,27,, +wilheka01,1914,1,BLF,FL,49,84,8,21,3,1,0,8,0,,2,14,,0,4,, +willeed01,1914,1,SLF,FL,28,64,4,15,4,1,1,8,0,,2,19,,0,2,, +willicy01,1914,1,CHN,NL,55,94,12,19,2,2,0,5,2,,13,13,,2,2,, +willigu02,1914,1,SLA,AL,144,499,51,126,19,6,4,47,35,20,36,120,,4,14,, +williha01,1914,1,NYA,AL,59,178,9,29,5,2,1,17,3,6,26,26,,5,3,, +willijo02,1914,1,DET,AL,4,3,0,0,0,0,0,0,0,,0,1,,0,0,, +willile01,1914,1,DET,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +willimu01,1914,1,WS1,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +williri01,1914,1,WS1,AL,81,169,17,47,6,4,1,22,2,2,13,19,,3,4,, +williri02,1914,1,BRF,FL,4,15,1,4,2,0,0,0,0,,0,0,,0,1,, +willist01,1914,1,SLN,NL,5,1,0,0,0,0,0,1,0,,0,1,,0,0,, +wilsoar01,1914,1,CHF,FL,137,440,78,128,31,8,10,64,13,,70,80,,5,15,, +wilsoch01,1914,1,SLN,NL,154,580,64,150,27,12,9,73,14,,32,66,,4,10,, +wilsofi01,1914,1,BRF,FL,2,2,0,1,0,0,0,1,0,,1,0,,0,0,, +wilsosq01,1914,1,BOS,AL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +wilsoto01,1914,1,WS1,AL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +wiltsho01,1914,1,NY1,NL,21,3,0,2,0,1,0,0,0,,0,1,,0,0,, +wingoiv01,1914,1,SLN,NL,80,237,24,71,8,5,4,26,15,,18,17,,1,4,, +wistete01,1914,1,BRF,FL,149,534,54,137,18,10,0,66,17,,34,47,,11,16,, +wolfepo01,1914,1,CHA,AL,8,28,0,6,0,0,0,0,1,1,3,6,,0,0,, +wolfgme01,1914,1,CHA,AL,24,40,2,7,0,0,0,0,0,,2,7,,0,2,, +woodjo02,1914,1,BOS,AL,21,43,2,6,1,0,0,1,1,,3,14,,1,1,, +woodmda01,1914,1,BUF,FL,13,7,0,1,0,0,0,0,0,,0,0,,0,0,, +woodro01,1914,1,CLE,AL,72,220,24,52,6,3,1,15,6,9,13,26,,7,1,, +woodscl01,1914,1,IND,FL,2,0,0,0,0,0,0,0,0,,0,0,,0,0,, +wordefr01,1914,1,PHA,AL,1,1,0,0,0,0,0,0,0,,0,1,,0,0,, +wyckowe01,1914,1,PHA,AL,34,75,7,11,0,0,1,6,3,,4,15,,0,1,, +yerkest02,1914,1,BOS,AL,92,293,23,64,17,2,1,23,5,6,14,23,,2,12,, +yerkest02,1914,2,PTF,FL,39,142,18,48,9,5,1,25,2,,11,13,,0,5,, +yinglea01,1914,1,CIN,NL,61,120,9,23,2,0,1,11,3,,9,15,,2,1,, +youngde01,1914,1,BUF,FL,80,174,17,48,5,5,4,22,0,,3,13,,0,1,, +yountdu01,1914,1,BLF,FL,14,12,1,1,0,0,0,0,0,,0,0,,0,1,, +zabelzi01,1914,1,CHN,NL,29,38,2,7,0,0,0,4,0,,0,5,,0,2,, +zeidero01,1914,1,CHF,FL,119,452,60,124,13,2,1,36,35,,44,28,,4,18,, +zeisema01,1914,1,BOS,AL,2,3,0,0,0,0,0,0,0,,0,1,,0,0,, +zimmehe01,1914,1,CHN,NL,146,564,75,167,36,12,4,87,17,,20,46,,5,12,, +zinngu01,1914,1,BLF,FL,61,225,30,63,10,6,3,25,6,,16,26,,3,3,, +zwilldu01,1914,1,CHF,FL,154,592,91,185,38,8,16,95,21,,46,68,,1,10,, +acostme01,1915,1,WS1,AL,72,163,20,34,4,1,0,18,8,4,28,15,,4,9,, +adamsba01,1915,1,PIT,NL,40,85,4,12,1,0,0,7,0,,4,14,,0,2,, +adamsbe01,1915,1,PHI,NL,24,27,1,3,0,0,0,2,0,,2,3,,0,2,, +adamsda01,1915,1,KCF,FL,11,9,0,1,0,0,0,1,0,,1,0,,0,0,, +adamska01,1915,1,CHN,NL,26,30,0,0,0,0,0,0,0,,0,16,,0,1,, +aglerjo01,1915,1,BUF,FL,25,73,11,13,1,2,0,2,2,,20,14,,0,1,, +aglerjo01,1915,2,BLF,FL,72,214,28,46,4,2,0,14,15,,34,38,,1,6,, +agnewsa01,1915,1,SLA,AL,104,295,18,60,4,2,0,19,5,2,12,36,,5,7,, +ainsmed01,1915,1,WS1,AL,47,120,13,24,4,2,0,6,7,4,10,18,,1,4,, +aitchra01,1915,1,BRO,NL,7,8,0,0,0,0,0,0,0,,2,5,,0,0,, +alexape01,1915,1,PHI,NL,49,130,9,22,3,0,1,8,0,1,6,23,,0,5,, +alexawa01,1915,1,SLA,AL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +alexawa01,1915,2,NYA,AL,25,68,7,17,4,0,1,5,2,1,13,16,,0,4,, +allenfr01,1915,1,PTF,FL,41,89,3,7,3,1,0,2,0,,8,44,,1,4,, +allenni01,1915,1,BUF,FL,84,215,14,44,7,1,0,17,4,,18,34,,1,4,, +altroni01,1915,1,WS1,AL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +amesre01,1915,1,CIN,NL,17,20,1,1,0,0,0,0,1,,2,7,,0,0,, +amesre01,1915,2,SLN,NL,15,35,0,4,0,0,0,2,0,1,2,17,,0,3,, +anckewa01,1915,1,PHA,AL,4,6,0,0,0,0,0,0,0,,0,4,,0,0,, +anderfr01,1915,1,BUF,FL,36,80,4,12,1,0,0,2,0,,2,21,,0,1,, +anderge01,1915,1,BRF,FL,136,511,70,135,23,9,2,39,20,,52,54,,8,9,, +appleed01,1915,1,BRO,NL,34,44,3,7,0,1,0,0,0,,2,15,,0,0,, +archeji01,1915,1,CHN,NL,97,309,21,75,11,5,1,27,5,6,11,38,,2,9,, +austiji01,1915,1,SLA,AL,141,477,61,127,6,6,1,30,18,15,64,60,,2,35,, +ayersdo01,1915,1,WS1,AL,40,63,3,12,0,0,0,3,0,3,3,9,,0,1,, +babinch01,1915,1,NY1,NL,28,33,5,8,3,1,0,2,1,,0,4,,1,1,, +bailebi01,1915,1,BLF,FL,36,65,5,15,1,0,0,1,0,,3,16,,0,7,, +bailebi01,1915,2,CHF,FL,5,9,0,2,0,0,0,0,1,,1,2,,0,0,, +bairddo01,1915,1,PIT,NL,145,512,49,112,26,12,1,53,29,12,37,88,,4,21,, +bakerde01,1915,1,DET,AL,68,134,16,33,3,3,0,15,3,1,15,15,,1,11,, +bakerho01,1915,1,CHA,AL,2,2,0,0,0,0,0,0,0,,0,2,,0,0,, +bakerho01,1915,2,NY1,NL,1,3,0,0,0,0,0,0,0,,0,0,,0,0,, +bancrda01,1915,1,PHI,NL,153,563,85,143,18,2,7,30,15,27,77,62,,2,23,, +banksev01,1915,1,PHA,AL,11,36,6,5,1,1,1,2,1,,2,5,,1,0,, +barbawa01,1915,1,CLE,AL,77,246,15,47,3,1,0,11,6,5,10,27,,4,14,, +barbetu01,1915,1,WS1,AL,20,53,9,16,1,1,0,6,0,3,6,7,,1,3,, +bargecy01,1915,1,PTF,FL,36,54,3,15,2,0,0,3,0,,1,9,,0,0,, +barneed01,1915,1,NYA,AL,11,36,1,7,0,0,0,8,2,1,3,6,,0,1,, +barneed01,1915,2,PIT,NL,32,99,16,27,1,2,0,5,7,3,11,12,,3,4,, +barneje01,1915,1,BSN,NL,9,17,1,3,1,0,0,0,0,,0,0,,0,1,, +barryja01,1915,1,PHA,AL,54,194,16,43,6,2,0,15,6,5,15,9,,2,6,, +barryja01,1915,2,BOS,AL,78,248,30,65,13,2,0,26,0,,24,11,,6,24,, +baumapa01,1915,1,NYA,AL,76,219,30,64,13,1,2,28,9,10,28,32,,3,10,, +baumgge01,1915,1,SLA,AL,7,6,0,0,0,0,0,0,0,,0,4,,0,0,, +baumgst01,1915,1,PHI,NL,18,12,1,1,0,0,0,0,0,,1,7,,0,0,, +bealljo01,1915,1,CIN,NL,10,34,3,8,1,0,0,3,0,1,5,10,,1,1,, +beckebe01,1915,1,PHI,NL,112,338,38,83,16,4,11,35,12,15,26,48,,1,11,, +beckema01,1915,1,NY1,NL,17,52,5,13,2,0,0,3,3,,2,9,,0,5,, +beckfr02,1915,1,CHF,FL,121,373,35,83,9,3,5,38,4,,24,38,,4,8,, +beckzi01,1915,1,SLN,NL,70,223,21,52,9,4,0,15,3,10,12,31,,3,7,, +bediehu01,1915,1,BUF,FL,53,83,4,9,1,0,0,3,0,,8,46,,0,5,, +bendech01,1915,1,BLF,FL,26,60,7,16,2,0,1,2,0,,6,6,,0,0,, +bentlja01,1915,1,WS1,AL,4,2,0,0,0,0,0,0,0,,0,1,,0,0,, +bentoru01,1915,1,CIN,NL,35,53,1,11,1,0,0,3,0,1,0,11,,0,2,, +bentoru01,1915,2,NY1,NL,10,23,2,5,2,0,0,4,1,,0,5,,0,1,, +benzjo01,1915,1,CHA,AL,39,79,7,10,0,1,0,1,0,,1,25,,1,4,, +berghma01,1915,1,PTF,FL,132,469,96,114,10,6,0,33,26,,83,44,,12,17,, +berrycl01,1915,1,PTF,FL,100,292,32,56,11,1,1,26,7,,29,42,,2,13,, +beschbo01,1915,1,SLN,NL,130,486,71,128,15,7,4,34,27,19,52,53,,6,15,, +betzebr01,1915,1,SLN,NL,117,367,42,92,12,4,0,27,10,13,18,48,,3,13,, +billiha01,1915,1,NEW,FL,14,6,0,2,0,0,0,3,0,,0,0,,0,1,, +billijo01,1915,1,CLE,AL,8,21,2,4,1,0,0,0,1,,0,6,,0,3,, +blackch01,1915,1,KCF,FL,7,4,0,0,0,0,0,0,0,,0,0,,0,0,, +blackda01,1915,1,CHF,FL,25,37,2,4,0,0,0,1,0,,2,9,,0,4,, +blackda01,1915,2,BLF,FL,8,12,3,3,0,0,0,1,0,,1,2,,0,2,, +blackea01,1915,1,BSN,NL,3,6,0,1,0,0,0,0,0,,2,1,,0,0,, +blackle01,1915,1,CHA,AL,96,283,33,61,5,1,0,25,13,11,35,34,,1,23,, +blairwa01,1915,1,BUF,FL,98,290,23,65,15,3,2,20,4,,18,32,,2,2,, +bluejji01,1915,1,BRF,FL,24,61,3,8,1,0,0,2,0,,0,21,,1,1,, +boardch01,1915,1,SLN,NL,3,7,1,2,0,0,0,1,0,,0,3,,0,0,, +boehlge01,1915,1,DET,AL,9,4,2,3,1,0,0,1,0,,0,0,,0,0,, +boehljo01,1915,1,WS1,AL,41,75,9,13,2,0,1,7,1,,7,12,,0,4,, +bolanbe01,1915,1,DET,AL,47,63,5,11,1,0,0,1,0,,7,14,,0,1,, +boonelu01,1915,1,NYA,AL,130,431,44,88,12,2,5,43,14,17,41,53,,8,14,, +bortoba01,1915,1,SLF,FL,159,549,97,157,20,14,3,83,17,,92,64,,7,20,, +bostihe01,1915,1,PHA,AL,2,7,0,0,0,0,0,2,0,,1,1,,0,0,, +bowmaab01,1915,1,CLE,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bradlbi01,1915,1,KCF,FL,66,203,15,38,9,1,0,9,6,,9,18,,1,7,, +bradlhu01,1915,1,PTF,FL,26,66,3,18,4,1,0,6,2,,4,5,,0,0,, +bradlhu01,1915,2,BRF,FL,37,126,7,31,3,2,0,18,6,,4,9,,0,7,, +bradlhu01,1915,3,NEW,FL,12,33,0,5,0,0,0,2,2,,2,3,,2,1,, +bradyne01,1915,1,NYA,AL,2,4,0,0,0,0,0,0,0,,0,2,,0,0,, +brainfr01,1915,1,NY1,NL,91,249,31,50,7,2,1,21,6,7,21,44,,1,3,, +braital01,1915,1,PTF,FL,2,0,0,0,0,0,0,0,0,,0,0,,0,0,, +brandch01,1915,1,NEW,FL,16,10,1,2,0,0,0,0,0,,3,0,,0,0,, +brennad01,1915,1,CHF,FL,20,27,1,5,0,0,0,0,0,,4,5,,1,3,, +brently01,1915,1,CLE,AL,11,17,0,2,0,0,0,0,0,,0,9,,0,0,, +bresnro01,1915,1,CHN,NL,77,221,19,45,8,1,1,19,19,3,29,23,,0,4,, +bressru01,1915,1,PHA,AL,33,55,9,8,0,1,1,4,0,,9,13,,1,3,, +bretoji01,1915,1,CHA,AL,16,36,3,5,1,0,0,1,2,1,5,9,,1,5,, +bridwal01,1915,1,SLF,FL,65,175,20,40,3,2,0,9,6,,25,6,,1,9,, +briefbu01,1915,1,CHA,AL,48,154,13,33,6,2,2,17,8,6,16,28,,4,8,, +brownbo01,1915,1,NYA,AL,21,32,0,6,1,0,0,0,0,,1,7,,0,0,, +browncu01,1915,1,CIN,NL,9,11,1,4,1,0,0,1,0,,0,1,,0,0,, +browndr01,1915,1,KCF,FL,77,227,13,55,10,1,1,26,3,,12,23,,3,8,, +brownel01,1915,1,BRO,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brownji02,1915,1,SLN,NL,1,2,0,1,0,0,0,0,0,,2,1,,0,0,, +brownmo01,1915,1,CHF,FL,36,82,10,24,2,1,0,6,0,,3,14,,0,4,, +burkach01,1915,1,SLA,AL,1,1,0,0,0,0,0,0,0,,0,1,,0,0,, +burksa01,1915,1,PTF,FL,2,6,1,1,0,0,0,0,0,,0,0,,0,0,, +burnsed01,1915,1,PHI,NL,67,174,11,42,5,0,0,16,1,,20,12,,2,0,, +burnsge01,1915,1,NY1,NL,155,622,83,169,27,14,3,51,27,20,56,57,,1,9,, +burnsge02,1915,1,DET,AL,105,392,49,99,18,3,5,50,9,3,22,51,,5,17,, +bushdo01,1915,1,DET,AL,155,561,99,128,12,8,1,44,35,27,118,44,,2,22,, +bushjo01,1915,1,PHA,AL,25,49,2,7,0,0,0,0,0,,1,22,,0,2,, +butlear01,1915,1,SLN,NL,130,469,73,119,12,5,1,31,26,14,47,34,,1,16,, +byrnebo01,1915,1,PHI,NL,105,387,50,81,6,4,0,21,4,12,39,28,,5,15,, +cadorle01,1915,1,BRO,NL,7,6,1,0,0,0,0,0,0,,0,3,,0,0,, +cadyhi01,1915,1,BOS,AL,78,205,25,57,10,2,0,17,0,2,19,25,,1,6,, +caldwra02,1915,1,NYA,AL,72,144,27,35,4,1,4,20,4,3,9,32,,0,2,, +callara01,1915,1,CIN,NL,3,3,1,1,0,0,0,0,0,,0,1,,0,0,, +camniho01,1915,1,PTF,FL,4,7,0,0,0,0,0,0,0,,0,0,,0,0,, +campbvi01,1915,1,NEW,FL,127,525,78,163,18,10,1,44,24,,29,35,,5,7,, +careyma01,1915,1,PIT,NL,140,564,76,143,26,5,3,27,36,17,57,58,,4,5,, +carribi02,1915,1,BOS,AL,46,95,10,19,3,0,0,7,0,,16,12,,1,7,, +cartepa01,1915,1,CLE,AL,12,14,2,3,1,0,0,0,0,,2,5,,0,1,, +cathete01,1915,1,BSN,NL,40,102,10,21,3,1,2,18,2,4,15,19,,2,7,, +cavetpu01,1915,1,DET,AL,17,24,3,6,3,0,0,1,1,,2,12,,0,1,, +chadbch01,1915,1,KCF,FL,152,587,75,133,16,9,1,35,29,,62,29,,6,21,, +chalmge01,1915,1,PHI,NL,26,59,0,10,3,0,0,6,0,2,1,20,,0,2,, +chapmha01,1915,1,SLF,FL,62,186,19,37,6,3,1,29,4,,22,24,,0,9,, +chapmra01,1915,1,CLE,AL,154,570,101,154,14,17,3,67,36,15,70,82,,3,26,, +chappla01,1915,1,CHA,AL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +chaseha01,1915,1,BUF,FL,145,567,85,165,31,10,17,89,23,,20,50,,1,8,, +chenela01,1915,1,CHN,NL,25,40,2,6,0,0,0,2,0,2,3,13,,0,2,, +chenela01,1915,2,BRO,NL,5,7,0,1,0,0,0,0,0,,0,3,,1,0,, +chouife01,1915,1,BRF,FL,4,4,1,2,0,0,0,2,0,,0,0,,0,1,, +cicoted01,1915,1,CHA,AL,40,67,10,14,1,0,0,4,0,,7,16,,0,10,, +clarkfr01,1915,1,PIT,NL,1,2,0,1,0,0,0,0,0,,0,0,,0,0,, +clarkto01,1915,1,CIN,NL,96,226,23,65,7,2,0,21,7,3,33,22,,1,8,, +clemecl01,1915,1,CHF,FL,11,22,3,3,1,0,0,3,0,,1,0,,0,0,, +cobbty01,1915,1,DET,AL,156,563,144,208,31,13,3,99,96,38,118,43,,10,9,, +cochrgo01,1915,1,CIN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cocrege01,1915,1,BSN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +coleki01,1915,1,NYA,AL,10,13,0,1,0,0,0,0,0,,1,6,,0,2,, +collaal01,1915,1,CLE,AL,13,23,1,4,0,1,0,2,0,,3,8,,0,0,, +collied01,1915,1,CHA,AL,155,521,118,173,22,10,4,77,46,30,119,27,,5,35,, +collira01,1915,1,BOS,AL,25,28,3,8,2,0,0,4,0,,9,10,,0,1,, +collish01,1915,1,CHA,AL,153,576,73,148,24,17,2,85,38,19,28,50,,6,40,, +collizi01,1915,1,PIT,NL,101,354,51,104,8,5,1,23,6,7,24,38,,1,14,, +collizi01,1915,2,BSN,NL,5,14,3,4,1,1,0,0,1,,2,1,,0,0,, +comptpe01,1915,1,SLF,FL,2,8,0,2,0,0,0,3,0,,0,0,,0,0,, +comptpe01,1915,2,BSN,NL,35,116,10,28,7,1,1,12,4,1,8,11,,0,3,, +comstra01,1915,1,BOS,AL,3,2,1,0,0,0,0,0,0,,1,0,,0,0,, +comstra01,1915,2,PTF,FL,12,16,0,0,0,0,0,1,0,,2,0,,0,1,, +conebo01,1915,1,PHA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +conlesn01,1915,1,BLF,FL,25,24,4,6,2,1,0,1,0,,1,9,,0,0,, +connojo04,1915,1,BSN,NL,104,305,48,91,14,8,0,23,13,12,39,35,,5,7,, +connoto01,1915,1,WS1,AL,50,141,14,26,3,2,0,7,5,4,14,19,,2,3,, +conwaow01,1915,1,PHA,AL,4,15,2,1,0,0,0,0,0,,0,3,,0,0,, +conzejo01,1915,1,PIT,NL,18,11,1,1,0,0,0,0,0,,0,4,,0,0,, +cookdo01,1915,1,NYA,AL,132,476,70,129,16,5,2,33,29,18,62,43,,8,8,, +cookro01,1915,1,SLA,AL,5,4,0,1,0,0,0,0,0,,0,0,,0,0,, +coombja01,1915,1,BRO,NL,29,75,8,21,1,1,0,5,0,1,2,17,,0,1,, +coopecl01,1915,1,BRF,FL,153,527,75,155,26,12,2,63,31,,77,78,,4,13,, +coopegu01,1915,1,BOS,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +coopewi01,1915,1,PIT,NL,38,60,1,7,1,0,0,3,0,,1,5,,0,2,, +corcoar01,1915,1,PHA,AL,1,4,0,0,0,0,0,0,0,,0,2,,0,0,, +corrire01,1915,1,CHN,NL,6,3,1,0,0,0,0,0,0,,2,1,,2,0,, +costeda01,1915,1,PIT,NL,71,125,16,27,4,1,0,11,7,1,7,23,,0,1,, +cottren01,1915,1,NYA,AL,7,7,0,0,0,0,0,0,0,,0,3,,0,0,, +coumbfr01,1915,1,CLE,AL,35,37,1,10,0,1,0,5,0,1,0,7,,0,3,, +covelha01,1915,1,DET,AL,50,103,9,18,2,0,0,6,0,,7,29,,0,8,, +cranddo01,1915,1,SLF,FL,84,141,18,40,2,2,1,19,4,,27,15,,2,0,, +cranesa02,1915,1,PHA,AL,8,23,3,2,2,0,0,1,0,,0,4,,0,1,, +cravaga01,1915,1,PHI,NL,150,522,89,149,31,7,24,115,11,9,86,77,,6,7,, +crawfke01,1915,1,BLF,FL,23,82,4,20,2,1,0,7,0,,1,18,,0,0,, +crawfsa01,1915,1,DET,AL,156,612,81,183,31,19,4,112,24,14,66,29,,0,16,, +creebi01,1915,1,NYA,AL,74,196,23,42,8,2,0,15,7,8,36,22,,6,5,, +croweca01,1915,1,PHA,AL,10,22,2,5,0,0,0,3,0,,0,3,,0,0,, +crutcdi01,1915,1,BSN,NL,14,13,0,3,0,0,0,1,0,,1,3,,0,1,, +culloni01,1915,1,KCF,FL,44,96,14,18,5,1,0,12,0,,4,21,,0,9,, +cutshge01,1915,1,BRO,NL,154,566,68,139,18,9,0,62,28,23,34,35,,4,21,, +dalege01,1915,1,CIN,NL,49,91,3,20,2,0,0,6,0,,5,21,,0,8,, +daleyto01,1915,1,NYA,AL,10,8,2,2,0,0,0,1,1,,2,2,,0,0,, +dalrybi01,1915,1,SLA,AL,3,2,0,0,0,0,0,0,0,,0,0,,0,0,, +daltoja01,1915,1,BUF,FL,132,437,68,128,17,3,2,46,28,,50,38,,2,16,, +dalyto02,1915,1,CHA,AL,29,47,5,9,1,0,0,3,0,,5,9,,0,1,, +damraha01,1915,1,PHA,AL,16,56,4,11,1,0,0,3,1,1,5,17,,0,1,, +dannebu01,1915,1,PHA,AL,3,12,1,3,0,0,0,0,1,,0,1,,0,0,, +darinro01,1915,1,SLN,NL,10,23,3,2,0,0,0,0,0,1,9,5,,0,1,, +daubeha01,1915,1,PIT,NL,1,1,0,0,0,0,0,0,0,,0,1,,0,0,, +daubeja01,1915,1,BRO,NL,150,544,62,164,21,8,2,47,11,13,57,48,,1,39,, +daussho01,1915,1,DET,AL,46,103,9,15,2,2,0,6,2,,16,26,,1,5,, +davenda01,1915,1,SLF,FL,55,130,7,12,0,0,0,4,0,,9,52,,1,7,, +daviech01,1915,1,PHA,AL,56,132,13,24,5,3,0,11,2,4,14,31,,2,5,, +davisbu01,1915,1,PHA,AL,21,26,4,8,2,1,0,3,0,,0,3,,0,0,, +davisdi01,1915,1,CHA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +davisge02,1915,1,BSN,NL,15,23,2,6,1,0,0,1,0,,0,9,,0,1,, +davisha01,1915,1,PHA,AL,5,3,0,1,0,0,0,4,0,,0,0,,0,1,, +dealch01,1915,1,SLF,FL,65,223,21,72,12,4,1,27,10,,12,16,,0,15,, +deesh01,1915,1,SLA,AL,1,3,1,0,0,0,0,0,0,1,1,0,,0,0,, +delahfr01,1915,1,PTF,FL,14,42,3,10,1,0,0,3,0,,1,0,,0,1,, +delahji01,1915,1,BRF,FL,17,25,0,6,1,0,0,2,1,,3,3,,1,0,, +dellwh01,1915,1,BRO,NL,40,66,4,10,2,0,0,9,0,,4,24,,0,2,, +demaral01,1915,1,PHI,NL,32,68,6,12,1,0,0,4,0,,4,32,,0,3,, +demmira01,1915,1,CHA,AL,9,6,0,0,0,0,0,0,0,,1,2,,0,0,, +dickswa01,1915,1,PTF,FL,27,31,3,4,1,0,0,0,0,,4,6,,0,3,, +doakbi01,1915,1,SLN,NL,38,86,6,15,3,0,0,2,0,,6,27,,0,10,, +dolanco02,1915,1,SLN,NL,111,322,53,90,14,9,2,38,17,11,34,37,,4,20,, +donovbi01,1915,1,NYA,AL,10,12,1,1,0,0,0,0,0,,1,6,,0,0,, +dooinre01,1915,1,CIN,NL,10,31,2,10,0,0,0,0,1,,2,5,,0,0,, +dooinre01,1915,2,NY1,NL,46,124,9,27,2,2,0,9,0,2,3,15,,0,2,, +doolami01,1915,1,BLF,FL,119,404,41,75,13,7,2,21,10,,24,39,,4,21,, +doolami01,1915,2,CHF,FL,24,86,9,23,1,1,0,9,5,,2,7,,1,2,, +douglla01,1915,1,BLF,FL,2,0,0,0,0,0,0,0,0,,0,0,,0,0,, +douglph01,1915,1,CIN,NL,8,17,2,2,0,0,0,0,0,,1,2,,0,0,, +douglph01,1915,2,BRO,NL,20,39,2,6,1,0,0,3,0,,0,12,,0,0,, +douglph01,1915,3,CHN,NL,4,8,0,0,0,0,0,0,0,,0,3,,0,0,, +downeto01,1915,1,BUF,FL,92,282,24,56,9,1,1,19,11,,26,26,,1,7,, +doylela01,1915,1,NY1,NL,150,591,86,189,40,10,4,70,22,18,32,28,,3,15,, +drakede01,1915,1,SLF,FL,102,343,32,91,23,4,1,41,6,,23,27,,1,10,, +dubucje01,1915,1,DET,AL,60,112,7,23,2,1,0,14,0,,8,15,,0,3,, +dugeyos01,1915,1,PHI,NL,42,39,4,6,1,0,0,0,2,1,7,5,,0,1,, +dumonge01,1915,1,WS1,AL,6,12,2,2,0,0,0,1,0,,1,4,,0,2,, +duncapa01,1915,1,PIT,NL,3,5,0,1,0,0,0,0,0,,0,1,,0,0,, +duncave01,1915,1,BLF,FL,146,531,68,142,18,4,2,43,19,,54,40,,2,33,, +dyerbe01,1915,1,NY1,NL,7,19,4,4,0,1,0,0,0,,4,3,,1,0,, +eaklech01,1915,1,BLF,FL,2,7,0,2,1,0,0,0,1,,0,0,,0,0,, +eastca01,1915,1,SLA,AL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +eastete01,1915,1,KCF,FL,110,309,32,84,12,5,3,32,2,,21,15,,1,7,, +eccleha01,1915,1,PHA,AL,5,6,1,1,0,0,0,0,0,,0,1,,0,0,, +edwarra01,1915,1,PHA,AL,2,5,0,0,0,0,0,0,0,,0,3,,0,0,, +eganbe01,1915,1,CLE,AL,42,120,4,13,3,0,0,6,0,,8,14,,0,4,, +egandi01,1915,1,BRO,NL,3,3,0,0,0,0,0,0,0,,0,0,,0,0,, +egandi01,1915,2,BSN,NL,83,220,20,57,9,1,0,21,3,4,28,18,,0,8,, +ehmkeho01,1915,1,BUF,FL,18,12,0,0,0,0,0,1,0,,0,3,,0,0,, +engeljo01,1915,1,WS1,AL,11,6,1,0,0,0,0,0,0,,1,2,,0,0,, +englecl01,1915,1,BUF,FL,141,501,56,131,22,8,3,71,24,,34,43,,3,13,, +enzenja01,1915,1,KCF,FL,14,19,3,3,0,0,0,3,0,,6,0,,0,0,, +escheji01,1915,1,CLE,AL,15,42,11,10,1,0,0,2,0,1,5,9,,0,3,, +esmonji01,1915,1,NEW,FL,155,569,79,147,20,10,5,62,18,,59,54,,1,34,, +evansjo01,1915,1,CLE,AL,42,109,17,28,4,2,0,11,6,1,22,18,,0,7,, +evansst01,1915,1,BRF,FL,63,216,44,64,14,4,3,30,7,,35,22,,7,3,, +evansst01,1915,2,BLF,FL,88,340,50,107,20,6,1,37,8,,28,34,,7,2,, +eversjo01,1915,1,BSN,NL,83,278,38,73,4,1,1,22,7,8,50,16,,0,21,, +faberre01,1915,1,CHA,AL,50,84,11,11,1,2,0,6,4,,20,33,,2,12,, +falkecy01,1915,1,NEW,FL,25,57,2,3,0,0,0,2,0,,1,14,,0,5,, +falkecy01,1915,2,BRF,FL,7,15,1,1,0,0,0,0,0,,1,4,,0,1,, +farreja03,1915,1,CHF,FL,70,222,27,48,10,1,0,14,8,,25,18,,1,10,, +felscha01,1915,1,CHA,AL,121,427,65,106,18,11,3,53,16,18,51,59,,4,14,, +fillida01,1915,1,PHA,AL,8,12,0,2,0,0,0,1,0,,1,5,,0,1,, +finneha01,1915,1,BRF,FL,38,74,4,11,0,0,0,1,1,,2,13,,1,0,, +fischwi01,1915,1,CHF,FL,105,292,30,96,15,4,4,50,5,,24,19,,2,11,, +fishebo01,1915,1,CHN,NL,147,568,70,163,22,5,5,53,9,20,30,51,,3,42,, +fishera01,1915,1,NYA,AL,30,83,5,9,2,0,0,7,0,,4,20,,2,4,, +fitzped01,1915,1,BSN,NL,105,303,54,67,19,3,0,24,13,8,43,36,,14,14,, +flackma01,1915,1,CHF,FL,141,523,88,164,20,14,3,45,37,,40,21,,2,18,, +fletcar01,1915,1,NY1,NL,149,562,59,143,17,7,3,74,12,18,6,36,,14,17,, +fluhrjo01,1915,1,CHN,NL,6,6,0,2,0,0,0,0,1,,1,0,,0,0,, +fordru01,1915,1,BUF,FL,22,43,7,12,4,1,0,4,1,,1,9,,0,3,, +forsyed01,1915,1,BLF,FL,1,3,0,0,0,0,0,0,0,,1,0,,0,0,, +fosteed02,1915,1,WS1,AL,154,618,75,170,25,10,0,52,20,6,48,30,,2,8,, +fosteru01,1915,1,BOS,AL,40,83,10,23,7,0,1,9,0,,6,18,,0,9,, +fournja01,1915,1,CHA,AL,126,422,86,136,20,18,5,77,21,16,64,37,,15,13,, +fritzha01,1915,1,CHF,FL,79,236,27,59,8,4,3,26,4,,13,27,,3,13,, +frommar01,1915,1,NY1,NL,4,3,1,1,0,0,0,0,0,,1,1,,0,0,, +fullefr01,1915,1,DET,AL,14,32,6,5,0,0,0,2,2,3,9,7,,0,0,, +gagnied01,1915,1,BRF,FL,20,50,8,13,1,0,0,4,2,,10,5,,1,2,, +gagnied01,1915,2,BUF,FL,1,2,0,0,0,0,0,0,0,,0,0,,0,0,, +gainede01,1915,1,BOS,AL,82,200,30,59,5,8,1,29,7,2,21,31,,3,16,, +gallajo01,1915,1,BLF,FL,40,126,11,25,4,0,0,4,1,,5,22,,0,5,, +gallibe01,1915,1,WS1,AL,43,85,3,14,3,0,0,2,1,,5,25,,0,3,, +gandich01,1915,1,WS1,AL,136,485,53,141,20,15,2,64,20,13,29,33,,7,20,, +gardnla01,1915,1,BOS,AL,127,430,51,111,14,6,1,55,11,12,39,24,,5,26,, +garrecl01,1915,1,CLE,AL,4,8,0,0,0,0,0,0,0,,2,4,,1,0,, +georgle01,1915,1,CIN,NL,7,12,1,4,0,2,0,1,0,,0,2,,0,0,, +gerbewa01,1915,1,PIT,NL,56,144,8,28,2,0,0,7,6,1,9,16,,2,3,, +getzgu01,1915,1,BRO,NL,130,477,39,123,10,5,2,46,19,15,8,14,,3,10,, +gibsoge01,1915,1,PIT,NL,120,351,28,88,15,6,1,30,5,2,31,25,,1,13,, +gilbela01,1915,1,BSN,NL,45,106,11,16,4,0,0,4,4,1,11,13,,0,3,, +gilhofr01,1915,1,NYA,AL,1,4,0,0,0,0,0,0,0,,0,1,,0,0,, +gilmogr01,1915,1,KCF,FL,119,411,53,117,22,15,1,47,19,,26,50,,13,19,, +gingrjo01,1915,1,KCF,FL,2,1,0,0,0,0,0,0,0,,0,0,,0,0,, +glennha01,1915,1,SLN,NL,6,16,1,5,0,0,0,1,0,,3,0,,0,0,, +gonzami01,1915,1,SLN,NL,51,97,12,22,2,2,0,10,4,2,8,9,,3,3,, +goochle01,1915,1,CLE,AL,2,2,0,1,0,0,0,0,0,,0,0,,0,0,, +goodwi01,1915,1,CHN,NL,128,498,66,126,18,9,2,27,19,17,34,65,,5,8,, +goodwpe01,1915,1,KCF,FL,81,229,22,54,5,1,0,16,6,,15,23,,3,13,, +gowdyha01,1915,1,BSN,NL,118,316,27,78,15,3,2,30,10,4,41,34,,3,5,, +graneja01,1915,1,CLE,AL,116,404,42,105,20,7,1,56,12,15,59,29,,2,11,, +granted01,1915,1,NY1,NL,87,192,18,40,2,1,0,10,5,6,9,20,,1,3,, +greggve01,1915,1,BOS,AL,18,20,2,7,0,0,0,2,0,,2,2,,0,2,, +griffto01,1915,1,CIN,NL,160,583,59,179,31,16,4,85,6,24,41,34,,2,23,, +griggar01,1915,1,BRF,FL,27,38,4,11,1,0,1,2,0,,3,7,,2,0,, +grineda01,1915,1,SLN,NL,39,52,4,14,4,0,0,5,0,1,4,17,,0,2,, +grohhe01,1915,1,CIN,NL,160,587,72,170,32,9,3,50,12,17,50,33,,9,31,, +groombo01,1915,1,SLF,FL,37,66,3,10,2,0,0,4,1,,4,24,,0,3,, +haasbr01,1915,1,PHA,AL,12,18,1,1,0,0,0,0,0,,1,7,,0,0,, +haeffbi01,1915,1,PHA,AL,3,4,0,1,0,0,0,0,0,,0,1,,0,0,, +hagerri01,1915,1,CLE,AL,29,38,2,4,1,0,0,0,0,,2,22,,0,2,, +haleyra01,1915,1,BOS,AL,5,7,2,1,1,0,0,0,0,,1,0,,0,0,, +haltal01,1915,1,BRF,FL,151,524,41,131,22,7,3,64,20,,39,79,,4,14,, +hamilea01,1915,1,SLA,AL,35,62,3,7,1,1,0,2,1,,5,21,,1,2,, +hammoja01,1915,1,CLE,AL,35,84,9,18,2,1,0,4,0,1,1,19,,0,7,, +hanfoch01,1915,1,CHF,FL,77,179,27,43,4,5,0,22,10,,12,28,,2,4,, +hargrbu01,1915,1,CHN,NL,15,19,2,3,0,1,0,2,0,,1,5,,0,0,, +harmobo01,1915,1,PIT,NL,42,95,7,14,4,2,0,6,1,,6,32,,0,3,, +harpeha01,1915,1,WS1,AL,19,25,1,0,0,0,0,1,0,,0,5,,1,2,, +harpeja02,1915,1,PHA,AL,3,2,0,0,0,0,0,0,0,,0,2,,0,0,, +harribe02,1915,1,KCF,FL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +harstos01,1915,1,CLE,AL,32,16,1,2,0,0,0,1,0,,0,7,,0,1,, +hartlgr01,1915,1,SLF,FL,120,394,47,108,21,6,1,50,10,,42,21,,8,10,, +hartzro01,1915,1,NYA,AL,119,387,39,97,11,2,3,60,7,19,57,37,,3,19,, +hausear01,1915,1,CHF,FL,23,54,6,11,1,0,0,4,2,,5,7,,1,3,, +haworho01,1915,1,CLE,AL,7,7,0,1,0,0,0,1,0,,2,2,,0,0,, +healyth01,1915,1,PHA,AL,23,77,11,17,1,0,0,5,0,4,6,4,,4,1,, +hearnbu01,1915,1,PTF,FL,29,53,3,10,3,0,0,2,0,,3,14,,1,2,, +helfrty01,1915,1,BRF,FL,43,104,12,25,6,0,0,5,2,,15,21,,0,4,, +hendrcl01,1915,1,CHF,FL,50,113,22,30,7,2,4,18,1,,5,14,,0,3,, +hendrti01,1915,1,NYA,AL,13,40,4,8,2,0,0,1,0,3,4,2,,1,1,, +hennipe01,1915,1,KCF,FL,40,68,2,14,1,0,0,4,0,,1,17,,0,4,, +henriol01,1915,1,BOS,AL,73,92,9,18,2,2,0,13,1,5,18,7,,1,4,, +henryjo02,1915,1,WS1,AL,95,277,20,61,9,2,1,22,10,2,36,28,,6,9,, +herbeer01,1915,1,SLF,FL,13,18,2,5,1,0,0,1,0,,2,0,,0,0,, +herbefr01,1915,1,NY1,NL,2,6,1,1,0,0,0,0,0,,0,4,,0,0,, +herribi01,1915,1,BRF,FL,3,0,0,0,0,0,0,0,0,,0,0,,0,0,, +herzobu01,1915,1,CIN,NL,155,579,61,153,14,10,1,42,35,16,34,21,,8,20,, +hessot01,1915,1,BSN,NL,5,5,1,2,1,0,0,1,0,,0,2,,0,0,, +hickmji01,1915,1,BLF,FL,20,81,7,17,4,1,1,7,5,,4,14,,1,1,, +highhu01,1915,1,NYA,AL,119,427,51,110,19,7,1,43,22,13,62,47,,3,13,, +hillca01,1915,1,PIT,NL,8,13,1,2,0,1,0,1,0,,1,5,,0,0,, +hillhe01,1915,1,CLE,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hinchbi01,1915,1,PIT,NL,156,577,72,177,33,14,5,77,17,17,48,75,,8,16,, +hoblidi01,1915,1,BOS,AL,124,399,54,113,15,12,2,61,9,14,38,26,,4,28,, +hochha01,1915,1,SLA,AL,12,10,3,2,0,0,0,0,0,,1,4,,0,1,, +hoffch01,1915,1,SLA,AL,11,17,0,3,0,0,0,2,0,,0,2,,0,0,, +hoffmte01,1915,1,CLE,AL,9,13,1,2,0,0,0,2,0,,1,5,,0,1,, +hofmaso01,1915,1,BUF,FL,109,346,29,81,10,6,0,27,12,,30,28,,0,10,, +hoggbr01,1915,1,CHN,NL,2,3,0,0,0,0,0,0,0,,0,0,,0,1,, +hollyed01,1915,1,PTF,FL,16,42,8,11,2,0,0,5,3,,5,6,,1,1,, +hoopeha01,1915,1,BOS,AL,149,566,90,133,20,13,2,51,22,20,89,36,,3,17,, +hoppebi01,1915,1,WS1,AL,13,5,1,1,0,0,0,0,0,,1,1,,0,0,, +hornsro01,1915,1,SLN,NL,18,57,5,14,2,0,0,4,0,2,2,6,,0,2,, +howarda01,1915,1,BRF,FL,24,36,5,8,1,0,0,1,0,,1,8,,0,1,, +howariv01,1915,1,SLA,AL,113,324,43,90,10,7,2,43,29,12,43,48,,3,10,, +huggimi01,1915,1,SLN,NL,107,353,57,85,5,2,2,24,13,12,74,68,,3,8,, +hugheto02,1915,1,BSN,NL,50,90,4,9,2,0,1,3,0,,3,27,,0,5,, +huhnem01,1915,1,NEW,FL,124,415,34,94,18,1,1,41,13,,28,40,,2,13,, +hummejo01,1915,1,BRO,NL,53,100,6,23,2,3,0,8,1,1,6,11,,0,5,, +humphbe01,1915,1,CHN,NL,31,46,3,8,0,1,0,1,0,,2,11,,0,6,, +hyattha01,1915,1,SLN,NL,106,295,23,79,8,9,2,46,3,3,28,24,,3,4,, +jacklfr01,1915,1,BLF,FL,49,135,20,32,9,0,2,13,2,,31,25,,2,2,, +jacksbi01,1915,1,CHF,FL,50,98,15,16,1,0,1,12,3,,14,15,,0,3,, +jacksch02,1915,1,CHA,AL,1,1,0,0,0,0,0,0,0,,0,1,,0,0,, +jacksjo01,1915,1,CLE,AL,83,303,42,99,16,9,3,45,10,10,28,11,,3,3,, +jacksjo01,1915,2,CHA,AL,45,158,21,43,4,5,2,36,6,10,24,12,,3,8,, +jacobba01,1915,1,DET,AL,37,65,5,14,6,2,0,4,0,2,5,14,,1,1,, +jacobba01,1915,2,SLA,AL,34,115,13,24,6,1,1,9,3,3,10,26,,4,2,, +jacobme01,1915,1,NY1,NL,8,24,0,2,0,0,0,0,0,,1,5,,0,0,, +jamesbi01,1915,1,SLA,AL,34,42,2,8,2,0,0,2,0,,3,18,,1,6,, +jamesbi01,1915,2,DET,AL,11,21,4,6,1,0,0,2,0,,3,6,,1,1,, +jamesbi02,1915,1,BSN,NL,14,21,4,1,0,0,0,0,0,,1,11,,0,1,, +jamiech01,1915,1,WS1,AL,17,68,9,19,3,2,0,7,0,,6,9,,0,2,, +janvrha01,1915,1,BOS,AL,99,316,41,85,9,1,0,37,8,14,14,27,,8,19,, +jaspehi01,1915,1,CHA,AL,3,7,0,2,0,0,0,0,0,,0,4,,0,0,, +johnsch02,1915,1,KCF,FL,46,87,2,11,2,0,1,8,2,,6,39,,2,4,, +johnsdo01,1915,1,PIT,NL,147,543,71,144,19,12,5,64,26,17,38,40,,13,34,, +johnser01,1915,1,SLF,FL,152,512,58,123,18,10,7,67,32,,46,35,,2,23,, +johnspe01,1915,1,CHA,AL,28,100,7,21,2,1,0,11,2,7,8,11,,1,2,, +johnsra01,1915,1,CHF,FL,11,22,1,1,0,0,0,1,0,,1,6,,0,0,, +johnsra01,1915,2,BLF,FL,23,51,3,8,2,0,0,6,1,,3,11,,0,3,, +johnswa01,1915,1,WS1,AL,64,147,14,34,7,4,2,17,0,2,8,34,,1,5,, +johnswa02,1915,1,CHA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jonesda01,1915,1,PTF,FL,14,49,6,16,0,1,0,4,1,,6,0,,0,0,, +jonesfi01,1915,1,SLF,FL,7,6,1,0,0,0,0,0,0,,0,0,,0,0,, +jonessa01,1915,1,CLE,AL,48,32,4,5,0,0,0,1,0,,6,15,,0,3,, +judgejo01,1915,1,WS1,AL,12,41,7,17,2,0,0,9,2,3,4,6,,3,3,, +kaisege01,1915,1,NEW,FL,41,79,3,12,3,0,0,9,0,,3,43,,0,9,, +kanefr01,1915,1,BRF,FL,3,10,2,2,0,1,0,2,0,,0,0,,0,0,, +kantler01,1915,1,PIT,NL,29,52,2,15,0,0,0,5,0,,1,12,,0,1,, +karstjo01,1915,1,BRO,NL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +kauffbe01,1915,1,BRF,FL,136,483,92,165,23,11,12,83,55,,85,50,,6,7,, +kauffdi01,1915,1,SLA,AL,37,124,9,32,8,2,0,14,0,3,5,27,,2,2,, +kavanma01,1915,1,DET,AL,113,332,55,98,14,13,4,49,8,8,42,44,,2,10,, +keatich01,1915,1,CHN,NL,4,8,1,0,0,0,0,0,1,,0,3,,0,0,, +keatira01,1915,1,NYA,AL,11,26,3,4,0,0,0,1,0,,3,8,,0,0,, +kellyge01,1915,1,NY1,NL,17,38,2,6,0,0,1,4,0,1,1,9,,0,1,, +kellyhe01,1915,1,PIT,NL,5,2,1,1,0,1,0,0,0,,0,0,,0,0,, +kellyji01,1915,1,PTF,FL,148,524,68,154,12,17,4,50,38,,35,46,,2,15,, +kenwobi01,1915,1,KCF,FL,122,396,59,118,30,7,3,52,20,,28,32,,7,19,, +kerlior01,1915,1,PTF,FL,3,1,0,0,0,0,0,0,0,,0,0,,0,0,, +kerrdo01,1915,1,BLF,FL,3,6,1,2,0,0,0,0,0,,1,0,,0,0,, +killebi01,1915,1,PHI,NL,105,320,26,76,9,2,0,24,5,3,18,14,,4,3,, +killere01,1915,1,CIN,NL,155,555,75,151,25,11,1,41,12,18,38,33,,19,22,, +kirbyla01,1915,1,SLF,FL,61,178,15,38,7,2,0,16,3,,17,31,,0,9,, +kirkeja01,1915,1,CLE,AL,87,339,35,105,19,2,2,40,5,6,14,21,,5,11,, +kirkpen01,1915,1,BLF,FL,68,171,22,41,8,2,0,19,12,,24,15,,1,7,, +klepfed01,1915,1,CHA,AL,3,3,0,0,0,0,0,1,0,,1,2,,0,0,, +klepfed01,1915,2,CLE,AL,8,12,1,2,0,0,0,0,0,,1,5,,0,1,, +knabeot01,1915,1,BLF,FL,103,320,38,81,16,2,1,25,7,,37,16,,2,13,, +knetzel01,1915,1,PTF,FL,41,91,8,12,1,0,0,2,0,,1,27,,1,8,, +knisepe01,1915,1,CHN,NL,64,134,12,33,9,0,0,17,1,2,15,18,,2,4,, +knowlto01,1915,1,PHA,AL,18,36,2,3,0,0,0,1,0,,1,23,,1,0,, +kochebr01,1915,1,NY1,NL,4,11,3,5,0,1,0,2,0,,0,1,,0,1,, +kolseka01,1915,1,BLF,FL,6,23,1,6,1,1,0,1,0,,1,0,,0,0,, +koneted01,1915,1,PTF,FL,152,576,79,181,31,18,10,93,27,,41,52,,3,16,, +koober01,1915,1,SLA,AL,28,37,1,5,0,0,0,1,0,,5,16,,0,2,, +kopfla01,1915,1,PHA,AL,118,386,39,87,10,2,1,33,5,9,41,45,,9,9,, +koppme01,1915,1,WS1,AL,16,32,2,8,0,0,0,0,1,,5,7,,0,0,, +koresar01,1915,1,SLF,FL,60,201,18,47,9,2,1,22,6,,21,13,,0,17,, +krappge01,1915,1,BUF,FL,42,70,4,9,0,2,0,4,0,,5,24,,1,2,, +krueger01,1915,1,NYA,AL,10,29,3,5,1,0,0,0,0,1,0,5,,1,1,, +krugear01,1915,1,KCF,FL,80,240,24,57,9,2,2,26,5,,12,29,,1,9,, +lafited01,1915,1,BRF,FL,17,53,3,14,4,0,0,6,0,,2,7,,0,0,, +lafited01,1915,2,BUF,FL,14,17,1,2,1,0,0,2,0,,0,2,,0,0,, +lajoina01,1915,1,PHA,AL,129,490,40,137,24,5,1,61,10,6,11,16,,4,15,, +lamlifr01,1915,1,SLN,NL,4,8,0,1,0,0,0,1,0,,0,1,,0,0,, +landgr01,1915,1,BRF,FL,96,290,25,75,13,2,0,22,3,,6,20,,2,6,, +laporfr01,1915,1,NEW,FL,148,550,55,139,28,10,2,56,14,,48,33,,1,17,, +lappja01,1915,1,PHA,AL,112,312,26,85,16,5,2,31,5,2,30,29,,2,13,, +lavando01,1915,1,SLA,AL,157,514,44,112,17,7,1,48,13,19,42,83,,3,21,, +lavenji01,1915,1,CHN,NL,41,67,1,9,3,0,0,0,0,,1,31,,0,2,, +laydege01,1915,1,NYA,AL,3,7,2,2,0,0,0,0,0,1,0,1,,0,0,, +leachto01,1915,1,CIN,NL,107,335,42,75,7,5,0,17,20,14,56,38,,2,3,, +learfr01,1915,1,PHA,AL,2,2,0,0,0,0,0,0,0,,0,2,,0,0,, +learki01,1915,1,CIN,NL,40,47,3,8,2,0,0,2,0,,0,15,,0,7,, +learyjo01,1915,1,SLA,AL,75,227,19,55,10,0,0,15,2,4,5,36,,3,3,, +leclage01,1915,1,PTF,FL,14,13,1,2,0,0,0,0,0,,0,3,,0,0,, +leclage01,1915,2,BUF,FL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +leclage01,1915,3,BLF,FL,18,24,0,2,0,0,0,0,0,,1,6,,0,2,, +ledbera01,1915,1,DET,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leebi01,1915,1,SLA,AL,18,59,2,11,1,0,0,4,1,1,6,5,,0,2,, +leibone01,1915,1,CLE,AL,57,207,28,53,5,4,0,4,5,3,24,16,,2,4,, +leibone01,1915,2,CHA,AL,36,74,10,17,1,0,0,11,1,3,15,11,,0,8,, +lejeula01,1915,1,PIT,NL,18,65,4,11,0,1,0,2,4,3,2,7,,1,1,, +lennoed01,1915,1,PTF,FL,55,53,1,16,3,1,1,9,0,,7,12,,0,1,, +leonadu01,1915,1,BOS,AL,32,53,8,14,1,1,0,3,0,,9,12,,1,3,, +leverwa01,1915,1,SLA,AL,5,1,0,0,0,0,0,0,0,,0,0,,0,0,, +lewisdu01,1915,1,BOS,AL,152,557,69,162,31,7,2,76,14,7,45,63,,4,28,, +lewisja01,1915,1,PTF,FL,82,231,24,61,6,5,0,26,7,,8,31,,1,11,, +loberha01,1915,1,NY1,NL,106,386,46,97,18,4,0,38,14,15,25,24,,4,15,, +longto01,1915,1,SLN,NL,140,507,61,149,21,25,2,61,19,15,31,50,,4,14,, +lordha01,1915,1,BUF,FL,97,359,50,97,12,6,1,21,15,,21,15,,0,11,, +loudeba01,1915,1,BUF,FL,141,469,67,132,18,5,4,48,30,,64,45,,4,20,, +lowdegr01,1915,1,SLA,AL,38,72,2,9,1,1,0,3,0,,5,25,,1,0,, +lowdegr01,1915,2,DET,AL,7,8,0,1,0,0,0,0,0,,1,1,,0,1,, +lowfl01,1915,1,BSN,NL,1,4,1,1,0,1,0,1,0,,0,0,,0,0,, +luderfr01,1915,1,PHI,NL,141,499,55,157,36,7,7,62,9,7,42,36,,7,12,, +luquedo01,1915,1,BSN,NL,3,2,0,0,0,0,0,0,0,,0,0,,0,0,, +mageele01,1915,1,BRF,FL,121,452,87,146,19,10,4,49,34,,22,19,,1,19,, +mageesh01,1915,1,BSN,NL,156,571,72,160,34,12,2,87,15,12,54,39,,7,23,, +mailsdu01,1915,1,BRO,NL,2,1,0,0,0,0,0,0,0,,0,0,,0,0,, +mainal01,1915,1,KCF,FL,36,76,5,15,4,0,0,5,1,,4,19,,0,3,, +maisech01,1915,1,BLF,FL,1,4,0,0,0,0,0,0,0,,0,0,,0,0,, +maisefr01,1915,1,NYA,AL,135,530,77,149,16,6,4,46,51,12,48,35,,1,13,, +malonle01,1915,1,PHA,AL,76,201,17,41,4,4,1,17,7,1,21,40,,1,4,, +mamaual01,1915,1,PIT,NL,38,92,3,15,1,0,0,7,0,4,2,28,,1,5,, +mannle01,1915,1,CHF,FL,135,470,74,144,12,19,4,58,18,,36,40,,1,9,, +maranra01,1915,1,BSN,NL,149,509,51,124,23,6,2,43,18,12,45,65,,2,23,, +marioda01,1915,1,BRF,FL,35,74,4,13,1,1,0,5,0,,4,19,,0,2,, +marklcl01,1915,1,NYA,AL,3,4,0,0,0,0,0,0,0,,2,3,,0,1,, +marquru01,1915,1,NY1,NL,27,55,3,6,0,0,0,3,0,,1,10,,1,2,, +marquru01,1915,2,BRO,NL,6,8,0,1,0,0,0,0,0,,0,0,,0,1,, +marsaar01,1915,1,SLF,FL,36,124,16,22,3,0,0,6,5,,14,5,,0,7,, +marshru01,1915,1,BUF,FL,22,17,4,5,0,0,0,1,1,,2,0,,0,1,, +mathech01,1915,1,NY1,NL,27,51,3,8,4,0,0,1,0,1,7,11,,1,3,, +mayerer01,1915,1,PHI,NL,43,88,7,21,2,1,1,7,0,,4,24,,1,5,, +mayersa01,1915,1,WS1,AL,11,29,5,7,0,0,1,4,1,2,4,2,,0,4,, +mayerwa01,1915,1,CHA,AL,22,54,3,12,3,1,0,5,0,2,5,8,,0,4,, +maysca01,1915,1,BOS,AL,38,38,3,9,1,0,0,0,0,,3,7,,1,2,, +mcaulik01,1915,1,PIT,NL,5,15,0,2,1,0,0,0,0,,0,6,,0,0,, +mcavowi01,1915,1,PHA,AL,68,184,12,35,7,2,0,6,0,2,11,32,,0,1,, +mcbrige01,1915,1,WS1,AL,146,476,54,97,8,6,1,30,10,5,29,60,,1,24,, +mccabti01,1915,1,SLA,AL,7,15,2,1,0,0,0,0,0,,3,4,,0,0,, +mccanja01,1915,1,BLF,FL,117,406,47,87,6,7,5,34,9,,41,99,,6,7,, +mccaral01,1915,1,PIT,NL,21,49,3,10,0,1,0,3,1,2,5,10,,1,2,, +mccaral01,1915,2,CHN,NL,23,72,4,19,3,0,1,6,2,3,5,7,,2,4,, +mccarle01,1915,1,BRO,NL,84,276,19,66,9,4,0,19,7,4,7,23,,1,10,, +mccluha02,1915,1,CIN,NL,3,2,1,0,0,0,0,0,0,,0,0,,0,0,, +mcconge01,1915,1,CHF,FL,53,125,14,31,6,2,1,18,2,,0,16,,1,3,, +mcconsa01,1915,1,PHA,AL,6,11,1,2,1,0,0,0,0,,1,3,,0,0,, +mcdonte01,1915,1,BUF,FL,87,251,31,68,9,6,6,39,5,,27,34,,2,1,, +mchalma01,1915,1,NYA,AL,13,21,2,3,0,0,0,1,0,,6,7,,0,2,, +mcinnst01,1915,1,PHA,AL,119,456,44,143,14,4,0,49,8,8,14,17,,2,11,, +mckayre01,1915,1,SLA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mckecbi01,1915,1,NEW,FL,127,451,49,113,22,5,1,43,28,,41,31,,2,21,, +mckeere01,1915,1,DET,AL,55,106,10,29,5,0,1,17,1,,13,16,,0,5,, +mckenli01,1915,1,CIN,NL,21,33,4,5,0,2,0,1,0,,2,10,,0,3,, +mclarpo01,1915,1,CHN,NL,68,127,16,25,3,0,1,12,2,2,14,20,,0,5,, +mcleala01,1915,1,NY1,NL,13,33,0,5,0,0,0,4,0,,0,1,,0,1,, +mcnalmi01,1915,1,BOS,AL,23,53,7,8,0,1,0,0,0,2,3,7,,0,0,, +mcquige01,1915,1,PIT,NL,30,44,1,4,0,0,0,2,0,,1,13,,1,3,, +mcquige01,1915,2,PHI,NL,9,23,2,1,0,0,0,0,0,,1,3,,0,1,, +meadole01,1915,1,SLN,NL,39,83,2,8,0,0,0,4,0,,7,31,,0,1,, +meehabi01,1915,1,PHA,AL,1,1,0,1,0,0,0,0,0,,0,0,,0,0,, +menosmi01,1915,1,PTF,FL,17,21,3,2,0,0,0,1,2,,2,0,,1,0,, +merklfr01,1915,1,NY1,NL,140,505,52,151,25,3,4,62,20,15,36,39,,2,14,, +meyerbe01,1915,1,BLF,FL,35,120,20,29,2,0,0,5,6,,37,13,,1,4,, +meyerbe01,1915,2,BUF,FL,93,333,37,77,8,6,1,29,9,,40,37,,1,4,, +meyerch01,1915,1,NY1,NL,110,289,24,67,10,5,1,26,4,4,26,18,,7,1,, +milancl01,1915,1,WS1,AL,153,573,83,165,13,7,2,66,40,19,53,32,,5,16,, +milanho01,1915,1,WS1,AL,11,27,6,11,1,1,0,7,2,,8,7,,0,0,, +miljujo01,1915,1,PTF,FL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +millech03,1915,1,BLF,FL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +milledo02,1915,1,SLN,NL,150,553,73,146,17,10,2,72,27,19,43,48,,6,24,, +milleel01,1915,1,NYA,AL,26,83,4,12,1,0,0,3,0,,4,14,,1,2,, +millehu01,1915,1,SLF,FL,7,6,0,3,1,0,0,3,0,,0,0,,0,1,, +milleot01,1915,1,BRO,NL,84,254,20,57,4,6,0,25,3,,6,28,,1,9,, +millewa02,1915,1,SLF,FL,154,536,80,164,19,9,1,63,33,,79,39,,5,26,, +millsru01,1915,1,NEW,FL,41,134,12,27,5,1,0,16,6,,6,21,,1,5,, +mitchwi01,1915,1,CLE,AL,36,79,3,10,1,0,0,4,0,,4,20,,0,6,, +moellda01,1915,1,WS1,AL,118,438,65,99,11,10,2,23,32,10,59,63,,1,13,, +mogrige01,1915,1,NYA,AL,6,12,0,1,0,0,0,0,1,,1,5,,1,0,, +mollwfr01,1915,1,CIN,NL,153,525,36,136,21,3,1,51,19,11,15,49,,1,18,, +moranha01,1915,1,NEW,FL,35,61,7,11,1,1,0,7,0,,4,12,,1,9,, +moranhe01,1915,1,BSN,NL,130,419,59,84,13,5,0,21,16,10,66,41,,8,12,, +morgara01,1915,1,WS1,AL,62,193,21,45,5,4,0,21,6,5,30,15,,2,8,, +moriage02,1915,1,DET,AL,31,38,2,8,1,0,0,0,1,1,5,7,,1,2,, +morribi01,1915,1,PHA,AL,4,7,1,2,0,0,0,0,0,,0,2,,0,0,, +mortogu01,1915,1,CLE,AL,34,82,1,12,2,1,0,2,0,2,0,28,,0,3,, +moselea01,1915,1,NEW,FL,44,88,5,13,2,1,0,1,1,,2,47,,0,7,, +mowremi01,1915,1,PTF,FL,151,521,56,146,26,6,1,49,40,,66,39,,5,21,, +mullech01,1915,1,NYA,AL,40,90,11,24,1,0,0,7,5,2,10,12,,0,2,, +mullied01,1915,1,CHN,NL,11,22,5,8,1,0,0,2,2,2,5,1,,0,3,, +mullige01,1915,1,NEW,FL,6,10,0,1,0,0,0,0,0,,2,0,,0,1,, +murphda02,1915,1,BRF,FL,5,6,0,1,0,0,0,0,0,,0,0,,0,0,, +murphed02,1915,1,PHA,AL,68,260,37,60,3,4,0,17,13,3,29,15,,3,2,, +murphed02,1915,2,CHA,AL,70,273,51,86,11,5,0,26,20,12,39,12,,5,4,, +murphle01,1915,1,PIT,NL,31,41,4,4,0,0,0,4,0,,4,12,,0,1,, +murrare01,1915,1,NY1,NL,45,127,12,28,1,2,3,11,2,3,7,15,,0,0,, +murrare01,1915,2,CHN,NL,51,144,20,43,6,1,0,11,6,5,8,8,,1,6,, +myersel01,1915,1,PHA,AL,1,3,0,0,0,0,0,0,0,1,0,0,,0,1,, +myersha01,1915,1,BRF,FL,118,341,61,98,9,1,1,36,28,,32,39,,2,27,, +myershy01,1915,1,BRO,NL,153,605,69,150,21,7,2,46,19,22,17,51,,6,17,, +naborja01,1915,1,PHA,AL,10,16,0,2,0,0,0,0,0,,0,8,,0,1,, +neffdo01,1915,1,WS1,AL,30,60,1,10,1,0,0,4,1,2,4,6,,0,6,, +nehfar01,1915,1,BSN,NL,12,28,1,4,0,0,0,6,0,,1,9,,0,1,, +niehadi01,1915,1,SLN,NL,15,14,1,1,0,0,0,0,1,,1,4,,0,0,, +niehobe01,1915,1,PHI,NL,148,529,61,126,27,2,2,49,21,11,30,63,,1,20,, +nixonal01,1915,1,BRO,NL,14,26,3,6,1,0,0,2,1,1,2,4,,0,2,, +nunamle01,1915,1,NYA,AL,87,249,24,56,6,3,0,17,3,2,23,24,,1,4,, +oakesre01,1915,1,PTF,FL,153,580,55,161,24,5,0,82,21,,37,19,,2,27,, +obriege01,1915,1,SLA,AL,3,9,1,2,0,0,0,0,0,,1,2,,0,0,, +oconnpa02,1915,1,PTF,FL,70,219,15,50,10,1,0,16,4,,14,30,,1,7,, +oeschjo01,1915,1,PHI,NL,6,7,0,0,0,0,0,0,0,,0,4,,0,0,, +ofarrbo01,1915,1,CHN,NL,2,3,0,1,0,0,0,0,0,,0,0,,0,0,, +oldhare01,1915,1,DET,AL,17,14,2,2,1,0,0,0,0,,2,8,,0,0,, +oldriru01,1915,1,PHA,AL,107,408,49,101,23,3,6,42,11,6,22,21,,4,5,, +olsoniv01,1915,1,CIN,NL,63,207,18,48,5,4,0,14,10,6,12,13,,0,7,, +olsoniv01,1915,2,BRO,NL,18,26,2,2,0,1,0,3,0,,1,0,,0,4,, +omaraol01,1915,1,BRO,NL,149,577,77,141,26,3,0,31,11,12,51,40,,2,23,, +oneilst01,1915,1,CLE,AL,121,386,32,91,14,2,2,34,2,3,26,41,,5,9,, +owensfr01,1915,1,BLF,FL,99,334,32,84,14,7,3,28,4,,17,34,,1,8,, +package01,1915,1,KCF,FL,44,95,6,22,0,2,1,5,1,,2,18,,0,8,, +palmeem01,1915,1,NY1,NL,3,4,0,1,0,0,0,0,0,,0,0,,0,0,, +parkepa01,1915,1,SLA,AL,3,6,0,1,0,0,0,1,0,1,0,3,,0,0,, +parkji01,1915,1,SLA,AL,3,10,1,4,1,0,0,1,0,,0,3,,0,0,, +paschbe01,1915,1,CLE,AL,9,9,0,1,0,0,0,0,0,,0,3,,0,0,, +paskedo01,1915,1,PHI,NL,109,328,51,80,17,4,3,39,9,6,35,38,,1,28,, +pearcge01,1915,1,CHN,NL,36,56,4,11,2,1,0,2,0,1,3,16,,0,3,, +pechoch01,1915,1,CHF,FL,18,51,4,9,3,0,0,4,1,,4,15,,0,5,, +peckiro01,1915,1,NYA,AL,142,540,67,119,18,7,5,44,19,12,49,72,,3,33,, +pennohe01,1915,1,PHA,AL,11,18,1,5,1,0,0,3,0,,0,5,,0,0,, +pennohe01,1915,2,BOS,AL,5,6,1,1,1,0,0,0,0,,0,2,,0,0,, +peppebo01,1915,1,PHA,AL,1,2,0,0,0,0,0,0,0,,0,1,,0,0,, +perduhu01,1915,1,SLN,NL,31,36,2,4,0,0,0,0,0,,3,8,,0,1,, +perkicy01,1915,1,PHA,AL,7,20,2,4,1,0,0,0,0,,3,3,,0,1,, +perrige01,1915,1,KCF,FL,153,553,67,143,23,7,7,67,10,,57,30,,1,19,, +perripo01,1915,1,NY1,NL,35,68,2,11,2,1,0,4,0,1,0,26,,0,2,, +perrypa01,1915,1,SLA,AL,24,6,0,0,0,0,0,0,0,,0,4,,0,0,, +perrysc01,1915,1,SLA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +peterjo02,1915,1,DET,AL,1,3,0,0,0,0,0,0,0,,0,1,,0,0,, +pfeffje01,1915,1,BRO,NL,40,106,8,27,3,1,0,8,0,2,4,26,,0,1,, +phelaar01,1915,1,CHN,NL,133,448,41,98,16,7,3,35,12,9,55,42,,2,18,, +phillto01,1915,1,SLA,AL,5,9,0,1,0,0,0,0,0,,0,2,,0,1,, +pickch01,1915,1,WS1,AL,3,2,0,0,0,0,0,0,0,,0,0,,0,0,, +piehcy01,1915,1,NYA,AL,21,30,1,2,0,0,0,1,0,,0,12,,0,0,, +pillisq01,1915,1,PHA,AL,2,1,0,0,0,0,0,0,0,,0,0,,0,0,, +pippwa01,1915,1,NYA,AL,136,479,59,118,20,13,4,60,18,7,66,81,,1,14,, +planked01,1915,1,SLF,FL,42,93,7,24,5,1,0,8,0,,6,16,,0,4,, +prattde01,1915,1,SLA,AL,159,602,61,175,31,11,3,78,32,23,26,43,,3,32,, +prattla01,1915,1,BRF,FL,20,49,5,9,1,0,1,2,2,,2,18,,0,1,, +prattla01,1915,2,NEW,FL,5,4,2,2,2,0,0,0,2,,3,1,,0,0,, +prendmi01,1915,1,CHF,FL,42,80,1,6,0,0,0,1,0,,2,35,,1,4,, +quinlfi01,1915,1,CHA,AL,42,114,11,22,3,0,0,7,3,4,4,11,,8,5,, +quinnja01,1915,1,BLF,FL,56,110,12,29,4,1,0,10,0,,8,24,,0,3,, +raganpa01,1915,1,BRO,NL,5,6,1,1,0,0,0,0,0,1,0,2,,0,0,, +raganpa01,1915,2,BSN,NL,33,80,7,12,2,0,0,5,0,1,5,26,,0,1,, +raridbi01,1915,1,NEW,FL,142,444,49,120,30,7,0,40,8,,60,29,,3,9,, +rasmuha01,1915,1,CHF,FL,2,1,0,0,0,0,0,0,0,,0,0,,0,0,, +rawlijo01,1915,1,KCF,FL,120,399,40,86,9,2,2,24,17,,27,40,,2,26,, +rayca01,1915,1,PHA,AL,2,2,0,0,0,0,0,0,0,,1,2,,0,0,, +reedmi01,1915,1,BRF,FL,10,31,2,9,1,1,0,8,2,,2,0,,1,2,, +reedte01,1915,1,NEW,FL,20,77,5,20,1,2,0,4,1,,2,7,,1,9,, +rehgwa01,1915,1,BOS,AL,5,5,2,1,0,0,0,0,1,,0,1,,0,0,, +reinewa01,1915,1,BLF,FL,3,8,0,1,0,0,0,0,0,,0,0,,1,0,, +remneal01,1915,1,SLA,AL,2,1,0,0,0,0,0,0,0,,0,1,,0,0,, +reulbed01,1915,1,NEW,FL,33,92,3,18,1,1,0,5,0,,2,37,,0,8,, +reynoro01,1915,1,DET,AL,4,3,0,0,0,0,0,0,0,,0,2,,0,0,, +rheamcy01,1915,1,PTF,FL,34,69,10,12,0,0,1,5,4,,1,7,,0,6,, +ricesa01,1915,1,WS1,AL,4,8,0,3,0,0,0,0,0,,0,1,,0,0,, +richaja01,1915,1,PHA,AL,3,8,0,0,0,0,0,0,0,,0,6,,0,0,, +ritteha01,1915,1,NY1,NL,23,16,1,2,0,0,0,0,0,,0,5,,0,0,, +rixeyep01,1915,1,PHI,NL,29,55,3,9,1,0,0,2,0,,3,13,,1,5,, +roachro01,1915,1,BUF,FL,92,346,35,93,20,3,2,31,11,,17,34,,0,7,, +roberda01,1915,1,NY1,NL,141,544,72,160,17,10,3,58,22,10,22,52,,4,14,, +robinha01,1915,1,SLN,NL,32,47,1,5,0,0,0,0,0,,2,4,,0,0,, +rocheja01,1915,1,SLN,NL,46,39,2,8,0,1,0,6,1,,4,8,,1,1,, +rodgebi01,1915,1,CLE,AL,16,45,8,14,2,0,0,7,3,3,8,7,,0,2,, +rodgebi01,1915,2,BOS,AL,11,6,2,0,0,0,0,0,0,,3,2,,0,0,, +rodgebi01,1915,3,CIN,NL,72,213,20,51,13,4,0,12,8,5,11,29,,7,2,, +roggecl01,1915,1,PTF,FL,37,81,4,14,1,1,0,10,2,,7,19,,1,8,, +rondehe01,1915,1,WS1,AL,14,40,3,7,0,0,0,4,1,2,4,3,,0,3,, +rothbr01,1915,1,CHA,AL,70,240,44,60,6,10,3,35,12,6,29,50,,3,5,, +rothbr01,1915,2,CLE,AL,39,144,23,43,4,7,4,20,14,4,22,22,,2,5,, +roushed01,1915,1,NEW,FL,145,551,73,164,20,11,3,60,28,,38,25,,6,21,, +ruckena01,1915,1,BRO,NL,19,42,2,9,1,0,0,3,0,,3,6,,0,0,, +rudoldi01,1915,1,BSN,NL,45,116,8,23,3,1,1,17,2,1,12,21,,0,4,, +ruelmu01,1915,1,SLA,AL,10,14,0,0,0,0,0,1,0,,5,5,,0,0,, +russeal01,1915,1,NYA,AL,5,8,0,2,0,0,0,0,0,,0,4,,0,1,, +russeha01,1915,1,BLF,FL,53,73,5,19,1,2,0,11,1,,14,5,,4,6,, +russere01,1915,1,CHA,AL,45,86,11,21,2,3,0,7,1,,4,14,,2,2,, +ruthba01,1915,1,BOS,AL,42,92,16,29,10,1,4,21,0,,9,23,,0,2,, +saiervi01,1915,1,CHN,NL,144,497,74,131,35,11,11,64,29,9,64,62,,2,5,, +sallesl01,1915,1,SLN,NL,46,92,0,11,0,0,0,5,0,,6,27,,0,4,, +savagji01,1915,1,PTF,FL,14,21,0,3,0,0,0,0,0,,1,0,,0,0,, +sawyeca01,1915,1,WS1,AL,10,32,8,8,1,0,0,3,2,,4,5,,1,0,, +schaege01,1915,1,NEW,FL,59,154,26,33,5,3,0,8,3,,25,11,,1,3,, +schalra01,1915,1,CHA,AL,135,413,46,110,14,4,1,54,15,18,62,21,,3,17,, +schanbo01,1915,1,PIT,NL,56,125,13,23,6,3,0,4,2,2,14,32,,1,6,, +schanbo01,1915,2,NY1,NL,12,21,1,3,0,0,0,1,1,,4,5,,0,1,, +schanwa01,1915,1,PHA,AL,116,359,64,89,9,11,1,44,18,3,66,47,,14,12,, +schauru01,1915,1,NY1,NL,32,26,0,2,1,0,0,0,0,,0,5,,0,0,, +scheeal01,1915,1,NEW,FL,155,546,75,146,25,14,2,60,31,,65,38,,7,13,, +scheefr01,1915,1,PIT,NL,4,3,0,0,0,0,0,0,0,,0,0,,0,0,, +schmara01,1915,1,SLA,AL,3,4,0,0,0,0,0,0,0,,0,1,,0,0,, +schmibu01,1915,1,BSN,NL,127,458,46,115,26,7,2,60,3,10,36,59,,9,21,, +schmuch01,1915,1,BRO,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +schnepe01,1915,1,CIN,NL,48,94,9,23,2,2,2,5,1,,0,27,,0,6,, +schored01,1915,1,CHN,NL,2,2,1,1,0,0,0,0,0,,0,1,,0,0,, +schulal01,1915,1,BUF,FL,42,109,6,18,4,1,0,6,1,,3,21,,0,3,, +schulfr01,1915,1,CHN,NL,151,550,66,137,20,6,12,62,19,17,49,68,,2,27,, +schuljo03,1915,1,BRO,NL,56,120,13,35,3,2,0,4,3,4,10,18,,0,2,, +schuljo03,1915,2,CHN,NL,7,8,1,2,0,0,0,3,0,,0,2,,0,0,, +schupfe01,1915,1,NY1,NL,23,10,1,2,1,0,0,0,0,,0,4,,0,0,, +schwepi01,1915,1,NYA,AL,9,18,6,5,3,0,0,6,0,,1,6,,0,0,, +scottev01,1915,1,BOS,AL,100,359,25,72,11,0,0,28,4,7,17,21,,0,23,, +scottji01,1915,1,CHA,AL,48,95,3,12,0,0,0,6,1,,8,26,,0,6,, +seatoto01,1915,1,BRF,FL,33,66,5,16,4,1,1,13,2,,3,24,,0,8,, +seatoto01,1915,2,NEW,FL,12,26,3,4,0,0,1,2,1,,1,11,,0,0,, +seiboso01,1915,1,PHA,AL,10,26,3,3,1,0,0,2,0,,4,4,,0,0,, +severha01,1915,1,SLA,AL,80,203,12,45,6,1,1,22,2,1,16,25,,0,1,, +shankho01,1915,1,WS1,AL,141,492,52,123,19,8,0,47,12,14,30,42,,3,21,, +shannjo01,1915,1,BSN,NL,5,10,3,2,0,0,0,1,0,,0,3,,0,1,, +shannre01,1915,1,BSN,NL,1,3,0,0,0,0,0,0,0,,0,0,,0,0,, +shawal02,1915,1,KCF,FL,132,448,67,126,22,10,6,67,15,,46,45,,0,13,, +shawji01,1915,1,WS1,AL,25,43,2,10,2,0,0,3,0,,3,20,,0,1,, +shawkbo01,1915,1,PHA,AL,17,31,0,4,2,0,0,2,0,,3,11,,0,2,, +shawkbo01,1915,2,NYA,AL,16,29,3,7,3,1,0,1,0,,0,10,,0,0,, +sheehto02,1915,1,PHA,AL,15,34,0,4,0,0,0,4,0,,0,17,,0,2,, +sheltsk01,1915,1,NYA,AL,10,40,1,1,0,0,0,0,0,,2,10,,0,1,, +shermjo01,1915,1,PHA,AL,2,6,0,2,0,0,0,1,0,1,1,2,,0,0,, +shielpe01,1915,1,CLE,AL,23,72,4,15,6,0,0,6,3,3,4,14,,0,2,, +shoreer01,1915,1,BOS,AL,38,79,3,8,4,1,0,10,0,,5,29,,0,5,, +shortch01,1915,1,BOS,AL,6,14,1,3,1,0,0,0,0,,0,2,,0,0,, +shottbu01,1915,1,SLA,AL,156,559,93,158,18,11,1,30,43,32,118,62,,2,6,, +siglipa01,1915,1,PIT,NL,6,7,1,2,0,0,0,0,1,,1,2,,0,0,, +simmoha01,1915,1,BLF,FL,39,88,8,18,7,1,1,14,1,,10,9,,1,4,, +simonmi01,1915,1,BRF,FL,47,142,7,25,5,1,0,12,1,,9,12,,0,3,, +simspe01,1915,1,SLA,AL,3,1,1,1,0,0,0,0,0,,1,0,,0,1,, +sislege01,1915,1,SLA,AL,81,274,28,78,10,2,3,29,10,9,7,27,,2,12,, +slattph01,1915,1,PIT,NL,3,1,0,0,0,0,0,0,0,,0,0,,0,0,, +smithbo01,1915,1,BUF,FL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +smithel02,1915,1,CLE,AL,144,476,37,118,23,12,3,67,10,11,36,75,,0,16,, +smithfr03,1915,1,BLF,FL,17,29,2,5,2,1,1,4,0,,0,7,,0,1,, +smithfr03,1915,2,BRF,FL,15,20,3,4,1,0,0,3,0,,3,5,,0,1,, +smithfr05,1915,1,BUF,FL,35,114,8,27,2,4,0,11,2,,13,15,,1,0,, +smithfr05,1915,2,BRF,FL,110,385,41,95,16,6,5,58,21,,25,49,,3,16,, +smithha06,1915,1,NY1,NL,21,32,1,4,0,1,0,3,0,1,6,12,,0,0,, +smithha06,1915,2,BRF,FL,28,65,5,13,0,0,1,4,2,,7,16,,0,1,, +smithja03,1915,1,SLN,NL,4,16,2,3,0,1,0,0,0,,1,5,,0,0,, +smithji01,1915,1,CHF,FL,95,318,32,69,11,4,4,30,4,,14,65,,0,7,, +smithji01,1915,2,BLF,FL,33,108,9,19,1,1,1,11,3,,11,23,,1,1,, +smithre02,1915,1,BSN,NL,157,549,66,145,34,4,2,65,10,5,67,49,,1,19,, +smithsh01,1915,1,BRO,NL,29,57,7,14,4,0,0,2,0,1,3,8,,0,1,, +smithsy01,1915,1,PIT,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +smythre01,1915,1,BRO,NL,19,22,3,3,1,0,0,3,1,2,4,2,,0,2,, +snodgfr01,1915,1,NY1,NL,80,252,36,49,9,0,0,20,11,12,35,33,,6,5,, +snodgfr01,1915,2,BSN,NL,23,79,10,22,2,0,0,9,0,4,7,9,,2,5,, +snydefr01,1915,1,SLN,NL,144,473,41,141,22,7,2,55,3,6,39,49,,1,9,, +sothoal01,1915,1,SLA,AL,3,1,0,0,0,0,0,0,0,,0,0,,0,0,, +southbi01,1915,1,CLE,AL,60,177,25,39,2,5,0,8,2,4,36,12,,0,1,, +speaktr01,1915,1,BOS,AL,150,547,108,176,25,12,0,69,29,25,81,14,,7,17,, +stanaos01,1915,1,DET,AL,100,300,27,67,9,2,1,31,5,1,20,41,,1,6,, +standpe01,1915,1,CHN,NL,30,40,5,9,2,1,0,4,0,1,4,16,,0,1,, +steenbi01,1915,1,CLE,AL,10,16,1,3,1,0,0,1,0,,0,6,,0,0,, +steenbi01,1915,2,DET,AL,20,28,2,5,0,0,0,2,0,,1,6,,0,1,, +stengca01,1915,1,BRO,NL,132,459,52,109,20,12,3,50,5,10,34,46,,3,14,, +stockmi01,1915,1,PHI,NL,69,227,37,59,7,3,1,15,6,2,22,26,,0,5,, +stovage01,1915,1,KCF,FL,130,480,48,111,21,3,0,44,8,,29,36,,6,13,, +stranla01,1915,1,NEW,FL,35,75,7,14,3,1,1,11,1,,6,11,,0,6,, +stranpa01,1915,1,BSN,NL,24,22,3,2,0,0,0,2,0,,0,4,,0,0,, +strousa01,1915,1,NY1,NL,32,56,2,9,0,0,0,2,0,,1,8,,1,3,, +strunam01,1915,1,PHA,AL,132,485,76,144,28,16,1,45,17,19,56,45,,1,23,, +suggsge01,1915,1,BLF,FL,35,77,5,17,1,1,0,5,0,,6,11,,0,3,, +swaciha01,1915,1,BLF,FL,85,301,24,74,13,1,1,38,9,,9,11,,0,9,, +sweened01,1915,1,NYA,AL,53,137,12,26,2,0,0,5,3,3,25,12,,1,10,, +teschal01,1915,1,BRF,FL,8,7,2,2,1,0,0,2,0,,0,0,,0,0,, +tesreje01,1915,1,NY1,NL,43,103,9,24,1,1,1,12,0,1,5,15,,0,2,, +textoge01,1915,1,NEW,FL,3,6,1,2,0,0,0,0,0,,0,0,,0,0,, +thomair01,1915,1,PHA,AL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +thomapi01,1915,1,BOS,AL,86,203,21,48,4,4,0,21,3,2,13,20,,1,7,, +thompsh01,1915,1,PHA,AL,17,33,5,11,2,0,0,2,0,1,4,6,,0,0,, +thorpji01,1915,1,NY1,NL,17,52,8,12,3,1,0,1,4,2,2,16,,0,0,, +tillmjo01,1915,1,SLA,AL,2,3,0,0,0,0,0,0,0,,1,3,,0,0,, +tincube01,1915,1,PHI,NL,11,9,1,0,0,0,0,0,0,,0,3,,0,0,, +tinkejo01,1915,1,CHF,FL,31,67,7,18,2,1,0,9,3,,13,5,,0,1,, +tipplda01,1915,1,NYA,AL,3,6,1,0,0,0,0,0,0,,0,2,,0,0,, +tobinja01,1915,1,SLF,FL,158,625,92,184,26,13,6,51,31,,68,42,,3,20,, +toneyfr01,1915,1,CIN,NL,36,74,2,7,0,0,0,1,0,,2,21,,0,4,, +tragewa01,1915,1,BSN,NL,7,7,1,0,0,0,0,0,0,,0,2,,0,0,, +trautfr01,1915,1,NEW,FL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +turnete01,1915,1,CLE,AL,75,262,35,66,14,1,0,14,12,11,29,13,,1,13,, +turneti01,1915,1,PHA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +twombge01,1915,1,CIN,NL,46,66,5,13,0,1,0,5,5,3,8,8,,1,1,, +tylerle01,1915,1,BSN,NL,45,88,11,23,7,0,1,6,0,,4,19,,0,3,, +uphambi01,1915,1,BRF,FL,33,36,2,4,1,0,0,0,0,,2,13,,0,0,, +vanceda01,1915,1,PIT,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +vanceda01,1915,2,NYA,AL,8,3,0,2,1,0,0,1,0,,3,0,,0,1,, +vaughbo01,1915,1,SLF,FL,144,521,69,146,19,9,0,32,24,,58,38,,3,42,, +vaughhi01,1915,1,CHN,NL,43,86,8,14,3,0,0,9,3,2,7,27,,2,2,, +veachbo01,1915,1,DET,AL,152,569,81,178,40,10,3,112,16,19,68,43,,4,18,, +verekto01,1915,1,BLF,FL,2,0,0,0,0,0,0,0,0,,0,0,,0,0,, +vioxji01,1915,1,PIT,NL,150,503,56,129,17,8,2,45,12,8,75,31,,4,9,, +vittos01,1915,1,DET,AL,152,560,116,140,18,13,1,48,26,18,80,22,,4,42,, +vonkofr01,1915,1,CIN,NL,50,78,6,15,4,1,0,6,1,3,7,11,,0,1,, +wagnebi01,1915,1,PIT,NL,5,5,0,0,0,0,0,0,0,,1,2,,0,0,, +wagnehe01,1915,1,BOS,AL,84,267,38,64,11,2,0,29,8,4,37,34,,3,14,, +wagneho01,1915,1,PIT,NL,156,566,68,155,32,17,6,78,22,15,39,64,,4,16,, +wagnejo01,1915,1,CIN,NL,75,197,17,35,5,2,0,13,4,6,8,35,,0,5,, +walkeer01,1915,1,SLA,AL,50,109,15,23,4,2,0,9,5,8,23,32,,0,1,, +walkemy01,1915,1,BRF,FL,13,27,4,6,2,0,0,1,1,,1,0,,0,0,, +walkero01,1915,1,CLE,AL,25,38,2,5,0,0,0,1,0,1,1,18,,1,3,, +walketi01,1915,1,SLA,AL,144,510,53,137,20,7,5,49,20,17,36,77,,5,16,, +wallabo01,1915,1,SLA,AL,9,13,1,3,0,1,0,4,0,1,5,0,,0,0,, +wallaja01,1915,1,CHN,NL,2,7,1,2,0,0,0,1,0,,0,2,,1,0,, +walshde01,1915,1,SLA,AL,59,150,13,33,5,0,0,6,6,6,14,25,,5,4,, +walshed01,1915,1,CHA,AL,5,11,0,4,0,0,0,0,0,,0,1,,0,1,, +walshji01,1915,1,BLF,FL,106,401,43,121,20,1,9,60,12,,21,44,,2,15,, +walshji01,1915,2,SLF,FL,17,31,5,6,1,0,0,1,1,,3,4,,2,0,, +walshji02,1915,1,PHA,AL,117,417,48,86,15,6,1,20,22,12,57,64,,3,11,, +waltero01,1915,1,NYA,AL,2,3,0,1,0,0,0,0,0,,0,0,,0,0,, +wambsbi01,1915,1,CLE,AL,121,375,30,73,4,4,0,21,8,9,36,50,,4,8,, +warhoja01,1915,1,NYA,AL,21,51,3,7,3,0,0,2,1,,3,9,,0,0,, +warrebi01,1915,1,NEW,FL,5,3,0,1,0,0,0,1,0,,0,0,,0,0,, +watsoar01,1915,1,BRF,FL,9,19,4,5,0,3,0,1,0,,3,4,,0,0,, +watsoar01,1915,2,BUF,FL,22,30,6,14,1,0,1,13,0,,0,4,,0,1,, +watsodo01,1915,1,SLF,FL,33,40,3,5,0,0,0,1,0,,1,15,,0,2,, +weavebu01,1915,1,CHA,AL,148,563,83,151,18,11,3,49,24,20,32,58,,7,42,, +weaveha01,1915,1,PHA,AL,2,6,0,1,1,0,0,1,0,,0,2,,0,0,, +weilmca01,1915,1,SLA,AL,47,100,4,23,3,1,0,6,1,1,3,18,,0,3,, +weisebu01,1915,1,PHI,NL,37,64,6,9,2,0,0,8,2,2,7,12,,1,5,, +weissjo01,1915,1,CHF,FL,29,85,6,19,1,2,0,11,0,,3,24,,0,1,, +wendele01,1915,1,NY1,NL,20,36,0,8,1,1,0,5,0,,2,7,,0,1,, +whalibe01,1915,1,BSN,NL,72,190,10,42,6,2,0,13,0,1,8,38,,3,4,, +wheatma01,1915,1,BRO,NL,8,14,0,1,0,0,0,0,0,,0,5,,0,0,, +wheatza01,1915,1,BRO,NL,146,528,64,136,15,12,5,66,21,14,52,42,,5,10,, +whitech01,1915,1,NEW,FL,11,10,0,0,0,0,0,1,0,,2,0,,0,1,, +whitegi01,1915,1,NEW,FL,35,120,16,27,6,2,0,9,3,,6,16,,1,2,, +whittpo01,1915,1,PHI,NL,128,448,46,126,17,3,1,43,24,15,29,47,,2,28,, +wicklal01,1915,1,CHF,FL,30,86,11,21,2,2,1,5,3,,13,11,,0,1,, +wicklal01,1915,2,PTF,FL,110,389,63,117,12,8,1,30,23,,52,47,,2,30,, +wilheka01,1915,1,BLF,FL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +wiliede01,1915,1,CLE,AL,45,131,14,33,4,1,2,10,2,6,26,18,,2,2,, +willeed01,1915,1,SLF,FL,17,15,3,3,0,0,0,2,0,,3,0,,0,1,, +willicy01,1915,1,CHN,NL,151,518,59,133,22,6,13,64,15,10,26,49,,10,12,, +willigu02,1915,1,SLA,AL,45,119,15,24,2,2,1,11,11,1,6,16,,1,3,, +willike01,1915,1,CIN,NL,71,219,22,53,10,4,0,16,4,3,15,20,,2,7,, +williri01,1915,1,WS1,AL,91,197,14,48,8,4,0,31,4,3,18,20,,4,13,, +wilsoar01,1915,1,CHF,FL,96,269,44,82,11,2,7,31,8,,65,38,,1,16,, +wilsoch01,1915,1,SLN,NL,107,348,33,96,13,6,3,39,8,15,19,43,,4,17,, +wilsofi01,1915,1,BRF,FL,19,35,5,11,2,0,0,0,0,,2,3,,0,1,, +wiltsho01,1915,1,BRF,FL,19,22,0,1,0,0,0,0,0,,0,0,,0,0,, +wingoiv01,1915,1,CIN,NL,119,339,26,75,11,6,3,29,10,11,13,33,,0,13,, +wistete01,1915,1,BRF,FL,36,106,13,33,3,3,0,21,8,,21,7,,3,6,, +wistete01,1915,2,CHF,FL,7,20,3,4,1,0,0,0,0,,3,2,,0,2,, +wistete01,1915,3,SLF,FL,8,24,1,5,1,0,0,4,2,,2,2,,1,0,, +wistete01,1915,4,CHF,FL,42,144,12,36,3,1,0,14,2,,5,10,,1,13,, +wolfgme01,1915,1,CHA,AL,17,17,3,2,0,0,0,1,0,,0,2,,0,1,, +woodjo02,1915,1,BOS,AL,29,54,6,14,1,1,1,7,1,1,5,10,,0,5,, +woodmda01,1915,1,BUF,FL,6,4,0,1,0,0,0,0,0,,0,0,,0,0,, +woodro01,1915,1,CLE,AL,33,78,5,15,2,1,0,3,1,2,2,13,,2,1,, +wrighbo01,1915,1,CHN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wrighdi01,1915,1,BRF,FL,4,5,0,0,0,0,0,0,0,,0,0,,0,0,, +wyckowe01,1915,1,PHA,AL,45,96,3,12,3,2,0,5,0,1,5,25,,0,3,, +yerkest02,1915,1,PTF,FL,121,434,44,125,17,8,1,49,17,,30,27,,2,14,, +youngch01,1915,1,BLF,FL,9,9,0,2,0,0,0,0,0,,1,0,,0,1,, +youngde01,1915,1,BUF,FL,12,15,0,2,0,0,0,0,1,,1,0,,0,0,, +youngra01,1915,1,DET,AL,123,378,44,92,6,5,0,31,12,11,53,31,,2,22,, +zabelzi01,1915,1,CHN,NL,37,54,2,4,0,0,0,0,2,,3,7,,0,2,, +zeidero01,1915,1,CHF,FL,129,494,65,112,22,2,0,34,16,,43,24,,6,15,, +zimmebi01,1915,1,BRO,NL,22,57,3,16,2,0,0,7,1,,4,8,,0,1,, +zimmehe01,1915,1,CHN,NL,139,520,65,138,28,11,3,62,19,13,21,33,,5,15,, +zinngu01,1915,1,BLF,FL,102,312,30,84,18,3,5,43,2,,35,28,,0,12,, +zwilldu01,1915,1,CHF,FL,150,548,65,157,32,7,13,94,24,,67,65,,2,18,, +acostme01,1916,1,WS1,AL,5,8,0,1,0,0,0,0,0,,2,0,,0,0,, +adamsba01,1916,1,PIT,NL,16,22,1,6,0,1,0,2,0,,2,1,,0,1,, +adamsbe01,1916,1,PHI,NL,11,13,2,3,0,0,0,1,0,,0,3,,0,0,, +agnewsa01,1916,1,BOS,AL,40,67,4,14,2,1,0,7,0,,6,4,,2,3,, +ainsmed01,1916,1,WS1,AL,51,100,11,17,4,0,0,8,3,,8,14,,0,8,, +alexape01,1916,1,PHI,NL,49,138,10,33,7,4,0,9,1,,5,15,,0,3,, +alexawa01,1916,1,NYA,AL,36,78,8,20,6,1,0,3,0,,13,20,,2,0,, +allenfr01,1916,1,BSN,NL,19,34,4,7,0,1,0,4,0,,8,14,,0,3,, +allenni01,1916,1,CHN,NL,5,16,1,1,0,0,0,1,0,,0,3,,0,0,, +allismi01,1916,1,CLE,AL,14,18,10,5,0,0,0,0,0,,6,1,,0,1,, +altenje01,1916,1,PIT,NL,8,14,2,6,1,1,0,0,0,,1,1,,0,0,, +amesre01,1916,1,SLN,NL,45,68,3,12,0,1,0,1,0,,3,19,,0,2,, +anderfr01,1916,1,NY1,NL,38,58,6,8,2,1,0,3,0,,1,18,,1,4,, +appleed01,1916,1,BRO,NL,14,12,1,2,0,0,0,0,0,,0,0,,0,0,, +aragoan01,1916,1,NYA,AL,12,24,1,5,0,0,0,3,2,,2,2,,0,1,, +archeji01,1916,1,CHN,NL,77,205,11,45,6,2,1,30,3,,12,24,,2,9,, +austiji01,1916,1,SLA,AL,129,411,55,85,15,6,1,28,19,,74,59,,4,19,, +ayersdo01,1916,1,WS1,AL,43,43,2,6,1,0,0,4,0,,0,8,,0,2,, +bagbyji01,1916,1,CLE,AL,51,90,12,15,2,1,0,4,1,,6,18,,0,9,, +bailefr01,1916,1,BSN,NL,6,10,0,1,0,0,0,1,0,,0,3,,0,0,, +bairddo01,1916,1,PIT,NL,128,430,41,93,10,7,1,28,20,16,24,49,,3,4,, +bakerde01,1916,1,DET,AL,61,98,7,15,4,0,0,6,2,,11,8,,1,5,, +bakerfr01,1916,1,NYA,AL,100,360,46,97,23,2,10,52,15,,36,30,,5,1,, +bancrda01,1916,1,PHI,NL,142,477,53,101,10,0,3,33,15,,74,57,,4,16,, +barbawa01,1916,1,CLE,AL,13,48,3,11,1,0,0,3,0,,4,9,,0,2,, +barbetu01,1916,1,WS1,AL,15,33,3,7,0,1,1,5,0,,2,3,,0,0,, +barneed01,1916,1,PIT,NL,45,137,16,27,4,0,0,9,8,,23,15,,0,6,, +barneje01,1916,1,BSN,NL,33,48,1,9,1,0,0,2,0,,2,4,,0,2,, +barryja01,1916,1,BOS,AL,94,330,28,67,6,1,0,20,8,,17,24,,17,28,, +batscbi01,1916,1,PIT,NL,1,0,0,0,0,0,0,0,0,,1,0,,0,0,, +baumapa01,1916,1,NYA,AL,79,237,35,68,5,3,1,25,10,,19,16,,5,5,, +baumgge01,1916,1,SLA,AL,4,2,0,0,0,0,0,0,0,,1,1,,0,0,, +baumgst01,1916,1,PHI,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +bealljo01,1916,1,CIN,NL,6,21,3,7,2,0,1,4,1,,3,7,,0,1,, +beckzi01,1916,1,SLN,NL,62,184,8,41,7,1,0,10,3,,14,21,,1,2,, +beebefr01,1916,1,CLE,AL,20,28,4,6,0,1,0,1,0,,1,8,,0,3,, +bendech01,1916,1,PHI,NL,28,43,2,12,4,0,0,5,0,,3,9,,0,1,, +bentlja01,1916,1,WS1,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bentoru01,1916,1,NY1,NL,38,78,3,7,0,1,0,3,1,,2,21,,0,4,, +benzjo01,1916,1,CHA,AL,28,46,3,3,1,0,0,2,0,,2,19,,0,2,, +bergmal01,1916,1,CLE,AL,8,14,2,3,0,1,0,0,0,,2,4,,0,0,, +beschbo01,1916,1,SLN,NL,151,561,78,132,24,8,6,43,39,12,60,50,,6,9,, +betzebr01,1916,1,SLN,NL,142,510,49,119,15,11,1,37,22,16,39,77,,0,11,, +bigbeca01,1916,1,PIT,NL,43,164,17,41,3,6,0,3,8,,7,14,,1,5,, +billijo01,1916,1,CLE,AL,22,31,2,5,0,0,0,1,0,,2,11,,0,2,, +blackea01,1916,1,BSN,NL,47,110,12,30,4,4,0,7,2,,9,21,,0,4,, +bluejji01,1916,1,CIN,NL,3,2,0,0,0,0,0,0,0,,0,0,,0,0,, +boehlge01,1916,1,DET,AL,5,3,1,0,0,0,0,0,0,,2,0,,0,0,, +boehljo01,1916,1,WS1,AL,27,41,2,7,1,1,0,3,0,,3,12,,0,1,, +boehljo01,1916,2,CLE,AL,13,19,1,5,1,0,0,0,0,,1,6,,0,0,, +bohnesa01,1916,1,SLN,NL,14,38,3,9,0,0,0,0,3,,4,6,,0,0,, +bolanbe01,1916,1,DET,AL,49,32,4,8,0,0,0,2,0,,5,12,,0,2,, +boonelu01,1916,1,NYA,AL,46,124,14,23,4,0,1,8,7,,8,10,,3,7,, +bortoba01,1916,1,SLA,AL,66,98,10,22,1,2,1,12,1,,19,13,,0,2,, +bradlja01,1916,1,CLE,AL,2,3,0,0,0,0,0,0,0,,0,1,,0,0,, +brainfr01,1916,1,NY1,NL,2,7,0,0,0,0,0,0,0,,0,0,,0,0,, +bressru01,1916,1,PHA,AL,4,5,1,1,0,1,0,1,0,,0,0,,0,1,, +brottto01,1916,1,SLN,NL,26,33,3,6,1,0,0,4,1,,3,10,,0,0,, +brownji02,1916,1,PHA,AL,14,42,6,10,2,1,1,5,0,,4,9,,0,3,, +brownmo01,1916,1,CHN,NL,12,16,2,4,0,0,0,0,0,,1,4,,0,0,, +bucklje01,1916,1,NYA,AL,2,1,0,0,0,0,0,0,0,,0,1,,0,0,, +burnsed01,1916,1,PHI,NL,78,219,14,51,8,1,0,14,3,,16,18,,3,6,, +burnsge01,1916,1,NY1,NL,155,623,105,174,24,8,5,41,37,26,63,47,,1,9,, +burnsge02,1916,1,DET,AL,135,479,60,137,22,6,4,73,12,,22,30,,7,19,, +bushdo01,1916,1,DET,AL,145,550,73,124,5,9,0,34,19,,75,42,,1,27,, +bushjo01,1916,1,PHA,AL,41,100,4,14,4,0,0,6,0,,0,23,,0,2,, +butlear01,1916,1,SLN,NL,86,110,9,23,5,0,0,7,3,,7,12,,0,2,, +byrnebo01,1916,1,PHI,NL,48,141,22,33,10,1,0,9,6,,14,7,,1,11,, +cadorle01,1916,1,BRO,NL,1,3,0,0,0,0,0,0,0,,0,0,,0,0,, +cadyhi01,1916,1,BOS,AL,78,162,5,31,6,3,0,13,0,,15,16,,1,6,, +caldwra02,1916,1,NYA,AL,45,93,6,19,2,0,0,4,1,,2,17,,0,0,, +cantwmi01,1916,1,NYA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +careyma01,1916,1,PIT,NL,154,599,90,158,23,11,7,42,63,19,59,58,,7,14,, +carpepa01,1916,1,PIT,NL,5,2,0,0,0,0,0,0,0,,0,1,,0,0,, +carribi02,1916,1,BOS,AL,33,63,7,17,2,1,0,11,2,,11,3,,0,3,, +carrodo01,1916,1,PHA,AL,10,22,1,2,0,0,0,0,0,,1,8,,1,2,, +cartepa01,1916,1,CHN,NL,8,12,1,2,0,0,0,0,0,,0,2,,0,1,, +chalmge01,1916,1,PHI,NL,12,15,0,0,0,0,0,0,0,,0,10,,0,3,, +chapmha01,1916,1,SLA,AL,18,31,2,3,0,0,0,0,0,,2,5,,0,2,, +chapmra01,1916,1,CLE,AL,109,346,50,80,10,5,0,27,21,14,50,46,,1,40,, +chappla01,1916,1,CLE,AL,3,2,0,0,0,0,0,0,1,,1,0,,0,0,, +chappla01,1916,2,BSN,NL,20,53,4,12,1,1,0,9,1,,2,8,,1,0,, +chaseha01,1916,1,CIN,NL,142,542,66,184,29,12,4,82,22,11,19,48,,1,9,, +chenela01,1916,1,BRO,NL,41,79,4,9,2,0,0,2,2,,5,29,,0,4,, +cicoted01,1916,1,CHA,AL,44,57,6,12,2,0,0,4,0,,4,16,,1,8,, +clarkto01,1916,1,CIN,NL,78,177,10,42,10,1,0,17,8,,24,20,,0,3,, +clemecl01,1916,1,CHN,NL,10,15,0,0,0,0,0,0,0,,1,6,,0,0,, +clemove01,1916,1,SLA,AL,4,7,0,1,1,0,0,0,0,,0,1,,0,0,, +cobbty01,1916,1,DET,AL,145,542,113,201,31,10,5,68,68,24,78,39,,2,14,, +colembo01,1916,1,CLE,AL,19,28,3,6,2,0,0,4,0,,7,6,,0,1,, +collied01,1916,1,CHA,AL,155,545,87,168,14,17,0,52,40,21,86,36,,3,39,, +collish01,1916,1,CHA,AL,143,527,74,128,28,12,0,42,16,,59,51,,3,17,, +collizi01,1916,1,BSN,NL,93,268,39,56,1,6,1,18,4,,18,42,,1,9,, +comptpe01,1916,1,BSN,NL,34,98,13,20,2,0,0,8,5,,7,7,,1,3,, +comptpe01,1916,2,PIT,NL,5,16,1,1,0,0,0,0,0,,2,5,,1,1,, +connojo04,1916,1,BSN,NL,62,110,11,25,5,2,0,12,5,,14,13,,1,5,, +cookdo01,1916,1,NYA,AL,4,10,0,1,0,0,0,1,0,,0,2,,0,0,, +coombja01,1916,1,BRO,NL,27,61,2,11,2,0,0,3,0,,2,10,,0,0,, +coopecl01,1916,1,PHI,NL,56,104,9,20,2,0,0,11,1,,7,15,,1,2,, +coopewi01,1916,1,PIT,NL,44,79,4,17,2,0,0,4,0,,0,20,,0,7,, +corharo01,1916,1,SLN,NL,92,295,30,62,6,3,0,18,15,,20,31,,2,5,, +costeda01,1916,1,PIT,NL,60,159,11,38,1,3,0,8,3,,6,23,,0,4,, +coumbfr01,1916,1,CLE,AL,31,35,0,2,1,0,0,1,0,,0,11,,0,2,, +covelha01,1916,1,DET,AL,44,118,7,25,3,2,0,7,0,,0,38,,1,1,, +covelst01,1916,1,CLE,AL,45,75,8,13,1,2,1,5,0,,1,19,,0,4,, +craftmo01,1916,1,WS1,AL,3,4,0,0,0,0,0,0,0,,1,2,,0,0,, +cranddo01,1916,1,SLA,AL,16,12,0,1,0,0,0,0,0,,2,4,,0,0,, +cranesa02,1916,1,PHA,AL,2,4,1,1,0,0,0,0,0,,2,1,,0,1,, +cravaga01,1916,1,PHI,NL,137,448,70,127,21,8,11,70,9,,64,89,,5,15,, +crawfsa01,1916,1,DET,AL,100,322,41,92,11,13,0,42,10,,37,10,,0,9,, +croweca01,1916,1,PHA,AL,9,12,0,0,0,0,0,0,0,,0,6,,0,0,, +cruiswa01,1916,1,SLN,NL,3,3,0,2,0,0,0,0,0,,1,0,,0,0,, +culloni01,1916,1,NYA,AL,28,55,0,6,0,0,0,2,0,,3,13,,0,1,, +cunnige01,1916,1,DET,AL,35,41,7,11,2,2,0,3,0,,8,12,,0,1,, +currimu01,1916,1,SLN,NL,6,3,0,0,0,0,0,0,0,,1,1,,0,0,, +cutshge01,1916,1,BRO,NL,154,581,58,151,21,4,2,63,27,20,25,32,,1,29,, +dalege01,1916,1,CIN,NL,17,21,0,3,0,1,0,1,0,,0,3,,0,0,, +daltoja01,1916,1,DET,AL,8,11,1,2,0,0,0,0,0,,0,5,,0,0,, +dalyto02,1916,1,CLE,AL,31,73,3,16,1,1,0,8,0,,1,2,,0,1,, +danfoda01,1916,1,CHA,AL,28,23,3,2,0,0,0,0,0,,4,12,,0,2,, +daubeja01,1916,1,BRO,NL,127,478,75,151,16,7,3,33,21,7,38,39,,4,35,, +daussho01,1916,1,DET,AL,39,72,8,16,3,2,1,5,0,,15,30,,1,4,, +davenda01,1916,1,SLA,AL,59,73,5,10,3,0,0,4,0,,16,43,,2,5,, +davisha01,1916,1,PHA,AL,1,0,0,0,0,0,0,0,0,,1,0,,0,0,, +dealch01,1916,1,SLA,AL,23,74,7,10,1,0,0,10,4,,6,8,,0,1,, +dealch01,1916,2,CHN,NL,2,8,2,2,1,0,0,3,0,,0,0,,0,0,, +deberha01,1916,1,CLE,AL,15,33,7,9,4,0,0,4,0,,6,9,,0,0,, +dedear01,1916,1,BRO,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +dellwh01,1916,1,BRO,NL,32,44,1,4,0,0,0,3,0,,1,14,,2,2,, +demaral01,1916,1,PHI,NL,39,101,6,11,2,0,0,5,2,,6,36,,0,1,, +desjash01,1916,1,CLE,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +divismo01,1916,1,PHA,AL,3,6,0,1,0,0,0,1,0,,0,2,,0,0,, +doakbi01,1916,1,SLN,NL,29,62,3,8,1,1,0,2,0,,1,21,,0,4,, +donovbi01,1916,1,NYA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dooinre01,1916,1,NY1,NL,15,17,1,2,0,0,0,0,0,,0,3,,0,0,, +doolami01,1916,1,CHN,NL,28,70,4,15,2,1,0,5,0,,8,7,,0,4,, +doolami01,1916,2,NY1,NL,18,51,4,12,3,1,1,3,1,,2,4,,0,3,, +doylela01,1916,1,NY1,NL,113,441,55,118,24,10,2,47,17,,27,23,,4,16,, +doylela01,1916,2,CHN,NL,9,38,6,15,5,1,1,7,2,,1,1,,0,0,, +driscmi01,1916,1,PHA,AL,1,2,0,0,0,0,0,0,0,,0,1,,0,0,, +dubucje01,1916,1,DET,AL,52,78,3,20,0,2,0,7,0,,7,12,,0,2,, +dugeyos01,1916,1,PHI,NL,41,50,9,11,3,0,0,1,3,,9,8,,0,3,, +dumonge01,1916,1,WS1,AL,17,14,0,1,0,1,0,0,0,,2,7,,0,1,, +dyerbe01,1916,1,DET,AL,4,14,4,4,1,0,0,1,0,,1,1,,0,0,, +egandi01,1916,1,BSN,NL,83,238,23,53,8,3,0,16,2,,19,21,,0,14,, +ehmkeho01,1916,1,DET,AL,5,14,1,2,0,0,0,1,0,,0,5,,0,0,, +ellioro01,1916,1,CHN,NL,23,55,5,14,3,0,0,3,1,,3,5,,0,4,, +ellisba01,1916,1,DET,AL,2,7,0,1,0,0,0,1,0,,0,1,,0,0,, +emmerfr01,1916,1,CIN,NL,42,89,8,13,3,1,0,2,1,,7,27,,0,0,, +englecl01,1916,1,CLE,AL,11,26,1,4,0,0,0,1,0,,0,6,,0,2,, +ericker01,1916,1,DET,AL,8,4,0,0,0,0,0,0,0,,0,2,,0,0,, +evansbi01,1916,1,PIT,NL,13,20,1,3,0,0,0,0,0,,0,9,,0,1,, +evansjo01,1916,1,CLE,AL,33,82,4,12,1,0,0,1,4,,7,12,,0,5,, +eversjo01,1916,1,BSN,NL,71,241,33,52,4,1,0,15,5,,40,19,,1,12,, +faberre01,1916,1,CHA,AL,35,63,4,6,0,0,0,2,0,,5,34,,1,4,, +fabribu01,1916,1,BRO,NL,2,2,0,0,0,0,0,0,0,,0,1,,0,0,, +farmeja01,1916,1,PIT,NL,55,166,10,45,6,4,0,14,1,,7,24,,2,6,, +fautsjo01,1916,1,CHA,AL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +felscha01,1916,1,CHA,AL,146,546,73,164,24,12,7,70,13,,31,67,,3,13,, +finchbi01,1916,1,SLA,AL,12,4,0,1,1,0,0,0,0,,0,0,,0,0,, +fischwi01,1916,1,CHN,NL,65,179,15,35,9,2,1,14,2,,11,8,,1,5,, +fischwi01,1916,2,PIT,NL,42,113,11,29,7,1,1,6,1,,10,3,,1,4,, +fishebo01,1916,1,CIN,NL,61,136,9,37,4,3,0,11,7,,8,14,,0,2,, +fishera01,1916,1,NYA,AL,31,62,5,11,3,0,0,2,1,,5,12,,1,1,, +fishewi01,1916,1,PIT,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +fitzped01,1916,1,BSN,NL,83,216,17,46,8,0,1,18,5,,15,26,,5,12,, +flackma01,1916,1,CHN,NL,141,465,65,120,14,3,3,20,24,19,42,43,,0,39,, +fletcar01,1916,1,NY1,NL,133,500,53,143,23,8,3,66,15,,13,36,,14,15,, +fortuga01,1916,1,PHI,NL,1,2,0,0,0,0,0,0,0,,0,1,,0,0,, +fosteed02,1916,1,WS1,AL,158,606,75,153,18,9,1,44,23,16,68,26,,4,7,, +fosteru01,1916,1,BOS,AL,38,62,3,11,3,0,0,2,0,,3,10,,0,2,, +fournja01,1916,1,CHA,AL,105,313,36,75,13,9,3,44,19,,36,40,,5,8,, +fullefr01,1916,1,DET,AL,20,10,2,1,0,0,0,1,3,,1,4,,0,1,, +gainede01,1916,1,BOS,AL,56,142,14,36,6,0,3,18,5,,10,24,,0,6,, +gallibe01,1916,1,WS1,AL,49,93,8,18,3,1,0,7,1,,3,34,,0,4,, +gandich01,1916,1,CLE,AL,146,533,51,138,26,9,0,72,13,,36,48,,5,27,, +gandybo01,1916,1,PHI,NL,1,2,0,0,0,0,0,0,0,,0,1,,0,0,, +gardnla01,1916,1,BOS,AL,148,493,47,152,19,7,2,62,12,,48,27,,2,23,, +gedeojo01,1916,1,NYA,AL,122,435,50,92,14,4,0,27,14,,40,61,,3,13,, +getzgu01,1916,1,BRO,NL,40,96,9,21,1,2,0,8,9,,0,5,,0,6,, +gharrpa01,1916,1,WS1,AL,39,92,8,21,5,1,0,9,2,,8,18,,1,4,, +gibsoge01,1916,1,PIT,NL,33,84,4,17,2,2,0,4,0,,3,7,,1,3,, +gilhofr01,1916,1,NYA,AL,58,223,40,62,5,3,1,10,16,,37,17,,1,2,, +gleasbi03,1916,1,PIT,NL,1,2,0,0,0,0,0,0,0,,0,0,,0,0,, +gonzami01,1916,1,SLN,NL,118,331,33,79,15,4,0,29,5,,28,18,,3,8,, +goodwi01,1916,1,PHI,NL,75,136,25,34,4,3,1,15,7,,8,13,,3,5,, +goodwma01,1916,1,WS1,AL,3,1,0,0,0,0,0,0,0,,0,0,,0,0,, +gouldal01,1916,1,CLE,AL,30,29,2,3,0,0,0,1,0,,1,12,,0,3,, +gowdyha01,1916,1,BSN,NL,118,349,32,88,14,1,1,34,8,,24,33,,6,14,, +graneja01,1916,1,CLE,AL,155,589,106,142,41,14,5,54,10,,102,72,,2,9,, +greggve01,1916,1,BOS,AL,21,18,0,2,1,0,0,0,0,,0,3,,0,0,, +griffto01,1916,1,CIN,NL,155,595,50,158,28,7,2,61,16,,36,37,,2,8,, +grimebu01,1916,1,PIT,NL,6,17,1,3,0,0,0,0,0,,0,6,,0,1,, +grimmch01,1916,1,PHA,AL,12,22,0,2,0,0,0,0,0,,2,4,,0,0,, +grineda01,1916,1,SLN,NL,4,4,1,1,0,0,0,0,0,,0,2,,0,0,, +grohhe01,1916,1,CIN,NL,149,553,85,149,24,14,2,28,13,,84,34,,4,11,, +groombo01,1916,1,SLA,AL,41,63,5,7,3,0,0,3,1,,4,20,,0,6,, +grovero01,1916,1,PHA,AL,20,77,8,21,1,2,0,7,5,,6,10,,0,5,, +guistlo01,1916,1,CLE,AL,6,19,2,3,0,0,0,2,1,,4,3,,0,0,, +gunkere01,1916,1,CLE,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hagerri01,1916,1,CLE,AL,2,1,0,0,0,0,0,0,0,,0,0,,0,0,, +halege01,1916,1,SLA,AL,4,1,0,0,0,0,0,0,0,,0,1,,1,0,, +haleyra01,1916,1,BOS,AL,1,1,0,0,0,0,0,0,0,,0,1,,0,0,, +haleyra01,1916,2,PHA,AL,34,108,8,25,5,0,0,4,0,,6,19,,1,0,, +hallch02,1916,1,SLN,NL,10,14,0,2,0,0,0,1,0,,0,6,,0,0,, +halline01,1916,1,PIT,NL,1,1,0,0,0,0,0,0,0,,0,1,,0,0,, +hamilea01,1916,1,SLA,AL,1,0,0,0,0,0,0,0,0,,0,0,,,0,, +hamilea01,1916,2,DET,AL,5,13,0,1,0,0,0,2,0,,1,6,,0,0,, +hamilea01,1916,3,SLA,AL,22,24,2,0,0,0,0,0,0,,6,9,,0,0,, +harmobo01,1916,1,PIT,NL,35,55,4,6,1,0,0,1,0,,2,9,,0,0,, +harpege02,1916,1,DET,AL,44,56,4,9,1,0,0,3,0,,5,8,,0,1,, +harpeha01,1916,1,WS1,AL,36,87,6,18,2,0,0,1,1,,2,21,,1,1,, +hartlgr01,1916,1,SLA,AL,89,222,19,50,8,0,0,12,4,,30,24,,3,3,, +hartzro01,1916,1,NYA,AL,33,64,12,12,1,0,0,7,1,,9,3,,1,2,, +hasbrzi01,1916,1,CHA,AL,9,8,1,1,0,0,0,0,0,,1,2,,0,0,, +healyth01,1916,1,PHA,AL,6,23,4,6,1,1,0,2,1,,1,2,,1,0,, +heilmha01,1916,1,DET,AL,136,451,57,127,30,11,2,73,9,,42,40,,5,15,, +hendrcl01,1916,1,CHN,NL,45,80,4,16,3,0,1,5,0,,6,24,,1,2,, +hendrti01,1916,1,NYA,AL,15,62,10,18,7,1,0,5,4,,8,6,,1,1,, +henriol01,1916,1,BOS,AL,68,99,13,20,2,2,0,11,2,,19,15,,0,4,, +henryjo02,1916,1,WS1,AL,117,305,28,76,12,3,0,46,12,,49,40,,6,13,, +herzobu01,1916,1,CIN,NL,79,281,30,75,14,2,1,24,15,12,21,12,,5,12,, +herzobu01,1916,2,NY1,NL,77,280,40,73,10,4,0,25,19,16,22,24,,5,12,, +hessege01,1916,1,PHA,AL,6,8,1,1,0,0,0,0,0,,0,3,,0,0,, +hickmji01,1916,1,BRO,NL,9,5,3,1,0,0,0,0,1,,2,0,,0,0,, +highhu01,1916,1,NYA,AL,116,377,44,99,13,4,1,28,13,,47,44,,3,24,, +hillca01,1916,1,PIT,NL,2,0,0,0,0,0,0,0,0,,1,0,,0,0,, +hinchbi01,1916,1,PIT,NL,152,555,64,175,18,16,4,76,10,,54,61,,2,17,, +hobbsbi01,1916,1,CIN,NL,6,11,1,2,1,0,0,1,1,,2,0,,0,2,, +hoblidi01,1916,1,BOS,AL,130,417,57,108,17,1,0,39,10,,47,28,,3,21,, +hofmaso01,1916,1,NYA,AL,6,27,0,8,1,1,0,2,1,,1,1,,0,1,, +hofmaso01,1916,2,CHN,NL,5,16,2,5,2,1,0,2,0,,2,2,,0,0,, +holkewa01,1916,1,NY1,NL,34,111,16,39,4,2,0,13,10,,6,16,,1,3,, +hoopeha01,1916,1,BOS,AL,151,575,75,156,20,11,1,37,27,11,80,35,,1,14,, +hornsro01,1916,1,SLN,NL,139,495,63,155,17,15,6,65,17,,40,63,,4,11,, +howariv01,1916,1,CLE,AL,81,246,20,46,11,5,0,23,9,,30,34,,9,9,, +huggimi01,1916,1,SLN,NL,18,9,2,3,0,0,0,0,0,,2,3,,1,3,, +hugheto02,1916,1,BSN,NL,40,52,2,10,5,0,0,1,0,,1,12,,1,2,, +huhnem01,1916,1,CIN,NL,37,94,4,24,3,2,0,3,0,,2,11,,0,0,, +huntehe01,1916,1,NY1,NL,21,28,3,7,0,0,1,4,0,,0,5,,0,0,, +huntehe01,1916,2,CHN,NL,2,4,0,0,0,0,0,0,0,,0,0,,0,0,, +jacksjo01,1916,1,CHA,AL,155,592,91,202,40,21,3,78,24,14,46,25,,5,16,, +jacobel01,1916,1,PIT,NL,34,40,3,3,0,1,0,1,0,,3,13,,1,1,, +jacobme01,1916,1,CHN,NL,4,13,2,3,0,0,0,0,2,,1,4,,0,0,, +jamesbi01,1916,1,DET,AL,30,44,3,3,0,0,0,1,0,,3,24,,0,6,, +jamiech01,1916,1,WS1,AL,64,145,16,36,4,0,0,13,5,,18,18,,0,5,, +janvrha01,1916,1,BOS,AL,117,310,32,69,11,4,0,26,6,,32,32,,2,19,, +jaspehi01,1916,1,SLN,NL,21,33,2,7,0,0,1,3,0,,0,16,,0,0,, +johnsbi02,1916,1,PHA,AL,4,15,1,4,1,0,0,1,0,,0,4,,0,0,, +johnsdo01,1916,1,PIT,NL,114,404,33,86,10,10,0,39,17,,20,42,,7,18,, +johnser01,1916,1,SLA,AL,74,236,29,54,9,3,0,19,13,,30,23,,3,9,, +johnsji01,1916,1,BRO,NL,118,425,58,107,13,8,1,26,22,19,35,38,,3,9,, +johnsji02,1916,1,PHA,AL,12,27,1,2,0,0,1,2,0,,3,10,,0,1,, +johnswa01,1916,1,WS1,AL,58,142,13,32,2,4,1,7,0,,11,28,,1,4,, +jonesde01,1916,1,DET,AL,1,2,0,0,0,0,0,0,0,,0,0,,0,0,, +jonessa01,1916,1,BOS,AL,13,6,0,2,0,0,0,0,0,,0,2,,0,0,, +jourdte01,1916,1,CHA,AL,3,2,0,0,0,0,0,0,2,,1,1,,0,0,, +judgejo01,1916,1,WS1,AL,103,336,42,74,10,8,0,28,18,,54,44,,3,6,, +kantler01,1916,1,PIT,NL,34,46,2,8,0,1,0,1,0,,2,11,,0,0,, +kantler01,1916,2,PHI,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kauffbe01,1916,1,NY1,NL,154,552,71,146,22,15,9,74,40,26,68,65,,3,9,, +kavanma01,1916,1,DET,AL,58,78,6,11,4,0,0,5,0,,9,15,,1,2,, +kavanma01,1916,2,CLE,AL,19,44,4,11,2,1,1,10,0,,2,5,,0,0,, +keatira01,1916,1,NYA,AL,14,29,2,7,0,0,0,3,0,,2,10,,1,1,, +kelledu01,1916,1,NY1,NL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +kellejo02,1916,1,BRO,NL,2,3,0,0,0,0,0,0,0,,0,0,,0,0,, +kellyge01,1916,1,NY1,NL,49,76,4,12,2,1,0,3,1,,6,24,,0,2,, +kellyjo03,1916,1,CHN,NL,54,169,18,43,7,1,2,15,10,,9,16,,1,0,, +kennera01,1916,1,SLA,AL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +killebi01,1916,1,PHI,NL,97,286,22,62,5,4,3,27,2,,8,14,,3,10,, +killere01,1916,1,CIN,NL,70,234,29,57,9,1,1,18,7,,21,8,,8,5,, +killere01,1916,2,NY1,NL,2,1,0,1,0,0,0,1,0,,1,0,,0,0,, +kingle01,1916,1,PHA,AL,42,144,13,27,1,2,0,8,4,,7,15,,1,5,, +kingle02,1916,1,PIT,NL,8,18,0,2,0,0,0,1,0,,0,7,,0,0,, +klepfed01,1916,1,CLE,AL,31,40,3,1,0,0,0,0,0,,3,13,,0,2,, +knabeot01,1916,1,PIT,NL,28,89,4,17,3,1,0,9,1,,6,6,,2,6,, +knabeot01,1916,2,CHN,NL,51,145,17,40,8,0,0,7,3,,9,18,,2,3,, +knetzel01,1916,1,BSN,NL,2,0,0,0,0,0,0,0,0,,0,0,,1,0,, +knetzel01,1916,2,CIN,NL,37,52,0,8,0,1,0,2,0,,0,18,,0,4,, +kochebr01,1916,1,NY1,NL,34,65,1,7,2,0,0,1,0,,2,10,,0,0,, +koneted01,1916,1,BSN,NL,158,566,76,147,29,13,3,70,13,,43,46,,7,20,, +koober01,1916,1,SLA,AL,33,41,4,0,0,0,0,1,0,,15,24,,0,1,, +kopfla01,1916,1,CIN,NL,11,40,2,11,2,0,0,5,1,,1,8,,0,0,, +lajoina01,1916,1,PHA,AL,113,426,33,105,14,4,2,35,15,,14,26,,1,14,, +lambeot01,1916,1,CLE,AL,16,27,2,3,0,1,0,0,0,,0,9,,0,1,, +lannire01,1916,1,PHA,AL,19,33,5,6,2,0,0,1,0,,10,9,,0,1,, +lappja01,1916,1,CHA,AL,40,101,6,21,0,1,0,7,1,,8,10,,0,1,, +lavando01,1916,1,SLA,AL,110,343,32,81,13,1,0,19,7,,32,38,,2,5,, +lavenji01,1916,1,CHN,NL,36,53,1,8,1,0,0,0,0,,2,21,,0,3,, +lawryot01,1916,1,PHA,AL,41,123,10,25,0,0,0,4,4,,9,21,,1,4,, +leebi01,1916,1,SLA,AL,7,11,1,2,0,0,0,0,0,,1,1,,0,0,, +leibone01,1916,1,CHA,AL,45,82,5,20,1,2,0,13,7,,7,7,,0,5,, +leonadu01,1916,1,BOS,AL,48,85,2,17,3,0,0,10,0,,6,16,,0,4,, +leonajo01,1916,1,CLE,AL,3,2,1,0,0,0,0,0,0,,0,1,,0,0,, +leonajo01,1916,2,WS1,AL,42,168,20,46,7,0,0,14,4,,22,23,,0,1,, +lewisdu01,1916,1,BOS,AL,152,563,56,151,29,5,1,56,16,,33,56,,4,24,, +lindsax01,1916,1,PHA,AL,1,2,0,1,0,0,0,1,0,,0,0,,0,0,, +loberha01,1916,1,NY1,NL,48,76,6,17,3,2,0,11,2,,5,8,,0,4,, +lohrho01,1916,1,CLE,AL,3,7,0,1,0,0,0,1,1,,0,1,,0,0,, +longto01,1916,1,SLN,NL,119,403,37,118,11,10,1,33,21,14,10,43,,1,9,, +lotzjo01,1916,1,SLN,NL,12,12,1,4,1,0,0,2,0,,0,4,,0,0,, +loudeba01,1916,1,CIN,NL,134,439,38,96,16,4,1,32,12,,54,54,,6,4,, +lovesl01,1916,1,NYA,AL,20,14,1,0,0,0,0,1,0,,1,7,,0,1,, +lowdegr01,1916,1,DET,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lowdegr01,1916,2,CLE,AL,10,18,1,3,2,0,0,0,0,,0,8,,0,1,, +luderfr01,1916,1,PHI,NL,146,508,52,143,26,3,5,53,8,,41,32,,5,13,, +lynnby01,1916,1,CHA,AL,31,40,4,9,1,0,0,3,2,,4,7,,1,1,, +maddege01,1916,1,PIT,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +mageele01,1916,1,NYA,AL,131,510,57,131,18,4,3,45,29,25,50,31,,1,20,, +mageesh01,1916,1,BSN,NL,122,419,44,101,17,5,3,54,10,,44,52,,6,16,, +maharbi01,1916,1,PHI,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +mailsdu01,1916,1,BRO,NL,11,4,1,1,0,0,0,0,0,,0,2,,0,0,, +maisefr01,1916,1,NYA,AL,53,158,18,36,5,0,0,7,4,,20,18,,1,4,, +maisege01,1916,1,DET,AL,8,5,2,0,0,0,0,0,0,,0,2,,0,0,, +malonle01,1916,1,PHA,AL,5,4,1,0,0,0,0,0,0,,1,2,,0,0,, +mamaual01,1916,1,PIT,NL,45,110,13,21,3,2,0,6,0,,3,18,,0,2,, +mannle01,1916,1,CHN,NL,127,415,46,113,13,9,2,29,11,7,19,31,,2,8,, +maranra01,1916,1,BSN,NL,155,604,79,142,16,13,4,38,32,15,50,69,,2,24,, +marklcl01,1916,1,NYA,AL,11,13,0,0,0,0,0,0,0,,1,4,,0,1,, +marquru01,1916,1,BRO,NL,36,63,3,9,0,1,0,5,1,,4,17,,0,2,, +marsaar01,1916,1,SLA,AL,151,528,51,134,12,1,1,60,46,26,57,41,,6,23,, +mathech01,1916,1,NY1,NL,12,17,1,0,0,0,0,1,0,,4,4,,0,2,, +mathech01,1916,2,CIN,NL,1,5,1,3,1,0,0,1,0,,0,0,,0,0,, +mathejo01,1916,1,BSN,NL,2,0,0,0,0,0,0,0,0,,0,0,,0,0,, +mayerer01,1916,1,PHI,NL,28,38,2,5,0,0,0,3,0,,4,8,,0,2,, +maysca01,1916,1,BOS,AL,48,77,8,18,1,2,0,8,0,,16,19,,0,3,, +mcaulik01,1916,1,PIT,NL,4,8,1,2,0,0,0,1,0,,0,1,,0,1,, +mcbrige01,1916,1,WS1,AL,139,466,36,106,15,4,1,36,8,,23,58,,5,23,, +mccabti01,1916,1,SLA,AL,13,4,0,0,0,0,0,0,0,,1,1,,0,0,, +mccaral01,1916,1,CHN,NL,37,107,10,26,2,3,0,6,1,,11,7,,5,3,, +mccaral01,1916,2,PIT,NL,50,146,11,29,3,0,0,3,3,,15,10,,2,9,, +mccarle01,1916,1,BRO,NL,55,150,17,47,6,1,0,13,4,,14,16,,3,8,, +mccarle01,1916,2,NY1,NL,25,68,6,27,3,4,0,9,0,,7,9,,0,2,, +mcconge01,1916,1,CHN,NL,28,57,2,9,0,0,0,0,0,,2,4,,1,2,, +mcelwle01,1916,1,PHA,AL,54,155,9,41,3,0,0,10,0,,8,17,,0,5,, +mchalma01,1916,1,BOS,AL,2,0,0,0,0,0,0,0,0,,1,0,,0,0,, +mchalma01,1916,2,CLE,AL,5,2,0,0,0,0,0,0,0,,0,0,,0,0,, +mcinnst01,1916,1,PHA,AL,140,512,42,151,25,3,1,60,7,,25,19,,3,26,, +mckecbi01,1916,1,NY1,NL,71,260,22,64,9,1,0,17,7,,7,20,,1,5,, +mckecbi01,1916,2,CIN,NL,37,130,4,36,3,0,0,10,4,,3,12,,0,7,, +mckeere01,1916,1,DET,AL,32,76,3,16,1,2,0,4,0,,6,11,,0,2,, +mckenli01,1916,1,CIN,NL,6,5,0,2,0,2,0,2,0,,0,1,,0,0,, +mcmulfr01,1916,1,CHA,AL,68,187,8,48,3,0,0,10,9,,19,30,,2,12,, +mcnalmi01,1916,1,BOS,AL,87,135,28,23,0,0,0,9,9,,10,19,,0,6,, +mcquige01,1916,1,PHI,NL,21,11,0,1,0,0,0,1,0,,1,3,,0,4,, +mctigbi01,1916,1,DET,AL,3,1,0,0,0,0,0,0,0,,0,0,,0,0,, +meadole01,1916,1,SLN,NL,51,95,3,15,3,2,0,4,0,,0,32,,0,3,, +menosmi01,1916,1,WS1,AL,11,37,5,6,1,1,0,3,1,,1,10,,0,2,, +merklfr01,1916,1,NY1,NL,112,401,45,95,19,3,7,44,17,,33,46,,8,7,, +merklfr01,1916,2,BRO,NL,23,69,6,16,1,0,0,2,2,,7,4,,1,1,, +meyerbi01,1916,1,PHA,AL,50,138,6,32,2,2,1,12,3,,8,11,,0,4,, +meyerch01,1916,1,BRO,NL,80,239,21,59,10,3,0,21,2,,26,15,,6,3,, +milancl01,1916,1,WS1,AL,150,565,58,154,14,3,1,45,34,21,56,31,,5,12,, +milledo02,1916,1,SLN,NL,143,505,47,120,22,7,1,46,18,,40,49,,5,10,, +milleel01,1916,1,NYA,AL,43,152,12,34,3,2,1,18,8,,11,18,,1,6,, +millefr02,1916,1,PIT,NL,30,51,1,7,4,0,0,3,0,,1,16,,0,7,, +milleha01,1916,1,BRO,NL,3,3,0,1,0,1,0,1,0,,1,1,,0,0,, +milleot01,1916,1,BRO,NL,73,216,16,55,9,2,1,17,6,,7,29,,1,3,, +millewa02,1916,1,SLA,AL,146,485,72,129,17,5,1,50,25,21,72,76,,9,28,, +mitchcl01,1916,1,CIN,NL,56,117,11,28,2,1,0,11,1,,4,6,,0,1,, +mitchwi01,1916,1,CLE,AL,12,11,0,0,0,0,0,0,0,,1,4,,0,1,, +mitchwi01,1916,2,DET,AL,23,36,3,9,0,0,0,3,0,,5,6,,1,1,, +mittera01,1916,1,PHA,AL,13,39,1,6,0,0,0,2,0,,3,6,,0,0,, +moellda01,1916,1,WS1,AL,78,240,30,59,8,1,1,23,13,,30,35,,2,5,, +moellda01,1916,2,CLE,AL,25,30,5,2,0,0,0,1,2,,5,6,,0,1,, +mogrige01,1916,1,NYA,AL,30,66,4,14,1,1,0,2,0,,2,20,,0,2,, +mollwfr01,1916,1,CIN,NL,65,183,12,41,4,4,0,16,6,,5,12,,0,9,, +mollwfr01,1916,2,CHN,NL,33,71,1,19,2,0,0,11,4,,7,6,,0,2,, +morgara01,1916,1,WS1,AL,99,315,41,84,12,4,1,29,14,,59,29,,10,14,, +moriage02,1916,1,CHA,AL,7,5,1,1,0,0,0,0,0,,2,0,,0,0,, +morribi01,1916,1,PHA,AL,1,1,0,0,0,0,0,1,0,,1,0,,0,0,, +mortogu01,1916,1,CLE,AL,27,57,7,12,0,0,0,5,0,,0,14,,0,2,, +moselea01,1916,1,CIN,NL,31,46,2,4,0,0,0,5,0,,4,24,,0,2,, +mowremi01,1916,1,BRO,NL,144,495,57,121,22,6,0,60,16,,50,60,,5,31,, +mullech01,1916,1,NYA,AL,59,146,11,39,9,1,0,18,7,,9,13,,0,6,, +mullied01,1916,1,CHN,NL,58,189,13,29,3,4,0,9,1,,8,30,,3,7,, +murphed02,1916,1,CHA,AL,51,105,14,22,5,1,0,4,3,,9,5,,2,1,, +murphmi01,1916,1,PHA,AL,14,27,0,3,0,0,0,1,0,,1,3,,0,1,, +myersel01,1916,1,PHA,AL,53,126,9,27,5,1,0,9,0,,3,26,,0,4,, +myershy01,1916,1,BRO,NL,113,412,54,108,12,14,3,36,17,,21,35,,6,13,, +naborja01,1916,1,PHA,AL,40,69,1,7,0,0,0,0,0,,2,37,,1,0,, +nealegr01,1916,1,CIN,NL,138,530,53,139,13,5,0,20,17,,19,79,,6,12,, +nehfar01,1916,1,BSN,NL,23,40,4,5,1,0,0,0,2,,3,12,,1,0,, +nessja01,1916,1,CHA,AL,75,258,32,69,7,5,1,34,4,,9,32,,7,7,, +niehobe01,1916,1,PHI,NL,146,548,65,133,42,4,4,61,20,14,37,57,,1,25,, +nixonal01,1916,1,BRO,NL,1,2,0,2,0,0,0,0,0,,0,0,,0,0,, +nunamle01,1916,1,NYA,AL,91,260,25,77,14,7,0,28,4,,34,21,,1,1,, +obriera01,1916,1,PIT,NL,16,57,5,12,3,2,0,3,0,,1,14,,0,5,, +oconnjo02,1916,1,CHN,NL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +oeschjo01,1916,1,PHI,NL,14,5,0,0,0,0,0,1,0,,0,3,,0,1,, +ofarrbo01,1916,1,CHN,NL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +oldriru01,1916,1,PHA,AL,40,146,10,36,8,3,0,14,1,,9,9,,0,2,, +oldriru01,1916,2,NYA,AL,43,158,17,37,8,0,1,12,6,,12,13,,0,3,, +olsoniv01,1916,1,BRO,NL,108,351,29,89,13,4,1,38,14,,21,27,,1,20,, +omaraol01,1916,1,BRO,NL,72,193,18,39,5,2,0,15,10,,12,20,,0,7,, +oneilst01,1916,1,CLE,AL,130,378,30,89,23,0,0,29,2,,24,33,,4,11,, +package01,1916,1,CHN,NL,44,54,9,7,3,0,0,1,0,,4,13,,0,2,, +palmeem01,1916,1,NY1,NL,5,3,0,0,0,0,0,0,0,,1,0,,0,0,, +parkji01,1916,1,SLA,AL,26,20,1,2,0,0,0,0,1,,0,8,,0,0,, +parnhru01,1916,1,PHA,AL,4,11,1,3,1,0,0,1,0,,0,3,,0,0,, +paskedo01,1916,1,PHI,NL,149,555,82,155,30,7,8,46,22,21,54,76,,3,12,, +paulege01,1916,1,SLA,AL,5,4,1,2,0,0,0,0,0,,1,1,,0,0,, +pearcge01,1916,1,CHN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pechoch01,1916,1,CHN,NL,22,69,5,10,1,1,0,4,1,,3,21,,0,2,, +peckiro01,1916,1,NYA,AL,145,552,65,141,22,8,4,58,18,,62,50,,1,20,, +penneke01,1916,1,CLE,AL,4,2,0,0,0,0,0,0,0,,0,0,,0,0,, +pennohe01,1916,1,BOS,AL,11,8,0,1,0,0,0,0,0,,1,1,,0,0,, +perripo01,1916,1,NY1,NL,40,83,7,7,3,0,0,4,0,,4,30,,0,5,, +perrysc01,1916,1,CHN,NL,4,11,0,3,1,0,0,1,0,,0,2,,0,0,, +pfeffje01,1916,1,BRO,NL,43,122,5,34,2,2,0,12,2,,4,32,,0,3,, +picinva01,1916,1,PHA,AL,40,118,8,23,3,1,0,5,1,,6,33,,0,3,, +pickch01,1916,1,PHA,AL,121,398,29,96,10,3,0,20,25,16,40,24,,3,11,, +pippwa01,1916,1,NYA,AL,151,545,70,143,20,14,12,93,16,,54,82,,2,16,, +planked01,1916,1,SLA,AL,37,81,3,15,1,0,0,5,2,,4,16,,0,4,, +prattde01,1916,1,SLA,AL,158,596,64,159,35,12,5,103,26,17,54,56,,3,16,, +prendmi01,1916,1,CHN,NL,35,46,1,7,0,0,0,1,0,,1,17,,0,1,, +raganpa01,1916,1,BSN,NL,31,60,2,13,2,1,0,4,0,,2,25,,1,2,, +raridbi01,1916,1,NY1,NL,120,351,23,78,9,3,1,29,4,,55,32,,3,6,, +rayca01,1916,1,PHA,AL,3,3,0,0,0,0,0,0,0,,0,1,,0,0,, +reulbed01,1916,1,BSN,NL,21,33,3,3,0,1,0,1,0,,0,14,,1,2,, +ricesa01,1916,1,WS1,AL,58,197,26,59,8,3,1,17,4,,15,13,,1,1,, +richaja01,1916,1,PHA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ricoar01,1916,1,BSN,NL,4,4,0,0,0,0,0,0,0,,0,0,,0,0,, +ritteha01,1916,1,NY1,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rixeyep01,1916,1,PHI,NL,38,97,6,15,3,0,0,9,0,,2,14,,1,4,, +roberda01,1916,1,NY1,NL,150,587,88,180,18,8,12,69,21,17,14,56,,3,16,, +rodgebi01,1916,1,CIN,NL,3,4,0,0,0,0,0,0,0,,0,2,,0,0,, +rodrijo01,1916,1,NY1,NL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +rondehe01,1916,1,WS1,AL,50,162,20,36,5,3,1,28,7,,18,18,,3,4,, +rothbr01,1916,1,CLE,AL,125,409,50,117,19,7,4,72,29,14,38,48,,2,16,, +roushed01,1916,1,NY1,NL,39,69,4,13,0,1,0,5,4,,1,4,,0,1,, +roushed01,1916,2,CIN,NL,69,272,34,78,7,14,0,15,15,,13,19,,7,8,, +roweha01,1916,1,PHA,AL,17,36,2,5,1,0,0,3,0,,2,8,,0,0,, +ruckena01,1916,1,BRO,NL,9,11,1,1,0,0,0,2,0,,0,2,,0,0,, +rudoldi01,1916,1,BSN,NL,41,101,5,16,2,1,0,6,2,,8,26,,0,4,, +rumlewi01,1916,1,SLA,AL,27,37,6,12,3,0,0,10,0,,3,7,,0,1,, +russeal01,1916,1,NYA,AL,35,45,2,2,0,0,0,0,0,,6,20,,0,6,, +russere01,1916,1,CHA,AL,56,91,9,13,2,0,0,6,1,,0,18,,1,2,, +ruthba01,1916,1,BOS,AL,67,136,18,37,5,3,3,15,0,,10,23,,0,4,, +saiervi01,1916,1,CHN,NL,147,498,60,126,25,3,7,50,20,17,79,68,,1,12,, +sallesl01,1916,1,SLN,NL,16,18,2,3,0,0,0,0,0,,1,9,,0,2,, +sallesl01,1916,2,NY1,NL,15,35,1,9,1,0,0,1,0,,2,4,,0,1,, +sawyeca01,1916,1,WS1,AL,16,31,3,6,1,0,0,2,3,,4,4,,1,1,, +schaege01,1916,1,NYA,AL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +schalra01,1916,1,CHA,AL,129,410,36,95,12,9,0,41,30,13,41,31,,6,15,, +schanwa01,1916,1,PHA,AL,110,338,41,90,15,8,7,38,14,,38,44,,10,13,, +schauru01,1916,1,NY1,NL,19,9,1,2,1,0,0,2,0,,0,0,,0,0,, +schmiwa01,1916,1,PIT,NL,64,184,16,35,1,2,2,15,3,,10,13,,1,7,, +schnepe01,1916,1,CIN,NL,49,89,10,21,3,0,0,4,2,,1,20,,0,4,, +schulal01,1916,1,CIN,NL,44,64,2,8,0,0,0,0,0,,0,20,,0,1,, +schulfr01,1916,1,CHN,NL,72,230,31,68,11,1,5,27,9,,20,35,,0,3,, +schulfr01,1916,2,PIT,NL,55,177,12,45,5,3,0,14,5,,17,19,,1,2,, +schuljo03,1916,1,PIT,NL,77,204,18,53,8,2,0,22,6,,7,14,,4,6,, +schupfe01,1916,1,NY1,NL,30,41,1,4,0,0,0,0,0,,1,17,,0,0,, +scottev01,1916,1,BOS,AL,123,366,37,85,19,2,0,27,8,,23,24,,3,30,, +scottja01,1916,1,PIT,NL,3,2,0,0,0,0,0,0,0,,1,1,,0,0,, +scottji01,1916,1,CHA,AL,32,52,2,6,0,0,0,3,0,,0,13,,0,4,, +seatoto01,1916,1,CHN,NL,31,38,4,7,1,1,0,2,2,,1,15,,0,1,, +seiboso01,1916,1,PHA,AL,5,12,0,2,1,0,0,1,0,,0,4,,0,0,, +severha01,1916,1,SLA,AL,100,293,23,80,8,2,0,34,3,,26,17,,4,5,, +shankho01,1916,1,WS1,AL,140,471,51,119,15,7,1,48,23,12,41,34,,3,25,, +shawji01,1916,1,WS1,AL,26,32,2,5,2,0,0,0,0,,2,13,,0,2,, +shawkbo01,1916,1,NYA,AL,53,93,5,17,1,0,0,4,0,,3,21,,0,4,, +shayma01,1916,1,CHN,NL,2,7,0,2,0,0,0,0,0,,0,1,,0,0,, +sheehto02,1916,1,PHA,AL,38,56,3,7,1,1,0,2,0,,2,24,,0,1,, +shockur01,1916,1,NYA,AL,12,21,2,4,0,0,0,1,0,,5,7,,1,2,, +shookra01,1916,1,CHA,AL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +shoreer01,1916,1,BOS,AL,38,77,3,7,2,0,0,3,0,,3,31,,0,4,, +shortch01,1916,1,BOS,AL,53,112,14,33,2,1,0,11,1,,10,8,,0,1,, +shottbu01,1916,1,SLA,AL,156,614,97,174,23,6,1,36,41,28,110,65,,0,4,, +sickied01,1916,1,CHN,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +siglipa01,1916,1,PIT,NL,3,4,0,1,0,0,0,0,0,,0,2,,0,0,, +sislege01,1916,1,SLA,AL,151,580,83,177,21,11,4,76,34,26,40,37,,5,19,, +smithea01,1916,1,CHN,NL,14,27,2,7,1,1,0,4,1,,2,5,,0,1,, +smithel02,1916,1,CLE,AL,79,213,25,59,15,3,3,40,3,,18,35,,1,6,, +smithel02,1916,2,WS1,AL,45,168,12,36,10,3,2,27,4,,18,28,,2,7,, +smithge02,1916,1,NY1,NL,9,2,0,0,0,0,0,0,0,,0,2,,0,1,, +smithja03,1916,1,SLN,NL,130,357,43,87,6,5,6,34,24,16,20,50,,4,19,, +smithji01,1916,1,PIT,NL,36,96,4,18,1,1,0,5,0,,6,22,,3,1,, +smithpa01,1916,1,CIN,NL,10,44,5,10,0,1,0,1,3,,1,8,,0,0,, +smithpo02,1916,1,CLE,AL,5,7,0,2,0,0,0,1,0,,0,1,,0,1,, +smithre02,1916,1,BSN,NL,150,509,48,132,16,10,3,60,13,,53,55,,3,19,, +smithsh01,1916,1,BRO,NL,38,77,4,21,1,2,0,7,1,,4,18,,1,3,, +smykafr01,1916,1,PIT,NL,6,10,1,3,0,0,0,2,1,,3,1,,1,1,, +smythre01,1916,1,BRO,NL,2,5,0,0,0,0,0,0,0,,0,3,,0,0,, +snodgfr01,1916,1,BSN,NL,112,382,33,95,13,5,1,32,14,,34,54,,5,15,, +snydefr01,1916,1,SLN,NL,132,406,23,105,12,4,0,39,7,,18,31,,0,6,, +speaktr01,1916,1,CLE,AL,151,546,102,211,41,8,2,79,35,27,82,20,,4,15,, +spenctu01,1916,1,DET,AL,19,54,7,20,1,1,1,10,2,,6,6,,1,4,, +staffhe01,1916,1,NY1,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +stanaos01,1916,1,DET,AL,94,291,16,69,17,3,0,30,3,,17,48,,3,7,, +steelbo01,1916,1,SLN,NL,29,51,0,10,0,0,0,0,0,,0,11,,0,0,, +stellbi02,1916,1,PHA,AL,25,48,2,13,2,1,0,5,2,,6,7,,0,4,, +stengca01,1916,1,BRO,NL,127,462,66,129,27,8,8,53,11,,33,51,,1,15,, +stewast01,1916,1,SLN,NL,9,17,0,3,0,0,0,1,0,,0,3,,0,0,, +stockmi01,1916,1,PHI,NL,132,509,61,143,25,6,1,43,21,26,27,33,,2,12,, +strousa01,1916,1,NY1,NL,10,14,0,1,0,0,0,1,1,,1,4,,0,1,, +strunam01,1916,1,PHA,AL,150,544,71,172,30,9,3,49,21,23,66,59,,3,21,, +sullibi03,1916,1,DET,AL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +terryze01,1916,1,CHA,AL,94,269,20,51,8,4,0,17,4,,33,36,,6,16,, +tesreje01,1916,1,NY1,NL,41,94,8,18,2,1,1,4,0,,1,14,,0,3,, +thomacl01,1916,1,WS1,AL,7,10,0,1,0,0,0,1,0,,0,7,,0,0,, +thomapi01,1916,1,BOS,AL,99,216,21,57,10,1,1,21,4,,33,13,,1,15,, +thompsh01,1916,1,PHA,AL,15,17,4,0,0,0,0,0,1,,7,6,,0,0,, +thrasbu01,1916,1,PHA,AL,7,29,4,9,2,1,0,4,0,,2,1,,0,1,, +tincube01,1916,1,PHI,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +tinkejo01,1916,1,CHN,NL,7,10,0,1,0,0,0,1,0,,1,1,,0,1,, +tobinja01,1916,1,SLA,AL,77,150,16,32,4,1,0,10,7,,12,13,,0,5,, +toneyfr01,1916,1,CIN,NL,41,99,5,12,1,1,0,5,0,,2,36,,0,2,, +tragewa01,1916,1,BSN,NL,41,54,3,11,1,0,0,4,0,,5,10,,1,1,, +turnete01,1916,1,CLE,AL,124,428,52,112,15,3,0,38,15,,40,29,,0,27,, +twinitw01,1916,1,CIN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +twombge01,1916,1,CIN,NL,3,5,0,0,0,0,0,0,0,,1,1,,0,0,, +tylerle01,1916,1,BSN,NL,39,93,10,19,3,1,3,20,0,,9,15,,0,4,, +vaughhi01,1916,1,CHN,NL,44,104,4,14,1,1,0,7,0,,3,46,,0,5,, +veachbo01,1916,1,DET,AL,150,566,92,173,33,15,3,91,24,15,52,41,,3,24,, +vioxji01,1916,1,PIT,NL,43,132,12,33,7,0,1,17,2,,17,11,,1,6,, +vittos01,1916,1,DET,AL,153,597,88,135,17,12,0,42,18,,75,28,,1,32,, +vonkofr01,1916,1,CHA,AL,24,44,1,10,3,0,0,7,0,,2,6,,0,0,, +wagnebi01,1916,1,PIT,NL,19,38,2,9,0,2,0,2,0,,5,8,,0,0,, +wagnehe01,1916,1,BOS,AL,6,8,2,4,1,0,0,0,2,,3,0,,0,0,, +wagneho01,1916,1,PIT,NL,123,432,45,124,15,9,1,39,11,,34,36,,8,10,, +walketi01,1916,1,BOS,AL,128,467,68,124,29,11,3,46,14,,23,45,,2,14,, +wallabo01,1916,1,SLA,AL,14,18,0,5,0,0,0,1,0,,2,1,,0,2,, +walshed01,1916,1,CHA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +walshji02,1916,1,PHA,AL,114,390,42,91,13,6,1,27,27,14,54,36,,2,16,, +walshji02,1916,2,BOS,AL,14,17,5,3,1,0,0,2,3,2,4,2,,0,2,, +waltero01,1916,1,NYA,AL,66,203,13,54,9,3,0,23,2,,14,42,,2,6,, +wambsbi01,1916,1,CLE,AL,136,475,57,117,14,4,0,45,13,,41,40,,5,30,, +warmocy01,1916,1,SLN,NL,3,2,0,0,0,0,0,0,0,,0,2,,0,0,, +warneho01,1916,1,PIT,NL,44,168,12,40,1,1,2,14,6,,6,19,,0,3,, +watsomi01,1916,1,SLN,NL,18,32,0,7,0,0,0,1,0,,0,9,,1,1,, +weavebu01,1916,1,CHA,AL,151,582,78,132,27,6,3,38,22,13,30,48,,13,44,, +weaveha01,1916,1,PHA,AL,3,2,0,1,0,0,0,1,0,,0,0,,0,0,, +weilmca01,1916,1,SLA,AL,46,91,3,14,2,0,0,6,0,,6,25,,0,4,, +weisebu01,1916,1,PHI,NL,4,10,1,3,1,0,0,1,0,,0,3,,0,0,, +welfol01,1916,1,CLE,AL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +wendele01,1916,1,NY1,NL,2,2,0,0,0,0,0,0,0,,0,2,,0,0,, +wheatma01,1916,1,BRO,NL,2,2,0,0,0,0,0,0,0,,0,1,,0,0,, +wheatza01,1916,1,BRO,NL,149,568,76,177,32,13,9,73,19,,43,49,,6,9,, +whittpo01,1916,1,PHI,NL,147,526,68,148,20,12,6,68,29,17,19,46,,2,30,, +whittwa01,1916,1,PHA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wilhojo01,1916,1,BSN,NL,116,383,44,88,13,4,2,38,18,,27,45,,1,15,, +willicy01,1916,1,CHN,NL,118,405,55,113,19,9,12,66,6,,51,64,,9,19,, +willike01,1916,1,CIN,NL,10,27,1,3,0,0,0,1,1,,2,5,,0,0,, +willile01,1916,1,CHA,AL,43,74,5,10,2,1,0,4,0,,7,30,,1,0,, +willima01,1916,1,PHA,AL,10,19,0,2,0,0,0,1,0,,1,6,,0,0,, +williri01,1916,1,WS1,AL,76,202,16,54,10,2,0,20,5,,15,19,,2,11,, +willist01,1916,1,SLN,NL,36,24,3,5,1,0,0,1,0,,3,6,,0,0,, +wilsoar01,1916,1,PIT,NL,53,128,11,33,5,2,1,12,4,,13,27,,1,7,, +wilsoar01,1916,2,CHN,NL,36,114,5,22,3,1,0,5,1,,6,14,,0,3,, +wilsoch01,1916,1,SLN,NL,120,355,30,85,8,2,3,32,4,,20,46,,5,9,, +wingoiv01,1916,1,CIN,NL,119,347,30,85,8,11,2,40,4,,25,27,,1,20,, +wittwh01,1916,1,PHA,AL,143,563,64,138,16,15,2,36,19,,55,71,,2,6,, +wolfgme01,1916,1,CHA,AL,28,40,2,9,1,0,0,3,0,,0,8,,0,2,, +wortmch01,1916,1,CHN,NL,69,234,17,47,4,2,2,16,4,,18,22,,0,4,, +wrighcy01,1916,1,CHA,AL,8,18,0,0,0,0,0,0,0,,1,7,,0,2,, +wyckowe01,1916,1,PHA,AL,8,8,0,3,0,0,0,0,1,,0,1,,0,0,, +wyckowe01,1916,2,BOS,AL,8,6,1,1,0,0,0,0,0,,0,1,,0,0,, +yerkest02,1916,1,CHN,NL,44,137,12,36,6,2,1,10,1,,9,7,,0,3,, +youngra01,1916,1,DET,AL,153,528,60,139,16,6,1,45,20,20,62,43,,1,23,, +zeidero01,1916,1,CHN,NL,98,345,29,81,11,2,1,22,9,,26,26,,3,5,, +zimmehe01,1916,1,CHN,NL,107,398,54,116,25,5,6,64,15,12,16,33,,3,10,, +zimmehe01,1916,2,NY1,NL,40,151,22,41,4,0,0,19,9,8,7,10,,0,3,, +zwilldu01,1916,1,CHN,NL,35,53,4,6,1,0,1,8,0,,4,6,,0,2,, +adamsbe01,1917,1,PHI,NL,43,107,4,22,4,1,1,7,0,,0,20,,0,4,, +agnewsa01,1917,1,BOS,AL,85,260,17,54,6,2,0,16,2,,19,30,,2,6,, +ainsmed01,1917,1,WS1,AL,125,350,38,67,17,4,0,42,16,,40,48,,3,16,, +aldrivi01,1917,1,CHN,NL,30,29,3,4,0,0,0,1,0,,0,3,,0,1,, +alexape01,1917,1,PHI,NL,47,139,17,30,8,2,1,13,1,,3,23,,0,7,, +alexawa01,1917,1,NYA,AL,20,51,1,7,2,1,0,4,1,,4,11,,0,4,, +allenfr01,1917,1,BSN,NL,29,29,2,5,0,0,0,5,1,,7,7,,0,0,, +allismi01,1917,1,CLE,AL,32,35,4,5,0,0,0,0,3,,9,7,,0,2,, +altenje01,1917,1,PIT,NL,11,17,1,3,0,0,0,3,0,,0,4,,0,1,, +amesre01,1917,1,SLN,NL,43,64,3,12,1,2,0,7,0,,6,23,,0,3,, +anderfr01,1917,1,NY1,NL,38,42,2,3,0,0,0,1,0,,3,14,,0,5,, +anderwa01,1917,1,PHA,AL,14,7,0,3,0,0,0,0,0,,1,3,,0,0,, +aragoan01,1917,1,NYA,AL,14,45,2,3,1,0,0,2,0,,2,2,,0,3,, +archeji01,1917,1,CHN,NL,2,2,0,0,0,0,0,0,0,,0,1,,0,0,, +austiji01,1917,1,SLA,AL,127,455,61,109,18,8,0,19,13,,50,46,,3,26,, +ayersdo01,1917,1,WS1,AL,40,63,2,13,1,0,0,5,0,,1,13,,0,3,, +baconed01,1917,1,PHA,AL,4,6,1,3,1,0,0,2,0,,0,0,,0,0,, +baderlo01,1917,1,BOS,AL,15,10,1,3,0,0,0,1,0,,0,0,,1,1,, +bagbyji01,1917,1,CLE,AL,49,108,12,25,6,1,0,8,1,,2,19,,1,3,, +bailefr01,1917,1,BSN,NL,50,110,9,21,2,1,1,5,3,,9,25,,3,2,, +bailege01,1917,1,PHA,AL,5,12,1,1,0,0,0,0,0,,1,1,,0,1,, +bairdal01,1917,1,NY1,NL,10,24,1,7,0,0,0,4,2,,2,2,,0,0,, +bairddo01,1917,1,PIT,NL,43,135,17,35,6,1,0,18,8,,20,19,,0,6,, +bairddo01,1917,2,SLN,NL,104,364,38,92,19,12,0,24,18,,23,52,,2,18,, +bakerfr01,1917,1,NYA,AL,146,553,57,156,24,2,6,71,18,,48,27,,5,7,, +bancrda01,1917,1,PHI,NL,127,478,56,116,22,5,4,43,14,,44,42,,0,18,, +barbetu01,1917,1,CHN,NL,7,28,2,6,1,0,0,2,1,,2,8,,0,0,, +barneje01,1917,1,BSN,NL,53,101,4,24,1,1,0,5,0,,5,12,,1,1,, +barryja01,1917,1,BOS,AL,116,388,45,83,9,0,2,30,12,,47,27,,4,54,, +batesra01,1917,1,PHA,AL,127,485,47,115,20,7,2,66,12,,21,39,,6,14,, +baumapa01,1917,1,NYA,AL,49,110,10,24,2,1,0,8,2,,4,9,,0,1,, +bendech01,1917,1,PHI,NL,20,39,3,8,0,0,1,4,0,,2,3,,0,0,, +bentoru01,1917,1,NY1,NL,35,72,1,12,1,1,0,2,0,,2,18,,0,5,, +benzjo01,1917,1,CHA,AL,19,30,4,5,1,0,0,0,0,,0,11,,0,3,, +beschbo01,1917,1,SLN,NL,42,110,10,17,1,1,1,8,3,,20,13,,1,3,, +betzebr01,1917,1,SLN,NL,106,328,24,71,4,3,1,17,9,,20,47,,2,8,, +bigbeca01,1917,1,PIT,NL,133,469,46,112,11,6,0,21,19,,37,16,,5,19,, +biglepe01,1917,1,SLA,AL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +billijo01,1917,1,CLE,AL,66,129,8,23,3,2,0,9,2,,8,21,,3,7,, +blackea01,1917,1,CHN,NL,2,2,0,0,0,0,0,0,0,,0,0,,0,0,, +blackfr01,1917,1,PIT,NL,3,10,1,2,0,0,0,2,0,,0,3,,0,0,, +bodiepi01,1917,1,PHA,AL,148,557,51,162,28,11,7,74,13,,53,40,,3,22,, +boeckto01,1917,1,PIT,NL,64,219,16,58,11,1,0,23,6,,8,31,,2,9,, +boehljo01,1917,1,CLE,AL,14,16,0,3,0,0,0,1,0,,1,1,,0,1,, +bolanbe01,1917,1,DET,AL,45,72,8,4,1,1,0,2,0,,4,19,,0,5,, +bradsda01,1917,1,PHA,AL,2,4,0,0,0,0,0,0,0,,0,1,,0,0,, +bradyne01,1917,1,NYA,AL,2,2,0,1,0,0,0,0,0,,0,0,,0,0,, +bressru01,1917,1,CIN,NL,3,5,0,1,0,0,0,0,0,,0,2,,0,0,, +briefbu01,1917,1,PIT,NL,36,115,15,25,5,1,2,11,4,,15,21,,2,9,, +brockjo01,1917,1,SLN,NL,7,15,4,6,1,0,0,2,2,,0,2,,0,0,, +burnsed01,1917,1,PHI,NL,20,49,2,10,1,0,0,6,2,,1,5,,0,1,, +burnsge01,1917,1,NY1,NL,152,597,103,180,25,13,5,45,40,,75,55,,1,5,, +burnsge02,1917,1,DET,AL,119,407,42,92,14,10,1,40,3,,15,33,,6,14,, +bushdo01,1917,1,DET,AL,147,581,112,163,18,3,0,24,34,,80,40,,2,10,, +bushjo01,1917,1,PHA,AL,37,80,9,16,2,1,0,4,0,,5,12,,0,0,, +byrnebo01,1917,1,PHI,NL,13,14,1,5,0,0,0,0,0,,1,2,,0,2,, +byrnebo01,1917,2,CHA,AL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +cadorle01,1917,1,BRO,NL,37,92,5,24,4,1,0,8,1,,5,22,,0,5,, +cadyhi01,1917,1,BOS,AL,17,46,4,7,1,1,0,2,0,,1,6,,0,1,, +caldwra02,1917,1,NYA,AL,63,124,12,32,6,1,2,12,2,,16,16,,0,0,, +campho01,1917,1,NYA,AL,5,21,3,6,1,0,0,0,0,,1,2,,0,0,, +careyma01,1917,1,PIT,NL,155,588,82,174,21,12,1,51,46,,58,38,,10,12,, +carlsha01,1917,1,PIT,NL,34,49,0,6,0,1,0,2,0,,1,13,,0,3,, +cartepa01,1917,1,CHN,NL,23,35,4,6,1,0,0,2,0,,2,10,,0,1,, +catonho01,1917,1,PIT,NL,14,57,6,12,1,2,0,4,0,,6,7,,0,0,, +chapmra01,1917,1,CLE,AL,156,563,98,170,28,13,2,36,52,,61,65,,0,67,, +chappla01,1917,1,BSN,NL,4,2,0,0,0,0,0,1,0,,0,1,,0,0,, +chaseha01,1917,1,CIN,NL,152,602,71,167,28,15,4,86,21,,15,49,,1,10,, +chenela01,1917,1,BRO,NL,35,68,5,14,3,2,0,2,0,,3,16,,0,1,, +cicoted01,1917,1,CHA,AL,49,112,6,20,2,0,0,8,1,,12,23,,1,8,, +clarkto01,1917,1,CIN,NL,58,110,11,32,3,3,1,13,2,,11,12,,1,0,, +cobbty01,1917,1,DET,AL,152,588,107,225,44,24,6,102,55,,61,34,,4,16,, +collied01,1917,1,CHA,AL,156,564,91,163,18,12,0,67,53,,89,16,,3,33,, +collish01,1917,1,CHA,AL,82,252,38,59,13,3,1,14,14,,10,27,,2,6,, +collizi01,1917,1,BSN,NL,9,27,3,4,0,1,0,2,0,,0,4,,0,0,, +coombja01,1917,1,BRO,NL,32,44,4,10,0,1,0,2,1,,4,9,,0,1,, +cooneji02,1917,1,BOS,AL,11,36,4,8,1,0,0,3,0,,6,2,,0,6,, +coopecl01,1917,1,PHI,NL,24,29,5,3,1,0,0,1,0,,5,4,,0,1,, +coopewi01,1917,1,PIT,NL,41,103,8,21,5,1,0,5,0,,6,20,,0,2,, +couchjo01,1917,1,DET,AL,3,4,0,0,0,0,0,0,0,,1,0,,0,0,, +coumbfr01,1917,1,CLE,AL,35,39,1,6,2,0,0,1,0,,1,10,,0,2,, +covelha01,1917,1,DET,AL,16,22,2,5,0,0,0,0,0,,0,5,,0,1,, +covelst01,1917,1,CLE,AL,46,97,1,13,2,1,0,4,0,,3,34,,0,7,, +covinsa01,1917,1,BSN,NL,17,66,8,13,2,0,1,10,1,,5,5,,1,3,, +craftmo01,1917,1,WS1,AL,8,2,0,1,0,0,0,0,0,,0,0,,0,0,, +cranesa02,1917,1,WS1,AL,32,95,6,17,2,0,0,4,0,,4,14,,0,5,, +cravaga01,1917,1,PHI,NL,140,503,70,141,29,16,12,83,6,,70,57,,1,16,, +crawfsa01,1917,1,DET,AL,61,104,6,18,4,0,2,12,0,,4,6,,0,4,, +cruiswa01,1917,1,SLN,NL,153,529,70,156,20,10,5,59,16,,38,73,,1,21,, +crumca01,1917,1,BSN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cuetoma01,1917,1,CIN,NL,56,140,10,28,3,0,1,11,4,,16,17,,1,3,, +culloni01,1917,1,NYA,AL,30,44,1,7,1,0,0,2,0,,3,14,,0,2,, +cunnige01,1917,1,DET,AL,44,34,5,6,0,0,1,3,0,,3,13,,0,2,, +cutshge01,1917,1,BRO,NL,135,487,42,126,17,7,4,49,22,,21,26,,2,19,, +danfoda01,1917,1,CHA,AL,50,46,3,6,2,1,0,5,1,,6,19,,0,5,, +daubeja01,1917,1,BRO,NL,125,468,59,122,4,4,2,30,11,,51,30,,6,25,, +daussho01,1917,1,DET,AL,38,87,7,11,3,0,0,2,0,,13,24,,0,3,, +davenda01,1917,1,SLA,AL,47,92,0,9,1,0,0,8,0,,4,48,,0,4,, +davisha01,1917,1,PHA,AL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +dealch01,1917,1,CHN,NL,135,449,46,114,11,3,0,47,10,,19,18,,0,29,, +deberha01,1917,1,CLE,AL,25,33,3,9,2,0,0,1,0,,2,7,,1,0,, +debusad01,1917,1,PIT,NL,38,131,9,30,5,4,0,7,2,,7,14,,2,2,, +defatto01,1917,1,SLN,NL,14,14,0,2,0,0,0,1,0,,4,5,,0,0,, +defatto01,1917,2,DET,AL,3,2,1,0,0,0,0,0,0,,0,1,,0,0,, +dellwh01,1917,1,BRO,NL,17,16,0,1,0,0,0,0,0,,0,4,,0,0,, +demaral01,1917,1,CHN,NL,24,41,0,5,0,0,0,1,0,,4,17,,0,1,, +demaral01,1917,2,NY1,NL,15,18,2,2,0,0,0,2,1,,1,6,,0,3,, +demmira01,1917,1,SLA,AL,14,53,6,15,1,2,0,7,1,,0,8,,1,0,, +dickege01,1917,1,CLE,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dillhpi01,1917,1,CHN,NL,42,95,3,12,1,1,0,8,1,,2,9,,0,7,, +doakbi01,1917,1,SLN,NL,44,95,5,12,1,0,0,3,0,,3,34,,0,2,, +douglph01,1917,1,CHN,NL,51,87,3,11,0,1,0,3,0,,3,18,,0,7,, +doylela01,1917,1,CHN,NL,135,476,48,121,19,5,6,61,5,,48,28,,0,26,, +driscpa01,1917,1,CHN,NL,13,28,2,3,1,0,0,3,2,,2,6,,0,2,, +duganjo01,1917,1,PHA,AL,43,134,9,26,8,0,0,16,0,,3,16,,3,7,, +dugeyos01,1917,1,PHI,NL,44,72,12,14,4,1,0,9,2,,4,9,,0,2,, +dumonge01,1917,1,WS1,AL,37,58,0,2,0,0,0,1,0,,5,28,,2,2,, +durniri01,1917,1,BRO,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dyerbe01,1917,1,DET,AL,30,67,6,14,5,0,0,0,3,,2,17,,0,2,, +ehmkeho01,1917,1,DET,AL,35,69,3,17,2,0,0,2,0,,4,13,,0,1,, +ellerho01,1917,1,CIN,NL,37,45,0,6,0,0,0,1,0,,1,15,,0,3,, +ellioro01,1917,1,CHN,NL,85,223,18,56,8,5,0,28,4,,11,11,,2,8,, +ellisba01,1917,1,DET,AL,9,29,2,5,1,2,1,4,0,,6,3,,1,1,, +engeljo01,1917,1,CIN,NL,1,3,0,0,0,0,0,0,0,,0,1,,0,0,, +enrigja01,1917,1,NYA,AL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +eunicfr01,1917,1,CLE,AL,1,2,0,0,0,0,0,0,0,,0,0,,0,0,, +evansbi01,1917,1,PIT,NL,8,9,0,1,0,1,0,0,0,,0,0,,0,0,, +evansjo01,1917,1,CLE,AL,132,385,36,73,4,5,2,33,12,,42,44,,1,32,, +eversjo01,1917,1,BSN,NL,24,83,5,16,0,0,0,0,1,,13,8,,0,2,, +eversjo01,1917,2,PHI,NL,56,183,20,41,5,1,1,12,8,,30,13,,0,6,, +faberre01,1917,1,CHA,AL,41,69,1,4,1,0,0,2,0,,10,38,,0,8,, +fabribu01,1917,1,BRO,NL,25,88,8,18,3,0,1,3,0,,8,9,,0,1,, +falkecy01,1917,1,PHA,AL,15,27,1,5,2,1,0,1,0,,0,10,,0,2,, +felscha01,1917,1,CHA,AL,152,575,75,177,17,10,6,102,26,,33,52,,6,18,, +fewstch01,1917,1,NYA,AL,11,36,2,8,0,0,0,1,1,,5,5,,0,0,, +fischwi01,1917,1,PIT,NL,95,245,25,70,9,2,3,25,11,,27,19,,1,4,, +fishera01,1917,1,NYA,AL,23,50,6,9,0,1,1,3,0,,0,14,,0,2,, +fittepa01,1917,1,PHI,NL,19,22,3,2,0,0,0,0,0,,4,13,,0,1,, +fitzped01,1917,1,BSN,NL,63,178,20,45,8,4,0,17,4,,12,22,,5,8,, +flackma01,1917,1,CHN,NL,131,447,65,111,18,7,0,21,17,,51,34,,0,12,, +flagsir01,1917,1,DET,AL,4,4,0,0,0,0,0,0,0,,0,1,,0,0,, +fletcar01,1917,1,NY1,NL,151,557,70,145,24,5,4,56,12,,23,28,,19,9,, +flinndo01,1917,1,PIT,NL,14,37,1,11,1,1,0,1,1,,1,6,,0,0,, +fosteed02,1917,1,WS1,AL,143,554,66,130,16,8,0,43,11,,46,23,,0,18,, +fosteru01,1917,1,BOS,AL,17,41,2,11,2,0,0,4,0,,2,10,,0,3,, +fournja01,1917,1,CHA,AL,1,1,0,0,0,0,0,0,0,,0,1,,0,0,, +frencpa01,1917,1,PHA,AL,3,2,0,0,0,0,0,0,0,,0,0,,0,0,, +gainede01,1917,1,BOS,AL,52,172,28,53,10,2,2,19,1,,15,21,,3,7,, +gallibe01,1917,1,WS1,AL,44,67,6,14,3,1,0,4,0,,5,23,,0,2,, +gandich01,1917,1,CHA,AL,149,553,53,151,9,7,0,57,16,,30,36,,5,13,, +gardnla01,1917,1,BOS,AL,146,501,53,133,23,7,1,61,16,,54,37,,3,40,, +gedeojo01,1917,1,NYA,AL,33,117,15,28,7,0,0,8,4,,7,13,,1,6,, +gerbewa01,1917,1,SLA,AL,14,39,2,12,1,1,0,2,1,,3,2,,0,1,, +getzgu01,1917,1,CIN,NL,7,14,2,4,0,0,0,3,0,,3,0,,0,0,, +gharrpa01,1917,1,WS1,AL,76,176,15,50,5,0,0,18,7,,14,18,,0,6,, +gibsoge01,1917,1,NY1,NL,35,82,1,14,3,0,0,5,1,,7,2,,0,2,, +gilhofr01,1917,1,NYA,AL,54,165,14,40,6,1,0,8,6,,30,13,,1,5,, +gleasbi03,1917,1,PIT,NL,13,42,3,7,1,0,0,0,1,,5,5,,0,0,, +gonzami01,1917,1,SLN,NL,106,290,28,76,8,1,1,28,12,,22,24,,1,9,, +goochle01,1917,1,PHA,AL,17,59,4,17,2,0,1,8,0,,4,10,,0,1,, +goodwma01,1917,1,SLN,NL,14,23,2,4,0,0,0,0,0,,1,5,,0,5,, +gouldal01,1917,1,CLE,AL,27,24,0,5,2,0,0,3,0,,2,8,,0,1,, +gowdyha01,1917,1,BSN,NL,49,154,12,33,7,0,0,14,2,,15,13,,1,6,, +graneja01,1917,1,CLE,AL,146,535,87,122,29,7,3,35,16,,94,49,,4,15,, +griffpu01,1917,1,PHA,AL,18,25,4,5,1,0,1,3,1,,1,9,,0,1,, +griffto01,1917,1,CIN,NL,115,363,45,98,18,7,1,45,5,,19,23,,1,10,, +grimebu01,1917,1,PIT,NL,42,69,7,16,3,0,0,4,2,,2,18,,0,4,, +grohhe01,1917,1,CIN,NL,156,599,91,182,39,11,1,53,15,,71,30,,8,7,, +groombo01,1917,1,SLA,AL,38,72,4,8,2,0,0,2,0,,3,27,,0,3,, +grovero01,1917,1,PHA,AL,141,482,45,108,15,7,0,34,12,,43,53,,3,43,, +guistlo01,1917,1,CLE,AL,73,200,9,37,4,2,0,29,3,,25,18,,2,6,, +halege01,1917,1,SLA,AL,38,61,4,12,2,1,0,8,0,,10,12,,0,2,, +haleyra01,1917,1,PHA,AL,41,98,7,27,2,1,0,11,2,,4,12,,1,1,, +hamilea01,1917,1,SLA,AL,27,19,0,7,1,0,0,0,0,,4,3,,0,2,, +harpege02,1917,1,DET,AL,47,117,6,24,3,0,0,12,2,,11,15,,3,5,, +harpeha01,1917,1,WS1,AL,31,60,1,7,1,0,0,2,1,,1,15,,1,2,, +harrijo03,1917,1,CLE,AL,112,369,40,112,22,4,0,65,11,,55,32,,3,8,, +hartlgr01,1917,1,SLA,AL,19,13,2,3,0,0,0,0,0,,2,1,,0,1,, +hasbrzi01,1917,1,CHA,AL,2,1,1,0,0,0,0,0,0,,0,0,,0,0,, +heilmha01,1917,1,DET,AL,150,556,57,156,22,11,5,86,11,,41,54,,3,19,, +hemined01,1917,1,NY1,NL,7,25,3,8,1,1,0,1,2,,2,1,,0,0,, +hendrcl01,1917,1,CHN,NL,48,86,7,22,3,1,0,7,1,,5,20,,1,4,, +hendrti01,1917,1,NYA,AL,125,393,43,98,14,7,5,44,6,,62,45,,5,16,, +henriol01,1917,1,BOS,AL,15,12,1,1,0,0,0,1,0,,3,4,,0,0,, +henryjo02,1917,1,WS1,AL,65,163,10,31,6,0,0,18,1,,24,16,,2,6,, +herzobu01,1917,1,NY1,NL,114,417,69,98,10,8,2,31,12,,31,36,,13,16,, +hickmji01,1917,1,BRO,NL,114,370,46,81,15,4,6,36,14,,17,66,,0,11,, +highhu01,1917,1,NYA,AL,103,365,37,86,11,6,1,19,8,,48,31,,3,14,, +hillre01,1917,1,PHA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hinchbi01,1917,1,PIT,NL,69,244,27,46,5,5,2,29,5,,33,27,,1,4,, +hittbr01,1917,1,SLN,NL,2,1,0,0,0,0,0,0,0,,0,1,,0,0,, +hoblidi01,1917,1,BOS,AL,120,420,49,108,19,7,1,47,12,,46,22,,4,22,, +holkewa01,1917,1,NY1,NL,153,527,55,146,12,7,2,55,13,,34,54,,5,17,, +hoopeha01,1917,1,BOS,AL,151,559,89,143,21,11,3,45,21,,80,40,,6,22,, +hornsro01,1917,1,SLN,NL,145,523,86,171,24,17,8,66,17,,45,34,,4,17,, +horstos01,1917,1,SLN,NL,35,46,1,9,2,0,0,2,0,,2,13,,0,2,, +howariv01,1917,1,CLE,AL,27,39,7,4,0,0,0,0,1,,3,5,,0,2,, +hugheto02,1917,1,BSN,NL,13,24,1,0,0,0,0,2,0,,2,9,,0,1,, +huhnem01,1917,1,CIN,NL,23,51,2,10,1,2,0,3,1,,2,5,,0,1,, +huntehe01,1917,1,CHN,NL,3,3,0,0,0,0,0,0,0,,0,0,,0,0,, +jacklfr01,1917,1,BSN,NL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +jacksch02,1917,1,PIT,NL,41,121,7,29,3,2,0,1,4,,10,22,,1,2,, +jacksjo01,1917,1,CHA,AL,146,538,91,162,20,17,5,75,13,,57,25,,7,19,, +jacobba01,1917,1,SLA,AL,148,529,53,131,23,7,4,55,10,,31,67,,4,8,, +jacobel01,1917,1,PIT,NL,38,67,3,12,2,0,0,0,0,,1,26,,1,3,, +jamesbi01,1917,1,DET,AL,34,57,7,12,0,0,0,2,0,,10,20,,0,2,, +jamiech01,1917,1,WS1,AL,20,35,4,6,2,0,0,2,0,,6,5,,0,0,, +jamiech01,1917,2,PHA,AL,85,345,41,92,6,2,0,27,8,,37,36,,2,3,, +janvrha01,1917,1,BOS,AL,55,127,21,25,3,0,0,8,2,,11,13,,1,10,, +jenkijo01,1917,1,CHA,AL,10,9,0,1,0,0,0,2,0,,0,5,,0,1,, +johnsbi02,1917,1,PHA,AL,48,109,7,19,2,2,1,8,4,,8,14,,1,6,, +johnser01,1917,1,SLA,AL,80,199,28,49,6,2,2,20,13,,12,16,,2,11,, +johnsji01,1917,1,BRO,NL,103,330,33,89,10,4,0,25,16,,23,28,,2,14,, +johnsji02,1917,1,PHA,AL,35,59,3,12,0,1,0,3,0,,9,14,,0,3,, +johnswa01,1917,1,WS1,AL,57,130,15,33,12,1,0,15,1,,9,30,,2,2,, +johnswa02,1917,1,PHA,AL,4,1,1,0,0,0,0,0,0,,2,0,,0,0,, +jonesbo01,1917,1,DET,AL,46,77,16,12,1,2,0,2,3,,4,8,,0,2,, +jonesde01,1917,1,DET,AL,24,15,1,0,0,0,0,0,0,,4,8,,0,2,, +jonessa01,1917,1,BOS,AL,9,4,1,0,0,0,0,0,0,,0,2,,0,1,, +jourdte01,1917,1,CHA,AL,17,34,2,5,0,1,0,2,0,,1,3,,0,0,, +judgejo01,1917,1,WS1,AL,102,393,62,112,15,15,2,30,17,,50,40,,2,6,, +kauffbe01,1917,1,NY1,NL,153,559,89,172,22,4,5,68,30,,59,54,,5,21,, +kavanma01,1917,1,CLE,AL,14,14,1,0,0,0,0,0,0,,3,2,,0,0,, +keefeda01,1917,1,PHA,AL,3,1,0,0,0,0,0,0,0,,0,0,,0,0,, +kellyge01,1917,1,NY1,NL,11,7,0,0,0,0,0,0,0,,0,3,,0,0,, +kellyge01,1917,2,PIT,NL,8,23,2,2,0,1,0,0,0,,1,9,,0,0,, +kellyjo03,1917,1,BSN,NL,116,445,41,99,9,8,3,36,21,,26,45,,2,16,, +kenwobi01,1917,1,SLA,AL,5,10,1,1,0,0,0,1,1,,1,1,,0,0,, +kildupe01,1917,1,NY1,NL,31,78,12,16,3,0,1,12,2,,4,11,,1,2,, +kildupe01,1917,2,CHN,NL,56,202,23,56,9,5,0,15,11,,12,19,,2,9,, +killebi01,1917,1,PHI,NL,125,409,28,112,12,0,0,31,4,,15,21,,4,9,, +kingle02,1917,1,PIT,NL,111,381,32,95,14,5,1,35,8,,15,58,,2,10,, +klepfed01,1917,1,CLE,AL,41,62,3,2,0,0,0,2,0,,5,22,,0,5,, +knetzel01,1917,1,CIN,NL,11,3,0,0,0,0,0,0,0,,0,0,,0,0,, +koneted01,1917,1,BSN,NL,130,474,56,129,19,13,2,54,16,,36,40,,5,11,, +koober01,1917,1,SLA,AL,39,35,2,4,0,0,0,0,0,,5,17,,0,3,, +kopfla01,1917,1,CIN,NL,148,573,81,146,19,8,2,26,17,,28,48,,6,23,, +krueger01,1917,1,NY1,NL,8,10,0,0,0,0,0,0,0,,0,4,,0,0,, +krueger01,1917,2,BRO,NL,31,81,10,22,2,2,1,6,1,,5,7,,2,1,, +lamarbi01,1917,1,NYA,AL,11,41,2,10,0,0,0,3,1,,0,2,,0,1,, +lambeot01,1917,1,CLE,AL,26,32,3,6,2,0,0,2,0,,1,8,,0,3,, +lavando01,1917,1,SLA,AL,118,355,19,85,8,5,0,30,5,,19,34,,3,11,, +lavenji01,1917,1,PHI,NL,28,36,1,5,1,0,0,2,0,,2,14,,0,2,, +lawryot01,1917,1,PHA,AL,30,55,7,9,1,0,0,1,1,,2,9,,0,2,, +leardbi01,1917,1,BRO,NL,3,3,0,0,0,0,0,0,0,,0,1,,0,0,, +leibone01,1917,1,CHA,AL,125,428,59,101,12,6,0,29,27,,74,34,,1,6,, +leonadu01,1917,1,BOS,AL,37,104,5,9,3,0,0,1,0,,7,23,,0,2,, +leonajo01,1917,1,WS1,AL,99,297,30,57,6,7,0,23,6,,45,40,,2,11,, +lesliro01,1917,1,CHN,NL,7,19,1,4,0,0,0,1,1,,1,5,,0,0,, +lewisdu01,1917,1,BOS,AL,150,553,55,167,29,9,1,65,8,,29,54,,5,33,, +livinpa01,1917,1,SLN,NL,7,20,0,4,0,0,0,2,2,,0,1,,0,0,, +loberha01,1917,1,NY1,NL,50,52,4,10,1,0,1,5,2,,5,5,,1,1,, +longto01,1917,1,SLN,NL,144,530,49,123,12,14,3,41,21,,37,44,,2,12,, +lovesl01,1917,1,NYA,AL,33,36,2,6,0,0,0,1,0,,1,6,,0,2,, +lowdegr01,1917,1,SLA,AL,3,7,0,0,0,0,0,0,0,,0,2,,0,0,, +luderfr01,1917,1,PHI,NL,154,522,57,136,24,4,5,72,5,,65,35,,6,14,, +lynnby01,1917,1,CHA,AL,35,72,7,16,2,0,0,5,1,,7,11,,1,4,, +mageele01,1917,1,NYA,AL,51,173,17,38,4,1,0,8,3,,13,18,,1,13,, +mageele01,1917,2,SLA,AL,36,112,11,19,1,0,0,4,3,,6,6,,0,7,, +mageesh01,1917,1,BSN,NL,72,246,24,63,8,4,1,29,7,,13,23,,3,15,, +mageesh01,1917,2,CIN,NL,45,137,17,44,8,4,0,23,4,,16,7,,2,3,, +maisefr01,1917,1,NYA,AL,113,404,46,80,4,4,0,20,29,,36,18,,2,24,, +malonle01,1917,1,BRO,NL,1,0,1,0,0,0,0,0,0,,0,0,,0,0,, +mamaual01,1917,1,PIT,NL,16,31,3,7,0,0,0,0,0,,0,6,,1,1,, +mannle01,1917,1,CHN,NL,117,444,63,121,19,10,1,44,14,,27,46,,1,13,, +maranra01,1917,1,BSN,NL,142,561,69,146,19,13,3,43,27,,40,47,,2,10,, +marquru01,1917,1,BRO,NL,37,75,6,15,2,0,0,4,1,,3,13,,0,3,, +marriwi01,1917,1,CHN,NL,3,6,0,0,0,0,0,0,0,,0,1,,0,0,, +marsaar01,1917,1,SLA,AL,75,257,31,59,12,0,0,20,11,,20,6,,0,9,, +marsaar01,1917,2,NYA,AL,25,88,10,20,4,0,0,15,6,,8,3,,0,4,, +martisp01,1917,1,SLA,AL,10,2,0,0,0,0,0,0,0,,0,0,,0,0,, +massemi01,1917,1,BSN,NL,31,91,12,18,0,0,0,2,2,,15,15,,1,7,, +mayerer01,1917,1,PHI,NL,28,51,7,10,1,0,0,2,0,,2,11,,0,5,, +mayerwa01,1917,1,BOS,AL,4,12,2,2,0,0,0,0,0,,5,2,,0,0,, +mayja01,1917,1,SLN,NL,15,4,0,0,0,0,0,0,0,,0,3,,0,0,, +maysca01,1917,1,BOS,AL,35,107,9,27,3,3,0,14,0,,6,11,,0,2,, +mcaulik01,1917,1,SLN,NL,3,7,0,2,0,0,0,1,0,,0,1,,0,2,, +mcavowi01,1917,1,PHA,AL,10,24,1,6,1,0,1,4,0,,0,3,,0,0,, +mcbrige01,1917,1,WS1,AL,50,141,6,27,3,0,0,9,1,,10,17,,4,9,, +mccabti01,1917,1,SLA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mccaral01,1917,1,PIT,NL,49,151,15,33,4,0,0,8,1,,11,13,,1,5,, +mccarle01,1917,1,NY1,NL,56,162,15,40,3,2,2,19,1,,14,6,,1,4,, +mcgafpa01,1917,1,PHI,NL,19,60,5,10,1,0,0,6,1,,0,7,,0,6,, +mcgrabo01,1917,1,NYA,AL,2,3,0,0,0,0,0,0,0,,0,3,,0,0,, +mcinnst01,1917,1,PHA,AL,150,567,50,172,19,4,0,44,18,,33,19,,0,21,, +mckecbi01,1917,1,CIN,NL,48,134,11,34,3,1,0,15,5,,7,7,,1,3,, +mcmulfr01,1917,1,CHA,AL,59,194,35,46,2,1,0,12,9,,27,17,,3,21,, +mcnalmi01,1917,1,BOS,AL,42,50,9,15,1,0,0,2,3,,6,3,,0,7,, +meadole01,1917,1,SLN,NL,43,89,5,9,1,0,0,4,0,,1,32,,0,7,, +menosmi01,1917,1,WS1,AL,114,322,46,83,12,10,1,34,22,,45,55,,6,9,, +merklfr01,1917,1,BRO,NL,2,8,1,1,1,0,0,0,0,,0,1,,0,0,, +merklfr01,1917,2,CHN,NL,146,549,65,146,30,9,3,57,13,,42,60,,4,13,, +meyerbi01,1917,1,PHA,AL,62,162,9,38,5,1,0,9,0,,7,14,,1,4,, +meyerch01,1917,1,BRO,NL,47,132,8,28,3,0,0,3,4,,13,7,,0,3,, +meyerch01,1917,2,BSN,NL,25,68,5,17,4,4,0,4,0,,4,4,,2,3,, +middlji01,1917,1,NY1,NL,13,8,0,0,0,0,0,0,0,,0,5,,0,0,, +milancl01,1917,1,WS1,AL,155,579,60,170,15,4,0,48,20,,58,26,,6,19,, +milanho01,1917,1,WS1,AL,31,73,8,21,3,1,0,9,4,,4,9,,2,2,, +miljujo01,1917,1,BRO,NL,4,5,0,0,0,0,0,0,0,,0,4,,0,0,, +milledo02,1917,1,SLN,NL,148,544,61,135,15,9,2,45,14,,33,52,,3,18,, +milleel01,1917,1,NYA,AL,114,379,43,95,11,3,3,35,11,,40,44,,9,21,, +millefr02,1917,1,PIT,NL,39,76,0,9,0,1,0,4,0,,0,11,,0,5,, +milleot01,1917,1,BRO,NL,92,274,19,63,5,4,1,17,5,,14,29,,2,11,, +millera02,1917,1,CLE,AL,19,21,1,4,1,0,0,2,0,,8,3,,0,0,, +millera02,1917,2,PIT,NL,6,27,1,4,1,0,0,0,0,,2,3,,0,1,, +millewa02,1917,1,SLA,AL,43,82,13,17,1,1,1,2,7,,16,15,,2,2,, +mitchcl01,1917,1,CIN,NL,47,90,13,25,3,0,0,5,0,,5,5,,0,2,, +mitchwi01,1917,1,DET,AL,31,59,3,7,0,0,0,4,0,,1,11,,1,4,, +mogrige01,1917,1,NYA,AL,29,69,6,11,0,3,0,3,0,,1,15,,0,4,, +mollwfr01,1917,1,PIT,NL,36,140,15,36,4,1,0,12,4,,8,8,,0,8,, +molynvi01,1917,1,SLA,AL,7,4,0,0,0,0,0,0,0,,0,1,,0,0,, +monroed01,1917,1,NYA,AL,9,12,1,2,1,0,0,1,0,,0,6,,0,0,, +mooresc01,1917,1,SLA,AL,4,8,1,1,0,0,0,0,0,,1,0,,0,0,, +morgara01,1917,1,WS1,AL,101,338,32,90,9,1,1,33,7,,40,29,,1,11,, +mortogu01,1917,1,CLE,AL,35,47,0,4,0,0,0,2,0,,0,14,,0,3,, +mowremi01,1917,1,BRO,NL,83,271,20,58,9,5,0,25,7,,29,25,,1,7,, +murchti01,1917,1,SLN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +murphed02,1917,1,CHA,AL,53,51,9,16,2,1,0,16,4,,5,1,,1,3,, +murrabi01,1917,1,WS1,AL,8,21,2,3,0,1,0,4,1,,2,2,,0,1,, +murraed01,1917,1,SLA,AL,1,1,0,0,0,0,0,0,0,,0,1,,0,0,, +murrare01,1917,1,NY1,NL,22,22,1,1,1,0,0,3,0,,4,3,,0,1,, +myersel01,1917,1,PHA,AL,38,73,5,18,2,0,0,5,2,,3,14,,0,2,, +myershy01,1917,1,BRO,NL,120,471,37,126,15,10,1,41,5,,18,25,,0,18,, +naborja01,1917,1,PHA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nayloro01,1917,1,PHA,AL,5,11,1,1,0,0,0,0,0,,1,6,,0,0,, +nealegr01,1917,1,CIN,NL,121,385,40,113,14,9,3,33,25,,24,36,,5,6,, +nehfar01,1917,1,BSN,NL,38,70,8,12,3,2,0,2,1,,13,13,,1,3,, +neuot01,1917,1,SLA,AL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +nichofr02,1917,1,DET,AL,13,14,4,4,1,0,0,1,0,,1,2,,0,2,, +niehobe01,1917,1,PHI,NL,114,361,30,92,17,4,2,42,8,,23,29,,2,15,, +northlo01,1917,1,SLN,NL,5,3,0,0,0,0,0,0,0,,0,3,,0,0,, +noyeswi01,1917,1,PHA,AL,27,52,2,6,0,0,0,1,0,,6,26,,0,2,, +nunamle01,1917,1,NYA,AL,104,310,22,81,9,2,0,33,5,,21,25,,1,6,, +oeschjo01,1917,1,PHI,NL,43,88,8,10,2,0,0,4,0,,5,33,,0,2,, +ofarrbo01,1917,1,CHN,NL,3,8,1,3,2,0,0,1,1,,1,0,,0,0,, +olsoniv01,1917,1,BRO,NL,139,580,64,156,18,5,2,38,6,,14,34,,4,15,, +oneilst01,1917,1,CLE,AL,129,370,21,68,10,2,0,29,2,,41,55,,4,14,, +onsloja01,1917,1,NY1,NL,9,8,1,2,1,0,0,0,0,,0,1,,1,0,, +orourfr01,1917,1,BRO,NL,64,198,18,47,7,1,0,15,11,,14,25,,2,7,, +package01,1917,1,CHN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +package01,1917,2,SLN,NL,36,52,4,15,2,0,0,1,0,,2,11,,0,0,, +palmeed01,1917,1,PHA,AL,16,52,7,11,1,0,0,5,1,,7,7,,0,0,, +parkji01,1917,1,SLA,AL,13,2,0,0,0,0,0,0,0,,0,0,,0,0,, +parnhru01,1917,1,PHA,AL,2,3,0,0,0,0,0,0,0,,0,1,,0,0,, +paskedo01,1917,1,PHI,NL,141,546,78,137,27,11,4,43,19,,62,63,,3,9,, +paulege01,1917,1,SLA,AL,12,22,3,4,0,0,0,0,0,,3,3,,0,1,, +paulege01,1917,2,SLN,NL,95,332,32,88,21,7,0,34,9,,16,16,,2,10,, +pearcge01,1917,1,SLN,NL,5,4,0,0,0,0,0,0,0,,0,4,,0,0,, +pearcha01,1917,1,PHI,NL,7,16,2,4,3,0,0,2,0,,0,4,,1,0,, +pechoch01,1917,1,CHN,NL,13,41,2,10,0,0,0,1,1,,2,9,,1,0,, +peckiro01,1917,1,NYA,AL,148,543,63,141,24,7,0,41,17,,64,46,,2,20,, +pennike01,1917,1,SLA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pennohe01,1917,1,BOS,AL,24,24,2,4,0,0,0,2,0,,7,5,,1,1,, +perkicy01,1917,1,PHA,AL,6,18,1,3,0,0,0,2,0,,2,1,,0,1,, +perripo01,1917,1,NY1,NL,35,70,4,11,1,0,0,3,0,,0,20,,0,2,, +perrysc01,1917,1,CIN,NL,4,5,0,0,0,0,0,0,0,,0,5,,0,0,, +pfeffje01,1917,1,BRO,NL,31,100,7,13,0,1,0,6,0,,2,28,,0,5,, +picinva01,1917,1,PHA,AL,2,6,0,2,0,0,0,0,0,,1,2,,0,1,, +piercbi01,1917,1,NYA,AL,1,2,0,0,0,0,0,0,0,,1,0,,0,0,, +pillehe01,1917,1,CIN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pippwa01,1917,1,NYA,AL,155,587,82,143,29,12,9,70,11,,60,66,,6,15,, +pitleja01,1917,1,PIT,NL,109,382,39,89,8,5,0,23,6,,30,24,,5,20,, +planked01,1917,1,SLA,AL,20,38,0,4,1,0,0,2,0,,3,10,,1,4,, +pondeel01,1917,1,PIT,NL,3,7,0,0,0,0,0,0,0,,0,5,,0,0,, +powelra01,1917,1,BSN,NL,88,357,42,97,10,4,4,30,12,,24,54,,0,7,, +prattde01,1917,1,SLA,AL,123,450,40,111,22,8,1,53,18,,33,36,,2,14,, +prendmi01,1917,1,CHN,NL,35,28,1,7,2,0,0,0,0,,1,4,,0,0,, +raganpa01,1917,1,BSN,NL,30,48,3,6,2,0,1,2,0,,0,10,,0,3,, +raridbi01,1917,1,NY1,NL,101,266,20,72,10,1,0,25,3,,42,17,,1,5,, +rawlijo01,1917,1,BSN,NL,122,371,37,95,9,4,2,31,12,,38,32,,7,13,, +reganmi01,1917,1,CIN,NL,33,75,5,15,2,0,0,1,1,,5,12,,0,0,, +rehgwa01,1917,1,BSN,NL,87,341,48,92,12,6,1,31,13,,24,32,,1,12,, +reillar01,1917,1,PIT,NL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +reulbed01,1917,1,BSN,NL,5,3,1,0,0,0,0,0,0,,3,2,,0,0,, +ricesa01,1917,1,WS1,AL,155,586,77,177,25,7,0,69,35,,50,41,,3,14,, +richato01,1917,1,SLA,AL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +ricoar01,1917,1,BSN,NL,13,14,1,4,1,0,0,2,0,,0,2,,0,0,, +ringji01,1917,1,CIN,NL,24,26,2,2,1,0,0,3,0,,0,10,,0,0,, +risbesw01,1917,1,CHA,AL,149,474,59,96,20,8,1,45,16,,59,65,,5,25,, +rixeyep01,1917,1,PHI,NL,39,94,3,18,2,0,0,6,0,,0,13,,0,6,, +roberda01,1917,1,NY1,NL,142,532,64,138,16,9,12,54,17,,10,47,,2,16,, +rocheja01,1917,1,SLN,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +rodrijo01,1917,1,NY1,NL,7,20,2,4,0,1,0,2,2,,2,1,,0,0,, +rogerto01,1917,1,SLA,AL,24,29,0,5,0,0,0,0,0,,1,5,,0,2,, +rothbr01,1917,1,CLE,AL,145,495,69,141,30,9,1,72,51,,52,73,,2,20,, +roushed01,1917,1,CIN,NL,136,522,82,178,19,14,4,67,21,,27,24,,5,13,, +rudoldi01,1917,1,BSN,NL,32,87,4,20,2,1,0,8,2,,2,19,,0,7,, +ruelmu01,1917,1,NYA,AL,6,17,1,2,0,0,0,1,1,,2,2,,0,1,, +ruethdu01,1917,1,CHN,NL,31,44,3,12,1,3,0,11,0,,8,11,,0,1,, +ruethdu01,1917,2,CIN,NL,19,24,1,5,2,0,0,1,1,,3,6,,0,0,, +rumlewi01,1917,1,SLA,AL,78,88,7,23,3,4,1,16,2,,8,9,,0,1,, +russeal01,1917,1,NYA,AL,30,31,3,10,2,0,0,1,0,,4,12,,0,1,, +russejo01,1917,1,BRO,NL,5,4,0,1,0,0,0,1,0,,1,1,,0,0,, +russere01,1917,1,CHA,AL,39,68,5,19,3,3,0,9,0,,2,10,,0,4,, +ruthba01,1917,1,BOS,AL,52,123,14,40,6,3,2,12,0,,12,18,,0,7,, +saiervi01,1917,1,CHN,NL,6,21,5,5,1,0,0,2,0,,2,1,,0,0,, +sallesl01,1917,1,NY1,NL,34,77,7,17,0,0,0,11,0,,2,12,,0,6,, +sandero01,1917,1,CIN,NL,3,6,0,0,0,0,0,0,0,,0,2,,0,0,, +schalra01,1917,1,CHA,AL,140,424,48,96,12,5,2,51,19,,59,27,,7,17,, +schanwa01,1917,1,PHA,AL,118,316,41,90,14,9,3,36,6,,29,24,,9,12,, +schauru01,1917,1,PHA,AL,33,76,7,11,1,1,0,4,0,,3,10,,0,6,, +schicmo01,1917,1,CHN,NL,14,34,3,5,0,0,0,3,0,,3,10,,0,2,, +schmiwa01,1917,1,PIT,NL,72,183,9,45,7,0,0,17,4,,11,11,,2,6,, +schnepe01,1917,1,CIN,NL,49,114,10,19,4,2,1,6,0,,1,29,,0,2,, +schreha01,1917,1,BSN,NL,2,7,1,2,0,0,0,0,0,,0,1,,0,0,, +schulfr01,1917,1,PIT,NL,30,103,11,22,5,1,0,7,5,,10,14,,0,1,, +schulfr01,1917,2,PHI,NL,64,149,21,32,10,0,1,15,4,,16,22,,2,4,, +schupfe01,1917,1,NY1,NL,36,93,6,15,2,1,0,4,0,,8,35,,0,1,, +scottev01,1917,1,BOS,AL,157,528,40,127,24,7,0,50,12,,20,46,,0,41,, +scottja01,1917,1,BSN,NL,7,16,0,2,0,0,0,0,0,,0,4,,0,0,, +scottji01,1917,1,CHA,AL,24,42,1,5,0,0,0,0,0,,4,9,,0,0,, +seatoto01,1917,1,CHN,NL,16,21,2,5,1,0,0,1,0,,3,7,,0,1,, +seiboso01,1917,1,PHA,AL,36,59,6,13,1,1,0,5,1,,4,8,,1,5,, +severha01,1917,1,SLA,AL,143,501,45,133,23,4,1,57,6,,28,20,,1,14,, +shankho01,1917,1,WS1,AL,126,430,45,87,15,5,0,28,15,,33,37,,6,27,, +shannre01,1917,1,PHA,AL,11,35,8,10,0,0,0,7,2,,6,9,,0,0,, +sharmra01,1917,1,PHA,AL,13,37,2,11,2,1,0,2,1,,3,2,,1,2,, +shawbe01,1917,1,PIT,NL,2,2,0,0,0,0,0,0,0,,0,0,,0,0,, +shawji01,1917,1,WS1,AL,47,91,4,14,1,2,0,4,0,,3,30,,0,3,, +shawkbo01,1917,1,NYA,AL,32,84,3,16,4,0,0,8,0,,3,15,,0,4,, +sheanda01,1917,1,CIN,NL,131,442,36,93,9,5,2,35,10,,22,39,,1,17,, +shockur01,1917,1,NYA,AL,26,45,0,8,0,0,0,6,0,,1,17,,1,5,, +shoreer01,1917,1,BOS,AL,29,78,3,13,2,0,0,4,0,,3,26,,0,4,, +shortch01,1917,1,BOS,AL,69,168,12,30,4,2,0,16,2,,10,10,,1,9,, +shottbu01,1917,1,SLA,AL,118,398,47,89,9,1,1,20,16,,62,47,,1,8,, +sislege01,1917,1,SLA,AL,135,539,60,190,30,9,2,52,37,,30,19,,3,15,, +sloanto01,1917,1,SLA,AL,109,313,32,72,6,2,2,25,8,,28,34,,7,3,, +smallwa01,1917,1,NYA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithea01,1917,1,SLA,AL,52,199,31,56,7,7,0,10,5,,15,21,,0,8,, +smithel02,1917,1,WS1,AL,35,117,8,26,4,3,0,17,1,,5,14,,1,5,, +smithel02,1917,2,CLE,AL,64,161,21,42,5,1,3,22,6,,13,18,,0,7,, +smithfr05,1917,1,SLN,NL,56,165,11,30,0,2,1,17,4,,17,22,,1,3,, +smithge02,1917,1,NY1,NL,14,9,0,0,0,0,0,0,0,,0,3,,0,0,, +smithha06,1917,1,CIN,NL,8,17,0,2,0,0,0,1,0,,2,7,,0,1,, +smithja03,1917,1,SLN,NL,137,462,64,137,16,11,3,34,25,,38,65,,1,14,, +smithji01,1917,1,NY1,NL,36,96,12,22,5,1,0,9,6,,9,18,,0,4,, +smithpo02,1917,1,CLE,AL,6,1,0,0,0,0,0,0,0,,0,1,,0,0,, +smithre02,1917,1,BSN,NL,147,505,60,149,31,6,2,62,16,,53,61,,6,21,, +smithre03,1917,1,PIT,NL,11,21,1,3,1,0,0,2,1,,3,4,,0,0,, +smithsh01,1917,1,BRO,NL,43,77,3,15,2,4,0,2,1,,4,17,,0,1,, +smythre01,1917,1,BRO,NL,29,24,5,3,0,0,0,1,0,,4,6,,0,2,, +smythre01,1917,2,SLN,NL,38,72,5,15,0,2,0,4,3,,4,9,,2,0,, +snydefr01,1917,1,SLN,NL,115,313,18,74,9,2,1,33,4,,27,43,,2,4,, +snydeja01,1917,1,BRO,NL,7,11,1,3,0,0,0,1,0,,0,2,,0,0,, +sothoal01,1917,1,SLA,AL,49,92,8,20,5,1,0,11,0,,5,17,,1,5,, +speaktr01,1917,1,CLE,AL,142,523,90,184,42,11,2,60,30,,67,14,,7,15,, +spenctu01,1917,1,DET,AL,70,192,13,46,8,3,0,22,0,,15,15,,9,2,, +stanaos01,1917,1,DET,AL,99,297,19,61,14,1,0,30,3,,20,35,,3,9,, +steelbo01,1917,1,SLN,NL,12,13,2,5,1,0,0,0,0,,0,0,,0,0,, +steelbo01,1917,2,PIT,NL,33,76,6,17,1,1,0,5,1,,0,14,,0,1,, +stengca01,1917,1,BRO,NL,150,549,69,141,23,12,6,73,18,,60,62,,5,8,, +stewast01,1917,1,SLN,NL,13,9,4,0,0,0,0,0,0,,0,4,,0,0,, +stockmi01,1917,1,PHI,NL,150,564,76,149,27,6,3,53,25,,51,34,,1,28,, +strunam01,1917,1,PHA,AL,148,540,83,152,26,7,1,45,16,,68,37,,1,25,, +swiglad01,1917,1,NY1,NL,1,2,0,0,0,0,0,0,0,,0,0,,0,0,, +terryze01,1917,1,CHA,AL,2,1,0,0,0,0,0,0,0,,2,0,,0,0,, +tesreje01,1917,1,NY1,NL,33,61,4,14,0,1,0,5,1,,1,9,,0,3,, +thomapi01,1917,1,BOS,AL,83,202,24,48,7,0,0,24,2,,27,9,,2,7,, +thormha01,1917,1,NYA,AL,1,2,0,0,0,0,0,0,0,,0,2,,0,0,, +thorpji01,1917,1,NY1,NL,26,57,12,11,3,2,0,4,1,,8,10,,1,2,, +thorpji01,1917,2,CIN,NL,77,251,29,62,2,8,4,36,11,,6,35,,1,11,, +thrasbu01,1917,1,PHA,AL,23,77,5,18,2,1,0,2,0,,3,12,,1,5,, +toneyfr01,1917,1,CIN,NL,43,116,5,13,2,0,0,7,1,,3,38,,0,9,, +torkere01,1917,1,CLE,AL,4,9,0,2,0,0,0,1,0,,0,2,,0,0,, +tragewa01,1917,1,BSN,NL,98,297,23,66,10,2,0,25,5,,15,36,,2,9,, +turnete01,1917,1,CLE,AL,69,180,16,37,7,0,0,15,4,,14,19,,0,8,, +twombge01,1917,1,BSN,NL,32,102,8,19,1,1,0,9,4,,18,5,,1,6,, +tylerle01,1917,1,BSN,NL,61,134,8,31,4,0,0,11,0,,17,19,,0,7,, +vaughhi01,1917,1,CHN,NL,41,100,7,16,2,1,0,6,1,,9,33,,0,2,, +veachbo01,1917,1,DET,AL,154,571,79,182,31,12,8,103,21,,61,44,,9,25,, +vicksa01,1917,1,NYA,AL,10,36,4,10,3,0,0,2,2,,1,6,,0,1,, +vittos01,1917,1,DET,AL,140,512,65,130,13,6,0,47,18,,56,15,,1,31,, +wachtpa01,1917,1,BRO,NL,2,3,0,1,0,0,0,0,0,,0,0,,0,0,, +wagnebi01,1917,1,PIT,NL,53,151,15,31,7,2,0,9,1,,11,22,,1,7,, +wagneho01,1917,1,PIT,NL,74,230,15,61,7,1,0,24,5,,24,17,,1,9,, +waldbdo01,1917,1,WS1,AL,2,1,0,0,0,0,0,0,0,,0,1,,0,0,, +walkefr01,1917,1,DET,AL,2,2,0,0,0,0,0,0,0,,0,1,,0,0,, +walkero01,1917,1,CHN,NL,2,1,0,0,0,0,0,0,0,,0,0,,0,0,, +walketi01,1917,1,BOS,AL,106,337,41,83,18,7,2,37,6,,25,38,,1,22,, +wallabo01,1917,1,SLN,NL,8,10,0,1,0,0,0,2,0,,0,1,,0,2,, +walshed01,1917,1,BSN,NL,4,4,1,1,0,0,0,0,0,,1,2,,1,0,, +walshji02,1917,1,BOS,AL,57,185,25,49,6,3,0,12,6,,25,14,,0,2,, +waltero01,1917,1,NYA,AL,61,171,16,45,2,0,0,14,2,,9,22,,1,6,, +wambsbi01,1917,1,CLE,AL,141,499,52,127,17,6,0,43,16,,37,42,,7,27,, +wardaa01,1917,1,NYA,AL,8,26,0,3,0,0,0,1,0,,1,5,,0,0,, +wardch01,1917,1,PIT,NL,125,423,25,100,12,3,0,43,5,,32,43,,8,20,, +warneho01,1917,1,PIT,NL,3,5,0,1,0,0,0,0,0,,0,1,,0,0,, +watsomi01,1917,1,SLN,NL,41,51,5,5,1,0,0,1,0,,0,15,,0,0,, +weavebu01,1917,1,CHA,AL,118,447,64,127,16,5,3,32,19,,27,29,,5,35,, +weaveha01,1917,1,CHN,NL,4,5,0,1,0,0,0,0,0,,0,2,,0,0,, +webbbi01,1917,1,PIT,NL,5,15,1,3,0,0,0,0,0,,2,3,,0,0,, +weilmca01,1917,1,SLA,AL,5,4,0,0,0,0,0,0,0,,0,1,,0,0,, +wheatma01,1917,1,BRO,NL,29,60,2,8,1,0,0,0,1,,1,12,,1,1,, +wheatza01,1917,1,BRO,NL,109,362,38,113,15,11,1,41,5,,20,18,,2,3,, +whittpo01,1917,1,PHI,NL,149,553,69,155,24,9,3,70,10,,30,56,,0,28,, +wilhojo01,1917,1,BSN,NL,54,186,20,51,5,0,1,10,5,,17,15,,0,9,, +wilhojo01,1917,2,PIT,NL,9,10,0,2,0,0,0,0,0,,1,1,,0,0,, +wilhojo01,1917,3,NY1,NL,34,50,9,17,2,2,0,8,0,,8,5,,0,1,, +willicy01,1917,1,CHN,NL,138,468,53,113,22,4,5,42,8,,38,78,,7,26,, +willile01,1917,1,CHA,AL,45,67,5,6,0,1,0,2,0,,8,19,,0,6,, +wilsoar01,1917,1,CHN,NL,81,211,17,45,9,2,2,25,6,,32,36,,2,7,, +wingoiv01,1917,1,CIN,NL,121,399,37,106,16,11,2,39,9,,25,13,,1,7,, +wittwh01,1917,1,PHA,AL,128,452,62,114,13,4,0,28,12,,65,45,,0,13,, +wolfeha01,1917,1,CHN,NL,9,5,1,2,0,0,0,1,0,,1,1,,0,0,, +wolfeha01,1917,2,PIT,NL,3,5,0,0,0,0,0,0,0,,1,4,,0,0,, +wolfgme01,1917,1,CHA,AL,5,4,0,0,0,0,0,0,0,,0,1,,0,0,, +wolteha01,1917,1,CHN,NL,117,353,44,88,15,7,0,28,7,,38,40,,1,9,, +woodjo02,1917,1,CLE,AL,10,6,1,0,0,0,0,0,0,,0,3,,0,0,, +wortmch01,1917,1,CHN,NL,75,190,24,33,4,1,0,9,6,,18,23,,0,12,, +wrighra02,1917,1,SLA,AL,16,10,0,2,0,0,0,1,0,,2,5,,0,1,, +wyckowe01,1917,1,BOS,AL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +yellear01,1917,1,DET,AL,25,51,4,7,1,0,0,0,2,,5,4,,0,0,, +youngra01,1917,1,DET,AL,141,503,64,116,18,2,1,35,8,,61,35,,3,31,, +youngro01,1917,1,NY1,NL,7,26,5,9,2,3,0,1,1,,1,5,,0,2,, +zeidero01,1917,1,CHN,NL,108,354,36,86,14,2,0,27,17,,28,30,,2,9,, +zimmehe01,1917,1,NY1,NL,150,585,61,174,22,9,5,102,13,,16,43,,1,18,, +acostme01,1918,1,WS1,AL,3,2,0,0,0,0,0,0,0,,0,1,,0,0,, +acostme01,1918,2,PHA,AL,49,169,23,51,3,3,0,14,4,,18,10,,0,10,, +adamsba01,1918,1,PIT,NL,3,9,0,3,0,1,0,0,0,,0,3,,0,0,, +adamsbe01,1918,1,PHI,NL,84,227,10,40,4,0,0,12,5,,10,26,,1,9,, +adamswi01,1918,1,PHA,AL,32,57,3,8,1,0,0,2,0,,2,16,,0,1,, +agnewsa01,1918,1,BOS,AL,72,199,11,33,8,0,0,6,0,,11,26,,3,6,, +ainsmed01,1918,1,WS1,AL,96,292,22,62,10,9,0,20,6,,29,44,,0,9,, +aldrivi01,1918,1,CHN,NL,3,3,1,1,1,0,0,1,0,,0,0,,0,1,, +alexape01,1918,1,CHN,NL,3,10,1,1,0,0,0,0,0,,0,2,,0,0,, +allenni01,1918,1,CIN,NL,37,96,6,25,2,2,0,5,0,,4,7,,1,0,, +altroni01,1918,1,WS1,AL,5,8,1,1,0,0,1,1,0,,0,0,,0,1,, +amesre01,1918,1,SLN,NL,27,64,1,10,1,0,0,4,1,,7,14,,0,4,, +anderfr01,1918,1,NY1,NL,18,19,2,0,0,0,0,0,0,,0,6,,0,3,, +anderge01,1918,1,SLN,NL,35,132,20,39,4,5,0,6,0,,15,7,,3,4,, +archeji01,1918,1,PIT,NL,24,58,4,9,1,2,0,3,0,,1,6,,2,2,, +archeji01,1918,2,BRO,NL,9,22,3,6,0,1,0,0,0,,1,5,,0,0,, +archeji01,1918,3,CIN,NL,9,26,2,7,1,0,0,2,0,,1,3,,0,0,, +austiji01,1918,1,SLA,AL,110,367,42,97,14,4,0,20,18,,53,32,,1,21,, +ayersdo01,1918,1,WS1,AL,40,66,4,10,3,0,0,4,0,,3,10,,0,5,, +baderlo01,1918,1,BOS,AL,5,9,0,1,0,0,0,0,0,,0,3,,0,0,, +bagbyji01,1918,1,CLE,AL,47,99,5,21,3,0,0,8,1,,6,9,,0,3,, +bailebi01,1918,1,DET,AL,8,13,0,1,1,0,0,0,0,,0,4,,0,0,, +bailefr01,1918,1,BSN,NL,4,4,1,1,0,0,0,0,0,,0,1,,0,0,, +bairddo01,1918,1,SLN,NL,82,316,41,78,12,8,2,25,25,,25,42,,1,12,, +bakerfr01,1918,1,NYA,AL,126,504,65,154,24,5,6,62,8,,38,13,,2,12,, +bancrda01,1918,1,PHI,NL,125,499,69,132,19,4,0,26,11,,54,36,,1,7,, +barbawa01,1918,1,BOS,AL,13,29,2,5,3,0,0,2,1,,0,1,,0,4,, +barbetu01,1918,1,CHN,NL,55,123,11,29,3,2,0,10,3,,9,16,,1,2,, +barneje01,1918,1,NY1,NL,9,18,1,4,0,0,0,3,0,,0,1,,0,3,, +bashaal01,1918,1,BRO,NL,2,5,0,1,0,0,0,0,0,,0,0,,0,0,, +bassdo01,1918,1,BSN,NL,2,1,1,1,0,0,0,0,1,,0,0,,0,0,, +bauerlo01,1918,1,PHA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bealljo01,1918,1,SLN,NL,19,49,2,11,1,0,0,6,0,,3,6,,0,4,, +beckzi01,1918,1,NYA,AL,11,8,0,0,0,0,0,1,0,,0,1,,0,3,, +bentoru01,1918,1,NY1,NL,3,7,1,1,1,0,0,0,0,,2,1,,0,0,, +benzjo01,1918,1,CHA,AL,29,51,3,11,1,0,0,5,0,,0,14,,0,4,, +bermabo01,1918,1,WS1,AL,2,0,0,0,0,0,0,0,0,,0,0,,0,0,, +bernhwa01,1918,1,NYA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +beschbo01,1918,1,CLE,AL,25,60,12,20,2,1,0,6,3,,17,5,,1,0,, +betzebr01,1918,1,SLN,NL,76,230,18,51,6,7,0,13,8,,12,16,,0,6,, +bigbeca01,1918,1,PIT,NL,92,310,47,79,11,3,1,19,19,,42,10,,0,17,, +billijo01,1918,1,CLE,AL,2,3,0,1,0,0,0,0,0,,0,0,,0,0,, +blackfr01,1918,1,PIT,NL,8,13,1,2,0,0,0,4,0,,3,4,,0,1,, +blackle01,1918,1,CIN,NL,125,435,34,99,8,10,1,45,6,,25,30,,1,11,, +bluhmre01,1918,1,BOS,AL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +bodiepi01,1918,1,NYA,AL,91,324,36,83,12,6,3,46,6,,27,24,,3,17,, +bolanbe01,1918,1,DET,AL,29,69,9,12,3,0,0,2,0,,6,17,,0,0,, +boonelu01,1918,1,PIT,NL,27,91,7,18,3,0,0,3,1,,8,6,,0,6,, +brennad01,1918,1,WS1,AL,2,1,0,0,0,0,0,0,0,,0,0,,0,0,, +brennad01,1918,2,CLE,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bressru01,1918,1,CIN,NL,23,62,10,17,5,0,0,6,0,,5,4,,0,1,, +brockjo01,1918,1,SLN,NL,27,52,9,11,2,0,0,4,5,,3,10,,0,2,, +bronkhe01,1918,1,SLN,NL,18,68,7,15,3,0,1,7,0,,2,4,,0,4,, +brottto01,1918,1,SLN,NL,2,4,0,0,0,0,0,0,0,,1,0,,0,0,, +buckega01,1918,1,WS1,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +burnsed01,1918,1,PHI,NL,68,184,10,38,1,1,0,9,1,,20,9,,1,6,, +burnsge01,1918,1,NY1,NL,119,465,80,135,22,6,4,51,40,,43,37,,3,11,, +burnsge02,1918,1,PHA,AL,130,505,61,178,22,9,6,70,8,,23,25,,8,8,, +bushdo01,1918,1,DET,AL,128,500,74,117,10,3,0,22,9,,79,31,,1,13,, +bushjo01,1918,1,BOS,AL,36,98,8,27,3,2,0,14,0,,6,11,,0,1,, +cadorle01,1918,1,BRO,NL,2,4,0,0,0,0,0,0,0,,1,2,,0,0,, +caldwra02,1918,1,NYA,AL,65,151,14,44,10,0,1,18,2,,13,23,,1,4,, +canavhu01,1918,1,BSN,NL,16,21,2,2,1,0,0,1,0,,3,4,,0,0,, +careyma01,1918,1,PIT,NL,126,468,70,128,14,6,3,48,58,,62,25,,4,15,, +carlsha01,1918,1,PIT,NL,3,5,0,1,0,0,0,0,0,,0,1,,0,0,, +cartepa01,1918,1,CHN,NL,21,25,2,6,0,0,0,2,0,,0,3,,0,0,, +caseyjo01,1918,1,WS1,AL,9,17,3,4,0,0,0,2,0,,2,2,,0,0,, +catonho01,1918,1,PIT,NL,80,303,37,71,5,7,0,17,12,,32,16,,2,8,, +causere01,1918,1,NY1,NL,29,48,1,6,0,0,0,1,0,,0,18,,0,1,, +chadbch01,1918,1,BSN,NL,27,104,9,27,2,1,0,6,5,,5,5,,1,9,, +chapmra01,1918,1,CLE,AL,128,446,84,119,19,8,1,32,30,,84,46,,6,35,, +chaseha01,1918,1,CIN,NL,74,259,30,78,12,6,2,38,5,,13,15,,2,7,, +chenela01,1918,1,BRO,NL,33,66,7,16,2,1,0,5,0,,3,16,,0,3,, +cicoted01,1918,1,CHA,AL,38,86,6,14,5,1,0,4,0,,12,12,,0,1,, +clarkto01,1918,1,CHN,NL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +cobbjo01,1918,1,DET,AL,1,0,0,0,0,0,0,0,0,,1,0,,0,0,, +cobbty01,1918,1,DET,AL,111,421,83,161,19,14,3,64,34,,41,21,,2,9,, +cochrge01,1918,1,BOS,AL,24,60,7,7,0,0,0,3,3,,10,6,,2,0,, +coffeja01,1918,1,DET,AL,22,67,7,14,0,2,0,4,2,,8,6,,1,2,, +coffeja01,1918,2,BOS,AL,15,44,5,7,1,0,1,2,2,,3,2,,0,1,, +collied01,1918,1,CHA,AL,97,330,51,91,8,2,2,30,22,,73,13,,0,22,, +collish01,1918,1,CHA,AL,103,365,30,100,18,11,1,56,7,,17,19,,2,15,, +comptpe01,1918,1,NY1,NL,21,60,5,13,0,1,0,5,2,,5,4,,0,1,, +comstra01,1918,1,PIT,NL,15,26,2,5,0,0,0,2,0,,1,5,,1,0,, +conlesn01,1918,1,CIN,NL,5,4,0,1,1,0,0,1,0,,0,1,,0,1,, +conwari01,1918,1,BSN,NL,14,24,4,4,0,0,0,2,1,,2,4,,0,2,, +coombja01,1918,1,BRO,NL,46,113,6,19,3,2,0,3,1,,7,5,,1,1,, +coopewi01,1918,1,PIT,NL,38,95,8,23,2,2,0,5,2,,3,6,,0,5,, +coreyed01,1918,1,CHA,AL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +coumbfr01,1918,1,CLE,AL,32,56,3,12,0,0,0,9,0,,0,9,,0,5,, +covelha01,1918,1,DET,AL,3,4,0,1,0,0,0,2,0,,0,2,,0,0,, +covelst01,1918,1,CLE,AL,38,110,6,21,4,0,0,3,0,,2,26,,0,5,, +covinsa01,1918,1,BSN,NL,3,3,0,1,0,0,0,0,0,,0,0,,0,0,, +craftmo01,1918,1,WS1,AL,3,2,0,0,0,0,0,0,0,,0,1,,0,0,, +cranddo01,1918,1,BSN,NL,14,28,1,8,0,0,0,2,0,,4,3,,0,0,, +cravaga01,1918,1,PHI,NL,121,426,43,99,27,5,8,54,7,,54,46,,1,8,, +cruiswa01,1918,1,SLN,NL,70,240,34,65,5,4,6,39,2,,30,26,,3,7,, +crumca01,1918,1,BSN,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +cuetoma01,1918,1,CIN,NL,47,108,14,32,5,1,0,14,4,,19,5,,1,6,, +cunnige01,1918,1,DET,AL,56,112,11,25,4,1,0,2,2,,16,34,,0,4,, +curryji01,1918,1,DET,AL,5,20,1,5,1,0,0,0,0,,0,0,,1,0,, +cutshge01,1918,1,PIT,NL,126,463,56,132,16,10,5,68,25,,27,18,,1,29,, +dalyto02,1918,1,CHN,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +danfoda01,1918,1,CHA,AL,39,42,3,6,0,0,0,0,0,,2,11,,1,2,, +daubeja01,1918,1,BRO,NL,108,396,50,122,12,15,2,47,10,,27,18,,5,17,, +daussho01,1918,1,DET,AL,33,77,3,14,2,2,0,11,0,,11,13,,2,4,, +davenda01,1918,1,SLA,AL,31,52,3,7,1,0,1,3,0,,9,22,,1,5,, +davidcl01,1918,1,PHA,AL,31,81,4,15,1,0,0,4,0,,5,9,,0,4,, +davisdi01,1918,1,PHI,NL,18,9,1,0,0,0,0,0,0,,3,2,,0,0,, +dealch01,1918,1,CHN,NL,119,414,43,99,9,3,2,34,11,,21,13,,2,22,, +demaral01,1918,1,NY1,NL,26,47,5,6,0,0,0,2,1,,1,11,,0,4,, +demmira01,1918,1,SLA,AL,116,405,45,114,23,5,1,61,10,,38,35,,2,19,, +devinmi01,1918,1,PHI,NL,4,8,0,1,1,0,0,0,0,,0,1,,0,0,, +devoral01,1918,1,CHA,AL,8,19,2,5,2,0,0,0,1,,0,4,,0,0,, +dillhpi01,1918,1,PHI,NL,8,11,0,1,0,0,0,0,2,,1,1,,0,0,, +distedu01,1918,1,SLN,NL,8,17,3,3,1,1,0,1,0,,2,3,,0,2,, +doakbi01,1918,1,SLN,NL,31,66,5,12,3,2,0,1,0,,3,21,,0,7,, +donovbi01,1918,1,DET,AL,2,2,1,1,0,0,0,1,0,,0,0,,0,0,, +doolami01,1918,1,BRO,NL,92,308,14,55,8,2,0,18,8,,22,24,,0,13,, +douglph01,1918,1,CHN,NL,25,55,2,14,1,0,0,5,0,,0,5,,0,2,, +doylela01,1918,1,NY1,NL,75,257,38,67,7,4,3,36,10,,37,10,,0,4,, +dressle01,1918,1,DET,AL,31,107,10,19,1,2,0,3,2,,21,10,,2,4,, +dubucje01,1918,1,BOS,AL,5,6,0,1,0,0,0,0,0,,1,2,,0,0,, +duganjo01,1918,1,PHA,AL,121,411,26,80,11,3,3,34,4,,16,55,,3,17,, +dumonge01,1918,1,WS1,AL,4,3,0,1,1,0,0,2,0,,1,0,,0,0,, +durniri01,1918,1,BRO,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dyerbe01,1918,1,DET,AL,13,18,1,5,0,0,0,2,0,,0,6,,0,0,, +dykesji01,1918,1,PHA,AL,59,186,13,35,3,3,0,13,3,,19,32,,1,7,, +ellamro01,1918,1,PIT,NL,26,77,9,10,1,1,0,2,2,,17,17,,2,5,, +ellerho01,1918,1,CIN,NL,37,70,4,11,1,0,0,0,2,,3,13,,0,5,, +ellioro01,1918,1,CHN,NL,5,10,0,0,0,0,0,0,0,,2,1,,0,0,, +ellisba01,1918,1,DET,AL,7,23,1,6,1,0,0,2,1,,3,1,,0,0,, +enzmajo01,1918,1,CLE,AL,30,47,2,7,1,0,0,0,0,,1,13,,0,2,, +ericker01,1918,1,DET,AL,12,33,1,4,0,0,0,0,0,,0,9,,0,1,, +evansjo01,1918,1,CLE,AL,79,243,38,64,6,7,1,22,7,,30,29,,0,8,, +faberre01,1918,1,CHA,AL,11,24,1,1,0,0,0,0,0,,3,11,,0,2,, +faheyfr01,1918,1,PHA,AL,10,17,2,3,1,0,0,1,0,,0,3,,0,1,, +farmeja01,1918,1,CLE,AL,7,9,1,2,0,0,0,1,2,,0,3,,1,0,, +felscha01,1918,1,CHA,AL,53,206,16,52,2,5,1,20,6,,15,13,,1,6,, +fergual01,1918,1,NYA,AL,1,1,0,0,0,0,0,0,0,,0,1,,0,0,, +fewstch01,1918,1,NYA,AL,5,2,1,1,0,0,0,0,0,,0,0,,0,0,, +fillida01,1918,1,BSN,NL,14,42,2,9,0,0,0,2,0,,2,16,,0,1,, +finneha01,1918,1,DET,AL,6,3,0,0,0,0,0,2,0,,0,0,,0,0,, +finneha01,1918,2,NYA,AL,23,39,4,9,1,0,0,1,0,,1,7,,2,1,, +fishebo01,1918,1,SLN,NL,63,246,36,78,11,3,2,20,7,,15,11,,0,5,, +fitzgmi01,1918,1,PHI,NL,66,133,21,39,8,0,0,6,3,,13,6,,1,5,, +flackma01,1918,1,CHN,NL,123,478,74,123,17,10,4,41,17,,56,19,,6,12,, +fletcar01,1918,1,NY1,NL,124,468,51,123,20,2,0,47,12,,18,26,,15,12,, +fortuga01,1918,1,PHI,NL,5,10,1,2,1,0,0,0,0,,1,5,,0,0,, +fosteed02,1918,1,WS1,AL,129,519,70,147,13,3,0,29,12,,41,20,,3,12,, +fournja01,1918,1,NYA,AL,27,100,9,35,6,1,0,12,7,,7,7,,0,3,, +gallibe01,1918,1,SLA,AL,19,46,2,6,0,0,0,2,0,,0,12,,0,1,, +gandich01,1918,1,CHA,AL,114,439,49,119,18,4,0,55,9,,27,19,,4,10,, +gardnla01,1918,1,PHA,AL,127,463,50,132,22,6,1,52,9,,43,22,,0,16,, +gearybo01,1918,1,PHA,AL,16,27,3,4,0,0,0,4,0,,4,0,,0,1,, +gedeojo01,1918,1,SLA,AL,123,441,39,94,14,3,1,41,7,,27,29,,8,23,, +georgle01,1918,1,BSN,NL,10,22,2,2,0,0,0,0,0,,1,2,,0,0,, +gerbewa01,1918,1,SLA,AL,56,171,10,41,4,0,0,10,2,,19,11,,0,5,, +getzgu01,1918,1,CLE,AL,6,15,2,2,1,0,0,0,0,,4,1,,1,0,, +getzgu01,1918,2,PIT,NL,7,10,0,2,0,0,0,0,0,,0,1,,0,0,, +gharrpa01,1918,1,WS1,AL,4,4,0,1,1,0,0,2,0,,0,1,,0,0,, +gibsoge01,1918,1,NY1,NL,4,2,0,1,1,0,0,0,0,,0,0,,0,0,, +gilhofr01,1918,1,NYA,AL,112,427,59,118,13,5,1,23,7,,53,24,,1,12,, +gonzaeu01,1918,1,BOS,AL,3,5,2,2,0,1,0,0,0,,1,1,,1,0,, +gonzami01,1918,1,SLN,NL,117,349,33,88,13,4,3,20,14,,39,30,,0,4,, +goodwi01,1918,1,CHA,AL,35,148,24,37,9,4,0,11,1,,11,16,,3,1,, +graneja01,1918,1,CLE,AL,70,177,27,42,7,4,0,9,3,,28,13,,3,3,, +greggve01,1918,1,PHA,AL,30,71,3,12,2,0,0,3,0,,0,12,,0,1,, +griffto01,1918,1,CIN,NL,118,427,47,113,10,4,2,48,10,,39,30,,0,12,, +griggar01,1918,1,DET,AL,28,99,11,36,8,0,0,16,2,,10,5,,0,2,, +grimebu01,1918,1,BRO,NL,41,90,5,18,2,1,0,4,2,,3,14,,0,6,, +grimmch01,1918,1,SLN,NL,50,141,11,31,7,0,0,12,2,,6,15,,2,6,, +grineda01,1918,1,BRO,NL,12,14,0,1,0,0,0,0,0,,2,8,,0,0,, +grohhe01,1918,1,CIN,NL,126,493,86,158,28,3,1,37,11,,54,24,,7,13,, +groombo01,1918,1,CLE,AL,14,12,1,1,0,0,0,0,0,,0,5,,0,1,, +haineje01,1918,1,CIN,NL,1,1,0,1,0,0,0,0,0,,0,0,,0,0,, +halege01,1918,1,SLA,AL,12,30,0,4,1,0,0,1,0,,1,5,,0,0,, +hallch02,1918,1,DET,AL,6,2,0,0,0,0,0,0,0,,0,0,,0,0,, +hallhe01,1918,1,DET,AL,3,1,0,0,0,0,0,1,0,,0,1,,0,0,, +haltal01,1918,1,CLE,AL,26,69,9,12,2,0,0,1,4,,9,12,,0,0,, +hamilea01,1918,1,PIT,NL,6,21,2,6,0,0,0,2,0,,0,4,,0,0,, +hannatr01,1918,1,NYA,AL,90,250,24,55,6,0,2,21,5,,51,25,,4,7,, +hansero01,1918,1,WS1,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hardgpa01,1918,1,CHA,AL,2,2,0,0,0,0,0,0,0,,0,0,,0,0,, +harmobo01,1918,1,PIT,NL,18,27,1,4,0,0,0,1,0,,2,4,,0,1,, +harpege02,1918,1,DET,AL,69,227,19,55,5,2,0,16,3,,18,14,,1,12,, +harpeha01,1918,1,WS1,AL,36,82,3,11,1,0,0,5,0,,5,31,,0,3,, +hearnbu01,1918,1,BSN,NL,17,45,1,8,1,0,0,0,0,,0,9,,0,1,, +heathcl01,1918,1,SLN,NL,88,348,37,90,12,3,4,32,12,,20,40,,1,6,, +hehlja01,1918,1,BRO,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +heilmha01,1918,1,DET,AL,79,286,34,79,10,6,5,39,13,,35,10,,2,8,, +heitmha01,1918,1,BRO,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hemined01,1918,1,PHI,NL,33,108,7,23,4,1,0,12,4,,7,9,,1,7,, +hendrcl01,1918,1,CHN,NL,35,91,14,24,3,3,3,17,1,,4,11,,1,5,, +hendrti01,1918,1,SLA,AL,88,219,22,61,14,3,0,33,5,,37,35,,2,11,, +henryjo02,1918,1,BSN,NL,43,102,6,21,2,0,0,4,0,,10,15,,1,2,, +herrmma01,1918,1,BRO,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +herzobu01,1918,1,BSN,NL,118,473,57,108,12,6,0,26,10,,29,28,,5,19,, +hickmji01,1918,1,BRO,NL,53,167,14,39,4,7,1,16,5,,8,31,,3,5,, +highhu01,1918,1,NYA,AL,7,10,1,0,0,0,0,0,0,,1,1,,0,0,, +hillca01,1918,1,PIT,NL,6,12,1,2,0,0,0,1,0,,3,3,,0,1,, +hinchbi01,1918,1,PIT,NL,50,111,10,26,5,2,0,13,1,,15,8,,2,4,, +hoblidi01,1918,1,BOS,AL,25,69,4,11,1,0,0,4,3,,8,3,,2,4,, +hoggbr01,1918,1,PHI,NL,39,79,7,18,4,0,0,2,0,,10,7,,0,4,, +holkewa01,1918,1,NY1,NL,88,326,38,82,17,4,1,27,10,,10,26,,1,13,, +holloch01,1918,1,CHN,NL,131,509,72,161,23,6,2,38,26,,47,30,,4,26,, +holmech01,1918,1,PHA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hoopeha01,1918,1,BOS,AL,126,474,81,137,26,13,1,44,24,,75,25,,4,16,, +hornsro01,1918,1,SLN,NL,115,416,51,117,19,11,5,60,8,,40,43,,3,7,, +horstos01,1918,1,SLN,NL,9,4,0,0,0,0,0,0,0,,1,2,,0,0,, +houckby01,1918,1,SLA,AL,27,20,1,3,1,0,0,2,0,,1,3,,0,0,, +hovlied01,1918,1,WS1,AL,8,8,1,1,0,0,0,0,0,,0,2,,0,0,, +howarea01,1918,1,SLN,NL,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0, +hoytwa01,1918,1,NY1,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +hugheto02,1918,1,BSN,NL,3,6,1,2,0,0,1,1,0,,0,0,,0,0,, +hummejo01,1918,1,NYA,AL,22,61,9,18,1,2,0,4,3,,11,8,,1,1,, +hyattha01,1918,1,NYA,AL,53,131,11,30,8,0,2,10,1,,8,8,,0,3,, +jacksjo01,1918,1,CHA,AL,17,65,9,23,2,2,1,20,3,,8,1,,0,5,, +jacobel01,1918,1,PIT,NL,8,7,0,2,0,0,0,0,0,,0,3,,0,0,, +jacobel01,1918,2,PHI,NL,18,38,1,6,0,1,0,2,0,,2,14,,0,2,, +jacobla01,1918,1,CIN,NL,5,5,0,0,0,0,0,0,0,,0,3,,0,0,, +jacobot01,1918,1,CHA,AL,29,73,4,15,3,1,0,3,0,,5,8,,0,0,, +jamesbi01,1918,1,DET,AL,19,46,0,5,1,0,0,0,0,,1,12,,0,0,, +jamiech01,1918,1,PHA,AL,110,416,50,84,11,2,0,11,11,,54,30,,2,1,, +jennihu01,1918,1,DET,AL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +johnsdo01,1918,1,CLE,AL,74,273,30,62,12,2,0,25,12,,26,19,,3,13,, +johnser01,1918,1,SLA,AL,29,34,7,9,1,0,0,0,4,,0,2,,1,0,, +johnsji01,1918,1,BRO,NL,123,484,54,136,16,8,0,27,22,,33,31,,1,10,, +johnspe01,1918,1,SLA,AL,46,89,5,16,1,1,0,11,0,,4,6,,0,4,, +johnsra01,1918,1,SLN,NL,6,4,0,1,0,0,0,0,0,,0,2,,0,2,, +johnsro01,1918,1,PHA,AL,10,15,1,1,0,0,0,0,0,,0,9,,0,0,, +johnswa01,1918,1,WS1,AL,65,150,10,40,4,4,1,18,2,,9,18,,3,4,, +jonesbo01,1918,1,DET,AL,74,287,43,79,14,4,0,21,7,,17,16,,2,14,, +jonesda01,1918,1,DET,AL,1,2,0,0,0,0,0,0,0,,0,0,,0,0,, +jonesde01,1918,1,DET,AL,22,25,1,5,0,0,0,3,1,,1,12,,0,0,, +jonessa01,1918,1,BOS,AL,24,57,6,10,1,0,0,1,0,,13,14,,0,3,, +jourdte01,1918,1,CHA,AL,7,10,1,1,0,0,0,1,0,,0,0,,0,0,, +judgejo01,1918,1,WS1,AL,130,502,56,131,23,7,1,46,20,,49,32,,4,28,, +kalliru01,1918,1,DET,AL,31,56,5,9,0,0,0,3,0,,6,23,,0,4,, +kauffbe01,1918,1,NY1,NL,67,270,41,85,19,4,2,39,9,,16,30,,1,7,, +kavanma01,1918,1,CLE,AL,13,38,4,8,2,0,0,6,1,,7,7,,1,2,, +kavanma01,1918,2,SLN,NL,12,44,6,8,1,0,1,8,1,,3,1,,0,3,, +kavanma01,1918,3,DET,AL,13,44,2,12,3,0,0,9,0,,11,6,,0,0,, +keatira01,1918,1,NYA,AL,15,16,3,3,0,0,0,0,1,,1,5,,0,1,, +keenvi01,1918,1,PHA,AL,1,1,0,0,0,0,0,0,0,,0,1,,0,1,, +kellyji01,1918,1,BSN,NL,35,146,19,48,1,4,0,4,4,,9,9,,2,5,, +kellyjo03,1918,1,BSN,NL,47,155,20,36,2,4,0,15,12,,6,12,,1,4,, +kildupe01,1918,1,CHN,NL,30,93,7,19,2,2,0,13,1,,7,7,,1,8,, +killebi01,1918,1,CHN,NL,104,331,30,77,10,3,0,22,5,,17,10,,3,13,, +kingle02,1918,1,PIT,NL,36,112,9,26,3,2,1,11,3,,11,15,,0,4,, +kinnewa01,1918,1,BOS,AL,6,5,0,0,0,0,0,0,0,,0,1,,0,0,, +kirkeja01,1918,1,NY1,NL,17,56,1,14,1,0,0,3,0,,1,3,,0,2,, +koneted01,1918,1,BSN,NL,119,437,33,103,15,5,2,56,5,,32,35,,2,16,, +koppme01,1918,1,PHA,AL,96,363,60,85,7,7,0,18,22,,42,55,,4,12,, +krueger01,1918,1,BRO,NL,30,87,4,25,4,2,0,7,2,,4,9,,0,0,, +lamarbi01,1918,1,NYA,AL,28,110,12,25,3,0,0,2,2,,6,2,,0,3,, +lambeot01,1918,1,CLE,AL,2,1,0,1,0,0,0,0,0,,0,0,,0,0,, +larmobo01,1918,1,SLN,NL,4,7,0,2,0,0,0,1,0,,0,2,,0,0,, +lavando01,1918,1,WS1,AL,117,464,44,129,17,2,0,45,12,,14,21,,2,13,, +leachto01,1918,1,PIT,NL,30,72,14,14,2,3,0,5,2,,19,5,,0,3,, +learfr01,1918,1,CHN,NL,2,1,0,0,0,0,0,0,0,,1,0,,0,0,, +leibone01,1918,1,CHA,AL,116,440,57,110,14,7,0,31,13,,63,32,,0,10,, +leifile01,1918,1,SLA,AL,15,19,0,1,1,0,0,1,0,,1,5,,0,0,, +leonadu01,1918,1,BOS,AL,16,43,2,8,0,0,0,3,0,,6,6,,0,2,, +lovesl01,1918,1,NYA,AL,38,74,7,17,3,2,0,4,0,,3,20,,0,1,, +lowdegr01,1918,1,SLA,AL,13,28,3,7,3,0,0,2,0,,1,5,,0,0,, +luderfr01,1918,1,PHI,NL,125,468,54,135,23,2,5,67,4,,42,33,,3,9,, +luquedo01,1918,1,CIN,NL,13,28,5,9,2,1,0,5,2,,4,7,,1,1,, +lynnby01,1918,1,CHA,AL,5,8,0,2,0,0,0,0,0,,2,1,,0,0,, +mageele01,1918,1,CIN,NL,119,459,61,133,22,13,0,28,19,,28,19,,0,27,, +mageesh01,1918,1,CIN,NL,115,400,46,119,15,13,2,76,14,,37,18,,9,10,, +mainal01,1918,1,PHI,NL,9,11,0,1,1,0,0,0,0,,0,2,,0,1,, +maisefr01,1918,1,SLA,AL,90,284,43,66,4,2,0,16,11,,46,17,,1,23,, +mamaual01,1918,1,BRO,NL,2,2,0,0,0,0,0,0,0,,0,0,,0,0,, +mannle01,1918,1,CHN,NL,129,489,69,141,27,7,2,55,21,,38,45,,2,26,, +maranra01,1918,1,BSN,NL,11,38,3,12,0,1,0,3,0,,4,0,,0,0,, +marquru01,1918,1,BRO,NL,34,76,0,13,2,0,0,3,0,,2,14,,1,1,, +marsaar01,1918,1,NYA,AL,37,123,13,29,5,1,0,9,3,,5,3,,0,4,, +martisp01,1918,1,CHN,NL,9,16,0,3,1,0,0,0,0,,0,2,,0,1,, +massero01,1918,1,BSN,NL,66,203,20,59,6,2,0,18,1,,23,20,,0,4,, +matteed01,1918,1,WS1,AL,14,19,0,2,0,0,0,1,0,,0,4,,0,0,, +mattiwa01,1918,1,SLN,NL,8,14,0,2,0,0,0,1,0,,2,3,,2,0,, +mayerer01,1918,1,PHI,NL,13,37,3,8,0,2,0,7,0,,1,8,,0,3,, +mayerer01,1918,2,PIT,NL,15,42,6,7,1,3,0,3,0,,5,9,,0,1,, +mayerwa01,1918,1,BOS,AL,26,49,7,11,4,0,0,5,0,,7,7,,0,0,, +mayja01,1918,1,SLN,NL,29,45,2,3,0,0,1,3,0,,8,17,,0,4,, +maysca01,1918,1,BOS,AL,38,104,10,30,3,3,0,5,1,,9,15,,2,4,, +mcavowi01,1918,1,PHA,AL,83,271,14,66,5,3,0,32,5,,13,23,,2,9,, +mcbrige01,1918,1,WS1,AL,18,53,2,7,0,0,0,1,1,,0,11,,0,3,, +mccabbi01,1918,1,CHN,NL,29,45,9,8,0,1,0,5,2,,4,7,,0,1,, +mccabdi01,1918,1,BOS,AL,3,2,0,0,0,0,0,0,0,,0,0,,0,0,, +mccabti01,1918,1,SLA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mccarle01,1918,1,NY1,NL,86,257,16,69,7,3,0,24,3,,17,13,,3,9,, +mcgafpa01,1918,1,PHI,NL,54,192,17,39,3,2,1,8,3,,16,23,,1,10,, +mcgrabo01,1918,1,NYA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mchenau01,1918,1,SLN,NL,80,272,32,71,12,6,1,29,8,,21,24,,2,13,, +mcinnst01,1918,1,BOS,AL,117,423,40,115,11,5,0,56,10,,19,10,,2,32,, +mckecbi01,1918,1,PIT,NL,126,435,34,111,13,9,2,43,12,,24,22,,2,19,, +mcmulfr01,1918,1,CHA,AL,70,235,32,65,7,0,1,16,7,,25,26,,4,14,, +mcquige01,1918,1,CLE,AL,5,4,0,0,0,0,0,0,0,,1,4,,0,0,, +mcquihu01,1918,1,BSN,NL,1,4,0,1,0,0,0,0,0,,0,2,,0,0,, +meadole01,1918,1,SLN,NL,31,55,5,7,1,1,0,2,0,,2,17,,0,2,, +menzete01,1918,1,SLN,NL,1,3,0,0,0,0,0,0,0,,0,2,,0,0,, +merklfr01,1918,1,CHN,NL,129,482,55,143,25,5,3,65,21,,35,36,,4,20,, +meuseir01,1918,1,PHI,NL,124,473,48,132,25,6,4,62,18,,30,21,,1,7,, +milancl01,1918,1,WS1,AL,128,503,56,146,18,5,0,56,26,,36,14,,5,7,, +milleed02,1918,1,CLE,AL,32,96,9,22,4,3,0,3,2,,12,10,,1,2,, +milleel01,1918,1,NYA,AL,67,202,18,49,9,2,1,22,2,,19,17,,3,14,, +millefr02,1918,1,PIT,NL,23,57,4,6,1,0,0,3,0,,3,10,,0,7,, +milleha01,1918,1,BOS,AL,12,29,2,8,2,0,0,4,0,,0,4,,0,0,, +milleot01,1918,1,BRO,NL,75,228,8,44,6,1,0,8,1,,9,20,,2,2,, +milleto02,1918,1,BSN,NL,2,2,0,0,0,0,0,0,1,,0,0,,0,0,, +mitchcl01,1918,1,BRO,NL,10,24,2,6,1,1,0,2,0,,0,3,,0,1,, +mitchro01,1918,1,CHA,AL,2,2,0,0,0,0,0,0,0,,0,0,,0,1,, +mitchro01,1918,2,CIN,NL,5,14,2,3,0,0,0,0,0,,1,0,,0,0,, +mitchwi01,1918,1,DET,AL,1,2,0,0,0,0,0,0,0,,0,1,,0,0,, +mogrige01,1918,1,NYA,AL,48,79,7,15,3,1,0,9,1,,4,22,,0,6,, +mollwfr01,1918,1,PIT,NL,119,432,43,116,12,7,0,45,23,,23,24,,0,30,, +molynvi01,1918,1,BOS,AL,6,2,0,0,0,0,0,0,0,,0,2,,0,0,, +monroed01,1918,1,NYA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +morgara01,1918,1,WS1,AL,88,300,25,70,11,1,0,30,4,,28,14,,6,12,, +morribu01,1918,1,SLA,AL,4,4,0,1,0,0,0,0,0,,0,0,,0,0,, +mortogu01,1918,1,CLE,AL,30,77,4,12,5,1,0,2,0,,4,15,,0,0,, +mostijo01,1918,1,CHA,AL,10,33,4,9,2,2,0,4,1,,1,6,,0,1,, +munchja01,1918,1,PHA,AL,22,30,3,8,0,1,0,0,0,,0,5,,0,0,, +murphbu01,1918,1,BSN,NL,9,32,6,12,2,3,1,9,0,,3,5,,0,1,, +murphed02,1918,1,CHA,AL,91,286,36,85,9,3,0,23,6,,22,18,,1,12,, +myersel01,1918,1,PHA,AL,18,35,1,5,0,0,0,1,2,,0,4,,0,0,, +myershy01,1918,1,BRO,NL,107,407,36,104,9,8,4,40,17,,20,26,,1,11,, +napiebu01,1918,1,CHN,NL,1,3,0,1,0,0,0,0,0,,0,2,,0,0,, +nealegr01,1918,1,CIN,NL,107,371,57,100,11,11,1,32,23,,24,38,,6,17,, +nehfar01,1918,1,BSN,NL,35,95,8,16,3,0,0,3,0,,14,19,,0,6,, +niehobe01,1918,1,SLN,NL,22,84,5,15,2,0,0,5,2,,3,10,,0,3,, +niehobe01,1918,2,NY1,NL,7,23,3,6,0,0,0,1,0,,0,4,,0,0,, +nixonal01,1918,1,BRO,NL,6,11,1,5,0,0,0,0,0,,0,0,,0,0,, +northja01,1918,1,BSN,NL,7,13,1,2,0,0,0,0,0,,0,4,,0,2,, +nunamle01,1918,1,SLA,AL,85,274,22,71,9,2,0,22,6,,28,16,,5,8,, +oconnpa02,1918,1,NYA,AL,1,3,0,1,0,0,0,0,0,,0,1,,0,0,, +oeschjo01,1918,1,PHI,NL,30,60,2,5,1,0,0,2,0,,5,26,,0,1,, +ofarrbo01,1918,1,CHN,NL,52,113,9,32,7,3,1,14,0,,10,15,,1,1,, +ogdenja01,1918,1,NY1,NL,5,1,0,0,0,0,0,0,0,,0,0,,0,0,, +oldriru01,1918,1,PHA,AL,49,133,5,31,2,1,0,11,0,,8,10,,1,6,, +olsoniv01,1918,1,BRO,NL,126,506,63,121,16,4,1,17,21,,27,18,,6,14,, +omaraol01,1918,1,BRO,NL,121,450,29,96,8,1,1,24,11,,7,18,,10,22,, +oneilst01,1918,1,CLE,AL,114,359,34,87,8,7,1,35,5,,48,22,,7,6,, +onsloed01,1918,1,CLE,AL,2,6,0,1,0,0,0,0,0,,0,1,,0,0,, +orourfr01,1918,1,BRO,NL,4,12,0,2,0,0,0,2,0,,1,3,,0,0,, +package01,1918,1,SLN,NL,36,69,3,12,2,1,0,6,0,,2,9,,0,4,, +paskedo01,1918,1,CHN,NL,127,461,69,132,24,3,3,59,20,,53,49,,2,23,, +paulege01,1918,1,SLN,NL,125,461,33,126,15,3,0,52,11,,27,16,,2,16,, +pearcha01,1918,1,PHI,NL,60,164,16,40,3,2,0,18,5,,9,31,,3,4,, +peckiro01,1918,1,NYA,AL,122,446,59,103,15,3,0,43,12,,43,41,,3,25,, +perkicy01,1918,1,PHA,AL,68,218,9,41,4,1,1,14,1,,8,15,,0,4,, +perripo01,1918,1,NY1,NL,36,80,6,14,2,0,0,2,0,,3,19,,0,5,, +perrysc01,1918,1,PHA,AL,44,112,1,15,2,0,0,5,1,,4,33,,1,6,, +pertibi01,1918,1,BOS,AL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +peterjo02,1918,1,CLE,AL,1,1,0,0,0,0,0,0,0,,1,1,,0,0,, +pfeffje01,1918,1,BRO,NL,1,4,0,1,0,0,0,0,0,,0,0,,0,0,, +picinva01,1918,1,WS1,AL,47,148,13,34,3,3,0,12,0,,9,25,,0,5,, +pickch01,1918,1,CHN,NL,29,89,13,29,4,1,0,12,7,,14,4,,0,5,, +pickuty01,1918,1,PHI,NL,1,1,0,1,0,0,0,0,0,,0,0,,0,0,, +pierswi01,1918,1,PHA,AL,8,4,0,1,0,0,0,0,0,,0,2,,0,0,, +pinelba01,1918,1,CHA,AL,24,78,7,18,1,1,1,7,3,,7,8,,1,3,, +pippwa01,1918,1,NYA,AL,91,349,48,106,15,9,2,44,11,,22,34,,0,14,, +pitleja01,1918,1,PIT,NL,2,1,1,0,0,0,0,0,2,,1,0,,0,0,, +plittno01,1918,1,BRO,NL,1,1,1,1,0,0,0,1,0,,0,0,,0,0,, +powelra01,1918,1,BSN,NL,53,188,31,40,7,5,0,20,2,,29,30,,1,4,, +prattde01,1918,1,NYA,AL,126,477,65,131,19,7,2,55,12,,35,26,,2,23,, +prendmi01,1918,1,PHI,NL,33,85,1,7,0,0,0,4,0,,2,19,,0,2,, +quinnja01,1918,1,CHA,AL,6,18,1,4,1,1,0,3,0,,2,2,,0,0,, +raganpa01,1918,1,BSN,NL,30,71,4,13,1,0,0,3,0,,1,14,,0,4,, +raridbi01,1918,1,NY1,NL,69,183,15,41,5,1,0,17,1,,15,15,,0,9,, +rawlijo01,1918,1,BSN,NL,111,410,32,85,7,3,0,21,10,,30,31,,2,18,, +reesst01,1918,1,WS1,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reganmi01,1918,1,CIN,NL,23,27,7,8,1,0,0,0,1,,2,4,,0,0,, +rehgwa01,1918,1,BSN,NL,40,133,6,32,5,1,1,12,3,,5,14,,0,2,, +ricesa01,1918,1,WS1,AL,7,23,3,8,1,0,0,3,1,,2,0,,0,0,, +ringji01,1918,1,CIN,NL,21,50,6,6,2,0,0,1,0,,0,17,,0,4,, +risbesw01,1918,1,CHA,AL,82,273,36,70,12,3,1,27,5,,23,32,,3,5,, +roberdi01,1918,1,BRO,NL,14,30,1,9,1,0,0,4,0,,1,5,,0,0,, +robinha01,1918,1,NYA,AL,11,13,0,0,0,0,0,0,0,,0,1,,0,0,, +rodrijo01,1918,1,NY1,NL,50,125,15,20,0,2,0,15,6,,12,3,,1,5,, +rogerto01,1918,1,SLA,AL,29,53,7,13,3,1,0,3,0,,0,7,,0,3,, +rossge01,1918,1,NY1,NL,1,1,0,0,0,0,0,0,0,,0,1,,0,0,, +rothbr01,1918,1,CLE,AL,106,375,53,106,21,12,1,59,35,,53,41,,8,12,, +roushed01,1918,1,CIN,NL,113,435,61,145,18,10,5,62,24,,22,10,,2,33,, +rudoldi01,1918,1,BSN,NL,21,54,2,10,0,0,0,0,1,,0,6,,1,3,, +ruelmu01,1918,1,NYA,AL,3,6,0,2,0,0,0,0,1,,2,1,,0,0,, +ruethdu01,1918,1,CIN,NL,2,3,0,0,0,0,0,0,0,,0,2,,0,0,, +russeal01,1918,1,NYA,AL,29,42,3,7,0,0,0,4,0,,4,8,,0,4,, +russejo01,1918,1,BRO,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +russere01,1918,1,CHA,AL,27,50,2,7,3,0,0,3,0,,0,6,,1,4,, +ruthba01,1918,1,BOS,AL,95,317,50,95,26,11,11,66,6,,58,58,,2,3,, +sallesl01,1918,1,NY1,NL,18,41,2,5,0,0,0,3,0,,3,6,,0,4,, +sandero01,1918,1,PIT,NL,28,53,7,8,0,2,0,5,0,,3,7,,0,2,, +sandero02,1918,1,NYA,AL,6,7,0,0,0,0,0,0,0,,0,6,,0,0,, +schaege01,1918,1,CLE,AL,1,5,2,0,0,0,0,0,1,,0,0,,0,0,, +schalra01,1918,1,CHA,AL,108,333,35,73,6,3,0,22,12,,36,22,,3,15,, +schanwa01,1918,1,BOS,AL,88,225,36,55,7,1,0,20,4,,46,35,,2,9,, +schmara01,1918,1,BRO,NL,34,114,11,35,5,4,0,18,1,,7,7,,0,1,, +schmiwa01,1918,1,PIT,NL,105,323,31,77,6,3,0,27,7,,17,19,,2,14,, +schnepe01,1918,1,CIN,NL,36,83,11,24,3,2,1,7,0,,0,12,,0,3,, +schulfr01,1918,1,WS1,AL,93,267,35,77,14,3,0,44,5,,47,36,,6,9,, +schupfe01,1918,1,NY1,NL,10,9,1,1,0,0,0,0,0,,1,2,,0,0,, +scottev01,1918,1,BOS,AL,126,443,40,98,11,5,0,43,11,,12,16,,0,26,, +severha01,1918,1,SLA,AL,51,133,8,34,4,0,0,11,4,,18,4,,3,2,, +shankho01,1918,1,WS1,AL,120,436,42,112,19,4,1,56,23,,31,21,,4,17,, +shannre01,1918,1,PHA,AL,72,225,23,54,6,5,0,16,5,,42,52,,3,8,, +shawbe01,1918,1,PIT,NL,21,36,5,7,1,0,0,2,0,,2,2,,2,0,, +shawji01,1918,1,WS1,AL,41,83,2,11,1,1,0,4,0,,1,24,,0,3,, +shawkbo01,1918,1,NYA,AL,3,4,1,3,0,0,0,0,0,,1,0,,0,1,, +sheanda01,1918,1,BOS,AL,115,425,58,112,16,3,0,34,11,,40,25,,3,36,, +sheare01,1918,1,PHA,AL,3,3,0,0,0,0,0,0,0,,0,1,,0,0,, +shellfr01,1918,1,CHA,AL,29,54,4,7,1,0,0,1,0,,8,25,,0,5,, +sherdbi01,1918,1,SLN,NL,35,62,7,15,3,1,1,8,0,,2,10,,0,2,, +sherire01,1918,1,BRO,NL,2,4,0,1,0,0,0,0,1,,1,0,,0,0,, +shockur01,1918,1,SLA,AL,14,34,1,11,3,0,0,3,0,,3,9,,0,0,, +shottbu01,1918,1,WS1,AL,126,505,68,132,16,7,0,21,25,,67,28,,1,3,, +sickied01,1918,1,NY1,NL,46,132,9,33,4,0,0,12,2,,6,11,,0,2,, +sislege01,1918,1,SLA,AL,114,452,69,154,21,9,2,41,45,,40,17,,5,9,, +slapncy01,1918,1,PIT,NL,7,14,0,1,0,0,0,1,0,,1,6,,1,2,, +smithea01,1918,1,SLA,AL,89,286,28,77,10,5,0,32,13,,13,16,,1,19,, +smithge02,1918,1,CIN,NL,10,17,0,0,0,0,0,1,0,,1,8,,0,1,, +smithge02,1918,2,NY1,NL,5,8,2,2,0,0,0,0,0,,0,2,,0,1,, +smithge02,1918,3,BRO,NL,8,15,1,3,0,0,0,0,0,,2,8,,0,1,, +smithha06,1918,1,CIN,NL,13,27,4,5,1,2,0,4,1,,3,6,,0,0,, +smithja03,1918,1,SLN,NL,42,166,24,35,2,1,0,4,5,,7,21,,4,4,, +smithji01,1918,1,BSN,NL,34,102,8,23,3,4,1,14,1,,3,13,,1,6,, +smithre02,1918,1,BSN,NL,119,429,55,128,20,3,2,65,8,,45,47,,6,20,, +smithre03,1918,1,PIT,NL,15,24,1,4,1,0,0,3,0,,3,0,,0,1,, +smythre01,1918,1,SLN,NL,40,113,19,24,1,2,0,4,3,,16,11,,1,2,, +snydefr01,1918,1,SLN,NL,39,112,5,28,7,1,0,10,4,,6,13,,0,2,, +sothoal01,1918,1,SLA,AL,29,63,5,10,1,0,0,5,0,,3,21,,0,4,, +southbi01,1918,1,PIT,NL,64,246,37,84,5,7,2,43,19,,26,9,,2,1,, +speaktr01,1918,1,CLE,AL,127,471,73,150,33,11,0,61,27,,64,9,,3,11,, +spenctu01,1918,1,DET,AL,66,155,11,34,8,1,0,8,1,,19,18,,2,2,, +stanaos01,1918,1,DET,AL,54,186,9,47,4,0,1,14,2,,11,18,,0,3,, +stansja01,1918,1,BOS,AL,20,47,3,6,1,0,0,2,0,,6,3,,1,4,, +steelbo01,1918,1,PIT,NL,10,16,1,2,0,1,0,0,1,,1,3,,0,0,, +steelbo01,1918,2,NY1,NL,12,21,3,6,0,1,0,2,2,,2,2,,0,0,, +stengca01,1918,1,PIT,NL,39,122,18,30,4,1,1,12,11,,16,14,,2,2,, +stockmi01,1918,1,PHI,NL,123,481,62,132,14,1,1,42,20,,35,22,,1,18,, +strunam01,1918,1,BOS,AL,114,413,50,106,18,9,0,35,20,,36,13,,0,22,, +terryze01,1918,1,BSN,NL,28,105,17,32,2,2,0,8,1,,8,14,,1,4,, +tesreje01,1918,1,NY1,NL,12,22,2,7,1,0,0,1,1,,1,3,,0,2,, +thomafr02,1918,1,BOS,AL,44,144,19,37,2,1,1,11,4,,15,20,,1,4,, +thomapi01,1918,1,CLE,AL,32,73,2,18,0,1,0,5,0,,6,6,,0,3,, +thormha01,1918,1,NYA,AL,16,39,3,3,1,0,0,2,0,,1,16,,0,4,, +thorpji01,1918,1,NY1,NL,58,113,15,28,4,4,1,11,3,,4,18,,2,0,, +tincube01,1918,1,PHI,NL,11,8,0,1,1,0,0,0,0,,0,4,,0,0,, +tobinja01,1918,1,SLA,AL,122,480,59,133,19,5,0,36,13,,48,26,,5,17,, +toneyfr01,1918,1,CIN,NL,21,42,2,9,2,0,0,4,0,,0,9,,0,3,, +toneyfr01,1918,2,NY1,NL,11,32,1,6,1,0,0,2,0,,0,7,,0,0,, +tragewa01,1918,1,BSN,NL,7,1,0,0,0,0,0,0,0,,0,0,,0,0,, +truesfr01,1918,1,BOS,AL,15,36,6,10,1,0,0,2,1,,4,5,,0,2,, +tueroos01,1918,1,SLN,NL,12,12,2,3,0,0,0,0,0,,0,1,,0,0,, +turnete01,1918,1,CLE,AL,74,233,24,58,7,2,0,23,6,,22,15,,1,13,, +tylerle01,1918,1,CHN,NL,38,100,9,21,1,0,0,8,0,,9,15,,0,3,, +uphambi01,1918,1,BSN,NL,3,9,0,2,0,0,0,0,0,,1,1,,0,0,, +vanceda01,1918,1,NYA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vaughhi01,1918,1,CHN,NL,35,96,13,23,3,2,0,8,4,,6,21,,0,4,, +veachbo01,1918,1,DET,AL,127,499,59,139,21,13,3,78,21,,35,23,,4,17,, +vicksa01,1918,1,NYA,AL,2,3,1,2,0,0,0,1,0,,0,0,,0,0,, +vittos01,1918,1,DET,AL,81,267,29,64,5,2,0,17,5,,32,6,,0,20,, +wagnebi01,1918,1,BSN,NL,13,47,2,10,0,0,1,7,0,,4,5,,0,1,, +wagnehe01,1918,1,BOS,AL,3,8,0,1,0,0,0,0,0,,1,0,,0,0,, +walkefr01,1918,1,DET,AL,55,167,10,33,10,3,1,20,3,,7,29,,1,4,, +walkero01,1918,1,CHN,NL,13,11,0,0,0,0,0,0,0,,1,5,,0,1,, +walketi01,1918,1,PHA,AL,114,414,56,122,20,0,11,48,8,,41,44,,1,10,, +wallabo01,1918,1,SLN,NL,32,98,3,15,1,0,0,4,1,,6,9,,0,4,, +waltero01,1918,1,NYA,AL,64,191,18,38,5,1,0,12,3,,9,18,,1,4,, +wambsbi01,1918,1,CLE,AL,87,315,34,93,15,2,0,40,16,,21,21,,3,17,, +wardaa01,1918,1,NYA,AL,20,32,2,4,1,0,0,1,1,,2,7,,0,2,, +wardch01,1918,1,BRO,NL,2,6,0,2,0,0,0,3,0,,0,0,,0,1,, +watsomi01,1918,1,PHI,NL,23,40,0,3,0,0,0,1,0,,0,9,,0,1,, +watsomu01,1918,1,PHA,AL,21,47,0,6,1,0,0,3,0,,1,17,,0,1,, +weavebu01,1918,1,CHA,AL,112,420,37,126,12,5,0,29,20,,11,24,,3,19,, +weaveha01,1918,1,CHN,NL,8,8,0,2,0,0,0,0,1,,0,3,,0,0,, +wheatma01,1918,1,BRO,NL,57,157,11,34,7,1,1,3,2,,8,24,,0,4,, +wheatza01,1918,1,BRO,NL,105,409,39,137,15,3,0,51,9,,16,17,,6,5,, +wheeldi01,1918,1,SLN,NL,3,6,0,0,0,0,0,0,0,,0,3,,0,0,, +whitege01,1918,1,BOS,AL,71,214,24,57,14,0,1,28,9,,20,9,,2,12,, +whittpo01,1918,1,PHI,NL,24,86,7,21,4,0,0,3,4,,4,10,,0,0,, +wicklal01,1918,1,BSN,NL,95,332,55,87,7,13,4,32,12,,53,39,,2,12,, +wilhojo01,1918,1,NY1,NL,64,135,13,37,3,3,0,15,4,,17,14,,0,4,, +wilkiro01,1918,1,CLE,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +willicy01,1918,1,PHI,NL,94,351,49,97,14,1,6,39,10,,27,30,,5,15,, +willike01,1918,1,SLA,AL,2,1,0,0,0,0,0,1,0,,1,0,,0,0,, +willile01,1918,1,CHA,AL,15,38,4,5,0,0,0,2,0,,1,14,,0,3,, +williri01,1918,1,CLE,AL,28,71,5,17,2,2,0,7,2,,9,6,,0,6,, +willski01,1918,1,CHA,AL,4,1,2,0,0,0,0,0,0,,1,1,,0,1,, +wilsoar01,1918,1,BSN,NL,89,280,15,69,8,2,0,19,5,,24,31,,2,5,, +wingoiv01,1918,1,CIN,NL,100,323,35,82,15,6,0,31,6,,19,18,,1,7,, +wolfgme01,1918,1,CHA,AL,5,2,1,1,0,0,0,2,0,,0,0,,0,0,, +woodjo02,1918,1,CLE,AL,119,422,41,125,22,4,5,66,8,,36,38,,3,20,, +woodwfr01,1918,1,PHI,NL,2,3,1,1,0,0,0,0,0,,0,0,,0,0,, +wortmch01,1918,1,CHN,NL,17,17,4,2,0,0,1,3,3,,1,2,,0,0,, +wrighra02,1918,1,SLA,AL,18,34,5,10,0,0,0,3,0,,6,5,,0,2,, +wyckowe01,1918,1,BOS,AL,1,1,0,0,0,0,0,0,0,,0,1,,0,0,, +yellear01,1918,1,DET,AL,56,144,7,25,3,0,0,7,0,,9,15,,1,3,, +yinglea01,1918,1,WS1,AL,8,15,1,7,0,0,0,2,0,,2,1,,1,0,, +youngra01,1918,1,DET,AL,91,298,31,56,7,1,0,21,15,,54,17,,0,16,, +youngro01,1918,1,NY1,NL,121,474,70,143,16,8,1,25,10,,44,49,,6,8,, +zachato01,1918,1,PHA,AL,2,4,1,2,0,0,0,0,0,,0,0,,0,0,, +zeidero01,1918,1,CHN,NL,82,251,31,56,3,2,0,26,16,,23,20,,0,14,, +zimmehe01,1918,1,NY1,NL,121,463,43,126,19,10,1,56,14,,13,23,,1,11,, +adamsba01,1919,1,PIT,NL,34,92,2,17,2,1,0,4,0,,6,13,,0,3,, +adamsbe01,1919,1,PHI,NL,78,232,14,54,7,2,1,17,4,,6,27,,0,3,, +adamswi01,1919,1,PHA,AL,1,2,0,0,0,0,0,0,0,,0,1,,0,0,, +agnewsa01,1919,1,WS1,AL,42,98,6,23,7,0,0,10,1,,10,8,,1,9,, +ainsmed01,1919,1,DET,AL,114,364,42,99,17,12,3,32,9,,45,30,,1,12,, +alexape01,1919,1,CHN,NL,30,70,6,12,1,0,0,4,0,,10,18,,0,4,, +allenbo02,1919,1,PHA,AL,9,22,3,3,1,0,0,0,0,,3,7,,1,0,, +allenho01,1919,1,BRO,NL,4,7,0,0,0,0,0,0,0,,0,2,,0,0,, +allenni01,1919,1,CIN,NL,15,25,7,8,0,1,0,5,0,,2,6,,1,0,, +altroni01,1919,1,WS1,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +amesre01,1919,1,SLN,NL,23,18,0,4,0,0,0,1,0,,0,7,,0,1,, +amesre01,1919,2,PHI,NL,3,5,0,2,1,0,0,1,0,,0,1,,0,0,, +anderwa01,1919,1,PHA,AL,3,4,0,0,0,0,0,0,0,,0,3,,0,1,, +austiji01,1919,1,SLA,AL,106,396,54,94,9,9,1,21,8,,42,31,,2,10,, +ayersdo01,1919,1,WS1,AL,11,12,0,5,0,0,0,1,0,,1,1,,0,0,, +ayersdo01,1919,2,DET,AL,24,24,1,3,1,0,0,1,0,,0,2,,1,2,, +bagbyji01,1919,1,CLE,AL,37,89,8,23,4,0,1,8,0,,8,13,,0,4,, +bailege01,1919,1,BSN,NL,4,6,0,2,0,0,0,1,1,,0,2,,0,0,, +bailesw01,1919,1,CHN,NL,21,18,1,7,1,0,0,1,0,,3,3,,0,0,, +bairdal01,1919,1,NY1,NL,38,83,8,20,1,0,0,5,3,,5,9,,0,1,, +bairddo01,1919,1,PHI,NL,66,242,33,61,13,3,2,30,13,,22,28,,1,7,, +bairddo01,1919,2,SLN,NL,16,33,4,7,0,1,0,4,2,,2,3,,0,2,, +bairddo01,1919,3,BRO,NL,20,60,6,11,0,1,0,8,3,,1,10,,0,7,, +bakerfr01,1919,1,NYA,AL,141,567,70,166,22,1,10,83,13,,44,18,,2,9,, +bakerje02,1919,1,WS1,AL,1,0,0,0,0,0,0,1,0,,0,0,,0,0,, +bancrda01,1919,1,PHI,NL,92,335,45,91,13,7,0,25,8,,31,30,,0,9,, +barbawa01,1919,1,PIT,NL,85,293,34,80,11,5,1,34,11,,18,18,,1,16,, +barbetu01,1919,1,CHN,NL,76,230,26,72,9,4,0,21,7,,14,17,,1,10,, +barneje01,1919,1,NY1,NL,46,120,14,32,5,1,0,14,0,,1,8,,0,7,, +barnevi01,1919,1,NY1,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barryja01,1919,1,BOS,AL,31,108,13,26,5,1,0,2,2,,5,5,,3,9,, +baynebi01,1919,1,SLA,AL,2,5,0,2,0,0,0,0,0,,0,3,,0,0,, +bentoru01,1919,1,NY1,NL,35,67,5,13,0,0,1,7,0,,0,8,,0,3,, +benzjo01,1919,1,CHA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bigbeca01,1919,1,PIT,NL,125,478,61,132,11,4,2,27,31,,37,26,,3,7,, +billijo01,1919,1,SLA,AL,38,76,9,15,1,1,0,3,0,,1,12,,1,4,, +blackfr01,1919,1,PIT,NL,24,65,3,14,3,0,0,4,0,,3,9,,1,3,, +blackle01,1919,1,BSN,NL,31,80,5,21,3,1,0,4,3,,6,7,,1,5,, +blackle01,1919,2,PHI,NL,72,291,32,58,10,5,2,19,2,,10,22,,1,23,, +bodiepi01,1919,1,NYA,AL,134,475,45,132,27,8,6,59,15,,36,46,,4,17,, +boeckto01,1919,1,PIT,NL,45,152,18,38,9,2,0,16,11,,18,20,,1,7,, +boeckto01,1919,2,BSN,NL,95,365,42,91,11,5,1,26,10,,35,13,,1,4,, +bolanbe01,1919,1,DET,AL,35,74,2,8,1,1,0,4,0,,8,18,,0,3,, +boldebi01,1919,1,SLN,NL,3,3,0,1,0,0,0,0,0,,0,0,,0,0,, +booneda01,1919,1,PHA,AL,3,4,0,0,0,0,0,0,0,,0,1,,0,0,, +bowench01,1919,1,NY1,NL,3,5,0,1,0,0,0,1,0,,1,2,,0,0,, +bressru01,1919,1,CIN,NL,61,165,22,34,3,4,2,17,2,,23,15,,2,7,, +bronkhe01,1919,1,SLA,AL,67,196,23,50,6,4,0,14,2,,23,23,,1,6,, +burnsge01,1919,1,NY1,NL,139,534,86,162,30,9,2,46,40,,82,37,,0,8,, +burnsge02,1919,1,PHA,AL,126,470,63,139,29,9,8,57,15,,19,18,,12,6,, +burrudi01,1919,1,PHA,AL,70,194,17,50,3,4,0,8,2,,9,25,,1,2,, +bushdo01,1919,1,DET,AL,129,509,82,124,11,6,0,26,22,,75,36,,2,16,, +bushjo01,1919,1,BOS,AL,5,5,1,2,0,0,0,2,0,,0,1,,0,0,, +cadorle01,1919,1,BRO,NL,35,87,4,14,2,0,0,7,0,,2,21,,0,0,, +cadyhi01,1919,1,PHI,NL,34,98,6,21,6,0,1,19,1,,4,8,,1,3,, +caldwra02,1919,1,BOS,AL,33,48,5,13,1,1,0,4,0,,0,9,,0,3,, +caldwra02,1919,2,CLE,AL,6,23,4,8,4,0,0,2,0,,0,4,,0,0,, +callale01,1919,1,PHI,NL,81,235,26,54,14,4,1,9,5,,29,19,,1,6,, +cantwmi01,1919,1,PHI,NL,5,9,1,2,0,0,0,2,0,,0,3,,0,0,, +careyma01,1919,1,PIT,NL,66,244,41,75,10,2,0,9,18,,25,24,,2,4,, +carlsha01,1919,1,PIT,NL,22,43,3,7,1,1,0,3,0,,1,14,,1,1,, +carrodi02,1919,1,BSN,NL,15,49,10,13,3,1,0,7,5,,7,1,,2,1,, +cartepa01,1919,1,CHN,NL,29,26,2,7,0,0,0,2,0,,0,4,,0,0,, +catonho01,1919,1,PIT,NL,39,102,13,18,1,2,0,5,2,,12,10,,0,6,, +causere01,1919,1,NY1,NL,21,38,5,5,0,1,0,2,0,,2,13,,0,1,, +causere01,1919,2,BSN,NL,10,21,0,2,0,0,0,2,0,,0,6,,0,2,, +cavanjo01,1919,1,PHI,NL,1,1,0,0,0,0,0,0,0,,0,1,,0,0,, +chapmra01,1919,1,CLE,AL,115,433,75,130,23,10,3,53,18,,31,38,,3,50,, +chaseha01,1919,1,NY1,NL,110,408,58,116,17,7,5,45,16,,17,40,,3,15,, +chenela01,1919,1,BRO,NL,9,11,0,2,0,0,0,1,0,,0,3,,0,0,, +chenela01,1919,2,BSN,NL,8,11,1,2,0,0,0,0,0,,2,4,,0,0,, +chenela01,1919,3,PHI,NL,9,21,0,2,0,0,0,1,0,,0,1,,0,0,, +chrisll01,1919,1,BSN,NL,7,31,5,9,1,0,0,4,0,,2,2,,0,1,, +cicoted01,1919,1,CHA,AL,40,99,5,20,0,1,0,8,0,,9,18,,0,11,, +clarkni01,1919,1,PHI,NL,26,62,4,15,3,0,0,2,1,,4,5,,1,1,, +clemove01,1919,1,SLN,NL,88,239,14,63,13,2,2,22,4,,26,13,,0,5,, +cobbty01,1919,1,DET,AL,124,497,92,191,36,13,1,70,28,,38,22,,1,9,, +collied01,1919,1,CHA,AL,140,518,87,165,19,7,4,80,33,,68,27,,2,40,, +collipa01,1919,1,SLA,AL,11,21,2,3,1,0,0,1,0,,4,2,,0,0,, +collish01,1919,1,CHA,AL,63,179,21,50,6,3,1,16,3,,7,11,,3,6,, +cooneji02,1919,1,NY1,NL,5,14,3,3,0,0,0,1,0,,0,0,,0,1,, +coopewi01,1919,1,PIT,NL,36,101,9,29,2,2,0,7,5,,4,9,,1,1,, +coumbfr01,1919,1,CLE,AL,8,6,0,3,0,0,0,4,0,,0,0,,0,1,, +courtha01,1919,1,WS1,AL,4,10,0,2,0,0,0,3,0,,0,3,,0,1,, +covelst01,1919,1,CLE,AL,43,94,10,20,5,1,0,6,0,,13,31,,0,3,, +craftmo01,1919,1,WS1,AL,16,18,1,2,0,0,0,1,0,,0,6,,0,1,, +cravaga01,1919,1,PHI,NL,83,214,34,73,18,5,12,45,8,,35,21,,2,4,, +cruiswa01,1919,1,SLN,NL,9,21,0,2,1,0,0,0,0,,1,6,,0,0,, +cruiswa01,1919,2,BSN,NL,73,241,23,52,7,0,1,21,8,,17,29,,0,8,, +cuetoma01,1919,1,CIN,NL,29,88,10,22,2,0,0,4,5,,10,4,,2,5,, +cunnige01,1919,1,DET,AL,26,23,4,5,0,0,0,5,0,,9,8,,0,0,, +cutshge01,1919,1,PIT,NL,139,512,49,124,15,8,3,51,36,,30,22,,2,16,, +dalyto02,1919,1,CHN,NL,25,50,4,11,0,1,0,1,0,,2,5,,0,1,, +danfoda01,1919,1,CHA,AL,15,9,0,1,1,0,0,0,0,,2,2,,0,1,, +daubeja01,1919,1,CIN,NL,140,537,79,148,10,12,2,44,11,,35,23,,2,39,, +daussho01,1919,1,DET,AL,34,97,7,14,2,1,0,14,1,,5,24,,1,5,, +davenda01,1919,1,SLA,AL,24,39,4,3,0,0,0,1,0,,2,20,,0,3,, +davidcl01,1919,1,WS1,AL,2,7,1,3,0,0,0,0,0,,1,1,,0,1,, +davisik01,1919,1,WS1,AL,8,14,0,0,0,0,0,0,0,,0,6,,0,0,, +dealch01,1919,1,CHN,NL,116,405,37,117,23,5,2,52,11,,12,12,,4,22,, +demaral01,1919,1,BSN,NL,25,42,1,2,0,0,0,1,1,,1,11,,0,0,, +demmira01,1919,1,SLA,AL,79,202,19,48,11,2,1,19,3,,14,27,,1,4,, +dillhpi01,1919,1,SLN,NL,45,108,11,23,3,2,0,12,5,,8,6,,0,3,, +doakbi01,1919,1,SLN,NL,31,64,2,7,0,0,0,2,0,,2,20,,1,5,, +douglph01,1919,1,CHN,NL,25,51,3,8,2,0,0,3,0,,1,10,,0,3,, +douglph01,1919,2,NY1,NL,8,15,0,0,0,0,0,0,0,,0,2,,0,1,, +dowdsn01,1919,1,DET,AL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +dowdsn01,1919,2,PHA,AL,13,18,4,3,0,0,0,6,2,,0,5,,0,0,, +doylela01,1919,1,NY1,NL,113,381,61,110,14,10,7,52,12,,31,17,,5,3,, +dubucje01,1919,1,NY1,NL,37,42,2,6,1,1,0,2,0,,0,6,,0,0,, +duganjo01,1919,1,PHA,AL,104,387,25,105,17,2,1,30,9,,11,30,,5,9,, +dumonge01,1919,1,BOS,AL,13,7,2,0,0,0,0,0,0,,2,5,,0,0,, +duncapa01,1919,1,CIN,NL,31,90,9,22,3,3,2,17,2,,8,7,,0,5,, +dyerbe01,1919,1,DET,AL,44,85,11,21,4,0,0,15,0,,8,19,,0,1,, +dykesji01,1919,1,PHA,AL,17,49,4,9,1,0,0,1,0,,7,11,,0,0,, +eckerch01,1919,1,PHA,AL,2,6,0,1,0,0,0,0,0,,0,2,,0,0,, +ehmkeho01,1919,1,DET,AL,33,91,6,23,3,1,0,5,0,,3,12,,0,3,, +ellerfr01,1919,1,WS1,AL,28,105,13,29,4,1,0,16,5,,2,15,,0,9,, +ellerho01,1919,1,CIN,NL,38,93,10,26,3,3,1,13,2,,0,16,,1,1,, +ellisba01,1919,1,DET,AL,56,134,18,29,4,0,0,11,4,,13,24,,1,6,, +engeljo01,1919,1,CLE,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +enzmajo01,1919,1,CLE,AL,14,15,1,2,1,0,0,1,0,,1,5,,1,1,, +ericker01,1919,1,DET,AL,3,5,0,1,0,0,0,1,0,,0,2,,0,0,, +ericker01,1919,2,WS1,AL,20,48,4,7,2,0,0,4,0,,3,22,,0,4,, +evansbi01,1919,1,PIT,NL,7,11,0,0,0,0,0,0,0,,1,3,,0,1,, +evansjo01,1919,1,CLE,AL,21,14,9,1,0,0,0,0,1,,2,1,,0,0,, +ewoldar01,1919,1,PHA,AL,9,32,2,7,1,0,0,2,0,,1,5,,0,0,, +faberre01,1919,1,CHA,AL,25,54,8,10,0,0,0,4,0,,6,20,,0,3,, +faethto01,1919,1,CLE,AL,6,4,0,0,0,0,0,0,0,,0,3,,0,0,, +faircra01,1919,1,PHI,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +felscha01,1919,1,CHA,AL,135,502,68,138,34,11,7,86,19,,40,35,,6,19,, +fewstch01,1919,1,NYA,AL,81,244,38,69,9,3,1,15,8,,34,36,,7,8,, +fillida01,1919,1,BSN,NL,32,65,3,16,2,0,0,3,0,,1,16,,0,4,, +fishbsa01,1919,1,SLN,NL,9,6,0,2,1,0,0,2,0,,0,0,,0,0,, +fishebo01,1919,1,SLN,NL,3,11,0,3,1,0,0,1,0,,0,2,,0,1,, +fishecl01,1919,1,WS1,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fishera01,1919,1,CIN,NL,26,59,11,16,1,0,0,5,1,,4,7,,0,2,, +fitzsto01,1919,1,BRO,NL,4,4,1,0,0,0,0,0,0,,1,2,,0,0,, +flackma01,1919,1,CHN,NL,116,469,71,138,20,4,6,35,18,,34,13,,3,11,, +flagsir01,1919,1,DET,AL,97,287,43,95,22,3,5,41,6,,35,39,,7,13,, +fletcar01,1919,1,NY1,NL,127,488,54,135,20,5,3,54,6,,9,28,,7,12,, +fordho01,1919,1,BSN,NL,10,28,4,6,0,1,0,3,0,,2,6,,1,1,, +fosteed02,1919,1,WS1,AL,120,478,57,126,12,5,0,26,20,,33,21,,2,13,, +fribebe01,1919,1,CHN,NL,8,20,0,4,1,0,0,1,0,,0,2,,0,0,, +friscfr01,1919,1,NY1,NL,54,190,21,43,3,2,2,24,15,,4,14,,0,3,, +gainede01,1919,1,BOS,AL,47,118,9,28,6,2,0,13,5,,13,15,,1,5,, +gallibe01,1919,1,SLA,AL,34,72,6,11,1,0,1,8,1,,5,22,,0,4,, +galloch01,1919,1,PHA,AL,17,63,2,9,0,0,0,4,0,,1,8,,0,2,, +gandich01,1919,1,CHA,AL,115,441,54,128,24,7,1,60,10,,20,20,,3,16,, +gardnla01,1919,1,CLE,AL,139,524,67,157,29,7,2,79,7,,39,29,,3,31,, +gearybo01,1919,1,PHA,AL,9,10,0,5,0,0,0,3,0,,1,2,,0,0,, +gedeojo01,1919,1,SLA,AL,120,437,57,111,13,4,0,27,4,,50,35,,7,40,, +gerbewa01,1919,1,SLA,AL,140,462,43,105,14,6,1,37,1,,49,36,,5,28,, +gerneed01,1919,1,CIN,NL,6,6,1,1,1,0,0,3,1,,0,2,,0,0,, +gharrpa01,1919,1,WS1,AL,111,347,35,94,19,4,2,43,4,,25,39,,3,10,, +gilhofr01,1919,1,BOS,AL,48,112,14,27,4,0,0,1,2,,12,8,,0,3,, +gilled01,1919,1,WS1,AL,16,7,0,0,0,0,0,0,0,,1,1,,0,0,, +gleicfr01,1919,1,NYA,AL,5,4,0,1,0,0,0,1,0,,1,0,,0,0,, +gonzami01,1919,1,NY1,NL,58,158,18,30,6,0,0,8,3,,20,9,,3,4,, +goodwma01,1919,1,SLN,NL,34,60,7,12,0,1,0,2,0,,6,6,,0,1,, +gowdyha01,1919,1,BSN,NL,78,219,18,61,8,1,1,22,5,,19,16,,1,6,, +graneja01,1919,1,CLE,AL,128,461,79,108,22,8,1,30,7,,105,39,,3,16,, +grevebi01,1919,1,PHA,AL,5,5,0,0,0,0,0,0,0,,0,4,,0,0,, +griffiv01,1919,1,PHA,AL,17,68,5,20,2,2,0,6,0,,3,10,,1,0,, +griffto01,1919,1,BRO,NL,125,484,65,136,18,4,6,57,8,,23,32,,1,11,, +grimebu01,1919,1,BRO,NL,26,69,8,17,4,0,0,12,1,,0,10,,0,2,, +grimmch01,1919,1,PIT,NL,14,44,6,14,1,3,0,6,1,,2,4,,0,1,, +grohhe01,1919,1,CIN,NL,122,448,79,139,17,11,5,63,21,,56,26,,4,15,, +grohle01,1919,1,PHA,AL,2,4,0,0,0,0,0,0,0,,0,2,,0,0,, +grovero01,1919,1,PHA,AL,22,56,8,13,1,0,0,2,0,,5,6,,0,7,, +grovero01,1919,2,WS1,AL,24,75,6,14,0,0,0,7,2,,6,10,,1,2,, +haidha01,1919,1,SLA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +halasge01,1919,1,NYA,AL,12,22,0,2,0,0,0,0,0,,0,8,,0,0,, +hamilea01,1919,1,PIT,NL,28,52,2,7,0,0,0,3,1,,3,18,,1,1,, +hannatr01,1919,1,NYA,AL,75,227,14,54,8,3,1,20,0,,22,19,,3,8,, +harpeha01,1919,1,WS1,AL,35,65,3,11,3,0,0,7,0,,1,17,,0,2,, +harribu01,1919,1,WS1,AL,8,28,0,6,2,0,0,4,0,,1,3,,1,1,, +harrijo03,1919,1,CLE,AL,62,184,30,69,16,1,1,46,2,,33,21,,1,9,, +hastybo01,1919,1,PHA,AL,2,3,0,1,0,0,0,0,0,,0,0,,0,1,, +heathcl01,1919,1,SLN,NL,114,401,53,112,13,4,1,29,27,,20,41,,1,11,, +heilmha01,1919,1,DET,AL,140,537,74,172,30,15,8,93,7,,37,41,,2,18,, +hendrcl01,1919,1,CHN,NL,36,78,6,15,1,0,1,6,0,,2,19,,0,0,, +heniola01,1919,1,BRO,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +herzobu01,1919,1,BSN,NL,73,275,27,77,8,5,1,25,16,,13,11,,6,13,, +herzobu01,1919,2,CHN,NL,52,193,15,53,4,4,0,17,12,,10,7,,8,7,, +hickmji01,1919,1,BRO,NL,57,104,14,20,3,1,0,11,2,,6,17,,0,2,, +highch01,1919,1,PHA,AL,11,29,2,2,0,0,0,1,2,,3,4,,1,2,, +hillca01,1919,1,PIT,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hofmafr01,1919,1,NYA,AL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +hoggbr01,1919,1,PHI,NL,25,60,5,17,3,0,0,5,0,,2,5,,1,1,, +holkewa01,1919,1,BSN,NL,137,518,48,151,14,6,0,48,19,,21,25,,5,26,, +holloch01,1919,1,CHN,NL,115,430,51,116,14,5,3,26,16,,44,19,,7,21,, +hoopeha01,1919,1,BOS,AL,128,491,76,131,25,6,3,49,23,,79,28,,5,12,, +hornsro01,1919,1,SLN,NL,138,512,68,163,15,9,8,71,17,,48,41,,7,10,, +horstos01,1919,1,SLN,NL,6,2,0,1,0,0,0,0,0,,0,1,,0,1,, +hovlied01,1919,1,WS1,AL,3,2,0,0,0,0,0,0,0,,0,0,,0,0,, +hoytwa01,1919,1,BOS,AL,13,38,1,5,0,0,0,3,0,,0,3,,0,2,, +hubbebi01,1919,1,NY1,NL,2,8,1,1,0,0,0,1,0,,0,1,,0,0,, +jacksjo01,1919,1,CHA,AL,139,516,79,181,31,14,7,96,9,,60,10,,4,17,, +jacobba01,1919,1,SLA,AL,120,455,70,147,31,8,4,51,9,,24,47,,4,9,, +jacobel01,1919,1,PHI,NL,17,45,5,8,2,0,0,1,0,,1,9,,0,1,, +jacobel01,1919,2,SLN,NL,17,23,0,8,2,1,0,0,0,,1,4,,0,1,, +jamesbi01,1919,1,DET,AL,2,4,1,1,0,0,0,1,0,,0,2,,0,0,, +jamesbi01,1919,2,BOS,AL,13,21,1,3,0,0,0,1,0,,1,7,,1,3,, +jamesbi01,1919,3,CHA,AL,5,14,2,2,0,0,0,0,0,,0,2,,0,1,, +jamesbi02,1919,1,BSN,NL,1,2,0,0,0,0,0,0,0,,0,1,,0,0,, +jamiech01,1919,1,CLE,AL,26,17,3,6,2,1,0,2,2,,0,2,,0,0,, +janvrha01,1919,1,WS1,AL,61,208,17,37,4,1,1,13,8,,19,17,,2,7,, +janvrha01,1919,2,SLN,NL,7,14,1,3,1,0,0,1,0,,2,2,,0,1,, +jaspehi01,1919,1,CLE,AL,12,29,2,3,0,0,0,0,0,,1,15,,0,2,, +jenkijo01,1919,1,CHA,AL,11,19,0,3,1,0,0,1,1,,1,1,,0,0,, +johnsdo01,1919,1,CLE,AL,102,331,42,101,17,3,1,33,21,,25,18,,3,22,, +johnsji01,1919,1,BRO,NL,117,405,56,114,11,4,1,23,11,,29,26,,3,16,, +johnsji02,1919,1,PHA,AL,35,72,4,14,4,0,1,5,0,,3,12,,0,4,, +johnswa01,1919,1,WS1,AL,56,125,13,24,1,3,1,8,1,,12,17,,0,4,, +jonesbo01,1919,1,DET,AL,127,439,37,114,18,6,1,57,11,,34,39,,1,23,, +jonesjo01,1919,1,NY1,NL,2,3,0,0,0,0,0,0,0,,0,0,,0,0,, +jonessa01,1919,1,BOS,AL,35,81,4,11,2,1,0,5,0,,9,21,,2,5,, +jordari01,1919,1,WS1,AL,1,1,0,0,0,0,0,0,0,,0,1,,0,0,, +judgejo01,1919,1,WS1,AL,135,521,83,150,33,12,2,31,23,,81,35,,2,5,, +kalliru01,1919,1,DET,AL,12,4,0,0,0,0,0,0,0,,0,0,,0,0,, +kanefr01,1919,1,NYA,AL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +kauffbe01,1919,1,NY1,NL,135,491,73,136,27,7,10,67,21,,39,45,,3,11,, +keatira01,1919,1,BSN,NL,24,46,4,7,1,0,1,3,0,,1,14,,0,3,, +keefeda01,1919,1,PHA,AL,1,3,0,0,0,0,0,0,0,,0,2,,0,0,, +kellifr01,1919,1,WS1,AL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +kellyge01,1919,1,NY1,NL,32,107,12,31,6,2,1,14,1,,3,15,,1,5,, +kellyjo03,1919,1,BSN,NL,18,64,3,9,1,0,0,3,2,,0,11,,1,1,, +kerrdi01,1919,1,CHA,AL,39,68,12,17,3,1,0,4,1,,9,8,,0,9,, +kildupe01,1919,1,CHN,NL,31,88,5,24,4,2,0,8,1,,10,5,,2,3,, +kildupe01,1919,2,BRO,NL,32,73,9,22,3,1,0,8,5,,12,11,,1,3,, +killebi01,1919,1,CHN,NL,103,315,17,90,10,2,0,22,5,,15,8,,2,13,, +kimmiwa01,1919,1,SLN,NL,2,1,1,0,0,0,0,0,1,,1,0,,0,0,, +kingle01,1919,1,BSN,NL,2,1,0,0,0,0,0,0,0,,0,0,,0,0,, +kingle02,1919,1,NY1,NL,21,20,5,2,1,0,0,1,0,,1,6,,0,0,, +kinnewa01,1919,1,PHA,AL,57,88,11,25,6,0,1,11,0,,10,15,,0,2,, +kinsebo01,1919,1,NY1,NL,3,9,1,2,0,0,0,0,1,,0,3,,0,0,, +kirchmi01,1919,1,PHA,AL,2,3,0,0,0,0,0,0,0,,0,2,,0,0,, +klepfed01,1919,1,CLE,AL,5,1,0,0,0,0,0,0,0,,0,0,,0,0,, +koeniwi01,1919,1,SLN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +koneted01,1919,1,BRO,NL,132,486,46,145,24,9,1,47,14,,29,39,,3,21,, +koober01,1919,1,SLA,AL,25,15,0,0,0,0,0,0,0,,0,7,,0,1,, +kopfla01,1919,1,CIN,NL,135,503,51,136,18,5,0,58,18,,28,27,,3,11,, +koppme01,1919,1,PHA,AL,75,235,34,53,2,4,1,12,16,,42,43,,2,6,, +krueger01,1919,1,BRO,NL,80,226,24,56,7,4,5,36,4,,19,25,,2,3,, +lamarbi01,1919,1,NYA,AL,11,16,1,3,1,0,0,0,1,,2,1,,0,0,, +lamarbi01,1919,2,BOS,AL,48,148,18,43,5,1,0,14,3,,5,9,,0,6,, +lavando01,1919,1,SLN,NL,100,356,25,86,12,2,1,25,4,,11,30,,0,9,, +learfr01,1919,1,CHN,NL,40,76,8,17,3,1,1,11,2,,8,11,,1,3,, +leboube01,1919,1,PHI,NL,17,63,4,17,0,0,0,0,2,,10,8,,0,0,, +leecl01,1919,1,PIT,NL,42,112,5,22,2,4,0,2,2,,6,8,,0,2,, +leibone01,1919,1,CHA,AL,122,434,81,131,18,2,0,26,17,,72,30,,2,13,, +leifile01,1919,1,SLA,AL,19,30,1,3,0,0,0,0,0,,1,5,,0,0,, +leonadu01,1919,1,DET,AL,29,71,2,11,0,0,0,4,0,,2,8,,0,6,, +leonajo01,1919,1,WS1,AL,71,198,26,51,8,3,2,20,3,,20,28,,1,1,, +lesliro01,1919,1,SLN,NL,12,24,2,5,1,0,0,4,0,,4,3,,0,0,, +lewisdu01,1919,1,NYA,AL,141,559,67,152,23,4,7,89,8,,17,42,,0,26,, +lovesl01,1919,1,DET,AL,22,27,1,6,2,0,0,0,0,,0,10,,0,1,, +lowdegr01,1919,1,SLA,AL,7,1,0,0,0,0,0,0,0,,0,0,,0,0,, +lowdegr01,1919,2,CHA,AL,20,34,1,3,0,0,0,1,1,,0,19,,0,0,, +luderfr01,1919,1,PHI,NL,138,509,60,149,30,6,5,49,6,,54,48,,4,9,, +lunteha01,1919,1,CLE,AL,26,77,2,15,2,0,0,2,0,,1,7,,1,4,, +luquedo01,1919,1,CIN,NL,31,32,3,4,1,1,0,2,0,,3,1,,0,2,, +lynnby01,1919,1,CHA,AL,29,66,4,15,4,0,0,4,0,,4,9,,0,3,, +mageele01,1919,1,BRO,NL,45,181,16,43,7,2,0,7,5,,5,8,,1,13,, +mageele01,1919,2,CHN,NL,79,267,36,78,12,4,1,17,14,,18,16,,1,13,, +mageesh01,1919,1,CIN,NL,56,163,11,35,6,1,0,21,4,,26,19,,4,8,, +malonle01,1919,1,BRO,NL,51,162,9,33,7,3,0,11,1,,6,18,,0,11,, +mamaual01,1919,1,BRO,NL,30,63,5,11,3,0,0,4,0,,7,12,,0,2,, +mannle01,1919,1,CHN,NL,80,299,31,68,8,8,1,22,12,,11,29,,1,11,, +mannle01,1919,2,BSN,NL,40,145,15,41,6,4,3,20,7,,9,14,,1,5,, +mapelro01,1919,1,SLA,AL,4,6,0,1,0,0,0,0,0,,0,4,,0,0,, +maranra01,1919,1,BSN,NL,131,480,44,128,18,10,5,43,12,,36,23,,1,12,, +marquru01,1919,1,BRO,NL,8,23,1,6,2,0,0,3,0,,0,3,,0,1,, +martipa01,1919,1,PHA,AL,2,3,0,0,0,0,0,0,0,,0,0,,0,0,, +martisp01,1919,1,CHN,NL,35,44,3,8,1,0,0,2,0,,1,15,,0,5,, +mayerer01,1919,1,PIT,NL,18,29,4,6,0,0,0,1,0,,3,9,,0,1,, +mayerer01,1919,2,CHA,AL,6,7,0,0,0,0,0,0,0,,0,3,,0,0,, +mayerwa01,1919,1,SLA,AL,30,62,2,14,4,1,0,5,0,,8,11,,0,4,, +mayja01,1919,1,SLN,NL,28,37,0,6,0,0,0,0,0,,1,11,,0,3,, +maysca01,1919,1,BOS,AL,22,53,3,8,0,0,0,2,0,,4,2,,0,2,, +maysca01,1919,2,NYA,AL,13,45,6,14,3,0,0,4,0,,0,3,,0,1,, +mcavowi01,1919,1,PHA,AL,62,170,10,24,5,2,0,11,1,,14,21,,0,5,, +mcbrige01,1919,1,WS1,AL,15,40,3,8,1,1,0,4,0,,3,6,,0,4,, +mccabbi01,1919,1,CHN,NL,33,84,8,13,3,1,0,5,3,,9,15,,2,1,, +mccarle01,1919,1,NY1,NL,85,210,17,59,5,4,2,21,2,,18,15,,1,7,, +mccleha01,1919,1,CHA,AL,7,12,2,4,0,0,0,1,0,,1,1,,0,0,, +mcgrabo01,1919,1,NYA,AL,6,3,0,0,0,0,0,0,0,,0,3,,1,0,, +mcgrabo01,1919,2,BOS,AL,10,10,0,1,0,0,0,1,0,,0,4,,0,1,, +mcguito01,1919,1,CHA,AL,1,1,0,0,0,0,0,0,0,,0,1,,0,0,, +mchenau01,1919,1,SLN,NL,110,371,41,106,19,11,1,47,7,,19,57,,1,12,, +mcinnst01,1919,1,BOS,AL,120,440,32,134,12,5,1,58,8,,23,11,,1,26,, +mcmulfr01,1919,1,CHA,AL,60,170,31,50,8,4,0,19,4,,11,18,,5,13,, +mcnalmi01,1919,1,BOS,AL,33,42,10,11,4,0,0,6,4,,1,2,,0,4,, +mcneino01,1919,1,BOS,AL,5,9,0,3,0,0,0,1,0,,1,0,,0,0,, +mcquihu01,1919,1,BSN,NL,20,18,3,4,1,0,0,2,0,,0,3,,1,1,, +meadole01,1919,1,SLN,NL,22,29,2,3,1,0,0,0,0,,1,8,,0,1,, +meadole01,1919,2,PHI,NL,21,51,3,6,0,0,0,1,0,,0,11,,2,4,, +menosmi01,1919,1,WS1,AL,116,342,62,98,15,3,6,39,13,,44,46,,7,5,, +merklfr01,1919,1,CHN,NL,133,498,52,133,20,6,3,62,20,,33,35,,2,12,, +meuseir01,1919,1,PHI,NL,135,521,65,159,26,7,5,59,24,,15,13,,2,11,, +milancl01,1919,1,WS1,AL,88,321,43,92,12,6,0,37,11,,40,16,,3,12,, +milledo02,1919,1,SLN,NL,101,346,38,80,10,4,1,24,6,,13,23,,3,16,, +millefr02,1919,1,PIT,NL,32,66,0,7,1,0,0,2,0,,1,16,,0,6,, +milleot01,1919,1,BRO,NL,51,164,18,37,5,0,0,5,2,,7,14,,0,3,, +milleto02,1919,1,BSN,NL,7,6,2,2,0,0,0,0,0,,0,1,,0,0,, +mitchcl01,1919,1,BRO,NL,34,49,7,18,1,0,1,2,0,,4,4,,0,0,, +mitchro01,1919,1,CIN,NL,7,10,0,0,0,0,0,0,0,,0,5,,0,0,, +mitchwi01,1919,1,DET,AL,3,5,0,1,0,0,0,1,0,,1,1,,0,0,, +mogrige01,1919,1,NYA,AL,35,48,4,6,1,1,0,1,1,,4,13,,1,2,, +mollwfr01,1919,1,PIT,NL,56,168,11,29,2,4,0,12,9,,15,18,,2,3,, +mollwfr01,1919,2,SLN,NL,25,83,7,19,3,0,0,5,2,,7,3,,0,3,, +mortogu01,1919,1,CLE,AL,26,56,2,9,1,0,0,9,0,,2,8,,0,1,, +murphbu01,1919,1,WS1,AL,79,252,19,66,7,4,0,28,5,,19,32,,5,11,, +murphed02,1919,1,CHA,AL,30,35,8,17,4,0,0,5,0,,7,0,,0,0,, +murrapa01,1919,1,PHI,NL,8,12,0,0,0,0,0,0,0,,1,4,,0,0,, +mussepa01,1919,1,BOS,AL,5,8,0,0,0,0,0,0,0,,0,2,,0,0,, +myersel01,1919,1,CLE,AL,23,46,5,11,1,2,0,6,0,,4,10,,0,1,, +myershy01,1919,1,BRO,NL,133,512,62,157,23,14,5,73,13,,23,34,,2,22,, +nayloro01,1919,1,PHA,AL,31,71,3,12,1,1,0,4,0,,2,29,,0,4,, +nealegr01,1919,1,CIN,NL,139,500,57,121,10,12,1,54,28,,47,51,,7,31,, +nehfar01,1919,1,BSN,NL,23,63,6,13,2,2,0,3,0,,3,11,,1,1,, +nehfar01,1919,2,NY1,NL,13,35,5,8,6,0,1,5,1,,2,8,,0,1,, +nelsolu01,1919,1,NYA,AL,9,7,1,1,1,0,0,2,0,,0,4,,0,0,, +newkijo01,1919,1,CHN,NL,1,1,0,0,0,0,0,0,0,,0,1,,0,0,, +nichofr02,1919,1,PIT,NL,30,66,8,18,2,2,1,6,2,,6,11,,0,1,, +northja01,1919,1,BSN,NL,11,8,2,4,2,0,0,1,0,,2,2,,0,1,, +noyeswi01,1919,1,PHA,AL,10,16,1,2,1,0,0,0,0,,0,8,,0,0,, +noyeswi01,1919,2,CHA,AL,1,2,0,1,0,0,0,0,0,,0,0,,0,0,, +nunamle01,1919,1,CLE,AL,26,56,6,14,1,1,0,7,0,,2,6,,0,1,, +nuttedi01,1919,1,BSN,NL,18,52,4,11,0,0,0,3,1,,4,5,,0,0,, +odoulle01,1919,1,NYA,AL,19,16,2,4,0,0,0,1,1,,1,2,,0,0,, +oeschjo01,1919,1,PHI,NL,5,15,0,0,0,0,0,2,0,,0,3,,0,0,, +oeschjo01,1919,2,NY1,NL,5,1,0,0,0,0,0,0,0,,0,0,,0,0,, +oeschjo01,1919,3,BSN,NL,7,22,1,2,0,0,0,0,0,,2,6,,0,0,, +ofarrbo01,1919,1,CHN,NL,49,125,11,27,4,2,0,9,2,,7,10,,0,3,, +olsoniv01,1919,1,BRO,NL,140,590,73,164,14,9,1,38,26,,30,12,,3,12,, +omaraol01,1919,1,BRO,NL,2,7,1,0,0,0,0,0,0,,0,0,,0,1,, +oneilmi02,1919,1,BSN,NL,11,28,3,6,0,0,0,1,0,,1,7,,0,3,, +oneilst01,1919,1,CLE,AL,125,398,46,115,35,7,2,47,4,,48,21,,5,10,, +package01,1919,1,PHI,NL,27,51,8,7,1,1,0,8,0,,3,11,,0,0,, +parkero01,1919,1,SLN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +paskedo01,1919,1,CHN,NL,88,270,21,53,11,3,2,29,7,,28,33,,1,10,, +pasqumi01,1919,1,PHI,NL,1,1,1,1,0,0,0,0,0,,0,0,,0,0,, +pasqumi01,1919,2,SLN,NL,1,1,0,0,0,0,0,0,0,,0,1,,0,0,, +paulege01,1919,1,SLN,NL,43,144,11,31,6,0,0,11,4,,9,6,,0,2,, +paulege01,1919,2,PHI,NL,67,243,20,63,8,3,1,31,10,,19,10,,1,3,, +pearcha01,1919,1,PHI,NL,68,244,24,44,3,3,0,9,6,,8,27,,1,7,, +peckiro01,1919,1,NYA,AL,122,453,89,138,20,2,7,33,10,,59,37,,4,23,, +pennohe01,1919,1,BOS,AL,32,75,7,13,4,0,0,7,0,,6,12,,2,6,, +perkicy01,1919,1,PHA,AL,101,305,22,77,12,7,2,29,2,,27,22,,0,4,, +perripo01,1919,1,NY1,NL,11,4,0,0,0,0,0,0,0,,0,0,,0,0,, +perrysc01,1919,1,PHA,AL,25,59,2,8,1,0,0,1,0,,5,26,,0,5,, +pfeffje01,1919,1,BRO,NL,30,97,6,20,0,1,0,6,1,,7,20,,0,3,, +phillto01,1919,1,CLE,AL,22,11,1,4,0,0,0,0,0,,0,1,,0,0,, +picinva01,1919,1,WS1,AL,80,212,18,58,12,3,3,22,6,,17,43,,1,11,, +pickch01,1919,1,CHN,NL,75,269,27,65,8,6,0,18,17,,14,12,,5,12,, +pickch01,1919,2,BSN,NL,34,114,12,29,1,1,1,7,4,,7,5,,5,2,, +pierswi01,1919,1,PHA,AL,2,3,0,1,0,0,0,0,0,,0,0,,0,0,, +pippwa01,1919,1,NYA,AL,138,523,74,144,23,10,7,50,9,,39,42,,4,30,, +pondeel01,1919,1,PIT,NL,9,15,0,2,0,0,0,0,0,,0,5,,0,0,, +powelra01,1919,1,BSN,NL,123,470,51,111,12,12,2,33,16,,41,79,,4,11,, +prattde01,1919,1,NYA,AL,140,527,69,154,27,7,4,56,22,,36,24,,4,16,, +prendmi01,1919,1,PHI,NL,5,3,1,1,1,0,0,0,0,,0,0,,0,0,, +quinnja01,1919,1,NYA,AL,38,91,7,19,1,0,0,4,0,,10,17,,0,4,, +raganpa01,1919,1,BSN,NL,4,4,0,1,0,0,0,0,0,,0,0,,0,0,, +raganpa01,1919,2,NY1,NL,7,7,1,3,0,0,0,1,0,,1,1,,0,0,, +raganpa01,1919,3,CHA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +raridbi01,1919,1,CIN,NL,74,218,16,47,6,3,1,24,4,,17,19,,1,6,, +rathmo01,1919,1,CIN,NL,138,537,77,142,13,1,1,29,17,,64,24,,0,23,, +rawlijo01,1919,1,BSN,NL,77,275,30,70,8,2,1,16,10,,16,20,,1,15,, +raymolo01,1919,1,PHI,NL,1,2,0,1,0,0,0,0,0,,0,0,,0,0,, +reganmi01,1919,1,CIN,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +rehgwa01,1919,1,CIN,NL,5,12,1,2,0,0,0,3,0,,1,0,,0,1,, +reillha01,1919,1,CHN,NL,1,3,0,0,0,0,0,0,0,,0,1,,0,0,, +reinhar01,1919,1,SLN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ricesa01,1919,1,WS1,AL,141,557,80,179,23,9,3,71,26,,42,26,,7,7,, +riggejo01,1919,1,BSN,NL,63,240,34,68,8,5,4,17,9,,25,30,,2,3,, +ringji01,1919,1,CIN,NL,32,62,3,6,1,0,0,1,0,,1,20,,0,2,, +risbesw01,1919,1,CHA,AL,119,414,48,106,19,6,2,38,19,,35,38,,2,13,, +rixeyep01,1919,1,PHI,NL,23,47,3,7,2,0,0,2,0,,1,5,,1,3,, +roberch01,1919,1,CHA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +roberda01,1919,1,NY1,NL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +roberda01,1919,2,CHN,NL,27,96,8,20,2,0,1,10,3,,1,10,,1,0,, +roberdi01,1919,1,WS1,AL,7,7,0,0,0,0,0,0,0,,0,1,,0,0,, +roberge01,1919,1,SLA,AL,5,7,1,1,0,0,0,0,0,,1,2,,0,0,, +roberra01,1919,1,PHA,AL,3,4,1,1,0,0,0,0,1,,0,1,,0,0,, +rogerto01,1919,1,SLA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rogerto01,1919,2,PHA,AL,23,49,5,11,0,0,1,2,1,,0,10,,0,1,, +rothbr01,1919,1,PHA,AL,48,195,33,63,13,8,5,29,11,,15,21,,2,2,, +rothbr01,1919,2,BOS,AL,63,227,32,58,9,4,0,23,9,,24,32,,4,5,, +roushed01,1919,1,CIN,NL,133,504,73,162,19,12,4,71,20,,42,19,,6,20,, +rudoldi01,1919,1,BSN,NL,37,88,3,17,1,2,1,7,0,,8,11,,1,1,, +ruelmu01,1919,1,NYA,AL,79,233,18,56,6,0,0,31,4,,34,26,,1,5,, +ruethdu01,1919,1,CIN,NL,42,92,8,24,2,3,0,6,1,,4,18,,0,3,, +russeal01,1919,1,NYA,AL,23,30,1,7,2,0,0,1,0,,0,17,,0,1,, +russeal01,1919,2,BOS,AL,21,41,5,5,1,0,0,2,0,,4,18,,0,2,, +russere01,1919,1,CHA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ruthba01,1919,1,BOS,AL,130,432,103,139,34,12,29,114,7,,101,58,,6,3,, +ryanro01,1919,1,NY1,NL,4,6,0,0,0,0,0,0,0,,0,2,,0,0,, +saiervi01,1919,1,PIT,NL,58,166,19,37,3,3,2,17,5,,18,13,,2,4,, +sallesl01,1919,1,CIN,NL,29,74,5,14,2,2,0,7,1,,6,20,,0,8,, +schacal01,1919,1,WS1,AL,2,3,2,0,0,0,0,0,0,,1,1,,1,2,, +schalra01,1919,1,CHA,AL,131,394,57,111,9,3,0,34,11,,51,25,,2,14,, +schanwa01,1919,1,BOS,AL,113,330,43,101,16,3,0,55,15,,71,42,,5,7,, +schepjo01,1919,1,SLA,AL,14,48,2,10,4,0,0,6,0,,1,5,,0,1,, +schmara01,1919,1,BRO,NL,47,127,8,21,4,0,0,10,0,,4,13,,0,0,, +schmiwa01,1919,1,PIT,NL,85,267,23,67,9,2,0,29,5,,23,9,,0,9,, +schnepe01,1919,1,NYA,AL,7,9,0,1,0,0,0,0,0,,0,2,,0,0,, +schreha01,1919,1,CIN,NL,19,58,5,13,4,0,0,4,0,,0,12,,0,2,, +schuljo03,1919,1,SLN,NL,88,229,24,58,9,1,2,21,4,,11,7,,0,5,, +schupfe01,1919,1,NY1,NL,9,6,1,2,0,0,0,1,0,,0,0,,0,2,, +schupfe01,1919,2,SLN,NL,10,20,2,1,0,0,1,2,0,,3,7,,0,1,, +scottev01,1919,1,BOS,AL,138,507,41,141,19,0,0,38,8,,19,26,,1,13,, +scottja01,1919,1,BSN,NL,24,40,4,7,1,0,0,4,0,,1,8,,0,2,, +seech01,1919,1,CIN,NL,8,14,1,4,0,0,0,1,0,,1,0,,0,1,, +seiboso01,1919,1,PHA,AL,15,13,1,2,0,0,0,1,0,,0,4,,0,2,, +severha01,1919,1,SLA,AL,112,351,16,87,12,2,0,36,2,,21,13,,4,8,, +shankho01,1919,1,WS1,AL,135,491,33,122,8,7,1,54,13,,25,48,,3,32,, +shannre01,1919,1,PHA,AL,39,155,14,42,7,2,0,14,4,,12,28,,2,2,, +shannre01,1919,2,BOS,AL,80,290,36,75,11,7,0,17,7,,17,42,,6,7,, +shawji01,1919,1,WS1,AL,45,106,8,17,2,1,3,6,0,,3,33,,0,6,, +shawkbo01,1919,1,NYA,AL,41,94,5,22,1,0,0,6,0,,1,15,,0,6,, +sheanda01,1919,1,BOS,AL,29,100,4,14,0,0,0,8,1,,5,7,,1,4,, +shellfr01,1919,1,CHA,AL,8,11,0,1,0,0,0,0,0,,2,5,,0,0,, +sherdbi01,1919,1,SLN,NL,40,48,1,13,2,0,0,5,0,,1,8,,1,0,, +shockur01,1919,1,SLA,AL,30,58,2,8,0,0,0,4,0,,12,13,,0,2,, +shoreer01,1919,1,NYA,AL,20,28,2,4,0,0,0,0,0,,0,10,,1,2,, +shortch01,1919,1,DET,AL,95,270,37,85,9,3,0,22,5,,22,13,,0,21,, +shottbu01,1919,1,SLN,NL,85,270,35,77,13,5,1,20,16,,22,25,,1,6,, +shovljo01,1919,1,SLA,AL,9,35,4,7,0,0,0,1,0,,5,2,,0,2,, +sickied01,1919,1,NY1,NL,6,15,2,5,0,0,0,3,0,,1,0,,1,1,, +sickied01,1919,2,PHI,NL,61,185,16,40,2,1,0,15,4,,8,17,,1,7,, +silvada01,1919,1,WS1,AL,1,4,0,1,0,0,0,0,0,,0,0,,0,0,, +sislege01,1919,1,SLA,AL,132,511,96,180,31,15,10,83,28,,27,20,,5,18,, +sloanto01,1919,1,SLA,AL,27,63,9,15,1,3,0,6,0,,12,3,,1,4,, +smallwa01,1919,1,NYA,AL,6,5,0,0,0,0,0,1,0,,0,2,,0,0,, +smithea01,1919,1,SLA,AL,88,252,21,63,12,5,1,36,1,,18,27,,0,15,, +smithea02,1919,1,NY1,NL,21,36,5,9,2,1,0,8,1,,3,3,,0,1,, +smithel02,1919,1,CLE,AL,114,395,60,110,24,6,9,54,15,,41,30,,5,10,, +smithge02,1919,1,NY1,NL,3,3,0,0,0,0,0,0,0,,0,2,,0,0,, +smithge02,1919,2,PHI,NL,31,60,2,8,2,0,0,1,0,,2,28,,0,2,, +smithja03,1919,1,SLN,NL,119,408,47,91,16,3,0,15,30,,26,29,,1,16,, +smithji01,1919,1,CIN,NL,28,40,9,11,1,3,1,10,1,,4,8,,0,4,, +smithre02,1919,1,BSN,NL,87,241,24,59,6,0,1,25,6,,40,22,,3,10,, +smithsh01,1919,1,BRO,NL,30,54,4,8,2,0,0,5,0,,1,9,,0,4,, +snoveco01,1919,1,NY1,NL,2,2,0,0,0,0,0,0,0,,1,1,,0,0,, +snydebi01,1919,1,WS1,AL,2,2,0,0,0,0,0,0,0,,0,2,,0,0,, +snydefr01,1919,1,SLN,NL,50,154,7,28,4,2,0,14,2,,5,13,,1,5,, +snydefr01,1919,2,NY1,NL,32,92,7,21,6,0,0,11,1,,8,9,,1,2,, +sothoal01,1919,1,SLA,AL,40,97,3,17,4,1,0,5,0,,1,12,,0,3,, +southbi01,1919,1,PIT,NL,121,453,56,127,14,14,4,61,23,,32,22,,1,16,, +speaktr01,1919,1,CLE,AL,134,494,83,146,38,12,2,63,15,,73,12,,8,20,, +stanaos01,1919,1,DET,AL,38,120,9,29,4,1,1,15,1,,7,12,,2,4,, +statzji01,1919,1,NY1,NL,21,60,7,18,2,1,0,6,2,,3,8,,0,0,, +steelbo01,1919,1,NY1,NL,1,1,0,0,0,0,0,0,0,,0,1,,0,0,, +stengca01,1919,1,PIT,NL,89,321,38,94,10,10,4,43,12,,35,35,,1,13,, +stockmi01,1919,1,SLN,NL,135,492,56,151,16,4,0,52,17,,49,21,,1,18,, +strunam01,1919,1,BOS,AL,48,184,27,50,11,3,0,17,3,,13,13,,1,8,, +strunam01,1919,2,PHA,AL,60,194,15,41,6,4,0,13,3,,23,15,,1,6,, +stylele01,1919,1,PHA,AL,8,22,0,6,1,0,0,5,0,,1,6,,0,1,, +sullijo03,1919,1,CHA,AL,4,3,0,0,0,0,0,1,0,,1,3,,0,0,, +sweened01,1919,1,PIT,NL,17,42,0,4,1,0,0,0,1,,5,6,,0,0,, +terryze01,1919,1,PIT,NL,129,472,46,107,12,6,0,27,12,,31,26,,4,15,, +thomafr02,1919,1,PHA,AL,124,453,42,96,11,10,2,23,12,,43,52,,2,19,, +thomapi01,1919,1,CLE,AL,34,46,2,5,0,0,0,2,0,,4,3,,0,2,, +thompha01,1919,1,WS1,AL,18,32,0,8,2,0,0,3,1,,3,1,,0,2,, +thompha01,1919,2,PHA,AL,5,6,0,0,0,0,0,1,0,,0,1,,0,0,, +thormha01,1919,1,NYA,AL,30,59,3,11,0,1,0,7,0,,4,21,,0,3,, +thorpji01,1919,1,NY1,NL,2,3,0,1,0,0,0,1,0,,0,0,,0,1,, +thorpji01,1919,2,BSN,NL,60,156,16,51,7,3,1,25,7,,6,30,,2,4,, +tobinja01,1919,1,SLA,AL,127,486,54,159,22,7,6,57,8,,36,24,,2,20,, +toneyfr01,1919,1,NY1,NL,24,66,4,15,1,0,0,3,0,,3,16,,0,5,, +tragewa01,1919,1,BSN,NL,20,40,3,7,2,0,0,3,1,,2,10,,1,1,, +tragewa01,1919,2,PHI,NL,35,114,7,27,7,0,0,8,4,,9,31,,1,0,, +tueroos01,1919,1,SLN,NL,45,39,4,8,1,0,0,6,0,,4,9,,0,2,, +turnete01,1919,1,PHA,AL,38,127,7,24,3,0,0,6,2,,5,9,,0,4,, +twombge01,1919,1,WS1,AL,1,4,0,0,0,0,0,0,0,,0,0,,0,0,, +tylerle01,1919,1,CHN,NL,6,7,0,1,0,0,0,1,0,,3,2,,1,1,, +uhlege01,1919,1,CLE,AL,26,43,7,13,2,1,0,6,0,,1,5,,0,1,, +vangiel01,1919,1,SLA,AL,3,3,1,2,0,0,0,0,0,,0,0,,0,0,, +vaughhi01,1919,1,CHN,NL,38,98,5,17,4,0,0,2,0,,8,27,,0,1,, +veachbo01,1919,1,DET,AL,139,538,87,191,45,17,3,101,19,,33,33,,5,22,, +vicksa01,1919,1,NYA,AL,106,407,59,101,15,9,2,27,9,,35,55,,0,7,, +vittos01,1919,1,BOS,AL,133,469,64,114,10,3,0,40,9,,44,11,,1,47,, +walkecu01,1919,1,NYA,AL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +walkejo01,1919,1,PHA,AL,3,9,0,0,0,0,0,0,0,,0,2,,0,0,, +walketi01,1919,1,PHA,AL,125,456,47,133,30,6,10,64,8,,26,41,,0,15,, +wallado01,1919,1,PHI,NL,2,4,0,1,0,0,0,0,0,,0,1,,0,0,, +waltero01,1919,1,BOS,AL,48,135,7,26,2,0,0,9,1,,7,15,,5,7,, +wambsbi01,1919,1,CLE,AL,139,526,60,146,17,6,2,60,18,,32,24,,3,26,, +wardaa01,1919,1,NYA,AL,27,34,5,7,2,0,0,2,0,,5,6,,0,1,, +wardch01,1919,1,BRO,NL,45,150,7,35,1,2,0,8,0,,7,11,,2,7,, +warneho01,1919,1,PIT,NL,6,8,0,1,0,0,0,2,0,,3,1,,0,0,, +watsomi01,1919,1,PHI,NL,8,16,0,1,0,0,0,0,0,,0,4,,0,0,, +watsomu01,1919,1,PHA,AL,4,6,0,0,0,0,0,0,0,,0,1,,0,0,, +weavebu01,1919,1,CHA,AL,140,571,89,169,33,9,3,75,22,,11,21,,5,33,, +weaveha01,1919,1,CHN,NL,2,1,0,0,0,0,0,0,0,,0,0,,0,0,, +weilmca01,1919,1,SLA,AL,20,47,4,9,0,0,0,4,0,,6,10,,0,4,, +weinele01,1919,1,PHI,NL,1,2,1,2,1,0,0,1,0,,0,0,,0,0,, +welchfr01,1919,1,PHA,AL,15,54,5,9,1,1,2,7,0,,7,10,,0,1,, +wheatma01,1919,1,BRO,NL,41,112,5,23,3,0,0,8,1,,2,22,,4,3,, +wheatza01,1919,1,BRO,NL,137,536,70,159,23,11,5,62,15,,33,27,,6,6,, +whitech01,1919,1,WS1,AL,6,1,0,0,0,0,0,0,0,,0,0,,0,0,, +whitesa01,1919,1,BSN,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +whittpo01,1919,1,PHI,NL,78,289,32,72,14,1,3,32,5,,14,20,,0,6,, +whittpo01,1919,2,PIT,NL,35,131,15,51,7,7,0,21,7,,6,4,,1,5,, +wicklal01,1919,1,NYA,AL,26,46,2,7,1,0,0,1,0,,2,10,,0,1,, +wilhojo01,1919,1,BOS,AL,6,18,7,6,0,0,0,2,1,,5,2,,0,0,, +wilkiro01,1919,1,CHA,AL,4,8,1,3,2,0,0,2,0,,1,3,,0,0,, +willicy01,1919,1,PHI,NL,109,435,54,121,21,1,9,39,9,,30,43,,7,9,, +willike01,1919,1,SLA,AL,65,227,32,68,10,5,6,35,7,,26,25,,2,11,, +willile01,1919,1,CHA,AL,41,94,10,17,2,2,0,10,0,,9,28,,0,12,, +wilsoar01,1919,1,BSN,NL,71,191,14,49,8,1,0,16,2,,25,19,,1,9,, +wingoal01,1919,1,PHA,AL,15,59,9,18,1,3,0,2,0,,4,12,,0,0,, +wingoiv01,1919,1,CIN,NL,76,245,30,67,12,6,0,27,4,,23,19,,0,3,, +winnge01,1919,1,BOS,AL,3,1,0,0,0,0,0,0,0,,0,1,,0,0,, +winteje01,1919,1,NY1,NL,16,3,0,0,0,0,0,0,0,,1,1,,0,0,, +wisneja01,1919,1,PIT,NL,4,7,1,0,0,0,0,0,0,,0,2,,0,0,, +wittwh01,1919,1,PHA,AL,122,460,56,123,15,6,0,33,11,,46,26,,0,12,, +woodjo02,1919,1,CLE,AL,72,192,30,49,10,6,0,27,3,,32,21,,2,9,, +woodwfr01,1919,1,PHI,NL,17,29,4,6,0,1,0,3,2,,4,5,,0,4,, +woodwfr01,1919,2,SLN,NL,17,21,0,1,0,0,0,0,0,,1,5,,0,1,, +wrighra02,1919,1,SLA,AL,24,12,0,1,0,0,0,0,0,,2,2,,0,0,, +yeabsbe01,1919,1,PHI,NL,3,0,0,0,0,0,0,0,0,,1,0,,0,0,, +yellear01,1919,1,DET,AL,6,4,1,0,0,0,0,0,0,,1,0,,0,0,, +yorkle01,1919,1,PHA,AL,2,1,0,0,0,0,0,0,0,,0,1,,0,0,, +youngra01,1919,1,DET,AL,125,456,63,96,13,5,1,25,8,,53,32,,1,46,, +youngro01,1919,1,NY1,NL,130,489,73,152,31,7,2,43,24,,51,47,,7,13,, +zachato01,1919,1,WS1,AL,17,15,0,5,0,0,0,0,0,,3,5,,0,0,, +zimmehe01,1919,1,NY1,NL,123,444,56,113,20,6,4,58,8,,21,30,,5,20,, +zinnji01,1919,1,PHA,AL,10,13,2,4,0,0,1,3,1,,1,1,,0,0,, +zitzmbi01,1919,1,PIT,NL,11,26,5,5,1,0,0,2,2,,0,6,,0,1,, +zitzmbi01,1919,2,CIN,NL,2,1,0,0,0,0,0,0,0,,0,0,,0,0,, +acostjo01,1920,1,WS1,AL,17,25,2,6,1,0,0,1,0,0,4,7,,0,2,, +adamsba01,1920,1,PIT,NL,35,89,4,13,0,0,1,3,0,0,1,18,,0,2,, +ainsmed01,1920,1,DET,AL,69,186,19,43,5,3,1,19,4,3,14,19,,0,7,, +alexape01,1920,1,CHN,NL,46,118,9,27,4,1,1,14,0,0,11,26,,0,6,, +allenni01,1920,1,CIN,NL,43,85,10,23,3,1,0,4,0,0,6,11,,3,5,, +altener01,1920,1,DET,AL,14,3,0,0,0,0,0,0,0,0,0,0,,0,0,, +austiji01,1920,1,SLA,AL,83,280,38,76,11,3,1,32,2,4,31,15,,4,15,, +ayersdo01,1920,1,DET,AL,46,59,2,9,4,0,0,3,0,0,2,6,,0,2,, +bagbyji01,1920,1,CLE,AL,49,131,17,33,7,3,1,14,0,0,6,17,,0,7,, +bailege01,1920,1,BSN,NL,13,24,2,2,0,0,0,0,0,1,3,3,,0,2,, +bailege01,1920,2,BOS,AL,46,135,14,31,2,0,0,5,2,7,9,15,,1,5,, +bailesw01,1920,1,CHN,NL,21,7,0,1,0,0,0,0,0,0,0,4,,0,1,, +bairddo01,1920,1,BRO,NL,6,6,1,2,0,0,0,1,0,0,2,1,,1,1,, +bairddo01,1920,2,NY1,NL,7,8,0,1,0,0,0,0,0,0,1,3,,0,0,, +bancrda01,1920,1,PHI,NL,42,171,23,51,7,2,0,5,1,7,9,12,,1,4,, +bancrda01,1920,2,NY1,NL,108,442,79,132,29,7,0,31,7,5,33,32,,1,12,, +barbawa01,1920,1,PIT,NL,57,186,9,51,5,2,0,12,5,3,9,11,,0,4,, +barbetu01,1920,1,CHN,NL,94,340,27,90,10,5,0,50,5,6,9,26,,3,17,, +barneje01,1920,1,NY1,NL,45,108,10,22,1,0,0,4,1,1,1,12,,0,4,, +barnevi01,1920,1,NY1,NL,1,1,0,0,0,0,0,0,0,0,0,0,,0,1,, +barnhcl01,1920,1,PIT,NL,12,46,5,15,4,2,0,5,1,0,1,2,,0,0,, +baumgha01,1920,1,DET,AL,9,4,0,1,0,0,0,1,0,0,1,1,,0,0,, +baynebi01,1920,1,SLA,AL,18,35,2,6,2,0,0,1,0,1,0,11,,0,1,, +bentoru01,1920,1,NY1,NL,33,65,3,6,0,0,0,3,0,0,0,14,,0,4,, +bettshu01,1920,1,PHI,NL,27,25,2,2,0,0,0,0,0,0,2,8,,0,0,, +biemiha01,1920,1,WS1,AL,5,4,0,0,0,0,0,0,0,0,0,2,,0,1,, +bigbeca01,1920,1,PIT,NL,137,550,78,154,19,15,4,32,31,15,45,28,,6,6,, +bigbely01,1920,1,PHA,AL,38,75,5,14,2,0,1,8,1,0,9,12,,1,1,, +billijo01,1920,1,SLA,AL,66,155,19,43,5,2,0,11,1,0,11,10,,7,5,, +blakesh01,1920,1,PIT,NL,6,4,0,1,0,0,0,0,0,0,0,0,,0,0,, +bodiepi01,1920,1,NYA,AL,129,471,63,139,26,12,7,79,6,14,40,30,,0,12,, +boeckto01,1920,1,BSN,NL,153,582,70,156,28,5,3,62,18,15,38,50,,1,9,, +boehlge01,1920,1,SLA,AL,3,1,1,0,0,0,0,0,0,0,1,0,,0,0,, +boehljo01,1920,1,CLE,AL,3,4,0,2,0,0,0,0,0,0,0,0,,1,0,, +bogarjo01,1920,1,DET,AL,4,8,1,2,0,0,0,0,0,0,0,1,,0,0,, +bolanbe01,1920,1,DET,AL,4,7,0,1,1,0,0,0,0,0,0,1,,0,0,, +bonogu01,1920,1,WS1,AL,4,3,1,0,0,0,0,0,0,0,1,0,,0,0,, +bowmael01,1920,1,WS1,AL,2,1,1,0,0,0,0,0,0,0,1,0,,0,0,, +bradycl01,1920,1,BOS,AL,53,180,16,41,5,1,0,12,0,1,13,12,,1,6,, +brently01,1920,1,CIN,NL,5,8,1,2,0,0,0,0,0,0,0,3,,0,0,, +bressru01,1920,1,CIN,NL,21,30,4,8,1,0,0,3,1,0,1,4,,0,1,, +browefr01,1920,1,WS1,AL,36,119,21,37,7,2,1,13,1,1,9,11,,3,3,, +browned02,1920,1,NY1,NL,3,8,1,1,1,0,0,0,0,0,0,3,,0,0,, +burnsge01,1920,1,NY1,NL,154,631,115,181,35,9,6,46,22,22,76,48,,2,5,, +burnsge02,1920,1,PHA,AL,22,60,1,14,3,0,1,7,4,0,6,7,,1,1,, +burnsge02,1920,2,CLE,AL,44,56,7,15,4,1,0,13,1,0,4,3,,2,2,, +burrudi01,1920,1,PHA,AL,71,135,11,25,8,0,0,10,0,3,5,7,,2,1,, +burwebi01,1920,1,SLA,AL,35,42,4,7,2,0,0,1,0,0,1,8,,0,2,, +bushdo01,1920,1,DET,AL,141,506,85,133,18,5,1,33,15,7,73,32,,1,48,, +bushjo01,1920,1,BOS,AL,45,102,14,25,2,0,0,7,0,2,9,15,,0,3,, +cadorle01,1920,1,BRO,NL,35,91,4,20,2,1,2,11,1,0,3,22,,1,4,, +caldwra02,1920,1,CLE,AL,41,89,17,19,3,0,0,7,0,2,10,13,,1,5,, +calvoja01,1920,1,WS1,AL,17,23,5,1,0,1,0,2,0,0,2,2,,0,1,, +cantwmi01,1920,1,PHI,NL,5,7,0,1,0,0,0,1,0,0,0,3,,0,1,, +careyma01,1920,1,PIT,NL,130,485,74,140,18,4,1,35,52,10,59,31,,3,20,, +carlsha01,1920,1,PIT,NL,39,85,3,23,4,1,0,2,0,0,1,16,,0,2,, +carlsle01,1920,1,WS1,AL,3,6,0,1,0,0,0,0,0,0,0,3,,0,0,, +cartepa01,1920,1,CHN,NL,31,35,3,6,1,1,0,4,0,0,1,5,,0,1,, +catonho01,1920,1,PIT,NL,98,352,29,83,11,5,0,27,4,9,33,19,,2,7,, +causere01,1920,1,PHI,NL,44,59,2,11,0,0,0,2,0,0,2,18,,0,2,, +chapled01,1920,1,BOS,AL,4,5,2,1,1,0,0,1,0,0,4,1,,0,0,, +chapmra01,1920,1,CLE,AL,111,435,97,132,27,8,3,49,13,9,52,38,,2,41,, +cheevvi01,1920,1,CHN,NL,5,4,0,0,0,0,0,0,0,0,1,2,,0,0,, +chrisll01,1920,1,BSN,NL,65,106,17,22,2,2,0,14,0,1,13,12,,1,5,, +cicoted01,1920,1,CHA,AL,37,112,10,22,2,0,0,6,2,0,5,10,,0,4,, +clairda01,1920,1,DET,AL,3,7,1,1,0,0,0,0,0,0,0,0,,0,0,, +clarkbo03,1920,1,CLE,AL,11,10,0,2,0,0,0,0,0,0,0,0,,0,0,, +clarkni01,1920,1,PIT,NL,3,7,0,0,0,0,0,0,0,0,2,4,,0,0,, +clarksu01,1920,1,CHN,NL,1,3,0,1,0,0,0,0,0,0,0,1,,0,0,, +clemove01,1920,1,SLN,NL,112,338,17,95,10,6,1,36,1,1,30,12,,0,10,, +cobbty01,1920,1,DET,AL,112,428,86,143,28,8,2,63,15,10,58,28,,2,7,, +collied01,1920,1,CHA,AL,153,602,117,224,38,13,3,76,20,8,69,19,,2,33,, +collipa01,1920,1,SLA,AL,23,28,5,6,1,0,0,6,0,0,3,5,,0,0,, +colliri01,1920,1,NYA,AL,36,62,8,8,2,0,0,2,0,0,3,31,,0,8,, +collish01,1920,1,CHA,AL,133,495,70,150,21,10,1,63,12,9,23,24,,4,15,, +conkwal01,1920,1,DET,AL,5,5,1,1,0,0,0,0,0,0,3,1,,0,0,, +conneto01,1920,1,NYA,AL,1,1,0,0,0,0,0,0,0,0,0,0,,0,0,, +conwaje01,1920,1,WS1,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +coombja01,1920,1,DET,AL,2,2,0,0,0,0,0,0,0,0,0,0,,0,0,, +coopewi01,1920,1,PIT,NL,44,113,11,25,1,3,0,2,0,3,5,19,,0,2,, +coumbfr01,1920,1,CIN,NL,5,13,2,3,0,0,1,2,1,0,1,2,,0,0,, +courtha01,1920,1,WS1,AL,37,69,11,16,5,2,1,12,0,0,4,18,,0,3,, +covelst01,1920,1,CLE,AL,41,111,13,25,4,2,0,17,0,0,11,28,,0,9,, +coxre01,1920,1,DET,AL,3,1,0,0,0,0,0,0,0,0,0,1,,0,0,, +cranesa02,1920,1,CIN,NL,54,144,20,31,4,0,0,9,5,4,7,9,,2,2,, +cravaga01,1920,1,PHI,NL,46,45,2,13,5,0,1,11,0,0,9,12,,0,0,, +cruiswa01,1920,1,BSN,NL,91,288,40,80,7,5,1,21,5,3,31,26,,2,10,, +crumpro01,1920,1,DET,AL,4,9,1,3,1,1,0,0,0,0,0,0,,0,0,, +cutshge01,1920,1,PIT,NL,131,488,56,123,16,8,0,47,17,14,23,10,,1,37,, +dalyto02,1920,1,CHN,NL,44,90,12,28,6,0,0,13,1,1,2,6,,1,1,, +daubeja01,1920,1,CIN,NL,142,553,97,168,28,13,4,48,11,13,47,29,,3,27,, +daussho01,1920,1,DET,AL,38,83,7,14,2,2,0,5,0,0,14,27,,0,3,, +davencl01,1920,1,NY1,NL,1,1,0,0,0,0,0,0,0,0,0,1,,0,0,, +davisdi01,1920,1,SLA,AL,38,94,8,25,4,0,0,10,0,1,7,11,,0,7,, +dealch01,1920,1,CHN,NL,129,450,48,108,10,5,3,39,5,8,20,14,,8,34,, +deberjo01,1920,1,SLA,AL,10,18,1,3,1,0,0,0,0,0,1,4,,0,2,, +devinha01,1920,1,BOS,AL,1,2,1,2,0,1,0,0,0,0,0,0,,0,0,, +devinmi01,1920,1,BOS,AL,8,12,1,2,0,0,0,0,1,0,1,2,,0,1,, +dillhpi01,1920,1,SLN,NL,76,224,26,59,8,3,0,13,2,1,13,7,,0,3,, +doakbi01,1920,1,SLN,NL,39,88,4,10,0,0,0,5,0,0,5,37,,0,8,, +douglph01,1920,1,NY1,NL,46,73,6,11,0,0,0,1,0,0,1,18,,0,2,, +doylela01,1920,1,NY1,NL,137,471,48,134,21,2,4,50,11,9,47,28,,2,10,, +duganjo01,1920,1,PHA,AL,123,491,65,158,40,5,3,60,5,8,19,51,,3,8,, +dugeyos01,1920,1,BSN,NL,5,0,2,0,0,0,0,0,0,0,0,0,,0,0,, +duncapa01,1920,1,CIN,NL,154,576,75,170,16,11,2,83,18,18,42,42,,7,27,, +dykesji01,1920,1,PHA,AL,142,546,81,140,25,4,8,35,6,9,55,73,,9,27,, +eayrsed01,1920,1,BSN,NL,87,244,31,80,5,2,1,24,4,3,30,18,,4,6,, +eckerch01,1920,1,PHA,AL,2,1,0,0,0,0,0,0,0,0,0,0,,0,0,, +ehmkeho01,1920,1,DET,AL,38,105,4,25,7,2,0,5,0,0,0,10,,0,2,, +eibelha01,1920,1,BOS,AL,29,43,4,8,2,0,0,6,1,1,3,6,,0,1,, +ellerfr01,1920,1,WS1,AL,101,336,38,98,14,2,0,36,5,4,19,23,,1,20,, +ellerho01,1920,1,CIN,NL,38,87,7,22,2,0,0,12,1,1,1,16,,0,2,, +ellioro01,1920,1,BRO,NL,41,112,13,27,4,0,1,13,0,0,3,6,,1,4,, +ellisba01,1920,1,DET,AL,61,155,11,34,7,2,0,21,4,1,8,26,,0,8,, +ellisge01,1920,1,CLE,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +engeljo01,1920,1,WS1,AL,2,1,0,0,0,0,0,0,0,0,0,0,,0,0,, +enzmajo01,1920,1,PHI,NL,17,24,5,4,1,1,0,4,0,0,4,8,,0,0,, +ericker01,1920,1,WS1,AL,39,83,7,23,4,0,1,13,0,0,3,22,,0,8,, +evansjo01,1920,1,CLE,AL,56,172,32,60,9,9,0,23,6,2,15,3,,1,1,, +faberre01,1920,1,CHA,AL,40,104,10,11,1,0,0,1,1,0,19,39,,0,6,, +faethto01,1920,1,CLE,AL,13,5,1,0,0,0,0,0,0,0,1,1,,0,0,, +falkbi01,1920,1,CHA,AL,7,17,1,5,1,1,0,2,0,0,0,5,,0,2,, +felscha01,1920,1,CHA,AL,142,556,88,188,40,15,14,115,8,13,37,25,,4,16,, +fewstch01,1920,1,NYA,AL,21,21,8,6,1,0,0,1,0,1,7,2,,0,1,, +fillida01,1920,1,BSN,NL,38,92,1,16,1,0,0,6,0,0,6,13,,1,1,, +fishecl01,1920,1,WS1,AL,2,1,0,0,0,0,0,0,0,0,0,0,,0,0,, +fishera01,1920,1,CIN,NL,33,70,5,17,1,0,0,3,1,0,1,9,,1,3,, +flackma01,1920,1,CHN,NL,135,520,85,157,30,6,4,49,13,19,52,15,,7,13,, +flagsir01,1920,1,DET,AL,110,311,40,73,13,5,3,35,3,4,37,27,,1,10,, +fletcar01,1920,1,NY1,NL,41,171,21,44,7,2,0,24,3,2,1,15,,5,6,, +fletcar01,1920,2,PHI,NL,102,379,36,112,25,7,4,38,4,6,15,28,,4,13,, +fordho01,1920,1,BSN,NL,88,257,16,62,12,5,1,30,3,3,18,25,,2,10,, +fortuga01,1920,1,BOS,AL,14,12,0,2,0,0,0,1,0,0,1,5,,0,0,, +fosteed02,1920,1,BOS,AL,117,386,48,100,17,6,0,41,10,4,42,17,,3,11,, +fournja01,1920,1,SLN,NL,141,530,77,162,33,14,3,61,26,20,42,42,,12,24,, +frencra01,1920,1,NYA,AL,2,2,2,0,0,0,0,1,0,0,0,1,,0,0,, +fribebe01,1920,1,CHN,NL,50,114,11,24,5,1,0,7,2,2,6,20,,0,4,, +friedcy01,1920,1,DET,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +friscfr01,1920,1,NY1,NL,110,440,57,123,10,10,4,77,34,11,20,18,,0,13,, +gallibe01,1920,1,SLA,AL,2,1,0,0,0,0,0,0,0,0,0,0,,0,0,, +gallibe01,1920,2,PHI,NL,19,23,1,4,0,0,0,3,0,0,1,6,,0,1,, +galloch01,1920,1,PHA,AL,98,298,28,60,9,3,0,18,2,2,22,22,,1,14,, +gardnla01,1920,1,CLE,AL,154,597,72,185,31,11,3,118,3,20,53,25,,1,32,, +gastoal01,1920,1,NY1,NL,4,10,2,1,0,0,0,1,0,0,1,2,,0,1,, +gawch01,1920,1,CHN,NL,6,4,1,1,0,0,0,0,0,0,0,1,,0,0,, +gedeojo01,1920,1,SLA,AL,153,606,95,177,33,6,0,61,1,3,55,36,,4,48,, +gerbewa01,1920,1,SLA,AL,154,584,70,163,26,2,2,60,4,13,58,32,,2,19,, +gharrpa01,1920,1,WS1,AL,131,428,51,105,18,3,3,44,6,5,37,52,,1,19,, +gilhage01,1920,1,SLN,NL,1,3,0,0,0,0,0,0,0,0,0,1,,0,0,, +glaisjo01,1920,1,DET,AL,8,3,0,0,0,0,0,0,0,0,1,0,,0,0,, +glaseno01,1920,1,DET,AL,1,0,0,0,0,0,0,0,0,0,0,0,,0,0,, +glaznwh01,1920,1,PIT,NL,2,3,0,0,0,0,0,0,0,0,0,0,,0,0,, +gleasjo01,1920,1,WS1,AL,3,2,0,0,0,0,0,0,0,0,3,0,,0,0,, +gleicfr01,1920,1,NYA,AL,24,41,6,5,0,0,0,3,0,0,6,10,,0,1,, +glennbo01,1920,1,SLN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gonzami01,1920,1,NY1,NL,11,13,1,3,0,0,0,0,1,0,3,1,,0,0,, +goodwma01,1920,1,SLN,NL,32,35,4,7,0,0,0,1,0,0,3,8,,0,3,, +gowdyha01,1920,1,BSN,NL,80,214,14,52,11,2,0,18,6,1,20,15,,2,5,, +graneja01,1920,1,CLE,AL,62,152,31,45,11,1,0,13,4,2,27,21,,3,9,, +griesti01,1920,1,SLN,NL,5,3,1,1,0,0,0,0,0,0,0,0,,0,0,, +griffiv01,1920,1,PHA,AL,129,467,46,111,15,1,0,20,3,3,17,49,,11,13,, +griffpu01,1920,1,NY1,NL,5,4,0,1,0,0,0,0,0,0,1,2,,0,0,, +griffto01,1920,1,BRO,NL,93,334,41,87,9,4,2,30,3,3,15,18,,0,14,, +grimebu01,1920,1,BRO,NL,43,111,9,34,8,3,0,16,2,2,8,21,,1,6,, +grimera01,1920,1,BOS,AL,1,4,1,1,0,0,0,0,0,0,1,0,,0,0,, +grimero01,1920,1,NY1,NL,26,57,5,9,1,0,0,3,1,1,3,8,,0,0,, +grimmch01,1920,1,PIT,NL,148,533,38,121,13,7,2,54,7,8,30,40,,4,14,, +grohhe01,1920,1,CIN,NL,145,550,86,164,28,12,0,49,16,19,60,29,,8,14,, +grubbto01,1920,1,NY1,NL,1,1,0,0,0,0,0,0,0,0,0,0,,0,0,, +haeffbi01,1920,1,PIT,NL,54,175,8,34,4,1,0,14,1,1,8,14,,0,3,, +haineje01,1920,1,SLN,NL,48,108,6,19,5,0,1,2,0,0,3,26,,0,4,, +halesa01,1920,1,DET,AL,76,116,13,34,3,3,1,14,2,0,5,15,,0,3,, +hamilea01,1920,1,PIT,NL,39,67,4,10,0,0,0,2,0,0,5,18,,1,7,, +hannatr01,1920,1,NYA,AL,79,259,24,64,11,1,2,25,2,0,24,35,,1,8,, +harpeha01,1920,1,BOS,AL,27,50,3,6,1,0,0,1,0,1,5,20,,0,2,, +harribu01,1920,1,WS1,AL,136,506,76,152,26,6,1,68,16,17,41,36,,21,24,, +harrisl01,1920,1,PHA,AL,31,66,0,7,0,0,0,0,0,0,1,30,,0,3,, +hastybo01,1920,1,PHA,AL,19,24,2,6,1,0,0,2,0,0,1,4,,0,0,, +hearnbu01,1920,1,BSN,NL,11,14,0,2,0,0,0,0,0,0,0,6,,0,0,, +heathcl01,1920,1,SLN,NL,133,489,55,139,18,8,3,56,21,14,25,31,,1,16,, +heathsp01,1920,1,CHA,AL,4,3,0,0,0,0,0,0,0,0,0,0,,0,0,, +heilmha01,1920,1,DET,AL,145,543,66,168,28,5,9,89,3,7,39,32,,2,18,, +heimafr01,1920,1,PHA,AL,1,1,0,0,0,0,0,0,0,0,0,0,,0,0,, +hendrcl01,1920,1,CHN,NL,34,83,10,15,3,0,0,6,2,0,3,11,,0,1,, +hendrti01,1920,1,BOS,AL,99,363,54,119,21,5,0,73,7,9,42,27,,2,13,, +herzobu01,1920,1,CHN,NL,91,305,39,59,9,2,0,19,8,9,20,21,,8,17,, +hevinjo01,1920,1,SLA,AL,1,1,0,0,0,0,0,0,0,0,0,0,,0,0,, +highch01,1920,1,PHA,AL,17,65,7,20,2,1,1,6,0,2,3,6,,4,2,, +hilleho02,1920,1,BOS,AL,17,29,4,5,1,1,0,2,0,3,2,5,,0,2,, +hinchbi01,1920,1,PIT,NL,18,16,0,3,0,0,0,1,0,0,1,3,,1,0,, +hocked01,1920,1,SLN,NL,1,0,0,0,0,0,0,0,0,0,0,0,,0,0,, +hodgesh01,1920,1,CHA,AL,4,6,0,0,0,0,0,0,0,0,0,3,,0,0,, +hofmafr01,1920,1,NYA,AL,15,24,3,7,0,0,0,1,0,0,1,2,,1,0,, +holkewa01,1920,1,BSN,NL,144,551,53,162,15,11,3,64,4,11,28,31,,1,23,, +hollabi01,1920,1,WS1,AL,3,4,0,1,0,0,0,1,1,0,1,2,,0,1,, +holloch01,1920,1,CHN,NL,80,301,53,96,17,2,0,22,20,14,41,15,,3,24,, +hoodwa01,1920,1,BRO,NL,7,14,4,2,1,0,0,1,2,0,4,4,,0,2,, +hoodwa01,1920,2,PIT,NL,2,1,1,0,0,0,0,0,1,0,1,0,,0,0,, +hoopeha01,1920,1,BOS,AL,139,536,91,167,30,17,7,53,16,18,88,27,,2,5,, +hornsro01,1920,1,SLN,NL,149,589,96,218,44,20,9,94,12,15,60,50,,3,8,, +hoytwa01,1920,1,BOS,AL,22,43,3,5,0,1,0,0,0,0,1,11,,0,2,, +hubbebi01,1920,1,NY1,NL,14,5,1,1,0,0,0,0,0,0,0,2,,0,0,, +hubbebi01,1920,2,PHI,NL,24,53,4,7,0,0,0,1,0,0,3,19,,0,2,, +hubercl01,1920,1,DET,AL,11,42,4,9,2,1,0,5,0,0,0,5,,0,0,, +huntehe01,1920,1,BOS,AL,4,12,2,1,0,0,0,0,0,0,1,1,,0,1,, +jacksjo01,1920,1,CHA,AL,146,570,105,218,42,20,12,121,9,12,56,14,,7,16,, +jacobba01,1920,1,SLA,AL,154,609,97,216,34,14,9,122,11,7,46,37,,2,16,, +jacobel01,1920,1,SLN,NL,23,26,2,5,1,0,0,2,0,0,1,7,,0,3,, +jaegejo01,1920,1,CHN,NL,2,1,0,0,0,0,0,0,0,0,0,1,,0,0,, +jamiech01,1920,1,CLE,AL,108,370,69,118,17,7,1,40,2,9,41,26,,1,13,, +janvrha01,1920,1,SLN,NL,87,270,33,74,8,4,1,28,5,6,17,19,,0,8,, +johnsdo01,1920,1,CLE,AL,147,535,68,156,24,10,2,71,13,7,28,32,,5,25,, +johnsed01,1920,1,WS1,AL,4,13,1,3,0,0,0,2,0,0,3,2,,0,1,, +johnsji01,1920,1,BRO,NL,155,635,87,185,17,12,1,52,19,15,43,23,,2,28,, +johnspa01,1920,1,PHA,AL,18,72,6,15,0,0,0,5,1,1,4,8,,0,1,, +johnswa01,1920,1,WS1,AL,33,64,6,17,1,3,1,7,0,0,3,10,,0,2,, +jonesbo01,1920,1,DET,AL,81,265,35,66,6,3,1,18,3,4,22,13,,1,11,, +jonesjo01,1920,1,BSN,NL,3,4,0,1,0,1,0,0,0,0,0,2,,0,0,, +jonespe01,1920,1,CHN,NL,4,2,0,0,0,0,0,0,0,0,0,2,,0,0,, +jonessa01,1920,1,BOS,AL,44,92,12,20,3,1,0,5,0,0,4,27,,2,5,, +jonnabu01,1920,1,CHA,AL,2,5,0,0,0,0,0,0,0,0,0,1,,0,0,, +jourdte01,1920,1,CHA,AL,48,150,16,36,5,2,0,8,3,2,17,17,,5,3,, +judgejo01,1920,1,WS1,AL,126,493,103,164,19,15,5,51,12,12,65,34,,5,13,, +karrbe01,1920,1,BOS,AL,57,75,8,21,5,0,1,15,0,0,6,18,,0,1,, +kauffbe01,1920,1,NY1,NL,55,157,31,43,12,3,3,26,3,7,25,14,,2,4,, +kearnte01,1920,1,PHA,AL,1,1,0,0,0,0,0,0,0,0,0,0,,0,0,, +keefeda01,1920,1,PHA,AL,32,40,3,10,1,0,0,1,0,0,1,5,,0,1,, +keenaji02,1920,1,PHI,NL,1,1,0,0,0,0,0,0,0,0,0,0,,0,0,, +kellybi03,1920,1,PHA,AL,9,13,0,3,1,0,0,0,0,0,0,2,,0,0,, +kellyge01,1920,1,NY1,NL,155,590,69,157,22,11,11,94,6,16,41,92,,6,14,, +kerrdi01,1920,1,CHA,AL,46,90,12,14,1,1,0,5,1,0,3,9,,1,4,, +kiefejo01,1920,1,CHA,AL,2,2,0,0,0,0,0,0,0,0,0,1,,0,0,, +kildupe01,1920,1,BRO,NL,141,478,62,130,26,8,0,58,2,9,58,43,,0,22,, +killebi01,1920,1,CHN,NL,62,191,16,42,7,1,0,16,2,2,8,5,,8,5,, +kimeha01,1920,1,SLN,NL,4,1,0,0,0,0,0,0,0,0,0,1,,0,0,, +kingle02,1920,1,NY1,NL,93,261,32,72,11,4,7,42,3,7,21,38,,2,7,, +kinnewa01,1920,1,PHA,AL,14,26,5,9,1,0,0,6,0,0,2,1,,0,0,, +kinsebo01,1920,1,NY1,NL,1,3,0,1,0,0,0,1,0,0,0,2,,0,0,, +kirchmi01,1920,1,SLN,NL,9,11,2,3,0,0,0,1,0,0,0,3,,0,0,, +knodemi01,1920,1,SLN,NL,42,65,11,15,1,1,0,12,0,1,5,6,,2,5,, +knowlbi01,1920,1,PHA,AL,1,2,0,0,0,0,0,0,0,0,0,0,,0,0,, +koneted01,1920,1,BRO,NL,131,497,62,153,22,12,5,63,3,2,33,18,,1,16,, +kopfla01,1920,1,CIN,NL,126,458,56,112,15,6,0,59,14,13,35,24,,5,16,, +krueger01,1920,1,BRO,NL,52,146,21,42,4,2,1,17,2,0,16,13,,0,0,, +lamarbi01,1920,1,BRO,NL,24,44,5,12,4,0,0,4,0,0,0,1,,0,0,, +lambly01,1920,1,SLA,AL,9,24,4,9,2,0,0,4,2,0,0,7,,0,3,, +lamotbo01,1920,1,WS1,AL,4,3,0,0,0,0,0,0,0,0,1,1,,0,0,, +lavando01,1920,1,SLN,NL,142,516,52,149,21,10,1,63,11,14,19,38,,3,31,, +learfr01,1920,1,NY1,NL,31,87,12,22,0,1,1,7,0,2,8,15,,1,1,, +leathha01,1920,1,CHN,NL,9,23,3,7,1,0,1,1,1,0,1,1,,0,1,, +leboube01,1920,1,PHI,NL,84,261,29,67,7,2,3,12,9,6,11,36,,3,14,, +leecl01,1920,1,PIT,NL,37,76,9,18,2,2,0,8,0,1,4,14,,0,1,, +leedu01,1920,1,SLA,AL,1,2,2,2,0,0,0,1,1,0,0,0,,0,1,, +lefeval01,1920,1,NY1,NL,17,27,5,4,0,1,0,0,0,0,0,13,,0,0,, +leibone01,1920,1,CHA,AL,108,413,61,91,16,3,1,28,7,15,55,30,,3,9,, +leifile01,1920,1,SLA,AL,4,2,0,0,0,0,0,0,0,0,0,2,,0,0,, +leonadu01,1920,1,DET,AL,28,57,2,12,3,0,0,5,0,0,8,8,,0,3,, +leonajo01,1920,1,WS1,AL,1,0,0,0,0,0,0,0,0,0,0,0,,0,0,, +leverho01,1920,1,SLA,AL,3,3,0,0,0,0,0,0,0,0,0,0,,0,0,, +lewisdu01,1920,1,NYA,AL,107,365,34,99,8,1,4,61,2,8,24,32,,2,16,, +lovesl01,1920,1,DET,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lowdegr01,1920,1,CHA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lowege01,1920,1,CIN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +luceyjo01,1920,1,NYA,AL,3,3,0,0,0,0,0,0,0,0,0,0,,0,0,, +luderfr01,1920,1,PHI,NL,16,32,1,5,2,0,0,4,0,1,3,6,,0,1,, +lunteha01,1920,1,CLE,AL,23,71,6,14,0,0,0,7,0,1,5,6,,0,0,, +luquedo01,1920,1,CIN,NL,37,64,6,17,3,0,0,3,2,1,8,7,,0,5,, +lynchad01,1920,1,SLA,AL,5,9,2,2,0,0,0,1,0,0,1,2,,0,0,, +lynnby01,1920,1,CHA,AL,16,25,0,8,2,1,0,3,0,0,1,3,,0,3,, +lyonsge01,1920,1,SLN,NL,7,7,0,1,0,0,0,1,0,0,1,2,,0,0,, +mailsdu01,1920,1,CLE,AL,9,20,3,4,1,0,0,0,0,0,2,6,,0,3,, +mamaual01,1920,1,BRO,NL,41,60,5,10,2,0,0,5,0,0,8,14,,0,2,, +maniocl01,1920,1,DET,AL,32,80,4,22,4,1,0,8,0,0,4,7,,1,2,, +mannle01,1920,1,BSN,NL,115,424,48,117,7,8,3,32,7,7,38,42,,4,11,, +maranra01,1920,1,BSN,NL,134,493,48,131,19,15,1,43,14,11,28,24,,0,13,, +marquru01,1920,1,BRO,NL,28,59,2,10,1,0,0,0,1,1,5,12,,0,3,, +marriwi01,1920,1,CHN,NL,14,43,7,12,4,2,0,5,1,1,6,5,,0,1,, +martipa01,1920,1,PHA,AL,8,10,1,4,1,0,0,0,0,0,0,3,,0,2,, +martisp01,1920,1,CHN,NL,35,44,5,7,1,0,1,4,1,0,3,10,,0,1,, +mayja01,1920,1,SLN,NL,16,22,2,5,0,1,0,0,0,0,3,8,,0,0,, +maysca01,1920,1,NYA,AL,45,109,10,26,4,2,0,13,0,0,5,12,,0,8,, +mcbrige01,1920,1,WS1,AL,13,41,6,9,1,0,0,3,0,0,2,3,,0,6,, +mccabbi01,1920,1,CHN,NL,3,2,1,1,0,0,0,0,0,0,0,0,,0,0,, +mccabbi01,1920,2,BRO,NL,41,68,10,10,0,0,0,3,1,2,2,6,,0,1,, +mccanem01,1920,1,PHA,AL,13,34,4,9,1,1,0,3,0,1,3,1,,1,0,, +mccarle01,1920,1,NY1,NL,36,38,2,5,0,0,0,0,2,0,4,2,,0,0,, +mccarle01,1920,2,SLN,NL,5,7,0,2,0,0,0,0,0,0,5,0,,0,0,, +mccleha01,1920,1,CHA,AL,10,18,4,6,1,1,0,5,2,0,4,1,,0,0,, +mcgrabo01,1920,1,NYA,AL,15,7,0,0,0,0,0,0,0,0,0,3,,0,0,, +mchenau01,1920,1,SLN,NL,137,504,66,142,19,11,10,65,8,11,25,73,,0,13,, +mcinnst01,1920,1,BOS,AL,148,559,50,166,21,3,2,72,6,11,18,19,,2,45,, +mckecbi01,1920,1,PIT,NL,40,133,13,29,3,1,1,13,7,4,4,7,,0,3,, +mcmanma01,1920,1,SLA,AL,1,3,0,1,0,1,0,1,0,0,0,0,,0,1,, +mcmulfr01,1920,1,CHA,AL,46,127,14,25,1,4,0,13,1,1,9,13,,1,1,, +mcnalmi01,1920,1,BOS,AL,93,312,42,80,5,1,0,23,13,10,31,24,,1,20,, +mcquihu01,1920,1,BSN,NL,38,74,8,19,4,4,1,8,0,1,3,23,,0,6,, +meadojo01,1920,1,PIT,NL,12,6,0,1,0,0,0,0,0,0,1,2,,0,0,, +meadole01,1920,1,PHI,NL,39,82,3,14,2,0,0,4,0,0,3,18,,0,2,, +menosmi01,1920,1,BOS,AL,141,532,80,158,24,9,3,64,23,19,65,52,,9,21,, +merklfr01,1920,1,CHN,NL,92,330,33,94,20,4,3,38,3,5,24,32,,1,12,, +meusebo01,1920,1,NYA,AL,119,460,75,151,40,7,11,83,4,4,20,72,,2,12,, +meuseir01,1920,1,PHI,NL,138,518,75,160,27,8,14,69,17,11,32,27,,0,13,, +milancl01,1920,1,WS1,AL,126,506,70,163,22,5,3,41,10,12,28,12,,5,25,, +miljujo01,1920,1,BRO,NL,10,6,0,2,0,1,0,0,0,0,1,0,,0,0,, +milledo02,1920,1,PHI,NL,98,343,41,87,12,2,1,27,13,6,16,17,,1,15,, +milleot01,1920,1,BRO,NL,90,301,16,87,9,2,0,33,0,5,9,18,,1,13,, +millera03,1920,1,PHI,NL,97,338,28,74,14,1,0,28,3,4,11,32,,1,8,, +mitchcl01,1920,1,BRO,NL,55,107,9,25,2,2,0,11,1,0,8,9,,0,1,, +mogrige01,1920,1,NYA,AL,26,42,5,7,2,1,0,5,0,0,2,5,,0,1,, +moharge01,1920,1,BRO,NL,13,8,0,1,0,0,0,0,0,0,2,2,,0,0,, +moorero01,1920,1,PHA,AL,27,50,2,10,0,0,1,3,0,1,1,14,,0,1,, +morribi01,1920,1,DET,AL,8,8,2,0,0,0,0,0,0,0,0,3,,0,0,, +morrijo04,1920,1,PIT,NL,2,3,1,0,0,0,0,0,0,0,0,2,,0,0,, +mortogu01,1920,1,CLE,AL,29,46,1,10,0,0,0,2,0,0,1,9,,0,1,, +muellhe01,1920,1,SLN,NL,4,22,0,7,1,0,0,1,1,0,2,4,,0,0,, +mullebi01,1920,1,SLA,AL,2,4,0,0,0,0,0,0,0,0,0,0,,0,0,, +murchti01,1920,1,CLE,AL,2,1,0,0,0,0,0,0,0,0,0,1,,0,0,, +murphed02,1920,1,CHA,AL,58,118,22,40,2,1,0,19,1,3,12,4,,1,2,, +myattgl01,1920,1,PHA,AL,70,196,14,49,8,3,0,18,1,3,12,22,,0,4,, +myersel01,1920,1,CLE,AL,16,25,2,6,2,0,0,4,0,0,0,3,,0,2,, +myersel01,1920,2,BOS,AL,12,38,8,12,1,1,0,7,0,0,2,2,,0,0,, +myershy01,1920,1,BRO,NL,154,582,83,177,36,22,4,80,9,13,35,54,,1,33,, +napiebu01,1920,1,CIN,NL,9,14,1,3,1,0,0,1,0,0,3,4,,0,0,, +nayloro01,1920,1,PHA,AL,42,86,4,14,0,0,0,1,0,0,0,27,,0,2,, +nealegr01,1920,1,CIN,NL,150,530,55,135,10,7,3,46,29,12,45,48,,8,18,, +nehfar01,1920,1,NY1,NL,40,97,11,26,4,0,0,4,2,1,7,10,,0,4,, +neisbe01,1920,1,BRO,NL,95,249,38,63,11,2,2,22,9,9,26,35,,2,10,, +newkijo01,1920,1,CHN,NL,2,3,1,0,0,0,0,0,0,0,0,0,,0,0,, +nichofr02,1920,1,PIT,NL,99,247,33,89,16,7,4,30,9,6,18,31,,0,6,, +niehadi01,1920,1,CLE,AL,19,9,0,4,0,0,0,1,0,0,2,3,,0,0,, +northlo01,1920,1,SLN,NL,26,31,2,7,1,0,0,3,0,0,1,7,,0,1,, +nunamle01,1920,1,CLE,AL,34,54,10,18,3,3,0,14,1,0,4,5,,0,1,, +odoulle01,1920,1,NYA,AL,13,12,2,2,1,0,0,1,0,0,1,1,,0,0,, +oeschjo01,1920,1,BSN,NL,38,101,3,18,5,0,0,7,0,0,1,14,,0,5,, +ofarrbo01,1920,1,CHN,NL,94,270,29,67,11,4,3,19,1,0,34,23,,0,8,, +okriefr01,1920,1,DET,AL,21,5,1,1,0,0,0,0,0,0,0,3,,0,1,, +oldhare01,1920,1,DET,AL,39,69,7,12,0,1,0,7,0,0,6,13,,0,4,, +olsoniv01,1920,1,BRO,NL,143,637,71,162,13,11,1,46,4,7,20,19,,1,7,, +oneilji01,1920,1,WS1,AL,86,294,27,85,17,7,1,40,7,3,13,30,,2,11,, +oneilmi02,1920,1,BSN,NL,112,304,19,86,5,4,0,28,4,4,21,20,,5,13,, +oneilst01,1920,1,CLE,AL,149,489,63,157,39,5,3,55,3,5,69,39,,3,15,, +ormege01,1920,1,BOS,AL,4,6,4,2,0,0,0,1,0,0,3,0,,0,0,, +orourfr01,1920,1,WS1,AL,14,54,8,16,1,0,0,5,2,1,2,5,,0,2,, +paschbe01,1920,1,BOS,AL,9,28,5,10,0,0,0,5,1,0,5,2,,0,0,, +paskedo01,1920,1,CHN,NL,139,487,57,136,22,10,5,71,16,14,64,58,,3,18,, +paulege01,1920,1,PHI,NL,143,562,59,162,16,6,1,36,9,8,33,16,,4,9,, +paynege01,1920,1,CHA,AL,12,8,2,1,0,0,0,0,0,0,1,2,,0,0,, +peckiro01,1920,1,NYA,AL,139,534,109,144,26,6,8,55,8,12,72,47,,0,14,, +pennohe01,1920,1,BOS,AL,38,77,7,20,3,0,0,6,0,0,9,18,,1,7,, +perkicy01,1920,1,PHA,AL,148,492,40,128,24,6,5,52,5,6,28,35,,2,13,, +perripo01,1920,1,NY1,NL,8,4,0,0,0,0,0,0,0,0,0,4,,0,0,, +perrysc01,1920,1,PHA,AL,42,83,4,13,2,0,1,3,0,0,3,12,,0,5,, +pfeffje01,1920,1,BRO,NL,30,74,5,18,0,1,0,8,0,0,2,12,,0,6,, +picinva01,1920,1,WS1,AL,48,133,14,27,6,2,3,14,0,0,9,33,,1,2,, +pickch01,1920,1,BSN,NL,95,383,34,105,16,6,2,28,10,16,23,11,,3,18,, +pieroal01,1920,1,BSN,NL,6,8,1,2,0,0,0,2,0,0,0,3,,0,1,, +pinelba01,1920,1,DET,AL,102,284,33,65,9,3,0,21,6,8,25,16,,2,20,, +pippwa01,1920,1,NYA,AL,153,610,109,171,30,14,11,76,4,10,48,54,,6,23,, +pondeel01,1920,1,PIT,NL,33,59,2,7,1,0,0,3,0,0,2,24,,0,3,, +powelra01,1920,1,BSN,NL,147,609,69,137,12,12,6,29,10,18,44,83,,4,9,, +prattde01,1920,1,NYA,AL,154,574,84,180,37,8,4,97,12,10,50,24,,3,27,, +prothdo01,1920,1,WS1,AL,6,13,2,5,0,0,0,2,0,0,0,4,,0,0,, +pruesea01,1920,1,SLA,AL,1,0,1,0,0,0,0,0,1,0,1,0,,0,0,, +quinnja01,1920,1,NYA,AL,41,88,6,8,0,0,2,6,0,0,9,26,,0,3,, +raridbi01,1920,1,CIN,NL,39,101,9,25,3,0,0,10,2,0,5,0,,0,2,, +rathmo01,1920,1,CIN,NL,129,506,61,135,7,4,2,28,10,11,36,24,,3,28,, +rawlijo01,1920,1,BSN,NL,5,3,0,0,0,0,0,2,0,0,0,1,,0,3,, +rawlijo01,1920,2,PHI,NL,98,384,39,90,19,2,3,30,9,6,22,25,,1,23,, +ricesa01,1920,1,WS1,AL,153,624,83,211,29,9,3,80,63,30,39,23,,4,19,, +richmra01,1920,1,SLA,AL,2,6,1,1,0,0,0,1,0,0,1,1,,0,1,, +ringji01,1920,1,CIN,NL,42,96,6,19,3,1,0,12,1,1,2,27,,1,2,, +risbesw01,1920,1,CHA,AL,126,458,53,122,21,10,2,65,12,10,31,45,,2,15,, +rixeyep01,1920,1,PHI,NL,43,101,6,25,0,1,1,8,0,0,2,11,,2,3,, +roberda01,1920,1,CHN,NL,134,500,68,150,29,11,10,75,17,23,40,44,,1,14,, +rommeed01,1920,1,PHA,AL,34,51,8,11,1,0,0,5,0,0,4,8,,0,8,, +rothbr01,1920,1,WS1,AL,138,468,80,136,23,8,9,92,24,12,75,57,,6,12,, +roushed01,1920,1,CIN,NL,149,579,81,196,22,16,4,90,36,24,42,22,,3,26,, +rudoldi01,1920,1,BSN,NL,18,27,2,5,0,0,0,3,0,0,2,5,,0,2,, +ruelmu01,1920,1,NYA,AL,82,261,30,70,14,1,1,15,4,2,15,18,,1,7,, +ruethdu01,1920,1,CIN,NL,45,104,3,20,4,0,0,10,0,0,5,24,,0,2,, +russeal01,1920,1,BOS,AL,17,41,2,5,0,0,0,2,0,0,4,18,,0,2,, +ruthba01,1920,1,NYA,AL,142,457,158,172,36,9,54,137,14,14,150,80,,3,5,, +ryanro01,1920,1,NY1,NL,3,5,1,0,0,0,0,0,0,0,0,0,,0,0,, +sallesl01,1920,1,CIN,NL,21,35,1,6,0,0,0,4,0,0,2,8,,1,1,, +sallesl01,1920,2,NY1,NL,5,3,0,1,0,0,0,0,0,0,1,0,,0,1,, +sandero02,1920,1,SLA,AL,8,4,0,0,0,0,0,0,0,0,0,3,,0,0,, +schacal01,1920,1,WS1,AL,22,26,4,5,2,0,0,3,0,0,4,4,,1,1,, +schalra01,1920,1,CHA,AL,151,485,64,131,25,5,1,61,10,4,68,19,,2,21,, +schanwa01,1920,1,BOS,AL,122,387,58,118,30,7,4,51,7,7,64,37,,7,8,, +schenjo01,1920,1,SLA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schinbi01,1920,1,SLN,NL,1,2,0,0,0,0,0,0,0,0,0,1,,0,0,, +schmara01,1920,1,BRO,NL,28,63,7,15,2,1,0,7,1,1,3,4,,0,4,, +schmiwa01,1920,1,PIT,NL,94,310,22,86,8,4,0,20,9,3,24,15,,4,10,, +schuljo03,1920,1,SLN,NL,99,320,38,84,5,5,0,32,5,4,21,11,,0,12,, +schulwa01,1920,1,SLN,NL,2,2,0,0,0,0,0,0,0,0,0,2,,0,0,, +schupfe01,1920,1,SLN,NL,39,86,11,22,7,1,0,6,0,0,6,18,,0,4,, +scottev01,1920,1,BOS,AL,154,569,41,153,21,12,4,61,4,11,21,15,,4,21,, +scottge01,1920,1,SLN,NL,2,1,0,0,0,0,0,0,0,0,0,1,,0,0,, +scottja01,1920,1,BSN,NL,44,99,5,21,3,0,0,4,0,1,5,16,,0,3,, +seech01,1920,1,CIN,NL,47,82,9,25,4,0,0,15,2,4,1,7,,2,4,, +severha01,1920,1,SLA,AL,123,422,46,117,14,5,2,49,5,3,33,11,,4,6,, +seweljo01,1920,1,CLE,AL,22,70,14,23,4,1,0,12,1,0,9,4,,1,3,, +shankho01,1920,1,WS1,AL,128,444,56,119,16,7,4,37,11,6,29,43,,2,14,, +shannbi01,1920,1,PHA,AL,1,1,0,0,0,0,0,0,0,0,0,0,,0,0,, +shannre01,1920,1,WS1,AL,63,222,30,64,8,7,0,30,2,5,22,32,,0,6,, +shannre01,1920,2,PHA,AL,24,88,4,15,1,1,0,3,1,1,4,12,,0,3,, +shawji01,1920,1,WS1,AL,38,74,6,14,4,1,0,2,0,0,3,31,,2,3,, +shawkbo01,1920,1,NYA,AL,38,100,13,23,1,0,0,10,0,0,4,13,,1,1,, +sheehja01,1920,1,BRO,NL,3,5,0,2,1,0,0,0,0,0,1,0,,0,0,, +sherdbi01,1920,1,SLN,NL,49,63,4,14,1,1,1,2,0,0,3,5,,0,2,, +sherire01,1920,1,BRO,NL,3,2,0,0,0,0,0,0,0,0,0,1,,0,0,, +shiredu01,1920,1,WS1,AL,2,1,0,0,0,0,0,0,0,0,0,1,,0,0,, +shockur01,1920,1,SLA,AL,38,80,8,18,3,0,0,10,0,1,11,21,,2,5,, +shoreer01,1920,1,NYA,AL,14,11,2,2,0,0,0,0,0,0,2,2,,0,2,, +shortch01,1920,1,DET,AL,116,364,35,105,9,6,1,40,2,4,28,14,,0,18,, +shottbu01,1920,1,SLN,NL,62,180,28,41,5,0,1,12,5,1,18,14,,2,3,, +shovljo01,1920,1,SLA,AL,7,7,2,2,0,0,0,2,0,0,0,0,,0,0,, +sickied01,1920,1,NY1,NL,46,134,11,23,3,1,0,9,6,2,10,10,,1,4,, +sickied01,1920,2,CIN,NL,37,123,12,33,3,0,0,17,2,3,13,5,,0,1,, +sislege01,1920,1,SLA,AL,154,631,137,257,49,18,19,122,42,17,46,19,,2,13,, +slappjo01,1920,1,PHA,AL,3,2,1,1,1,0,0,0,0,0,0,0,,0,0,, +smithea01,1920,1,SLA,AL,103,353,45,108,21,8,3,55,11,4,13,18,,3,8,, +smithea02,1920,1,NY1,NL,91,262,20,77,7,1,1,30,5,2,18,16,,2,3,, +smithel02,1920,1,CLE,AL,129,456,82,144,37,10,12,103,5,4,53,35,,3,13,, +smithge02,1920,1,PHI,NL,43,72,5,7,0,0,0,3,0,0,5,26,,0,8,, +smithja03,1920,1,SLN,NL,91,313,53,104,22,5,1,28,14,9,25,23,,2,6,, +smithpa02,1920,1,BOS,AL,2,2,0,0,0,0,0,0,0,0,0,1,,0,0,, +smithsh01,1920,1,BRO,NL,33,43,6,10,2,2,0,3,1,0,1,9,,0,0,, +snydebi01,1920,1,WS1,AL,16,19,1,6,0,0,0,2,0,0,1,3,,0,0,, +snydefr01,1920,1,NY1,NL,87,264,26,66,13,4,3,27,2,2,17,18,,0,11,, +sothoal01,1920,1,SLA,AL,36,72,4,16,1,1,0,6,0,1,2,10,,0,5,, +southbi01,1920,1,PIT,NL,146,546,64,155,17,13,2,53,23,25,52,20,,2,17,, +speaktr01,1920,1,CLE,AL,150,552,137,214,50,11,8,107,10,13,97,13,,5,20,, +spencve01,1920,1,NY1,NL,45,140,15,28,2,3,0,19,4,3,11,17,,0,1,, +sperapa01,1920,1,SLA,AL,1,2,0,0,0,0,0,0,0,0,0,0,,0,0,, +stanaos01,1920,1,DET,AL,78,238,12,55,17,0,0,17,0,0,14,21,,1,8,, +statzji01,1920,1,NY1,NL,16,30,0,4,0,1,0,5,0,1,2,9,,0,1,, +statzji01,1920,2,BOS,AL,2,3,0,0,0,0,0,0,0,0,0,0,,0,0,, +stengca01,1920,1,PHI,NL,129,445,53,130,25,6,9,50,7,13,38,35,,6,15,, +stockmi01,1920,1,SLN,NL,155,639,85,204,28,6,0,76,15,17,40,27,,1,28,, +strunam01,1920,1,PHA,AL,58,202,23,60,9,3,0,20,0,6,21,9,,0,9,, +strunam01,1920,2,CHA,AL,53,188,33,45,8,1,1,16,1,0,28,15,,0,2,, +stylele01,1920,1,PHA,AL,24,50,5,13,3,1,0,5,1,0,6,7,,0,0,, +sullijo04,1920,1,BSN,NL,81,250,36,74,14,4,1,28,3,2,29,29,,2,9,, +summaho01,1920,1,PIT,NL,10,22,1,7,1,1,0,1,1,0,3,1,,0,4,, +swartmo01,1920,1,CIN,NL,1,4,0,2,0,0,0,0,0,0,0,0,,0,0,, +tayloza02,1920,1,BRO,NL,9,13,3,5,2,0,0,5,0,1,0,2,,0,0,, +terryze01,1920,1,CHN,NL,133,496,56,139,26,9,0,52,12,16,44,22,,2,33,, +theisja01,1920,1,CIN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thomafr02,1920,1,PHA,AL,76,255,27,59,6,3,1,11,8,4,26,17,,2,12,, +thomafr02,1920,2,WS1,AL,3,7,0,1,0,0,0,0,0,1,0,1,,0,0,, +thomapi01,1920,1,CLE,AL,9,9,2,3,1,0,0,0,0,0,3,1,,0,0,, +thompfr02,1920,1,SLA,AL,22,53,7,9,0,0,0,5,1,1,13,10,,1,0,, +thormha01,1920,1,NYA,AL,29,45,3,10,4,1,0,8,0,0,2,17,,0,5,, +tiernco01,1920,1,PIT,NL,12,46,4,11,5,0,0,8,1,1,3,4,,0,3,, +tobinja01,1920,1,SLA,AL,147,593,94,202,34,10,4,62,21,13,39,23,,2,18,, +toneyfr01,1920,1,NY1,NL,42,96,6,23,4,2,0,8,0,1,3,19,,0,2,, +torphre01,1920,1,BSN,NL,3,15,1,3,2,0,0,2,0,0,0,1,,0,0,, +torreri01,1920,1,WS1,AL,16,30,8,10,1,0,0,3,0,0,1,4,,0,0,, +townsir01,1920,1,BSN,NL,4,2,0,0,0,0,0,0,0,0,0,1,,0,0,, +townsle01,1920,1,BSN,NL,7,6,1,1,0,0,0,0,0,0,1,3,,0,1,, +tragewa01,1920,1,PHI,NL,62,176,17,37,11,1,6,26,4,0,4,36,,2,1,, +traynpi01,1920,1,PIT,NL,17,52,6,11,3,1,0,2,1,3,3,6,,1,0,, +tueroos01,1920,1,SLN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +turnete02,1920,1,CHN,NL,1,1,0,0,0,0,0,0,0,0,0,1,,0,0,, +twombba01,1920,1,CHN,NL,78,183,25,43,1,1,2,14,5,9,17,20,,1,4,, +tylerle01,1920,1,CHN,NL,29,65,6,17,3,1,0,6,0,0,9,7,,0,2,, +uhlege01,1920,1,CLE,AL,27,32,4,11,0,0,0,2,1,0,2,2,,0,0,, +vangiel01,1920,1,SLA,AL,24,30,3,4,0,0,0,1,0,0,2,3,,0,0,, +vaughhi01,1920,1,CHN,NL,40,102,14,22,3,1,1,12,0,0,12,23,,0,2,, +veachbo01,1920,1,DET,AL,154,612,92,188,39,15,11,113,11,7,36,22,,7,15,, +veddelo01,1920,1,DET,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vicksa01,1920,1,NYA,AL,51,118,21,26,7,1,0,11,1,1,14,20,,2,1,, +vittos01,1920,1,BOS,AL,87,296,50,65,10,4,1,28,5,4,43,10,,1,26,, +walkecu01,1920,1,NY1,NL,8,14,0,1,0,0,0,0,0,0,1,3,,0,0,, +walkefr01,1920,1,PHA,AL,24,91,10,21,2,2,0,10,0,2,5,14,,2,2,, +walkejo01,1920,1,PHA,AL,9,22,0,5,1,0,0,5,0,0,0,1,,0,2,, +walketi01,1920,1,PHA,AL,149,585,79,157,23,7,17,82,8,3,41,59,,4,18,, +walshwa01,1920,1,PHI,NL,2,0,0,0,0,0,0,0,0,0,0,0,,0,0,, +waltero01,1920,1,BOS,AL,88,258,25,51,11,1,0,28,2,2,30,21,,9,11,, +wambsbi01,1920,1,CLE,AL,153,565,83,138,16,11,1,55,9,18,54,26,,5,40,, +wardaa01,1920,1,NYA,AL,127,496,62,127,18,7,11,55,7,5,33,84,,1,17,, +wardch01,1920,1,BRO,NL,19,71,7,11,1,0,0,4,1,0,3,3,,1,6,, +watsomu01,1920,1,BSN,NL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,,0 +watsomu01,1920,2,PIT,NL,5,3,0,0,0,0,0,0,0,0,0,2,,0,0,, +watsomu01,1920,3,BSN,NL,12,23,2,3,0,0,0,1,0,0,1,9,,0,1,, +wattal01,1920,1,WS1,AL,1,1,0,1,1,0,0,1,0,0,0,0,,0,0,, +weavebu01,1920,1,CHA,AL,151,629,102,208,34,8,2,75,19,17,28,23,,6,27,, +weilmca01,1920,1,SLA,AL,30,63,6,11,0,0,0,6,0,0,4,12,,1,4,, +weinele01,1920,1,PHI,NL,10,5,0,0,0,0,0,0,0,0,0,1,,0,0,, +welchfr01,1920,1,PHA,AL,100,360,43,93,17,5,4,40,2,9,26,41,,2,8,, +wetzedu01,1920,1,SLA,AL,7,21,5,9,1,1,0,5,0,1,4,1,,0,1,, +wheatma01,1920,1,PHI,NL,78,230,15,52,10,3,3,20,3,1,8,35,,3,3,, +wheatza01,1920,1,BRO,NL,148,583,89,191,26,13,9,73,8,10,48,21,,6,6,, +whelato01,1920,1,BSN,NL,1,1,0,0,0,0,0,0,0,0,1,1,,0,0,, +whittpo01,1920,1,PIT,NL,134,494,53,129,11,12,1,74,11,11,35,36,,3,23,, +wilkiro01,1920,1,CHA,AL,34,48,5,7,0,1,0,2,0,0,1,12,,0,1,, +willicy01,1920,1,PHI,NL,148,590,88,192,36,10,15,72,18,12,32,45,,4,17,, +willike01,1920,1,SLA,AL,141,521,90,160,34,13,10,72,18,8,41,26,,4,26,, +willile01,1920,1,CHA,AL,39,101,5,22,2,1,0,11,0,0,7,16,,0,8,, +wilsoar01,1920,1,BSN,NL,16,19,0,1,0,0,0,0,0,0,1,1,,1,0,, +wilsomu01,1920,1,DET,AL,3,4,0,1,0,0,0,1,0,0,0,1,,0,1,, +wingoed01,1920,1,PHA,AL,1,4,0,1,0,0,0,1,0,0,0,0,,0,0,, +wingoiv01,1920,1,CIN,NL,108,364,32,96,11,5,2,38,6,4,19,13,,0,8,, +winteje01,1920,1,NY1,NL,21,7,0,0,0,0,0,0,0,0,0,1,,0,0,, +wisneja01,1920,1,PIT,NL,17,7,0,0,0,0,0,0,0,0,0,3,,1,0,, +withrfr01,1920,1,PHI,NL,48,132,8,24,4,1,0,12,0,0,8,26,,2,2,, +wittwh01,1920,1,PHA,AL,65,218,29,70,11,3,1,25,2,3,27,16,,0,8,, +woodala01,1920,1,DET,AL,18,49,4,12,1,0,0,5,0,0,2,6,,0,3,, +woodjo02,1920,1,CLE,AL,61,137,25,37,11,2,1,30,1,1,25,16,,2,12,, +wrighru01,1920,1,PHI,NL,76,206,23,54,6,1,3,17,3,2,10,25,,2,2,, +youngra01,1920,1,DET,AL,150,594,84,173,21,6,0,33,8,13,85,30,,2,22,, +youngro01,1920,1,NY1,NL,153,581,92,204,27,14,6,78,18,18,75,55,,2,13,, +zachato01,1920,1,WS1,AL,51,111,7,29,6,1,0,11,0,1,10,27,,0,0,, +zinnji01,1920,1,PIT,NL,8,15,2,3,0,1,0,1,0,0,1,5,,0,0,, +acostjo01,1921,1,WS1,AL,33,30,2,2,0,0,0,0,1,0,6,14,,0,1,, +adamsba01,1921,1,PIT,NL,25,63,7,16,2,4,0,6,1,0,1,7,,0,2,, +ainsmed01,1921,1,DET,AL,35,98,6,27,5,2,0,12,1,0,13,7,,0,4,, +ainsmed01,1921,2,SLN,NL,27,62,5,18,0,1,0,5,0,0,3,4,,0,1,, +alexape01,1921,1,CHN,NL,31,95,8,29,3,1,1,14,0,1,2,13,,0,5,, +austiji01,1921,1,SLA,AL,27,66,8,18,2,1,0,2,2,1,4,7,,1,4,, +ayersdo01,1921,1,DET,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bagbyji01,1921,1,CLE,AL,41,76,8,15,7,1,0,11,0,0,0,8,,0,2,, +bailebi01,1921,1,SLN,NL,19,22,0,2,0,0,0,0,0,0,1,5,,0,0,, +bailesw01,1921,1,CHN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bailesw01,1921,2,BRO,NL,7,5,0,0,0,0,0,0,0,0,1,4,,0,0,, +bakerfr01,1921,1,NYA,AL,94,330,46,97,16,2,9,71,8,5,26,12,,4,9,, +bancrda01,1921,1,NY1,NL,153,606,121,193,26,15,6,67,17,10,66,23,,4,22,, +barbawa01,1921,1,BSN,NL,134,550,66,166,22,7,0,49,11,4,24,28,,0,26,, +barbetu01,1921,1,CHN,NL,127,452,73,142,14,4,1,54,5,9,41,24,,6,14,, +barneje01,1921,1,NY1,NL,42,92,8,19,0,1,0,6,1,2,3,3,,0,4,, +barnesa01,1921,1,DET,AL,7,11,2,2,1,0,0,0,0,0,2,1,,1,0,, +barnhcl01,1921,1,PIT,NL,124,449,66,116,15,13,3,62,3,3,32,36,,3,21,, +barrebi02,1921,1,PHA,AL,14,30,3,7,2,1,0,3,0,0,0,5,,0,0,, +bassljo01,1921,1,DET,AL,119,388,37,119,18,5,0,56,2,1,58,16,,3,14,, +baumgst01,1921,1,PHI,NL,31,30,5,6,1,0,0,1,0,0,5,4,,0,0,, +baynebi01,1921,1,SLA,AL,47,60,11,18,1,1,1,5,0,0,6,8,,3,0,, +behanpe01,1921,1,PHI,NL,2,4,0,0,0,0,0,0,0,0,0,2,,0,0,, +bentoru01,1921,1,NY1,NL,18,21,1,3,1,0,0,1,0,0,1,4,,0,2,, +berryjo02,1921,1,NY1,NL,9,6,0,2,0,1,0,2,0,0,1,1,,0,0,, +bettshu01,1921,1,PHI,NL,32,30,2,8,1,0,0,0,0,0,1,8,,0,0,, +bigbeca01,1921,1,PIT,NL,147,632,100,204,23,17,3,42,21,20,41,19,,0,11,, +bigbely01,1921,1,PIT,NL,5,2,0,0,0,0,0,0,0,0,0,1,,0,0,, +billijo01,1921,1,SLA,AL,20,46,2,10,0,0,0,4,0,0,0,7,,0,1,, +birdre01,1921,1,WS1,AL,1,1,0,0,0,0,0,0,0,0,0,1,,0,0,, +bishobi02,1921,1,PHA,AL,2,3,0,0,0,0,0,0,0,0,0,1,,0,0,, +blackch01,1921,1,CHA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bluelu01,1921,1,DET,AL,153,585,103,180,33,11,5,75,13,17,103,47,,5,16,, +bodiepi01,1921,1,NYA,AL,31,87,5,15,2,2,0,12,0,1,8,8,,0,2,, +boeckto01,1921,1,BSN,NL,153,592,93,185,20,13,10,84,20,15,52,41,,2,17,, +boehlge01,1921,1,SLA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bohnesa01,1921,1,CIN,NL,153,613,98,175,28,16,3,44,26,22,54,38,,4,20,, +bolanbe01,1921,1,SLA,AL,7,10,1,1,0,0,0,0,0,0,1,2,,0,0,, +booneda01,1921,1,DET,AL,1,1,0,0,0,0,0,0,0,0,0,0,,0,0,, +bratsfr01,1921,1,CHA,AL,16,28,0,8,1,0,0,3,0,0,0,2,,0,0,, +braxtga01,1921,1,BSN,NL,17,7,0,0,0,0,0,0,0,0,0,6,,0,0,, +brazifr01,1921,1,PHA,AL,66,177,17,48,3,1,0,19,2,4,23,21,,2,4,, +brently01,1921,1,CIN,NL,17,15,1,2,1,0,0,2,0,0,2,4,,0,3,, +bressru01,1921,1,CIN,NL,109,323,41,99,18,6,1,54,5,5,39,20,,2,17,, +brottto01,1921,1,WS1,AL,4,7,1,1,0,0,0,0,0,0,2,1,,0,0,, +brottto01,1921,2,PIT,NL,30,91,6,22,2,0,0,9,0,1,3,11,,0,1,, +browefr01,1921,1,WS1,AL,83,203,31,53,12,3,1,35,1,1,18,7,,3,6,, +browned02,1921,1,NY1,NL,70,128,16,36,6,2,0,12,1,0,4,11,,4,3,, +bruggfr01,1921,1,PHI,NL,96,277,28,86,11,2,5,28,6,2,23,37,,3,5,, +burnsge01,1921,1,NY1,NL,149,605,111,181,28,9,4,61,19,20,80,24,,6,7,, +burnsge02,1921,1,CLE,AL,84,244,52,88,21,4,0,49,3,1,13,19,,2,6,, +burwebi01,1921,1,SLA,AL,33,25,3,6,1,0,0,3,0,0,1,1,,0,0,, +bushdo01,1921,1,DET,AL,104,402,72,113,6,5,0,27,8,11,45,23,,1,40,, +bushdo01,1921,2,WS1,AL,23,84,15,18,1,0,0,2,2,2,12,4,,0,1,, +bushjo01,1921,1,BOS,AL,50,120,19,39,5,4,0,17,2,0,3,14,,0,3,, +cadorle01,1921,1,BRO,NL,35,75,7,14,2,1,1,8,0,2,1,13,,0,3,, +caldwra02,1921,1,CLE,AL,38,53,2,11,4,0,1,3,0,0,2,5,,0,1,, +callafr01,1921,1,PHA,AL,14,50,7,12,1,1,0,4,1,0,2,11,,1,2,, +careyma01,1921,1,PIT,NL,140,521,85,161,34,4,7,56,37,12,70,30,,4,30,, +carlsha01,1921,1,PIT,NL,31,34,3,10,2,0,0,2,0,0,0,6,,0,0,, +causere01,1921,1,PHI,NL,8,20,1,3,2,0,0,0,0,0,0,3,,0,0,, +causere01,1921,2,NY1,NL,9,3,1,1,0,0,0,0,0,0,0,0,,0,0,, +chapled01,1921,1,BOS,AL,3,2,0,0,0,0,0,0,0,0,0,1,,0,0,, +cheevvi01,1921,1,CHN,NL,37,48,3,8,1,0,0,0,0,0,1,13,,0,4,, +chrisll01,1921,1,BSN,NL,62,125,34,44,6,2,3,16,3,4,21,7,,1,4,, +clarkbo03,1921,1,CLE,AL,5,3,0,0,0,0,0,0,0,0,0,0,,0,0,, +clarkle01,1921,1,CIN,NL,1,1,0,0,0,0,0,0,0,0,0,1,,0,0,, +clemove01,1921,1,SLN,NL,117,341,29,109,16,2,2,48,0,0,33,17,,0,7,, +cobbty01,1921,1,DET,AL,128,507,124,197,37,16,12,101,22,15,56,19,,3,15,, +colebe01,1921,1,DET,AL,30,46,12,13,2,3,0,8,0,0,1,4,,0,3,, +collied01,1921,1,CHA,AL,139,526,79,177,20,10,2,58,12,10,66,11,,2,13,, +collipa01,1921,1,SLA,AL,58,111,9,27,3,0,1,10,1,0,16,17,,0,3,, +colliri01,1921,1,NYA,AL,28,56,4,11,0,1,0,6,0,0,3,18,,0,2,, +collish01,1921,1,BOS,AL,141,542,63,155,29,12,4,69,15,8,18,38,,4,20,, +collizi01,1921,1,PHA,AL,24,71,14,20,5,1,0,5,1,2,6,5,,2,1,, +connasa01,1921,1,CHA,AL,5,8,2,4,0,1,0,0,0,0,0,1,,0,0,, +conneto01,1921,1,NYA,AL,4,5,0,1,0,0,0,0,0,0,1,0,,0,0,, +connojo05,1921,1,NY1,NL,2,4,0,0,0,0,0,0,0,0,1,1,,0,0,, +coonejo01,1921,1,BSN,NL,8,5,0,1,0,0,0,0,0,0,0,1,,0,0,, +coopewi01,1921,1,PIT,NL,38,122,11,31,5,2,0,9,0,1,3,7,,2,4,, +coumbfr01,1921,1,CIN,NL,31,25,2,8,1,0,0,4,0,0,0,7,,0,1,, +courtha01,1921,1,WS1,AL,32,47,5,14,3,0,0,5,0,0,0,4,,0,1,, +covelst01,1921,1,CLE,AL,43,116,3,18,5,1,0,16,0,0,4,26,,0,11,, +cranesa02,1921,1,CIN,NL,73,215,20,50,10,2,0,16,2,5,14,14,,4,9,, +cruiswa01,1921,1,BSN,NL,108,344,47,119,16,7,8,55,10,8,48,24,,2,9,, +culloni01,1921,1,SLA,AL,4,3,0,0,0,0,0,0,0,0,0,2,,0,0,, +cunnibi02,1921,1,NY1,NL,40,76,10,21,2,1,1,12,0,1,3,3,,1,3,, +cunnige01,1921,1,DET,AL,1,0,0,0,0,0,0,0,0,0,0,0,,0,0,, +cutshge01,1921,1,PIT,NL,98,350,46,119,18,4,0,53,14,5,11,11,,1,12,, +cuyleki01,1921,1,PIT,NL,1,3,0,0,0,0,0,0,0,0,0,1,,0,0,, +dalyto02,1921,1,CHN,NL,51,143,12,34,7,1,0,22,1,2,8,8,,0,2,, +daubeja01,1921,1,CIN,NL,136,516,69,158,18,12,2,64,12,6,24,16,,3,33,, +daussho01,1921,1,DET,AL,32,88,8,23,2,1,1,11,0,0,4,15,,0,2,, +davenlu01,1921,1,CHA,AL,15,17,3,7,1,0,0,2,0,0,0,8,,0,0,, +davisdi01,1921,1,SLA,AL,40,95,5,20,3,1,0,10,0,0,2,3,,0,4,, +dealch01,1921,1,CHN,NL,115,422,52,122,19,8,3,66,3,5,13,9,,0,19,, +deberjo01,1921,1,SLA,AL,10,2,0,0,0,0,0,0,0,0,0,1,,0,0,, +devoral01,1921,1,NYA,AL,22,49,6,17,4,0,0,7,2,0,2,4,,0,2,, +dillhpi01,1921,1,SLN,NL,76,162,19,39,4,4,0,15,2,1,11,7,,0,2,, +doakbi01,1921,1,SLN,NL,32,70,4,10,2,1,0,1,0,0,0,28,,0,10,, +dodgesa01,1921,1,BOS,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +donohpe01,1921,1,CIN,NL,21,38,3,8,1,0,1,4,0,0,0,8,,0,4,, +douglas01,1921,1,CIN,NL,4,7,1,1,0,0,0,0,0,0,0,1,,0,0,, +douglph01,1921,1,NY1,NL,40,81,7,16,2,0,1,10,1,0,3,12,,0,5,, +duganjo01,1921,1,PHA,AL,119,461,54,136,22,6,10,58,5,1,28,45,,5,13,, +duncapa01,1921,1,CIN,NL,145,532,57,164,27,10,2,60,7,18,44,33,,5,18,, +dykesji01,1921,1,PHA,AL,155,613,88,168,32,13,16,77,6,5,60,75,,15,13,, +eayrsed01,1921,1,BSN,NL,15,15,0,1,0,0,0,1,0,0,0,4,,0,0,, +eayrsed01,1921,2,BRO,NL,8,6,1,1,0,0,0,1,0,0,2,0,,0,0,, +ehmkeho01,1921,1,DET,AL,30,74,9,21,3,1,0,9,0,0,1,7,,0,4,, +ellerfr01,1921,1,WS1,AL,10,10,1,2,0,1,0,1,0,0,0,2,,0,0,, +ellerfr01,1921,2,SLA,AL,105,430,65,124,20,12,2,49,1,6,22,42,,3,30,, +ellerho01,1921,1,CIN,NL,13,13,3,3,0,0,0,3,0,0,1,0,,0,0,, +ellioca01,1921,1,CHN,NL,12,28,5,7,2,0,0,0,0,0,5,3,,0,2,, +ericker01,1921,1,WS1,AL,32,60,3,9,1,0,0,1,0,0,4,16,,0,3,, +evansjo01,1921,1,CLE,AL,57,153,36,51,11,0,0,21,4,1,19,5,,1,1,, +ewingre01,1921,1,SLN,NL,3,1,0,0,0,0,0,0,0,0,0,1,,0,0,, +faberre01,1921,1,CHA,AL,43,108,8,16,0,0,0,4,1,0,17,35,,1,8,, +falkbi01,1921,1,CHA,AL,152,585,62,167,31,11,5,82,4,4,37,69,,2,24,, +fenneho01,1921,1,CHA,AL,2,2,0,0,0,0,0,0,0,0,0,1,,0,0,, +fergual01,1921,1,NYA,AL,17,19,1,4,0,0,0,2,0,0,0,5,,0,0,, +fewstch01,1921,1,NYA,AL,66,207,44,58,19,0,1,19,4,4,28,43,,6,7,, +fillida01,1921,1,BSN,NL,45,85,12,21,0,0,2,8,0,1,9,8,,0,1,, +flackma01,1921,1,CHN,NL,133,572,80,172,31,4,6,37,17,11,32,15,,4,7,, +flagsir01,1921,1,DET,AL,85,259,40,79,16,2,0,31,8,4,21,21,,6,11,, +fonsele01,1921,1,CIN,NL,82,297,38,82,10,3,1,41,2,3,8,13,,4,10,, +fordho01,1921,1,BSN,NL,152,555,50,155,29,5,2,61,2,11,36,49,,4,19,, +fossge01,1921,1,WS1,AL,4,7,0,0,0,0,0,0,0,0,0,1,,0,0,, +fosteed02,1921,1,BOS,AL,120,412,51,117,18,6,0,35,13,7,57,15,,0,16,, +fournja01,1921,1,SLN,NL,149,574,103,197,27,9,16,86,20,22,56,48,,8,23,, +freembu02,1921,1,CHN,NL,38,53,3,11,1,0,0,2,0,0,3,27,,1,1,, +freemha01,1921,1,PHA,AL,18,12,1,1,0,0,0,0,0,0,0,6,,0,1,, +friscfr01,1921,1,NY1,NL,153,618,121,211,31,17,8,100,49,13,42,28,,1,26,, +fuhros01,1921,1,CHN,NL,1,1,0,0,0,0,0,0,0,0,0,1,,0,0,, +fulghdo01,1921,1,PHA,AL,2,2,0,0,0,0,0,0,0,0,1,1,,0,0,, +fullecu01,1921,1,BOS,AL,4,4,0,0,0,0,0,0,0,0,1,0,,0,0,, +gainene01,1921,1,WS1,AL,4,1,0,0,0,0,0,0,0,0,0,0,,0,0,, +galloch01,1921,1,PHA,AL,131,465,42,123,28,5,3,47,12,7,29,43,,2,12,, +gardnla01,1921,1,CLE,AL,153,586,101,187,32,14,3,120,3,3,65,16,,4,31,, +gastoal01,1921,1,NY1,NL,20,22,1,5,1,1,0,3,0,0,1,9,,0,0,, +gearybo01,1921,1,CIN,NL,10,8,0,2,0,0,0,1,0,0,0,1,,0,0,, +gerbewa01,1921,1,SLA,AL,114,436,55,121,12,9,2,48,4,7,34,19,,5,20,, +gharrpa01,1921,1,WS1,AL,121,387,62,120,19,8,7,57,4,3,45,44,,3,17,, +gibsofr01,1921,1,BSN,NL,63,125,14,33,5,4,2,13,0,0,3,17,,2,3,, +gilhage01,1921,1,SLN,NL,1,1,0,0,0,0,0,0,0,0,0,0,,0,0,, +glaznwh01,1921,1,PIT,NL,36,76,4,10,1,2,0,1,0,0,3,19,,0,6,, +gleasbi03,1921,1,SLA,AL,26,74,6,19,0,1,0,8,0,1,6,6,,2,1,, +gonzami01,1921,1,NY1,NL,13,24,3,9,1,0,0,0,0,0,1,0,,0,2,, +goochjo01,1921,1,PIT,NL,13,38,2,9,0,0,0,3,1,0,3,3,,0,1,, +goodwma01,1921,1,SLN,NL,14,6,0,0,0,0,0,0,0,0,1,2,,0,3,, +gordira01,1921,1,BRO,NL,3,4,0,1,0,0,0,0,0,0,1,2,,0,0,, +gosligo01,1921,1,WS1,AL,14,50,8,13,1,1,1,6,0,0,6,5,,1,1,, +gowdyha01,1921,1,BSN,NL,64,164,17,49,7,2,2,17,2,0,16,11,,2,6,, +graneja01,1921,1,CLE,AL,68,107,19,32,3,0,2,18,1,1,20,9,,1,5,, +griffiv01,1921,1,PHA,AL,39,103,14,33,4,2,0,13,1,2,5,6,,3,2,, +griffto01,1921,1,BRO,NL,129,455,66,142,21,6,12,71,3,3,36,13,,1,17,, +grimebu01,1921,1,BRO,NL,37,114,10,27,6,0,1,11,1,1,2,16,,1,4,, +grimera01,1921,1,CHN,NL,147,530,91,170,38,6,6,79,5,8,70,55,,6,16,, +grimmch01,1921,1,PIT,NL,151,562,62,154,21,17,7,71,6,8,31,38,,2,16,, +grohhe01,1921,1,CIN,NL,97,357,54,118,19,6,0,48,22,14,36,17,,4,19,, +guistlo01,1921,1,CLE,AL,2,2,0,1,0,0,0,1,0,0,0,1,,0,0,, +haineje01,1921,1,SLN,NL,39,94,9,17,1,0,0,6,0,0,1,23,,0,4,, +halesa01,1921,1,DET,AL,9,2,2,0,0,0,0,0,0,1,0,1,,0,0,, +hamilea01,1921,1,PIT,NL,35,75,9,12,1,3,0,7,1,1,6,17,,0,5,, +hansool01,1921,1,CHN,NL,2,3,0,0,0,0,0,0,0,0,0,2,,0,0,, +hargrbu01,1921,1,CIN,NL,93,263,28,76,17,8,1,38,4,2,12,15,,3,6,, +harpeha01,1921,1,NYA,AL,8,16,1,2,0,0,0,1,0,0,1,4,,0,0,, +harribu01,1921,1,WS1,AL,154,584,82,169,22,8,0,54,29,9,54,39,,18,27,, +harrisl01,1921,1,PHA,AL,39,81,1,12,1,0,0,7,0,0,0,31,,0,5,, +hastybo01,1921,1,PHA,AL,35,68,5,20,4,0,0,7,0,0,2,17,,0,1,, +hawksch01,1921,1,NYA,AL,41,73,16,21,2,3,2,15,0,1,5,12,,0,1,, +heathcl01,1921,1,SLN,NL,62,156,18,38,6,2,0,9,7,5,10,9,,1,10,, +heilmha01,1921,1,DET,AL,149,602,114,237,43,14,19,139,2,6,53,37,,2,15,, +heimafr01,1921,1,PHA,AL,1,4,0,1,0,0,0,1,0,0,0,1,,0,0,, +heinebu01,1921,1,NY1,NL,1,2,0,0,0,0,0,0,0,0,0,0,,0,0,, +hendebe01,1921,1,CLE,AL,3,1,0,0,0,0,0,0,0,0,1,0,,0,0,, +hendrti01,1921,1,BOS,AL,49,137,10,33,8,2,0,22,1,1,24,13,,2,6,, +henlibu01,1921,1,NY1,NL,1,1,0,0,0,0,0,0,0,0,0,1,,0,0,, +henlibu01,1921,2,PHI,NL,33,111,8,34,2,0,0,8,1,0,2,6,,0,2,, +henrydu01,1921,1,SLA,AL,1,1,0,1,0,0,0,0,0,0,0,0,,0,0,, +hilleho02,1921,1,BOS,AL,1,1,0,0,0,0,0,0,0,0,0,0,,0,0,, +hodgesh01,1921,1,CHA,AL,36,52,6,17,3,1,0,2,0,0,0,10,,0,3,, +hofmafr01,1921,1,NYA,AL,23,62,7,11,1,1,1,5,0,0,5,13,,1,0,, +hoganke01,1921,1,CIN,NL,1,2,0,0,0,0,0,0,0,0,0,1,,0,0,, +holkewa01,1921,1,BSN,NL,150,579,60,151,15,10,3,63,8,11,17,41,,2,23,, +hollica01,1921,1,DET,AL,35,48,4,13,2,0,0,5,0,0,3,4,,0,2,, +holloch01,1921,1,CHN,NL,140,558,71,161,28,8,3,37,5,16,43,13,,2,26,, +hoodwa01,1921,1,BRO,NL,56,65,16,17,1,2,1,4,2,2,9,14,,1,0,, +hoopeha01,1921,1,CHA,AL,108,419,74,137,26,5,8,58,13,7,55,21,,1,12,, +hornsro01,1921,1,SLN,NL,154,592,131,235,44,18,21,126,13,13,60,48,,7,15,, +hoytwa01,1921,1,NYA,AL,43,99,8,22,1,1,0,7,0,0,2,17,,0,9,, +hubbebi01,1921,1,PHI,NL,36,75,9,12,3,0,1,3,0,0,5,26,,1,1,, +hubercl01,1921,1,DET,AL,1,0,0,0,0,0,0,0,0,0,0,0,,0,0,, +hughebi02,1921,1,PIT,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +huntehe01,1921,1,SLN,NL,9,2,3,0,0,0,0,0,0,3,1,0,,0,0,, +irwinwa01,1921,1,SLN,NL,4,1,1,0,0,0,0,0,0,0,0,1,,0,0,, +jacobba01,1921,1,SLA,AL,151,599,90,211,38,14,5,92,8,8,42,30,,3,19,, +jamiech01,1921,1,CLE,AL,140,536,94,166,33,10,1,46,8,4,67,27,,1,4,, +janvrha01,1921,1,SLN,NL,18,32,5,9,1,0,0,5,1,0,1,0,,0,2,, +janvrha01,1921,2,BRO,NL,44,92,8,18,4,0,0,14,3,1,7,6,,0,3,, +jeanete01,1921,1,CLE,AL,5,3,2,2,1,0,0,4,0,0,1,0,,0,1,, +johnsdo01,1921,1,CLE,AL,118,384,53,114,20,7,2,46,2,9,29,15,,4,27,, +johnser01,1921,1,CHA,AL,142,613,93,181,28,7,1,51,22,13,29,24,,1,21,, +johnsji01,1921,1,BRO,NL,152,624,104,203,41,14,5,56,28,16,45,26,,1,19,, +johnspa01,1921,1,PHA,AL,48,127,17,40,6,2,1,10,0,2,9,17,,0,3,, +johnswa01,1921,1,WS1,AL,38,111,10,30,7,0,0,10,0,0,6,14,,0,2,, +jonesbo01,1921,1,DET,AL,141,554,82,168,23,9,1,72,8,9,37,24,,1,26,, +jonesho01,1921,1,SLN,NL,3,2,0,0,0,0,0,0,0,0,0,1,,0,0,, +jonespe01,1921,1,CHN,NL,32,27,1,6,0,0,0,3,0,0,1,14,,0,0,, +jonessa01,1921,1,BOS,AL,43,100,11,24,3,1,2,14,1,1,10,25,,2,2,, +jonnacl01,1921,1,NY1,NL,1,1,0,0,0,0,0,0,0,0,0,1,,0,0,, +judgejo01,1921,1,WS1,AL,153,622,87,187,26,11,7,72,21,6,68,35,,3,22,, +karrbe01,1921,1,BOS,AL,43,62,7,16,2,0,0,9,1,0,3,16,,0,4,, +kaufmto01,1921,1,CHN,NL,2,5,0,2,1,0,0,0,0,0,0,1,,0,0,, +keefeda01,1921,1,PHA,AL,44,57,5,10,0,1,0,1,1,1,2,8,,0,0,, +keenaji02,1921,1,PHI,NL,15,9,0,0,0,0,0,0,0,0,0,4,,0,0,, +keenvi01,1921,1,CHN,NL,5,5,0,0,0,0,0,0,0,0,1,3,,0,1,, +kellejo02,1921,1,CHN,NL,95,301,31,93,11,7,4,47,2,5,16,16,,1,23,, +kellyge01,1921,1,NY1,NL,149,587,95,181,42,9,23,122,4,12,40,73,,3,17,, +kerrdi01,1921,1,CHA,AL,45,105,14,25,4,3,0,11,2,2,15,8,,1,5,, +kildupe01,1921,1,BRO,NL,107,372,45,107,15,10,3,45,6,6,31,36,,1,16,, +killebi01,1921,1,CHN,NL,45,133,11,43,1,0,0,16,3,3,4,4,,3,4,, +kimmiwa01,1921,1,CIN,NL,3,6,0,1,0,0,0,1,0,0,0,1,,0,1,, +kingle02,1921,1,NY1,NL,39,94,17,21,4,2,0,7,0,2,13,6,,1,2,, +kingle02,1921,2,PHI,NL,64,216,25,58,19,4,4,32,1,4,8,37,,1,4,, +kirchmi01,1921,1,SLN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +klugmjo01,1921,1,CHN,NL,6,21,3,6,0,0,0,2,0,1,1,2,,1,1,, +kolpra01,1921,1,SLA,AL,38,55,5,7,0,0,0,1,0,0,0,8,,0,8,, +koneted01,1921,1,BRO,NL,55,197,25,53,6,5,3,23,3,3,19,21,,1,5,, +koneted01,1921,2,PHI,NL,72,268,38,86,17,4,8,59,3,0,21,17,,4,4,, +kopfla01,1921,1,CIN,NL,107,367,36,80,8,3,1,25,3,14,43,20,,6,11,, +kopfwa01,1921,1,NY1,NL,2,3,0,1,0,0,0,0,0,0,1,1,,0,0,, +krueger01,1921,1,BRO,NL,65,163,18,43,11,4,3,20,2,2,14,12,,0,1,, +lamarbi01,1921,1,BRO,NL,3,3,2,1,0,0,0,0,0,0,0,0,,0,0,, +lambly01,1921,1,SLA,AL,45,134,18,34,9,2,1,17,0,0,4,12,,1,10,, +lamotbo01,1921,1,WS1,AL,16,41,5,8,0,0,0,2,0,0,5,0,,0,2,, +lavando01,1921,1,SLN,NL,150,560,58,145,23,11,2,82,7,7,23,30,,2,22,, +leboube01,1921,1,PHI,NL,93,281,42,83,12,5,6,35,4,5,29,51,,0,9,, +leecl01,1921,1,PHI,NL,88,286,31,88,14,4,4,29,5,2,13,34,,0,5,, +leedu01,1921,1,SLA,AL,72,180,18,30,4,2,0,11,1,1,14,34,,2,5,, +leesge01,1921,1,CHA,AL,20,42,3,9,2,0,0,4,0,1,0,3,,0,1,, +leibone01,1921,1,BOS,AL,123,467,88,143,26,6,0,31,13,7,41,27,,1,16,, +leifeel01,1921,1,CHA,AL,9,10,0,3,0,0,0,1,0,0,0,4,,0,0,, +leonadu01,1921,1,DET,AL,36,82,6,14,1,0,0,5,0,0,5,13,,0,5,, +lewisdu01,1921,1,WS1,AL,27,102,11,19,4,1,0,14,1,1,8,10,,1,3,, +luquedo01,1921,1,CIN,NL,42,111,7,30,7,1,0,8,0,1,2,9,,1,5,, +mahadji01,1921,1,NY1,NL,1,0,0,0,0,0,0,0,0,0,0,0,,0,0,, +mailsdu01,1921,1,CLE,AL,34,64,5,6,2,0,0,4,0,0,9,38,,0,8,, +maisege01,1921,1,CHN,NL,111,393,54,122,7,2,0,43,17,7,11,13,,3,20,, +mallobe01,1921,1,PHA,AL,7,25,2,6,1,0,0,4,1,0,1,2,,0,1,, +mamaual01,1921,1,BRO,NL,12,11,2,2,0,0,0,1,0,0,1,3,,0,1,, +maniocl01,1921,1,DET,AL,12,10,0,2,0,0,0,2,0,0,2,2,,1,1,, +mannle01,1921,1,SLN,NL,97,256,57,84,12,7,7,30,5,5,23,28,,3,7,, +maranra01,1921,1,PIT,NL,153,612,90,180,25,12,1,70,25,12,47,38,,3,23,, +marklcl01,1921,1,CIN,NL,10,24,1,3,1,0,0,0,0,0,0,4,,0,0,, +marquru01,1921,1,CIN,NL,39,95,3,19,3,0,0,10,0,0,0,16,,1,3,, +marriwi01,1921,1,CHN,NL,30,38,3,12,1,1,0,7,0,1,4,1,,0,2,, +martisp01,1921,1,CHN,NL,37,73,2,17,4,1,0,6,1,0,1,16,,0,2,, +mayja01,1921,1,SLN,NL,5,6,0,2,0,0,0,0,0,0,1,0,,0,0,, +maysca01,1921,1,NYA,AL,51,143,18,49,5,1,2,22,0,0,4,7,,1,8,, +mccanem01,1921,1,PHA,AL,52,157,15,35,5,0,0,15,2,1,4,6,,0,4,, +mccarle01,1921,1,SLN,NL,1,1,0,0,0,0,0,0,0,0,0,1,,0,0,, +mccleha01,1921,1,CHA,AL,63,196,20,35,4,1,1,14,2,3,14,18,,1,4,, +mchenau01,1921,1,SLN,NL,152,574,92,201,37,8,17,102,10,20,38,48,,2,14,, +mcilrva01,1921,1,WS1,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcinnst01,1921,1,BOS,AL,152,584,72,179,31,10,0,76,2,4,21,9,,4,35,, +mcmanma01,1921,1,SLA,AL,121,412,49,107,19,8,3,67,5,3,27,30,,2,25,, +mcnalmi01,1921,1,NYA,AL,71,215,36,56,4,2,1,24,5,6,14,15,,0,11,, +mcquihu01,1921,1,BSN,NL,45,88,9,18,5,1,1,7,0,0,1,13,,0,5,, +mcweedo01,1921,1,CHA,AL,27,31,2,1,1,0,0,1,0,0,3,21,,0,1,, +meadole01,1921,1,PHI,NL,28,62,9,13,1,0,3,8,0,0,4,18,,0,4,, +menosmi01,1921,1,BOS,AL,133,477,77,143,18,5,3,45,12,6,60,45,,9,19,, +merrihe01,1921,1,DET,AL,20,46,3,17,1,2,0,6,1,0,1,5,,1,1,, +meusebo01,1921,1,NYA,AL,149,598,104,190,40,16,24,136,17,6,34,88,,2,12,, +meuseir01,1921,1,PHI,NL,84,343,59,121,21,7,12,51,8,4,18,17,,0,4,, +meuseir01,1921,2,NY1,NL,62,243,37,80,12,6,2,36,5,9,15,12,,2,4,, +michajo01,1921,1,CHA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +middlji01,1921,1,DET,AL,38,34,2,5,1,0,0,4,0,0,2,0,,0,4,, +milancl01,1921,1,WS1,AL,113,406,55,117,19,11,1,40,4,5,37,13,,2,10,, +miljujo01,1921,1,BRO,NL,28,30,1,5,0,0,0,2,0,1,0,2,,0,0,, +millebi02,1921,1,WS1,AL,114,420,57,121,28,8,9,73,3,4,25,50,,4,17,, +milledo02,1921,1,PHI,NL,84,320,37,95,11,3,0,23,3,5,15,27,,1,7,, +milleel01,1921,1,NYA,AL,56,242,41,72,9,8,4,36,2,2,19,16,,3,6,, +milleot01,1921,1,BRO,NL,91,286,22,67,8,6,1,27,2,1,9,26,,1,19,, +millera03,1921,1,PHI,NL,57,204,19,62,10,0,3,26,3,5,6,10,,1,1,, +millera04,1921,1,WS1,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +minerra01,1921,1,PHA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mitchcl01,1921,1,BRO,NL,46,91,11,24,5,0,0,12,3,1,5,7,,2,0,, +mitchjo01,1921,1,NYA,AL,13,42,4,11,1,0,0,2,1,0,4,4,,0,1,, +mogrige01,1921,1,WS1,AL,38,98,7,15,2,0,0,4,2,3,7,29,,0,3,, +moharge01,1921,1,BRO,NL,2,2,0,1,0,0,0,1,0,0,0,0,,0,0,, +mokanjo01,1921,1,PIT,NL,19,52,7,14,3,2,0,9,0,0,5,3,,0,2,, +monrojo01,1921,1,NY1,NL,19,21,4,3,0,0,1,3,0,0,3,6,,1,0,, +monrojo01,1921,2,PHI,NL,41,133,13,38,4,2,1,8,2,2,11,9,,1,3,, +moorero01,1921,1,PHA,AL,31,74,10,19,2,0,3,11,0,0,5,12,,0,0,, +morgacy02,1921,1,BSN,NL,17,5,0,0,0,0,0,0,0,0,0,3,,0,0,, +morribu01,1921,1,CHA,AL,3,6,0,2,0,0,0,0,0,0,0,2,,0,0,, +morribu01,1921,2,SLA,AL,3,1,0,1,0,0,0,0,0,0,0,0,,0,0,, +morrijo04,1921,1,PIT,NL,21,42,6,5,0,1,0,0,0,0,5,7,,0,4,, +morriph01,1921,1,PIT,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mortogu01,1921,1,CLE,AL,30,35,1,6,1,0,0,6,0,0,1,8,,0,3,, +mostijo01,1921,1,CHA,AL,100,326,43,98,21,7,3,42,10,12,28,35,,13,9,, +muellhe01,1921,1,SLN,NL,55,176,25,62,10,6,1,34,2,4,11,22,,2,4,, +mullebi01,1921,1,SLA,AL,4,4,0,0,0,0,0,0,0,0,2,1,,0,0,, +mullied01,1921,1,CHA,AL,151,609,82,153,21,12,1,45,13,18,32,53,,4,34,, +mulredo01,1921,1,CHA,AL,12,20,1,3,0,0,0,1,0,0,0,2,,1,1,, +murphed02,1921,1,CHA,AL,6,5,1,1,0,0,0,0,0,0,0,0,,0,0,, +myattgl01,1921,1,PHA,AL,44,69,6,14,2,0,0,5,1,0,6,7,,0,3,, +myersel01,1921,1,BOS,AL,30,65,7,14,1,0,0,5,0,0,1,6,,0,1,, +myershy01,1921,1,BRO,NL,144,549,51,158,14,4,4,68,8,6,22,51,,2,22,, +napiebu01,1921,1,CIN,NL,22,14,2,2,1,1,0,0,0,0,3,1,,0,0,, +nayloro01,1921,1,PHA,AL,33,52,3,6,2,0,0,1,0,0,2,16,,2,1,, +nealegr01,1921,1,PHI,NL,22,57,7,12,1,0,0,1,3,4,14,9,,0,1,, +nealegr01,1921,2,CIN,NL,63,241,39,58,10,5,0,12,9,6,22,16,,1,5,, +nehfar01,1921,1,NY1,NL,42,89,9,18,2,0,0,5,0,0,7,10,,0,8,, +neisbe01,1921,1,BRO,NL,102,230,34,59,5,4,4,34,9,7,25,41,,1,9,, +neitzer01,1921,1,BOS,AL,11,25,3,6,0,0,0,2,0,0,4,4,,0,0,, +nichofr02,1921,1,BSN,NL,83,245,36,80,11,7,5,41,5,4,17,29,,0,9,, +niebech01,1921,1,SLN,NL,5,6,1,1,0,0,0,0,0,0,0,0,,0,0,, +nixonal01,1921,1,BSN,NL,55,138,25,33,6,3,1,9,3,2,7,11,,1,6,, +northlo01,1921,1,SLN,NL,40,19,2,3,0,0,0,1,0,0,1,4,,0,0,, +nunamle01,1921,1,CLE,AL,46,131,16,47,7,2,0,25,1,1,11,8,,0,6,, +odenwte01,1921,1,CLE,AL,10,3,0,0,0,0,0,0,0,0,0,2,,0,0,, +oeschjo01,1921,1,BSN,NL,46,110,9,28,1,0,0,11,0,0,3,13,,0,2,, +ofarrbo01,1921,1,CHN,NL,96,260,32,65,12,7,4,32,2,0,18,14,,0,3,, +oldhare01,1921,1,DET,AL,42,85,12,19,1,3,2,7,0,0,5,23,,0,2,, +olsoniv01,1921,1,BRO,NL,151,652,88,174,22,10,3,35,4,9,28,26,,4,11,, +oneilmi02,1921,1,BSN,NL,98,277,26,69,9,4,2,29,2,2,23,21,,0,13,, +oneilst01,1921,1,CLE,AL,106,335,39,108,22,1,1,50,0,1,57,22,,2,11,, +orourfr01,1921,1,WS1,AL,123,444,51,104,17,8,3,54,6,7,26,56,,7,9,, +osterre01,1921,1,CHA,AL,12,11,2,4,0,0,0,0,0,0,0,2,,0,0,, +palmeem01,1921,1,SLA,AL,29,37,4,8,1,0,0,2,0,0,7,5,,0,0,, +parkifr01,1921,1,PHI,NL,108,391,36,99,20,2,5,32,3,4,13,81,,0,11,, +parkssl01,1921,1,DET,AL,10,9,1,1,0,0,0,0,0,0,1,1,,0,1,, +paskedo01,1921,1,CIN,NL,27,92,8,16,1,1,0,4,0,2,4,8,,0,2,, +pattepa01,1921,1,NY1,NL,23,35,5,14,0,0,1,5,0,1,2,5,,0,0,, +peckiro01,1921,1,NYA,AL,149,577,128,166,25,7,8,71,2,2,84,44,,2,33,, +penceru01,1921,1,CHA,AL,4,1,0,0,0,0,0,0,0,0,0,0,,0,0,, +pennohe01,1921,1,BOS,AL,32,85,9,18,8,0,1,11,0,0,6,10,,1,4,, +perkicy01,1921,1,PHA,AL,141,538,58,155,31,4,12,73,5,9,32,32,,1,10,, +perrijo01,1921,1,BOS,AL,4,13,3,3,0,0,0,1,0,0,0,3,,0,0,, +perripo01,1921,1,NY1,NL,5,3,0,0,0,0,0,0,0,0,0,2,,0,0,, +perripo01,1921,2,DET,AL,4,5,0,2,0,0,0,0,0,0,0,0,,0,0,, +perrysc01,1921,1,PHA,AL,12,26,0,1,0,0,0,0,0,0,0,10,,0,0,, +pertibi01,1921,1,SLN,NL,38,70,5,10,2,0,0,2,0,0,2,16,,0,5,, +peterjo02,1921,1,PHI,NL,55,155,7,45,4,0,3,23,1,0,6,13,,3,3,, +pettyje01,1921,1,CLE,AL,4,2,0,0,0,0,0,0,0,0,0,1,,0,0,, +pfeffje01,1921,1,BRO,NL,6,11,0,0,0,0,0,0,0,0,0,0,,0,0,, +pfeffje01,1921,2,SLN,NL,18,29,2,4,1,0,0,1,0,0,2,7,,1,4,, +phillto01,1921,1,WS1,AL,1,3,0,0,0,0,0,0,0,0,0,3,,0,0,, +picinva01,1921,1,WS1,AL,45,141,10,39,9,0,0,12,0,3,16,21,,1,5,, +piercbi01,1921,1,NYA,AL,14,28,2,6,2,0,0,2,0,0,1,7,,2,0,, +pieroal01,1921,1,BSN,NL,2,1,0,0,0,0,0,0,0,0,0,1,,0,0,, +pippwa01,1921,1,NYA,AL,153,588,96,174,35,9,8,98,17,10,45,28,,1,33,, +pittipi01,1921,1,BOS,AL,40,91,6,18,1,0,0,5,3,2,4,13,,0,3,, +pondeel01,1921,1,PIT,NL,8,10,0,0,0,0,0,0,0,0,0,7,,0,0,, +pondeel01,1921,2,CHN,NL,16,33,0,4,1,0,0,2,0,0,0,9,,0,2,, +powelra01,1921,1,BSN,NL,149,624,114,191,25,18,12,74,6,17,58,85,,4,13,, +prattde01,1921,1,BOS,AL,135,521,80,169,36,10,5,104,8,10,44,10,,1,8,, +prattfr01,1921,1,CHA,AL,1,1,0,0,0,0,0,0,0,0,0,0,,0,0,, +quinnja01,1921,1,NYA,AL,33,41,4,9,2,0,1,4,0,0,3,9,,0,2,, +raderdo01,1921,1,PHI,NL,9,32,4,9,2,0,0,3,0,0,3,5,,0,1,, +raderdr01,1921,1,PIT,NL,1,1,0,0,0,0,0,0,0,0,0,1,,0,0,, +rappgo01,1921,1,NY1,NL,58,181,21,39,9,1,0,15,3,11,15,13,,0,7,, +rappgo01,1921,2,PHI,NL,52,202,28,56,7,1,1,10,6,7,14,8,,0,5,, +rawlijo01,1921,1,PHI,NL,60,254,20,74,14,2,1,16,4,5,8,12,,2,5,, +rawlijo01,1921,2,NY1,NL,86,307,40,82,8,1,1,30,4,4,18,19,,4,13,, +ricesa01,1921,1,WS1,AL,143,561,83,185,39,13,4,79,26,12,38,10,,9,22,, +richbla01,1921,1,PHI,NL,10,5,2,1,1,0,0,0,1,1,0,3,,0,0,, +richmra01,1921,1,SLA,AL,6,4,0,0,0,0,0,0,0,0,0,4,,0,0,, +rileyji02,1921,1,SLA,AL,4,11,0,0,0,0,0,0,0,0,1,3,,0,0,, +ringji01,1921,1,PHI,NL,34,83,7,12,2,0,0,5,0,0,3,29,,1,5,, +rivieti01,1921,1,SLN,NL,18,8,2,3,1,0,0,0,0,0,3,3,,0,0,, +rixeyep01,1921,1,CIN,NL,40,101,7,13,1,0,0,4,0,0,6,11,,0,9,, +roberda01,1921,1,CHN,NL,22,36,7,8,3,0,0,14,0,2,1,3,,0,1,, +roberda01,1921,2,PIT,NL,60,230,29,74,18,3,6,48,4,5,12,16,,2,8,, +rogerto01,1921,1,NYA,AL,6,3,1,1,1,0,0,0,0,0,0,0,,0,0,, +roggecl01,1921,1,CIN,NL,6,10,1,1,0,1,0,1,0,0,2,4,,0,0,, +rohwera01,1921,1,PIT,NL,30,40,6,10,3,2,0,6,0,1,4,8,,0,1,, +rommeed01,1921,1,PHA,AL,46,94,9,18,6,0,0,5,0,2,6,12,,0,10,, +rothbr01,1921,1,NYA,AL,43,152,29,43,9,2,2,10,1,2,19,20,,2,3,, +roushed01,1921,1,CIN,NL,112,418,68,147,27,12,4,71,19,17,31,8,,5,9,, +ruelmu01,1921,1,BOS,AL,113,358,41,99,21,1,1,45,2,7,41,15,,1,12,, +ruethdu01,1921,1,BRO,NL,49,97,12,34,5,2,2,13,1,0,4,9,,0,2,, +russeal01,1921,1,BOS,AL,40,57,2,7,0,0,0,0,0,0,2,19,,0,0,, +russejo01,1921,1,CHA,AL,11,25,1,10,2,0,0,1,0,0,2,7,,0,1,, +ruthba01,1921,1,NYA,AL,152,540,177,204,44,16,59,171,17,13,145,81,,4,4,, +ryanro01,1921,1,NY1,NL,36,45,2,9,1,0,0,1,0,1,5,11,,0,3,, +sallesl01,1921,1,NY1,NL,37,22,2,8,1,0,0,0,0,0,0,2,,0,4,, +sargejo01,1921,1,DET,AL,66,178,21,45,8,5,2,22,2,3,24,26,,0,9,, +schacal01,1921,1,WS1,AL,29,22,3,5,0,0,0,1,0,0,4,2,,0,1,, +schalra01,1921,1,CHA,AL,128,416,32,105,24,4,0,47,3,4,40,36,,7,9,, +schanwa01,1921,1,NYA,AL,134,424,77,134,30,5,6,55,7,4,78,35,,5,6,, +schmara01,1921,1,BRO,NL,95,350,42,107,8,5,1,43,3,4,11,22,,1,15,, +schmiwa01,1921,1,PIT,NL,114,393,30,111,9,3,0,38,10,6,12,13,,2,10,, +schreha01,1921,1,NY1,NL,4,6,2,2,0,0,0,2,0,0,1,1,,0,0,, +schuljo03,1921,1,SLN,NL,92,275,37,85,20,3,6,45,4,3,15,11,,1,13,, +schupfe01,1921,1,SLN,NL,9,14,2,4,0,0,0,3,0,0,0,3,,0,1,, +schupfe01,1921,2,BRO,NL,20,12,0,1,0,0,0,0,0,0,2,8,,0,1,, +scottev01,1921,1,BOS,AL,154,576,65,151,21,9,1,62,5,9,27,21,,0,17,, +scottja01,1921,1,BSN,NL,51,88,14,30,5,1,1,12,0,1,5,7,,0,1,, +sedgwdu01,1921,1,PHI,NL,16,24,1,5,0,0,0,2,0,0,0,4,,0,0,, +seech01,1921,1,CIN,NL,37,106,11,26,5,1,1,7,3,2,7,5,,1,2,, +severha01,1921,1,SLA,AL,143,472,66,153,23,7,2,78,7,2,42,9,,0,17,, +seweljo01,1921,1,CLE,AL,154,572,101,182,36,12,4,93,7,6,80,17,,11,20,, +sewellu01,1921,1,CLE,AL,3,6,0,0,0,0,0,1,0,0,0,3,,0,1,, +shankho01,1921,1,WS1,AL,154,562,81,170,24,18,7,69,11,10,57,38,,3,24,, +shannre01,1921,1,PHA,AL,1,1,0,0,0,0,0,0,0,0,0,0,,0,0,, +shawji01,1921,1,WS1,AL,15,12,2,5,2,0,0,1,0,0,0,4,,0,1,, +shawkbo01,1921,1,NYA,AL,38,90,13,27,2,1,1,11,0,0,2,13,,0,8,, +sheare01,1921,1,NY1,NL,9,9,0,1,0,0,0,1,0,0,0,2,,0,0,, +sheehja01,1921,1,BRO,NL,5,12,2,0,0,0,0,0,0,0,0,1,,0,0,, +sheehto02,1921,1,NYA,AL,12,8,3,5,0,0,0,1,0,0,0,0,,0,2,, +sheelea01,1921,1,CHA,AL,154,563,68,171,25,6,11,95,4,9,57,34,,7,20,, +sherdbi01,1921,1,SLN,NL,39,44,2,5,0,0,0,4,0,0,4,7,,0,0,, +shinagi01,1921,1,CLE,AL,22,29,5,11,1,0,0,4,1,0,6,5,,0,1,, +shockur01,1921,1,SLA,AL,47,104,18,27,4,1,0,9,0,2,18,26,,1,7,, +shortch01,1921,1,DET,AL,92,217,33,59,11,3,0,23,2,3,20,11,,0,6,, +shottbu01,1921,1,SLN,NL,38,48,9,12,1,1,1,7,0,2,7,4,,1,0,, +sislege01,1921,1,SLA,AL,138,582,125,216,38,18,12,104,35,11,34,27,,5,14,, +skiffbi01,1921,1,PIT,NL,16,45,7,13,2,0,0,11,1,1,0,4,,0,2,, +smithea01,1921,1,SLA,AL,25,78,7,26,4,2,2,14,0,0,3,4,,1,1,, +smithea01,1921,2,WS1,AL,59,180,20,39,5,2,2,13,1,0,10,19,,2,4,, +smithea02,1921,1,NY1,NL,89,229,35,77,8,4,10,51,4,3,27,8,,1,4,, +smithel02,1921,1,CLE,AL,129,431,98,125,28,9,16,85,0,2,56,46,,2,16,, +smithge02,1921,1,PHI,NL,39,71,1,4,1,0,0,3,0,0,2,29,,0,1,, +smithja03,1921,1,SLN,NL,116,411,86,135,22,9,7,33,11,6,21,24,,0,7,, +smithji01,1921,1,PHI,NL,67,247,31,57,8,1,4,22,2,8,11,28,,1,11,, +smithsh01,1921,1,BRO,NL,35,57,2,13,3,0,1,2,0,0,1,12,,0,1,, +snydefr01,1921,1,NY1,NL,108,309,36,99,13,2,8,45,3,4,27,24,,4,4,, +sothoal01,1921,1,SLA,AL,5,9,0,1,0,0,0,0,0,0,0,0,,0,1,, +sothoal01,1921,2,BOS,AL,2,2,0,1,1,0,0,0,0,0,0,1,,0,0,, +sothoal01,1921,3,CLE,AL,22,58,4,16,3,1,0,6,0,1,2,10,,0,3,, +southbi01,1921,1,BSN,NL,141,569,86,175,25,15,7,79,22,20,36,13,,2,35,, +speaktr01,1921,1,CLE,AL,132,506,107,183,52,14,3,75,2,4,68,12,,2,12,, +stengca01,1921,1,PHI,NL,24,59,7,18,3,1,0,4,1,1,6,7,,0,1,, +stengca01,1921,2,NY1,NL,18,22,4,5,1,0,0,2,0,1,1,5,,0,0,, +stephri01,1921,1,CLE,AL,65,206,45,68,17,2,2,34,4,1,23,15,,4,7,, +stewale01,1921,1,DET,AL,5,1,0,0,0,0,0,0,0,0,0,0,,0,0,, +stockmi01,1921,1,SLN,NL,149,587,96,180,27,6,3,84,11,3,48,26,,1,36,, +strunam01,1921,1,CHA,AL,121,401,68,133,19,10,3,69,7,10,38,27,,1,13,, +stuarlu01,1921,1,SLA,AL,3,3,2,1,0,0,1,2,0,0,0,1,,0,0,, +stuelge01,1921,1,CHN,NL,2,3,0,1,0,0,0,1,0,0,0,2,,0,0,, +stylele01,1921,1,PHA,AL,4,5,0,1,0,0,0,0,0,0,0,2,,0,0,, +sulliji02,1921,1,PHA,AL,2,6,0,0,0,0,0,0,0,0,0,2,,0,0,, +sullijo04,1921,1,BSN,NL,5,5,0,0,0,0,0,0,0,0,0,0,,0,0,, +sullijo04,1921,2,CHN,NL,76,240,28,79,14,4,4,41,3,5,19,26,,1,9,, +suthesu01,1921,1,DET,AL,17,27,4,11,1,0,0,7,0,0,1,4,,1,0,, +tavenja01,1921,1,DET,AL,2,4,0,0,0,0,0,0,0,0,0,1,,0,0,, +tayloar01,1921,1,PHA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tayloza02,1921,1,BRO,NL,30,102,6,20,0,2,0,8,2,0,1,8,,1,4,, +terryze01,1921,1,CHN,NL,123,488,59,134,18,1,2,45,1,13,27,19,,4,34,, +thomapi01,1921,1,CLE,AL,21,35,1,9,3,0,0,4,0,0,10,2,,0,1,, +thomare01,1921,1,CHN,NL,8,30,5,8,3,0,1,5,0,1,4,5,,1,1,, +thomple01,1921,1,CHA,AL,4,7,0,2,0,0,0,0,0,0,0,4,,0,1,, +thormha01,1921,1,BOS,AL,23,23,1,4,1,0,0,0,1,0,1,5,,1,1,, +tiernco01,1921,1,PIT,NL,117,442,49,132,22,8,3,52,4,6,24,31,,2,18,, +tobinja01,1921,1,SLA,AL,150,671,132,236,31,18,8,59,7,12,45,22,,3,12,, +toneyfr01,1921,1,NY1,NL,42,86,11,18,1,0,3,12,1,0,2,13,,0,1,, +toporsp01,1921,1,SLN,NL,22,53,4,14,1,0,0,2,1,0,3,4,,0,1,, +torreri01,1921,1,WS1,AL,2,3,1,1,0,0,0,0,0,0,1,1,,0,0,, +townsir01,1921,1,BSN,NL,4,2,0,0,0,0,0,0,0,0,0,1,,0,0,, +townsle01,1921,1,BSN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +traynpi01,1921,1,PIT,NL,7,19,0,5,0,0,0,2,0,0,1,2,,0,0,, +twombba01,1921,1,CHN,NL,87,175,22,66,8,1,1,18,4,6,11,10,,0,4,, +twombcy01,1921,1,CHA,AL,7,10,0,0,0,0,0,0,0,0,0,4,,0,0,, +tylerle01,1921,1,CHN,NL,19,26,4,6,2,0,0,2,0,0,1,5,,0,1,, +uhlege01,1921,1,CLE,AL,48,94,21,23,2,3,1,18,0,0,6,9,,0,1,, +vangiel01,1921,1,SLA,AL,31,65,5,13,0,1,1,4,0,0,1,9,,0,2,, +vaughhi01,1921,1,CHN,NL,17,41,2,10,2,0,1,5,0,0,2,12,,0,1,, +veachbo01,1921,1,DET,AL,150,612,110,207,43,13,16,128,14,10,48,31,,1,27,, +vicksa01,1921,1,BOS,AL,44,77,5,20,3,1,0,9,0,1,1,10,,0,2,, +vittos01,1921,1,BOS,AL,78,232,29,44,11,1,0,13,1,2,45,13,,0,13,, +walkecu01,1921,1,NY1,NL,64,192,30,55,13,5,3,35,4,3,15,8,,0,7,, +walkecu01,1921,2,PHI,NL,21,77,11,26,2,1,0,8,0,2,5,5,,0,3,, +walkefr01,1921,1,PHA,AL,19,66,6,15,3,0,1,6,1,0,8,11,,0,2,, +walkejo01,1921,1,PHA,AL,113,423,41,109,14,5,2,46,5,0,9,29,,3,8,, +walkero01,1921,1,SLN,NL,38,54,2,11,2,0,0,2,0,0,2,20,,0,4,, +walketi01,1921,1,PHA,AL,142,556,89,169,32,5,23,101,3,5,73,41,,4,7,, +walshji03,1921,1,DET,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +waltero01,1921,1,BOS,AL,54,169,17,34,4,1,0,14,3,0,10,11,,2,5,, +wambsbi01,1921,1,CLE,AL,107,410,80,117,28,5,2,47,13,7,44,27,,3,43,, +wardaa01,1921,1,NYA,AL,153,556,77,170,30,10,5,75,6,8,42,68,,8,29,, +wardch01,1921,1,BRO,NL,12,28,1,2,1,0,0,0,0,0,4,2,,0,2,, +warneho01,1921,1,CHN,NL,14,38,4,8,1,0,0,3,1,1,2,1,,1,0,, +warwibi01,1921,1,PIT,NL,1,1,0,0,0,0,0,0,0,0,0,0,,0,0,, +watsomu01,1921,1,BSN,NL,44,87,9,12,2,1,0,1,0,0,1,36,,0,6,, +weinele01,1921,1,PHI,NL,8,1,0,1,0,0,0,0,0,0,0,0,,0,0,, +welchfr01,1921,1,PHA,AL,115,403,48,115,18,6,7,45,6,0,34,43,,4,14,, +wetzedu01,1921,1,SLA,AL,61,119,16,25,2,0,2,10,0,0,9,20,,1,0,, +wheatma01,1921,1,PHI,NL,10,27,1,5,2,1,0,4,0,0,0,3,,2,0,, +wheatza01,1921,1,BRO,NL,148,568,91,182,31,10,14,85,11,8,44,19,,3,9,, +wheelri01,1921,1,PIT,NL,1,1,0,0,0,0,0,0,0,0,0,0,,0,0,, +whittpo01,1921,1,PIT,NL,108,403,60,114,23,7,7,63,5,10,26,21,,1,26,, +wieneja01,1921,1,CHA,AL,10,9,0,1,0,0,0,0,0,0,0,3,,0,0,, +wilheka01,1921,1,PHI,NL,4,2,0,0,0,0,0,0,0,0,0,1,,0,0,, +wilkiro01,1921,1,CHA,AL,36,65,2,8,1,2,0,3,1,0,4,19,,0,0,, +willicy01,1921,1,PHI,NL,146,562,67,180,28,6,18,75,5,15,30,32,,2,9,, +willide01,1921,1,CIN,NL,10,7,0,0,0,0,0,0,0,1,0,2,,0,0,, +willike01,1921,1,SLA,AL,146,547,115,190,31,7,24,117,20,17,74,42,,4,21,, +wilsoar01,1921,1,CLE,AL,2,1,0,0,0,0,0,0,0,0,0,0,,0,0,, +wilsomi01,1921,1,PIT,NL,5,4,0,0,0,0,0,0,0,0,0,0,,0,0,, +wingoiv01,1921,1,CIN,NL,97,295,20,79,7,6,3,38,3,2,21,14,,1,8,, +winteje01,1921,1,PHI,NL,18,39,2,5,1,0,0,3,0,0,0,16,,0,1,, +wirtske01,1921,1,CHN,NL,7,11,0,2,0,0,0,1,0,0,0,3,,0,0,, +wittwh01,1921,1,PHA,AL,154,629,100,198,31,11,4,45,16,15,77,52,,1,19,, +wolfle01,1921,1,PHA,AL,8,4,0,1,0,0,0,0,0,0,0,0,,0,0,, +woodala01,1921,1,DET,AL,46,80,10,29,4,1,0,14,1,0,6,7,,0,6,, +woodjo02,1921,1,CLE,AL,66,194,32,71,16,5,4,60,2,0,25,17,,0,10,, +woodwfr01,1921,1,WS1,AL,3,3,1,1,0,0,0,0,0,0,0,0,,0,0,, +wrighru01,1921,1,PHI,NL,109,372,59,110,13,4,9,51,4,4,18,20,,2,6,, +yaryaya01,1921,1,CHA,AL,45,102,11,31,8,2,0,15,0,0,9,16,,1,3,, +yelloch01,1921,1,PIT,NL,10,17,1,0,0,0,0,0,0,0,0,4,,1,0,, +yorkle01,1921,1,CHN,NL,40,39,2,5,1,0,0,5,0,0,1,12,,1,3,, +yoterel01,1921,1,PHA,AL,3,3,0,0,0,0,0,0,0,0,0,0,,0,0,, +youngra01,1921,1,DET,AL,107,401,70,120,8,3,0,29,11,9,69,23,,3,13,, +youngro01,1921,1,NY1,NL,141,504,90,165,24,16,3,102,21,17,71,47,,1,18,, +zachato01,1921,1,WS1,AL,39,90,9,23,1,4,0,9,0,0,2,23,,1,3,, +zinkwa01,1921,1,NY1,NL,2,1,0,0,0,0,0,0,0,0,0,1,,0,0,, +zinnji01,1921,1,PIT,NL,33,49,6,11,2,0,0,3,1,1,1,10,,0,0,, +acostjo01,1922,1,CHA,AL,5,5,0,1,0,0,0,0,0,0,1,1,,0,0,, +adamsba01,1922,1,PIT,NL,27,56,6,16,2,0,1,6,0,0,4,7,,0,5,, +adamssp01,1922,1,CHN,NL,11,44,5,11,0,1,0,3,1,2,4,3,,0,1,, +ainsmed01,1922,1,SLN,NL,119,379,46,111,14,4,13,59,2,3,28,43,,1,10,, +aldrivi01,1922,1,CHN,NL,36,100,8,26,1,3,0,13,1,0,1,6,,0,7,, +alexape01,1922,1,CHN,NL,33,85,4,15,1,0,0,11,0,0,6,16,,0,4,, +austiji01,1922,1,SLA,AL,15,31,6,9,3,1,0,1,0,0,3,2,,0,0,, +bagbyji01,1922,1,CLE,AL,25,42,4,11,6,0,0,6,0,0,1,3,,1,0,, +bailebi01,1922,1,SLN,NL,12,7,0,2,0,0,0,0,0,0,0,1,,0,0,, +bakerfr01,1922,1,NYA,AL,69,234,30,65,12,3,7,36,1,3,15,14,,2,7,, +bancrda01,1922,1,NY1,NL,156,651,117,209,41,5,4,60,16,11,79,27,,3,12,, +barbawa01,1922,1,BSN,NL,106,373,38,86,5,4,0,40,2,0,21,22,,0,14,, +barbetu01,1922,1,CHN,NL,84,226,35,70,7,4,0,29,7,4,30,9,,0,6,, +barfocl01,1922,1,SLN,NL,42,34,3,12,1,1,0,4,0,0,4,3,,0,0,, +barneje01,1922,1,NY1,NL,37,77,9,14,0,1,0,10,0,0,5,4,,0,4,, +barnevi01,1922,1,NY1,NL,22,12,1,2,0,0,0,0,0,0,0,5,,0,1,, +barnhcl01,1922,1,PIT,NL,75,209,30,69,7,5,1,38,3,2,25,7,,0,5,, +bassljo01,1922,1,DET,AL,121,372,41,120,14,0,0,41,2,1,62,12,,2,17,, +baumgst01,1922,1,PHI,NL,6,3,1,1,0,0,0,0,0,0,1,1,,0,0,, +baynebi01,1922,1,SLA,AL,26,30,2,7,0,0,0,3,0,0,0,10,,0,0,, +bedgoph01,1922,1,CLE,AL,1,2,0,0,0,0,0,0,0,0,0,1,,1,1,, +behanpe01,1922,1,PHI,NL,7,20,3,5,1,0,0,2,0,0,0,4,,0,0,, +bentora01,1922,1,PHI,NL,6,19,1,4,1,0,0,3,0,0,2,1,,0,0,, +bentosi01,1922,1,SLN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bergejo02,1922,1,PHA,AL,2,1,0,1,0,0,0,0,1,0,0,0,,0,0,, +berryjo02,1922,1,NY1,NL,6,0,0,0,0,0,0,0,0,0,0,0,,0,0,, +bettshu01,1922,1,PHI,NL,7,4,1,0,0,0,0,0,0,0,1,1,,0,0,, +bigbeca01,1922,1,PIT,NL,150,614,113,215,29,15,5,99,24,15,56,13,,1,20,, +billijo01,1922,1,SLA,AL,5,7,0,3,1,0,0,1,0,0,0,0,,0,0,, +bladera01,1922,1,SLN,NL,37,130,27,39,2,4,3,21,3,3,25,21,,4,4,, +blankho01,1922,1,CHA,AL,4,4,0,0,0,0,0,0,0,0,0,2,,0,0,, +blankte01,1922,1,CHA,AL,24,41,3,7,1,1,0,3,0,0,1,8,,0,3,, +bluegos01,1922,1,WS1,AL,19,61,5,12,1,0,0,2,1,0,7,7,,2,1,, +bluelu01,1922,1,DET,AL,145,584,131,175,31,9,6,45,8,5,82,48,,7,8,, +blumecl01,1922,1,NY1,NL,1,1,1,1,0,0,0,0,0,0,2,0,,0,0,, +boeckto01,1922,1,BSN,NL,119,402,61,116,19,6,6,47,14,8,35,32,,2,11,, +bohnesa01,1922,1,CIN,NL,112,383,53,105,14,5,3,51,13,8,39,18,,2,11,, +booneda01,1922,1,CLE,AL,11,26,0,5,1,0,0,1,0,0,0,1,,0,1,, +booneik01,1922,1,NY1,NL,2,2,0,1,0,0,0,0,0,0,0,1,,0,0,, +bottoji01,1922,1,SLN,NL,37,151,29,49,8,5,5,35,3,1,6,13,,2,2,, +bowleem01,1922,1,CHA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +braxtga01,1922,1,BSN,NL,25,16,0,1,0,0,0,1,0,0,0,6,,0,3,, +brazifr01,1922,1,PHA,AL,6,13,0,1,0,0,0,1,0,0,0,1,,0,0,, +bressru01,1922,1,CIN,NL,52,53,7,14,0,2,0,8,1,0,4,4,,0,1,, +brillji01,1922,1,WS1,AL,31,36,0,3,0,0,0,1,0,0,0,14,,1,1,, +bronkhe01,1922,1,SLA,AL,23,64,7,18,4,1,0,2,0,2,6,7,,0,4,, +browefr01,1922,1,WS1,AL,139,471,61,138,20,6,9,71,8,6,52,25,,10,13,, +brownmy01,1922,1,PIT,NL,7,11,1,3,0,0,0,3,0,0,2,2,,0,2,, +bruggfr01,1922,1,PHA,AL,53,111,10,31,7,0,0,9,1,2,6,11,,1,1,, +bubseha01,1922,1,CHA,AL,3,3,0,0,0,0,0,0,0,0,0,2,,0,0,, +burnsge01,1922,1,CIN,NL,156,631,104,180,20,10,1,53,30,23,78,38,,2,12,, +burnsge02,1922,1,BOS,AL,147,558,71,171,32,5,12,73,8,2,20,28,,9,15,, +bushdo01,1922,1,WS1,AL,41,134,17,32,4,1,0,7,1,1,21,7,,0,4,, +bushjo01,1922,1,NYA,AL,39,95,15,31,6,2,0,12,0,1,3,11,,0,5,, +cadorle01,1922,1,BRO,NL,29,71,7,19,0,1,2,10,0,0,2,15,,0,3,, +callafr01,1922,1,PHA,AL,29,48,5,13,0,2,0,4,0,0,0,13,,0,2,, +callama01,1922,1,CHN,NL,74,175,31,45,7,4,0,20,2,3,17,17,,1,2,, +careyma01,1922,1,PIT,NL,155,629,140,207,28,12,10,70,51,2,80,26,,4,19,, +carlsha01,1922,1,PIT,NL,39,56,10,15,2,0,1,9,0,0,2,7,,0,4,, +causere01,1922,1,NY1,NL,25,21,4,5,0,0,0,3,0,0,0,5,,0,1,, +cavenik01,1922,1,CIN,NL,118,394,41,94,12,9,3,54,6,6,29,33,,6,24,, +chapled01,1922,1,BOS,AL,28,69,8,13,1,1,0,6,2,1,9,9,,0,2,, +cheevvi01,1922,1,CHN,NL,39,62,6,13,1,1,1,3,0,1,2,16,,2,2,, +chrisll01,1922,1,BSN,NL,71,152,22,38,5,2,1,13,2,4,18,11,,2,5,, +clantuk01,1922,1,CLE,AL,1,1,0,0,0,0,0,0,0,0,0,1,,0,0,, +clarkda04,1922,1,DET,AL,83,185,31,54,11,3,3,26,1,0,15,11,,0,5,, +clemove01,1922,1,SLN,NL,71,160,9,41,4,0,0,15,1,0,18,5,,0,1,, +cobbty01,1922,1,DET,AL,137,526,99,211,42,16,4,99,9,13,55,24,,4,27,, +colebe01,1922,1,DET,AL,27,25,2,4,0,0,0,1,0,0,2,9,,0,0,, +collied01,1922,1,CHA,AL,154,598,92,194,20,12,1,69,20,12,73,16,,3,27,, +collipa01,1922,1,SLA,AL,63,127,14,39,6,0,8,23,0,1,21,21,,0,1,, +colliri01,1922,1,BOS,AL,33,76,2,12,3,0,0,4,0,0,1,35,,1,1,, +collish01,1922,1,BOS,AL,135,472,33,128,24,7,1,52,7,9,7,30,,5,20,, +connojo05,1922,1,CLE,AL,12,45,6,11,2,1,0,6,1,0,5,8,,0,1,, +coonejo01,1922,1,BSN,NL,4,8,0,0,0,0,0,0,0,0,0,1,,0,0,, +coopewi01,1922,1,PIT,NL,41,108,18,29,5,1,4,15,0,0,6,6,,0,3,, +cotteho01,1922,1,CHN,NL,1,1,0,1,1,0,0,0,0,0,0,0,,0,0,, +couchjo01,1922,1,CIN,NL,43,91,3,12,1,2,0,10,0,0,6,28,,0,3,, +courtha01,1922,1,WS1,AL,5,4,0,0,0,0,0,0,0,0,0,1,,0,0,, +courtha01,1922,2,CHA,AL,18,33,3,9,3,1,0,3,0,0,3,2,,0,0,, +covelst01,1922,1,CLE,AL,35,99,4,10,1,1,0,7,0,0,6,21,,1,2,, +coxer01,1922,1,CHA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cranesa02,1922,1,BRO,NL,3,8,1,2,1,0,0,0,0,0,0,1,,1,0,, +cruiswa01,1922,1,BSN,NL,104,352,51,98,15,10,4,46,4,4,44,20,,1,16,, +cunnibi02,1922,1,NY1,NL,85,229,37,75,15,2,2,33,4,5,7,9,,1,6,, +cutshge01,1922,1,DET,AL,132,499,57,133,14,8,2,61,11,5,20,13,,4,33,, +cuyleki01,1922,1,PIT,NL,1,0,0,0,0,0,0,0,0,0,0,0,,0,0,, +cvengmi01,1922,1,NY1,NL,1,3,0,0,0,0,0,0,0,0,0,1,,0,0,, +danfoda01,1922,1,SLA,AL,20,23,1,2,0,0,0,0,0,0,1,6,,0,0,, +daubeja01,1922,1,CIN,NL,156,610,114,205,15,22,12,66,14,17,56,21,,3,31,, +daussho01,1922,1,DET,AL,39,72,4,15,3,0,1,7,0,0,8,20,,1,3,, +davenlu01,1922,1,CHA,AL,12,3,0,0,0,0,0,0,0,0,1,3,,0,0,, +davisdi01,1922,1,SLA,AL,25,59,4,8,1,0,0,2,0,0,4,8,,0,6,, +deberha01,1922,1,BRO,NL,85,259,29,78,10,1,3,35,4,1,20,9,,1,9,, +decatar01,1922,1,BRO,NL,29,25,2,2,1,0,0,0,0,0,1,11,,0,1,, +devoral01,1922,1,NYA,AL,24,59,8,12,4,1,0,11,0,0,1,6,,0,4,, +doakbi01,1922,1,SLN,NL,37,54,2,7,0,0,0,2,0,0,1,20,,1,7,, +dodgesa01,1922,1,BOS,AL,3,2,0,0,0,0,0,0,0,0,0,2,,0,0,, +dolanco02,1922,1,NY1,NL,1,0,0,0,0,0,0,0,0,0,0,0,,0,0,, +donohpe01,1922,1,CIN,NL,33,88,4,16,2,0,0,6,0,0,0,17,,0,5,, +doranbi01,1922,1,CLE,AL,3,2,0,1,0,0,0,0,0,0,1,0,,0,0,, +douglph01,1922,1,NY1,NL,24,58,4,12,0,1,1,5,0,0,0,13,,1,1,, +drakelo01,1922,1,CLE,AL,1,1,0,0,0,0,0,0,0,0,0,1,,0,0,, +duffla01,1922,1,CHA,AL,3,5,2,2,0,0,0,1,0,0,0,1,,0,0,, +duganjo01,1922,1,BOS,AL,84,341,45,98,22,3,3,38,2,3,9,28,,1,10,, +duganjo01,1922,2,NYA,AL,60,252,44,72,9,1,3,25,1,0,13,21,,4,12,, +duncapa01,1922,1,CIN,NL,151,607,94,199,44,12,8,94,12,28,40,31,,1,22,, +durstce01,1922,1,SLA,AL,15,12,5,4,1,0,0,0,0,0,0,1,,0,1,, +dyered01,1922,1,SLN,NL,6,3,1,1,1,0,0,0,0,0,0,0,,0,0,, +dykesji01,1922,1,PHA,AL,145,501,66,138,23,7,12,68,6,2,55,98,,10,15,, +eckerch01,1922,1,PHA,AL,21,11,0,1,0,0,0,1,0,0,0,7,,0,0,, +edmonge01,1922,1,CLE,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +edwarji01,1922,1,CLE,AL,25,23,0,2,0,0,0,0,0,0,0,4,,1,0,, +ehmkeho01,1922,1,DET,AL,45,102,6,16,4,1,0,8,0,0,2,10,,0,4,, +ellerfr01,1922,1,SLA,AL,91,342,42,84,16,3,1,33,1,1,25,36,,3,20,, +ensje01,1922,1,PIT,NL,47,142,18,42,7,3,0,17,3,0,7,9,,2,8,, +ericker01,1922,1,WS1,AL,30,45,1,6,1,0,0,2,0,0,3,18,,0,1,, +eubanue01,1922,1,CHN,NL,2,1,1,1,1,0,0,0,0,0,0,0,,0,0,, +evansjo01,1922,1,CLE,AL,75,145,35,39,6,2,0,22,11,2,8,4,,0,11,, +eversjo01,1922,1,CHA,AL,1,3,0,0,0,0,0,1,0,0,2,0,,0,0,, +faberre01,1922,1,CHA,AL,43,125,8,25,2,0,0,5,0,0,7,42,,1,10,, +falkbi01,1922,1,CHA,AL,131,483,58,144,27,1,12,79,2,6,27,55,,0,24,, +fergual01,1922,1,BOS,AL,39,65,1,6,0,0,0,6,0,0,2,22,,0,6,, +fewstch01,1922,1,NYA,AL,44,132,20,32,4,1,1,9,2,4,16,23,,0,11,, +fewstch01,1922,2,BOS,AL,23,83,8,24,4,1,0,9,8,3,6,10,,1,3,, +fillida01,1922,1,BSN,NL,25,38,0,6,0,0,0,1,0,0,1,3,,0,1,, +fitzgho01,1922,1,CHN,NL,10,24,3,8,1,0,0,4,1,0,3,2,,0,1,, +flackma01,1922,1,CHN,NL,17,54,7,12,1,0,0,6,2,1,2,4,,0,1,, +flackma01,1922,2,SLN,NL,66,267,46,78,12,1,2,21,3,5,31,11,,1,3,, +flagsir01,1922,1,DET,AL,44,91,21,28,5,3,3,8,0,1,14,16,,2,3,, +fletcar01,1922,1,PHI,NL,110,396,46,111,20,5,7,53,3,2,21,14,,5,9,, +fonsele01,1922,1,CIN,NL,81,291,55,105,20,3,4,45,7,8,14,18,,0,13,, +fordho01,1922,1,BSN,NL,143,515,58,140,23,9,2,60,2,1,30,36,,4,25,, +fosteed02,1922,1,BOS,AL,48,109,11,23,3,0,0,3,1,1,9,10,,1,3,, +fosteed02,1922,2,SLA,AL,37,144,29,44,4,0,0,12,3,1,20,8,,1,5,, +fothebo01,1922,1,DET,AL,42,152,20,49,12,4,0,29,1,5,8,9,,0,3,, +fournja01,1922,1,SLN,NL,128,404,64,119,23,9,10,61,6,8,40,21,,7,11,, +francra01,1922,1,WS1,AL,39,78,2,13,2,0,0,3,0,0,5,15,,0,3,, +freembu02,1922,1,CHN,NL,11,8,1,1,1,0,0,0,0,0,0,2,,0,0,, +freigho01,1922,1,SLN,NL,3,1,0,0,0,0,0,0,0,0,0,0,,0,0,, +fribebe01,1922,1,CHN,NL,97,296,51,92,8,2,0,23,8,10,37,37,,2,8,, +friscfr01,1922,1,NY1,NL,132,514,101,168,16,13,5,51,31,17,47,13,,3,18,, +fuhrmol01,1922,1,PHA,AL,6,6,1,2,1,0,0,0,0,0,0,0,,0,0,, +fullecu01,1922,1,BOS,AL,31,8,2,2,0,1,0,0,0,0,3,1,,0,0,, +fussefr01,1922,1,CHN,NL,3,6,1,0,0,0,0,0,0,0,1,6,,0,0,, +gagnoch01,1922,1,DET,AL,10,4,2,1,0,0,0,0,0,0,0,2,,0,0,, +gainede01,1922,1,SLN,NL,43,97,19,26,7,4,2,23,0,2,14,6,,0,5,, +gallagi01,1922,1,BSN,NL,7,22,1,1,1,0,0,2,0,0,1,7,,0,0,, +galloch01,1922,1,PHA,AL,155,571,83,185,26,9,6,69,10,19,39,39,,1,18,, +gardnla01,1922,1,CLE,AL,137,470,74,134,31,3,2,68,9,8,49,21,,2,17,, +gastoal01,1922,1,NY1,NL,16,26,1,5,0,0,0,1,1,0,0,3,,0,0,, +genewjo01,1922,1,BSN,NL,6,6,1,1,0,0,0,1,0,0,0,2,,0,0,, +gerbewa01,1922,1,SLA,AL,153,604,81,161,22,8,1,51,6,4,52,34,,1,32,, +gharrpa01,1922,1,WS1,AL,96,273,40,70,16,6,5,45,3,3,36,30,,4,9,, +gibsofr01,1922,1,BSN,NL,66,164,15,49,7,2,3,20,4,1,10,27,,0,5,, +gilledu01,1922,1,CIN,NL,31,15,2,2,1,0,0,0,0,0,0,4,,0,1,, +glaznwh01,1922,1,PIT,NL,34,65,5,16,4,1,1,12,0,0,1,15,,0,5,, +gleasjo01,1922,1,WS1,AL,8,14,2,2,0,0,0,0,0,0,2,6,,0,0,, +goebeed01,1922,1,WS1,AL,37,59,13,16,1,0,1,3,1,1,8,16,,0,0,, +golviwa01,1922,1,CHN,NL,2,2,0,0,0,0,0,1,0,0,0,0,,0,0,, +goochjo01,1922,1,PIT,NL,105,353,45,116,15,3,1,42,1,1,39,15,,5,4,, +goodwma01,1922,1,SLN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gordira01,1922,1,BRO,NL,5,2,0,0,0,0,0,0,0,0,0,1,,0,0,, +gosligo01,1922,1,WS1,AL,101,358,44,116,19,7,3,53,4,4,25,26,,3,8,, +gowdyha01,1922,1,BSN,NL,92,221,23,70,11,1,1,27,2,1,24,13,,3,6,, +graharo01,1922,1,CHA,AL,5,3,0,0,0,0,0,0,0,0,0,0,,2,0,, +graneja01,1922,1,CLE,AL,37,58,6,9,0,0,0,2,0,0,9,12,,1,3,, +grantge01,1922,1,CHN,NL,7,23,3,4,1,1,0,3,2,0,1,3,,0,0,, +griffbe01,1922,1,BRO,NL,106,325,45,100,22,8,2,35,5,7,5,11,,2,12,, +griffto01,1922,1,BRO,NL,99,329,44,104,17,8,4,49,7,1,23,10,,0,12,, +grimebu01,1922,1,BRO,NL,36,93,15,22,3,1,0,11,2,0,9,15,,0,4,, +grimera01,1922,1,CHN,NL,138,509,99,180,45,12,14,99,7,7,75,33,,6,6,, +grimmch01,1922,1,PIT,NL,154,593,64,173,28,13,0,76,6,10,43,15,,3,10,, +grohhe01,1922,1,NY1,NL,115,426,63,113,21,3,3,51,5,6,53,21,,5,13,, +guistlo01,1922,1,CLE,AL,35,84,7,21,10,1,0,9,0,0,2,7,,1,3,, +haineje01,1922,1,SLN,NL,30,72,6,12,1,1,0,3,1,0,1,16,,0,1,, +hamando01,1922,1,CLE,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hamilea01,1922,1,PIT,NL,33,58,2,9,2,0,0,0,0,0,2,13,,0,3,, +hammoja01,1922,1,CLE,AL,1,4,1,1,0,0,0,0,0,0,0,0,,0,0,, +hammoja01,1922,2,PIT,NL,9,11,3,3,0,0,0,0,0,0,1,0,,0,0,, +haneyfr01,1922,1,DET,AL,81,213,41,75,7,4,0,25,3,8,32,14,,1,12,, +hargrbu01,1922,1,CIN,NL,98,320,49,101,22,10,7,57,7,4,26,18,,2,10,, +harpege02,1922,1,CIN,NL,128,430,67,146,22,8,2,68,11,10,35,22,,6,11,, +harribu01,1922,1,WS1,AL,154,602,95,162,24,8,2,40,25,11,52,38,,14,17,, +harrijo03,1922,1,BOS,AL,119,408,53,129,30,9,6,54,2,6,30,15,,1,9,, +harrisl01,1922,1,PHA,AL,47,74,4,13,0,0,0,3,0,0,1,19,,0,4,, +hartnga01,1922,1,CHN,NL,31,72,4,14,1,1,0,4,1,0,6,8,,0,4,, +hastybo01,1922,1,PHA,AL,28,75,3,15,1,0,1,9,0,0,1,19,,0,0,, +hausejo01,1922,1,PHA,AL,111,368,61,119,21,5,9,43,1,5,30,37,,2,8,, +heathcl01,1922,1,SLN,NL,34,98,11,24,5,2,0,14,0,2,9,4,,1,4,, +heathcl01,1922,2,CHN,NL,76,243,37,68,8,7,1,34,5,2,18,15,,0,8,, +heilmha01,1922,1,DET,AL,118,455,92,162,27,10,21,92,8,4,58,28,,3,11,, +heimafr01,1922,1,PHA,AL,37,60,6,15,3,1,0,7,1,0,5,12,,0,3,, +henlibu01,1922,1,PHI,NL,125,430,57,136,20,4,14,64,2,2,36,33,,8,7,, +henrydu01,1922,1,SLA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +henrysn01,1922,1,BSN,NL,18,66,5,13,4,1,0,5,2,2,2,8,,0,3,, +higbema01,1922,1,NY1,NL,3,10,2,4,0,0,1,5,0,0,0,2,,0,1,, +highan01,1922,1,BRO,NL,153,579,82,164,27,10,6,65,3,12,59,26,,4,17,, +hillca01,1922,1,NY1,NL,8,11,0,2,0,0,0,0,0,0,0,4,,0,0,, +hodgesh01,1922,1,CHA,AL,35,58,4,12,1,0,0,4,0,0,1,10,,0,3,, +hofmafr01,1922,1,NYA,AL,37,91,13,27,5,3,2,10,0,0,9,12,,0,1,, +holkewa01,1922,1,BSN,NL,105,395,35,115,9,4,0,46,6,8,14,23,,1,14,, +hollibo01,1922,1,PIT,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hollica01,1922,1,DET,AL,7,2,0,0,0,0,0,0,0,0,0,1,,0,0,, +holloch01,1922,1,CHN,NL,152,592,90,201,37,8,3,69,19,29,58,5,,5,37,, +holloke01,1922,1,DET,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hoodwa01,1922,1,BRO,NL,2,0,2,0,0,0,0,0,0,0,0,0,,0,0,, +hoopeha01,1922,1,CHA,AL,152,602,111,183,35,8,11,80,16,12,68,33,,5,10,, +hornsro01,1922,1,SLN,NL,154,623,141,250,46,14,42,152,17,12,65,50,,1,15,, +hoytwa01,1922,1,NYA,AL,37,92,4,20,2,2,0,6,0,0,5,12,,0,3,, +hubbebi01,1922,1,PHI,NL,35,70,6,12,4,0,0,3,0,0,4,14,,0,2,, +hulihha01,1922,1,BSN,NL,7,13,2,2,0,0,0,1,0,0,0,4,,1,1,, +hunglbe01,1922,1,BRO,NL,39,102,9,23,1,2,1,13,2,0,6,20,,0,3,, +jackstr01,1922,1,NY1,NL,3,8,1,0,0,0,0,0,0,0,0,2,,0,0,, +jacobba01,1922,1,SLA,AL,145,555,88,176,22,16,9,102,19,6,46,36,,9,19,, +jamiech01,1922,1,CLE,AL,145,567,87,183,29,11,3,57,15,9,54,22,,6,14,, +janvrha01,1922,1,BRO,NL,30,57,7,17,3,1,0,1,0,0,4,4,,0,1,, +jeanete01,1922,1,CLE,AL,1,1,0,0,0,0,0,0,0,0,1,0,,0,0,, +jenkijo02,1922,1,CHA,AL,5,3,0,0,0,0,0,1,0,0,0,2,,0,1,, +johnsdo01,1922,1,PHA,AL,71,260,41,65,11,7,1,29,7,6,24,15,,1,15,, +johnser01,1922,1,CHA,AL,144,603,85,153,17,3,0,56,21,18,40,30,,4,26,, +johnsfr01,1922,1,NY1,NL,2,4,0,0,0,0,0,0,0,0,0,3,,0,1,, +johnsji01,1922,1,BRO,NL,138,567,110,181,20,7,4,49,18,9,38,17,,2,10,, +johnssy01,1922,1,DET,AL,29,36,5,8,0,1,0,1,0,0,0,10,,0,1,, +johnswa01,1922,1,WS1,AL,43,108,8,22,3,0,1,15,0,0,2,12,,0,2,, +jonesbo01,1922,1,DET,AL,124,455,65,117,10,6,3,44,8,5,36,18,,2,29,, +jonespe01,1922,1,CHN,NL,44,47,2,4,0,0,0,3,0,0,2,18,,0,4,, +jonessa01,1922,1,NYA,AL,45,87,14,23,9,0,1,8,1,0,6,28,,5,4,, +jonnabu01,1922,1,PIT,NL,10,21,4,5,0,1,0,2,0,0,2,4,,0,0,, +jonnacl01,1922,1,NY1,NL,33,24,3,1,0,0,0,0,0,0,1,16,,0,2,, +judgejo01,1922,1,WS1,AL,148,591,84,174,32,15,10,81,5,15,50,20,,6,14,, +kahdoik01,1922,1,CLE,AL,4,2,0,0,0,0,0,0,0,0,0,1,,0,0,, +karrbe01,1922,1,BOS,AL,66,98,7,21,2,0,0,4,1,0,4,7,,0,1,, +kaufmto01,1922,1,CHN,NL,38,45,4,9,2,1,1,4,0,0,2,14,,0,5,, +keckca01,1922,1,CIN,NL,27,44,2,7,0,0,0,2,0,1,2,18,,1,3,, +keefeda01,1922,1,CLE,AL,18,6,1,2,0,0,0,1,0,0,1,2,,0,0,, +keenvi01,1922,1,CHN,NL,7,12,1,4,0,0,0,0,1,0,0,2,,0,1,, +kellejo02,1922,1,CHN,NL,63,193,23,50,7,1,0,20,5,7,15,14,,1,13,, +kellyge01,1922,1,NY1,NL,151,592,96,194,33,8,17,107,12,3,30,65,,3,15,, +ketchgu01,1922,1,PHA,AL,6,4,0,0,0,0,0,0,0,0,0,1,,0,0,, +kimmiwa01,1922,1,CIN,NL,39,89,11,22,2,1,0,12,0,0,3,12,,0,1,, +kingle02,1922,1,PHI,NL,19,53,8,12,5,1,2,13,0,0,8,6,,0,1,, +kingle02,1922,2,NY1,NL,20,34,6,6,3,0,0,2,1,0,5,2,,0,1,, +klugmjo01,1922,1,CHN,NL,2,2,0,0,0,0,0,0,0,0,0,0,,0,0,, +knighja01,1922,1,SLN,NL,1,2,0,1,0,0,0,0,0,0,0,0,,0,0,, +kolpra01,1922,1,SLA,AL,32,57,7,17,6,1,0,6,0,0,3,9,,0,11,, +kopfla01,1922,1,BSN,NL,126,466,59,124,6,3,1,37,8,9,45,22,,1,16,, +krugma01,1922,1,CHN,NL,127,450,67,124,23,4,4,60,7,9,43,43,,3,28,, +lamotbo01,1922,1,WS1,AL,68,214,22,54,10,2,1,23,6,1,15,21,,2,10,, +lansige01,1922,1,BSN,NL,15,11,1,0,0,0,0,0,0,0,2,6,,0,0,, +lapanpe01,1922,1,WS1,AL,11,34,7,11,1,0,1,6,1,0,3,4,,0,1,, +lavando01,1922,1,SLN,NL,89,264,24,60,8,1,0,27,3,1,13,10,,3,13,, +leboube01,1922,1,PHI,NL,74,167,24,45,8,3,2,20,0,3,24,29,,2,4,, +leecl01,1922,1,PHI,NL,122,422,65,136,29,6,17,77,2,3,32,43,,1,7,, +leibone01,1922,1,BOS,AL,81,271,42,70,8,1,1,18,1,6,41,14,,2,6,, +lesliro01,1922,1,PHI,NL,141,513,44,139,23,2,6,50,3,7,37,49,,0,17,, +leverdi01,1922,1,CHA,AL,33,83,6,21,8,0,0,12,0,0,2,25,,1,1,, +lindsji01,1922,1,CLE,AL,29,24,1,4,0,1,0,1,0,0,0,6,,0,0,, +llewecl01,1922,1,NYA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +longji02,1922,1,CHA,AL,3,3,0,0,0,0,0,0,0,0,1,0,,0,0,, +lovelto01,1922,1,PIT,NL,1,1,0,0,0,0,0,0,0,0,0,0,,0,0,, +luquedo01,1922,1,CIN,NL,39,86,9,18,5,0,0,6,0,0,4,18,,1,3,, +lutzre01,1922,1,CIN,NL,1,1,0,1,1,0,0,0,0,0,0,0,,0,0,, +lynchwa01,1922,1,BOS,AL,3,2,1,1,0,0,0,0,0,0,0,0,,0,0,, +mackfr01,1922,1,CHA,AL,8,12,1,3,0,1,0,0,0,0,0,4,,0,0,, +macphwa01,1922,1,NY1,NL,2,7,2,2,0,1,0,0,0,0,1,0,,0,0,, +maguifr01,1922,1,NY1,NL,5,12,4,4,0,0,0,1,1,0,0,1,,0,0,, +mailsdu01,1922,1,CLE,AL,26,31,2,5,1,1,0,1,0,0,2,14,,0,1,, +maisege01,1922,1,CHN,NL,38,84,9,16,1,1,0,6,1,3,8,2,,0,6,, +mamaual01,1922,1,BRO,NL,37,17,2,4,2,0,1,5,0,0,5,2,,0,2,, +maniocl01,1922,1,DET,AL,42,69,9,19,4,1,0,12,0,1,4,6,,0,3,, +mannle01,1922,1,SLN,NL,84,147,42,51,14,1,2,20,0,1,16,12,,1,3,, +maranra01,1922,1,PIT,NL,155,672,115,198,26,15,0,63,24,13,61,43,,2,12,, +marklcl01,1922,1,CIN,NL,25,20,1,3,1,0,0,2,0,0,2,7,,0,0,, +marquru01,1922,1,BSN,NL,39,63,3,14,0,0,0,4,0,0,0,9,,0,3,, +martisp01,1922,1,CHN,NL,1,1,0,0,0,0,0,0,0,0,1,1,,0,0,, +matthjo01,1922,1,BSN,NL,3,2,0,0,0,0,0,0,0,0,0,1,,0,0,, +mattoji01,1922,1,PIT,NL,29,51,11,15,1,1,0,3,0,0,1,3,,0,2,, +maynach01,1922,1,BOS,AL,12,24,1,3,0,0,0,0,0,1,3,2,,0,2,, +maysca01,1922,1,NYA,AL,35,92,7,23,1,1,0,7,0,0,2,10,,0,3,, +mccabdi01,1922,1,CHA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mccleha01,1922,1,CHA,AL,91,301,28,68,17,3,2,28,3,2,16,32,,3,18,, +mccuefr01,1922,1,PHA,AL,2,5,0,0,0,0,0,0,0,0,0,0,,0,0,, +mccurha01,1922,1,SLN,NL,13,27,3,8,2,2,0,5,0,0,1,1,,0,0,, +mcgowbe01,1922,1,PHA,AL,99,300,36,69,10,5,1,20,6,5,40,46,,1,17,, +mcgresl01,1922,1,WS1,AL,1,1,0,0,0,0,0,0,0,0,0,0,,0,0,, +mchenau01,1922,1,SLN,NL,64,238,31,72,18,3,5,43,2,2,14,27,,1,4,, +mcinnst01,1922,1,CLE,AL,142,537,58,164,28,7,1,78,1,5,15,5,,1,27,, +mcmanma01,1922,1,SLA,AL,154,606,88,189,34,11,11,109,9,6,38,41,,6,15,, +mcmilno01,1922,1,NYA,AL,33,78,7,20,1,2,0,11,4,1,6,10,,0,5,, +mcnalmi01,1922,1,NYA,AL,52,143,20,36,2,2,0,18,3,0,16,14,,1,17,, +mcnamge01,1922,1,WS1,AL,3,11,3,3,0,0,0,1,0,0,1,2,,0,0,, +mcnamti01,1922,1,BSN,NL,24,17,2,2,0,0,0,1,0,0,2,5,,0,1,, +mcnamto01,1922,1,PIT,NL,1,1,0,0,0,0,0,0,0,0,0,0,,0,0,, +mcnulpa01,1922,1,CLE,AL,22,59,10,16,2,1,0,5,4,1,9,5,,0,3,, +mcquihu01,1922,1,BSN,NL,32,42,2,7,1,0,0,2,0,0,1,8,,0,5,, +mcquihu01,1922,2,NY1,NL,15,37,2,7,1,0,0,4,0,0,0,7,,0,0,, +mcweedo01,1922,1,CHA,AL,4,1,0,0,0,0,0,0,0,0,1,1,,0,0,, +meadole01,1922,1,PHI,NL,33,86,8,27,4,0,0,5,0,0,1,25,,1,5,, +meinehe01,1922,1,SLA,AL,1,1,0,0,0,0,0,0,0,0,0,0,,0,0,, +menosmi01,1922,1,BOS,AL,126,406,61,115,16,5,3,32,9,5,40,33,,5,11,, +merewar01,1922,1,PIT,NL,1,1,0,0,0,0,0,0,0,0,0,0,,0,0,, +metivde01,1922,1,CLE,AL,2,6,1,1,0,0,0,0,1,0,1,0,,0,0,, +meusebo01,1922,1,NYA,AL,121,473,61,151,26,11,16,84,13,8,40,58,,3,11,, +meuseir01,1922,1,NY1,NL,154,617,100,204,28,17,16,132,12,10,35,33,,2,22,, +middljo01,1922,1,CLE,AL,2,3,0,1,0,0,0,0,0,0,0,0,,0,0,, +milancl01,1922,1,WS1,AL,42,74,8,17,5,0,0,5,0,0,2,2,,0,0,, +millebi02,1922,1,PHA,AL,143,535,90,179,29,12,21,90,10,10,24,42,,7,16,, +milleel01,1922,1,NYA,AL,51,172,31,46,7,2,3,18,2,3,11,12,,0,5,, +milleel01,1922,2,BOS,AL,44,147,16,28,2,3,4,16,3,1,5,10,,1,3,, +millefr02,1922,1,BSN,NL,31,68,4,8,0,0,0,1,0,0,1,17,,1,5,, +milleha01,1922,1,CHN,NL,122,466,61,164,28,5,12,78,3,3,26,39,,2,6,, +milleja01,1922,1,PIT,NL,3,11,0,1,0,0,0,0,1,0,2,0,,0,0,, +milleot01,1922,1,BRO,NL,59,180,20,47,11,1,1,23,0,0,6,13,,0,13,, +mitchcl01,1922,1,BRO,NL,56,155,21,45,6,3,3,28,0,0,19,6,,1,3,, +mitchjo01,1922,1,NYA,AL,4,4,1,0,0,0,0,0,0,0,0,1,,0,0,, +mitchjo01,1922,2,BOS,AL,59,203,20,51,4,1,1,8,1,2,16,17,,4,15,, +mogrige01,1922,1,WS1,AL,34,86,6,21,3,0,1,10,0,0,8,30,,0,9,, +moharjo01,1922,1,DET,AL,5,1,2,1,0,0,0,0,0,1,1,0,,0,0,, +mokanjo01,1922,1,PIT,NL,31,89,9,23,3,1,0,8,0,1,9,3,,0,2,, +mokanjo01,1922,2,PHI,NL,47,151,20,38,7,1,3,27,1,0,16,25,,1,7,, +moorero01,1922,1,PHA,AL,15,19,3,5,1,0,0,2,0,0,3,3,,0,1,, +moorero01,1922,2,DET,AL,9,7,0,3,0,0,0,0,0,0,0,1,,0,0,, +morgacy02,1922,1,BSN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +morried02,1922,1,CHN,NL,5,4,0,1,0,0,0,1,0,0,0,2,,0,0,, +morrijo04,1922,1,PIT,NL,45,101,7,20,1,0,0,9,0,1,1,19,,0,10,, +mortogu01,1922,1,CLE,AL,38,68,4,13,1,1,0,3,0,0,1,8,,0,6,, +mostijo01,1922,1,CHA,AL,132,458,74,139,28,14,7,70,14,10,38,39,,14,13,, +muellhe01,1922,1,SLN,NL,61,159,20,43,7,2,3,26,2,1,14,18,,0,5,, +muellwa01,1922,1,PIT,NL,32,122,21,33,5,1,2,18,1,0,5,7,,1,6,, +mullied01,1922,1,CHA,AL,103,372,39,87,14,8,0,31,7,7,22,32,,1,28,, +murrage01,1922,1,NYA,AL,22,18,1,5,0,1,1,4,0,0,0,5,,0,0,, +murraji02,1922,1,BRO,NL,4,2,0,1,0,0,0,0,0,0,0,0,,0,0,, +myersel01,1922,1,BOS,AL,3,1,0,0,0,0,0,0,0,0,0,0,,0,0,, +myershy01,1922,1,BRO,NL,153,618,82,196,20,9,6,89,9,10,13,26,,0,27,, +nayloro01,1922,1,PHA,AL,36,55,7,11,3,0,1,3,0,0,4,20,,0,2,, +nealegr01,1922,1,CIN,NL,25,43,11,10,2,1,0,2,5,2,6,3,,2,1,, +nehfar01,1922,1,NY1,NL,37,98,9,25,0,0,1,11,0,2,6,7,,0,4,, +neisbe01,1922,1,BRO,NL,61,70,15,16,4,1,1,9,3,2,13,8,,0,2,, +nichofr02,1922,1,BSN,NL,78,222,31,56,4,5,2,29,5,7,23,24,,5,7,, +nixonal01,1922,1,BSN,NL,86,318,35,84,14,4,2,22,6,6,9,19,,0,4,, +northlo01,1922,1,SLN,NL,53,47,5,11,0,1,1,5,0,0,1,3,,0,2,, +nunamle01,1922,1,CLE,AL,25,43,8,13,2,0,0,7,0,0,4,3,,0,2,, +odenwte01,1922,1,CLE,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +odoulle01,1922,1,NYA,AL,8,9,0,3,1,0,0,4,0,0,0,2,,0,0,, +oeschjo01,1922,1,BSN,NL,46,63,3,12,3,0,0,5,0,0,2,8,,0,1,, +ofarrbo01,1922,1,CHN,NL,128,392,68,127,18,8,4,60,5,3,79,34,,1,9,, +ogdencu01,1922,1,PHA,AL,17,29,1,7,0,0,0,1,0,0,1,1,,0,0,, +oldhare01,1922,1,DET,AL,43,73,11,19,4,1,0,13,1,0,6,10,,0,1,, +olsenol01,1922,1,DET,AL,39,39,1,7,2,0,0,2,0,1,1,6,,0,3,, +olsoniv01,1922,1,BRO,NL,136,551,63,150,26,6,1,47,8,5,25,10,,2,17,, +oneilha01,1922,1,PHA,AL,1,1,0,0,0,0,0,0,0,0,0,0,,0,0,, +oneilmi02,1922,1,BSN,NL,83,251,18,56,5,2,0,26,1,0,14,11,,1,5,, +oneilst01,1922,1,CLE,AL,133,392,33,122,27,4,2,65,2,2,73,25,,3,9,, +orourfr01,1922,1,BOS,AL,67,216,28,57,14,3,1,17,6,6,20,28,,3,7,, +osborti01,1922,1,CHN,NL,41,67,6,9,2,0,0,4,1,0,0,17,,1,2,, +parkifr01,1922,1,PHI,NL,141,545,86,150,18,6,15,70,3,4,55,93,,2,15,, +peckiro01,1922,1,WS1,AL,147,520,62,132,14,4,2,48,11,6,55,36,,3,23,, +penceel01,1922,1,CHA,AL,1,0,0,0,0,0,0,0,0,0,0,0,,0,0,, +pennohe01,1922,1,BOS,AL,32,65,5,9,1,1,0,2,0,0,4,9,,0,2,, +perkicy01,1922,1,PHA,AL,148,505,58,135,20,6,6,69,1,7,40,30,,1,14,, +pertibi01,1922,1,SLN,NL,35,33,3,6,1,1,0,0,0,0,0,13,,0,0,, +peterjo02,1922,1,PHI,NL,55,143,15,35,9,1,4,24,0,1,9,18,,4,3,, +pfeffje01,1922,1,SLN,NL,45,98,3,24,6,0,0,12,0,0,4,17,,0,2,, +phillto01,1922,1,WS1,AL,17,20,1,3,0,0,0,1,0,0,1,5,,1,1,, +picinva01,1922,1,WS1,AL,76,210,16,48,12,2,0,19,1,0,23,33,,2,9,, +piercbi01,1922,1,BOS,AL,29,34,2,5,2,0,0,3,0,0,2,9,,0,4,, +pillehe01,1922,1,DET,AL,40,99,5,17,3,0,0,11,0,0,4,28,,0,3,, +pinelba01,1922,1,CIN,NL,156,547,77,167,19,7,1,72,17,22,48,37,,6,21,, +pintole01,1922,1,PHI,NL,9,9,1,1,0,0,0,0,0,0,1,4,,0,0,, +pippwa01,1922,1,NYA,AL,152,577,96,190,32,10,9,90,7,12,56,32,,4,27,, +pittipi01,1922,1,BOS,AL,66,186,16,48,3,0,0,7,2,5,9,10,,2,6,, +postsa01,1922,1,BRO,NL,9,25,3,7,0,0,0,4,1,0,1,4,,0,2,, +pottne01,1922,1,CLE,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +powelra01,1922,1,BSN,NL,142,550,82,163,22,11,6,37,3,12,59,66,,4,6,, +prattde01,1922,1,BOS,AL,154,607,73,183,44,7,6,86,7,10,53,20,,4,9,, +pruethu01,1922,1,SLA,AL,39,34,1,5,1,0,0,1,0,1,4,12,,0,3,, +quinnja01,1922,1,BOS,AL,40,91,5,9,3,0,1,5,0,0,6,28,,1,3,, +rabbijo01,1922,1,CLE,AL,2,3,1,1,0,0,0,0,0,0,0,0,,0,0,, +rappgo01,1922,1,PHI,NL,119,502,58,127,26,3,0,38,6,12,32,29,,1,16,, +rawlijo01,1922,1,NY1,NL,88,308,46,87,13,8,1,30,7,6,23,15,,5,10,, +reichdi01,1922,1,BOS,AL,6,24,3,6,1,0,0,0,0,0,0,2,,1,0,, +rettiot01,1922,1,PHA,AL,4,6,0,0,0,0,0,0,0,0,0,1,,0,0,, +ricesa01,1922,1,WS1,AL,154,633,91,187,37,13,6,69,20,9,48,13,,2,6,, +rigneto01,1922,1,DET,AL,155,536,68,161,17,7,2,63,17,8,68,44,,1,37,, +ringji01,1922,1,PHI,NL,40,88,4,13,2,0,1,4,0,0,1,32,,0,4,, +rixeyep01,1922,1,CIN,NL,40,109,8,21,3,0,0,9,1,0,2,15,,1,11,, +roberch01,1922,1,CHA,AL,37,87,3,16,0,0,0,7,0,0,8,10,,0,8,, +roberda01,1922,1,NY1,NL,42,47,5,13,2,0,1,3,0,0,3,7,,0,0,, +roberge01,1922,1,SLA,AL,18,27,2,8,2,1,0,1,1,0,1,1,,0,0,, +rohwera01,1922,1,PIT,NL,53,129,19,38,6,3,3,22,1,0,10,17,,1,5,, +rommeed01,1922,1,PHA,AL,51,94,3,17,3,0,0,7,0,0,3,15,,0,6,, +roserbu01,1922,1,BSN,NL,32,113,13,27,3,4,0,16,2,1,10,19,,1,8,, +roushed01,1922,1,CIN,NL,49,165,29,58,7,4,1,24,5,3,19,5,,3,2,, +rudoldi01,1922,1,BSN,NL,3,5,0,2,0,0,0,0,0,0,0,0,,0,0,, +ruelmu01,1922,1,BOS,AL,116,361,34,92,15,1,0,28,4,2,41,26,,1,11,, +ruethdu01,1922,1,BRO,NL,67,125,12,26,6,1,2,20,0,0,12,11,,1,5,, +russeal01,1922,1,BOS,AL,34,38,3,3,1,0,0,1,0,0,3,14,,1,0,, +russejo01,1922,1,CHA,AL,4,1,0,0,0,0,0,0,0,0,0,0,,0,0,, +russere01,1922,1,PIT,NL,60,220,51,81,14,8,12,75,4,2,14,18,,7,9,, +ruthba01,1922,1,NYA,AL,110,406,94,128,24,8,35,99,2,5,84,80,,1,4,, +ryanro01,1922,1,NY1,NL,46,62,3,12,2,0,0,3,0,1,7,13,,0,3,, +schalra01,1922,1,CHA,AL,142,442,57,124,22,3,4,60,12,4,67,36,,3,22,, +schanwa01,1922,1,NYA,AL,124,408,46,130,21,7,1,53,12,6,53,36,,6,23,, +scheehe01,1922,1,PHA,AL,51,135,10,23,3,0,4,12,1,0,3,25,,0,7,, +schilre01,1922,1,PHA,AL,4,2,0,0,0,0,0,0,0,0,0,1,,0,0,, +schmara01,1922,1,BRO,NL,110,396,54,106,17,3,2,44,6,6,21,28,,1,11,, +schmiwa01,1922,1,PIT,NL,40,152,21,50,11,1,0,22,2,1,1,5,,0,3,, +schneka01,1922,1,CIN,NL,10,4,1,1,0,0,0,0,0,0,0,2,,0,0,, +schrepa01,1922,1,BRO,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schuljo03,1922,1,SLN,NL,112,344,50,108,13,4,2,64,3,1,19,10,,0,10,, +schupfe01,1922,1,CHA,AL,18,23,0,5,0,0,0,3,0,1,4,7,,0,0,, +scottev01,1922,1,NYA,AL,154,557,64,150,23,5,3,45,2,3,23,22,,5,28,, +scottja01,1922,1,CIN,NL,1,1,0,0,0,0,0,0,0,0,0,1,,0,0,, +scottja01,1922,2,NY1,NL,17,30,2,8,0,0,0,4,0,0,1,2,,0,1,, +sellep01,1922,1,SLN,NL,7,12,3,4,1,0,0,1,0,0,1,4,,0,2,, +severha01,1922,1,SLA,AL,137,517,49,166,32,7,3,78,1,4,28,12,,0,14,, +seweljo01,1922,1,CLE,AL,153,558,80,167,28,7,2,83,10,12,73,20,,6,19,, +sewellu01,1922,1,CLE,AL,41,87,14,23,5,0,0,10,1,1,5,8,,1,2,, +shankho01,1922,1,WS1,AL,84,272,35,77,10,9,1,32,6,0,25,25,,4,13,, +shautjo01,1922,1,CLE,AL,5,5,1,0,0,0,0,0,0,0,0,0,,0,0,, +shawkbo01,1922,1,NYA,AL,39,115,12,21,2,0,1,12,0,0,2,18,,1,7,, +sheare01,1922,1,NY1,NL,11,7,0,0,0,0,0,0,0,0,0,4,,0,0,, +sheelea01,1922,1,CHA,AL,149,526,72,167,37,4,6,80,4,6,60,27,,5,29,, +sherdbi01,1922,1,SLN,NL,48,88,11,17,2,1,1,10,0,0,2,10,,0,2,, +shinagi01,1922,1,CLE,AL,13,15,1,2,1,0,0,0,0,0,0,2,,0,0,, +shinnra01,1922,1,NY1,NL,56,135,16,34,4,2,0,15,3,5,5,22,,6,5,, +shockur01,1922,1,SLA,AL,48,115,14,22,3,1,1,6,1,0,14,34,,0,6,, +shortch01,1922,1,SLA,AL,55,131,22,36,12,5,2,16,0,1,16,8,,0,5,, +shottbu01,1922,1,SLN,NL,34,30,5,6,1,0,0,2,0,1,4,6,,0,0,, +shrivha01,1922,1,BRO,NL,25,27,0,1,0,0,0,0,0,0,2,11,,0,3,, +singljo01,1922,1,PHI,NL,22,36,3,5,1,0,0,0,0,0,0,17,,0,1,, +sislege01,1922,1,SLA,AL,142,586,134,246,42,18,8,105,51,19,49,14,,3,16,, +skinnca01,1922,1,NYA,AL,27,33,1,6,0,0,0,2,1,0,0,4,,1,0,, +smithea01,1922,1,WS1,AL,65,205,22,53,12,2,1,23,4,4,8,17,,2,6,, +smithea02,1922,1,NY1,NL,90,234,29,65,11,4,9,39,1,1,37,12,,3,1,, +smithel02,1922,1,BOS,AL,73,231,43,66,13,6,6,32,0,3,25,21,,1,6,, +smithel02,1922,2,NYA,AL,21,27,1,5,0,0,1,5,0,0,3,5,,0,1,, +smithge02,1922,1,PHI,NL,42,66,1,5,0,0,0,2,0,0,0,24,,0,0,, +smithja03,1922,1,SLN,NL,143,510,117,158,23,12,8,46,18,7,50,30,,3,15,, +smithji01,1922,1,PHI,NL,38,114,13,25,1,0,1,6,1,3,5,9,,1,6,, +smithsh01,1922,1,BRO,NL,28,35,5,9,1,0,1,3,0,0,1,3,,0,0,, +smithsh01,1922,2,CLE,AL,2,6,0,2,0,0,0,1,0,0,0,2,,0,0,, +snydefr01,1922,1,NY1,NL,104,318,34,109,21,5,5,51,1,5,23,25,,0,13,, +sorrech01,1922,1,CLE,AL,2,1,0,0,0,0,0,0,0,0,0,0,,0,0,, +sothoal01,1922,1,CLE,AL,6,9,0,4,1,0,0,2,0,0,0,1,,0,0,, +southbi01,1922,1,BSN,NL,43,158,27,51,4,4,4,18,4,1,18,1,,0,6,, +speaktr01,1922,1,CLE,AL,131,426,85,161,48,8,11,71,8,3,77,11,,1,12,, +statzji01,1922,1,CHN,NL,110,462,77,137,19,5,1,34,16,13,41,31,,1,4,, +stengca01,1922,1,NY1,NL,84,250,48,92,8,10,7,48,4,2,21,17,,9,3,, +stephri01,1922,1,CLE,AL,86,233,47,79,24,5,2,32,3,0,27,18,,6,1,, +stewast01,1922,1,PIT,NL,3,13,3,2,0,0,0,0,0,0,0,1,,0,0,, +stockmi01,1922,1,SLN,NL,151,581,85,177,33,9,5,79,7,12,42,29,,0,26,, +stoneli01,1922,1,DET,AL,17,20,0,2,1,0,0,3,0,0,2,4,,0,1,, +strunam01,1922,1,CHA,AL,92,311,36,90,11,4,0,33,9,6,33,28,,0,8,, +stuarjo01,1922,1,SLN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stuelge01,1922,1,CHN,NL,35,31,2,4,0,0,0,2,0,0,1,17,,0,1,, +sulliji02,1922,1,PHA,AL,20,11,0,1,0,0,0,1,0,0,2,5,,0,1,, +sullito02,1922,1,PHI,NL,3,4,1,1,0,0,1,2,0,0,0,1,,0,0,, +summaho01,1922,1,CLE,AL,12,46,9,16,3,3,1,6,1,2,1,1,,3,0,, +swentau01,1922,1,CHA,AL,1,1,0,0,0,0,0,0,0,0,0,1,,0,0,, +tayloza02,1922,1,BRO,NL,7,14,0,3,0,0,0,2,0,0,1,1,,0,1,, +terryze01,1922,1,CHN,NL,131,496,56,142,24,2,0,67,2,11,34,16,,2,39,, +tiernco01,1922,1,PIT,NL,122,441,58,152,26,14,7,86,7,8,22,40,,2,23,, +tobinja01,1922,1,SLA,AL,146,625,122,207,34,8,13,66,7,9,56,22,,2,16,, +toneyfr01,1922,1,NY1,NL,13,30,1,2,0,0,0,1,0,0,2,10,,0,0,, +toporsp01,1922,1,SLN,NL,116,352,56,114,25,6,3,36,2,1,24,18,,2,13,, +torreri01,1922,1,WS1,AL,4,4,0,0,0,0,0,0,0,0,0,1,,0,0,, +traynpi01,1922,1,PIT,NL,142,571,89,161,17,12,4,81,17,3,27,28,,4,13,, +turklu01,1922,1,WS1,AL,5,4,0,1,0,0,0,1,0,0,0,1,,0,0,, +uhlege01,1922,1,CLE,AL,56,109,21,29,8,2,0,14,1,2,13,6,,1,3,, +vanceda01,1922,1,BRO,NL,36,89,9,20,3,0,0,6,1,0,3,25,,2,6,, +vangiel01,1922,1,SLA,AL,45,93,16,32,10,2,2,11,0,0,5,11,,3,9,, +veachbo01,1922,1,DET,AL,155,618,96,202,34,13,9,126,9,1,42,27,,8,36,, +vicker01,1922,1,SLN,NL,3,6,1,2,2,0,0,0,0,0,0,0,,0,0,, +walkecu01,1922,1,PHI,NL,148,581,102,196,36,11,12,89,11,4,56,46,,4,14,, +walkero01,1922,1,SLN,NL,12,7,0,1,0,0,0,1,0,0,0,3,,0,1,, +walketi01,1922,1,PHA,AL,153,565,111,160,31,4,37,99,4,3,61,67,,4,15,, +waltero01,1922,1,BOS,AL,38,98,4,19,2,0,0,6,0,0,6,8,,0,5,, +wambsbi01,1922,1,CLE,AL,142,538,89,141,22,6,0,47,17,10,60,26,,4,42,, +wardaa01,1922,1,NYA,AL,154,558,69,149,19,5,7,68,6,4,45,64,,6,32,, +wardch01,1922,1,BRO,NL,33,91,12,25,5,1,0,14,1,1,5,8,,1,6,, +warmocy01,1922,1,WS1,AL,5,7,1,1,0,0,0,0,0,0,0,1,,0,0,, +watsomu01,1922,1,BSN,NL,41,66,4,13,1,1,0,1,0,0,1,17,,1,3,, +weinele01,1922,1,PHI,NL,34,58,10,14,1,0,0,3,1,0,3,11,,0,1,, +weisbu01,1922,1,CHN,NL,2,2,2,1,0,0,0,0,0,0,0,0,,0,0,, +welchfr01,1922,1,PHA,AL,114,375,43,97,17,3,11,49,3,4,40,40,,3,14,, +wheatza01,1922,1,BRO,NL,152,600,92,201,29,12,16,112,9,6,45,22,,7,8,, +wheelri01,1922,1,PIT,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +whittpo01,1922,1,BRO,NL,1,1,0,0,0,0,0,0,0,0,0,0,,0,0,, +wilkiro01,1922,1,CHA,AL,4,3,0,0,0,0,0,0,0,0,0,2,,0,0,, +willicy01,1922,1,PHI,NL,151,584,98,180,30,6,26,92,11,14,74,49,,6,12,, +willike01,1922,1,SLA,AL,153,585,128,194,34,11,39,155,37,20,74,31,,7,12,, +wingoiv01,1922,1,CIN,NL,80,260,24,74,13,3,3,45,1,4,23,11,,0,3,, +winnge01,1922,1,CLE,AL,8,9,3,3,0,0,0,1,0,0,2,0,,0,0,, +winteje01,1922,1,PHI,NL,34,43,3,11,2,0,0,2,0,0,0,11,,0,2,, +wirtske01,1922,1,CHN,NL,31,58,7,10,2,0,1,6,0,0,12,15,,0,0,, +withrfr01,1922,1,PHI,NL,10,21,3,7,2,0,0,3,0,0,3,5,,0,0,, +wittwh01,1922,1,NYA,AL,140,528,98,157,11,6,4,40,5,8,89,29,,1,10,, +woodala01,1922,1,DET,AL,50,125,19,43,2,2,0,18,0,1,8,11,,1,2,, +woodjo02,1922,1,CLE,AL,142,505,74,150,33,8,8,92,5,1,50,63,,6,22,, +woodwfr01,1922,1,WS1,AL,1,1,0,0,0,0,0,0,0,0,0,0,,0,0,, +wrighra02,1922,1,SLA,AL,31,50,6,7,2,0,0,1,0,0,5,16,,0,4,, +wrighru01,1922,1,PHI,NL,99,331,56,101,18,6,5,33,4,5,28,17,,3,7,, +yarriru01,1922,1,PHA,AL,18,6,0,1,0,0,0,0,0,0,1,1,,0,0,, +yaryaya01,1922,1,CHA,AL,36,71,9,14,2,0,2,9,1,0,6,10,,1,1,, +yeargal01,1922,1,BSN,NL,1,3,0,0,0,0,0,0,0,0,0,3,,0,0,, +yelloch01,1922,1,PIT,NL,28,19,2,6,0,0,0,1,0,0,0,3,,0,2,, +youngch02,1922,1,WS1,AL,2,2,0,0,0,0,0,0,0,0,0,1,,0,0,, +youngra01,1922,1,PHA,AL,125,470,62,105,19,2,1,35,8,6,55,21,,3,10,, +youngro01,1922,1,NY1,NL,149,559,105,185,34,10,7,86,17,9,55,50,,7,21,, +zachato01,1922,1,WS1,AL,32,71,4,21,2,1,1,14,0,0,3,20,,0,2,, +zinnji01,1922,1,PIT,NL,5,1,0,0,0,0,0,0,0,0,0,0,,0,0,, +abramge01,1923,1,CIN,NL,3,1,0,1,0,0,0,0,0,0,0,0,,0,0,, +adamsba01,1923,1,PIT,NL,26,55,5,15,5,1,0,8,0,1,6,13,,0,1,, +adamssp01,1923,1,CHN,NL,95,311,40,90,12,0,4,35,20,19,26,10,,1,14,, +adamssp02,1923,1,PIT,NL,25,56,11,14,0,1,0,4,2,1,6,6,,0,0,, +ainsmed01,1923,1,SLN,NL,82,263,22,56,11,6,3,34,4,0,22,19,,1,10,, +ainsmed01,1923,2,BRO,NL,2,10,0,2,0,0,0,2,0,1,0,0,,0,0,, +aldrivi01,1923,1,CHN,NL,30,71,5,19,3,0,0,4,0,0,6,6,,0,5,, +alexape01,1923,1,CHN,NL,39,111,10,24,3,1,1,10,0,0,1,11,,0,7,, +archdma01,1923,1,CHA,AL,22,87,23,35,5,1,0,4,2,3,6,8,,0,1,, +austiji01,1923,1,SLA,AL,1,0,0,0,0,0,0,0,0,0,0,0,,0,0,, +bagbyji01,1923,1,PIT,NL,21,20,3,1,0,0,0,1,0,0,3,1,,0,2,, +bagwebi01,1923,1,BSN,NL,56,93,8,27,4,2,2,10,0,0,6,12,,0,2,, +bailege01,1923,1,BRO,NL,127,411,71,109,11,7,1,42,9,7,43,34,,6,11,, +bancrda01,1923,1,NY1,NL,107,444,80,135,33,3,1,31,8,7,62,23,,1,6,, +barbetu01,1923,1,BRO,NL,13,46,3,10,2,0,0,8,0,1,2,2,,0,1,, +barfocl01,1923,1,SLN,NL,37,37,1,7,1,0,0,1,0,0,1,10,,0,1,, +barneep01,1923,1,PIT,NL,2,2,0,1,0,0,0,0,0,0,0,1,,0,0,, +barneje01,1923,1,NY1,NL,12,11,0,3,0,0,0,0,0,0,0,2,,0,0,, +barneje01,1923,2,BSN,NL,31,68,2,10,0,0,0,2,0,0,2,6,,0,1,, +barnevi01,1923,1,NY1,NL,22,14,0,0,0,0,0,0,0,0,0,3,,0,0,, +barnhcl01,1923,1,PIT,NL,114,327,60,106,25,13,9,72,5,7,47,21,,0,12,, +barrebi02,1923,1,CHA,AL,44,162,17,44,7,2,2,23,12,3,9,24,,0,5,, +barrebo01,1923,1,CHN,NL,3,3,0,1,0,0,0,0,0,0,0,0,,0,0,, +bassljo01,1923,1,DET,AL,135,383,45,114,12,3,0,49,2,2,76,13,,0,18,, +batchjo01,1923,1,BSN,NL,4,1,0,0,0,0,0,0,0,0,1,0,,0,0,, +baynebi01,1923,1,SLA,AL,19,13,1,3,0,0,0,0,0,0,0,1,,0,2,, +bedgoph01,1923,1,CLE,AL,9,4,0,1,1,0,0,0,0,0,0,1,,0,0,, +behanpe01,1923,1,PHI,NL,34,43,4,8,1,0,0,2,1,0,0,7,,0,4,, +bellle01,1923,1,SLN,NL,15,51,5,19,2,1,0,9,1,0,9,7,,0,0,, +bengobe01,1923,1,NYA,AL,19,53,1,7,2,0,0,3,0,0,4,2,,0,1,, +bennehe01,1923,1,SLA,AL,5,4,0,0,0,0,0,0,0,0,1,1,,0,0,, +bennejo01,1923,1,PHI,NL,1,0,0,0,0,0,0,0,0,0,0,0,,0,0,, +bentlja01,1923,1,NY1,NL,52,89,9,38,6,2,1,14,0,0,3,4,,0,2,, +bentola01,1923,1,BSN,NL,35,31,4,5,0,0,0,0,0,0,4,13,,0,4,, +bentoru01,1923,1,CIN,NL,33,80,5,23,3,0,0,4,0,0,1,12,,1,3,, +bergmo01,1923,1,BRO,NL,49,129,9,24,3,2,0,6,1,0,2,5,,0,7,, +bettshu01,1923,1,PHI,NL,20,31,0,3,0,0,0,0,0,0,0,7,,0,1,, +bigbeca01,1923,1,PIT,NL,123,499,79,149,18,7,0,54,10,9,43,15,,1,12,, +billijo01,1923,1,SLA,AL,4,9,0,0,0,0,0,0,0,0,0,2,,0,0,, +bishoji01,1923,1,PHI,NL,15,10,0,0,0,0,0,0,0,0,0,4,,0,0,, +blackda01,1923,1,BOS,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bladera01,1923,1,SLN,NL,98,317,48,78,21,5,5,44,4,2,37,46,,9,3,, +blankho01,1923,1,CHA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +blankte01,1923,1,CHA,AL,44,76,8,16,0,2,3,8,0,0,0,13,,0,2,, +blethcl01,1923,1,BOS,AL,5,6,0,0,0,0,0,0,0,0,0,0,,0,0,, +bluegos01,1923,1,WS1,AL,109,379,48,93,15,7,2,42,5,3,48,53,,8,21,, +bluelu01,1923,1,DET,AL,129,504,100,143,27,7,1,46,10,11,96,40,,4,10,, +blumecl01,1923,1,NY1,NL,12,5,0,0,0,0,0,0,0,0,1,0,,0,0,, +boeckto01,1923,1,BSN,NL,148,568,72,169,32,4,7,79,11,8,51,31,,2,12,, +boehlge01,1923,1,PIT,NL,10,10,3,3,1,0,0,1,0,0,0,3,,0,0,, +bohnesa01,1923,1,CIN,NL,139,539,77,136,18,10,3,47,16,19,48,37,,2,19,, +booneda01,1923,1,CLE,AL,27,19,3,4,1,0,0,1,0,0,2,1,,0,0,, +booneik01,1923,1,BOS,AL,5,15,1,4,0,1,0,2,0,1,1,0,,0,0,, +bottoji01,1923,1,SLN,NL,134,523,79,194,34,14,8,94,4,6,45,44,,4,15,, +bressru01,1923,1,CIN,NL,54,119,25,33,3,1,0,18,3,1,20,4,,4,2,, +brillji01,1923,1,WS1,AL,12,2,0,0,0,0,0,0,0,0,0,1,,0,0,, +browefr01,1923,1,CLE,AL,126,397,77,113,25,8,16,66,6,5,62,32,,8,9,, +bruggfr01,1923,1,PHA,AL,54,105,4,22,3,0,1,6,1,1,4,9,,1,1,, +burkele01,1923,1,DET,AL,7,10,2,1,0,0,0,2,0,0,0,1,,0,0,, +burnsde01,1923,1,PHA,AL,4,9,0,1,0,0,0,0,0,0,0,8,,0,0,, +burnsge01,1923,1,CIN,NL,154,614,99,168,27,13,3,45,12,14,101,46,,0,9,, +burnsge02,1923,1,BOS,AL,146,551,91,181,47,5,7,82,9,7,45,33,,7,12,, +bushdo01,1923,1,WS1,AL,10,22,6,9,0,0,0,0,1,1,0,1,,0,5,, +bushgu01,1923,1,CHN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bushjo01,1923,1,NYA,AL,38,113,12,31,5,3,2,19,0,0,3,8,,0,0,, +cadorle01,1923,1,BRO,NL,9,13,0,1,0,0,0,1,0,0,0,5,,0,0,, +cadorle01,1923,2,CHA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +callama01,1923,1,CHN,NL,61,129,18,29,1,3,0,14,2,5,8,18,,1,0,, +careyma01,1923,1,PIT,NL,153,610,120,188,32,19,6,63,51,8,73,28,,7,9,, +carisfr01,1923,1,DET,AL,2,0,0,0,0,0,0,0,0,0,0,0,,0,0,, +carlsha01,1923,1,PIT,NL,4,5,0,0,0,0,0,0,0,0,1,1,,0,0,, +castnpa01,1923,1,CHA,AL,6,3,0,0,0,0,0,1,0,0,0,0,,0,2,, +cavenik01,1923,1,CIN,NL,138,488,58,135,21,9,4,63,5,4,26,41,,1,21,, +cheevvi01,1923,1,CHN,NL,19,23,1,4,1,0,0,1,0,0,0,6,,0,0,, +clarkru01,1923,1,DET,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clarksu01,1923,1,CLE,AL,1,3,0,0,0,0,0,0,0,0,0,0,,0,0,, +clemove01,1923,1,SLN,NL,57,130,6,37,9,1,0,13,0,0,10,11,,2,0,, +cobbty01,1923,1,DET,AL,145,556,103,189,40,7,6,88,9,10,66,14,,3,22,, +colebe01,1923,1,DET,AL,58,55,7,14,1,1,1,6,1,0,0,12,,1,1,, +collied01,1923,1,CHA,AL,145,505,89,182,22,5,5,67,48,29,84,8,,4,39,, +collipa01,1923,1,SLA,AL,85,181,9,32,8,0,3,30,0,0,15,45,,0,8,, +colliph01,1923,1,CHN,NL,1,2,0,0,0,0,0,0,0,0,0,1,,0,0,, +colliri01,1923,1,DET,AL,17,27,1,3,1,0,0,2,0,0,2,9,,0,2,, +collish01,1923,1,BOS,AL,97,342,41,79,10,5,0,18,7,8,11,29,,5,9,, +conlojo01,1923,1,BSN,NL,59,147,23,32,3,0,0,17,0,3,11,11,,6,7,, +connasa01,1923,1,CHA,AL,3,3,1,1,0,0,0,0,0,0,0,1,,0,1,, +connojo05,1923,1,CLE,AL,52,109,25,33,10,1,3,25,1,2,13,7,,0,7,, +conrobi01,1923,1,WS1,AL,18,60,6,8,2,2,0,2,0,0,4,9,,0,3,, +coonejo01,1923,1,BSN,NL,42,66,7,25,1,0,0,3,0,1,4,2,,0,3,, +coopewi01,1923,1,PIT,NL,39,107,9,28,3,1,0,10,2,2,5,8,,0,3,, +cortaje01,1923,1,CHA,AL,1,1,0,0,0,0,0,0,0,0,0,0,,0,0,, +couchjo01,1923,1,CIN,NL,19,23,2,4,0,0,0,2,0,0,1,8,,0,1,, +couchjo01,1923,2,PHI,NL,12,24,1,6,1,0,0,1,0,1,0,8,,1,0,, +couside01,1923,1,BSN,NL,1,2,1,2,0,0,0,2,0,0,0,0,,0,0,, +covelst01,1923,1,CLE,AL,33,79,9,7,0,0,0,6,0,0,1,25,,2,9,, +crousbu01,1923,1,CHA,AL,23,70,6,18,2,1,1,7,0,0,3,4,,1,1,, +cruiswa01,1923,1,BSN,NL,21,38,4,8,2,0,0,0,1,0,3,2,,0,2,, +cunnibi02,1923,1,NY1,NL,79,203,22,55,7,1,5,27,5,2,10,9,,0,8,, +cutshge01,1923,1,DET,AL,45,143,15,32,1,2,0,13,2,1,9,5,,2,18,, +cuyleki01,1923,1,PIT,NL,11,40,4,10,1,1,0,2,2,3,5,3,,1,0,, +cvengmi01,1923,1,CHA,AL,41,74,4,15,0,0,0,4,0,0,4,12,,0,4,, +danfoda01,1923,1,SLA,AL,38,71,5,15,5,1,0,11,0,0,9,7,,1,8,, +daubeja01,1923,1,CIN,NL,125,500,63,146,27,10,2,54,11,12,40,20,,4,12,, +daussho01,1923,1,DET,AL,50,104,10,24,5,0,0,13,0,1,17,27,,0,6,, +davenlu01,1923,1,CHA,AL,2,1,0,1,0,0,0,0,0,0,0,0,,0,1,, +davisdi01,1923,1,SLA,AL,19,40,3,10,1,0,0,2,0,0,1,3,,0,1,, +deberha01,1923,1,BRO,NL,78,235,21,67,11,6,1,48,2,1,20,12,,2,3,, +decatar01,1923,1,BRO,NL,36,21,0,0,0,0,0,0,0,0,0,10,,0,1,, +denneto01,1923,1,PHI,NL,9,24,4,7,2,0,0,2,0,0,1,3,,0,0,, +devoral01,1923,1,BOS,AL,74,209,20,54,7,3,0,18,3,0,6,21,,1,6,, +dickele01,1923,1,BRO,NL,35,52,6,13,0,0,2,9,0,0,3,16,,0,4,, +doakbi01,1923,1,SLN,NL,30,67,0,3,0,0,0,2,0,0,1,27,,0,3,, +donahjo01,1923,1,BOS,AL,10,36,5,10,4,0,0,1,0,1,4,5,,0,2,, +donohpe01,1923,1,CIN,NL,42,96,5,24,3,1,1,11,0,2,2,11,,0,4,, +dormach01,1923,1,CHA,AL,1,2,0,1,0,0,0,0,0,0,0,0,,0,0,, +douthta01,1923,1,SLN,NL,9,27,3,5,0,2,0,0,1,0,0,4,,0,0,, +drakelo01,1923,1,CLE,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +duganjo01,1923,1,NYA,AL,146,644,111,182,30,7,7,67,4,2,25,41,,2,13,, +dumovni01,1923,1,CHN,NL,28,29,4,7,0,1,0,0,0,0,2,3,,1,0,, +duncapa01,1923,1,CIN,NL,147,566,92,185,26,8,7,83,15,13,30,27,,2,28,, +durstce01,1923,1,SLA,AL,45,85,12,18,2,0,5,11,0,0,8,14,,0,2,, +dyered01,1923,1,SLN,NL,35,45,17,12,3,0,2,5,1,0,3,5,,0,0,, +dykesji01,1923,1,PHA,AL,124,416,50,105,28,1,4,43,6,4,35,40,,5,16,, +edmonge01,1923,1,CLE,AL,1,1,0,0,0,0,0,0,0,0,0,0,,0,0,, +edwarji01,1923,1,CLE,AL,38,59,4,7,0,0,0,2,0,0,0,12,,1,2,, +ehmkeho01,1923,1,BOS,AL,43,112,4,25,3,0,0,7,0,0,2,11,,0,6,, +ellerfr01,1923,1,SLA,AL,18,49,6,9,0,0,0,1,0,1,1,5,,0,0,, +ellioal01,1923,1,CHN,NL,53,168,21,42,8,2,2,29,3,3,2,12,,2,9,, +ellioju01,1923,1,SLA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +elshro01,1923,1,CHA,AL,81,209,28,52,7,2,0,24,16,8,16,23,,1,5,, +embresl01,1923,1,CHA,AL,1,0,1,0,0,0,0,0,0,0,1,0,,0,0,, +emmerbo01,1923,1,BSN,NL,13,24,3,2,0,0,0,0,1,1,2,3,,0,1,, +ensje01,1923,1,PIT,NL,12,29,3,8,1,1,0,5,2,0,0,3,,0,0,, +evansjo01,1923,1,WS1,AL,106,372,42,98,15,3,0,38,6,4,27,18,,0,21,, +ezzelho01,1923,1,SLA,AL,88,279,31,68,6,0,0,14,4,3,15,20,,2,12,, +faberre01,1923,1,CHA,AL,33,69,7,15,3,0,1,5,1,0,10,28,,0,8,, +falkbi01,1923,1,CHA,AL,87,274,44,84,18,6,5,38,5,5,25,12,,1,16,, +felixgu01,1923,1,BSN,NL,139,506,64,138,17,2,6,44,8,13,51,65,,7,9,, +fergual01,1923,1,BOS,AL,34,62,0,6,1,0,0,2,0,1,2,24,,1,6,, +fewstch01,1923,1,BOS,AL,90,284,32,67,10,1,0,15,7,14,39,35,,3,5,, +fillida01,1923,1,BSN,NL,36,31,1,7,1,0,0,5,0,0,2,8,,1,1,, +fishesh01,1923,1,WS1,AL,13,23,4,6,2,0,0,2,0,0,4,3,,0,0,, +flackma01,1923,1,SLN,NL,128,505,82,147,16,9,3,28,7,8,41,16,,3,13,, +flagsir01,1923,1,DET,AL,1,1,0,0,0,0,0,0,0,0,0,0,,0,0,, +flagsir01,1923,2,BOS,AL,109,382,55,119,23,4,8,53,7,10,37,26,,5,10,, +floweja01,1923,1,SLN,NL,13,32,0,3,1,0,0,2,1,2,2,7,,0,1,, +fonsele01,1923,1,CIN,NL,65,237,33,66,11,4,3,28,4,0,9,16,,2,7,, +fordho01,1923,1,BSN,NL,111,380,27,103,16,7,2,50,1,1,31,30,,0,14,, +fosteed02,1923,1,SLA,AL,27,100,9,18,2,0,0,4,0,0,7,7,,1,7,, +fothebo01,1923,1,DET,AL,101,241,34,76,18,2,1,49,5,4,12,19,,4,11,, +fournja01,1923,1,BRO,NL,133,515,91,181,30,13,22,102,11,4,43,28,,9,11,, +fowlebo01,1923,1,CIN,NL,11,33,9,11,0,1,1,6,1,0,1,3,,0,0,, +francra01,1923,1,DET,AL,37,21,5,3,0,0,0,1,0,0,0,6,,0,0,, +freigho01,1923,1,SLN,NL,113,358,30,94,18,1,1,35,5,4,25,36,,2,7,, +frencra01,1923,1,BRO,NL,43,73,14,16,2,1,0,7,0,0,4,7,,1,4,, +frencwa01,1923,1,PHA,AL,16,39,7,9,3,0,0,2,0,1,5,7,,0,0,, +fribebe01,1923,1,CHN,NL,146,547,91,174,27,11,12,88,13,19,45,49,,2,23,, +fridask01,1923,1,WS1,AL,7,9,1,2,0,0,0,0,0,0,0,1,,1,0,, +friscfr01,1923,1,NY1,NL,151,641,116,223,32,10,12,111,29,12,46,12,,4,11,, +fryjo01,1923,1,CLE,AL,1,1,0,1,0,0,0,0,0,0,0,0,,1,0,, +fullecu01,1923,1,BOS,AL,37,37,2,11,0,0,0,3,0,0,3,10,,0,1,, +fullefr01,1923,1,BOS,AL,6,21,3,5,0,0,0,0,1,1,1,1,,0,0,, +fussefr01,1923,1,CHN,NL,28,20,2,4,1,0,0,0,0,0,1,7,,0,0,, +gallaja01,1923,1,CLE,AL,1,1,0,1,0,0,0,0,0,0,0,0,,0,0,, +galloch01,1923,1,PHA,AL,134,504,64,140,18,9,2,62,12,10,37,30,,0,15,, +gardiar01,1923,1,PHI,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gardnla01,1923,1,CLE,AL,52,79,4,20,5,1,0,12,0,1,12,7,,0,2,, +gastoal01,1923,1,NY1,NL,22,39,3,8,2,0,1,5,0,0,0,6,,1,0,, +gazelmi01,1923,1,NYA,AL,8,13,2,1,0,0,0,1,0,0,2,3,,0,0,, +gearidi01,1923,1,NY1,NL,6,7,0,2,0,0,0,0,0,0,0,0,,0,0,, +gehrilo01,1923,1,NYA,AL,13,26,6,11,4,1,1,9,0,0,2,5,,0,1,, +genewjo01,1923,1,BSN,NL,43,77,7,19,4,0,0,6,0,0,3,8,,0,1,, +gerbewa01,1923,1,SLA,AL,154,605,85,170,26,3,1,62,4,6,54,50,,2,28,, +gharrpa01,1923,1,WS1,AL,93,251,26,52,9,4,3,33,6,2,22,27,,2,6,, +gibsofr01,1923,1,BSN,NL,41,50,13,15,1,0,0,5,0,2,7,7,,0,0,, +gillecl01,1923,1,CHA,AL,5,6,0,0,0,0,0,0,0,0,0,0,,0,1,, +gillha01,1923,1,CIN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +glaznwh01,1923,1,PIT,NL,7,12,2,4,1,0,1,3,0,0,0,2,,0,0,, +glaznwh01,1923,2,PHI,NL,28,53,4,9,2,2,0,3,0,1,5,18,,0,1,, +goochjo01,1923,1,PIT,NL,66,202,16,56,10,2,1,20,2,1,17,13,,1,0,, +gosligo01,1923,1,WS1,AL,150,600,86,180,29,18,9,99,7,2,40,53,,3,13,, +gowdyha01,1923,1,BSN,NL,23,48,5,6,1,1,0,5,1,1,15,5,,2,1,, +gowdyha01,1923,2,NY1,NL,53,122,13,40,6,3,1,18,2,0,21,9,,0,4,, +graharo01,1923,1,CHA,AL,36,82,3,16,2,0,0,6,0,0,9,6,,2,4,, +grantge01,1923,1,CHN,NL,152,570,81,160,36,8,8,70,43,28,71,92,,0,24,, +grantge02,1923,1,SLA,AL,4,2,0,0,0,0,0,0,0,0,0,1,,0,0,, +grantji01,1923,1,PHI,NL,2,1,0,0,0,0,0,0,0,0,0,0,,0,0,, +griffbe01,1923,1,BRO,NL,79,248,23,73,8,4,2,37,1,2,13,16,,1,6,, +griffto01,1923,1,BRO,NL,131,481,70,141,21,9,8,66,8,2,50,19,,1,14,, +grigsde01,1923,1,CHN,NL,24,72,8,21,5,2,0,5,1,3,7,5,,1,3,, +grimebu01,1923,1,BRO,NL,40,126,15,30,3,1,0,15,0,0,7,15,,1,7,, +grimera01,1923,1,CHN,NL,64,216,32,71,7,2,2,36,5,0,24,17,,2,3,, +grimmch01,1923,1,PIT,NL,152,563,78,194,29,13,7,99,6,9,41,43,,0,10,, +grohhe01,1923,1,NY1,NL,123,465,91,135,22,5,4,48,3,4,60,22,,6,9,, +guistlo01,1923,1,CLE,AL,40,144,17,26,5,0,0,18,1,1,15,15,,1,4,, +gulleto01,1923,1,CLE,AL,2,3,1,1,1,0,0,0,0,0,0,0,,0,0,, +hainehi01,1923,1,NYA,AL,28,25,9,4,2,0,0,3,3,1,4,5,,0,1,, +haineje01,1923,1,SLN,NL,37,99,8,20,1,0,0,8,0,0,1,20,,0,4,, +halesa01,1923,1,PHA,AL,115,434,68,125,22,8,3,51,8,3,17,31,,8,14,, +hamilea01,1923,1,PIT,NL,28,52,0,9,1,0,0,4,1,0,2,9,,0,1,, +haneyfr01,1923,1,DET,AL,142,503,85,142,13,4,4,67,13,5,45,23,,5,27,, +happejo01,1923,1,CHA,AL,32,86,7,19,5,0,0,10,0,0,3,13,,1,6,, +hargrbu01,1923,1,CIN,NL,118,378,54,126,23,9,10,78,4,5,44,22,,12,10,, +hargrch01,1923,1,BRO,NL,20,57,5,16,0,0,0,4,0,0,1,2,,0,1,, +hargrpi01,1923,1,WS1,AL,33,59,4,17,2,0,0,8,0,0,2,6,,0,1,, +harpege02,1923,1,CIN,NL,61,125,14,32,4,2,3,16,0,2,11,9,,0,3,, +harpeha01,1923,1,BRO,NL,1,1,0,0,0,0,0,0,0,0,0,1,,0,0,, +harribi01,1923,1,CIN,NL,22,17,0,6,0,0,0,2,0,0,1,1,,0,1,, +harribu01,1923,1,WS1,AL,145,532,60,150,21,13,2,70,23,16,50,29,,13,25,, +harrijo03,1923,1,BOS,AL,142,483,82,162,28,11,13,76,7,3,52,27,,5,13,, +harrisl01,1923,1,PHA,AL,46,61,2,4,0,0,0,0,0,0,0,18,,0,5,, +hartnga01,1923,1,CHN,NL,85,231,28,62,12,2,8,39,4,0,25,22,,3,4,, +hastybo01,1923,1,PHA,AL,44,88,5,17,2,1,0,12,0,0,1,18,,0,6,, +hausejo01,1923,1,PHA,AL,146,534,93,165,21,9,17,94,6,6,69,52,,12,16,, +headra01,1923,1,PHI,NL,35,42,2,3,0,0,0,0,0,0,1,12,,0,0,, +heathcl01,1923,1,CHN,NL,117,393,48,98,14,3,1,27,32,17,25,22,,2,11,, +heilmha01,1923,1,DET,AL,144,524,121,211,44,11,18,115,9,7,74,40,,5,23,, +heimafr01,1923,1,PHA,AL,63,118,14,30,4,1,1,11,0,0,4,18,,0,5,, +hendrha01,1923,1,NYA,AL,37,66,9,18,3,1,3,12,3,0,2,8,,0,1,, +henlibu01,1923,1,PHI,NL,111,330,45,107,14,3,7,46,7,5,37,33,,9,5,, +henrydu01,1923,1,BRO,NL,17,35,3,8,3,0,0,1,0,0,1,6,,0,0,, +henrysn01,1923,1,BSN,NL,11,9,1,1,0,0,0,2,0,0,1,1,,0,0,, +hermaal01,1923,1,BSN,NL,31,93,2,22,4,0,0,11,3,2,0,7,,0,3,, +highan01,1923,1,BRO,NL,123,426,51,115,23,9,3,37,4,1,47,13,,1,15,, +hocked01,1923,1,CIN,NL,2,0,0,0,0,0,0,0,0,0,0,0,,0,0,, +hofmafr01,1923,1,NYA,AL,72,238,24,69,10,4,3,26,2,1,18,27,,4,3,, +hoganke01,1923,1,CLE,AL,1,0,0,0,0,0,0,0,0,0,0,0,,0,0,, +holkewa01,1923,1,PHI,NL,147,562,64,175,31,4,7,70,7,9,16,37,,0,19,, +hollibo01,1923,1,WS1,AL,17,22,3,2,1,0,0,2,0,0,3,11,,0,0,, +holloch01,1923,1,CHN,NL,66,260,46,89,14,2,1,28,9,10,26,5,,4,9,, +holloke01,1923,1,DET,AL,42,65,4,8,1,0,0,3,0,0,1,11,,0,3,, +hoopeha01,1923,1,CHA,AL,145,576,87,166,32,4,10,65,18,18,68,22,,7,14,, +hornsro01,1923,1,SLN,NL,107,424,89,163,32,10,17,83,3,7,55,29,,3,5,, +howele01,1923,1,BOS,AL,12,6,0,0,0,0,0,0,0,0,0,2,,0,0,, +hoytwa01,1923,1,NYA,AL,37,84,7,16,0,1,0,4,0,0,3,15,,0,6,, +hubbebi01,1923,1,PHI,NL,23,17,1,4,1,0,0,4,0,0,1,1,,0,2,, +hudgeji01,1923,1,SLN,NL,6,12,2,3,1,0,0,0,0,0,3,3,,0,0,, +hulveha01,1923,1,PHA,AL,1,2,0,1,0,0,0,0,0,0,0,1,,0,0,, +hunglbe01,1923,1,BRO,NL,2,4,0,0,0,0,0,0,0,1,0,2,,0,0,, +huntzwa01,1923,1,NY1,NL,2,2,0,0,0,0,0,1,0,0,0,0,,0,0,, +jackstr01,1923,1,NY1,NL,96,327,45,90,12,7,4,37,3,3,22,40,,0,2,, +jacobba01,1923,1,SLA,AL,147,592,76,183,29,6,8,81,6,6,29,27,,2,20,, +jamiech01,1923,1,CLE,AL,152,644,130,222,36,12,2,51,18,14,80,37,,6,12,, +johnser01,1923,1,CHA,AL,12,53,5,10,2,0,0,1,2,1,3,5,,1,1,, +johnser01,1923,2,NYA,AL,19,38,6,17,1,1,1,8,0,0,1,1,,0,1,, +johnsfr01,1923,1,NY1,NL,3,6,0,0,0,0,0,0,0,0,0,4,,0,0,, +johnsji01,1923,1,BRO,NL,151,625,111,203,29,11,4,60,16,13,53,15,,0,15,, +johnssy01,1923,1,DET,AL,37,62,6,10,1,2,1,5,0,0,1,19,,1,2,, +johnswa01,1923,1,WS1,AL,42,93,11,18,3,3,0,13,0,0,4,15,,0,6,, +jonesbo01,1923,1,DET,AL,100,372,51,93,15,4,1,40,7,6,29,13,,1,29,, +jonesbr01,1923,1,PHI,NL,3,2,1,1,0,0,0,0,0,0,0,0,,0,0,, +jonesjo02,1923,1,PHA,AL,1,4,0,1,0,0,0,1,0,0,0,1,,0,0,, +jonessa01,1923,1,NYA,AL,39,85,13,19,3,0,0,6,0,0,10,28,,0,3,, +jonnacl01,1923,1,NY1,NL,45,26,1,1,0,0,0,0,0,0,2,16,,0,1,, +judgejo01,1923,1,WS1,AL,113,405,56,127,24,6,2,63,11,7,58,20,,5,18,, +kammwi01,1923,1,CHA,AL,149,544,57,159,39,9,6,87,18,13,62,82,,1,19,, +kaufmto01,1923,1,CHN,NL,33,74,10,16,2,0,2,10,0,0,7,17,,0,2,, +keckca01,1923,1,CIN,NL,35,17,0,1,1,0,0,0,0,0,2,11,,0,1,, +keenvi01,1923,1,CHN,NL,35,53,9,8,2,0,0,2,0,0,1,16,,0,8,, +kelleal01,1923,1,PHA,AL,5,3,1,1,0,0,0,1,0,0,0,1,,0,0,, +kellejo02,1923,1,CHN,NL,66,193,27,59,10,0,6,21,2,4,14,9,,0,6,, +kellyge01,1923,1,NY1,NL,145,560,82,172,23,5,16,103,14,7,47,64,,1,9,, +kellyre02,1923,1,PHA,AL,1,3,0,0,0,0,0,0,0,0,0,2,,0,0,, +kerrjo01,1923,1,DET,AL,19,42,4,9,1,0,0,1,0,0,4,5,,0,2,, +kimmiwa01,1923,1,CIN,NL,29,80,11,18,2,1,0,6,3,0,5,15,,0,3,, +kinnewa01,1923,1,PHA,AL,5,6,1,1,0,0,1,1,0,0,0,1,,0,0,, +knodera01,1923,1,CLE,AL,22,38,7,11,0,0,2,4,1,0,2,4,,0,5,, +kolpra01,1923,1,SLA,AL,34,54,1,6,1,0,0,2,0,0,4,8,,0,5,, +kopfla01,1923,1,BSN,NL,39,138,15,38,3,1,0,10,0,3,13,6,,0,6,, +kopshge01,1923,1,SLN,NL,2,5,1,1,1,0,0,0,0,0,0,1,,0,0,, +kunzea01,1923,1,PIT,NL,21,12,0,1,0,0,0,0,0,0,0,3,,0,0,, +lapanpe01,1923,1,WS1,AL,2,2,0,0,0,0,0,0,0,0,0,0,,0,0,, +lavando01,1923,1,SLN,NL,50,111,10,22,6,0,1,12,0,3,9,7,,1,7,, +leachfr01,1923,1,PHI,NL,52,104,5,27,4,0,1,16,1,2,3,14,,0,1,, +leecl01,1923,1,PHI,NL,107,355,54,114,20,4,11,47,3,3,20,39,,0,7,, +leibone01,1923,1,BOS,AL,12,18,1,2,0,0,0,0,0,1,1,2,,0,0,, +leibone01,1923,2,WS1,AL,95,315,68,96,13,4,1,22,7,6,53,16,,2,9,, +leverdi01,1923,1,CHA,AL,38,60,8,16,1,1,0,3,0,0,9,18,,0,6,, +levsedu01,1923,1,CLE,AL,3,1,0,0,0,0,0,0,0,0,0,0,,0,0,, +lordca01,1923,1,PHI,NL,17,47,3,11,2,0,0,2,0,1,2,3,,0,1,, +lucasre01,1923,1,NY1,NL,3,2,0,0,0,0,0,0,0,0,0,1,,0,0,, +lucefr01,1923,1,PIT,NL,9,12,2,6,0,0,0,3,2,1,2,2,,0,0,, +luquedo01,1923,1,CIN,NL,43,104,8,21,2,1,1,9,1,2,8,12,,0,10,, +lutzkru01,1923,1,CLE,AL,143,511,71,131,20,6,3,65,9,6,59,57,,4,22,, +lyonste01,1923,1,CHA,AL,9,5,0,1,0,0,0,1,0,0,1,3,,0,0,, +mackfr01,1923,1,CHA,AL,11,6,0,0,0,0,0,0,0,0,0,4,,0,0,, +maguifr01,1923,1,NY1,NL,41,30,11,6,1,0,0,2,1,0,2,4,,0,2,, +mamaual01,1923,1,BRO,NL,5,2,0,1,0,0,0,0,0,0,0,0,,0,0,, +maniocl01,1923,1,DET,AL,23,22,0,3,0,0,0,2,0,0,2,2,,0,0,, +mannle01,1923,1,SLN,NL,38,89,20,33,5,2,5,11,0,0,9,5,,1,0,, +mannle01,1923,2,CIN,NL,8,1,1,0,0,0,0,0,0,0,0,0,,0,0,, +manushe01,1923,1,DET,AL,109,308,59,103,20,5,4,54,3,5,20,21,,17,13,, +maranra01,1923,1,PIT,NL,141,581,78,161,19,9,1,41,14,11,42,34,,1,9,, +marbefi01,1923,1,WS1,AL,11,14,2,2,0,0,0,0,0,0,0,3,,1,1,, +marquru01,1923,1,BSN,NL,38,86,4,12,0,0,0,3,0,0,0,17,,0,5,, +matthwi02,1923,1,PHA,AL,129,485,52,133,11,6,1,25,16,16,50,27,,1,6,, +mattoji01,1923,1,PIT,NL,22,32,4,6,1,1,0,1,0,0,0,5,,2,0,, +maysca01,1923,1,NYA,AL,23,27,2,4,0,1,1,3,0,0,3,4,,0,1,, +mccarbi03,1923,1,BRO,NL,69,216,28,53,10,1,3,27,0,1,22,39,,4,6,, +mccleha01,1923,1,CHA,AL,141,550,67,129,29,3,1,41,14,11,27,44,,0,36,, +mccurha01,1923,1,SLN,NL,67,185,17,49,11,2,0,15,3,1,11,11,,0,4,, +mcgowbe01,1923,1,PHA,AL,95,287,41,73,9,1,1,19,4,3,36,25,,1,6,, +mcgresl01,1923,1,WS1,AL,3,1,0,0,0,0,0,0,0,0,0,0,,0,0,, +mcinnst01,1923,1,BSN,NL,154,607,70,191,23,9,2,95,7,8,26,12,,0,37,, +mcmanma01,1923,1,SLA,AL,154,582,86,180,35,10,15,94,14,10,49,50,,4,23,, +mcmilno01,1923,1,BOS,AL,131,459,37,116,24,5,0,42,13,5,28,44,,2,10,, +mcnalmi01,1923,1,NYA,AL,30,38,5,8,0,0,0,1,2,0,3,4,,0,3,, +mcnamti01,1923,1,BSN,NL,32,39,7,7,1,0,0,1,0,0,6,17,,1,0,, +mcquahe01,1923,1,CIN,NL,12,7,0,0,0,0,0,0,0,0,0,3,,0,0,, +mcquihu01,1923,1,NY1,NL,41,82,9,14,2,0,0,5,1,0,3,19,,1,3,, +meadole01,1923,1,PHI,NL,8,10,1,4,1,0,1,6,0,1,0,2,,0,0,, +meadole01,1923,2,PIT,NL,31,88,10,22,3,3,0,11,0,0,2,17,,0,3,, +meekero01,1923,1,PHA,AL,5,9,1,1,0,0,0,1,0,0,1,5,,0,0,, +menosmi01,1923,1,BOS,AL,84,188,22,43,8,4,0,25,3,6,22,19,,0,7,, +metivde01,1923,1,CLE,AL,26,20,3,3,0,0,0,1,0,0,3,5,,0,0,, +metzle01,1923,1,PHI,NL,12,37,4,8,0,0,0,3,0,0,4,3,,1,1,, +meusebo01,1923,1,NYA,AL,132,460,59,144,29,10,9,91,13,15,31,52,,2,10,, +meuseir01,1923,1,NY1,NL,146,595,102,177,22,14,19,125,8,8,38,16,,1,15,, +millebi02,1923,1,PHA,AL,123,458,68,137,25,4,12,64,9,3,27,34,,4,16,, +millefr02,1923,1,BSN,NL,8,7,2,1,0,0,0,0,0,0,1,0,,0,1,, +milleha01,1923,1,CHN,NL,135,485,74,146,24,2,20,88,6,5,27,39,,4,8,, +millere01,1923,1,PHI,NL,1,1,0,0,0,0,0,0,0,0,0,1,,0,0,, +mitchcl01,1923,1,PHI,NL,53,78,10,21,3,2,1,9,0,0,4,11,,0,0,, +mitchjo01,1923,1,BOS,AL,92,347,40,78,15,4,0,19,7,11,34,18,,1,3,, +mitchmo01,1923,1,WS1,AL,10,12,1,3,0,0,0,1,0,0,2,4,,0,0,, +mizeubi01,1923,1,SLA,AL,1,1,0,0,0,0,0,0,0,0,0,0,,0,0,, +mogrige01,1923,1,WS1,AL,33,75,4,17,1,1,0,4,1,0,3,18,,2,6,, +mokanjo01,1923,1,PHI,NL,113,400,76,125,23,3,10,48,6,11,53,31,,6,7,, +mooreed01,1923,1,PIT,NL,6,26,6,7,1,0,0,1,1,0,2,3,,0,1,, +moorero01,1923,1,DET,AL,4,5,1,0,0,0,0,0,0,0,1,3,,0,0,, +morrijo04,1923,1,PIT,NL,42,115,9,21,1,1,0,12,0,0,2,27,,1,6,, +mortogu01,1923,1,CLE,AL,33,44,4,7,1,0,0,2,0,0,1,8,,0,1,, +mostijo01,1923,1,CHA,AL,153,546,91,159,37,15,3,64,41,16,62,51,,12,21,, +muellhe01,1923,1,SLN,NL,78,265,39,91,16,9,5,41,4,3,18,16,,3,4,, +muellwa01,1923,1,PIT,NL,40,111,11,34,4,4,0,20,2,2,4,6,,1,2,, +mullebi01,1923,1,BRO,NL,4,11,1,3,0,0,0,0,0,0,0,0,,0,1,, +murrabo01,1923,1,WS1,AL,10,37,2,7,1,0,0,2,1,0,1,4,,0,3,, +murrage01,1923,1,BOS,AL,39,55,4,9,0,0,0,0,0,0,2,15,,0,6,, +murrato02,1923,1,CHN,NL,2,4,0,1,0,0,0,0,0,0,0,0,,1,0,, +myattgl01,1923,1,CLE,AL,92,220,36,63,7,6,3,40,0,2,16,18,,1,3,, +myershy01,1923,1,SLN,NL,96,330,29,99,18,2,2,48,5,3,12,19,,3,11,, +nayloro01,1923,1,PHA,AL,26,45,7,11,0,0,0,4,0,0,6,21,,0,0,, +nehfar01,1923,1,NY1,NL,34,63,5,12,2,0,0,8,0,0,6,2,,2,1,, +neisbe01,1923,1,BRO,NL,126,445,78,122,17,4,5,37,8,8,36,38,,1,9,, +niebech01,1923,1,SLN,NL,9,28,2,3,1,0,0,1,0,0,2,2,,0,1,, +nixonal01,1923,1,BSN,NL,88,321,53,88,12,4,0,19,2,3,24,14,,5,8,, +northlo01,1923,1,SLN,NL,34,22,3,4,0,0,0,1,0,0,1,5,,0,0,, +obriedi01,1923,1,PHI,NL,15,21,3,7,2,0,0,0,0,0,2,1,,0,0,, +oconnji01,1923,1,NY1,NL,87,252,42,63,9,2,6,39,7,3,34,32,,5,2,, +odoulle01,1923,1,BOS,AL,36,35,2,5,0,0,0,4,0,0,2,3,,0,2,, +oeschjo01,1923,1,BSN,NL,44,52,4,12,1,0,0,5,0,0,1,7,,0,2,, +ofarrbo01,1923,1,CHN,NL,131,452,73,144,25,4,12,84,10,3,67,38,,1,6,, +ogdencu01,1923,1,PHA,AL,19,17,0,5,1,0,0,2,0,0,0,2,,0,0,, +olsenol01,1923,1,DET,AL,17,8,0,1,0,0,0,1,0,0,0,2,,0,1,, +olsoniv01,1923,1,BRO,NL,82,292,33,76,11,1,1,35,5,0,14,10,,1,11,, +oneilha01,1923,1,PHA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +oneilji01,1923,1,WS1,AL,23,33,6,9,1,0,0,3,0,0,1,3,,0,0,, +oneilmi02,1923,1,BSN,NL,96,306,29,65,7,4,0,20,3,2,17,14,,2,3,, +oneilst01,1923,1,CLE,AL,113,330,31,82,12,0,0,50,0,4,64,34,,2,8,, +osborti01,1923,1,CHN,NL,37,60,3,12,2,0,0,3,0,0,0,19,,0,0,, +ozmerdo01,1923,1,PHA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +padgeer01,1923,1,BSN,NL,4,11,3,2,0,0,0,0,0,0,2,0,,0,0,, +parkedi01,1923,1,PHI,NL,4,5,0,1,0,0,0,1,0,0,0,1,,0,0,, +parkifr01,1923,1,PHI,NL,67,219,21,53,12,0,3,28,0,4,13,31,,1,3,, +peckiro01,1923,1,WS1,AL,154,568,73,150,18,4,2,62,10,8,64,30,,1,40,, +pennohe01,1923,1,NYA,AL,35,83,11,16,3,0,0,7,0,0,9,8,,0,8,, +perkicy01,1923,1,PHA,AL,143,500,53,135,34,5,2,65,1,3,65,30,,2,12,, +pertibi01,1923,1,SLN,NL,1,1,0,0,0,0,0,0,0,0,0,1,,0,0,, +pfeffje01,1923,1,SLN,NL,26,55,3,7,2,0,0,2,0,0,0,10,,0,1,, +picinva01,1923,1,BOS,AL,87,268,33,74,21,1,2,31,3,5,46,32,,2,11,, +picked01,1923,1,CIN,NL,9,8,2,3,0,0,0,2,0,0,3,3,,0,1,, +piercbi01,1923,1,BOS,AL,30,53,2,7,2,1,0,4,0,0,1,16,,0,8,, +pillehe01,1923,1,DET,AL,47,85,7,21,2,2,0,10,0,0,5,21,,2,2,, +pinelba01,1923,1,CIN,NL,117,423,44,117,14,5,0,51,10,14,27,29,,0,23,, +pipgrge01,1923,1,NYA,AL,8,9,0,0,0,0,0,0,0,0,1,4,,0,0,, +pippwa01,1923,1,NYA,AL,144,569,79,173,19,8,6,108,6,13,36,28,,6,23,, +pittipi01,1923,1,BOS,AL,60,177,15,38,5,0,0,15,3,1,5,10,,0,5,, +pottesq01,1923,1,WS1,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +powelra01,1923,1,BSN,NL,97,338,57,102,20,4,4,38,1,6,45,36,,1,11,, +prattde01,1923,1,DET,AL,101,297,43,92,18,3,0,40,6,1,25,9,,6,14,, +proctre01,1923,1,CHA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +propsja01,1923,1,WS1,AL,1,1,0,0,0,0,0,0,0,0,0,0,,0,0,, +prothdo01,1923,1,WS1,AL,6,8,2,2,0,1,0,3,0,0,1,3,,0,0,, +pruethu01,1923,1,SLA,AL,32,23,1,3,0,0,0,1,0,0,5,4,,0,4,, +quinnja01,1923,1,BOS,AL,42,80,4,18,3,1,0,6,0,0,2,20,,0,6,, +raganpa01,1923,1,PHI,NL,1,2,1,1,0,0,0,0,0,0,0,1,,0,0,, +rappgo01,1923,1,PHI,NL,47,179,27,47,5,0,1,10,1,1,14,14,,1,1,, +rawlijo01,1923,1,PIT,NL,119,461,53,131,18,4,1,45,9,0,25,29,,1,12,, +reichdi01,1923,1,BOS,AL,122,361,40,93,17,3,1,39,3,6,22,34,,8,7,, +riceha01,1923,1,SLA,AL,4,3,0,0,0,0,0,0,0,0,0,0,,0,0,, +ricesa01,1923,1,WS1,AL,148,595,117,188,35,18,3,75,20,8,57,12,,6,13,, +riconha01,1923,1,PHA,AL,55,175,23,46,11,4,0,12,4,2,12,18,,2,9,, +rigneto01,1923,1,DET,AL,129,470,63,148,24,11,1,74,7,5,55,35,,2,33,, +rileyji02,1923,1,WS1,AL,2,3,1,0,0,0,0,0,0,0,2,0,,0,0,, +ringji01,1923,1,PHI,NL,41,113,5,12,3,0,1,8,1,0,1,44,,1,9,, +rixeyep01,1923,1,CIN,NL,42,107,7,17,1,0,0,7,0,1,3,9,,1,9,, +roberch01,1923,1,CHA,AL,38,85,4,21,2,0,0,1,1,0,1,3,,0,8,, +roberge01,1923,1,SLA,AL,78,251,36,62,10,1,0,17,4,2,21,7,,2,18,, +roecl01,1923,1,WS1,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +roettos01,1923,1,NYA,AL,5,2,0,0,0,0,0,0,0,0,0,0,,0,0,, +rommeed01,1923,1,PHA,AL,56,101,13,24,3,2,0,6,0,0,3,10,,0,4,, +rootch01,1923,1,SLA,AL,27,13,1,1,0,0,0,0,0,0,1,5,,0,0,, +rosenlo01,1923,1,CHA,AL,3,4,0,1,0,0,0,0,0,1,0,1,,0,0,, +roushed01,1923,1,CIN,NL,138,527,88,185,41,18,6,88,10,15,46,16,,3,16,, +rowlach01,1923,1,PHA,AL,5,6,0,0,0,0,0,0,0,0,0,2,,0,0,, +rudoldi01,1923,1,BSN,NL,4,7,0,0,0,0,0,0,0,0,0,0,,0,0,, +ruelmu01,1923,1,WS1,AL,136,449,63,142,24,3,0,54,4,6,55,21,,3,21,, +ruethdu01,1923,1,BRO,NL,49,117,6,32,1,0,0,10,0,0,12,12,,0,2,, +russeal01,1923,1,WS1,AL,54,50,4,10,1,0,0,1,0,1,8,18,,1,7,, +russere01,1923,1,PIT,NL,94,291,49,84,18,7,9,58,3,1,20,21,,3,4,, +ruthba01,1923,1,NYA,AL,152,522,151,205,45,13,41,131,17,21,170,93,,4,3,, +ryanro01,1923,1,NY1,NL,45,53,3,11,2,0,0,4,0,0,2,11,,1,7,, +sanbegu01,1923,1,CIN,NL,7,17,1,3,1,0,0,1,0,0,1,1,,0,0,, +sandhe01,1923,1,PHI,NL,132,470,85,107,16,5,4,32,7,3,82,56,,4,12,, +schalra01,1923,1,CHA,AL,123,382,42,87,12,2,1,44,7,4,39,28,,4,17,, +schanwa01,1923,1,NYA,AL,84,272,39,75,8,2,2,29,5,2,27,17,,9,7,, +scheehe01,1923,1,PHA,AL,69,210,26,50,8,1,2,21,3,4,17,41,,2,16,, +schemfr01,1923,1,WS1,AL,2,2,0,2,0,0,0,2,0,0,1,0,,0,0,, +schlidu01,1923,1,BRO,NL,19,76,11,19,4,0,0,4,1,0,5,7,,0,3,, +schlidu01,1923,2,SLA,AL,127,444,50,122,19,6,4,52,3,2,39,60,,4,15,, +schmiwa01,1923,1,PIT,NL,97,335,39,83,7,2,0,37,10,5,22,12,,3,5,, +schneka01,1923,1,CIN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schrepa01,1923,1,BRO,NL,9,2,0,0,0,0,0,1,0,0,0,1,,0,0,, +schuljo03,1923,1,SLN,NL,2,7,0,2,0,0,0,1,0,0,1,0,,0,1,, +schuljo04,1923,1,SLA,AL,7,3,1,0,0,0,0,1,0,0,4,0,,0,0,, +scottev01,1923,1,NYA,AL,152,533,48,131,16,4,6,60,1,3,13,19,,2,20,, +scottja01,1923,1,NY1,NL,40,79,12,25,4,0,1,10,1,0,3,5,,1,2,, +sedgwdu01,1923,1,WS1,AL,5,5,0,0,0,0,0,0,0,0,0,1,,0,0,, +sellep01,1923,1,SLN,NL,5,7,0,0,0,0,0,0,0,0,0,3,,0,0,, +severha01,1923,1,SLA,AL,122,432,50,133,27,6,3,51,3,0,31,11,,1,16,, +seweljo01,1923,1,CLE,AL,153,553,98,195,41,10,3,109,9,6,98,12,,7,24,, +sewellu01,1923,1,CLE,AL,10,10,2,2,0,1,0,1,0,0,1,0,,0,0,, +shanewa01,1923,1,CLE,AL,3,4,1,1,0,0,0,0,0,0,1,1,,0,0,, +shankho01,1923,1,BOS,AL,131,464,38,118,19,5,3,57,6,6,19,37,,1,15,, +shautjo01,1923,1,CLE,AL,33,68,3,11,0,0,0,4,0,0,2,8,,0,1,, +shawkbo01,1923,1,NYA,AL,36,99,8,20,1,1,0,10,0,0,0,15,,0,3,, +sheelea01,1923,1,CHA,AL,156,570,74,169,25,3,4,88,5,5,79,30,,5,26,, +sherdbi01,1923,1,SLN,NL,45,83,13,28,2,0,1,9,0,1,7,8,,0,3,, +shinnra01,1923,1,NY1,NL,33,13,5,2,1,0,0,0,0,0,2,1,,0,0,, +shockur01,1923,1,SLA,AL,43,80,9,16,1,0,0,6,0,0,16,21,,0,12,, +shottbu01,1923,1,SLN,NL,1,0,1,0,0,0,0,0,0,0,0,0,,0,0,, +shrivha01,1923,1,BRO,NL,1,1,0,0,0,0,0,0,0,0,0,1,,0,0,, +simonsy01,1923,1,SLA,AL,1,1,0,0,0,0,0,0,0,0,0,0,,0,0,, +skinnca01,1923,1,BOS,AL,7,13,1,3,2,0,0,1,0,0,0,0,,0,0,, +smithbo02,1923,1,BSN,NL,115,375,30,94,16,3,0,40,4,9,17,35,,1,13,, +smithca01,1923,1,WS1,AL,5,9,0,1,1,0,0,1,0,0,0,0,,0,0,, +smithea02,1923,1,NY1,NL,24,34,2,7,1,1,1,4,0,0,4,1,,0,1,, +smithea02,1923,2,BSN,NL,72,191,22,55,15,1,3,19,0,1,22,10,,1,2,, +smithel02,1923,1,NYA,AL,70,183,30,56,6,2,7,35,3,1,21,21,,0,4,, +smithge02,1923,1,BRO,NL,25,26,3,5,0,0,0,2,0,0,0,12,,0,1,, +smithja03,1923,1,SLN,NL,124,407,98,126,16,6,5,41,32,11,27,20,,2,8,, +smithsh01,1923,1,CLE,AL,30,45,5,11,0,0,1,4,0,1,3,11,,0,2,, +snipero01,1923,1,CHA,AL,1,1,0,0,0,0,0,0,0,0,0,0,,0,0,, +snydefr01,1923,1,NY1,NL,120,402,37,103,13,6,5,63,5,3,24,29,,0,7,, +solommo01,1923,1,NY1,NL,2,8,0,3,1,0,0,1,0,0,0,1,,0,0,, +southbi01,1923,1,BSN,NL,153,611,95,195,29,16,6,78,14,16,61,23,,2,18,, +speaktr01,1923,1,CLE,AL,150,574,133,218,59,11,17,130,8,9,93,15,,4,22,, +statzji01,1923,1,CHN,NL,154,655,110,209,33,8,10,70,29,23,56,42,,3,8,, +staufed01,1923,1,CHN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +steinra01,1923,1,PIT,NL,15,15,2,7,1,0,0,2,0,0,1,4,,0,1,, +stengca01,1923,1,NY1,NL,75,218,39,74,11,5,5,43,6,2,20,18,,2,6,, +stephri01,1923,1,CLE,AL,91,301,48,96,20,6,5,65,5,5,15,25,,3,8,, +stewast01,1923,1,BRO,NL,4,11,3,4,1,0,1,1,0,0,1,1,,0,0,, +stimsca01,1923,1,BOS,AL,2,2,0,0,0,0,0,0,0,0,0,1,,0,0,, +stockmi01,1923,1,SLN,NL,151,603,63,174,33,3,2,96,9,6,40,21,,1,23,, +stonear01,1923,1,PIT,NL,9,1,0,0,0,0,0,0,0,0,0,0,,0,0,, +stoneti01,1923,1,SLN,NL,5,1,0,1,0,0,0,0,0,0,2,0,,0,0,, +strunam01,1923,1,CHA,AL,54,54,7,17,0,0,0,8,1,0,8,5,,0,3,, +stuarjo01,1923,1,SLN,NL,37,57,7,14,2,0,0,3,0,1,1,7,,0,0,, +stuelge01,1923,1,CHN,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sulliji02,1923,1,CLE,AL,3,1,0,0,0,0,0,0,0,0,0,1,,0,0,, +summaho01,1923,1,CLE,AL,137,525,92,172,27,6,3,69,9,13,33,20,,6,25,, +taylole01,1923,1,CHA,AL,1,0,0,0,0,0,0,0,0,0,0,0,,0,0,, +tayloza02,1923,1,BRO,NL,96,337,29,97,11,6,0,46,2,5,9,13,,3,4,, +terrybi01,1923,1,NY1,NL,3,7,1,1,0,0,0,0,0,0,2,2,,0,0,, +thurssl01,1923,1,SLA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thurssl01,1923,2,CHA,AL,45,79,10,25,5,1,0,4,0,0,2,6,,0,1,, +tiernco01,1923,1,PIT,NL,29,120,22,35,5,2,2,23,2,1,2,10,,1,4,, +tiernco01,1923,2,PHI,NL,121,480,68,152,31,1,11,65,3,4,24,42,,2,7,, +tobinja01,1923,1,SLA,AL,151,637,91,202,32,15,13,73,8,7,42,13,,4,13,, +toneyfr01,1923,1,SLN,NL,29,69,2,8,0,0,0,2,1,0,2,11,,0,3,, +toporsp01,1923,1,SLN,NL,97,303,45,77,11,3,3,35,4,3,41,14,,3,7,, +traynpi01,1923,1,PIT,NL,153,616,108,208,19,19,12,101,28,13,34,19,,5,6,, +turgepe01,1923,1,CHN,NL,3,6,1,1,0,0,0,0,0,0,0,0,,0,0,, +uhlege01,1923,1,CLE,AL,58,144,23,52,10,3,0,22,2,1,7,10,,0,5,, +vanceda01,1923,1,BRO,NL,37,83,5,7,0,1,1,1,0,0,14,28,,0,7,, +vangiel01,1923,1,SLA,AL,45,110,9,24,5,0,1,8,0,0,3,21,,0,1,, +veachbo01,1923,1,DET,AL,114,293,45,94,13,3,2,39,10,3,29,21,,3,14,, +vogelot01,1923,1,CHN,NL,41,81,10,17,0,1,1,6,2,3,7,11,,3,1,, +waderi01,1923,1,WS1,AL,33,69,8,16,2,2,2,14,0,0,5,10,,0,3,, +walberu01,1923,1,NY1,NL,2,1,0,0,0,0,0,0,0,0,0,0,,0,0,, +walberu01,1923,2,PHA,AL,26,41,1,13,2,1,0,3,0,0,1,18,,0,3,, +walkecu01,1923,1,PHI,NL,140,527,66,148,26,5,5,66,12,12,45,31,,0,8,, +walkesp01,1923,1,SLN,NL,2,7,1,2,0,0,0,0,0,0,0,1,,0,0,, +walketi01,1923,1,PHA,AL,52,109,12,30,5,2,2,16,1,2,14,11,,2,4,, +waltero01,1923,1,BOS,AL,40,104,9,26,4,0,0,5,0,2,2,6,,0,11,, +wambsbi01,1923,1,CLE,AL,101,345,59,100,20,4,1,59,10,9,43,15,,3,27,, +wardaa01,1923,1,NYA,AL,152,567,79,161,26,11,10,82,8,8,56,65,,3,14,, +warmocy01,1923,1,WS1,AL,21,36,3,8,2,1,0,0,0,0,3,10,,1,2,, +watsomu01,1923,1,BSN,NL,11,8,1,2,0,0,0,0,0,0,0,2,,0,1,, +watsomu01,1923,2,NY1,NL,17,46,3,8,3,0,0,4,0,0,0,13,,0,1,, +weinele01,1923,1,PHI,NL,39,59,5,19,4,0,0,8,0,1,1,4,,0,0,, +weisbu01,1923,1,CHN,NL,22,26,2,6,1,0,0,2,0,1,5,8,,0,0,, +welchfr01,1923,1,PHA,AL,125,421,56,125,19,9,4,55,1,4,48,40,,4,17,, +wellsed01,1923,1,DET,AL,7,1,0,0,0,0,0,0,0,0,0,1,,0,0,, +whalebi01,1923,1,SLA,AL,23,50,5,12,2,1,0,1,0,0,4,2,,1,1,, +wheatza01,1923,1,BRO,NL,98,349,63,131,13,5,8,65,3,3,23,12,,2,4,, +wheelri01,1923,1,CHN,NL,3,9,0,1,0,0,0,2,0,0,0,0,,0,0,, +whiteea01,1923,1,DET,AL,8,11,2,4,0,0,0,0,1,0,1,3,,0,1,, +wiginfr01,1923,1,SLN,NL,4,1,0,0,0,0,0,0,0,0,0,0,,0,0,, +willicy01,1923,1,PHI,NL,136,535,98,157,22,3,41,114,11,10,59,57,,7,3,, +willike01,1923,1,SLA,AL,147,555,106,198,37,12,29,91,18,17,79,32,,2,10,, +wilsoha01,1923,1,NY1,NL,3,10,0,2,0,0,0,0,0,0,0,1,,0,0,, +wilsoji01,1923,1,PHI,NL,85,252,27,66,9,0,1,25,4,2,4,17,,1,9,, +wingfte01,1923,1,WS1,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wingoiv01,1923,1,CIN,NL,61,171,10,45,9,2,1,24,1,1,9,11,,1,2,, +winnge01,1923,1,CLE,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +winteje01,1923,1,PHI,NL,21,25,1,4,1,0,0,1,1,0,0,3,,2,1,, +wirtske01,1923,1,CHN,NL,5,5,2,1,0,0,0,1,0,0,2,0,,0,0,, +wittwh01,1923,1,NYA,AL,146,596,113,187,18,10,6,56,2,7,67,42,,3,19,, +woehran01,1923,1,PHI,NL,13,41,3,14,2,0,0,3,0,0,1,1,,0,1,, +wolfech01,1923,1,PHA,AL,3,3,0,1,0,0,0,0,0,0,0,2,,0,0,, +woodala01,1923,1,DET,AL,71,148,20,41,12,2,1,19,2,1,22,9,,0,5,, +wooddo01,1923,1,PHA,AL,3,3,0,1,0,0,0,0,0,0,0,0,,0,0,, +woodwfr01,1923,1,CHA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wrighra02,1923,1,SLA,AL,20,27,4,6,0,1,0,0,0,0,1,8,,0,3,, +wrighru01,1923,1,PHI,NL,119,392,59,107,21,7,7,57,5,2,21,19,,3,7,, +youngro01,1923,1,NY1,NL,152,596,121,200,33,12,3,87,13,19,73,36,,5,14,, +zachato01,1923,1,WS1,AL,35,78,6,15,1,2,0,9,0,0,3,23,,0,4,, +zahnipa01,1923,1,WS1,AL,33,52,6,5,1,1,0,1,0,0,8,27,,1,3,, +adamsba01,1924,1,PIT,NL,9,11,1,2,1,0,0,1,0,0,0,1,,0,1,, +adamssp01,1924,1,CHN,NL,117,418,66,117,11,5,1,27,15,17,40,20,,1,14,, +ainsmed01,1924,1,NY1,NL,10,5,0,3,0,0,0,0,0,0,0,0,,0,0,, +aldrivi01,1924,1,CHN,NL,32,85,6,15,3,0,0,11,0,0,2,7,,0,7,, +alexape01,1924,1,CHN,NL,21,65,3,15,2,0,1,10,0,1,2,8,,0,4,, +altroni01,1924,1,WS1,AL,1,1,1,1,0,1,0,0,0,0,0,0,,0,0,, +archdma01,1924,1,CHA,AL,95,288,59,92,9,3,0,25,11,7,40,30,,4,11,, +autrych02,1924,1,NYA,AL,2,0,1,0,0,0,0,0,0,0,0,0,,1,0,, +bailege01,1924,1,BRO,NL,18,46,7,11,3,0,1,4,1,0,7,6,,0,4,, +baldwha01,1924,1,NY1,NL,11,11,4,4,0,0,0,0,0,0,0,2,,0,1,, +bancrda01,1924,1,BSN,NL,79,319,49,89,11,1,2,21,4,4,37,24,,1,5,, +barnebo01,1924,1,CHA,AL,2,2,0,0,0,0,0,0,0,0,0,0,,0,0,, +barneep01,1924,1,PIT,NL,2,5,0,0,0,0,0,0,0,0,0,1,,0,0,, +barneje01,1924,1,BSN,NL,37,90,6,20,1,1,0,9,0,1,1,6,,0,9,, +barnevi01,1924,1,NY1,NL,35,77,8,14,0,0,0,4,0,1,6,26,,0,4,, +barnhcl01,1924,1,PIT,NL,102,344,49,95,6,11,3,51,8,4,30,17,,2,14,, +barnhed01,1924,1,SLA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barrebi02,1924,1,CHA,AL,119,406,52,110,18,5,2,56,15,10,30,38,,3,8,, +barrebo01,1924,1,CHN,NL,54,133,12,32,2,3,5,21,1,0,7,29,,0,4,, +bassljo01,1924,1,DET,AL,124,379,43,131,20,3,1,68,2,1,62,11,,3,12,, +batchjo01,1924,1,BSN,NL,3,1,0,0,0,0,0,0,0,0,0,1,,0,0,, +baumgst01,1924,1,PHA,AL,36,60,5,13,1,1,0,3,0,0,3,7,,0,5,, +baynebi01,1924,1,SLA,AL,22,14,3,6,2,0,0,3,0,0,2,1,,0,0,, +beallwa01,1924,1,NYA,AL,4,7,0,1,0,0,0,2,0,0,0,0,,0,0,, +beckbo01,1924,1,SLA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +begleji01,1924,1,CIN,NL,2,5,1,1,0,0,0,0,0,0,2,0,,0,0,, +bellhi01,1924,1,SLN,NL,28,31,1,2,0,0,0,0,0,0,5,14,,0,0,, +bellle01,1924,1,SLN,NL,17,57,5,14,3,2,1,5,0,0,3,7,,1,1,, +bengobe01,1924,1,NYA,AL,11,16,4,5,1,1,0,3,0,0,2,0,,0,1,, +bennehe01,1924,1,SLA,AL,41,94,16,31,4,3,1,11,1,0,3,6,,2,2,, +bentlja01,1924,1,NY1,NL,46,98,12,26,5,1,0,6,0,0,3,13,,0,1,, +bentola01,1924,1,BSN,NL,30,33,4,3,1,0,0,0,0,0,2,10,,0,2,, +bentoru01,1924,1,CIN,NL,32,46,5,12,2,0,0,3,0,0,5,10,,0,0,, +berlyja01,1924,1,SLN,NL,4,2,0,0,0,0,0,0,0,0,0,2,,0,0,, +bettshu01,1924,1,PHI,NL,38,45,7,7,0,0,0,2,0,0,4,8,,0,6,, +bigbeca01,1924,1,PIT,NL,89,282,42,74,4,1,0,15,15,7,26,12,,3,8,, +bishoji01,1924,1,PHI,NL,7,5,1,1,0,0,0,0,0,0,0,2,,0,0,, +bishoma01,1924,1,PHA,AL,91,294,52,75,13,2,2,21,4,3,54,30,,5,5,, +blackbi01,1924,1,CHA,AL,6,5,0,1,0,0,0,0,0,0,0,0,,0,0,, +bladera01,1924,1,SLN,NL,131,456,86,142,21,13,11,68,7,9,35,38,,10,13,, +blakesh01,1924,1,CHN,NL,29,31,5,9,0,1,0,3,0,1,1,1,,0,1,, +blankte01,1924,1,CHA,AL,25,46,10,15,2,1,1,5,0,0,4,6,,1,3,, +blottja01,1924,1,CIN,NL,2,1,0,0,0,0,0,0,0,0,0,0,,0,0,, +bluegos01,1924,1,WS1,AL,117,402,59,113,15,4,2,49,7,5,39,36,,9,15,, +bluelu01,1924,1,DET,AL,108,395,81,123,26,7,2,53,9,4,64,26,,4,13,, +bohnesa01,1924,1,CIN,NL,100,349,42,89,15,9,4,46,9,6,18,24,,1,10,, +booneik01,1924,1,BOS,AL,128,487,72,164,31,4,13,98,2,2,54,32,,1,3,, +bottoji01,1924,1,SLN,NL,137,528,87,167,31,12,14,111,5,4,35,35,,3,17,, +bratcjo01,1924,1,SLN,NL,4,1,1,0,0,0,0,0,0,0,0,0,,0,0,, +bressru01,1924,1,CIN,NL,115,383,41,133,14,13,4,49,9,10,22,20,,4,6,, +bretthe01,1924,1,CHN,NL,1,2,0,0,0,0,0,0,0,0,0,0,,0,0,, +browefr01,1924,1,CLE,AL,66,107,16,30,10,1,3,20,1,1,27,9,,2,0,, +browned02,1924,1,BRO,NL,114,455,56,140,30,4,5,78,3,5,26,15,,0,8,, +bruggfr01,1924,1,PHA,AL,50,113,9,30,6,0,0,8,4,0,8,15,,0,3,, +burkele01,1924,1,DET,AL,72,241,30,61,10,4,0,17,2,4,22,20,,2,8,, +burkepa01,1924,1,SLA,AL,1,3,0,0,0,0,0,1,0,0,0,0,,0,0,, +burnsde01,1924,1,PHA,AL,37,42,1,6,0,0,0,3,0,0,5,7,,0,2,, +burnsge01,1924,1,CIN,NL,93,336,43,86,19,2,2,33,3,6,29,21,,0,6,, +burnsge02,1924,1,CLE,AL,129,462,64,143,37,5,4,68,14,5,29,27,,15,23,, +burnsjo02,1924,1,CHA,AL,8,19,1,2,0,0,0,0,0,0,0,2,,0,1,, +bushgu01,1924,1,CHN,NL,16,26,1,4,1,0,0,4,0,0,1,5,,0,0,, +bushjo01,1924,1,NYA,AL,60,124,13,42,9,3,1,14,0,0,7,6,,0,1,, +cadorle01,1924,1,NY1,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +careyma01,1924,1,PIT,NL,149,599,113,178,30,9,8,55,49,13,58,17,,7,19,, +carlsha01,1924,1,PHI,NL,39,76,6,21,1,0,2,8,0,0,2,8,,0,2,, +cavenik01,1924,1,CIN,NL,95,337,36,92,19,1,4,32,2,3,14,21,,4,6,, +chapmjo01,1924,1,PHA,AL,19,71,7,20,4,1,0,7,0,0,4,8,,1,4,, +cheevvi01,1924,1,CLE,AL,8,4,1,1,1,0,0,0,0,0,0,2,,0,0,, +churrjo01,1924,1,CHN,NL,6,7,0,1,1,0,0,0,0,0,2,0,,0,0,, +clancbu01,1924,1,CHA,AL,13,35,5,9,1,0,0,6,3,2,3,2,,0,3,, +clarkda04,1924,1,BOS,AL,104,325,36,90,23,3,2,54,4,7,51,19,,2,14,, +clarkru01,1924,1,DET,AL,2,1,0,0,0,0,0,0,0,0,0,1,,0,0,, +clarksu01,1924,1,CLE,AL,35,104,17,24,6,1,0,11,0,0,6,12,,0,3,, +clarkwa02,1924,1,CLE,AL,12,9,2,2,1,0,0,2,0,0,2,3,,0,0,, +clemove01,1924,1,SLN,NL,25,56,3,18,3,0,0,6,0,0,2,3,,0,0,, +clouged01,1924,1,SLN,NL,7,14,0,1,0,0,0,1,0,0,0,3,,0,1,, +cobbty01,1924,1,DET,AL,155,625,115,211,38,10,4,78,23,14,85,18,,1,15,, +colebe01,1924,1,DET,AL,33,37,4,10,0,0,0,2,0,1,4,6,,1,2,, +collied01,1924,1,CHA,AL,152,556,108,194,27,7,6,86,42,17,89,16,,3,28,, +collipa01,1924,1,SLA,AL,32,54,9,17,2,0,1,11,0,1,11,14,,0,2,, +colliri01,1924,1,DET,AL,37,76,5,11,1,0,0,2,0,0,1,23,,2,5,, +collish01,1924,1,BOS,AL,89,240,37,70,17,5,0,28,4,6,18,17,,3,10,, +combsea01,1924,1,NYA,AL,24,35,10,14,5,0,0,2,0,1,4,2,,0,0,, +connasa01,1924,1,CHA,AL,44,50,3,11,1,0,0,0,0,0,1,10,,0,1,, +connojo05,1924,1,BOS,AL,14,10,1,1,0,0,0,1,0,0,2,2,,0,1,, +cooneji02,1924,1,SLN,NL,110,383,44,113,20,8,1,57,12,10,20,20,,0,11,, +coonejo01,1924,1,BSN,NL,55,130,10,33,2,1,0,4,0,4,9,5,,0,5,, +coopewi01,1924,1,PIT,NL,38,104,11,36,5,2,0,15,2,2,5,8,,0,1,, +cotteho01,1924,1,CHN,NL,98,310,39,81,16,4,4,33,3,5,36,31,,0,7,, +couchjo01,1924,1,PHI,NL,37,49,3,10,0,0,2,3,1,0,1,12,,0,2,, +couside01,1924,1,BSN,NL,3,2,0,0,0,0,0,0,0,0,0,0,,0,0,, +covelst01,1924,1,CLE,AL,37,82,3,11,1,0,0,4,0,0,8,32,,0,4,, +critzhu01,1924,1,CIN,NL,102,413,67,133,15,14,3,35,19,11,19,18,,0,11,, +crousbu01,1924,1,CHA,AL,94,305,30,79,10,1,1,44,3,2,23,12,,4,13,, +cruiswa01,1924,1,BSN,NL,9,9,4,4,1,0,1,3,0,0,0,2,,0,0,, +crumpbu01,1924,1,NY1,NL,1,4,0,0,0,0,0,1,0,0,0,1,,0,1,, +cunnibi02,1924,1,BSN,NL,114,437,44,119,15,8,1,40,8,5,32,27,,3,4,, +cuyleki01,1924,1,PIT,NL,117,466,94,165,27,16,9,85,32,11,30,62,,7,12,, +cvengmi01,1924,1,CHA,AL,26,30,2,6,2,2,0,4,0,0,4,3,,0,1,, +danfoda01,1924,1,SLA,AL,41,76,3,13,3,2,0,9,1,0,4,15,,0,6,, +dashiwa01,1924,1,CHA,AL,1,2,0,0,0,0,0,0,0,0,0,0,,0,1,, +daubeja01,1924,1,CIN,NL,102,405,47,114,14,9,1,31,5,10,28,17,,2,13,, +daussho01,1924,1,DET,AL,40,38,5,5,1,0,0,2,0,0,4,15,,0,2,, +davenlu01,1924,1,CHA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +davisdi01,1924,1,SLA,AL,29,46,3,7,0,0,0,2,0,0,6,5,,0,7,, +davisik01,1924,1,CHA,AL,10,33,5,8,1,1,0,4,0,0,2,5,,0,2,, +dawsojo01,1924,1,CLE,AL,4,7,1,2,0,0,0,0,0,0,0,0,,0,1,, +daype01,1924,1,SLN,NL,3,8,0,1,0,0,0,0,0,0,0,2,,0,0,, +deanwa01,1924,1,NY1,NL,26,40,5,8,0,0,2,4,0,0,1,9,,0,1,, +deberha01,1924,1,BRO,NL,77,218,20,53,10,3,3,26,0,1,20,21,,0,6,, +decatar01,1924,1,BRO,NL,31,44,4,5,2,0,0,0,0,0,0,13,,0,0,, +delanar01,1924,1,SLN,NL,8,7,0,2,0,0,0,0,0,0,0,2,,0,0,, +devivbe01,1924,1,CHA,AL,1,1,0,0,0,0,0,0,0,0,0,0,,0,0,, +dibutpe01,1924,1,CIN,NL,7,11,2,3,0,1,0,3,0,0,2,0,,0,1,, +dickele01,1924,1,BRO,NL,7,6,2,1,0,0,0,0,0,0,1,4,,0,0,, +dickele01,1924,2,SLN,NL,18,39,4,9,0,1,0,2,0,0,2,6,,1,3,, +doakbi01,1924,1,SLN,NL,11,5,0,1,0,0,0,0,0,0,0,1,,0,0,, +doakbi01,1924,2,BRO,NL,21,56,3,10,0,1,1,6,0,0,3,17,,0,2,, +dobbjo01,1924,1,CHA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +donohpe01,1924,1,CIN,NL,36,73,4,14,3,0,1,8,0,0,3,6,,0,4,, +douthta01,1924,1,SLN,NL,53,173,24,48,13,1,0,13,4,3,16,19,,3,9,, +drakelo01,1924,1,CLE,AL,5,1,0,0,0,0,0,0,0,0,0,0,,0,0,, +duganjo01,1924,1,NYA,AL,148,610,105,184,31,7,3,56,1,2,31,33,,5,25,, +duncapa01,1924,1,CIN,NL,96,319,34,86,21,6,2,37,1,7,20,23,,0,13,, +dyered01,1924,1,SLN,NL,50,76,8,18,2,3,0,8,1,0,3,8,,0,3,, +dykesji01,1924,1,PHA,AL,110,410,68,128,26,6,3,50,1,3,38,60,,1,11,, +eastca01,1924,1,WS1,AL,2,6,1,2,1,0,0,2,0,0,2,1,,0,0,, +edmonge01,1924,1,CLE,AL,5,3,0,1,0,0,0,0,0,0,0,2,,0,0,, +edwarji01,1924,1,CLE,AL,10,20,0,3,0,0,0,1,0,0,1,1,,0,2,, +ehmkeho01,1924,1,BOS,AL,46,126,14,28,2,0,0,14,4,1,5,9,,0,4,, +ehrharu01,1924,1,BRO,NL,15,29,2,4,0,1,0,1,0,0,0,8,,0,1,, +ellerfr01,1924,1,SLA,AL,21,61,7,12,3,0,0,2,0,1,2,3,,0,5,, +ellerfr01,1924,2,CLE,AL,46,120,7,31,1,3,1,14,0,0,1,10,,1,5,, +ellioal01,1924,1,CHN,NL,10,14,0,2,0,0,0,0,0,0,0,1,,0,1,, +elmorve01,1924,1,SLA,AL,7,17,2,3,3,0,0,0,0,0,1,3,,0,0,, +elshro01,1924,1,CHA,AL,60,147,21,45,9,1,0,11,6,1,10,14,,0,5,, +emerysp01,1924,1,PHI,NL,5,3,3,2,0,0,0,0,0,1,0,0,,0,0,, +ensje01,1924,1,PIT,NL,5,10,2,3,0,0,0,0,0,0,0,3,,0,1,, +evansjo01,1924,1,SLA,AL,77,209,30,53,3,3,0,19,4,4,24,12,,0,10,, +ezzelho01,1924,1,BOS,AL,90,277,35,75,8,4,0,32,12,5,14,21,,2,8,, +faberre01,1924,1,CHA,AL,21,54,6,8,0,0,0,1,0,0,7,15,,0,2,, +falkbi01,1924,1,CHA,AL,138,526,77,185,37,8,6,99,6,6,47,21,,1,20,, +felixgu01,1924,1,BSN,NL,59,204,25,43,7,1,1,10,0,3,18,16,,0,3,, +fergual01,1924,1,BOS,AL,41,86,2,12,2,0,0,5,0,0,2,32,,0,8,, +fewstch01,1924,1,CLE,AL,101,322,36,86,12,2,0,36,12,12,24,36,,3,8,, +fishesh01,1924,1,WS1,AL,15,41,7,9,1,0,0,6,2,0,6,6,,0,0,, +fitzgho01,1924,1,CHN,NL,7,19,1,3,0,0,0,2,0,0,0,2,,0,0,, +fitzkpa01,1924,1,CLE,AL,1,1,0,0,0,0,0,0,0,0,0,1,,0,0,, +flackma01,1924,1,SLN,NL,67,209,31,55,11,3,2,21,3,5,21,5,,0,4,, +flagsir01,1924,1,BOS,AL,149,560,106,172,35,7,5,43,10,13,77,41,,11,13,, +fonsele01,1924,1,CIN,NL,20,57,5,13,2,1,0,9,1,0,4,4,,0,2,, +fordho01,1924,1,PHI,NL,145,530,58,144,27,5,3,53,1,9,27,40,,1,18,, +foremha01,1924,1,CHA,AL,5,2,0,0,0,0,0,0,0,0,0,1,,0,0,, +fothebo01,1924,1,DET,AL,54,166,28,50,8,3,0,15,2,3,5,13,,1,7,, +fournja01,1924,1,BRO,NL,154,563,93,188,25,4,27,116,7,5,83,46,,10,13,, +fowlebo01,1924,1,CIN,NL,59,129,20,43,6,1,0,9,2,2,5,15,,0,0,, +fowleje01,1924,1,SLN,NL,13,9,1,2,0,0,0,0,0,0,1,2,,0,0,, +freigho01,1924,1,SLN,NL,98,376,35,101,17,6,2,39,10,3,19,24,,1,10,, +frencra01,1924,1,CHA,AL,37,112,13,20,4,0,0,11,3,1,10,13,,0,2,, +fribebe01,1924,1,CHN,NL,142,495,67,138,19,3,5,82,19,27,66,53,,5,21,, +friscfr01,1924,1,NY1,NL,145,603,121,198,33,15,7,69,22,9,56,24,,2,14,, +fuhros01,1924,1,BOS,AL,23,22,2,4,0,0,0,4,0,0,0,1,,1,1,, +fullecu01,1924,1,BOS,AL,33,42,3,3,0,0,0,2,0,0,7,11,,0,2,, +gagnoch01,1924,1,WS1,AL,4,5,1,1,0,0,0,1,0,0,0,0,,0,0,, +galloch01,1924,1,PHA,AL,129,464,41,128,16,4,2,48,11,12,23,23,,1,17,, +gardnla01,1924,1,CLE,AL,38,50,3,10,0,0,0,4,0,1,5,1,,0,0,, +gastomi01,1924,1,NYA,AL,29,27,3,6,0,0,0,1,0,0,0,6,,0,2,, +gearidi01,1924,1,NY1,NL,10,9,2,3,0,0,0,1,0,0,0,1,,0,0,, +gearidi01,1924,2,BSN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gehrich01,1924,1,DET,AL,5,13,2,6,0,0,0,1,1,1,0,2,,0,0,, +gehrilo01,1924,1,NYA,AL,10,12,2,6,1,0,0,5,0,0,1,3,,0,0,, +genewjo01,1924,1,BSN,NL,34,60,4,10,1,0,0,2,0,0,3,9,,1,5,, +gerbewa01,1924,1,SLA,AL,148,496,61,135,20,4,0,55,4,5,43,34,,9,18,, +geygach01,1924,1,BOS,AL,33,82,7,21,5,2,0,4,0,2,4,16,,2,4,, +gibsoch02,1924,1,PHA,AL,12,15,1,2,0,0,0,1,0,0,2,0,,0,0,, +gibsofr01,1924,1,BSN,NL,90,229,25,71,15,6,1,30,1,1,10,23,,1,1,, +glaznwh01,1924,1,PHI,NL,35,51,2,8,1,0,0,5,0,0,0,17,,0,3,, +gonzami01,1924,1,SLN,NL,120,402,34,119,27,1,3,53,1,5,24,22,,1,7,, +goochjo01,1924,1,PIT,NL,70,224,26,65,6,5,0,25,1,3,16,12,,2,0,, +gosligo01,1924,1,WS1,AL,154,579,100,199,30,17,12,129,15,14,68,29,,9,17,, +gowdyha01,1924,1,NY1,NL,87,191,25,62,9,1,4,37,1,0,26,11,,2,0,, +grabojo01,1924,1,CHA,AL,20,56,10,14,3,0,0,3,0,0,2,4,,0,4,, +grahask01,1924,1,BSN,NL,5,7,0,0,0,0,0,0,0,0,0,4,,0,2,, +grantge01,1924,1,CHN,NL,127,469,85,148,19,6,12,60,21,21,55,63,,2,13,, +grantge02,1924,1,SLA,AL,22,13,0,0,0,0,0,0,0,0,0,6,,0,0,, +graydo02,1924,1,PHA,AL,34,57,1,10,1,1,0,4,0,0,1,11,,0,0,, +greenjo02,1924,1,PHA,AL,1,1,0,0,0,0,0,0,0,0,0,0,,0,0,, +greenke01,1924,1,NY1,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +greenne01,1924,1,BRO,NL,4,1,0,0,0,0,0,0,0,0,0,0,,0,0,, +griffbe01,1924,1,WS1,AL,6,8,1,1,0,0,0,0,0,0,0,1,,0,1,, +griffto01,1924,1,BRO,NL,140,482,43,121,19,5,3,67,0,5,34,19,,0,15,, +grigsde01,1924,1,CHN,NL,124,411,58,123,18,2,3,48,10,19,31,47,,6,12,, +grimebu01,1924,1,BRO,NL,40,124,11,37,3,0,0,7,1,1,5,13,,1,3,, +grimera01,1924,1,CHN,NL,51,177,33,53,6,5,5,34,4,2,28,15,,2,4,, +grimmch01,1924,1,PIT,NL,151,542,53,156,25,12,2,63,3,6,37,22,,2,18,, +grohhe01,1924,1,NY1,NL,145,559,82,157,32,3,2,46,8,6,52,29,,11,13,, +gulleto01,1924,1,CLE,AL,8,20,4,3,0,1,0,1,0,0,3,2,,0,0,, +hafeych01,1924,1,SLN,NL,24,91,10,23,5,2,2,22,1,0,4,8,,1,4,, +haineje01,1924,1,SLN,NL,35,74,3,14,1,0,0,7,0,0,2,20,,0,6,, +halesa01,1924,1,PHA,AL,80,261,41,83,14,2,2,17,3,2,17,19,,3,6,, +hamilea01,1924,1,PHI,NL,3,2,0,0,0,0,0,0,0,0,0,1,,0,0,, +haneyfr01,1924,1,DET,AL,86,256,54,79,11,1,1,30,7,4,39,13,,0,11,, +hargrbu01,1924,1,CIN,NL,98,312,42,94,19,10,3,33,2,2,30,20,,4,8,, +hargrch01,1924,1,BRO,NL,15,27,4,11,2,0,0,5,0,1,1,1,,0,0,, +hargrpi01,1924,1,WS1,AL,24,33,3,5,1,1,0,5,0,0,1,4,,0,1,, +harpege02,1924,1,CIN,NL,28,74,7,20,3,0,0,3,1,3,13,5,,2,1,, +harpege02,1924,2,PHI,NL,109,411,68,121,26,6,16,55,10,11,38,23,,5,9,, +harribi01,1924,1,CIN,NL,3,1,0,1,0,0,0,0,0,0,0,0,,0,0,, +harribu01,1924,1,WS1,AL,143,544,88,146,28,9,1,58,20,10,56,41,,7,46,, +harrijo03,1924,1,BOS,AL,133,491,82,148,36,9,3,77,6,1,81,25,,5,15,, +harrisl01,1924,1,PHA,AL,36,42,4,7,0,0,0,0,0,0,1,3,,0,0,, +hartlgr01,1924,1,NY1,NL,4,7,1,2,1,0,0,1,1,0,1,0,,0,0,, +hartnga01,1924,1,CHN,NL,111,354,56,106,17,7,16,67,10,2,39,37,,5,9,, +hastybo01,1924,1,PHA,AL,18,13,1,1,1,0,0,0,0,0,0,1,,0,0,, +hausejo01,1924,1,PHA,AL,149,562,97,162,31,8,27,115,7,5,56,52,,5,11,, +heathcl01,1924,1,CHN,NL,113,392,66,121,19,7,0,30,26,24,28,28,,1,12,, +heilmha01,1924,1,DET,AL,153,570,107,197,45,16,10,114,13,5,78,41,,4,26,, +heimafr01,1924,1,PHA,AL,58,90,14,29,3,2,0,12,1,0,3,8,,0,3,, +hendrha01,1924,1,NYA,AL,40,76,7,20,0,0,1,11,1,0,2,7,,1,1,, +henlibu01,1924,1,PHI,NL,115,289,41,82,18,4,5,35,1,2,27,15,,8,5,, +henrifr01,1924,1,PHI,NL,36,90,4,19,4,0,0,4,0,0,2,12,,0,2,, +henrydu01,1924,1,BRO,NL,16,20,3,5,1,0,0,2,0,0,1,3,,0,0,, +hermaal01,1924,1,BSN,NL,1,1,0,0,0,0,0,0,0,0,0,1,,0,0,, +hevinjo01,1924,1,BOS,AL,45,109,15,31,5,1,0,11,0,0,10,7,,0,3,, +highan01,1924,1,BRO,NL,144,582,98,191,26,13,6,61,3,6,57,16,,2,13,, +hillima01,1924,1,NYA,AL,1,1,1,0,0,0,0,0,0,0,0,0,,0,0,, +hocked01,1924,1,CIN,NL,16,10,7,1,0,0,0,0,0,0,0,2,,1,0,, +hofmafr01,1924,1,NYA,AL,62,166,17,29,6,1,1,11,2,1,12,15,,2,5,, +hoganke01,1924,1,CLE,AL,2,1,0,0,0,0,0,0,0,0,0,0,,0,0,, +holkewa01,1924,1,PHI,NL,148,563,60,169,23,6,6,64,3,8,25,33,,0,17,, +hollibo01,1924,1,BRO,NL,3,3,0,0,0,0,0,0,0,0,0,2,,0,0,, +holloch01,1924,1,CHN,NL,76,286,28,70,12,4,2,21,4,11,18,7,,1,8,, +holloke01,1924,1,DET,AL,49,58,2,11,1,1,0,5,0,0,2,10,,0,2,, +holmwa01,1924,1,SLN,NL,81,293,40,86,10,4,0,23,1,4,8,16,,2,10,, +hoopeha01,1924,1,CHA,AL,130,476,107,156,27,8,10,62,16,13,65,26,,4,14,, +horansh01,1924,1,NYA,AL,22,31,4,9,1,0,0,7,0,0,1,5,,0,1,, +hornsro01,1924,1,SLN,NL,143,536,121,227,43,14,25,94,5,12,89,32,,2,13,, +howele01,1924,1,BOS,AL,4,2,0,1,0,0,0,1,0,0,0,1,,0,0,, +hoytwa01,1924,1,NYA,AL,46,75,8,10,2,0,0,3,0,0,3,6,,0,12,, +hubbebi01,1924,1,PHI,NL,36,59,7,13,3,0,0,2,0,0,4,11,,0,3,, +huntzwa01,1924,1,NY1,NL,12,8,0,4,0,0,0,1,0,0,0,3,,0,0,, +jackstr01,1924,1,NY1,NL,151,596,81,180,26,8,11,76,6,7,21,56,,0,16,, +jacobba01,1924,1,SLA,AL,152,579,103,184,41,12,19,97,6,8,35,45,,4,24,, +jacobel01,1924,1,CHN,NL,38,54,3,6,0,0,0,5,0,0,3,13,,0,6,, +jamerle01,1924,1,BOS,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jamiech01,1924,1,CLE,AL,143,594,98,213,34,8,3,54,21,12,47,15,,2,17,, +johnser01,1924,1,NYA,AL,64,119,24,42,4,8,3,12,1,6,11,7,,1,3,, +johnsfr02,1924,1,BRO,NL,4,4,1,1,0,0,0,0,0,0,0,1,,0,0,, +johnsji01,1924,1,BRO,NL,86,315,51,94,11,2,2,29,5,6,27,10,,1,11,, +johnssy01,1924,1,DET,AL,29,34,1,7,2,0,0,3,0,0,2,6,,0,2,, +johnswa01,1924,1,WS1,AL,39,113,18,32,9,0,1,14,0,0,3,11,,1,2,, +jonesbi03,1924,1,BRO,NL,10,37,0,4,1,0,0,2,0,0,0,3,,0,2,, +jonesbo01,1924,1,DET,AL,110,393,52,107,27,4,0,47,1,5,20,20,,0,19,, +joneske01,1924,1,DET,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jonessa01,1924,1,NYA,AL,36,51,4,9,3,0,1,5,0,0,3,14,,0,6,, +jonnacl01,1924,1,NY1,NL,34,22,0,1,0,0,0,2,0,0,1,11,,0,1,, +judgejo01,1924,1,WS1,AL,140,516,71,167,38,9,3,79,13,8,53,21,,6,19,, +kammwi01,1924,1,CHA,AL,147,528,58,134,28,6,6,93,10,9,64,59,,2,32,, +kampik01,1924,1,BSN,NL,1,1,0,0,0,0,0,0,0,0,0,1,,0,1,, +kaufmto01,1924,1,CHN,NL,35,76,6,24,5,0,1,14,0,0,3,10,,0,0,, +kearnte01,1924,1,CHN,NL,4,16,0,4,0,1,0,1,0,0,1,1,,0,0,, +keenvi01,1924,1,CHN,NL,40,77,2,12,1,0,0,8,0,1,4,23,,0,4,, +kelleal01,1924,1,BOS,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kellejo02,1924,1,BSN,NL,1,1,0,0,0,0,0,0,0,0,0,1,,0,0,, +kellyge01,1924,1,NY1,NL,144,571,91,185,37,9,21,136,7,2,38,52,,5,13,, +kerrjo01,1924,1,DET,AL,17,11,3,3,0,0,0,1,0,0,0,0,,0,1,, +klugmjo01,1924,1,BRO,NL,31,79,7,13,2,1,0,3,0,0,2,9,,0,1,, +knodera01,1924,1,CLE,AL,11,37,6,9,1,0,0,4,2,1,3,0,,0,0,, +knoxcl01,1924,1,PIT,NL,6,18,1,4,0,0,0,2,0,0,2,0,,0,2,, +kolpra01,1924,1,SLA,AL,25,30,4,6,3,0,0,1,0,0,1,3,,0,2,, +kremera01,1924,1,PIT,NL,42,86,6,13,3,0,0,4,0,0,5,31,,0,5,, +kuhnbu01,1924,1,CLE,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lamarbi01,1924,1,PHA,AL,87,367,68,121,22,5,7,48,8,8,18,21,,0,11,, +lanehu01,1924,1,BSN,NL,7,15,0,1,0,0,0,0,0,0,1,1,,0,0,, +laslebi01,1924,1,SLA,AL,2,1,0,0,0,0,0,0,0,0,0,1,,0,0,, +lavando01,1924,1,SLN,NL,4,6,0,0,0,0,0,0,0,0,0,0,,0,0,, +lawrebo01,1924,1,CHA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leachfr01,1924,1,PHI,NL,8,28,6,13,2,1,2,7,0,0,2,1,,0,1,, +leecl01,1924,1,PHI,NL,21,56,4,14,3,2,1,7,0,1,2,5,,0,1,, +leecl01,1924,2,CIN,NL,6,6,1,2,1,0,0,2,0,0,0,2,,0,0,, +leedu01,1924,1,BOS,AL,94,288,36,73,9,4,0,29,8,4,40,17,,3,14,, +leflewa01,1924,1,BSN,NL,1,1,0,0,0,0,0,0,0,0,0,1,,0,0,, +leflewa01,1924,2,WS1,AL,5,8,0,5,3,0,0,4,0,0,0,0,,0,0,, +leibone01,1924,1,WS1,AL,84,246,41,72,6,4,0,20,7,5,42,10,,1,11,, +leonadu01,1924,1,DET,AL,9,19,2,4,0,0,0,2,0,0,1,4,,0,1,, +leverdi01,1924,1,CHA,AL,21,32,2,6,2,0,0,2,0,0,1,10,,0,2,, +levsedu01,1924,1,CLE,AL,4,5,0,0,0,0,0,0,0,0,0,0,,0,0,, +lewisbe01,1924,1,PHI,NL,12,5,0,0,0,0,0,0,0,0,0,4,,0,0,, +lindsfr01,1924,1,NY1,NL,52,79,19,20,3,1,0,4,3,1,6,10,,1,2,, +lindsji01,1924,1,CLE,AL,3,3,0,0,0,0,0,0,0,0,0,0,,0,0,, +loftudi01,1924,1,BRO,NL,46,81,18,22,6,0,0,8,1,0,7,2,,0,1,, +longto02,1924,1,BRO,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lucasre01,1924,1,BSN,NL,33,33,5,11,1,0,0,5,0,0,1,4,,0,0,, +ludolwi01,1924,1,DET,AL,3,1,0,0,0,0,0,0,0,0,0,1,,0,0,, +lundgde01,1924,1,PIT,NL,8,3,0,0,0,0,0,0,0,0,0,1,,0,0,, +luquedo01,1924,1,CIN,NL,33,73,7,13,1,0,1,4,1,0,6,8,,0,3,, +lutzkru01,1924,1,CLE,AL,106,341,37,83,18,3,0,42,4,0,38,46,,5,12,, +lyonsge01,1924,1,SLA,AL,26,20,4,5,1,0,0,3,0,0,0,9,,0,2,, +lyonste01,1924,1,CHA,AL,41,77,10,17,0,1,0,6,0,0,5,13,,1,4,, +mamaual01,1924,1,NYA,AL,14,13,2,1,0,0,0,1,0,0,1,3,,0,0,, +mangule01,1924,1,CHA,AL,13,14,2,1,0,0,0,0,0,0,3,2,,0,0,, +maniocl01,1924,1,DET,AL,14,13,1,3,0,0,0,2,0,0,1,1,,0,0,, +mannle01,1924,1,BSN,NL,32,102,13,28,7,4,0,10,1,0,8,10,,1,1,, +manushe01,1924,1,DET,AL,120,422,83,122,24,8,9,68,14,5,27,30,,16,20,, +maranra01,1924,1,PIT,NL,152,594,62,158,33,20,2,71,18,14,35,53,,0,11,, +marbefi01,1924,1,WS1,AL,50,59,6,8,0,1,0,1,0,0,0,12,,2,8,, +marklcl01,1924,1,NYA,AL,7,8,0,0,0,0,0,0,0,0,0,4,,0,0,, +marquru01,1924,1,BSN,NL,6,11,0,3,0,0,0,1,0,0,1,2,,0,0,, +martijo02,1924,1,WS1,AL,25,43,2,14,2,0,0,6,0,0,2,7,,1,1,, +matthwi02,1924,1,WS1,AL,53,169,25,51,10,4,0,13,3,8,11,4,,3,12,, +mauner01,1924,1,NY1,NL,22,3,1,2,0,0,0,0,0,0,0,0,,0,0,, +maybu01,1924,1,PIT,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mayja01,1924,1,CIN,NL,38,27,2,3,0,0,1,2,0,0,0,12,,0,1,, +maysca01,1924,1,CIN,NL,38,83,9,24,6,2,1,12,0,0,4,12,,0,0,, +mccleha01,1924,1,CHA,AL,32,85,9,15,3,0,0,9,2,0,6,7,,1,8,, +mcgresl01,1924,1,WS1,AL,6,8,0,0,0,0,0,0,0,0,0,2,,0,0,, +mcinnst01,1924,1,BSN,NL,146,581,57,169,23,7,1,59,9,3,15,6,,2,13,, +mcmanma01,1924,1,SLA,AL,123,442,71,147,23,5,5,80,13,9,55,40,,2,18,, +mcmilno01,1924,1,SLA,AL,76,201,25,56,12,2,0,27,6,4,12,17,,4,9,, +mcnalmi01,1924,1,NYA,AL,49,69,11,17,0,0,0,2,1,1,7,5,,0,3,, +mcnamti01,1924,1,BSN,NL,35,43,4,6,1,0,0,1,0,0,7,12,,0,6,, +mcneeea01,1924,1,WS1,AL,43,179,31,59,5,6,0,15,3,1,5,21,,2,7,, +mcnulpa01,1924,1,CLE,AL,101,291,46,78,13,5,0,26,10,7,33,22,,2,11,, +mcquihu01,1924,1,NY1,NL,35,67,9,14,1,1,0,2,0,0,1,15,,0,4,, +mcweedo01,1924,1,CHA,AL,13,9,2,0,0,0,0,0,1,0,4,4,,0,1,, +meadole01,1924,1,PIT,NL,36,82,5,16,1,3,0,3,0,0,0,14,,0,2,, +meekero01,1924,1,PHA,AL,30,48,4,11,1,1,0,3,0,0,1,13,,0,5,, +messebu01,1924,1,CLE,AL,5,8,0,1,1,0,0,2,0,0,0,2,,0,2,, +metivde01,1924,1,CLE,AL,26,24,2,3,0,0,0,1,0,0,1,2,,0,0,, +metzle01,1924,1,PHI,NL,7,7,1,2,0,0,0,1,0,0,1,0,,0,1,, +meusebo01,1924,1,NYA,AL,143,579,93,188,40,11,12,120,26,14,32,43,,5,14,, +meuseir01,1924,1,NY1,NL,139,549,75,170,26,9,6,102,11,7,33,18,,2,19,, +michara01,1924,1,CHN,NL,8,11,0,4,0,0,0,2,0,0,0,1,,0,1,, +millebi02,1924,1,PHA,AL,113,398,62,136,22,4,6,62,11,5,12,24,,10,21,, +milleha01,1924,1,CHN,NL,53,131,17,44,8,1,4,25,1,0,8,11,,1,3,, +milleja02,1924,1,CLE,AL,2,5,0,0,0,0,0,0,0,0,0,3,,0,0,, +millera03,1924,1,WS1,AL,9,15,1,2,0,0,0,0,0,0,1,1,,0,0,, +milstge01,1924,1,CHN,NL,13,6,0,1,0,0,0,0,0,0,2,2,,0,0,, +mitchcl01,1924,1,PHI,NL,69,102,7,26,3,0,0,13,1,0,2,7,,1,2,, +mitchjo01,1924,1,BRO,NL,64,243,42,64,10,0,1,16,3,1,37,22,,0,16,, +mizeubi01,1924,1,SLA,AL,1,1,0,0,0,0,0,0,0,0,0,0,,0,0,, +mogrige01,1924,1,WS1,AL,30,74,7,13,3,0,0,5,0,0,2,16,,1,4,, +mokanjo01,1924,1,PHI,NL,96,366,50,95,15,1,7,44,7,5,30,27,,3,9,, +mooreed01,1924,1,PIT,NL,72,209,47,75,8,4,2,13,6,7,27,12,,2,2,, +morehra01,1924,1,CHA,AL,31,100,10,20,4,2,0,8,3,1,17,7,,0,3,, +morrijo04,1924,1,PIT,NL,41,77,3,13,4,1,0,2,0,0,1,14,,0,11,, +mortogu01,1924,1,CLE,AL,10,1,0,0,0,0,0,0,0,0,0,0,,0,0,, +mostijo01,1924,1,CHA,AL,118,385,75,125,22,5,4,49,7,11,45,41,,4,21,, +muellhe01,1924,1,SLN,NL,92,296,39,78,12,6,2,37,8,7,19,16,,2,3,, +muellwa01,1924,1,PIT,NL,30,50,6,13,1,1,0,8,1,0,4,4,,1,0,, +muichjo01,1924,1,BSN,NL,3,3,0,0,0,0,0,0,0,0,0,3,,0,0,, +murrage01,1924,1,BOS,AL,28,22,2,4,1,0,0,1,0,0,1,10,,0,1,, +myattgl01,1924,1,CLE,AL,105,342,55,117,22,7,8,73,6,1,33,12,,1,8,, +myershy01,1924,1,SLN,NL,43,124,12,26,5,1,1,15,1,2,3,10,,0,3,, +nalewfr01,1924,1,CHA,AL,1,2,0,0,0,0,0,0,0,0,1,0,,0,1,, +nayloro01,1924,1,PHA,AL,10,8,0,3,0,0,0,0,0,0,0,1,,0,0,, +nealegr01,1924,1,CIN,NL,3,4,0,0,0,0,0,0,0,0,0,1,,0,1,, +nehfar01,1924,1,NY1,NL,33,57,11,13,1,0,5,13,1,0,6,4,,0,4,, +neisbe01,1924,1,BRO,NL,80,211,43,64,8,3,4,26,4,2,27,17,,1,3,, +niebech01,1924,1,SLN,NL,40,58,6,17,6,0,0,7,0,0,3,9,,1,3,, +northlo01,1924,1,SLN,NL,6,4,0,1,0,0,0,0,0,0,0,1,,0,0,, +northlo01,1924,2,BSN,NL,9,9,0,1,0,0,0,0,0,0,0,2,,0,0,, +oconnji01,1924,1,NY1,NL,52,104,24,33,4,2,2,18,2,1,11,16,,1,2,, +oeschjo01,1924,1,NY1,NL,10,7,2,3,0,0,0,0,0,0,0,1,,0,0,, +oeschjo01,1924,2,PHI,NL,19,20,0,5,0,0,0,1,0,0,0,5,,0,0,, +ofarrbo01,1924,1,CHN,NL,71,183,25,44,6,2,3,28,2,0,30,13,,0,8,, +ogdencu01,1924,1,PHA,AL,5,3,0,0,0,0,0,0,0,0,0,1,,0,0,, +ogdencu01,1924,2,WS1,AL,17,47,3,13,2,1,0,6,0,0,1,3,,0,1,, +olsoniv01,1924,1,BRO,NL,10,27,0,6,1,0,0,0,0,0,3,1,,0,2,, +oneilmi02,1924,1,BSN,NL,106,362,32,89,4,1,0,22,4,3,14,27,,1,5,, +oneilst01,1924,1,BOS,AL,106,307,29,73,15,1,0,38,0,2,63,23,,2,5,, +orourfr01,1924,1,DET,AL,47,181,28,50,11,2,0,19,7,4,12,19,,3,10,, +osborti01,1924,1,CHN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +osborti01,1924,2,BRO,NL,21,36,3,9,2,0,0,2,0,0,1,11,,0,1,, +padgeer01,1924,1,BSN,NL,138,502,42,128,25,9,1,46,4,9,37,56,,3,6,, +parkifr01,1924,1,PHI,NL,62,156,14,33,7,0,1,19,3,1,14,28,,1,5,, +paschbe01,1924,1,NYA,AL,4,12,2,3,1,0,0,3,0,0,1,0,,0,0,, +peckiro01,1924,1,WS1,AL,155,523,72,142,20,5,2,73,9,6,72,45,,0,20,, +pennohe01,1924,1,NYA,AL,40,101,13,16,2,0,2,9,1,0,7,13,,1,10,, +perkicy01,1924,1,PHA,AL,128,392,31,95,19,4,0,32,3,4,31,20,,4,5,, +pfeffje01,1924,1,SLN,NL,16,26,2,3,0,0,0,1,0,0,0,7,,0,1,, +pfeffje01,1924,2,PIT,NL,15,25,0,6,0,0,0,0,0,0,0,8,,0,1,, +philled01,1924,1,BSN,NL,3,3,0,0,0,0,0,0,0,0,0,2,,0,0,, +picinva01,1924,1,BOS,AL,69,161,25,44,6,3,1,24,5,1,29,19,,3,5,, +picked01,1924,1,CIN,NL,3,2,0,0,0,0,0,0,0,0,0,1,,0,0,, +piercbi01,1924,1,BOS,AL,23,39,1,6,1,0,0,2,0,0,2,12,,0,5,, +piercra01,1924,1,CHN,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pierswi01,1924,1,PHA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pillehe01,1924,1,DET,AL,19,11,4,4,0,0,0,0,0,0,0,4,,0,0,, +pinelba01,1924,1,CIN,NL,144,510,61,156,16,7,0,70,23,17,32,32,,5,33,, +pintole01,1924,1,PHI,NL,3,1,0,0,0,0,0,0,0,0,0,0,,0,0,, +pipgrge01,1924,1,NYA,AL,9,3,0,1,0,0,0,0,0,0,0,1,,0,0,, +pippwa01,1924,1,NYA,AL,153,589,88,174,30,19,9,114,12,5,51,36,,0,23,, +powelra01,1924,1,BSN,NL,74,188,21,49,9,1,1,15,1,3,21,28,,1,3,, +prattde01,1924,1,DET,AL,121,429,56,130,32,3,1,77,6,9,31,10,,2,26,, +prothdo01,1924,1,WS1,AL,46,159,17,53,11,5,0,24,4,4,15,11,,1,8,, +pruethu01,1924,1,SLA,AL,33,15,1,3,1,0,0,0,0,0,0,5,,0,1,, +quinnja01,1924,1,BOS,AL,44,78,5,14,1,0,0,7,0,0,2,20,,0,4,, +rawlijo01,1924,1,PIT,NL,3,3,0,1,0,0,0,2,0,0,0,0,,0,0,, +regoto01,1924,1,SLA,AL,24,59,5,13,1,0,0,5,0,0,1,3,,0,1,, +rhemfl01,1924,1,SLN,NL,6,12,0,2,0,0,0,1,0,0,1,5,,0,0,, +riceha01,1924,1,SLA,AL,54,93,19,26,7,0,0,15,1,3,7,5,,3,2,, +ricesa01,1924,1,WS1,AL,154,646,106,216,39,14,1,76,24,13,46,24,,4,16,, +richbla01,1924,1,WS1,AL,15,32,3,9,2,1,0,1,0,0,2,0,,0,1,, +riconha01,1924,1,PHA,AL,83,281,34,71,16,3,1,21,3,4,27,43,,2,8,, +rigneto01,1924,1,DET,AL,147,499,81,144,29,9,4,94,11,11,102,39,,1,31,, +ringji01,1924,1,PHI,NL,32,74,6,17,5,0,0,6,0,0,3,20,,0,5,, +rixeyep01,1924,1,CIN,NL,35,84,10,18,4,0,1,7,0,1,4,11,,1,6,, +roberch01,1924,1,CHA,AL,17,33,3,6,1,0,0,3,0,0,2,2,,0,3,, +roberge01,1924,1,SLA,AL,121,439,70,140,25,4,4,52,3,5,36,14,,2,6,, +roberji01,1924,1,BRO,NL,11,7,0,1,0,0,0,0,0,0,1,1,,0,0,, +roettos01,1924,1,NYA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rommeed01,1924,1,PHA,AL,45,95,4,15,0,0,0,6,0,1,4,12,,0,6,, +rossbu01,1924,1,BOS,AL,30,25,2,5,2,0,0,0,0,0,2,9,,0,0,, +roushed01,1924,1,CIN,NL,121,483,67,168,23,21,3,72,17,13,22,11,,0,14,, +roylu01,1924,1,CLE,AL,16,15,1,4,0,0,0,0,0,0,0,3,,0,1,, +ruelmu01,1924,1,WS1,AL,149,501,50,142,20,2,0,57,7,11,62,20,,7,29,, +ruethdu01,1924,1,BRO,NL,34,62,5,15,1,1,0,4,0,0,5,2,,0,1,, +ruffire01,1924,1,BOS,AL,8,7,0,1,0,1,0,0,0,0,0,1,,0,0,, +russeal01,1924,1,WS1,AL,37,18,2,5,1,0,0,0,0,0,4,10,,0,1,, +ruthba01,1924,1,NYA,AL,153,529,143,200,39,7,46,121,9,13,142,81,,4,6,, +ryanro01,1924,1,NY1,NL,37,36,3,5,1,0,0,3,0,0,3,12,,0,1,, +salefr01,1924,1,PIT,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sanbegu01,1924,1,CIN,NL,24,52,1,9,0,0,0,3,0,0,2,7,,0,2,, +sandhe01,1924,1,PHI,NL,137,539,79,132,21,6,6,40,5,4,52,57,,4,9,, +schalra01,1924,1,CHA,AL,57,153,15,30,4,2,1,11,1,5,21,10,,2,6,, +schanwa01,1924,1,NYA,AL,114,356,46,104,19,7,5,52,2,6,48,43,,4,13,, +schmiwa01,1924,1,PIT,NL,58,177,16,43,3,2,1,20,6,1,13,5,,0,4,, +schuljo03,1924,1,SLN,NL,12,12,0,2,0,0,0,2,0,0,3,0,,0,1,, +schuljo03,1924,2,PHI,NL,88,284,35,80,15,1,5,29,6,2,20,18,,0,7,, +schulwe01,1924,1,CHA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +scottev01,1924,1,NYA,AL,153,548,56,137,12,6,4,64,3,7,21,15,,0,18,, +severha01,1924,1,SLA,AL,137,432,37,133,23,2,4,48,1,6,36,15,,1,31,, +seweljo01,1924,1,CLE,AL,153,594,99,188,45,5,4,106,3,3,67,13,,2,22,, +sewellu01,1924,1,CLE,AL,63,165,27,48,9,1,0,17,1,0,22,13,,4,3,, +shankho01,1924,1,BOS,AL,72,193,22,50,16,3,0,25,1,0,21,12,,0,9,, +shautjo01,1924,1,CLE,AL,46,107,17,34,7,1,1,11,1,0,7,15,,0,3,, +shawkbo01,1924,1,NYA,AL,38,69,12,22,4,1,1,15,0,0,7,5,,1,4,, +shayma01,1924,1,BSN,NL,19,68,4,16,3,1,0,2,2,1,5,5,,1,0,, +sheehto02,1924,1,CIN,NL,41,58,5,18,4,0,0,8,0,1,3,6,,0,0,, +sheelea01,1924,1,CHA,AL,146,535,84,171,34,3,3,103,7,4,95,28,,4,28,, +shepara01,1924,1,SLN,NL,3,6,1,0,0,0,0,0,0,0,0,3,,0,0,, +sherdbi01,1924,1,SLN,NL,49,75,4,15,4,0,0,8,0,0,13,9,,0,1,, +sherled01,1924,1,PHA,AL,4,2,2,1,1,0,0,0,0,0,0,0,,0,0,, +shielbe01,1924,1,NYA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shielvi01,1924,1,SLN,NL,3,5,0,2,0,0,0,1,0,0,0,0,,0,0,, +shirlmu01,1924,1,WS1,AL,30,77,12,18,2,2,0,16,0,0,3,7,,0,7,, +shockur01,1924,1,SLA,AL,40,67,11,16,2,0,0,7,0,0,22,14,,1,9,, +shortch01,1924,1,CIN,NL,41,69,7,19,3,0,0,6,0,0,4,2,,0,2,, +simmoal01,1924,1,PHA,AL,152,594,69,183,31,9,8,102,16,15,30,60,,2,18,, +simonsy01,1924,1,SLA,AL,23,32,5,8,1,1,0,6,0,0,3,5,,0,0,, +sislege01,1924,1,SLA,AL,151,636,94,194,27,10,9,74,19,17,31,29,,3,14,, +smithbo02,1924,1,BSN,NL,106,347,32,79,12,3,2,38,5,2,15,26,,0,6,, +smithca01,1924,1,WS1,AL,5,10,1,2,0,0,0,0,0,0,0,3,,0,0,, +smithea02,1924,1,BSN,NL,33,59,1,16,3,0,0,8,0,1,6,3,,0,1,, +smithea02,1924,2,PIT,NL,39,111,12,41,10,1,4,21,2,0,13,4,,0,4,, +smithja03,1924,1,SLN,NL,124,459,91,130,18,6,2,33,24,16,33,27,,1,9,, +smithsh01,1924,1,CLE,AL,40,89,7,18,3,0,1,5,0,1,3,16,,1,4,, +snydefr01,1924,1,NY1,NL,118,354,37,107,18,3,5,53,3,0,30,43,,0,6,, +songedo01,1924,1,PIT,NL,4,2,0,0,0,0,0,0,0,0,0,0,,0,0,, +sothoal01,1924,1,SLN,NL,29,72,6,14,2,0,0,3,0,0,1,12,,0,5,, +southbi01,1924,1,NY1,NL,94,281,40,72,13,0,3,36,1,6,32,16,,0,12,, +speaktr01,1924,1,CLE,AL,135,486,94,167,36,9,9,65,5,7,72,13,,4,13,, +speecby01,1924,1,WS1,AL,21,20,1,3,1,1,0,1,0,0,0,5,,0,0,, +sperbed01,1924,1,BSN,NL,24,59,8,17,2,0,1,12,3,1,10,9,,1,4,, +spurgfr01,1924,1,CLE,AL,3,7,0,1,1,0,0,0,0,0,0,0,,1,0,, +statzji01,1924,1,CHN,NL,135,549,69,152,22,5,3,49,13,9,37,50,,2,13,, +steenmi01,1924,1,CHA,AL,3,1,0,0,0,0,0,0,0,0,0,0,,0,0,, +steinra01,1924,1,PIT,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +steinra01,1924,2,PHI,NL,9,10,1,3,0,0,0,0,0,0,0,3,,0,0,, +stengca01,1924,1,BSN,NL,131,461,57,129,20,6,5,39,13,13,45,39,,3,9,, +stephri01,1924,1,CLE,AL,71,240,33,89,20,0,4,44,1,2,27,10,,2,3,, +stockmi01,1924,1,BRO,NL,142,561,66,136,14,4,2,52,3,8,26,32,,1,19,, +stonear01,1924,1,PIT,NL,26,15,1,2,0,0,0,0,0,0,0,4,,0,0,, +stoneli01,1924,1,DET,AL,37,77,3,15,5,0,2,7,0,0,4,15,,0,1,, +stranpa01,1924,1,PHA,AL,47,167,15,38,9,4,0,13,3,3,4,9,,2,2,, +strunam01,1924,1,CHA,AL,1,1,0,0,0,0,0,0,0,0,0,0,,0,0,, +strunam01,1924,2,PHA,AL,30,42,5,6,0,0,0,1,0,0,7,4,,0,0,, +strykdu01,1924,1,BSN,NL,20,23,1,5,1,0,0,0,0,0,0,2,,0,0,, +stuarjo01,1924,1,SLN,NL,30,54,5,11,1,0,0,3,0,0,2,6,,0,1,, +summaho01,1924,1,CLE,AL,111,390,55,113,21,6,2,38,4,2,11,16,,1,7,, +tatebe01,1924,1,WS1,AL,21,43,2,13,2,0,0,7,0,0,1,2,,0,1,, +tayloto01,1924,1,WS1,AL,26,73,11,19,3,1,0,10,2,0,2,8,,1,1,, +tayloza02,1924,1,BRO,NL,99,345,36,100,9,4,1,39,0,1,14,14,,1,8,, +terrybi01,1924,1,NY1,NL,77,163,26,39,7,2,5,24,1,1,17,18,,0,0,, +theveto01,1924,1,SLN,NL,23,89,4,18,4,1,0,7,1,3,1,6,,0,3,, +thomahe01,1924,1,BSN,NL,32,127,12,28,4,1,1,8,5,2,9,8,,3,0,, +thurssl01,1924,1,CHA,AL,51,122,15,31,6,3,1,9,0,0,5,14,,1,5,, +tiernco01,1924,1,BSN,NL,136,505,38,131,16,1,6,58,11,8,22,37,,4,8,, +tobinja01,1924,1,SLA,AL,136,569,87,170,30,8,2,48,6,10,50,12,,2,8,, +todtph01,1924,1,BOS,AL,52,103,17,27,8,2,1,14,0,1,6,9,,1,1,, +toporsp01,1924,1,SLN,NL,70,198,30,62,10,3,1,24,2,3,11,14,,4,3,, +traynpi01,1924,1,PIT,NL,142,545,86,160,26,13,5,82,24,18,37,26,,1,13,, +uhlege01,1924,1,CLE,AL,59,107,10,33,6,1,1,19,0,1,4,8,,1,0,, +vanceda01,1924,1,BRO,NL,35,106,7,16,0,0,2,11,0,0,10,29,,1,8,, +vangiel01,1924,1,SLA,AL,43,44,7,13,5,0,1,9,0,1,3,7,,0,0,, +veachbo01,1924,1,BOS,AL,142,519,77,153,35,9,5,99,5,5,47,18,,5,28,, +vicker01,1924,1,SLN,NL,16,23,2,8,1,0,0,0,0,0,3,3,,0,0,, +vinesbo01,1924,1,SLN,NL,2,4,0,0,0,0,0,0,0,0,0,1,,0,0,, +vogelot01,1924,1,CHN,NL,70,172,28,46,11,2,1,24,4,4,10,26,,3,7,, +voigtol01,1924,1,SLA,AL,8,4,2,1,0,1,0,0,0,0,1,0,,0,0,, +walberu01,1924,1,PHA,AL,6,2,0,1,0,0,0,0,0,0,0,1,,0,0,, +walkecu01,1924,1,PHI,NL,24,71,11,21,6,1,1,8,0,1,7,4,,0,2,, +walkecu01,1924,2,CIN,NL,109,397,55,119,21,10,4,46,7,5,44,15,,1,10,, +waltero01,1924,1,CLE,AL,32,74,10,19,2,0,0,5,0,1,10,6,,0,3,, +wambsbi01,1924,1,BOS,AL,156,632,93,174,41,5,0,49,14,8,54,33,,4,37,, +wardaa01,1924,1,NYA,AL,120,400,42,101,13,10,8,66,1,4,40,45,,2,23,, +watsomu01,1924,1,NY1,NL,22,35,4,9,0,2,2,11,0,0,2,11,,0,0,, +wayenfr01,1924,1,CLE,AL,2,2,1,1,0,0,0,0,0,0,0,0,,0,0,, +weinele01,1924,1,PHI,NL,8,4,0,0,0,0,0,0,0,0,0,2,,0,0,, +weisbu01,1924,1,CHN,NL,37,133,19,37,8,1,0,23,4,5,15,14,,1,4,, +welchfr01,1924,1,PHA,AL,94,293,47,85,13,2,5,31,2,3,35,27,,3,14,, +wellsed01,1924,1,DET,AL,29,33,2,7,2,0,0,3,0,0,0,11,,0,2,, +wendele01,1924,1,PHI,NL,21,32,3,8,1,0,0,2,0,0,3,5,,0,0,, +wheatza01,1924,1,BRO,NL,141,566,92,212,41,8,14,97,3,4,49,18,,4,5,, +wheelri01,1924,1,CHN,NL,29,32,3,7,0,0,0,2,0,0,0,3,,0,0,, +whiteea01,1924,1,DET,AL,37,89,11,19,1,1,0,7,0,0,9,18,,0,1,, +willicy01,1924,1,PHI,NL,148,558,101,183,31,11,24,93,7,12,67,49,,3,8,, +willide01,1924,1,BOS,AL,25,85,17,31,3,0,0,4,3,3,10,5,,1,0,, +willike01,1924,1,SLA,AL,114,398,78,129,21,4,18,84,20,11,69,17,,1,11,, +wilsofr01,1924,1,BSN,NL,61,215,20,51,7,0,1,15,3,4,23,22,,0,3,, +wilsoha01,1924,1,NY1,NL,107,383,62,113,19,12,10,57,4,3,44,46,,1,6,, +wilsoji01,1924,1,PHI,NL,95,280,32,78,16,3,6,39,5,4,17,12,,1,6,, +wilsote01,1924,1,BRO,NL,2,1,0,0,0,0,0,0,0,0,0,1,,0,0,, +wingaer01,1924,1,SLA,AL,37,77,8,18,1,1,3,10,0,0,1,10,,1,4,, +wingfte01,1924,1,WS1,AL,4,2,1,0,0,0,0,0,0,0,0,0,,0,0,, +wingfte01,1924,2,BOS,AL,4,9,0,3,0,0,0,0,0,0,1,0,,0,0,, +wingoal01,1924,1,DET,AL,78,150,21,43,12,2,1,26,2,5,21,13,,0,3,, +wingoiv01,1924,1,CIN,NL,66,192,21,55,5,4,1,23,1,1,14,8,,1,6,, +wintecl01,1924,1,BOS,AL,4,3,0,1,0,0,0,0,0,0,0,1,,0,0,, +wirtske01,1924,1,CHA,AL,6,12,0,1,0,0,0,0,1,0,2,2,,0,1,, +wittwh01,1924,1,NYA,AL,147,600,88,178,26,5,1,36,9,7,45,20,,0,15,, +woehran01,1924,1,PHI,NL,50,152,11,33,4,5,0,17,2,2,5,8,,2,3,, +woodala01,1924,1,DET,AL,67,165,23,51,9,2,0,25,0,0,21,5,,0,4,, +woodsjo01,1924,1,BOS,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +workmho01,1924,1,BOS,AL,11,2,0,0,0,0,0,2,0,0,0,1,,0,0,, +wrighgl01,1924,1,PIT,NL,153,616,80,177,28,18,7,111,14,6,27,52,,1,18,, +wrighru01,1924,1,PHI,NL,118,388,55,119,24,4,7,58,5,4,27,15,,7,5,, +wyattjo01,1924,1,CLE,AL,4,12,1,2,0,0,0,1,0,0,2,1,,0,2,, +yarriru01,1924,1,BRO,NL,3,2,0,0,0,0,0,0,0,0,0,0,,0,0,, +ydeem01,1924,1,PIT,NL,50,88,8,21,1,3,1,9,0,0,0,13,,0,4,, +yeargal01,1924,1,BSN,NL,32,42,2,6,2,0,0,1,0,0,2,16,,0,2,, +yoterel01,1924,1,CLE,AL,19,66,3,18,1,1,0,7,0,0,5,8,,0,3,, +youngro01,1924,1,NY1,NL,133,526,112,187,33,12,10,74,11,9,77,31,,3,6,, +yowelca01,1924,1,CLE,AL,4,11,0,2,0,0,0,1,0,0,0,1,,0,0,, +zachato01,1924,1,WS1,AL,33,72,7,22,1,0,0,8,0,0,5,8,,0,4,, +zahnipa01,1924,1,WS1,AL,24,31,2,4,0,0,0,2,0,0,3,13,,0,1,, +adamsba01,1925,1,PIT,NL,33,31,3,7,1,0,0,1,0,0,3,6,,0,1,, +adamsbo01,1925,1,BOS,AL,2,3,1,1,0,0,0,0,0,0,0,0,,0,0,, +adamssp01,1925,1,CHN,NL,149,627,95,180,29,8,2,48,26,12,44,15,,7,9,, +adamssp02,1925,1,WS1,AL,39,55,11,15,4,1,0,4,1,1,5,4,,0,3,, +aldrivi01,1925,1,PIT,NL,30,86,3,20,0,0,1,10,0,0,0,4,,0,2,, +alexape01,1925,1,CHN,NL,32,79,7,19,4,1,2,12,0,2,1,5,,0,9,, +anderbi01,1925,1,BSN,NL,2,1,0,0,0,0,0,0,0,0,0,0,,0,0,, +andreel01,1925,1,PHA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +archdma01,1925,1,CHA,AL,10,9,2,1,0,0,0,0,0,0,2,1,,0,1,, +ashke01,1925,1,CHA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +austiji01,1925,1,SLA,AL,1,1,0,0,0,0,0,0,0,0,0,0,,0,0,, +bagwebi01,1925,1,PHA,AL,36,50,4,15,2,1,0,10,0,0,2,2,,0,2,, +baldwha01,1925,1,NY1,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ballowi01,1925,1,WS1,AL,10,7,1,1,1,0,0,0,0,0,0,3,,0,0,, +bancrda01,1925,1,BSN,NL,128,479,75,153,29,8,2,49,7,4,64,22,,0,17,, +barneje01,1925,1,BSN,NL,32,81,11,16,0,0,1,10,0,0,3,6,,0,3,, +barnevi01,1925,1,NY1,NL,32,89,4,9,0,0,0,0,0,1,0,26,,0,2,, +barnhcl01,1925,1,PIT,NL,142,539,85,175,32,11,4,114,9,5,59,25,,0,19,, +barrebi02,1925,1,CHA,AL,81,245,44,89,23,3,3,40,5,6,24,27,,0,8,, +barrebo01,1925,1,CHN,NL,14,32,1,10,1,0,0,7,1,2,1,4,,0,2,, +barrebo01,1925,2,BRO,NL,1,1,0,0,0,0,0,1,0,0,0,0,,0,0,, +bassljo01,1925,1,DET,AL,121,344,40,96,19,3,0,52,1,1,74,6,,1,14,, +batchjo01,1925,1,BSN,NL,4,1,0,0,0,0,0,0,0,0,0,1,,0,0,, +baumgst01,1925,1,PHA,AL,37,30,3,7,2,0,0,3,0,0,1,7,,0,1,, +beallwa01,1925,1,NYA,AL,8,3,0,0,0,0,0,0,0,0,0,1,,0,0,, +bedfoge01,1925,1,CLE,AL,2,3,1,0,0,0,0,0,0,0,0,1,,0,0,, +bellle01,1925,1,SLN,NL,153,586,80,167,29,9,11,88,4,5,43,47,,0,10,, +bendech01,1925,1,CHA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bengera01,1925,1,CLE,AL,2,5,1,2,0,0,0,0,0,0,0,1,,0,0,, +bengobe01,1925,1,NYA,AL,95,283,17,73,14,2,0,23,0,2,19,9,,0,6,, +bennehe01,1925,1,SLA,AL,93,298,46,83,11,6,2,37,4,10,18,16,,2,7,, +bentlja01,1925,1,NY1,NL,64,99,10,30,5,2,3,18,0,0,9,11,,0,1,, +bentola01,1925,1,BSN,NL,32,58,6,14,2,0,0,1,1,0,3,20,,0,8,, +bentoru01,1925,1,CIN,NL,33,45,0,9,2,0,0,4,0,0,4,3,,0,4,, +berrych02,1925,1,PHA,AL,10,14,1,3,1,0,0,3,0,0,0,2,,0,0,, +bettshu01,1925,1,PHI,NL,37,34,5,10,2,0,0,6,0,0,3,4,,0,0,, +biemiha01,1925,1,CIN,NL,23,9,0,0,0,0,0,0,0,0,3,4,,0,0,, +bigbeca01,1925,1,PIT,NL,66,126,31,30,7,0,0,8,2,2,7,8,,0,4,, +bischjo01,1925,1,CHA,AL,7,11,1,1,0,0,0,0,0,0,1,5,,0,0,, +bischjo01,1925,2,BOS,AL,41,133,13,37,9,1,1,16,1,2,6,11,,0,3,, +bishoma01,1925,1,PHA,AL,105,368,66,103,18,4,4,27,5,9,87,37,,2,9,, +bladera01,1925,1,SLN,NL,122,462,112,158,37,8,12,57,6,8,59,47,,6,5,, +blaehge01,1925,1,SLA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +blakesh01,1925,1,CHN,NL,36,79,4,12,1,0,0,7,0,0,2,21,,0,3,, +blankte01,1925,1,CHA,AL,40,88,7,18,2,2,2,15,0,0,4,23,,0,4,, +bluegos01,1925,1,WS1,AL,145,522,77,150,27,4,4,79,16,15,59,56,,2,24,, +bluelu01,1925,1,DET,AL,150,532,91,163,18,9,3,94,19,5,83,29,,3,34,, +bohnesa01,1925,1,CIN,NL,73,214,24,55,9,1,2,24,6,4,14,14,,0,7,, +booneik01,1925,1,BOS,AL,133,476,79,157,34,5,9,68,1,4,60,19,,1,8,, +bottoji01,1925,1,SLN,NL,153,619,92,227,44,12,21,128,3,4,47,36,,2,13,, +bradyne01,1925,1,CIN,NL,20,25,4,6,0,1,0,2,0,0,1,8,,0,0,, +braxtga01,1925,1,NYA,AL,3,6,1,2,0,0,0,1,0,0,0,1,,0,0,, +bressru01,1925,1,CIN,NL,97,319,43,111,17,6,4,61,9,5,40,16,,2,7,, +bretthe01,1925,1,CHN,NL,10,1,0,0,0,0,0,0,0,0,0,1,,0,0,, +brookma01,1925,1,CHN,NL,90,349,55,98,25,7,14,72,10,3,19,28,,2,7,, +browned02,1925,1,BRO,NL,153,618,88,189,39,11,5,99,3,4,22,18,,2,24,, +brownju01,1925,1,CHN,NL,2,1,0,0,0,0,0,0,0,0,0,1,,0,0,, +brownll01,1925,1,BRO,NL,17,23,1,2,0,0,0,1,0,0,0,5,,0,1,, +bruggfr01,1925,1,CIN,NL,6,14,2,3,0,0,0,1,0,0,2,0,,0,0,, +buckega01,1925,1,CLE,AL,30,62,7,14,3,0,3,9,0,0,2,13,,0,3,, +burkele01,1925,1,DET,AL,77,180,32,52,6,3,0,24,4,1,17,8,,2,14,, +burnsge01,1925,1,PHI,NL,88,349,65,102,29,1,1,22,4,8,33,20,,0,7,, +burnsge02,1925,1,CLE,AL,127,488,69,164,41,4,6,79,16,11,24,24,,3,8,, +burrudi01,1925,1,BSN,NL,152,588,82,200,41,4,5,87,8,9,51,29,,3,10,, +bushgu01,1925,1,CHN,NL,42,57,3,11,0,0,0,2,0,0,2,5,,0,3,, +bushjo01,1925,1,SLA,AL,57,102,10,26,12,0,2,18,2,0,6,8,,0,1,, +caldwch01,1925,1,NYA,AL,3,1,0,0,0,0,0,0,0,0,0,0,,0,0,, +cantrgu01,1925,1,BRO,NL,14,9,1,0,0,0,0,0,0,0,0,4,,1,0,, +careyma01,1925,1,PIT,NL,133,542,109,186,39,13,5,44,46,11,66,19,,4,8,, +carlsha01,1925,1,PHI,NL,38,93,9,17,1,0,2,8,0,1,5,14,,0,2,, +carlyro01,1925,1,WS1,AL,1,1,0,0,0,0,0,0,0,0,0,1,,0,0,, +carlyro01,1925,2,BOS,AL,93,276,36,90,20,3,7,49,1,1,16,28,,1,7,, +carroow01,1925,1,DET,AL,11,16,4,6,1,0,0,4,0,0,0,1,,0,0,, +cartebl01,1925,1,NY1,NL,1,4,0,0,0,0,0,0,0,0,0,1,,0,0,, +cavenik01,1925,1,CIN,NL,115,358,38,89,9,5,2,47,2,0,28,31,,0,15,, +churrjo01,1925,1,CHN,NL,3,6,1,3,0,0,0,1,0,0,0,0,,0,0,, +clancbu01,1925,1,CHA,AL,4,3,0,0,0,0,0,0,0,0,1,0,,0,0,, +clouged01,1925,1,SLN,NL,3,4,0,1,0,0,0,0,0,0,0,0,,0,0,, +cobbty01,1925,1,DET,AL,121,415,97,157,31,12,12,102,13,9,65,12,,5,5,, +cochrmi01,1925,1,PHA,AL,134,420,69,139,21,5,6,55,7,4,44,19,,2,8,, +colebe01,1925,1,DET,AL,14,11,1,3,0,0,0,1,0,0,1,2,,0,0,, +colebe01,1925,2,CLE,AL,13,13,2,2,0,0,0,0,0,0,3,2,,0,0,, +collied01,1925,1,CHA,AL,118,425,80,147,26,3,3,80,19,6,87,8,,4,17,, +colliri01,1925,1,DET,AL,26,42,0,5,0,0,0,3,0,0,1,15,,0,2,, +collish01,1925,1,BOS,AL,2,3,1,1,0,0,0,1,0,0,0,0,,0,0,, +combsea01,1925,1,NYA,AL,150,593,117,203,36,13,3,61,12,13,65,43,,4,11,, +connasa01,1925,1,CHA,AL,40,28,4,7,1,1,0,3,0,0,2,3,,0,4,, +connobu01,1925,1,BOS,AL,43,107,12,28,7,1,0,21,0,3,23,9,,0,2,, +cooneji02,1925,1,SLN,NL,54,187,27,51,11,2,0,18,1,3,4,5,,1,10,, +coonejo01,1925,1,BSN,NL,54,103,17,33,7,0,0,13,1,0,3,6,,1,5,, +coopewi01,1925,1,CHN,NL,32,82,12,17,2,1,2,10,0,1,1,4,,1,1,, +corgach01,1925,1,BRO,NL,14,47,4,8,1,1,0,0,0,0,3,9,,0,1,, +couchjo01,1925,1,PHI,NL,34,31,1,5,0,0,1,2,0,0,0,6,,0,1,, +couside01,1925,1,BSN,NL,1,0,0,0,0,0,0,0,0,0,0,0,,0,0,, +covelst01,1925,1,WS1,AL,32,81,3,9,0,0,0,7,0,1,1,25,,1,11,, +coxdi01,1925,1,BRO,NL,122,434,68,143,23,10,7,64,4,3,37,29,,0,6,, +critzhu01,1925,1,CIN,NL,144,541,74,150,14,8,2,51,13,13,34,17,,1,21,, +crousbu01,1925,1,CHA,AL,54,131,18,46,7,0,2,25,1,2,12,4,,1,1,, +crumpro01,1925,1,PHI,NL,3,2,0,0,0,0,0,0,0,0,0,1,,0,0,, +cullobu01,1925,1,PIT,NL,9,3,0,0,0,0,0,0,0,0,0,3,,0,1,, +cuyleki01,1925,1,PIT,NL,153,617,144,220,43,26,18,102,41,13,58,56,,13,12,, +cvengmi01,1925,1,CHA,AL,22,33,6,5,1,0,0,1,0,1,4,4,,0,3,, +danfoda01,1925,1,SLA,AL,38,46,3,8,0,0,0,2,0,0,4,8,,1,5,, +daussho01,1925,1,DET,AL,35,81,10,15,3,1,1,12,0,0,10,18,,0,0,, +daviech01,1925,1,NY1,NL,4,6,1,0,0,0,0,0,0,0,0,1,,0,0,, +davisdi01,1925,1,SLA,AL,35,64,4,11,0,0,0,3,0,0,2,4,,0,5,, +davisik01,1925,1,CHA,AL,146,562,105,135,31,9,0,61,19,14,71,58,,7,40,, +daype01,1925,1,SLN,NL,17,13,1,2,0,0,0,0,0,0,0,5,,0,0,, +deanwa01,1925,1,NY1,NL,33,51,7,12,2,1,1,7,0,0,3,12,,0,0,, +deberha01,1925,1,BRO,NL,67,193,26,50,8,1,2,24,2,2,16,8,,2,7,, +decatar01,1925,1,BRO,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +decatar01,1925,2,PHI,NL,25,41,1,2,0,0,0,0,1,0,2,16,,0,4,, +devinmi01,1925,1,NY1,NL,21,33,6,9,3,0,0,4,0,0,2,3,,0,0,, +dibutpe01,1925,1,CIN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dickele01,1925,1,SLN,NL,29,44,1,5,1,1,0,2,0,0,0,12,,0,3,, +dixonle01,1925,1,SLA,AL,76,205,27,46,11,1,1,19,3,2,24,42,,4,6,, +donohpe01,1925,1,CIN,NL,43,109,13,32,3,1,1,12,0,0,4,9,,1,7,, +douglas01,1925,1,CIN,NL,7,17,1,3,0,0,0,1,0,0,1,3,,0,0,, +douthta01,1925,1,SLN,NL,30,73,13,20,3,1,1,8,0,0,2,6,,2,3,, +doyleje01,1925,1,DET,AL,45,33,6,8,2,1,2,4,0,0,1,3,,0,0,, +dressch01,1925,1,CIN,NL,76,215,35,59,8,2,3,19,5,3,12,4,,2,8,, +duganjo01,1925,1,NYA,AL,102,404,50,118,19,4,0,31,2,4,19,20,,4,14,, +durnige01,1925,1,PHI,NL,5,14,3,5,0,0,0,1,0,0,2,1,,0,0,, +durocle01,1925,1,NYA,AL,2,1,1,0,0,0,0,0,0,0,0,0,,0,0,, +dyered01,1925,1,SLN,NL,31,31,4,3,1,0,0,0,1,1,3,1,,0,1,, +dykesji01,1925,1,PHA,AL,122,465,93,150,32,11,5,55,3,2,46,49,,8,14,, +edwarfo01,1925,1,BSN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +edwarji01,1925,1,CLE,AL,13,9,0,1,0,0,0,0,0,0,0,4,,0,0,, +edwarji01,1925,2,CHA,AL,9,17,0,3,0,0,0,2,0,0,0,2,,0,0,, +ehmkeho01,1925,1,BOS,AL,34,88,6,13,2,0,0,5,0,0,4,11,,0,6,, +ehrharu01,1925,1,BRO,NL,36,71,6,15,3,0,1,7,0,0,5,17,,0,2,, +eichrik01,1925,1,CLE,AL,15,52,4,12,3,1,0,4,0,0,2,7,,0,1,, +ellioju01,1925,1,BRO,NL,3,4,0,0,0,0,0,0,0,0,0,3,,0,0,, +elshro01,1925,1,CHA,AL,32,48,6,9,1,0,0,4,2,0,5,7,,0,1,, +englech01,1925,1,PHA,AL,1,0,0,0,0,0,0,0,0,0,0,0,,0,0,, +ensje01,1925,1,PIT,NL,3,5,2,1,0,0,1,2,0,0,0,1,,0,1,, +evansjo01,1925,1,SLA,AL,55,159,27,50,12,0,0,20,6,2,16,6,,0,8,, +ezzelho01,1925,1,BOS,AL,58,186,40,53,6,4,0,15,9,7,19,18,,0,10,, +faberre01,1925,1,CHA,AL,34,77,3,8,1,0,0,4,0,0,10,24,,2,6,, +falkbi01,1925,1,CHA,AL,154,602,80,181,35,9,4,99,4,5,51,25,,2,22,, +falkch01,1925,1,SLA,AL,17,8,3,5,0,0,0,0,1,0,2,0,,0,0,, +farredo01,1925,1,NY1,NL,27,56,6,12,1,0,0,4,0,1,4,6,,0,2,, +felixgu01,1925,1,BSN,NL,121,459,60,141,25,7,2,66,5,5,30,34,,5,13,, +fergual01,1925,1,BOS,AL,5,4,1,0,0,0,0,0,0,0,1,2,,0,0,, +fergual01,1925,2,NYA,AL,21,15,0,2,1,0,0,1,0,0,0,4,,0,2,, +fergual01,1925,3,WS1,AL,7,20,2,1,0,0,0,0,0,0,1,10,,0,4,, +fewstch01,1925,1,CLE,AL,93,294,39,73,16,1,1,38,6,9,36,25,,0,13,, +fillida01,1925,1,PHI,NL,5,3,2,0,0,0,0,0,0,0,2,0,,0,0,, +fitzsfr01,1925,1,NY1,NL,10,29,3,9,1,0,0,4,0,0,0,4,,1,1,, +flackma01,1925,1,SLN,NL,79,241,23,60,7,8,0,28,5,3,21,9,,0,4,, +flagsir01,1925,1,BOS,AL,148,572,84,160,38,2,6,61,5,6,63,30,,5,14,, +fonsele01,1925,1,PHI,NL,126,467,78,149,30,5,7,60,6,2,21,42,,3,15,, +fordho01,1925,1,BRO,NL,66,216,32,59,11,0,1,15,0,3,26,15,,2,3,, +fothebo01,1925,1,DET,AL,71,204,38,72,14,0,2,28,3,2,6,3,,2,11,, +fournja01,1925,1,BRO,NL,145,545,99,191,21,16,22,130,4,6,86,39,,8,10,, +fowlebo01,1925,1,CIN,NL,6,5,0,2,1,0,0,2,0,0,0,1,,0,0,, +foxxji01,1925,1,PHA,AL,10,9,2,6,1,0,0,0,0,0,0,1,,0,0,, +francra01,1925,1,NYA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +francra01,1925,2,BOS,AL,6,8,0,1,0,0,0,0,0,0,2,3,,0,0,, +freezja01,1925,1,CHA,AL,2,1,0,0,0,0,0,0,0,0,0,1,,0,0,, +freigho01,1925,1,SLN,NL,9,26,2,4,0,0,0,0,0,0,2,1,,0,0,, +freigho01,1925,2,CHN,NL,117,476,77,146,22,10,8,71,10,6,30,31,,1,16,, +frencwa01,1925,1,PHA,AL,67,100,20,37,9,0,0,14,1,1,1,9,,0,3,, +fribebe01,1925,1,CHN,NL,44,152,12,39,5,3,1,16,0,1,14,22,,2,3,, +fribebe01,1925,2,PHI,NL,91,304,41,82,12,1,5,22,1,1,39,35,,0,5,, +friscfr01,1925,1,NY1,NL,120,502,89,166,26,6,11,48,21,12,32,14,,3,5,, +fuhros01,1925,1,BOS,AL,39,20,2,5,1,0,0,2,0,0,1,2,,0,0,, +fullecu01,1925,1,BOS,AL,4,10,2,2,1,0,0,0,0,0,0,3,,0,1,, +galloch01,1925,1,PHA,AL,149,481,52,116,11,4,3,71,16,9,59,28,,0,24,, +gastomi01,1925,1,SLA,AL,42,80,9,21,6,1,1,18,1,0,0,5,,0,6,, +gautrdo01,1925,1,PHA,AL,4,7,0,0,0,0,0,0,0,0,0,3,,0,0,, +gautrdo01,1925,2,BSN,NL,68,279,45,73,13,3,0,23,11,7,35,13,,1,4,, +gehrich01,1925,1,DET,AL,8,18,3,3,0,0,0,0,0,1,2,0,,0,0,, +gehrilo01,1925,1,NYA,AL,126,437,73,129,23,10,20,68,6,3,46,49,,2,12,, +genewjo01,1925,1,BSN,NL,34,55,5,15,0,0,0,5,0,0,0,10,,0,4,, +gerbewa01,1925,1,SLA,AL,72,246,29,67,13,1,0,19,1,2,26,15,,1,4,, +geygach01,1925,1,BOS,AL,3,11,0,2,0,0,0,0,0,0,0,2,,0,0,, +giardjo01,1925,1,SLA,AL,30,53,2,3,0,0,0,5,0,0,5,20,,0,3,, +gibsofr01,1925,1,BSN,NL,104,316,36,88,23,5,2,50,3,3,15,28,,1,9,, +glassto01,1925,1,PHA,AL,2,2,0,0,0,0,0,1,0,0,0,0,,0,1,, +gonzami01,1925,1,SLN,NL,22,71,9,22,3,0,0,4,1,2,6,2,,2,1,, +gonzami01,1925,2,CHN,NL,70,197,26,52,13,1,3,18,2,1,13,15,,2,6,, +goochjo01,1925,1,PIT,NL,79,215,24,64,8,4,0,30,1,0,20,16,,0,2,, +goodwma01,1925,1,CIN,NL,4,4,0,1,0,0,0,0,0,0,0,1,,0,1,, +gosligo01,1925,1,WS1,AL,150,601,116,201,34,20,18,113,27,8,53,50,,6,10,, +gowdyha01,1925,1,NY1,NL,47,114,14,37,4,3,3,19,0,0,12,7,,0,3,, +grabojo01,1925,1,CHA,AL,21,46,5,14,4,1,0,10,0,1,2,4,,0,0,, +grahask01,1925,1,BSN,NL,34,44,4,6,3,0,0,3,0,0,0,21,,0,7,, +grantge01,1925,1,PIT,NL,114,359,74,117,24,6,8,52,14,4,50,29,,3,11,, +grantge02,1925,1,SLA,AL,12,4,1,1,0,0,0,0,0,0,0,1,,0,0,, +graydo02,1925,1,PHA,AL,32,67,4,12,1,0,0,5,0,0,6,17,,1,2,, +greenke01,1925,1,NY1,NL,29,62,5,5,1,0,0,2,0,0,1,19,,0,3,, +greenne01,1925,1,BRO,NL,11,7,0,2,0,0,0,1,0,0,0,3,,0,0,, +greggve01,1925,1,WS1,AL,26,14,1,3,0,1,0,2,0,0,0,4,,0,4,, +griffto01,1925,1,BRO,NL,7,4,2,0,0,0,0,0,1,0,3,2,,0,0,, +griffto01,1925,2,CHN,NL,76,235,38,67,12,1,7,27,2,4,21,11,,1,5,, +grigsde01,1925,1,CHN,NL,51,137,20,35,5,0,0,20,1,1,19,12,,0,12,, +grimebu01,1925,1,BRO,NL,34,96,12,24,4,1,1,14,0,0,8,25,,0,2,, +grimmch01,1925,1,CHN,NL,141,519,73,159,29,5,10,76,4,3,38,25,,0,10,, +grohhe01,1925,1,NY1,NL,25,65,7,15,4,0,0,4,0,0,6,3,,0,1,, +grosstu01,1925,1,BOS,AL,9,32,2,3,0,1,0,2,0,0,2,2,,1,0,, +grovele01,1925,1,PHA,AL,45,65,3,8,0,0,0,3,0,0,1,26,,0,2,, +haasmu01,1925,1,PIT,NL,4,3,1,0,0,0,0,0,0,0,0,1,,0,0,, +hafeych01,1925,1,SLN,NL,93,358,36,108,25,2,5,57,3,7,10,29,,0,7,, +haineje01,1925,1,SLN,NL,29,74,8,13,1,1,0,5,0,0,3,15,,0,3,, +halesa01,1925,1,PHA,AL,110,391,62,135,30,11,8,63,7,4,17,27,,2,16,, +hallabi01,1925,1,SLN,NL,6,3,0,1,0,0,0,0,0,0,0,1,,0,0,, +haneyfr01,1925,1,DET,AL,114,398,84,111,15,3,0,40,11,1,66,29,,2,17,, +hargrbu01,1925,1,CIN,NL,87,273,28,82,13,6,2,33,4,3,25,23,,1,3,, +hargrch01,1925,1,BRO,NL,45,83,9,23,3,1,0,13,1,1,6,1,,0,1,, +hargrpi01,1925,1,WS1,AL,5,6,0,3,0,0,0,0,0,0,1,2,,0,0,, +hargrpi01,1925,2,SLA,AL,67,225,34,64,15,2,8,43,2,0,13,13,,1,2,, +harpege02,1925,1,PHI,NL,132,495,86,173,35,7,18,97,10,8,28,32,,6,13,, +harrian02,1925,1,DET,AL,1,1,0,0,0,0,0,0,0,0,0,0,,0,0,, +harribu01,1925,1,WS1,AL,144,551,91,158,30,3,1,66,14,12,64,21,,9,41,, +harrida01,1925,1,BSN,NL,92,340,49,90,8,7,5,36,6,4,27,44,,1,9,, +harrijo03,1925,1,BOS,AL,8,19,4,3,0,1,1,2,0,0,5,5,,0,1,, +harrijo03,1925,2,WS1,AL,100,300,60,97,21,9,12,59,6,3,51,28,,5,7,, +harrisl01,1925,1,PHA,AL,46,88,7,18,2,0,1,15,0,0,1,24,,0,7,, +harrisp01,1925,1,CHA,AL,56,92,12,26,2,0,1,13,1,3,14,13,,1,2,, +hartlgr01,1925,1,NY1,NL,46,95,9,30,1,1,0,8,2,0,8,3,,1,2,, +hartnga01,1925,1,CHN,NL,117,398,61,115,28,3,24,67,1,5,36,77,,2,7,, +hawksch01,1925,1,PHI,NL,105,320,52,103,15,5,5,45,3,6,32,33,,2,12,, +heathcl01,1925,1,CHN,NL,109,380,57,100,14,5,5,39,15,11,39,26,,7,12,, +heilmha01,1925,1,DET,AL,150,573,97,225,40,11,13,134,6,6,67,27,,1,23,, +heimafr01,1925,1,PHA,AL,15,6,3,1,0,0,0,0,0,0,0,2,,0,0,, +hendrha01,1925,1,CLE,AL,25,28,2,8,1,2,0,9,0,0,3,5,,0,2,, +henlibu01,1925,1,PHI,NL,93,263,43,80,12,5,8,48,3,1,24,16,,8,6,, +herremi01,1925,1,BOS,AL,10,39,2,15,0,0,0,8,1,0,2,2,,0,1,, +hevinjo01,1925,1,BOS,AL,45,119,14,20,7,0,0,6,0,1,12,7,,0,1,, +highan01,1925,1,BRO,NL,44,115,11,23,4,1,0,6,0,1,14,5,,0,2,, +highan01,1925,2,BSN,NL,60,219,31,63,11,1,4,28,3,5,24,2,,1,7,, +hodapjo01,1925,1,CLE,AL,37,130,12,31,5,1,0,14,2,3,11,7,,0,5,, +hofmafr01,1925,1,NYA,AL,3,2,0,0,0,0,0,0,0,0,0,0,,0,0,, +hogansh01,1925,1,BSN,NL,9,21,2,6,1,1,0,3,0,0,1,3,,0,0,, +holkewa01,1925,1,PHI,NL,39,86,11,21,5,0,1,17,0,0,3,6,,0,4,, +holkewa01,1925,2,CIN,NL,65,232,24,65,8,4,1,20,1,3,17,12,,0,11,, +holloke01,1925,1,DET,AL,38,48,3,11,0,1,0,2,0,1,1,3,,0,4,, +holmwa01,1925,1,SLN,NL,13,58,10,12,1,1,0,2,1,0,3,1,,0,0,, +holtre01,1925,1,PHA,AL,27,88,13,24,7,0,1,8,0,0,12,9,,0,2,, +hoodab01,1925,1,BSN,NL,5,21,2,6,2,0,1,2,0,0,1,0,,0,1,, +hoopeha01,1925,1,CHA,AL,127,442,62,117,23,5,6,55,12,8,54,21,,5,17,, +hornsro01,1925,1,SLN,NL,138,504,133,203,41,10,39,143,5,3,83,39,,2,16,, +hoytwa01,1925,1,NYA,AL,46,79,5,24,2,3,0,8,0,1,2,1,,1,8,, +hubbebi01,1925,1,PHI,NL,2,1,0,0,0,0,0,0,0,0,0,0,,0,1,, +hubbebi01,1925,2,BRO,NL,33,20,2,3,1,0,0,2,0,0,4,7,,0,1,, +hubercl01,1925,1,PHI,NL,124,436,46,124,28,5,5,54,3,5,17,33,,0,7,, +hudgeji01,1925,1,CIN,NL,3,7,0,3,1,1,0,0,0,0,1,1,,0,0,, +huntzwa01,1925,1,NY1,NL,26,11,1,1,0,0,0,0,0,0,1,4,,0,0,, +hustaca01,1925,1,PHA,AL,6,22,2,3,0,0,0,2,0,0,2,3,,0,1,, +hutsoro01,1925,1,BRO,NL,7,8,1,4,0,0,0,1,0,0,1,1,,0,1,, +jackstr01,1925,1,NY1,NL,112,411,51,117,15,2,9,59,8,3,24,43,,2,7,, +jacobba01,1925,1,SLA,AL,142,540,103,184,30,9,15,76,8,11,45,26,,1,16,, +jacobel01,1925,1,CHN,NL,18,13,0,3,0,0,0,0,0,0,0,0,,0,0,, +jahnar01,1925,1,CHN,NL,58,226,30,68,10,8,0,37,2,2,11,20,,1,5,, +jamiech01,1925,1,CLE,AL,138,557,109,165,24,5,4,42,14,18,72,26,,3,11,, +jeanete01,1925,1,WS1,AL,15,19,2,5,1,0,1,4,1,0,3,2,,0,0,, +jenkito01,1925,1,BOS,AL,15,64,9,19,2,1,0,5,0,0,3,4,,1,3,, +johnser01,1925,1,NYA,AL,76,170,30,48,5,1,5,17,6,3,8,10,,0,4,, +johnsha01,1925,1,NYA,AL,24,17,2,1,0,0,0,0,0,0,3,3,,0,2,, +johnsji01,1925,1,BRO,NL,123,431,63,128,13,3,2,43,7,5,45,15,,4,10,, +johnssy01,1925,1,DET,AL,6,3,0,0,0,0,0,0,0,0,0,1,,0,0,, +johnswa01,1925,1,WS1,AL,36,97,12,42,6,1,2,20,0,1,3,6,,1,6,, +jonesbo01,1925,1,DET,AL,50,148,18,35,6,0,0,15,1,1,9,5,,0,7,, +jonespe01,1925,1,CHN,NL,28,39,2,6,0,0,0,2,0,0,0,9,,0,1,, +jonessa01,1925,1,NYA,AL,46,80,2,13,2,0,0,3,1,0,3,19,,2,10,, +judgejo01,1925,1,WS1,AL,112,376,65,118,31,5,8,66,7,12,55,21,,3,10,, +kalliru01,1925,1,BOS,AL,7,6,2,2,0,0,0,0,0,0,0,1,,0,0,, +kammwi01,1925,1,CHA,AL,152,509,82,142,32,4,6,83,11,13,90,36,,4,37,, +kampik01,1925,1,BSN,NL,24,12,1,2,0,0,0,0,0,0,1,1,,0,1,, +kanejo02,1925,1,CHA,AL,14,56,6,10,1,0,0,3,0,0,0,3,,1,4,, +karrbe01,1925,1,CLE,AL,46,92,11,24,5,0,1,17,0,0,7,8,,0,7,, +kaufmto01,1925,1,CHN,NL,31,78,8,15,7,0,2,13,0,0,2,17,,0,1,, +kearnte01,1925,1,CHN,NL,3,2,0,1,0,0,0,0,0,0,0,0,,0,0,, +keenvi01,1925,1,CHN,NL,30,25,2,6,1,0,0,1,0,0,0,8,,0,1,, +keeseji01,1925,1,PHA,AL,5,5,1,2,0,0,0,1,0,0,0,2,,0,0,, +kelleha01,1925,1,WS1,AL,6,4,0,0,0,0,0,0,0,0,0,0,,0,0,, +kellyge01,1925,1,NY1,NL,147,586,87,181,29,3,20,99,5,2,35,54,,2,10,, +kerrdi01,1925,1,CHA,AL,13,12,2,4,0,0,0,1,0,0,1,1,,0,1,, +kerrme01,1925,1,CHN,NL,1,0,1,0,0,0,0,0,0,0,0,0,,0,0,, +kibbiho01,1925,1,BSN,NL,11,41,5,11,2,0,0,2,0,0,5,6,,0,0,, +kiefejo01,1925,1,BOS,AL,2,4,0,0,0,0,0,0,0,0,0,0,,0,0,, +kimmiwa01,1925,1,PHI,NL,70,141,16,43,3,2,1,10,0,3,22,26,,0,1,, +kleeol01,1925,1,CIN,NL,3,1,0,0,0,0,0,0,0,0,0,1,,0,0,, +klugmjo01,1925,1,CLE,AL,38,85,12,28,9,2,0,12,3,1,8,4,,0,3,, +knighja01,1925,1,PHI,NL,40,44,7,9,2,0,0,4,0,0,3,17,,0,0,, +knodera01,1925,1,CLE,AL,45,108,13,27,5,0,0,11,3,3,10,4,,0,3,, +koehlpi01,1925,1,NY1,NL,12,2,1,0,0,0,0,0,0,0,0,1,,0,0,, +koenima01,1925,1,NYA,AL,28,110,14,23,6,1,0,4,0,1,5,4,,0,2,, +koupalo01,1925,1,PIT,NL,7,1,1,0,0,0,0,0,0,0,0,1,,0,0,, +kremera01,1925,1,PIT,NL,40,71,9,14,5,1,0,7,0,0,5,25,,0,5,, +krueger01,1925,1,CIN,NL,37,88,7,27,4,0,1,7,1,2,6,8,,0,2,, +lamarbi01,1925,1,PHA,AL,138,568,85,202,39,8,3,77,2,6,21,17,,0,15,, +lamotbo01,1925,1,SLA,AL,97,356,61,97,20,4,2,51,5,5,34,22,,1,11,, +leachfr01,1925,1,PHI,NL,65,292,47,91,15,4,5,28,1,2,5,21,,0,3,, +leecl01,1925,1,CLE,AL,77,230,43,74,15,6,4,42,2,1,21,33,,0,7,, +leedu01,1925,1,BOS,AL,84,255,22,57,7,3,0,19,2,3,34,19,,0,6,, +leibone01,1925,1,WS1,AL,56,84,14,23,1,1,0,7,1,0,8,7,,0,1,, +leonadu01,1925,1,DET,AL,18,50,6,10,3,0,0,6,0,0,2,7,,0,1,, +levsedu01,1925,1,CLE,AL,4,8,1,2,1,0,0,1,0,0,1,3,,0,1,, +lindsfr01,1925,1,NY1,NL,104,356,43,102,15,12,4,33,5,9,22,20,,2,5,, +loftudi01,1925,1,BRO,NL,51,131,16,31,6,0,0,13,2,0,5,5,,2,5,, +lucasre01,1925,1,BSN,NL,6,20,1,3,0,0,0,2,0,0,2,4,,0,1,, +luceyjo01,1925,1,BOS,AL,10,15,0,2,0,0,0,0,0,0,0,4,,0,0,, +luebbro01,1925,1,NYA,AL,8,15,1,0,0,0,0,3,0,0,2,6,,0,1,, +luquedo01,1925,1,CIN,NL,37,102,7,26,1,2,2,11,0,0,3,9,,1,4,, +lutzkru01,1925,1,CLE,AL,81,238,31,52,9,0,1,16,2,4,26,29,,0,19,, +lyleji01,1925,1,WS1,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lyonste01,1925,1,CHA,AL,43,97,6,18,3,0,0,7,0,0,3,13,,1,9,, +mackfr01,1925,1,CHA,AL,8,3,1,1,1,0,0,1,0,0,0,0,,0,0,, +mailsdu01,1925,1,SLN,NL,21,45,3,6,2,0,0,3,0,1,3,13,,0,2,, +malloju01,1925,1,CHA,AL,2,3,1,0,0,0,0,0,0,0,1,0,,0,0,, +mangule01,1925,1,CHA,AL,7,4,1,2,0,0,0,1,0,0,1,0,,0,0,, +mannle01,1925,1,BSN,NL,60,184,27,63,11,4,2,20,6,1,5,11,,4,6,, +manushe01,1925,1,DET,AL,99,278,46,84,14,3,5,47,8,3,24,21,,2,8,, +maranra01,1925,1,CHN,NL,75,266,37,62,10,3,0,23,6,5,29,20,,0,10,, +marbefi01,1925,1,WS1,AL,55,19,3,5,0,0,0,4,1,0,2,1,,0,2,, +marquji01,1925,1,NYA,AL,2,2,0,0,0,0,0,0,0,0,0,1,,0,0,, +marquru01,1925,1,BSN,NL,26,22,3,3,1,0,0,2,0,0,0,1,,0,0,, +marriwi01,1925,1,BSN,NL,103,370,37,99,9,1,1,40,3,8,28,26,,2,11,, +matthwi02,1925,1,WS1,AL,10,9,2,4,0,0,0,1,0,0,0,1,,0,0,, +mayja01,1925,1,CIN,NL,36,43,4,8,1,1,0,4,0,0,3,9,,0,0,, +maysca01,1925,1,CIN,NL,12,16,3,4,0,1,0,3,0,1,2,1,,0,0,, +mcaulik01,1925,1,CHN,NL,37,125,10,35,7,2,0,11,1,0,11,12,,1,8,, +mccrefr01,1925,1,CLE,AL,1,5,1,1,0,0,0,0,0,0,0,0,,0,0,, +mcgeefr01,1925,1,WS1,AL,2,3,0,0,0,0,0,0,0,0,0,1,,0,0,, +mcgrabo01,1925,1,BRO,NL,2,6,1,1,0,0,0,0,0,0,1,2,,0,1,, +mcinnst01,1925,1,PIT,NL,59,155,19,57,10,4,0,24,1,1,17,1,,2,1,, +mcmanma01,1925,1,SLA,AL,154,587,108,169,44,8,13,90,5,11,73,69,,5,13,, +mcmulhu01,1925,1,NY1,NL,5,15,1,2,1,0,0,0,0,0,0,3,,0,0,, +mcnalmi01,1925,1,WS1,AL,12,21,1,3,0,0,0,0,0,0,1,4,,0,0,, +mcnamti01,1925,1,BSN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcneeea01,1925,1,WS1,AL,122,385,76,110,14,2,3,37,15,16,48,54,,9,10,, +mcnulpa01,1925,1,CLE,AL,118,373,70,117,18,2,6,43,7,7,47,23,,1,11,, +mcquihu01,1925,1,NY1,NL,16,21,0,3,0,0,0,0,0,0,2,8,,0,1,, +meadole01,1925,1,PIT,NL,35,97,10,17,3,0,1,7,0,0,7,21,,1,5,, +merklfr01,1925,1,NYA,AL,7,13,4,5,1,0,0,1,1,0,1,1,,0,2,, +metzlal01,1925,1,CHN,NL,9,38,2,7,2,0,0,2,0,0,3,7,,0,1,, +metzle01,1925,1,PHI,NL,11,14,1,0,0,0,0,0,0,0,0,2,,0,0,, +meusebo01,1925,1,NYA,AL,156,624,101,181,34,12,33,138,13,14,54,55,,1,17,, +meuseir01,1925,1,NY1,NL,135,516,82,169,35,8,21,111,5,4,26,19,,3,12,, +meyerbe01,1925,1,PHI,NL,1,1,1,1,1,0,0,0,0,0,0,0,,0,0,, +michara01,1925,1,CHN,NL,22,50,10,14,1,0,0,6,1,0,6,9,,0,0,, +millebi02,1925,1,PHA,AL,124,474,78,151,29,10,10,81,11,6,19,14,,8,22,, +milleha01,1925,1,CHN,NL,24,86,10,24,3,2,2,9,0,1,2,9,,1,0,, +milleja02,1925,1,CLE,AL,32,71,5,13,0,1,0,1,1,0,0,29,,0,3,, +milstge01,1925,1,CHN,NL,5,7,0,0,0,0,0,0,0,0,0,4,,0,0,, +mitchcl01,1925,1,PHI,NL,52,92,7,18,2,0,0,13,2,0,5,9,,0,4,, +mitchjo01,1925,1,BRO,NL,97,336,45,84,8,3,0,18,2,0,28,19,,0,4,, +mogrige01,1925,1,WS1,AL,10,19,1,2,0,0,0,0,1,0,0,5,,0,1,, +mogrige01,1925,2,SLA,AL,2,4,0,0,0,0,0,0,0,0,2,1,,0,0,, +mokanjo01,1925,1,PHI,NL,75,209,30,69,11,2,6,42,3,5,27,9,,4,7,, +mooreal01,1925,1,NY1,NL,2,8,0,1,0,0,0,0,0,1,1,2,,0,0,, +moorebi01,1925,1,DET,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mooreed01,1925,1,PIT,NL,142,547,106,163,29,8,6,77,19,7,73,26,,2,19,, +morrijo04,1925,1,PIT,NL,44,73,4,13,0,2,0,8,0,0,1,17,,0,6,, +mostijo01,1925,1,CHA,AL,153,605,135,181,36,16,2,50,43,20,90,52,,12,9,, +muellhe01,1925,1,SLN,NL,78,243,33,76,16,4,1,26,0,3,17,11,,3,9,, +munsojo01,1925,1,CHN,NL,9,35,5,13,3,1,0,3,1,1,3,1,,1,1,, +myattgl01,1925,1,CLE,AL,106,358,51,97,15,9,11,54,3,1,29,24,,2,7,, +myerbu01,1925,1,WS1,AL,4,8,1,2,0,0,0,0,0,0,0,1,,0,0,, +myershy01,1925,1,SLN,NL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,, +myershy01,1925,2,CIN,NL,3,6,1,1,1,0,0,0,0,0,0,0,,0,0,, +myershy01,1925,3,SLN,NL,1,1,1,1,0,0,0,0,0,0,0,0,,0,0,, +nehfar01,1925,1,NY1,NL,33,51,5,11,1,0,0,3,0,0,5,5,,0,1,, +neisbe01,1925,1,BSN,NL,106,355,47,101,20,2,5,45,8,10,38,19,,0,7,, +neubaha01,1925,1,BOS,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +neunjo01,1925,1,DET,AL,60,75,15,20,3,3,0,4,2,3,9,12,,0,0,, +niehaal01,1925,1,PIT,NL,17,64,7,14,8,0,0,7,0,0,1,5,,1,2,, +niehaal01,1925,2,CIN,NL,51,147,16,44,10,2,0,14,1,4,13,10,,1,3,, +odomhe01,1925,1,NYA,AL,1,1,0,1,0,0,0,0,0,0,0,0,,0,0,, +oeschjo01,1925,1,BRO,NL,21,8,0,1,0,0,0,1,0,0,1,0,,0,1,, +ofarrbo01,1925,1,CHN,NL,17,22,2,4,0,1,0,3,0,0,2,5,,0,0,, +ofarrbo01,1925,2,SLN,NL,94,317,37,88,13,2,3,32,0,1,46,26,,2,2,, +ogdencu01,1925,1,WS1,AL,17,12,1,3,0,0,0,0,0,0,0,4,,0,0,, +ogrodjo01,1925,1,BSN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +oldhare01,1925,1,PIT,NL,11,18,2,6,0,1,0,1,0,0,2,4,,0,0,, +onealsk01,1925,1,PHI,NL,11,6,0,1,0,0,0,0,0,0,1,0,,0,0,, +oneilmi02,1925,1,BSN,NL,70,222,29,57,6,5,2,30,1,2,21,16,,2,4,, +oneilst01,1925,1,NYA,AL,35,91,7,26,5,0,1,13,0,0,10,3,,1,2,, +orourfr01,1925,1,DET,AL,124,482,88,141,40,7,5,57,5,8,32,37,,11,29,, +osborbo01,1925,1,CHN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +osborti01,1925,1,BRO,NL,41,57,2,14,1,0,0,7,0,0,4,12,,0,1,, +padgeer01,1925,1,BSN,NL,86,256,31,78,9,7,0,29,3,5,14,14,,0,4,, +paschbe01,1925,1,NYA,AL,89,247,49,89,16,5,12,56,14,9,22,29,,2,4,, +paulsgi01,1925,1,SLN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +peckiro01,1925,1,WS1,AL,126,422,67,124,16,4,4,64,13,4,49,23,,0,22,, +pennohe01,1925,1,NYA,AL,47,99,6,20,1,1,0,7,0,0,2,7,,0,9,, +perkicy01,1925,1,PHA,AL,65,140,21,43,10,0,1,18,0,0,26,6,,3,8,, +pettyje01,1925,1,BRO,NL,28,50,5,7,1,0,0,2,0,0,2,11,,0,3,, +picinva01,1925,1,BOS,AL,90,251,31,64,21,0,1,25,2,0,33,21,,1,12,, +piercra01,1925,1,PHI,NL,23,28,5,5,1,1,0,2,0,0,2,7,,0,4,, +pinelba01,1925,1,CIN,NL,130,492,68,139,33,6,2,49,8,19,22,28,,2,34,, +pippwa01,1925,1,NYA,AL,62,178,19,41,6,3,3,24,3,3,13,12,,1,8,, +pittipi01,1925,1,CHN,NL,59,173,21,54,7,2,0,15,5,4,12,7,,2,8,, +pooleji01,1925,1,PHA,AL,133,480,65,143,29,8,5,67,5,4,27,37,,2,13,, +prothdo01,1925,1,BOS,AL,119,415,44,130,23,3,0,51,9,11,52,21,,0,5,, +pumpesp01,1925,1,WS1,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +quinnja01,1925,1,BOS,AL,19,32,1,3,1,0,0,0,0,0,4,10,,0,2,, +quinnja01,1925,2,PHA,AL,18,31,1,3,0,0,0,3,0,0,3,5,,0,1,, +rawlijo01,1925,1,PIT,NL,36,110,17,31,7,0,2,13,0,1,8,8,,1,1,, +regoto01,1925,1,SLA,AL,20,32,5,13,2,1,0,3,0,0,3,2,,1,0,, +reinhar01,1925,1,SLN,NL,28,67,9,22,2,1,0,7,0,0,2,10,,0,2,, +rhemfl01,1925,1,SLN,NL,30,59,8,14,2,0,1,8,0,0,1,22,,1,5,, +riceha01,1925,1,SLA,AL,103,354,87,127,25,8,11,47,8,7,54,15,,5,7,, +ricesa01,1925,1,WS1,AL,152,649,111,227,31,13,1,87,26,11,37,10,,4,19,, +rigneto01,1925,1,DET,AL,62,146,21,36,5,2,2,18,2,2,21,15,,0,3,, +ringji01,1925,1,PHI,NL,38,101,8,11,0,0,2,8,0,0,4,40,,0,5,, +rivieti01,1925,1,CHA,AL,3,1,0,0,0,0,0,0,0,0,0,1,,0,0,, +rixeyep01,1925,1,CIN,NL,39,103,8,22,0,0,0,11,1,0,2,17,,1,5,, +roberch01,1925,1,CHA,AL,24,45,3,10,1,0,0,4,0,0,3,6,,0,2,, +roberge01,1925,1,SLA,AL,154,582,97,158,26,5,14,76,10,7,81,30,,4,14,, +roberji01,1925,1,BRO,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rogelbi01,1925,1,BOS,AL,58,169,12,33,5,1,0,17,0,3,11,17,,0,8,, +rommeed01,1925,1,PHA,AL,52,81,7,15,2,1,1,9,1,0,6,6,,0,11,, +rosensi01,1925,1,BOS,AL,19,72,6,19,5,2,0,8,1,0,7,3,,0,0,, +rossbu01,1925,1,BOS,AL,33,24,1,3,0,0,0,1,0,0,3,8,,0,2,, +rothrja01,1925,1,BOS,AL,22,55,6,19,3,3,0,7,0,0,3,7,,0,0,, +roushed01,1925,1,CIN,NL,134,540,91,183,28,16,8,83,22,20,35,14,,4,11,, +roylu01,1925,1,CLE,AL,6,2,0,0,0,0,0,0,0,0,0,1,,0,0,, +ruelmu01,1925,1,WS1,AL,127,393,55,122,9,2,0,54,4,5,63,16,,4,13,, +ruethdu01,1925,1,WS1,AL,55,108,18,36,3,2,1,15,0,1,10,8,,0,3,, +ruffire01,1925,1,BOS,AL,37,79,6,17,4,2,0,11,0,0,1,22,,1,2,, +rushan01,1925,1,BRO,NL,4,3,0,0,0,0,0,0,0,0,0,1,,0,0,, +russeal01,1925,1,WS1,AL,32,14,2,2,0,0,0,1,0,0,1,5,,0,1,, +ruthba01,1925,1,NYA,AL,98,359,61,104,12,2,25,66,2,4,59,68,,2,6,, +ryanro01,1925,1,BSN,NL,38,39,5,11,2,0,1,1,0,0,1,10,,0,0,, +sandhe01,1925,1,PHI,NL,148,496,69,138,30,7,3,55,1,1,64,65,,3,12,, +schalra01,1925,1,CHA,AL,125,343,44,94,18,1,0,52,11,5,57,27,,3,14,, +schanwa01,1925,1,NYA,AL,73,167,17,40,8,1,2,24,2,1,17,9,,0,7,, +schmiwa01,1925,1,SLN,NL,37,87,9,22,2,1,0,9,1,0,4,3,,1,4,, +schuljo03,1925,1,PHI,NL,24,64,10,22,6,0,0,8,1,1,4,1,,0,0,, +schuljo03,1925,2,CIN,NL,33,62,6,20,3,1,0,13,3,1,3,1,,0,1,, +scottev01,1925,1,NYA,AL,22,60,3,13,0,0,0,4,0,1,2,2,,0,3,, +scottev01,1925,2,WS1,AL,33,103,10,28,6,1,0,18,1,2,4,4,,0,3,, +scottja01,1925,1,NY1,NL,41,87,7,21,4,1,1,6,0,0,8,15,,1,0,, +severha01,1925,1,SLA,AL,34,109,15,40,9,0,1,21,0,2,11,2,,0,3,, +severha01,1925,2,WS1,AL,50,110,11,39,8,1,0,14,0,0,13,6,,0,2,, +seweljo01,1925,1,CLE,AL,155,608,78,204,37,7,1,98,7,6,64,4,,4,23,, +sewellu01,1925,1,CLE,AL,74,220,30,51,10,2,0,18,6,2,33,18,,2,7,, +shankho01,1925,1,NYA,AL,66,155,15,40,3,1,1,18,1,0,20,15,,0,9,, +shautjo01,1925,1,CLE,AL,29,53,4,16,2,1,0,6,0,1,2,7,,2,0,, +shawkbo01,1925,1,NYA,AL,33,68,1,10,1,2,0,2,0,0,0,4,,0,0,, +sheehto02,1925,1,CIN,NL,10,5,1,1,0,0,0,2,0,0,3,1,,0,2,, +sheehto02,1925,2,PIT,NL,24,20,0,3,0,0,0,1,0,0,1,6,,0,0,, +sheelea01,1925,1,CHA,AL,153,600,93,189,43,3,9,111,3,3,68,23,,5,26,, +sherdbi01,1925,1,SLN,NL,33,73,12,15,5,0,1,5,1,0,5,0,,0,1,, +shielbe01,1925,1,NYA,AL,4,8,0,1,0,0,0,0,0,0,0,2,,0,0,, +shinnra01,1925,1,SLN,NL,74,251,39,74,9,2,7,36,8,5,12,19,,1,9,, +shirlmu01,1925,1,WS1,AL,14,23,2,3,1,0,0,2,0,0,1,7,,0,0,, +shockur01,1925,1,NYA,AL,41,64,12,11,5,1,0,4,0,0,20,17,,0,10,, +siemeos01,1925,1,BSN,NL,16,46,5,14,0,1,1,6,0,0,1,0,,0,1,, +simmoal01,1925,1,PHA,AL,153,654,122,253,43,12,24,129,7,14,35,41,,1,6,, +sislege01,1925,1,SLA,AL,150,649,100,224,21,15,12,105,11,12,27,24,,0,12,, +smithbo02,1925,1,BSN,NL,58,174,17,49,9,4,0,23,2,2,5,6,,0,2,, +smithea02,1925,1,PIT,NL,109,329,34,103,22,3,8,64,4,1,31,13,,1,5,, +smithel02,1925,1,CIN,NL,96,284,47,77,13,7,8,46,6,5,28,20,,1,7,, +smithja03,1925,1,SLN,NL,80,243,53,61,11,4,4,31,20,2,19,13,,1,10,, +smithre04,1925,1,PHA,AL,20,14,1,4,0,0,0,1,0,0,2,5,,0,1,, +smithsh01,1925,1,CLE,AL,31,92,9,28,3,1,1,15,1,0,6,13,,2,3,, +snydefr01,1925,1,NY1,NL,107,325,21,78,9,1,11,51,0,0,20,49,,1,4,, +songedo01,1925,1,PIT,NL,8,2,0,0,0,0,0,0,0,0,0,0,,0,0,, +sothoal01,1925,1,SLN,NL,28,56,5,11,2,1,0,3,0,0,0,7,,0,2,, +southbi01,1925,1,NY1,NL,123,473,79,138,19,5,6,44,6,13,51,11,,2,11,, +speaktr01,1925,1,CLE,AL,117,429,79,167,35,5,12,87,5,2,70,12,,4,15,, +speecby01,1925,1,CLE,AL,28,31,2,5,2,0,0,2,0,0,0,10,,0,0,, +spencro01,1925,1,PIT,NL,14,28,1,6,1,0,0,2,1,0,1,3,,0,0,, +sperbed01,1925,1,BSN,NL,2,2,0,0,0,0,0,0,0,0,0,0,,0,0,, +sprinbr01,1925,1,SLA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +spurgfr01,1925,1,CLE,AL,107,376,50,108,9,3,0,32,8,5,15,21,,0,15,, +stalega01,1925,1,CHN,NL,7,26,2,11,2,0,0,3,0,1,2,1,,0,0,, +stanaos01,1925,1,DET,AL,3,5,0,1,0,0,0,0,0,0,0,0,,0,0,, +standje01,1925,1,BRO,NL,1,1,0,0,0,0,0,0,0,0,0,1,,0,0,, +statzji01,1925,1,CHN,NL,38,148,21,38,6,3,2,14,4,0,11,16,,2,6,, +staufed01,1925,1,SLA,AL,20,4,1,1,0,0,0,0,0,0,0,1,,0,0,, +stengca01,1925,1,BSN,NL,12,13,0,1,0,0,0,2,0,1,1,2,,0,1,, +stephri01,1925,1,CLE,AL,19,54,8,16,3,1,1,9,1,1,7,3,,1,2,, +stewast01,1925,1,WS1,AL,7,17,3,6,1,0,0,3,1,0,1,2,,0,0,, +stockmi01,1925,1,BRO,NL,146,615,98,202,28,9,1,62,8,1,38,28,,0,9,, +stokeal01,1925,1,BOS,AL,17,52,7,11,0,1,0,1,0,0,4,8,,0,0,, +stokear01,1925,1,PHA,AL,12,4,0,0,0,0,0,0,0,0,1,1,,0,0,, +stoneli01,1925,1,DET,AL,34,55,10,16,6,1,0,8,1,1,3,5,,0,1,, +stuarjo01,1925,1,SLN,NL,15,16,2,4,1,1,0,0,0,0,0,1,,0,0,, +stuelge01,1925,1,CHN,NL,2,1,0,1,0,0,0,0,0,0,0,0,,0,0,, +sullito03,1925,1,CIN,NL,1,1,0,0,0,0,0,0,0,0,0,0,,0,0,, +summaho01,1925,1,CLE,AL,75,224,28,74,10,1,0,25,3,2,13,6,,3,6,, +tankele01,1925,1,CHA,AL,1,3,0,0,0,0,0,0,0,0,0,0,,0,0,, +tatebe01,1925,1,WS1,AL,16,27,0,13,3,0,0,7,0,0,2,2,,0,1,, +tavenja01,1925,1,DET,AL,134,453,45,111,11,11,0,47,5,4,39,60,,3,25,, +tayloch01,1925,1,CHN,NL,8,6,2,0,0,0,0,0,0,0,0,0,,0,0,, +tayloza02,1925,1,BRO,NL,109,352,33,109,16,4,3,44,0,0,17,19,,1,4,, +terrybi01,1925,1,NY1,NL,133,489,75,156,31,6,11,70,4,5,42,52,,1,4,, +theveto01,1925,1,SLN,NL,50,175,17,47,7,2,0,17,3,0,7,12,,1,4,, +thomahe01,1925,1,BSN,NL,5,17,2,4,0,1,0,0,0,1,2,0,,1,0,, +thomale01,1925,1,WS1,AL,2,5,0,0,0,0,0,0,0,0,0,3,,0,0,, +thompfr03,1925,1,PIT,NL,14,37,4,9,2,1,0,8,2,1,4,1,,0,0,, +thormha01,1925,1,BRO,NL,5,5,1,1,0,1,0,1,0,0,0,1,,0,0,, +thurssl01,1925,1,CHA,AL,44,84,2,24,7,2,0,13,0,0,5,13,,0,3,, +tiernco01,1925,1,BRO,NL,93,265,27,68,14,4,2,39,0,3,12,23,,2,5,, +tobinja01,1925,1,SLA,AL,77,193,25,58,11,0,2,27,8,2,9,5,,1,2,, +todtph01,1925,1,BOS,AL,141,544,62,151,29,13,11,75,3,2,44,29,,10,8,, +tolsoch01,1925,1,CLE,AL,3,12,0,3,0,0,0,0,0,0,2,1,,0,0,, +toporsp01,1925,1,SLN,NL,83,268,38,76,13,4,2,26,7,2,36,15,,2,6,, +traynpi01,1925,1,PIT,NL,150,591,114,189,39,14,6,106,15,9,52,19,,2,13,, +uhlege01,1925,1,CLE,AL,55,101,10,29,3,3,0,13,0,0,7,7,,1,4,, +ulricdu01,1925,1,PHI,NL,21,16,0,2,0,0,0,0,0,0,3,3,,0,0,, +ussatdu01,1925,1,CLE,AL,1,1,0,0,0,0,0,0,0,0,0,0,,0,0,, +vachete01,1925,1,BOS,AL,110,252,41,79,15,7,3,48,2,2,21,33,,7,3,, +vanceda01,1925,1,BRO,NL,31,98,8,14,3,0,3,11,0,0,8,33,,1,2,, +vangiel01,1925,1,SLA,AL,52,71,6,13,3,0,0,2,0,0,2,16,,1,3,, +vargubi01,1925,1,BSN,NL,11,12,1,3,0,0,0,2,0,0,0,0,,0,0,, +veachbo01,1925,1,BOS,AL,1,5,0,1,0,0,0,2,0,0,1,1,,0,0,, +veachbo01,1925,2,NYA,AL,56,116,13,41,10,2,0,15,1,4,8,0,,1,2,, +veachbo01,1925,3,WS1,AL,18,37,4,9,3,0,0,8,0,0,3,3,,0,3,, +vicker01,1925,1,SLN,NL,14,32,3,6,2,1,0,3,0,0,3,1,,0,1,, +vinesbo01,1925,1,PHI,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +walberu01,1925,1,PHA,AL,53,64,6,10,4,0,0,5,0,0,0,17,,0,0,, +walkecu01,1925,1,CIN,NL,145,509,86,162,22,16,6,71,14,11,57,31,,0,12,, +walkefr01,1925,1,NY1,NL,39,81,12,18,1,0,1,5,1,1,9,11,,1,2,, +waltero01,1925,1,CLE,AL,5,20,0,4,0,0,0,0,0,0,0,2,,0,0,, +wambsbi01,1925,1,BOS,AL,111,360,50,83,12,4,1,41,3,5,52,21,,1,19,, +wannipe01,1925,1,NYA,AL,117,403,35,95,13,6,1,22,3,5,11,34,,0,13,, +wardaa01,1925,1,NYA,AL,125,439,41,108,22,3,4,38,1,4,49,49,,3,9,, +warneja01,1925,1,DET,AL,10,39,7,13,0,0,0,2,0,0,3,6,,0,0,, +warwibi01,1925,1,SLN,NL,13,41,8,12,1,2,1,6,0,1,5,5,,0,1,, +webbea01,1925,1,NY1,NL,4,3,0,0,0,0,0,0,0,0,1,1,,0,0,, +weisbu01,1925,1,CHN,NL,67,180,16,48,5,3,2,25,2,4,23,22,,0,3,, +welchfr01,1925,1,PHA,AL,85,202,40,56,5,4,4,41,2,1,29,14,,2,18,, +welchhe01,1925,1,BOS,AL,13,38,2,11,0,1,0,2,0,0,0,6,,0,0,, +wellsed01,1925,1,DET,AL,35,43,8,12,1,2,0,6,0,1,2,9,,0,1,, +welshji01,1925,1,BSN,NL,122,484,69,151,25,8,7,63,7,4,20,24,,8,9,, +wendele01,1925,1,PHI,NL,18,26,0,2,0,0,0,3,0,0,1,3,,0,3,, +wheatza01,1925,1,BRO,NL,150,616,125,221,42,14,14,103,3,1,45,22,,1,8,, +whiteea01,1925,1,DET,AL,36,87,7,19,1,0,0,7,1,0,8,11,,0,3,, +willicy01,1925,1,PHI,NL,107,314,78,104,11,5,13,60,4,9,53,34,,5,3,, +willide01,1925,1,BOS,AL,69,218,28,50,1,3,0,13,2,6,17,11,,0,4,, +willike01,1925,1,SLA,AL,102,411,83,136,31,5,25,105,10,5,37,14,,3,11,, +willile02,1925,1,PHA,AL,1,3,0,0,0,0,0,0,0,0,0,0,,0,0,, +willocl01,1925,1,PHI,NL,3,8,0,0,0,0,0,1,0,0,0,3,,0,0,, +wilsofr01,1925,1,BSN,NL,12,31,3,13,1,1,0,0,2,1,4,1,,0,1,, +wilsoha01,1925,1,NY1,NL,62,180,28,43,7,4,6,30,5,2,21,33,,1,4,, +wilsoji01,1925,1,PHI,NL,108,335,42,110,19,3,3,54,5,3,32,25,,2,6,, +wingaer01,1925,1,SLA,AL,34,52,12,15,2,2,1,11,0,0,3,8,,0,4,, +wingfte01,1925,1,BOS,AL,41,94,9,23,2,2,1,8,0,0,1,5,,0,5,, +wingoal01,1925,1,DET,AL,130,440,104,163,34,10,5,68,14,13,69,31,,0,15,, +wingoiv01,1925,1,CIN,NL,55,146,6,30,7,0,0,12,1,2,11,8,,0,6,, +wisneja01,1925,1,NY1,NL,25,7,0,0,0,0,0,0,0,0,0,2,,0,0,, +wittwh01,1925,1,NYA,AL,31,40,9,8,2,1,0,0,1,1,6,2,,0,0,, +woodala01,1925,1,DET,AL,75,171,20,35,4,1,0,13,1,0,24,8,,0,3,, +wrighgl01,1925,1,PIT,NL,153,614,97,189,32,10,18,121,3,7,31,32,,0,15,, +wrighru01,1925,1,PHI,NL,92,286,48,99,18,5,14,61,0,3,19,18,,1,8,, +ydeem01,1925,1,PIT,NL,47,89,11,17,4,1,0,11,1,1,2,13,,0,2,, +youngro01,1925,1,NY1,NL,130,500,82,132,24,6,6,53,17,11,66,51,,4,14,, +yowelca01,1925,1,CLE,AL,12,8,1,1,0,0,0,0,0,0,0,2,,0,1,, +zachato01,1925,1,WS1,AL,38,69,5,12,0,1,1,5,0,0,2,20,,0,7,, +zahnipa01,1925,1,BOS,AL,37,58,2,8,2,0,0,1,0,0,2,16,,0,1,, +zitzmbi01,1925,1,CIN,NL,104,301,53,76,13,3,0,21,11,11,35,22,,6,2,, +adamsba01,1926,1,PIT,NL,19,9,1,2,0,0,0,0,0,,0,0,,0,0,, +adamssp01,1926,1,CHN,NL,154,624,95,193,35,3,0,39,27,,52,27,,5,19,, +adamssp02,1926,1,NYA,AL,28,25,7,3,1,0,0,1,1,0,3,7,,0,0,, +aldrivi01,1926,1,PIT,NL,30,71,8,16,1,1,0,7,1,,0,6,,0,4,, +alexape01,1926,1,CHN,NL,7,15,1,7,2,0,0,3,0,,0,1,,0,3,, +alexape01,1926,2,SLN,NL,23,50,1,6,1,0,0,3,0,,2,14,,0,3,, +allenet01,1926,1,CIN,NL,18,13,3,4,1,0,0,0,0,,0,3,,0,0,, +attredi01,1926,1,PHI,NL,17,61,9,14,1,1,0,5,0,,6,5,,0,2,, +austiji01,1926,1,SLA,AL,1,2,1,1,1,0,0,1,1,0,0,0,,0,0,, +autrych02,1926,1,CLE,AL,3,7,1,1,0,0,0,0,0,0,1,0,,0,0,, +baeched01,1926,1,PHI,NL,28,14,1,2,0,0,0,0,0,,0,6,,0,0,, +ballowi01,1926,1,SLA,AL,43,42,3,2,0,0,1,2,0,0,5,18,,0,4,, +bancrda01,1926,1,BSN,NL,127,453,70,141,18,6,1,44,3,,64,29,,2,22,, +barbeda01,1926,1,PHA,AL,19,47,7,8,1,1,1,5,0,0,2,4,,1,0,, +barfocl01,1926,1,DET,AL,11,5,1,1,0,0,0,0,0,0,1,0,,0,0,, +barneho01,1926,1,NYA,AL,1,0,0,0,0,0,0,0,0,0,1,0,,0,0,, +barneje01,1926,1,BRO,NL,31,59,3,14,1,0,0,4,0,,1,5,,0,1,, +barnevi01,1926,1,NY1,NL,31,56,1,3,0,0,0,1,0,,0,15,,0,1,, +barnhcl01,1926,1,PIT,NL,76,203,26,39,3,0,0,10,1,,23,13,,1,7,, +barrebi02,1926,1,CHA,AL,111,368,46,113,31,4,6,61,9,7,25,26,,1,18,, +bassljo01,1926,1,DET,AL,66,174,20,53,8,1,0,22,0,0,45,6,,0,8,, +baumgst01,1926,1,PHA,AL,10,3,0,1,1,0,0,2,0,0,0,0,,0,1,, +beallwa01,1926,1,NYA,AL,20,22,3,3,0,0,0,1,0,0,5,7,,0,1,, +beckcl01,1926,1,CHN,NL,30,81,10,16,0,0,1,4,0,,7,15,,0,3,, +bellhi01,1926,1,SLN,NL,27,25,3,3,0,0,0,1,0,,3,5,,0,1,, +bellle01,1926,1,SLN,NL,155,581,85,189,33,14,17,100,9,,54,62,,0,31,, +bengera01,1926,1,CLE,AL,8,3,1,1,1,0,0,0,0,0,0,0,,0,0,, +bengobe01,1926,1,NYA,AL,36,84,9,32,6,0,0,14,1,0,7,4,,1,3,, +bennehe01,1926,1,SLA,AL,80,225,33,60,14,2,1,26,2,1,22,21,,2,5,, +bentlja01,1926,1,PHI,NL,75,240,19,62,12,3,2,27,0,,5,4,,0,7,, +bentlja01,1926,2,NY1,NL,3,4,0,1,0,0,0,0,0,,0,0,,0,0,, +bentola01,1926,1,BSN,NL,45,78,3,12,1,0,0,4,0,,2,25,,1,6,, +bergmo01,1926,1,CHA,AL,41,113,4,25,6,0,0,7,0,2,6,9,,0,5,, +bigbeca01,1926,1,PIT,NL,42,68,15,15,3,1,2,4,2,,3,0,,1,0,, +bischjo01,1926,1,BOS,AL,59,127,6,33,11,2,0,19,1,3,15,16,,1,1,, +bishoma01,1926,1,PHA,AL,122,400,77,106,20,2,0,33,4,5,116,41,,1,12,, +bladera01,1926,1,SLN,NL,107,416,81,127,17,12,8,43,6,,62,57,,11,9,, +blakesh01,1926,1,CHN,NL,39,65,2,14,0,0,0,4,0,,2,9,,1,3,, +blankte01,1926,1,CHA,AL,29,76,8,10,4,0,0,2,0,0,6,18,,0,6,, +bluegos01,1926,1,WS1,AL,139,487,69,132,19,8,3,65,12,9,70,46,,5,22,, +bluelu01,1926,1,DET,AL,128,429,92,123,24,14,1,52,13,7,90,18,,2,17,, +boehlge01,1926,1,BRO,NL,11,12,0,3,1,0,0,1,0,,0,5,,0,0,, +bohnesa01,1926,1,CIN,NL,25,54,8,11,0,2,0,5,1,,4,8,,0,4,, +bohnesa01,1926,2,BRO,NL,47,125,4,25,3,2,1,11,1,,12,9,,0,5,, +bolenst01,1926,1,SLA,AL,5,4,0,2,0,0,0,0,0,0,0,1,,0,0,, +bottoji01,1926,1,SLN,NL,154,603,98,180,40,14,19,120,4,,58,52,,4,19,, +boyleji01,1926,1,NY1,NL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +bratsfr01,1926,1,BOS,AL,72,167,12,46,10,1,0,19,0,1,14,15,,1,1,, +braxtga01,1926,1,NYA,AL,37,20,0,6,0,0,0,1,0,0,1,5,,0,0,, +bressru01,1926,1,CIN,NL,86,297,58,106,15,9,1,51,3,,37,20,,3,13,, +brickfr01,1926,1,PIT,NL,24,55,11,19,3,1,0,4,0,,3,6,,2,0,, +brookma01,1926,1,CHN,NL,26,48,7,9,1,0,1,6,0,,5,5,,1,3,, +browned02,1926,1,BSN,NL,153,612,71,201,31,8,2,84,5,,23,20,,2,13,, +buckega01,1926,1,CLE,AL,32,60,6,12,3,0,2,5,0,1,3,14,,0,2,, +burkele01,1926,1,DET,AL,38,75,9,17,1,0,0,4,1,2,7,3,,1,2,, +burnsge02,1926,1,CLE,AL,151,603,97,216,64,3,4,114,13,7,28,33,,8,18,, +burrudi01,1926,1,BSN,NL,131,486,59,131,21,1,3,61,4,,37,16,,2,15,, +bushgu01,1926,1,CHN,NL,35,48,1,8,0,0,0,2,0,,1,7,,0,3,, +bushjo01,1926,1,WS1,AL,17,30,1,7,0,0,0,3,0,1,3,2,,0,0,, +bushjo01,1926,2,PIT,NL,28,49,5,13,4,0,1,7,0,,1,10,,0,0,, +buskejo01,1926,1,PHI,NL,5,8,1,0,0,0,0,0,0,,1,1,,0,2,, +butlejo02,1926,1,BRO,NL,147,501,54,135,27,5,1,68,6,,54,44,,5,17,, +careyma01,1926,1,PIT,NL,86,324,46,72,14,5,0,28,10,,30,14,,0,16,, +careyma01,1926,2,BRO,NL,27,100,18,26,3,1,0,7,0,,8,5,,0,5,, +carlsha01,1926,1,PHI,NL,38,96,13,23,5,1,0,13,0,,7,15,,1,3,, +carlyro01,1926,1,BOS,AL,45,165,22,47,6,2,2,16,0,0,4,18,,2,0,, +carlyro01,1926,2,NYA,AL,35,52,3,20,5,1,0,11,0,0,4,9,,1,0,, +cartebl01,1926,1,NY1,NL,5,17,4,4,1,0,1,1,0,,1,0,,0,0,, +carteho01,1926,1,CIN,NL,5,1,0,0,0,0,0,0,0,,0,0,,0,0,, +chriscu01,1926,1,CIN,NL,114,329,41,115,15,7,0,41,8,,40,18,,4,12,, +churrjo01,1926,1,CHN,NL,2,4,0,0,0,0,0,0,0,,1,2,,0,0,, +clabamo01,1926,1,BRO,NL,11,14,2,1,1,0,0,1,0,,0,1,,1,0,, +clancbu01,1926,1,CHA,AL,12,38,3,13,2,2,0,7,0,0,1,1,,1,4,, +clouged01,1926,1,SLN,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +clowebi01,1926,1,BOS,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cobbty01,1926,1,DET,AL,79,233,48,79,18,5,4,62,9,4,26,2,,1,13,, +cochrmi01,1926,1,PHA,AL,120,370,50,101,8,9,8,47,5,2,56,15,,0,26,, +cohenan01,1926,1,NY1,NL,32,35,4,9,0,1,0,8,0,,1,2,,0,0,, +collied01,1926,1,CHA,AL,106,375,66,129,32,4,1,62,13,8,62,8,,3,15,, +collipa01,1926,1,NYA,AL,102,290,41,83,11,3,7,35,3,2,73,57,,2,8,, +colliri01,1926,1,DET,AL,31,39,2,6,1,0,0,5,0,0,2,16,,0,1,, +combsea01,1926,1,NYA,AL,145,606,113,181,31,12,8,55,8,6,47,23,,3,14,, +comorad01,1926,1,PIT,NL,8,15,2,4,1,1,0,0,1,,1,2,,0,0,, +connasa01,1926,1,CHA,AL,31,32,3,5,0,0,0,3,1,0,1,7,,0,4,, +connejo01,1926,1,NY1,NL,2,1,1,0,0,0,0,0,0,,0,0,,0,0,, +cooneji02,1926,1,CHN,NL,141,513,52,129,18,5,1,47,11,,23,10,,3,20,, +coonejo01,1926,1,BSN,NL,64,126,17,38,3,2,0,18,6,,13,7,,0,8,, +coopewi01,1926,1,CHN,NL,8,18,2,7,0,1,0,2,1,,2,0,,0,0,, +coopewi01,1926,2,DET,AL,8,4,0,0,0,0,0,1,0,0,0,0,,0,1,, +cotepe01,1926,1,NY1,NL,2,1,0,0,0,0,0,0,0,,0,0,,0,0,, +cotteed01,1926,1,PHI,NL,17,26,3,8,0,1,0,1,1,,1,4,,0,0,, +covelst01,1926,1,WS1,AL,36,82,8,17,3,2,0,3,0,0,2,26,,0,3,, +coxdi01,1926,1,BRO,NL,124,398,53,118,17,4,1,45,6,,46,20,,4,11,, +coxle01,1926,1,CHA,AL,2,2,0,1,0,0,0,0,0,1,0,1,,0,0,, +critzhu01,1926,1,CIN,NL,155,607,96,164,24,14,3,79,7,,39,25,,2,24,, +cronijo01,1926,1,PIT,NL,38,83,9,22,2,2,0,11,0,,6,15,,0,3,, +crousbu01,1926,1,CHA,AL,49,135,10,32,4,1,0,17,0,0,14,7,,0,7,, +crowdal01,1926,1,WS1,AL,19,38,5,9,1,0,0,2,0,0,1,5,,0,2,, +cullobu01,1926,1,PIT,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +culloni02,1926,1,NYA,AL,2,2,0,1,0,0,0,0,0,0,0,1,,0,0,, +cummija01,1926,1,NY1,NL,7,16,3,5,3,0,0,4,0,,4,2,,0,1,, +cuyleki01,1926,1,PIT,NL,157,614,113,197,31,15,8,92,35,,50,66,,9,21,, +daussho01,1926,1,DET,AL,35,42,6,10,5,1,1,5,0,0,3,11,,0,2,, +daviech01,1926,1,NY1,NL,38,18,4,4,0,0,0,1,0,,3,5,,0,0,, +davisdi01,1926,1,SLA,AL,27,24,4,4,1,0,0,1,0,0,2,2,,0,0,, +daviski01,1926,1,NYA,AL,1,0,0,0,0,0,0,0,0,0,0,0,,0,0,, +daype01,1926,1,CIN,NL,4,2,0,0,0,0,0,0,0,,0,2,,0,0,, +deanwa01,1926,1,PHI,NL,63,102,11,27,4,0,3,19,0,,5,26,,1,3,, +deberha01,1926,1,BRO,NL,48,115,6,33,11,0,0,13,0,,8,5,,0,5,, +decatar01,1926,1,PHI,NL,2,1,0,0,0,0,0,0,0,,0,0,,0,0,, +dixonle01,1926,1,SLA,AL,33,89,7,17,3,1,0,8,1,4,11,14,,2,9,, +donohpe01,1926,1,CIN,NL,47,106,8,33,5,2,0,14,0,,5,8,,1,5,, +douthta01,1926,1,SLN,NL,139,530,96,163,20,4,3,52,23,,55,46,,2,37,, +dowdsn01,1926,1,BRO,NL,2,8,0,0,0,0,0,0,0,,0,0,,0,0,, +doyleje01,1926,1,DET,AL,2,1,0,1,0,0,0,0,0,0,0,0,,0,1,, +dressch01,1926,1,CIN,NL,127,474,76,126,27,11,4,48,0,,49,31,,3,13,, +duganjo01,1926,1,NYA,AL,123,434,39,125,19,5,1,64,2,4,25,16,,1,23,, +dunhale01,1926,1,PHI,NL,5,4,0,1,0,0,0,1,0,,0,1,,0,0,, +durstce01,1926,1,SLA,AL,80,219,32,52,7,5,3,16,0,5,22,19,,1,10,, +dyered01,1926,1,SLN,NL,6,2,1,1,0,0,0,0,0,,0,0,,0,0,, +dykesji01,1926,1,PHA,AL,124,429,54,123,32,5,1,44,6,2,49,34,,8,13,, +edwarfo01,1926,1,BSN,NL,3,9,0,0,0,0,0,0,0,,0,4,,0,0,, +edwarji01,1926,1,CHA,AL,32,46,2,5,1,0,0,3,0,0,0,12,,0,3,, +ehmkeho01,1926,1,BOS,AL,14,34,4,5,2,0,0,3,0,0,1,5,,0,1,, +ehmkeho01,1926,2,PHA,AL,21,46,2,7,1,0,0,5,1,0,2,6,,0,9,, +ehrharu01,1926,1,BRO,NL,44,24,2,6,1,0,0,0,1,,0,10,,0,2,, +eichrik01,1926,1,CLE,AL,37,80,14,25,7,1,0,7,1,0,2,11,,0,3,, +emmerfr01,1926,1,CIN,NL,80,224,22,44,7,6,0,18,1,,13,30,,1,17,, +englech01,1926,1,PHA,AL,19,19,7,2,0,0,0,0,0,0,10,6,,1,1,, +ennisru01,1926,1,WS1,AL,1,0,0,0,0,0,0,0,0,0,0,0,,0,0,, +faberre01,1926,1,CHA,AL,27,60,7,9,2,0,0,10,0,0,8,21,,0,6,, +falkbi01,1926,1,CHA,AL,155,566,86,195,43,4,8,108,9,10,66,22,,2,23,, +falkch01,1926,1,SLA,AL,19,31,1,6,1,0,0,2,0,0,0,4,,0,0,, +farredo01,1926,1,NY1,NL,67,171,19,49,10,1,2,23,4,,12,17,,2,5,, +felixgu01,1926,1,BRO,NL,134,432,64,121,21,7,3,53,9,,51,32,,3,10,, +fergual01,1926,1,WS1,AL,19,11,1,2,0,0,0,3,0,0,0,3,,0,1,, +fewstch01,1926,1,BRO,NL,105,337,53,82,16,3,2,24,9,,45,49,,5,9,, +fitzgho01,1926,1,BOS,AL,31,97,11,25,2,0,0,8,1,4,5,7,,0,1,, +fitzsfr01,1926,1,NY1,NL,37,86,3,11,2,0,0,3,0,,0,19,,0,1,, +flagsir01,1926,1,BOS,AL,98,415,65,124,31,7,3,31,4,6,36,22,,6,6,, +florepa01,1926,1,NY1,NL,76,188,19,43,4,3,2,14,2,,23,12,,3,2,, +floweja01,1926,1,SLN,NL,40,74,13,20,1,0,3,9,1,,5,9,,1,1,, +fordho01,1926,1,CIN,NL,57,197,14,55,6,1,0,18,1,,14,12,,3,9,, +foremha01,1926,1,BOS,AL,3,2,0,0,0,0,0,0,0,0,0,1,,0,0,, +fothebo01,1926,1,DET,AL,110,387,63,142,31,7,3,73,4,12,33,23,,3,14,, +fournja01,1926,1,BRO,NL,87,243,39,69,9,2,11,48,0,,30,16,,1,6,, +fowlebo01,1926,1,BOS,AL,2,8,1,1,0,0,0,1,0,0,0,0,,0,0,, +foxxji01,1926,1,PHA,AL,26,32,8,10,2,1,0,5,1,0,1,6,,0,2,, +freigho01,1926,1,CHN,NL,140,508,51,137,27,7,3,51,6,,43,42,,0,18,, +frencwa01,1926,1,PHA,AL,112,397,51,121,18,7,1,36,2,3,18,24,,3,23,, +fribebe01,1926,1,PHI,NL,144,478,38,128,21,3,1,51,2,,57,77,,0,18,, +friscfr01,1926,1,NY1,NL,135,545,75,171,29,4,5,44,23,,33,16,,0,11,, +galloch01,1926,1,PHA,AL,133,408,37,98,13,6,0,49,8,7,31,20,,1,19,, +gastoal01,1926,1,BOS,AL,98,301,37,67,5,3,0,21,3,0,21,28,,4,11,, +gastomi01,1926,1,SLA,AL,32,78,5,13,2,1,1,4,1,0,0,13,,1,2,, +gautrdo01,1926,1,BSN,NL,79,266,36,71,9,4,0,8,17,,35,24,,2,14,, +gazelmi01,1926,1,NYA,AL,66,168,21,39,6,0,0,20,2,2,25,24,,1,10,, +gehrich01,1926,1,DET,AL,123,459,62,127,19,17,1,48,9,7,30,42,,1,27,, +gehrilo01,1926,1,NYA,AL,155,572,135,179,47,20,16,112,6,5,105,73,,1,18,, +genewjo01,1926,1,BSN,NL,37,67,3,11,0,1,0,2,0,,4,8,,1,5,, +gerbewa01,1926,1,SLA,AL,131,411,37,111,8,0,0,42,0,2,40,29,,3,19,, +geygach01,1926,1,BOS,AL,4,10,0,3,0,0,0,0,0,0,1,1,,0,0,, +giardjo01,1926,1,SLA,AL,22,29,2,8,0,0,0,2,0,0,0,8,,0,3,, +gibsofr01,1926,1,BSN,NL,24,47,3,16,4,0,0,7,0,,4,6,,0,1,, +gibsosa01,1926,1,DET,AL,36,72,6,18,4,0,0,2,0,0,1,4,,0,1,, +goldsha01,1926,1,BSN,NL,19,38,7,8,2,0,0,5,0,,2,6,,0,1,, +gonzami01,1926,1,CHN,NL,80,253,24,63,13,3,1,23,3,,13,17,,1,8,, +goochjo01,1926,1,PIT,NL,86,218,19,59,15,1,1,42,1,,20,14,,3,6,, +gosligo01,1926,1,WS1,AL,147,568,105,201,26,15,17,108,8,8,63,38,,7,18,, +grabojo01,1926,1,CHA,AL,48,122,6,32,1,1,1,11,0,1,4,15,,0,3,, +grahask01,1926,1,BSN,NL,15,12,0,2,0,0,0,0,0,,0,4,,0,0,, +grantge01,1926,1,PIT,NL,141,449,66,143,27,13,8,70,6,,60,42,,1,12,, +gravejo01,1926,1,CHN,NL,2,5,0,0,0,0,0,0,0,,0,1,,0,0,, +graydo02,1926,1,PHA,AL,38,51,6,11,3,0,0,2,0,0,5,10,,0,5,, +greenke01,1926,1,NY1,NL,39,65,2,6,1,0,0,1,0,,5,20,,0,3,, +grimebu01,1926,1,BRO,NL,31,81,4,18,4,0,0,9,2,,4,8,,0,3,, +grimera01,1926,1,PHI,NL,32,101,13,30,5,0,0,15,0,,6,13,,1,1,, +grimmch01,1926,1,CHN,NL,147,524,58,145,30,6,8,82,3,,49,25,,3,26,, +grohhe01,1926,1,NY1,NL,12,35,2,8,2,0,0,3,0,,2,3,,0,0,, +grovele01,1926,1,PHA,AL,45,81,6,8,1,1,0,6,0,0,5,42,,0,9,, +gulleto01,1926,1,CHA,AL,16,35,5,8,3,1,0,8,0,0,5,2,,0,2,, +hadlebu01,1926,1,WS1,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hafeych01,1926,1,SLN,NL,78,225,30,61,19,2,4,38,2,,11,36,,2,5,, +haineje01,1926,1,SLN,NL,33,61,4,13,1,0,0,1,0,,3,5,,0,2,, +halesa01,1926,1,PHA,AL,111,327,49,92,22,9,4,43,1,4,13,36,,1,12,, +hallabi01,1926,1,SLN,NL,19,16,0,4,1,0,0,0,0,,0,7,,0,0,, +hambyji01,1926,1,NY1,NL,1,3,0,0,0,0,0,0,0,,0,0,,0,0,, +haneyfr01,1926,1,BOS,AL,138,462,47,102,15,7,0,52,13,6,74,28,,1,28,, +hargrbu01,1926,1,CIN,NL,105,326,42,115,22,8,6,62,2,,25,17,,4,10,, +hargrch01,1926,1,BRO,NL,85,208,14,52,13,2,2,23,1,,19,10,,1,4,, +hargrpi01,1926,1,SLA,AL,92,235,20,66,16,3,7,37,3,0,10,38,,3,8,, +harpege02,1926,1,PHI,NL,56,194,32,61,6,5,7,38,6,,16,7,,0,6,, +harribu01,1926,1,WS1,AL,141,537,94,152,39,9,1,63,16,11,58,41,,9,27,, +harrijo03,1926,1,WS1,AL,92,257,43,79,13,9,5,55,2,3,37,9,,5,8,, +harrisl01,1926,1,PHA,AL,12,17,1,1,0,0,0,0,0,0,1,6,,0,1,, +harrisl01,1926,2,BOS,AL,21,34,1,7,0,0,0,1,0,0,1,8,,1,1,, +harrisp01,1926,1,CHA,AL,80,222,36,56,11,3,2,27,8,3,20,15,,1,14,, +hartlgr01,1926,1,NY1,NL,13,21,0,1,0,0,0,0,0,,5,0,,0,0,, +hartnga01,1926,1,CHN,NL,93,284,35,78,25,3,8,41,0,,32,37,,2,7,, +hausejo01,1926,1,PHA,AL,91,229,31,44,10,0,8,36,1,1,39,35,,1,6,, +haywora01,1926,1,DET,AL,12,11,1,3,0,0,0,5,0,0,1,1,,0,1,, +hearnbu02,1926,1,BSN,NL,34,30,3,3,0,0,0,1,0,,2,8,,0,2,, +heathcl01,1926,1,CHN,NL,139,510,98,141,33,3,10,53,18,,58,30,,2,19,, +heilmha01,1926,1,DET,AL,141,502,90,184,41,8,9,103,6,7,67,19,,4,25,, +heimafr01,1926,1,PHA,AL,14,10,0,1,1,0,0,1,0,0,0,4,,0,0,, +heimafr01,1926,2,BOS,AL,26,44,2,13,0,0,0,3,0,0,3,9,,0,1,, +henlibu01,1926,1,PHI,NL,99,283,32,80,14,1,2,30,1,,21,18,,3,13,, +hermaba01,1926,1,BRO,NL,137,496,64,158,35,11,11,81,8,,44,53,,1,13,, +herremi01,1926,1,BOS,AL,74,237,20,61,14,1,0,19,0,5,15,13,,1,13,, +highan01,1926,1,BSN,NL,130,476,55,141,17,10,2,66,4,,39,9,,1,17,, +hillca01,1926,1,PIT,NL,6,17,0,3,0,0,0,3,0,,0,4,,0,0,, +hodapjo01,1926,1,CLE,AL,3,5,0,1,0,0,0,0,0,0,0,1,,0,0,, +hogansh01,1926,1,BSN,NL,4,14,1,4,1,1,0,5,0,,0,0,,0,0,, +hollamu01,1926,1,CIN,NL,3,2,0,1,0,0,0,0,0,,0,1,,0,0,, +holloke01,1926,1,DET,AL,36,46,1,11,1,0,0,1,0,0,1,8,,0,1,, +holmwa01,1926,1,SLN,NL,55,144,18,41,5,1,0,21,3,,18,14,,0,7,, +hornsro01,1926,1,SLN,NL,134,527,96,167,34,5,11,93,3,,61,39,,0,16,, +hoytwa01,1926,1,NYA,AL,40,76,4,16,3,0,0,4,0,0,0,8,,0,7,, +hubercl01,1926,1,PHI,NL,118,376,45,92,17,7,1,34,9,,42,29,,2,10,, +hudgeji01,1926,1,CIN,NL,17,20,2,5,1,0,0,1,0,,1,0,,0,0,, +hudliwi01,1926,1,CLE,AL,8,8,0,1,1,0,0,0,0,0,1,2,,0,1,, +hunnebi01,1926,1,CHA,AL,131,470,81,129,26,4,3,48,24,9,37,28,,1,31,, +huntzwa01,1926,1,SLN,NL,9,8,0,0,0,0,0,0,0,,1,2,,0,0,, +huntzwa01,1926,2,CHN,NL,11,7,1,1,0,0,0,0,0,,0,2,,0,0,, +jackstr01,1926,1,NY1,NL,111,385,64,126,24,8,8,51,2,,20,26,,1,14,, +jacobba01,1926,1,SLA,AL,50,182,18,52,15,1,2,21,1,2,9,14,,0,6,, +jacobba01,1926,2,BOS,AL,98,394,44,120,36,1,6,69,4,1,22,22,,2,20,, +jacobme01,1926,1,BRO,NL,110,288,41,71,9,2,0,23,5,,36,24,,0,7,, +jamiech01,1926,1,CLE,AL,143,555,89,166,33,7,2,45,9,7,53,22,,1,19,, +jeanete01,1926,1,WS1,AL,21,30,6,7,2,0,0,3,0,0,0,3,,0,1,, +jenkito01,1926,1,BOS,AL,21,50,3,9,1,1,0,6,0,0,3,7,,0,3,, +jenkito01,1926,2,PHA,AL,6,23,3,4,2,0,0,0,0,0,0,2,,0,1,, +johnsau01,1926,1,DET,AL,35,28,3,4,0,0,0,3,0,0,2,3,,1,3,, +johnsha01,1926,1,NYA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnsji01,1926,1,BSN,NL,23,57,7,14,1,0,1,5,2,,10,3,,0,0,, +johnsji01,1926,2,NY1,NL,37,69,11,16,0,0,0,5,0,,6,5,,0,0,, +johnssy01,1926,1,SLN,NL,19,12,0,0,0,0,0,0,0,,0,5,,0,0,, +johnswa01,1926,1,WS1,AL,35,103,6,20,5,0,1,12,0,0,3,11,,0,3,, +jonesdi01,1926,1,WS1,AL,5,10,1,2,0,0,0,0,0,0,0,5,,0,1,, +jonespe01,1926,1,CHN,NL,30,50,4,13,4,0,0,6,0,,5,15,,0,4,, +jonessa01,1926,1,NYA,AL,44,49,3,10,1,0,0,4,1,0,3,16,,1,5,, +jonnabu01,1926,1,PHI,NL,19,34,3,4,1,0,0,2,0,,3,4,,0,1,, +jonnacl01,1926,1,SLA,AL,12,7,0,0,0,0,0,0,0,0,1,0,,0,1,, +judgejo01,1926,1,WS1,AL,134,453,70,132,25,11,7,92,7,5,53,25,,1,24,, +kammwi01,1926,1,CHA,AL,143,480,63,141,24,10,0,62,12,4,77,24,,4,17,, +karrbe01,1926,1,CLE,AL,31,45,8,10,5,0,0,2,0,0,2,3,,0,1,, +kaufmto01,1926,1,CHN,NL,30,60,9,15,2,0,1,7,1,,2,10,,0,2,, +keatich01,1926,1,PHI,NL,4,2,0,0,0,0,0,0,0,,0,0,,0,0,, +keenvi01,1926,1,SLN,NL,26,53,4,3,0,0,0,1,0,,2,15,,0,2,, +kelleha01,1926,1,WS1,AL,7,1,0,0,0,0,0,0,0,0,0,0,,0,0,, +kellyge01,1926,1,NY1,NL,136,499,70,151,24,4,13,80,4,,36,52,,2,15,, +kellyjo04,1926,1,CHN,NL,65,176,16,59,15,3,0,32,0,,7,11,,0,6,, +kellymi01,1926,1,PHI,NL,4,3,0,0,0,0,0,0,0,,0,2,,0,0,, +kiefejo01,1926,1,BOS,AL,11,7,0,1,1,0,0,0,0,0,0,2,,0,0,, +kimmiwa01,1926,1,PHI,NL,20,28,0,6,2,1,0,2,0,,3,7,,0,0,, +kneisru01,1926,1,DET,AL,2,5,0,0,0,0,0,0,0,0,0,2,,0,0,, +knighja01,1926,1,PHI,NL,40,56,6,12,1,0,2,8,1,,2,9,,0,2,, +knodera01,1926,1,CLE,AL,31,24,6,8,1,1,0,4,0,0,3,4,,0,0,, +koenima01,1926,1,NYA,AL,147,617,93,167,26,8,5,62,4,3,43,37,,1,17,, +koupalo01,1926,1,PIT,NL,6,4,1,1,0,0,0,0,0,,0,0,,1,0,, +kremera01,1926,1,PIT,NL,37,83,14,21,4,1,1,14,0,,1,20,,0,6,, +lacygu01,1926,1,CLE,AL,13,24,2,4,0,0,1,2,0,0,2,2,,1,4,, +lamarbi01,1926,1,PHA,AL,116,419,62,119,17,6,5,50,4,5,18,15,,1,19,, +lamotbo01,1926,1,SLA,AL,36,79,11,16,4,3,0,9,0,0,11,6,,0,4,, +langfsa01,1926,1,BOS,AL,1,1,1,0,0,0,0,0,0,0,0,0,,0,0,, +lazzeto01,1926,1,NYA,AL,155,589,79,162,28,14,18,114,16,7,54,96,,2,20,, +leachfr01,1926,1,PHI,NL,129,492,73,162,29,7,11,71,6,,16,33,,1,13,, +leecl01,1926,1,CLE,AL,21,40,4,7,1,0,1,2,0,0,6,8,,0,0,, +leedu01,1926,1,BOS,AL,2,7,2,1,0,0,0,0,0,0,0,0,,1,0,, +lehrno01,1926,1,CLE,AL,4,4,0,0,0,0,0,0,0,0,0,1,,0,0,, +leverdi01,1926,1,CHA,AL,6,7,1,1,0,0,0,0,0,0,0,4,,0,1,, +levsedu01,1926,1,CLE,AL,33,83,10,17,2,0,0,6,0,0,4,22,,0,6,, +lindsfr01,1926,1,NY1,NL,140,543,90,164,19,9,9,76,11,,39,21,,2,28,, +loftufr01,1926,1,WS1,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lucasre01,1926,1,CIN,NL,66,76,15,23,4,4,0,14,0,,10,13,,0,5,, +lundgde01,1926,1,BOS,AL,18,4,0,0,0,0,0,0,0,0,1,2,,0,0,, +luquedo01,1926,1,CIN,NL,34,78,8,27,5,0,0,8,0,,5,4,,1,7,, +lutzkru01,1926,1,CLE,AL,142,475,42,124,28,6,0,59,6,3,34,35,,2,25,, +lyonste01,1926,1,CHA,AL,41,104,7,22,1,1,0,3,0,0,1,10,,0,8,, +macfada01,1926,1,BOS,AL,3,3,0,1,0,0,0,0,0,0,0,1,,0,0,, +mahafro01,1926,1,PIT,NL,4,2,0,0,0,0,0,0,0,,0,0,,0,0,, +mailsdu01,1926,1,SLN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +maniocl01,1926,1,DET,AL,75,176,15,35,4,0,0,14,1,1,24,16,,0,9,, +mannle01,1926,1,BSN,NL,50,129,23,39,8,2,1,20,5,,9,9,,0,3,, +manushe01,1926,1,DET,AL,136,498,95,188,35,8,14,86,11,5,31,28,,6,28,, +maranra01,1926,1,BRO,NL,78,234,32,55,8,5,0,24,7,,26,24,,0,6,, +marbefi01,1926,1,WS1,AL,64,34,3,6,1,0,0,3,0,0,1,9,,0,2,, +marriwi01,1926,1,BRO,NL,109,360,39,96,13,9,3,42,12,,17,20,,2,10,, +mauner01,1926,1,PHI,NL,14,12,0,3,0,0,0,1,0,,0,1,,0,0,, +mayja01,1926,1,CIN,NL,45,48,4,7,0,0,0,0,0,,5,13,,1,6,, +maysca01,1926,1,CIN,NL,39,98,12,22,2,4,0,8,0,,3,7,,0,7,, +mcbeepr01,1926,1,CHA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mccanem01,1926,1,BOS,AL,6,3,0,0,0,0,0,0,0,0,1,1,,0,0,, +mccurha01,1926,1,CHA,AL,44,86,16,28,7,2,1,11,0,1,6,10,,0,2,, +mcgrabo01,1926,1,BRO,NL,33,55,4,8,1,1,0,4,0,,4,19,,0,6,, +mcinnst01,1926,1,PIT,NL,47,127,12,38,6,1,0,13,1,,7,3,,0,4,, +mcmanma01,1926,1,SLA,AL,149,549,102,156,30,10,9,68,5,7,55,62,,1,22,, +mcmulhu01,1926,1,NY1,NL,57,91,5,17,2,0,0,6,1,,2,18,,0,4,, +mcnamti01,1926,1,NY1,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcneeea01,1926,1,WS1,AL,124,442,84,134,20,12,0,48,18,6,44,28,,5,13,, +mcnulpa01,1926,1,CLE,AL,48,56,3,14,2,1,0,6,0,1,5,9,,0,2,, +mcquahe01,1926,1,NYA,AL,17,7,0,0,0,0,0,0,0,0,0,1,,0,1,, +mcquihu01,1926,1,NY1,NL,34,53,2,7,2,0,0,5,0,,2,22,,1,1,, +mcweedo01,1926,1,BRO,NL,42,64,5,7,1,0,0,0,0,,3,25,,1,4,, +meadole01,1926,1,PIT,NL,36,88,11,20,0,0,0,9,0,,2,5,,2,1,, +meadoru01,1926,1,CIN,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +meekero01,1926,1,CIN,NL,7,6,0,0,0,0,0,0,0,,0,3,,0,0,, +melilsk01,1926,1,SLA,AL,99,385,54,98,18,5,1,30,6,7,32,31,,2,24,, +merklfr01,1926,1,NYA,AL,1,2,0,0,0,0,0,0,0,0,0,0,,0,0,, +metzlal01,1926,1,PHA,AL,20,67,8,16,3,0,0,12,1,0,7,5,,0,1,, +meusebo01,1926,1,NYA,AL,108,413,73,130,22,3,12,81,16,17,37,32,,1,23,, +meuseir01,1926,1,NY1,NL,129,449,51,131,25,10,6,65,5,,16,18,,4,14,, +michara01,1926,1,CHN,NL,2,0,1,0,0,0,0,0,0,,0,0,,0,0,, +millebi02,1926,1,PHA,AL,38,110,13,32,6,2,2,13,4,1,11,6,,0,8,, +millebi02,1926,2,SLA,AL,94,353,60,117,27,5,4,50,7,9,22,12,,7,19,, +milleja02,1926,1,CLE,AL,18,24,0,2,0,0,0,2,0,0,1,10,,0,0,, +milstge01,1926,1,CHN,NL,18,19,1,1,0,0,0,0,0,,0,14,,0,0,, +mitchcl01,1926,1,PHI,NL,39,78,8,19,4,0,0,6,0,,5,5,,0,1,, +mogrige01,1926,1,BSN,NL,40,46,3,8,3,0,0,2,0,,0,7,,0,5,, +mokanjo01,1926,1,PHI,NL,127,456,68,138,23,5,6,62,4,,41,31,,4,20,, +mooreal01,1926,1,NY1,NL,28,81,12,18,4,0,0,10,2,,5,7,,0,4,, +moorebi02,1926,1,BOS,AL,5,18,2,3,0,0,0,0,0,0,0,2,,0,0,, +mooreed01,1926,1,PIT,NL,43,132,19,30,8,1,0,19,3,,12,6,,0,5,, +mooreed01,1926,2,BSN,NL,54,184,17,49,3,2,0,15,6,,16,12,,0,12,, +morehra01,1926,1,CHA,AL,73,192,27,61,10,3,0,21,3,11,11,15,,1,4,, +morrebi01,1926,1,WS1,AL,26,17,4,4,0,0,0,0,0,0,2,1,,0,0,, +morrijo04,1926,1,PIT,NL,26,39,1,3,0,0,0,0,0,,2,13,,0,0,, +mossra01,1926,1,BRO,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +mostijo01,1926,1,CHA,AL,148,600,120,197,41,15,4,42,35,14,79,55,,10,13,, +muellhe01,1926,1,SLN,NL,52,191,36,51,7,5,3,28,8,,11,6,,7,9,, +muellhe01,1926,2,NY1,NL,85,305,36,76,6,2,4,29,7,,21,17,,1,4,, +muellwa01,1926,1,PIT,NL,19,62,8,15,0,1,0,3,0,,0,2,,0,0,, +mullebi01,1926,1,DET,AL,11,13,2,1,0,0,0,0,1,0,5,1,,0,1,, +munsojo01,1926,1,CHN,NL,33,101,17,26,2,2,3,15,0,,8,4,,1,6,, +murphed02,1926,1,PIT,NL,16,17,3,2,0,0,0,6,0,,3,0,,0,2,, +murrage01,1926,1,WS1,AL,12,36,2,5,0,0,0,2,0,0,0,8,,0,3,, +myattgl01,1926,1,CLE,AL,56,117,14,29,5,2,0,13,1,0,13,13,,0,2,, +myerbu01,1926,1,WS1,AL,132,434,66,132,18,6,1,62,10,11,45,19,,0,20,, +nehfar01,1926,1,NY1,NL,2,1,0,0,0,0,0,0,0,,0,0,,0,0,, +nehfar01,1926,2,CIN,NL,7,5,0,1,0,0,0,0,0,,0,0,,0,0,, +neisbe01,1926,1,BSN,NL,30,93,16,20,5,2,0,8,4,,8,10,,0,2,, +neunjo01,1926,1,DET,AL,97,242,47,72,14,4,0,15,4,7,27,26,,1,4,, +neverer01,1926,1,SLA,AL,12,27,0,5,1,0,0,0,0,0,0,8,,0,0,, +nichoch01,1926,1,PIT,NL,3,3,0,1,0,0,0,0,0,,0,0,,0,0,, +nixonal01,1926,1,PHI,NL,93,311,38,91,18,2,4,41,5,,13,20,,1,3,, +ofarrbo01,1926,1,SLN,NL,147,492,63,144,30,9,7,68,1,,61,44,,0,14,, +ogdencu01,1926,1,WS1,AL,22,27,3,5,0,0,0,2,0,0,0,3,,0,1,, +oldhare01,1926,1,PIT,NL,17,9,0,2,1,0,0,1,0,,1,1,,0,1,, +oneilmi02,1926,1,BRO,NL,75,201,19,42,5,3,0,20,3,,23,8,,1,9,, +orourfr01,1926,1,DET,AL,111,363,43,88,16,1,1,41,8,6,35,33,,7,17,, +osborbo01,1926,1,CHN,NL,31,41,1,6,1,0,0,4,0,,0,16,,0,4,, +ottme01,1926,1,NY1,NL,35,60,7,23,2,0,0,4,1,,1,9,,0,0,, +padgeer01,1926,1,CLE,AL,36,62,7,13,0,1,0,6,1,0,8,3,,0,0,, +palmeem01,1926,1,WS1,AL,7,3,1,1,0,0,0,0,0,0,0,0,,0,0,, +paschbe01,1926,1,NYA,AL,96,258,46,74,12,3,7,32,7,6,26,35,,1,11,, +patejo01,1926,1,PHA,AL,47,27,1,4,2,0,0,4,0,0,3,3,,0,2,, +peckiro01,1926,1,WS1,AL,57,147,19,35,4,1,1,14,3,0,28,12,,0,3,, +pennohe01,1926,1,NYA,AL,40,85,8,18,2,0,0,6,0,0,10,8,,1,16,, +perkicy01,1926,1,PHA,AL,63,148,14,43,6,0,0,19,0,2,18,7,,1,14,, +pettyje01,1926,1,BRO,NL,38,97,6,17,5,0,0,8,1,,1,29,,0,3,, +picinva01,1926,1,CIN,NL,89,240,33,63,16,1,2,31,4,,29,22,,0,8,, +piercbi01,1926,1,CHN,NL,19,35,2,9,3,0,0,3,0,,0,2,,0,0,, +piercra01,1926,1,PHI,NL,39,24,1,3,0,0,0,1,0,,1,5,,0,2,, +pinelba01,1926,1,CIN,NL,71,207,26,46,7,4,0,24,2,,15,5,,3,9,, +pippwa01,1926,1,CIN,NL,155,574,72,167,22,15,6,99,8,,49,26,,5,21,, +poetzjo01,1926,1,NY1,NL,2,1,1,0,0,0,0,0,0,,1,0,,0,0,, +pooleji01,1926,1,PHA,AL,112,361,49,106,23,5,8,63,4,3,23,25,,2,8,, +portene01,1926,1,NY1,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +prothdo01,1926,1,CIN,NL,3,5,1,1,0,1,0,1,0,,1,1,,0,0,, +purdypi01,1926,1,CHA,AL,11,33,5,6,2,1,0,6,0,1,2,1,,0,4,, +quinnja01,1926,1,PHA,AL,31,46,4,8,2,0,0,3,0,0,3,9,,1,6,, +rambope01,1926,1,PHI,NL,1,1,0,1,0,0,0,0,0,,0,0,,0,0,, +rawlijo01,1926,1,PIT,NL,61,181,27,42,6,0,0,20,3,,14,10,,0,15,, +reevebo01,1926,1,WS1,AL,20,49,4,11,0,1,0,7,1,1,6,9,,1,0,, +reganbi01,1926,1,BOS,AL,108,403,40,106,21,3,4,34,6,3,23,37,,4,11,, +reinhar01,1926,1,SLN,NL,40,63,7,20,2,2,0,11,1,,1,3,,0,3,, +rhemfl01,1926,1,SLN,NL,34,96,11,18,1,0,1,12,0,,4,36,,0,5,, +rhyneha01,1926,1,PIT,NL,109,366,46,92,14,3,2,39,1,,35,21,,6,18,, +ricebo01,1926,1,PHI,NL,19,54,3,8,0,1,0,10,0,,3,4,,0,2,, +riceha01,1926,1,SLA,AL,148,578,86,181,27,10,9,59,10,11,63,40,,4,10,, +ricesa01,1926,1,WS1,AL,152,641,98,216,32,14,3,76,24,23,42,20,,2,18,, +riconha01,1926,1,BSN,NL,4,12,1,2,0,0,0,0,0,,2,2,,0,0,, +rigneto01,1926,1,BOS,AL,148,525,71,142,32,6,4,53,6,8,108,31,,0,26,, +ringji01,1926,1,NY1,NL,39,56,4,8,1,0,0,2,0,,2,26,,0,3,, +rixeyep01,1926,1,CIN,NL,37,84,6,19,0,0,0,8,0,,5,8,,0,6,, +roberch01,1926,1,SLA,AL,8,10,1,3,0,0,0,2,0,0,2,0,,0,0,, +roberge01,1926,1,SLA,AL,78,247,23,62,12,6,1,19,5,1,17,10,,1,9,, +rommeed01,1926,1,PHA,AL,37,61,6,6,1,0,0,2,0,0,6,8,,0,10,, +rootch01,1926,1,CHN,NL,42,91,8,13,1,0,1,7,0,,2,25,,2,4,, +rosensi01,1926,1,BOS,AL,104,285,34,76,12,3,4,34,4,1,19,18,,2,7,, +rossbu01,1926,1,BOS,AL,1,1,0,0,0,0,0,0,0,0,0,1,,0,0,, +rothrja01,1926,1,BOS,AL,15,17,3,5,1,0,0,2,0,0,3,1,,0,3,, +roushed01,1926,1,CIN,NL,144,563,95,182,37,10,7,79,8,,38,17,,0,30,, +ruelmu01,1926,1,WS1,AL,117,368,42,110,22,4,1,53,7,6,61,14,,2,13,, +ruethdu01,1926,1,WS1,AL,47,92,6,23,2,0,1,11,0,0,6,10,,0,3,, +ruethdu01,1926,2,NYA,AL,13,21,2,2,0,0,0,0,0,0,0,1,,1,0,, +ruffire01,1926,1,BOS,AL,37,51,8,10,1,0,1,5,0,1,2,12,,0,2,, +russeja01,1926,1,BOS,AL,36,21,0,4,0,0,0,0,0,0,2,6,,0,1,, +ruthba01,1926,1,NYA,AL,152,495,139,184,30,5,47,150,11,9,144,76,,3,10,, +ryanro01,1926,1,BSN,NL,7,5,0,1,0,0,0,0,0,,0,1,,0,0,, +sandhe01,1926,1,PHI,NL,149,567,99,154,30,5,4,37,2,,66,56,,2,16,, +schalra01,1926,1,CHA,AL,82,226,26,60,9,1,0,32,5,1,27,11,,2,8,, +schanwa01,1926,1,SLA,AL,103,285,36,94,19,5,8,50,5,5,32,20,,4,11,, +schreha01,1926,1,CHN,NL,10,18,2,1,1,0,0,0,0,,0,1,,0,2,, +scottev01,1926,1,CHA,AL,40,143,15,36,10,1,0,13,1,3,9,8,,0,6,, +scottev01,1926,2,CIN,NL,4,6,1,4,0,0,0,1,0,,0,0,,0,0,, +scottja01,1926,1,NY1,NL,51,83,8,28,4,2,1,13,0,,3,6,,1,0,, +scottpe01,1926,1,CHN,NL,77,189,34,54,13,1,3,34,3,,22,31,,1,12,, +severha01,1926,1,WS1,AL,22,34,2,7,1,0,0,4,0,0,3,2,,0,0,, +severha01,1926,2,NYA,AL,41,127,13,34,8,1,0,13,1,1,13,4,,0,2,, +seweljo01,1926,1,CLE,AL,154,578,91,187,41,5,4,85,17,7,65,6,,8,21,, +sewellu01,1926,1,CLE,AL,126,433,41,103,16,4,0,46,9,3,36,27,,4,26,, +shanewa01,1926,1,BOS,AL,69,191,20,54,12,2,0,21,1,0,17,13,,2,2,, +shannre01,1926,1,CHN,NL,19,51,9,17,5,0,0,4,0,,6,3,,1,3,, +shautjo01,1926,1,CLE,AL,34,73,8,20,3,0,0,6,1,0,5,11,,0,7,, +shawkbo01,1926,1,NYA,AL,29,35,4,9,1,0,0,3,0,0,3,6,,0,2,, +sheehto02,1926,1,PIT,NL,9,9,1,1,0,0,0,1,0,,0,0,,0,2,, +sheelea01,1926,1,CHA,AL,145,525,77,157,40,2,6,89,3,1,75,13,,7,20,, +sherdbi01,1926,1,SLN,NL,36,90,9,22,5,1,1,8,0,,1,9,,0,3,, +shockur01,1926,1,NYA,AL,41,76,6,13,1,0,0,4,0,0,10,20,,2,20,, +siemeos01,1926,1,BSN,NL,31,73,3,15,1,0,0,5,0,,2,7,,0,2,, +sigaffr01,1926,1,PHA,AL,13,43,4,11,0,0,0,2,0,0,0,3,,0,1,, +simmoal01,1926,1,PHA,AL,147,583,90,199,53,10,19,109,11,3,48,49,,1,10,, +sislege01,1926,1,SLA,AL,150,613,78,178,21,12,7,71,12,8,30,30,,3,16,, +skiffbi01,1926,1,NYA,AL,6,11,0,1,0,0,0,0,0,0,0,1,,0,0,, +slaybsc01,1926,1,NY1,NL,2,8,0,0,0,0,0,0,0,,0,0,,0,0,, +smithal02,1926,1,NY1,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithbo02,1926,1,BSN,NL,40,84,10,25,6,2,0,13,0,,2,4,,0,1,, +smithea02,1926,1,PIT,NL,105,292,29,101,17,2,2,46,1,,28,7,,2,9,, +smithge03,1926,1,DET,AL,23,5,1,0,0,0,0,1,0,0,1,1,,0,1,, +smithja03,1926,1,SLN,NL,1,1,0,0,0,0,0,0,0,,0,1,,0,0,, +smithja03,1926,2,BSN,NL,96,322,46,100,15,2,2,25,11,,28,12,,2,7,, +smithmi01,1926,1,NY1,NL,4,7,0,1,0,0,0,0,0,,0,2,,0,0,, +smithsh01,1926,1,CLE,AL,27,65,7,14,3,1,1,11,0,0,2,12,,0,4,, +snydefr01,1926,1,NY1,NL,55,148,10,32,3,2,5,16,0,,13,13,,0,2,, +sommeru01,1926,1,BOS,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +songedo01,1926,1,PIT,NL,35,38,3,4,0,1,0,2,0,,3,4,,0,0,, +sothede01,1926,1,PHI,NL,14,53,5,13,1,0,3,10,0,,4,10,,1,1,, +sothoal01,1926,1,SLN,NL,15,13,2,3,0,0,0,0,0,,1,1,,0,0,, +southbi01,1926,1,NY1,NL,36,116,23,38,6,1,5,30,1,,7,1,,0,4,, +southbi01,1926,2,SLN,NL,99,391,76,124,22,6,11,69,13,,26,9,,3,19,, +speaktr01,1926,1,CLE,AL,150,539,96,164,52,8,7,86,6,1,94,15,,0,28,, +speecby01,1926,1,CLE,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +spencro01,1926,1,PIT,NL,28,43,5,17,3,0,0,4,0,,1,0,,0,2,, +sprinbr01,1926,1,CIN,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +spurgfr01,1926,1,CLE,AL,149,614,101,181,31,3,0,49,7,2,27,36,,2,35,, +standje01,1926,1,BRO,NL,66,113,13,39,8,2,0,14,0,,5,7,,1,4,, +steenmi01,1926,1,CHA,AL,13,14,0,0,0,0,0,1,0,0,0,7,,0,1,, +stephri01,1926,1,CHN,NL,82,281,40,95,18,3,3,44,2,,31,16,,0,12,, +stewast01,1926,1,WS1,AL,62,63,27,17,6,1,0,9,8,4,6,6,,0,4,, +stockmi01,1926,1,BRO,NL,3,8,0,0,0,0,0,0,0,,1,0,,0,1,, +stokeal01,1926,1,BOS,AL,30,86,7,14,3,3,0,6,0,0,8,28,,0,1,, +stoneli01,1926,1,DET,AL,32,53,5,9,1,0,0,5,0,0,2,13,,0,0,, +strykdu01,1926,1,BRO,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stutzge01,1926,1,PHI,NL,6,9,0,0,0,0,0,0,0,,0,2,,0,0,, +sukefcl01,1926,1,CIN,NL,1,1,0,0,0,0,0,0,0,,0,1,,0,0,, +summaho01,1926,1,CLE,AL,154,581,74,179,31,6,4,76,15,8,47,9,,8,16,, +taberle01,1926,1,PHI,NL,6,1,0,0,0,0,0,0,0,,0,0,,0,0,, +tatebe01,1926,1,WS1,AL,59,142,17,38,5,2,1,13,0,0,15,1,,0,2,, +tavenja01,1926,1,DET,AL,156,532,65,141,22,14,1,58,8,7,52,53,,1,28,, +tayloda01,1926,1,WS1,AL,21,50,10,15,0,1,1,5,1,2,5,7,,0,0,, +tayloed02,1926,1,BSN,NL,92,272,37,73,8,2,0,33,4,,38,26,,5,12,, +tayloza02,1926,1,BSN,NL,125,432,36,110,22,3,0,42,1,,28,27,,2,8,, +terrybi01,1926,1,NY1,NL,98,225,26,65,12,5,5,43,3,,22,17,,0,8,, +theveto01,1926,1,SLN,NL,156,563,64,144,15,5,2,63,8,,27,26,,1,17,, +thomale01,1926,1,WS1,AL,6,2,0,0,0,0,0,0,0,0,1,0,,0,0,, +thomamy01,1926,1,NYA,AL,33,43,1,5,0,0,0,1,0,0,1,7,,0,5,, +thomato02,1926,1,CHA,AL,44,86,5,16,0,0,0,7,0,0,5,21,,0,3,, +thompfr03,1926,1,NY1,NL,2,8,1,5,0,0,0,1,1,,2,0,,0,0,, +thurssl01,1926,1,CHA,AL,38,61,5,19,4,0,0,5,0,1,3,6,,1,1,, +tobinja01,1926,1,WS1,AL,27,33,5,7,0,1,0,3,0,0,0,0,,0,2,, +tobinja01,1926,2,BOS,AL,51,209,26,57,9,0,1,14,6,5,16,3,,0,5,, +todtph01,1926,1,BOS,AL,154,599,56,153,19,12,7,69,3,2,40,38,,4,19,, +tolsoch01,1926,1,CHN,NL,57,80,4,25,6,1,1,8,0,,5,8,,0,3,, +toporsp01,1926,1,SLN,NL,64,88,13,22,3,2,0,9,1,,8,9,,2,6,, +traynpi01,1926,1,PIT,NL,152,574,83,182,25,17,3,92,8,,38,14,,1,26,, +tysonty01,1926,1,NY1,NL,97,335,40,98,16,1,3,35,6,,15,28,,3,4,, +uchriji01,1926,1,WS1,AL,3,2,0,0,0,0,0,0,0,0,0,0,,0,0,, +uhlege01,1926,1,CLE,AL,50,132,16,30,3,0,1,11,2,2,10,12,,1,4,, +ulricdu01,1926,1,PHI,NL,45,49,4,12,3,0,0,3,0,,5,6,,0,2,, +vanceda01,1926,1,BRO,NL,24,55,2,10,0,0,0,7,0,,4,14,,0,3,, +vangiel01,1926,1,SLA,AL,42,58,5,11,3,1,0,4,0,0,5,9,,0,4,, +vargubi01,1926,1,BSN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +veltmpa01,1926,1,CHA,AL,5,4,1,1,0,0,0,0,0,0,1,1,,0,0,, +vicker01,1926,1,SLN,NL,24,51,6,10,2,0,0,4,0,,3,4,,0,2,, +walberu01,1926,1,PHA,AL,40,46,0,7,0,0,0,4,0,0,2,13,,0,5,, +walkecu01,1926,1,CIN,NL,155,571,83,175,24,20,6,78,3,,60,31,,0,30,, +wambsbi01,1926,1,PHA,AL,54,54,11,19,3,0,0,1,1,1,8,8,,1,3,, +wanerpa01,1926,1,PIT,NL,144,536,101,180,35,22,8,79,11,,66,19,,4,12,, +wardaa01,1926,1,NYA,AL,22,31,5,10,2,0,0,3,0,0,2,6,,0,1,, +warneja01,1926,1,DET,AL,100,311,41,78,8,6,0,34,8,4,38,24,,5,16,, +warwibi01,1926,1,SLN,NL,9,14,0,5,0,0,0,2,0,,0,2,,0,1,, +welchfr01,1926,1,PHA,AL,75,174,26,49,8,1,4,23,2,5,26,9,,2,11,, +welchjo01,1926,1,CHN,NL,3,1,0,1,0,0,0,0,0,,0,0,,0,0,, +wellsed01,1926,1,DET,AL,36,73,6,15,3,1,0,7,1,0,1,12,,0,0,, +welshji01,1926,1,BSN,NL,134,490,69,136,18,11,3,57,6,,33,28,,8,32,, +welzeto01,1926,1,BOS,AL,39,38,4,8,1,0,0,5,0,0,8,2,,0,0,, +wendele01,1926,1,PHI,NL,1,4,0,0,0,0,0,0,0,,0,0,,0,0,, +wertsjo01,1926,1,BSN,NL,32,64,6,17,1,0,1,6,0,,5,13,,0,3,, +wheatza01,1926,1,BRO,NL,111,411,68,119,31,2,5,35,4,,21,14,,1,12,, +whiteea01,1926,1,DET,AL,36,91,6,23,1,3,0,10,0,0,6,24,,0,3,, +willicy01,1926,1,PHI,NL,107,336,63,116,13,4,18,53,2,,38,35,,4,6,, +willike01,1926,1,SLA,AL,108,347,55,97,15,7,17,74,5,4,39,23,,1,14,, +willile02,1926,1,PHA,AL,13,9,0,2,0,0,0,0,0,0,0,1,,0,0,, +willile03,1926,1,BRO,NL,12,5,1,1,1,0,0,0,0,,0,2,,0,0,, +willocl01,1926,1,PHI,NL,47,52,4,11,1,0,0,2,0,,3,11,,0,3,, +wilsofr01,1926,1,BSN,NL,87,236,22,56,11,3,0,23,3,,20,21,,1,8,, +wilsoha01,1926,1,CHN,NL,142,529,97,170,36,8,21,109,10,,69,61,,6,9,, +wilsoji01,1926,1,PHI,NL,90,279,40,85,10,2,4,32,3,,25,20,,0,9,, +wiltsha01,1926,1,BOS,AL,37,59,4,5,0,0,0,4,0,0,4,16,,0,4,, +wingaer01,1926,1,SLA,AL,42,61,4,14,4,0,0,5,0,0,3,9,,0,1,, +wingfte01,1926,1,BOS,AL,43,69,5,15,3,0,0,3,0,1,1,6,,0,0,, +wingoal01,1926,1,DET,AL,108,298,45,84,19,0,1,45,4,2,52,32,,0,10,, +wingoiv01,1926,1,CIN,NL,7,10,0,2,0,0,0,1,0,,1,0,,1,0,, +wisneja01,1926,1,NY1,NL,5,10,3,2,0,0,0,0,0,,0,2,,0,0,, +wittwh01,1926,1,BRO,NL,63,85,13,22,1,1,0,3,1,,12,6,,0,2,, +womacsi01,1926,1,BSN,NL,1,3,0,0,0,0,0,1,0,,0,0,,0,0,, +woodala01,1926,1,DET,AL,67,146,18,34,5,0,0,15,0,0,15,2,,0,4,, +wrighgl01,1926,1,PIT,NL,119,458,73,141,15,15,8,77,6,,19,26,,0,16,, +wrighru01,1926,1,PHI,NL,112,368,55,113,23,1,7,57,5,,27,11,,1,7,, +yarnaru01,1926,1,PHI,NL,1,1,0,0,0,0,0,0,0,,0,1,,0,0,, +ydeem01,1926,1,PIT,NL,43,74,11,17,5,2,0,4,0,,5,7,,0,2,, +youngro01,1926,1,NY1,NL,95,372,62,114,12,5,4,43,21,,37,19,,2,10,, +zachato01,1926,1,SLA,AL,34,86,4,23,4,1,1,5,0,0,4,19,,0,2,, +zahnipa01,1926,1,BOS,AL,30,49,3,8,0,0,0,3,0,0,6,21,,0,0,, +zitzmbi01,1926,1,CIN,NL,53,94,21,23,2,1,0,3,3,,6,7,,2,3,, +adamssp01,1927,1,CHN,NL,146,647,100,189,17,7,0,49,26,,42,26,,0,16,, +adamssp02,1927,1,SLA,AL,88,259,32,69,11,3,0,29,1,8,24,33,,2,9,, +aldrivi01,1927,1,PIT,NL,35,96,5,21,5,0,0,9,0,,1,3,,0,3,, +alexape01,1927,1,SLN,NL,37,94,7,23,3,1,0,6,0,,5,14,,0,3,, +allenet01,1927,1,CIN,NL,111,359,54,106,26,4,2,20,12,,14,23,,2,13,, +applepe01,1927,1,CIN,NL,6,11,1,6,0,0,0,1,0,,0,0,,0,0,, +atkinle01,1927,1,WS1,AL,1,1,1,0,0,0,0,0,0,0,0,0,,0,0,, +attredi01,1927,1,PHI,NL,44,83,17,17,1,1,1,11,1,,14,18,,0,3,, +autrych02,1927,1,CLE,AL,16,43,5,11,4,1,0,7,0,0,0,6,,0,3,, +baeched01,1927,1,PHI,NL,1,2,0,0,0,0,0,0,0,,0,0,,0,0,, +bakerne01,1927,1,PHA,AL,5,6,0,1,0,0,0,2,0,0,0,2,,0,0,, +baldwhe01,1927,1,PHI,NL,6,16,1,5,0,0,0,1,0,,1,2,,0,0,, +ballowi01,1927,1,SLA,AL,21,28,1,1,1,0,0,0,0,0,1,8,,0,1,, +bancrda01,1927,1,BSN,NL,111,375,44,91,13,4,1,31,5,,43,36,,1,8,, +barnach01,1927,1,CHA,AL,18,19,3,3,3,0,0,5,0,0,4,4,,0,1,, +barneje01,1927,1,BRO,NL,18,23,1,5,0,0,0,0,0,,0,3,,0,1,, +barnere01,1927,1,WS1,AL,3,11,5,4,1,0,0,0,0,0,1,3,,0,0,, +barnevi01,1927,1,NY1,NL,35,83,5,9,0,0,0,4,0,,0,29,,0,4,, +barnhcl01,1927,1,PIT,NL,108,360,65,115,23,4,3,54,2,,37,19,,1,21,, +barrebi02,1927,1,CHA,AL,147,556,62,159,35,9,4,83,20,13,52,46,,0,26,, +barrebo01,1927,1,BRO,NL,99,355,29,92,10,2,5,38,1,,14,22,,1,12,, +bartedi01,1927,1,PIT,NL,1,2,0,0,0,0,0,0,0,,2,0,,0,0,, +bassljo01,1927,1,DET,AL,81,200,19,57,7,0,0,24,1,0,45,9,,0,9,, +batesch01,1927,1,PHA,AL,9,38,5,9,2,2,0,2,3,1,3,5,,0,0,, +battlji01,1927,1,CHA,AL,6,8,1,3,0,1,0,0,0,0,0,1,,0,1,, +beallwa01,1927,1,NYA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +beckbo01,1927,1,SLA,AL,3,4,0,1,0,0,0,1,0,0,0,0,,0,0,, +beckcl01,1927,1,CHN,NL,117,391,44,101,20,5,2,44,0,,43,37,,0,16,, +beckmji01,1927,1,CIN,NL,4,1,0,0,0,0,0,0,0,,1,1,,0,0,, +bellhi01,1927,1,SLN,NL,25,11,1,1,0,0,0,0,0,,0,4,,0,0,, +bellle01,1927,1,SLN,NL,115,390,48,101,26,6,9,65,5,,34,63,,1,13,, +bengobe01,1927,1,NYA,AL,31,85,6,21,3,3,0,10,0,3,4,4,,0,1,, +bennefr01,1927,1,BOS,AL,4,3,0,0,0,0,0,0,0,0,0,1,,0,0,, +bennehe01,1927,1,SLA,AL,93,256,40,68,12,2,3,30,6,2,14,21,,3,10,, +bentlja01,1927,1,NY1,NL,8,9,1,2,0,0,1,2,0,,1,1,,0,0,, +bentola01,1927,1,BSN,NL,11,18,1,4,1,0,0,4,0,,0,5,,1,3,, +bentola01,1927,2,NY1,NL,31,50,4,8,0,0,0,3,0,,1,14,,1,8,, +bergejo02,1927,1,WS1,AL,9,15,1,4,0,0,0,1,0,0,2,3,,0,0,, +bergmo01,1927,1,CHA,AL,35,69,4,17,4,0,0,4,0,0,4,10,,0,4,, +billijo02,1927,1,DET,AL,10,27,4,7,1,0,0,1,0,0,1,8,,0,0,, +bishoma01,1927,1,PHA,AL,117,372,80,103,15,1,0,22,8,6,105,28,,5,7,, +blackle01,1927,1,CHA,AL,1,1,1,1,0,0,0,1,0,0,0,0,,0,0,, +bladera01,1927,1,SLN,NL,61,180,33,57,8,5,2,29,3,,28,22,,2,6,, +blaehge01,1927,1,SLA,AL,1,3,0,1,1,0,0,1,0,0,0,2,,0,0,, +blakesh01,1927,1,CHN,NL,32,83,2,16,0,0,0,3,0,,1,10,,0,4,, +blankte01,1927,1,CHA,AL,38,80,9,15,5,1,3,14,0,0,6,22,,0,1,, +bluegos01,1927,1,WS1,AL,146,503,71,138,21,10,1,66,15,5,57,47,,5,18,, +bluelu01,1927,1,DET,AL,112,365,71,95,17,9,1,42,13,7,71,28,,2,16,, +bolenst01,1927,1,SLA,AL,3,3,1,1,1,0,0,1,0,0,0,0,,0,0,, +boleyjo01,1927,1,PHA,AL,118,370,49,115,18,8,1,52,8,5,26,14,,3,16,, +boneyha01,1927,1,NY1,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +booneik01,1927,1,CHA,AL,29,53,10,12,4,0,1,11,0,0,3,4,,0,1,, +bottoji01,1927,1,SLN,NL,152,574,95,174,31,15,19,124,8,,74,49,,5,26,, +bradlhe01,1927,1,BOS,AL,6,7,0,3,0,0,0,1,0,0,0,0,,0,0,, +branodu01,1927,1,PHA,AL,30,94,8,22,1,0,0,13,2,1,2,5,,0,6,, +bratsfr01,1927,1,BOS,AL,1,1,0,0,0,0,0,0,0,0,0,0,,0,0,, +braxtga01,1927,1,WS1,AL,58,39,1,9,1,0,0,2,0,0,3,6,,0,3,, +bressru01,1927,1,CIN,NL,124,467,43,136,14,8,3,77,4,,32,22,,1,24,, +brickfr01,1927,1,PIT,NL,32,21,6,6,1,0,1,4,0,,1,0,,0,1,, +brillji01,1927,1,CHN,NL,32,44,1,1,0,0,0,1,0,,2,19,,0,6,, +browned02,1927,1,BSN,NL,155,558,64,171,35,6,2,75,11,,28,20,,0,19,, +brownjo03,1927,1,CHA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brownju01,1927,1,CLE,AL,8,3,1,2,0,0,0,1,0,0,2,1,,0,0,, +buckega01,1927,1,CLE,AL,35,71,6,19,4,1,0,7,0,1,3,6,,0,2,, +burkebo01,1927,1,WS1,AL,36,24,3,3,0,0,0,2,0,0,0,1,,0,3,, +burnejo01,1927,1,CLE,AL,17,8,5,0,0,0,0,0,1,0,0,3,,0,0,, +burnsge02,1927,1,CLE,AL,140,549,84,175,51,2,3,78,13,11,42,27,,7,9,, +burrudi01,1927,1,BSN,NL,72,220,22,70,8,3,0,32,3,,17,10,,1,10,, +bushefr01,1927,1,BOS,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bushgu01,1927,1,CHN,NL,36,65,2,8,1,0,0,1,0,,1,10,,0,5,, +bushjo01,1927,1,PIT,NL,7,5,0,3,0,0,0,2,0,,1,1,,0,0,, +bushjo01,1927,2,NY1,NL,3,4,0,2,0,0,0,0,0,,0,0,,0,0,, +butlejo02,1927,1,BRO,NL,149,521,39,124,13,6,2,57,9,,34,33,,6,16,, +cantrgu01,1927,1,BRO,NL,6,3,1,1,0,0,0,1,0,,0,2,,0,0,, +cantrgu01,1927,2,PHA,AL,2,6,0,1,0,0,0,0,0,0,0,0,,0,0,, +cantwbe01,1927,1,NY1,NL,5,8,1,2,1,0,0,2,0,,0,1,,0,0,, +careyma01,1927,1,BRO,NL,144,538,70,143,30,10,1,54,32,,64,18,,1,20,, +carlsha01,1927,1,PHI,NL,12,25,4,6,0,0,0,4,0,,1,2,,0,1,, +carlsha01,1927,2,CHN,NL,27,67,1,11,0,0,0,9,0,,0,7,,0,3,, +carlycl01,1927,1,BOS,AL,95,278,31,65,12,8,1,28,4,4,36,40,,1,9,, +carroow01,1927,1,DET,AL,37,69,11,12,2,1,0,5,0,0,2,5,,0,1,, +cheevvi01,1927,1,NY1,NL,3,0,0,0,0,0,0,0,0,,0,0,,0,1,, +chriscu01,1927,1,CIN,NL,57,185,25,47,6,0,0,16,4,,20,16,,1,4,, +churrjo01,1927,1,CHN,NL,1,1,0,1,0,0,0,0,0,,0,0,,0,0,, +clancbu01,1927,1,CHA,AL,130,464,46,139,21,2,3,53,4,3,24,24,,2,24,, +clarkbi01,1927,1,NY1,NL,28,20,1,1,0,0,0,0,0,,4,7,,0,0,, +clarkda04,1927,1,SLN,NL,58,72,8,17,2,2,0,13,0,,8,7,,0,0,, +clarkea01,1927,1,BSN,NL,13,44,6,12,1,0,0,3,0,,2,4,,0,3,, +clarkwa02,1927,1,BRO,NL,27,21,0,3,0,0,0,0,0,,1,6,,0,1,, +cobbty01,1927,1,PHA,AL,134,490,104,175,32,7,5,93,22,16,67,12,,5,12,, +cochrmi01,1927,1,PHA,AL,126,432,80,146,20,6,12,80,9,6,50,7,,2,23,, +coffmdi01,1927,1,WS1,AL,5,3,1,1,0,0,0,0,0,0,1,2,,0,1,, +colebe01,1927,1,CHA,AL,27,18,1,3,0,0,0,0,0,0,0,1,,0,2,, +collaha01,1927,1,CLE,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +collied01,1927,1,PHA,AL,95,226,50,76,12,1,1,15,6,2,56,9,,0,8,, +collipa01,1927,1,NYA,AL,92,251,38,69,9,3,7,36,0,1,54,24,,2,4,, +colliri01,1927,1,DET,AL,30,54,5,11,1,1,0,6,0,1,6,12,,0,7,, +combsea01,1927,1,NYA,AL,152,648,137,231,36,23,6,64,15,6,62,31,,2,12,, +comorad01,1927,1,PIT,NL,18,61,5,14,1,0,0,4,0,,3,1,,0,4,, +connasa01,1927,1,CHA,AL,43,67,5,22,1,0,0,6,0,0,2,10,,0,7,, +cooneji02,1927,1,CHN,NL,33,132,16,32,2,0,0,6,1,,8,7,,0,9,, +cooneji02,1927,2,PHI,NL,76,259,33,70,12,1,0,15,4,,13,9,,0,10,, +coonejo01,1927,1,BSN,NL,10,1,4,0,0,0,0,0,0,,0,0,,0,0,, +corgach01,1927,1,BRO,NL,19,57,3,15,1,0,0,1,0,,4,4,,0,1,, +covelst01,1927,1,WS1,AL,5,6,1,2,0,0,0,1,0,0,0,2,,0,0,, +cremibo01,1927,1,BOS,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +critzhu01,1927,1,CIN,NL,113,396,50,110,10,8,4,49,7,,16,18,,0,17,, +cronijo01,1927,1,PIT,NL,12,22,2,5,1,0,0,3,0,,2,3,,0,0,, +crousbu01,1927,1,CHA,AL,85,222,22,53,11,0,0,20,4,1,21,10,,1,11,, +crowdal01,1927,1,WS1,AL,15,22,1,3,1,0,0,3,0,0,0,4,,0,1,, +crowdal01,1927,2,SLA,AL,21,23,3,6,1,0,0,1,0,0,1,1,,0,1,, +culloni02,1927,1,WS1,AL,15,23,2,5,2,0,0,1,0,0,1,6,,0,0,, +culloni02,1927,2,CLE,AL,32,68,9,16,2,3,1,8,0,4,9,19,,1,2,, +cummija01,1927,1,NY1,NL,43,80,8,29,6,1,2,14,0,,5,10,,1,3,, +cuyleki01,1927,1,PIT,NL,85,285,60,88,13,7,3,31,20,,37,36,,3,5,, +cvengmi01,1927,1,PIT,NL,23,19,2,3,1,0,0,3,0,,1,1,,0,1,, +dawsojo01,1927,1,PIT,NL,20,25,1,5,0,0,0,1,0,,0,3,,0,1,, +deanwa01,1927,1,PHI,NL,3,3,1,2,0,1,0,1,0,,0,0,,0,0,, +deanwa01,1927,2,CHN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dearbu01,1927,1,WS1,AL,2,1,1,0,0,0,0,0,0,0,0,0,,0,0,, +deberha01,1927,1,BRO,NL,68,201,15,47,3,2,1,21,1,,17,8,,0,6,, +decatar01,1927,1,PHI,NL,29,27,2,6,0,0,0,2,0,,2,12,,0,3,, +deitrbi01,1927,1,PHI,NL,5,6,1,1,0,0,0,0,0,,0,0,,0,0,, +devivbe01,1927,1,DET,AL,24,22,4,5,1,0,0,2,1,0,2,8,,0,2,, +devoral01,1927,1,NY1,NL,68,141,14,35,3,1,2,21,1,,11,11,,2,4,, +dixonle01,1927,1,SLA,AL,36,103,6,20,3,1,0,12,0,1,7,6,,0,1,, +doakbi01,1927,1,BRO,NL,27,47,2,6,2,0,0,1,0,,0,20,,0,8,, +donohpe01,1927,1,CIN,NL,33,64,1,16,0,0,0,6,0,,2,4,,0,3,, +douthta01,1927,1,SLN,NL,130,488,81,128,29,6,5,50,6,,52,45,,2,13,, +doyleje01,1927,1,DET,AL,7,3,0,1,0,0,0,1,0,0,0,1,,0,0,, +dressch01,1927,1,CIN,NL,144,548,78,160,36,10,2,55,7,,71,32,,3,25,, +duganjo01,1927,1,NYA,AL,112,387,44,104,24,3,2,43,1,4,27,37,,3,12,, +durstce01,1927,1,NYA,AL,65,129,18,32,4,3,0,25,0,3,6,7,,0,7,, +dyered01,1927,1,SLN,NL,1,0,0,0,0,0,0,0,0,,1,0,,0,0,, +dykesji01,1927,1,PHA,AL,121,417,61,135,33,6,3,60,2,3,44,23,,4,15,, +edwarfo01,1927,1,BSN,NL,33,22,3,1,1,0,0,0,0,,1,5,,0,4,, +eggerel01,1927,1,BOS,AL,5,3,0,0,0,0,0,0,0,0,1,1,,0,0,, +ehmkeho01,1927,1,PHA,AL,30,68,5,14,5,0,0,3,0,0,0,4,,0,3,, +ehrharu01,1927,1,BRO,NL,46,24,4,6,1,0,0,2,0,,1,6,,0,0,, +eichrik01,1927,1,CLE,AL,85,267,24,59,19,2,0,25,2,3,16,25,,0,10,, +ellioju01,1927,1,BRO,NL,30,64,1,9,4,0,0,6,0,,5,26,,0,1,, +engliwo01,1927,1,CHN,NL,87,334,46,97,14,4,1,28,1,,16,26,,1,23,, +faberre01,1927,1,CHA,AL,18,37,2,10,3,0,0,4,0,0,2,8,,0,5,, +falkbi01,1927,1,CHA,AL,145,535,76,175,35,6,9,83,5,7,52,19,,4,22,, +falkch01,1927,1,SLA,AL,9,5,0,1,0,0,0,1,0,0,0,1,,0,0,, +farredo01,1927,1,NY1,NL,42,142,13,55,10,1,3,34,0,,12,11,,2,3,, +farredo01,1927,2,BSN,NL,110,424,44,124,13,2,1,58,4,,14,21,,0,19,, +faulkji01,1927,1,NY1,NL,3,2,0,1,0,0,0,1,0,,1,1,,0,0,, +felixgu01,1927,1,BRO,NL,130,445,43,118,21,8,0,57,6,,39,47,,2,12,, +fergual01,1927,1,PHI,NL,31,70,4,7,0,0,0,2,0,,5,34,,0,10,, +ferrewe01,1927,1,CLE,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fewstch01,1927,1,BRO,NL,4,1,1,0,0,0,0,0,0,,0,0,,0,0,, +fitzsfr01,1927,1,NY1,NL,42,87,6,18,2,1,0,8,0,,1,9,,0,8,, +flagsir01,1927,1,BOS,AL,131,466,63,133,26,8,4,69,12,2,57,25,,9,23,, +flaskro01,1927,1,CHA,AL,26,95,12,21,5,0,0,6,0,0,3,8,,2,3,, +floweja01,1927,1,BRO,NL,67,231,26,54,5,5,2,20,3,,21,25,,1,6,, +fonsele01,1927,1,CLE,AL,112,428,60,133,20,7,2,40,12,4,12,17,,2,17,, +fordho01,1927,1,CIN,NL,115,409,45,112,16,2,1,46,0,,33,34,,2,12,, +fothebo01,1927,1,DET,AL,143,527,93,189,38,9,9,114,9,15,47,31,,2,17,, +fournja01,1927,1,BSN,NL,122,374,55,106,18,2,10,53,4,,44,16,,6,9,, +foxxji01,1927,1,PHA,AL,61,130,23,42,6,5,3,20,2,1,14,11,,1,1,, +frankfr02,1927,1,SLN,NL,8,20,0,5,0,0,0,3,0,,1,1,,0,1,, +freemjo01,1927,1,BOS,AL,4,2,0,0,0,0,0,0,0,0,0,0,,0,0,, +freigho01,1927,1,CHN,NL,30,86,12,20,5,0,0,10,0,,9,10,,1,0,, +frencwa01,1927,1,PHA,AL,109,326,48,99,10,5,0,41,9,1,16,14,,1,13,, +fribebe01,1927,1,PHI,NL,111,335,31,78,8,2,1,28,3,,41,49,,3,17,, +friscfr01,1927,1,SLN,NL,153,617,112,208,31,11,10,78,48,,43,10,,7,26,, +galloch01,1927,1,PHA,AL,77,181,25,48,10,4,0,22,1,3,18,9,,0,6,, +ganzeba01,1927,1,WS1,AL,13,48,7,21,4,2,1,13,0,0,7,3,,0,3,, +gastomi01,1927,1,SLA,AL,37,96,13,25,8,0,3,15,0,0,5,26,,0,5,, +gautrdo01,1927,1,BSN,NL,87,236,38,58,12,2,0,20,11,,25,20,,1,8,, +gazelmi01,1927,1,NYA,AL,54,115,17,32,8,4,0,9,4,1,23,16,,1,9,, +gehrich01,1927,1,DET,AL,133,508,110,161,29,11,4,61,17,8,52,31,,2,9,, +gehrilo01,1927,1,NYA,AL,155,584,149,218,52,18,47,175,10,8,109,84,,3,21,, +genewjo01,1927,1,BSN,NL,40,57,3,11,1,0,0,5,0,,1,9,,0,3,, +gerbewa01,1927,1,SLA,AL,142,438,44,98,13,9,0,45,3,6,35,25,,2,23,, +gerkege01,1927,1,CLE,AL,6,14,1,3,0,0,0,2,0,0,1,3,,0,0,, +giardjo01,1927,1,NYA,AL,16,7,2,2,0,0,0,0,0,0,0,4,,0,0,, +gibsofr01,1927,1,BSN,NL,60,167,7,37,1,2,0,19,2,,3,10,,0,3,, +gibsosa01,1927,1,DET,AL,33,66,6,14,4,0,0,4,0,0,0,8,,0,3,, +gilligr01,1927,1,WS1,AL,10,36,8,8,3,1,0,2,0,0,2,0,,0,0,, +gilljo01,1927,1,CLE,AL,21,60,8,13,3,0,1,4,1,1,7,13,,2,0,, +goldsha01,1927,1,BSN,NL,22,21,1,5,1,0,0,2,0,,0,3,,0,1,, +gonzami01,1927,1,CHN,NL,39,108,15,26,4,1,1,15,1,,10,8,,1,4,, +goochjo01,1927,1,PIT,NL,101,291,22,75,17,2,2,48,0,,19,21,,1,8,, +gosligo01,1927,1,WS1,AL,148,581,96,194,37,15,13,120,21,6,50,28,,5,23,, +grabojo01,1927,1,NYA,AL,70,195,29,54,2,4,0,25,0,0,20,15,,2,6,, +grampha01,1927,1,CHN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grantge01,1927,1,PIT,NL,151,531,96,162,33,11,8,66,9,,74,39,,6,23,, +grantge02,1927,1,CLE,AL,25,21,0,2,0,0,0,2,0,0,0,6,,0,2,, +gravesi01,1927,1,BSN,NL,7,20,5,5,1,1,0,2,1,,0,1,,0,1,, +graydo02,1927,1,PHA,AL,37,42,6,8,0,0,0,2,0,0,3,11,,0,3,, +greenke01,1927,1,NY1,NL,12,2,0,0,0,0,0,0,0,,0,1,,0,1,, +greenke01,1927,2,BSN,NL,27,64,4,11,0,0,0,2,0,,3,20,,0,7,, +grimebu01,1927,1,NY1,NL,39,96,10,18,4,0,0,6,0,,5,16,,0,5,, +grimmch01,1927,1,CHN,NL,147,543,68,169,29,6,2,74,3,,45,21,,3,26,, +grohhe01,1927,1,PIT,NL,14,35,2,10,1,0,0,3,0,,2,2,,0,0,, +grovele01,1927,1,PHA,AL,51,80,8,10,1,0,2,8,1,0,8,30,,0,9,, +hadlebu01,1927,1,WS1,AL,30,70,8,19,3,0,0,10,0,0,2,11,,0,2,, +hafeych01,1927,1,SLN,NL,103,346,62,114,26,5,18,63,12,,36,41,,5,7,, +haineje01,1927,1,SLN,NL,38,114,6,23,3,0,0,8,0,,3,30,,0,4,, +halesa01,1927,1,PHA,AL,131,501,77,157,24,8,5,81,11,3,32,32,,3,28,, +hambyji01,1927,1,NY1,NL,21,52,6,10,0,1,0,5,1,,7,7,,0,0,, +haneyfr01,1927,1,BOS,AL,47,116,23,32,4,1,3,12,4,1,25,14,,0,8,, +haneyfr01,1927,2,CHN,NL,4,3,0,0,0,0,0,0,0,,0,0,,0,0,, +hankido01,1927,1,DET,AL,20,7,0,1,0,0,0,0,0,0,0,2,,0,0,, +hargrbu01,1927,1,CIN,NL,102,305,36,94,18,3,0,35,0,,31,18,,2,11,, +hargrch01,1927,1,BRO,NL,46,133,9,38,3,1,0,11,1,,14,7,,2,2,, +harpege02,1927,1,NY1,NL,145,483,85,160,19,6,16,87,7,,84,27,,5,21,, +harribu01,1927,1,WS1,AL,128,475,98,127,20,3,1,55,18,3,66,33,,5,30,, +harrijo03,1927,1,PIT,NL,129,411,57,134,27,9,5,73,0,,48,19,,4,23,, +harrisl01,1927,1,BOS,AL,44,66,1,8,1,0,0,3,0,0,2,17,,1,6,, +hartlgr01,1927,1,BOS,AL,103,244,23,67,11,0,1,31,1,0,22,14,,1,7,, +hartnga01,1927,1,CHN,NL,127,449,56,132,32,5,10,80,2,,44,42,,3,13,, +hayesja02,1927,1,WS1,AL,10,29,2,7,0,0,0,2,0,0,1,2,,0,1,, +hearnbu02,1927,1,BSN,NL,8,5,0,2,0,0,0,0,0,,0,0,,0,0,, +heathcl01,1927,1,CHN,NL,83,228,28,67,12,4,2,25,6,,20,16,,3,7,, +heilmha01,1927,1,DET,AL,141,505,106,201,50,9,14,120,11,5,72,16,,2,17,, +hendrha01,1927,1,BRO,NL,128,458,55,142,18,11,4,50,29,,24,40,,4,9,, +henlibu01,1927,1,BRO,NL,67,177,12,47,10,3,1,18,1,,17,10,,2,7,, +henrydu01,1927,1,NY1,NL,45,55,8,13,3,0,0,7,0,,2,4,,0,1,, +hermaba01,1927,1,BRO,NL,130,412,65,112,26,9,14,73,4,,39,41,,1,14,, +highan01,1927,1,BSN,NL,113,384,59,116,15,9,4,46,4,,26,11,,2,10,, +hillca01,1927,1,PIT,NL,44,104,10,22,3,3,0,10,0,,5,30,,0,3,, +hodapjo01,1927,1,CLE,AL,79,240,25,73,15,3,5,40,2,2,14,23,,0,7,, +hofmafr01,1927,1,BOS,AL,87,217,20,59,19,1,0,24,2,0,21,26,,2,9,, +hogansh01,1927,1,BSN,NL,71,229,24,66,17,1,3,32,2,,9,23,,3,5,, +hohmabi01,1927,1,PHI,NL,7,18,1,5,0,0,0,0,0,,2,3,,0,0,, +hollamu01,1927,1,NY1,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +holloke01,1927,1,DET,AL,36,62,2,8,0,0,0,2,0,0,1,13,,0,6,, +holmwa01,1927,1,SLN,NL,110,419,55,120,27,8,3,66,4,,24,29,,1,16,, +hopkipa01,1927,1,WS1,AL,2,3,1,2,1,0,0,0,0,0,0,0,,0,0,, +hornsro01,1927,1,NY1,NL,155,568,133,205,32,9,26,125,9,,86,38,,4,26,, +hoytwa01,1927,1,NYA,AL,36,99,10,22,2,1,0,9,0,0,3,8,,0,9,, +hudliwi01,1927,1,CLE,AL,43,96,12,24,5,1,1,6,0,0,1,22,,0,6,, +hunnebi01,1927,1,CHA,AL,112,365,45,104,25,1,2,36,15,13,25,24,,1,15,, +jackstr01,1927,1,NY1,NL,127,469,67,149,29,4,14,98,8,,32,30,,1,15,, +jacobba01,1927,1,BOS,AL,45,155,11,38,9,3,0,24,1,0,5,12,,2,2,, +jacobba01,1927,2,CLE,AL,32,103,13,26,5,0,0,13,0,0,6,4,,1,6,, +jacobba01,1927,3,PHA,AL,17,35,3,8,3,0,1,5,0,0,0,3,,0,3,, +jacobel01,1927,1,CHA,AL,25,20,4,3,0,0,0,2,0,1,1,5,,0,4,, +jacobme01,1927,1,BRO,NL,11,6,4,0,0,0,0,1,0,,0,1,,0,1,, +jamiech01,1927,1,CLE,AL,127,489,73,151,23,6,0,36,7,9,64,14,,5,14,, +jeanete01,1927,1,NY1,NL,11,20,5,6,0,0,0,0,0,,2,2,,0,0,, +johnsar01,1927,1,NY1,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnsau01,1927,1,DET,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnsji02,1927,1,PHA,AL,17,12,1,2,1,0,0,1,0,0,0,2,,0,3,, +johnssy01,1927,1,SLN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnswa01,1927,1,WS1,AL,26,46,6,16,2,0,2,10,0,0,3,4,,0,1,, +jonesdi01,1927,1,WS1,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jonespe01,1927,1,CHN,NL,30,40,3,14,1,0,0,4,0,,0,11,,0,1,, +jonessa01,1927,1,SLA,AL,32,55,2,6,2,0,0,3,0,0,7,18,,3,0,, +jonnabu01,1927,1,PHI,NL,53,143,18,42,6,0,0,14,0,,7,7,,0,4,, +jordabu01,1927,1,NY1,NL,5,5,0,1,0,0,0,0,0,,0,3,,0,0,, +juddra01,1927,1,WS1,AL,1,1,0,0,0,0,0,0,0,0,0,0,,0,0,, +judgejo01,1927,1,WS1,AL,137,522,68,161,29,11,2,71,10,5,45,22,,2,23,, +kammwi01,1927,1,CHA,AL,148,540,85,146,32,13,0,59,8,9,70,18,,0,25,, +karowma01,1927,1,BOS,AL,6,10,0,2,1,0,0,0,0,0,0,2,,0,1,, +karrbe01,1927,1,CLE,AL,22,20,2,4,1,0,0,0,1,0,4,6,,0,1,, +kaufmto01,1927,1,CHN,NL,9,16,2,5,0,0,1,6,0,,4,4,,0,2,, +kaufmto01,1927,2,PHI,NL,8,7,1,1,0,0,1,2,0,,0,1,,0,0,, +kaufmto01,1927,3,SLN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +keenvi01,1927,1,SLN,NL,21,4,0,1,0,0,0,0,0,,0,2,,0,0,, +kellyge01,1927,1,CIN,NL,61,222,27,60,16,4,5,21,1,,11,23,,1,2,, +klingjo02,1927,1,NY1,NL,3,5,0,2,0,0,0,0,0,,0,2,,0,0,, +knighja01,1927,1,BSN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +koenima01,1927,1,NYA,AL,123,526,99,150,20,11,3,62,3,2,25,21,,2,15,, +kolpra01,1927,1,CIN,NL,24,30,3,6,0,1,0,2,0,,0,9,,0,1,, +kremera01,1927,1,PIT,NL,35,83,3,14,1,0,2,10,0,,2,19,,0,3,, +kressre01,1927,1,SLA,AL,7,23,3,7,2,1,1,3,0,0,3,3,,0,1,, +lamarbi01,1927,1,PHA,AL,84,324,48,97,23,3,4,47,4,8,16,10,,1,14,, +langfsa01,1927,1,CLE,AL,20,67,10,18,5,0,1,7,0,1,5,7,,3,2,, +laynehe01,1927,1,PIT,NL,11,6,3,0,0,0,0,0,0,,1,0,,0,0,, +lazzeto01,1927,1,NYA,AL,153,570,92,176,29,8,18,102,22,14,69,82,,0,21,, +leachfr01,1927,1,PHI,NL,140,536,69,164,30,4,12,83,2,,21,32,,8,15,, +levsedu01,1927,1,CLE,AL,25,25,2,5,0,0,0,2,0,0,0,6,,0,0,, +lindca01,1927,1,CLE,AL,12,37,2,5,0,0,0,1,1,0,5,7,,1,1,, +lindsfr01,1927,1,NY1,NL,138,562,107,172,36,8,7,58,10,,40,40,,2,15,, +lisenho01,1927,1,WS1,AL,39,83,4,11,1,1,0,5,0,0,4,25,,1,8,, +littlca01,1927,1,SLN,NL,15,12,2,5,1,0,0,1,0,,0,2,,0,0,, +lucasre01,1927,1,CIN,NL,80,150,14,47,5,2,0,28,0,,12,10,,1,6,, +lundgde01,1927,1,BOS,AL,30,44,6,7,0,2,0,1,0,0,0,18,,0,3,, +luquedo01,1927,1,CIN,NL,29,83,8,18,0,3,0,9,0,,4,7,,0,7,, +lutzkru01,1927,1,CLE,AL,100,311,35,78,12,3,0,41,2,1,22,29,,3,23,, +lyonste01,1927,1,CHA,AL,41,110,16,28,6,2,1,9,0,0,6,17,,0,7,, +macfada01,1927,1,BOS,AL,37,46,3,13,1,1,1,6,1,1,5,14,,1,5,, +mahafro01,1927,1,PIT,NL,2,5,0,2,0,0,0,1,0,,0,3,,0,0,, +maniocl01,1927,1,DET,AL,1,0,0,0,0,0,0,0,0,0,1,0,,0,0,, +mannle01,1927,1,BSN,NL,29,66,8,17,3,1,0,6,2,,8,3,,0,1,, +mannle01,1927,2,NY1,NL,29,67,13,22,4,1,2,10,2,,8,7,,0,0,, +manushe01,1927,1,DET,AL,151,593,102,177,31,18,6,90,12,8,47,29,,4,15,, +maranra01,1927,1,SLN,NL,9,29,0,7,1,0,0,0,0,,2,2,,0,0,, +marbefi01,1927,1,WS1,AL,56,41,2,5,0,0,0,0,0,0,1,7,,0,1,, +marriwi01,1927,1,BRO,NL,6,9,0,1,0,1,0,1,0,,2,2,,0,0,, +mayja01,1927,1,CIN,NL,44,76,6,14,3,1,0,5,0,,3,19,,1,7,, +maysca01,1927,1,CIN,NL,14,32,5,13,1,1,1,1,0,,0,2,,0,1,, +mccurha01,1927,1,CHA,AL,86,262,34,75,19,3,1,27,6,4,32,24,,1,5,, +mcgrabo01,1927,1,BRO,NL,1,1,0,0,0,0,0,0,0,,0,1,,0,0,, +mcgrabo01,1927,2,SLN,NL,18,33,4,6,0,2,1,5,1,,0,15,,0,4,, +mcinnst01,1927,1,PHI,NL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +mckaiha01,1927,1,CLE,AL,2,4,0,0,0,0,0,0,0,0,0,0,,0,0,, +mcmanma01,1927,1,DET,AL,108,369,60,99,19,7,9,69,8,7,34,38,,1,18,, +mcnamdi01,1927,1,BSN,NL,11,9,3,0,0,0,0,0,0,,0,3,,0,2,, +mcneeea01,1927,1,WS1,AL,73,185,40,51,10,4,0,16,11,4,11,13,,1,7,, +mcnulpa01,1927,1,CLE,AL,19,41,3,13,1,0,0,4,1,2,4,3,,0,1,, +mcquihu01,1927,1,NY1,NL,11,19,0,4,1,0,0,0,0,,1,5,,1,0,, +mcquihu01,1927,2,BSN,NL,13,22,1,5,0,0,0,2,0,,1,9,,0,5,, +mcweedo01,1927,1,BRO,NL,34,47,0,2,0,0,0,1,0,,7,22,,0,6,, +meadole01,1927,1,PIT,NL,40,115,3,18,0,1,0,6,0,,4,20,,0,3,, +melilsk01,1927,1,SLA,AL,107,356,45,80,18,2,0,26,3,6,25,28,,0,19,, +mellajo01,1927,1,PHA,AL,4,7,1,2,0,0,0,2,0,0,0,1,,0,0,, +metzlal01,1927,1,CHA,AL,134,543,87,173,29,11,3,61,15,11,61,39,,9,11,, +meusebo01,1927,1,NYA,AL,135,516,75,174,47,9,8,103,24,10,45,58,,2,21,, +meuseir01,1927,1,BRO,NL,42,74,7,18,3,1,1,7,0,,11,5,,0,2,, +miljujo01,1927,1,PIT,NL,19,28,2,5,1,0,0,2,0,,0,7,,0,1,, +millebi02,1927,1,SLA,AL,143,492,83,160,32,7,5,75,8,7,30,26,,9,22,, +milleja02,1927,1,CLE,AL,34,58,3,8,1,0,0,6,0,0,1,16,,1,3,, +milleot02,1927,1,SLA,AL,51,76,8,17,5,0,0,8,0,1,8,5,,1,2,, +milleru01,1927,1,PHI,NL,2,3,0,1,0,0,0,0,0,,0,0,,0,3,, +millsar01,1927,1,BSN,NL,15,7,0,0,0,0,0,0,0,,0,0,,0,0,, +mitchcl01,1927,1,PHI,NL,18,42,5,10,2,0,1,6,0,,2,1,,0,2,, +mogrige01,1927,1,BSN,NL,20,15,1,3,1,0,0,0,0,,0,4,,0,0,, +mokanjo01,1927,1,PHI,NL,74,213,22,61,13,2,0,33,5,,25,21,,0,5,, +moorebi02,1927,1,BOS,AL,44,69,7,15,2,0,0,4,0,0,13,8,,0,1,, +mooreed01,1927,1,BSN,NL,112,411,53,124,14,4,1,32,5,,39,17,,1,11,, +moorera01,1927,1,CHA,AL,6,15,0,0,0,0,0,0,0,0,0,2,,0,0,, +moorewi01,1927,1,NYA,AL,50,75,5,6,0,0,1,2,0,0,4,38,,0,7,, +morehra01,1927,1,NYA,AL,73,195,45,50,7,2,1,20,4,4,29,18,,0,6,, +morrigu01,1927,1,BSN,NL,11,8,1,1,0,0,1,1,0,,1,3,,0,0,, +morrijo04,1927,1,PIT,NL,21,13,0,2,0,1,0,0,0,,0,6,,0,1,, +mossra01,1927,1,BRO,NL,1,3,0,1,0,1,0,2,0,,0,0,,0,1,, +mostijo01,1927,1,CHA,AL,13,16,3,2,0,0,0,1,1,0,0,1,,1,0,, +muellhe01,1927,1,NY1,NL,84,190,33,55,6,1,3,19,2,,25,12,,4,4,, +murrage01,1927,1,WS1,AL,7,6,0,1,0,0,0,1,0,0,0,1,,1,1,, +myattgl01,1927,1,CLE,AL,55,94,15,23,6,0,2,8,1,1,12,7,,1,2,, +myerbu01,1927,1,WS1,AL,15,51,7,11,1,0,0,7,3,1,8,3,,0,2,, +myerbu01,1927,2,BOS,AL,133,469,59,135,22,11,2,47,9,5,48,15,,4,19,, +nehfar01,1927,1,CIN,NL,21,13,1,1,0,0,0,2,0,,1,0,,0,1,, +nehfar01,1927,2,CHN,NL,8,7,0,3,1,0,0,3,0,,0,1,,0,0,, +neisbe01,1927,1,CLE,AL,32,96,17,29,9,0,4,18,0,1,18,9,,0,8,, +neisbe01,1927,2,CHA,AL,45,76,9,22,5,0,0,11,1,0,10,9,,0,2,, +neunjo01,1927,1,DET,AL,79,204,38,66,9,4,0,27,22,7,35,13,,2,8,, +neverer01,1927,1,SLA,AL,27,32,2,7,1,0,0,1,0,0,0,9,,0,1,, +nichoch01,1927,1,PIT,NL,8,9,0,1,1,0,0,1,0,,0,4,,0,0,, +nixonal01,1927,1,PHI,NL,54,154,18,48,7,0,0,18,1,,5,5,,0,5,, +odonnha01,1927,1,PHI,NL,16,16,1,1,0,0,0,2,0,,2,2,,0,0,, +ofarrbo01,1927,1,SLN,NL,61,178,19,47,10,1,0,18,3,,23,22,,0,2,, +onealsk01,1927,1,PHI,NL,2,1,0,0,0,0,0,0,0,,0,0,,0,0,, +oneilmi02,1927,1,WS1,AL,5,6,0,0,0,0,0,0,0,0,0,1,,0,0,, +oneilmi02,1927,2,NY1,NL,16,38,2,5,0,0,0,3,0,,5,2,,0,0,, +oneilst01,1927,1,SLA,AL,74,191,14,44,7,0,1,22,0,3,20,6,,0,13,, +onsloed01,1927,1,WS1,AL,9,18,1,4,1,0,0,1,0,0,1,0,,0,0,, +orourfr01,1927,1,SLA,AL,140,538,85,144,25,3,1,39,18,8,64,43,,12,13,, +orsater01,1927,1,SLN,NL,27,92,15,29,7,3,0,12,2,,11,12,,0,2,, +osborbo01,1927,1,CHN,NL,24,39,1,8,0,1,0,4,0,,0,14,,0,1,, +ottme01,1927,1,NY1,NL,82,163,23,46,7,3,1,19,2,,13,9,,0,4,, +padgeer01,1927,1,CLE,AL,7,7,1,2,0,0,0,0,0,0,0,2,,0,0,, +partrja01,1927,1,BRO,NL,146,572,72,149,17,6,7,40,9,,20,36,,3,16,, +paschbe01,1927,1,NYA,AL,50,82,16,26,9,2,2,16,0,2,4,10,,0,1,, +patejo01,1927,1,PHA,AL,32,10,1,3,1,0,0,2,0,0,1,0,,0,0,, +peckiro01,1927,1,CHA,AL,68,217,23,64,6,3,0,23,2,3,21,6,,1,7,, +peelho01,1927,1,SLN,NL,2,2,0,0,0,0,0,0,0,,0,1,,0,0,, +peeryre01,1927,1,PIT,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pennohe01,1927,1,NYA,AL,34,69,6,15,2,0,0,6,0,0,3,10,,0,13,, +perkicy01,1927,1,PHA,AL,59,137,11,35,7,2,1,15,0,2,12,8,,0,5,, +pettyje01,1927,1,BRO,NL,42,91,3,9,1,1,0,2,0,,1,32,,0,1,, +picinva01,1927,1,CIN,NL,65,173,16,44,8,3,0,12,3,,24,15,,0,8,, +picked01,1927,1,CHN,NL,54,181,23,31,5,2,2,15,0,,20,26,,0,9,, +pinelba01,1927,1,CIN,NL,30,76,11,15,2,0,1,4,2,,6,7,,1,2,, +pipgrge01,1927,1,NYA,AL,29,67,4,16,1,1,1,6,0,0,2,17,,0,2,, +pippwa01,1927,1,CIN,NL,122,443,49,115,19,6,2,41,2,,32,11,,0,14,, +pittipi01,1927,1,CIN,NL,31,84,17,23,5,0,1,10,4,,2,5,,0,4,, +plittno01,1927,1,BRO,NL,19,18,1,4,0,0,0,1,0,,0,5,,0,2,, +plittno01,1927,2,NY1,NL,3,1,0,0,0,0,0,0,0,,0,0,,0,0,, +pooleji01,1927,1,PHA,AL,38,99,4,22,2,0,0,10,0,0,9,6,,0,4,, +portene01,1927,1,NY1,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +powerik01,1927,1,PHA,AL,11,5,0,2,1,0,0,2,0,0,0,0,,0,0,, +pruethu01,1927,1,PHI,NL,31,60,4,13,2,1,0,7,0,,4,9,,0,5,, +purdypi01,1927,1,CIN,NL,18,62,15,22,2,4,1,12,0,,4,3,,2,2,, +quinnja01,1927,1,PHA,AL,34,66,1,6,1,0,0,6,0,0,2,17,,0,7,, +reesera01,1927,1,NY1,NL,97,355,43,94,14,2,4,21,5,,13,52,,4,9,, +reevebo01,1927,1,WS1,AL,112,380,37,97,11,5,1,39,3,1,21,53,,1,18,, +reganbi01,1927,1,BOS,AL,129,468,43,128,37,10,2,66,10,10,26,51,,2,16,, +reinhar01,1927,1,SLN,NL,27,32,8,10,1,0,0,0,0,,2,6,,0,1,, +reynoca01,1927,1,CHA,AL,14,42,5,9,3,0,1,7,1,2,5,7,,1,1,, +rhemfl01,1927,1,SLN,NL,27,59,3,4,1,0,0,2,0,,2,31,,0,3,, +rhyneha01,1927,1,PIT,NL,62,168,21,46,5,0,0,17,0,,14,9,,0,15,, +riceha01,1927,1,SLA,AL,137,520,90,149,26,9,7,68,5,4,50,21,,2,16,, +ricesa01,1927,1,WS1,AL,142,603,98,179,33,14,2,65,19,6,36,11,,0,12,, +richbla01,1927,1,BSN,NL,115,450,57,139,12,9,2,34,24,,22,30,,1,18,, +rigneto01,1927,1,BOS,AL,8,18,0,2,1,0,0,0,0,0,1,2,,0,1,, +rigneto01,1927,2,WS1,AL,45,132,20,36,5,4,0,13,1,2,22,10,,1,2,, +ringji01,1927,1,SLN,NL,13,8,3,3,2,0,0,0,0,,0,2,,0,0,, +rixeyep01,1927,1,CIN,NL,34,81,4,20,5,1,0,9,0,,3,7,,0,3,, +roberch01,1927,1,BSN,NL,28,50,3,12,0,0,0,2,0,,1,3,,0,3,, +roettos01,1927,1,BRO,NL,5,4,0,0,0,0,0,0,0,,1,1,,1,0,, +roettwa01,1927,1,SLN,NL,5,1,0,0,0,0,0,0,0,,1,0,,0,0,, +rogelbi01,1927,1,BOS,AL,82,207,35,55,14,6,2,28,3,1,24,28,,0,5,, +rollire01,1927,1,BOS,AL,82,184,19,49,4,1,0,9,3,1,12,10,,4,7,, +rommeed01,1927,1,PHA,AL,30,51,4,8,1,0,0,3,0,0,3,7,,0,4,, +rootch01,1927,1,CHN,NL,48,122,15,27,6,1,0,8,0,,4,35,,1,5,, +rothrja01,1927,1,BOS,AL,117,428,61,111,24,8,1,36,5,5,24,46,,2,9,, +roushed01,1927,1,NY1,NL,140,570,83,173,27,4,7,58,18,,26,15,,1,17,, +roylu01,1927,1,CHN,NL,11,3,0,1,0,0,0,1,0,,0,0,,0,0,, +rublear01,1927,1,DET,AL,56,91,16,15,4,2,0,11,2,2,14,15,,1,8,, +rudoldi01,1927,1,BSN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ruelmu01,1927,1,WS1,AL,131,428,61,132,16,5,1,52,9,6,63,18,,5,8,, +ruethdu01,1927,1,NYA,AL,35,80,7,21,3,0,1,10,0,0,8,15,,0,0,, +ruffire01,1927,1,BOS,AL,29,55,5,14,3,1,0,4,0,0,0,6,,1,6,, +russeja01,1927,1,BOS,AL,35,48,5,6,0,2,0,4,0,0,0,16,,0,1,, +ruthba01,1927,1,NYA,AL,151,540,158,192,29,8,60,164,7,6,137,89,,0,14,, +sandhe01,1927,1,PHI,NL,141,535,87,160,22,8,1,49,5,,58,59,,1,28,, +saundru01,1927,1,PHA,AL,5,15,2,2,1,0,0,2,0,0,3,2,,0,0,, +schalra01,1927,1,CHA,AL,16,26,2,6,2,0,0,2,0,0,2,1,,0,1,, +schanbo01,1927,1,SLN,NL,3,5,0,1,0,0,0,0,0,,0,0,,0,0,, +schanwa01,1927,1,SLA,AL,97,264,40,84,15,2,5,42,3,2,41,33,,2,4,, +schubhe01,1927,1,SLN,NL,65,218,29,56,6,2,4,28,0,,7,27,,1,2,, +schulfr02,1927,1,SLA,AL,60,189,32,60,16,5,3,34,5,3,20,14,,0,7,, +schuljo04,1927,1,SLN,NL,64,156,35,45,8,2,9,32,1,,47,19,,1,4,, +scottja01,1927,1,PHI,NL,83,114,6,33,6,0,1,17,0,,9,9,,1,3,, +scottpe01,1927,1,CHN,NL,71,156,28,49,18,1,0,21,1,,19,18,,1,4,, +seweljo01,1927,1,CLE,AL,153,569,83,180,48,5,1,92,3,16,51,7,,9,23,, +sewellu01,1927,1,CLE,AL,128,470,52,138,27,6,0,53,4,8,20,23,,4,18,, +sewelto01,1927,1,CHN,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +shanewa01,1927,1,BOS,AL,122,406,54,111,33,6,3,49,11,4,21,35,,1,7,, +shautjo01,1927,1,CLE,AL,45,83,7,27,5,1,0,6,0,0,2,9,,0,0,, +shawkbo01,1927,1,NYA,AL,19,11,1,1,0,0,0,0,0,0,0,3,,0,0,, +sheame01,1927,1,DET,AL,34,85,5,15,6,3,0,9,0,0,7,15,,0,2,, +sheelea01,1927,1,CHA,AL,45,129,11,27,3,0,2,16,1,3,20,5,,1,7,, +sherdbi01,1927,1,SLN,NL,39,72,9,14,2,0,1,5,0,,7,6,,0,6,, +shockur01,1927,1,NYA,AL,31,54,6,13,1,0,0,10,0,0,7,12,,3,20,, +sickied01,1927,1,PIT,NL,6,7,1,1,1,0,0,3,0,,1,0,,0,0,, +simmoal01,1927,1,PHA,AL,106,406,86,159,36,11,15,108,10,2,31,30,,1,20,, +sislege01,1927,1,SLA,AL,149,614,87,201,32,8,5,97,27,7,24,15,,4,19,, +smithbo02,1927,1,BSN,NL,54,109,10,27,3,1,1,10,0,,2,4,,0,1,, +smithea02,1927,1,PIT,NL,66,189,16,51,3,1,5,25,0,,21,11,,1,11,, +smithge03,1927,1,DET,AL,29,19,5,7,0,0,2,6,0,0,0,4,,0,1,, +smithja03,1927,1,BSN,NL,84,183,27,58,6,4,1,24,8,,16,12,,1,7,, +smithre05,1927,1,NY1,NL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +smithru01,1927,1,DET,AL,1,3,0,0,0,0,0,0,0,0,0,2,,0,0,, +smithsh01,1927,1,CLE,AL,11,12,0,2,0,0,0,0,0,0,1,4,,0,0,, +snydefr01,1927,1,SLN,NL,63,194,7,50,5,0,1,30,0,,9,18,,0,7,, +sommeru01,1927,1,BOS,AL,7,2,0,1,0,0,0,0,0,0,0,1,,0,0,, +songedo01,1927,1,PIT,NL,2,1,0,0,0,0,0,0,0,,0,0,,0,0,, +songedo01,1927,2,NY1,NL,22,10,1,3,0,0,0,0,0,,2,2,,0,0,, +southbi01,1927,1,SLN,NL,92,306,52,92,15,5,2,39,10,,23,7,,0,12,, +spalddi01,1927,1,PHI,NL,115,442,68,131,16,3,0,25,5,,38,40,,0,14,, +speaktr01,1927,1,WS1,AL,141,523,71,171,43,6,2,73,9,8,55,8,,4,15,, +spencro01,1927,1,PIT,NL,38,92,9,26,3,1,0,13,0,,3,3,,0,2,, +spurgfr01,1927,1,CLE,AL,57,179,30,45,6,1,1,19,8,1,18,14,,1,23,, +statzji01,1927,1,BRO,NL,130,507,64,139,24,7,1,21,10,,26,43,,0,14,, +stephri01,1927,1,CHN,NL,152,579,101,199,46,9,7,82,8,,65,28,,6,18,, +stewafr01,1927,1,CHA,AL,1,1,0,0,0,0,0,0,0,0,0,1,,0,0,, +stewale01,1927,1,SLA,AL,29,49,4,15,1,0,0,3,0,1,5,16,,0,4,, +stewast01,1927,1,WS1,AL,56,129,24,31,6,2,0,4,12,2,8,15,,0,3,, +stoneli01,1927,1,DET,AL,38,74,2,8,0,0,0,5,0,0,3,16,,1,4,, +sturdgu01,1927,1,SLA,AL,5,21,5,9,1,0,0,5,2,0,1,0,,0,0,, +sukefcl01,1927,1,CIN,NL,38,58,12,11,2,0,0,2,2,,7,2,,0,3,, +summaho01,1927,1,CLE,AL,145,574,73,164,41,7,4,74,6,5,32,18,,7,27,, +sweetle01,1927,1,PHI,NL,25,38,3,12,2,0,0,6,0,,5,11,,0,1,, +taberle01,1927,1,PHI,NL,3,1,0,0,0,0,0,0,0,,0,0,,0,0,, +tarbear01,1927,1,BOS,AL,33,69,5,13,1,0,0,5,0,0,3,12,,3,3,, +tatebe01,1927,1,WS1,AL,61,131,12,41,5,1,1,24,0,3,8,4,,1,5,, +tavenja01,1927,1,DET,AL,116,419,60,115,22,9,5,59,19,8,36,38,,1,18,, +tayloza02,1927,1,BSN,NL,30,96,8,23,2,1,1,14,0,,8,5,,0,1,, +tayloza02,1927,2,NY1,NL,83,258,18,60,7,3,0,21,2,,17,20,,1,7,, +terrybi01,1927,1,NY1,NL,150,580,101,189,32,13,20,121,1,,46,53,,2,19,, +theveto01,1927,1,SLN,NL,59,191,23,37,6,1,0,4,2,,14,8,,0,2,, +thomafa01,1927,1,NY1,NL,9,2,0,0,0,0,0,0,0,,0,1,,0,0,, +thomahe01,1927,1,BSN,NL,24,74,11,17,6,1,0,6,2,,3,9,,1,4,, +thomahe01,1927,2,NY1,NL,13,17,2,3,1,1,0,1,0,,1,1,,1,0,, +thomamy01,1927,1,NYA,AL,21,27,5,9,0,0,0,3,0,0,0,2,,1,3,, +thomato02,1927,1,CHA,AL,40,95,5,14,3,1,1,8,0,0,4,23,,0,19,, +thompfr03,1927,1,PHI,NL,153,597,78,181,32,14,1,70,19,,34,36,,2,18,, +thurssl01,1927,1,WS1,AL,42,92,11,29,4,2,2,17,1,0,5,10,,0,4,, +tobinja01,1927,1,BOS,AL,111,374,52,116,18,3,2,40,5,4,36,9,,0,9,, +todtph01,1927,1,BOS,AL,140,516,55,122,22,6,6,52,6,2,28,23,,3,24,, +tolsoch01,1927,1,CHN,NL,39,54,6,16,4,0,2,17,0,,4,9,,0,3,, +toporsp01,1927,1,SLN,NL,86,290,37,72,13,4,0,19,5,,27,16,,1,11,, +traynpi01,1927,1,PIT,NL,149,573,93,196,32,9,5,106,11,,22,11,,3,35,, +trempov01,1927,1,BRO,NL,26,60,4,14,0,0,0,4,0,,0,2,,1,1,, +tuckeol01,1927,1,WS1,AL,20,24,1,5,2,0,0,8,0,0,4,2,,0,3,, +tysonty01,1927,1,NY1,NL,43,159,24,42,7,2,1,17,5,,10,19,,0,5,, +uhlege01,1927,1,CLE,AL,43,79,4,21,7,1,0,14,0,1,5,12,,0,2,, +ulricdu01,1927,1,PHI,NL,32,73,3,9,0,0,0,1,1,,0,19,,0,3,, +underwi01,1927,1,CLE,AL,4,1,0,0,0,0,0,0,0,0,0,1,,0,1,, +urbanlu01,1927,1,BSN,NL,35,111,11,32,5,0,0,10,1,,3,6,,1,1,, +ussatdu01,1927,1,CLE,AL,4,16,4,3,0,1,0,2,0,0,0,1,,2,0,, +vanalcl01,1927,1,WS1,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vanceda01,1927,1,BRO,NL,34,90,10,15,3,0,0,9,0,,6,26,,0,6,, +vangiel01,1927,1,SLA,AL,44,68,5,19,4,0,1,8,0,0,0,11,,1,4,, +walberu01,1927,1,PHA,AL,47,87,14,18,3,0,2,10,1,0,13,16,,0,2,, +walkebi01,1927,1,NY1,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +walkecu01,1927,1,CIN,NL,146,527,60,154,16,10,6,80,5,,47,19,,0,27,, +walkuji01,1927,1,DET,AL,2,1,0,0,0,0,0,0,0,0,0,0,,0,0,, +walshau02,1927,1,PHI,NL,1,4,1,1,0,0,0,1,0,,0,0,,0,0,, +wanerll01,1927,1,PIT,NL,150,629,133,223,17,6,2,27,14,,37,23,,6,11,, +wanerpa01,1927,1,PIT,NL,155,623,114,237,42,18,9,131,5,,60,14,,3,23,, +wannipe01,1927,1,BOS,AL,18,60,4,12,0,0,0,1,2,4,6,2,,1,0,, +wannipe01,1927,2,CIN,NL,28,93,14,23,2,2,0,8,0,,6,7,,0,5,, +wardaa01,1927,1,CHA,AL,145,463,75,125,25,8,5,56,6,5,63,56,,2,23,, +warneja01,1927,1,DET,AL,139,559,78,149,22,9,1,45,14,4,47,45,,6,17,, +waybo01,1927,1,CHA,AL,5,3,3,1,0,0,0,1,0,0,0,0,,0,0,, +webbea01,1927,1,CHN,NL,102,332,58,100,18,4,14,52,3,,48,31,,1,14,, +weinele01,1927,1,CHN,NL,5,5,1,1,0,0,0,0,0,,1,1,,0,0,, +welchfr01,1927,1,BOS,AL,15,28,2,5,2,0,0,4,0,2,5,1,,0,1,, +welchjo01,1927,1,CHN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wellsed01,1927,1,DET,AL,8,7,1,2,0,0,0,0,0,0,0,1,,0,0,, +welshji01,1927,1,BSN,NL,131,497,72,143,26,7,9,54,11,,23,27,,8,28,, +welzeto01,1927,1,BOS,AL,37,42,4,4,1,0,0,1,0,0,8,13,,0,7,, +weraju01,1927,1,NYA,AL,38,42,7,10,3,0,1,8,0,0,1,5,,1,0,, +wertsjo01,1927,1,BSN,NL,42,43,2,7,0,1,0,3,0,,3,14,,0,2,, +westsa01,1927,1,WS1,AL,38,67,9,16,4,1,0,6,1,0,8,8,,0,0,, +wetzebu01,1927,1,PHA,AL,2,1,1,1,0,0,0,0,0,0,0,0,,0,0,, +wheatza01,1927,1,PHA,AL,88,247,34,80,12,1,1,38,2,3,18,5,,4,7,, +whiteea01,1927,1,DET,AL,41,78,4,16,2,1,0,3,0,0,5,9,,1,6,, +whiteja02,1927,1,CIN,NL,5,4,1,0,0,0,0,0,0,,0,0,,0,0,, +wilkeha01,1927,1,CHN,NL,3,9,0,0,0,0,0,0,0,,0,1,,0,0,, +willicy01,1927,1,PHI,NL,131,492,86,135,18,2,30,98,0,,61,57,,9,8,, +willike01,1927,1,SLA,AL,131,423,70,136,23,6,17,74,9,7,57,30,,1,15,, +willile02,1927,1,PHA,AL,15,6,1,0,0,0,0,0,0,0,1,2,,0,0,, +willocl01,1927,1,PHI,NL,35,26,1,2,0,0,0,1,0,,2,9,,0,1,, +willski01,1927,1,CHA,AL,7,10,1,1,0,0,0,1,0,0,0,2,,0,0,, +wilsoha01,1927,1,CHN,NL,146,551,119,175,30,12,30,129,13,,71,70,,6,18,, +wilsoji01,1927,1,PHI,NL,128,443,50,122,15,2,2,45,13,,34,15,,2,10,, +wilsojo02,1927,1,BOS,AL,5,9,0,1,0,0,0,0,0,0,0,2,,0,0,, +wiltsha01,1927,1,BOS,AL,36,77,3,16,2,0,0,1,2,0,0,9,,1,2,, +wingaer01,1927,1,SLA,AL,43,56,6,10,2,1,3,12,0,0,4,4,,0,0,, +wingfte01,1927,1,BOS,AL,22,18,3,4,1,0,0,0,0,0,1,3,,0,0,, +wingoal01,1927,1,DET,AL,75,137,15,32,8,2,0,20,1,0,25,14,,0,5,, +wolfra01,1927,1,CIN,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +woodala01,1927,1,DET,AL,88,246,28,69,8,6,0,39,9,1,37,9,,0,9,, +wrighgl01,1927,1,PIT,NL,143,570,78,160,26,4,9,105,4,,39,46,,1,16,, +wrighji01,1927,1,SLA,AL,2,4,1,0,0,0,0,0,0,0,1,3,,0,0,, +wrighru01,1927,1,PHI,NL,141,533,62,163,24,5,6,75,9,,48,20,,2,8,, +ydeem01,1927,1,PIT,NL,23,18,8,3,0,1,0,1,0,,0,1,,0,0,, +yerkeca01,1927,1,PHA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +yoterel01,1927,1,CHN,NL,13,27,2,6,1,1,0,5,0,,4,4,,0,0,, +zachato01,1927,1,SLA,AL,13,28,2,3,0,0,0,1,0,0,2,9,,0,2,, +zachato01,1927,2,WS1,AL,15,36,2,5,1,0,0,6,0,0,2,7,,0,2,, +zitzmbi01,1927,1,CIN,NL,88,232,47,66,10,4,0,24,9,,20,18,,4,17,, +adamssp01,1928,1,PIT,NL,135,539,91,149,14,6,0,38,8,,64,18,,4,21,, +adkingr01,1928,1,CHA,AL,39,70,3,10,0,1,0,5,0,0,2,16,,1,9,, +aldrivi01,1928,1,NY1,NL,22,40,7,11,0,0,1,4,0,,0,6,,0,2,, +alexape01,1928,1,SLN,NL,34,86,13,25,2,0,1,11,0,,4,8,,0,8,, +allenet01,1928,1,CIN,NL,129,485,55,148,30,7,1,62,6,,27,29,,1,14,, +applepe01,1928,1,CIN,NL,32,31,3,10,2,1,0,3,0,,0,4,,0,2,, +asbjoca01,1928,1,BOS,AL,6,16,0,3,1,0,0,1,0,0,1,1,,0,0,, +ashke01,1928,1,CIN,NL,9,14,0,1,0,0,0,0,0,,1,2,,0,1,, +autrych02,1928,1,CLE,AL,22,60,6,18,6,1,1,9,0,0,1,7,,0,2,, +baeched01,1928,1,PHI,NL,9,7,0,1,0,0,0,0,0,,0,1,,0,0,, +ballepe01,1928,1,WS1,AL,3,9,0,1,0,0,0,0,0,0,0,1,,0,0,, +bancrda01,1928,1,BRO,NL,149,515,47,127,19,5,0,51,7,,59,20,,2,15,, +barnach01,1928,1,CHA,AL,11,8,3,4,1,0,1,6,0,0,0,0,,0,0,, +barnere01,1928,1,WS1,AL,114,417,82,127,22,15,6,51,7,3,55,38,,4,9,, +barnevi01,1928,1,NY1,NL,10,22,0,2,0,0,0,0,0,,0,9,,0,0,, +barnevi01,1928,2,BSN,NL,16,17,1,1,0,0,0,0,0,,1,6,,0,2,, +barnhcl01,1928,1,PIT,NL,61,196,18,58,6,2,4,30,3,,11,9,,0,4,, +barnhle01,1928,1,CLE,AL,2,2,0,1,0,0,0,0,0,0,0,1,,0,0,, +barrebi02,1928,1,CHA,AL,76,235,34,65,11,2,3,26,8,3,14,30,,1,2,, +bartedi01,1928,1,PIT,NL,72,233,27,71,8,4,1,36,4,,21,18,,6,11,, +barthle01,1928,1,PIT,NL,6,7,0,1,1,0,0,1,0,,0,4,,0,0,, +baynebi01,1928,1,CLE,AL,37,30,3,11,2,0,0,0,0,1,1,4,,0,0,, +beckbo01,1928,1,SLA,AL,16,14,0,6,0,0,0,1,0,0,0,3,,0,0,, +beckcl01,1928,1,CHN,NL,131,483,72,124,18,4,3,52,3,,58,58,,4,7,, +beckmji01,1928,1,CIN,NL,6,3,0,0,0,0,0,0,0,,0,3,,0,0,, +bellle01,1928,1,BSN,NL,153,591,58,164,36,7,10,91,1,,40,45,,0,25,, +bengera01,1928,1,PHI,NL,42,58,1,12,1,0,0,2,0,,4,6,,0,7,, +bengobe01,1928,1,NYA,AL,58,161,12,43,3,1,0,9,0,0,7,8,,1,1,, +bennefr01,1928,1,BOS,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bennefr02,1928,1,SLA,AL,7,8,0,2,1,0,0,0,0,0,0,2,,0,0,, +bentola01,1928,1,NY1,NL,42,112,12,16,2,1,0,8,0,,5,17,,0,6,, +bergmo01,1928,1,CHA,AL,76,224,25,55,16,0,0,29,2,1,14,25,,4,13,, +berrych02,1928,1,BOS,AL,80,177,18,46,7,3,1,19,1,1,21,19,,1,3,, +bettela01,1928,1,SLA,AL,67,159,30,45,9,4,4,24,2,1,22,19,,2,5,, +billijo02,1928,1,DET,AL,21,35,7,10,2,1,0,5,0,0,3,6,,0,4,, +bishoma01,1928,1,PHA,AL,126,472,104,149,27,5,6,50,9,9,97,36,,3,14,, +bissode01,1928,1,BRO,NL,155,587,90,188,30,13,25,106,5,,70,75,,4,8,, +blackge02,1928,1,CHA,AL,30,83,8,21,0,0,0,12,2,1,4,10,,0,4,, +bladera01,1928,1,SLN,NL,51,85,9,20,7,1,1,19,0,,20,26,,2,4,, +blaehge01,1928,1,SLA,AL,38,71,9,15,3,0,2,6,0,0,5,18,,0,1,, +blakesh01,1928,1,CHN,NL,35,88,10,19,1,0,0,5,0,,1,13,,1,7,, +blankho01,1928,1,PIT,NL,5,8,0,3,1,0,0,0,0,,0,2,,0,0,, +blankte01,1928,1,CHA,AL,27,59,4,10,4,0,0,7,0,0,0,17,,0,3,, +bluegos01,1928,1,WS1,AL,146,518,78,154,33,7,2,75,18,6,46,27,,8,16,, +bluelu01,1928,1,SLA,AL,154,549,116,154,32,11,14,80,12,7,105,43,,4,20,, +boggsra01,1928,1,BSN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +boleyjo01,1928,1,PHA,AL,132,425,49,112,20,3,0,49,5,1,32,11,,1,21,, +boltoce01,1928,1,CLE,AL,4,13,1,2,0,2,0,0,0,0,2,2,,0,0,, +boolal01,1928,1,WS1,AL,2,7,0,1,0,0,0,1,0,0,0,0,,0,1,, +bossha01,1928,1,WS1,AL,12,12,1,3,0,0,0,2,0,0,3,1,,0,0,, +bottoji01,1928,1,SLN,NL,149,576,123,187,42,20,31,136,10,,71,54,,3,17,, +bradlhe01,1928,1,BOS,AL,15,13,0,2,0,0,0,0,0,0,0,3,,0,2,, +brameer01,1928,1,PIT,NL,35,49,6,13,4,0,1,11,0,,4,3,,0,1,, +branded01,1928,1,BSN,NL,39,70,5,17,4,0,0,3,0,,9,12,,0,3,, +brannot01,1928,1,SLA,AL,135,483,68,118,18,3,10,66,3,9,60,19,,4,22,, +braxtga01,1928,1,WS1,AL,38,72,4,9,0,0,0,2,0,0,5,21,,1,5,, +bressru01,1928,1,BRO,NL,145,501,78,148,29,13,4,70,2,,80,33,,5,23,, +brickfr01,1928,1,PIT,NL,81,202,34,65,4,4,3,41,5,,20,18,,0,3,, +browncl01,1928,1,CLE,AL,2,5,1,1,0,0,0,0,0,0,0,1,,0,0,, +browned02,1928,1,BSN,NL,142,523,45,140,28,2,2,59,6,,24,22,,4,18,, +brownju01,1928,1,CLE,AL,5,3,1,2,0,1,0,0,0,0,0,1,,0,0,, +brownll01,1928,1,WS1,AL,27,31,4,5,1,1,0,2,0,0,4,10,,0,0,, +buckega01,1928,1,CLE,AL,9,9,0,1,0,0,0,1,0,0,1,3,,0,0,, +buckega01,1928,2,NY1,NL,1,2,0,1,1,0,0,1,0,,0,0,,0,0,, +burkebo01,1928,1,WS1,AL,26,20,3,5,0,1,0,2,0,0,1,5,,0,1,, +burnejo01,1928,1,CLE,AL,3,10,3,5,0,0,0,1,0,0,0,1,,0,0,, +burnsge02,1928,1,CLE,AL,82,209,29,52,12,1,5,30,2,3,17,11,,6,6,, +burnsge02,1928,2,NYA,AL,4,4,1,2,0,0,0,0,0,0,0,1,,0,0,, +burrudi01,1928,1,BSN,NL,64,137,15,37,6,0,3,13,1,,19,8,,2,1,, +burwebi01,1928,1,PIT,NL,4,9,1,2,0,0,0,0,0,,0,1,,0,1,, +bushgu01,1928,1,CHN,NL,42,73,3,6,0,0,0,2,0,,2,18,,0,4,, +bushjo01,1928,1,PHA,AL,15,15,0,1,0,0,0,0,0,0,1,2,,0,0,, +butlejo02,1928,1,CHN,NL,62,174,17,47,7,0,0,16,2,,19,7,,3,6,, +caldwbr01,1928,1,CLE,AL,18,27,2,6,1,1,0,3,1,0,2,2,,1,1,, +caldwea01,1928,1,PHI,NL,5,9,1,1,1,0,0,2,0,,0,1,,0,1,, +callama01,1928,1,CIN,NL,81,238,29,69,11,4,0,24,5,,27,10,,0,19,, +campbar01,1928,1,NYA,AL,13,4,0,1,0,0,0,1,0,0,0,1,,0,2,, +cantwbe01,1928,1,NY1,NL,7,4,2,2,0,0,0,2,0,,0,0,,0,0,, +cantwbe01,1928,2,BSN,NL,22,29,3,5,0,0,0,1,0,,0,6,,0,0,, +careyma01,1928,1,BRO,NL,108,296,41,73,11,0,2,19,18,,47,24,,2,8,, +carlsha01,1928,1,CHN,NL,20,19,1,5,0,0,0,1,0,,0,2,,0,0,, +carroow01,1928,1,DET,AL,43,98,7,19,3,1,0,9,0,1,7,14,,0,9,, +chaplti01,1928,1,NY1,NL,12,5,0,0,0,0,0,0,0,,0,0,,0,0,, +cissebi01,1928,1,CHA,AL,125,443,66,115,22,3,1,60,18,6,29,41,,1,11,, +clancbu01,1928,1,CHA,AL,130,487,64,132,19,11,2,37,6,9,42,25,,2,29,, +clarkbi01,1928,1,NY1,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clarkbi01,1928,2,BSN,NL,19,3,0,0,0,0,0,0,0,,0,1,,0,0,, +clarkea01,1928,1,BSN,NL,28,112,18,34,9,1,0,10,0,,4,8,,2,3,, +clarkwa02,1928,1,BRO,NL,40,66,4,10,1,2,0,3,0,,0,10,,0,6,, +cobbty01,1928,1,PHA,AL,95,353,54,114,27,4,1,40,5,8,34,16,,4,2,, +cochrmi01,1928,1,PHA,AL,131,468,92,137,26,12,10,57,7,7,76,25,,3,21,, +coffmdi01,1928,1,SLA,AL,29,23,0,1,0,0,0,1,0,0,1,7,,0,2,, +cohenan01,1928,1,NY1,NL,129,504,64,138,24,7,9,59,3,,31,17,,2,11,, +collaha01,1928,1,CLE,AL,1,1,0,1,0,0,0,0,0,0,0,0,,0,0,, +collied01,1928,1,PHA,AL,36,33,3,10,3,0,0,7,0,0,4,4,,0,0,, +collipa01,1928,1,NYA,AL,70,136,18,30,5,0,6,14,0,0,35,16,,0,3,, +combsea01,1928,1,NYA,AL,149,626,118,194,33,21,7,56,10,8,77,33,,2,4,, +comorad01,1928,1,PIT,NL,51,176,22,52,6,3,2,34,1,,15,6,,1,6,, +connasa01,1928,1,CHA,AL,28,19,2,2,1,0,0,0,0,0,0,7,,0,1,, +cooneji02,1928,1,BSN,NL,18,51,2,7,0,0,0,3,1,,2,5,,0,0,, +coonejo01,1928,1,BSN,NL,33,41,2,7,0,0,0,2,0,,4,3,,0,1,, +covelst01,1928,1,NYA,AL,12,19,1,1,0,0,0,2,0,0,0,9,,0,4,, +coxge01,1928,1,CHA,AL,26,26,0,2,2,0,0,0,0,0,1,7,,0,1,, +critzhu01,1928,1,CIN,NL,153,641,95,190,21,11,5,52,18,,37,24,,0,20,, +cronibi01,1928,1,BSN,NL,3,2,1,0,0,0,0,0,0,,1,0,,0,0,, +cronijo01,1928,1,WS1,AL,63,227,23,55,10,4,0,25,4,0,22,27,,0,10,, +crousbu01,1928,1,CHA,AL,78,218,17,55,5,2,2,20,3,4,19,14,,1,1,, +crowdal01,1928,1,SLA,AL,41,80,11,15,1,0,0,8,0,0,5,9,,0,9,, +crowled01,1928,1,WS1,AL,2,1,0,0,0,0,0,0,0,0,0,0,,0,0,, +cummija01,1928,1,NY1,NL,33,27,4,9,2,0,2,9,0,,3,4,,0,2,, +cuyleki01,1928,1,CHN,NL,133,499,92,142,25,9,17,79,37,,51,61,,7,24,, +daneyar01,1928,1,PHA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +danniik01,1928,1,SLA,AL,2,6,0,3,0,0,0,1,0,0,1,2,,0,0,, +davissp01,1928,1,SLN,NL,2,5,1,1,0,0,0,1,0,,1,0,,0,1,, +davissp01,1928,2,PHI,NL,67,163,16,46,2,0,3,18,0,,15,11,,0,2,, +dawsojo01,1928,1,PIT,NL,31,43,4,12,2,1,0,3,0,,4,6,,0,1,, +deberha01,1928,1,BRO,NL,82,258,19,65,8,2,0,23,3,,18,15,,0,3,, +deitrbi01,1928,1,PHI,NL,52,100,13,20,6,0,0,7,1,,17,10,,1,2,, +delanar01,1928,1,BSN,NL,39,63,4,9,0,0,0,0,0,,2,8,,0,1,, +dickebi01,1928,1,NYA,AL,10,15,1,3,1,1,0,2,0,0,0,2,,0,0,, +doakbi01,1928,1,BRO,NL,28,27,1,3,0,0,0,0,0,,0,10,,0,1,, +donohpe01,1928,1,CIN,NL,23,48,3,7,0,0,1,4,0,,4,6,,0,3,, +dormare01,1928,1,CLE,AL,25,77,12,28,6,0,0,11,1,0,9,6,,0,1,, +douthta01,1928,1,SLN,NL,154,648,111,191,35,3,3,43,11,,84,36,,10,10,, +dressch01,1928,1,CIN,NL,135,498,72,145,26,3,1,59,10,,43,22,,6,24,, +duganda01,1928,1,CHA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +duganjo01,1928,1,NYA,AL,94,312,33,86,15,0,6,34,1,0,16,15,,3,8,, +durocle01,1928,1,NYA,AL,102,296,46,80,8,6,0,31,1,4,22,52,,3,7,, +durstce01,1928,1,NYA,AL,74,135,18,34,2,1,2,10,1,0,7,9,,0,4,, +dykesji01,1928,1,PHA,AL,85,242,39,67,11,0,5,30,2,1,27,21,,5,12,, +earnsge01,1928,1,PHA,AL,26,57,3,14,2,0,0,6,1,0,1,7,,0,5,, +eastepa01,1928,1,DET,AL,43,114,17,37,7,1,3,12,2,1,8,24,,1,1,, +edwarfo01,1928,1,BSN,NL,21,11,1,1,0,0,0,2,0,,0,4,,0,2,, +edwarji01,1928,1,CIN,NL,18,10,0,3,0,0,0,1,0,,0,1,,0,0,, +ehmkeho01,1928,1,PHA,AL,23,46,6,11,3,1,0,5,0,0,1,3,,0,10,, +ehrharu01,1928,1,BRO,NL,28,14,0,4,0,0,0,2,0,,0,2,,0,0,, +ellioju01,1928,1,BRO,NL,41,68,7,12,3,0,3,8,0,,3,16,,0,0,, +engliwo01,1928,1,CHN,NL,116,475,68,142,22,4,2,34,4,,30,28,,2,15,, +faberre01,1928,1,CHA,AL,27,70,3,8,2,0,1,10,0,0,4,31,,0,4,, +falkbi01,1928,1,CHA,AL,98,286,42,83,18,4,1,37,5,1,25,16,,0,10,, +farredo01,1928,1,BSN,NL,134,483,36,104,14,2,3,43,3,,26,26,,5,19,, +faulkji01,1928,1,NY1,NL,38,39,4,9,1,0,0,1,0,,2,8,,0,2,, +fergual01,1928,1,PHI,NL,34,39,1,1,0,0,0,1,0,,2,11,,0,2,, +ferrewe01,1928,1,CLE,AL,2,4,0,1,0,1,0,0,0,0,0,0,,0,0,, +fitzbch01,1928,1,BSN,NL,7,7,0,2,0,0,0,0,0,,0,3,,0,0,, +fitzsfr01,1928,1,NY1,NL,40,94,7,18,4,1,0,9,0,,3,12,,1,5,, +flagsir01,1928,1,BOS,AL,140,510,84,148,41,4,1,39,12,9,60,23,,1,16,, +floweja01,1928,1,BRO,NL,103,339,51,93,11,6,2,44,10,,47,30,,2,18,, +foleyra01,1928,1,NY1,NL,2,1,1,0,0,0,0,0,0,,1,1,,0,0,, +fonsele01,1928,1,CLE,AL,75,263,38,86,19,4,3,36,4,2,13,17,,1,11,, +fordho01,1928,1,CIN,NL,149,506,49,122,17,4,0,54,1,,47,31,,2,16,, +fothebo01,1928,1,DET,AL,111,347,49,110,28,10,3,63,8,3,24,19,,3,10,, +foxxji01,1928,1,PHA,AL,118,400,85,131,29,10,13,79,3,8,60,43,,1,12,, +frankfr02,1928,1,SLN,NL,22,27,3,5,2,0,0,2,0,,3,4,,0,2,, +freigho01,1928,1,BRO,NL,17,34,6,7,2,0,0,3,0,,1,3,,0,3,, +freigho01,1928,2,BSN,NL,52,109,11,28,8,1,1,17,1,,9,14,,1,4,, +frencwa01,1928,1,PHA,AL,48,74,9,19,4,0,0,7,1,1,2,5,,1,0,, +fribebe01,1928,1,PHI,NL,52,94,11,19,3,0,1,7,0,,12,16,,0,7,, +friscfr01,1928,1,SLN,NL,141,547,107,164,29,9,10,86,29,,64,17,,1,19,, +fullich01,1928,1,NY1,NL,11,1,5,0,0,0,0,0,0,,1,1,,0,0,, +fussefr01,1928,1,PIT,NL,28,58,4,7,0,0,0,0,0,,2,12,,1,1,, +galloch01,1928,1,DET,AL,53,148,17,39,5,2,1,17,7,2,15,3,,0,6,, +ganzeba01,1928,1,WS1,AL,10,26,2,2,1,0,0,4,0,0,1,4,,0,1,, +garricl01,1928,1,BOS,AL,6,3,0,0,0,0,0,0,0,0,0,2,,0,0,, +gastomi01,1928,1,WS1,AL,28,49,1,7,2,0,0,4,0,0,0,8,,0,4,, +gautrdo01,1928,1,BSN,NL,23,18,3,5,0,1,0,1,1,,4,3,,0,0,, +gazelmi01,1928,1,NYA,AL,32,56,11,13,0,0,0,2,2,1,6,7,,1,1,, +gehrich01,1928,1,DET,AL,154,603,108,193,29,16,6,74,15,9,69,22,,6,13,, +gehrilo01,1928,1,NYA,AL,154,562,139,210,47,13,27,142,4,11,95,69,,4,16,, +genewjo01,1928,1,BSN,NL,13,26,0,1,0,0,0,0,0,,1,4,,0,4,, +genewjo01,1928,2,NY1,NL,26,64,5,13,0,0,0,6,0,,1,6,,0,2,, +gerbewa01,1928,1,SLA,AL,6,18,1,5,1,0,0,0,0,0,1,3,,0,0,, +gerbewa01,1928,2,BOS,AL,104,300,21,64,6,1,0,28,6,1,32,31,,0,12,, +gerkege01,1928,1,CLE,AL,38,115,16,26,7,2,0,9,3,3,12,22,,1,4,, +gibsosa01,1928,1,DET,AL,20,42,4,12,1,0,0,6,0,0,2,2,,0,1,, +gilbewa01,1928,1,BRO,NL,39,153,26,31,4,0,0,3,2,,14,8,,1,3,, +gilligr01,1928,1,WS1,AL,24,87,13,22,5,1,0,10,0,1,4,5,,3,2,, +gilljo01,1928,1,CLE,AL,2,2,0,0,0,0,0,0,0,0,0,1,,0,0,, +goldmjo01,1928,1,CLE,AL,7,21,1,5,1,0,0,2,0,0,3,0,,0,1,, +goldsha01,1928,1,BSN,NL,4,2,0,0,0,0,0,0,0,,0,1,,0,0,, +gonzami01,1928,1,CHN,NL,49,158,12,43,9,2,1,21,2,,12,7,,0,5,, +goochjo01,1928,1,PIT,NL,31,80,7,19,2,1,0,5,0,,3,6,,0,5,, +goochjo01,1928,2,BRO,NL,42,101,9,32,1,2,0,12,0,,7,9,,0,1,, +goodejo01,1928,1,CHA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gosligo01,1928,1,WS1,AL,135,456,80,173,36,10,17,102,16,3,48,19,,3,20,, +grabojo01,1928,1,NYA,AL,75,202,21,48,7,1,1,21,0,0,10,21,,0,3,, +grantge01,1928,1,PIT,NL,124,440,93,142,24,9,10,85,9,,59,37,,4,19,, +grantge02,1928,1,CLE,AL,29,60,3,11,2,0,0,3,0,0,1,22,,0,2,, +graydo02,1928,1,SLA,AL,35,101,6,19,3,0,1,9,0,0,4,24,,0,4,, +greenju01,1928,1,PHI,NL,11,6,0,3,0,0,0,0,0,,3,1,,0,1,, +greenke01,1928,1,BSN,NL,32,38,1,2,0,0,0,0,0,,0,8,,0,7,, +griffma01,1928,1,BOS,AL,12,13,0,4,2,0,0,1,0,0,0,3,,0,0,, +grimebu01,1928,1,PIT,NL,48,131,17,42,8,1,0,16,1,,4,15,,0,5,, +grimmch01,1928,1,CHN,NL,147,547,67,161,25,5,5,62,7,,39,20,,1,28,, +grovele01,1928,1,PHA,AL,39,88,10,15,2,1,1,6,0,0,10,41,,1,5,, +haasmu01,1928,1,PHA,AL,91,332,41,93,21,4,6,39,2,3,23,20,,2,8,, +hadlebu01,1928,1,WS1,AL,33,81,12,17,3,1,0,7,1,0,7,13,,0,3,, +haeffbi01,1928,1,NY1,NL,2,1,0,0,0,0,0,0,0,,0,0,,0,0,, +hafeych01,1928,1,SLN,NL,138,520,101,175,46,6,27,111,8,,40,53,,2,22,, +haidha01,1928,1,SLN,NL,27,8,0,3,0,0,0,1,0,,1,2,,0,0,, +haineje01,1928,1,SLN,NL,33,87,4,16,2,0,0,10,0,,4,13,,0,7,, +halesa01,1928,1,PHA,AL,88,314,38,97,20,9,4,58,2,0,9,21,,3,10,, +hardeme01,1928,1,CLE,AL,23,8,0,0,0,0,0,0,0,0,0,6,,0,0,, +hargrbu01,1928,1,CIN,NL,65,190,19,56,12,3,0,23,4,,13,14,,4,8,, +hargrch01,1928,1,BRO,NL,20,61,3,12,2,0,0,5,1,,6,6,,0,1,, +hargrch01,1928,2,PIT,NL,79,260,15,74,8,2,1,32,1,,12,9,,1,11,, +hargrpi01,1928,1,DET,AL,121,320,38,88,13,5,10,63,4,1,32,28,,1,6,, +harpege02,1928,1,NY1,NL,19,57,11,13,1,0,2,7,1,,10,4,,1,3,, +harpege02,1928,2,SLN,NL,99,272,41,83,8,2,17,58,2,,51,15,,2,12,, +harribu01,1928,1,WS1,AL,99,358,34,73,11,5,0,28,5,2,27,26,,2,10,, +harrida01,1928,1,BSN,NL,7,17,2,2,1,0,0,0,0,,2,6,,0,0,, +harrijo03,1928,1,PIT,NL,16,23,2,9,2,1,0,2,0,,4,2,,1,0,, +harrijo03,1928,2,BRO,NL,55,89,8,21,6,1,1,8,0,,14,4,,0,1,, +harrisl01,1928,1,BOS,AL,27,36,0,5,0,0,0,0,0,0,0,16,,0,5,, +hartnga01,1928,1,CHN,NL,120,388,61,117,26,9,14,57,3,,65,32,,2,9,, +harvelu01,1928,1,CLE,AL,40,136,12,30,6,1,0,12,1,1,4,17,,4,4,, +hassljo01,1928,1,PHA,AL,28,34,5,9,2,0,0,3,0,1,2,4,,0,4,, +hausejo01,1928,1,PHA,AL,95,300,61,78,19,5,16,59,4,2,52,45,,0,14,, +hayesja02,1928,1,WS1,AL,60,210,30,54,7,3,0,22,3,0,5,10,,0,7,, +hearnbu02,1928,1,BSN,NL,7,1,0,0,0,0,0,0,0,,0,0,,0,0,, +heathcl01,1928,1,CHN,NL,67,137,26,39,8,0,3,18,6,,17,12,,0,5,, +heilmha01,1928,1,DET,AL,151,558,83,183,38,10,14,107,7,3,57,45,,0,18,, +heimafr01,1928,1,NYA,AL,18,30,2,5,0,0,0,2,0,0,2,6,,0,1,, +hemslro01,1928,1,PIT,NL,50,133,14,36,2,3,0,18,1,,4,10,,0,3,, +hendrha01,1928,1,BRO,NL,126,425,83,135,15,10,11,59,16,,54,34,,2,12,, +henlibu01,1928,1,BRO,NL,55,132,12,28,3,1,2,8,2,,17,8,,0,3,, +henrydu01,1928,1,NY1,NL,17,19,1,3,0,0,0,0,0,,1,3,,0,0,, +hermaba01,1928,1,BRO,NL,134,486,64,165,37,6,12,91,1,,38,36,,2,16,, +hevinjo01,1928,1,BOS,AL,82,158,11,41,7,2,0,11,1,1,11,10,,0,5,, +highan01,1928,1,SLN,NL,111,368,58,105,14,3,6,37,2,,37,10,,3,14,, +hillca01,1928,1,PIT,NL,36,86,5,20,0,3,0,13,0,,2,16,,0,4,, +hillima01,1928,1,PIT,NL,11,36,6,9,2,3,1,7,1,,0,6,,0,2,, +hinsopa01,1928,1,BOS,AL,3,0,1,0,0,0,0,0,0,0,0,0,,0,0,, +hodapjo01,1928,1,CLE,AL,116,449,51,145,31,6,2,73,2,1,20,20,,0,12,, +hofmafr01,1928,1,BOS,AL,78,199,14,45,8,1,0,16,0,1,11,25,,1,2,, +hogansh01,1928,1,NY1,NL,131,411,48,137,25,2,10,71,0,,42,25,,8,9,, +holleed01,1928,1,CHN,NL,13,5,0,0,0,0,0,1,0,,1,0,,0,0,, +hollibo01,1928,1,BSN,NL,7,6,0,1,0,0,0,0,0,,0,1,,0,0,, +holloke01,1928,1,DET,AL,30,33,2,4,2,0,0,1,0,0,0,7,,0,5,, +holmwa01,1928,1,SLN,NL,102,386,61,107,24,6,3,47,1,,32,17,,1,10,, +hornsro01,1928,1,BSN,NL,140,486,99,188,42,7,21,94,5,,107,41,,1,25,, +hoytwa01,1928,1,NYA,AL,42,109,15,28,1,0,0,12,0,0,1,5,,0,3,, +hubbeca01,1928,1,NY1,NL,20,47,3,5,1,0,0,2,0,,2,11,,0,1,, +hudliwi01,1928,1,CLE,AL,42,72,4,14,4,0,0,5,0,0,4,17,,1,2,, +hunnebi01,1928,1,CHA,AL,94,333,42,98,8,3,2,24,16,6,26,24,,3,6,, +hurstdo01,1928,1,PHI,NL,107,396,73,113,23,4,19,64,3,,68,40,,1,10,, +jackstr01,1928,1,NY1,NL,150,537,73,145,35,6,14,77,8,,56,46,,0,33,, +jacobra01,1928,1,CHN,NL,2,2,0,0,0,0,0,0,0,,0,1,,0,0,, +jahnar01,1928,1,NY1,NL,10,29,7,8,1,0,1,7,0,,2,5,,0,1,, +jahnar01,1928,2,PHI,NL,36,94,8,21,4,0,0,11,0,,4,11,,2,0,, +jamiech01,1928,1,CLE,AL,112,433,63,133,18,4,1,37,3,12,56,20,,1,11,, +johnsha01,1928,1,NYA,AL,31,79,10,19,2,0,1,8,0,0,0,12,,0,4,, +johnsji02,1928,1,PHA,AL,3,4,0,2,1,0,0,0,0,0,0,1,,0,0,, +johnssi01,1928,1,CIN,NL,3,4,1,1,0,0,0,0,0,,0,2,,0,0,, +johnssy01,1928,1,SLN,NL,34,38,5,6,1,0,0,1,0,,3,18,,1,0,, +jonesco02,1928,1,PIT,NL,1,2,0,1,0,0,0,0,0,,0,0,,0,0,, +jonespe01,1928,1,CHN,NL,39,56,1,11,0,0,0,5,1,,2,11,,0,2,, +jonessa01,1928,1,WS1,AL,37,79,13,20,5,1,2,11,0,0,6,9,,0,9,, +judgejo01,1928,1,WS1,AL,153,542,78,166,31,10,3,93,16,4,80,19,,1,23,, +kammwi01,1928,1,CHA,AL,155,552,70,170,30,12,1,84,17,9,73,22,,2,28,, +kaufmto01,1928,1,SLN,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kellybi03,1928,1,PHI,NL,23,71,6,12,1,1,0,5,0,,7,20,,0,2,, +kellyge01,1928,1,CIN,NL,116,402,46,119,33,7,3,58,2,,28,35,,2,17,, +kellyjo04,1928,1,CHN,NL,32,52,3,11,1,0,1,7,0,,1,3,,2,2,, +kennaed02,1928,1,WS1,AL,41,118,14,35,4,2,1,20,1,5,14,8,,1,1,, +kleinch01,1928,1,PHI,NL,64,253,41,91,14,4,11,34,0,,14,22,,1,7,, +koenima01,1928,1,NYA,AL,132,533,89,170,19,10,4,63,3,5,32,19,,2,11,, +kolpra01,1928,1,CIN,NL,44,70,6,15,1,1,1,8,0,,5,11,,0,4,, +koupalo01,1928,1,BRO,NL,17,9,0,1,0,0,0,0,0,,0,3,,0,0,, +kremera01,1928,1,PIT,NL,34,78,4,14,3,0,0,9,0,,7,29,,0,3,, +kressre01,1928,1,SLA,AL,150,560,78,153,26,10,3,81,5,4,48,70,,1,26,, +langfsa01,1928,1,CLE,AL,110,427,50,118,17,8,4,50,3,7,21,35,,1,12,, +lazzeto01,1928,1,NYA,AL,116,404,62,134,30,11,10,82,15,5,43,50,,1,15,, +leachfr01,1928,1,PHI,NL,145,588,83,179,36,11,13,96,4,,30,30,,4,15,, +lennoed02,1928,1,PHI,NL,5,4,0,0,0,0,0,0,0,,0,2,,0,0,, +leoporu01,1928,1,CHA,AL,2,1,0,0,0,0,0,0,0,0,0,0,,0,0,, +leriawa01,1928,1,PHI,NL,96,239,28,65,16,2,2,26,0,,41,29,,3,9,, +levsedu01,1928,1,CLE,AL,11,13,0,0,0,0,0,0,0,0,0,6,,0,0,, +lindca01,1928,1,CLE,AL,154,650,102,191,42,4,1,54,8,5,36,48,,0,27,, +lindsfr01,1928,1,NY1,NL,153,646,99,231,39,9,14,107,15,,25,21,,2,14,, +lisenho01,1928,1,WS1,AL,16,23,0,4,2,0,0,1,0,0,1,9,,0,2,, +littlca01,1928,1,SLN,NL,12,11,0,0,0,0,0,0,0,,0,2,,0,0,, +loeppge01,1928,1,BOS,AL,15,51,6,9,3,1,0,3,0,0,5,12,,0,3,, +lopezal01,1928,1,BRO,NL,3,12,0,0,0,0,0,0,0,,0,0,,0,0,, +lucasre01,1928,1,CIN,NL,39,73,8,23,2,1,0,7,0,,4,6,,0,1,, +luquedo01,1928,1,CIN,NL,33,67,8,8,1,0,0,4,0,,8,9,,2,5,, +lyonste01,1928,1,CHA,AL,49,91,10,23,2,0,0,8,0,0,1,9,,0,5,, +macdoha01,1928,1,PHI,NL,13,16,0,4,0,0,0,2,0,,2,3,,0,0,, +macfada01,1928,1,BOS,AL,35,63,5,9,2,1,0,4,0,0,7,32,,0,1,, +maguifr01,1928,1,CHN,NL,140,574,67,160,24,7,1,41,6,,25,38,,3,37,, +malonpa02,1928,1,CHN,NL,42,95,8,18,3,0,1,11,0,,4,21,,0,3,, +mancugu01,1928,1,SLN,NL,11,38,2,7,0,1,0,3,0,,0,5,,0,2,, +mangule01,1928,1,NY1,NL,1,1,1,1,0,0,0,1,0,,0,0,,0,0,, +maniocl01,1928,1,SLA,AL,76,243,25,55,5,1,2,31,3,0,15,18,,1,7,, +mannjo01,1928,1,CHA,AL,6,6,0,2,0,0,0,1,0,0,1,0,,0,0,, +mannle01,1928,1,NY1,NL,82,193,29,51,7,1,2,25,2,,18,9,,1,12,, +manushe01,1928,1,SLA,AL,154,638,104,241,47,20,13,108,17,5,39,14,,0,20,, +maranra01,1928,1,SLN,NL,112,366,40,88,14,10,1,34,3,,36,27,,1,9,, +marbefi01,1928,1,WS1,AL,48,46,1,5,1,0,0,5,0,0,0,4,,1,3,, +martipe01,1928,1,SLN,NL,39,13,11,4,0,0,0,0,2,,1,2,,1,1,, +mayja01,1928,1,CIN,NL,21,27,2,8,0,0,0,2,0,,0,1,,0,3,, +maysca01,1928,1,CIN,NL,14,27,5,8,1,0,0,3,0,,0,2,,0,0,, +mccurha01,1928,1,CHA,AL,49,103,12,27,10,0,2,13,1,3,8,15,,0,3,, +mcgowbe01,1928,1,SLA,AL,47,168,35,61,13,4,2,18,2,1,16,15,,2,14,, +mcgrabo01,1928,1,PHI,NL,39,36,1,4,2,0,0,4,0,,0,16,,0,3,, +mcmanma01,1928,1,DET,AL,139,500,78,144,37,5,8,73,11,13,51,32,,1,13,, +mcmilno01,1928,1,CHN,NL,49,123,11,27,2,2,1,12,0,,13,19,,1,6,, +mcmulhu01,1928,1,WS1,AL,1,1,0,0,0,0,0,0,0,0,0,1,,0,0,, +mcnamdi01,1928,1,BSN,NL,9,4,2,1,0,0,0,0,0,,0,1,,0,1,, +mcneeea01,1928,1,SLA,AL,127,496,66,117,27,7,0,44,8,6,37,39,,8,11,, +mcweedo01,1928,1,BRO,NL,42,81,5,14,1,0,0,3,0,,6,34,,0,3,, +meadole01,1928,1,PIT,NL,4,4,0,2,0,0,0,1,0,,0,1,,0,0,, +melilsk01,1928,1,SLA,AL,51,132,9,25,2,0,0,9,2,1,9,11,,0,7,, +metzlal01,1928,1,CHA,AL,139,464,71,141,18,14,3,55,16,8,77,30,,6,20,, +meusebo01,1928,1,NYA,AL,131,518,77,154,45,5,11,113,6,9,39,56,,2,18,, +miljujo01,1928,1,PIT,NL,21,26,4,8,0,0,0,3,0,,1,5,,0,0,, +miljujo01,1928,2,CLE,AL,11,15,0,3,1,0,0,0,0,0,0,5,,0,0,, +millebi02,1928,1,PHA,AL,139,510,76,168,34,7,8,85,10,6,27,24,,8,19,, +milleja02,1928,1,CLE,AL,25,52,1,7,0,0,0,1,0,1,0,19,,0,6,, +milleru01,1928,1,PHI,NL,36,27,1,4,0,0,0,0,0,,1,5,,0,1,, +millijo02,1928,1,PHI,NL,13,20,1,1,0,0,0,1,0,,0,3,,0,4,, +millsar01,1928,1,BSN,NL,4,1,0,0,0,0,0,0,0,,0,0,,0,0,, +mitchcl01,1928,1,PHI,NL,5,4,0,1,0,0,0,0,0,,0,0,,0,0,, +mitchcl01,1928,2,SLN,NL,19,56,0,7,1,0,0,1,0,,0,3,,0,5,, +moncefr01,1928,1,BOS,AL,3,1,0,0,0,0,0,0,0,0,0,1,,0,0,, +montaed01,1928,1,CLE,AL,32,51,12,12,0,1,0,3,0,0,6,7,,2,1,, +mooreed01,1928,1,BSN,NL,68,215,27,51,9,0,2,18,7,,19,12,,0,10,, +mooreji01,1928,1,CLE,AL,1,3,0,0,0,0,0,0,0,0,0,2,,0,0,, +moorejo01,1928,1,CHN,NL,4,4,0,0,0,0,0,0,0,,0,0,,0,0,, +moorera01,1928,1,CHA,AL,24,61,6,13,4,1,0,5,0,1,3,5,,0,3,, +moorewi01,1928,1,NYA,AL,35,14,0,2,0,0,0,0,0,0,1,10,,0,2,, +morgaed01,1928,1,CLE,AL,76,265,42,83,24,6,4,54,5,5,21,17,,1,9,, +morried02,1928,1,BOS,AL,47,91,8,14,1,2,0,9,0,0,3,30,,0,2,, +morrigu01,1928,1,BSN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mossra01,1928,1,BRO,NL,24,25,1,8,2,0,0,4,0,,0,7,,0,0,, +mostijo01,1928,1,CHA,AL,133,503,69,136,19,8,0,51,23,21,66,54,,4,16,, +muellhe01,1928,1,BSN,NL,42,151,25,34,3,1,0,19,1,,17,9,,3,11,, +mullebi01,1928,1,SLA,AL,15,18,2,7,1,0,0,2,0,0,3,4,,0,1,, +mullied01,1928,1,PIT,NL,27,43,4,10,2,0,0,1,0,,3,4,,0,4,, +myattgl01,1928,1,CLE,AL,58,125,9,36,7,2,1,15,0,2,13,13,,0,0,, +myerbu01,1928,1,BOS,AL,147,536,78,168,26,6,1,44,30,16,53,28,,4,26,, +nehfar01,1928,1,CHN,NL,31,58,4,11,0,1,1,3,0,,7,8,,0,5,, +neunjo01,1928,1,DET,AL,36,108,15,23,3,1,0,5,2,2,7,10,,0,1,, +neverer01,1928,1,SLA,AL,6,1,0,0,0,0,0,0,0,0,0,1,,0,0,, +nichoch01,1928,1,NY1,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nixonal01,1928,1,PHI,NL,25,64,7,15,2,0,0,7,1,,6,4,,0,1,, +oconnjo03,1928,1,PIT,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +odoulle01,1928,1,NY1,NL,114,354,67,113,19,4,8,46,9,,30,8,,0,6,, +ofarrbo01,1928,1,SLN,NL,16,52,6,11,1,0,0,4,2,,13,9,,0,0,, +ofarrbo01,1928,2,NY1,NL,75,133,23,26,6,0,2,20,2,,34,16,,0,8,, +ogdenja01,1928,1,SLA,AL,38,85,7,17,2,2,0,10,0,0,3,20,,0,2,, +oneilst01,1928,1,SLA,AL,10,24,4,7,1,0,0,6,0,0,8,0,,1,2,, +orourfr01,1928,1,SLA,AL,99,391,54,103,24,3,1,62,10,2,21,19,,1,25,, +orsater01,1928,1,SLN,NL,27,69,10,21,6,0,3,15,0,,10,11,,1,4,, +orwolos01,1928,1,PHA,AL,64,170,28,52,13,2,0,22,3,1,16,24,,0,5,, +ottme01,1928,1,NY1,NL,124,435,69,140,26,4,18,77,3,,52,36,,2,10,, +pageph01,1928,1,DET,AL,3,9,0,2,0,0,0,0,0,0,0,4,,0,0,, +palmeem01,1928,1,BSN,NL,3,1,0,0,0,0,0,0,0,,0,0,,0,1,, +partrja01,1928,1,BRO,NL,37,73,18,18,0,1,0,12,2,,13,6,,1,4,, +paschbe01,1928,1,NYA,AL,65,79,12,25,6,1,1,15,1,0,8,11,,0,3,, +pennohe01,1928,1,NYA,AL,28,74,1,15,0,0,0,9,0,0,3,7,,0,7,, +perkicy01,1928,1,PHA,AL,19,29,1,5,0,0,0,1,0,1,1,1,,0,1,, +pettyje01,1928,1,BRO,NL,40,81,5,9,1,0,0,4,0,,2,27,,0,4,, +picinva01,1928,1,CIN,NL,96,324,29,98,15,1,7,35,1,,20,25,,0,14,, +pipgrge01,1928,1,NYA,AL,46,115,7,18,4,0,0,5,0,0,4,28,,1,6,, +pippwa01,1928,1,CIN,NL,95,272,30,77,11,3,2,26,1,,23,13,,1,11,, +pittipi01,1928,1,CIN,NL,40,38,12,9,0,1,0,4,2,,0,1,,0,0,, +powerik01,1928,1,PHA,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pricejo01,1928,1,NY1,NL,1,1,0,0,0,0,0,0,0,,0,1,,0,0,, +pruethu01,1928,1,PHI,NL,13,24,0,5,0,0,0,0,0,,1,5,,0,2,, +purdypi01,1928,1,CIN,NL,70,223,32,69,11,1,0,25,1,,23,13,,1,5,, +pyleha01,1928,1,CIN,NL,2,1,0,0,0,0,0,0,0,,0,1,,0,0,, +quinnja01,1928,1,PHA,AL,31,79,3,13,2,0,0,12,0,0,3,23,,0,6,, +redfebu01,1928,1,CHA,AL,86,261,22,61,6,3,0,35,8,2,12,19,,0,12,, +reesera01,1928,1,NY1,NL,109,406,61,125,18,4,6,44,7,,13,24,,1,12,, +reevebo01,1928,1,WS1,AL,102,353,44,107,16,8,3,42,4,8,24,47,,2,13,, +reganbi01,1928,1,BOS,AL,138,511,53,135,30,6,7,75,9,6,21,40,,2,21,, +reinhar01,1928,1,SLN,NL,27,24,1,4,0,0,0,1,0,,2,4,,0,0,, +reinhar02,1928,1,CLE,AL,2,3,0,1,0,0,0,0,0,0,1,0,,0,0,, +reynoca01,1928,1,CHA,AL,84,291,51,94,21,11,2,36,15,3,17,13,,5,6,, +rhemfl01,1928,1,SLN,NL,28,67,4,11,0,0,1,6,0,,2,23,,0,1,, +riceha01,1928,1,DET,AL,131,510,87,154,21,12,6,81,20,13,44,27,,2,17,, +ricesa01,1928,1,WS1,AL,148,616,95,202,32,15,2,55,16,3,49,15,,2,14,, +richbla01,1928,1,BSN,NL,148,612,105,206,26,12,2,52,11,,62,39,,2,9,, +riconha01,1928,1,BRO,NL,92,281,22,63,15,4,3,35,6,,20,28,,4,10,, +ringji01,1928,1,PHI,NL,35,60,5,11,1,0,0,7,0,,0,21,,0,1,, +rixeyep01,1928,1,CIN,NL,43,104,4,18,2,0,1,8,0,,3,15,,0,3,, +roberch01,1928,1,BSN,NL,13,17,2,0,0,0,0,0,0,,4,4,,0,2,, +roberge01,1928,1,NYA,AL,83,251,29,73,9,0,1,36,2,4,14,6,,0,11,, +roettwa01,1928,1,SLN,NL,68,261,27,89,17,4,6,44,2,,10,22,,3,9,, +rogelbi01,1928,1,BOS,AL,102,296,33,69,10,4,0,29,2,6,22,47,,4,17,, +rollire01,1928,1,BOS,AL,50,48,7,11,3,1,0,9,0,0,6,8,,0,3,, +rommeed01,1928,1,PHA,AL,43,47,5,12,1,1,0,1,0,0,7,5,,0,4,, +rootch01,1928,1,CHN,NL,40,73,5,13,5,0,0,5,0,,2,18,,0,8,, +rothrja01,1928,1,BOS,AL,117,344,52,92,9,4,3,22,12,6,33,40,,1,6,, +roushed01,1928,1,NY1,NL,46,163,20,41,5,3,2,13,1,,14,8,,1,2,, +ruelmu01,1928,1,WS1,AL,108,350,31,90,18,2,0,55,12,10,44,14,,1,9,, +ruffire01,1928,1,BOS,AL,60,121,12,38,13,1,2,19,0,0,3,12,,0,7,, +russeja01,1928,1,BOS,AL,35,62,5,13,3,1,0,5,0,0,1,14,,0,7,, +ruthba01,1928,1,NYA,AL,154,536,163,173,29,8,54,142,4,5,137,87,,3,8,, +ryanro01,1928,1,NYA,AL,3,4,0,0,0,0,0,0,0,0,0,1,,0,0,, +sandhe01,1928,1,PHI,NL,141,426,38,90,26,1,0,38,1,,60,47,,1,22,, +saxol01,1928,1,SLA,AL,16,17,4,3,0,0,0,0,0,0,5,3,,0,0,, +schalra01,1928,1,CHA,AL,2,1,0,1,0,0,0,1,1,0,0,0,,0,0,, +schanwa01,1928,1,SLA,AL,91,245,41,70,10,5,3,39,8,2,68,26,,4,8,, +schulfr02,1928,1,SLA,AL,146,556,90,159,44,6,7,85,6,5,51,60,,1,21,, +schuljo04,1928,1,PHI,NL,65,113,14,28,2,2,4,17,0,,15,12,,0,3,, +scottja01,1928,1,NY1,NL,16,15,3,4,1,0,0,2,0,,1,2,,0,0,, +scottpe01,1928,1,PIT,NL,60,177,33,55,10,4,5,33,1,,18,14,,1,7,, +settlme01,1928,1,BOS,AL,33,17,2,3,1,0,0,2,0,0,0,7,,0,3,, +seweljo01,1928,1,CLE,AL,155,588,79,190,40,2,4,70,7,1,58,9,,7,25,, +sewellu01,1928,1,CLE,AL,122,411,52,111,16,9,3,52,3,4,26,27,,3,17,, +shautjo01,1928,1,CLE,AL,36,92,8,21,4,1,0,9,1,0,10,15,,0,4,, +sheajo01,1928,1,BOS,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shealal01,1928,1,NYA,AL,23,38,6,9,1,0,1,2,0,0,3,7,,0,2,, +sheame01,1928,1,DET,AL,39,85,8,20,2,3,0,9,2,2,9,11,,1,2,, +sherdbi01,1928,1,SLN,NL,38,84,10,19,5,0,1,8,1,,8,10,,0,10,, +shirear01,1928,1,CHA,AL,33,123,20,42,6,1,1,11,0,3,13,10,,1,0,, +shockur01,1928,1,NYA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shorebi01,1928,1,PHA,AL,3,5,0,0,0,0,0,0,0,0,0,3,,0,0,, +simmoal01,1928,1,PHA,AL,119,464,78,163,33,9,15,107,1,4,31,30,,3,11,, +simmopa01,1928,1,BOS,AL,31,15,0,2,0,0,0,1,0,0,1,7,,0,0,, +sislege01,1928,1,WS1,AL,20,49,1,12,1,0,0,2,0,1,1,2,,0,1,, +sislege01,1928,2,BSN,NL,118,491,71,167,26,4,4,68,11,,30,15,,2,14,, +slaytst01,1928,1,BOS,AL,3,2,0,0,0,0,0,0,0,0,0,0,,0,0,, +smithbo02,1928,1,BSN,NL,39,92,11,23,2,0,1,8,2,,1,6,,0,6,, +smithea02,1928,1,PIT,NL,32,85,8,21,6,0,2,11,0,,11,7,,0,3,, +smithea02,1928,2,SLN,NL,24,58,3,13,2,0,0,7,0,,5,4,,0,1,, +smithge03,1928,1,DET,AL,39,27,2,3,0,0,0,0,0,0,1,8,,0,1,, +smithja03,1928,1,BSN,NL,96,254,30,71,9,2,1,32,6,,21,14,,0,14,, +sorrevi01,1928,1,DET,AL,29,55,2,6,2,0,0,1,0,0,0,14,,0,6,, +sothede01,1928,1,PHI,NL,141,579,82,165,27,5,5,38,17,,34,53,,2,3,, +spalddi01,1928,1,WS1,AL,16,23,1,8,0,0,0,0,0,2,0,4,,0,2,, +speaktr01,1928,1,PHA,AL,64,191,28,51,22,2,3,30,5,1,10,5,,2,9,, +spencgl01,1928,1,PIT,NL,4,1,0,0,0,0,0,0,0,,0,0,,0,0,, +spohral01,1928,1,NY1,NL,2,2,0,0,0,0,0,0,0,,0,0,,0,0,, +spohral01,1928,2,BSN,NL,51,124,15,27,3,0,0,9,1,,5,11,,1,0,, +statzji01,1928,1,BRO,NL,77,171,28,40,8,1,0,16,3,,18,12,,1,9,, +stephri01,1928,1,CHN,NL,137,512,75,166,36,9,8,90,8,,68,29,,3,8,, +stewale01,1928,1,SLA,AL,29,51,5,14,3,0,0,7,0,0,6,13,,0,0,, +stonejo01,1928,1,DET,AL,26,113,20,40,10,3,2,21,1,0,5,8,,1,3,, +stoneli01,1928,1,DET,AL,36,39,4,7,2,0,0,3,0,0,1,6,,1,3,, +streled01,1928,1,SLA,AL,22,10,2,2,0,0,0,0,0,0,2,3,,0,2,, +stripjo01,1928,1,CIN,NL,42,139,18,40,7,3,1,17,0,,8,8,,3,3,, +sturdgu01,1928,1,SLA,AL,54,45,3,10,1,0,1,8,1,0,8,4,,0,1,, +sukefcl01,1928,1,CIN,NL,33,53,5,7,2,1,0,3,0,,3,5,,0,0,, +sullich02,1928,1,DET,AL,3,4,0,0,0,0,0,0,0,0,0,0,,0,0,, +summaho01,1928,1,CLE,AL,134,504,60,143,26,3,3,57,4,2,20,15,,6,23,, +sumneca01,1928,1,BOS,AL,16,29,6,8,1,1,0,3,0,0,5,6,,0,0,, +swanska01,1928,1,CHA,AL,22,64,2,9,1,0,0,6,3,0,4,7,,0,6,, +sweenbi03,1928,1,DET,AL,89,309,47,78,15,5,0,19,12,9,15,28,,0,5,, +sweetle01,1928,1,PHI,NL,41,47,1,9,0,0,0,2,0,,8,7,,0,1,, +taittdo01,1928,1,BOS,AL,143,482,51,144,28,14,3,61,13,6,36,32,,2,17,, +tarbear01,1928,1,BOS,AL,6,17,1,3,1,0,0,2,1,0,1,1,,0,1,, +tatebe01,1928,1,WS1,AL,57,122,10,30,6,0,0,15,0,4,10,4,,0,3,, +tauscwa01,1928,1,PIT,NL,17,6,0,1,0,0,0,1,0,,0,2,,0,0,, +tavenja01,1928,1,DET,AL,132,473,59,123,24,15,5,52,13,8,33,51,,4,19,, +tayloza02,1928,1,BSN,NL,125,399,36,100,15,1,2,30,2,,33,29,,3,7,, +terrybi01,1928,1,NY1,NL,149,568,100,185,36,11,17,101,7,,64,36,,0,17,, +theveto01,1928,1,SLN,NL,69,171,11,35,8,3,0,13,0,,20,12,,0,5,, +thomamy01,1928,1,NYA,AL,13,10,1,4,0,0,0,0,0,0,0,0,,0,0,, +thomato02,1928,1,CHA,AL,36,96,9,21,3,0,2,12,0,1,8,28,,0,7,, +thompfr03,1928,1,PHI,NL,152,634,99,182,34,11,3,50,19,,42,27,,1,23,, +tincube01,1928,1,CHN,NL,2,3,0,0,0,0,0,0,0,,0,0,,0,0,, +todtph01,1928,1,BOS,AL,144,539,61,136,31,8,12,73,6,5,26,47,,3,31,, +toporsp01,1928,1,SLN,NL,8,14,0,0,0,0,0,0,0,,0,3,,0,0,, +touchcl01,1928,1,BSN,NL,5,2,0,0,0,0,0,0,0,,0,0,,0,0,, +traynpi01,1928,1,PIT,NL,144,569,91,192,38,12,3,124,12,,28,10,,1,42,, +trempov01,1928,1,BRO,NL,10,31,1,6,2,1,0,1,0,,0,1,,0,1,, +tuckeol01,1928,1,CLE,AL,14,47,5,6,0,0,1,2,0,2,7,3,,1,1,, +tutwiel01,1928,1,PIT,NL,2,1,0,0,0,0,0,0,0,,0,0,,0,0,, +tysonty01,1928,1,BRO,NL,59,210,25,57,11,1,1,21,3,,10,14,,4,5,, +uhlege01,1928,1,CLE,AL,55,98,9,28,3,2,1,17,0,0,8,4,,0,6,, +underwi01,1928,1,CLE,AL,11,11,2,4,2,0,0,1,0,0,1,1,,0,0,, +urbanlu01,1928,1,BSN,NL,15,17,0,3,0,0,0,2,0,,0,1,,1,1,, +vanalcl01,1928,1,WS1,AL,4,8,3,2,0,0,1,1,0,0,1,3,,0,0,, +vancaal01,1928,1,CLE,AL,5,17,0,4,1,0,0,2,1,0,0,1,,0,1,, +vanceda01,1928,1,BRO,NL,38,96,7,17,6,0,0,9,0,,9,34,,2,1,, +vangiel01,1928,1,DET,AL,38,58,4,15,0,0,2,6,0,0,0,11,,0,1,, +veltmpa01,1928,1,NY1,NL,1,3,1,1,0,1,0,0,0,,1,0,,0,0,, +walberu01,1928,1,PHA,AL,38,86,10,18,4,0,1,7,1,0,3,13,,0,3,, +walkebi01,1928,1,NY1,NL,22,22,0,2,0,0,0,0,0,,0,8,,0,2,, +walkecu01,1928,1,CIN,NL,123,427,64,119,15,12,6,73,19,,49,14,,1,25,, +walkema01,1928,1,PHI,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +walshau02,1928,1,PHI,NL,39,39,6,10,2,0,1,2,0,,0,8,,0,1,, +walshed02,1928,1,CHA,AL,14,27,2,3,2,0,0,1,0,0,0,9,,0,1,, +wanerll01,1928,1,PIT,NL,152,659,121,221,22,14,5,61,8,,40,13,,4,17,, +wanerpa01,1928,1,PIT,NL,152,602,142,223,50,19,6,86,6,,77,16,,5,13,, +wardaa01,1928,1,CLE,AL,6,9,0,1,0,0,0,0,0,0,1,2,,0,1,, +warneja01,1928,1,DET,AL,75,206,33,44,4,4,0,13,4,4,16,15,,1,6,, +weaveji01,1928,1,WS1,AL,3,1,0,0,0,0,0,0,0,0,0,1,,0,0,, +webbea01,1928,1,CHN,NL,62,140,22,35,7,3,3,23,0,,14,17,,0,5,, +weilabo01,1928,1,CHA,AL,1,3,0,1,0,0,0,0,0,0,0,1,,0,0,, +weinele01,1928,1,CHN,NL,10,2,0,0,0,0,0,0,0,,0,0,,0,0,, +welchjo01,1928,1,CHN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +welshji01,1928,1,NY1,NL,124,476,77,146,22,5,9,54,4,,29,30,,8,13,, +wertsjo01,1928,1,BSN,NL,10,3,0,1,0,0,0,0,0,,0,0,,0,0,, +westma01,1928,1,BRO,NL,7,21,4,6,1,1,0,1,0,,4,1,,0,1,, +westsa01,1928,1,WS1,AL,125,378,59,114,30,7,3,40,5,6,20,23,,1,6,, +whiteea01,1928,1,DET,AL,31,67,4,13,0,0,0,3,0,0,5,11,,0,3,, +whiteja02,1928,1,CIN,NL,1,3,0,0,0,0,0,0,0,,0,1,,0,0,, +whitnpi01,1928,1,PHI,NL,151,585,73,176,35,4,10,103,3,,36,30,,1,14,, +willial01,1928,1,CHA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +willicy01,1928,1,PHI,NL,99,238,31,61,9,0,12,37,0,,54,34,,3,8,, +willide01,1928,1,BOS,AL,16,18,1,4,0,0,0,1,0,0,1,1,,0,0,, +williea01,1928,1,BSN,NL,3,2,0,0,0,0,0,0,0,,0,1,,0,0,, +williho01,1928,1,SLN,NL,10,9,0,2,0,0,0,0,0,,1,4,,0,0,, +willike01,1928,1,BOS,AL,133,462,59,140,25,1,8,67,4,9,37,15,,1,15,, +willocl01,1928,1,PHI,NL,35,40,1,6,1,0,0,2,0,,4,11,,0,1,, +wilsofr01,1928,1,CLE,AL,2,1,0,0,0,0,0,0,0,0,1,0,,0,0,, +wilsofr01,1928,2,SLA,AL,6,5,1,0,0,0,0,0,0,0,0,0,,0,0,, +wilsoha01,1928,1,CHN,NL,145,520,89,163,32,9,31,120,4,,77,94,,2,24,, +wilsoji01,1928,1,PHI,NL,21,70,11,21,4,1,0,13,3,,9,8,,0,2,, +wilsoji01,1928,2,SLN,NL,120,411,45,106,26,2,2,50,9,,45,24,,1,14,, +wilsojo02,1928,1,BOS,AL,2,1,0,0,0,0,0,0,0,0,0,1,,0,0,, +wilsoro01,1928,1,CHA,AL,1,1,0,0,0,0,0,0,0,0,0,0,,0,0,, +wiltsha01,1928,1,BOS,AL,2,4,0,0,0,0,0,0,0,0,0,0,,0,0,, +wiltsha01,1928,2,SLA,AL,26,22,3,5,2,0,0,1,1,0,0,5,,0,1,, +windlbi01,1928,1,PIT,NL,1,1,1,1,1,0,0,0,0,,0,0,,0,0,, +wingoal01,1928,1,DET,AL,87,242,30,69,13,2,2,30,2,2,40,17,,1,4,, +woodala01,1928,1,DET,AL,65,186,19,39,7,1,0,13,3,1,24,10,,0,6,, +wrighgl01,1928,1,PIT,NL,108,407,63,126,20,8,8,66,3,,21,53,,0,15,, +wrighji01,1928,1,SLA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wrighru01,1928,1,PHI,NL,33,91,7,19,5,1,1,11,0,,14,5,,1,4,, +wrighru01,1928,2,NY1,NL,30,25,3,4,0,0,1,5,0,,3,2,,0,0,, +yerkeca01,1928,1,PHA,AL,2,3,0,0,0,0,0,0,0,0,0,2,,0,0,, +yoterel01,1928,1,CHN,NL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +zachato01,1928,1,WS1,AL,20,33,1,10,0,0,0,3,0,0,1,7,,0,5,, +zachato01,1928,2,NYA,AL,7,15,1,2,0,0,1,4,0,0,0,5,,0,1,, +zitzmbi01,1928,1,CIN,NL,101,266,53,79,9,3,3,33,13,,13,22,,3,14,, +adamssp01,1929,1,PIT,NL,74,196,37,51,8,1,0,11,3,,15,5,,1,5,, +adkingr01,1929,1,CHA,AL,37,46,6,11,3,2,0,1,1,0,4,10,,0,1,, +akersbi01,1929,1,DET,AL,24,83,15,22,4,1,1,9,2,0,10,9,,1,4,, +alexada01,1929,1,DET,AL,155,626,110,215,43,15,25,137,5,9,56,63,,0,18,, +alexape01,1929,1,SLN,NL,22,41,2,2,0,0,0,2,0,,3,5,,1,3,, +allenet01,1929,1,CIN,NL,143,538,69,157,27,11,6,64,21,,20,21,,0,10,, +altroni01,1929,1,WS1,AL,1,1,0,1,0,0,0,0,0,0,0,0,,0,0,, +angleto01,1929,1,CHN,NL,5,16,1,4,1,0,0,6,0,,2,2,,0,3,, +asbjoca01,1929,1,BOS,AL,17,29,1,3,0,0,0,0,0,0,1,6,,0,0,, +ashke01,1929,1,CIN,NL,30,21,1,3,1,0,0,1,0,,0,4,,0,0,, +austiji01,1929,1,SLA,AL,1,1,0,0,0,0,0,0,0,0,0,1,,0,0,, +autrych02,1929,1,CHA,AL,43,96,7,20,6,0,1,12,0,0,1,8,,1,2,, +averiea01,1929,1,CLE,AL,151,597,110,198,43,13,18,96,13,13,63,53,,3,17,, +badgrre01,1929,1,SLA,AL,54,148,27,42,12,0,1,18,1,0,11,15,,2,7,, +ballowi01,1929,1,BRO,NL,25,16,1,1,0,0,0,0,0,,0,7,,0,0,, +bancrda01,1929,1,BRO,NL,104,358,35,99,11,3,1,44,7,,29,11,,0,16,, +barnefr01,1929,1,DET,AL,4,1,0,0,0,0,0,0,0,0,0,0,,0,0,, +barnere01,1929,1,WS1,AL,72,130,16,26,5,2,1,15,1,0,13,12,,0,0,, +barrebi02,1929,1,CHA,AL,3,1,0,0,0,0,0,0,0,0,2,0,,0,0,, +barrebi02,1929,2,BOS,AL,111,370,57,100,23,4,3,35,11,8,51,38,,3,12,, +barrebo01,1929,1,BOS,AL,68,126,15,34,10,0,0,19,3,1,10,6,,0,4,, +barrore01,1929,1,BSN,NL,10,21,3,4,1,0,0,1,2,,1,4,,0,0,, +bartedi01,1929,1,PIT,NL,143,610,101,184,40,13,2,57,11,,40,29,,2,22,, +baynebi01,1929,1,BOS,AL,27,25,2,8,1,1,0,1,0,0,1,3,,0,1,, +beallwa01,1929,1,WS1,AL,3,3,0,0,0,0,0,0,0,0,0,3,,0,0,, +beckcl01,1929,1,CHN,NL,54,190,28,40,7,0,0,9,3,,19,24,,0,4,, +bellhi01,1929,1,SLN,NL,7,3,0,0,0,0,0,0,0,,0,2,,0,0,, +bellle01,1929,1,BSN,NL,139,483,58,144,23,5,9,72,4,,50,42,,0,20,, +bengera01,1929,1,PHI,NL,43,74,8,15,0,0,0,4,0,,1,9,,0,3,, +bengobe01,1929,1,NYA,AL,23,62,5,12,2,1,0,7,0,0,0,2,,0,0,, +bentola01,1929,1,NY1,NL,41,86,2,9,1,0,1,8,0,,1,15,,0,1,, +bergmo01,1929,1,CHA,AL,107,352,32,101,7,0,0,47,5,1,17,16,,2,12,, +berrych02,1929,1,BOS,AL,77,207,19,50,11,4,1,21,2,4,15,29,,3,4,, +bigelel01,1929,1,BOS,AL,100,211,23,60,16,0,1,26,1,4,23,18,,1,5,, +billijo02,1929,1,DET,AL,8,6,0,0,0,0,0,0,0,0,1,1,,0,0,, +bishoma01,1929,1,PHA,AL,129,475,102,110,19,6,3,36,1,4,128,44,,3,10,, +bissode01,1929,1,BRO,NL,116,431,68,121,28,10,12,75,2,,46,58,,1,6,, +blackle01,1929,1,CHA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +blaehge01,1929,1,SLA,AL,42,74,6,9,1,0,1,6,0,0,6,14,,0,2,, +blairfo01,1929,1,CHN,NL,26,72,10,23,5,0,1,8,1,,3,4,,0,2,, +blakesh01,1929,1,CHN,NL,38,81,11,14,2,0,0,4,0,,4,10,,0,5,, +blankte01,1929,1,CHA,AL,8,4,0,1,0,0,0,0,0,0,0,2,,0,0,, +blethcl01,1929,1,BRO,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bluegos01,1929,1,WS1,AL,64,220,35,65,6,0,5,31,6,4,19,15,,1,6,, +bluelu01,1929,1,SLA,AL,151,573,111,168,40,10,6,61,12,6,126,32,,2,11,, +boleyjo01,1929,1,PHA,AL,91,303,36,76,17,6,2,47,1,0,24,16,,2,7,, +bossha01,1929,1,WS1,AL,28,66,9,18,2,1,0,6,0,0,2,6,,0,0,, +bottoji01,1929,1,SLN,NL,146,560,108,176,31,12,29,137,3,,70,54,,1,17,, +boylebu01,1929,1,BSN,NL,17,57,8,15,2,1,1,2,2,,6,11,,0,3,, +bradlhe01,1929,1,BOS,AL,3,1,0,0,0,0,0,0,0,0,0,0,,0,0,, +bradsjo01,1929,1,BRO,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brameer01,1929,1,PIT,NL,59,116,9,36,8,1,4,25,0,,2,7,,0,2,, +branded01,1929,1,BSN,NL,29,64,7,15,4,0,0,5,0,,4,6,,0,3,, +brannot01,1929,1,SLA,AL,23,51,4,15,1,0,1,8,0,0,4,4,,0,3,, +braxtga01,1929,1,WS1,AL,37,54,5,8,4,0,0,4,0,0,6,13,,1,5,, +breckbi01,1929,1,PHA,AL,3,4,0,0,0,0,0,0,0,0,0,1,,0,0,, +bressru01,1929,1,BRO,NL,136,456,72,145,22,8,9,77,4,,67,27,,1,15,, +brickfr01,1929,1,PIT,NL,60,118,13,37,4,2,0,17,3,,7,12,,0,2,, +browncl01,1929,1,CLE,AL,3,7,1,0,0,0,0,0,0,0,0,0,,0,0,, +brownll01,1929,1,WS1,AL,40,50,8,11,1,1,0,4,1,0,9,13,,1,2,, +burkebo01,1929,1,WS1,AL,37,43,2,6,1,0,0,4,0,0,1,10,,0,7,, +burnejo01,1929,1,CLE,AL,19,33,2,5,1,0,0,2,0,0,1,2,,1,0,, +burnsge02,1929,1,NYA,AL,9,9,0,0,0,0,0,0,0,0,0,4,,0,0,, +burnsge02,1929,2,PHA,AL,29,49,5,13,5,0,1,11,1,0,2,3,,0,1,, +bushgu01,1929,1,CHN,NL,50,91,5,15,0,0,0,3,1,,3,19,,0,10,, +butlejo02,1929,1,SLN,NL,17,55,5,9,1,1,0,5,0,,4,5,,0,0,, +byrdsa01,1929,1,NYA,AL,62,170,32,53,12,0,5,28,1,4,28,18,,0,4,, +byrneje01,1929,1,CHA,AL,3,2,0,0,0,0,0,0,0,0,0,0,,0,0,, +campbar01,1929,1,WS1,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cantwbe01,1929,1,BSN,NL,27,50,5,9,3,0,0,5,0,,4,5,,0,3,, +careyma01,1929,1,BRO,NL,19,23,2,7,0,0,0,1,0,,3,2,,1,0,, +carlsha01,1929,1,CHN,NL,31,39,4,9,2,0,0,8,0,,2,7,,0,3,, +carroed01,1929,1,BOS,AL,24,16,2,1,0,0,0,2,0,0,0,3,,0,3,, +carroow01,1929,1,DET,AL,37,74,9,17,2,2,0,11,0,0,4,4,,1,2,, +chagnle01,1929,1,PIT,NL,1,2,0,0,0,0,0,0,0,,0,0,,0,0,, +cicerjo01,1929,1,BOS,AL,10,32,6,10,2,2,0,4,0,0,0,2,,0,0,, +cissebi01,1929,1,CHA,AL,152,618,83,173,27,12,5,62,25,17,28,53,,1,19,, +clancbu01,1929,1,CHA,AL,92,290,36,82,14,6,3,45,3,1,16,19,,0,12,, +clarkbi01,1929,1,BSN,NL,2,2,0,1,0,0,0,0,0,,0,0,,0,0,, +clarkea01,1929,1,BSN,NL,84,279,43,88,13,3,1,30,6,,12,30,,1,11,, +clarkst01,1929,1,PIT,NL,57,178,20,47,5,7,2,21,3,,19,21,,1,7,, +clarkwa02,1929,1,BRO,NL,42,97,10,16,0,0,0,4,0,,5,14,,0,4,, +cobbhe01,1929,1,SLA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cochrmi01,1929,1,PHA,AL,135,514,113,170,37,8,7,95,7,6,69,8,,2,21,, +coffmdi01,1929,1,SLA,AL,27,7,0,0,0,0,0,0,0,0,0,0,,0,0,, +cohenan01,1929,1,NY1,NL,101,347,40,102,12,2,5,47,3,,11,15,,2,7,, +collied01,1929,1,PHA,AL,9,7,0,0,0,0,0,0,0,0,2,0,,0,0,, +collipa01,1929,1,BSN,NL,7,5,1,0,0,0,0,2,0,,3,1,,0,3,, +colliph01,1929,1,PHI,NL,59,58,15,11,4,0,1,7,0,,1,12,,1,0,, +colliri01,1929,1,SLA,AL,26,62,9,17,6,0,1,5,0,0,3,17,,0,1,, +combsea01,1929,1,NYA,AL,142,586,119,202,33,15,3,65,11,7,69,32,,0,11,, +comorad01,1929,1,PIT,NL,127,473,86,152,26,11,6,97,19,,40,22,,2,18,, +connasa01,1929,1,CHA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +connoed01,1929,1,BOS,AL,5,8,0,0,0,0,0,0,0,0,0,2,,0,0,, +coonejo01,1929,1,BSN,NL,41,72,10,23,4,1,0,6,1,,3,3,,1,0,, +crabtes01,1929,1,CIN,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +cramedo01,1929,1,PHA,AL,2,6,0,0,0,0,0,0,0,0,0,2,,0,0,, +crawfpa01,1929,1,NY1,NL,65,57,13,17,3,0,3,24,1,,11,5,,0,7,, +critzhu01,1929,1,CIN,NL,107,425,55,105,17,9,1,50,9,,27,21,,0,22,, +cronibi01,1929,1,BSN,NL,6,9,0,1,0,0,0,0,0,,0,0,,0,0,, +croniji01,1929,1,PHA,AL,25,56,7,13,2,1,0,4,0,0,5,7,,0,2,, +cronijo01,1929,1,WS1,AL,145,494,72,139,29,8,8,61,5,9,85,37,,1,21,, +crousbu01,1929,1,CHA,AL,45,107,11,29,7,0,2,12,2,0,5,7,,2,3,, +crowdal01,1929,1,SLA,AL,40,96,6,18,4,0,0,5,0,0,2,11,,0,1,, +culloni02,1929,1,BRO,NL,13,41,7,8,2,2,1,5,0,,8,7,,0,1,, +cummija01,1929,1,NY1,NL,3,3,0,1,0,0,0,0,0,,0,0,,0,0,, +cummija01,1929,2,BSN,NL,3,6,0,1,0,0,0,1,0,,0,2,,0,0,, +cunnibr01,1929,1,BSN,NL,19,27,3,4,0,0,0,2,0,,4,7,,0,2,, +cuyleki01,1929,1,CHN,NL,139,509,111,183,29,7,15,102,43,,66,56,,5,16,, +cvengmi01,1929,1,CHN,NL,33,15,5,6,1,0,0,1,0,,2,1,,0,0,, +dailesa01,1929,1,PHI,NL,20,17,0,1,0,0,0,1,0,,0,4,,0,0,, +davissp01,1929,1,PHI,NL,98,263,31,90,18,0,7,48,1,,19,17,,2,5,, +dawsojo01,1929,1,PIT,NL,4,2,1,1,0,0,0,0,0,,1,0,,0,0,, +deberha01,1929,1,BRO,NL,68,210,13,55,11,1,1,25,1,,17,15,,0,7,, +delanar01,1929,1,BSN,NL,20,21,4,3,0,0,1,2,0,,3,3,,0,2,, +delkeed01,1929,1,SLN,NL,22,40,5,6,0,1,0,3,0,,2,12,,2,3,, +dickebi01,1929,1,NYA,AL,130,447,60,145,30,6,10,65,5,3,14,16,,1,11,, +dixonle01,1929,1,CIN,NL,14,30,0,5,2,0,0,2,0,,3,7,,0,1,, +doakbi01,1929,1,SLN,NL,3,2,0,0,0,0,0,0,0,,1,0,,0,1,, +dobenra01,1929,1,BOS,AL,11,8,0,3,0,0,0,1,0,0,0,0,,0,1,, +dondele01,1929,1,SLA,AL,19,31,2,6,0,0,1,8,0,0,0,4,,0,4,, +donohpe01,1929,1,CIN,NL,32,60,1,20,0,0,0,13,1,,1,5,,1,4,, +douthta01,1929,1,SLN,NL,150,613,128,206,42,7,9,62,8,,79,49,,5,11,, +dressch01,1929,1,CIN,NL,110,401,49,98,22,3,1,36,8,,41,21,,4,12,, +dudlecl01,1929,1,BRO,NL,36,51,4,5,0,0,2,3,0,,4,21,,1,3,, +duganda01,1929,1,CHA,AL,19,20,1,3,1,0,0,3,0,0,0,7,,0,1,, +duganjo01,1929,1,BSN,NL,60,125,14,38,10,0,0,15,0,,8,8,,0,6,, +dunlabi01,1929,1,BSN,NL,10,29,6,12,0,1,1,4,0,,4,4,,0,0,, +durhaed01,1929,1,BOS,AL,14,4,0,0,0,0,0,0,0,0,1,1,,0,0,, +durocle01,1929,1,NYA,AL,106,341,53,84,4,5,0,32,3,1,34,33,,3,7,, +durstce01,1929,1,NYA,AL,92,202,32,52,3,3,4,31,3,2,15,25,,0,5,, +dykesji01,1929,1,PHA,AL,119,401,76,131,34,6,13,79,8,3,51,25,,7,17,, +earnsge01,1929,1,PHA,AL,44,87,6,15,2,0,1,10,0,0,2,21,,1,10,, +ehmkeho01,1929,1,PHA,AL,11,19,0,2,1,0,0,0,0,0,0,2,,0,0,, +ehrharu01,1929,1,CIN,NL,24,11,1,2,0,0,0,0,0,,0,5,,0,0,, +ellioha01,1929,1,PHI,NL,40,30,4,5,0,0,0,0,0,,4,15,,0,0,, +ellioju01,1929,1,BRO,NL,6,4,0,1,0,0,0,0,0,,1,2,,0,0,, +engliwo01,1929,1,CHN,NL,144,608,131,168,29,3,1,52,13,,68,50,,3,21,, +erickra01,1929,1,PIT,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +estraos01,1929,1,SLA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +eversjo01,1929,1,BSN,NL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +faberre01,1929,1,CHA,AL,31,78,8,10,2,0,1,5,0,0,8,24,,0,4,, +falkbi01,1929,1,CLE,AL,125,426,65,133,30,7,13,93,4,4,42,14,,0,20,, +farredo01,1929,1,BSN,NL,5,8,0,1,0,0,0,2,0,,0,1,,0,0,, +farredo01,1929,2,NY1,NL,63,178,18,38,6,0,0,16,2,,9,17,,0,5,, +fergual01,1929,1,PHI,NL,5,4,0,0,0,0,0,0,0,,0,2,,0,0,, +fergual01,1929,2,BRO,NL,3,1,0,1,0,0,0,0,0,,0,0,,0,0,, +ferreri01,1929,1,SLA,AL,64,144,21,33,6,1,0,20,1,2,32,10,,1,4,, +ferrewe01,1929,1,CLE,AL,47,93,12,22,5,3,1,12,1,0,6,28,,0,3,, +fitzsfr01,1929,1,NY1,NL,37,82,5,15,4,0,0,9,0,,1,11,,0,2,, +flagsir01,1929,1,BOS,AL,14,36,9,11,2,0,0,3,1,3,5,1,,0,1,, +flagsir01,1929,2,WS1,AL,18,39,5,7,1,0,0,9,1,0,4,5,,0,5,, +flagsir01,1929,3,PIT,NL,26,50,8,14,2,1,0,6,1,,4,2,,0,1,, +floweja01,1929,1,BRO,NL,46,130,16,26,6,0,1,16,9,,22,6,,0,7,, +fonsele01,1929,1,CLE,AL,148,566,97,209,44,15,6,103,19,11,50,23,,7,20,, +fordho01,1929,1,CIN,NL,148,529,68,146,14,6,3,50,8,,41,25,,1,19,, +fothebo01,1929,1,DET,AL,115,277,42,98,24,9,6,62,3,1,11,11,,0,5,, +foxxji01,1929,1,PHA,AL,149,517,123,183,23,9,33,118,9,7,103,70,,2,16,, +frankfr02,1929,1,SLN,NL,34,52,7,15,3,0,1,8,0,,1,6,,0,2,, +fredejo01,1929,1,BRO,NL,148,628,127,206,52,6,24,75,6,,39,34,,5,10,, +frencla01,1929,1,PIT,NL,30,42,4,8,1,0,0,8,1,,2,12,,0,1,, +frencwa01,1929,1,PHA,AL,45,45,7,12,1,0,1,9,0,0,2,3,,0,2,, +freybe01,1929,1,CIN,NL,3,8,3,3,1,0,0,0,0,,0,1,,0,1,, +fribebe01,1929,1,PHI,NL,128,455,74,137,21,10,7,55,1,,49,54,,1,13,, +friscfr01,1929,1,SLN,NL,138,527,93,176,40,12,5,74,24,,53,12,,2,17,, +fullich01,1929,1,NY1,NL,86,274,67,79,11,1,7,29,7,,30,26,,3,4,, +funkli01,1929,1,NYA,AL,1,0,0,0,0,0,0,0,0,0,0,0,,0,0,, +fussefr01,1929,1,PIT,NL,21,16,4,4,1,0,2,3,0,,0,1,,0,0,, +gardnra01,1929,1,CLE,AL,82,256,28,67,3,2,1,24,10,13,29,16,,0,11,, +gastoal01,1929,1,BOS,AL,55,116,14,26,5,2,2,9,1,0,6,8,,0,5,, +gastomi01,1929,1,BOS,AL,39,78,3,15,3,0,1,5,0,0,6,19,,1,4,, +gehrich01,1929,1,DET,AL,155,634,131,215,45,19,13,106,27,9,64,19,,6,11,, +gehrilo01,1929,1,NYA,AL,154,553,127,166,32,10,35,126,4,4,122,68,,5,12,, +gelbech01,1929,1,SLN,NL,146,512,60,134,29,8,3,65,8,,51,46,,0,15,, +genewjo01,1929,1,NY1,NL,25,32,7,12,0,0,0,2,1,,0,5,,0,0,, +gerbewa01,1929,1,BOS,AL,61,91,6,15,3,1,0,5,1,0,8,12,,0,6,, +gharrpa01,1929,1,WS1,AL,3,2,0,0,0,0,0,0,0,0,1,2,,0,0,, +gilbewa01,1929,1,BRO,NL,143,569,88,173,31,4,3,58,7,,42,29,,7,23,, +gilligr01,1929,1,BOS,AL,28,73,5,18,4,0,0,11,0,1,6,8,,0,4,, +goldsha01,1929,1,SLN,NL,2,1,0,0,0,0,0,0,0,,0,1,,0,0,, +gonzami01,1929,1,CHN,NL,60,167,15,40,3,0,0,18,1,,18,14,,1,3,, +goochch01,1929,1,WS1,AL,39,57,6,16,2,1,0,5,0,1,7,8,,0,0,, +goochjo01,1929,1,BRO,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +goochjo01,1929,2,CIN,NL,92,287,22,86,13,5,0,34,4,,24,10,,1,1,, +gosligo01,1929,1,WS1,AL,145,553,82,159,28,7,18,91,10,3,66,33,,2,18,, +gowdyha01,1929,1,BSN,NL,10,16,1,7,0,0,0,3,0,,0,2,,0,0,, +graboal01,1929,1,SLN,NL,6,16,3,4,2,1,0,1,0,,1,0,,0,1,, +grabojo01,1929,1,NYA,AL,22,59,4,12,1,0,0,2,1,0,3,6,,0,2,, +graceea01,1929,1,CHN,NL,27,80,7,20,1,0,2,17,0,,9,7,,1,4,, +grahask01,1929,1,DET,AL,13,19,1,2,0,0,1,1,0,0,0,6,,0,0,, +grampha01,1929,1,CHN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grantge01,1929,1,PIT,NL,110,349,85,107,23,10,12,90,10,,93,38,,1,14,, +grantge02,1929,1,CLE,AL,12,2,0,0,0,0,0,0,0,0,0,0,,0,0,, +graydo02,1929,1,SLA,AL,43,103,8,19,4,1,0,13,0,0,6,18,,0,9,, +greenju01,1929,1,PHI,NL,21,19,1,4,1,0,0,0,0,,2,4,,0,0,, +greenke01,1929,1,BSN,NL,6,5,0,0,0,0,0,0,0,,0,2,,0,0,, +greenke01,1929,2,BRO,NL,7,1,0,0,0,0,0,0,0,,0,0,,0,0,, +grimebu01,1929,1,PIT,NL,33,91,11,26,3,3,0,12,0,,4,10,,0,2,, +grimmch01,1929,1,CHN,NL,120,463,66,138,28,3,10,91,3,,42,25,,1,10,, +grovele01,1929,1,PHA,AL,42,102,13,22,3,0,1,15,0,0,6,33,,0,8,, +gudatma01,1929,1,CIN,NL,9,10,0,2,0,0,0,0,0,,0,0,,0,0,, +haasmu01,1929,1,PHA,AL,139,578,115,181,41,9,16,82,0,4,34,38,,4,40,, +hadlebu01,1929,1,WS1,AL,37,62,6,6,0,0,0,2,0,0,7,15,,0,4,, +hafeych01,1929,1,SLN,NL,134,517,101,175,47,9,29,125,7,,45,42,,2,8,, +haidha01,1929,1,SLN,NL,38,49,4,4,1,0,0,3,0,,3,15,,1,3,, +haineje01,1929,1,SLN,NL,28,69,5,11,0,0,1,3,1,,1,22,,0,3,, +halesa01,1929,1,PHA,AL,101,379,51,105,14,3,1,40,6,2,12,18,,2,23,, +hallabi01,1929,1,SLN,NL,20,26,2,4,0,0,0,3,0,,2,13,,0,2,, +haneyfr01,1929,1,SLN,NL,10,26,4,3,1,1,0,2,0,,1,2,,1,0,, +hardeme01,1929,1,CLE,AL,11,1,0,0,0,0,0,0,0,0,0,1,,0,0,, +hargrch01,1929,1,PIT,NL,102,328,33,88,12,5,1,44,1,,16,12,,2,6,, +hargrpi01,1929,1,DET,AL,76,185,26,61,12,0,3,26,2,2,20,24,,2,3,, +harpege02,1929,1,BSN,NL,136,457,65,133,25,5,10,68,5,,69,27,,4,8,, +harribu01,1929,1,DET,AL,7,11,3,1,0,0,0,0,1,0,2,2,,0,1,, +harrisp01,1929,1,WS1,AL,6,14,1,3,1,0,0,1,1,0,0,3,,0,1,, +hartlgr01,1929,1,CLE,AL,24,33,2,9,0,1,0,8,0,0,2,1,,0,0,, +hartnga01,1929,1,CHN,NL,25,22,2,6,2,1,1,9,1,,5,5,,0,1,, +hassljo01,1929,1,PHA,AL,4,4,1,0,0,0,0,0,0,0,0,2,,0,0,, +hausejo01,1929,1,CLE,AL,37,48,8,12,1,1,3,9,0,0,4,8,,1,0,, +hayesja02,1929,1,WS1,AL,123,424,52,117,20,3,2,57,4,5,24,29,,1,19,, +haywora01,1929,1,DET,AL,14,43,5,11,0,0,0,4,0,0,3,8,,0,1,, +hearnbu02,1929,1,BSN,NL,10,2,1,0,0,0,0,0,0,,1,2,,0,1,, +heathcl01,1929,1,CHN,NL,82,224,45,70,17,0,2,31,9,,25,17,,1,7,, +heilmha01,1929,1,DET,AL,125,453,86,156,41,7,15,120,5,6,50,39,,2,14,, +heimafr01,1929,1,NYA,AL,36,49,5,9,2,0,1,2,0,0,3,12,,0,0,, +hemslro01,1929,1,PIT,NL,88,235,31,68,13,7,0,37,1,,11,22,,0,9,, +hendrha01,1929,1,BRO,NL,110,384,69,136,25,6,14,82,14,,31,20,,1,8,, +henlibu01,1929,1,BRO,NL,27,62,5,15,2,0,1,7,0,,9,9,,0,2,, +henrydu01,1929,1,NY1,NL,27,28,1,7,0,0,0,2,0,,5,5,,0,1,, +henrydu01,1929,2,CHA,AL,2,7,3,1,0,0,0,1,1,0,2,0,,0,0,, +hermaba01,1929,1,BRO,NL,146,569,105,217,42,13,21,113,21,,55,45,,0,13,, +herriar01,1929,1,DET,AL,4,14,2,3,2,1,0,3,0,0,0,1,,0,0,, +hevinjo01,1929,1,BOS,AL,76,188,26,60,4,3,0,23,1,2,8,7,,2,2,, +highan01,1929,1,SLN,NL,146,603,95,178,32,4,10,63,7,,38,18,,3,15,, +hillca01,1929,1,PIT,NL,27,28,1,1,0,0,0,0,0,,1,6,,0,0,, +hillca01,1929,2,SLN,NL,3,3,0,0,0,0,0,0,0,,0,1,,0,0,, +hodapjo01,1929,1,CLE,AL,90,294,30,96,12,7,4,51,3,3,15,14,,1,6,, +hoffmdu01,1929,1,CHA,AL,107,337,27,87,16,5,3,37,6,3,24,28,,0,7,, +hogansh01,1929,1,NY1,NL,102,317,19,95,13,0,5,45,1,,25,22,,6,5,, +hogsech01,1929,1,DET,AL,4,10,0,2,0,0,0,0,0,0,0,2,,0,0,, +hollamu01,1929,1,SLN,NL,8,4,1,1,0,0,0,1,0,,1,0,,0,0,, +holloji01,1929,1,PHI,NL,3,1,0,1,0,0,0,0,0,,0,0,,0,0,, +holloke01,1929,1,CLE,AL,25,41,1,7,2,0,0,1,0,0,1,3,,0,0,, +holmwa01,1929,1,SLN,NL,64,176,21,41,5,6,0,14,1,,12,8,,0,8,, +hopkipa01,1929,1,WS1,AL,7,3,0,0,0,0,0,0,0,0,0,3,,0,0,, +hopkipa01,1929,2,SLA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hornetr01,1929,1,CHN,NL,11,5,1,2,0,0,0,0,0,,0,1,,0,1,, +hornsro01,1929,1,CHN,NL,156,602,156,229,47,8,39,149,2,,87,65,,1,22,, +hoytwa01,1929,1,NYA,AL,30,76,9,17,4,1,0,6,0,0,1,11,,0,8,, +hubbeca01,1929,1,NY1,NL,39,93,6,12,1,0,0,10,0,,2,14,,0,7,, +hudliwi01,1929,1,CLE,AL,40,97,5,19,3,0,0,4,1,0,1,18,,1,8,, +hunnebi01,1929,1,CHA,AL,47,127,13,23,5,0,0,9,5,2,7,3,,0,1,, +hurstdo01,1929,1,PHI,NL,154,589,100,179,29,4,31,125,10,,80,36,,3,20,, +ingrame01,1929,1,PIT,NL,3,0,1,0,0,0,0,0,0,,0,0,,0,0,, +jackstr01,1929,1,NY1,NL,149,551,92,162,21,12,21,94,10,,64,56,,0,19,, +jamesbe02,1929,1,BSN,NL,46,101,12,31,3,2,0,9,3,,9,13,,1,2,, +jamiech01,1929,1,CLE,AL,102,364,56,106,22,1,0,26,2,13,50,12,,1,7,, +jenkito01,1929,1,SLA,AL,21,22,1,4,0,1,0,0,0,0,4,8,,0,0,, +jesseda01,1929,1,CLE,AL,1,0,0,0,0,0,0,0,0,0,0,0,,0,0,, +johnsha01,1929,1,NYA,AL,13,14,2,1,1,0,0,3,0,0,0,4,,0,2,, +johnsro02,1929,1,DET,AL,148,640,128,201,45,14,10,69,20,15,67,60,,0,6,, +johnssi01,1929,1,CIN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnssy01,1929,1,SLN,NL,42,60,4,7,2,1,1,5,0,,1,23,,0,3,, +jonesco02,1929,1,PIT,NL,25,63,6,16,5,1,0,4,1,,1,5,,0,0,, +jonespe01,1929,1,BSN,NL,36,61,4,9,1,0,0,3,0,,2,16,,0,4,, +jonessa01,1929,1,WS1,AL,28,51,6,8,1,1,0,3,1,0,8,15,,1,3,, +jonnabu01,1929,1,SLN,NL,18,31,1,3,0,0,0,2,0,,0,6,,0,2,, +jonnacl01,1929,1,CHN,NL,12,10,1,2,1,1,0,2,0,,0,5,,0,0,, +jordabu01,1929,1,NY1,NL,2,2,1,1,1,0,0,0,0,,0,0,,0,0,, +jorgear01,1929,1,NYA,AL,18,34,6,11,3,0,0,4,0,2,6,7,,0,1,, +juddra01,1929,1,NY1,NL,18,14,0,0,0,0,0,0,0,,0,3,,0,0,, +judgejo01,1929,1,WS1,AL,143,543,83,171,35,8,6,71,12,5,73,33,,1,21,, +kammwi01,1929,1,CHA,AL,147,523,72,140,33,6,3,63,12,5,75,23,,3,18,, +kaufmto01,1929,1,NY1,NL,39,32,18,1,0,0,0,1,3,,6,4,,0,2,, +kellyge01,1929,1,CIN,NL,147,577,73,169,45,9,5,103,7,,33,61,,1,21,, +kemnedu01,1929,1,CIN,NL,9,4,0,1,0,0,0,0,0,,0,0,,0,0,, +kerrjo01,1929,1,CHA,AL,127,419,50,108,20,4,1,39,9,8,31,24,,1,26,, +kimsech01,1929,1,SLA,AL,29,30,6,8,2,0,2,4,0,0,1,8,,0,1,, +kleinch01,1929,1,PHI,NL,149,616,126,219,45,6,43,145,5,,54,61,,0,9,, +koenima01,1929,1,NYA,AL,116,373,44,109,27,5,3,41,1,1,23,17,,1,3,, +kolpra01,1929,1,CIN,NL,30,49,5,8,3,0,0,7,0,,0,8,,0,4,, +koupalo01,1929,1,BRO,NL,18,14,0,1,0,0,0,0,0,,0,6,,0,0,, +koupalo01,1929,2,PHI,NL,15,32,2,4,0,1,0,0,0,,0,1,,0,2,, +kremera01,1929,1,PIT,NL,34,86,4,11,4,0,1,8,0,,7,26,,0,1,, +kressre01,1929,1,SLA,AL,147,557,82,170,38,4,9,107,5,8,52,54,,1,17,, +landdo01,1929,1,WS1,AL,1,3,0,0,0,0,0,0,0,0,1,0,,0,0,, +laryly01,1929,1,NYA,AL,80,236,48,73,9,2,5,26,4,1,24,15,,3,5,, +lazzeto01,1929,1,NYA,AL,147,545,101,193,37,11,18,106,9,10,68,45,,4,18,, +leachfr01,1929,1,NY1,NL,113,411,74,119,22,6,8,47,10,,17,14,,4,10,, +leboube01,1929,1,PHA,AL,12,16,1,5,0,1,0,2,0,1,5,1,,0,1,, +legetlo01,1929,1,BSN,NL,39,81,7,13,2,0,0,6,2,,3,18,,0,0,, +leriawa01,1929,1,PHI,NL,105,273,28,61,13,2,6,25,0,,53,37,,2,5,, +leslisa01,1929,1,NY1,NL,1,1,0,0,0,0,0,1,0,,0,0,,0,1,, +leverdi01,1929,1,BSN,NL,24,32,3,6,1,0,0,2,0,,2,10,,0,0,, +lindca01,1929,1,CLE,AL,66,225,19,54,8,1,0,13,0,2,13,17,,0,11,, +lindsfr01,1929,1,NY1,NL,130,549,99,175,23,6,15,91,10,,30,28,,0,21,, +lindsji01,1929,1,SLN,NL,2,5,0,1,0,0,0,0,0,,0,0,,0,0,, +lintobo01,1929,1,PIT,NL,17,18,0,2,0,0,0,1,0,,1,2,,0,0,, +lisenho01,1929,1,BOS,AL,5,2,0,0,0,0,0,0,0,0,0,0,,0,0,, +liskaad01,1929,1,WS1,AL,24,29,1,5,0,0,0,0,0,0,2,8,,1,0,, +lucasra01,1929,1,NY1,NL,3,2,1,1,0,0,0,0,0,,0,0,,0,0,, +lucasre01,1929,1,CIN,NL,76,140,15,41,6,0,0,13,1,,13,15,,0,2,, +luquedo01,1929,1,CIN,NL,32,54,10,15,0,0,1,8,0,,4,5,,1,4,, +lyonste01,1929,1,CHA,AL,40,91,7,20,4,0,0,11,0,0,9,13,,0,4,, +lyonste02,1929,1,PHI,NL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +macfada01,1929,1,BOS,AL,32,74,6,13,2,0,0,2,0,0,2,21,,0,4,, +maguifr01,1929,1,BSN,NL,138,496,54,125,26,8,0,41,8,,19,40,,3,26,, +malonpa02,1929,1,CHN,NL,40,105,8,22,3,0,2,11,0,,4,23,,0,0,, +maniocl01,1929,1,SLA,AL,35,111,16,27,2,0,0,11,1,0,15,3,,0,2,, +manushe01,1929,1,SLA,AL,142,574,85,204,45,10,6,81,9,8,43,24,,1,17,, +maranra01,1929,1,BSN,NL,146,560,87,159,26,10,0,55,13,,47,33,,4,23,, +marbefi01,1929,1,WS1,AL,49,81,9,19,3,1,0,11,0,1,5,14,,1,5,, +marshdo02,1929,1,NY1,NL,5,15,6,6,2,0,0,2,0,,1,0,,0,1,, +mattocl01,1929,1,PHA,AL,3,6,0,1,0,0,0,0,0,0,1,1,,0,0,, +mayja01,1929,1,CIN,NL,41,64,5,13,3,0,0,4,0,,0,13,,0,3,, +maysca01,1929,1,NY1,NL,37,34,3,12,1,0,0,5,0,,5,2,,0,2,, +mcculpa01,1929,1,WS1,AL,3,1,0,0,0,0,0,0,0,0,0,1,,0,0,, +mcgowbe01,1929,1,SLA,AL,125,441,62,112,26,6,2,51,5,2,61,34,,1,21,, +mcgrabo01,1929,1,PHI,NL,41,20,2,4,0,1,0,1,0,,1,4,,0,1,, +mckaiha01,1929,1,CHA,AL,34,44,5,10,1,0,0,1,0,0,9,8,,1,1,, +mcmanma01,1929,1,DET,AL,154,599,99,168,32,8,18,90,16,11,60,52,,1,12,, +mcmilno01,1929,1,CHN,NL,124,495,77,134,35,5,5,55,13,,36,43,,3,7,, +mcmulhu01,1929,1,CIN,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +mcnaier01,1929,1,PHA,AL,4,8,2,4,1,0,0,3,1,0,0,0,,0,0,, +mcneeea01,1929,1,SLA,AL,69,230,27,56,8,1,1,18,2,1,7,13,,2,15,, +mcweedo01,1929,1,BRO,NL,36,48,3,5,0,0,0,1,0,,6,17,,0,3,, +meadole01,1929,1,PIT,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +meinehe01,1929,1,PIT,NL,22,39,6,4,1,1,0,5,0,,2,1,,0,3,, +melilsk01,1929,1,SLA,AL,141,494,57,146,17,10,5,67,11,6,29,30,,2,19,, +metzlal01,1929,1,CHA,AL,146,568,80,156,23,13,2,49,9,5,80,45,,3,7,, +meusebo01,1929,1,NYA,AL,100,391,46,102,15,3,10,57,1,5,17,42,,0,5,, +miljujo01,1929,1,CLE,AL,34,43,7,11,4,1,0,5,0,1,0,12,,0,2,, +millebi02,1929,1,PHA,AL,147,556,84,184,32,16,8,93,24,9,40,25,,4,13,, +milleel02,1929,1,PHI,NL,31,38,3,9,1,0,1,4,0,,1,5,,0,0,, +milleja02,1929,1,CLE,AL,29,75,6,15,1,0,0,3,2,0,0,10,,0,7,, +milleru02,1929,1,PHA,AL,2,4,1,1,0,0,0,1,0,0,3,0,,0,0,, +millijo02,1929,1,PHI,NL,8,3,0,1,0,0,0,1,0,,0,0,,0,0,, +mitchcl01,1929,1,SLN,NL,26,66,9,18,3,1,0,9,1,,4,6,,0,6,, +moorecy01,1929,1,BRO,NL,32,16,1,3,0,0,0,0,0,,1,1,,0,1,, +mooreed01,1929,1,BRO,NL,111,402,48,119,18,6,0,48,3,,44,16,,3,14,, +mooreji01,1929,1,CLE,AL,2,2,0,0,0,0,0,0,0,0,0,0,,0,0,, +moorejo01,1929,1,CHN,NL,37,63,13,18,1,0,2,8,0,,4,6,,1,1,, +moorewi01,1929,1,NYA,AL,41,15,2,1,0,0,0,0,0,0,0,8,,0,1,, +morgaed01,1929,1,CLE,AL,93,318,60,101,19,10,3,37,4,3,37,24,,2,3,, +morried02,1929,1,BOS,AL,33,69,6,16,3,1,1,5,0,0,3,17,,0,7,, +morrijo04,1929,1,BRO,NL,39,43,5,7,0,0,0,0,0,,2,6,,0,1,, +morsebu01,1929,1,PHA,AL,8,27,1,2,0,0,0,0,0,0,0,2,,0,0,, +mosolji01,1929,1,PIT,NL,8,13,3,6,1,1,0,2,0,,1,1,,0,0,, +mossra01,1929,1,BRO,NL,42,66,9,5,1,0,0,3,0,,4,17,,1,2,, +mostijo01,1929,1,CHA,AL,12,35,4,8,3,0,0,3,1,1,6,2,,0,1,, +muellhe01,1929,1,BSN,NL,46,93,10,19,2,1,0,11,2,,12,12,,1,3,, +myattgl01,1929,1,CLE,AL,59,129,14,30,4,1,1,17,0,1,7,5,,1,4,, +myerbu01,1929,1,WS1,AL,141,563,80,169,29,10,3,82,18,7,63,33,,2,11,, +narlebi01,1929,1,BOS,AL,96,260,30,72,16,1,0,25,4,4,21,22,,1,9,, +nehfar01,1929,1,CHN,NL,32,45,3,13,3,0,0,5,0,,5,3,,0,1,, +nekolbo01,1929,1,NYA,AL,9,4,1,2,1,0,0,1,0,0,0,1,,0,1,, +newsobo01,1929,1,BRO,NL,3,2,0,0,0,0,0,0,0,,0,1,,0,0,, +oconnjo03,1929,1,PIT,NL,2,7,1,1,1,0,0,0,0,,1,1,,0,0,, +odoulle01,1929,1,PHI,NL,154,638,152,254,35,6,32,122,2,,76,19,,4,13,, +ofarrbo01,1929,1,NY1,NL,91,248,35,76,14,3,4,42,3,,28,30,,3,3,, +ogdenja01,1929,1,SLA,AL,34,45,4,11,1,0,0,7,0,0,3,9,,0,2,, +orourfr01,1929,1,SLA,AL,154,585,81,147,23,9,2,62,14,7,41,28,,5,28,, +orourjo02,1929,1,PHI,NL,3,3,0,0,0,0,0,0,0,,0,1,,0,0,, +orsater01,1929,1,SLN,NL,113,346,64,115,21,7,3,39,7,,33,43,,2,8,, +orwolos01,1929,1,PHA,AL,30,51,6,13,2,1,0,6,0,0,2,11,,0,0,, +osborbo01,1929,1,CHN,NL,3,4,0,1,0,0,0,0,0,,0,1,,0,0,, +ottme01,1929,1,NY1,NL,150,545,138,179,37,2,42,151,6,,113,38,,6,10,, +pageph01,1929,1,DET,AL,10,8,0,1,0,0,0,1,0,0,0,0,,0,0,, +parmero01,1929,1,NY1,NL,2,2,1,1,0,0,0,0,0,,0,0,,0,0,, +paschbe01,1929,1,NYA,AL,42,72,13,15,3,0,2,11,1,1,6,3,,0,3,, +pattiji01,1929,1,BRO,NL,6,2,0,1,0,0,0,0,0,,0,1,,0,0,, +peelho01,1929,1,PHI,NL,53,156,16,42,12,1,0,19,1,,12,7,,2,5,, +peeryre01,1929,1,BSN,NL,10,14,3,3,0,0,0,2,0,,3,5,,0,0,, +penneke01,1929,1,CHN,NL,5,4,0,1,0,0,0,1,0,,0,1,,0,0,, +pennohe01,1929,1,NYA,AL,27,51,4,9,0,0,0,1,0,0,4,6,,0,6,, +peplohe01,1929,1,BSN,NL,6,10,1,2,0,0,0,1,0,,1,3,,0,1,, +perkicy01,1929,1,PHA,AL,38,76,4,16,4,0,0,9,0,0,5,4,,0,3,, +pettyje01,1929,1,PIT,NL,36,67,2,7,1,0,0,6,0,,1,17,,0,1,, +philled01,1929,1,DET,AL,68,221,24,52,13,1,2,21,0,1,20,16,,1,7,, +picinva01,1929,1,BRO,NL,93,273,28,71,16,6,4,31,3,,34,24,,0,8,, +pipgrge01,1929,1,NYA,AL,39,84,6,12,2,0,0,5,0,0,5,19,,0,4,, +pittipi01,1929,1,CIN,NL,77,210,31,62,11,0,0,27,8,,5,4,,2,10,, +portedi01,1929,1,CLE,AL,71,192,26,63,16,5,1,24,3,5,17,14,,1,4,, +prudhau01,1929,1,DET,AL,34,21,2,5,2,0,0,0,0,0,3,8,,0,0,, +purdypi01,1929,1,CIN,NL,82,181,22,49,7,5,1,16,2,,19,8,,3,5,, +quinnja01,1929,1,PHA,AL,35,60,2,8,2,0,0,3,0,0,0,20,,0,4,, +redfebu01,1929,1,CHA,AL,21,46,0,6,0,0,0,3,1,1,3,3,,0,0,, +reesera01,1929,1,NY1,NL,58,209,36,55,11,3,0,21,8,,15,19,,1,5,, +reevebo01,1929,1,BOS,AL,140,460,66,114,19,2,2,28,7,8,60,57,,7,8,, +reganbi01,1929,1,BOS,AL,104,371,38,107,27,7,1,54,7,5,22,38,,0,13,, +reynoca01,1929,1,CHA,AL,131,517,81,164,24,12,11,67,19,9,20,37,,4,18,, +rhielbi01,1929,1,BRO,NL,76,205,27,57,9,4,4,25,0,,19,25,,0,4,, +rhodego01,1929,1,NYA,AL,10,10,0,3,0,0,0,0,0,0,1,5,,0,3,, +rhyneha01,1929,1,BOS,AL,120,346,41,87,24,5,0,38,4,1,25,14,,4,12,, +riceha01,1929,1,DET,AL,130,536,97,163,33,7,6,69,6,10,61,23,,4,12,, +ricesa01,1929,1,WS1,AL,150,616,119,199,39,10,1,62,16,8,55,9,,4,19,, +richano01,1929,1,DET,AL,13,21,2,4,0,0,0,2,1,1,2,1,,0,1,, +richbla01,1929,1,BSN,NL,139,557,76,170,24,13,3,56,7,,42,26,,1,16,, +riconha01,1929,1,PIT,NL,8,15,3,7,2,0,0,2,0,,0,0,,0,2,, +rixeyep01,1929,1,CIN,NL,35,65,2,15,1,0,0,1,0,,1,13,,0,5,, +roberge01,1929,1,NYA,AL,90,309,45,92,15,6,0,35,3,3,28,6,,1,9,, +roberge01,1929,2,BSN,NL,8,28,1,8,0,0,0,6,1,,1,0,,0,2,, +roettwa01,1929,1,SLN,NL,79,269,27,68,11,3,3,42,0,,13,27,,0,7,, +roetzed01,1929,1,SLA,AL,16,45,7,11,4,1,0,5,0,0,4,6,,0,2,, +rommeed01,1929,1,PHA,AL,32,39,2,8,1,0,0,4,0,0,2,7,,0,4,, +rootch01,1929,1,CHN,NL,43,96,8,15,3,4,1,15,0,,4,28,,0,5,, +rothrja01,1929,1,BOS,AL,143,473,70,142,19,7,6,59,23,13,43,47,,2,13,, +roushed01,1929,1,NY1,NL,115,450,76,146,19,7,8,52,6,,45,16,,3,11,, +roylu01,1929,1,PHI,NL,21,32,2,9,0,0,0,4,0,,7,6,,0,0,, +roylu01,1929,2,BRO,NL,2,1,0,0,0,0,0,0,0,,0,0,,0,0,, +ruelmu01,1929,1,WS1,AL,69,188,16,46,4,2,0,20,0,4,31,7,,0,5,, +ruffire01,1929,1,BOS,AL,60,114,9,35,9,0,2,17,0,0,2,13,,1,3,, +russeja01,1929,1,BOS,AL,37,70,5,9,0,0,0,2,0,0,5,22,,0,5,, +ruthba01,1929,1,NYA,AL,135,499,121,172,26,6,46,154,5,3,72,60,,3,13,, +ryanja03,1929,1,BOS,AL,2,3,0,0,0,0,0,0,0,0,0,0,,0,0,, +sankebe01,1929,1,PIT,NL,2,7,1,1,0,0,0,0,0,,0,1,,0,1,, +saviddo01,1929,1,WS1,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +scarrru01,1929,1,BOS,AL,151,540,69,159,26,17,1,71,13,11,34,38,,1,18,, +schalra01,1929,1,NY1,NL,5,2,0,0,0,0,0,0,0,,0,1,,0,0,, +schanwa01,1929,1,SLA,AL,94,249,43,59,10,5,5,36,1,4,74,22,,7,4,, +schubhe01,1929,1,DET,AL,92,258,35,60,11,7,2,28,3,2,19,23,,1,5,, +schulfr02,1929,1,SLA,AL,121,446,63,137,24,5,3,71,8,3,59,44,,1,14,, +schuljo04,1929,1,CHN,NL,31,69,6,18,3,0,0,9,0,,7,11,,0,2,, +scottja01,1929,1,NY1,NL,30,26,6,8,3,0,0,1,0,,2,0,,1,0,, +seiboso01,1929,1,BSN,NL,33,70,6,20,2,0,0,9,0,,6,6,,0,2,, +selphca01,1929,1,SLN,NL,25,51,8,12,1,1,0,7,1,,6,4,,0,2,, +seweljo01,1929,1,CLE,AL,152,578,90,182,38,3,7,73,6,6,48,4,,5,41,, +sewellu01,1929,1,CLE,AL,124,406,41,96,16,3,1,39,6,6,29,26,,0,22,, +shanewa01,1929,1,CIN,NL,13,28,5,9,0,0,1,4,1,,4,5,,0,0,, +shautjo01,1929,1,CLE,AL,26,58,4,17,5,0,0,7,0,0,2,11,,0,5,, +sheame01,1929,1,DET,AL,50,162,23,47,6,0,3,24,2,1,19,18,,0,1,, +sheelea01,1929,1,PIT,NL,139,485,63,142,22,4,6,88,6,,75,24,,4,21,, +sherdbi01,1929,1,SLN,NL,33,70,5,16,1,1,1,8,0,,2,4,,0,6,, +sheriro01,1929,1,NYA,AL,33,50,1,9,1,0,0,5,0,0,4,19,,0,3,, +shirear01,1929,1,CHA,AL,100,353,41,110,20,7,3,41,4,5,32,20,,1,6,, +shoffmi01,1929,1,CLE,AL,11,15,1,0,0,0,0,0,0,0,0,2,,0,0,, +shorebi01,1929,1,PHA,AL,39,40,5,5,0,0,0,0,0,0,6,16,,0,6,, +sigaffr01,1929,1,DET,AL,14,23,3,4,1,0,0,2,0,2,5,4,,0,1,, +sigaffr01,1929,2,CHA,AL,7,3,1,1,0,0,0,1,0,0,2,1,,0,1,, +sigmatr01,1929,1,PHI,NL,10,29,8,15,1,0,2,9,0,,3,1,,0,0,, +simmoal01,1929,1,PHA,AL,143,581,114,212,41,9,34,157,4,2,31,38,,1,16,, +simmopa01,1929,1,BOS,AL,2,1,0,0,0,0,0,0,0,0,0,0,,0,0,, +sislege01,1929,1,BSN,NL,154,629,67,205,40,8,2,79,6,,33,17,,4,20,, +smithbo02,1929,1,BSN,NL,39,99,12,17,4,2,1,8,1,,2,8,,0,3,, +smithea02,1929,1,SLN,NL,57,145,9,50,8,0,1,22,0,,18,6,,0,1,, +smithge03,1929,1,DET,AL,14,12,3,5,1,0,0,2,0,0,2,1,,0,0,, +smithja03,1929,1,BSN,NL,19,20,2,5,0,0,0,2,0,,2,2,,0,2,, +smythha01,1929,1,PHI,NL,20,26,3,5,1,0,0,2,0,,1,3,,0,0,, +sorrevi01,1929,1,DET,AL,36,83,9,12,1,0,0,6,0,0,1,28,,0,4,, +sothede01,1929,1,PHI,NL,76,294,52,90,21,3,5,27,13,,16,24,,2,6,, +southbi01,1929,1,SLN,NL,19,32,1,6,2,0,0,3,0,,2,4,,0,0,, +spencro01,1929,1,WS1,AL,50,116,18,18,4,0,1,9,0,0,8,15,,2,4,, +spohral01,1929,1,BSN,NL,114,342,42,93,21,8,2,48,1,,26,35,,2,12,, +standje01,1929,1,BOS,AL,19,18,1,3,2,0,0,4,0,0,3,2,,0,0,, +stephri01,1929,1,CHN,NL,136,495,91,179,36,6,17,110,10,,67,21,,7,13,, +stewale01,1929,1,SLA,AL,23,51,3,6,3,0,0,8,0,0,1,13,,0,6,, +stewast01,1929,1,WS1,AL,22,6,10,0,0,0,0,0,0,1,1,0,,0,0,, +stielfr01,1929,1,SLA,AL,1,3,1,2,1,0,0,0,0,0,0,0,,0,0,, +stonejo01,1929,1,DET,AL,51,150,23,39,11,2,2,15,1,1,11,13,,0,2,, +stoneli01,1929,1,DET,AL,24,15,0,1,0,0,0,0,0,0,0,3,,0,0,, +streled01,1929,1,SLA,AL,7,2,1,0,0,0,0,0,0,0,0,1,,0,0,, +stripjo01,1929,1,CIN,NL,64,187,24,40,3,2,3,20,2,,24,15,,3,4,, +stronji01,1929,1,PIT,NL,6,8,0,3,1,0,0,0,0,,1,0,,0,0,, +sukefcl01,1929,1,CIN,NL,84,237,31,84,16,2,1,33,8,,17,6,,0,8,, +summaho01,1929,1,PHA,AL,37,81,12,22,4,0,0,10,1,1,2,1,,1,4,, +suscege01,1929,1,PHI,NL,17,17,5,5,3,0,1,1,0,,1,2,,1,0,, +swansev01,1929,1,CIN,NL,148,574,100,172,35,12,4,43,33,,41,47,,6,15,, +swanska01,1929,1,CHA,AL,2,1,0,0,0,0,0,0,0,0,0,0,,0,0,, +sweetle01,1929,1,PHI,NL,53,89,14,26,2,0,0,12,0,,3,18,,1,1,, +swetost01,1929,1,PIT,NL,42,48,11,13,3,1,0,2,0,,2,6,,1,1,, +taittdo01,1929,1,BOS,AL,26,65,6,18,4,0,0,6,0,1,8,5,,1,1,, +taittdo01,1929,2,CHA,AL,47,124,11,21,7,0,0,12,0,0,8,13,,0,3,, +tatebe01,1929,1,WS1,AL,81,265,26,78,12,3,0,30,2,5,16,8,,0,8,, +tavenja01,1929,1,CLE,AL,92,250,25,53,9,4,2,27,1,4,26,28,,1,15,, +tayloda01,1929,1,CHN,NL,2,3,0,0,0,0,0,0,0,,1,1,,0,0,, +tayloza02,1929,1,BSN,NL,34,101,8,25,7,0,0,10,0,,7,9,,1,5,, +tayloza02,1929,2,CHN,NL,64,215,29,59,16,3,1,31,0,,19,18,,1,3,, +tennaji01,1929,1,NY1,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +terrybi01,1929,1,NY1,NL,150,607,103,226,39,5,14,117,10,,48,35,,0,18,, +theveto01,1929,1,PHI,NL,90,317,30,72,11,0,0,35,3,,25,25,,2,11,, +thomamy01,1929,1,NYA,AL,5,7,1,1,0,0,0,1,0,0,0,1,,0,0,, +thomamy01,1929,2,WS1,AL,22,48,5,14,1,0,0,3,0,0,2,5,,0,1,, +thomato02,1929,1,CHA,AL,37,98,9,25,4,0,0,10,0,0,5,14,,0,1,, +thompfr03,1929,1,PHI,NL,148,623,115,202,41,3,4,53,16,,75,34,,1,16,, +todtph01,1929,1,BOS,AL,153,534,49,140,38,10,4,64,6,7,31,28,,2,25,, +tolsoch01,1929,1,CHN,NL,32,109,13,28,5,0,1,19,0,,9,16,,2,3,, +touchcl01,1929,1,BSN,NL,1,1,0,1,0,0,0,0,0,,0,0,,0,0,, +traynpi01,1929,1,PIT,NL,130,540,94,192,27,12,4,108,13,,30,7,,3,24,, +uhlege01,1929,1,DET,AL,40,108,18,37,1,1,0,13,0,0,6,6,,0,2,, +vanceda01,1929,1,BRO,NL,31,74,4,10,3,0,0,1,0,,5,21,,1,2,, +vangiel01,1929,1,DET,AL,6,1,0,0,0,0,0,0,0,0,0,0,,0,0,, +veltmpa01,1929,1,NY1,NL,2,1,1,0,0,0,0,0,0,,2,0,,0,0,, +voyleph01,1929,1,BSN,NL,20,68,9,16,0,2,0,14,0,,6,8,,0,5,, +walberu01,1929,1,PHA,AL,40,103,11,23,2,0,1,11,0,0,3,17,,0,6,, +walkebi01,1929,1,NY1,NL,29,61,4,7,0,0,1,4,1,,2,21,,0,7,, +walkecu01,1929,1,CIN,NL,141,492,76,154,28,15,7,83,17,,85,17,,2,22,, +walshed02,1929,1,CHA,AL,25,43,5,10,2,1,0,6,0,0,3,9,,1,1,, +wanerll01,1929,1,PIT,NL,151,662,134,234,28,20,5,74,6,,37,20,,9,18,, +wanerpa01,1929,1,PIT,NL,151,596,131,200,43,15,15,100,15,,89,24,,3,15,, +warneja01,1929,1,BRO,NL,17,62,3,17,2,0,0,4,3,,7,6,,0,2,, +watwojo01,1929,1,CHA,AL,85,278,33,84,12,6,2,28,6,3,22,21,,1,7,, +weilabo01,1929,1,CHA,AL,15,18,0,2,0,0,0,0,0,0,2,10,,0,1,, +wellsed01,1929,1,NYA,AL,31,74,8,17,0,0,0,7,0,0,6,8,,1,3,, +welshji01,1929,1,NY1,NL,38,129,25,32,7,0,2,8,3,,9,3,,7,5,, +welshji01,1929,2,BSN,NL,53,186,24,54,8,7,2,16,1,,13,9,,4,9,, +weraju01,1929,1,NYA,AL,5,12,1,5,0,0,0,2,0,0,1,1,,0,1,, +wertsjo01,1929,1,BSN,NL,4,1,0,1,0,0,0,0,0,,0,0,,0,0,, +westma01,1929,1,BRO,NL,5,8,1,2,1,0,0,1,0,,1,0,,0,1,, +westoal01,1929,1,BSN,NL,3,3,0,0,0,0,0,0,0,,0,2,,0,0,, +westsa01,1929,1,WS1,AL,142,510,60,136,16,8,3,75,9,8,45,41,,0,22,, +whiteea01,1929,1,DET,AL,38,90,10,23,2,0,3,11,0,0,6,17,,0,4,, +whitnpi01,1929,1,PHI,NL,154,612,89,200,43,14,8,115,7,,61,35,,2,22,, +willicy01,1929,1,PHI,NL,66,65,11,19,2,0,5,21,0,,22,9,,0,2,, +willike01,1929,1,BOS,AL,74,139,21,48,14,2,3,21,1,5,15,7,,0,7,, +willocl01,1929,1,PHI,NL,49,91,6,13,1,0,0,5,0,,6,25,,0,1,, +wilsoha01,1929,1,CHN,NL,150,574,135,198,30,5,39,159,3,,78,83,,2,16,, +wilsoji01,1929,1,SLN,NL,120,394,59,128,27,8,4,71,4,,43,19,,2,10,, +windlbi01,1929,1,PIT,NL,2,1,0,0,0,0,0,0,0,,0,1,,0,0,, +wineaed01,1929,1,WS1,AL,1,2,0,0,0,0,0,0,0,0,0,1,,0,0,, +wingoiv01,1929,1,CIN,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +woodala01,1929,1,DET,AL,1,1,0,0,0,0,0,0,0,0,0,0,,0,0,, +wrighgl01,1929,1,BRO,NL,24,25,4,5,0,0,1,6,0,,3,6,,0,2,, +wuestya01,1929,1,DET,AL,54,150,13,30,4,1,0,16,1,3,9,24,,1,7,, +wyattwh01,1929,1,DET,AL,4,10,0,1,0,0,0,0,0,0,0,1,,0,0,, +ydeem01,1929,1,DET,AL,46,48,8,16,1,1,0,3,0,0,3,6,,0,1,, +yerkeca01,1929,1,PHA,AL,19,10,1,0,0,0,0,0,0,0,0,4,,0,0,, +zachato01,1929,1,NYA,AL,26,42,3,10,1,0,0,5,0,0,1,8,,1,5,, +zahnipa01,1929,1,CIN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +zinnji01,1929,1,CLE,AL,20,42,7,16,4,1,1,8,0,0,4,2,,1,3,, +zitzmbi01,1929,1,CIN,NL,47,84,18,19,3,0,0,6,4,,9,10,,1,2,, +adamssp01,1930,1,SLN,NL,137,570,98,179,36,9,0,55,7,,45,27,,1,15,, +akersbi01,1930,1,DET,AL,85,233,36,65,8,5,9,40,5,5,36,34,,0,8,, +alexada01,1930,1,DET,AL,154,602,86,196,33,8,20,135,6,5,42,56,,2,14,, +alexape01,1930,1,PHI,NL,9,4,0,0,0,0,0,0,0,,2,0,,0,0,, +allenet01,1930,1,CIN,NL,21,46,10,10,1,0,3,7,1,,5,2,,0,2,, +allenet01,1930,2,NY1,NL,76,238,48,73,9,2,7,31,5,,12,23,,0,8,, +applepe01,1930,1,CLE,AL,39,40,4,8,1,0,0,2,0,0,3,9,,0,1,, +applilu01,1930,1,CHA,AL,6,26,2,8,2,0,0,2,2,0,0,0,,0,0,, +ashke01,1930,1,CIN,NL,17,11,2,2,0,0,0,0,0,,0,2,,0,0,, +autrych02,1930,1,CHA,AL,34,71,1,18,1,1,0,5,0,0,4,8,,0,3,, +averiea01,1930,1,CLE,AL,139,534,102,181,33,8,19,119,10,7,56,48,,2,13,, +badgrre01,1930,1,SLA,AL,89,234,30,56,18,3,1,27,3,5,13,27,,2,5,, +bancrda01,1930,1,NY1,NL,10,17,0,1,1,0,0,0,0,,2,1,,0,0,, +barnefr01,1930,1,NYA,AL,3,6,1,2,1,0,0,2,0,0,1,0,,0,0,, +barnere01,1930,1,WS1,AL,12,12,1,2,1,0,0,0,0,0,0,3,,0,0,, +barnere01,1930,2,CHA,AL,85,266,48,66,12,7,1,31,4,2,26,20,,1,7,, +barnhle01,1930,1,CLE,AL,1,3,0,0,0,0,0,0,0,0,0,0,,0,1,, +barrebi02,1930,1,BOS,AL,6,18,3,3,1,0,0,1,0,0,1,3,,0,2,, +barrebi02,1930,2,WS1,AL,6,4,0,0,0,0,0,0,0,0,1,2,,0,0,, +bartedi01,1930,1,PIT,NL,129,475,69,152,32,13,4,75,8,,39,34,,5,22,, +baynebi01,1930,1,BOS,AL,1,2,0,1,0,0,0,0,0,0,0,1,,0,0,, +beanbe01,1930,1,CLE,AL,23,26,7,9,3,0,0,3,0,0,0,2,,0,0,, +beckcl01,1930,1,CHN,NL,83,244,32,52,7,0,6,34,2,,36,32,,0,9,, +bednaan01,1930,1,PIT,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bellhi01,1930,1,SLN,NL,39,26,1,2,0,0,0,0,0,,2,11,,0,3,, +bellle01,1930,1,CHN,NL,74,248,35,69,15,4,5,47,1,,24,27,,0,9,, +bengera01,1930,1,PHI,NL,38,88,9,18,3,0,0,7,0,,2,7,,0,3,, +bengobe01,1930,1,NYA,AL,44,102,10,24,4,2,0,12,1,0,3,8,,0,4,, +bentola01,1930,1,NY1,NL,8,10,2,3,0,0,1,3,0,,1,4,,0,1,, +bentola01,1930,2,CIN,NL,35,62,1,11,0,1,0,5,0,,3,13,,0,2,, +bergewa01,1930,1,BSN,NL,151,555,98,172,27,14,38,119,3,,54,69,,4,12,, +bergmo01,1930,1,CHA,AL,20,61,4,7,3,0,0,7,0,0,1,5,,0,0,, +berrych02,1930,1,BOS,AL,88,256,31,74,9,6,6,35,2,0,16,22,,0,10,, +bishoma01,1930,1,PHA,AL,130,441,117,111,27,6,10,38,3,2,128,60,,6,13,, +bissode01,1930,1,BRO,NL,146,572,102,192,33,13,16,113,4,,56,66,,1,14,, +bladera01,1930,1,SLN,NL,45,101,26,40,6,2,4,25,1,,21,15,,1,4,, +blaehge01,1930,1,SLA,AL,37,65,8,12,3,1,0,4,0,0,5,23,,0,4,, +blairfo01,1930,1,CHN,NL,134,578,97,158,24,12,6,59,9,,20,58,,7,5,, +blakesh01,1930,1,CHN,NL,36,66,5,15,0,0,0,2,0,,2,14,,0,3,, +blankte01,1930,1,CHA,AL,7,5,0,1,0,0,0,1,0,0,0,0,,0,0,, +bluegos01,1930,1,WS1,AL,134,476,64,138,27,7,3,69,15,8,51,40,,8,27,, +bluelu01,1930,1,SLA,AL,117,425,85,100,27,5,4,42,12,7,81,44,,4,14,, +boleyjo01,1930,1,PHA,AL,121,420,41,116,22,2,4,55,0,0,32,26,,5,8,, +boolal01,1930,1,PIT,NL,78,216,30,56,12,4,7,46,0,,25,29,,0,3,, +booneik01,1930,1,BRO,NL,40,101,13,30,9,1,3,13,0,,14,8,,0,1,, +bossha01,1930,1,WS1,AL,3,3,0,0,0,0,0,0,0,0,0,0,,0,0,, +bottoji01,1930,1,SLN,NL,131,487,92,148,33,7,15,97,5,,44,36,,5,24,, +boylebu01,1930,1,BSN,NL,1,1,0,0,0,0,0,0,0,,0,1,,0,0,, +brameer01,1930,1,PIT,NL,50,116,20,41,5,0,3,22,0,,0,2,,1,5,, +branded01,1930,1,BSN,NL,41,50,3,12,2,1,0,4,0,,2,10,,0,1,, +braxtga01,1930,1,WS1,AL,15,5,0,0,0,0,0,1,0,0,1,1,,0,1,, +braxtga01,1930,2,CHA,AL,19,23,2,2,0,0,0,2,0,0,3,11,,1,1,, +bressru01,1930,1,BRO,NL,109,335,53,100,12,8,3,52,4,,51,19,,2,11,, +brickfr01,1930,1,PIT,NL,68,219,36,65,9,3,1,14,3,,15,20,,0,6,, +brickfr01,1930,2,PHI,NL,53,240,33,59,12,6,0,17,1,,13,21,,2,2,, +bridgto01,1930,1,DET,AL,8,10,1,3,1,0,0,0,0,0,1,3,,0,2,, +brownbo02,1930,1,BSN,NL,3,2,0,0,0,0,0,0,0,,0,2,,0,0,, +browncl01,1930,1,CLE,AL,35,73,5,18,5,0,0,3,0,0,8,9,,0,3,, +brownll01,1930,1,WS1,AL,38,65,6,14,4,1,1,10,0,0,7,15,,0,2,, +burkebo01,1930,1,WS1,AL,24,23,4,4,1,0,0,2,0,0,1,2,,0,1,, +burnejo01,1930,1,CLE,AL,54,170,28,53,13,0,0,20,2,2,17,8,,1,6,, +burnsja02,1930,1,SLA,AL,8,30,5,9,3,0,0,2,0,0,5,5,,0,1,, +bushefr01,1930,1,BOS,AL,11,9,0,1,0,0,0,0,0,0,0,3,,0,0,, +bushgu01,1930,1,CHN,NL,46,78,7,22,0,1,0,7,0,,6,19,,0,3,, +byrdsa01,1930,1,NYA,AL,92,218,46,62,12,2,6,31,5,1,30,18,,0,6,, +callama01,1930,1,CIN,NL,79,225,28,62,9,2,0,16,1,,19,25,,1,12,, +campbar01,1930,1,CIN,NL,23,15,2,4,0,0,0,1,0,,0,6,,0,0,, +campbbr01,1930,1,CHA,AL,5,10,4,5,1,1,0,5,0,0,1,2,,0,0,, +cantrgu01,1930,1,DET,AL,16,9,0,0,0,0,0,0,0,0,0,3,,0,0,, +cantwbe01,1930,1,BSN,NL,34,63,4,19,1,1,0,5,0,,0,7,,0,2,, +carawpa01,1930,1,CHA,AL,38,64,5,11,5,1,0,9,0,0,3,12,,0,3,, +carlsha01,1930,1,CHN,NL,8,20,1,5,0,0,0,3,0,,1,5,,0,0,, +carroow01,1930,1,DET,AL,6,7,1,1,0,0,0,1,0,0,0,2,,0,0,, +carroow01,1930,2,NYA,AL,11,10,0,2,0,0,0,1,0,0,2,1,,0,1,, +carroow01,1930,3,CIN,NL,3,5,0,1,0,0,0,0,0,,0,0,,0,0,, +chagnle01,1930,1,PIT,NL,18,20,0,4,1,0,0,1,0,,0,2,,0,0,, +chaplti01,1930,1,NY1,NL,19,19,1,2,0,0,1,3,0,,2,6,,0,1,, +chapmbe01,1930,1,NYA,AL,138,513,74,162,31,10,10,81,14,6,43,58,,2,6,, +chathbu01,1930,1,BSN,NL,112,404,48,108,20,11,5,56,8,,37,41,,2,20,, +childha01,1930,1,WS1,AL,5,4,0,1,0,0,0,0,0,0,0,1,,0,0,, +cicerjo01,1930,1,BOS,AL,18,30,5,5,1,2,0,4,0,0,1,5,,0,1,, +cissebi01,1930,1,CHA,AL,141,562,82,152,28,9,2,48,16,9,28,32,,2,12,, +clancbu01,1930,1,CHA,AL,68,234,28,57,8,3,3,27,3,1,12,18,,2,6,, +clarkea01,1930,1,BSN,NL,82,233,29,69,11,3,3,28,3,,7,22,,1,4,, +clarkst01,1930,1,PIT,NL,4,9,2,4,0,1,0,2,0,,1,0,,0,0,, +clarkwa02,1930,1,BRO,NL,44,68,5,14,2,1,1,9,0,,3,7,,0,1,, +cochrmi01,1930,1,PHA,AL,130,487,110,174,42,5,10,85,5,0,55,18,,1,18,, +coffmdi01,1930,1,SLA,AL,38,66,4,9,3,0,0,2,0,0,2,18,,0,2,, +collaha01,1930,1,PHI,NL,31,44,1,9,1,0,0,4,0,,1,8,,0,0,, +collied01,1930,1,PHA,AL,3,2,1,1,0,0,0,0,0,0,0,0,,0,0,, +colliph01,1930,1,PHI,NL,55,87,9,22,6,0,3,10,0,,3,9,,0,2,, +colliri01,1930,1,SLA,AL,35,54,4,7,2,2,0,1,0,0,6,15,,0,4,, +combsea01,1930,1,NYA,AL,137,532,129,183,30,22,7,82,16,10,74,26,,0,11,, +comorad01,1930,1,PIT,NL,152,597,112,187,47,23,12,119,14,,51,33,,4,33,, +connoed01,1930,1,BOS,AL,27,48,1,9,2,0,0,7,0,0,4,3,,0,3,, +cookedu01,1930,1,NYA,AL,92,216,43,55,12,3,6,29,4,6,32,61,,1,2,, +coonejo01,1930,1,BSN,NL,4,3,0,0,0,0,0,0,0,,0,0,,0,0,, +cramedo01,1930,1,PHA,AL,30,82,12,19,1,1,0,6,0,0,2,8,,0,1,, +crawfpa01,1930,1,NY1,NL,25,76,11,21,3,2,3,17,0,,7,2,,1,1,, +crawfpa01,1930,2,CIN,NL,76,224,24,65,7,1,3,26,2,,23,10,,1,7,, +critzhu01,1930,1,CIN,NL,28,104,15,24,3,2,0,11,1,,6,6,,0,5,, +critzhu01,1930,2,NY1,NL,124,558,93,148,17,11,4,50,7,,24,26,,0,10,, +cronibi01,1930,1,BSN,NL,66,178,19,45,9,1,0,17,0,,4,8,,2,5,, +cronijo01,1930,1,WS1,AL,154,587,127,203,41,9,13,126,17,10,72,36,,5,22,, +croucja01,1930,1,SLA,AL,6,14,1,2,1,0,0,1,0,0,1,3,,0,0,, +crousbu01,1930,1,CHA,AL,42,118,14,30,8,1,0,15,1,1,17,10,,0,0,, +crowdal01,1930,1,SLA,AL,13,25,2,4,0,0,0,2,0,0,1,3,,0,0,, +crowdal01,1930,2,WS1,AL,27,76,6,13,4,1,0,6,0,0,4,5,,0,6,, +cuccito01,1930,1,CIN,NL,125,443,64,138,22,5,10,78,5,,47,44,,2,14,, +culloni02,1930,1,CIN,NL,7,22,2,4,0,0,1,5,0,,1,9,,0,0,, +cunnibr01,1930,1,BSN,NL,37,31,3,6,3,0,0,2,0,,3,10,,0,0,, +cuyleki01,1930,1,CHN,NL,156,642,155,228,50,17,13,134,37,,72,49,,10,17,, +davissp01,1930,1,PHI,NL,106,329,41,103,16,1,14,65,1,,17,20,,1,10,, +deandi01,1930,1,SLN,NL,1,3,1,1,0,0,0,0,0,,0,0,,0,0,, +deberha01,1930,1,BRO,NL,35,95,11,28,3,0,0,14,0,,4,10,,0,1,, +desauge01,1930,1,DET,AL,42,126,13,24,4,2,0,9,2,0,7,9,,1,4,, +detorge01,1930,1,CLE,AL,3,12,0,2,1,0,0,2,0,0,0,2,,0,1,, +dickebi01,1930,1,NYA,AL,109,366,55,124,25,7,5,65,7,1,21,14,,0,9,, +doljafr01,1930,1,DET,AL,20,74,10,19,5,1,3,17,0,1,2,11,,1,0,, +donohpe01,1930,1,CIN,NL,8,10,0,1,0,0,0,1,0,,0,2,,0,1,, +donohpe01,1930,2,NY1,NL,18,33,2,9,0,0,1,8,0,,0,0,,0,2,, +douthta01,1930,1,SLN,NL,154,664,109,201,41,10,7,93,4,,60,38,,4,20,, +dressch01,1930,1,CIN,NL,33,19,0,4,0,0,0,1,0,,1,3,,0,0,, +dudlecl01,1930,1,BRO,NL,21,24,2,5,0,1,0,3,0,,1,7,,0,0,, +dugasgu01,1930,1,PIT,NL,9,31,8,9,2,0,0,1,0,,7,4,,0,1,, +dunlabi01,1930,1,BSN,NL,16,29,3,2,1,0,0,0,0,,0,6,,0,0,, +durhaed01,1930,1,BOS,AL,33,41,0,4,0,0,0,2,0,0,2,18,,0,2,, +durocle01,1930,1,CIN,NL,119,354,31,86,15,3,3,32,0,,20,45,,2,9,, +durstce01,1930,1,NYA,AL,8,19,0,3,1,0,0,5,0,0,0,1,,0,0,, +durstce01,1930,2,BOS,AL,102,302,29,74,19,5,1,24,3,1,17,24,,2,9,, +dykesji01,1930,1,PHA,AL,125,435,69,131,28,4,6,73,3,3,74,53,,10,16,, +earnsge01,1930,1,PHA,AL,49,114,11,26,8,1,0,10,0,0,5,21,,0,7,, +eastepa01,1930,1,DET,AL,29,79,7,16,6,0,1,14,0,1,6,18,,0,2,, +eckeral01,1930,1,CIN,NL,2,1,0,0,0,0,0,0,0,,0,0,,0,0,, +edwarfo01,1930,1,NYA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ehmkeho01,1930,1,PHA,AL,3,3,1,1,0,0,0,0,0,0,1,0,,0,0,, +ellioha01,1930,1,PHI,NL,48,32,2,3,0,0,0,2,0,,3,19,,0,1,, +ellioju01,1930,1,BRO,NL,35,68,5,10,1,0,1,4,0,,7,28,,1,1,, +englech01,1930,1,PIT,NL,67,216,34,57,10,1,0,15,1,,22,20,,1,7,, +engliwo01,1930,1,CHN,NL,156,638,152,214,36,17,14,59,3,,100,72,,6,11,, +erickra01,1930,1,PIT,NL,7,4,0,1,0,0,0,0,0,,0,1,,0,0,, +faberre01,1930,1,CHA,AL,29,49,4,2,0,0,0,2,0,0,9,21,,0,5,, +falkbi01,1930,1,CLE,AL,82,191,34,62,12,1,4,36,2,0,23,8,,0,4,, +farredo01,1930,1,SLN,NL,23,61,3,13,1,1,0,6,1,,4,2,,0,1,, +farredo01,1930,2,CHN,NL,46,113,21,33,6,0,1,16,0,,9,5,,0,3,, +faulkji01,1930,1,BRO,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ferreri01,1930,1,SLA,AL,101,314,43,84,18,4,1,41,1,4,46,10,,1,11,, +ferrewe01,1930,1,CLE,AL,53,118,19,35,8,3,0,14,0,0,12,15,,0,3,, +finnne01,1930,1,BRO,NL,87,273,42,76,13,0,3,30,3,,26,18,,4,10,, +fischca01,1930,1,WS1,AL,8,9,0,0,0,0,0,0,0,0,2,0,,0,0,, +fishesh01,1930,1,SLN,NL,92,254,49,95,18,6,8,61,4,,25,21,,1,6,, +fitzsfr01,1930,1,NY1,NL,41,83,15,22,3,1,2,13,0,,4,11,,0,5,, +flagsir01,1930,1,PIT,NL,44,156,21,39,7,4,2,21,1,,17,9,,0,6,, +floweja01,1930,1,BRO,NL,89,253,37,81,18,3,2,50,5,,21,18,,0,12,, +fonsele01,1930,1,CLE,AL,40,129,20,36,9,2,0,17,1,0,7,7,,0,4,, +fordho01,1930,1,CIN,NL,132,424,36,98,16,7,1,34,2,,24,28,,0,23,, +fothebo01,1930,1,DET,AL,55,143,14,37,9,3,2,14,1,1,6,10,,0,4,, +fothebo01,1930,2,CHA,AL,52,135,10,40,9,0,0,24,0,0,4,8,,2,2,, +foxxji01,1930,1,PHA,AL,153,562,127,188,33,13,37,156,7,7,93,66,,0,18,, +frankfr02,1930,1,SLN,NL,9,5,0,0,0,0,0,0,0,,0,1,,0,0,, +frankfr02,1930,2,BSN,NL,27,39,5,14,1,0,0,7,0,,4,8,,0,1,, +fredejo01,1930,1,BRO,NL,142,616,120,206,44,11,17,76,1,,46,34,,3,8,, +frencla01,1930,1,PIT,NL,42,91,11,22,3,1,0,13,0,,3,17,,0,11,, +freybe01,1930,1,CIN,NL,44,88,7,25,4,1,0,5,0,,4,18,,0,3,, +fribebe01,1930,1,PHI,NL,105,331,62,113,21,1,4,42,1,,47,35,,1,8,, +friscfr01,1930,1,SLN,NL,133,540,121,187,46,9,10,114,15,,55,16,,0,16,, +fullich01,1930,1,NY1,NL,13,6,2,0,0,0,0,0,1,,0,1,,0,0,, +funkli01,1930,1,DET,AL,140,527,74,145,26,11,4,65,12,6,29,39,,5,23,, +galviji01,1930,1,BOS,AL,2,2,0,0,0,0,0,0,0,0,0,0,,0,0,, +gardnra01,1930,1,CLE,AL,33,13,7,1,0,0,0,1,0,1,0,0,,0,1,, +gastomi01,1930,1,BOS,AL,38,98,7,20,3,0,0,9,0,0,1,13,,0,5,, +gehrich01,1930,1,DET,AL,154,610,144,201,47,15,16,98,19,15,69,17,,7,13,, +gehrilo01,1930,1,NYA,AL,154,581,143,220,42,17,41,174,12,14,101,63,,3,18,, +gelbech01,1930,1,SLN,NL,139,513,92,156,39,11,3,72,6,,43,41,,2,15,, +genewjo01,1930,1,NY1,NL,21,20,2,3,1,0,0,1,0,,0,1,,0,1,, +gharrpa01,1930,1,WS1,AL,2,1,0,0,0,0,0,0,0,0,0,0,,0,0,, +gibsosa01,1930,1,NYA,AL,2,3,0,1,0,0,0,1,0,0,0,0,,0,0,, +gilbewa01,1930,1,BRO,NL,150,623,92,183,34,5,3,67,7,,47,33,,2,16,, +gliatsa01,1930,1,CLE,AL,10,2,1,0,0,0,0,0,0,0,0,1,,0,0,, +goldmjo01,1930,1,CLE,AL,111,306,32,74,18,0,1,44,3,5,28,25,,3,14,, +gomezle01,1930,1,NYA,AL,15,20,1,3,0,0,0,1,0,0,0,9,,0,3,, +goochjo01,1930,1,CIN,NL,82,276,29,67,10,3,2,30,0,,27,15,,2,1,, +gosligo01,1930,1,WS1,AL,47,188,34,51,11,5,7,38,3,2,19,19,,2,5,, +gosligo01,1930,2,SLA,AL,101,396,81,129,25,7,30,100,14,9,48,35,,1,9,, +gowdyha01,1930,1,BSN,NL,16,25,0,5,1,0,0,2,0,,3,1,,1,0,, +graboal01,1930,1,SLN,NL,35,33,7,12,2,0,0,5,0,,0,11,,0,0,, +grantge01,1930,1,PIT,NL,146,552,120,179,34,14,18,99,5,,81,66,,2,17,, +graydo02,1930,1,SLA,AL,27,54,3,11,3,0,0,5,0,0,2,17,,0,1,, +greenha01,1930,1,DET,AL,1,1,0,0,0,0,0,0,0,0,0,0,,0,0,, +grimebu01,1930,1,BSN,NL,11,16,3,3,1,0,0,3,0,,1,2,,0,2,, +grimebu01,1930,2,SLN,NL,23,57,9,15,4,0,0,10,0,,5,12,,0,3,, +grimmch01,1930,1,CHN,NL,114,429,58,124,27,2,6,66,1,,41,26,,6,14,, +groskho01,1930,1,PIT,NL,2,3,0,1,0,0,0,1,0,,0,0,,0,0,, +grovele01,1930,1,PHA,AL,50,110,11,22,3,2,2,17,0,0,7,46,,0,4,, +gullite01,1930,1,SLA,AL,92,308,39,77,7,5,4,44,4,0,27,43,,0,12,, +haasmu01,1930,1,PHA,AL,132,532,91,159,33,7,2,68,2,2,43,33,,1,33,, +hadlebu01,1930,1,WS1,AL,42,93,8,21,5,1,0,7,1,0,7,20,,0,1,, +hafeych01,1930,1,SLN,NL,120,446,108,150,39,12,26,107,12,,46,51,,7,16,, +haidha01,1930,1,SLN,NL,21,3,0,0,0,0,0,0,0,,1,1,,0,0,, +haineje01,1930,1,SLN,NL,29,65,3,16,3,0,0,12,0,,4,15,,0,4,, +halesa01,1930,1,SLA,AL,62,190,21,52,8,1,2,25,1,1,8,18,,0,6,, +hallabi01,1930,1,SLN,NL,35,81,8,10,1,0,0,4,0,,5,41,,0,11,, +hansesn01,1930,1,PHI,NL,22,27,0,3,0,0,0,0,0,,2,9,,0,0,, +hardeme01,1930,1,CLE,AL,36,63,8,9,2,1,0,4,1,0,2,28,,0,2,, +hargrbu01,1930,1,NYA,AL,45,108,11,30,7,0,0,12,0,0,10,9,,0,3,, +hargrch01,1930,1,PIT,NL,11,31,4,7,1,0,0,2,0,,2,1,,0,1,, +hargrpi01,1930,1,DET,AL,55,137,18,39,8,0,5,18,2,0,20,12,,1,3,, +hargrpi01,1930,2,WS1,AL,10,31,3,6,2,2,1,7,1,0,3,1,,0,1,, +harrida01,1930,1,CHA,AL,33,86,16,21,2,1,5,13,0,0,7,22,,1,3,, +harrida01,1930,2,WS1,AL,73,205,40,65,19,8,4,44,6,3,28,35,,0,9,, +harrisp01,1930,1,PHA,AL,22,49,4,9,1,0,0,5,0,0,5,2,,0,2,, +hartlgr01,1930,1,CLE,AL,1,4,0,3,0,0,0,1,0,0,0,0,,0,0,, +hartnga01,1930,1,CHN,NL,141,508,84,172,31,3,37,122,0,,55,62,,1,14,, +hassljo01,1930,1,SLA,AL,5,8,3,2,0,0,0,1,0,0,0,1,,0,0,, +hayesja02,1930,1,WS1,AL,51,166,25,47,7,2,1,20,2,3,7,8,,0,5,, +haywora01,1930,1,DET,AL,77,227,24,63,15,4,0,22,0,2,20,19,,0,8,, +healyfr01,1930,1,NY1,NL,7,2,2,0,0,0,0,0,0,,0,0,,0,0,, +heathcl01,1930,1,CHN,NL,70,150,30,39,10,1,9,18,4,,18,15,,1,2,, +heilmha01,1930,1,CIN,NL,142,459,79,153,43,6,19,91,2,,64,50,,1,15,, +heimafr01,1930,1,BRO,NL,13,4,0,1,0,0,0,0,0,,0,1,,0,0,, +hemslro01,1930,1,PIT,NL,104,324,45,82,19,6,2,45,3,,22,21,,0,10,, +hendebi01,1930,1,NYA,AL,3,2,0,1,0,0,0,0,0,0,0,0,,0,0,, +hendrha01,1930,1,BRO,NL,68,167,29,43,10,1,5,28,2,,20,19,,2,3,, +henlibu01,1930,1,CHA,AL,3,8,1,1,0,0,0,2,0,0,0,3,,0,1,, +henrydu01,1930,1,CHA,AL,35,51,2,12,1,1,0,3,0,0,5,10,,0,0,, +hermaba01,1930,1,BRO,NL,153,614,143,241,48,11,35,130,18,,66,56,,4,15,, +herriar01,1930,1,DET,AL,23,23,2,3,0,0,0,0,0,0,1,4,,0,2,, +hevinjo01,1930,1,BOS,AL,75,220,15,61,5,3,0,17,2,0,11,14,,0,2,, +hevinjo02,1930,1,NY1,NL,41,22,2,5,1,0,0,0,0,,0,3,,0,2,, +higgipi01,1930,1,PHA,AL,14,24,1,6,2,0,0,0,0,0,4,5,,0,0,, +highan01,1930,1,SLN,NL,72,215,34,60,12,2,2,29,1,,23,6,,0,5,, +hillca01,1930,1,SLN,NL,4,3,0,1,0,0,0,0,0,,0,0,,0,0,, +hodapjo01,1930,1,CLE,AL,154,635,111,225,51,8,9,121,6,5,32,29,,1,19,, +hogansh01,1930,1,NY1,NL,122,389,60,132,26,2,13,75,2,,21,24,,3,11,, +hogsech01,1930,1,DET,AL,33,58,6,17,2,1,1,5,0,0,1,12,,0,0,, +holloke01,1930,1,CLE,AL,12,12,0,0,0,0,0,0,0,0,0,1,,0,2,, +holloke01,1930,2,NYA,AL,16,13,1,3,0,0,0,1,0,0,0,3,,0,0,, +holshhe01,1930,1,SLA,AL,25,16,1,2,0,0,0,1,0,0,4,5,,0,0,, +hornsro01,1930,1,CHN,NL,42,104,15,32,5,1,2,18,0,,12,12,,1,3,, +hoytwa01,1930,1,NYA,AL,8,16,0,1,0,0,0,0,0,0,1,3,,0,1,, +hoytwa01,1930,2,DET,AL,26,46,2,9,0,0,0,3,0,0,1,6,,0,2,, +hubbeca01,1930,1,NY1,NL,37,86,5,13,3,0,0,3,0,,1,13,,0,10,, +hudliwi01,1930,1,CLE,AL,37,73,6,16,1,0,0,6,0,0,5,16,,2,3,, +hugheto03,1930,1,DET,AL,17,59,8,22,2,3,0,5,0,1,4,8,,0,0,, +hunglbe01,1930,1,SLA,AL,10,31,4,10,2,0,0,2,0,1,5,3,,0,0,, +hunnebi01,1930,1,CHA,AL,31,81,11,22,2,0,1,5,1,1,4,10,,1,7,, +hurstdo01,1930,1,PHI,NL,119,391,78,128,19,3,17,78,6,,46,22,,2,12,, +jackstr01,1930,1,NY1,NL,116,431,70,146,27,8,13,82,6,,32,25,,1,17,, +jamesbe02,1930,1,BSN,NL,8,11,1,2,1,0,0,1,0,,0,1,,0,0,, +jamiech01,1930,1,CLE,AL,103,366,64,110,22,1,1,52,5,2,36,20,,3,12,, +jeffrir01,1930,1,CHA,AL,40,97,14,23,3,0,2,11,1,2,3,2,,2,6,, +jenkito01,1930,1,SLA,AL,2,8,1,2,1,1,0,3,0,0,0,1,,0,0,, +johnsha01,1930,1,NYA,AL,51,64,14,17,2,3,1,9,0,0,4,6,,0,5,, +johnsro02,1930,1,DET,AL,125,462,84,127,30,13,2,35,17,10,40,46,,0,3,, +johnssi01,1930,1,CIN,NL,35,17,1,4,0,0,0,1,0,,1,1,,0,0,, +johnssy01,1930,1,SLN,NL,32,70,9,15,4,0,0,5,1,,4,28,,0,1,, +jollesm01,1930,1,CHA,AL,152,616,76,193,38,12,16,114,3,1,28,52,,3,4,, +joneske01,1930,1,BSN,NL,8,5,1,1,0,0,0,0,0,,0,3,,0,0,, +jonespe01,1930,1,PIT,NL,9,2,0,0,0,0,0,0,0,,0,1,,0,0,, +jonessa01,1930,1,WS1,AL,30,61,9,9,0,0,0,10,0,1,11,21,,2,4,, +jorgear01,1930,1,NYA,AL,16,30,7,11,3,0,0,1,0,0,2,4,,0,3,, +juddra01,1930,1,NY1,NL,2,3,1,0,0,0,0,1,0,,0,0,,0,0,, +judgejo01,1930,1,WS1,AL,126,442,83,144,29,11,10,80,13,6,60,29,,3,10,, +kahnow01,1930,1,BSN,NL,1,0,1,0,0,0,0,0,0,,0,0,,0,0,, +kammwi01,1930,1,CHA,AL,112,331,49,89,21,6,3,47,5,4,51,20,,1,13,, +karlobi01,1930,1,NYA,AL,2,5,0,0,0,0,0,0,0,0,0,1,,0,0,, +kaufmto01,1930,1,SLN,NL,2,3,1,1,0,0,0,0,0,,1,1,,0,0,, +keeseji01,1930,1,PHA,AL,11,12,2,3,1,0,0,2,0,0,1,2,,0,0,, +kellyge01,1930,1,CIN,NL,51,188,18,54,10,1,5,35,1,,7,20,,0,11,, +kellyge01,1930,2,CHN,NL,39,166,22,55,6,1,3,19,0,,7,16,,1,4,, +kerrjo01,1930,1,CHA,AL,70,266,37,77,11,6,3,27,4,2,21,23,,4,6,, +kimsech01,1930,1,SLA,AL,60,70,14,24,4,1,2,14,1,0,5,16,,0,0,, +kleinch01,1930,1,PHI,NL,156,648,158,250,59,8,40,170,4,,54,50,,4,13,, +klinebo01,1930,1,BOS,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +klingjo02,1930,1,CHA,AL,4,8,0,3,0,0,0,1,0,0,0,0,,0,0,, +koenima01,1930,1,NYA,AL,21,74,9,17,5,0,0,9,0,0,6,5,,1,5,, +koenima01,1930,2,DET,AL,76,267,37,64,9,2,1,16,2,0,20,15,,1,13,, +kolpra01,1930,1,CIN,NL,37,49,3,12,1,0,1,1,0,,2,8,,0,1,, +koupalo01,1930,1,PHI,NL,13,12,0,1,0,0,0,0,0,,0,4,,0,0,, +kremera01,1930,1,PIT,NL,39,102,8,16,5,0,1,7,0,,2,39,,0,8,, +kressre01,1930,1,SLA,AL,154,614,94,192,43,8,16,112,3,12,50,56,,2,13,, +kuheljo01,1930,1,WS1,AL,18,63,9,18,3,3,0,17,1,0,5,6,,1,1,, +langma01,1930,1,PIT,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +laryly01,1930,1,NYA,AL,117,464,93,134,20,8,3,52,14,2,45,40,,4,19,, +lawsoro01,1930,1,CLE,AL,7,11,3,1,0,0,0,0,0,0,2,7,,0,1,, +lazzeto01,1930,1,NYA,AL,143,571,109,173,34,15,9,121,4,4,60,62,,3,16,, +leachfr01,1930,1,NY1,NL,126,544,90,178,19,13,13,71,3,,22,25,,7,7,, +leeha01,1930,1,BRO,NL,22,37,5,6,0,0,1,4,0,,4,5,,0,2,, +leslisa01,1930,1,NY1,NL,2,2,0,1,0,0,0,0,0,,0,1,,0,0,, +leveyji01,1930,1,SLA,AL,8,37,7,9,2,0,0,3,0,0,3,2,,0,0,, +liebhgl02,1930,1,PHA,AL,5,2,0,0,0,0,0,0,0,0,0,2,,0,0,, +lindca01,1930,1,CLE,AL,24,69,8,17,3,0,0,6,0,1,3,7,,0,3,, +lindsfr01,1930,1,NY1,NL,148,609,127,231,39,7,22,106,15,,48,33,,0,14,, +lindsji01,1930,1,SLN,NL,39,28,2,8,1,0,0,4,0,,0,7,,0,3,, +lisenho01,1930,1,BOS,AL,37,75,5,20,0,0,0,8,0,0,5,20,,0,8,, +liskaad01,1930,1,WS1,AL,32,52,4,5,2,0,0,3,0,0,6,25,,0,4,, +loeppge01,1930,1,WS1,AL,50,134,23,37,7,1,0,14,0,4,20,9,,3,3,, +lopezal01,1930,1,BRO,NL,128,421,60,130,20,4,6,57,3,,33,35,,2,10,, +lucasra01,1930,1,NY1,NL,6,1,0,0,0,0,0,0,0,,0,0,,0,0,, +lucasre01,1930,1,CIN,NL,80,113,18,38,4,1,2,19,0,,17,4,,0,7,, +luquedo01,1930,1,BRO,NL,31,75,8,18,1,1,0,11,1,,3,3,,3,4,, +lyonste01,1930,1,CHA,AL,57,122,20,38,6,3,1,15,0,0,2,18,,0,6,, +macfada01,1930,1,BOS,AL,36,92,11,13,4,1,0,8,0,0,7,32,,0,8,, +maguifr01,1930,1,BSN,NL,146,516,54,138,21,5,0,52,4,,20,22,,2,19,, +mahafro01,1930,1,PHA,AL,33,59,2,7,1,0,1,7,0,0,0,21,,0,0,, +mahonal01,1930,1,PHA,AL,3,1,1,0,0,0,0,0,0,0,1,1,,0,0,, +malonpa02,1930,1,CHN,NL,45,105,12,26,0,0,4,10,0,,7,19,,0,4,, +mancugu01,1930,1,SLN,NL,76,227,39,83,17,2,7,59,1,,18,16,,1,8,, +maniocl01,1930,1,SLA,AL,57,148,12,32,1,0,1,11,0,1,24,17,,0,6,, +manushe01,1930,1,SLA,AL,49,198,26,65,16,4,2,29,3,1,5,7,,0,6,, +manushe01,1930,2,WS1,AL,88,356,74,129,33,8,7,65,4,3,26,17,,0,11,, +maranra01,1930,1,BSN,NL,142,558,85,157,26,8,2,43,9,,48,23,,5,17,, +marbefi01,1930,1,WS1,AL,33,73,9,24,4,0,0,14,0,0,4,7,,0,4,, +marshdo02,1930,1,NY1,NL,78,223,33,69,5,3,0,21,0,,13,9,,1,7,, +martipe01,1930,1,SLN,NL,6,1,5,0,0,0,0,0,0,,0,0,,0,0,, +mayja01,1930,1,CIN,NL,26,39,3,5,1,2,0,2,0,,2,7,,0,1,, +mcafebi01,1930,1,CHN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mccurha01,1930,1,PHI,NL,80,148,23,49,6,2,1,25,0,,15,12,,0,3,, +mcevolo01,1930,1,NYA,AL,28,16,4,2,0,1,0,0,0,0,0,1,,0,0,, +mckaiha01,1930,1,CHA,AL,33,31,9,13,1,4,0,6,0,0,4,6,,0,2,, +mcleoji01,1930,1,WS1,AL,18,34,3,9,1,0,0,1,1,1,1,5,,1,1,, +mcmanma01,1930,1,DET,AL,132,484,74,155,40,4,9,89,23,8,59,28,,2,16,, +mcnaier01,1930,1,PHA,AL,78,237,27,63,12,2,0,34,5,2,9,19,,1,3,, +mcneeea01,1930,1,SLA,AL,76,235,33,64,19,1,0,20,8,3,22,14,,2,7,, +mcweedo01,1930,1,CIN,NL,8,7,1,1,0,0,0,0,0,,1,2,,0,0,, +meinehe01,1930,1,PIT,NL,20,41,3,5,2,0,0,1,0,,2,11,,0,2,, +melilsk01,1930,1,SLA,AL,149,574,62,147,30,10,5,59,15,9,23,44,,2,18,, +metzlal01,1930,1,CHA,AL,56,79,12,14,4,0,0,5,0,2,11,6,,0,3,, +metzlal01,1930,2,SLA,AL,56,209,30,54,6,3,1,23,5,1,21,12,,0,9,, +meusebo01,1930,1,CIN,NL,113,443,62,128,30,8,10,62,9,,26,63,,1,14,, +millebi02,1930,1,PHA,AL,154,585,89,177,38,7,9,100,13,13,47,22,,3,19,, +milleja02,1930,1,CLE,AL,24,33,5,10,0,1,0,0,0,0,0,6,,0,5,, +milleot02,1930,1,BOS,AL,112,370,49,106,22,5,0,40,2,4,26,21,,0,9,, +millijo02,1930,1,PHI,NL,9,9,0,1,0,0,0,0,0,,0,1,,0,0,, +mitchcl01,1930,1,SLN,NL,1,2,0,1,0,0,0,0,0,,0,0,,0,0,, +mitchcl01,1930,2,NY1,NL,24,47,9,12,1,0,0,1,0,,1,5,,0,2,, +montaed01,1930,1,CLE,AL,58,179,37,47,5,2,1,16,1,5,37,38,,1,6,, +mooreca01,1930,1,WS1,AL,4,4,0,0,0,0,0,0,0,0,0,0,,0,0,, +moorecy01,1930,1,BRO,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mooreed01,1930,1,BRO,NL,76,196,24,55,13,1,1,20,1,,21,7,,2,7,, +mooreji01,1930,1,CHA,AL,9,13,0,3,1,0,0,2,0,0,0,1,,0,2,, +mooreji02,1930,1,CHA,AL,16,39,4,8,2,0,0,2,0,0,6,3,,1,1,, +mooreji02,1930,2,PHA,AL,15,50,10,19,3,0,2,12,1,1,2,4,,0,0,, +moorejo02,1930,1,NY1,NL,3,5,1,1,0,0,0,0,0,,0,1,,0,0,, +moorera01,1930,1,BSN,NL,83,191,24,55,9,0,2,34,3,,10,13,,0,3,, +morgaed01,1930,1,CLE,AL,150,584,122,204,47,11,26,136,8,4,62,66,,1,19,, +morrebi01,1930,1,NY1,NL,2,2,0,0,0,0,0,0,0,,0,1,,0,0,, +morried02,1930,1,BOS,AL,18,19,2,6,4,0,0,3,0,0,0,3,,0,1,, +morrijo04,1930,1,BRO,NL,16,5,1,0,0,0,0,0,0,,1,2,,0,0,, +mosolji01,1930,1,PIT,NL,40,51,16,17,2,1,0,9,0,,8,7,,0,1,, +mossma01,1930,1,CHN,NL,12,11,0,3,0,0,0,2,0,,0,3,,0,0,, +mossra01,1930,1,BRO,NL,36,39,5,6,1,0,0,2,0,,2,8,,0,2,, +mullegr01,1930,1,CHA,AL,77,289,27,76,14,5,0,28,5,2,20,23,,0,12,, +mulrofr01,1930,1,BOS,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +myattgl01,1930,1,CLE,AL,86,265,30,78,23,2,2,37,2,3,18,17,,1,4,, +myerbu01,1930,1,WS1,AL,138,541,97,164,18,8,2,61,14,11,58,31,,2,16,, +narlebi01,1930,1,BOS,AL,39,98,11,23,9,0,0,7,0,0,7,5,,3,1,, +nelsoly01,1930,1,CHN,NL,37,18,0,4,1,1,0,2,0,,0,1,,0,0,, +neunjo01,1930,1,BSN,NL,81,212,39,69,12,2,2,23,9,,21,18,,1,9,, +newsobo01,1930,1,BRO,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nichoch01,1930,1,PHI,NL,26,20,3,6,0,0,0,2,0,,1,2,,0,0,, +odoulle01,1930,1,PHI,NL,140,528,122,202,37,7,22,97,3,,63,21,,5,10,, +ofarrbo01,1930,1,NY1,NL,94,249,37,75,16,4,4,54,1,,31,21,,1,7,, +oliveto01,1930,1,BOS,AL,154,646,86,189,34,2,0,46,6,6,42,25,,3,9,, +orourfr01,1930,1,SLA,AL,115,400,52,107,15,4,1,41,11,9,35,30,,0,15,, +orsater01,1930,1,SLN,NL,48,131,24,42,8,4,1,15,1,,12,18,,1,2,, +osborbo01,1930,1,CHN,NL,35,42,0,4,0,0,0,3,0,,0,6,,0,3,, +ottme01,1930,1,NY1,NL,148,521,122,182,34,5,25,119,9,,103,35,,2,20,, +pageph01,1930,1,DET,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +parmero01,1930,1,NY1,NL,11,4,1,1,0,1,0,2,0,,0,2,,0,0,, +peelho01,1930,1,SLN,NL,26,73,9,12,2,0,0,10,0,,3,4,,0,1,, +pennohe01,1930,1,NYA,AL,25,60,5,11,0,0,0,4,0,0,4,12,,0,1,, +perkich01,1930,1,PHA,AL,8,8,0,1,0,0,0,0,0,0,0,3,,0,0,, +perkicy01,1930,1,PHA,AL,20,38,1,6,2,0,0,4,0,0,2,3,,0,0,, +pettyje01,1930,1,PIT,NL,10,12,1,1,0,0,0,1,0,,0,3,,0,1,, +pettyje01,1930,2,CHN,NL,9,13,1,3,1,0,0,1,0,,0,6,,0,1,, +phelpra01,1930,1,BRO,NL,36,68,8,10,2,0,1,4,0,,5,27,,0,1,, +phillbu01,1930,1,PHI,NL,14,13,3,6,1,0,1,2,0,,0,2,,0,0,, +picinva01,1930,1,BRO,NL,23,46,4,10,3,0,0,3,1,,5,6,,0,1,, +pipgrge01,1930,1,NYA,AL,44,80,10,12,3,0,1,12,0,1,6,16,,1,6,, +portedi01,1930,1,CLE,AL,119,480,100,168,43,8,4,57,3,3,55,31,,3,14,, +powelja03,1930,1,WS1,AL,3,4,1,0,0,0,0,0,0,0,0,1,,0,0,, +pruethu01,1930,1,NY1,NL,45,37,2,5,1,0,0,3,0,,5,10,,0,2,, +puccige01,1930,1,SLN,NL,11,16,5,9,1,0,3,8,0,,0,1,,0,0,, +quinnja01,1930,1,PHA,AL,35,34,2,9,0,0,1,4,0,0,1,9,,0,0,, +reeseji01,1930,1,NYA,AL,77,188,44,65,14,2,3,18,1,1,11,8,,0,4,, +reesera01,1930,1,NY1,NL,67,172,26,47,4,2,4,25,1,,10,12,,0,5,, +reevebo01,1930,1,BOS,AL,92,272,41,59,7,4,2,18,6,2,50,36,,3,6,, +reganbi01,1930,1,BOS,AL,134,507,54,135,35,10,3,53,4,2,25,60,,2,9,, +rensato01,1930,1,DET,AL,20,37,6,10,2,1,1,3,1,0,6,7,,1,1,, +rensato01,1930,2,PHI,NL,54,172,31,49,11,2,3,31,0,,10,18,,1,2,, +reynoca01,1930,1,CHA,AL,138,563,103,202,25,18,22,104,16,4,20,39,,7,12,, +rhemfl01,1930,1,SLN,NL,26,52,7,12,2,0,0,6,0,,0,7,,0,4,, +rhielbi01,1930,1,BSN,NL,20,47,3,8,4,0,0,4,0,,2,5,,0,2,, +rhodego01,1930,1,NYA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rhyneha01,1930,1,BOS,AL,107,296,34,60,8,5,0,23,1,4,25,19,,2,12,, +riceha01,1930,1,DET,AL,37,128,16,39,6,0,2,24,0,3,19,8,,2,4,, +riceha01,1930,2,NYA,AL,100,346,62,103,17,5,7,74,3,3,31,21,,3,10,, +ricesa01,1930,1,WS1,AL,147,593,121,207,35,13,1,73,13,8,55,14,,3,17,, +richbla01,1930,1,BSN,NL,130,529,81,161,23,8,3,54,13,,19,31,,2,7,, +riconha01,1930,1,CIN,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +riddljo02,1930,1,CHA,AL,25,58,7,14,3,1,0,4,0,0,3,6,,1,2,, +rixeyep01,1930,1,CIN,NL,32,55,6,11,2,0,0,5,0,,1,8,,0,3,, +roberge01,1930,1,BSN,NL,21,59,7,11,1,0,0,7,0,,5,3,,0,3,, +roettwa01,1930,1,NY1,NL,121,420,51,119,15,5,5,51,1,,25,29,,4,8,, +rogelbi01,1930,1,DET,AL,54,144,20,24,4,2,0,9,1,2,15,23,,1,5,, +rollire01,1930,1,BSN,NL,52,123,10,29,6,0,0,10,2,,9,5,,0,5,, +rommeed01,1930,1,PHA,AL,35,38,8,10,3,1,0,6,0,0,7,5,,0,3,, +rootch01,1930,1,CHN,NL,37,80,4,21,8,0,1,6,1,,4,21,,1,2,, +rosenha01,1930,1,NY1,NL,9,5,1,0,0,0,0,0,0,,1,4,,0,0,, +rothrja01,1930,1,BOS,AL,45,65,4,18,3,1,0,4,0,2,2,9,,0,0,, +ruelmu01,1930,1,WS1,AL,66,198,18,50,3,4,0,26,1,0,24,13,,3,4,, +ruffire01,1930,1,BOS,AL,6,11,2,3,2,0,0,1,0,0,0,1,,0,0,, +ruffire01,1930,2,NYA,AL,52,99,15,37,6,2,4,21,0,0,7,7,,0,0,, +russeja01,1930,1,BOS,AL,41,79,12,14,3,0,1,4,0,0,3,31,,0,2,, +ruthba01,1930,1,NYA,AL,145,518,150,186,28,9,49,153,10,10,136,61,,1,21,, +ryanbl01,1930,1,CHA,AL,28,87,9,18,0,4,1,10,2,0,6,13,,0,1,, +samuejo01,1930,1,DET,AL,2,1,0,0,0,0,0,0,0,0,0,0,,0,0,, +sankebe01,1930,1,PIT,NL,13,30,6,5,0,0,0,0,0,,2,3,,0,0,, +scarrru01,1930,1,BOS,AL,113,447,48,129,17,8,2,48,4,7,12,49,,3,13,, +schanwa01,1930,1,PHA,AL,45,92,16,16,4,1,1,9,0,0,17,15,,1,6,, +schulfr02,1930,1,SLA,AL,113,392,59,109,23,5,5,62,12,8,41,44,,1,6,, +seedsbo01,1930,1,CLE,AL,85,277,37,79,11,3,3,32,1,3,12,22,,0,7,, +seiboso01,1930,1,BSN,NL,36,90,6,19,2,0,1,5,0,,6,6,,0,1,, +seweljo01,1930,1,CLE,AL,109,353,44,102,17,6,0,48,1,4,41,3,,7,13,, +sewellu01,1930,1,CLE,AL,76,292,40,75,21,2,1,43,5,2,14,9,,1,8,, +shautjo01,1930,1,CLE,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shealal01,1930,1,CHN,NL,24,5,2,3,1,0,0,0,0,,0,1,,0,0,, +sherdbi01,1930,1,SLN,NL,13,19,3,2,0,0,0,0,0,,3,2,,0,6,, +sherdbi01,1930,2,BSN,NL,21,42,3,4,1,0,0,3,0,,2,3,,0,2,, +sheriro01,1930,1,NYA,AL,37,69,4,7,1,0,0,4,0,0,5,34,,0,4,, +sherlmo01,1930,1,PHI,NL,92,299,51,97,18,2,0,38,0,,27,28,,0,9,, +shevlji01,1930,1,DET,AL,28,14,4,2,0,0,0,2,0,0,2,3,,0,0,, +shielbe01,1930,1,BOS,AL,3,3,0,0,0,0,0,0,0,0,0,2,,0,0,, +shirear01,1930,1,CHA,AL,37,128,14,33,5,1,1,18,2,0,6,6,,0,7,, +shirear01,1930,2,WS1,AL,38,84,11,31,5,0,1,19,1,3,5,5,,0,2,, +shoffmi01,1930,1,CLE,AL,24,33,5,7,3,1,1,2,0,0,2,14,,0,2,, +shorebi01,1930,1,PHA,AL,31,57,6,11,1,0,0,3,0,0,2,20,,0,3,, +sigmatr01,1930,1,PHI,NL,52,100,15,27,4,1,4,6,1,,6,9,,2,1,, +simmoal01,1930,1,PHA,AL,138,554,152,211,41,16,36,165,9,2,39,34,,1,17,, +sislege01,1930,1,BSN,NL,116,431,54,133,15,7,3,67,7,,23,15,,2,14,, +sladego01,1930,1,BRO,NL,25,37,8,8,2,0,1,2,0,,3,5,,0,2,, +smallch01,1930,1,BOS,AL,25,18,1,3,1,0,0,0,1,0,2,5,,0,2,, +smithbo02,1930,1,BSN,NL,39,81,7,19,2,0,0,4,0,,0,5,,0,3,, +smithea02,1930,1,SLN,NL,8,10,0,0,0,0,0,0,0,,3,1,,0,0,, +smither01,1930,1,CHA,AL,24,79,5,19,3,0,0,3,2,0,5,6,,0,2,, +smithge03,1930,1,BOS,AL,29,24,3,8,1,1,0,0,0,0,0,6,,0,0,, +smythha01,1930,1,PHI,NL,25,14,1,4,0,0,0,3,0,,0,2,,0,1,, +sorrevi01,1930,1,DET,AL,35,80,9,15,3,0,0,5,0,1,5,25,,0,4,, +sothede01,1930,1,PHI,NL,90,347,66,97,26,1,5,36,6,,22,37,,2,10,, +sothede01,1930,2,PIT,NL,17,51,4,9,4,0,1,4,2,,3,4,,0,0,, +speecby01,1930,1,PHI,NL,11,3,0,1,0,0,0,1,0,,0,2,,0,0,, +spencgl01,1930,1,PIT,NL,41,53,3,6,0,1,0,3,0,,1,17,,0,1,, +spencro01,1930,1,WS1,AL,93,321,32,82,11,4,0,36,3,0,18,27,,4,7,, +spohral01,1930,1,BSN,NL,112,356,44,113,22,8,2,37,3,,22,24,,2,8,, +spottji01,1930,1,PHI,NL,3,2,1,0,0,0,0,0,0,,0,1,,0,0,, +sprinjo01,1930,1,CLE,AL,17,45,5,8,1,0,0,2,0,0,4,4,,0,2,, +stephri01,1930,1,CHN,NL,109,341,56,125,21,1,5,68,2,,32,20,,0,9,, +stewale01,1930,1,SLA,AL,35,90,17,22,2,1,0,7,0,0,13,16,,0,6,, +stielfr01,1930,1,SLA,AL,5,7,0,3,2,0,0,2,0,0,1,2,,0,0,, +stilero01,1930,1,SLA,AL,20,37,4,10,3,0,0,3,0,0,0,10,,0,0,, +stonejo01,1930,1,DET,AL,127,425,60,132,29,11,3,56,6,9,32,49,,1,7,, +stoneli01,1930,1,PIT,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stortli01,1930,1,SLA,AL,7,28,6,9,1,1,0,2,0,0,2,6,,0,0,, +stripjo01,1930,1,CIN,NL,130,464,74,142,37,6,3,64,15,,51,37,,2,15,, +stylele01,1930,1,CIN,NL,7,12,2,3,0,1,0,1,0,,1,2,,1,0,, +suhrgu01,1930,1,PIT,NL,151,542,93,155,26,14,17,107,11,,80,56,,2,13,, +sukefcl01,1930,1,CIN,NL,94,296,30,84,9,3,1,19,1,,17,12,,1,8,, +sullich02,1930,1,DET,AL,40,24,5,7,1,1,0,3,0,0,2,1,,0,0,, +summaho01,1930,1,PHA,AL,25,54,10,15,2,1,1,5,0,0,4,1,,1,3,, +swansev01,1930,1,CIN,NL,95,301,43,93,15,3,2,22,4,,11,17,,1,10,, +sweenbi03,1930,1,BOS,AL,88,243,32,75,13,0,4,30,5,3,9,15,,0,3,, +sweetle01,1930,1,PHI,NL,35,57,12,16,7,0,0,5,0,,9,8,,0,4,, +swetost01,1930,1,PIT,NL,23,36,2,4,2,0,0,2,0,,1,5,,0,0,, +tatebe01,1930,1,WS1,AL,14,20,1,5,0,0,0,2,0,0,0,1,,0,0,, +tatebe01,1930,2,CHA,AL,72,230,26,73,11,2,0,27,2,1,18,10,,0,5,, +tayloda01,1930,1,CHN,NL,74,219,43,62,14,3,2,37,6,,27,34,,1,7,, +tayloza02,1930,1,CHN,NL,32,95,12,22,2,1,1,11,0,,2,12,,1,4,, +teachbu01,1930,1,CHN,NL,42,63,8,17,4,1,0,5,0,,2,11,,0,3,, +terrybi01,1930,1,NY1,NL,154,633,139,254,39,15,23,129,8,,57,33,,1,19,, +theveto01,1930,1,PHI,NL,156,573,57,164,21,1,0,78,1,,23,26,,2,26,, +thomamy01,1930,1,WS1,AL,14,11,3,2,0,0,0,0,0,0,0,2,,0,0,, +thomato02,1930,1,CHA,AL,34,56,3,7,1,0,0,3,0,0,5,6,,0,4,, +thompfr03,1930,1,PHI,NL,122,478,77,135,34,4,4,46,7,,35,29,,0,16,, +thurssl01,1930,1,BRO,NL,36,50,3,10,3,0,1,11,0,,0,16,,1,4,, +todtph01,1930,1,BOS,AL,111,383,49,103,22,5,11,62,4,1,24,33,,0,10,, +tolsoch01,1930,1,CHN,NL,13,20,0,6,1,0,0,1,1,,6,5,,0,0,, +traynpi01,1930,1,PIT,NL,130,497,90,182,22,11,9,119,7,,48,19,,1,23,, +treadra01,1930,1,WS1,AL,6,19,1,4,2,0,0,1,0,0,0,3,,0,0,, +uhlege01,1930,1,DET,AL,59,117,15,36,4,2,2,21,0,0,8,13,,0,4,, +vanceda01,1930,1,BRO,NL,35,89,4,12,2,0,0,7,0,,8,26,,0,3,, +vosmijo01,1930,1,CLE,AL,9,26,1,6,2,0,0,4,0,0,1,1,,0,0,, +walberu01,1930,1,PHA,AL,38,73,5,12,2,2,0,9,0,0,4,13,,0,3,, +walkebi01,1930,1,NY1,NL,40,86,4,16,0,2,2,11,0,,0,21,,0,5,, +walkecu01,1930,1,CIN,NL,134,472,74,145,26,11,8,51,4,,64,30,,1,10,, +walshed02,1930,1,CHA,AL,39,34,3,9,0,0,0,0,0,0,3,7,,0,1,, +waltebe01,1930,1,PIT,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wanerll01,1930,1,PIT,NL,68,260,32,94,8,3,1,36,3,,5,5,,1,8,, +wanerpa01,1930,1,PIT,NL,145,589,117,217,32,18,8,77,18,,57,18,,4,15,, +warneja01,1930,1,BRO,NL,21,25,4,8,1,0,0,0,1,,2,7,,0,1,, +warnelo01,1930,1,CHN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +warstra01,1930,1,BOS,AL,54,162,16,30,2,3,1,13,0,2,20,21,,0,5,, +watkige01,1930,1,SLN,NL,119,391,85,146,32,7,17,87,5,,24,49,,4,5,, +watsojo01,1930,1,DET,AL,4,12,1,3,2,0,0,3,0,0,1,2,,0,1,, +watwojo01,1930,1,CHA,AL,133,427,75,129,25,4,2,51,5,7,52,35,,3,14,, +webbea01,1930,1,BOS,AL,127,449,61,145,30,6,16,66,2,1,44,56,,1,12,, +wehdebi01,1930,1,CHA,AL,4,1,0,0,0,0,0,0,0,0,0,0,,0,0,, +weilabo01,1930,1,CHA,AL,14,8,0,0,0,0,0,0,0,0,1,3,,0,0,, +wellsed01,1930,1,NYA,AL,29,58,10,15,0,0,0,4,0,0,2,2,,0,2,, +welshji01,1930,1,BSN,NL,113,422,51,116,21,9,3,36,5,,29,23,,4,10,, +werbebi01,1930,1,NYA,AL,4,14,5,4,0,0,0,2,0,0,3,1,,0,0,, +westsa01,1930,1,WS1,AL,120,411,75,135,22,10,6,67,5,5,37,34,,1,9,, +whiteea01,1930,1,DET,AL,34,83,3,16,1,0,0,7,0,0,3,14,,0,1,, +whitnpi01,1930,1,PHI,NL,149,606,87,207,41,5,8,117,3,,40,41,,1,15,, +willicy01,1930,1,PHI,NL,21,17,1,8,2,0,0,2,0,,4,3,,0,0,, +willidi01,1930,1,PHA,AL,67,191,24,50,10,3,3,22,2,1,15,19,,2,6,, +willihu01,1930,1,CHA,AL,3,4,2,1,0,0,0,0,0,0,2,1,,0,0,, +willocl01,1930,1,PHI,NL,41,48,1,5,0,0,0,0,0,,5,13,,0,0,, +wilsoha01,1930,1,CHN,NL,155,585,146,208,35,6,56,191,3,,105,84,,1,18,, +wilsoji01,1930,1,SLN,NL,107,362,54,115,25,7,1,58,8,,28,17,,1,12,, +winegra01,1930,1,CLE,AL,5,22,5,10,1,0,0,2,0,0,1,7,,0,1,, +winseto01,1930,1,BOS,AL,1,1,0,0,0,0,0,0,0,0,0,1,,0,0,, +wisehu01,1930,1,DET,AL,2,6,0,2,0,0,0,0,0,0,0,0,,0,0,, +woodsp01,1930,1,PIT,NL,9,20,4,5,0,1,0,2,0,,0,2,,1,2,, +wrighgl01,1930,1,BRO,NL,135,532,83,171,28,12,22,126,2,,32,70,,0,17,, +wuestya01,1930,1,DET,AL,4,9,0,0,0,0,0,0,0,0,2,3,,0,0,, +wuestya01,1930,2,NYA,AL,25,58,5,11,0,1,0,3,0,1,4,14,,0,2,, +wyattwh01,1930,1,DET,AL,22,34,3,12,1,1,1,9,0,0,0,7,,0,1,, +wysonbi01,1930,1,CIN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +zachato01,1930,1,NYA,AL,3,8,2,2,0,1,0,2,0,0,0,0,,0,0,, +zachato01,1930,2,BSN,NL,25,54,7,13,3,0,2,8,0,,1,10,,0,4,, +adairji01,1931,1,CHN,NL,18,76,9,21,3,1,0,3,1,,1,8,,0,2,, +adamsbo02,1931,1,PHI,NL,1,3,0,0,0,0,0,0,0,,0,0,,0,0,, +adamssp01,1931,1,SLN,NL,143,608,97,178,46,5,1,40,16,,42,24,,2,6,, +akersbi01,1931,1,DET,AL,29,66,5,13,2,2,0,3,0,1,7,6,,0,0,, +alexada01,1931,1,DET,AL,135,517,75,168,47,3,3,87,5,8,64,35,,2,0,, +allenet01,1931,1,NY1,NL,94,298,58,98,18,2,5,43,6,,15,15,,1,7,, +altroni01,1931,1,WS1,AL,1,0,0,0,0,0,0,0,0,1,1,0,,0,0,, +andreiv01,1931,1,NYA,AL,7,11,2,2,0,0,0,2,0,0,2,2,,0,0,, +andrubi01,1931,1,WS1,AL,3,7,0,0,0,0,0,1,0,0,0,1,,0,0,, +applepe01,1931,1,CLE,AL,30,24,1,5,0,1,0,1,0,0,1,3,,0,1,, +applilu01,1931,1,CHA,AL,96,297,36,69,13,4,1,28,9,2,29,27,,1,3,, +arletbu01,1931,1,PHI,NL,121,418,65,131,26,7,18,72,3,,45,39,,5,1,, +asbjoca01,1931,1,CIN,NL,45,118,13,36,7,1,0,22,0,,7,23,,1,0,, +averiea01,1931,1,CLE,AL,155,627,140,209,36,10,32,143,9,9,68,38,,6,0,, +baeched01,1931,1,CHN,NL,22,18,3,5,0,0,0,2,0,,0,3,,0,3,, +bartedi01,1931,1,PHI,NL,135,554,88,160,43,7,0,34,6,,27,38,,3,30,, +bartovi01,1931,1,CHN,NL,66,239,45,57,10,1,13,50,1,,21,40,,9,1,, +beanbe01,1931,1,CLE,AL,4,1,0,0,0,0,0,0,0,0,0,0,,0,0,, +beckcl01,1931,1,CIN,NL,53,136,17,21,4,2,0,19,1,,21,14,,1,5,, +bednaan01,1931,1,PIT,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bellle01,1931,1,CHN,NL,75,252,30,71,17,1,4,32,0,,19,22,,0,1,, +benesjo01,1931,1,SLN,NL,10,12,1,2,0,0,0,0,0,,2,1,,1,0,, +bengera01,1931,1,PHI,NL,38,88,6,18,2,0,0,7,0,,0,9,,0,6,, +bengobe01,1931,1,SLA,AL,40,140,6,35,4,1,0,12,0,3,4,4,,0,0,, +bennefr02,1931,1,PIT,NL,32,89,6,25,5,0,1,7,0,,7,4,,0,1,, +bentola01,1931,1,CIN,NL,38,66,2,11,2,0,0,1,0,,3,13,,0,2,, +bergewa01,1931,1,BSN,NL,156,617,94,199,44,8,19,84,13,,55,70,,2,4,, +bergmo01,1931,1,CLE,AL,10,13,1,1,1,0,0,0,0,0,1,1,,0,0,, +berlyja01,1931,1,NY1,NL,27,35,2,6,0,0,0,3,0,,1,9,,0,0,, +berrych02,1931,1,BOS,AL,111,357,41,101,16,2,6,49,4,0,29,38,,0,1,, +bettela01,1931,1,SLA,AL,74,206,27,53,9,2,3,26,4,3,31,35,,1,1,, +bishoma01,1931,1,PHA,AL,130,497,115,146,30,4,5,37,3,1,112,51,,2,3,, +bissode01,1931,1,BRO,NL,152,587,90,170,19,14,12,87,4,,59,53,,0,3,, +bladera01,1931,1,SLN,NL,35,67,10,19,4,0,1,5,1,,10,7,,2,2,, +blaehge01,1931,1,SLA,AL,35,77,5,11,4,0,0,6,1,0,6,28,,0,3,, +blairfo01,1931,1,CHN,NL,86,240,31,62,19,4,3,29,1,,14,26,,1,3,, +blakesh01,1931,1,CHN,NL,16,16,4,8,0,0,0,1,0,,0,2,,0,0,, +blakesh01,1931,2,PHI,NL,14,25,2,6,1,0,0,1,0,,1,7,,0,0,, +bluegos01,1931,1,WS1,AL,152,570,82,155,25,7,8,98,16,10,50,39,,5,9,, +bluelu01,1931,1,CHA,AL,155,589,119,179,23,15,1,62,13,3,127,60,,3,6,, +bolenst01,1931,1,PHI,NL,28,32,2,5,0,0,0,1,0,,3,2,,0,0,, +boleyjo01,1931,1,PHA,AL,67,224,26,51,9,3,0,20,1,1,15,13,,2,3,, +boltocl01,1931,1,WS1,AL,23,43,3,11,1,1,0,6,0,0,1,5,,0,0,, +boolal01,1931,1,BSN,NL,49,85,5,16,1,0,0,6,0,,9,13,,0,2,, +booneik01,1931,1,BRO,NL,6,5,0,1,0,0,0,0,0,,1,1,,0,0,, +bottoji01,1931,1,SLN,NL,108,382,73,133,34,5,9,75,3,,34,24,,1,2,, +bowlegr01,1931,1,CHA,AL,13,10,2,1,1,0,0,2,0,0,1,5,,0,0,, +brameer01,1931,1,PIT,NL,48,95,6,26,4,1,0,15,0,,4,16,,0,0,, +branded01,1931,1,BSN,NL,34,82,11,21,0,1,0,8,1,,9,5,,0,7,, +braxtga01,1931,1,CHA,AL,17,11,2,1,0,0,0,0,0,0,1,5,,0,0,, +braxtga01,1931,2,SLA,AL,11,3,0,2,0,0,0,0,0,0,1,1,,0,0,, +bressru01,1931,1,BRO,NL,67,153,22,43,4,5,0,26,0,,11,10,,0,3,, +brickfr01,1931,1,PHI,NL,130,514,77,130,14,5,1,31,5,,42,39,,5,2,, +bridgto01,1931,1,DET,AL,35,54,4,8,0,0,0,1,0,0,5,23,,0,5,, +brillji01,1931,1,BOS,AL,11,4,2,2,0,0,1,2,0,0,0,2,,0,0,, +browelo01,1931,1,DET,AL,21,62,3,10,1,0,0,6,1,0,8,5,,2,3,, +brownbo02,1931,1,BSN,NL,3,2,0,1,0,0,0,0,0,,0,0,,0,0,, +browncl01,1931,1,CLE,AL,39,87,8,15,3,0,0,9,0,0,7,6,,1,3,, +brownll01,1931,1,WS1,AL,42,96,15,22,4,2,0,12,0,1,6,25,,0,3,, +burkebo01,1931,1,WS1,AL,30,47,2,10,1,0,0,4,0,0,2,8,,0,2,, +burnejo01,1931,1,CLE,AL,111,427,85,128,25,5,1,52,5,2,39,25,,1,3,, +burnsja02,1931,1,SLA,AL,144,580,75,148,27,7,4,70,19,12,42,58,,1,8,, +bushgu01,1931,1,CHN,NL,39,57,6,7,1,0,0,9,0,,5,11,,0,5,, +byrdsa01,1931,1,NYA,AL,115,248,51,67,18,2,3,32,5,0,29,26,,1,3,, +campbbr01,1931,1,CHA,AL,4,17,4,7,2,0,2,5,0,0,0,4,,1,0,, +cantwbe01,1931,1,BSN,NL,40,57,7,13,1,0,0,2,0,,0,7,,0,2,, +carawpa01,1931,1,CHA,AL,52,72,11,14,2,1,0,7,0,0,2,12,,0,8,, +carroow01,1931,1,CIN,NL,30,34,3,7,0,0,0,0,0,,2,6,,0,1,, +carteso01,1931,1,PHA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chaplti01,1931,1,NY1,NL,16,11,1,2,1,0,0,2,0,,1,3,,0,1,, +chapmbe01,1931,1,NYA,AL,149,600,120,189,28,11,17,122,61,23,75,77,,5,6,, +chathbu01,1931,1,BSN,NL,17,44,4,10,1,0,1,3,0,,6,6,,0,0,, +cissebi01,1931,1,CHA,AL,109,409,42,90,13,5,1,46,18,6,16,26,,4,4,, +clarkea01,1931,1,BSN,NL,16,50,8,11,2,0,0,4,1,,7,4,,0,2,, +clarkwa02,1931,1,BRO,NL,34,84,8,21,2,0,0,5,0,,7,7,,0,3,, +cochrmi01,1931,1,PHA,AL,122,459,87,160,31,6,17,89,2,3,56,21,,3,3,, +coffmdi01,1931,1,SLA,AL,32,51,4,4,1,0,0,0,0,0,2,20,,0,6,, +cohenal01,1931,1,BRO,NL,1,3,1,2,0,0,0,0,0,,0,0,,0,0,, +collior02,1931,1,DET,AL,2,3,0,0,0,0,0,0,0,0,0,1,,0,0,, +colliph01,1931,1,PHI,NL,44,95,2,16,2,0,0,12,0,,1,8,,0,0,, +colliri01,1931,1,SLA,AL,17,34,3,5,1,0,0,0,0,0,5,8,,0,2,, +colliri02,1931,1,SLN,NL,89,279,34,84,20,10,4,59,1,,18,24,,3,1,, +combsea01,1931,1,NYA,AL,138,563,120,179,31,13,5,58,11,3,68,34,,3,2,, +comorad01,1931,1,PIT,NL,99,350,37,85,12,1,1,48,11,,34,28,,0,9,, +connabr01,1931,1,CLE,AL,12,49,5,14,3,0,0,4,0,0,2,3,,1,0,, +connasa01,1931,1,CLE,AL,17,27,4,5,3,1,0,3,0,0,1,8,,0,4,, +connege01,1931,1,PHI,NL,6,12,1,3,0,0,0,0,0,,0,3,,0,0,, +connoed01,1931,1,BOS,AL,42,93,3,7,1,0,0,3,0,0,5,18,,1,1,, +cookedu01,1931,1,NYA,AL,27,39,10,13,1,0,1,6,4,1,8,11,,0,0,, +coonebo01,1931,1,SLA,AL,5,13,2,5,0,0,0,2,0,0,1,1,,0,0,, +crabtes01,1931,1,CIN,NL,117,443,70,119,12,12,4,37,3,,23,33,,3,7,, +craghho01,1931,1,CLE,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cramedo01,1931,1,PHA,AL,65,223,37,58,8,2,2,20,2,1,11,15,,2,6,, +creedpa01,1931,1,BOS,AL,5,8,0,0,0,0,0,0,0,0,1,3,,0,0,, +critzhu01,1931,1,NY1,NL,66,238,33,69,7,2,4,17,4,,8,17,,0,3,, +cronibi01,1931,1,BSN,NL,51,107,8,22,6,1,0,10,0,,7,5,,2,0,, +cronijo01,1931,1,WS1,AL,156,611,103,187,44,13,12,126,10,9,81,52,,4,4,, +croucja01,1931,1,SLA,AL,8,12,0,0,0,0,0,1,0,0,0,4,,0,0,, +crowdal01,1931,1,WS1,AL,44,88,5,19,0,0,0,7,0,0,3,7,,0,3,, +cuccito01,1931,1,CIN,NL,154,575,67,181,39,11,2,93,1,,54,28,,0,10,, +culloni02,1931,1,CIN,NL,104,334,29,88,23,7,8,48,1,,21,86,,1,3,, +cunnibr01,1931,1,BSN,NL,34,42,0,3,0,0,0,0,0,,1,13,,0,0,, +cunnira01,1931,1,SLN,NL,3,4,0,0,0,0,0,1,0,,0,0,,0,0,, +cuyleki01,1931,1,CHN,NL,154,613,110,202,37,12,9,88,13,,72,54,,5,20,, +davissp01,1931,1,PHI,NL,120,393,30,128,32,1,4,51,0,,36,28,,0,4,, +daype01,1931,1,BRO,NL,22,18,0,4,1,0,0,1,0,,0,2,,0,0,, +delkeed01,1931,1,SLN,NL,1,2,0,1,1,0,0,2,0,,0,0,,0,0,, +derripa01,1931,1,SLN,NL,35,72,2,7,0,0,0,1,0,,1,18,,0,6,, +desauge01,1931,1,DET,AL,3,11,1,1,0,0,0,1,0,0,0,1,,0,0,, +detorge01,1931,1,CLE,AL,30,56,3,15,6,0,0,7,0,2,8,2,,0,0,, +dickebi01,1931,1,NYA,AL,130,477,65,156,17,10,6,78,2,1,39,20,,0,7,, +doljafr01,1931,1,DET,AL,63,187,20,52,13,3,4,20,3,2,15,17,,1,2,, +donohpe01,1931,1,NY1,NL,4,2,0,0,0,0,0,0,0,,0,0,,0,0,, +donohpe01,1931,2,CLE,AL,2,2,0,0,0,0,0,0,0,0,0,1,,0,0,, +douthta01,1931,1,SLN,NL,36,133,21,44,11,2,1,21,1,,11,9,,1,4,, +douthta01,1931,2,CIN,NL,95,374,42,98,9,1,0,24,4,,42,24,,2,5,, +doyleje01,1931,1,SLA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dreesbi01,1931,1,BSN,NL,48,180,38,40,10,4,1,10,1,,23,23,,0,1,, +dressch01,1931,1,CIN,NL,5,15,0,1,0,0,0,0,0,,1,1,,0,0,, +dudlecl01,1931,1,PHI,NL,44,84,5,18,3,0,0,3,0,,1,16,,2,1,, +duganjo01,1931,1,DET,AL,8,17,1,4,0,0,0,0,0,0,0,3,,0,0,, +durhaed01,1931,1,BOS,AL,39,54,3,3,1,0,0,2,0,0,2,18,,0,1,, +durocle01,1931,1,CIN,NL,121,361,26,82,11,5,1,29,0,,18,32,,0,6,, +dykesji01,1931,1,PHA,AL,101,355,48,97,28,2,3,46,1,2,49,47,,6,4,, +earnsge01,1931,1,PHA,AL,43,114,12,30,7,1,2,13,0,0,5,23,,0,3,, +eckeral01,1931,1,CIN,NL,14,3,0,1,0,0,0,0,0,,0,0,,0,0,, +eichrik01,1931,1,CHA,AL,34,117,9,25,5,1,0,15,0,0,1,8,,0,5,, +ellioha01,1931,1,PHI,NL,16,9,0,1,0,0,0,0,0,,1,7,,0,0,, +ellioju01,1931,1,PHI,NL,52,90,3,11,0,0,0,6,0,,1,21,,0,2,, +engligi01,1931,1,NY1,NL,3,8,0,0,0,0,0,0,0,,1,3,,0,0,, +engliwo01,1931,1,CHN,NL,156,634,117,202,38,8,2,53,12,,68,80,,7,18,, +faberre01,1931,1,CHA,AL,44,53,4,4,1,0,0,3,0,0,6,26,,1,4,, +falkbi01,1931,1,CLE,AL,79,161,30,49,13,1,2,28,1,1,17,13,,0,1,, +falleed01,1931,1,PHI,NL,24,5,0,1,0,0,0,0,0,,1,4,,0,0,, +ferreri01,1931,1,SLA,AL,117,386,47,118,30,4,3,57,2,3,56,12,,0,3,, +ferrewe01,1931,1,CLE,AL,48,116,24,37,6,1,9,30,0,0,10,21,,0,2,, +finneha02,1931,1,PIT,NL,10,26,2,8,1,0,0,2,1,,0,1,,1,0,, +finnelo01,1931,1,PHA,AL,9,24,7,9,0,1,0,3,0,0,6,1,,1,1,, +finnne01,1931,1,BRO,NL,118,413,46,113,22,2,0,45,2,,21,42,,3,13,, +fischca01,1931,1,WS1,AL,46,66,2,8,2,0,0,5,0,0,0,15,,0,5,, +fitzgra01,1931,1,CIN,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +fitzsfr01,1931,1,NY1,NL,35,92,16,21,3,1,4,18,0,,7,18,,2,3,, +floweja01,1931,1,BRO,NL,22,31,3,7,0,0,0,1,1,,7,4,,0,0,, +floweja01,1931,2,SLN,NL,45,137,19,34,11,1,2,19,7,,9,6,,0,1,, +fonsele01,1931,1,CLE,AL,26,108,21,40,9,1,1,14,3,2,8,7,,1,3,, +fonsele01,1931,2,CHA,AL,121,465,65,139,26,5,2,71,4,4,32,22,,3,8,, +fordho01,1931,1,CIN,NL,84,175,18,40,8,1,0,13,0,,13,13,,1,4,, +fothebo01,1931,1,CHA,AL,108,312,25,88,9,4,3,56,2,2,17,17,,2,2,, +foxxji01,1931,1,PHA,AL,139,515,93,150,32,10,30,120,4,3,73,84,,1,4,, +frankfr02,1931,1,BSN,NL,26,40,4,6,0,0,0,1,0,,4,2,,1,1,, +frasivi01,1931,1,CHA,AL,46,86,10,18,2,0,0,10,0,0,7,14,,0,3,, +fredejo01,1931,1,BRO,NL,146,611,81,165,34,8,17,71,2,,31,46,,6,1,, +frencla01,1931,1,PIT,NL,39,95,8,17,1,0,0,2,1,,5,15,,1,6,, +freybe01,1931,1,CIN,NL,34,44,4,14,2,0,0,3,0,,2,4,,0,1,, +fribebe01,1931,1,PHI,NL,103,353,33,92,19,5,1,26,1,,33,25,,0,6,, +friscfr01,1931,1,SLN,NL,131,518,96,161,24,4,4,82,28,,45,13,,2,5,, +fullich01,1931,1,NY1,NL,89,302,61,99,15,2,3,28,13,,23,13,,4,3,, +galliph01,1931,1,BRO,NL,6,3,1,0,0,0,0,0,0,,1,3,,0,0,, +garlalo01,1931,1,CHA,AL,7,3,0,0,0,0,0,0,0,0,0,1,,0,0,, +garriha01,1931,1,CHA,AL,8,14,0,3,1,0,0,2,0,0,1,2,,0,0,, +gastomi01,1931,1,BOS,AL,23,38,1,6,0,0,0,1,0,0,0,5,,1,1,, +gehrich01,1931,1,DET,AL,101,383,67,119,24,5,4,53,13,4,29,15,,0,2,, +gehrilo01,1931,1,NYA,AL,155,619,163,211,31,15,46,184,17,12,117,56,,0,2,, +gelbech01,1931,1,SLN,NL,131,447,61,129,29,5,1,62,7,,54,31,,0,4,, +gilbewa01,1931,1,BRO,NL,145,552,60,147,25,6,0,46,3,,39,38,,6,11,, +gilljo01,1931,1,WS1,AL,8,30,2,8,2,1,0,5,0,1,1,6,,1,3,, +goldmjo01,1931,1,CLE,AL,30,62,0,8,1,0,0,3,1,1,4,6,,0,4,, +gomezle01,1931,1,NYA,AL,40,83,8,11,0,0,0,3,0,0,7,28,,0,4,, +gonzami01,1931,1,SLN,NL,15,19,1,2,0,0,0,3,0,,0,3,,0,0,, +gosligo01,1931,1,SLA,AL,151,591,114,194,42,10,24,105,9,6,80,41,,4,0,, +grabojo01,1931,1,DET,AL,40,136,9,32,7,1,1,14,0,0,6,19,,0,2,, +graceea01,1931,1,CHN,NL,7,9,2,1,0,0,0,1,0,,4,1,,0,1,, +graceea01,1931,2,PIT,NL,47,150,8,42,6,1,1,20,0,,13,5,,0,4,, +grantge01,1931,1,PIT,NL,127,465,91,142,26,6,10,46,5,,71,50,,2,17,, +grantge02,1931,1,PIT,NL,11,2,0,0,0,0,0,0,0,,0,2,,0,0,, +graydo02,1931,1,SLA,AL,43,79,9,14,0,0,1,6,0,0,8,16,,0,5,, +grimebu01,1931,1,SLN,NL,29,76,4,14,0,0,0,8,0,,1,10,,0,9,, +grimeed01,1931,1,SLA,AL,43,57,9,15,1,2,0,5,1,0,9,3,,0,1,, +grimmch01,1931,1,CHN,NL,146,531,65,176,33,11,4,66,1,,53,29,,1,11,, +groskho01,1931,1,PIT,NL,53,161,13,45,7,2,0,20,1,,11,16,,0,3,, +grovele01,1931,1,PHA,AL,41,115,8,23,3,0,0,12,0,0,3,48,,0,4,, +grubefr01,1931,1,CHA,AL,88,265,29,58,13,2,1,24,2,2,22,22,,2,1,, +haasmu01,1931,1,PHA,AL,102,440,82,142,29,7,8,56,0,0,30,29,,0,19,, +hadlebu01,1931,1,WS1,AL,55,54,2,9,1,0,0,5,0,0,4,11,,0,5,, +hafeych01,1931,1,SLN,NL,122,450,94,157,35,8,16,95,11,,39,43,,3,2,, +haidha01,1931,1,BSN,NL,27,8,0,1,0,0,0,0,0,,0,3,,0,0,, +haineje01,1931,1,SLN,NL,19,45,3,6,1,0,0,4,0,,0,6,,0,4,, +haleod01,1931,1,CLE,AL,25,92,14,26,2,4,1,5,2,0,8,8,,0,2,, +hallabi01,1931,1,SLN,NL,37,81,5,8,2,0,0,5,0,,7,34,,0,10,, +hardeme01,1931,1,CLE,AL,40,75,7,19,2,1,0,10,0,0,2,24,,0,4,, +hargrpi01,1931,1,WS1,AL,40,80,6,26,8,0,1,19,1,0,9,12,,0,0,, +harribi01,1931,1,PIT,NL,4,11,1,1,0,0,0,0,0,,0,2,,0,0,, +harribu01,1931,1,DET,AL,4,8,1,1,1,0,0,0,0,0,1,1,,0,0,, +harrida01,1931,1,WS1,AL,77,231,49,72,14,8,5,50,7,6,49,38,,1,2,, +hartnga01,1931,1,CHN,NL,116,380,53,107,32,1,8,70,3,,52,48,,1,5,, +hayesja02,1931,1,WS1,AL,38,108,11,24,2,1,0,8,2,0,6,4,,0,3,, +haywora01,1931,1,DET,AL,88,273,28,70,10,3,0,25,0,1,19,27,,1,2,, +healyfr01,1931,1,NY1,NL,6,7,1,1,0,0,0,0,0,,0,0,,0,0,, +heathcl01,1931,1,CIN,NL,90,252,24,65,15,6,0,28,3,,32,16,,0,2,, +heathmi01,1931,1,CIN,NL,7,26,2,7,0,0,0,3,0,,2,5,,0,1,, +heberwa01,1931,1,SLA,AL,23,43,2,9,0,0,0,1,0,0,0,11,,0,1,, +heimafr01,1931,1,BRO,NL,39,61,3,12,0,1,0,5,0,,4,7,,0,0,, +hemslro01,1931,1,PIT,NL,10,35,3,6,3,0,0,1,0,,3,3,,0,0,, +hemslro01,1931,2,CHN,NL,66,204,28,63,17,4,3,31,4,,17,30,,0,3,, +hendrha01,1931,1,BRO,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +hendrha01,1931,2,CIN,NL,137,530,74,167,32,9,1,75,3,,53,40,,2,8,, +henlibu01,1931,1,CHA,AL,11,15,2,1,1,0,0,2,0,0,2,4,,0,0,, +hermaba01,1931,1,BRO,NL,151,610,93,191,43,16,18,97,17,,50,65,,0,1,, +hermabi01,1931,1,CHN,NL,25,98,14,32,7,0,0,16,2,,13,6,,0,4,, +herriar01,1931,1,DET,AL,35,55,10,11,2,0,0,3,0,0,3,6,,0,3,, +hevinjo01,1931,1,PHA,AL,42,113,8,27,3,2,1,12,0,0,6,8,,0,2,, +hevinjo02,1931,1,NY1,NL,22,8,1,1,0,0,0,0,0,,0,1,,0,2,, +highan01,1931,1,SLN,NL,63,131,20,35,6,1,0,19,0,,24,4,,2,1,, +hilchwh01,1931,1,CIN,NL,2,4,0,0,0,0,0,0,0,,0,1,,0,0,, +hildeor01,1931,1,CLE,AL,5,11,0,2,0,0,0,0,0,0,0,3,,0,0,, +hoagmy01,1931,1,NYA,AL,44,28,6,4,2,0,0,3,0,0,1,8,,0,0,, +hodapjo01,1931,1,CLE,AL,122,468,71,138,19,4,2,56,1,5,27,23,,2,5,, +hogansh01,1931,1,NY1,NL,123,396,42,119,17,1,12,65,1,,29,29,,4,1,, +hogsech01,1931,1,DET,AL,22,47,7,11,1,0,0,1,0,0,1,10,,1,0,, +hornsro01,1931,1,CHN,NL,100,357,64,118,37,1,16,90,1,,56,23,,0,5,, +hoytwa01,1931,1,DET,AL,16,30,1,4,0,0,0,5,0,0,0,4,,0,0,, +hoytwa01,1931,2,PHA,AL,16,43,5,13,3,0,0,4,0,0,2,8,,0,2,, +hubbeca01,1931,1,NY1,NL,36,83,9,20,6,0,0,8,0,,3,9,,1,6,, +hudliwi01,1931,1,CLE,AL,44,100,11,20,6,2,0,13,0,0,6,28,,0,2,, +hunnebi01,1931,1,CLE,AL,21,71,13,17,4,1,0,4,3,1,9,4,,0,2,, +hunnebi01,1931,2,BSN,NL,11,21,2,6,0,0,0,1,0,,0,2,,0,2,, +hunnebi01,1931,3,NY1,NL,64,196,23,53,5,0,1,17,3,,9,16,,0,1,, +huntjo01,1931,1,SLN,NL,4,1,2,0,0,0,0,0,0,,0,1,,0,0,, +hurstdo01,1931,1,PHI,NL,137,489,63,149,37,5,11,91,8,,64,28,,1,13,, +jackstr01,1931,1,NY1,NL,145,555,65,172,26,10,5,71,13,,36,23,,1,2,, +jamiech01,1931,1,CLE,AL,28,43,7,13,2,1,0,4,1,1,5,1,,0,0,, +jeffrir01,1931,1,CHA,AL,79,223,29,50,10,0,2,16,3,0,14,9,,0,6,, +jenkito01,1931,1,SLA,AL,81,230,20,61,7,2,3,25,1,3,17,25,,0,1,, +jensewo01,1931,1,PIT,NL,73,267,43,65,5,4,3,17,4,,10,18,,2,16,, +johnsha01,1931,1,NYA,AL,40,77,7,15,5,0,0,6,0,0,6,7,,0,1,, +johnsro02,1931,1,DET,AL,151,621,107,173,37,19,8,55,33,21,72,51,,2,2,, +johnssi01,1931,1,CIN,NL,42,87,3,13,1,0,0,3,0,,2,25,,0,3,, +johnssy01,1931,1,SLN,NL,32,60,4,14,2,1,0,7,0,,3,16,,0,1,, +jollesm01,1931,1,CHA,AL,54,110,5,33,11,0,3,28,0,0,7,4,,2,0,, +jonessa01,1931,1,WS1,AL,30,48,8,15,2,0,0,5,0,0,5,10,,1,6,, +jordabu01,1931,1,WS1,AL,9,18,3,4,2,0,0,1,0,0,1,3,,0,0,, +jorgear01,1931,1,NYA,AL,46,100,12,27,1,2,0,14,0,1,9,3,,0,2,, +judgejo01,1931,1,WS1,AL,35,74,11,21,3,0,0,9,0,0,8,8,,0,2,, +jurgebi01,1931,1,CHN,NL,88,293,34,59,15,5,0,23,2,,25,41,,0,17,, +kammwi01,1931,1,CHA,AL,18,59,9,15,4,1,0,9,1,1,7,6,,0,1,, +kammwi01,1931,2,CLE,AL,114,410,68,121,31,4,0,66,13,9,64,13,,1,11,, +kaufmto01,1931,1,SLN,NL,20,18,1,2,0,0,0,0,0,,1,3,,0,0,, +kerrjo01,1931,1,CHA,AL,128,444,51,119,17,2,2,50,9,3,35,22,,2,10,, +kimsech01,1931,1,SLA,AL,47,37,5,10,1,0,2,5,1,0,8,11,,1,1,, +kleinch01,1931,1,PHI,NL,148,594,121,200,34,10,31,121,7,,59,49,,1,2,, +klinebo01,1931,1,BOS,AL,28,27,2,9,1,0,0,8,0,0,2,3,,0,1,, +klozana01,1931,1,SLA,AL,3,7,1,1,0,0,0,0,0,0,1,4,,0,0,, +koenima01,1931,1,DET,AL,106,364,33,92,24,4,1,39,8,2,14,12,,1,2,, +kolpra01,1931,1,CIN,NL,30,32,2,4,1,0,0,1,0,,1,6,,0,3,, +kostefr01,1931,1,PHI,NL,76,151,21,34,2,2,0,8,4,,14,21,,0,5,, +krausle01,1931,1,PHA,AL,3,2,1,0,0,0,0,0,0,0,1,0,,1,0,, +kreevmi01,1931,1,CHN,NL,5,12,0,2,0,0,0,0,1,,0,6,,0,0,, +kremera01,1931,1,PIT,NL,30,75,8,17,5,0,0,10,0,,8,20,,0,3,, +kressre01,1931,1,SLA,AL,150,605,87,188,46,8,16,114,3,16,46,48,,1,3,, +kuheljo01,1931,1,WS1,AL,139,524,70,141,34,8,8,85,7,5,47,45,,5,2,, +laryly01,1931,1,NYA,AL,155,610,100,171,35,9,10,107,13,10,88,54,,6,8,, +lawsoro01,1931,1,CLE,AL,17,14,0,2,0,1,0,1,0,0,0,5,,1,0,, +lazzeto01,1931,1,NYA,AL,135,484,67,129,27,7,8,83,18,9,79,80,,1,4,, +leachfr01,1931,1,NY1,NL,129,515,75,159,30,5,6,61,4,,29,9,,2,6,, +leeha01,1931,1,PHI,NL,44,131,13,29,10,0,2,12,0,,10,18,,1,2,, +leslisa01,1931,1,NY1,NL,53,53,11,16,4,0,3,5,3,,1,2,,0,0,, +leveyji01,1931,1,SLA,AL,139,498,53,104,19,2,5,38,13,8,35,83,,2,5,, +lindsfr01,1931,1,NY1,NL,78,303,38,91,12,6,5,36,5,,26,12,,0,0,, +lindsji01,1931,1,SLN,NL,35,9,1,1,0,0,0,0,0,,1,4,,0,4,, +lisenho01,1931,1,BOS,AL,41,53,4,12,0,0,0,1,0,0,3,13,,0,0,, +liskaad01,1931,1,WS1,AL,2,1,0,0,0,0,0,0,0,0,0,0,,0,0,, +lombaer01,1931,1,BRO,NL,73,182,20,54,7,1,4,23,1,,12,12,,0,2,, +lopezal01,1931,1,BRO,NL,111,360,38,97,13,4,0,40,1,,28,33,,1,3,, +lucasjo01,1931,1,BOS,AL,3,2,0,0,0,0,0,0,0,0,0,1,,0,0,, +lucasra01,1931,1,NY1,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lucasre01,1931,1,CIN,NL,97,153,15,43,4,0,0,17,0,,12,9,,0,6,, +luquedo01,1931,1,BRO,NL,19,30,1,4,0,0,0,0,0,,6,6,,0,2,, +lyonste01,1931,1,CHA,AL,42,33,6,5,0,0,0,3,0,0,2,1,,0,3,, +macfada01,1931,1,BOS,AL,35,81,4,10,2,0,0,1,0,0,3,28,,0,6,, +maguifr01,1931,1,BSN,NL,148,492,36,112,18,2,0,26,3,,16,26,,5,31,, +mahafro01,1931,1,PHA,AL,30,63,7,12,2,0,2,8,0,0,4,25,,0,3,, +mallole01,1931,1,PHI,NL,122,375,41,116,19,2,1,45,0,,29,40,,0,10,, +malonpa02,1931,1,CHN,NL,36,79,12,17,2,0,1,4,0,,3,16,,0,9,, +mancugu01,1931,1,SLN,NL,67,187,13,49,16,1,1,23,2,,18,13,,0,3,, +manushe01,1931,1,WS1,AL,146,616,110,189,41,11,6,70,3,3,36,27,,6,8,, +maranra01,1931,1,BSN,NL,145,562,69,146,22,5,0,33,9,,56,34,,2,16,, +marbefi01,1931,1,WS1,AL,45,82,7,19,3,0,1,8,1,0,1,16,,0,3,, +marquol01,1931,1,BOS,AL,17,39,4,7,1,0,0,2,0,1,3,4,,0,4,, +marshbi01,1931,1,BOS,AL,1,0,1,0,0,0,0,0,0,0,0,0,,0,0,, +marshdo02,1931,1,NY1,NL,68,194,15,39,6,2,0,10,1,,8,8,,0,7,, +martipe01,1931,1,SLN,NL,123,413,68,124,32,8,7,75,16,,30,40,,2,4,, +mastewa01,1931,1,WS1,AL,3,2,0,0,0,0,0,0,0,0,0,1,,0,0,, +mattiea01,1931,1,BRO,NL,8,3,0,0,0,0,0,0,0,,0,3,,0,0,, +mayja01,1931,1,CHN,NL,31,22,3,5,2,0,0,2,0,,1,6,,0,1,, +mcafebi01,1931,1,BSN,NL,18,3,0,0,0,0,0,0,0,,0,0,,0,0,, +mcclape01,1931,1,PIT,NL,7,4,2,2,0,0,0,0,0,,2,0,,0,0,, +mccurha01,1931,1,PHI,NL,66,150,21,43,9,0,1,25,2,,23,16,,0,5,, +mcdonha01,1931,1,PHA,AL,19,21,1,2,0,0,0,0,0,0,4,10,,0,0,, +mcevolo01,1931,1,NYA,AL,6,4,1,0,0,0,0,0,0,0,0,2,,0,0,, +mckaiha01,1931,1,CHA,AL,32,42,5,5,2,1,0,3,0,0,5,14,,0,1,, +mclauju01,1931,1,BOS,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcmanma01,1931,1,DET,AL,107,362,39,98,17,3,3,53,7,3,49,22,,2,2,, +mcmanma01,1931,2,BOS,AL,17,62,8,18,4,0,1,9,1,1,8,1,,0,0,, +mcnaier01,1931,1,PHA,AL,79,280,41,76,10,1,5,33,1,4,11,19,,3,5,, +mcneeea01,1931,1,SLA,AL,49,102,12,23,4,0,0,15,4,4,9,5,,0,2,, +mcwilbi01,1931,1,BOS,AL,2,2,0,0,0,0,0,0,0,0,0,1,,0,0,, +meinehe01,1931,1,PIT,NL,36,96,3,14,3,0,0,1,0,,5,23,,0,7,, +melilsk01,1931,1,SLA,AL,151,617,88,189,34,11,2,75,7,11,37,29,,0,7,, +millebi02,1931,1,PHA,AL,137,534,75,150,43,5,8,77,5,3,36,16,,10,5,, +milleja02,1931,1,CLE,AL,10,13,2,1,0,0,0,0,0,0,0,1,,0,0,, +milleot02,1931,1,BOS,AL,107,389,38,106,12,1,0,43,1,1,15,20,,1,8,, +millijo02,1931,1,PHI,NL,3,2,1,0,0,0,0,0,0,,0,0,,0,0,, +mitchcl01,1931,1,NY1,NL,27,73,5,16,2,0,1,4,0,,2,4,,0,0,, +montaed01,1931,1,CLE,AL,64,193,27,55,8,3,1,26,3,4,21,22,,1,10,, +mooneji01,1931,1,NY1,NL,10,25,2,4,0,0,0,3,0,,0,5,,0,1,, +moorecy01,1931,1,BRO,NL,23,13,1,2,0,0,0,0,0,,0,4,,0,1,, +moorege03,1931,1,CIN,NL,4,14,2,2,1,0,0,1,0,,0,0,,0,0,, +mooreji01,1931,1,CHA,AL,33,16,1,1,1,0,0,0,0,0,1,5,,0,0,, +mooreji02,1931,1,PHA,AL,49,143,18,32,5,1,2,21,0,1,11,13,,1,3,, +moorejo01,1931,1,CHN,NL,39,104,19,25,3,1,2,16,1,,7,5,,0,4,, +moorejo02,1931,1,NY1,NL,4,8,0,2,1,0,0,3,1,,0,1,,0,0,, +moorera01,1931,1,BSN,NL,83,192,19,50,8,1,3,34,1,,13,3,,1,3,, +moorewi01,1931,1,BOS,AL,53,56,1,9,1,0,0,1,0,0,0,18,,0,2,, +morgaed01,1931,1,CLE,AL,131,462,87,162,33,4,11,86,4,5,83,46,,1,6,, +morrebi01,1931,1,NY1,NL,20,18,2,2,0,0,0,1,0,,3,2,,0,2,, +morried02,1931,1,BOS,AL,37,38,5,6,1,0,0,0,0,0,1,15,,0,2,, +mosolji01,1931,1,PIT,NL,39,44,7,11,1,0,1,8,0,,8,5,,0,1,, +mossra01,1931,1,BRO,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mossra01,1931,2,BSN,NL,12,15,0,2,0,0,0,1,0,,1,5,,0,0,, +mungova01,1931,1,BRO,NL,5,12,1,3,0,1,0,0,0,,0,2,,0,0,, +murphwa01,1931,1,BOS,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +myattgl01,1931,1,CLE,AL,65,195,21,48,14,2,1,29,2,1,21,13,,0,1,, +myerbu01,1931,1,WS1,AL,139,591,114,173,33,11,4,56,11,14,58,42,,4,9,, +neunjo01,1931,1,BSN,NL,79,104,17,23,1,3,0,11,2,,11,14,,1,1,, +nichoch01,1931,1,PHI,NL,3,2,0,0,0,0,0,0,0,,0,0,,0,0,, +normabi01,1931,1,CHA,AL,24,55,7,10,2,0,0,6,0,1,4,10,,0,0,, +odoulle01,1931,1,BRO,NL,134,512,85,172,32,11,7,75,5,,48,16,,3,1,, +ofarrbo01,1931,1,NY1,NL,85,174,11,39,8,3,1,19,0,,21,23,,1,1,, +ogdenja01,1931,1,CIN,NL,23,27,1,4,0,0,0,0,0,,0,4,,0,1,, +oliveto01,1931,1,BOS,AL,148,586,52,162,35,5,0,70,4,6,25,17,,1,6,, +olsonma01,1931,1,BOS,AL,15,53,8,10,1,0,0,5,0,0,9,3,,0,2,, +orourfr01,1931,1,SLA,AL,8,9,0,2,0,0,0,0,1,1,0,1,,0,1,, +orsater01,1931,1,SLN,NL,70,158,27,46,16,6,0,19,1,,14,16,,0,3,, +osborbo01,1931,1,PIT,NL,27,18,0,3,1,0,0,0,0,,0,3,,0,0,, +ottme01,1931,1,NY1,NL,138,497,104,145,23,8,29,115,10,,80,44,,2,1,, +owenma01,1931,1,DET,AL,105,377,35,84,11,6,3,39,2,2,29,38,,2,12,, +palmijo01,1931,1,PHA,AL,19,44,5,10,2,0,0,4,0,0,6,3,,0,0,, +parmero01,1931,1,NY1,NL,13,20,1,4,0,0,0,0,0,,0,5,,0,1,, +pennohe01,1931,1,NYA,AL,25,66,8,10,2,0,1,6,0,0,9,12,,0,7,, +perkicy01,1931,1,NYA,AL,16,47,3,12,1,0,0,7,0,0,1,4,,1,0,, +peterji01,1931,1,PHA,AL,6,2,0,1,1,0,0,0,0,0,1,0,,0,0,, +phelpba01,1931,1,WS1,AL,3,3,0,1,0,0,0,0,0,0,0,0,,0,0,, +phelpra01,1931,1,BRO,NL,28,51,0,8,1,0,0,2,0,,2,19,,0,0,, +philled01,1931,1,PIT,NL,106,353,30,82,18,3,7,44,1,,41,49,,3,4,, +picinva01,1931,1,BRO,NL,24,45,5,12,4,0,1,4,1,,4,9,,0,0,, +pickeur01,1931,1,BOS,AL,103,341,48,86,13,4,9,52,3,4,33,53,,0,2,, +pietto01,1931,1,PIT,NL,44,167,22,50,12,4,0,24,10,,13,24,,1,3,, +pipgrge01,1931,1,NYA,AL,36,41,1,1,0,0,0,0,0,0,1,12,,0,1,, +planeem01,1931,1,NY1,NL,2,1,0,0,0,0,0,0,0,,0,0,,0,0,, +portedi01,1931,1,CLE,AL,114,414,82,129,24,3,1,38,6,9,56,36,,1,7,, +quellge01,1931,1,DET,AL,13,54,6,12,5,0,1,11,1,0,3,4,,0,0,, +quinnja01,1931,1,BRO,NL,39,15,0,3,0,0,0,2,0,,1,7,,0,1,, +reeseji01,1931,1,NYA,AL,65,245,41,59,10,2,3,26,2,3,17,10,,1,2,, +reevebo01,1931,1,BOS,AL,36,84,11,14,2,2,0,1,0,1,14,16,,1,2,, +reganbi01,1931,1,PIT,NL,28,104,8,21,8,0,1,10,2,,5,19,,0,4,, +reisbo01,1931,1,BRO,NL,6,17,3,5,0,0,0,2,0,,2,0,,0,2,, +rensato01,1931,1,PHI,NL,19,29,2,3,1,0,0,2,0,,6,2,,0,0,, +reynoca01,1931,1,CHA,AL,118,462,71,134,24,14,6,77,17,6,24,26,,6,3,, +rhemfl01,1931,1,SLN,NL,33,69,4,9,1,0,0,6,0,,0,21,,0,5,, +rhodego01,1931,1,NYA,AL,18,28,1,6,2,1,0,4,0,0,0,3,,0,4,, +rhyneha01,1931,1,BOS,AL,147,565,75,154,34,3,0,51,3,3,57,41,,2,5,, +riceha01,1931,1,WS1,AL,47,162,32,43,5,6,0,15,2,1,12,10,,1,4,, +ricesa01,1931,1,WS1,AL,120,413,81,128,21,8,0,42,6,5,35,11,,1,11,, +richano01,1931,1,DET,AL,38,148,13,40,9,2,0,16,2,1,6,3,,0,4,, +richbla01,1931,1,BSN,NL,97,286,32,82,11,6,2,29,9,,19,14,,0,6,, +rixeyep01,1931,1,CIN,NL,22,40,0,6,1,0,0,3,0,,2,6,,0,1,, +roettwa01,1931,1,CIN,NL,44,185,25,65,11,4,1,20,1,,7,9,,1,5,, +roettwa01,1931,2,SLN,NL,45,151,16,43,12,2,0,17,0,,9,14,,3,6,, +rogelbi01,1931,1,DET,AL,48,185,21,56,12,3,2,24,8,8,24,17,,0,2,, +rolfere01,1931,1,NYA,AL,1,0,0,0,0,0,0,0,0,0,0,0,,0,0,, +rommeed01,1931,1,PHA,AL,29,54,6,14,1,1,0,4,0,0,6,5,,0,0,, +rootch01,1931,1,CHN,NL,39,90,7,20,8,0,0,8,0,,4,31,,0,1,, +rosenma01,1931,1,BRO,NL,3,9,0,2,1,0,0,0,0,,1,1,,0,0,, +rothrja01,1931,1,BOS,AL,133,475,81,132,32,3,4,42,13,7,47,48,,0,2,, +roushed01,1931,1,CIN,NL,101,376,46,102,12,5,1,41,2,,17,5,,3,4,, +ruelmu01,1931,1,BOS,AL,33,83,6,25,5,0,0,6,0,0,9,6,,0,1,, +ruelmu01,1931,2,DET,AL,14,50,1,6,1,0,0,3,0,0,5,1,,0,0,, +ruffire01,1931,1,NYA,AL,48,109,14,36,8,1,3,12,0,0,1,13,,0,6,, +russeja01,1931,1,BOS,AL,41,82,12,16,7,0,0,5,1,0,2,28,,0,4,, +ruthba01,1931,1,NYA,AL,145,534,149,199,31,3,46,163,5,4,128,51,,1,0,, +ryege01,1931,1,BOS,AL,17,39,3,7,0,0,0,1,0,0,2,5,,0,0,, +sankebe01,1931,1,PIT,NL,57,132,14,30,2,5,0,14,0,,14,10,,0,6,, +scalzjo01,1931,1,BSN,NL,2,1,0,0,0,0,0,0,0,,0,1,,0,0,, +scarrru01,1931,1,BOS,AL,10,39,2,6,1,0,0,1,0,0,2,2,,0,0,, +schanwa01,1931,1,DET,AL,30,76,9,14,2,0,0,2,1,0,14,11,,0,1,, +schesdu01,1931,1,PHI,NL,17,9,0,1,1,0,0,0,0,,0,2,,0,0,, +schulfr02,1931,1,SLA,AL,134,553,100,168,32,7,9,65,6,8,56,49,,1,3,, +schulwe02,1931,1,BSN,NL,95,327,36,101,17,7,2,43,0,,28,30,,0,4,, +schumha02,1931,1,NY1,NL,8,7,1,1,0,0,0,2,0,,0,1,,0,0,, +seedsbo01,1931,1,CLE,AL,48,134,26,41,4,1,1,10,1,0,11,11,,0,1,, +seiboso01,1931,1,BSN,NL,33,70,3,9,0,0,0,2,0,,1,9,,0,6,, +seweljo01,1931,1,NYA,AL,130,484,102,146,22,1,6,64,1,1,61,8,,9,17,, +sewellu01,1931,1,CLE,AL,108,375,45,103,30,4,1,53,1,1,36,17,,2,9,, +shautjo01,1931,1,BRO,NL,25,45,4,8,1,0,0,8,0,,2,4,,0,1,, +sheelea01,1931,1,BSN,NL,147,538,30,147,15,2,1,77,0,,34,21,,2,12,, +sherdbi01,1931,1,BSN,NL,27,46,2,14,1,0,0,3,0,,3,5,,0,0,, +sheriro01,1931,1,NYA,AL,17,30,3,10,0,0,0,2,0,0,1,8,,0,5,, +shielbe01,1931,1,PHI,NL,4,2,0,0,0,0,0,0,0,,0,0,,0,0,, +shiveiv01,1931,1,DET,AL,2,9,2,1,0,0,0,0,0,0,0,3,,0,0,, +shoffmi01,1931,1,CLE,AL,12,13,1,1,0,0,0,0,0,0,1,6,,0,0,, +shorebi01,1931,1,PHA,AL,6,3,1,1,0,0,0,1,0,0,1,0,,0,0,, +sigaffr01,1931,1,CIN,NL,21,65,6,11,2,0,0,8,0,,0,6,,1,3,, +simmoal01,1931,1,PHA,AL,128,513,105,200,37,13,22,128,3,3,47,45,,3,0,, +simonme01,1931,1,CHA,AL,68,189,24,52,9,0,0,12,1,1,12,17,,0,7,, +sladego01,1931,1,BRO,NL,85,272,27,65,13,2,1,29,2,,23,28,,5,5,, +smithbo02,1931,1,CHN,NL,36,87,7,19,2,0,0,4,0,,5,2,,0,5,, +smithjo04,1931,1,BOS,AL,4,15,2,2,0,0,0,1,1,0,2,1,,0,0,, +sorrevi01,1931,1,DET,AL,35,88,4,14,1,0,0,4,0,0,4,12,,0,4,, +sothede01,1931,1,BRO,NL,19,31,10,5,1,0,0,0,0,,4,8,,0,2,, +spencgl01,1931,1,PIT,NL,38,52,2,5,0,0,0,2,0,,5,21,,0,10,, +spencro01,1931,1,WS1,AL,145,483,48,133,16,3,1,60,0,0,35,21,,2,8,, +spohral01,1931,1,BSN,NL,114,350,23,84,17,5,0,27,2,,22,27,,0,1,, +sprinjo01,1931,1,CLE,AL,1,3,0,0,0,0,0,0,0,0,0,0,,0,0,, +stantbu01,1931,1,SLA,AL,13,15,3,3,2,0,0,0,0,0,0,6,,0,1,, +steinbi01,1931,1,PIT,NL,4,4,0,0,0,0,0,0,0,,0,1,,0,0,, +stephri01,1931,1,CHN,NL,80,263,34,84,14,4,1,52,1,,37,14,,1,1,, +stevebo01,1931,1,PHI,NL,12,35,3,12,0,0,0,4,0,,2,2,,2,2,, +stewale01,1931,1,SLA,AL,36,88,10,22,6,2,0,8,1,0,13,10,,0,3,, +stielfr01,1931,1,SLA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stilero01,1931,1,SLA,AL,34,22,1,1,0,0,0,0,0,0,2,8,,0,0,, +stonejo01,1931,1,DET,AL,147,584,86,191,28,11,10,76,13,13,56,48,,2,5,, +stoneli01,1931,1,PHI,NL,7,5,0,0,0,0,0,0,0,,0,1,,0,0,, +storiho01,1931,1,BOS,AL,6,17,2,2,0,0,0,0,0,0,3,2,,0,0,, +stortli01,1931,1,SLA,AL,86,273,32,60,15,4,3,26,0,2,15,50,,1,4,, +stoutal01,1931,1,SLN,NL,30,19,0,2,0,0,0,1,0,,0,9,,0,2,, +streega01,1931,1,SLN,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +streled01,1931,1,CIN,NL,13,5,0,1,0,0,0,1,0,,1,3,,0,0,, +stripjo01,1931,1,CIN,NL,105,426,71,138,26,2,3,42,5,,21,31,,2,6,, +stumpge01,1931,1,BOS,AL,7,28,2,7,1,1,0,4,0,0,1,2,,0,0,, +stylele01,1931,1,CIN,NL,34,87,7,21,3,0,0,5,0,,8,7,,1,3,, +suhrgu01,1931,1,PIT,NL,87,270,26,57,13,4,4,32,4,,38,25,,0,4,, +sukefcl01,1931,1,CIN,NL,112,351,22,90,15,4,0,25,0,,38,13,,3,3,, +sullibi04,1931,1,CHA,AL,92,363,48,100,16,5,2,33,4,4,20,14,,1,8,, +sullich02,1931,1,DET,AL,31,24,1,4,0,0,0,3,0,0,1,6,,0,0,, +sweenbi03,1931,1,BOS,AL,131,498,48,147,30,3,1,58,5,12,20,30,,0,10,, +sweetle01,1931,1,CHN,NL,29,56,8,15,4,2,0,9,0,,4,11,,0,1,, +swetost01,1931,1,PIT,NL,14,7,0,1,0,0,0,0,0,,1,3,,0,0,, +taittdo01,1931,1,PHI,NL,38,151,13,34,4,2,1,15,0,,4,14,,0,2,, +tatebe01,1931,1,CHA,AL,89,273,27,73,12,3,0,22,1,1,26,10,,0,6,, +tauscwa01,1931,1,WS1,AL,6,0,0,0,0,0,0,0,0,0,0,0,,0,2,, +tayloda01,1931,1,CHN,NL,88,270,48,81,13,6,5,41,4,,31,46,,0,2,, +tayloza02,1931,1,CHN,NL,8,4,0,1,0,0,0,0,0,,2,1,,0,2,, +teachbu01,1931,1,CHN,NL,37,21,4,5,0,0,0,0,0,,0,3,,0,0,, +terrybi01,1931,1,NY1,NL,153,611,121,213,43,20,9,112,8,,47,36,,2,2,, +theveto01,1931,1,PIT,NL,120,404,35,86,12,1,0,38,0,,28,22,,1,8,, +thomafa01,1931,1,CLE,AL,16,13,1,2,0,0,0,0,0,0,1,5,,0,0,, +thomato02,1931,1,CHA,AL,43,87,9,21,2,0,0,10,0,0,3,15,,0,5,, +thompfr03,1931,1,BRO,NL,74,181,26,48,6,1,1,21,5,,23,16,,1,3,, +thurssl01,1931,1,BRO,NL,24,60,8,13,2,1,1,8,0,,2,10,,0,2,, +todtph01,1931,1,PHA,AL,62,197,23,48,14,2,5,44,1,1,8,22,,0,2,, +traynpi01,1931,1,PIT,NL,155,615,81,183,37,15,2,103,6,,54,28,,0,8,, +uhlege01,1931,1,DET,AL,53,90,8,22,6,0,2,7,0,1,8,8,,0,1,, +urbanbi01,1931,1,BSN,NL,82,303,22,72,13,4,0,17,3,,10,32,,5,15,, +vancaal01,1931,1,BOS,AL,101,324,34,89,15,4,0,33,3,2,20,24,,1,3,, +vanceda01,1931,1,BRO,NL,30,67,6,9,0,0,0,3,0,,5,20,,0,7,, +veltmpa01,1931,1,BSN,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +vergejo01,1931,1,NY1,NL,152,565,67,157,24,2,13,81,11,,29,65,,6,6,, +vosmijo01,1931,1,CLE,AL,149,591,80,189,36,14,7,117,7,7,38,30,,2,9,, +waddefr01,1931,1,SLA,AL,14,22,3,6,1,0,0,2,0,0,2,3,,0,0,, +walberu01,1931,1,PHA,AL,45,105,6,13,1,1,0,6,0,0,5,16,,0,4,, +walkebi01,1931,1,NY1,NL,37,77,3,5,0,0,0,3,0,,4,22,,0,3,, +walkedi02,1931,1,NYA,AL,2,10,1,3,2,0,0,1,0,0,0,4,,0,0,, +walkege02,1931,1,DET,AL,59,189,20,56,17,2,1,28,10,7,14,21,,0,1,, +walkehu01,1931,1,DET,AL,90,252,27,72,13,1,0,16,10,1,23,25,,4,4,, +waltebu01,1931,1,BSN,NL,9,38,2,8,2,0,0,0,0,,0,3,,0,0,, +wanerll01,1931,1,PIT,NL,154,681,90,214,25,13,4,57,7,,39,16,,1,5,, +wanerpa01,1931,1,PIT,NL,150,559,88,180,35,10,6,70,6,,73,21,,4,10,, +warneja01,1931,1,BRO,NL,9,4,2,2,0,0,0,0,0,,1,1,,0,0,, +warnelo01,1931,1,CHN,NL,20,19,3,5,2,0,0,2,0,,0,5,,0,0,, +warstra01,1931,1,BOS,AL,66,181,20,44,5,3,0,10,2,3,15,27,,2,3,, +watkige01,1931,1,SLN,NL,131,503,93,145,30,13,13,51,15,,31,66,,5,2,, +wattfr01,1931,1,PHI,NL,38,39,2,8,2,0,0,5,0,,2,6,,0,0,, +watwojo01,1931,1,CHA,AL,128,367,51,104,16,6,1,47,9,3,56,30,,1,10,, +weaveji01,1931,1,NYA,AL,17,20,2,1,0,0,0,0,0,0,0,12,,0,4,, +weavemo01,1931,1,WS1,AL,3,3,0,0,0,0,0,0,0,0,0,2,,0,0,, +webbea01,1931,1,BOS,AL,151,589,96,196,67,3,14,103,2,2,70,51,,0,1,, +wehdebi01,1931,1,CHA,AL,8,3,0,0,0,0,0,0,0,0,0,0,,0,0,, +weilabo01,1931,1,CHA,AL,15,22,2,4,0,0,0,0,1,0,5,2,,1,0,, +weinele01,1931,1,NYA,AL,17,6,1,0,0,0,0,0,0,0,2,3,,0,0,, +welchjo01,1931,1,CHN,NL,8,12,2,5,2,0,0,2,0,,0,2,,0,0,, +wellsed01,1931,1,NYA,AL,28,45,9,10,2,1,0,7,0,0,1,6,,0,2,, +westsa01,1931,1,WS1,AL,132,526,77,175,43,13,3,91,6,8,30,37,,0,3,, +whiteea01,1931,1,DET,AL,34,97,7,15,0,1,0,5,0,0,3,10,,0,4,, +whitnpi01,1931,1,PHI,NL,130,501,64,144,36,5,9,74,6,,30,38,,3,7,, +willidi01,1931,1,PHA,AL,86,294,41,79,12,2,6,40,2,0,19,21,,0,2,, +willihu01,1931,1,PHI,NL,23,35,5,9,2,1,1,3,0,,2,9,,0,0,, +willocl01,1931,1,PIT,NL,9,7,1,2,0,0,0,2,0,,0,1,,0,0,, +wilsoch02,1931,1,BSN,NL,16,58,7,11,4,0,1,11,0,,3,5,,0,1,, +wilsoha01,1931,1,CHN,NL,112,395,66,103,22,4,13,61,1,,63,69,,0,0,, +wilsoji01,1931,1,SLN,NL,115,383,45,105,20,2,0,51,5,,28,15,,5,3,, +wiltsha01,1931,1,PHI,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +winseto01,1931,1,BOS,AL,64,76,6,15,1,0,1,7,0,0,4,21,,1,0,, +woodsp01,1931,1,PIT,NL,15,22,1,5,1,0,0,4,0,,1,3,,0,1,, +worthre01,1931,1,BSN,NL,128,491,47,143,25,10,4,44,1,,26,38,,1,6,, +wrighgl01,1931,1,BRO,NL,77,268,36,76,9,4,9,32,1,,14,35,,2,2,, +wyattwh01,1931,1,DET,AL,4,7,0,2,1,0,0,0,0,0,0,1,,0,0,, +wysonbi01,1931,1,CIN,NL,12,4,1,1,0,0,0,0,0,,0,0,,0,0,, +youngru01,1931,1,SLA,AL,16,34,2,4,0,0,1,2,0,0,2,4,,0,0,, +zachato01,1931,1,BSN,NL,33,84,7,14,2,0,0,3,0,,4,10,,0,0,, +adamsbo02,1932,1,PHI,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +adamssp01,1932,1,SLN,NL,31,127,22,35,3,1,0,13,0,,14,5,,1,0,, +akersbi01,1932,1,BSN,NL,36,93,8,24,3,1,1,17,0,,10,15,,0,2,, +alexada01,1932,1,DET,AL,23,16,0,4,0,0,0,4,0,0,6,2,,0,0,, +alexada01,1932,2,BOS,AL,101,376,58,140,27,3,8,56,4,5,55,19,,1,0,, +allenet01,1932,1,NY1,NL,54,103,13,18,6,2,1,7,0,,1,12,,2,1,, +allenjo02,1932,1,NYA,AL,33,73,5,9,2,1,1,5,0,0,4,22,,0,3,, +anderha01,1932,1,CHA,AL,9,32,4,8,0,0,0,2,0,1,0,1,,0,1,, +andreiv01,1932,1,NYA,AL,4,9,1,2,1,0,0,4,0,0,2,0,,0,1,, +andreiv01,1932,2,BOS,AL,27,51,5,7,1,0,0,1,0,0,0,13,,0,2,, +applepe01,1932,1,CLE,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +applepe01,1932,2,BOS,AL,11,17,3,3,1,0,0,1,0,0,0,5,,0,0,, +applilu01,1932,1,CHA,AL,139,489,66,134,20,10,3,63,9,8,40,36,,0,3,, +asbjoca01,1932,1,CIN,NL,29,58,5,10,2,0,1,4,0,,0,15,,1,2,, +averiea01,1932,1,CLE,AL,153,631,116,198,37,14,32,124,5,8,75,40,,6,0,, +baeched01,1932,1,CHN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barbeda01,1932,1,PIT,NL,97,327,37,84,22,6,5,55,1,,18,38,,2,4,, +bartedi01,1932,1,PHI,NL,154,614,118,189,48,7,1,53,8,,64,47,,6,35,, +barthle01,1932,1,CHA,AL,3,1,0,0,0,0,0,0,0,0,0,1,,0,0,, +bartovi01,1932,1,CHN,NL,36,134,19,30,2,3,3,15,0,,8,22,,1,1,, +bellhi01,1932,1,NY1,NL,35,34,2,3,0,0,0,2,0,,2,15,,0,1,, +bengera01,1932,1,PHI,NL,41,75,2,13,1,0,0,2,0,,1,7,,0,2,, +bengobe01,1932,1,SLA,AL,54,139,13,35,7,1,0,15,0,1,12,4,,0,0,, +bentola01,1932,1,CIN,NL,35,54,8,11,1,0,0,1,0,,3,11,,0,5,, +bergebo01,1932,1,CLE,AL,1,1,0,0,0,0,0,0,0,0,0,1,,0,0,, +bergewa01,1932,1,BSN,NL,145,602,90,185,34,6,17,73,5,,33,66,,3,1,, +bergmo01,1932,1,WS1,AL,75,195,16,46,8,1,1,26,1,1,8,13,,0,5,, +berlyja01,1932,1,PHI,NL,21,10,0,0,0,0,0,0,0,,0,3,,0,0,, +berrych02,1932,1,BOS,AL,10,32,0,6,3,0,0,6,0,0,3,2,,0,0,, +berrych02,1932,2,CHA,AL,72,226,33,69,15,6,4,31,3,0,21,23,,0,3,, +bettela01,1932,1,SLA,AL,27,30,4,4,1,0,1,3,1,0,7,6,,0,0,, +bettshu01,1932,1,BSN,NL,31,79,5,19,0,0,0,3,0,,3,7,,0,1,, +biggsch01,1932,1,CHA,AL,6,9,1,1,0,0,0,1,0,0,1,2,,0,0,, +bishoma01,1932,1,PHA,AL,114,409,89,104,24,2,5,37,2,2,110,43,,0,3,, +bladera01,1932,1,SLN,NL,80,201,35,46,10,1,3,29,2,,34,31,,0,3,, +blaehge01,1932,1,SLA,AL,42,88,4,12,4,0,0,6,0,0,7,31,,0,2,, +bluegos01,1932,1,WS1,AL,149,507,64,131,22,4,5,64,9,7,83,41,,4,20,, +bluegot01,1932,1,CIN,NL,1,0,1,0,0,0,0,0,0,,0,0,,0,0,, +bluelu01,1932,1,CHA,AL,112,373,51,93,21,2,0,43,17,6,64,21,,3,3,, +boernla01,1932,1,BOS,AL,21,17,0,0,0,0,0,1,0,0,0,5,,0,1,, +bolenst01,1932,1,PHI,NL,5,7,0,1,0,0,0,0,0,,0,1,,0,0,, +boleyjo01,1932,1,PHA,AL,10,34,2,7,2,0,0,4,0,1,1,4,,0,1,, +boleyjo01,1932,2,CLE,AL,1,4,0,1,0,0,0,0,0,0,0,0,,0,0,, +booneik01,1932,1,BRO,NL,13,21,2,3,1,0,0,2,0,,5,2,,0,0,, +bottoji01,1932,1,SLN,NL,91,311,45,92,16,3,11,48,2,,25,32,,1,2,, +bowlegr01,1932,1,CHA,AL,4,2,0,0,0,0,0,0,0,0,0,1,,0,0,, +bowmajo01,1932,1,PHA,AL,7,1,0,1,0,0,0,0,0,0,0,0,,0,0,, +brameer01,1932,1,PIT,NL,26,20,2,5,0,0,0,2,0,,0,4,,1,0,, +branded01,1932,1,BSN,NL,35,92,9,19,1,0,0,11,0,,2,6,,0,5,, +brenzbi01,1932,1,PIT,NL,9,24,0,1,1,0,0,2,0,,0,4,,0,0,, +bressru01,1932,1,PHI,NL,27,83,9,19,6,1,0,6,0,,2,5,,0,1,, +bressru01,1932,2,SLN,NL,10,19,0,3,0,0,0,2,0,,0,1,,0,2,, +brickfr01,1932,1,PHI,NL,45,66,9,22,6,1,0,2,2,,4,5,,2,0,, +bridgto01,1932,1,DET,AL,34,67,5,11,1,1,0,4,0,0,7,24,,0,5,, +brownbo02,1932,1,BSN,NL,35,67,4,13,1,0,0,5,0,,3,16,,0,5,, +browncl01,1932,1,CLE,AL,39,100,13,25,4,2,2,18,0,0,8,13,,1,5,, +brownju01,1932,1,NYA,AL,19,23,3,4,1,0,0,1,0,0,0,8,,0,1,, +brownll01,1932,1,WS1,AL,46,70,4,7,2,1,0,5,0,0,0,25,,0,6,, +brubabi01,1932,1,PIT,NL,7,24,3,10,3,0,0,4,1,,3,4,,0,0,, +burkebo01,1932,1,WS1,AL,23,25,2,5,2,0,0,1,0,0,1,6,,0,1,, +burnejo01,1932,1,CLE,AL,129,512,81,152,23,5,4,53,2,5,46,27,,4,11,, +burnsja02,1932,1,SLA,AL,150,617,111,188,33,8,11,70,17,11,61,43,,1,21,, +bushgu01,1932,1,CHN,NL,40,84,6,15,2,1,0,1,0,,4,12,,0,6,, +byrdsa01,1932,1,NYA,AL,105,209,49,62,12,1,8,30,1,2,30,20,,0,4,, +cainsu01,1932,1,PHA,AL,10,12,0,3,0,0,0,0,0,0,2,3,,0,0,, +caldwbr01,1932,1,BRO,NL,7,11,2,1,0,0,0,2,0,,2,2,,0,0,, +campbbr01,1932,1,CHA,AL,7,18,3,4,1,0,0,2,0,1,0,2,,0,0,, +campbbr01,1932,2,SLA,AL,139,593,83,169,35,11,14,85,7,5,40,102,,6,3,, +cantwbe01,1932,1,BSN,NL,37,50,3,14,0,0,0,4,0,,1,3,,0,0,, +carawpa01,1932,1,CHA,AL,19,21,1,3,0,0,0,0,0,0,1,2,,0,1,, +carlete01,1932,1,SLN,NL,44,60,5,9,0,0,1,6,0,,1,18,,0,0,, +carroow01,1932,1,CIN,NL,35,77,4,16,4,0,0,5,0,,5,4,,0,2,, +chagnle01,1932,1,PIT,NL,30,40,3,9,2,2,0,2,0,,0,6,,0,1,, +chambbi02,1932,1,CHA,AL,12,10,1,1,0,0,0,0,0,0,1,2,,0,0,, +chapmbe01,1932,1,NYA,AL,151,581,101,174,41,15,10,107,38,18,71,55,,5,5,, +cihoced01,1932,1,PHA,AL,1,1,0,0,0,0,0,0,0,0,0,0,,0,0,, +cissebi01,1932,1,CHA,AL,12,43,7,11,1,1,1,5,0,0,1,0,,0,0,, +cissebi01,1932,2,CLE,AL,131,541,78,173,35,6,6,93,18,15,28,25,,1,6,, +clancbu01,1932,1,BRO,NL,53,196,14,60,4,2,0,16,0,,6,13,,0,2,, +clarkea01,1932,1,BSN,NL,50,44,11,11,2,0,0,4,1,,2,7,,0,1,, +clarkwa02,1932,1,BRO,NL,40,97,9,21,1,0,0,5,0,,6,13,,0,4,, +cochrmi01,1932,1,PHA,AL,139,518,118,152,35,4,23,112,0,1,100,22,,4,3,, +coffmdi01,1932,1,SLA,AL,9,22,0,1,0,0,0,0,0,0,3,6,,0,0,, +coffmdi01,1932,2,WS1,AL,22,22,2,2,1,1,0,1,0,0,1,7,,0,0,, +cohenal01,1932,1,BRO,NL,9,32,1,5,1,0,0,1,0,,3,7,,0,1,, +colemed01,1932,1,PHA,AL,26,73,13,25,7,1,1,13,1,0,1,6,,0,0,, +colliph01,1932,1,PHI,NL,43,68,9,18,0,2,0,7,0,,4,10,,0,0,, +colliri02,1932,1,SLN,NL,149,549,82,153,28,8,21,91,4,,38,67,,3,8,, +combsea01,1932,1,NYA,AL,144,591,143,190,32,10,9,65,3,9,81,16,,2,1,, +comorad01,1932,1,PIT,NL,108,370,54,106,18,4,4,46,7,,25,20,,3,13,, +connabr01,1932,1,CLE,AL,23,60,8,14,3,1,0,4,1,0,4,8,,0,0,, +connasa01,1932,1,CLE,AL,35,40,5,7,1,1,1,5,0,0,1,15,,0,2,, +connoed01,1932,1,BOS,AL,75,222,9,50,8,4,0,21,0,1,20,27,,0,2,, +cookedu01,1932,1,NYA,AL,3,0,1,0,0,0,0,0,0,0,1,0,,0,0,, +coonebo01,1932,1,SLA,AL,24,22,1,0,0,0,0,1,0,0,2,5,,0,0,, +crabtes01,1932,1,CIN,NL,108,402,38,110,14,9,2,35,2,,23,26,,2,10,, +cramedo01,1932,1,PHA,AL,92,384,73,129,27,6,3,46,3,1,17,27,,2,4,, +critzhu01,1932,1,NY1,NL,151,659,90,182,32,7,2,50,3,,34,27,,1,6,, +cronijo01,1932,1,WS1,AL,143,557,95,177,43,18,6,116,7,5,66,45,,3,3,, +crosefr01,1932,1,NYA,AL,116,398,47,96,20,9,5,57,3,2,51,51,,5,7,, +crowdal01,1932,1,WS1,AL,51,122,11,27,2,2,0,9,0,1,4,10,,0,5,, +cuccito01,1932,1,BRO,NL,154,597,76,168,32,6,12,77,5,,46,47,,4,9,, +cunnibr01,1932,1,BSN,NL,18,9,2,2,1,0,0,1,0,,4,2,,0,0,, +cunnira01,1932,1,SLN,NL,11,22,4,4,1,0,0,0,0,,3,4,,0,1,, +cuyleki01,1932,1,CHN,NL,110,446,58,130,19,9,10,77,9,,29,43,,4,10,, +daglipe01,1932,1,CHA,AL,12,13,0,1,0,0,0,2,0,0,1,3,,0,2,, +davisha02,1932,1,DET,AL,141,590,92,159,32,13,4,74,12,7,60,53,,2,17,, +daviski01,1932,1,PHI,NL,137,576,100,178,39,6,5,57,16,,44,56,,1,8,, +davissp01,1932,1,PHI,NL,125,402,44,135,23,5,14,70,1,,40,39,,2,4,, +deandi01,1932,1,SLN,NL,47,97,10,25,5,0,2,12,0,,0,10,,0,8,, +delanbi02,1932,1,SLN,NL,8,26,1,5,0,2,0,2,0,,2,1,,0,0,, +delkeed01,1932,1,SLN,NL,20,42,1,5,4,0,0,2,0,,8,7,,0,0,, +delkeed01,1932,2,PHI,NL,30,62,7,10,1,1,1,7,0,,6,14,,0,4,, +demarfr02,1932,1,CHN,NL,23,56,4,14,3,0,0,6,0,,2,7,,1,2,, +derripa01,1932,1,SLN,NL,39,73,8,13,4,0,0,4,0,,2,11,,1,3,, +desauge01,1932,1,DET,AL,28,72,8,17,2,0,0,2,0,0,13,11,,1,1,, +deshoji01,1932,1,PHA,AL,6,3,0,0,0,0,0,0,0,0,0,3,,0,0,, +devench01,1932,1,NYA,AL,1,2,0,0,0,0,0,0,0,0,1,0,,0,1,, +dickebi01,1932,1,NYA,AL,108,423,66,131,20,4,15,84,2,4,34,13,,0,2,, +doljafr01,1932,1,DET,AL,8,26,5,10,1,0,1,7,1,0,2,2,,0,0,, +donohpe01,1932,1,BOS,AL,4,3,0,0,0,0,0,0,0,0,0,1,,0,0,, +douthta01,1932,1,CIN,NL,96,333,28,81,12,1,0,25,3,,31,29,,2,9,, +dudlecl01,1932,1,PHI,NL,23,14,5,4,0,1,1,2,0,,3,5,,1,0,, +dugasgu01,1932,1,PIT,NL,55,97,13,23,3,3,3,12,0,,7,11,,0,0,, +durhaed01,1932,1,BOS,AL,35,57,2,7,0,0,0,1,0,0,4,16,,0,1,, +durocle01,1932,1,CIN,NL,143,457,43,99,22,5,1,33,3,,36,40,,1,10,, +dykesji01,1932,1,PHA,AL,153,558,71,148,29,5,7,90,8,2,77,65,,4,8,, +earnsge01,1932,1,PHA,AL,36,91,10,26,4,1,0,9,0,0,0,12,,0,11,, +eckhaox01,1932,1,BSN,NL,8,8,1,2,0,0,0,1,0,,0,1,,0,0,, +edeleed01,1932,1,WS1,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ellioha01,1932,1,PHI,NL,16,18,0,3,0,0,0,0,0,,2,8,,0,0,, +ellioju01,1932,1,PHI,NL,39,61,7,12,1,0,0,3,0,,3,14,,0,0,, +englich01,1932,1,CHA,AL,24,63,7,20,3,1,1,8,0,0,3,7,,0,0,, +engligi01,1932,1,NY1,NL,59,204,22,46,7,5,2,19,0,,5,20,,0,4,, +engliwo01,1932,1,CHN,NL,127,522,70,142,23,7,3,47,5,,55,73,,2,12,, +evansar01,1932,1,CHA,AL,7,5,0,0,0,0,0,0,0,0,2,3,,0,0,, +faberre01,1932,1,CHA,AL,42,18,0,4,1,0,0,1,0,0,8,7,,0,4,, +farredo01,1932,1,NYA,AL,26,63,4,11,1,1,0,4,0,0,2,8,,1,1,, +ferreri01,1932,1,SLA,AL,126,438,67,138,30,5,2,65,5,5,66,18,,1,9,, +ferrewe01,1932,1,CLE,AL,55,128,14,31,5,2,2,18,0,0,6,21,,0,6,, +fiebecl01,1932,1,CHA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +finneha02,1932,1,PIT,NL,31,33,14,7,3,0,0,4,0,,3,4,,1,1,, +finnne01,1932,1,BRO,NL,65,189,22,45,5,2,0,14,2,,11,15,,1,1,, +fischca01,1932,1,WS1,AL,12,15,1,3,1,0,0,0,0,0,2,6,,0,2,, +fischca01,1932,2,SLA,AL,24,34,3,9,1,0,0,0,0,0,1,9,,0,3,, +fishesh01,1932,1,SLA,AL,18,22,2,4,0,0,0,2,0,0,2,5,,0,0,, +fitzsfr01,1932,1,NY1,NL,35,86,10,19,3,1,2,10,0,,0,12,,1,6,, +floweja01,1932,1,SLN,NL,67,247,35,63,11,1,2,18,7,,31,18,,1,2,, +fonsele01,1932,1,CHA,AL,18,37,0,5,1,0,0,6,0,0,1,7,,0,1,, +fordho01,1932,1,SLN,NL,1,2,0,0,0,0,0,0,0,,0,0,,0,0,, +fordho01,1932,2,BSN,NL,40,95,9,26,5,2,0,6,0,,6,9,,1,4,, +fothebo01,1932,1,CHA,AL,116,346,36,102,24,1,7,50,4,4,27,10,,1,2,, +foxxji01,1932,1,PHA,AL,154,585,151,213,33,9,58,169,3,7,116,96,,0,0,, +frankfr02,1932,1,BSN,NL,40,30,3,3,0,0,0,2,0,,2,4,,1,2,, +frasivi01,1932,1,CHA,AL,29,44,2,4,1,0,0,0,0,0,3,14,,0,5,, +fredejo01,1932,1,BRO,NL,118,384,54,115,28,2,16,56,1,,25,35,,4,1,, +freitto01,1932,1,PHA,AL,23,54,7,8,1,0,0,3,0,0,8,22,,0,8,, +frencla01,1932,1,PIT,NL,47,92,7,19,3,1,0,4,1,,1,16,,0,4,, +freybe01,1932,1,SLN,NL,2,1,0,0,0,0,0,0,0,,0,1,,0,0,, +freybe01,1932,2,CIN,NL,28,44,2,9,0,0,0,2,0,,2,10,,0,0,, +fribebe01,1932,1,PHI,NL,61,154,17,37,8,2,0,14,0,,19,23,,0,5,, +friedbo01,1932,1,WS1,AL,2,1,0,0,0,0,0,0,0,0,0,0,,0,0,, +friscfr01,1932,1,SLN,NL,115,486,59,142,26,2,3,60,18,,25,13,,0,2,, +fullich01,1932,1,NY1,NL,96,235,35,70,14,3,1,21,1,,11,12,,1,3,, +funkli01,1932,1,CHA,AL,122,440,59,114,21,5,2,40,17,15,43,19,,0,11,, +gallaed01,1932,1,BOS,AL,9,5,0,0,0,0,0,0,0,0,0,3,,0,0,, +galliph01,1932,1,CHA,AL,13,8,1,3,0,0,0,0,0,0,0,2,,0,0,, +garmsde01,1932,1,SLA,AL,34,134,20,38,7,1,1,8,4,3,17,7,,0,1,, +gastomi01,1932,1,CHA,AL,28,60,6,14,4,0,0,10,0,0,1,15,,1,0,, +gehrich01,1932,1,DET,AL,152,618,112,184,44,11,19,107,9,8,68,34,,3,3,, +gehrilo01,1932,1,NYA,AL,156,596,138,208,42,9,34,151,4,11,108,38,,3,1,, +gelbech01,1932,1,SLN,NL,122,455,60,122,28,9,1,45,8,,39,30,,3,6,, +gibsosa01,1932,1,NY1,NL,41,19,1,5,0,0,0,1,0,,0,0,,0,1,, +gilbewa01,1932,1,CIN,NL,114,420,35,90,18,2,1,40,2,,20,23,,1,9,, +glennjo02,1932,1,NYA,AL,6,16,0,2,0,0,0,0,0,0,1,5,,1,0,, +goldsiz01,1932,1,DET,AL,16,17,3,5,1,0,0,3,0,0,0,1,,0,0,, +gomezle01,1932,1,NYA,AL,37,104,9,18,2,0,0,15,0,0,6,36,,0,5,, +gonzami01,1932,1,SLN,NL,17,14,0,2,0,0,0,3,0,,0,2,,0,0,, +gosligo01,1932,1,SLA,AL,150,572,88,171,28,9,17,104,12,9,92,35,,2,1,, +grabore01,1932,1,PHI,NL,14,6,0,0,0,0,0,0,0,,1,2,,0,1,, +graceea01,1932,1,PIT,NL,115,390,41,107,17,5,8,55,0,,14,23,,3,4,, +grantge01,1932,1,CIN,NL,126,493,81,144,29,6,6,39,4,,56,40,,0,11,, +graydo02,1932,1,SLA,AL,52,62,2,13,3,0,0,3,0,0,3,17,,0,1,, +gregopa01,1932,1,CHA,AL,33,38,2,3,1,0,0,1,0,0,3,9,,0,3,, +grimebu01,1932,1,CHN,NL,30,44,4,11,1,0,0,5,1,,0,9,,1,5,, +grimeed01,1932,1,SLA,AL,31,68,7,16,0,1,0,13,0,1,6,12,,0,2,, +grimmch01,1932,1,CHN,NL,149,570,66,175,42,2,7,80,2,,35,22,,2,9,, +groskho01,1932,1,PIT,NL,17,20,1,2,0,0,0,0,0,,0,3,,0,1,, +grovele01,1932,1,PHA,AL,44,107,10,18,1,0,4,12,0,0,5,51,,0,4,, +grubefr01,1932,1,CHA,AL,93,277,36,78,16,2,0,31,6,1,33,13,,2,6,, +gudatma01,1932,1,CHN,NL,60,94,15,24,4,1,1,15,0,,16,10,,1,1,, +haasmu01,1932,1,PHA,AL,143,558,91,170,28,5,6,65,1,0,62,49,,2,27,, +hackst01,1932,1,CHN,NL,72,178,32,42,5,6,2,19,5,,17,16,,1,2,, +hadlebu01,1932,1,CHA,AL,3,6,0,1,0,0,0,0,0,0,0,2,,0,0,, +hadlebu01,1932,2,SLA,AL,40,78,4,22,3,1,0,6,0,0,8,14,,0,6,, +hafeych01,1932,1,CIN,NL,83,253,34,87,19,3,2,36,4,,22,20,,3,0,, +haineje01,1932,1,SLN,NL,20,27,1,5,0,0,1,3,0,,0,2,,0,4,, +hallabi01,1932,1,SLN,NL,28,56,3,12,2,1,0,2,1,,5,12,,0,4,, +hansesn01,1932,1,PHI,NL,39,63,5,8,1,0,0,2,0,,3,19,,0,4,, +hardeme01,1932,1,CLE,AL,39,94,11,17,7,1,0,13,0,0,5,25,,0,2,, +hargrpi01,1932,1,BSN,NL,82,217,20,57,14,3,4,33,1,,24,18,,0,3,, +harribi01,1932,1,PIT,NL,37,55,3,10,2,0,0,4,0,,0,9,,0,0,, +harrida01,1932,1,WS1,AL,81,156,26,51,7,4,6,29,4,4,19,34,,0,2,, +hartnga01,1932,1,CHN,NL,121,406,52,110,25,3,12,52,0,,51,59,,1,4,, +hayesja02,1932,1,CHA,AL,117,475,53,122,20,5,2,54,7,4,30,28,,1,5,, +haywora01,1932,1,DET,AL,109,338,41,99,20,2,2,44,1,1,31,22,,1,4,, +healyfr01,1932,1,NY1,NL,14,32,5,8,2,0,0,4,0,,2,8,,0,0,, +heathcl01,1932,1,CIN,NL,8,3,3,0,0,0,0,0,0,,0,0,,0,0,, +heathcl01,1932,2,PHI,NL,30,39,7,11,2,0,1,5,0,,3,3,,0,2,, +heathmi01,1932,1,CIN,NL,39,134,14,27,1,3,0,15,0,,20,23,,1,3,, +heberwa01,1932,1,SLA,AL,35,34,5,12,2,0,0,2,0,0,0,8,,0,2,, +heilmha01,1932,1,CIN,NL,15,31,3,8,2,0,0,6,0,,0,2,,0,0,, +heimafr01,1932,1,BRO,NL,37,55,9,9,2,0,1,4,0,,4,18,,0,3,, +hemslro01,1932,1,CHN,NL,60,151,27,36,10,3,4,20,2,,10,16,,0,4,, +hendrha01,1932,1,SLN,NL,28,72,8,18,2,0,1,5,0,,5,9,,0,0,, +hendrha01,1932,2,CIN,NL,94,398,56,120,30,3,4,40,3,,23,29,,1,6,, +hermaba01,1932,1,CIN,NL,148,577,87,188,38,19,16,87,7,,60,45,,0,5,, +hermabi01,1932,1,CHN,NL,154,656,102,206,42,7,1,51,14,,40,33,,5,22,, +herriar01,1932,1,DET,AL,12,4,1,0,0,0,0,0,0,0,1,2,,0,0,, +herrmle01,1932,1,CHN,NL,7,2,0,1,0,0,0,0,0,,0,1,,0,0,, +hevinjo01,1932,1,PHA,AL,33,77,14,21,6,1,0,10,0,0,7,6,,0,1,, +highan01,1932,1,CIN,NL,84,191,16,36,4,2,0,12,1,,23,6,,0,7,, +hilchwh01,1932,1,CIN,NL,11,3,0,1,0,0,0,0,0,,1,1,,0,0,, +hildeor01,1932,1,CLE,AL,27,48,1,7,1,0,0,3,0,0,1,5,,0,3,, +hoagmy01,1932,1,NYA,AL,46,54,18,20,5,0,1,7,1,1,7,13,,0,0,, +hodapjo01,1932,1,CLE,AL,7,16,2,2,1,0,0,0,0,0,0,2,,0,2,, +hodapjo01,1932,2,CHA,AL,68,176,21,40,8,0,3,20,1,0,11,3,,0,2,, +hogansh01,1932,1,NY1,NL,140,502,36,144,18,2,8,77,0,,26,22,,1,0,, +hogsech01,1932,1,DET,AL,48,57,11,14,2,0,2,5,0,0,4,18,,0,4,, +holladu01,1932,1,BSN,NL,39,156,15,46,11,1,1,18,0,,12,20,,0,1,, +holleed01,1932,1,PHI,NL,34,91,6,12,0,0,0,5,0,,1,24,,1,2,, +holmwa01,1932,1,SLN,NL,11,17,2,3,1,0,0,1,0,,3,1,,1,0,, +hornsro01,1932,1,CHN,NL,19,58,10,13,2,0,1,7,0,,10,4,,2,0,, +hoytwa01,1932,1,BRO,NL,8,6,0,0,0,0,0,0,0,,0,2,,0,0,, +hoytwa01,1932,2,NY1,NL,18,31,1,3,1,0,0,1,0,,0,4,,0,2,, +hubbeca01,1932,1,NY1,NL,40,108,11,26,3,1,1,6,0,,2,11,,0,4,, +hudliwi01,1932,1,CLE,AL,33,64,10,13,2,0,0,10,0,0,6,14,,2,3,, +huntjo01,1932,1,SLN,NL,12,21,0,4,1,0,0,3,0,,4,3,,0,0,, +hurstdo01,1932,1,PHI,NL,150,579,109,196,41,4,24,143,10,,65,27,,7,14,, +jackstr01,1932,1,NY1,NL,52,195,23,50,17,1,4,38,1,,13,16,,2,1,, +jamiech01,1932,1,CLE,AL,16,16,0,1,1,0,0,0,0,0,2,3,,1,0,, +jenkito01,1932,1,SLA,AL,25,62,5,20,1,0,0,5,0,0,1,6,,0,0,, +jensewo01,1932,1,PIT,NL,7,5,2,0,0,0,0,0,0,,0,2,,0,0,, +johnsha01,1932,1,NYA,AL,6,13,1,3,1,0,0,2,0,0,0,1,,0,0,, +johnsro02,1932,1,DET,AL,49,195,33,49,14,2,3,22,7,2,20,26,,1,0,, +johnsro02,1932,2,BOS,AL,94,349,70,104,24,4,11,47,13,4,44,41,,1,0,, +johnssi01,1932,1,CIN,NL,42,80,3,10,0,0,0,3,0,,3,15,,0,2,, +johnssy01,1932,1,SLN,NL,32,51,0,10,1,0,0,5,0,,0,13,,0,3,, +jollesm01,1932,1,CHA,AL,12,42,3,15,3,0,0,7,1,0,3,0,,1,0,, +jollesm01,1932,2,BOS,AL,137,531,57,164,27,5,18,99,0,5,27,29,,2,0,, +jonesar01,1932,1,BRO,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jonesjo02,1932,1,PHA,AL,4,6,0,1,0,0,0,0,0,0,0,3,,0,0,, +jonessa01,1932,1,CHA,AL,39,57,12,11,2,0,0,5,1,0,9,22,,0,8,, +jordabu01,1932,1,BSN,NL,49,212,27,68,12,3,2,29,1,,4,5,,0,3,, +jorgear01,1932,1,NYA,AL,56,151,13,33,7,1,2,19,0,0,14,11,,0,1,, +judgejo01,1932,1,WS1,AL,82,291,45,75,16,3,3,29,3,3,37,19,,1,2,, +jurgebi01,1932,1,CHN,NL,115,396,40,100,24,4,2,52,1,,19,26,,1,10,, +kammwi01,1932,1,CLE,AL,148,524,76,150,34,9,3,83,6,3,75,36,,3,13,, +kellyge01,1932,1,BRO,NL,64,202,23,49,9,1,4,22,0,,22,27,,0,2,, +kerrjo01,1932,1,WS1,AL,51,132,14,36,6,1,0,15,3,2,13,3,,0,3,, +kimsech01,1932,1,SLA,AL,34,18,1,6,1,0,0,1,0,0,1,4,,0,0,, +kimsech01,1932,2,CHA,AL,7,2,0,0,0,0,0,0,0,0,0,0,,0,0,, +kingdwe01,1932,1,WS1,AL,18,34,10,11,3,1,0,3,0,0,5,2,,0,0,, +kleinch01,1932,1,PHI,NL,154,650,152,226,50,15,38,137,20,,60,49,,1,0,, +klinebo01,1932,1,BOS,AL,47,54,0,7,1,1,0,1,0,0,0,13,,0,4,, +klozana01,1932,1,SLA,AL,19,13,4,2,0,1,0,2,0,0,4,4,,0,0,, +knothfr01,1932,1,BSN,NL,89,344,45,82,19,1,1,36,5,,39,37,,1,4,, +knothge01,1932,1,PHI,NL,6,12,2,1,1,0,0,0,0,,0,0,,0,0,, +koenele01,1932,1,NY1,NL,42,137,33,35,5,0,4,14,3,,11,13,,2,4,, +koenima01,1932,1,CHN,NL,33,102,15,36,5,1,3,11,0,,3,5,,1,0,, +kolpra01,1932,1,CIN,NL,32,49,2,9,0,0,0,3,0,,0,4,,0,2,, +kowalfa01,1932,1,CHA,AL,6,13,2,5,2,0,0,2,0,0,1,0,,0,0,, +krausle01,1932,1,PHA,AL,20,15,0,2,0,0,0,0,0,0,3,10,,0,2,, +kremera01,1932,1,PIT,NL,11,19,1,2,0,0,0,0,0,,0,3,,0,2,, +kressre01,1932,1,SLA,AL,14,52,2,9,0,1,2,9,1,1,4,6,,0,1,, +kressre01,1932,2,CHA,AL,135,515,83,147,42,4,9,57,6,3,47,36,,1,6,, +kuheljo01,1932,1,WS1,AL,101,347,52,101,21,5,4,52,5,2,32,19,,1,0,, +laryly01,1932,1,NYA,AL,91,280,56,65,14,4,3,39,9,3,52,28,,3,4,, +lawrebi01,1932,1,DET,AL,25,46,10,10,1,0,0,3,0,2,5,5,,0,4,, +lazzeto01,1932,1,NYA,AL,142,510,79,153,28,16,15,113,11,11,82,64,,2,7,, +leachfr01,1932,1,BSN,NL,84,223,21,55,9,2,1,29,1,,18,10,,1,2,, +leeha01,1932,1,PHI,NL,149,595,76,180,42,10,18,85,6,,36,45,,1,6,, +lehenre01,1932,1,BOS,AL,2,1,0,0,0,0,0,0,0,0,0,0,,0,0,, +leslisa01,1932,1,NY1,NL,77,75,5,22,4,0,1,15,0,,2,5,,2,0,, +leveyji01,1932,1,SLA,AL,152,568,59,159,30,8,4,63,6,4,21,48,,4,11,, +lindsfr01,1932,1,NY1,NL,144,595,83,161,26,5,15,92,6,,27,28,,1,3,, +lindsji01,1932,1,SLN,NL,33,21,1,3,0,0,0,1,0,,0,4,,0,3,, +lisenho01,1932,1,BOS,AL,19,21,0,1,0,0,0,0,0,0,2,7,,0,3,, +liskaad01,1932,1,PHI,NL,8,7,0,0,0,0,0,0,0,,0,2,,0,0,, +lombaer01,1932,1,CIN,NL,118,413,43,125,22,9,11,68,0,,41,19,,4,0,, +lopezal01,1932,1,BRO,NL,126,404,44,111,18,6,1,43,3,,34,35,,0,6,, +lucasjo01,1932,1,BOS,AL,1,1,0,0,0,0,0,0,0,0,0,0,,0,0,, +lucasre01,1932,1,CIN,NL,76,150,13,43,11,2,0,19,0,,10,9,,1,3,, +luquedo01,1932,1,NY1,NL,38,25,1,1,1,0,0,0,0,,2,6,,0,0,, +lyonste01,1932,1,CHA,AL,49,73,11,19,2,1,1,10,0,0,4,10,,1,6,, +macfada01,1932,1,BOS,AL,12,25,0,3,1,0,0,3,0,0,0,14,,0,2,, +macfada01,1932,2,NYA,AL,17,49,7,5,3,0,0,2,0,0,2,15,,0,2,, +madjeed01,1932,1,PHA,AL,17,35,4,8,0,0,0,3,0,0,3,6,,0,0,, +mahafro01,1932,1,PHA,AL,37,87,7,15,1,1,1,6,0,0,3,37,,0,2,, +mallole01,1932,1,PHI,NL,103,347,44,90,16,0,5,31,1,,28,28,,2,9,, +malonpa02,1932,1,CHN,NL,37,78,7,14,2,0,1,7,0,,3,17,,0,8,, +mancugu01,1932,1,SLN,NL,103,310,25,88,23,1,5,43,0,,30,15,,0,4,, +mangule01,1932,1,BSN,NL,7,2,0,0,0,0,0,0,0,,0,0,,0,0,, +maniocl01,1932,1,CIN,NL,49,135,7,28,4,0,0,12,0,,14,16,,0,3,, +manushe01,1932,1,WS1,AL,149,625,121,214,41,14,14,116,7,2,36,29,,5,11,, +mapleho01,1932,1,WS1,AL,44,41,6,10,0,1,0,7,0,0,7,7,,1,0,, +maranra01,1932,1,BSN,NL,149,571,67,134,20,4,0,37,4,,46,28,,3,15,, +marbefi01,1932,1,WS1,AL,54,66,5,11,1,1,0,7,0,0,2,12,,0,0,, +marrobu01,1932,1,DET,AL,18,19,2,3,1,1,0,0,0,0,0,6,,0,1,, +marshdo02,1932,1,NY1,NL,68,226,18,56,8,1,0,28,1,,6,11,,1,0,, +martipe01,1932,1,SLN,NL,85,323,47,77,19,6,4,34,9,,30,31,,1,1,, +mayja01,1932,1,CHN,NL,35,8,0,1,0,0,0,0,0,,1,1,,0,0,, +mcafebi01,1932,1,WS1,AL,8,18,1,2,0,0,0,0,0,0,0,2,,0,2,, +mccurha01,1932,1,PHI,NL,62,136,13,32,6,1,1,14,0,,17,13,,1,3,, +mckaiha01,1932,1,CHA,AL,8,1,0,0,0,0,0,0,0,0,0,0,,0,0,, +mckeiti01,1932,1,PHA,AL,4,3,0,0,0,0,0,0,0,0,2,2,,0,0,, +mclarar01,1932,1,NY1,NL,9,23,2,3,1,0,0,3,0,,1,3,,0,2,, +mclauji02,1932,1,SLA,AL,1,1,0,0,0,0,0,1,0,0,0,0,,0,0,, +mclauju01,1932,1,BOS,AL,1,1,0,0,0,0,0,0,0,0,0,1,,0,0,, +mcleoji01,1932,1,WS1,AL,7,0,1,0,0,0,0,0,0,0,1,0,,0,0,, +mcmanma01,1932,1,BOS,AL,93,302,39,71,19,4,5,24,1,2,36,30,,0,5,, +mcnaier01,1932,1,PHA,AL,135,554,87,158,47,3,18,95,8,4,28,29,,3,6,, +mcnaugo01,1932,1,BOS,AL,6,8,1,2,1,0,0,0,0,0,0,3,,0,0,, +medwijo01,1932,1,SLN,NL,26,106,13,37,12,1,2,12,3,,2,10,,1,0,, +meinehe01,1932,1,PIT,NL,28,61,3,10,1,0,0,4,0,,0,9,,0,5,, +melilsk01,1932,1,SLA,AL,154,612,71,148,19,11,3,66,6,6,36,42,,2,9,, +michajo02,1932,1,BOS,AL,29,21,1,3,0,0,0,0,0,0,1,2,,0,0,, +millebi02,1932,1,PHA,AL,95,305,40,90,17,4,7,58,7,3,20,11,,2,3,, +milleot02,1932,1,BOS,AL,2,2,0,0,0,0,0,0,0,0,0,0,,0,0,, +mitchcl01,1932,1,NY1,NL,8,10,2,2,0,0,0,0,0,,1,1,,0,0,, +montaed01,1932,1,CLE,AL,66,192,29,47,5,1,0,24,3,3,21,24,,2,10,, +mooneji01,1932,1,NY1,NL,29,41,4,5,0,0,0,1,0,,3,3,,0,0,, +moonle01,1932,1,CLE,AL,1,2,0,1,0,0,0,1,0,0,0,1,,0,0,, +moorecy01,1932,1,BRO,NL,21,14,1,3,0,0,0,1,0,,1,3,,0,0,, +mooreed01,1932,1,NY1,NL,37,87,9,23,3,0,1,6,1,,9,6,,1,0,, +mooreji01,1932,1,CHA,AL,1,1,0,0,0,0,0,0,0,0,0,0,,0,0,, +moorejo01,1932,1,CHN,NL,119,443,59,135,24,5,13,64,4,,22,38,,3,7,, +moorejo02,1932,1,NY1,NL,86,361,53,110,15,2,2,27,4,,20,18,,0,0,, +moorera01,1932,1,BSN,NL,107,351,41,103,21,2,3,43,1,,15,11,,0,6,, +moorewi01,1932,1,BOS,AL,37,22,1,1,0,0,0,0,0,0,1,11,,0,0,, +moorewi01,1932,2,NYA,AL,10,8,0,0,0,0,0,0,0,0,0,4,,0,0,, +morgaed01,1932,1,CLE,AL,144,532,96,156,32,7,4,68,7,6,94,44,,3,8,, +morrijo05,1932,1,CIN,NL,89,269,15,65,10,1,0,13,2,,14,15,,1,4,, +mullegr01,1932,1,CHA,AL,1,3,0,0,0,0,0,0,0,0,0,0,,0,0,, +mungova01,1932,1,BRO,NL,39,79,3,16,2,0,0,2,0,,3,20,,0,4,, +murphjo04,1932,1,NYA,AL,2,1,0,1,0,0,0,0,0,0,0,0,,0,0,, +musseda01,1932,1,WS1,AL,1,2,0,1,0,0,0,0,0,0,0,0,,0,0,, +myattgl01,1932,1,CLE,AL,82,252,45,62,12,1,8,46,2,2,27,21,,3,10,, +myerbu01,1932,1,WS1,AL,143,577,120,161,38,16,5,52,12,7,69,33,,4,11,, +newsobo01,1932,1,CHN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nichoch01,1932,1,PHI,NL,11,4,0,0,0,0,0,0,0,,0,1,,0,0,, +normabi01,1932,1,CHA,AL,13,48,6,11,3,1,0,2,0,0,2,3,,0,1,, +odoulle01,1932,1,BRO,NL,148,595,120,219,32,8,21,90,11,,50,20,,7,5,, +ofarrbo01,1932,1,NY1,NL,50,67,7,16,3,0,0,8,0,,11,10,,1,1,, +ogdenja01,1932,1,CIN,NL,27,12,3,2,1,0,0,0,0,,1,2,,0,0,, +oliveto01,1932,1,BOS,AL,122,455,39,120,23,3,0,37,1,6,25,12,,2,11,, +olsonma01,1932,1,BOS,AL,115,403,58,100,14,6,0,25,1,5,61,26,,0,12,, +orsater01,1932,1,SLN,NL,101,375,44,126,27,6,2,44,5,,18,29,,1,3,, +ottme01,1932,1,NY1,NL,154,566,119,180,30,8,38,123,6,,100,39,,4,3,, +paddeto01,1932,1,PIT,NL,47,118,13,31,6,1,0,10,0,,9,7,,0,1,, +parmero01,1932,1,NY1,NL,8,5,0,2,1,0,0,0,0,,0,2,,0,0,, +patteha03,1932,1,BOS,AL,1,1,0,0,0,0,0,0,0,0,0,0,,0,0,, +pearsmo01,1932,1,CLE,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pennohe01,1932,1,NYA,AL,22,53,4,8,2,0,0,6,0,0,7,5,,0,5,, +peppera01,1932,1,SLN,NL,21,57,3,14,2,1,0,7,1,,5,13,,0,0,, +phelpra01,1932,1,BRO,NL,20,23,0,2,0,0,0,2,0,,3,9,,0,2,, +philled01,1932,1,NYA,AL,9,31,4,9,1,0,2,4,1,0,2,3,,0,0,, +picinva01,1932,1,BRO,NL,41,70,8,18,6,0,1,11,0,,4,8,,0,0,, +pickeur01,1932,1,BOS,AL,132,457,47,119,28,5,2,40,3,4,39,71,,1,7,, +pietto01,1932,1,PIT,NL,154,574,66,162,25,8,7,85,19,,46,56,,7,8,, +pipgred01,1932,1,BRO,NL,5,2,0,0,0,0,0,0,0,,0,2,,0,0,, +pipgrge01,1932,1,NYA,AL,32,82,4,18,1,1,0,10,0,0,2,19,,0,5,, +pollilo01,1932,1,SLA,AL,5,2,1,1,0,0,0,1,0,0,0,0,,0,0,, +portedi01,1932,1,CLE,AL,146,621,106,191,42,8,4,60,2,4,64,43,,1,14,, +poserbo01,1932,1,CHA,AL,5,3,0,0,0,0,0,0,0,0,1,1,,0,0,, +powermi01,1932,1,CLE,AL,14,33,4,6,4,0,0,5,0,0,2,2,,0,0,, +pruethu01,1932,1,BSN,NL,18,19,0,2,0,0,0,0,0,,2,7,,0,0,, +puccige01,1932,1,SLN,NL,31,108,17,30,8,0,3,11,1,,12,13,,0,0,, +pytlafr01,1932,1,CLE,AL,12,29,5,7,1,1,0,4,0,0,3,2,,1,3,, +quinnja01,1932,1,BRO,NL,42,20,0,4,1,0,0,3,0,,1,5,,0,3,, +raglafr01,1932,1,WS1,AL,12,11,0,3,1,0,0,0,0,0,0,3,,0,0,, +rederjo01,1932,1,BOS,AL,17,37,4,5,1,0,0,3,0,0,6,6,,0,0,, +reeseji01,1932,1,SLN,NL,90,309,38,82,15,0,2,26,4,,20,19,,2,2,, +reisbo01,1932,1,BRO,NL,1,4,0,1,0,0,0,0,0,,0,1,,0,0,, +reissal01,1932,1,PHA,AL,9,5,0,1,0,0,0,1,0,0,1,1,,0,0,, +reynoca01,1932,1,WS1,AL,102,406,53,124,28,7,9,63,8,4,13,19,,3,2,, +rhemfl01,1932,1,SLN,NL,6,16,2,3,2,0,0,0,0,,0,3,,0,3,, +rhemfl01,1932,2,PHI,NL,26,62,2,7,0,0,0,1,0,,1,20,,0,4,, +rhielbi01,1932,1,DET,AL,85,250,30,70,13,3,3,38,2,0,17,23,,1,2,, +rhodego01,1932,1,NYA,AL,10,7,0,2,0,0,0,0,1,0,0,3,,0,0,, +rhodego01,1932,2,BOS,AL,12,27,2,2,0,1,0,1,0,0,0,10,,0,0,, +rhyneha01,1932,1,BOS,AL,71,207,26,47,12,5,0,14,3,2,23,14,,2,1,, +ricesa01,1932,1,WS1,AL,106,288,58,93,16,7,1,34,7,4,32,6,,0,3,, +richano01,1932,1,DET,AL,69,155,13,34,5,2,0,12,5,2,9,13,,0,5,, +richapa01,1932,1,BRO,NL,3,8,0,0,0,0,0,0,0,,0,2,,0,0,, +richbla01,1932,1,CHN,NL,44,148,22,38,2,2,1,21,0,,8,4,,0,3,, +rixeyep01,1932,1,CIN,NL,25,34,2,9,1,0,0,1,0,,1,7,,0,0,, +roettos01,1932,1,PHA,AL,26,60,7,14,1,0,0,6,0,0,5,4,,0,1,, +roettwa01,1932,1,CIN,NL,106,347,26,96,18,3,3,43,0,,23,24,,1,7,, +rogelbi01,1932,1,DET,AL,144,554,88,150,29,6,9,61,14,6,50,38,,1,8,, +rommeed01,1932,1,PHA,AL,17,20,5,6,0,0,0,1,0,0,5,2,,0,0,, +rootch01,1932,1,CHN,NL,39,76,4,13,1,0,1,10,0,,0,29,,0,2,, +rosenma01,1932,1,BRO,NL,34,39,8,14,3,0,2,7,2,,0,10,,0,0,, +rothrja01,1932,1,BOS,AL,12,48,3,10,1,0,0,0,3,0,5,5,,0,0,, +rothrja01,1932,2,CHA,AL,39,64,8,12,2,1,0,6,1,0,5,9,,0,0,, +ruelmu01,1932,1,DET,AL,51,136,10,32,4,2,0,18,1,0,17,6,,0,2,, +ruffire01,1932,1,NYA,AL,55,124,20,38,6,1,3,19,0,0,6,10,,0,2,, +russeja01,1932,1,BOS,AL,13,11,1,1,0,0,0,0,0,0,0,6,,0,1,, +russeja01,1932,2,CLE,AL,18,40,2,12,1,1,0,5,0,0,2,11,,0,1,, +ruthba01,1932,1,NYA,AL,133,457,120,156,13,5,41,137,2,2,130,62,,2,0,, +saltzja01,1932,1,NYA,AL,20,47,10,6,2,1,0,5,1,1,10,10,,0,3,, +scarrru01,1932,1,PHI,NL,11,11,0,2,0,0,0,0,0,,1,2,,0,0,, +schalro01,1932,1,NYA,AL,3,12,3,3,1,0,0,0,0,0,2,2,,0,0,, +scharar01,1932,1,SLA,AL,81,303,43,92,19,2,0,42,4,8,25,10,,3,4,, +schubhe01,1932,1,DET,AL,102,340,58,92,20,6,5,52,14,5,24,37,,0,6,, +schulfr02,1932,1,SLA,AL,146,565,106,166,35,6,9,73,5,9,71,44,,0,3,, +schuljo04,1932,1,SLA,AL,15,24,2,5,2,0,0,3,0,0,1,6,,0,0,, +schuljo04,1932,2,BSN,NL,10,9,1,2,0,0,1,2,0,,2,1,,0,1,, +schulwe02,1932,1,BSN,NL,119,404,47,105,22,5,11,57,5,,27,61,,5,3,, +schumha02,1932,1,NY1,NL,30,31,3,7,0,1,0,3,0,,0,7,,0,1,, +seedsbo01,1932,1,CLE,AL,2,4,0,0,0,0,0,0,0,0,0,0,,0,0,, +seedsbo01,1932,2,CHA,AL,116,434,53,126,18,6,2,45,5,7,31,37,,3,7,, +seiboso01,1932,1,BSN,NL,28,46,2,7,0,0,0,2,0,,2,0,,0,2,, +selphca01,1932,1,CHA,AL,116,396,50,112,19,8,0,51,7,6,31,9,,4,4,, +seweljo01,1932,1,NYA,AL,125,503,95,137,21,3,11,68,0,2,56,3,,3,14,, +sewellu01,1932,1,CLE,AL,87,300,36,76,20,2,2,52,4,5,38,24,,0,5,, +sewelri01,1932,1,DET,AL,5,2,0,1,0,0,0,0,0,0,0,1,,0,0,, +shautjo01,1932,1,BRO,NL,35,45,4,9,1,0,0,7,0,,5,4,,0,1,, +sherdbi01,1932,1,BSN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sherdbi01,1932,2,SLN,NL,3,1,1,1,1,0,0,0,0,,0,0,,0,0,, +shevlji01,1932,1,CIN,NL,7,24,3,5,2,0,0,4,4,,4,0,,1,0,, +shirear01,1932,1,BSN,NL,82,298,32,71,9,3,5,30,1,,25,21,,1,4,, +siebedi01,1932,1,BRO,NL,6,7,1,2,0,0,0,0,0,,2,2,,0,0,, +simmoal01,1932,1,PHA,AL,154,670,144,216,28,9,35,151,4,2,47,76,,1,0,, +simonme01,1932,1,CHA,AL,7,5,0,0,0,0,0,0,0,0,0,1,,0,0,, +sladego01,1932,1,BRO,NL,79,250,23,60,15,1,1,23,3,,11,26,,3,5,, +smithar01,1932,1,CHA,AL,3,1,0,0,0,0,0,0,0,0,0,1,,0,0,, +smithbo02,1932,1,CHN,NL,36,42,5,10,4,1,0,4,1,,0,2,,0,0,, +smithha07,1932,1,PIT,NL,2,3,0,0,0,0,0,0,0,,0,3,,0,1,, +sorrevi01,1932,1,DET,AL,33,76,7,9,0,1,0,8,0,0,8,18,,0,5,, +spencgl01,1932,1,PIT,NL,39,37,1,6,1,0,0,0,0,,1,9,,0,3,, +spencro01,1932,1,WS1,AL,102,317,28,78,9,0,1,41,0,1,24,17,,1,5,, +spognan01,1932,1,BOS,AL,17,34,9,10,1,0,0,1,0,0,6,6,,0,0,, +spohral01,1932,1,BSN,NL,104,335,31,90,12,2,0,33,2,,15,26,,0,4,, +starrra01,1932,1,SLN,NL,3,4,0,1,0,0,0,0,0,,0,1,,0,1,, +steinir01,1932,1,PHA,AL,1,1,0,0,0,0,0,0,0,0,0,0,,0,0,, +stephri01,1932,1,CHN,NL,147,583,86,189,49,4,4,85,3,,54,27,,2,5,, +stewale01,1932,1,SLA,AL,41,82,8,12,2,1,0,9,0,0,11,16,,0,6,, +stonejo01,1932,1,DET,AL,145,582,106,173,35,12,17,108,2,1,58,64,,0,3,, +storiho01,1932,1,BOS,AL,6,8,0,3,0,0,0,0,0,0,0,0,,0,0,, +stortli01,1932,1,SLA,AL,53,193,19,50,11,2,3,26,1,0,5,20,,0,5,, +stoutal01,1932,1,SLN,NL,36,20,0,2,0,0,0,1,0,,1,11,,0,1,, +stripjo01,1932,1,BRO,NL,138,534,94,162,36,9,6,64,14,,36,30,,2,21,, +stumpge01,1932,1,BOS,AL,79,169,18,34,2,2,1,18,1,1,18,21,,0,2,, +suhrgu01,1932,1,PIT,NL,154,581,78,153,31,16,5,81,7,,63,39,,2,8,, +sukefcl01,1932,1,BRO,NL,59,111,14,26,4,4,0,12,1,,6,10,,1,2,, +sullibi04,1932,1,CHA,AL,93,307,31,97,16,1,1,45,1,3,20,9,,0,1,, +suscege01,1932,1,DET,AL,2,0,0,0,0,0,0,0,0,0,0,0,,0,0,, +swansev01,1932,1,CHA,AL,14,52,9,16,3,1,0,8,3,1,8,3,,0,1,, +swetost01,1932,1,PIT,NL,24,54,1,5,1,0,0,2,0,,2,7,,0,2,, +swiftbi01,1932,1,PIT,NL,39,78,4,15,1,0,0,6,0,,1,15,,0,3,, +taittdo01,1932,1,PHI,NL,4,2,0,0,0,0,0,1,0,,2,0,,0,0,, +tatebe01,1932,1,CHA,AL,4,10,1,1,0,0,0,0,0,0,1,0,,0,0,, +tatebe01,1932,2,BOS,AL,81,273,21,67,12,5,2,26,0,1,20,6,,0,3,, +tayloda01,1932,1,CHN,NL,6,22,3,5,2,0,0,3,1,,3,1,,0,0,, +tayloda01,1932,2,BRO,NL,105,395,84,128,22,7,11,48,13,,33,41,,1,6,, +tayloha02,1932,1,CHN,NL,10,8,1,1,0,0,0,0,0,,1,1,,0,0,, +tayloza02,1932,1,CHN,NL,21,30,2,6,1,0,0,3,0,,1,4,,0,1,, +teachbu01,1932,1,SLN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +terrybi01,1932,1,NY1,NL,154,643,124,225,42,11,28,117,4,,32,23,,1,1,, +terwidi01,1932,1,SLN,NL,1,1,0,0,0,0,0,0,0,,0,1,,0,0,, +theveto01,1932,1,PIT,NL,59,194,12,46,3,3,0,26,0,,7,12,,0,3,, +thomabu01,1932,1,WS1,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thomafa01,1932,1,BRO,NL,7,3,0,0,0,0,0,0,0,,0,2,,0,1,, +thomato02,1932,1,CHA,AL,12,13,2,1,1,0,0,0,0,0,0,5,,0,1,, +thomato02,1932,2,WS1,AL,18,42,4,10,2,0,0,10,0,0,2,9,,0,1,, +thompfr03,1932,1,BRO,NL,3,1,0,0,0,0,0,0,0,,0,0,,0,0,, +thurssl01,1932,1,BRO,NL,29,56,7,17,5,1,0,5,0,,2,9,,0,2,, +tinnibu01,1932,1,CHN,NL,24,23,3,2,1,0,0,1,0,,3,12,,0,0,, +tobinjo01,1932,1,NY1,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,, +toddal01,1932,1,PHI,NL,33,70,8,16,5,0,0,9,1,,1,9,,2,2,, +traynpi01,1932,1,PIT,NL,135,513,74,169,27,10,2,68,6,,32,20,,4,7,, +uhlege01,1932,1,DET,AL,38,55,2,10,3,1,0,4,0,0,6,5,,0,2,, +urbanbi01,1932,1,BSN,NL,136,563,80,153,25,8,8,46,8,,28,60,,1,22,, +vancaal01,1932,1,BOS,AL,34,103,10,23,4,2,0,6,0,0,4,17,,0,4,, +vanceda01,1932,1,BRO,NL,27,56,2,5,0,0,0,3,0,,4,12,,0,5,, +vaughar01,1932,1,PIT,NL,129,497,71,158,15,10,4,61,10,,39,26,,6,13,, +veltmpa01,1932,1,NY1,NL,2,1,0,0,0,0,0,0,0,,0,1,,0,0,, +vergejo01,1932,1,NY1,NL,118,376,42,98,21,3,6,43,1,,25,36,,2,4,, +vosmijo01,1932,1,CLE,AL,153,621,106,194,39,12,10,97,2,3,58,42,,5,6,, +walberu01,1932,1,PHA,AL,41,94,8,16,2,0,0,8,0,0,5,16,,0,9,, +walkebi01,1932,1,NY1,NL,31,52,1,7,0,1,0,2,0,,2,20,,0,1,, +walkege02,1932,1,DET,AL,127,480,71,155,32,6,8,78,30,6,13,38,,3,5,, +walshed02,1932,1,CHA,AL,4,7,1,2,0,0,0,0,0,0,0,1,,0,0,, +waltebu01,1932,1,BSN,NL,22,75,8,14,3,1,0,4,0,,2,18,,0,6,, +wanerll01,1932,1,PIT,NL,134,565,90,188,27,11,2,38,6,,31,11,,0,3,, +wanerpa01,1932,1,PIT,NL,154,630,107,215,62,10,8,82,13,,56,24,,2,9,, +warnelo01,1932,1,CHN,NL,35,99,8,19,1,1,0,9,0,,3,20,,0,4,, +warstra01,1932,1,BOS,AL,115,388,26,82,15,5,0,34,9,6,22,43,,3,9,, +watkige01,1932,1,SLN,NL,127,458,67,143,35,3,9,63,18,,45,46,,8,0,, +watwojo01,1932,1,CHA,AL,13,49,5,15,2,0,0,0,0,0,1,3,,1,2,, +watwojo01,1932,2,BOS,AL,95,266,26,66,11,0,0,30,7,4,20,11,,0,5,, +weavemo01,1932,1,WS1,AL,44,94,13,27,6,1,0,13,0,0,0,18,,2,2,, +webbea01,1932,1,BOS,AL,52,192,23,54,9,1,5,27,0,0,25,15,,0,2,, +webbea01,1932,2,DET,AL,88,338,49,97,19,8,3,51,1,1,39,18,,0,1,, +webbsk01,1932,1,SLN,NL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,, +weilabo01,1932,1,BOS,AL,43,61,2,9,5,1,0,3,0,0,3,17,,0,2,, +welchjo01,1932,1,BOS,AL,23,36,5,9,2,0,1,3,0,0,0,9,,0,1,, +wellsed01,1932,1,NYA,AL,24,6,1,0,0,0,0,0,0,0,1,1,,0,1,, +westsa01,1932,1,WS1,AL,146,554,88,159,27,12,6,83,4,5,48,57,,1,9,, +whiteea01,1932,1,DET,AL,33,90,9,22,4,0,0,7,0,0,4,19,,0,5,, +whitejo01,1932,1,DET,AL,80,208,25,54,6,3,2,21,6,8,22,19,,0,0,, +whitnpi01,1932,1,PHI,NL,154,624,93,186,33,11,13,124,6,,35,66,,0,19,, +willidi01,1932,1,PHA,AL,62,215,30,54,10,1,4,24,0,1,22,23,,3,1,, +willihu01,1932,1,PHI,NL,4,2,0,0,0,0,0,0,0,,0,0,,0,0,, +wilsoch02,1932,1,SLN,NL,24,96,7,19,3,3,1,2,0,,3,8,,0,1,, +wilsoha01,1932,1,BRO,NL,135,481,77,143,37,5,23,123,2,,51,85,,1,6,, +wilsoji01,1932,1,SLN,NL,92,274,36,68,16,2,2,28,9,,15,18,,1,2,, +winegra01,1932,1,CLE,AL,7,7,1,1,0,0,0,0,0,0,0,5,,0,0,, +winfoji01,1932,1,SLN,NL,4,3,2,2,1,0,0,0,0,,0,1,,0,0,, +wisear01,1932,1,CHA,AL,3,4,0,0,0,0,0,0,0,0,0,1,,0,0,, +worthre01,1932,1,BSN,NL,105,435,62,132,35,8,8,61,1,,15,24,,2,8,, +wrighgl01,1932,1,BRO,NL,127,446,50,122,31,5,11,60,4,,12,57,,0,7,, +wyattwh01,1932,1,DET,AL,43,78,7,15,2,0,2,9,0,0,2,16,,0,1,, +wysonbi01,1932,1,CIN,NL,7,2,0,0,0,0,0,0,0,,0,1,,0,0,, +yerkeca01,1932,1,CHN,NL,2,3,0,1,0,0,0,0,0,,0,0,,0,0,, +zachato01,1932,1,BSN,NL,33,77,5,21,3,1,0,7,0,,5,13,,0,0,, +adamssp01,1933,1,SLN,NL,8,30,1,5,1,0,0,0,0,,1,3,,1,0,,2 +adamssp01,1933,2,CIN,NL,137,538,59,141,21,1,1,22,3,,44,30,,2,15,,10 +alexada01,1933,1,BOS,AL,94,313,40,88,14,1,5,40,0,1,25,22,,1,0,, +allenet01,1933,1,SLN,NL,91,261,25,63,7,3,0,36,3,,13,22,,1,6,,4 +allenjo02,1933,1,NYA,AL,25,72,7,13,1,1,0,3,0,0,4,16,,0,2,, +almadme01,1933,1,BOS,AL,14,44,11,15,0,0,1,3,3,1,11,3,,0,1,, +altroni01,1933,1,WS1,AL,1,1,0,0,0,0,0,0,0,0,0,0,,0,0,, +andreiv01,1933,1,BOS,AL,36,42,1,9,0,0,0,2,0,0,2,6,,0,4,, +applepe01,1933,1,NYA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +applilu01,1933,1,CHA,AL,151,612,90,197,36,10,6,85,6,11,56,29,,0,2,, +aukerel01,1933,1,DET,AL,15,17,1,2,0,0,0,1,0,0,0,5,,0,1,, +averiea01,1933,1,CLE,AL,151,599,83,180,39,16,11,92,3,1,54,29,,5,0,, +barredi01,1933,1,PHA,AL,15,21,5,6,1,0,0,2,0,0,2,3,,0,2,, +bartedi01,1933,1,PHI,NL,152,587,78,159,25,5,1,37,6,,56,46,,5,37,,8 +beanbe01,1933,1,CLE,AL,27,22,1,4,0,0,0,1,0,0,1,6,,0,0,, +beckbo01,1933,1,BRO,NL,43,95,5,18,5,0,0,6,0,,1,22,,0,2,,3 +bellhi01,1933,1,NY1,NL,38,29,5,4,0,0,0,0,0,,2,8,,0,1,,1 +bengera01,1933,1,BRO,NL,37,76,5,14,3,0,0,4,0,,2,12,,0,6,,3 +bentola01,1933,1,CIN,NL,34,53,4,9,0,0,0,2,0,,1,14,,1,2,,2 +bergewa01,1933,1,BSN,NL,137,528,84,165,37,8,27,106,2,,41,77,,3,2,,6 +bergmo01,1933,1,WS1,AL,40,65,8,12,3,0,2,9,0,0,4,5,,0,3,, +berlyja01,1933,1,PHI,NL,13,13,1,4,0,0,0,2,0,,0,4,,0,1,,1 +berrych02,1933,1,CHA,AL,86,271,25,69,8,3,2,28,0,0,17,16,,1,2,, +bettshu01,1933,1,BSN,NL,35,76,3,17,1,0,0,5,0,,2,7,,1,9,,1 +birkora01,1933,1,PIT,NL,9,22,1,7,0,0,0,4,0,,0,4,,0,0,,0 +bishoma01,1933,1,PHA,AL,117,391,80,115,27,1,4,42,1,5,106,46,,1,7,, +bissode01,1933,1,BRO,NL,35,114,9,28,7,0,1,10,2,,2,17,,0,3,,5 +blaehge01,1933,1,SLA,AL,38,77,6,14,1,0,0,6,1,0,9,23,,0,7,, +bluegos01,1933,1,WS1,AL,140,501,63,131,14,0,6,71,6,7,55,34,,3,21,, +bluegot01,1933,1,CIN,NL,108,291,17,62,6,2,0,18,0,,26,29,,0,6,,13 +bluelu01,1933,1,BRO,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,,0 +bocekmi01,1933,1,CHA,AL,11,22,3,8,1,0,1,3,0,0,4,6,,0,0,, +bokenbo01,1933,1,WS1,AL,55,133,19,37,5,2,3,26,0,0,9,16,,0,2,, +boltocl01,1933,1,WS1,AL,33,39,4,16,1,1,0,6,0,0,6,3,,1,0,, +bossha01,1933,1,CLE,AL,112,438,54,118,17,7,1,53,2,5,25,27,,1,6,, +bottoji01,1933,1,CIN,NL,145,549,57,137,23,9,13,83,3,,42,28,,7,11,,13 +boylebu01,1933,1,BRO,NL,93,338,38,101,13,4,0,31,7,,16,24,,0,2,,2 +branded01,1933,1,BSN,NL,47,97,9,30,4,0,0,6,0,,4,7,,0,4,,1 +braxtga01,1933,1,SLA,AL,5,1,0,0,0,0,0,0,0,0,0,1,,0,0,, +brenndo01,1933,1,NYA,AL,18,27,1,7,0,0,0,2,0,0,3,9,,0,3,, +brickfr01,1933,1,PHI,NL,8,13,2,4,1,1,0,1,0,,1,0,,0,0,,0 +bridgto01,1933,1,DET,AL,33,78,5,16,2,2,0,5,0,0,7,17,,0,7,, +brownbo02,1933,1,BSN,NL,6,2,0,0,0,0,0,0,0,,0,1,,0,0,,1 +browncl01,1933,1,CLE,AL,34,62,4,9,1,0,0,3,1,0,2,6,,0,3,, +brownju01,1933,1,NYA,AL,21,28,1,5,1,0,0,4,0,0,0,6,,0,1,, +brownll01,1933,1,SLA,AL,8,11,0,3,2,0,0,2,0,0,0,1,,0,0,, +brownll01,1933,2,BOS,AL,33,57,5,16,3,1,2,11,0,0,5,6,,0,4,, +brubabi01,1933,1,PIT,NL,2,2,0,0,0,0,0,0,0,,0,0,,0,0,,0 +burkebo01,1933,1,WS1,AL,25,17,1,4,1,0,0,2,0,0,0,0,,0,2,, +burnejo01,1933,1,CLE,AL,83,261,39,71,11,2,1,29,3,2,23,14,,1,7,, +burnsja02,1933,1,SLA,AL,144,556,89,160,43,4,7,71,11,11,56,51,,0,6,, +bushgu01,1933,1,CHN,NL,41,88,4,11,4,0,0,3,0,,8,16,,0,5,,3 +butlech01,1933,1,PHI,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +byrdsa01,1933,1,NYA,AL,85,107,26,30,6,1,2,11,0,1,15,12,,0,0,, +cainsu01,1933,1,PHA,AL,39,80,3,16,2,0,0,4,0,0,2,17,,1,4,, +camildo01,1933,1,CHN,NL,16,58,8,13,2,1,2,7,3,,4,11,,0,1,,2 +campbbr01,1933,1,SLA,AL,148,567,87,157,38,8,16,106,10,4,69,77,,2,2,, +campbgi01,1933,1,CHN,NL,46,89,11,25,3,1,1,10,0,,7,4,,2,1,,1 +campbjo01,1933,1,WS1,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cantwbe01,1933,1,BSN,NL,49,85,9,12,2,1,0,7,0,,4,10,,0,3,,2 +carlete01,1933,1,SLN,NL,46,91,7,17,2,0,1,7,0,,6,27,,0,8,,2 +carroow01,1933,1,BRO,NL,34,74,6,11,1,0,0,5,0,,6,10,,0,4,,3 +chagnle01,1933,1,PIT,NL,39,21,1,1,0,0,0,0,0,,0,5,,1,2,,0 +chapmbe01,1933,1,NYA,AL,147,565,112,176,36,4,9,98,27,18,72,45,,4,10,, +chapmed01,1933,1,WS1,AL,6,3,0,0,0,0,0,0,0,0,0,1,,0,0,, +cihoced01,1933,1,PHA,AL,33,97,6,14,2,3,0,9,0,0,7,16,,0,2,, +cissebi01,1933,1,CLE,AL,112,409,53,94,21,3,6,33,6,6,31,29,,0,9,, +clarkea01,1933,1,BSN,NL,7,23,3,8,1,0,0,1,0,,2,1,,0,1,,1 +clarkwa02,1933,1,BRO,NL,11,13,1,2,0,0,0,0,0,,1,1,,0,2,,1 +clarkwa02,1933,2,NY1,NL,16,11,1,3,0,0,0,0,0,,1,1,,0,0,,0 +clasego01,1933,1,PHA,AL,8,2,3,1,0,0,0,1,0,0,3,1,,0,0,, +cochrmi01,1933,1,PHA,AL,130,429,104,138,30,4,15,60,8,6,106,22,,3,4,, +coffmdi01,1933,1,SLA,AL,21,27,0,1,1,0,0,3,0,0,2,14,,0,0,, +cohenal01,1933,1,PHI,NL,19,32,6,6,1,0,0,1,0,,6,4,,0,0,,2 +colemed01,1933,1,PHA,AL,102,388,48,109,26,3,6,68,0,0,19,51,,2,2,, +colliph01,1933,1,PHI,NL,43,53,1,7,0,1,0,3,0,,1,14,,0,1,,1 +colliri02,1933,1,SLN,NL,132,493,66,153,26,7,10,68,7,,38,49,,3,8,,13 +combsea01,1933,1,NYA,AL,122,417,86,125,22,16,5,64,6,4,47,19,,1,3,, +comorad01,1933,1,PIT,NL,64,162,18,46,8,1,1,15,2,,4,9,,0,8,,8 +connasa01,1933,1,CLE,AL,41,26,3,6,1,1,0,2,0,0,1,7,,0,3,, +cookedu01,1933,1,BOS,AL,119,454,86,133,35,10,5,54,7,5,67,71,,2,8,, +coombbo01,1933,1,PHA,AL,21,5,1,2,0,0,0,2,0,0,2,0,,0,0,, +crabtes01,1933,1,SLN,NL,23,34,6,9,3,0,0,3,1,,2,3,,0,0,,0 +craghho01,1933,1,CLE,AL,11,3,0,0,0,0,0,1,0,0,0,0,,0,0,, +cramedo01,1933,1,PHA,AL,152,661,109,195,27,8,8,75,5,4,36,24,,0,21,, +crawfpa01,1933,1,SLN,NL,91,224,24,60,8,2,0,21,1,,14,9,,2,7,,5 +critzhu01,1933,1,NY1,NL,133,558,68,137,18,5,2,33,4,,23,24,,3,21,,11 +cronijo01,1933,1,WS1,AL,152,602,89,186,45,11,5,118,5,4,87,49,,2,5,, +crosefr01,1933,1,NYA,AL,136,451,71,114,20,5,9,60,4,1,55,40,,2,5,, +croucja01,1933,1,SLA,AL,19,30,1,5,0,0,1,5,0,0,2,6,,0,0,, +croucja01,1933,2,CIN,NL,10,16,5,2,0,0,0,1,1,,0,0,,2,0,,0 +crowdal01,1933,1,WS1,AL,52,102,7,19,3,0,0,7,0,0,9,8,,0,8,, +cuccito01,1933,1,BRO,NL,134,485,58,122,31,4,9,65,4,,44,40,,2,6,,20 +cuyleki01,1933,1,CHN,NL,70,262,37,83,13,3,5,35,4,,21,29,,4,7,,10 +danniha01,1933,1,NY1,NL,3,2,0,0,0,0,0,0,0,,1,0,,0,0,,1 +davisha02,1933,1,DET,AL,66,173,24,37,8,2,0,14,2,3,22,8,,0,6,, +daviski01,1933,1,NY1,NL,126,434,61,112,20,4,7,37,10,,25,30,,0,5,,12 +davissp01,1933,1,PHI,NL,141,495,51,173,28,3,9,65,2,,32,24,,5,8,,21 +deandi01,1933,1,SLN,NL,51,105,8,19,2,2,1,12,1,,3,14,,0,3,,0 +delkeed01,1933,1,PHI,NL,25,41,6,7,3,1,0,1,0,,0,12,,0,5,,0 +delmabe01,1933,1,BRO,NL,12,28,4,7,0,0,0,0,0,,1,7,,0,0,,0 +demarfr02,1933,1,CHN,NL,134,515,68,140,24,6,6,51,4,,22,42,,2,11,,11 +derripa01,1933,1,SLN,NL,3,5,0,0,0,0,0,0,0,,0,1,,0,0,,0 +derripa01,1933,2,CIN,NL,33,76,5,14,0,0,0,4,0,,1,14,,1,2,,3 +desauge01,1933,1,DET,AL,30,42,5,6,1,0,0,4,0,0,4,6,,1,0,, +devench01,1933,1,NYA,AL,14,21,1,2,0,0,0,1,1,0,2,9,,0,1,, +dickebi01,1933,1,NYA,AL,130,478,58,152,24,8,14,97,3,4,47,14,,2,5,, +dietrbi01,1933,1,PHA,AL,8,3,0,1,1,0,0,2,0,0,1,2,,0,0,, +doljafr01,1933,1,DET,AL,42,147,18,42,5,2,0,22,2,6,14,13,,0,4,, +douthta01,1933,1,CIN,NL,1,0,1,0,0,0,0,0,0,,0,0,,0,0,,0 +douthta01,1933,2,CHN,NL,27,71,8,16,5,0,0,5,2,,11,7,,0,3,,6 +dressch01,1933,1,NY1,NL,16,45,3,10,4,0,0,3,0,,1,4,,0,1,,2 +dudlecl01,1933,1,PIT,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dugasgu01,1933,1,PHI,NL,37,71,4,12,3,0,0,9,0,,1,9,,0,2,,2 +durhaed01,1933,1,CHA,AL,24,46,3,10,1,0,0,5,0,0,1,10,,0,8,, +durocle01,1933,1,CIN,NL,16,51,6,11,1,0,1,3,0,,4,5,,0,3,,3 +durocle01,1933,2,SLN,NL,123,395,45,102,18,4,2,41,3,,26,32,,1,8,,13 +dykesji01,1933,1,CHA,AL,151,554,49,144,22,6,1,68,3,7,69,37,,12,6,, +earnsge01,1933,1,PHA,AL,21,44,5,8,1,0,0,2,0,0,3,5,,0,2,, +ellioju01,1933,1,PHI,NL,36,52,2,12,2,0,0,10,0,,0,9,,0,2,,2 +englich01,1933,1,CHA,AL,3,9,2,4,2,0,0,1,0,0,1,1,,0,0,, +engliwo01,1933,1,CHN,NL,105,398,54,104,19,2,3,41,5,,53,44,,0,6,,7 +faberre01,1933,1,CHA,AL,36,18,0,0,0,0,0,0,0,0,0,6,,0,1,, +falleed01,1933,1,BSN,NL,11,8,2,3,1,0,0,3,0,,0,2,,0,1,,0 +farredo01,1933,1,NYA,AL,44,93,16,25,0,0,0,6,0,0,16,6,,0,3,, +ferreri01,1933,1,SLA,AL,22,72,8,18,2,0,1,5,2,0,12,4,,0,1,, +ferreri01,1933,2,BOS,AL,118,421,50,125,19,4,3,72,2,2,58,19,,2,14,, +ferrewe01,1933,1,CLE,AL,61,140,26,38,7,0,7,26,0,0,20,22,,0,1,, +finneha02,1933,1,PIT,NL,56,133,17,31,4,1,1,18,0,,3,19,,0,5,,5 +finnelo01,1933,1,PHA,AL,74,240,26,64,12,2,3,32,1,3,13,17,,1,3,, +finnne01,1933,1,PHI,NL,51,169,15,40,4,1,0,13,2,,10,14,,2,6,,4 +fischca01,1933,1,DET,AL,35,62,1,9,0,0,0,0,0,0,2,12,,0,4,, +fitzsfr01,1933,1,NY1,NL,36,95,3,19,3,1,2,6,0,,1,14,,0,3,,3 +floweja01,1933,1,BRO,NL,78,210,28,49,11,2,2,22,13,,24,15,,0,9,,5 +fonsele01,1933,1,CHA,AL,23,59,8,12,2,0,2,15,1,0,7,6,,0,0,, +fordho01,1933,1,BSN,NL,5,15,0,1,0,0,0,1,0,,3,1,,0,0,,4 +fothebo01,1933,1,BOS,AL,28,32,1,11,1,0,0,5,0,0,2,4,,0,0,, +foxpe01,1933,1,DET,AL,128,535,82,154,26,13,7,57,9,6,23,38,,2,5,, +foxxji01,1933,1,PHA,AL,149,573,125,204,37,9,48,163,2,2,96,93,,1,0,, +frankfr02,1933,1,BSN,NL,43,80,9,19,4,0,0,5,0,,3,5,,0,7,,1 +frasivi01,1933,1,CHA,AL,10,4,0,0,0,0,0,0,0,0,0,0,,0,0,, +frasivi01,1933,2,DET,AL,20,37,3,7,0,0,0,5,0,0,3,8,,0,4,, +fredejo01,1933,1,BRO,NL,147,556,65,171,22,7,7,64,9,,36,14,,5,5,,7 +freitto01,1933,1,PHA,AL,19,16,0,1,0,0,0,1,0,0,3,6,,0,2,, +frencla01,1933,1,PIT,NL,47,101,7,15,0,2,0,8,0,,5,17,,0,3,,3 +freybe01,1933,1,CIN,NL,38,42,2,11,0,1,0,1,0,,6,2,,0,1,,2 +freylo01,1933,1,BRO,NL,34,135,25,43,5,3,0,12,4,,13,13,,0,2,,4 +fribebe01,1933,1,BOS,AL,17,41,5,13,3,0,0,9,0,0,6,1,,0,1,, +friscfr01,1933,1,SLN,NL,147,585,74,177,32,6,4,66,18,,48,16,,3,10,,20 +fullecu01,1933,1,BOS,AL,6,9,0,2,1,0,0,1,0,0,1,1,,0,0,, +fullich01,1933,1,PHI,NL,151,647,91,200,31,6,1,45,18,,36,34,,5,9,,15 +funkli01,1933,1,CHA,AL,10,9,1,2,0,0,0,0,0,0,1,0,,0,0,, +galatmi01,1933,1,CLE,AL,57,160,19,38,2,1,1,17,2,3,23,21,,0,3,, +garmsde01,1933,1,SLA,AL,78,189,35,60,10,2,4,24,2,5,30,21,,2,2,, +gastomi01,1933,1,CHA,AL,30,52,5,8,2,0,0,1,0,0,5,11,,1,2,, +gehrich01,1933,1,DET,AL,155,628,103,204,42,6,12,105,5,4,68,27,,3,6,, +gehrilo01,1933,1,NYA,AL,152,593,138,198,41,12,32,139,9,13,92,42,,1,1,, +glennjo02,1933,1,NYA,AL,5,21,1,3,0,0,0,1,0,0,0,3,,0,0,, +gomezle01,1933,1,NYA,AL,35,80,3,9,0,0,0,3,0,0,7,23,,1,5,, +goochjo01,1933,1,BOS,AL,37,77,6,14,1,1,0,2,0,0,11,7,,0,0,, +gosligo01,1933,1,WS1,AL,132,549,97,163,35,10,10,64,5,2,42,32,,1,7,, +grabore01,1933,1,PHI,NL,10,16,0,2,0,0,0,0,0,,1,6,,0,0,,0 +graceea01,1933,1,PIT,NL,93,291,22,84,13,1,3,44,0,,26,23,,1,0,,2 +grantge01,1933,1,CIN,NL,87,260,32,53,14,3,4,28,4,,38,21,,2,7,,5 +graydo02,1933,1,SLA,AL,38,32,4,7,2,1,0,0,1,0,3,5,,0,1,, +greenha01,1933,1,DET,AL,117,449,59,135,33,3,12,87,6,2,46,78,,1,2,, +gregopa01,1933,1,CHA,AL,23,35,4,5,1,0,0,1,0,0,1,2,,0,1,, +grimebu01,1933,1,CHN,NL,17,20,1,3,0,0,0,4,0,,1,4,,0,2,,1 +grimebu01,1933,2,SLN,NL,4,5,1,1,1,0,0,1,0,,0,1,,0,0,,0 +grimmch01,1933,1,CHN,NL,107,384,38,95,15,2,3,37,1,,23,15,,0,6,,16 +grovele01,1933,1,PHA,AL,45,105,9,9,4,0,1,7,0,0,4,43,,0,4,, +grubefr01,1933,1,CHA,AL,85,256,23,59,13,0,0,23,1,1,38,20,,2,4,, +gullite01,1933,1,SLA,AL,104,304,34,74,18,3,5,35,3,1,15,38,,1,2,, +gyseldi01,1933,1,BSN,NL,58,155,10,37,6,2,0,12,0,,7,21,,0,4,,6 +haasmu01,1933,1,CHA,AL,146,585,97,168,33,4,1,51,0,5,65,41,,2,30,, +hackst01,1933,1,CHN,NL,20,60,10,21,3,1,1,2,4,,8,3,,3,0,,0 +hadlebu01,1933,1,SLA,AL,45,109,3,17,2,0,0,8,0,0,8,17,,0,6,, +hafeych01,1933,1,CIN,NL,144,568,77,172,34,6,7,62,3,,40,44,,2,2,,11 +haidha01,1933,1,CHA,AL,6,4,0,1,0,0,0,0,0,0,0,1,,0,0,, +haineje01,1933,1,SLN,NL,33,30,1,2,1,0,0,1,0,,1,8,,0,1,,0 +haleod01,1933,1,CLE,AL,98,351,49,97,19,8,10,64,2,3,30,37,,0,5,, +hallabi01,1933,1,SLN,NL,37,80,6,12,1,0,0,4,0,,9,28,,1,6,,3 +hamlilu01,1933,1,DET,AL,3,5,1,2,1,1,0,0,0,0,0,1,,0,1,, +hansesn01,1933,1,PHI,NL,33,58,3,9,1,0,0,3,0,,0,9,,0,2,,1 +hardeme01,1933,1,CLE,AL,44,84,2,16,3,0,1,5,0,0,2,26,,0,2,, +hargrpi01,1933,1,BSN,NL,45,73,5,13,0,0,0,6,1,,5,7,,1,1,,2 +harribi01,1933,1,PIT,NL,31,9,0,0,0,0,0,1,0,,1,0,,0,0,,0 +harrida01,1933,1,WS1,AL,82,177,33,46,9,2,5,38,3,1,25,26,,2,2,, +hartnga01,1933,1,CHN,NL,140,490,55,135,21,4,16,88,1,,37,51,,0,8,,17 +haslimi01,1933,1,PHI,NL,26,89,3,21,2,0,0,9,1,,3,5,,0,3,,1 +hayesfr01,1933,1,PHA,AL,3,5,0,0,0,0,0,0,0,0,0,2,,0,0,, +hayesja02,1933,1,CHA,AL,138,535,65,138,23,5,2,47,2,3,55,36,,3,10,, +haywora01,1933,1,DET,AL,134,425,37,104,14,3,1,45,0,0,35,28,,0,4,, +heberwa01,1933,1,SLA,AL,33,23,3,9,2,1,0,3,0,0,1,2,,0,4,, +heimafr01,1933,1,BRO,NL,10,10,0,2,0,0,0,1,0,,0,0,,0,0,,1 +hemslro01,1933,1,CIN,NL,49,116,9,22,8,0,0,7,0,,6,8,,0,0,,6 +hemslro01,1933,2,SLA,AL,32,95,7,23,2,1,1,15,0,0,11,12,,0,1,, +hendrha01,1933,1,CHN,NL,69,189,30,55,13,3,4,23,4,,13,17,,3,3,,2 +henshro01,1933,1,CHN,NL,21,10,1,2,0,0,0,0,0,,0,2,,0,0,,0 +hermaba01,1933,1,CHN,NL,137,508,77,147,36,12,16,93,6,,50,57,,0,7,,15 +hermabi01,1933,1,CHN,NL,153,619,82,173,35,2,0,44,5,,45,34,,4,13,,21 +herriar01,1933,1,DET,AL,24,13,2,1,0,0,0,0,0,0,2,1,,0,0,, +herrmle01,1933,1,CHN,NL,9,6,0,1,0,0,0,0,0,,0,1,,0,0,,0 +hevinjo02,1933,1,CHA,AL,40,38,3,8,2,0,0,0,0,0,1,4,,0,1,, +higgipi01,1933,1,PHA,AL,152,567,85,178,34,12,13,99,2,7,61,53,,2,5,, +highan01,1933,1,CIN,NL,24,43,4,9,2,0,1,6,0,,5,1,,0,2,,2 +hildeor01,1933,1,CLE,AL,36,84,4,16,0,2,0,10,0,0,1,7,,0,0,, +hodapjo01,1933,1,BOS,AL,115,413,55,129,27,5,3,54,1,1,33,14,,1,5,, +hogansh01,1933,1,BSN,NL,96,328,15,83,7,0,3,30,0,,13,9,,3,3,,17 +hogsech01,1933,1,DET,AL,45,38,2,8,0,0,0,2,0,0,1,12,,0,0,, +holladu01,1933,1,BSN,NL,13,31,3,8,3,0,0,3,1,,3,8,,0,0,,0 +holleed01,1933,1,PHI,NL,30,74,3,12,3,0,0,5,0,,2,14,,0,2,,4 +hornsro01,1933,1,SLN,NL,46,83,9,27,6,0,2,21,1,,12,6,,2,0,,3 +hornsro01,1933,2,SLA,AL,11,9,2,3,1,0,1,2,0,0,2,1,,0,0,, +hoytwa01,1933,1,PIT,NL,36,32,1,5,0,0,0,5,0,,0,2,,0,0,,1 +hubbeca01,1933,1,NY1,NL,45,109,6,20,2,1,1,12,0,,2,18,,0,5,,2 +hudliwi01,1933,1,CLE,AL,34,41,1,6,0,0,1,3,0,0,2,13,,1,5,, +hunteed01,1933,1,CIN,NL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,,0 +hurstdo01,1933,1,PHI,NL,147,550,58,147,27,8,8,76,3,,48,32,,1,11,,12 +hutchir01,1933,1,CHA,AL,1,2,1,1,0,0,0,1,0,0,0,1,,0,0,, +hutchjo01,1933,1,BRO,NL,55,184,19,43,4,1,6,21,1,,15,13,,1,2,,5 +jacksjo02,1933,1,PHI,NL,10,21,2,3,1,0,0,1,0,,0,8,,0,0,,0 +jackstr01,1933,1,NY1,NL,53,122,11,30,5,0,0,12,2,,8,11,,0,4,,3 +jamesbe02,1933,1,NY1,NL,60,125,22,28,2,1,1,10,5,,8,12,,0,3,,0 +jensewo01,1933,1,PIT,NL,70,196,29,58,7,3,0,15,1,,8,2,,2,4,,1 +johnsbo01,1933,1,PHA,AL,142,535,103,155,44,4,21,93,8,3,85,74,,0,5,, +johnsha01,1933,1,BOS,AL,26,52,6,12,3,2,0,1,0,0,5,6,,0,2,, +johnsro02,1933,1,BOS,AL,133,483,88,151,30,7,10,95,13,10,55,36,,4,5,, +johnssi01,1933,1,CIN,NL,34,72,1,3,1,0,0,0,0,,1,24,,0,3,,0 +johnssy01,1933,1,SLN,NL,35,21,0,5,0,0,0,1,0,,0,4,,0,1,,0 +jollesm01,1933,1,BOS,AL,118,411,47,116,32,4,9,65,1,1,24,20,,2,0,, +jonessa01,1933,1,CHA,AL,37,58,10,9,1,0,0,3,1,1,8,10,,0,1,, +jordabu01,1933,1,BSN,NL,152,588,77,168,29,9,4,46,4,,34,22,,2,19,,14 +jordaji01,1933,1,BRO,NL,70,211,16,54,12,1,0,17,3,,4,6,,0,1,,4 +jorgear01,1933,1,NYA,AL,21,50,9,11,3,0,2,13,1,0,12,3,,0,0,, +judgejo01,1933,1,BRO,NL,42,112,7,24,2,1,0,9,1,,7,10,,0,2,,3 +judgejo01,1933,2,BOS,AL,35,108,20,32,8,1,0,22,2,1,13,4,,0,5,, +jurgebi01,1933,1,CHN,NL,143,487,49,131,17,6,5,50,3,,26,39,,5,8,,19 +kammwi01,1933,1,CLE,AL,133,447,59,126,17,2,1,47,6,3,54,27,,0,16,, +kerrjo01,1933,1,WS1,AL,28,40,5,8,0,0,0,0,0,0,3,2,,0,2,, +kimsech01,1933,1,CHA,AL,28,33,1,5,0,0,0,1,0,0,0,9,,0,0,, +kleinch01,1933,1,PHI,NL,152,606,101,223,44,7,28,120,15,,56,36,,1,4,,3 +klinebo01,1933,1,BOS,AL,46,34,1,6,0,0,0,0,0,0,0,9,,1,3,, +knickbi01,1933,1,CLE,AL,80,279,20,63,16,3,2,32,1,4,11,30,,0,13,, +knothfr01,1933,1,BSN,NL,44,158,15,36,5,2,1,6,1,,13,25,,1,4,,2 +knothfr01,1933,2,PHI,NL,41,113,10,17,2,0,0,11,2,,6,19,,0,1,,4 +knottja01,1933,1,SLA,AL,20,23,3,7,0,0,0,0,0,0,0,7,,0,1,, +koenima01,1933,1,CHN,NL,80,218,32,62,12,1,3,25,5,,15,9,,0,6,,7 +kolpra01,1933,1,CIN,NL,30,45,3,7,1,0,0,2,0,,3,6,,0,3,,1 +kremera01,1933,1,PIT,NL,7,4,0,0,0,0,0,0,0,,0,1,,0,0,,0 +kressre01,1933,1,CHA,AL,129,467,47,116,20,5,10,78,4,4,37,40,,0,7,, +kuheljo01,1933,1,WS1,AL,153,602,89,194,34,10,11,107,17,8,59,48,,2,11,, +laryly01,1933,1,NYA,AL,52,127,25,28,3,3,0,13,2,1,28,17,,0,3,, +lawsoro01,1933,1,DET,AL,4,5,1,0,0,0,0,0,0,0,0,1,,0,0,, +lazzeto01,1933,1,NYA,AL,139,523,94,154,22,12,18,104,15,7,73,62,,2,4,, +leeha01,1933,1,PHI,NL,46,167,25,48,12,2,0,12,1,,18,13,,1,0,,4 +leeha01,1933,2,BSN,NL,88,312,32,69,15,9,1,28,1,,18,26,,1,10,,4 +leeth01,1933,1,CLE,AL,3,8,2,3,0,1,0,3,0,0,0,2,,0,0,, +legetlo01,1933,1,BOS,AL,8,5,1,1,1,0,0,1,0,0,0,0,,0,0,, +leibeha01,1933,1,NY1,NL,6,10,1,2,0,0,0,0,0,,0,2,,0,0,,1 +leonadu02,1933,1,BRO,NL,10,11,1,0,0,0,0,0,0,,0,1,,0,2,,1 +leslisa01,1933,1,NY1,NL,40,137,21,44,12,3,3,27,0,,12,9,,1,0,,4 +leslisa01,1933,2,BRO,NL,96,364,41,104,11,4,5,46,1,,23,14,,7,1,,16 +leveyji01,1933,1,SLA,AL,141,529,43,103,10,4,2,36,4,6,26,68,,3,9,, +lewisbi01,1933,1,SLN,NL,15,35,8,14,1,0,1,8,0,,2,3,,0,1,,0 +lindsfr01,1933,1,PIT,NL,138,538,70,167,39,10,5,55,1,,33,22,,0,25,,10 +lindsji01,1933,1,SLN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +linkeed01,1933,1,WS1,AL,3,6,1,1,0,0,0,0,0,0,1,1,,0,1,, +liskaad01,1933,1,PHI,NL,47,14,1,1,0,0,0,1,0,,0,6,,0,0,,0 +lombaer01,1933,1,CIN,NL,107,350,30,99,21,1,4,47,2,,16,17,,4,3,,26 +lopezal01,1933,1,BRO,NL,126,372,39,112,11,4,3,41,10,,21,39,,0,10,,9 +lovetme01,1933,1,CHA,AL,1,1,0,0,0,0,0,0,0,0,0,0,,0,0,, +lucasra01,1933,1,BRO,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lucasre01,1933,1,CIN,NL,75,122,14,35,6,1,1,15,0,,12,6,,1,2,,3 +luquedo01,1933,1,NY1,NL,35,19,0,5,0,0,0,1,0,,0,2,,0,0,,1 +lyonste01,1933,1,CHA,AL,51,91,11,26,2,1,1,11,0,1,4,6,,0,1,, +macfada01,1933,1,NYA,AL,25,34,2,1,0,0,0,0,0,0,1,15,,0,1,, +madjeed01,1933,1,PHA,AL,51,142,17,40,4,0,0,17,0,0,4,21,,0,3,, +mahafro01,1933,1,PHA,AL,33,65,4,14,1,0,0,6,0,0,2,23,,0,2,, +malayjo01,1933,1,NY1,NL,8,24,0,3,0,0,0,2,0,,0,0,,0,0,,1 +malonpa02,1933,1,CHN,NL,31,63,5,10,0,0,0,4,0,,0,9,,0,3,,3 +mancugu01,1933,1,NY1,NL,144,481,39,127,17,2,6,56,0,,48,21,,0,11,,15 +mangule01,1933,1,BSN,NL,25,22,1,2,0,0,0,0,0,,0,4,,0,2,,1 +maniocl01,1933,1,CIN,NL,36,84,3,14,1,0,0,3,0,,8,7,,0,2,,2 +manushe01,1933,1,WS1,AL,153,658,115,221,32,17,5,95,6,4,36,18,,2,8,, +maranra01,1933,1,BSN,NL,143,478,46,104,15,4,0,38,2,,36,34,,1,17,,17 +marbefi01,1933,1,DET,AL,37,90,6,11,4,0,0,3,0,0,1,20,,0,3,, +marcujo01,1933,1,PHA,AL,5,12,2,2,0,0,0,0,0,0,2,1,,0,0,, +martipe01,1933,1,SLN,NL,145,599,122,189,36,12,8,57,26,,67,46,,3,0,,9 +mcafebi01,1933,1,WS1,AL,27,15,2,4,0,1,1,1,0,0,1,5,,0,2,, +mccolal01,1933,1,WS1,AL,4,6,2,2,1,0,0,2,0,0,0,1,,0,0,, +mccurha01,1933,1,PHI,NL,73,54,9,15,1,0,2,12,0,,16,6,,1,0,,0 +mcdonha01,1933,1,PHA,AL,4,4,1,0,0,0,0,0,0,0,1,1,,0,0,, +mcdonha01,1933,2,SLA,AL,25,14,1,2,0,0,0,0,0,0,0,3,,0,0,, +mckeiti01,1933,1,PHA,AL,3,3,1,1,0,0,0,0,0,0,0,1,,0,0,, +mclauju01,1933,1,BOS,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcleoji01,1933,1,PHI,NL,67,232,20,45,6,1,0,15,1,,12,25,,1,6,,4 +mcmanma01,1933,1,BOS,AL,106,366,51,104,30,4,3,36,3,0,49,21,,0,13,, +mcnaier01,1933,1,PHA,AL,89,310,57,81,15,4,7,48,2,1,15,32,,3,2,, +medwijo01,1933,1,SLN,NL,148,595,92,182,40,10,18,98,5,,26,56,,2,3,,15 +meinehe01,1933,1,PIT,NL,32,75,5,13,1,0,0,4,0,,1,12,,0,6,,4 +melilsk01,1933,1,SLA,AL,132,496,50,145,23,6,3,79,12,10,29,18,,1,6,, +meolami01,1933,1,BOS,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +millebi02,1933,1,PHA,AL,67,120,22,33,7,1,2,17,4,2,12,7,,1,0,, +milleja02,1933,1,CHA,AL,30,37,4,7,0,0,0,0,0,0,0,10,,0,3,, +mooneji01,1933,1,SLN,NL,21,20,1,1,0,0,0,0,0,,1,2,,0,2,,0 +moorecy01,1933,1,PHI,NL,36,48,2,3,1,0,0,1,0,,1,8,,0,1,,2 +moorege03,1933,1,SLN,NL,11,38,6,15,3,2,0,8,1,,4,10,,0,0,,1 +moorejo01,1933,1,CIN,NL,135,514,60,135,19,5,1,44,4,,29,16,,3,16,,10 +moorejo02,1933,1,NY1,NL,132,524,56,153,16,5,0,42,4,,21,27,,3,1,,6 +moorera01,1933,1,BSN,NL,135,497,64,150,23,7,8,70,3,,40,16,,2,9,,16 +moorewi01,1933,1,NYA,AL,35,15,0,2,0,0,0,1,0,0,0,8,,0,2,, +morgaed01,1933,1,CLE,AL,39,121,10,32,3,3,1,13,1,1,7,9,,0,1,, +morrijo05,1933,1,CIN,NL,148,534,43,123,20,0,0,26,5,,20,22,,2,12,,21 +mosolji01,1933,1,CHN,NL,31,82,13,22,5,1,1,9,0,,5,8,,2,3,,1 +mowryjo01,1933,1,BSN,NL,86,249,25,55,8,5,0,20,1,,15,22,,3,9,,4 +mullefr01,1933,1,BOS,AL,15,48,6,9,1,1,0,3,1,0,5,5,,0,0,, +mullegr01,1933,1,BOS,AL,1,0,1,0,0,0,0,0,0,0,0,0,,0,0,, +mungova01,1933,1,BRO,NL,41,84,2,15,1,1,0,4,0,,2,12,,0,4,,2 +murrage01,1933,1,CHA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +myattgl01,1933,1,CLE,AL,40,77,10,18,4,0,0,7,0,1,15,8,,2,0,, +myerbu01,1933,1,WS1,AL,131,530,95,160,29,15,4,61,6,8,60,29,,1,10,, +nekolbo01,1933,1,DET,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nelsoly01,1933,1,CHN,NL,29,21,5,5,1,1,0,1,0,,1,3,,0,2,,0 +nonnere01,1933,1,PIT,NL,1,1,0,0,0,0,0,0,0,,0,1,,0,0,,0 +odoulle01,1933,1,BRO,NL,43,159,14,40,5,1,5,21,2,,15,6,,1,0,,3 +odoulle01,1933,2,NY1,NL,78,229,31,70,9,1,9,35,1,,29,17,,2,1,,7 +ofarrbo01,1933,1,SLN,NL,55,163,16,39,4,2,2,20,0,,15,25,,0,1,,4 +oliveto01,1933,1,BOS,AL,90,244,25,63,9,1,0,23,1,1,13,7,,0,4,, +olsonma01,1933,1,BOS,AL,3,1,1,0,0,0,0,0,0,0,0,1,,0,0,, +orsater01,1933,1,SLN,NL,120,436,55,130,21,6,0,38,14,,33,33,,0,12,,10 +ottme01,1933,1,NY1,NL,152,580,98,164,36,1,23,103,1,,75,48,,2,4,,10 +oullijo01,1933,1,CLE,AL,22,75,9,20,1,0,0,3,0,0,4,5,,1,2,, +outench01,1933,1,BRO,NL,93,153,20,38,10,0,4,17,1,,20,15,,0,0,,2 +owenma01,1933,1,DET,AL,138,550,77,144,24,9,2,65,2,2,44,56,,4,15,, +paddeto01,1933,1,PIT,NL,30,90,5,19,2,0,0,8,0,,2,6,,1,3,,2 +parmero01,1933,1,NY1,NL,33,81,6,19,4,0,1,8,0,,2,22,,0,1,,2 +pasekjo01,1933,1,DET,AL,28,61,6,15,4,0,0,4,2,0,7,7,,0,1,, +pearcfr02,1933,1,PHI,NL,20,26,3,5,0,0,0,2,0,,1,3,,0,4,,2 +pearsmo01,1933,1,CLE,AL,19,50,6,13,1,0,0,4,0,0,1,2,,0,2,, +peelho01,1933,1,NY1,NL,84,148,16,38,1,1,1,12,0,,14,10,,1,2,,5 +pennohe01,1933,1,NYA,AL,23,21,0,5,0,0,0,1,0,0,0,5,,0,6,, +peppera01,1933,1,SLN,NL,3,9,2,2,0,0,1,2,0,,0,1,,0,0,,1 +peterji01,1933,1,PHA,AL,32,27,3,4,0,0,0,2,0,0,3,12,,0,0,, +phelpba01,1933,1,CHN,NL,3,7,0,2,0,0,0,2,0,,0,1,,0,0,,0 +picinva01,1933,1,BRO,NL,6,6,1,1,1,0,0,0,0,,0,1,,0,0,,0 +picinva01,1933,2,PIT,NL,16,52,6,13,4,0,1,7,0,,5,10,,0,3,,1 +pickrcl01,1933,1,PHI,NL,9,1,0,0,0,0,0,0,0,,0,1,,0,0,,0 +pietto01,1933,1,PIT,NL,107,362,45,117,21,5,1,42,12,,19,28,,6,10,,6 +pipgrge01,1933,1,NYA,AL,4,11,1,1,0,0,0,0,0,0,1,3,,0,0,, +pipgrge01,1933,2,BOS,AL,22,46,4,9,0,0,0,4,0,0,3,10,,0,2,, +portedi01,1933,1,CLE,AL,132,499,73,133,19,6,0,41,4,4,51,42,,0,13,, +powermi01,1933,1,CLE,AL,24,47,6,13,2,1,0,2,2,1,6,6,,0,0,, +primra01,1933,1,WS1,AL,3,5,0,0,0,0,0,0,0,0,0,1,,0,1,, +pytlafr01,1933,1,CLE,AL,80,248,36,77,10,6,2,33,3,4,17,10,,0,2,, +quinnja01,1933,1,CIN,NL,14,1,0,0,0,0,0,0,0,,0,1,,0,0,,0 +raglafr01,1933,1,PHI,NL,11,10,0,2,0,0,0,2,0,,1,3,,0,0,,0 +reibefr01,1933,1,DET,AL,13,18,3,5,0,1,1,3,0,0,2,3,,0,0,, +rensato01,1933,1,NYA,AL,8,29,4,9,2,1,0,3,0,1,1,3,,0,1,, +reynoca01,1933,1,SLA,AL,135,475,81,136,26,14,8,71,5,4,49,25,,3,11,, +rhemfl01,1933,1,PHI,NL,28,46,1,4,0,0,0,3,0,,1,11,,0,1,,1 +rhielbi01,1933,1,DET,AL,19,17,1,3,0,1,0,1,0,0,5,4,,0,0,, +rhodego01,1933,1,BOS,AL,35,86,9,23,5,0,1,15,1,1,3,28,,0,4,, +rhyneha01,1933,1,CHA,AL,39,83,9,22,1,1,0,10,1,1,5,9,,1,2,, +riceha01,1933,1,CIN,NL,143,510,44,133,19,6,0,54,4,,35,24,,6,17,,14 +ricesa01,1933,1,WS1,AL,73,85,19,25,4,3,1,12,0,2,2,7,,2,0,, +richapa01,1933,1,NY1,NL,51,87,4,17,3,0,0,10,0,,3,12,,0,2,,5 +richmbe01,1933,1,CHN,NL,5,1,0,0,0,0,0,0,0,,0,0,,0,0,,0 +rixeyep01,1933,1,CIN,NL,16,35,2,9,0,1,0,6,0,,1,7,,0,0,,2 +robelto01,1933,1,CIN,NL,14,30,1,7,3,0,0,3,0,,1,5,,0,0,,0 +roettwa01,1933,1,CIN,NL,84,209,13,50,7,1,1,17,0,,8,10,,0,4,,10 +rogelbi01,1933,1,DET,AL,155,587,67,173,42,11,0,57,6,9,79,33,,3,6,, +rootch01,1933,1,CHN,NL,35,85,1,8,3,0,0,0,0,,4,22,,0,4,,2 +rosenma01,1933,1,BRO,NL,5,9,0,1,0,0,0,0,0,,1,1,,0,0,,1 +rowesc01,1933,1,DET,AL,21,50,6,11,1,0,0,6,0,0,1,4,,0,2,, +royem01,1933,1,PHA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ruelmu01,1933,1,SLA,AL,36,63,13,12,2,0,0,8,0,0,24,4,,0,0,, +ruffire01,1933,1,NYA,AL,55,115,10,29,3,1,2,13,0,0,7,15,,0,2,, +russeja01,1933,1,WS1,AL,50,34,5,5,0,0,0,3,0,0,3,13,,0,2,, +ruthba01,1933,1,NYA,AL,137,459,97,138,21,3,34,103,4,5,114,90,,2,0,, +ryanbl01,1933,1,NY1,NL,146,525,47,125,10,5,3,48,0,,15,62,,0,3,,15 +ryanro01,1933,1,BRO,NL,30,13,1,2,0,0,0,0,0,,2,3,,0,0,,1 +salveja01,1933,1,NY1,NL,8,9,0,1,0,0,0,0,0,,0,1,,0,0,,1 +scharar01,1933,1,SLA,AL,123,471,49,96,13,3,0,26,7,9,41,21,,1,9,, +schubhe01,1933,1,DET,AL,49,96,12,21,4,1,0,6,2,0,5,17,,0,3,, +schulfr02,1933,1,WS1,AL,144,550,98,162,30,7,5,87,10,12,61,27,,1,11,, +schulwe02,1933,1,BSN,NL,29,85,10,21,6,1,1,13,0,,5,10,,0,1,,1 +schulwe02,1933,2,PHI,NL,97,365,53,122,19,4,8,59,1,,32,45,,4,2,,10 +schumha02,1933,1,NY1,NL,39,98,8,21,1,0,0,10,0,,2,20,,0,2,,1 +seedsbo01,1933,1,BOS,AL,82,230,26,56,13,4,0,23,1,3,21,20,,1,3,, +seiboso01,1933,1,BSN,NL,11,9,0,1,0,0,0,0,0,,2,2,,0,0,,0 +seweljo01,1933,1,NYA,AL,135,524,87,143,18,1,2,54,2,2,71,4,,1,10,, +sewellu01,1933,1,WS1,AL,141,474,65,125,30,4,2,61,7,2,48,24,,3,11,, +shautjo01,1933,1,BRO,NL,41,27,3,6,0,0,0,0,0,,3,7,,0,0,,0 +sheame01,1933,1,BOS,AL,16,56,1,8,3,0,0,8,0,0,4,7,,0,0,, +sheame01,1933,2,SLA,AL,94,279,26,73,11,1,1,27,2,0,43,26,,0,3,, +shorebi01,1933,1,NY1,NL,8,11,0,3,0,0,0,0,0,,1,4,,0,0,,0 +simmoal01,1933,1,CHA,AL,146,605,85,200,29,10,14,119,5,1,39,49,,2,2,, +sladego01,1933,1,SLN,NL,39,62,6,7,1,0,0,3,1,,6,7,,0,2,,3 +smithbo02,1933,1,CIN,NL,23,25,2,5,1,0,0,1,1,,1,0,,0,1,,1 +smithbo02,1933,2,BSN,NL,14,20,1,4,0,1,0,2,0,,0,1,,0,0,,0 +smithha07,1933,1,PIT,NL,28,47,2,6,1,0,0,0,0,,2,15,,0,2,,0 +sorrevi01,1933,1,DET,AL,36,74,2,11,1,0,0,3,0,0,5,16,,0,4,, +spencgl01,1933,1,NY1,NL,17,12,0,2,0,0,0,0,0,,0,2,,0,0,,2 +spencro01,1933,1,CLE,AL,75,227,26,46,5,2,0,23,0,0,23,17,,2,6,, +spohral01,1933,1,BSN,NL,67,184,11,46,6,1,1,12,3,,11,13,,0,4,,3 +sprinjo01,1933,1,SLN,NL,3,5,1,1,0,0,0,0,0,,1,1,,0,1,,1 +starrra01,1933,1,NY1,NL,6,3,0,0,0,0,0,0,0,,0,2,,0,0,,0 +starrra01,1933,2,BSN,NL,9,7,1,1,0,0,0,0,0,,1,2,,0,1,,1 +stephri01,1933,1,CHN,NL,97,346,45,114,17,4,4,51,5,,34,16,,5,3,,12 +stewale01,1933,1,WS1,AL,35,77,9,11,1,2,0,4,0,0,12,9,,0,9,, +stilero01,1933,1,SLA,AL,31,33,0,2,0,0,0,1,0,0,1,19,,1,2,, +stonejo01,1933,1,DET,AL,148,574,86,161,33,11,11,80,1,4,54,37,,2,2,, +stonejo02,1933,1,CHA,AL,10,25,4,3,0,0,1,3,0,0,2,2,,0,1,, +stortli01,1933,1,SLA,AL,70,210,26,41,7,4,3,21,2,2,25,31,,0,5,, +stoutal01,1933,1,SLN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stoutal01,1933,2,CIN,NL,23,22,2,4,0,0,0,0,0,,1,13,,0,1,,1 +stripjo01,1933,1,BRO,NL,141,537,69,149,20,7,1,51,5,,26,23,,1,15,,10 +stumpge01,1933,1,BOS,AL,22,41,8,14,3,0,0,5,4,0,4,2,,0,0,, +suhrgu01,1933,1,PIT,NL,154,566,72,151,31,11,10,75,2,,72,52,,0,17,,11 +sukefcl01,1933,1,BRO,NL,20,36,1,2,0,0,0,0,0,,2,1,,0,1,,2 +sullibi04,1933,1,CHA,AL,54,125,9,24,0,1,0,13,0,0,10,5,,0,5,, +swansev01,1933,1,CHA,AL,144,539,102,165,25,7,1,63,19,11,93,35,,3,15,, +swetost01,1933,1,PIT,NL,31,55,3,11,0,2,0,4,0,,1,7,,0,6,,2 +swiftbi01,1933,1,PIT,NL,37,82,10,20,4,0,0,4,0,,0,14,,1,0,,3 +tayloda01,1933,1,BRO,NL,103,358,75,102,21,9,9,40,11,,47,45,,0,5,,8 +tayloza02,1933,1,CHN,NL,16,11,0,0,0,0,0,0,0,,0,1,,0,0,,1 +terrybi01,1933,1,NY1,NL,123,475,68,153,20,5,6,58,3,,40,23,,0,9,,10 +theveto01,1933,1,PIT,NL,73,253,20,79,5,1,0,34,2,,3,5,,0,6,,10 +thomabu01,1933,1,WS1,AL,2,1,0,0,0,0,0,0,0,0,0,0,,0,0,, +thomato02,1933,1,WS1,AL,35,42,5,10,0,0,0,2,0,0,4,4,,0,6,, +thompto02,1933,1,BSN,NL,24,97,6,18,1,0,0,6,0,,4,6,,0,1,,5 +thurssl01,1933,1,BRO,NL,32,44,4,7,2,0,0,7,0,,0,7,,0,1,,1 +tietjle01,1933,1,CHA,AL,3,8,1,1,1,0,0,2,0,0,1,1,,0,1,, +tinnibu01,1933,1,CHN,NL,32,67,3,14,2,0,0,10,0,,1,17,,0,3,,0 +toddal01,1933,1,PHI,NL,73,136,13,28,4,0,0,10,1,,4,18,,2,2,,3 +travice01,1933,1,WS1,AL,18,43,7,13,1,0,0,2,0,0,2,5,,1,0,, +traynpi01,1933,1,PIT,NL,154,624,85,190,27,6,1,82,5,,35,24,,1,16,,14 +troskha01,1933,1,CLE,AL,11,44,6,13,1,2,1,8,0,0,2,12,,1,0,, +uhlege01,1933,1,DET,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +uhlege01,1933,2,NY1,NL,8,5,1,0,0,0,0,0,0,,1,3,,0,0,,0 +uhlege01,1933,3,NYA,AL,12,20,1,8,1,0,0,1,0,0,4,2,,0,1,, +urbanbi01,1933,1,BSN,NL,144,566,65,142,21,4,0,35,4,,33,48,,5,14,,13 +vanatru01,1933,1,NYA,AL,26,60,8,17,2,0,0,7,0,0,2,8,,0,5,, +vanceda01,1933,1,SLN,NL,28,28,1,5,1,0,0,3,0,,0,8,,0,3,,1 +vaughar01,1933,1,PIT,NL,152,573,85,180,29,19,9,97,3,,64,23,,5,13,,9 +vergejo01,1933,1,NY1,NL,123,458,57,124,21,6,16,72,1,,39,66,,3,7,,16 +vosmijo01,1933,1,CLE,AL,119,438,53,115,20,10,4,56,0,2,42,13,,3,2,, +walberu01,1933,1,PHA,AL,41,68,4,9,3,1,0,6,0,1,5,10,,0,7,, +walkebi01,1933,1,SLN,NL,29,53,2,7,0,0,1,2,0,,1,16,,0,3,,3 +walkedi02,1933,1,NYA,AL,98,328,68,90,15,7,15,51,2,2,26,28,,1,4,, +walkege02,1933,1,DET,AL,127,483,68,135,29,7,9,64,26,9,15,49,,2,6,, +waltebu01,1933,1,BOS,AL,52,195,27,50,8,3,4,28,1,1,19,24,,1,10,, +wanerll01,1933,1,PIT,NL,121,500,59,138,14,5,0,26,3,,22,8,,0,4,,4 +wanerpa01,1933,1,PIT,NL,154,618,101,191,38,16,7,70,3,,60,20,,2,14,,10 +warneja01,1933,1,PHI,NL,107,340,31,76,15,1,0,22,1,,28,33,,1,12,,13 +warnelo01,1933,1,CHN,NL,39,100,9,30,6,1,2,13,0,,3,13,,0,3,,4 +warstra01,1933,1,BOS,AL,92,322,44,70,13,1,1,17,2,4,42,36,,0,6,, +watkige01,1933,1,SLN,NL,138,525,66,146,24,5,5,62,11,,39,62,,12,9,,7 +watwojo01,1933,1,BOS,AL,13,30,2,4,0,0,0,2,0,0,3,3,,0,0,, +weavemo01,1933,1,WS1,AL,23,56,6,7,1,0,0,4,0,0,2,14,,0,1,, +webbea01,1933,1,DET,AL,6,11,1,3,0,0,0,3,0,0,3,0,,0,0,, +webbea01,1933,2,CHA,AL,58,107,16,31,5,0,1,8,0,0,16,13,,0,2,, +weilabo01,1933,1,BOS,AL,39,65,3,7,0,0,0,1,0,0,4,22,,0,6,, +weintph01,1933,1,NY1,NL,8,15,3,3,0,0,1,1,0,,3,2,,0,0,,0 +welchjo01,1933,1,BOS,AL,47,37,4,6,1,0,0,1,0,0,1,5,,0,2,, +wellsed01,1933,1,SLA,AL,38,71,5,14,2,0,0,4,0,0,3,11,,0,4,, +werbebi01,1933,1,NYA,AL,3,2,0,0,0,0,0,0,0,0,0,0,,0,0,, +werbebi01,1933,2,BOS,AL,108,425,64,110,30,6,3,39,15,5,33,39,,0,13,, +westsa01,1933,1,SLA,AL,133,517,93,155,25,12,11,48,10,8,59,49,,1,5,, +whitebu01,1933,1,SLN,NL,12,7,2,2,0,0,0,1,0,,0,1,,0,1,,1 +whiteea01,1933,1,WS1,AL,40,108,7,24,2,1,0,11,0,0,6,14,,0,5,, +whitejo01,1933,1,DET,AL,91,234,43,59,9,5,2,34,5,5,27,26,,3,7,, +whitnpi01,1933,1,PHI,NL,31,121,12,32,4,0,3,19,1,,8,8,,0,3,,8 +whitnpi01,1933,2,BSN,NL,100,382,42,94,17,2,8,49,2,,25,23,,2,5,,12 +willidi01,1933,1,PHA,AL,115,408,52,118,20,5,11,73,1,0,32,35,,1,3,, +willihu01,1933,1,PHI,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,,0 +wilsoch02,1933,1,SLN,NL,1,1,0,0,0,0,0,0,0,,0,1,,0,0,,0 +wilsoha01,1933,1,BRO,NL,117,360,41,96,13,2,9,54,7,,52,50,,0,1,,8 +wilsoji01,1933,1,SLN,NL,113,369,34,94,17,0,1,45,6,,23,33,,1,5,,10 +winseto01,1933,1,BOS,AL,6,12,1,1,0,0,0,0,0,0,1,6,,0,0,, +winstha01,1933,1,PHA,AL,1,3,0,0,0,0,0,0,0,0,0,2,,0,0,, +worthre01,1933,1,BSN,NL,17,45,3,7,4,0,0,0,0,,1,3,,0,0,,3 +wrighal01,1933,1,BSN,NL,4,1,0,1,0,0,0,0,0,,0,0,,0,0,,0 +wrighgl01,1933,1,BRO,NL,71,192,19,49,13,0,1,18,1,,11,24,,1,4,,9 +wyattwh01,1933,1,DET,AL,10,2,0,0,0,0,0,0,0,0,0,0,,0,0,, +wyattwh01,1933,2,CHA,AL,26,28,5,6,1,0,0,2,0,0,1,3,,0,1,, +yerkeca01,1933,1,CHN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +youngpe01,1933,1,PIT,NL,25,20,3,6,1,1,0,0,0,,0,5,,0,0,,0 +zachato01,1933,1,BSN,NL,27,42,1,5,1,0,0,1,0,,1,15,,0,3,,4 +zapusjo01,1933,1,PHA,AL,2,5,0,1,0,0,0,0,0,0,0,0,,0,0,, +adamssp01,1934,1,CIN,NL,87,278,38,70,16,1,0,14,2,,20,10,,2,1,,2 +allenet01,1934,1,PHI,NL,145,581,87,192,42,4,10,85,6,,33,47,,3,16,,16 +allenjo02,1934,1,NYA,AL,13,26,2,5,0,0,0,1,0,0,4,6,,0,2,, +almadme01,1934,1,BOS,AL,23,90,7,21,2,1,0,10,3,2,6,8,,0,2,, +andreiv01,1934,1,SLA,AL,43,40,5,14,2,0,0,7,0,0,3,7,,0,1,, +applilu01,1934,1,CHA,AL,118,452,75,137,28,6,2,61,3,1,59,27,,0,5,, +armbror01,1934,1,WS1,AL,3,4,0,0,0,0,0,0,0,0,0,4,,0,0,, +aukerel01,1934,1,DET,AL,43,74,3,11,2,0,0,8,0,0,4,28,,0,7,, +averiea01,1934,1,CLE,AL,154,598,128,187,48,6,31,113,5,3,99,44,,4,1,, +babicjo01,1934,1,BRO,NL,25,50,4,7,0,0,0,3,0,,0,19,,0,1,,0 +barneju01,1934,1,CIN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barredi01,1934,1,BSN,NL,15,7,0,1,0,0,0,0,0,,0,1,,0,0,,0 +bartedi01,1934,1,PHI,NL,146,604,102,187,30,4,0,37,13,,64,59,,9,9,,11 +beanbe01,1934,1,CLE,AL,21,15,1,3,0,0,0,0,0,0,2,5,,0,1,, +beckbo01,1934,1,BRO,NL,22,17,2,4,1,0,0,0,0,,1,1,,0,1,,2 +bejmaol01,1934,1,SLA,AL,95,262,39,71,16,3,2,29,3,2,40,36,,4,7,, +bellhi01,1934,1,NY1,NL,22,19,2,2,0,0,0,0,0,,1,8,,0,1,,0 +bengera01,1934,1,BRO,NL,36,89,7,15,1,0,0,7,0,,3,10,,0,2,,1 +bensoal01,1934,1,WS1,AL,2,3,0,0,0,0,0,0,0,0,0,0,,0,2,, +bentoal01,1934,1,PHA,AL,32,55,1,6,0,0,0,2,0,0,0,22,,0,2,, +bentola01,1934,1,CIN,NL,16,7,0,2,0,0,0,1,0,,0,3,,0,0,,0 +bergewa01,1934,1,BSN,NL,150,615,92,183,35,8,34,121,2,,49,65,,3,1,,14 +bergmo01,1934,1,WS1,AL,33,86,5,21,4,0,0,6,2,0,6,4,,1,2,, +bergmo01,1934,2,CLE,AL,29,97,4,25,3,1,0,9,0,0,1,7,,0,2,, +berrera01,1934,1,BRO,NL,39,79,7,17,4,0,0,3,0,,1,16,,0,1,,1 +berrych02,1934,1,PHA,AL,99,269,14,72,10,2,0,34,1,0,22,23,,0,9,, +bettshu01,1934,1,BSN,NL,40,69,3,13,1,0,0,2,0,,6,8,,0,6,,1 +birkora01,1934,1,PIT,NL,41,75,6,17,3,0,0,11,0,,1,14,,0,2,,0 +bishoma01,1934,1,BOS,AL,97,253,65,66,13,1,1,22,3,2,82,22,,2,4,, +blaehge01,1934,1,SLA,AL,39,75,4,7,1,0,0,2,0,0,5,32,,0,10,, +blakeli01,1934,1,CIN,NL,34,102,11,23,1,1,0,10,1,,5,14,,1,2,,6 +blantcy01,1934,1,PIT,NL,1,1,0,0,0,0,0,0,0,,1,0,,0,0,,1 +bluegos01,1934,1,WS1,AL,99,285,39,70,9,2,0,11,2,1,23,15,,2,4,, +bocekmi01,1934,1,CHA,AL,19,38,3,8,1,0,0,3,0,0,5,5,,0,0,, +bokenbo01,1934,1,WS1,AL,11,27,5,6,1,1,0,6,2,0,3,1,,0,0,, +bokenbo01,1934,2,CHA,AL,81,297,30,70,9,1,3,40,2,1,15,32,,1,6,, +bolaned01,1934,1,PHI,NL,8,30,2,9,1,1,0,5,1,,0,2,,0,0,,0 +boltocl01,1934,1,WS1,AL,42,148,12,40,9,1,1,17,2,0,11,9,,0,1,, +bonurze01,1934,1,CHA,AL,127,510,86,154,35,4,27,110,0,2,64,31,,0,1,, +bordafr01,1934,1,CHA,AL,29,87,12,28,3,1,0,2,1,2,3,8,,0,1,, +bottoji01,1934,1,CIN,NL,142,556,72,158,31,11,11,78,1,,33,40,,0,3,,9 +bowmajo01,1934,1,NY1,NL,31,29,4,5,0,1,0,4,0,,2,3,,0,1,,0 +boylebu01,1934,1,BRO,NL,128,472,88,144,26,10,7,48,8,,51,44,,3,3,,7 +branded01,1934,1,BSN,NL,48,96,14,23,1,2,0,9,0,,6,7,,0,2,,3 +brenndo01,1934,1,CIN,NL,28,22,2,5,2,0,0,2,0,,0,11,,0,1,,0 +brenzbi01,1934,1,CLE,AL,15,51,4,11,3,0,0,3,0,0,2,1,,0,2,, +bridgto01,1934,1,DET,AL,36,98,7,12,2,0,0,10,0,0,7,25,,0,8,, +broacjo01,1934,1,NYA,AL,26,66,2,2,0,0,0,0,0,0,4,33,,0,4,, +brownbo02,1934,1,BSN,NL,16,21,1,5,0,0,0,1,0,,1,3,,0,0,,0 +browncl01,1934,1,CLE,AL,17,17,1,5,1,0,0,1,0,0,2,3,,0,0,, +brownll01,1934,1,CLE,AL,38,30,1,7,2,0,0,2,0,0,1,10,,0,1,, +brubabi01,1934,1,PIT,NL,3,6,0,2,1,0,0,1,0,,1,0,,0,0,,0 +bucheji01,1934,1,BRO,NL,47,84,12,19,5,2,0,8,1,,4,7,,0,1,,1 +burkebo01,1934,1,WS1,AL,41,57,6,13,1,1,0,4,0,0,3,7,,0,3,, +burnejo01,1934,1,CLE,AL,72,208,28,61,11,2,3,30,1,1,18,11,,1,2,, +burnsja02,1934,1,SLA,AL,154,612,86,157,28,8,13,73,9,3,62,47,,2,12,, +bushgu01,1934,1,CHN,NL,41,70,4,16,1,0,0,10,2,,2,13,,0,6,,4 +byrdsa01,1934,1,NYA,AL,106,191,32,47,8,0,3,23,1,2,18,22,,2,7,, +cainsu01,1934,1,PHA,AL,36,82,4,13,1,0,0,6,0,0,1,23,,0,5,, +caithge01,1934,1,CHA,AL,5,19,1,6,1,0,0,3,0,0,1,5,,0,1,, +camildo01,1934,1,CHN,NL,32,120,17,33,8,0,4,19,1,,5,25,,2,1,,0 +camildo01,1934,2,PHI,NL,102,378,52,100,20,3,12,68,3,,48,69,,2,1,,9 +campbbr01,1934,1,SLA,AL,138,481,62,134,25,6,9,74,5,4,51,64,,2,0,, +cantwbe01,1934,1,BSN,NL,29,43,5,12,0,0,0,1,0,,0,4,,0,5,,0 +carlete01,1934,1,SLN,NL,41,88,7,17,2,1,1,10,0,,5,27,,0,3,,1 +carroow01,1934,1,BRO,NL,28,25,1,6,2,0,0,1,0,,2,5,,0,0,,1 +carsoki01,1934,1,CLE,AL,5,18,4,5,2,1,0,1,0,0,2,3,,0,0,, +cascajo01,1934,1,PHA,AL,42,64,2,6,1,0,0,2,0,0,1,19,,3,3,, +castege01,1934,1,PHA,AL,5,15,1,4,0,0,0,4,0,0,0,2,,0,0,, +castlsl01,1934,1,NY1,NL,7,4,0,1,1,0,0,1,0,,1,3,,0,0,,0 +cavarph01,1934,1,CHN,NL,7,21,5,8,0,1,1,6,1,,2,3,,0,0,,0 +chagnle01,1934,1,PIT,NL,33,13,2,3,0,0,0,0,0,,0,3,,1,0,,0 +chambjo01,1934,1,CHA,AL,43,141,13,34,5,1,2,17,1,1,6,38,,0,0,, +chapmbe01,1934,1,NYA,AL,149,588,82,181,21,13,5,86,26,16,67,68,,3,8,, +chapmgl01,1934,1,BRO,NL,67,93,19,26,5,1,1,10,1,,7,19,,0,1,,1 +chiozlo01,1934,1,PHI,NL,134,484,66,147,28,5,0,44,9,,34,35,,6,8,,10 +cissebi01,1934,1,BOS,AL,102,416,71,111,13,4,4,44,11,4,28,23,,1,7,, +clancbu01,1934,1,PHI,NL,20,49,8,12,0,0,1,7,0,,6,4,,1,0,,0 +clarkea01,1934,1,SLA,AL,13,41,4,7,2,0,0,1,0,0,1,3,,0,1,, +clarkwa02,1934,1,NY1,NL,5,6,1,1,1,0,0,0,0,,1,1,,0,1,,0 +clarkwa02,1934,2,BRO,NL,17,8,1,1,0,0,0,0,0,,0,2,,0,0,,0 +cliftfl01,1934,1,DET,AL,16,16,3,1,0,0,0,1,0,0,1,2,,0,0,, +cliftha01,1934,1,SLA,AL,147,572,104,149,30,10,14,56,7,2,84,100,,2,6,, +cochrmi01,1934,1,DET,AL,129,437,74,140,32,1,2,76,8,4,78,26,,4,5,, +coffmdi01,1934,1,SLA,AL,40,51,3,11,1,0,0,5,0,0,1,23,,0,5,, +cohensy01,1934,1,WS1,AL,4,11,1,3,0,0,0,2,0,0,0,1,,0,0,, +colemed01,1934,1,PHA,AL,101,329,53,92,14,6,14,60,0,1,29,34,,2,1,, +colliph01,1934,1,PHI,NL,48,88,6,15,0,0,0,5,0,,1,15,,0,7,,0 +colliri02,1934,1,SLN,NL,154,600,116,200,40,12,35,128,2,,57,50,,2,3,,11 +combsea01,1934,1,NYA,AL,63,251,47,80,13,5,2,25,3,1,40,9,,0,4,, +comorad01,1934,1,CIN,NL,127,446,46,115,12,6,0,40,1,,34,23,,3,8,,14 +conlajo01,1934,1,CHA,AL,63,225,35,56,11,3,0,16,2,2,19,7,,1,10,, +connasa01,1934,1,CLE,AL,5,1,0,0,0,0,0,0,0,0,0,0,,0,0,, +cookedu01,1934,1,BOS,AL,74,168,34,41,8,5,1,26,7,2,36,25,,0,0,, +cramedo01,1934,1,PHA,AL,153,649,99,202,29,9,6,46,1,5,40,35,,2,12,, +crawfpa01,1934,1,SLN,NL,61,70,3,19,2,0,0,16,0,,5,3,,0,1,,2 +critzhu01,1934,1,NY1,NL,137,571,77,138,17,1,6,40,3,,19,24,,2,22,,12 +cronijo01,1934,1,WS1,AL,127,504,68,143,30,9,7,101,8,0,53,28,,1,9,, +crosefr01,1934,1,NYA,AL,138,554,85,147,22,10,11,67,5,6,61,58,,5,12,, +crowdal01,1934,1,WS1,AL,29,32,1,7,1,0,0,1,0,0,2,6,,0,2,, +crowdal01,1934,2,DET,AL,9,30,1,4,0,0,0,0,0,0,0,4,,0,0,, +cuccito01,1934,1,BRO,NL,140,528,59,138,32,2,14,94,0,,49,45,,1,9,,8 +cuyleki01,1934,1,CHN,NL,142,559,80,189,42,8,6,69,15,,31,62,,4,13,,10 +danniha01,1934,1,NY1,NL,53,97,8,32,7,0,1,7,1,,1,9,,0,1,,5 +darroge01,1934,1,PHI,NL,17,15,3,2,2,0,0,0,0,,4,6,,0,0,,0 +daviscu01,1934,1,PHI,NL,51,95,9,20,2,0,1,7,0,,1,17,,0,7,,3 +daviski01,1934,1,SLN,NL,16,33,6,10,3,0,1,4,1,,3,1,,0,0,,1 +daviski01,1934,2,PHI,NL,100,393,50,115,25,5,3,48,1,,27,28,,0,4,,7 +davissp01,1934,1,SLN,NL,107,347,45,104,22,4,9,65,0,,34,27,,2,1,,12 +deandi01,1934,1,SLN,NL,51,118,15,29,3,1,2,9,1,,1,15,,0,7,,5 +deanpa01,1934,1,SLN,NL,39,83,6,20,4,0,0,3,0,,1,12,,0,3,,0 +delanbi02,1934,1,SLN,NL,93,253,41,80,18,3,13,40,1,,41,37,,1,0,,5 +derripa01,1934,1,CIN,NL,47,92,6,18,2,2,0,4,0,,3,21,,0,3,,6 +deshoji01,1934,1,NYA,AL,31,42,5,8,0,0,0,0,0,0,7,5,,1,4,, +devench01,1934,1,NYA,AL,1,2,0,1,0,0,0,0,0,0,3,0,,0,0,, +dickebi01,1934,1,NYA,AL,104,395,56,127,24,4,12,72,0,3,38,18,,2,3,, +dietrbi01,1934,1,PHA,AL,40,72,6,15,2,1,1,4,0,0,7,32,,0,4,, +diggsre01,1934,1,WS1,AL,4,8,0,2,0,0,0,0,0,0,0,2,,0,2,, +doljafr01,1934,1,DET,AL,56,120,15,28,7,1,1,19,2,1,13,15,,1,2,, +dugasgu01,1934,1,WS1,AL,24,19,2,1,1,0,0,1,0,0,3,3,,0,0,, +durocle01,1934,1,SLN,NL,146,500,62,130,26,5,3,70,2,,33,40,,2,6,,16 +dykesji01,1934,1,CHA,AL,127,456,52,122,17,4,7,82,1,1,64,28,,4,12,, +earnsge01,1934,1,CHA,AL,33,79,5,16,3,0,0,6,0,0,3,16,,1,3,, +edwarsh01,1934,1,CIN,NL,1,1,0,0,0,0,0,0,0,,0,1,,0,0,,0 +ellioju01,1934,1,PHI,NL,3,1,0,0,0,0,0,0,0,,0,1,,0,0,,0 +ellioju01,1934,2,BSN,NL,7,4,1,1,0,0,0,0,0,,1,1,,0,0,,0 +engliwo01,1934,1,CHN,NL,109,421,65,117,26,5,3,31,6,,48,65,,1,5,,6 +fehridu01,1934,1,CHA,AL,1,1,0,0,0,0,0,0,0,0,0,1,,0,0,, +ferreri01,1934,1,BOS,AL,132,437,50,130,29,4,1,48,0,0,66,20,,0,4,, +ferrewe01,1934,1,BOS,AL,34,78,12,22,4,0,4,17,1,0,7,15,,0,3,, +fillema01,1934,1,WS1,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +finneha02,1934,1,PIT,NL,5,0,3,0,0,0,0,0,0,,0,0,,1,0,,0 +finnelo01,1934,1,PHA,AL,92,272,32,76,11,4,1,28,4,3,14,17,,0,7,, +fischca01,1934,1,DET,AL,20,31,1,2,0,0,0,3,0,0,1,6,,0,5,, +fitzsfr01,1934,1,NY1,NL,38,95,12,22,2,1,2,8,0,,3,12,,2,2,,6 +fletcel01,1934,1,BSN,NL,8,4,4,2,0,0,0,0,1,,0,2,,0,0,,0 +flohrmo01,1934,1,PHA,AL,15,12,1,4,0,0,0,0,0,0,0,3,,0,0,, +floweja01,1934,1,CIN,NL,13,9,1,3,0,0,0,0,1,,1,1,,1,0,,0 +foxpe01,1934,1,DET,AL,128,516,101,147,31,2,2,45,25,10,49,53,,4,10,, +foxxji01,1934,1,PHA,AL,150,539,120,180,28,6,44,130,11,2,111,75,,1,1,, +frankfr02,1934,1,BSN,NL,37,85,12,17,3,1,0,9,0,,4,9,,0,7,,2 +frasivi01,1934,1,DET,AL,8,7,2,2,0,0,0,1,0,0,0,2,,0,0,, +fredejo01,1934,1,BRO,NL,104,307,51,91,20,1,4,35,4,,33,13,,3,1,,5 +freitto01,1934,1,CIN,NL,31,47,1,9,1,0,0,3,0,,5,15,,0,1,,0 +frencla01,1934,1,PIT,NL,49,84,8,16,3,0,0,6,0,,4,16,,0,10,,3 +freybe01,1934,1,CIN,NL,41,82,6,14,0,1,0,6,0,,7,21,,1,2,,1 +freylo01,1934,1,BRO,NL,125,490,77,139,24,5,8,57,11,,52,54,,5,9,,7 +frinkfr01,1934,1,PHI,NL,2,0,0,0,0,0,0,0,0,,0,0,,0,0,,0 +friscfr01,1934,1,SLN,NL,140,550,74,168,30,6,3,75,11,,45,10,,1,10,,17 +fullich01,1934,1,PHI,NL,28,102,8,23,6,0,0,12,2,,10,4,,1,1,,1 +fullich01,1934,2,SLN,NL,69,199,21,52,9,1,0,26,4,,14,11,,0,3,,6 +galanau01,1934,1,CHN,NL,66,192,31,50,6,2,5,22,4,,16,15,,0,0,,2 +galatmi01,1934,1,CLE,AL,49,196,29,53,10,2,0,15,3,2,21,8,,1,4,, +galehde01,1934,1,CLE,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +galliph01,1934,1,CHA,AL,35,40,3,9,3,0,0,2,0,0,0,5,,1,3,, +garbabo01,1934,1,CLE,AL,5,11,1,0,0,0,0,0,0,0,1,3,,0,0,, +garmsde01,1934,1,SLA,AL,91,232,25,68,14,4,0,31,0,0,27,19,,2,5,, +gastomi01,1934,1,CHA,AL,29,68,2,10,1,0,0,7,0,0,3,14,,0,1,, +gehrich01,1934,1,DET,AL,154,601,134,214,50,7,11,127,11,8,99,25,,3,5,, +gehrilo01,1934,1,NYA,AL,154,579,128,210,40,6,49,165,9,5,109,31,,2,0,, +gilljo01,1934,1,WS1,AL,13,53,7,13,3,0,2,7,0,0,2,3,,1,0,, +gomezle01,1934,1,NYA,AL,38,99,8,13,1,0,0,4,0,0,6,30,,1,13,, +gosligo01,1934,1,DET,AL,151,614,106,187,38,7,13,100,5,4,65,38,,2,5,, +grabore01,1934,1,PHI,NL,27,18,0,1,0,0,0,1,0,,0,3,,0,1,,0 +graceea01,1934,1,PIT,NL,95,289,27,78,17,1,4,24,0,,20,19,,0,0,,6 +grahask02,1934,1,BOS,AL,13,47,7,11,2,1,0,3,2,2,6,13,,0,1,, +grantge01,1934,1,NY1,NL,32,29,5,7,2,0,1,4,0,,8,6,,0,0,,0 +greenha01,1934,1,DET,AL,153,593,118,201,63,7,26,139,9,5,63,93,,2,9,, +grimebu01,1934,1,SLN,NL,4,0,0,0,0,0,0,0,0,,0,0,,0,1,,0 +grimebu01,1934,2,NYA,AL,10,2,0,0,0,0,0,0,0,0,0,0,,0,0,, +grimebu01,1934,3,PIT,NL,8,7,0,1,0,0,0,0,0,,0,1,,0,0,,0 +grimmch01,1934,1,CHN,NL,75,267,24,79,8,1,5,47,1,,16,12,,1,2,,9 +grissle01,1934,1,CIN,NL,4,1,0,0,0,0,0,0,0,,0,1,,0,0,,0 +grovele01,1934,1,BOS,AL,22,37,4,6,1,0,1,4,0,0,2,13,,0,3,, +grubefr01,1934,1,SLA,AL,65,170,22,49,10,0,0,11,2,1,24,11,,1,0,, +gyseldi01,1934,1,BSN,NL,24,36,7,6,1,1,0,4,0,,2,11,,0,0,,0 +haasmu01,1934,1,CHA,AL,106,351,54,94,16,3,2,22,1,0,47,22,,0,24,, +hackst01,1934,1,CHN,NL,111,402,54,116,16,6,1,21,11,,45,42,,2,9,,8 +hadlebu01,1934,1,SLA,AL,39,64,2,13,1,0,0,5,0,0,3,10,,0,6,, +hafeych01,1934,1,CIN,NL,140,535,75,157,29,6,18,67,4,,52,63,,3,6,,10 +haineje01,1934,1,SLN,NL,37,19,1,3,0,0,0,0,0,,1,5,,0,1,,1 +haleod01,1934,1,CLE,AL,143,563,82,170,44,6,13,101,8,12,48,50,,0,5,, +hallabi01,1934,1,SLN,NL,32,55,3,10,1,0,0,6,0,,2,16,,0,4,,1 +hamlilu01,1934,1,DET,AL,20,26,1,6,0,0,0,2,0,0,0,8,,0,3,, +hansesn01,1934,1,PHI,NL,50,43,2,10,1,0,0,3,0,,2,15,,0,0,,1 +hardeme01,1934,1,CLE,AL,44,87,9,14,6,0,0,5,0,0,3,24,,0,9,, +harribi01,1934,1,PIT,NL,11,2,0,1,0,0,0,1,0,,0,1,,0,0,,0 +harrida01,1934,1,WS1,AL,97,235,28,59,14,3,2,37,2,3,39,40,,0,3,, +hartlgr01,1934,1,SLA,AL,5,3,0,1,1,0,0,0,0,0,1,0,,0,0,, +hartnga01,1934,1,CHN,NL,130,438,58,131,21,1,22,90,0,,37,46,,3,9,,15 +haslimi01,1934,1,PHI,NL,72,166,28,44,8,2,1,11,1,,16,13,,0,4,,6 +hayesfr01,1934,1,PHA,AL,92,248,24,56,10,0,6,30,2,1,20,44,,1,2,, +hayesja02,1934,1,CHA,AL,62,226,19,58,9,1,1,31,3,2,23,20,,0,6,, +haywora01,1934,1,DET,AL,54,167,20,49,5,2,0,27,0,2,16,22,,0,0,, +healyfr01,1934,1,SLN,NL,15,13,1,4,1,0,0,1,0,,0,2,,0,0,,1 +heffndo01,1934,1,NYA,AL,72,241,29,63,8,3,0,25,1,1,25,18,,0,4,, +heisecl01,1934,1,SLN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hemslro01,1934,1,SLA,AL,123,431,47,133,31,7,2,52,6,2,29,37,,2,11,, +hendrha01,1934,1,PHI,NL,59,116,12,34,8,0,0,19,0,,9,15,,0,2,,3 +hermaba01,1934,1,CHN,NL,125,467,65,142,34,5,14,84,1,,35,71,,0,5,,9 +hermabi01,1934,1,CHN,NL,113,456,79,138,21,6,3,42,6,,34,31,,3,8,,8 +herriar01,1934,1,BRO,NL,14,14,1,2,0,0,0,2,0,,4,3,,0,0,,0 +hevinjo02,1934,1,CHA,AL,33,27,2,5,3,0,0,1,0,0,3,6,,0,0,, +higgipi01,1934,1,PHA,AL,144,543,89,179,37,6,16,90,9,2,56,70,,0,7,, +highan01,1934,1,PHI,NL,47,68,4,14,2,0,0,7,1,,9,3,,0,0,,6 +hildeor01,1934,1,CLE,AL,33,76,5,13,3,0,0,8,0,0,3,5,,0,4,, +hinklgo01,1934,1,BOS,AL,27,75,7,13,6,1,0,9,0,0,7,23,,0,1,, +hoagmy01,1934,1,NYA,AL,97,251,45,67,8,2,3,34,1,3,21,21,,0,3,, +hockege01,1934,1,BOS,AL,3,11,1,3,0,0,0,0,0,0,1,0,,0,0,, +hogansh01,1934,1,BSN,NL,92,279,20,73,5,2,4,34,0,,16,13,,6,1,,16 +hoggbe01,1934,1,BRO,NL,2,1,0,0,0,0,0,0,0,,0,0,,0,0,,0 +hogsech01,1934,1,DET,AL,26,13,0,3,0,0,0,1,0,0,0,5,,0,0,, +holdejo01,1934,1,PHI,NL,10,14,1,1,0,0,0,0,0,,0,2,,0,0,,1 +holladu01,1934,1,CLE,AL,50,128,19,32,12,1,2,13,0,0,13,11,,0,1,, +holleed01,1934,1,PHI,NL,16,24,0,5,0,0,0,2,0,,0,5,,0,0,,1 +holleed01,1934,2,PIT,NL,5,2,1,2,2,0,0,0,0,,0,0,,0,0,,0 +hopkima01,1934,1,PHI,NL,10,25,6,3,2,0,0,3,0,,7,5,,0,0,,1 +hopkima01,1934,2,CHA,AL,67,210,22,45,7,0,2,28,0,3,42,26,,1,7,, +hornsro01,1934,1,SLA,AL,24,23,2,7,2,0,1,11,0,0,7,4,,1,0,, +hoytwa01,1934,1,PIT,NL,48,56,2,10,1,0,0,7,0,,4,8,,0,2,,3 +hubbeca01,1934,1,NY1,NL,49,117,9,23,1,0,0,9,0,,4,11,,0,3,,0 +hudliwi01,1934,1,CLE,AL,36,68,5,14,4,0,1,2,0,0,6,20,,0,5,, +hurstdo01,1934,1,PHI,NL,40,130,16,34,9,0,2,21,1,,12,7,,0,1,,1 +hurstdo01,1934,2,CHN,NL,51,151,13,30,5,0,3,12,0,,8,18,,0,0,,3 +jackstr01,1934,1,NY1,NL,137,523,75,140,26,7,16,101,1,,37,71,,0,14,,15 +jeffrir01,1934,1,PHI,NL,56,175,28,43,6,0,4,19,2,,15,10,,0,3,,6 +jensewo01,1934,1,PIT,NL,88,283,34,82,13,4,0,27,2,,4,13,,2,5,,8 +johnsbo01,1934,1,PHA,AL,141,547,111,168,26,6,34,92,12,8,58,60,,1,3,, +johnsha01,1934,1,BOS,AL,31,43,4,10,2,0,0,3,0,0,2,6,,0,1,, +johnsll01,1934,1,PIT,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnsro02,1934,1,BOS,AL,143,569,85,182,43,10,7,119,11,5,54,36,,0,3,, +johnssi01,1934,1,CIN,NL,46,72,3,10,0,1,0,1,0,,2,24,,0,0,,0 +johnssy01,1934,1,CIN,NL,2,2,1,1,0,0,1,2,0,,0,0,,0,0,,0 +johnssy01,1934,2,PHI,NL,42,41,8,8,1,0,0,3,0,,3,13,,0,2,,1 +joinero01,1934,1,CHN,NL,20,10,0,2,0,0,0,0,0,,0,2,,0,0,,0 +jonessa01,1934,1,CHA,AL,31,60,9,12,3,0,0,6,0,1,8,13,,1,4,, +jordabu01,1934,1,BSN,NL,124,489,68,152,26,9,2,58,3,,35,19,,1,10,,10 +jordaji01,1934,1,BRO,NL,97,369,34,98,17,2,0,43,1,,9,32,,1,2,,9 +jorgear01,1934,1,NYA,AL,58,183,14,38,6,1,0,20,2,0,23,24,,0,1,, +judgejo01,1934,1,BOS,AL,10,15,3,5,2,0,0,2,0,0,2,1,,0,1,, +jurgebi01,1934,1,CHN,NL,100,358,43,88,15,2,8,33,1,,19,34,,3,5,,10 +kammwi01,1934,1,CLE,AL,121,386,52,104,23,3,0,42,7,1,62,38,,1,8,, +kampoal01,1934,1,CIN,NL,19,66,6,13,1,0,0,3,2,,3,18,,2,1,,1 +kellere01,1934,1,BOS,AL,9,9,0,0,0,0,0,0,0,0,1,5,,0,0,, +kenneve01,1934,1,CHA,AL,3,7,0,2,0,0,0,0,0,0,0,1,,0,0,, +kerrjo01,1934,1,WS1,AL,31,103,8,28,4,0,0,12,1,1,8,13,,0,2,, +kinzyha01,1934,1,CHA,AL,13,10,1,3,0,0,0,0,0,0,1,3,,0,0,, +klaerhu01,1934,1,CHA,AL,3,6,2,2,2,0,0,0,0,0,0,0,,0,0,, +kleinch01,1934,1,CHN,NL,115,435,78,131,27,2,20,80,3,,47,38,,2,1,,6 +kleinte01,1934,1,PHI,NL,5,1,0,0,0,0,0,0,0,,0,0,,0,0,,0 +kleinte01,1934,2,CIN,NL,25,23,1,3,0,0,0,1,0,,1,7,,0,2,,1 +klinebo01,1934,1,PHA,AL,20,9,3,3,1,0,0,1,0,0,0,1,,0,1,, +klinebo01,1934,2,WS1,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +klumpel01,1934,1,WS1,AL,12,15,2,2,0,0,0,0,0,0,0,1,,1,0,, +knickbi01,1934,1,CLE,AL,146,593,82,188,32,5,4,67,6,6,25,40,,2,12,, +knottja01,1934,1,SLA,AL,45,30,3,4,0,0,0,1,0,0,4,17,,0,3,, +koenele01,1934,1,BRO,NL,123,460,79,147,31,7,14,73,8,,70,38,,1,5,,6 +koenima01,1934,1,CIN,NL,151,633,60,172,26,6,1,67,5,,15,24,,0,13,,17 +kolpra01,1934,1,CIN,NL,28,12,2,1,0,0,0,0,0,,0,0,,0,0,,0 +kressre01,1934,1,CHA,AL,8,14,3,4,0,0,0,1,0,0,3,3,,0,0,, +kressre01,1934,2,WS1,AL,56,171,18,39,4,3,4,24,3,0,17,19,,0,2,, +kuheljo01,1934,1,WS1,AL,63,263,49,76,12,3,3,25,2,7,30,14,,1,5,, +laggeed01,1934,1,PHA,AL,8,6,0,0,0,0,0,0,0,0,0,3,,0,0,, +larkist01,1934,1,DET,AL,2,3,0,1,1,0,0,0,1,0,0,2,,0,0,, +laryly01,1934,1,NYA,AL,1,0,0,0,0,0,0,0,0,0,1,0,,0,0,, +laryly01,1934,2,BOS,AL,129,419,58,101,20,4,2,54,12,5,66,51,,0,15,, +lavagco01,1934,1,PIT,NL,87,304,41,67,16,3,3,46,6,,32,39,,0,0,,3 +lazzeto01,1934,1,NYA,AL,123,438,59,117,24,6,14,67,11,1,71,64,,0,5,, +leebi02,1934,1,CHN,NL,40,76,6,10,3,0,0,7,0,,4,11,,0,3,,3 +leeha01,1934,1,BSN,NL,139,521,70,152,23,6,8,79,3,,47,43,,2,4,,12 +leeth01,1934,1,CLE,AL,24,21,1,2,1,0,0,1,0,0,1,11,,0,0,, +legetlo01,1934,1,BOS,AL,19,38,4,11,0,0,0,1,0,0,2,4,,0,0,, +leibeha01,1934,1,NY1,NL,63,187,17,45,5,3,2,25,1,,4,13,,0,4,,4 +leonadu02,1934,1,BRO,NL,44,67,3,12,3,1,0,4,0,,0,16,,0,5,,5 +leslisa01,1934,1,BRO,NL,146,546,75,181,29,6,9,102,5,,69,34,,3,3,,10 +lindsfr01,1934,1,PIT,NL,97,383,59,111,24,4,4,49,1,,23,21,,2,6,,10 +lindsji01,1934,1,CIN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lindsji01,1934,2,SLN,NL,11,1,0,0,0,0,0,0,0,,0,0,,0,0,,0 +linkeed01,1934,1,WS1,AL,8,11,0,2,0,1,0,0,0,0,0,2,,0,1,, +lohrmbi01,1934,1,PHI,NL,4,2,1,1,0,0,0,0,0,,0,0,,0,0,,0 +lombaer01,1934,1,CIN,NL,132,417,42,127,19,4,9,62,0,,16,22,,3,0,,24 +lopezal01,1934,1,BRO,NL,140,439,58,120,23,2,7,54,2,,49,44,,2,14,,15 +lucasra01,1934,1,BRO,NL,10,6,2,2,0,0,0,0,0,,2,1,,0,1,,0 +lucasre01,1934,1,PIT,NL,68,105,11,23,5,1,0,8,1,,6,16,,0,1,,2 +luquedo01,1934,1,NY1,NL,26,7,0,2,1,0,0,1,0,,0,1,,0,1,,0 +lyonste01,1934,1,CHA,AL,50,97,9,20,4,0,1,16,0,0,3,19,,2,4,, +macfada01,1934,1,NYA,AL,22,39,2,4,1,1,0,4,0,0,0,14,,0,1,, +madjeed01,1934,1,PHA,AL,8,8,1,3,1,0,0,2,0,0,0,1,,0,0,, +madjeed01,1934,2,CHA,AL,85,281,36,62,14,2,5,32,2,0,14,31,,1,2,, +mahafro01,1934,1,PHA,AL,37,48,5,13,2,0,0,4,0,0,2,5,,0,0,, +maliscy01,1934,1,PHI,NL,1,0,0,0,0,0,0,0,0,,0,0,,1,0,,0 +mallole01,1934,1,BSN,NL,42,166,23,49,6,1,0,18,0,,15,12,,0,7,,6 +malonpa02,1934,1,CHN,NL,34,64,2,11,0,0,0,6,0,,2,20,,0,8,,5 +mancugu01,1934,1,NY1,NL,122,383,32,94,14,0,7,46,0,,27,19,,0,12,,9 +mangule01,1934,1,BSN,NL,29,32,2,9,0,1,0,1,0,,0,2,,0,0,,1 +maniocl01,1934,1,CIN,NL,25,54,4,10,0,0,0,4,0,,4,7,,0,0,,1 +manushe01,1934,1,WS1,AL,137,556,88,194,42,11,11,89,7,3,36,23,,3,10,, +marbefi01,1934,1,DET,AL,38,55,7,12,4,0,0,9,0,0,4,4,,1,1,, +marcujo01,1934,1,PHA,AL,58,112,10,30,4,0,1,13,0,1,3,5,,0,2,, +marshbi01,1934,1,CIN,NL,6,8,0,1,0,0,0,0,0,,0,2,,0,0,,0 +martipe01,1934,1,SLN,NL,110,454,74,131,25,11,5,49,23,,32,41,,1,1,,1 +matuzha01,1934,1,PHA,AL,11,6,0,1,0,0,0,0,0,0,1,0,,0,1,, +mauldma01,1934,1,CHA,AL,10,38,3,10,2,0,1,3,0,0,0,3,,0,1,, +mcafebi01,1934,1,SLA,AL,28,16,1,3,2,0,0,2,0,0,0,5,,0,0,, +mccarjo03,1934,1,BRO,NL,17,39,7,7,2,0,1,5,0,,2,2,,0,1,,1 +mccolal01,1934,1,WS1,AL,42,31,2,3,1,0,0,0,0,0,2,7,,0,0,, +mccorfr01,1934,1,CIN,NL,12,16,1,5,2,1,0,5,0,,0,1,,0,0,,1 +mccurha01,1934,1,CIN,NL,3,6,0,0,0,0,0,1,0,,0,0,,0,0,,0 +mcgeeda02,1934,1,BSN,NL,7,22,2,3,0,0,0,1,0,,3,6,,0,1,,0 +mckeiti01,1934,1,PHA,AL,3,1,0,0,0,0,0,0,0,0,0,0,,0,0,, +mcmanma01,1934,1,BSN,NL,119,435,56,120,18,0,8,47,5,,32,42,,3,2,,13 +mcnaier01,1934,1,PHA,AL,151,599,80,168,20,4,17,82,7,8,35,42,,1,8,, +mcquaje01,1934,1,PHA,AL,7,16,2,1,0,0,0,1,0,0,2,4,,0,0,, +medwijo01,1934,1,SLN,NL,149,620,110,198,40,18,18,106,3,,21,83,,1,4,,15 +meinehe01,1934,1,PIT,NL,26,28,1,3,1,0,0,2,0,,3,4,,0,2,,1 +melilsk01,1934,1,SLA,AL,144,552,54,133,19,3,2,55,4,6,28,27,,1,8,, +merensp01,1934,1,BOS,AL,4,7,1,1,0,0,0,0,0,0,1,1,,0,2,, +millebi02,1934,1,PHA,AL,81,177,22,43,10,2,1,22,1,0,16,14,,1,3,, +millijo02,1934,1,WS1,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +milliwa01,1934,1,BRO,NL,2,7,0,0,0,0,0,0,0,,0,0,,0,0,,2 +millsbu01,1934,1,SLN,NL,29,72,7,17,4,1,1,8,0,,4,11,,2,2,,2 +millsle01,1934,1,SLA,AL,4,3,0,1,0,0,0,0,0,0,0,2,,0,0,, +mooneji01,1934,1,SLN,NL,32,19,0,1,0,0,0,2,0,,0,1,,0,1,,0 +moorecy01,1934,1,PHI,NL,35,42,0,6,0,0,0,1,0,,0,5,,0,1,,0 +mooreed01,1934,1,CLE,AL,27,65,4,10,2,0,0,8,0,0,10,4,,0,0,, +mooreeu01,1934,1,PHI,NL,20,46,1,5,0,0,0,4,0,,0,13,,0,0,,1 +moorege03,1934,1,SLN,NL,9,18,2,5,1,0,0,1,0,,2,2,,0,0,,0 +moorejo01,1934,1,CIN,NL,16,42,5,8,1,1,0,5,0,,3,2,,0,0,,0 +moorejo01,1934,2,PHI,NL,116,458,68,157,34,6,11,93,7,,40,18,,1,4,,7 +moorejo02,1934,1,NY1,NL,139,580,106,192,37,4,15,61,5,,31,23,,5,1,,4 +moorera01,1934,1,BSN,NL,123,422,55,120,21,2,7,64,2,,40,16,,0,4,,10 +morgaed01,1934,1,BOS,AL,138,528,95,141,28,4,3,79,7,1,81,46,,2,6,, +mossch01,1934,1,PHA,AL,10,10,3,2,0,0,0,1,0,0,0,0,,0,0,, +mowryjo01,1934,1,BSN,NL,25,79,9,17,3,0,1,4,0,,3,13,,0,1,,0 +mullefr01,1934,1,BOS,AL,2,1,1,0,0,0,0,0,0,0,1,0,,0,0,, +mullijo02,1934,1,BOS,AL,14,12,0,0,0,0,0,0,0,0,1,10,,0,1,, +mungova01,1934,1,BRO,NL,46,121,10,30,5,0,0,10,0,,4,26,,0,1,,1 +munnsle01,1934,1,BRO,NL,34,29,2,7,2,1,0,1,0,,1,4,,0,0,,1 +murphjo04,1934,1,NYA,AL,40,71,7,7,3,0,0,2,0,0,5,30,,0,5,, +myattgl01,1934,1,CLE,AL,36,107,18,34,6,1,0,12,1,0,13,5,,0,1,, +myerbu01,1934,1,WS1,AL,139,524,103,160,33,8,3,57,6,6,102,32,,1,9,, +nelsoly01,1934,1,CHN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +newkifl01,1934,1,NYA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +newsobo01,1934,1,SLA,AL,50,93,6,17,2,0,0,8,0,1,2,10,,0,3,, +niemial01,1934,1,BOS,AL,9,32,2,7,0,0,0,3,0,0,3,4,,0,3,, +oanapr01,1934,1,PHI,NL,6,21,3,5,1,0,0,3,0,,0,1,,0,0,,1 +odoulle01,1934,1,NY1,NL,83,177,27,56,4,3,9,46,2,,18,7,,1,1,,0 +ofarrbo01,1934,1,CIN,NL,44,123,10,30,8,3,1,9,0,,11,19,,0,5,,5 +ofarrbo01,1934,2,CHN,NL,22,67,3,15,3,0,0,5,0,,3,11,,0,1,,1 +olearch01,1934,1,SLA,AL,1,1,1,1,0,0,0,0,0,0,0,0,,0,0,, +orsater01,1934,1,SLN,NL,105,337,39,101,14,4,0,31,6,,27,31,,1,1,,7 +osterfr01,1934,1,BOS,AL,33,78,4,13,2,1,0,4,0,0,4,8,,0,0,, +ottme01,1934,1,NY1,NL,153,582,119,190,29,10,35,135,0,,85,43,,3,1,,10 +owenma01,1934,1,DET,AL,154,565,79,179,34,9,8,96,3,3,59,37,,4,9,, +paddeto01,1934,1,PIT,NL,82,237,27,76,12,2,0,22,3,,30,23,,1,2,,11 +pageph01,1934,1,BRO,NL,6,1,0,0,0,0,0,0,0,,0,0,,0,0,,0 +parmero01,1934,1,NY1,NL,22,55,4,11,0,0,2,6,0,,2,18,,0,2,,4 +pasekjo01,1934,1,CHA,AL,4,9,1,3,0,0,0,0,0,0,1,1,,0,0,, +pearcfr02,1934,1,PHI,NL,7,3,1,2,0,0,0,0,0,,0,1,,0,0,,0 +pearsmo01,1934,1,CLE,AL,39,92,7,25,5,0,1,10,0,0,5,10,,0,6,, +peelho01,1934,1,NY1,NL,21,41,7,8,0,0,1,3,0,,1,2,,0,0,,2 +pennohe01,1934,1,BOS,AL,30,14,2,3,0,0,0,1,0,0,0,4,,0,1,, +peppera01,1934,1,SLA,AL,148,564,71,168,24,6,7,101,1,4,29,67,,1,4,, +perkich01,1934,1,BRO,NL,11,7,1,2,0,0,0,0,0,,0,2,,0,0,,0 +perkicy01,1934,1,DET,AL,1,1,0,0,0,0,0,0,0,0,0,0,,0,0,, +perribi01,1934,1,CLE,AL,1,2,0,0,0,0,0,0,0,0,0,0,,0,0,, +petoste01,1934,1,CIN,NL,6,7,0,0,0,0,0,1,0,,0,5,,0,0,,0 +phelpba01,1934,1,CHN,NL,44,70,7,20,5,2,2,12,0,,1,8,,0,0,,1 +philled01,1934,1,WS1,AL,56,169,6,33,6,1,2,16,1,0,26,24,,1,4,, +phillre01,1934,1,DET,AL,7,12,2,3,1,1,0,1,0,0,0,0,,0,0,, +pickrcl01,1934,1,BSN,NL,10,2,0,0,0,0,0,0,0,,0,2,,0,0,,0 +pietto01,1934,1,CIN,NL,106,421,58,109,20,5,1,38,6,,23,44,,6,4,,11 +pipgrge01,1934,1,BOS,AL,2,1,0,0,0,0,0,0,0,0,0,0,,0,0,, +pomorjo01,1934,1,CHA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +poolha01,1934,1,CIN,NL,99,358,38,117,22,5,2,50,3,,17,18,,7,5,,7 +portedi01,1934,1,CLE,AL,13,44,9,10,2,1,1,6,0,0,4,5,,0,1,, +portedi01,1934,2,BOS,AL,80,265,30,80,13,6,0,56,5,2,21,15,,1,1,, +powelja03,1934,1,WS1,AL,9,35,6,10,2,0,0,1,1,1,4,2,,0,1,, +primra01,1934,1,WS1,AL,8,3,1,0,0,0,0,0,0,0,1,0,,0,0,, +puccige01,1934,1,SLA,AL,10,26,4,6,1,0,2,5,0,0,1,8,,1,0,, +pytlafr01,1934,1,CLE,AL,91,289,46,75,12,4,0,35,11,2,36,11,,5,5,, +radclri01,1934,1,CHA,AL,14,56,7,15,2,1,0,5,1,0,0,2,,0,1,, +reibefr01,1934,1,DET,AL,3,1,0,0,0,0,0,0,0,0,2,0,,0,0,, +reynoca01,1934,1,BOS,AL,113,413,61,125,26,9,4,86,5,3,27,28,,3,3,, +rhemfl01,1934,1,SLN,NL,5,2,0,0,0,0,0,0,0,,0,0,,0,0,,0 +rhemfl01,1934,2,BSN,NL,25,52,0,3,1,0,0,0,0,,1,21,,0,1,,0 +rhodego01,1934,1,BOS,AL,44,75,5,10,1,0,1,6,0,0,2,22,,0,1,, +ricesa01,1934,1,CLE,AL,97,335,48,98,19,1,1,33,5,1,28,9,,2,2,, +richapa01,1934,1,NY1,NL,42,75,10,12,1,0,0,3,0,,13,8,,0,1,,2 +richmbe01,1934,1,CIN,NL,6,5,0,0,0,0,0,0,0,,0,3,,0,0,,0 +riggsle01,1934,1,SLN,NL,2,1,0,0,0,0,0,0,0,,0,1,,0,0,,0 +robelto01,1934,1,CIN,NL,2,2,0,0,0,0,0,0,0,,0,1,,0,0,,0 +roettwa01,1934,1,PIT,NL,47,106,7,26,5,1,0,11,0,,3,8,,0,0,,3 +rogelbi01,1934,1,DET,AL,154,592,114,175,32,8,3,100,13,3,74,36,,0,13,, +rolfere01,1934,1,NYA,AL,89,279,54,80,13,2,0,18,2,3,26,16,,0,4,, +rootch01,1934,1,CHN,NL,34,40,3,7,3,0,2,4,0,,0,13,,0,1,,0 +rothrja01,1934,1,SLN,NL,154,647,106,184,35,3,11,72,10,,49,56,,1,11,,6 +rowesc01,1934,1,DET,AL,51,109,15,33,8,1,2,22,0,0,6,20,,0,4,, +rublear01,1934,1,PHI,NL,19,54,7,15,4,0,0,8,0,,7,3,,0,1,,3 +ruelmu01,1934,1,CHA,AL,22,57,4,12,3,0,0,7,0,0,8,5,,0,2,, +ruffire01,1934,1,NYA,AL,45,113,11,28,3,0,2,13,0,0,3,17,,1,0,, +russeja01,1934,1,WS1,AL,54,44,3,7,1,2,0,4,0,0,10,13,,0,2,, +ruthba01,1934,1,NYA,AL,125,365,78,105,17,4,22,84,1,3,104,63,,2,0,, +ryanbl01,1934,1,NY1,NL,110,385,35,93,19,0,2,41,3,,19,68,,0,12,,14 +saltzja01,1934,1,NYA,AL,94,350,64,95,8,1,6,36,8,1,48,28,,0,8,, +salveja01,1934,1,NY1,NL,13,10,0,3,0,0,0,1,0,,0,1,,0,0,,0 +scharar01,1934,1,SLA,AL,1,2,0,1,0,0,0,2,0,0,0,0,,0,0,, +schubhe01,1934,1,DET,AL,11,15,2,4,2,0,0,2,0,0,1,4,,0,1,, +schulfr02,1934,1,WS1,AL,136,524,72,156,32,6,3,73,3,7,53,34,,1,10,, +schulwe02,1934,1,PHI,NL,15,52,2,13,1,0,0,1,0,,4,8,,1,0,,2 +schulwe02,1934,2,CIN,NL,74,209,21,55,8,3,5,19,1,,22,43,,0,4,,6 +schumha02,1934,1,NY1,NL,44,117,19,28,5,1,6,15,0,,2,26,,1,2,,1 +seedsbo01,1934,1,BOS,AL,8,6,0,1,0,0,0,1,0,0,0,1,,0,0,, +seedsbo01,1934,2,CLE,AL,61,186,28,46,8,1,0,18,2,1,21,13,,1,5,, +selkige01,1934,1,NYA,AL,46,176,23,55,7,1,5,38,1,1,15,17,,1,0,, +sewellu01,1934,1,WS1,AL,72,207,21,49,7,3,2,21,0,1,22,10,,1,1,, +shautjo01,1934,1,CIN,NL,8,4,0,1,0,0,0,0,0,,0,0,,0,0,,0 +sheame01,1934,1,CHA,AL,62,176,8,28,3,0,0,5,0,1,24,19,,0,2,, +shevlji01,1934,1,CIN,NL,18,39,6,12,2,0,0,6,0,,6,5,,0,0,,1 +shiveiv01,1934,1,CIN,NL,19,59,6,12,1,0,2,6,1,,3,15,,0,0,,0 +simmoal01,1934,1,CHA,AL,138,558,102,192,36,7,18,104,3,2,53,58,,2,0,, +singtfr01,1934,1,WS1,AL,9,35,2,10,2,0,0,6,0,1,4,3,,0,0,, +sladego01,1934,1,CIN,NL,138,555,61,158,19,8,4,52,6,,25,34,,4,15,,11 +smithal03,1934,1,NY1,NL,30,14,0,4,0,0,0,1,0,,0,3,,0,1,,1 +smithbo02,1934,1,BSN,NL,42,36,5,9,1,0,0,3,0,,0,1,,0,2,,0 +smithha07,1934,1,PIT,NL,20,17,1,1,0,0,0,0,0,,0,7,,0,0,,0 +smythha01,1934,1,NYA,AL,8,5,0,1,0,0,0,1,0,0,0,1,,0,0,, +smythha01,1934,2,BRO,NL,10,9,3,3,1,0,0,0,0,,1,1,,0,1,,0 +soltemo01,1934,1,BOS,AL,101,365,61,109,25,4,7,58,9,4,18,50,,1,0,, +sorrevi01,1934,1,DET,AL,28,37,1,4,0,0,0,0,0,0,5,9,,0,3,, +spencro01,1934,1,CLE,AL,5,7,0,1,1,0,0,2,0,0,0,1,,0,0,, +spohral01,1934,1,BSN,NL,100,265,25,59,15,0,0,17,1,,14,18,,0,1,,8 +staintu01,1934,1,CHN,NL,104,359,47,110,14,3,2,46,7,,8,42,,3,7,,4 +stephri01,1934,1,CHN,NL,38,74,5,16,0,0,0,7,0,,7,5,,1,1,,2 +stewale01,1934,1,WS1,AL,25,45,2,7,0,0,0,0,0,0,2,14,,0,13,, +stinele01,1934,1,CHA,AL,4,1,0,0,0,0,0,0,0,0,1,1,,0,0,, +stonejo01,1934,1,WS1,AL,113,419,77,132,28,7,7,67,1,2,52,26,,3,9,, +stoutal01,1934,1,CIN,NL,41,43,6,8,3,0,0,3,0,,2,10,,0,2,,2 +stranal01,1934,1,SLA,AL,127,430,39,100,17,2,1,45,3,1,48,28,,0,8,, +stratmo01,1934,1,CHA,AL,1,2,0,0,0,0,0,0,0,0,0,0,,0,0,, +stripjo01,1934,1,BRO,NL,104,384,50,121,19,6,1,40,2,,22,20,,1,9,,10 +strusst01,1934,1,PIT,NL,1,3,0,1,1,0,0,2,0,,0,2,,0,0,,0 +suhrgu01,1934,1,PIT,NL,151,573,67,162,36,13,13,103,4,,66,52,,3,8,,13 +sukefcl01,1934,1,BRO,NL,27,43,5,7,1,0,0,1,0,,1,6,,0,0,,1 +suskope01,1934,1,WS1,AL,58,224,25,64,5,3,2,25,3,4,18,10,,1,6,, +swansev01,1934,1,CHA,AL,117,426,71,127,9,5,0,34,10,3,59,31,,1,6,, +swiftbi01,1934,1,PIT,NL,37,84,3,18,3,3,0,8,0,,1,23,,0,1,,5 +tamulvi01,1934,1,NYA,AL,1,4,1,1,0,0,0,0,0,0,0,1,,0,0,, +tatebe01,1934,1,CHN,NL,11,24,1,3,0,0,0,0,0,,1,3,,0,0,,2 +tayloda01,1934,1,BRO,NL,120,405,62,121,24,6,7,57,12,,63,47,,2,6,,11 +tayloza02,1934,1,NYA,AL,4,7,0,1,0,0,0,0,0,0,0,1,,0,0,, +terrybi01,1934,1,NY1,NL,153,602,109,213,30,6,8,83,0,,60,47,,2,19,,8 +theveto01,1934,1,PIT,NL,122,446,37,121,16,2,0,54,0,,20,20,,2,4,,15 +thomato02,1934,1,WS1,AL,33,38,2,7,0,0,0,2,0,0,2,8,,0,7,, +thompfr03,1934,1,NY1,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,,0 +thompto02,1934,1,BSN,NL,105,343,40,91,12,3,0,37,2,,13,19,,4,9,,5 +tietjle01,1934,1,CHA,AL,34,59,2,1,1,0,0,3,0,0,1,19,,0,3,, +tinnibu01,1934,1,CHN,NL,39,39,2,7,2,0,0,3,0,,0,4,,0,2,,2 +toddal01,1934,1,PHI,NL,91,302,33,96,22,2,4,41,3,,10,39,,2,0,,9 +travice01,1934,1,WS1,AL,109,392,48,125,22,4,1,53,1,5,24,37,,2,10,, +traynpi01,1934,1,PIT,NL,119,444,62,137,22,10,1,61,3,,21,27,,1,2,,23 +tremani01,1934,1,BRO,NL,17,28,3,7,1,0,0,6,0,,2,2,,0,0,,1 +troskha01,1934,1,CLE,AL,154,625,117,206,45,9,35,142,2,2,58,49,,2,0,, +tylerjo01,1934,1,BSN,NL,3,6,0,1,0,0,0,1,0,,0,3,,0,0,,0 +uhaltfr01,1934,1,CHA,AL,57,165,28,40,5,1,0,16,6,5,29,12,,1,4,, +uhlege01,1934,1,NYA,AL,10,5,1,3,0,1,0,1,0,0,0,0,,0,0,, +uhlirch01,1934,1,CHA,AL,14,27,3,4,0,0,0,3,0,0,2,6,,0,1,, +urbanbi01,1934,1,BSN,NL,146,605,104,177,30,6,7,53,4,,56,37,,5,11,,10 +vanatru01,1934,1,NYA,AL,28,29,5,6,0,1,1,3,0,0,0,4,,0,1,, +vanceda01,1934,1,CIN,NL,6,4,1,1,1,0,0,0,0,,0,2,,0,0,,0 +vanceda01,1934,2,SLN,NL,19,15,1,2,0,0,1,1,0,,0,6,,0,1,,2 +vaughar01,1934,1,PIT,NL,149,558,115,186,41,11,12,94,10,,94,38,,2,6,,3 +vaughro01,1934,1,PHA,AL,2,2,0,0,0,0,0,0,0,0,0,1,,0,0,, +veltmpa01,1934,1,PIT,NL,12,28,1,3,0,0,0,2,0,,0,1,,0,0,,0 +vergejo01,1934,1,NY1,NL,108,320,31,64,18,1,7,27,1,,28,55,,2,3,,5 +vosmijo01,1934,1,CLE,AL,104,405,71,138,33,2,6,78,1,1,35,10,,0,9,, +walberu01,1934,1,BOS,AL,30,32,2,6,1,0,0,7,0,0,1,8,,0,1,, +walkebi01,1934,1,SLN,NL,24,54,4,5,1,0,0,1,0,,1,26,,0,3,,2 +walkedi02,1934,1,NYA,AL,17,17,2,2,0,0,0,0,0,0,1,3,,0,1,, +walkege02,1934,1,DET,AL,98,347,54,104,19,2,6,39,20,9,19,20,,2,5,, +walkuji02,1934,1,SLA,AL,3,3,0,1,0,0,0,0,0,0,0,1,,0,0,, +waltebu01,1934,1,BOS,AL,23,88,10,19,4,4,4,18,0,0,3,12,,0,0,, +waltebu01,1934,2,PHI,NL,83,300,36,78,20,3,4,38,1,,19,54,,2,3,,11 +wanerll01,1934,1,PIT,NL,140,611,95,173,27,6,1,48,6,,38,12,,1,0,,5 +wanerpa01,1934,1,PIT,NL,146,599,122,217,32,16,14,90,8,,68,24,,2,8,,15 +warddi01,1934,1,CHN,NL,3,1,0,0,0,0,0,0,0,,0,0,,0,0,,0 +warnelo01,1934,1,CHN,NL,52,113,12,22,3,0,0,8,0,,3,9,,0,2,,2 +warstra01,1934,1,PHA,AL,117,419,56,99,19,3,1,36,9,3,51,30,,1,15,, +watkige01,1934,1,NY1,NL,105,296,38,73,18,3,6,33,2,,24,34,,6,2,,0 +weaveji01,1934,1,SLA,AL,5,7,0,1,0,0,0,1,0,0,1,5,,0,0,, +weaveji01,1934,2,CHN,NL,27,52,1,3,0,0,0,0,0,,1,26,,1,4,,0 +weavemo01,1934,1,WS1,AL,31,80,8,13,2,1,0,4,0,0,0,15,,1,4,, +weilabo01,1934,1,BOS,AL,11,19,0,2,0,1,0,1,0,0,0,7,,0,0,, +weilabo01,1934,2,CLE,AL,16,24,1,3,0,0,1,3,0,0,1,12,,0,1,, +weintph01,1934,1,NY1,NL,31,74,13,26,2,0,0,15,0,,15,10,,0,1,,0 +welchjo01,1934,1,BOS,AL,41,74,5,15,1,0,0,7,0,0,2,17,,0,6,, +wellsed01,1934,1,SLA,AL,33,22,0,1,1,0,0,0,0,0,1,12,,0,1,, +werbebi01,1934,1,BOS,AL,152,623,129,200,41,10,11,67,40,15,77,37,,1,15,, +westsa01,1934,1,SLA,AL,122,482,90,157,22,10,9,55,3,5,62,55,,0,10,, +whitebu01,1934,1,SLN,NL,100,332,55,92,13,5,1,24,5,,12,19,,4,9,,3 +whiteea01,1934,1,WS1,AL,35,85,12,17,2,0,1,8,0,0,11,17,,0,6,, +whitejo01,1934,1,DET,AL,115,384,97,120,18,5,0,44,28,6,69,39,,1,6,, +whitnpi01,1934,1,BSN,NL,146,563,58,146,26,2,12,79,7,,25,54,,3,6,,14 +wiedech01,1934,1,CHN,NL,4,1,0,0,0,0,0,0,0,,0,1,,0,0,,0 +willidi01,1934,1,PHA,AL,66,205,25,56,10,1,2,17,0,1,21,18,,0,12,, +wilshwh01,1934,1,PHA,AL,9,3,0,0,0,0,0,0,0,0,0,2,,0,0,, +wilsoha01,1934,1,BRO,NL,67,172,24,45,5,0,6,27,0,,40,33,,0,0,,5 +wilsoha01,1934,2,PHI,NL,7,20,0,2,0,0,0,3,0,,3,4,,0,0,,2 +wilsoic01,1934,1,DET,AL,1,1,0,0,0,0,0,0,0,0,0,0,,0,0,, +wilsoja01,1934,1,PHA,AL,2,3,0,0,0,0,0,1,0,0,0,0,,0,1,, +wilsoji01,1934,1,PHI,NL,91,277,25,81,11,0,3,35,1,,14,10,,0,4,,11 +winegra01,1934,1,CLE,AL,32,51,9,10,2,0,1,5,0,0,3,11,,0,0,, +winfoji01,1934,1,SLN,NL,5,1,0,0,0,0,0,0,0,,2,1,,0,0,,0 +wistewh01,1934,1,CIN,NL,3,3,0,0,0,0,0,0,0,,0,2,,0,0,,0 +worthre01,1934,1,BSN,NL,41,65,6,16,5,0,0,6,0,,6,5,,1,0,,3 +worthre01,1934,2,SLN,NL,1,1,0,0,0,0,0,0,0,,0,1,,0,0,,0 +wyattwh01,1934,1,CHA,AL,23,26,1,6,1,0,0,2,0,0,1,5,,0,1,, +yorkru01,1934,1,DET,AL,3,6,0,1,0,0,0,0,0,0,1,3,,0,0,, +youngpe01,1934,1,PIT,NL,19,17,3,4,0,0,0,2,0,,0,6,,0,0,,0 +zachato01,1934,1,BSN,NL,5,8,1,0,0,0,0,0,0,,0,3,,0,0,,0 +zachato01,1934,2,BRO,NL,24,38,1,7,1,0,0,8,0,,6,9,,0,0,,0 +allenet01,1935,1,PHI,NL,156,645,90,198,46,1,8,63,5,,43,54,,1,11,,5 +allenjo02,1935,1,NYA,AL,23,67,12,15,1,0,1,12,0,0,3,13,,0,3,, +almadme01,1935,1,BOS,AL,151,607,85,176,27,9,3,59,20,9,55,34,,1,13,, +andreiv01,1935,1,SLA,AL,50,68,5,9,0,0,0,4,0,0,2,11,,0,4,, +applilu01,1935,1,CHA,AL,153,525,94,161,28,6,1,71,12,6,122,40,,0,7,, +aukerel01,1935,1,DET,AL,36,74,8,16,3,2,0,8,0,0,2,17,,0,4,, +averiea01,1935,1,CLE,AL,140,563,109,162,34,13,19,79,8,4,70,58,,1,4,, +babicjo01,1935,1,BRO,NL,37,49,4,9,2,0,0,4,1,,0,16,,1,2,,2 +bakerto01,1935,1,BRO,NL,11,19,3,9,1,0,0,0,0,,1,0,,0,0,,0 +barrbo02,1935,1,BRO,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bartedi01,1935,1,NY1,NL,137,539,60,141,28,4,14,53,5,,37,52,,6,21,,9 +beanbe01,1935,1,CLE,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +beanbe01,1935,2,WS1,AL,10,8,2,3,2,0,1,2,0,0,1,4,,0,0,, +bejmaol01,1935,1,SLA,AL,64,198,18,38,8,2,2,26,1,0,27,21,,0,5,, +bellbe01,1935,1,SLA,AL,76,220,20,55,8,2,3,17,1,1,16,16,,1,0,, +bengera01,1935,1,BRO,NL,23,47,3,9,0,0,0,4,0,,0,4,,0,1,,2 +bentoal01,1935,1,PHA,AL,27,25,1,1,0,0,0,0,0,0,2,11,,0,1,, +bentola01,1935,1,BSN,NL,29,20,1,4,1,0,0,1,0,,1,4,,0,2,,0 +bergebo01,1935,1,CLE,AL,124,461,62,119,27,5,5,43,7,5,34,97,,1,8,, +bergewa01,1935,1,BSN,NL,150,589,91,174,39,4,34,130,3,,50,80,,4,1,,14 +bergmo01,1935,1,BOS,AL,38,98,13,28,5,0,2,12,0,0,5,3,,0,2,, +berrych02,1935,1,PHA,AL,62,190,14,48,7,3,3,29,0,0,10,20,,0,2,, +bettshu01,1935,1,BSN,NL,44,44,1,7,0,0,0,1,0,,3,5,,1,2,,1 +birkora01,1935,1,PIT,NL,38,58,5,14,3,1,0,4,0,,0,8,,1,0,,1 +bishoma01,1935,1,BOS,AL,60,122,19,28,3,1,1,14,0,2,28,14,,1,11,, +bivinji01,1935,1,PHI,NL,47,48,3,7,3,0,0,1,0,,4,28,,0,0,,0 +blaehge01,1935,1,SLA,AL,6,3,0,0,0,0,0,0,0,0,0,1,,0,1,, +blaehge01,1935,2,PHA,AL,23,47,0,2,0,0,0,0,0,0,2,23,,0,6,, +blancal01,1935,1,BSN,NL,6,6,0,1,0,0,0,0,0,,0,0,,0,0,,0 +blantcy01,1935,1,PIT,NL,35,97,3,13,1,0,0,6,0,,4,19,,0,3,,6 +bluegos01,1935,1,WS1,AL,100,320,44,84,14,3,0,34,2,2,37,21,,1,5,, +bolaned01,1935,1,PHI,NL,30,47,5,10,0,0,0,4,1,,4,6,,0,0,,0 +boltocl01,1935,1,WS1,AL,110,375,47,114,18,11,2,55,0,1,58,13,,1,2,, +bonurze01,1935,1,CHA,AL,138,550,107,162,34,4,21,92,4,0,57,28,,3,1,, +bordafr01,1935,1,BRO,NL,120,422,69,119,19,6,1,39,18,,17,29,,6,8,,4 +bottoji01,1935,1,CIN,NL,107,399,44,103,21,1,1,49,3,,18,24,,2,4,,11 +bowerst01,1935,1,BOS,AL,11,5,1,1,0,0,0,0,0,0,1,2,,0,0,, +bowmajo01,1935,1,PHI,NL,49,67,6,13,1,1,1,7,1,,4,7,,0,1,,1 +boylebu01,1935,1,BRO,NL,127,475,51,129,17,9,4,44,7,,43,45,,0,4,,4 +bramhar01,1935,1,PHI,NL,2,1,0,0,0,0,0,0,0,,0,0,,0,0,,0 +branded01,1935,1,BSN,NL,31,62,5,13,0,0,0,2,0,,1,3,,0,0,,1 +brenndo01,1935,1,CIN,NL,38,30,3,3,0,0,0,2,0,,2,11,,1,0,,0 +brenzbi01,1935,1,CLE,AL,52,142,12,31,5,1,0,14,2,2,6,10,,0,6,, +bridgto01,1935,1,DET,AL,36,109,9,26,5,1,0,10,0,0,6,24,,0,4,, +broacjo01,1935,1,NYA,AL,29,80,4,12,0,0,0,4,0,0,4,36,,0,5,, +brownbo02,1935,1,BSN,NL,16,19,1,2,0,0,0,0,0,,0,2,,0,1,,0 +browncl01,1935,1,CLE,AL,23,10,1,2,0,0,0,0,0,0,2,0,,0,0,, +brownea01,1935,1,PIT,NL,9,32,6,8,2,0,0,6,0,,2,8,,0,2,,2 +brownju01,1935,1,NYA,AL,20,32,3,10,2,0,0,3,0,0,2,8,,0,0,, +brownll01,1935,1,CLE,AL,42,37,3,4,1,1,0,2,0,0,2,16,,0,2,, +brownma01,1935,1,PIT,NL,18,24,3,4,1,0,0,0,0,,1,9,,0,2,,0 +brubabi01,1935,1,PIT,NL,6,11,1,0,0,0,0,0,0,,2,5,,0,0,,0 +bryancl01,1935,1,CHN,NL,12,6,2,2,0,0,1,2,0,,2,2,,0,1,,0 +bucheji01,1935,1,BRO,NL,123,473,72,143,22,1,7,58,4,,10,33,,0,4,,9 +burkebo01,1935,1,WS1,AL,16,22,1,4,0,0,0,0,0,0,2,3,,0,1,, +burnejo01,1935,1,SLA,AL,70,206,17,46,10,1,0,26,1,0,19,16,,0,6,, +burnsja02,1935,1,SLA,AL,143,549,77,157,28,1,5,67,3,2,68,49,,1,20,, +bushgu01,1935,1,PIT,NL,41,63,6,8,1,0,0,2,0,,8,7,,1,3,,1 +byrdsa01,1935,1,CIN,NL,121,416,51,109,25,4,9,52,4,,37,51,,0,7,,7 +cainsu01,1935,1,PHA,AL,6,8,0,0,0,0,0,0,0,0,0,1,,0,0,, +cainsu01,1935,2,SLA,AL,31,57,3,11,1,0,0,5,0,0,1,15,,0,3,, +caldwea01,1935,1,SLA,AL,6,11,1,2,0,0,0,0,0,0,1,5,,0,1,, +camildo01,1935,1,PHI,NL,156,602,88,157,23,5,25,83,9,,65,113,,3,2,,9 +campbbr01,1935,1,CLE,AL,80,308,56,100,26,3,7,54,2,1,31,33,,2,2,, +campbgi01,1935,1,CIN,NL,88,218,26,56,7,0,3,30,3,,42,7,,1,0,,6 +cantwbe01,1935,1,BSN,NL,41,67,4,19,1,0,0,2,0,,2,8,,0,5,,2 +careyto02,1935,1,SLA,AL,76,296,29,86,18,4,0,42,0,2,13,11,,0,2,, +carlete01,1935,1,CHN,NL,31,62,4,8,0,0,0,2,0,,2,12,,0,1,,1 +carsoki01,1935,1,CLE,AL,16,22,1,5,2,0,0,1,0,1,2,6,,0,0,, +cascajo01,1935,1,PHA,AL,9,8,0,1,0,0,0,1,0,0,0,2,,0,2,, +cascajo01,1935,2,BOS,AL,6,2,0,0,0,0,0,0,0,0,0,0,,0,1,, +caseyhu01,1935,1,CHN,NL,13,6,1,1,0,0,0,0,0,,0,3,,0,0,,0 +castege01,1935,1,PHA,AL,26,22,2,5,1,0,0,0,0,0,1,10,,0,0,, +castlsl01,1935,1,NY1,NL,29,67,7,12,1,0,1,4,0,,1,16,,0,0,,1 +cavarph01,1935,1,CHN,NL,146,589,85,162,28,12,8,82,4,,39,61,,2,6,,9 +chagnle01,1935,1,NY1,NL,14,9,0,0,0,0,0,0,0,,0,2,,0,0,,0 +chapmbe01,1935,1,NYA,AL,140,553,118,160,38,8,8,74,17,10,61,39,,1,14,, +chapmca01,1935,1,CIN,NL,15,53,6,18,1,0,0,3,2,,4,5,,0,0,,0 +cheliit01,1935,1,CHA,AL,2,2,1,1,0,0,0,0,0,0,0,0,,0,0,, +chiozdi01,1935,1,PHI,NL,2,0,1,0,0,0,0,0,0,,0,0,,0,0,,0 +chiozlo01,1935,1,PHI,NL,124,472,71,134,26,6,3,47,5,,33,44,,2,6,,4 +clarkwa02,1935,1,BRO,NL,34,79,5,14,2,0,0,8,0,,5,10,,0,3,,1 +cliftfl01,1935,1,DET,AL,43,110,15,28,5,0,0,9,2,1,5,13,,1,4,, +cliftha01,1935,1,SLA,AL,137,475,101,140,26,4,11,69,0,3,83,39,,6,5,, +cochrmi01,1935,1,DET,AL,115,411,93,131,33,3,5,47,5,5,96,15,,4,11,, +coffmdi01,1935,1,SLA,AL,41,41,4,6,2,0,0,2,0,0,6,13,,0,4,, +colemed01,1935,1,PHA,AL,10,13,0,1,0,0,0,0,0,0,0,3,,0,0,, +colemed01,1935,2,SLA,AL,108,397,66,114,15,9,17,71,0,2,53,41,,1,4,, +colliph01,1935,1,PHI,NL,3,6,0,0,0,0,0,0,0,,0,0,,0,0,,0 +colliph01,1935,2,SLN,NL,26,25,3,4,0,0,0,0,0,,1,2,,0,4,,2 +colliri02,1935,1,SLN,NL,150,578,109,181,36,10,23,122,0,,65,45,,3,1,,5 +combsea01,1935,1,NYA,AL,89,298,47,84,7,4,3,35,1,3,36,10,,0,1,, +comorad01,1935,1,CIN,NL,59,137,22,34,3,1,2,14,1,,7,14,,1,2,,2 +conlajo01,1935,1,CHA,AL,65,140,20,40,7,1,0,15,3,3,14,6,,1,7,, +conrobi02,1935,1,PHA,AL,1,4,0,1,1,0,0,0,0,0,1,0,,0,0,, +cookedu01,1935,1,BOS,AL,100,294,51,90,18,6,3,34,6,8,46,24,,0,6,, +coonejo01,1935,1,BRO,NL,10,29,3,9,0,1,0,1,0,,3,2,,0,0,,0 +copelma01,1935,1,SLN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +coppohe01,1935,1,WS1,AL,19,14,2,1,0,0,0,0,0,0,4,10,,0,0,, +coscajo01,1935,1,BSN,NL,86,284,30,67,11,2,1,29,2,,16,28,,0,5,,8 +cramedo01,1935,1,PHA,AL,149,644,96,214,37,4,3,70,6,7,37,34,,5,15,, +critzhu01,1935,1,NY1,NL,65,219,19,41,0,3,2,14,2,,3,10,,0,5,,4 +cronijo01,1935,1,BOS,AL,144,556,70,164,37,14,9,95,3,3,63,40,,3,8,, +crosefr01,1935,1,NYA,AL,87,305,49,78,17,6,8,50,3,1,41,27,,4,1,, +crowdal01,1935,1,DET,AL,33,93,6,17,0,1,0,8,0,0,5,3,,0,5,, +cuccial01,1935,1,NY1,NL,54,165,27,41,7,1,4,20,0,,1,20,,2,5,,6 +cuccito01,1935,1,BRO,NL,102,360,49,105,20,3,8,53,3,,40,35,,2,2,,13 +cuyleki01,1935,1,CHN,NL,45,157,22,42,5,1,4,18,3,,10,16,,5,5,,3 +cuyleki01,1935,2,CIN,NL,62,223,36,56,8,3,2,22,5,,27,18,,2,1,,2 +dahlgba01,1935,1,BOS,AL,149,525,77,138,27,7,9,63,6,5,56,67,,3,12,, +danniha01,1935,1,NY1,NL,65,152,16,37,11,1,2,20,0,,9,16,,0,2,,4 +daviscu01,1935,1,PHI,NL,46,75,4,13,0,0,1,6,0,,7,8,,0,4,,1 +daviski01,1935,1,NY1,NL,47,91,16,24,7,1,2,6,2,,10,4,,1,3,,2 +davissp01,1935,1,SLN,NL,102,315,28,100,24,2,1,60,0,,33,30,,2,4,,4 +deandi01,1935,1,SLN,NL,53,128,18,30,4,0,2,21,2,,1,16,,1,4,,1 +deanpa01,1935,1,SLN,NL,46,90,3,12,1,0,0,3,0,,1,23,,0,4,,2 +dedearo01,1935,1,BRO,NL,2,4,0,1,0,0,0,1,0,,0,0,,0,0,,0 +delanbi02,1935,1,SLN,NL,103,301,37,84,14,5,6,41,0,,42,34,,1,1,,5 +demarfr02,1935,1,CHN,NL,107,385,60,125,19,4,2,66,6,,26,23,,1,8,,11 +derripa01,1935,1,CIN,NL,45,93,3,13,1,0,0,7,0,,0,14,,0,6,,1 +deshoji01,1935,1,NYA,AL,29,14,0,1,0,0,0,0,0,0,2,4,,0,2,, +dickebi01,1935,1,NYA,AL,120,448,54,125,26,6,14,81,1,1,35,11,,6,2,, +dickege02,1935,1,BOS,AL,5,11,1,0,0,0,0,1,0,0,1,3,,0,0,, +dietrbi01,1935,1,PHA,AL,44,60,1,5,2,0,0,2,0,0,1,25,,0,3,, +dollar01,1935,1,BSN,NL,3,10,0,1,0,0,0,0,0,,0,1,,0,0,,0 +doyleca01,1935,1,PHA,AL,14,30,1,4,0,0,0,1,0,0,1,11,,0,0,, +durocle01,1935,1,SLN,NL,143,513,62,136,23,5,8,78,4,,29,46,,0,4,,16 +dykesji01,1935,1,CHA,AL,117,403,45,116,24,2,4,61,4,3,59,28,,2,9,, +earnsge01,1935,1,CHA,AL,3,7,1,2,0,0,0,1,0,0,0,2,,0,1,, +earnsge01,1935,2,BRO,NL,25,60,4,13,0,1,0,7,0,,1,10,,0,1,,3 +eavesva01,1935,1,PHA,AL,3,4,0,0,0,0,0,0,0,0,0,2,,0,0,, +eckeral01,1935,1,SLN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +eisenha01,1935,1,BRO,NL,2,1,0,0,0,0,0,0,0,,0,0,,0,0,,0 +engliwo01,1935,1,CHN,NL,34,84,11,17,2,0,2,8,1,,20,4,,2,3,,0 +eppsau01,1935,1,PIT,NL,1,4,1,3,0,1,0,3,0,,0,0,,0,0,,0 +erickha01,1935,1,CIN,NL,37,88,9,23,3,2,1,4,0,,6,4,,2,1,,1 +estalbo01,1935,1,WS1,AL,15,51,7,16,2,0,2,10,1,0,17,7,,0,0,, +farredo01,1935,1,BOS,AL,4,7,1,2,1,0,0,1,0,0,1,0,,0,0,, +ferrabi01,1935,1,PHA,AL,3,1,0,0,0,0,0,0,0,0,1,1,,0,0,, +ferreri01,1935,1,BOS,AL,133,458,54,138,34,4,3,61,5,8,65,15,,0,13,, +ferrewe01,1935,1,BOS,AL,75,150,25,52,5,1,7,32,0,0,21,16,,0,8,, +finkhe01,1935,1,PHA,AL,5,5,0,1,0,0,0,0,0,0,0,1,,0,0,, +finnelo01,1935,1,PHA,AL,109,410,45,112,11,6,0,31,7,2,18,18,,2,4,, +fischca01,1935,1,DET,AL,3,2,0,0,0,0,0,0,0,0,0,1,,0,0,, +fischca01,1935,2,CHA,AL,24,21,3,4,0,0,0,1,0,0,2,5,,0,2,, +fitzsfr01,1935,1,NY1,NL,18,31,2,8,1,0,0,2,0,,1,1,,0,2,,0 +fletcel01,1935,1,BSN,NL,39,148,12,35,7,1,1,9,1,,7,13,,0,2,,3 +foxpe01,1935,1,DET,AL,131,517,116,166,38,8,15,73,14,4,45,52,,6,13,, +foxxji01,1935,1,PHA,AL,147,535,118,185,33,7,36,115,6,4,114,99,,0,0,, +frankfr02,1935,1,BSN,NL,40,76,10,20,4,0,0,7,0,,9,9,,0,1,,2 +freitto01,1935,1,CIN,NL,31,46,2,6,1,1,0,2,0,,5,15,,0,4,,0 +frencla01,1935,1,CHN,NL,42,85,4,12,1,0,0,5,0,,1,14,,1,9,,2 +freybe01,1935,1,CIN,NL,38,32,5,11,1,0,0,3,2,,2,2,,1,3,,0 +freylo01,1935,1,BRO,NL,131,515,88,135,35,11,11,77,6,,66,68,,5,2,,13 +friscfr01,1935,1,SLN,NL,103,354,52,104,16,2,1,55,2,,33,16,,1,14,,7 +gablefr01,1935,1,NY1,NL,26,16,0,2,1,0,0,2,0,,0,1,,0,0,,0 +galanau01,1935,1,CHN,NL,154,646,133,203,41,11,12,79,22,,87,53,,4,11,,0 +galatmi01,1935,1,CLE,AL,93,259,45,78,9,3,0,19,4,5,35,8,,2,6,, +galehde01,1935,1,CLE,AL,5,4,0,1,0,0,0,0,0,0,0,1,,0,0,, +gamblle01,1935,1,CIN,NL,2,4,2,2,1,0,0,2,1,,1,0,,0,1,,0 +garbabo01,1935,1,CLE,AL,6,18,4,6,1,0,0,4,0,0,5,1,,0,0,, +garmsde01,1935,1,SLA,AL,10,15,1,4,0,0,0,0,0,0,2,2,,0,0,, +gehrich01,1935,1,DET,AL,150,610,123,201,32,8,19,108,11,4,79,16,,3,17,, +gehrilo01,1935,1,NYA,AL,149,535,125,176,26,10,30,119,8,7,132,38,,5,0,, +gelbech01,1935,1,SLN,NL,62,168,24,49,7,2,2,21,0,,17,18,,0,2,,2 +georggr01,1935,1,CLE,AL,2,0,0,0,0,0,0,0,0,0,0,0,,0,0,, +gilljo01,1935,1,CHN,NL,3,3,2,1,1,0,0,1,0,,0,1,,0,0,,0 +glennjo02,1935,1,NYA,AL,17,43,7,10,4,0,0,6,0,0,4,1,,0,2,, +gomezch01,1935,1,PHI,NL,67,222,24,51,3,0,0,16,2,,17,34,,0,6,,9 +gomezle01,1935,1,NYA,AL,34,83,4,10,0,0,0,4,0,1,3,15,,0,7,, +goodmiv01,1935,1,CIN,NL,148,592,86,159,23,18,12,72,14,,35,50,,4,6,,5 +gosligo01,1935,1,DET,AL,147,590,88,172,34,6,9,109,5,4,56,31,,2,3,, +graceea01,1935,1,PIT,NL,77,224,19,59,8,1,3,29,1,,32,17,,0,1,,12 +grahask02,1935,1,BOS,AL,8,10,1,3,0,0,0,1,1,0,1,3,,0,0,, +greenha01,1935,1,DET,AL,152,619,121,203,46,16,36,170,4,3,87,91,,0,4,, +greenha02,1935,1,BRO,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grimmch01,1935,1,CHN,NL,2,8,0,0,0,0,0,0,0,,0,1,,0,0,,0 +grissle01,1935,1,CIN,NL,3,7,0,0,0,0,0,0,0,,0,4,,0,1,,0 +grovele01,1935,1,BOS,AL,35,89,5,7,1,1,1,5,0,0,13,49,,0,6,, +grubefr01,1935,1,SLA,AL,3,6,3,2,1,0,0,0,0,0,0,1,,0,0,, +grubefr01,1935,2,CHA,AL,9,19,1,7,2,0,0,6,0,0,3,2,,0,0,, +gumbeha01,1935,1,NY1,NL,6,8,0,0,0,0,0,0,0,,0,3,,0,0,,0 +haasmu01,1935,1,CHA,AL,92,327,44,95,22,1,2,40,4,1,37,17,,0,15,, +hackst01,1935,1,CHN,NL,124,427,75,133,23,9,4,64,14,,65,17,,3,9,,5 +hadlebu01,1935,1,WS1,AL,35,77,5,15,4,0,0,12,0,0,9,9,,1,7,, +hafeybu01,1935,1,CHA,AL,2,0,1,0,0,0,0,0,0,0,0,0,,0,0,, +hafeybu01,1935,2,PIT,NL,58,184,29,42,11,2,6,16,0,,16,48,,0,1,,5 +hafeych01,1935,1,CIN,NL,15,59,10,20,6,1,1,9,1,,4,5,,2,1,,1 +haineje01,1935,1,SLN,NL,30,33,2,9,1,0,0,1,0,,0,7,,1,2,,0 +haleod01,1935,1,CLE,AL,150,589,80,179,37,11,16,101,15,13,52,55,,1,6,, +hallabi01,1935,1,SLN,NL,40,56,8,8,0,0,1,3,0,,2,13,,0,4,,0 +hansesn01,1935,1,PHI,NL,2,2,0,0,0,0,0,0,0,,0,0,,0,0,,0 +hansesn01,1935,2,SLA,AL,10,7,0,1,0,0,0,0,0,0,0,1,,0,0,, +hardeme01,1935,1,CLE,AL,42,102,11,21,1,0,2,10,0,0,2,29,,0,7,, +harrera01,1935,1,SLN,NL,11,4,0,0,0,0,0,0,0,,0,3,,0,1,,0 +hartnga01,1935,1,CHN,NL,116,413,67,142,32,6,13,91,1,,41,46,,1,6,,13 +haslimi01,1935,1,PHI,NL,110,407,53,108,17,3,3,52,5,,19,25,,1,15,,10 +hattecl01,1935,1,DET,AL,8,10,1,3,0,0,0,1,0,0,0,4,,0,1,, +hayesja02,1935,1,CHA,AL,89,329,45,88,14,0,4,45,3,1,29,15,,0,16,, +hayesji01,1935,1,WS1,AL,7,8,0,2,0,0,0,1,0,0,0,1,,0,2,, +haywora01,1935,1,DET,AL,51,175,22,54,14,2,0,22,0,0,9,14,,0,6,, +heathto01,1935,1,SLA,AL,47,93,10,22,3,0,0,9,0,0,20,13,,0,1,, +heffndo01,1935,1,NYA,AL,10,36,3,11,3,1,0,8,0,0,4,1,,0,0,, +hemslro01,1935,1,SLA,AL,144,504,57,146,32,7,0,48,3,2,44,41,,2,10,, +henshro01,1935,1,CHN,NL,31,51,5,13,1,0,0,2,0,,1,11,,0,5,,0 +hensiph01,1935,1,WS1,AL,6,3,0,2,1,0,0,1,0,0,0,1,,0,0,, +hermaba01,1935,1,PIT,NL,26,81,8,19,8,1,0,7,0,,3,10,,1,0,,4 +hermaba01,1935,2,CIN,NL,92,349,44,117,23,5,10,58,5,,35,25,,0,2,,3 +hermabi01,1935,1,CHN,NL,154,666,113,227,57,6,7,83,6,,42,29,,3,24,,17 +herrmle01,1935,1,CIN,NL,29,30,4,8,1,0,0,1,0,,0,5,,1,0,,1 +heussed01,1935,1,SLN,NL,33,34,1,4,0,1,0,2,0,,1,10,,0,1,,1 +higgipi01,1935,1,PHA,AL,133,524,69,155,32,4,23,94,6,2,42,62,,2,5,, +hilchwh01,1935,1,CIN,NL,4,6,0,1,0,0,0,0,0,,0,1,,0,0,,0 +hildeor01,1935,1,CLE,AL,34,55,9,9,1,1,0,4,0,0,2,7,,0,6,, +hillje01,1935,1,NYA,AL,107,392,69,115,20,3,4,33,14,4,42,32,,0,10,, +hoagmy01,1935,1,NYA,AL,48,110,13,28,4,1,1,13,4,2,12,19,,0,2,, +hockege01,1935,1,BOS,AL,23,14,1,2,1,0,0,2,0,0,1,0,,0,3,, +hogansh01,1935,1,BSN,NL,59,163,9,49,8,0,2,25,0,,21,8,,4,0,,2 +hogsech01,1935,1,DET,AL,40,23,4,6,0,0,2,4,0,0,0,5,,0,0,, +holbrsa01,1935,1,WS1,AL,52,135,20,35,2,2,2,25,0,0,30,16,,4,0,, +holdejo01,1935,1,PHI,NL,6,9,0,1,0,0,0,0,1,,0,3,,0,0,,3 +hollial01,1935,1,CIN,NL,39,54,5,8,0,0,0,2,0,,1,10,,0,3,,6 +hooksal01,1935,1,PHA,AL,15,44,4,10,3,0,0,4,0,0,3,10,,0,1,, +hopkima01,1935,1,CHA,AL,59,144,20,32,3,0,2,17,1,0,36,23,,0,8,, +hornsro01,1935,1,SLA,AL,10,24,1,5,3,0,0,3,0,0,3,6,,0,0,, +hoytwa01,1935,1,PIT,NL,39,54,4,14,1,1,0,7,0,,1,7,,0,3,,1 +hubbeca01,1935,1,NY1,NL,42,109,15,26,2,0,1,12,0,,5,15,,0,2,,2 +hucklea01,1935,1,PHA,AL,1,3,1,0,0,0,0,0,0,0,1,2,,0,0,, +hudliwi01,1935,1,CLE,AL,37,86,10,24,7,0,1,8,0,0,6,19,,0,1,, +hughero01,1935,1,CLE,AL,82,266,40,78,15,3,0,14,13,3,18,17,,1,8,, +jackstr01,1935,1,NY1,NL,128,511,74,154,20,12,9,80,3,,29,64,,1,15,,12 +jensewo01,1935,1,PIT,NL,143,627,97,203,28,7,8,62,9,,15,14,,4,11,,15 +johnsbo01,1935,1,PHA,AL,147,582,103,174,29,5,28,109,2,4,78,76,,2,2,, +johnsha01,1935,1,BOS,AL,13,8,2,0,0,0,0,0,0,0,0,2,,0,1,, +johnsro02,1935,1,BOS,AL,145,553,70,174,33,9,3,66,11,12,74,34,,3,5,, +johnssi01,1935,1,CIN,NL,30,41,1,1,0,0,0,0,0,,3,20,,0,1,,1 +johnssy01,1935,1,PHI,NL,37,58,6,14,2,0,1,7,0,,2,12,,0,6,,0 +joinero01,1935,1,CHN,NL,2,1,0,0,0,0,0,0,0,,0,0,,0,0,,0 +jonessa01,1935,1,CHA,AL,22,48,8,8,1,0,0,1,0,0,10,16,,0,3,, +jonnabu01,1935,1,PHI,NL,1,1,0,0,0,0,0,0,0,,0,1,,0,0,,0 +jordabu01,1935,1,BSN,NL,130,470,62,131,24,5,5,35,3,,19,17,,0,2,,10 +jordaji01,1935,1,BRO,NL,94,295,26,82,7,0,0,30,3,,9,17,,1,7,,6 +jorgear01,1935,1,NYA,AL,36,84,6,20,2,0,0,8,0,0,12,10,,0,2,, +jorgeor01,1935,1,PHI,NL,53,62,2,6,0,0,0,4,0,,3,15,,0,3,,1 +judyly01,1935,1,SLN,NL,8,11,2,0,0,0,0,0,2,,2,2,,0,1,,2 +jurgebi01,1935,1,CHN,NL,146,519,69,125,33,1,1,59,3,,42,39,,5,18,,16 +kammwi01,1935,1,CLE,AL,6,18,2,6,0,0,0,1,0,1,0,1,,0,0,, +kampoal01,1935,1,CIN,NL,148,499,46,123,26,5,7,62,8,,32,84,,2,12,,8 +kaufmto01,1935,1,SLN,NL,7,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kelleha02,1935,1,PHI,NL,3,8,1,3,0,0,0,0,0,,1,1,,0,0,,1 +kenneve01,1935,1,CHA,AL,31,73,5,18,3,1,0,10,0,0,1,18,,0,7,, +kingly01,1935,1,SLN,NL,8,22,6,4,0,0,0,0,2,,4,1,,0,0,,2 +kleinch01,1935,1,CHN,NL,119,434,71,127,14,4,21,73,4,,41,42,,1,9,,10 +kleinnu01,1935,1,SLN,NL,4,2,0,0,0,0,0,0,0,,0,2,,0,0,,0 +knickbi01,1935,1,CLE,AL,132,540,77,161,34,5,0,55,2,12,27,31,,0,10,, +knottja01,1935,1,SLA,AL,48,61,3,7,2,0,0,6,0,0,1,27,,0,8,, +koenele01,1935,1,BRO,NL,100,325,43,92,13,2,4,27,0,,43,45,,1,5,,4 +koenima01,1935,1,NY1,NL,107,396,40,112,12,0,3,37,0,,13,18,,0,11,,12 +kowalfa01,1935,1,CHN,NL,20,15,1,3,0,0,0,1,0,,0,2,,0,0,,1 +kreevmi01,1935,1,CHA,AL,6,23,3,10,2,0,0,2,1,1,1,0,,0,0,, +kressre01,1935,1,WS1,AL,84,252,32,75,13,4,2,42,3,3,25,16,,0,2,, +kronejo01,1935,1,BOS,AL,2,4,1,1,0,0,0,0,0,0,1,1,,0,1,, +kuheljo01,1935,1,WS1,AL,151,633,99,165,25,9,2,74,5,4,78,44,,4,8,, +lamanfr01,1935,1,BRO,NL,2,1,0,0,0,0,0,0,0,,0,0,,0,0,,0 +lanahdi01,1935,1,WS1,AL,3,6,0,1,0,0,0,0,0,0,0,2,,0,1,, +laryly01,1935,1,WS1,AL,39,103,8,20,4,0,0,7,3,0,12,10,,0,7,, +laryly01,1935,2,SLA,AL,93,371,78,107,25,7,2,35,25,4,64,43,,2,3,, +lavagco01,1935,1,PIT,NL,78,231,27,67,9,4,0,19,1,,18,15,,0,0,,5 +lawsoro01,1935,1,DET,AL,7,13,1,4,1,0,0,3,0,0,1,2,,0,1,, +lazzeto01,1935,1,NYA,AL,130,477,72,130,18,6,13,83,11,5,63,75,,3,1,, +leebi02,1935,1,CHN,NL,39,102,8,24,3,0,0,11,0,,2,15,,0,3,,2 +leeha01,1935,1,BSN,NL,112,422,49,128,18,6,0,39,0,,18,25,,1,4,,13 +leeth01,1935,1,CLE,AL,32,61,6,12,2,0,0,7,0,0,3,17,,1,3,, +legetlo01,1935,1,BOS,AL,2,0,1,0,0,0,0,0,0,0,0,0,,0,0,, +leibeha01,1935,1,NY1,NL,154,613,110,203,37,4,22,107,0,,48,29,,10,9,,20 +leonadu02,1935,1,BRO,NL,43,39,1,1,1,0,0,2,0,,1,9,,0,1,,1 +leslisa01,1935,1,BRO,NL,142,520,72,160,30,7,5,93,4,,55,19,,5,1,,11 +lewisbi01,1935,1,BSN,NL,6,4,1,0,0,0,0,0,0,,1,1,,0,0,,0 +lewisbu01,1935,1,WS1,AL,8,28,0,3,0,0,0,2,0,0,0,5,,0,0,, +liebedu01,1935,1,PHA,AL,19,14,0,2,0,0,0,0,0,0,0,6,,0,0,, +lindsfr01,1935,1,CHN,NL,90,342,49,94,22,4,3,62,1,,10,13,,1,10,,11 +linkeed01,1935,1,WS1,AL,40,68,14,20,4,0,1,9,0,0,7,6,,0,1,, +loganbo01,1935,1,BRO,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lombaer01,1935,1,CIN,NL,120,332,36,114,23,3,12,64,0,,16,6,,3,0,,11 +lopezal01,1935,1,BRO,NL,128,379,50,95,12,4,3,39,2,,35,36,,1,10,,8 +lucasfr01,1935,1,PHI,NL,20,34,1,9,0,0,0,2,0,,3,6,,0,0,,1 +lucasre01,1935,1,PIT,NL,47,66,6,21,6,0,0,10,0,,7,11,,1,2,,1 +luquedo01,1935,1,NY1,NL,2,1,0,1,0,0,0,0,0,,0,0,,0,1,,0 +lyonste01,1935,1,CHA,AL,29,82,5,18,4,0,0,6,0,0,3,4,,1,3,, +macfada01,1935,1,CIN,NL,7,11,0,1,0,0,0,0,0,,0,4,,0,0,,0 +macfada01,1935,2,BSN,NL,28,51,2,8,3,0,0,3,0,,0,15,,0,1,,0 +mahafro01,1935,1,PHA,AL,27,51,3,9,1,0,0,1,0,0,2,18,,0,1,, +malayjo01,1935,1,NY1,NL,1,1,0,1,0,0,0,0,0,,0,0,,0,0,,0 +mallole01,1935,1,BSN,NL,116,412,48,113,24,2,2,25,3,,28,37,,1,7,,11 +malonpa02,1935,1,NYA,AL,29,15,0,0,0,0,0,0,0,0,0,4,,0,1,, +mancugu01,1935,1,NY1,NL,128,447,33,133,18,2,5,56,1,,30,16,,0,12,,16 +mangule01,1935,1,BSN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +manushe01,1935,1,WS1,AL,119,479,68,131,26,9,4,56,2,0,35,17,,4,1,, +maranra01,1935,1,BSN,NL,23,67,3,10,2,0,0,5,0,,3,3,,0,1,,4 +marbefi01,1935,1,DET,AL,5,5,0,1,0,0,0,0,0,0,1,0,,0,0,, +marcujo01,1935,1,PHA,AL,64,119,13,37,2,1,2,17,0,0,9,5,,0,4,, +mariore01,1935,1,WS1,AL,4,11,1,2,1,0,1,1,0,0,0,2,,0,0,, +martipe01,1935,1,SLN,NL,135,539,121,161,41,6,9,54,20,,33,58,,2,1,,7 +martiwe01,1935,1,PHA,AL,3,2,0,0,0,0,0,0,0,0,0,0,,0,0,, +mazzeme01,1935,1,SLA,AL,12,30,4,7,2,0,1,2,0,0,4,9,,0,0,, +mccarjo03,1935,1,BRO,NL,22,48,9,12,1,1,0,4,1,,2,9,,0,0,,0 +mcgeebi01,1935,1,SLN,NL,1,3,0,1,0,0,0,0,0,,0,0,,0,0,,0 +mcleaal01,1935,1,WS1,AL,4,2,0,0,0,0,0,0,0,0,0,1,,0,0,, +mcnaier01,1935,1,PHA,AL,137,526,55,142,22,2,4,57,3,7,35,33,,3,9,, +medwijo01,1935,1,SLN,NL,154,634,132,224,46,13,23,126,4,,30,59,,4,2,,15 +melilsk01,1935,1,SLA,AL,19,62,8,13,3,0,0,5,0,0,8,4,,0,0,, +melilsk01,1935,2,BOS,AL,106,400,45,104,13,2,1,39,3,2,38,22,,2,4,, +mihaljo01,1935,1,WS1,AL,6,22,4,5,3,0,0,6,1,0,2,3,,0,0,, +milesde01,1935,1,WS1,AL,60,215,28,57,5,2,0,29,6,4,7,13,,1,2,, +millebi02,1935,1,BOS,AL,78,138,18,42,8,1,3,26,0,1,10,8,,1,5,, +millsbu01,1935,1,BRO,NL,17,56,12,12,2,1,1,7,0,,5,11,,4,0,,4 +mooreeu01,1935,1,PHI,NL,15,15,3,6,0,0,0,1,0,,0,5,,0,1,,0 +mooreeu01,1935,2,NY1,NL,6,2,0,0,0,0,0,0,0,,0,0,,0,0,,0 +moorege03,1935,1,SLN,NL,3,3,0,0,0,0,0,0,0,,0,1,,0,0,,0 +moorejo01,1935,1,PHI,NL,153,600,84,194,33,3,19,93,4,,45,50,,5,4,,6 +moorejo02,1935,1,NY1,NL,155,681,108,201,28,9,15,71,5,,53,24,,8,2,,4 +moorera01,1935,1,BSN,NL,125,407,42,112,20,4,4,42,1,,26,16,,0,2,,10 +moorete01,1935,1,SLN,NL,119,456,63,131,34,3,6,53,13,,15,40,,3,3,,6 +morgach01,1935,1,DET,AL,14,23,2,4,1,0,0,1,0,0,5,0,,0,0,, +moriaed01,1935,1,BSN,NL,8,34,4,11,2,1,1,1,0,,0,6,,0,0,,0 +moseswa01,1935,1,PHA,AL,85,345,60,112,21,3,5,35,3,4,25,18,,3,0,, +mossch01,1935,1,PHA,AL,4,3,1,1,0,0,0,1,0,0,1,0,,0,0,, +mowryjo01,1935,1,BSN,NL,81,136,17,36,8,1,1,13,0,,11,13,,1,4,,2 +muellhe01,1935,1,SLA,AL,16,27,0,5,1,0,0,1,0,0,1,4,,0,0,, +muellra01,1935,1,BSN,NL,42,97,10,22,5,0,3,11,0,,3,11,,0,1,,1 +mulcahu01,1935,1,PHI,NL,19,17,0,0,0,0,0,0,0,,0,7,,0,0,,0 +mungova01,1935,1,BRO,NL,44,90,9,26,3,0,0,19,0,,1,10,,0,1,,1 +munnsle01,1935,1,BRO,NL,22,16,1,3,0,0,0,1,0,,0,7,,0,0,,0 +murphjo04,1935,1,NYA,AL,40,32,6,5,3,0,0,1,0,0,9,7,,0,2,, +myattgl01,1935,1,CLE,AL,10,36,1,3,1,0,0,2,0,0,4,3,,0,0,, +myattgl01,1935,2,NY1,NL,13,18,2,4,0,1,1,6,0,,0,3,,0,0,,0 +myerbu01,1935,1,WS1,AL,151,616,115,215,36,11,5,100,7,6,96,40,,4,4,, +myersbi01,1935,1,CIN,NL,117,445,60,119,15,10,5,36,10,,29,81,,2,10,,6 +narrosa01,1935,1,SLN,NL,4,7,0,3,0,0,0,0,0,,0,0,,0,0,,0 +nelsoem01,1935,1,CIN,NL,19,15,1,2,0,0,0,0,0,,0,6,,0,1,,1 +newsobo01,1935,1,SLA,AL,7,11,0,1,0,0,0,0,0,0,0,0,,0,2,, +newsobo01,1935,2,WS1,AL,28,73,6,22,2,1,0,10,1,0,3,9,,0,4,, +newsosk01,1935,1,PHA,AL,59,145,18,30,7,1,1,10,2,1,5,9,,0,1,, +ockwh01,1935,1,BRO,NL,1,3,0,0,0,0,0,0,0,,1,2,,0,0,,0 +odeake01,1935,1,CHN,NL,76,202,30,52,13,2,6,38,0,,26,18,,1,2,,6 +ofarrbo01,1935,1,SLN,NL,14,10,0,0,0,0,0,0,0,,2,0,,0,0,,1 +onisra01,1935,1,BRO,NL,1,1,0,1,0,0,0,0,0,,0,0,,0,0,,0 +orsater01,1935,1,SLN,NL,90,221,28,53,9,3,1,24,10,,18,25,,0,6,,8 +osborwa01,1935,1,PIT,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +osterfr01,1935,1,BOS,AL,22,49,3,14,1,0,0,7,0,0,2,5,,1,2,, +ottme01,1935,1,NY1,NL,152,593,113,191,33,6,31,114,7,,82,58,,3,5,,4 +owenma01,1935,1,DET,AL,134,483,52,127,24,5,2,71,1,4,43,37,,2,16,, +owensja01,1935,1,PHA,AL,2,8,0,2,0,0,0,1,0,0,0,1,,0,0,, +paddeto01,1935,1,PIT,NL,97,302,35,82,9,1,1,30,1,,48,26,,0,3,,7 +parmero01,1935,1,NY1,NL,34,86,6,18,4,1,0,5,0,,5,22,,0,0,,1 +passecl01,1935,1,PIT,NL,1,1,0,0,0,0,0,0,0,,0,1,,0,0,,0 +pattobi01,1935,1,PHA,AL,9,10,1,3,1,0,0,2,0,0,2,3,,0,0,, +pearcfr02,1935,1,PHI,NL,5,4,0,2,0,0,0,1,0,,0,1,,0,0,,0 +pearsmo01,1935,1,CLE,AL,30,62,8,11,4,0,0,6,1,0,7,7,,0,1,, +peersja01,1935,1,PHA,AL,10,19,3,6,1,0,0,1,0,0,1,1,,0,1,, +peppera01,1935,1,SLA,AL,92,261,20,66,15,3,4,37,0,2,20,32,,0,2,, +petoste01,1935,1,CIN,NL,4,5,0,2,0,0,0,0,1,,0,1,,0,0,,0 +pettile01,1935,1,WS1,AL,41,25,5,2,0,0,0,2,0,0,10,8,,0,1,, +pezzupr01,1935,1,PHI,NL,41,24,1,6,0,0,0,2,0,,2,6,,0,0,,0 +phelpba01,1935,1,BRO,NL,47,121,17,44,7,2,5,22,0,,9,10,,0,0,,3 +phelpra01,1935,1,CHA,AL,27,41,1,5,0,0,0,0,0,0,1,19,,0,1,, +philled01,1935,1,CLE,AL,70,220,18,60,16,1,1,41,0,0,15,21,,0,0,, +pietto01,1935,1,CIN,NL,6,5,2,1,1,0,0,2,0,,0,0,,0,0,,0 +pietto01,1935,2,CHA,AL,77,292,47,87,17,5,3,27,2,1,33,27,,3,8,, +pipgrge01,1935,1,BOS,AL,5,0,0,0,0,0,0,0,0,0,0,0,,0,1,, +poolha01,1935,1,CIN,NL,28,68,8,12,6,2,0,11,0,,2,2,,0,0,,1 +poserbo01,1935,1,SLA,AL,4,4,0,1,0,0,0,0,0,0,1,1,,0,1,, +powelja03,1935,1,WS1,AL,139,551,88,172,26,10,6,98,15,7,37,37,,4,12,, +primra01,1935,1,PHI,NL,29,24,1,2,0,0,0,1,0,,0,3,,0,0,,0 +pytlafr01,1935,1,CLE,AL,55,149,14,44,6,1,1,12,3,2,11,4,,1,3,, +radclri01,1935,1,CHA,AL,146,623,95,178,28,8,10,68,4,4,53,21,,4,2,, +redmoja01,1935,1,WS1,AL,22,34,8,6,1,0,1,7,0,0,3,1,,0,0,, +reibefr01,1935,1,DET,AL,8,11,3,3,0,0,0,1,0,0,3,3,,0,0,, +reisbo01,1935,1,BRO,NL,52,85,10,21,3,2,0,4,2,,6,13,,0,0,,2 +reynoca01,1935,1,BOS,AL,78,244,33,66,13,4,6,35,4,1,24,20,,0,5,, +rhemfl01,1935,1,BSN,NL,10,10,0,0,0,0,0,1,0,,0,2,,0,1,,1 +rhodego01,1935,1,BOS,AL,36,48,3,7,1,0,0,1,0,0,0,15,,0,1,, +richano01,1935,1,NYA,AL,12,46,3,10,1,1,0,5,0,0,3,1,,0,0,, +richapa01,1935,1,NY1,NL,7,4,0,1,0,0,0,0,0,,2,1,,0,0,,0 +richapa01,1935,2,PHA,AL,85,257,31,63,10,1,4,29,0,0,24,12,,0,5,, +riggsle01,1935,1,CIN,NL,142,532,73,148,26,8,5,46,8,,43,32,,2,6,,7 +riplewa01,1935,1,BOS,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rogelbi01,1935,1,DET,AL,150,560,88,154,23,11,6,71,3,6,80,29,,1,7,, +rogerbu01,1935,1,WS1,AL,2,3,0,0,0,0,0,0,0,0,0,1,,0,0,, +rolfere01,1935,1,NYA,AL,149,639,108,192,33,9,5,67,7,3,57,39,,3,7,, +rootch01,1935,1,CHN,NL,38,69,8,14,2,1,1,7,0,,3,22,,0,12,,1 +rothrja01,1935,1,SLN,NL,129,502,76,137,18,5,3,56,7,,57,29,,0,20,,6 +rowesc01,1935,1,DET,AL,45,109,19,34,3,2,3,28,0,0,12,12,,0,3,, +ruffire01,1935,1,NYA,AL,50,109,13,37,10,0,2,18,0,0,3,9,,1,1,, +russeja01,1935,1,WS1,AL,43,35,7,7,0,2,0,5,0,0,3,14,,0,0,, +ruthba01,1935,1,BSN,NL,28,72,13,13,0,0,6,12,0,,20,24,,0,0,,2 +ryanbl01,1935,1,PHI,NL,39,129,13,34,3,0,1,10,1,,7,20,,2,1,,6 +ryanbl01,1935,2,NYA,AL,30,105,12,25,1,3,0,11,0,0,3,10,,0,1,, +rybami01,1935,1,SLN,NL,2,5,0,2,0,0,0,3,0,,1,0,,0,1,,0 +saltzja01,1935,1,NYA,AL,61,149,17,39,6,0,3,18,0,2,23,12,,2,1,, +salveja01,1935,1,PIT,NL,5,2,0,0,0,0,0,0,0,,0,1,,0,0,,0 +salveja01,1935,2,CHA,AL,20,20,3,6,2,0,1,4,0,0,1,4,,0,0,, +scarsle01,1935,1,CIN,NL,6,10,4,2,1,0,0,0,0,,3,1,,0,0,,0 +schotge01,1935,1,CIN,NL,36,60,6,12,2,0,0,2,0,,3,13,,0,0,,2 +schubhe01,1935,1,DET,AL,11,8,3,2,0,0,0,0,0,0,1,0,,0,0,, +schulfr02,1935,1,WS1,AL,76,226,33,60,6,4,2,23,0,3,26,22,,1,2,, +schumha02,1935,1,NY1,NL,38,107,8,21,3,0,2,21,0,,1,25,,1,3,,2 +selkige01,1935,1,NYA,AL,128,491,64,153,29,12,11,94,2,7,44,36,,3,3,, +sewellu01,1935,1,CHA,AL,118,421,52,120,19,3,2,67,3,2,32,18,,0,5,, +sheame01,1935,1,CHA,AL,46,122,8,28,2,0,0,13,0,0,30,9,,0,2,, +shellhu01,1935,1,DET,AL,7,8,1,2,0,0,0,1,0,0,2,1,,0,0,, +sherlvi01,1935,1,BRO,NL,9,26,4,12,1,0,0,6,1,,1,2,,0,0,,0 +shouncl01,1935,1,CHN,NL,5,3,0,0,0,0,0,0,0,,0,0,,0,0,,0 +simmoal01,1935,1,CHA,AL,128,525,68,140,22,7,16,79,4,6,33,43,,2,1,, +singtfr01,1935,1,WS1,AL,20,22,1,4,0,0,0,3,0,0,5,1,,0,0,, +skafffr01,1935,1,BRO,NL,6,11,4,6,1,1,0,3,0,,0,2,,0,0,,1 +sladego01,1935,1,CIN,NL,71,196,22,55,10,0,1,14,0,,16,16,,2,5,,5 +smithal03,1935,1,NY1,NL,40,34,4,4,0,0,1,2,0,,3,3,,0,2,,2 +smithbo02,1935,1,BSN,NL,47,63,3,17,0,0,0,4,0,,1,5,,0,6,,3 +smithha07,1935,1,PIT,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +snydebe01,1935,1,PHA,AL,10,32,5,11,1,0,0,3,0,0,1,2,,0,1,, +soltemo01,1935,1,BOS,AL,24,79,15,19,6,1,0,8,1,1,2,7,,1,2,, +soltemo01,1935,2,SLA,AL,127,552,79,182,39,6,18,104,10,1,34,35,,0,2,, +sorrevi01,1935,1,DET,AL,12,18,0,0,0,0,0,0,0,0,0,7,,0,0,, +spohral01,1935,1,BSN,NL,92,260,22,63,7,1,1,16,0,,9,12,,2,4,,7 +staintu01,1935,1,CHN,NL,47,94,16,24,4,0,3,11,1,,0,13,,2,1,,3 +starrbi01,1935,1,WS1,AL,12,24,1,5,0,0,0,1,0,0,0,1,,0,0,, +stephwa01,1935,1,CHN,NL,16,26,2,10,1,1,0,2,0,,1,5,,0,0,,0 +stewale01,1935,1,WS1,AL,1,1,0,0,0,0,0,0,0,0,0,0,,0,0,, +stewale01,1935,2,CLE,AL,24,30,2,6,0,0,0,2,0,0,1,7,,0,2,, +stinele01,1935,1,CHA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stonejo01,1935,1,WS1,AL,125,455,78,143,27,18,1,78,4,5,39,29,,3,1,, +stoutal01,1935,1,NY1,NL,40,15,1,2,0,0,1,1,0,,1,8,,0,0,,0 +stranal01,1935,1,SLA,AL,49,147,8,34,6,1,0,17,0,0,17,7,,0,5,, +stranal01,1935,2,WS1,AL,20,54,3,10,2,1,0,5,0,0,4,1,,0,1,, +stratmo01,1935,1,CHA,AL,5,14,0,2,1,0,0,1,0,0,0,2,,0,1,, +stripjo01,1935,1,BRO,NL,109,373,44,114,13,5,3,43,2,,22,15,,0,10,,13 +suhrgu01,1935,1,PIT,NL,153,529,68,144,33,12,10,81,6,,70,54,,0,5,,6 +sullibi04,1935,1,CIN,NL,85,241,29,64,9,4,2,36,4,,19,16,,2,3,,5 +sullijo05,1935,1,DET,AL,25,43,6,7,1,0,0,5,0,0,4,9,,0,1,, +swetost01,1935,1,PIT,NL,1,0,1,0,0,0,0,0,0,,0,0,,0,0,,0 +swiftbi01,1935,1,PIT,NL,39,78,11,19,5,0,0,11,0,,3,8,,0,1,,5 +tamulvi01,1935,1,NYA,AL,30,57,8,14,3,0,1,7,0,0,6,11,,0,3,, +taubyfr01,1935,1,CHA,AL,13,32,5,4,1,0,0,2,0,0,2,3,,0,2,, +tayloda01,1935,1,BRO,NL,112,352,51,102,19,5,7,59,6,,46,32,,0,6,,7 +tayloza02,1935,1,BRO,NL,26,54,2,7,3,0,0,5,0,,2,8,,1,0,,4 +terrybi01,1935,1,NY1,NL,145,596,91,203,32,8,6,64,7,,41,55,,0,16,,13 +theveto01,1935,1,PIT,NL,110,408,38,97,9,9,0,47,1,,12,23,,1,4,,13 +thomafa01,1935,1,SLA,AL,49,38,2,4,1,0,0,0,0,0,2,21,,0,4,, +thomato02,1935,1,WS1,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thomato02,1935,2,PHI,NL,4,3,0,0,0,0,0,0,0,,0,1,,0,0,,0 +thompto02,1935,1,BSN,NL,112,297,34,81,7,1,4,30,2,,36,17,,1,9,,13 +tietjle01,1935,1,CHA,AL,30,61,4,12,3,0,0,3,0,0,3,17,,0,3,, +tinnibu01,1935,1,SLN,NL,4,1,0,0,0,0,0,0,0,,0,0,,0,0,,0 +toddal01,1935,1,PHI,NL,107,328,40,95,18,3,3,42,3,,19,35,,3,3,,9 +travice01,1935,1,WS1,AL,138,534,85,170,27,8,0,61,4,2,41,28,,9,6,, +traynpi01,1935,1,PIT,NL,57,204,24,57,10,3,1,36,2,,10,17,,3,3,,9 +tremani01,1935,1,BRO,NL,10,13,1,3,1,0,0,3,0,,1,1,,0,0,,0 +troskha01,1935,1,CLE,AL,154,632,84,171,33,7,26,113,1,2,46,60,,1,1,, +turbege01,1935,1,PHA,AL,19,19,0,2,0,0,0,0,0,0,0,5,,0,1,, +tylerjo01,1935,1,BSN,NL,13,47,7,16,2,1,2,11,0,,4,3,,1,1,,0 +upchuwo01,1935,1,PHA,AL,3,7,0,2,1,0,0,1,0,0,0,2,,0,0,, +urbanbi01,1935,1,BSN,NL,132,514,53,118,17,0,4,30,3,,40,32,,1,11,,16 +vanatru01,1935,1,NYA,AL,5,1,0,0,0,0,0,0,0,0,0,0,,0,0,, +vanatru01,1935,2,SLA,AL,53,42,5,9,2,0,0,4,0,0,1,4,,0,6,, +vanceda01,1935,1,BRO,NL,20,17,1,1,0,0,0,2,0,,0,3,,0,0,,1 +vancejo01,1935,1,CHA,AL,10,11,2,2,0,0,0,1,0,0,0,3,,0,0,, +vandehy01,1935,1,BOS,AL,3,1,0,1,0,0,0,0,0,0,0,0,,0,0,, +vaughar01,1935,1,PIT,NL,137,499,108,192,34,10,19,99,4,,97,18,,7,7,,5 +veachal01,1935,1,PHA,AL,2,4,0,0,0,0,0,0,0,0,0,3,,0,0,, +vergejo01,1935,1,PHI,NL,148,546,56,136,27,4,9,63,8,,46,67,,4,5,,10 +vosmijo01,1935,1,CLE,AL,152,620,93,216,47,20,10,110,2,1,59,30,,4,5,, +walberu01,1935,1,BOS,AL,44,37,3,6,1,0,0,3,0,0,2,10,,0,3,, +walkebi01,1935,1,SLN,NL,38,59,4,6,1,0,0,3,0,,2,21,,0,7,,1 +walkedi02,1935,1,NYA,AL,8,13,1,2,1,0,0,1,0,0,0,1,,0,0,, +walkege02,1935,1,DET,AL,98,362,52,109,22,6,7,53,6,4,15,21,,0,8,, +walkehu01,1935,1,DET,AL,9,25,4,4,3,0,0,1,0,0,3,4,,0,1,, +walkuji02,1935,1,SLA,AL,55,47,4,6,1,0,0,4,0,0,4,18,,0,4,, +waltebu01,1935,1,PHI,NL,49,96,14,24,2,1,0,6,0,,9,12,,0,2,,2 +wanerll01,1935,1,PIT,NL,122,537,83,166,22,14,0,46,1,,22,10,,0,3,,8 +wanerpa01,1935,1,PIT,NL,139,549,98,176,29,12,11,78,2,,61,22,,3,10,,15 +warddi01,1935,1,SLN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +warnelo01,1935,1,CHN,NL,44,91,9,20,1,0,0,15,0,,3,9,,1,7,,4 +warnoha01,1935,1,SLA,AL,6,7,1,2,2,0,0,0,0,0,0,3,,0,0,, +warstra01,1935,1,PHA,AL,138,496,62,124,20,7,3,59,8,4,56,53,,0,17,, +washige01,1935,1,CHA,AL,108,339,40,96,22,3,8,47,1,0,10,18,,3,3,, +watkige01,1935,1,PHI,NL,150,600,80,162,25,5,17,76,3,,40,78,,4,11,,8 +weaveji01,1935,1,PIT,NL,33,56,2,4,0,1,0,1,0,,4,20,,0,7,,3 +weavemo01,1935,1,WS1,AL,5,3,1,1,0,0,0,0,0,0,0,0,,0,0,, +weilabo01,1935,1,SLA,AL,14,8,0,0,0,0,0,0,0,0,1,2,,0,1,, +weintph01,1935,1,NY1,NL,64,112,18,27,3,3,1,6,0,,17,13,,0,0,,3 +welchjo01,1935,1,BOS,AL,31,50,8,9,2,0,0,6,0,0,8,9,,0,2,, +werbebi01,1935,1,BOS,AL,124,462,84,118,30,3,14,61,29,7,69,41,,4,14,, +westsa01,1935,1,SLA,AL,138,527,93,158,37,4,10,70,1,6,75,46,,1,12,, +whitebu01,1935,1,SLN,NL,107,338,45,89,10,2,0,33,5,,11,14,,1,8,,5 +whiteea01,1935,1,WS1,AL,34,104,10,19,4,0,0,3,0,0,8,11,,0,4,, +whitejo01,1935,1,DET,AL,114,412,82,99,13,12,2,32,19,10,68,42,,0,3,, +whitejo02,1935,1,CHA,AL,28,82,7,12,0,0,0,9,0,0,4,9,,0,4,, +whitnpi01,1935,1,BSN,NL,126,458,41,125,23,4,4,60,2,,24,36,,2,7,,13 +willidi01,1935,1,PHA,AL,4,10,0,1,0,0,0,0,0,0,0,1,,0,0,, +willidi01,1935,2,BOS,AL,75,251,26,63,12,0,3,25,2,0,24,23,,1,7,, +wilshwh01,1935,1,PHA,AL,27,43,3,4,0,0,0,1,0,0,4,20,,0,5,, +wilsoch02,1935,1,SLN,NL,16,31,1,10,0,0,0,1,0,,2,2,,0,0,,2 +wilsoja01,1935,1,BOS,AL,23,16,2,5,2,0,1,3,0,0,1,3,,0,1,, +wilsoji01,1935,1,PHI,NL,93,290,38,81,20,0,1,37,4,,19,19,,1,3,,5 +winegra01,1935,1,CLE,AL,65,84,11,26,4,1,3,17,1,1,9,12,,0,1,, +winfoji01,1935,1,SLN,NL,2,2,0,0,0,0,0,0,0,,0,1,,0,1,,0 +winseto01,1935,1,SLN,NL,7,12,2,6,1,0,0,2,0,,2,3,,0,1,,0 +wrighab01,1935,1,CLE,AL,67,160,17,38,11,1,2,18,2,1,10,17,,2,5,, +wrighgl01,1935,1,CHA,AL,9,25,1,3,1,0,0,1,0,0,0,6,,0,1,, +wyattwh01,1935,1,CHA,AL,30,13,2,3,0,1,0,0,0,0,4,2,,0,0,, +youngpe01,1935,1,PIT,NL,128,494,60,131,25,10,7,82,2,,21,59,,2,6,,11 +zachato01,1935,1,BRO,NL,25,52,3,7,0,0,0,1,0,,5,17,,0,2,,3 +allenet01,1936,1,PHI,NL,30,125,21,37,3,1,1,9,4,,4,8,,0,3,,4 +allenet01,1936,2,CHN,NL,91,373,47,110,18,6,3,39,12,,13,30,,2,11,,9 +allenjo02,1936,1,CLE,AL,37,87,12,14,0,0,0,10,0,0,6,18,,0,8,, +almadme01,1936,1,BOS,AL,96,320,40,81,16,4,1,21,2,4,24,15,,0,3,, +alstowa01,1936,1,SLN,NL,1,1,0,0,0,0,0,0,0,,0,1,,0,0,,0 +andreiv01,1936,1,SLA,AL,36,59,4,10,3,0,0,7,0,0,5,14,,0,2,, +ankenpa01,1936,1,SLN,NL,1,3,0,0,0,0,0,0,0,,0,3,,0,1,,0 +applepe01,1936,1,WS1,AL,38,76,7,19,1,1,0,8,0,0,0,15,,0,1,, +applilu01,1936,1,CHA,AL,138,526,111,204,31,7,6,128,10,6,85,25,,1,6,, +archefr01,1936,1,PHA,AL,6,15,1,4,0,0,0,1,0,0,1,3,,0,0,, +arnovmo01,1936,1,PHI,NL,13,48,4,15,3,0,1,7,0,,1,3,,2,1,,2 +atwoobi01,1936,1,PHI,NL,71,192,21,58,9,2,2,29,0,,11,15,,2,4,,5 +aukerel01,1936,1,DET,AL,35,78,7,24,1,2,0,15,0,0,7,24,,1,7,, +averiea01,1936,1,CLE,AL,152,614,136,232,39,15,28,126,3,3,65,35,,1,2,, +babicjo01,1936,1,BSN,NL,3,1,0,0,0,0,0,0,0,,0,0,,0,0,,0 +bakerto01,1936,1,BRO,NL,37,30,2,7,3,0,0,5,0,,1,4,,0,0,,1 +bartedi01,1936,1,NY1,NL,145,510,71,152,31,3,8,42,6,,40,36,,5,18,,9 +bashowa01,1936,1,PHI,NL,10,10,1,2,0,0,0,0,0,,1,3,,0,0,,0 +bauerru01,1936,1,PIT,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +beckejo01,1936,1,CLE,AL,22,50,5,9,3,1,1,11,0,0,5,4,,0,0,, +bejmaol01,1936,1,SLA,AL,67,139,19,36,2,3,2,18,0,0,27,21,,0,1,, +bellbe01,1936,1,SLA,AL,155,616,100,212,40,12,11,123,4,1,60,55,,1,6,, +bengera01,1936,1,BSN,NL,21,43,2,6,0,0,0,1,0,,0,3,,0,4,,1 +bengera01,1936,2,PHI,NL,15,10,0,0,0,0,0,0,0,,0,1,,0,0,,0 +bergebo01,1936,1,CLE,AL,28,52,1,9,2,0,0,3,0,0,1,14,,0,0,, +bergewa01,1936,1,BSN,NL,138,534,88,154,23,3,25,91,1,,53,84,,8,0,,13 +bergmo01,1936,1,BOS,AL,39,125,9,30,4,1,0,19,0,0,2,6,,2,4,, +berrera01,1936,1,BRO,NL,105,267,16,64,10,1,1,13,1,,14,35,,1,1,,8 +berrych02,1936,1,PHA,AL,13,17,0,1,1,0,0,1,0,0,6,2,,0,0,, +bertrle01,1936,1,PHI,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +birkora01,1936,1,PIT,NL,34,41,5,9,1,0,0,3,0,,1,9,,0,0,,1 +blaehge01,1936,1,CLE,AL,35,46,1,6,1,0,0,4,0,0,1,13,,0,3,, +blancal01,1936,1,BSN,NL,11,4,0,1,0,0,0,0,0,,0,1,,0,0,,0 +blantcy01,1936,1,PIT,NL,44,84,6,13,2,0,0,5,0,,3,17,,0,5,,3 +bluegos01,1936,1,WS1,AL,90,319,43,92,12,1,1,55,5,3,38,16,,6,5,, +bokinjo01,1936,1,WS1,AL,5,1,0,0,0,0,0,0,0,0,0,0,,0,0,, +boltocl01,1936,1,WS1,AL,86,289,41,84,18,4,2,51,1,2,25,12,,1,0,, +bonurze01,1936,1,CHA,AL,148,587,120,194,39,7,12,138,4,2,94,29,,4,2,, +bordafr01,1936,1,BRO,NL,125,372,63,117,21,3,4,31,12,,17,42,,1,11,,8 +bottoji01,1936,1,SLA,AL,140,544,72,162,39,11,12,95,0,0,44,55,,3,5,, +bowerst01,1936,1,BOS,AL,6,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0, +bowmajo01,1936,1,PHI,NL,44,77,9,15,1,0,0,6,0,,6,14,,0,1,,1 +branded01,1936,1,BRO,NL,43,84,7,16,1,0,0,6,0,,9,8,,0,2,,2 +brenndo01,1936,1,CIN,NL,41,25,1,2,0,0,0,0,0,,0,10,,0,2,,0 +bridgto01,1936,1,DET,AL,39,118,10,25,4,1,0,15,0,0,3,26,,0,6,, +broacjo01,1936,1,NYA,AL,37,82,2,9,0,0,0,5,0,1,1,40,,0,3,, +brownbo02,1936,1,BSN,NL,2,2,0,0,0,0,0,0,0,,0,0,,0,0,,0 +browncl01,1936,1,CHA,AL,38,25,5,4,2,0,0,3,0,0,2,1,,0,2,, +brownea01,1936,1,PIT,NL,8,23,7,7,1,2,0,3,0,,1,4,,0,0,,0 +brownju01,1936,1,NYA,AL,20,19,0,0,0,0,0,0,0,0,0,7,,0,0,, +brownll01,1936,1,CLE,AL,24,45,5,10,0,1,1,7,0,0,4,6,,0,4,, +brownma01,1936,1,PIT,NL,47,60,6,10,1,0,0,5,0,,2,10,,0,3,,2 +brubabi01,1936,1,PIT,NL,145,554,77,160,27,4,6,102,5,,50,96,,4,12,,17 +bryancl01,1936,1,CHN,NL,32,12,4,5,0,0,0,2,0,,0,0,,0,1,,0 +bucheji01,1936,1,BRO,NL,110,370,49,93,12,8,2,41,5,,29,27,,0,4,,6 +bullore01,1936,1,PHA,AL,12,4,0,0,0,0,0,1,0,0,0,2,,0,0,, +burkael01,1936,1,PHI,NL,2,2,0,0,0,0,0,0,0,,0,1,,0,0,,0 +burnsja02,1936,1,SLA,AL,9,14,2,3,1,0,0,1,0,0,3,1,,0,0,, +burnsja02,1936,2,DET,AL,138,558,96,158,36,3,4,63,4,8,79,45,,3,8,, +bushgu01,1936,1,PIT,NL,16,9,1,3,0,0,0,3,0,,0,0,,0,0,,0 +bushgu01,1936,2,BSN,NL,15,25,4,3,0,0,0,0,0,,3,4,,0,6,,1 +butchma01,1936,1,BRO,NL,42,48,6,6,1,0,0,1,0,,2,16,,0,0,,1 +byrdsa01,1936,1,CIN,NL,59,141,17,35,8,0,2,13,0,,11,11,,0,1,,4 +cainsu01,1936,1,SLA,AL,4,7,1,2,0,0,0,0,0,0,0,1,,0,0,, +cainsu01,1936,2,CHA,AL,31,68,5,7,0,0,0,4,0,0,7,14,,0,4,, +caldwea01,1936,1,SLA,AL,41,58,5,11,1,0,1,6,0,0,0,16,,0,4,, +camildo01,1936,1,PHI,NL,151,530,106,167,29,13,28,102,5,,116,84,,3,2,,7 +campbbr01,1936,1,CLE,AL,76,172,35,64,15,2,6,30,2,1,19,17,,2,1,, +campbgi01,1936,1,CIN,NL,89,235,28,63,13,1,1,40,2,,43,14,,1,0,,5 +cantwbe01,1936,1,BSN,NL,35,41,3,8,0,0,0,0,1,,0,5,,0,3,,1 +careyto02,1936,1,SLA,AL,134,488,58,133,27,6,1,57,2,1,27,25,,3,3,, +carlete01,1936,1,CHN,NL,35,60,9,14,0,0,3,11,0,,10,13,,1,4,,3 +cascajo01,1936,1,BOS,AL,10,4,0,0,0,0,0,0,0,0,0,1,,0,0,, +cascajo01,1936,2,WS1,AL,22,49,3,7,1,0,0,5,0,0,2,11,,0,4,, +castlsl01,1936,1,NY1,NL,30,39,2,5,0,0,1,5,0,,2,12,,0,0,,0 +cavarph01,1936,1,CHN,NL,124,458,55,125,18,1,9,56,8,,17,36,,5,6,,8 +chaplti01,1936,1,BSN,NL,40,84,7,17,1,1,0,8,0,,1,17,,0,5,,4 +chapmbe01,1936,1,NYA,AL,36,139,19,37,14,3,1,21,1,2,15,20,,0,2,, +chapmbe01,1936,2,WS1,AL,97,401,91,133,36,7,4,60,19,7,69,18,,1,1,, +chapmca01,1936,1,CIN,NL,96,219,35,54,7,3,1,22,5,,16,19,,1,2,,3 +chaseke01,1936,1,WS1,AL,1,1,0,1,0,0,0,0,0,0,0,0,,0,0,, +cheliit01,1936,1,CHA,AL,18,32,3,5,0,0,0,2,0,0,2,9,,0,0,, +chiozlo01,1936,1,PHI,NL,144,572,83,170,32,6,1,48,17,,37,39,,6,5,,3 +clarkwa02,1936,1,BRO,NL,33,39,2,9,1,0,0,2,0,,1,6,,0,0,,0 +cliftfl01,1936,1,DET,AL,13,26,5,5,1,0,0,1,0,1,4,3,,0,0,, +cliftha01,1936,1,SLA,AL,152,576,145,174,40,11,20,73,12,4,115,68,,7,3,, +cochrmi01,1936,1,DET,AL,44,126,24,34,8,0,2,17,1,1,46,15,,0,6,, +coffmdi01,1936,1,NY1,NL,42,20,1,4,0,0,0,0,0,,1,7,,0,1,,0 +cohensy01,1936,1,WS1,AL,19,8,0,0,0,0,0,0,0,0,0,0,,0,0,, +colemed01,1936,1,SLA,AL,92,137,13,40,5,4,2,34,0,0,15,17,,1,0,, +colliri02,1936,1,SLN,NL,103,277,48,81,15,3,13,48,1,,48,30,,1,1,,4 +conrobi02,1936,1,PHA,AL,1,2,0,1,0,0,0,0,0,0,0,1,,0,0,, +cookedu01,1936,1,BOS,AL,111,341,58,93,20,3,6,47,4,3,72,48,,1,0,, +coonejo01,1936,1,BRO,NL,130,507,71,143,17,5,0,30,3,,24,15,,0,10,,11 +coppohe01,1936,1,WS1,AL,6,3,0,1,1,0,0,0,0,0,0,1,,0,0,, +corbege01,1936,1,PHI,NL,6,21,1,3,0,0,0,2,0,,2,3,,0,0,,1 +coscajo01,1936,1,BSN,NL,104,367,28,90,11,2,2,44,0,,19,37,,5,9,,13 +coxbi01,1936,1,SLN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cramedo01,1936,1,BOS,AL,154,643,99,188,31,7,0,41,4,6,49,20,,5,16,, +cronijo01,1936,1,BOS,AL,81,295,36,83,22,4,2,43,1,3,32,21,,1,6,, +crosefr01,1936,1,NYA,AL,151,632,137,182,35,7,15,78,18,7,90,83,,12,6,, +crowdal01,1936,1,DET,AL,9,20,1,3,0,1,0,0,0,0,0,1,,0,1,, +cuccito01,1936,1,BSN,NL,150,565,68,174,26,3,7,86,1,,58,49,,2,16,,12 +culledi01,1936,1,PHA,AL,9,38,3,9,0,0,0,1,0,0,1,3,,0,1,, +cuyleki01,1936,1,CIN,NL,144,567,96,185,29,11,7,74,16,,47,67,,2,7,,7 +dahlgba01,1936,1,BOS,AL,16,57,6,16,3,1,1,7,2,1,7,1,,0,1,, +danniha01,1936,1,NY1,NL,32,69,3,11,2,2,0,4,0,,1,5,,1,3,,5 +daviscu01,1936,1,PHI,NL,11,26,4,4,1,0,0,2,0,,0,5,,0,0,,1 +daviscu01,1936,2,CHN,NL,24,53,6,8,1,0,0,3,0,,2,13,,0,6,,1 +daviski01,1936,1,NY1,NL,47,67,6,16,1,0,0,5,0,,6,5,,0,1,,1 +davispe01,1936,1,CIN,NL,26,43,2,7,1,0,0,3,0,,1,8,,0,1,,1 +davissp01,1936,1,SLN,NL,112,363,24,99,26,2,4,59,0,,35,34,,3,1,,12 +deanch01,1936,1,PHA,AL,111,342,41,98,21,3,1,48,3,2,24,24,,2,7,, +deandi01,1936,1,SLN,NL,51,121,7,27,6,1,0,15,0,,0,27,,0,3,,3 +deanpa01,1936,1,SLN,NL,17,34,0,2,0,0,0,1,0,,0,2,,0,3,,1 +demarfr02,1936,1,CHN,NL,154,605,93,212,34,3,16,96,4,,49,30,,1,17,,20 +derripa01,1936,1,CIN,NL,51,90,7,18,2,0,0,7,0,,2,15,,0,7,,0 +deshoji01,1936,1,WS1,AL,35,79,15,15,1,1,0,9,1,0,10,8,,0,8,, +dickebi01,1936,1,NYA,AL,112,423,99,153,26,8,22,107,0,2,46,16,,3,0,, +dickege02,1936,1,BOS,AL,10,23,0,1,1,0,0,0,0,0,2,3,,0,0,, +dickmem01,1936,1,BOS,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dicksjo01,1936,1,PIT,NL,9,9,2,2,0,0,0,1,0,,1,2,,0,0,,0 +dietrbi01,1936,1,PHA,AL,21,27,3,3,0,0,0,2,0,0,2,9,,0,1,, +dietrbi01,1936,2,WS1,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dietrbi01,1936,3,CHA,AL,14,30,3,8,0,0,0,5,0,0,1,8,,0,2,, +dimagjo01,1936,1,NYA,AL,138,637,132,206,44,15,29,125,4,0,24,39,,4,3,, +dollar01,1936,1,BSN,NL,1,2,0,0,0,0,0,0,0,,0,2,,0,0,,0 +doyleca01,1936,1,PHA,AL,8,15,2,4,0,1,0,3,0,0,1,8,,0,0,, +durocle01,1936,1,SLN,NL,136,510,57,146,22,3,1,58,3,,29,47,,2,8,,18 +dykesji01,1936,1,CHA,AL,127,435,62,116,16,3,7,60,1,3,61,36,,4,11,, +earnsge01,1936,1,BRO,NL,19,33,4,8,2,0,0,2,0,,0,5,,0,1,,1 +earnsge01,1936,2,SLN,NL,20,18,0,4,0,0,0,4,0,,0,3,,0,0,,1 +eckhaox01,1936,1,BRO,NL,16,44,5,8,1,0,1,6,0,,5,2,,0,0,,0 +eisenha01,1936,1,BRO,NL,5,3,0,1,0,0,0,0,0,,1,1,,0,0,,0 +englich01,1936,1,NY1,NL,6,1,0,0,0,0,0,0,0,,0,0,,0,0,,0 +engligi01,1936,1,DET,AL,1,1,0,0,0,0,0,0,0,0,0,1,,0,0,, +engliwo01,1936,1,CHN,NL,64,182,33,45,9,0,0,20,1,,40,28,,4,6,,3 +estalbo01,1936,1,WS1,AL,13,9,2,2,0,2,0,0,0,0,4,5,,0,0,, +evansre01,1936,1,CHA,AL,18,15,1,2,0,0,0,1,0,0,0,3,,0,0,, +fellebo01,1936,1,CLE,AL,14,22,2,3,0,0,0,0,0,0,0,10,,0,1,, +ferreri01,1936,1,BOS,AL,121,410,59,128,27,5,8,55,0,1,65,17,,0,5,, +ferrewe01,1936,1,BOS,AL,61,135,20,36,6,1,5,24,0,0,14,10,,0,5,, +finkhe01,1936,1,PHA,AL,34,64,1,8,1,0,0,4,0,0,2,16,,1,0,, +finneha02,1936,1,PIT,NL,21,35,3,0,0,0,0,3,0,,0,8,,0,0,,0 +finnelo01,1936,1,PHA,AL,151,653,100,197,26,10,1,41,7,9,47,22,,3,0,, +fitzsfr01,1936,1,NY1,NL,28,47,4,7,1,0,0,0,0,,0,8,,1,5,,1 +flythst01,1936,1,PHA,AL,17,15,4,4,0,0,0,0,0,0,1,6,,0,0,, +fordbi01,1936,1,BSN,NL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,,0 +fordge02,1936,1,BSN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +foxpe01,1936,1,DET,AL,73,220,46,67,12,1,4,26,1,3,34,23,,3,10,, +foxxji01,1936,1,BOS,AL,155,585,130,198,32,8,41,143,13,4,105,119,,1,2,, +frankfr02,1936,1,BRO,NL,42,91,9,13,3,0,0,7,0,,2,6,,0,1,,3 +freitto01,1936,1,CIN,NL,4,2,0,0,0,0,0,0,0,,0,0,,0,0,,0 +frencla01,1936,1,CHN,NL,43,85,5,18,2,0,0,5,0,,4,12,,0,10,,1 +freybe01,1936,1,CIN,NL,32,44,4,11,1,0,0,3,0,,3,8,,0,2,,0 +freylo01,1936,1,BRO,NL,148,524,63,146,29,4,4,60,7,,71,56,,4,8,,13 +friscfr01,1936,1,SLN,NL,93,303,40,83,10,0,1,26,2,,36,10,,1,8,,9 +fullich01,1936,1,SLN,NL,47,89,15,25,6,1,0,6,0,,7,11,,0,0,,0 +gablefr01,1936,1,NY1,NL,43,48,3,10,3,1,0,9,0,,3,15,,0,6,,3 +gaffkfa01,1936,1,BOS,AL,15,55,5,7,2,0,1,3,0,0,4,5,,1,1,, +galanau01,1936,1,CHN,NL,145,575,74,152,26,4,8,81,16,,67,50,,3,4,,9 +galatmi01,1936,1,CLE,AL,49,97,12,23,4,1,0,6,1,2,13,8,,1,1,, +galehde01,1936,1,CLE,AL,36,47,2,8,1,0,0,1,0,0,6,13,,0,1,, +garibar01,1936,1,SLN,NL,71,232,30,64,12,0,1,20,3,,16,30,,0,6,,4 +gautrsi01,1936,1,BRO,NL,75,71,8,19,3,0,0,16,0,,9,7,,1,0,,1 +gehrich01,1936,1,DET,AL,154,641,144,227,60,12,15,116,4,1,83,13,,4,3,, +gehrilo01,1936,1,NYA,AL,155,579,167,205,37,7,49,152,3,4,130,46,,7,3,, +gelbech01,1936,1,SLN,NL,93,280,33,64,15,2,3,27,2,,25,26,,0,2,,13 +georggr01,1936,1,CLE,AL,23,77,3,15,3,0,0,5,0,0,9,16,,0,0,, +geragbe01,1936,1,BRO,NL,51,129,11,25,4,0,0,9,4,,8,16,,0,1,,5 +gilljo01,1936,1,CHN,NL,71,174,20,44,8,0,7,28,0,,13,19,,1,1,,2 +giulito01,1936,1,SLA,AL,71,198,17,43,3,0,0,13,0,0,11,13,,0,2,, +gleesji01,1936,1,CLE,AL,41,139,26,36,9,2,4,12,2,1,18,17,,0,1,, +glennjo02,1936,1,NYA,AL,44,129,21,35,7,0,1,20,1,1,20,10,,1,0,, +gomezch01,1936,1,PHI,NL,108,332,24,77,4,1,0,28,0,,14,32,,1,13,,8 +gomezle01,1936,1,NYA,AL,31,69,1,10,1,0,0,5,0,0,3,23,,0,8,, +goodmiv01,1936,1,CIN,NL,136,489,81,139,15,14,17,71,6,,38,53,,9,9,,12 +gosligo01,1936,1,DET,AL,147,572,122,180,33,8,24,125,14,4,85,50,,0,3,, +graceea01,1936,1,PHI,NL,86,221,24,55,11,0,4,32,0,,34,20,,1,1,,4 +greenha01,1936,1,DET,AL,12,46,10,16,6,2,1,16,1,0,9,6,,0,0,, +grimmch01,1936,1,CHN,NL,39,132,13,33,4,0,1,16,0,,5,8,,0,2,,5 +grissle01,1936,1,CIN,NL,6,9,2,0,0,0,0,0,1,,1,3,,0,0,,1 +grovele01,1936,1,BOS,AL,35,80,5,11,4,0,0,5,0,0,6,34,,1,12,, +grubefr01,1936,1,CHA,AL,33,93,6,15,2,1,0,11,1,0,9,15,,0,3,, +gumbeha01,1936,1,NY1,NL,39,44,5,11,2,0,0,6,0,,3,12,,0,0,,0 +gumpera01,1936,1,PHA,AL,22,22,1,6,0,0,0,1,0,0,0,8,,0,0,, +guttedo01,1936,1,SLN,NL,23,91,13,29,3,4,3,16,3,,1,14,,0,1,,1 +haasmu01,1936,1,CHA,AL,119,408,75,116,26,2,0,46,1,1,64,29,,1,23,, +hackst01,1936,1,CHN,NL,149,561,102,167,27,4,6,78,17,,89,39,,2,14,,14 +hadlebu01,1936,1,NYA,AL,31,68,14,16,2,0,0,1,0,0,3,12,,0,4,, +hafeybu01,1936,1,PIT,NL,39,118,19,25,6,1,4,13,0,,10,27,,0,0,,4 +haineje01,1936,1,SLN,NL,25,30,3,5,0,0,0,4,0,,2,7,,0,5,,0 +haleod01,1936,1,CLE,AL,153,620,126,196,50,13,14,87,8,5,64,43,,0,9,, +hallabi01,1936,1,SLN,NL,9,9,2,5,3,0,0,1,0,,0,2,,0,3,,0 +hallabi01,1936,2,CIN,NL,23,47,3,9,1,0,1,2,0,,2,15,,0,1,,2 +handlle01,1936,1,CIN,NL,24,78,10,24,1,0,2,8,3,,7,16,,0,1,,2 +hardeme01,1936,1,CLE,AL,36,80,3,11,4,0,0,3,0,0,0,19,,1,6,, +harrihe01,1936,1,PHI,NL,4,1,0,0,0,0,0,0,0,,0,0,,0,0,,0 +hartnga01,1936,1,CHN,NL,121,424,49,130,25,6,7,64,0,,30,36,,6,8,,12 +haslimi01,1936,1,PHI,NL,16,64,6,22,1,1,0,6,0,,3,5,,0,3,,2 +haslimi01,1936,2,BSN,NL,36,104,14,29,1,2,2,11,0,,5,9,,0,0,,5 +hassebu01,1936,1,BRO,NL,156,635,79,197,29,11,3,82,5,,35,17,,4,9,,9 +hayesfr01,1936,1,PHA,AL,144,505,59,137,25,2,10,67,3,5,46,58,,2,2,, +hayesja02,1936,1,CHA,AL,108,417,53,130,34,3,5,84,4,2,35,25,,1,8,, +haywora01,1936,1,DET,AL,81,250,31,60,10,0,1,30,0,0,39,18,,2,6,, +heathje01,1936,1,CLE,AL,12,41,6,14,3,3,1,8,1,0,3,4,,0,0,, +heffndo01,1936,1,NYA,AL,19,48,7,11,2,1,0,6,0,0,6,5,,0,1,, +hemslro01,1936,1,SLA,AL,116,377,43,99,24,2,2,39,2,3,46,30,,0,4,, +henryji01,1936,1,BOS,AL,22,26,3,3,0,1,0,1,0,0,2,8,,0,0,, +henshro01,1936,1,CHN,NL,39,44,3,6,1,0,0,1,0,,1,7,,0,2,,1 +hermaba01,1936,1,CIN,NL,119,380,59,106,25,2,13,71,4,,39,36,,1,1,,11 +hermabi01,1936,1,CHN,NL,153,632,101,211,57,7,5,93,5,,59,30,,1,17,,16 +heussed01,1936,1,SLN,NL,42,26,4,7,0,1,1,4,0,,3,12,,0,0,,0 +higgipi01,1936,1,PHA,AL,146,550,89,159,32,2,12,80,7,4,67,61,,0,3,, +hilchwh01,1936,1,CIN,NL,14,8,0,0,0,0,0,0,0,,0,1,,0,0,,0 +hildeor01,1936,1,CLE,AL,36,63,7,12,2,0,0,8,0,0,6,7,,0,2,, +hillje01,1936,1,WS1,AL,85,233,50,71,19,5,0,34,11,0,29,23,,1,2,, +hoagmy01,1936,1,NYA,AL,45,156,23,47,9,4,3,34,3,1,7,16,,3,3,, +hogansh01,1936,1,WS1,AL,19,65,8,21,4,0,1,7,0,1,11,2,,0,0,, +hogsech01,1936,1,DET,AL,3,0,0,0,0,0,0,0,0,0,1,0,,0,0,, +hogsech01,1936,2,SLA,AL,43,70,7,10,2,0,0,2,0,0,6,19,,1,2,, +holdejo01,1936,1,PHI,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,,0 +hollial01,1936,1,CIN,NL,34,73,17,23,2,0,1,11,0,,5,8,,0,1,,3 +hornsro01,1936,1,SLA,AL,2,5,1,2,0,0,0,2,0,0,1,0,,0,0,, +hoytwa01,1936,1,PIT,NL,22,39,4,6,1,0,0,1,0,,3,6,,0,2,,0 +hubbeca01,1936,1,NY1,NL,42,110,9,25,1,0,0,8,0,,3,14,,0,10,,1 +hudliwi01,1936,1,CLE,AL,27,18,2,2,1,0,0,1,0,0,2,4,,0,0,, +hudsojo01,1936,1,BRO,NL,6,12,1,2,0,0,0,0,0,,2,1,,0,1,,0 +hughero01,1936,1,CLE,AL,152,638,112,188,35,9,0,63,20,9,57,40,,4,9,, +jackstr01,1936,1,NY1,NL,126,465,41,107,8,1,7,53,0,,18,56,,1,12,,9 +jakucsi01,1936,1,SLA,AL,7,6,0,0,0,0,0,0,0,0,0,3,,0,0,, +jeffcge01,1936,1,BRO,NL,40,23,3,3,0,0,0,0,0,,1,8,,0,1,,0 +jensewo01,1936,1,PIT,NL,153,696,98,197,34,10,10,58,2,,16,19,,6,13,,14 +johnsbo01,1936,1,PHA,AL,153,566,91,165,29,14,25,121,6,6,88,71,,2,1,, +johnsha01,1936,1,PHA,AL,3,4,0,1,0,0,0,0,0,0,0,0,,0,1,, +johnsro02,1936,1,NYA,AL,63,147,21,39,8,2,1,19,3,1,21,14,,1,1,, +johnssi01,1936,1,CIN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnssi01,1936,2,SLN,NL,12,21,1,4,1,0,0,2,0,,0,8,,0,1,,0 +johnssy01,1936,1,PHI,NL,39,36,1,9,1,0,0,3,0,,0,7,,0,0,,1 +joosted01,1936,1,CIN,NL,13,26,1,4,1,0,0,1,0,,2,5,,0,2,,0 +jordabu01,1936,1,BSN,NL,138,555,81,179,27,5,3,66,2,,45,22,,2,8,,20 +jordaji01,1936,1,BRO,NL,115,398,26,93,15,1,2,28,1,,15,21,,0,6,,5 +jorgear01,1936,1,NYA,AL,31,66,5,18,3,1,0,5,0,0,2,3,,0,1,, +jorgeor01,1936,1,PHI,NL,39,60,6,12,2,0,0,4,0,,2,11,,0,2,,2 +jurgebi01,1936,1,CHN,NL,118,429,51,120,25,1,1,42,4,,23,25,,3,4,,16 +kampoal01,1936,1,CIN,NL,122,355,43,85,10,4,5,46,3,,24,46,,1,8,,7 +kardopa01,1936,1,CLE,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kelleha01,1936,1,PHA,AL,36,91,5,18,4,0,0,9,0,0,1,5,,0,7,, +kelleha02,1936,1,PHI,NL,14,12,1,2,1,0,0,0,0,,0,4,,0,0,,0 +kenneve01,1936,1,CHA,AL,36,113,12,32,8,0,0,11,0,0,1,13,,0,6,, +kimbeha01,1936,1,SLA,AL,13,1,0,0,0,0,0,0,0,0,0,0,,0,0,, +kimsech01,1936,1,DET,AL,22,16,3,5,1,1,0,1,0,0,1,5,,0,0,, +kingly01,1936,1,SLN,NL,78,100,12,19,2,1,0,10,2,,9,14,,0,4,,3 +kleinch01,1936,1,CHN,NL,29,109,19,32,5,0,5,18,0,,16,14,,0,1,,2 +kleinch01,1936,2,PHI,NL,117,492,83,152,30,7,20,86,6,,33,45,,0,5,,6 +kleinte01,1936,1,NYA,AL,19,6,1,1,0,0,0,1,0,0,0,2,,0,0,, +knickbi01,1936,1,CLE,AL,155,618,81,182,35,3,8,73,5,14,56,30,,1,11,, +knottja01,1936,1,SLA,AL,47,57,6,4,0,0,0,3,0,0,4,26,,0,8,, +koenima01,1936,1,NY1,NL,42,58,7,16,4,0,1,7,0,,8,4,,1,1,,0 +kowalfa01,1936,1,CHN,NL,6,5,1,0,0,0,0,0,0,,0,0,,0,0,,0 +kowalfa01,1936,2,PHI,NL,42,57,2,13,1,0,0,7,0,,2,8,,0,1,,3 +kowalfa01,1936,3,BSN,NL,2,5,0,2,0,0,0,1,0,,0,1,,0,0,,0 +kreevmi01,1936,1,CHA,AL,137,550,99,169,32,11,5,69,10,5,61,46,,2,15,, +kressre01,1936,1,WS1,AL,109,391,51,111,20,6,8,51,6,0,39,25,,0,4,, +kronejo01,1936,1,BOS,AL,84,298,40,87,17,8,4,62,2,3,26,24,,0,4,, +kuheljo01,1936,1,WS1,AL,149,588,107,189,42,8,16,118,15,7,64,30,,4,3,, +lannijo01,1936,1,BSN,NL,28,52,1,7,0,0,1,2,0,,1,11,,0,2,,3 +larsesw01,1936,1,BSN,NL,3,1,0,0,0,0,0,0,0,,0,0,,0,0,,0 +laryly01,1936,1,SLA,AL,155,619,112,179,30,6,2,52,37,9,117,54,,2,7,, +lavagco01,1936,1,PIT,NL,60,197,21,48,15,2,2,26,0,,15,13,,1,0,,4 +lawsoro01,1936,1,DET,AL,41,45,2,10,0,1,0,5,0,0,2,6,,0,0,, +lazzeto01,1936,1,NYA,AL,150,537,82,154,29,6,14,109,8,5,97,65,,1,3,, +leebi02,1936,1,CHN,NL,43,87,5,12,0,1,1,3,0,,2,14,,1,9,,0 +leeha01,1936,1,BSN,NL,152,565,46,143,24,7,3,64,4,,52,50,,2,7,,23 +leeth01,1936,1,CLE,AL,43,41,3,5,0,0,0,1,0,0,3,12,,0,0,, +leibeha01,1936,1,NY1,NL,101,337,44,94,19,7,9,67,1,,37,41,,1,9,,5 +leonadu02,1936,1,BRO,NL,16,5,1,2,0,0,0,0,0,,0,1,,0,1,,0 +leslisa01,1936,1,NY1,NL,117,417,49,123,19,5,6,54,0,,23,16,,2,6,,15 +lewisbi01,1936,1,BSN,NL,29,62,11,19,2,0,0,3,0,,12,7,,0,0,,0 +lewisbu01,1936,1,WS1,AL,143,601,100,175,21,13,6,67,6,6,47,46,,4,5,, +liebedu01,1936,1,PHA,AL,3,3,1,0,0,0,0,0,0,0,0,1,,0,0,, +liebhgl02,1936,1,SLA,AL,24,11,0,0,0,0,0,0,0,0,0,3,,0,0,, +lillage01,1936,1,CHN,NL,19,34,6,7,1,0,0,2,0,,3,8,,0,0,,3 +lindsfr01,1936,1,BRO,NL,26,106,12,28,4,0,0,10,1,,5,7,,0,3,,4 +linkeed01,1936,1,WS1,AL,13,15,3,6,2,0,1,4,0,0,4,2,,0,0,, +lisenho01,1936,1,PHA,AL,19,25,3,3,0,0,0,2,0,0,3,14,,0,2,, +lombaer01,1936,1,CIN,NL,121,387,42,129,23,2,12,68,1,,19,16,,7,0,,15 +lopezal01,1936,1,BSN,NL,128,426,46,103,12,5,7,50,1,,41,41,,2,1,,15 +lubyha01,1936,1,PHA,AL,9,38,3,7,1,0,0,3,2,0,0,7,,1,0,, +lucasre01,1936,1,PIT,NL,69,108,11,26,4,1,0,14,0,,8,17,,0,3,,5 +lyonste01,1936,1,CHA,AL,26,70,2,11,0,0,0,5,0,0,5,12,,0,1,, +macfada01,1936,1,BSN,NL,37,83,7,8,1,0,0,0,0,,6,33,,0,8,,2 +mahafro01,1936,1,SLA,AL,21,16,0,1,1,0,0,0,0,0,1,7,,0,0,, +mailhem01,1936,1,PHA,AL,21,18,5,1,0,0,0,0,0,0,5,3,,0,0,, +malonpa02,1936,1,NYA,AL,35,51,4,10,1,0,0,7,0,0,1,10,,0,2,, +mancugu01,1936,1,NY1,NL,139,519,55,156,21,3,9,63,0,,39,28,,1,5,,16 +manushe01,1936,1,BOS,AL,82,313,43,91,15,5,0,45,1,3,17,11,,1,3,, +marbefi01,1936,1,NY1,NL,1,1,0,0,0,0,0,0,0,,0,1,,0,0,,0 +marbefi01,1936,2,WS1,AL,5,2,0,0,0,0,0,0,0,0,0,1,,0,1,, +marcujo01,1936,1,BOS,AL,48,88,6,18,3,0,2,7,0,0,3,5,,0,3,, +martijo03,1936,1,NY1,NL,7,15,0,4,1,0,0,2,0,,0,4,,1,1,,1 +martipe01,1936,1,SLN,NL,143,572,121,177,36,11,11,76,23,,58,66,,0,4,,11 +martist01,1936,1,SLN,NL,92,332,63,99,21,4,6,41,17,,29,27,,1,4,,8 +matuzha01,1936,1,PHA,AL,6,3,0,0,0,0,0,0,0,0,0,2,,0,1,, +mayoed01,1936,1,NY1,NL,46,141,11,28,4,1,1,8,0,,11,12,,0,0,,3 +mccarjo03,1936,1,NY1,NL,4,16,1,7,0,0,1,2,1,,0,1,,0,0,,1 +mccloji01,1936,1,BSN,NL,4,1,0,0,0,0,0,0,0,,0,0,,0,0,,0 +mcgeebi01,1936,1,SLN,NL,7,4,1,1,0,0,0,0,0,,0,0,,0,0,,0 +mcnaier01,1936,1,BOS,AL,128,494,68,141,36,2,4,74,3,3,27,34,,5,10,, +mcquige02,1936,1,CIN,NL,38,134,5,27,3,4,0,13,0,,10,22,,1,1,,1 +medwijo01,1936,1,SLN,NL,155,636,115,223,64,13,18,138,3,,34,33,,4,3,,14 +melilsk01,1936,1,BOS,AL,98,327,39,74,12,4,0,32,0,0,28,16,,0,12,, +meolami01,1936,1,SLA,AL,9,2,0,1,1,0,0,0,0,0,0,0,,0,0,, +meolami01,1936,2,BOS,AL,6,7,0,1,0,0,0,0,0,0,0,2,,0,0,, +mihaljo01,1936,1,WS1,AL,25,88,15,21,2,1,0,8,2,1,14,14,,0,2,, +milesde01,1936,1,WS1,AL,25,59,8,14,1,2,0,7,0,1,1,5,,0,0,, +millebi02,1936,1,BOS,AL,30,47,9,14,2,1,1,6,0,0,5,5,,1,2,, +milleed03,1936,1,CIN,NL,5,10,0,1,0,0,0,0,0,,1,1,,0,0,,0 +milliwa01,1936,1,WS1,AL,74,215,26,67,10,2,0,25,1,0,11,8,,0,3,, +milnaal01,1936,1,CLE,AL,4,10,1,3,0,0,0,0,0,0,0,5,,0,0,, +mizejo01,1936,1,SLN,NL,126,414,76,136,30,8,19,93,1,,50,32,,1,4,,4 +moorede01,1936,1,CIN,NL,6,10,4,4,2,1,0,1,0,,0,3,,0,0,,0 +mooreeu01,1936,1,PHI,NL,20,18,3,4,0,0,0,1,0,,1,0,,0,0,,1 +moorege03,1936,1,BSN,NL,151,637,91,185,38,12,13,67,6,,40,80,,3,11,,5 +moorejo01,1936,1,PHI,NL,124,472,85,155,24,3,16,68,1,,26,22,,1,6,,13 +moorejo02,1936,1,NY1,NL,152,649,110,205,29,9,7,63,2,,37,27,,6,3,,3 +moorera01,1936,1,BRO,NL,42,88,4,21,3,0,0,14,0,,8,1,,0,0,,3 +moorete01,1936,1,SLN,NL,143,590,85,156,39,4,5,47,9,,37,52,,1,2,,6 +moorewh01,1936,1,CIN,NL,1,2,0,0,0,0,0,0,0,,0,0,,0,1,,0 +mootyja01,1936,1,CIN,NL,8,1,0,0,0,0,0,0,0,,0,0,,0,0,,0 +morgaed02,1936,1,SLN,NL,8,18,4,5,0,0,1,3,0,,2,4,,0,0,,0 +moriaed01,1936,1,BSN,NL,6,6,1,1,0,0,0,0,0,,0,1,,0,0,,0 +morrijo05,1936,1,CHA,AL,17,38,3,7,1,0,0,6,0,0,2,3,,0,1,, +moseswa01,1936,1,PHA,AL,146,585,98,202,35,11,7,66,12,6,62,32,,2,6,, +mossch01,1936,1,PHA,AL,33,44,2,11,1,1,0,10,1,0,6,5,,0,1,, +muellra01,1936,1,BSN,NL,24,71,5,14,4,0,0,5,0,,5,17,,0,1,,0 +mulcahu01,1936,1,PHI,NL,3,8,0,2,0,0,0,1,0,,1,0,,0,1,,0 +mungova01,1936,1,BRO,NL,50,123,11,22,2,0,0,11,0,,1,26,,0,4,,4 +munnsle01,1936,1,SLN,NL,8,9,1,1,0,0,0,0,0,,0,2,,0,0,,0 +murphjo04,1936,1,NYA,AL,27,36,4,13,1,0,0,7,0,0,1,4,,0,0,, +murraam01,1936,1,BSN,NL,4,4,0,1,0,0,0,0,0,,0,0,,0,0,,0 +myattgl01,1936,1,DET,AL,27,78,5,17,1,0,0,5,0,0,9,4,,0,2,, +myerbu01,1936,1,WS1,AL,51,156,31,42,5,2,0,15,7,2,42,11,,1,2,, +myersbi01,1936,1,CIN,NL,98,323,45,87,9,6,6,27,6,,28,56,,0,8,,5 +naktepe01,1936,1,PHA,AL,7,5,0,1,0,0,0,0,0,0,0,0,,0,0,, +nelsoem01,1936,1,CIN,NL,6,6,0,1,0,0,0,0,0,,0,4,,0,0,,0 +newsobo01,1936,1,WS1,AL,44,108,11,23,2,0,0,11,0,0,3,23,,0,4,, +newsosk01,1936,1,PHA,AL,127,471,41,106,15,2,0,46,13,4,25,27,,1,11,, +nichobi01,1936,1,PHA,AL,11,12,2,0,0,0,0,0,0,0,0,5,,0,0,, +niemial01,1936,1,PHA,AL,69,203,22,40,3,2,1,20,2,2,26,16,,1,5,, +norrile01,1936,1,PHI,NL,154,581,64,154,27,4,11,76,4,,39,79,,3,21,,18 +odeake01,1936,1,CHN,NL,80,189,36,58,10,3,2,38,0,,38,18,,0,3,,6 +oglesji01,1936,1,PHA,AL,3,11,0,2,0,0,0,2,0,0,2,0,,0,0,, +ogrodbr01,1936,1,SLN,NL,94,237,28,54,15,1,1,20,0,,10,20,,0,2,,9 +olsonte01,1936,1,BOS,AL,5,7,0,1,1,0,0,0,0,0,0,2,,0,0,, +osborwa01,1936,1,BSN,NL,5,8,1,2,0,0,0,0,0,,0,3,,0,0,,0 +osterfr01,1936,1,BOS,AL,43,64,3,15,2,1,0,7,0,0,0,10,,0,4,, +ottme01,1936,1,NY1,NL,150,534,120,175,28,6,33,135,6,,111,41,,5,10,,8 +owenma01,1936,1,DET,AL,154,583,72,172,20,4,9,105,9,6,53,41,,7,12,, +paddeto01,1936,1,PIT,NL,88,281,22,70,9,2,1,31,0,,22,41,,0,8,,7 +parkesa01,1936,1,DET,AL,11,25,6,7,2,0,0,4,0,2,2,3,,0,1,, +parmero01,1936,1,SLN,NL,37,76,3,15,2,1,0,5,0,,2,19,,0,2,,2 +passecl01,1936,1,PHI,NL,50,78,8,22,3,0,2,7,0,,2,29,,0,2,,2 +pearsmo01,1936,1,NYA,AL,33,91,12,23,4,0,1,20,0,0,8,13,,0,6,, +peersja01,1936,1,PHA,AL,8,34,7,11,1,1,0,5,0,1,0,3,,0,0,, +peppera01,1936,1,SLA,AL,75,124,13,35,5,0,2,23,0,2,5,23,,0,1,, +peterru02,1936,1,PHA,AL,45,119,12,26,3,2,3,16,1,1,4,28,,0,0,, +pezzupr01,1936,1,PHI,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +phebubi01,1936,1,WS1,AL,2,1,0,0,0,0,0,0,0,0,1,1,,0,0,, +phelpba01,1936,1,BRO,NL,115,319,36,117,23,2,5,57,1,,27,18,,3,0,,6 +phelpra01,1936,1,CHA,AL,15,26,3,6,2,0,0,4,0,0,1,6,,0,0,, +phillre01,1936,1,DET,AL,22,33,3,10,1,0,0,1,0,0,1,4,,0,0,, +pietto01,1936,1,CHA,AL,109,352,69,96,15,2,7,42,15,5,66,48,,9,5,, +pilnean01,1936,1,BSN,NL,3,2,0,0,0,0,0,0,0,,0,1,,0,0,,0 +pippeco01,1936,1,SLN,NL,6,6,0,1,1,0,0,0,0,,0,0,,0,0,,0 +poindje01,1936,1,BOS,AL,3,4,0,0,0,0,0,0,0,0,0,0,,0,0,, +pottene01,1936,1,SLN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +powelja03,1936,1,WS1,AL,53,210,40,62,11,5,1,30,10,4,18,21,,2,1,, +powelja03,1936,2,NYA,AL,87,328,62,99,13,3,7,48,16,7,33,30,,0,3,, +puccige01,1936,1,PHA,AL,135,457,83,127,30,3,11,78,2,3,65,70,,1,1,, +pytlafr01,1936,1,CLE,AL,75,224,35,72,15,4,0,31,5,2,24,11,,3,4,, +radclri01,1936,1,CHA,AL,138,618,120,207,31,7,8,82,6,3,44,12,,2,1,, +radtkja01,1936,1,BRO,NL,33,31,8,3,0,0,0,2,3,,4,9,,0,0,,0 +reibefr01,1936,1,DET,AL,20,55,7,15,2,0,1,5,0,1,5,7,,0,1,, +reisbo01,1936,1,BSN,NL,37,60,3,13,2,0,0,5,0,,3,6,,0,0,,0 +reynoca01,1936,1,WS1,AL,89,293,41,81,18,2,4,41,8,4,21,22,,2,2,, +rhemfl01,1936,1,SLN,NL,10,8,1,1,1,0,0,2,0,,0,2,,0,0,,0 +rhodego01,1936,1,PHA,AL,35,75,4,16,0,0,0,7,0,0,0,27,,0,2,, +riggsle01,1936,1,CIN,NL,141,538,69,138,20,12,6,57,5,,38,33,,7,5,,13 +ripplji01,1936,1,NY1,NL,96,311,42,95,17,2,7,47,1,,28,15,,1,5,,6 +rockle01,1936,1,CHA,AL,2,1,0,0,0,0,0,1,0,0,0,0,,0,0,, +rogelbi01,1936,1,DET,AL,146,585,85,160,27,5,6,68,14,10,73,41,,3,6,, +rolfere01,1936,1,NYA,AL,135,568,116,181,39,15,10,70,3,0,68,38,,0,10,, +rootch01,1936,1,CHN,NL,33,15,1,5,0,0,0,0,0,,2,4,,0,0,,1 +rosenla01,1936,1,CHA,AL,85,317,71,89,15,8,3,46,2,0,59,37,,0,5,, +rossbu02,1936,1,PHA,AL,30,71,4,12,4,0,0,4,0,0,2,30,,1,4,, +rowesc01,1936,1,DET,AL,45,90,16,23,2,1,1,12,0,0,13,15,,1,2,, +ruffire01,1936,1,NYA,AL,53,127,14,37,5,0,5,22,0,0,11,12,,0,2,, +russeja01,1936,1,WS1,AL,18,15,2,0,0,0,0,0,0,0,1,6,,0,1,, +russeja01,1936,2,BOS,AL,23,7,1,2,1,0,0,0,0,0,0,2,,0,0,, +rybami01,1936,1,SLN,NL,18,18,2,3,0,0,0,3,0,,1,7,,0,1,,0 +saboal01,1936,1,WS1,AL,4,8,1,3,0,0,0,1,0,0,0,2,,0,0,, +saltzja01,1936,1,NYA,AL,34,90,14,19,5,0,1,13,0,0,13,18,,0,2,, +scarsle01,1936,1,CIN,NL,115,485,63,152,21,9,3,65,6,,14,36,,2,1,,10 +schotge01,1936,1,CIN,NL,39,60,10,18,3,1,1,8,0,,5,18,,0,1,,0 +schubhe01,1936,1,SLN,NL,2,0,0,0,0,0,0,0,0,,0,0,,0,0,,0 +schulfr02,1936,1,PIT,NL,74,238,28,62,7,3,1,17,1,,20,20,,1,0,,4 +schumha02,1936,1,NY1,NL,46,74,9,16,3,0,1,10,0,,3,18,,0,0,,2 +scofflo01,1936,1,SLN,NL,4,7,2,3,0,0,0,2,0,,1,2,,0,0,,0 +seedsbo01,1936,1,NYA,AL,13,42,12,11,1,0,4,10,3,1,5,3,,0,0,, +selkige01,1936,1,NYA,AL,137,493,93,152,28,9,18,107,13,7,94,60,,1,4,, +sewellu01,1936,1,CHA,AL,128,451,59,113,20,5,5,73,11,2,54,16,,1,3,, +sheame01,1936,1,CHA,AL,14,24,3,3,0,0,0,2,0,0,6,5,,0,1,, +sheehji01,1936,1,NY1,NL,1,4,0,0,0,0,0,0,0,,0,2,,0,0,,0 +sheerch01,1936,1,PHI,NL,39,72,4,19,4,0,0,4,0,,7,18,,0,1,,2 +shorebi01,1936,1,CHA,AL,9,5,0,1,0,0,0,2,0,0,0,3,,0,0,, +shouncl01,1936,1,CHN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +siebedi01,1936,1,BRO,NL,2,2,0,0,0,0,0,0,0,,0,0,,0,0,,1 +simmoal01,1936,1,DET,AL,143,568,96,186,38,6,13,112,6,4,49,35,,2,1,, +singtfr01,1936,1,WS1,AL,25,94,13,30,8,0,1,28,0,0,15,9,,0,0,, +sivespe01,1936,1,PHI,NL,17,25,2,3,0,0,0,0,0,,0,7,,0,0,,1 +smithal03,1936,1,NY1,NL,43,73,11,10,1,0,0,8,0,,7,18,,2,4,,2 +smithbo02,1936,1,BSN,NL,35,45,1,10,2,0,0,4,0,,0,4,,0,2,,1 +smithed04,1936,1,PHA,AL,2,8,0,1,0,0,0,0,0,0,0,2,,0,0,, +soltemo01,1936,1,SLA,AL,152,628,100,183,45,7,17,134,3,0,41,76,,1,6,, +sorrevi01,1936,1,DET,AL,30,39,1,6,2,0,0,1,0,0,7,13,,0,4,, +spencro01,1936,1,NY1,NL,19,18,3,5,1,0,0,3,0,,2,3,,0,1,,0 +sperrst01,1936,1,PHI,NL,20,37,2,5,3,0,0,4,0,,3,5,,0,1,,1 +staintu01,1936,1,CHN,NL,44,75,13,13,3,0,1,5,1,,6,14,,0,1,,1 +starrbi01,1936,1,WS1,AL,1,0,0,0,0,0,0,0,0,0,0,0,,0,0,, +stephwa01,1936,1,CHN,NL,6,12,0,1,0,0,0,1,0,,0,5,,0,0,,1 +stinele01,1936,1,CIN,NL,40,27,4,8,2,0,0,4,0,,4,5,,0,2,,1 +stonejo01,1936,1,WS1,AL,123,437,95,149,22,11,15,90,8,0,60,26,,0,3,, +stratmo01,1936,1,CHA,AL,16,37,7,8,2,0,1,7,0,0,2,4,,0,0,, +stripjo01,1936,1,BRO,NL,110,439,51,139,31,1,1,60,2,,22,12,,1,14,,10 +stumpge01,1936,1,CHA,AL,10,22,3,6,1,0,0,5,0,0,2,1,,0,1,, +suhrgu01,1936,1,PIT,NL,156,583,111,182,33,12,11,118,8,,95,34,,2,5,,14 +suliker01,1936,1,PHI,NL,122,404,69,116,14,4,6,36,4,,40,22,,1,8,,10 +sullibi04,1936,1,CLE,AL,93,319,39,112,32,6,2,48,5,2,16,9,,0,4,, +sullijo05,1936,1,DET,AL,26,28,3,5,0,0,0,1,0,0,1,9,,0,1,, +sundrst01,1936,1,NYA,AL,1,1,0,0,0,0,0,0,0,0,0,0,,0,0,, +swiftbi01,1936,1,PIT,NL,45,105,6,31,10,0,2,15,0,,2,16,,1,1,,1 +tayloda01,1936,1,BRO,NL,43,116,12,34,6,0,2,15,2,,11,14,,1,0,,4 +tebbebi01,1936,1,DET,AL,10,33,7,10,1,2,1,4,0,0,5,3,,0,0,, +terrybi01,1936,1,NY1,NL,79,229,36,71,10,5,2,39,0,,19,19,,0,5,,7 +theveto01,1936,1,CIN,NL,106,321,25,75,7,2,0,36,2,,15,23,,0,2,,14 +thomato02,1936,1,SLA,AL,36,58,4,8,2,0,0,7,0,0,2,16,,0,7,, +thompto02,1936,1,BSN,NL,106,266,37,76,9,0,4,36,3,,31,12,,1,6,,5 +tietjle01,1936,1,CHA,AL,2,0,1,0,0,0,0,0,0,0,1,0,,0,0,, +tietjle01,1936,2,SLA,AL,16,15,3,1,0,0,0,1,0,0,1,7,,0,1,, +tisinja01,1936,1,PIT,NL,10,11,0,3,0,0,0,0,0,,0,2,,0,0,,1 +toddal01,1936,1,PIT,NL,76,267,28,73,10,5,2,28,4,,11,24,,2,0,,4 +travice01,1936,1,WS1,AL,138,517,77,164,34,10,2,92,4,4,39,21,,1,4,, +tremani01,1936,1,BRO,NL,8,32,6,8,2,0,0,1,0,,3,2,,1,0,,1 +troskha01,1936,1,CLE,AL,151,629,124,216,45,9,42,162,6,5,36,58,,3,3,, +turbege01,1936,1,PHA,AL,12,14,0,2,0,0,0,0,0,0,1,1,,0,1,, +uhlege01,1936,1,CLE,AL,24,21,1,8,1,0,1,4,0,0,2,0,,0,0,, +upchuwo01,1936,1,PHA,AL,7,7,0,1,0,0,0,0,0,0,0,2,,0,0,, +urbanbi01,1936,1,BSN,NL,122,494,55,129,17,5,0,26,2,,31,42,,4,7,,14 +vanatru01,1936,1,SLA,AL,53,29,1,5,2,0,0,1,0,0,0,8,,0,0,, +vaughar01,1936,1,PIT,NL,156,568,122,190,30,11,9,78,6,,118,21,,5,10,,7 +vergejo01,1936,1,PHI,NL,15,40,4,11,2,0,1,5,0,,3,11,,0,1,,0 +vergejo01,1936,2,SLN,NL,8,18,1,3,1,0,0,1,0,,1,3,,0,0,,0 +vosmijo01,1936,1,CLE,AL,138,506,76,145,29,7,7,94,5,1,79,21,,0,6,, +wadeja01,1936,1,DET,AL,13,29,3,5,0,0,0,1,0,0,3,11,,0,0,, +walberu01,1936,1,BOS,AL,24,32,1,5,0,0,0,3,0,0,2,3,,0,3,, +walkebi01,1936,1,SLN,NL,22,25,2,7,1,0,0,0,0,,1,7,,1,2,,1 +walkedi02,1936,1,NYA,AL,6,20,3,7,0,2,1,5,1,1,1,3,,0,0,, +walkedi02,1936,2,CHA,AL,26,70,12,19,2,0,0,11,1,0,14,6,,1,0,, +walkege02,1936,1,DET,AL,134,550,105,194,55,5,12,93,17,8,23,30,,8,8,, +walkehu01,1936,1,CIN,NL,92,258,49,71,18,1,4,23,8,,35,32,,2,1,,4 +walkuji02,1936,1,SLA,AL,5,4,0,0,0,0,0,0,0,0,0,2,,0,0,, +waltebu01,1936,1,PHI,NL,64,121,12,29,10,1,1,16,0,,7,15,,0,3,,3 +wanerll01,1936,1,PIT,NL,106,414,67,133,13,8,1,31,1,,31,5,,0,1,,8 +wanerpa01,1936,1,PIT,NL,148,585,107,218,53,9,5,94,7,,74,29,,3,4,,15 +warnelo01,1936,1,CHN,NL,40,84,9,17,1,0,1,5,0,,2,9,,2,10,,4 +warstra01,1936,1,PHA,AL,66,236,27,59,8,6,1,24,0,0,36,16,,2,17,, +warstra01,1936,2,BSN,NL,74,304,27,64,6,0,0,17,2,,22,33,,1,2,,6 +washige01,1936,1,CHA,AL,20,49,6,8,2,0,1,5,0,0,1,4,,0,0,, +watkige01,1936,1,PHI,NL,19,70,7,17,4,0,2,5,2,,5,13,,0,0,,1 +watkige01,1936,2,BRO,NL,105,364,54,93,24,6,4,43,5,,38,34,,5,0,,3 +weafeke01,1936,1,BSN,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,,0 +weathro01,1936,1,CLE,AL,84,349,64,117,28,6,8,53,3,8,16,29,,0,1,, +weaveji01,1936,1,PIT,NL,38,79,4,8,2,0,0,6,0,,4,30,,0,6,,2 +weavemo01,1936,1,WS1,AL,26,25,0,5,0,1,0,2,0,0,1,6,,1,0,, +weirro01,1936,1,BSN,NL,13,18,3,5,1,0,0,2,0,,3,3,,0,1,,0 +welchjo01,1936,1,BOS,AL,9,11,1,3,0,0,0,1,0,0,2,1,,0,0,, +welchjo01,1936,2,PIT,NL,9,7,2,2,1,0,0,0,0,,1,0,,0,0,,0 +werbebi01,1936,1,BOS,AL,145,535,89,147,29,6,10,67,23,13,89,37,,4,11,, +westsa01,1936,1,SLA,AL,152,533,78,148,26,4,7,70,2,0,94,70,,0,10,, +whitebu01,1936,1,NY1,NL,154,632,99,176,31,3,4,47,14,,29,32,,7,17,,18 +whiteea01,1936,1,WS1,AL,28,77,8,13,2,0,0,4,0,0,8,11,,0,5,, +whitejo01,1936,1,DET,AL,58,51,11,14,3,0,0,6,2,0,9,10,,0,0,, +whitejo02,1936,1,CHA,AL,34,87,6,21,1,0,0,9,0,0,5,9,,0,7,, +whitnpi01,1936,1,BSN,NL,10,40,1,7,0,0,0,5,0,,2,4,,1,0,,2 +whitnpi01,1936,2,PHI,NL,114,411,44,121,17,3,6,59,2,,37,33,,1,15,,12 +wickeke01,1936,1,NYA,AL,7,7,0,1,1,0,0,0,0,0,0,1,,0,0,, +wilshwh01,1936,1,PHA,AL,5,4,0,0,0,0,0,0,0,0,1,2,,0,0,, +wilsoed01,1936,1,BRO,NL,52,173,28,60,8,1,3,25,3,,14,25,,2,1,,1 +wilsoja01,1936,1,BOS,AL,44,50,4,11,2,0,0,5,0,0,1,5,,0,1,, +wilsoji01,1936,1,PHI,NL,85,230,25,64,12,0,1,27,5,,12,21,,0,3,,7 +winegra01,1936,1,CLE,AL,18,16,0,2,0,0,0,2,0,0,1,6,,0,0,, +winfoji01,1936,1,SLN,NL,39,59,1,5,0,0,0,1,0,,5,20,,0,0,,1 +winseto01,1936,1,BRO,NL,22,85,13,20,7,0,1,18,0,,11,14,,1,0,,2 +winstha01,1936,1,BRO,NL,14,11,1,1,1,0,0,1,0,,0,2,,0,0,,1 +wyattwh01,1936,1,CHA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +youngba01,1936,1,NY1,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,,0 +youngpe01,1936,1,PIT,NL,125,475,47,118,23,10,6,77,3,,29,52,,1,9,,9 +zachato01,1936,1,BRO,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +zachato01,1936,2,PHI,NL,8,9,0,3,1,0,0,2,0,,2,3,,0,0,,0 +zuberbi01,1936,1,CLE,AL,2,5,1,1,0,0,0,0,0,0,0,1,,0,0,, +alexahu01,1937,1,CLE,AL,7,11,0,1,0,0,0,0,1,0,0,5,,0,0,, +allenbo03,1937,1,PHI,NL,3,3,1,1,0,0,0,0,0,,0,1,,0,0,,0 +allenet01,1937,1,SLA,AL,103,320,39,101,18,1,0,31,3,4,21,17,,1,7,, +allenjo02,1937,1,CLE,AL,24,67,5,6,0,0,0,6,0,0,1,15,,0,4,, +almadme01,1937,1,BOS,AL,32,110,17,26,6,2,1,9,0,1,15,6,,0,2,, +almadme01,1937,2,WS1,AL,100,433,74,134,21,4,4,33,12,4,38,21,,0,6,, +amblewa01,1937,1,PHA,AL,56,162,3,35,5,0,0,11,1,0,13,8,,0,0,, +anderre01,1937,1,WS1,AL,2,3,0,0,0,0,0,0,0,0,0,1,,0,0,, +andreiv01,1937,1,CLE,AL,20,12,0,3,1,0,0,1,0,0,1,4,,0,1,, +andreiv01,1937,2,NYA,AL,11,15,2,1,1,0,0,0,0,0,0,4,,0,2,, +andrena01,1937,1,SLN,NL,4,0,0,0,0,0,0,0,0,,1,0,,0,0,,0 +andrubi01,1937,1,PHI,NL,3,2,0,0,0,0,0,0,0,,0,2,,0,0,,0 +applepe01,1937,1,WS1,AL,35,59,3,11,0,1,0,7,0,0,0,12,,0,1,, +applilu01,1937,1,CHA,AL,154,574,98,182,42,8,4,77,18,10,86,28,,1,4,, +archefr01,1937,1,PHA,AL,1,0,0,0,0,0,0,0,0,0,1,0,,0,0,, +arnovmo01,1937,1,PHI,NL,117,410,60,119,27,4,10,60,5,,34,32,,3,2,,14 +atwoobi01,1937,1,PHI,NL,87,279,27,68,15,1,2,32,3,,30,27,,0,4,,1 +aukerel01,1937,1,DET,AL,43,91,14,18,4,2,3,16,0,0,8,36,,0,6,, +averiea01,1937,1,CLE,AL,156,609,121,182,33,11,21,92,5,4,88,65,,0,5,, +baeched01,1937,1,SLA,AL,3,1,0,0,0,0,0,0,0,0,0,0,,0,0,, +bakerto01,1937,1,BRO,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bakerto01,1937,2,NY1,NL,13,9,0,2,0,0,0,0,0,,0,2,,0,0,,0 +barklre01,1937,1,SLA,AL,31,101,9,27,6,0,0,14,1,0,14,17,,0,2,, +barnaba01,1937,1,PHA,AL,14,36,10,14,2,0,2,9,1,0,2,6,,0,0,, +barrere01,1937,1,CIN,NL,1,3,0,0,0,0,0,0,0,,0,3,,0,0,,0 +bartedi01,1937,1,NY1,NL,128,516,91,158,38,2,14,62,5,,40,38,,10,14,,9 +bauerru01,1937,1,PIT,NL,34,69,4,15,0,0,0,6,0,,3,18,,0,1,,0 +beckejo01,1937,1,CLE,AL,18,33,3,11,2,1,0,2,0,0,3,4,,1,0,, +bellbe01,1937,1,SLA,AL,156,642,82,218,51,8,14,117,2,2,53,54,,1,3,, +bergebo01,1937,1,CHA,AL,52,130,19,31,5,0,5,13,1,1,15,24,,1,6,, +bergewa01,1937,1,BSN,NL,30,113,14,31,9,1,5,22,0,,11,33,,1,1,,1 +bergewa01,1937,2,NY1,NL,59,199,40,58,11,2,12,43,3,,18,30,,3,1,,5 +bergmo01,1937,1,BOS,AL,47,141,13,36,3,1,0,20,0,0,5,4,,0,2,, +berrera01,1937,1,PIT,NL,2,6,0,1,0,0,0,0,0,,0,0,,0,0,,0 +bildiem01,1937,1,SLA,AL,4,2,0,0,0,0,0,0,0,0,0,0,,0,0,, +birkora01,1937,1,BRO,NL,12,11,1,3,0,0,0,0,0,,1,4,,0,0,,0 +blakesh01,1937,1,SLA,AL,15,10,0,1,0,0,0,0,0,0,0,3,,0,1,, +blakesh01,1937,2,SLN,NL,14,10,1,3,0,0,0,0,0,,0,1,,0,1,,0 +blantcy01,1937,1,PIT,NL,36,85,4,14,0,0,0,3,0,,9,20,,0,4,,1 +bloodji01,1937,1,WS1,AL,15,50,3,11,2,1,0,8,0,1,5,8,,0,1,, +bluegos01,1937,1,WS1,AL,42,127,12,36,4,2,1,13,1,1,13,9,,1,1,, +boltocl01,1937,1,DET,AL,27,57,6,15,2,0,1,7,0,0,8,6,,0,0,, +bonetju01,1937,1,SLA,AL,28,47,4,7,1,0,0,1,0,0,4,11,,0,2,, +bonurze01,1937,1,CHA,AL,116,447,79,154,41,2,19,100,5,1,49,24,,2,4,, +bordafr01,1937,1,SLN,NL,96,300,43,88,11,4,1,37,11,,15,25,,2,4,,5 +bottajo01,1937,1,CHN,NL,26,40,3,11,3,0,1,7,0,,5,10,,1,0,,0 +bottoji01,1937,1,SLA,AL,65,109,11,26,7,0,1,12,1,0,18,15,,0,0,, +bowerst01,1937,1,BOS,AL,1,0,1,0,0,0,0,0,0,0,0,0,,0,0,, +bowmajo01,1937,1,PIT,NL,35,47,3,10,1,0,0,4,0,,5,9,,0,3,,2 +brackgi01,1937,1,BRO,NL,112,372,60,102,27,9,5,38,9,,44,93,,0,3,,6 +branded01,1937,1,PIT,NL,33,59,5,10,2,0,0,2,0,,8,10,,0,1,,2 +bremehe01,1937,1,SLN,NL,11,33,2,7,1,0,0,3,0,,2,4,,0,1,,1 +brenndo01,1937,1,CIN,NL,10,5,0,0,0,0,0,0,0,,0,3,,0,0,,0 +brenndo01,1937,2,NY1,NL,6,1,0,0,0,0,0,0,0,,1,1,,0,0,,0 +bridgto01,1937,1,DET,AL,34,96,9,23,2,1,0,8,0,0,5,26,,0,3,, +brittgu01,1937,1,CIN,NL,3,6,0,1,0,0,0,0,0,,0,3,,0,0,,0 +broacjo01,1937,1,NYA,AL,7,14,0,0,0,0,0,0,0,0,0,4,,0,1,, +browncl01,1937,1,CHA,AL,53,18,1,4,0,0,0,3,0,0,5,5,,0,1,, +brownea01,1937,1,PHI,NL,105,332,42,97,19,3,6,52,4,,21,41,,4,3,,9 +brownji03,1937,1,SLN,NL,138,525,86,145,20,9,2,53,10,,27,29,,1,26,,16 +brownju01,1937,1,CIN,NL,4,2,0,0,0,0,0,0,0,,1,1,,0,0,,0 +brownju01,1937,2,NY1,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brownli01,1937,1,BRO,NL,48,115,16,31,3,1,0,6,1,,3,17,,0,3,,4 +brownll01,1937,1,CLE,AL,31,24,1,4,1,0,0,1,0,0,0,3,,0,0,, +brownma01,1937,1,PIT,NL,50,30,3,9,1,0,0,2,0,,1,4,,0,0,,1 +brubabi01,1937,1,PIT,NL,120,413,57,105,20,4,6,48,2,,47,51,,3,9,,13 +bruckea01,1937,1,PHA,AL,102,317,40,82,16,5,6,37,1,2,48,30,,0,3,, +bryancl01,1937,1,CHN,NL,47,45,13,14,2,1,1,7,0,,2,4,,0,2,,1 +bucheji01,1937,1,BRO,NL,125,380,44,96,11,2,4,37,5,,20,18,,3,8,,6 +burkael01,1937,1,PHI,NL,7,6,1,0,0,0,0,0,0,,0,3,,0,0,,0 +burkebo01,1937,1,PHI,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bushgu01,1937,1,BSN,NL,33,54,4,6,1,0,0,3,0,,4,16,,0,2,,1 +butchma01,1937,1,BRO,NL,40,62,3,10,3,0,0,3,0,,2,17,,0,1,,1 +cafegto01,1937,1,SLA,AL,4,4,1,0,0,0,0,0,0,0,0,1,,0,0,, +cainsu01,1937,1,CHA,AL,18,22,2,4,0,0,0,2,0,0,0,4,,0,2,, +caldwea01,1937,1,SLA,AL,9,9,1,2,1,0,0,1,0,0,0,4,,0,1,, +camildo01,1937,1,PHI,NL,131,475,101,161,23,7,27,80,6,,90,82,,2,3,,3 +campbbr01,1937,1,CLE,AL,134,448,82,135,42,11,4,61,4,5,67,49,,0,4,, +campbgi01,1937,1,CIN,NL,18,40,3,11,2,0,0,2,0,,5,1,,0,0,,0 +cantwbe01,1937,1,NY1,NL,1,0,0,0,0,0,0,0,0,,1,0,,0,0,,0 +cantwbe01,1937,2,BRO,NL,13,6,0,1,0,0,0,0,0,,0,1,,0,0,,0 +careyto02,1937,1,SLA,AL,130,487,54,134,24,1,1,40,1,2,21,26,,1,4,, +carlete01,1937,1,CHN,NL,34,71,4,12,3,1,0,9,0,,6,22,,0,6,,1 +cascajo01,1937,1,WS1,AL,10,9,0,2,0,0,0,0,0,0,0,2,,0,0,, +cascajo01,1937,2,CIN,NL,11,11,1,1,0,0,0,1,0,,1,6,,0,0,,0 +casege01,1937,1,WS1,AL,22,90,14,26,6,2,0,11,2,1,3,5,,0,0,, +castege01,1937,1,PHA,AL,37,90,6,19,4,0,0,11,0,0,2,24,,0,1,, +castlsl01,1937,1,NY1,NL,23,57,4,4,1,0,0,0,0,,2,22,,0,3,,3 +cavarph01,1937,1,CHN,NL,106,329,43,94,18,7,5,56,7,,32,35,,0,5,,8 +chambjo02,1937,1,SLN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chandsp01,1937,1,NYA,AL,12,30,2,4,0,0,0,6,0,1,1,7,,0,5,, +chapmbe01,1937,1,WS1,AL,35,130,23,34,7,1,0,12,8,0,26,7,,0,0,, +chapmbe01,1937,2,BOS,AL,113,423,76,130,23,11,7,57,27,12,57,35,,1,6,, +chaseke01,1937,1,WS1,AL,14,29,1,1,0,0,0,1,0,0,0,10,,0,1,, +cheliit01,1937,1,CHA,AL,4,1,0,0,0,0,0,0,0,0,1,0,,0,0,, +chervpa01,1937,1,BRO,NL,30,48,1,7,0,1,0,2,0,,3,16,,0,0,,1 +chiozlo01,1937,1,NY1,NL,117,439,49,102,11,2,4,29,6,,20,30,,0,9,,2 +chozeha01,1937,1,CIN,NL,1,4,0,1,0,0,0,0,0,,0,0,,0,0,,0 +cisarge01,1937,1,BRO,NL,20,29,8,6,0,0,0,4,3,,2,6,,0,0,,2 +cissebi01,1937,1,PHA,AL,34,117,15,31,7,0,1,14,0,0,17,10,,0,1,, +clarkwa02,1937,1,BRO,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cliftfl01,1937,1,DET,AL,15,43,4,5,1,0,0,2,3,0,7,10,,0,2,, +cliftha01,1937,1,SLA,AL,155,571,103,175,36,7,29,118,8,5,98,80,,6,4,, +cochrmi01,1937,1,DET,AL,27,98,27,30,10,1,2,12,0,1,25,4,,1,2,, +coffmdi01,1937,1,NY1,NL,42,19,1,7,2,0,0,2,0,,0,8,,0,0,,0 +coffmsl01,1937,1,DET,AL,28,29,3,5,1,0,0,2,0,0,5,13,,0,4,, +cohensy01,1937,1,WS1,AL,33,14,1,2,0,0,0,0,0,0,0,2,,1,0,, +colliri02,1937,1,CHN,NL,115,456,77,125,16,5,16,71,2,,32,46,,5,10,,14 +connome01,1937,1,CHA,AL,28,103,12,24,4,1,2,12,2,1,14,19,,0,1,, +conrobi02,1937,1,PHA,AL,26,60,4,12,1,1,0,3,1,0,7,9,,0,0,, +coonejo01,1937,1,BRO,NL,120,430,61,126,18,5,0,37,5,,22,10,,0,6,,12 +corbege01,1937,1,PHI,NL,7,12,4,4,2,0,0,1,0,,0,0,,0,0,,0 +coxbi01,1937,1,CHA,AL,3,4,0,1,0,0,0,0,0,0,0,1,,1,0,, +craftha01,1937,1,CIN,NL,10,42,7,13,2,1,0,4,0,,1,3,,0,0,,1 +cramedo01,1937,1,BOS,AL,133,560,90,171,22,11,0,51,8,6,35,14,,4,17,, +crawfla01,1937,1,PHI,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cromphe01,1937,1,WS1,AL,2,3,0,1,0,0,0,0,0,0,0,0,,0,0,, +cronijo01,1937,1,BOS,AL,148,570,102,175,40,4,18,110,5,3,84,73,,6,11,, +crosefr01,1937,1,NYA,AL,149,611,127,143,29,5,11,49,13,7,86,105,,12,12,, +cuccito01,1937,1,BSN,NL,152,575,77,156,36,4,11,80,2,,61,40,,0,11,,11 +cuyleki01,1937,1,CIN,NL,117,406,48,110,12,4,0,32,10,,36,50,,2,5,,15 +dahlgba01,1937,1,NYA,AL,1,1,0,0,0,0,0,0,0,0,0,0,,0,0,, +dalledo01,1937,1,BOS,AL,68,147,18,34,7,1,0,11,2,1,27,16,,0,1,, +danieja01,1937,1,BRO,NL,12,27,3,5,1,0,0,3,0,,3,4,,0,0,,0 +danniha01,1937,1,NY1,NL,93,292,30,84,12,4,8,51,0,,18,20,,1,1,,8 +daughbo01,1937,1,BOS,AL,1,0,1,0,0,0,0,0,0,0,0,0,,0,0,, +daviscu01,1937,1,CHN,NL,28,40,6,12,2,0,1,9,0,,2,3,,0,5,,2 +davisha02,1937,1,SLA,AL,120,450,89,124,25,3,3,35,7,6,71,26,,0,7,, +daviski01,1937,1,NY1,NL,56,76,20,20,10,0,0,9,1,,10,7,,1,1,,2 +daviski01,1937,2,CIN,NL,40,136,19,35,6,0,1,5,1,,16,6,,1,3,,4 +davispe01,1937,1,CIN,NL,42,78,3,10,0,0,0,2,0,,2,8,,0,3,,2 +davissp01,1937,1,CIN,NL,76,209,19,56,10,1,3,33,0,,23,15,,0,0,,7 +deanch01,1937,1,PHA,AL,104,309,36,81,14,4,2,31,2,1,42,10,,0,7,, +deandi01,1937,1,SLN,NL,27,66,8,15,1,0,1,5,0,,3,11,,0,9,,2 +deanpa01,1937,1,SLN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +demarfr02,1937,1,CHN,NL,154,615,104,199,36,6,17,115,6,,57,31,,1,14,,23 +derripa01,1937,1,CIN,NL,43,80,2,16,3,1,0,11,0,,0,20,,0,2,,0 +desauge01,1937,1,BOS,AL,96,305,33,74,10,3,0,27,1,2,36,26,,1,7,, +deshoji01,1937,1,WS1,AL,37,94,9,19,1,1,0,8,0,0,10,16,,0,4,, +dickebi01,1937,1,NYA,AL,140,530,87,176,35,2,29,133,3,2,73,22,,4,1,, +dicksjo01,1937,1,PIT,NL,82,264,42,67,8,4,3,33,0,,26,36,,1,6,,11 +dietrbi01,1937,1,CHA,AL,29,44,6,8,0,1,0,1,0,0,7,20,,0,3,, +dimagjo01,1937,1,NYA,AL,151,621,151,215,35,15,46,167,3,0,64,37,,5,2,, +dimagvi01,1937,1,BSN,NL,132,493,56,126,18,4,13,69,8,,39,111,,1,6,,9 +doerrbo01,1937,1,BOS,AL,55,147,22,33,5,1,2,14,2,4,18,25,,1,4,, +durocle01,1937,1,SLN,NL,135,477,46,97,11,3,1,47,6,,38,36,,0,5,,17 +dwyerdo01,1937,1,CIN,NL,12,11,2,3,0,0,0,1,0,,1,0,,0,0,,0 +dykesji01,1937,1,CHA,AL,30,85,10,26,5,0,1,23,0,0,9,7,,0,2,, +eisenha01,1937,1,BRO,NL,13,11,1,0,0,0,0,0,0,,3,4,,0,1,,0 +englich01,1937,1,CIN,NL,17,63,1,15,3,1,0,4,0,,0,2,,0,0,,3 +engligi01,1937,1,DET,AL,18,65,6,17,1,0,1,6,1,1,6,4,,1,0,, +engligi01,1937,2,BSN,NL,79,269,25,78,5,2,2,37,3,,23,27,,1,2,,11 +engliwo01,1937,1,BRO,NL,129,378,45,90,16,2,1,42,4,,65,55,,0,3,,14 +falloge01,1937,1,BRO,NL,4,8,0,2,1,0,0,0,0,,1,0,,0,0,,2 +fellebo01,1937,1,CLE,AL,26,53,1,9,1,1,0,9,0,0,3,17,,0,0,, +ferreri01,1937,1,BOS,AL,18,65,8,20,2,0,1,4,0,0,15,4,,0,0,, +ferreri01,1937,2,WS1,AL,86,279,31,64,6,0,1,32,1,1,50,18,,1,2,, +ferrewe01,1937,1,BOS,AL,18,33,7,12,2,0,1,9,0,0,7,3,,0,1,, +ferrewe01,1937,2,WS1,AL,53,106,7,27,5,0,0,16,0,0,9,18,,0,2,, +fettelo01,1937,1,BSN,NL,36,92,6,22,1,0,0,11,0,,4,11,,0,7,,6 +finkhe01,1937,1,PHA,AL,28,24,0,5,0,0,0,1,0,0,0,8,,0,0,, +finnelo01,1937,1,PHA,AL,92,379,53,95,14,9,1,20,2,5,20,16,,0,5,, +fischca01,1937,1,CLE,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fischca01,1937,2,WS1,AL,17,22,2,3,1,0,0,1,0,0,2,6,,0,2,, +fitzsfr01,1937,1,NY1,NL,6,10,2,3,1,0,1,1,0,,0,2,,0,1,,0 +fitzsfr01,1937,2,BRO,NL,13,30,2,5,0,0,0,1,0,,1,7,,1,1,,1 +fletcel01,1937,1,BSN,NL,148,539,56,133,22,4,1,38,3,,56,64,,3,7,,14 +foxpe01,1937,1,DET,AL,148,628,116,208,39,8,12,82,12,8,41,43,,0,10,, +foxxji01,1937,1,BOS,AL,150,569,111,162,24,6,36,127,10,8,99,96,,1,4,, +frankfr02,1937,1,BRO,NL,39,58,7,11,2,0,0,5,1,,3,4,,0,7,,0 +frasivi01,1937,1,BSN,NL,3,1,0,0,0,0,0,0,0,,0,1,,0,0,,0 +frencla01,1937,1,CHN,NL,42,71,1,9,1,0,0,0,0,,0,12,,0,4,,0 +freylo01,1937,1,CHN,NL,78,198,33,55,9,3,1,22,6,,33,15,,0,7,,4 +friscfr01,1937,1,SLN,NL,17,32,3,7,2,0,0,4,0,,1,0,,0,1,,2 +gablefr01,1937,1,NY1,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gablefr01,1937,2,BSN,NL,19,22,0,4,0,0,0,0,0,,2,7,,0,0,,2 +gaffkfa01,1937,1,BOS,AL,54,184,32,53,10,4,6,34,1,2,15,25,,0,5,, +galanau01,1937,1,CHN,NL,147,611,104,154,24,10,18,78,23,,79,48,,1,4,,7 +galehde01,1937,1,CLE,AL,36,72,3,15,0,0,0,3,0,0,2,11,,0,2,, +garbabo01,1937,1,CHN,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,,0 +garmsde01,1937,1,BSN,NL,125,478,60,124,15,8,2,37,2,,37,33,,3,3,,4 +gautrsi01,1937,1,BRO,NL,11,10,0,1,1,0,0,2,0,,1,1,,0,0,,0 +gehrich01,1937,1,DET,AL,144,564,133,209,40,1,14,96,11,4,90,25,,1,5,, +gehrilo01,1937,1,NYA,AL,157,569,138,200,37,9,37,159,4,3,127,49,,4,0,, +gehrmpa01,1937,1,CIN,NL,2,3,0,0,0,0,0,0,0,,0,1,,0,0,,0 +gelbech01,1937,1,CIN,NL,43,114,12,22,4,0,1,13,1,,15,12,,0,2,,2 +gelbech01,1937,2,DET,AL,20,47,4,4,2,0,0,1,0,0,4,11,,0,0,, +gickge01,1937,1,CHA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gillge01,1937,1,DET,AL,31,50,6,7,1,0,0,2,0,0,1,12,,0,1,, +giulito01,1937,1,SLA,AL,19,53,6,16,1,0,0,3,0,0,3,3,,0,2,, +glennjo02,1937,1,NYA,AL,25,53,6,15,2,2,0,4,0,0,10,11,,0,1,, +gomezle01,1937,1,NYA,AL,34,105,8,21,2,0,0,4,1,0,5,22,,0,5,, +gonzajo01,1937,1,BOS,AL,8,10,0,0,0,0,0,0,0,0,0,1,,0,1,, +goodmiv01,1937,1,CIN,NL,147,549,86,150,25,12,12,55,10,,55,58,,7,7,,10 +gormaho01,1937,1,PHI,NL,13,19,3,4,1,0,0,1,1,,1,1,,0,0,,0 +gosligo01,1937,1,DET,AL,79,181,30,43,11,1,4,35,0,1,35,18,,2,1,, +graceea01,1937,1,PHI,NL,80,223,19,47,10,1,6,29,0,,33,15,,0,2,,7 +graymi01,1937,1,WS1,AL,2,6,0,0,0,0,0,0,0,0,0,1,,0,0,, +greenha01,1937,1,DET,AL,154,594,137,200,49,14,40,183,8,3,102,101,,3,2,, +grissle01,1937,1,CIN,NL,51,64,2,7,0,0,0,0,0,,4,20,,0,6,,1 +grovele01,1937,1,BOS,AL,32,91,6,13,1,0,0,6,0,0,12,39,,0,6,, +guerrmi01,1937,1,WS1,AL,1,3,0,0,0,0,0,0,0,0,0,2,,0,0,, +gumbeha01,1937,1,NY1,NL,34,72,3,13,0,0,1,5,0,,1,15,,0,2,,1 +gumpera01,1937,1,PHA,AL,10,3,1,1,0,0,0,0,0,0,0,1,,0,0,, +guttedo01,1937,1,SLN,NL,119,447,66,121,26,10,7,61,12,,25,66,,1,0,,6 +haasbe01,1937,1,BRO,NL,16,25,2,10,3,0,0,2,0,,1,1,,0,0,,1 +haasmu01,1937,1,CHA,AL,54,111,8,23,3,3,0,15,1,0,16,10,,1,5,, +hackst01,1937,1,CHN,NL,154,582,106,173,27,6,2,63,16,,83,42,,3,10,,6 +hadlebu01,1937,1,NYA,AL,29,65,7,11,0,1,0,4,0,1,11,12,,0,0,, +hafeych01,1937,1,CIN,NL,89,257,39,67,11,5,9,41,2,,23,42,,1,3,,6 +haineje01,1937,1,SLN,NL,16,22,3,4,1,0,0,1,0,,0,6,,0,0,,0 +haleod01,1937,1,CLE,AL,154,561,74,150,32,4,6,82,9,6,56,41,,1,8,, +hallabi01,1937,1,CIN,NL,21,21,0,2,1,0,0,2,0,,1,8,,0,1,,1 +hamlilu01,1937,1,BRO,NL,41,59,4,11,0,0,0,1,0,,3,16,,1,5,,2 +handlle01,1937,1,PIT,NL,127,480,59,120,21,12,3,37,5,,37,40,,1,4,,7 +hardeme01,1937,1,CLE,AL,38,86,5,15,4,0,0,10,0,0,5,33,,0,7,, +harrera01,1937,1,SLN,NL,35,22,1,1,0,0,0,0,0,,2,8,,0,2,,0 +harshsa01,1937,1,SLA,AL,5,11,0,1,1,0,0,0,0,0,3,0,,0,0,, +hartnga01,1937,1,CHN,NL,110,356,47,126,21,6,12,82,0,,43,19,,0,6,,8 +haslimi01,1937,1,NY1,NL,27,42,8,8,1,0,0,5,1,,9,3,,0,2,,3 +hassebu01,1937,1,BRO,NL,137,556,71,169,31,6,1,53,13,,20,19,,5,14,,13 +hassoge01,1937,1,PHA,AL,28,98,12,30,6,3,3,14,0,0,13,14,,0,0,, +hattecl01,1937,1,DET,AL,3,3,1,0,0,0,0,0,0,0,1,2,,0,0,, +hayesfr01,1937,1,PHA,AL,60,188,24,49,11,1,10,38,0,0,29,34,,0,0,, +hayesja02,1937,1,CHA,AL,143,573,63,131,27,4,2,79,1,6,41,37,,2,15,, +haywora01,1937,1,DET,AL,30,78,9,21,2,0,1,8,0,0,14,15,,2,2,, +heathje01,1937,1,CLE,AL,20,61,8,14,1,4,0,8,0,1,0,9,,0,0,, +heathto01,1937,1,SLA,AL,17,43,4,10,0,2,1,3,0,0,10,3,,0,0,, +heffndo01,1937,1,NYA,AL,60,201,23,50,6,5,0,21,1,4,19,19,,0,1,, +heintke01,1937,1,PIT,NL,1,4,2,0,0,0,0,0,0,,0,1,,0,0,,0 +hemslro01,1937,1,SLA,AL,100,334,30,74,12,3,3,28,0,0,25,29,,0,5,, +hennege01,1937,1,SLA,AL,5,0,0,0,0,0,0,0,0,0,0,0,,0,1,, +henrito01,1937,1,NYA,AL,67,206,39,66,14,5,8,42,4,0,35,17,,0,1,, +henryji01,1937,1,BOS,AL,3,5,0,0,0,0,0,0,0,0,1,3,,0,0,, +henshro01,1937,1,BRO,NL,43,48,2,8,1,0,0,2,0,,0,10,,0,4,,0 +hermaba01,1937,1,DET,AL,17,20,2,6,3,0,0,3,2,0,1,6,,1,0,, +hermabi01,1937,1,CHN,NL,138,564,106,189,35,11,8,65,2,,56,22,,1,11,,7 +hevinjo02,1937,1,CLE,AL,40,19,3,5,1,0,0,3,0,0,0,1,,0,2,, +higbeki01,1937,1,CHN,NL,1,3,0,0,0,0,0,0,0,,0,1,,0,0,,0 +higgipi01,1937,1,BOS,AL,153,570,88,172,33,5,9,106,2,6,76,51,,1,7,, +hildeor01,1937,1,SLA,AL,30,70,9,14,3,0,0,7,0,0,2,2,,0,9,, +hillje01,1937,1,WS1,AL,33,92,24,20,2,1,1,4,2,1,13,16,,0,2,, +hillje01,1937,2,PHA,AL,70,242,32,71,12,3,1,37,16,3,31,20,,0,2,, +hoagmy01,1937,1,NYA,AL,106,362,48,109,19,8,3,46,4,7,33,33,,3,6,, +hogansh01,1937,1,WS1,AL,21,66,4,10,4,0,0,5,0,1,6,8,,0,1,, +hogsech01,1937,1,SLA,AL,40,62,6,13,2,0,1,5,0,0,2,13,,0,0,, +hollial01,1937,1,CIN,NL,46,76,8,19,1,1,0,9,0,,2,5,,0,0,,0 +hornsro01,1937,1,SLA,AL,20,56,7,18,3,0,1,11,0,0,7,5,,0,0,, +hoytwa01,1937,1,PIT,NL,11,12,1,1,1,0,0,2,0,,0,4,,0,0,,0 +hoytwa01,1937,2,BRO,NL,27,48,1,4,1,0,0,3,0,,6,9,,0,8,,4 +hubbeca01,1937,1,NY1,NL,39,97,4,21,4,0,0,6,0,,0,13,,0,3,,1 +hudliwi01,1937,1,CLE,AL,35,59,8,10,2,0,0,5,1,0,5,17,,0,5,, +hudsojo01,1937,1,BRO,NL,13,27,3,5,4,0,0,2,0,,3,9,,0,0,,1 +huffmbe01,1937,1,SLA,AL,76,176,18,48,9,0,1,24,1,0,10,7,,3,0,, +hughero01,1937,1,CLE,AL,104,346,57,96,12,6,1,40,11,6,40,22,,0,9,, +hustowa01,1937,1,PHA,AL,38,54,5,7,3,0,0,3,0,1,2,9,,0,1,, +hutchir01,1937,1,BSN,NL,31,26,1,3,1,0,0,2,0,,0,10,,0,1,,0 +jacobbu01,1937,1,WS1,AL,11,5,0,0,0,0,0,0,0,0,0,4,,0,0,, +jeffcge01,1937,1,BRO,NL,21,12,0,0,0,0,0,0,0,,0,4,,0,0,,0 +jensewo01,1937,1,PIT,NL,124,509,77,142,23,9,5,45,2,,15,29,,1,11,,13 +johnsbo01,1937,1,PHA,AL,138,477,91,146,32,6,25,108,9,7,98,65,,1,0,, +johnsro02,1937,1,NYA,AL,12,51,5,15,3,0,0,6,1,0,3,2,,0,0,, +johnsro02,1937,2,BSN,NL,85,260,24,72,8,3,3,22,5,,38,29,,0,1,,6 +johnssi01,1937,1,SLN,NL,38,65,5,9,1,0,0,1,0,,2,20,,0,3,,0 +johnssy01,1937,1,PHI,NL,32,48,1,7,1,0,0,3,0,,0,15,,0,2,,2 +joosted01,1937,1,CIN,NL,6,12,0,1,0,0,0,0,0,,0,0,,0,1,,0 +jordabu01,1937,1,BSN,NL,8,8,1,2,0,0,0,0,0,,0,0,,0,0,,1 +jordabu01,1937,2,CIN,NL,98,316,45,89,14,3,1,28,6,,25,14,,0,4,,6 +jorgear01,1937,1,NYA,AL,13,23,3,3,1,0,0,3,0,0,2,5,,0,0,, +jorgeor01,1937,1,PHI,NL,52,35,2,5,0,0,0,1,0,,3,12,,0,1,,0 +jorgepi01,1937,1,CIN,NL,6,14,1,4,0,0,0,1,0,,1,2,,0,1,,0 +jungeke01,1937,1,CLE,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jurgebi01,1937,1,CHN,NL,129,450,53,134,18,10,1,65,2,,42,41,,6,8,,12 +kalfabi01,1937,1,PHA,AL,3,4,0,0,0,0,0,0,0,0,0,2,,0,0,, +kampoal01,1937,1,CIN,NL,146,458,62,114,21,4,17,71,2,,60,65,,5,3,,17 +kelleha01,1937,1,PHA,AL,41,71,6,16,5,0,0,8,0,0,2,5,,1,1,, +kelleha02,1937,1,PHI,NL,30,17,2,3,0,0,0,0,0,,2,2,,0,0,,1 +keltnke01,1937,1,CLE,AL,1,1,0,0,0,0,0,1,0,0,0,0,,0,0,, +kenneve01,1937,1,CHA,AL,32,87,12,20,1,1,2,9,0,0,0,17,,1,3,, +kimbane01,1937,1,CHN,NL,2,1,0,0,0,0,0,0,0,,0,0,,0,0,,0 +kimbeha01,1937,1,SLA,AL,3,5,0,1,0,0,0,0,0,0,1,1,,0,0,, +kleinch01,1937,1,PHI,NL,115,406,74,132,20,2,15,57,3,,39,21,,1,3,,6 +kleinnu01,1937,1,SLN,NL,5,8,0,0,0,0,0,0,0,,0,3,,0,0,,0 +kleinte01,1937,1,CIN,NL,7,8,1,2,0,0,0,2,0,,0,1,,0,0,,0 +klumpel01,1937,1,BRO,NL,5,11,0,1,0,0,0,2,0,,1,4,,0,0,,1 +knickbi01,1937,1,SLA,AL,121,491,53,128,29,5,4,61,3,2,30,32,,0,9,, +knottja01,1937,1,SLA,AL,38,57,3,8,0,0,0,1,0,0,1,18,,0,4,, +kohlmjo01,1937,1,WS1,AL,2,5,0,1,0,0,0,0,0,0,0,2,,0,0,, +koupalo01,1937,1,SLA,AL,26,32,2,3,0,0,0,3,0,0,1,5,,0,2,, +krakajo01,1937,1,WS1,AL,5,16,2,2,0,1,0,1,0,0,1,7,,0,0,, +kreevmi01,1937,1,CHA,AL,144,583,94,176,29,16,12,73,10,1,43,45,,0,16,, +kristho01,1937,1,SLN,NL,6,9,0,0,0,0,0,0,0,,0,5,,0,1,,0 +kronejo01,1937,1,CLE,AL,86,283,29,67,14,1,2,26,1,1,22,25,,0,10,, +kuheljo01,1937,1,WS1,AL,136,547,73,155,24,11,6,61,6,3,63,39,,0,4,, +laabsch01,1937,1,DET,AL,72,242,31,58,13,5,8,37,6,2,24,66,,0,1,, +lamaswa01,1937,1,PHI,NL,51,79,3,15,1,0,0,5,0,,1,27,,0,2,,0 +lanahdi01,1937,1,WS1,AL,6,1,0,0,0,0,0,0,0,0,2,0,,0,0,, +lannijo01,1937,1,BSN,NL,32,33,2,4,0,0,0,0,0,,3,12,,0,2,,0 +laryly01,1937,1,CLE,AL,156,644,110,187,46,7,8,77,18,8,88,64,,3,6,, +lavagco01,1937,1,BRO,NL,149,503,64,142,26,6,8,70,13,,74,41,,1,9,,17 +lawsoro01,1937,1,DET,AL,37,81,11,21,3,0,0,6,0,0,6,14,,0,5,, +lazzeto01,1937,1,NYA,AL,126,446,56,109,21,3,14,70,7,1,71,76,,0,1,, +leebi02,1937,1,CHN,NL,42,87,4,15,2,0,1,4,0,,3,23,,0,12,,1 +leeth01,1937,1,CHA,AL,30,71,5,15,3,2,0,4,0,0,1,16,,0,5,, +leibeha01,1937,1,NY1,NL,51,184,24,54,7,3,4,32,1,,15,27,,0,3,,9 +leslisa01,1937,1,NY1,NL,72,191,25,59,7,2,3,30,1,,20,12,,2,0,,8 +lewisbu01,1937,1,WS1,AL,156,668,107,210,32,6,10,79,11,5,52,44,,3,10,, +lindsji01,1937,1,BRO,NL,20,6,1,1,0,0,0,0,0,,0,2,,0,0,,0 +linkeed01,1937,1,WS1,AL,37,46,8,10,0,0,0,2,0,0,5,10,,0,1,, +lipscni01,1937,1,SLA,AL,36,96,11,31,9,1,0,8,0,0,11,10,,1,1,, +loganbo01,1937,1,DET,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +loganbo01,1937,2,CHN,NL,4,1,0,0,0,0,0,0,0,,0,0,,0,0,,0 +lohrmbi01,1937,1,NY1,NL,2,2,0,0,0,0,0,0,0,,0,0,,0,1,,0 +lombaer01,1937,1,CIN,NL,120,368,41,123,22,1,9,59,1,,14,17,,2,0,,12 +lopezal01,1937,1,BSN,NL,105,334,31,68,11,1,3,38,3,,35,57,,1,8,,15 +lucasre01,1937,1,PIT,NL,59,82,8,22,3,0,0,17,0,,7,6,,0,0,,2 +lynnje01,1937,1,WS1,AL,1,3,0,2,1,0,0,0,0,0,0,0,,0,0,, +lyonste01,1937,1,CHA,AL,23,57,6,12,0,0,0,3,0,0,9,14,,0,6,, +macfada01,1937,1,BSN,NL,32,83,7,13,0,0,0,6,0,,4,30,,0,8,,1 +madjeed01,1937,1,NY1,NL,5,15,0,3,0,0,0,2,0,,0,2,,0,0,,0 +makosfr01,1937,1,NYA,AL,26,16,2,5,0,0,0,2,0,0,1,4,,0,1,, +malinto01,1937,1,BRO,NL,35,79,7,18,2,0,0,3,0,,9,11,,0,1,,1 +malonpa02,1937,1,NYA,AL,28,33,0,1,0,0,0,1,0,1,0,10,,0,2,, +mancugu01,1937,1,NY1,NL,86,287,30,80,17,1,4,39,1,,17,20,,0,3,,4 +manushe01,1937,1,BRO,NL,132,466,57,155,25,7,4,73,6,,40,24,,3,7,,7 +marcujo01,1937,1,BOS,AL,51,86,12,23,8,0,0,13,0,0,7,4,,0,2,, +marrobu01,1937,1,BRO,NL,6,5,0,0,0,0,0,1,0,,0,1,,0,0,,0 +martihe01,1937,1,PHI,NL,141,579,102,164,35,7,8,49,11,,69,66,,2,4,,6 +martipe01,1937,1,SLN,NL,98,339,60,103,27,8,5,38,9,,33,50,,0,1,,3 +martist01,1937,1,SLN,NL,90,223,34,58,6,1,1,17,3,,32,18,,0,5,,7 +martyjo01,1937,1,CHN,NL,88,290,41,84,17,2,5,44,3,,28,30,,2,4,,15 +mastewa01,1937,1,PHI,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mayoed01,1937,1,BSN,NL,65,172,19,39,6,1,1,18,1,,15,20,,1,11,,7 +mazzeme01,1937,1,SLA,AL,7,7,1,2,2,0,0,0,0,0,0,2,,0,0,, +mccarjo03,1937,1,NY1,NL,114,420,53,117,19,3,10,65,2,,24,37,,3,8,,9 +mccorfr01,1937,1,CIN,NL,24,83,5,27,5,0,0,9,1,,2,4,,0,2,,5 +mcgeebi01,1937,1,SLN,NL,4,5,0,1,0,0,0,0,0,,0,1,,0,0,,0 +mcgowbe01,1937,1,BSN,NL,9,12,0,1,0,0,0,0,0,,1,2,,0,0,,0 +mckaiar01,1937,1,BOS,AL,38,49,5,13,5,0,0,3,0,0,1,16,,2,1,, +mclaupa01,1937,1,DET,AL,11,10,0,1,0,0,0,0,0,0,1,2,,0,0,, +mcnaier01,1937,1,BOS,AL,126,455,60,133,29,4,12,76,10,7,30,33,,3,5,, +medwijo01,1937,1,SLN,NL,156,633,111,237,56,10,31,154,4,,41,50,,2,1,,11 +meledu01,1937,1,CIN,NL,6,14,1,2,1,0,0,1,0,,1,1,,0,0,,0 +melilsk01,1937,1,BOS,AL,26,56,8,14,2,0,0,6,0,1,5,4,,0,1,, +meltocl01,1937,1,NY1,NL,46,82,3,10,0,0,0,5,0,,1,21,,0,10,,3 +meyerdu01,1937,1,CHN,NL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,,0 +mihaljo01,1937,1,WS1,AL,38,107,13,27,5,2,0,8,2,1,17,9,,0,0,, +millebi03,1937,1,SLA,AL,1,1,0,0,0,0,0,0,0,0,0,0,,0,0,, +milleed03,1937,1,CIN,NL,36,60,3,9,3,1,0,5,0,,3,8,,0,3,,5 +milliwa01,1937,1,WS1,AL,59,179,21,40,7,1,0,28,1,0,9,15,,0,2,, +millsbu01,1937,1,BOS,AL,123,505,85,149,25,8,7,58,11,8,46,41,,6,9,, +millsle01,1937,1,SLA,AL,2,5,0,0,0,0,0,0,0,0,0,0,,0,0,, +mizejo01,1937,1,SLN,NL,145,560,103,204,40,7,25,113,2,,56,57,,5,0,,5 +monacbl01,1937,1,CLE,AL,5,7,0,2,0,1,0,2,0,0,0,2,,1,0,, +moorede01,1937,1,CIN,NL,7,13,2,1,0,0,0,0,0,,1,2,,1,0,,0 +moorege03,1937,1,BSN,NL,148,561,88,159,29,10,16,70,11,,61,73,,4,5,,9 +moorejo01,1937,1,PHI,NL,96,307,46,98,16,2,9,59,2,,18,18,,0,5,,5 +moorejo02,1937,1,NY1,NL,142,580,89,180,37,10,6,57,7,,46,37,,3,4,,9 +moorera01,1937,1,BRO,NL,13,22,3,3,1,0,0,2,0,,3,2,,0,0,,1 +moorera01,1937,2,SLN,NL,8,7,0,0,0,0,0,0,0,,0,0,,0,0,,1 +moorete01,1937,1,SLN,NL,115,461,76,123,17,3,5,43,13,,32,41,,2,5,,8 +moorewh01,1937,1,CIN,NL,13,8,0,0,0,0,0,0,0,,0,1,,0,0,,0 +mootyja01,1937,1,CIN,NL,15,8,1,0,0,0,0,0,0,,0,1,,0,1,,0 +morgaed02,1937,1,BRO,NL,31,48,4,9,3,0,0,5,0,,9,7,,0,2,,0 +morrido01,1937,1,PHA,AL,6,13,0,2,0,0,0,0,0,0,0,3,,0,0,, +moserar01,1937,1,CIN,NL,5,5,0,0,0,0,0,0,0,,0,2,,0,0,,0 +moseswa01,1937,1,PHA,AL,154,649,113,208,48,13,25,86,9,7,54,38,,2,7,, +muellra01,1937,1,BSN,NL,64,187,21,47,9,2,2,26,1,,18,36,,0,5,,7 +mulcahu01,1937,1,PHI,NL,56,73,9,11,2,0,0,3,0,,3,5,,0,3,,6 +muncrbo01,1937,1,SLA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mungova01,1937,1,BRO,NL,28,64,4,16,3,0,0,9,0,,3,16,,0,0,,0 +murphjo04,1937,1,NYA,AL,39,35,2,8,3,0,0,6,0,0,2,14,,1,3,, +myerbu01,1937,1,WS1,AL,125,430,54,126,16,10,1,65,2,6,78,41,,5,6,, +myersbi01,1937,1,CIN,NL,124,335,35,84,13,3,7,43,0,,44,57,,1,8,,5 +nelsoly01,1937,1,PHA,AL,74,113,18,40,6,2,4,29,1,0,6,13,,0,1,, +newsobo01,1937,1,WS1,AL,13,25,2,3,0,0,1,1,0,0,1,4,,0,0,, +newsobo01,1937,2,BOS,AL,31,75,9,19,4,1,0,4,0,0,2,14,,0,4,, +newsosk01,1937,1,PHA,AL,122,438,53,111,22,1,1,30,11,5,37,22,,0,14,, +norrile01,1937,1,PHI,NL,116,381,45,98,24,3,9,36,3,,21,53,,0,9,,3 +odeake01,1937,1,CHN,NL,83,219,31,66,7,5,4,32,1,,24,26,,0,4,,1 +ogrodbr01,1937,1,SLN,NL,90,279,37,65,10,3,3,31,2,,11,17,,2,7,,12 +olsonte01,1937,1,BOS,AL,11,10,0,3,0,1,0,0,0,0,0,2,,0,0,, +osterfr01,1937,1,BOS,AL,25,33,5,11,3,0,0,6,0,0,1,0,,0,3,, +ottme01,1937,1,NY1,NL,151,545,99,160,28,2,31,95,7,,102,69,,3,4,,4 +outlaji01,1937,1,CIN,NL,49,165,18,45,7,3,0,11,2,,3,31,,1,1,,1 +owenma01,1937,1,DET,AL,107,396,48,114,22,5,1,45,3,4,41,24,,2,2,, +owenmi01,1937,1,SLN,NL,80,234,17,54,4,2,0,20,1,,15,13,,0,4,,8 +paddeto01,1937,1,PIT,NL,35,98,14,28,2,0,0,8,1,,13,11,,0,2,,2 +padgedo01,1937,1,SLN,NL,123,446,62,140,22,6,10,74,4,,30,43,,0,1,,5 +parkeac01,1937,1,PHA,AL,38,94,8,11,0,1,2,13,0,0,4,17,,0,2,, +parksar01,1937,1,BRO,NL,7,16,2,5,2,0,0,0,0,,2,2,,0,0,,0 +parmero01,1937,1,CHN,NL,37,52,7,9,0,0,2,8,0,,1,19,,0,1,,3 +passecl01,1937,1,PHI,NL,50,107,13,21,5,0,1,11,0,,3,39,,0,1,,0 +peacojo01,1937,1,BOS,AL,9,32,3,10,2,1,0,6,0,0,1,0,,0,0,, +pearsmo01,1937,1,NYA,AL,22,51,6,11,2,0,0,7,0,0,3,5,,0,4,, +peterji01,1937,1,BRO,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +peterru02,1937,1,PHA,AL,116,339,39,88,17,6,3,43,4,4,41,59,,0,5,, +pettile01,1937,1,PHI,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +phebubi01,1937,1,WS1,AL,6,8,1,0,0,0,0,1,0,0,6,4,,0,1,, +phelpba01,1937,1,BRO,NL,121,409,42,128,37,3,7,58,2,,25,28,,3,5,,12 +pietto01,1937,1,CHA,AL,100,332,34,78,15,1,4,38,14,6,32,36,,6,4,, +poffebo01,1937,1,DET,AL,29,51,5,11,3,0,0,3,0,0,0,8,,0,2,, +pollyni01,1937,1,BRO,NL,10,18,2,4,0,0,0,2,0,,0,1,,0,0,,0 +powelja03,1937,1,NYA,AL,97,365,54,96,22,3,3,45,7,5,25,36,,2,8,, +pytlafr01,1937,1,CLE,AL,125,397,60,125,15,6,1,44,16,5,52,15,,7,7,, +radclri01,1937,1,CHA,AL,144,584,105,190,38,10,4,79,6,1,53,25,,2,4,, +reisbo01,1937,1,BSN,NL,45,86,10,21,5,0,0,6,2,,13,12,,0,0,,2 +rensato01,1937,1,CHA,AL,26,57,10,17,5,1,0,5,3,0,8,6,,0,0,, +reynoca01,1937,1,CHN,NL,7,11,0,3,1,0,0,1,0,,2,2,,0,0,,1 +riddljo02,1937,1,WS1,AL,8,26,2,7,0,0,0,3,0,0,0,2,,1,1,, +riddljo02,1937,2,BSN,NL,2,3,0,0,0,0,0,0,0,,1,0,,0,0,,0 +riggsle01,1937,1,CIN,NL,122,384,43,93,17,5,6,45,4,,24,17,,1,2,,7 +rignejo01,1937,1,CHA,AL,22,30,4,5,0,0,0,0,0,0,4,9,,0,2,, +ripplji01,1937,1,NY1,NL,121,426,70,135,23,3,5,66,3,,29,20,,1,10,,10 +rogelbi01,1937,1,DET,AL,146,536,85,148,30,7,8,64,5,5,83,48,,3,10,, +rolfere01,1937,1,NYA,AL,154,648,143,179,34,10,4,62,4,2,90,53,,1,1,, +rootch01,1937,1,CHN,NL,43,67,7,12,2,0,1,9,0,,1,19,,1,2,,0 +rosengo01,1937,1,BRO,NL,22,77,10,24,5,1,0,6,2,,6,6,,0,0,,0 +rosenla01,1937,1,CHA,AL,58,97,20,28,5,3,0,9,1,0,9,20,,1,1,, +rossbu02,1937,1,PHA,AL,28,49,6,5,0,0,0,0,0,0,5,24,,0,0,, +rothrja01,1937,1,PHA,AL,88,232,28,62,15,0,0,21,1,0,28,15,,0,0,, +rowesc01,1937,1,DET,AL,10,10,2,2,0,0,0,1,0,0,1,4,,0,1,, +ruffire01,1937,1,NYA,AL,54,129,11,26,3,0,1,10,0,0,13,24,,0,2,, +russeja01,1937,1,DET,AL,25,7,0,0,0,0,0,0,0,0,2,2,,0,1,, +ryanbl01,1937,1,NY1,NL,21,75,10,18,3,1,1,13,0,,6,8,,0,1,,3 +rybami01,1937,1,SLN,NL,41,48,6,15,2,0,0,7,0,,5,5,,0,1,,2 +saboal01,1937,1,WS1,AL,1,0,0,0,0,0,0,0,0,0,0,0,,0,0,, +saltzja01,1937,1,NYA,AL,17,11,6,2,0,0,0,0,0,0,3,4,,0,0,, +scarsle01,1937,1,CIN,NL,110,329,35,81,11,4,3,34,5,,17,26,,1,7,,10 +scharge01,1937,1,PHI,NL,146,511,44,123,20,1,0,57,13,,36,47,,2,11,,11 +schotge01,1937,1,CIN,NL,50,49,5,7,2,0,0,4,0,,1,14,,0,2,,1 +schulfr02,1937,1,PIT,NL,29,20,5,2,0,0,0,3,0,,4,3,,1,0,,0 +schumha02,1937,1,NY1,NL,45,81,9,18,2,0,2,7,0,,3,16,,0,1,,3 +schusbi01,1937,1,PIT,NL,3,6,2,3,0,0,0,1,0,,1,0,,0,0,,0 +selkige01,1937,1,NYA,AL,78,256,49,84,13,5,18,68,8,2,34,24,,2,1,, +sewellu01,1937,1,CHA,AL,122,412,51,111,21,6,1,61,4,5,46,18,,0,1,, +sheame01,1937,1,CHA,AL,25,71,7,15,1,0,0,5,1,0,15,10,,0,0,, +shoffmi01,1937,1,BSN,NL,6,16,3,2,1,0,1,4,0,,1,6,,0,3,,0 +shouncl01,1937,1,CHN,NL,37,29,3,4,2,0,0,1,0,,0,10,,0,1,,1 +siebedi01,1937,1,SLN,NL,22,38,3,7,2,0,0,2,1,,4,8,,1,0,,0 +silbeed01,1937,1,SLA,AL,22,83,10,26,2,0,0,4,0,2,5,13,,0,1,, +simmoal01,1937,1,WS1,AL,103,419,60,117,21,10,8,84,3,2,27,35,,4,3,, +singtfr01,1937,1,WS1,AL,78,228,27,54,15,4,3,36,1,1,37,33,,2,2,, +sivespe01,1937,1,PHI,NL,6,6,0,0,0,0,0,0,0,,0,4,,0,0,,0 +smithal03,1937,1,NY1,NL,33,25,1,3,0,0,0,0,0,,0,9,,0,1,,0 +smithbo02,1937,1,BSN,NL,19,10,1,2,0,0,0,0,0,,1,1,,0,0,,0 +smithed04,1937,1,PHA,AL,40,73,4,17,6,0,0,3,1,0,2,11,,0,2,, +soddbi01,1937,1,CLE,AL,1,1,0,0,0,0,0,0,0,0,0,1,,0,0,, +soltemo01,1937,1,CLE,AL,152,589,90,190,42,11,20,109,6,9,42,56,,4,9,, +sorrevi01,1937,1,DET,AL,7,3,0,0,0,0,0,0,0,0,0,2,,0,1,, +spencro01,1937,1,BRO,NL,51,117,5,24,2,2,0,4,0,,8,17,,0,7,,3 +staintu01,1937,1,CHN,NL,72,160,18,37,7,1,0,14,3,,7,16,,1,3,,5 +steinha02,1937,1,CHA,AL,26,73,13,19,4,1,1,9,2,0,4,7,,0,0,, +stephwa01,1937,1,PHI,NL,10,23,1,6,0,0,0,2,0,,2,3,,0,0,,1 +stonejo01,1937,1,WS1,AL,139,542,84,179,33,15,6,88,6,4,66,36,,0,1,, +stratmo01,1937,1,CHA,AL,22,60,9,12,2,0,1,6,0,0,0,9,,0,5,, +stricbi01,1937,1,SLA,AL,9,6,0,1,0,0,0,0,0,0,0,3,,0,0,, +stripjo01,1937,1,BRO,NL,90,300,37,73,10,2,1,26,1,,20,18,,0,11,,12 +suhrgu01,1937,1,PIT,NL,151,575,69,160,28,14,5,97,2,,83,42,,0,9,,9 +sullibi04,1937,1,CLE,AL,72,168,26,48,12,3,3,22,1,4,17,7,,1,4,, +sunketo01,1937,1,SLN,NL,9,9,1,1,0,0,0,0,0,,0,3,,0,0,,0 +swiftbi01,1937,1,PIT,NL,36,54,0,9,1,0,0,2,0,,3,15,,0,2,,2 +taubyfr01,1937,1,PHI,NL,11,20,2,0,0,0,0,3,1,,0,5,,0,0,,0 +tebbebi01,1937,1,DET,AL,50,162,15,31,4,3,2,16,0,0,10,13,,0,3,, +theveto01,1937,1,BSN,NL,21,34,5,4,0,1,0,2,0,,4,2,,0,1,,0 +thomabu01,1937,1,PHA,AL,35,47,3,6,1,0,1,5,0,0,4,25,,0,7,, +thomato02,1937,1,SLA,AL,17,4,0,0,0,0,0,0,0,0,0,1,,0,0,, +thomato02,1937,2,BOS,AL,9,4,0,1,0,0,0,0,0,0,0,1,,0,0,, +tietjle01,1937,1,SLA,AL,5,10,0,0,0,0,0,0,0,0,0,5,,0,1,, +tobinji01,1937,1,PIT,NL,21,34,7,15,4,0,0,6,0,,4,3,,0,0,,2 +toddal01,1937,1,PIT,NL,133,514,51,158,18,10,8,86,2,,16,36,,1,3,,16 +travice01,1937,1,WS1,AL,135,526,72,181,27,7,3,66,3,2,39,34,,5,8,, +traynpi01,1937,1,PIT,NL,5,12,3,2,0,0,0,0,0,,0,1,,0,0,,1 +trechfr01,1937,1,WS1,AL,1,4,0,2,0,0,0,0,0,0,0,1,,0,0,, +troskha01,1937,1,CLE,AL,153,601,104,179,36,9,32,128,3,1,65,60,,1,3,, +trottbi01,1937,1,SLA,AL,34,33,2,1,1,0,0,0,0,0,6,17,,0,2,, +turbege01,1937,1,PHA,AL,31,26,3,6,0,1,0,2,0,0,0,6,,0,0,, +turneji01,1937,1,BSN,NL,39,96,10,24,3,0,0,7,0,,2,7,,1,7,,3 +urbanbi01,1937,1,BSN,NL,1,1,0,0,0,0,0,0,0,,0,1,,0,0,,0 +vanatru01,1937,1,SLA,AL,16,13,3,6,0,0,1,1,0,0,2,2,,0,0,, +vancejo01,1937,1,NYA,AL,2,5,0,0,0,0,0,0,0,0,0,2,,0,0,, +vandehy01,1937,1,NY1,NL,1,4,0,0,0,0,0,0,0,,0,2,,0,0,,1 +vandejo01,1937,1,CIN,NL,21,23,2,5,0,1,0,0,0,,2,7,,0,1,,0 +vaughar01,1937,1,PIT,NL,126,469,71,151,17,17,5,72,7,,54,22,,2,6,,6 +vosmijo01,1937,1,SLA,AL,144,594,81,193,47,9,4,93,2,3,49,38,,1,11,, +wadeja01,1937,1,DET,AL,33,59,4,11,1,0,0,1,0,0,3,31,,0,1,, +wagneha01,1937,1,PHA,AL,1,0,0,0,0,0,0,0,0,0,0,0,,0,0,, +walberu01,1937,1,BOS,AL,32,34,7,5,1,0,0,2,0,0,2,8,,0,3,, +walkedi02,1937,1,CHA,AL,154,593,105,179,28,16,9,95,1,2,78,26,,0,17,, +walkege02,1937,1,DET,AL,151,635,105,213,42,4,18,113,23,7,41,74,,5,2,, +walkehu01,1937,1,CIN,NL,78,221,33,55,9,4,1,19,7,,34,24,,0,3,,6 +walkuji02,1937,1,SLA,AL,27,58,8,14,0,0,0,3,0,0,0,19,,0,3,, +waltebu01,1937,1,PHI,NL,56,137,15,38,6,0,1,16,1,,5,16,,0,2,,3 +wanerll01,1937,1,PIT,NL,129,537,80,177,23,4,1,45,3,,34,12,,0,11,,7 +wanerpa01,1937,1,PIT,NL,154,619,94,219,30,9,2,74,4,,63,34,,0,8,,11 +warnelo01,1937,1,SLN,NL,36,80,10,21,3,0,0,10,0,,7,12,,0,6,,2 +warstra01,1937,1,BSN,NL,149,555,57,124,20,0,3,36,4,,51,62,,2,22,,12 +wasdeji01,1937,1,WS1,AL,32,110,13,28,4,4,2,12,0,1,7,13,,0,1,, +wasemli01,1937,1,BSN,NL,2,1,0,0,0,0,0,0,0,,0,0,,0,0,,0 +weathro01,1937,1,CLE,AL,53,134,19,27,4,0,5,13,1,1,6,14,,2,3,, +weaveji01,1937,1,PIT,NL,32,27,0,4,0,0,0,2,0,,4,10,,0,2,,1 +weavemo01,1937,1,WS1,AL,30,68,10,14,1,0,0,5,0,0,6,11,,0,4,, +weilabo01,1937,1,SLN,NL,41,89,5,15,1,1,2,10,0,,3,35,,0,5,,3 +weintph01,1937,1,CIN,NL,49,177,27,48,10,4,3,20,1,,19,25,,1,1,,7 +weintph01,1937,2,NY1,NL,6,9,3,3,2,0,0,1,0,,1,1,,0,0,,0 +weirro01,1937,1,BSN,NL,10,10,1,0,0,0,0,0,0,,0,4,,0,0,,0 +werbebi01,1937,1,PHA,AL,128,493,85,144,31,4,7,70,35,13,74,39,,1,8,, +westsa01,1937,1,SLA,AL,122,457,68,150,37,4,7,58,1,1,46,28,,0,3,, +whiteab01,1937,1,SLN,NL,5,1,0,1,0,0,0,0,0,,0,0,,0,0,,0 +whitebu01,1937,1,NY1,NL,152,574,64,164,15,6,5,52,7,,28,20,,4,7,,11 +whiteea01,1937,1,CLE,AL,33,49,6,11,1,0,0,6,1,0,5,7,,0,6,, +whitejo01,1937,1,DET,AL,94,305,50,75,5,7,0,21,12,7,50,40,,1,2,, +whitejo02,1937,1,CHA,AL,26,58,7,13,1,0,0,5,0,0,4,10,,1,4,, +whitnpi01,1937,1,PHI,NL,138,487,56,166,19,4,8,79,6,,43,44,,1,11,,19 +wickeke01,1937,1,NYA,AL,16,35,4,4,0,0,0,7,0,0,1,6,,0,1,, +willial02,1937,1,PHA,AL,16,24,0,2,0,0,0,1,0,0,1,13,,0,3,, +wilsoed01,1937,1,BRO,NL,36,54,11,12,4,1,1,8,1,,17,14,,0,1,,0 +wilsoja01,1937,1,BOS,AL,51,85,2,14,2,0,0,10,0,0,4,13,,0,2,, +wilsoji01,1937,1,PHI,NL,39,87,15,24,3,0,1,8,1,,6,4,,0,0,,4 +winfoji01,1937,1,SLN,NL,16,8,0,1,0,0,0,0,0,,0,2,,0,0,,0 +winseto01,1937,1,BRO,NL,118,350,32,83,15,5,5,42,3,,45,64,,3,2,,6 +wyattwh01,1937,1,CLE,AL,29,18,2,7,2,0,0,3,0,0,2,5,,0,1,, +yorkru01,1937,1,DET,AL,104,375,72,115,18,3,35,103,3,2,41,52,,0,1,, +youngde02,1937,1,PHI,NL,109,360,36,70,9,2,0,24,6,,18,55,,1,7,,8 +youngpe01,1937,1,PIT,NL,113,408,43,106,20,3,9,54,4,,26,63,,1,7,,8 +younted01,1937,1,PHA,AL,4,7,1,2,0,0,0,1,0,0,0,1,,0,0,, +allenet01,1938,1,SLA,AL,19,33,4,10,3,1,0,4,0,0,2,4,,0,1,, +allenjo02,1938,1,CLE,AL,30,79,12,20,2,1,1,14,1,0,3,14,,0,3,, +almadme01,1938,1,WS1,AL,47,197,24,48,7,4,1,15,4,1,8,16,,1,5,, +almadme01,1938,2,SLA,AL,102,436,77,149,22,2,3,37,9,5,38,22,,3,1,, +amblewa01,1938,1,PHA,AL,120,393,42,92,21,2,0,38,2,1,48,31,,0,11,, +andreiv01,1938,1,NYA,AL,19,12,1,2,0,0,0,1,0,0,1,1,,0,0,, +applepe01,1938,1,WS1,AL,43,59,4,15,2,2,0,9,0,1,1,8,,0,2,, +applilu01,1938,1,CHA,AL,81,294,41,89,14,0,0,44,1,3,42,17,,1,1,, +archige01,1938,1,DET,AL,3,2,1,0,0,0,0,0,0,0,0,1,,0,0,, +arnovmo01,1938,1,PHI,NL,139,502,47,138,29,0,4,72,2,,42,37,,2,5,,14 +asbelji01,1938,1,CHN,NL,17,33,6,6,2,0,0,3,0,,3,9,,0,0,,0 +atwoobi01,1938,1,PHI,NL,102,281,27,55,8,1,3,28,0,,25,26,,0,5,,9 +aukerel01,1938,1,DET,AL,27,57,6,5,0,0,0,2,1,0,4,24,,1,3,, +averiea01,1938,1,CLE,AL,134,482,101,159,27,15,14,93,5,2,81,48,,3,1,, +bagbyji02,1938,1,BOS,AL,45,68,10,13,4,0,0,7,0,0,1,8,,1,8,, +bakeral01,1938,1,BOS,AL,3,4,0,0,0,0,0,0,0,0,0,0,,0,0,, +bakerto01,1938,1,NY1,NL,2,0,0,0,0,0,0,0,0,,1,0,,0,0,,0 +balasmi01,1938,1,BSN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barnaba01,1938,1,PHA,AL,9,30,4,4,0,0,0,2,0,0,3,5,,0,0,, +barrere01,1938,1,CIN,NL,6,7,1,1,0,0,0,1,0,,0,1,,0,4,,0 +bartedi01,1938,1,NY1,NL,127,481,67,126,26,1,9,49,4,,55,60,,8,9,,10 +bartlir01,1938,1,PHA,AL,14,46,5,8,1,1,0,5,0,0,3,7,,0,2,, +bauerru01,1938,1,PIT,NL,40,88,7,21,3,2,0,2,0,,3,18,,0,3,,1 +beggsjo01,1938,1,NYA,AL,14,20,2,5,1,0,0,2,0,0,1,3,,0,0,, +bellbe01,1938,1,SLA,AL,147,526,91,138,35,3,13,84,1,3,71,46,,0,2,, +bengera01,1938,1,CIN,NL,9,3,0,1,0,0,0,0,0,,0,0,,0,0,,0 +bentoal01,1938,1,DET,AL,19,33,1,4,0,0,0,1,0,0,0,13,,0,2,, +bergebo01,1938,1,CHA,AL,118,470,60,102,15,3,3,36,4,1,43,80,,1,9,, +bergewa01,1938,1,NY1,NL,16,32,5,6,0,0,0,4,0,,2,4,,0,0,,0 +bergewa01,1938,2,CIN,NL,99,407,74,125,23,4,16,56,2,,29,44,,2,0,,9 +bergmo01,1938,1,BOS,AL,10,12,0,4,0,0,0,0,0,0,0,1,,0,0,, +berrera01,1938,1,PIT,NL,40,100,7,23,2,0,0,6,0,,8,10,,0,2,,5 +berrych02,1938,1,PHA,AL,1,2,0,0,0,0,0,0,0,0,0,0,,0,0,, +bildiem01,1938,1,SLA,AL,5,8,0,2,0,0,0,0,0,0,0,3,,0,0,, +blantcy01,1938,1,PIT,NL,29,64,4,13,0,0,0,7,0,,1,17,,0,4,,3 +bluegos01,1938,1,WS1,AL,58,184,25,48,12,1,0,21,3,1,21,11,,1,3,, +bonetju01,1938,1,SLA,AL,17,8,0,0,0,0,0,1,0,0,0,2,,0,0,, +bongini01,1938,1,CIN,NL,2,7,0,2,1,0,0,0,0,,0,0,,0,1,,0 +bonurze01,1938,1,WS1,AL,137,540,72,156,27,3,22,114,2,2,44,29,,3,2,, +bordafr01,1938,1,SLN,NL,81,156,19,44,5,1,0,21,2,,8,9,,2,3,,3 +boudrlo01,1938,1,CLE,AL,1,1,0,0,0,0,0,0,0,0,1,0,,0,0,, +bowmajo01,1938,1,PIT,NL,18,21,5,7,0,1,0,1,0,,1,3,,0,2,,0 +boyleha01,1938,1,CHA,AL,9,8,0,1,0,0,0,0,0,0,0,2,,0,0,, +brackgi01,1938,1,BRO,NL,40,56,10,12,2,1,1,6,1,,4,14,,0,0,,0 +brackgi01,1938,2,PHI,NL,72,282,40,81,20,4,4,28,2,,18,30,,1,1,,5 +branded01,1938,1,PIT,NL,24,37,5,11,2,0,0,3,0,,1,9,,0,2,,0 +bremehe01,1938,1,SLN,NL,50,151,14,33,5,1,2,14,1,,9,36,,0,3,,1 +bridgto01,1938,1,DET,AL,25,54,5,7,1,1,0,3,0,0,6,17,,0,4,, +browncl01,1938,1,CHA,AL,8,2,1,1,1,0,0,0,0,0,1,0,,0,0,, +brownea01,1938,1,PHI,NL,21,74,4,19,4,0,0,8,0,,5,11,,0,1,,2 +brownji03,1938,1,SLN,NL,108,382,50,115,12,6,0,38,7,,27,9,,2,2,,6 +brownju01,1938,1,NY1,NL,43,16,2,3,1,0,0,1,0,,2,3,,0,0,,1 +brownma01,1938,1,PIT,NL,51,38,1,5,2,0,0,5,0,,0,8,,0,5,,2 +brubabi01,1938,1,PIT,NL,45,112,18,33,5,0,3,19,2,,9,14,,0,2,,3 +bruckea01,1938,1,PHA,AL,53,171,26,64,21,1,3,35,1,1,19,16,,0,1,, +bryancl01,1938,1,CHN,NL,50,106,16,24,2,1,3,15,0,,2,10,,0,1,,1 +bucheji01,1938,1,SLN,NL,17,57,7,13,3,1,0,7,0,,2,2,,0,2,,2 +burkael01,1938,1,PHI,NL,2,3,0,0,0,0,0,0,0,,0,2,,0,0,,0 +bushgu01,1938,1,SLN,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +butchma01,1938,1,BRO,NL,25,25,3,4,1,0,1,3,0,,0,5,,0,2,,2 +butchma01,1938,2,PHI,NL,12,35,2,9,0,0,0,1,0,,1,8,,0,0,,2 +buxtora01,1938,1,PHA,AL,5,1,0,0,0,0,0,0,0,0,0,1,,0,0,, +cainsu01,1938,1,CHA,AL,5,8,0,0,0,0,0,0,0,0,0,5,,0,0,, +camildo01,1938,1,BRO,NL,146,509,106,128,25,11,24,100,6,,119,101,,0,1,,5 +campbbr01,1938,1,CLE,AL,133,511,90,148,27,12,12,72,11,7,53,57,,3,8,, +campbgi01,1938,1,BRO,NL,54,126,10,31,5,0,0,11,0,,19,9,,2,0,,6 +carlete01,1938,1,CHN,NL,33,65,9,15,4,1,0,7,1,,3,10,,0,0,,1 +cascajo01,1938,1,CIN,NL,33,18,0,3,0,0,0,1,0,,0,7,,0,0,,0 +casege01,1938,1,WS1,AL,107,433,69,132,27,3,2,40,11,6,39,28,,0,7,, +castege01,1938,1,PHA,AL,42,101,9,20,5,0,0,10,0,0,8,28,,1,2,, +castlsl01,1938,1,NY1,NL,22,31,4,3,0,0,0,2,0,,3,12,,0,3,,0 +cavarph01,1938,1,CHN,NL,92,268,29,64,11,4,1,28,4,,14,27,,4,4,,6 +chandsp01,1938,1,NYA,AL,23,69,10,14,1,0,3,4,0,0,1,23,,0,3,, +chapmbe01,1938,1,BOS,AL,127,480,92,163,40,8,6,80,13,6,65,33,,0,8,, +chapmsa01,1938,1,PHA,AL,114,406,60,105,17,7,17,63,3,4,55,94,,4,1,, +chaseke01,1938,1,WS1,AL,32,48,2,10,0,0,0,5,0,0,4,13,,0,4,, +chervpa01,1938,1,BRO,NL,12,27,0,4,0,0,0,3,0,,2,0,,0,1,,2 +chiozlo01,1938,1,NY1,NL,57,179,15,42,7,2,3,17,5,,12,7,,0,3,,2 +chrisma01,1938,1,DET,AL,95,318,35,79,6,4,1,44,5,2,27,21,,0,2,, +cissebi01,1938,1,NY1,NL,38,149,19,40,6,0,2,18,1,,6,11,,0,0,,6 +clarkca01,1938,1,PHI,NL,52,74,11,19,1,1,0,4,0,,9,10,,0,1,,0 +cliftha01,1938,1,SLA,AL,149,534,119,155,25,7,34,118,10,5,118,67,,5,1,, +coffmdi01,1938,1,NY1,NL,51,28,0,2,0,0,0,0,0,,0,15,,0,0,,0 +coffmsl01,1938,1,DET,AL,39,24,2,4,1,0,0,5,0,0,3,7,,0,1,, +coleed01,1938,1,SLA,AL,36,21,0,3,0,0,0,0,0,0,0,6,,0,0,, +colliri02,1938,1,CHN,NL,143,490,78,131,22,8,13,61,1,,54,48,,3,8,,13 +connome01,1938,1,CHA,AL,24,62,14,22,4,0,6,13,0,0,9,17,,0,1,, +cookedu01,1938,1,CIN,NL,82,233,41,64,15,1,2,33,0,,28,36,,1,2,,5 +coonejo01,1938,1,BSN,NL,120,432,45,117,25,5,0,17,2,,22,12,,1,11,,9 +coopemo01,1938,1,SLN,NL,4,9,0,2,1,0,0,0,0,,0,3,,0,1,,0 +corbege01,1938,1,PHI,NL,24,75,7,6,1,0,2,7,0,,6,11,,0,0,,1 +coscape01,1938,1,BRO,NL,32,79,10,12,3,0,0,6,0,,9,18,,2,8,,0 +coxbi01,1938,1,CHA,AL,7,2,0,0,0,0,0,0,0,0,0,2,,0,0,, +coxbi01,1938,2,SLA,AL,24,17,0,1,1,0,0,1,0,0,1,6,,0,0,, +craftha01,1938,1,CIN,NL,151,612,70,165,28,9,15,83,3,,29,46,,2,2,,12 +cramedo01,1938,1,BOS,AL,148,658,116,198,36,8,0,71,4,9,51,19,,3,5,, +crespcr01,1938,1,SLN,NL,7,19,2,5,2,0,0,1,0,,2,7,,0,0,,1 +cronijo01,1938,1,BOS,AL,143,530,98,172,51,5,17,94,7,5,91,60,,5,11,, +crosefr01,1938,1,NYA,AL,157,631,113,166,35,3,9,55,27,12,106,97,,15,5,, +cuccito01,1938,1,BSN,NL,147,555,62,147,25,2,9,76,4,,52,32,,3,6,,19 +cullero01,1938,1,DET,AL,25,67,12,19,1,3,0,9,2,0,12,9,,0,0,, +cuyleki01,1938,1,BRO,NL,82,253,45,69,10,8,2,23,6,,34,23,,2,1,,6 +dahlgba01,1938,1,NYA,AL,27,43,8,8,1,0,0,1,0,0,1,7,,0,0,, +danniha01,1938,1,NY1,NL,120,448,59,137,26,3,9,60,1,,23,40,,4,1,,14 +daviscu01,1938,1,SLN,NL,40,57,8,13,0,0,3,9,0,,0,16,,0,4,,0 +daviski01,1938,1,CIN,NL,5,18,3,5,1,0,0,0,0,,1,4,,0,1,,0 +davispe01,1938,1,CIN,NL,29,61,5,15,1,0,0,3,0,,0,4,,0,3,,0 +davissp01,1938,1,CIN,NL,12,36,3,6,1,0,0,1,0,,5,6,,1,0,,2 +davissp01,1938,2,PHI,NL,70,215,11,53,7,0,2,23,1,,14,14,,0,1,,12 +daviswo01,1938,1,DET,AL,2,1,0,0,0,0,0,0,0,0,0,1,,0,0,, +deanch01,1938,1,PHA,AL,16,20,3,6,2,0,0,1,0,0,1,4,,0,0,, +deandi01,1938,1,CHN,NL,13,26,3,5,1,0,0,1,0,,0,2,,0,1,,1 +deanpa01,1938,1,SLN,NL,5,11,1,2,0,0,0,0,0,,0,1,,0,0,,1 +demarfr02,1938,1,CHN,NL,129,476,63,130,15,7,8,62,1,,45,34,,4,7,,17 +derripa01,1938,1,CIN,NL,41,119,8,21,1,0,2,15,0,,2,24,,0,4,,4 +desauge01,1938,1,BOS,AL,108,333,47,97,16,2,2,48,1,1,57,31,,1,11,, +deshoji01,1938,1,WS1,AL,31,46,5,12,0,2,0,7,0,0,1,4,,0,1,, +dickebi01,1938,1,NYA,AL,132,454,84,142,27,4,27,115,3,0,75,22,,2,1,, +dickmem01,1938,1,BOS,AL,32,35,8,10,2,0,1,3,0,0,5,9,,0,2,, +dicksjo01,1938,1,PIT,NL,29,35,3,8,0,0,0,4,3,,8,5,,0,0,,0 +dietrbi01,1938,1,CHA,AL,8,16,3,1,0,0,0,0,0,0,2,5,,0,0,, +dimagjo01,1938,1,NYA,AL,145,599,129,194,32,13,32,140,6,1,59,21,,2,0,, +dimagvi01,1938,1,BSN,NL,150,540,71,123,28,3,14,61,11,,65,134,,2,4,,4 +doerrbo01,1938,1,BOS,AL,145,509,70,147,26,7,5,80,5,10,59,39,,0,22,, +dollar01,1938,1,BSN,NL,3,1,0,1,0,0,0,0,0,,0,0,,0,0,,0 +donalat01,1938,1,NYA,AL,2,6,1,1,0,0,0,0,0,0,0,0,,0,0,, +durocle01,1938,1,BRO,NL,141,479,41,105,18,5,1,56,3,,47,30,,3,3,,9 +dykesji01,1938,1,CHA,AL,26,89,9,27,4,2,2,13,0,0,10,8,,0,0,, +earleto01,1938,1,BSN,NL,2,4,0,0,0,0,0,0,0,,0,0,,0,0,,0 +eastepa01,1938,1,PHA,AL,4,7,1,2,0,0,0,0,0,0,1,2,,0,0,, +eisenha01,1938,1,DET,AL,32,36,4,5,0,0,0,1,0,0,4,16,,0,5,, +engligi01,1938,1,BSN,NL,53,165,17,41,6,0,2,21,1,,15,16,,1,1,,7 +engliwo01,1938,1,BRO,NL,34,72,9,18,2,0,0,7,2,,8,11,,1,0,,2 +epperal01,1938,1,CHN,NL,9,8,2,2,1,0,0,5,0,,2,3,,0,0,,0 +eppsha01,1938,1,SLN,NL,17,50,8,15,0,0,1,3,2,,2,4,,0,1,,0 +erricdi01,1938,1,BSN,NL,34,35,2,4,0,0,0,1,0,,3,8,,0,5,,0 +ettenni01,1938,1,PHA,AL,22,81,6,21,6,2,0,11,1,0,9,7,,0,0,, +feinbed01,1938,1,PHI,NL,10,20,0,3,0,0,0,0,0,,0,1,,0,0,,0 +fellebo01,1938,1,CLE,AL,39,94,6,17,3,1,0,13,0,1,11,32,,0,9,, +ferreri01,1938,1,WS1,AL,135,411,55,120,24,5,1,58,1,0,75,17,,0,9,, +ferrewe01,1938,1,WS1,AL,26,49,6,11,2,0,1,6,0,0,15,7,,0,6,, +ferrewe01,1938,2,NYA,AL,5,12,1,2,1,0,0,1,0,0,1,4,,0,0,, +fettelo01,1938,1,BSN,NL,33,85,4,16,2,1,0,4,0,,0,9,,0,2,,2 +finnelo01,1938,1,PHA,AL,122,454,61,125,21,12,10,48,5,8,39,25,,0,9,, +fitzsfr01,1938,1,BRO,NL,27,70,8,12,2,0,0,4,0,,4,14,,0,4,,1 +fletcel01,1938,1,BSN,NL,147,529,71,144,24,7,6,48,5,,60,40,,4,3,,13 +fordge02,1938,1,CHA,AL,4,6,0,1,0,0,0,0,0,0,0,2,,0,0,, +foxpe01,1938,1,DET,AL,155,634,91,186,35,10,7,96,16,7,31,39,,2,8,, +foxxji01,1938,1,BOS,AL,149,565,139,197,33,9,50,175,5,4,119,76,,0,1,, +frankfr02,1938,1,BRO,NL,31,26,2,4,0,0,0,2,0,,1,6,,0,3,,0 +frencla01,1938,1,CHN,NL,43,62,7,13,3,1,0,7,0,,5,9,,0,6,,3 +freylo01,1938,1,CIN,NL,124,501,76,133,26,6,4,36,4,,49,50,,0,7,,1 +gablefr01,1938,1,BSN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gablefr01,1938,2,CHA,AL,18,21,1,5,1,0,0,2,0,0,0,5,,0,0,, +gaddyjo01,1938,1,BRO,NL,2,6,0,0,0,0,0,0,0,,1,4,,0,0,,0 +gaffkfa01,1938,1,BOS,AL,15,10,2,1,0,0,0,1,0,0,3,2,,0,0,, +galanau01,1938,1,CHN,NL,110,395,52,113,16,9,6,69,8,,49,17,,2,3,,7 +galehde01,1938,1,CLE,AL,36,39,5,6,0,0,0,0,0,0,2,13,,0,0,, +gamblle01,1938,1,CIN,NL,53,75,13,24,3,1,0,5,0,,0,6,,0,2,,1 +garbabo01,1938,1,CHN,NL,23,54,2,14,0,0,0,5,0,,1,0,,0,1,,5 +garmsde01,1938,1,BSN,NL,117,428,62,135,19,1,0,47,4,,34,22,,4,8,,10 +gehrich01,1938,1,DET,AL,152,568,133,174,32,5,20,107,14,1,113,21,,4,3,, +gehrilo01,1938,1,NYA,AL,157,576,115,170,32,6,29,114,6,1,107,75,,5,1,, +georggr01,1938,1,BRO,NL,7,20,0,4,0,1,0,2,0,,0,4,,0,0,,1 +georgos01,1938,1,NY1,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gerlajo01,1938,1,CHA,AL,9,25,2,7,0,0,0,1,0,0,4,2,,0,1,, +gickge01,1938,1,CHA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gillge01,1938,1,DET,AL,24,57,4,6,1,1,0,1,0,0,0,15,,0,5,, +giulito01,1938,1,WS1,AL,46,115,10,25,4,0,0,15,1,0,8,3,,0,5,, +glennjo02,1938,1,NYA,AL,41,123,10,32,7,2,0,25,1,0,10,14,,0,0,, +gomezle01,1938,1,NYA,AL,32,86,5,13,2,0,0,7,0,0,4,18,,0,9,, +goodmiv01,1938,1,CIN,NL,145,568,103,166,27,10,30,92,3,,53,51,,15,12,,10 +gordojo01,1938,1,NYA,AL,127,458,83,117,24,7,25,97,11,3,56,72,,3,3,, +gormaho01,1938,1,PHI,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,,0 +gosligo01,1938,1,WS1,AL,38,57,6,9,3,0,2,8,0,0,8,5,,0,0,, +gracejo01,1938,1,SLA,AL,12,47,7,16,1,0,0,4,0,1,2,3,,0,0,, +greenha01,1938,1,DET,AL,155,556,144,175,23,4,58,146,7,5,119,92,,3,3,, +grimeos01,1938,1,CLE,AL,4,10,2,2,0,1,0,2,0,0,2,0,,0,0,, +grissle01,1938,1,CIN,NL,14,16,1,3,0,0,0,1,0,,0,4,,0,0,,0 +grovele01,1938,1,BOS,AL,24,54,8,8,0,0,0,8,0,0,7,25,,0,7,, +grysksi01,1938,1,SLA,AL,7,21,3,10,2,1,0,4,0,0,3,3,,0,0,, +gumbeha01,1938,1,NY1,NL,40,84,3,13,1,1,0,4,0,,0,25,,0,3,,2 +gumpera01,1938,1,PHA,AL,4,4,1,1,0,0,0,1,0,0,1,1,,0,0,, +guttedo01,1938,1,SLN,NL,142,552,61,141,21,15,9,64,14,,29,49,,0,3,,9 +haasbe01,1938,1,BRO,NL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,,0 +haasmu01,1938,1,PHA,AL,40,78,7,16,2,0,0,12,0,0,12,10,,0,3,, +hackst01,1938,1,CHN,NL,152,609,109,195,34,11,4,67,16,,94,39,,0,4,,6 +hadlebu01,1938,1,NYA,AL,29,54,3,5,0,0,0,4,0,0,11,15,,0,3,, +haleod01,1938,1,CLE,AL,130,496,69,138,32,2,8,69,8,1,44,39,,1,18,, +hallabi01,1938,1,PHI,NL,21,26,3,5,1,0,0,0,0,,1,9,,0,0,,1 +hamlilu01,1938,1,BRO,NL,44,78,3,11,1,1,0,4,0,,2,16,,0,4,,3 +handlle01,1938,1,PIT,NL,139,570,91,153,25,8,6,51,7,,53,31,,1,5,,13 +hardeme01,1938,1,CLE,AL,39,88,3,10,2,0,0,6,0,0,4,31,,0,2,, +harrera01,1938,1,SLN,NL,32,10,1,0,0,0,0,0,0,,0,4,,0,0,,0 +harribi01,1938,1,BOS,AL,13,28,4,6,0,0,0,5,0,0,1,3,,0,2,, +harribo01,1938,1,DET,AL,3,3,1,1,0,0,0,0,0,0,1,2,,0,0,, +harshsa01,1938,1,SLA,AL,11,24,2,7,0,0,0,0,0,0,3,2,,0,2,, +hartnga01,1938,1,CHN,NL,88,299,40,82,19,1,10,59,1,,48,17,,3,3,,9 +haslimi01,1938,1,NY1,NL,31,102,13,33,3,0,3,15,0,,4,4,,2,1,,2 +hassebu01,1938,1,BRO,NL,115,335,49,98,11,6,0,40,3,,32,19,,1,8,,9 +hassoge01,1938,1,PHA,AL,19,69,10,19,6,2,1,12,0,0,12,7,,0,1,, +hayesfr01,1938,1,PHA,AL,99,316,56,92,19,3,11,55,2,3,54,51,,1,2,, +hayesja02,1938,1,CHA,AL,62,238,40,78,21,2,1,20,3,2,24,6,,0,7,, +haywora01,1938,1,DET,AL,8,19,1,4,0,0,0,5,1,0,3,4,,0,0,, +haywora01,1938,2,BRO,NL,5,4,0,0,0,0,0,0,0,,1,1,,0,0,,0 +heathje01,1938,1,CLE,AL,126,502,104,172,31,18,21,112,3,1,33,55,,0,3,, +heathto01,1938,1,SLA,AL,70,194,22,44,13,0,2,22,0,1,35,24,,0,7,, +heffndo01,1938,1,SLA,AL,141,473,47,116,23,3,2,69,1,1,65,53,,4,12,, +heintke01,1938,1,PIT,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +helfha01,1938,1,CLE,AL,6,13,1,1,0,0,0,1,0,0,1,1,,0,0,, +hemslro01,1938,1,CLE,AL,66,203,27,60,11,3,2,28,1,1,23,14,,0,4,, +henrito01,1938,1,NYA,AL,131,471,109,127,24,7,22,91,6,2,92,32,,2,10,, +henshro01,1938,1,SLN,NL,27,41,1,9,0,0,0,2,0,,1,6,,0,1,,3 +hermabi01,1938,1,CHN,NL,152,624,86,173,34,7,1,56,3,,59,31,,2,11,,24 +hershwi01,1938,1,CIN,NL,49,105,12,29,3,1,0,12,1,,5,6,,1,1,,1 +heussed01,1938,1,PHI,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hevinjo02,1938,1,CLE,AL,3,1,0,0,0,0,0,0,0,0,0,1,,0,0,, +hevinjo02,1938,2,BOS,AL,16,30,2,4,1,0,0,2,0,0,1,7,,0,3,, +higbeki01,1938,1,CHN,NL,2,3,0,0,0,0,0,0,0,,0,1,,0,0,,0 +higgipi01,1938,1,BOS,AL,139,524,77,159,29,5,5,106,10,9,71,55,,1,7,, +hildeor01,1938,1,SLA,AL,24,59,3,15,2,0,0,5,0,0,2,6,,0,4,, +hitchji01,1938,1,BSN,NL,28,76,2,13,0,0,0,7,1,,2,11,,0,1,,2 +hoagmy01,1938,1,NYA,AL,85,267,28,74,14,3,0,48,4,3,25,31,,2,4,, +hockeor01,1938,1,BRO,NL,21,70,8,23,5,1,1,8,0,,4,9,,0,0,,0 +hogsech01,1938,1,WS1,AL,32,23,3,7,2,1,0,1,0,0,2,3,,0,0,, +hollial01,1938,1,CIN,NL,9,12,1,3,1,0,0,0,0,,0,1,,0,0,,2 +hollial01,1938,2,PHI,NL,24,67,5,15,1,0,0,4,0,,0,4,,0,1,,2 +hoytwa01,1938,1,BRO,NL,6,3,0,0,0,0,0,0,0,,1,1,,0,0,,1 +hubbeca01,1938,1,NY1,NL,24,58,3,9,0,0,0,3,1,,1,5,,0,10,,0 +hudliwi01,1938,1,CLE,AL,29,43,1,5,2,0,0,2,0,1,3,14,,0,2,, +hudsojo01,1938,1,BRO,NL,135,498,59,130,21,5,2,37,7,,39,76,,0,9,,20 +hughero01,1938,1,SLA,AL,58,96,16,27,3,0,2,13,3,0,12,11,,0,1,, +humphbi01,1938,1,BOS,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +humphjo02,1938,1,CLE,AL,45,29,2,3,2,0,0,1,0,0,1,10,,1,2,, +hutchir01,1938,1,BSN,NL,36,52,5,9,0,0,0,2,0,,1,12,,0,2,,3 +irwinto01,1938,1,CLE,AL,3,9,1,1,0,0,0,0,0,0,3,1,,0,0,, +jensewo01,1938,1,PIT,NL,68,125,12,25,4,0,0,10,0,,1,3,,1,2,,3 +johnsbo01,1938,1,PHA,AL,152,563,114,176,27,9,30,113,9,8,87,73,,2,0,, +johnsfr01,1938,1,SLA,AL,17,25,2,6,0,0,0,3,0,0,0,2,,0,1,, +johnsro02,1938,1,BSN,NL,7,29,2,5,0,0,0,1,1,,1,5,,0,0,,0 +johnssi01,1938,1,SLN,NL,6,1,0,0,0,0,0,0,0,,0,1,,0,1,,0 +johnssy01,1938,1,PHI,NL,22,29,0,1,0,0,0,0,0,,2,10,,0,1,,2 +jordabu01,1938,1,CIN,NL,9,7,0,2,0,0,0,0,0,,2,0,,0,0,,0 +jordabu01,1938,2,PHI,NL,87,310,31,93,18,1,0,18,1,,17,4,,0,3,,7 +jorgear01,1938,1,NYA,AL,9,17,3,4,2,0,0,2,0,0,3,3,,0,1,, +jungeke01,1938,1,CLE,AL,9,5,0,0,0,0,0,0,0,0,0,4,,0,0,, +jurgebi01,1938,1,CHN,NL,137,465,53,114,18,3,1,47,3,,58,53,,5,12,,22 +kahlebo01,1938,1,BSN,NL,8,3,2,1,0,0,0,0,0,,0,0,,0,0,,0 +kampoal01,1938,1,CIN,NL,21,74,13,19,1,0,2,7,0,,10,13,,1,1,,4 +kampoal01,1938,2,NY1,NL,82,268,35,66,9,1,5,37,0,,27,50,,1,2,,7 +kaneto01,1938,1,BSN,NL,2,2,0,0,0,0,0,0,0,,2,0,,0,0,,1 +kelleha01,1938,1,PHA,AL,4,2,0,0,0,0,0,0,0,0,0,0,,0,0,, +kelleha01,1938,2,WS1,AL,38,48,4,12,0,0,0,8,0,0,1,4,,0,1,, +kelleha02,1938,1,PHI,NL,6,2,0,1,0,0,0,0,0,,0,1,,0,0,,0 +keltnke01,1938,1,CLE,AL,149,576,86,159,31,9,26,113,4,3,33,75,,3,7,, +kennear01,1938,1,BSN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kenneve01,1938,1,DET,AL,37,79,10,23,3,0,0,8,0,0,1,11,,0,7,, +kimbane01,1938,1,CHN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kimbeha01,1938,1,SLA,AL,1,1,0,0,0,0,0,0,0,0,0,0,,0,2,, +kleinch01,1938,1,PHI,NL,129,458,53,113,22,2,8,61,7,,38,30,,0,4,,7 +kleinte01,1938,1,CIN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +klingbo01,1938,1,PIT,NL,28,60,5,10,0,0,0,3,0,,2,13,,0,1,,1 +knickbi01,1938,1,NYA,AL,46,128,15,32,8,3,1,21,0,0,11,10,,0,4,, +knottja01,1938,1,SLA,AL,7,10,0,1,0,0,0,0,0,0,0,7,,0,1,, +knottja01,1938,2,CHA,AL,20,40,0,5,0,0,0,2,0,0,2,19,,0,7,, +kohlmjo01,1938,1,WS1,AL,7,3,0,0,0,0,0,0,0,0,0,0,,0,0,, +koyer01,1938,1,BRO,NL,142,521,78,156,29,13,11,76,15,,38,76,,4,11,,11 +krakajo01,1938,1,WS1,AL,29,33,7,6,2,0,0,1,0,0,4,12,,0,3,, +kreevmi01,1938,1,CHA,AL,129,489,73,145,26,12,6,73,13,5,55,23,,3,4,, +kressre01,1938,1,SLA,AL,150,566,74,171,33,3,7,79,5,4,69,47,,0,9,, +kristho01,1938,1,SLN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kronejo01,1938,1,CLE,AL,51,117,13,29,16,0,1,17,0,1,19,6,,0,1,, +kuheljo01,1938,1,CHA,AL,117,412,67,110,27,4,8,51,9,7,72,35,,0,8,, +laabsch01,1938,1,DET,AL,64,211,26,50,7,3,7,37,3,2,15,52,,0,3,, +lamaswa01,1938,1,PHI,NL,18,22,8,9,3,0,0,4,0,,2,5,,0,3,,0 +lamaswa01,1938,2,BRO,NL,5,6,0,1,0,0,0,0,0,,0,1,,0,0,,1 +landrje01,1938,1,CHA,AL,4,6,0,0,0,0,0,1,0,0,0,2,,0,0,, +langdo01,1938,1,CIN,NL,21,50,5,13,3,1,1,11,0,,2,7,,0,0,,3 +laniema01,1938,1,SLN,NL,18,10,1,1,0,0,0,0,0,,1,0,,0,0,,0 +lannijo01,1938,1,BSN,NL,32,48,6,9,0,0,0,3,0,,0,10,,0,2,,1 +lannito01,1938,1,PHI,NL,3,1,0,1,0,0,0,0,0,,0,0,,0,0,,0 +laryly01,1938,1,CLE,AL,141,568,94,152,36,4,3,51,23,6,88,65,,0,5,, +lavagco01,1938,1,BRO,NL,137,487,68,133,34,6,6,79,15,,68,31,,2,5,,12 +lawsoro01,1938,1,DET,AL,27,45,1,2,0,0,0,1,0,0,1,9,,0,1,, +lazzeto01,1938,1,CHN,NL,54,120,21,32,5,0,5,23,0,,22,30,,0,1,,5 +leebi02,1938,1,CHN,NL,44,101,10,20,3,1,0,13,1,,4,20,,0,7,,3 +leeth01,1938,1,CHA,AL,34,97,14,25,3,1,4,16,0,0,0,23,,0,4,, +lefebbi01,1938,1,BOS,AL,1,1,1,1,0,0,1,1,0,0,0,0,,0,0,, +leibeha01,1938,1,NY1,NL,98,360,50,97,18,4,12,65,0,,31,45,,0,3,,5 +leonadu02,1938,1,WS1,AL,33,82,10,19,3,2,0,5,0,0,2,12,,0,2,, +leslisa01,1938,1,NY1,NL,76,154,12,39,7,1,1,16,0,,11,6,,1,0,,4 +lewisbu01,1938,1,WS1,AL,151,656,122,194,35,9,12,91,17,9,58,35,,1,9,, +liebhgl02,1938,1,SLA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +linkeed01,1938,1,SLA,AL,21,10,0,2,0,0,0,2,0,0,2,3,,0,0,, +livinmi01,1938,1,WS1,AL,2,4,0,3,2,0,0,1,0,0,0,1,,0,0,, +lodigda01,1938,1,PHA,AL,93,325,36,91,15,1,6,44,3,0,34,25,,7,6,, +loganbo01,1938,1,CHN,NL,14,3,0,0,0,0,0,0,0,,0,0,,0,0,,0 +lohrmbi01,1938,1,NY1,NL,31,49,2,4,1,0,0,1,0,,1,21,,0,3,,3 +lombaer01,1938,1,CIN,NL,129,489,60,167,30,1,19,95,0,,40,14,,0,0,,30 +lopezal01,1938,1,BSN,NL,71,236,19,63,6,1,1,14,5,,11,24,,2,7,,9 +lucadjo01,1938,1,SLA,AL,7,20,1,3,1,0,0,0,0,0,0,0,,0,0,, +lucasre01,1938,1,PIT,NL,33,46,1,5,0,0,0,2,0,,3,2,,0,2,,1 +lyonste01,1938,1,CHA,AL,24,72,9,14,2,0,0,4,0,0,2,9,,0,3,, +macfada01,1938,1,BSN,NL,29,77,2,9,1,0,0,1,0,,1,19,,0,2,,1 +mackra01,1938,1,CLE,AL,2,6,2,2,0,1,0,2,0,0,0,1,,0,0,, +maconma01,1938,1,SLN,NL,46,36,5,11,0,0,0,3,0,,2,4,,0,1,,0 +maggeha02,1938,1,BSN,NL,66,89,12,25,3,0,3,19,0,,10,20,,0,0,,3 +mancugu01,1938,1,NY1,NL,52,158,19,55,8,0,2,15,0,,17,13,,0,3,,4 +manushe01,1938,1,BRO,NL,17,51,9,12,3,1,0,6,1,,5,4,,0,0,,2 +manushe01,1938,2,PIT,NL,15,13,2,4,1,1,0,4,0,,2,0,,0,0,,1 +marcujo01,1938,1,BOS,AL,19,37,3,5,0,0,0,3,0,0,6,9,,0,0,, +marrobu01,1938,1,BRO,NL,15,1,0,0,0,0,0,0,0,,0,0,,0,0,,0 +martihe01,1938,1,PHI,NL,120,466,58,139,36,6,3,39,8,,34,48,,1,7,,14 +martijo03,1938,1,CHA,AL,1,0,0,0,0,0,0,0,0,0,0,0,,0,0,, +martipe01,1938,1,SLN,NL,91,269,34,79,18,2,2,38,4,,18,34,,1,2,,2 +martist01,1938,1,SLN,NL,114,417,54,116,26,2,1,27,4,,30,28,,1,12,,4 +martyjo01,1938,1,CHN,NL,76,235,32,57,8,3,7,35,0,,18,26,,3,5,,9 +mattibo01,1938,1,CHN,NL,1,1,0,1,0,0,0,1,0,,0,0,,0,0,,0 +mayoed01,1938,1,BSN,NL,8,14,2,3,0,0,1,4,0,,1,0,,0,0,,1 +mazzeme01,1938,1,SLA,AL,86,204,33,57,8,2,6,29,1,1,12,25,,3,3,, +mccarjo03,1938,1,NY1,NL,134,470,55,128,13,4,8,59,3,,39,28,,1,7,,6 +mccorfr01,1938,1,CIN,NL,151,640,89,209,40,4,5,106,1,,18,17,,3,10,,15 +mccoybe01,1938,1,DET,AL,7,15,2,3,1,0,0,0,0,0,1,2,,0,0,, +mcgeebi01,1938,1,SLN,NL,47,67,4,14,2,0,0,2,0,,3,7,,1,4,,1 +mckaiar01,1938,1,BOS,AL,37,31,3,2,1,0,0,1,0,0,3,9,,0,2,, +mcleora01,1938,1,BSN,NL,6,7,1,2,1,0,0,0,0,,0,2,,0,0,,1 +mcnaier01,1938,1,BOS,AL,46,96,9,15,1,1,0,7,0,1,3,6,,0,1,, +mcquige02,1938,1,SLA,AL,148,602,100,195,42,7,12,82,4,5,58,49,,1,13,, +mcquigl01,1938,1,SLA,AL,43,116,14,33,4,0,0,13,0,1,4,12,,0,2,, +medwijo01,1938,1,SLN,NL,146,590,100,190,47,8,21,122,0,,42,41,,2,0,,21 +meltocl01,1938,1,NY1,NL,36,80,7,14,2,0,0,6,0,,2,14,,0,13,,1 +mesnest01,1938,1,CHN,NL,2,4,2,1,0,0,0,0,0,,1,1,,0,0,,0 +meyerge01,1938,1,CHA,AL,24,81,10,24,2,2,0,9,3,1,11,17,,1,2,, +midkidi01,1938,1,BOS,AL,13,10,1,2,1,0,0,1,0,0,0,2,,0,0,, +millsbu01,1938,1,SLA,AL,123,466,66,133,24,4,3,46,7,8,43,46,,3,8,, +millsle01,1938,1,SLA,AL,30,66,8,6,1,0,0,3,0,0,11,18,,0,5,, +milnaal01,1938,1,CLE,AL,24,26,2,4,1,0,1,2,0,0,0,5,,0,0,, +mizejo01,1938,1,SLN,NL,149,531,85,179,34,16,27,102,0,,74,47,,4,0,,14 +montere01,1938,1,WS1,AL,5,6,0,3,0,0,0,1,0,0,0,0,,0,1,, +moorege03,1938,1,BSN,NL,54,180,27,49,8,3,3,19,1,,16,20,,2,0,,3 +moorejo02,1938,1,NY1,NL,125,506,76,153,23,6,11,56,2,,22,27,,3,0,,2 +moorete01,1938,1,SLN,NL,94,312,49,85,21,3,4,21,9,,46,19,,0,9,,6 +moorewh01,1938,1,CIN,NL,19,26,2,2,0,0,0,0,0,,0,5,,0,1,,1 +moranhi01,1938,1,BSN,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,,0 +morgach01,1938,1,DET,AL,74,306,50,87,6,1,0,27,5,6,20,12,,1,6,, +moseswa01,1938,1,PHA,AL,142,589,86,181,29,8,8,49,15,5,58,31,,0,3,, +muellhe02,1938,1,PHI,NL,136,444,53,111,12,4,4,34,2,,64,43,,1,8,,6 +muellra01,1938,1,BSN,NL,83,274,23,65,8,6,4,35,3,,16,28,,1,5,,6 +mulcahu01,1938,1,PHI,NL,47,94,6,16,2,0,0,5,0,,2,15,,0,7,,1 +mungova01,1938,1,BRO,NL,32,47,5,9,1,0,0,4,1,,7,14,,0,4,,0 +murphjo04,1938,1,NYA,AL,32,32,4,2,1,0,0,2,1,0,1,13,,0,2,, +myattge01,1938,1,NY1,NL,43,170,27,52,2,1,3,10,10,,14,13,,1,5,,5 +myerbu01,1938,1,WS1,AL,127,437,79,147,22,8,6,71,9,5,93,32,,1,3,, +myersbi01,1938,1,CIN,NL,134,442,57,112,18,6,12,47,2,,41,80,,0,10,,9 +myersly01,1938,1,SLN,NL,70,227,18,55,10,2,1,19,9,,9,25,,0,3,,2 +nahemsa01,1938,1,BRO,NL,1,5,1,2,0,0,0,1,0,,0,1,,0,0,,0 +nelsoly01,1938,1,PHA,AL,67,112,12,31,0,0,0,15,0,0,7,12,,0,0,, +newsobo01,1938,1,SLA,AL,46,124,9,31,4,0,0,16,0,0,1,21,,0,14,, +newsosk01,1938,1,PHA,AL,17,48,7,13,4,0,0,7,1,1,1,4,,0,2,, +niggejo01,1938,1,BSN,NL,2,0,0,0,0,0,0,0,0,,1,0,,0,0,,0 +nonnere01,1938,1,BOS,AL,87,180,37,51,4,1,0,18,6,1,21,13,,0,3,, +odeake01,1938,1,CHN,NL,86,247,22,65,12,1,3,33,1,,12,18,,0,3,,9 +olsonte01,1938,1,BOS,AL,2,1,0,0,0,0,0,0,0,0,0,0,,0,0,, +osterfr01,1938,1,BOS,AL,33,74,7,16,4,1,0,9,0,0,4,8,,0,3,, +ottme01,1938,1,NY1,NL,150,527,116,164,23,6,36,116,2,,118,47,,5,2,,8 +outlaji01,1938,1,CIN,NL,4,0,1,0,0,0,0,0,0,,0,0,,0,0,,0 +owenma01,1938,1,CHA,AL,141,577,84,162,23,6,6,55,6,4,45,31,,4,5,, +owenmi01,1938,1,SLN,NL,122,397,45,106,25,2,4,36,2,,32,14,,2,2,,15 +padgedo01,1938,1,SLN,NL,110,388,59,105,26,5,8,65,0,,18,28,,0,1,,12 +pageva01,1938,1,CHN,NL,13,26,2,4,0,0,0,1,0,,0,7,,0,1,,1 +parkeac01,1938,1,PHA,AL,56,113,12,26,5,0,0,12,1,2,10,16,,0,5,, +passecl01,1938,1,PHI,NL,45,80,4,13,1,0,0,3,0,,2,27,,0,4,,1 +peacojo01,1938,1,BOS,AL,72,195,29,59,7,1,1,39,4,1,17,4,,0,2,, +pearsmo01,1938,1,NYA,AL,28,76,8,13,4,0,0,6,1,0,7,7,,0,3,, +peterru02,1938,1,PHA,AL,2,7,0,0,0,0,0,0,0,0,0,1,,0,0,, +phebubi01,1938,1,WS1,AL,5,1,0,0,0,0,0,0,0,0,0,0,,0,0,, +phelpba01,1938,1,BRO,NL,66,208,33,64,12,2,5,46,2,,23,15,,1,0,,9 +pietto01,1938,1,DET,AL,41,80,9,17,6,0,0,14,2,4,15,11,,2,0,, +pitkoal01,1938,1,PHI,NL,7,19,2,6,1,0,0,2,1,,3,3,,0,2,,1 +poffebo01,1938,1,DET,AL,25,44,0,8,0,0,0,2,0,0,2,9,,0,1,, +posedbi01,1938,1,BRO,NL,33,44,3,10,1,0,0,1,0,,2,8,,0,4,,1 +pottedy01,1938,1,BRO,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pottene01,1938,1,PHA,AL,38,39,1,10,1,0,0,6,0,0,1,3,,0,1,, +powelja03,1938,1,NYA,AL,45,164,27,42,12,1,2,20,3,1,15,20,,2,2,, +powerle01,1938,1,NY1,NL,2,3,0,0,0,0,0,0,0,,0,1,,0,0,,0 +pressto01,1938,1,BRO,NL,43,63,5,9,1,0,0,4,0,,6,10,,0,1,,0 +pytlafr01,1938,1,CLE,AL,113,364,46,112,14,7,1,43,9,5,36,15,,4,2,, +radclri01,1938,1,CHA,AL,129,503,64,166,23,6,5,81,5,7,36,17,,1,5,, +rebelar01,1938,1,PHI,NL,7,9,2,2,0,0,0,1,0,,1,1,,0,0,,1 +reisbo01,1938,1,BSN,NL,34,49,6,9,0,0,0,4,1,,1,3,,0,2,,1 +reisto01,1938,1,PHI,NL,4,2,0,0,0,0,0,0,0,,0,1,,0,0,,0 +reisto01,1938,2,BSN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reninji01,1938,1,PHA,AL,4,7,1,0,0,0,0,0,0,0,2,2,,0,0,, +rensato01,1938,1,CHA,AL,59,165,15,41,5,0,3,19,1,1,25,16,,1,0,, +reynoca01,1938,1,CHN,NL,125,497,59,150,28,10,3,67,9,,22,32,,3,8,,10 +richano01,1938,1,CIN,NL,35,100,8,29,4,0,0,10,0,,3,4,,0,3,,2 +riddljo02,1938,1,BSN,NL,19,57,6,16,1,0,0,2,0,,4,2,,0,0,,0 +riggsle01,1938,1,CIN,NL,142,531,53,134,21,13,2,55,3,,40,28,,5,13,,10 +rignejo01,1938,1,CHA,AL,38,55,1,8,1,0,0,4,0,0,1,17,,0,3,, +ripplji01,1938,1,NY1,NL,134,501,68,131,21,3,10,60,2,,49,21,,5,14,,19 +rizzojo01,1938,1,PIT,NL,143,555,97,167,31,9,23,111,1,,54,61,,5,3,,16 +roepr01,1938,1,SLN,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,,0 +rogaljo01,1938,1,DET,AL,2,2,0,0,0,0,0,0,0,0,0,0,,0,0,, +rogelbi01,1938,1,DET,AL,136,501,76,130,22,8,3,55,9,2,86,37,,5,5,, +rogerle01,1938,1,BOS,AL,14,6,1,0,0,0,0,0,0,0,2,1,,0,0,, +rogerle01,1938,2,BRO,NL,14,1,0,0,0,0,0,0,0,,2,0,,0,0,,0 +rogerpa01,1938,1,BRO,NL,23,37,3,7,1,1,0,5,0,,6,6,,0,0,,3 +rolfere01,1938,1,NYA,AL,151,631,132,196,36,8,10,80,13,1,74,44,,3,6,, +rootch01,1938,1,CHN,NL,44,48,2,8,1,0,0,3,0,,4,16,,0,1,,2 +rosengo01,1938,1,BRO,NL,138,473,75,133,17,11,4,51,0,,65,43,,0,3,,5 +rosenla01,1938,1,CHA,AL,61,105,14,30,5,1,1,12,0,1,12,13,,0,1,, +rossbu02,1938,1,PHA,AL,29,63,4,12,0,0,1,5,0,0,2,17,,1,5,, +rossdo01,1938,1,DET,AL,77,265,22,69,7,1,1,30,1,0,29,11,,0,3,, +rowesc01,1938,1,DET,AL,4,6,1,1,1,0,0,0,0,0,0,1,,0,1,, +ruffire01,1938,1,NYA,AL,45,107,12,24,4,1,3,17,0,0,17,21,,0,1,, +russeja01,1938,1,CHN,NL,42,32,4,7,1,1,0,3,0,,2,15,,0,1,,1 +russell01,1938,1,CLE,AL,2,0,0,0,0,0,0,0,0,0,0,0,,0,0,, +ryanbl01,1938,1,NY1,NL,12,24,1,5,0,0,0,0,0,,1,3,,0,1,,3 +rybami01,1938,1,SLN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +scharge01,1938,1,PHI,NL,117,390,47,93,16,4,1,29,11,,16,33,,0,9,,8 +schluno01,1938,1,CHA,AL,35,118,11,27,5,1,0,7,1,0,4,15,,0,0,, +schotge01,1938,1,CIN,NL,31,24,3,3,0,0,0,0,0,,1,4,,0,0,,1 +schumha02,1938,1,NY1,NL,36,67,12,16,1,0,2,6,0,,4,14,,1,1,,0 +seedsbo01,1938,1,NY1,NL,81,296,35,86,12,3,9,52,0,,20,33,,1,3,,8 +selkige01,1938,1,NYA,AL,99,335,58,85,12,5,10,62,9,4,68,52,,3,1,, +sewellu01,1938,1,CHA,AL,65,211,23,45,4,1,0,27,0,0,20,20,,1,4,, +sewelri01,1938,1,PIT,NL,17,12,0,1,0,0,0,0,0,,0,1,,0,0,,1 +sheame01,1938,1,BRO,NL,48,120,14,22,5,0,0,12,1,,28,20,,0,0,,2 +shoffmi01,1938,1,BSN,NL,27,57,2,12,2,1,0,4,0,,5,17,,0,0,,3 +shouncl01,1938,1,SLN,NL,40,31,2,8,0,0,0,3,0,,0,6,,0,2,,0 +siebedi01,1938,1,SLN,NL,1,1,0,1,0,0,0,0,0,,0,0,,0,0,,0 +siebedi01,1938,2,PHA,AL,48,194,24,55,8,3,0,28,2,3,10,9,,3,2,, +simmoal01,1938,1,WS1,AL,125,470,79,142,23,6,21,95,2,1,38,40,,2,2,, +singtfr01,1938,1,BRO,NL,17,53,10,19,6,1,2,5,1,,13,5,,1,1,,0 +sivespe01,1938,1,PHI,NL,39,32,0,6,0,0,0,2,0,,0,3,,0,1,,1 +slaugen01,1938,1,SLN,NL,112,395,59,109,20,10,8,58,1,,32,38,,0,4,,11 +smithal03,1938,1,PHI,NL,37,21,2,0,0,0,0,0,0,,4,4,,0,0,,2 +smithcl01,1938,1,CLE,AL,4,4,0,0,0,0,0,0,0,0,1,2,,0,0,, +smithda01,1938,1,PHA,AL,21,12,0,0,0,0,0,0,0,0,2,6,,0,0,, +smithed04,1938,1,PHA,AL,43,42,4,12,2,0,0,5,0,0,3,8,,0,2,, +soltemo01,1938,1,CLE,AL,67,199,30,40,6,3,2,22,4,1,13,28,,0,2,, +spencro01,1938,1,BRO,NL,16,45,2,12,1,1,0,6,0,,5,6,,0,0,,1 +sperrst01,1938,1,PHA,AL,60,253,28,69,6,3,0,27,1,2,15,9,,0,4,, +staintu01,1938,1,SLN,NL,6,10,2,0,0,0,0,0,0,,0,3,,0,1,,0 +staintu01,1938,2,PHI,NL,30,81,9,21,3,0,1,11,1,,3,3,,1,0,,1 +staintu01,1938,3,BRO,NL,35,104,15,34,6,3,0,20,1,,2,4,,1,2,,1 +steinha02,1938,1,CHA,AL,106,399,59,132,23,8,4,61,1,3,41,19,,0,4,, +steinju01,1938,1,PHI,NL,11,39,6,10,0,1,0,2,0,,2,4,,0,0,,0 +steinju01,1938,2,CIN,NL,11,18,3,6,1,0,0,1,0,,0,1,,0,1,,1 +stinele01,1938,1,NYA,AL,4,2,0,1,0,0,0,0,0,0,0,0,,0,0,, +stonejo01,1938,1,WS1,AL,56,213,24,52,12,4,3,28,2,1,30,16,,0,1,, +stovira01,1938,1,PHI,NL,10,10,1,0,0,0,0,0,0,,0,3,,0,0,,0 +stratmo01,1938,1,CHA,AL,27,79,17,21,5,0,2,10,0,0,2,9,,1,2,, +stripjo01,1938,1,SLN,NL,54,199,24,57,7,0,0,18,0,,18,10,,1,8,,7 +stripjo01,1938,2,BSN,NL,59,229,19,63,10,0,1,19,2,,10,7,,0,6,,4 +suchech01,1938,1,CLE,AL,1,1,0,1,1,0,0,0,0,0,0,0,,0,0,, +suhrgu01,1938,1,PIT,NL,145,530,82,156,35,14,3,64,4,,87,37,,0,8,,10 +sullibi04,1938,1,SLA,AL,111,375,35,104,16,1,7,49,8,5,20,10,,1,5,, +sundrst01,1938,1,NYA,AL,25,33,4,6,1,0,1,2,0,0,3,12,,0,2,, +sutclbu01,1938,1,BSN,NL,4,4,1,1,0,0,0,2,0,,2,1,,0,0,,1 +swiftbi01,1938,1,PIT,NL,36,50,3,10,3,0,1,6,0,,2,10,,0,2,,1 +taborji01,1938,1,BOS,AL,19,57,8,18,3,2,1,8,0,1,1,6,,0,1,, +tamulvi01,1938,1,SLA,AL,3,5,1,2,0,0,0,0,0,0,1,1,,0,0,, +tamulvi01,1938,2,BRO,NL,39,55,7,7,0,0,0,6,0,,3,4,,0,3,,2 +tebbebi01,1938,1,DET,AL,53,143,16,42,6,2,1,25,1,2,12,13,,0,3,, +theveto01,1938,1,PIT,NL,15,25,2,5,0,0,0,2,0,,4,0,,1,3,,0 +thomabu01,1938,1,PHA,AL,42,69,4,9,1,0,0,5,0,0,5,30,,0,7,, +thomara01,1938,1,BRO,NL,1,3,1,1,0,0,0,0,0,,0,0,,0,0,,0 +thompto02,1938,1,CHA,AL,19,18,2,2,0,0,0,2,0,0,1,2,,0,0,, +tietjle01,1938,1,SLA,AL,18,18,1,2,0,0,0,0,0,0,1,1,,0,3,, +tobinji01,1938,1,PIT,NL,56,103,8,25,6,1,0,11,0,,9,12,,1,1,,2 +toddal01,1938,1,PIT,NL,133,491,52,130,19,7,7,75,2,,18,31,,4,8,,25 +travice01,1938,1,WS1,AL,146,567,96,190,30,5,5,67,6,5,58,22,,4,13,, +treshmi01,1938,1,CHA,AL,10,29,3,7,2,0,0,2,0,0,8,4,,0,1,, +triplco01,1938,1,CHN,NL,12,36,4,9,2,1,0,2,0,,0,1,,0,0,,2 +troskha01,1938,1,CLE,AL,150,554,106,185,40,9,19,110,5,1,67,40,,1,4,, +trottbi01,1938,1,SLA,AL,1,2,1,0,0,0,0,0,0,0,1,0,,0,1,, +turneji01,1938,1,BSN,NL,35,96,5,22,4,0,0,5,0,,3,14,,2,4,,3 +uhlbo01,1938,1,CHA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vanatru01,1938,1,SLA,AL,25,30,2,4,2,0,0,1,1,0,0,7,,0,3,, +vancejo01,1938,1,NYA,AL,4,4,1,3,2,0,0,1,0,0,0,0,,0,0,, +vandehy01,1938,1,NY1,NL,6,4,0,0,0,0,0,0,0,,0,3,,0,0,,0 +vandejo01,1938,1,CIN,NL,33,83,6,15,0,0,0,2,0,,0,23,,0,5,,1 +vaughar01,1938,1,PIT,NL,148,541,88,174,35,5,7,68,14,,104,21,,2,3,,8 +vosmijo01,1938,1,BOS,AL,146,621,121,201,37,6,9,86,0,3,59,26,,2,7,, +wadeja01,1938,1,DET,AL,27,21,0,1,0,0,0,0,0,0,1,8,,0,0,, +wagnech01,1938,1,BOS,AL,13,12,2,2,0,0,0,0,0,0,0,2,,0,0,, +wagneha01,1938,1,PHA,AL,33,88,10,20,2,1,0,8,0,0,8,9,,1,3,, +walkedi02,1938,1,DET,AL,127,454,84,140,27,6,6,43,5,4,65,32,,1,6,, +walkege02,1938,1,CHA,AL,120,442,69,135,23,6,16,87,9,4,38,32,,0,1,, +walkuji02,1938,1,SLA,AL,18,29,0,4,0,0,0,1,0,0,0,8,,0,3,, +walshjo04,1938,1,BSN,NL,4,8,0,0,0,0,0,0,0,,0,2,,0,0,,1 +waltebu01,1938,1,PHI,NL,15,35,6,10,2,0,1,3,1,,1,5,,0,0,,1 +waltebu01,1938,2,CIN,NL,36,64,10,9,1,0,0,5,0,,7,18,,1,2,,1 +wanerll01,1938,1,PIT,NL,147,619,79,194,25,7,5,57,5,,28,11,,0,11,,12 +wanerpa01,1938,1,PIT,NL,148,625,77,175,31,6,6,69,2,,47,28,,1,7,,16 +warnelo01,1938,1,SLN,NL,31,71,5,23,3,0,0,6,0,,2,7,,0,3,,2 +warstra01,1938,1,BSN,NL,142,467,37,108,10,4,0,40,3,,48,38,,0,5,,15 +wasdeji01,1938,1,WS1,AL,53,140,19,33,2,1,2,16,5,2,12,12,,0,2,, +weathro01,1938,1,CLE,AL,83,210,32,55,14,3,2,18,8,5,14,14,,0,4,, +weaveji01,1938,1,SLA,AL,1,2,0,0,0,0,0,0,0,0,0,1,,0,0,, +weaveji01,1938,2,CIN,NL,30,44,2,9,1,0,0,1,0,,1,14,,0,4,,0 +weavemo01,1938,1,WS1,AL,31,45,5,12,0,1,0,2,0,0,5,6,,1,2,, +webbsk01,1938,1,CLE,AL,20,58,11,16,2,0,0,2,1,0,8,7,,0,0,, +weilabo01,1938,1,SLN,NL,35,80,7,11,0,0,0,1,0,,5,34,,0,10,,1 +weintph01,1938,1,PHI,NL,100,351,51,109,23,2,4,45,1,,64,43,,4,2,,10 +weirro01,1938,1,BSN,NL,5,3,1,1,0,0,0,0,0,,0,2,,0,0,,0 +werbebi01,1938,1,PHA,AL,134,499,92,129,22,7,11,69,19,15,93,37,,2,5,, +westdi01,1938,1,CIN,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,,0 +westma02,1938,1,BSN,NL,123,418,47,98,16,5,10,63,5,,38,38,,1,2,,11 +westsa01,1938,1,SLA,AL,44,165,17,51,8,2,1,27,1,0,14,9,,0,2,, +westsa01,1938,2,WS1,AL,92,344,51,104,19,5,5,47,1,1,33,21,,0,9,, +whiteea01,1938,1,CLE,AL,26,56,0,7,0,0,0,6,0,0,7,13,,0,0,, +whitejo01,1938,1,DET,AL,78,206,40,54,6,1,0,15,3,4,30,15,,1,3,, +whitejo02,1938,1,CHA,AL,32,60,3,6,0,0,0,5,0,0,5,15,,0,5,, +whitnpi01,1938,1,PHI,NL,102,300,27,83,9,1,3,38,0,,27,22,,0,5,,11 +wickeke01,1938,1,NYA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +willial02,1938,1,PHA,AL,30,25,0,1,0,0,0,0,0,0,2,9,,0,1,, +williwo01,1938,1,BRO,NL,20,51,6,17,1,1,0,6,1,,4,1,,0,1,,0 +wilsoja01,1938,1,BOS,AL,37,68,7,15,2,0,0,7,0,0,2,8,,0,6,, +wilsoji01,1938,1,PHI,NL,3,2,0,0,0,0,0,0,0,,0,1,,0,0,,0 +winfoji01,1938,1,BRO,NL,2,1,0,0,0,0,0,0,0,,1,1,,0,0,,0 +winseto01,1938,1,BRO,NL,12,30,6,9,1,0,1,7,0,,6,4,,0,1,,1 +wittijo01,1938,1,NY1,NL,13,10,0,0,0,0,0,0,0,,0,3,,0,1,,0 +workmch01,1938,1,CLE,AL,2,5,1,2,0,0,0,0,0,0,0,0,,0,0,, +wrighta01,1938,1,WS1,AL,100,263,37,92,18,10,2,36,1,2,13,17,,4,1,, +yorkru01,1938,1,DET,AL,135,463,85,138,27,2,33,127,1,2,92,74,,2,0,, +youngde02,1938,1,PHI,NL,108,340,27,78,13,2,0,31,0,,20,35,,2,15,,7 +youngpe01,1938,1,PIT,NL,149,562,58,156,36,5,4,79,7,,40,64,,3,5,,15 +zuberbi01,1938,1,CLE,AL,15,7,0,0,0,0,0,0,0,0,0,1,,0,1,, +adamsbu01,1939,1,SLN,NL,2,1,1,0,0,0,0,0,0,,0,0,,0,0,,0 +aderhmo01,1939,1,WS1,AL,7,25,5,5,0,0,1,4,0,1,2,6,,0,0,,0 +allenjo02,1939,1,CLE,AL,34,71,10,16,2,0,0,3,0,0,3,11,,0,2,,2 +almadme01,1939,1,SLA,AL,42,134,17,32,2,1,1,7,1,0,10,8,,0,2,,2 +almadme01,1939,2,BRO,NL,39,112,11,24,4,0,0,3,2,,9,17,,0,0,,2 +amblewa01,1939,1,PHA,AL,95,227,15,48,13,0,0,24,1,0,22,25,,0,14,,10 +andrena01,1939,1,SLN,NL,11,2,0,0,0,0,0,0,0,,0,2,,0,0,,0 +andrest01,1939,1,BSN,NL,13,26,1,6,0,0,0,1,0,,1,2,,0,0,,1 +applepe01,1939,1,WS1,AL,40,25,1,4,1,0,0,0,0,0,1,3,,0,3,,2 +applilu01,1939,1,CHA,AL,148,516,82,162,16,6,0,56,16,9,105,37,,0,9,,11 +arnovmo01,1939,1,PHI,NL,134,491,68,159,25,2,5,67,7,,58,28,,2,9,,10 +atwoobi01,1939,1,PHI,NL,4,6,0,0,0,0,0,1,1,,2,3,,0,0,,0 +aukerel01,1939,1,BOS,AL,31,53,6,12,1,0,2,3,0,0,1,14,,0,3,,0 +averiea01,1939,1,CLE,AL,24,55,8,15,8,0,1,7,0,1,6,12,,0,0,,0 +averiea01,1939,2,DET,AL,87,309,58,81,20,6,10,58,4,2,43,30,,1,11,,4 +bagbyji02,1939,1,BOS,AL,21,34,10,10,2,0,1,4,0,0,0,1,,1,2,,1 +barklre01,1939,1,BSN,NL,12,11,1,0,0,0,0,0,0,,1,2,,0,0,,0 +barnige01,1939,1,BSN,NL,6,5,1,0,0,0,0,0,0,,0,2,,0,0,,0 +barrefr01,1939,1,SLN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barrere01,1939,1,CIN,NL,2,1,0,0,0,0,0,0,0,,0,0,,0,0,,0 +bartedi01,1939,1,CHN,NL,105,336,37,80,24,2,3,34,6,,42,25,,7,10,,10 +bassdi01,1939,1,WS1,AL,1,2,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +batesbu01,1939,1,PHI,NL,15,58,8,15,2,0,1,2,1,,2,8,,0,2,,3 +bauerru01,1939,1,PIT,NL,15,19,1,4,0,0,0,0,0,,0,1,,0,1,,0 +beckbo01,1939,1,PHI,NL,34,68,3,9,3,0,0,3,0,,1,6,,0,4,,4 +beckmbi01,1939,1,PHA,AL,27,52,5,13,0,0,0,3,0,0,2,3,,0,6,,1 +bejmaol01,1939,1,CHA,AL,90,307,52,77,9,3,8,44,1,3,36,27,,1,10,,5 +bellbe01,1939,1,SLA,AL,11,32,4,7,1,0,1,5,0,0,4,3,,1,1,,1 +bellbe01,1939,2,DET,AL,54,134,14,32,4,2,0,24,0,1,24,16,,1,8,,6 +bellfe01,1939,1,PIT,NL,83,262,44,75,5,8,2,34,2,,42,18,,0,5,,4 +benjast01,1939,1,PHI,NL,12,50,4,7,2,1,0,2,1,,1,6,,0,1,,5 +bentoal01,1939,1,DET,AL,37,44,5,4,0,0,0,1,0,0,0,15,,1,7,,3 +berarjo01,1939,1,SLA,AL,126,468,42,120,24,5,5,58,6,2,37,36,,2,8,,10 +bergebo01,1939,1,BOS,AL,20,30,4,9,2,0,0,2,0,0,1,10,,0,2,,0 +bergewa01,1939,1,CIN,NL,97,329,36,85,15,1,14,44,1,,36,63,,5,4,,6 +bergmo01,1939,1,BOS,AL,14,33,3,9,1,0,1,5,0,0,2,3,,0,0,,1 +berrera01,1939,1,PIT,NL,81,231,22,53,6,1,0,16,1,,11,25,,1,8,,9 +bildiem01,1939,1,SLA,AL,2,5,0,0,0,0,0,0,0,0,1,1,,0,1,,0 +blantcy01,1939,1,PIT,NL,10,14,2,4,1,0,0,3,0,,0,3,,0,0,,0 +bloodji01,1939,1,WS1,AL,83,318,34,92,24,1,4,40,3,1,10,26,,1,5,,13 +bluegos01,1939,1,WS1,AL,18,59,5,9,0,0,0,3,1,0,7,2,,0,0,,2 +bollija01,1939,1,PHI,NL,69,211,27,61,11,0,3,13,6,,11,10,,0,0,,5 +bongini01,1939,1,CIN,NL,66,159,17,41,6,0,0,16,0,,9,8,,0,3,,1 +bonurze01,1939,1,NY1,NL,123,455,75,146,26,6,11,85,1,,46,22,,4,12,,22 +bordafr01,1939,1,CIN,NL,63,122,19,24,5,1,0,12,3,,9,10,,0,5,,1 +boudrlo01,1939,1,CLE,AL,53,225,42,58,15,4,0,19,2,1,28,24,,0,3,,5 +bowmabo01,1939,1,SLN,NL,51,47,2,4,1,0,0,1,0,,4,29,,0,5,,0 +bowmajo01,1939,1,PIT,NL,70,96,9,33,8,1,0,18,0,,5,9,,1,4,,1 +boyleha01,1939,1,CHA,AL,2,1,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +brackgi01,1939,1,PHI,NL,91,270,40,78,21,4,6,41,1,,26,49,,0,4,,4 +brancal01,1939,1,PHA,AL,21,68,12,14,5,0,1,8,1,0,8,4,,1,2,,3 +bremehe01,1939,1,SLN,NL,9,9,0,1,0,0,0,1,0,,0,2,,0,0,,0 +breuema01,1939,1,NYA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bridgto01,1939,1,DET,AL,29,71,11,14,2,0,0,6,0,0,8,24,,0,8,,0 +broacjo01,1939,1,CLE,AL,22,12,2,0,0,0,0,0,0,0,1,6,,0,0,,0 +browncl01,1939,1,CHA,AL,61,19,0,4,0,0,0,3,0,0,4,3,,0,4,,2 +brownji03,1939,1,SLN,NL,147,645,88,192,31,8,3,51,4,,32,18,,4,14,,10 +brownju01,1939,1,NY1,NL,31,11,2,4,0,0,0,1,0,,1,0,,0,0,,0 +brownma01,1939,1,PIT,NL,47,64,4,7,1,0,0,2,0,,1,11,,0,4,,1 +brubabi01,1939,1,PIT,NL,100,345,41,80,23,1,7,43,3,,29,51,,3,3,,10 +bruckea01,1939,1,PHA,AL,62,172,18,50,15,1,3,31,0,1,24,16,,1,2,,7 +brunero01,1939,1,PHI,NL,4,9,1,1,0,0,0,0,0,,0,4,,0,1,,1 +bryancl01,1939,1,CHN,NL,28,14,9,3,1,0,0,1,0,,1,1,,0,0,,0 +burkael01,1939,1,PHI,NL,5,1,1,1,1,0,0,1,0,,0,0,,0,0,,0 +butchma01,1939,1,PHI,NL,19,38,1,7,0,0,0,3,0,,0,6,,0,3,,1 +butchma01,1939,2,PIT,NL,14,31,4,3,1,0,0,0,0,,1,4,,0,3,,3 +callajo01,1939,1,BSN,NL,4,4,0,0,0,0,0,0,0,,1,3,,0,0,,0 +camildo01,1939,1,BRO,NL,157,565,105,164,30,12,26,104,1,,110,107,,4,5,,12 +campbbr01,1939,1,CLE,AL,130,450,84,129,23,13,8,72,7,6,67,48,,3,7,,6 +careyto02,1939,1,BOS,AL,54,161,17,39,6,2,0,20,0,0,3,9,,2,4,,4 +carraal01,1939,1,WS1,AL,40,42,3,7,2,0,1,1,0,0,3,14,,0,5,,0 +casege01,1939,1,WS1,AL,128,530,103,160,20,7,2,35,51,17,56,36,,0,7,,6 +caseyhu01,1939,1,BRO,NL,40,74,10,15,3,0,0,6,0,,3,13,,0,10,,2 +castege01,1939,1,PHA,AL,28,43,2,9,0,0,0,3,0,0,0,8,,0,2,,0 +castlsl01,1939,1,NY1,NL,12,9,1,3,0,0,0,0,0,,0,2,,0,1,,0 +cavarph01,1939,1,CHN,NL,22,55,4,15,3,1,0,0,2,,4,3,,0,0,,1 +chandsp01,1939,1,NYA,AL,11,5,2,2,1,0,0,1,0,0,1,1,,0,0,,0 +chapmbe01,1939,1,CLE,AL,149,545,101,158,31,9,6,82,18,6,87,30,,2,20,,19 +chapmfr02,1939,1,PHA,AL,15,49,5,14,1,1,0,1,1,0,1,3,,0,1,,0 +chapmsa01,1939,1,PHA,AL,140,498,74,134,24,6,15,64,11,4,51,62,,1,4,,11 +chaseke01,1939,1,WS1,AL,32,89,6,15,3,0,0,7,0,0,1,21,,0,0,,4 +chiozlo01,1939,1,NY1,NL,40,142,19,38,3,1,3,12,3,,9,10,,0,2,,1 +chrisma01,1939,1,DET,AL,6,16,0,4,2,0,0,0,0,0,0,2,,0,0,,2 +chrisma01,1939,2,SLA,AL,79,222,27,48,6,3,0,20,2,1,20,10,,0,6,,9 +clemebi01,1939,1,PIT,NL,12,6,0,2,1,0,0,1,0,,0,2,,0,0,,0 +clemech01,1939,1,BSN,NL,9,23,2,5,0,0,0,1,1,,1,3,,0,0,,0 +cliftha01,1939,1,SLA,AL,151,526,90,142,25,2,15,84,4,3,111,55,,5,11,,6 +cobleda01,1939,1,PHI,NL,15,25,2,7,1,0,0,0,0,,0,3,,0,0,,1 +coffmdi01,1939,1,NY1,NL,28,4,0,0,0,0,0,0,0,,0,3,,0,0,,0 +coffmsl01,1939,1,DET,AL,23,5,0,0,0,0,0,0,0,0,1,1,,0,0,,0 +coleed01,1939,1,SLA,AL,6,1,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +collied02,1939,1,PHA,AL,32,21,6,5,1,0,0,0,1,0,0,3,,0,0,,0 +coonejo01,1939,1,BSN,NL,118,368,39,101,8,1,2,27,2,,21,8,,2,11,,9 +coopemo01,1939,1,SLN,NL,47,69,4,16,3,0,2,11,0,,1,13,,0,6,,3 +coscape01,1939,1,BRO,NL,115,419,59,116,22,2,4,43,10,,46,56,,4,7,,5 +coxbi01,1939,1,SLA,AL,4,1,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +craftha01,1939,1,CIN,NL,134,502,58,129,20,7,13,67,5,,27,54,,3,5,,6 +cramedo01,1939,1,BOS,AL,137,589,110,183,30,6,0,56,3,3,36,17,,2,15,,16 +crespcr01,1939,1,SLN,NL,15,29,3,5,1,0,0,6,0,,3,6,,0,1,,0 +cronijo01,1939,1,BOS,AL,143,520,97,160,33,3,19,107,6,6,87,48,,0,20,,18 +crosefr01,1939,1,NYA,AL,152,656,109,153,25,5,10,56,11,7,65,81,,13,9,,11 +croucbi02,1939,1,BRO,NL,6,15,3,2,0,0,0,1,0,,1,1,,0,1,,2 +croucfr01,1939,1,DET,AL,97,324,38,87,15,0,5,40,2,2,16,42,,0,11,,10 +cuccito01,1939,1,BSN,NL,81,310,42,95,17,1,2,40,5,,26,26,,0,6,,9 +cullero01,1939,1,DET,AL,75,179,31,43,9,2,6,23,0,1,34,29,,0,1,,2 +dahlgba01,1939,1,NYA,AL,144,531,71,125,18,6,15,89,2,3,57,54,,2,13,,15 +danniha01,1939,1,NY1,NL,135,520,79,163,28,5,16,74,4,,35,42,,2,6,,12 +daviscu01,1939,1,SLN,NL,63,105,10,40,5,0,1,17,0,,3,22,,0,7,,2 +davispe01,1939,1,CIN,NL,20,3,0,1,0,0,0,0,0,,0,1,,0,0,,0 +davissp01,1939,1,PHI,NL,87,202,10,62,8,1,0,23,0,,24,20,,1,7,,5 +dealli01,1939,1,BRO,NL,4,7,0,0,0,0,0,0,0,,0,2,,0,0,,0 +deanch01,1939,1,PHA,AL,80,77,12,27,4,0,0,19,0,0,8,4,,0,3,,5 +deandi01,1939,1,CHN,NL,19,34,4,5,1,0,0,1,1,,1,7,,0,2,,0 +deanpa01,1939,1,SLN,NL,16,9,0,1,0,0,0,0,0,,0,3,,0,1,,0 +demarfr02,1939,1,NY1,NL,150,560,68,170,27,2,11,79,2,,66,40,,4,13,,20 +derripa01,1939,1,CIN,NL,38,110,10,23,3,0,0,17,0,,1,11,,0,17,,6 +desauge01,1939,1,BOS,AL,76,226,26,55,14,0,0,21,3,1,33,13,,0,10,,2 +deshoji01,1939,1,WS1,AL,7,15,1,3,0,0,0,1,0,0,2,1,,0,0,,1 +dickebi01,1939,1,NYA,AL,128,480,98,145,23,3,24,105,5,0,77,37,,4,4,,9 +dickmem01,1939,1,BOS,AL,48,36,2,2,0,0,0,1,0,0,2,13,,0,0,,1 +dicksjo01,1939,1,NY1,NL,10,34,3,8,0,0,0,5,0,,5,3,,0,0,,2 +dicksmu01,1939,1,SLN,NL,1,1,0,0,0,0,0,0,0,,0,1,,0,0,,0 +dietrbi01,1939,1,CHA,AL,25,37,5,8,3,0,1,2,0,0,4,12,,0,2,,0 +dimagjo01,1939,1,NYA,AL,120,462,108,176,32,6,30,126,3,0,52,20,,4,6,,11 +dimagvi01,1939,1,CIN,NL,8,14,1,1,1,0,0,2,0,,2,10,,0,0,,0 +doberje01,1939,1,CHA,AL,4,1,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +dobsojo01,1939,1,CLE,AL,35,18,0,1,0,0,0,0,0,0,1,5,,0,1,,0 +doerrbo01,1939,1,BOS,AL,127,525,75,167,28,2,12,73,1,10,38,32,,1,10,,17 +donalat01,1939,1,NYA,AL,24,60,7,15,1,1,0,7,0,1,4,15,,0,0,,1 +doyleca01,1939,1,BRO,NL,5,6,2,1,0,0,0,0,0,,1,2,,0,0,,1 +draketo01,1939,1,CLE,AL,8,2,0,0,0,0,0,0,0,0,0,0,,0,1,,0 +durocle01,1939,1,BRO,NL,116,390,42,108,21,6,1,34,2,,27,24,,1,3,,9 +dykesji01,1939,1,CHA,AL,2,1,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +earleto01,1939,1,BSN,NL,14,10,2,3,0,0,0,2,0,,0,1,,0,0,,0 +earlyja01,1939,1,WS1,AL,32,84,8,22,7,2,0,14,0,0,5,14,,0,2,,1 +eavesva01,1939,1,CHA,AL,2,6,0,2,0,0,0,1,0,0,0,2,,0,0,,0 +echoljo01,1939,1,SLN,NL,2,0,0,0,0,0,0,0,0,,0,0,,0,0,,0 +eisenha01,1939,1,DET,AL,10,8,0,3,0,0,0,0,0,0,0,2,,0,1,,0 +eisenha01,1939,2,CLE,AL,26,32,3,8,0,0,0,1,0,0,1,8,,0,2,,0 +elliobo01,1939,1,PIT,NL,32,129,18,43,10,3,3,19,0,,9,4,,0,2,,4 +erricdi01,1939,1,BSN,NL,28,44,2,10,0,0,0,0,0,,1,9,,0,2,,0 +estalbo01,1939,1,WS1,AL,82,280,51,77,18,6,8,41,2,3,40,27,,1,3,,8 +ettenni01,1939,1,PHA,AL,43,155,20,39,11,2,3,29,0,0,16,11,,0,3,,4 +evansal01,1939,1,WS1,AL,7,21,2,7,0,0,0,1,0,0,5,2,,0,0,,0 +evansre01,1939,1,BRO,NL,24,13,2,4,0,0,0,1,0,,1,4,,0,2,,0 +feinbed01,1939,1,PHI,NL,6,18,2,4,1,0,0,0,0,,2,0,,0,2,,0 +fellebo01,1939,1,CLE,AL,39,99,14,21,5,1,0,7,0,0,14,35,,1,6,,3 +ferreri01,1939,1,WS1,AL,87,274,32,77,13,1,0,31,1,1,41,12,,1,7,,4 +ferrewe01,1939,1,NYA,AL,3,8,0,1,1,0,0,1,0,0,0,2,,0,0,,0 +fettelo01,1939,1,BSN,NL,27,49,0,3,0,1,0,0,0,,0,9,,0,4,,2 +finnelo01,1939,1,PHA,AL,9,22,1,3,0,0,0,1,0,0,2,0,,0,0,,0 +finnelo01,1939,2,BOS,AL,95,249,43,81,18,3,1,46,2,5,24,11,,0,5,,4 +fitzsfr01,1939,1,BRO,NL,27,47,7,11,1,0,1,5,0,,4,10,,2,3,,1 +flemile01,1939,1,DET,AL,8,16,0,0,0,0,0,1,0,0,0,4,,0,0,,1 +fletcel01,1939,1,BSN,NL,35,106,14,26,2,0,0,6,1,,19,5,,1,0,,1 +fletcel01,1939,2,PIT,NL,102,370,49,112,23,4,12,71,3,,48,28,,2,9,,11 +foxpe01,1939,1,DET,AL,141,519,69,153,24,6,7,66,23,12,35,41,,2,5,,13 +foxxji01,1939,1,BOS,AL,124,467,130,168,31,10,35,105,4,3,89,72,,2,5,,17 +frankfr02,1939,1,BSN,NL,23,7,1,0,0,0,0,0,0,,1,0,,0,0,,0 +frankhe01,1939,1,SLN,NL,17,17,1,1,0,0,0,3,0,,3,3,,0,1,,1 +frasivi01,1939,1,CHA,AL,10,7,0,2,0,0,0,0,0,0,0,3,,0,0,,0 +frencla01,1939,1,CHN,NL,36,73,6,14,2,0,1,7,0,,4,26,,1,4,,1 +freylo01,1939,1,CIN,NL,125,484,95,141,27,9,11,55,5,,72,46,,4,25,,6 +gabrile01,1939,1,PHI,NL,5,18,3,4,0,0,0,1,0,,2,3,,0,0,,0 +gaffkfa01,1939,1,BOS,AL,1,1,0,0,0,0,0,1,0,0,0,0,,0,0,,0 +galanau01,1939,1,CHN,NL,148,549,104,167,36,8,6,71,8,,75,26,,4,13,,10 +galatmi01,1939,1,CIN,NL,3,5,0,0,0,0,0,0,0,,0,1,,0,0,,0 +galehde01,1939,1,BOS,AL,30,47,0,3,1,0,0,1,0,0,6,20,,1,4,,2 +gallajo02,1939,1,NYA,AL,14,41,8,10,0,1,2,9,1,0,3,8,,1,2,,0 +gallajo02,1939,2,SLA,AL,71,266,41,75,17,2,9,40,0,1,17,42,,1,6,,7 +gamblle01,1939,1,CIN,NL,72,221,24,59,7,2,0,14,5,,9,14,,0,6,,1 +gantejo01,1939,1,PHA,AL,111,348,47,101,14,4,4,36,1,5,32,22,,2,5,,4 +garbabo01,1939,1,CHN,NL,24,21,1,3,0,0,0,0,0,,0,3,,0,0,,1 +garmsde01,1939,1,BSN,NL,132,513,68,153,24,9,2,37,2,,39,20,,2,12,,4 +gedeoel01,1939,1,WS1,AL,5,15,1,3,0,0,0,1,0,0,2,5,,0,0,,0 +geejo01,1939,1,PIT,NL,3,6,1,0,0,0,0,0,0,,1,4,,0,0,,0 +gehrich01,1939,1,DET,AL,118,406,86,132,29,6,16,86,4,3,68,16,,1,11,,7 +gehrilo01,1939,1,NYA,AL,8,28,2,4,0,0,0,1,0,0,5,1,,0,0,,2 +gelbech01,1939,1,WS1,AL,68,188,36,48,7,5,3,29,2,0,30,11,,1,3,,5 +gerlajo01,1939,1,CHA,AL,3,2,0,2,0,0,0,0,0,0,0,0,,0,0,,0 +giebefl01,1939,1,DET,AL,9,2,0,0,0,0,0,0,0,0,0,0,,0,1,,0 +gillge01,1939,1,DET,AL,3,2,0,0,0,0,0,0,0,0,0,2,,0,0,,0 +gillge01,1939,2,SLA,AL,27,26,2,4,0,0,0,1,0,0,0,5,,0,1,,0 +giulito01,1939,1,WS1,AL,54,172,20,43,6,2,0,18,0,1,4,7,,0,5,,6 +gleesji01,1939,1,CHN,NL,111,332,43,74,19,6,4,45,7,,39,46,,2,10,,5 +glennjo02,1939,1,SLA,AL,88,286,29,78,13,1,4,29,4,4,31,40,,0,3,,6 +glossal01,1939,1,NY1,NL,10,32,3,6,0,0,1,3,0,,4,2,,0,1,,1 +gomezle01,1939,1,NYA,AL,26,73,3,11,2,0,0,4,0,0,5,22,,0,4,,3 +goodmiv01,1939,1,CIN,NL,124,470,85,152,37,16,7,84,2,,54,32,,7,22,,6 +gordojo01,1939,1,NYA,AL,151,567,92,161,32,5,28,111,11,10,75,57,,2,4,,15 +gormato01,1939,1,NY1,NL,4,1,0,0,0,0,0,0,0,,0,0,,0,0,,0 +gracejo01,1939,1,SLA,AL,74,207,35,63,11,2,3,22,3,2,19,24,,0,3,,1 +greenha01,1939,1,DET,AL,138,500,112,156,42,7,33,112,8,3,91,95,,2,11,,8 +grimeos01,1939,1,CLE,AL,119,364,51,98,20,5,4,56,8,3,56,61,,1,11,,7 +grissle01,1939,1,CIN,NL,33,47,5,4,0,1,0,1,0,,2,18,,2,3,,0 +grovele01,1939,1,BOS,AL,25,67,3,9,0,0,1,5,0,0,9,26,,0,9,,0 +grysksi01,1939,1,SLA,AL,18,49,4,13,2,0,0,8,3,1,6,10,,0,0,,1 +gumbeha01,1939,1,NY1,NL,37,90,10,18,2,1,0,9,0,,1,24,,0,6,,1 +gustifr01,1939,1,PIT,NL,22,70,5,13,3,0,0,3,0,,9,4,,0,5,,3 +guttedo01,1939,1,SLN,NL,148,524,71,141,27,4,7,54,5,,27,70,,3,18,,7 +hackst01,1939,1,CHN,NL,156,641,112,191,28,6,8,56,17,,65,35,,2,15,,7 +hadlebu01,1939,1,NYA,AL,26,62,3,11,2,0,0,3,1,0,4,12,,0,2,,3 +hafeybu01,1939,1,CIN,NL,6,13,1,2,1,0,0,1,1,,1,4,,0,0,,0 +hafeybu01,1939,2,PHI,NL,18,51,3,9,1,0,0,3,1,,3,12,,0,1,,2 +hafeyto01,1939,1,NY1,NL,70,256,37,62,10,1,6,26,1,,10,44,,0,2,,6 +haleod01,1939,1,CLE,AL,108,253,36,79,16,2,4,48,4,5,25,18,,0,8,,9 +hamlilu01,1939,1,BRO,NL,40,103,4,13,3,0,1,6,0,,1,21,,0,6,,2 +handlle01,1939,1,PIT,NL,101,376,43,107,14,5,1,42,17,,32,20,,0,13,,12 +hannilo01,1939,1,SLA,AL,4,1,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +hardeme01,1939,1,CLE,AL,29,72,8,10,0,1,1,9,0,0,3,17,,2,6,,2 +harrera01,1939,1,CHN,NL,4,5,0,0,0,0,0,0,0,,0,1,,0,0,,0 +harrera01,1939,2,PHI,NL,22,26,1,3,1,0,0,1,0,,2,10,,0,0,,0 +harribo01,1939,1,DET,AL,5,5,1,2,0,0,0,0,0,0,0,0,,0,0,,0 +harribo01,1939,2,SLA,AL,29,37,2,7,0,0,0,0,0,0,4,8,,0,2,,2 +harshsa01,1939,1,SLA,AL,42,145,15,35,2,0,0,15,0,1,9,8,,1,1,,4 +hartjch01,1939,1,BRO,NL,9,16,2,5,1,0,0,5,0,,1,0,,0,0,,1 +hartnga01,1939,1,CHN,NL,97,306,36,85,18,2,12,59,0,,37,32,,1,7,,11 +hassebu01,1939,1,BSN,NL,147,590,72,182,15,3,2,60,13,,29,14,,1,18,,10 +hayesfr01,1939,1,PHA,AL,124,431,66,122,28,5,20,83,4,1,40,55,,3,12,,10 +hayesja02,1939,1,CHA,AL,72,269,34,67,12,3,0,23,0,3,27,10,,1,8,,5 +haynejo01,1939,1,WS1,AL,27,67,6,14,1,0,0,4,0,0,3,16,,0,2,,1 +haywora01,1939,1,BRO,NL,21,26,0,4,2,0,0,1,0,,4,7,,0,3,,2 +haywora01,1939,2,NY1,NL,5,13,1,3,0,0,0,0,0,,0,1,,0,1,,0 +heathje01,1939,1,CLE,AL,121,431,64,126,31,7,14,69,8,4,41,64,,0,0,,7 +heffndo01,1939,1,SLA,AL,110,375,45,100,10,2,1,35,1,7,48,39,,0,11,,11 +heintke01,1939,1,PIT,NL,17,9,2,2,1,0,0,1,0,,0,1,,0,0,,0 +hemslro01,1939,1,CLE,AL,107,395,58,104,17,4,2,36,2,4,26,26,,0,11,,7 +henrito01,1939,1,NYA,AL,99,347,64,96,18,4,9,57,7,0,51,23,,1,7,,4 +henryji01,1939,1,PHI,NL,9,5,0,0,0,0,0,0,0,,0,2,,0,0,,0 +hermabi01,1939,1,CHN,NL,156,623,111,191,34,18,7,70,9,,66,31,,5,19,,24 +herriar01,1939,1,CHA,AL,7,4,1,0,0,0,0,0,0,0,1,1,,0,0,,0 +hershwi01,1939,1,CIN,NL,63,174,23,60,9,2,0,32,1,,9,4,,2,10,,6 +hevinjo02,1939,1,BOS,AL,46,32,5,6,1,0,0,3,0,0,0,4,,0,3,,0 +higbeki01,1939,1,CHN,NL,9,7,0,2,1,0,0,1,0,,0,3,,0,1,,0 +higbeki01,1939,2,PHI,NL,34,66,5,11,1,0,0,5,0,,0,15,,0,6,,2 +higgipi01,1939,1,DET,AL,132,489,57,135,23,2,8,76,7,4,56,41,,2,14,,14 +hildeor01,1939,1,NYA,AL,21,44,5,8,1,0,0,5,0,0,1,5,,0,3,,2 +hillol01,1939,1,BSN,NL,2,2,1,1,1,0,0,0,0,,0,0,,0,0,,0 +hoagmy01,1939,1,SLA,AL,129,482,58,142,23,4,10,75,9,5,24,35,,1,8,,16 +hockeor01,1939,1,BRO,NL,9,13,3,3,0,0,0,1,0,,1,1,,0,0,,0 +hodgira01,1939,1,BSN,NL,32,48,4,10,1,0,0,4,0,,3,4,,0,0,,3 +hoffmbi01,1939,1,PHI,NL,3,1,0,0,0,0,0,0,0,,0,0,,0,0,,0 +hollabi02,1939,1,WS1,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hollial01,1939,1,PHI,NL,15,20,2,2,0,0,0,0,0,,1,1,,0,0,,0 +hollial01,1939,2,BRO,NL,9,8,1,1,0,0,0,0,0,,0,1,,0,1,,0 +hoppjo01,1939,1,SLN,NL,6,4,1,2,1,0,0,2,0,,1,1,,0,0,,0 +hubbeca01,1939,1,NY1,NL,29,53,3,8,1,0,1,6,0,,2,3,,0,3,,2 +huberot01,1939,1,BSN,NL,11,22,2,6,1,0,0,3,0,,0,1,,0,1,,0 +hudliwi01,1939,1,CLE,AL,27,48,1,9,1,0,1,4,0,0,3,16,,1,3,,4 +hudsojo01,1939,1,BRO,NL,109,343,46,87,17,3,2,32,5,,30,36,,2,4,,10 +hughero01,1939,1,SLA,AL,17,23,6,2,0,0,0,1,0,0,4,4,,0,1,,1 +hughero01,1939,2,PHI,NL,65,237,22,54,5,1,1,16,4,,21,18,,0,8,,9 +humphjo02,1939,1,CLE,AL,15,7,0,0,0,0,0,0,0,0,1,5,,0,0,,1 +hutchfr01,1939,1,DET,AL,13,34,5,13,1,0,0,6,0,0,2,0,,0,0,,2 +hutchir01,1939,1,BRO,NL,41,27,1,1,0,0,0,1,0,,0,9,,0,1,,0 +jacobar01,1939,1,CIN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jacobbu01,1939,1,WS1,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jeffcge01,1939,1,BRO,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jensewo01,1939,1,PIT,NL,12,12,0,2,0,0,0,1,0,,0,0,,0,0,,1 +johnsbo01,1939,1,PHA,AL,150,544,115,184,30,9,23,114,15,5,99,59,,0,10,,12 +johnsfr01,1939,1,SLA,AL,5,4,0,0,0,0,0,0,0,0,0,0,,0,1,,0 +johnsha01,1939,1,CIN,NL,20,5,0,2,0,0,0,0,0,,0,2,,0,0,,0 +johnssy01,1939,1,PHI,NL,22,33,0,5,0,0,0,2,0,,2,11,,0,4,,4 +joosted01,1939,1,CIN,NL,42,143,23,36,6,3,0,14,1,,12,15,,0,10,,4 +jorgear01,1939,1,NYA,AL,3,0,1,0,0,0,0,0,0,0,0,0,,0,0,,0 +joycebo01,1939,1,PHA,AL,30,35,2,3,1,0,0,1,0,0,1,8,,0,1,,1 +juelire01,1939,1,PIT,NL,17,46,5,11,0,2,0,4,0,,2,4,,0,2,,4 +jurgebi01,1939,1,NY1,NL,138,543,84,155,21,11,6,63,3,,47,34,,6,15,,26 +kampoal01,1939,1,NY1,NL,74,201,23,50,12,2,5,29,0,,30,41,,1,6,,7 +kellech01,1939,1,NYA,AL,111,398,87,133,21,6,11,83,6,3,81,49,,0,11,,4 +kelleha01,1939,1,WS1,AL,15,15,1,4,0,0,0,0,0,0,1,0,,0,2,,1 +keltnke01,1939,1,CLE,AL,154,587,84,191,35,11,13,97,6,6,51,41,,0,10,,15 +kennebo01,1939,1,CHA,AL,3,8,0,2,0,0,0,1,0,0,0,0,,0,1,,1 +kenneve01,1939,1,DET,AL,4,7,0,2,0,0,0,0,0,0,0,1,,0,0,,0 +kenneve01,1939,2,SLA,AL,34,67,9,10,4,0,0,6,0,0,3,10,,0,10,,1 +kerksbi01,1939,1,PHI,NL,25,12,1,1,0,0,0,0,0,,1,6,,1,0,,0 +kimbeha01,1939,1,SLA,AL,17,9,0,3,0,0,0,0,0,0,0,1,,0,0,,0 +kingly01,1939,1,SLN,NL,89,85,10,20,2,0,0,11,2,,15,3,,0,1,,1 +kleinch01,1939,1,PHI,NL,25,47,8,9,2,1,1,9,1,,10,4,,0,2,,0 +kleinch01,1939,2,PIT,NL,85,270,37,81,16,4,11,47,1,,26,17,,0,6,,4 +klingbo01,1939,1,PIT,NL,37,84,9,17,0,0,0,6,0,,5,12,,0,1,,2 +knickbi01,1939,1,NYA,AL,6,13,2,2,1,0,0,1,0,0,0,0,,0,0,,1 +knottja01,1939,1,CHA,AL,25,53,3,8,0,0,0,1,0,0,0,18,,1,5,,2 +koyer01,1939,1,BRO,NL,125,425,57,118,37,5,8,67,11,,39,64,,0,6,,10 +krachjo01,1939,1,PHI,NL,5,5,1,1,0,0,0,0,0,,2,1,,0,0,,0 +krakajo01,1939,1,WS1,AL,39,77,6,16,3,1,0,8,0,0,8,24,,0,3,,3 +krameja01,1939,1,SLA,AL,40,66,6,9,2,0,1,6,0,0,7,17,,0,7,,1 +kreevmi01,1939,1,CHA,AL,145,541,85,175,30,8,5,77,23,10,59,40,,0,22,,14 +kressre01,1939,1,SLA,AL,13,43,5,12,1,0,0,8,1,0,6,2,,0,1,,4 +kressre01,1939,2,DET,AL,51,157,19,38,7,0,1,22,2,1,17,16,,0,4,,7 +kuheljo01,1939,1,CHA,AL,139,546,107,164,24,9,15,56,18,5,64,51,,2,11,,7 +laabsch01,1939,1,DET,AL,5,16,1,5,1,1,0,2,0,0,2,0,,0,0,,1 +laabsch01,1939,2,SLA,AL,95,317,52,95,20,5,10,62,4,1,33,62,,1,5,,7 +lakeed01,1939,1,SLN,NL,2,4,0,1,0,0,0,0,0,,1,0,,0,0,,0 +laniema01,1939,1,SLN,NL,7,14,1,4,0,0,0,0,0,,1,1,,0,1,,0 +lannijo01,1939,1,BSN,NL,37,42,1,6,2,0,0,4,0,,0,7,,0,2,,1 +laryly01,1939,1,CLE,AL,3,2,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +laryly01,1939,2,BRO,NL,29,31,7,5,1,1,0,1,1,,12,6,,1,2,,0 +laryly01,1939,3,SLN,NL,34,75,11,14,3,0,0,9,1,,16,15,,0,5,,5 +lavagco01,1939,1,BRO,NL,153,587,93,176,28,5,10,87,14,,78,30,,5,8,,19 +lawsoro01,1939,1,DET,AL,2,4,0,0,0,0,0,0,0,0,0,0,,0,1,,0 +lawsoro01,1939,2,SLA,AL,37,43,6,8,1,1,0,1,0,0,0,8,,0,5,,0 +lazzeto01,1939,1,BRO,NL,14,39,6,11,2,0,3,6,1,,10,7,,2,0,,1 +lazzeto01,1939,2,NY1,NL,13,44,7,13,0,0,1,8,0,,7,6,,0,0,,2 +leebi02,1939,1,CHN,NL,37,103,3,13,0,0,1,3,0,,4,16,,0,8,,1 +leeth01,1939,1,CHA,AL,33,91,8,15,3,0,0,4,0,0,4,18,,0,0,,2 +lefebbi01,1939,1,BOS,AL,7,10,3,3,0,0,0,1,0,0,2,2,,0,0,,0 +leibeha01,1939,1,CHN,NL,112,365,65,113,16,1,24,88,1,,59,42,,4,3,,14 +leiped01,1939,1,WS1,AL,9,32,4,11,1,0,0,2,0,1,2,4,,0,1,,1 +leonadu02,1939,1,WS1,AL,34,95,2,21,3,0,0,2,0,0,1,12,,0,13,,2 +letchch01,1939,1,PHI,NL,12,44,2,10,2,0,1,3,0,,1,2,,0,0,,2 +lewisbu01,1939,1,WS1,AL,140,536,87,171,23,16,10,75,10,9,72,27,,2,19,,7 +lillabi01,1939,1,PHA,AL,7,19,4,6,1,0,0,1,0,0,3,1,,0,1,,0 +lillage01,1939,1,CHN,NL,23,10,3,1,0,0,0,0,0,,6,3,,0,0,,0 +livenwe01,1939,1,CIN,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +loanebo01,1939,1,WS1,AL,3,9,2,0,0,0,0,1,0,0,4,4,,0,0,,0 +lodigda01,1939,1,PHA,AL,121,393,46,102,22,4,6,44,2,0,42,18,,4,7,,9 +lohrmbi01,1939,1,NY1,NL,38,60,4,14,2,0,2,10,0,,4,15,,1,0,,2 +lombaer01,1939,1,CIN,NL,130,450,43,129,26,2,20,85,0,,35,19,,3,6,,24 +lopezal01,1939,1,BSN,NL,131,412,32,104,22,1,8,49,1,,40,45,,0,11,,10 +lucadjo01,1939,1,SLA,AL,9,30,0,7,2,0,0,4,0,0,2,4,,0,1,,0 +lynnre01,1939,1,DET,AL,4,2,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +lynnre01,1939,2,NY1,NL,26,6,0,0,0,0,0,0,0,,0,0,,0,0,,3 +lyonste01,1939,1,CHA,AL,21,61,5,18,3,0,0,8,0,0,5,7,,0,6,,1 +macfada01,1939,1,BSN,NL,33,67,6,12,1,0,0,6,0,,2,19,,0,5,,2 +mackra01,1939,1,CLE,AL,36,112,12,17,4,1,1,6,0,2,12,19,,1,1,,1 +majesha01,1939,1,BSN,NL,106,367,35,100,16,1,7,54,2,,18,30,,2,7,,10 +mancugu01,1939,1,CHN,NL,80,251,17,58,10,0,2,17,0,,24,19,,0,6,,4 +manushe01,1939,1,PIT,NL,10,12,0,0,0,0,0,1,0,,1,1,,0,0,,1 +marcujo01,1939,1,SLA,AL,16,22,3,10,1,0,0,5,0,0,1,2,,0,0,,1 +marcujo01,1939,2,CHA,AL,38,57,7,16,0,0,0,12,0,0,5,1,,0,0,,0 +martihe01,1939,1,PHI,NL,111,393,59,111,28,5,1,22,4,,42,27,,2,5,,5 +martipe01,1939,1,SLN,NL,88,281,48,86,17,7,3,37,6,,30,35,,1,4,,7 +martist01,1939,1,SLN,NL,120,425,60,114,26,7,3,30,4,,33,40,,3,11,,7 +martyjo01,1939,1,CHN,NL,23,76,6,10,1,0,2,10,2,,4,13,,0,0,,4 +martyjo01,1939,2,PHI,NL,91,299,32,76,12,6,9,44,1,,24,27,,0,5,,9 +masiph01,1939,1,BSN,NL,46,114,14,29,7,2,1,14,0,,9,15,,1,0,,3 +mastewa01,1939,1,PHA,AL,4,2,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +mastewa02,1939,1,WS1,AL,24,13,0,2,1,0,0,1,0,0,0,7,,0,0,,1 +mattibo01,1939,1,CHN,NL,51,178,16,51,12,1,0,23,1,,6,19,,1,4,,4 +maypi01,1939,1,PHI,NL,135,464,49,133,27,3,2,62,4,,41,20,,1,25,,16 +mazzeme01,1939,1,SLA,AL,33,110,21,33,5,2,3,22,0,0,10,20,,1,2,,1 +mccarjo03,1939,1,NY1,NL,50,80,12,21,6,1,1,11,0,,3,8,,1,0,,2 +mccorfr01,1939,1,CIN,NL,156,630,99,209,41,4,18,128,1,,40,16,,2,16,,23 +mccosba01,1939,1,DET,AL,147,611,120,190,33,14,4,58,20,4,70,45,,2,9,,7 +mccoybe01,1939,1,DET,AL,55,192,38,58,13,6,1,33,3,1,29,26,,0,6,,4 +mccrale01,1939,1,PHA,AL,5,13,0,0,0,0,0,0,0,0,0,5,,0,2,,0 +mcgeebi01,1939,1,SLN,NL,43,55,2,8,1,0,0,2,0,,1,13,,0,2,,0 +mckaiar01,1939,1,DET,AL,32,41,7,9,2,1,2,5,0,0,8,12,,0,0,,1 +mcnaier01,1939,1,CHA,AL,129,479,62,155,18,5,7,82,17,9,38,41,,1,10,,13 +mcnambo01,1939,1,PHA,AL,9,9,0,2,1,0,0,3,0,0,1,1,,0,0,,0 +mcquige02,1939,1,SLA,AL,154,617,101,195,37,13,20,94,6,5,65,42,,2,18,,11 +medwijo01,1939,1,SLN,NL,150,606,98,201,48,8,14,117,6,,45,44,,2,14,,15 +meltocl01,1939,1,NY1,NL,41,66,2,12,1,0,0,6,0,,1,10,,0,8,,1 +mesnest01,1939,1,CHN,NL,17,43,7,12,4,0,0,6,0,,3,4,,1,1,,1 +milesde01,1939,1,PHA,AL,106,320,49,96,17,6,1,37,3,4,15,17,,0,8,,3 +milleed03,1939,1,BSN,NL,77,296,32,79,12,2,4,31,4,,16,21,,5,7,,8 +milliwa01,1939,1,PHI,NL,84,205,12,48,3,0,0,12,0,,9,5,,1,4,,7 +millsle01,1939,1,SLA,AL,34,47,4,11,1,0,1,2,0,0,2,25,,0,2,,1 +milnaal01,1939,1,CLE,AL,41,79,11,20,5,0,0,6,0,0,5,12,,0,0,,0 +mizejo01,1939,1,SLN,NL,153,564,104,197,44,14,28,108,0,,92,49,,4,10,,9 +moorege03,1939,1,BRO,NL,107,306,45,69,13,6,3,39,4,,40,50,,0,4,,4 +moorejo02,1939,1,NY1,NL,138,562,80,151,23,2,10,47,5,,45,17,,1,4,,7 +moorete01,1939,1,SLN,NL,130,417,65,123,25,2,17,77,6,,43,38,,1,18,,11 +moorewh01,1939,1,CIN,NL,42,61,4,6,1,0,0,2,0,,2,13,,0,7,,1 +moranhi01,1939,1,BSN,NL,6,5,1,1,0,0,0,1,0,,2,1,,0,1,,1 +moseswa01,1939,1,PHA,AL,115,437,68,134,28,7,3,33,7,4,44,23,,0,5,,4 +muellhe02,1939,1,PHI,NL,115,341,46,95,19,4,9,43,4,,33,34,,0,6,,12 +muellra01,1939,1,PIT,NL,86,180,14,42,8,1,2,18,0,,14,22,,0,10,,2 +mulcahu01,1939,1,PHI,NL,38,76,3,12,1,0,0,5,0,,2,12,,0,5,,0 +muncrbo01,1939,1,SLA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mungova01,1939,1,BRO,NL,29,29,5,10,3,0,0,4,0,,3,8,,0,1,,0 +murphjo04,1939,1,NYA,AL,38,11,1,2,0,0,0,1,0,0,3,1,,0,1,,0 +myattge01,1939,1,NY1,NL,22,53,7,10,2,0,0,3,2,,6,6,,0,1,,1 +myerbu01,1939,1,WS1,AL,83,258,33,78,10,3,1,32,4,1,40,18,,0,2,,3 +myersbi01,1939,1,CIN,NL,151,509,79,143,18,6,9,56,4,,71,90,,0,22,,3 +myersly01,1939,1,SLN,NL,74,117,24,28,6,1,0,10,1,,12,23,,0,4,,1 +nagelbi01,1939,1,PHA,AL,105,341,39,86,19,4,12,39,2,1,25,86,,2,6,,15 +naktepe01,1939,1,CIN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +naymimi01,1939,1,CLE,AL,2,3,0,0,0,0,0,0,0,0,0,3,,0,0,,0 +neighbo01,1939,1,SLA,AL,7,11,3,2,0,0,1,1,0,0,0,1,,0,0,,0 +nelsoly01,1939,1,PHA,AL,40,80,3,15,2,0,0,5,0,1,2,13,,1,0,,1 +newhoha01,1939,1,DET,AL,1,1,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +newsobo01,1939,1,SLA,AL,6,18,0,4,1,0,0,1,0,0,0,2,,0,0,,0 +newsobo01,1939,2,DET,AL,35,97,6,18,0,1,0,7,0,0,1,16,,0,4,,6 +newsosk01,1939,1,PHA,AL,99,248,22,55,9,1,0,17,5,7,19,12,,0,15,,8 +nichobi01,1939,1,CHN,NL,58,220,37,65,12,5,5,38,0,,20,29,,0,3,,1 +niggejo01,1939,1,CIN,NL,10,13,3,2,0,0,0,1,0,,1,5,,0,2,,0 +nonnere01,1939,1,BOS,AL,58,75,12,18,2,1,0,5,0,1,12,6,,0,0,,2 +odeake01,1939,1,NY1,NL,52,97,7,17,1,0,3,11,0,,10,16,,0,2,,2 +olsenve01,1939,1,CHN,NL,4,1,1,0,0,0,0,0,0,,2,1,,0,0,,0 +oneilha02,1939,1,PHA,AL,1,0,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +orengjo01,1939,1,SLN,NL,7,3,0,0,0,0,0,0,0,,0,1,,0,0,,0 +osterfr01,1939,1,BOS,AL,34,56,4,9,0,1,0,4,0,0,3,5,,0,5,,4 +ottme01,1939,1,NY1,NL,125,396,85,122,23,2,27,80,2,,100,50,,1,11,,5 +outlaji01,1939,1,BSN,NL,65,133,15,35,2,0,0,5,1,,10,14,,0,1,,0 +owenma01,1939,1,CHA,AL,58,194,22,46,9,0,0,15,4,5,16,15,,2,6,,3 +owenmi01,1939,1,SLN,NL,131,344,32,89,18,2,3,35,6,,43,28,,2,13,,11 +padgedo01,1939,1,SLN,NL,92,233,38,93,15,3,5,53,1,,18,11,,1,5,,11 +pagesa01,1939,1,PHA,AL,4,7,0,3,0,0,0,0,0,0,1,3,,0,1,,1 +pageva01,1939,1,CHN,NL,27,47,2,12,3,0,0,6,0,,3,11,,0,2,,1 +palagmi01,1939,1,WS1,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +parksar01,1939,1,BRO,NL,71,239,27,65,13,2,1,19,2,,28,14,,0,5,,7 +parmero01,1939,1,PHA,AL,16,15,1,2,0,0,0,0,0,0,1,4,,0,0,,0 +parsodi01,1939,1,DET,AL,5,1,0,0,0,0,0,0,0,0,1,1,,0,0,,0 +passecl01,1939,1,PHI,NL,8,20,0,4,0,0,0,1,0,,0,7,,0,0,,0 +passecl01,1939,2,CHN,NL,35,77,6,12,2,0,1,6,0,,2,27,,0,2,,3 +peacojo01,1939,1,BOS,AL,92,274,33,76,11,4,0,36,1,1,29,11,,0,9,,4 +pearsik01,1939,1,PHI,NL,27,37,1,2,0,0,0,1,0,,2,12,,0,4,,1 +pearsmo01,1939,1,NYA,AL,22,53,9,17,3,1,0,7,0,0,5,6,,0,5,,2 +phelpba01,1939,1,BRO,NL,98,323,33,92,21,2,6,42,0,,24,24,,1,8,,12 +pippeco01,1939,1,PHA,AL,25,35,1,3,0,0,0,2,0,0,4,5,,0,3,,0 +pippeco01,1939,2,DET,AL,3,5,0,2,0,0,0,0,0,0,0,0,,0,0,,0 +pitkoal01,1939,1,WS1,AL,4,8,0,1,0,0,0,1,0,0,1,3,,0,0,,1 +poffebo01,1939,1,BRO,NL,3,1,0,0,0,0,0,0,0,,0,1,,0,0,,0 +poindje01,1939,1,PHI,NL,11,10,1,2,0,0,0,2,0,,0,1,,0,0,,1 +posedbi01,1939,1,BSN,NL,33,73,3,8,1,0,0,7,0,,4,18,,0,5,,2 +pottene01,1939,1,PHA,AL,41,67,6,12,2,0,0,4,0,0,5,6,,0,4,,1 +powelja03,1939,1,NYA,AL,31,86,12,21,4,1,1,9,1,2,3,8,,0,2,,1 +powerle01,1939,1,PHI,NL,19,52,7,18,1,1,0,2,0,,4,6,,0,4,,0 +pressto01,1939,1,BRO,NL,31,51,3,10,0,0,0,9,0,,1,12,,0,3,,1 +prichbo01,1939,1,WS1,AL,26,85,8,20,5,0,0,8,0,2,19,16,,0,2,,0 +pyleew01,1939,1,SLA,AL,6,2,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +pytlafr01,1939,1,CLE,AL,63,183,20,49,2,5,0,14,4,1,20,5,,1,6,,4 +quickha01,1939,1,WS1,AL,12,41,3,10,1,0,0,2,1,0,1,1,,1,0,,2 +radclri01,1939,1,CHA,AL,113,397,49,105,25,2,2,53,6,4,26,21,,2,10,,5 +raffeke01,1939,1,SLN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rambepe01,1939,1,PIT,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reninji01,1939,1,PHA,AL,4,6,0,1,0,0,0,0,0,0,0,1,,0,0,,0 +rensato01,1939,1,CHA,AL,14,25,3,5,0,0,0,2,0,0,1,2,,0,1,,3 +repasbo01,1939,1,SLN,NL,3,6,0,2,1,0,0,1,0,,0,2,,0,0,,0 +reynoca01,1939,1,CHN,NL,88,281,33,69,10,6,4,44,5,,16,38,,5,11,,8 +richano01,1939,1,CIN,NL,1,3,0,0,0,0,0,0,0,,0,0,,0,0,,0 +richwo01,1939,1,BOS,AL,21,27,2,7,0,0,0,1,0,0,1,4,,0,1,,1 +riddlel01,1939,1,CIN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +riggsle01,1939,1,CIN,NL,22,38,5,6,1,0,0,1,1,,5,4,,0,0,,1 +rignejo01,1939,1,CHA,AL,35,80,4,16,4,0,0,7,0,0,2,18,,0,5,,2 +ripplji01,1939,1,NY1,NL,66,123,10,28,4,0,1,12,0,,8,7,,2,1,,4 +ripplji01,1939,2,BRO,NL,28,106,18,35,8,4,0,22,0,,11,8,,1,4,,5 +rizzojo01,1939,1,PIT,NL,94,330,49,86,23,3,6,55,0,,42,27,,3,9,,14 +rogelbi01,1939,1,DET,AL,74,174,24,40,6,3,2,23,3,1,26,14,,0,6,,2 +rolfere01,1939,1,NYA,AL,152,648,139,213,46,10,14,80,7,6,81,41,,1,1,,6 +rootch01,1939,1,CHN,NL,35,57,4,10,2,1,2,6,0,,2,21,,1,3,,0 +rosarbu01,1939,1,NYA,AL,43,105,18,29,5,1,0,12,4,0,13,10,,0,3,,3 +rosengo01,1939,1,BRO,NL,54,183,22,46,6,4,1,12,4,,23,21,,0,2,,1 +rosenla01,1939,1,CHA,AL,107,324,50,86,21,5,10,51,6,4,53,46,,0,10,,3 +rossbu02,1939,1,PHA,AL,29,58,2,12,2,0,0,4,0,0,1,19,,0,7,,2 +rossch01,1939,1,BSN,NL,11,31,4,10,1,1,0,0,0,,2,10,,0,0,,0 +rowelba01,1939,1,BSN,NL,21,59,5,11,2,2,0,6,0,,1,4,,0,2,,2 +rowesc01,1939,1,DET,AL,31,61,7,15,0,1,1,12,1,1,5,7,,0,3,,3 +ruffire01,1939,1,NYA,AL,44,114,12,35,1,0,1,20,1,0,7,18,,0,3,,1 +russeja01,1939,1,CHN,NL,43,17,1,0,0,0,0,0,0,,0,8,,0,0,,0 +russeri01,1939,1,CHN,NL,143,542,55,148,24,5,9,79,2,,36,56,,0,16,,12 +russoma01,1939,1,NYA,AL,21,41,4,10,0,1,0,9,0,0,2,8,,0,2,,1 +salvoma01,1939,1,NY1,NL,32,41,2,4,1,0,1,2,0,,1,18,,0,0,,1 +saylebi01,1939,1,BOS,AL,5,7,0,1,0,0,0,0,0,0,0,5,,0,0,,0 +scalzsk01,1939,1,NY1,NL,11,18,3,6,0,0,0,0,1,,3,2,,0,0,,2 +scarsle01,1939,1,CIN,NL,16,14,0,2,0,0,0,2,0,,0,2,,0,1,,1 +scharge01,1939,1,PHI,NL,118,399,35,95,17,1,1,33,4,,13,40,,0,13,,6 +schelji01,1939,1,PHA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schluno01,1939,1,CHA,AL,34,56,5,13,2,1,0,8,2,0,1,11,,0,3,,4 +schotge01,1939,1,PHI,NL,8,6,3,2,0,1,0,0,0,,0,0,,0,0,,0 +schotge01,1939,2,BRO,NL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,,0 +schuljo05,1939,1,PIT,NL,4,14,3,4,2,0,0,2,0,,2,0,,0,0,,0 +schumha02,1939,1,NY1,NL,30,69,4,14,3,0,0,5,0,,3,14,,0,4,,3 +schusbi01,1939,1,BSN,NL,2,3,0,0,0,0,0,0,0,,0,1,,0,0,,0 +scottle01,1939,1,PHI,NL,76,232,31,65,15,1,1,26,5,,22,14,,0,6,,6 +seedsbo01,1939,1,NY1,NL,63,173,33,46,5,1,5,26,1,,22,31,,1,2,,3 +selkige01,1939,1,NYA,AL,128,418,103,128,17,4,21,101,12,5,103,49,,8,8,,3 +sewellu01,1939,1,CLE,AL,16,20,1,3,1,0,0,1,0,0,3,1,,0,2,,0 +sewelri01,1939,1,PIT,NL,52,55,5,11,1,0,1,4,0,,3,11,,0,4,,1 +sheame01,1939,1,DET,AL,4,2,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +shillji01,1939,1,CLE,AL,31,98,8,27,7,2,0,12,1,0,7,9,,0,1,,3 +shillji01,1939,2,PHI,NL,11,33,3,10,1,3,0,4,0,,1,4,,0,0,,2 +shoffmi01,1939,1,BSN,NL,25,44,4,7,0,0,0,4,0,,4,19,,0,2,,2 +shoffmi01,1939,2,CIN,NL,10,11,1,1,0,0,0,0,0,,1,8,,0,1,,0 +shouncl01,1939,1,SLN,NL,53,26,0,3,0,1,0,1,0,,1,4,,0,2,,0 +siebedi01,1939,1,PHA,AL,101,402,58,118,28,3,6,47,4,1,21,22,,0,10,,6 +silbeed01,1939,1,SLA,AL,1,1,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +silveke01,1939,1,CHA,AL,22,75,6,13,3,0,2,5,0,1,6,13,,1,1,,0 +simmoal01,1939,1,BSN,NL,93,330,39,93,17,5,7,43,0,,22,40,,2,4,,13 +simmoal01,1939,2,CIN,NL,9,21,0,3,0,0,0,1,0,,2,3,,0,0,,0 +singtfr01,1939,1,BRO,NL,32,84,13,23,5,0,1,7,0,,15,15,,0,0,,6 +sistisi01,1939,1,BSN,NL,63,215,19,49,7,1,1,11,4,,12,38,,0,5,,5 +slaugen01,1939,1,SLN,NL,149,604,95,193,52,5,12,86,2,,44,53,,5,11,,11 +smithal03,1939,1,PHI,NL,5,2,0,0,0,0,0,0,0,,0,0,,0,0,,0 +smithda01,1939,1,PHA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithed04,1939,1,PHA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithed04,1939,2,CHA,AL,29,52,5,6,1,0,0,3,0,0,9,15,,0,5,,0 +soltemo01,1939,1,CLE,AL,41,102,19,28,7,2,2,19,2,1,9,15,,0,0,,1 +soltemo01,1939,2,SLA,AL,40,131,14,27,6,1,0,14,1,0,10,20,,0,0,,2 +spindha01,1939,1,SLA,AL,48,119,13,32,3,1,0,11,0,2,8,7,,0,1,,3 +staintu01,1939,1,BRO,NL,68,201,22,54,7,0,3,19,0,,4,23,,2,2,,0 +steinha02,1939,1,CHA,AL,71,111,16,19,2,1,1,15,0,0,21,8,,0,1,,1 +stromfl01,1939,1,CLE,AL,5,3,0,1,0,0,0,0,0,0,0,0,,0,0,,0 +suhrgu01,1939,1,PIT,NL,63,204,23,59,10,2,1,31,4,,25,23,,0,7,,0 +suhrgu01,1939,2,PHI,NL,60,198,21,63,12,2,3,24,1,,34,14,,1,1,,1 +sullibi04,1939,1,SLA,AL,118,332,53,96,17,5,5,50,3,3,34,18,,4,4,,10 +sullijo05,1939,1,BSN,NL,33,40,2,12,1,0,0,1,1,,3,3,,0,1,,1 +sullile01,1939,1,CLE,AL,7,3,0,0,0,0,0,0,0,0,0,2,,0,0,,0 +sundrst01,1939,1,NYA,AL,24,49,7,13,5,0,0,6,0,0,3,15,,0,2,,1 +sunketo01,1939,1,SLN,NL,20,28,5,9,2,0,0,1,0,,1,7,,0,1,,0 +suscege01,1939,1,PIT,NL,31,75,8,17,3,1,1,4,0,,12,5,,0,2,,6 +swiftbi01,1939,1,PIT,NL,36,42,6,10,0,0,0,2,0,,4,9,,0,2,,3 +swigaoa01,1939,1,PIT,NL,3,8,1,2,0,0,0,2,0,,0,0,,0,2,,0 +taborji01,1939,1,BOS,AL,149,577,76,167,33,8,14,95,16,10,40,54,,1,8,,15 +tamulvi01,1939,1,BRO,NL,39,55,3,10,0,1,0,2,0,,1,3,,0,3,,1 +tebbebi01,1939,1,DET,AL,106,341,37,89,22,2,4,53,2,1,25,20,,2,8,,8 +thomabu01,1939,1,PHA,AL,2,3,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +thomabu01,1939,2,WS1,AL,4,2,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +thomabu01,1939,3,DET,AL,27,9,0,1,0,0,0,0,0,0,0,6,,0,1,,0 +thompju01,1939,1,CIN,NL,42,48,3,11,1,0,0,1,0,,0,11,,0,3,,0 +thompto02,1939,1,CHA,AL,1,0,0,0,0,0,0,1,0,0,0,0,,0,1,,0 +thompto02,1939,2,SLA,AL,30,86,23,26,5,0,1,7,0,0,23,7,,1,3,,0 +thumalo01,1939,1,WS1,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tiptoer01,1939,1,PHA,AL,47,104,12,24,4,2,1,14,2,0,13,7,,0,4,,4 +tobinji01,1939,1,PIT,NL,43,74,9,18,3,1,2,11,0,,2,12,,0,1,,0 +toddal01,1939,1,BRO,NL,86,245,28,68,10,0,5,32,1,,13,16,,1,6,,8 +travice01,1939,1,WS1,AL,130,476,55,139,20,9,5,63,0,3,34,25,,2,10,,9 +treshmi01,1939,1,CHA,AL,119,352,49,91,5,2,0,38,3,2,64,30,,3,11,,8 +troskha01,1939,1,CLE,AL,122,448,89,150,31,4,25,104,2,3,52,28,,1,10,,6 +trottbi01,1939,1,SLA,AL,41,37,2,4,0,0,0,1,0,0,7,21,,0,7,,1 +troutdi01,1939,1,DET,AL,35,57,7,12,2,1,0,2,0,0,1,9,,0,2,,1 +turneji01,1939,1,BSN,NL,25,55,5,13,1,0,1,6,0,,1,4,,0,3,,0 +vanatru01,1939,1,SLA,AL,2,2,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +vandehy01,1939,1,NY1,NL,2,2,0,0,0,0,0,0,0,,0,0,,0,0,,0 +vandejo01,1939,1,CIN,NL,30,36,1,4,1,0,0,1,0,,3,10,,0,7,,0 +vanroma01,1939,1,PIT,NL,27,105,13,33,9,0,2,16,0,,6,10,,0,1,,3 +vaughar01,1939,1,PIT,NL,152,595,94,182,30,11,6,62,12,,70,20,,6,22,,5 +veigeal01,1939,1,BSN,NL,2,1,0,0,0,0,0,0,0,,0,1,,0,0,,0 +vernomi01,1939,1,WS1,AL,76,276,23,71,15,4,1,30,1,1,24,28,,0,9,,5 +vosmijo01,1939,1,BOS,AL,145,554,89,153,29,6,7,84,4,3,66,33,,3,17,,27 +wadeja01,1939,1,BOS,AL,20,12,1,0,0,0,0,0,0,0,0,5,,0,0,,0 +wadeja01,1939,2,SLA,AL,4,5,0,0,0,0,0,0,0,0,0,3,,0,0,,0 +wagnech01,1939,1,BOS,AL,11,14,2,1,0,0,0,2,0,0,0,2,,0,0,,0 +wagneha01,1939,1,PHA,AL,5,8,0,1,0,0,0,0,0,0,0,3,,0,0,,0 +walkedi02,1939,1,DET,AL,43,154,30,47,4,5,4,19,4,1,15,8,,0,8,,5 +walkedi02,1939,2,BRO,NL,61,225,27,63,6,4,2,38,1,,20,10,,0,7,,6 +walkege02,1939,1,CHA,AL,149,598,95,174,30,11,13,111,17,6,28,43,,7,12,,16 +walkuji02,1939,1,SLA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +walkuji02,1939,2,DET,AL,7,2,0,1,0,0,0,0,0,0,0,1,,0,0,,0 +waltebu01,1939,1,CIN,NL,40,120,16,39,8,1,1,16,1,,5,12,,1,5,,2 +wanerll01,1939,1,PIT,NL,112,379,49,108,15,3,0,24,0,,17,13,,3,11,,5 +wanerpa01,1939,1,PIT,NL,125,461,62,151,30,6,3,45,0,,35,18,,0,10,,12 +warnelo01,1939,1,SLN,NL,34,52,4,10,3,0,0,8,0,,4,7,,1,6,,3 +warrebe01,1939,1,PHI,NL,18,56,4,13,0,0,1,7,0,,7,7,,0,2,,1 +warstra01,1939,1,BSN,NL,114,342,34,83,11,3,0,24,2,,24,31,,0,4,,7 +wasdeji01,1939,1,WS1,AL,29,109,12,33,5,1,0,13,3,1,9,16,,1,2,,1 +watwojo01,1939,1,PHI,NL,2,6,0,1,0,0,0,0,0,,0,0,,0,0,,0 +weathro01,1939,1,CLE,AL,95,323,43,100,16,6,1,32,7,2,19,23,,0,2,,2 +weaveji01,1939,1,CIN,NL,3,1,0,0,0,0,0,0,0,,0,1,,0,0,,0 +weavemo01,1939,1,BOS,AL,9,4,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +webbsk01,1939,1,CLE,AL,81,269,28,71,14,1,2,26,1,1,15,24,,1,7,,4 +weilabo01,1939,1,SLN,NL,32,46,1,3,0,0,0,0,0,,1,22,,0,6,,0 +weirro01,1939,1,BSN,NL,2,1,0,0,0,0,0,0,0,,0,0,,0,0,,0 +welajjo01,1939,1,WS1,AL,63,201,23,55,11,2,1,33,13,2,13,20,,0,5,,2 +werbebi01,1939,1,CIN,NL,147,599,115,173,35,5,5,57,15,,91,46,,6,11,,12 +westdi01,1939,1,CIN,NL,8,19,1,4,0,0,0,4,0,,1,4,,0,1,,0 +westma02,1939,1,BSN,NL,130,449,67,128,26,6,19,82,1,,51,55,,5,8,,9 +westsa01,1939,1,WS1,AL,115,390,52,110,20,8,3,52,1,1,67,29,,0,14,,5 +whitebu01,1939,1,NY1,NL,95,335,31,80,6,3,2,24,1,,24,19,,5,6,,15 +whiteea01,1939,1,CHN,NL,24,29,1,3,0,0,0,0,0,,2,7,,0,0,,1 +whitejo02,1939,1,CHA,AL,7,9,0,0,0,0,0,0,0,0,0,7,,0,0,,0 +whitejo02,1939,2,SLA,AL,26,17,1,1,0,0,0,1,0,0,2,1,,0,0,,1 +whitnpi01,1939,1,PHI,NL,34,75,9,14,0,1,1,6,0,,7,4,,0,6,,3 +wietewh01,1939,1,BSN,NL,23,69,2,14,1,0,0,5,1,,2,9,,0,0,,4 +willite01,1939,1,BOS,AL,149,565,131,185,44,11,31,145,2,1,107,64,,2,3,,10 +wilsoja01,1939,1,BOS,AL,37,63,6,10,0,0,0,6,0,0,0,17,,0,5,,0 +wilsoji01,1939,1,CIN,NL,4,3,0,1,0,0,0,0,0,,0,1,,0,1,,0 +wittijo01,1939,1,NY1,NL,5,5,0,0,0,0,0,0,0,,0,3,,0,0,,0 +wrighta01,1939,1,WS1,AL,129,499,77,154,29,11,4,93,1,2,38,19,,1,9,,7 +wyattwh01,1939,1,BRO,NL,16,36,1,6,1,0,0,4,0,,3,16,,0,0,,1 +wynnea01,1939,1,WS1,AL,3,6,0,1,0,0,0,1,0,0,1,1,,0,1,,0 +yorkru01,1939,1,DET,AL,102,329,66,101,16,1,20,68,5,0,41,50,,2,4,,8 +youngba01,1939,1,NY1,NL,22,75,8,23,4,0,3,14,0,,5,6,,3,1,,0 +youngde02,1939,1,PHI,NL,77,217,22,57,9,2,3,20,1,,8,24,,0,4,,5 +youngpe01,1939,1,PIT,NL,84,293,34,81,14,3,3,29,1,,23,29,,2,9,,7 +younted01,1939,1,PIT,NL,2,2,0,0,0,0,0,0,0,,0,2,,0,0,,0 +zuberbi01,1939,1,CLE,AL,16,5,0,1,0,1,0,0,0,0,0,2,,0,0,,0 +aderhmo01,1940,1,WS1,AL,1,2,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +allenjo02,1940,1,CLE,AL,32,48,3,10,3,0,0,3,0,0,1,9,,0,0,,1 +anderre01,1940,1,WS1,AL,2,5,0,3,0,0,0,0,0,0,0,1,,0,0,,0 +andrena01,1940,1,CLE,AL,6,0,1,0,0,0,0,0,0,0,1,0,,0,0,,0 +andrest01,1940,1,BSN,NL,19,33,1,6,0,0,0,2,1,,0,3,,0,0,,0 +applepe01,1940,1,CHA,AL,25,17,2,3,0,0,0,0,0,0,1,5,,0,1,,0 +applilu01,1940,1,CHA,AL,150,566,96,197,27,13,0,79,3,5,69,35,,1,3,,11 +arnovmo01,1940,1,PHI,NL,39,141,13,28,2,1,0,12,0,,14,15,,1,1,,5 +arnovmo01,1940,2,CIN,NL,62,211,17,60,10,2,0,21,1,,13,10,,0,2,,8 +atwoobi01,1940,1,PHI,NL,78,203,7,39,9,0,0,22,0,,25,18,,1,0,,5 +aukerel01,1940,1,SLA,AL,38,89,11,19,2,1,1,10,0,0,9,29,,0,1,,1 +averiea01,1940,1,DET,AL,64,118,10,33,4,1,2,20,0,0,5,14,,0,1,,3 +babicjo01,1940,1,PHA,AL,31,86,4,10,1,0,0,1,0,0,2,24,,1,2,,3 +bagbyji02,1940,1,BOS,AL,44,74,8,15,3,1,0,8,0,0,0,12,,0,6,,2 +bakerbi01,1940,1,CIN,NL,27,69,5,15,1,1,0,7,2,,4,8,,0,0,,4 +barnige01,1940,1,BSN,NL,13,11,0,0,0,0,0,0,0,,0,5,,0,0,,0 +barrere01,1940,1,CIN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bartedi01,1940,1,DET,AL,139,528,76,123,24,3,7,53,12,2,76,53,,5,11,,11 +bauerru01,1940,1,PIT,NL,15,7,0,2,0,0,0,0,0,,0,2,,0,0,,0 +beckbo01,1940,1,PHI,NL,29,36,0,2,1,0,0,0,0,,0,5,,0,3,,3 +beckmbi01,1940,1,PHA,AL,34,39,4,8,0,0,0,4,0,0,0,8,,0,3,,1 +beggsjo01,1940,1,CIN,NL,37,21,1,4,0,0,0,0,0,,0,5,,0,1,,0 +bellbe01,1940,1,CLE,AL,120,444,55,124,22,2,4,58,2,2,34,41,,1,3,,8 +bellfe01,1940,1,PIT,NL,6,3,0,0,0,0,0,1,0,,1,1,,0,0,,0 +benjast01,1940,1,PHI,NL,8,9,1,2,0,0,0,1,0,,1,1,,0,0,,0 +bentoal01,1940,1,DET,AL,42,17,0,0,0,0,0,0,0,0,0,8,,0,4,,0 +berarjo01,1940,1,SLA,AL,142,523,71,135,31,4,16,85,6,8,32,46,,0,4,,11 +bergewa01,1940,1,CIN,NL,2,2,0,0,0,0,0,0,0,,0,1,,0,0,,0 +bergewa01,1940,2,PHI,NL,20,41,3,13,2,0,1,5,1,,4,8,,0,0,,1 +berrera01,1940,1,PIT,NL,21,32,2,6,0,0,0,2,0,,1,1,,0,0,,1 +berrera01,1940,2,BSN,NL,85,229,12,44,4,1,0,14,0,,18,19,,0,9,,6 +bessehe01,1940,1,PHA,AL,17,19,1,5,1,0,0,7,0,0,4,6,,0,0,,0 +bildiem01,1940,1,SLA,AL,29,30,4,6,0,0,0,3,0,0,0,5,,0,1,,1 +blantcy01,1940,1,PHI,NL,13,24,3,2,0,0,0,0,0,,2,6,,0,2,,1 +bloodji01,1940,1,WS1,AL,119,469,47,115,17,8,11,70,3,1,16,71,,1,9,,15 +bonetju01,1940,1,CHN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bonhati01,1940,1,NYA,AL,12,37,3,7,1,0,0,2,0,0,2,6,,0,0,,0 +bonurze01,1940,1,WS1,AL,79,311,41,85,16,3,3,45,2,0,40,13,,1,0,,6 +bonurze01,1940,2,CHN,NL,49,182,20,48,14,0,4,20,1,,10,4,,0,1,,12 +boudrlo01,1940,1,CLE,AL,155,627,97,185,46,10,9,101,6,3,73,39,,2,4,,23 +bowmabo01,1940,1,SLN,NL,28,33,2,2,0,0,0,2,0,,4,17,,0,2,,0 +bowmajo01,1940,1,PIT,NL,57,90,11,22,5,1,1,14,0,,14,14,,1,0,,3 +bragabo01,1940,1,PHI,NL,132,474,36,105,14,1,7,44,2,,28,34,,0,2,,10 +brancal01,1940,1,PHA,AL,107,298,42,57,11,2,1,23,3,1,28,36,,2,2,,10 +brechha01,1940,1,SLN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +breuema01,1940,1,NYA,AL,27,54,3,2,1,0,0,2,0,0,5,24,,0,6,,1 +bridgto01,1940,1,DET,AL,29,68,5,12,2,0,0,4,0,0,3,23,,0,4,,1 +brosksi01,1940,1,BSN,NL,11,22,1,6,1,0,0,4,0,,1,2,,0,0,,0 +browncl01,1940,1,CHA,AL,37,14,0,1,0,0,0,1,0,0,2,2,,0,3,,1 +brownji03,1940,1,SLN,NL,107,454,56,127,17,4,0,30,9,,24,15,,1,5,,7 +brownju01,1940,1,NY1,NL,41,10,0,1,0,0,0,0,0,,0,3,,0,0,,0 +brownll01,1940,1,PHI,NL,18,13,1,1,0,0,0,0,0,,0,5,,0,1,,0 +brownma01,1940,1,PIT,NL,48,52,4,6,1,0,0,3,0,,4,8,,1,5,,1 +brubabi01,1940,1,PIT,NL,38,78,8,15,3,1,0,7,0,,8,16,,0,4,,0 +bruckea01,1940,1,PHA,AL,23,46,3,9,1,1,0,2,0,0,6,3,,0,0,,4 +brunero01,1940,1,PHI,NL,2,2,1,1,0,0,0,0,0,,0,1,,0,0,,0 +bryancl01,1940,1,CHN,NL,16,9,4,3,0,0,0,1,0,,0,4,,0,0,,0 +butchma01,1940,1,PIT,NL,36,50,6,15,3,0,0,10,0,,2,7,,0,1,,2 +butlabi01,1940,1,BOS,AL,3,7,0,0,0,0,0,0,0,0,0,3,,0,1,,0 +callajo01,1940,1,BSN,NL,6,5,0,0,0,0,0,0,0,,0,3,,0,0,,0 +camildo01,1940,1,BRO,NL,142,512,92,147,29,13,23,96,9,,89,83,,4,1,,6 +campbbr01,1940,1,DET,AL,103,297,56,84,15,5,8,44,2,7,45,28,,2,4,,8 +campbso01,1940,1,CLE,AL,35,62,8,14,1,0,0,2,0,0,7,12,,0,0,,1 +careyto02,1940,1,BOS,AL,43,62,4,20,4,0,0,7,0,0,2,1,,0,2,,2 +carlete01,1940,1,BRO,NL,34,43,2,8,1,0,0,2,0,,2,12,,0,5,,1 +carpebo01,1940,1,NY1,NL,5,10,0,1,0,0,0,1,0,,1,1,,1,0,,0 +carraal01,1940,1,WS1,AL,28,7,0,0,0,0,0,0,0,0,0,2,,0,0,,0 +casege01,1940,1,WS1,AL,154,656,109,192,29,5,5,56,35,10,52,39,,5,7,,5 +caseyhu01,1940,1,BRO,NL,45,36,4,9,1,0,0,1,0,,3,11,,0,8,,0 +castege01,1940,1,PHA,AL,36,62,3,8,1,0,0,4,0,0,3,24,,0,2,,2 +cavarph01,1940,1,CHN,NL,65,193,34,54,11,4,2,22,3,,31,18,,3,4,,2 +chandsp01,1940,1,NYA,AL,27,60,5,9,1,0,2,7,0,0,4,31,,1,4,,0 +chapmbe01,1940,1,CLE,AL,143,548,82,157,40,6,4,50,13,7,78,45,,2,3,,19 +chapmfr02,1940,1,PHA,AL,26,69,6,11,1,0,0,4,1,1,6,10,,0,4,,2 +chapmsa01,1940,1,PHA,AL,134,508,88,140,26,3,23,75,2,6,46,96,,1,7,,14 +chartmi01,1940,1,NYA,AL,11,15,2,2,1,0,0,3,0,0,5,5,,0,0,,0 +chaseke01,1940,1,WS1,AL,35,92,8,15,2,1,1,9,0,0,4,22,,0,5,,1 +cliftha01,1940,1,SLA,AL,150,523,92,143,29,5,20,87,9,8,104,62,,2,2,,9 +coffmdi01,1940,1,BSN,NL,31,12,0,1,0,0,0,0,0,,1,7,,0,0,,0 +coffmsl01,1940,1,SLA,AL,32,15,3,3,0,0,0,1,0,0,1,3,,0,2,,1 +colliri03,1940,1,CHN,NL,47,120,11,25,3,0,1,14,4,,14,18,,1,1,,5 +congedi01,1940,1,DET,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +coonejo01,1940,1,BSN,NL,108,365,40,116,14,3,0,21,4,,25,9,,1,13,,7 +coopemo01,1940,1,SLN,NL,38,83,5,13,2,0,0,3,0,,1,22,,0,7,,3 +coopewa01,1940,1,SLN,NL,6,19,3,6,1,0,0,2,1,,2,2,,0,0,,0 +coscape01,1940,1,BRO,NL,143,506,55,120,24,4,9,58,5,,53,59,,1,3,,13 +coxbi01,1940,1,SLA,AL,13,1,1,0,0,0,0,0,0,0,0,0,,0,0,,0 +craftha01,1940,1,CIN,NL,115,422,47,103,18,5,6,48,2,,17,46,,2,11,,5 +cramedo01,1940,1,BOS,AL,150,661,94,200,27,12,1,51,3,5,36,29,,1,14,,13 +crespcr01,1940,1,SLN,NL,3,11,2,3,1,0,0,0,1,,1,2,,0,0,,0 +cronijo01,1940,1,BOS,AL,149,548,104,156,35,6,24,111,7,5,83,65,,1,13,,6 +crosefr01,1940,1,NYA,AL,145,546,84,106,23,4,4,31,14,8,72,77,,10,5,,17 +croucfr01,1940,1,DET,AL,37,57,3,6,0,0,0,2,0,0,4,5,,0,0,,0 +cuccito01,1940,1,BSN,NL,34,126,14,34,9,0,0,19,1,,8,9,,1,0,,4 +cuccito01,1940,2,NY1,NL,88,307,26,64,9,2,5,36,1,,16,42,,0,1,,9 +cullero01,1940,1,BRO,NL,22,61,8,11,1,0,1,9,2,,23,11,,0,0,,1 +cullero01,1940,2,SLA,AL,86,257,41,59,11,2,7,31,0,1,50,34,,2,1,,3 +dahlgba01,1940,1,NYA,AL,155,568,51,150,24,4,12,73,1,1,46,54,,5,3,,20 +dalledo01,1940,1,CHN,NL,107,287,33,77,19,6,1,36,4,,34,13,,1,1,,6 +danniha01,1940,1,NY1,NL,140,524,65,157,34,4,13,91,3,,35,31,,5,2,,18 +daviscr01,1940,1,PHA,AL,23,67,4,18,1,1,0,9,1,0,3,10,,1,2,,2 +daviscu01,1940,1,SLN,NL,14,19,0,0,0,0,0,0,0,,0,6,,0,1,,0 +daviscu01,1940,2,BRO,NL,22,47,3,6,1,0,1,4,0,,2,7,,0,4,,0 +davissp01,1940,1,PIT,NL,99,285,23,93,14,1,5,39,0,,35,20,,2,2,,15 +deanch01,1940,1,PHA,AL,67,90,6,26,2,0,0,6,0,0,16,9,,0,2,,1 +deandi01,1940,1,CHN,NL,10,18,2,4,0,0,0,0,0,,0,2,,0,2,,0 +deanpa01,1940,1,NY1,NL,27,26,0,3,0,0,0,0,0,,0,2,,0,5,,0 +dejanmi01,1940,1,CIN,NL,12,16,1,3,0,1,0,2,0,,3,3,,0,0,,1 +delanbi02,1940,1,SLN,NL,15,18,0,4,0,0,0,2,0,,0,2,,0,0,,1 +demarfr02,1940,1,NY1,NL,121,460,68,139,18,6,7,61,5,,45,39,,0,16,,9 +derripa01,1940,1,CIN,NL,37,108,4,18,4,0,0,8,0,,0,19,,0,4,,1 +desauge01,1940,1,BOS,AL,71,222,19,50,7,1,0,17,0,1,32,13,,2,5,,7 +dickebi01,1940,1,NYA,AL,106,372,45,92,11,1,9,54,0,3,48,32,,2,2,,7 +dickmem01,1940,1,BOS,AL,35,28,1,3,0,0,0,0,0,1,1,9,,1,2,,0 +dicksmu01,1940,1,SLN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dietrbi01,1940,1,CHA,AL,23,50,5,12,1,0,1,8,0,0,7,14,,0,3,,1 +dietzdu01,1940,1,PIT,NL,6,7,2,1,0,0,0,0,0,,0,2,,0,0,,0 +dimagdo01,1940,1,BOS,AL,108,418,81,126,32,6,8,46,7,6,41,46,,2,5,,5 +dimagjo01,1940,1,NYA,AL,132,508,93,179,28,9,31,133,1,2,61,30,,3,0,,16 +dimagvi01,1940,1,CIN,NL,2,4,2,1,0,0,0,0,0,,1,0,,0,0,,1 +dimagvi01,1940,2,PIT,NL,110,356,59,103,26,0,19,54,11,,37,83,,5,2,,7 +dobsojo01,1940,1,CLE,AL,40,24,0,3,0,0,0,0,0,0,3,14,,0,0,,0 +doerrbo01,1940,1,BOS,AL,151,595,87,173,37,10,22,105,10,5,57,53,,0,6,,16 +donalat01,1940,1,NYA,AL,24,41,2,6,0,0,0,2,0,0,1,11,,0,5,,2 +dorseca01,1940,1,CLE,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +doyleca01,1940,1,BRO,NL,3,1,0,1,1,0,0,1,0,,0,0,,0,0,,0 +doyleca01,1940,2,SLN,NL,21,30,3,6,2,0,1,5,0,,2,11,,0,0,,1 +durocle01,1940,1,BRO,NL,62,160,10,37,9,1,1,14,1,,12,13,,0,3,,6 +earleto01,1940,1,BSN,NL,4,5,1,2,0,0,0,0,0,,2,1,,0,0,,0 +earlyja01,1940,1,WS1,AL,80,206,26,53,8,4,5,14,0,1,23,22,,1,1,,3 +eavesva01,1940,1,CHA,AL,5,5,0,0,0,0,0,0,0,0,0,1,,0,1,,0 +eisenha01,1940,1,CLE,AL,27,22,2,6,0,0,0,2,0,0,1,6,,0,0,,0 +elliobo01,1940,1,PIT,NL,148,551,88,161,34,11,5,64,13,,45,28,,2,13,,11 +eppsha01,1940,1,SLN,NL,11,15,6,3,0,0,0,1,0,,0,3,,0,0,,0 +erricdi01,1940,1,BSN,NL,34,83,3,13,2,0,0,3,0,,0,12,,0,5,,2 +evansal01,1940,1,WS1,AL,14,25,1,8,2,0,0,7,1,0,6,7,,0,0,,0 +fellebo01,1940,1,CLE,AL,43,115,7,18,5,1,2,12,0,0,8,45,,0,6,,1 +fernaed01,1940,1,PIT,NL,28,33,1,4,1,0,0,2,0,,7,6,,0,0,,0 +ferreri01,1940,1,WS1,AL,103,326,35,89,18,2,0,28,1,1,47,15,,0,2,,7 +ferrewe01,1940,1,BRO,NL,2,2,0,0,0,0,0,0,0,,0,2,,0,0,,0 +fettelo01,1940,1,BSN,NL,7,8,0,3,0,0,0,0,0,,1,0,,0,1,,0 +fettelo01,1940,2,BRO,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +filesa01,1940,1,PHI,NL,7,13,0,1,0,0,0,1,0,,0,1,,0,0,,1 +finnelo01,1940,1,BOS,AL,130,534,73,171,31,15,5,73,5,2,33,13,,0,7,,16 +fitzsfr01,1940,1,BRO,NL,20,47,6,5,1,0,0,1,0,,2,8,,2,4,,1 +flemibi01,1940,1,BOS,AL,10,13,1,0,0,0,0,0,0,0,1,3,,0,2,,0 +fletcel01,1940,1,PIT,NL,147,510,94,139,22,7,16,104,5,,119,54,,9,3,,12 +flowewe01,1940,1,BRO,NL,5,5,0,1,0,0,0,0,0,,0,0,,0,0,,0 +foxpe01,1940,1,DET,AL,93,350,49,101,17,4,5,48,7,7,21,30,,0,3,,4 +foxxji01,1940,1,BOS,AL,144,515,106,153,30,4,36,119,4,7,101,87,,0,2,,18 +frankhe01,1940,1,BRO,NL,65,131,11,24,4,0,1,14,2,,20,6,,1,2,,4 +frencla01,1940,1,CHN,NL,40,85,5,14,3,0,0,9,0,,7,20,,1,4,,3 +freylo01,1940,1,CIN,NL,150,563,102,150,23,6,8,54,22,,80,48,,3,17,,6 +fryech01,1940,1,PHI,NL,18,19,1,5,0,0,1,2,0,,0,6,,0,0,,1 +galanau01,1940,1,CHN,NL,68,209,33,48,14,2,3,22,9,,37,23,,0,2,,2 +galehde01,1940,1,BOS,AL,25,39,0,3,1,0,0,1,0,0,0,19,,0,7,,2 +gallajo02,1940,1,SLA,AL,23,70,14,19,3,1,2,8,2,0,4,12,,0,1,,3 +gallajo02,1940,2,BRO,NL,57,110,10,29,6,1,3,16,1,,2,14,,1,0,,1 +gamblle01,1940,1,CIN,NL,38,42,12,6,1,0,0,0,0,,0,1,,0,4,,1 +gantejo01,1940,1,PHA,AL,75,197,21,47,6,2,4,23,1,0,11,21,,1,1,,2 +garmsde01,1940,1,PIT,NL,103,358,76,127,23,7,5,57,3,,23,6,,1,3,,3 +gehrich01,1940,1,DET,AL,139,515,108,161,33,3,10,81,10,0,101,17,,3,10,,9 +gelbech01,1940,1,WS1,AL,22,54,7,20,7,1,0,7,0,0,4,3,,1,0,,1 +gelbech01,1940,2,BOS,AL,30,91,9,18,2,0,0,8,0,0,8,16,,0,0,,1 +giebefl01,1940,1,DET,AL,2,6,0,0,0,0,0,0,0,0,0,0,,0,1,,0 +gilbech01,1940,1,BRO,NL,57,142,23,35,9,1,2,8,0,,8,13,,0,1,,0 +gilleca01,1940,1,SLN,NL,7,25,1,4,1,0,0,5,0,,0,2,,0,0,,0 +giulito01,1940,1,BRO,NL,1,1,0,0,0,0,0,0,0,,0,1,,0,0,,0 +gleesji01,1940,1,CHN,NL,129,485,76,152,39,11,5,61,4,,54,52,,6,6,,8 +glennjo02,1940,1,BOS,AL,22,47,3,6,1,0,0,4,0,0,5,7,,0,1,,4 +glossal01,1940,1,NY1,NL,27,91,16,19,3,0,4,8,1,,10,16,,1,0,,1 +glossal01,1940,2,BSN,NL,60,148,17,35,2,1,3,14,1,,17,22,,0,0,,2 +gomezle01,1940,1,NYA,AL,9,9,0,0,0,0,0,0,0,0,0,2,,0,0,,0 +goodmiv01,1940,1,CIN,NL,136,519,78,134,20,6,12,63,9,,60,54,,0,15,,3 +gordojo01,1940,1,NYA,AL,155,616,112,173,32,10,30,103,18,8,52,57,,3,6,,12 +gorsijo01,1940,1,DET,AL,29,62,6,12,0,2,1,7,0,0,3,15,,0,1,,1 +gracejo01,1940,1,SLA,AL,80,229,45,59,14,2,5,25,2,2,26,23,,1,1,,5 +greenha01,1940,1,DET,AL,148,573,129,195,50,8,41,150,6,3,93,75,,1,3,,15 +grempbu01,1940,1,BSN,NL,4,9,0,2,0,0,0,2,0,,0,0,,0,1,,1 +grimeos01,1940,1,CLE,AL,11,13,3,0,0,0,0,0,0,0,0,5,,0,0,,0 +grissle01,1940,1,NYA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grissle01,1940,2,BRO,NL,14,23,1,5,0,0,0,0,0,,1,11,,0,0,,0 +grovele01,1940,1,BOS,AL,23,53,4,8,0,0,1,2,0,1,3,29,,0,5,,0 +groveor01,1940,1,CHA,AL,3,1,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +guisele01,1940,1,CIN,NL,2,3,0,1,0,0,0,0,0,,0,0,,0,0,,0 +gumbeha01,1940,1,NY1,NL,35,87,9,17,2,1,1,5,0,,2,29,,0,2,,2 +gustifr01,1940,1,PIT,NL,133,524,59,147,32,7,1,55,7,,35,39,,2,4,,13 +guttedo01,1940,1,SLN,NL,69,108,19,29,5,0,3,14,3,,5,15,,0,1,,2 +hackst01,1940,1,CHN,NL,149,603,101,191,38,6,8,40,21,,75,24,,3,5,,3 +hadlebu01,1940,1,NYA,AL,25,27,3,3,2,0,0,0,0,0,1,5,,0,2,,1 +hahndi01,1940,1,WS1,AL,1,3,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +haleod01,1940,1,CLE,AL,48,50,3,11,3,1,0,6,0,0,5,7,,0,0,,1 +halleja01,1940,1,CHA,AL,2,5,0,2,0,0,0,1,0,0,0,1,,0,0,,1 +hamlilu01,1940,1,BRO,NL,35,58,1,5,1,0,0,3,0,,0,18,,0,8,,0 +hanckbu01,1940,1,PHA,AL,1,0,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +handlle01,1940,1,PIT,NL,98,302,50,85,7,4,1,19,7,,27,16,,0,6,,2 +hardeme01,1940,1,CLE,AL,31,62,4,11,1,0,0,4,1,0,4,17,,0,5,,0 +harrera01,1940,1,PIT,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +harribo01,1940,1,SLA,AL,35,60,6,15,2,2,0,5,0,0,4,15,,0,5,,2 +harrimi01,1940,1,BOS,AL,13,22,6,6,0,0,0,2,0,0,6,7,,0,1,,0 +harshsa01,1940,1,SLA,AL,3,1,0,0,0,0,0,0,0,0,1,0,,0,0,,0 +hartnga01,1940,1,CHN,NL,37,64,3,17,3,0,1,12,0,,8,7,,0,1,,3 +hashhe01,1940,1,BOS,AL,35,40,4,7,5,0,0,4,0,0,0,4,,0,3,,2 +hassebu01,1940,1,BSN,NL,124,458,59,107,19,4,0,27,4,,25,16,,0,2,,14 +hayesfr01,1940,1,PHA,AL,136,465,73,143,23,4,16,70,9,3,61,59,,1,2,,13 +hayesja02,1940,1,CHA,AL,18,41,2,8,0,1,0,1,0,0,2,11,,0,3,,0 +haynejo01,1940,1,WS1,AL,22,19,1,2,0,0,0,0,0,0,0,5,,0,1,,0 +headed01,1940,1,BRO,NL,14,11,2,2,0,0,0,2,0,,0,2,,0,0,,0 +heathje01,1940,1,CLE,AL,100,356,55,78,16,3,14,50,5,3,40,62,,0,0,,2 +heffndo01,1940,1,SLA,AL,126,487,52,115,23,2,3,53,5,5,39,37,,2,2,,9 +heintke01,1940,1,PIT,NL,41,54,4,9,0,0,0,0,0,,2,9,,0,3,,3 +helfha01,1940,1,CLE,AL,1,1,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +hemslro01,1940,1,CLE,AL,119,416,46,111,20,5,4,42,1,3,22,25,,0,5,,9 +henrito01,1940,1,NYA,AL,90,293,57,90,28,5,10,53,1,2,48,30,,2,3,,6 +hermabi01,1940,1,CHN,NL,135,558,77,163,24,4,5,57,1,,47,30,,0,11,,16 +hershwi01,1940,1,CIN,NL,48,123,6,38,4,2,0,26,0,,6,6,,2,2,,5 +heussed01,1940,1,PHA,AL,41,30,4,5,0,0,1,4,0,0,5,12,,0,1,,0 +hevinjo02,1940,1,BOS,AL,39,40,4,8,0,0,0,6,0,0,3,6,,1,2,,2 +higbeki01,1940,1,PHI,NL,41,103,5,17,1,1,0,3,0,,3,26,,0,3,,4 +higgipi01,1940,1,DET,AL,131,480,70,130,24,3,13,76,4,2,61,31,,3,7,,14 +hildeor01,1940,1,NYA,AL,13,3,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +hoagmy01,1940,1,SLA,AL,76,191,20,50,11,0,3,26,2,0,13,30,,0,3,,4 +hoersle01,1940,1,PHI,NL,6,2,0,0,0,0,0,0,0,,0,0,,0,0,,0 +hollial01,1940,1,WS1,AL,3,6,1,1,0,0,0,0,0,0,0,2,,1,0,,0 +hoppjo01,1940,1,SLN,NL,80,152,24,41,7,4,1,14,3,,9,21,,1,1,,4 +howeldi01,1940,1,CLE,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hubbeca01,1940,1,NY1,NL,31,81,5,15,3,0,0,10,0,,1,15,,0,2,,2 +hudliwi01,1940,1,CLE,AL,4,8,0,1,0,0,0,0,0,0,1,3,,0,0,,0 +hudliwi01,1940,2,WS1,AL,8,10,0,1,0,0,0,0,0,0,0,4,,0,2,,0 +hudliwi01,1940,3,SLA,AL,6,2,0,1,0,0,0,0,0,0,0,1,,0,0,,0 +hudliwi01,1940,4,NY1,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,,0 +hudsojo01,1940,1,BRO,NL,85,179,13,39,4,3,0,19,2,,9,26,,0,1,,6 +hudsosi01,1940,1,WS1,AL,38,93,8,22,2,1,0,10,0,0,1,6,,0,2,,4 +hughero01,1940,1,PHI,NL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,,0 +humphjo02,1940,1,CLE,AL,19,6,1,0,0,0,0,0,0,0,1,5,,0,1,,0 +hutchfr01,1940,1,DET,AL,17,30,1,8,1,0,0,2,0,0,0,0,,0,0,,0 +hutchir01,1940,1,SLN,NL,20,18,2,4,0,0,0,0,0,,1,8,,0,1,,0 +hutchjo02,1940,1,CIN,NL,19,13,2,2,0,0,0,0,0,,2,1,,0,0,,1 +jacobbu01,1940,1,WS1,AL,9,1,0,0,0,0,0,0,0,0,0,1,,0,1,,0 +javeral01,1940,1,BSN,NL,29,23,1,2,0,0,0,1,0,,2,10,,0,1,,0 +johnsar02,1940,1,BSN,NL,2,1,0,0,0,0,0,0,0,,0,0,,0,0,,0 +johnsbo01,1940,1,PHA,AL,138,512,93,137,25,4,31,103,8,2,83,64,,4,1,,20 +johnsea01,1940,1,BOS,AL,18,27,3,2,0,0,0,0,0,0,0,10,,0,0,,1 +johnssi01,1940,1,PHI,NL,37,43,2,6,0,0,0,1,0,,0,13,,0,2,,1 +johnssy01,1940,1,PHI,NL,17,8,0,0,0,0,0,0,0,,0,3,,0,1,,1 +joinero01,1940,1,NY1,NL,30,11,1,3,0,0,0,1,0,,1,4,,0,1,,0 +jonesre01,1940,1,SLN,NL,12,11,0,1,0,0,0,1,0,,1,2,,0,0,,0 +joosted01,1940,1,CIN,NL,88,278,24,60,7,2,1,24,4,,32,40,,2,11,,7 +judniwa01,1940,1,SLA,AL,137,519,97,157,27,7,24,89,8,5,54,71,,0,4,,7 +jumonge01,1940,1,PHI,NL,11,34,0,3,0,0,0,0,0,,1,6,,1,0,,0 +jungeke01,1940,1,CLE,AL,2,1,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +jurgebi01,1940,1,NY1,NL,63,214,23,54,3,3,2,36,2,,25,14,,6,3,,11 +kalinfr01,1940,1,PIT,NL,3,3,0,0,0,0,0,1,0,,2,0,,0,0,,1 +kellech01,1940,1,NYA,AL,138,500,102,143,18,15,21,93,8,2,106,65,,0,3,,11 +keltnke01,1940,1,CLE,AL,149,543,67,138,24,10,15,77,10,5,51,56,,3,11,,11 +kennebo01,1940,1,CHA,AL,154,606,74,153,23,3,3,52,3,7,42,58,,0,7,,17 +kenneve01,1940,1,SLA,AL,35,84,12,25,3,1,2,12,0,0,3,13,,0,3,,1 +kimbane01,1940,1,BRO,NL,21,5,0,0,0,0,0,0,0,,0,3,,0,0,,0 +kimbane01,1940,2,SLN,NL,2,6,0,2,1,0,0,1,0,,0,1,,0,0,,0 +kleinch01,1940,1,PHI,NL,116,354,39,77,16,2,7,37,2,,44,30,,0,2,,8 +klingbo01,1940,1,PIT,NL,39,42,3,6,0,0,0,0,0,,1,2,,0,1,,3 +knickbi01,1940,1,NYA,AL,45,124,17,30,8,1,1,10,1,1,14,8,,3,4,,3 +knottja01,1940,1,CHA,AL,25,57,2,5,1,0,0,4,0,0,5,17,,0,4,,0 +kollodo01,1940,1,CHA,AL,10,40,5,9,1,0,0,3,1,0,0,3,,0,0,,1 +koyer01,1940,1,BRO,NL,24,48,9,11,2,1,1,8,1,,3,3,,0,1,,0 +koyer01,1940,2,SLN,NL,93,348,44,108,19,5,8,52,12,,28,59,,4,2,,5 +krakajo01,1940,1,WS1,AL,32,32,3,8,2,0,0,1,0,0,0,10,,0,0,,3 +krameja01,1940,1,SLA,AL,16,20,1,1,1,0,0,1,0,0,4,6,,0,1,,0 +kreevmi01,1940,1,CHA,AL,144,582,86,154,27,10,8,55,15,7,34,49,,0,21,,18 +kressre01,1940,1,DET,AL,33,99,13,22,3,1,1,11,0,0,10,12,,0,1,,7 +kuheljo01,1940,1,CHA,AL,155,603,111,169,28,8,27,94,12,5,87,59,,3,10,,11 +laabsch01,1940,1,SLA,AL,105,218,32,59,11,5,10,40,3,3,34,59,,1,0,,2 +lakeed01,1940,1,SLN,NL,32,66,12,14,3,0,2,7,1,,12,17,,1,1,,2 +lamanfr02,1940,1,BSN,NL,5,5,0,1,1,0,0,0,0,,0,1,,0,0,,0 +lanahdi01,1940,1,PIT,NL,40,34,4,4,0,0,0,2,0,,0,7,,0,1,,1 +laniema01,1940,1,SLN,NL,35,30,3,6,0,0,0,0,0,,1,5,,0,1,,4 +lannijo01,1940,1,PIT,NL,38,35,2,7,2,0,0,3,0,,2,8,,0,3,,0 +laryly01,1940,1,SLA,AL,27,54,5,3,1,1,0,3,0,0,4,7,,1,2,,1 +lavagco01,1940,1,BRO,NL,118,448,56,115,21,3,4,43,4,,70,32,,3,2,,12 +lawsoro01,1940,1,SLA,AL,30,22,1,1,0,0,0,0,0,0,0,5,,0,0,,0 +leebi02,1940,1,CHN,NL,37,76,4,10,2,0,0,3,0,,2,20,,1,2,,0 +leeth01,1940,1,CHA,AL,28,84,7,23,4,0,0,5,0,0,4,30,,0,5,,2 +leibeha01,1940,1,CHN,NL,117,440,68,133,24,2,17,86,1,,45,68,,3,3,,8 +leiped01,1940,1,PIT,NL,3,5,2,1,0,0,0,0,0,,0,0,,0,0,,1 +leonadu02,1940,1,WS1,AL,35,101,6,16,0,0,0,4,0,0,1,11,,0,8,,4 +levyed01,1940,1,PHI,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,,0 +lewisbu01,1940,1,WS1,AL,148,600,101,190,38,10,6,63,15,10,74,36,,1,4,,10 +lillabi01,1940,1,PHA,AL,73,206,26,49,8,2,1,21,0,1,28,28,,1,6,,3 +lillage01,1940,1,SLN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +litwhda01,1940,1,PHI,NL,36,142,10,49,2,2,5,17,1,,3,13,,1,0,,1 +loanebo01,1940,1,BSN,NL,13,22,4,5,3,0,0,1,2,,2,5,,0,1,,0 +lodigda01,1940,1,PHA,AL,1,1,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +lohrmbi01,1940,1,NY1,NL,31,65,6,8,1,0,0,2,0,,3,24,,0,4,,2 +lombaer01,1940,1,CIN,NL,109,376,50,120,22,0,14,74,0,,31,14,,7,0,,18 +lopezal01,1940,1,BSN,NL,36,119,20,35,3,1,2,17,1,,6,8,,0,1,,3 +lopezal01,1940,2,PIT,NL,59,174,15,45,6,2,1,24,5,,13,13,,0,4,,8 +lucadjo01,1940,1,SLA,AL,17,63,15,20,4,2,2,10,1,0,6,4,,2,0,,0 +lupieto01,1940,1,BOS,AL,10,19,5,9,3,2,0,4,0,0,1,1,,0,0,,0 +lynnre01,1940,1,NY1,NL,33,4,0,0,0,0,0,0,0,,0,1,,0,0,,0 +lyonste01,1940,1,CHA,AL,22,75,4,18,4,0,0,7,0,0,2,7,,0,2,,4 +macfada01,1940,1,PIT,NL,35,28,2,5,0,0,0,1,0,,1,2,,0,1,,1 +mackra01,1940,1,CLE,AL,146,530,60,150,21,5,12,69,4,2,51,77,,0,2,,14 +maconma01,1940,1,BRO,NL,2,1,0,1,0,0,0,0,0,,0,0,,0,0,,0 +mahanar01,1940,1,PHI,NL,146,544,55,133,24,5,2,39,4,,40,37,,1,6,,10 +majesha01,1940,1,BSN,NL,3,3,0,0,0,0,0,0,0,,0,0,,0,0,,0 +malloji01,1940,1,WS1,AL,4,12,2,2,0,0,0,0,0,0,1,1,,0,0,,0 +mancugu01,1940,1,BRO,NL,60,144,16,33,8,0,0,16,0,,13,7,,0,0,,4 +mannodo01,1940,1,BSN,NL,3,7,1,2,0,0,1,4,0,,0,2,,0,0,,0 +marchph01,1940,1,PHA,AL,2,2,0,0,0,0,0,0,0,0,0,1,,0,1,,0 +marioma01,1940,1,SLN,NL,125,435,44,121,18,1,3,46,9,,21,34,,0,12,,12 +marniha01,1940,1,PHI,NL,11,34,4,6,0,0,0,4,0,,4,2,,0,1,,0 +martihe01,1940,1,PHI,NL,33,83,10,21,6,1,0,5,1,,9,9,,0,4,,0 +martipe01,1940,1,SLN,NL,86,228,28,72,15,4,3,39,6,,22,24,,1,2,,1 +martist01,1940,1,SLN,NL,112,369,45,88,12,6,4,32,4,,33,35,,0,5,,5 +martyjo01,1940,1,PHI,NL,123,455,52,123,21,8,13,50,2,,17,50,,1,9,,15 +masiph01,1940,1,BSN,NL,63,138,11,27,4,1,1,14,0,,14,14,,0,0,,5 +mastepa01,1940,1,PHI,NL,2,1,0,0,0,0,0,0,0,,0,0,,0,0,,0 +mastewa02,1940,1,WS1,AL,31,38,6,7,1,0,0,1,0,0,4,17,,0,3,,1 +mattibo01,1940,1,CHN,NL,128,441,30,96,15,0,0,33,5,,19,33,,0,4,,8 +maynabu01,1940,1,NY1,NL,7,29,6,8,2,2,1,2,0,,2,6,,0,0,,0 +maypi01,1940,1,PHI,NL,136,501,59,147,24,2,1,48,2,,58,33,,4,8,,9 +mazzeme01,1940,1,PHI,NL,69,156,16,37,5,4,0,13,1,,19,15,,0,5,,5 +mccarjo03,1940,1,NY1,NL,51,67,6,16,4,0,0,5,0,,2,8,,0,0,,3 +mccorfr01,1940,1,CIN,NL,155,618,93,191,44,3,19,127,2,,52,26,,5,1,,23 +mccormi02,1940,1,CIN,NL,110,417,48,125,20,0,1,30,8,,13,36,,3,20,,7 +mccosba01,1940,1,DET,AL,143,589,123,200,39,19,4,57,13,9,67,41,,1,3,,8 +mccoybe01,1940,1,PHA,AL,134,490,56,126,26,5,7,62,2,2,65,44,,1,4,,14 +mccrale01,1940,1,PHA,AL,4,4,0,1,0,0,0,0,0,1,0,1,,0,0,,0 +mcculcl01,1940,1,CHN,NL,9,26,4,4,1,0,0,1,0,,5,5,,0,0,,1 +mcgeebi01,1940,1,SLN,NL,38,73,5,13,3,0,0,11,0,,1,17,,0,10,,3 +mckaiar01,1940,1,DET,AL,27,7,3,1,0,0,0,0,0,0,2,4,,0,1,,0 +mclaupa01,1940,1,PHA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcnaier01,1940,1,CHA,AL,66,251,26,57,13,1,7,31,1,7,12,26,,1,5,,8 +mcquige02,1940,1,SLA,AL,151,594,78,166,39,10,16,84,3,3,57,58,,0,8,,12 +medwijo01,1940,1,SLN,NL,37,158,21,48,12,0,3,20,0,,6,8,,0,0,,8 +medwijo01,1940,2,BRO,NL,106,423,62,127,18,12,14,66,2,,26,28,,3,0,,11 +meltocl01,1940,1,NY1,NL,37,54,6,12,1,1,0,3,0,,2,14,,0,6,,1 +methasc01,1940,1,DET,AL,26,37,6,9,0,1,0,3,0,1,2,8,,0,1,,0 +meyerdu01,1940,1,DET,AL,23,58,12,15,3,0,0,6,2,0,4,10,,1,2,,0 +milesca01,1940,1,PHA,AL,2,4,1,3,1,0,0,1,0,0,0,0,,0,0,,0 +milesde01,1940,1,PHA,AL,88,236,26,71,9,6,1,23,1,1,8,18,,1,1,,2 +milleed03,1940,1,BSN,NL,151,569,78,157,33,3,14,79,8,,41,43,,5,2,,16 +milliwa01,1940,1,PHI,NL,26,43,1,3,0,0,0,0,0,,4,4,,0,0,,2 +millsbu01,1940,1,NYA,AL,34,63,10,25,3,3,1,15,0,0,7,5,,0,0,,6 +millsle01,1940,1,SLA,AL,26,13,2,2,0,0,0,0,0,0,1,6,,0,0,,0 +milnaal01,1940,1,CLE,AL,37,94,8,17,2,0,0,5,0,0,3,29,,1,3,,0 +mizejo01,1940,1,SLN,NL,155,579,111,182,31,13,43,137,7,,82,49,,5,0,,10 +monchal01,1940,1,PHI,NL,19,14,1,2,0,0,0,0,1,,0,6,,0,0,,0 +montere01,1940,1,WS1,AL,27,33,4,6,1,1,0,1,0,0,1,4,,0,0,,0 +moorege03,1940,1,BRO,NL,10,26,3,7,2,0,0,2,0,,1,3,,0,0,,0 +moorege03,1940,2,BSN,NL,103,363,46,106,24,1,5,39,2,,25,32,,0,4,,10 +moorejo02,1940,1,NY1,NL,138,543,83,150,33,4,6,46,7,,43,30,,7,12,,8 +moorete01,1940,1,SLN,NL,136,537,92,163,33,4,17,64,18,,42,44,,2,4,,6 +moorewh01,1940,1,CIN,NL,25,39,1,5,0,0,0,1,0,,2,9,,0,4,,0 +mootyja01,1940,1,CHN,NL,24,38,2,10,0,0,0,2,0,,1,6,,0,3,,2 +moseswa01,1940,1,PHA,AL,142,537,91,166,41,9,9,50,6,4,75,44,,2,5,,4 +muellhe02,1940,1,PHI,NL,97,263,24,65,13,2,3,28,2,,37,23,,2,3,,6 +muellra01,1940,1,PIT,NL,4,3,1,1,0,0,0,1,0,,2,0,,0,0,,0 +mulcahu01,1940,1,PHI,NL,37,94,5,19,2,0,0,7,0,,3,7,,0,6,,6 +mullipa01,1940,1,DET,AL,4,4,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +mungova01,1940,1,BRO,NL,8,7,0,0,0,0,0,0,0,,0,1,,0,0,,0 +murphjo04,1940,1,NYA,AL,35,13,2,1,0,0,0,0,0,0,4,4,,0,2,,0 +mustaal01,1940,1,BOS,AL,6,6,0,2,1,0,0,3,0,0,0,2,,0,0,,0 +myerbu01,1940,1,WS1,AL,71,210,28,61,14,4,0,29,6,3,34,10,,0,1,,6 +myersbi01,1940,1,CIN,NL,90,282,33,57,14,2,5,30,0,,30,56,,2,9,,4 +naymimi01,1940,1,CLE,AL,13,6,0,1,0,0,0,0,0,0,1,2,,0,0,,0 +nelsoly01,1940,1,DET,AL,19,23,4,8,0,0,1,3,0,0,0,6,,0,0,,0 +newhoha01,1940,1,DET,AL,28,40,3,8,0,0,0,2,0,0,3,4,,0,4,,0 +newlima01,1940,1,SLA,AL,1,2,0,1,0,0,0,1,0,0,0,1,,0,0,,0 +newsobo01,1940,1,DET,AL,36,107,9,23,5,0,0,16,0,0,1,17,,0,4,,4 +nichobi01,1940,1,CHN,NL,135,491,78,146,27,7,25,98,2,,50,67,,3,1,,7 +niggejo01,1940,1,SLA,AL,28,51,1,9,1,0,0,1,0,0,2,13,,0,1,,0 +nonnere01,1940,1,BOS,AL,9,7,0,0,0,0,0,1,0,0,0,4,,1,0,,0 +odeake01,1940,1,NY1,NL,48,96,9,23,4,1,0,12,0,,16,15,,0,2,,2 +olsenve01,1940,1,CHN,NL,35,57,4,15,3,0,0,5,2,,2,9,,0,3,,0 +orengjo01,1940,1,SLN,NL,129,415,58,119,23,4,7,56,9,,65,90,,0,16,,3 +osterfr01,1940,1,BOS,AL,33,54,9,17,3,0,0,1,0,0,3,6,,0,0,,1 +ottme01,1940,1,NY1,NL,151,536,89,155,27,3,19,79,6,,100,50,,6,5,,9 +owenma01,1940,1,BOS,AL,20,57,4,12,0,0,0,6,0,0,8,4,,0,0,,3 +owenmi01,1940,1,SLN,NL,117,307,27,81,16,2,0,27,4,,34,13,,2,6,,10 +padgedo01,1940,1,SLN,NL,93,240,24,58,15,1,6,41,1,,26,14,,2,0,,6 +pageva01,1940,1,CHN,NL,31,13,1,4,2,0,0,0,0,,1,2,,0,0,,0 +passecl01,1940,1,CHN,NL,46,98,12,20,5,1,1,6,2,,9,33,,1,3,,0 +peacojo01,1940,1,BOS,AL,63,131,20,37,4,1,0,13,1,1,23,10,,0,2,,8 +pearsik01,1940,1,PHI,NL,29,44,4,9,2,0,0,5,0,,2,7,,0,4,,2 +pearsmo01,1940,1,NYA,AL,16,33,2,4,1,0,0,2,0,0,3,7,,0,7,,0 +peterru02,1940,1,CLE,AL,30,71,5,17,3,2,0,7,1,0,4,14,,0,0,,2 +phelpba01,1940,1,BRO,NL,118,370,47,109,24,5,13,61,2,,30,27,,1,3,,16 +piechal01,1940,1,BSN,NL,21,20,3,4,0,0,0,2,0,,3,4,,0,1,,0 +pippeco01,1940,1,DET,AL,4,8,0,0,0,0,0,0,0,0,0,2,,0,0,,2 +podgajo01,1940,1,PHI,NL,4,12,0,2,0,0,0,1,0,,0,4,,0,0,,0 +pofahji01,1940,1,WS1,AL,119,406,34,95,23,5,2,36,2,0,37,55,,0,4,,11 +posedbi01,1940,1,BSN,NL,35,82,6,14,4,0,0,10,0,,6,11,,0,2,,3 +pottene01,1940,1,PHA,AL,31,71,4,18,2,0,0,4,0,0,3,7,,0,6,,2 +powelja03,1940,1,NYA,AL,12,27,3,5,0,0,0,2,0,0,1,4,,0,0,,1 +preibme01,1940,1,BSN,NL,11,40,3,9,2,0,0,5,0,,2,4,,0,1,,0 +pressto01,1940,1,BRO,NL,24,17,0,0,0,0,0,0,0,,0,2,,0,4,,0 +pytlafr01,1940,1,CLE,AL,62,149,16,21,2,1,0,16,0,1,17,5,,1,5,,3 +rachust01,1940,1,BRO,NL,2,2,0,0,0,0,0,0,0,,1,0,,0,0,,0 +radclri01,1940,1,SLA,AL,150,584,83,200,33,9,7,81,6,4,47,20,,1,4,,11 +raffeke01,1940,1,CHN,NL,43,30,2,5,0,0,0,0,0,,0,18,,0,2,,0 +rambepe01,1940,1,PIT,NL,3,2,0,0,0,0,0,0,0,,1,0,,0,0,,0 +reesepe01,1940,1,BRO,NL,84,312,58,85,8,4,5,28,15,,45,42,,1,3,,1 +reisepe01,1940,1,BRO,NL,58,225,34,66,11,4,3,20,2,,15,33,,0,1,,4 +richwo01,1940,1,BOS,AL,3,4,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +riddlel01,1940,1,CIN,NL,15,7,0,1,0,0,0,0,0,,1,4,,0,0,,0 +riggsle01,1940,1,CIN,NL,41,72,8,21,7,1,1,9,0,,2,4,,0,0,,1 +rignejo01,1940,1,CHA,AL,40,93,5,20,4,0,0,7,1,0,3,28,,0,12,,3 +ripplji01,1940,1,BRO,NL,7,13,0,3,0,0,0,0,0,,2,2,,0,0,,0 +ripplji01,1940,2,CIN,NL,32,101,15,31,10,0,4,20,1,,13,5,,2,3,,1 +rizzojo01,1940,1,PIT,NL,9,28,1,5,1,0,0,2,0,,5,5,,1,0,,1 +rizzojo01,1940,2,CIN,NL,31,110,17,31,6,0,4,17,1,,14,14,,0,0,,1 +rizzojo01,1940,3,PHI,NL,103,367,53,107,12,2,20,53,2,,37,31,,1,2,,4 +robersh01,1940,1,WS1,AL,10,33,4,7,0,1,0,0,0,0,5,6,,0,0,,0 +rogelbi01,1940,1,CHN,NL,33,59,7,8,0,0,1,3,1,,2,8,,0,2,,0 +rolfere01,1940,1,NYA,AL,139,588,102,147,26,6,10,53,4,2,50,48,,2,7,,4 +rootch01,1940,1,CHN,NL,36,31,4,4,0,0,0,1,0,,2,10,,1,0,,2 +rosarbu01,1940,1,NYA,AL,73,228,34,68,11,3,4,37,7,1,19,11,,2,5,,6 +rosenla01,1940,1,CHA,AL,107,276,46,83,14,5,6,42,2,3,64,32,,0,6,,3 +rossbu02,1940,1,PHA,AL,24,53,2,7,0,0,1,4,0,0,2,14,,0,2,,1 +rossch01,1940,1,BSN,NL,149,569,84,160,23,14,17,89,4,,59,127,,3,1,,5 +rossdo01,1940,1,BRO,NL,10,38,4,11,2,0,1,8,1,,3,3,,0,0,,0 +rowelba01,1940,1,BSN,NL,130,486,46,148,19,8,3,58,12,,18,22,,1,3,,4 +rowesc01,1940,1,DET,AL,27,67,7,18,6,1,1,18,1,1,5,13,,0,1,,2 +rubelal01,1940,1,PHA,AL,108,376,49,92,16,6,4,38,4,5,48,58,,0,5,,7 +ruckejo01,1940,1,NY1,NL,86,277,38,82,7,5,4,23,4,,7,32,,0,3,,3 +ruffire01,1940,1,NYA,AL,33,89,8,11,4,0,1,7,0,0,3,9,,0,1,,6 +russeja01,1940,1,SLN,NL,26,13,0,0,0,0,0,0,0,,0,6,,0,0,,1 +russeri01,1940,1,CHN,NL,68,215,15,53,7,2,5,33,1,,8,23,,1,3,,7 +russoma01,1940,1,NYA,AL,30,64,8,12,3,0,0,4,1,0,8,21,,0,6,,2 +salvoma01,1940,1,BSN,NL,21,58,1,6,0,0,0,4,0,,4,22,,0,0,,2 +sanfoja01,1940,1,WS1,AL,34,122,5,24,4,2,0,10,0,0,6,17,,0,0,,0 +scarsle01,1940,1,BSN,NL,18,60,7,18,1,3,0,8,2,,3,5,,1,0,,0 +scharge01,1940,1,PHI,NL,7,17,0,5,0,0,0,0,0,,0,3,,0,0,,0 +schulha01,1940,1,PHI,NL,120,436,44,103,18,2,1,21,3,,32,30,,0,20,,3 +schuljo05,1940,1,PIT,NL,16,36,2,7,0,1,0,4,0,,2,1,,0,0,,0 +schumha02,1940,1,NY1,NL,35,78,11,15,1,2,1,8,0,,3,18,,1,3,,3 +seatsto01,1940,1,DET,AL,26,12,0,1,0,0,0,0,0,0,0,2,,0,0,,0 +secorfr01,1940,1,DET,AL,1,1,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +seedsbo01,1940,1,NY1,NL,56,155,18,45,5,2,4,16,0,,17,19,,3,2,,4 +selkige01,1940,1,NYA,AL,118,379,68,102,17,5,19,71,3,6,84,43,,3,4,,3 +sewelri01,1940,1,PIT,NL,47,73,14,14,2,1,1,4,0,,3,19,,0,1,,1 +shoffmi01,1940,1,CIN,NL,20,16,1,2,0,0,0,0,0,,0,4,,0,1,,0 +shortda01,1940,1,CHA,AL,4,3,1,1,0,0,0,0,0,0,1,2,,0,0,,0 +shouncl01,1940,1,SLN,NL,54,63,5,12,0,0,0,5,0,,0,5,,0,2,,1 +siebedi01,1940,1,PHA,AL,154,595,69,170,31,6,5,77,8,6,33,34,,2,7,,12 +silveke01,1940,1,CHA,AL,28,24,5,6,2,0,2,10,0,0,4,7,,0,0,,2 +simmoal01,1940,1,PHA,AL,37,81,7,25,4,0,1,19,0,0,4,8,,0,0,,4 +sistisi01,1940,1,BSN,NL,123,459,73,115,19,5,6,34,4,,36,64,,4,8,,4 +slaugen01,1940,1,SLN,NL,140,516,96,158,25,13,17,73,8,,50,35,,2,1,,4 +smithal03,1940,1,CLE,AL,31,62,12,19,4,0,0,5,0,0,7,9,,1,1,,2 +smithcl01,1940,1,DET,AL,14,7,0,0,0,0,0,0,0,0,0,4,,0,0,,0 +smithed04,1940,1,CHA,AL,32,69,7,15,3,1,0,4,0,0,6,15,,0,8,,2 +smollle01,1940,1,PHI,NL,33,31,2,5,0,0,0,0,0,,0,17,,0,0,,0 +soltemo01,1940,1,CHA,AL,116,428,65,132,28,3,12,80,3,3,27,54,,1,1,,10 +spencst01,1940,1,BOS,AL,51,68,5,19,2,1,2,13,0,1,4,9,,0,0,,1 +staintu01,1940,1,DET,AL,15,40,4,9,2,0,0,1,0,0,1,9,,1,2,,2 +stewagl01,1940,1,NY1,NL,15,29,1,4,1,0,0,0,0,,1,2,,0,0,,2 +stewane01,1940,1,PHI,NL,10,31,3,4,0,0,0,0,0,,1,5,,0,0,,1 +stranal01,1940,1,SLA,AL,54,167,26,31,8,3,0,6,2,1,22,12,,1,6,,5 +strinni01,1940,1,BSN,NL,33,43,2,5,0,0,0,1,0,,2,14,,0,2,,0 +sturgbo01,1940,1,CHN,NL,7,21,1,4,1,0,0,2,0,,0,1,,0,0,,1 +suhrgu01,1940,1,PHI,NL,10,25,4,4,0,0,2,5,0,,5,5,,0,0,,0 +sullibi04,1940,1,DET,AL,78,220,36,68,14,4,3,41,2,0,31,11,,2,3,,2 +sullijo05,1940,1,BSN,NL,36,71,3,14,1,0,0,6,0,,0,9,,0,3,,0 +sundrst01,1940,1,NYA,AL,27,29,1,4,0,0,0,2,0,0,3,16,,0,1,,0 +suscege01,1940,1,SLA,AL,61,113,6,24,4,0,0,13,1,0,9,9,,2,3,,8 +swiftbi01,1940,1,BSN,NL,4,3,0,0,0,0,0,0,0,,0,0,,0,0,,0 +swiftbo01,1940,1,SLA,AL,130,398,37,97,20,1,0,39,1,0,28,39,,1,6,,8 +swigaoa01,1940,1,PIT,NL,7,5,0,1,0,0,0,1,1,,0,0,,0,1,,0 +taborji01,1940,1,BOS,AL,120,459,73,131,28,6,21,81,14,10,42,58,,0,4,,5 +tamulvi01,1940,1,BRO,NL,42,46,4,6,1,0,0,1,0,,3,6,,0,1,,2 +tebbebi01,1940,1,DET,AL,111,379,46,112,24,4,4,46,4,5,35,14,,1,2,,9 +terryya01,1940,1,BOS,AL,4,8,1,2,0,0,0,0,0,0,0,3,,0,0,,0 +thomabu01,1940,1,DET,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thompju01,1940,1,CIN,NL,33,79,5,18,4,1,0,11,0,,2,26,,0,8,,1 +thumalo01,1940,1,WS1,AL,2,2,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +tiptoer01,1940,1,PHA,AL,2,8,2,1,0,1,0,0,0,0,1,1,,0,0,,0 +tobinji01,1940,1,BSN,NL,20,43,5,12,3,0,0,3,0,,1,10,,0,0,,2 +toddal01,1940,1,CHN,NL,104,381,31,97,13,2,6,42,1,,11,29,,4,5,,9 +torregi01,1940,1,WS1,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +trambre01,1940,1,NY1,NL,2,4,0,1,0,0,0,0,1,,1,1,,0,0,,0 +travice01,1940,1,WS1,AL,136,528,60,170,37,11,2,76,0,1,48,23,,2,6,,5 +treshmi01,1940,1,CHA,AL,135,480,62,135,15,5,1,64,3,10,49,40,,1,8,,12 +troskha01,1940,1,CLE,AL,140,522,85,154,39,4,25,93,1,2,79,45,,4,3,,5 +trottbi01,1940,1,SLA,AL,36,22,1,1,0,0,0,0,0,0,2,15,,0,2,,1 +troutdi01,1940,1,DET,AL,33,31,4,4,0,0,0,4,0,0,2,9,,0,0,,1 +turneji01,1940,1,CIN,NL,25,75,7,18,5,1,0,2,0,,0,3,,0,1,,1 +turneto01,1940,1,CHA,AL,37,96,11,20,1,2,0,6,1,0,3,12,,1,1,,2 +uhlbo01,1940,1,DET,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +valoel01,1940,1,PHA,AL,6,23,6,8,0,0,0,0,2,0,3,0,,0,0,,0 +vandehy01,1940,1,NY1,NL,13,8,0,1,0,0,0,1,0,,1,0,,0,1,,1 +vandejo01,1940,1,CIN,NL,12,20,6,6,2,0,0,0,0,,1,3,,0,0,,0 +vanroma01,1940,1,PIT,NL,145,572,82,156,27,7,11,116,2,,33,58,,3,1,,16 +vaughar01,1940,1,PIT,NL,156,594,113,178,40,15,7,95,12,,88,25,,3,4,,5 +vaughpo01,1940,1,PHA,AL,18,34,3,8,0,0,0,2,0,0,1,7,,0,1,,2 +vernomi01,1940,1,WS1,AL,5,19,0,3,0,0,0,0,0,0,0,3,,0,0,,1 +vosmijo01,1940,1,BRO,NL,116,404,45,114,14,6,1,42,0,,22,21,,1,4,,8 +wagnech01,1940,1,BOS,AL,13,5,1,1,0,0,0,1,0,0,0,2,,0,0,,0 +wagneha01,1940,1,PHA,AL,34,75,9,19,5,1,0,10,0,0,11,6,,1,2,,2 +walkedi02,1940,1,BRO,NL,143,556,75,171,37,8,6,66,3,,42,21,,1,6,,7 +walkege02,1940,1,WS1,AL,140,595,87,175,29,7,13,96,21,4,24,58,,3,0,,12 +walkeha01,1940,1,SLN,NL,7,27,2,5,2,0,0,6,0,,0,2,,0,1,,0 +wallaja02,1940,1,PHA,AL,6,20,0,3,0,0,0,2,0,0,0,2,,0,0,,0 +waltebu01,1940,1,CIN,NL,37,117,11,24,3,0,1,18,2,,4,14,,0,6,,1 +wanerll01,1940,1,PIT,NL,72,166,30,43,3,0,0,3,2,,5,5,,1,0,,1 +wanerpa01,1940,1,PIT,NL,89,238,32,69,16,1,1,32,0,,23,14,,0,0,,4 +warnelo01,1940,1,SLN,NL,33,86,6,18,2,0,1,13,0,,5,24,,0,7,,4 +warrebe01,1940,1,PHI,NL,106,289,33,71,6,1,12,34,1,,40,46,,1,1,,9 +warstra01,1940,1,BSN,NL,33,57,6,12,0,0,0,4,0,,10,5,,0,1,,4 +warstra01,1940,2,CHN,NL,45,159,19,36,4,1,1,18,1,,8,19,,0,1,,3 +wasdeji01,1940,1,WS1,AL,10,35,3,3,1,0,0,0,0,0,2,7,,0,0,,0 +wasdeji01,1940,2,BRO,NL,77,230,35,64,14,4,3,37,4,,18,24,,1,4,,4 +weathro01,1940,1,CLE,AL,135,578,90,175,35,11,12,59,9,8,27,26,,1,9,,9 +webbsk01,1940,1,CHA,AL,84,334,33,79,11,2,1,29,3,6,30,33,,0,5,,4 +weilabo01,1940,1,SLN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +weilaed01,1940,1,CHA,AL,5,5,1,1,0,0,0,0,0,0,0,3,,0,0,,0 +welajjo01,1940,1,WS1,AL,88,215,31,55,9,0,3,21,8,7,19,20,,2,3,,4 +werbebi01,1940,1,CIN,NL,143,584,105,162,35,5,12,48,16,,68,40,,8,3,,7 +westdi01,1940,1,CIN,NL,7,28,4,11,2,0,1,6,1,,0,2,,0,0,,0 +westma02,1940,1,BSN,NL,139,524,72,137,27,5,7,72,2,,65,54,,1,0,,4 +westsa01,1940,1,WS1,AL,57,99,7,25,6,1,1,18,0,2,16,13,,0,2,,0 +whitebu01,1940,1,NY1,NL,133,568,68,160,9,6,4,36,9,,26,17,,5,7,,16 +whiteer01,1940,1,SLN,NL,9,7,1,3,0,0,0,0,1,,1,0,,0,0,,0 +whitefu01,1940,1,SLA,AL,2,2,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +whitejo02,1940,1,SLA,AL,15,12,0,2,0,0,0,1,0,0,0,3,,0,0,,1 +wietewh01,1940,1,BSN,NL,35,41,3,8,1,0,0,1,0,,5,5,,0,0,,1 +wilbocl01,1940,1,BSN,NL,5,7,0,0,0,0,0,0,0,,0,1,,0,0,,0 +williac01,1940,1,BSN,NL,5,2,0,0,0,0,0,0,0,,0,1,,0,0,,1 +willite01,1940,1,BOS,AL,144,561,134,193,43,14,23,113,4,4,96,54,,3,1,,13 +wilsoja01,1940,1,BOS,AL,41,66,9,18,2,1,2,8,0,0,1,11,,0,0,,1 +wilsoji01,1940,1,CIN,NL,16,37,2,9,2,0,0,3,1,,2,1,,0,2,,0 +wilsoma01,1940,1,PHI,NL,3,2,0,0,0,0,0,0,0,,0,1,,0,0,,0 +witekmi01,1940,1,NY1,NL,119,433,34,111,7,0,3,31,2,,24,17,,0,4,,13 +wrighta01,1940,1,CHA,AL,147,581,79,196,31,9,5,88,4,7,43,25,,2,1,,9 +wyattwh01,1940,1,BRO,NL,37,80,8,14,2,0,1,7,0,,2,15,,0,8,,4 +yorkru01,1940,1,DET,AL,155,588,105,186,46,6,33,134,3,2,89,88,,4,4,,12 +youngba01,1940,1,NY1,NL,149,556,75,159,27,4,17,101,4,,69,28,,2,5,,11 +youngde02,1940,1,PHI,NL,15,33,2,8,0,1,0,1,0,,2,1,,0,1,,1 +youngpe01,1940,1,PIT,NL,54,136,19,34,8,2,2,20,1,,12,23,,2,0,,0 +zuberbi01,1940,1,CLE,AL,17,3,0,1,0,0,0,0,0,0,0,0,,0,0,,0 +adamsac01,1941,1,NY1,NL,38,12,0,1,0,0,0,0,0,,0,3,,0,0,,0 +aderhmo01,1941,1,WS1,AL,11,14,3,2,0,0,0,1,0,0,1,3,,0,0,,0 +albosed01,1941,1,BRO,NL,2,4,0,0,0,0,0,0,0,,0,3,,0,0,,0 +alenoch01,1941,1,CIN,NL,54,169,23,41,7,3,1,18,3,,11,16,,0,0,,4 +allenjo02,1941,1,SLA,AL,20,22,6,3,0,0,1,4,0,0,1,3,,0,1,,2 +allenjo02,1941,2,BRO,NL,11,20,0,1,0,0,0,0,0,,0,5,,0,1,,0 +anderal01,1941,1,PIT,NL,70,223,32,48,7,2,1,10,2,,14,30,,1,2,,3 +anderre01,1941,1,WS1,AL,32,31,1,8,0,1,0,1,0,0,2,10,,0,2,,0 +andrena01,1941,1,CLE,AL,2,1,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +applepe01,1941,1,CHA,AL,13,4,0,1,0,0,0,0,0,0,0,0,,0,0,,0 +applilu01,1941,1,CHA,AL,154,592,93,186,26,8,1,57,12,8,82,32,,1,2,,10 +aragoja01,1941,1,NY1,NL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,,0 +archige01,1941,1,WS1,AL,105,379,45,102,20,4,3,48,8,4,30,42,,1,2,,10 +archige01,1941,2,SLA,AL,9,29,3,11,3,0,0,5,2,0,7,3,,0,0,,2 +arnovmo01,1941,1,NY1,NL,85,207,25,58,8,3,2,22,2,,23,14,,0,1,,8 +aukerel01,1941,1,SLA,AL,37,80,8,10,1,1,0,5,1,0,3,27,,0,3,,0 +averiea01,1941,1,BSN,NL,8,17,2,2,0,0,0,2,0,,1,4,,1,0,,0 +babicjo01,1941,1,PHA,AL,16,25,2,10,2,0,0,2,0,0,2,4,,0,2,,1 +bagbyji02,1941,1,CLE,AL,35,74,5,18,1,0,0,8,0,0,1,6,,0,4,,2 +bakerbi01,1941,1,CIN,NL,2,1,0,0,0,0,0,0,0,,1,1,,0,0,,0 +bakerbi01,1941,2,PIT,NL,35,67,5,15,3,0,0,6,0,,11,0,,0,2,,2 +barnaba01,1941,1,NY1,NL,10,42,5,9,3,0,1,5,0,,2,6,,0,1,,0 +barnige01,1941,1,BSN,NL,1,2,0,0,0,0,0,0,0,,0,2,,0,0,,0 +bartedi01,1941,1,DET,AL,5,12,0,2,1,0,0,1,0,1,2,2,,1,1,,0 +bartedi01,1941,2,NY1,NL,104,373,44,113,20,0,5,35,6,,52,29,,4,9,,11 +bauerru01,1941,1,PIT,NL,8,14,0,5,0,0,0,3,0,,0,1,,0,0,,0 +beazljo01,1941,1,SLN,NL,1,3,0,0,0,0,0,0,0,,0,3,,0,0,,0 +beckbo01,1941,1,PHI,NL,34,25,0,3,0,0,0,1,0,,0,3,,0,1,,0 +beckmbi01,1941,1,PHA,AL,22,47,1,9,1,0,0,4,0,0,3,10,,0,4,,1 +beggsjo01,1941,1,CIN,NL,37,10,1,3,0,0,0,1,0,,1,2,,0,0,,0 +bellbe01,1941,1,CLE,AL,48,104,12,20,4,3,0,9,1,2,10,8,,1,3,,3 +benjast01,1941,1,PHI,NL,129,480,47,113,20,7,3,27,17,,20,81,,0,8,,14 +bentoal01,1941,1,DET,AL,38,50,2,3,1,0,0,0,0,0,0,20,,0,9,,4 +berarjo01,1941,1,SLA,AL,128,469,48,127,30,4,5,89,3,5,41,27,,2,3,,17 +berrera01,1941,1,BSN,NL,120,279,21,56,10,0,1,19,2,,17,20,,0,6,,12 +bessehe01,1941,1,PHA,AL,6,5,0,1,0,0,0,1,0,0,0,1,,0,0,,0 +bildiem01,1941,1,SLA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +blaemra01,1941,1,NY1,NL,2,5,0,2,0,0,0,0,0,,0,0,,0,0,,0 +blantcy01,1941,1,PHI,NL,28,51,0,6,0,0,0,2,0,,3,15,,0,4,,2 +bloodji01,1941,1,WS1,AL,142,506,59,124,24,3,7,66,1,1,41,58,,1,2,,11 +boltocl01,1941,1,WS1,AL,14,11,0,0,0,0,0,1,0,0,1,2,,0,0,,0 +bonhati01,1941,1,NYA,AL,23,50,1,8,0,0,0,2,0,0,2,12,,0,1,,0 +bordafr01,1941,1,NYA,AL,36,73,10,19,1,0,0,4,1,0,6,8,,1,1,,0 +boudrlo01,1941,1,CLE,AL,148,579,95,149,45,8,10,56,9,4,85,57,,3,14,,11 +bowmabo01,1941,1,NY1,NL,29,21,1,1,0,0,1,1,0,,2,15,,0,3,,1 +bowmajo01,1941,1,PIT,NL,22,31,4,8,1,0,0,1,0,,1,2,,0,0,,1 +bragabo01,1941,1,PHI,NL,154,557,37,140,19,3,4,69,7,,26,29,,0,14,,17 +brancal01,1941,1,PHA,AL,144,530,60,124,20,9,2,49,1,5,59,49,,0,5,,11 +brancno01,1941,1,NYA,AL,27,10,0,0,0,0,0,0,0,0,1,4,,0,0,,1 +brandbi01,1941,1,PIT,NL,2,1,0,0,0,0,0,0,0,,0,1,,0,0,,0 +braybu01,1941,1,BSN,NL,4,11,2,1,1,0,0,1,0,,1,2,,0,0,,0 +breuema01,1941,1,NYA,AL,26,46,1,4,0,0,0,2,0,0,2,21,,0,4,,3 +bridgto01,1941,1,DET,AL,25,47,2,4,1,0,0,1,0,0,4,11,,0,4,,1 +browncl01,1941,1,CLE,AL,41,17,1,2,0,1,0,2,0,0,2,5,,0,0,,0 +brownji03,1941,1,SLN,NL,132,549,81,168,28,9,3,56,2,,45,22,,4,12,,8 +brownju01,1941,1,NY1,NL,31,9,0,1,0,0,0,0,0,,0,1,,0,0,,1 +brownma01,1941,1,PIT,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brownma01,1941,2,BRO,NL,24,8,1,0,0,0,0,0,0,,0,3,,0,0,,0 +brunero01,1941,1,PHI,NL,13,6,0,0,0,0,0,0,0,,1,0,,0,0,,0 +busbypa01,1941,1,PHI,NL,10,16,3,5,0,0,0,2,0,,0,1,,0,0,,0 +butchma01,1941,1,PIT,NL,33,82,4,15,0,0,0,3,0,,3,9,,0,5,,4 +caligfr01,1941,1,PHA,AL,5,20,2,4,2,1,0,1,0,0,0,5,,0,1,,0 +camildo01,1941,1,BRO,NL,149,529,92,151,29,6,34,120,3,,104,115,,4,4,,5 +campbbr01,1941,1,DET,AL,141,512,72,141,28,10,15,93,3,3,68,67,,3,1,,7 +campbpa01,1941,1,BOS,AL,1,0,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +campbso01,1941,1,CLE,AL,104,328,36,82,10,4,3,35,1,9,31,21,,1,3,,9 +careyto02,1941,1,BOS,AL,25,21,7,4,0,0,0,0,0,0,0,0,,0,0,,1 +carliji01,1941,1,PHI,NL,16,21,2,3,1,0,1,2,0,,3,4,,0,0,,1 +carneed01,1941,1,BSN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +carpebo01,1941,1,NY1,NL,29,45,1,7,1,0,0,8,0,,4,5,,0,2,,1 +carraal01,1941,1,WS1,AL,35,21,1,2,1,0,0,1,0,0,5,11,,0,2,,1 +casege01,1941,1,WS1,AL,153,649,95,176,32,8,2,53,33,9,51,37,,1,7,,5 +caseyhu01,1941,1,BRO,NL,45,50,4,6,1,0,0,0,0,,4,15,,0,5,,0 +castege01,1941,1,SLA,AL,32,29,0,3,0,0,0,1,0,0,0,9,,0,1,,0 +cavarph01,1941,1,CHN,NL,107,346,46,99,18,4,6,40,2,,53,28,,2,6,,6 +chandsp01,1941,1,NYA,AL,28,60,4,11,0,0,0,4,0,0,1,18,,0,3,,0 +chapmbe01,1941,1,WS1,AL,28,110,9,28,6,0,1,10,2,2,10,6,,0,1,,7 +chapmbe01,1941,2,CHA,AL,57,190,26,43,9,1,2,19,2,2,19,14,,0,1,,2 +chapmfr02,1941,1,PHA,AL,35,69,1,11,1,0,0,4,1,2,4,15,,0,0,,1 +chapmsa01,1941,1,PHA,AL,143,552,97,178,29,9,25,106,6,9,47,49,,2,1,,13 +chaseke01,1941,1,WS1,AL,33,74,3,11,1,0,0,3,0,0,2,15,,1,1,,0 +chipmbo01,1941,1,BRO,NL,1,3,0,0,0,0,0,0,0,,0,2,,0,0,,0 +clemebi01,1941,1,PIT,NL,2,4,0,0,0,0,0,0,0,,0,2,,0,0,,0 +cliftha01,1941,1,SLA,AL,154,584,108,149,33,9,17,84,6,4,113,93,,0,6,,12 +collied02,1941,1,PHA,AL,80,219,29,53,6,3,0,12,2,1,20,24,,0,1,,4 +colliri02,1941,1,PIT,NL,49,62,5,13,2,2,0,11,0,,6,14,,0,2,,0 +congedi01,1941,1,PIT,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +conwaja01,1941,1,CLE,AL,2,2,0,1,0,0,0,1,0,0,0,0,,0,0,,0 +cookea01,1941,1,DET,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +coonejo01,1941,1,BSN,NL,123,442,52,141,25,2,0,29,3,,27,15,,0,9,,13 +coopemo01,1941,1,SLN,NL,29,70,4,13,0,0,0,5,0,,4,10,,0,1,,1 +coopewa01,1941,1,SLN,NL,68,200,19,49,9,1,1,20,1,,13,14,,0,2,,7 +coscape01,1941,1,BRO,NL,43,62,13,8,1,0,0,5,1,,7,12,,0,2,,2 +coxbi02,1941,1,PIT,NL,10,37,4,10,3,1,0,2,1,,3,2,,0,0,,1 +crabtes01,1941,1,SLN,NL,77,167,27,57,6,3,5,28,1,,26,24,,3,2,,3 +craftha01,1941,1,CIN,NL,119,413,48,103,15,2,10,59,4,,33,43,,2,2,,9 +cramedo01,1941,1,WS1,AL,154,660,93,180,25,6,2,66,4,1,37,15,,6,4,,16 +crespcr01,1941,1,SLN,NL,146,560,85,156,24,2,4,46,3,,57,58,,9,9,,11 +cronijo01,1941,1,BOS,AL,143,518,98,161,38,8,16,95,1,4,82,55,,1,14,,20 +crosefr01,1941,1,NYA,AL,50,148,13,33,2,2,1,22,0,2,18,14,,3,0,,6 +croucbi02,1941,1,PHI,NL,20,11,0,1,0,0,0,0,0,,2,2,,0,3,,0 +croucbi02,1941,2,SLN,NL,18,13,1,0,0,0,0,0,0,,1,6,,0,1,,1 +croucfr01,1941,1,DET,AL,136,489,51,124,21,4,2,39,2,0,33,72,,3,11,,9 +cullero01,1941,1,SLA,AL,149,501,82,159,29,9,9,98,6,4,121,43,,2,5,,4 +dahlgba01,1941,1,BSN,NL,44,166,20,39,8,1,7,30,0,,16,13,,1,0,,7 +dahlgba01,1941,2,CHN,NL,99,359,50,101,20,1,16,59,2,,43,39,,1,0,,8 +dalledo01,1941,1,CHN,NL,140,486,73,132,36,2,6,85,3,,68,37,,1,4,,10 +danniha01,1941,1,NY1,NL,130,459,58,112,22,4,7,56,1,,30,25,,1,3,,12 +daviscr01,1941,1,PHA,AL,39,105,8,23,3,0,0,8,0,0,11,16,,0,3,,1 +daviscu01,1941,1,BRO,NL,31,59,5,11,2,0,2,9,0,,1,10,,0,5,,3 +davisjo01,1941,1,NY1,NL,21,70,8,15,3,0,0,5,0,,8,12,,0,0,,0 +davissp01,1941,1,PIT,NL,57,107,3,27,4,1,0,6,0,,11,11,,0,0,,6 +deanch01,1941,1,PHA,AL,27,37,0,9,2,0,0,9,0,0,4,3,,0,1,,0 +deanch01,1941,2,CLE,AL,17,25,2,4,1,0,0,2,0,0,3,2,,0,1,,2 +deandi01,1941,1,CHN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +deanha01,1941,1,WS1,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +deanpa01,1941,1,NY1,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +demarfr02,1941,1,NY1,NL,16,35,3,6,0,0,0,1,0,,4,1,,0,1,,3 +demarfr02,1941,2,BSN,NL,48,113,20,26,5,2,2,15,2,,12,5,,0,2,,4 +derripa01,1941,1,CIN,NL,29,84,2,13,1,0,0,6,0,,0,15,,0,2,,2 +desauge01,1941,1,CLE,AL,66,189,20,38,5,1,1,17,1,0,14,12,,1,7,,2 +dickebi01,1941,1,NYA,AL,109,348,35,99,15,5,7,71,2,1,45,17,,3,1,,10 +dickege02,1941,1,CHA,AL,32,55,6,11,1,0,2,8,0,0,5,7,,0,0,,1 +dickmem01,1941,1,BOS,AL,9,11,1,1,1,0,0,0,0,0,0,3,,0,0,,0 +dietrbi01,1941,1,CHA,AL,19,34,4,3,1,0,0,1,0,0,7,11,,1,1,,0 +dietzdu01,1941,1,PIT,NL,33,25,0,4,0,0,0,0,0,,1,6,,0,1,,0 +dimagdo01,1941,1,BOS,AL,144,584,117,165,37,6,8,58,13,6,90,57,,7,7,,7 +dimagjo01,1941,1,NYA,AL,139,541,122,193,43,11,30,125,4,2,76,13,,4,0,,6 +dimagvi01,1941,1,PIT,NL,151,528,73,141,27,5,21,100,10,,68,100,,3,6,,9 +dobsojo01,1941,1,BOS,AL,27,47,3,7,0,0,1,6,0,0,4,14,,0,3,,2 +doerrbo01,1941,1,BOS,AL,132,500,74,141,28,4,16,93,1,3,43,43,,0,6,,6 +donalat01,1941,1,NYA,AL,22,62,3,5,1,0,0,0,0,0,2,22,,0,0,,1 +dorseca01,1941,1,CLE,AL,5,2,0,0,0,0,0,1,0,0,0,0,,0,0,,0 +draketo01,1941,1,BRO,NL,11,5,0,2,0,0,0,0,0,,0,1,,0,0,,0 +dudrajo01,1941,1,BSN,NL,14,25,3,9,3,1,0,3,0,,3,4,,0,0,,0 +durocle01,1941,1,BRO,NL,18,42,2,12,1,0,0,6,0,,1,3,,0,0,,1 +dusaker01,1941,1,SLN,NL,6,14,1,2,0,0,0,3,1,,2,6,,0,0,,0 +earleto01,1941,1,BSN,NL,34,47,5,11,1,0,0,4,1,,0,14,,0,2,,1 +earlyja01,1941,1,WS1,AL,104,355,42,102,20,7,10,54,0,1,24,38,,3,2,,6 +easthu01,1941,1,NY1,NL,2,9,1,2,1,0,0,0,0,,0,3,,0,0,,0 +eavesva01,1941,1,CHN,NL,12,20,0,2,0,0,0,0,0,,0,7,,0,1,,1 +edwarha01,1941,1,CLE,AL,16,68,10,15,1,1,1,6,0,0,2,4,,0,2,,0 +eisenha01,1941,1,CLE,AL,21,6,1,2,1,0,0,0,0,0,0,1,,0,0,,0 +elliobo01,1941,1,PIT,NL,141,527,74,144,24,10,3,76,6,,64,52,,1,7,,12 +embrere01,1941,1,CLE,AL,1,1,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +erickpa01,1941,1,CHN,NL,32,46,5,7,4,0,1,2,0,,0,12,,0,1,,2 +erricdi01,1941,1,BSN,NL,38,45,3,8,1,0,0,2,0,,1,10,,0,4,,1 +estalbo01,1941,1,SLA,AL,46,83,7,20,6,1,0,14,0,0,18,13,,0,0,,3 +ettenni01,1941,1,PHI,NL,151,540,78,168,27,4,14,79,9,,82,33,,3,2,,10 +evansal01,1941,1,WS1,AL,53,159,16,44,8,4,1,19,0,3,9,18,,0,0,,2 +eversho01,1941,1,DET,AL,1,4,0,0,0,0,0,0,0,0,0,2,,0,0,,1 +feldmha01,1941,1,NY1,NL,3,6,1,1,0,0,0,0,0,,1,2,,0,1,,0 +fellebo01,1941,1,CLE,AL,44,120,11,18,1,4,1,12,0,0,8,44,,1,10,,1 +ferreri01,1941,1,WS1,AL,21,66,8,18,5,0,0,13,1,0,15,4,,0,1,,3 +ferreri01,1941,2,SLA,AL,100,321,30,81,14,3,2,23,2,1,52,22,,0,2,,9 +ferrewe01,1941,1,BSN,NL,4,4,2,2,0,0,1,2,0,,1,1,,0,0,,0 +ferrito01,1941,1,PHA,AL,36,44,6,9,4,0,0,3,0,0,2,11,,0,0,,0 +finnelo01,1941,1,BOS,AL,127,497,83,143,24,10,4,53,2,5,38,17,,1,9,,13 +fischru01,1941,1,NY1,NL,2,3,1,1,0,0,0,0,0,,0,1,,0,0,,0 +fitzsfr01,1941,1,BRO,NL,13,28,1,4,1,0,0,1,0,,3,1,,0,1,,1 +flairal01,1941,1,BOS,AL,10,30,3,6,2,1,0,2,1,1,1,1,,0,0,,1 +flemibi01,1941,1,BOS,AL,16,9,1,2,1,0,0,1,0,0,1,1,,0,0,,0 +flemile01,1941,1,CLE,AL,2,8,0,2,1,0,0,2,0,0,0,0,,0,0,,0 +fletcel01,1941,1,PIT,NL,151,521,95,150,29,13,11,74,5,,118,54,,2,1,,5 +fowledi01,1941,1,PHA,AL,4,9,0,0,0,0,0,0,0,0,0,3,,0,0,,0 +foxpe01,1941,1,BOS,AL,73,268,38,81,12,7,0,31,9,2,21,32,,2,5,,4 +foxxji01,1941,1,BOS,AL,135,487,87,146,27,8,19,105,2,5,93,103,,0,2,,21 +frankhe01,1941,1,BRO,NL,57,139,10,28,7,0,1,11,0,,14,13,,0,3,,1 +frankmo01,1941,1,DET,AL,13,10,1,3,1,0,0,0,0,0,2,2,,0,0,,1 +freibve01,1941,1,CLE,AL,2,8,0,1,0,0,0,1,0,0,0,2,,0,0,,1 +frencla01,1941,1,CHN,NL,26,47,5,9,0,0,0,3,0,,4,15,,0,3,,3 +frencla01,1941,2,BRO,NL,6,4,0,1,1,0,0,1,0,,0,1,,0,0,,0 +freylo01,1941,1,CIN,NL,146,543,78,138,29,5,6,59,16,,72,37,,3,11,,7 +frierbu01,1941,1,CLE,AL,5,11,2,3,1,0,0,2,0,0,1,1,,0,0,,0 +gaffkfa01,1941,1,CLE,AL,4,4,0,1,0,0,0,0,0,0,2,2,,0,0,,0 +galanau01,1941,1,CHN,NL,65,120,18,25,3,0,1,13,0,,22,10,,0,1,,1 +galanau01,1941,2,BRO,NL,17,27,3,7,3,0,0,4,0,,3,1,,0,1,,0 +galehde01,1941,1,SLA,AL,30,68,4,13,2,0,0,5,0,0,2,14,,0,5,,5 +garmsde01,1941,1,PIT,NL,83,220,25,58,9,3,3,42,0,,22,12,,0,3,,2 +geejo01,1941,1,PIT,NL,3,3,0,1,0,0,0,0,0,,0,0,,0,0,,0 +gehrich01,1941,1,DET,AL,127,436,65,96,19,4,3,46,1,2,95,26,,3,3,,11 +georggr01,1941,1,CHN,NL,35,64,4,10,2,0,0,6,0,,2,10,,0,1,,1 +giebefl01,1941,1,DET,AL,17,6,0,2,0,0,0,0,0,0,0,1,,0,1,,0 +gilbech01,1941,1,CHN,NL,39,86,11,24,2,1,0,12,1,,11,6,,0,2,,2 +giulito01,1941,1,BRO,NL,3,2,0,0,0,0,0,0,0,,0,0,,0,0,,0 +gleesji01,1941,1,CIN,NL,102,301,47,70,10,0,3,34,7,,45,30,,4,5,,8 +goletst01,1941,1,CHA,AL,5,5,0,3,0,0,0,0,0,0,0,2,,0,0,,0 +gomezle01,1941,1,NYA,AL,23,59,5,9,1,0,0,4,0,0,3,12,,0,4,,1 +goodmiv01,1941,1,CIN,NL,42,149,14,40,5,2,1,12,1,,16,15,,1,2,,4 +gordojo01,1941,1,NYA,AL,156,588,104,162,26,7,24,87,10,9,72,80,,4,1,,16 +gordosi01,1941,1,NY1,NL,9,31,4,8,1,1,0,4,0,,6,1,,0,0,,0 +gorniha01,1941,1,SLN,NL,4,4,0,1,0,0,0,1,0,,0,1,,0,0,,0 +gorniha01,1941,2,CHN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gorsijo01,1941,1,DET,AL,33,57,5,17,1,0,0,3,0,0,6,7,,0,3,,3 +gracejo01,1941,1,SLA,AL,115,362,53,112,17,4,6,60,1,3,57,31,,5,2,,5 +greenha01,1941,1,DET,AL,19,67,12,18,5,1,2,12,1,0,16,12,,0,0,,1 +grempbu01,1941,1,BSN,NL,37,75,7,18,3,0,0,10,0,,5,3,,0,3,,6 +grimeos01,1941,1,CLE,AL,77,244,28,58,9,3,4,24,4,0,39,47,,1,7,,1 +grissle01,1941,1,BRO,NL,4,2,1,1,0,0,0,0,0,,0,1,,0,1,,0 +grissle01,1941,2,PHI,NL,29,36,1,6,1,0,0,2,0,,0,6,,1,3,,2 +grodzjo01,1941,1,SLN,NL,5,2,0,0,0,0,0,0,0,,2,1,,0,1,,0 +gromest01,1941,1,CLE,AL,9,6,1,1,0,0,0,0,0,0,0,1,,0,0,,2 +grovele01,1941,1,BOS,AL,21,45,6,5,2,0,0,0,0,0,4,18,,0,6,,1 +groveor01,1941,1,CHA,AL,2,2,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +grubefr01,1941,1,SLA,AL,18,39,1,6,2,0,0,1,0,0,2,4,,0,3,,0 +gumbeha01,1941,1,NY1,NL,5,12,1,2,0,0,0,0,0,,0,1,,0,1,,1 +gumbeha01,1941,2,SLN,NL,34,53,7,17,1,0,2,6,0,,2,11,,0,1,,1 +gustifr01,1941,1,PIT,NL,121,463,46,125,24,7,1,46,5,,28,38,,1,5,,9 +hackst01,1941,1,CHN,NL,151,586,111,186,33,5,7,45,10,,99,40,,1,8,,3 +hadlebu01,1941,1,NY1,NL,3,3,0,0,0,0,0,0,0,,0,1,,0,1,,0 +hadlebu01,1941,2,PHA,AL,25,31,4,4,1,0,0,1,0,0,3,8,,0,1,,1 +hajduch01,1941,1,CHA,AL,1,1,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +haleod01,1941,1,BOS,AL,12,24,5,5,2,0,1,1,0,0,3,4,,0,1,,1 +haleod01,1941,2,NY1,NL,41,102,13,20,3,0,0,9,1,,18,13,,0,3,,0 +halleja01,1941,1,CHA,AL,22,26,2,4,0,1,0,1,0,0,2,6,,0,1,,1 +hamlilu01,1941,1,BRO,NL,30,41,3,6,1,0,0,2,0,,2,12,,0,3,,1 +handlle01,1941,1,PIT,NL,124,459,59,132,18,4,0,33,16,,35,22,,0,15,,13 +hardeme01,1941,1,CLE,AL,15,25,1,2,0,0,0,0,0,0,0,7,,0,0,,1 +harmabi01,1941,1,PHI,NL,15,14,1,1,0,0,0,0,0,,0,3,,0,0,,0 +harribo01,1941,1,SLA,AL,34,61,3,7,1,0,0,6,0,0,4,11,,0,14,,0 +harrilu01,1941,1,PHA,AL,33,40,1,11,1,0,0,2,0,0,1,10,,0,2,,2 +harrimi01,1941,1,BOS,AL,35,55,9,6,1,0,0,0,1,0,17,25,,0,4,,3 +harrine01,1941,1,DET,AL,26,61,11,13,3,1,1,4,1,0,6,13,,0,1,,0 +hartnga01,1941,1,NY1,NL,64,150,20,45,5,0,5,26,0,,12,14,,1,2,,5 +hashhe01,1941,1,BOS,AL,4,2,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +hassebu01,1941,1,BSN,NL,118,405,59,120,9,4,1,33,10,,36,15,,0,8,,6 +hayesfr01,1941,1,PHA,AL,126,439,66,123,27,4,12,63,2,0,62,56,,0,1,,23 +haynejo01,1941,1,CHA,AL,8,11,3,3,0,0,0,0,0,0,0,1,,0,0,,0 +heathje01,1941,1,CLE,AL,151,585,89,199,32,20,24,123,18,12,50,69,,4,4,,5 +heffndo01,1941,1,SLA,AL,110,399,48,93,14,2,0,17,5,6,38,27,,2,7,,3 +heganji01,1941,1,CLE,AL,16,47,4,15,2,0,1,5,0,0,4,7,,0,2,,1 +heintke01,1941,1,PIT,NL,35,63,4,8,1,0,0,8,0,,3,19,,0,5,,2 +hemslro01,1941,1,CLE,AL,98,288,29,69,10,5,2,24,2,0,18,19,,0,3,,8 +henrito01,1941,1,NYA,AL,144,538,106,149,27,5,31,85,3,1,81,40,,5,8,,6 +hermabi01,1941,1,CHN,NL,11,36,4,7,0,1,0,0,0,,9,5,,0,0,,0 +hermabi01,1941,2,BRO,NL,133,536,77,156,30,4,3,41,1,,58,38,,1,9,,13 +hevinjo02,1941,1,CLE,AL,27,15,0,0,0,0,0,2,0,0,3,2,,0,1,,0 +higbeki01,1941,1,BRO,NL,48,112,6,21,3,1,0,14,0,,4,23,,0,6,,6 +higgipi01,1941,1,DET,AL,147,540,79,161,28,3,11,73,5,4,67,45,,2,10,,20 +hoagmy01,1941,1,SLA,AL,1,1,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +hoagmy01,1941,2,CHA,AL,106,380,30,97,13,3,1,44,6,10,27,29,,1,3,,11 +hockeor01,1941,1,CLE,AL,2,6,0,2,0,0,0,1,0,0,2,0,,0,0,,0 +hoersle01,1941,1,PHI,NL,37,22,1,4,0,0,0,0,0,,2,7,,0,2,,1 +hoppjo01,1941,1,SLN,NL,134,445,83,135,25,11,4,50,15,,50,63,,3,11,,5 +howelre01,1941,1,CLE,AL,11,7,0,2,0,0,0,2,0,0,4,2,,0,0,,0 +hubbeca01,1941,1,NY1,NL,26,57,5,8,2,0,0,4,0,,1,8,,0,2,,0 +hudsojo01,1941,1,CHN,NL,50,99,8,20,4,0,0,6,3,,3,15,,0,4,,3 +hudsosi01,1941,1,WS1,AL,33,86,6,16,3,0,0,7,1,0,2,8,,0,6,,0 +hugheto04,1941,1,PHI,NL,37,55,5,11,1,0,0,2,0,,3,13,,0,4,,1 +hughste01,1941,1,BOS,AL,12,17,1,1,0,0,0,2,0,0,2,4,,0,3,,0 +humphjo02,1941,1,CHA,AL,14,23,1,2,2,0,0,3,0,0,0,12,,0,1,,0 +hutchfr01,1941,1,DET,AL,2,2,0,0,0,0,0,0,0,0,0,2,,0,0,,0 +hutchir01,1941,1,SLN,NL,29,8,0,2,0,0,0,0,0,,0,3,,0,0,,0 +hutchjo02,1941,1,CIN,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hutchjo02,1941,2,BSN,NL,36,27,1,4,2,0,0,0,0,,2,6,,0,1,,0 +iottho01,1941,1,SLA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +javeral01,1941,1,BSN,NL,34,58,6,6,0,0,0,4,0,,1,19,,0,1,,1 +jelinfr01,1941,1,CHN,NL,4,8,0,1,0,0,0,2,0,,1,2,,0,0,,0 +johnsar02,1941,1,BSN,NL,44,55,4,8,1,0,0,0,0,,0,17,,0,5,,1 +johnsbo01,1941,1,PHA,AL,149,552,98,152,30,8,22,107,6,4,95,75,,3,3,,16 +johnsea01,1941,1,BOS,AL,17,34,4,10,0,0,0,2,0,0,2,8,,0,3,,1 +johnsra02,1941,1,PHA,AL,7,1,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +johnssi01,1941,1,PHI,NL,39,47,1,7,0,0,0,0,0,,1,11,,0,2,,1 +jonesda02,1941,1,PHI,NL,2,3,0,1,1,0,0,0,0,,0,0,,0,0,,0 +jonesja03,1941,1,CHA,AL,3,11,0,0,0,0,0,0,0,0,0,4,,0,0,,0 +joosted01,1941,1,CIN,NL,152,537,67,136,25,4,4,40,9,,69,59,,2,9,,9 +juddos01,1941,1,BOS,AL,10,4,2,2,1,0,0,2,0,0,3,0,,0,0,,0 +judniwa01,1941,1,SLA,AL,146,546,90,155,40,6,14,83,5,5,80,45,,2,4,,12 +jumonge01,1941,1,PHI,NL,6,7,1,3,0,0,1,2,0,,0,0,,0,0,,0 +jungeke01,1941,1,CLE,AL,6,2,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +jurgebi01,1941,1,NY1,NL,134,471,50,138,25,2,5,61,0,,47,36,,3,7,,13 +kampoal01,1941,1,BRO,NL,16,51,8,16,4,2,2,9,0,,11,8,,1,2,,0 +kellech01,1941,1,NYA,AL,140,507,102,151,24,10,33,122,6,4,102,65,,1,0,,3 +keltnke01,1941,1,CLE,AL,149,581,83,156,31,13,23,84,2,2,51,56,,2,10,,9 +kennebo01,1941,1,CHA,AL,76,257,16,53,9,3,1,29,5,3,17,23,,0,8,,4 +kenneve01,1941,1,SLA,AL,6,15,2,6,0,1,0,2,0,0,1,1,,0,1,,0 +kenneve01,1941,2,WS1,AL,18,21,1,3,0,0,0,1,0,0,1,4,,0,0,,0 +kimbane01,1941,1,BRO,NL,15,14,1,3,0,0,0,1,0,,1,3,,0,0,,0 +kleinch01,1941,1,PHI,NL,50,73,6,9,0,0,1,3,0,,10,6,,0,1,,2 +klingbo01,1941,1,PIT,NL,35,32,1,8,2,0,0,3,0,,2,4,,0,1,,1 +knickbi01,1941,1,CHA,AL,89,343,51,84,23,2,7,29,6,5,41,27,,2,10,,4 +knottja01,1941,1,PHA,AL,27,65,6,5,0,0,0,4,0,0,8,39,,0,5,,1 +kollodo01,1941,1,CHA,AL,71,280,33,76,8,3,3,24,11,4,6,12,,2,3,,8 +kosloda01,1941,1,NY1,NL,4,9,0,1,0,0,0,0,0,,0,7,,0,0,,0 +koyer01,1941,1,SLN,NL,13,40,5,8,1,0,2,4,0,,1,8,,0,0,,0 +koyer01,1941,2,CIN,NL,67,204,24,51,11,2,2,27,1,,14,22,,1,2,,3 +krakajo01,1941,1,CLE,AL,12,13,0,1,0,0,0,0,0,0,0,5,,0,0,,0 +krameja01,1941,1,SLA,AL,29,8,2,0,0,0,0,0,0,0,6,6,,0,1,,0 +kreevmi01,1941,1,CHA,AL,121,436,44,101,16,8,0,37,17,5,35,26,,0,13,,10 +kristho01,1941,1,SLN,NL,37,38,5,9,1,0,0,4,0,,2,11,,0,2,,0 +kuheljo01,1941,1,CHA,AL,153,600,99,150,39,5,12,63,20,5,70,55,,3,5,,17 +kurowwh01,1941,1,SLN,NL,5,9,1,3,2,0,0,2,0,,0,2,,1,0,,0 +kushem01,1941,1,CHN,NL,2,1,0,0,0,0,0,0,0,,0,0,,0,0,,0 +laabsch01,1941,1,SLA,AL,118,392,64,109,23,6,15,59,5,2,51,59,,0,6,,9 +lakeed01,1941,1,SLN,NL,45,76,9,8,2,0,0,0,3,,15,22,,0,1,,2 +lamanfr02,1941,1,BSN,NL,47,32,6,9,2,0,0,1,0,,0,11,,0,0,,1 +lamanra01,1941,1,CIN,NL,1,0,0,0,0,0,0,0,0,,0,0,,1,0,,0 +lambege01,1941,1,PHI,NL,2,2,0,0,0,0,0,0,0,,0,1,,0,0,,0 +lanahdi01,1941,1,PIT,NL,7,1,0,0,0,0,0,0,0,,0,0,,0,0,,0 +lanfrwa01,1941,1,CHN,NL,2,1,0,0,0,0,0,0,0,,0,1,,0,0,,0 +laniema01,1941,1,SLN,NL,35,52,3,10,0,0,0,0,0,,1,5,,0,2,,1 +lannijo01,1941,1,PIT,NL,34,56,5,6,3,0,0,4,0,,3,8,,1,6,,1 +lavagco01,1941,1,BRO,NL,132,441,75,122,24,7,1,78,7,,80,21,,0,2,,6 +laynehi01,1941,1,WS1,AL,13,50,8,14,2,0,0,6,1,1,4,5,,0,0,,2 +leebi02,1941,1,CHN,NL,28,59,8,11,0,0,2,5,0,,1,9,,0,9,,2 +leeth01,1941,1,CHA,AL,35,114,7,29,5,0,0,8,0,0,4,20,,0,1,,4 +leibeha01,1941,1,CHN,NL,53,162,20,35,5,0,7,25,0,,16,25,,1,5,,3 +leiped01,1941,1,PIT,NL,15,25,1,5,0,2,0,3,1,,1,2,,0,0,,2 +lemonbo01,1941,1,CLE,AL,5,4,0,1,0,0,0,0,0,0,0,1,,0,0,,0 +leonadu02,1941,1,WS1,AL,34,88,1,9,2,0,0,8,0,0,1,13,,0,11,,1 +leovijo01,1941,1,PHA,AL,1,2,0,1,1,0,0,0,0,0,0,0,,0,0,,1 +letchch01,1941,1,WS1,AL,2,8,0,1,0,0,0,1,0,0,1,1,,0,0,,0 +lewisbu01,1941,1,WS1,AL,149,569,97,169,29,11,9,72,10,7,82,30,,0,2,,14 +lindejo01,1941,1,NYA,AL,1,1,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +litwhda01,1941,1,PHI,NL,151,590,72,180,29,6,18,66,1,,39,43,,2,4,,15 +livinmi01,1941,1,PHI,NL,95,207,16,42,6,1,0,18,2,,20,38,,1,0,,10 +lodigda01,1941,1,CHA,AL,87,322,39,77,19,2,4,40,0,4,31,19,,5,7,,12 +loganbo01,1941,1,CIN,NL,2,0,0,0,0,0,0,0,0,,1,0,,0,0,,0 +lohrmbi01,1941,1,NY1,NL,33,48,5,11,3,2,0,5,0,,3,11,,1,3,,2 +lombaer01,1941,1,CIN,NL,117,398,33,105,12,1,10,60,1,,36,14,,0,0,,19 +lopezal01,1941,1,PIT,NL,114,317,33,84,9,1,5,43,0,,31,23,,0,6,,10 +lucadjo01,1941,1,SLA,AL,107,351,58,98,22,4,2,31,5,2,48,23,,0,1,,4 +lukoned01,1941,1,CIN,NL,23,86,6,23,3,0,0,3,1,,6,6,,0,1,,1 +lyonshe01,1941,1,SLN,NL,1,0,0,0,0,0,0,0,1,,1,0,,0,0,,0 +lyonste01,1941,1,CHA,AL,22,74,8,20,2,0,0,6,0,0,2,6,,0,2,,2 +macfada01,1941,1,WS1,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mackife01,1941,1,PHA,AL,5,14,3,4,0,1,0,0,0,0,1,0,,0,1,,0 +mackra01,1941,1,CLE,AL,145,500,54,114,22,4,9,44,8,4,54,69,,0,11,,7 +majesha01,1941,1,BSN,NL,19,55,5,8,5,0,0,3,0,,1,13,,0,0,,0 +mancugu01,1941,1,SLN,NL,106,328,25,75,13,1,2,37,0,,37,19,,1,9,,9 +mandeha01,1941,1,DET,AL,8,4,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +mannodo01,1941,1,BSN,NL,22,30,2,5,1,0,0,4,0,,3,7,,0,0,,2 +marchph01,1941,1,PHA,AL,30,66,4,11,0,1,0,5,0,0,7,17,,0,8,,1 +marioma01,1941,1,SLN,NL,155,547,50,138,22,3,3,58,8,,42,48,,2,28,,10 +marniha01,1941,1,PHI,NL,61,158,12,38,3,3,0,11,0,,13,25,,0,3,,6 +marshch01,1941,1,SLN,NL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,,0 +martist01,1941,1,PIT,NL,88,233,37,71,13,2,0,19,2,,10,17,,3,5,,7 +martyjo01,1941,1,PHI,NL,137,477,60,128,19,3,8,39,6,,51,41,,4,16,,9 +masiph01,1941,1,BSN,NL,87,180,17,40,8,2,3,18,4,,16,13,,0,2,,3 +mastepa01,1941,1,PHI,NL,2,4,0,0,0,0,0,0,0,,0,2,,0,1,,0 +mastewa02,1941,1,WS1,AL,34,19,1,2,0,0,0,1,0,0,0,10,,0,2,,0 +mattibo01,1941,1,CIN,NL,20,60,8,11,3,0,0,7,1,,8,7,,0,1,,1 +maypi01,1941,1,PHI,NL,142,490,46,131,17,4,0,39,2,,55,30,,2,8,,18 +mccarjo03,1941,1,NY1,NL,14,40,1,13,3,0,0,12,0,,3,0,,0,0,,1 +mccorfr01,1941,1,CIN,NL,154,603,77,162,31,5,17,97,2,,40,13,,4,6,,22 +mccormi02,1941,1,CIN,NL,110,369,52,106,17,3,4,31,4,,30,24,,0,14,,9 +mccosba01,1941,1,DET,AL,127,494,80,160,25,8,3,55,8,3,61,33,,3,7,,5 +mccoybe01,1941,1,PHA,AL,141,517,86,140,12,7,8,61,3,3,95,50,,0,8,,12 +mccrale01,1941,1,PHA,AL,26,56,2,8,2,0,0,5,0,0,0,13,,0,1,,0 +mcculcl01,1941,1,CHN,NL,125,418,41,95,9,2,9,53,5,,34,67,,2,8,,11 +mcgeebi01,1941,1,SLN,NL,4,4,0,0,0,0,0,0,0,,0,2,,0,1,,0 +mcgeebi01,1941,2,NY1,NL,22,31,0,5,0,0,0,3,0,,0,5,,0,1,,2 +mckaiar01,1941,1,DET,AL,15,11,1,0,0,0,0,0,0,0,1,5,,0,0,,0 +mckaiar01,1941,2,SLA,AL,8,2,0,0,0,0,0,0,0,0,0,2,,0,0,,0 +mcnaier01,1941,1,DET,AL,23,59,5,11,1,0,0,3,0,0,4,4,,1,0,,5 +mcquige02,1941,1,SLA,AL,130,495,93,147,28,4,18,80,5,4,74,30,,0,5,,10 +mcquigl01,1941,1,SLA,AL,7,21,4,7,2,1,0,3,0,1,1,2,,0,0,,1 +medwijo01,1941,1,BRO,NL,133,538,100,171,33,10,18,88,2,,38,35,,1,2,,20 +meersru01,1941,1,CHN,NL,1,2,0,0,0,0,0,0,0,,0,1,,0,0,,0 +meltocl01,1941,1,NY1,NL,42,61,2,7,0,0,0,4,0,,2,16,,0,8,,1 +meltoru01,1941,1,PHI,NL,25,19,0,2,0,0,0,1,0,,0,11,,0,2,,0 +merulle01,1941,1,CHN,NL,7,17,3,6,1,0,0,1,1,,2,0,,0,0,,0 +mesnest01,1941,1,SLN,NL,24,69,8,10,1,0,0,10,0,,5,6,,0,2,,1 +meyerdu01,1941,1,DET,AL,46,153,12,29,9,1,1,14,1,1,8,13,,0,0,,3 +milesde01,1941,1,PHA,AL,80,170,14,53,7,1,0,15,0,1,4,8,,1,1,,4 +milleed03,1941,1,BSN,NL,154,585,54,140,27,3,6,68,8,,35,72,,5,5,,12 +millero02,1941,1,WS1,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +milliwa01,1941,1,PHI,NL,1,2,0,0,0,0,0,0,0,,0,0,,0,0,,0 +milnaal01,1941,1,CLE,AL,35,82,9,14,2,0,2,6,1,0,5,25,,0,1,,1 +mizejo01,1941,1,SLN,NL,126,473,67,150,39,8,16,100,4,,70,45,,1,3,,8 +montgal01,1941,1,BSN,NL,42,52,4,10,1,0,0,4,0,,9,8,,1,1,,2 +moorege03,1941,1,BSN,NL,129,397,42,108,17,8,5,43,5,,45,37,,2,3,,6 +moorejo02,1941,1,NY1,NL,121,428,47,117,16,2,7,40,4,,30,15,,1,9,,5 +moorete01,1941,1,SLN,NL,122,493,86,145,26,4,6,68,3,,52,31,,2,9,,8 +moorewh01,1941,1,CIN,NL,23,18,0,3,0,0,0,1,0,,0,2,,0,0,,2 +mootyja01,1941,1,CHN,NL,33,50,5,10,1,0,0,1,0,,2,7,,0,3,,2 +moseswa01,1941,1,PHA,AL,116,438,78,132,31,4,4,35,3,3,62,27,,0,9,,6 +muellhe02,1941,1,PHI,NL,93,233,21,53,11,1,1,22,2,,22,24,,3,2,,5 +muellle01,1941,1,DET,AL,4,3,0,0,0,0,0,0,0,0,0,3,,0,0,,0 +mullidi01,1941,1,WS1,AL,1,3,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +mullipa01,1941,1,DET,AL,54,220,42,76,11,5,5,23,5,1,18,18,,2,1,,2 +muncrbo01,1941,1,SLA,AL,36,76,8,18,1,1,0,5,0,1,3,14,,0,5,,3 +mungova01,1941,1,BRO,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +murphjo04,1941,1,NYA,AL,35,18,1,1,0,0,0,0,0,0,1,8,,0,3,,1 +murtada01,1941,1,PHI,NL,85,347,34,76,8,1,0,11,18,,26,31,,1,1,,3 +musiast01,1941,1,SLN,NL,12,47,8,20,4,0,1,7,1,,2,1,,0,0,,0 +myerbu01,1941,1,WS1,AL,53,107,14,27,3,1,0,9,2,0,18,10,,0,0,,3 +myersbi01,1941,1,CHN,NL,24,63,10,14,1,0,1,4,1,,7,25,,1,3,,1 +nagelbi01,1941,1,PHI,NL,17,56,2,8,1,1,0,6,0,,3,14,,0,1,,1 +nahemsa01,1941,1,SLN,NL,26,23,1,4,0,0,0,0,0,,0,5,,0,6,,1 +newhoha01,1941,1,DET,AL,33,60,3,9,0,0,0,2,1,0,3,8,,0,5,,2 +newlima01,1941,1,SLA,AL,14,6,0,0,0,0,0,0,0,0,0,3,,0,0,,1 +newsobo01,1941,1,DET,AL,43,88,3,9,0,0,0,3,0,0,2,20,,1,5,,3 +newsodi01,1941,1,BOS,AL,36,78,3,19,3,0,0,8,0,0,2,22,,0,6,,0 +newsosk01,1941,1,BOS,AL,93,227,28,51,6,0,2,17,10,4,22,11,,1,13,,5 +nichobi01,1941,1,CHN,NL,147,532,74,135,26,1,26,98,1,,82,91,,3,0,,8 +niggejo01,1941,1,SLA,AL,24,60,1,10,0,0,0,6,0,0,3,16,,0,4,,4 +noviklo01,1941,1,CHN,NL,62,203,22,49,8,0,5,24,0,,11,15,,1,1,,7 +odeake01,1941,1,NY1,NL,59,89,13,19,5,1,3,17,0,,8,20,,0,1,,2 +olsenba01,1941,1,CHN,NL,24,73,13,21,6,1,1,4,0,,4,11,,0,1,,3 +olsenve01,1941,1,CHN,NL,37,63,7,15,2,0,1,5,0,,2,10,,0,2,,1 +orengjo01,1941,1,NY1,NL,77,252,23,54,11,2,4,25,1,,28,49,,2,2,,7 +ortizro01,1941,1,WS1,AL,22,79,10,26,1,2,1,17,0,1,3,10,,0,0,,2 +osterfr01,1941,1,SLA,AL,16,14,1,3,0,0,0,0,0,0,1,0,,0,2,,1 +ottme01,1941,1,NY1,NL,148,525,89,150,29,0,27,90,5,,100,68,,3,6,,2 +owenmi01,1941,1,BRO,NL,128,386,32,89,15,2,1,44,1,,34,14,,2,15,,13 +padgedo01,1941,1,SLN,NL,107,324,39,80,18,0,5,44,0,,21,16,,0,1,,8 +pageva01,1941,1,CHN,NL,25,7,0,2,0,0,0,0,0,,1,1,,0,1,,0 +passecl01,1941,1,CHN,NL,34,86,6,19,2,0,3,12,0,,2,22,,0,4,,1 +patribo01,1941,1,DET,AL,5,7,2,2,0,0,0,0,0,0,0,1,,0,0,,0 +peacojo01,1941,1,BOS,AL,79,261,28,74,20,1,0,27,2,1,21,3,,1,3,,4 +pearsik01,1941,1,PHI,NL,46,40,0,5,0,0,0,1,0,,0,7,,0,0,,0 +pearsmo01,1941,1,CIN,NL,8,5,0,0,0,0,0,0,0,,0,2,,0,1,,0 +peekst01,1941,1,NYA,AL,17,28,0,1,0,0,0,2,0,0,1,15,,0,1,,0 +perrybo01,1941,1,DET,AL,36,83,9,15,5,0,0,11,1,0,10,9,,0,0,,3 +peterru02,1941,1,CLE,AL,29,63,6,13,2,0,0,2,0,1,7,10,,0,0,,1 +pfistge01,1941,1,BRO,NL,1,2,0,0,0,0,0,0,0,,0,0,,0,0,,0 +phelpba01,1941,1,BRO,NL,16,30,3,7,3,0,2,4,0,,1,2,,0,0,,0 +phillda01,1941,1,CHA,AL,7,9,4,2,1,0,0,0,0,0,3,3,,0,0,,0 +piechal01,1941,1,BSN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +podgajo01,1941,1,PHI,NL,35,62,1,8,2,0,0,3,0,,1,14,,0,3,,2 +pofahji01,1941,1,WS1,AL,22,75,9,14,3,2,0,6,1,0,10,11,,0,0,,1 +polleho01,1941,1,SLN,NL,9,28,0,5,1,0,0,3,0,,1,12,,0,1,,0 +poolera01,1941,1,PHA,AL,2,2,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +posedbi01,1941,1,BSN,NL,18,25,1,8,2,0,0,3,0,,0,1,,0,1,,1 +pottene01,1941,1,PHA,AL,10,6,1,1,0,0,0,2,0,0,1,2,,0,1,,0 +pottene01,1941,2,BOS,AL,10,3,0,0,0,0,0,0,0,0,1,3,,0,0,,0 +preibme01,1941,1,BSN,NL,5,4,0,0,0,0,0,0,0,,1,2,,0,0,,0 +pressto01,1941,1,CHN,NL,29,15,1,3,0,0,0,0,0,,1,1,,0,1,,0 +priddje01,1941,1,NYA,AL,56,174,18,37,7,0,1,26,4,2,18,16,,1,1,,6 +pytlafr01,1941,1,BOS,AL,106,336,36,91,23,1,2,39,5,7,28,19,,1,6,,6 +quinnwi01,1941,1,CHN,NL,3,2,0,1,0,0,0,0,0,,0,0,,0,0,,0 +radclri01,1941,1,SLA,AL,19,71,12,20,2,2,2,14,1,1,10,1,,0,0,,1 +radclri01,1941,2,DET,AL,96,379,47,120,14,5,3,40,4,4,19,13,,1,5,,7 +raffeke01,1941,1,CHN,NL,10,5,0,0,0,0,0,0,0,,0,2,,0,1,,0 +reesepe01,1941,1,BRO,NL,152,595,76,136,23,5,2,46,10,,68,56,,3,8,,6 +reisepe01,1941,1,BRO,NL,137,536,117,184,39,17,14,76,4,,46,71,,11,8,,6 +richmdo01,1941,1,PHA,AL,9,35,3,7,1,1,0,5,0,2,0,1,,0,2,,1 +richwo01,1941,1,BOS,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +riddlel01,1941,1,CIN,NL,33,71,10,16,4,0,0,9,0,,3,11,,0,9,,1 +riddljo02,1941,1,CIN,NL,10,10,2,3,0,0,0,0,0,,0,1,,0,0,,0 +riggsle01,1941,1,BRO,NL,77,197,27,60,13,4,5,36,1,,16,12,,0,7,,2 +rignejo01,1941,1,CHA,AL,30,84,8,17,1,1,0,5,0,1,6,27,,0,2,,4 +rikarcu01,1941,1,PIT,NL,6,20,1,4,1,0,0,0,0,,1,1,,0,0,,0 +ripplji01,1941,1,CIN,NL,38,102,10,22,6,1,1,9,0,,9,4,,0,3,,0 +rizzojo01,1941,1,PHI,NL,99,235,20,51,9,2,4,24,1,,24,34,,2,4,,8 +rizzuph01,1941,1,NYA,AL,133,515,65,158,20,9,3,46,14,5,27,36,,1,5,,13 +robersh01,1941,1,WS1,AL,1,3,0,0,0,0,0,0,0,0,0,3,,0,0,,0 +robersk02,1941,1,BSN,NL,55,167,12,36,6,0,0,15,0,,9,18,,0,3,,0 +rolfere01,1941,1,NYA,AL,136,561,106,148,22,5,8,42,3,2,57,38,,0,3,,3 +rootch01,1941,1,CHN,NL,19,33,4,5,1,0,1,4,0,,5,10,,0,4,,1 +rosarbu01,1941,1,NYA,AL,67,209,25,60,17,2,1,36,0,0,22,10,,0,2,,8 +rosenla01,1941,1,CHA,AL,20,59,9,14,4,0,0,1,0,0,12,5,,0,0,,3 +rosenla01,1941,2,CLE,AL,45,75,10,14,3,1,1,8,1,0,9,10,,0,2,,1 +rossbu02,1941,1,PHA,AL,1,1,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +rossbu02,1941,2,CHA,AL,20,32,2,7,1,0,0,2,0,0,2,5,,0,4,,0 +rossch01,1941,1,BSN,NL,29,50,1,6,1,0,0,4,0,,9,17,,0,0,,2 +rowelba01,1941,1,BSN,NL,138,483,49,129,23,6,7,60,11,,39,36,,0,2,,6 +rowesc01,1941,1,DET,AL,32,55,10,15,0,3,1,12,0,0,5,8,,0,1,,1 +rubelal01,1941,1,PHA,AL,6,19,0,5,0,0,0,2,0,0,2,1,,0,0,,0 +ruckejo01,1941,1,NY1,NL,143,622,95,179,38,9,1,42,8,,29,61,,0,8,,7 +ruffire01,1941,1,NYA,AL,38,89,10,27,8,1,2,22,0,0,4,12,,0,1,,2 +russeri01,1941,1,CHN,NL,6,17,1,5,1,0,0,1,0,,1,5,,0,1,,0 +russoma01,1941,1,NYA,AL,28,78,5,18,2,0,0,7,0,0,3,11,,0,5,,1 +rybami01,1941,1,BOS,AL,40,37,2,8,2,0,0,4,0,0,2,2,,0,4,,0 +salvoma01,1941,1,BSN,NL,35,62,3,7,1,0,0,3,0,,10,24,,0,0,,2 +sanfoja01,1941,1,WS1,AL,3,5,1,2,0,1,0,0,0,0,1,1,,0,0,,0 +sauerha01,1941,1,CIN,NL,9,33,4,10,4,0,0,5,0,,1,4,,0,0,,1 +schefbo01,1941,1,CHN,NL,51,132,9,32,8,0,1,20,2,,5,19,,0,1,,5 +schmijo01,1941,1,CHN,NL,6,7,1,4,0,0,0,2,0,,0,0,,0,1,,1 +schuljo05,1941,1,PIT,NL,2,2,1,1,0,0,0,0,0,,0,0,,0,0,,0 +schumha02,1941,1,NY1,NL,38,66,6,10,1,0,0,4,0,,6,13,,0,4,,0 +selkige01,1941,1,NYA,AL,70,164,30,36,5,0,6,25,1,0,28,30,,2,1,,3 +sessiwa01,1941,1,SLN,NL,5,13,2,0,0,0,0,0,0,,1,2,,0,0,,1 +sewelri01,1941,1,PIT,NL,42,92,12,16,2,0,1,5,0,,3,15,,0,4,,4 +shirlte01,1941,1,PHA,AL,5,1,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +shokeed01,1941,1,CIN,NL,1,1,0,0,0,0,0,0,0,,0,1,,0,0,,0 +shortda01,1941,1,CHA,AL,3,8,0,0,0,0,0,0,0,0,2,1,,0,0,,0 +shouncl01,1941,1,SLN,NL,26,22,2,4,0,1,0,0,0,,1,2,,0,3,,1 +siebedi01,1941,1,PHA,AL,123,467,63,156,28,8,5,79,1,3,37,22,,2,7,,12 +silveke01,1941,1,NYA,AL,17,40,6,10,5,0,1,4,0,0,7,6,,0,0,,1 +simmoal01,1941,1,PHA,AL,9,24,1,3,1,0,0,1,0,0,1,2,,0,0,,2 +sistisi01,1941,1,BSN,NL,140,541,72,140,24,3,1,45,7,,38,76,,1,8,,8 +slaugen01,1941,1,SLN,NL,113,425,71,132,22,9,13,76,4,,53,28,,2,4,,5 +smithal03,1941,1,CLE,AL,30,71,8,11,1,0,1,3,0,0,11,20,,0,1,,0 +smithed04,1941,1,CHA,AL,34,88,6,19,4,0,0,3,0,0,8,19,,0,4,,3 +smithvi01,1941,1,PIT,NL,9,33,3,10,1,0,0,5,0,,1,5,,0,0,,3 +soltemo01,1941,1,CHA,AL,76,251,24,65,9,4,4,43,3,2,18,31,,1,1,,8 +spencst01,1941,1,BOS,AL,86,203,22,47,10,3,2,28,1,0,18,14,,3,3,,3 +staintu01,1941,1,DET,AL,94,200,19,49,8,1,2,10,6,3,3,21,,1,7,,0 +stancch01,1941,1,NYA,AL,22,12,0,0,0,0,0,0,0,0,0,5,,0,0,,1 +starrra01,1941,1,CIN,NL,7,11,1,2,0,0,0,1,0,,0,7,,0,4,,1 +stephve01,1941,1,SLA,AL,3,2,0,1,0,0,0,0,0,0,0,0,,0,0,,0 +stevech01,1941,1,SLA,AL,4,13,2,2,0,0,0,2,0,0,0,1,,0,0,,0 +stewabu01,1941,1,PIT,NL,73,172,27,46,7,0,0,10,3,,12,17,,0,3,,1 +stranal01,1941,1,SLA,AL,45,112,14,26,4,0,0,11,1,0,15,5,,0,4,,6 +strinlo01,1941,1,CHN,NL,145,512,59,126,31,4,5,53,3,,59,86,,0,10,,5 +strinni01,1941,1,BSN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +strinni01,1941,2,PIT,NL,12,7,1,3,0,0,0,0,0,,0,1,,0,0,,0 +sturgbo01,1941,1,CHN,NL,129,433,45,106,15,3,0,25,5,,9,30,,0,11,,10 +sturmjo01,1941,1,NYA,AL,124,524,58,125,17,3,3,36,3,5,37,50,,3,4,,10 +suderpe01,1941,1,PHA,AL,139,531,45,130,20,9,4,52,1,3,19,47,,0,8,,23 +sullibi04,1941,1,DET,AL,85,234,29,66,15,1,3,29,0,3,35,11,,0,0,,5 +sullijo05,1941,1,BSN,NL,16,15,0,1,0,0,0,0,0,,1,4,,0,0,,0 +sullijo05,1941,2,PIT,NL,16,11,0,4,0,0,0,2,0,,0,1,,0,0,,0 +sundrst01,1941,1,WS1,AL,28,60,6,13,1,0,0,2,0,0,6,16,,0,4,,1 +sunketo01,1941,1,NY1,NL,2,6,1,2,0,0,0,0,0,,0,3,,0,0,,0 +suscege01,1941,1,CLE,AL,1,0,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +swiftbi01,1941,1,BRO,NL,9,5,0,1,0,0,0,0,0,,0,0,,0,0,,0 +swiftbo01,1941,1,SLA,AL,63,170,13,44,7,0,0,21,2,0,22,11,,0,3,,5 +taborji01,1941,1,BOS,AL,126,498,65,139,29,3,16,101,17,9,36,48,,0,5,,17 +tamulvi01,1941,1,PHI,NL,6,2,0,0,0,0,0,0,0,,0,0,,0,0,,0 +tamulvi01,1941,2,BRO,NL,12,5,0,0,0,0,0,0,0,,0,1,,0,0,,0 +tatumto01,1941,1,BRO,NL,8,12,1,2,1,0,0,1,0,,1,3,,0,0,,0 +tebbebi01,1941,1,DET,AL,110,359,28,102,19,4,2,47,1,2,38,29,,1,2,,7 +thomabu01,1941,1,DET,AL,26,19,0,2,1,0,0,0,0,0,0,4,,0,1,,0 +thompju01,1941,1,CIN,NL,27,30,2,7,3,0,0,2,0,,0,6,,0,7,,0 +tiptoer01,1941,1,PHA,AL,1,4,0,2,0,0,0,0,0,0,0,0,,0,0,,0 +tobinji01,1941,1,BSN,NL,43,103,6,19,5,0,0,9,1,,10,31,,0,0,,4 +tobinpa01,1941,1,PHA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +toddal01,1941,1,CHN,NL,6,6,1,1,0,0,0,0,0,,0,1,,0,0,,0 +travice01,1941,1,WS1,AL,152,608,106,218,39,19,7,101,2,2,52,25,,1,2,,13 +treshmi01,1941,1,CHA,AL,115,390,38,98,10,1,0,33,1,0,38,27,,1,4,,13 +triplco01,1941,1,SLN,NL,76,185,29,53,6,3,3,21,0,,18,27,,0,3,,6 +troskha01,1941,1,CLE,AL,89,310,43,91,17,0,11,51,1,2,44,21,,1,0,,6 +trottbi01,1941,1,SLA,AL,29,6,0,0,0,0,0,0,0,0,1,6,,0,1,,0 +troutdi01,1941,1,DET,AL,40,50,5,9,1,1,0,5,0,0,4,10,,0,0,,1 +truckvi01,1941,1,DET,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +turneji01,1941,1,CIN,NL,23,41,2,6,2,0,0,2,0,,1,5,,0,2,,0 +turneto01,1941,1,CHA,AL,38,126,7,30,5,0,0,8,2,0,9,15,,0,0,,3 +valoel01,1941,1,PHA,AL,15,50,13,21,0,1,2,6,0,0,4,2,,0,0,,1 +vandejo01,1941,1,CIN,NL,35,76,6,10,1,0,0,4,0,,2,18,,0,9,,1 +vanroma01,1941,1,PIT,NL,129,457,62,129,23,5,4,78,0,,41,29,,1,5,,18 +vaughar01,1941,1,PIT,NL,106,374,69,118,20,7,6,38,8,,50,13,,2,11,,3 +vaughpo01,1941,1,PHA,AL,5,7,1,1,0,0,0,0,0,0,0,3,,0,0,,0 +vernomi01,1941,1,WS1,AL,138,531,73,159,27,11,9,93,9,3,43,51,,0,7,,12 +vosmijo01,1941,1,BRO,NL,25,56,0,11,0,0,0,4,0,,4,4,,0,1,,2 +wagnech01,1941,1,BOS,AL,29,63,5,10,1,0,0,3,0,0,3,22,,0,10,,1 +wagneha01,1941,1,PHA,AL,46,131,18,29,8,2,1,15,1,0,19,9,,0,0,,1 +waitked01,1941,1,CHN,NL,12,28,1,5,0,0,0,0,0,,0,3,,1,0,,1 +wakefdi01,1941,1,DET,AL,7,7,0,1,0,0,0,0,0,0,0,1,,0,0,,0 +walkedi02,1941,1,BRO,NL,148,531,88,165,32,8,9,71,4,,70,18,,0,5,,6 +walkege02,1941,1,CLE,AL,121,445,56,126,26,11,6,48,12,6,18,46,,1,8,,15 +walkeha01,1941,1,SLN,NL,7,15,3,4,1,0,0,1,0,,2,1,,0,0,,0 +waltebu01,1941,1,CIN,NL,39,106,6,20,6,0,0,9,0,,7,13,,0,4,,3 +wanerll01,1941,1,PIT,NL,3,4,2,1,0,0,0,1,0,,2,0,,0,0,,0 +wanerll01,1941,2,BSN,NL,19,51,7,21,1,0,0,4,1,,2,0,,0,0,,0 +wanerll01,1941,3,CIN,NL,55,164,17,42,4,1,0,6,0,,8,0,,0,3,,3 +wanerpa01,1941,1,BRO,NL,11,35,5,6,0,0,0,4,0,,8,0,,0,1,,2 +wanerpa01,1941,2,BSN,NL,95,294,40,82,10,2,2,46,1,,47,14,,0,0,,8 +warnelo01,1941,1,SLN,NL,37,77,6,9,0,0,0,4,0,,11,18,,0,8,,3 +warrebe01,1941,1,PHI,NL,121,345,34,74,13,2,9,35,0,,44,66,,3,1,,14 +wasdeji01,1941,1,BRO,NL,94,265,39,79,14,3,4,48,2,,16,15,,3,3,,1 +washbge01,1941,1,NYA,AL,1,1,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +weathro01,1941,1,CLE,AL,102,363,59,105,21,5,3,37,2,5,32,20,,2,7,,5 +webbsk01,1941,1,CHA,AL,29,84,7,16,2,0,0,6,1,0,3,9,,1,0,,1 +welajjo01,1941,1,WS1,AL,49,96,16,20,4,0,0,5,3,1,6,16,,0,0,,4 +werbebi01,1941,1,CIN,NL,109,418,56,100,9,2,4,46,14,,53,24,,2,4,,9 +westdi01,1941,1,CIN,NL,67,172,15,37,5,2,1,17,4,,6,23,,1,2,,3 +westma02,1941,1,BSN,NL,138,484,63,134,28,4,12,68,5,,72,68,,2,2,,11 +westsa01,1941,1,WS1,AL,26,37,3,10,0,0,0,6,1,0,11,2,,0,1,,0 +whitebu01,1941,1,NY1,NL,116,403,41,92,15,4,1,23,7,,14,10,,2,10,,18 +whiteer01,1941,1,SLN,NL,33,79,6,15,2,1,0,10,0,,3,8,,0,3,,1 +whiteha01,1941,1,DET,AL,4,2,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +wickeke01,1941,1,BRO,NL,16,4,0,1,0,0,0,1,0,,1,1,,0,3,,0 +wietewh01,1941,1,BSN,NL,16,33,1,3,0,0,0,0,0,,1,2,,0,2,,0 +wilkile01,1941,1,PIT,NL,26,24,2,7,0,0,0,2,0,,0,5,,0,0,,0 +willite01,1941,1,BOS,AL,143,456,135,185,33,3,37,120,2,4,147,27,,3,0,,10 +wilsoja01,1941,1,BOS,AL,27,44,2,7,1,0,0,6,0,0,1,8,,0,2,,0 +witekmi01,1941,1,NY1,NL,26,94,11,34,5,0,1,16,0,,4,2,,0,2,,1 +wittijo01,1941,1,NY1,NL,25,25,2,5,0,0,0,3,0,,1,8,,0,1,,0 +wolffro01,1941,1,PHA,AL,2,5,0,1,0,0,0,0,0,0,0,3,,0,0,,0 +workmch01,1941,1,CLE,AL,9,4,2,0,0,0,0,0,0,0,1,1,,0,0,,0 +wrighta01,1941,1,CHA,AL,136,513,71,165,35,5,10,97,5,4,60,27,,6,1,,8 +wyattwh01,1941,1,BRO,NL,40,109,10,26,5,0,3,22,0,,4,12,,1,8,,6 +wynnea01,1941,1,WS1,AL,5,15,1,2,1,0,0,0,0,0,0,5,,0,1,,1 +yorkru01,1941,1,DET,AL,155,590,91,153,29,3,27,111,3,1,92,88,,1,4,,16 +youngba01,1941,1,NY1,NL,152,574,90,152,28,5,25,104,1,,66,39,,5,4,,12 +youngpe01,1941,1,CIN,NL,4,12,2,2,0,0,0,0,0,,0,1,,1,0,,0 +youngpe01,1941,2,SLN,NL,2,2,0,0,0,0,0,0,0,,0,2,,0,0,,0 +zientbe01,1941,1,CIN,NL,9,21,3,6,0,0,0,2,0,,1,3,,0,0,,0 +zuberbi01,1941,1,WS1,AL,36,26,0,0,0,0,0,0,0,0,1,8,,0,2,,0 +abernte01,1942,1,PHA,AL,1,0,0,0,0,0,0,0,0,0,1,0,,0,0,,0 +abreujo01,1942,1,CIN,NL,9,28,4,6,1,0,1,3,0,,4,4,,0,0,,1 +adamsac01,1942,1,NY1,NL,61,10,2,1,0,0,0,0,0,,0,1,,0,0,,0 +adkinde01,1942,1,WS1,AL,1,2,1,1,0,0,0,1,0,0,0,0,,0,1,,0 +adkindi01,1942,1,PHA,AL,3,7,2,1,0,0,0,0,0,0,2,2,,0,0,,0 +alenoch01,1942,1,CIN,NL,7,14,1,2,1,0,0,0,0,,3,3,,0,0,,0 +allenjo02,1942,1,BRO,NL,27,39,3,7,0,0,0,2,0,,1,11,,0,4,,2 +anderal01,1942,1,PIT,NL,54,166,24,45,4,1,0,7,4,,18,19,,0,3,,3 +applepe01,1942,1,CHA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +applepe01,1942,2,SLA,AL,14,6,1,1,0,1,0,1,0,0,1,1,,0,0,,0 +applilu01,1942,1,CHA,AL,142,543,78,142,26,4,3,53,17,5,63,23,,3,4,,7 +aukerel01,1942,1,SLA,AL,51,87,9,14,1,1,0,4,0,0,3,28,,0,6,,1 +bagbyji02,1942,1,CLE,AL,39,95,6,18,1,0,1,6,0,0,1,12,,0,7,,3 +bakerbi01,1942,1,PIT,NL,18,17,1,2,0,0,0,2,0,,1,0,,0,0,,0 +barnaba01,1942,1,NY1,NL,104,331,39,85,8,7,6,58,3,,38,48,,0,1,,4 +barrejo01,1942,1,PIT,NL,111,332,56,82,11,6,0,26,10,,48,42,,3,7,,4 +bartedi01,1942,1,NY1,NL,90,316,53,77,10,3,5,24,4,,44,34,,8,5,,6 +beazljo01,1942,1,SLN,NL,43,73,6,10,2,2,0,9,0,,3,37,,0,9,,0 +beckbo01,1942,1,PHI,NL,27,12,2,4,1,0,0,3,0,,0,0,,0,0,,0 +beckmbi01,1942,1,PHA,AL,5,4,1,2,1,0,0,1,0,0,1,0,,0,1,,0 +beckmbi01,1942,2,SLN,NL,2,1,0,0,0,0,0,0,0,,0,0,,0,0,,0 +beggsjo01,1942,1,CIN,NL,38,21,1,0,0,0,0,0,0,,0,3,,0,1,,1 +benjast01,1942,1,PHI,NL,78,210,24,47,8,3,2,8,5,,10,27,,1,5,,2 +bentoal01,1942,1,DET,AL,35,67,3,5,1,0,0,0,0,0,0,32,,0,9,,0 +berarjo01,1942,1,SLA,AL,29,74,11,21,6,0,1,10,3,1,4,2,,1,0,,0 +berrera01,1942,1,NY1,NL,12,32,0,6,0,0,0,1,0,,2,3,,0,1,,1 +berryjo03,1942,1,CHN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bessehe01,1942,1,PHA,AL,34,53,7,12,1,0,0,7,0,0,4,10,,0,0,,0 +bevillo01,1942,1,WS1,AL,4,3,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +biscafr01,1942,1,SLA,AL,11,6,0,0,0,0,0,0,0,0,0,2,,1,0,,0 +bithohi01,1942,1,CHN,NL,38,57,3,7,1,0,0,1,0,,5,9,,0,1,,0 +blackew01,1942,1,CIN,NL,2,1,0,0,0,0,0,0,0,,0,0,,0,0,,0 +blairbu01,1942,1,PHA,AL,137,484,48,135,26,8,5,66,1,6,30,30,,3,6,,14 +blantcy01,1942,1,PHI,NL,6,8,0,1,0,0,0,0,0,,0,1,,0,0,,0 +blattbu01,1942,1,SLN,NL,19,23,3,1,0,0,0,1,0,,3,6,,1,0,,1 +blockcy01,1942,1,CHN,NL,9,33,6,12,1,1,0,4,2,,3,3,,0,0,,1 +bloodji01,1942,1,DET,AL,137,533,62,129,23,1,13,57,2,8,35,63,,5,5,,13 +bonhati01,1942,1,NYA,AL,28,74,4,9,0,0,0,2,0,0,3,17,,1,10,,3 +bordafr01,1942,1,BRO,NL,48,58,11,14,2,0,0,5,2,,3,3,,0,1,,1 +borowha01,1942,1,NYA,AL,25,70,4,11,1,1,0,7,0,0,1,17,,0,4,,1 +boudrlo01,1942,1,CLE,AL,147,506,57,143,18,10,2,58,7,16,75,39,,4,19,,12 +bowmabo01,1942,1,CHN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bragabo01,1942,1,PHI,NL,109,335,17,73,12,2,2,15,0,,20,21,,1,7,,10 +brancno01,1942,1,NYA,AL,10,3,1,1,0,0,0,1,0,0,0,1,,0,0,,0 +brandbi01,1942,1,PIT,NL,3,7,1,1,0,0,0,0,0,,0,1,,0,0,,0 +breuema01,1942,1,NYA,AL,27,54,3,3,0,1,0,0,0,0,3,24,,0,5,,0 +bridgto01,1942,1,DET,AL,23,63,5,6,1,1,0,2,0,0,5,12,,0,1,,2 +browncl01,1942,1,CLE,AL,7,1,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +brownji03,1942,1,SLN,NL,145,606,75,155,28,4,1,71,4,,52,11,,0,10,,9 +brownma01,1942,1,BOS,AL,34,15,2,1,0,0,0,0,0,0,2,3,,0,3,,0 +buricbi01,1942,1,PHI,NL,25,80,3,23,1,0,0,7,2,,6,13,,0,1,,1 +butchma01,1942,1,PIT,NL,24,49,3,7,0,0,0,2,0,,0,5,,0,2,,2 +butlabi01,1942,1,BOS,AL,23,28,0,1,0,0,0,1,0,0,7,12,,0,2,,1 +caligfr01,1942,1,PHA,AL,13,12,0,1,1,0,0,0,0,0,1,3,,0,0,,0 +calvepa01,1942,1,CLE,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +camildo01,1942,1,BRO,NL,150,524,89,132,23,7,26,109,10,,97,85,,3,1,,10 +campbbr01,1942,1,WS1,AL,122,378,41,105,17,5,5,63,0,6,37,34,,1,0,,4 +campbpa01,1942,1,BOS,AL,26,15,4,1,0,0,0,0,1,0,1,5,,0,0,,0 +careyto02,1942,1,BOS,AL,1,1,0,1,0,0,0,1,0,0,0,0,,0,0,,0 +carpebo01,1942,1,NY1,NL,28,65,5,12,0,0,0,6,0,,2,9,,0,6,,1 +carraal01,1942,1,WS1,AL,35,44,3,6,1,0,0,2,0,0,4,14,,1,4,,0 +casege01,1942,1,WS1,AL,125,513,101,164,26,2,5,43,44,6,44,30,,3,3,,8 +caseyhu01,1942,1,BRO,NL,50,27,2,4,1,0,0,4,0,,2,7,,0,4,,0 +castege01,1942,1,SLA,AL,39,15,1,1,0,0,0,0,0,0,1,5,,0,0,,0 +castiji01,1942,1,PHA,AL,16,18,2,7,0,0,0,2,0,0,1,3,,0,0,,0 +catheha01,1942,1,WS1,AL,12,8,1,3,0,0,0,0,0,0,0,1,,0,1,,0 +cavarph01,1942,1,CHN,NL,136,482,59,130,28,4,3,54,7,,71,42,,1,12,,2 +centepe01,1942,1,CLE,AL,1,1,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +chandsp01,1942,1,NYA,AL,24,71,6,15,2,0,0,5,0,0,8,14,,0,6,,0 +chartmi01,1942,1,NYA,AL,5,5,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +chartmi01,1942,2,WS1,AL,24,92,11,20,4,2,1,8,0,1,14,16,,0,0,,2 +chartmi01,1942,3,SLA,AL,73,237,37,59,11,2,9,43,3,3,40,27,,2,1,,5 +chaseke01,1942,1,BOS,AL,13,33,5,6,2,1,0,2,0,0,0,7,,0,3,,1 +chipmbo01,1942,1,BRO,NL,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chrisru01,1942,1,PHA,AL,30,56,2,5,0,1,0,3,0,0,1,17,,0,3,,0 +claryel01,1942,1,WS1,AL,76,240,34,66,9,0,0,16,2,0,45,25,,2,4,,3 +cliftha01,1942,1,SLA,AL,143,541,108,148,39,4,7,55,6,4,106,48,,2,7,,9 +colemjo04,1942,1,PHA,AL,1,4,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +collied02,1942,1,PHA,AL,20,34,6,8,2,0,0,4,1,0,4,2,,0,0,,0 +colmafr01,1942,1,PIT,NL,10,37,2,5,0,0,1,2,0,,2,2,,0,1,,0 +congedi01,1942,1,PIT,NL,3,3,0,0,0,0,0,0,0,,0,1,,0,0,,0 +conrobi02,1942,1,BOS,AL,83,250,22,50,4,2,4,20,2,0,40,47,,2,6,,4 +coonejo01,1942,1,BSN,NL,74,198,23,41,6,0,0,7,2,,23,5,,0,5,,5 +coopemo01,1942,1,SLN,NL,37,103,6,19,1,0,0,7,0,,3,21,,0,7,,0 +coopewa01,1942,1,SLN,NL,125,438,58,123,32,7,7,65,4,,29,29,,1,6,,18 +coscape01,1942,1,PIT,NL,133,487,57,111,12,4,3,29,2,,38,56,,3,8,,8 +crabtes01,1942,1,SLN,NL,10,9,1,3,2,0,0,2,0,,1,3,,0,0,,0 +craftha01,1942,1,CIN,NL,37,113,7,20,2,1,0,6,0,,3,11,,1,1,,2 +cramedo01,1942,1,DET,AL,151,630,71,166,26,4,0,43,4,4,43,18,,3,6,,15 +crespcr01,1942,1,SLN,NL,93,292,33,71,4,2,0,35,4,,27,29,,1,14,,6 +criscto01,1942,1,SLA,AL,91,158,17,47,9,2,1,13,2,2,8,13,,0,1,,0 +cronijo01,1942,1,BOS,AL,45,79,7,24,3,0,4,24,0,1,15,21,,0,1,,3 +crosefr01,1942,1,NYA,AL,74,285,50,69,5,5,4,23,1,1,31,31,,9,3,,5 +crossje01,1942,1,SLN,NL,1,4,0,1,0,0,0,1,0,,0,0,,0,0,,0 +croucfr01,1942,1,WS1,AL,26,65,2,18,1,1,0,5,0,0,3,9,,0,0,,4 +cuccito01,1942,1,BSN,NL,40,104,8,21,3,0,1,8,1,,9,11,,0,1,,3 +cullero01,1942,1,SLA,AL,38,109,15,21,7,1,2,14,0,1,30,20,,0,3,,2 +cullero01,1942,2,WS1,AL,64,241,30,69,19,0,2,35,1,2,44,18,,0,0,,3 +cullero01,1942,3,NYA,AL,21,77,16,28,7,0,2,17,0,1,18,2,,0,2,,1 +culpbe01,1942,1,PHI,NL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,,0 +dahlgba01,1942,1,CHN,NL,17,56,4,12,1,0,0,6,0,,4,2,,0,0,,3 +dahlgba01,1942,2,SLA,AL,2,2,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +dahlgba01,1942,3,BRO,NL,17,19,2,1,0,0,0,0,0,,4,5,,0,0,,1 +dalledo01,1942,1,CHN,NL,96,264,30,69,12,4,4,43,4,,36,18,,0,2,,11 +danniha01,1942,1,NY1,NL,119,408,45,114,20,3,1,34,3,,34,29,,0,3,,15 +dappecl01,1942,1,BRO,NL,8,17,2,8,1,0,1,9,0,,2,2,,0,0,,0 +daviscr01,1942,1,PHA,AL,86,272,31,61,8,1,2,26,1,0,21,30,,1,7,,8 +daviscu01,1942,1,BRO,NL,32,68,4,12,2,0,0,5,0,,1,24,,0,8,,3 +deanch01,1942,1,CLE,AL,70,101,4,27,1,0,0,7,0,0,11,7,,0,0,,3 +demarfr02,1942,1,BSN,NL,64,187,18,42,5,0,3,24,2,,17,10,,0,4,,8 +denniot01,1942,1,CLE,AL,92,214,15,45,14,0,1,19,0,0,18,14,,1,1,,4 +derripa01,1942,1,CIN,NL,29,68,4,9,2,0,0,4,0,,3,9,,0,6,,1 +desauge01,1942,1,CLE,AL,62,162,14,40,5,0,0,9,1,0,12,13,,1,6,,3 +detwedu01,1942,1,BSN,NL,12,44,3,14,2,1,0,5,0,,2,7,,0,0,,1 +dickebi01,1942,1,NYA,AL,82,268,28,79,13,1,2,37,2,2,26,11,,1,0,,12 +dickege02,1942,1,CHA,AL,59,116,6,27,3,0,1,17,0,0,9,11,,0,1,,3 +dicksmu01,1942,1,SLN,NL,37,42,6,8,2,0,0,1,0,,0,3,,0,1,,1 +diehlge01,1942,1,BSN,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,,0 +dietrbi01,1942,1,CHA,AL,26,48,2,5,1,0,0,5,0,0,5,22,,0,7,,2 +dietzdu01,1942,1,PIT,NL,40,35,3,7,0,0,0,1,0,,2,8,,1,2,,0 +dimagdo01,1942,1,BOS,AL,151,622,110,178,36,8,14,48,16,10,70,52,,6,4,,9 +dimagjo01,1942,1,NYA,AL,154,610,123,186,29,13,21,114,4,2,68,36,,2,0,,9 +dimagvi01,1942,1,PIT,NL,143,496,57,118,22,3,15,75,10,,52,87,,1,11,,13 +dobsojo01,1942,1,BOS,AL,30,69,6,10,1,0,0,3,0,0,3,17,,1,5,,1 +doerrbo01,1942,1,BOS,AL,144,545,71,158,35,5,15,102,4,4,67,55,,1,12,,11 +donalat01,1942,1,NYA,AL,20,61,4,9,1,0,0,3,0,0,1,16,,0,2,,3 +donovbi02,1942,1,BSN,NL,31,25,1,6,0,0,0,1,0,,2,4,,0,2,,1 +dusaker01,1942,1,SLN,NL,12,27,4,5,3,0,0,3,0,,3,7,,0,0,,1 +earleto01,1942,1,BSN,NL,27,34,5,4,2,0,0,1,0,,2,7,,0,3,,1 +earlyja01,1942,1,WS1,AL,104,353,31,72,14,2,3,46,0,0,37,37,,1,3,,5 +easthu01,1942,1,NY1,NL,4,2,1,1,0,0,1,2,0,,2,1,,0,0,,0 +eavesva01,1942,1,CHN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +edwarha01,1942,1,CLE,AL,13,48,6,12,2,1,0,7,2,1,5,8,,0,0,,0 +eisenha01,1942,1,CLE,AL,29,4,0,1,0,0,0,0,0,0,0,1,,0,0,,0 +elliobo01,1942,1,PIT,NL,143,560,75,166,26,7,9,89,2,,52,35,,2,7,,12 +embrere01,1942,1,CLE,AL,19,15,1,2,0,0,0,1,0,0,1,2,,0,1,,0 +erickpa01,1942,1,CHN,NL,18,21,0,3,0,0,0,1,0,,0,11,,0,0,,0 +erricdi01,1942,1,BSN,NL,21,16,0,2,0,0,0,0,0,,0,3,,0,1,,0 +erricdi01,1942,2,CHN,NL,13,5,0,0,0,0,0,0,0,,0,2,,0,0,,0 +eschela01,1942,1,PHA,AL,12,11,0,0,0,0,0,0,0,0,4,6,,0,0,,0 +estalbo01,1942,1,WS1,AL,133,429,68,119,24,5,8,65,5,2,85,42,,3,0,,19 +ettenni01,1942,1,PHI,NL,139,459,37,121,21,3,8,41,3,,67,26,,0,5,,8 +evansal01,1942,1,WS1,AL,74,223,22,51,4,1,0,10,3,0,25,36,,1,2,,5 +feldema01,1942,1,CHN,NL,3,6,0,1,0,0,0,0,0,,1,4,,0,0,,0 +feldmha01,1942,1,NY1,NL,31,39,2,11,1,0,1,5,0,,1,8,,0,1,,1 +ferenst01,1942,1,SLA,AL,19,21,0,3,0,0,0,0,0,0,1,4,,0,1,,1 +fernana01,1942,1,BSN,NL,145,577,63,147,29,3,6,55,15,,38,61,,2,3,,16 +ferreri01,1942,1,SLA,AL,99,273,20,61,6,1,0,26,0,1,33,13,,0,6,,5 +ferrito01,1942,1,CLE,AL,31,19,3,4,1,0,0,2,0,0,0,5,,0,1,,1 +finnelo01,1942,1,BOS,AL,113,397,58,113,16,7,3,61,3,3,29,11,,1,4,,9 +fitzsfr01,1942,1,BRO,NL,1,2,0,1,0,0,0,0,0,,0,0,,0,0,,0 +flemibi01,1942,1,CHN,NL,33,39,2,2,0,0,0,0,0,,0,13,,0,1,,2 +flemile01,1942,1,CLE,AL,156,548,71,160,27,4,14,82,6,8,106,57,,6,2,,13 +fletcel01,1942,1,PIT,NL,145,506,86,146,22,5,7,57,0,,105,60,,6,6,,4 +flitchi01,1942,1,PHI,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +floreje01,1942,1,CHN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fowledi01,1942,1,PHA,AL,32,50,1,8,0,0,0,2,0,0,0,10,,1,1,,0 +foxch01,1942,1,NY1,NL,3,7,1,3,0,0,0,1,0,,1,2,,0,1,,0 +foxpe01,1942,1,BOS,AL,77,256,42,67,15,5,3,42,8,7,20,28,,3,7,,8 +foxxji01,1942,1,BOS,AL,30,100,18,27,4,0,5,14,0,0,18,15,,2,0,,1 +foxxji01,1942,2,CHN,NL,70,205,25,42,8,0,3,19,1,,22,55,,0,0,,9 +frankmo01,1942,1,DET,AL,48,154,24,40,7,0,2,16,0,0,7,5,,2,3,,3 +freeded01,1942,1,PHI,NL,13,33,3,10,3,1,0,1,1,,4,3,,0,1,,1 +frencla01,1942,1,BRO,NL,38,40,5,12,3,0,0,6,0,,3,8,,0,9,,1 +freylo01,1942,1,CIN,NL,141,523,66,139,23,6,2,39,9,,87,38,,2,8,,4 +fuchsch01,1942,1,DET,AL,9,13,0,1,0,0,0,1,0,0,0,3,,0,0,,1 +gaffkfa01,1942,1,CLE,AL,40,67,4,11,2,0,0,3,1,0,6,13,,1,0,,4 +galanau01,1942,1,BRO,NL,69,209,24,55,16,0,0,22,2,,24,12,,0,1,,3 +galehde01,1942,1,SLA,AL,32,72,3,14,0,1,0,6,0,0,3,15,,0,4,,1 +gallest01,1942,1,WS1,AL,13,18,3,2,0,0,0,1,0,0,1,0,,0,0,,3 +gearyhu01,1942,1,PIT,NL,9,22,3,5,0,0,0,2,0,,2,3,,0,0,,0 +gehrich01,1942,1,DET,AL,45,45,6,12,0,0,1,7,0,0,7,4,,0,0,,0 +gilbean01,1942,1,BOS,AL,6,11,0,1,0,0,0,1,0,0,1,3,,0,2,,0 +gilbech01,1942,1,CHN,NL,74,179,18,33,6,3,0,7,1,,25,24,,0,2,,2 +gillepa01,1942,1,CHN,NL,5,16,3,4,0,0,2,4,0,,1,2,,0,0,,0 +gleesji01,1942,1,CIN,NL,9,20,3,4,0,0,0,2,0,,2,2,,1,1,,0 +glossal01,1942,1,PHI,NL,121,454,33,102,15,1,4,40,3,,29,35,,1,6,,6 +gomezch01,1942,1,WS1,AL,25,73,8,14,2,2,0,6,1,0,9,7,,0,1,,3 +gomezle01,1942,1,NYA,AL,13,33,4,5,0,0,0,4,0,0,1,12,,0,1,,1 +goodmiv01,1942,1,CIN,NL,87,226,21,55,18,1,0,15,0,,24,32,,1,6,,7 +gordojo01,1942,1,NYA,AL,147,538,88,173,29,4,18,103,12,6,79,95,,1,7,,22 +gordosi01,1942,1,NY1,NL,6,19,4,6,0,1,0,2,0,,3,2,,0,0,,1 +gorniha01,1942,1,PIT,NL,25,35,6,4,0,0,1,2,0,,2,12,,0,2,,0 +gorsijo01,1942,1,DET,AL,31,10,2,1,0,1,0,0,0,0,0,1,,0,1,,0 +grantji02,1942,1,CHA,AL,12,36,0,6,1,1,0,1,0,0,5,6,,0,0,,0 +grempbu01,1942,1,BSN,NL,72,207,12,45,11,0,3,19,1,,13,21,,1,1,,5 +grimeos01,1942,1,CLE,AL,51,84,10,15,2,0,0,2,3,2,13,17,,0,3,,1 +gromest01,1942,1,CLE,AL,14,15,2,5,1,1,0,2,0,0,2,1,,0,0,,0 +groveor01,1942,1,CHA,AL,12,22,2,5,0,0,1,1,0,0,0,5,,0,3,,0 +gumbeha01,1942,1,SLN,NL,38,54,2,6,2,0,0,3,0,,1,12,,0,1,,0 +gustifr01,1942,1,PIT,NL,115,388,34,89,11,4,2,35,5,,29,27,,2,3,,14 +guttedo01,1942,1,SLA,AL,147,616,90,157,27,11,1,50,16,13,59,54,,0,14,,8 +haasbe01,1942,1,CIN,NL,154,585,59,140,21,6,6,54,6,,59,54,,1,7,,10 +hackst01,1942,1,CHN,NL,140,553,91,166,36,3,6,39,9,,94,40,,0,10,,2 +halleja01,1942,1,PIT,NL,3,8,1,3,0,0,1,1,0,,0,3,,0,0,,0 +hamlilu01,1942,1,PIT,NL,23,37,2,9,0,0,0,7,0,,0,11,,0,3,,0 +hannilo01,1942,1,SLA,AL,11,4,0,1,0,0,0,1,0,0,0,0,,0,0,,0 +hanyzed01,1942,1,CHN,NL,6,5,0,1,0,0,0,2,0,,0,2,,0,0,,0 +hardeme01,1942,1,CLE,AL,29,67,3,8,0,0,0,2,0,0,2,19,,0,3,,0 +harribo01,1942,1,SLA,AL,6,10,1,0,0,0,0,0,0,0,1,3,,0,2,,0 +harribo01,1942,2,PHA,AL,16,26,1,7,1,0,0,1,0,0,0,4,,0,0,,2 +harrilu01,1942,1,PHA,AL,26,62,0,10,1,0,0,2,0,0,0,14,,0,1,,2 +harrine01,1942,1,DET,AL,121,398,53,108,16,10,9,45,5,4,49,35,,0,3,,6 +hassebu01,1942,1,NYA,AL,132,538,80,153,16,6,5,48,5,5,32,16,,0,11,,6 +hayesfr01,1942,1,PHA,AL,21,63,8,15,4,0,0,5,1,1,9,8,,0,0,,3 +hayesfr01,1942,2,SLA,AL,56,159,14,40,6,0,2,17,0,0,28,39,,0,3,,0 +haynejo01,1942,1,CHA,AL,40,28,3,5,0,0,0,5,0,0,2,5,,0,1,,0 +haywora01,1942,1,SLA,AL,1,1,0,1,0,0,0,0,0,0,0,0,,0,0,,0 +headed01,1942,1,BRO,NL,36,39,4,13,1,0,0,6,1,,3,9,,0,4,,0 +heathje01,1942,1,CLE,AL,147,568,82,158,37,13,10,76,9,9,62,66,,1,3,,10 +heffndo01,1942,1,SLA,AL,19,36,2,6,2,0,0,3,1,0,1,4,,0,0,,2 +heganji01,1942,1,CLE,AL,68,170,10,33,5,0,0,11,1,3,11,31,,0,3,,3 +heimva01,1942,1,CHA,AL,13,45,6,9,1,1,0,7,1,0,5,3,,1,0,,1 +heintke01,1942,1,PIT,NL,27,35,1,3,1,0,0,4,0,,2,8,,0,2,,0 +hemslro01,1942,1,CIN,NL,36,115,7,13,1,2,0,7,0,,4,11,,0,0,,1 +hemslro01,1942,2,NYA,AL,31,85,12,25,3,1,0,15,1,0,5,9,,0,2,,2 +hennege01,1942,1,PHI,NL,5,5,0,0,0,0,0,0,0,,0,1,,0,0,,0 +henrito01,1942,1,NYA,AL,127,483,77,129,30,5,13,67,4,4,58,42,,5,9,,3 +henshro01,1942,1,DET,AL,23,12,0,1,0,0,0,0,0,0,1,2,,0,0,,0 +hermabi01,1942,1,BRO,NL,155,571,76,146,34,2,2,65,6,,72,52,,0,4,,9 +hernach01,1942,1,CHN,NL,47,118,6,27,5,0,0,7,0,,11,13,,0,1,,1 +hevinjo02,1942,1,CLE,AL,27,7,0,0,0,0,0,0,0,0,1,0,,0,1,,0 +hickeji01,1942,1,BSN,NL,1,1,0,0,0,0,0,0,0,,0,1,,0,0,,0 +higbeki01,1942,1,BRO,NL,38,77,2,8,2,0,0,8,0,,0,16,,0,7,,2 +higgipi01,1942,1,DET,AL,143,499,65,133,34,2,11,79,3,7,72,21,,3,5,,21 +hitchbi01,1942,1,DET,AL,85,280,27,59,8,1,0,29,2,2,26,21,,1,3,,8 +hoagmy01,1942,1,CHA,AL,113,412,47,99,18,2,2,37,17,8,36,21,,0,9,,14 +hockeor01,1942,1,CLE,AL,148,601,85,150,22,7,7,48,12,12,45,45,,3,5,,10 +hodgebe01,1942,1,PHI,NL,8,11,0,2,0,0,0,0,0,,1,0,,0,0,,1 +hoersle01,1942,1,PHI,NL,33,46,1,7,1,0,0,0,0,,3,8,,0,3,,0 +hoffmra01,1942,1,WS1,AL,7,19,2,1,0,0,0,2,0,0,1,1,,0,0,,0 +hollial01,1942,1,SLA,AL,36,56,5,10,1,0,0,1,0,0,3,8,,0,1,,3 +holmeto01,1942,1,BSN,NL,141,558,56,155,24,4,4,41,2,,64,10,,1,10,,2 +hoppjo01,1942,1,SLN,NL,95,314,41,81,16,7,3,37,14,,36,40,,0,4,,0 +hubbeca01,1942,1,NY1,NL,24,60,2,11,0,0,0,2,0,,3,10,,0,3,,1 +hudsosi01,1942,1,WS1,AL,36,89,7,19,0,0,0,6,0,0,3,7,,1,2,,1 +hugheto04,1942,1,PHI,NL,42,80,1,8,0,0,0,0,0,,0,20,,1,7,,1 +hughste01,1942,1,BOS,AL,38,102,8,18,3,0,0,6,0,0,8,26,,0,7,,0 +humphjo02,1942,1,CHA,AL,28,80,9,18,6,1,0,5,0,0,4,33,,0,3,,2 +hutchjo02,1942,1,BSN,NL,20,20,0,1,0,0,0,0,0,,0,9,,0,0,,0 +javeral01,1942,1,BSN,NL,42,86,6,9,1,0,0,1,0,,2,30,,0,9,,1 +johnsar02,1942,1,BSN,NL,4,1,0,0,0,0,0,0,0,,0,1,,0,0,,0 +johnsbo01,1942,1,PHA,AL,149,550,78,160,35,7,13,80,3,2,82,61,,1,1,,16 +johnssi01,1942,1,PHI,NL,39,58,3,6,0,0,0,0,0,,0,16,,0,5,,3 +jonesja03,1942,1,CHA,AL,7,20,2,3,1,0,0,0,1,0,2,2,,0,0,,0 +joosted01,1942,1,CIN,NL,142,562,65,126,30,3,6,41,9,,62,57,,5,4,,7 +juddos01,1942,1,BOS,AL,36,67,10,18,2,1,2,4,0,0,3,7,,0,3,,0 +judniwa01,1942,1,SLA,AL,132,457,78,143,22,6,17,82,3,2,74,41,,4,9,,7 +jungeke01,1942,1,PIT,NL,9,2,0,1,0,0,0,0,0,,0,0,,0,0,,0 +jurgebi01,1942,1,NY1,NL,127,464,45,119,7,1,2,30,1,,43,42,,3,10,,20 +kampoal01,1942,1,BRO,NL,10,21,3,5,2,1,0,3,0,,0,4,,0,0,,0 +kearsed01,1942,1,NYA,AL,11,26,2,5,0,0,0,2,1,0,3,1,,0,1,,1 +kehnch01,1942,1,BRO,NL,3,2,1,2,0,0,0,1,0,,1,0,,0,0,,0 +kellech01,1942,1,NYA,AL,152,544,106,159,24,9,26,108,14,2,114,61,,2,1,,5 +kellefr01,1942,1,CIN,NL,38,110,13,20,3,1,3,12,0,,16,20,,0,2,,2 +keltnke01,1942,1,CLE,AL,152,624,72,179,34,4,6,78,4,3,20,36,,3,16,,16 +kennebi01,1942,1,WS1,AL,8,4,0,0,0,0,0,1,0,0,0,1,,0,0,,0 +kennebo01,1942,1,CHA,AL,113,412,37,95,18,5,0,38,11,7,22,41,,0,8,,13 +kenneve01,1942,1,CLE,AL,33,30,3,6,1,0,0,0,1,0,2,9,,0,2,,1 +kimbane01,1942,1,BRO,NL,14,5,1,1,0,0,0,0,0,,0,1,,0,0,,1 +kleinch01,1942,1,PHI,NL,14,14,0,1,0,0,0,0,0,,0,2,,0,0,,1 +klingbo01,1942,1,PIT,NL,37,40,3,8,1,0,0,3,0,,5,4,,0,5,,2 +kluttcl01,1942,1,BSN,NL,72,210,21,56,10,1,1,31,0,,7,13,,1,2,,4 +knickbi01,1942,1,PHA,AL,87,289,25,73,12,0,1,19,1,2,29,30,,1,9,,11 +knottja01,1942,1,PHA,AL,20,29,3,4,0,0,0,1,0,0,2,17,,0,2,,0 +kollodo01,1942,1,CHA,AL,147,601,72,164,40,4,3,60,16,14,30,39,,3,10,,13 +konopbr01,1942,1,PHA,AL,5,10,2,3,0,0,0,1,0,0,1,0,,0,0,,0 +kosloda01,1942,1,NY1,NL,19,25,4,3,2,0,0,1,0,,2,10,,0,0,,1 +koyer01,1942,1,CIN,NL,3,2,0,0,0,0,0,0,0,,0,2,,0,0,,0 +koyer01,1942,2,PHI,NL,91,258,21,63,9,3,4,26,0,,14,50,,0,2,,4 +krakajo01,1942,1,CLE,AL,3,2,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +kreevmi01,1942,1,PHA,AL,116,444,57,113,19,1,1,30,7,9,47,31,,0,3,,8 +kristho01,1942,1,SLN,NL,35,42,5,6,1,0,0,1,0,,1,12,,0,1,,0 +kuheljo01,1942,1,CHA,AL,115,413,60,103,14,4,4,52,22,9,60,22,,2,7,,5 +kurowwh01,1942,1,SLN,NL,115,366,51,93,17,3,9,42,7,,33,60,,6,13,,6 +kushem01,1942,1,CHN,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,,0 +kvasnal01,1942,1,WS1,AL,5,11,3,2,0,0,0,0,0,0,2,1,,0,0,,0 +laabsch01,1942,1,SLA,AL,144,520,90,143,21,7,27,99,0,3,88,88,,0,6,,12 +lakemal01,1942,1,CIN,NL,20,38,0,6,1,0,0,2,0,,3,10,,1,1,,2 +lamanfr02,1942,1,BSN,NL,10,2,2,0,0,0,0,0,0,,0,0,,0,0,,0 +lamanra01,1942,1,CIN,NL,111,371,40,98,12,2,12,43,0,,31,54,,2,0,,14 +lambege01,1942,1,PHI,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +laniema01,1942,1,SLN,NL,34,47,6,12,0,0,0,4,0,,5,5,,0,4,,2 +lannijo01,1942,1,PIT,NL,34,29,0,4,3,0,0,1,0,,1,7,,0,2,,2 +lapihan01,1942,1,PHI,NL,3,7,0,2,0,0,0,0,0,,0,0,,0,0,,0 +leebi02,1942,1,CHN,NL,32,69,2,11,2,0,0,7,0,,7,13,,0,5,,5 +leeth01,1942,1,CHA,AL,11,30,0,6,2,0,0,2,0,0,0,10,,0,0,,2 +leibeha01,1942,1,NY1,NL,58,147,11,32,6,0,4,23,0,,19,27,,2,1,,9 +leiped01,1942,1,PIT,NL,3,0,0,0,0,0,0,0,0,,0,0,,0,0,,0 +lemonbo01,1942,1,CLE,AL,5,5,0,0,0,0,0,0,0,0,0,3,,0,0,,0 +leonadu02,1942,1,WS1,AL,6,10,1,1,0,0,0,0,0,0,1,1,,0,1,,1 +levyed01,1942,1,NYA,AL,13,41,5,5,0,0,0,3,1,0,4,5,,0,0,,2 +lindejo01,1942,1,NYA,AL,27,24,1,6,1,0,0,4,0,0,0,5,,0,0,,0 +liponjo01,1942,1,DET,AL,34,131,5,25,2,0,0,9,1,3,7,7,,0,2,,1 +litwhda01,1942,1,PHI,NL,151,591,59,160,25,9,9,56,2,,27,42,,7,2,,16 +livinmi01,1942,1,PHI,NL,89,239,20,49,6,1,2,22,0,,25,20,,1,3,,5 +lodigda01,1942,1,CHA,AL,59,168,9,47,7,0,0,15,3,4,18,10,,1,4,,4 +lohrmbi01,1942,1,SLN,NL,5,3,1,2,0,0,0,0,0,,0,0,,0,0,,0 +lohrmbi01,1942,2,NY1,NL,26,58,2,7,0,0,0,2,1,,2,13,,0,3,,1 +lombaer01,1942,1,BSN,NL,105,309,32,102,14,0,11,46,1,,37,12,,1,0,,17 +lopezal01,1942,1,PIT,NL,103,289,17,74,8,2,1,26,0,,34,17,,2,6,,10 +lowrepe01,1942,1,CHN,NL,27,58,4,11,0,0,1,4,0,,4,4,,0,2,,0 +lowrysa01,1942,1,PHA,AL,1,1,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +lupieto01,1942,1,BOS,AL,128,463,63,130,25,7,3,70,10,12,50,20,,0,12,,4 +lyonste01,1942,1,CHA,AL,20,67,10,16,4,0,0,10,0,0,3,7,,1,2,,2 +mackife01,1942,1,PHA,AL,6,14,3,3,2,0,0,2,0,0,0,4,,0,0,,0 +mackra01,1942,1,CLE,AL,143,481,43,108,14,6,2,45,9,3,41,51,,2,7,,10 +maconma01,1942,1,BRO,NL,26,43,4,12,2,1,0,1,1,,2,4,,0,3,,0 +mancugu01,1942,1,SLN,NL,5,13,0,1,0,0,0,1,0,,0,0,,0,0,,0 +mancugu01,1942,2,NY1,NL,39,109,4,21,1,1,0,8,1,,14,7,,0,3,,5 +mandeha01,1942,1,DET,AL,18,4,1,1,0,0,0,0,0,0,0,0,,0,0,,0 +marchph01,1942,1,PHA,AL,38,84,3,20,2,0,0,7,0,1,4,13,,0,5,,2 +marioma01,1942,1,SLN,NL,147,485,66,134,38,5,0,54,8,,48,50,,1,20,,9 +marniha01,1942,1,PHI,NL,24,30,3,5,0,0,0,0,1,,1,2,,0,0,,1 +marshma01,1942,1,CIN,NL,131,530,49,135,17,6,7,43,4,,34,38,,1,12,,8 +marshwi01,1942,1,NY1,NL,116,401,41,103,9,2,11,59,1,,26,20,,3,4,,7 +martist01,1942,1,PIT,NL,42,120,16,27,4,2,1,12,1,,8,10,,0,2,,1 +masiph01,1942,1,BSN,NL,57,87,14,19,3,1,0,9,2,,12,4,,0,0,,1 +mastepa01,1942,1,PHI,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mastewa02,1942,1,WS1,AL,26,45,2,7,0,0,0,3,0,0,4,19,,0,3,,0 +mattibo01,1942,1,CIN,NL,6,10,0,2,1,0,0,0,0,,0,1,,0,0,,0 +maynabu01,1942,1,NY1,NL,89,190,17,47,4,1,4,32,3,,19,19,,1,3,,7 +maypi01,1942,1,PHI,NL,115,345,25,82,15,0,0,18,3,,51,17,,1,11,,8 +mccorfr01,1942,1,CIN,NL,145,564,58,156,24,0,13,89,1,,45,18,,2,5,,14 +mccormi02,1942,1,CIN,NL,40,135,18,32,2,3,1,11,0,,13,7,,0,3,,3 +mccosba01,1942,1,DET,AL,154,600,75,176,28,11,7,50,11,5,68,37,,0,12,,12 +mccrale01,1942,1,PHA,AL,1,1,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +mcculcl01,1942,1,CHN,NL,109,337,39,95,22,1,5,31,7,,25,47,,0,10,,9 +mcculph01,1942,1,WS1,AL,1,1,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +mcelyfr01,1942,1,BSN,NL,7,4,2,0,0,0,0,0,0,,0,0,,0,0,,0 +mcgeebi01,1942,1,NY1,NL,31,29,1,3,0,0,0,2,0,,0,11,,0,2,,1 +mcnaier01,1942,1,DET,AL,26,68,5,11,2,0,1,4,0,1,3,5,,0,0,,5 +mcnaier01,1942,2,PHA,AL,34,103,8,25,2,0,0,4,1,0,11,5,,0,0,,2 +mcquige02,1942,1,SLA,AL,145,554,86,145,32,5,12,78,1,1,60,77,,1,16,,10 +mcquigl01,1942,1,SLA,AL,100,339,40,96,15,12,3,47,1,1,10,17,,1,2,,21 +medwijo01,1942,1,BRO,NL,142,553,69,166,37,4,4,96,2,,32,25,,0,2,,15 +meltocl01,1942,1,NY1,NL,23,47,5,11,0,0,0,5,0,,4,12,,0,2,,1 +meltoru01,1942,1,PHI,NL,42,65,3,8,3,0,1,7,0,,2,26,,0,0,,0 +merulle01,1942,1,CHN,NL,143,515,53,132,23,3,2,37,14,,35,45,,5,22,,14 +meyerdu01,1942,1,DET,AL,14,52,5,17,3,0,2,9,0,1,4,4,,1,0,,2 +milesde01,1942,1,PHA,AL,99,346,41,94,12,5,0,22,5,3,12,10,,2,2,,3 +milleed03,1942,1,BSN,NL,142,534,47,130,28,2,6,47,11,,22,42,,4,10,,16 +millsbu01,1942,1,CLE,AL,80,195,19,54,4,2,1,26,5,4,23,18,,0,2,,7 +milnaal01,1942,1,CLE,AL,40,70,6,12,2,2,1,7,0,0,2,23,,0,1,,1 +mizejo01,1942,1,NY1,NL,142,541,97,165,25,7,26,110,3,,60,39,,5,1,,8 +moorege03,1942,1,WS1,AL,1,2,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +moorete01,1942,1,SLN,NL,130,489,80,141,26,3,6,49,10,,56,26,,2,12,,10 +moorewh01,1942,1,CIN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +moorewh01,1942,2,SLN,NL,9,2,0,0,0,0,0,0,0,,0,1,,0,0,,0 +mootyja01,1942,1,CHN,NL,19,28,3,6,0,0,0,2,0,,0,0,,0,1,,1 +moseswa01,1942,1,CHA,AL,146,577,73,156,28,4,7,49,16,10,74,27,,0,1,,5 +mossho01,1942,1,NY1,NL,7,14,0,0,0,0,0,0,0,,0,4,,0,0,,1 +muellbi01,1942,1,CHA,AL,26,85,5,14,1,0,0,5,2,1,12,9,,1,0,,5 +muncrbo01,1942,1,SLA,AL,24,45,2,5,0,1,0,3,0,0,3,8,,0,1,,2 +mungova01,1942,1,NY1,NL,9,14,1,3,0,0,0,0,0,,0,5,,0,0,,0 +murphed03,1942,1,PHI,NL,13,28,2,7,2,0,0,4,0,,2,4,,0,0,,1 +murphjo04,1942,1,NYA,AL,31,13,1,2,2,0,0,0,0,0,0,8,,0,2,,0 +murtada01,1942,1,PHI,NL,144,506,48,122,16,4,0,27,13,,49,39,,2,21,,13 +musiast01,1942,1,SLN,NL,140,467,87,147,32,10,10,72,6,,62,25,,2,5,,3 +nahemsa01,1942,1,PHI,NL,35,20,1,2,0,0,0,1,0,,1,1,,0,0,,1 +narrosa01,1942,1,SLN,NL,10,10,0,4,0,0,0,1,0,,0,0,,0,0,,0 +nayloea01,1942,1,PHI,NL,76,168,9,33,4,1,0,14,1,,11,18,,0,3,,7 +newhoha01,1942,1,DET,AL,39,52,1,8,2,0,0,1,0,0,3,8,,0,3,,2 +newsobo01,1942,1,WS1,AL,30,75,5,12,2,0,0,3,0,0,0,25,,0,4,,5 +newsobo01,1942,2,BRO,NL,6,11,0,0,0,0,0,0,0,,0,5,,0,1,,1 +newsodi01,1942,1,BOS,AL,24,55,3,13,2,0,0,3,0,0,1,7,,0,6,,1 +newsosk01,1942,1,BOS,AL,29,95,7,26,6,0,0,9,2,1,9,5,,0,1,,2 +nichobi01,1942,1,CHN,NL,152,588,83,173,22,11,21,78,8,,76,80,,8,1,,7 +niggejo01,1942,1,SLA,AL,28,72,3,10,0,0,0,2,0,0,3,15,,1,5,,5 +northro01,1942,1,PHI,NL,127,402,31,101,13,2,5,31,2,,28,33,,0,3,,5 +noviklo01,1942,1,CHN,NL,128,483,48,145,25,5,7,64,3,,24,28,,3,4,,15 +odeake01,1942,1,SLN,NL,58,192,22,45,7,1,5,32,0,,17,23,,0,2,,5 +olsenve01,1942,1,CHN,NL,32,48,4,9,1,0,0,4,0,,5,2,,0,1,,0 +ortizro01,1942,1,WS1,AL,20,42,4,7,1,3,1,4,0,0,5,11,,1,0,,0 +osterfr01,1942,1,SLA,AL,10,16,1,3,0,0,0,2,0,0,0,2,,0,0,,1 +ottme01,1942,1,NY1,NL,152,549,118,162,21,0,30,93,6,,109,61,,3,3,,8 +owenmi01,1942,1,BRO,NL,133,421,53,109,16,3,0,44,10,,44,17,,1,18,,16 +parsodi01,1942,1,DET,AL,63,188,8,37,4,0,2,11,1,0,13,22,,0,1,,5 +passecl01,1942,1,CHN,NL,35,105,7,19,1,0,2,10,0,,0,26,,0,5,,2 +patribo01,1942,1,DET,AL,4,8,1,2,1,0,1,3,0,0,1,0,,0,0,,0 +peacojo01,1942,1,BOS,AL,88,286,17,76,7,3,0,25,1,1,21,11,,0,2,,5 +pearsik01,1942,1,PHI,NL,35,23,1,1,0,0,0,0,0,,1,5,,0,0,,0 +permele01,1942,1,CHA,AL,4,3,0,1,0,0,0,0,0,0,0,0,,0,0,,0 +peskyjo01,1942,1,BOS,AL,147,620,105,205,29,9,2,51,12,7,42,36,,2,22,,8 +peterbi01,1942,1,PHI,NL,1,1,0,1,0,0,0,0,0,,0,0,,0,0,,0 +peterru02,1942,1,CLE,AL,34,58,6,13,5,1,0,2,0,0,2,14,,0,0,,3 +phelpba01,1942,1,PIT,NL,95,257,21,73,11,1,9,41,2,,20,24,,4,0,,5 +phillda02,1942,1,CIN,NL,28,84,4,17,2,0,0,6,0,,7,5,,0,2,,2 +plattwh01,1942,1,CHN,NL,4,16,1,1,0,0,0,2,0,,0,3,,0,0,,2 +poatra01,1942,1,CLE,AL,4,5,1,0,0,0,0,0,0,0,1,3,,0,0,,0 +podgajo01,1942,1,PHI,NL,44,60,5,11,0,1,0,5,0,,0,15,,0,2,,2 +pofahji01,1942,1,WS1,AL,84,283,22,59,7,2,0,28,4,3,29,30,,0,3,,10 +polleho01,1942,1,SLN,NL,27,31,2,7,2,0,0,7,0,,7,7,,0,2,,0 +pressto01,1942,1,CHN,NL,27,3,0,2,1,0,0,3,0,,1,1,,0,0,,0 +priddje01,1942,1,NYA,AL,59,189,23,53,9,2,2,28,0,1,31,27,,1,1,,2 +pyleew01,1942,1,SLA,AL,2,3,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +queenme01,1942,1,NYA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +radclri01,1942,1,DET,AL,62,144,13,36,5,0,1,20,0,1,9,6,,0,2,,3 +reesepe01,1942,1,BRO,NL,151,564,87,144,24,5,3,53,15,,82,55,,0,9,,8 +reisepe01,1942,1,BRO,NL,125,480,89,149,33,5,10,64,20,,48,45,,2,7,,0 +repasbo01,1942,1,WS1,AL,81,259,30,62,11,1,2,23,6,1,33,30,,1,1,,6 +reynoal01,1942,1,CLE,AL,2,2,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +richake01,1942,1,PHA,AL,6,15,1,1,0,0,0,0,0,0,2,0,,0,1,,0 +rickema01,1942,1,CHN,NL,8,26,5,7,0,0,0,1,0,,1,5,,0,0,,1 +riddlel01,1942,1,CIN,NL,29,58,4,15,1,0,0,5,0,,2,12,,0,0,,0 +riebeha01,1942,1,DET,AL,11,35,1,11,2,0,0,2,0,0,0,6,,0,0,,1 +riggsle01,1942,1,BRO,NL,70,180,20,50,5,0,3,22,0,,13,9,,2,4,,3 +rignejo01,1942,1,CHA,AL,7,19,1,1,0,0,0,0,0,0,1,4,,0,2,,3 +rikarcu01,1942,1,PIT,NL,38,52,6,10,2,1,0,5,0,,7,8,,0,0,,1 +rizzojo01,1942,1,BRO,NL,78,217,31,50,8,0,4,27,2,,24,25,,0,3,,7 +rizzuph01,1942,1,NYA,AL,144,553,79,157,24,7,4,68,22,6,44,40,,6,10,,13 +robersk02,1942,1,BSN,NL,74,172,10,37,7,0,1,12,1,,9,19,,1,7,,2 +robined01,1942,1,CLE,AL,8,8,1,1,0,0,0,2,0,0,1,0,,0,0,,0 +rojekst01,1942,1,BRO,NL,1,0,1,0,0,0,0,0,0,,0,0,,0,0,,0 +rolfere01,1942,1,NYA,AL,69,265,42,58,8,2,8,25,1,1,23,18,,0,3,,1 +rosarbu01,1942,1,NYA,AL,69,209,18,48,10,0,2,34,1,2,17,20,,0,0,,9 +rossbu02,1942,1,CHA,AL,22,38,2,6,3,0,0,3,0,0,1,10,,0,2,,3 +rossch01,1942,1,BSN,NL,76,220,20,43,7,2,5,19,0,,16,37,,0,1,,4 +rossdo01,1942,1,DET,AL,87,226,29,62,10,2,3,30,2,1,36,16,,2,1,,7 +rowesc01,1942,1,DET,AL,2,4,0,0,0,0,0,0,0,0,0,0,,0,1,,0 +rowesc01,1942,2,BRO,NL,14,19,2,4,0,0,0,2,0,,1,4,,0,0,,0 +ruffire01,1942,1,NYA,AL,30,80,8,20,4,0,1,13,0,0,5,13,,1,2,,2 +russeji01,1942,1,PIT,NL,5,14,2,1,0,0,0,0,0,,1,4,,0,0,,0 +russeri01,1942,1,CHN,NL,102,302,32,73,9,0,8,41,0,,17,21,,0,6,,6 +russoma01,1942,1,NYA,AL,9,17,1,4,2,0,0,3,0,0,0,5,,0,1,,0 +ryanco01,1942,1,NY1,NL,11,27,4,5,0,0,0,2,1,,4,3,,0,2,,0 +rybami01,1942,1,BOS,AL,21,17,1,5,0,0,0,1,0,0,0,1,,0,0,,0 +sainjo01,1942,1,BSN,NL,40,27,0,2,0,0,0,1,0,,1,1,,0,2,,1 +salvoma01,1942,1,BSN,NL,25,41,2,5,2,0,0,4,0,,0,15,,1,2,,0 +sandera01,1942,1,SLN,NL,95,282,37,71,17,2,5,39,2,,42,31,,1,3,,7 +sandlmi01,1942,1,BSN,NL,2,1,1,1,0,0,0,0,0,,0,0,,0,0,,0 +sauerha01,1942,1,CIN,NL,7,20,4,5,0,0,2,4,0,,2,2,,0,0,,0 +savagbo01,1942,1,PHA,AL,8,9,0,1,0,0,0,0,0,0,2,4,,0,0,,0 +scarbra01,1942,1,WS1,AL,17,21,1,4,0,0,0,1,0,0,1,1,,0,1,,0 +schefbo01,1942,1,CHN,NL,44,102,7,20,3,0,2,12,2,,7,11,,0,0,,3 +schmijo01,1942,1,CHN,NL,23,26,1,4,0,0,0,0,0,,0,5,,0,2,,0 +schumha02,1942,1,NY1,NL,37,75,10,13,3,0,1,10,0,,3,16,,0,5,,2 +secorfr01,1942,1,CIN,NL,2,5,1,0,0,0,0,1,0,,3,2,,0,0,,0 +selkige01,1942,1,NYA,AL,42,78,15,15,3,0,0,10,0,0,16,8,,0,1,,1 +sepkote01,1942,1,CLE,AL,5,10,0,1,0,0,0,0,0,0,0,3,,0,0,,0 +sewellu01,1942,1,SLA,AL,6,12,1,1,0,0,0,0,0,0,1,5,,0,0,,1 +sewelri01,1942,1,PIT,NL,41,87,9,13,3,0,0,4,2,,3,19,,0,1,,2 +shirlte01,1942,1,PHA,AL,15,9,0,0,0,0,0,0,0,0,0,3,,0,1,,0 +shouncl01,1942,1,SLN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shouncl01,1942,2,CIN,NL,34,13,0,4,0,0,0,0,0,,0,0,,0,0,,0 +shumaha01,1942,1,PIT,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +siebedi01,1942,1,PHA,AL,153,612,57,159,25,7,2,74,4,5,24,17,,3,3,,8 +sistisi01,1942,1,BSN,NL,129,407,50,86,11,4,4,35,5,,45,55,,4,13,,10 +sketcbu01,1942,1,CHA,AL,13,36,1,7,1,0,0,3,0,1,7,4,,0,2,,0 +slaugen01,1942,1,SLN,NL,152,591,100,188,31,17,13,98,9,,88,30,,6,2,,6 +smithal03,1942,1,CLE,AL,30,60,4,15,2,0,0,5,0,0,1,7,,1,2,,1 +smithed04,1942,1,CHA,AL,29,73,2,9,0,1,0,0,1,0,3,15,,0,3,,0 +spahnwa01,1942,1,BSN,NL,4,6,1,1,0,0,0,0,0,,0,2,,0,0,,0 +spencst01,1942,1,WS1,AL,149,629,94,203,27,15,4,79,5,2,62,16,,1,4,,7 +staintu01,1942,1,NYA,AL,15,10,0,2,0,0,0,0,0,0,0,2,,0,0,,0 +starrra01,1942,1,CIN,NL,37,88,2,8,1,0,0,1,0,,5,35,,0,12,,0 +stephve01,1942,1,SLA,AL,145,575,84,169,26,6,14,92,1,3,41,53,,0,3,,15 +stewabu01,1942,1,PIT,NL,82,183,21,40,8,4,0,20,2,,22,16,,0,3,,3 +stranal01,1942,1,SLA,AL,19,37,3,10,2,0,0,5,0,1,3,1,,0,0,,1 +strinlo01,1942,1,CHN,NL,121,406,45,96,10,5,9,41,3,,31,55,,1,10,,8 +strinni01,1942,1,PIT,NL,7,4,0,0,0,0,0,0,0,,0,0,,0,1,,0 +sturgbo01,1942,1,CHN,NL,63,162,8,40,7,1,0,7,2,,4,13,,1,2,,2 +suderpe01,1942,1,PHA,AL,128,476,46,122,20,4,4,54,4,4,24,39,,1,10,,20 +sullibi04,1942,1,BRO,NL,43,101,11,27,2,1,1,14,1,,12,6,,0,2,,1 +sullijo06,1942,1,WS1,AL,94,357,38,84,16,1,0,42,2,0,25,30,,0,7,,5 +sundrst01,1942,1,WS1,AL,6,12,1,2,0,0,0,1,0,0,0,4,,0,0,,0 +sundrst01,1942,2,SLA,AL,20,40,5,9,2,1,1,7,0,0,1,9,,0,3,,2 +sunketo01,1942,1,NY1,NL,19,19,1,2,0,0,0,0,0,,0,7,,0,0,,0 +suscege01,1942,1,CLE,AL,2,1,1,1,0,0,0,0,0,0,1,0,,0,0,,0 +swiftbo01,1942,1,SLA,AL,29,76,3,15,4,0,1,8,0,2,3,5,,0,2,,1 +swiftbo01,1942,2,PHA,AL,60,192,9,44,3,0,0,15,1,2,13,17,,0,1,,4 +taborji01,1942,1,BOS,AL,139,508,56,128,18,2,12,75,6,13,37,47,,0,9,,11 +tebbebi01,1942,1,DET,AL,99,308,24,76,11,0,1,27,4,0,39,17,,2,3,,9 +terryya01,1942,1,BOS,AL,20,27,1,3,2,0,0,0,0,0,0,7,,0,1,,2 +thompju01,1942,1,CIN,NL,29,30,3,8,0,0,0,4,0,,2,4,,0,1,,0 +tiptoer01,1942,1,CIN,NL,63,207,22,46,5,5,4,18,1,,25,14,,1,7,,8 +tobinji01,1942,1,BSN,NL,47,114,14,28,2,0,6,15,0,,16,23,,1,0,,2 +tostlo01,1942,1,BSN,NL,35,51,3,9,2,0,0,1,0,,2,16,,0,2,,0 +treshmi01,1942,1,CHA,AL,72,233,21,54,8,1,0,15,2,0,28,24,,0,5,,6 +triplco01,1942,1,SLN,NL,64,154,18,42,7,4,1,23,1,,17,15,,0,0,,5 +trottbi01,1942,1,SLA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +trottbi01,1942,2,WS1,AL,17,8,0,0,0,0,0,0,0,0,2,3,,0,1,,1 +troutdi01,1942,1,DET,AL,36,75,9,16,3,0,1,7,1,0,4,16,,0,4,,1 +truckvi01,1942,1,DET,AL,28,65,4,8,1,0,0,3,0,0,0,12,,0,1,,3 +tucketh01,1942,1,CHA,AL,7,24,2,3,0,1,0,1,0,0,0,4,,0,0,,0 +turneji01,1942,1,CIN,NL,3,1,0,0,0,0,0,0,0,,0,0,,0,0,,0 +turneji01,1942,2,NYA,AL,5,1,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +turneto01,1942,1,CHA,AL,56,182,18,44,9,1,3,21,0,1,19,15,,0,5,,4 +unseral01,1942,1,DET,AL,4,8,2,3,0,0,0,0,0,0,0,2,,0,1,,1 +valoel01,1942,1,PHA,AL,133,459,64,115,13,10,2,40,13,8,70,21,,4,9,,14 +vandejo01,1942,1,CIN,NL,37,75,7,11,1,0,0,3,0,,6,26,,0,8,,1 +vanroma01,1942,1,PIT,NL,100,328,29,76,13,5,1,46,0,,30,24,,1,3,,10 +vaughar01,1942,1,BRO,NL,128,495,82,137,18,4,2,49,8,,51,17,,3,9,,4 +vernomi01,1942,1,WS1,AL,151,621,76,168,34,6,9,86,25,6,59,63,,3,2,,8 +voisebi01,1942,1,NY1,NL,2,2,0,0,0,0,0,0,0,,1,0,,0,0,,1 +vollmcl01,1942,1,CIN,NL,12,43,2,4,0,0,1,4,0,,1,5,,0,0,,0 +wadeja01,1942,1,CHA,AL,15,29,0,7,0,0,0,1,0,0,1,8,,0,0,,0 +wagnech01,1942,1,BOS,AL,29,65,4,5,0,0,0,2,0,0,2,14,,0,11,,1 +wagneha01,1942,1,PHA,AL,104,288,26,68,17,1,1,30,1,0,24,29,,4,4,,7 +walkedi02,1942,1,BRO,NL,118,393,57,114,28,1,6,54,1,,47,15,,1,10,,2 +walkege02,1942,1,CIN,NL,119,422,40,97,20,2,5,50,11,,31,44,,5,2,,6 +walkeha01,1942,1,SLN,NL,74,191,38,60,12,2,0,16,2,,11,14,,1,6,,1 +wallaja02,1942,1,PHA,AL,36,117,13,30,4,1,2,13,0,1,8,26,,2,0,,1 +wallale01,1942,1,BSN,NL,19,14,0,2,0,0,0,2,0,,1,6,,0,0,,1 +waltebu01,1942,1,CIN,NL,40,99,13,24,6,1,2,13,0,,3,13,,0,2,,2 +wanerll01,1942,1,PHI,NL,101,287,23,75,7,3,0,10,1,,16,6,,0,2,,3 +wanerpa01,1942,1,BSN,NL,114,333,43,86,17,1,1,39,2,,62,20,,1,8,,7 +warnelo01,1942,1,SLN,NL,12,30,2,10,0,0,0,3,0,,3,4,,0,3,,0 +warnelo01,1942,2,CHN,NL,15,32,1,6,0,0,0,1,0,,0,5,,0,2,,2 +warrebe01,1942,1,PHI,NL,90,225,19,47,6,3,7,20,0,,24,36,,1,0,,9 +wasdeji01,1942,1,PIT,NL,122,409,44,106,11,2,3,38,1,,47,22,,1,6,,9 +weathro01,1942,1,CLE,AL,128,473,61,122,23,7,5,39,8,13,35,25,,1,5,,3 +webbele01,1942,1,BRO,NL,19,14,1,1,0,0,0,1,0,,0,4,,1,2,,0 +webbsk01,1942,1,CHA,AL,32,94,5,16,2,1,0,4,1,2,4,13,,0,3,,1 +weilaed01,1942,1,CHA,AL,5,2,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +wellsle01,1942,1,CHA,AL,35,62,8,12,2,0,1,4,1,0,4,5,,0,1,,1 +werbebi01,1942,1,NY1,NL,98,370,51,76,9,2,1,13,9,,51,22,,4,4,,11 +westdi01,1942,1,CIN,NL,33,79,9,14,3,0,1,8,1,,5,13,,0,1,,0 +westma02,1942,1,BSN,NL,134,452,54,115,22,0,16,56,4,,68,59,,2,3,,4 +westsa01,1942,1,CHA,AL,49,151,14,35,5,0,0,25,2,0,31,18,,0,6,,1 +whiteer01,1942,1,SLN,NL,27,41,5,8,0,0,0,3,0,,3,4,,0,5,,0 +whiteha01,1942,1,DET,AL,34,77,7,13,1,0,0,2,0,0,3,25,,0,3,,1 +whitejo02,1942,1,SLA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wietewh01,1942,1,BSN,NL,13,34,4,7,2,0,0,0,0,,4,5,,0,0,,2 +wilkile01,1942,1,PIT,NL,36,38,5,10,0,1,0,4,0,,1,2,,0,0,,0 +willite01,1942,1,BOS,AL,150,522,141,186,34,5,36,137,3,2,145,51,,4,0,,12 +wilsoja01,1942,1,WS1,AL,12,17,2,2,0,0,0,3,0,0,0,2,,0,1,,0 +wilsoja01,1942,2,DET,AL,9,1,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +witekmi01,1942,1,NY1,NL,148,553,72,144,19,6,5,48,2,,36,20,,0,14,,23 +wolffro01,1942,1,PHA,AL,32,68,4,6,1,0,0,4,0,1,7,19,,0,4,,3 +wrighta01,1942,1,CHA,AL,85,300,43,100,13,5,0,47,1,8,48,9,,4,1,,5 +wyattwh01,1942,1,BRO,NL,31,77,5,14,3,0,0,6,0,,3,15,,1,6,,5 +wynnea01,1942,1,WS1,AL,30,69,4,15,2,0,0,7,0,0,3,13,,0,2,,1 +wyrosjo01,1942,1,PIT,NL,9,35,0,4,0,1,0,3,0,,3,2,,0,0,,0 +wyseha01,1942,1,CHN,NL,4,8,1,1,0,0,0,1,0,,1,2,,0,2,,0 +yankoge01,1942,1,PHA,AL,6,13,0,2,1,0,0,2,0,0,0,2,,0,0,,1 +yorkru01,1942,1,DET,AL,153,577,81,150,26,4,21,90,3,3,73,71,,0,3,,16 +youngba01,1942,1,NY1,NL,101,287,37,80,17,1,11,59,1,,34,22,,5,2,,4 +zuberbi01,1942,1,WS1,AL,37,39,5,6,3,1,0,3,0,0,1,7,,0,3,,2 +abernte01,1943,1,PHA,AL,5,4,0,1,0,0,0,0,0,0,0,2,,0,0,,0 +adamsac01,1943,1,NY1,NL,70,32,3,4,0,0,0,1,0,,2,4,,0,2,,0 +adamsbu01,1943,1,SLN,NL,8,11,1,1,1,0,0,1,0,,4,4,,0,3,,0 +adamsbu01,1943,2,PHI,NL,111,418,48,107,14,7,4,38,2,,39,67,,0,9,,8 +adkinde01,1943,1,WS1,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +alderda01,1943,1,CHN,NL,4,3,0,0,0,0,0,0,0,,0,1,,0,0,,0 +alenoch01,1943,1,CIN,NL,7,10,0,3,0,0,0,1,0,,2,1,,0,0,,0 +allenjo02,1943,1,BRO,NL,17,7,2,3,1,0,0,1,0,,2,0,,0,2,,0 +allenjo02,1943,2,NY1,NL,15,14,1,0,0,0,0,0,0,,0,3,,0,1,,0 +andrena01,1943,1,BSN,NL,36,90,4,14,3,0,0,7,0,,9,22,,0,6,,2 +ankenpa01,1943,1,BRO,NL,1,2,1,1,0,0,0,0,0,,0,0,,0,0,,0 +applilu01,1943,1,CHA,AL,155,585,63,192,33,2,3,80,27,8,90,29,,1,1,,13 +arntzor01,1943,1,PHA,AL,32,50,3,8,1,0,0,1,0,0,2,16,,0,2,,1 +bagbyji02,1943,1,CLE,AL,41,112,7,30,1,1,0,11,1,0,1,10,,0,1,,1 +bakerbi01,1943,1,PIT,NL,63,172,12,47,6,3,1,26,3,,22,6,,3,1,,6 +bakerfl01,1943,1,SLA,AL,22,46,5,8,2,0,0,4,0,1,6,4,,0,1,,1 +barbare01,1943,1,WS1,AL,1,1,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +barklre01,1943,1,BRO,NL,20,51,6,16,3,0,0,7,1,,4,7,,0,2,,0 +barnaba01,1943,1,NY1,NL,40,113,11,23,5,1,1,12,3,,16,9,,0,1,,1 +barnaba01,1943,2,BOS,AL,30,112,19,19,4,1,2,10,2,1,15,24,,0,0,,1 +barnere02,1943,1,BRO,NL,9,18,0,1,0,0,0,0,0,,1,5,,0,0,,2 +barredi01,1943,1,CHN,NL,15,9,1,1,0,0,0,0,0,,0,2,,0,1,,0 +barredi01,1943,2,PHI,NL,23,49,5,7,0,0,0,1,0,,7,6,,0,6,,2 +barrejo01,1943,1,PIT,NL,130,290,41,67,12,3,1,32,5,,32,23,,4,3,,3 +barrere01,1943,1,BSN,NL,38,81,2,11,1,0,0,6,0,,0,10,,1,8,,1 +bartedi01,1943,1,NY1,NL,99,337,48,91,14,0,5,28,5,,47,27,,7,5,,8 +bartlbo01,1943,1,BRO,NL,9,21,0,1,0,0,0,1,0,,1,3,,0,1,,0 +beckbo01,1943,1,PHI,NL,4,4,1,2,0,0,0,1,0,,0,1,,0,0,,0 +beckehe02,1943,1,CHN,NL,24,69,5,10,0,0,0,2,0,,9,6,,0,0,,3 +beggsjo01,1943,1,CIN,NL,39,35,4,5,0,0,0,4,0,,2,10,,0,2,,0 +bensove01,1943,1,PHA,AL,2,2,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +berrera01,1943,1,NY1,NL,20,28,1,4,1,0,0,0,0,,1,2,,0,2,,1 +bessehe01,1943,1,PHA,AL,7,8,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +bithohi01,1943,1,CHN,NL,39,92,7,16,3,0,0,8,0,,4,10,,1,5,,2 +blackdo01,1943,1,PHA,AL,33,69,5,13,0,0,0,2,1,0,2,16,,0,2,,1 +bloodji01,1943,1,DET,AL,129,474,41,114,23,4,6,52,4,7,29,59,,3,13,,29 +bonhati01,1943,1,NYA,AL,28,76,5,15,1,0,0,2,0,0,4,15,,0,5,,1 +bordafr01,1943,1,BRO,NL,89,268,47,81,18,2,0,19,6,,30,15,,3,1,,2 +borowha01,1943,1,NYA,AL,29,74,2,15,4,1,0,7,0,0,5,17,,0,8,,3 +boudrlo01,1943,1,CLE,AL,152,539,69,154,32,7,3,67,4,7,90,31,,0,20,,12 +bowlech01,1943,1,PHA,AL,3,8,0,1,0,0,0,1,0,0,0,1,,0,0,,0 +bradfvi01,1943,1,NY1,NL,6,5,1,1,0,0,0,1,0,,1,1,,0,0,,0 +bragabo01,1943,1,BRO,NL,74,220,17,58,7,2,2,24,0,,15,16,,0,7,,7 +brandbi01,1943,1,PIT,NL,29,7,0,1,0,0,0,0,0,,0,0,,0,1,,0 +brazlal01,1943,1,SLN,NL,13,32,4,9,1,1,0,4,0,,0,2,,0,0,,0 +brechha01,1943,1,SLN,NL,29,42,4,8,2,0,0,3,0,,2,8,,1,4,,0 +breuema01,1943,1,NYA,AL,5,3,0,1,0,0,0,0,0,0,1,0,,0,0,,0 +brewsch01,1943,1,CIN,NL,7,8,0,1,0,0,0,0,0,,0,1,,0,1,,0 +brewsch01,1943,2,PHI,NL,49,159,13,35,2,0,0,12,1,,10,19,,2,4,,2 +bridgto01,1943,1,DET,AL,25,64,4,14,3,0,0,3,0,0,5,14,,0,4,,2 +brownji03,1943,1,SLN,NL,34,110,6,20,4,2,0,8,0,,6,1,,0,4,,0 +brownma01,1943,1,BOS,AL,49,17,0,1,0,0,0,1,0,0,1,8,,0,1,,0 +brownno01,1943,1,PHA,AL,1,3,1,0,0,0,0,0,0,0,0,1,,0,0,,0 +brubabi01,1943,1,BSN,NL,13,19,3,8,3,0,0,1,0,,2,2,,0,0,,0 +bruckea01,1943,1,PHA,AL,1,1,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +burgobi01,1943,1,PHA,AL,17,70,12,26,4,2,1,9,0,2,4,1,,2,0,,0 +burnsjo03,1943,1,BSN,NL,52,135,12,28,3,0,1,5,2,,8,25,,2,3,,6 +burrojo01,1943,1,PHA,AL,4,1,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +burrojo01,1943,2,CHN,NL,23,3,0,2,0,0,0,0,0,,2,1,,0,0,,0 +busbypa01,1943,1,PHI,NL,26,40,13,10,1,0,0,5,2,,2,1,,0,6,,2 +busched01,1943,1,PHA,AL,4,17,2,5,0,0,0,0,0,1,1,2,,1,0,,0 +butchma01,1943,1,PIT,NL,33,61,1,10,2,0,0,4,0,,2,5,,0,7,,0 +butkaed01,1943,1,WS1,AL,3,9,0,3,1,0,0,1,0,0,0,3,,0,0,,0 +byerlbu01,1943,1,SLN,NL,2,3,0,0,0,0,0,0,0,,0,0,,0,0,,0 +byrnemi01,1943,1,SLA,AL,129,429,58,120,28,7,4,50,1,4,53,49,,2,8,,9 +byrneto01,1943,1,NYA,AL,13,11,0,1,0,0,0,0,0,0,2,3,,0,1,,1 +calvepa01,1943,1,CLE,AL,5,1,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +camelha01,1943,1,PIT,NL,1,3,1,0,0,0,0,0,0,,1,0,,0,0,,0 +camildo01,1943,1,BRO,NL,95,353,56,87,15,6,6,43,2,,65,48,,1,1,,7 +campaal01,1943,1,BRO,NL,7,20,3,2,0,0,0,0,0,,4,5,,0,0,,0 +candimi01,1943,1,WS1,AL,28,56,2,9,1,0,1,4,0,0,0,14,,0,6,,0 +cardobe01,1943,1,BSN,NL,11,7,0,0,0,0,0,0,0,,0,5,,0,0,,0 +carpele01,1943,1,WS1,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +carraal01,1943,1,WS1,AL,39,43,3,8,0,0,0,3,0,1,5,10,,1,4,,0 +casege01,1943,1,WS1,AL,141,613,102,180,36,5,1,52,61,14,41,27,,3,3,,3 +castege01,1943,1,SLA,AL,35,22,0,3,1,0,0,1,0,0,1,9,,0,0,,1 +castivi01,1943,1,CHA,AL,33,101,14,23,1,0,2,16,0,0,12,11,,0,0,,3 +cavarph01,1943,1,CHN,NL,143,530,93,154,27,9,8,73,3,,75,42,,3,12,,10 +centepe01,1943,1,CLE,AL,24,5,0,0,0,0,0,0,0,0,0,2,,0,0,,1 +chandsp01,1943,1,NYA,AL,30,97,9,25,5,0,2,7,0,0,1,22,,3,3,,4 +chartmi01,1943,1,SLA,AL,108,344,38,88,16,2,10,37,1,3,39,55,,1,3,,8 +chaseke01,1943,1,BOS,AL,7,11,1,1,0,0,0,0,0,0,0,2,,0,0,,0 +chaseke01,1943,2,NY1,NL,23,42,2,9,1,0,0,0,0,,1,7,,0,3,,1 +chipmbo01,1943,1,BRO,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chrisma01,1943,1,SLA,AL,98,336,31,91,11,5,2,35,0,3,19,19,,4,5,,5 +chrisru01,1943,1,PHA,AL,24,45,2,7,1,0,0,2,0,0,2,13,,0,1,,1 +ciolalo01,1943,1,PHA,AL,12,18,1,3,0,0,0,0,0,0,0,2,,0,0,,0 +claryel01,1943,1,WS1,AL,73,254,36,65,19,1,0,19,8,4,44,31,,2,3,,8 +claryel01,1943,2,SLA,AL,23,69,15,19,2,0,0,5,1,2,11,6,,0,1,,0 +clayda01,1943,1,CIN,NL,49,93,19,25,2,4,0,9,1,,8,14,,1,4,,1 +cliftha01,1943,1,SLA,AL,105,379,43,88,11,3,3,25,5,4,54,37,,1,7,,10 +cliftha01,1943,2,WS1,AL,8,30,4,9,0,0,0,4,0,0,5,3,,1,0,,1 +clydeto01,1943,1,PHA,AL,4,2,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +colmafr01,1943,1,PIT,NL,32,59,9,16,2,2,0,4,0,,8,7,,0,1,,0 +congedi01,1943,1,PHI,NL,13,16,0,1,0,0,0,0,0,,2,3,,0,0,,0 +conrobi02,1943,1,BOS,AL,39,89,13,16,5,0,1,6,0,0,18,19,,3,1,,3 +coombbo01,1943,1,NY1,NL,9,2,0,0,0,0,0,0,0,,1,0,,0,0,,0 +coonejo01,1943,1,BRO,NL,37,34,7,7,0,0,0,2,1,,4,3,,0,1,,1 +coopemo01,1943,1,SLN,NL,37,100,7,17,3,0,1,11,0,,2,14,,0,5,,2 +coopewa01,1943,1,SLN,NL,122,449,52,143,30,4,9,81,1,,19,19,,2,6,,13 +coscape01,1943,1,PIT,NL,133,491,57,119,19,6,0,48,4,,46,48,,0,9,,10 +crabtes01,1943,1,CIN,NL,95,254,25,70,12,0,2,26,1,,25,17,,2,4,,12 +cramedo01,1943,1,DET,AL,140,606,79,182,18,4,1,43,4,3,31,13,,1,13,,8 +creedco01,1943,1,BSN,NL,5,4,0,1,0,0,0,1,0,,1,0,,0,0,,0 +criscto01,1943,1,SLA,AL,29,52,4,8,0,0,0,1,0,0,8,7,,0,0,,0 +cronijo01,1943,1,BOS,AL,59,77,8,24,4,0,5,29,0,0,11,4,,0,0,,3 +crosefr01,1943,1,NYA,AL,95,348,36,81,8,1,2,20,4,4,36,47,,7,4,,7 +cuccito01,1943,1,BSN,NL,13,19,0,0,0,0,0,2,0,,3,1,,0,0,,0 +cuccito01,1943,2,CHA,AL,34,103,5,28,5,0,2,11,3,1,13,13,,0,2,,2 +cuccuco01,1943,1,PIT,NL,1,0,1,0,0,0,0,0,0,,2,0,,0,0,,0 +culbele01,1943,1,BOS,AL,80,312,36,85,16,6,3,34,13,0,30,35,,0,4,,5 +culledi01,1943,1,CHA,AL,53,148,9,32,5,1,0,11,4,5,16,11,,1,2,,4 +cullero01,1943,1,CLE,AL,138,488,66,141,24,4,8,56,3,4,96,58,,1,13,,8 +culpbe01,1943,1,PHI,NL,10,24,4,5,1,0,0,2,0,,3,3,,0,1,,1 +curtive01,1943,1,WS1,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +curtrgu01,1943,1,CHA,AL,138,488,67,142,20,7,3,48,13,12,69,60,,3,12,,11 +dagenjo01,1943,1,BSN,NL,2,3,0,0,0,0,0,0,0,,1,2,,0,1,,0 +dahlgba01,1943,1,PHI,NL,136,508,55,146,19,2,5,56,2,,50,39,,2,5,,22 +dalledo01,1943,1,CHN,NL,87,176,13,39,8,3,1,31,1,,40,14,,1,1,,2 +daviscu01,1943,1,BRO,NL,31,55,5,9,0,0,0,3,0,,5,14,,0,4,,2 +deanch01,1943,1,CLE,AL,41,46,2,9,0,0,0,5,0,0,6,2,,0,1,,3 +deanpa01,1943,1,SLA,AL,3,3,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +delsaga01,1943,1,PHI,NL,4,11,0,1,0,0,0,0,0,,1,0,,0,0,,0 +demarfr02,1943,1,SLN,NL,39,86,5,25,2,0,0,9,1,,8,4,,0,3,,6 +denniot01,1943,1,CLE,AL,37,129,8,31,6,0,0,13,3,1,5,1,,0,3,,5 +dephito01,1943,1,CIN,NL,35,20,0,2,1,0,0,2,0,,1,5,,0,1,,0 +derripa01,1943,1,CHN,NL,32,58,4,13,3,0,0,2,0,,0,6,,0,4,,1 +desauge01,1943,1,CLE,AL,68,185,14,38,6,1,0,19,2,0,11,16,,0,3,,3 +dickebi01,1943,1,NYA,AL,85,242,29,85,18,2,4,33,2,1,41,12,,0,1,,5 +dicksmu01,1943,1,SLN,NL,31,34,1,9,2,0,0,6,0,,0,1,,0,3,,0 +diehlge01,1943,1,BSN,NL,1,1,0,0,0,0,0,0,0,,0,1,,0,0,,0 +dietrbi01,1943,1,CHA,AL,26,56,7,8,1,0,1,6,0,0,5,22,,1,6,,0 +dietzdu01,1943,1,PIT,NL,10,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dietzdu01,1943,2,PHI,NL,21,6,1,1,0,0,0,0,0,,1,2,,0,0,,0 +dimagvi01,1943,1,PIT,NL,157,580,64,144,41,2,15,88,11,,70,126,,0,1,,8 +dobsojo01,1943,1,BOS,AL,25,52,3,5,0,0,0,0,0,0,2,21,,2,3,,0 +doerrbo01,1943,1,BOS,AL,155,604,78,163,32,3,16,75,8,8,62,59,,1,9,,11 +doljafr01,1943,1,CLE,AL,3,7,0,0,0,0,0,0,0,0,1,2,,0,0,,0 +donahde01,1943,1,PHI,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +donalat01,1943,1,NYA,AL,22,47,3,6,1,0,0,5,0,0,0,7,,0,4,,1 +donovbi02,1943,1,BSN,NL,7,3,0,1,0,0,0,0,0,,0,2,,0,0,,0 +doyleda01,1943,1,BOS,AL,13,43,2,9,1,0,0,6,0,1,7,9,,0,0,,2 +durocle01,1943,1,BRO,NL,6,18,1,4,0,0,0,1,0,,1,2,,0,0,,1 +earlyja01,1943,1,WS1,AL,126,423,37,109,23,3,5,60,5,3,53,43,,4,4,,6 +easthu01,1943,1,NY1,NL,17,13,2,1,0,0,0,1,0,,1,4,,0,0,,0 +edwarha01,1943,1,CLE,AL,92,297,38,82,18,6,3,28,4,8,30,34,,0,2,,5 +elkope01,1943,1,CHN,NL,9,30,1,4,0,0,0,0,0,,4,5,,0,0,,2 +elliobo01,1943,1,PIT,NL,156,581,82,183,30,12,7,101,4,,56,24,,1,5,,16 +eppsha01,1943,1,SLA,AL,8,35,2,10,4,0,0,1,1,1,3,4,,0,0,,2 +erickpa01,1943,1,CHN,NL,15,15,0,3,0,0,0,3,0,,1,6,,0,0,,0 +estalbo01,1943,1,PHA,AL,117,367,43,95,14,4,11,63,1,3,52,44,,1,4,,16 +etchibu01,1943,1,BSN,NL,10,19,2,6,3,0,0,2,0,,2,2,,0,0,,0 +ettenni01,1943,1,NYA,AL,154,583,78,158,35,5,14,107,3,7,76,31,,0,6,,13 +eyricge01,1943,1,PHI,NL,9,2,0,0,0,0,0,0,0,,0,1,,0,0,,0 +faganev01,1943,1,PHA,AL,18,7,0,0,0,0,0,0,0,0,3,4,,0,0,,1 +falloge01,1943,1,SLN,NL,36,78,6,18,1,0,0,5,0,,2,9,,1,6,,3 +farreke01,1943,1,BSN,NL,85,280,11,75,14,1,0,21,1,,16,15,,0,7,,10 +feldmha01,1943,1,NY1,NL,44,30,5,4,0,0,0,1,0,,3,3,,0,0,,0 +ferreri01,1943,1,SLA,AL,74,209,12,50,7,0,0,20,0,0,34,14,,1,2,,3 +finlebo01,1943,1,PHI,NL,28,81,9,21,2,0,1,7,0,,4,10,,0,0,,3 +fischru01,1943,1,NY1,NL,22,43,6,11,2,1,1,6,0,,2,9,,0,1,,1 +fitzsfr01,1943,1,BRO,NL,9,14,0,1,0,0,0,0,0,,1,4,,0,1,,0 +flemibi01,1943,1,CHN,NL,11,8,0,0,0,0,0,0,0,,0,2,,0,0,,1 +fletcel01,1943,1,PIT,NL,154,544,91,154,24,5,9,70,1,,95,49,,6,2,,12 +flickle01,1943,1,PHA,AL,1,5,2,3,0,0,0,0,0,0,0,0,,0,0,,0 +floreje01,1943,1,PHA,AL,31,80,5,14,1,2,0,5,0,0,3,8,,0,5,,5 +foxpe01,1943,1,BOS,AL,127,489,54,141,24,4,2,44,22,8,34,40,,2,18,,11 +freylo01,1943,1,CIN,NL,144,586,78,154,20,8,2,43,7,,76,56,,0,5,,2 +fuchsch01,1943,1,PHI,NL,17,22,1,2,0,0,0,0,1,,0,5,,0,3,,1 +fuchsch01,1943,2,SLA,AL,13,7,0,0,0,0,0,1,0,0,0,4,,0,0,,0 +galanau01,1943,1,BRO,NL,139,495,83,142,26,3,9,67,6,,103,39,,2,4,,3 +galehde01,1943,1,SLA,AL,31,72,5,9,1,0,0,2,0,0,3,20,,0,8,,0 +garmsde01,1943,1,SLN,NL,90,249,26,64,10,2,0,22,1,,13,8,,2,4,,4 +garrifo01,1943,1,BOS,AL,36,129,13,36,5,1,1,11,0,1,5,14,,0,2,,3 +gearyhu01,1943,1,PIT,NL,46,166,17,25,4,0,1,13,3,,18,6,,0,1,,1 +geejo01,1943,1,PIT,NL,15,26,2,3,0,1,0,4,0,,2,6,,0,2,,0 +gentisa01,1943,1,BSN,NL,8,4,1,1,1,0,0,0,0,,1,0,,0,0,,0 +gentrru01,1943,1,DET,AL,4,10,0,0,0,0,0,0,0,0,1,5,,0,0,,0 +geragbe01,1943,1,BSN,NL,8,1,2,0,0,0,0,0,0,,0,0,,0,0,,0 +gerheal01,1943,1,PHI,NL,38,71,3,8,1,1,0,9,0,,3,19,,1,1,,1 +gilbech01,1943,1,CHN,NL,8,20,1,3,0,0,0,0,1,,3,3,,0,0,,0 +gilleca01,1943,1,BRO,NL,8,17,1,3,0,0,0,2,0,,2,3,,0,0,,0 +giulito01,1943,1,WS1,AL,49,133,5,30,4,1,0,20,0,1,12,14,,0,3,,2 +glossal01,1943,1,BRO,NL,87,217,28,37,9,0,3,21,0,,28,27,,1,4,,1 +goldslo01,1943,1,CIN,NL,5,5,1,1,0,0,0,0,0,,2,1,,0,0,,1 +gomezle01,1943,1,WS1,AL,1,1,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +goodmiv01,1943,1,CHN,NL,80,225,31,72,10,5,3,45,4,,24,20,,2,1,,4 +gordojo01,1943,1,NYA,AL,152,543,82,135,28,5,17,69,4,7,98,75,,2,7,,18 +gordosi01,1943,1,NY1,NL,131,474,50,119,9,11,9,63,2,,43,32,,1,10,,26 +gorniha01,1943,1,PIT,NL,42,40,3,7,2,0,0,2,0,,0,16,,0,2,,1 +gorsijo01,1943,1,DET,AL,36,23,2,4,0,1,0,0,0,0,1,6,,0,2,,0 +grantji02,1943,1,CHA,AL,58,197,23,51,9,2,4,22,4,3,18,34,,0,2,,9 +grantji02,1943,2,CLE,AL,15,22,3,3,2,0,0,1,0,0,4,7,,0,0,,0 +greggha01,1943,1,BRO,NL,5,2,0,0,0,0,0,0,0,,1,1,,1,1,,0 +grimeos01,1943,1,NYA,AL,9,20,4,3,0,0,0,1,0,0,3,7,,0,0,,0 +gromest01,1943,1,CLE,AL,3,2,2,2,0,0,0,1,0,0,0,0,,0,0,,0 +groveor01,1943,1,CHA,AL,32,66,9,12,0,0,0,7,0,0,11,22,,1,7,,0 +gumbeha01,1943,1,SLN,NL,21,45,1,7,0,0,0,1,0,,1,11,,0,6,,1 +gustifr01,1943,1,PIT,NL,112,414,40,120,21,3,0,43,12,,32,36,,0,8,,8 +guttedo01,1943,1,SLA,AL,132,538,77,147,35,6,1,36,10,9,50,46,,0,4,,7 +haasbe01,1943,1,CIN,NL,101,332,39,87,17,6,4,44,6,,22,26,,0,2,,8 +hackst01,1943,1,CHN,NL,144,533,78,154,24,4,3,35,5,,82,27,,0,15,,3 +haefnmi01,1943,1,WS1,AL,36,45,4,6,1,1,0,4,0,0,5,9,,0,7,,2 +halleja01,1943,1,PIT,NL,9,14,1,4,2,0,0,0,0,,2,4,,0,0,,0 +hallir01,1943,1,PHA,AL,151,544,37,139,15,4,0,54,10,7,22,42,,6,10,,11 +hamrira01,1943,1,PHI,NL,44,160,12,32,3,1,0,9,0,,8,28,,0,1,,3 +hanskdo01,1943,1,CHA,AL,9,21,1,5,1,0,0,2,0,1,0,5,,0,0,,0 +hanyzed01,1943,1,CHN,NL,33,41,0,2,0,0,0,1,0,,0,13,,0,2,,2 +hardeme01,1943,1,CLE,AL,19,47,2,10,1,1,0,4,0,0,2,11,,0,4,,0 +harrilu01,1943,1,PHA,AL,32,70,3,12,2,0,0,5,0,0,4,16,,0,4,,3 +harrine01,1943,1,DET,AL,114,354,43,90,14,3,6,32,6,8,47,29,,1,9,,6 +hartbi03,1943,1,BRO,NL,8,19,0,3,0,0,0,1,0,,1,2,,0,0,,1 +haughch01,1943,1,BRO,NL,1,3,0,0,0,0,0,0,0,,0,3,,0,0,,0 +hayesfr01,1943,1,SLA,AL,88,250,16,47,7,0,5,30,1,0,37,36,,1,2,,8 +haynejo01,1943,1,CHA,AL,35,34,5,9,0,0,0,4,0,0,3,9,,0,0,,2 +headed01,1943,1,BRO,NL,47,46,4,7,0,0,0,3,0,,1,7,,0,9,,0 +heathje01,1943,1,CLE,AL,118,424,58,116,22,6,18,79,5,8,63,58,,1,0,,4 +heberwa01,1943,1,PIT,NL,35,59,9,13,1,1,0,5,0,,2,7,,0,5,,2 +heffndo01,1943,1,SLA,AL,18,33,2,4,1,0,0,2,0,0,2,2,,0,2,,1 +heffndo01,1943,2,PHA,AL,52,178,17,37,6,0,0,8,3,2,18,12,,1,1,,4 +heltzhe01,1943,1,BSN,NL,29,86,6,13,3,0,0,5,0,,7,13,,0,0,,1 +hemslro01,1943,1,NYA,AL,62,180,12,43,6,3,2,24,0,1,13,9,,0,6,,4 +henshro01,1943,1,DET,AL,26,18,0,2,0,0,0,0,0,0,0,2,,0,0,,2 +hermabi01,1943,1,BRO,NL,153,585,76,193,41,2,2,100,4,,66,26,,0,12,,19 +hermage01,1943,1,BRO,NL,18,60,6,18,2,1,0,12,1,,11,7,,1,0,,2 +hernach01,1943,1,CHN,NL,43,126,10,34,4,0,0,9,0,,9,9,,1,1,,4 +heussed01,1943,1,CIN,NL,26,27,0,5,0,0,0,2,0,,0,5,,0,1,,1 +hevinjo02,1943,1,CLE,AL,30,14,0,1,0,0,0,0,0,0,3,2,,0,2,,1 +higbeki01,1943,1,BRO,NL,35,65,2,9,0,0,1,1,0,,3,12,,0,4,,1 +higgipi01,1943,1,DET,AL,138,523,62,145,20,1,10,84,2,5,57,31,,1,11,,17 +hockeor01,1943,1,CLE,AL,141,601,70,166,33,4,2,51,13,18,45,45,,4,7,,8 +hodgegi01,1943,1,BRO,NL,1,2,0,0,0,0,0,0,1,,1,2,,0,0,,0 +hodgira01,1943,1,CHA,AL,117,407,52,128,22,8,1,50,3,5,20,24,,6,2,,8 +hollial01,1943,1,SLA,AL,36,50,2,7,3,0,0,1,0,0,2,5,,0,2,,2 +holmbi01,1943,1,CHN,NL,7,15,0,1,0,0,0,0,0,,2,4,,0,0,,0 +holmeto01,1943,1,BSN,NL,152,629,75,170,33,10,5,41,7,,58,20,,2,8,,7 +hoovejo01,1943,1,DET,AL,144,575,78,140,15,8,4,38,6,5,36,101,,1,28,,10 +hoppjo01,1943,1,SLN,NL,91,241,33,54,10,2,2,25,8,,24,22,,1,6,,2 +hubbeca01,1943,1,NY1,NL,12,20,0,4,0,0,0,0,0,,1,2,,0,4,,1 +hughste01,1943,1,BOS,AL,35,86,5,9,0,0,0,3,0,0,7,33,,1,10,,0 +humphjo02,1943,1,CHA,AL,28,69,6,20,6,0,0,5,1,0,3,25,,0,0,,0 +javeral01,1943,1,BSN,NL,41,104,4,17,3,0,0,3,0,,2,34,,0,11,,2 +jeffcge01,1943,1,BSN,NL,8,4,0,2,0,0,0,2,0,,0,1,,0,1,,0 +johnsbi03,1943,1,NYA,AL,155,592,70,166,24,6,5,94,3,5,53,30,,4,6,,27 +johnsbo01,1943,1,WS1,AL,117,438,65,116,22,8,7,63,11,5,64,50,,3,0,,11 +johnsdo02,1943,1,CHN,NL,10,42,5,8,2,0,0,1,0,,2,4,,0,1,,0 +johnssi01,1943,1,PHI,NL,21,33,3,6,0,0,0,2,0,,3,8,,0,3,,1 +joosted01,1943,1,BSN,NL,124,421,34,78,16,3,2,20,5,,68,80,,0,7,,8 +juddos01,1943,1,BOS,AL,27,54,2,14,1,1,0,0,0,0,5,4,,0,3,,0 +jurgebi01,1943,1,NY1,NL,136,481,46,110,8,2,4,29,2,,53,38,,4,6,,11 +kalinfr01,1943,1,CHA,AL,4,4,0,0,0,0,0,0,0,0,0,0,,0,0,,1 +kampoal01,1943,1,BRO,NL,19,44,9,10,4,1,0,4,0,,17,6,,1,2,,2 +kampoal01,1943,2,WS1,AL,51,145,24,30,4,0,2,13,7,1,30,25,,5,0,,2 +karlan01,1943,1,BOS,AL,11,7,1,2,0,0,0,0,0,0,0,1,,0,0,,0 +karlan01,1943,2,PHI,NL,11,8,4,2,0,0,0,0,0,,2,3,,0,0,,0 +kellech01,1943,1,NYA,AL,141,512,97,139,15,11,31,86,7,5,106,60,,0,2,,7 +kellefr01,1943,1,CIN,NL,9,10,1,0,0,0,0,0,0,,2,0,,0,0,,0 +kellge01,1943,1,PHA,AL,1,5,1,1,0,1,0,1,0,0,0,0,,0,0,,0 +keltnke01,1943,1,CLE,AL,110,427,47,111,31,3,4,39,2,2,36,20,,0,6,,13 +kenneve01,1943,1,CLE,AL,38,52,8,12,0,1,0,0,0,0,0,4,,0,8,,2 +kerrbu01,1943,1,NY1,NL,27,98,14,28,3,0,2,12,1,,8,5,,2,2,,2 +kimbane01,1943,1,BRO,NL,5,3,0,0,0,0,0,0,0,,0,0,,0,0,,0 +kimbane01,1943,2,PHI,NL,34,16,0,3,0,0,0,3,0,,5,8,,0,2,,2 +kleinch01,1943,1,PHI,NL,12,20,0,2,0,0,0,3,1,,0,3,,0,0,,0 +kleinlo01,1943,1,SLN,NL,154,627,91,180,28,14,7,62,9,,50,70,,2,15,,4 +kliemed01,1943,1,CLE,AL,1,3,0,0,0,0,0,0,0,0,0,2,,0,0,,0 +klingbo01,1943,1,PIT,NL,33,65,5,16,2,0,0,4,0,,5,2,,0,4,,4 +kluttcl01,1943,1,BSN,NL,66,207,13,51,7,0,0,20,0,,15,9,,0,5,,5 +kollodo01,1943,1,CHA,AL,85,348,29,75,14,4,1,33,11,7,9,30,,0,3,,7 +konopbr01,1943,1,PHA,AL,2,2,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +krameja01,1943,1,SLA,AL,3,2,0,1,1,0,0,2,0,0,0,0,,0,0,,0 +krausja01,1943,1,PHI,NL,35,60,3,4,1,0,0,2,0,,3,23,,0,9,,1 +kreevmi01,1943,1,SLA,AL,60,161,24,41,6,0,0,10,4,1,26,13,,0,6,,2 +kreitmi01,1943,1,CHN,NL,3,8,0,3,0,0,0,2,0,,1,2,,0,0,,0 +kristho01,1943,1,SLN,NL,34,60,7,10,1,0,0,2,0,,1,13,,0,4,,1 +kuczybe01,1943,1,PHA,AL,6,6,0,0,0,0,0,0,0,0,2,2,,0,0,,0 +kuheljo01,1943,1,CHA,AL,153,531,55,113,21,1,5,46,14,8,76,45,,7,3,,8 +kurowwh01,1943,1,SLN,NL,139,522,69,150,24,8,13,70,3,,31,54,,2,10,,11 +laabsch01,1943,1,SLA,AL,151,580,83,145,27,7,17,85,5,7,73,105,,4,8,,13 +lakeed01,1943,1,BOS,AL,75,216,26,43,10,0,3,16,3,6,47,35,,1,5,,4 +lakemal01,1943,1,CIN,NL,22,55,5,14,2,1,0,6,0,,3,11,,0,1,,2 +lamacal01,1943,1,SLA,AL,1,2,0,0,0,0,0,0,0,0,0,0,,0,0,,1 +laniema01,1943,1,SLN,NL,32,73,8,12,0,0,0,5,0,,1,5,,0,11,,1 +lannijo01,1943,1,PIT,NL,12,6,0,1,0,0,0,0,0,,0,0,,0,0,,0 +lapihan01,1943,1,PHI,NL,1,2,0,0,0,0,0,0,0,,0,0,,0,0,,0 +lazorjo01,1943,1,BOS,AL,84,208,21,47,10,2,0,13,6,6,22,25,,0,3,,3 +leebi02,1943,1,CHN,NL,13,26,3,7,0,0,0,1,0,,2,4,,0,2,,0 +leebi02,1943,2,PHI,NL,13,17,0,1,0,0,0,0,0,,0,5,,0,0,,0 +leeth01,1943,1,CHA,AL,19,42,1,3,0,0,0,3,0,0,0,8,,0,1,,0 +lefebbi01,1943,1,WS1,AL,7,14,0,4,3,0,0,1,0,0,1,0,,0,0,,1 +leonadu02,1943,1,WS1,AL,31,67,0,7,0,0,0,3,1,0,2,10,,0,11,,1 +lindejo01,1943,1,NYA,AL,122,441,53,108,17,12,4,51,2,5,51,55,,4,4,,14 +lindqca01,1943,1,BSN,NL,2,4,0,0,0,0,0,0,0,,0,4,,0,0,,0 +litwhda01,1943,1,PHI,NL,36,139,23,36,6,0,5,17,1,,11,14,,0,0,,3 +litwhda01,1943,2,SLN,NL,80,258,40,72,14,3,7,31,1,,19,31,,2,4,,3 +livinmi01,1943,1,PHI,NL,84,265,25,66,9,2,3,18,1,,19,18,,2,1,,5 +livinmi01,1943,2,CHN,NL,36,111,11,29,5,1,4,16,1,,12,8,,0,1,,7 +lohrmbi01,1943,1,NY1,NL,21,27,1,1,0,0,0,2,0,,1,9,,0,2,,1 +lohrmbi01,1943,2,BRO,NL,6,7,1,1,1,0,0,1,0,,1,2,,0,0,,0 +lombaer01,1943,1,NY1,NL,104,295,19,90,7,0,10,51,1,,16,11,,3,1,,18 +lopezal01,1943,1,PIT,NL,118,372,40,98,9,4,1,39,2,,44,25,,0,12,,6 +lowrepe01,1943,1,CHN,NL,130,480,59,140,25,12,1,63,13,,35,24,,0,11,,13 +lowrysa01,1943,1,PHA,AL,5,6,1,1,0,0,0,0,0,0,0,0,,0,0,,0 +lucielo01,1943,1,BOS,AL,16,20,3,4,0,0,0,2,0,0,1,3,,0,0,,0 +lupieto01,1943,1,BOS,AL,154,608,65,155,21,9,4,47,16,9,54,23,,1,9,,3 +macfada01,1943,1,BSN,NL,10,4,0,1,0,0,0,0,0,,0,1,,0,0,,0 +mackife01,1943,1,PHA,AL,9,16,1,1,0,0,0,0,0,0,2,8,,0,0,,0 +mackra01,1943,1,CLE,AL,153,545,56,120,25,2,7,62,8,3,47,61,,2,14,,15 +maconma01,1943,1,BRO,NL,45,55,7,9,0,0,0,6,1,,0,1,,0,0,,1 +mainsji01,1943,1,PHA,AL,1,2,0,0,0,0,0,0,0,0,1,1,,0,0,,0 +mallobo01,1943,1,CIN,NL,6,3,2,2,1,0,0,0,0,,0,1,,0,0,,0 +maltzgo01,1943,1,CHA,AL,37,25,0,3,0,0,0,1,0,0,6,14,,0,2,,1 +mancugu01,1943,1,NY1,NL,94,252,11,50,5,0,2,20,0,,28,16,,2,8,,13 +marioma01,1943,1,SLN,NL,129,418,38,117,15,3,1,52,1,,32,37,,2,11,,4 +mariore01,1943,1,WS1,AL,14,17,2,3,0,0,0,1,0,0,3,1,,0,0,,0 +marshma01,1943,1,CIN,NL,132,508,55,120,11,8,4,39,8,,34,52,,2,11,,6 +martira01,1943,1,BSN,NL,2,1,0,0,0,0,0,0,0,,0,0,,0,0,,0 +martist01,1943,1,CHN,NL,64,118,13,26,4,0,0,5,1,,15,10,,0,2,,2 +masiph01,1943,1,BSN,NL,80,238,27,65,9,1,2,28,7,,27,20,,0,3,,10 +matthda01,1943,1,PHI,NL,12,2,0,0,0,0,0,0,0,,0,1,,0,1,,0 +maynabu01,1943,1,NY1,NL,121,393,43,81,8,2,9,32,3,,24,27,,0,7,,8 +mayoed01,1943,1,PHA,AL,128,471,49,103,10,1,0,28,2,0,34,32,,5,23,,7 +maypi01,1943,1,PHI,NL,137,415,31,117,19,2,1,48,2,,56,21,,1,9,,18 +mcbrito01,1943,1,BOS,AL,26,96,11,23,3,1,0,7,2,0,7,3,,0,2,,6 +mccarjo03,1943,1,BSN,NL,78,313,32,95,24,6,2,33,1,,10,19,,1,3,,11 +mccorfr01,1943,1,CIN,NL,126,472,56,143,28,0,8,56,2,,29,15,,1,4,,8 +mccormi02,1943,1,CIN,NL,4,15,0,2,0,0,0,0,0,,2,0,,0,2,,1 +mcculcl01,1943,1,CHN,NL,87,266,20,63,5,2,2,23,6,,24,33,,1,3,,6 +mcdonji03,1943,1,CLE,AL,2,1,1,0,0,0,0,0,0,0,2,1,,0,0,,0 +mchaljo01,1943,1,DET,AL,4,3,0,0,0,0,0,0,0,0,1,1,,0,0,,0 +mckaiar01,1943,1,SLA,AL,10,1,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +mckeero01,1943,1,PHI,NL,4,5,1,1,0,0,0,1,0,,1,1,,0,0,,0 +mcquige02,1943,1,SLA,AL,125,449,53,109,19,2,12,74,4,3,56,65,,0,11,,8 +meadch01,1943,1,NY1,NL,37,146,9,40,6,1,1,13,3,,10,15,,0,2,,3 +medwijo01,1943,1,BRO,NL,48,173,13,47,10,0,0,25,1,,10,8,,1,0,,4 +medwijo01,1943,2,NY1,NL,78,324,41,91,20,3,5,45,0,,9,14,,0,3,,13 +meltocl01,1943,1,NY1,NL,34,54,3,8,0,1,0,2,0,,8,14,,0,3,,2 +meltoru01,1943,1,BRO,NL,30,38,4,4,0,0,0,3,0,,1,13,,0,5,,0 +mertzji01,1943,1,WS1,AL,33,38,3,7,0,1,0,3,0,0,2,13,,0,3,,1 +merulle01,1943,1,CHN,NL,129,453,37,115,18,3,1,25,7,,26,42,,2,6,,10 +mesnest01,1943,1,CIN,NL,137,504,53,137,26,1,0,52,6,,26,20,,1,17,,14 +methebu01,1943,1,NYA,AL,103,360,51,94,18,2,9,36,2,3,39,34,,0,9,,6 +metkoca01,1943,1,BOS,AL,78,321,34,79,14,4,5,27,1,3,19,38,,3,9,,6 +metroch01,1943,1,DET,AL,44,40,12,8,0,0,0,2,1,1,3,6,,0,1,,1 +michaca01,1943,1,CHA,AL,2,7,0,0,0,0,0,0,0,0,0,0,,0,1,,0 +milesde01,1943,1,BOS,AL,45,121,9,26,2,2,0,10,0,2,3,3,,0,5,,1 +milleed03,1943,1,CIN,NL,154,576,49,129,26,4,2,71,8,,33,43,,4,19,,10 +milleox01,1943,1,WS1,AL,3,1,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +milleox01,1943,2,SLA,AL,2,1,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +milnaal01,1943,1,CLE,AL,19,19,2,4,1,0,0,0,0,0,0,6,,0,0,,0 +milnaal01,1943,2,SLA,AL,3,6,1,2,2,0,0,2,0,0,0,2,,0,1,,0 +moorede01,1943,1,BRO,NL,37,79,8,20,3,0,0,12,1,,11,8,,0,1,,0 +moorede01,1943,2,PHI,NL,37,113,13,27,4,1,1,8,0,,15,8,,0,2,,5 +moorege03,1943,1,WS1,AL,92,254,41,68,14,3,2,39,0,2,19,29,,1,4,,8 +mootyja01,1943,1,CHN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +moseswa01,1943,1,CHA,AL,150,599,82,147,22,12,3,48,56,14,55,47,,1,1,,9 +muellra01,1943,1,CIN,NL,141,427,50,111,19,4,8,52,1,,56,42,,1,12,,9 +muncrbo01,1943,1,SLA,AL,35,66,5,10,1,0,0,2,0,0,3,9,,0,8,,4 +mungere01,1943,1,SLN,NL,32,28,3,6,2,0,0,3,0,,1,5,,0,0,,1 +mungova01,1943,1,NY1,NL,49,44,1,7,1,0,0,2,0,,1,14,,0,2,,0 +murphjo04,1943,1,NYA,AL,37,19,1,1,0,0,0,0,0,0,0,8,,0,1,,0 +murtada01,1943,1,PHI,NL,113,451,65,123,17,4,1,35,4,,57,23,,2,10,,9 +musiast01,1943,1,SLN,NL,157,617,108,220,48,20,13,81,9,,72,18,,2,10,,17 +myattge01,1943,1,WS1,AL,42,53,11,13,3,0,0,3,3,0,13,7,,0,3,,0 +narrosa01,1943,1,SLN,NL,10,11,0,1,0,0,0,0,0,,1,2,,0,0,,0 +nayloea01,1943,1,PHI,NL,33,120,12,21,2,0,3,14,1,,12,16,,1,1,,8 +naymimi01,1943,1,CLE,AL,29,16,1,3,0,0,0,0,0,0,0,4,,0,2,,0 +newhoha01,1943,1,DET,AL,37,65,4,12,2,0,0,5,0,0,3,8,,0,4,,0 +newsobo01,1943,1,BRO,NL,22,44,4,11,0,0,0,6,0,,0,11,,0,3,,1 +newsobo01,1943,2,SLA,AL,10,15,0,5,0,0,0,2,0,0,0,0,,0,1,,0 +newsobo01,1943,3,WS1,AL,6,15,0,2,0,0,0,1,0,0,0,1,,0,0,,1 +newsodi01,1943,1,BOS,AL,27,48,2,7,0,0,0,4,0,0,5,14,,0,2,,2 +newsosk01,1943,1,BOS,AL,114,449,48,119,21,2,1,22,5,6,21,21,,2,8,,10 +nichobi01,1943,1,CHN,NL,154,608,95,188,30,9,29,128,4,,71,86,,5,0,,7 +niemabu01,1943,1,BSN,NL,101,335,39,84,15,8,7,46,4,,39,39,,1,0,,3 +niemeja01,1943,1,CIN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +niggejo01,1943,1,SLA,AL,20,49,1,3,0,0,0,1,0,1,3,11,,0,5,,1 +niggejo01,1943,2,WS1,AL,6,18,2,5,1,0,0,0,0,0,0,2,,0,0,,0 +northro01,1943,1,PHI,NL,147,586,72,163,31,5,16,68,2,,51,52,,3,4,,6 +noviklo01,1943,1,CHN,NL,78,233,22,65,7,3,0,28,0,,18,15,,1,2,,10 +oanapr01,1943,1,DET,AL,20,26,5,10,2,1,1,7,0,0,1,2,,0,0,,2 +obrieto03,1943,1,PIT,NL,89,232,35,72,12,7,2,26,0,,15,24,,0,5,,8 +odeake01,1943,1,SLN,NL,71,203,15,57,11,2,3,25,0,,19,25,,1,4,,2 +odomda01,1943,1,BSN,NL,22,12,0,0,0,0,0,0,0,,0,3,,0,0,,0 +olmolu01,1943,1,BRO,NL,57,238,39,72,6,4,4,37,3,,8,20,,0,1,,10 +oneilem01,1943,1,BOS,AL,11,16,2,3,2,0,0,2,0,0,1,4,,0,0,,0 +ordento01,1943,1,PIT,NL,1,4,0,2,0,0,0,3,0,,0,0,,0,0,,0 +orengjo01,1943,1,NY1,NL,83,266,28,58,8,2,6,29,1,,36,46,,0,6,,8 +orengjo01,1943,2,BRO,NL,7,15,1,3,2,0,0,1,0,,4,2,,0,0,,1 +orreljo01,1943,1,DET,AL,10,4,0,1,0,0,0,0,0,0,0,1,,0,0,,0 +ortizro01,1943,1,WS1,AL,1,4,0,1,0,0,0,0,0,1,0,0,,0,0,,0 +osterfr01,1943,1,SLA,AL,11,7,0,2,0,0,0,1,0,0,0,1,,0,0,,0 +osterfr01,1943,2,BRO,NL,8,11,0,0,0,0,0,0,0,,1,1,,0,1,,0 +ostrojo01,1943,1,CHN,NL,10,29,2,6,0,1,0,3,0,,3,8,,1,0,,2 +ottme01,1943,1,NY1,NL,125,380,65,89,12,2,18,47,7,,95,48,,3,4,,4 +outlaji01,1943,1,DET,AL,20,67,8,18,1,0,1,6,0,0,8,4,,0,1,,1 +overmst01,1943,1,DET,AL,29,42,1,7,0,1,0,2,0,0,5,7,,0,5,,1 +owenmi01,1943,1,BRO,NL,106,365,31,95,11,2,0,54,4,,25,15,,1,4,,9 +paddeto01,1943,1,PHI,NL,17,41,5,12,0,0,0,1,0,,2,6,,1,0,,2 +paddeto01,1943,2,WS1,AL,3,3,1,0,0,0,0,0,0,0,1,1,,0,0,,0 +pafkoan01,1943,1,CHN,NL,13,58,7,22,3,0,0,10,1,,2,5,,0,0,,2 +paristo01,1943,1,PHA,AL,6,17,0,3,0,0,0,1,0,0,2,2,,0,0,,1 +parsodi01,1943,1,DET,AL,40,106,2,15,3,0,0,4,0,0,6,16,,0,5,,5 +partero01,1943,1,BOS,AL,96,299,30,84,14,2,0,31,0,0,39,33,,2,5,,9 +passecl01,1943,1,CHN,NL,35,96,5,19,4,2,0,5,0,,0,30,,0,6,,2 +peacojo01,1943,1,BOS,AL,48,114,7,23,3,1,0,7,1,1,10,9,,0,2,,3 +peckha01,1943,1,BRO,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,,0 +peterru02,1943,1,CLE,AL,79,215,22,47,6,2,1,19,1,1,18,29,,1,7,,5 +petersi01,1943,1,SLA,AL,3,2,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +plattwh01,1943,1,CHN,NL,20,41,2,7,3,0,0,2,0,,1,7,,0,0,,1 +poatra01,1943,1,CLE,AL,17,13,0,2,0,0,0,1,0,0,0,9,,0,0,,0 +podgajo01,1943,1,PHI,NL,13,20,2,5,0,0,0,2,0,,0,3,,1,1,,0 +podgajo01,1943,2,PIT,NL,21,7,2,1,0,0,0,0,0,,0,1,,0,0,,0 +polanhu01,1943,1,NY1,NL,4,12,1,1,0,1,0,2,0,,1,0,,0,0,,0 +polanhu01,1943,2,BSN,NL,44,141,5,27,7,0,0,13,0,,4,11,,0,1,,3 +polleho01,1943,1,SLN,NL,16,43,3,7,1,0,0,1,0,,1,9,,0,1,,0 +pottene01,1943,1,SLA,AL,33,55,0,8,1,0,0,4,0,0,4,2,,0,4,,2 +powelja03,1943,1,WS1,AL,37,132,14,35,10,2,0,20,3,5,5,13,,1,3,,2 +priddje01,1943,1,WS1,AL,149,560,68,152,31,3,4,62,5,5,67,76,,1,7,,17 +primra01,1943,1,CHN,NL,29,12,2,2,0,0,0,1,0,,1,2,,0,2,,0 +pyleew01,1943,1,WS1,AL,18,20,2,2,0,0,0,0,0,0,1,3,,0,1,,0 +radclri01,1943,1,DET,AL,70,115,3,30,4,0,0,10,1,1,13,3,,1,4,,3 +raffeke01,1943,1,PHI,NL,1,3,0,0,0,0,0,0,0,,0,2,,0,0,,0 +rescixa01,1943,1,PIT,NL,37,35,1,5,0,1,0,1,0,,5,11,,0,0,,0 +reyesna01,1943,1,NY1,NL,40,125,13,32,4,2,0,13,2,,4,12,,2,4,,1 +reynoal01,1943,1,CLE,AL,39,67,6,10,0,0,0,3,0,0,5,14,,0,5,,2 +richapa01,1943,1,DET,AL,100,313,32,69,7,1,5,33,1,0,38,35,,1,3,,7 +riddlel01,1943,1,CIN,NL,36,93,6,18,3,0,0,7,0,,5,11,,0,6,,2 +ripplji01,1943,1,PHA,AL,32,126,8,30,3,1,0,15,0,0,7,7,,1,4,,1 +roberre01,1943,1,WS1,AL,9,23,1,6,1,0,1,3,0,0,4,2,,0,0,,0 +robersh01,1943,1,WS1,AL,59,120,22,26,4,1,3,14,0,2,17,19,,1,0,,1 +robinaa01,1943,1,NYA,AL,1,1,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +roccomi01,1943,1,CLE,AL,108,405,43,97,14,4,5,46,1,2,51,40,,2,11,,7 +rosarbu01,1943,1,CLE,AL,115,382,53,108,17,1,1,41,0,4,33,12,,0,4,,10 +rossbu02,1943,1,CHA,AL,21,46,1,4,1,0,1,4,0,0,5,15,,0,4,,1 +rossch01,1943,1,BSN,NL,94,285,27,62,12,2,7,32,1,,26,67,,1,1,,7 +rossdo01,1943,1,DET,AL,89,247,19,66,13,0,0,18,2,0,20,3,,1,2,,6 +rowesc01,1943,1,PHI,NL,82,120,14,36,7,0,4,18,0,,15,21,,1,1,,5 +rubelal01,1943,1,PIT,NL,47,168,23,44,8,4,0,9,0,,8,17,,0,4,,5 +ruckejo01,1943,1,NY1,NL,132,505,56,138,19,4,2,46,4,,22,44,,0,10,,3 +rullojo01,1943,1,PHA,AL,16,55,2,16,3,0,0,6,0,0,8,7,,0,1,,1 +russeji01,1943,1,PIT,NL,146,533,79,138,19,11,4,44,12,,77,67,,1,3,,13 +russoma01,1943,1,NYA,AL,24,31,4,6,1,0,0,2,0,0,4,7,,0,2,,0 +ryanco01,1943,1,BSN,NL,132,457,52,97,10,2,1,24,7,,58,56,,0,16,,7 +rybami01,1943,1,BOS,AL,40,43,1,8,0,0,0,1,0,0,4,7,,0,4,,0 +salveja01,1943,1,CLE,AL,23,26,2,6,1,0,1,2,0,0,1,1,,0,2,,0 +salvoma01,1943,1,BSN,NL,1,2,0,2,0,1,0,2,0,0,0,0,0,0,0,,0 +salvoma01,1943,2,PHI,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +salvoma01,1943,3,BSN,NL,20,28,2,6,0,0,0,1,0,,2,9,,0,2,,1 +sandera01,1943,1,SLN,NL,144,478,69,134,21,5,11,73,1,,77,33,,1,15,,10 +sanfofr01,1943,1,SLA,AL,3,0,0,0,0,0,0,0,0,0,0,0,,0,1,,0 +sauered01,1943,1,CHN,NL,14,55,3,15,3,0,0,9,1,,3,6,,1,1,,2 +saylebi01,1943,1,NY1,NL,19,13,2,4,1,0,0,0,0,,0,3,,0,0,,0 +saylebi01,1943,2,BRO,NL,6,2,0,1,0,0,0,0,0,,0,1,,0,0,,0 +scarbra01,1943,1,WS1,AL,24,24,1,8,0,0,0,2,0,0,2,4,,0,2,,0 +scheeow01,1943,1,WS1,AL,6,2,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +scheica01,1943,1,PHA,AL,6,5,0,0,0,0,0,0,0,0,0,3,,0,0,,0 +schmuha01,1943,1,SLA,AL,1,0,1,0,0,0,0,0,0,0,0,0,,0,0,,0 +schulho01,1943,1,BRO,NL,45,182,20,49,12,0,1,34,3,,6,24,,2,0,,5 +schuljo05,1943,1,SLA,AL,46,92,6,22,5,0,0,8,0,1,9,8,,0,1,,4 +schusbi01,1943,1,CHN,NL,13,51,3,15,2,1,0,0,0,,3,2,,0,0,,2 +searske01,1943,1,NYA,AL,60,187,22,52,7,0,2,22,1,3,11,18,,3,0,,3 +seerepa01,1943,1,CLE,AL,26,72,8,16,3,0,1,5,0,0,4,19,,0,0,,3 +seminan01,1943,1,PHI,NL,22,72,9,13,2,0,2,5,0,,7,22,,0,3,,3 +sewarfr01,1943,1,NY1,NL,1,4,0,0,0,0,0,0,0,,0,1,,0,0,,0 +sewelri01,1943,1,PIT,NL,41,105,9,30,4,1,0,17,7,,2,21,,0,1,,2 +shouncl01,1943,1,CIN,NL,45,42,3,13,1,0,0,5,0,,3,5,,0,1,,0 +shumaha01,1943,1,PIT,NL,11,2,0,0,0,0,0,0,0,,0,1,,0,0,,0 +siebedi01,1943,1,PHA,AL,146,558,50,140,26,7,1,72,6,7,33,21,,2,1,,19 +signewa01,1943,1,CHN,NL,4,8,0,2,0,0,0,0,0,,1,2,,0,0,,0 +simmoal01,1943,1,BOS,AL,40,133,9,27,5,0,1,12,0,1,8,21,,0,0,,3 +skafffr01,1943,1,PHA,AL,32,64,8,18,2,1,1,8,0,0,6,11,,0,1,,0 +smithal03,1943,1,CLE,AL,30,68,3,14,1,1,0,5,0,0,9,14,,0,4,,1 +smithed04,1943,1,CHA,AL,25,69,4,11,1,0,1,8,0,0,2,9,,0,4,,2 +soltemo01,1943,1,CHA,AL,42,97,6,15,0,0,1,8,0,1,7,5,,0,1,,6 +speerfl01,1943,1,CHA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +spencst01,1943,1,WS1,AL,149,570,72,152,23,10,12,88,8,1,84,39,,5,4,,9 +staintu01,1943,1,NYA,AL,71,231,31,60,11,2,0,10,3,3,7,16,,1,4,,3 +stallge02,1943,1,PHA,AL,21,85,14,23,1,3,3,12,1,0,5,6,,2,1,,1 +stanked01,1943,1,CHN,NL,142,510,92,125,15,1,0,47,4,,92,42,,2,12,,13 +starrra01,1943,1,CIN,NL,36,74,3,9,1,0,0,6,0,,1,25,,0,6,,0 +stephjo01,1943,1,NY1,NL,9,24,4,6,1,0,0,1,0,,0,5,,0,0,,0 +stephve01,1943,1,SLA,AL,137,512,75,148,27,3,22,91,3,2,54,73,,0,5,,11 +stewagl01,1943,1,PHI,NL,110,336,23,71,10,1,2,24,1,,32,41,,2,11,,8 +stirnsn01,1943,1,NYA,AL,83,274,34,60,8,4,1,25,11,9,47,37,,0,4,,9 +stonero01,1943,1,CIN,NL,13,4,0,1,0,0,0,0,0,,0,0,,0,0,,0 +stoutal01,1943,1,BSN,NL,9,2,0,0,0,0,0,0,0,,0,1,,0,0,,1 +suderpe01,1943,1,PHA,AL,131,475,30,105,14,5,3,41,1,1,14,40,,0,7,,14 +sullijo06,1943,1,WS1,AL,134,456,49,95,12,2,1,55,6,2,57,59,,1,11,,7 +sundrst01,1943,1,SLA,AL,32,73,9,16,4,0,0,2,0,0,2,17,,0,4,,0 +sunketo01,1943,1,NY1,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +suscege01,1943,1,CLE,AL,3,1,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +swiftbi01,1943,1,CHA,AL,18,10,0,1,0,0,0,0,0,0,3,3,,0,0,,0 +swiftbo01,1943,1,PHA,AL,77,224,16,43,5,1,1,11,0,0,35,16,,0,3,,10 +taborji01,1943,1,BOS,AL,137,537,57,130,26,3,13,85,7,7,43,54,,1,5,,12 +talcoro01,1943,1,BSN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +terryya01,1943,1,BOS,AL,30,45,1,3,0,0,0,1,0,0,5,21,,0,3,,0 +tiptoer01,1943,1,CIN,NL,140,493,82,142,26,7,9,49,1,,85,36,,2,5,,9 +tobinji01,1943,1,BSN,NL,46,107,8,30,4,0,2,12,0,,6,16,,0,0,,3 +toddal01,1943,1,CHN,NL,21,45,1,6,0,0,0,1,0,,1,5,,0,0,,1 +tostlo01,1943,1,BSN,NL,3,1,0,0,0,0,0,0,0,,0,0,,0,0,,0 +treshmi01,1943,1,CHA,AL,86,279,20,60,3,0,0,20,2,1,37,20,,0,5,,7 +trinkke01,1943,1,NY1,NL,11,12,1,3,0,0,0,0,0,,2,2,,0,0,,0 +triplco01,1943,1,SLN,NL,9,25,1,2,0,0,1,4,0,,1,6,,0,0,,1 +triplco01,1943,2,PHI,NL,105,360,45,98,16,4,14,52,2,,28,28,,0,1,,9 +troutdi01,1943,1,DET,AL,45,91,9,20,5,0,1,6,2,0,2,8,,0,4,,1 +truckvi01,1943,1,DET,AL,33,72,7,13,1,0,0,7,0,0,2,4,,0,0,,3 +tucketh01,1943,1,CHA,AL,139,528,81,124,15,6,3,39,29,17,79,72,,1,8,,5 +turched01,1943,1,CLE,AL,11,13,4,3,0,0,0,1,0,0,3,1,,0,0,,1 +turneji01,1943,1,NYA,AL,18,13,2,1,0,0,0,0,0,0,0,2,,0,0,,0 +turneto01,1943,1,CHA,AL,51,154,16,37,7,1,2,11,1,0,13,21,,0,0,,7 +tyackji01,1943,1,PHA,AL,54,155,11,40,8,1,0,23,1,1,14,9,,0,2,,3 +unseral01,1943,1,DET,AL,38,101,14,25,5,0,0,4,0,1,15,15,,1,1,,3 +valoel01,1943,1,PHA,AL,77,249,31,55,6,2,3,18,2,6,35,13,,1,2,,6 +vandejo01,1943,1,CIN,NL,40,95,9,13,1,0,0,5,1,,9,28,,0,8,,2 +vanroma01,1943,1,PIT,NL,69,236,32,68,17,7,1,35,0,,18,19,,2,5,,7 +vaughar01,1943,1,BRO,NL,149,610,112,186,39,6,5,66,20,,60,13,,3,12,,9 +vernomi01,1943,1,WS1,AL,145,553,89,148,29,8,7,70,24,8,67,55,,10,8,,10 +voisebi01,1943,1,NY1,NL,4,9,0,1,0,0,0,2,0,,0,2,,0,3,,0 +wadeja01,1943,1,CHA,AL,21,27,2,4,1,0,0,3,0,0,3,9,,0,1,,0 +wagneha01,1943,1,PHA,AL,111,289,22,69,17,1,1,26,3,3,36,17,,2,3,,9 +wakefdi01,1943,1,DET,AL,155,633,91,200,38,8,7,79,4,5,62,60,,0,2,,23 +walkedi02,1943,1,BRO,NL,138,540,83,163,32,6,5,71,3,,49,24,,3,4,,10 +walkege02,1943,1,CIN,NL,114,429,48,105,23,2,3,54,6,,12,38,,3,1,,13 +walkeha01,1943,1,SLN,NL,148,564,76,166,28,6,2,53,5,,40,24,,0,36,,5 +waltebu01,1943,1,CIN,NL,37,90,11,24,7,1,1,12,1,,6,15,,0,5,,1 +wanerpa01,1943,1,BRO,NL,82,225,29,70,16,0,1,26,0,,35,9,,1,6,,9 +warnelo01,1943,1,CHN,NL,21,26,2,5,1,0,0,0,1,,5,6,,0,1,,1 +wasdeji01,1943,1,PIT,NL,4,2,0,1,0,0,0,1,0,,2,0,,0,0,,0 +wasdeji01,1943,2,PHI,NL,141,522,54,136,19,6,4,67,6,,46,22,,2,4,,13 +weathro01,1943,1,NYA,AL,77,280,37,74,8,3,7,28,4,7,18,9,,1,8,,2 +webbbi02,1943,1,PHI,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +webbele01,1943,1,BRO,NL,54,25,2,3,0,0,0,0,0,,2,9,,0,1,,0 +webbsk01,1943,1,CHA,AL,58,213,15,50,5,2,0,22,5,4,6,19,,0,4,,4 +welajjo01,1943,1,PHA,AL,93,281,45,68,16,1,0,15,12,5,15,17,,0,3,,5 +wenslbu01,1943,1,NYA,AL,29,79,6,14,2,0,0,4,0,0,4,25,,0,3,,2 +westdi01,1943,1,CIN,NL,3,0,1,0,0,0,0,0,0,,0,0,,0,0,,0 +wheatwo01,1943,1,PHA,AL,7,30,2,6,2,0,0,2,0,0,3,2,,1,0,,1 +whiteer01,1943,1,SLN,NL,21,28,5,6,0,0,0,0,0,,1,2,,0,2,,1 +whiteha01,1943,1,DET,AL,32,57,4,8,0,0,0,2,0,0,7,18,,1,2,,0 +whitejo01,1943,1,PHA,AL,139,500,69,124,17,7,1,30,12,4,61,51,,4,12,,7 +wietewh01,1943,1,BSN,NL,153,534,33,115,14,1,0,39,9,,46,40,,3,8,,9 +williwo01,1943,1,CIN,NL,30,69,8,26,2,1,0,11,0,,1,3,,0,2,,2 +witekmi01,1943,1,NY1,NL,153,622,68,195,17,0,6,55,1,,41,23,,0,9,,21 +wittijo01,1943,1,NY1,NL,40,51,3,5,1,0,0,2,0,,1,14,,0,2,,0 +wolffro01,1943,1,PHA,AL,41,74,4,9,0,0,0,3,0,0,4,17,,0,3,,4 +woodjo03,1943,1,DET,AL,60,164,22,53,4,4,1,17,2,2,6,13,,0,4,,7 +woodlge01,1943,1,CLE,AL,8,25,5,8,2,1,1,5,0,0,1,5,,0,1,,0 +woodspi01,1943,1,BOS,AL,23,36,2,8,0,0,0,5,0,1,0,4,,0,0,,2 +workmch01,1943,1,BSN,NL,153,615,71,153,17,1,10,67,12,,53,72,,3,8,,7 +wyattwh01,1943,1,BRO,NL,27,60,7,17,5,0,0,4,0,,1,2,,0,6,,4 +wynnea01,1943,1,WS1,AL,38,98,6,29,3,1,1,11,0,0,1,11,,0,1,,1 +wyrosjo01,1943,1,PIT,NL,51,79,7,12,3,0,0,1,0,,3,15,,0,1,,1 +wyseha01,1943,1,CHN,NL,40,50,3,4,1,0,0,1,0,,2,16,,0,5,,2 +yorkru01,1943,1,DET,AL,155,571,90,155,22,11,34,118,5,5,84,88,,1,5,,22 +zarilal01,1943,1,SLA,AL,70,228,27,58,7,1,2,17,1,1,17,20,,1,5,,4 +zuberbi01,1943,1,NYA,AL,20,38,1,7,1,2,0,2,0,0,4,14,,0,5,,2 +abernte01,1944,1,PHA,AL,1,1,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +adamsac01,1944,1,NY1,NL,65,29,2,3,0,0,0,0,0,,2,3,,0,4,,2 +adamsbu01,1944,1,PHI,NL,151,584,86,165,35,3,17,64,2,,74,74,,7,17,,11 +aderhmo01,1944,1,BRO,NL,17,59,9,16,2,3,0,10,0,,4,4,,0,0,,0 +alderda01,1944,1,CHN,NL,12,4,0,0,0,0,0,0,0,,0,1,,0,0,,0 +alenoch01,1944,1,CIN,NL,50,127,10,21,3,0,1,15,0,,15,15,,1,4,,3 +allenjo02,1944,1,NY1,NL,24,24,2,2,0,0,0,0,0,,0,9,,0,0,,1 +andrena01,1944,1,BSN,NL,37,88,2,10,1,0,0,4,0,,8,23,,0,3,,0 +andrest01,1944,1,BRO,NL,4,8,1,1,0,0,0,1,0,,1,2,,0,0,,0 +ankenpa01,1944,1,BRO,NL,13,24,1,6,1,0,0,3,0,,0,2,,0,1,,1 +antoljo01,1944,1,PHI,NL,4,6,1,2,0,0,0,0,0,,1,0,,0,0,,0 +antonjo01,1944,1,SLN,NL,8,21,0,4,1,0,0,1,0,,0,4,,0,0,,0 +bagbyji02,1944,1,CLE,AL,14,31,2,7,0,0,1,1,0,0,0,0,,0,0,,0 +bakerfl01,1944,1,SLA,AL,44,97,10,17,3,0,0,5,2,0,11,5,,0,2,,1 +barnhvi01,1944,1,PIT,NL,1,2,0,1,0,0,0,0,0,,1,1,,0,0,,0 +barredi01,1944,1,PHI,NL,37,74,4,16,1,1,0,9,0,,4,2,,1,6,,4 +barrefr01,1944,1,BOS,AL,38,28,0,4,1,0,0,1,0,0,0,9,,0,1,,0 +barrejo01,1944,1,PIT,NL,149,568,99,153,24,19,7,83,28,,86,56,,1,6,,6 +barrere01,1944,1,BSN,NL,42,75,5,13,3,0,0,7,0,,2,16,,0,12,,0 +barthbo01,1944,1,NY1,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +basined01,1944,1,BRO,NL,39,105,13,27,4,1,0,9,1,,6,10,,2,7,,1 +beckbo01,1944,1,DET,AL,28,22,3,7,3,0,0,3,0,0,0,2,,0,1,,1 +beelejo01,1944,1,CIN,NL,3,3,0,0,0,0,0,0,0,,0,2,,0,0,,0 +beggsjo01,1944,1,CIN,NL,1,4,0,0,0,0,0,0,0,,0,1,,0,0,,0 +bergaau01,1944,1,SLN,NL,80,192,35,55,6,3,2,19,0,,35,23,,1,3,,2 +berrera01,1944,1,NY1,NL,16,17,4,8,0,0,1,2,0,,1,0,,1,0,,1 +berryjo03,1944,1,PHA,AL,53,25,1,3,0,0,0,1,0,0,2,8,,0,3,,0 +bevenbi01,1944,1,NYA,AL,8,16,0,1,0,0,0,0,0,0,0,5,,0,1,,1 +binksge01,1944,1,WS1,AL,5,12,0,3,0,0,0,0,0,0,0,1,,0,0,,0 +birasst01,1944,1,CLE,AL,2,2,0,2,0,0,0,2,0,0,0,0,,0,0,,0 +blackdo01,1944,1,PHA,AL,29,59,2,11,1,0,0,4,0,0,2,13,,0,3,,2 +bolaned01,1944,1,WS1,AL,19,59,4,16,4,0,0,14,0,0,0,6,,0,0,,1 +bollija01,1944,1,BRO,NL,56,131,21,46,14,1,1,25,0,,14,4,,1,1,,4 +bonhati01,1944,1,NYA,AL,26,75,5,10,1,0,0,3,1,0,5,12,,0,5,,3 +bonnebi01,1944,1,CLE,AL,2,3,0,0,0,0,0,0,0,0,0,2,,0,0,,0 +bordafr01,1944,1,BRO,NL,130,501,85,141,26,4,6,51,3,,36,22,,1,10,,10 +boromre01,1944,1,DET,AL,7,14,1,1,0,0,0,1,0,0,2,2,,0,1,,1 +borowha01,1944,1,NYA,AL,35,90,5,12,1,2,0,7,0,0,3,17,,0,7,,4 +boudrlo01,1944,1,CLE,AL,150,584,91,191,45,5,3,67,11,3,73,39,,5,19,,10 +bowmajo01,1944,1,BOS,AL,59,100,7,20,5,2,0,16,1,0,5,19,,0,0,,1 +bragabo01,1944,1,BRO,NL,94,266,26,71,8,4,0,17,2,,13,14,,1,8,,10 +brancra01,1944,1,BRO,NL,21,6,0,0,0,0,0,0,0,,0,3,,0,0,,0 +brechha01,1944,1,SLN,NL,31,68,8,11,0,1,0,4,0,,9,12,,0,4,,1 +breweja01,1944,1,NY1,NL,14,19,2,4,1,0,0,1,0,,0,4,,0,0,,0 +brewsch01,1944,1,CHN,NL,10,44,4,11,2,0,0,2,0,,5,7,,0,0,,1 +brondke01,1944,1,NY1,NL,8,4,1,0,0,0,0,0,0,,0,2,,0,0,,0 +brownto02,1944,1,BRO,NL,46,146,17,24,4,0,0,8,0,,8,17,,0,6,,3 +bucheji01,1944,1,BOS,AL,80,277,39,76,9,2,4,31,3,3,19,13,,2,4,,6 +burgobi01,1944,1,PHA,AL,27,88,6,21,2,0,1,3,1,3,7,3,,3,0,,2 +burnsjo03,1944,1,PHA,AL,28,75,5,18,2,0,1,8,0,1,4,8,,0,2,,0 +burrojo01,1944,1,CHN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +busched01,1944,1,PHA,AL,140,484,41,131,11,3,0,40,5,3,29,17,,1,9,,20 +butchma01,1944,1,PIT,NL,36,63,4,12,2,0,0,5,0,,2,8,,0,5,,3 +butkaed01,1944,1,WS1,AL,15,41,1,8,1,0,0,1,0,0,2,11,,0,0,,0 +byerlbu01,1944,1,SLN,NL,9,12,1,2,0,0,0,1,0,,0,3,,0,0,,0 +byrnemi01,1944,1,SLA,AL,128,407,63,120,20,4,4,45,1,7,68,50,,0,12,,8 +cabalpu01,1944,1,PHI,NL,4,4,0,0,0,0,0,0,0,,0,1,,0,0,,0 +calvepa01,1944,1,CLE,AL,35,15,0,4,0,1,0,1,0,0,0,3,,0,1,,0 +camelha01,1944,1,PIT,NL,63,125,14,37,5,1,1,10,0,,18,12,,0,3,,6 +candimi01,1944,1,WS1,AL,28,32,5,10,2,0,0,2,0,0,1,6,,1,6,,0 +capripa01,1944,1,BSN,NL,7,1,1,0,0,0,0,0,0,,0,1,,0,0,,0 +cardobe01,1944,1,BSN,NL,29,17,5,4,0,0,0,1,0,,0,5,,0,4,,0 +carneed01,1944,1,CHA,AL,126,457,51,126,18,8,1,60,5,2,26,35,,5,4,,5 +carraal01,1944,1,WS1,AL,43,36,1,7,1,0,0,2,0,0,4,13,,0,0,,1 +cartear01,1944,1,CIN,NL,37,48,8,12,3,0,2,6,0,,4,9,,0,2,,2 +casege01,1944,1,WS1,AL,119,464,63,116,14,2,2,32,49,18,49,22,,3,5,,8 +castege01,1944,1,SLA,AL,42,20,1,5,1,0,0,2,0,0,0,7,,0,0,,0 +castivi01,1944,1,CHA,AL,29,78,8,18,5,0,0,3,0,1,10,13,,1,1,,1 +cavarph01,1944,1,CHN,NL,152,614,106,197,35,15,5,82,4,,67,42,,3,8,,10 +cecilre01,1944,1,BOS,AL,11,18,0,5,1,0,0,2,0,0,2,1,,0,2,,1 +chandsp01,1944,1,NYA,AL,1,1,0,0,0,0,0,0,0,0,0,0,,0,1,,0 +chapmbe01,1944,1,BRO,NL,20,38,11,14,4,0,0,11,1,,5,4,,0,1,,0 +chartmi01,1944,1,SLA,AL,35,72,8,17,2,1,1,7,0,0,6,9,,1,1,,1 +chipmbo01,1944,1,BRO,NL,11,11,2,2,0,0,0,0,0,,0,3,,0,2,,0 +chipmbo01,1944,2,CHN,NL,26,48,1,5,0,0,0,0,0,,3,11,,0,0,,2 +chrisma01,1944,1,SLA,AL,148,547,56,148,25,1,6,83,5,2,47,37,,3,10,,18 +chrisru01,1944,1,PHA,AL,35,81,4,18,5,1,1,6,0,0,2,18,,0,1,,0 +cieslte01,1944,1,PHI,NL,85,220,18,54,10,0,2,11,1,,21,17,,1,2,,6 +clarkgr01,1944,1,CHA,AL,63,169,14,44,10,1,0,27,0,4,22,6,,2,1,,7 +claryel01,1944,1,SLA,AL,25,49,6,13,1,1,0,4,1,0,12,9,,0,1,,0 +clayda01,1944,1,CIN,NL,110,356,51,89,15,0,0,17,8,,17,18,,3,15,,6 +clemech01,1944,1,BSN,NL,19,17,7,3,1,1,0,2,0,,2,2,,0,0,,0 +cliftha01,1944,1,WS1,AL,12,44,4,7,3,0,0,3,0,0,3,3,,0,0,,1 +colliri03,1944,1,NYA,AL,3,3,0,1,0,0,0,0,0,0,1,0,,0,0,,0 +colmafr01,1944,1,PIT,NL,99,226,30,61,9,5,6,53,0,,25,27,,1,0,,5 +conrobi02,1944,1,BOS,AL,19,47,6,10,2,0,0,4,0,0,11,9,,0,0,,1 +coonejo01,1944,1,BRO,NL,7,4,0,3,0,0,0,1,0,,0,0,,0,1,,0 +coonejo01,1944,2,NYA,AL,10,8,1,1,0,0,0,1,0,0,1,0,,0,0,,0 +coopemo01,1944,1,SLN,NL,34,94,9,19,3,0,0,13,0,,7,12,,0,4,,2 +coopewa01,1944,1,SLN,NL,112,397,56,126,25,5,13,72,4,,20,19,,1,8,,15 +coscape01,1944,1,PIT,NL,139,554,89,146,30,4,4,42,10,,41,57,,1,12,,12 +covinch01,1944,1,PHI,NL,19,6,0,0,0,0,0,0,0,,0,3,,0,0,,0 +crabtes01,1944,1,CIN,NL,58,98,7,28,4,1,0,11,0,,13,3,,0,0,,5 +cramedo01,1944,1,DET,AL,143,578,69,169,20,9,2,42,6,5,37,21,,2,9,,7 +criscto01,1944,1,CIN,NL,64,157,14,36,3,2,0,14,0,,14,12,,1,3,,3 +crockcl01,1944,1,BRO,NL,2,1,0,1,0,0,0,0,0,,0,0,,0,0,,0 +cronijo01,1944,1,BOS,AL,76,191,24,46,7,0,5,28,1,4,34,19,,1,5,,7 +crosefr01,1944,1,NYA,AL,55,197,20,47,4,2,5,30,3,0,11,21,,6,6,,10 +cuccito01,1944,1,CHA,AL,38,130,5,34,3,0,0,17,0,0,8,16,,0,1,,2 +cuccuco01,1944,1,PIT,NL,36,38,4,14,4,0,0,4,0,,2,3,,0,0,,3 +culbele01,1944,1,BOS,AL,75,282,41,67,11,5,2,21,6,4,20,20,,0,1,,5 +culledi01,1944,1,BSN,NL,8,28,2,2,0,0,0,0,0,,4,2,,0,0,,1 +cullero01,1944,1,CLE,AL,154,571,98,162,34,5,16,80,4,4,87,49,,2,6,,11 +culpbe01,1944,1,PHI,NL,4,2,1,0,0,0,0,0,0,,0,0,,0,0,,0 +curtive01,1944,1,WS1,AL,3,2,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +curtrgu01,1944,1,CHA,AL,72,198,22,50,8,2,2,23,4,3,23,21,,0,0,,5 +dahlgba01,1944,1,PIT,NL,158,599,67,173,28,7,12,101,2,,47,56,,6,7,,20 +dalledo01,1944,1,CHN,NL,117,381,53,116,19,4,8,74,1,,61,29,,0,2,,8 +dantofa01,1944,1,BRO,NL,3,7,0,1,0,0,0,0,0,,0,1,,0,0,,1 +daviscu01,1944,1,BRO,NL,31,63,3,10,1,0,0,4,0,,2,19,,0,6,,0 +davissp01,1944,1,PIT,NL,54,93,6,28,7,0,2,14,0,,10,8,,0,0,,2 +delacto01,1944,1,CIN,NL,36,58,3,9,3,0,0,5,0,,3,13,,0,4,,2 +demarfr02,1944,1,SLA,AL,16,51,4,13,2,0,0,6,0,0,6,3,,0,1,,0 +derripa01,1944,1,CHN,NL,42,57,2,9,1,0,0,4,0,,1,9,,0,2,,0 +derryru01,1944,1,NYA,AL,38,114,14,29,3,0,4,14,1,0,20,19,,0,1,,0 +devliji03,1944,1,CLE,AL,1,1,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +dicksjo01,1944,1,CHA,AL,62,162,18,41,8,5,0,15,2,0,13,10,,1,3,,1 +dietrbi01,1944,1,CHA,AL,36,77,8,9,0,0,1,4,0,0,5,33,,0,8,,2 +dimagvi01,1944,1,PIT,NL,109,342,41,82,20,4,9,50,6,,33,83,,0,4,,6 +doerrbo01,1944,1,BOS,AL,125,468,95,152,30,10,15,81,5,2,58,31,,0,10,,3 +donahde01,1944,1,PHI,NL,6,1,0,0,0,0,0,0,0,,0,1,,0,0,,0 +donalat01,1944,1,NYA,AL,30,55,3,10,2,0,0,4,0,0,3,15,,0,1,,1 +donnebl01,1944,1,SLN,NL,27,16,0,1,0,0,0,0,0,,3,2,,0,2,,1 +dreiscl01,1944,1,BOS,AL,7,16,2,3,1,0,0,3,0,0,1,9,,0,2,,0 +drescbi01,1944,1,NYA,AL,4,7,0,1,0,0,0,0,0,0,0,0,,0,0,,1 +drewsfr01,1944,1,BSN,NL,46,141,14,29,9,1,0,10,0,,25,14,,1,2,,3 +dubiemo01,1944,1,NYA,AL,31,83,5,15,2,0,0,7,0,0,0,16,,0,5,,1 +durrere01,1944,1,BRO,NL,11,32,3,5,1,0,1,1,0,,7,10,,0,0,,1 +eastero01,1944,1,CHN,NL,17,33,1,7,2,0,1,2,0,,1,11,,0,0,,2 +eatonze01,1944,1,DET,AL,9,10,1,1,0,0,0,2,0,0,1,1,,0,0,,0 +eisenja01,1944,1,CIN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +elkope01,1944,1,CHN,NL,7,22,2,5,1,0,0,0,0,,0,0,,0,0,,0 +elliobo01,1944,1,PIT,NL,143,538,85,160,28,16,10,108,9,,75,42,,0,4,,8 +embrere01,1944,1,CLE,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +engligi01,1944,1,BRO,NL,27,79,4,12,3,0,1,7,0,,6,7,,0,2,,2 +eppsha01,1944,1,SLA,AL,22,62,15,11,1,1,0,3,0,1,14,14,,1,0,,1 +eppsha01,1944,2,PHA,AL,67,229,27,60,8,8,0,13,2,1,18,18,,0,5,,3 +erickpa01,1944,1,CHN,NL,33,36,2,2,0,1,1,1,0,,3,15,,0,0,,0 +estalbo01,1944,1,PHA,AL,140,506,54,151,17,9,7,60,3,3,59,60,,2,7,,13 +etchibu01,1944,1,BSN,NL,109,308,30,66,16,0,8,33,1,,33,50,,1,6,,6 +ettenni01,1944,1,NYA,AL,154,573,88,168,25,4,22,91,4,2,97,29,,4,6,,14 +evansal01,1944,1,WS1,AL,14,22,5,2,0,0,0,0,0,0,2,6,,0,0,,1 +falloge01,1944,1,SLN,NL,69,141,16,28,6,0,1,9,1,,16,11,,1,5,,5 +fausebu01,1944,1,CIN,NL,13,31,2,3,0,1,0,1,0,,1,2,,0,1,,2 +feldmha01,1944,1,NY1,NL,54,73,15,15,1,0,0,9,0,,3,14,,0,3,,0 +fergubo02,1944,1,CIN,NL,9,3,0,1,0,0,0,0,0,,0,0,,0,0,,0 +ferreri01,1944,1,WS1,AL,99,339,14,94,11,1,0,25,2,1,46,13,,0,2,,10 +fickjo01,1944,1,PHI,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +filipst01,1944,1,NY1,NL,15,41,10,8,2,1,0,7,0,,3,7,,0,1,,2 +finlebo01,1944,1,PHI,NL,94,281,18,70,11,1,1,21,1,,12,25,,5,8,,9 +finnelo01,1944,1,BOS,AL,68,251,37,72,11,2,0,32,1,0,23,7,,0,3,,8 +fischru01,1944,1,NY1,NL,38,40,0,5,0,0,0,5,0,,1,8,,0,2,,0 +flemibi01,1944,1,CHN,NL,40,53,4,9,2,0,0,6,0,,1,4,,0,4,,1 +flickle01,1944,1,PHA,AL,19,35,1,4,0,0,0,2,1,0,1,2,,0,0,,3 +floreje01,1944,1,PHA,AL,27,64,4,11,3,0,0,6,0,0,3,13,,0,6,,1 +flowewe01,1944,1,BRO,NL,9,5,1,3,0,0,0,0,0,,0,0,,0,0,,0 +floydbu01,1944,1,DET,AL,3,9,1,4,1,0,0,0,0,0,1,0,,0,0,,0 +foxho01,1944,1,CIN,NL,2,1,0,0,0,0,0,0,0,,0,0,,0,0,,0 +foxpe01,1944,1,BOS,AL,121,496,70,156,37,6,1,64,10,5,27,34,,3,9,,8 +foxxji01,1944,1,CHN,NL,15,20,0,1,1,0,0,2,0,,2,5,,0,0,,0 +frankja01,1944,1,BRO,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fuchsch01,1944,1,BRO,NL,8,1,0,0,0,0,0,0,0,,1,0,,0,0,,0 +galanau01,1944,1,BRO,NL,151,547,96,174,43,9,12,93,4,,101,23,,2,4,,8 +galehde01,1944,1,SLA,AL,24,48,1,3,0,0,0,1,0,0,3,19,,0,4,,3 +garbabo01,1944,1,PHA,AL,18,23,2,6,2,0,0,2,0,0,1,0,,0,1,,1 +garbami01,1944,1,NYA,AL,89,299,23,78,9,4,1,33,0,1,25,27,,1,2,,12 +gardeda01,1944,1,NY1,NL,47,112,20,28,2,2,6,14,0,,11,13,,1,1,,2 +garmsde01,1944,1,SLN,NL,73,149,17,30,3,0,0,5,0,,13,8,,0,2,,2 +garrifo01,1944,1,BOS,AL,13,49,5,12,3,0,0,2,0,0,6,4,,0,0,,0 +garrifo01,1944,2,PHA,AL,121,449,58,121,13,2,4,37,10,4,22,40,,2,19,,10 +gassach01,1944,1,CHN,NL,2,4,0,1,0,0,0,0,0,,1,1,,0,0,,0 +geejo01,1944,1,PIT,NL,4,2,1,1,0,0,0,0,0,,0,1,,0,0,,0 +geejo01,1944,2,NY1,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gentrru01,1944,1,DET,AL,37,76,1,15,2,0,0,10,0,0,1,11,,0,2,,6 +geragbe01,1944,1,BSN,NL,11,16,3,4,0,0,0,0,0,,1,2,,0,0,,0 +gerheal01,1944,1,PHI,NL,32,65,4,15,5,0,1,5,0,,2,12,,0,1,,0 +gillebo01,1944,1,DET,AL,7,2,0,0,0,0,0,0,0,0,0,2,,0,0,,0 +gillepa01,1944,1,CHN,NL,9,26,2,7,1,0,1,2,0,,3,3,,0,0,,1 +gilmole01,1944,1,PIT,NL,1,2,0,0,0,0,0,0,0,,0,2,,0,0,,0 +gionfal01,1944,1,PIT,NL,4,6,0,1,0,0,0,0,0,,1,1,,0,0,,0 +gladuro01,1944,1,BSN,NL,21,66,5,16,2,1,1,7,0,,3,8,,0,1,,2 +gomezpr01,1944,1,WS1,AL,8,7,2,2,1,0,0,2,0,0,0,4,,0,0,,0 +goodmiv01,1944,1,CHN,NL,62,141,24,37,8,1,1,16,0,,23,15,,3,1,,4 +gorsijo01,1944,1,DET,AL,40,52,7,7,2,1,0,4,0,0,2,6,,0,0,,3 +goulini01,1944,1,PHI,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,,0 +grantji02,1944,1,CLE,AL,61,99,12,27,4,3,1,12,1,0,11,20,,2,1,,0 +greggha01,1944,1,BRO,NL,42,68,5,14,0,0,0,2,0,,1,13,,0,4,,0 +grimeos01,1944,1,NYA,AL,116,387,44,108,17,8,5,46,6,0,59,57,,2,8,,2 +gromest01,1944,1,CLE,AL,44,73,11,19,1,1,0,7,1,0,6,13,,0,5,,1 +groveor01,1944,1,CHA,AL,34,77,4,8,1,1,0,4,0,0,5,25,,0,4,,1 +guerrmi01,1944,1,WS1,AL,75,210,29,59,7,2,1,29,8,2,13,14,,0,3,,4 +gumbeha01,1944,1,SLN,NL,10,21,2,4,0,0,0,2,0,,1,1,,0,0,,0 +gumbeha01,1944,2,CIN,NL,24,52,2,5,3,0,0,1,0,,3,17,,0,5,,3 +gustifr01,1944,1,PIT,NL,127,405,42,93,18,3,2,42,8,,33,41,,0,8,,14 +guttedo01,1944,1,SLA,AL,148,603,89,148,27,11,3,36,20,8,51,63,,0,6,,4 +hackst01,1944,1,CHN,NL,98,383,65,108,16,1,3,32,5,,53,21,,0,4,,7 +haefnmi01,1944,1,WS1,AL,31,70,4,11,1,0,0,6,0,0,6,12,,0,8,,4 +hafeyto01,1944,1,SLA,AL,8,14,1,5,2,0,0,2,0,0,1,4,,0,0,,0 +hallir01,1944,1,PHA,AL,143,559,60,150,20,8,0,45,2,5,31,46,,2,8,,14 +hamlilu01,1944,1,PHA,AL,29,56,5,13,0,0,0,6,0,0,9,12,,0,4,,0 +hamnegr01,1944,1,PHI,NL,21,77,6,19,1,0,0,5,0,,3,7,,0,1,,1 +hamrira01,1944,1,PHI,NL,74,292,22,60,10,1,1,23,1,,23,34,,2,4,,7 +handlle01,1944,1,PIT,NL,40,86,7,19,2,0,0,5,1,,3,5,,0,4,,6 +hansean01,1944,1,NY1,NL,24,12,3,2,0,0,0,0,0,,2,4,,0,0,,0 +hanskdo01,1944,1,CHA,AL,2,1,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +hanyzed01,1944,1,CHN,NL,14,17,2,1,0,0,0,1,0,,3,5,,0,0,,0 +hardeme01,1944,1,CLE,AL,30,74,9,16,3,0,0,6,0,0,0,19,,0,2,,2 +harrilu01,1944,1,PHA,AL,23,59,4,10,1,0,0,3,0,0,4,18,,0,2,,1 +hartbi03,1944,1,BRO,NL,29,90,8,16,4,2,0,4,1,,9,7,,0,5,,1 +hausmcl01,1944,1,BOS,AL,32,38,3,3,0,0,0,0,0,0,3,8,,0,1,,3 +hausmge01,1944,1,NY1,NL,131,466,70,124,20,4,1,30,3,,40,25,,0,27,,9 +hayesfr01,1944,1,PHA,AL,155,581,62,144,18,6,13,78,2,1,57,59,,0,9,,15 +haynejo01,1944,1,CHA,AL,33,50,6,10,3,0,0,2,2,0,3,5,,0,1,,0 +haywora01,1944,1,BRO,NL,7,10,0,0,0,0,0,0,0,,2,1,,0,0,,1 +haywore01,1944,1,SLA,AL,90,270,20,60,11,1,1,25,0,0,10,13,,1,1,,7 +headed01,1944,1,BRO,NL,9,19,3,5,0,0,0,1,0,,2,5,,0,4,,0 +heathje01,1944,1,CLE,AL,60,151,20,50,5,2,5,33,0,1,18,12,,0,1,,2 +heffndo01,1944,1,DET,AL,6,19,0,4,1,0,0,1,0,0,5,1,,0,0,,0 +heltzhe01,1944,1,PHI,NL,11,22,1,4,1,0,0,0,0,,2,3,,1,0,,1 +hemslro01,1944,1,NYA,AL,81,284,23,76,12,5,2,26,0,2,9,13,,0,6,,15 +henryea01,1944,1,CLE,AL,4,5,0,0,0,0,0,0,0,0,1,1,,0,0,,0 +henshro01,1944,1,DET,AL,7,5,1,0,0,0,0,0,0,0,0,1,,0,0,,0 +herriar01,1944,1,BRO,NL,12,15,5,3,0,1,0,0,0,,0,1,,0,3,,0 +heussed01,1944,1,CIN,NL,30,69,4,15,3,0,0,3,0,,0,17,,0,1,,0 +hevinjo02,1944,1,CLE,AL,63,22,1,4,0,0,0,1,0,0,0,5,,0,2,,0 +hickeji01,1944,1,BSN,NL,8,1,0,0,0,0,0,0,0,,0,1,,0,0,,0 +higgipi01,1944,1,DET,AL,148,543,79,161,32,4,7,76,4,4,81,34,,4,12,,17 +hoagmy01,1944,1,CHA,AL,17,48,5,11,1,0,0,4,1,3,10,1,,0,1,,1 +hoagmy01,1944,2,CLE,AL,67,277,33,79,9,3,1,27,6,4,25,23,,1,5,,5 +hockeor01,1944,1,CLE,AL,124,457,47,132,29,5,1,50,8,9,35,27,,0,5,,7 +hodgira01,1944,1,CHA,AL,121,465,56,137,25,7,1,51,3,1,21,14,,6,5,,11 +hoffest01,1944,1,BSN,NL,66,180,14,36,8,0,1,26,0,,11,5,,0,1,,7 +hogsech01,1944,1,DET,AL,3,2,0,0,0,0,0,1,0,0,0,0,,0,0,,0 +holbowa01,1944,1,WS1,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hollial01,1944,1,SLA,AL,26,28,1,2,0,0,0,0,0,0,4,8,,0,0,,2 +holmbi01,1944,1,CHN,NL,54,132,10,18,2,0,0,6,1,,16,19,,1,5,,2 +holmeto01,1944,1,BSN,NL,155,631,93,195,42,6,13,73,4,,61,11,,2,11,,7 +hoovejo01,1944,1,DET,AL,120,441,67,104,20,2,0,29,7,10,35,66,,6,12,,4 +hoppjo01,1944,1,SLN,NL,139,527,106,177,35,9,11,72,15,,58,47,,2,4,,6 +hostech01,1944,1,DET,AL,90,265,42,79,9,2,0,20,4,4,21,31,,0,6,,4 +hudliwi01,1944,1,SLA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hughero01,1944,1,CHN,NL,126,478,86,137,16,6,1,28,16,,35,30,,1,17,,7 +hughste01,1944,1,BOS,AL,28,66,6,10,0,0,0,4,0,0,8,15,,0,10,,1 +humphjo02,1944,1,CHA,AL,30,53,5,10,2,0,0,2,0,1,3,16,,0,3,,3 +hustowa01,1944,1,BSN,NL,33,55,7,11,1,0,0,1,0,,8,5,,1,0,,3 +hutchir01,1944,1,BSN,NL,40,29,2,4,0,0,0,1,0,,1,8,,0,2,,0 +hutchjo02,1944,1,BSN,NL,14,15,0,1,0,0,0,1,0,,2,0,,0,0,,1 +jakucsi01,1944,1,SLA,AL,36,73,9,11,1,1,1,8,0,0,1,14,,0,2,,2 +jarviro01,1944,1,BRO,NL,1,1,0,0,0,0,0,0,0,,0,1,,0,0,,0 +javeral01,1944,1,BSN,NL,40,79,4,12,1,1,0,2,0,,0,21,,0,4,,2 +johnsbo01,1944,1,BOS,AL,144,525,106,170,40,8,17,106,2,7,95,67,,4,2,,14 +johnsdo02,1944,1,CHN,NL,154,608,50,169,37,1,2,71,8,,28,48,,1,7,,11 +johnsjo03,1944,1,NYA,AL,22,6,1,3,1,0,0,0,0,0,0,1,,0,0,,0 +johnsvi01,1944,1,BOS,AL,7,10,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +jordato01,1944,1,CHA,AL,14,45,2,12,1,1,0,3,0,0,1,0,,0,0,,1 +juddos01,1944,1,BOS,AL,10,11,4,2,0,0,0,1,0,0,3,0,,0,0,,0 +jurgebi01,1944,1,NY1,NL,85,246,28,52,2,1,1,23,4,,23,20,,0,12,,8 +jurisal01,1944,1,SLN,NL,30,45,2,8,1,0,0,1,0,,1,13,,0,1,,0 +justjo01,1944,1,CIN,NL,11,11,0,2,0,0,0,0,0,,0,2,,1,0,,1 +karlan01,1944,1,PHI,NL,42,15,2,3,1,0,0,2,0,,2,3,,0,0,,0 +katzbo01,1944,1,CIN,NL,6,4,0,0,0,0,0,0,0,,0,0,,0,0,,0 +keelybo01,1944,1,SLN,NL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,,0 +kellge01,1944,1,PHA,AL,139,514,51,138,15,3,0,44,5,2,22,23,,1,19,,28 +keltnke01,1944,1,CLE,AL,149,573,74,169,41,9,13,91,4,3,53,29,,0,6,,23 +kenneve01,1944,1,CLE,AL,15,23,1,2,0,0,0,0,0,0,0,2,,0,0,,1 +kenneve01,1944,2,PHI,NL,14,21,3,6,0,0,0,1,0,,0,3,,0,2,,0 +kerrbu01,1944,1,NY1,NL,150,548,68,146,31,4,9,63,14,,37,32,,3,10,,14 +kingcl01,1944,1,BRO,NL,14,10,2,2,0,0,0,0,0,,0,0,,0,1,,0 +kleinch01,1944,1,PHI,NL,4,7,1,1,0,0,0,0,0,,0,2,,0,0,,0 +kleinha01,1944,1,CLE,AL,14,14,0,2,0,0,0,0,0,0,0,1,,0,1,,0 +kliemed01,1944,1,CLE,AL,47,57,1,6,0,0,0,3,0,0,4,18,,0,2,,2 +kloppst01,1944,1,BSN,NL,24,7,1,2,0,0,0,0,0,,0,0,,0,0,,0 +kluttcl01,1944,1,BSN,NL,81,229,20,64,12,2,2,19,0,,13,14,,0,5,,3 +kochba01,1944,1,BRO,NL,33,96,11,21,2,0,0,1,0,,3,9,,0,2,,1 +konstji01,1944,1,CIN,NL,20,34,2,10,0,0,0,2,0,,1,5,,0,3,,1 +kosmami01,1944,1,CIN,NL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,,0 +krameja01,1944,1,SLA,AL,33,85,6,14,2,0,2,6,0,0,8,21,,1,1,,2 +kreevmi01,1944,1,SLA,AL,105,402,55,121,15,6,5,44,3,3,27,24,,2,10,,12 +kreitmi01,1944,1,CHN,NL,39,85,3,13,2,0,0,1,0,,8,16,,1,3,,1 +kuheljo01,1944,1,WS1,AL,139,518,90,144,26,7,4,51,11,6,68,40,,2,9,,12 +kurowwh01,1944,1,SLN,NL,149,555,95,150,25,7,20,87,2,,58,40,,2,10,,12 +laabsch01,1944,1,SLA,AL,66,201,28,47,10,2,5,23,3,1,29,33,,0,5,,3 +lakeed01,1944,1,BOS,AL,57,126,21,26,5,0,0,8,5,2,23,22,,0,4,,1 +lakemal01,1944,1,CIN,NL,1,1,0,0,0,0,0,0,0,,0,1,,0,0,,0 +laniema01,1944,1,SLN,NL,33,77,11,14,1,0,0,2,0,,4,2,,0,6,,1 +laynehi01,1944,1,WS1,AL,33,87,6,17,2,0,0,8,2,0,6,10,,2,1,,2 +lazorjo01,1944,1,BOS,AL,16,24,0,2,1,0,0,0,0,0,1,0,,0,0,,0 +leebi02,1944,1,PHI,NL,31,72,5,14,0,0,0,4,0,,4,12,,0,3,,2 +leeth01,1944,1,CHA,AL,15,42,2,4,0,0,0,2,0,0,0,8,,0,1,,3 +lefebbi01,1944,1,WS1,AL,60,62,4,16,2,2,0,8,0,0,12,9,,0,0,,1 +leonadu02,1944,1,WS1,AL,32,79,6,18,1,0,0,1,0,0,4,10,,0,5,,2 +letchch01,1944,1,PHI,NL,116,396,29,94,8,0,0,33,0,,32,27,,2,6,,12 +levyed01,1944,1,NYA,AL,40,153,12,37,11,2,4,29,1,1,6,19,,0,4,,2 +lindejo01,1944,1,NYA,AL,149,594,91,178,33,16,18,103,5,4,44,56,,3,5,,16 +lindqca01,1944,1,BSN,NL,5,1,0,0,0,0,0,0,0,,0,0,,0,0,,0 +litwhda01,1944,1,SLN,NL,140,492,53,130,25,5,15,82,2,,37,56,,10,12,,11 +lohrmbi01,1944,1,BRO,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lohrmbi01,1944,2,CIN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lombaer01,1944,1,NY1,NL,117,373,37,95,13,0,10,58,0,,33,25,,1,1,,23 +lopated01,1944,1,CHA,AL,30,81,8,25,1,1,0,6,0,0,5,5,,0,1,,1 +lopezal01,1944,1,PIT,NL,115,331,27,76,12,1,1,34,4,,34,24,,1,5,,7 +lubyha01,1944,1,NY1,NL,111,323,30,82,10,2,2,35,2,,52,15,,4,7,,9 +lucielo01,1944,1,BOS,AL,3,1,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +lucielo01,1944,2,PHI,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lupieto01,1944,1,PHI,NL,153,597,82,169,23,9,5,52,18,,56,29,,2,12,,4 +lynnre01,1944,1,CHN,NL,22,29,4,6,1,0,0,2,0,,1,4,,0,0,,1 +lyonru01,1944,1,CLE,AL,7,11,1,2,0,0,0,0,0,0,1,1,,0,0,,1 +lyonsal01,1944,1,NYA,AL,19,26,1,9,2,0,0,3,0,0,0,5,,0,0,,0 +mackra01,1944,1,CLE,AL,83,284,24,66,15,3,0,29,4,1,28,45,,0,7,,7 +maconma01,1944,1,BSN,NL,106,366,38,100,15,3,3,36,7,,12,23,,0,2,,5 +macphha01,1944,1,BSN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mallobo01,1944,1,CIN,NL,9,7,0,0,0,0,0,0,0,,0,4,,0,0,,0 +maltzgo01,1944,1,CHA,AL,46,22,2,3,0,0,0,3,0,0,2,10,,0,2,,1 +mancufr01,1944,1,SLA,AL,88,244,19,50,11,0,1,24,1,0,20,32,,2,3,,11 +mancugu01,1944,1,NY1,NL,78,195,15,49,4,1,1,25,0,,30,20,,0,6,,4 +mannga01,1944,1,CHN,NL,1,0,1,0,0,0,0,0,0,,0,0,,0,0,,0 +marioma01,1944,1,SLN,NL,144,506,50,135,26,2,6,63,1,,43,50,,0,16,,9 +marshma01,1944,1,CIN,NL,66,229,36,56,13,2,4,23,3,,21,10,,0,2,,2 +martiba01,1944,1,SLA,AL,2,4,0,3,1,0,0,1,0,0,0,0,,0,0,,0 +martihe01,1944,1,NYA,AL,85,328,49,99,12,4,9,47,5,2,34,26,,2,4,,4 +martipe01,1944,1,SLN,NL,40,86,15,24,4,0,2,4,2,,15,11,,0,1,,3 +masiph01,1944,1,BSN,NL,89,251,33,69,13,5,3,23,4,,31,20,,0,4,,4 +matthda01,1944,1,PHI,NL,17,3,0,1,0,0,0,0,0,,0,0,,0,0,,0 +mauchge01,1944,1,BRO,NL,5,15,2,2,1,0,0,2,0,,2,3,,0,0,,0 +mayoed01,1944,1,DET,AL,154,607,76,151,18,3,5,63,9,13,57,23,,4,28,,12 +mcbrito01,1944,1,BOS,AL,71,216,29,53,7,3,0,24,4,0,8,13,,1,5,,7 +mccorfr01,1944,1,CIN,NL,153,581,85,177,37,3,20,102,7,,57,17,,4,3,,19 +mcdonji03,1944,1,CLE,AL,20,43,5,10,0,0,0,4,0,0,4,3,,0,0,,2 +mcghebi01,1944,1,PHA,AL,77,287,27,83,12,0,1,19,2,1,21,20,,0,0,,10 +mcgiljo01,1944,1,PHA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mchaljo01,1944,1,DET,AL,1,1,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +mckeero01,1944,1,PHI,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mclisca01,1944,1,BRO,NL,31,32,6,7,1,0,0,1,0,,0,12,,0,1,,1 +mcquige02,1944,1,SLA,AL,146,516,83,129,26,3,11,72,4,3,85,74,,1,21,,1 +meadch01,1944,1,NY1,NL,39,78,5,14,1,0,1,8,0,,5,7,,0,3,,2 +medwijo01,1944,1,NY1,NL,128,490,64,165,24,3,7,85,2,,38,24,,1,6,,12 +meltocl01,1944,1,NY1,NL,13,25,0,3,0,0,0,1,0,,0,7,,0,1,,0 +meltoru01,1944,1,BRO,NL,37,57,2,7,3,0,0,3,0,,0,21,,0,9,,0 +merulle01,1944,1,CHN,NL,66,193,20,41,8,1,1,16,3,,16,18,,1,7,,2 +mesnest01,1944,1,CIN,NL,121,414,31,100,17,4,1,47,1,,34,20,,1,5,,10 +methebu01,1944,1,NYA,AL,137,518,72,124,16,1,14,67,5,5,56,57,,2,14,,13 +metkoca01,1944,1,BOS,AL,134,549,94,152,28,8,9,59,13,4,31,57,,3,4,,7 +metroch01,1944,1,DET,AL,38,78,8,15,0,1,0,5,1,0,3,10,,0,1,,2 +metroch01,1944,2,PHA,AL,24,40,4,4,0,0,0,1,0,0,7,6,,0,0,,2 +metziwi01,1944,1,CHA,AL,5,16,1,2,0,0,0,1,0,0,1,4,,0,0,,1 +michaca01,1944,1,CHA,AL,27,68,4,12,4,1,0,5,0,0,2,5,,0,0,,1 +mikloha01,1944,1,CHN,NL,2,2,0,0,0,0,0,0,0,,0,1,,0,0,,0 +miksied01,1944,1,BRO,NL,26,91,12,20,2,0,0,11,4,,6,11,,0,1,,1 +milleed03,1944,1,CIN,NL,155,536,48,112,21,5,4,55,9,,41,41,,3,14,,10 +milleha02,1944,1,DET,AL,5,5,1,1,0,0,1,3,0,0,1,1,,0,0,,0 +millewh01,1944,1,NY1,NL,5,1,0,0,0,0,0,0,0,,0,1,,0,0,,0 +millsbi01,1944,1,PHA,AL,5,4,0,1,0,0,0,0,0,0,1,1,,0,0,,1 +milosmi01,1944,1,NYA,AL,94,312,27,77,11,4,0,32,1,2,30,37,,0,3,,12 +montere01,1944,1,WS1,AL,10,38,2,11,2,0,0,4,0,0,0,1,,0,0,,0 +moorege03,1944,1,SLA,AL,110,390,56,93,13,6,6,58,0,5,24,37,,1,3,,7 +mootyja01,1944,1,DET,AL,15,7,0,1,0,0,0,0,0,0,0,0,,0,0,,1 +moseswa01,1944,1,CHA,AL,136,535,82,150,26,9,3,34,21,7,52,22,,1,0,,1 +muellra01,1944,1,CIN,NL,155,555,54,159,24,4,10,73,4,,53,47,,4,6,,12 +mullemo01,1944,1,PHI,NL,118,464,51,124,9,4,0,31,4,,28,32,,4,6,,3 +muncrbo01,1944,1,SLA,AL,33,78,4,18,2,0,0,10,1,0,3,16,,0,5,,1 +mungere01,1944,1,SLN,NL,21,44,2,5,1,0,0,0,0,,0,4,,0,0,,0 +musiast01,1944,1,SLN,NL,146,568,112,197,51,14,12,94,7,,90,28,,5,4,,7 +mussiba01,1944,1,PHI,NL,16,1,1,0,0,0,0,0,0,,0,0,,0,0,,0 +myattge01,1944,1,WS1,AL,140,538,86,153,19,6,0,40,26,10,54,44,,7,21,,10 +naymimi01,1944,1,CLE,AL,7,1,0,0,0,0,0,0,0,0,0,1,,0,0,,1 +naymimi01,1944,2,SLN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +newhoha01,1944,1,DET,AL,47,120,10,29,4,0,0,5,1,0,6,12,,0,6,,5 +newsobo01,1944,1,PHA,AL,37,88,4,10,2,0,0,2,0,0,0,20,,0,9,,3 +newsosk01,1944,1,BOS,AL,136,472,41,114,26,3,0,41,4,3,33,21,,0,19,,11 +nichobi01,1944,1,CHN,NL,156,582,116,167,35,8,33,122,3,,93,71,,6,5,,3 +nichoro01,1944,1,NY1,NL,11,9,3,2,1,0,0,0,0,,2,2,,0,0,,0 +niemabu01,1944,1,BSN,NL,134,468,65,124,16,6,16,65,5,,47,47,,0,2,,4 +niggejo01,1944,1,WS1,AL,24,69,2,9,0,1,0,3,0,0,4,17,,0,4,,3 +northro01,1944,1,PHI,NL,152,570,72,164,35,9,22,104,1,,67,51,,4,4,,7 +noviklo01,1944,1,CHN,NL,71,139,15,39,4,2,3,19,1,,10,11,,0,2,,2 +nuxhajo01,1944,1,CIN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +obrieto03,1944,1,PIT,NL,85,156,27,39,6,2,3,20,1,,21,12,,1,0,,7 +ockeywa01,1944,1,NY1,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +odeake01,1944,1,SLN,NL,85,265,35,66,11,2,6,37,1,,37,29,,1,7,,2 +odeapa01,1944,1,CLE,AL,76,173,25,55,9,0,0,13,2,2,23,21,,1,1,,11 +olmolu01,1944,1,BRO,NL,136,520,65,134,20,5,9,85,10,,17,37,,2,8,,9 +oneilem01,1944,1,BOS,AL,28,55,5,10,1,0,0,3,0,0,3,18,,0,0,,0 +orengjo01,1944,1,DET,AL,46,154,14,31,10,0,0,10,1,1,20,29,,1,2,,4 +orreljo01,1944,1,DET,AL,10,4,1,1,0,0,0,0,0,0,1,1,,0,0,,0 +ortizba01,1944,1,WS1,AL,2,6,0,1,0,0,0,0,0,0,0,1,,0,0,,0 +ortizro01,1944,1,WS1,AL,85,316,36,80,11,4,5,35,4,1,19,47,,8,5,,2 +osgooch01,1944,1,BRO,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +osterfr01,1944,1,BRO,NL,11,13,0,2,0,0,0,0,0,,1,2,,0,1,,0 +osterfr01,1944,2,PIT,NL,29,80,7,20,2,0,0,6,1,,2,6,,0,1,,1 +ostrojo01,1944,1,CHN,NL,8,13,2,2,1,0,0,2,0,,1,4,,0,0,,0 +ottme01,1944,1,NY1,NL,120,399,91,115,16,4,26,82,2,,90,47,,3,2,,3 +outlaji01,1944,1,DET,AL,139,535,69,146,20,6,3,57,7,8,41,40,,2,6,,13 +overmst01,1944,1,DET,AL,32,63,4,11,3,1,0,8,0,1,6,8,,0,5,,2 +owenmi01,1944,1,BRO,NL,130,461,43,126,20,3,1,42,4,,36,17,,0,6,,18 +pafkoan01,1944,1,CHN,NL,128,469,47,126,16,2,6,62,2,,28,23,,4,11,,14 +pagejo01,1944,1,NYA,AL,19,32,3,5,2,1,0,2,0,0,0,9,,0,2,,2 +paristo01,1944,1,PHA,AL,4,4,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +partero01,1944,1,BOS,AL,89,280,18,68,12,0,2,41,0,1,37,29,,1,5,,10 +partest02,1944,1,BOS,AL,1,1,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +passecl01,1944,1,CHN,NL,34,80,6,13,3,0,0,3,0,,4,17,,0,7,,1 +pattoge01,1944,1,BSN,NL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,,0 +peacojo01,1944,1,BOS,AL,4,4,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +peacojo01,1944,2,PHI,NL,83,253,21,57,9,3,0,21,1,,31,15,,0,0,,6 +peckha01,1944,1,PHA,AL,2,8,0,2,0,0,0,1,0,2,0,2,,0,0,,0 +peterke01,1944,1,CIN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +peterru02,1944,1,CLE,AL,88,282,23,63,13,3,1,24,2,1,15,35,,2,11,,6 +phillda02,1944,1,BSN,NL,140,489,35,126,30,1,1,53,1,,28,34,,2,12,,7 +poatra01,1944,1,CLE,AL,36,17,1,0,0,0,0,1,0,0,1,8,,0,2,,1 +polanhu01,1944,1,BSN,NL,8,23,1,3,1,0,0,2,0,,0,1,,0,0,,1 +pollilo01,1944,1,NY1,NL,19,6,0,0,0,0,0,0,0,,0,1,,0,0,,0 +pottene01,1944,1,SLA,AL,32,82,4,13,1,0,0,5,0,0,4,4,,1,5,,2 +powelja03,1944,1,WS1,AL,96,367,29,88,9,1,1,37,7,2,16,26,,0,9,,4 +pruetji01,1944,1,PHA,AL,3,4,1,1,0,0,0,0,0,0,1,0,,1,0,,1 +pyleew01,1944,1,NY1,NL,31,51,1,8,0,0,0,4,0,,6,8,,0,1,,1 +queenme01,1944,1,NYA,AL,10,31,5,6,3,0,0,2,0,0,0,11,,0,3,,1 +raffeke01,1944,1,PHI,NL,38,80,1,11,0,0,0,3,0,,3,38,,0,13,,1 +ramosch01,1944,1,CIN,NL,4,10,1,5,1,0,0,0,0,,0,0,,0,0,,0 +rescixa01,1944,1,PIT,NL,48,22,4,2,0,0,0,0,0,,4,11,,0,1,,0 +reyesna01,1944,1,NY1,NL,116,374,38,108,16,5,8,53,2,,15,24,,5,3,,11 +reynoal01,1944,1,CLE,AL,41,57,2,7,2,0,0,1,0,0,1,9,,0,3,,2 +ricele01,1944,1,CIN,NL,10,4,1,0,0,0,0,0,0,,0,0,,0,0,,0 +richapa01,1944,1,DET,AL,95,300,24,71,13,0,3,37,8,3,35,30,,1,7,,13 +richwo01,1944,1,BSN,NL,7,8,1,1,0,0,0,0,0,,0,0,,0,1,,1 +riddlel01,1944,1,CIN,NL,4,8,1,1,0,0,0,0,0,,1,2,,0,1,,0 +riddljo02,1944,1,CIN,NL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,,0 +rileyle01,1944,1,PHI,NL,4,12,1,1,1,0,0,1,0,,0,0,,0,0,,0 +ripplch01,1944,1,PHI,NL,1,1,0,1,0,0,0,0,0,,0,0,,0,0,,0 +roccomi01,1944,1,CLE,AL,155,653,87,174,29,7,13,70,4,8,56,51,,1,11,,11 +rochelo01,1944,1,BRO,NL,5,17,0,3,0,1,0,2,0,,2,6,,0,0,,0 +rodgebi02,1944,1,PIT,NL,2,4,1,1,0,0,0,0,0,,0,1,,0,0,,0 +roepr01,1944,1,PIT,NL,39,53,4,7,0,0,0,1,0,,3,23,,0,6,,1 +rosarbu01,1944,1,CLE,AL,99,331,29,87,9,3,0,30,1,2,34,17,,4,6,,7 +rosengo01,1944,1,BRO,NL,89,264,38,69,8,3,0,23,0,,26,27,,1,2,,2 +rosenla01,1944,1,NYA,AL,36,101,9,20,3,0,0,9,1,0,19,15,,0,0,,1 +rosenla01,1944,2,PHA,AL,32,54,5,11,2,0,1,6,0,0,5,9,,0,3,,0 +roserst01,1944,1,NYA,AL,16,30,1,3,0,0,0,1,0,0,1,11,,0,2,,0 +rossbu02,1944,1,CHA,AL,20,26,1,2,0,0,0,0,0,0,0,4,,0,2,,0 +rossch01,1944,1,BSN,NL,54,154,20,35,9,2,5,26,1,,12,23,,1,1,,3 +rossdo01,1944,1,DET,AL,66,167,14,35,5,0,2,15,2,1,14,9,,1,3,,5 +rossofr01,1944,1,NY1,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rubelal01,1944,1,PIT,NL,92,184,22,45,7,2,4,30,4,,19,19,,2,2,,3 +ruckejo01,1944,1,NY1,NL,144,587,79,143,14,8,6,39,8,,24,48,,1,10,,2 +rullojo01,1944,1,PHA,AL,35,96,5,16,0,0,0,5,1,0,6,19,,1,2,,4 +russeji01,1944,1,PIT,NL,152,580,109,181,34,14,8,66,6,,79,63,,5,0,,8 +ruszkha01,1944,1,CLE,AL,3,8,1,3,0,0,0,1,0,0,0,1,,0,0,,1 +ryanco01,1944,1,BSN,NL,88,332,56,98,18,5,4,25,13,,36,40,,0,13,,11 +rybami01,1944,1,BOS,AL,42,41,2,6,1,0,0,3,0,0,4,5,,0,5,,2 +sandera01,1944,1,SLN,NL,154,601,87,177,34,9,12,102,2,,71,50,,2,9,,12 +sandlmi01,1944,1,BSN,NL,30,30,1,3,0,0,0,2,0,,5,3,,1,1,,1 +sauered01,1944,1,CHN,NL,23,50,3,11,4,0,0,5,0,,2,6,,0,1,,1 +savagdo01,1944,1,NYA,AL,71,239,31,63,7,5,4,24,1,1,20,41,,1,2,,8 +schalro01,1944,1,CHA,AL,146,587,47,129,14,4,1,44,5,4,45,52,,1,21,,17 +schanch01,1944,1,PHI,NL,40,81,4,12,1,1,1,6,0,,4,29,,0,3,,0 +scheica01,1944,1,PHA,AL,15,10,1,3,2,0,0,0,0,0,0,2,,0,0,,0 +schluno01,1944,1,CLE,AL,49,122,2,15,4,0,0,11,0,2,12,22,,0,1,,3 +schmifr01,1944,1,SLN,NL,37,34,3,7,0,0,0,3,0,,1,16,,0,1,,0 +schulho01,1944,1,BRO,NL,138,526,59,134,32,3,11,83,6,,24,67,,2,4,,17 +schuljo05,1944,1,SLA,AL,3,8,1,2,0,0,0,0,0,0,0,1,,0,0,,0 +schulle01,1944,1,SLA,AL,1,0,0,0,0,0,0,0,0,0,1,0,,0,0,,0 +schusbi01,1944,1,CHN,NL,60,154,14,34,7,1,1,14,4,,12,16,,0,1,,6 +secorfr01,1944,1,CHN,NL,22,56,10,18,1,0,4,17,1,,6,8,,0,4,,0 +seerepa01,1944,1,CLE,AL,101,342,39,80,16,0,15,39,0,2,19,99,,1,3,,10 +seminan01,1944,1,PHI,NL,22,63,9,14,2,1,0,4,2,,6,17,,1,0,,2 +sewarfr01,1944,1,NY1,NL,25,24,1,2,1,0,0,1,0,,0,8,,0,1,,1 +sewelri01,1944,1,PIT,NL,44,112,10,25,4,1,1,12,1,,2,19,,0,2,,1 +sheame01,1944,1,PHI,NL,7,15,2,4,0,0,1,1,0,,4,4,,0,0,,1 +shemost01,1944,1,BSN,NL,18,31,3,9,2,0,0,1,0,,1,3,,0,3,,0 +shirlte01,1944,1,SLA,AL,30,28,7,4,0,0,0,1,0,0,0,9,,0,0,,1 +shouncl01,1944,1,CIN,NL,38,67,4,15,1,0,0,2,0,,1,3,,0,5,,3 +shumaha01,1944,1,PHI,NL,18,1,0,0,0,0,0,0,0,,0,1,,0,0,,0 +siebedi01,1944,1,PHA,AL,132,468,52,143,27,5,6,52,2,0,62,17,,0,5,,5 +simmoal01,1944,1,PHA,AL,4,6,1,3,0,0,0,2,0,0,0,0,,0,0,,1 +sloanbr01,1944,1,NY1,NL,59,104,7,28,4,1,1,9,0,,13,8,,0,1,,4 +smithal03,1944,1,CLE,AL,28,64,1,10,1,0,0,7,0,0,3,13,,0,1,,6 +smyrecl01,1944,1,BRO,NL,5,2,1,0,0,0,0,0,0,,0,0,,0,0,,0 +speerfl01,1944,1,CHA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +spencst01,1944,1,WS1,AL,153,592,83,187,31,8,18,100,3,7,69,28,,4,4,,5 +staintu01,1944,1,NYA,AL,30,78,13,17,3,0,0,5,1,0,3,7,,0,4,,0 +stanked01,1944,1,CHN,NL,13,25,4,6,0,1,0,0,1,,2,2,,0,1,,1 +stanked01,1944,2,BRO,NL,89,261,32,72,9,2,0,16,3,,44,13,,1,9,,3 +starrra01,1944,1,PIT,NL,27,22,4,3,1,0,0,3,0,,6,9,,0,0,,0 +stephjo01,1944,1,CHN,NL,4,8,1,1,0,0,0,0,1,,1,3,,0,0,,1 +stephve01,1944,1,SLA,AL,145,559,91,164,32,1,20,109,2,2,62,54,,1,6,,3 +stewagl01,1944,1,PHI,NL,118,377,32,83,11,5,0,29,0,,28,40,,0,9,,14 +stewama02,1944,1,CHN,NL,8,1,0,0,0,0,0,0,0,,0,1,,0,0,,0 +stirnsn01,1944,1,NYA,AL,154,643,125,205,35,16,8,43,55,11,73,87,,1,6,,6 +strinni01,1944,1,PIT,NL,40,57,4,9,2,0,0,4,0,,2,7,,0,5,,1 +suarelu01,1944,1,WS1,AL,1,2,0,0,0,0,0,0,0,0,0,0,,0,0,,1 +sullija01,1944,1,DET,AL,1,1,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +sullijo06,1944,1,WS1,AL,138,471,49,118,12,1,0,30,3,3,52,43,,0,10,,11 +sundrst01,1944,1,SLA,AL,3,5,0,0,0,0,0,0,0,0,2,3,,0,0,,0 +sunketo01,1944,1,BRO,NL,12,4,0,0,0,0,0,0,0,,0,2,,0,1,,0 +suscege01,1944,1,CLE,AL,29,61,3,14,1,0,0,4,0,0,2,5,,0,5,,1 +sweenha01,1944,1,PIT,NL,1,2,0,0,0,0,0,0,0,,0,1,,0,0,,0 +swiftbo01,1944,1,DET,AL,80,247,15,63,11,1,1,19,2,0,27,27,,1,8,,9 +taborji01,1944,1,BOS,AL,116,438,58,125,25,3,13,72,4,4,31,38,,1,12,,13 +terryya01,1944,1,BOS,AL,27,47,3,11,0,0,0,5,0,0,4,12,,0,0,,0 +theseju01,1944,1,WS1,AL,5,2,0,0,0,0,0,0,0,0,0,1,,0,1,,0 +tiptoer01,1944,1,CIN,NL,140,479,62,144,28,3,3,36,5,,59,32,,2,7,,18 +tobinji01,1944,1,BSN,NL,62,116,13,22,5,1,2,18,0,,16,28,,0,2,,3 +torregi01,1944,1,WS1,AL,134,524,42,140,20,6,0,58,10,7,21,24,,1,12,,20 +treadre01,1944,1,NY1,NL,50,170,23,51,5,2,0,5,2,,13,11,,0,1,,2 +treshmi01,1944,1,CHA,AL,93,312,22,81,8,1,0,25,0,3,37,15,,2,1,,9 +triplco01,1944,1,PHI,NL,84,184,15,43,5,1,1,25,1,,19,10,,0,0,,9 +troskha01,1944,1,CHA,AL,135,497,55,120,32,2,10,70,3,2,62,30,,1,0,,15 +trottbi01,1944,1,SLN,NL,2,1,0,0,0,0,0,0,0,,0,1,,0,0,,0 +troutdi01,1944,1,DET,AL,51,133,18,36,4,1,5,24,2,0,9,28,,0,2,,2 +tucketh01,1944,1,CHA,AL,124,446,59,128,15,6,2,46,13,12,57,40,,0,1,,4 +turneji01,1944,1,NYA,AL,35,10,1,2,1,0,0,0,0,0,1,2,,0,0,,0 +turneto01,1944,1,CHA,AL,36,113,9,26,6,0,2,13,0,1,5,16,,0,0,,7 +turneto01,1944,2,SLA,AL,15,25,2,8,1,0,0,4,0,0,2,5,,0,1,,1 +tysontu01,1944,1,PHI,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,,0 +ullrisa01,1944,1,WS1,AL,3,3,0,1,0,0,0,0,0,0,0,1,,0,0,,0 +unseral01,1944,1,DET,AL,11,25,2,3,0,1,1,5,0,0,3,2,,0,0,,0 +valdero01,1944,1,WS1,AL,1,1,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +vandehy01,1944,1,CHN,NL,35,38,3,9,0,0,0,5,0,,1,2,,0,3,,1 +vaughfr01,1944,1,WS1,AL,30,109,10,28,2,1,1,21,2,2,9,24,,1,1,,2 +verbaem01,1944,1,SLN,NL,146,498,51,128,14,2,0,43,0,,19,14,,2,19,,5 +verdeal01,1944,1,PHI,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +viteljo01,1944,1,PIT,NL,4,3,0,0,0,0,0,0,0,,0,0,,0,0,,0 +voisebi01,1944,1,NY1,NL,44,105,8,22,5,0,0,8,0,,8,24,,0,9,,3 +vosmijo01,1944,1,WS1,AL,14,36,2,7,2,0,0,9,0,0,2,3,,0,0,,1 +wadeja01,1944,1,CHA,AL,19,24,3,7,0,0,0,0,0,0,1,3,,0,0,,1 +wagneha01,1944,1,PHA,AL,5,4,0,1,0,0,0,0,0,0,0,0,,0,0,,0 +wagneha01,1944,2,BOS,AL,66,223,21,74,13,4,1,38,1,1,29,14,,4,2,,2 +wahlke01,1944,1,CIN,NL,4,1,0,0,0,0,0,0,0,,0,0,,0,0,,0 +wakefdi01,1944,1,DET,AL,78,276,53,98,15,5,12,53,2,2,55,29,,1,0,,3 +walkedi02,1944,1,BRO,NL,147,535,77,191,37,8,13,91,6,,72,27,,1,3,,6 +walkege02,1944,1,CIN,NL,121,478,56,133,21,3,5,62,7,,23,48,,5,5,,15 +waltebu01,1944,1,CIN,NL,37,107,9,30,4,0,0,13,0,,8,18,,0,5,,0 +wanerll01,1944,1,BRO,NL,15,14,3,4,0,0,0,1,0,,3,0,,0,0,,1 +wanerll01,1944,2,PIT,NL,19,14,2,5,0,0,0,2,0,,2,0,,0,0,,0 +wanerpa01,1944,1,BRO,NL,83,136,16,39,4,1,0,16,0,,27,7,,0,1,,3 +wanerpa01,1944,2,NYA,AL,9,7,1,1,0,0,0,1,1,0,2,1,,0,0,,0 +warreto01,1944,1,BRO,NL,41,43,1,11,0,0,0,2,0,,2,7,,0,0,,2 +wasdeji01,1944,1,PHI,NL,133,451,47,125,20,3,3,40,0,,45,17,,1,12,,14 +webbele01,1944,1,BRO,NL,48,39,4,8,0,0,1,3,0,,2,8,,0,2,,2 +webbsk01,1944,1,CHA,AL,139,513,44,108,19,6,0,30,7,3,20,39,,1,6,,10 +weintph01,1944,1,NY1,NL,104,361,55,114,18,9,13,77,0,,59,59,,0,3,,5 +wellsjo01,1944,1,BRO,NL,4,4,0,1,0,0,0,0,0,,0,0,,0,0,,0 +westle01,1944,1,SLA,AL,11,7,0,1,0,0,0,0,0,0,0,2,,0,0,,0 +wheatwo01,1944,1,PHA,AL,30,59,1,11,2,0,0,5,1,2,5,3,,0,1,,3 +whitejo01,1944,1,PHA,AL,85,267,30,59,4,2,1,21,5,4,40,27,,3,2,,2 +whitejo01,1944,2,CIN,NL,24,85,9,20,2,0,0,5,0,,10,7,,0,0,,0 +wietewh01,1944,1,BSN,NL,125,417,46,100,18,1,2,32,0,,33,25,,3,10,,5 +wilkibo01,1944,1,PHA,AL,24,25,7,6,0,0,0,3,0,0,1,4,,1,1,,1 +wilkste01,1944,1,SLN,NL,36,64,6,9,2,0,0,6,0,,5,15,,0,6,,0 +willide02,1944,1,CHN,NL,79,262,23,63,7,2,0,27,2,,23,18,,0,3,,10 +williwo01,1944,1,CIN,NL,155,653,73,157,23,3,1,35,7,,44,24,,2,8,,9 +wisero01,1944,1,PIT,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wolffro01,1944,1,WS1,AL,33,55,6,12,0,0,0,3,0,0,3,12,,0,1,,3 +woodege01,1944,1,BSN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +woodjo04,1944,1,BOS,AL,3,2,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +woodspi01,1944,1,BOS,AL,38,48,2,7,0,0,0,1,0,0,3,6,,0,4,,0 +workmch01,1944,1,BSN,NL,140,418,46,87,18,3,11,53,1,,42,41,,4,9,,7 +wrighab01,1944,1,BSN,NL,71,195,20,50,9,0,7,35,0,,18,31,,2,1,,5 +wurmfr01,1944,1,BRO,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wyattwh01,1944,1,BRO,NL,11,13,1,2,1,0,0,1,0,,0,3,,0,1,,0 +wynnea01,1944,1,WS1,AL,43,92,4,19,2,0,1,6,0,0,3,21,,0,0,,2 +wyseha01,1944,1,CHN,NL,41,90,11,16,3,0,0,8,0,,2,12,,0,6,,3 +yorkru01,1944,1,DET,AL,151,583,77,161,27,7,18,98,5,3,68,73,,1,0,,18 +yorkto02,1944,1,CHN,NL,28,85,4,20,1,0,0,7,0,,4,11,,0,1,,2 +yosted01,1944,1,WS1,AL,7,14,3,2,0,0,0,0,0,0,1,2,,0,1,,0 +zachach01,1944,1,BRO,NL,4,3,0,0,0,0,0,0,0,,0,1,,0,0,,0 +zakfr01,1944,1,PIT,NL,87,160,33,48,3,1,0,11,6,,22,18,,0,4,,2 +zarilal01,1944,1,SLA,AL,100,288,43,86,13,6,6,45,1,1,29,33,,6,7,,2 +zinsebi01,1944,1,WS1,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +zoldasa01,1944,1,SLA,AL,18,6,1,2,0,0,0,0,0,0,0,0,,0,0,,0 +zuberbi01,1944,1,NYA,AL,22,31,1,4,0,0,0,1,0,0,0,10,,0,4,,1 +adamsac01,1945,1,NY1,NL,65,16,2,3,0,0,0,1,0,,2,3,,0,2,,0 +adamsbu01,1945,1,PHI,NL,14,56,6,13,3,1,2,8,0,,5,5,,0,0,,2 +adamsbu01,1945,2,SLN,NL,140,578,98,169,26,0,20,101,3,,57,75,,3,8,,8 +aderhmo01,1945,1,BRO,NL,39,60,4,13,1,0,0,6,0,,3,10,,0,0,,0 +aderhmo01,1945,2,BSN,NL,31,102,15,34,4,0,2,11,3,,9,6,,0,0,,1 +andrena01,1945,1,BSN,NL,22,43,1,9,0,0,0,1,0,,2,11,,0,7,,0 +andrest01,1945,1,BRO,NL,21,49,5,8,0,1,0,2,0,,5,4,,1,0,,2 +andrest01,1945,2,PHI,NL,13,33,3,11,2,0,1,6,1,,1,5,,0,0,,0 +antonjo01,1945,1,SLN,NL,2,3,0,0,0,0,0,0,0,,0,1,,0,0,,0 +antonjo01,1945,2,PHI,NL,125,504,50,129,27,2,1,28,1,,24,24,,2,6,,14 +applepe01,1945,1,SLA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +applepe01,1945,2,WS1,AL,6,5,0,1,0,0,0,1,0,0,0,1,,0,0,,0 +applilu01,1945,1,CHA,AL,18,57,12,21,2,2,1,10,1,0,12,7,,0,1,,0 +astrojo01,1945,1,PHA,AL,10,17,1,1,0,0,0,1,0,0,0,1,,1,0,,0 +bagbyji02,1945,1,CLE,AL,25,58,6,17,1,0,0,6,0,0,2,7,,0,1,,0 +bainlo01,1945,1,NY1,NL,3,3,1,1,0,0,0,0,0,,0,0,,0,0,,0 +bakerfl01,1945,1,CHA,AL,82,208,22,52,8,0,0,19,3,2,23,12,,0,3,,1 +barnhvi01,1945,1,PIT,NL,71,201,21,54,7,0,0,19,2,,9,11,,0,5,,9 +barredi01,1945,1,PHI,NL,36,62,7,9,2,0,0,3,0,,4,9,,0,2,,1 +barrefr01,1945,1,BOS,AL,37,20,3,5,0,0,0,1,0,0,2,7,,0,0,,0 +barrejo01,1945,1,PIT,NL,142,507,97,130,29,4,15,67,25,,79,68,,0,8,,5 +barrere01,1945,1,BSN,NL,9,9,1,2,0,0,0,2,0,,0,2,,0,4,,0 +barrere01,1945,2,SLN,NL,36,89,1,10,2,0,0,5,0,,1,22,,0,11,,2 +bartoda01,1945,1,SLN,NL,24,47,9,12,1,0,0,1,0,,6,3,,0,0,,0 +basined01,1945,1,BRO,NL,108,336,30,88,9,4,0,33,0,,11,33,,4,11,,11 +beckbo01,1945,1,CIN,NL,11,14,1,3,0,0,0,0,0,,0,0,,0,2,,0 +beckbo01,1945,2,PIT,NL,14,16,0,2,0,0,0,1,0,,1,3,,0,5,,0 +beckehe02,1945,1,CHN,NL,67,133,25,38,8,2,2,27,0,,17,16,,2,0,,3 +benjast01,1945,1,CLE,AL,14,21,1,7,2,0,0,3,0,1,0,0,,0,0,,0 +bentoal01,1945,1,DET,AL,31,63,2,4,2,0,0,3,0,0,2,21,,0,8,,2 +bergaau01,1945,1,SLN,NL,94,304,51,96,17,2,3,44,0,,43,21,,0,11,,0 +berrera01,1945,1,NY1,NL,20,30,4,5,0,0,0,2,0,,2,3,,0,0,,1 +berryjo03,1945,1,PHA,AL,52,35,3,5,2,0,0,1,0,0,2,3,,0,2,,0 +bevenbi01,1945,1,NYA,AL,29,63,5,7,0,0,1,4,0,1,0,27,,1,4,,0 +binksge01,1945,1,WS1,AL,145,550,62,153,32,6,6,81,11,7,34,52,,3,7,,11 +blackdo01,1945,1,PHA,AL,26,37,0,6,0,0,0,4,0,1,1,3,,0,1,,0 +blockcy01,1945,1,CHN,NL,2,7,1,1,0,0,0,1,0,,0,0,,0,0,,0 +bonhati01,1945,1,NYA,AL,23,63,6,15,5,0,0,4,0,0,5,9,,0,3,,3 +bordafr01,1945,1,BRO,NL,113,273,32,70,9,6,2,49,7,,29,15,,0,3,,3 +boromre01,1945,1,DET,AL,55,130,19,35,4,0,0,9,4,2,7,8,,0,7,,2 +borowha01,1945,1,NYA,AL,18,50,5,11,2,1,0,6,0,0,3,12,,0,3,,1 +borowha01,1945,2,CHN,NL,15,41,5,7,1,0,0,0,0,,4,11,,0,7,,1 +bosseme01,1945,1,CIN,NL,7,4,1,0,0,0,0,0,0,,0,1,,0,0,,0 +boudrlo01,1945,1,CLE,AL,97,345,50,106,24,1,3,48,0,4,35,20,,2,20,,9 +bowlech01,1945,1,PHA,AL,13,21,0,5,1,0,0,2,0,0,0,3,,0,0,,1 +bowmajo01,1945,1,BOS,AL,9,9,0,2,0,0,0,1,0,0,1,1,,0,0,,0 +bowmajo01,1945,2,CIN,NL,29,71,4,5,2,1,0,3,1,,2,9,,0,2,,2 +brancal01,1945,1,PHA,AL,10,34,3,4,1,0,0,0,0,0,1,3,,0,0,,0 +brancra01,1945,1,BRO,NL,16,40,1,4,1,0,0,0,0,,0,11,,0,2,,0 +brechha01,1945,1,SLN,NL,24,57,1,7,2,0,0,7,0,,4,11,,1,2,,0 +breweja01,1945,1,NY1,NL,28,56,4,10,2,0,0,4,0,,0,10,,0,7,,3 +bridgto01,1945,1,DET,AL,4,3,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +brownto02,1945,1,BRO,NL,57,196,13,48,3,4,2,19,3,,6,16,,0,2,,3 +bucheji01,1945,1,BOS,AL,52,151,19,34,4,3,0,11,1,3,7,13,,1,2,,2 +bukercy01,1945,1,BRO,NL,42,16,0,3,0,0,0,2,0,,1,1,,0,3,,2 +burkhke01,1945,1,SLN,NL,42,72,5,13,2,0,0,5,0,,4,14,,2,4,,2 +burnsjo03,1945,1,PHA,AL,31,90,7,23,1,1,0,3,0,1,4,17,,0,2,,2 +busched01,1945,1,PHA,AL,126,416,37,104,10,3,0,35,2,3,32,9,,1,9,,12 +bushgu01,1945,1,CIN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +butchma01,1945,1,PIT,NL,28,54,6,12,1,0,0,2,0,,1,2,,0,6,,0 +buzasjo01,1945,1,NYA,AL,30,65,8,17,2,1,0,6,2,0,2,5,,0,0,,2 +byerlbu01,1945,1,SLN,NL,33,23,4,5,0,0,0,4,0,,3,5,,0,5,,0 +byrnemi01,1945,1,SLA,AL,133,442,53,110,29,4,8,59,1,3,78,84,,1,19,,6 +cabalpu01,1945,1,PHI,NL,9,1,1,0,0,0,0,1,0,,0,0,,0,0,,0 +caldwea01,1945,1,CHA,AL,27,37,4,8,1,0,0,4,0,0,0,8,,0,3,,1 +calvepa01,1945,1,CLE,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +camelha01,1945,1,PIT,NL,1,2,0,0,0,0,0,0,0,,1,0,,0,0,,0 +camildo01,1945,1,BOS,AL,63,198,24,42,5,2,2,19,2,0,35,38,,0,1,,5 +cardobe01,1945,1,BSN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +carneed01,1945,1,CLE,AL,30,73,5,16,7,0,0,7,0,1,2,9,,1,0,,1 +carraal01,1945,1,WS1,AL,35,36,4,3,0,0,0,3,0,0,6,11,,0,1,,2 +cartear01,1945,1,CIN,NL,19,17,1,3,0,0,0,0,0,,2,2,,0,0,,0 +casege01,1945,1,WS1,AL,123,504,72,148,19,5,1,31,30,16,49,27,,3,5,,7 +castege01,1945,1,SLA,AL,10,3,0,1,0,0,0,0,0,0,0,2,,0,0,,0 +castege01,1945,2,DET,AL,22,11,0,2,0,0,0,1,0,0,2,3,,0,2,,0 +castivi01,1945,1,CHA,AL,26,36,2,8,1,0,0,4,0,0,3,7,,0,0,,2 +cavarph01,1945,1,CHN,NL,132,498,94,177,34,10,6,97,5,,81,34,,4,3,,6 +cecilre01,1945,1,BOS,AL,7,20,0,6,0,0,0,2,0,0,0,5,,0,0,,0 +centepe01,1945,1,CLE,AL,31,22,2,2,0,0,0,0,0,0,1,8,,0,0,,0 +chandsp01,1945,1,NYA,AL,4,12,1,4,0,0,0,4,0,0,0,1,,0,0,,0 +chapmbe01,1945,1,BRO,NL,13,22,2,3,0,0,0,3,0,,2,1,,0,0,,1 +chapmbe01,1945,2,PHI,NL,24,51,4,16,2,0,0,4,0,,2,1,,0,0,,4 +chapmsa01,1945,1,PHA,AL,9,30,3,6,2,0,0,1,0,0,2,4,,0,0,,0 +chetkmi01,1945,1,PHI,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chipmbo01,1945,1,CHN,NL,25,17,1,3,1,0,0,2,0,,2,4,,0,3,,0 +chippwa01,1945,1,WS1,AL,18,44,4,6,0,0,0,5,0,1,5,6,,0,1,,1 +chrislo01,1945,1,BOS,AL,8,14,4,4,0,0,0,4,0,0,3,2,,0,0,,0 +chrislo01,1945,2,CHN,NL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,,0 +chrisma01,1945,1,SLA,AL,78,289,32,80,7,4,4,34,1,0,19,19,,3,0,,6 +chrisru01,1945,1,PHA,AL,34,76,5,13,1,0,1,4,0,0,6,28,,0,6,,0 +cicerjo01,1945,1,PHA,AL,12,19,3,3,0,0,0,0,0,0,1,6,,1,1,,0 +cihocal01,1945,1,CLE,AL,92,283,21,60,9,3,0,24,2,1,11,48,,0,13,,5 +clarkot01,1945,1,BOS,AL,12,24,0,5,0,0,0,2,0,0,2,4,,0,3,,1 +claryel01,1945,1,SLA,AL,26,38,6,8,1,0,1,2,0,2,2,3,,0,1,,0 +clayda01,1945,1,CIN,NL,153,656,81,184,29,2,1,50,19,,37,58,,2,5,,10 +clearjo01,1945,1,WS1,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cliftha01,1945,1,WS1,AL,119,375,49,79,12,0,8,53,2,1,76,58,,4,1,,3 +coffmdi01,1945,1,PHI,NL,14,4,1,1,0,0,0,0,0,,1,1,,0,0,,0 +colmafr01,1945,1,PIT,NL,77,153,18,32,11,1,4,30,0,,9,16,,0,0,,4 +comeljo01,1945,1,CHN,NL,7,3,0,0,0,0,0,0,0,,0,2,,0,0,,0 +connebi01,1945,1,PHA,AL,2,1,0,0,0,0,0,0,0,0,0,0,,1,0,,0 +coopemo01,1945,1,SLN,NL,4,6,2,2,0,0,0,1,0,,2,1,,0,1,,0 +coopemo01,1945,2,BSN,NL,20,26,5,6,0,0,1,7,0,,0,3,,0,0,,0 +coopewa01,1945,1,SLN,NL,4,18,3,7,0,0,0,1,0,,0,1,,0,0,,0 +corbicl01,1945,1,BRO,NL,2,4,1,2,0,0,0,0,0,,1,0,,0,0,,0 +coscape01,1945,1,PIT,NL,123,392,59,95,17,2,8,38,2,,55,55,,4,4,,10 +cozarch01,1945,1,BSN,NL,5,2,0,0,0,0,0,0,0,,0,0,,0,0,,1 +cramedo01,1945,1,DET,AL,141,541,62,149,22,8,6,58,2,9,36,21,,3,15,,9 +crawfgl01,1945,1,SLN,NL,4,3,0,0,0,0,0,0,0,,1,0,,0,0,,0 +crawfgl01,1945,2,PHI,NL,82,302,41,89,13,2,2,24,5,,36,15,,1,6,,2 +creelja01,1945,1,SLN,NL,35,26,2,2,1,0,0,1,0,,1,7,,0,4,,0 +crockcl01,1945,1,BRO,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cromphe01,1945,1,NYA,AL,36,99,6,19,3,0,0,12,0,0,2,7,,0,3,,3 +cronijo01,1945,1,BOS,AL,3,8,1,3,0,0,0,1,0,0,3,2,,0,0,,0 +crosefr01,1945,1,NYA,AL,130,441,57,105,12,0,4,48,7,1,59,65,,10,14,,3 +croucbi02,1945,1,SLN,NL,6,2,0,0,0,0,0,0,0,,0,1,,0,0,,0 +crowswo01,1945,1,PHA,AL,1,1,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +crumlge01,1945,1,SLN,NL,6,12,0,1,0,0,0,1,0,,0,1,,0,2,,0 +cuccito01,1945,1,CHA,AL,118,402,50,124,25,3,2,49,6,2,45,19,,1,2,,9 +cuccuco01,1945,1,PIT,NL,29,14,2,3,0,0,0,1,0,,0,1,,0,0,,0 +culbele01,1945,1,BOS,AL,97,331,26,91,21,6,6,45,4,3,20,37,,0,4,,14 +culledi01,1945,1,BSN,NL,136,527,87,138,12,1,2,30,7,,50,35,,2,8,,8 +cullero01,1945,1,CLE,AL,8,13,3,1,1,0,0,0,0,0,11,0,,0,0,,0 +cullero01,1945,2,DET,AL,146,523,80,145,27,5,18,93,2,0,102,36,,3,5,,11 +curtrgu01,1945,1,CHA,AL,98,324,51,91,15,7,4,32,3,4,39,29,,0,4,,6 +dahlgba01,1945,1,PIT,NL,144,531,57,133,24,8,5,75,1,,51,51,,2,7,,23 +danieto01,1945,1,PHI,NL,76,230,15,46,3,2,0,10,1,,12,22,,3,5,,8 +dantofa01,1945,1,BRO,NL,47,128,12,32,6,1,0,12,3,,11,6,,0,3,,3 +dassofr01,1945,1,CIN,NL,16,31,2,5,0,0,0,2,0,,2,10,,0,4,,0 +daviscu01,1945,1,BRO,NL,24,51,3,7,0,0,1,3,1,,2,12,,0,2,,1 +davissp01,1945,1,PIT,NL,23,33,2,8,2,0,0,6,0,,2,2,,1,0,,2 +dekonbi01,1945,1,NY1,NL,3,1,0,0,0,0,0,0,0,,0,1,,0,0,,0 +derripa01,1945,1,CHN,NL,35,75,3,15,3,0,0,8,0,,0,12,,0,9,,2 +derryru01,1945,1,NYA,AL,78,253,37,57,6,2,13,45,1,0,31,49,,1,1,,7 +desauge01,1945,1,CLE,AL,10,9,1,1,0,0,0,0,0,0,1,1,,0,0,,0 +dicksjo01,1945,1,CHA,AL,130,486,74,147,19,10,4,58,18,3,48,41,,1,7,,16 +dietrbi01,1945,1,CHA,AL,18,36,2,6,0,1,0,0,0,0,5,22,,0,3,,0 +dimagvi01,1945,1,PHI,NL,127,452,64,116,25,3,19,84,12,,43,91,,0,2,,6 +dingeva01,1945,1,PHI,NL,109,397,46,114,15,4,1,36,5,,35,17,,1,7,,8 +dockige01,1945,1,SLN,NL,31,34,4,6,0,0,0,1,0,,6,11,,0,4,,0 +donalat01,1945,1,NYA,AL,9,24,4,5,0,0,1,2,0,0,0,4,,0,2,,0 +donnebl01,1945,1,SLN,NL,31,54,3,7,1,0,0,4,0,,2,5,,0,6,,0 +dougljo01,1945,1,BRO,NL,5,9,0,0,0,0,0,0,0,,2,4,,0,0,,0 +drakela01,1945,1,PHA,AL,1,2,0,0,0,0,0,0,0,0,0,2,,0,0,,0 +dreiscl01,1945,1,BOS,AL,2,3,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +drescbi01,1945,1,NYA,AL,48,126,10,34,3,1,0,15,0,2,8,5,,0,4,,3 +drewsfr01,1945,1,BSN,NL,49,147,13,30,4,1,0,19,0,,16,18,,0,6,,0 +dubiemo01,1945,1,NYA,AL,26,58,10,16,4,0,1,5,0,1,4,13,,0,4,,1 +durocle01,1945,1,BRO,NL,2,5,1,1,0,0,0,2,0,,0,0,,0,0,,0 +durrere01,1945,1,BRO,NL,8,16,2,2,0,0,0,0,0,,3,3,,0,0,,0 +earleto01,1945,1,BSN,NL,13,14,2,3,2,0,0,1,0,,0,3,,0,1,,0 +eatonze01,1945,1,DET,AL,26,32,2,8,1,0,2,10,0,0,0,7,,0,0,,1 +elliobo01,1945,1,PIT,NL,144,541,80,157,36,6,8,108,5,,64,38,,1,2,,16 +embrere01,1945,1,CLE,AL,8,21,3,3,0,0,0,2,0,0,2,3,,0,4,,1 +emmersl01,1945,1,NY1,NL,31,25,1,3,0,0,0,1,0,,0,2,,0,4,,0 +erickpa01,1945,1,CHN,NL,28,32,2,5,2,0,0,0,0,,3,8,,0,4,,0 +estalbo01,1945,1,PHA,AL,126,451,45,135,25,6,8,52,1,6,74,46,,1,1,,15 +ettenni01,1945,1,NYA,AL,152,565,77,161,24,4,18,111,2,3,90,23,,4,4,,21 +evansal01,1945,1,WS1,AL,51,150,19,39,11,2,2,19,2,1,17,22,,1,2,,3 +falloge01,1945,1,SLN,NL,24,55,4,13,2,1,0,7,1,,6,6,,0,1,,0 +fannicl01,1945,1,SLA,AL,5,1,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +farreke01,1945,1,CHA,AL,103,396,44,102,11,3,0,34,4,9,24,18,,0,6,,6 +feldmha01,1945,1,NY1,NL,38,72,4,7,2,0,1,5,0,,3,23,,1,0,,3 +fellebo01,1945,1,CLE,AL,9,25,2,4,0,0,0,1,0,0,3,12,,0,1,,0 +ferreri01,1945,1,WS1,AL,91,286,33,76,12,1,1,38,2,4,43,13,,2,4,,10 +ferrida01,1945,1,BOS,AL,61,120,16,32,7,1,1,19,0,0,19,11,,0,1,,4 +fettelo01,1945,1,BSN,NL,5,2,0,0,0,0,0,0,0,,0,0,,0,0,,0 +filipst01,1945,1,NY1,NL,35,112,14,23,5,0,2,16,0,,4,13,,1,2,,1 +finnelo01,1945,1,BOS,AL,2,2,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +finnelo01,1945,2,SLA,AL,57,213,24,59,8,4,2,22,0,0,21,6,,1,5,,9 +fischru01,1945,1,NY1,NL,31,19,3,4,1,0,1,1,0,,2,3,,0,0,,1 +fishedo01,1945,1,NY1,NL,2,7,0,1,1,0,0,1,0,,0,1,,0,0,,0 +flagewa01,1945,1,CIN,NL,21,52,5,11,1,0,0,6,0,,8,5,,0,0,,1 +flagewa01,1945,2,PHI,NL,49,168,21,42,4,1,2,15,1,,17,15,,1,1,,2 +flemile01,1945,1,CLE,AL,42,140,18,46,10,2,3,22,0,0,11,5,,1,1,,3 +floreje01,1945,1,PHA,AL,29,61,4,9,1,0,0,4,0,0,5,11,,0,7,,1 +fowledi01,1945,1,PHA,AL,11,18,3,8,2,1,0,2,0,0,0,0,,0,0,,1 +foxho01,1945,1,CIN,NL,45,46,6,13,1,0,0,5,0,,2,4,,0,5,,0 +foxpe01,1945,1,BOS,AL,66,208,21,51,4,1,0,20,2,2,11,18,,4,4,,0 +foxxji01,1945,1,PHI,NL,89,224,30,60,11,1,7,38,0,,23,39,,0,1,,3 +gableke01,1945,1,PIT,NL,29,39,3,4,1,0,0,0,0,,0,8,,0,3,,0 +galanau01,1945,1,BRO,NL,152,576,114,177,36,7,9,92,13,,114,27,,2,4,,10 +garbabo01,1945,1,BOS,AL,68,199,21,52,6,0,0,17,0,1,18,10,,2,6,,6 +garbami01,1945,1,NYA,AL,60,176,23,38,5,3,1,26,0,1,23,12,,1,1,,6 +gardeal01,1945,1,NY1,NL,16,26,2,2,0,0,0,1,0,,4,3,,1,2,,0 +gardeda01,1945,1,NY1,NL,121,430,54,117,10,1,18,71,2,,46,55,,5,3,,9 +gardngl01,1945,1,SLN,NL,17,21,1,7,0,0,0,2,0,,1,2,,0,1,,0 +garmsde01,1945,1,SLN,NL,74,146,23,49,7,2,0,18,0,,31,3,,0,3,,3 +garrifo01,1945,1,PHA,AL,6,23,3,7,1,0,1,6,1,0,4,3,,0,0,,0 +gassach01,1945,1,PHA,AL,24,39,2,6,0,0,0,4,0,0,1,13,,0,0,,3 +geejo01,1945,1,NY1,NL,2,1,0,0,0,0,0,0,0,,0,1,,0,0,,0 +georggr01,1945,1,PHA,AL,51,138,8,24,4,1,0,11,0,0,17,29,,0,4,,6 +gerheal01,1945,1,PIT,NL,32,48,2,12,2,2,0,7,0,,2,11,,0,0,,0 +gerkist01,1945,1,PHA,AL,21,34,2,2,0,0,0,0,0,0,0,7,,0,1,,0 +getteal01,1945,1,NYA,AL,27,57,8,16,2,0,0,3,0,0,1,3,,0,2,,1 +gilleca01,1945,1,BSN,NL,144,517,74,149,20,2,7,72,13,,73,70,,3,7,,17 +gillepa01,1945,1,CHN,NL,75,163,12,47,6,0,3,25,2,,18,9,,2,0,,1 +gionfal01,1945,1,PIT,NL,122,409,74,116,18,9,2,42,12,,60,22,,1,6,,4 +goulini01,1945,1,PHI,NL,13,11,4,3,0,0,0,2,0,,1,3,,0,0,,0 +gratedo01,1945,1,PHI,NL,5,3,0,0,0,0,0,0,0,,0,1,,0,0,,0 +graype01,1945,1,SLA,AL,77,234,26,51,6,2,0,13,5,6,13,11,,0,6,,2 +greenha01,1945,1,DET,AL,78,270,47,84,20,2,13,60,3,1,42,40,,0,0,,9 +greggha01,1945,1,BRO,NL,42,91,11,20,6,0,1,9,0,,2,13,,0,8,,0 +grimeos01,1945,1,NYA,AL,142,480,64,127,19,7,4,45,7,6,97,73,,6,12,,10 +gromest01,1945,1,CLE,AL,37,91,8,21,2,0,0,10,0,0,10,17,,0,3,,2 +groveor01,1945,1,CHA,AL,33,71,4,7,1,0,0,4,0,0,4,23,,2,2,,3 +guerrmi01,1945,1,WS1,AL,56,138,11,29,1,1,1,15,4,1,10,12,,1,5,,6 +gustifr01,1945,1,PIT,NL,128,478,67,134,27,5,2,66,8,,37,33,,2,6,,14 +guttedo01,1945,1,SLA,AL,143,543,72,129,24,3,2,49,9,6,43,46,,1,8,,6 +hackst01,1945,1,CHN,NL,150,597,110,193,29,7,2,43,12,,99,30,,1,5,,4 +haefnmi01,1945,1,WS1,AL,37,82,8,20,1,0,0,5,0,0,9,13,,0,6,,3 +hallir01,1945,1,PHA,AL,151,616,62,161,17,5,0,50,3,10,35,42,,6,11,,8 +hamnega01,1945,1,PHI,NL,32,101,12,20,3,0,0,5,2,,7,9,,0,1,,3 +hamnegr01,1945,1,PHI,NL,14,41,3,7,2,0,0,6,0,,1,3,,0,0,,1 +handlle01,1945,1,PIT,NL,98,312,39,93,16,2,1,32,7,,20,16,,0,8,,5 +hansean01,1945,1,NY1,NL,23,25,1,0,0,0,0,0,0,,1,8,,0,4,,0 +hanyzed01,1945,1,CHN,NL,2,1,0,0,0,0,0,0,0,,1,1,,0,0,,0 +hardeme01,1945,1,CLE,AL,11,25,0,2,1,0,0,0,0,0,0,9,,0,3,,3 +harrera01,1945,1,NY1,NL,12,5,1,1,1,0,0,0,0,,1,0,,0,0,,0 +harriea01,1945,1,CIN,NL,14,15,0,0,0,0,0,0,0,,0,6,,0,3,,1 +hartbi03,1945,1,BRO,NL,58,161,27,37,6,2,3,27,7,,14,21,,0,3,,2 +hasendo01,1945,1,PHI,NL,5,18,1,2,0,0,0,1,0,,2,1,,0,0,,0 +hathara01,1945,1,BRO,NL,4,2,0,0,0,0,0,0,0,,0,1,,0,0,,0 +hausmcl01,1945,1,BOS,AL,31,39,0,4,0,0,0,0,0,0,3,8,,0,0,,1 +hausmge01,1945,1,NY1,NL,154,623,98,174,15,8,2,45,7,,73,46,,1,17,,7 +hayesfr01,1945,1,PHA,AL,32,110,12,25,2,1,3,14,1,0,18,14,,0,1,,2 +hayesfr01,1945,2,CLE,AL,119,385,39,91,15,6,6,43,1,1,53,52,,4,8,,8 +haynejo01,1945,1,CHA,AL,15,40,0,7,0,0,0,2,0,1,0,2,,0,0,,1 +haywora01,1945,1,BRO,NL,2,2,0,0,0,0,0,0,0,,1,0,,0,0,,0 +haywore01,1945,1,SLA,AL,56,160,7,31,4,0,0,17,0,2,7,6,,0,1,,4 +heathje01,1945,1,CLE,AL,102,370,60,113,16,7,15,61,3,1,56,39,,1,2,,6 +heflira01,1945,1,BOS,AL,20,35,1,3,0,0,0,0,0,0,1,7,,0,1,,0 +hendrdo01,1945,1,BSN,NL,37,18,1,3,0,0,0,0,0,,1,6,,0,0,,0 +hennege01,1945,1,CHN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +henryea01,1945,1,CLE,AL,16,4,1,2,0,0,0,0,0,0,0,0,,0,0,,0 +hermaba01,1945,1,BRO,NL,37,34,6,9,1,0,1,9,0,,5,7,,0,0,,1 +herriar01,1945,1,BRO,NL,23,42,3,4,0,0,0,1,1,,2,6,,1,4,,0 +hetkijo01,1945,1,CIN,NL,5,11,0,1,0,0,0,0,0,,0,0,,0,0,,1 +heussed01,1945,1,CIN,NL,31,77,10,19,2,1,1,7,0,,3,19,,0,5,,1 +hevinjo02,1945,1,BSN,NL,3,1,0,0,0,0,0,0,0,,0,0,,0,1,,0 +hoagmy01,1945,1,CLE,AL,40,128,10,27,5,3,0,3,1,2,11,18,,1,3,,1 +hockeor01,1945,1,CHA,AL,106,417,46,122,23,4,2,55,10,9,27,30,,3,2,,12 +hoffest01,1945,1,BSN,NL,50,170,13,40,2,0,3,15,1,,14,11,,1,0,,3 +holbowa01,1945,1,WS1,AL,15,2,0,0,0,0,0,0,0,0,0,0,,0,2,,0 +holcoke01,1945,1,NYA,AL,23,15,0,2,0,0,0,0,0,0,0,7,,0,0,,0 +hollial01,1945,1,SLA,AL,28,61,4,12,3,0,1,4,0,0,4,4,,0,3,,2 +holmbi01,1945,1,BOS,AL,58,135,12,25,2,1,0,9,1,1,23,17,,3,5,,3 +holmeto01,1945,1,BSN,NL,154,636,125,224,47,6,28,117,15,,70,9,,4,3,,11 +hoovejo01,1945,1,DET,AL,74,222,33,57,10,5,1,17,6,2,21,35,,1,6,,3 +hoppjo01,1945,1,SLN,NL,124,446,67,129,22,8,3,44,14,,49,24,,3,7,,4 +hostech01,1945,1,DET,AL,42,44,3,7,3,0,0,2,0,0,7,8,,0,0,,0 +houttar01,1945,1,DET,AL,13,5,0,0,0,0,0,0,0,0,0,2,,0,0,,0 +hudsojo01,1945,1,NY1,NL,28,11,8,0,0,0,0,0,0,,1,1,,0,0,,1 +hughero01,1945,1,CHN,NL,69,222,34,58,8,1,0,8,6,,16,18,,0,8,,4 +humphjo02,1945,1,CHA,AL,22,54,1,8,0,0,0,2,0,0,2,19,,0,3,,1 +hutchir01,1945,1,BSN,NL,11,9,0,0,0,0,0,0,0,,0,1,,0,1,,0 +hutchjo02,1945,1,BSN,NL,57,54,4,13,4,0,0,7,0,,1,8,,0,1,,2 +jakucsi01,1945,1,SLA,AL,30,70,7,13,1,1,2,6,0,0,2,8,,0,3,,1 +javeral01,1945,1,BSN,NL,17,29,3,6,0,0,0,0,0,,0,10,,0,0,,0 +johnsbo01,1945,1,BOS,AL,143,529,71,148,27,7,12,74,5,3,63,56,,1,0,,13 +johnsdo02,1945,1,CHN,NL,138,557,94,168,23,2,2,58,9,,32,34,,3,22,,10 +johnsjo03,1945,1,CHA,AL,29,14,1,4,2,0,0,2,0,0,3,6,,0,1,,0 +johnsvi01,1945,1,BOS,AL,26,30,2,5,1,0,0,3,0,0,0,5,,0,0,,0 +jonesea01,1945,1,SLA,AL,10,10,2,2,1,0,1,3,0,0,0,4,,0,0,,0 +joosted01,1945,1,BSN,NL,35,141,16,35,7,1,0,9,0,,13,7,,0,4,,3 +juddos01,1945,1,BOS,AL,2,2,0,1,0,0,0,0,0,0,0,0,,0,0,,0 +juddos01,1945,2,PHI,NL,27,30,4,8,2,0,0,2,0,,4,4,,0,1,,1 +jurgebi01,1945,1,NY1,NL,61,176,22,57,3,1,3,24,2,,24,11,,0,1,,3 +jurisal01,1945,1,SLN,NL,27,23,1,2,0,0,0,1,0,,0,7,,0,0,,0 +justjo01,1945,1,CIN,NL,14,34,2,5,0,0,0,2,0,,4,7,,0,2,,1 +karlan01,1945,1,PHI,NL,67,49,3,7,0,0,0,2,0,,3,10,,0,0,,0 +keelybo01,1945,1,SLN,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,,0 +kellech01,1945,1,NYA,AL,44,163,26,49,7,4,10,34,0,2,31,21,,0,0,,2 +kellge01,1945,1,PHA,AL,147,567,50,154,30,3,4,56,2,0,27,15,,1,7,,13 +kenneve01,1945,1,PHI,NL,13,11,1,2,0,0,0,0,0,,1,3,,0,0,,0 +kenneve01,1945,2,CIN,NL,24,53,1,12,4,0,0,1,0,,1,13,,0,1,,1 +kernsru01,1945,1,DET,AL,1,1,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +kerrbu01,1945,1,NY1,NL,149,546,53,136,20,3,4,40,5,,41,34,,2,16,,11 +kimbldi01,1945,1,WS1,AL,20,49,5,12,1,1,0,1,0,0,5,2,,0,3,,2 +kingcl01,1945,1,BRO,NL,43,32,2,4,0,0,0,0,0,,0,13,,0,2,,0 +kisher01,1945,1,PHA,AL,43,110,10,27,5,1,0,10,0,3,9,9,,3,5,,2 +kleinha01,1945,1,CLE,AL,3,3,1,1,1,0,0,0,0,0,0,2,,0,0,,0 +kleinlo01,1945,1,SLN,NL,19,57,12,13,4,1,1,6,0,,14,9,,1,0,,0 +kliemed01,1945,1,CLE,AL,38,40,1,8,2,0,1,4,0,0,1,13,,0,2,,2 +kluttcl01,1945,1,BSN,NL,25,81,9,24,4,1,0,10,0,,2,6,,0,1,,3 +kluttcl01,1945,2,NY1,NL,73,222,25,62,14,0,4,21,1,,15,10,,2,3,,5 +knerrlo01,1945,1,PHA,AL,28,47,3,9,1,0,0,8,0,0,0,5,,0,1,,2 +krameja01,1945,1,SLA,AL,29,61,4,9,2,0,0,6,0,0,11,21,,0,7,,3 +krausja01,1945,1,PHI,NL,19,25,2,3,1,0,0,0,0,,1,7,,0,2,,0 +kreevmi01,1945,1,SLA,AL,84,295,34,70,11,1,2,21,4,1,37,27,,0,7,,7 +kreevmi01,1945,2,WS1,AL,45,158,22,44,8,2,1,23,7,5,21,9,,0,2,,3 +kuheljo01,1945,1,WS1,AL,142,533,73,152,29,13,2,75,10,5,79,31,,1,2,,7 +kurowwh01,1945,1,SLN,NL,133,511,84,165,27,3,21,102,1,,45,45,,5,12,,10 +laabsch01,1945,1,SLA,AL,35,109,15,26,4,3,1,8,0,0,16,17,,3,3,,2 +laforty01,1945,1,BOS,AL,52,204,25,51,7,4,2,16,4,4,10,35,,0,6,,7 +lakeed01,1945,1,BOS,AL,133,473,81,132,27,1,11,51,9,7,106,37,,1,6,,9 +lakemal01,1945,1,CIN,NL,76,258,22,66,9,4,8,31,0,,17,45,,1,1,,7 +lamacal01,1945,1,SLA,AL,5,1,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +laniema01,1945,1,SLN,NL,4,11,0,2,0,0,0,0,0,,0,0,,0,0,,0 +lannijo01,1945,1,PIT,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +laynehi01,1945,1,WS1,AL,61,147,23,44,5,4,1,14,0,1,10,7,,2,1,,7 +lazorjo01,1945,1,BOS,AL,101,335,35,104,19,2,5,45,3,2,18,17,,0,2,,4 +leebi02,1945,1,PHI,NL,13,24,1,4,0,0,0,1,0,,1,5,,0,3,,1 +leebi02,1945,2,BSN,NL,16,31,0,4,0,0,0,2,0,,4,5,,0,5,,0 +leero01,1945,1,NY1,NL,3,1,0,0,0,0,0,0,0,,0,1,,0,0,,0 +leeth01,1945,1,CHA,AL,29,78,6,14,1,0,0,6,0,0,5,15,,0,2,,7 +leonadu02,1945,1,WS1,AL,31,78,9,18,2,0,0,9,0,0,1,5,,0,8,,3 +leoniz01,1945,1,PHI,NL,14,9,0,1,0,0,0,0,0,,1,1,,0,0,,1 +lewisbu01,1945,1,WS1,AL,69,258,42,86,14,7,2,37,1,2,37,15,,3,8,,5 +libkeal01,1945,1,CIN,NL,130,449,41,127,23,5,4,53,6,,34,62,,2,4,,7 +lindejo01,1945,1,NYA,AL,41,159,26,45,6,3,1,20,2,1,17,10,,3,2,,4 +lisenho01,1945,1,CIN,NL,31,19,0,0,0,0,0,0,0,,0,10,,0,0,,1 +livinmi01,1945,1,CHN,NL,71,224,19,57,4,2,2,23,2,,19,6,,4,6,,7 +lockmwh01,1945,1,NY1,NL,32,129,16,44,9,0,3,18,1,,13,10,,2,4,,1 +loganbo01,1945,1,BSN,NL,34,61,3,13,2,1,0,7,0,,1,10,,0,6,,2 +lombaer01,1945,1,NY1,NL,115,368,46,113,7,1,19,70,0,,43,11,,5,1,,12 +lombavi01,1945,1,BRO,NL,45,71,8,13,2,0,0,5,2,,1,10,,0,3,,0 +lopatar01,1945,1,SLN,NL,4,4,0,1,0,0,0,0,0,,0,1,,0,0,,0 +lopated01,1945,1,CHA,AL,32,82,13,24,4,0,1,13,0,0,2,9,,0,1,,3 +lopezal01,1945,1,PIT,NL,91,243,22,53,8,0,0,18,1,,35,12,,0,2,,5 +lowrepe01,1945,1,CHN,NL,143,523,72,148,22,7,7,89,11,,48,27,,0,21,,8 +lucielo01,1945,1,PHI,NL,13,4,0,1,0,0,0,0,0,,0,1,,0,0,,0 +lukoned01,1945,1,CIN,NL,2,8,1,1,0,0,0,0,0,,0,1,,0,0,,0 +lunddo01,1945,1,BRO,NL,4,3,0,0,0,0,0,0,0,,1,1,,0,0,,0 +lupieto01,1945,1,PHI,NL,15,54,1,17,1,0,0,3,2,,6,0,,0,1,,0 +mackife01,1945,1,CLE,AL,120,359,42,98,14,7,2,37,5,5,44,41,,2,6,,13 +mackjo01,1945,1,BSN,NL,66,260,30,60,13,1,3,44,1,,34,39,,0,9,,4 +maglisa01,1945,1,NY1,NL,14,30,0,5,1,0,0,2,0,,0,6,,0,1,,1 +maierbo01,1945,1,DET,AL,132,486,58,128,25,7,1,34,7,11,38,32,,0,5,,10 +malloji01,1945,1,SLN,NL,13,43,3,10,2,0,0,5,0,,0,2,,0,1,,0 +malloji01,1945,2,NY1,NL,37,94,10,28,1,0,0,9,1,,6,7,,0,1,,1 +mancufr01,1945,1,SLA,AL,119,365,39,98,13,3,1,38,0,2,46,44,,2,4,,14 +mancugu01,1945,1,PHI,NL,70,176,11,35,5,0,0,16,2,,28,10,,0,2,,8 +marchph01,1945,1,PHA,AL,3,2,0,1,1,0,0,0,0,0,0,0,,0,0,,0 +marioma01,1945,1,SLN,NL,123,430,63,119,27,5,1,59,2,,39,39,,2,6,,5 +martiba01,1945,1,SLA,AL,54,185,13,37,5,2,2,16,0,1,11,24,,0,7,,5 +martihe01,1945,1,NYA,AL,117,408,53,109,18,6,7,53,4,1,65,31,,0,6,,3 +masiph01,1945,1,BSN,NL,114,371,55,101,25,4,7,46,9,,42,32,,1,6,,10 +mastewa02,1945,1,WS1,AL,4,9,0,1,0,0,0,0,0,0,0,5,,0,0,,0 +maunedi01,1945,1,PHI,NL,22,41,5,6,1,0,0,1,0,,3,14,,1,1,,1 +mayoed01,1945,1,DET,AL,134,501,71,143,24,3,10,54,7,7,47,29,,0,13,,7 +mcbrito01,1945,1,BOS,AL,100,344,38,105,11,7,1,47,2,2,26,17,,0,4,,8 +mccorfr01,1945,1,CIN,NL,152,580,68,160,33,0,10,81,6,,56,22,,5,3,,20 +mcdonji03,1945,1,CLE,AL,28,51,3,10,2,0,0,8,0,0,2,4,,0,2,,2 +mcfarho01,1945,1,WS1,AL,6,11,0,1,0,0,0,2,0,0,0,3,,0,0,,1 +mcghebi01,1945,1,PHA,AL,93,250,24,63,6,1,0,19,3,2,24,16,,1,0,,3 +mchaljo01,1945,1,DET,AL,19,14,0,2,0,0,0,1,0,0,1,4,,1,0,,0 +mclaupa01,1945,1,DET,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcnabca01,1945,1,DET,AL,1,1,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +mcquige02,1945,1,SLA,AL,139,483,69,134,31,3,7,61,1,1,65,51,,1,12,,8 +meadch01,1945,1,NY1,NL,11,37,4,10,1,0,1,6,0,,5,2,,0,0,,0 +medeira01,1945,1,CIN,NL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,,0 +medwijo01,1945,1,NY1,NL,26,92,14,28,4,0,3,11,2,,2,2,,0,3,,3 +medwijo01,1945,2,BSN,NL,66,218,17,62,13,0,0,26,3,,12,12,,1,0,,6 +merulle01,1945,1,CHN,NL,121,394,40,94,18,0,2,37,7,,31,30,,2,6,,15 +mesnest01,1945,1,CIN,NL,150,540,52,137,19,1,1,52,4,,52,18,,2,17,,17 +methebu01,1945,1,NYA,AL,133,509,64,126,18,2,8,53,5,2,54,31,,4,12,,9 +metkoca01,1945,1,BOS,AL,138,539,65,140,26,3,5,62,19,6,51,70,,6,2,,6 +metroch01,1945,1,PHA,AL,65,200,18,42,10,1,3,15,1,1,23,33,,0,4,,2 +meyerdu01,1945,1,CLE,AL,130,524,71,153,29,8,7,48,2,4,40,32,,0,3,,12 +michaca01,1945,1,CHA,AL,129,445,47,109,8,5,2,54,8,7,37,28,,3,14,,13 +mierked01,1945,1,DET,AL,10,15,0,2,2,0,0,2,0,0,1,3,,0,0,,0 +milleed03,1945,1,CIN,NL,115,421,46,100,27,2,13,49,4,,18,38,,4,8,,12 +milleha02,1945,1,DET,AL,2,4,0,3,0,0,0,1,0,0,0,0,,0,1,,1 +milleox01,1945,1,SLA,AL,6,11,0,2,0,0,0,0,0,0,0,2,,0,1,,0 +milosmi01,1945,1,NYA,AL,30,69,5,15,2,0,0,7,0,0,6,6,,1,2,,3 +modakmi01,1945,1,CIN,NL,20,10,1,1,0,0,0,0,0,,0,4,,0,0,,0 +montere01,1945,1,PHI,NL,114,193,26,58,6,0,0,15,2,,28,7,,0,4,,6 +moorege03,1945,1,SLA,AL,110,354,48,92,16,2,5,50,1,3,40,26,,1,5,,3 +moorejo01,1945,1,CHN,NL,7,6,0,1,0,0,0,2,0,,1,1,,0,0,,0 +moseswa01,1945,1,CHA,AL,140,569,79,168,35,15,2,50,11,5,69,33,,2,1,,4 +mottbi01,1945,1,PHI,NL,90,289,21,64,8,0,0,22,2,,27,25,,1,5,,7 +muellbi01,1945,1,CHA,AL,13,9,3,0,0,0,0,0,1,0,2,1,,0,0,,0 +muellle01,1945,1,DET,AL,26,44,5,8,3,0,1,4,0,0,2,10,,0,1,,1 +mulcahu01,1945,1,PHI,NL,5,7,0,0,0,0,0,0,0,,1,0,,0,1,,0 +muncrbo01,1945,1,SLA,AL,28,45,4,3,1,1,0,0,0,0,1,6,,0,8,,1 +mungova01,1945,1,NY1,NL,28,73,4,17,3,2,0,9,0,,4,10,,1,0,,3 +myattge01,1945,1,WS1,AL,133,490,81,145,17,7,1,39,30,11,63,43,,2,20,,3 +nagelbi01,1945,1,CHA,AL,67,220,21,46,10,3,3,27,3,1,15,41,,1,5,,8 +nelsoto01,1945,1,BSN,NL,40,121,6,20,2,0,0,6,1,,4,13,,0,2,,6 +newhoha01,1945,1,DET,AL,40,109,9,28,5,1,0,17,0,1,7,10,,0,8,,1 +newsobo01,1945,1,PHA,AL,36,86,3,14,1,0,0,2,0,0,1,21,,0,7,,0 +newsosk01,1945,1,BOS,AL,125,438,45,127,30,1,1,48,6,3,20,15,,1,17,,13 +nichobi01,1945,1,CHN,NL,151,559,82,136,28,4,13,88,4,,92,73,,6,3,,9 +niemabu01,1945,1,BSN,NL,97,247,43,61,15,0,14,56,11,,43,33,,1,0,,5 +niggejo01,1945,1,WS1,AL,26,59,2,7,1,0,0,2,0,0,2,12,,0,0,,4 +nitchot01,1945,1,BRO,NL,7,4,2,1,0,0,0,0,0,,0,0,,0,0,,0 +oanapr01,1945,1,DET,AL,4,5,0,1,0,0,0,0,0,0,0,0,,0,0,,0 +obrieto03,1945,1,PIT,NL,58,161,23,54,6,5,0,18,0,,9,13,,1,4,,1 +odeake01,1945,1,SLN,NL,100,307,36,78,18,2,4,43,0,,50,31,,0,5,,7 +odeapa01,1945,1,CLE,AL,87,221,21,52,2,2,1,21,3,0,20,26,,0,9,,10 +olmolu01,1945,1,BRO,NL,141,556,62,174,27,13,10,110,15,,36,33,,1,2,,11 +oneilem01,1945,1,BOS,AL,24,50,7,9,2,0,1,6,0,0,8,14,,0,1,,2 +orengjo01,1945,1,CHA,AL,17,15,5,1,0,0,0,1,0,0,3,2,,0,1,,0 +orreljo01,1945,1,DET,AL,12,15,0,2,0,0,0,0,0,0,0,6,,0,0,,1 +osterfr01,1945,1,PIT,NL,14,28,2,9,0,0,0,4,0,,3,0,,0,1,,2 +ostrojo01,1945,1,CHN,NL,7,10,4,3,2,0,0,1,0,,0,0,,0,0,,0 +oterore01,1945,1,CHN,NL,14,23,1,9,0,0,0,5,0,,2,2,,0,1,,0 +ottme01,1945,1,NY1,NL,135,451,73,139,23,0,21,79,1,,71,41,,8,2,,6 +outlaji01,1945,1,DET,AL,132,446,56,121,16,5,0,34,6,7,45,33,,0,3,,5 +overmst01,1945,1,DET,AL,31,53,5,10,2,1,0,3,0,0,4,6,,0,6,,1 +owenmi01,1945,1,BRO,NL,24,84,5,24,9,0,0,11,0,,10,2,,1,3,,5 +pafkoan01,1945,1,CHN,NL,144,534,64,159,24,12,12,110,5,,45,36,,8,21,,4 +pagejo01,1945,1,NYA,AL,20,36,5,9,0,0,0,5,0,0,3,7,,0,0,,1 +palicer01,1945,1,BRO,NL,2,0,0,0,0,0,0,0,0,,0,0,,0,0,,0 +papisfr01,1945,1,CHA,AL,19,26,3,6,1,0,0,1,0,0,2,7,,0,3,,0 +partest02,1945,1,SLN,NL,8,3,0,0,0,0,0,0,0,,0,1,,0,0,,0 +passecl01,1945,1,CHN,NL,34,91,10,17,2,0,2,9,0,,2,22,,0,3,,0 +peacojo01,1945,1,PHI,NL,33,74,6,15,6,0,0,6,1,,6,0,,0,0,,2 +peacojo01,1945,2,BRO,NL,48,110,11,28,5,1,0,14,2,,24,10,,0,0,,1 +peckha01,1945,1,PHA,AL,112,449,51,124,22,9,5,39,5,3,37,28,,0,7,,6 +pfundle01,1945,1,BRO,NL,15,22,2,4,1,0,0,4,0,,2,6,,0,1,,0 +phillja01,1945,1,NY1,NL,2,2,1,1,0,0,0,0,0,,0,0,,0,0,,0 +piccini01,1945,1,PHI,NL,36,89,7,12,6,0,0,6,0,,6,17,,0,2,,1 +piercbi02,1945,1,DET,AL,5,2,0,0,0,0,0,0,0,0,0,1,,0,0,,1 +pierema01,1945,1,WS1,AL,44,81,7,18,2,1,0,9,0,0,3,8,,0,4,,3 +pollyni01,1945,1,BOS,AL,4,7,0,1,0,0,0,1,0,0,0,1,,0,0,,0 +pottene01,1945,1,SLA,AL,32,92,3,28,2,0,0,5,0,0,2,7,,0,5,,3 +powelja03,1945,1,WS1,AL,31,98,4,19,2,0,0,3,1,1,8,8,,0,0,,1 +powelja03,1945,2,PHI,NL,48,173,13,40,5,0,1,14,1,,8,13,,0,2,,9 +primra01,1945,1,CHN,NL,34,51,4,13,0,0,0,1,0,,5,9,,0,5,,0 +pruetji01,1945,1,PHA,AL,6,9,1,2,0,0,0,0,0,1,1,2,,0,0,,0 +pyleew01,1945,1,NY1,NL,6,2,0,0,0,0,0,0,0,,0,1,,0,0,,0 +pyleew01,1945,2,BSN,NL,4,6,1,2,1,0,0,1,0,,0,0,,0,0,,0 +pytlafr01,1945,1,BOS,AL,9,17,1,2,0,0,0,0,0,0,3,0,,0,0,,0 +raffeke01,1945,1,PHI,NL,5,8,0,0,0,0,0,0,0,,0,3,,0,0,,0 +ramsebi01,1945,1,BSN,NL,78,137,16,40,8,0,1,12,1,,4,22,,3,1,,3 +rebelar01,1945,1,SLN,NL,26,72,12,25,4,0,0,5,1,,6,4,,0,1,,3 +rescixa01,1945,1,PIT,NL,44,15,1,2,1,0,0,0,0,,1,4,,0,1,,1 +reyesna01,1945,1,NY1,NL,122,431,39,124,15,4,5,44,1,,25,26,,8,8,,15 +reynoal01,1945,1,CLE,AL,44,85,1,8,1,0,0,3,0,0,1,12,,1,7,,2 +reynoda01,1945,1,CHA,AL,29,72,6,12,2,1,0,4,1,2,3,8,,0,3,,4 +ricede01,1945,1,SLN,NL,83,253,27,66,17,3,1,28,0,,16,33,,3,5,,8 +ricele01,1945,1,CHN,NL,32,99,10,23,3,0,0,7,2,,5,8,,0,3,,4 +richapa01,1945,1,DET,AL,83,234,26,60,12,1,3,32,4,0,19,31,,1,2,,1 +riddlel01,1945,1,CIN,NL,12,11,1,3,1,0,0,0,0,,0,1,,0,0,,0 +riddljo02,1945,1,CIN,NL,23,45,0,8,0,0,0,2,0,,4,6,,0,0,,0 +ripplch01,1945,1,PHI,NL,4,1,0,0,0,0,0,0,0,,0,0,,0,0,,0 +robinaa01,1945,1,NYA,AL,50,160,19,45,6,1,8,24,0,0,21,23,,1,1,,3 +roccomi01,1945,1,CLE,AL,143,565,81,149,28,6,10,56,0,4,52,40,,0,11,,12 +rochear01,1945,1,WS1,AL,2,1,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +rodgebi02,1945,1,PIT,NL,1,1,0,1,0,0,0,0,0,,0,0,,0,0,,0 +roepr01,1945,1,PIT,NL,33,75,3,8,1,0,0,3,0,,6,21,,0,8,,1 +rosarbu01,1945,1,PHA,AL,92,300,23,63,12,1,1,25,2,1,20,16,,1,4,,11 +rosengo01,1945,1,BRO,NL,145,606,126,197,24,11,12,75,4,,50,36,,3,14,,4 +rosenla01,1945,1,PHA,AL,28,75,6,15,3,2,0,5,0,1,9,8,,0,2,,0 +roserst01,1945,1,NYA,AL,11,8,0,1,0,0,0,0,0,0,1,2,,0,0,,0 +rossbu02,1945,1,CHA,AL,13,11,0,2,0,0,0,1,0,0,0,2,,0,0,,1 +rossdo01,1945,1,DET,AL,8,29,3,11,4,0,0,4,2,0,5,1,,0,0,,1 +rossdo01,1945,2,CLE,AL,106,363,26,95,15,1,2,43,0,4,42,15,,1,11,,10 +rothebo02,1945,1,CLE,AL,4,10,0,2,0,0,0,0,0,0,3,1,,0,0,,1 +ruckejo01,1945,1,NY1,NL,105,429,58,117,19,11,7,51,7,,20,36,,0,3,,3 +rudoler01,1945,1,BRO,NL,7,0,0,0,0,0,0,0,0,,2,0,,0,0,,0 +ruffire01,1945,1,NYA,AL,21,46,4,10,0,1,1,5,0,0,0,8,,0,0,,0 +russeji01,1945,1,PIT,NL,146,510,88,145,24,8,12,77,15,,71,40,,5,3,,7 +ruszkha01,1945,1,CLE,AL,14,49,2,10,0,0,0,5,0,0,4,9,,0,0,,2 +rybami01,1945,1,BOS,AL,34,36,4,9,1,0,0,2,0,0,5,4,,0,4,,1 +salkebi01,1945,1,PIT,NL,95,267,45,83,16,1,15,52,2,,50,16,,0,0,,8 +saltzja01,1945,1,PIT,NL,52,117,20,38,5,3,0,10,0,,8,8,,0,1,,1 +salveja01,1945,1,CLE,AL,19,10,3,4,2,0,1,3,0,0,1,1,,0,0,,0 +sandede01,1945,1,SLA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sandera01,1945,1,SLN,NL,143,537,85,148,29,3,8,78,3,,83,55,,2,9,,6 +sandlmi01,1945,1,BRO,NL,80,195,21,55,14,2,2,17,2,,18,19,,1,4,,3 +sauered01,1945,1,CHN,NL,49,93,8,24,4,1,2,11,2,,8,23,,0,3,,1 +sauerha01,1945,1,CIN,NL,31,116,18,34,1,0,5,20,2,,6,16,,0,0,,0 +savagdo01,1945,1,NYA,AL,34,58,5,13,1,0,0,3,1,0,3,14,,0,0,,2 +schacha01,1945,1,BSN,NL,6,2,1,0,0,0,0,0,0,,1,1,,0,0,,0 +schalro01,1945,1,CHA,AL,133,513,50,127,23,1,1,65,3,6,32,41,,1,24,,13 +schanch01,1945,1,PHI,NL,35,39,3,6,0,0,0,0,0,,5,11,,0,5,,0 +scheica01,1945,1,PHA,AL,4,2,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +schemmi01,1945,1,NY1,NL,31,108,10,36,3,1,1,10,2,,6,1,,0,0,,6 +schoere01,1945,1,SLN,NL,137,565,89,157,22,6,1,47,26,,21,17,,1,10,,6 +schrepa01,1945,1,NYA,AL,2,1,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +schulho01,1945,1,BRO,NL,39,142,18,34,8,2,1,19,2,,10,14,,1,4,,4 +schuljo05,1945,1,SLA,AL,41,44,1,13,2,0,0,8,0,0,3,1,,0,0,,1 +schulle01,1945,1,SLA,AL,119,430,37,106,16,1,0,36,0,3,24,35,,0,11,,7 +schusbi01,1945,1,CHN,NL,45,47,8,9,2,1,0,2,2,,7,4,,0,2,,3 +scottle02,1945,1,PHI,NL,8,3,0,0,0,0,0,0,0,,0,3,,0,1,,0 +seatsto01,1945,1,BRO,NL,31,43,5,9,2,0,0,4,0,,0,13,,0,4,,0 +secorfr01,1945,1,CHN,NL,35,57,4,9,1,0,0,6,0,,2,7,,0,3,,2 +seerepa01,1945,1,CLE,AL,126,414,56,98,22,2,14,56,1,2,66,97,,0,5,,9 +seminan01,1945,1,PHI,NL,80,188,18,45,7,2,6,26,3,,18,38,,2,1,,5 +sewelri01,1945,1,PIT,NL,35,64,10,20,3,0,0,6,1,,7,11,,0,1,,1 +shemost01,1945,1,BSN,NL,17,46,4,11,1,0,0,7,0,,1,3,,0,0,,0 +shepabe01,1945,1,WS1,AL,1,3,0,0,0,0,0,0,0,0,0,1,,0,0,,1 +shirlte01,1945,1,SLA,AL,43,70,7,20,1,0,0,8,1,0,0,11,,1,2,,0 +shupevi01,1945,1,BSN,NL,78,283,22,76,8,0,0,15,3,,17,16,,1,4,,8 +siebedi01,1945,1,PHA,AL,147,573,62,153,29,1,7,51,2,7,50,33,,2,8,,8 +signewa01,1945,1,CHN,NL,6,1,0,0,0,0,0,0,0,,0,1,,0,0,,0 +singlel01,1945,1,BSN,NL,7,11,0,0,0,0,0,0,0,,0,3,,0,0,,1 +sipekdi01,1945,1,CIN,NL,82,156,14,38,6,2,0,13,0,,9,15,,4,1,,4 +smithal03,1945,1,CLE,AL,22,41,2,12,2,0,0,2,0,0,6,6,,0,2,,1 +smithma01,1945,1,PHA,AL,73,203,18,43,5,0,0,11,0,1,36,13,,1,4,,2 +spindha01,1945,1,PHI,NL,36,87,7,20,3,0,0,8,0,,6,7,,0,1,,1 +sprouch01,1945,1,PHI,NL,34,35,2,5,0,0,0,2,0,,1,6,,0,3,,0 +staintu01,1945,1,NYA,AL,95,327,40,84,12,2,5,32,0,4,13,20,,2,7,,4 +stanked01,1945,1,BRO,NL,153,555,128,143,29,5,1,39,6,,148,42,,4,19,,7 +starrra01,1945,1,PIT,NL,4,1,0,1,1,0,0,1,0,,0,0,,0,0,,0 +starrra01,1945,2,CHN,NL,9,2,1,1,0,0,0,0,0,,0,0,,0,1,,1 +steinbe01,1945,1,BOS,AL,78,304,39,78,8,3,3,20,10,6,31,29,,1,8,,4 +steinre01,1945,1,CLE,AL,12,20,0,3,0,0,0,2,0,0,1,4,,0,0,,1 +steinre01,1945,2,BOS,AL,26,59,6,12,1,0,0,4,0,0,14,2,,0,2,,2 +stephve01,1945,1,SLA,AL,149,571,90,165,27,3,24,89,2,1,55,70,,1,5,,11 +steveed01,1945,1,BRO,NL,55,201,29,55,14,3,4,29,0,,32,20,,1,3,,3 +stewama02,1945,1,CHN,NL,16,3,0,1,0,0,0,0,0,,0,1,,0,0,,0 +stirnsn01,1945,1,NYA,AL,152,632,107,195,32,22,10,64,33,17,78,62,,1,6,,9 +stonedi01,1945,1,WS1,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +strinni01,1945,1,PIT,NL,36,84,4,17,1,0,0,8,0,,4,11,,0,6,,3 +sukefcl01,1945,1,BRO,NL,18,51,2,15,1,0,0,1,0,,4,1,,0,0,,0 +swiftbo01,1945,1,DET,AL,95,279,19,65,5,0,0,24,1,0,26,22,,0,5,,7 +terryya01,1945,1,BOS,AL,12,18,0,2,0,0,0,0,1,0,0,4,,0,0,,0 +tiptoer01,1945,1,CIN,NL,108,331,32,80,17,1,5,34,11,,40,37,,2,9,,5 +tobinji01,1945,1,BSN,NL,41,77,9,11,3,0,3,12,0,,15,22,,1,0,,2 +tobinji01,1945,2,DET,AL,17,25,2,3,0,0,2,5,0,0,1,5,,0,1,,2 +tobinjo02,1945,1,BOS,AL,84,278,25,70,6,2,0,21,2,6,26,24,,2,5,,6 +torregi01,1945,1,WS1,AL,147,562,39,133,12,5,0,48,7,4,21,29,,0,15,,14 +touchcl01,1945,1,CHA,AL,6,1,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +travice01,1945,1,WS1,AL,15,54,4,13,2,1,0,10,0,1,4,5,,0,2,,3 +treadre01,1945,1,NY1,NL,88,224,31,54,4,2,4,23,3,,20,13,,0,5,,0 +treshmi01,1945,1,CHA,AL,150,458,50,114,12,0,0,47,6,3,65,37,,0,9,,9 +triplco01,1945,1,PHI,NL,120,363,36,87,11,1,7,46,6,,40,27,,0,0,,7 +troutdi01,1945,1,DET,AL,42,102,11,25,3,2,2,11,1,1,2,23,,0,0,,3 +truckvi01,1945,1,DET,AL,1,2,1,0,0,0,0,0,0,0,1,1,,0,0,,0 +turneji01,1945,1,NYA,AL,30,11,0,1,0,0,0,0,0,1,0,2,,1,0,,0 +ulisnmi01,1945,1,BSN,NL,11,18,4,7,1,0,1,4,0,,1,0,,0,0,,0 +ullrisa01,1945,1,WS1,AL,28,22,2,6,1,0,0,0,0,0,1,6,,0,1,,0 +unseral01,1945,1,CIN,NL,67,204,23,54,10,3,3,21,0,,14,24,,2,1,,4 +vandehy01,1945,1,CHN,NL,30,32,4,4,0,1,0,2,0,,1,4,,0,1,,1 +vaughfr01,1945,1,WS1,AL,80,268,28,63,7,4,1,25,0,3,23,48,,1,5,,3 +ventuvi01,1945,1,WS1,AL,18,58,4,12,0,0,0,2,0,0,4,4,,0,0,,3 +verbaem01,1945,1,SLN,NL,155,597,59,166,22,8,0,72,4,,19,15,,3,16,,9 +viteljo01,1945,1,PIT,NL,1,0,1,0,0,0,0,0,0,,0,0,,0,0,,0 +voisebi01,1945,1,NY1,NL,41,79,4,10,1,0,0,4,0,,6,15,,0,7,,3 +wahlke01,1945,1,CIN,NL,71,194,18,39,8,2,0,10,2,,23,22,,0,6,,3 +walczed01,1945,1,PHI,NL,20,57,6,12,3,0,0,2,0,,6,9,,0,0,,2 +walkedi02,1945,1,BRO,NL,154,607,102,182,42,9,8,124,6,,75,16,,5,1,,10 +walkege02,1945,1,CIN,NL,106,316,28,80,11,2,2,21,8,,16,38,,0,2,,5 +walkehu01,1945,1,DET,AL,28,23,4,3,0,0,0,1,1,0,9,4,,0,0,,1 +wallale01,1945,1,BSN,NL,6,6,0,0,0,0,0,0,0,,0,1,,0,1,,1 +walleno01,1945,1,BSN,NL,4,15,1,2,0,1,0,1,0,,1,1,,0,0,,0 +waltebu01,1945,1,CIN,NL,24,61,11,14,3,0,3,8,2,,3,14,,0,3,,2 +waltefr01,1945,1,BOS,AL,40,93,2,16,2,0,0,5,1,1,10,9,,0,0,,4 +wanerll01,1945,1,PIT,NL,23,19,5,5,0,0,0,1,0,,1,3,,0,0,,0 +wanerpa01,1945,1,NYA,AL,1,0,0,0,0,0,0,0,0,0,1,0,,0,0,,0 +warnelo01,1945,1,CHN,NL,9,2,1,0,0,0,0,0,0,,1,0,,0,0,,0 +wasdeji01,1945,1,PHI,NL,134,500,65,150,19,8,7,60,7,,32,11,,3,5,,7 +webbele01,1945,1,BRO,NL,17,22,3,2,1,0,0,1,1,,2,5,,0,6,,0 +webbsk01,1945,1,DET,AL,118,407,43,81,12,2,0,21,8,7,30,35,,0,12,,9 +wehmehe01,1945,1,CIN,NL,3,1,0,0,0,0,0,0,0,,0,1,,0,0,,0 +weingel01,1945,1,CLE,AL,20,39,5,9,1,0,0,1,0,0,4,11,,0,1,,0 +weintph01,1945,1,NY1,NL,82,283,45,77,9,1,10,42,2,,54,29,,0,4,,10 +welchmi02,1945,1,DET,AL,1,2,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +wentzst01,1945,1,BSN,NL,4,19,3,4,0,1,0,6,1,,0,3,,0,0,,0 +westle01,1945,1,SLA,AL,24,27,0,2,0,0,0,1,0,0,0,11,,0,1,,1 +wheeled02,1945,1,CLE,AL,46,72,12,14,2,0,0,1,1,1,8,13,,0,1,,0 +whitcbo01,1945,1,BSN,NL,9,3,1,1,0,0,0,0,0,,0,1,,0,0,,0 +whiteba01,1945,1,BRO,NL,4,1,2,0,0,0,0,0,0,,1,1,,0,0,,0 +wietewh01,1945,1,BSN,NL,123,428,53,116,15,3,4,33,4,,39,27,,2,2,,1 +wilkibo01,1945,1,PHA,AL,62,154,22,40,6,0,0,4,2,4,10,17,,0,1,,5 +wilkste01,1945,1,SLN,NL,18,30,2,4,0,0,0,1,0,,4,7,,0,1,,1 +willide02,1945,1,CHN,NL,59,100,16,28,2,2,2,5,0,,13,13,,0,2,,5 +willipa01,1945,1,CLE,AL,16,19,0,4,0,0,0,0,0,0,1,2,,0,0,,0 +williwo01,1945,1,CIN,NL,133,482,46,114,14,0,0,27,6,,39,24,,2,11,,7 +wilsoji02,1945,1,BOS,AL,25,53,5,13,3,0,0,3,0,0,2,7,,1,2,,1 +wilsowa01,1945,1,DET,AL,25,19,1,1,0,0,0,0,0,0,0,9,,0,2,,0 +wolffro01,1945,1,WS1,AL,33,84,2,9,1,0,0,6,0,0,6,20,,0,5,,2 +woodspi01,1945,1,BOS,AL,24,42,0,9,5,0,0,0,0,0,0,6,,0,1,,1 +workmch01,1945,1,BSN,NL,139,514,77,141,16,2,25,87,9,,51,58,,6,9,,8 +wrighed01,1945,1,BSN,NL,15,39,6,5,0,0,0,2,0,,1,3,,0,2,,1 +wyattwh01,1945,1,PHI,NL,10,16,1,2,1,0,0,0,0,,3,8,,0,0,,0 +wyseha01,1945,1,CHN,NL,38,101,6,17,2,0,0,7,0,,0,16,,0,8,,2 +yorkru01,1945,1,DET,AL,155,595,71,157,25,5,18,87,6,6,60,85,,0,0,,23 +youngpe01,1945,1,SLN,NL,27,47,5,7,1,0,1,4,0,,1,8,,0,2,,1 +zabalad01,1945,1,NY1,NL,11,13,2,3,0,0,0,0,0,,2,2,,0,0,,0 +zakfr01,1945,1,PIT,NL,15,28,2,4,2,0,0,3,0,,3,5,,0,1,,0 +zardojo01,1945,1,WS1,AL,54,131,13,38,5,3,0,13,3,1,7,11,,0,4,,5 +zimmero01,1945,1,NY1,NL,27,98,14,27,1,0,5,15,1,,5,16,,3,0,,2 +zoldasa01,1945,1,SLA,AL,27,20,0,1,0,0,0,1,0,0,0,8,,0,0,,0 +zuberbi01,1945,1,NYA,AL,21,42,1,7,0,1,0,3,0,0,1,13,,0,2,,1 +abernwo01,1946,1,NY1,NL,15,8,0,0,0,0,0,0,0,,0,4,,0,0,,0 +adamsac01,1946,1,NY1,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +adamsbo03,1946,1,CIN,NL,94,311,35,76,13,3,4,24,16,,18,32,,3,14,,7 +adamsbu01,1946,1,SLN,NL,81,173,21,32,6,0,5,22,3,,29,27,,3,4,,3 +adamsre01,1946,1,CHN,NL,8,1,0,0,0,0,0,0,0,,0,0,,0,0,,0 +albosed01,1946,1,PIT,NL,17,8,0,1,0,0,0,0,0,,0,4,,0,0,,1 +anderal01,1946,1,PIT,NL,2,1,0,0,0,0,0,0,0,,1,0,,0,0,,1 +anderfe01,1946,1,BRO,NL,79,199,19,51,10,0,2,14,1,,18,21,,4,7,,6 +andreer01,1946,1,BOS,AL,15,41,0,4,2,0,0,1,0,0,3,5,,0,0,,1 +andrena01,1946,1,CIN,NL,7,14,0,1,1,0,0,3,0,,1,7,,0,3,,0 +andrena01,1946,2,NY1,NL,3,2,0,1,0,0,0,1,0,,1,1,,0,0,,0 +applilu01,1946,1,CHA,AL,149,582,59,180,27,5,1,55,6,4,71,41,,0,6,,15 +archige01,1946,1,SLA,AL,4,11,1,2,1,0,0,0,0,0,0,1,,0,0,,0 +armstge01,1946,1,PHA,AL,8,6,0,1,1,0,0,0,0,0,1,1,,0,0,,0 +arnovmo01,1946,1,NY1,NL,1,3,0,0,0,0,0,0,0,,0,0,,0,0,,0 +astrojo01,1946,1,PHA,AL,4,7,0,1,0,0,0,0,0,0,0,2,,0,0,,1 +bagbyji02,1946,1,BOS,AL,21,42,2,5,1,0,0,2,0,0,2,9,,0,0,,3 +bahred01,1946,1,PIT,NL,29,45,2,8,0,1,0,5,0,,0,10,,0,1,,0 +bakerbi01,1946,1,PIT,NL,53,113,7,27,4,0,1,8,0,,12,6,,0,2,,3 +bakerfl01,1946,1,CHA,AL,9,24,2,6,1,0,0,3,0,0,2,3,,0,2,,0 +barnere02,1946,1,BRO,NL,16,17,1,4,0,0,0,0,0,,2,5,,0,0,,2 +barnhvi01,1946,1,PIT,NL,2,1,0,0,0,0,0,0,0,,0,0,,0,0,,0 +barrefr01,1946,1,BSN,NL,23,6,0,0,0,0,0,0,0,,0,2,,0,0,,0 +barrejo01,1946,1,PIT,NL,32,71,7,12,3,0,0,6,1,,8,11,,0,0,,0 +barrejo01,1946,2,BSN,NL,24,43,3,10,3,0,0,6,0,,12,1,,0,0,,1 +barrere01,1946,1,SLN,NL,23,17,1,1,0,0,0,1,0,,1,4,,0,2,,1 +bartedi01,1946,1,NY1,NL,5,2,0,0,0,0,0,0,0,,0,0,,0,0,,0 +bauerru01,1946,1,CHN,NL,15,10,1,3,1,0,0,2,0,,2,1,,0,0,,0 +beazljo01,1946,1,SLN,NL,19,33,2,8,1,0,0,4,0,,2,9,,0,3,,1 +beckehe02,1946,1,CHN,NL,9,7,0,2,0,0,0,1,0,,1,1,,0,0,,0 +beckehe02,1946,2,CLE,AL,50,147,15,44,10,1,0,17,1,0,23,18,,2,0,,2 +beggsjo01,1946,1,CIN,NL,28,63,4,14,2,0,0,2,0,,4,17,,0,7,,0 +behrmha01,1946,1,BRO,NL,47,42,1,4,0,0,0,2,0,,2,23,,0,4,,0 +bensove01,1946,1,PHA,AL,7,5,1,0,0,0,0,0,0,0,1,3,,0,0,,0 +bentoal01,1946,1,DET,AL,28,49,3,9,1,0,0,3,0,0,0,17,,0,5,,0 +berarjo01,1946,1,SLA,AL,144,582,70,154,29,5,5,68,2,4,34,58,,1,5,,16 +berrayo01,1946,1,NYA,AL,7,22,3,8,1,0,2,4,0,0,1,1,,0,0,,0 +berryjo03,1946,1,PHA,AL,5,3,0,1,0,0,0,0,0,0,0,2,,0,1,,0 +berryjo03,1946,2,CLE,AL,21,7,1,2,0,0,0,1,0,0,0,1,,0,1,,0 +bessehe01,1946,1,PHA,AL,7,5,0,0,0,0,0,0,0,0,1,2,,0,0,,0 +bevenbi01,1946,1,NYA,AL,31,84,5,7,0,0,2,5,1,0,2,39,,0,8,,2 +binksge01,1946,1,WS1,AL,65,134,13,26,3,0,0,12,1,0,6,16,,0,1,,3 +biscafr01,1946,1,SLA,AL,16,3,1,0,0,0,0,0,0,0,0,0,,0,0,,0 +bithohi01,1946,1,CHN,NL,26,28,4,5,0,0,0,2,0,,1,2,,0,2,,2 +blackdo01,1946,1,CLE,AL,18,10,1,2,1,0,0,1,0,0,0,3,,0,1,,0 +blackew01,1946,1,CIN,NL,33,56,2,6,1,0,0,2,0,,1,12,,0,6,,0 +blattbu01,1946,1,NY1,NL,126,420,63,107,18,6,11,49,12,,56,52,,6,6,,6 +blockcy01,1946,1,CHN,NL,6,13,2,3,0,0,0,0,0,,4,0,,0,0,,0 +bloodji01,1946,1,DET,AL,76,249,25,61,8,1,5,36,3,3,12,26,,2,8,,10 +bockmed01,1946,1,NYA,AL,4,12,2,1,1,0,0,0,0,0,1,4,,0,0,,0 +bonhati01,1946,1,NYA,AL,18,31,4,4,0,0,0,1,0,0,4,5,,0,1,,0 +borowha01,1946,1,CHN,NL,33,72,9,13,4,1,0,8,0,,1,18,,0,7,,0 +boudrlo01,1946,1,CLE,AL,140,515,51,151,30,6,6,62,6,7,40,14,,1,15,,11 +bradlge02,1946,1,SLA,AL,4,12,2,2,1,0,0,3,0,0,0,1,,0,0,,2 +bradybo01,1946,1,BSN,NL,3,5,0,1,0,0,0,0,0,,1,1,,0,0,,0 +brancra01,1946,1,BRO,NL,24,18,3,2,0,0,0,0,0,,5,8,,0,0,,1 +brazlal01,1946,1,SLN,NL,37,52,5,11,0,0,0,2,0,,0,2,,0,2,,6 +brechha01,1946,1,SLN,NL,37,83,2,11,1,0,0,6,0,,3,17,,0,1,,4 +breweja01,1946,1,NY1,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brewsch01,1946,1,CLE,AL,3,2,0,0,0,0,0,0,0,0,1,1,,0,0,,0 +bridgto01,1946,1,DET,AL,9,3,1,0,0,0,0,0,0,0,2,2,,0,0,,0 +brownbo03,1946,1,NYA,AL,7,24,1,8,1,0,0,1,0,0,4,0,,0,1,,2 +brownji03,1946,1,PIT,NL,79,241,23,58,6,0,0,12,3,,18,5,,0,4,,8 +brownma01,1946,1,BOS,AL,18,5,0,0,0,0,0,0,0,0,0,0,,0,1,,0 +brownno01,1946,1,PHA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +budnimi01,1946,1,NY1,NL,35,20,2,6,1,0,1,3,0,,2,3,,0,0,,0 +buricbi01,1946,1,PHI,NL,2,1,1,0,0,0,0,0,0,,0,0,,0,0,,0 +burkhke01,1946,1,SLN,NL,25,34,2,5,1,1,0,3,0,,1,8,,0,0,,1 +burpoge01,1946,1,CIN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +butlabi01,1946,1,BOS,AL,5,4,0,1,0,0,0,2,0,0,0,1,,0,0,,0 +byrneto01,1946,1,NYA,AL,14,9,2,2,0,0,0,0,0,0,1,0,,0,0,,0 +caldwea01,1946,1,CHA,AL,39,18,2,3,0,0,0,2,0,0,5,4,,0,2,,0 +camelha01,1946,1,PIT,NL,42,96,8,20,2,2,0,5,0,,8,9,,0,1,,1 +campbpa01,1946,1,BOS,AL,28,26,3,3,1,0,0,0,0,0,2,7,,0,0,,0 +candimi01,1946,1,WS1,AL,9,6,1,2,1,0,0,0,0,0,0,1,,0,0,,0 +cardejo01,1946,1,NY1,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +careyto02,1946,1,BOS,AL,3,5,0,1,0,0,0,0,0,0,0,1,,0,0,,1 +carpebo01,1946,1,NY1,NL,12,10,1,1,0,0,0,0,0,,1,2,,0,2,,0 +casege01,1946,1,CLE,AL,118,484,46,109,23,4,1,22,28,11,34,38,,3,7,,6 +caseyhu01,1946,1,BRO,NL,46,22,1,3,0,0,0,0,0,,2,4,,0,5,,1 +castege01,1946,1,DET,AL,26,7,0,1,0,0,0,0,0,0,0,2,,0,1,,0 +caulfja01,1946,1,PHA,AL,44,94,13,26,8,0,0,10,0,0,4,11,,0,0,,2 +cavarph01,1946,1,CHN,NL,139,510,89,150,28,10,8,78,2,,88,54,,3,1,,16 +centepe01,1946,1,CLE,AL,21,3,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +chandsp01,1946,1,NYA,AL,34,94,9,14,5,2,0,3,0,0,2,27,,0,5,,3 +chapmbe01,1946,1,PHI,NL,1,1,1,0,0,0,0,0,0,,0,0,,0,0,,0 +chapmsa01,1946,1,PHA,AL,146,545,77,142,22,5,20,67,1,3,54,66,,0,2,,22 +chipmbo01,1946,1,CHN,NL,34,33,1,2,0,0,0,3,0,,1,17,,0,1,,0 +chrisma01,1946,1,SLA,AL,128,458,40,118,22,2,1,41,0,2,22,29,,2,4,,15 +chrisru01,1946,1,PHA,AL,30,36,2,5,1,1,0,5,0,0,1,9,,0,1,,1 +clayda01,1946,1,CIN,NL,121,435,52,99,17,0,2,22,11,,53,40,,5,9,,5 +clemebi01,1946,1,PIT,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +coangi01,1946,1,WS1,AL,59,134,17,28,3,2,3,9,2,2,7,37,,4,2,,1 +colemjo04,1946,1,PHA,AL,4,5,0,2,0,0,0,0,0,0,0,3,,0,0,,0 +colmafr01,1946,1,PIT,NL,26,53,3,9,3,0,1,6,0,,2,7,,1,0,,0 +colmafr01,1946,2,NYA,AL,5,15,2,4,0,0,1,5,0,0,1,1,,0,0,,0 +conwaja01,1946,1,CLE,AL,68,258,24,58,6,2,0,18,2,2,20,36,,0,4,,5 +coopemo01,1946,1,BSN,NL,28,67,5,14,1,0,1,7,0,,2,14,,0,8,,2 +coopepa01,1946,1,PHA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +coopewa01,1946,1,NY1,NL,87,280,29,75,10,1,8,46,0,,17,12,,0,3,,10 +corbicl01,1946,1,CIN,NL,82,274,25,68,10,1,1,16,3,,23,13,,1,9,,4 +corrijo01,1946,1,BRO,NL,1,0,1,0,0,0,0,0,0,,0,0,,0,0,,0 +coscape01,1946,1,PIT,NL,3,2,0,1,1,0,0,0,0,,0,0,,0,0,,0 +coxbi02,1946,1,PIT,NL,121,411,32,119,22,6,2,36,4,,26,15,,1,10,,4 +cramedo01,1946,1,DET,AL,68,204,26,60,8,2,1,26,3,0,15,8,,0,5,,6 +crawfgl01,1946,1,PHI,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,,1 +crosefr01,1946,1,NYA,AL,28,59,4,17,3,0,0,3,0,3,8,2,,1,1,,0 +crossje01,1946,1,SLN,NL,49,69,17,15,3,0,0,6,4,,10,8,,0,1,,1 +culbele01,1946,1,BOS,AL,59,179,34,56,10,1,3,18,3,2,16,19,,0,9,,4 +culledi01,1946,1,BSN,NL,134,482,70,123,15,3,0,33,7,,62,18,,2,7,,15 +cullero01,1946,1,DET,AL,113,328,63,110,21,0,15,56,3,0,88,39,,1,2,,5 +curtive01,1946,1,WS1,AL,11,2,0,0,0,0,0,0,0,0,0,2,,0,0,,0 +curtrgu01,1946,1,CHA,AL,23,55,7,11,2,0,0,5,0,1,11,14,,0,1,,3 +dahlgba01,1946,1,SLA,AL,28,80,2,14,1,0,0,9,0,1,8,13,,0,1,,2 +dalledo01,1946,1,CHN,NL,65,89,4,20,2,2,1,9,1,,23,12,,0,0,,6 +darkal01,1946,1,BSN,NL,15,13,0,3,3,0,0,1,0,,0,3,,0,0,,0 +dassofr01,1946,1,CIN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +daviscu01,1946,1,BRO,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +davisot01,1946,1,BRO,NL,1,0,1,0,0,0,0,0,0,,0,0,,0,0,,0 +derryru01,1946,1,PHA,AL,69,184,17,38,8,5,0,14,0,0,27,54,,1,2,,2 +desauge01,1946,1,PHA,AL,52,130,10,28,3,1,0,13,1,1,12,16,,0,3,,3 +detwedu01,1946,1,BSN,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,,0 +deutsme01,1946,1,BOS,AL,3,2,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +dickebi01,1946,1,NYA,AL,54,134,10,35,8,0,2,10,0,1,19,12,,1,2,,6 +dickege02,1946,1,CHA,AL,37,78,8,15,1,0,0,1,0,2,12,13,,0,1,,2 +dicksmu01,1946,1,SLN,NL,47,65,8,18,5,1,0,6,0,,1,6,,0,1,,0 +dietrbi01,1946,1,CHA,AL,11,19,0,1,0,0,0,0,0,0,0,14,,0,0,,0 +dillibo01,1946,1,SLA,AL,83,225,33,63,6,3,0,11,8,1,19,30,,2,3,,8 +dimagdo01,1946,1,BOS,AL,142,534,85,169,24,7,7,73,10,6,66,58,,1,9,,16 +dimagjo01,1946,1,NYA,AL,132,503,81,146,20,8,25,95,1,0,59,24,,2,3,,13 +dimagvi01,1946,1,PHI,NL,6,19,1,4,1,0,0,1,0,,0,7,,0,0,,1 +dimagvi01,1946,2,NY1,NL,15,25,2,0,0,0,0,0,0,,2,5,,0,1,,2 +dingeva01,1946,1,PHI,NL,50,104,7,32,5,1,1,10,2,,9,12,,0,0,,4 +dobsojo01,1946,1,BOS,AL,32,50,5,5,0,0,0,2,0,0,4,28,,0,6,,0 +doerrbo01,1946,1,BOS,AL,151,583,95,158,34,9,18,116,5,6,66,67,,1,9,,18 +donnebl01,1946,1,SLN,NL,13,0,0,0,0,0,0,0,0,,1,0,,0,0,,0 +donnebl01,1946,2,PHI,NL,12,25,5,7,1,0,0,2,0,,2,7,,0,0,,1 +dreiscl01,1946,1,BOS,AL,20,10,0,0,0,0,0,0,0,0,1,7,,0,2,,0 +drescbi01,1946,1,NYA,AL,5,6,0,2,1,0,0,1,0,0,0,0,,0,0,,0 +drewska01,1946,1,NYA,AL,3,1,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +dusaker01,1946,1,SLN,NL,100,275,38,66,9,1,9,42,7,,33,63,,0,5,,6 +earlyja01,1946,1,WS1,AL,64,189,13,38,6,0,4,18,0,0,23,27,,0,0,,3 +edwarbr01,1946,1,BRO,NL,92,292,24,78,13,5,1,25,1,,34,20,,2,10,,9 +edwarha01,1946,1,CLE,AL,124,458,62,138,33,16,10,54,1,3,43,48,,0,1,,3 +elliobo01,1946,1,PIT,NL,140,486,50,128,25,3,5,68,6,,64,44,,2,7,,15 +embrere01,1946,1,CLE,AL,28,70,6,13,3,0,0,6,0,0,2,8,,0,7,,1 +emmersl01,1946,1,NY1,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +endicbi01,1946,1,SLN,NL,20,20,2,4,3,0,0,3,0,,4,4,,0,0,,1 +ennisde01,1946,1,PHI,NL,141,540,70,169,30,6,17,73,5,,39,65,,4,0,,8 +erickpa01,1946,1,CHN,NL,32,40,1,2,1,0,0,0,0,,0,16,,0,6,,2 +ettenni01,1946,1,NYA,AL,108,323,37,75,14,1,9,49,0,1,38,35,,1,2,,5 +evansal01,1946,1,WS1,AL,88,272,30,69,10,4,2,30,1,2,30,28,,2,2,,6 +eversho01,1946,1,DET,AL,81,304,42,81,8,4,4,33,7,1,34,43,,2,1,,5 +faganev01,1946,1,PHA,AL,20,14,4,4,0,0,0,0,0,0,1,5,,0,0,,1 +fannicl01,1946,1,SLA,AL,27,31,4,5,0,0,0,2,0,0,1,5,,0,0,,1 +feldmha01,1946,1,NY1,NL,3,1,0,0,0,0,0,0,0,,0,0,,0,0,,0 +fellebo01,1946,1,CLE,AL,48,124,9,16,1,1,0,7,0,0,9,49,,0,8,,4 +ferenst01,1946,1,SLA,AL,34,24,1,4,0,0,0,0,0,0,1,9,,0,2,,0 +fernaed01,1946,1,CHA,AL,14,32,4,8,2,0,0,4,0,0,8,7,,0,0,,1 +fernana01,1946,1,BSN,NL,115,372,37,95,15,2,2,42,1,,30,44,,1,10,,11 +ferrida01,1946,1,BOS,AL,45,115,12,24,6,0,0,7,0,0,5,19,,0,2,,3 +ferrito01,1946,1,CLE,AL,9,3,0,2,1,0,0,0,0,0,0,0,,0,0,,0 +ferrito01,1946,2,SLA,AL,25,4,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +finnelo01,1946,1,SLA,AL,16,30,0,9,0,0,0,3,0,0,2,4,,0,1,,0 +fischru01,1946,1,NY1,NL,15,9,1,1,0,0,0,1,0,,0,5,,0,0,,0 +flanira01,1946,1,CLE,AL,3,2,0,1,0,0,0,0,0,0,1,0,,0,0,,0 +flemibi01,1946,1,CHN,NL,14,3,0,0,0,0,0,0,0,,0,0,,0,0,,0 +flemile01,1946,1,CLE,AL,99,306,40,85,17,5,8,42,1,0,50,42,,2,0,,8 +fletcel01,1946,1,PIT,NL,148,532,72,136,25,8,4,66,4,,111,37,,0,8,,7 +floreje01,1946,1,PHA,AL,29,44,3,11,1,0,0,7,0,0,7,7,,0,5,,0 +fowledi01,1946,1,PHA,AL,32,71,1,13,1,0,0,3,0,0,0,9,,0,2,,1 +foxho01,1946,1,CIN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +freylo01,1946,1,CIN,NL,111,333,46,82,10,3,3,24,5,,63,31,,1,3,,5 +furilca01,1946,1,BRO,NL,117,335,29,95,18,6,3,35,6,,31,20,,1,12,,10 +gableke01,1946,1,PIT,NL,32,24,2,6,3,0,0,1,0,,1,5,,0,2,,1 +galanau01,1946,1,BRO,NL,99,274,53,85,22,5,3,38,8,,68,21,,2,4,,1 +galehde01,1946,1,SLA,AL,30,55,2,5,0,0,0,1,0,0,3,23,,0,6,,3 +garagjo01,1946,1,SLN,NL,74,211,21,50,4,1,3,22,0,,23,25,,0,1,,4 +garrice01,1946,1,CHN,NL,6,5,1,0,0,0,0,0,0,,0,2,,1,0,,0 +garrifo01,1946,1,PHA,AL,9,37,1,4,0,0,0,0,0,0,0,6,,0,0,,2 +gassach01,1946,1,CLE,AL,13,15,2,1,0,0,0,2,0,0,1,9,,0,0,,1 +geejo01,1946,1,NY1,NL,13,13,0,3,0,0,0,0,0,,0,5,,0,1,,0 +gentrru01,1946,1,DET,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gerheal01,1946,1,PIT,NL,36,21,3,7,2,0,0,1,0,,0,11,,0,0,,0 +getteal01,1946,1,NYA,AL,26,32,0,4,0,0,0,1,0,0,0,5,,0,3,,0 +gilbean01,1946,1,BOS,AL,2,1,1,0,0,0,0,0,0,0,0,0,,0,0,,0 +gilbech01,1946,1,CHN,NL,15,13,2,1,0,0,0,1,0,,1,4,,0,0,,1 +gilbech01,1946,2,PHI,NL,88,260,34,63,5,2,1,17,3,,25,18,,2,6,,2 +gilleca01,1946,1,BSN,NL,99,224,30,51,10,1,1,14,3,,39,27,,0,7,,4 +gionfal01,1946,1,PIT,NL,64,102,11,26,2,2,0,10,1,,14,5,,0,0,,1 +gladdji01,1946,1,NY1,NL,4,11,0,1,0,0,0,0,0,,1,4,,0,0,,0 +glossal01,1946,1,CHN,NL,4,10,2,0,0,0,0,0,0,,1,3,,2,1,,0 +goldslo01,1946,1,CIN,NL,6,5,1,0,0,0,0,0,0,,1,1,,0,0,,0 +goolsra01,1946,1,WS1,AL,3,4,0,0,0,0,0,0,0,0,1,1,,0,1,,0 +gordojo01,1946,1,NYA,AL,112,376,35,79,15,0,11,47,2,5,49,72,,4,2,,14 +gordosi01,1946,1,NY1,NL,135,450,64,132,15,4,5,45,1,,60,27,,3,7,,15 +gorniha01,1946,1,PIT,NL,7,3,0,0,0,0,0,0,0,,0,2,,0,0,,0 +gorsijo01,1946,1,DET,AL,14,3,1,2,1,0,0,0,0,0,0,0,,0,0,,0 +gracejo01,1946,1,SLA,AL,48,161,21,37,7,2,1,13,1,3,16,20,,2,4,,4 +gracejo01,1946,2,WS1,AL,77,321,39,97,17,4,2,31,1,4,24,19,,4,3,,6 +grahaja01,1946,1,BRO,NL,2,5,0,1,0,0,0,0,0,,0,0,,0,0,,0 +grahaja01,1946,2,NY1,NL,100,270,34,59,6,4,14,47,1,,23,37,,1,1,,5 +grassmi01,1946,1,NY1,NL,7,22,1,3,0,0,0,1,0,,0,3,,0,0,,3 +gratedo01,1946,1,PHI,NL,3,1,0,0,0,0,0,0,0,,1,0,,0,0,,0 +grayte01,1946,1,DET,AL,3,3,0,0,0,0,0,0,0,0,1,2,,0,0,,0 +greenha01,1946,1,DET,AL,142,523,91,145,29,5,44,127,5,1,80,88,,0,1,,17 +greggha01,1946,1,BRO,NL,26,32,3,4,0,0,0,1,0,,2,13,,0,6,,2 +griffle01,1946,1,PHA,AL,10,1,0,0,0,0,0,0,0,0,1,0,,0,0,,0 +grimeos01,1946,1,NYA,AL,14,39,1,8,1,0,0,4,0,1,1,7,,0,1,,0 +grimeos01,1946,2,PHA,AL,59,191,28,50,5,0,1,20,2,0,27,29,,1,11,,7 +grissma01,1946,1,NY1,NL,4,5,0,1,0,0,0,0,0,,0,1,,0,0,,0 +grodzjo01,1946,1,SLN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gromest01,1946,1,CLE,AL,37,56,4,11,0,0,0,0,1,0,2,14,,0,0,,2 +grothjo01,1946,1,DET,AL,4,9,1,0,0,0,0,0,0,0,0,3,,0,0,,0 +groveor01,1946,1,CHA,AL,33,65,2,7,0,1,0,2,0,2,5,27,,0,3,,2 +guerrmi01,1946,1,WS1,AL,41,83,3,21,2,1,0,4,1,0,5,6,,0,2,,3 +guintbe01,1946,1,PIT,NL,2,3,0,0,0,0,0,0,0,,0,0,,0,0,,0 +gumbeha01,1946,1,CIN,NL,36,32,1,8,0,0,0,1,0,,1,6,,0,1,,1 +gumpera01,1946,1,NYA,AL,33,47,3,6,0,0,0,1,0,0,0,10,,0,1,,1 +gustifr01,1946,1,PIT,NL,131,495,60,128,23,6,8,52,2,,40,52,,3,10,,13 +guttedo01,1946,1,BOS,AL,22,47,8,11,3,0,1,6,0,0,2,7,,0,3,,1 +haasbe01,1946,1,CIN,NL,140,535,57,141,24,7,3,50,22,,33,42,,3,9,,10 +hackst01,1946,1,CHN,NL,92,323,55,92,13,4,0,26,3,,83,32,,0,3,,6 +haefnmi01,1946,1,WS1,AL,33,74,6,15,2,0,0,3,0,0,10,15,,0,4,,2 +halleja01,1946,1,PIT,NL,35,26,0,6,1,0,0,0,0,,0,4,,0,2,,0 +hallir01,1946,1,PHA,AL,63,185,19,46,6,2,0,19,1,1,9,18,,1,7,,6 +hamnegr01,1946,1,PHI,NL,2,7,0,1,0,0,0,0,0,,0,3,,0,0,,0 +hamnera01,1946,1,CHA,AL,25,18,1,3,1,0,0,2,0,0,1,7,,0,2,,1 +handlge01,1946,1,PHA,AL,89,251,31,63,8,5,0,21,8,3,22,25,,0,6,,6 +handlle01,1946,1,PIT,NL,116,416,43,99,8,7,1,28,4,,29,20,,1,10,,10 +hanyzed01,1946,1,CHN,NL,3,1,0,0,0,0,0,0,0,,0,0,,0,0,,0 +hardeme01,1946,1,CLE,AL,13,35,1,3,0,0,0,1,0,0,1,14,,0,0,,2 +harrilu01,1946,1,PHA,AL,34,36,1,8,0,0,1,4,0,0,1,5,,0,4,,1 +harrimi01,1946,1,BOS,AL,34,78,11,18,1,0,0,5,0,0,10,21,,0,5,,3 +harrine01,1946,1,DET,AL,1,1,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +hasendo01,1946,1,PHI,NL,6,12,0,1,1,0,0,0,0,,0,2,,0,0,,0 +hattejo01,1946,1,BRO,NL,42,79,4,6,1,0,0,4,1,,2,24,,0,4,,0 +hattogr01,1946,1,CIN,NL,116,436,56,118,18,3,14,69,6,,66,53,,2,3,,3 +hayesfr01,1946,1,CLE,AL,51,156,11,40,12,0,3,18,1,3,21,26,,0,4,,7 +hayesfr01,1946,2,CHA,AL,53,179,15,38,6,0,2,16,1,1,29,33,,0,3,,7 +haynejo01,1946,1,CHA,AL,32,57,4,14,4,0,0,6,0,0,1,10,,0,3,,1 +headed01,1946,1,BRO,NL,13,16,2,5,1,0,0,1,0,,1,2,,0,0,,0 +heathje01,1946,1,WS1,AL,48,166,23,47,12,3,4,27,0,4,36,36,,0,1,,1 +heathje01,1946,2,SLA,AL,86,316,46,87,20,4,12,57,0,2,37,37,,1,1,,2 +heflira01,1946,1,BOS,AL,5,3,0,2,0,0,0,1,0,0,0,0,,0,0,,0 +heganji01,1946,1,CLE,AL,88,271,29,64,11,5,0,17,1,4,17,44,,1,3,,8 +heintke01,1946,1,PIT,NL,32,44,4,6,0,0,0,3,0,,5,12,,0,6,,4 +helfha01,1946,1,SLA,AL,71,182,17,35,11,0,6,21,0,1,9,40,,1,2,,5 +hemslro01,1946,1,PHI,NL,49,139,7,31,4,1,0,11,0,,9,10,,0,4,,2 +hendrdo01,1946,1,BSN,NL,2,1,0,0,0,0,0,0,0,,0,0,,0,0,,0 +henrito01,1946,1,NYA,AL,150,565,92,142,25,4,19,83,5,2,87,63,,7,12,,6 +hermabi01,1946,1,BRO,NL,47,184,24,53,8,4,0,28,2,,26,10,,0,1,,6 +hermabi01,1946,2,BSN,NL,75,252,32,77,23,1,3,22,1,,43,13,,1,5,,8 +hermage01,1946,1,BRO,NL,64,110,15,22,2,2,0,8,2,,17,10,,1,0,,5 +herriar01,1946,1,BRO,NL,35,22,2,4,2,0,0,0,0,,1,2,,0,1,,1 +hetkijo01,1946,1,CIN,NL,32,33,4,11,1,0,0,3,0,,1,3,,0,5,,1 +heussed01,1946,1,CIN,NL,29,53,8,11,3,0,0,1,0,,3,11,,0,4,,1 +higbeki01,1946,1,BRO,NL,42,77,5,10,2,0,0,7,0,,0,11,,0,6,,0 +higgipi01,1946,1,DET,AL,18,60,2,13,3,1,0,8,0,1,5,6,,0,1,,1 +higgipi01,1946,2,BOS,AL,64,200,18,55,11,1,2,28,0,2,24,24,,1,2,,8 +hillefr01,1946,1,NYA,AL,3,4,0,1,0,0,0,0,0,0,0,0,,0,1,,0 +hitchbi01,1946,1,DET,AL,3,3,0,0,0,0,0,0,0,0,1,0,,0,0,,0 +hitchbi01,1946,2,WS1,AL,98,354,27,75,8,3,0,25,2,4,26,52,,1,4,,10 +hodgira01,1946,1,CHA,AL,87,258,32,65,10,1,0,25,0,1,19,6,,2,3,,10 +hodkeel01,1946,1,PHI,NL,2,2,0,0,0,0,0,0,0,,0,0,,0,0,,0 +hoersle01,1946,1,PHI,NL,18,17,0,1,0,0,0,0,0,,1,6,,0,2,,0 +hoffest01,1946,1,BSN,NL,20,58,3,12,1,1,0,10,0,,3,6,,0,4,,1 +hollial01,1946,1,SLA,AL,5,2,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +hollial01,1946,2,CHA,AL,21,12,1,0,0,0,0,0,0,0,1,3,,0,2,,1 +holmeto01,1946,1,BSN,NL,149,568,80,176,35,6,6,79,7,,58,14,,3,13,,15 +hoppeji01,1946,1,PIT,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hoppjo01,1946,1,BSN,NL,129,445,71,148,23,8,3,48,21,,34,34,,5,8,,7 +houttar01,1946,1,DET,AL,1,2,0,1,0,0,0,1,0,0,0,0,,0,1,,0 +howarle01,1946,1,PIT,NL,3,5,0,0,0,0,0,0,0,,0,4,,0,0,,0 +hudsosi01,1946,1,WS1,AL,31,43,2,12,3,0,0,4,0,1,0,2,,0,1,,0 +hughero01,1946,1,PHI,NL,89,276,23,65,11,1,0,22,7,,19,15,,1,5,,6 +hugheto04,1946,1,PHI,NL,29,31,2,3,1,0,0,1,0,,2,13,,0,2,,0 +hughste01,1946,1,BOS,AL,39,91,5,12,1,0,0,4,0,0,8,28,,0,10,,1 +humphjo02,1946,1,PHI,NL,10,8,0,2,0,0,0,1,0,,0,1,,0,0,,0 +hutchfr01,1946,1,DET,AL,40,89,11,28,4,0,0,13,0,0,6,1,,0,2,,1 +hutchjo02,1946,1,BSN,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,,0 +jarviro01,1946,1,PIT,NL,2,4,0,1,0,0,0,0,0,,1,1,,0,0,,0 +javeral01,1946,1,BSN,NL,2,1,0,0,0,0,0,0,0,,0,0,,0,0,,0 +johnsbi03,1946,1,NYA,AL,85,296,51,77,14,5,4,35,1,0,31,42,,2,5,,5 +johnsch03,1946,1,SLA,AL,5,6,1,0,0,0,0,1,0,0,0,3,,0,0,,0 +johnsdo02,1946,1,CHN,NL,83,314,37,76,10,1,1,19,6,,26,39,,3,10,,7 +johnsea01,1946,1,BOS,AL,29,22,4,5,2,0,0,4,0,0,4,9,,0,1,,1 +johnssi01,1946,1,PHI,NL,1,1,0,1,0,0,0,0,0,,0,0,,0,0,,0 +johnssi01,1946,2,BSN,NL,28,37,0,5,0,0,0,5,0,,1,14,,0,4,,0 +johnsvi01,1946,1,CLE,AL,9,2,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +jonesja03,1946,1,CHA,AL,24,79,10,21,5,1,3,13,0,0,2,13,,0,1,,3 +jonesni01,1946,1,SLN,NL,16,12,3,4,0,0,0,1,0,,2,2,,0,0,,2 +jonessh01,1946,1,NY1,NL,6,8,0,2,0,0,0,0,0,,0,3,,0,0,,0 +jordato01,1946,1,CHA,AL,10,15,1,4,2,1,0,0,0,0,0,1,,0,0,,3 +jordato01,1946,2,CLE,AL,14,35,2,7,1,0,1,3,1,1,3,1,,0,1,,2 +joycebo01,1946,1,NY1,NL,14,19,2,3,1,0,1,1,0,,0,1,,0,1,,1 +juddos01,1946,1,PHI,NL,46,79,7,25,2,1,1,8,0,,4,4,,0,4,,1 +judniwa01,1946,1,SLA,AL,142,511,60,134,23,4,15,72,0,4,60,54,,0,2,,8 +jurgebi01,1946,1,CHN,NL,82,221,26,49,9,2,0,17,3,,43,28,,1,5,,8 +jurisal01,1946,1,PHI,NL,13,23,3,3,1,0,0,2,0,,2,7,,0,2,,1 +karlan01,1946,1,PHI,NL,39,10,0,1,0,0,0,2,0,,1,3,,0,2,,1 +karpehe01,1946,1,NYA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kellech01,1946,1,NYA,AL,150,538,98,148,29,10,30,101,1,4,113,101,,4,0,,5 +kellge01,1946,1,PHA,AL,26,87,3,26,6,1,0,11,0,0,10,6,,1,2,,1 +kellge01,1946,2,DET,AL,105,434,67,142,19,9,4,41,3,2,30,14,,0,13,,11 +keltnke01,1946,1,CLE,AL,116,398,47,96,17,1,13,45,0,3,30,38,,0,7,,14 +kennebi01,1946,1,WS1,AL,21,8,0,1,0,0,0,0,0,0,0,2,,0,1,,0 +kennebo01,1946,1,CHA,AL,113,411,43,106,13,5,5,34,6,8,24,42,,1,0,,11 +kennemo01,1946,1,NY1,NL,38,64,3,15,4,0,0,8,0,,1,19,,1,2,,0 +kerrbu01,1946,1,NY1,NL,145,497,50,124,20,3,6,40,7,,53,31,,2,19,,10 +kindeel01,1946,1,SLA,AL,33,19,1,1,0,0,0,0,0,0,2,6,,0,2,,1 +kinerra01,1946,1,PIT,NL,144,502,63,124,17,3,23,81,3,,74,109,,1,2,,15 +kleinlo01,1946,1,SLN,NL,23,93,12,18,3,0,1,4,1,,9,7,,0,3,,0 +kliemed01,1946,1,CLE,AL,9,1,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +klingbo01,1946,1,BOS,AL,28,16,1,5,0,0,0,2,0,0,0,2,,0,3,,1 +kluttcl01,1946,1,NY1,NL,5,8,0,3,0,0,0,1,0,,0,1,,0,0,,0 +kluttcl01,1946,2,SLN,NL,52,136,8,36,7,0,0,14,0,,10,10,,0,5,,1 +knerrlo01,1946,1,PHA,AL,30,50,1,9,2,0,0,2,0,0,1,8,,1,1,,2 +knottja01,1946,1,PHA,AL,3,0,0,0,0,0,0,0,0,0,0,0,,0,1,,0 +koechdi01,1946,1,PHI,NL,1,1,0,0,0,0,0,0,0,,0,1,,0,0,,0 +kollodo01,1946,1,CHA,AL,123,482,45,135,23,4,3,53,14,6,9,29,,0,9,,5 +konopbr01,1946,1,PHA,AL,38,93,7,22,4,1,0,9,0,0,4,8,,0,1,,3 +konstji01,1946,1,BSN,NL,10,2,0,0,0,0,0,0,0,,1,0,,0,0,,0 +kosloda01,1946,1,NY1,NL,41,88,7,11,2,0,0,6,0,,4,39,,0,1,,1 +krakajo01,1946,1,CLE,AL,29,10,0,0,0,0,0,0,0,0,0,4,,0,0,,0 +krameja01,1946,1,SLA,AL,31,59,7,8,1,0,0,3,0,1,6,25,,0,8,,0 +krausja01,1946,1,NY1,NL,17,3,0,0,0,0,0,0,0,,0,1,,0,0,,0 +kressre01,1946,1,NY1,NL,1,1,0,0,0,0,0,0,0,,1,0,,0,0,,0 +kretllo01,1946,1,DET,AL,1,4,1,2,1,0,0,1,0,0,0,1,,0,0,,0 +kristho01,1946,1,SLN,NL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kuheljo01,1946,1,WS1,AL,14,20,2,3,0,0,0,2,0,0,5,2,,0,0,,0 +kuheljo01,1946,2,CHA,AL,64,238,24,65,9,3,4,20,4,4,21,24,,1,3,,7 +kurowwh01,1946,1,SLN,NL,142,519,76,156,32,5,14,89,2,,72,47,,5,5,,10 +kushem01,1946,1,CHN,NL,40,38,3,8,1,0,0,1,0,,0,5,,0,0,,0 +kuzavbo01,1946,1,CLE,AL,2,5,0,1,0,0,0,0,0,0,0,3,,0,0,,0 +laabsch01,1946,1,SLA,AL,80,264,40,69,13,0,16,52,3,1,20,50,,1,0,,11 +ladedo01,1946,1,CHN,NL,3,5,0,1,0,0,0,0,0,,0,3,,0,1,,0 +lajesdi01,1946,1,NY1,NL,6,10,3,2,0,0,0,0,0,,3,2,,1,0,,0 +lakeed01,1946,1,DET,AL,155,587,105,149,24,1,8,31,15,9,103,69,,4,9,,8 +lakemal01,1946,1,CIN,NL,23,30,0,4,0,0,0,4,0,,2,7,,0,0,,0 +lamacal01,1946,1,SLA,AL,8,3,1,0,0,0,0,0,0,0,1,2,,0,0,,0 +lamacal01,1946,2,WS1,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lamanra01,1946,1,CIN,NL,85,239,18,58,12,0,1,30,0,,11,26,,3,3,,8 +lambecl01,1946,1,CIN,NL,23,13,0,2,0,0,0,0,0,,0,6,,0,0,,0 +laniema01,1946,1,SLN,NL,6,25,1,5,0,0,0,2,0,,1,1,,0,0,,1 +lannijo01,1946,1,PIT,NL,27,21,0,3,1,0,0,0,0,,1,4,,0,3,,1 +lavagco01,1946,1,BRO,NL,88,242,36,57,9,1,3,27,3,,38,17,,0,6,,7 +lawinga01,1946,1,CIN,NL,2,3,0,0,0,0,0,0,0,,0,2,,0,0,,1 +lawinga01,1946,2,NY1,NL,8,12,2,2,0,0,0,0,0,,0,3,,0,0,,0 +lazorjo01,1946,1,BOS,AL,23,29,1,4,0,0,1,4,0,0,2,11,,0,0,,2 +leebi02,1946,1,BSN,NL,25,47,0,8,0,0,0,7,0,,2,5,,0,3,,0 +leeth01,1946,1,CHA,AL,7,15,0,4,0,0,0,3,0,0,0,4,,0,0,,1 +lehnepa01,1946,1,SLA,AL,16,45,6,10,1,2,0,5,0,0,1,5,,0,0,,0 +lemonbo01,1946,1,CLE,AL,55,89,9,16,3,0,1,4,0,1,7,18,,0,3,,0 +leonadu02,1946,1,WS1,AL,26,53,2,9,0,0,0,7,0,0,2,17,,0,5,,1 +letchch01,1946,1,PHI,NL,6,13,1,3,0,0,0,0,0,,1,1,,0,0,,0 +lewisbu01,1946,1,WS1,AL,150,582,82,170,28,13,7,45,5,3,59,26,,2,13,,10 +libkeal01,1946,1,CIN,NL,124,431,32,109,22,1,5,42,0,,43,50,,1,4,,16 +lindejo01,1946,1,NYA,AL,102,332,41,86,10,5,10,40,4,1,32,47,,2,3,,13 +liponjo01,1946,1,DET,AL,14,20,4,6,0,0,0,1,0,0,5,3,,0,0,,0 +litwhda01,1946,1,SLN,NL,6,5,0,0,0,0,0,0,0,,1,1,,0,0,,0 +litwhda01,1946,2,BSN,NL,79,247,29,72,12,2,8,38,1,,19,23,,2,7,,4 +livinmi01,1946,1,CHN,NL,66,176,14,45,14,0,2,20,0,,20,19,,2,3,,4 +lodigda01,1946,1,CHA,AL,44,155,12,38,8,0,0,13,4,0,16,14,,2,3,,2 +lollash01,1946,1,CLE,AL,28,62,7,15,6,0,1,9,0,1,5,9,,0,3,,1 +lombaer01,1946,1,NY1,NL,88,238,19,69,4,1,12,39,0,,18,24,,3,3,,8 +lombavi01,1946,1,BRO,NL,43,61,6,14,1,0,0,8,0,,3,11,,0,10,,1 +lopatar01,1946,1,PHI,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lopated01,1946,1,CHA,AL,30,87,10,22,2,1,0,10,0,0,8,7,,0,2,,2 +lopezal01,1946,1,PIT,NL,56,150,13,46,2,0,1,12,1,,23,14,,0,4,,6 +lowrepe01,1946,1,CHN,NL,144,540,75,139,24,5,4,54,10,,56,22,,1,17,,11 +lucadjo01,1946,1,SLA,AL,87,210,21,52,7,1,1,15,0,1,36,20,,0,3,,2 +lukoned01,1946,1,CIN,NL,102,312,31,78,8,8,12,34,3,,26,29,,1,2,,5 +lyonsal01,1946,1,NYA,AL,2,4,0,0,0,0,0,0,0,0,0,3,,0,0,,0 +lyonste01,1946,1,CHA,AL,5,14,0,0,0,0,0,0,0,0,1,3,,0,1,,0 +mackife01,1946,1,CLE,AL,78,258,35,67,15,4,0,16,5,1,16,32,,1,5,,6 +mackra01,1946,1,CLE,AL,61,171,13,35,6,2,1,9,2,2,23,27,,0,0,,1 +maddecl01,1946,1,CHN,NL,3,3,0,0,0,0,0,0,0,,0,0,,1,0,,0 +majesha01,1946,1,NYA,AL,8,12,1,1,0,1,0,0,0,0,0,3,,0,0,,0 +majesha01,1946,2,PHA,AL,78,264,25,66,14,3,1,25,3,2,26,13,,1,2,,7 +mallobo01,1946,1,CIN,NL,27,18,1,5,1,0,0,2,0,,0,2,,0,0,,0 +maltzgo01,1946,1,CHA,AL,19,6,0,0,0,0,0,0,0,0,2,3,,0,0,,0 +mancufr01,1946,1,SLA,AL,87,262,22,63,8,3,3,23,1,0,30,31,,2,0,,7 +mandeha01,1946,1,DET,AL,2,2,0,1,0,0,0,0,0,0,0,0,,0,0,,0 +mandeha01,1946,2,CHN,NL,2,2,0,0,0,0,0,0,0,,0,1,,0,0,,0 +marchph01,1946,1,PHA,AL,36,75,3,5,1,0,0,3,0,0,2,21,,0,7,,0 +marioma01,1946,1,SLN,NL,146,498,51,116,29,4,3,46,1,,59,53,,3,15,,9 +marshcu01,1946,1,NYA,AL,23,28,2,4,0,0,0,1,0,0,2,7,,0,1,,1 +marshwi01,1946,1,NY1,NL,131,510,63,144,18,3,13,48,3,,33,29,,1,6,,15 +martiba01,1946,1,SLA,AL,3,9,0,2,0,0,0,1,0,0,1,2,,0,0,,0 +martifr02,1946,1,SLN,NL,6,11,0,3,0,0,0,0,0,,0,1,,0,0,,0 +masiph01,1946,1,BSN,NL,133,397,52,106,17,5,3,62,5,,55,41,,1,9,,10 +mastewa02,1946,1,WS1,AL,29,25,0,2,0,0,0,0,0,0,2,14,,0,1,,0 +maunedi01,1946,1,PHI,NL,25,24,1,4,0,0,0,1,0,,1,9,,0,3,,0 +maynabu01,1946,1,NY1,NL,7,4,2,0,0,0,0,0,0,,1,1,,0,1,,0 +mayoed01,1946,1,DET,AL,51,202,21,51,9,2,0,22,6,2,14,12,,0,4,,7 +mcbrito01,1946,1,BOS,AL,61,153,21,46,5,2,0,19,0,1,9,6,,0,3,,5 +mccabra01,1946,1,CLE,AL,1,1,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +mccahbi01,1946,1,PHA,AL,4,5,0,2,0,0,0,0,0,0,1,2,,0,0,,0 +mccarjo03,1946,1,BSN,NL,2,7,0,1,0,0,0,1,0,,2,0,,0,0,,0 +mccorfr01,1946,1,PHI,NL,135,504,46,143,20,2,11,66,2,,36,21,,1,2,,11 +mccormi02,1946,1,CIN,NL,23,74,10,16,2,0,0,5,0,,8,4,,0,5,,2 +mccormi02,1946,2,BSN,NL,59,164,23,43,6,2,1,16,0,,11,7,,0,2,,2 +mccosba01,1946,1,DET,AL,25,91,11,18,5,0,1,11,0,0,17,9,,0,1,,2 +mccosba01,1946,2,PHA,AL,92,308,33,109,17,4,1,34,2,2,43,13,,0,11,,5 +mcculcl01,1946,1,CHN,NL,95,307,38,88,18,5,4,34,2,,22,39,,2,5,,9 +mcgahed01,1946,1,BOS,AL,15,37,2,8,1,1,0,1,0,0,7,7,,0,1,,0 +mclisca01,1946,1,BRO,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcquige02,1946,1,PHA,AL,136,484,47,109,23,6,3,35,4,2,64,62,,1,7,,6 +mcquigl01,1946,1,SLA,AL,59,166,24,40,3,3,1,12,0,2,19,18,,0,4,,6 +medwijo01,1946,1,BRO,NL,41,77,7,24,4,0,2,18,0,,6,5,,1,1,,1 +meersru01,1946,1,CHN,NL,7,1,0,1,0,0,0,1,0,,0,0,,0,1,,0 +meltoru01,1946,1,BRO,NL,24,28,2,3,1,0,0,0,0,,0,9,,0,3,,0 +merulle01,1946,1,CHN,NL,65,126,14,19,8,0,0,7,2,,11,13,,0,1,,4 +methebu01,1946,1,NYA,AL,3,3,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +metkoca01,1946,1,BOS,AL,86,281,42,69,15,2,4,25,8,3,36,39,,1,2,,2 +meyerdu01,1946,1,CLE,AL,72,207,13,48,5,3,0,16,0,1,26,16,,1,1,,6 +meyerru01,1946,1,CHN,NL,4,5,0,1,0,0,0,0,0,,1,0,,0,0,,0 +michaca01,1946,1,CHA,AL,91,291,37,75,8,0,1,22,9,3,29,36,,4,6,,5 +miksied01,1946,1,BRO,NL,23,48,3,7,0,0,0,5,0,,3,3,,1,1,,2 +milleed03,1946,1,CIN,NL,91,299,30,58,10,0,6,36,5,,25,34,,1,2,,6 +milleox01,1946,1,SLA,AL,11,7,2,2,0,0,0,0,0,0,1,3,,0,1,,1 +millsbu01,1946,1,CLE,AL,9,22,1,6,0,0,0,3,0,1,3,5,,0,0,,1 +milnaal01,1946,1,SLA,AL,4,4,1,3,0,0,0,1,0,0,0,0,,0,0,,0 +milnaal01,1946,2,PHI,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +minnepa01,1946,1,BRO,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mitchda01,1946,1,CLE,AL,11,44,7,19,3,0,0,5,1,0,1,2,,0,0,,1 +mizejo01,1946,1,NY1,NL,101,377,70,127,18,3,22,70,3,,62,26,,5,1,,5 +monacbl01,1946,1,CLE,AL,12,6,2,0,0,0,0,0,0,0,1,1,,0,0,,0 +moorean01,1946,1,DET,AL,51,134,16,28,4,0,1,8,1,1,12,9,,1,1,,1 +moorede01,1946,1,PHI,NL,11,13,2,1,0,0,0,1,0,,7,3,,0,0,,0 +moorete01,1946,1,SLN,NL,91,278,32,73,14,1,3,28,0,,18,26,,2,5,,1 +moseswa01,1946,1,CHA,AL,56,168,20,46,9,1,4,16,2,2,17,20,,1,1,,3 +moseswa01,1946,2,BOS,AL,48,175,23,36,11,3,2,17,2,4,14,15,,1,1,,1 +mossho01,1946,1,CIN,NL,7,26,1,5,0,0,0,1,0,,0,4,,1,0,,0 +mossho01,1946,2,CLE,AL,8,32,2,2,0,0,0,0,0,1,3,9,,0,0,,2 +mossle01,1946,1,SLA,AL,12,35,4,13,3,0,0,5,1,0,3,5,,1,0,,0 +mouldgl01,1946,1,BRO,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +muellra01,1946,1,CIN,NL,114,378,35,96,18,4,8,48,0,,27,37,,3,11,,9 +mulcahu01,1946,1,PHI,NL,16,16,1,3,2,0,0,0,0,,2,5,,0,1,,0 +mullidi01,1946,1,PHI,NL,19,11,0,0,0,0,0,0,0,,2,7,,0,1,,1 +mullidi01,1946,2,BSN,NL,4,4,0,0,0,0,0,1,1,,2,2,,0,0,,0 +mullipa01,1946,1,DET,AL,93,276,34,68,13,4,3,35,3,5,25,36,,1,4,,4 +muncrbo01,1946,1,SLA,AL,29,32,1,1,0,0,0,0,0,0,1,18,,0,2,,0 +mungere01,1946,1,SLN,NL,10,16,1,4,0,0,0,3,0,,2,3,,0,0,,0 +murphjo04,1946,1,NYA,AL,27,6,0,0,0,0,0,0,0,0,1,2,,0,1,,1 +murtada01,1946,1,PHI,NL,6,19,1,4,1,0,1,3,0,,2,2,,0,0,,0 +musiast01,1946,1,SLN,NL,156,624,124,228,50,20,16,103,7,,73,31,,3,2,,7 +myattge01,1946,1,WS1,AL,15,34,7,8,1,0,0,4,1,1,2,3,,1,0,,0 +nayloea01,1946,1,BRO,NL,3,2,1,0,0,0,0,0,0,,0,1,,0,0,,1 +neillto01,1946,1,BSN,NL,13,45,8,12,2,0,0,7,0,,2,1,,0,2,,2 +newhoha01,1946,1,DET,AL,37,103,6,13,3,0,2,11,1,0,6,27,,0,8,,1 +newsobo01,1946,1,PHA,AL,10,19,0,2,1,0,0,2,0,0,0,5,,0,4,,0 +newsobo01,1946,2,WS1,AL,24,62,5,10,0,0,0,2,0,0,0,15,,0,7,,2 +newsosk01,1946,1,PHI,NL,112,375,35,87,10,2,1,23,4,,30,23,,0,17,,3 +niarhgu01,1946,1,NYA,AL,37,40,11,9,1,1,0,2,1,0,11,2,,0,0,,2 +nichobi01,1946,1,CHN,NL,105,296,36,65,13,2,8,41,1,,44,44,,2,3,,4 +niggejo01,1946,1,WS1,AL,8,11,1,2,1,0,0,1,0,0,1,3,,0,2,,1 +niggejo01,1946,2,BSN,NL,8,18,0,2,0,0,0,0,0,,0,6,,0,2,,1 +northro01,1946,1,PHI,NL,128,438,55,109,24,6,16,62,1,,39,59,,2,1,,6 +noviklo01,1946,1,PHI,NL,17,23,0,7,1,0,0,3,0,,1,2,,0,0,,1 +odeake01,1946,1,SLN,NL,22,57,2,7,2,0,1,3,0,,8,8,,0,3,,4 +odeake01,1946,2,BSN,NL,12,32,4,7,0,0,0,2,0,,8,4,,0,1,,2 +olsenve01,1946,1,CHN,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +oneilem01,1946,1,CHN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +oneilem01,1946,2,CHA,AL,2,1,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +oneiljo02,1946,1,PHI,NL,46,94,12,25,3,0,0,9,0,,5,12,,0,2,,0 +osterfr01,1946,1,PIT,NL,28,64,7,21,3,0,0,2,0,,5,8,,1,5,,3 +ostrojo01,1946,1,CHN,NL,64,160,20,34,4,2,3,12,1,,20,31,,0,1,,2 +ottme01,1946,1,NY1,NL,31,68,2,5,1,0,1,4,0,,8,15,,0,2,,1 +outlaji01,1946,1,DET,AL,92,299,36,78,14,2,2,31,5,4,29,24,,1,8,,10 +overmst01,1946,1,DET,AL,24,33,4,5,0,0,0,3,0,0,2,2,,0,4,,0 +padgedo01,1946,1,BRO,NL,19,30,2,5,1,0,1,9,0,,4,4,,0,0,,1 +padgedo01,1946,2,BSN,NL,44,98,6,25,3,0,2,21,0,,5,7,,0,1,,0 +pafkoan01,1946,1,CHN,NL,65,234,18,66,6,4,3,39,4,,27,15,,4,8,,9 +pagejo01,1946,1,NYA,AL,32,43,5,7,1,0,1,5,0,0,0,14,,0,6,,0 +papisfr01,1946,1,CHA,AL,31,43,3,8,1,0,0,2,0,0,1,7,,0,3,,1 +partero01,1946,1,BOS,AL,40,111,13,35,5,2,0,9,0,0,13,14,,0,4,,5 +passecl01,1946,1,CHN,NL,21,49,7,10,1,0,3,7,0,,0,7,,0,3,,0 +pawelte01,1946,1,CHN,NL,4,4,0,1,1,0,0,0,0,,0,0,,0,0,,0 +pearsik01,1946,1,PHI,NL,5,5,2,1,0,0,1,1,0,,0,0,,0,0,,1 +peckha01,1946,1,PHA,AL,48,150,14,37,8,2,2,11,1,2,16,14,,0,2,,2 +pellaed01,1946,1,BOS,AL,22,71,7,15,3,1,2,4,1,0,3,18,,1,2,,3 +permele01,1946,1,CHA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +peskyjo01,1946,1,BOS,AL,153,621,115,208,43,4,2,55,9,8,65,29,,3,14,,8 +peterru02,1946,1,CLE,AL,9,21,0,6,0,0,0,2,0,1,1,1,,0,0,,0 +phillda01,1946,1,CHA,AL,17,68,10,24,2,3,0,17,5,0,4,4,,0,1,,1 +phillda02,1946,1,BSN,NL,2,2,0,1,0,0,0,0,0,,0,0,,0,0,,0 +pierema01,1946,1,WS1,AL,30,14,0,3,0,0,0,0,0,0,1,2,,0,1,,0 +pikeje01,1946,1,NY1,NL,16,41,4,7,1,1,1,6,0,,6,9,,0,0,,0 +plattwh01,1946,1,CHA,AL,84,247,28,62,8,5,3,32,1,7,17,34,,3,1,,9 +podgajo01,1946,1,CLE,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +polanhu01,1946,1,BSN,NL,4,6,0,1,1,0,0,0,0,,0,0,,0,0,,0 +polleho01,1946,1,SLN,NL,40,87,2,14,4,0,0,7,0,,6,23,,0,7,,2 +posedbi01,1946,1,BSN,NL,19,3,0,0,0,0,0,0,0,,0,0,,0,0,,0 +posselo01,1946,1,PHI,NL,4,3,0,0,0,0,0,0,0,,0,2,,0,1,,1 +pottene01,1946,1,SLA,AL,23,52,2,12,3,0,0,1,0,0,4,4,,0,0,,1 +priceja01,1946,1,CLE,AL,7,13,1,3,0,0,0,0,0,0,0,0,,0,1,,1 +priddje01,1946,1,WS1,AL,138,511,54,130,22,8,6,58,9,3,57,73,,2,7,,13 +primra01,1946,1,CHN,NL,14,5,0,1,0,0,0,1,0,,1,2,,0,0,,0 +pytlafr01,1946,1,BOS,AL,4,14,1,2,0,0,0,1,0,0,0,0,,0,0,,0 +queenme01,1946,1,NYA,AL,14,7,0,1,0,0,0,0,0,0,0,3,,0,0,,0 +raffeke01,1946,1,PHI,NL,39,60,5,10,3,0,0,1,0,,2,23,,0,9,,2 +ramazbo01,1946,1,BRO,NL,62,120,10,25,4,0,0,7,0,,9,13,,0,4,,1 +raschvi01,1946,1,NYA,AL,2,4,1,1,0,0,0,0,0,0,0,2,,0,3,,0 +reesepe01,1946,1,BRO,NL,152,542,79,154,16,10,5,60,10,,87,71,,1,14,,10 +reidea01,1946,1,BSN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reisepe01,1946,1,BRO,NL,122,423,75,117,21,5,11,73,34,,55,58,,1,3,,3 +reynoal01,1946,1,CLE,AL,35,63,1,14,0,0,0,9,0,0,2,11,,0,6,,1 +ricede01,1946,1,SLN,NL,55,139,10,38,8,1,1,12,0,,8,16,,0,3,,5 +richake01,1946,1,PHI,NL,6,20,1,3,1,0,0,2,0,,0,2,,0,0,,1 +richapa01,1946,1,DET,AL,57,139,13,28,5,2,0,11,2,0,23,18,,0,5,,7 +richmdo01,1946,1,PHA,AL,16,62,3,18,3,0,1,9,1,0,0,10,,0,2,,0 +rickema01,1946,1,CHN,NL,111,392,44,103,18,3,7,47,3,,28,54,,1,4,,9 +riggsle01,1946,1,BRO,NL,1,4,0,0,0,0,0,0,0,,0,0,,0,0,,0 +rignebi01,1946,1,NY1,NL,110,360,38,85,9,1,3,31,9,,36,29,,1,5,,7 +rignejo01,1946,1,CHA,AL,15,26,2,4,1,0,0,4,0,0,0,7,,0,4,,0 +ripplch01,1946,1,PHI,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rizzuph01,1946,1,NYA,AL,126,471,53,121,17,1,2,38,14,7,34,39,,6,7,,10 +robersh01,1946,1,WS1,AL,74,230,30,46,6,3,6,19,6,2,30,42,,0,2,,0 +robersk02,1946,1,BSN,NL,48,169,13,39,6,2,2,20,1,,7,12,,2,3,,3 +robinaa01,1946,1,NYA,AL,100,330,32,98,17,2,16,64,0,1,48,39,,1,2,,4 +robined01,1946,1,CLE,AL,8,30,6,12,1,0,3,4,0,0,2,4,,0,2,,0 +roccomi01,1946,1,CLE,AL,34,98,8,24,2,0,2,14,1,1,15,15,,0,3,,2 +roepr01,1946,1,PIT,NL,21,15,2,1,0,0,0,0,0,,3,5,,0,0,,0 +rojekst01,1946,1,BRO,NL,45,47,11,13,2,1,0,2,1,,4,1,,0,1,,3 +rosarbu01,1946,1,PHA,AL,121,424,34,120,22,2,2,47,1,3,36,17,,0,4,,20 +rosengo01,1946,1,BRO,NL,3,3,0,1,0,0,0,0,0,,0,1,,0,0,,0 +rosengo01,1946,2,NY1,NL,100,310,39,87,11,4,5,30,2,,48,32,,0,4,,10 +roserst01,1946,1,NYA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +roserst01,1946,2,BSN,NL,14,5,0,0,0,0,0,0,0,,0,1,,0,0,,1 +rossdo01,1946,1,CLE,AL,55,153,12,41,7,0,3,14,0,0,17,12,,0,2,,3 +rowelba01,1946,1,BSN,NL,95,293,37,82,12,6,3,31,5,,29,15,,0,7,,5 +rowesc01,1946,1,PHI,NL,30,61,4,11,5,0,1,6,0,,3,16,,0,1,,0 +royje01,1946,1,BRO,NL,3,2,0,0,0,0,0,0,0,,0,0,,0,0,,0 +ruckejo01,1946,1,NY1,NL,95,197,28,52,8,2,1,13,4,,7,27,,3,5,,2 +ruffire01,1946,1,NYA,AL,8,25,1,3,1,0,0,1,0,0,1,8,,0,0,,1 +russeji01,1946,1,PIT,NL,146,516,68,143,29,6,8,50,11,,67,54,,2,6,,11 +russeri01,1946,1,BOS,AL,80,274,22,57,10,1,6,35,1,1,13,30,,1,7,,11 +russoma01,1946,1,NYA,AL,10,4,1,0,0,0,0,0,0,0,0,1,,0,0,,0 +ryanco01,1946,1,BSN,NL,143,502,55,121,28,8,1,48,7,,55,63,,1,10,,9 +rybami01,1946,1,BOS,AL,9,2,0,2,0,0,0,0,0,0,0,0,,0,0,,0 +sainjo01,1946,1,BSN,NL,40,94,6,28,2,1,0,17,0,,0,0,,0,10,,2 +salkebi01,1946,1,PIT,NL,69,160,18,47,8,0,3,19,2,,39,16,,0,1,,1 +sandera01,1946,1,BSN,NL,80,259,43,63,12,0,6,35,0,,50,38,,1,4,,3 +sandlmi01,1946,1,BRO,NL,19,34,1,5,0,0,0,0,0,,3,4,,0,2,,0 +sanfofr01,1946,1,SLA,AL,3,7,0,2,1,0,0,1,0,0,1,0,,0,0,,0 +sanfoja01,1946,1,WS1,AL,10,26,7,6,0,1,0,1,0,0,2,6,,0,0,,0 +savagbo01,1946,1,PHA,AL,40,41,3,5,0,0,0,0,0,0,11,22,,0,1,,0 +scarbra01,1946,1,WS1,AL,32,50,1,7,1,0,0,1,0,0,0,10,,0,4,,2 +schanch01,1946,1,PHI,NL,32,36,1,3,0,0,0,1,0,,2,19,,0,4,,2 +schefbo01,1946,1,CHN,NL,63,115,8,32,4,1,0,18,0,,12,18,,0,1,,4 +schemmi01,1946,1,NY1,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,,0 +schenha01,1946,1,CHN,NL,6,11,0,2,0,0,0,1,1,,0,0,,0,0,,0 +schmifr01,1946,1,SLN,NL,16,1,0,0,0,0,0,0,0,,0,1,,0,0,,0 +schmijo01,1946,1,CHN,NL,42,70,3,9,0,0,1,3,0,,4,13,,0,6,,4 +schoere01,1946,1,SLN,NL,142,606,94,170,28,5,0,34,12,,37,27,,0,7,,11 +schulho01,1946,1,BRO,NL,90,249,27,63,14,1,3,27,2,,16,34,,0,7,,4 +schuljo05,1946,1,SLA,AL,42,57,1,22,4,0,0,14,0,0,11,2,,0,1,,1 +schulle01,1946,1,SLA,AL,4,5,1,2,0,0,0,2,0,0,0,0,,0,0,,1 +schumha02,1946,1,NY1,NL,24,26,0,1,0,0,0,1,0,,2,8,,0,2,,1 +searske01,1946,1,SLA,AL,7,15,1,5,0,0,0,1,0,0,3,0,,0,0,,1 +secorfr01,1946,1,CHN,NL,33,43,6,10,3,0,3,12,0,,6,6,,0,0,,1 +seerepa01,1946,1,CLE,AL,117,404,57,91,17,2,26,62,2,3,65,101,,1,6,,12 +seminan01,1946,1,PHI,NL,124,406,55,107,15,5,12,52,2,,39,86,,4,0,,19 +sepkote01,1946,1,CLE,AL,2,8,2,4,1,0,0,1,0,0,0,0,,0,0,,0 +sessiwa01,1946,1,SLN,NL,15,14,2,2,0,0,1,2,0,,1,4,,0,0,,0 +sewelri01,1946,1,PIT,NL,26,50,4,9,2,0,0,1,1,,4,12,,0,2,,4 +shirlte01,1946,1,SLA,AL,35,51,9,10,2,0,0,0,0,0,0,15,,0,1,,0 +shokeed01,1946,1,CIN,NL,31,83,3,10,1,0,0,5,1,,18,21,,0,3,,1 +shorera01,1946,1,SLA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shouncl01,1946,1,CIN,NL,27,21,0,2,0,0,0,1,0,,0,3,,1,1,,1 +silveke01,1946,1,NYA,AL,13,21,4,6,1,0,0,1,0,0,3,7,,0,0,,0 +singlel01,1946,1,BSN,NL,16,4,1,0,0,0,0,0,0,,0,3,,0,1,,0 +sisledi01,1946,1,SLN,NL,83,235,17,61,11,2,3,42,0,,14,28,,2,9,,4 +sistisi01,1946,1,BSN,NL,1,0,0,0,0,0,0,0,0,,0,0,,0,0,,0 +slaugen01,1946,1,SLN,NL,156,609,100,183,30,8,18,130,9,,69,41,,2,5,,7 +smazajo01,1946,1,CHA,AL,2,5,2,1,0,0,0,0,0,0,0,0,,0,0,,0 +smithed04,1946,1,CHA,AL,24,45,2,8,1,0,0,3,0,0,3,9,,0,0,,0 +smithvi01,1946,1,PIT,NL,7,21,2,4,0,0,0,0,0,,1,5,,0,0,,1 +souchst01,1946,1,NYA,AL,47,86,15,26,3,3,2,10,0,3,7,13,,1,0,,0 +spahnwa01,1946,1,BSN,NL,24,43,3,7,1,0,0,4,0,,1,14,,1,2,,1 +spencst01,1946,1,WS1,AL,152,578,83,169,50,10,16,87,1,7,62,31,,4,8,,14 +spindha01,1946,1,PHI,NL,1,3,0,1,0,0,0,1,0,,0,0,,0,0,,1 +staintu01,1946,1,PHA,AL,91,291,35,71,10,2,0,20,3,2,7,20,,1,1,,1 +stancch01,1946,1,NYA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stancch01,1946,2,PHI,NL,14,19,0,0,0,0,0,0,0,,2,11,,0,1,,0 +stanked01,1946,1,BRO,NL,144,483,98,132,24,7,0,36,8,,137,56,,2,20,,5 +steinbe01,1946,1,BOS,AL,3,4,1,1,0,0,0,0,0,0,0,0,,0,0,,0 +stephve01,1946,1,SLA,AL,115,450,67,138,19,4,14,64,0,1,35,49,,0,3,,12 +stevech01,1946,1,SLA,AL,122,432,53,107,17,4,3,27,4,6,47,62,,2,4,,11 +steveed01,1946,1,BRO,NL,103,310,34,75,13,7,10,60,2,,27,44,,0,2,,4 +stirnsn01,1946,1,NYA,AL,129,487,75,122,19,7,0,37,18,6,66,58,,0,7,,12 +strinlo01,1946,1,CHN,NL,80,209,26,51,3,1,3,19,0,,26,34,,0,8,,5 +strinni01,1946,1,PIT,NL,32,52,5,8,0,2,0,3,0,,6,20,,0,4,,2 +sturgbo01,1946,1,CHN,NL,100,294,26,87,12,2,1,21,0,,10,18,,0,7,,5 +suderpe01,1946,1,PHA,AL,128,455,38,128,20,3,2,50,1,1,18,37,,0,11,,13 +sundrst01,1946,1,SLA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +swiftbo01,1946,1,DET,AL,42,107,13,25,2,0,2,10,0,0,14,7,,0,3,,4 +taborji01,1946,1,PHI,NL,124,463,53,124,15,2,10,50,3,,36,51,,1,9,,10 +tateal01,1946,1,PIT,NL,2,3,0,1,0,0,0,0,0,,0,0,,0,0,,0 +tayloha03,1946,1,BRO,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tebbebi01,1946,1,DET,AL,87,280,20,68,11,2,1,34,1,3,28,23,,0,4,,10 +tepsijo01,1946,1,BRO,NL,15,5,2,0,0,0,0,0,0,,1,1,,0,0,,0 +thompju01,1946,1,NY1,NL,39,7,0,1,0,0,0,0,0,,2,4,,0,1,,0 +thomsbo01,1946,1,NY1,NL,18,54,8,17,4,1,2,9,0,,4,5,,0,0,,1 +torregi01,1946,1,WS1,AL,63,185,18,47,8,0,0,13,3,2,11,12,,0,4,,6 +travice01,1946,1,WS1,AL,137,465,45,117,22,3,1,56,2,4,45,47,,4,5,,17 +treshmi01,1946,1,CHA,AL,80,217,28,47,5,2,0,21,0,2,36,24,,3,5,,5 +trinkke01,1946,1,NY1,NL,48,38,3,3,0,0,0,2,0,,4,10,,0,2,,4 +troskha01,1946,1,CHA,AL,88,299,22,76,12,3,2,31,4,3,34,37,,0,1,,11 +troutdi01,1946,1,DET,AL,40,103,7,20,3,0,3,10,1,1,4,34,,0,4,,1 +truckvi01,1946,1,DET,AL,32,95,4,17,4,0,0,5,0,0,0,13,,0,2,,4 +tucketh01,1946,1,CHA,AL,121,438,62,126,20,3,1,36,9,10,54,45,,1,4,,2 +usherbo01,1946,1,CIN,NL,92,152,16,31,5,1,1,14,2,,13,27,,1,1,,2 +valoel01,1946,1,PHA,AL,108,348,59,107,21,6,1,31,9,8,60,18,,1,2,,3 +vandejo01,1946,1,CIN,NL,33,73,6,18,2,0,0,2,0,,1,21,,0,1,,1 +vanroma01,1946,1,PIT,NL,59,146,14,31,5,3,1,12,0,,11,15,,1,4,,6 +vaughpo01,1946,1,PHA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +verbaem01,1946,1,SLN,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,,0 +verbaem01,1946,2,PHI,NL,138,473,44,130,17,5,0,34,5,,21,18,,0,13,,7 +vernomi01,1946,1,WS1,AL,148,587,88,207,51,8,8,85,14,10,49,64,,0,2,,12 +voisebi01,1946,1,NY1,NL,36,55,3,9,0,0,0,4,0,,2,14,,0,7,,2 +vollmcl01,1946,1,CIN,NL,9,22,1,4,0,0,0,1,2,,1,3,,0,1,,0 +wadeja01,1946,1,NYA,AL,13,9,1,1,0,0,0,1,0,0,0,3,,1,0,,0 +wadeja01,1946,2,WS1,AL,6,1,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +wagnech01,1946,1,BOS,AL,8,11,0,1,0,0,0,0,0,0,0,5,,0,2,,0 +wagneha01,1946,1,BOS,AL,117,370,39,85,12,2,6,52,3,1,69,32,,2,4,,7 +waitked01,1946,1,CHN,NL,113,441,50,134,24,5,4,55,3,,23,14,,1,7,,8 +wakefdi01,1946,1,DET,AL,111,396,64,106,11,5,12,59,3,5,59,55,,1,2,,5 +walkedi02,1946,1,BRO,NL,150,576,80,184,29,9,9,116,14,,67,28,,1,2,,9 +walkeha01,1946,1,SLN,NL,112,346,53,82,14,6,3,27,12,,30,29,,1,8,,3 +wallaja02,1946,1,PHA,AL,63,194,16,38,4,2,5,11,1,0,14,47,,0,2,,2 +wallale01,1946,1,BSN,NL,27,18,0,1,0,0,0,1,0,,4,10,,0,0,,0 +walshju01,1946,1,PIT,NL,4,4,0,0,0,0,0,0,0,,0,4,,0,0,,0 +waltebu01,1946,1,CIN,NL,24,55,6,7,2,0,0,5,2,,4,12,,0,4,,1 +warrebe01,1946,1,NY1,NL,39,69,7,11,1,1,4,8,0,,14,21,,0,2,,0 +wasdeji01,1946,1,PHI,NL,26,51,7,13,0,2,1,5,0,,3,2,,1,0,,2 +wasdeji01,1946,2,CLE,AL,32,41,1,11,0,0,0,4,1,0,4,4,,0,0,,2 +weathro01,1946,1,NYA,AL,2,2,0,1,0,0,0,0,0,0,0,0,,0,0,,0 +webbele01,1946,1,BRO,NL,11,10,0,1,0,0,0,0,0,,0,1,,0,1,,1 +webbele01,1946,2,CLE,AL,4,1,1,0,0,0,0,0,0,0,1,0,,0,0,,0 +webbsk01,1946,1,DET,AL,64,169,12,37,1,1,0,17,3,3,9,18,,0,3,,5 +weigera01,1946,1,CLE,AL,6,12,0,2,0,0,0,0,1,0,0,2,,0,0,,0 +wellsle01,1946,1,CHA,AL,45,127,11,24,4,1,1,11,3,4,12,34,,0,3,,3 +westma02,1946,1,BSN,NL,1,1,0,0,0,0,0,0,0,,0,1,,0,0,,0 +westma02,1946,2,CIN,NL,72,202,16,43,13,0,5,18,1,,32,36,,1,0,,5 +whitebu01,1946,1,PIT,NL,55,127,10,28,1,2,0,5,3,,6,6,,1,2,,3 +whiteer01,1946,1,BSN,NL,14,4,2,1,0,0,0,0,0,,0,0,,0,0,,0 +whiteha01,1946,1,DET,AL,11,7,0,0,0,0,0,0,0,0,0,5,,0,2,,0 +whitmdi01,1946,1,BRO,NL,104,265,39,69,15,3,2,31,5,,22,19,,0,4,,6 +whitmfr01,1946,1,CHA,AL,17,16,7,1,0,0,0,1,0,1,2,6,,1,0,,0 +wietewh01,1946,1,BSN,NL,44,78,7,16,0,0,0,5,0,,14,8,,0,0,,1 +wightbi01,1946,1,NYA,AL,14,9,1,0,0,0,0,0,0,0,0,3,,0,2,,0 +wilbede01,1946,1,SLN,NL,4,4,0,0,0,0,0,0,0,,1,0,,0,0,,0 +wilkile01,1946,1,PIT,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wilkste01,1946,1,SLN,NL,40,24,5,5,0,0,0,1,0,,1,5,,0,0,,0 +williac01,1946,1,BSN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +willide02,1946,1,CHN,NL,4,5,0,1,0,0,0,0,0,,0,2,,0,0,,0 +willite01,1946,1,BOS,AL,150,514,142,176,37,8,38,123,0,0,156,44,,2,0,,12 +wilsoji02,1946,1,BOS,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wilsoma01,1946,1,WS1,AL,9,2,1,0,0,0,0,0,0,0,1,1,,0,0,,0 +witekmi01,1946,1,NY1,NL,82,284,32,75,13,2,4,29,1,,28,10,,0,1,,7 +witteje01,1946,1,SLA,AL,18,73,7,14,2,0,2,4,0,0,0,18,,0,0,,0 +wolffro01,1946,1,WS1,AL,21,39,2,4,0,0,0,0,0,0,5,14,,0,2,,1 +woodlge01,1946,1,CLE,AL,61,133,8,25,1,4,0,9,1,2,16,13,,1,5,,1 +workmch01,1946,1,BSN,NL,25,48,5,8,2,0,2,7,0,,3,11,,1,1,,1 +workmch01,1946,2,PIT,NL,58,145,11,32,4,1,2,16,2,,11,19,,1,4,,3 +wrighed01,1946,1,BSN,NL,36,59,5,18,5,0,0,6,0,,3,3,,1,4,,0 +wrighta01,1946,1,CHA,AL,115,422,46,116,19,4,7,52,10,3,42,17,,1,2,,17 +wynnea01,1946,1,WS1,AL,25,47,4,15,2,0,1,9,0,0,5,7,,0,0,,0 +wyrosjo01,1946,1,PHI,NL,145,545,73,153,30,4,6,45,7,,70,42,,3,10,,6 +wyseha01,1946,1,CHN,NL,40,74,4,18,1,0,0,7,1,,0,10,,0,4,,2 +yorkru01,1946,1,BOS,AL,154,579,78,160,30,6,17,119,3,2,86,93,,1,3,,16 +yosted01,1946,1,WS1,AL,8,25,2,2,1,0,0,1,2,1,5,5,,0,1,,1 +youngba01,1946,1,NY1,NL,104,291,30,81,11,0,7,33,3,,30,21,,0,0,,5 +zakfr01,1946,1,PIT,NL,21,20,8,4,0,0,0,0,0,,1,0,,0,1,,0 +zarilal01,1946,1,SLA,AL,125,371,46,96,14,9,4,43,3,5,27,37,,1,4,,7 +zientbe01,1946,1,CIN,NL,78,280,26,81,10,2,0,16,3,,14,11,,0,11,,7 +zoldasa01,1946,1,SLA,AL,35,52,3,9,1,0,0,0,0,0,3,12,,0,3,,0 +zuberbi01,1946,1,NYA,AL,3,2,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +zuberbi01,1946,2,BOS,AL,15,18,1,2,0,0,0,2,0,0,1,6,,0,1,,0 +abernwo01,1947,1,NY1,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +aberscl01,1947,1,CHN,NL,47,140,24,39,6,3,4,20,0,,20,32,,0,0,,5 +adamsbo03,1947,1,CIN,NL,81,217,39,59,11,2,4,20,9,,25,23,,4,7,,2 +adamsbu01,1947,1,PHI,NL,69,182,21,45,11,1,2,15,2,,26,29,,0,1,,3 +adamsdi01,1947,1,PHA,AL,37,89,9,18,2,3,2,11,0,0,2,18,,0,2,,0 +albrija01,1947,1,PHI,NL,41,99,9,23,4,0,2,5,1,,10,11,,0,3,,2 +andrehu01,1947,1,NY1,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +applilu01,1947,1,CHA,AL,139,503,67,154,29,0,8,49,8,6,64,28,,1,4,,15 +ardizru01,1947,1,NYA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +auldsle01,1947,1,BOS,AL,3,4,0,1,0,0,0,0,0,0,0,1,,0,0,,0 +ayersbi01,1947,1,NY1,NL,13,8,0,2,1,0,0,2,0,,0,3,,0,2,,0 +bagbyji02,1947,1,PIT,NL,37,32,3,7,2,0,0,3,0,,0,3,,1,3,,2 +bahred01,1947,1,PIT,NL,21,23,0,2,0,0,0,0,0,,0,8,,0,3,,2 +bakerfl01,1947,1,CHA,AL,105,371,61,98,12,3,0,22,9,7,66,28,,0,2,,5 +bankhda01,1947,1,BRO,NL,6,4,2,1,0,0,1,2,0,,0,1,,1,0,,0 +bantaja01,1947,1,BRO,NL,3,2,0,0,0,0,0,0,0,,0,1,,0,0,,0 +barnere02,1947,1,BRO,NL,28,27,3,3,1,0,0,3,0,,0,12,,0,0,,1 +barrere01,1947,1,BSN,NL,36,72,6,8,5,0,0,4,0,,1,12,,0,7,,3 +basined01,1947,1,PIT,NL,56,161,15,32,6,2,4,17,0,,18,27,,0,3,,5 +battsma01,1947,1,BOS,AL,7,16,3,8,1,0,1,5,0,0,1,1,,0,0,,0 +baumhfr01,1947,1,CIN,NL,151,643,96,182,32,9,5,45,6,,56,53,,1,11,,6 +beardge01,1947,1,CLE,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +beazljo01,1947,1,BSN,NL,9,7,1,0,0,0,0,0,0,,0,5,,0,2,,0 +beckehe02,1947,1,CLE,AL,2,2,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +beggsjo01,1947,1,CIN,NL,11,11,1,1,0,0,0,2,0,,0,3,,0,1,,0 +beggsjo01,1947,2,NY1,NL,32,13,0,1,0,0,0,0,0,,0,4,,0,2,,0 +behrmha01,1947,1,BRO,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +behrmha01,1947,2,PIT,NL,10,6,0,0,0,0,0,0,0,,0,2,,0,1,,0 +behrmha01,1947,3,BRO,NL,38,26,1,6,1,0,0,1,0,,1,9,,0,4,,0 +bentoal01,1947,1,DET,AL,36,39,1,6,1,0,0,2,0,0,0,10,,0,3,,1 +berarjo01,1947,1,SLA,AL,90,306,29,80,22,1,1,20,6,5,44,26,,2,5,,9 +berrayo01,1947,1,NYA,AL,83,293,41,82,15,3,11,54,0,1,13,12,,0,0,,7 +bevenbi01,1947,1,NYA,AL,28,58,2,7,1,0,0,1,0,0,2,31,,0,3,,0 +binksge01,1947,1,PHA,AL,104,333,33,86,19,4,2,34,8,2,23,36,,1,6,,6 +bithohi01,1947,1,CHA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +blackdo01,1947,1,CLE,AL,30,66,2,12,2,0,0,8,0,0,1,14,,0,3,,4 +blackew01,1947,1,CIN,NL,33,106,5,13,2,0,0,4,0,,1,17,,0,7,,2 +blattbu01,1947,1,NY1,NL,55,153,28,40,9,2,0,13,4,,21,19,,0,1,,1 +bloodji01,1947,1,PIT,NL,88,316,27,79,9,0,7,48,1,,16,39,,2,1,,9 +bockmed01,1947,1,CLE,AL,46,66,8,17,2,2,1,14,0,0,5,17,,0,0,,0 +bonhati01,1947,1,PIT,NL,33,45,4,7,1,0,0,4,0,,3,5,,1,6,,2 +borowha01,1947,1,CHN,NL,41,56,5,7,3,0,0,6,0,,2,14,,1,0,,1 +boudrlo01,1947,1,CLE,AL,150,538,79,165,45,3,4,67,1,0,67,10,,4,14,,9 +bradybo01,1947,1,BSN,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,,0 +bragabo01,1947,1,BRO,NL,25,36,3,7,2,0,0,3,1,,7,3,,0,0,,0 +brancra01,1947,1,BRO,NL,43,97,8,12,1,0,0,9,0,,7,34,,0,9,,2 +brazlal01,1947,1,SLN,NL,44,64,6,14,1,0,0,5,0,,1,5,,0,3,,0 +brechha01,1947,1,SLN,NL,29,83,5,20,2,1,0,8,0,,7,7,,1,4,,2 +brisslo01,1947,1,PHA,AL,1,2,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +brownbo03,1947,1,NYA,AL,69,150,21,45,6,1,1,18,0,2,21,9,,1,3,,4 +brownto02,1947,1,BRO,NL,15,34,3,8,1,0,0,2,0,,1,6,,0,0,,1 +brownwa01,1947,1,SLA,AL,19,11,0,0,0,0,0,0,0,0,2,4,,0,0,,0 +brownwi02,1947,1,SLA,AL,21,67,4,12,3,0,1,6,2,2,0,7,,0,0,,2 +budnimi01,1947,1,NY1,NL,7,4,1,1,0,0,0,0,0,,0,0,,0,0,,0 +burkhke01,1947,1,SLN,NL,34,24,1,3,0,0,0,1,0,,0,6,,0,2,,0 +butlabi01,1947,1,BOS,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +byrneto01,1947,1,NYA,AL,4,0,0,0,0,0,0,0,0,0,1,0,,0,0,,0 +cabalpu01,1947,1,PHI,NL,2,7,2,1,0,0,0,0,0,,1,0,,0,0,,0 +caldwea01,1947,1,CHA,AL,40,7,0,0,0,0,0,0,0,0,0,1,,0,1,,0 +camelha01,1947,1,BSN,NL,52,150,10,29,8,1,1,11,0,,18,18,,0,2,,8 +candimi01,1947,1,WS1,AL,38,18,2,3,1,0,0,1,0,0,1,3,,0,2,,1 +carpebo01,1947,1,NY1,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +carpebo01,1947,2,CHN,NL,4,1,0,1,0,0,0,0,0,,0,0,,0,0,,0 +carysc01,1947,1,WS1,AL,23,13,1,1,0,0,0,1,0,0,2,3,,0,1,,1 +casege01,1947,1,WS1,AL,36,80,11,12,1,0,0,2,5,1,8,8,,0,1,,0 +caseyhu01,1947,1,BRO,NL,46,18,0,1,0,0,0,1,0,,1,2,,0,2,,0 +castipe01,1947,1,PIT,NL,13,50,6,14,0,0,0,1,0,,2,5,,0,0,,0 +cavarph01,1947,1,CHN,NL,127,459,56,144,22,5,2,63,2,,58,35,,0,5,,4 +chanded01,1947,1,BRO,NL,15,2,0,0,0,0,0,1,0,,1,1,,0,1,,0 +chandsp01,1947,1,NYA,AL,17,49,5,12,3,0,2,4,0,0,1,10,,0,3,,2 +chapmsa01,1947,1,PHA,AL,149,551,84,139,18,5,14,83,3,4,65,70,,0,8,,14 +chipmbo01,1947,1,CHN,NL,33,44,4,4,0,0,0,0,0,,1,16,,0,3,,1 +chrislo01,1947,1,CHA,AL,7,23,1,5,0,1,0,0,0,1,2,4,,0,0,,2 +chrisma01,1947,1,WS1,AL,110,374,27,83,15,2,1,33,4,4,32,16,,2,4,,10 +chrisru01,1947,1,PHA,AL,44,16,1,2,0,0,0,2,0,0,3,7,,0,2,,0 +clarkal01,1947,1,NYA,AL,24,67,9,25,5,0,1,14,0,0,5,2,,0,1,,5 +coangi01,1947,1,WS1,AL,11,42,5,21,3,2,0,3,2,1,5,6,,0,0,,0 +colemjo04,1947,1,PHA,AL,32,48,3,7,2,0,0,1,0,0,4,25,,0,3,,1 +colemra01,1947,1,SLA,AL,110,343,34,89,9,7,2,30,2,5,26,32,,1,0,,15 +colmafr01,1947,1,NYA,AL,22,28,2,3,0,0,2,6,0,0,2,6,,0,0,,0 +combsme01,1947,1,BOS,AL,17,68,8,15,1,0,1,6,0,0,9,9,,2,0,,3 +conwaja01,1947,1,CLE,AL,34,50,3,9,2,0,0,5,0,0,3,8,,0,3,,4 +coopemo01,1947,1,BSN,NL,10,13,0,0,0,0,0,0,0,,1,3,,0,1,,1 +coopemo01,1947,2,NY1,NL,8,14,3,6,2,0,1,3,0,,0,2,,1,2,,0 +coopepa01,1947,1,PHA,AL,13,16,0,4,2,0,0,3,0,0,0,5,,0,0,,0 +coopewa01,1947,1,NY1,NL,140,515,79,157,24,8,35,122,2,,24,43,,3,4,,13 +coxbi02,1947,1,PIT,NL,132,529,75,145,30,7,15,54,5,,29,28,,1,2,,5 +cramedo01,1947,1,DET,AL,73,157,21,42,2,2,2,30,0,4,20,5,,0,2,,9 +cregebe01,1947,1,SLN,NL,15,16,3,3,1,0,0,0,1,,1,3,,0,1,,1 +crosefr01,1947,1,NYA,AL,3,1,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +crossje01,1947,1,SLN,NL,51,49,4,5,1,0,0,3,0,,10,6,,0,0,,2 +culbele01,1947,1,BOS,AL,47,84,10,20,1,0,0,11,1,1,12,10,,3,3,,2 +culledi01,1947,1,BSN,NL,77,214,20,53,5,1,0,19,1,,19,15,,0,8,,5 +cullero01,1947,1,DET,AL,142,464,82,104,18,1,24,78,3,2,137,51,,0,6,,10 +curripe01,1947,1,SLA,AL,3,2,0,0,0,0,0,0,0,0,1,0,,0,0,,0 +dalledo01,1947,1,CHN,NL,66,115,18,33,7,1,1,14,0,,21,11,,0,0,,5 +dealco01,1947,1,BOS,AL,6,4,1,2,0,0,0,1,0,0,0,0,,0,0,,0 +deandi01,1947,1,SLA,AL,1,1,0,1,0,0,0,0,0,0,0,0,,0,0,,0 +dentesa01,1947,1,BOS,AL,46,168,14,39,4,2,0,11,0,1,19,15,,0,2,,6 +dickege02,1947,1,CHA,AL,83,211,15,47,6,0,1,27,4,2,34,25,,0,1,,2 +dicksmu01,1947,1,SLN,NL,47,80,4,17,2,0,0,9,0,,1,5,,0,2,,3 +dierich01,1947,1,SLN,NL,105,74,22,16,3,1,2,11,3,,19,22,,1,3,,1 +dietrbi01,1947,1,PHA,AL,11,16,1,1,0,0,0,1,0,0,0,8,,0,4,,0 +dillibo01,1947,1,SLA,AL,137,571,70,168,23,6,3,37,34,13,56,38,,4,4,,13 +dimagdo01,1947,1,BOS,AL,136,513,75,145,21,5,8,71,10,6,74,62,,3,9,,12 +dimagjo01,1947,1,NYA,AL,141,534,97,168,31,10,20,97,3,0,64,32,,3,0,,14 +dobsojo01,1947,1,BOS,AL,33,77,4,16,0,1,0,3,0,0,7,22,,0,7,,0 +dobyla01,1947,1,CLE,AL,29,32,3,5,1,0,0,2,0,0,1,11,,0,0,,2 +dockige01,1947,1,BRO,NL,4,1,0,0,0,0,0,0,0,,0,1,,0,0,,0 +doerrbo01,1947,1,BOS,AL,146,561,79,145,23,10,17,95,3,3,59,47,,0,4,,25 +donnebl01,1947,1,PHI,NL,38,32,0,2,0,0,0,0,0,,3,7,,0,5,,2 +dorisha01,1947,1,BOS,AL,41,35,2,5,2,0,0,1,0,0,1,14,,0,4,,2 +dorseca01,1947,1,CLE,AL,2,0,0,0,0,0,0,0,0,0,0,0,,0,1,,0 +doziebu01,1947,1,WS1,AL,2,1,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +drewska01,1947,1,NYA,AL,30,27,1,1,0,0,0,0,0,0,3,6,,0,1,,1 +dusaker01,1947,1,SLN,NL,111,328,56,93,7,3,6,28,1,,50,34,,0,5,,5 +earlyja01,1947,1,SLA,AL,87,214,25,48,9,3,3,19,0,1,54,34,,0,0,,3 +edwarbr01,1947,1,BRO,NL,130,471,53,139,15,8,9,80,2,,49,55,,2,6,,10 +edwarha01,1947,1,CLE,AL,108,393,54,102,12,3,15,59,1,3,31,55,,1,2,,4 +elliobo01,1947,1,BSN,NL,150,555,93,176,35,5,22,113,3,,87,60,,0,3,,15 +elliogl01,1947,1,BSN,NL,11,2,0,1,0,0,0,0,0,,0,0,,0,1,,0 +embrere01,1947,1,CLE,AL,28,52,5,9,0,0,0,3,0,0,1,14,,0,6,,0 +ennisde01,1947,1,PHI,NL,139,541,71,149,25,6,12,81,9,,37,51,,3,0,,17 +erauted01,1947,1,CIN,NL,36,29,1,2,0,0,0,2,0,,4,6,,0,3,,1 +erickpa01,1947,1,CHN,NL,40,60,2,15,2,0,1,3,0,,0,19,,0,0,,0 +ermerca01,1947,1,WS1,AL,1,3,0,0,0,0,0,0,0,0,0,0,,0,0,,1 +ettenni01,1947,1,PHI,NL,14,41,5,10,4,0,1,8,0,,5,4,,0,0,,2 +evansal01,1947,1,WS1,AL,99,319,17,77,8,3,2,23,2,1,28,25,,0,4,,11 +eversho01,1947,1,DET,AL,126,460,67,136,24,5,10,67,8,7,45,49,,6,14,,13 +fainfe01,1947,1,PHA,AL,136,461,70,134,28,6,7,71,4,5,95,34,,2,9,,15 +fannicl01,1947,1,SLA,AL,26,46,4,9,1,0,0,4,0,0,2,5,,0,4,,3 +fellebo01,1947,1,CLE,AL,42,98,8,18,3,2,0,7,0,1,8,38,,0,8,,3 +fernana01,1947,1,BSN,NL,83,209,16,43,4,0,2,21,2,,22,20,,0,6,,5 +ferreri01,1947,1,WS1,AL,37,99,10,30,11,0,0,12,0,0,14,7,,0,2,,4 +ferrida01,1947,1,BOS,AL,52,99,11,27,5,3,0,19,0,0,7,10,,0,0,,5 +ferrito01,1947,1,WS1,AL,31,10,0,1,0,0,0,0,0,0,1,2,,0,0,,0 +fineto01,1947,1,BOS,AL,9,9,1,3,0,0,0,1,0,0,2,0,,0,2,,0 +finnelo01,1947,1,PHI,NL,4,4,0,0,0,0,0,0,0,,0,0,,0,0,,0 +flemile01,1947,1,CLE,AL,103,281,39,68,14,2,4,43,0,0,53,42,,0,3,,6 +fletcel01,1947,1,PIT,NL,69,157,22,38,9,1,1,22,2,,29,24,,1,0,,5 +floreje01,1947,1,PHA,AL,28,44,2,10,1,0,0,0,0,0,1,5,,2,2,,0 +fowledi01,1947,1,PHA,AL,36,82,3,14,1,0,0,2,0,0,0,17,,0,4,,3 +foxne01,1947,1,PHA,AL,7,3,2,0,0,0,0,0,0,0,1,0,,0,0,,0 +frankhe01,1947,1,PHA,AL,8,15,2,3,0,1,0,1,0,0,4,4,,0,0,,1 +frazijo01,1947,1,CLE,AL,9,14,1,1,1,0,0,0,0,0,1,1,,0,0,,1 +freylo01,1947,1,CHN,NL,24,43,4,9,0,0,0,3,0,,4,6,,0,0,,0 +freylo01,1947,2,NYA,AL,24,28,10,5,2,0,0,2,3,0,10,1,,1,1,,1 +furilca01,1947,1,BRO,NL,124,437,61,129,24,7,8,88,7,,34,24,,1,4,,17 +gableke01,1947,1,PIT,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +galanau01,1947,1,CIN,NL,124,392,60,123,18,2,6,61,0,,94,19,,2,3,,5 +galehde01,1947,1,SLA,AL,9,8,1,0,0,0,0,1,0,0,1,1,,0,2,,1 +galehde01,1947,2,BOS,AL,21,52,1,5,0,0,0,3,0,0,1,19,,0,9,,1 +garagjo01,1947,1,SLN,NL,77,183,20,47,10,2,5,25,0,,40,14,,3,2,,5 +gearhga01,1947,1,NY1,NL,73,179,26,44,9,0,6,17,1,,17,30,,1,1,,4 +gebripe01,1947,1,CHA,AL,27,13,0,0,0,0,0,0,0,0,0,4,,0,1,,1 +gentrru01,1947,1,DET,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +getteal01,1947,1,CLE,AL,34,51,7,15,2,1,0,4,0,0,0,4,,1,2,,3 +gilbech01,1947,1,PHI,NL,83,152,20,36,5,2,2,10,1,,13,14,,1,0,,5 +gillebo01,1947,1,CHA,AL,25,33,2,2,0,0,0,0,0,0,3,12,,0,0,,2 +gionfal01,1947,1,PIT,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,,0 +gionfal01,1947,2,BRO,NL,37,62,10,11,2,1,0,6,2,,16,11,,0,4,,1 +goodmbi01,1947,1,BOS,AL,12,11,1,2,0,0,0,1,0,0,1,2,,0,0,,0 +gordojo01,1947,1,CLE,AL,155,562,89,153,27,6,29,93,7,3,62,49,,1,1,,16 +gordosi01,1947,1,NY1,NL,130,437,57,119,19,8,13,57,2,,50,21,,0,3,,11 +gorsijo01,1947,1,DET,AL,31,10,0,2,1,0,0,0,0,0,1,7,,0,0,,0 +gracejo01,1947,1,WS1,AL,78,234,25,58,9,4,3,17,1,2,35,15,,1,3,,6 +greenha01,1947,1,PIT,NL,125,402,71,100,13,2,25,74,0,,104,73,,4,0,,16 +greggha01,1947,1,BRO,NL,37,34,3,9,1,0,0,2,0,,1,8,,0,0,,1 +grodzjo01,1947,1,SLN,NL,16,1,0,0,0,0,0,0,0,,0,0,,0,0,,0 +gromest01,1947,1,CLE,AL,30,22,1,7,1,0,0,1,0,0,0,5,,0,0,,1 +grother02,1947,1,CLE,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grothjo01,1947,1,DET,AL,2,4,1,1,0,0,0,0,0,0,2,1,,0,0,,2 +groveor01,1947,1,CHA,AL,25,48,2,7,2,0,0,1,0,0,5,16,,0,1,,1 +guerrmi01,1947,1,PHA,AL,72,209,20,45,2,2,0,18,1,2,10,15,,0,6,,4 +gumbeha01,1947,1,CIN,NL,46,22,1,6,0,0,0,1,0,,1,6,,0,2,,1 +gumpera01,1947,1,NYA,AL,25,14,0,1,0,0,0,0,0,0,0,7,,0,2,,0 +gustifr01,1947,1,PIT,NL,156,616,102,183,30,6,9,67,5,,63,65,,2,10,,15 +guttedo01,1947,1,BOS,AL,54,131,20,22,2,0,2,5,3,1,17,13,,0,3,,1 +haasbe01,1947,1,CIN,NL,135,482,58,138,17,7,3,67,9,,42,27,,2,4,,7 +hackst01,1947,1,CHN,NL,76,240,28,65,11,2,0,12,0,,41,19,,0,2,,4 +haefnmi01,1947,1,WS1,AL,31,59,4,8,0,0,0,1,0,0,7,9,,0,3,,1 +hamnegr01,1947,1,PHI,NL,2,7,1,2,0,0,0,0,0,,1,0,,0,0,,1 +hamnera01,1947,1,CHN,NL,3,8,0,1,0,0,0,0,0,,0,3,,0,0,,0 +handlge01,1947,1,PHA,AL,36,90,10,23,2,1,0,8,1,0,10,2,,0,0,,3 +handlle01,1947,1,PHI,NL,101,277,17,70,10,3,0,42,1,,24,18,,0,5,,9 +hansean01,1947,1,NY1,NL,27,21,1,4,0,0,0,0,0,,0,9,,0,0,,1 +hardeme01,1947,1,CLE,AL,15,28,2,5,1,0,0,1,0,0,2,10,,0,5,,1 +harriea01,1947,1,CHA,AL,33,24,1,5,0,0,0,1,0,0,0,8,,0,2,,0 +harrilu01,1947,1,WS1,AL,3,1,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +harrimi01,1947,1,BOS,AL,15,12,2,5,0,1,0,2,0,0,3,2,,0,1,,0 +hartucl01,1947,1,NY1,NL,34,94,13,29,4,3,4,13,0,,3,21,,0,0,,2 +hattejo01,1947,1,BRO,NL,42,83,3,17,2,0,0,8,1,,2,16,,0,3,,1 +hattogr01,1947,1,CIN,NL,146,524,91,147,24,8,16,77,7,,81,50,,0,5,,10 +haugsph01,1947,1,BRO,NL,6,2,0,0,0,0,0,0,0,,0,1,,0,0,,0 +hayesfr01,1947,1,BOS,AL,5,13,0,2,0,0,0,1,0,0,0,1,,0,0,,0 +haynejo01,1947,1,CHA,AL,29,65,7,17,2,0,0,6,0,0,0,7,,0,1,,1 +hearnji01,1947,1,SLN,NL,37,55,1,8,2,0,0,3,0,,2,19,,0,2,,1 +heathje01,1947,1,SLA,AL,141,491,81,123,20,7,27,85,2,1,88,87,,1,2,,14 +heganji01,1947,1,CLE,AL,135,378,38,94,14,5,4,42,3,1,41,49,,1,6,,8 +heintke01,1947,1,PIT,NL,2,0,1,0,0,0,0,1,0,,1,0,,0,0,,0 +heintke01,1947,2,PHI,NL,24,43,2,5,0,0,0,3,0,,1,11,,0,6,,0 +hemslro01,1947,1,PHI,NL,2,3,0,1,0,0,0,1,0,,0,0,,0,0,,0 +henrito01,1947,1,NYA,AL,142,550,109,158,35,13,16,98,3,2,71,54,,3,5,,9 +hermabi01,1947,1,PIT,NL,15,47,3,10,4,0,0,6,0,,2,7,,0,0,,3 +hermage01,1947,1,BRO,NL,79,189,36,52,7,1,7,39,5,,28,7,,3,5,,3 +herriar01,1947,1,PIT,NL,11,2,0,0,0,0,0,0,0,,0,0,,0,0,,0 +hetkijo01,1947,1,CIN,NL,37,27,1,6,0,0,0,0,0,,2,2,,0,0,,0 +higbeki01,1947,1,BRO,NL,4,5,0,1,1,0,0,0,0,,0,1,,0,0,,0 +higbeki01,1947,2,PIT,NL,46,72,6,10,2,0,1,4,0,,2,11,,0,6,,2 +hitchbi01,1947,1,SLA,AL,80,275,25,61,2,2,1,28,3,0,21,34,,0,6,,9 +hodgegi01,1947,1,BRO,NL,28,77,9,12,3,1,1,7,0,,14,19,,0,0,,3 +hodgira01,1947,1,CHA,AL,59,180,26,53,10,3,1,24,1,0,13,4,,3,2,,6 +hoersle01,1947,1,PHI,NL,4,4,0,2,0,0,0,0,0,,0,1,,0,0,,0 +holmeto01,1947,1,BSN,NL,150,618,90,191,33,3,9,53,3,,44,16,,5,9,,15 +hoppjo01,1947,1,BSN,NL,134,430,74,124,20,2,2,32,13,,58,30,,2,12,,8 +houkra01,1947,1,NYA,AL,41,92,7,25,3,1,0,12,0,0,11,5,,1,0,,2 +houttar01,1947,1,DET,AL,23,40,2,12,2,0,0,3,0,1,0,3,,0,0,,0 +howarle01,1947,1,PIT,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +howeldi02,1947,1,PIT,NL,76,214,23,59,11,0,4,25,1,,27,34,,0,4,,2 +hudsosi01,1947,1,WS1,AL,20,39,4,12,1,0,0,6,0,0,1,0,,0,0,,1 +hugheto04,1947,1,PHI,NL,32,40,1,2,0,0,0,2,0,,1,15,,0,1,,0 +hughste01,1947,1,BOS,AL,29,61,3,2,1,0,0,2,0,0,5,22,,0,4,,1 +hutchfr01,1947,1,DET,AL,56,106,8,32,5,2,2,15,2,0,6,6,,0,1,,4 +iottho01,1947,1,SLA,AL,4,2,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +iottho01,1947,2,NY1,NL,20,21,1,3,2,0,0,4,0,,4,8,,0,2,,1 +jansela01,1947,1,NY1,NL,42,86,6,16,2,0,0,7,0,,3,13,,0,9,,4 +jarviro01,1947,1,PIT,NL,18,45,4,7,1,0,1,4,0,,6,5,,0,0,,1 +johnsbi03,1947,1,NYA,AL,132,494,67,141,19,8,10,95,1,2,44,43,,6,3,,21 +johnsdo02,1947,1,CHN,NL,120,402,33,104,17,2,3,26,2,,24,45,,1,7,,5 +johnsdo03,1947,1,NYA,AL,15,13,0,0,0,0,0,0,0,0,1,8,,0,4,,0 +johnsea01,1947,1,BOS,AL,46,44,1,12,1,0,0,4,0,0,1,10,,0,2,,3 +johnske01,1947,1,SLN,NL,2,4,1,2,0,0,0,0,0,,0,1,,0,0,,0 +johnssi01,1947,1,BSN,NL,36,30,1,1,0,0,0,1,0,,1,11,,0,0,,0 +jonesja03,1947,1,CHA,AL,45,171,15,41,7,1,3,20,1,0,13,25,,1,0,,4 +jonesja03,1947,2,BOS,AL,109,404,50,95,14,3,16,76,5,4,41,60,,3,3,,7 +jonesni01,1947,1,SLN,NL,23,73,6,18,4,0,1,5,0,,2,10,,0,2,,2 +jonessh01,1947,1,NY1,NL,15,16,0,2,0,0,0,1,0,,0,3,,0,1,,0 +joneswi01,1947,1,PHI,NL,18,62,5,14,0,1,0,10,2,,7,0,,0,0,,3 +joosted01,1947,1,PHA,AL,151,540,76,111,22,3,13,64,6,6,114,110,,4,24,,5 +jorgesp01,1947,1,BRO,NL,129,441,57,121,29,8,5,67,4,,58,45,,1,6,,5 +juddos01,1947,1,PHI,NL,44,64,6,12,2,2,0,2,0,,4,16,,1,0,,0 +judniwa01,1947,1,SLA,AL,144,500,58,129,24,3,18,64,2,5,60,62,,0,4,,6 +jurgebi01,1947,1,CHN,NL,14,40,5,8,2,0,1,2,0,,9,9,,0,0,,0 +jurisal01,1947,1,PHI,NL,34,31,1,1,0,0,0,0,0,,1,12,,0,4,,0 +karlan01,1947,1,BSN,NL,27,6,0,1,0,0,0,0,0,,0,2,,0,0,,2 +kellech01,1947,1,NYA,AL,45,151,36,36,6,1,13,36,0,0,41,18,,1,0,,3 +kellge01,1947,1,DET,AL,152,588,75,188,29,5,5,93,9,11,61,16,,3,10,,13 +keltnke01,1947,1,CLE,AL,151,541,49,139,29,3,11,76,5,4,59,45,,1,12,,8 +kennebi01,1947,1,WS1,AL,2,2,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +kennebo01,1947,1,CHA,AL,115,428,47,112,19,3,6,48,3,4,18,38,,0,2,,12 +kennemo01,1947,1,NY1,NL,34,48,6,8,0,0,0,6,0,,3,9,,0,1,,1 +kerrbu01,1947,1,NY1,NL,138,547,73,157,23,5,7,49,2,,36,49,,0,13,,12 +kindeel01,1947,1,SLA,AL,34,62,4,8,0,0,0,4,0,0,1,20,,0,4,,1 +kinerra01,1947,1,PIT,NL,152,565,118,177,23,4,51,127,1,,98,81,,2,1,,12 +kingcl01,1947,1,BRO,NL,29,26,1,3,1,0,0,4,0,,1,12,,0,1,,0 +kirkto01,1947,1,PHA,AL,1,1,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +kliemed01,1947,1,CLE,AL,58,19,1,2,0,0,0,1,0,0,2,6,,0,1,,0 +klingbo01,1947,1,BOS,AL,28,9,1,1,0,0,0,0,0,0,0,2,,0,2,,0 +kluszte01,1947,1,CIN,NL,9,10,1,1,0,0,0,2,0,,1,2,,0,0,,0 +kluttcl01,1947,1,PIT,NL,73,232,26,70,9,2,6,42,1,,17,18,,2,4,,2 +knerrlo01,1947,1,WS1,AL,6,1,0,1,0,0,0,0,0,0,0,0,,0,0,,0 +knickau01,1947,1,PHA,AL,21,48,8,12,3,2,0,2,0,1,3,4,,0,2,,1 +koechdi01,1947,1,PHI,NL,3,4,0,0,0,0,0,0,0,,0,2,,0,0,,0 +kollodo01,1947,1,CHA,AL,124,485,49,135,25,4,2,35,11,4,17,34,,0,7,,22 +kosloda01,1947,1,NY1,NL,39,78,6,10,1,0,0,2,0,,8,37,,0,1,,0 +krameja01,1947,1,SLA,AL,33,62,3,7,1,0,0,2,0,0,8,25,,0,5,,1 +kressch01,1947,1,CIN,NL,11,27,4,4,0,0,0,0,0,,6,4,,0,1,,0 +kuheljo01,1947,1,CHA,AL,3,3,0,0,0,0,0,0,0,0,0,3,,0,0,,0 +kurowwh01,1947,1,SLN,NL,146,513,108,159,27,6,27,104,4,,87,56,,10,4,,19 +kushem01,1947,1,CHN,NL,47,20,2,5,2,0,0,1,0,,0,1,,0,0,,0 +kuzavbo01,1947,1,CLE,AL,4,9,0,1,0,0,0,1,0,0,0,3,,0,0,,0 +laabsch01,1947,1,PHA,AL,15,32,5,7,1,0,1,5,0,0,4,4,,0,0,,0 +ladedo01,1947,1,CHN,NL,35,60,3,13,2,0,0,4,1,,5,18,,0,3,,0 +lafatjo01,1947,1,NY1,NL,62,95,13,21,1,0,2,18,1,,15,18,,1,0,,3 +lakeed01,1947,1,DET,AL,158,602,96,127,19,6,12,46,11,10,120,54,,1,9,,14 +lakemal01,1947,1,CIN,NL,2,2,0,0,0,0,0,0,0,,0,1,,0,0,,0 +lakemal01,1947,2,PHI,NL,55,182,11,29,3,0,6,19,0,,5,39,,1,1,,2 +lamanra01,1947,1,CIN,NL,118,413,33,106,21,3,5,50,0,,28,39,,2,5,,6 +lambecl01,1947,1,CIN,NL,3,1,0,0,0,0,0,0,0,,0,0,,0,0,,0 +lanfrwa01,1947,1,BSN,NL,37,10,1,0,0,0,0,0,0,,0,5,,0,1,,0 +lannijo01,1947,1,BSN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lapoira01,1947,1,PHI,NL,56,211,33,65,7,0,1,15,8,,17,15,,1,1,,0 +lavagco01,1947,1,BRO,NL,41,69,6,18,1,0,3,11,0,,12,5,,0,1,,1 +leebi02,1947,1,CHN,NL,14,3,0,1,0,0,0,0,0,,0,0,,0,0,,0 +leeth01,1947,1,CHA,AL,21,29,0,6,0,0,0,1,0,0,2,11,,0,0,,0 +lehnepa01,1947,1,SLA,AL,135,483,59,120,25,9,7,48,5,5,28,29,,3,9,,18 +lemonbo01,1947,1,CLE,AL,47,56,11,18,4,3,2,5,0,0,6,9,,0,2,,0 +leonadu02,1947,1,PHI,NL,32,80,4,14,1,0,0,12,0,,2,16,,1,6,,1 +levanje01,1947,1,PHI,NL,2,9,3,4,0,0,0,1,0,,0,0,,0,0,,0 +lewisbu01,1947,1,WS1,AL,140,506,67,132,15,4,6,48,6,6,51,27,,1,10,,17 +lindejo01,1947,1,NYA,AL,127,476,66,131,18,7,11,67,1,2,32,70,,1,4,,15 +lindely01,1947,1,CLE,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +litwhda01,1947,1,BSN,NL,91,226,38,59,5,2,7,31,1,,25,43,,1,2,,6 +livelbu01,1947,1,CIN,NL,38,32,4,6,3,1,0,1,0,,2,7,,0,3,,1 +livinmi01,1947,1,CHN,NL,19,33,2,7,2,0,0,3,0,,1,5,,0,1,,0 +livinmi01,1947,2,NY1,NL,5,6,0,1,0,0,0,0,0,,1,2,,0,0,,0 +lockmwh01,1947,1,NY1,NL,2,2,0,1,0,0,0,1,0,,0,0,,0,0,,0 +lohrkja01,1947,1,NY1,NL,112,329,44,79,12,4,11,35,3,,46,29,,2,8,,11 +lollash01,1947,1,NYA,AL,11,32,4,7,0,1,1,6,0,1,1,5,,0,0,,3 +lombaer01,1947,1,NY1,NL,48,110,8,31,5,0,4,21,0,,7,9,,0,1,,4 +lombavi01,1947,1,BRO,NL,36,66,1,16,2,0,0,6,0,,1,4,,0,1,,2 +lopated01,1947,1,CHA,AL,35,96,5,19,3,0,0,11,0,0,4,6,,0,4,,2 +lopezal01,1947,1,CLE,AL,61,126,9,33,1,0,0,14,1,1,9,13,,0,1,,1 +lowrepe01,1947,1,CHN,NL,115,448,56,126,17,5,5,37,2,,38,26,,1,6,,7 +lucadjo01,1947,1,NYA,AL,12,12,0,1,0,0,0,0,0,0,1,5,,0,0,,1 +lukoned01,1947,1,CIN,NL,86,200,26,41,6,1,11,33,0,,28,36,,1,1,,4 +lunddo01,1947,1,BRO,NL,11,20,5,6,2,0,2,5,0,,3,7,,0,0,,0 +lyonsal01,1947,1,NYA,AL,8,6,1,4,1,0,0,3,0,0,0,1,,0,0,,0 +lyonsal01,1947,2,PIT,NL,15,10,1,2,0,0,1,1,0,,1,3,,1,0,,0 +lyonsed01,1947,1,WS1,AL,7,26,2,4,0,0,0,0,0,0,2,2,,0,0,,0 +mackife01,1947,1,CLE,AL,2,5,0,0,0,0,0,0,0,0,0,2,,0,1,,2 +mackife01,1947,2,WS1,AL,3,6,1,1,1,0,0,0,0,0,0,1,,0,0,,0 +mackra01,1947,1,NYA,AL,1,0,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +mackra01,1947,2,CHN,NL,21,78,9,17,6,0,2,12,0,,5,15,,1,0,,3 +maconma01,1947,1,BSN,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,,0 +madrisa01,1947,1,CHN,NL,8,24,0,3,1,0,0,1,0,,1,6,,0,0,,0 +majesha01,1947,1,PHA,AL,141,479,54,134,26,5,8,72,1,0,53,31,,5,8,,18 +mallobo01,1947,1,CIN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +maltzgo01,1947,1,CHA,AL,33,7,2,1,1,0,0,0,0,0,2,4,,0,1,,0 +mancufr01,1947,1,WS1,AL,43,131,5,30,5,1,0,13,0,0,5,11,,0,1,,8 +marchph01,1947,1,PHA,AL,35,98,8,15,3,0,1,9,0,0,4,25,,1,12,,2 +marioma01,1947,1,SLN,NL,149,540,57,147,19,6,4,74,3,,49,58,,1,9,,16 +marshwi01,1947,1,NY1,NL,155,587,102,171,19,6,36,107,3,,67,30,,2,0,,14 +martira01,1947,1,BSN,NL,1,3,0,0,0,0,0,0,0,,1,3,,0,0,,0 +masiph01,1947,1,BSN,NL,126,411,54,125,22,4,9,50,7,,47,27,,1,11,,12 +mastewa02,1947,1,WS1,AL,36,83,4,11,2,1,0,4,0,0,4,43,,0,3,,1 +mauchge01,1947,1,PIT,NL,16,30,8,9,0,0,0,1,0,,7,6,,0,0,,0 +maunedi01,1947,1,PHI,NL,15,2,0,0,0,0,0,0,0,,0,1,,0,0,,0 +mayoed01,1947,1,DET,AL,142,535,66,149,28,4,6,48,3,7,48,28,,0,12,,16 +mcbrito01,1947,1,BOS,AL,2,5,0,1,0,0,0,0,0,0,0,0,,0,0,,1 +mcbrito01,1947,2,WS1,AL,56,166,19,45,4,2,0,15,3,1,15,9,,0,0,,8 +mccahbi01,1947,1,PHA,AL,29,55,8,9,2,0,0,1,0,0,3,5,,0,3,,1 +mccorfr01,1947,1,PHI,NL,15,40,7,9,2,0,1,8,0,,3,2,,0,0,,2 +mccorfr01,1947,2,BSN,NL,81,212,24,75,18,2,2,43,2,,11,8,,0,2,,8 +mccormi02,1947,1,BSN,NL,92,284,42,81,13,7,3,36,1,,20,21,,0,11,,10 +mccosba01,1947,1,PHA,AL,137,546,77,179,22,7,1,52,1,4,57,29,,4,9,,5 +mcculcl01,1947,1,CHN,NL,86,234,25,59,12,4,3,30,1,,20,20,,1,2,,7 +mcgahed01,1947,1,BOS,AL,9,14,1,0,0,0,0,2,0,0,3,0,,0,0,,0 +mchaljo01,1947,1,DET,AL,39,95,10,20,1,0,3,11,1,1,7,24,,0,1,,0 +mclisca01,1947,1,PIT,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcquige02,1947,1,NYA,AL,144,517,84,157,24,3,13,80,0,2,78,66,,0,14,,6 +mcquigl01,1947,1,SLA,AL,1,1,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +medwijo01,1947,1,SLN,NL,75,150,19,46,12,0,4,28,0,,16,12,,0,0,,3 +meersru01,1947,1,CHN,NL,35,14,1,2,0,0,0,0,0,,0,6,,0,0,,1 +melesa01,1947,1,BOS,AL,123,453,71,137,14,8,12,73,0,3,37,35,,1,6,,11 +meltoru01,1947,1,BRO,NL,4,1,0,1,0,0,0,0,0,,0,0,,0,0,,0 +merulle01,1947,1,CHN,NL,108,373,24,90,16,1,0,29,4,,15,26,,2,3,,11 +metkoca01,1947,1,CLE,AL,126,473,68,120,22,7,5,40,5,3,32,51,,1,9,,9 +meyerru01,1947,1,CHN,NL,23,12,2,3,0,0,0,1,0,,0,1,,0,0,,0 +michaca01,1947,1,CHA,AL,110,355,31,97,15,4,3,34,10,5,39,28,,3,7,,14 +mierked01,1947,1,DET,AL,21,42,6,8,1,0,1,1,1,0,1,12,,0,0,,2 +miksied01,1947,1,BRO,NL,45,86,18,23,1,0,4,10,0,,9,8,,0,0,,2 +milleed03,1947,1,CIN,NL,151,545,69,146,38,4,19,87,5,,49,40,,4,4,,15 +milleox01,1947,1,CHN,NL,4,7,3,3,1,0,1,4,0,,0,2,,0,0,,0 +mitchda01,1947,1,CLE,AL,123,493,69,156,16,10,1,34,2,5,23,14,,0,2,,2 +mizejo01,1947,1,NY1,NL,154,586,137,177,26,2,51,138,2,,74,42,,4,0,,6 +moorete01,1947,1,SLN,NL,127,460,61,130,17,1,7,45,1,,38,39,,1,9,,10 +moseswa01,1947,1,BOS,AL,90,255,32,70,18,2,2,27,3,0,27,16,,0,3,,6 +mossle01,1947,1,SLA,AL,96,274,17,43,5,2,6,27,0,0,35,48,,1,2,,4 +mouldgl01,1947,1,SLA,AL,32,17,1,4,0,0,0,0,0,0,0,4,,0,1,,0 +muellra01,1947,1,CIN,NL,71,192,17,48,11,0,6,33,1,,16,25,,1,2,,8 +mulcahu01,1947,1,PIT,NL,2,3,0,1,0,0,0,0,0,,0,0,,0,0,,0 +mullidi01,1947,1,BSN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mullipa01,1947,1,DET,AL,116,398,62,102,28,6,15,62,3,8,63,66,,1,5,,6 +muncrbo01,1947,1,SLA,AL,31,57,2,6,0,0,0,4,0,0,4,23,,0,4,,1 +mungere01,1947,1,SLN,NL,40,81,3,15,3,0,0,7,0,,4,28,,1,3,,2 +murphjo04,1947,1,BOS,AL,32,11,1,3,0,0,0,1,0,0,2,4,,0,0,,0 +murtada01,1947,1,BSN,NL,3,8,0,1,0,0,0,0,0,,1,2,,0,0,,0 +musiast01,1947,1,SLN,NL,149,587,113,183,30,13,19,95,4,,80,24,,4,6,,18 +myattge01,1947,1,WS1,AL,12,7,1,0,0,0,0,0,0,0,4,4,,0,0,,0 +nagyst01,1947,1,PIT,NL,6,4,0,1,0,0,0,0,0,,0,2,,0,0,,0 +neillto01,1947,1,BSN,NL,7,10,1,2,0,1,0,0,0,,1,2,,1,0,,1 +newhoha01,1947,1,DET,AL,40,96,5,19,0,0,0,9,0,0,15,20,,0,3,,3 +newsobo01,1947,1,WS1,AL,14,29,1,7,2,0,0,3,0,0,0,6,,0,2,,1 +newsobo01,1947,2,NYA,AL,17,42,0,4,0,0,0,1,0,0,0,11,,0,1,,1 +newsosk01,1947,1,PHI,NL,95,310,36,71,8,2,2,22,4,,24,24,,0,2,,5 +nichobi01,1947,1,CHN,NL,148,487,69,119,28,1,26,75,1,,87,83,,5,1,,4 +northro01,1947,1,PHI,NL,13,47,7,12,3,0,0,3,1,,6,3,,0,0,,0 +northro01,1947,2,SLN,NL,110,311,52,91,19,3,15,63,0,,48,29,,2,0,,7 +osterfr01,1947,1,PIT,NL,26,64,6,12,1,0,0,5,0,,4,12,,0,6,,2 +ottme01,1947,1,NY1,NL,4,4,0,0,0,0,0,0,0,,0,0,,0,0,,0 +outlaji01,1947,1,DET,AL,70,127,20,29,7,1,0,15,3,1,21,14,,0,3,,2 +overmst01,1947,1,DET,AL,28,47,2,7,0,0,0,2,0,0,5,8,,0,2,,0 +padgedo01,1947,1,PHI,NL,75,158,14,50,8,1,0,24,0,,16,5,,1,0,,6 +pafkoan01,1947,1,CHN,NL,129,513,68,155,25,7,13,66,4,,31,39,,3,3,,19 +pagejo01,1947,1,NYA,AL,56,46,1,10,0,0,1,5,0,0,2,16,,0,2,,0 +palicer01,1947,1,BRO,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +papisfr01,1947,1,CHA,AL,38,58,1,5,0,0,0,2,0,0,1,15,,0,6,,2 +parneme01,1947,1,BOS,AL,15,18,1,1,0,0,0,1,0,0,0,4,,0,0,,0 +partero01,1947,1,BOS,AL,60,169,14,39,2,0,0,16,0,0,18,23,,0,5,,4 +passecl01,1947,1,CHN,NL,19,14,0,0,0,0,0,0,0,,0,7,,0,1,,1 +peckha01,1947,1,CLE,AL,114,392,58,115,18,2,8,44,3,3,27,31,,2,1,,6 +pellaed01,1947,1,BOS,AL,74,231,29,47,8,1,4,19,2,2,23,35,,2,7,,3 +perkoha01,1947,1,CIN,NL,3,1,0,0,0,0,0,0,0,,1,0,,0,0,,0 +peskyjo01,1947,1,BOS,AL,155,638,106,207,27,8,0,39,12,9,72,22,,0,9,,10 +peterke01,1947,1,CIN,NL,37,44,0,3,0,0,0,2,0,,2,13,,0,4,,2 +peterru02,1947,1,SLA,AL,39,47,10,16,4,0,0,2,0,0,6,8,,0,1,,1 +phillda01,1947,1,CHA,AL,143,551,55,142,25,11,2,45,21,16,35,39,,1,5,,14 +phillja02,1947,1,NYA,AL,16,36,5,10,0,1,1,2,0,0,3,5,,0,0,,0 +piconma01,1947,1,NY1,NL,2,2,0,1,1,0,0,2,0,,0,0,,0,0,,0 +pierema01,1947,1,WS1,AL,23,26,1,6,0,0,0,1,0,0,0,1,,0,2,,1 +poatra01,1947,1,NY1,NL,7,21,3,4,1,1,1,5,0,,1,7,,0,1,,0 +polanhu01,1947,1,PHI,NL,4,8,0,0,0,0,0,0,0,,0,0,,0,0,,1 +polanhu01,1947,2,CIN,NL,16,18,1,6,1,0,0,2,0,,1,4,,0,0,,0 +polivke01,1947,1,CIN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +polleho01,1947,1,SLN,NL,37,65,5,15,1,2,0,5,0,,1,13,,0,0,,2 +poolera01,1947,1,PHA,AL,13,13,1,3,0,0,0,1,0,0,1,4,,0,0,,1 +posselo01,1947,1,PHI,NL,2,0,0,0,0,0,0,0,0,,1,0,,0,0,,0 +pottene01,1947,1,SLA,AL,32,35,3,9,1,0,0,2,0,0,7,2,,0,0,,0 +priddje01,1947,1,WS1,AL,147,505,42,108,20,3,3,49,7,6,62,79,,1,8,,16 +queenme01,1947,1,NYA,AL,5,1,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +queenme01,1947,2,PIT,NL,14,26,1,2,0,0,0,1,0,,0,6,,0,1,,1 +racklma01,1947,1,BRO,NL,18,9,2,2,0,0,0,2,0,,1,0,,0,0,,0 +raffeke01,1947,1,PHI,NL,10,15,2,4,0,0,0,0,0,,0,7,,0,0,,0 +raffeke01,1947,2,CIN,NL,19,37,1,6,0,0,0,5,0,,1,22,,0,2,,0 +ramsdwi01,1947,1,BRO,NL,2,1,0,1,0,0,0,1,0,,0,0,,0,0,,0 +raschvi01,1947,1,NYA,AL,15,40,5,10,2,0,0,3,0,0,1,7,,0,1,,0 +reesepe01,1947,1,BRO,NL,142,476,81,135,24,4,12,73,7,,104,67,,2,8,,7 +reisepe01,1947,1,BRO,NL,110,388,68,120,23,2,5,46,14,,68,41,,2,4,,3 +reynoal01,1947,1,NYA,AL,38,89,7,13,1,0,0,5,0,0,7,26,,0,7,,1 +rhawnbo01,1947,1,NY1,NL,13,45,7,14,3,0,1,3,0,,8,1,,0,1,,1 +ricede01,1947,1,SLN,NL,97,261,28,57,7,3,12,44,1,,36,40,,1,3,,5 +richmdo01,1947,1,PHA,AL,19,21,2,4,1,1,0,4,0,0,3,3,,0,0,,1 +rickema01,1947,1,CHN,NL,71,137,7,20,0,0,2,15,0,,15,17,,0,2,,5 +riddlel01,1947,1,CIN,NL,16,5,2,0,0,0,0,0,0,,2,2,,0,1,,1 +riebeha01,1947,1,DET,AL,8,7,0,0,0,0,0,2,0,0,0,2,,0,0,,0 +rignebi01,1947,1,NY1,NL,130,531,84,142,24,3,17,59,7,,51,54,,5,9,,10 +rignejo01,1947,1,CHA,AL,11,14,0,0,0,0,0,0,0,0,0,3,,0,1,,1 +rikarcu01,1947,1,PIT,NL,109,324,57,93,16,4,4,32,1,,50,39,,1,1,,9 +rizzuph01,1947,1,NYA,AL,153,549,78,150,26,9,2,60,11,6,57,31,,8,9,,6 +robersh01,1947,1,WS1,AL,95,266,25,62,9,3,1,23,4,5,32,52,,1,5,,3 +robinaa01,1947,1,NYA,AL,82,252,23,68,11,5,5,36,0,1,40,26,,0,0,,5 +robined01,1947,1,CLE,AL,95,318,52,78,10,1,14,52,1,0,30,18,,2,5,,10 +robinja02,1947,1,BRO,NL,151,590,125,175,31,5,12,48,29,,74,36,,9,28,,5 +roepr01,1947,1,PIT,NL,38,40,1,5,0,0,0,1,0,,2,15,,0,4,,0 +rojekst01,1947,1,BRO,NL,32,80,7,21,0,1,0,7,1,,7,3,,0,1,,3 +rosarbu01,1947,1,PHA,AL,102,359,40,93,20,2,1,33,1,3,40,13,,1,9,,11 +rosenal01,1947,1,CLE,AL,7,9,1,1,0,0,0,0,0,0,0,3,,0,0,,0 +rowelba01,1947,1,BSN,NL,113,384,48,106,23,2,5,40,7,,18,14,,1,11,,3 +rowesc01,1947,1,PHI,NL,43,79,9,22,2,0,2,11,0,,13,18,,0,2,,1 +ruffire01,1947,1,CHA,AL,14,24,2,5,0,0,0,3,0,0,1,3,,0,0,,1 +russeji01,1947,1,PIT,NL,128,478,68,121,21,8,8,51,7,,63,58,,2,5,,12 +russeri01,1947,1,BOS,AL,26,52,8,8,1,0,1,3,0,0,8,7,,0,2,,4 +ruszkha01,1947,1,CLE,AL,23,27,5,7,2,0,3,4,0,0,2,6,,0,0,,0 +rutnemi01,1947,1,PHA,AL,12,48,4,12,1,0,1,4,0,0,3,2,,0,1,,4 +ryanco01,1947,1,BSN,NL,150,544,60,144,33,5,5,69,5,,71,60,,1,11,,12 +sainjo01,1947,1,BSN,NL,40,107,13,37,7,0,0,18,0,,3,1,,0,8,,2 +salkebi01,1947,1,PIT,NL,47,61,5,13,2,0,0,8,0,,6,8,,0,1,,2 +sanfofr01,1947,1,SLA,AL,34,54,5,11,2,0,0,1,0,1,1,23,,0,7,,0 +savagbo01,1947,1,PHA,AL,44,40,1,2,0,0,0,0,0,0,2,18,,0,2,,0 +scarbra01,1947,1,WS1,AL,33,50,2,6,1,0,0,3,0,0,1,9,,0,3,,2 +schanch01,1947,1,PHI,NL,34,27,0,4,0,0,0,0,0,,1,15,,0,1,,0 +schefbo01,1947,1,CHN,NL,110,363,33,96,11,5,5,50,2,,25,25,,0,4,,12 +scheica01,1947,1,PHA,AL,22,45,4,6,0,0,0,3,0,0,1,3,,0,0,,3 +schenha01,1947,1,CHN,NL,7,14,2,1,0,0,0,0,0,,2,1,,1,1,,0 +schmifr01,1947,1,SLN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schmifr01,1947,2,PHI,NL,29,20,0,1,0,0,0,0,0,,0,7,,0,0,,0 +schmifr01,1947,3,CHN,NL,1,2,0,0,0,0,0,0,0,,0,1,,0,0,,0 +schmijo01,1947,1,CHN,NL,38,68,3,9,0,0,0,3,0,,4,30,,0,6,,0 +schoere01,1947,1,SLN,NL,151,659,91,167,25,9,3,48,6,,48,27,,0,3,,16 +schulho01,1947,1,BRO,NL,2,1,0,0,0,0,0,0,0,,0,0,,0,0,,1 +schulho01,1947,2,PHI,NL,114,403,30,90,19,1,6,35,0,,21,70,,1,4,,10 +schuljo05,1947,1,SLA,AL,43,38,3,7,0,0,1,1,0,0,4,5,,0,0,,1 +schulmi01,1947,1,CIN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +seerepa01,1947,1,CLE,AL,82,216,24,37,4,1,11,29,0,1,34,66,,0,1,,7 +seminan01,1947,1,PHI,NL,111,337,48,85,16,2,13,50,4,,58,69,,5,5,,9 +sepkote01,1947,1,CLE,AL,10,8,0,1,1,0,0,0,0,0,1,1,,0,0,,0 +sepkote01,1947,2,NYA,AL,2,0,1,0,0,0,0,0,0,1,0,0,,0,0,,0 +sewelri01,1947,1,PIT,NL,24,40,2,5,0,0,1,4,0,,1,6,,0,0,,3 +sheasp01,1947,1,NYA,AL,27,56,8,11,2,1,0,1,0,0,5,9,,0,8,,1 +shofnst01,1947,1,BOS,AL,5,13,1,2,0,1,0,0,0,0,0,3,,0,0,,0 +shouncl01,1947,1,CIN,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shouncl01,1947,2,BSN,NL,26,19,2,3,0,0,0,0,0,,0,3,,0,1,,0 +silveke01,1947,1,NYA,AL,3,10,0,2,0,0,0,0,0,0,2,2,,0,0,,0 +simmocu01,1947,1,PHI,NL,1,2,0,1,0,0,0,0,0,,0,0,,0,1,,0 +singlel01,1947,1,PIT,NL,41,13,1,4,0,1,0,2,0,,0,4,,0,1,,0 +sisledi01,1947,1,SLN,NL,46,74,4,15,2,1,0,9,0,,3,8,,0,0,,0 +sistisi01,1947,1,BSN,NL,56,153,22,43,8,0,2,15,2,,20,17,,2,6,,4 +slaugen01,1947,1,SLN,NL,147,551,100,162,31,13,10,86,4,,59,27,,4,5,,10 +smithed04,1947,1,CHA,AL,15,6,1,1,0,0,0,0,0,0,0,1,,0,0,,0 +smithed04,1947,2,BOS,AL,8,6,1,1,0,0,0,0,0,0,1,1,,0,0,,1 +snidedu01,1947,1,BRO,NL,40,83,6,20,3,1,0,5,2,,3,24,,1,2,,0 +spahnwa01,1947,1,BSN,NL,41,98,6,16,2,1,0,6,0,,6,29,,0,8,,0 +spencst01,1947,1,WS1,AL,147,506,62,141,22,6,16,73,2,2,81,41,,0,1,,11 +spragho01,1947,1,PHI,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stalege01,1947,1,SLN,NL,18,6,0,0,0,0,0,0,0,,0,1,,0,0,,0 +stallvi01,1947,1,CIN,NL,8,1,1,0,0,0,0,0,0,,0,1,,0,0,,0 +stanked01,1947,1,BRO,NL,146,559,97,141,24,5,3,53,3,,103,39,,5,12,,7 +starrdi01,1947,1,NYA,AL,4,3,1,1,1,0,0,0,0,0,0,1,,0,1,,1 +steinbe01,1947,1,DET,AL,1,0,1,0,0,0,0,0,0,0,0,0,,0,0,,0 +stephbr01,1947,1,CLE,AL,31,27,1,3,0,0,0,0,0,0,0,8,,0,1,,0 +stephjo01,1947,1,CHA,AL,16,35,3,5,0,0,0,3,0,0,1,7,,2,0,,0 +stephve01,1947,1,SLA,AL,150,562,74,157,18,4,15,83,8,4,70,61,,0,2,,7 +steveed01,1947,1,BRO,NL,5,13,0,2,1,0,0,0,0,,1,5,,0,0,,0 +stirnsn01,1947,1,NYA,AL,148,571,102,146,18,8,5,41,5,3,89,47,,2,11,,13 +stobbch01,1947,1,BOS,AL,4,1,0,0,0,0,0,0,0,0,0,0,,0,0,,1 +strinni01,1947,1,PIT,NL,32,21,0,1,0,0,0,0,0,,2,3,,0,1,,0 +sturgbo01,1947,1,CHN,NL,87,232,16,59,10,5,0,21,0,,7,12,,0,4,,9 +suderpe01,1947,1,PHA,AL,145,528,45,127,28,4,5,60,0,3,35,44,,2,14,,14 +sullibi04,1947,1,PIT,NL,38,55,1,14,3,0,0,8,1,,6,3,,0,0,,1 +sullijo06,1947,1,WS1,AL,49,133,13,34,0,1,0,5,0,2,22,14,,0,2,,1 +swartbu01,1947,1,SLA,AL,5,1,0,1,0,0,0,0,0,0,0,0,,0,0,,0 +swiftbo01,1947,1,DET,AL,97,279,23,70,11,0,1,21,2,2,33,16,,0,11,,8 +taborji01,1947,1,PHI,NL,75,251,27,59,14,0,4,31,2,,20,21,,2,3,,7 +tatumto01,1947,1,BRO,NL,4,6,0,0,0,0,0,0,0,,0,1,,0,0,,0 +tatumto01,1947,2,CIN,NL,69,176,19,48,5,2,1,16,7,,16,16,,0,1,,2 +tayloha03,1947,1,BRO,NL,33,62,3,8,2,1,0,8,0,,0,15,,1,2,,0 +tebbebi01,1947,1,DET,AL,20,53,1,5,1,0,0,2,0,1,3,3,,0,2,,2 +tebbebi01,1947,2,BOS,AL,90,291,22,87,10,0,1,28,2,4,21,30,,0,4,,8 +thompha02,1947,1,SLA,AL,27,78,10,20,1,1,0,5,2,1,10,7,,0,1,,2 +thompju01,1947,1,NY1,NL,15,6,0,0,0,0,0,0,0,,0,1,,0,0,,0 +thomsbo01,1947,1,NY1,NL,138,545,105,154,26,5,29,85,1,,40,78,,4,2,,11 +toeneha01,1947,1,WS1,AL,3,1,0,0,0,0,0,0,0,0,1,0,,0,1,,0 +torgeea01,1947,1,BSN,NL,128,399,73,112,20,6,16,78,11,,82,59,,0,3,,6 +tostlo01,1947,1,PIT,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +travice01,1947,1,WS1,AL,74,204,10,44,4,1,1,10,1,3,16,19,,0,1,,4 +treshmi01,1947,1,CHA,AL,90,274,19,66,6,2,0,20,2,0,26,26,,2,1,,9 +trinkke01,1947,1,NY1,NL,62,16,1,3,0,0,0,1,0,,0,4,,0,0,,0 +troutdi01,1947,1,DET,AL,34,68,5,11,2,1,3,15,0,0,8,19,,0,1,,0 +truckvi01,1947,1,DET,AL,36,70,7,19,2,0,0,5,0,0,1,7,,0,0,,3 +tucketh01,1947,1,CHA,AL,89,254,28,60,9,4,1,17,10,4,38,25,,0,1,,0 +usherbo01,1947,1,CIN,NL,9,22,2,4,0,0,1,1,0,,2,2,,0,0,,1 +valoel01,1947,1,PHA,AL,112,370,60,111,12,6,5,36,11,3,64,21,,2,14,,4 +vancujo01,1947,1,BRO,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vandejo01,1947,1,CIN,NL,31,57,3,5,2,0,0,2,0,,3,18,,0,9,,1 +vaughar01,1947,1,BRO,NL,64,126,24,41,5,2,2,25,4,,27,11,,0,0,,2 +verbaem01,1947,1,PHI,NL,155,540,50,154,14,8,0,42,5,,23,8,,1,9,,13 +vernomi01,1947,1,WS1,AL,154,600,77,159,29,12,7,85,12,12,49,42,,0,3,,12 +voisebi01,1947,1,NY1,NL,11,15,0,2,0,0,0,0,0,,0,6,,0,0,,0 +voisebi01,1947,2,BSN,NL,22,53,3,9,2,0,0,3,0,,0,12,,0,3,,3 +vollmcl01,1947,1,CIN,NL,78,155,19,34,10,0,1,13,0,,9,18,,1,3,,2 +wagneha01,1947,1,BOS,AL,21,65,5,15,3,0,0,6,0,0,9,5,,0,1,,1 +wagneha01,1947,2,DET,AL,71,191,19,55,10,0,5,33,0,1,28,16,,1,2,,2 +wahlke01,1947,1,CIN,NL,39,81,8,14,0,0,1,4,0,,6,12,,1,0,,1 +waitked01,1947,1,CHN,NL,130,514,60,150,28,6,2,35,3,,32,17,,2,6,,8 +wakefdi01,1947,1,DET,AL,112,368,59,104,15,5,8,51,1,4,80,44,,1,4,,8 +walkedi02,1947,1,BRO,NL,148,529,77,162,31,3,9,94,6,,97,26,,1,10,,9 +walkeha01,1947,1,SLN,NL,10,25,2,5,1,0,0,0,0,,4,2,,0,0,,1 +walkeha01,1947,2,PHI,NL,130,488,79,181,28,16,1,41,13,,59,37,,4,18,,9 +wallaja02,1947,1,CHA,AL,81,205,25,40,9,1,7,32,2,2,23,51,,1,0,,5 +waltebu01,1947,1,CIN,NL,20,45,3,12,2,0,0,4,0,,2,13,,0,2,,0 +warrebe01,1947,1,NY1,NL,3,5,0,1,0,0,0,0,0,,0,1,,0,0,,1 +wasdeji01,1947,1,CLE,AL,1,1,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +webbsk01,1947,1,DET,AL,50,79,13,16,3,0,0,6,3,0,7,9,,0,3,,0 +wehmehe01,1947,1,CIN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wenslbu01,1947,1,NYA,AL,11,19,1,5,0,0,0,1,0,0,1,7,,0,1,,0 +wertzvi01,1947,1,DET,AL,102,333,60,96,22,4,6,44,2,0,47,66,,0,2,,11 +westlwa01,1947,1,PIT,NL,112,407,59,111,17,4,17,69,5,,27,63,,4,5,,16 +westrwe01,1947,1,NY1,NL,6,12,1,5,1,0,0,2,0,,0,2,,0,0,,0 +whiteer01,1947,1,BSN,NL,1,1,0,1,0,0,0,0,0,,0,0,,0,0,,0 +whitefu01,1947,1,NY1,NL,7,13,3,3,0,0,0,0,0,,0,0,,0,0,,1 +whiteha01,1947,1,DET,AL,35,18,2,3,2,0,0,1,0,0,2,7,,0,1,,1 +whitmdi01,1947,1,BRO,NL,4,10,1,4,0,0,0,2,0,,1,0,,0,1,,0 +widmaal01,1947,1,BOS,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wietewh01,1947,1,PIT,NL,48,128,21,30,4,1,1,7,0,,12,10,,0,0,,6 +wightbi01,1947,1,NYA,AL,1,2,0,0,0,0,0,0,0,0,1,2,,0,1,,0 +wilbede01,1947,1,SLN,NL,51,99,7,23,8,1,0,12,0,,5,13,,0,0,,5 +wilkste01,1947,1,SLN,NL,37,6,1,1,0,0,0,0,0,,1,2,,0,0,,0 +willide02,1947,1,CHN,NL,3,2,0,0,0,0,0,0,0,,0,1,,0,0,,0 +willile04,1947,1,CLE,AL,22,11,0,1,0,0,0,0,0,0,0,1,,0,1,,0 +willite01,1947,1,BOS,AL,156,528,125,181,40,9,32,114,0,1,162,47,,2,1,,10 +witekmi01,1947,1,NY1,NL,51,160,22,35,4,1,3,17,1,,15,12,,0,0,,2 +witteje01,1947,1,SLA,AL,34,99,4,14,2,1,2,12,0,0,11,22,,0,1,,3 +wolffro01,1947,1,CLE,AL,7,3,0,0,0,0,0,0,0,0,0,2,,0,2,,0 +wolffro01,1947,2,PIT,NL,13,9,0,0,0,0,0,0,0,,1,6,,0,0,,0 +woodlge01,1947,1,PIT,NL,22,79,7,21,2,2,0,10,0,,7,5,,0,1,,1 +wooteju01,1947,1,WS1,AL,6,24,0,2,0,0,0,1,1,0,0,4,,0,0,,1 +wrighed01,1947,1,BSN,NL,23,23,3,3,2,0,0,2,0,,1,4,,0,0,,1 +wrighta01,1947,1,CHA,AL,124,401,48,130,13,0,4,54,8,6,48,17,,1,5,,9 +wynnea01,1947,1,WS1,AL,54,120,6,33,6,0,2,13,0,0,1,19,,0,0,,1 +wyrosjo01,1947,1,PHI,NL,128,454,68,124,24,7,5,51,7,,61,45,,4,4,,9 +wyseha01,1947,1,CHN,NL,37,45,3,5,0,1,0,4,0,,1,10,,1,4,,0 +yorkru01,1947,1,BOS,AL,48,184,16,39,7,0,6,27,0,0,22,32,,0,0,,10 +yorkru01,1947,2,CHA,AL,102,400,40,97,18,4,15,64,1,0,36,55,,0,1,,12 +yosted01,1947,1,WS1,AL,115,428,52,102,17,3,0,14,3,5,45,57,,2,10,,8 +youngba01,1947,1,NY1,NL,14,14,0,1,1,0,0,0,0,,0,1,,0,0,,0 +youngba01,1947,2,CIN,NL,95,364,55,103,21,3,14,79,0,,35,26,,2,2,,8 +yvarssa01,1947,1,NY1,NL,1,5,0,1,0,0,0,0,0,,0,2,,0,0,,0 +zarilal01,1947,1,SLA,AL,127,380,34,85,15,6,3,38,3,6,40,45,,3,11,,4 +zientbe01,1947,1,CIN,NL,117,418,60,108,18,1,2,24,2,,23,23,,0,12,,11 +zoldasa01,1947,1,SLA,AL,35,58,4,10,2,0,0,3,0,0,3,10,,0,1,,0 +zuberbi01,1947,1,BOS,AL,20,13,0,2,0,0,0,0,0,0,2,3,,0,2,,2 +aberscl01,1948,1,CHN,NL,12,32,1,6,1,0,1,6,0,,5,10,,0,0,,0 +adamsbo03,1948,1,CIN,NL,87,262,33,78,20,3,1,21,6,,25,23,,1,7,,5 +adamshe01,1948,1,CHA,AL,5,11,1,3,1,0,0,0,0,0,1,1,,0,1,,0 +anderan01,1948,1,SLA,AL,51,87,13,24,5,1,1,12,0,0,8,15,,0,1,,7 +andrehu01,1948,1,NY1,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +antonjo02,1948,1,BSN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +applilu01,1948,1,CHA,AL,139,497,63,156,16,2,0,47,10,4,94,35,,0,3,,17 +arftha01,1948,1,SLA,AL,69,248,25,59,10,3,5,38,1,2,45,43,,0,3,,7 +ashburi01,1948,1,PHI,NL,117,463,78,154,17,4,2,40,32,,60,22,,1,6,,1 +bakerbi01,1948,1,SLN,NL,45,119,13,35,10,1,0,15,1,,15,7,,0,0,,4 +bakerfl01,1948,1,CHA,AL,104,335,47,72,8,3,0,18,4,10,73,26,,2,2,,5 +bambeha01,1948,1,NY1,NL,7,12,0,1,0,0,0,0,0,,1,2,,0,0,,0 +bantaja01,1948,1,BRO,NL,2,1,0,0,0,0,0,0,0,,0,0,,0,0,,0 +barnere02,1948,1,BRO,NL,44,84,5,14,0,0,0,2,0,,2,40,,0,4,,2 +barrere01,1948,1,BSN,NL,34,39,0,7,0,0,0,3,0,,0,11,,0,4,,2 +basgamo01,1948,1,PIT,NL,38,51,12,11,1,0,2,6,0,,3,5,,0,0,,1 +battsma01,1948,1,BOS,AL,46,118,13,37,12,0,1,24,0,0,15,9,,0,4,,4 +bauerha01,1948,1,NYA,AL,19,50,6,9,1,1,1,9,1,0,6,13,,0,0,,0 +baumhfr01,1948,1,CIN,NL,128,415,57,123,19,5,4,30,8,,27,32,,3,4,,6 +beardge01,1948,1,CLE,AL,37,90,14,23,3,0,2,14,0,0,5,9,,0,2,,2 +beardte01,1948,1,PIT,NL,25,81,15,16,1,3,0,7,5,,12,18,,2,0,,0 +beazljo01,1948,1,BSN,NL,3,4,0,0,0,0,0,0,0,,0,1,,0,1,,0 +beerscl01,1948,1,SLN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +beggsjo01,1948,1,NY1,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +behrmha01,1948,1,BRO,NL,34,28,2,3,0,0,0,1,0,,1,12,,0,4,,0 +bentoal01,1948,1,DET,AL,30,11,1,2,1,0,0,1,0,0,0,6,,0,2,,0 +berarjo01,1948,1,CLE,AL,66,147,19,28,5,1,2,10,0,1,27,16,,3,2,,6 +berojo01,1948,1,DET,AL,4,9,2,0,0,0,0,0,0,0,1,1,,0,0,,0 +berrayo01,1948,1,NYA,AL,125,469,70,143,24,10,14,98,3,3,25,24,,1,2,,9 +berryne01,1948,1,DET,AL,87,256,46,68,8,1,0,16,1,3,37,23,,0,8,,4 +bickfve01,1948,1,BSN,NL,33,49,3,10,2,0,0,7,0,,2,12,,0,6,,1 +bicknch01,1948,1,PHI,NL,17,5,0,0,0,0,0,0,0,,0,2,,0,0,,0 +binksge01,1948,1,PHA,AL,17,41,2,4,1,0,0,2,1,0,2,2,,0,1,,1 +binksge01,1948,2,SLA,AL,15,23,2,5,0,0,0,1,0,0,2,1,,0,2,,0 +biscafr01,1948,1,SLA,AL,47,26,3,5,2,0,0,2,0,0,4,7,,0,0,,0 +blackdo01,1948,1,CLE,AL,18,15,1,3,0,0,0,0,0,0,0,3,,0,1,,0 +blackew01,1948,1,CIN,NL,22,48,3,11,3,0,0,1,0,,0,6,,0,3,,4 +blackji01,1948,1,CIN,NL,16,6,0,0,0,0,0,0,0,,1,2,,0,0,,0 +blatnjo01,1948,1,PHI,NL,121,415,56,108,27,8,6,45,3,,31,77,,2,5,,12 +blattbu01,1948,1,NY1,NL,8,20,3,4,1,0,0,0,2,,3,2,,0,1,,0 +bockmed01,1948,1,PIT,NL,70,176,23,42,7,1,4,23,2,,17,35,,1,2,,7 +bonhati01,1948,1,PIT,NL,22,49,2,8,0,0,0,3,0,,0,7,,0,1,,0 +boonera01,1948,1,CLE,AL,6,5,0,2,1,0,0,1,0,0,0,1,,0,0,,0 +borowha01,1948,1,CHN,NL,39,36,4,8,3,0,0,0,0,,2,8,,0,0,,0 +boudrlo01,1948,1,CLE,AL,152,560,116,199,34,6,18,106,3,2,98,9,,2,16,,15 +bradlfr01,1948,1,CHA,AL,8,1,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +bragabo01,1948,1,BRO,NL,9,12,0,2,0,0,0,0,0,,1,0,,0,1,,0 +brancra01,1948,1,BRO,NL,36,74,3,15,1,0,0,2,0,,5,16,,0,3,,3 +brazlal01,1948,1,SLN,NL,45,55,5,8,1,0,0,7,0,,1,9,,0,0,,1 +brechha01,1948,1,SLN,NL,33,82,4,12,1,1,0,2,0,,5,20,,1,2,,3 +brisslo01,1948,1,PHA,AL,39,76,3,18,1,0,0,10,0,0,2,8,,0,5,,3 +brownbo03,1948,1,NYA,AL,113,363,62,109,19,5,3,48,0,1,48,16,,1,4,,7 +brownto02,1948,1,BRO,NL,54,145,18,35,4,0,2,20,1,,7,17,,1,3,,5 +bruckea02,1948,1,PHA,AL,2,6,0,1,1,0,0,0,0,0,1,1,,0,0,,0 +buchajo01,1948,1,SLN,NL,2,1,0,0,0,0,0,0,0,,1,0,,0,0,,0 +burkhke01,1948,1,SLN,NL,21,4,2,1,1,0,0,0,0,,0,2,,0,0,,0 +burkhke01,1948,2,CIN,NL,16,9,1,3,0,0,1,2,0,,1,1,,0,0,,0 +burripa01,1948,1,BSN,NL,2,4,0,2,0,0,0,0,0,,0,0,,0,0,,0 +byrneto01,1948,1,NYA,AL,31,46,8,15,3,1,1,7,0,0,1,7,,1,4,,0 +cabalpu01,1948,1,PHI,NL,113,351,33,86,12,1,0,19,7,,24,18,,0,5,,9 +caldwea01,1948,1,CHA,AL,25,5,0,0,0,0,0,1,0,0,2,3,,0,0,,0 +caldwea01,1948,2,BOS,AL,8,3,0,1,0,0,0,0,0,0,0,1,,0,0,,0 +camparo01,1948,1,BRO,NL,83,279,32,72,11,3,9,45,3,,36,45,,1,5,,3 +campbpa01,1948,1,DET,AL,59,83,15,22,1,1,1,11,0,0,1,10,,0,1,,0 +candimi01,1948,1,WS1,AL,35,22,3,8,1,0,0,0,0,0,3,2,,0,0,,0 +carlsdo01,1948,1,CHN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +caseyhu01,1948,1,BRO,NL,22,7,0,0,0,0,0,0,0,,0,1,,0,1,,0 +castipe01,1948,1,PIT,NL,4,2,0,0,0,0,0,0,1,,0,0,,0,0,,0 +cavarph01,1948,1,CHN,NL,111,334,41,93,16,5,3,40,4,,35,29,,1,3,,1 +chambcl01,1948,1,CHN,NL,29,30,0,4,1,0,0,3,0,,0,3,,0,3,,1 +chapmsa01,1948,1,PHA,AL,123,445,58,115,18,6,13,70,6,1,55,50,,1,5,,18 +chesnbo01,1948,1,PIT,NL,39,91,15,25,1,1,1,8,0,,7,11,,0,0,,3 +chipmbo01,1948,1,CHN,NL,34,16,2,4,0,0,0,2,0,,2,4,,0,0,,0 +chrisma01,1948,1,WS1,AL,120,409,38,106,17,2,1,40,0,3,25,19,,1,5,,14 +chrisru01,1948,1,CLE,AL,45,6,1,0,0,0,0,0,0,0,2,3,,0,2,,0 +clarkal01,1948,1,CLE,AL,81,271,43,84,5,2,9,38,0,2,23,13,,0,4,,12 +clarkji02,1948,1,WS1,AL,9,12,1,3,0,0,0,0,0,0,0,2,,0,0,,0 +coangi01,1948,1,WS1,AL,138,513,56,119,13,9,7,60,23,9,41,78,,7,4,,5 +colemjo04,1948,1,PHA,AL,33,74,2,9,2,0,0,7,0,0,5,29,,0,6,,2 +colemra01,1948,1,SLA,AL,17,29,2,5,0,1,0,2,1,0,2,5,,0,1,,2 +colemra01,1948,2,PHA,AL,68,210,32,51,6,6,0,21,4,3,31,17,,0,8,,11 +collijo01,1948,1,NYA,AL,5,5,0,1,1,0,0,2,0,0,0,1,,0,0,,0 +conatcl01,1948,1,BSN,NL,90,224,30,62,9,3,3,23,0,,32,27,,1,2,,4 +conwaja01,1948,1,NY1,NL,24,49,8,12,2,1,1,3,0,,5,10,,0,0,,1 +coopeca01,1948,1,WS1,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +coopewa01,1948,1,NY1,NL,91,290,40,77,12,0,16,54,1,,28,29,,1,3,,14 +corbicl01,1948,1,CIN,NL,87,258,24,66,11,0,0,18,4,,14,16,,1,11,,1 +coxbi02,1948,1,BRO,NL,88,237,36,59,13,2,3,15,3,,38,19,,0,4,,8 +cramedo01,1948,1,DET,AL,4,4,1,0,0,0,0,1,0,0,3,0,,0,0,,0 +cresswa01,1948,1,CIN,NL,31,8,0,4,0,0,0,1,0,,1,0,,0,1,,0 +crosefr01,1948,1,NYA,AL,17,14,4,4,0,1,0,0,0,0,2,0,,0,0,,0 +crossje01,1948,1,SLN,NL,2,0,0,0,0,0,0,0,0,,0,0,,0,0,,0 +crossje01,1948,2,CHN,NL,16,20,1,2,0,0,0,0,0,,0,4,,0,0,,0 +culbele01,1948,1,WS1,AL,12,29,1,5,0,0,0,2,0,0,8,5,,0,0,,2 +culledi01,1948,1,CHN,NL,48,89,4,15,2,0,0,5,0,,13,3,,0,3,,4 +darkal01,1948,1,BSN,NL,137,543,85,175,39,6,3,48,4,,24,36,,2,10,,4 +dealco01,1948,1,BOS,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +delsiji01,1948,1,CHA,AL,20,63,5,12,0,0,0,5,0,0,5,12,,1,1,,2 +demarbi01,1948,1,PHA,AL,18,29,3,5,0,0,0,1,0,0,5,3,,0,1,,0 +dentesa01,1948,1,SLA,AL,98,267,26,72,11,2,0,22,1,3,22,8,,1,6,,5 +dicksmu01,1948,1,SLN,NL,43,96,7,27,2,0,0,11,0,,1,1,,0,4,,3 +dierich01,1948,1,SLN,NL,7,7,2,0,0,0,0,0,1,,2,2,,0,0,,1 +dietrbi01,1948,1,PHA,AL,4,2,0,0,0,0,0,0,0,0,1,1,,0,0,,0 +difanja01,1948,1,WS1,AL,2,2,0,0,0,0,0,0,0,0,0,2,,0,0,,0 +dillibo01,1948,1,SLA,AL,153,644,110,207,34,10,2,44,28,11,65,34,,1,12,,18 +dimagdo01,1948,1,BOS,AL,155,648,127,185,40,4,9,87,10,2,101,58,,2,5,,11 +dimagjo01,1948,1,NYA,AL,153,594,110,190,26,11,39,155,1,1,67,30,,8,0,,20 +doberje01,1948,1,CHN,NL,54,10,0,2,0,0,0,0,0,,0,0,,0,0,,0 +dobsojo01,1948,1,BOS,AL,38,84,9,17,2,0,1,4,0,0,6,27,,3,8,,2 +dobyla01,1948,1,CLE,AL,121,439,83,132,23,9,14,66,9,9,54,77,,5,2,,8 +doerrbo01,1948,1,BOS,AL,140,527,94,150,23,6,27,111,3,2,83,49,,4,4,,13 +donnebl01,1948,1,PHI,NL,26,45,2,10,1,1,0,1,0,,3,10,,0,1,,1 +dorisha01,1948,1,BOS,AL,9,4,0,1,0,0,0,0,0,0,0,1,,0,0,,0 +drakela01,1948,1,WS1,AL,4,7,0,2,0,0,0,1,0,0,1,3,,0,1,,0 +dreiscl01,1948,1,SLA,AL,13,5,0,0,0,0,0,0,0,0,0,4,,0,0,,0 +dreiscl01,1948,2,NY1,NL,4,4,0,1,0,0,0,0,0,,2,1,,0,0,,0 +drewska01,1948,1,NYA,AL,19,7,0,0,0,0,0,0,0,0,1,1,,0,2,,0 +drewska01,1948,2,SLA,AL,20,8,2,0,0,0,0,0,0,0,3,6,,0,0,,0 +dubiemo01,1948,1,PHI,NL,38,42,6,7,2,0,0,0,0,,3,11,,0,4,,0 +dusaker01,1948,1,SLN,NL,114,311,60,65,9,2,6,19,3,,49,55,,0,5,,2 +earlyja01,1948,1,WS1,AL,97,246,22,54,7,2,1,28,2,1,36,33,,1,3,,1 +edwarbr01,1948,1,BRO,NL,96,286,36,79,17,2,8,54,4,,26,28,,2,4,,10 +edwarha01,1948,1,CLE,AL,55,160,27,43,9,2,3,18,1,1,18,18,,1,0,,2 +elliobo01,1948,1,BSN,NL,151,540,99,153,24,5,23,100,6,,131,57,,0,4,,14 +elliogl01,1948,1,BSN,NL,1,2,0,0,0,0,0,0,0,,0,0,,0,0,,0 +embrere01,1948,1,NYA,AL,20,27,2,4,1,0,0,3,0,0,1,6,,0,0,,0 +ennisde01,1948,1,PHI,NL,152,589,86,171,40,4,30,95,2,,47,58,,2,3,,10 +erauted01,1948,1,CIN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +erickpa01,1948,1,CHN,NL,3,1,0,0,0,0,0,0,0,,0,0,,0,0,,0 +erickpa01,1948,2,PHI,NL,4,7,0,1,0,0,0,1,0,,0,2,,0,0,,0 +erickpa01,1948,3,NY1,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +erskica01,1948,1,BRO,NL,17,21,1,2,0,0,0,0,0,,0,2,,0,0,,0 +evansal01,1948,1,WS1,AL,93,228,19,59,6,3,2,28,1,1,38,20,,1,4,,10 +eversho01,1948,1,DET,AL,139,538,81,169,33,6,10,103,3,4,51,31,,4,13,,16 +fainfe01,1948,1,PHA,AL,145,520,81,146,27,6,7,88,10,5,113,37,,3,8,,17 +fannicl01,1948,1,SLA,AL,48,65,12,11,0,0,0,2,0,0,11,4,,1,6,,3 +fellebo01,1948,1,CLE,AL,44,95,1,9,2,0,0,3,0,0,1,39,,1,9,,1 +ferrida01,1948,1,BOS,AL,31,37,4,9,1,0,0,6,0,0,6,6,,0,2,,0 +ferrito01,1948,1,WS1,AL,37,15,1,1,0,1,0,1,0,0,0,3,,0,0,,0 +filipst01,1948,1,CIN,NL,7,26,0,9,0,1,0,3,0,,2,1,,0,0,,0 +fitzged01,1948,1,PIT,NL,102,262,31,70,9,3,1,35,3,,32,37,,1,2,,3 +fleitan01,1948,1,WS1,AL,15,13,1,1,0,0,0,1,0,2,3,5,,0,0,,0 +fowledi01,1948,1,PHA,AL,29,82,5,14,1,0,1,8,0,0,3,10,,0,4,,2 +foxho01,1948,1,CIN,NL,35,60,9,12,3,0,0,4,0,,2,9,,1,1,,3 +foxne01,1948,1,PHA,AL,3,13,0,2,0,0,0,0,1,0,1,0,,0,0,,0 +frankhe01,1948,1,PHA,AL,40,98,10,22,7,1,1,14,0,0,16,11,,2,4,,4 +freylo01,1948,1,NYA,AL,1,0,1,0,0,0,0,0,0,0,0,0,,0,0,,0 +freylo01,1948,2,NY1,NL,29,51,6,13,1,0,1,6,0,,4,6,,0,0,,0 +furilca01,1948,1,BRO,NL,108,364,55,108,20,4,4,44,6,,43,32,,2,5,,7 +galanau01,1948,1,CIN,NL,54,77,18,22,3,2,2,16,0,,26,4,,1,2,,2 +galehde01,1948,1,BOS,AL,27,42,6,7,0,0,0,1,0,0,8,13,,0,3,,1 +garagjo01,1948,1,SLN,NL,24,56,9,6,1,0,2,7,0,,12,9,,1,0,,0 +garcimi01,1948,1,CLE,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +garcira01,1948,1,WS1,AL,4,1,0,1,0,0,0,0,0,0,0,0,,0,0,,0 +garvene01,1948,1,SLA,AL,46,66,9,19,1,1,1,9,0,0,4,3,,0,9,,1 +gentrru01,1948,1,DET,AL,4,1,1,1,0,0,0,0,0,0,0,0,,0,0,,0 +gerheal01,1948,1,SLA,AL,14,6,0,2,0,0,0,0,0,0,0,2,,0,0,,0 +getteal01,1948,1,CLE,AL,5,3,1,0,0,0,0,0,0,0,0,0,,0,0,,0 +getteal01,1948,2,CHA,AL,24,54,4,13,2,0,0,3,0,0,0,6,,0,3,,3 +gillebo01,1948,1,CHA,AL,25,16,0,0,0,0,0,1,0,0,1,10,,0,1,,0 +gilleca01,1948,1,WS1,AL,77,221,23,54,10,4,3,21,4,2,39,36,,0,1,,9 +ginsbjo01,1948,1,DET,AL,11,36,7,13,0,0,0,1,0,0,3,1,,0,0,,1 +goodmbi01,1948,1,BOS,AL,127,445,65,138,27,2,1,66,5,3,74,44,,5,3,,18 +goodwji01,1948,1,CHA,AL,8,2,0,1,0,0,0,0,0,0,0,0,,0,0,,0 +gordojo01,1948,1,CLE,AL,144,550,96,154,21,4,32,124,5,2,77,68,,3,3,,16 +gordosi01,1948,1,NY1,NL,142,521,100,156,26,4,30,107,8,,74,39,,3,7,,18 +grasmlo01,1948,1,PHI,NL,2,1,0,1,0,0,0,0,0,,0,0,,0,0,,0 +grayte01,1948,1,DET,AL,26,29,2,7,1,0,0,1,0,0,2,7,,0,2,,2 +greggha01,1948,1,PIT,NL,22,22,3,6,0,0,1,1,0,,0,9,,0,2,,0 +gromest01,1948,1,CLE,AL,38,41,3,6,1,0,0,1,0,0,3,7,,0,1,,0 +grother02,1948,1,CLE,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grothjo01,1948,1,DET,AL,6,17,3,8,3,0,1,5,0,0,1,1,,0,0,,0 +groveor01,1948,1,CHA,AL,32,21,0,2,0,0,0,0,0,0,1,9,,0,1,,2 +guerrmi01,1948,1,PHA,AL,53,142,18,30,4,2,1,23,2,3,18,13,,0,5,,6 +gumbeha01,1948,1,CIN,NL,61,25,1,1,0,0,1,1,0,,1,9,,0,1,,1 +gumpera01,1948,1,NYA,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gumpera01,1948,2,CHA,AL,16,29,0,4,0,0,0,1,0,0,0,10,,0,3,,0 +gustifr01,1948,1,PIT,NL,131,449,68,120,19,2,9,42,5,,42,62,,2,6,,12 +guttedo01,1948,1,PIT,NL,4,2,0,0,0,0,0,0,0,,0,1,,0,0,,0 +haasbe01,1948,1,PHI,NL,95,333,35,94,9,2,4,34,8,,36,25,,1,0,,9 +hackewa02,1948,1,CHN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +haefnmi01,1948,1,WS1,AL,28,43,1,7,1,0,0,3,0,0,3,9,,0,1,,1 +halleja01,1948,1,NY1,NL,2,1,0,0,0,0,0,0,0,,0,0,,0,0,,0 +halljo01,1948,1,BRO,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hamnegr01,1948,1,PHI,NL,129,446,42,116,21,5,3,48,2,,22,39,,2,5,,10 +hamnera01,1948,1,CHN,NL,27,33,1,6,1,0,1,5,0,,0,12,,0,1,,1 +hansean01,1948,1,NY1,NL,36,20,3,1,0,0,0,1,0,,5,11,,1,3,,0 +harribu02,1948,1,PHA,AL,45,24,4,3,0,0,0,1,0,0,3,5,,0,2,,0 +harriea01,1948,1,CHA,AL,11,4,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +harriea01,1948,2,WS1,AL,23,18,1,3,0,0,0,0,0,0,0,6,,0,0,,0 +harrimi01,1948,1,BOS,AL,20,32,6,2,0,0,0,1,0,0,10,6,,0,2,,0 +harshja01,1948,1,NY1,NL,5,8,0,2,0,0,0,1,0,,1,3,,0,0,,0 +hartucl01,1948,1,NY1,NL,43,56,5,10,1,1,0,3,0,,7,24,,0,0,,0 +hattejo01,1948,1,BRO,NL,43,63,6,13,2,0,0,5,0,,4,19,,0,8,,0 +hattogr01,1948,1,CIN,NL,133,458,58,110,17,2,9,44,7,,72,50,,0,3,,6 +haugsph01,1948,1,BRO,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +haynejo01,1948,1,CHA,AL,27,50,5,8,2,0,0,1,0,0,3,8,,0,3,,0 +hearnji01,1948,1,SLN,NL,36,25,1,5,0,0,0,1,0,,0,7,,0,1,,1 +heathje01,1948,1,BSN,NL,115,364,64,116,26,5,20,76,2,,51,46,,1,3,,4 +heganji01,1948,1,CLE,AL,144,472,60,117,21,6,14,61,6,3,48,74,,0,4,,10 +heintke01,1948,1,PHI,NL,27,37,1,5,1,0,0,2,0,,0,8,,0,6,,0 +henrito01,1948,1,NYA,AL,146,588,138,181,42,14,25,100,2,3,76,42,,4,5,,14 +hermage01,1948,1,BRO,NL,133,400,63,116,22,7,15,60,15,,64,46,,2,4,,7 +hetkijo01,1948,1,CIN,NL,3,1,0,0,0,0,0,0,0,,1,0,,0,0,,0 +heussed01,1948,1,PHI,NL,33,19,1,3,0,0,0,1,0,,0,5,,0,0,,0 +higbeki01,1948,1,PIT,NL,56,48,4,10,1,0,1,3,0,,0,11,,0,0,,2 +hillefr01,1948,1,NYA,AL,22,16,1,6,1,0,0,4,0,0,0,2,,0,1,,0 +hitchbi01,1948,1,BOS,AL,49,124,15,37,3,2,1,20,0,0,7,9,,1,2,,4 +hodgegi01,1948,1,BRO,NL,134,481,48,120,18,5,11,70,7,,43,61,,0,4,,11 +hodgira01,1948,1,CHA,AL,114,331,28,88,11,5,1,34,0,3,21,11,,0,7,,9 +hoguebo01,1948,1,BSN,NL,40,21,0,2,1,0,0,1,0,,0,5,,0,7,,0 +holbowa01,1948,1,PHA,AL,5,4,1,2,1,0,0,3,0,0,1,1,,0,1,,0 +holcoke01,1948,1,CIN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +holmeto01,1948,1,BSN,NL,139,585,85,190,35,7,6,61,1,,46,20,,1,7,,18 +hoppjo01,1948,1,PIT,NL,120,392,64,109,15,12,1,31,5,,40,25,,0,3,,7 +houkra01,1948,1,NYA,AL,14,29,3,8,2,0,0,3,0,0,0,0,,0,0,,0 +houttar01,1948,1,DET,AL,43,56,2,11,0,0,0,7,0,0,0,2,,0,1,,1 +hudsosi01,1948,1,WS1,AL,39,59,5,14,4,1,0,4,0,0,3,6,,0,3,,0 +hugheto04,1948,1,CIN,NL,12,7,0,1,0,0,0,0,0,,0,2,,0,0,,1 +hughste01,1948,1,BOS,AL,15,2,0,0,0,0,0,0,0,0,0,0,,0,1,,0 +hutchfr01,1948,1,DET,AL,76,112,11,23,1,0,1,12,3,0,22,9,,1,2,,3 +jacobto01,1948,1,CHN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jansela01,1948,1,NY1,NL,42,95,4,13,3,0,0,7,0,,4,22,,0,7,,2 +jeffcha01,1948,1,CHN,NL,134,473,53,132,16,4,4,42,8,,24,68,,1,14,,6 +johnsbi03,1948,1,NYA,AL,127,446,59,131,20,6,12,64,0,0,41,30,,4,1,,22 +johnsdo02,1948,1,CHN,NL,6,12,0,3,0,0,0,0,1,,0,1,,0,0,,1 +johnsea01,1948,1,BOS,AL,35,31,2,3,0,0,0,3,0,0,1,9,,0,1,,2 +johnske01,1948,1,SLN,NL,20,20,2,6,2,0,0,1,0,,0,7,,0,0,,0 +jonesja03,1948,1,BOS,AL,36,105,3,21,4,0,1,8,1,0,11,26,,0,0,,4 +jonesni01,1948,1,SLN,NL,132,481,58,122,21,9,10,81,2,,36,45,,1,5,,25 +jonessh01,1948,1,NY1,NL,55,64,5,13,3,1,0,6,0,,1,19,,0,9,,1 +joneswi01,1948,1,PHI,NL,17,60,9,20,2,0,2,9,0,,3,5,,0,2,,3 +joosted01,1948,1,PHA,AL,135,509,99,127,22,2,16,55,2,4,119,87,,1,8,,4 +jordato01,1948,1,SLA,AL,1,1,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +jorgesp01,1948,1,BRO,NL,31,90,15,27,6,2,1,13,1,,16,13,,1,1,,1 +juddos01,1948,1,PHI,NL,4,6,1,1,1,0,0,0,0,,1,2,,0,0,,0 +judniwa01,1948,1,CLE,AL,79,218,36,56,13,3,2,29,2,3,56,23,,1,6,,5 +judsoho01,1948,1,CHA,AL,41,29,1,3,1,0,0,2,0,0,1,13,,0,4,,0 +kazaked01,1948,1,SLN,NL,6,22,1,6,3,0,0,2,0,,0,2,,0,0,,1 +kellech01,1948,1,NYA,AL,83,247,41,66,15,2,6,44,1,1,41,25,,0,1,,7 +kellge01,1948,1,DET,AL,92,368,47,112,24,3,2,44,2,2,33,15,,5,8,,10 +kellnal01,1948,1,PHA,AL,13,5,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +keltnke01,1948,1,CLE,AL,153,558,91,166,24,4,31,119,2,1,89,52,,1,8,,23 +kennebi02,1948,1,CLE,AL,6,3,1,2,0,0,0,0,0,0,1,0,,0,1,,0 +kennebi02,1948,2,SLA,AL,26,44,5,11,1,0,0,4,0,0,3,4,,0,3,,1 +kennebo01,1948,1,CHA,AL,30,113,4,28,8,1,0,14,0,2,4,17,,0,1,,5 +kennebo01,1948,2,CLE,AL,66,73,10,22,3,2,0,5,0,0,4,6,,0,3,,1 +kennemo01,1948,1,NY1,NL,26,31,4,4,0,0,0,2,0,,3,8,,0,2,,1 +kerrbu01,1948,1,NY1,NL,144,496,41,119,16,4,0,46,9,,56,36,,0,3,,7 +kindeel01,1948,1,BOS,AL,28,62,8,6,0,0,0,4,0,0,8,18,,0,3,,1 +kinerra01,1948,1,PIT,NL,156,555,104,147,19,5,40,123,1,,112,61,,3,0,,15 +kingcl01,1948,1,BRO,NL,9,2,0,0,0,0,0,0,0,,0,1,,0,0,,0 +kliemed01,1948,1,CLE,AL,44,14,0,2,0,0,0,0,0,0,2,9,,0,0,,0 +kluszte01,1948,1,CIN,NL,113,379,49,104,23,4,12,57,1,,18,32,,0,0,,14 +kluttcl01,1948,1,PIT,NL,94,271,26,60,12,2,4,20,3,,20,19,,0,4,,4 +koechdi01,1948,1,PHI,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kokosdi01,1948,1,SLA,AL,71,258,40,77,15,3,4,40,4,3,28,32,,3,2,,1 +kollodo01,1948,1,CHA,AL,119,417,60,114,14,4,6,38,2,4,18,18,,0,3,,10 +konikal01,1948,1,NY1,NL,22,2,1,0,0,0,0,0,0,,2,0,,0,1,,0 +konstji01,1948,1,PHI,NL,6,3,1,0,0,0,0,0,0,,0,0,,0,0,,0 +kosloda01,1948,1,NY1,NL,35,44,2,5,2,0,0,4,0,,1,16,,1,3,,0 +kozaral01,1948,1,WS1,AL,150,577,61,144,25,8,1,58,4,2,66,52,,0,8,,18 +krameja01,1948,1,BOS,AL,29,73,7,11,1,0,1,8,0,0,10,21,,0,7,,1 +kretllo01,1948,1,DET,AL,5,8,0,4,0,0,0,1,0,0,0,1,,0,1,,0 +kurowwh01,1948,1,SLN,NL,77,220,34,47,8,0,2,33,0,,42,28,,5,3,,3 +kushem01,1948,1,CHN,NL,34,13,1,2,0,0,0,0,0,,2,3,,0,0,,0 +ladedo01,1948,1,CHN,NL,19,32,3,5,0,0,0,2,0,,1,10,,0,0,,0 +lafatjo01,1948,1,NY1,NL,1,1,0,0,0,0,0,0,0,,0,1,,0,0,,0 +lakeed01,1948,1,DET,AL,64,198,51,52,6,0,2,18,3,3,57,20,,0,9,,4 +lakemal01,1948,1,PHI,NL,32,68,2,11,2,0,1,4,0,,5,22,,0,0,,1 +lamanra01,1948,1,CIN,NL,127,385,31,93,12,0,0,27,2,,48,32,,2,4,,15 +langdo01,1948,1,SLN,NL,117,323,30,87,14,1,4,31,2,,47,38,,1,8,,3 +lapoira01,1948,1,SLN,NL,87,222,27,50,3,0,0,15,1,,18,19,,0,5,,1 +laydope01,1948,1,SLA,AL,41,104,11,26,2,1,0,4,4,2,6,10,,1,0,,2 +laytole01,1948,1,NY1,NL,63,91,14,21,4,4,2,12,1,,6,21,,1,0,,2 +leeth01,1948,1,NY1,NL,11,11,1,1,0,0,0,0,0,,0,3,,0,0,,2 +lehnepa01,1948,1,SLA,AL,103,333,23,92,15,4,2,46,0,2,30,19,,0,3,,9 +lemonbo01,1948,1,CLE,AL,52,119,20,34,9,0,5,21,0,0,8,23,,0,2,,0 +leonadu02,1948,1,PHI,NL,34,83,1,12,0,1,0,4,0,,0,22,,1,2,,1 +lindejo01,1948,1,NYA,AL,88,309,58,98,17,2,13,55,0,0,35,50,,0,1,,8 +lindely01,1948,1,CLE,AL,3,2,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +liponjo01,1948,1,DET,AL,121,458,65,133,18,8,5,52,4,4,68,22,,2,13,,9 +litwhda01,1948,1,BSN,NL,13,33,0,9,2,0,0,6,0,,4,2,,2,1,,3 +litwhda01,1948,2,CIN,NL,106,338,51,93,19,2,14,44,1,,48,41,,0,5,,15 +livelbu01,1948,1,CIN,NL,10,2,0,0,0,0,0,0,0,,0,0,,0,0,,0 +livinmi01,1948,1,NY1,NL,45,99,9,21,4,1,2,12,1,,21,11,,0,2,,3 +lockmwh01,1948,1,NY1,NL,146,584,117,167,24,10,18,59,8,,68,63,,1,6,,4 +lohrkja01,1948,1,NY1,NL,97,280,35,70,15,1,5,31,3,,30,30,,0,4,,6 +lollash01,1948,1,NYA,AL,22,38,0,8,0,0,0,4,0,0,1,6,,0,0,,4 +lombalo01,1948,1,NY1,NL,2,2,0,0,0,0,0,0,0,,0,0,,0,0,,0 +lombavi01,1948,1,PIT,NL,39,48,1,10,2,0,0,3,0,,2,4,,1,1,,1 +lopated01,1948,1,NYA,AL,34,81,6,14,0,0,0,10,0,0,8,6,,0,4,,6 +lopatst01,1948,1,PHI,NL,6,15,2,2,1,0,0,2,0,,0,4,,0,0,,0 +lowrepe01,1948,1,CHN,NL,129,435,47,128,12,3,2,54,2,,34,31,,1,7,,11 +lunddo01,1948,1,BRO,NL,27,69,9,13,4,0,1,5,1,,5,16,,0,1,,1 +lunddo01,1948,2,SLA,AL,63,161,21,40,7,4,3,25,0,0,10,17,,3,2,,1 +lupieto01,1948,1,CHA,AL,154,617,69,152,19,3,6,54,11,7,74,38,,0,9,,3 +lynchda01,1948,1,CHN,NL,7,7,3,2,0,0,1,1,0,,1,1,,0,0,,0 +lyonsal01,1948,1,BSN,NL,16,12,2,2,0,0,0,0,0,,2,4,,0,0,,0 +maddecl01,1948,1,CHN,NL,80,214,16,54,12,1,4,27,0,,10,25,,5,2,,2 +mainwo01,1948,1,PIT,NL,17,2,0,0,0,0,0,0,0,,0,0,,0,0,,0 +majesha01,1948,1,PHA,AL,148,590,88,183,41,4,12,120,2,1,48,43,,6,2,,19 +mapescl01,1948,1,NYA,AL,53,88,19,22,11,1,1,12,1,1,6,13,,0,0,,1 +marchph01,1948,1,PHA,AL,33,72,3,5,0,0,0,2,0,0,10,30,,0,3,,2 +marioma01,1948,1,SLN,NL,144,567,70,143,26,4,4,43,1,,37,54,,0,9,,13 +marshcu01,1948,1,NYA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +marshwi01,1948,1,NY1,NL,143,537,72,146,21,8,14,86,2,,64,34,,1,2,,11 +martiba01,1948,1,BOS,AL,4,4,0,2,0,0,0,0,0,0,0,1,,0,0,,0 +martira01,1948,1,BSN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +masiph01,1948,1,BSN,NL,113,376,43,95,19,0,5,44,2,,35,26,,1,11,,15 +mastewa02,1948,1,WS1,AL,33,57,8,11,2,1,0,4,0,0,2,22,,0,9,,0 +mauchge01,1948,1,BRO,NL,12,13,1,2,0,0,0,0,0,,1,4,,0,1,,0 +mauchge01,1948,2,CHN,NL,53,138,18,28,3,2,1,7,1,,26,10,,0,2,,0 +mauroca01,1948,1,CHN,NL,3,5,2,1,0,0,1,1,0,,2,0,,0,0,,0 +mayoed01,1948,1,DET,AL,106,370,35,92,20,1,2,42,1,9,30,19,,3,18,,12 +mayoja01,1948,1,PHI,NL,12,35,7,8,2,1,0,3,1,,7,7,,2,0,,0 +mcbrito01,1948,1,WS1,AL,92,206,22,53,9,1,1,29,2,2,28,15,,0,4,,11 +mccahbi01,1948,1,PHA,AL,17,31,4,8,1,0,0,8,0,0,2,2,,0,0,,0 +mccaldu01,1948,1,CHN,NL,30,53,3,9,2,0,0,6,0,,4,8,,0,2,,0 +mccalwi01,1948,1,BOS,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mccarje01,1948,1,SLA,AL,2,3,0,1,0,0,0,0,0,0,0,0,,0,0,,0 +mccarjo03,1948,1,NY1,NL,56,57,6,15,0,1,2,12,0,,3,2,,0,0,,1 +mccorfr01,1948,1,BSN,NL,75,180,14,45,9,2,4,34,0,,10,9,,0,4,,5 +mccormi02,1948,1,BSN,NL,115,343,45,104,22,7,1,39,1,,32,34,,0,8,,7 +mccosba01,1948,1,PHA,AL,135,515,95,168,21,5,0,46,1,3,68,22,,0,22,,10 +mcculcl01,1948,1,CHN,NL,69,172,10,36,4,2,1,7,0,,15,25,,0,1,,8 +mcdermi03,1948,1,BOS,AL,7,8,2,3,1,0,0,0,0,0,0,0,,0,0,,0 +mcgowmi01,1948,1,NY1,NL,3,1,0,0,0,0,0,0,0,,0,0,,0,0,,0 +mchaljo01,1948,1,DET,AL,1,1,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +mclisca01,1948,1,PIT,NL,3,1,0,0,0,0,0,0,0,,0,0,,0,0,,0 +mcquige02,1948,1,NYA,AL,94,302,33,75,11,4,11,41,0,2,40,38,,0,4,,5 +medwijo01,1948,1,SLN,NL,20,19,0,4,0,0,0,2,0,,1,2,,0,0,,1 +meekssa01,1948,1,WS1,AL,24,33,4,4,1,0,0,2,0,0,1,12,,0,1,,1 +melesa01,1948,1,BOS,AL,66,180,25,42,12,1,2,25,1,1,13,21,,2,3,,5 +meyerru01,1948,1,CHN,NL,29,56,1,6,0,1,0,3,0,,0,19,,0,7,,0 +michaca01,1948,1,CHA,AL,145,484,47,120,12,6,5,56,8,2,69,42,,2,3,,11 +mierked01,1948,1,DET,AL,3,5,0,1,0,0,0,1,0,0,2,2,,0,0,,1 +miggila01,1948,1,SLN,NL,1,1,1,0,0,0,0,0,0,,0,0,,0,0,,0 +miksied01,1948,1,BRO,NL,86,221,28,47,7,1,2,16,5,,19,27,,1,3,,1 +milleed03,1948,1,PHI,NL,130,468,45,115,20,1,14,61,1,,19,40,,4,4,,13 +milnepe01,1948,1,NY1,NL,12,27,0,6,0,1,0,2,0,,1,6,,0,0,,0 +minnepa01,1948,1,BRO,NL,31,21,2,4,2,0,0,2,0,,3,3,,0,0,,0 +mitchda01,1948,1,CLE,AL,141,608,82,204,30,8,4,56,13,18,45,17,,2,1,,9 +mizejo01,1948,1,NY1,NL,152,560,110,162,26,4,40,125,4,,94,37,,4,0,,7 +moorete01,1948,1,SLN,NL,91,207,30,48,11,0,4,18,0,,27,12,,0,6,,4 +moseswa01,1948,1,BOS,AL,78,189,26,49,12,1,2,29,5,0,21,19,,2,0,,1 +mossle01,1948,1,SLA,AL,107,335,35,86,12,1,14,46,0,0,39,50,,0,7,,16 +mouldgl01,1948,1,CHA,AL,33,20,3,6,0,1,0,1,0,0,1,1,,0,4,,0 +muelldo01,1948,1,NY1,NL,36,81,12,29,4,1,1,9,0,,0,3,,0,1,,3 +muellra01,1948,1,CIN,NL,14,34,2,7,1,0,0,2,0,,4,3,,0,0,,1 +mullipa01,1948,1,DET,AL,138,496,91,143,16,11,23,80,1,2,77,57,,1,1,,5 +muncrbo01,1948,1,CLE,AL,21,18,0,2,0,0,0,0,0,0,2,6,,0,2,,1 +mungere01,1948,1,SLN,NL,39,50,2,8,1,1,0,2,0,,4,15,,0,2,,2 +murrara01,1948,1,CLE,AL,4,4,0,0,0,0,0,0,0,0,0,3,,0,0,,0 +murtada01,1948,1,PIT,NL,146,514,56,149,21,5,1,71,10,,60,40,,1,4,,8 +musiast01,1948,1,SLN,NL,155,611,135,230,46,18,39,131,7,,79,34,,3,1,,18 +nahemsa01,1948,1,PHI,NL,28,13,0,2,0,0,0,1,0,,0,4,,0,0,,2 +newhoha01,1948,1,DET,AL,39,92,6,19,0,1,0,6,0,0,10,14,,0,6,,1 +newsobo01,1948,1,NY1,NL,11,7,2,3,0,0,0,0,0,,0,1,,0,1,,0 +niarhgu01,1948,1,NYA,AL,83,228,41,61,12,2,0,19,1,3,52,15,,0,5,,3 +nichobi01,1948,1,CHN,NL,143,494,68,129,24,5,19,67,2,,81,60,,5,1,,5 +northro01,1948,1,SLN,NL,96,246,40,79,10,1,13,64,0,,38,25,,4,0,,8 +okriele01,1948,1,WS1,AL,19,42,1,10,0,1,0,1,0,0,1,7,,0,0,,3 +osterfr01,1948,1,PIT,NL,23,44,1,8,1,0,0,4,0,,1,6,,0,3,,1 +ostrojo01,1948,1,BOS,AL,1,1,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +ostrojo02,1948,1,SLA,AL,26,18,2,4,0,0,0,2,0,0,4,5,,0,3,,0 +outlaji01,1948,1,DET,AL,74,198,33,56,12,0,0,25,0,1,31,15,,1,1,,8 +overmst01,1948,1,DET,AL,37,14,0,1,0,0,0,1,0,0,2,1,,0,0,,2 +padgedo01,1948,1,PHI,NL,36,74,3,17,3,0,0,7,0,,3,2,,0,1,,1 +pafkoan01,1948,1,CHN,NL,142,548,82,171,30,2,26,101,3,,50,50,,5,3,,13 +pagejo01,1948,1,NYA,AL,55,24,3,7,1,2,0,2,0,0,3,4,,0,1,,0 +paigesa01,1948,1,CLE,AL,21,23,0,2,0,0,0,0,0,0,0,5,,0,2,,0 +palicer01,1948,1,BRO,NL,45,39,6,5,1,1,0,3,0,,4,12,,0,1,,1 +palmmi01,1948,1,BOS,AL,3,3,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +papaial01,1948,1,SLN,NL,11,2,0,0,0,0,0,0,0,,0,1,,0,0,,0 +papisfr01,1948,1,CHA,AL,32,27,1,5,2,0,0,4,0,0,0,6,,0,1,,2 +parneme01,1948,1,BOS,AL,35,80,6,13,1,0,0,8,0,0,1,11,,0,2,,2 +partero01,1948,1,SLA,AL,82,231,14,47,8,1,0,17,2,2,25,21,,1,0,,7 +pearsik01,1948,1,CHA,AL,23,10,0,2,0,0,0,0,0,0,0,3,,0,2,,0 +peckha01,1948,1,CLE,AL,45,63,12,18,3,0,0,8,1,0,4,8,,0,1,,0 +pellaed01,1948,1,SLA,AL,105,290,31,69,8,3,2,27,1,2,34,40,,1,0,,5 +peskyjo01,1948,1,BOS,AL,143,565,124,159,26,6,3,55,3,5,99,32,,6,7,,10 +peterke01,1948,1,CIN,NL,43,36,0,5,0,0,0,0,0,,0,7,,0,2,,1 +phillda01,1948,1,CHA,AL,137,488,51,140,28,3,5,42,8,10,50,33,,0,8,,11 +phillja02,1948,1,NYA,AL,1,2,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +piercbi02,1948,1,DET,AL,22,17,5,5,0,2,0,2,0,0,0,4,,0,0,,0 +pierema01,1948,1,WS1,AL,13,2,1,0,0,0,0,1,1,0,0,1,,0,0,,0 +pierema01,1948,2,CHA,AL,32,39,5,7,0,0,0,3,0,1,4,6,,0,1,,1 +plattwh01,1948,1,SLA,AL,123,454,57,123,22,10,7,82,1,4,39,51,,2,4,,14 +poatra01,1948,1,NY1,NL,39,56,4,7,2,0,0,7,0,,4,26,,0,1,,1 +polanhu01,1948,1,CIN,NL,3,3,0,1,0,0,0,0,0,,0,0,,0,0,,0 +polleho01,1948,1,SLN,NL,38,68,6,8,1,0,0,4,0,,3,9,,0,5,,2 +portebo01,1948,1,NYA,AL,16,24,4,6,0,0,0,1,0,0,1,4,,0,7,,1 +portoal01,1948,1,PHI,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +posselo01,1948,1,PHI,NL,4,4,0,1,0,0,0,1,0,,0,2,,0,0,,0 +pottene01,1948,1,SLA,AL,2,4,1,2,0,0,0,1,0,0,0,0,,0,0,,0 +pottene01,1948,2,PHA,AL,8,4,0,1,0,0,0,0,0,0,1,0,,0,0,,1 +pottene01,1948,3,BSN,NL,18,29,0,11,1,0,0,3,0,,0,3,,0,2,,1 +prendji01,1948,1,BSN,NL,10,5,0,0,0,0,0,0,0,,0,3,,0,0,,0 +priddje01,1948,1,SLA,AL,151,560,96,166,40,9,8,79,6,5,86,71,,1,10,,15 +queenme01,1948,1,PIT,NL,25,17,0,1,0,0,0,0,0,,0,2,,0,2,,0 +racklma01,1948,1,BRO,NL,88,281,55,92,13,5,0,15,8,,19,25,,0,3,,1 +raffeke01,1948,1,CIN,NL,40,62,2,7,1,0,0,0,0,,2,27,,0,3,,2 +ramazbo01,1948,1,BRO,NL,4,3,0,0,0,0,0,0,0,,0,1,,0,0,,0 +ramsdwi01,1948,1,BRO,NL,27,11,0,1,0,0,0,0,0,,0,4,,0,0,,0 +raschvi01,1948,1,NYA,AL,36,81,10,19,4,0,0,11,0,0,5,11,,0,4,,2 +reesepe01,1948,1,BRO,NL,151,566,96,155,31,4,9,75,25,,79,63,,0,9,,16 +reisepe01,1948,1,BRO,NL,64,127,17,30,8,2,1,19,4,,29,21,,1,2,,2 +reynoal01,1948,1,NYA,AL,41,83,6,16,3,0,1,16,0,0,4,22,,0,5,,3 +rhawnbo01,1948,1,NY1,NL,36,44,11,12,2,1,1,8,3,,8,6,,0,0,,2 +ricede01,1948,1,SLN,NL,100,290,24,57,10,1,4,34,1,,37,46,,5,6,,6 +riceha02,1948,1,SLN,NL,8,31,3,10,1,2,0,3,0,,2,4,,0,0,,0 +rickema01,1948,1,CIN,NL,8,6,0,1,0,0,0,0,0,,0,0,,0,0,,0 +rickema01,1948,2,BSN,NL,3,13,1,3,0,1,0,2,0,,0,1,,1,0,,0 +riddlel01,1948,1,PIT,NL,29,64,6,12,1,0,1,5,1,,4,16,,0,6,,0 +riddljo02,1948,1,PIT,NL,10,15,1,3,0,0,0,0,0,,1,2,,0,1,,1 +riebeha01,1948,1,DET,AL,25,62,0,12,0,0,0,5,0,1,3,5,,0,0,,3 +rignebi01,1948,1,NY1,NL,113,424,72,112,17,3,10,43,4,,47,54,,3,4,,9 +rizzuph01,1948,1,NYA,AL,128,464,65,117,13,2,6,50,6,5,60,24,,2,13,,6 +roberro01,1948,1,PHI,NL,21,44,1,11,2,0,1,5,0,,6,16,,0,3,,1 +robersh01,1948,1,WS1,AL,71,187,19,46,11,3,2,22,8,0,24,26,,1,3,,2 +robinaa01,1948,1,CHA,AL,98,326,47,82,14,2,8,39,0,1,46,30,,0,1,,8 +robined01,1948,1,CLE,AL,134,493,53,125,18,5,16,83,1,0,36,42,,2,9,,13 +robinja02,1948,1,BRO,NL,147,574,108,170,38,8,12,85,22,,57,37,,7,8,,7 +roepr01,1948,1,BRO,NL,34,51,4,5,0,0,0,1,0,,5,14,,0,9,,1 +rojekst01,1948,1,PIT,NL,156,641,85,186,27,5,4,51,24,,61,41,,3,8,,8 +rosarbu01,1948,1,PHA,AL,90,302,30,77,13,0,4,41,0,2,39,12,,2,6,,3 +rosenal01,1948,1,CLE,AL,5,5,0,1,0,0,0,0,0,0,0,2,,0,0,,1 +rotblma01,1948,1,CHA,AL,7,4,0,0,0,0,0,0,0,0,1,2,,0,0,,0 +rowelba01,1948,1,PHI,NL,77,196,15,47,16,2,1,22,2,,8,14,,0,2,,3 +rowesc01,1948,1,PHI,NL,31,52,3,10,0,0,1,4,1,,4,10,,0,2,,0 +rushbo01,1948,1,CHN,NL,38,39,1,5,1,0,0,0,0,,0,9,,0,2,,0 +russeji01,1948,1,BSN,NL,89,322,44,85,18,1,9,54,4,,46,31,,3,3,,8 +ryanco01,1948,1,BSN,NL,51,122,14,26,3,0,0,10,0,,21,16,,1,4,,2 +sainjo01,1948,1,BSN,NL,43,115,11,25,3,1,0,16,0,,1,3,,0,16,,4 +salkebi01,1948,1,BSN,NL,78,198,26,48,8,1,8,28,1,,42,37,,1,9,,3 +sandera01,1948,1,BSN,NL,5,4,0,1,0,0,0,2,0,,1,0,,0,0,,1 +sanfofr01,1948,1,SLA,AL,43,73,9,11,3,0,1,4,0,0,4,17,,0,2,,0 +sauerha01,1948,1,CIN,NL,145,530,78,138,22,1,35,97,2,,60,85,,4,4,,10 +savagbo01,1948,1,PHA,AL,33,13,2,1,0,0,0,0,0,0,3,6,,0,2,,0 +sawatca01,1948,1,CHN,NL,2,2,0,0,0,0,0,0,0,,0,0,,0,0,,0 +scalaje01,1948,1,CHA,AL,3,6,1,0,0,0,0,0,0,0,0,3,,0,0,,0 +scarbra01,1948,1,WS1,AL,31,64,7,14,3,1,0,9,0,0,0,8,,0,6,,2 +schefbo01,1948,1,CHN,NL,102,293,23,88,18,2,5,45,0,,22,27,,1,1,,6 +scheica01,1948,1,PHA,AL,52,104,14,31,8,3,2,21,0,0,8,17,,0,0,,3 +schenha01,1948,1,CHN,NL,96,337,43,88,17,1,1,14,3,,18,15,,4,2,,6 +schmijo01,1948,1,CHN,NL,34,84,3,11,1,1,0,4,0,,3,19,,0,7,,4 +schoere01,1948,1,SLN,NL,119,408,64,111,21,4,4,36,1,,28,16,,0,2,,6 +schulho01,1948,1,PHI,NL,6,13,0,1,0,0,0,1,0,,1,2,,0,0,,0 +schulho01,1948,2,CIN,NL,36,72,9,12,0,0,2,9,2,,4,7,,0,3,,1 +schuljo05,1948,1,SLA,AL,43,37,0,7,0,0,0,9,0,0,6,3,,0,0,,1 +schwabl01,1948,1,SLA,AL,12,10,1,3,1,0,0,0,0,0,1,2,,0,0,,0 +seerepa01,1948,1,CLE,AL,10,23,7,6,0,0,1,6,0,0,7,8,,0,1,,2 +seerepa01,1948,2,CHA,AL,95,340,44,78,11,0,18,64,0,0,61,94,,0,2,,8 +seminan01,1948,1,PHI,NL,125,391,49,88,11,3,13,44,4,,58,68,,2,6,,10 +sewelri01,1948,1,PIT,NL,21,42,5,6,1,0,1,2,0,,6,15,,0,1,,0 +sexauel01,1948,1,BRO,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sheasp01,1948,1,NYA,AL,28,47,4,7,0,2,0,4,0,0,6,11,,1,5,,1 +sherine01,1948,1,BOS,AL,2,1,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +shorera01,1948,1,SLA,AL,17,9,0,0,0,0,0,0,0,0,0,3,,0,0,,0 +shouncl01,1948,1,BSN,NL,36,21,2,4,2,0,0,6,0,,0,4,,0,2,,0 +shubage01,1948,1,BRO,NL,63,161,21,43,6,0,4,32,1,,34,31,,0,4,,2 +silvech01,1948,1,NYA,AL,4,14,1,8,0,1,0,1,0,0,0,1,,0,0,,0 +simmocu01,1948,1,PHI,NL,31,51,3,7,0,0,0,4,0,,3,13,,1,3,,1 +singlel01,1948,1,PIT,NL,38,23,0,2,0,0,0,2,0,,0,8,,0,1,,0 +sisledi01,1948,1,PHI,NL,121,446,60,122,21,3,11,56,1,,47,46,,1,8,,4 +sistisi01,1948,1,BSN,NL,83,221,30,54,6,2,0,21,0,,31,34,,1,8,,4 +slaugen01,1948,1,SLN,NL,146,549,91,176,27,11,11,90,4,,81,29,,1,6,,11 +sloatle01,1948,1,BRO,NL,4,1,0,0,0,0,0,0,0,,0,1,,0,1,,0 +smallro01,1948,1,CHN,NL,124,361,25,78,11,4,4,36,0,,23,76,,1,2,,11 +snidedu01,1948,1,BRO,NL,53,160,22,39,6,6,5,21,4,,12,27,,0,0,,4 +souchst01,1948,1,NYA,AL,44,118,11,24,3,1,3,11,3,0,7,13,,0,1,,4 +spahnwa01,1948,1,BSN,NL,37,90,10,15,3,0,1,7,0,,6,24,,0,7,,2 +spencst01,1948,1,BOS,AL,114,391,71,92,17,4,12,61,0,2,82,33,,0,4,,7 +stalege01,1948,1,SLN,NL,31,9,1,2,0,0,1,1,0,,1,2,,0,1,,0 +stallvi01,1948,1,CIN,NL,149,539,40,123,30,4,3,65,2,,18,52,,0,9,,14 +stanked01,1948,1,BSN,NL,67,247,49,79,14,2,2,29,3,,61,13,,0,4,,5 +starrdi01,1948,1,NYA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stephbr01,1948,1,SLA,AL,43,32,4,4,1,0,0,3,0,0,6,9,,0,2,,2 +stephve01,1948,1,BOS,AL,155,635,114,171,25,8,29,137,1,0,77,56,,2,2,,25 +stevech01,1948,1,SLA,AL,85,287,34,75,12,4,1,26,2,2,41,26,,0,18,,3 +steveed01,1948,1,PIT,NL,128,429,47,109,19,6,10,69,4,,35,53,,2,3,,6 +stewabu01,1948,1,NYA,AL,6,5,1,1,1,0,0,0,0,0,0,0,,0,0,,0 +stewabu01,1948,2,WS1,AL,118,401,56,112,17,13,7,69,8,9,49,27,,2,8,,4 +stirnsn01,1948,1,NYA,AL,141,515,90,130,20,7,3,32,5,4,86,62,,1,8,,13 +stobbch01,1948,1,BOS,AL,6,1,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +strinlo01,1948,1,BOS,AL,4,11,1,1,0,0,1,1,0,0,0,3,,0,0,,1 +strinni01,1948,1,PIT,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +strinni01,1948,2,PHI,NL,6,4,0,0,0,0,0,0,0,,0,2,,0,0,,0 +sturgbo01,1948,1,BSN,NL,34,78,10,17,3,1,0,4,0,,4,5,,0,0,,2 +suderpe01,1948,1,PHA,AL,148,519,64,125,23,5,7,60,1,3,60,60,,1,13,,10 +sullijo06,1948,1,WS1,AL,85,173,25,36,4,1,0,12,2,2,22,25,,0,3,,1 +swiftbo01,1948,1,DET,AL,113,292,23,65,6,0,4,33,1,0,51,29,,0,13,,9 +tayloha03,1948,1,BRO,NL,17,22,3,6,1,0,0,3,0,,1,4,,0,2,,0 +tebbebi01,1948,1,BOS,AL,128,446,54,125,26,2,5,68,5,2,62,32,,2,3,,22 +thompfo01,1948,1,WS1,AL,46,35,4,10,2,1,0,4,0,0,2,4,,0,0,,0 +thompjo01,1948,1,PHI,NL,2,3,1,0,0,0,0,0,0,,2,3,,0,0,,0 +thomsbo01,1948,1,NY1,NL,138,471,75,117,20,2,16,63,2,,30,77,,2,3,,15 +tiptojo01,1948,1,CLE,AL,47,90,11,26,3,0,1,13,0,0,4,10,,2,1,,0 +torgeea01,1948,1,BSN,NL,134,438,70,111,23,5,10,67,19,,81,54,,2,10,,7 +treshmi01,1948,1,CHA,AL,39,108,10,27,1,0,1,11,0,0,9,9,,0,3,,1 +trinkke01,1948,1,NY1,NL,53,8,0,2,0,0,0,1,0,,1,2,,0,0,,1 +troutdi01,1948,1,DET,AL,32,69,6,15,3,0,1,2,0,0,5,14,,0,2,,2 +truckvi01,1948,1,DET,AL,43,79,6,13,0,1,0,2,0,0,2,14,,0,2,,5 +tucketh01,1948,1,CLE,AL,83,242,52,63,13,2,1,19,11,2,31,17,,1,0,,3 +turneea01,1948,1,PIT,NL,2,1,0,0,0,0,0,0,0,,0,0,,0,0,,0 +valoel01,1948,1,PHA,AL,113,383,72,117,17,4,3,46,10,6,81,13,,4,7,,11 +vancujo01,1948,1,BRO,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vandejo01,1948,1,CIN,NL,41,78,6,11,2,0,1,2,0,,7,21,,0,4,,1 +vaughar01,1948,1,BRO,NL,65,123,19,30,3,0,3,22,0,,21,8,,0,0,,4 +verbaem01,1948,1,PHI,NL,55,169,14,39,5,1,0,11,0,,11,5,,1,11,,3 +verbaem01,1948,2,CHN,NL,56,248,37,73,15,1,1,16,4,,4,7,,1,0,,4 +vernomi01,1948,1,WS1,AL,150,558,78,135,27,7,3,48,15,11,54,43,,1,6,,17 +vicoge01,1948,1,DET,AL,144,521,50,139,23,9,8,58,2,2,39,39,,7,17,,23 +voisebi01,1948,1,BSN,NL,37,72,2,7,0,0,0,4,0,,4,17,,0,7,,0 +vollmcl01,1948,1,CIN,NL,7,9,0,1,0,0,0,0,0,,1,1,,0,0,,1 +vollmcl01,1948,2,WS1,AL,1,5,1,2,0,0,0,0,0,0,0,1,,0,0,,0 +wadebe01,1948,1,CHN,NL,2,2,0,0,0,0,0,0,0,,0,1,,0,0,,0 +wagneha01,1948,1,DET,AL,54,109,10,22,3,0,0,10,1,0,20,11,,0,3,,2 +wagneha01,1948,2,PHI,NL,3,4,0,0,0,0,0,0,0,,0,0,,0,0,,1 +waitked01,1948,1,CHN,NL,139,562,87,166,27,10,7,44,11,,43,19,,2,7,,12 +wakefdi01,1948,1,DET,AL,110,322,50,89,20,5,11,53,0,1,70,55,,0,1,,6 +walkedi02,1948,1,PIT,NL,129,408,39,129,19,3,2,54,1,,52,18,,0,5,,7 +walkeha01,1948,1,PHI,NL,112,332,34,97,11,2,2,23,4,,33,30,,1,2,,3 +walkeru01,1948,1,CHN,NL,79,171,17,47,8,0,5,26,0,,24,17,,2,0,,8 +wallaja02,1948,1,CHA,AL,33,48,2,9,0,0,1,3,0,0,1,12,,0,0,,2 +walshju01,1948,1,PIT,NL,2,2,0,0,0,0,0,0,0,,0,0,,0,0,,0 +waltebu01,1948,1,CIN,NL,7,15,1,4,0,0,0,2,0,,0,2,,0,0,,1 +wardpr01,1948,1,BRO,NL,42,146,9,38,9,2,1,21,0,,15,23,,0,1,,0 +webbele01,1948,1,CLE,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +webbre01,1948,1,NY1,NL,5,9,0,2,0,0,0,1,0,,0,1,,0,2,,0 +webbsk01,1948,1,PHA,AL,23,54,5,8,2,0,0,3,0,0,0,9,,0,1,,2 +wehmehe01,1948,1,CIN,NL,36,55,4,5,1,0,0,2,0,,1,13,,0,3,,1 +weigera01,1948,1,CHA,AL,66,163,8,38,7,3,0,26,1,2,13,18,,1,2,,5 +weikdi01,1948,1,WS1,AL,3,4,1,3,0,1,0,0,0,0,0,0,,0,0,,0 +wellmbo01,1948,1,PHA,AL,4,10,1,2,0,1,0,0,0,0,3,2,,0,0,,0 +weltedi01,1948,1,WS1,AL,33,10,1,1,0,0,0,0,0,0,0,4,,0,0,,0 +wenslbu01,1948,1,CLE,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wertzvi01,1948,1,DET,AL,119,391,49,97,19,9,7,67,0,0,48,70,,3,6,,5 +westlwa01,1948,1,PIT,NL,132,428,78,122,10,6,17,65,2,,46,40,,4,1,,10 +westma02,1948,1,PIT,NL,87,146,19,26,4,0,8,21,1,,27,29,,1,0,,4 +westrwe01,1948,1,NY1,NL,66,125,14,20,3,1,4,16,3,,20,36,,0,0,,1 +whitedo02,1948,1,PHA,AL,86,253,29,62,14,2,1,28,0,1,19,16,,2,6,,6 +whiteer01,1948,1,BSN,NL,16,3,0,0,0,0,0,0,0,,0,2,,0,0,,0 +whiteha01,1948,1,DET,AL,27,13,1,2,1,0,0,1,0,0,2,6,,0,0,,0 +whitmdi01,1948,1,BRO,NL,60,165,24,48,13,0,0,20,4,,14,12,,0,4,,3 +whitmfr01,1948,1,CHA,AL,3,6,0,0,0,0,0,0,0,0,0,3,,0,0,,0 +widmaal01,1948,1,SLA,AL,49,10,1,3,1,0,0,0,0,0,1,4,,0,0,,0 +wightbi01,1948,1,CHA,AL,34,73,2,6,0,0,0,3,0,0,3,31,,1,3,,1 +wilbede01,1948,1,SLN,NL,27,58,5,11,2,0,0,10,0,,4,9,,0,2,,3 +wilkste01,1948,1,SLN,NL,57,30,1,5,1,0,0,4,0,,3,7,,0,3,,0 +willide02,1948,1,CIN,NL,48,95,9,16,2,0,1,5,0,,10,18,,0,3,,1 +willite01,1948,1,BOS,AL,137,509,124,188,44,3,25,127,4,0,126,41,,3,0,,10 +wilsogr01,1948,1,PIT,NL,12,10,1,1,1,0,0,1,0,,0,3,,0,0,,0 +wilsoji02,1948,1,SLA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +woodke01,1948,1,SLA,AL,10,24,2,2,0,1,0,2,0,0,1,4,,0,1,,2 +wooteju01,1948,1,WS1,AL,88,258,34,66,8,3,1,23,2,1,24,21,,2,7,,4 +wrighed01,1948,1,BSN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wrighta01,1948,1,CHA,AL,134,455,50,127,15,6,4,61,2,1,38,18,,5,1,,13 +wrighto01,1948,1,BOS,AL,3,2,1,1,0,1,0,0,0,0,0,0,,0,0,,0 +wynnea01,1948,1,WS1,AL,73,106,9,23,3,1,0,16,0,0,14,22,,0,0,,4 +wyrosjo01,1948,1,CIN,NL,136,512,74,140,24,9,17,76,7,,52,63,,3,0,,5 +yochira01,1948,1,SLN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +yorkru01,1948,1,PHA,AL,31,51,4,8,0,0,0,6,0,0,7,15,,0,0,,2 +yosted01,1948,1,WS1,AL,145,555,74,138,32,11,2,50,4,3,82,51,,4,7,,15 +youngba01,1948,1,CIN,NL,49,130,11,30,7,2,1,12,0,,19,12,,0,1,,1 +youngba01,1948,2,SLN,NL,41,111,14,27,5,2,1,13,0,,16,6,,0,0,,3 +youngbo01,1948,1,SLN,NL,3,1,0,0,0,0,0,0,0,,0,1,,0,0,,0 +yvarssa01,1948,1,NY1,NL,15,38,4,8,1,0,1,6,0,,3,1,,1,0,,1 +zarilal01,1948,1,SLA,AL,144,529,77,174,39,3,12,74,11,6,48,48,,4,15,,8 +zientbe01,1948,1,CIN,NL,74,187,17,35,1,2,0,7,0,,12,11,,0,5,,8 +zoldasa01,1948,1,SLA,AL,11,22,3,6,1,0,0,2,1,0,0,3,,0,1,,0 +zoldasa01,1948,2,CLE,AL,23,36,0,5,1,0,0,0,0,0,1,6,,0,2,,2 +aberscl01,1949,1,CHN,NL,4,7,0,0,0,0,0,0,0,,0,2,,0,0,,1 +abramca01,1949,1,BRO,NL,8,24,6,2,1,0,0,0,1,,7,6,,0,0,,1 +adamsbo03,1949,1,CIN,NL,107,277,32,70,16,2,0,25,4,,26,36,,0,5,,6 +adamshe01,1949,1,CHA,AL,56,208,26,61,5,3,0,16,1,2,9,16,,0,1,,3 +adkinde01,1949,1,CHN,NL,30,20,1,4,1,0,1,2,0,,0,10,,0,0,,0 +albreed01,1949,1,SLA,AL,1,2,0,0,0,0,0,0,0,0,1,1,,0,0,,1 +anderan01,1949,1,SLA,AL,71,136,10,17,3,0,1,5,0,1,14,21,,0,2,,4 +antonjo02,1949,1,BSN,NL,22,25,0,3,0,0,0,0,0,,1,9,,0,5,,0 +applilu01,1949,1,CHA,AL,142,492,82,148,21,5,5,58,7,12,121,24,,0,6,,23 +arftha01,1949,1,SLA,AL,6,5,1,1,1,0,0,2,0,0,0,1,,0,0,,0 +ashburi01,1949,1,PHI,NL,154,662,84,188,18,11,1,37,9,,58,38,,1,7,,7 +astrojo01,1949,1,PHA,AL,55,148,18,36,4,1,0,12,1,0,21,13,,0,1,,6 +avilabo01,1949,1,CLE,AL,31,14,3,3,0,0,0,3,0,0,1,3,,0,0,,1 +bakerbi01,1949,1,SLN,NL,20,30,2,4,1,0,0,4,0,,2,2,,0,0,,0 +bakerfl01,1949,1,CHA,AL,125,388,38,101,15,4,1,40,3,1,84,32,,0,2,,3 +bantaja01,1949,1,BRO,NL,48,46,2,5,1,0,0,1,0,,3,9,,0,1,,1 +barnere02,1949,1,BRO,NL,38,47,3,10,1,0,0,2,0,,1,14,,0,3,,0 +barrere01,1949,1,BSN,NL,23,5,0,1,0,0,0,0,0,,0,2,,0,0,,0 +basgamo01,1949,1,PIT,NL,107,308,25,67,9,1,2,26,1,,31,32,,1,4,,7 +battsma01,1949,1,BOS,AL,60,157,23,38,9,1,3,31,1,0,25,22,,1,0,,4 +bauerha01,1949,1,NYA,AL,103,301,56,82,6,6,10,45,2,2,37,42,,1,5,,9 +baumeji01,1949,1,CHA,AL,8,10,2,4,1,1,0,2,0,0,2,1,,2,0,,0 +baumhfr01,1949,1,CIN,NL,27,81,12,19,5,3,1,8,0,,6,8,,1,3,,2 +baumhfr01,1949,2,CHN,NL,58,164,15,37,4,2,1,15,2,,9,21,,1,4,,0 +beardge01,1949,1,CLE,AL,32,45,3,5,0,0,0,1,0,0,2,11,,0,2,,0 +beardte01,1949,1,PIT,NL,14,24,1,2,0,0,0,1,0,,2,2,,0,0,,0 +beazljo01,1949,1,BSN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +behrmha01,1949,1,NY1,NL,43,13,0,1,0,0,0,0,0,,1,4,,0,0,,0 +bentoal01,1949,1,CLE,AL,40,38,1,5,0,0,0,1,0,0,1,11,,0,3,,1 +berarjo01,1949,1,CLE,AL,50,116,11,23,6,1,0,13,0,1,14,14,,2,2,,1 +berrayo01,1949,1,NYA,AL,116,415,59,115,20,2,20,91,2,1,22,25,,6,0,,6 +berryne01,1949,1,DET,AL,109,329,38,78,9,1,0,18,4,2,27,24,,2,7,,11 +biasaha01,1949,1,PHA,AL,21,24,6,2,2,0,0,2,0,0,8,5,,0,1,,0 +bickfve01,1949,1,BSN,NL,37,81,7,15,0,0,0,8,0,,2,20,,0,10,,4 +bicknch01,1949,1,PHI,NL,13,1,0,0,0,0,0,0,0,,2,1,,0,0,,0 +bilbrji01,1949,1,SLA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bilkost01,1949,1,SLN,NL,6,17,3,5,2,0,0,2,0,,5,6,,0,0,,0 +blackew01,1949,1,CIN,NL,30,19,3,4,0,0,0,0,0,,0,4,,0,1,,0 +blatnjo01,1949,1,PHI,NL,6,8,3,1,0,0,0,0,0,,4,1,,0,0,,0 +blattbu01,1949,1,PHI,NL,64,97,15,24,6,0,5,21,0,,19,17,,0,2,,2 +bloodji01,1949,1,CIN,NL,134,452,40,118,27,1,9,59,1,,27,36,,1,4,,12 +bockmed01,1949,1,PIT,NL,79,220,21,49,6,1,6,19,3,,23,31,,0,2,,3 +bonhati01,1949,1,PIT,NL,18,22,0,1,0,0,0,3,0,,3,1,,0,5,,0 +boonera01,1949,1,CLE,AL,86,258,39,65,4,4,4,26,0,2,38,17,,2,9,,11 +borowha01,1949,1,PHI,NL,28,61,2,13,3,0,0,6,0,,7,19,,0,5,,0 +boudrlo01,1949,1,CLE,AL,134,475,53,135,20,3,4,60,0,1,70,10,,4,12,,19 +bowerbi01,1949,1,CHA,AL,26,78,5,15,2,1,0,6,1,1,4,5,,0,1,,4 +bowmaro01,1949,1,NY1,NL,2,2,0,0,0,0,0,0,0,,0,1,,0,0,,0 +boyercl01,1949,1,SLN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bradlfr01,1949,1,CHA,AL,1,1,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +brancra01,1949,1,BRO,NL,34,62,5,5,1,0,0,2,0,,9,26,,0,8,,1 +brazlal01,1949,1,SLN,NL,39,82,7,11,0,0,0,2,0,,0,6,,0,1,,5 +brechha01,1949,1,SLN,NL,32,77,8,21,3,1,0,6,0,,4,14,,0,3,,1 +brisslo01,1949,1,PHA,AL,34,90,7,24,2,1,0,6,0,0,1,8,,0,6,,4 +brownbo03,1949,1,NYA,AL,104,343,61,97,14,4,6,61,4,3,38,18,,3,0,,9 +brownto02,1949,1,BRO,NL,41,89,14,27,2,0,3,18,0,,6,8,,0,0,,1 +bruneja01,1949,1,CHA,AL,4,1,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +burgesm01,1949,1,CHN,NL,46,56,4,15,0,0,1,12,0,,4,4,,0,0,,1 +burkhke01,1949,1,CIN,NL,11,7,0,2,0,0,0,0,0,,0,0,,0,0,,0 +buxtora01,1949,1,NYA,AL,14,3,0,0,0,0,0,0,0,0,0,2,,0,0,,0 +byrneto01,1949,1,NYA,AL,35,83,8,16,4,2,0,13,0,0,2,20,,0,1,,2 +cabalpu01,1949,1,PHI,NL,29,68,8,19,3,0,0,3,0,,0,3,,0,1,,2 +cainbo01,1949,1,CHA,AL,6,3,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +calvepa01,1949,1,WS1,AL,35,51,6,7,0,0,0,1,0,0,3,9,,0,4,,1 +camparo01,1949,1,BRO,NL,130,436,65,125,22,2,22,82,3,,67,36,,3,1,,11 +campbpa01,1949,1,DET,AL,87,255,38,71,15,4,3,30,3,3,24,32,,1,7,,1 +candimi01,1949,1,WS1,AL,3,1,1,1,0,0,0,0,0,0,0,0,,0,0,,0 +carraal01,1949,1,CHA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +caseyhu01,1949,1,PIT,NL,33,3,1,1,1,0,0,1,0,,0,0,,0,1,,0 +caseyhu01,1949,2,NYA,AL,4,1,0,0,0,0,0,1,0,0,0,0,,0,0,,0 +cassija01,1949,1,PIT,NL,8,0,3,0,0,0,0,0,0,,0,0,,0,0,,0 +castipe01,1949,1,PIT,NL,118,448,57,120,20,2,6,43,2,,20,43,,0,9,,4 +cavarph01,1949,1,CHN,NL,105,360,46,106,22,4,8,49,2,,45,31,,1,8,,6 +chambcl01,1949,1,PIT,NL,34,55,5,13,2,1,0,5,0,,5,7,,0,6,,1 +chapmsa01,1949,1,PHA,AL,154,589,89,164,24,4,24,108,3,4,80,68,,2,3,,23 +chesnbo01,1949,1,PIT,NL,42,68,11,17,5,2,1,5,0,,5,6,,0,0,,2 +chipmbo01,1949,1,CHN,NL,38,24,2,3,0,0,0,0,0,,3,5,,0,3,,0 +chrisma01,1949,1,WS1,AL,49,112,8,24,2,0,3,18,0,0,8,7,,1,1,,5 +clarkal01,1949,1,CLE,AL,35,74,8,13,4,0,1,9,0,0,4,7,,0,0,,2 +coangi01,1949,1,WS1,AL,111,358,36,78,7,8,3,25,9,6,29,58,,1,1,,4 +colemje01,1949,1,NYA,AL,128,447,54,123,21,5,2,42,8,6,63,44,,2,11,,12 +colemjo04,1949,1,PHA,AL,33,79,4,14,3,0,1,5,0,0,5,29,,0,7,,4 +collijo01,1949,1,NYA,AL,7,10,2,1,0,0,0,4,0,0,6,2,,0,0,,0 +combsme01,1949,1,BOS,AL,14,24,5,5,1,0,0,1,0,0,9,0,,0,1,,0 +conatcl01,1949,1,BSN,NL,53,152,10,40,6,0,3,16,0,,14,19,,0,1,,6 +connoch01,1949,1,BRO,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,,1 +coopemo01,1949,1,CHN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +coopewa01,1949,1,NY1,NL,42,147,14,31,4,2,4,21,0,,7,8,,3,0,,10 +coopewa01,1949,2,CIN,NL,82,307,34,86,9,2,16,62,0,,21,24,,2,1,,9 +corbicl01,1949,1,CIN,NL,44,94,10,17,1,0,0,3,1,,9,1,,0,2,,3 +coxbi02,1949,1,BRO,NL,100,390,48,91,18,2,8,40,5,,30,18,,1,5,,9 +crandde01,1949,1,BSN,NL,67,228,21,60,10,1,4,34,2,,9,18,,0,2,,8 +cresswa01,1949,1,CIN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +culledi01,1949,1,NY1,NL,7,1,0,0,0,0,0,0,0,,1,0,,0,0,,0 +darkal01,1949,1,BSN,NL,130,529,74,146,23,5,3,53,5,,31,43,,1,11,,10 +davisto01,1949,1,PHA,AL,31,75,7,20,0,1,1,6,0,0,9,16,,0,3,,1 +delsiji01,1949,1,NYA,AL,9,20,5,7,1,0,1,3,0,0,1,2,,0,0,,0 +dentesa01,1949,1,WS1,AL,153,590,48,161,24,4,1,53,4,4,31,24,,0,4,,17 +derryru01,1949,1,SLN,NL,2,2,0,0,0,0,0,0,0,,0,2,,0,0,,0 +dicksmu01,1949,1,PIT,NL,44,84,5,17,4,1,0,4,0,,0,6,,0,1,,1 +dierich01,1949,1,SLN,NL,131,369,60,97,21,8,3,38,1,,35,49,,1,4,,4 +difanja01,1949,1,WS1,AL,2,1,0,1,1,0,0,0,0,0,0,0,,0,0,,0 +dillibo01,1949,1,SLA,AL,137,544,68,176,22,13,1,51,20,14,51,40,,3,7,,14 +dimagdo01,1949,1,BOS,AL,145,605,126,186,34,5,8,60,9,7,96,55,,2,3,,10 +dimagjo01,1949,1,NYA,AL,76,272,58,94,14,6,14,67,0,1,55,18,,2,0,,11 +doberje01,1949,1,CHN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +doberje01,1949,2,CIN,NL,14,2,0,0,0,0,0,0,0,,1,0,,0,0,,0 +dobsojo01,1949,1,BOS,AL,33,68,5,10,0,0,0,2,1,0,10,22,,0,5,,1 +dobyla01,1949,1,CLE,AL,147,547,106,153,25,3,24,85,10,9,91,90,,7,5,,14 +doerrbo01,1949,1,BOS,AL,139,541,91,167,30,9,18,109,2,2,75,33,,0,7,,31 +donnebl01,1949,1,PHI,NL,23,23,2,4,0,0,0,1,0,,0,3,,0,1,,0 +dorisha01,1949,1,BOS,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +doziebu01,1949,1,WS1,AL,2,2,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +drewska01,1949,1,SLA,AL,31,46,0,0,0,0,0,0,0,0,7,22,,0,1,,1 +dropowa01,1949,1,BOS,AL,11,41,3,6,2,0,0,1,0,0,3,7,,0,0,,2 +dubiemo01,1949,1,CHN,NL,33,35,2,10,0,2,0,3,0,,2,7,,0,7,,0 +dusaker01,1949,1,SLN,NL,1,0,1,0,0,0,0,0,0,,0,0,,0,0,,0 +earlyja01,1949,1,WS1,AL,53,138,12,34,4,0,1,11,0,1,26,11,,1,3,,5 +eastelu01,1949,1,CLE,AL,21,45,6,10,3,0,0,2,0,1,8,6,,0,1,,2 +edwarbr01,1949,1,BRO,NL,64,148,24,31,3,0,8,25,0,,25,15,,0,0,,6 +edwarha01,1949,1,CLE,AL,5,15,3,4,0,0,1,1,0,0,1,2,,0,0,,1 +edwarha01,1949,2,CHN,NL,58,176,25,51,8,4,7,21,0,,19,22,,0,1,,4 +elderge01,1949,1,SLA,AL,41,44,9,11,3,0,0,2,0,0,4,11,,0,4,,0 +elliobo01,1949,1,BSN,NL,139,482,77,135,29,5,17,76,0,,90,38,,2,4,,16 +elliogl01,1949,1,BSN,NL,22,17,0,1,0,0,0,0,0,,2,7,,0,1,,0 +embrere01,1949,1,SLA,AL,40,37,2,6,0,0,0,3,0,0,3,10,,0,3,,1 +ennisde01,1949,1,PHI,NL,154,610,92,184,39,11,25,110,2,,59,61,,4,1,,10 +erauted01,1949,1,CIN,NL,39,23,1,4,1,0,0,0,0,,3,4,,0,1,,0 +erskica01,1949,1,BRO,NL,22,26,1,3,0,0,0,1,0,,0,5,,0,2,,1 +estalbo01,1949,1,PHA,AL,8,20,2,5,0,0,0,3,0,0,1,2,,0,0,,5 +evansal01,1949,1,WS1,AL,109,321,32,87,12,3,2,42,4,1,50,19,,0,3,,8 +evansbi02,1949,1,CHA,AL,4,1,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +eversho01,1949,1,DET,AL,132,432,68,131,21,6,7,72,6,7,70,38,,2,4,,16 +fainfe01,1949,1,PHA,AL,150,525,81,138,21,5,3,78,8,1,136,51,,0,11,,15 +fannicl01,1949,1,SLA,AL,37,55,4,9,1,0,0,4,0,0,2,15,,0,1,,0 +fanovfr01,1949,1,CIN,NL,29,4,0,0,0,0,0,0,0,,1,3,,0,0,,0 +fellebo01,1949,1,CLE,AL,36,72,7,17,2,1,2,10,0,0,2,23,,0,7,,0 +ferrida01,1949,1,BOS,AL,4,1,1,1,1,0,0,1,0,0,0,0,,0,0,,0 +ferrito01,1949,1,SLA,AL,51,21,3,3,1,0,0,3,0,0,1,5,,0,2,,0 +fitzged01,1949,1,PIT,NL,75,160,16,42,7,0,2,18,1,,8,27,,1,2,,5 +flemile01,1949,1,PIT,NL,24,31,0,8,0,2,0,7,0,,6,2,,1,0,,0 +fletcel01,1949,1,BSN,NL,122,413,57,108,19,3,11,51,1,,84,65,,8,13,,10 +fowledi01,1949,1,PHA,AL,31,77,5,18,2,0,0,11,0,1,7,10,,0,2,,3 +foxho01,1949,1,CIN,NL,41,72,3,17,3,0,0,5,1,,0,6,,1,6,,2 +foxne01,1949,1,PHA,AL,88,247,42,63,6,2,0,21,2,2,32,9,,6,11,,10 +frankhe01,1949,1,NY1,NL,1,3,1,2,0,0,0,0,0,,0,0,,0,0,,0 +frienow01,1949,1,SLA,AL,2,8,1,3,0,0,0,1,0,0,0,0,,0,0,,0 +furilca01,1949,1,BRO,NL,142,549,95,177,27,10,18,106,4,,37,29,,3,7,,16 +galanau01,1949,1,NY1,NL,22,17,0,1,1,0,0,2,0,,5,3,,0,0,,1 +galanau01,1949,2,PHA,AL,12,26,4,8,2,0,0,0,0,0,9,2,,0,1,,1 +galehde01,1949,1,BOS,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +garagjo01,1949,1,SLN,NL,81,241,25,63,14,0,3,26,0,,31,19,,1,2,,6 +garcimi01,1949,1,CLE,AL,41,51,7,12,2,0,1,7,0,0,3,9,,0,8,,0 +garvene01,1949,1,SLA,AL,55,75,12,14,4,0,0,2,0,0,12,8,,0,4,,4 +getteal01,1949,1,CHA,AL,19,18,2,3,0,0,0,0,0,0,2,2,,0,0,,1 +getteal01,1949,2,WS1,AL,16,8,0,0,0,0,0,1,0,0,1,2,,0,0,,0 +glavito01,1949,1,SLN,NL,87,258,32,69,16,1,6,36,0,,41,35,,6,3,,7 +glynnbi01,1949,1,PHI,NL,8,10,0,2,0,0,0,1,0,,0,3,,0,0,,0 +goldsgo01,1949,1,CHA,AL,39,145,25,36,3,2,1,13,2,0,18,9,,0,0,,3 +goliami01,1949,1,PHI,NL,55,189,24,40,6,3,3,19,0,,20,32,,1,1,,8 +gonzaju01,1949,1,WS1,AL,13,5,0,1,0,0,0,0,0,0,2,3,,0,0,,0 +goodmbi01,1949,1,BOS,AL,122,443,54,132,23,3,0,56,2,0,58,21,,2,6,,14 +gordojo01,1949,1,CLE,AL,148,541,74,136,18,3,20,84,5,6,83,33,,4,4,,20 +gordosi01,1949,1,NY1,NL,141,489,87,139,26,2,26,90,1,,95,37,,3,1,,24 +grahaja01,1949,1,SLA,AL,137,500,71,119,22,1,24,79,0,1,61,62,,4,8,,12 +grayte01,1949,1,DET,AL,36,63,5,8,0,0,0,0,0,0,6,27,,0,3,,0 +greggha01,1949,1,PIT,NL,8,5,0,0,0,0,0,0,0,,1,1,,0,2,,0 +grissma01,1949,1,DET,AL,27,9,2,2,0,0,0,0,0,0,1,3,,1,0,,0 +gromest01,1949,1,CLE,AL,27,24,2,4,1,0,0,1,0,0,2,5,,0,2,,0 +grother02,1949,1,CHA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grothjo01,1949,1,DET,AL,103,348,60,102,19,5,11,73,3,7,65,27,,2,3,,15 +groveor01,1949,1,CHA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guerrmi01,1949,1,PHA,AL,98,298,41,79,14,1,3,31,3,0,37,26,,0,9,,11 +gumbeha01,1949,1,CIN,NL,29,2,0,0,0,0,0,0,0,,0,1,,0,0,,0 +gumbeha01,1949,2,PIT,NL,16,4,1,1,0,0,0,0,0,,0,2,,0,0,,0 +gumpera01,1949,1,CHA,AL,34,84,7,16,1,0,0,6,0,0,3,16,,0,6,,3 +gustifr01,1949,1,CHN,NL,76,261,29,59,13,4,4,27,3,,18,22,,1,5,,9 +haasbe01,1949,1,PHI,NL,2,1,0,0,0,0,0,0,0,,1,1,,0,0,,0 +haasbe01,1949,2,NY1,NL,54,104,12,27,2,3,1,10,0,,5,8,,0,1,,2 +hackewa02,1949,1,CHN,NL,32,38,1,7,0,0,0,1,0,,0,2,,0,0,,1 +haefnmi01,1949,1,WS1,AL,20,25,1,5,2,0,0,1,0,0,3,3,,0,3,,0 +haefnmi01,1949,2,CHA,AL,14,23,0,6,0,0,0,0,0,0,4,7,,0,6,,0 +hallbo02,1949,1,BSN,NL,31,22,1,8,1,0,0,2,0,,0,7,,0,0,,0 +hamnegr01,1949,1,PHI,NL,154,662,83,174,32,5,6,53,6,,25,47,,0,13,,20 +hamnera01,1949,1,CHN,NL,6,2,0,0,0,0,0,0,0,,0,1,,0,1,,0 +hancofr01,1949,1,CHA,AL,39,52,7,7,2,1,0,9,0,1,8,9,,1,0,,2 +hansean01,1949,1,NY1,NL,33,12,1,0,0,0,0,0,0,,3,9,,0,1,,0 +harribu02,1949,1,PHA,AL,37,24,0,3,0,0,0,1,0,0,0,5,,0,3,,0 +harrimi01,1949,1,BOS,AL,7,12,1,1,0,0,0,0,0,0,1,3,,0,2,,1 +harrimi01,1949,2,WS1,AL,23,39,1,8,0,0,0,3,0,0,8,7,,0,2,,1 +hartucl01,1949,1,NY1,NL,38,63,7,12,0,0,4,7,0,,4,21,,0,0,,0 +hattejo01,1949,1,BRO,NL,39,67,4,12,1,0,0,4,0,,1,21,,1,3,,1 +hattogr01,1949,1,CIN,NL,137,537,71,141,38,5,11,69,4,,62,48,,3,3,,8 +hausmcl01,1949,1,PHA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hausmge01,1949,1,NY1,NL,16,47,5,6,0,1,0,3,0,,7,6,,0,2,,0 +haynejo01,1949,1,WS1,AL,37,25,1,6,0,0,0,4,0,0,3,4,,0,0,,1 +hearnji01,1949,1,SLN,NL,17,10,1,1,0,0,0,1,0,,1,3,,0,0,,0 +heathje01,1949,1,BSN,NL,36,111,17,34,7,0,9,23,0,,15,26,,0,0,,2 +heganji01,1949,1,CLE,AL,152,468,54,105,19,5,8,55,1,0,49,89,,0,12,,12 +heintke01,1949,1,PHI,NL,33,83,3,13,1,0,0,6,0,,6,25,,0,5,,2 +hemusso01,1949,1,SLN,NL,20,33,8,11,1,0,0,2,0,,7,3,,0,0,,1 +henrito01,1949,1,NYA,AL,115,411,90,118,20,3,24,85,2,2,86,34,,5,0,,7 +hermage01,1949,1,BRO,NL,87,224,48,67,12,3,8,42,12,,47,21,,5,6,,6 +higbeki01,1949,1,PIT,NL,7,3,0,0,0,0,0,0,0,,0,0,,0,0,,0 +higbeki01,1949,2,NY1,NL,37,15,0,1,0,0,0,1,0,,3,4,,0,0,,0 +higdobi01,1949,1,CHA,AL,11,23,3,7,3,0,0,1,1,0,6,3,,0,0,,0 +hillefr01,1949,1,NYA,AL,4,2,0,1,0,0,0,0,0,0,0,0,,0,0,,0 +hitchbi01,1949,1,BOS,AL,55,147,22,30,6,1,0,9,2,3,17,11,,1,5,,7 +hittlll01,1949,1,WS1,AL,36,28,2,4,0,0,0,0,0,0,0,7,,0,2,,0 +hodgegi01,1949,1,BRO,NL,156,596,94,170,23,4,23,115,10,,66,64,,4,10,,13 +hofmabo01,1949,1,NY1,NL,19,48,4,10,0,0,0,3,0,,5,6,,1,1,,1 +hoguebo01,1949,1,BSN,NL,33,21,4,6,0,0,0,0,0,,1,4,,0,3,,0 +hollmst01,1949,1,PHI,NL,81,251,28,64,11,6,2,26,1,,20,43,,2,2,,8 +holmeto01,1949,1,BSN,NL,117,380,47,101,20,4,8,59,1,,39,6,,2,4,,10 +hoodwa02,1949,1,NYA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hoppjo01,1949,1,PIT,NL,20,55,5,12,3,1,0,3,0,0,7,3,0,0,0,,1 +hoppjo01,1949,2,BRO,NL,8,14,0,0,0,0,0,0,0,,0,3,,0,0,,0 +hoppjo01,1949,3,PIT,NL,85,316,50,106,11,4,5,36,9,,30,26,,0,3,,6 +houkra01,1949,1,NYA,AL,5,7,0,4,0,0,0,1,0,0,0,1,,0,0,,0 +houttar01,1949,1,DET,AL,36,78,8,19,2,0,0,7,0,0,1,14,,0,2,,5 +howeldi01,1949,1,CIN,NL,9,9,0,1,1,0,0,2,0,,0,1,,0,0,,0 +howeldi02,1949,1,CIN,NL,64,172,17,42,6,1,2,18,0,,8,21,,2,1,,5 +howerbi01,1949,1,SLN,NL,9,13,1,4,1,0,0,1,0,,0,2,,0,0,,0 +hudsosi01,1949,1,WS1,AL,40,67,6,16,2,0,0,10,0,0,4,4,,0,5,,4 +hughste01,1949,1,BOS,AL,29,22,1,1,0,0,0,0,0,0,0,6,,0,4,,0 +hutchfr01,1949,1,DET,AL,38,73,12,18,2,1,0,7,1,0,8,5,,1,4,,4 +irvinmo01,1949,1,NY1,NL,36,76,7,17,3,2,0,7,0,,17,11,,0,0,,2 +jansela01,1949,1,NY1,NL,37,97,2,16,3,1,0,4,0,,4,18,,0,6,,1 +jeffcha01,1949,1,CHN,NL,108,363,43,89,18,6,2,26,12,,20,48,,1,4,,5 +johnsbi03,1949,1,NYA,AL,113,329,48,82,11,3,8,56,1,0,48,44,,2,4,,15 +johnsea01,1949,1,BOS,AL,19,11,1,0,0,0,0,0,0,0,1,7,,0,0,,0 +johnske01,1949,1,SLN,NL,21,8,3,2,1,0,0,2,0,,0,1,,0,0,,0 +jonesni01,1949,1,SLN,NL,110,380,51,114,20,2,8,62,1,,16,20,,1,5,,11 +jonessh01,1949,1,NY1,NL,42,66,2,8,0,1,0,1,0,,0,15,,0,6,,2 +joneswi01,1949,1,PHI,NL,149,532,71,130,35,1,19,77,3,,65,66,,1,6,,20 +joosted01,1949,1,PHA,AL,144,525,128,138,25,3,23,81,2,1,149,80,,4,4,,6 +jorgesp01,1949,1,BRO,NL,53,134,15,36,5,1,1,14,0,,23,13,,0,3,,1 +judniwa01,1949,1,PIT,NL,10,35,5,8,1,0,0,1,0,,1,2,,0,0,,0 +judsoho01,1949,1,CHA,AL,26,31,0,2,1,0,0,2,0,0,1,11,,0,3,,2 +kazaked01,1949,1,SLN,NL,92,326,43,99,15,3,6,42,0,,29,17,,1,8,,9 +kellech01,1949,1,NYA,AL,60,116,17,29,4,1,3,16,2,0,25,15,,2,1,,3 +kelleha03,1949,1,WS1,AL,3,3,1,1,0,0,0,0,0,0,0,0,,0,0,,0 +kellge01,1949,1,DET,AL,134,522,97,179,38,9,3,59,7,5,71,13,,3,16,,17 +kellnal01,1949,1,PHA,AL,38,92,7,20,1,0,0,10,0,0,7,15,,0,4,,2 +keltnke01,1949,1,CLE,AL,80,246,35,57,9,2,8,30,0,1,38,26,,0,8,,10 +kennebi02,1949,1,SLA,AL,48,40,3,6,0,0,0,1,0,0,3,12,,0,2,,3 +kennebo01,1949,1,CLE,AL,121,424,49,117,23,5,9,57,5,5,37,40,,0,8,,14 +kennemo01,1949,1,NY1,NL,39,83,6,12,1,0,1,8,0,,4,20,,0,5,,0 +kerrbu01,1949,1,NY1,NL,90,220,16,46,4,0,0,19,0,,21,23,,2,7,,1 +kindeel01,1949,1,BOS,AL,43,92,11,12,2,0,0,7,0,1,6,24,,0,9,,3 +kinerra01,1949,1,PIT,NL,152,549,116,170,19,5,54,127,6,,117,61,,1,0,,10 +kirbyji01,1949,1,CHN,NL,3,2,0,1,0,0,0,0,0,,0,0,,0,0,,0 +kleinlo01,1949,1,SLN,NL,58,114,25,25,6,0,2,12,0,,22,20,,2,4,,2 +kliemed01,1949,1,WS1,AL,2,1,0,1,0,0,0,0,0,0,0,0,,0,0,,0 +kliemed01,1949,2,CHA,AL,18,8,1,2,0,0,0,0,0,0,0,2,,0,2,,0 +kluszte01,1949,1,CIN,NL,136,531,63,164,26,2,8,68,3,,19,24,,0,0,,10 +kokosdi01,1949,1,SLA,AL,143,501,80,131,28,1,23,77,3,5,66,91,,3,2,,4 +kollodo01,1949,1,CHA,AL,4,4,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +kollodo01,1949,2,DET,AL,126,483,71,142,19,3,2,47,7,7,49,25,,2,4,,17 +konstji01,1949,1,PHI,NL,53,17,0,3,0,0,0,1,0,,0,4,,0,1,,1 +kosloda01,1949,1,NY1,NL,39,69,4,10,2,0,2,7,0,,5,27,,0,6,,1 +kozaral01,1949,1,WS1,AL,105,350,46,94,15,2,4,31,2,1,25,23,,2,1,,7 +krameja01,1949,1,BOS,AL,21,35,4,9,1,0,0,3,0,0,9,13,,0,2,,1 +kressch01,1949,1,CIN,NL,27,29,3,6,3,0,0,3,0,,3,5,,0,1,,1 +kressch01,1949,2,CHA,AL,97,353,45,98,17,6,1,44,6,7,39,44,,0,17,,7 +kretllo01,1949,1,DET,AL,25,26,0,0,0,0,0,1,0,0,1,16,,0,1,,0 +kriegku01,1949,1,SLN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +krsniro01,1949,1,CHA,AL,16,55,7,12,3,1,1,9,0,1,6,4,,0,0,,1 +kryhodi01,1949,1,NYA,AL,54,177,18,52,10,3,1,27,2,4,9,17,,2,0,,6 +kuczest01,1949,1,BSN,NL,1,1,0,1,1,0,0,0,0,,0,0,,0,0,,0 +kurowwh01,1949,1,SLN,NL,10,14,0,2,0,0,0,0,0,,1,0,,0,0,,1 +kushem01,1949,1,CHN,NL,26,9,2,3,1,0,0,1,0,,1,3,,0,0,,0 +kuzavbo01,1949,1,CHA,AL,29,56,1,2,0,0,0,1,0,0,3,19,,0,5,,1 +ladedo01,1949,1,CHN,NL,36,32,4,7,0,0,0,4,1,,5,7,,0,4,,0 +lafatjo01,1949,1,NY1,NL,64,140,18,33,2,2,3,16,1,,9,23,,0,2,,1 +lakeed01,1949,1,DET,AL,94,240,38,47,9,1,1,15,2,8,61,33,,0,6,,5 +lakemal01,1949,1,BSN,NL,3,6,0,1,0,0,0,0,0,,1,0,,0,0,,1 +lanedi01,1949,1,CHA,AL,12,42,4,5,0,0,0,4,0,1,5,3,,0,0,,1 +laniema01,1949,1,SLN,NL,15,27,1,2,0,0,0,1,0,,3,1,,0,4,,3 +lehnepa01,1949,1,SLA,AL,104,297,25,68,13,0,3,37,0,2,16,20,,1,8,,12 +lemonbo01,1949,1,CLE,AL,46,108,17,29,6,2,7,19,0,0,10,20,,0,5,,1 +leonadu02,1949,1,CHN,NL,33,59,4,12,1,0,0,5,0,,2,15,,0,2,,3 +lewisbu01,1949,1,WS1,AL,95,257,25,63,14,4,3,28,2,2,41,12,,3,3,,6 +lindejo01,1949,1,NYA,AL,78,211,33,51,10,0,6,27,3,0,35,27,,0,0,,9 +liponjo01,1949,1,DET,AL,127,439,57,110,14,6,3,59,2,4,75,24,,2,9,,16 +litwhda01,1949,1,CIN,NL,102,292,35,85,18,1,11,48,0,,44,42,,0,0,,4 +livelbu01,1949,1,CIN,NL,31,26,0,4,1,0,0,2,0,,3,2,,0,1,,0 +livinmi01,1949,1,NY1,NL,19,57,6,17,2,0,4,12,0,,2,8,,1,0,,2 +livinmi01,1949,2,BSN,NL,28,64,6,15,2,1,0,6,0,,3,5,,2,0,,0 +lockmwh01,1949,1,NY1,NL,151,617,97,186,32,7,11,65,12,,62,31,,3,3,,8 +lohrkja01,1949,1,NY1,NL,55,180,32,48,11,4,5,22,3,,16,12,,2,4,,5 +lollash01,1949,1,SLA,AL,109,284,28,74,9,1,8,49,0,1,32,22,,2,3,,8 +lombavi01,1949,1,PIT,NL,43,49,8,17,0,1,0,10,1,,4,4,,0,0,,0 +lopated01,1949,1,NYA,AL,31,76,9,20,8,0,1,4,0,0,7,8,,0,1,,4 +lopatst01,1949,1,PHI,NL,83,240,31,65,9,2,8,27,1,,21,44,,0,0,,7 +lowrepe01,1949,1,CHN,NL,38,111,18,30,5,0,2,10,3,,9,8,,0,2,,4 +lowrepe01,1949,2,CIN,NL,89,309,48,85,16,2,2,25,1,,37,11,,1,7,,12 +lunddo01,1949,1,DET,AL,2,2,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +maddecl01,1949,1,CHN,NL,10,9,1,3,0,0,1,2,0,,2,0,,0,0,,0 +majesha01,1949,1,PHA,AL,114,448,62,124,26,5,9,67,0,1,29,23,,4,6,,18 +mallobo01,1949,1,SLA,AL,5,3,0,0,0,0,0,0,0,0,0,2,,0,0,,0 +maloned01,1949,1,CHA,AL,55,170,17,46,7,2,1,16,2,1,29,19,,0,1,,4 +mapescl01,1949,1,NYA,AL,111,304,56,75,13,3,7,38,6,0,58,50,,1,6,,4 +marchph01,1949,1,PHA,AL,7,6,0,1,0,0,0,0,0,0,0,3,,0,0,,0 +marioma01,1949,1,SLN,NL,134,515,61,140,31,2,5,70,0,,37,42,,2,17,,17 +marshcu01,1949,1,NYA,AL,21,9,0,1,0,0,0,0,0,0,1,2,,0,1,,1 +marshfr01,1949,1,CLE,AL,1,0,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +marshwi01,1949,1,NY1,NL,141,499,81,153,19,3,12,70,4,,78,20,,1,3,,10 +martiba01,1949,1,BOS,AL,2,2,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +martifr02,1949,1,SLN,NL,21,20,2,6,0,0,0,2,0,,0,3,,0,1,,0 +martimo01,1949,1,BRO,NL,10,10,0,2,0,0,0,0,0,,0,0,,0,0,,0 +masiph01,1949,1,BSN,NL,37,105,13,22,2,0,0,6,1,,14,10,,0,1,,5 +masiph01,1949,2,PIT,NL,48,135,16,37,6,1,2,13,1,,17,16,,0,3,,5 +mastewa02,1949,1,WS1,AL,11,18,1,1,0,0,0,0,0,0,2,11,,0,1,,0 +mastewa02,1949,2,BOS,AL,18,17,4,2,0,0,0,0,0,0,3,7,,0,0,,0 +mauchge01,1949,1,CHN,NL,72,150,15,37,6,2,1,7,3,,21,15,,0,0,,7 +mavisbo01,1949,1,DET,AL,1,0,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +mayoja01,1949,1,PHI,NL,45,39,3,5,0,0,0,2,0,,4,5,,0,0,,1 +mccahbi01,1949,1,PHA,AL,7,5,0,1,0,0,0,0,0,0,0,2,,0,0,,0 +mccalwi01,1949,1,BOS,AL,5,3,1,2,0,0,0,0,0,0,0,0,,0,1,,0 +mccormi02,1949,1,BRO,NL,55,139,17,29,5,1,2,14,1,,14,12,,0,5,,4 +mcculcl01,1949,1,PIT,NL,91,241,30,57,9,3,4,21,1,,24,30,,4,2,,3 +mcdermi03,1949,1,BOS,AL,12,33,3,7,3,0,0,6,0,0,3,6,,0,0,,0 +mcglopa01,1949,1,BRO,NL,7,3,0,0,0,0,0,0,0,,0,1,,0,0,,0 +mclisca01,1949,1,CHN,NL,9,9,4,3,0,0,1,1,0,,0,3,,0,0,,0 +medliir01,1949,1,SLA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +meekssa01,1949,1,CIN,NL,16,36,10,11,2,0,2,6,1,,2,6,,0,0,,1 +melesa01,1949,1,BOS,AL,18,46,1,9,1,1,0,7,2,0,7,14,,0,2,,3 +melesa01,1949,2,WS1,AL,78,264,21,64,12,2,3,25,2,1,17,34,,0,0,,10 +merrill01,1949,1,CIN,NL,103,287,35,66,12,5,4,26,2,,21,36,,1,1,,5 +metkoca01,1949,1,CHA,AL,93,338,50,80,9,4,5,45,5,4,41,24,,1,1,,18 +meyerru01,1949,1,PHI,NL,37,70,3,10,2,1,0,4,0,,2,19,,0,6,,1 +michaca01,1949,1,CHA,AL,154,561,73,173,27,9,6,83,5,7,101,50,,3,7,,20 +miksied01,1949,1,BRO,NL,50,113,17,25,5,0,1,6,3,,7,8,,0,7,,4 +millebo02,1949,1,PHI,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +milleed03,1949,1,PHI,NL,85,266,21,55,10,1,6,29,1,,29,21,,4,3,,6 +milnepe01,1949,1,NY1,NL,31,29,5,7,1,0,1,6,0,,3,6,,0,0,,1 +minnepa01,1949,1,BRO,NL,27,14,3,3,0,0,0,2,0,,0,5,,0,0,,0 +minosmi01,1949,1,CLE,AL,9,16,2,3,0,0,1,1,0,1,2,2,,2,0,,2 +mitchda01,1949,1,CLE,AL,149,640,81,203,16,23,3,56,10,3,43,11,,0,2,,8 +mizejo01,1949,1,NY1,NL,106,388,59,102,15,0,18,62,1,,50,19,,3,1,,5 +mizejo01,1949,2,NYA,AL,13,23,4,6,1,0,1,2,0,0,4,2,,1,0,,0 +molefe01,1949,1,NYA,AL,10,27,2,5,2,1,0,2,0,0,3,5,,0,0,,2 +moseswa01,1949,1,PHA,AL,110,308,49,85,19,3,1,25,1,3,51,19,,1,10,,3 +mossle01,1949,1,SLA,AL,97,278,28,81,11,0,10,39,0,1,49,32,,1,2,,10 +muelldo01,1949,1,NY1,NL,51,56,5,13,4,0,0,1,0,,5,6,,0,0,,7 +muellra01,1949,1,CIN,NL,32,106,7,29,4,0,1,13,1,,5,13,,2,4,,1 +muellra01,1949,2,NY1,NL,56,170,17,38,2,2,5,23,1,,13,14,,0,3,,8 +mullipa01,1949,1,DET,AL,104,310,55,83,8,6,12,59,1,2,42,29,,1,4,,5 +muncrbo01,1949,1,PIT,NL,13,7,0,1,0,0,0,0,0,,0,1,,0,3,,0 +muncrbo01,1949,2,CHN,NL,34,14,1,4,0,1,0,1,0,,1,6,,0,1,,0 +mungere01,1949,1,SLN,NL,35,66,6,17,2,0,1,10,0,,4,16,,0,5,,3 +murtada01,1949,1,PIT,NL,75,236,16,48,7,2,2,24,2,,29,17,,0,3,,2 +musiast01,1949,1,SLN,NL,157,612,128,207,41,13,36,123,3,,107,38,,2,0,,12 +napleal01,1949,1,SLA,AL,2,7,0,1,1,0,0,0,0,0,0,1,,0,0,,0 +nelsoro01,1949,1,SLN,NL,82,244,28,54,8,4,4,32,1,,11,12,,1,4,,5 +newcodo01,1949,1,BRO,NL,39,96,8,22,4,0,0,10,0,,5,16,,0,1,,4 +newhoha01,1949,1,DET,AL,38,91,8,18,3,0,0,6,0,2,12,19,,0,14,,3 +niarhgu01,1949,1,NYA,AL,32,43,7,12,2,1,0,6,0,0,13,8,,1,0,,1 +nichobi01,1949,1,PHI,NL,98,299,42,70,8,3,11,40,1,,45,53,,5,1,,1 +nielsmi01,1949,1,CLE,AL,3,9,1,1,0,0,0,0,0,0,2,4,,0,0,,0 +northro01,1949,1,SLN,NL,90,265,28,69,18,2,7,50,0,,31,15,,0,1,,9 +novotru01,1949,1,CHN,NL,22,67,4,18,2,1,0,6,0,,3,11,,0,0,,3 +obrieto03,1949,1,BOS,AL,49,125,24,28,5,0,3,10,1,0,21,12,,0,3,,4 +olmolu01,1949,1,BRO,NL,38,105,15,32,4,1,1,14,2,,5,11,,0,1,,6 +ortizro01,1949,1,WS1,AL,40,129,12,36,3,0,1,11,0,0,9,12,,0,0,,4 +ostrojo01,1949,1,CHA,AL,49,158,19,42,9,4,5,31,4,3,15,41,,1,1,,4 +ostrojo02,1949,1,SLA,AL,40,37,3,7,2,0,0,3,0,0,11,9,,0,0,,0 +outlaji01,1949,1,DET,AL,5,4,1,1,0,0,0,0,0,0,0,1,,0,0,,1 +overmst01,1949,1,DET,AL,14,3,0,1,0,0,0,0,0,0,0,2,,0,0,,0 +owenmi01,1949,1,CHN,NL,62,198,15,54,9,3,2,18,1,,12,13,,1,3,,2 +packfr01,1949,1,SLA,AL,1,1,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +pafkoan01,1949,1,CHN,NL,144,519,79,146,29,2,18,69,4,,63,33,,9,1,,17 +pagejo01,1949,1,NYA,AL,60,40,2,7,0,0,0,5,0,0,1,14,,0,0,,1 +paigesa01,1949,1,CLE,AL,31,16,0,1,0,0,0,0,0,0,2,4,,0,0,,2 +palicer01,1949,1,BRO,NL,49,19,2,3,1,0,0,2,0,,2,6,,0,4,,1 +papaial01,1949,1,SLA,AL,42,38,6,3,0,0,0,1,0,0,6,20,,0,1,,0 +papisfr01,1949,1,CLE,AL,25,8,1,1,0,0,0,0,0,0,2,1,,0,3,,0 +parneme01,1949,1,BOS,AL,39,114,9,29,3,0,0,13,0,0,3,10,,0,10,,4 +pearcji01,1949,1,WS1,AL,2,2,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +peckha01,1949,1,CLE,AL,33,29,1,9,1,0,0,9,0,0,3,3,,0,0,,0 +pellaed01,1949,1,SLA,AL,79,235,26,56,8,1,2,15,2,1,14,24,,1,7,,6 +perkoha01,1949,1,CIN,NL,5,9,0,3,0,0,0,0,0,,0,3,,0,0,,0 +peskyjo01,1949,1,BOS,AL,148,604,111,185,27,7,2,69,8,4,100,19,,4,5,,12 +peterke01,1949,1,CIN,NL,30,18,1,1,0,0,0,1,0,,0,8,,0,2,,1 +phillda01,1949,1,CHA,AL,146,598,84,171,20,8,0,44,13,4,54,51,,2,6,,12 +phillja02,1949,1,NYA,AL,45,91,16,28,4,1,1,10,1,0,12,9,,0,2,,3 +phillja02,1949,2,PIT,NL,18,56,6,13,3,1,0,3,1,,4,6,,0,0,,1 +piercbi02,1949,1,CHA,AL,39,51,7,9,0,0,0,2,0,0,5,15,,0,6,,2 +pierema01,1949,1,CHA,AL,48,38,6,9,1,0,0,3,0,0,0,7,,1,1,,0 +pilledu01,1949,1,NYA,AL,12,11,0,0,0,0,0,0,0,0,2,2,,0,2,,0 +plattwh01,1949,1,SLA,AL,102,244,29,63,8,2,3,29,0,1,24,27,,0,1,,8 +poatra01,1949,1,NY1,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +poatra01,1949,2,PIT,NL,11,10,0,1,0,0,0,0,0,,0,3,,0,0,,0 +podbibu01,1949,1,BRO,NL,7,3,0,0,0,0,0,0,0,,0,2,,0,0,,0 +polleho01,1949,1,SLN,NL,39,82,10,16,1,0,0,6,0,,8,18,,0,3,,2 +portebo01,1949,1,NYA,AL,12,19,0,1,1,0,0,0,0,0,1,3,,0,0,,1 +postwa01,1949,1,CIN,NL,6,8,1,2,0,0,0,1,0,,0,3,,0,0,,1 +pottene01,1949,1,BSN,NL,41,23,0,3,1,0,0,0,0,,2,7,,0,0,,1 +pramejo01,1949,1,CIN,NL,17,25,2,6,1,0,1,2,0,,3,5,,0,0,,0 +priddje01,1949,1,SLA,AL,145,544,83,158,26,4,11,63,5,3,80,81,,1,9,,17 +quinnfr02,1949,1,BOS,AL,8,6,0,1,0,0,0,0,0,0,0,3,,0,0,,0 +racklma01,1949,1,BRO,NL,9,9,2,4,1,0,0,1,0,0,1,0,0,0,1,,0 +racklma01,1949,2,PIT,NL,11,35,5,11,2,0,0,2,1,,2,3,,0,0,,0 +racklma01,1949,3,BRO,NL,54,141,23,41,4,1,1,14,1,,13,8,,0,1,,2 +raffeke01,1949,1,CIN,NL,41,90,7,16,4,0,1,3,0,,2,31,,1,12,,1 +ramazbo01,1949,1,BRO,NL,5,13,1,2,0,0,1,3,0,,0,3,,0,0,,0 +ramazbo01,1949,2,CHN,NL,65,190,14,34,3,1,0,6,9,,5,33,,0,6,,10 +raneyri01,1949,1,SLA,AL,3,6,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +rappea01,1949,1,DET,AL,1,0,0,0,0,0,0,0,0,0,1,0,,0,0,,0 +rappea01,1949,2,CHA,AL,19,54,3,14,1,1,0,11,1,1,5,6,,0,0,,1 +raschvi01,1949,1,NYA,AL,38,83,7,13,1,1,0,6,0,0,13,19,,0,11,,1 +reedebi01,1949,1,SLN,NL,21,3,0,0,0,0,0,0,0,,0,1,,0,0,,0 +reesepe01,1949,1,BRO,NL,155,617,132,172,27,3,16,73,26,,116,59,,4,6,,5 +reichhe01,1949,1,WS1,AL,2,2,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +reichhe01,1949,2,CLE,AL,1,2,0,1,0,0,0,0,0,0,1,0,,0,0,,0 +reichhe01,1949,3,CHN,NL,108,386,43,108,18,2,3,34,4,,13,32,,1,7,,9 +reisepe01,1949,1,BSN,NL,84,221,32,60,8,3,8,40,3,,33,42,,1,3,,4 +restedi01,1949,1,PIT,NL,72,232,41,58,11,0,12,40,3,,35,26,,4,3,,8 +reynoal01,1949,1,NYA,AL,37,78,8,17,3,2,0,10,0,0,13,15,,0,2,,3 +rhawnbo01,1949,1,NY1,NL,14,29,8,5,0,0,0,2,1,,7,2,,0,1,,0 +rhawnbo01,1949,2,PIT,NL,3,7,0,1,0,0,0,0,0,,0,0,,0,1,,1 +rhawnbo01,1949,3,CHA,AL,24,73,12,15,4,1,0,5,0,1,12,8,,0,1,,1 +ricede01,1949,1,SLN,NL,92,284,25,67,16,1,4,29,0,,30,40,,5,6,,6 +riceha02,1949,1,SLN,NL,40,46,3,9,2,1,1,9,0,,3,7,,0,0,,0 +rickema01,1949,1,BSN,NL,100,277,44,81,18,3,6,49,1,,23,38,,0,1,,7 +riddlel01,1949,1,PIT,NL,16,22,0,3,0,0,0,2,0,,1,10,,0,1,,1 +riebeha01,1949,1,DET,AL,17,33,1,6,2,0,0,2,1,0,0,5,,0,0,,2 +rignebi01,1949,1,NY1,NL,122,389,53,108,19,6,6,47,3,,47,38,,0,5,,10 +rizzuph01,1949,1,NYA,AL,153,614,110,169,22,7,5,65,18,6,72,34,,1,25,,18 +roberro01,1949,1,PHI,NL,43,67,2,5,1,0,0,4,0,,7,18,,0,5,,2 +robersh01,1949,1,WS1,AL,110,374,59,94,17,3,11,42,10,3,42,35,,1,3,,6 +robinaa01,1949,1,DET,AL,110,331,38,89,12,0,13,56,0,2,73,21,,1,6,,13 +robined01,1949,1,WS1,AL,143,527,66,155,27,3,18,78,3,4,67,30,,7,2,,17 +robinja02,1949,1,BRO,NL,156,593,122,203,38,12,16,124,37,,86,27,,8,17,,22 +robinja03,1949,1,BOS,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +roepr01,1949,1,BRO,NL,30,70,5,8,0,0,0,7,0,,7,28,,0,7,,0 +rogovsa01,1949,1,DET,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rojekst01,1949,1,PIT,NL,144,557,72,136,19,2,0,31,4,,50,31,,2,16,,10 +rosarbu01,1949,1,PHA,AL,32,95,7,19,2,0,0,6,0,0,16,5,,0,3,,3 +rosenal01,1949,1,CLE,AL,23,44,3,7,2,0,0,5,0,1,7,4,,0,0,,1 +rowesc01,1949,1,PHI,NL,23,17,1,4,1,0,1,1,0,,2,4,,0,0,,0 +ruferru01,1949,1,NY1,NL,7,15,1,1,0,0,0,2,0,,2,0,,0,0,,0 +rushbo01,1949,1,CHN,NL,35,63,4,2,0,0,0,2,0,,1,19,,0,5,,1 +russeji01,1949,1,BSN,NL,130,415,57,96,22,1,8,54,3,,64,68,,2,5,,9 +ryanco01,1949,1,BSN,NL,85,208,28,52,13,1,6,20,1,,21,30,,0,4,,4 +saffeto01,1949,1,PIT,NL,73,205,36,66,7,1,2,25,5,,21,27,,0,7,,3 +sainjo01,1949,1,BSN,NL,39,97,10,20,3,0,0,3,0,,2,2,,0,3,,2 +salkebi01,1949,1,BSN,NL,66,161,17,41,5,0,5,25,1,,44,24,,1,3,,5 +sandera01,1949,1,BSN,NL,9,21,0,3,1,0,0,0,0,,4,9,,0,0,,0 +sanfofr01,1949,1,NYA,AL,29,34,1,4,0,0,0,1,0,0,1,9,,0,2,,0 +saniced01,1949,1,PHI,NL,7,13,4,3,0,0,3,7,0,,1,4,,0,1,,0 +sauered01,1949,1,SLN,NL,24,45,5,10,2,1,0,1,0,,3,8,,0,1,,1 +sauered01,1949,2,BSN,NL,79,214,26,57,12,0,3,31,0,,17,34,,1,2,,5 +sauerha01,1949,1,CIN,NL,42,152,22,36,6,0,4,16,0,,18,19,,0,0,,8 +sauerha01,1949,2,CHN,NL,96,357,59,104,17,1,27,83,0,,37,47,,3,1,,5 +savagbo01,1949,1,SLA,AL,4,1,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +scalaje01,1949,1,CHA,AL,37,120,17,30,7,1,1,13,3,3,17,19,,1,1,,0 +scarbra01,1949,1,WS1,AL,34,67,4,13,2,0,0,4,0,0,4,15,,0,7,,0 +schefbo01,1949,1,CHN,NL,55,149,12,40,6,1,3,19,0,,9,9,,1,3,,7 +scheica01,1949,1,PHA,AL,47,72,9,17,2,0,0,10,0,0,8,10,,0,2,,2 +schenha01,1949,1,CHN,NL,7,14,2,6,0,0,0,1,2,,1,0,,0,0,,0 +schmijo01,1949,1,CHN,NL,36,70,4,10,2,1,0,4,0,,4,10,,0,3,,1 +schoere01,1949,1,SLN,NL,151,640,102,190,25,2,3,54,8,,51,18,,2,9,,10 +seerepa01,1949,1,CHA,AL,4,4,1,0,0,0,0,0,0,0,3,1,,0,0,,0 +seminan01,1949,1,PHI,NL,109,334,52,81,11,2,24,68,0,,69,74,,5,3,,10 +serenbi01,1949,1,CHN,NL,12,37,3,8,3,0,1,7,0,,7,9,,0,0,,1 +sewelri01,1949,1,PIT,NL,28,16,1,1,0,0,0,0,0,,3,4,,1,2,,0 +shantbo01,1949,1,PHA,AL,33,37,2,7,0,0,0,2,0,0,5,6,,1,3,,0 +sheasp01,1949,1,NYA,AL,20,12,1,3,0,0,0,4,0,0,2,2,,0,0,,0 +shorera01,1949,1,SLA,AL,13,5,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +shouncl01,1949,1,BSN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shouncl01,1949,2,CHA,AL,16,5,1,1,0,0,0,1,0,0,1,0,,0,0,,0 +shubage01,1949,1,BRO,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,,0 +sievero01,1949,1,SLA,AL,140,471,84,144,28,1,16,91,1,5,70,75,,2,2,,15 +silvech01,1949,1,NYA,AL,58,130,8,41,2,0,0,13,2,1,18,5,,1,0,,5 +silveke01,1949,1,PHI,NL,4,4,1,0,0,0,0,0,0,,2,1,,0,0,,0 +simmocu01,1949,1,PHI,NL,39,41,1,7,1,0,0,1,0,,1,7,,0,0,,0 +simmojo02,1949,1,WS1,AL,62,93,12,20,0,0,0,5,0,0,11,6,,0,3,,4 +sisledi01,1949,1,PHI,NL,121,412,42,119,19,6,7,50,0,,25,38,,2,7,,5 +sistisi01,1949,1,BSN,NL,101,268,39,69,12,0,5,22,1,,34,42,,1,8,,9 +slaugen01,1949,1,SLN,NL,151,568,92,191,34,13,13,96,3,,79,37,,1,6,,7 +sloatle01,1949,1,CHN,NL,5,0,0,0,0,0,0,0,0,,0,0,,0,1,,0 +smallro01,1949,1,CHN,NL,135,477,57,117,21,10,8,35,2,,36,77,,4,2,,12 +snidedu01,1949,1,BRO,NL,146,552,100,161,28,7,23,92,12,,56,92,,4,3,,8 +souchst01,1949,1,CHA,AL,84,252,29,59,13,5,7,37,5,2,25,38,,0,0,,5 +spahnwa01,1949,1,BSN,NL,40,111,11,18,0,0,2,10,1,,4,27,,0,5,,1 +spencst01,1949,1,BOS,AL,7,20,3,3,1,0,0,1,0,0,6,1,,0,0,,0 +spencst01,1949,2,SLA,AL,104,314,46,77,13,3,13,45,1,1,52,36,,2,8,,10 +stalege01,1949,1,SLN,NL,45,41,5,5,0,0,0,0,0,,7,12,,0,6,,2 +stallvi01,1949,1,CIN,NL,141,575,49,146,28,5,3,45,1,,9,44,,2,3,,11 +stanked01,1949,1,BSN,NL,138,506,90,144,24,5,1,42,3,,113,41,,2,7,,8 +starrdi01,1949,1,SLA,AL,30,23,3,2,0,0,0,0,0,0,4,7,,0,0,,0 +stephve01,1949,1,BOS,AL,155,610,113,177,31,2,39,159,2,2,101,73,,0,0,,19 +steveed01,1949,1,PIT,NL,67,221,22,58,10,1,4,32,1,,22,24,,1,3,,2 +stewabu01,1949,1,WS1,AL,118,388,58,110,23,4,8,43,6,4,49,33,,3,7,,4 +stirnsn01,1949,1,NYA,AL,70,157,29,41,8,2,0,11,3,2,29,20,,1,3,,2 +stobbch01,1949,1,BOS,AL,26,53,8,11,2,0,0,5,0,0,3,9,,0,6,,2 +strinlo01,1949,1,BOS,AL,35,41,10,11,4,0,1,6,0,0,5,10,,0,0,,1 +stuarma01,1949,1,DET,AL,15,6,2,2,0,0,0,1,0,0,1,1,,0,0,,0 +suderpe01,1949,1,PHA,AL,118,445,44,119,24,6,10,75,0,1,23,35,,2,7,,20 +sullijo06,1949,1,SLA,AL,105,243,29,55,8,3,0,18,5,2,38,35,,0,5,,7 +surkoma01,1949,1,CHA,AL,44,22,1,1,0,0,0,2,0,0,4,12,,0,0,,0 +suthedi01,1949,1,WS1,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +swiftbo01,1949,1,DET,AL,74,189,16,45,6,0,2,18,0,0,26,20,,0,0,,2 +tebbebi01,1949,1,BOS,AL,122,403,42,109,14,0,5,48,8,1,62,22,,1,6,,14 +terwiwa01,1949,1,CHN,NL,36,112,11,25,2,1,2,10,0,,16,22,,1,1,,1 +thompdo01,1949,1,BSN,NL,7,11,0,2,0,0,0,0,0,,0,2,,0,0,,0 +thompfo01,1949,1,WS1,AL,10,5,2,3,1,0,0,0,0,0,2,0,,0,0,,0 +thompha02,1949,1,NY1,NL,75,275,51,77,10,4,9,34,5,,42,30,,1,2,,1 +thompjo01,1949,1,PHI,NL,9,11,2,2,0,0,0,0,0,,0,4,,0,0,,0 +thomsbo01,1949,1,NY1,NL,156,641,99,198,35,9,27,109,10,,44,45,,2,2,,15 +tiptojo01,1949,1,CHA,AL,67,191,20,39,5,3,3,19,1,1,27,17,,1,0,,5 +tomasan01,1949,1,NY1,NL,2,1,0,0,0,0,0,0,0,,0,1,,0,0,,0 +torgeea01,1949,1,BSN,NL,25,100,17,26,5,1,4,19,4,,13,4,,0,0,,3 +treshmi01,1949,1,CLE,AL,38,37,4,8,0,0,0,1,0,0,5,7,,0,1,,0 +trinkke01,1949,1,PHI,NL,42,6,1,0,0,0,0,0,0,,1,1,,0,0,,0 +troutdi01,1949,1,DET,AL,33,14,2,2,0,0,1,4,0,0,0,2,,0,0,,0 +truckvi01,1949,1,DET,AL,41,100,6,12,2,0,0,3,0,0,1,15,,1,5,,4 +tucketh01,1949,1,CLE,AL,80,197,28,48,5,2,0,14,4,2,18,19,,0,2,,3 +valoel01,1949,1,PHA,AL,150,547,86,155,27,12,5,85,14,11,119,32,,2,12,,11 +vancujo01,1949,1,BRO,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vandejo01,1949,1,CIN,NL,33,52,5,4,0,0,0,5,0,,6,17,,0,8,,0 +verbaem01,1949,1,CHN,NL,98,343,38,99,11,1,0,22,3,,8,2,,2,10,,5 +vernomi01,1949,1,CLE,AL,153,584,72,170,27,4,18,83,9,7,58,51,,2,15,,8 +vicoge01,1949,1,DET,AL,67,142,15,27,5,2,4,18,0,0,21,17,,4,4,,4 +voisebi01,1949,1,BSN,NL,30,61,1,7,2,0,0,5,0,,4,7,,0,0,,0 +vollmcl01,1949,1,WS1,AL,129,443,58,112,17,1,14,59,1,2,53,62,,2,1,,13 +wagneha01,1949,1,PHI,NL,1,4,0,0,0,0,0,0,0,,0,1,,0,0,,0 +waitked01,1949,1,PHI,NL,54,209,41,64,16,3,1,28,3,,33,12,,1,3,,3 +wakefdi01,1949,1,DET,AL,59,126,17,26,3,1,6,19,0,0,32,24,,0,1,,4 +walkedi02,1949,1,PIT,NL,88,181,26,51,4,1,1,18,0,,26,11,,0,4,,4 +walkeha01,1949,1,CHN,NL,42,159,20,42,6,3,1,14,2,,11,6,,0,2,,2 +walkeha01,1949,2,CIN,NL,86,314,53,100,15,2,1,23,4,,34,17,,0,5,,6 +walkeru01,1949,1,CHN,NL,56,172,11,42,4,1,3,22,0,,9,18,,0,0,,4 +walshju01,1949,1,PIT,NL,9,12,0,0,0,0,0,0,0,,1,9,,0,0,,0 +webbre01,1949,1,NY1,NL,20,10,3,4,0,1,0,2,0,,0,1,,0,0,,2 +wehmehe01,1949,1,CIN,NL,36,78,9,20,1,0,0,4,0,,1,17,,1,5,,0 +weigera01,1949,1,WS1,AL,34,60,4,14,2,0,0,4,0,1,8,6,,0,0,,3 +weikdi01,1949,1,WS1,AL,28,28,3,5,0,0,0,2,0,0,1,8,,0,2,,1 +weltedi01,1949,1,WS1,AL,52,17,1,1,1,0,0,0,0,0,3,5,,0,1,,0 +werlebi01,1949,1,PIT,NL,35,77,3,9,1,0,0,2,0,,5,11,,0,2,,1 +wertzvi01,1949,1,DET,AL,155,608,96,185,26,6,20,133,2,3,80,61,,0,7,,19 +westlwa01,1949,1,PIT,NL,147,525,77,148,24,8,23,104,6,,45,69,,6,1,,15 +westrwe01,1949,1,NY1,NL,64,169,23,41,4,1,7,28,1,,37,39,,2,1,,5 +wheeldo01,1949,1,CHA,AL,67,192,17,46,9,2,1,22,2,0,27,19,,0,1,,5 +whitedo02,1949,1,PHA,AL,57,169,12,36,6,0,0,10,2,0,14,12,,0,4,,4 +whiteha01,1949,1,DET,AL,10,3,0,1,0,0,0,0,0,0,0,2,,0,0,,0 +whitmdi01,1949,1,BRO,NL,23,49,8,9,2,0,0,2,0,,4,4,,0,0,,2 +wightbi01,1949,1,CHA,AL,35,85,7,14,3,0,0,6,0,1,6,27,,0,9,,1 +wilbede01,1949,1,SLN,NL,2,4,0,1,0,0,0,0,0,,0,0,,0,0,,0 +wilkste01,1949,1,SLN,NL,59,27,0,1,0,0,0,1,0,,1,15,,0,1,,0 +willida03,1949,1,NY1,NL,13,50,7,12,1,1,1,5,0,,7,4,,0,1,,0 +willite01,1949,1,BOS,AL,155,566,150,194,39,3,43,159,1,1,162,48,,2,0,,22 +wilsoji02,1949,1,PHA,AL,2,3,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +winegra01,1949,1,SLA,AL,9,5,2,2,0,0,1,2,0,0,1,2,,0,0,,0 +witekmi01,1949,1,NYA,AL,1,1,0,1,0,0,0,0,0,0,0,0,,0,0,,0 +wittijo01,1949,1,BOS,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +woodke01,1949,1,SLA,AL,7,6,0,0,0,0,0,0,0,0,1,2,,0,0,,0 +woodlge01,1949,1,NYA,AL,112,296,60,80,13,7,5,44,2,2,52,21,,1,7,,6 +wrighta01,1949,1,PHA,AL,59,149,14,35,2,5,2,25,0,0,16,6,,3,4,,8 +wrighto01,1949,1,BOS,AL,5,4,1,1,1,0,0,1,0,0,1,1,,0,0,,0 +wynnea01,1949,1,CLE,AL,35,70,3,10,1,0,1,7,0,0,4,10,,0,2,,4 +wyrosjo01,1949,1,CIN,NL,134,474,54,118,20,4,9,46,7,,58,63,,2,0,,7 +yankoge01,1949,1,CHA,AL,12,18,0,3,1,0,0,2,0,0,0,2,,0,0,,2 +yochira01,1949,1,SLN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +yosted01,1949,1,WS1,AL,124,435,57,110,19,7,9,45,3,3,91,41,,1,4,,11 +yvarssa01,1949,1,NY1,NL,3,8,0,0,0,0,0,0,0,,1,1,,0,0,,0 +zabalad01,1949,1,NY1,NL,15,13,3,1,0,0,0,1,0,,1,2,,0,0,,0 +zarilal01,1949,1,SLA,AL,15,56,10,14,1,0,1,6,1,1,8,2,,1,1,,1 +zarilal01,1949,2,BOS,AL,124,474,68,133,32,4,9,71,4,4,48,51,,4,1,,14 +zernigu01,1949,1,CHA,AL,73,198,29,63,17,2,5,38,0,1,15,26,,0,0,,2 +zoldasa01,1949,1,CLE,AL,27,8,1,3,0,0,0,0,0,0,0,2,,0,0,,0 +aberal01,1950,1,CLE,AL,1,2,0,0,0,0,0,0,0,0,1,1,,0,0,,0 +abramca01,1950,1,BRO,NL,38,44,5,9,1,0,0,4,0,,9,13,,0,1,,0 +adamsbo03,1950,1,CIN,NL,115,348,57,98,21,8,3,25,7,,43,29,,0,3,,2 +adamshe01,1950,1,CHA,AL,34,118,12,24,2,3,0,2,3,0,12,7,,2,1,,2 +adcocjo01,1950,1,CIN,NL,102,372,46,109,16,1,8,55,2,,24,24,,0,3,,12 +addisbo01,1950,1,BSN,NL,16,28,7,7,1,0,0,2,1,,3,5,,0,0,,0 +albreed01,1950,1,SLA,AL,2,1,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +alomalu01,1950,1,CHA,AL,42,15,0,1,0,0,0,1,0,0,0,6,,0,1,,1 +antonjo02,1950,1,BSN,NL,20,16,1,2,0,0,0,1,0,,0,3,,0,0,,1 +applilu01,1950,1,CHA,AL,50,128,11,30,3,4,0,13,2,0,12,8,,0,4,,7 +arftha01,1950,1,SLA,AL,98,280,45,75,16,4,1,32,3,2,46,48,,2,4,,3 +ashburi01,1950,1,PHI,NL,151,594,84,180,25,14,2,41,14,,63,32,,2,11,,11 +astrojo01,1950,1,PHA,AL,39,110,11,36,3,1,1,18,0,0,18,3,,0,0,,7 +atkinja01,1950,1,BOS,AL,1,2,0,0,0,0,0,0,0,0,0,2,,0,0,,0 +avilabo01,1950,1,CLE,AL,80,201,39,60,10,2,1,21,5,0,29,17,,1,8,,8 +avreaja01,1950,1,CIN,NL,2,2,0,0,0,0,0,0,0,,0,1,,0,0,,0 +bakerfl01,1950,1,CHA,AL,83,186,26,59,7,0,0,11,1,1,32,10,,0,5,,5 +bankhda01,1950,1,BRO,NL,41,39,2,9,1,0,0,1,0,,1,5,,1,0,,2 +bantaja01,1950,1,BRO,NL,16,12,1,2,0,0,0,2,0,,1,1,,0,0,,1 +barnere02,1950,1,BRO,NL,20,8,0,1,1,0,0,0,0,,1,2,,0,0,,1 +barrefr01,1950,1,PIT,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +battsma01,1950,1,BOS,AL,75,238,27,65,15,3,4,34,0,0,18,19,,1,1,,8 +bauerha01,1950,1,NYA,AL,113,415,72,133,16,2,13,70,2,3,35,41,,5,3,,7 +bauerru01,1950,1,SLA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +beardge01,1950,1,CLE,AL,14,13,2,2,1,1,0,0,0,0,2,2,,0,0,,0 +beardge01,1950,2,WS1,AL,14,22,1,5,1,0,0,0,0,0,3,2,,0,1,,2 +beardte01,1950,1,PIT,NL,61,177,32,41,6,2,4,12,3,,27,45,,0,5,,4 +belarwa01,1950,1,BRO,NL,10,10,0,0,0,0,0,0,0,,0,4,,0,0,,1 +bellgu01,1950,1,PIT,NL,111,422,62,119,22,11,8,53,4,,28,46,,4,2,,4 +bentoal01,1950,1,CLE,AL,36,12,1,1,0,0,0,0,0,0,2,9,,0,2,,0 +berarjo01,1950,1,CLE,AL,4,5,1,2,0,0,0,3,0,0,1,0,,0,0,,0 +berarjo01,1950,2,PIT,NL,40,131,12,27,3,1,1,12,0,,19,11,,0,2,,6 +berrayo01,1950,1,NYA,AL,151,597,116,192,30,6,28,124,4,2,55,12,,4,0,,11 +berryne01,1950,1,DET,AL,39,40,9,10,1,0,0,7,0,0,6,11,,0,1,,0 +bickfve01,1950,1,BSN,NL,40,116,9,16,0,0,0,6,0,,3,24,,0,9,,0 +bilkost01,1950,1,SLN,NL,10,33,1,6,1,0,0,2,0,,4,10,,0,0,,1 +blackew01,1950,1,CIN,NL,40,89,7,13,1,0,0,5,0,,5,9,,0,7,,1 +blatnjo01,1950,1,PHI,NL,4,4,0,1,0,0,0,0,0,,2,3,,0,0,,0 +blatnjo01,1950,2,SLN,NL,7,20,0,3,0,0,0,1,0,,3,2,,0,0,,1 +blaylma01,1950,1,NY1,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,,0 +bloodji01,1950,1,CIN,NL,4,14,1,3,1,0,0,1,0,,2,0,,0,0,,0 +bloodji01,1950,2,PHI,NL,54,96,6,22,2,0,0,13,0,,6,12,,0,2,,2 +bolgeji01,1950,1,CIN,NL,2,1,0,0,0,0,0,0,0,,0,0,,0,0,,0 +bollwdo01,1950,1,SLN,NL,4,11,1,2,0,0,0,1,0,,1,1,,0,0,,1 +boonera01,1950,1,CLE,AL,109,365,53,110,14,6,7,58,4,3,56,27,,2,2,,10 +borkobo01,1950,1,CHN,NL,85,256,27,70,7,4,4,29,1,,16,30,,1,2,,9 +borowha01,1950,1,PHI,NL,3,0,0,0,0,0,0,0,0,,0,0,,0,1,,0 +borowha01,1950,2,PIT,NL,11,6,1,1,0,0,0,0,0,,0,1,,0,2,,0 +borowha01,1950,3,DET,AL,13,7,1,1,0,0,0,1,0,0,0,1,,0,2,,1 +boudrlo01,1950,1,CLE,AL,81,260,23,70,13,2,1,29,1,2,31,5,,1,3,,9 +boyercl01,1950,1,SLN,NL,36,33,3,6,2,0,0,1,0,,2,8,,0,3,,2 +brancra01,1950,1,BRO,NL,43,34,3,4,0,0,2,7,0,,4,10,,0,7,,1 +brazlal01,1950,1,SLN,NL,47,61,6,13,0,0,0,5,0,,0,8,,0,0,,2 +brechha01,1950,1,SLN,NL,27,58,8,14,0,1,1,2,0,,5,6,,0,0,,2 +brisslo01,1950,1,PHA,AL,46,87,5,15,1,0,0,7,0,0,3,4,,0,1,,3 +brittja01,1950,1,PHI,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brownbo03,1950,1,NYA,AL,95,277,33,74,4,2,4,37,3,1,39,18,,1,3,,12 +brownto02,1950,1,BRO,NL,48,86,15,25,2,1,8,20,0,,11,9,,1,0,,4 +bruneja01,1950,1,CHA,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bruneja01,1950,2,SLA,AL,13,10,0,0,0,0,0,0,0,0,2,5,,0,0,,0 +buchajo01,1950,1,SLN,NL,22,36,1,5,1,0,0,1,0,,4,7,,0,0,,2 +burdele01,1950,1,NYA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +burripa01,1950,1,BSN,NL,10,23,1,4,1,0,0,3,0,,1,2,,0,1,,2 +burtsmo01,1950,1,PHA,AL,9,5,2,0,0,0,0,0,0,0,2,1,,0,0,,1 +busbyji01,1950,1,CHA,AL,18,48,5,10,0,0,0,4,0,2,1,5,,0,1,,1 +byerlbu01,1950,1,CIN,NL,4,3,0,0,0,0,0,0,0,,0,1,,0,0,,0 +byrdha01,1950,1,PHA,AL,6,2,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +byrneto01,1950,1,NYA,AL,34,81,14,22,3,1,2,16,1,0,4,15,,2,0,,0 +cabalpu01,1950,1,PHI,NL,46,24,12,4,0,0,0,0,1,,2,2,,0,0,,0 +cainbo01,1950,1,CHA,AL,35,61,7,12,2,0,0,2,0,0,3,15,,0,3,,0 +caldesa01,1950,1,NY1,NL,34,67,9,20,1,0,1,12,0,,2,5,,0,1,,2 +calvepa01,1950,1,DET,AL,32,7,2,0,0,0,0,1,0,0,1,0,,1,0,,1 +camparo01,1950,1,BRO,NL,126,437,70,123,19,3,31,89,1,,55,51,,2,0,,17 +campbpa01,1950,1,DET,AL,3,1,1,0,0,0,0,0,0,0,0,0,,0,0,,1 +candimi01,1950,1,PHI,NL,18,6,1,1,0,0,0,0,0,,0,1,,0,0,,0 +carrach01,1950,1,CHA,AL,141,524,72,148,21,5,4,46,0,2,66,46,,5,8,,16 +castipe01,1950,1,PIT,NL,94,263,29,67,10,3,3,22,1,,23,23,,1,7,,7 +cavarph01,1950,1,CHN,NL,82,256,49,70,11,1,10,31,1,,40,31,,2,2,,5 +chambcl01,1950,1,PIT,NL,37,90,10,26,1,1,2,9,0,,4,18,,0,2,,2 +chapmsa01,1950,1,PHA,AL,144,553,93,139,20,6,23,95,3,3,68,79,,4,2,,14 +chesnbo01,1950,1,PIT,NL,9,13,2,2,0,0,0,2,0,,1,1,,0,0,,0 +chipmbo01,1950,1,BSN,NL,27,39,2,6,0,0,0,1,0,,2,12,,0,1,,1 +chitiha01,1950,1,CHN,NL,3,6,0,2,0,0,0,0,0,,0,0,,0,0,,0 +churcbu01,1950,1,PHI,NL,39,44,4,8,2,0,0,1,0,,0,9,,1,3,,2 +clarkal01,1950,1,CLE,AL,59,163,19,35,6,1,6,21,0,1,11,10,,0,1,,12 +coangi01,1950,1,WS1,AL,104,366,58,111,17,4,7,50,10,5,28,46,,4,5,,1 +coleda01,1950,1,BSN,NL,4,1,0,0,0,0,0,0,0,,0,0,,0,0,,0 +colemje01,1950,1,NYA,AL,153,522,69,150,19,6,6,69,3,2,67,38,,3,10,,10 +colemjo04,1950,1,PHA,AL,15,17,2,1,0,0,1,1,0,0,2,5,,0,0,,1 +colemra01,1950,1,SLA,AL,117,384,54,104,25,6,8,55,7,5,32,37,,2,4,,13 +collijo01,1950,1,NYA,AL,108,205,47,48,8,3,8,28,5,0,31,34,,0,3,,4 +combsme01,1950,1,BOS,AL,1,0,0,0,0,0,0,0,0,0,1,0,,0,0,,0 +combsme01,1950,2,WS1,AL,37,102,19,25,1,0,0,6,0,0,22,16,,0,3,,3 +connebi01,1950,1,CHA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +connebi01,1950,2,DET,AL,2,1,0,0,0,0,0,0,0,0,1,0,,0,0,,0 +consusa01,1950,1,WS1,AL,24,40,6,7,1,0,0,4,0,0,2,11,,0,4,,0 +conyehe01,1950,1,CLE,AL,7,9,2,3,0,0,1,1,1,0,1,2,,0,0,,0 +coogada02,1950,1,PIT,NL,53,129,19,31,6,1,1,13,0,,17,24,,2,0,,4 +coopewa01,1950,1,CIN,NL,15,47,3,9,3,0,0,4,0,,0,5,,0,0,,1 +coopewa01,1950,2,BSN,NL,102,337,52,111,19,3,14,60,1,,30,26,,3,3,,8 +coxbi02,1950,1,BRO,NL,119,451,62,116,17,2,8,44,6,,35,24,,0,8,,15 +crandde01,1950,1,BSN,NL,79,255,21,56,11,0,4,37,0,,13,24,,0,6,,6 +cuellch01,1950,1,CHA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +darkal01,1950,1,NY1,NL,154,587,79,164,36,5,16,67,9,,39,60,,6,11,,10 +dealco01,1950,1,SLN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +delsiji01,1950,1,NYA,AL,12,10,2,4,0,0,0,2,0,0,2,0,,0,0,,0 +delsiji01,1950,2,SLA,AL,69,209,25,55,5,2,0,15,1,4,20,23,,0,1,,4 +demarbi01,1950,1,SLA,AL,61,178,25,44,5,1,0,13,0,1,22,13,,0,4,,6 +dentesa01,1950,1,WS1,AL,155,603,56,144,20,5,2,59,1,1,39,19,,1,11,,25 +dicksmu01,1950,1,PIT,NL,52,82,5,21,4,0,0,7,0,,1,9,,0,0,,3 +dierich01,1950,1,SLN,NL,89,204,34,51,12,0,3,18,1,,35,38,,0,0,,3 +dillibo01,1950,1,PHA,AL,84,356,55,110,21,9,3,41,5,3,31,20,,1,1,,11 +dillibo01,1950,2,PIT,NL,58,222,23,64,8,2,1,9,4,,13,22,,0,2,,9 +dimagdo01,1950,1,BOS,AL,141,588,131,193,30,11,7,70,15,4,82,68,,4,7,,14 +dimagjo01,1950,1,NYA,AL,139,525,114,158,33,10,32,122,0,0,80,33,,1,0,,14 +dobsojo01,1950,1,BOS,AL,39,70,6,15,2,0,0,9,0,0,9,23,,1,8,,0 +dobyla01,1950,1,CLE,AL,142,503,110,164,25,5,25,102,8,6,98,71,,6,2,,9 +doerrbo01,1950,1,BOS,AL,149,586,103,172,29,11,27,120,3,4,67,42,,1,9,,21 +donnebl01,1950,1,PHI,NL,14,5,0,1,0,0,0,0,0,,0,1,,0,0,,0 +donovdi01,1950,1,BSN,NL,10,6,1,1,0,0,0,0,0,,4,4,,0,0,,0 +dorisha01,1950,1,SLA,AL,30,31,3,5,2,0,0,2,1,0,6,8,,0,1,,1 +dropowa01,1950,1,BOS,AL,136,559,101,180,28,8,34,144,0,0,45,75,,5,0,,16 +dubiemo01,1950,1,CHN,NL,39,45,4,9,2,0,0,0,0,,2,16,,0,1,,2 +dusaker01,1950,1,SLN,NL,23,12,0,1,1,0,0,0,0,,0,3,,0,0,,0 +eastelu01,1950,1,CLE,AL,141,540,96,151,20,4,28,107,0,3,70,95,,10,3,,15 +edwarbr01,1950,1,BRO,NL,50,142,16,26,4,1,8,16,1,,13,22,,1,0,,6 +edwarha01,1950,1,CHN,NL,41,110,13,40,11,1,2,21,0,,10,13,,0,0,,2 +elliobo01,1950,1,BSN,NL,142,531,94,162,28,5,24,107,2,,68,67,,2,1,,18 +ennisde01,1950,1,PHI,NL,153,595,92,185,34,8,31,126,2,,56,59,,2,1,,25 +epperal01,1950,1,BRO,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +erauted01,1950,1,CIN,NL,33,13,0,2,1,0,0,0,0,,1,5,,0,1,,0 +erautjo01,1950,1,CHA,AL,16,18,0,4,0,0,0,1,0,0,1,3,,0,0,,0 +erskica01,1950,1,BRO,NL,22,37,4,9,1,0,0,0,0,,1,10,,1,1,,0 +evansal01,1950,1,WS1,AL,90,289,24,68,8,3,2,30,0,0,29,21,,2,2,,7 +eversho01,1950,1,DET,AL,143,526,100,170,35,11,21,103,5,9,71,40,,4,9,,17 +fainfe01,1950,1,PHA,AL,151,522,83,147,25,4,10,83,8,5,133,26,,3,0,,18 +fannicl01,1950,1,SLA,AL,33,34,6,6,1,0,0,2,0,0,0,6,,0,0,,0 +fellebo01,1950,1,CLE,AL,35,83,7,10,0,1,2,5,1,0,5,33,,0,8,,0 +fernana01,1950,1,PIT,NL,65,198,23,51,11,0,6,27,2,,19,17,,1,1,,9 +ferrida01,1950,1,BOS,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ferrito01,1950,1,SLA,AL,16,4,1,1,0,0,0,0,0,0,0,1,,0,0,,0 +ferrito01,1950,2,NYA,AL,30,14,2,2,1,0,0,0,0,0,2,2,,0,1,,0 +fineto01,1950,1,SLA,AL,16,12,4,4,2,0,0,0,1,0,0,5,,0,0,,0 +fitzged01,1950,1,PIT,NL,6,15,1,1,1,0,0,0,0,,0,3,,0,0,,1 +floreje01,1950,1,CLE,AL,28,11,0,0,0,0,0,0,0,0,0,2,,0,0,,0 +fordwh01,1950,1,NYA,AL,20,36,2,7,0,0,0,3,0,0,4,4,,0,4,,1 +fowledi01,1950,1,PHA,AL,11,26,2,5,0,0,0,2,0,0,0,1,,0,0,,3 +foxho01,1950,1,CIN,NL,35,63,7,11,1,0,1,8,0,,2,10,,0,3,,1 +foxne01,1950,1,CHA,AL,130,457,45,113,12,7,0,30,4,3,35,17,,2,10,,6 +frienow01,1950,1,SLA,AL,119,372,48,88,15,2,8,50,2,1,40,68,,1,14,,14 +furilca01,1950,1,BRO,NL,153,620,99,189,30,6,18,106,8,,41,40,,5,3,,19 +garagjo01,1950,1,SLN,NL,34,88,8,28,6,1,2,20,0,,10,7,,0,0,,5 +garcimi01,1950,1,CLE,AL,33,65,4,13,2,0,0,6,0,0,1,25,,1,5,,0 +gardeda01,1950,1,SLN,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,,0 +garvene01,1950,1,SLA,AL,51,91,13,26,4,0,1,10,0,0,8,9,,0,7,,3 +genovge01,1950,1,WS1,AL,3,1,1,0,0,0,0,0,0,0,1,0,,0,0,,0 +gilbeto01,1950,1,NY1,NL,113,322,40,71,12,2,4,32,3,,43,36,,1,4,,6 +gillebo01,1950,1,BOS,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ginsbjo01,1950,1,DET,AL,36,95,12,22,6,0,0,12,1,0,11,6,,1,2,,2 +glavito01,1950,1,SLN,NL,115,410,92,117,29,2,11,44,6,,90,74,,6,4,,6 +goldsgo01,1950,1,CHA,AL,82,127,19,34,8,2,2,25,0,2,26,18,,0,2,,3 +goliami01,1950,1,PHI,NL,145,483,49,113,13,6,13,64,3,,53,75,,3,1,,20 +goodmbi01,1950,1,BOS,AL,110,424,91,150,25,3,4,68,2,4,52,25,,2,7,,8 +gordojo01,1950,1,CLE,AL,119,368,59,87,12,1,19,57,4,1,56,44,,2,3,,10 +gordosi01,1950,1,BSN,NL,134,481,78,146,33,4,27,103,2,,78,31,,2,1,,14 +grassmi01,1950,1,WS1,AL,75,195,25,56,4,1,1,22,1,1,25,31,,2,1,,4 +grayte01,1950,1,DET,AL,27,50,4,7,2,0,0,3,0,0,4,22,,0,4,,0 +greggha01,1950,1,PIT,NL,5,1,0,0,0,0,0,0,0,,0,1,,0,0,,0 +gromest01,1950,1,CLE,AL,31,38,1,6,0,0,0,1,0,0,1,9,,0,2,,0 +grothjo01,1950,1,DET,AL,157,566,95,173,30,8,12,85,1,5,95,27,,2,7,,21 +guerrmi01,1950,1,PHA,AL,87,252,25,71,10,4,2,26,1,0,16,12,,0,5,,6 +guintbe01,1950,1,PHA,AL,3,4,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +gumbeha01,1950,1,PIT,NL,1,1,1,1,0,0,0,0,0,,0,0,,0,0,,0 +gumpera01,1950,1,CHA,AL,41,42,2,3,0,0,0,4,0,0,2,10,,0,4,,0 +gustifr01,1950,1,SLA,AL,9,19,1,3,1,0,0,2,0,1,3,8,,0,1,,1 +hackewa02,1950,1,CHN,NL,5,5,0,0,0,0,0,0,0,,0,0,,0,0,,1 +haefnmi01,1950,1,CHA,AL,24,20,0,4,0,0,0,1,0,0,3,3,,0,3,,0 +haefnmi01,1950,2,BSN,NL,8,7,0,2,1,0,0,0,0,,0,0,,0,1,,1 +hallbo02,1950,1,BSN,NL,21,12,2,1,0,0,0,0,0,,1,4,,0,0,,0 +hamnegr01,1950,1,PHI,NL,157,637,78,172,27,5,11,82,2,,39,35,,2,7,,14 +hansean01,1950,1,NY1,NL,31,7,0,0,0,0,0,0,0,,0,5,,0,2,,0 +harrimi01,1950,1,WS1,AL,53,17,2,4,0,0,0,3,0,0,3,5,,0,0,,1 +harshja01,1950,1,NY1,NL,9,32,3,4,0,0,2,4,0,,3,6,,0,0,,2 +hartsro01,1950,1,BSN,NL,107,419,62,116,15,2,7,24,7,,27,61,,1,3,,3 +hartucl01,1950,1,NY1,NL,32,43,7,13,2,1,3,10,0,,1,13,,0,0,,0 +hatfifr01,1950,1,BOS,AL,10,12,3,3,0,0,0,2,0,0,3,1,,0,0,,0 +hattejo01,1950,1,BRO,NL,27,18,6,2,0,0,0,1,0,,0,6,,0,1,,0 +hattogr01,1950,1,CIN,NL,130,438,67,114,17,1,11,54,6,,70,39,,3,3,,3 +haynejo01,1950,1,WS1,AL,27,35,3,7,4,1,0,1,0,0,1,5,,0,1,,0 +hearnji01,1950,1,SLN,NL,6,1,1,1,0,0,0,0,0,,0,0,,0,0,,0 +hearnji01,1950,2,NY1,NL,16,44,5,6,1,0,0,0,1,,5,13,,0,2,,0 +heganji01,1950,1,CLE,AL,131,415,53,91,16,5,14,58,1,0,42,52,,0,12,,11 +heintke01,1950,1,PHI,NL,23,38,0,2,0,0,0,3,0,,1,13,,0,3,,0 +hemusso01,1950,1,SLN,NL,11,15,1,2,1,0,0,0,0,,2,4,,0,0,,0 +henrito01,1950,1,NYA,AL,73,151,20,41,6,8,6,34,0,1,27,6,,0,0,,7 +herbera01,1950,1,DET,AL,8,7,0,2,0,0,0,0,0,0,0,0,,0,0,,2 +hermage01,1950,1,BRO,NL,94,289,36,86,17,3,7,34,2,,36,26,,3,4,,9 +hetkijo01,1950,1,CIN,NL,22,9,0,2,0,0,0,0,0,,1,1,,0,2,,0 +higbeki01,1950,1,NY1,NL,18,4,0,1,0,0,0,0,0,,0,0,,0,0,,0 +hillefr01,1950,1,CHN,NL,38,44,2,5,0,0,0,1,0,,1,7,,0,4,,2 +hitchbi01,1950,1,PHA,AL,115,399,35,109,22,5,1,54,3,1,45,32,,0,3,,30 +hittlll01,1950,1,WS1,AL,11,13,0,1,0,0,0,1,0,0,1,3,,0,1,,0 +hodgegi01,1950,1,BRO,NL,153,561,98,159,26,2,32,113,6,,73,73,,1,11,,14 +hoguebo01,1950,1,BSN,NL,36,13,1,3,1,0,0,3,0,,1,2,,0,1,,0 +holcoke01,1950,1,CHA,AL,24,32,2,5,1,0,0,0,0,0,0,8,,0,2,,1 +hollmst01,1950,1,PHI,NL,11,12,1,3,2,0,0,1,0,,0,3,,0,0,,1 +holmeto01,1950,1,BSN,NL,105,322,44,96,20,1,9,51,0,,33,8,,4,4,,10 +hoopebo01,1950,1,PHA,AL,45,56,4,7,2,0,1,8,0,0,0,21,,2,4,,2 +hoppjo01,1950,1,PIT,NL,106,318,51,108,24,5,8,47,7,,43,17,,1,0,,7 +hoppjo01,1950,2,NYA,AL,19,27,9,9,2,1,1,8,0,1,8,1,,0,0,,1 +houkra01,1950,1,NYA,AL,10,9,0,1,1,0,0,1,0,0,0,2,,0,0,,0 +housefr03,1950,1,DET,AL,5,5,1,2,1,0,0,0,0,0,0,1,,0,0,,0 +houttar01,1950,1,DET,AL,41,93,5,14,4,1,0,3,0,0,5,20,,0,11,,3 +howeldi02,1950,1,CIN,NL,82,224,30,50,9,1,2,22,0,,32,31,,2,3,,7 +howerbi01,1950,1,SLN,NL,110,313,50,88,20,8,10,59,0,,47,60,,0,4,,3 +hudsosi01,1950,1,WS1,AL,31,93,10,20,1,1,0,12,0,0,1,7,,0,3,,7 +hutchfr01,1950,1,DET,AL,44,95,15,31,7,0,0,20,0,0,12,3,,1,4,,2 +irvinmo01,1950,1,NY1,NL,110,374,61,112,19,5,15,66,3,,52,41,,5,1,,7 +jacksra01,1950,1,CHN,NL,34,111,13,25,4,3,3,6,4,,7,25,,0,2,,4 +jansela01,1950,1,NY1,NL,40,96,6,16,2,0,1,13,0,,3,26,,0,9,,1 +jeffcha01,1950,1,CHN,NL,66,179,21,42,13,1,2,18,7,,6,23,,0,2,,11 +jenseja01,1950,1,NYA,AL,45,70,13,12,2,2,1,5,4,0,7,8,,0,1,,3 +jethrsa01,1950,1,BSN,NL,141,582,100,159,28,8,18,58,35,,52,93,,5,3,,8 +johnsbi03,1950,1,NYA,AL,108,327,44,85,16,2,6,40,1,0,42,30,,1,2,,12 +johnsdo03,1950,1,NYA,AL,8,3,0,0,0,0,0,0,0,0,0,1,,0,0,,1 +johnsdo03,1950,2,SLA,AL,25,29,0,2,0,0,0,1,0,0,1,6,,0,3,,1 +johnsea01,1950,1,BOS,AL,11,2,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +johnser02,1950,1,BSN,NL,16,2,0,1,0,0,0,0,0,,0,0,,0,0,,0 +johnske01,1950,1,SLN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnske01,1950,2,PHI,NL,21,19,4,3,0,0,0,0,0,,1,3,,0,0,,0 +jonesni01,1950,1,SLN,NL,13,26,0,6,1,0,0,6,0,,3,1,,0,0,,3 +jonessh01,1950,1,NY1,NL,40,57,3,6,0,0,0,3,0,,5,22,,0,10,,3 +joneswi01,1950,1,PHI,NL,157,610,100,163,28,6,25,88,5,,61,40,,3,4,,15 +joosted01,1950,1,PHA,AL,131,476,79,111,12,3,18,58,5,1,103,68,,3,10,,11 +jorgesp01,1950,1,BRO,NL,2,2,0,0,0,0,0,1,0,,1,0,,0,0,,0 +jorgesp01,1950,2,NY1,NL,24,37,5,5,0,0,0,4,0,,5,2,,0,0,,0 +judsoho01,1950,1,CHA,AL,46,20,1,2,1,0,0,0,0,0,3,5,,0,4,,0 +kazaked01,1950,1,SLN,NL,93,207,21,53,2,2,5,23,0,,18,19,,1,1,,6 +kellech01,1950,1,DET,AL,50,51,7,16,1,3,2,16,0,0,13,6,,0,0,,0 +kelleha03,1950,1,WS1,AL,11,28,1,6,3,0,1,5,0,0,2,2,,0,0,,1 +kellge01,1950,1,DET,AL,157,641,114,218,56,6,8,101,3,3,66,18,,1,16,,23 +kellnal01,1950,1,PHA,AL,36,80,5,16,1,0,0,3,0,0,4,13,,0,0,,4 +keltnke01,1950,1,BOS,AL,13,28,2,9,2,0,0,2,0,0,3,6,,0,1,,2 +kennebi02,1950,1,SLA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kennebo01,1950,1,CLE,AL,146,540,79,157,27,5,9,54,3,4,53,31,,1,15,,15 +kennemo01,1950,1,NY1,NL,36,36,4,2,0,0,0,1,0,,0,6,,1,2,,0 +keriagu01,1950,1,CHA,AL,1,1,0,1,0,0,0,0,0,0,0,0,,0,0,,0 +kerrbu01,1950,1,BSN,NL,155,507,45,115,24,6,2,46,0,,50,50,,0,14,,21 +kindeel01,1950,1,BOS,AL,48,71,5,13,1,1,1,11,0,0,2,13,,0,4,,2 +kinerra01,1950,1,PIT,NL,150,547,112,149,21,6,47,118,2,,122,79,,3,0,,22 +kirrejo01,1950,1,CHA,AL,1,4,0,1,0,0,0,0,0,0,0,1,,0,0,,0 +kliemed01,1950,1,PHA,AL,5,1,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +klippjo01,1950,1,CHN,NL,35,33,4,11,3,0,1,3,0,,0,5,,0,0,,2 +kluszte01,1950,1,CIN,NL,134,538,76,165,37,0,25,111,3,,33,28,,1,0,,20 +kokosdi01,1950,1,SLA,AL,143,490,77,128,27,5,18,67,8,8,88,73,,1,3,,10 +kollodo01,1950,1,DET,AL,125,467,55,135,20,4,6,62,1,3,29,28,,0,5,,15 +konstji01,1950,1,PHI,NL,74,37,0,4,0,0,0,3,0,,0,13,,0,2,,1 +kosloda01,1950,1,NY1,NL,40,65,4,8,1,0,1,6,0,,6,24,,0,1,,0 +kozaral01,1950,1,WS1,AL,20,55,7,11,1,0,0,3,0,0,5,8,,0,2,,2 +kozaral01,1950,2,CHA,AL,10,10,4,3,0,0,1,2,0,0,0,3,,0,0,,1 +krameja01,1950,1,NY1,NL,35,20,3,2,0,0,1,2,0,,5,5,,0,1,,1 +kressch01,1950,1,CHA,AL,3,8,0,0,0,0,0,0,0,0,0,2,,0,1,,1 +kretllo01,1950,1,SLA,AL,10,3,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +kretllo01,1950,2,CHA,AL,11,4,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +kryhodi01,1950,1,DET,AL,53,169,20,37,10,0,4,19,0,1,8,11,,1,1,,2 +kucabjo01,1950,1,PHA,AL,4,9,0,1,0,0,0,1,0,0,1,1,,0,0,,0 +kuzavbo01,1950,1,CHA,AL,10,12,3,1,0,0,0,1,0,0,3,3,,0,2,,1 +kuzavbo01,1950,2,WS1,AL,22,50,5,5,0,0,1,4,0,0,5,23,,1,3,,1 +labincl01,1950,1,BRO,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ladedo01,1950,1,CHN,NL,34,35,5,10,2,0,0,1,0,,3,4,,0,2,,1 +lakeed01,1950,1,DET,AL,20,7,3,0,0,0,0,1,0,0,1,3,,0,0,,0 +landrho01,1950,1,CIN,NL,4,14,1,3,0,0,0,1,0,,2,1,,0,0,,0 +landrjo01,1950,1,BRO,NL,7,0,0,0,0,0,0,0,0,,0,0,,0,1,,0 +laniema01,1950,1,SLN,NL,27,68,5,11,1,1,0,10,0,,3,10,,0,4,,3 +lawve01,1950,1,PIT,NL,27,41,0,3,0,1,0,1,0,,1,14,,2,0,,1 +lehnepa01,1950,1,PHA,AL,114,427,48,132,17,5,9,52,1,1,32,33,,0,8,,12 +lembost01,1950,1,BRO,NL,5,6,0,1,0,0,0,0,0,,1,0,,0,0,,1 +lemonbo01,1950,1,CLE,AL,72,136,21,37,9,1,6,26,0,0,13,25,,1,3,,0 +lemonji01,1950,1,CLE,AL,12,34,4,6,1,0,1,1,0,0,3,12,,0,0,,2 +lenhado01,1950,1,SLA,AL,139,480,75,131,22,6,22,81,3,2,90,94,,2,7,,7 +leonadu02,1950,1,CHN,NL,35,16,0,1,0,0,0,0,0,,0,5,,0,1,,0 +lindejo01,1950,1,NYA,AL,7,21,2,4,0,0,0,2,0,0,4,2,,0,0,,1 +lindejo01,1950,2,SLN,NL,36,113,16,21,5,2,5,16,0,,15,24,,1,3,,5 +lindewa01,1950,1,BSN,NL,3,5,0,2,1,0,0,0,0,,1,0,,0,0,,0 +liponjo01,1950,1,DET,AL,147,601,104,176,27,6,2,63,9,6,81,26,,1,18,,20 +littldi01,1950,1,BOS,AL,15,4,0,0,0,0,0,0,0,0,0,3,,0,0,,0 +litwhda01,1950,1,CIN,NL,54,112,15,29,4,0,6,12,0,,20,21,,0,1,,5 +lockmwh01,1950,1,NY1,NL,129,532,72,157,28,5,6,52,1,,42,29,,2,6,,6 +loesbi01,1950,1,BRO,NL,10,1,1,0,0,0,0,0,0,,1,1,,0,0,,0 +lohrkja01,1950,1,NY1,NL,30,43,4,8,0,0,0,4,0,,4,8,,0,0,,1 +lollash01,1950,1,SLA,AL,126,396,55,111,22,3,13,65,2,0,64,25,,8,6,,12 +lombavi01,1950,1,PIT,NL,42,16,1,4,1,0,0,0,0,,1,1,,0,1,,0 +lopated01,1950,1,NYA,AL,36,82,14,19,2,3,0,7,0,0,17,9,,0,5,,0 +lopatst01,1950,1,PHI,NL,58,129,10,27,2,2,1,11,1,,22,25,,0,0,,4 +lowrepe01,1950,1,CIN,NL,91,264,34,60,14,0,1,11,0,,36,7,,0,6,,11 +lowrepe01,1950,2,SLN,NL,17,56,10,15,0,0,1,4,0,,6,1,,1,0,,1 +macdobi01,1950,1,PIT,NL,32,49,3,6,1,0,0,1,0,,4,18,,0,1,,1 +madisda01,1950,1,NYA,AL,1,0,1,0,0,0,0,0,0,0,1,0,,0,0,,0 +maglisa01,1950,1,NY1,NL,47,66,3,8,2,1,0,3,1,,3,26,,1,3,,1 +maguija01,1950,1,NY1,NL,29,40,3,7,2,0,0,3,0,,3,13,,0,2,,2 +mainwo01,1950,1,PIT,NL,12,5,0,2,0,0,0,2,0,,0,2,,0,0,,0 +majesha01,1950,1,CHA,AL,122,414,47,128,18,2,6,46,1,4,42,34,,3,8,,15 +mallema01,1950,1,BRO,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +maloned01,1950,1,CHA,AL,31,71,2,16,2,0,0,10,0,0,10,8,,0,0,,7 +manvidi01,1950,1,BSN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mapescl01,1950,1,NYA,AL,108,356,60,88,14,6,12,61,1,6,47,61,,2,9,,14 +marchph01,1950,1,BOS,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +marioma01,1950,1,SLN,NL,106,372,36,92,10,2,4,40,1,,44,55,,0,4,,10 +marklge01,1950,1,PHA,AL,5,8,2,1,0,0,0,0,0,0,3,0,,0,2,,0 +marreco01,1950,1,WS1,AL,27,49,4,6,1,0,0,3,0,0,7,12,,0,5,,1 +marshcu01,1950,1,SLA,AL,28,12,2,4,0,0,0,0,0,0,0,5,,0,0,,0 +marshwi01,1950,1,BSN,NL,105,298,38,70,10,2,5,40,1,,36,5,,1,1,,10 +martibi02,1950,1,NYA,AL,34,36,10,9,1,0,1,8,0,0,3,3,,0,0,,0 +martifr02,1950,1,SLN,NL,31,15,2,4,2,0,0,2,0,,0,5,,0,1,,1 +martiro01,1950,1,WS1,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +masiph01,1950,1,CHA,AL,122,377,38,105,17,2,7,55,2,1,49,36,,3,5,,16 +mastewa02,1950,1,BOS,AL,33,44,2,6,1,0,0,1,1,0,2,18,,0,0,,0 +mauchge01,1950,1,BSN,NL,48,121,17,28,5,0,1,15,1,,14,9,,1,1,,5 +mauroca01,1950,1,CHN,NL,62,185,19,42,4,3,1,10,3,,13,31,,2,0,,4 +maxwech01,1950,1,BOS,AL,3,8,1,0,0,0,0,0,0,0,1,3,,0,0,,0 +mayoja01,1950,1,PHI,NL,18,36,1,8,3,0,0,3,0,,2,5,,0,0,,0 +mccalwi01,1950,1,PIT,NL,2,2,0,0,0,0,0,0,0,,1,0,,0,0,,0 +mccormi02,1950,1,NY1,NL,4,4,0,0,0,0,0,0,0,,0,2,,0,0,,0 +mccormi02,1950,2,CHA,AL,55,138,16,32,4,3,0,10,0,1,16,6,,0,2,,7 +mccosba01,1950,1,PHA,AL,66,179,19,43,10,1,0,11,0,0,22,12,,0,6,,4 +mccrale01,1950,1,PHA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcculcl01,1950,1,PIT,NL,103,279,28,71,16,4,6,34,3,,31,35,,5,4,,5 +mcdermi03,1950,1,BOS,AL,39,44,11,16,5,0,0,12,0,0,9,3,,0,0,,1 +mcdonji04,1950,1,BOS,AL,9,3,0,1,0,0,0,0,0,0,2,1,,0,0,,0 +mcgheed01,1950,1,CHA,AL,3,6,0,1,0,1,0,0,0,0,0,1,,0,0,,0 +mcglopa01,1950,1,BRO,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +meekssa01,1950,1,CIN,NL,39,95,7,27,5,0,1,8,1,,6,14,,0,0,,2 +melesa01,1950,1,WS1,AL,126,435,57,119,21,6,12,86,2,0,51,40,,1,3,,21 +merrill01,1950,1,CIN,NL,92,298,44,77,15,3,2,31,6,,30,23,,2,5,,3 +meyerru01,1950,1,PHI,NL,32,50,2,7,1,0,0,0,0,,3,20,,0,7,,0 +michaca01,1950,1,CHA,AL,36,138,21,43,6,3,4,19,0,0,13,8,,1,6,,5 +michaca01,1950,2,WS1,AL,106,388,48,97,8,4,4,47,2,3,55,39,,1,4,,11 +mickeed01,1950,1,SLN,NL,5,10,1,1,0,0,0,0,0,,2,3,,0,0,,1 +mierked01,1950,1,SLN,NL,1,1,0,0,0,0,0,0,0,,0,1,,0,0,,0 +miksied01,1950,1,BRO,NL,51,76,13,19,2,1,2,10,3,,5,10,,0,6,,2 +millebo02,1950,1,PHI,NL,35,61,4,11,1,0,0,6,0,,1,11,,0,2,,1 +milleed03,1950,1,SLN,NL,64,172,17,39,8,0,3,22,0,,19,21,,1,3,,4 +milnepe01,1950,1,NY1,NL,4,4,1,1,0,1,0,1,0,,0,1,,0,0,,0 +minnepa01,1950,1,CHN,NL,43,65,6,14,0,1,1,7,0,,4,16,,0,1,,2 +mitchda01,1950,1,CLE,AL,130,506,81,156,27,5,3,49,3,7,67,21,,1,3,,7 +mizejo01,1950,1,NYA,AL,90,274,43,76,12,0,25,72,0,1,29,24,,2,0,,4 +morenju01,1950,1,WS1,AL,4,8,0,1,0,0,0,0,0,0,0,1,,0,1,,1 +morgabo01,1950,1,BRO,NL,67,199,38,45,10,3,7,21,0,,32,43,,3,2,,7 +moseswa01,1950,1,PHA,AL,88,265,47,70,16,5,2,21,0,1,40,17,,2,2,,6 +mossle01,1950,1,SLA,AL,84,222,24,59,6,0,8,34,0,1,26,32,,0,2,,7 +muelldo01,1950,1,NY1,NL,132,525,60,153,15,6,7,84,1,,10,26,,3,1,,9 +muellgo01,1950,1,BOS,AL,8,1,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +muellra01,1950,1,NY1,NL,4,11,0,1,1,0,0,0,0,,0,2,,0,0,,1 +muellra01,1950,2,PIT,NL,67,156,17,42,7,0,6,24,2,,11,14,,1,2,,9 +mullipa01,1950,1,DET,AL,69,142,16,31,5,0,6,23,1,4,20,23,,0,1,,0 +mungere01,1950,1,SLN,NL,32,51,4,7,1,0,0,1,0,,2,10,,0,3,,1 +murrajo01,1950,1,PHA,AL,8,11,0,0,0,0,0,0,0,0,0,3,,0,0,,1 +murrara01,1950,1,CLE,AL,55,139,16,38,8,2,1,13,1,0,12,13,,0,2,,9 +murtada01,1950,1,PIT,NL,118,367,34,108,20,5,2,37,2,,47,42,,1,1,,8 +musiast01,1950,1,SLN,NL,146,555,105,192,41,7,28,109,5,,87,36,,3,0,,11 +nagyst01,1950,1,WS1,AL,15,22,5,5,1,0,1,3,0,0,3,5,,0,1,,1 +nelsoro01,1950,1,SLN,NL,76,235,27,58,10,4,1,20,4,,26,9,,1,3,,3 +neveler01,1950,1,NYA,AL,3,1,0,0,0,0,0,0,0,0,0,0,,0,1,,0 +newcodo01,1950,1,BRO,NL,40,97,8,24,3,1,1,8,0,,10,19,,0,3,,3 +newhoha01,1950,1,DET,AL,35,74,6,13,2,0,0,8,0,0,5,8,,0,5,,2 +niarhgu01,1950,1,NYA,AL,1,0,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +niarhgu01,1950,2,CHA,AL,41,105,17,34,4,0,0,16,0,0,14,6,,1,1,,3 +nichobi01,1950,1,PHI,NL,41,58,3,13,2,1,3,10,0,,8,16,,0,0,,2 +nixonwi01,1950,1,BOS,AL,22,36,3,5,0,0,0,2,0,0,5,7,,0,3,,1 +norenir01,1950,1,WS1,AL,138,542,80,160,27,10,14,98,5,2,67,77,,2,4,,10 +northro01,1950,1,CIN,NL,27,77,11,20,5,0,5,9,0,,15,6,,0,0,,2 +northro01,1950,2,CHN,NL,53,114,11,32,9,0,4,20,0,,10,9,,0,1,,3 +obrieto03,1950,1,BOS,AL,9,31,0,4,1,0,0,3,0,0,3,5,,0,0,,2 +obrieto03,1950,2,WS1,AL,3,9,1,1,0,0,0,1,0,0,1,0,,0,0,,1 +oconnda02,1950,1,PIT,NL,79,315,39,92,16,1,8,32,7,,24,33,,0,5,,8 +okriele01,1950,1,WS1,AL,17,27,1,6,0,0,0,2,0,0,6,7,,1,0,,0 +olmolu01,1950,1,BSN,NL,69,154,23,35,7,1,5,22,3,,18,23,,0,1,,7 +ortizro01,1950,1,WS1,AL,39,75,4,17,2,1,0,8,0,0,7,12,,1,0,,2 +ortizro01,1950,2,PHA,AL,6,14,1,1,0,0,0,3,0,0,0,3,,0,1,,1 +ostrojo01,1950,1,CHA,AL,21,45,9,10,1,1,2,2,0,0,9,8,,1,1,,1 +ostrojo01,1950,2,WS1,AL,55,141,16,32,2,1,4,23,2,0,20,31,,1,1,,4 +ostrojo01,1950,3,CHA,AL,1,4,1,2,1,0,0,0,0,0,0,1,0,0,0,,0 +ostrojo02,1950,1,SLA,AL,9,18,2,4,3,0,0,4,0,0,4,7,,0,0,,0 +ostrojo02,1950,2,NYA,AL,21,9,2,1,0,0,0,1,0,0,2,1,,0,1,,0 +overmst01,1950,1,SLA,AL,31,48,3,8,0,1,0,8,0,1,12,2,,0,2,,0 +owenmi01,1950,1,CHN,NL,86,259,22,63,11,0,2,21,2,,13,16,,1,4,,8 +pafkoan01,1950,1,CHN,NL,146,514,95,156,24,8,36,92,4,,69,32,,11,1,,9 +pagejo01,1950,1,NYA,AL,37,8,1,2,1,0,0,2,0,0,2,3,,0,0,,0 +palicer01,1950,1,BRO,NL,48,68,4,15,4,0,1,8,2,,0,8,,0,3,,0 +papaial01,1950,1,BOS,AL,16,17,3,3,0,0,0,0,0,0,3,3,,0,1,,0 +papaial01,1950,2,SLN,NL,13,3,0,0,0,0,0,0,0,,0,1,,0,0,,0 +papisfr01,1950,1,PIT,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +parneme01,1950,1,BOS,AL,40,98,7,19,5,0,0,7,0,0,5,13,,1,3,,2 +pascuca01,1950,1,WS1,AL,2,4,0,1,0,0,0,0,0,0,0,0,,0,1,,0 +pearcji01,1950,1,WS1,AL,20,13,0,2,0,0,0,0,0,0,0,5,,0,0,,0 +perkoha01,1950,1,CIN,NL,32,22,1,7,0,0,0,0,0,,0,6,,1,0,,0 +perkojo01,1950,1,CHA,AL,1,1,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +peskyjo01,1950,1,BOS,AL,127,490,112,153,22,6,1,49,2,1,104,31,,5,6,,13 +peterke01,1950,1,CIN,NL,9,3,1,1,0,0,0,0,0,,0,0,,0,1,,0 +phillda01,1950,1,CHA,AL,156,619,69,150,21,5,14,80,6,3,52,57,,1,10,,17 +phillja02,1950,1,PIT,NL,69,208,25,61,7,6,5,34,1,,20,17,,0,1,,2 +piercbi02,1950,1,CHA,AL,40,77,10,20,3,0,0,6,0,0,6,13,,1,4,,1 +pierema01,1950,1,CLE,AL,30,7,0,2,0,0,0,1,0,0,0,2,,0,0,,0 +pierrbi01,1950,1,PIT,NL,13,9,1,2,0,0,0,0,0,,0,6,,0,0,,0 +piersji01,1950,1,BOS,AL,6,7,4,2,0,0,0,0,0,0,4,0,,0,0,,0 +pilledu01,1950,1,NYA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pilledu01,1950,2,SLA,AL,27,22,2,3,1,0,0,0,0,0,2,5,,0,1,,1 +podbibu01,1950,1,BRO,NL,20,28,1,3,1,0,0,1,0,,1,4,,0,2,,1 +poholto01,1950,1,SLN,NL,5,2,0,0,0,0,0,0,0,,0,0,,0,0,,0 +polleho01,1950,1,SLN,NL,38,84,7,12,2,0,0,3,0,,5,18,,0,2,,2 +portebo01,1950,1,NYA,AL,11,3,0,1,0,0,0,0,0,0,0,0,,1,0,,0 +pramejo01,1950,1,CIN,NL,74,228,14,70,10,1,5,30,0,,19,15,,1,3,,8 +priddje01,1950,1,DET,AL,157,618,104,171,26,6,13,75,2,7,95,95,,3,13,,22 +queenme01,1950,1,PIT,NL,33,35,0,2,0,0,0,0,0,,1,6,,0,2,,0 +quinnfr02,1950,1,BOS,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +racklma01,1950,1,CIN,NL,5,2,0,1,0,0,0,1,0,,0,0,,0,0,,0 +raffeke01,1950,1,CIN,NL,38,82,7,11,2,0,1,9,0,,4,21,,0,3,,2 +ramazbo01,1950,1,CHN,NL,61,145,19,38,3,3,1,6,3,,4,16,,1,1,,1 +ramsdwi01,1950,1,BRO,NL,5,3,0,0,0,0,0,0,0,,0,1,,0,0,,0 +ramsdwi01,1950,2,CIN,NL,27,50,1,10,0,0,0,2,0,,5,8,,0,6,,0 +raneyri01,1950,1,SLA,AL,1,1,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +raschvi01,1950,1,NYA,AL,33,86,6,17,2,0,1,8,0,0,7,14,,0,10,,1 +reesepe01,1950,1,BRO,NL,141,531,97,138,21,5,11,52,17,,91,62,,1,10,,7 +reisepe01,1950,1,BSN,NL,53,78,12,16,2,0,1,10,1,,18,22,,2,0,,1 +reyesna01,1950,1,NY1,NL,1,1,0,0,0,0,0,0,0,,0,0,,0,0,,0 +reynoal01,1950,1,NYA,AL,36,81,5,15,3,1,0,9,0,0,7,16,,1,9,,2 +ricede01,1950,1,SLN,NL,130,414,39,101,20,3,9,54,0,,43,65,,5,9,,11 +riceha02,1950,1,SLN,NL,44,128,12,27,3,1,2,11,0,,10,10,,0,1,,1 +rickema01,1950,1,PIT,NL,17,20,0,3,0,0,0,4,0,,0,4,,0,0,,1 +rickema01,1950,2,CHA,AL,84,278,38,66,9,2,4,27,0,1,21,42,,0,2,,11 +ridzist01,1950,1,PHI,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rignebi01,1950,1,NY1,NL,56,83,8,15,2,0,0,8,0,,8,13,,0,1,,3 +rinkebo01,1950,1,PHA,AL,3,3,0,1,0,0,0,0,0,0,0,0,,0,0,,0 +rizzuph01,1950,1,NYA,AL,155,617,125,200,36,7,7,66,12,8,92,39,,7,19,,6 +roberro01,1950,1,PHI,NL,40,102,1,12,0,0,0,7,0,,8,39,,0,7,,3 +robersh01,1950,1,WS1,AL,71,123,19,32,3,3,2,16,1,1,22,18,,0,0,,2 +robinaa01,1950,1,DET,AL,107,283,37,64,7,0,9,37,0,1,75,35,,0,0,,4 +robined01,1950,1,WS1,AL,36,129,21,30,4,2,1,13,0,0,25,4,,2,0,,3 +robined01,1950,2,CHA,AL,119,424,62,133,11,2,20,73,0,0,60,28,,5,2,,7 +robinja02,1950,1,BRO,NL,144,518,99,170,39,4,14,81,12,,80,24,,5,10,,11 +roepr01,1950,1,BRO,NL,36,91,8,14,1,0,0,3,0,,2,27,,0,8,,1 +rogovsa01,1950,1,DET,AL,11,16,2,3,0,0,1,5,0,0,0,3,,0,0,,1 +rojekst01,1950,1,PIT,NL,76,230,28,59,12,1,0,17,2,,18,13,,1,4,,4 +romanji01,1950,1,BRO,NL,3,1,0,0,0,0,0,0,0,,0,0,,0,0,,0 +rosarbu01,1950,1,BOS,AL,27,84,13,25,2,0,1,12,0,0,7,4,,0,0,,3 +rosenal01,1950,1,CLE,AL,155,554,100,159,23,4,37,116,5,7,100,72,,10,4,,27 +rossbo01,1950,1,WS1,AL,6,3,0,0,0,0,0,0,0,0,0,0,,0,0,,1 +rotblma01,1950,1,CHA,AL,2,2,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +royno01,1950,1,BSN,NL,19,18,1,3,0,0,0,0,0,,2,4,,0,1,,1 +rozekdi01,1950,1,CLE,AL,12,5,0,0,0,0,0,0,0,0,0,3,,0,1,,0 +ruferru01,1950,1,NY1,NL,15,11,1,1,0,0,0,0,1,,0,1,,0,0,,0 +rushbo01,1950,1,CHN,NL,40,90,6,15,2,0,1,5,1,,3,36,,0,1,,0 +russeji01,1950,1,BRO,NL,77,214,37,49,8,2,10,32,1,,31,36,,1,0,,6 +ryanco01,1950,1,BSN,NL,20,72,12,14,2,0,3,6,0,,12,9,,2,1,,3 +ryanco01,1950,2,CIN,NL,106,367,45,95,18,5,3,43,4,,52,46,,1,6,,10 +saffeto01,1950,1,PIT,NL,67,182,18,37,7,0,2,6,1,,14,34,,1,5,,1 +sainjo01,1950,1,BSN,NL,37,102,9,21,2,0,1,15,0,,6,3,,1,7,,2 +salkebi01,1950,1,CHA,AL,1,3,0,0,0,0,0,0,0,0,1,0,,0,0,,0 +sanfofr01,1950,1,NYA,AL,26,35,4,8,2,0,0,3,0,0,1,6,,0,1,,1 +sauerha01,1950,1,CHN,NL,145,540,85,148,32,2,32,103,1,,60,67,,3,0,,15 +sawatca01,1950,1,CHN,NL,38,103,4,18,1,0,1,7,0,,11,19,,0,0,,2 +scalaje01,1950,1,CHA,AL,40,67,8,13,2,1,0,6,0,0,10,10,,0,0,,2 +scarbra01,1950,1,WS1,AL,8,20,2,2,1,0,0,0,0,0,1,4,,0,0,,1 +scarbra01,1950,2,CHA,AL,27,46,1,8,0,0,0,4,0,0,3,7,,0,4,,2 +schacsi01,1950,1,SLA,AL,9,2,2,0,0,0,0,0,0,0,1,0,,0,0,,1 +schanch01,1950,1,BOS,AL,14,11,2,1,0,0,0,0,0,0,1,5,,0,0,,0 +schefbo01,1950,1,CHN,NL,12,16,0,3,1,0,0,1,0,,0,2,,0,0,,0 +schefbo01,1950,2,CIN,NL,21,47,4,13,0,0,2,6,0,,4,2,,0,0,,4 +scheica01,1950,1,PHA,AL,50,52,6,13,0,1,1,6,0,0,1,9,,0,0,,2 +schenha01,1950,1,PIT,NL,58,101,17,23,4,2,1,5,0,,6,7,,0,0,,4 +scherbo01,1950,1,BOS,AL,1,0,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +schmijo01,1950,1,CHN,NL,39,67,3,8,2,0,0,5,0,,1,19,,0,2,,0 +schoere01,1950,1,SLN,NL,153,642,81,177,43,9,7,63,3,,33,32,,2,16,,15 +seminan01,1950,1,PHI,NL,130,393,55,113,15,3,24,68,0,,68,50,,6,0,,12 +serenbi01,1950,1,CHN,NL,127,435,56,104,20,4,17,61,1,,65,75,,1,2,,10 +shantbo01,1950,1,PHA,AL,37,66,4,11,1,0,1,4,1,0,6,10,,0,6,,2 +shubage01,1950,1,BRO,NL,34,111,15,23,8,2,3,12,2,,13,22,,2,0,,1 +sievero01,1950,1,SLA,AL,113,370,46,88,20,4,10,57,1,3,34,42,,2,2,,11 +silvech01,1950,1,NYA,AL,18,25,2,4,0,0,0,1,0,0,1,2,,0,0,,0 +silveke01,1950,1,PHI,NL,11,20,2,5,0,1,0,4,0,,4,3,,1,1,,2 +simaal01,1950,1,WS1,AL,17,26,1,3,0,0,0,0,0,1,0,15,,0,1,,2 +simmocu01,1950,1,PHI,NL,34,77,11,12,0,0,0,3,0,,6,10,,0,3,,1 +singlel01,1950,1,WS1,AL,21,7,1,3,1,0,0,0,0,0,0,3,,0,1,,0 +sisledi01,1950,1,PHI,NL,141,523,79,155,29,4,13,83,1,,64,50,,0,6,,11 +sistisi01,1950,1,BSN,NL,69,105,21,18,3,1,2,11,1,,16,19,,1,1,,3 +slaugen01,1950,1,SLN,NL,148,556,82,161,26,7,10,101,3,,66,33,,2,8,,12 +sleatlo01,1950,1,SLA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smallro01,1950,1,CHN,NL,154,557,58,128,21,9,21,85,2,,49,114,,4,6,,11 +smithfr06,1950,1,CIN,NL,38,21,1,2,0,0,0,0,0,,0,9,,0,0,,1 +snidedu01,1950,1,BRO,NL,152,620,109,199,31,10,31,107,16,,58,79,,0,6,,9 +sommebi01,1950,1,SLA,AL,65,137,24,35,5,1,0,14,0,1,25,14,,0,8,,5 +spahnwa01,1950,1,BSN,NL,41,106,7,23,0,0,1,13,1,,6,33,,1,5,,1 +spencge01,1950,1,NY1,NL,10,4,0,0,0,0,0,0,0,,0,4,,0,0,,0 +stalege01,1950,1,SLN,NL,42,55,5,8,2,0,0,0,0,,3,9,,0,4,,3 +stallvi01,1950,1,CIN,NL,136,483,44,121,23,2,8,54,4,,17,39,,0,7,,14 +stanked01,1950,1,NY1,NL,152,527,115,158,25,5,8,51,9,,144,50,,12,8,,8 +starrdi01,1950,1,SLA,AL,33,36,3,5,0,0,0,1,0,0,1,16,,0,4,,0 +stephve01,1950,1,BOS,AL,149,628,125,185,34,6,30,144,1,0,65,43,,0,0,,21 +steveed01,1950,1,PIT,NL,17,46,2,9,2,0,0,3,0,,4,5,,0,0,,1 +stewabu01,1950,1,WS1,AL,118,378,46,101,15,6,4,35,5,4,46,33,,1,3,,3 +stirnsn01,1950,1,NYA,AL,7,2,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +stirnsn01,1950,2,SLA,AL,93,326,32,71,16,2,1,24,3,3,51,49,,0,4,,7 +stobbch01,1950,1,BOS,AL,32,57,8,14,1,0,0,9,0,0,12,16,,0,4,,1 +stricge01,1950,1,PIT,NL,23,27,0,3,0,0,0,2,0,,3,8,,1,1,,0 +strinlo01,1950,1,BOS,AL,24,17,7,5,1,0,0,2,1,0,0,4,,0,0,,1 +stuarma01,1950,1,DET,AL,19,12,2,1,0,0,0,0,0,0,1,1,,0,1,,0 +stuffpa01,1950,1,PHI,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sucheji01,1950,1,BOS,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +suderpe01,1950,1,PHA,AL,77,248,34,61,10,0,8,35,2,2,23,31,,0,3,,8 +surkoma01,1950,1,BSN,NL,9,23,4,10,2,0,1,5,0,,1,3,,0,0,,0 +swiftbo01,1950,1,DET,AL,67,132,14,30,4,0,2,9,0,0,25,6,,0,2,,7 +tappete01,1950,1,CIN,NL,7,5,1,1,0,0,1,1,0,,1,1,,0,0,,0 +taylofr01,1950,1,WS1,AL,6,16,1,2,0,0,0,0,0,0,1,2,,0,0,,0 +tayloha03,1950,1,BOS,AL,3,7,1,2,0,0,0,0,0,0,0,0,,0,0,,0 +tebbebi01,1950,1,BOS,AL,79,268,33,83,10,1,8,45,1,1,29,26,,0,2,,13 +terwiwa01,1950,1,CHN,NL,133,480,63,116,22,3,10,32,13,,43,63,,5,9,,8 +thomale02,1950,1,SLA,AL,35,121,19,24,6,0,1,9,0,1,20,14,,0,7,,4 +thompha02,1950,1,NY1,NL,148,512,82,148,17,6,20,91,8,,83,60,,3,6,,10 +thompjo01,1950,1,PHI,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thomsbo01,1950,1,NY1,NL,149,563,79,142,22,7,25,85,3,,55,45,,5,2,,14 +tiptojo01,1950,1,PHA,AL,64,184,15,49,5,1,6,20,0,0,19,16,,0,2,,3 +torgeea01,1950,1,BSN,NL,156,576,120,167,30,3,23,87,15,,119,69,,1,8,,10 +troutdi01,1950,1,DET,AL,34,63,6,12,1,1,1,10,0,0,6,20,,0,3,,2 +truckvi01,1950,1,DET,AL,7,20,2,3,1,0,0,0,0,0,0,2,,0,0,,0 +tucketh01,1950,1,CLE,AL,57,101,13,18,2,0,1,7,1,0,14,14,,1,0,,0 +turneea01,1950,1,PIT,NL,40,74,10,18,0,0,3,5,1,,4,13,,0,0,,3 +uptonto01,1950,1,SLA,AL,124,389,50,92,5,6,2,30,7,2,52,45,,1,7,,8 +usherbo01,1950,1,CIN,NL,106,321,51,83,17,0,6,35,3,,27,38,,0,5,,9 +valoel01,1950,1,PHA,AL,129,446,62,125,16,5,10,46,12,7,82,22,,7,7,,7 +vancuch01,1950,1,BRO,NL,12,10,0,1,0,0,0,1,0,,0,0,,0,1,,0 +vandejo01,1950,1,CHN,NL,35,16,1,2,0,1,0,0,0,,1,9,,0,0,,0 +vargaan01,1950,1,CHN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +verbaem01,1950,1,CHN,NL,45,37,7,4,1,0,0,1,0,,3,5,,0,3,,0 +verbaem01,1950,2,BSN,NL,4,5,1,0,0,0,0,0,0,,0,0,,0,0,,0 +vernomi01,1950,1,CLE,AL,28,90,8,17,0,0,0,10,2,0,12,10,,0,3,,0 +vernomi01,1950,2,WS1,AL,90,327,47,100,17,3,9,65,6,1,50,29,,4,3,,3 +voisebi01,1950,1,CHN,NL,19,13,0,1,0,0,0,0,0,,0,3,,0,0,,1 +vollmcl01,1950,1,WS1,AL,6,14,4,4,0,0,0,1,1,0,2,3,,0,0,,0 +vollmcl01,1950,2,BOS,AL,57,169,35,48,10,0,7,37,1,0,21,35,,0,0,,5 +wahlke01,1950,1,PHA,AL,89,280,26,72,12,3,2,27,1,1,30,30,,1,7,,9 +waitked01,1950,1,PHI,NL,154,641,102,182,32,5,2,44,3,,55,29,,1,5,,13 +wakefdi01,1950,1,NYA,AL,3,2,0,1,0,0,0,1,0,0,1,1,,0,0,,0 +walkeha01,1950,1,SLN,NL,60,150,17,31,5,0,0,7,0,,18,12,,0,0,,2 +walkeru01,1950,1,CHN,NL,74,213,19,49,7,1,6,16,0,,18,34,,0,0,,3 +wallmu01,1950,1,BSN,NL,1,1,0,0,0,0,0,0,0,,0,1,,0,0,,0 +walshju01,1950,1,PIT,NL,38,6,2,1,1,0,0,1,0,,3,4,,0,0,,0 +waltebu01,1950,1,BSN,NL,1,2,0,0,0,0,0,0,0,,0,0,,0,0,,0 +wardpr01,1950,1,CHN,NL,80,285,31,72,11,2,6,33,3,,27,42,,0,7,,6 +weathro01,1950,1,NY1,NL,52,69,10,18,3,3,0,11,0,,13,10,,0,1,,3 +wehmehe01,1950,1,CIN,NL,54,92,8,14,3,0,0,3,0,,1,19,,0,1,,3 +weikdi01,1950,1,WS1,AL,14,13,0,2,0,0,0,0,0,0,0,3,,0,0,,0 +weikdi01,1950,2,CLE,AL,11,5,0,1,1,0,0,0,0,0,0,4,,0,0,,0 +wellmbo01,1950,1,PHA,AL,11,15,1,5,0,0,1,1,0,0,0,3,,0,0,,0 +weltedi01,1950,1,WS1,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +werlebi01,1950,1,PIT,NL,48,67,4,13,1,1,0,0,0,,6,22,,0,2,,1 +wertzvi01,1950,1,DET,AL,149,559,99,172,37,4,27,123,0,1,91,55,,4,3,,13 +westlwa01,1950,1,PIT,NL,139,477,69,136,15,6,24,95,1,,48,78,,7,2,,15 +westrwe01,1950,1,NY1,NL,140,437,68,103,13,3,23,71,2,,92,73,,2,1,,14 +whiteha01,1950,1,DET,AL,42,33,1,4,2,0,0,1,0,0,0,10,,0,2,,1 +whitmdi01,1950,1,PHI,NL,75,132,21,33,7,0,0,12,1,,10,10,,3,0,,4 +widmaal01,1950,1,SLA,AL,36,67,1,10,2,0,0,4,0,0,3,22,,0,2,,3 +wightbi01,1950,1,CHA,AL,30,61,2,0,0,0,0,2,0,0,4,17,,0,10,,1 +wilkste01,1950,1,SLN,NL,18,4,0,0,0,0,0,0,0,,0,1,,0,0,,0 +willite01,1950,1,BOS,AL,89,334,82,106,24,1,28,97,3,0,82,21,,0,0,,12 +wilsobi02,1950,1,CHA,AL,3,6,0,0,0,0,0,0,0,0,2,2,,0,0,,0 +woodke01,1950,1,SLA,AL,128,369,42,83,24,0,13,62,0,4,38,58,,1,3,,16 +woodlge01,1950,1,NYA,AL,122,449,81,127,20,10,6,60,5,3,70,31,,1,3,,10 +workmha01,1950,1,NYA,AL,2,5,1,1,0,0,0,0,0,0,0,1,,0,0,,0 +wrighto01,1950,1,BOS,AL,54,107,17,34,7,0,0,20,0,0,6,18,,1,1,,2 +wynnea01,1950,1,CLE,AL,39,77,12,18,5,1,2,10,0,0,10,12,,0,4,,1 +wyrosjo01,1950,1,CIN,NL,131,509,70,145,34,5,8,76,1,,52,38,,5,3,,14 +wyseha01,1950,1,PHA,AL,41,59,4,9,0,0,0,4,0,0,1,14,,0,3,,4 +yosted01,1950,1,WS1,AL,155,573,114,169,26,2,11,58,6,6,141,63,,8,9,,13 +yvarssa01,1950,1,NY1,NL,9,14,0,2,0,0,0,0,0,,1,2,,0,0,,0 +zarilal01,1950,1,BOS,AL,130,471,92,153,32,10,9,74,2,3,76,47,,4,5,,5 +zernigu01,1950,1,CHA,AL,143,543,75,152,16,4,29,93,0,2,38,110,,3,0,,16 +zoldasa01,1950,1,CLE,AL,33,16,2,3,0,0,0,2,0,0,2,0,,1,0,,1 +abramca01,1951,1,BRO,NL,67,150,27,42,8,0,3,19,3,2,36,26,,0,0,,5 +adamsbo03,1951,1,CIN,NL,125,403,57,107,12,5,5,24,4,10,43,40,,1,3,,6 +adcocjo01,1951,1,CIN,NL,113,395,40,96,16,4,10,47,1,2,24,29,,1,2,,25 +addisbo01,1951,1,BSN,NL,85,199,23,55,7,0,1,24,3,2,9,10,,0,3,,4 +alomalu01,1951,1,CHA,AL,25,20,2,7,1,0,0,2,0,0,1,5,,0,1,,0 +arftha01,1951,1,SLA,AL,112,345,44,90,16,5,7,42,4,6,41,34,,0,4,,5 +ashburi01,1951,1,PHI,NL,154,643,92,221,31,5,4,63,29,6,50,37,,2,17,,4 +astrojo01,1951,1,PHA,AL,64,187,30,46,10,2,2,19,0,1,18,13,,0,0,,4 +avilabo01,1951,1,CLE,AL,141,542,76,165,21,3,10,58,14,8,60,31,,0,13,,16 +bakerfl01,1951,1,CHA,AL,82,133,24,35,6,1,0,14,0,1,25,12,,0,1,,4 +bambege01,1951,1,NY1,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bankhda01,1951,1,BRO,NL,15,2,3,0,0,0,0,0,0,0,0,1,,0,0,,0 +basgamo01,1951,1,PIT,NL,55,153,15,32,5,2,0,9,0,0,12,14,,1,3,,9 +battsma01,1951,1,BOS,AL,11,29,1,4,1,0,0,2,0,0,1,2,,0,0,,1 +battsma01,1951,2,SLA,AL,79,248,26,75,17,1,5,31,2,0,21,21,,0,5,,9 +bauerha01,1951,1,NYA,AL,118,348,53,103,19,3,10,54,5,2,42,39,,1,3,,10 +baumhfr01,1951,1,CHN,NL,146,560,62,159,28,10,2,50,5,4,49,36,,4,2,,16 +beardge01,1951,1,WS1,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +beardge01,1951,2,DET,AL,37,32,7,6,2,0,2,6,0,0,0,4,,0,1,,0 +beardte01,1951,1,PIT,NL,22,48,7,9,1,0,1,3,0,0,6,14,,1,0,,0 +belarwa01,1951,1,BRO,NL,3,3,1,1,0,1,0,0,0,0,0,2,,0,0,,0 +bellgu01,1951,1,PIT,NL,149,600,80,167,27,12,16,89,1,4,42,41,,4,1,,9 +bensove01,1951,1,SLN,NL,13,46,8,12,3,1,1,7,0,0,6,8,,0,0,,0 +berarjo01,1951,1,SLA,AL,39,119,13,27,7,1,0,13,1,1,17,18,,0,1,,3 +berojo01,1951,1,SLA,AL,61,160,24,34,5,0,5,17,1,1,26,30,,0,3,,3 +berrayo01,1951,1,NYA,AL,141,547,92,161,19,4,27,88,5,4,44,20,,3,0,,16 +berryne01,1951,1,DET,AL,67,157,17,36,5,2,0,9,4,2,10,15,,0,4,,1 +bickfve01,1951,1,BSN,NL,25,52,1,6,1,0,0,4,0,0,2,12,,0,6,,2 +bilkost01,1951,1,SLN,NL,21,72,5,16,4,0,2,12,0,0,9,10,,0,1,,1 +blackew01,1951,1,CIN,NL,39,82,10,24,3,1,1,6,0,0,5,12,,0,2,,1 +blackji01,1951,1,CIN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +blakeed01,1951,1,CIN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bloodji01,1951,1,PHI,NL,21,42,2,6,0,0,0,1,1,0,3,9,,0,1,,2 +bokeldi01,1951,1,SLN,NL,20,14,0,0,0,0,0,0,0,0,0,6,,0,2,,0 +bolgeji01,1951,1,CIN,NL,2,0,1,0,0,0,0,0,1,0,0,0,,0,0,,0 +bollwdo01,1951,1,SLN,NL,6,9,1,1,1,0,0,2,0,0,0,1,,0,0,,0 +boonera01,1951,1,CLE,AL,151,544,65,127,14,1,12,51,5,3,48,36,,5,6,,13 +borkobo01,1951,1,CHN,NL,58,89,9,14,1,0,0,10,0,0,3,16,,0,1,,5 +borowha01,1951,1,DET,AL,26,8,0,0,0,0,0,0,0,0,0,3,,0,0,,0 +boudrlo01,1951,1,BOS,AL,82,273,37,73,18,1,5,47,1,0,30,12,,6,4,,10 +bowmaro01,1951,1,NY1,NL,9,6,0,0,0,0,0,0,0,0,1,1,,0,1,,0 +boydbo01,1951,1,CHA,AL,12,18,3,3,0,1,0,4,0,0,3,3,,0,0,,0 +boyercl01,1951,1,SLN,NL,19,20,5,4,1,0,0,2,0,0,0,9,,0,1,,0 +brancra01,1951,1,BRO,NL,42,63,6,11,1,0,0,4,0,0,2,26,,0,6,,1 +brazlal01,1951,1,SLN,NL,56,46,1,5,0,0,0,2,0,0,0,2,,0,0,,0 +brechha01,1951,1,SLN,NL,24,55,4,12,2,0,1,3,0,0,1,11,,0,1,,2 +brideji01,1951,1,NYA,AL,2,8,1,3,0,0,0,0,0,0,0,1,,0,0,,0 +bridgro01,1951,1,BRO,NL,63,134,13,34,7,0,1,15,0,0,10,10,,0,3,,9 +brisslo01,1951,1,PHA,AL,2,5,0,1,0,0,0,0,0,0,0,1,,0,1,,0 +brisslo01,1951,2,CLE,AL,54,23,2,6,1,0,0,2,0,0,0,1,,0,1,,0 +brittja01,1951,1,PHI,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brownal01,1951,1,WS1,AL,7,1,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +brownbo03,1951,1,NYA,AL,103,313,44,84,15,2,6,51,1,1,47,18,,3,6,,4 +brownha01,1951,1,CHA,AL,4,2,0,2,0,0,0,1,0,0,1,0,,0,0,,0 +brownto02,1951,1,BRO,NL,11,25,2,4,2,0,0,1,0,0,2,4,,0,0,,0 +brownto02,1951,2,PHI,NL,78,196,24,43,2,1,10,32,1,2,15,21,,1,1,,8 +burdele01,1951,1,BSN,NL,3,1,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +burgesm01,1951,1,CHN,NL,94,219,21,55,4,2,2,20,2,0,21,12,,0,0,,10 +burtsmo01,1951,1,PHA,AL,7,3,0,1,0,0,0,0,0,0,0,2,,0,0,,0 +busbyji01,1951,1,CHA,AL,143,477,59,135,15,2,5,68,26,11,40,46,,4,3,,15 +byerlbu01,1951,1,CIN,NL,41,6,0,0,0,0,0,0,0,0,1,1,,0,0,,0 +byrneto01,1951,1,NYA,AL,9,9,2,2,0,0,1,3,0,0,0,2,,0,0,,0 +byrneto01,1951,2,SLA,AL,34,57,7,16,3,0,1,12,0,0,4,8,,0,2,,3 +cabalpu01,1951,1,PHI,NL,84,161,15,30,3,2,1,11,1,2,12,7,,0,0,,6 +cainbo01,1951,1,CHA,AL,4,9,1,3,1,0,0,0,0,0,0,3,,0,0,,0 +cainbo01,1951,2,DET,AL,35,53,9,13,3,0,0,9,0,0,6,9,,0,2,,2 +calvepa01,1951,1,DET,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +camparo01,1951,1,BRO,NL,143,505,90,164,33,1,33,108,1,2,53,51,,4,0,,19 +campofr01,1951,1,WS1,AL,8,26,4,11,3,1,0,3,0,0,0,1,,0,0,,0 +candimi01,1951,1,PHI,NL,15,3,1,1,0,0,0,1,0,0,1,1,,0,0,,0 +carlsdo01,1951,1,PIT,NL,7,16,1,4,0,0,0,1,0,0,0,1,,0,0,,0 +carrach01,1951,1,CHA,AL,147,538,41,142,22,4,2,58,14,4,46,39,,3,8,,13 +castipe01,1951,1,PIT,NL,132,482,62,126,19,4,7,42,2,2,34,28,,1,16,,9 +cavarph01,1951,1,CHN,NL,89,206,24,64,7,1,6,28,0,0,27,28,,1,3,,2 +cervbo01,1951,1,NYA,AL,12,28,4,6,1,0,0,2,0,0,4,6,,0,0,,1 +chakabo01,1951,1,CLE,AL,17,20,1,7,0,0,1,6,0,0,0,2,,0,1,,0 +chambcl01,1951,1,PIT,NL,10,21,1,7,0,0,1,3,0,0,0,3,,0,1,,0 +chambcl01,1951,2,SLN,NL,21,49,3,8,1,0,0,4,0,0,4,13,,0,1,,2 +chapmsa01,1951,1,PHA,AL,18,65,7,11,1,0,0,5,0,0,12,12,,0,1,,2 +chapmsa01,1951,2,CLE,AL,94,246,24,56,9,1,6,36,3,0,27,32,,0,1,,6 +chipmbo01,1951,1,BSN,NL,33,10,0,1,0,0,0,2,0,0,0,6,,0,0,,0 +chitiha01,1951,1,CHN,NL,9,31,1,11,2,0,0,5,0,0,2,2,,0,1,,3 +churcbu01,1951,1,PHI,NL,39,86,8,22,3,0,1,7,0,0,1,16,,0,7,,2 +ciaffla01,1951,1,SLN,NL,5,5,0,0,0,0,0,0,0,0,1,2,,0,0,,0 +clarkal01,1951,1,CLE,AL,3,10,3,3,2,0,1,3,0,0,1,2,,0,0,,0 +clarkal01,1951,2,PHA,AL,56,161,20,40,10,1,4,22,2,0,15,7,,2,1,,6 +clarkme01,1951,1,PHI,NL,10,31,2,10,1,0,1,3,0,1,0,3,,0,0,,0 +coangi01,1951,1,WS1,AL,135,538,85,163,25,7,9,62,8,5,39,62,,6,8,,6 +coleda01,1951,1,BSN,NL,23,17,1,6,1,1,1,6,0,0,0,4,,0,0,,0 +coledi01,1951,1,SLN,NL,15,36,4,7,1,0,0,3,0,0,6,5,,0,0,,0 +coledi01,1951,2,PIT,NL,42,106,9,25,4,0,1,11,0,1,15,9,,0,7,,4 +colemje01,1951,1,NYA,AL,121,362,48,90,11,2,3,43,6,1,31,36,,4,8,,11 +colemjo04,1951,1,PHA,AL,28,27,2,7,3,0,0,5,0,0,2,12,,0,1,,0 +colemra01,1951,1,SLA,AL,91,341,41,96,16,5,5,55,3,4,24,32,,0,2,,10 +colemra01,1951,2,CHA,AL,51,181,21,50,8,7,3,21,2,3,15,14,,0,1,,5 +collijo01,1951,1,NYA,AL,125,262,52,75,8,5,9,48,9,7,34,23,,0,2,,6 +colluja01,1951,1,SLN,NL,3,7,2,3,0,0,0,0,0,0,0,1,,0,0,,0 +combsme01,1951,1,CLE,AL,19,28,2,5,2,0,0,2,0,0,2,3,,0,1,,0 +connoch01,1951,1,CHN,NL,66,201,16,48,5,1,2,18,4,0,12,25,,0,1,,0 +consusa01,1951,1,WS1,AL,40,43,2,10,1,0,0,3,0,0,1,8,,0,3,,2 +coopewa01,1951,1,BSN,NL,109,342,42,107,14,1,18,59,1,1,28,18,,1,1,,10 +corwial01,1951,1,NY1,NL,15,20,1,1,1,0,0,0,0,0,0,6,,0,2,,1 +courtcl01,1951,1,NYA,AL,1,2,0,0,0,0,0,0,0,0,0,1,,1,0,,0 +coxbi02,1951,1,BRO,NL,142,455,62,127,25,4,9,51,5,5,37,30,,2,13,,8 +crimija01,1951,1,SLN,NL,11,3,0,1,0,0,0,0,0,0,0,0,,0,0,,0 +cristle01,1951,1,PHI,NL,10,6,1,1,0,0,0,0,0,0,0,1,,0,1,,0 +cusicja01,1951,1,CHN,NL,65,164,16,29,3,2,2,16,2,1,17,29,,0,4,,4 +darkal01,1951,1,NY1,NL,156,646,114,196,41,7,14,69,12,7,42,39,,6,6,,11 +daughdo01,1951,1,DET,AL,1,1,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +davisto01,1951,1,PHA,AL,11,15,0,1,0,0,0,0,0,0,1,3,,0,0,,1 +delsiji01,1951,1,SLA,AL,131,449,59,112,20,2,8,45,2,9,56,39,,4,3,,16 +demaejo01,1951,1,CHA,AL,56,74,8,15,0,2,1,3,0,4,5,11,,0,0,,1 +demarbi01,1951,1,SLA,AL,1,4,1,1,0,0,0,0,0,0,1,0,,0,0,,0 +dempsco01,1951,1,PIT,NL,3,1,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +dentesa01,1951,1,WS1,AL,88,273,21,65,8,1,0,29,3,0,25,10,,0,3,,12 +dicksmu01,1951,1,PIT,NL,46,110,16,30,2,1,1,8,0,0,1,5,,0,4,,2 +dierich01,1951,1,SLN,NL,64,85,9,22,5,1,0,8,0,1,6,15,,0,0,,1 +dillibo01,1951,1,PIT,NL,12,43,3,10,3,0,0,0,2,0,1,0,,0,0,,4 +dillibo01,1951,2,CHA,AL,89,299,39,90,6,4,0,20,5,5,15,17,,1,5,,6 +dimagdo01,1951,1,BOS,AL,146,639,113,189,34,4,12,72,4,7,73,53,,2,4,,13 +dimagjo01,1951,1,NYA,AL,116,415,72,109,22,4,12,71,0,0,61,36,,6,0,,16 +dipiebo01,1951,1,BOS,AL,4,11,0,1,0,0,0,0,0,0,1,1,,0,0,,1 +dobsojo01,1951,1,CHA,AL,28,46,2,3,1,0,0,1,0,0,0,20,,0,7,,0 +dobyla01,1951,1,CLE,AL,134,447,84,132,27,5,20,69,4,1,101,81,,3,0,,10 +doerrbo01,1951,1,BOS,AL,106,402,60,116,21,2,13,73,2,1,57,33,,1,3,,10 +donnebl01,1951,1,BSN,NL,6,1,0,0,0,0,0,0,0,0,0,0,,0,0,,1 +donovdi01,1951,1,BSN,NL,8,3,1,1,1,0,0,0,0,0,2,1,,0,0,,0 +dorisha01,1951,1,CHA,AL,32,31,2,8,2,0,0,0,0,0,0,3,,0,0,,1 +drewska01,1951,1,PHI,NL,5,8,0,2,0,0,0,0,0,0,1,5,,0,0,,0 +dropowa01,1951,1,BOS,AL,99,360,37,86,14,0,11,57,0,0,38,52,,0,0,,16 +dubiemo01,1951,1,CHN,NL,22,12,0,0,0,0,0,0,0,0,1,4,,0,0,,0 +dusaker01,1951,1,SLN,NL,5,2,1,1,0,0,1,1,0,0,0,1,,0,0,,0 +dusaker01,1951,2,PIT,NL,21,39,6,12,3,0,1,7,0,0,3,11,,0,0,,0 +dyckji01,1951,1,SLA,AL,4,15,1,1,0,0,0,0,0,0,1,1,,0,0,,0 +eastelu01,1951,1,CLE,AL,128,486,65,131,12,5,27,103,0,1,37,71,,9,0,,14 +edwarbr01,1951,1,BRO,NL,17,36,6,9,2,0,1,8,0,0,1,3,,0,0,,1 +edwarbr01,1951,2,CHN,NL,51,141,19,33,9,2,3,17,1,2,16,14,,1,0,,4 +edwarha01,1951,1,BRO,NL,35,31,1,7,3,0,0,3,0,0,4,9,,0,0,,2 +edwarha01,1951,2,CIN,NL,41,127,14,40,9,1,3,20,0,2,13,17,,0,0,,3 +elliobo01,1951,1,BSN,NL,136,480,73,137,29,2,15,70,2,0,65,56,,0,2,,16 +ennisde01,1951,1,PHI,NL,144,532,76,142,20,5,15,73,4,2,68,42,,2,0,,18 +erauted01,1951,1,CIN,NL,30,3,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +erautjo01,1951,1,CHA,AL,16,25,3,4,1,0,0,0,0,0,3,2,,1,0,,3 +erskica01,1951,1,BRO,NL,46,61,6,8,1,0,0,4,0,0,2,9,,0,3,,0 +estocge01,1951,1,BSN,NL,37,7,0,2,0,0,0,0,0,0,1,2,,0,1,,0 +evansal01,1951,1,BOS,AL,12,24,1,3,1,0,0,2,0,0,4,2,,0,0,,0 +evansbi02,1951,1,BOS,AL,9,4,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +eversho01,1951,1,DET,AL,116,393,47,88,15,2,11,46,5,3,40,47,,1,6,,15 +fahrje01,1951,1,CLE,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fainfe01,1951,1,PHA,AL,117,425,63,146,30,3,6,57,0,3,80,20,,3,3,,10 +fannicl01,1951,1,SLA,AL,8,4,0,1,0,0,0,0,0,0,0,1,,0,0,,0 +federal01,1951,1,DET,AL,2,4,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +fellebo01,1951,1,CLE,AL,33,81,10,10,1,0,0,3,0,0,8,36,,0,10,,1 +ferrito01,1951,1,NYA,AL,9,1,0,1,0,0,0,0,0,0,0,0,,0,1,,0 +ferrito01,1951,2,WS1,AL,22,7,1,2,0,0,0,1,0,0,1,2,,0,1,,0 +fisheha01,1951,1,PIT,NL,3,3,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +fitzged01,1951,1,PIT,NL,55,97,8,22,6,0,0,13,1,1,7,10,,1,0,,6 +flowebe01,1951,1,BOS,AL,1,1,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +fondyde01,1951,1,CHN,NL,49,170,23,46,7,2,3,20,5,6,11,20,,1,2,,2 +fowledi01,1951,1,PHA,AL,22,42,2,8,3,0,0,2,0,0,4,6,,0,1,,1 +foxho01,1951,1,CIN,NL,40,70,3,8,2,0,1,1,0,0,2,11,,0,8,,1 +foxne01,1951,1,CHA,AL,147,604,93,189,32,12,4,55,9,12,43,11,,14,20,,7 +frienbo01,1951,1,PIT,NL,34,44,1,4,2,0,0,2,0,0,2,19,,0,1,,1 +furilca01,1951,1,BRO,NL,158,667,93,197,32,4,16,91,8,7,43,33,,7,7,,15 +gaedeed01,1951,1,SLA,AL,1,0,0,0,0,0,0,0,0,0,1,0,,0,0,,0 +garagjo01,1951,1,SLN,NL,27,72,9,14,3,2,2,9,0,0,9,7,,0,1,,3 +garagjo01,1951,2,PIT,NL,72,212,24,54,8,2,9,35,4,1,32,20,,2,3,,4 +garcimi01,1951,1,CLE,AL,47,85,3,18,4,1,1,9,0,1,3,12,,0,9,,2 +garvene01,1951,1,SLA,AL,49,95,8,29,6,1,1,9,0,0,9,9,,0,5,,1 +getteal01,1951,1,NY1,NL,30,12,0,1,0,0,0,0,0,0,0,2,,0,0,,0 +ginsbjo01,1951,1,DET,AL,102,304,44,79,10,2,8,37,0,2,43,21,,2,2,,8 +glavito01,1951,1,SLN,NL,54,104,20,19,4,0,1,4,3,0,26,18,,2,0,,4 +goldsgo01,1951,1,CHA,AL,10,11,4,1,0,0,0,1,0,0,2,2,,0,0,,0 +goliami01,1951,1,PHI,NL,41,138,14,31,2,1,4,15,0,1,9,18,,1,2,,1 +goliami01,1951,2,SLA,AL,5,11,0,2,0,0,0,1,0,0,0,1,,0,2,,0 +goodmbi01,1951,1,BOS,AL,141,546,92,162,34,4,0,50,7,4,79,37,,2,11,,12 +gordosi01,1951,1,BSN,NL,150,550,96,158,28,1,29,109,2,0,80,32,,5,6,,28 +grassmi01,1951,1,WS1,AL,52,175,16,36,3,0,1,14,0,0,14,17,,1,2,,9 +grayte01,1951,1,DET,AL,35,63,3,9,1,0,0,3,0,0,6,27,,0,4,,0 +grimsro01,1951,1,CHA,AL,7,2,0,0,0,0,0,0,0,0,0,1,,0,1,,0 +gromest01,1951,1,CLE,AL,27,27,2,8,1,0,0,2,0,0,5,8,,0,1,,1 +grothjo01,1951,1,DET,AL,118,428,41,128,29,1,3,49,1,1,31,32,,2,4,,16 +guerrmi01,1951,1,BOS,AL,10,32,1,5,0,0,0,2,1,0,6,5,,0,1,,3 +guerrmi01,1951,2,WS1,AL,72,214,20,43,2,1,1,20,4,4,16,18,,0,1,,5 +gumpera01,1951,1,CHA,AL,37,45,5,15,1,0,0,9,0,0,2,9,,0,4,,1 +haasbe01,1951,1,CHA,AL,23,43,1,7,0,1,1,2,0,0,5,4,,0,0,,1 +habenbo01,1951,1,SLN,NL,3,1,1,0,0,0,0,0,0,0,1,1,,0,0,,0 +hackewa02,1951,1,CHN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hairssa01,1951,1,CHA,AL,4,5,1,2,1,0,0,1,0,0,2,0,,0,0,,0 +hamnegr01,1951,1,PHI,NL,150,589,61,150,23,7,9,72,10,5,29,32,,0,7,,20 +hansean01,1951,1,PHI,NL,24,3,1,1,1,0,0,0,0,0,1,1,,0,0,,0 +hansedo01,1951,1,CLE,AL,3,0,2,0,0,0,0,0,0,0,0,0,,0,0,,0 +hardyre01,1951,1,NY1,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +harribu02,1951,1,PHA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +harribu02,1951,2,CLE,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +harrimi01,1951,1,WS1,AL,41,16,1,3,1,0,0,0,0,0,2,5,,0,1,,2 +hartsro01,1951,1,BSN,NL,120,450,63,122,11,2,6,31,7,2,41,73,,1,5,,5 +hartucl01,1951,1,NY1,NL,21,44,4,9,1,0,0,2,0,0,1,9,,0,0,,2 +hatfifr01,1951,1,BOS,AL,80,163,23,28,4,2,2,14,1,0,22,27,,1,1,,1 +hattejo01,1951,1,BRO,NL,11,15,1,2,0,0,0,1,0,1,0,4,,0,1,,0 +hattejo01,1951,2,CHN,NL,23,17,0,4,0,0,0,1,0,0,0,4,,0,1,,2 +hattogr01,1951,1,CIN,NL,96,331,41,84,9,3,4,37,4,2,33,32,,0,2,,4 +haugsph01,1951,1,BRO,NL,21,1,0,0,0,0,0,0,0,0,1,1,,0,0,,0 +hawesro01,1951,1,WS1,AL,3,6,0,1,0,0,0,0,0,0,0,1,,0,0,,0 +haynejo01,1951,1,WS1,AL,26,21,3,7,0,0,1,4,0,0,1,3,,0,1,,1 +hearnji01,1951,1,NY1,NL,34,74,7,12,0,0,1,6,0,0,4,29,,0,9,,0 +heganji01,1951,1,CLE,AL,133,416,60,99,17,5,6,43,0,3,38,72,,0,3,,6 +heintke01,1951,1,PHI,NL,35,28,1,3,0,0,0,2,0,0,1,6,,0,3,,1 +hemusso01,1951,1,SLN,NL,120,420,68,118,18,9,2,32,7,7,75,31,,4,8,,6 +herbera01,1951,1,DET,AL,5,4,0,0,0,0,0,0,0,0,1,1,,0,0,,0 +hermage01,1951,1,BRO,NL,31,80,8,20,4,0,1,5,0,2,10,12,,0,0,,2 +hermage01,1951,2,CHN,NL,75,231,28,65,12,1,3,20,3,0,35,30,,4,1,,6 +herrebo01,1951,1,SLA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hillefr01,1951,1,CHN,NL,24,48,4,6,0,0,0,2,1,0,1,9,,0,1,,0 +hinripa01,1951,1,BOS,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hisneha01,1951,1,BOS,AL,1,2,0,1,0,0,0,0,0,0,0,0,,0,0,,0 +hitchbi01,1951,1,PHA,AL,77,222,27,68,10,4,1,36,2,0,21,23,,2,4,,2 +hoderme01,1951,1,BOS,AL,9,14,1,5,1,1,0,1,0,1,6,2,,0,1,,1 +hodgegi01,1951,1,BRO,NL,158,582,118,156,25,3,40,103,9,7,93,99,,5,1,,13 +hoguebo01,1951,1,BSN,NL,3,2,0,1,0,0,0,2,0,0,0,1,,0,0,,0 +hoguebo01,1951,2,SLA,AL,18,3,2,2,0,0,0,0,0,0,2,0,,0,0,,0 +hoguebo01,1951,3,NYA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +holcoke01,1951,1,CHA,AL,28,44,5,11,1,0,0,3,0,0,3,16,,0,10,,1 +hollmst01,1951,1,PHI,NL,2,2,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +holmeto01,1951,1,BSN,NL,27,29,1,5,2,0,0,5,0,0,3,4,,0,0,,0 +hoopebo01,1951,1,PHA,AL,38,72,8,15,3,0,1,8,0,0,1,19,,0,2,,1 +hoppjo01,1951,1,NYA,AL,46,63,10,13,1,0,2,4,2,0,9,11,,0,1,,0 +houkra01,1951,1,NYA,AL,3,5,0,1,0,0,0,2,0,0,0,1,,0,0,,0 +housefr03,1951,1,DET,AL,18,41,3,9,2,0,1,4,1,1,6,2,,0,1,,3 +howeldi02,1951,1,CIN,NL,77,207,22,52,6,1,2,18,0,2,15,34,,0,0,,3 +howerbi01,1951,1,SLN,NL,24,65,10,17,4,1,1,4,0,1,10,12,,0,0,,2 +howerbi01,1951,2,PIT,NL,80,219,29,60,12,2,11,37,1,0,26,44,,0,1,,9 +hudsosi01,1951,1,WS1,AL,24,44,6,12,0,0,0,2,0,0,5,3,,0,1,,3 +hutchfr01,1951,1,DET,AL,47,85,7,16,2,0,0,7,0,1,7,4,,0,2,,2 +irvinmo01,1951,1,NY1,NL,151,558,94,174,19,11,24,121,12,2,89,44,,9,1,,15 +jacksra01,1951,1,CHN,NL,145,557,78,153,24,6,16,76,14,3,47,44,,1,4,,21 +jansela01,1951,1,NY1,NL,39,96,5,9,0,0,0,5,0,0,7,33,,0,12,,2 +jeffcha01,1951,1,CHN,NL,113,278,44,76,20,2,4,27,8,4,16,23,,1,4,,5 +jennibi01,1951,1,SLA,AL,64,195,20,35,10,2,0,13,1,0,26,42,,0,3,,4 +jenseja01,1951,1,NYA,AL,56,168,30,50,8,1,8,25,8,2,18,18,,1,1,,1 +jethrsa01,1951,1,BSN,NL,148,572,101,160,29,10,18,65,35,5,57,88,,11,4,,7 +johnsbi03,1951,1,NYA,AL,15,40,5,12,3,0,0,4,0,1,7,0,,0,1,,2 +johnsbi03,1951,2,SLN,NL,124,442,52,116,23,1,14,64,5,3,46,49,,6,8,,12 +johnsdo03,1951,1,SLA,AL,6,3,0,1,0,0,0,1,0,0,0,1,,0,1,,0 +johnsdo03,1951,2,WS1,AL,21,47,1,4,1,0,0,4,0,0,1,11,,0,6,,0 +johnsea01,1951,1,DET,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnske01,1951,1,PHI,NL,36,35,7,5,0,0,0,3,1,0,1,11,,0,1,,0 +jonesni01,1951,1,SLN,NL,80,300,20,79,12,0,3,41,1,2,9,13,,1,2,,13 +jonessa02,1951,1,CLE,AL,2,2,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +jonessh01,1951,1,NY1,NL,41,31,1,3,1,1,0,1,0,0,1,6,,0,0,,0 +joneswi01,1951,1,PHI,NL,148,564,79,161,28,5,22,81,6,2,60,47,,4,19,,9 +joosted01,1951,1,PHA,AL,140,553,107,160,28,5,19,78,10,8,106,70,,6,2,,6 +jordani01,1951,1,PHI,NL,5,13,1,1,0,0,0,1,0,0,1,4,,0,0,,0 +jorgesp01,1951,1,NY1,NL,28,51,5,12,0,0,2,8,0,0,3,2,,1,1,,0 +judsoho01,1951,1,CHA,AL,27,33,0,4,0,0,0,1,0,0,2,14,,0,5,,1 +kazaked01,1951,1,SLN,NL,11,33,2,6,2,0,0,4,0,0,5,5,,0,0,,1 +kellech01,1951,1,DET,AL,54,62,6,16,2,0,3,21,0,0,11,12,,0,1,,0 +kellge01,1951,1,DET,AL,147,598,92,191,36,3,2,59,10,3,61,18,,4,11,,13 +kellnal01,1951,1,PHA,AL,33,79,5,18,3,0,0,9,0,0,1,13,,0,2,,3 +kellybo01,1951,1,CHN,NL,35,31,1,5,0,0,0,0,0,0,1,8,,0,3,,0 +kennebi02,1951,1,SLA,AL,19,16,0,2,0,0,0,1,0,0,0,8,,0,0,,0 +kennebo01,1951,1,CLE,AL,108,321,30,79,15,4,7,29,4,2,34,33,,1,3,,13 +kennemo01,1951,1,NY1,NL,29,15,0,3,1,0,0,1,0,0,0,5,,0,3,,0 +kerrbu01,1951,1,BSN,NL,69,172,18,32,4,0,1,18,0,0,22,20,,1,5,,2 +kielyle01,1951,1,BOS,AL,18,35,1,5,0,0,0,4,0,0,7,9,,0,0,,2 +kindeel01,1951,1,BOS,AL,63,34,1,4,1,0,0,2,0,0,1,16,,0,0,,0 +kinerra01,1951,1,PIT,NL,151,531,124,164,31,6,42,109,2,1,137,57,,2,0,,10 +kingcl01,1951,1,BRO,NL,48,29,4,4,0,1,0,1,0,0,2,7,,1,4,,0 +kleinlo01,1951,1,CLE,AL,2,2,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +kleinlo01,1951,2,PHA,AL,49,144,22,33,7,0,5,17,0,0,10,12,,0,2,,4 +klippjo01,1951,1,CHN,NL,35,37,1,4,0,0,1,4,0,0,0,12,,0,0,,2 +kluszte01,1951,1,CIN,NL,154,607,74,157,35,2,13,77,6,2,35,33,,2,0,,16 +kluttcl01,1951,1,SLA,AL,4,4,2,2,1,0,0,1,0,0,1,0,,0,0,,0 +kluttcl01,1951,2,WS1,AL,53,159,15,49,9,0,1,22,0,0,20,8,,1,0,,2 +kollodo01,1951,1,DET,AL,78,212,28,54,7,0,1,17,2,3,15,12,,1,4,,7 +konikal01,1951,1,NY1,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +konstji01,1951,1,PHI,NL,58,19,0,3,1,0,0,0,0,0,0,5,,0,3,,0 +koskibi01,1951,1,PIT,NL,13,4,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +kosloda01,1951,1,NY1,NL,39,50,1,5,1,0,0,1,1,1,6,18,,0,0,,1 +krameja01,1951,1,NY1,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +krameja01,1951,2,NYA,AL,19,10,0,1,0,0,0,0,0,0,2,2,,0,0,,0 +kretllo01,1951,1,CHA,AL,26,48,1,4,0,0,0,5,0,0,2,24,,0,1,,1 +kriegku01,1951,1,SLN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kryhodi01,1951,1,DET,AL,119,421,58,121,19,4,12,57,1,2,28,29,,2,4,,12 +kucabjo01,1951,1,PHA,AL,30,16,2,0,0,0,0,1,0,0,4,4,,0,0,,0 +kuzavbo01,1951,1,WS1,AL,8,17,2,3,0,0,0,0,0,0,3,2,,0,0,,0 +kuzavbo01,1951,2,NYA,AL,24,22,4,3,1,0,0,2,0,0,5,10,,0,0,,0 +labincl01,1951,1,BRO,NL,14,21,3,3,0,0,0,3,0,0,1,5,,0,0,,2 +landrho01,1951,1,CIN,NL,4,13,3,5,1,0,0,0,0,0,1,1,,0,0,,0 +laniema01,1951,1,SLN,NL,31,53,2,8,0,0,0,1,0,0,1,5,,0,3,,1 +lapalpa01,1951,1,PIT,NL,22,10,2,1,0,0,0,0,0,0,2,2,,0,0,,0 +lawve01,1951,1,PIT,NL,28,32,5,11,2,1,1,4,0,0,3,6,,0,3,,0 +lehnepa01,1951,1,PHA,AL,9,28,1,4,1,0,0,1,0,0,1,1,,0,1,,3 +lehnepa01,1951,2,CHA,AL,23,72,9,15,3,1,0,3,0,0,10,4,,0,2,,0 +lehnepa01,1951,3,SLA,AL,21,67,2,9,5,0,1,2,0,1,6,5,,0,2,,2 +lehnepa01,1951,4,CLE,AL,12,13,2,3,0,0,0,1,0,0,1,2,,0,0,,0 +lemonbo01,1951,1,CLE,AL,56,102,11,21,4,1,3,13,0,0,9,22,,0,1,,1 +lenhado01,1951,1,SLA,AL,31,103,9,27,3,0,5,18,1,0,6,13,,0,0,,1 +lenhado01,1951,2,CHA,AL,64,199,23,53,9,1,10,45,1,1,24,25,,2,2,,3 +leonadu02,1951,1,CHN,NL,41,21,1,0,0,0,0,1,0,0,0,5,,0,1,,0 +lewanda01,1951,1,SLN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +limmelo01,1951,1,PHA,AL,94,214,25,34,9,1,5,30,1,0,28,40,,0,5,,4 +liponjo01,1951,1,DET,AL,129,487,56,129,15,1,0,38,7,6,49,27,,2,11,,7 +littldi01,1951,1,CHA,AL,4,1,0,0,0,0,0,0,0,0,2,0,,0,0,,0 +litwhda01,1951,1,CIN,NL,12,29,3,8,1,0,2,3,0,0,2,5,,0,0,,0 +livinmi01,1951,1,BRO,NL,2,5,0,2,0,0,0,2,0,0,1,0,,0,1,,0 +lockmwh01,1951,1,NY1,NL,153,614,85,173,27,7,12,73,4,5,50,32,,3,6,,17 +loganjo01,1951,1,BSN,NL,62,169,14,37,7,1,0,16,0,0,18,13,,1,5,,6 +lohrkja01,1951,1,NY1,NL,23,40,3,8,0,0,1,3,0,0,10,2,,0,1,,3 +lollash01,1951,1,SLA,AL,98,310,44,78,21,0,8,44,1,0,43,26,,4,2,,20 +longda02,1951,1,PIT,NL,10,12,1,2,0,0,1,1,0,0,0,3,,0,0,,0 +longda02,1951,2,SLA,AL,34,105,11,25,5,1,2,11,0,0,10,22,,1,0,,1 +lopated01,1951,1,NYA,AL,31,84,7,15,1,0,3,9,0,1,7,10,,0,4,,5 +lopatst01,1951,1,PHI,NL,3,5,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +lowntu01,1951,1,CHN,NL,31,39,4,8,1,0,0,1,0,0,4,5,,0,2,,2 +lowrepe01,1951,1,SLN,NL,114,370,52,112,19,5,5,40,0,1,35,12,,2,12,,12 +lutzjo01,1951,1,SLA,AL,14,36,7,6,0,1,0,2,0,0,6,9,,0,0,,0 +maddecl01,1951,1,CLE,AL,11,12,0,2,0,0,0,0,0,0,0,1,,0,0,,0 +maglisa01,1951,1,NY1,NL,42,112,9,17,1,0,1,5,0,0,1,22,,0,9,,2 +maguija01,1951,1,NY1,NL,16,20,6,8,1,1,1,4,0,0,2,2,,0,0,,0 +maguija01,1951,2,PIT,NL,8,5,1,0,0,0,0,0,0,0,1,0,,0,0,,0 +maguija01,1951,3,SLA,AL,41,127,15,31,2,1,1,14,1,0,12,21,,0,1,,5 +mahonbo01,1951,1,CHA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mahonbo01,1951,2,SLA,AL,30,18,3,4,0,0,0,2,0,0,2,9,,0,1,,0 +majesha01,1951,1,CHA,AL,12,35,4,9,4,0,0,6,0,0,1,0,,0,0,,1 +majesha01,1951,2,PHA,AL,89,323,41,92,19,4,5,42,1,2,35,24,,2,4,,9 +mantlmi01,1951,1,NYA,AL,96,341,61,91,11,5,13,65,8,7,43,74,,0,2,,3 +mapescl01,1951,1,NYA,AL,45,51,6,11,3,1,2,8,0,0,4,14,,0,0,,1 +mapescl01,1951,2,SLA,AL,56,201,32,55,7,2,7,30,0,1,26,33,,1,1,,6 +markedu01,1951,1,SLA,AL,5,6,1,1,1,0,0,0,0,0,0,1,,0,0,,0 +marlodi01,1951,1,DET,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +marqulu01,1951,1,BSN,NL,68,122,19,24,5,1,0,11,4,4,10,20,,3,3,,2 +marreco01,1951,1,WS1,AL,25,61,7,10,0,0,0,2,0,0,7,15,,0,3,,2 +marshfr01,1951,1,SLA,AL,130,445,44,108,21,4,4,43,4,4,36,56,,0,2,,9 +marshwi01,1951,1,BSN,NL,136,469,65,132,24,7,11,62,0,3,48,18,,2,4,,18 +martibi02,1951,1,NYA,AL,51,58,10,15,1,2,0,2,0,1,4,9,,2,1,,5 +martimo01,1951,1,PHA,AL,35,50,12,11,0,0,0,4,0,0,3,11,,0,4,,0 +masiph01,1951,1,CHA,AL,84,225,24,61,11,2,4,28,1,0,32,27,,2,3,,7 +mastewa02,1951,1,BOS,AL,30,11,2,2,0,0,0,1,0,0,0,5,,0,1,,0 +mauchge01,1951,1,BSN,NL,19,20,5,2,0,0,0,1,0,0,7,4,,0,1,,0 +mauroca01,1951,1,CHN,NL,13,29,3,5,1,0,0,3,0,0,2,6,,1,0,,0 +maxwech01,1951,1,BOS,AL,49,80,8,15,1,0,3,12,0,1,9,18,,0,0,,1 +mayoja01,1951,1,PHI,NL,9,7,1,1,0,0,0,0,0,0,0,0,,0,0,,0 +mayswi01,1951,1,NY1,NL,121,464,59,127,22,5,20,68,7,4,57,60,,2,1,,11 +mccormi02,1951,1,WS1,AL,81,243,31,70,9,3,1,23,1,2,29,20,,0,0,,15 +mccosba01,1951,1,PHA,AL,12,27,4,8,2,0,1,1,0,0,3,4,,0,0,,0 +mccosba01,1951,2,CIN,NL,25,50,2,16,2,1,1,11,0,0,4,2,,0,1,,0 +mccosba01,1951,3,CLE,AL,31,61,8,13,3,0,0,2,1,0,8,5,,0,0,,2 +mcculcl01,1951,1,PIT,NL,92,259,26,77,9,2,8,39,2,0,27,31,,1,3,,13 +mcdermi03,1951,1,BOS,AL,43,66,8,18,1,1,1,6,0,1,3,14,,1,1,,3 +mcdonji04,1951,1,SLA,AL,17,29,1,6,1,1,0,3,0,0,1,7,,0,1,,0 +mcdougi01,1951,1,NYA,AL,131,402,72,123,23,4,14,63,14,5,56,54,,4,11,,12 +mclelwa01,1951,1,DET,AL,6,1,0,0,0,0,0,0,0,0,0,0,,0,1,,0 +mclisca01,1951,1,CHN,NL,31,42,2,5,0,1,0,1,0,0,3,20,,0,0,,1 +mcmilro01,1951,1,CIN,NL,85,199,21,42,4,0,1,8,0,0,17,26,,0,5,,2 +medliir01,1951,1,SLA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +meekssa01,1951,1,CIN,NL,23,35,4,8,0,0,0,2,1,0,0,4,,0,0,,2 +melesa01,1951,1,WS1,AL,143,558,58,153,36,7,5,94,2,3,32,31,,1,3,,22 +merrill01,1951,1,CIN,NL,114,359,34,87,23,2,5,36,8,4,31,34,,0,2,,4 +mersoja01,1951,1,PIT,NL,13,50,6,18,2,2,1,14,0,0,1,7,,0,1,,0 +metkoca01,1951,1,PIT,NL,120,423,51,124,21,3,3,40,3,2,28,23,,1,3,,11 +meyerru01,1951,1,PHI,NL,28,48,4,5,0,0,0,4,0,0,3,8,,0,13,,1 +michaca01,1951,1,WS1,AL,138,485,59,125,20,4,4,45,1,1,61,41,,1,2,,15 +miksied01,1951,1,BRO,NL,19,10,6,2,1,0,0,0,0,0,1,2,,1,0,,0 +miksied01,1951,2,CHN,NL,102,421,48,112,13,3,4,35,11,5,33,36,,0,7,,10 +millebo02,1951,1,PHI,NL,17,7,1,3,0,0,0,0,0,0,0,2,,0,0,,0 +minnepa01,1951,1,CHN,NL,36,71,8,18,4,0,1,6,0,0,5,10,,0,2,,2 +minosmi01,1951,1,CLE,AL,8,14,3,6,2,0,0,2,0,0,1,1,,2,0,,0 +minosmi01,1951,2,CHA,AL,138,516,109,167,32,14,10,74,31,10,71,41,,14,4,,12 +miranwi01,1951,1,WS1,AL,7,9,2,4,0,0,0,0,0,0,0,0,,0,0,,0 +mitchda01,1951,1,CLE,AL,134,510,83,148,21,7,11,62,7,7,53,16,,1,6,,8 +mizejo01,1951,1,NYA,AL,113,332,37,86,14,1,10,49,1,0,36,24,,4,0,,7 +morenju01,1951,1,WS1,AL,31,40,3,7,2,0,0,2,0,0,1,10,,0,3,,2 +morgato01,1951,1,NYA,AL,27,44,6,12,2,0,1,3,0,0,0,3,,0,1,,3 +moseswa01,1951,1,PHA,AL,70,136,17,26,6,0,0,9,2,2,21,9,,1,0,,5 +mossle01,1951,1,SLA,AL,16,47,5,8,2,0,1,7,0,0,6,8,,0,0,,3 +mossle01,1951,2,BOS,AL,71,202,18,40,6,0,3,26,0,0,25,34,,1,4,,9 +mossoea01,1951,1,BRO,NL,3,1,0,1,0,0,0,0,0,0,0,0,,0,0,,0 +muelldo01,1951,1,NY1,NL,122,469,58,130,10,7,16,69,1,1,19,13,,1,4,,4 +muellra01,1951,1,BSN,NL,28,70,8,11,2,0,1,9,0,0,7,11,,0,2,,3 +muirjo01,1951,1,PIT,NL,9,1,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +mullipa01,1951,1,DET,AL,110,295,41,83,11,6,12,51,2,2,40,38,,0,1,,3 +muncrbo01,1951,1,NYA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mungere01,1951,1,SLN,NL,23,29,2,5,1,0,0,2,0,0,1,4,,0,1,,0 +murrara01,1951,1,CLE,AL,1,1,0,1,0,0,0,1,0,0,0,0,,0,0,,0 +murrara01,1951,2,PHA,AL,40,122,10,26,6,0,0,13,0,0,14,8,,0,2,,5 +murtada01,1951,1,PIT,NL,77,151,9,30,7,0,1,11,0,0,16,19,,2,2,,6 +musiast01,1951,1,SLN,NL,152,578,124,205,30,12,32,108,4,5,98,40,,1,1,,6 +naragha01,1951,1,CLE,AL,3,8,0,2,0,0,0,0,0,0,1,0,,1,0,,0 +nelsoro01,1951,1,SLN,NL,9,18,3,4,1,0,0,1,0,0,1,0,,0,0,,1 +nelsoro01,1951,2,PIT,NL,71,195,29,52,7,4,1,14,1,1,10,7,,0,2,,5 +nelsoro01,1951,3,CHA,AL,6,5,0,0,0,0,0,0,0,0,1,0,,0,0,,0 +neveler01,1951,1,NYA,AL,1,1,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +newcodo01,1951,1,BRO,NL,40,103,11,23,3,1,0,8,0,0,8,9,,1,2,,0 +newhoha01,1951,1,DET,AL,17,29,4,9,0,0,0,3,0,0,5,3,,0,4,,2 +niarhgu01,1951,1,CHA,AL,66,168,27,43,6,0,1,10,4,3,47,9,,0,2,,5 +nichobi01,1951,1,PHI,NL,85,170,23,41,9,2,8,30,0,1,25,24,,1,0,,1 +nichoch02,1951,1,BSN,NL,33,51,2,7,0,0,0,1,0,0,0,18,,0,4,,0 +nielsmi01,1951,1,CLE,AL,16,6,1,0,0,0,0,0,0,0,1,1,,0,0,,0 +niemabo01,1951,1,SLA,AL,12,43,6,16,3,1,2,8,0,0,3,5,,0,1,,1 +nixonwi01,1951,1,BOS,AL,34,45,7,13,3,0,1,8,0,0,3,9,,0,1,,3 +noblera01,1951,1,NY1,NL,55,141,16,33,6,0,5,26,0,0,6,26,,0,1,,6 +norenir01,1951,1,WS1,AL,129,509,82,142,33,5,8,86,10,7,51,35,,0,4,,14 +okriele01,1951,1,WS1,AL,5,8,1,1,1,0,0,0,0,0,2,1,,0,1,,0 +olmolu01,1951,1,BSN,NL,21,56,4,11,1,1,0,4,0,1,4,4,,0,0,,0 +olsonka01,1951,1,BOS,AL,5,10,0,1,0,0,0,0,0,0,0,3,,0,1,,1 +ostrojo02,1951,1,NYA,AL,34,28,2,3,0,0,0,1,0,0,3,7,,0,0,,1 +overmst01,1951,1,SLA,AL,8,14,0,1,1,0,0,0,0,0,3,2,,0,3,,2 +overmst01,1951,2,NYA,AL,15,7,0,1,0,0,0,0,0,0,2,0,,0,0,,0 +owenmi01,1951,1,CHN,NL,58,125,10,23,6,0,0,15,1,0,19,13,,0,2,,4 +pafkoan01,1951,1,CHN,NL,49,178,26,47,5,3,12,35,1,1,17,10,,4,0,,6 +pafkoan01,1951,2,BRO,NL,84,277,42,69,11,0,18,58,1,4,35,27,,8,0,,8 +paigesa01,1951,1,SLA,AL,23,16,1,2,0,0,0,0,0,0,0,3,,0,1,,2 +paineph01,1951,1,BSN,NL,21,4,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +palicer01,1951,1,BRO,NL,20,13,1,2,0,0,0,0,0,0,2,5,,0,1,,0 +parneme01,1951,1,BOS,AL,37,81,12,25,1,1,0,5,0,0,7,10,,0,4,,1 +pellaed01,1951,1,PHI,NL,86,197,31,46,4,5,5,30,5,1,23,25,,4,2,,5 +perkoha01,1951,1,CIN,NL,37,25,0,1,0,0,0,0,0,0,0,6,,0,3,,0 +peskyjo01,1951,1,BOS,AL,131,480,93,150,20,6,3,41,2,2,84,15,,2,7,,10 +peterke01,1951,1,CIN,NL,9,1,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +pettipa01,1951,1,PIT,NL,2,1,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +phillda01,1951,1,CHA,AL,7,25,0,6,2,0,0,2,0,0,2,3,,0,0,,1 +phillda01,1951,2,PHA,AL,125,468,71,123,18,7,7,59,9,6,63,38,,3,4,,4 +phillja02,1951,1,PIT,NL,70,156,12,37,7,3,0,12,1,2,15,17,,0,3,,5 +piercbi02,1951,1,CHA,AL,39,79,10,16,1,0,0,3,0,1,9,17,,0,5,,2 +pilledu01,1951,1,SLA,AL,41,59,3,8,0,0,0,1,0,0,6,12,,0,6,,3 +podbibu01,1951,1,BRO,NL,27,23,1,7,0,0,0,2,0,0,0,2,,0,0,,0 +poholto01,1951,1,SLN,NL,38,67,5,14,1,0,0,3,1,0,1,14,,0,6,,2 +polleho01,1951,1,SLN,NL,6,1,1,0,0,0,0,0,0,0,3,1,,0,0,,0 +polleho01,1951,2,PIT,NL,21,36,3,5,0,0,0,1,0,0,5,12,,0,4,,0 +portebo01,1951,1,NYA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +portebo01,1951,2,WS1,AL,19,46,3,6,0,0,0,2,0,0,2,12,,1,0,,2 +porteda01,1951,1,WS1,AL,13,19,2,4,0,0,0,0,0,0,2,4,,0,0,,0 +posselo01,1951,1,PHI,NL,2,1,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +postwa01,1951,1,CIN,NL,15,41,6,9,3,0,1,7,0,0,3,4,,0,0,,2 +pramejo01,1951,1,CIN,NL,72,227,12,52,5,2,6,22,0,0,5,17,,0,2,,7 +preskjo01,1951,1,SLN,NL,15,37,2,6,1,0,0,1,0,0,0,5,,0,0,,1 +priddje01,1951,1,DET,AL,154,584,73,152,22,6,8,57,4,3,69,73,,0,12,,18 +queenme01,1951,1,PIT,NL,39,47,4,5,0,0,0,1,0,0,1,8,,0,6,,1 +raffeke01,1951,1,CIN,NL,42,82,4,10,2,0,0,0,0,0,4,31,,0,6,,2 +ramazbo01,1951,1,CHN,NL,73,158,13,39,5,2,1,15,0,0,10,23,,0,2,,4 +ramsdwi01,1951,1,CIN,NL,31,58,4,9,1,0,0,1,0,0,2,15,,0,5,,2 +rappea01,1951,1,NY1,NL,13,11,0,1,0,0,0,1,0,0,2,3,,0,0,,1 +rappea01,1951,2,SLA,AL,26,98,14,32,5,3,2,14,1,0,11,11,,0,1,,1 +raschvi01,1951,1,NYA,AL,35,85,5,15,2,0,0,5,0,0,6,24,,0,13,,5 +reesepe01,1951,1,BRO,NL,154,616,94,176,20,8,10,84,20,14,81,57,,2,12,,19 +reisepe01,1951,1,PIT,NL,74,140,22,38,9,3,2,13,4,2,27,20,,0,0,,2 +restedi01,1951,1,PIT,NL,21,38,1,7,1,0,1,3,0,0,2,4,,0,0,,0 +reynoal01,1951,1,NYA,AL,43,76,8,14,3,0,0,11,1,0,7,18,,2,5,,2 +ricede01,1951,1,SLN,NL,122,374,34,94,13,1,9,47,0,0,34,26,,3,8,,11 +riceha02,1951,1,SLN,NL,69,236,20,60,12,1,4,38,0,1,24,22,,0,0,,8 +richafr01,1951,1,CHN,NL,10,27,1,8,2,0,0,4,0,0,2,3,,0,1,,0 +richmdo01,1951,1,SLN,NL,12,34,3,3,1,0,1,4,0,1,3,3,,0,0,,1 +richtal01,1951,1,BOS,AL,5,11,1,1,0,0,0,0,0,0,3,0,,0,0,,3 +rignebi01,1951,1,NY1,NL,44,69,9,16,2,0,4,9,0,1,8,7,,1,2,,0 +rizzuph01,1951,1,NYA,AL,144,540,87,148,21,6,2,43,18,3,58,27,,5,26,,10 +roberro01,1951,1,PHI,NL,44,87,8,15,2,0,0,4,2,0,20,27,,1,14,,0 +robersh01,1951,1,WS1,AL,62,111,14,21,2,1,1,10,2,1,9,22,,1,1,,1 +robinaa01,1951,1,DET,AL,36,82,3,17,6,0,0,9,0,0,17,9,,0,0,,4 +robinaa01,1951,2,BOS,AL,26,74,9,15,1,1,2,7,0,0,17,10,,0,0,,1 +robined01,1951,1,CHA,AL,151,564,85,159,23,5,29,117,2,5,77,54,,3,5,,11 +robinja02,1951,1,BRO,NL,153,548,106,185,33,7,19,88,25,8,79,27,,9,6,,10 +roepr01,1951,1,BRO,NL,34,89,3,10,0,0,0,7,0,0,2,36,,0,9,,2 +rogovsa01,1951,1,DET,AL,5,7,2,2,2,0,0,2,0,0,1,1,,0,0,,0 +rogovsa01,1951,2,CHA,AL,24,74,7,15,3,0,0,0,1,0,5,8,,0,0,,1 +rojekst01,1951,1,PIT,NL,8,16,0,3,0,0,0,0,0,0,0,1,,0,1,,0 +rojekst01,1951,2,SLN,NL,51,186,21,51,7,3,0,14,0,3,10,10,,2,4,,7 +rosarbu01,1951,1,BOS,AL,58,170,11,39,7,0,1,13,0,0,19,14,,0,2,,3 +rosenal01,1951,1,CLE,AL,154,573,82,152,30,1,24,102,7,5,85,71,,2,1,,14 +rossbo01,1951,1,WS1,AL,11,9,0,1,1,0,0,2,0,0,1,2,,0,0,,0 +rotblma01,1951,1,CHA,AL,26,9,0,0,0,0,0,0,0,0,0,4,,0,2,,0 +rozekdi01,1951,1,CLE,AL,7,3,0,1,0,0,0,0,0,0,0,2,,0,0,,0 +runnepe01,1951,1,WS1,AL,78,273,31,76,12,2,0,25,0,3,31,24,,1,2,,5 +rushbo01,1951,1,CHN,NL,37,68,5,13,2,0,0,2,0,0,1,20,,0,4,,3 +russeji01,1951,1,BRO,NL,16,13,2,0,0,0,0,0,0,0,4,6,,1,0,,2 +ryanco01,1951,1,CIN,NL,136,473,75,112,17,4,16,53,11,6,79,72,,3,5,,13 +sackafr01,1951,1,WS1,AL,7,16,1,4,0,0,0,3,0,0,0,5,,0,0,,0 +saffeto01,1951,1,PIT,NL,49,65,11,13,0,0,1,5,1,1,5,18,,0,1,,1 +sainjo01,1951,1,BSN,NL,26,52,4,11,2,0,1,4,0,0,1,3,,1,4,,6 +sainjo01,1951,2,NYA,AL,7,14,3,4,1,0,0,0,0,0,0,0,,0,0,,1 +samcoed01,1951,1,PHA,AL,4,11,0,0,0,0,0,0,0,0,1,2,,0,0,,0 +sanfofr01,1951,1,NYA,AL,11,5,0,0,0,0,0,0,0,0,1,1,,0,0,,0 +sanfofr01,1951,2,WS1,AL,7,14,2,1,1,0,0,0,0,0,1,8,,0,1,,0 +sanfofr01,1951,3,SLA,AL,9,7,1,2,0,0,0,0,0,0,2,3,,0,0,,0 +saniced01,1951,1,PHI,NL,13,4,1,2,1,0,0,1,1,0,1,1,,0,0,,0 +sarnibi01,1951,1,SLN,NL,36,86,7,15,1,0,0,2,1,0,9,13,,0,2,,4 +saucifr01,1951,1,SLA,AL,18,14,4,1,1,0,0,1,0,0,3,4,,1,0,,1 +sauerha01,1951,1,CHN,NL,141,525,77,138,19,4,30,89,2,1,45,77,,3,1,,10 +scarbra01,1951,1,BOS,AL,37,68,10,13,1,0,0,4,0,0,4,16,,0,3,,2 +schacsi01,1951,1,SLA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schacsi01,1951,2,BSN,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schalar01,1951,1,NYA,AL,11,17,2,5,0,0,0,2,0,0,2,8,,0,1,,0 +schefbo01,1951,1,CIN,NL,47,122,9,31,2,0,2,14,0,0,16,9,,1,0,,2 +schefbo01,1951,2,SLN,NL,12,18,0,2,0,0,0,2,0,0,3,5,,0,1,,1 +scheica01,1951,1,PHA,AL,48,53,9,21,2,2,2,8,0,0,1,5,,1,0,,1 +schenha01,1951,1,PIT,NL,25,61,5,13,1,0,0,3,0,2,0,2,,1,1,,0 +schenha01,1951,2,NY1,NL,8,0,1,0,0,0,0,0,0,0,0,0,,0,0,,0 +schmijo01,1951,1,CHN,NL,8,6,0,1,0,0,0,0,0,0,0,1,,0,0,,0 +schmijo01,1951,2,BRO,NL,16,18,1,4,1,0,1,3,0,0,1,3,,0,0,,1 +schoere01,1951,1,SLN,NL,135,553,88,160,32,7,6,54,0,1,35,23,,3,11,,13 +schulbo01,1951,1,CHN,NL,17,29,2,4,0,0,0,1,0,0,0,11,,0,1,,0 +seminan01,1951,1,PHI,NL,101,291,42,66,8,1,11,37,1,0,63,67,,3,1,,6 +serenbi01,1951,1,CHN,NL,13,39,8,13,3,1,1,4,0,2,11,4,,1,0,,0 +shantbo01,1951,1,PHA,AL,36,72,11,18,4,0,0,9,1,0,6,7,,0,8,,1 +sheasp01,1951,1,NYA,AL,25,28,5,6,0,0,1,5,0,0,2,7,,0,1,,0 +sheelbu01,1951,1,CHA,AL,34,89,2,16,2,0,0,7,0,0,6,7,,1,3,,2 +sievero01,1951,1,SLA,AL,31,89,10,20,2,1,1,11,0,0,9,21,,1,0,,4 +silvech01,1951,1,NYA,AL,18,51,5,14,3,0,1,7,0,0,5,3,,0,0,,6 +silveke01,1951,1,PHI,NL,4,9,2,2,0,0,0,1,0,0,3,2,,0,0,,0 +simaal01,1951,1,WS1,AL,18,17,3,3,1,0,1,1,0,0,2,12,,0,5,,0 +simpsha01,1951,1,CLE,AL,122,332,51,76,7,0,7,24,6,4,45,48,,2,2,,7 +sisledi01,1951,1,PHI,NL,125,428,46,123,20,5,8,52,1,0,40,39,,2,8,,11 +sistisi01,1951,1,BSN,NL,114,362,46,101,20,2,2,38,4,5,32,50,,2,3,,5 +slaugen01,1951,1,SLN,NL,123,409,48,115,17,8,4,64,7,2,67,25,,3,4,,10 +sleatlo01,1951,1,SLA,AL,25,31,2,7,0,1,0,1,0,0,2,5,,0,0,,0 +smallro01,1951,1,CHN,NL,79,238,24,55,7,4,8,31,0,0,25,53,,0,3,,6 +smithdi01,1951,1,PIT,NL,12,46,2,8,0,0,0,4,0,2,8,8,,0,0,,0 +smithfr06,1951,1,CIN,NL,50,10,0,0,0,0,0,0,0,0,0,3,,0,1,,1 +snidedu01,1951,1,BRO,NL,150,606,96,168,26,6,29,101,14,10,62,97,,0,4,,23 +souchst01,1951,1,DET,AL,91,188,33,46,10,3,11,28,0,2,18,27,,1,2,,8 +spahnwa01,1951,1,BSN,NL,42,116,8,22,6,1,1,18,0,0,6,27,,0,4,,0 +spencge01,1951,1,NY1,NL,57,32,2,4,0,0,0,3,0,0,3,11,,0,3,,1 +stalege01,1951,1,SLN,NL,42,81,3,13,1,0,0,5,0,0,3,14,,0,4,,2 +stallvi01,1951,1,CIN,NL,121,428,33,103,17,2,8,49,2,4,6,40,,0,0,,9 +stanked01,1951,1,NY1,NL,145,515,88,127,17,2,14,43,8,5,127,63,,6,5,,5 +starrdi01,1951,1,SLA,AL,15,18,3,4,2,0,0,0,0,0,1,5,,0,1,,1 +starrdi01,1951,2,WS1,AL,11,17,1,3,1,0,0,1,0,1,4,7,,0,0,,0 +stclaeb01,1951,1,BSN,NL,72,220,22,62,17,2,1,25,2,0,12,24,,1,0,,2 +stephve01,1951,1,BOS,AL,109,377,62,113,21,2,17,78,1,2,38,33,,0,0,,22 +stewabu01,1951,1,CHA,AL,95,217,40,60,13,5,6,40,1,6,29,9,,2,5,,5 +stirnsn01,1951,1,CLE,AL,50,88,10,19,1,0,1,4,1,0,22,25,,0,1,,2 +stobbch01,1951,1,BOS,AL,34,61,7,11,2,0,0,7,0,0,5,12,,0,5,,3 +stricge01,1951,1,PIT,NL,138,454,59,98,12,7,9,47,4,2,65,83,,3,6,,9 +stuarma01,1951,1,DET,AL,29,43,4,10,2,1,1,3,0,0,0,8,,1,1,,2 +sucheji01,1951,1,SLA,AL,29,20,0,2,0,0,0,2,0,0,2,4,,0,2,,1 +suderpe01,1951,1,PHA,AL,123,440,46,108,18,1,1,42,5,5,30,42,,1,6,,15 +sulliru01,1951,1,DET,AL,7,26,2,5,1,0,1,1,0,0,2,1,,0,0,,0 +surkoma01,1951,1,BSN,NL,37,73,2,11,1,0,0,4,0,0,7,17,,0,8,,4 +swiftbo01,1951,1,DET,AL,44,104,8,20,0,0,0,5,0,0,12,10,,0,2,,0 +tappete01,1951,1,CIN,NL,4,3,0,1,0,0,0,0,0,0,0,0,,0,0,,0 +taylobe02,1951,1,SLA,AL,33,93,14,24,2,1,3,6,1,1,9,22,,2,0,,3 +taylofr01,1951,1,WS1,AL,6,12,1,2,1,0,0,0,0,0,0,4,,0,0,,0 +tayloha03,1951,1,BOS,AL,31,29,4,3,1,0,0,2,0,0,1,7,,0,1,,2 +tebbebi01,1951,1,CLE,AL,55,137,8,36,6,0,2,18,0,0,8,7,,1,0,,4 +terwiwa01,1951,1,CHN,NL,50,192,26,41,6,0,0,10,3,1,29,21,,0,2,,5 +terwiwa01,1951,2,BRO,NL,37,50,11,14,1,0,0,4,1,0,8,7,,1,0,,1 +thomabu02,1951,1,SLA,AL,14,20,3,7,0,0,1,1,2,0,0,3,,0,0,,0 +thomafr03,1951,1,PIT,NL,39,148,21,39,9,2,2,16,0,2,9,15,,0,0,,5 +thompdo01,1951,1,BRO,NL,80,118,25,27,3,0,0,6,2,8,12,12,,1,1,,1 +thompha02,1951,1,NY1,NL,87,264,37,62,8,4,8,33,1,2,43,23,,0,1,,7 +thompjo01,1951,1,PHI,NL,30,39,2,4,1,1,0,3,0,0,1,9,,0,1,,0 +thomsbo01,1951,1,NY1,NL,148,518,89,152,27,8,32,101,5,5,73,57,,4,7,,14 +thorpbo01,1951,1,BSN,NL,2,2,1,1,0,1,0,1,0,0,0,0,,0,0,,0 +tiptojo01,1951,1,PHA,AL,72,213,23,51,9,0,3,20,1,1,51,25,,1,1,,2 +torgeea01,1951,1,BSN,NL,155,581,99,153,21,4,24,92,20,11,102,70,,2,5,,18 +troutdi01,1951,1,DET,AL,42,52,6,14,1,0,1,7,0,0,11,13,,1,3,,2 +truckvi01,1951,1,DET,AL,37,55,5,13,3,0,0,14,0,0,0,12,,0,2,,0 +tucketh01,1951,1,CLE,AL,1,1,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +turlebo01,1951,1,SLA,AL,1,2,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +uptonto01,1951,1,SLA,AL,52,131,9,26,4,3,0,12,1,1,12,22,,1,5,,5 +usherbo01,1951,1,CIN,NL,114,303,27,63,12,2,5,25,4,5,19,36,,1,10,,8 +valoel01,1951,1,PHA,AL,123,444,75,134,27,8,7,55,11,6,75,20,,8,3,,12 +vancuch01,1951,1,BRO,NL,9,8,1,2,0,0,0,0,0,0,0,3,,1,0,,0 +vandejo01,1951,1,CLE,AL,1,1,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +vannoja01,1951,1,SLN,NL,6,7,1,0,0,0,0,0,0,0,1,6,,0,0,,0 +vargaan01,1951,1,CHN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +verblge01,1951,1,WS1,AL,68,177,16,36,3,2,0,15,1,1,18,10,,0,0,,7 +vernomi01,1951,1,WS1,AL,141,546,69,160,30,7,9,87,7,6,53,45,,2,1,,11 +vollmcl01,1951,1,BOS,AL,115,386,66,97,9,2,22,85,0,0,55,66,,1,3,,20 +wahlke01,1951,1,PHA,AL,20,59,4,11,2,0,0,6,0,0,9,5,,0,2,,2 +wahlke01,1951,2,SLA,AL,8,27,2,9,1,1,0,3,0,0,0,3,,0,0,,1 +waitked01,1951,1,PHI,NL,145,610,65,157,27,4,1,46,0,3,53,22,,0,1,,8 +walkeha01,1951,1,SLN,NL,8,26,6,8,1,0,0,2,0,0,2,1,,0,0,,0 +walkeru01,1951,1,CHN,NL,37,107,9,25,4,0,2,5,0,0,12,13,,0,0,,4 +walkeru01,1951,2,BRO,NL,36,74,6,18,4,0,2,9,0,0,6,14,,0,1,,3 +walshju01,1951,1,PIT,NL,36,7,0,1,0,0,0,0,0,0,2,5,,0,0,,0 +wehmehe01,1951,1,CIN,NL,46,59,8,17,2,0,0,6,0,0,1,8,,0,2,,2 +werlebi01,1951,1,PIT,NL,59,40,5,12,4,0,0,6,0,0,2,13,,0,1,,1 +wertzvi01,1951,1,DET,AL,138,501,86,143,24,4,27,94,0,3,78,61,,1,1,,13 +westlwa01,1951,1,PIT,NL,50,181,28,51,4,0,16,45,0,1,9,26,,2,0,,4 +westlwa01,1951,2,SLN,NL,73,267,36,68,8,5,6,39,1,2,24,42,,4,4,,7 +westrwe01,1951,1,NY1,NL,124,361,59,79,12,0,20,70,1,0,104,93,,5,4,,10 +whiteha01,1951,1,DET,AL,38,16,0,4,1,0,0,0,0,0,0,3,,0,0,,0 +whitesa02,1951,1,BOS,AL,4,11,0,2,0,0,0,0,0,0,0,3,,0,0,,0 +whitmdi01,1951,1,PHI,NL,19,17,0,2,0,0,0,0,0,0,0,1,,0,0,,0 +widmaal01,1951,1,SLA,AL,26,30,2,5,1,0,0,3,0,0,3,11,,0,6,,0 +wieslbo01,1951,1,NYA,AL,4,3,0,0,0,0,0,0,0,0,0,0,,0,0,,1 +wightbi01,1951,1,BOS,AL,34,41,1,3,0,0,0,1,0,0,3,16,,0,0,,0 +wilbede01,1951,1,PHI,NL,84,245,30,68,7,3,8,34,0,1,17,26,,0,1,,6 +wilkste01,1951,1,SLN,NL,17,1,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +wilkste01,1951,2,PIT,NL,48,12,0,1,0,0,0,0,0,0,1,6,,0,1,,0 +willida03,1951,1,NY1,NL,30,64,17,17,1,0,2,8,1,1,5,8,,0,1,,3 +willidi02,1951,1,BRO,NL,23,60,5,12,3,1,1,5,0,0,4,10,,0,0,,0 +willite01,1951,1,BOS,AL,148,531,109,169,28,4,30,126,1,1,144,45,,0,0,,10 +wilsoar02,1951,1,NY1,NL,19,22,2,4,0,0,0,1,2,0,2,1,,0,0,,0 +wilsoar03,1951,1,NYA,AL,4,4,0,0,0,0,0,0,0,0,0,0,,1,0,,1 +wilsoji02,1951,1,BSN,NL,20,39,4,7,1,0,0,2,0,0,1,10,,0,3,,0 +wilsore01,1951,1,CHA,AL,4,11,1,3,1,0,0,0,0,0,1,2,,0,0,,2 +woodke01,1951,1,SLA,AL,109,333,40,79,19,0,15,44,1,2,27,49,,1,6,,11 +woodlge01,1951,1,NYA,AL,120,420,65,118,15,8,15,71,0,4,62,37,,0,3,,8 +wrighto01,1951,1,BOS,AL,28,63,8,14,1,1,1,9,0,0,11,8,,1,1,,4 +wynnea01,1951,1,CLE,AL,41,108,8,20,8,1,1,13,0,0,7,9,,0,3,,5 +wyrosjo01,1951,1,CIN,NL,142,537,52,167,31,3,2,61,2,1,54,54,,2,5,,10 +wyseha01,1951,1,PHA,AL,9,4,1,1,0,0,0,0,0,0,0,1,,0,0,,0 +wyseha01,1951,2,WS1,AL,3,4,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +yochile01,1951,1,PIT,NL,2,3,0,0,0,0,0,0,0,0,0,0,,0,1,,0 +yosted01,1951,1,WS1,AL,154,568,109,161,36,4,12,65,6,4,126,55,,11,11,,7 +youngbo01,1951,1,SLA,AL,147,611,75,159,13,9,1,31,8,7,44,51,,0,19,,14 +youngdi01,1951,1,PHI,NL,15,68,7,16,5,0,0,2,0,1,3,6,,0,0,,2 +yvarssa01,1951,1,NY1,NL,25,41,9,13,2,0,2,3,0,0,5,7,,2,2,,0 +zarilal01,1951,1,CHA,AL,120,382,56,98,21,2,10,60,2,4,60,57,,4,3,,9 +zauchno01,1951,1,BOS,AL,5,12,0,2,1,0,0,0,0,1,0,4,,0,0,,1 +zernigu01,1951,1,CHA,AL,4,19,2,2,0,0,0,4,0,0,2,2,,0,0,,0 +zernigu01,1951,2,PHA,AL,139,552,90,151,30,5,33,125,2,2,61,99,,4,0,,15 +zoldasa01,1951,1,PHA,AL,26,45,1,7,1,0,0,2,0,0,0,6,,0,1,,0 +zuverge01,1951,1,CLE,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +abernbi01,1952,1,CLE,AL,1,1,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +abramca01,1952,1,BRO,NL,10,10,1,2,0,0,0,0,0,0,2,4,,0,0,,0 +abramca01,1952,2,CIN,NL,71,158,23,44,9,2,2,13,1,0,19,25,,0,0,,1 +adamsbo03,1952,1,CIN,NL,154,637,85,180,25,4,6,48,11,9,49,67,,0,8,,15 +adcocjo01,1952,1,CIN,NL,117,378,43,105,22,4,13,52,1,4,23,38,,1,1,,10 +addisbo01,1952,1,CHN,NL,93,292,38,86,13,2,1,20,4,4,23,30,,0,2,,5 +alomalu01,1952,1,CHA,AL,25,7,0,0,0,0,0,0,0,0,0,2,,0,0,,0 +amorosa01,1952,1,BRO,NL,20,44,10,11,3,1,0,3,1,0,5,14,,0,1,,0 +arftha01,1952,1,SLA,AL,15,28,1,4,3,1,0,4,0,0,5,7,,0,0,,1 +ashburi01,1952,1,PHI,NL,154,613,93,173,31,6,1,42,16,11,75,30,,2,11,,7 +astrojo01,1952,1,PHA,AL,104,337,24,84,7,2,1,36,2,2,25,27,,2,6,,18 +atkinja01,1952,1,BOS,AL,3,3,0,2,0,0,0,0,0,0,0,0,,0,0,,0 +atwelto01,1952,1,CHN,NL,107,362,36,105,16,3,2,31,2,1,40,22,,1,2,,11 +avilabo01,1952,1,CLE,AL,150,597,102,179,26,11,7,45,12,10,67,36,,1,19,,16 +babelo01,1952,1,NYA,AL,12,21,1,2,1,0,0,0,1,0,4,4,,0,0,,0 +bakerfl01,1952,1,WS1,AL,79,263,27,69,8,0,0,33,1,0,30,17,,2,3,,1 +bambege01,1952,1,NY1,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bartito01,1952,1,PIT,NL,124,355,32,78,10,3,0,16,3,3,26,37,,0,5,,0 +battsma01,1952,1,DET,AL,56,173,11,41,4,1,3,13,1,0,14,22,,1,2,,5 +bauerha01,1952,1,NYA,AL,141,553,86,162,31,6,17,74,6,7,50,61,,3,9,,10 +baumhfr01,1952,1,CHN,NL,103,409,59,133,17,4,4,35,5,7,27,27,,3,7,,5 +beardge01,1952,1,SLA,AL,45,65,6,23,3,0,0,8,0,0,2,10,,0,1,,2 +beardte01,1952,1,PIT,NL,15,44,5,8,2,1,0,3,2,0,7,9,,0,1,,1 +bellbi01,1952,1,PIT,NL,4,4,0,0,0,0,0,0,0,0,0,4,,0,0,,0 +bellgu01,1952,1,PIT,NL,131,468,53,117,21,5,16,59,1,4,36,72,,2,4,,6 +bensove01,1952,1,SLN,NL,20,47,6,9,2,0,2,5,0,0,5,9,,0,1,,0 +bentoal01,1952,1,BOS,AL,24,9,0,0,0,0,0,0,0,0,0,5,,0,2,,2 +berarjo01,1952,1,CLE,AL,35,32,5,3,0,0,0,2,0,1,10,8,,0,0,,0 +berarjo01,1952,2,PIT,NL,19,56,2,8,4,0,0,4,0,0,4,6,,0,0,,1 +berrayo01,1952,1,NYA,AL,142,534,97,146,17,1,30,98,2,3,66,24,,4,1,,8 +berryne01,1952,1,DET,AL,73,189,22,43,4,3,0,13,1,3,22,19,,1,4,,3 +bevanha01,1952,1,BOS,AL,1,1,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +bevanha01,1952,2,PHA,AL,8,17,1,6,0,0,0,4,2,0,0,1,,0,0,,1 +bickfve01,1952,1,BSN,NL,26,51,2,9,1,0,0,3,0,0,0,9,,0,5,,2 +bilkost01,1952,1,SLN,NL,20,72,7,19,6,1,1,6,0,0,4,15,,0,2,,2 +bishoch01,1952,1,PHA,AL,6,9,2,1,0,0,0,2,0,0,1,4,,0,1,,0 +blackbu01,1952,1,DET,AL,2,3,0,0,0,0,0,0,0,0,0,0,,0,0,,1 +blackew01,1952,1,CIN,NL,23,32,1,5,2,0,0,3,0,0,0,11,,0,1,,0 +blackew01,1952,2,NYA,AL,5,5,0,1,0,0,0,1,0,0,0,1,,0,0,,0 +blackjo02,1952,1,BRO,NL,57,36,1,5,0,0,0,5,0,0,0,15,,0,6,,1 +blakeed01,1952,1,CIN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bokeldi01,1952,1,SLN,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bollimi01,1952,1,BOS,AL,11,36,4,8,1,0,1,3,0,1,3,5,,0,0,,0 +boonera01,1952,1,CLE,AL,103,316,57,83,8,2,7,45,0,1,53,33,,2,4,,11 +borkobo01,1952,1,CIN,NL,126,377,42,95,11,4,4,24,1,3,26,53,,0,1,,3 +boudrlo01,1952,1,BOS,AL,4,2,1,0,0,0,0,2,0,0,0,0,,0,1,,0 +bowmaro01,1952,1,NY1,NL,2,1,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +boyercl01,1952,1,SLN,NL,24,38,2,8,2,1,0,5,0,0,2,8,,0,0,,2 +bradsge01,1952,1,WS1,AL,10,23,3,5,2,0,0,6,0,0,1,2,,1,0,,2 +brancra01,1952,1,BRO,NL,16,19,0,3,0,0,0,2,0,0,0,9,,0,1,,0 +brazlal01,1952,1,SLN,NL,46,32,1,4,1,0,0,3,0,0,0,2,,0,1,,2 +brechha01,1952,1,SLN,NL,25,29,3,6,0,0,0,1,0,0,4,5,,0,1,,0 +brickra01,1952,1,BOS,AL,14,8,0,2,1,0,0,0,0,0,0,1,,0,0,,0 +brideji01,1952,1,NYA,AL,42,38,12,10,0,0,0,2,0,0,3,5,,0,0,,2 +bridgro01,1952,1,BRO,NL,51,56,9,11,3,0,0,2,0,1,7,9,,0,3,,2 +brinkle01,1952,1,CHN,NL,9,22,1,4,0,0,0,2,0,0,4,5,,0,0,,0 +brisslo01,1952,1,CLE,AL,42,12,0,3,0,0,0,1,0,0,1,0,,0,3,,0 +brododi01,1952,1,BOS,AL,20,39,4,8,1,0,1,3,0,0,1,7,,0,1,,1 +brownbo03,1952,1,NYA,AL,29,89,6,22,2,0,1,14,1,1,9,6,,1,1,,2 +brownha01,1952,1,CHA,AL,51,19,6,3,1,0,1,3,0,0,1,8,,0,1,,0 +brownto02,1952,1,PHI,NL,18,25,2,4,1,0,1,2,0,0,4,3,,0,0,,0 +brownto02,1952,2,CHN,NL,61,200,24,64,11,0,3,24,1,2,12,24,,0,1,,5 +burdele01,1952,1,BSN,NL,45,35,1,4,0,0,0,0,0,0,3,8,,1,6,,2 +burgesm01,1952,1,PHI,NL,110,371,49,110,27,2,6,56,3,1,49,21,,1,3,,4 +burripa01,1952,1,BSN,NL,55,168,14,37,4,0,2,21,0,0,7,19,,1,2,,9 +busbyji01,1952,1,CHA,AL,16,39,5,5,0,0,0,0,0,2,2,7,,0,2,,1 +busbyji01,1952,2,WS1,AL,129,512,58,125,24,4,2,47,5,6,22,48,,4,8,,11 +byerlbu01,1952,1,CIN,NL,12,5,1,1,0,0,0,0,0,0,0,0,,0,0,,0 +byrdha01,1952,1,PHA,AL,37,75,4,10,2,0,0,2,0,0,3,21,,0,6,,0 +byrneto01,1952,1,SLA,AL,40,84,9,21,5,1,1,12,0,0,5,18,,0,0,,1 +cabalpu01,1952,1,PHI,NL,35,42,10,10,3,0,0,6,1,0,2,3,,0,1,,5 +cainbo01,1952,1,SLA,AL,35,58,7,8,0,1,0,1,0,0,4,14,,0,5,,1 +camparo01,1952,1,BRO,NL,128,468,73,126,18,1,22,97,8,4,57,59,,3,5,,22 +campofr01,1952,1,WS1,AL,53,112,9,29,6,1,0,8,0,0,1,13,,2,2,,1 +careyan01,1952,1,NYA,AL,16,40,6,6,0,0,0,1,0,0,3,10,,0,2,,2 +carlsdo01,1952,1,PIT,NL,5,3,0,1,0,0,0,0,0,0,0,0,,0,0,,0 +carrach01,1952,1,CHA,AL,100,359,36,89,7,4,1,42,2,2,33,27,,2,3,,5 +castipe01,1952,1,PIT,NL,67,214,27,57,9,1,4,18,3,3,17,8,,1,3,,2 +cavarph01,1952,1,CHN,NL,41,63,7,15,1,1,1,8,0,0,9,3,,0,0,,0 +cervbo01,1952,1,NYA,AL,36,87,11,21,3,2,1,8,0,1,9,22,,0,0,,0 +chakabo01,1952,1,CLE,AL,5,4,0,2,0,0,0,0,0,0,0,0,,0,0,,1 +chambcl01,1952,1,SLN,NL,26,32,4,9,3,0,0,1,0,0,3,8,,0,1,,0 +chipmbo01,1952,1,BSN,NL,29,5,2,2,0,0,0,0,0,0,1,2,,0,0,,0 +chitiha01,1952,1,CHN,NL,32,113,14,31,5,0,5,13,0,1,5,8,,0,0,,3 +churcbu01,1952,1,PHI,NL,2,1,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +churcbu01,1952,2,CIN,NL,32,50,5,12,2,0,1,2,0,0,1,7,,0,1,,0 +clarkal01,1952,1,PHA,AL,71,186,23,51,12,0,7,29,0,2,10,19,,1,3,,7 +clarkbu01,1952,1,BSN,NL,14,25,3,5,0,0,0,1,0,0,3,3,,0,0,,0 +clarkme01,1952,1,PHI,NL,47,155,20,52,6,4,1,15,2,1,6,13,,1,5,,4 +clarkmi01,1952,1,SLN,NL,12,5,0,0,0,0,0,0,0,0,0,3,,0,0,,0 +coangi01,1952,1,WS1,AL,107,332,50,68,11,6,5,20,9,4,32,35,,1,0,,2 +coleda01,1952,1,BSN,NL,22,8,0,0,0,0,0,0,0,0,0,4,,0,0,,0 +colemje01,1952,1,NYA,AL,11,42,6,17,2,1,0,4,0,1,5,4,,0,0,,0 +colemra01,1952,1,CHA,AL,85,195,19,42,7,1,2,14,0,0,13,17,,0,5,,6 +colemra01,1952,2,SLA,AL,20,46,5,9,3,0,0,1,0,0,5,4,,1,0,,0 +collijo01,1952,1,NYA,AL,122,428,69,120,16,8,18,59,4,2,55,47,,1,5,,11 +colluja01,1952,1,SLN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +combsme01,1952,1,CLE,AL,52,139,11,23,1,1,1,10,0,1,14,15,,0,2,,2 +conlege01,1952,1,BSN,NL,4,5,0,2,0,0,0,1,0,0,0,0,,0,0,,1 +connebi01,1952,1,NY1,NL,11,11,2,4,2,2,0,3,0,1,1,5,,0,0,,0 +consusa01,1952,1,WS1,AL,30,17,0,3,0,0,0,3,0,0,1,6,,0,2,,0 +coopewa01,1952,1,BSN,NL,102,349,33,82,12,1,10,55,1,0,22,32,,1,3,,7 +corwial01,1952,1,NY1,NL,23,21,2,2,0,0,0,1,0,0,1,7,,0,1,,1 +courtcl01,1952,1,SLA,AL,119,413,38,118,24,3,5,50,0,2,39,26,,1,5,,9 +coxbi02,1952,1,BRO,NL,116,455,56,118,12,3,6,34,10,12,25,32,,2,8,,13 +crawfja01,1952,1,SLA,AL,7,11,1,2,1,0,0,0,1,0,1,5,,0,0,,0 +crimija01,1952,1,SLN,NL,5,1,0,0,0,0,0,0,0,0,1,1,,0,0,,0 +crowege01,1952,1,BSN,NL,73,217,25,56,13,1,4,20,0,1,18,25,,5,0,,5 +cusicja01,1952,1,BSN,NL,49,78,5,13,1,0,0,6,0,1,6,9,,0,0,,6 +danieja02,1952,1,BSN,NL,106,219,31,41,5,1,2,14,3,3,28,30,,3,6,,1 +darkal01,1952,1,NY1,NL,151,589,92,177,29,3,14,73,6,6,47,39,,5,8,,10 +davisbr01,1952,1,PIT,NL,55,95,14,17,1,1,0,1,9,2,11,28,,0,2,,0 +delgrbo01,1952,1,PIT,NL,99,341,34,74,14,2,1,20,6,5,38,70,,3,3,,9 +delocik01,1952,1,BOS,AL,39,22,1,1,0,0,0,0,0,0,6,6,,0,1,,3 +delsiji01,1952,1,SLA,AL,93,298,34,76,13,6,1,34,3,3,25,29,,5,4,,10 +delsiji01,1952,2,DET,AL,33,113,14,31,2,1,3,15,1,0,11,8,,1,2,,1 +demaejo01,1952,1,SLA,AL,81,186,13,42,9,1,1,18,0,1,8,25,,0,4,,4 +dentesa01,1952,1,CHA,AL,62,145,12,32,0,1,0,11,0,0,5,8,,2,3,,6 +dicksmu01,1952,1,PIT,NL,47,107,4,24,4,0,0,6,0,0,1,10,,0,2,,5 +dierich01,1952,1,NY1,NL,41,23,2,4,1,1,0,2,0,2,4,3,,0,0,,0 +dimagdo01,1952,1,BOS,AL,128,486,81,143,20,1,6,33,6,8,57,61,,2,4,,10 +dittmja01,1952,1,BSN,NL,93,326,26,63,7,2,7,41,1,0,26,26,,1,2,,9 +dobsojo01,1952,1,CHA,AL,29,63,3,12,0,0,0,3,0,0,4,20,,0,10,,0 +dobyla01,1952,1,CLE,AL,140,519,104,143,26,8,32,104,5,2,90,111,,0,2,,6 +donovdi01,1952,1,BSN,NL,7,3,0,0,0,0,0,0,0,0,0,3,,0,0,,0 +dorisha01,1952,1,CHA,AL,39,22,2,2,1,0,0,0,0,0,1,4,,0,2,,1 +drewska01,1952,1,PHI,NL,33,82,2,9,1,0,0,2,1,0,5,29,,0,2,,1 +dropowa01,1952,1,BOS,AL,37,132,13,35,7,1,6,27,0,0,11,22,,2,0,,9 +dropowa01,1952,2,DET,AL,115,459,56,128,17,3,23,70,2,2,26,63,,2,1,,17 +dubiemo01,1952,1,CHN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dunnji01,1952,1,PIT,NL,3,1,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +dusaker01,1952,1,PIT,NL,20,27,1,6,0,0,1,3,0,0,2,8,,0,0,,2 +dyckji01,1952,1,SLA,AL,122,402,60,108,22,3,15,64,0,4,50,68,,3,3,,4 +eastelu01,1952,1,CLE,AL,127,437,63,115,10,3,31,97,1,1,44,84,,5,0,,5 +edwarbr01,1952,1,CHN,NL,50,94,7,23,2,2,1,12,0,0,8,12,,0,1,,4 +edwarha01,1952,1,CIN,NL,74,184,24,52,7,6,6,28,0,3,19,22,,0,0,,2 +edwarha01,1952,2,CHA,AL,8,18,2,6,0,0,0,1,0,0,0,2,,0,0,,1 +elliobo01,1952,1,NY1,NL,98,272,33,62,6,2,10,35,1,0,36,20,,2,3,,7 +ennisde01,1952,1,PHI,NL,151,592,90,171,30,10,20,107,6,4,47,65,,0,5,,17 +erskica01,1952,1,BRO,NL,34,66,7,10,1,0,0,2,0,0,3,19,,1,7,,0 +espossa01,1952,1,CHA,AL,1,4,0,1,0,0,0,0,0,1,0,2,,0,0,,0 +eversho01,1952,1,DET,AL,1,1,0,1,0,0,0,0,0,0,0,0,,0,0,,0 +eversho01,1952,2,BOS,AL,106,401,53,105,17,4,14,59,5,2,29,55,,4,7,,11 +fainfe01,1952,1,PHA,AL,145,538,82,176,43,3,2,59,3,5,105,26,,1,4,,19 +fannicl01,1952,1,SLA,AL,11,1,0,0,0,0,0,0,0,0,1,0,,0,0,,1 +fearve01,1952,1,CHN,NL,4,1,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +federal01,1952,1,DET,AL,74,231,14,56,4,2,0,14,1,0,16,13,,1,7,,4 +fellebo01,1952,1,CLE,AL,30,60,5,7,2,0,1,8,0,0,8,31,,0,3,,0 +ferrito01,1952,1,WS1,AL,27,5,0,1,1,0,0,3,0,0,1,1,,0,1,,0 +fisheha01,1952,1,PIT,NL,15,15,0,5,1,0,0,1,0,0,0,3,,0,0,,1 +fitzged01,1952,1,PIT,NL,51,73,4,17,1,0,1,7,0,2,7,15,,0,0,,4 +fondyde01,1952,1,CHN,NL,145,554,69,166,21,9,10,67,13,11,28,60,,1,4,,14 +fornimi01,1952,1,WS1,AL,4,10,1,0,0,0,0,0,0,0,0,4,,0,0,,0 +fowledi01,1952,1,PHA,AL,18,15,0,0,0,0,0,0,0,1,1,3,,0,0,,1 +foxho01,1952,1,PHI,NL,13,21,0,1,0,0,0,1,0,0,1,6,,0,3,,1 +foxne01,1952,1,CHA,AL,152,648,76,192,25,10,0,39,5,5,34,14,,3,15,,11 +freemhe01,1952,1,BOS,AL,4,4,0,2,0,0,0,0,0,0,1,0,,0,0,,1 +fricama01,1952,1,PHA,AL,2,0,0,0,0,0,0,0,0,0,0,0,,0,1,,0 +fridlji01,1952,1,CLE,AL,62,175,23,44,2,0,4,16,3,3,14,40,,1,3,,3 +frienbo01,1952,1,PIT,NL,35,52,2,3,0,0,0,0,0,0,2,20,,0,7,,1 +furilca01,1952,1,BRO,NL,134,425,52,105,18,1,8,59,1,4,31,33,,4,2,,16 +fussele01,1952,1,SLN,NL,32,63,5,10,3,0,1,3,0,0,0,9,,0,1,,2 +garagjo01,1952,1,PIT,NL,118,344,35,94,15,4,8,54,0,1,50,24,,2,0,,7 +garboal01,1952,1,DET,AL,2,0,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +garcimi01,1952,1,CLE,AL,46,95,6,13,3,0,0,10,0,0,5,26,,0,10,,4 +garvene01,1952,1,SLA,AL,24,49,5,9,2,0,0,5,0,0,3,8,,1,1,,0 +garvene01,1952,2,DET,AL,1,2,0,0,0,0,0,0,0,0,1,0,,0,0,,0 +gernedi01,1952,1,BOS,AL,102,367,58,89,20,2,19,67,4,1,35,83,,5,0,,6 +ginsbjo01,1952,1,DET,AL,113,307,29,68,13,2,6,36,1,1,51,21,,3,3,,9 +glavito01,1952,1,SLN,NL,80,162,30,39,5,1,3,19,0,0,27,26,,5,0,,7 +glynnbi01,1952,1,CLE,AL,44,92,15,25,5,0,2,7,1,0,5,16,,0,1,,3 +goldsgo01,1952,1,SLA,AL,86,227,30,52,9,3,3,17,0,2,34,37,,0,7,,3 +goliami01,1952,1,SLA,AL,3,4,0,0,0,0,0,0,0,0,1,1,,0,0,,0 +goodmbi01,1952,1,BOS,AL,138,513,79,157,27,3,4,56,8,2,48,23,,4,14,,7 +gordosi01,1952,1,BSN,NL,144,522,69,151,22,2,25,75,0,4,77,49,,3,4,,10 +gormahe01,1952,1,SLN,NL,1,1,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +gormato02,1952,1,NYA,AL,12,23,1,2,0,0,0,1,0,0,2,14,,0,0,,1 +grassmi01,1952,1,WS1,AL,115,361,22,78,9,0,0,27,1,0,29,36,,1,3,,12 +grayte01,1952,1,DET,AL,36,76,3,13,0,0,0,2,0,0,1,19,,1,8,,0 +greenji02,1952,1,CIN,NL,18,68,10,21,2,1,5,24,0,0,7,12,,0,0,,1 +greggha01,1952,1,NY1,NL,16,8,1,1,0,0,0,0,0,0,0,5,,0,0,,0 +grissma01,1952,1,CHA,AL,28,53,1,8,4,0,0,4,0,0,1,19,,0,8,,1 +groatdi01,1952,1,PIT,NL,95,384,38,109,6,1,1,29,2,4,19,27,,1,11,,18 +gromest01,1952,1,CLE,AL,30,30,2,3,0,0,0,3,0,0,5,10,,0,3,,3 +grossha01,1952,1,WS1,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grothjo01,1952,1,DET,AL,141,524,56,149,22,2,4,51,2,10,51,39,,0,5,,11 +gumpera01,1952,1,BOS,AL,10,5,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +gumpera01,1952,2,WS1,AL,20,34,3,7,0,0,0,0,0,0,1,11,,1,3,,0 +hackewa02,1952,1,CHN,NL,34,58,1,7,0,0,0,4,1,0,1,11,,0,6,,1 +haddiha01,1952,1,SLN,NL,9,14,3,3,0,0,0,2,1,0,1,5,,0,0,,0 +hahnfr01,1952,1,SLN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +halldi01,1952,1,PIT,NL,26,80,6,11,1,0,0,2,0,1,2,17,,0,1,,0 +hamilto01,1952,1,PHA,AL,9,10,1,2,1,0,0,1,0,0,1,1,,0,0,,0 +hamnegr01,1952,1,PHI,NL,151,596,74,164,30,5,17,87,7,3,27,51,,0,17,,18 +hansean01,1952,1,PHI,NL,43,11,1,2,0,0,0,2,0,0,3,1,,0,2,,0 +hardibu01,1952,1,CHN,NL,3,7,1,1,0,0,0,0,0,0,0,0,,0,0,,0 +harriea01,1952,1,SLA,AL,36,31,0,3,0,0,0,2,0,0,0,8,,0,4,,0 +harrimi01,1952,1,WS1,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +harrimi01,1952,2,CLE,AL,29,5,1,1,0,0,0,0,0,0,0,1,,0,0,,0 +harshja01,1952,1,NY1,NL,3,2,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +hartsro01,1952,1,BSN,NL,38,107,13,28,4,3,0,4,0,0,5,12,,0,4,,2 +hartucl01,1952,1,NY1,NL,28,78,6,17,2,1,3,8,0,0,9,24,,0,0,,1 +hatfifr01,1952,1,BOS,AL,19,25,6,8,1,1,1,3,0,3,4,2,,1,0,,2 +hatfifr01,1952,2,DET,AL,112,441,42,104,12,2,2,25,2,2,35,52,,6,7,,13 +hattejo01,1952,1,CHN,NL,17,15,2,1,0,0,0,0,0,0,0,5,,0,1,,0 +hattogr01,1952,1,CIN,NL,128,433,48,92,14,1,9,57,5,4,66,60,,2,5,,5 +haugsph01,1952,1,CIN,NL,9,1,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +haynejo01,1952,1,WS1,AL,22,19,1,2,0,0,0,0,0,0,1,1,,1,0,,1 +hearnji01,1952,1,NY1,NL,37,77,7,14,2,0,3,7,0,0,4,33,,0,5,,0 +heganji01,1952,1,CLE,AL,112,333,39,75,17,2,4,41,0,2,29,47,,0,2,,4 +heintke01,1952,1,PHI,NL,23,2,0,0,0,0,0,0,0,0,0,0,,0,3,,0 +hemusso01,1952,1,SLN,NL,151,570,105,153,28,8,15,52,1,5,96,55,,20,4,,11 +henrybi01,1952,1,BOS,AL,14,31,2,8,2,1,0,5,0,0,2,6,,0,0,,2 +hermage01,1952,1,CHN,NL,99,275,28,70,6,0,4,34,2,0,29,32,,2,4,,4 +hertwne01,1952,1,SLN,NL,2,6,0,0,0,0,0,0,0,0,1,1,,0,0,,0 +hetkijo01,1952,1,SLA,AL,3,1,0,0,0,0,0,0,0,0,1,0,,0,0,,1 +hillefr01,1952,1,CIN,NL,29,30,3,5,0,0,0,2,0,1,5,8,,0,7,,0 +hitchbi01,1952,1,PHA,AL,119,407,45,100,8,4,1,56,1,1,39,45,,4,10,,8 +hoderme01,1952,1,WS1,AL,72,208,16,56,8,2,0,17,2,0,18,22,,2,6,,17 +hodgegi01,1952,1,BRO,NL,153,508,87,129,27,1,32,102,2,4,107,90,,2,2,,9 +hoeftbi01,1952,1,DET,AL,34,40,3,6,1,0,0,1,0,0,2,15,,0,1,,1 +hofmabo01,1952,1,NY1,NL,32,63,11,18,2,2,2,4,0,0,8,10,,1,0,,2 +hoguebo01,1952,1,NYA,AL,27,11,1,3,0,0,0,0,0,0,0,2,,0,0,,0 +hoguebo01,1952,2,SLA,AL,8,2,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +hogueca01,1952,1,PIT,NL,19,24,1,6,1,0,0,5,0,0,1,6,,0,1,,1 +holcoke01,1952,1,CHA,AL,7,10,0,0,0,0,0,0,0,0,0,4,,0,1,,0 +holcoke01,1952,2,SLA,AL,12,3,0,1,0,0,0,0,0,0,0,0,,0,0,,0 +holmeto01,1952,1,BRO,NL,31,36,2,4,1,0,0,1,0,0,4,4,,0,0,,1 +hoopebo01,1952,1,PHA,AL,43,41,3,8,1,0,2,3,0,0,1,10,,0,3,,1 +hoovedi01,1952,1,BSN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hoppjo01,1952,1,NYA,AL,15,25,4,4,0,0,0,2,2,0,2,3,,1,0,,1 +hoppjo01,1952,2,DET,AL,42,46,5,10,1,0,0,3,0,0,6,7,,0,1,,1 +houkra01,1952,1,NYA,AL,9,6,0,2,0,0,0,0,0,0,1,0,,0,0,,0 +houttar01,1952,1,DET,AL,36,69,2,7,0,0,0,2,0,0,2,10,,0,6,,4 +howeca01,1952,1,CHN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +howeldi02,1952,1,CIN,NL,17,37,4,7,1,1,2,4,0,0,3,9,,0,0,,3 +howerbi01,1952,1,PIT,NL,13,25,3,8,1,1,0,4,0,0,6,5,,0,0,,1 +howerbi01,1952,2,NY1,NL,11,15,2,1,1,0,0,1,0,0,3,2,,0,0,,0 +hoylete01,1952,1,PHA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hudsoha01,1952,1,SLA,AL,3,1,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +hudsoha01,1952,2,CHA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hudsosi01,1952,1,WS1,AL,7,24,0,4,1,0,0,5,0,0,0,1,,0,1,,0 +hudsosi01,1952,2,BOS,AL,21,46,4,8,0,0,0,2,0,0,3,8,,0,0,,2 +hugheji02,1952,1,BRO,NL,6,4,0,0,0,0,0,0,0,0,0,1,,0,1,,0 +hutchfr01,1952,1,DET,AL,17,18,0,1,0,0,0,0,0,0,3,0,,0,0,,1 +irvinmo01,1952,1,NY1,NL,46,126,10,39,2,1,4,21,0,1,10,11,,1,0,,3 +jacksra01,1952,1,CHN,NL,116,379,44,88,8,5,9,34,6,5,27,42,,1,2,,12 +jansela01,1952,1,NY1,NL,34,45,7,8,1,0,0,9,0,0,11,13,,0,6,,0 +jeffcha01,1952,1,CHN,NL,102,297,29,65,17,2,4,30,7,2,15,40,,1,7,,17 +jenseja01,1952,1,NYA,AL,7,19,3,2,1,1,0,2,1,0,4,4,,0,0,,1 +jenseja01,1952,2,WS1,AL,144,570,80,163,29,5,10,80,17,6,63,40,,3,5,,15 +jestevi01,1952,1,BSN,NL,19,19,3,4,0,1,0,2,0,0,1,4,,0,2,,0 +jethrsa01,1952,1,BSN,NL,151,608,79,141,23,7,13,58,28,9,68,112,,9,3,,8 +johnsbi03,1952,1,SLN,NL,94,282,23,71,10,2,2,34,1,0,34,21,,3,1,,9 +johnsda01,1952,1,SLA,AL,29,78,9,22,2,1,0,9,0,0,11,4,,0,0,,2 +johnsda01,1952,2,CHA,AL,22,37,3,4,0,0,0,1,1,0,5,9,,0,1,,1 +johnsdo03,1952,1,WS1,AL,29,13,0,1,0,0,0,0,0,0,0,3,,0,2,,0 +johnser02,1952,1,BSN,NL,29,22,2,2,1,0,0,2,0,0,2,3,,0,4,,1 +johnske01,1952,1,DET,AL,9,3,0,1,0,0,0,2,0,0,0,0,,0,0,,0 +jonesni01,1952,1,PHI,NL,8,30,3,5,0,0,1,5,0,0,0,4,,0,0,,2 +jonessa02,1952,1,CLE,AL,14,10,0,1,0,0,0,0,0,0,0,4,,0,0,,0 +jonessh01,1952,1,BSN,NL,39,8,1,1,0,0,0,1,0,0,0,1,,0,1,,0 +joneswi01,1952,1,PHI,NL,147,541,60,135,12,3,18,72,5,3,53,36,,6,11,,14 +joosted01,1952,1,PHA,AL,146,540,94,132,26,3,20,75,5,8,122,94,,5,2,,6 +jordani01,1952,1,CIN,NL,3,1,0,0,0,0,0,0,0,0,0,1,,0,1,,0 +judsoho01,1952,1,CHA,AL,21,4,0,0,0,0,0,0,0,0,0,2,,1,0,,0 +kattra01,1952,1,NY1,NL,9,27,4,6,0,0,0,1,0,0,1,5,,0,0,,2 +kazaked01,1952,1,SLN,NL,3,2,1,0,0,0,0,0,0,0,0,0,,0,0,,1 +kazaked01,1952,2,CIN,NL,13,15,1,1,0,1,0,0,0,0,0,2,,0,0,,0 +kellech01,1952,1,NYA,AL,2,1,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +kelleha03,1952,1,WS1,AL,11,23,2,4,2,0,0,0,0,0,1,1,,0,0,,0 +kellge01,1952,1,DET,AL,39,152,11,45,8,0,1,17,0,1,15,13,,0,4,,2 +kellge01,1952,2,BOS,AL,75,276,41,88,15,2,6,40,0,1,31,10,,1,4,,11 +kellnal01,1952,1,PHA,AL,34,82,6,17,2,0,1,10,0,0,1,9,,0,4,,2 +kellnwa01,1952,1,PHA,AL,1,1,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +kellsk01,1952,1,PHA,AL,75,213,24,47,8,3,0,17,5,1,14,18,,2,7,,4 +kellybo01,1952,1,CHN,NL,31,37,2,8,0,0,0,1,0,0,0,7,,0,1,,2 +kennebi02,1952,1,CHA,AL,47,13,0,3,0,0,0,0,0,0,0,5,,0,1,,0 +kennebo01,1952,1,CLE,AL,22,40,6,12,3,1,0,12,1,0,9,5,,0,0,,0 +kennemo01,1952,1,NY1,NL,34,22,2,2,0,0,0,0,0,0,0,8,,0,1,,0 +kindeel01,1952,1,BOS,AL,23,32,0,0,0,0,0,0,0,0,0,10,,0,0,,1 +kinerra01,1952,1,PIT,NL,149,516,90,126,17,2,37,87,3,0,110,77,,7,0,,6 +kingcl01,1952,1,BRO,NL,23,5,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +klausbi01,1952,1,BSN,NL,7,4,3,0,0,0,0,0,0,0,1,1,,0,0,,0 +klinero01,1952,1,PIT,NL,27,19,0,0,0,0,0,0,0,0,0,11,,0,0,,0 +klippjo01,1952,1,CHN,NL,41,63,3,11,1,1,1,9,0,0,1,24,,1,7,,0 +kluszte01,1952,1,CIN,NL,135,497,62,159,24,11,16,86,3,3,47,28,,4,1,,13 +kluttcl01,1952,1,WS1,AL,58,144,7,33,5,0,1,11,0,0,12,11,,1,1,,7 +kollodo01,1952,1,DET,AL,65,173,19,42,9,0,2,21,0,2,7,19,,2,4,,5 +konstji01,1952,1,PHI,NL,42,14,1,1,1,0,0,2,0,0,1,2,,0,1,,0 +koshocl01,1952,1,PIT,NL,98,322,27,84,17,0,0,15,4,7,26,39,,2,6,,3 +kosloda01,1952,1,NY1,NL,41,54,3,2,1,0,0,3,0,0,3,31,,0,3,,0 +kretllo01,1952,1,CHA,AL,19,20,1,1,1,0,0,0,0,0,3,14,,0,2,,0 +krsniro01,1952,1,CHA,AL,40,91,11,21,7,2,1,15,0,0,12,9,,1,0,,4 +kryhodi01,1952,1,SLA,AL,111,342,38,83,13,1,11,42,2,0,23,42,,3,4,,8 +kucabjo01,1952,1,PHA,AL,28,10,1,2,0,0,0,0,0,0,0,4,,0,0,,0 +kuennha01,1952,1,DET,AL,19,80,2,26,2,2,0,8,2,1,2,1,,1,2,,3 +kuzavbo01,1952,1,NYA,AL,28,43,2,4,0,0,0,1,0,0,5,14,,0,0,,0 +labincl01,1952,1,BRO,NL,26,22,0,1,1,0,0,0,0,0,0,9,,0,3,,0 +landeke01,1952,1,CHA,AL,2,5,0,1,0,0,0,0,0,0,0,2,,0,0,,0 +landrho01,1952,1,CIN,NL,15,50,1,13,4,0,0,4,0,1,0,4,,0,0,,1 +landrjo01,1952,1,BRO,NL,9,8,0,1,0,0,0,1,0,0,0,4,,0,3,,0 +laniema01,1952,1,NY1,NL,38,41,4,11,2,0,0,2,0,0,1,4,,0,5,,0 +lapalpa01,1952,1,PIT,NL,31,10,1,1,1,0,0,0,0,0,0,2,,0,1,,0 +lehmake01,1952,1,BRO,NL,4,4,1,0,0,0,0,0,0,0,2,0,,0,0,,0 +lehnepa01,1952,1,BOS,AL,3,3,0,2,0,0,0,2,0,0,2,0,,0,0,,0 +lembost01,1952,1,BRO,NL,2,5,0,1,0,0,0,1,0,0,0,1,,0,0,,0 +lemonbo01,1952,1,CLE,AL,54,124,14,28,5,0,2,9,0,0,4,21,,0,6,,2 +lenhado01,1952,1,BOS,AL,30,105,18,31,4,0,7,24,0,1,15,18,,0,1,,3 +lenhado01,1952,2,DET,AL,45,144,18,27,2,1,3,13,0,1,28,18,,0,2,,5 +lenhado01,1952,3,SLA,AL,18,48,5,13,4,1,1,5,0,0,4,8,,0,1,,1 +leonadu02,1952,1,CHN,NL,45,10,0,2,0,0,0,0,0,0,0,1,,0,0,,0 +lepcite01,1952,1,BOS,AL,84,274,34,72,17,2,5,26,3,3,24,41,,3,2,,4 +lerchge01,1952,1,DET,AL,14,32,1,5,1,0,1,3,1,0,7,10,,0,0,,1 +linhaca01,1952,1,DET,AL,3,2,0,0,0,0,0,0,0,0,0,0,,0,0,,1 +liponjo01,1952,1,DET,AL,39,136,17,30,4,2,0,12,3,1,16,6,,0,2,,3 +liponjo01,1952,2,BOS,AL,79,234,25,48,8,1,0,18,1,1,32,20,,0,12,,4 +littldi01,1952,1,DET,AL,28,7,1,1,0,0,0,0,0,0,0,2,,0,0,,0 +littldi01,1952,2,SLA,AL,7,16,1,1,0,0,0,1,0,0,0,6,,0,0,,0 +littrja01,1952,1,PHA,AL,4,2,0,0,0,0,0,0,0,0,1,2,,0,0,,0 +lockmwh01,1952,1,NY1,NL,154,606,99,176,17,4,13,58,2,4,67,52,,2,11,,8 +loesbi01,1952,1,BRO,NL,40,54,3,5,0,0,0,1,0,0,2,13,,0,10,,0 +loganjo01,1952,1,BSN,NL,117,456,56,129,21,3,4,42,1,2,31,33,,4,9,,10 +lohrkja01,1952,1,PHI,NL,25,29,4,6,0,0,0,1,0,0,4,3,,0,0,,0 +lollash01,1952,1,CHA,AL,132,375,35,90,15,0,13,50,1,0,54,34,,12,6,,15 +lopated01,1952,1,NYA,AL,20,52,7,9,2,0,0,4,0,0,3,5,,0,2,,2 +lopatst01,1952,1,PHI,NL,57,179,25,49,9,1,4,27,1,1,36,33,,0,2,,5 +lowntu01,1952,1,CHN,NL,33,50,3,7,1,1,0,2,0,0,2,11,,0,5,,0 +lowrepe01,1952,1,SLN,NL,132,374,48,107,18,2,1,48,3,2,34,13,,4,5,,10 +lunddo01,1952,1,DET,AL,8,23,1,7,0,0,0,1,0,1,3,3,,0,0,,0 +madisda01,1952,1,SLA,AL,31,17,0,2,0,0,0,0,0,0,0,6,,0,2,,0 +madisda01,1952,2,DET,AL,10,2,0,0,0,0,0,0,0,0,1,0,,0,0,,0 +maglisa01,1952,1,NY1,NL,35,69,5,5,0,0,0,1,0,0,4,25,,1,12,,3 +mahonbo01,1952,1,SLA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mainwo01,1952,1,PIT,NL,48,37,1,2,0,0,0,0,0,0,0,9,,0,3,,1 +majesha01,1952,1,PHA,AL,34,117,14,30,2,2,2,20,0,1,19,10,,1,2,,7 +majesha01,1952,2,CLE,AL,36,54,7,16,2,0,0,9,0,0,7,7,,0,1,,4 +mangaji01,1952,1,PIT,NL,11,13,1,2,0,0,0,2,0,0,1,3,,0,0,,0 +mantlmi01,1952,1,NYA,AL,142,549,94,171,37,7,23,87,4,1,75,111,,0,2,,5 +manvidi01,1952,1,CHN,NL,11,2,0,1,0,0,0,0,0,0,0,1,,0,0,,0 +mapescl01,1952,1,DET,AL,86,193,26,38,7,0,9,23,0,1,27,42,,0,1,,2 +marioma01,1952,1,SLA,AL,67,186,16,46,11,0,2,19,0,2,19,17,,1,4,,6 +marlodi01,1952,1,DET,AL,4,2,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +marreco01,1952,1,WS1,AL,22,63,0,5,0,0,0,3,0,0,2,15,,0,5,,2 +marshfr01,1952,1,SLA,AL,11,24,3,5,1,0,0,1,0,1,5,4,0,0,0,,0 +marshfr01,1952,2,WS1,AL,9,24,1,1,0,0,0,1,0,0,1,4,,0,0,,2 +marshfr01,1952,3,SLA,AL,76,223,25,64,8,1,2,26,3,2,22,29,,0,4,,4 +marshwi01,1952,1,BSN,NL,21,66,5,15,4,1,2,11,0,0,4,4,,0,0,,3 +marshwi01,1952,2,CIN,NL,107,397,52,106,23,1,8,46,0,1,37,21,,2,7,,9 +martibi02,1952,1,NYA,AL,109,363,32,97,13,3,3,33,3,6,22,31,,8,8,,8 +martimo01,1952,1,PHA,AL,5,9,0,1,0,0,0,0,0,0,0,2,,0,0,,0 +masiph01,1952,1,CHA,AL,30,63,9,16,1,1,0,7,0,0,10,10,,0,0,,1 +mastewa02,1952,1,BOS,AL,5,2,0,0,0,0,0,0,0,1,1,0,,0,0,,0 +mastewa02,1952,2,WS1,AL,24,50,5,6,1,0,0,4,0,0,4,21,,0,8,,0 +matarle01,1952,1,PHA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +matheed01,1952,1,BSN,NL,145,528,80,128,23,5,25,58,6,4,59,115,,1,5,,9 +mauchge01,1952,1,SLN,NL,7,3,0,0,0,0,0,0,0,0,1,2,,0,0,,0 +maxwech01,1952,1,BOS,AL,8,15,0,1,1,0,0,0,0,0,3,11,,0,0,,0 +mayoja01,1952,1,PHI,NL,50,119,13,29,5,0,1,4,1,3,12,17,,0,1,,4 +mayswi01,1952,1,NY1,NL,34,127,17,30,2,4,4,23,4,1,16,17,,1,0,,2 +mccosba01,1952,1,CLE,AL,54,80,14,17,4,1,1,6,1,1,8,5,,0,0,,2 +mcculcl01,1952,1,PIT,NL,66,172,10,40,5,1,1,15,0,1,10,18,,2,5,,3 +mcdermi03,1952,1,BOS,AL,36,62,10,14,1,1,1,7,0,0,4,11,,0,3,,0 +mcdonji04,1952,1,NYA,AL,26,19,3,6,3,0,0,3,0,0,3,6,,0,0,,0 +mcdougi01,1952,1,NYA,AL,152,555,65,146,16,5,11,78,6,5,57,73,,4,16,,14 +mclelwa01,1952,1,DET,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcmilro01,1952,1,CIN,NL,154,540,60,132,32,2,7,57,4,5,45,81,,3,2,,13 +melesa01,1952,1,WS1,AL,9,28,2,12,3,0,2,10,0,0,1,2,,0,0,,0 +melesa01,1952,2,CHA,AL,123,423,46,105,18,2,14,59,1,2,48,40,,2,1,,18 +mersoja01,1952,1,PIT,NL,111,398,41,98,20,2,5,38,1,1,22,38,,1,3,,11 +metkoca01,1952,1,PIT,NL,125,373,41,101,18,3,7,41,5,2,32,29,,4,5,,9 +meyerru01,1952,1,PHI,NL,37,79,4,7,1,0,1,6,0,0,3,23,,1,5,,4 +michaca01,1952,1,WS1,AL,22,86,10,20,4,1,1,7,0,0,7,15,,0,0,,5 +michaca01,1952,2,SLA,AL,55,166,21,44,8,2,3,25,1,0,23,16,,0,1,,3 +michaca01,1952,3,PHA,AL,55,200,22,50,4,5,1,18,3,0,23,11,,1,4,,5 +miggila01,1952,1,SLN,NL,42,96,7,22,5,1,2,10,0,1,3,19,,0,0,,0 +miksied01,1952,1,CHN,NL,93,383,44,89,20,1,2,19,4,4,20,32,,1,3,,7 +millebi04,1952,1,NYA,AL,21,28,3,6,2,0,0,2,0,0,0,8,,0,2,,0 +millebo02,1952,1,PHI,NL,3,1,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +millest01,1952,1,SLN,NL,12,25,0,3,0,0,0,3,0,1,1,3,,0,6,,0 +minnepa01,1952,1,CHN,NL,29,64,8,15,5,1,1,5,0,0,5,19,,0,3,,0 +minosmi01,1952,1,CHA,AL,147,569,96,160,24,9,13,61,22,16,71,46,,14,14,,15 +miranwi01,1952,1,CHA,AL,12,8,1,2,1,0,0,0,0,0,3,0,0,0,2,,0 +miranwi01,1952,2,SLA,AL,7,11,2,1,0,1,0,1,0,0,3,1,,0,1,,0 +miranwi01,1952,3,CHA,AL,58,142,13,31,3,1,0,7,1,0,10,14,,1,6,,2 +mitchda01,1952,1,CLE,AL,134,511,61,165,26,3,5,58,6,6,52,9,,1,7,,14 +mizejo01,1952,1,NYA,AL,78,137,9,36,9,0,4,29,0,0,11,15,,2,0,,6 +mizelvi01,1952,1,SLN,NL,30,68,2,3,1,1,0,1,0,0,0,31,,0,4,,2 +moorera02,1952,1,BRO,NL,14,3,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +morenju01,1952,1,WS1,AL,26,49,2,6,1,0,0,0,0,0,1,6,,0,1,,3 +morgabo01,1952,1,BRO,NL,67,191,36,45,8,0,7,16,2,2,46,35,,3,2,,5 +morgato01,1952,1,NYA,AL,16,33,3,6,0,1,1,2,0,0,0,12,,0,0,,0 +mossle01,1952,1,SLA,AL,52,118,11,29,3,0,3,12,0,1,15,13,,0,2,,6 +muelldo01,1952,1,NY1,NL,126,456,61,128,14,7,12,49,2,1,34,24,,2,4,,8 +muirjo01,1952,1,PIT,NL,12,9,1,1,0,0,0,0,0,0,1,1,,0,0,,0 +mullipa01,1952,1,DET,AL,97,255,29,64,13,5,7,35,4,2,31,30,,0,3,,9 +mungere01,1952,1,SLN,NL,1,2,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +mungere01,1952,2,PIT,NL,5,7,0,0,0,0,0,0,0,0,0,4,,0,1,,0 +murrara01,1952,1,PHA,AL,44,136,14,28,5,0,1,10,0,0,9,13,,0,1,,3 +musiast01,1952,1,SLN,NL,154,578,105,194,42,6,21,91,7,7,96,29,,2,0,,11 +necciro01,1952,1,PIT,NL,12,17,0,1,0,0,0,1,0,0,1,9,,0,0,,0 +negraro01,1952,1,BRO,NL,4,2,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +nelsoro01,1952,1,BRO,NL,37,39,6,10,1,0,0,3,0,0,7,4,,0,0,,0 +newhoha01,1952,1,DET,AL,26,46,5,10,1,0,0,4,0,0,10,9,,0,1,,2 +newsobo01,1952,1,WS1,AL,10,2,0,0,0,0,0,0,0,0,0,2,,0,0,,0 +newsobo01,1952,2,PHA,AL,14,15,0,2,0,0,0,1,0,0,0,5,,0,1,,2 +niarhgu01,1952,1,BOS,AL,29,58,4,6,0,0,0,4,0,0,12,9,,1,1,,1 +nichobi01,1952,1,PHI,NL,55,88,17,24,3,0,6,19,0,0,14,26,,3,1,,0 +nichodo01,1952,1,CHA,AL,3,2,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +niemabo01,1952,1,SLA,AL,131,478,66,138,22,2,18,74,0,4,46,73,,1,8,,14 +nixonwi01,1952,1,BOS,AL,33,53,3,11,3,0,0,7,0,0,4,8,,0,0,,0 +noblera01,1952,1,NY1,NL,6,5,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +norenir01,1952,1,WS1,AL,12,49,4,12,3,1,0,2,1,0,6,3,,0,1,,1 +norenir01,1952,2,NYA,AL,93,272,36,64,13,2,5,21,4,2,26,34,,6,2,,1 +northro01,1952,1,CHN,NL,1,1,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +nuxhajo01,1952,1,CIN,NL,37,23,0,2,0,0,0,0,0,0,0,8,,0,0,,1 +okriele01,1952,1,BOS,AL,1,1,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +ostrojo02,1952,1,NYA,AL,20,8,0,0,0,0,0,0,0,0,0,2,,0,2,,1 +overmst01,1952,1,SLA,AL,17,11,0,2,1,0,0,0,0,0,0,3,,0,0,,0 +pafkoan01,1952,1,BRO,NL,150,551,76,158,17,5,19,85,4,3,64,48,,5,4,,14 +paigesa01,1952,1,SLA,AL,46,39,0,5,0,0,0,2,0,0,1,10,,0,4,,1 +parneme01,1952,1,BOS,AL,35,84,4,8,0,1,1,4,0,0,6,12,,0,0,,4 +pellaed01,1952,1,CIN,NL,46,100,15,17,2,0,1,3,1,0,8,18,,0,0,,2 +perkoha01,1952,1,CIN,NL,33,75,8,12,2,1,0,5,0,0,1,23,,0,1,,1 +peskyjo01,1952,1,BOS,AL,25,67,10,10,2,0,0,2,0,3,15,5,,1,1,,1 +peskyjo01,1952,2,DET,AL,69,177,26,45,4,0,1,9,1,2,41,11,,0,5,,2 +peterke01,1952,1,PHI,NL,3,1,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +phillda01,1952,1,PHA,AL,151,586,80,154,25,4,7,71,11,4,59,35,,4,17,,29 +phillja02,1952,1,PIT,NL,1,1,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +piconma01,1952,1,NY1,NL,2,2,0,0,0,0,0,0,0,0,0,0,,0,1,,0 +piercbi02,1952,1,CHA,AL,35,91,11,17,1,0,0,3,0,1,6,20,,0,5,,3 +piersji01,1952,1,BOS,AL,56,161,28,43,8,0,1,16,3,3,28,26,,1,4,,2 +pilledu01,1952,1,SLA,AL,35,66,7,12,2,0,0,7,0,0,4,15,,1,6,,2 +podbibu01,1952,1,BRO,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +podbibu01,1952,2,CIN,NL,24,25,1,4,0,0,0,2,0,0,2,4,,0,0,,0 +polleho01,1952,1,PIT,NL,31,68,4,13,0,0,0,4,0,0,8,17,,0,2,,2 +popeda01,1952,1,CLE,AL,12,34,9,10,1,1,1,4,0,0,1,7,,0,0,,0 +portebo01,1952,1,WS1,AL,31,79,5,15,3,0,0,3,0,0,2,18,,0,3,,2 +porteja01,1952,1,SLA,AL,33,104,12,26,4,1,0,7,4,0,10,10,,0,1,,4 +posselo01,1952,1,PHI,NL,4,2,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +postwa01,1952,1,CIN,NL,19,58,5,9,1,0,2,7,0,0,4,20,,1,0,,1 +pramejo01,1952,1,CHN,NL,22,46,1,13,1,0,1,5,0,0,4,4,,0,0,,1 +preskjo01,1952,1,SLN,NL,28,43,1,4,0,0,0,1,0,0,2,14,,0,3,,0 +priddje01,1952,1,DET,AL,75,279,37,79,23,3,4,20,1,8,42,29,,1,1,,4 +queenme01,1952,1,PIT,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +raffeke01,1952,1,CIN,NL,38,75,5,8,1,0,1,1,0,0,2,32,,0,11,,0 +ramazbo01,1952,1,CHN,NL,50,183,26,52,5,3,1,12,3,1,14,14,,1,0,,7 +ramsdwi01,1952,1,CHN,NL,19,18,0,1,1,0,0,0,0,0,1,7,,0,0,,0 +rappea01,1952,1,SLA,AL,30,49,3,7,4,0,0,4,0,0,0,8,,0,0,,2 +rappea01,1952,2,WS1,AL,46,67,7,19,6,0,0,9,0,0,6,13,,1,0,,0 +raschvi01,1952,1,NYA,AL,31,69,4,13,2,0,0,2,0,0,8,27,,0,10,,1 +reedbi01,1952,1,BSN,NL,15,52,4,13,0,0,0,0,0,0,0,5,,1,2,,2 +reesepe01,1952,1,BRO,NL,149,559,94,152,18,8,6,58,30,5,86,59,,0,15,,16 +reisepe01,1952,1,CLE,AL,34,44,7,6,1,0,3,7,1,1,4,16,,0,0,,1 +reynoal01,1952,1,NYA,AL,41,85,6,13,0,1,0,7,0,0,5,22,,0,4,,1 +rhodedu01,1952,1,NY1,NL,67,176,34,44,8,1,10,36,1,0,23,33,,1,0,,5 +ricede01,1952,1,SLN,NL,147,495,43,128,27,2,11,65,0,1,33,38,,6,3,,12 +riceha02,1952,1,SLN,NL,98,295,37,85,14,5,7,45,1,3,16,26,,0,1,,9 +ridzist01,1952,1,PHI,NL,24,22,2,3,0,0,0,0,0,0,3,5,,0,2,,0 +rignebi01,1952,1,NY1,NL,60,90,15,27,5,1,1,14,2,3,11,6,,2,2,,2 +riverji01,1952,1,SLA,AL,97,336,45,86,13,6,4,30,8,7,29,59,,2,4,,3 +riverji01,1952,2,CHA,AL,53,201,27,50,7,3,3,18,13,2,21,27,,0,2,,1 +rizzuph01,1952,1,NYA,AL,152,578,89,147,24,10,2,43,17,6,67,42,,5,23,,9 +roberro01,1952,1,PHI,NL,39,112,3,14,6,1,0,7,0,0,11,19,,1,13,,4 +robersh01,1952,1,WS1,AL,1,0,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +robersh01,1952,2,PHA,AL,43,60,8,12,3,0,0,5,1,2,21,15,,0,0,,1 +robined01,1952,1,CHA,AL,155,594,79,176,33,1,22,104,2,0,70,49,,12,5,,8 +robinja02,1952,1,BRO,NL,149,510,104,157,17,3,19,75,24,7,106,40,,14,6,,16 +rodrihe01,1952,1,CHA,AL,124,407,55,108,14,0,1,40,7,6,47,22,,3,5,,10 +roepr01,1952,1,BRO,NL,27,57,2,4,0,0,0,3,0,0,3,19,,0,5,,1 +rogovsa01,1952,1,CHA,AL,33,84,6,17,3,0,1,7,1,0,4,18,,1,4,,1 +rojekst01,1952,1,SLA,AL,9,7,0,1,0,0,0,0,0,0,2,0,,0,0,,1 +rosenal01,1952,1,CLE,AL,148,567,101,171,32,5,28,105,8,6,75,54,,4,3,,18 +rossijo01,1952,1,CIN,NL,55,145,14,32,0,1,1,6,1,0,20,20,,1,0,,3 +rozekdi01,1952,1,CLE,AL,10,2,0,0,0,0,0,0,0,0,0,2,,0,0,,0 +runnepe01,1952,1,WS1,AL,152,555,70,158,18,3,1,64,0,10,72,55,,1,4,,14 +rushbo01,1952,1,CHN,NL,34,96,5,28,5,1,0,15,0,0,1,35,,0,2,,1 +ruthejo01,1952,1,BRO,NL,22,31,3,9,1,0,0,3,0,0,1,11,,0,1,,0 +ryanco01,1952,1,PHI,NL,154,577,81,139,24,6,12,49,13,5,69,72,,5,5,,13 +sainjo01,1952,1,NYA,AL,47,71,4,19,4,1,1,14,0,0,3,5,,0,1,,1 +sanchra01,1952,1,WS1,AL,3,5,1,0,0,0,0,0,0,0,0,1,,0,0,,0 +sarnibi01,1952,1,SLN,NL,3,5,0,1,0,0,0,0,0,0,0,1,,0,0,,0 +sauerha01,1952,1,CHN,NL,151,567,89,153,31,3,37,121,1,2,77,92,,4,1,,14 +scarbra01,1952,1,BOS,AL,28,18,1,4,0,0,0,4,0,0,2,5,,0,0,,1 +scarbra01,1952,2,NYA,AL,9,14,1,5,1,0,0,0,0,0,0,0,,0,0,,0 +schaeha01,1952,1,NYA,AL,5,3,0,0,0,0,0,0,0,0,0,2,,0,0,,0 +schalar01,1952,1,NYA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +scheica01,1952,1,PHA,AL,44,82,4,18,0,0,0,7,1,0,0,9,,0,1,,4 +schmege01,1952,1,SLA,AL,34,61,9,8,1,1,0,3,0,0,2,18,,0,0,,0 +schmege01,1952,2,BOS,AL,42,64,8,13,3,0,0,3,0,1,10,11,,0,1,,1 +schmijo01,1952,1,BRO,NL,10,8,0,1,0,0,0,0,0,0,0,4,,0,2,,0 +schmijo01,1952,2,NYA,AL,5,5,1,3,0,1,0,2,0,0,0,1,,0,0,,0 +schmijo01,1952,3,CIN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schmiwi01,1952,1,SLN,NL,18,8,0,1,0,0,0,0,0,0,0,1,,0,0,,0 +schoere01,1952,1,SLN,NL,152,620,91,188,40,7,7,67,9,6,42,30,,0,11,,17 +schulbo01,1952,1,CHN,NL,29,18,2,4,1,0,0,1,0,0,0,3,,0,0,,1 +segrika01,1952,1,NYA,AL,13,23,3,1,0,0,0,1,0,0,3,1,,0,1,,0 +seminan01,1952,1,CIN,NL,108,336,38,86,16,1,14,50,1,3,35,65,,2,1,,7 +senerso01,1952,1,PIT,NL,29,100,5,22,5,0,3,11,0,3,4,21,,0,0,,0 +serenbi01,1952,1,CHN,NL,122,390,49,107,21,5,15,61,1,0,39,83,,3,3,,14 +shantbo01,1952,1,PHA,AL,34,96,13,19,4,1,0,12,0,2,5,9,,2,13,,0 +sheasp01,1952,1,WS1,AL,22,63,6,15,2,0,0,10,0,0,2,16,,0,1,,2 +sheelbu01,1952,1,CHA,AL,36,75,1,18,2,0,0,3,0,1,12,7,,1,1,,2 +shubage01,1952,1,BRO,NL,94,256,40,78,12,1,9,40,1,3,38,29,,0,0,,8 +sievero01,1952,1,SLA,AL,11,30,3,6,3,0,0,5,0,0,1,4,,0,1,,1 +silvech01,1952,1,NYA,AL,20,55,4,18,3,0,0,11,0,3,5,2,,0,0,,1 +simmocu01,1952,1,PHI,NL,28,67,4,11,1,0,1,8,0,0,6,17,,0,5,,0 +simpsha01,1952,1,CLE,AL,146,545,66,145,21,10,10,65,5,3,56,82,,2,4,,10 +sisledi01,1952,1,CIN,NL,11,27,3,5,1,1,0,4,0,0,3,5,,0,0,,0 +sisledi01,1952,2,SLN,NL,119,418,48,109,14,5,13,60,3,3,29,35,,2,1,,8 +sistisi01,1952,1,BSN,NL,90,245,19,52,10,1,4,24,2,0,14,43,,0,10,,9 +slaugen01,1952,1,SLN,NL,140,510,73,153,17,12,11,101,6,1,70,25,,1,6,,11 +sleatlo01,1952,1,SLA,AL,4,2,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +sleatlo01,1952,2,WS1,AL,15,20,0,1,0,0,0,1,0,0,0,0,,0,1,,1 +smallro01,1952,1,CHN,NL,87,261,36,58,14,1,5,30,0,0,29,58,,2,1,,5 +smithdi01,1952,1,PIT,NL,29,66,8,7,1,0,0,5,0,0,9,3,,0,0,,1 +smithfr06,1952,1,CIN,NL,53,29,2,5,2,0,0,0,0,0,0,12,,0,1,,0 +snidedu01,1952,1,BRO,NL,144,534,80,162,25,7,21,92,7,4,55,77,,0,9,,17 +snydeje01,1952,1,WS1,AL,36,57,5,9,2,0,0,2,1,0,5,8,,0,2,,1 +souchst01,1952,1,DET,AL,92,265,40,66,16,4,13,45,1,0,21,28,,0,0,,17 +spahnwa01,1952,1,BSN,NL,52,112,10,18,2,1,2,9,1,0,4,23,,0,2,,0 +spencda01,1952,1,NY1,NL,7,17,0,5,0,1,0,3,0,0,1,4,,0,0,,0 +spencge01,1952,1,NY1,NL,35,10,2,2,0,0,0,0,0,0,0,4,,0,0,,0 +stalege01,1952,1,SLN,NL,35,85,6,13,0,0,0,1,0,1,2,10,,0,7,,1 +stallvi01,1952,1,CIN,NL,2,1,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +stallvi01,1952,2,SLN,NL,29,31,4,4,1,0,0,1,0,0,1,5,,0,0,,1 +stanked01,1952,1,SLN,NL,53,83,13,19,4,0,0,7,0,0,19,9,,0,3,,0 +stclaeb01,1952,1,BSN,NL,39,108,5,23,2,0,2,4,0,1,8,12,,0,1,,3 +stephge01,1952,1,BOS,AL,21,53,10,12,5,0,0,5,4,2,3,8,,0,1,,1 +stephve01,1952,1,BOS,AL,92,295,35,75,13,2,7,44,2,2,39,31,,1,2,,8 +stewabu01,1952,1,CHA,AL,92,225,23,60,10,0,5,30,3,0,28,17,,1,4,,1 +stewabu02,1952,1,WS1,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stirnsn01,1952,1,CLE,AL,1,0,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +stobbch01,1952,1,CHA,AL,38,38,1,3,0,0,0,3,0,0,6,11,,0,4,,1 +stricge01,1952,1,PIT,NL,76,232,17,41,6,2,5,22,4,2,21,45,,1,2,,5 +stricge01,1952,2,CLE,AL,31,88,8,19,4,0,1,8,0,0,14,15,,0,1,,0 +stuarma01,1952,1,DET,AL,30,23,3,2,0,0,0,2,0,0,3,6,,0,3,,1 +stuarma01,1952,2,SLA,AL,12,6,0,0,0,0,0,0,0,0,1,1,,0,0,,0 +stuffpa01,1952,1,PHI,NL,2,2,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +sucheji01,1952,1,PIT,NL,5,2,0,0,0,0,0,0,0,0,1,1,,0,0,,0 +suderpe01,1952,1,PHA,AL,74,228,22,55,7,2,1,20,1,1,16,17,,0,8,,4 +sulliru01,1952,1,DET,AL,15,52,7,17,2,1,3,5,1,0,3,5,,1,0,,0 +surkoma01,1952,1,BSN,NL,31,63,2,7,3,0,0,3,0,0,3,16,,0,7,,1 +swiftbo01,1952,1,DET,AL,28,58,3,8,1,0,0,4,0,0,7,7,,1,0,,5 +taylobe02,1952,1,DET,AL,7,18,0,3,0,0,0,0,0,0,0,5,,0,0,,1 +taylofr01,1952,1,WS1,AL,10,19,3,5,1,0,0,4,0,0,3,2,,0,0,,0 +tayloha03,1952,1,BOS,AL,2,4,1,1,0,0,0,0,0,0,0,0,,0,0,,0 +taylope01,1952,1,SLA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tebbebi01,1952,1,CLE,AL,42,101,4,25,4,0,1,8,0,1,12,9,,2,2,,5 +templjo01,1952,1,CIN,NL,30,97,8,19,3,0,1,5,2,1,5,1,,0,0,,3 +thielbe01,1952,1,BSN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thomafr03,1952,1,PIT,NL,6,21,1,2,0,0,0,0,0,0,1,1,,0,0,,2 +thomaki01,1952,1,PHA,AL,75,116,24,29,6,1,6,18,0,1,20,27,,1,0,,4 +thomale02,1952,1,SLA,AL,41,124,12,29,5,1,0,12,2,0,17,7,,2,3,,4 +thomale02,1952,2,CHA,AL,19,24,1,4,0,0,0,6,0,0,6,4,,0,4,,1 +thompha02,1952,1,NY1,NL,128,423,67,110,13,9,17,67,4,4,50,38,,4,7,,7 +thomsbo01,1952,1,NY1,NL,153,608,89,164,29,14,24,108,5,2,52,74,,4,2,,16 +thorpbo01,1952,1,BSN,NL,81,292,20,76,8,2,3,26,3,1,5,42,,1,4,,7 +thronfa01,1952,1,BOS,AL,98,310,38,80,11,3,5,23,16,7,33,67,,1,0,,1 +tiefebo01,1952,1,SLN,NL,6,1,1,0,0,0,0,0,0,0,0,0,,0,0,,0 +tiptojo01,1952,1,PHA,AL,23,68,6,13,4,0,3,8,0,0,15,10,,0,2,,1 +tiptojo01,1952,2,CLE,AL,43,105,15,26,2,0,6,22,1,0,21,21,,2,1,,4 +torgeea01,1952,1,BSN,NL,122,382,49,88,17,0,5,34,11,7,81,38,,1,7,,8 +troupqu01,1952,1,CLE,AL,6,10,1,1,0,0,0,0,0,0,1,3,,0,0,,1 +troutdi01,1952,1,DET,AL,10,9,1,3,0,0,0,0,0,0,0,3,,0,1,,0 +troutdi01,1952,2,BOS,AL,26,44,3,6,0,0,1,3,0,0,1,18,,0,0,,1 +truckvi01,1952,1,DET,AL,35,64,3,12,0,0,1,3,1,0,1,11,,0,2,,2 +tuttlbi01,1952,1,DET,AL,7,25,2,6,0,0,0,2,0,0,0,1,,0,0,,2 +uptonto01,1952,1,WS1,AL,5,5,1,0,0,0,0,0,0,0,1,0,,0,1,,0 +usherbo01,1952,1,CHN,NL,1,0,0,0,0,0,0,0,0,0,1,0,,0,0,,0 +valoel01,1952,1,PHA,AL,129,388,69,109,26,4,5,47,12,11,101,16,,2,4,,10 +vancuch01,1952,1,BRO,NL,23,33,3,8,1,0,0,4,0,0,1,6,,0,3,,0 +varnebu01,1952,1,WS1,AL,2,4,0,0,0,0,0,0,0,0,1,1,,0,0,,1 +vernomi01,1952,1,WS1,AL,154,569,71,143,33,9,10,80,7,7,89,66,,0,5,,11 +vollmcl01,1952,1,BOS,AL,90,250,35,66,12,4,11,50,2,2,39,47,,3,1,,14 +wadebe01,1952,1,BRO,NL,37,60,7,7,3,0,3,6,0,0,1,22,,0,2,,3 +waitked01,1952,1,PHI,NL,146,499,51,144,29,4,2,49,2,2,64,23,,1,4,,6 +wakefdi01,1952,1,NY1,NL,3,2,0,0,0,0,0,0,0,0,1,1,,0,0,,1 +walkeru01,1952,1,BRO,NL,46,139,9,36,8,0,1,19,0,0,8,17,,1,2,,3 +wallsle01,1952,1,PIT,NL,32,80,6,15,0,1,2,5,0,0,8,22,,0,0,,1 +waughji01,1952,1,PIT,NL,17,10,0,1,0,0,0,0,0,0,2,5,,0,1,,1 +wehmehe01,1952,1,CIN,NL,41,64,10,12,1,0,1,5,0,0,4,16,,0,2,,0 +werlebi01,1952,1,PIT,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +werlebi01,1952,2,SLN,NL,19,9,1,1,0,0,0,0,0,0,0,3,,0,0,,0 +wertzvi01,1952,1,DET,AL,85,285,46,70,15,3,17,51,1,0,46,44,,1,0,,6 +wertzvi01,1952,2,SLA,AL,37,130,22,45,5,0,6,19,0,0,23,20,,0,1,,2 +westlwa01,1952,1,SLN,NL,21,74,7,16,3,0,0,10,1,1,8,11,,0,1,,3 +westlwa01,1952,2,CIN,NL,59,183,29,37,4,0,3,14,0,2,31,29,,2,1,,10 +westlwa01,1952,3,CLE,AL,29,69,11,16,4,1,1,9,1,0,8,16,,0,3,,2 +westrwe01,1952,1,NY1,NL,114,322,47,71,11,0,14,43,1,2,76,68,,3,2,,5 +whisepe01,1952,1,BSN,NL,24,52,3,10,2,0,0,7,1,1,4,13,,0,0,,2 +whiteha01,1952,1,DET,AL,41,11,0,2,0,0,0,0,0,0,0,5,,0,0,,1 +whitesa02,1952,1,BOS,AL,115,381,35,107,20,2,10,49,2,3,16,43,,0,2,,13 +widmaal01,1952,1,CHA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wightbi01,1952,1,BOS,AL,10,7,0,1,0,0,0,1,0,0,1,3,,0,0,,0 +wightbi01,1952,2,DET,AL,23,50,2,11,2,0,0,4,0,0,1,7,,0,2,,1 +wilbede01,1952,1,PHI,NL,2,2,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +wilbede01,1952,2,BOS,AL,47,135,7,36,10,1,3,23,1,0,7,20,,1,0,,4 +wilheho01,1952,1,NY1,NL,71,38,4,6,0,0,1,2,0,1,1,11,,0,3,,0 +wilkste01,1952,1,PIT,NL,44,8,0,1,0,0,0,0,0,0,0,0,,0,1,,0 +wilkste01,1952,2,CLE,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +willida03,1952,1,NY1,NL,138,540,70,137,26,3,13,55,2,3,48,63,,8,9,,6 +willidi02,1952,1,BRO,NL,36,68,13,21,4,1,0,11,0,0,2,10,,0,1,,4 +willite01,1952,1,BOS,AL,6,10,2,4,0,1,1,3,0,0,2,2,,0,0,,0 +wilsoar03,1952,1,NYA,AL,3,2,0,1,0,0,0,1,0,0,0,0,,0,0,,0 +wilsoar03,1952,2,WS1,AL,26,96,8,20,2,3,0,14,0,0,5,11,,1,0,,8 +wilsoar03,1952,3,BOS,AL,18,38,1,10,3,0,0,2,0,0,2,3,,0,1,,2 +wilsoge01,1952,1,CHA,AL,8,9,0,1,0,0,0,1,0,0,1,2,,0,0,,0 +wilsoge01,1952,2,NY1,NL,62,112,9,27,7,0,2,16,0,0,3,14,,0,1,,0 +wilsoji02,1952,1,BSN,NL,33,86,4,14,2,0,0,8,0,0,2,15,,0,3,,0 +wilsore01,1952,1,CHA,AL,2,3,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +wolfeed01,1952,1,PIT,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +woodke01,1952,1,BOS,AL,15,20,0,2,0,0,0,0,0,0,3,4,,0,0,,0 +woodke01,1952,2,WS1,AL,61,210,26,50,8,6,6,32,0,1,30,21,,0,0,,6 +woodlge01,1952,1,NYA,AL,122,408,58,126,19,6,12,63,1,4,59,31,,1,3,,5 +wrighed01,1952,1,PHA,AL,24,7,1,1,1,0,0,0,0,0,0,2,,0,0,,1 +wrighto01,1952,1,SLA,AL,29,66,6,16,0,0,1,6,1,1,12,20,,0,0,,2 +wrighto01,1952,2,CHA,AL,60,132,15,34,10,2,1,21,1,0,16,16,,1,2,,3 +wynnea01,1952,1,CLE,AL,44,99,5,22,2,0,0,10,0,0,9,15,,0,4,,3 +wyrosjo01,1952,1,CIN,NL,30,106,12,25,1,3,1,10,1,2,18,7,,0,1,,6 +wyrosjo01,1952,2,PHI,NL,98,321,45,88,16,3,1,37,1,7,44,26,,1,5,,6 +yosted01,1952,1,WS1,AL,157,587,92,137,32,3,12,49,4,3,129,73,,8,10,,9 +youngbo01,1952,1,SLA,AL,149,575,59,142,15,9,4,39,3,3,56,48,,0,5,,7 +youngdi01,1952,1,PHI,NL,5,9,3,2,1,0,0,0,1,0,1,3,,0,0,,0 +yuhased01,1952,1,SLN,NL,54,21,0,4,1,0,0,1,0,0,2,6,,0,2,,1 +yvarssa01,1952,1,NY1,NL,66,151,15,37,3,0,4,18,0,0,10,16,,1,2,,7 +zarilal01,1952,1,CHA,AL,39,99,14,23,4,1,2,7,1,0,14,6,,1,2,,2 +zarilal01,1952,2,SLA,AL,48,130,20,31,6,0,1,9,2,1,27,15,,1,0,,2 +zarilal01,1952,3,BOS,AL,21,60,9,11,0,1,2,8,2,0,7,8,,0,0,,0 +zernigu01,1952,1,PHA,AL,145,549,76,144,15,1,29,100,5,1,70,87,,1,1,,13 +zoldasa01,1952,1,PHA,AL,16,23,1,4,0,0,0,1,0,0,1,5,,0,1,,1 +zuverge01,1952,1,CLE,AL,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +aberal01,1953,1,CLE,AL,6,0,0,0,0,0,0,0,0,0,2,0,,0,0,,0 +aberal01,1953,2,DET,AL,17,23,2,3,0,0,0,2,0,0,1,6,,0,1,,0 +abramca01,1953,1,PIT,NL,119,448,66,128,10,6,15,43,4,4,58,70,,0,6,,2 +adamsbo03,1953,1,CIN,NL,150,607,99,167,14,6,8,49,3,2,58,67,,0,12,,7 +adcocjo01,1953,1,ML1,NL,157,590,71,168,33,6,18,80,3,2,42,82,,2,6,,22 +addisbo01,1953,1,CHN,NL,10,12,2,2,1,0,0,1,0,0,2,0,,0,0,,0 +addisbo01,1953,2,PIT,NL,4,3,0,0,0,0,0,0,0,0,0,2,,0,0,,0 +alomalu01,1953,1,CHA,AL,24,6,0,0,0,0,0,0,0,0,0,4,,0,0,,0 +anderfe01,1953,1,SLN,NL,18,35,1,10,2,0,0,1,0,0,0,4,,0,0,,0 +antonbi01,1953,1,BRO,NL,40,43,9,7,1,1,1,4,0,0,2,11,,0,0,,1 +antonjo02,1953,1,ML1,NL,31,62,7,11,2,0,0,4,0,0,3,14,,0,4,,0 +ashburi01,1953,1,PHI,NL,156,622,110,205,25,9,2,57,14,6,61,35,,5,14,,3 +astrojo01,1953,1,PHA,AL,82,260,28,77,15,2,3,24,1,0,27,12,,2,0,,11 +atwelto01,1953,1,CHN,NL,24,74,10,17,2,0,1,8,0,0,13,7,,0,1,,0 +atwelto01,1953,2,PIT,NL,53,139,11,34,6,0,0,17,0,0,20,12,,3,2,,8 +avilabo01,1953,1,CLE,AL,141,559,85,160,22,3,8,55,10,8,58,27,,2,14,,18 +aylwadi01,1953,1,CLE,AL,4,3,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +babelo01,1953,1,NYA,AL,5,18,2,6,1,0,2,6,0,0,0,2,,0,0,,0 +babelo01,1953,2,PHA,AL,103,343,34,77,16,2,0,20,0,1,35,20,,2,3,,9 +baczefr01,1953,1,CHN,NL,9,2,0,1,0,0,0,0,0,0,0,1,,0,1,,0 +baczefr01,1953,2,CIN,NL,24,45,4,8,0,0,1,2,0,0,1,14,,0,3,,0 +baileed01,1953,1,CIN,NL,2,8,1,3,1,0,0,1,0,0,1,3,,0,0,,0 +bakerfl01,1953,1,WS1,AL,9,7,0,0,0,0,0,0,0,0,1,0,,1,0,,0 +bakerfl01,1953,2,BOS,AL,81,172,22,47,4,2,0,24,0,2,24,10,,1,2,,5 +bakerge02,1953,1,CHN,NL,7,22,1,5,1,0,0,0,1,0,1,4,,0,1,,1 +baldwfr01,1953,1,CIN,NL,16,20,0,2,0,0,0,0,0,0,1,9,,0,0,,1 +bankser01,1953,1,CHN,NL,10,35,3,11,1,1,2,6,0,0,4,5,,0,0,,0 +barmebr01,1953,1,WS1,AL,5,5,1,1,0,0,0,0,0,0,0,0,,0,0,,0 +battsma01,1953,1,DET,AL,116,374,38,104,24,3,6,43,2,3,24,36,,0,1,,9 +bauerha01,1953,1,NYA,AL,133,437,77,133,20,6,10,57,2,3,59,45,,6,1,,8 +baumgjo01,1953,1,DET,AL,7,27,3,5,0,0,0,2,0,0,0,5,,0,0,,0 +baumhfr01,1953,1,CHN,NL,133,520,75,159,36,7,3,25,3,3,42,36,,1,4,,5 +beardge01,1953,1,CHA,AL,31,21,2,4,0,0,0,3,0,0,0,4,,0,2,,1 +belarwa01,1953,1,BRO,NL,69,163,19,39,3,2,11,34,0,0,16,40,,1,0,,2 +bellgu01,1953,1,CIN,NL,151,610,102,183,37,5,30,105,0,2,48,72,,3,4,,14 +bensove01,1953,1,SLN,NL,13,4,2,0,0,0,0,0,0,0,1,2,,0,0,,0 +bernica01,1953,1,PIT,NL,105,310,48,66,7,8,3,31,15,14,51,53,,4,1,,11 +berrayo01,1953,1,NYA,AL,137,503,80,149,23,5,27,108,0,3,50,32,,3,1,,7 +berryne01,1953,1,SLA,AL,57,99,14,28,1,2,0,11,1,2,9,10,,0,3,,4 +berryne01,1953,2,CHA,AL,5,8,1,1,0,0,0,0,0,0,1,1,,0,0,,1 +bertore01,1953,1,DET,AL,1,1,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +bickfve01,1953,1,ML1,NL,20,15,1,1,0,0,0,0,0,0,1,7,,0,1,,1 +bilkost01,1953,1,SLN,NL,154,570,72,143,23,3,21,84,0,1,70,125,,1,0,,17 +bishoch01,1953,1,PHA,AL,40,56,2,5,2,0,0,6,0,0,2,27,,0,0,,0 +blackew01,1953,1,NYA,AL,8,5,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +blackjo02,1953,1,BRO,NL,34,17,1,4,0,0,0,1,0,0,0,5,,0,0,,0 +blakeed01,1953,1,CIN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +blyzkmi01,1953,1,SLA,AL,33,23,1,0,0,0,0,1,0,0,1,9,,0,2,,0 +bokeldi01,1953,1,SLN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bollimi01,1953,1,BOS,AL,109,323,30,85,12,1,5,28,1,4,23,41,,3,13,,4 +bollwdo01,1953,1,NYA,AL,70,155,24,46,6,4,6,24,1,0,21,31,,1,1,,0 +boonera01,1953,1,CLE,AL,34,112,21,27,1,2,4,21,1,2,24,21,,0,3,,3 +boonera01,1953,2,DET,AL,101,385,73,120,16,6,22,93,2,1,48,47,,5,5,,6 +borkobo01,1953,1,CIN,NL,94,249,32,67,11,1,7,29,0,1,21,41,,1,2,,5 +bowmaro01,1953,1,PIT,NL,30,7,0,2,0,0,0,0,0,0,1,4,,0,0,,0 +boydbo01,1953,1,CHA,AL,55,165,20,49,6,2,3,23,1,4,13,11,,1,3,,3 +brancra01,1953,1,BRO,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brancra01,1953,2,DET,AL,17,34,3,4,0,1,0,4,0,0,2,14,,0,1,,2 +brazlal01,1953,1,SLN,NL,60,15,2,5,1,0,0,0,0,0,0,1,,0,2,,0 +brechha01,1953,1,SLA,AL,27,39,1,7,0,0,0,2,0,0,1,10,,0,2,,1 +brideji01,1953,1,NYA,AL,7,3,3,3,0,1,0,3,0,0,1,0,,0,0,,0 +bridgro01,1953,1,CIN,NL,122,432,52,98,13,2,1,21,6,3,37,42,,0,8,,10 +brisslo01,1953,1,CLE,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brownha01,1953,1,BOS,AL,30,58,5,17,5,0,1,10,0,1,2,5,,1,4,,0 +brownto02,1953,1,CHN,NL,65,138,19,27,7,1,2,13,1,0,13,17,,3,0,,9 +brutobi01,1953,1,ML1,NL,151,613,82,153,18,14,1,41,26,11,44,100,,6,5,,9 +buchajo01,1953,1,DET,AL,60,158,17,35,9,0,1,14,1,1,20,14,,0,2,,3 +buhlbo01,1953,1,ML1,NL,30,53,3,6,0,0,0,2,0,0,2,18,,0,5,,1 +burdele01,1953,1,ML1,NL,46,53,4,9,0,0,0,1,0,0,0,13,,0,5,,0 +burgesm01,1953,1,PHI,NL,102,312,31,91,17,5,4,36,3,2,37,17,,2,0,,11 +burripa01,1953,1,ML1,NL,2,1,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +busbyji01,1953,1,WS1,AL,150,586,68,183,28,7,6,82,13,6,38,45,,4,7,,8 +byrdha01,1953,1,PHA,AL,40,81,9,18,0,0,0,6,0,0,1,13,,0,3,,3 +byrneto01,1953,1,CHA,AL,18,18,2,3,0,0,1,5,0,0,2,6,,0,0,,0 +byrneto01,1953,2,WS1,AL,14,17,0,1,0,0,0,0,0,0,3,7,,0,0,,0 +cainbo01,1953,1,SLA,AL,34,30,3,6,2,0,0,2,0,0,1,3,,0,0,,1 +caldesa01,1953,1,NY1,NL,35,45,4,10,2,0,0,8,0,0,1,4,,0,0,,0 +camparo01,1953,1,BRO,NL,144,519,103,162,26,3,41,142,4,2,67,58,,4,0,,13 +campofr01,1953,1,WS1,AL,10,9,0,1,0,0,0,2,0,0,1,0,,0,0,,1 +careyan01,1953,1,NYA,AL,51,81,14,26,5,0,4,8,2,1,9,12,,0,1,,1 +carrach01,1953,1,CHA,AL,149,552,72,154,30,4,2,47,5,3,38,47,,4,10,,15 +carswfr01,1953,1,DET,AL,16,15,2,4,0,0,0,2,0,0,3,1,,0,0,,0 +castipe01,1953,1,PIT,NL,45,159,14,33,2,1,4,21,1,1,5,14,,1,7,,4 +castipe01,1953,2,SLN,NL,67,52,9,9,2,0,0,3,0,0,2,5,,0,1,,3 +cavarph01,1953,1,CHN,NL,27,21,3,6,3,0,0,3,0,0,6,3,,0,0,,0 +cervbo01,1953,1,NYA,AL,8,6,0,0,0,0,0,0,0,0,1,1,,0,0,,0 +chakabo01,1953,1,CLE,AL,7,7,0,2,0,0,0,0,0,0,0,1,,0,0,,0 +chambcl01,1953,1,SLN,NL,32,17,1,2,1,0,0,0,0,0,0,4,,0,0,,0 +churcbu01,1953,1,CIN,NL,12,15,3,4,2,0,0,2,0,0,1,4,,0,0,,0 +churcbu01,1953,2,CHN,NL,27,33,1,7,0,0,1,1,0,0,1,6,,0,1,,1 +clarkal01,1953,1,PHA,AL,20,74,6,15,4,0,3,13,0,0,3,5,,0,1,,2 +clarkal01,1953,2,CHA,AL,9,15,0,1,0,0,0,0,0,0,0,5,,0,0,,3 +clarkme01,1953,1,PHI,NL,60,198,31,59,10,4,0,19,1,0,11,17,,1,2,,10 +clarkmi01,1953,1,SLN,NL,23,6,0,0,0,0,0,0,0,0,0,1,,0,0,,1 +coangi01,1953,1,WS1,AL,68,168,28,33,1,4,2,17,7,0,22,23,,3,2,,3 +coleda01,1953,1,ML1,NL,10,2,1,1,0,0,1,1,0,0,0,0,,0,0,,0 +coledi01,1953,1,PIT,NL,97,235,29,64,13,1,0,23,2,2,38,26,,0,7,,6 +colemje01,1953,1,NYA,AL,8,10,1,2,0,0,0,0,0,0,0,2,,0,1,,0 +colemjo04,1953,1,PHA,AL,21,28,1,8,2,0,0,1,0,0,1,7,,0,0,,0 +collijo01,1953,1,NYA,AL,127,387,72,104,11,2,17,44,2,6,59,36,,0,4,,6 +colluja01,1953,1,SLN,NL,7,3,0,0,0,0,0,0,0,0,1,0,,0,0,,0 +colluja01,1953,2,CIN,NL,30,36,3,10,2,0,0,3,0,0,3,1,,0,3,,1 +connebi01,1953,1,NY1,NL,8,6,0,0,0,0,0,0,0,0,0,5,,0,0,,0 +consobi01,1953,1,BOS,AL,47,65,9,14,2,1,1,6,1,2,2,23,,0,0,,0 +consusa01,1953,1,WS1,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +consusa01,1953,2,CHA,AL,29,35,1,2,0,0,0,3,0,0,1,7,,0,6,,0 +coopewa01,1953,1,ML1,NL,53,137,12,30,6,0,3,16,1,0,12,15,,1,1,,6 +corwial01,1953,1,NY1,NL,54,32,5,9,1,1,2,4,0,0,0,12,,0,2,,1 +courtcl01,1953,1,SLA,AL,106,355,28,89,12,2,4,19,0,1,25,20,,1,3,,14 +coxbi02,1953,1,BRO,NL,100,327,44,95,18,1,10,44,2,2,37,21,,0,7,,7 +crandde01,1953,1,ML1,NL,116,382,55,104,13,1,15,51,2,1,33,47,,0,5,,13 +crowege01,1953,1,ML1,NL,47,42,6,12,2,0,2,6,0,0,2,7,,1,0,,1 +darkal01,1953,1,NY1,NL,155,647,126,194,41,6,23,88,7,2,28,34,,6,12,,19 +davalyo01,1953,1,WS1,AL,19,58,10,17,1,0,0,2,1,0,1,7,,0,5,,1 +davisbr01,1953,1,PIT,NL,12,39,5,8,2,0,0,2,0,2,0,3,,0,0,,0 +delocik01,1953,1,BOS,AL,23,10,1,1,0,0,0,0,0,0,1,5,,0,0,,0 +delsiji01,1953,1,DET,AL,138,479,77,138,26,6,11,62,1,3,66,39,,5,2,,8 +demaejo01,1953,1,PHA,AL,111,420,53,107,17,3,6,35,0,1,24,39,,1,7,,15 +dentesa01,1953,1,CHA,AL,2,0,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +dicksmu01,1953,1,PIT,NL,45,61,0,7,0,0,0,2,0,0,2,11,,0,4,,2 +dimagdo01,1953,1,BOS,AL,3,3,0,1,0,0,0,0,0,0,0,1,,0,0,,0 +dittmja01,1953,1,ML1,NL,138,504,54,134,22,1,9,63,1,0,18,35,,1,2,,11 +dixonso01,1953,1,WS1,AL,43,26,1,4,1,0,0,0,0,0,4,7,,0,2,,0 +dobsojo01,1953,1,CHA,AL,23,29,0,2,1,0,0,2,0,0,1,11,,0,1,,1 +dobyla01,1953,1,CLE,AL,149,513,92,135,18,5,29,102,3,2,96,121,,6,2,,7 +dorisha01,1953,1,CHA,AL,55,41,4,7,0,0,0,1,0,0,0,5,,0,3,,1 +drewska01,1953,1,PHI,NL,47,59,3,7,0,0,0,1,0,0,4,20,,0,1,,0 +dropowa01,1953,1,DET,AL,152,606,61,150,30,3,13,96,2,0,29,69,,6,4,,22 +dunlagr01,1953,1,SLN,NL,16,17,2,6,0,1,1,3,0,0,0,2,,0,0,,1 +dyckji01,1953,1,SLA,AL,112,334,38,71,15,1,9,27,3,2,38,40,,3,6,,15 +eastelu01,1953,1,CLE,AL,68,211,26,64,9,0,7,31,0,2,15,35,,4,0,,13 +edwarha01,1953,1,SLA,AL,65,106,6,21,3,0,0,9,0,1,13,10,,0,0,,1 +elliobo01,1953,1,SLA,AL,48,160,19,40,7,1,5,29,0,1,30,18,,0,1,,4 +elliobo01,1953,2,CHA,AL,67,208,24,54,11,1,4,32,1,1,31,21,,1,1,,3 +ellioha02,1953,1,SLN,NL,24,59,6,15,6,1,1,6,0,0,3,8,,1,0,,3 +elstodo01,1953,1,CHN,NL,2,1,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +ennisde01,1953,1,PHI,NL,152,578,79,165,22,3,29,125,1,3,57,53,,5,3,,14 +erauted01,1953,1,CIN,NL,4,1,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +erauted01,1953,2,SLN,NL,20,6,0,1,0,0,0,0,0,0,0,3,,0,1,,0 +erickha02,1953,1,DET,AL,18,4,0,0,0,0,0,0,0,0,0,0,,0,0,,1 +erskica01,1953,1,BRO,NL,43,93,12,20,2,0,0,8,0,0,1,17,,0,7,,2 +eversho01,1953,1,BOS,AL,99,300,39,72,10,1,11,31,2,1,23,41,,3,4,,9 +facero01,1953,1,PIT,NL,43,30,1,4,1,0,0,2,0,0,0,10,,0,4,,0 +fainfe01,1953,1,CHA,AL,128,446,73,114,18,2,6,52,3,2,108,28,,4,6,,11 +fanovfr01,1953,1,PHA,AL,26,11,1,2,0,0,0,0,0,0,0,2,,0,0,,1 +faszhja01,1953,1,SLN,NL,4,3,0,0,0,0,0,0,0,0,0,2,,0,0,,0 +fellebo01,1953,1,CLE,AL,25,56,3,6,1,0,0,1,0,0,6,23,,0,8,,0 +fitzged01,1953,1,PIT,NL,6,17,2,2,1,0,0,1,0,0,0,2,,0,0,,0 +fitzged01,1953,2,WS1,AL,88,288,23,72,13,0,3,39,2,1,19,34,,1,3,,10 +flowebe01,1953,1,BOS,AL,32,19,0,3,2,0,0,1,0,0,0,8,,0,1,,1 +foileha01,1953,1,CIN,NL,5,13,1,2,0,0,0,0,0,0,1,2,,0,0,,0 +foileha01,1953,2,CLE,AL,7,7,2,1,0,0,0,0,0,0,1,1,,0,0,,0 +fondyde01,1953,1,CHN,NL,150,595,79,184,24,11,18,78,10,7,44,106,,1,1,,6 +fordwh01,1953,1,NYA,AL,33,75,10,20,2,0,0,10,0,0,9,13,,0,1,,3 +fornimi01,1953,1,CHA,AL,39,41,2,4,1,0,0,5,0,0,1,5,,0,9,,1 +foxne01,1953,1,CHA,AL,154,624,92,178,31,8,3,72,4,5,49,18,,7,12,,15 +foytapa01,1953,1,DET,AL,6,1,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +freemhe01,1953,1,BOS,AL,18,11,0,1,0,0,0,0,0,0,0,3,,0,0,,1 +freesge01,1953,1,DET,AL,1,1,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +fricama01,1953,1,PHA,AL,46,69,6,10,1,0,0,1,1,0,4,30,,0,3,,0 +frienbo01,1953,1,PIT,NL,32,52,4,7,1,0,0,1,0,0,1,16,,0,3,,1 +frienow01,1953,1,DET,AL,31,96,10,17,4,0,3,10,0,1,6,9,,1,1,,5 +frienow01,1953,2,CLE,AL,34,68,7,16,2,0,2,13,0,0,5,16,,0,0,,2 +furilca01,1953,1,BRO,NL,132,479,82,165,38,6,21,92,1,1,34,32,,4,1,,15 +fussele01,1953,1,SLN,NL,11,8,1,2,1,0,0,0,0,0,0,0,,0,1,,1 +garagjo01,1953,1,PIT,NL,27,73,9,17,5,0,2,14,1,0,10,11,,2,1,,2 +garagjo01,1953,2,CHN,NL,74,228,21,62,9,4,1,21,0,0,21,23,,1,1,,8 +garcimi01,1953,1,CLE,AL,38,96,8,24,5,0,0,5,0,0,3,15,,0,6,,2 +garvene01,1953,1,DET,AL,30,72,3,11,0,0,1,6,0,0,6,12,,0,4,,4 +gernedi01,1953,1,BOS,AL,139,494,73,125,15,1,21,71,0,7,88,82,,5,3,,9 +gilbeto01,1953,1,NY1,NL,70,160,12,27,3,0,3,16,1,0,22,21,,0,0,,2 +gilliji01,1953,1,BRO,NL,151,605,125,168,31,17,6,63,21,14,100,38,,3,2,,7 +ginsbjo01,1953,1,DET,AL,18,53,6,16,2,0,0,3,0,0,10,1,,1,1,,0 +ginsbjo01,1953,2,CLE,AL,46,109,10,31,4,0,0,10,0,0,14,4,,1,3,,4 +giordto01,1953,1,PHA,AL,11,40,6,7,2,0,2,5,0,1,5,6,,0,0,,0 +glavito01,1953,1,PHI,NL,53,74,17,15,1,2,3,5,2,0,24,20,,2,2,,4 +glynnbi01,1953,1,CLE,AL,147,411,60,100,14,2,3,30,1,3,44,65,,5,14,,5 +gomezru01,1953,1,NY1,NL,61,72,15,15,1,0,0,4,0,0,1,8,,0,6,,2 +goodmbi01,1953,1,BOS,AL,128,514,73,161,33,5,2,41,1,4,57,11,,2,8,,2 +gordosi01,1953,1,ML1,NL,140,464,67,127,22,4,19,75,1,1,71,40,,2,4,,14 +gormato02,1953,1,NYA,AL,40,15,0,2,0,0,0,0,0,0,1,7,,0,1,,0 +grassmi01,1953,1,WS1,AL,61,196,13,41,7,0,2,22,0,0,9,20,,2,0,,8 +grayte01,1953,1,DET,AL,32,61,5,14,0,1,0,7,0,0,6,14,,0,1,,1 +greenji02,1953,1,CIN,NL,154,606,86,173,22,7,20,100,6,4,47,83,,3,0,,18 +grissma01,1953,1,BOS,AL,13,18,0,0,0,0,0,0,0,0,0,4,,0,2,,0 +grissma01,1953,2,NY1,NL,21,27,2,2,1,0,0,1,0,0,2,7,,0,1,,1 +gromest01,1953,1,CLE,AL,5,2,0,0,0,0,0,0,0,0,0,1,,0,1,,0 +gromest01,1953,2,DET,AL,19,41,0,3,0,0,0,2,0,0,0,10,,0,5,,0 +grothjo01,1953,1,SLA,AL,141,557,65,141,27,4,10,57,5,6,42,53,,2,9,,14 +habenbo01,1953,1,SLA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hackewa02,1953,1,CHN,NL,42,78,8,17,1,1,0,4,0,0,1,8,,0,5,,4 +haddiha01,1953,1,SLN,NL,48,97,21,28,3,3,1,11,0,0,5,19,,2,3,,2 +hallbo02,1953,1,PIT,NL,37,38,1,6,1,0,1,2,0,0,2,19,,0,1,,0 +halldi01,1953,1,PIT,NL,7,24,2,4,0,0,0,1,1,1,1,3,,0,0,,0 +hamilto01,1953,1,PHA,AL,58,56,8,11,2,0,0,5,0,0,7,11,,0,0,,2 +hamnegr01,1953,1,PHI,NL,154,609,90,168,30,8,21,92,2,1,32,28,,1,4,,17 +hanebha01,1953,1,ML1,NL,51,80,8,19,1,1,1,8,1,0,6,8,,0,1,,0 +hansean01,1953,1,PHI,NL,30,7,0,2,0,0,0,0,0,0,0,2,,0,0,,0 +harribi02,1953,1,PHA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +harriea01,1953,1,CHA,AL,7,1,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +harriea01,1953,2,DET,AL,8,3,0,0,0,0,0,0,0,0,1,0,,0,0,,0 +hatfifr01,1953,1,DET,AL,109,311,41,79,11,1,3,19,3,5,40,34,,1,6,,7 +hattogr01,1953,1,CIN,NL,83,159,22,37,3,1,7,22,0,1,29,24,,0,3,,3 +hearnji01,1953,1,NY1,NL,37,66,5,9,1,2,0,7,0,0,8,27,,0,6,,3 +heganji01,1953,1,CLE,AL,112,299,37,65,10,1,9,37,1,2,25,41,,1,4,,8 +hemusso01,1953,1,SLN,NL,154,585,110,163,32,11,14,61,2,1,86,40,,12,7,,10 +henrybi01,1953,1,BOS,AL,21,32,2,6,1,1,0,4,0,0,0,10,,0,0,,1 +herbera01,1953,1,DET,AL,43,19,0,3,0,0,0,0,0,0,2,7,,0,0,,1 +hermage01,1953,1,CHN,NL,18,40,1,6,1,0,0,1,1,0,4,7,,0,0,,1 +hermage01,1953,2,PIT,NL,41,62,7,11,0,0,1,4,0,0,8,14,,1,0,,2 +hetkijo01,1953,1,PIT,NL,54,24,2,5,1,2,0,2,0,0,1,1,,0,1,,1 +hillefr01,1953,1,NY1,NL,19,4,0,2,0,0,0,0,0,0,0,0,,0,0,,0 +hitchbi01,1953,1,DET,AL,22,38,8,8,0,0,0,0,0,0,3,3,,0,0,,4 +hoderme01,1953,1,WS1,AL,23,47,5,9,0,0,0,5,0,0,6,9,,0,0,,2 +hodgegi01,1953,1,BRO,NL,141,520,101,157,22,7,31,122,1,4,75,84,,3,0,,4 +hoeftbi01,1953,1,DET,AL,30,64,8,11,1,0,0,4,0,0,9,17,,0,3,,1 +hofmabo01,1953,1,NY1,NL,74,169,21,45,7,2,12,34,1,1,12,23,,0,1,,7 +hogueca01,1953,1,PIT,NL,3,5,0,0,0,0,0,0,0,0,0,1,,0,1,,0 +holcoke01,1953,1,BOS,AL,3,2,0,0,0,0,0,0,0,0,0,1,,0,1,,0 +hollobo01,1953,1,SLA,AL,22,19,0,2,0,0,0,3,0,0,0,6,,0,3,,0 +hoopebo01,1953,1,CLE,AL,43,12,0,1,0,0,0,0,0,0,1,0,,0,0,,0 +hoskida01,1953,1,CLE,AL,38,58,10,15,2,0,1,9,0,0,3,11,,1,1,,1 +houkra01,1953,1,NYA,AL,8,9,2,2,0,0,0,1,0,0,0,1,,0,0,,1 +houttar01,1953,1,DET,AL,16,19,4,3,1,0,1,2,0,0,0,2,,0,2,,1 +houttar01,1953,2,CLE,AL,23,34,3,5,1,0,0,0,0,0,1,5,,0,2,,0 +howeldi02,1953,1,BRO,NL,1,1,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +hudsoha01,1953,1,CHA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hudsosi01,1953,1,BOS,AL,30,50,3,7,0,1,0,6,0,1,2,4,,0,2,,3 +hugheji02,1953,1,BRO,NL,48,14,1,4,0,0,0,1,0,0,0,1,,0,1,,0 +huntebi03,1953,1,SLA,AL,154,567,50,124,18,1,1,37,3,1,24,45,,2,11,,12 +hutchfr01,1953,1,DET,AL,4,6,1,1,0,0,1,1,0,0,0,0,,0,0,,0 +irvinmo01,1953,1,NY1,NL,124,444,72,146,21,5,21,97,2,0,55,34,,3,0,,20 +jablora01,1953,1,SLN,NL,157,604,64,162,23,5,21,112,2,2,34,61,,1,1,,15 +jacksra01,1953,1,CHN,NL,139,498,61,142,22,8,19,66,8,4,42,61,,0,9,,20 +janowvi01,1953,1,PIT,NL,42,123,10,31,3,1,2,8,0,1,5,31,,1,2,,3 +jansela01,1953,1,NY1,NL,36,60,5,8,0,0,0,2,0,0,6,21,,0,3,,0 +jayjo01,1953,1,ML1,NL,3,3,0,0,0,0,0,0,0,0,0,2,,0,0,,0 +jeffcha01,1953,1,CHN,NL,106,183,22,43,3,1,4,22,5,0,21,26,,0,3,,5 +jenseja01,1953,1,WS1,AL,147,552,87,147,32,8,10,84,18,8,73,51,,5,1,,19 +jestevi01,1953,1,ML1,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnsbi03,1953,1,SLN,NL,11,5,0,1,1,0,0,1,0,0,1,1,,0,0,,0 +johnsco01,1953,1,CHA,AL,15,20,4,1,0,0,0,1,0,0,2,7,,0,1,,1 +johnser02,1953,1,ML1,NL,36,14,0,1,0,0,0,0,0,0,0,4,,0,1,,0 +jollyda01,1953,1,ML1,NL,24,2,1,1,0,0,0,0,0,0,1,1,,0,0,,0 +jonessh01,1953,1,CHN,NL,22,7,0,0,0,0,0,0,0,0,0,2,,0,0,,0 +joneswi01,1953,1,PHI,NL,149,481,61,108,16,2,19,70,1,1,85,45,,1,4,,10 +joosted01,1953,1,PHA,AL,51,177,39,44,6,0,6,15,3,2,45,24,,0,2,,1 +jordami02,1953,1,DET,AL,8,2,0,1,0,0,0,0,0,0,0,0,,0,0,,0 +judsoho01,1953,1,CIN,NL,10,9,3,1,0,0,0,0,0,0,5,6,,0,0,,0 +kalinal01,1953,1,DET,AL,30,28,9,7,0,0,1,2,1,0,1,5,,1,0,,1 +kattra01,1953,1,NY1,NL,8,29,2,5,1,0,0,1,0,0,1,3,,0,1,,0 +kazante01,1953,1,PHI,NL,95,360,39,78,17,5,2,27,1,1,26,53,,3,3,,7 +keegabo01,1953,1,CHA,AL,22,28,4,9,0,0,0,5,0,0,1,5,,0,2,,2 +kellefr02,1953,1,SLA,AL,2,4,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +kellge01,1953,1,BOS,AL,134,460,68,141,41,2,12,73,5,2,52,22,,5,3,,10 +kellnal01,1953,1,PHA,AL,25,69,4,15,2,0,0,0,0,0,3,8,,2,5,,3 +kellnwa01,1953,1,PHA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kellybo01,1953,1,CHN,NL,14,1,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +kellybo01,1953,2,CIN,NL,28,17,0,2,0,0,0,0,0,0,0,6,,0,1,,0 +kennebi02,1953,1,BOS,AL,16,2,0,1,0,0,0,0,0,0,0,1,,0,1,,0 +kennebo01,1953,1,CLE,AL,100,161,22,38,5,0,3,22,0,2,19,11,,1,0,,7 +kennemo01,1953,1,NY1,NL,19,2,0,0,0,0,0,0,0,0,0,2,,0,0,,0 +kindeel01,1953,1,BOS,AL,69,29,3,11,1,0,0,2,0,0,0,6,,0,1,,0 +kinerra01,1953,1,PIT,NL,41,148,27,40,6,1,7,29,1,0,25,21,,2,0,,1 +kinerra01,1953,2,CHN,NL,117,414,73,117,14,2,28,87,1,1,75,67,,1,1,,10 +kingcl01,1953,1,CIN,NL,35,10,0,0,0,0,0,0,0,0,2,2,,0,1,,0 +kippeth01,1953,1,PHI,NL,20,11,0,1,0,0,0,1,0,0,0,6,,0,2,,0 +klausbi01,1953,1,ML1,NL,2,2,1,0,0,0,0,1,0,0,0,0,,0,0,,0 +klippjo01,1953,1,CHN,NL,48,58,5,9,2,0,1,4,0,0,1,20,,0,3,,0 +kluszte01,1953,1,CIN,NL,149,570,97,180,25,0,40,108,2,0,55,34,,4,0,,13 +kobacni01,1953,1,PIT,NL,7,16,1,2,0,1,0,0,0,0,1,4,,0,1,,2 +kokosdi01,1953,1,SLA,AL,107,299,41,72,12,0,13,38,0,5,56,53,,0,2,,4 +kollodo01,1953,1,PHA,AL,2,1,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +konstji01,1953,1,PHI,NL,48,50,3,11,0,0,0,5,0,0,0,7,,0,3,,0 +koshocl01,1953,1,PIT,NL,1,1,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +kosloda01,1953,1,NY1,NL,37,30,0,1,0,0,0,0,0,0,1,11,,0,3,,1 +kralyst01,1953,1,NYA,AL,5,7,0,0,0,0,0,0,0,0,0,2,,0,0,,1 +kretllo01,1953,1,CHA,AL,9,4,0,0,0,0,0,0,0,0,1,2,,0,0,,0 +kretllo01,1953,2,SLA,AL,22,25,2,5,0,0,0,1,0,0,0,14,,0,2,,0 +krsniro01,1953,1,CHA,AL,64,129,9,26,8,0,1,14,0,2,12,11,,0,2,,2 +kryhodi01,1953,1,SLA,AL,104,338,35,94,18,4,16,50,0,5,26,33,,2,3,,10 +kuennha01,1953,1,DET,AL,155,679,94,209,33,7,2,48,6,5,50,31,,1,1,,10 +kuzavbo01,1953,1,NYA,AL,33,21,3,1,0,0,0,0,0,0,4,7,,0,1,,1 +labincl01,1953,1,BRO,NL,37,28,1,2,1,0,0,0,0,0,3,18,,0,3,,0 +landrho01,1953,1,CIN,NL,52,154,15,37,3,1,3,16,2,0,12,8,,1,0,,2 +laneje01,1953,1,WS1,AL,20,9,2,1,1,0,0,0,0,0,2,2,,0,1,,0 +laniema01,1953,1,NY1,NL,3,1,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +laniema01,1953,2,SLA,AL,10,6,0,1,0,0,0,0,0,0,0,1,,0,0,,0 +lapalpa01,1953,1,PIT,NL,35,59,6,5,0,0,0,1,0,0,1,13,,0,3,,2 +larsedo01,1953,1,SLA,AL,50,81,11,23,3,1,3,10,0,0,4,14,,0,0,,1 +lemonbo01,1953,1,CLE,AL,51,112,12,26,9,1,2,17,2,0,7,20,,0,6,,1 +lemonji01,1953,1,CLE,AL,16,46,5,8,1,0,1,5,0,0,3,15,,0,0,,0 +lenhado01,1953,1,SLA,AL,97,303,37,96,15,0,10,35,1,2,41,41,,1,2,,8 +leonadu02,1953,1,CHN,NL,45,10,0,3,1,0,0,2,0,0,0,1,,0,0,,0 +lepcite01,1953,1,BOS,AL,66,161,17,38,4,2,4,11,0,0,17,24,,1,2,,5 +lerchge01,1953,1,CIN,NL,22,17,2,5,1,0,0,2,0,0,5,6,,0,0,,0 +liddldo01,1953,1,ML1,NL,31,34,2,3,0,0,0,1,0,0,3,9,,0,4,,0 +lindejo01,1953,1,PIT,NL,58,91,11,26,6,1,4,15,0,0,16,15,,2,0,,6 +lindejo01,1953,2,PHI,NL,11,18,3,7,1,0,0,2,0,0,6,2,,0,0,,0 +liponjo01,1953,1,BOS,AL,60,145,18,31,7,0,0,13,1,0,14,16,,0,7,,5 +liponjo01,1953,2,SLA,AL,7,9,0,2,0,0,0,1,0,0,0,1,,0,0,,0 +littldi01,1953,1,SLA,AL,38,42,4,8,0,0,0,2,0,0,2,17,,0,5,,1 +lockmwh01,1953,1,NY1,NL,150,607,85,179,22,4,9,61,3,4,52,36,,0,5,,5 +loesbi01,1953,1,BRO,NL,32,56,2,7,1,1,0,4,0,0,1,13,,0,2,,2 +loganjo01,1953,1,ML1,NL,150,611,100,167,27,8,11,73,2,2,41,33,,7,9,,13 +lohrkja01,1953,1,PHI,NL,12,13,3,2,0,0,0,0,0,0,1,2,,0,0,,0 +lollash01,1953,1,CHA,AL,113,334,46,96,19,0,8,54,1,0,47,29,,8,7,,7 +lopated01,1953,1,NYA,AL,26,63,5,12,3,0,0,1,0,0,5,13,,0,5,,2 +lopatst01,1953,1,PHI,NL,81,234,34,56,12,3,8,31,3,1,28,39,,0,4,,0 +lowntu01,1953,1,CHN,NL,49,48,3,6,1,0,0,2,0,0,2,8,,0,2,,2 +lowrepe01,1953,1,SLN,NL,104,182,26,49,9,2,5,27,1,0,15,21,,0,1,,8 +lunddo01,1953,1,DET,AL,131,421,51,108,21,4,9,47,3,3,39,65,,2,8,,11 +macdobi01,1953,1,PIT,NL,4,0,0,0,0,0,0,0,0,0,0,0,,0,1,,0 +mackijo01,1953,1,PHA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +madisda01,1953,1,DET,AL,32,11,1,1,0,0,0,0,0,0,0,2,,0,0,,1 +maglisa01,1953,1,NY1,NL,27,48,6,13,1,0,0,9,0,0,2,13,,0,6,,3 +mainwo01,1953,1,PIT,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +majesha01,1953,1,CLE,AL,50,50,6,15,1,0,2,12,0,0,3,8,,1,1,,1 +mantlmi01,1953,1,NYA,AL,127,461,105,136,24,3,21,92,8,4,79,90,,0,0,,2 +marioma01,1953,1,SLA,AL,3,7,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +marlodi01,1953,1,DET,AL,42,32,0,7,0,0,0,2,0,0,0,13,,0,1,,1 +marolfr01,1953,1,SLN,NL,1,0,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +marqubo01,1953,1,CIN,NL,40,44,9,12,1,1,2,3,0,0,4,11,,0,2,,0 +marreco01,1953,1,WS1,AL,22,48,5,6,0,0,0,1,0,0,5,8,,0,1,,0 +marshfr01,1953,1,CHA,AL,67,95,22,19,1,0,2,2,0,3,13,26,,1,2,,2 +marshwi01,1953,1,CIN,NL,122,357,51,95,14,6,17,62,0,0,41,28,,0,2,,10 +martiba01,1953,1,SLA,AL,4,2,0,0,0,0,0,0,0,0,1,0,,0,0,,0 +martiba02,1953,1,CIN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +martibi02,1953,1,NYA,AL,149,587,72,151,24,6,15,75,6,7,43,56,,6,9,,19 +martimo01,1953,1,PHA,AL,58,42,0,4,0,0,0,1,0,0,0,16,,0,2,,1 +mastewa02,1953,1,WS1,AL,29,51,2,7,1,0,0,5,0,0,6,21,,0,3,,1 +matheed01,1953,1,ML1,NL,157,579,110,175,31,8,47,135,1,3,99,83,,2,1,,6 +mauroca01,1953,1,BRO,NL,8,9,1,0,0,0,0,0,0,0,0,4,,0,0,,0 +mauroca01,1953,2,WS1,AL,17,23,1,4,0,1,0,2,0,0,1,3,,0,0,,0 +mauroca01,1953,3,PHA,AL,64,165,14,44,4,4,0,17,3,4,19,21,,0,0,,6 +mayoja01,1953,1,PHI,NL,5,4,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +mccosba01,1953,1,CLE,AL,22,21,3,4,3,0,0,3,0,0,1,4,,0,0,,0 +mcculcl01,1953,1,CHN,NL,77,229,21,59,3,2,6,23,0,0,15,23,,0,3,,9 +mcdermi03,1953,1,BOS,AL,45,93,9,28,8,0,1,13,0,1,2,13,,0,0,,2 +mcdonji04,1953,1,NYA,AL,29,41,2,4,0,0,0,4,0,0,2,18,,0,3,,0 +mcdougi01,1953,1,NYA,AL,141,541,82,154,27,7,10,83,3,4,60,65,,5,8,,9 +mcgheed01,1953,1,PHA,AL,104,358,36,94,11,4,1,29,4,3,32,43,,3,6,,12 +mcmilro01,1953,1,CIN,NL,155,557,51,130,15,4,5,43,2,4,43,52,,1,9,,11 +melesa01,1953,1,CHA,AL,140,481,64,132,26,8,12,82,3,1,58,47,,0,5,,14 +mersoja01,1953,1,BOS,AL,1,4,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +metkoca01,1953,1,PIT,NL,26,41,5,6,0,1,1,7,0,0,6,3,,0,0,,0 +metkoca01,1953,2,CHN,NL,61,124,19,29,9,0,2,12,2,1,16,10,,1,3,,6 +meyerru01,1953,1,BRO,NL,34,75,6,11,1,0,0,2,0,0,3,21,,0,6,,2 +michaca01,1953,1,PHA,AL,117,411,53,103,10,0,12,42,7,0,51,56,,1,6,,6 +mickeed01,1953,1,SLA,AL,7,15,1,2,1,0,0,2,0,0,2,6,,0,0,,1 +mickegl01,1953,1,BRO,NL,4,2,0,0,0,0,0,0,0,0,0,2,,0,0,,0 +miksied01,1953,1,CHN,NL,142,577,61,145,17,6,8,39,13,4,33,59,,1,13,,18 +millebi04,1953,1,NYA,AL,13,10,1,2,1,0,0,1,0,0,0,1,,0,1,,0 +millebo02,1953,1,PHI,NL,35,55,5,10,1,0,0,3,0,0,0,17,,0,1,,1 +millebo03,1953,1,DET,AL,13,8,0,1,0,0,0,0,0,0,0,0,,0,0,,0 +millest01,1953,1,SLN,NL,42,43,4,8,2,0,0,1,0,0,3,2,,0,4,,2 +millibo01,1953,1,BRO,NL,37,34,1,4,2,0,0,1,0,0,1,10,,0,2,,1 +minnepa01,1953,1,CHN,NL,31,68,5,15,1,1,1,6,0,0,3,16,,0,3,,2 +minosmi01,1953,1,CHA,AL,151,556,104,174,24,8,15,104,25,16,74,43,,17,8,,23 +miranwi01,1953,1,SLA,AL,17,6,2,1,0,0,0,0,1,1,1,1,,0,0,,0 +miranwi01,1953,2,NYA,AL,48,58,12,13,0,0,1,5,1,1,5,10,,0,0,,4 +mitchda01,1953,1,CLE,AL,134,500,76,150,26,4,13,60,3,1,42,20,,0,0,,11 +mizejo01,1953,1,NYA,AL,81,104,6,26,3,0,4,27,0,0,12,17,,2,0,,1 +mizelvi01,1953,1,SLN,NL,33,83,4,7,1,1,1,8,0,0,3,42,,0,3,,0 +moisabi01,1953,1,CHN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +monahri01,1953,1,PHA,AL,4,2,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +montefe01,1953,1,PIT,NL,28,55,5,6,4,0,0,2,0,0,4,13,,3,0,,1 +moorera02,1953,1,BRO,NL,1,3,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +morenju01,1953,1,WS1,AL,12,9,0,0,0,0,0,0,0,0,1,0,,0,0,,0 +morgabo01,1953,1,BRO,NL,69,196,35,51,6,2,7,33,2,2,33,47,,1,2,,7 +mossle01,1953,1,SLA,AL,78,239,21,66,14,1,2,28,0,1,18,31,,1,1,,10 +muelldo01,1953,1,NY1,NL,131,480,56,160,12,2,6,60,2,0,19,13,,1,2,,7 +mullipa01,1953,1,DET,AL,79,97,11,26,1,0,4,17,0,1,14,15,,0,0,,3 +murrara01,1953,1,PHA,AL,84,268,25,76,14,3,6,41,0,0,18,25,,1,2,,6 +musiast01,1953,1,SLN,NL,157,593,127,200,53,9,30,113,3,4,105,32,,0,0,,10 +natonpe01,1953,1,PIT,NL,6,12,2,2,0,0,0,1,0,0,2,1,,0,0,,0 +neveler01,1953,1,CIN,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +newhoha01,1953,1,DET,AL,7,8,1,4,0,0,0,1,0,0,1,0,,0,0,,0 +newsobo01,1953,1,PHA,AL,17,6,1,1,0,0,0,0,0,0,0,1,,0,1,,0 +niarhgu01,1953,1,BOS,AL,16,35,6,7,1,1,0,2,0,1,4,4,,1,1,,0 +nichobi01,1953,1,PHI,NL,38,62,12,13,5,1,2,16,0,0,12,20,,0,0,,2 +niemabo01,1953,1,DET,AL,142,508,72,143,32,5,15,69,0,3,57,57,,0,3,,13 +nixonwi01,1953,1,BOS,AL,23,42,4,8,1,0,0,3,0,0,5,9,,0,1,,0 +noblera01,1953,1,NY1,NL,46,97,15,20,0,1,4,14,1,0,19,14,,3,0,,2 +norenir01,1953,1,NYA,AL,109,345,55,92,12,6,6,46,3,3,42,39,,2,2,,5 +nuxhajo01,1953,1,CIN,NL,30,49,6,16,2,0,3,8,0,0,4,13,,0,2,,1 +obrieed01,1953,1,PIT,NL,89,261,21,62,5,3,0,14,6,1,17,30,,2,2,,4 +obriejo03,1953,1,PIT,NL,89,279,28,69,13,2,2,22,1,1,21,36,,4,8,,9 +oconnda02,1953,1,PIT,NL,149,588,88,173,26,8,7,55,3,4,57,42,,4,5,,13 +oldisbo01,1953,1,WS1,AL,7,16,0,4,0,0,0,3,0,0,1,2,,0,0,,1 +olsonka01,1953,1,BOS,AL,25,57,5,7,2,0,1,6,0,0,1,9,,0,0,,4 +pafkoan01,1953,1,ML1,NL,140,516,70,153,23,4,17,72,2,1,37,33,,3,12,,14 +paigesa01,1953,1,SLA,AL,57,29,1,2,0,0,0,2,0,0,0,9,,0,1,,0 +palicer01,1953,1,BRO,NL,4,1,0,1,0,0,0,0,0,0,0,0,,0,0,,0 +palysst01,1953,1,PHI,NL,2,2,0,0,0,0,0,0,0,0,1,0,,0,0,,0 +parneme01,1953,1,BOS,AL,38,94,7,21,4,0,0,9,1,0,4,16,,0,6,,0 +pearcji01,1953,1,WS1,AL,4,1,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +pedenle01,1953,1,WS1,AL,9,28,4,7,1,0,1,1,0,0,4,3,,0,1,,0 +pellaed01,1953,1,PIT,NL,78,174,16,44,3,2,4,19,1,1,14,20,,0,1,,1 +pendlji01,1953,1,ML1,NL,120,251,48,75,12,4,7,27,6,5,7,36,,2,1,,5 +perkoha01,1953,1,CIN,NL,33,69,7,14,4,0,0,5,0,0,3,24,,1,0,,0 +peskyjo01,1953,1,DET,AL,103,308,43,90,22,1,2,24,3,7,27,10,,2,5,,4 +peterke01,1953,1,PHI,NL,15,7,1,0,0,0,0,0,0,0,0,2,,0,0,,2 +pettipa01,1953,1,PIT,NL,11,8,0,2,0,0,0,0,0,0,2,2,,0,1,,0 +phillda01,1953,1,PHA,AL,157,620,80,188,30,9,9,59,13,5,51,35,,2,4,,22 +philled02,1953,1,SLN,NL,9,0,4,0,0,0,0,0,0,0,0,0,,0,0,,0 +piercbi02,1953,1,CHA,AL,42,87,4,11,0,0,0,4,0,0,4,16,,1,10,,3 +piersji01,1953,1,BOS,AL,151,585,76,159,21,9,3,52,11,10,41,52,,9,19,,12 +pilledu01,1953,1,SLA,AL,31,53,4,7,1,0,1,4,0,0,5,16,,0,2,,1 +pisonji01,1953,1,SLA,AL,3,12,1,1,0,0,1,1,0,0,0,5,,0,0,,0 +podbibu01,1953,1,CIN,NL,36,56,2,7,0,0,0,2,0,0,2,11,,0,3,,0 +podrejo01,1953,1,BRO,NL,34,36,5,11,0,0,0,1,1,0,0,1,,1,1,,1 +polleho01,1953,1,PIT,NL,5,3,1,1,0,0,0,2,0,0,0,0,,0,1,,0 +polleho01,1953,2,CHN,NL,25,31,2,4,0,0,0,0,0,0,3,6,,0,3,,0 +portebo01,1953,1,WS1,AL,37,98,8,25,7,0,3,16,1,0,6,20,,0,4,,2 +postwa01,1953,1,CIN,NL,11,33,3,8,1,0,1,4,1,0,4,6,,0,0,,2 +preskjo01,1953,1,SLN,NL,35,59,6,13,1,0,0,2,0,0,4,5,,0,4,,3 +priddje01,1953,1,DET,AL,65,196,14,46,6,2,1,24,1,1,17,19,,1,2,,6 +qualtto01,1953,1,PHI,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +raffeke01,1953,1,CIN,NL,26,57,2,8,3,0,1,8,0,1,0,22,,0,8,,3 +ramazbo01,1953,1,CHN,NL,26,39,3,6,2,0,0,4,0,0,3,4,,0,1,,1 +randdi01,1953,1,SLN,NL,9,31,3,9,1,0,0,1,0,0,2,6,,0,1,,0 +raschvi01,1953,1,NYA,AL,28,63,4,9,1,0,0,11,0,0,3,13,,0,5,,4 +reesepe01,1953,1,BRO,NL,140,524,108,142,25,7,13,61,22,6,82,61,,4,15,,15 +rennabi01,1953,1,NYA,AL,61,121,19,38,6,3,2,13,0,1,13,31,,1,2,,2 +repulri01,1953,1,SLN,NL,153,567,75,156,25,4,15,66,3,6,33,71,,9,5,,14 +reynoal01,1953,1,NYA,AL,42,41,3,5,2,0,0,2,0,0,7,11,,1,0,,4 +rhodedu01,1953,1,NY1,NL,76,163,18,38,7,0,11,30,0,1,10,28,,0,0,,3 +ricede01,1953,1,SLN,NL,135,419,32,99,22,1,6,37,0,0,48,49,,6,7,,13 +riceha02,1953,1,SLN,NL,8,8,0,2,0,0,0,0,0,0,0,3,,0,0,,0 +riceha02,1953,2,PIT,NL,78,286,39,89,16,1,4,42,0,1,17,22,,0,2,,5 +richtal01,1953,1,BOS,AL,1,0,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +ridzist01,1953,1,PHI,NL,42,36,3,7,3,0,1,4,0,0,2,9,,0,2,,1 +rignebi01,1953,1,NY1,NL,19,20,2,5,0,0,0,1,0,0,0,5,,0,0,,0 +riverji01,1953,1,CHA,AL,156,567,79,147,26,16,11,78,22,15,53,70,,6,13,,15 +rizzuph01,1953,1,NYA,AL,134,413,54,112,21,3,2,54,4,3,71,39,,4,18,,6 +roachme01,1953,1,ML1,NL,5,2,1,0,0,0,0,0,0,0,0,1,,0,0,,0 +roberro01,1953,1,PHI,NL,44,123,14,22,5,1,1,7,0,0,7,29,,1,9,,4 +robined01,1953,1,PHA,AL,156,615,64,152,28,4,22,102,1,2,63,56,,5,2,,13 +robinja02,1953,1,BRO,NL,136,484,109,159,34,7,12,95,17,4,74,30,,7,9,,12 +roepr01,1953,1,BRO,NL,25,57,4,3,0,0,1,2,0,0,3,18,,0,5,,0 +rogovsa01,1953,1,CHA,AL,22,37,5,5,0,0,0,3,1,0,7,9,,0,2,,2 +roigto01,1953,1,WS1,AL,3,8,0,1,1,0,0,0,0,0,0,1,,0,0,,0 +romonjo01,1953,1,SLN,NL,2,2,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +rosenal01,1953,1,CLE,AL,155,599,115,201,27,5,43,145,8,7,85,48,,4,0,,19 +rozekdi01,1953,1,PHA,AL,2,2,0,0,0,0,0,0,0,0,1,1,,0,0,,0 +runnepe01,1953,1,WS1,AL,137,486,64,125,15,5,2,50,3,4,64,36,,3,6,,18 +rushbo01,1953,1,CHN,NL,29,54,2,6,0,1,0,5,0,0,3,23,,0,3,,0 +ryanco01,1953,1,PHI,NL,90,247,47,73,14,6,5,26,5,1,30,35,,0,4,,4 +ryanco01,1953,2,CHA,AL,17,54,6,12,1,0,0,6,2,0,9,12,,0,0,,4 +sackafr01,1953,1,WS1,AL,7,18,2,5,0,0,0,3,0,0,3,1,,0,1,,1 +sainjo01,1953,1,NYA,AL,41,68,8,17,3,1,0,8,0,0,5,1,,0,4,,4 +sandlmi01,1953,1,PIT,NL,64,186,10,43,5,0,0,12,0,0,12,19,,1,3,,3 +sauerha01,1953,1,CHN,NL,108,395,61,104,16,5,19,60,0,0,50,56,,2,0,,12 +sawatca01,1953,1,CHN,NL,43,59,5,13,3,0,1,5,0,0,7,7,,0,0,,2 +scarbra01,1953,1,NYA,AL,25,12,1,1,0,0,1,3,0,0,0,2,,0,1,,1 +scarbra01,1953,2,DET,AL,13,2,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +schalar01,1953,1,NYA,AL,7,6,1,2,0,0,0,0,0,0,0,2,,0,0,,0 +scheica01,1953,1,PHA,AL,35,41,4,8,0,0,0,4,0,0,2,1,,0,0,,1 +schmijo01,1953,1,NYA,AL,3,0,0,0,0,0,0,0,0,0,0,0,,0,1,,0 +schmijo01,1953,2,WS1,AL,24,34,0,2,0,0,0,0,0,0,0,13,,0,3,,0 +schmiwi01,1953,1,SLN,NL,6,4,0,0,0,0,0,0,0,0,0,2,,0,0,,0 +schoere01,1953,1,SLN,NL,146,564,107,193,35,5,15,79,3,3,60,23,,0,3,,19 +schofdi01,1953,1,SLN,NL,33,39,9,7,0,0,2,4,0,0,2,11,,0,0,,0 +schrapa01,1953,1,CHN,NL,2,0,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +schular01,1953,1,NYA,AL,7,0,3,0,0,0,0,0,0,0,0,0,,0,0,,0 +schulbo01,1953,1,CHN,NL,7,3,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +schulbo01,1953,2,PIT,NL,11,2,1,0,0,0,0,0,0,0,1,2,,0,1,,0 +seminan01,1953,1,CIN,NL,119,387,46,91,12,0,19,64,2,2,49,82,,1,1,,10 +serenbi01,1953,1,CHN,NL,93,275,30,69,10,5,10,52,0,0,41,46,,1,2,,9 +shantbo01,1953,1,PHA,AL,21,38,6,9,1,1,0,4,1,0,2,3,,0,1,,0 +sheasp01,1953,1,WS1,AL,23,62,2,11,1,1,0,6,0,0,2,9,,0,4,,3 +sheelbu01,1953,1,CHA,AL,31,46,4,10,1,0,0,2,0,0,9,8,,0,1,,1 +shepaja01,1953,1,PIT,NL,2,4,0,1,0,0,0,0,0,0,0,2,,0,0,,0 +shubage01,1953,1,BRO,NL,74,169,19,43,12,1,5,23,1,2,17,20,,1,2,,5 +sievero01,1953,1,SLA,AL,92,285,37,77,15,0,8,35,0,1,32,47,,0,6,,9 +silvech01,1953,1,NYA,AL,42,82,11,23,3,1,0,12,0,1,9,5,,0,3,,0 +simaal01,1953,1,WS1,AL,31,17,1,2,0,0,0,0,0,0,1,8,,0,0,,0 +simmocu01,1953,1,PHI,NL,32,93,6,13,1,1,0,3,1,0,2,15,,1,4,,0 +simpsdu01,1953,1,CHN,NL,30,8,1,2,0,0,0,0,0,0,0,1,,0,0,,0 +simpsha01,1953,1,CLE,AL,82,242,25,55,3,1,7,22,0,0,18,27,,1,3,,6 +sisledi01,1953,1,SLN,NL,32,43,3,11,1,1,0,4,0,0,1,4,,0,0,,1 +sistisi01,1953,1,ML1,NL,38,23,8,5,1,0,0,4,0,0,5,2,,0,0,,1 +slaugen01,1953,1,SLN,NL,143,492,64,143,34,9,6,89,4,4,80,28,,5,1,,10 +smallro01,1953,1,CHN,NL,82,253,20,63,9,0,6,25,0,0,28,57,,2,5,,4 +smithal04,1953,1,CLE,AL,47,150,28,36,9,0,3,14,2,0,20,25,,3,0,,0 +smithdi01,1953,1,PIT,NL,13,43,4,7,0,1,0,2,0,1,6,6,,0,0,,1 +smithfr06,1953,1,CIN,NL,50,13,0,2,0,0,0,1,0,0,0,6,,0,2,,0 +smithpa03,1953,1,PIT,NL,118,389,41,110,12,7,4,44,3,0,24,23,,3,11,,8 +snidedu01,1953,1,BRO,NL,153,590,132,198,38,4,42,126,16,7,82,90,,3,5,,10 +snydeje01,1953,1,WS1,AL,29,62,10,21,4,0,0,4,1,1,5,8,,0,0,,2 +souchst01,1953,1,DET,AL,89,278,29,84,13,3,11,46,5,1,8,35,,2,2,,10 +spahnwa01,1953,1,ML1,NL,38,105,6,23,5,0,2,12,0,0,1,22,,0,5,,1 +spencda01,1953,1,NY1,NL,118,408,55,85,18,5,20,56,0,1,42,74,,3,2,,11 +spencge01,1953,1,NY1,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stalege01,1953,1,SLN,NL,40,78,4,8,0,0,0,2,0,0,4,21,,0,7,,3 +stallvi01,1953,1,SLN,NL,1,1,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +stanked01,1953,1,SLN,NL,17,30,5,8,0,0,0,1,0,0,6,4,,1,3,,0 +stclaeb01,1953,1,ML1,NL,33,80,7,16,3,0,2,5,0,0,3,9,,0,0,,0 +stephge01,1953,1,BOS,AL,78,221,30,45,6,2,3,18,3,3,29,56,,2,2,,1 +stephve01,1953,1,CHA,AL,44,129,14,24,6,0,1,14,2,0,13,18,,0,1,,3 +stephve01,1953,2,SLA,AL,46,165,16,53,8,0,4,17,0,0,18,24,,0,3,,7 +stewabu01,1953,1,CHA,AL,53,59,16,16,2,0,2,13,1,0,14,3,,0,0,,1 +stewabu02,1953,1,WS1,AL,2,5,1,1,0,0,0,0,0,0,0,0,,0,0,,0 +stobbch01,1953,1,WS1,AL,27,44,11,10,0,0,0,3,1,0,4,14,,0,10,,1 +stonede01,1953,1,WS1,AL,3,2,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +stricge01,1953,1,CLE,AL,123,419,43,119,17,4,5,47,0,0,51,52,,0,12,,4 +stuarma01,1953,1,SLA,AL,60,26,3,5,1,0,0,1,0,0,0,11,,0,0,,1 +stuffpa01,1953,1,PHI,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +suderpe01,1953,1,PHA,AL,115,454,44,130,11,3,4,35,3,3,17,35,,0,3,,10 +sullifr01,1953,1,BOS,AL,14,4,0,1,0,0,0,0,0,0,0,1,,0,0,,0 +sulliru01,1953,1,DET,AL,23,72,7,18,5,1,1,6,0,0,13,5,,2,1,,4 +surkoma01,1953,1,ML1,NL,28,56,10,16,5,1,0,6,0,0,5,7,,0,5,,1 +swiftbo01,1953,1,DET,AL,2,3,0,1,1,0,0,1,0,0,2,1,,0,0,,0 +szekejo01,1953,1,CIN,NL,5,13,0,1,0,0,0,0,0,0,0,3,,0,0,,1 +talbobo01,1953,1,CHN,NL,8,30,5,10,0,1,0,0,1,0,0,4,,0,2,,2 +teeddi01,1953,1,BRO,NL,1,1,0,0,0,0,0,0,0,0,0,1,,0,0,,0 +templjo01,1953,1,CIN,NL,63,110,14,29,4,0,1,9,1,0,7,12,,1,2,,0 +terwiwa01,1953,1,WS1,AL,134,464,62,117,24,4,4,46,7,4,64,65,,0,13,,13 +thomafr03,1953,1,PIT,NL,128,455,68,116,22,1,30,102,1,2,50,93,,2,3,,12 +thomaki01,1953,1,PHA,AL,24,49,1,6,0,0,0,2,0,0,3,6,,0,0,,2 +thomaki01,1953,2,WS1,AL,38,58,10,17,3,2,1,12,0,0,11,7,,1,0,,5 +thompdo01,1953,1,BRO,NL,96,153,25,37,5,0,1,12,2,3,14,13,,1,1,,6 +thompha02,1953,1,NY1,NL,114,388,80,117,15,8,24,74,6,5,60,39,,4,2,,5 +thomsbo01,1953,1,NY1,NL,154,608,80,175,22,6,26,106,4,2,43,57,,3,2,,18 +thorpbo01,1953,1,ML1,NL,27,37,1,6,1,0,0,5,0,1,1,6,,0,1,,0 +tiptojo01,1953,1,CLE,AL,47,109,17,25,2,0,6,13,0,0,19,13,,3,0,,7 +tomandi01,1953,1,CLE,AL,1,5,0,0,0,0,0,0,0,0,0,3,,0,0,,0 +torgeea01,1953,1,PHI,NL,111,379,58,104,25,8,11,64,7,1,53,57,,2,3,,7 +triangu01,1953,1,NYA,AL,18,51,5,8,2,0,1,6,0,0,3,9,,0,1,,0 +tricebo01,1953,1,PHA,AL,3,7,2,1,1,0,0,1,0,0,0,1,,1,0,,0 +truckvi01,1953,1,SLA,AL,16,25,0,4,1,0,0,1,0,0,0,3,,0,4,,0 +truckvi01,1953,2,CHA,AL,24,63,6,15,3,0,1,6,0,0,0,10,,1,9,,1 +turlebo01,1953,1,SLA,AL,10,18,2,5,0,0,1,1,0,0,1,6,,0,2,,0 +umphlto01,1953,1,BOS,AL,137,495,53,140,27,5,3,59,4,2,34,30,,2,7,,11 +uprigdi01,1953,1,SLA,AL,9,8,3,2,0,0,1,1,0,0,1,3,,0,0,,0 +valoel01,1953,1,PHA,AL,50,85,15,19,3,0,0,9,0,1,22,7,,0,0,,2 +verblge01,1953,1,WS1,AL,13,21,4,4,0,0,0,2,0,0,2,1,,0,1,,1 +verdifr01,1953,1,NYA,AL,1,0,0,0,0,0,0,0,0,0,0,0,,0,0,,0 +vernomi01,1953,1,WS1,AL,152,608,101,205,43,11,15,115,4,6,63,57,,4,4,,15 +vollmcl01,1953,1,BOS,AL,1,0,0,0,0,0,0,0,0,0,1,0,,0,0,,0 +vollmcl01,1953,2,WS1,AL,118,408,54,106,15,3,11,74,0,2,48,59,,3,1,,6 +wadebe01,1953,1,BRO,NL,32,24,1,4,0,0,1,2,0,0,0,8,,0,3,,1 +waitked01,1953,1,PHI,NL,81,247,24,72,9,2,1,16,1,1,13,23,,1,1,,3 +walkeru01,1953,1,BRO,NL,43,95,5,23,6,0,3,9,0,0,7,11,,1,0,,1 +wardpr01,1953,1,CHN,NL,33,100,10,23,5,0,4,12,3,1,18,21,,0,1,,3 +wardpr01,1953,2,PIT,NL,88,281,35,59,7,1,8,27,1,3,44,39,,1,5,,6 +watline01,1953,1,PHA,AL,21,44,4,7,1,0,0,3,0,1,3,8,,0,0,,1 +waughji01,1953,1,PIT,NL,29,22,2,5,0,0,0,1,0,0,1,5,,0,1,,1 +wehmehe01,1953,1,CIN,NL,29,20,1,4,0,0,0,0,0,0,1,6,,0,0,,1 +weikdi01,1953,1,CLE,AL,1,0,1,0,0,0,0,0,0,0,0,0,,0,0,,0 +weikdi01,1953,2,DET,AL,12,2,1,1,1,0,0,1,0,0,0,1,,0,1,,0 +werlebi01,1953,1,BOS,AL,5,2,0,0,0,0,0,0,0,0,1,0,,0,0,,0 +wertzvi01,1953,1,SLA,AL,128,440,61,118,18,6,19,70,1,4,72,44,,4,2,,13 +westlwa01,1953,1,CLE,AL,82,218,42,72,7,1,9,46,2,0,35,29,,2,4,,6 +westrwe01,1953,1,NY1,NL,107,290,40,65,5,0,12,30,2,0,56,73,,1,0,,8 +whiteha01,1953,1,SLA,AL,10,1,0,0,0,0,0,0,0,0,1,0,,0,0,,0 +whiteha01,1953,2,SLN,NL,49,16,0,0,0,0,0,0,0,0,1,8,,0,0,,1 +whitesa02,1953,1,BOS,AL,136,476,59,130,34,2,13,64,3,2,29,48,,2,8,,15 +wightbi01,1953,1,DET,AL,13,7,0,3,0,0,0,1,0,0,0,1,,0,0,,0 +wightbi01,1953,2,CLE,AL,20,5,0,0,0,0,0,0,0,0,0,2,,0,0,,0 +wilbede01,1953,1,BOS,AL,58,112,16,27,6,1,7,29,0,0,6,21,,1,1,,5 +wilheho01,1953,1,NY1,NL,68,33,5,5,2,1,0,1,0,0,4,8,,0,5,,2 +wilhesp01,1953,1,PHA,AL,7,7,1,2,1,0,0,0,0,0,0,3,,0,0,,0 +wilkste01,1953,1,CLE,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +willida03,1953,1,NY1,NL,112,340,51,101,11,2,3,34,2,5,44,19,,3,3,,6 +willidi02,1953,1,BRO,NL,30,55,4,12,2,0,2,5,0,0,3,10,,1,1,,1 +williji02,1953,1,CHN,NL,13,9,1,0,0,0,0,1,0,0,1,3,,0,1,,0 +willite01,1953,1,BOS,AL,37,91,17,37,6,0,13,34,0,1,19,10,,0,0,,1 +wilsobi02,1953,1,CHA,AL,9,17,1,1,0,0,0,1,0,0,0,7,,1,0,,1 +wilsoge01,1953,1,NY1,NL,11,8,0,1,0,0,0,0,0,0,2,2,,1,0,,0 +wilsoji02,1953,1,ML1,NL,20,36,2,6,0,0,1,2,0,0,2,3,,0,2,,3 +wilsore01,1953,1,CHA,AL,71,164,21,41,6,1,0,10,2,3,26,12,,0,3,,8 +woodke01,1953,1,WS1,AL,12,33,0,7,1,0,0,3,0,0,2,3,,0,0,,1 +woodlge01,1953,1,NYA,AL,125,395,64,121,26,4,10,58,2,7,82,29,,3,2,,14 +worthal01,1953,1,NY1,NL,20,31,5,2,1,0,0,0,0,0,2,14,,0,4,,0 +wrighto01,1953,1,CHA,AL,77,132,14,33,5,3,2,25,0,0,12,21,,2,1,,1 +wynnea01,1953,1,CLE,AL,37,91,11,25,2,0,3,10,0,0,7,17,,0,6,,0 +wyrosjo01,1953,1,PHI,NL,125,409,42,111,14,2,6,47,0,3,38,43,,4,1,,9 +yosted01,1953,1,WS1,AL,152,577,107,157,30,7,9,45,7,4,123,59,,4,9,,12 +youngbo01,1953,1,SLA,AL,148,537,48,137,22,2,4,25,2,1,41,40,,1,14,,12 +yuhased01,1953,1,SLN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +yvarssa01,1953,1,NY1,NL,23,47,1,13,0,0,0,1,0,0,7,1,,0,1,,3 +yvarssa01,1953,2,SLN,NL,30,57,4,14,2,0,1,6,0,1,4,6,,1,0,,4 +zarilal01,1953,1,BOS,AL,57,67,11,13,2,0,0,4,0,1,14,13,,0,0,,3 +zernigu01,1953,1,PHA,AL,147,556,85,158,21,3,42,108,4,0,57,79,,4,0,,12 +aaronha01,1954,1,ML1,NL,122,468,58,131,27,6,13,69,2,2,28,39,,3,6,4,13 +aberal01,1954,1,DET,AL,32,39,3,5,0,0,0,3,0,0,2,17,,0,3,1,1 +abramca01,1954,1,PIT,NL,17,42,6,6,1,1,0,2,0,0,10,9,,0,0,0,2 +abramca01,1954,2,BAL,AL,115,423,67,124,22,7,6,25,1,4,72,67,,4,6,1,5 +adamsbo03,1954,1,CIN,NL,110,390,69,105,25,6,3,23,2,5,55,46,,3,4,2,4 +adcocjo01,1954,1,ML1,NL,133,500,73,154,27,5,23,87,1,4,44,58,,3,11,4,7 +agganha01,1954,1,BOS,AL,132,434,54,109,13,8,11,57,6,3,47,57,,0,7,5,6 +alliega01,1954,1,PIT,NL,121,418,38,83,8,6,3,30,1,1,56,84,,2,3,3,3 +alstoto01,1954,1,SLN,NL,66,244,28,60,14,2,4,34,3,5,24,41,,2,0,1,6 +amalfjo01,1954,1,NY1,NL,9,5,2,0,0,0,0,0,0,0,0,4,,0,0,0,0 +amorosa01,1954,1,BRO,NL,79,263,44,72,18,6,9,34,1,4,31,24,,1,3,0,4 +antonjo02,1954,1,NY1,NL,39,98,6,16,0,0,2,9,0,0,4,25,,0,4,0,2 +ashburi01,1954,1,PHI,NL,153,559,111,175,16,8,1,41,11,8,125,46,,4,14,1,3 +astrojo01,1954,1,PHA,AL,77,226,22,50,8,1,1,23,0,0,21,19,,3,2,0,2 +atwelto01,1954,1,PIT,NL,96,287,36,83,8,4,3,26,2,3,43,21,,3,4,3,11 +avilabo01,1954,1,CLE,AL,143,555,112,189,27,2,15,67,9,7,59,31,,1,19,4,9 +baczefr01,1954,1,CIN,NL,29,42,1,3,0,0,0,0,0,0,1,19,,0,6,0,1 +baileed01,1954,1,CIN,NL,73,183,21,36,2,3,9,20,1,0,35,34,,0,3,1,2 +bakerfl01,1954,1,BOS,AL,21,20,1,4,2,0,0,3,0,0,0,1,,0,0,0,0 +bakerfl01,1954,2,PHI,NL,23,22,0,5,0,0,0,0,0,0,5,4,,0,1,0,0 +bakerge02,1954,1,CHN,NL,135,541,68,149,32,5,13,61,4,5,47,55,,2,9,4,12 +bankser01,1954,1,CHN,NL,154,593,70,163,19,7,19,79,6,10,40,50,,7,5,4,11 +battsma01,1954,1,DET,AL,12,21,1,6,1,0,0,5,0,0,2,4,,0,0,1,0 +battsma01,1954,2,CHA,AL,55,158,16,36,7,1,3,19,0,1,17,15,,0,2,2,9 +bauerha01,1954,1,NYA,AL,114,377,73,111,16,5,12,54,4,4,40,42,,0,3,3,5 +baumhfr01,1954,1,CHN,NL,90,303,38,90,12,6,4,28,1,3,20,15,,1,1,2,5 +beardra01,1954,1,SLN,NL,13,17,1,1,0,0,0,0,0,0,1,8,,0,0,0,0 +belarwa01,1954,1,BRO,NL,11,9,0,2,0,0,0,1,0,0,2,3,,0,0,0,0 +belarwa01,1954,2,DET,AL,88,250,27,58,7,1,11,24,1,0,33,34,,5,3,3,6 +bellgu01,1954,1,CIN,NL,153,619,104,185,38,7,17,101,5,3,48,58,,4,5,8,13 +berbelo01,1954,1,NYA,AL,5,5,1,2,0,0,0,3,0,0,1,1,,0,0,0,0 +berrayo01,1954,1,NYA,AL,151,584,88,179,28,6,22,125,0,1,56,29,,4,1,7,9 +berryne01,1954,1,BAL,AL,5,9,1,1,0,0,0,0,0,0,1,2,,0,0,0,0 +bertore01,1954,1,DET,AL,54,37,13,6,2,0,1,2,1,0,5,9,,0,0,0,0 +bickfve01,1954,1,BAL,AL,1,1,0,0,0,0,0,0,0,0,0,1,,0,0,0,0 +bilkost01,1954,1,SLN,NL,8,14,1,2,0,0,0,1,0,0,3,1,,0,0,0,2 +bilkost01,1954,2,CHN,NL,47,92,11,22,8,1,4,12,0,0,11,24,,0,0,0,6 +bishoch01,1954,1,PHA,AL,22,33,1,4,1,0,0,0,0,0,0,15,,0,1,0,0 +blackjo02,1954,1,BRO,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +blyzkmi01,1954,1,BAL,AL,37,15,1,2,0,0,0,0,0,0,0,6,,0,1,0,0 +bolgeji01,1954,1,CIN,NL,5,3,1,1,0,0,0,0,0,0,0,1,,0,0,0,0 +bollifr01,1954,1,DET,AL,117,368,46,87,15,2,6,38,3,5,36,51,,0,6,3,5 +bollimi01,1954,1,BOS,AL,113,370,42,92,20,3,6,36,2,4,47,55,,4,13,3,3 +bollwdo01,1954,1,PHA,AL,103,268,35,60,15,3,5,24,1,0,35,33,,3,0,1,4 +boonera01,1954,1,DET,AL,148,543,76,160,19,7,20,85,4,2,71,53,,2,2,4,18 +borkobo01,1954,1,CIN,NL,73,162,13,43,12,1,1,19,0,2,8,18,,1,1,3,9 +boydbo01,1954,1,CHA,AL,29,56,10,10,3,0,0,5,2,0,4,3,,0,1,0,3 +brancra01,1954,1,DET,AL,17,13,2,4,1,0,0,1,0,0,2,3,,0,0,0,1 +brancra01,1954,2,NYA,AL,5,4,1,2,0,0,0,0,0,0,0,0,,0,0,0,0 +brazlal01,1954,1,SLN,NL,58,14,0,0,0,0,0,1,0,0,0,3,,0,0,1,1 +breweto01,1954,1,BOS,AL,37,60,6,16,1,2,0,7,0,0,1,13,,0,2,0,3 +brideji01,1954,1,BAL,AL,73,204,18,54,7,2,0,12,1,1,15,27,,1,1,1,5 +bridgro01,1954,1,CIN,NL,53,52,4,12,1,0,0,2,0,1,7,7,,0,2,0,1 +brosnji01,1954,1,CHN,NL,18,8,1,1,0,0,0,2,0,0,0,1,,0,0,0,0 +brownbo03,1954,1,NYA,AL,28,60,5,13,1,0,1,7,0,1,8,3,,0,0,1,3 +brownha01,1954,1,BOS,AL,40,24,1,3,1,0,0,3,0,0,3,6,,0,1,0,0 +brutobi01,1954,1,ML1,NL,142,567,89,161,20,7,4,30,34,13,40,78,,4,8,0,3 +buhlbo01,1954,1,ML1,NL,31,31,0,1,0,0,0,0,0,0,2,12,,0,0,0,0 +bullage01,1954,1,DET,AL,4,1,0,0,0,0,0,0,0,0,0,0,,0,0,0,0 +burdele01,1954,1,ML1,NL,39,79,3,7,1,0,0,4,0,0,1,14,,2,5,2,0 +burgesm01,1954,1,PHI,NL,108,345,41,127,27,5,4,46,1,5,42,11,,0,1,4,10 +burgeto01,1954,1,SLN,NL,17,21,2,1,1,0,0,1,0,0,3,9,,0,0,0,0 +burtsmo01,1954,1,PHA,AL,46,17,0,2,0,0,0,1,0,0,1,4,,0,0,0,1 +busbyji01,1954,1,WS1,AL,155,628,83,187,22,7,7,80,17,2,43,56,,3,5,7,8 +byrdha01,1954,1,NYA,AL,25,46,1,9,0,0,0,5,0,1,4,10,,0,3,0,1 +byrneto01,1954,1,NYA,AL,7,19,2,7,4,1,0,6,0,0,0,3,,0,0,0,0 +cainbo01,1954,1,CHA,AL,1,0,1,0,0,0,0,0,0,0,0,0,,0,0,0,0 +caldesa01,1954,1,ML1,NL,22,29,3,11,2,0,0,5,0,0,4,4,,0,0,1,1 +camparo01,1954,1,BRO,NL,111,397,43,82,14,3,19,51,1,4,42,49,,2,4,1,13 +careyan01,1954,1,NYA,AL,122,411,60,124,14,6,8,65,5,5,43,38,,7,5,5,15 +carrach01,1954,1,CHA,AL,155,620,106,158,28,3,12,62,7,6,85,67,,5,6,2,9 +castipe01,1954,1,SLN,NL,5,0,1,0,0,0,0,0,0,0,0,0,,0,0,0,0 +castlfo01,1954,1,NY1,NL,13,12,0,3,0,0,0,1,0,0,0,3,,1,1,0,1 +cavarph01,1954,1,CHA,AL,71,158,21,50,6,0,3,24,4,0,26,12,,2,1,1,1 +cervbo01,1954,1,NYA,AL,56,100,14,26,6,0,5,13,0,2,11,17,,0,0,1,3 +chakabo01,1954,1,CLE,AL,3,3,0,1,0,0,0,0,0,0,1,0,,0,1,0,0 +chakabo01,1954,2,BAL,AL,38,22,2,8,1,0,0,1,0,0,0,2,,0,2,0,1 +churcbu01,1954,1,CHN,NL,8,5,0,0,0,0,0,0,0,0,0,0,,0,0,0,0 +clarkme01,1954,1,PHI,NL,83,233,26,56,9,7,1,24,0,1,17,21,,0,5,1,13 +clevete01,1954,1,BOS,AL,25,14,2,3,1,0,0,0,0,0,0,5,,0,0,0,0 +coangi01,1954,1,BAL,AL,94,265,29,74,11,1,2,20,9,4,16,17,,1,3,2,1 +coleda01,1954,1,CHN,NL,19,28,1,6,0,0,1,4,0,0,2,4,,0,1,0,2 +coledi01,1954,1,PIT,NL,138,486,40,131,22,5,1,40,0,0,41,48,,0,8,6,20 +colemje01,1954,1,NYA,AL,107,300,39,65,7,1,3,21,3,0,26,29,,0,5,1,8 +colemjo04,1954,1,BAL,AL,33,74,4,13,3,0,2,5,1,0,3,22,,0,4,0,2 +collijo01,1954,1,NYA,AL,130,343,67,93,20,2,12,46,2,2,51,37,,0,4,0,5 +colluja01,1954,1,CIN,NL,36,13,1,3,1,0,1,3,0,0,2,2,,0,2,0,0 +commaji01,1954,1,PHI,NL,9,18,1,4,1,0,1,6,0,0,2,4,,0,0,0,0 +conlege01,1954,1,ML1,NL,28,77,5,12,1,0,0,3,0,0,0,13,,0,3,0,2 +consobi01,1954,1,BOS,AL,91,242,23,55,7,1,1,11,2,1,33,69,,2,1,1,4 +consusa01,1954,1,CHA,AL,39,48,4,11,0,0,0,3,0,0,3,11,,0,4,0,2 +coopewa01,1954,1,PIT,NL,14,15,0,3,2,0,0,1,0,0,2,1,,0,0,0,1 +coopewa01,1954,2,CHN,NL,57,158,21,49,10,2,7,32,0,0,21,23,,2,0,0,7 +corwial01,1954,1,NY1,NL,23,3,1,0,0,0,0,0,0,0,0,2,,0,0,0,0 +courtcl01,1954,1,BAL,AL,122,397,25,107,18,3,4,37,2,1,30,7,,3,4,3,10 +coxbi02,1954,1,BRO,NL,77,226,26,53,9,2,2,17,0,0,21,13,,0,3,2,8 +crandde01,1954,1,ML1,NL,138,463,60,112,18,2,21,64,0,3,40,56,,3,6,2,14 +cronera01,1954,1,ML1,NL,19,10,0,2,0,0,0,1,0,0,0,3,,0,0,0,0 +cunnijo01,1954,1,SLN,NL,85,310,40,88,11,3,11,50,1,1,43,40,,2,1,0,3 +darkal01,1954,1,NY1,NL,154,644,98,189,26,6,20,70,5,3,27,40,,5,12,5,16 +darnebo01,1954,1,BRO,NL,6,2,0,0,0,0,0,0,0,0,0,0,,0,1,0,0 +davisji01,1954,1,CHN,NL,46,32,3,2,0,0,0,0,0,0,7,22,,0,0,0,0 +dealco01,1954,1,SLN,NL,33,20,4,2,1,0,1,3,0,0,1,7,,1,0,0,0 +delsiji01,1954,1,DET,AL,122,371,39,92,24,2,6,38,4,4,49,38,,1,3,2,6 +demaejo01,1954,1,PHA,AL,146,539,49,124,16,3,8,40,1,4,20,63,,3,3,7,10 +dentesa01,1954,1,CLE,AL,68,169,18,45,7,1,1,19,0,0,14,4,,0,9,2,5 +dicksmu01,1954,1,PHI,NL,40,79,4,15,2,0,0,5,0,0,2,9,,0,4,0,2 +dierich01,1954,1,BAL,AL,128,418,35,108,14,1,2,29,3,7,56,57,,4,10,3,13 +dietzro01,1954,1,WS1,AL,9,21,1,5,0,0,0,1,0,0,5,4,,0,0,0,1 +ditmaar01,1954,1,PHA,AL,14,8,0,1,0,0,0,0,0,0,2,4,,0,1,0,0 +dittmja01,1954,1,ML1,NL,66,192,22,47,8,0,6,20,0,1,19,17,,3,3,2,4 +dixonso01,1954,1,WS1,AL,16,6,0,0,0,0,0,0,0,0,0,4,,0,0,0,0 +dixonso01,1954,2,PHA,AL,38,28,2,7,2,0,0,2,0,0,2,9,,0,0,0,0 +dobsojo01,1954,1,BOS,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dobyla01,1954,1,CLE,AL,153,577,94,157,18,4,32,126,3,1,85,94,,3,1,9,7 +donovdi01,1954,1,DET,AL,2,1,0,0,0,0,0,0,0,0,0,1,,0,0,0,0 +dorisha01,1954,1,CHA,AL,37,27,3,3,0,0,0,0,0,0,0,5,,0,2,0,1 +drewska01,1954,1,PHI,NL,8,4,0,0,0,0,0,0,0,0,0,4,,0,0,0,0 +drewska01,1954,2,CIN,NL,22,12,2,2,1,0,0,2,0,0,4,2,,0,1,1,0 +dropowa01,1954,1,DET,AL,107,320,27,90,14,2,4,44,0,1,24,41,,0,6,4,13 +durenry01,1954,1,BAL,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +durhajo02,1954,1,BAL,AL,10,40,4,9,0,0,1,3,0,0,4,7,,0,0,0,0 +dyckji01,1954,1,CLE,AL,2,1,0,1,0,0,0,1,0,0,1,0,,0,0,0,0 +eastelu01,1954,1,CLE,AL,6,6,0,1,0,0,0,0,0,0,0,2,,0,0,0,0 +edwarbr01,1954,1,CHN,NL,4,3,1,0,0,0,0,1,0,0,2,2,,0,0,0,0 +ennisde01,1954,1,PHI,NL,145,556,73,145,23,2,25,119,2,1,50,60,,2,1,11,23 +erskica01,1954,1,BRO,NL,39,88,4,14,2,0,0,4,0,0,4,23,,0,5,1,2 +escalni01,1954,1,CIN,NL,73,69,15,11,1,1,0,3,1,0,7,11,,0,0,1,1 +eversho01,1954,1,BOS,AL,6,8,1,0,0,0,0,0,0,0,0,2,,0,0,0,0 +eversho01,1954,2,NY1,NL,12,11,1,1,0,0,1,3,0,0,0,6,,0,0,0,0 +eversho01,1954,3,DET,AL,30,60,5,11,4,0,0,5,1,0,5,8,,1,0,0,2 +fainfe01,1954,1,CHA,AL,65,235,30,71,10,1,5,51,5,1,40,14,,1,1,5,2 +fanniji01,1954,1,CHN,NL,11,38,2,7,0,0,0,1,0,0,1,7,,0,0,0,4 +fellebo01,1954,1,CLE,AL,19,48,6,9,1,0,0,1,0,0,4,17,,0,3,0,1 +finigji01,1954,1,PHA,AL,136,487,57,147,25,6,7,51,2,8,64,66,,0,6,3,17 +fitzged01,1954,1,WS1,AL,115,360,33,104,13,5,4,40,0,1,33,22,,2,3,3,12 +flanito01,1954,1,CHA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fondyde01,1954,1,CHN,NL,141,568,77,162,30,4,9,49,20,5,35,84,,1,2,4,9 +fordwh01,1954,1,NYA,AL,34,62,7,10,1,0,0,7,0,0,9,15,,0,7,1,0 +fornimi01,1954,1,CHA,AL,16,11,2,3,0,0,0,0,1,0,0,0,,0,1,0,1 +fowlear01,1954,1,CIN,NL,40,60,3,6,0,0,0,2,0,0,9,19,,1,12,0,0 +foxho01,1954,1,BAL,AL,38,16,1,4,1,0,0,1,0,0,0,1,,0,0,0,0 +foxne01,1954,1,CHA,AL,155,631,111,201,24,8,2,47,16,9,51,12,,5,15,4,13 +frazijo01,1954,1,SLN,NL,81,88,8,26,5,2,3,18,0,0,13,17,,1,0,1,1 +fricama01,1954,1,PHA,AL,42,41,3,4,0,0,0,0,0,1,1,12,,0,6,0,1 +fridlji01,1954,1,BAL,AL,85,240,25,59,8,5,4,36,0,1,21,41,,2,2,1,13 +frienbo01,1954,1,PIT,NL,35,51,6,14,1,1,1,7,0,0,5,8,,0,1,0,2 +furilca01,1954,1,BRO,NL,150,547,56,161,23,1,19,96,2,4,49,35,,5,3,3,17 +garagjo01,1954,1,CHN,NL,63,153,16,43,5,0,5,21,0,0,28,12,,4,1,1,4 +garagjo01,1954,2,NY1,NL,5,11,1,3,2,0,0,1,0,0,1,2,,0,0,1,0 +garcich01,1954,1,BAL,AL,39,62,6,7,0,2,0,5,0,0,8,3,,0,0,1,0 +garcimi01,1954,1,CLE,AL,45,81,5,11,0,0,0,4,0,0,6,22,,0,6,1,1 +gardnbi02,1954,1,NY1,NL,62,108,10,23,5,0,1,7,0,1,6,19,,1,0,0,1 +garvene01,1954,1,DET,AL,36,79,3,13,2,0,0,4,0,1,6,15,,0,5,0,0 +gentrha01,1954,1,NY1,NL,5,4,0,1,0,0,0,1,0,0,1,0,,0,0,0,0 +gernedi01,1954,1,BOS,AL,14,23,2,6,2,0,0,1,0,0,6,4,,0,1,0,2 +gielpa01,1954,1,NY1,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gilliji01,1954,1,BRO,NL,146,607,107,171,28,8,13,52,8,7,76,30,,2,5,5,10 +ginsbjo01,1954,1,CLE,AL,3,2,0,1,0,1,0,1,0,0,0,0,,1,0,0,0 +glynnbi01,1954,1,CLE,AL,111,171,19,43,3,2,5,18,3,2,12,21,,0,0,2,4 +gomezru01,1954,1,NY1,NL,49,81,11,14,1,0,2,6,0,2,0,8,,1,4,0,2 +goodmbi01,1954,1,BOS,AL,127,489,71,148,25,4,1,36,3,3,51,15,,2,9,1,10 +gordosi01,1954,1,PIT,NL,131,363,38,111,12,0,12,49,0,0,67,24,,0,8,9,10 +gorinch01,1954,1,ML1,NL,5,3,0,0,0,0,0,0,0,0,0,0,,0,0,0,0 +gormato02,1954,1,NYA,AL,23,4,0,0,0,0,0,0,0,0,0,1,,0,0,0,0 +grammal01,1954,1,SLN,NL,142,401,57,106,17,4,2,29,6,1,40,29,,5,4,5,12 +grassmi01,1954,1,CLE,AL,4,6,1,2,0,0,1,1,0,0,1,1,,1,0,0,0 +grayjo01,1954,1,PHA,AL,19,34,0,1,0,0,0,0,0,0,1,15,,0,1,0,0 +grayte01,1954,1,DET,AL,19,22,0,1,0,0,0,0,0,0,0,4,,0,0,0,0 +greasbi01,1954,1,SLN,NL,3,1,0,0,0,0,0,0,0,0,0,0,,0,0,0,0 +greenbo01,1954,1,PHI,NL,12,9,0,0,0,0,0,0,0,0,2,6,,0,1,0,0 +greenji02,1954,1,CIN,NL,139,542,79,152,27,4,27,95,0,3,41,81,,0,3,4,18 +grimbo01,1954,1,NYA,AL,37,70,3,10,0,0,1,9,0,0,2,26,,0,7,0,1 +grissma01,1954,1,NY1,NL,56,32,3,5,0,0,0,1,0,0,2,11,,0,2,0,0 +gromest01,1954,1,DET,AL,36,79,6,15,0,0,0,3,0,0,8,21,,1,10,0,0 +grothjo01,1954,1,CHA,AL,125,422,41,116,20,0,7,60,3,9,42,37,,2,8,3,19 +hackewa02,1954,1,CHN,NL,43,55,4,13,0,1,0,6,0,0,1,8,,0,3,0,1 +haddiha01,1954,1,SLN,NL,61,93,16,18,4,2,0,4,2,0,5,11,,0,0,1,1 +hallbi02,1954,1,PIT,NL,5,7,0,0,0,0,0,0,0,0,0,0,,0,0,0,0 +halldi01,1954,1,PIT,NL,112,310,38,74,8,4,2,27,3,0,33,46,,0,1,9,14 +hamnegr01,1954,1,PHI,NL,152,596,83,178,39,11,13,89,1,2,53,44,,0,2,9,13 +harmoch01,1954,1,CIN,NL,94,286,39,68,7,3,2,25,7,3,17,27,,1,4,6,3 +harshja01,1954,1,CHA,AL,36,56,6,8,1,0,2,5,0,0,12,21,,0,3,1,1 +hatfifr01,1954,1,DET,AL,81,218,31,64,12,0,2,25,4,2,28,24,,5,4,1,5 +hattogr01,1954,1,CIN,NL,1,1,0,0,0,0,0,0,0,0,0,0,,0,0,0,0 +hattogr01,1954,2,CHA,AL,13,30,3,5,1,0,0,3,1,0,5,3,,0,0,1,1 +hattogr01,1954,3,BOS,AL,99,302,40,85,12,3,5,33,1,1,58,25,,2,3,1,6 +heardja01,1954,1,BAL,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hearnji01,1954,1,NY1,NL,29,45,2,5,1,0,1,3,0,0,3,17,,0,5,0,1 +heganji01,1954,1,CLE,AL,139,423,56,99,12,7,11,40,0,1,34,48,,0,7,4,15 +heldwo01,1954,1,NYA,AL,4,3,2,0,0,0,0,0,0,0,2,1,,0,0,0,0 +hemusso01,1954,1,SLN,NL,124,214,43,65,15,3,2,27,5,1,55,27,,5,0,2,1 +henlega01,1954,1,PIT,NL,14,30,7,9,1,0,1,2,0,0,4,4,,0,1,0,0 +henrybi01,1954,1,BOS,AL,25,34,2,4,0,0,0,3,0,0,3,7,,0,0,0,0 +herbera01,1954,1,DET,AL,42,17,5,3,0,1,1,3,0,0,2,4,,0,0,0,1 +herrito01,1954,1,BOS,AL,14,8,1,1,0,0,0,0,0,0,0,4,,0,0,0,0 +hetkijo01,1954,1,PIT,NL,58,9,1,2,0,0,0,1,0,0,0,0,,0,1,0,0 +hoakdo01,1954,1,BRO,NL,88,261,41,64,9,5,7,26,8,3,25,39,,4,4,2,7 +hoderme01,1954,1,WS1,AL,14,25,0,4,1,0,0,1,0,0,1,4,,0,0,0,0 +hodgegi01,1954,1,BRO,NL,154,579,106,176,23,5,42,130,3,3,74,84,,1,5,19,13 +hoeftbi01,1954,1,DET,AL,35,52,5,10,6,0,0,6,0,0,10,24,,0,0,1,1 +hofmabo01,1954,1,NY1,NL,71,125,12,28,5,0,8,30,0,0,17,15,,1,3,2,3 +hogueca01,1954,1,PIT,NL,3,3,0,0,0,0,0,0,0,0,0,1,,0,1,0,0 +hoopebo01,1954,1,CLE,AL,17,5,0,0,0,0,0,0,0,0,0,1,,0,0,0,0 +hoskida01,1954,1,CLE,AL,15,8,2,0,0,0,0,0,0,0,1,3,,0,0,0,0 +houkra01,1954,1,NYA,AL,1,1,0,0,0,0,0,0,0,0,0,0,,0,0,0,0 +housefr03,1954,1,DET,AL,114,352,35,88,12,1,9,38,2,1,31,34,,1,1,7,7 +houttar01,1954,1,CLE,AL,32,65,6,18,2,0,1,10,1,0,2,11,,0,8,1,1 +hudsosi01,1954,1,BOS,AL,33,13,1,2,0,0,0,1,0,0,0,2,,0,0,0,1 +hugheji02,1954,1,BRO,NL,60,16,3,3,0,0,0,0,0,0,0,3,,0,1,0,2 +huntebi03,1954,1,BAL,AL,125,411,28,100,9,5,2,27,5,4,21,38,,2,13,4,14 +hurdto01,1954,1,BOS,AL,16,3,0,1,0,0,0,0,0,0,1,0,,0,0,0,0 +irvinmo01,1954,1,NY1,NL,135,432,62,113,13,3,19,64,7,4,70,23,,2,3,5,18 +jablora01,1954,1,SLN,NL,152,611,80,181,33,3,12,104,9,4,49,42,,2,1,11,17 +jacksra01,1954,1,CHN,NL,126,484,77,132,17,6,19,67,2,1,44,55,,2,9,4,9 +jacksro01,1954,1,CHA,AL,40,93,10,26,4,0,4,10,2,1,6,20,,2,5,1,1 +jacobsp01,1954,1,PHA,AL,132,508,63,131,11,1,0,26,17,3,60,22,,0,6,1,5 +janowvi01,1954,1,PIT,NL,41,73,10,11,3,0,0,2,0,0,7,23,,1,3,0,0 +jansela01,1954,1,NY1,NL,13,14,1,4,1,0,0,1,0,0,0,4,,0,0,0,0 +jayjo01,1954,1,ML1,NL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jeffcha01,1954,1,CHN,NL,56,31,13,8,2,1,1,6,2,0,1,7,,0,0,2,1 +jenseja01,1954,1,BOS,AL,152,580,92,160,25,7,25,117,22,7,79,52,,2,1,11,32 +jethrsa01,1954,1,PIT,NL,2,1,0,0,0,0,0,0,0,0,0,0,,0,0,0,0 +johnsdo03,1954,1,CHA,AL,46,35,0,1,0,0,0,1,0,0,2,12,,0,7,1,0 +johnser02,1954,1,ML1,NL,40,13,2,3,0,0,0,1,0,0,0,2,,0,5,0,0 +jokst01,1954,1,PHI,NL,3,3,0,0,0,0,0,0,0,0,0,2,,0,0,0,0 +jokst01,1954,2,CHA,AL,3,12,1,2,0,0,0,2,0,0,1,2,,0,0,0,1 +jollyda01,1954,1,ML1,NL,48,31,6,9,1,0,1,3,0,0,1,7,,0,2,0,1 +jonesgo01,1954,1,SLN,NL,11,24,0,3,1,0,0,1,0,0,1,4,,0,4,0,0 +joneswi01,1954,1,PHI,NL,142,535,64,145,28,3,12,56,4,1,61,54,,0,8,6,10 +joosted01,1954,1,PHA,AL,19,47,7,17,3,0,1,9,0,1,10,10,,0,0,0,4 +judsoho01,1954,1,CIN,NL,37,24,2,2,0,0,0,2,0,0,1,10,,0,0,0,1 +kalinal01,1954,1,DET,AL,138,504,42,139,18,3,4,43,9,5,22,45,,0,7,2,21 +kattra01,1954,1,NY1,NL,86,200,26,51,7,1,9,33,1,0,19,29,,0,4,4,4 +kazante01,1954,1,PHI,NL,39,104,7,14,2,0,1,8,0,1,4,14,,0,0,2,4 +keegabo01,1954,1,CHA,AL,32,75,5,9,2,1,0,7,0,0,4,11,,0,1,4,3 +kellefr02,1954,1,BAL,AL,10,34,3,7,2,0,0,1,0,0,5,4,,0,0,0,0 +kellge01,1954,1,BOS,AL,26,93,15,24,3,0,0,10,0,0,15,3,,0,1,0,2 +kellge01,1954,2,CHA,AL,71,233,25,66,10,0,5,48,1,1,18,12,,0,1,9,5 +kellnal01,1954,1,PHA,AL,27,55,2,10,2,0,0,6,0,0,2,8,,0,5,1,1 +kemmeru01,1954,1,BOS,AL,19,21,1,3,0,0,0,2,0,0,3,11,,0,2,0,1 +kennebo01,1954,1,CLE,AL,1,0,0,0,0,0,0,0,0,0,0,0,,0,0,0,0 +kennebo01,1954,2,BAL,AL,106,323,37,81,13,2,6,45,2,1,28,43,,0,3,5,16 +keriagu01,1954,1,WS1,AL,22,15,0,1,0,0,0,0,0,0,1,9,,0,2,0,1 +kielyle01,1954,1,BOS,AL,28,50,5,9,1,0,1,3,0,0,2,17,,0,1,0,0 +killeha01,1954,1,WS1,AL,9,13,1,4,1,0,0,3,0,0,2,3,,0,0,0,1 +kindeel01,1954,1,BOS,AL,48,27,0,5,2,0,0,0,0,0,2,5,,0,5,0,0 +kinerra01,1954,1,CHN,NL,147,557,88,159,36,5,22,73,2,0,76,90,,2,5,3,17 +kingch01,1954,1,DET,AL,11,28,4,6,0,1,0,3,0,0,3,8,,0,0,0,1 +kingne01,1954,1,PIT,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kippeth01,1954,1,PHI,NL,11,2,0,0,0,0,0,0,0,0,0,2,,0,0,0,0 +kirrejo01,1954,1,CHA,AL,9,23,4,7,1,0,0,4,1,0,5,2,,1,0,0,1 +kitsoch01,1954,1,CHN,NL,1,0,0,0,0,0,0,0,0,0,0,0,,0,0,0,0 +klippjo01,1954,1,CHN,NL,36,45,2,6,1,0,0,3,0,0,0,14,,0,2,1,0 +kluszte01,1954,1,CIN,NL,149,573,104,187,28,3,49,141,0,2,78,35,,3,0,5,12 +kobacni01,1954,1,PIT,NL,4,10,0,0,0,0,0,0,0,0,0,8,,0,0,0,0 +kokosdi01,1954,1,BAL,AL,11,10,1,2,0,0,1,1,0,0,4,3,,0,0,0,1 +konikal01,1954,1,NY1,NL,10,1,0,0,0,0,0,0,0,0,0,1,,0,0,0,0 +konstji01,1954,1,PHI,NL,33,13,0,0,0,0,0,0,0,0,0,4,,0,0,0,0 +konstji01,1954,2,NYA,AL,9,3,0,0,0,0,0,0,0,0,0,0,,0,0,0,0 +korchst01,1954,1,WS1,AL,2,7,0,1,0,0,0,0,0,0,0,2,,0,0,0,0 +kosloda01,1954,1,BAL,AL,3,3,0,0,0,0,0,0,0,0,0,2,,0,0,0,0 +kosloda01,1954,2,ML1,NL,12,1,0,0,0,0,0,0,0,0,0,0,,0,0,0,0 +kressch01,1954,1,DET,AL,24,37,4,7,0,1,0,3,0,1,1,4,,0,0,0,0 +kressch01,1954,2,BRO,NL,13,12,1,1,0,0,0,2,0,0,0,0,,0,0,0,0 +kretllo01,1954,1,BAL,AL,32,51,1,8,0,0,0,1,0,0,5,19,,0,4,0,0 +kryhodi01,1954,1,BAL,AL,100,300,32,78,13,2,1,34,0,0,19,24,,2,5,4,10 +kuennha01,1954,1,DET,AL,155,656,81,201,28,6,5,48,9,9,29,13,,1,6,4,19 +kuzavbo01,1954,1,NYA,AL,20,6,0,0,0,0,0,0,0,0,1,4,,0,0,0,1 +kuzavbo01,1954,2,BAL,AL,4,7,0,0,0,0,0,0,0,0,0,4,,0,1,0,0 +labincl01,1954,1,BRO,NL,47,30,2,1,0,0,0,0,0,0,4,15,,0,0,0,1 +lakemal01,1954,1,DET,AL,5,6,0,0,0,0,0,0,0,0,0,1,,0,0,0,0 +landrho01,1954,1,CIN,NL,48,81,12,16,0,0,5,14,1,0,18,9,,0,2,1,1 +laneje01,1954,1,CIN,NL,3,4,1,0,0,0,0,0,0,0,1,2,,0,0,0,0 +lapalpa01,1954,1,PIT,NL,33,35,2,5,1,1,0,1,0,0,0,6,,1,3,0,0 +larsedo01,1954,1,BAL,AL,44,88,6,22,5,3,1,4,0,0,5,15,,0,2,0,2 +laryal01,1954,1,CHN,NL,2,2,0,1,0,0,0,0,0,0,0,1,,0,0,0,0 +laryfr01,1954,1,DET,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lasorto01,1954,1,BRO,NL,4,1,0,0,0,0,0,0,0,0,0,0,,0,0,0,0 +lawrebr01,1954,1,SLN,NL,35,53,2,10,0,0,0,4,0,0,3,15,,1,1,0,0 +lawve01,1954,1,PIT,NL,50,52,10,12,5,0,1,13,0,0,5,8,,1,6,0,4 +lejafr01,1954,1,NYA,AL,12,5,2,1,0,0,0,0,0,0,0,1,,0,0,0,0 +lemonbo01,1954,1,CLE,AL,40,98,11,21,4,1,2,10,0,0,6,24,,0,8,1,1 +lemonji01,1954,1,WS1,AL,37,128,12,30,2,3,2,13,0,0,9,34,,0,1,1,4 +lenhado01,1954,1,BAL,AL,13,33,2,5,1,0,0,1,0,0,3,9,,0,1,0,1 +lenhado01,1954,2,BOS,AL,44,66,5,18,4,0,3,17,0,0,3,9,,1,2,1,3 +lennobo01,1954,1,NY1,NL,3,3,0,0,0,0,0,0,0,0,0,0,,0,0,0,0 +lepcite01,1954,1,BOS,AL,116,398,42,102,19,4,8,45,3,4,42,62,,3,3,5,8 +levanje01,1954,1,WS1,AL,7,10,1,3,0,0,0,0,0,0,0,0,,0,0,0,0 +liddldo01,1954,1,NY1,NL,29,37,3,7,0,0,0,2,0,0,8,12,,0,2,0,0 +limmelo01,1954,1,PHA,AL,115,316,41,73,10,3,14,32,2,3,35,37,,0,2,3,6 +lindejo01,1954,1,PHI,NL,7,5,0,1,0,0,0,2,0,0,2,3,,0,0,0,0 +lintro01,1954,1,SLN,NL,31,10,1,1,1,0,0,2,1,0,6,3,,0,1,0,0 +liponjo01,1954,1,CIN,NL,1,1,0,0,0,0,0,0,0,0,0,0,,0,0,0,0 +littldi01,1954,1,BAL,AL,3,1,0,0,0,0,0,0,0,0,0,0,,0,0,0,0 +littldi01,1954,2,PIT,NL,23,49,4,8,2,1,0,2,0,0,2,13,,0,4,0,1 +littrja01,1954,1,PHA,AL,9,30,7,9,2,0,1,3,1,0,6,3,,0,0,0,2 +lockmwh01,1954,1,NY1,NL,148,570,73,143,17,3,16,60,2,2,59,31,,0,4,6,3 +loesbi01,1954,1,BRO,NL,28,51,1,6,0,0,0,5,0,0,2,20,,0,4,0,1 +loganjo01,1954,1,ML1,NL,154,560,66,154,17,7,8,66,2,0,51,51,,6,15,6,14 +lollash01,1954,1,CHA,AL,107,316,31,77,13,0,7,34,0,1,37,28,,7,3,2,5 +lopated01,1954,1,NYA,AL,26,57,2,1,0,0,0,2,0,0,5,6,,0,4,1,1 +lopatst01,1954,1,PHI,NL,86,259,42,75,14,5,14,42,1,3,33,37,,1,2,2,9 +lowntu01,1954,1,CHN,NL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lowrepe01,1954,1,SLN,NL,74,61,6,7,1,2,0,5,0,0,9,9,,0,0,2,2 +luname01,1954,1,SLN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lunddo01,1954,1,DET,AL,35,54,4,7,2,0,0,3,1,0,4,3,,0,1,1,3 +lynchje01,1954,1,PIT,NL,98,284,27,68,4,5,8,36,2,2,20,43,,1,1,2,9 +maglisa01,1954,1,NY1,NL,34,63,3,8,0,0,0,1,0,0,4,16,,1,13,0,0 +majesha01,1954,1,CLE,AL,57,121,10,34,4,0,3,17,0,0,7,14,,0,1,0,5 +mangaji01,1954,1,PIT,NL,14,26,2,5,0,0,0,2,0,0,4,9,,0,0,0,0 +mantlmi01,1954,1,NYA,AL,146,543,129,163,17,12,27,102,5,2,102,107,,0,2,4,3 +marlodi01,1954,1,DET,AL,38,18,1,3,1,0,0,1,0,0,1,11,,0,0,0,0 +marqulu01,1954,1,CHN,NL,17,12,2,1,0,0,0,0,3,0,2,4,,0,1,0,0 +marqulu01,1954,2,PIT,NL,14,9,3,1,0,0,0,0,0,0,4,0,,0,1,0,0 +marreco01,1954,1,WS1,AL,22,15,1,0,0,0,0,0,0,0,2,3,,0,0,0,2 +marshfr01,1954,1,CHA,AL,62,98,21,30,5,2,0,4,4,2,9,16,,0,2,0,2 +marshwi01,1954,1,CHA,AL,47,71,7,18,2,0,1,7,0,0,11,9,,0,0,1,2 +martimo01,1954,1,PHA,AL,13,17,0,4,1,0,0,0,0,0,0,4,,0,1,0,0 +martimo01,1954,2,CHA,AL,35,15,1,2,1,0,0,2,0,0,0,6,,0,2,0,1 +matheed01,1954,1,ML1,NL,138,476,96,138,21,4,40,103,10,3,113,61,,2,3,7,9 +maxwech01,1954,1,BOS,AL,74,104,9,26,4,1,0,5,3,0,12,21,,0,1,0,4 +mayswi01,1954,1,NY1,NL,151,565,119,195,33,13,41,110,8,5,66,57,,2,0,7,12 +mccalwi01,1954,1,NY1,NL,33,11,0,0,0,0,0,1,0,0,1,4,,0,0,0,0 +mcculcl01,1954,1,CHN,NL,31,81,9,21,7,0,3,17,0,0,5,5,,1,0,0,1 +mcdermi03,1954,1,WS1,AL,54,95,7,19,3,0,0,4,0,0,7,12,,0,2,0,4 +mcdonji04,1954,1,NYA,AL,16,19,6,4,1,0,0,0,0,0,5,9,,0,2,0,0 +mcdougi01,1954,1,NYA,AL,126,394,66,102,22,2,12,48,3,4,62,64,,5,9,3,5 +mcgheed01,1954,1,PHA,AL,21,53,5,11,2,0,2,9,0,1,4,8,,0,0,1,0 +mcgheed01,1954,2,CHA,AL,42,75,12,17,1,0,0,5,5,0,12,8,,0,1,0,4 +mcmilro01,1954,1,CIN,NL,154,588,86,147,21,2,4,42,4,2,47,54,,5,31,6,9 +melesa01,1954,1,BAL,AL,72,230,17,55,9,4,5,32,1,0,18,26,,0,4,4,12 +melesa01,1954,2,BOS,AL,42,132,22,42,6,0,7,23,0,1,12,12,,2,2,2,4 +merrill01,1954,1,CIN,NL,73,112,12,30,8,1,0,16,3,0,23,10,,3,0,3,1 +metkoca01,1954,1,ML1,NL,68,123,7,34,5,1,1,15,0,0,15,15,,1,0,3,6 +meyerru01,1954,1,BRO,NL,36,47,3,2,0,0,0,2,0,0,5,20,,0,14,0,1 +micelmi01,1954,1,PHI,NL,13,3,2,0,0,0,0,0,0,0,1,1,,0,0,0,0 +michaca01,1954,1,CHA,AL,101,282,35,74,13,2,7,44,10,4,56,31,,4,2,0,2 +miksied01,1954,1,CHN,NL,38,99,9,20,3,0,2,3,1,0,3,9,,0,2,0,2 +millebi04,1954,1,NYA,AL,2,1,0,0,0,0,0,0,0,0,0,1,,0,0,0,0 +millebo02,1954,1,PHI,NL,30,50,5,8,1,0,1,1,0,0,3,16,,0,3,0,3 +millebo03,1954,1,DET,AL,34,15,2,2,1,0,0,0,0,0,0,4,,0,0,0,0 +millest01,1954,1,SLN,NL,20,13,1,4,0,0,0,0,0,0,1,5,,0,0,0,0 +millibo01,1954,1,BRO,NL,24,17,1,3,0,0,0,2,0,0,0,2,,0,0,0,0 +minnepa01,1954,1,CHN,NL,33,76,7,13,3,0,2,14,0,0,8,19,,0,1,3,1 +minosmi01,1954,1,CHA,AL,153,568,119,182,29,18,19,116,18,11,77,46,,16,6,8,20 +miranwi01,1954,1,NYA,AL,92,116,12,29,4,2,1,12,0,3,10,10,,0,1,4,2 +mitchda01,1954,1,CLE,AL,53,60,6,17,1,0,1,6,0,0,9,1,,0,0,0,1 +monzara01,1954,1,NY1,NL,6,2,0,0,0,0,0,0,0,0,0,1,,0,0,0,0 +moonwa01,1954,1,SLN,NL,151,635,106,193,29,9,12,76,18,10,71,73,,1,2,7,10 +morgabo01,1954,1,PHI,NL,135,455,58,119,25,2,14,50,3,1,70,68,,0,8,4,15 +morgato01,1954,1,NYA,AL,32,49,2,7,1,0,1,2,0,0,2,17,,0,1,0,2 +morgave01,1954,1,CHN,NL,24,64,3,15,2,0,0,2,0,0,1,10,,0,1,1,2 +mortogu02,1954,1,BOS,AL,1,1,0,0,0,0,0,0,0,0,0,1,,0,0,0,0 +morynwa01,1954,1,BRO,NL,48,91,16,25,4,2,2,14,0,0,7,11,,1,2,1,3 +mossido01,1954,1,CLE,AL,40,19,1,3,0,0,0,0,0,0,3,10,,0,1,0,0 +mossle01,1954,1,BAL,AL,50,126,7,31,3,0,0,5,0,0,14,16,,0,1,0,3 +mroziro01,1954,1,PHI,NL,15,12,0,1,0,0,0,0,0,0,0,7,,0,2,0,0 +muelldo01,1954,1,NY1,NL,153,619,90,212,35,8,4,71,2,3,22,17,,2,7,8,19 +murphdi01,1954,1,CIN,NL,6,1,1,0,0,0,0,0,0,0,0,1,,0,0,0,0 +murrara01,1954,1,BAL,AL,22,61,4,15,4,1,0,2,0,0,2,5,,0,1,0,1 +musiast01,1954,1,SLN,NL,153,591,120,195,41,9,35,126,1,7,103,39,,4,0,7,20 +naragha01,1954,1,CLE,AL,46,101,10,24,2,2,0,12,0,0,9,12,,0,3,0,0 +narlera01,1954,1,CLE,AL,42,16,0,0,0,0,0,0,0,0,1,5,,0,2,0,0 +nelsoro01,1954,1,CLE,AL,4,4,0,0,0,0,0,0,0,0,0,1,,0,0,0,1 +newcodo01,1954,1,BRO,NL,31,47,6,15,1,0,0,4,0,0,4,6,,0,3,1,0 +newhoha01,1954,1,CLE,AL,26,13,0,2,0,0,0,1,0,0,0,0,,0,1,0,0 +niarhgu01,1954,1,PHI,NL,3,5,0,1,0,0,0,0,0,0,0,1,,0,0,0,0 +nichoch02,1954,1,ML1,NL,35,35,1,3,0,0,0,2,0,0,0,12,,0,4,0,0 +nichodo01,1954,1,CHA,AL,7,0,3,0,0,0,0,0,0,1,1,0,,0,0,0,0 +niemabo01,1954,1,DET,AL,91,251,24,66,14,1,8,35,0,2,22,32,,0,3,3,10 +nixonwi01,1954,1,BOS,AL,31,68,6,18,3,0,1,3,0,0,8,17,,0,2,0,4 +norenir01,1954,1,NYA,AL,125,426,70,136,21,6,12,66,4,6,43,38,,1,3,7,4 +nuxhajo01,1954,1,CIN,NL,36,52,13,9,0,0,3,7,0,0,8,12,,0,4,2,2 +oconnda02,1954,1,ML1,NL,146,541,61,151,28,4,2,37,2,2,38,46,,2,19,4,11 +odellbi01,1954,1,BAL,AL,7,3,0,0,0,0,0,0,0,0,0,2,,0,0,0,0 +odonnge01,1954,1,PIT,NL,21,23,1,2,0,0,1,2,0,0,1,10,,0,0,0,0 +oldisbo01,1954,1,WS1,AL,11,24,1,8,1,0,0,0,0,0,1,3,,0,1,0,0 +olsonka01,1954,1,BOS,AL,101,227,25,59,12,2,1,20,2,1,12,23,,0,3,3,11 +osterbi01,1954,1,PHA,AL,8,3,0,1,0,0,0,0,0,0,0,1,,0,0,0,0 +owenmi01,1954,1,BOS,AL,32,68,6,16,3,0,1,11,0,1,9,6,,0,0,4,3 +pafkoan01,1954,1,ML1,NL,138,510,61,146,22,4,14,69,1,2,37,36,,4,12,7,14 +pagejo01,1954,1,PIT,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +paineph01,1954,1,ML1,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +palicer01,1954,1,BRO,NL,28,16,2,4,1,0,0,1,0,0,1,4,,0,0,0,0 +palysst01,1954,1,PHI,NL,2,4,0,1,0,0,0,0,0,0,1,1,,0,0,0,0 +parneme01,1954,1,BOS,AL,19,34,1,3,1,0,0,0,1,0,1,4,,1,1,0,0 +pascuca02,1954,1,WS1,AL,48,30,2,4,0,1,0,1,0,0,1,2,,0,1,0,0 +paulaca01,1954,1,WS1,AL,9,24,2,4,1,0,0,2,0,0,2,4,,0,0,0,0 +pearcji01,1954,1,CIN,NL,2,3,0,0,0,0,0,0,0,0,0,1,,0,1,0,0 +pellaed01,1954,1,PIT,NL,73,125,12,27,6,0,0,16,0,0,9,21,,4,3,1,1 +pendlji01,1954,1,ML1,NL,71,173,20,38,3,1,1,16,2,1,4,21,,0,1,1,2 +pensopa01,1954,1,PHI,NL,5,7,0,0,0,0,0,0,0,0,0,1,,0,0,0,1 +peppela01,1954,1,PIT,NL,14,17,1,4,1,0,0,1,0,0,0,2,,0,0,0,0 +perkoha01,1954,1,CIN,NL,28,25,1,4,1,0,1,3,0,0,0,7,,0,2,1,0 +peskyjo01,1954,1,DET,AL,20,17,5,3,0,0,1,1,0,0,3,1,,0,0,0,2 +peskyjo01,1954,2,WS1,AL,49,158,17,40,4,3,0,9,1,1,10,7,,0,2,1,2 +phillda01,1954,1,CLE,AL,133,452,48,102,13,3,12,60,2,4,57,48,,0,6,7,16 +piconma01,1954,1,NY1,NL,5,1,0,0,0,0,0,0,0,0,1,1,,0,0,0,0 +piconma01,1954,2,CIN,NL,4,1,1,0,0,0,0,0,0,0,1,0,,0,0,0,0 +piercbi02,1954,1,CHA,AL,38,57,4,11,0,0,0,5,0,0,4,12,,0,6,1,0 +piersji01,1954,1,BOS,AL,133,474,77,135,24,2,8,38,5,1,36,42,,3,5,2,13 +pilledu01,1954,1,BAL,AL,25,53,5,7,1,0,0,3,0,0,5,18,,0,6,1,0 +podbibu01,1954,1,CIN,NL,27,42,2,6,0,0,0,2,0,0,4,9,,0,3,0,0 +podrejo01,1954,1,BRO,NL,38,60,7,17,3,1,0,4,0,0,5,5,,0,3,2,2 +poholto01,1954,1,SLN,NL,25,27,1,4,1,0,0,4,0,0,0,4,,0,6,1,0 +polleho01,1954,1,CHN,NL,20,47,6,13,2,0,0,4,0,0,1,6,,0,3,0,2 +popeda01,1954,1,CLE,AL,60,102,21,30,2,1,4,13,2,1,10,22,,0,1,1,2 +portebo01,1954,1,WS1,AL,32,88,3,9,0,0,1,5,0,0,4,24,,1,5,1,0 +portoar01,1954,1,PHA,AL,34,75,3,8,0,1,1,2,0,0,5,30,,0,7,0,0 +postwa01,1954,1,CIN,NL,130,451,46,115,21,3,18,83,2,2,26,70,,3,0,5,10 +powervi01,1954,1,PHA,AL,127,462,36,118,17,5,8,38,2,1,19,19,,2,0,2,16 +preskjo01,1954,1,SLN,NL,38,16,0,4,0,0,0,1,0,0,0,2,,0,0,0,0 +purkebo01,1954,1,PIT,NL,36,26,2,2,1,0,0,4,0,0,4,12,,0,3,0,0 +pyechjo01,1954,1,CHN,NL,1,1,0,0,0,0,0,0,0,0,0,0,,0,0,0,0 +queenbi01,1954,1,ML1,NL,3,2,0,0,0,0,0,0,0,0,0,2,,0,0,0,0 +raethha01,1954,1,PHA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +raffeke01,1954,1,CIN,NL,6,2,0,1,0,0,0,1,0,0,0,1,,0,0,0,0 +raschvi01,1954,1,SLN,NL,30,64,3,9,0,0,0,3,0,0,3,18,,0,3,0,1 +reesepe01,1954,1,BRO,NL,141,554,98,171,35,8,10,69,8,5,90,62,,3,8,6,20 +regalru01,1954,1,CLE,AL,65,180,21,45,5,0,2,24,0,2,19,16,,4,4,1,5 +rennabi01,1954,1,PHA,AL,123,422,52,98,15,4,13,53,1,3,41,60,,3,4,4,7 +repulri01,1954,1,SLN,NL,152,619,99,175,39,5,19,79,8,10,43,75,,4,4,8,16 +reynoal01,1954,1,NYA,AL,36,50,3,8,1,0,0,3,0,0,2,10,,0,5,0,5 +rhodedu01,1954,1,NY1,NL,82,164,31,56,7,3,15,50,1,0,18,25,,1,3,0,2 +ricede01,1954,1,SLN,NL,56,147,13,37,10,1,2,16,0,1,16,21,,0,2,2,3 +riceha02,1954,1,PIT,NL,28,81,10,14,4,1,1,9,0,2,14,24,,0,1,0,2 +riceha02,1954,2,CHN,NL,51,72,5,11,0,0,0,5,0,0,8,15,,0,0,1,1 +ridzist01,1954,1,PHI,NL,35,22,2,5,2,0,0,0,0,0,0,3,,0,1,0,0 +riverji01,1954,1,CHA,AL,145,490,62,140,16,8,13,61,18,10,49,68,,6,5,2,7 +rizzuph01,1954,1,NYA,AL,127,307,47,60,11,0,2,15,3,2,41,23,,1,18,2,7 +roachme01,1954,1,ML1,NL,3,4,0,0,0,0,0,0,0,0,0,1,,0,0,0,1 +robercu01,1954,1,PIT,NL,134,496,47,115,18,7,1,36,6,3,55,49,,2,9,3,6 +roberdo01,1954,1,CHN,NL,14,6,2,0,0,0,0,0,0,0,0,2,,0,0,0,0 +roberji02,1954,1,PHA,AL,63,147,9,27,8,0,0,8,0,0,23,25,,1,2,0,2 +roberro01,1954,1,PHI,NL,45,122,11,15,6,1,0,6,0,0,5,34,,0,4,2,2 +robined01,1954,1,NYA,AL,85,142,11,37,9,0,3,27,0,0,19,21,,0,0,2,1 +robinja02,1954,1,BRO,NL,124,386,62,120,22,4,15,59,7,3,63,20,,7,5,4,13 +rodiner01,1954,1,NY1,NL,5,6,0,0,0,0,0,0,0,0,0,2,,0,0,0,0 +roepr01,1954,1,BRO,NL,15,21,1,3,1,0,0,0,0,0,2,9,,0,2,0,0 +rombedu01,1954,1,PHA,AL,10,2,0,0,0,0,0,0,0,0,1,1,,0,0,0,0 +rosenal01,1954,1,CLE,AL,137,466,76,140,20,2,24,102,6,2,85,43,,3,1,11,14 +rosscl01,1954,1,CIN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rozekdi01,1954,1,PHA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +runnepe01,1954,1,WS1,AL,139,488,75,131,17,15,3,56,2,3,78,60,,0,2,2,10 +rushbo01,1954,1,CHN,NL,33,83,6,23,4,1,2,9,0,0,3,23,,0,1,0,3 +ryanco01,1954,1,CIN,NL,1,0,0,0,0,0,0,0,0,0,1,0,,0,0,0,0 +sainjo01,1954,1,NYA,AL,45,17,1,6,1,0,0,5,0,0,2,1,,0,1,0,0 +samforo01,1954,1,NY1,NL,12,5,2,0,0,0,0,0,0,1,0,1,,0,0,0,1 +santijo01,1954,1,CLE,AL,1,0,1,0,0,0,0,0,0,0,1,0,,0,0,0,0 +sarnibi01,1954,1,SLN,NL,123,380,40,114,18,4,9,70,3,3,25,42,,0,2,8,10 +sauerha01,1954,1,CHN,NL,142,520,98,150,18,1,41,103,2,1,70,68,,6,2,7,8 +savramo01,1954,1,CIN,NL,16,2,2,1,0,0,0,0,0,0,1,0,,0,0,0,0 +sawatca01,1954,1,CHA,AL,43,109,6,20,3,3,1,12,0,0,15,20,,0,0,3,3 +schalar01,1954,1,NYA,AL,6,3,0,0,0,0,0,0,0,0,0,1,,0,0,0,0 +scheica01,1954,1,PHA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +scheica01,1954,2,SLN,NL,3,2,0,0,0,0,0,0,0,0,0,0,,0,0,0,0 +schelda01,1954,1,PHI,NL,92,272,25,77,14,3,7,33,0,3,17,31,,2,2,3,12 +schmijo01,1954,1,WS1,AL,29,60,6,7,0,0,0,1,0,0,2,15,,0,6,0,2 +schoere01,1954,1,SLN,NL,148,610,98,192,38,8,5,79,4,2,54,22,,1,5,9,17 +schofdi01,1954,1,SLN,NL,43,7,17,1,0,1,0,1,1,1,0,3,,0,0,0,1 +seminan01,1954,1,CIN,NL,86,247,25,58,9,4,7,30,0,0,48,39,,2,1,1,8 +serenbi01,1954,1,CHN,NL,41,63,8,10,0,1,4,13,0,0,14,18,,1,0,1,2 +shantbi01,1954,1,PHA,AL,51,164,13,42,9,3,1,17,0,0,17,23,,0,0,0,5 +shantbo01,1954,1,PHA,AL,7,3,2,1,0,0,0,0,0,0,0,0,,0,0,0,0 +sheasp01,1954,1,WS1,AL,23,20,2,1,1,0,0,1,0,0,0,6,,0,0,0,0 +shepaja01,1954,1,PIT,NL,82,227,24,69,8,2,3,22,0,0,26,33,,0,8,4,10 +shubage01,1954,1,BRO,NL,45,65,3,10,5,0,2,10,0,0,7,10,,1,0,2,1 +sievero01,1954,1,WS1,AL,145,514,75,119,26,6,24,102,2,1,80,77,,2,2,11,17 +silvech01,1954,1,NYA,AL,20,37,1,10,1,0,0,4,0,1,3,2,,1,1,0,2 +simaal01,1954,1,CHA,AL,5,2,0,0,0,0,0,0,0,0,0,2,,0,0,0,0 +simaal01,1954,2,PHA,AL,29,20,0,1,0,0,0,2,0,0,0,7,,0,2,0,0 +simmocu01,1954,1,PHI,NL,38,91,11,16,0,0,0,8,0,0,3,20,,0,6,0,2 +sistisi01,1954,1,ML1,NL,9,0,2,0,0,0,0,0,0,0,0,0,,0,0,0,0 +skinnbo01,1954,1,PIT,NL,132,470,67,117,15,9,8,46,4,0,47,59,,0,11,2,11 +skowrbi01,1954,1,NYA,AL,87,215,37,73,12,9,7,41,2,1,19,18,,1,0,2,8 +slaugen01,1954,1,NYA,AL,69,125,19,31,4,2,1,19,0,2,28,8,,0,1,0,0 +smallro01,1954,1,ML1,NL,25,36,5,8,0,0,1,7,0,0,4,9,,1,0,1,2 +smithal04,1954,1,CLE,AL,131,481,101,135,29,6,11,50,2,9,88,65,,7,5,2,2 +smithdi01,1954,1,PIT,NL,12,31,2,3,1,1,0,0,0,0,6,5,,0,0,0,1 +smithfr06,1954,1,CIN,NL,50,10,2,1,1,0,0,2,0,0,3,7,,1,2,0,0 +snidedu01,1954,1,BRO,NL,149,584,120,199,39,10,40,130,6,6,84,96,,4,1,6,12 +snydeje01,1954,1,WS1,AL,64,154,17,36,3,1,0,17,3,0,15,18,,0,2,2,4 +souchst01,1954,1,DET,AL,25,39,6,7,0,1,3,8,1,1,2,10,,0,0,0,1 +spahnwa01,1954,1,ML1,NL,41,101,4,21,6,0,1,10,0,0,7,17,,1,3,0,2 +spencge01,1954,1,NY1,NL,6,3,0,0,0,0,0,0,0,0,0,2,,0,0,0,0 +spoonka01,1954,1,BRO,NL,2,6,1,1,1,0,0,0,0,0,1,2,,0,0,0,0 +stalege01,1954,1,SLN,NL,48,36,3,5,1,0,0,1,0,0,4,8,,0,7,0,2 +stclaeb01,1954,1,NY1,NL,20,42,5,11,1,0,2,6,0,0,12,7,,1,0,0,1 +stephve01,1954,1,BAL,AL,101,365,31,104,17,1,8,46,0,3,17,36,,0,4,7,4 +stewabu01,1954,1,CHA,AL,18,13,0,1,0,0,0,0,0,0,3,2,,0,0,0,3 +stewabu02,1954,1,WS1,AL,29,3,0,0,0,0,0,1,0,0,2,2,,0,0,0,0 +stobbch01,1954,1,WS1,AL,31,51,4,7,1,0,0,3,0,0,6,8,,1,9,1,0 +stonede01,1954,1,WS1,AL,31,52,5,5,1,1,1,9,0,0,5,30,,0,6,1,0 +strahdi01,1954,1,CHA,AL,9,1,0,0,0,0,0,0,0,0,0,1,,0,1,0,0 +streuwa01,1954,1,DET,AL,1,0,0,0,0,0,0,0,0,0,1,0,,0,0,0,0 +stricge01,1954,1,CLE,AL,112,361,42,77,12,3,6,37,2,1,55,62,,1,10,6,10 +stuarma01,1954,1,BAL,AL,22,3,0,0,0,0,0,0,0,0,0,3,,0,0,0,0 +stuarma01,1954,2,NYA,AL,10,6,0,2,0,0,0,0,0,0,0,1,,0,0,0,0 +suderpe01,1954,1,PHA,AL,69,205,8,41,11,1,0,16,0,0,7,16,,0,2,1,6 +sullifr01,1954,1,BOS,AL,36,68,6,7,3,0,0,1,0,0,6,21,,0,3,1,2 +surkoma01,1954,1,PIT,NL,33,60,3,10,1,0,0,5,0,0,6,19,,0,9,1,2 +talbobo01,1954,1,CHN,NL,114,403,45,97,15,4,1,19,3,6,16,25,,3,5,1,6 +tappeel01,1954,1,CHN,NL,46,119,5,22,3,0,0,4,0,0,10,9,,0,2,1,2 +taylobi03,1954,1,NY1,NL,55,65,4,12,1,0,2,10,0,0,3,15,,2,1,1,0 +taylojo01,1954,1,PHA,AL,18,58,5,13,1,1,1,8,0,1,2,9,,0,0,0,2 +templjo01,1954,1,CIN,NL,146,505,60,155,14,8,0,44,21,7,62,24,,2,6,1,7 +terwiwa01,1954,1,WS1,AL,106,337,42,70,10,1,3,24,3,3,32,40,,3,9,1,7 +thiesja01,1954,1,PIT,NL,33,33,2,1,0,0,0,2,0,0,5,11,,0,2,0,0 +thomafr03,1954,1,PIT,NL,153,577,81,172,32,7,23,94,3,2,51,74,,10,4,11,10 +thompdo01,1954,1,BRO,NL,34,25,2,1,0,0,0,1,0,0,5,5,,1,0,0,0 +thompha02,1954,1,NY1,NL,136,448,76,118,18,1,26,86,3,0,90,58,,5,9,5,7 +thompti01,1954,1,BRO,NL,10,13,2,2,1,0,0,1,0,0,1,1,,0,0,0,0 +thomsbo01,1954,1,ML1,NL,43,99,7,23,3,0,2,15,0,0,12,29,,0,2,0,3 +tiptojo01,1954,1,WS1,AL,54,157,9,35,6,1,1,10,0,1,30,30,,2,2,1,3 +tomandi01,1954,1,CLE,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +torgeea01,1954,1,PHI,NL,135,490,63,133,22,6,5,54,7,1,75,52,,0,11,6,13 +tremebi01,1954,1,CHN,NL,33,8,0,2,0,0,0,2,0,0,1,2,,0,0,0,1 +triangu01,1954,1,NYA,AL,2,1,0,0,0,0,0,0,0,0,0,1,,0,0,0,0 +tricebo01,1954,1,PHA,AL,20,42,6,12,3,0,1,5,0,0,3,10,,1,0,0,0 +truckvi01,1954,1,CHA,AL,40,93,5,17,2,0,0,8,0,0,1,21,,0,9,2,3 +turlebo01,1954,1,BAL,AL,35,81,8,11,2,0,0,5,1,0,2,23,,0,6,0,0 +tuttlbi01,1954,1,DET,AL,147,530,64,141,20,11,7,58,5,8,62,60,,2,5,3,15 +umphlto01,1954,1,WS1,AL,114,342,21,75,8,3,1,33,1,2,17,42,,0,2,2,13 +uptonbi01,1954,1,PHA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +valenco01,1954,1,CIN,NL,36,65,6,9,3,0,0,3,0,0,1,25,,0,5,0,0 +valenvi01,1954,1,CHA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +valoel01,1954,1,PHA,AL,95,224,28,48,11,6,1,33,2,1,51,18,,0,3,3,2 +vanbroz01,1954,1,PHA,AL,9,5,1,1,0,0,0,0,0,0,2,2,,0,0,0,0 +vernomi01,1954,1,WS1,AL,151,597,90,173,33,14,20,97,1,4,61,61,,5,4,6,10 +vollmcl01,1954,1,WS1,AL,62,117,8,30,4,0,2,15,0,0,12,28,,1,0,0,3 +wadebe01,1954,1,BRO,NL,23,5,0,0,0,0,0,1,0,0,0,1,,0,1,1,0 +wadebe01,1954,2,SLN,NL,13,3,0,0,0,0,0,0,0,0,0,2,,0,0,0,0 +waitked01,1954,1,BAL,AL,95,311,35,88,17,4,2,33,0,1,28,25,,1,6,3,8 +walkeru01,1954,1,BRO,NL,50,155,12,28,7,0,5,23,0,0,24,17,,1,1,2,5 +wardpr01,1954,1,PIT,NL,117,360,37,97,16,2,7,48,0,0,39,61,,0,3,4,5 +wehmehe01,1954,1,CIN,NL,13,9,0,0,0,0,0,0,0,0,0,3,,0,1,0,0 +wehmehe01,1954,2,PHI,NL,25,50,2,6,0,1,0,2,0,0,2,21,,0,5,0,1 +weikdi01,1954,1,DET,AL,9,1,0,0,0,0,0,0,0,0,0,0,,0,0,0,0 +werlebi01,1954,1,BOS,AL,14,4,0,0,0,0,0,0,0,0,1,1,,0,0,0,0 +wertzvi01,1954,1,BAL,AL,29,94,5,19,1,0,1,13,0,0,11,17,,0,0,1,1 +wertzvi01,1954,2,CLE,AL,94,295,33,81,14,2,14,48,0,2,34,40,,0,1,5,4 +westlwa01,1954,1,CLE,AL,85,240,36,63,9,2,11,42,0,1,26,37,,2,4,2,8 +westrwe01,1954,1,NY1,NL,98,246,25,46,3,1,8,27,0,1,45,60,,3,1,4,2 +wheatle01,1954,1,PHA,AL,8,8,0,1,0,0,0,0,0,0,0,5,,0,0,0,1 +whitech02,1954,1,ML1,NL,50,93,14,22,4,0,1,8,0,0,9,8,,0,0,0,5 +whiteha01,1954,1,SLN,NL,4,1,0,0,0,0,0,0,0,0,0,1,,0,0,0,0 +whitesa02,1954,1,BOS,AL,137,493,46,139,25,2,14,75,1,3,21,50,,0,8,8,15 +wieslbo01,1954,1,NYA,AL,6,11,1,3,1,0,0,0,0,0,0,2,,0,1,0,0 +wilbede01,1954,1,BOS,AL,24,61,2,8,2,1,1,7,0,0,4,6,,0,1,2,1 +wilheho01,1954,1,NY1,NL,57,21,0,1,0,0,0,1,0,0,0,8,,0,1,0,0 +willida03,1954,1,NY1,NL,142,544,65,121,18,3,9,46,1,1,43,33,,5,5,4,15 +willidi02,1954,1,BRO,NL,16,34,5,5,0,0,1,2,0,0,2,7,,0,0,1,1 +williji02,1954,1,CHN,NL,14,5,0,0,0,0,0,0,0,0,0,3,,0,0,0,0 +willite01,1954,1,BOS,AL,117,386,93,133,23,1,29,89,0,0,136,32,,1,0,3,10 +wilsobi02,1954,1,CHA,AL,20,35,4,6,1,0,2,5,0,1,7,5,,0,1,0,3 +wilsobi02,1954,2,PHA,AL,94,323,43,77,10,1,15,33,1,2,39,59,,8,0,1,4 +wilsoji02,1954,1,ML1,NL,27,44,5,7,3,0,0,1,0,0,2,8,,0,2,0,1 +wilsore01,1954,1,CHA,AL,8,20,2,4,0,0,1,1,0,0,1,2,,0,0,0,0 +wilsore01,1954,2,DET,AL,54,170,22,48,11,1,2,22,3,1,27,12,,0,6,1,8 +wojeype01,1954,1,BRO,NL,14,3,0,0,0,0,0,0,0,0,0,1,,1,1,0,0 +woodlge01,1954,1,NYA,AL,97,304,33,76,12,5,3,40,3,4,53,35,,0,0,3,3 +worthal01,1954,1,NY1,NL,10,4,0,0,0,0,0,0,0,0,0,2,,0,0,0,0 +wrighme01,1954,1,SLN,NL,9,1,0,0,0,0,0,0,0,0,0,0,,0,0,0,0 +wrighto01,1954,1,WS1,AL,76,171,13,42,4,4,1,17,0,0,18,38,,2,0,1,2 +wynnea01,1954,1,CLE,AL,40,93,10,17,3,0,0,4,0,0,7,13,,0,5,0,2 +wyrosjo01,1954,1,PHI,NL,92,259,28,62,12,4,3,28,0,0,29,39,,1,3,4,7 +yochile01,1954,1,PIT,NL,10,2,0,1,0,0,0,0,0,0,0,1,,0,0,0,0 +yosted01,1954,1,WS1,AL,155,539,101,138,26,4,11,47,7,3,131,71,,5,11,1,5 +youngbo01,1954,1,BAL,AL,130,432,43,106,13,6,4,24,4,4,54,42,,1,9,3,8 +yvarssa01,1954,1,SLN,NL,38,57,8,14,4,0,2,8,1,0,6,5,,1,1,0,1 +zernigu01,1954,1,PHA,AL,97,336,42,84,8,2,14,62,0,0,30,60,,4,0,3,8 +zickbo01,1954,1,CHN,NL,10,4,2,1,0,0,0,0,0,0,0,1,,0,0,0,0 +zimmedo01,1954,1,BRO,NL,24,33,3,6,0,1,0,0,2,0,3,8,,1,0,0,1 +zuverge01,1954,1,CIN,NL,2,2,1,1,0,0,0,0,0,0,0,1,,0,0,0,0 +zuverge01,1954,2,DET,AL,35,64,1,8,1,0,0,3,0,1,1,14,,0,9,0,2 +aaronha01,1955,1,ML1,NL,153,602,105,189,37,9,27,106,3,1,49,61,5,3,7,4,20 +aberal01,1955,1,DET,AL,39,17,0,1,0,0,0,0,0,0,0,9,0,0,2,0,1 +abernte02,1955,1,WS1,AL,40,26,1,4,0,0,0,0,0,0,0,6,0,0,4,0,1 +abramca01,1955,1,BAL,AL,118,309,56,75,12,3,6,32,2,8,89,69,2,3,3,3,6 +adamsbo03,1955,1,CIN,NL,64,150,23,41,11,2,2,20,2,0,20,21,1,3,2,1,3 +adamsbo03,1955,2,CHA,AL,28,21,8,2,0,1,0,3,0,0,4,4,0,0,0,0,0 +adcocjo01,1955,1,ML1,NL,84,288,40,76,14,0,15,45,0,2,31,44,3,2,2,1,13 +agganha01,1955,1,BOS,AL,25,83,11,26,10,1,0,10,2,0,10,10,0,0,0,1,3 +aguirha01,1955,1,CLE,AL,4,4,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +alexabo01,1955,1,BAL,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +alstoto01,1955,1,SLN,NL,13,8,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +altobjo01,1955,1,CLE,AL,42,75,8,15,3,0,2,5,0,1,5,14,0,1,3,0,0 +amalfjo01,1955,1,NY1,NL,36,22,8,5,1,1,0,1,0,0,2,2,0,0,0,0,0 +amorosa01,1955,1,BRO,NL,119,388,59,96,16,7,10,51,10,5,55,45,5,6,2,4,8 +amorvi01,1955,1,CHN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +andrejo01,1955,1,CHN,NL,22,9,0,1,0,0,0,0,0,0,0,4,0,0,0,0,0 +antonjo02,1955,1,NY1,NL,38,82,8,17,1,0,4,15,0,0,3,18,0,0,3,2,1 +arroylu01,1955,1,SLN,NL,35,56,2,13,0,0,1,6,0,0,0,13,0,0,4,1,2 +ashburi01,1955,1,PHI,NL,140,533,91,180,32,9,3,42,12,10,105,36,5,3,2,1,3 +astrojo01,1955,1,KC1,AL,101,274,29,69,4,1,5,23,2,3,47,33,6,6,10,1,11 +atwelto01,1955,1,PIT,NL,71,207,21,44,8,0,1,18,0,1,40,16,9,1,1,4,4 +avilabo01,1955,1,CLE,AL,141,537,83,146,22,4,13,61,1,4,82,47,1,2,18,4,17 +baczefr01,1955,1,CIN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +baileed01,1955,1,CIN,NL,21,39,3,8,1,1,1,4,0,0,4,10,0,3,0,0,2 +bakerfl01,1955,1,PHI,NL,5,8,0,0,0,0,0,0,0,0,0,1,0,0,0,0,2 +bakerge02,1955,1,CHN,NL,154,609,82,163,29,7,11,52,9,7,49,57,1,2,18,3,14 +bankser01,1955,1,CHN,NL,154,596,98,176,29,9,44,117,9,3,45,72,6,2,0,3,16 +batteea01,1955,1,CHA,AL,5,7,1,2,0,0,0,0,0,0,1,1,0,1,0,0,1 +battsma01,1955,1,CIN,NL,26,71,4,18,4,1,0,13,0,0,4,11,0,0,1,2,3 +bauerha01,1955,1,NYA,AL,139,492,97,137,20,5,20,53,8,4,56,65,1,8,4,3,4 +baumafr01,1955,1,BOS,AL,7,13,1,3,0,0,0,1,0,0,0,3,0,0,0,0,0 +baumhfr01,1955,1,CHN,NL,105,280,23,81,12,5,1,27,0,1,16,24,2,1,7,5,9 +becquju01,1955,1,WS1,AL,10,14,1,3,0,0,0,1,0,0,0,1,0,0,0,0,0 +belarwa01,1955,1,DET,AL,3,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +bellbi01,1955,1,PIT,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bellgu01,1955,1,CIN,NL,154,610,88,188,30,6,27,104,4,4,54,57,2,0,2,6,6 +berbelo01,1955,1,NYA,AL,2,5,1,2,0,0,0,2,0,0,1,0,0,0,0,0,0 +berrayo01,1955,1,NYA,AL,147,541,84,147,20,3,27,108,1,0,60,20,6,7,2,5,13 +bertore01,1955,1,DET,AL,38,68,13,14,2,1,1,10,0,0,5,11,1,0,1,2,1 +bessedo01,1955,1,BRO,NL,24,20,1,2,0,0,0,2,0,0,0,8,0,0,3,0,1 +bevanha01,1955,1,KC1,AL,3,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +birreba01,1955,1,DET,AL,36,19,3,3,1,0,2,6,0,0,2,4,0,0,0,0,1 +bishoch01,1955,1,KC1,AL,4,2,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +blackbu01,1955,1,DET,AL,3,4,1,1,0,0,0,0,0,0,0,1,0,0,1,0,0 +blackew01,1955,1,KC1,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +blackjo02,1955,1,BRO,NL,6,3,0,1,0,0,0,1,0,0,0,1,0,0,0,0,0 +blackjo02,1955,2,CIN,NL,32,30,3,3,0,0,0,2,0,0,1,10,0,0,3,0,0 +blancjo01,1955,1,NYA,AL,1,3,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +blasido01,1955,1,SLN,NL,5,16,4,6,1,0,0,0,1,1,6,0,1,0,1,0,0 +blaylma01,1955,1,PHI,NL,113,259,30,54,7,7,3,24,6,1,31,43,2,1,3,3,4 +bolgeji01,1955,1,CHN,NL,64,160,19,33,5,4,0,7,2,2,9,17,1,2,2,0,3 +bollimi01,1955,1,BOS,AL,6,5,0,1,0,0,0,0,0,0,0,1,0,0,2,0,0 +bollwdo01,1955,1,KC1,AL,12,9,1,1,0,0,0,2,0,0,3,2,2,0,0,0,0 +boonera01,1955,1,DET,AL,135,500,61,142,22,7,20,116,1,1,50,49,2,1,2,7,16 +borkobo01,1955,1,CIN,NL,25,18,1,3,1,0,0,1,0,0,1,2,0,0,1,0,1 +borkobo01,1955,2,BRO,NL,9,19,2,2,0,0,0,0,0,0,1,6,0,0,0,0,0 +bowmabo02,1955,1,PHI,NL,3,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bowmaro01,1955,1,PIT,NL,7,2,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0 +boyercl01,1955,1,KC1,AL,30,29,2,2,0,0,0,0,0,0,2,11,0,0,1,0,0 +boyercl02,1955,1,KC1,AL,47,79,3,19,1,0,0,6,0,0,3,17,0,0,0,0,3 +boyerke01,1955,1,SLN,NL,147,530,78,140,27,2,18,62,22,17,37,67,5,1,1,5,6 +breweto01,1955,1,BOS,AL,33,73,9,11,1,0,0,3,0,0,3,16,0,1,3,0,0 +brideji01,1955,1,CHA,AL,34,58,6,12,3,2,0,4,0,0,3,7,0,0,2,0,3 +bridgro01,1955,1,CIN,NL,95,168,20,48,4,0,1,18,1,1,15,19,2,0,5,2,4 +brododi01,1955,1,BOS,AL,16,10,3,5,1,0,1,2,0,0,0,2,0,0,0,0,0 +brovijo01,1955,1,CIN,NL,21,18,0,2,0,0,0,4,0,0,1,6,0,0,0,1,0 +brownha01,1955,1,BOS,AL,2,1,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0 +brownha01,1955,2,BAL,AL,25,16,5,0,0,0,0,0,0,0,2,5,0,0,0,0,0 +brutobi01,1955,1,ML1,NL,149,636,106,175,30,12,9,47,25,11,43,72,6,4,2,0,2 +buhlbo01,1955,1,ML1,NL,38,57,2,6,0,0,0,0,0,0,3,24,0,0,7,0,2 +bunniji01,1955,1,DET,AL,15,15,0,3,0,0,0,0,0,0,0,5,0,0,2,0,0 +burbrne01,1955,1,SLN,NL,58,170,11,47,8,1,0,15,1,1,14,13,1,1,1,1,5 +burdele01,1955,1,ML1,NL,45,86,10,20,5,0,0,7,0,0,3,20,0,0,3,0,0 +burgesm01,1955,1,PHI,NL,7,21,4,4,2,0,1,1,0,0,3,1,1,0,0,0,3 +burgesm01,1955,2,CIN,NL,116,421,67,129,15,3,20,77,1,1,47,35,4,1,2,6,11 +burnspe01,1955,1,NY1,NL,2,5,1,1,0,0,0,0,0,0,1,1,0,0,0,0,0 +burtsmo01,1955,1,KC1,AL,7,3,1,1,0,0,0,1,0,0,0,1,0,0,0,0,0 +busbyji01,1955,1,WS1,AL,47,191,23,44,6,2,6,14,5,0,13,22,1,0,4,0,4 +busbyji01,1955,2,CHA,AL,99,337,38,82,13,4,1,27,7,3,25,37,0,0,6,2,6 +byrdha01,1955,1,BAL,AL,14,19,0,3,0,0,0,1,1,0,1,6,0,0,3,0,1 +byrdha01,1955,2,CHA,AL,25,30,2,2,0,0,0,0,0,0,0,7,0,0,3,0,0 +byrneto01,1955,1,NYA,AL,45,78,6,16,1,1,1,6,0,0,8,15,0,0,1,2,3 +camparo01,1955,1,BRO,NL,123,446,81,142,20,1,32,107,2,3,56,41,9,6,5,9,14 +careyan01,1955,1,NYA,AL,135,510,73,131,19,11,7,47,3,3,44,51,6,1,8,7,11 +carrach01,1955,1,CHA,AL,145,523,83,134,11,2,11,52,1,1,61,59,0,4,4,6,10 +carroto01,1955,1,NYA,AL,14,6,3,2,0,0,0,0,0,0,0,2,0,0,0,0,0 +castlfo01,1955,1,NY1,NL,15,28,3,6,1,0,2,4,0,0,2,4,0,0,1,0,0 +causewa01,1955,1,BAL,AL,68,175,14,34,2,1,1,9,0,1,17,25,1,1,3,0,1 +cavarph01,1955,1,CHA,AL,6,4,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +ceccaar01,1955,1,KC1,AL,31,38,1,3,0,0,0,0,0,0,1,17,0,0,3,0,1 +cervbo01,1955,1,NYA,AL,55,85,17,29,4,2,3,22,4,0,7,16,0,3,1,0,1 +chakabo01,1955,1,CHA,AL,7,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chakabo01,1955,2,WS1,AL,29,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chitiha01,1955,1,CHN,NL,113,338,24,78,6,1,11,41,0,0,25,68,8,1,3,5,8 +churcbu01,1955,1,CHN,NL,3,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clarkme01,1955,1,PHI,NL,10,32,3,5,3,0,0,1,0,0,3,4,0,0,0,0,2 +clarkwe01,1955,1,WS1,AL,7,6,0,1,0,0,0,3,0,0,0,1,0,0,0,0,0 +clemero01,1955,1,PIT,NL,124,474,48,121,23,11,5,47,2,5,18,60,3,2,4,3,14 +coangi01,1955,1,BAL,AL,61,130,18,31,7,1,1,11,4,2,13,15,0,1,2,0,2 +coangi01,1955,2,CHA,AL,17,17,0,3,0,0,0,1,0,0,0,5,0,0,0,0,0 +coangi01,1955,3,NY1,NL,9,13,0,2,0,0,0,0,0,0,0,1,0,0,0,0,0 +cohenhy01,1955,1,CHN,NL,7,3,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +colavro01,1955,1,CLE,AL,5,9,3,4,2,0,0,0,0,0,0,2,0,0,0,0,0 +coleda01,1955,1,PHI,NL,7,5,0,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +coledi01,1955,1,PIT,NL,77,239,16,54,8,3,0,21,0,0,18,22,1,2,0,1,5 +colemje01,1955,1,NYA,AL,43,96,12,22,5,0,0,8,0,2,11,11,0,2,3,0,3 +colemjo04,1955,1,BAL,AL,6,3,0,2,1,0,0,1,0,0,0,0,0,0,0,0,0 +colemjo04,1955,2,DET,AL,17,4,2,3,0,0,0,0,0,0,0,0,0,0,1,0,0 +colemri01,1955,1,NYA,AL,10,10,2,2,0,0,0,0,0,0,2,7,0,0,1,0,0 +collijo01,1955,1,NYA,AL,105,278,40,65,9,1,13,45,0,2,44,32,2,2,3,3,7 +colluja01,1955,1,CIN,NL,32,40,8,10,2,0,0,5,0,0,5,3,0,1,5,0,1 +commaji01,1955,1,PHI,NL,5,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +conlege01,1955,1,ML1,NL,22,54,2,11,1,0,0,4,0,0,0,12,0,0,8,0,2 +consobi01,1955,1,BOS,AL,8,18,4,4,0,0,0,0,0,0,5,4,0,0,0,0,1 +consusa01,1955,1,CHA,AL,44,29,1,3,0,0,0,1,0,0,1,8,0,0,3,0,0 +coopewa01,1955,1,CHN,NL,54,111,11,31,8,1,7,15,0,0,6,19,1,1,1,0,3 +corwial01,1955,1,NY1,NL,13,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +courtcl01,1955,1,CHA,AL,19,37,7,14,3,0,1,10,0,0,7,0,2,0,0,1,2 +courtcl01,1955,2,WS1,AL,75,238,26,71,8,4,2,30,0,0,19,9,4,1,3,3,4 +coxbi02,1955,1,BAL,AL,53,194,25,41,7,2,3,14,1,2,17,16,0,0,2,0,5 +coxgl01,1955,1,KC1,AL,2,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +craddwa01,1955,1,KC1,AL,4,5,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +craigro01,1955,1,BRO,NL,21,26,2,2,0,0,0,0,0,0,1,10,0,0,1,0,0 +crandde01,1955,1,ML1,NL,133,440,61,104,15,2,26,62,2,1,40,56,11,2,6,6,12 +cristle01,1955,1,DET,AL,20,7,0,0,0,0,0,0,0,0,0,5,0,0,0,0,0 +cronera01,1955,1,ML1,NL,33,44,4,7,0,0,0,1,0,0,3,9,0,0,3,0,2 +crowege01,1955,1,ML1,NL,104,303,41,85,12,4,15,55,1,0,45,44,8,1,4,1,2 +curribi01,1955,1,WS1,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dagrean01,1955,1,BAL,AL,8,15,5,4,0,0,0,3,0,0,1,2,0,0,1,2,0 +daleybu01,1955,1,CLE,AL,2,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +daleype01,1955,1,BOS,AL,17,50,4,11,2,1,0,5,0,0,3,6,0,0,0,0,0 +darkal01,1955,1,NY1,NL,115,475,77,134,20,3,9,45,2,1,22,32,2,5,4,2,5 +davisji01,1955,1,CHN,NL,42,37,1,1,0,0,0,1,0,0,3,21,0,0,3,0,1 +delisju01,1955,1,WS1,AL,54,132,12,25,3,1,0,11,1,2,3,15,0,2,2,0,2 +delocik01,1955,1,BOS,AL,29,49,5,7,1,0,0,1,0,0,5,15,0,0,2,0,0 +delsiji01,1955,1,DET,AL,114,356,49,85,15,2,10,60,2,0,48,40,2,1,0,4,6 +demaejo01,1955,1,KC1,AL,123,457,42,114,14,1,6,37,3,5,20,47,1,3,4,2,12 +dentesa01,1955,1,CLE,AL,73,105,10,27,4,0,0,10,0,0,12,8,1,0,3,1,2 +dicksmu01,1955,1,PHI,NL,36,82,6,18,2,0,1,3,0,0,0,9,0,0,3,0,3 +dierich01,1955,1,BAL,AL,137,371,38,95,16,2,3,31,5,8,57,45,1,0,4,0,8 +ditmaar01,1955,1,KC1,AL,35,62,3,13,0,0,0,6,0,0,1,9,0,0,4,0,2 +dittmja01,1955,1,ML1,NL,38,72,4,9,1,1,1,4,0,0,4,15,1,0,1,0,1 +dixonso01,1955,1,KC1,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dobyla01,1955,1,CLE,AL,131,491,91,143,17,5,26,75,2,0,61,100,8,2,2,4,6 +donosli01,1955,1,PIT,NL,25,27,2,5,0,0,0,1,0,0,0,8,0,0,3,0,2 +donovdi01,1955,1,CHA,AL,40,76,10,17,0,0,1,5,0,0,9,26,0,3,1,0,3 +dorisha01,1955,1,CHA,AL,13,3,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +dorisha01,1955,2,BAL,AL,35,10,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +dropowa01,1955,1,CHA,AL,141,453,55,127,15,2,19,79,0,1,42,71,8,2,3,2,15 +dyckji01,1955,1,BAL,AL,61,197,32,55,13,1,2,22,1,0,28,21,1,1,2,0,7 +eastojo01,1955,1,PHI,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +edelmjo01,1955,1,ML1,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +edwarbr01,1955,1,WS1,AL,30,57,5,10,2,0,0,3,0,1,16,6,0,0,0,0,3 +ellioha02,1955,1,SLN,NL,68,117,9,30,4,0,1,12,0,2,11,9,3,1,0,2,8 +ennisde01,1955,1,PHI,NL,146,564,82,167,24,7,29,120,4,2,46,46,8,2,2,9,14 +erskica01,1955,1,BRO,NL,42,74,12,15,3,0,1,11,0,0,0,12,0,0,0,2,1 +espossa01,1955,1,CHA,AL,3,4,3,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +eversho01,1955,1,BAL,AL,60,185,21,44,10,1,6,30,2,1,19,28,0,0,5,1,10 +eversho01,1955,2,CLE,AL,39,66,10,19,7,1,2,9,0,1,3,12,0,0,0,1,1 +facero01,1955,1,PIT,NL,43,26,1,3,1,0,0,1,0,0,1,4,0,0,3,0,0 +fainfe01,1955,1,DET,AL,58,140,23,37,8,0,2,23,2,1,52,12,2,0,2,2,5 +fainfe01,1955,2,CLE,AL,56,118,9,30,3,0,0,8,3,0,42,13,1,1,0,1,5 +fanniji01,1955,1,CHN,NL,5,10,0,0,0,0,0,0,0,0,1,2,0,0,0,0,1 +fellebo01,1955,1,CLE,AL,25,21,0,1,0,0,0,0,0,0,1,12,0,0,3,0,0 +ferrado01,1955,1,BAL,AL,6,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +finigji01,1955,1,KC1,AL,150,545,72,139,30,7,9,68,1,3,61,49,6,3,5,1,18 +fishema01,1955,1,CIN,NL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +fitzged01,1955,1,WS1,AL,74,236,28,56,3,1,4,19,0,1,25,23,0,3,5,1,8 +fletcva01,1955,1,DET,AL,9,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +flowebe01,1955,1,DET,AL,4,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +flowebe01,1955,2,SLN,NL,4,10,0,1,0,0,0,0,0,0,0,4,0,0,0,0,1 +foileha01,1955,1,CLE,AL,62,111,13,29,9,0,1,7,0,0,17,18,3,0,2,2,4 +fondyde01,1955,1,CHN,NL,150,574,69,152,23,8,17,65,8,9,35,87,6,2,3,4,9 +fordwh01,1955,1,NYA,AL,39,86,9,14,0,0,1,7,0,0,11,16,0,0,3,0,1 +fornimi01,1955,1,CHA,AL,28,29,6,3,1,0,0,1,0,0,0,5,0,0,2,0,0 +fowlear01,1955,1,CIN,NL,46,60,6,12,0,0,0,7,0,0,5,13,0,0,7,2,1 +foxne01,1955,1,CHA,AL,154,636,100,198,28,7,6,59,7,9,38,15,1,17,14,4,8 +foytapa01,1955,1,DET,AL,22,11,0,1,0,0,0,1,0,0,0,2,0,0,0,0,2 +frazijo01,1955,1,SLN,NL,58,70,12,14,1,0,4,9,0,0,6,12,0,1,1,1,3 +freemhe01,1955,1,BOS,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +freemhe01,1955,2,CIN,NL,53,18,3,3,1,0,1,3,0,0,1,3,0,0,0,0,1 +freesge01,1955,1,PIT,NL,51,179,17,46,8,2,3,22,1,1,17,18,2,2,3,1,7 +freesge02,1955,1,PIT,NL,134,455,69,115,21,8,14,44,5,1,34,57,4,4,16,1,10 +fricama01,1955,1,KC1,AL,10,3,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0 +frienbo01,1955,1,PIT,NL,44,61,3,10,1,0,0,4,0,0,3,15,0,0,6,0,0 +frienow01,1955,1,BOS,AL,14,42,3,11,3,0,0,2,0,0,4,11,0,0,0,0,2 +frienow01,1955,2,CHN,NL,6,10,0,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +froatbi01,1955,1,DET,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +furilca01,1955,1,BRO,NL,140,523,83,164,24,3,26,95,4,5,43,43,5,7,1,4,15 +garcimi01,1955,1,CLE,AL,38,69,4,15,4,0,0,7,0,1,4,14,0,0,3,2,2 +gardnbi02,1955,1,NY1,NL,59,187,26,38,10,1,3,17,0,0,13,19,0,2,4,1,2 +garvene01,1955,1,DET,AL,33,76,11,17,1,0,1,13,1,0,9,5,0,0,3,3,5 +gastato01,1955,1,BAL,AL,20,27,4,4,1,0,0,0,0,0,3,5,0,0,0,0,1 +georgal01,1955,1,KC1,AL,5,10,0,1,0,0,0,0,0,0,1,7,0,0,0,0,0 +gernedi01,1955,1,BOS,AL,7,20,6,4,2,0,0,1,0,0,1,5,0,0,0,0,1 +getteal01,1955,1,SLN,NL,8,6,1,3,1,0,0,2,0,0,0,1,0,0,0,0,0 +gielpa01,1955,1,NY1,NL,34,19,2,1,1,0,0,0,0,0,0,6,0,0,1,0,0 +gilliji01,1955,1,BRO,NL,147,538,110,134,20,8,7,40,15,15,70,37,4,6,11,2,8 +gomezru01,1955,1,NY1,NL,42,60,9,18,2,1,0,2,0,0,1,5,0,0,4,0,0 +gonzavi01,1955,1,WS1,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +goodmbi01,1955,1,BOS,AL,149,599,100,176,31,2,0,52,5,5,99,44,1,3,10,4,13 +gorbogl01,1955,1,CIN,NL,8,18,2,6,3,0,0,4,0,0,3,1,0,0,0,0,0 +gorbogl01,1955,2,PHI,NL,91,224,25,53,9,1,4,23,0,3,21,17,3,0,2,1,6 +gordosi01,1955,1,PIT,NL,16,47,2,8,1,0,0,1,0,0,2,6,0,0,0,0,3 +gordosi01,1955,2,NY1,NL,66,144,19,35,6,1,7,25,0,0,25,15,2,0,3,3,0 +gorinch01,1955,1,ML1,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gormato02,1955,1,KC1,AL,57,24,1,2,1,0,0,0,0,0,1,14,0,0,1,0,1 +grammal01,1955,1,SLN,NL,128,366,32,88,19,2,3,25,4,1,33,36,9,3,5,1,9 +grassmi01,1955,1,NY1,NL,8,2,0,0,0,0,0,0,0,0,3,0,0,0,0,0,1 +grayjo01,1955,1,KC1,AL,8,8,0,1,0,0,0,0,0,0,0,5,0,0,0,0,0 +grayte01,1955,1,CHA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grayte01,1955,2,CLE,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grayte01,1955,3,NYA,AL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +grayte01,1955,4,BAL,AL,9,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +greenbo01,1955,1,PHI,NL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +greenji02,1955,1,CIN,NL,13,39,1,4,2,0,0,1,0,0,9,9,0,0,0,0,1 +greenji02,1955,2,PHI,NL,94,323,43,88,20,2,12,37,0,2,33,43,2,1,1,3,10 +grimbo01,1955,1,NYA,AL,26,25,2,3,0,0,0,1,0,0,1,9,0,1,4,0,0 +grissma01,1955,1,NY1,NL,55,13,0,2,0,0,0,0,0,0,0,6,0,0,1,0,1 +groatdi01,1955,1,PIT,NL,151,521,45,139,28,2,4,51,0,2,38,26,11,1,11,1,20 +gromest01,1955,1,DET,AL,28,54,10,9,1,0,0,5,0,0,16,12,0,0,4,0,0 +grossdo01,1955,1,CIN,NL,17,19,0,3,0,0,0,1,0,0,1,6,0,0,3,0,0 +grothjo01,1955,1,CHA,AL,32,77,13,26,7,0,2,11,1,0,6,13,1,0,3,2,2 +grothjo01,1955,2,WS1,AL,63,183,22,40,4,5,2,17,2,0,18,18,0,0,2,2,5 +grunwal01,1955,1,PIT,NL,3,4,0,2,0,0,0,0,0,0,0,1,0,0,0,0,0 +hackewa02,1955,1,CHN,NL,35,72,6,18,3,1,0,3,0,0,0,9,0,0,0,0,1 +haddiha01,1955,1,SLN,NL,37,73,10,12,2,2,1,7,0,0,4,15,0,0,1,0,3 +halebo01,1955,1,BAL,AL,67,182,13,65,7,1,0,29,0,2,5,19,0,1,1,1,6 +halldi01,1955,1,PIT,NL,21,40,3,7,1,0,1,3,0,0,6,5,0,0,1,0,3 +hamnegr01,1955,1,PHI,NL,104,405,57,104,12,4,5,43,0,1,41,30,1,1,2,5,10 +hamribe01,1955,1,BRO,NL,2,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +harmoch01,1955,1,CIN,NL,96,198,31,50,6,3,5,28,9,9,26,24,0,3,3,2,2 +harrebi01,1955,1,CLE,AL,13,19,2,8,0,0,0,1,1,0,3,3,0,0,0,0,0 +harribi02,1955,1,KC1,AL,34,17,0,2,0,0,0,0,0,0,2,5,0,0,0,0,0 +harribo02,1955,1,BAL,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +harriga01,1955,1,NY1,NL,79,263,27,61,9,0,12,36,0,0,20,46,3,2,0,2,6 +harshja01,1955,1,CHA,AL,32,60,6,11,1,0,2,8,0,0,9,17,0,0,5,2,2 +hatfifr01,1955,1,DET,AL,122,413,51,96,15,3,8,33,3,2,61,49,6,5,11,2,7 +hattogr01,1955,1,BOS,AL,126,380,48,93,11,4,4,49,0,1,76,28,3,0,4,5,8 +hazlebo01,1955,1,CIN,NL,6,13,0,3,0,0,0,0,0,0,0,3,0,0,0,0,0 +hearnji01,1955,1,NY1,NL,41,77,11,12,0,0,4,6,0,0,4,26,0,1,4,0,1 +heganji01,1955,1,CLE,AL,116,304,30,67,5,2,9,40,0,1,34,33,5,0,7,7,7 +hemusso01,1955,1,SLN,NL,96,206,36,50,10,2,5,21,1,1,27,22,0,2,4,1,2 +henrybi01,1955,1,BOS,AL,17,19,0,2,0,0,0,0,0,0,1,9,0,0,0,0,0 +herbera01,1955,1,KC1,AL,24,21,1,4,1,0,0,2,0,0,1,7,0,0,1,1,1 +hillmda01,1955,1,CHN,NL,26,10,1,1,0,0,0,0,0,0,3,5,0,0,1,0,0 +hoakdo01,1955,1,BRO,NL,94,279,50,67,13,3,5,19,9,5,46,50,0,1,6,0,9 +hodgegi01,1955,1,BRO,NL,150,546,75,158,24,5,27,102,2,1,80,91,3,3,3,10,16 +hoeftbi01,1955,1,DET,AL,36,82,9,17,2,0,0,4,0,0,10,25,0,0,4,0,1 +hofmabo01,1955,1,NY1,NL,96,207,32,55,7,2,10,28,0,2,22,31,2,1,0,2,8 +hoopebo01,1955,1,CIN,NL,8,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +housefr03,1955,1,DET,AL,102,328,37,85,11,1,15,53,0,0,22,25,4,3,2,4,4 +houttar01,1955,1,CLE,AL,35,38,5,6,0,0,0,0,0,0,3,4,0,0,4,0,0 +howarel01,1955,1,NYA,AL,97,279,33,81,8,7,10,43,0,0,20,36,5,1,1,4,4 +howeldi01,1955,1,CHA,AL,35,21,0,8,0,0,0,1,0,0,0,8,0,0,1,0,0 +howeldi02,1955,1,BRO,NL,16,42,2,11,4,0,0,5,0,0,1,7,0,0,1,1,0 +hugheji02,1955,1,BRO,NL,24,10,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +huntebi03,1955,1,NYA,AL,98,255,14,58,7,1,3,20,9,2,15,18,2,0,8,1,7 +hurdto01,1955,1,BOS,AL,43,14,1,1,1,0,0,0,0,0,0,3,0,0,1,0,1 +hydedi01,1955,1,WS1,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +irvinmo01,1955,1,NY1,NL,51,150,16,38,7,1,1,17,3,0,17,15,0,3,1,2,5 +jablora01,1955,1,CIN,NL,74,221,28,53,9,0,9,28,0,1,13,35,1,3,0,2,4 +jacksla01,1955,1,SLN,NL,37,57,1,3,0,0,0,0,0,0,2,17,0,1,1,0,1 +jacksra01,1955,1,CHN,NL,138,499,73,132,13,7,21,70,0,2,58,58,6,1,3,4,11 +jacksro01,1955,1,CHA,AL,40,74,10,15,1,1,2,7,1,0,8,22,2,0,2,1,1 +jacobsp01,1955,1,KC1,AL,13,23,7,6,0,0,0,1,1,2,3,0,0,1,1,0,1 +jacobto01,1955,1,SLN,NL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jayjo01,1955,1,ML1,NL,12,3,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0 +jeffcha01,1955,1,CHN,NL,52,23,3,4,0,0,1,1,0,0,2,9,0,0,2,0,2 +jenseja01,1955,1,BOS,AL,152,574,95,158,27,6,26,116,16,7,89,63,8,3,3,12,20 +johnsco01,1955,1,CHA,AL,19,33,4,5,2,0,0,5,0,0,0,7,0,0,2,1,2 +johnsdo03,1955,1,BAL,AL,31,10,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +johnser02,1955,1,ML1,NL,40,20,1,2,0,0,0,1,0,0,2,4,0,0,1,0,1 +jokst01,1955,1,CHA,AL,6,4,3,1,0,0,1,2,0,0,1,1,0,0,0,1,0 +jollyda01,1955,1,ML1,NL,36,6,0,1,1,0,0,0,0,0,0,2,0,0,0,0,0 +jonesgo01,1955,1,SLN,NL,15,14,2,1,0,0,0,1,0,0,1,3,0,0,3,1,0 +jonessa02,1955,1,CHN,NL,36,77,2,14,1,0,0,5,0,0,3,27,0,0,5,0,4 +joneswi01,1955,1,PHI,NL,146,516,65,133,20,3,16,81,6,2,77,51,5,3,6,9,13 +joosted01,1955,1,BOS,AL,55,119,15,23,2,0,5,17,0,0,17,21,2,1,1,0,2 +kaisedo01,1955,1,CHN,NL,11,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +kalinal01,1955,1,DET,AL,152,588,121,200,24,8,27,102,6,8,82,57,12,5,0,6,13 +kattra01,1955,1,NY1,NL,124,326,27,70,7,2,7,28,0,0,22,38,4,2,4,1,13 +kazante01,1955,1,PHI,NL,9,12,1,1,0,0,1,1,0,0,1,1,0,0,0,0,0 +keegabo01,1955,1,CHA,AL,18,18,0,6,0,0,0,2,0,0,1,3,0,0,2,0,1 +kellefr02,1955,1,BRO,NL,39,80,12,26,4,2,4,19,0,1,9,10,0,0,0,2,1 +kellge01,1955,1,CHA,AL,128,429,44,134,24,1,8,81,2,2,51,36,2,6,13,5,7 +kellnal01,1955,1,KC1,AL,30,56,6,12,2,1,0,5,0,0,4,7,0,0,2,0,3 +kemmeru01,1955,1,BOS,AL,7,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +kennebo01,1955,1,BAL,AL,26,70,10,10,1,0,0,5,0,1,10,10,0,0,0,0,3 +kennebo01,1955,2,CHA,AL,83,214,28,65,10,2,9,43,0,2,16,16,0,0,2,0,7 +keriagu01,1955,1,KC1,AL,5,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +kielyle01,1955,1,BOS,AL,33,26,2,5,1,0,0,0,0,0,1,9,0,0,1,0,0 +killeha01,1955,1,WS1,AL,38,80,12,16,1,0,4,7,0,0,9,31,0,0,0,0,3 +kindeel01,1955,1,BOS,AL,43,12,1,3,0,0,0,3,0,0,1,2,0,0,1,0,1 +kinerra01,1955,1,CLE,AL,113,321,56,78,13,0,18,54,0,0,65,46,1,0,0,4,8 +kingch01,1955,1,DET,AL,7,21,3,5,0,0,0,0,0,0,1,2,0,0,0,0,0 +kingji01,1955,1,CHN,NL,113,301,43,77,12,3,11,45,2,1,24,39,1,2,3,3,3 +kingne01,1955,1,PIT,NL,17,12,0,0,0,0,0,0,0,0,0,5,0,0,2,0,1 +kippeth01,1955,1,PHI,NL,24,3,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +klausbi01,1955,1,BOS,AL,135,541,83,153,26,2,7,60,6,0,60,44,0,0,4,5,4 +klinebo02,1955,1,WS1,AL,77,140,12,31,5,0,0,9,0,0,11,27,0,2,3,0,3 +klinero01,1955,1,PIT,NL,37,38,1,5,0,0,0,0,0,0,1,21,0,0,1,0,0 +klippjo01,1955,1,CIN,NL,39,31,3,2,1,0,0,1,0,0,3,15,0,1,4,0,1 +kluszte01,1955,1,CIN,NL,153,612,116,192,25,0,47,113,1,1,66,40,25,4,0,4,10 +kobacni01,1955,1,PIT,NL,5,7,0,2,0,0,0,0,0,0,0,1,0,0,0,0,0 +konstji01,1955,1,NYA,AL,45,8,0,1,0,0,0,0,0,0,0,0,0,1,3,0,0 +korchst01,1955,1,WS1,AL,13,36,3,10,2,0,0,2,0,0,0,5,0,1,1,0,0 +kosloda01,1955,1,ML1,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +koufasa01,1955,1,BRO,NL,12,12,0,0,0,0,0,0,0,0,0,12,0,0,0,0,0 +kretllo01,1955,1,BAL,AL,15,11,0,1,0,0,0,2,0,0,0,6,0,0,1,0,0 +kryhodi01,1955,1,KC1,AL,28,47,2,10,2,0,0,2,0,1,6,7,0,0,0,0,0 +kucksjo01,1955,1,NYA,AL,29,40,0,2,1,0,0,0,0,0,0,10,0,0,2,0,0 +kuennha01,1955,1,DET,AL,145,620,101,190,38,5,8,62,8,3,40,27,3,1,0,5,7 +kuhnke01,1955,1,CLE,AL,4,6,0,2,0,0,0,0,1,0,1,0,0,0,0,0,0 +kumemi01,1955,1,KC1,AL,6,8,0,1,0,0,0,0,0,0,0,5,0,0,0,0,0 +kuzavbo01,1955,1,BAL,AL,6,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kuzavbo01,1955,2,PHI,NL,17,7,1,1,0,0,0,0,0,0,0,4,0,0,0,0,0 +labincl01,1955,1,BRO,NL,60,31,4,3,0,0,3,5,0,0,3,18,0,0,3,0,0 +landrho01,1955,1,CIN,NL,43,87,9,22,3,0,4,7,0,1,10,14,1,0,1,0,2 +laneje01,1955,1,CIN,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lapalpa01,1955,1,SLN,NL,56,19,1,4,1,0,0,2,0,0,1,1,0,0,0,0,0 +larsedo01,1955,1,NYA,AL,21,41,4,6,1,0,2,7,0,0,4,13,0,0,0,0,1 +laryal01,1955,1,CHN,NL,4,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +laryfr01,1955,1,DET,AL,36,82,4,16,2,0,0,2,0,0,4,29,0,0,5,0,1 +lasorto01,1955,1,BRO,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lawrebr01,1955,1,SLN,NL,46,21,1,2,0,0,0,2,0,0,1,0,0,0,2,0,0 +lawve01,1955,1,PIT,NL,44,63,8,16,3,0,1,8,1,0,4,16,0,0,2,0,0 +lejafr01,1955,1,NYA,AL,7,2,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +lemonbo01,1955,1,CLE,AL,49,78,11,19,0,0,1,9,0,0,13,16,0,0,6,2,1 +lemonji01,1955,1,WS1,AL,10,25,3,5,2,0,1,3,0,0,3,4,0,0,0,0,0 +lepcite01,1955,1,BOS,AL,51,134,19,31,9,0,6,15,1,1,12,36,0,4,1,0,2 +leppedo01,1955,1,BAL,AL,40,70,6,8,0,1,0,2,1,1,9,10,0,0,1,1,3 +levanje01,1955,1,WS1,AL,16,16,1,3,0,0,1,4,0,0,0,2,0,0,0,0,1 +liddldo01,1955,1,NY1,NL,33,27,2,5,0,0,0,2,0,0,6,6,0,1,2,1,2 +littldi01,1955,1,PIT,NL,35,34,1,6,1,0,0,3,0,0,4,15,0,0,1,0,0 +littrja01,1955,1,KC1,AL,37,70,7,14,0,1,0,1,0,0,4,12,0,0,2,0,1 +lockech01,1955,1,BAL,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +locklst01,1955,1,CLE,AL,16,18,4,3,1,0,0,0,0,0,3,4,0,0,0,0,1 +lockmwh01,1955,1,NY1,NL,147,576,76,157,19,0,15,49,3,3,39,34,2,3,6,3,7 +loesbi01,1955,1,BRO,NL,22,44,2,4,0,0,0,0,1,0,3,15,0,0,3,0,1 +loganjo01,1955,1,ML1,NL,154,595,95,177,37,5,13,83,3,3,58,58,1,4,16,7,12 +lollash01,1955,1,CHA,AL,138,426,67,111,13,1,16,61,2,2,68,34,12,10,4,2,10 +longda02,1955,1,PIT,NL,131,419,59,122,19,13,16,79,0,1,48,72,6,1,6,4,14 +lopated01,1955,1,NYA,AL,16,29,0,4,0,0,0,0,0,0,0,3,0,0,0,0,2 +lopated01,1955,2,BAL,AL,10,17,1,3,0,0,0,0,0,0,2,5,0,0,1,0,0 +lopatst01,1955,1,PHI,NL,99,303,49,82,9,3,22,58,4,1,58,62,6,2,0,3,11 +lopezhe01,1955,1,KC1,AL,128,483,50,140,15,2,15,68,1,4,33,58,1,3,4,4,15 +lovenly01,1955,1,PHI,NL,14,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lowrepe01,1955,1,PHI,NL,54,106,9,20,4,0,0,8,2,0,7,10,0,0,0,1,8 +lynchje01,1955,1,PIT,NL,88,282,43,80,18,6,5,28,2,2,22,33,4,0,0,4,7 +maasdu01,1955,1,DET,AL,18,30,2,5,0,1,0,2,0,0,1,12,0,0,2,0,0 +mackeer01,1955,1,KC1,AL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mackijo01,1955,1,SLN,NL,9,4,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +maglisa01,1955,1,NY1,NL,23,40,1,5,0,0,0,0,0,0,3,15,0,0,6,0,1 +maglisa01,1955,2,CLE,AL,10,5,0,0,0,0,0,2,0,0,1,2,0,0,0,2,0 +majesha01,1955,1,CLE,AL,36,48,3,9,2,0,2,6,0,0,8,3,0,2,0,1,2 +majesha01,1955,2,BAL,AL,16,41,2,7,1,0,0,2,0,0,2,4,1,0,0,0,1 +malmbha01,1955,1,DET,AL,67,208,25,45,5,2,0,19,0,1,29,19,2,0,3,2,7 +malzofr01,1955,1,BOS,AL,6,20,2,7,1,0,0,1,0,0,1,3,0,0,0,0,0 +mantlmi01,1955,1,NYA,AL,147,517,121,158,25,11,37,99,8,1,113,97,6,3,2,3,4 +marlodi01,1955,1,DET,AL,4,4,1,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +marquro01,1955,1,BAL,AL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +marshfr01,1955,1,BAL,AL,89,303,30,66,7,1,2,19,1,2,35,33,1,1,4,1,8 +marshwi01,1955,1,CHA,AL,22,41,6,7,0,0,0,6,0,0,13,1,1,0,0,1,0 +martibi02,1955,1,NYA,AL,20,70,8,21,2,0,1,9,1,2,7,9,1,0,1,2,2 +martimo01,1955,1,CHA,AL,37,10,1,3,0,0,0,0,0,0,0,1,0,0,0,0,0 +martipa02,1955,1,PIT,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +matheed01,1955,1,ML1,NL,141,499,108,144,23,5,41,101,3,4,109,98,20,1,1,6,5 +maxwech01,1955,1,BAL,AL,4,4,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +maxwech01,1955,2,DET,AL,55,109,19,29,7,1,7,18,0,0,8,20,0,2,2,1,2 +mayswi01,1955,1,NY1,NL,152,580,123,185,18,13,51,127,24,4,79,60,13,4,0,7,12 +mccalwi01,1955,1,NY1,NL,42,17,1,2,0,0,0,0,0,0,1,6,0,1,3,0,0 +mcculcl01,1955,1,CHN,NL,44,81,7,16,0,0,0,10,0,0,8,15,3,1,2,2,1 +mcdanli01,1955,1,SLN,NL,4,5,0,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +mcdermi03,1955,1,WS1,AL,70,95,10,25,4,0,1,10,1,0,6,16,0,1,1,1,1 +mcdonji04,1955,1,BAL,AL,21,11,1,2,0,0,0,0,0,0,3,3,0,0,1,0,0 +mcdougi01,1955,1,NYA,AL,141,533,79,152,10,8,13,53,6,4,65,77,2,2,8,7,6 +mcgheed01,1955,1,CHA,AL,26,13,6,1,0,0,0,0,2,1,6,1,0,0,0,0,2 +mcmilro01,1955,1,CIN,NL,151,470,50,126,21,2,1,37,4,4,66,33,7,7,10,3,11 +mejiaro01,1955,1,PIT,NL,71,167,14,36,8,1,3,21,1,3,9,13,0,0,0,0,3 +melesa01,1955,1,BOS,AL,14,31,1,4,2,0,0,1,1,0,0,7,0,0,0,1,1 +melesa01,1955,2,CIN,NL,35,62,4,13,1,0,2,7,0,1,5,13,0,1,0,0,5 +merrill01,1955,1,CHA,AL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +merrill01,1955,2,CHN,NL,72,145,15,31,6,1,1,8,1,0,21,21,0,0,0,1,0 +meyerja01,1955,1,PHI,NL,50,20,2,2,0,1,0,1,0,0,4,7,0,0,1,0,2 +meyerru01,1955,1,BRO,NL,18,27,1,1,1,0,0,2,0,0,1,10,0,0,2,0,0 +micelmi01,1955,1,PHI,NL,4,4,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +miksied01,1955,1,CHN,NL,131,481,52,113,14,2,9,41,3,6,32,55,3,0,10,1,11 +millebi04,1955,1,BAL,AL,5,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +millebo02,1955,1,PHI,NL,40,18,1,5,1,0,0,1,0,0,0,5,0,0,1,0,0 +millebo03,1955,1,DET,AL,9,9,1,2,0,0,0,2,0,0,0,1,0,0,0,0,0 +minarru01,1955,1,CIN,NL,41,28,2,5,0,0,0,2,0,0,2,6,0,0,0,1,0 +minnepa01,1955,1,CHN,NL,22,56,5,13,2,0,0,1,0,0,5,7,0,0,1,0,0 +minosmi01,1955,1,CHA,AL,139,517,79,149,26,7,10,70,19,8,76,43,3,10,8,4,18 +miranwi01,1955,1,BAL,AL,153,487,42,124,12,6,1,38,4,3,42,58,4,1,3,3,9 +mitchda01,1955,1,CLE,AL,61,58,4,15,2,1,0,10,0,0,4,3,2,0,0,1,2 +moforhe01,1955,1,SLN,NL,14,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +montefe01,1955,1,PIT,NL,36,95,10,20,1,3,2,8,1,0,18,24,2,1,0,0,2 +monzara01,1955,1,NY1,NL,29,24,3,3,0,0,0,0,0,0,3,4,0,0,2,0,0 +moonwa01,1955,1,SLN,NL,152,593,86,175,24,8,19,76,11,11,47,65,4,3,1,1,11 +moorera02,1955,1,BAL,AL,46,44,2,6,0,0,0,4,0,0,0,18,0,1,2,0,1 +morgabo01,1955,1,PHI,NL,136,483,61,112,20,2,10,49,6,4,73,72,0,0,6,3,13 +morgato01,1955,1,NYA,AL,40,18,2,4,1,0,0,0,0,0,0,5,0,0,1,0,0 +morgave01,1955,1,CHN,NL,7,7,1,1,0,0,0,1,0,0,3,4,0,0,0,0,0 +morynwa01,1955,1,BRO,NL,11,19,3,5,1,0,1,3,0,0,5,4,1,0,0,0,0 +mossido01,1955,1,CLE,AL,57,9,0,1,0,0,0,0,0,0,2,4,0,0,0,0,0 +mossle01,1955,1,BAL,AL,29,56,5,19,1,0,2,6,0,1,7,4,1,0,0,0,1 +mossle01,1955,2,CHA,AL,32,59,5,15,2,0,2,7,0,0,6,10,1,1,2,0,0 +mroziro01,1955,1,PHI,NL,22,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,1 +muelldo01,1955,1,NY1,NL,147,605,67,185,21,4,8,83,1,2,19,12,4,3,5,7,13 +musiast01,1955,1,SLN,NL,154,562,97,179,30,5,33,108,5,4,80,39,19,8,2,4,12 +naragha01,1955,1,CLE,AL,57,127,12,41,9,2,1,14,1,0,15,8,0,0,1,0,3 +narlera01,1955,1,CLE,AL,60,24,0,7,0,0,0,5,0,0,0,8,0,0,3,0,0 +negraro01,1955,1,PHI,NL,19,24,0,0,0,0,0,0,0,0,1,5,0,0,2,0,0 +nelsote01,1955,1,BAL,AL,25,31,4,6,0,0,0,1,0,0,7,13,0,0,0,0,0 +newcodo01,1955,1,BRO,NL,57,117,18,42,9,1,7,23,1,0,6,18,0,1,1,0,1 +newhoha01,1955,1,CLE,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +niarhgu01,1955,1,PHI,NL,7,9,1,1,0,0,0,0,0,0,0,2,0,0,0,0,1 +nichoch02,1955,1,ML1,NL,34,52,2,8,1,0,0,1,0,0,0,12,0,0,1,0,0 +niemabo01,1955,1,CHA,AL,99,272,36,77,11,2,11,53,1,0,36,37,1,2,3,4,9 +nixonwi01,1955,1,BOS,AL,31,69,7,18,4,1,0,7,0,0,8,20,0,0,4,0,2 +norenir01,1955,1,NYA,AL,132,371,49,94,19,1,8,59,5,2,43,33,5,3,0,6,6 +northro01,1955,1,CHA,AL,14,14,1,5,2,0,1,4,0,0,3,3,0,0,0,0,1 +nuxhajo01,1955,1,CIN,NL,53,86,10,17,4,0,3,14,0,0,8,24,0,1,4,2,0 +obrieed01,1955,1,PIT,NL,75,236,26,55,3,1,0,8,4,5,18,13,0,1,6,0,2 +obriejo03,1955,1,PIT,NL,84,278,22,83,15,2,1,25,1,1,20,19,1,1,3,2,7 +oconnda02,1955,1,ML1,NL,124,453,47,102,15,4,6,40,2,2,28,43,2,5,2,3,7 +oldisbo01,1955,1,WS1,AL,6,6,1,0,0,0,0,0,0,0,1,0,0,0,1,0,1 +olsonka01,1955,1,BOS,AL,26,48,7,12,1,2,0,1,0,0,1,10,0,0,1,0,3 +oraveer01,1955,1,WS1,AL,100,263,24,71,5,1,0,25,1,2,26,19,0,1,4,2,5 +owensji01,1955,1,PHI,NL,3,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +pafkoan01,1955,1,ML1,NL,86,252,29,67,3,5,5,34,1,2,7,23,1,4,1,3,8 +pagliji01,1955,1,BOS,AL,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0 +paineph01,1955,1,ML1,NL,15,3,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +palicer01,1955,1,BAL,AL,33,55,3,13,1,0,0,3,0,0,4,18,0,0,2,0,0 +palysst01,1955,1,PHI,NL,15,52,8,15,3,0,1,8,1,0,6,5,0,0,0,0,1 +palysst01,1955,2,CIN,NL,79,222,29,51,14,0,7,30,1,1,12,35,0,1,4,1,4 +papaial01,1955,1,CHA,AL,7,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +parneme01,1955,1,BOS,AL,14,19,1,6,1,0,0,3,0,0,0,3,0,0,0,0,0 +pascuca02,1955,1,WS1,AL,43,32,2,7,0,0,0,0,0,0,1,2,0,0,2,0,0 +paulaca01,1955,1,WS1,AL,115,351,34,105,20,7,6,45,2,3,17,43,3,2,0,4,9 +pawlost01,1955,1,CLE,AL,2,8,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +pearcji01,1955,1,CIN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pendlji01,1955,1,ML1,NL,8,10,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +peppela01,1955,1,PIT,NL,14,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +perkoha01,1955,1,CHN,NL,26,13,2,2,0,0,0,0,0,0,1,2,0,0,0,0,0 +peterbu01,1955,1,CHA,AL,6,21,7,6,1,0,0,2,0,0,3,1,0,1,0,0,0 +peterha01,1955,1,PIT,NL,32,81,7,20,6,0,1,10,0,0,7,7,1,1,2,1,3 +phillbu02,1955,1,DET,AL,95,184,18,43,4,0,3,23,2,1,14,20,1,2,1,4,3 +phillda01,1955,1,CLE,AL,43,104,15,31,4,2,2,9,0,2,12,10,2,0,0,1,5 +phillda01,1955,2,BAL,AL,83,311,50,93,13,3,6,41,1,2,34,38,2,0,2,1,9 +phillja02,1955,1,DET,AL,55,117,15,37,8,2,1,20,0,0,10,12,0,0,2,2,3 +piercbi02,1955,1,CHA,AL,34,70,5,12,2,0,0,7,1,0,3,10,0,0,8,0,0 +piersji01,1955,1,BOS,AL,149,515,68,146,25,5,13,62,6,1,67,52,7,2,9,6,16 +pilledu01,1955,1,BAL,AL,7,6,0,1,0,0,0,0,0,0,1,2,0,0,0,0,0 +plarsdo01,1955,1,KC1,AL,8,11,0,1,0,0,0,0,1,0,0,2,0,0,0,0,0 +podbibu01,1955,1,CIN,NL,17,5,0,2,0,0,0,0,0,0,2,0,0,0,1,0,0 +podrejo01,1955,1,BRO,NL,32,60,9,11,2,0,0,5,0,1,4,5,0,0,4,0,1 +poholto01,1955,1,SLN,NL,30,44,6,8,3,0,0,3,0,0,1,6,0,0,5,0,1 +polleho01,1955,1,CHN,NL,24,15,0,6,2,0,0,0,0,0,2,5,0,0,1,0,0 +popeda01,1955,1,CLE,AL,35,104,17,31,5,0,6,22,0,0,12,31,0,1,0,1,1 +popeda01,1955,2,BAL,AL,86,222,21,55,8,4,1,30,5,2,16,34,3,2,3,2,6 +portebo01,1955,1,WS1,AL,30,63,3,12,3,1,0,7,0,0,0,15,0,0,5,2,3 +porteja01,1955,1,DET,AL,24,55,6,13,2,0,0,3,0,0,8,15,0,0,0,0,1 +portoar01,1955,1,KC1,AL,24,37,3,4,0,0,1,1,0,0,1,17,0,0,2,0,1 +postwa01,1955,1,CIN,NL,154,601,116,186,33,3,40,109,7,4,60,102,5,2,2,3,15 +powelle01,1955,1,CHA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +powerjo01,1955,1,PIT,NL,2,4,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +powervi01,1955,1,KC1,AL,147,596,91,190,34,10,19,76,0,2,35,27,6,0,3,5,12 +purkebo01,1955,1,PIT,NL,14,19,1,6,0,0,1,4,0,0,0,4,0,0,3,0,0 +pyburji01,1955,1,BAL,AL,39,98,5,20,2,2,0,7,1,1,8,24,0,1,1,0,3 +ramospe01,1955,1,WS1,AL,59,38,6,3,0,0,0,0,0,1,2,18,0,0,0,0,0 +randdi01,1955,1,SLN,NL,3,10,1,3,0,0,1,3,0,1,1,1,0,0,0,0,0 +raschvi01,1955,1,SLN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +raschvi01,1955,2,KC1,AL,20,33,0,6,1,0,0,1,0,0,1,10,0,0,3,0,2 +reesepe01,1955,1,BRO,NL,145,553,99,156,29,4,10,61,8,7,78,60,1,3,13,5,22 +regalru01,1955,1,CLE,AL,10,26,2,7,2,0,0,5,0,0,2,4,0,0,0,0,0 +rennabi01,1955,1,KC1,AL,100,249,33,53,7,3,7,28,0,3,31,42,0,2,2,0,4 +repulri01,1955,1,SLN,NL,147,512,64,138,28,2,23,73,5,7,49,66,3,4,3,8,17 +rhodedu01,1955,1,NY1,NL,94,187,22,57,5,2,6,32,1,1,27,26,2,0,1,2,0 +ricede01,1955,1,SLN,NL,20,59,6,12,3,0,1,7,0,0,7,6,0,0,1,1,2 +ricede01,1955,2,ML1,NL,27,71,5,14,0,1,2,7,0,0,6,12,2,0,1,0,1 +richabo01,1955,1,NYA,AL,11,26,2,4,0,0,0,3,1,1,2,0,0,0,1,0,1 +ridzist01,1955,1,PHI,NL,3,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +ridzist01,1955,2,CIN,NL,13,6,0,1,0,0,0,0,0,0,0,5,0,0,0,0,0 +riverji01,1955,1,CHA,AL,147,454,71,120,24,4,10,52,25,16,62,59,6,1,10,3,5 +rizzuph01,1955,1,NYA,AL,81,143,19,37,4,1,1,9,7,1,22,18,1,3,13,0,2 +robercu01,1955,1,PIT,NL,6,17,1,2,1,0,0,0,0,0,2,1,0,0,0,0,0 +roberji02,1955,1,KC1,AL,6,8,1,2,0,0,0,0,0,0,1,2,0,0,0,0,0 +roberro01,1955,1,PHI,NL,51,107,12,27,9,4,2,13,0,0,18,18,0,0,5,0,2 +robinbr01,1955,1,BAL,AL,6,22,0,2,0,0,0,1,0,0,0,10,0,0,0,0,0 +robined01,1955,1,NYA,AL,88,173,25,36,1,0,16,42,0,0,36,26,7,5,0,1,7 +robinhu01,1955,1,ML1,NL,13,13,0,1,0,0,0,0,0,0,0,5,0,0,0,0,0 +robinja02,1955,1,BRO,NL,105,317,51,81,6,2,8,36,12,3,61,18,5,3,6,3,8 +roebued01,1955,1,BRO,NL,47,18,0,2,0,0,0,2,0,0,0,6,0,0,0,0,0 +rogovsa01,1955,1,BAL,AL,15,22,2,2,0,0,0,1,0,1,1,8,0,0,0,0,0 +rogovsa01,1955,2,PHI,NL,13,24,5,6,2,0,1,4,0,0,1,9,0,1,2,0,0 +roigto01,1955,1,WS1,AL,29,57,3,13,1,1,0,4,0,0,2,15,0,0,1,0,2 +roselbo01,1955,1,ML1,NL,6,9,1,2,1,0,0,0,0,0,1,4,0,1,0,0,0 +rosenal01,1955,1,CLE,AL,139,492,61,120,13,1,21,81,4,2,92,44,5,4,0,8,14 +runnepe01,1955,1,WS1,AL,134,503,66,143,16,4,2,49,3,9,55,51,2,1,4,4,14 +rushbo01,1955,1,CHN,NL,33,82,6,9,2,0,1,5,0,0,6,40,0,0,3,0,0 +saffeto01,1955,1,PIT,NL,73,113,21,19,1,0,1,3,1,0,15,22,3,0,4,0,1 +saffeto01,1955,2,KC1,AL,9,37,5,8,0,0,0,1,1,0,4,7,0,0,0,0,1 +sainjo01,1955,1,NYA,AL,3,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sainjo01,1955,2,KC1,AL,25,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +samforo01,1955,1,DET,AL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +santijo01,1955,1,CLE,AL,17,4,2,2,0,0,0,0,0,0,1,0,0,0,2,0,0 +sarnibi01,1955,1,SLN,NL,107,325,32,83,15,2,3,34,1,1,27,33,0,1,7,2,13 +sauerha01,1955,1,CHN,NL,79,261,29,55,8,1,12,28,0,0,26,47,0,2,0,1,8 +schalar01,1955,1,NYA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schalar01,1955,2,BAL,AL,30,19,1,2,0,0,0,0,0,0,2,6,0,0,3,0,1 +schelda01,1955,1,PHI,NL,2,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +schmijo01,1955,1,WS1,AL,32,54,5,10,3,0,0,5,0,0,1,7,0,0,3,0,1 +schmiwi01,1955,1,SLN,NL,20,42,1,5,1,0,0,4,0,0,0,15,0,0,2,0,1 +schoere01,1955,1,SLN,NL,145,553,68,148,21,3,11,51,7,7,54,28,5,4,0,4,9 +schofdi01,1955,1,SLN,NL,12,4,3,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +schooje01,1955,1,WS1,AL,20,46,5,7,0,1,1,4,1,0,5,11,0,0,1,0,1 +schulba01,1955,1,SLN,NL,19,4,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +schulbo01,1955,1,DET,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schypje01,1955,1,KC1,AL,22,69,7,15,2,0,0,5,0,0,1,6,0,0,0,0,1 +scorehe01,1955,1,CLE,AL,33,84,5,10,1,0,0,2,0,1,3,40,0,0,8,0,2 +segrika01,1955,1,BAL,AL,7,9,1,3,0,0,0,0,0,0,2,0,0,0,0,0,1 +seminan01,1955,1,CIN,NL,6,15,1,2,0,0,1,1,0,0,0,3,0,0,0,0,0 +seminan01,1955,2,PHI,NL,93,289,32,71,12,1,11,34,1,2,32,59,2,6,3,0,8 +shantbi01,1955,1,KC1,AL,79,217,18,56,4,1,1,12,0,0,11,14,1,0,3,1,6 +shantbo01,1955,1,KC1,AL,26,41,5,6,0,0,0,0,0,0,1,5,0,0,2,0,0 +sheasp01,1955,1,WS1,AL,27,10,1,4,2,0,0,2,0,0,0,3,0,0,0,0,0 +shepaja01,1955,1,PIT,NL,94,264,24,63,10,2,2,23,1,0,33,25,3,0,2,2,8 +shubage01,1955,1,BRO,NL,44,51,8,14,2,0,1,8,0,0,11,10,1,2,0,0,2 +sievero01,1955,1,WS1,AL,144,509,74,138,20,8,25,106,1,2,73,66,3,4,0,5,17 +silveal01,1955,1,CIN,NL,13,7,3,1,0,0,0,2,0,0,0,1,0,0,0,0,0 +silvech01,1955,1,NYA,AL,14,26,1,5,0,0,0,1,0,0,6,4,0,0,0,0,0 +simmocu01,1955,1,PHI,NL,27,46,5,8,1,1,0,2,0,0,1,10,0,0,1,0,1 +simpsha01,1955,1,CLE,AL,3,1,1,0,0,0,0,0,0,0,2,0,0,0,0,0,0 +simpsha01,1955,2,KC1,AL,112,396,42,119,16,7,5,52,3,5,34,61,4,2,1,3,10 +skowrbi01,1955,1,NYA,AL,108,288,46,92,17,3,12,61,1,1,21,32,4,3,0,2,11 +slaugen01,1955,1,NYA,AL,10,9,1,1,0,0,0,1,0,0,1,1,0,0,0,0,0 +slaugen01,1955,2,KC1,AL,108,267,49,86,12,4,5,34,2,3,40,17,4,2,1,5,8 +sleatlo01,1955,1,KC1,AL,21,13,0,2,0,0,0,0,0,0,0,0,0,0,0,0,1 +smallji01,1955,1,DET,AL,12,4,2,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +smallro01,1955,1,PHI,NL,92,260,33,51,11,1,7,39,0,0,39,58,2,2,5,2,11 +smithal04,1955,1,CLE,AL,154,607,123,186,27,4,22,77,11,6,93,77,1,15,3,7,4 +smithbo03,1955,1,BOS,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithdi01,1955,1,PIT,NL,4,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +smithea03,1955,1,PIT,NL,5,16,1,1,0,0,0,0,0,0,4,2,0,1,0,0,0 +smithfr06,1955,1,SLN,NL,28,4,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +smithha08,1955,1,BAL,AL,135,424,41,115,23,4,4,52,1,3,30,21,2,2,4,6,16 +smithmi02,1955,1,CIN,NL,36,102,15,20,3,1,3,8,2,2,13,24,0,1,1,0,3 +snidedu01,1955,1,BRO,NL,148,538,126,166,34,6,42,136,9,7,104,87,19,1,4,6,9 +snydeje01,1955,1,WS1,AL,46,107,7,24,5,0,0,5,1,1,6,6,0,0,4,0,4 +souchst01,1955,1,DET,AL,1,1,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0 +spahnwa01,1955,1,ML1,NL,40,81,7,17,1,1,4,14,0,0,4,20,0,0,3,0,1 +speakbo01,1955,1,CHN,NL,95,261,36,57,9,5,12,43,3,4,28,71,4,3,0,1,1 +spencge01,1955,1,NY1,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +spicebo01,1955,1,KC1,AL,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +spoonka01,1955,1,BRO,NL,29,28,3,8,3,1,0,4,0,0,2,14,0,0,2,0,0 +sprinja01,1955,1,PHI,NL,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stalege01,1955,1,CIN,NL,30,36,2,2,0,0,0,3,0,0,2,11,0,0,4,0,1 +stalege01,1955,2,NYA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stephbo01,1955,1,SLN,NL,67,111,19,27,3,0,0,6,2,1,5,18,0,0,1,1,4 +stephge01,1955,1,BOS,AL,109,157,25,46,9,4,3,18,0,0,20,34,0,2,1,3,1 +stephve01,1955,1,BAL,AL,3,6,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0 +stephve01,1955,2,CHA,AL,22,56,10,14,3,0,3,7,0,0,7,11,0,0,1,1,1 +stewabi01,1955,1,KC1,AL,11,18,2,2,1,0,0,0,0,0,1,6,0,0,0,0,0 +stewabu02,1955,1,WS1,AL,7,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +stobbch01,1955,1,WS1,AL,41,35,3,6,1,0,0,1,0,0,8,7,0,0,1,0,0 +stonede01,1955,1,WS1,AL,43,46,1,2,0,0,0,0,0,0,3,23,0,1,10,0,0 +streuwa01,1955,1,DET,AL,2,4,1,1,1,0,0,1,0,0,0,0,0,0,0,1,0 +stricge01,1955,1,CLE,AL,130,388,34,81,9,5,2,34,1,0,49,60,0,3,14,1,8 +sturdto01,1955,1,NYA,AL,33,12,1,1,0,0,0,0,0,0,0,3,0,0,1,0,0 +suderpe01,1955,1,KC1,AL,26,81,3,17,4,1,0,1,0,1,2,13,0,0,0,0,1 +sullifr01,1955,1,BOS,AL,35,89,6,10,1,1,0,6,0,0,4,33,0,0,12,0,2 +sulliha02,1955,1,BOS,AL,2,6,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +surkoma01,1955,1,PIT,NL,35,50,5,7,1,0,0,2,0,0,4,13,0,1,4,0,0 +suscege02,1955,1,BOS,AL,29,49,0,7,1,0,0,4,0,0,1,16,0,0,3,0,1 +swansre01,1955,1,PIT,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tannech01,1955,1,ML1,NL,97,243,27,60,9,3,6,27,0,0,27,32,3,0,2,3,11 +tappeel01,1955,1,CHN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tappete01,1955,1,CHN,NL,23,50,12,13,2,0,4,10,0,0,11,11,3,2,0,0,0 +taylobe02,1955,1,ML1,NL,12,10,2,1,0,0,0,0,0,0,2,4,0,0,0,0,0 +taylobi03,1955,1,NY1,NL,65,64,9,17,4,0,4,12,0,0,1,16,0,0,0,1,3 +templch01,1955,1,BRO,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +templjo01,1955,1,CIN,NL,150,588,94,165,20,3,0,50,19,4,80,32,0,1,10,5,6 +terwiwa01,1955,1,NY1,NL,80,257,29,66,16,1,1,18,2,4,36,42,1,1,5,2,11 +tettedi01,1955,1,NYA,AL,2,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thiesja01,1955,1,PIT,NL,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +thomafr03,1955,1,PIT,NL,142,510,72,125,16,2,25,72,2,0,60,76,10,2,3,6,13 +thompha02,1955,1,NY1,NL,135,432,65,106,13,1,17,63,2,2,84,56,4,4,5,8,5 +thomsbo01,1955,1,ML1,NL,101,343,40,88,12,3,12,56,2,1,34,52,4,0,1,5,10 +thorpbo02,1955,1,CHN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thronfa01,1955,1,BOS,AL,60,144,20,37,7,3,6,27,0,0,14,31,1,1,0,2,2 +thronma01,1955,1,NYA,AL,1,2,1,2,1,0,0,3,1,0,0,0,0,0,0,1,0 +thurmbo01,1955,1,CIN,NL,82,152,19,33,2,3,7,22,0,2,17,26,2,0,1,0,6 +tiefebo01,1955,1,SLN,NL,18,5,0,0,0,0,0,0,0,0,1,1,0,0,1,0,0 +torgeea01,1955,1,PHI,NL,47,150,29,40,5,3,1,17,2,3,32,20,1,0,1,1,5 +torgeea01,1955,2,DET,AL,89,300,58,85,10,1,9,50,9,0,61,29,2,0,1,7,6 +tremebi01,1955,1,CHN,NL,23,7,0,2,0,0,0,0,0,0,1,2,0,0,0,0,0 +triangu01,1955,1,BAL,AL,140,481,47,133,17,3,12,65,0,0,40,55,4,2,3,3,9 +tricebo01,1955,1,KC1,AL,4,3,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0 +trimbjo01,1955,1,BOS,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +truckvi01,1955,1,CHA,AL,32,64,2,8,1,0,0,6,0,0,0,12,0,0,7,1,1 +turlebo01,1955,1,NYA,AL,36,82,7,11,4,0,0,7,0,0,6,21,0,1,8,1,3 +tuttlbi01,1955,1,DET,AL,154,603,102,168,23,4,14,78,6,3,76,54,2,1,13,5,25 +umphlto01,1955,1,WS1,AL,110,323,34,70,10,0,2,19,2,1,24,35,0,0,4,0,5 +valdijo01,1955,1,WS1,AL,94,294,32,65,12,5,2,28,1,2,21,38,1,3,4,3,6 +valenco01,1955,1,CIN,NL,10,7,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +valoel01,1955,1,KC1,AL,112,283,50,103,17,4,3,37,5,3,52,18,2,0,1,2,5 +vanbroz01,1955,1,KC1,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vandufr01,1955,1,PHI,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0 +vargaro01,1955,1,ML1,NL,25,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +vernomi01,1955,1,WS1,AL,150,538,74,162,23,8,14,85,0,4,74,50,9,3,4,8,17 +virdobi01,1955,1,SLN,NL,144,534,58,150,18,6,17,68,2,4,36,64,3,1,6,9,10 +wadebe01,1955,1,PIT,NL,11,4,0,0,0,0,0,0,0,0,1,3,0,0,0,0,0 +wadega01,1955,1,CHN,NL,9,33,5,6,1,0,1,1,0,0,4,3,0,0,1,0,1 +waitked01,1955,1,BAL,AL,38,85,2,22,1,1,0,9,2,0,11,10,3,0,0,0,1 +waitked01,1955,2,PHI,NL,33,107,10,30,5,0,2,14,0,1,17,7,1,0,0,0,4 +walkeha01,1955,1,SLN,NL,11,14,2,5,2,0,0,1,0,0,1,0,0,0,0,0,0 +walkeru01,1955,1,BRO,NL,48,103,6,26,5,0,2,13,1,0,15,11,4,0,0,2,8 +wardpr01,1955,1,PIT,NL,84,179,16,38,7,4,5,25,0,0,22,28,4,0,5,2,3 +waterfr02,1955,1,PIT,NL,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wehmehe01,1955,1,PHI,NL,34,72,10,20,1,1,0,7,0,0,2,26,0,1,3,2,1 +wertzvi01,1955,1,CLE,AL,74,257,30,65,11,2,14,55,1,1,32,33,3,1,0,5,6 +westlji01,1955,1,PHI,NL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +westlwa01,1955,1,CLE,AL,16,20,2,5,1,0,0,1,0,0,3,5,1,0,0,0,1 +westlwa01,1955,2,BAL,AL,8,24,0,3,1,0,0,0,0,0,6,5,0,0,0,0,1 +westrwe01,1955,1,NY1,NL,69,137,11,29,1,0,4,18,0,1,24,18,3,1,1,3,8 +wheatle01,1955,1,KC1,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +whisepe01,1955,1,SLN,NL,58,115,10,22,5,1,2,9,2,0,5,29,0,0,1,1,2 +whitech02,1955,1,ML1,NL,12,30,3,7,1,0,0,4,0,0,5,7,0,1,0,0,1 +whiteed01,1955,1,CHA,AL,3,4,0,2,0,0,0,0,0,0,1,1,0,0,0,0,0 +whitesa02,1955,1,BOS,AL,143,544,65,142,30,4,11,64,1,2,44,58,4,7,5,3,23 +wieslbo01,1955,1,NYA,AL,16,14,1,2,0,0,0,1,0,0,0,3,0,0,0,1,0 +wightbi01,1955,1,CLE,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +wightbi01,1955,2,BAL,AL,19,36,1,3,1,0,0,2,0,0,1,16,0,0,5,0,0 +wilheho01,1955,1,NY1,NL,59,19,2,3,0,0,0,0,0,0,1,4,0,0,1,0,0 +willida03,1955,1,NY1,NL,82,247,25,62,4,1,4,15,0,2,17,17,2,2,2,1,3 +willite01,1955,1,BOS,AL,98,320,77,114,21,3,28,83,2,0,91,24,17,2,0,4,8 +wilsobi02,1955,1,KC1,AL,98,273,39,61,12,0,15,38,1,1,24,63,0,1,1,1,8 +wilsoji02,1955,1,BAL,AL,34,89,4,15,2,0,0,4,0,0,1,18,0,0,2,0,1 +wilsore01,1955,1,DET,AL,78,241,26,53,9,0,2,17,1,2,26,23,3,0,7,0,13 +woodlge01,1955,1,BAL,AL,47,145,22,32,6,2,3,18,1,1,24,18,4,1,0,3,2 +woodlge01,1955,2,CLE,AL,79,259,33,72,15,1,5,35,2,4,36,15,2,3,1,4,8 +wooldfl01,1955,1,SLN,NL,18,18,1,4,1,0,0,1,0,0,0,4,0,0,1,0,0 +wrighme01,1955,1,SLN,NL,29,6,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +wrighto01,1955,1,WS1,AL,7,7,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +wynnea01,1955,1,CLE,AL,34,84,8,15,3,0,1,7,0,0,6,17,0,0,2,0,2 +yosted01,1955,1,WS1,AL,122,375,64,91,17,5,7,48,4,3,95,54,0,11,6,3,7 +youngbo01,1955,1,BAL,AL,59,186,5,37,3,0,1,8,1,4,11,23,1,0,4,0,3 +youngbo01,1955,2,CLE,AL,18,45,7,14,1,1,0,6,0,0,1,2,0,0,1,0,0 +zauchno01,1955,1,BOS,AL,130,477,65,114,10,0,27,93,3,0,69,105,1,3,1,6,8 +zernigu01,1955,1,KC1,AL,120,413,62,105,9,3,30,84,1,0,30,90,1,3,0,8,17 +zimmedo01,1955,1,BRO,NL,88,280,38,67,10,1,15,50,5,3,19,66,5,2,4,4,7 +zuverge01,1955,1,DET,AL,14,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +zuverge01,1955,2,BAL,AL,28,23,1,5,1,0,0,0,0,0,1,5,0,0,1,0,1 +aaronha01,1956,1,ML1,NL,153,609,106,200,34,14,26,92,2,4,37,54,6,2,5,7,21 +aberal01,1956,1,DET,AL,42,10,0,3,0,0,0,0,0,0,1,4,0,0,2,0,0 +abernte02,1956,1,WS1,AL,5,11,1,2,0,0,0,1,0,0,0,5,0,0,0,0,0 +abramca01,1956,1,CHA,AL,4,3,0,1,0,0,0,0,0,0,2,1,0,0,0,0,0 +ackerto01,1956,1,CIN,NL,29,19,3,1,0,0,0,1,0,0,3,12,0,0,0,0,1 +adamsbo03,1956,1,BAL,AL,41,111,19,25,6,1,0,7,1,1,25,15,0,0,5,2,1 +adcocjo01,1956,1,ML1,NL,137,454,76,132,23,1,38,103,1,0,32,86,6,1,11,2,11 +aguirha01,1956,1,CLE,AL,16,18,1,2,0,0,0,2,0,0,0,11,0,0,3,0,0 +alstoto01,1956,1,SLN,NL,3,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +amorosa01,1956,1,BRO,NL,114,292,53,76,11,8,16,58,3,4,59,51,6,1,8,1,4 +antonjo02,1956,1,NY1,NL,49,89,7,14,3,0,3,4,0,0,2,26,0,0,6,0,2 +aparilu01,1956,1,CHA,AL,152,533,69,142,19,6,3,56,21,4,34,63,2,1,14,1,9 +arroylu01,1956,1,PIT,NL,18,4,0,2,0,0,0,1,0,0,0,0,0,0,2,0,0 +ashburi01,1956,1,PHI,NL,154,628,94,190,26,8,3,50,10,1,79,45,3,5,6,1,4 +asprobo01,1956,1,BRO,NL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +astrojo01,1956,1,KC1,AL,8,13,0,1,0,0,0,0,0,0,0,1,0,0,1,0,0 +atwelto01,1956,1,PIT,NL,12,18,0,2,0,0,0,3,0,0,1,5,0,0,1,0,2 +atwelto01,1956,2,ML1,NL,15,30,2,5,1,0,2,7,0,0,4,1,1,0,0,0,0 +averiea02,1956,1,CLE,AL,42,93,12,22,6,0,3,14,0,1,14,25,1,1,2,0,2 +avilabo01,1956,1,CLE,AL,138,513,74,115,14,2,10,54,17,4,70,68,0,5,8,1,12 +baileed01,1956,1,CIN,NL,118,383,59,115,8,2,28,75,2,0,52,50,11,3,4,4,7 +bakerge02,1956,1,CHN,NL,140,546,65,141,23,3,12,57,4,3,39,54,2,3,13,5,15 +balcebo01,1956,1,CIN,NL,7,2,2,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +bankser01,1956,1,CHN,NL,139,538,82,160,25,8,28,85,6,9,52,62,18,0,0,3,7 +batteea01,1956,1,CHA,AL,4,4,1,1,0,0,0,0,0,0,1,1,0,0,0,0,2 +battsma01,1956,1,CIN,NL,3,2,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +bauerha01,1956,1,NYA,AL,147,539,96,130,18,7,26,84,4,2,59,72,3,2,7,5,11 +baumafr01,1956,1,BOS,AL,7,9,1,3,2,0,0,0,0,0,0,2,0,0,1,0,0 +baumhfr01,1956,1,PHI,NL,76,100,13,27,0,0,0,9,0,2,6,6,0,1,2,3,3 +baxesmi01,1956,1,KC1,AL,73,106,9,24,3,1,1,5,0,1,18,15,1,0,4,0,2 +beamoch01,1956,1,BAL,AL,2,5,0,0,0,0,0,1,0,0,0,2,0,0,0,0,0 +belarwa01,1956,1,DET,AL,79,154,24,43,3,1,6,15,0,0,15,13,1,8,1,1,4 +bellgu01,1956,1,CIN,NL,150,603,82,176,31,4,29,84,6,2,50,66,4,3,7,3,10 +berbelo01,1956,1,WS1,AL,95,207,25,54,6,3,4,27,0,0,46,33,9,3,0,0,7 +berrayo01,1956,1,NYA,AL,140,521,93,155,29,2,30,105,3,2,65,29,7,5,1,5,8 +bertore01,1956,1,DET,AL,22,66,7,12,2,0,1,5,0,0,6,12,0,1,0,0,4 +besanfr01,1956,1,BAL,AL,7,4,1,0,0,0,0,0,0,0,1,3,0,0,0,0,0 +bessedo01,1956,1,BRO,NL,38,18,0,2,0,0,0,1,0,0,0,5,0,0,1,1,1 +birreba01,1956,1,BAL,AL,4,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +blackbu01,1956,1,DET,AL,5,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +blackjo02,1956,1,CIN,NL,34,10,0,0,0,0,0,0,0,0,0,7,0,0,0,0,1 +blasido01,1956,1,SLN,NL,150,587,94,153,22,7,0,27,8,8,72,52,0,3,2,1,3 +blaylbo01,1956,1,SLN,NL,14,11,0,1,0,0,0,0,0,0,0,4,0,0,0,0,0 +blaylma01,1956,1,PHI,NL,136,460,61,117,14,8,10,50,5,1,50,86,2,2,5,5,10 +bollifr01,1956,1,DET,AL,102,366,53,103,21,7,7,45,6,2,42,51,1,2,7,5,4 +bollimi01,1956,1,BOS,AL,45,118,19,25,3,2,3,8,0,1,18,20,1,1,3,1,3 +boonera01,1956,1,DET,AL,131,481,77,148,14,6,25,81,0,0,77,46,8,3,2,5,13 +bouched01,1956,1,PHI,NL,9,22,0,6,2,0,0,1,0,0,5,6,0,0,0,0,0 +bowmabo02,1956,1,PHI,NL,6,16,2,3,0,1,1,2,0,0,0,6,0,0,0,0,0 +boydbo01,1956,1,BAL,AL,70,225,28,70,8,3,2,11,0,5,30,14,2,1,6,0,6 +boyercl02,1956,1,KC1,AL,67,129,15,28,3,1,1,4,1,1,11,24,1,1,2,0,2 +boyerke01,1956,1,SLN,NL,150,595,91,182,30,2,26,98,8,3,38,65,7,1,2,3,18 +bradfbi01,1956,1,KC1,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bradyji01,1956,1,DET,AL,6,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +brancra01,1956,1,BRO,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brandja01,1956,1,SLN,NL,27,42,9,12,3,0,1,3,0,1,4,5,0,1,1,0,1 +brandja01,1956,2,NY1,NL,98,351,45,105,16,8,11,47,3,4,17,31,2,0,3,2,3 +bressed01,1956,1,NY1,NL,49,163,15,37,4,2,0,9,1,0,12,20,1,1,4,0,4 +breweto01,1956,1,BOS,AL,38,94,14,28,0,1,1,13,0,0,5,19,0,0,1,1,2 +brideji01,1956,1,CHA,AL,10,11,0,2,1,0,0,1,0,0,0,3,0,1,0,0,0 +brideji01,1956,2,DET,AL,70,156,23,34,4,0,0,10,3,1,20,19,2,0,4,0,4 +bridgro01,1956,1,CIN,NL,71,19,9,4,0,0,0,1,1,2,4,3,0,0,0,0,0 +briggjo01,1956,1,CHN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brododi01,1956,1,WS1,AL,7,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brosnji01,1956,1,CHN,NL,30,22,2,4,1,0,0,0,0,0,0,6,0,0,2,0,0 +brownha01,1956,1,BAL,AL,42,42,5,8,2,0,0,0,0,0,5,8,0,1,3,0,0 +brunege01,1956,1,KC1,AL,6,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +brutobi01,1956,1,ML1,NL,147,525,73,143,23,15,8,56,8,6,26,63,11,1,18,8,7 +buddido01,1956,1,BOS,AL,114,377,49,90,24,0,5,37,2,0,65,62,1,4,2,6,14 +buhlbo01,1956,1,ML1,NL,38,73,1,7,2,0,0,3,0,0,1,34,0,0,6,0,0 +bunniji01,1956,1,DET,AL,15,18,4,6,2,0,0,1,0,0,0,5,0,0,2,0,1 +burdele01,1956,1,ML1,NL,45,86,9,16,1,0,0,8,0,0,2,16,0,1,11,2,1 +burgesm01,1956,1,CIN,NL,90,229,28,63,10,0,12,39,0,1,26,18,4,0,1,2,5 +burkma01,1956,1,PHI,NL,15,1,3,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +burnewa01,1956,1,KC1,AL,18,39,2,2,0,0,0,0,0,0,1,9,0,0,5,0,0 +burtsmo01,1956,1,KC1,AL,21,8,0,1,0,0,0,0,0,0,0,5,0,0,0,0,0 +busbyji01,1956,1,CLE,AL,135,494,72,116,17,3,12,50,8,3,43,47,2,4,5,0,13 +byerlbu01,1956,1,WS1,AL,25,11,1,1,0,0,0,0,0,0,0,4,0,0,0,0,1 +byrdha01,1956,1,CHA,AL,3,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +byrneto01,1956,1,NYA,AL,44,52,8,14,1,1,3,10,0,0,2,11,1,0,2,0,1 +caffijo01,1956,1,CLE,AL,12,38,7,13,0,0,0,1,3,2,4,8,0,2,0,0,0 +camparo01,1956,1,BRO,NL,124,388,39,85,6,1,20,73,1,0,66,61,15,1,4,2,20 +careyan01,1956,1,NYA,AL,132,422,54,100,18,2,7,50,9,6,45,53,4,2,6,5,9 +carrach01,1956,1,CLE,AL,141,474,60,115,15,1,7,48,0,4,52,61,0,6,9,3,9 +carroto01,1956,1,NYA,AL,36,17,11,6,0,0,0,0,1,0,1,3,0,0,0,0,0 +castlfo01,1956,1,NY1,NL,124,385,33,87,16,3,14,45,2,1,15,50,2,2,3,4,9 +causewa01,1956,1,BAL,AL,53,88,7,15,0,1,1,4,0,0,8,23,0,0,0,1,2 +ceccaar01,1956,1,KC1,AL,3,3,0,0,0,0,0,2,0,0,1,2,0,0,0,0,0 +cervbo01,1956,1,NYA,AL,54,115,16,35,5,6,3,25,0,1,18,13,0,0,1,1,3 +chakabo01,1956,1,WS1,AL,43,20,2,3,0,0,0,0,0,0,0,3,0,0,3,0,0 +chitiha01,1956,1,CHN,NL,72,203,17,43,6,4,4,18,0,0,19,35,3,1,3,1,9 +cimolgi01,1956,1,BRO,NL,73,36,3,4,1,0,0,4,1,0,1,8,1,0,1,0,1 +clemero01,1956,1,PIT,NL,147,543,66,169,30,7,7,60,6,6,13,58,2,4,8,4,14 +clevete01,1956,1,WS1,AL,20,2,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +coangi01,1956,1,NY1,NL,4,1,2,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +coateji01,1956,1,NYA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +colavro01,1956,1,CLE,AL,101,322,55,89,11,4,21,65,0,1,49,46,0,2,4,3,4 +coledi01,1956,1,PIT,NL,72,99,7,21,2,1,0,9,0,0,11,9,0,0,0,0,5 +colemje01,1956,1,NYA,AL,80,183,15,47,5,1,0,18,1,2,12,33,2,1,6,1,5 +colemri01,1956,1,NYA,AL,29,24,2,1,0,0,0,0,0,0,1,14,0,0,2,0,0 +collijo01,1956,1,NYA,AL,100,262,38,59,5,3,7,43,3,1,34,33,2,1,1,3,5 +colluja01,1956,1,SLN,NL,38,14,1,3,0,0,0,1,0,0,2,1,0,0,0,1,0 +conlege01,1956,1,ML1,NL,31,45,1,7,1,0,0,4,0,0,1,3,0,0,8,0,1 +consobi01,1956,1,BOS,AL,48,11,13,2,0,0,0,1,0,0,3,5,0,0,0,0,0 +constji01,1956,1,NY1,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +consusa01,1956,1,CHA,AL,28,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +consusa01,1956,2,BAL,AL,4,2,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0 +coopewa01,1956,1,SLN,NL,40,68,5,18,5,1,2,14,0,0,3,8,1,0,1,0,2 +courtcl01,1956,1,WS1,AL,101,283,31,85,20,3,5,44,0,5,20,10,4,9,1,3,9 +covinwe01,1956,1,ML1,NL,75,138,17,39,4,0,2,16,1,0,16,20,3,1,2,0,2 +coxgl01,1956,1,KC1,AL,3,7,0,0,0,0,0,0,0,0,0,4,0,0,0,0,1 +craddwa01,1956,1,KC1,AL,2,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +craigro01,1956,1,BRO,NL,35,61,1,1,0,0,0,1,0,0,6,33,0,0,5,1,0 +crandde01,1956,1,ML1,NL,112,311,37,74,14,2,16,48,1,2,35,30,15,1,6,5,5 +crimija01,1956,1,KC1,AL,55,22,4,5,0,0,0,0,0,0,3,6,0,0,5,0,1 +cronera01,1956,1,ML1,NL,35,49,4,6,1,0,0,2,0,0,8,18,0,0,5,0,1 +crowege01,1956,1,CIN,NL,77,144,22,36,2,1,10,23,0,0,11,28,1,2,0,0,1 +cunnijo01,1956,1,SLN,NL,4,3,1,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +dahlkje01,1956,1,CHA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +daleybu01,1956,1,CLE,AL,14,2,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +daleype01,1956,1,BOS,AL,59,187,22,50,11,3,5,29,1,0,18,30,5,2,1,0,11 +darkal01,1956,1,NY1,NL,48,206,19,52,12,0,2,17,0,0,8,13,0,1,3,4,5 +darkal01,1956,2,SLN,NL,100,413,54,118,14,7,4,37,3,1,21,33,0,2,2,4,9 +darnebo01,1956,1,BRO,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +davisji01,1956,1,CHN,NL,46,28,3,5,0,0,0,0,0,0,1,10,0,0,3,0,0 +delgrbo01,1956,1,PIT,NL,14,20,4,4,0,0,2,3,0,0,3,3,0,0,1,0,1 +delgrbo01,1956,2,SLN,NL,102,270,29,58,16,2,5,18,1,1,32,50,3,6,3,4,2 +delocik01,1956,1,BOS,AL,48,29,2,3,1,0,0,2,0,0,2,11,0,0,7,0,0 +delsiji01,1956,1,DET,AL,10,12,0,0,0,0,0,0,0,0,3,3,0,1,0,0,0 +delsiji01,1956,2,CHA,AL,55,41,11,5,3,0,0,2,1,0,10,13,0,0,1,0,0 +demaejo01,1956,1,KC1,AL,133,434,41,101,16,1,6,39,3,3,25,73,2,3,3,3,8 +demetdo01,1956,1,BRO,NL,3,3,1,1,0,0,1,1,0,0,0,1,0,0,0,0,0 +derriji01,1956,1,CHA,AL,1,2,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +dicksmu01,1956,1,PHI,NL,3,9,2,3,0,0,0,0,0,0,0,2,0,0,0,0,0 +dicksmu01,1956,2,SLN,NL,32,77,6,19,2,2,0,6,0,0,1,9,0,0,2,0,1 +dierich01,1956,1,BAL,AL,50,97,15,18,4,0,1,4,2,5,23,19,0,0,5,0,1 +ditmaar01,1956,1,KC1,AL,44,91,5,13,0,0,1,4,0,1,3,24,0,0,4,0,0 +dittmja01,1956,1,ML1,NL,44,102,8,25,4,0,1,6,0,0,8,8,0,0,2,0,0 +dixonso01,1956,1,NYA,AL,3,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +dobyla01,1956,1,CHA,AL,140,504,89,135,22,3,24,102,0,1,102,105,6,4,4,5,7 +donosli01,1956,1,PIT,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +donovdi01,1956,1,CHA,AL,44,90,10,20,4,0,3,15,0,0,14,30,1,1,1,1,2 +dorisha01,1956,1,BAL,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dorisha01,1956,2,BOS,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +drabomo01,1956,1,CHN,NL,9,16,1,4,0,0,0,0,0,0,0,3,0,0,2,0,0 +drakeso01,1956,1,CHN,NL,65,215,29,55,9,1,2,15,9,5,23,35,0,1,3,0,0 +dropowa01,1956,1,CHA,AL,125,361,42,96,13,1,8,52,1,0,37,51,2,3,5,6,15 +drysddo01,1956,1,BRO,NL,26,26,4,5,1,0,1,1,0,0,1,8,0,0,2,0,1 +duserca01,1956,1,KC1,AL,2,3,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +dyckji01,1956,1,BAL,AL,11,23,3,5,2,0,0,0,0,0,10,5,0,0,1,0,0 +dyckji01,1956,2,CIN,NL,18,11,5,1,0,0,0,0,0,0,3,5,0,0,1,0,1 +edwarbr01,1956,1,CIN,NL,7,5,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +ennisde01,1956,1,PHI,NL,153,630,80,164,23,3,26,95,7,3,33,62,8,3,3,3,15 +erskica01,1956,1,BRO,NL,32,66,1,8,1,0,0,0,0,0,0,8,0,0,5,0,1 +espossa01,1956,1,CHA,AL,81,184,30,42,8,2,3,25,1,2,41,19,0,2,5,2,4 +eversho01,1956,1,CLE,AL,3,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +eversho01,1956,2,BAL,AL,48,112,20,27,3,0,1,4,1,0,24,18,0,0,2,0,0 +facero01,1956,1,PIT,NL,69,26,2,5,0,0,0,1,0,0,0,5,0,0,1,0,0 +fanniji01,1956,1,CHN,NL,1,4,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1 +farretu01,1956,1,PHI,NL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +fellebo01,1956,1,CLE,AL,19,16,0,0,0,0,0,0,0,0,1,9,0,0,0,0,0 +fernach01,1956,1,BRO,NL,34,66,11,15,2,0,1,9,2,3,3,10,1,0,4,0,2 +ferrado01,1956,1,BAL,AL,36,28,0,1,0,0,0,1,0,0,1,2,0,1,0,0,0 +finigji01,1956,1,KC1,AL,91,250,29,54,7,2,2,21,3,1,30,28,1,1,5,4,6 +fischbi01,1956,1,CHA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fitzged01,1956,1,WS1,AL,64,148,15,45,8,0,2,12,0,0,20,16,1,0,1,0,4 +floodcu01,1956,1,CIN,NL,5,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +flowebe01,1956,1,SLN,NL,3,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +flowebe01,1956,2,PHI,NL,32,2,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +foileha01,1956,1,CLE,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +foileha01,1956,2,PIT,NL,79,222,24,47,10,2,7,25,0,1,17,56,4,0,4,2,5 +fondyde01,1956,1,CHN,NL,137,543,52,146,22,9,9,46,9,7,20,74,5,0,7,10,4 +fordwh01,1956,1,NYA,AL,31,78,9,17,2,0,0,4,0,0,9,14,0,0,5,0,0 +fornimi01,1956,1,CHA,AL,6,5,0,1,1,0,0,0,0,0,0,1,0,0,1,0,0 +fornimi01,1956,2,BAL,AL,33,30,2,5,1,0,0,0,0,0,0,5,0,0,1,0,1 +fowlear01,1956,1,CIN,NL,45,48,1,7,1,0,0,5,0,0,5,11,0,1,5,1,1 +foxne01,1956,1,CHA,AL,154,649,109,192,20,10,4,52,8,4,44,14,1,10,13,5,19 +foytapa01,1956,1,DET,AL,43,90,7,11,2,0,0,7,0,0,2,30,0,0,6,0,2 +francti01,1956,1,BAL,AL,139,445,62,115,16,4,9,57,11,5,51,60,4,1,0,3,6 +frazijo01,1956,1,SLN,NL,14,19,1,4,2,0,1,4,0,1,3,3,0,0,0,0,0 +frazijo01,1956,2,CIN,NL,10,17,2,4,0,0,1,2,0,0,1,7,0,0,0,0,1 +frazijo01,1956,3,BAL,AL,45,74,7,19,6,0,1,12,0,0,11,6,2,1,0,1,2 +freemhe01,1956,1,CIN,NL,64,18,0,1,1,0,0,2,0,0,3,4,0,0,0,0,0 +freesge02,1956,1,PIT,NL,65,207,17,43,9,0,3,14,2,1,16,45,3,3,3,1,0 +frienbo01,1956,1,PIT,NL,49,97,7,16,2,0,1,8,0,0,1,19,0,0,11,0,1 +frienow01,1956,1,CHN,NL,2,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +furilca01,1956,1,BRO,NL,149,523,66,151,30,0,21,83,1,1,57,41,15,1,2,4,27 +garbebo01,1956,1,PIT,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +garcimi01,1956,1,CLE,AL,35,61,1,7,1,0,0,3,0,0,3,10,0,1,8,2,2 +gardnbi02,1956,1,BAL,AL,144,515,53,119,16,2,11,50,5,5,29,53,1,7,8,1,15 +garvene01,1956,1,DET,AL,6,5,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +gastato01,1956,1,BAL,AL,32,56,3,11,2,0,0,4,0,0,3,8,0,1,1,1,2 +gernedi01,1956,1,BOS,AL,106,306,53,89,11,0,16,68,1,0,56,57,1,2,2,4,7 +gilliji01,1956,1,BRO,NL,153,594,102,178,23,8,6,43,21,9,95,39,6,4,6,2,5 +ginsbjo01,1956,1,KC1,AL,71,195,15,48,8,1,1,12,1,1,23,17,3,0,0,2,7 +ginsbjo01,1956,2,BAL,AL,15,28,0,2,0,0,0,2,0,0,2,4,0,0,1,1,2 +gomezru01,1956,1,NY1,NL,52,60,9,11,1,0,0,1,1,0,2,5,0,0,1,0,1 +goodmbi01,1956,1,BOS,AL,105,399,61,117,22,8,2,38,0,3,40,22,1,0,7,2,3 +gorbogl01,1956,1,PHI,NL,15,33,1,6,0,0,0,1,0,0,0,1,0,0,0,0,0 +gormato02,1956,1,KC1,AL,52,39,2,2,0,0,0,2,0,0,4,22,0,0,1,0,0 +grammal01,1956,1,SLN,NL,6,12,1,3,0,0,0,1,0,0,1,1,0,0,0,0,0 +grammal01,1956,2,CIN,NL,77,140,17,34,11,0,0,16,0,1,16,18,1,1,10,1,0 +greenji02,1956,1,PHI,NL,86,215,24,44,9,2,5,25,0,0,28,43,3,0,1,2,11 +griggha01,1956,1,WS1,AL,36,16,4,0,0,0,0,0,0,0,3,12,0,1,2,0,0 +grimbo01,1956,1,NYA,AL,26,16,2,1,0,0,0,1,0,0,4,9,0,0,1,0,0 +grissma01,1956,1,NY1,NL,43,11,0,1,1,0,0,0,0,0,0,5,0,0,0,0,0 +groatdi01,1956,1,PIT,NL,142,520,40,142,19,3,0,37,0,3,35,25,3,0,17,3,14 +grobco01,1956,1,WS1,AL,37,18,3,6,1,0,0,5,0,0,1,2,0,0,1,0,1 +gromest01,1956,1,DET,AL,40,27,3,4,0,0,0,1,0,0,11,10,0,0,3,0,1 +grossdo01,1956,1,CIN,NL,19,19,1,2,0,0,0,1,0,0,2,5,0,0,0,0,0 +grothjo01,1956,1,KC1,AL,95,244,22,63,13,3,5,37,1,2,30,31,2,0,2,4,9 +hackewa02,1956,1,CHN,NL,34,54,2,8,0,0,0,4,0,0,0,6,0,0,1,0,1 +haddiha01,1956,1,SLN,NL,5,9,1,2,1,0,0,1,0,0,2,3,0,0,0,0,1 +haddiha01,1956,2,PHI,NL,46,93,6,22,4,0,0,10,0,0,5,10,0,0,0,0,2 +halebo01,1956,1,BAL,AL,85,207,18,49,10,1,1,24,0,2,11,10,0,1,0,4,6 +hallbi02,1956,1,PIT,NL,1,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +halldi01,1956,1,PIT,NL,33,29,5,10,0,0,0,1,0,0,5,7,0,0,0,0,1 +hamnegr01,1956,1,PHI,NL,122,401,42,90,24,3,4,42,2,0,30,42,5,0,3,4,13 +harmoch01,1956,1,CIN,NL,13,4,2,0,0,0,0,0,1,0,0,0,0,0,0,0,0 +harmoch01,1956,2,SLN,NL,20,15,2,0,0,0,0,0,0,0,2,2,0,0,0,0,0 +harribi02,1956,1,KC1,AL,23,7,0,0,0,0,0,0,0,0,1,1,0,0,2,0,0 +harribo02,1956,1,BAL,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +harriga01,1956,1,NY1,NL,12,38,2,5,0,1,1,1,0,0,3,10,1,2,0,0,0 +harshja01,1956,1,CHA,AL,36,71,8,12,1,0,6,19,0,0,11,21,0,0,4,1,0 +hatfifr01,1956,1,DET,AL,8,12,2,3,0,0,0,2,0,0,2,1,0,1,0,0,0 +hatfifr01,1956,2,CHA,AL,106,321,46,84,9,1,7,33,1,0,37,36,3,8,3,4,7 +hattogr01,1956,1,BOS,AL,5,5,0,2,0,0,0,2,0,0,0,0,0,0,0,0,0 +hattogr01,1956,2,SLN,NL,44,73,10,18,1,2,0,7,1,0,13,7,0,0,3,0,3 +hattogr01,1956,3,BAL,AL,27,61,4,9,1,0,1,3,0,0,13,6,1,0,1,0,0 +hearnji01,1956,1,NY1,NL,32,41,2,4,0,0,0,1,0,0,0,21,0,0,0,0,0 +heganji01,1956,1,CLE,AL,122,315,42,70,15,2,6,34,1,1,49,54,6,0,4,0,8 +heldme01,1956,1,BAL,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hemusso01,1956,1,SLN,NL,8,5,1,1,0,0,0,2,0,0,1,1,0,1,1,0,0 +hemusso01,1956,2,PHI,NL,78,187,24,54,10,4,5,24,1,1,28,21,2,7,1,2,6 +hernaev01,1956,1,WS1,AL,4,11,0,2,0,0,0,0,0,0,0,3,0,0,0,0,0 +herritr01,1956,1,KC1,AL,34,25,1,3,0,0,0,1,0,0,2,17,0,0,2,0,0 +hershea01,1956,1,ML1,NL,7,13,0,3,3,0,0,0,0,0,0,5,0,0,0,0,0 +herzowh01,1956,1,WS1,AL,117,421,49,103,13,7,4,35,8,5,35,74,0,0,8,1,5 +hicksbu01,1956,1,DET,AL,26,47,5,10,2,0,0,5,0,1,3,2,0,0,0,0,1 +hillmda01,1956,1,CHN,NL,2,4,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +hoakdo01,1956,1,CHN,NL,121,424,51,91,18,4,5,37,8,3,41,46,0,1,8,4,4 +hodgegi01,1956,1,BRO,NL,153,550,86,146,29,4,32,87,3,3,76,91,10,0,5,2,16 +hoeftbi01,1956,1,DET,AL,42,80,16,20,3,1,0,9,0,0,12,22,0,0,5,0,1 +hofmabo01,1956,1,NY1,NL,47,56,1,10,1,0,0,2,0,0,6,8,0,1,1,0,2 +hostge01,1956,1,DET,AL,1,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +housefr03,1956,1,DET,AL,94,321,44,77,6,2,10,44,1,1,21,19,0,3,0,3,15 +houttar01,1956,1,CLE,AL,23,12,0,2,0,0,0,2,1,0,0,4,0,0,1,0,0 +howarel01,1956,1,NYA,AL,98,290,35,76,8,3,5,34,0,1,21,30,6,1,2,2,11 +howeldi01,1956,1,CHA,AL,34,17,4,4,0,0,2,3,0,0,2,6,0,0,0,0,0 +howeldi02,1956,1,BRO,NL,7,13,0,3,2,0,0,1,0,0,1,3,1,0,1,1,0 +hugheji02,1956,1,BRO,NL,5,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +hugheji02,1956,2,CHN,NL,25,7,2,2,1,0,0,1,0,0,0,0,0,0,0,0,0 +huntebi03,1956,1,NYA,AL,39,75,8,21,3,4,0,11,0,1,2,4,0,0,2,0,3 +hurdto01,1956,1,BOS,AL,40,12,2,6,0,0,0,1,0,0,0,2,0,0,1,0,0 +irvinmo01,1956,1,CHN,NL,111,339,44,92,13,3,15,50,1,0,41,41,5,0,3,4,11 +jablora01,1956,1,CIN,NL,130,407,42,104,25,1,15,66,2,4,37,57,6,7,1,6,14 +jacksla01,1956,1,SLN,NL,51,11,0,1,0,0,0,1,0,0,1,5,0,0,0,0,0 +jacksra01,1956,1,BRO,NL,101,307,37,84,15,7,8,53,2,1,28,38,3,2,4,5,13 +jacksro01,1956,1,CHA,AL,22,56,7,12,3,0,1,4,1,0,10,13,1,0,0,0,2 +jacobsp01,1956,1,KC1,AL,32,97,13,21,3,0,0,5,4,1,15,5,1,0,3,0,4 +jacobsp01,1956,2,PIT,NL,11,37,4,6,2,0,0,1,0,2,2,5,0,1,1,0,0 +jansela01,1956,1,CIN,NL,8,11,1,0,0,0,0,0,0,0,1,7,0,0,0,0,1 +jeffcha01,1956,1,CIN,NL,49,54,5,8,2,0,0,5,0,1,3,20,0,0,3,0,1 +jenseja01,1956,1,BOS,AL,151,578,80,182,23,11,20,97,11,3,89,43,5,1,1,4,23 +johnsco01,1956,1,CHA,AL,5,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +johnsco01,1956,2,BAL,AL,26,58,5,15,1,0,0,4,1,0,6,9,0,0,6,0,1 +johnser02,1956,1,ML1,NL,36,4,0,1,0,0,0,1,0,0,0,0,0,0,0,1,0 +jollyda01,1956,1,ML1,NL,29,4,0,0,0,0,0,2,0,0,1,2,0,0,1,0,0 +jonesgo01,1956,1,SLN,NL,5,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +jonessa02,1956,1,CHN,NL,33,57,3,10,0,0,0,1,0,0,4,19,0,0,10,0,1 +joneswi01,1956,1,PHI,NL,149,520,88,144,20,4,17,78,5,4,92,49,6,1,3,5,15 +kaisedo01,1956,1,CHN,NL,27,47,1,2,0,0,0,1,0,0,0,30,0,0,0,1,0 +kalinal01,1956,1,DET,AL,153,617,96,194,32,10,27,128,7,1,70,55,4,1,1,4,10 +kattra01,1956,1,NY1,NL,37,101,10,23,4,0,7,14,0,1,6,16,1,1,1,0,1 +kattra01,1956,2,SLN,NL,47,158,11,41,4,0,6,20,0,1,6,24,1,1,1,1,2 +kazante01,1956,1,PHI,NL,117,379,35,80,11,1,4,34,0,2,20,41,6,1,3,3,8 +keegabo01,1956,1,CHA,AL,20,32,2,4,0,0,0,1,0,0,4,7,0,0,4,0,1 +kellefr02,1956,1,CHN,NL,71,129,10,24,3,1,4,17,0,0,12,22,1,0,1,1,8 +kellge01,1956,1,CHA,AL,21,80,7,25,5,0,1,11,0,0,8,6,0,0,2,1,3 +kellge01,1956,2,BAL,AL,102,345,45,90,17,2,8,37,0,1,25,31,3,3,12,4,8 +kellnal01,1956,1,KC1,AL,21,30,2,6,0,0,0,2,0,0,3,10,0,0,3,0,1 +kennebi02,1956,1,CIN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kennebo01,1956,1,CHA,AL,8,13,0,1,0,0,0,0,0,0,2,4,0,0,0,0,0 +kennebo01,1956,2,DET,AL,69,177,17,41,5,0,4,22,2,2,24,19,2,2,3,1,10 +keougma01,1956,1,BOS,AL,3,2,1,0,0,0,0,1,0,0,1,0,0,0,0,0,0 +kielyle01,1956,1,BOS,AL,23,6,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +killeha01,1956,1,WS1,AL,44,99,10,22,2,0,5,13,0,0,10,39,0,0,0,1,2 +kindaje01,1956,1,CHN,NL,32,55,7,9,1,1,0,0,1,0,6,17,1,0,1,0,2 +kindeel01,1956,1,SLN,NL,22,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +kindeel01,1956,2,CHA,AL,29,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +kingch01,1956,1,DET,AL,7,9,0,2,0,0,0,0,0,0,1,4,0,0,0,0,0 +kingji01,1956,1,CHN,NL,118,317,32,79,13,2,15,54,1,2,30,40,5,1,2,4,4 +kingne01,1956,1,PIT,NL,38,6,0,0,0,0,0,0,0,0,0,2,0,0,2,0,0 +klausbi01,1956,1,BOS,AL,135,520,91,141,29,5,7,59,1,0,90,43,0,1,6,3,7 +klinero01,1956,1,PIT,NL,44,79,2,10,0,0,0,3,1,0,4,26,0,0,5,1,0 +klippjo01,1956,1,CIN,NL,37,71,4,7,0,0,0,3,0,0,3,19,0,0,8,0,1 +kluszte01,1956,1,CIN,NL,138,517,91,156,14,1,35,102,1,0,49,31,22,3,0,5,11 +konstji01,1956,1,NYA,AL,8,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +konstji01,1956,2,SLN,NL,27,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0 +koufasa01,1956,1,BRO,NL,16,17,0,2,0,0,0,0,0,0,2,12,0,0,0,0,0 +kravida01,1956,1,PIT,NL,32,68,6,18,2,2,2,10,1,1,5,9,1,0,0,1,2 +kretllo01,1956,1,KC1,AL,25,33,1,2,0,0,0,0,0,0,4,19,0,0,4,0,0 +kucksjo01,1956,1,NYA,AL,34,77,7,11,1,0,0,1,0,0,7,25,0,1,6,0,0 +kuennha01,1956,1,DET,AL,146,591,96,196,32,7,12,88,9,5,55,34,3,3,0,8,11 +kuhnke01,1956,1,CLE,AL,27,22,7,6,1,0,0,2,0,1,0,4,0,0,0,0,0 +labincl01,1956,1,BRO,NL,62,23,0,2,0,0,0,1,0,0,1,14,0,1,0,0,1 +landrho01,1956,1,CHN,NL,111,312,22,69,10,3,4,32,0,2,39,38,15,1,7,3,2 +lapalpa01,1956,1,SLN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lapalpa01,1956,2,CIN,NL,11,4,1,2,1,0,0,0,0,0,0,1,0,0,2,0,0 +lapalpa01,1956,3,CHA,AL,29,6,0,0,0,0,0,1,0,0,0,3,0,0,1,0,0 +larsedo01,1956,1,NYA,AL,45,79,10,19,5,0,2,12,0,0,6,17,0,0,1,0,2 +laryfr01,1956,1,DET,AL,41,103,14,19,2,0,1,12,0,0,8,25,0,0,6,2,5 +lasorto01,1956,1,KC1,AL,19,13,0,1,0,0,0,0,0,0,0,4,0,0,0,0,1 +lauch01,1956,1,DET,AL,3,9,1,2,0,0,0,0,0,0,0,1,0,0,0,0,0 +lawrebr01,1956,1,CIN,NL,49,70,4,11,2,1,0,4,0,0,2,28,0,1,6,2,2 +lawve01,1956,1,PIT,NL,39,57,3,10,1,0,1,8,0,0,4,16,0,0,3,1,1 +lehmake01,1956,1,BRO,NL,25,10,0,3,1,0,0,3,0,0,0,0,0,0,0,0,0 +lemonbo01,1956,1,CLE,AL,43,93,8,18,0,0,5,12,0,0,9,21,0,1,7,0,1 +lemonji01,1956,1,WS1,AL,146,538,77,146,21,11,27,96,2,4,65,138,2,2,2,6,12 +lennobo01,1956,1,NY1,NL,26,55,3,10,1,0,0,1,0,0,4,17,1,0,0,1,0 +lepcite01,1956,1,BOS,AL,83,284,34,74,10,0,15,51,1,3,30,77,1,3,2,2,4 +liddldo01,1956,1,NY1,NL,11,12,2,2,0,0,0,0,0,0,1,2,0,0,3,0,0 +liddldo01,1956,2,SLN,NL,15,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lipetan01,1956,1,PHI,NL,6,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +littldi01,1956,1,PIT,NL,6,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +littldi01,1956,2,SLN,NL,3,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +littldi01,1956,3,NY1,NL,31,24,0,2,0,0,0,2,0,0,1,9,0,0,1,0,0 +locklst01,1956,1,CLE,AL,9,6,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +lockmwh01,1956,1,NY1,NL,48,169,13,46,7,1,1,10,0,2,16,17,2,0,3,1,1 +lockmwh01,1956,2,SLN,NL,70,193,14,48,0,2,0,10,2,2,18,8,4,0,1,1,2 +loesbi01,1956,1,BRO,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +loesbi01,1956,2,BAL,AL,21,17,0,3,0,0,0,0,0,0,0,7,0,0,1,0,0 +loganjo01,1956,1,ML1,NL,148,545,69,153,27,5,15,46,3,0,46,49,2,5,31,4,13 +lollash01,1956,1,CHA,AL,136,450,55,132,28,2,11,75,2,0,53,34,4,16,2,6,19 +longda02,1956,1,PIT,NL,148,517,64,136,20,7,27,91,1,0,54,85,11,0,0,11,10 +lonnejo01,1956,1,PHI,NL,16,22,2,4,0,0,0,0,0,0,2,7,0,0,0,0,1 +lopatst01,1956,1,PHI,NL,146,535,96,143,33,7,32,95,5,2,75,93,10,1,4,9,17 +lopezhe01,1956,1,KC1,AL,151,561,91,153,27,3,18,69,4,5,63,73,3,3,8,4,13 +lowntu01,1956,1,CHN,NL,61,23,2,5,0,1,1,2,0,0,2,11,0,0,1,0,0 +lumpeje01,1956,1,NYA,AL,20,62,12,16,3,0,0,4,1,1,5,11,2,0,1,0,1 +luttrly01,1956,1,WS1,AL,38,122,17,23,5,3,2,9,5,1,8,19,0,3,4,1,7 +lynchje01,1956,1,PIT,NL,19,19,1,3,0,1,0,0,0,0,1,4,0,0,0,0,0 +maasdu01,1956,1,DET,AL,26,16,1,3,1,0,0,1,0,1,2,8,0,0,0,0,0 +maglisa01,1956,1,CLE,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +maglisa01,1956,2,BRO,NL,28,70,1,9,0,0,0,2,0,0,1,29,0,0,2,0,1 +malzofr01,1956,1,BOS,AL,27,103,15,17,3,1,2,11,1,0,9,8,0,0,2,1,5 +mangaji01,1956,1,NY1,NL,20,20,2,2,0,0,0,1,0,0,4,6,0,0,1,0,1 +mantife01,1956,1,ML1,NL,35,53,9,15,1,1,0,3,0,1,1,8,0,1,1,0,1 +mantlmi01,1956,1,NYA,AL,150,533,132,188,22,5,52,130,10,1,112,99,6,2,1,4,4 +margojo01,1956,1,NY1,NL,23,29,1,3,0,0,1,1,0,0,0,8,0,0,3,0,0 +marlodi01,1956,1,DET,AL,7,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +marlodi01,1956,2,CHA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +marshfr01,1956,1,BAL,AL,20,24,2,3,0,0,0,0,1,0,4,3,0,0,0,0,0 +martibi02,1956,1,NYA,AL,121,458,76,121,24,5,9,49,7,3,30,56,0,3,8,5,8 +martimo01,1956,1,CHA,AL,10,5,1,1,0,0,0,0,0,0,1,1,0,0,0,0,0 +martimo01,1956,2,BAL,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mastewa02,1956,1,DET,AL,35,4,0,1,0,0,0,1,0,0,0,1,0,0,0,0,0 +matheed01,1956,1,ML1,NL,151,552,103,150,21,2,37,95,6,0,91,86,17,1,3,4,4 +mauchge01,1956,1,BOS,AL,7,25,4,8,0,0,0,1,0,0,3,3,0,0,0,0,1 +maxwech01,1956,1,DET,AL,141,500,96,163,14,3,28,87,1,1,79,74,1,2,3,8,5 +mayswi01,1956,1,NY1,NL,152,578,101,171,27,8,36,84,40,10,68,65,20,1,0,3,16 +mazerbi01,1956,1,PIT,NL,81,255,30,62,8,1,3,14,0,0,18,24,1,0,4,0,4 +mccalwi01,1956,1,NY1,NL,46,15,0,3,0,0,0,0,0,0,0,3,0,0,0,0,0 +mccormi03,1956,1,NY1,NL,3,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcculcl01,1956,1,CHN,NL,14,19,0,4,1,0,0,1,0,0,0,5,0,0,2,1,1 +mcdanli01,1956,1,SLN,NL,39,32,1,7,4,0,0,2,0,0,1,10,0,0,0,0,1 +mcdermi03,1956,1,NYA,AL,46,52,4,11,0,0,1,4,0,0,8,13,0,0,1,0,4 +mcdonji04,1956,1,CHA,AL,8,5,1,0,0,0,0,0,0,0,1,3,0,0,0,0,0 +mcdougi01,1956,1,NYA,AL,120,438,79,136,13,3,13,56,3,8,68,59,1,3,7,2,5 +mclisca01,1956,1,CLE,AL,39,9,2,1,1,0,0,2,0,0,6,4,0,0,0,0,0 +mcmahja02,1956,1,PIT,NL,11,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +mcmahja02,1956,2,KC1,AL,23,14,0,0,0,0,0,0,0,0,0,7,0,0,0,0,0 +mcmilro01,1956,1,CIN,NL,150,479,51,126,16,7,3,62,4,3,76,54,9,5,8,6,14 +melesa01,1956,1,CLE,AL,57,114,17,29,7,0,4,20,0,1,12,20,0,0,0,2,4 +meltoda01,1956,1,KC1,AL,3,3,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +meyerja01,1956,1,PHI,NL,41,20,1,4,0,0,1,1,0,0,1,7,0,0,2,0,2 +meyerru01,1956,1,CHN,NL,20,12,0,1,0,0,0,0,0,0,1,3,0,0,2,0,0 +meyerru01,1956,2,CIN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +miksied01,1956,1,CHN,NL,114,356,54,85,10,3,9,27,4,2,32,40,2,1,5,1,10 +millebo02,1956,1,PHI,NL,49,22,1,2,0,0,0,0,0,0,1,7,0,0,2,0,1 +millebo03,1956,1,DET,AL,11,7,0,1,1,0,0,0,0,0,1,2,0,0,0,0,0 +millest01,1956,1,SLN,NL,4,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +millest01,1956,2,PHI,NL,29,25,7,4,1,0,0,1,0,0,8,2,0,0,1,0,0 +minarru01,1956,1,BOS,AL,3,2,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0 +minnepa01,1956,1,CHN,NL,10,12,2,3,2,1,0,0,0,0,0,6,0,0,0,0,0 +minosmi01,1956,1,CHA,AL,151,545,106,172,29,11,21,88,12,6,86,40,4,23,4,7,10 +miranwi01,1956,1,BAL,AL,148,461,38,100,16,4,2,34,3,6,46,73,3,0,5,1,8 +mitchda01,1956,1,CLE,AL,38,30,2,4,0,0,0,6,0,0,7,2,1,0,0,0,0 +mitchda01,1956,2,BRO,NL,19,24,3,7,1,0,0,1,0,0,0,3,0,0,0,0,2 +mizelvi01,1956,1,SLN,NL,33,75,5,8,1,0,0,4,0,0,4,16,0,1,5,0,4 +moellro01,1956,1,BAL,AL,4,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +monzara01,1956,1,NY1,NL,6,4,2,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +moonwa01,1956,1,SLN,NL,149,540,86,161,22,11,16,68,12,9,80,50,7,1,1,0,13 +moorera02,1956,1,BAL,AL,32,70,9,19,3,0,2,6,0,0,2,21,0,1,4,0,0 +morgabo01,1956,1,PHI,NL,8,25,1,5,0,0,0,1,0,0,6,4,0,0,0,0,1 +morgabo01,1956,2,SLN,NL,61,113,14,22,7,0,3,20,0,2,15,24,0,0,1,1,4 +morgato01,1956,1,NYA,AL,41,13,1,2,0,0,0,0,0,0,1,5,0,0,3,0,0 +morynwa01,1956,1,CHN,NL,147,529,69,151,27,3,23,67,4,2,50,67,2,3,1,5,9 +mossido01,1956,1,CLE,AL,48,20,1,3,2,0,0,2,0,0,2,10,0,0,0,0,1 +mossle01,1956,1,CHA,AL,56,127,20,31,4,0,10,22,0,0,18,15,0,0,2,0,7 +muelldo01,1956,1,NY1,NL,138,453,38,122,12,1,5,41,0,1,15,7,2,0,2,4,18 +mungere01,1956,1,PIT,NL,35,28,2,3,1,0,0,2,0,0,2,11,0,1,2,0,0 +murffre01,1956,1,ML1,NL,14,5,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +musiast01,1956,1,SLN,NL,156,594,87,184,33,6,27,109,2,0,75,39,15,3,3,7,19 +myersri01,1956,1,CHN,NL,4,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +naragha01,1956,1,CLE,AL,53,122,11,35,3,1,3,18,0,0,13,9,2,1,2,2,3 +naranch01,1956,1,PIT,NL,17,7,1,1,1,0,0,1,0,0,0,2,0,0,0,1,0 +narlera01,1956,1,CLE,AL,32,8,1,2,0,0,0,0,0,0,1,4,0,0,0,0,0 +nealch01,1956,1,BRO,NL,62,136,22,39,5,1,2,14,2,2,14,19,1,0,0,0,2 +negraro01,1956,1,PHI,NL,39,7,0,3,0,0,0,0,0,0,1,3,0,0,1,0,0 +nelsoro01,1956,1,BRO,NL,31,96,7,20,2,0,4,15,0,0,4,10,1,0,0,2,2 +nelsoro01,1956,2,SLN,NL,38,56,6,13,5,0,3,8,0,0,6,6,1,0,0,0,2 +nelsote01,1956,1,BAL,AL,39,68,5,14,2,0,0,5,0,0,7,22,0,0,0,1,2 +newcodo01,1956,1,BRO,NL,52,111,13,26,6,0,2,16,1,0,12,18,0,1,3,1,4 +nichoch02,1956,1,ML1,NL,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +niemabo01,1956,1,CHA,AL,14,40,3,12,1,0,2,4,0,1,4,4,2,0,0,0,4 +niemabo01,1956,2,BAL,AL,114,388,60,125,20,6,12,64,1,5,86,59,3,0,1,3,10 +nixonwi01,1956,1,BOS,AL,23,54,4,11,1,0,0,5,0,0,3,6,0,0,2,1,1 +norenir01,1956,1,NYA,AL,29,37,4,8,1,0,0,6,0,0,12,7,2,0,0,0,1 +northro01,1956,1,CHA,AL,53,48,4,17,2,0,3,23,0,0,8,1,2,0,0,4,2 +nuxhajo01,1956,1,CIN,NL,44,59,6,11,2,1,2,7,0,0,4,15,0,0,4,1,1 +obrieed01,1956,1,PIT,NL,63,53,17,14,2,0,0,3,1,1,2,2,0,0,3,0,0 +obriejo03,1956,1,PIT,NL,73,104,13,18,1,0,0,3,0,0,5,7,0,0,4,1,2 +oconnda02,1956,1,ML1,NL,139,498,71,119,17,9,2,42,3,3,76,42,0,4,16,4,6 +odellbi01,1956,1,BAL,AL,4,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +oldhajo01,1956,1,CIN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +olsonka01,1956,1,WS1,AL,106,313,34,77,10,2,4,22,1,1,28,41,1,1,6,5,13 +oraveer01,1956,1,WS1,AL,88,137,20,34,3,2,0,11,1,0,27,20,0,0,2,1,1 +owensji01,1956,1,PHI,NL,10,6,1,1,0,0,0,2,0,0,1,3,0,0,1,0,0 +pafkoan01,1956,1,ML1,NL,45,93,15,24,5,0,2,9,0,0,10,13,0,0,1,0,0 +paineph01,1956,1,ML1,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +palicer01,1956,1,BAL,AL,30,32,4,5,0,0,0,0,0,0,0,10,0,0,0,0,1 +palysst01,1956,1,CIN,NL,40,53,5,12,0,0,2,5,0,0,6,13,0,0,0,1,0 +parneme01,1956,1,BOS,AL,21,46,4,7,1,0,0,0,0,0,2,11,0,0,4,0,0 +pascuca02,1956,1,WS1,AL,43,58,3,8,2,1,0,2,0,0,2,6,0,1,6,0,3 +paulaca01,1956,1,WS1,AL,33,82,8,15,2,1,3,13,0,2,8,15,0,0,0,2,5 +peetech01,1956,1,SLN,NL,23,52,3,10,2,2,0,6,0,2,6,10,0,1,0,0,6 +pendlji01,1956,1,ML1,NL,14,11,0,0,0,0,0,0,0,0,1,3,0,0,0,0,1 +peppela01,1956,1,PIT,NL,11,6,1,0,0,0,0,0,0,0,1,4,0,0,0,0,0 +phillbu02,1956,1,CHA,AL,67,99,16,27,6,0,2,11,1,2,6,12,0,1,1,0,0 +phillda01,1956,1,BAL,AL,32,117,13,24,4,2,1,17,3,1,18,13,3,0,0,1,7 +phillda01,1956,2,CHA,AL,86,279,44,74,14,2,4,47,1,3,28,27,0,1,2,6,9 +phillja02,1956,1,DET,AL,67,224,31,66,13,2,1,20,1,1,21,19,0,0,1,1,11 +phillta01,1956,1,ML1,NL,23,21,0,0,0,0,0,0,0,0,2,11,0,0,1,0,0 +piercbi02,1956,1,CHA,AL,39,102,6,16,0,0,0,3,0,0,3,22,0,1,7,0,3 +piersji01,1956,1,BOS,AL,155,601,91,176,40,6,14,87,7,7,58,48,2,1,9,12,19 +piktuge01,1956,1,CHN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pilaral01,1956,1,KC1,AL,69,239,28,60,10,1,4,22,9,2,30,32,1,0,2,1,2 +pilledu01,1956,1,PHI,NL,20,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1 +pisonji01,1956,1,KC1,AL,10,30,4,8,0,0,2,5,0,0,2,8,0,0,0,1,2 +plessra01,1956,1,KC1,AL,48,85,4,23,3,1,0,9,0,1,10,13,0,1,0,0,5 +plewshe01,1956,1,WS1,AL,91,256,24,69,10,7,1,25,1,2,26,40,3,1,0,2,6 +poholto01,1956,1,SLN,NL,33,69,7,11,2,0,0,3,0,0,1,14,0,0,3,0,2 +polleho01,1956,1,CHA,AL,12,8,1,3,0,0,0,1,0,0,0,3,0,0,1,0,0 +polleho01,1956,2,PIT,NL,19,1,1,0,0,0,0,0,0,0,1,0,0,0,1,0,0 +popeda01,1956,1,BAL,AL,12,19,1,3,0,0,0,1,0,0,0,7,0,1,1,0,0 +popeda01,1956,2,CLE,AL,25,70,6,17,3,1,0,3,0,0,1,12,0,0,0,1,0 +portebo01,1956,1,BOS,AL,25,43,4,14,0,0,1,5,0,0,1,10,0,1,1,1,1 +porteja01,1956,1,DET,AL,14,21,0,2,0,0,0,3,0,0,0,8,0,0,0,1,1 +portoar01,1956,1,KC1,AL,3,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +postwa01,1956,1,CIN,NL,143,539,94,134,25,3,36,83,6,0,37,124,2,4,4,2,10 +powerjo01,1956,1,PIT,NL,11,21,0,1,0,0,0,0,0,0,1,4,0,0,0,0,2 +powervi01,1956,1,KC1,AL,127,530,77,164,21,5,14,63,2,2,24,16,2,1,3,1,5 +purkebo01,1956,1,PIT,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pyburji01,1956,1,BAL,AL,84,156,23,27,3,3,2,11,4,1,17,26,0,0,1,2,4 +ramospe01,1956,1,WS1,AL,56,44,9,9,0,2,0,2,0,1,2,16,0,0,4,0,1 +reesepe01,1956,1,BRO,NL,147,572,85,147,19,2,9,46,13,4,56,69,1,1,15,4,14 +regalru01,1956,1,CLE,AL,16,47,4,11,1,0,0,2,0,0,4,1,0,1,0,0,1 +rennabi01,1956,1,KC1,AL,33,48,12,13,3,0,2,5,1,0,3,10,0,0,0,0,1 +repulri01,1956,1,SLN,NL,112,376,44,104,18,3,11,55,2,2,24,46,3,7,1,2,14 +rhodedu01,1956,1,NY1,NL,111,244,20,53,10,3,8,33,0,0,30,41,2,0,0,2,9 +ricede01,1956,1,ML1,NL,71,188,15,40,9,1,3,17,0,0,18,34,7,0,2,0,5 +richabo01,1956,1,NYA,AL,5,7,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +ridzist01,1956,1,NY1,NL,44,28,3,7,1,0,0,0,0,0,0,8,0,0,0,0,2 +riverji01,1956,1,CHA,AL,139,491,76,125,23,5,12,66,20,9,49,75,2,3,6,6,3 +rizzuph01,1956,1,NYA,AL,31,52,6,12,0,0,0,6,3,0,6,6,0,0,7,0,1 +robercu01,1956,1,PIT,NL,31,62,6,11,5,2,0,4,1,0,5,12,0,0,1,0,1 +roberro01,1956,1,PHI,NL,43,100,8,20,2,1,1,8,0,0,6,13,0,1,3,2,3 +robinbr01,1956,1,BAL,AL,15,44,5,10,4,0,1,1,0,0,1,5,0,0,0,0,0 +robined01,1956,1,NYA,AL,26,54,7,12,1,0,5,11,0,1,5,3,1,3,0,0,0 +robined01,1956,2,KC1,AL,75,172,13,34,5,1,2,12,0,0,26,20,1,2,1,1,7 +robinfr02,1956,1,CIN,NL,152,572,122,166,27,6,38,83,8,4,64,95,7,20,8,4,14 +robinhu01,1956,1,ML1,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +robinja02,1956,1,BRO,NL,117,357,61,98,15,2,10,43,12,5,60,32,2,3,9,2,9 +roebued01,1956,1,BRO,NL,43,18,3,6,2,0,0,1,0,0,0,4,0,0,1,0,0 +rogovsa01,1956,1,PHI,NL,22,36,0,4,0,0,0,2,0,1,0,8,0,0,3,0,0 +roigto01,1956,1,WS1,AL,44,119,11,25,5,2,0,7,2,0,20,29,0,0,1,1,6 +roselbo01,1956,1,ML1,NL,4,2,1,1,0,0,1,1,0,0,0,1,0,0,0,0,0 +rosenal01,1956,1,CLE,AL,121,416,64,111,18,2,15,61,1,3,58,44,4,0,0,7,13 +rossbo01,1956,1,PHI,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +runnepe01,1956,1,WS1,AL,147,578,72,179,29,9,8,76,5,5,58,64,2,2,4,4,18 +rushbo01,1956,1,CHN,NL,32,82,6,8,1,0,0,2,0,0,6,37,0,0,4,0,1 +sanfoja02,1956,1,PHI,NL,3,3,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +santijo01,1956,1,KC1,AL,9,5,1,2,0,0,0,0,0,0,0,1,0,0,1,0,0 +sarnibi01,1956,1,SLN,NL,43,148,12,43,7,2,5,22,1,0,8,15,2,1,1,1,4 +sarnibi01,1956,2,NY1,NL,78,238,16,55,9,3,5,23,0,1,20,31,2,1,3,3,4 +sauerha01,1956,1,SLN,NL,75,151,11,45,4,0,5,24,0,0,25,31,3,3,0,2,5 +scantpa01,1956,1,CIN,NL,8,3,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +schmijo01,1956,1,BOS,AL,2,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +schmijo01,1956,2,BAL,AL,18,9,1,0,0,0,0,0,0,0,0,6,0,0,1,0,0 +schmiwi01,1956,1,SLN,NL,33,43,3,10,1,0,0,0,0,0,2,16,0,0,3,0,0 +schoere01,1956,1,SLN,NL,40,153,22,48,9,0,0,15,0,1,13,5,0,0,1,1,2 +schoere01,1956,2,NY1,NL,92,334,39,99,12,3,2,14,1,2,28,10,1,2,2,2,11 +schofdi01,1956,1,SLN,NL,16,30,3,3,2,0,0,1,0,0,0,6,0,0,0,0,1 +schular01,1956,1,CIN,NL,5,7,3,3,0,0,0,2,0,0,1,1,0,0,0,0,0 +scorehe01,1956,1,CLE,AL,35,87,11,16,3,0,1,8,0,1,9,32,0,0,4,0,1 +seminan01,1956,1,PHI,NL,60,161,16,32,3,1,7,23,3,0,31,38,7,1,2,0,8 +shantbo01,1956,1,KC1,AL,51,22,2,2,1,0,0,1,0,0,2,4,0,0,2,0,1 +shepaja01,1956,1,PIT,NL,100,256,24,62,11,2,7,30,1,1,25,37,5,0,8,1,8 +siebeno01,1956,1,NYA,AL,54,162,27,33,1,4,4,21,1,1,19,38,0,0,2,1,3 +sievero01,1956,1,WS1,AL,152,550,92,139,27,2,29,95,0,0,100,88,10,5,0,4,12 +silveal01,1956,1,CIN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +silvech01,1956,1,NYA,AL,7,9,0,2,0,0,0,0,0,0,2,3,0,0,0,0,1 +simmocu01,1956,1,PHI,NL,39,72,6,17,3,0,0,9,0,0,4,9,0,0,2,1,0 +simpsha01,1956,1,KC1,AL,141,543,76,159,22,11,21,105,2,3,47,82,8,1,1,5,19 +sisleda01,1956,1,BOS,AL,39,42,4,5,0,0,0,2,0,0,4,13,0,0,4,1,0 +skinnbo01,1956,1,PIT,NL,113,233,29,47,8,3,5,29,1,1,26,50,1,1,0,2,6 +skizalo01,1956,1,NYA,AL,6,6,0,1,0,0,0,1,0,0,0,2,0,0,0,0,0 +skizalo01,1956,2,KC1,AL,83,297,39,94,11,3,11,39,3,1,15,17,1,0,2,3,13 +skowrbi01,1956,1,NYA,AL,134,464,78,143,21,6,23,90,4,4,50,60,3,6,2,1,16 +slaugen01,1956,1,KC1,AL,91,223,37,62,14,3,2,23,1,0,29,20,1,1,1,1,6 +slaugen01,1956,2,NYA,AL,24,83,15,24,4,2,0,4,1,1,5,6,0,0,1,0,0 +sleatlo01,1956,1,ML1,NL,25,10,1,5,0,0,0,2,0,0,1,3,0,0,0,0,0 +smallji01,1956,1,DET,AL,58,91,13,29,4,2,0,10,0,0,6,10,0,0,2,0,1 +smallro01,1956,1,PHI,NL,65,168,14,38,9,3,0,16,0,0,23,29,4,1,2,0,4 +smithal04,1956,1,CLE,AL,141,526,87,144,26,5,16,71,6,3,84,72,7,8,2,6,15 +smithfr06,1956,1,CIN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithha08,1956,1,BAL,AL,77,229,16,60,14,0,3,18,1,0,17,22,3,1,2,1,16 +smithha08,1956,2,KC1,AL,37,142,15,39,9,2,2,24,1,1,3,12,0,0,0,3,2 +smithha09,1956,1,SLN,NL,75,227,27,64,12,0,5,23,1,0,15,22,4,0,0,0,7 +snidedu01,1956,1,BRO,NL,151,542,112,158,33,2,43,101,3,3,99,101,26,1,6,4,16 +snydeje01,1956,1,WS1,AL,43,148,14,40,3,1,2,14,1,0,10,9,0,1,2,0,6 +spahnwa01,1956,1,ML1,NL,39,105,8,22,3,0,3,10,1,0,4,32,0,0,2,0,3 +spencda01,1956,1,NY1,NL,146,489,46,108,13,2,14,42,1,3,35,65,2,3,4,3,10 +spicebo01,1956,1,KC1,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stalege01,1956,1,NYA,AL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stalege01,1956,2,CHA,AL,26,32,2,3,0,0,0,1,0,1,2,6,0,0,1,0,0 +stephge01,1956,1,BOS,AL,104,63,22,17,2,0,1,7,0,1,12,12,0,0,0,0,1 +stewabu02,1956,1,WS1,AL,34,28,2,7,0,0,0,2,0,0,0,9,0,0,4,0,2 +stobbch01,1956,1,WS1,AL,38,84,3,15,3,0,0,9,0,1,2,15,0,1,4,1,3 +stonede01,1956,1,WS1,AL,42,34,3,3,1,0,0,1,0,0,4,22,0,2,2,0,0 +streuwa01,1956,1,DET,AL,3,8,0,2,1,0,0,1,0,0,1,2,0,0,0,0,0 +stricge01,1956,1,CLE,AL,85,171,22,36,1,2,3,17,0,1,22,27,0,0,5,1,6 +sturdto01,1956,1,NYA,AL,32,64,5,20,1,1,0,5,0,0,0,7,0,0,3,1,0 +sullifr01,1956,1,BOS,AL,34,85,4,12,1,0,0,3,0,0,2,21,0,0,7,1,3 +sundigo01,1956,1,BAL,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +surkoma01,1956,1,PIT,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +surkoma01,1956,2,SLN,NL,5,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +surkoma01,1956,3,NY1,NL,8,9,1,1,0,0,0,1,0,0,1,3,0,0,2,0,0 +suscege02,1956,1,BOS,AL,21,18,2,4,2,0,0,0,0,0,4,6,0,0,0,0,0 +swansre01,1956,1,PIT,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tannech01,1956,1,ML1,NL,60,63,6,15,2,0,1,4,0,0,10,10,2,0,0,0,3 +tappeel01,1956,1,CHN,NL,3,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +taylobi03,1956,1,NY1,NL,1,4,0,1,1,0,0,0,0,0,0,1,0,0,0,0,0 +templch01,1956,1,BRO,NL,6,3,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +templjo01,1956,1,CIN,NL,154,632,88,180,18,3,2,41,14,4,58,40,0,1,17,4,12 +terryra01,1956,1,NYA,AL,3,6,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +terwiwa01,1956,1,NY1,NL,14,18,0,4,1,0,0,0,0,0,0,5,0,0,0,0,0 +tettedi01,1956,1,WS1,AL,18,64,10,10,1,2,1,9,0,1,14,15,0,0,3,1,0 +thomafr03,1956,1,PIT,NL,157,588,69,166,24,3,25,80,0,5,36,61,5,5,2,6,22 +thompha02,1956,1,NY1,NL,83,183,24,43,9,0,8,29,2,1,31,26,2,1,2,2,2 +thompti01,1956,1,KC1,AL,92,268,21,73,13,2,1,27,2,4,17,23,1,2,0,1,4 +thomsbo01,1956,1,ML1,NL,142,451,59,106,10,4,20,74,2,4,43,75,4,2,5,4,9 +thronfa01,1956,1,BOS,AL,24,50,6,11,2,0,1,3,0,0,3,16,0,0,1,0,1 +thurmbo01,1956,1,CIN,NL,80,139,25,41,5,2,8,22,0,0,10,14,2,0,0,1,3 +torgeea01,1956,1,DET,AL,117,318,61,84,9,3,12,42,6,4,78,47,0,0,1,3,5 +torrefr01,1956,1,ML1,NL,111,159,17,41,6,0,0,16,1,0,11,4,2,0,4,1,5 +tremebi01,1956,1,CHN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +triangu01,1956,1,BAL,AL,131,452,47,126,18,1,21,88,0,0,48,73,4,2,3,4,21 +trowbbo01,1956,1,ML1,NL,19,7,1,0,0,0,0,0,0,0,1,3,0,0,1,0,0 +truckvi01,1956,1,DET,AL,22,45,4,11,2,0,0,2,0,1,0,4,0,0,2,0,0 +turlebo01,1956,1,NYA,AL,27,46,5,8,2,0,0,3,0,1,3,16,0,0,3,0,0 +tuttlbi01,1956,1,DET,AL,140,546,61,138,22,4,9,65,5,4,38,48,1,1,4,3,18 +valdijo01,1956,1,WS1,AL,90,246,18,58,8,2,4,29,3,1,29,36,1,1,2,1,8 +valenvi01,1956,1,CHN,NL,42,20,0,2,0,0,0,0,0,1,1,10,0,0,1,0,0 +valoel01,1956,1,KC1,AL,9,9,1,2,0,0,0,2,0,0,1,1,0,0,0,1,0 +valoel01,1956,2,PHI,NL,98,291,40,84,13,3,5,37,7,6,48,21,6,3,1,2,7 +vernomi01,1956,1,BOS,AL,119,403,67,125,28,4,15,84,1,0,57,40,6,7,2,2,12 +virdobi01,1956,1,SLN,NL,24,71,10,15,2,0,2,9,0,1,5,8,2,1,2,1,0 +virdobi01,1956,2,PIT,NL,133,509,67,170,21,10,8,37,6,6,33,63,7,1,2,2,12 +virgioz01,1956,1,NY1,NL,3,12,2,5,1,1,0,2,1,0,0,0,0,0,0,0,0 +wadega01,1956,1,CHN,NL,10,12,0,0,0,0,0,0,0,0,1,0,0,0,0,0,2 +walkeru01,1956,1,BRO,NL,54,146,5,31,6,1,3,20,0,1,7,18,2,0,1,2,3 +wallsle01,1956,1,PIT,NL,143,474,72,130,20,11,11,54,3,5,50,83,0,2,9,2,11 +wardpr01,1956,1,PIT,NL,16,30,3,10,0,1,1,11,0,0,6,4,0,0,0,1,0 +wardpr01,1956,2,CLE,AL,87,150,18,38,10,0,6,21,0,0,16,20,0,0,4,0,0 +waterfr02,1956,1,PIT,NL,23,20,1,1,0,1,0,3,0,0,0,5,0,0,0,0,0 +wehmehe01,1956,1,PHI,NL,3,8,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +wehmehe01,1956,2,SLN,NL,42,58,6,13,3,0,2,8,0,0,2,17,0,0,1,0,0 +werlege01,1956,1,BAL,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wertzvi01,1956,1,CLE,AL,136,481,65,127,22,0,32,106,0,0,75,87,10,5,0,7,8 +westlwa01,1956,1,PHI,NL,5,4,0,0,0,0,0,0,0,0,1,3,0,0,0,0,0 +westrwe01,1956,1,NY1,NL,68,132,10,29,5,2,3,8,0,0,25,28,5,1,0,1,6 +whisepe01,1956,1,CHN,NL,103,314,37,75,16,3,11,46,8,2,24,53,1,1,5,3,6 +whitebi03,1956,1,NY1,NL,138,508,63,130,23,7,22,59,15,8,47,72,3,4,5,4,6 +whitesa02,1956,1,BOS,AL,114,392,28,96,15,2,5,44,2,1,35,40,7,0,2,4,18 +wieslbo01,1956,1,WS1,AL,38,33,0,3,1,0,0,0,0,0,0,12,0,0,4,0,2 +wightbi01,1956,1,BAL,AL,35,60,2,12,0,0,0,4,0,0,2,26,0,0,2,0,0 +wilheho01,1956,1,NY1,NL,64,9,0,2,0,0,0,0,0,0,0,1,0,0,0,0,0 +willidi02,1956,1,BRO,NL,7,7,0,2,0,0,0,0,0,0,0,1,0,0,0,0,0 +willidi02,1956,2,BAL,AL,87,353,45,101,18,4,11,37,5,5,30,40,1,0,7,0,10 +willite01,1956,1,BOS,AL,136,400,71,138,28,2,24,82,0,0,102,39,11,1,0,0,13 +wilsoge01,1956,1,NY1,NL,53,68,5,9,1,0,1,2,0,0,5,14,1,0,0,0,1 +wilsoge01,1956,2,NYA,AL,11,12,1,2,0,0,0,0,0,0,3,0,0,0,0,0,0 +wilsoji02,1956,1,BAL,AL,7,15,3,4,1,0,0,1,0,0,4,3,0,0,0,0,1 +wilsoji02,1956,2,CHA,AL,28,62,6,19,2,0,1,8,0,0,1,13,0,0,2,1,2 +wilsore01,1956,1,DET,AL,78,228,32,66,12,2,7,38,2,1,42,18,7,0,3,5,6 +winceed01,1956,1,CHN,NL,15,17,1,2,0,0,0,0,0,0,1,3,0,0,0,0,1 +wojeype01,1956,1,DET,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +woodeha01,1956,1,DET,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +woodlge01,1956,1,CLE,AL,100,317,56,83,17,0,8,38,2,6,69,29,2,3,7,3,6 +worthal01,1956,1,NY1,NL,28,51,4,12,1,0,1,3,0,0,0,12,0,0,6,1,0 +wrighro01,1956,1,NY1,NL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wrighto01,1956,1,WS1,AL,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wynnea01,1956,1,CLE,AL,38,101,5,23,5,0,1,15,1,0,7,22,0,0,5,0,1 +yosted01,1956,1,WS1,AL,152,515,94,119,17,2,11,53,8,5,151,82,9,8,9,1,8 +youngbo01,1956,1,CLE,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +zauchno01,1956,1,BOS,AL,44,84,12,18,2,0,2,11,0,0,14,22,0,1,0,0,4 +zernigu01,1956,1,KC1,AL,109,272,36,61,12,0,16,44,2,0,33,66,2,4,0,2,5 +zimmedo01,1956,1,BRO,NL,17,20,4,6,1,0,0,2,0,1,0,7,0,1,0,0,1 +zuverge01,1956,1,BAL,AL,62,17,0,2,0,0,0,2,0,0,1,7,0,0,4,0,0 +aaronha01,1957,1,ML1,NL,151,615,118,198,27,6,44,132,1,1,57,58,15,0,0,3,13 +aberal01,1957,1,DET,AL,28,8,0,1,0,0,0,1,0,0,1,4,0,0,0,0,0 +aberal01,1957,2,KC1,AL,3,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +abernte02,1957,1,WS1,AL,26,24,3,4,1,0,0,1,0,0,1,5,0,1,2,0,2 +ackerto01,1957,1,CIN,NL,49,19,1,1,0,0,0,0,0,0,3,15,0,1,2,0,0 +adamsbo03,1957,1,CHN,NL,60,187,21,47,10,2,1,10,0,3,17,28,0,2,5,0,2 +adcocjo01,1957,1,ML1,NL,65,209,31,60,13,2,12,38,0,0,20,51,3,1,0,1,7 +aguirha01,1957,1,CLE,AL,10,4,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +alexabo01,1957,1,CLE,AL,5,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +alstoto01,1957,1,SLN,NL,9,17,2,5,1,0,0,2,0,0,1,5,0,0,0,0,0 +altobjo01,1957,1,CLE,AL,83,87,9,18,3,2,0,9,3,2,5,14,0,1,2,2,1 +amorosa01,1957,1,BRO,NL,106,238,40,66,7,1,7,26,3,2,46,42,3,3,4,1,6 +amorvi01,1957,1,CIN,NL,9,6,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +anderbo01,1957,1,CHN,NL,8,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +anderha02,1957,1,PHI,NL,118,400,53,107,15,4,17,61,2,3,36,61,7,6,3,6,6 +antonjo02,1957,1,NY1,NL,47,72,8,11,0,1,3,8,0,0,8,19,0,0,1,1,1 +aparilu01,1957,1,CHA,AL,143,575,82,148,22,6,3,41,28,8,52,55,1,0,9,4,7 +arroylu01,1957,1,PIT,NL,56,32,1,5,0,0,0,0,0,0,1,9,0,0,1,0,1 +ashburi01,1957,1,PHI,NL,156,626,93,186,26,8,0,33,13,10,94,44,1,4,1,4,10 +asproke01,1957,1,BOS,AL,24,78,9,21,5,0,0,4,0,1,17,10,0,0,0,1,3 +avilabo01,1957,1,CLE,AL,129,463,60,124,19,3,5,48,2,4,46,47,2,1,16,2,10 +baileed01,1957,1,CIN,NL,122,391,54,102,15,2,20,48,5,3,73,69,9,2,2,4,8 +bakerge02,1957,1,CHN,NL,12,44,4,11,3,1,1,10,0,0,6,3,0,1,0,0,2 +bakerge02,1957,2,PIT,NL,111,365,36,97,19,4,2,36,3,2,29,29,5,1,8,4,8 +bankser01,1957,1,CHN,NL,156,594,113,169,34,6,43,102,8,4,70,85,11,3,2,5,12 +barclcu01,1957,1,NY1,NL,37,58,4,11,1,0,0,4,0,0,1,16,0,1,1,0,0 +barnefr02,1957,1,SLN,NL,4,2,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +batteea01,1957,1,CHA,AL,48,115,12,20,2,3,3,6,0,2,11,38,1,0,3,0,3 +bauerha01,1957,1,NYA,AL,137,479,70,124,22,9,18,65,7,2,42,64,4,4,6,4,8 +baumafr01,1957,1,BOS,AL,4,2,0,1,0,0,0,0,0,0,0,1,0,0,1,0,0 +baumhfr01,1957,1,PHI,NL,2,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +beamoch01,1957,1,BAL,AL,4,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +beardte01,1957,1,CHA,AL,38,78,15,16,1,0,0,7,3,2,18,14,2,0,1,0,1 +becquju01,1957,1,WS1,AL,105,186,14,42,6,2,2,22,3,3,10,29,2,1,2,0,9 +bellaze01,1957,1,NYA,AL,5,10,0,1,0,0,0,0,0,0,1,2,0,0,0,0,0 +bellgu01,1957,1,CIN,NL,121,510,65,149,20,3,13,61,0,1,30,54,5,3,6,6,10 +berbelo01,1957,1,WS1,AL,99,264,24,69,11,2,7,36,0,1,41,38,5,2,1,5,12 +berrayo01,1957,1,NYA,AL,134,482,74,121,14,2,24,82,1,2,57,24,10,1,1,4,11 +bertore01,1957,1,DET,AL,97,295,28,81,16,2,4,28,2,3,19,43,2,4,5,1,7 +bessedo01,1957,1,BRO,NL,27,4,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +blackjo02,1957,1,WS1,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +blakeed01,1957,1,KC1,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +blasido01,1957,1,SLN,NL,154,650,108,176,25,7,8,58,21,9,71,49,4,1,5,1,4 +blaylma01,1957,1,PHI,NL,37,26,5,4,0,0,2,4,0,0,3,8,0,3,0,0,0 +bolgeji01,1957,1,CHN,NL,112,273,28,75,4,1,5,29,0,1,10,36,1,3,1,4,11 +bollifr01,1957,1,DET,AL,146,576,72,149,27,6,15,40,4,9,57,64,3,2,8,1,15 +bollimi01,1957,1,BOS,AL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1 +bollimi01,1957,2,WS1,AL,91,277,29,63,12,1,4,19,2,2,18,59,0,2,4,3,12 +boonera01,1957,1,DET,AL,129,462,48,126,25,3,12,65,1,1,57,47,6,3,4,5,16 +borosst01,1957,1,DET,AL,24,41,4,6,1,0,0,2,0,0,1,8,0,0,0,0,2 +bouched01,1957,1,PHI,NL,154,574,78,168,35,8,17,76,1,0,84,91,6,14,0,3,15 +bowmabo02,1957,1,PHI,NL,99,237,31,63,8,2,6,23,0,0,27,50,1,6,5,3,4 +boydbo01,1957,1,BAL,AL,141,485,73,154,16,8,4,34,2,4,55,31,3,2,8,2,4 +boyercl02,1957,1,KC1,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +boyerke01,1957,1,SLN,NL,142,544,79,144,18,3,19,62,12,8,44,77,8,1,4,5,11 +bressed01,1957,1,NY1,NL,49,127,11,34,2,2,5,10,0,1,4,19,1,2,2,1,2 +breweto01,1957,1,BOS,AL,45,94,15,19,1,0,0,4,0,0,1,23,0,0,4,0,1 +brideji01,1957,1,BAL,AL,91,142,16,38,7,1,1,18,2,0,21,15,2,0,4,0,5 +bridgro01,1957,1,CIN,NL,5,1,1,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +bridgro01,1957,2,WS1,AL,120,391,40,89,17,2,3,47,0,2,40,32,4,2,7,6,17 +briggjo01,1957,1,CHN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brododi01,1957,1,WS1,AL,6,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +brosnji01,1957,1,CHN,NL,41,20,2,5,4,0,0,0,0,0,1,4,0,0,2,0,0 +browndi01,1957,1,CLE,AL,34,114,10,30,4,0,4,22,1,1,4,23,1,0,0,3,1 +brownha01,1957,1,BAL,AL,30,48,2,10,2,1,0,3,0,0,2,9,0,0,6,1,0 +brunege01,1957,1,KC1,AL,4,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +brutobi01,1957,1,ML1,NL,79,306,41,85,16,9,5,30,11,4,19,35,4,1,1,5,2 +buhlbo01,1957,1,ML1,NL,34,73,4,6,0,0,0,4,0,0,6,34,0,0,3,0,1 +bunniji01,1957,1,DET,AL,45,94,10,20,2,1,1,4,0,0,5,29,0,0,5,0,6 +burdele01,1957,1,ML1,NL,41,88,11,13,2,0,2,9,0,0,3,22,0,1,4,1,4 +burgesm01,1957,1,CIN,NL,90,205,29,58,14,1,14,39,0,0,24,16,5,0,0,3,4 +burnewa01,1957,1,KC1,AL,38,32,1,8,0,0,0,1,0,0,1,8,0,0,3,0,1 +burnspe01,1957,1,NY1,NL,10,9,0,0,0,0,0,0,0,0,0,2,0,0,2,0,0 +busbyji01,1957,1,CLE,AL,30,74,9,14,2,1,2,4,0,1,1,8,0,0,3,0,3 +busbyji01,1957,2,BAL,AL,86,288,31,72,10,1,3,19,6,3,23,36,0,0,6,2,3 +byerlbu01,1957,1,WS1,AL,47,15,1,1,0,1,0,1,0,0,0,4,0,0,0,0,0 +byrdha01,1957,1,DET,AL,37,8,0,0,0,0,0,0,0,0,0,2,0,0,2,0,0 +byrneto01,1957,1,NYA,AL,35,37,5,7,2,0,3,8,0,0,3,11,0,0,0,0,0 +caffijo01,1957,1,CLE,AL,32,89,14,24,2,1,3,10,0,1,4,11,2,0,2,0,1 +camparo01,1957,1,BRO,NL,103,330,31,80,9,0,13,62,1,0,34,50,6,4,6,6,11 +cardwdo01,1957,1,PHI,NL,30,35,4,7,1,0,1,2,0,0,0,17,0,1,3,0,0 +careyan01,1957,1,NYA,AL,85,247,30,63,6,5,6,33,2,2,15,42,3,5,4,2,7 +carrach01,1957,1,CLE,AL,125,392,37,108,14,1,8,57,0,2,41,53,2,8,7,6,15 +castlfo01,1957,1,NY1,NL,18,37,7,6,2,0,1,1,0,0,2,8,0,0,0,0,0 +causewa01,1957,1,BAL,AL,14,10,2,2,0,0,0,1,0,0,5,2,2,1,0,1,0 +ceccaar01,1957,1,BAL,AL,20,14,0,0,0,0,0,0,0,0,1,8,0,0,0,0,0 +cervbo01,1957,1,KC1,AL,124,345,35,94,14,2,11,44,1,1,20,57,1,1,2,3,13 +chakabo01,1957,1,WS1,AL,4,7,0,1,0,1,0,2,0,0,0,2,0,0,0,0,0 +chakabo01,1957,2,BOS,AL,18,3,0,2,0,0,0,0,0,0,0,0,0,0,1,0,0 +cheneto01,1957,1,SLN,NL,4,2,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +chrisne01,1957,1,WS1,AL,26,51,6,8,2,1,0,3,0,0,7,7,0,0,0,0,0 +churnch01,1957,1,PIT,NL,5,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cicotal01,1957,1,NYA,AL,20,20,0,3,1,0,0,0,0,0,0,4,0,0,0,0,1 +cimolgi01,1957,1,BRO,NL,142,532,88,156,22,5,10,57,3,1,39,86,1,4,10,5,11 +clarkme01,1957,1,DET,AL,5,7,0,0,0,0,0,1,0,0,0,3,0,0,0,0,1 +clemero01,1957,1,PIT,NL,111,451,42,114,17,7,4,30,0,4,23,45,1,0,0,1,13 +clevete01,1957,1,WS1,AL,52,33,2,7,2,0,0,5,0,0,3,12,0,0,4,1,0 +colavro01,1957,1,CLE,AL,134,461,66,116,26,0,25,84,1,6,71,80,0,1,4,7,12 +coledi01,1957,1,ML1,NL,15,14,1,1,0,0,0,0,0,0,3,5,1,0,2,0,1 +colemje01,1957,1,NYA,AL,72,157,23,42,7,2,2,12,1,1,20,21,0,1,2,0,7 +colemri01,1957,1,KC1,AL,19,9,1,0,0,0,0,0,0,0,1,4,0,0,1,0,0 +collijo01,1957,1,NYA,AL,79,149,17,30,1,0,2,10,2,1,24,18,2,0,0,1,4 +colluja01,1957,1,CHN,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +colluja01,1957,2,BRO,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +conlege01,1957,1,ML1,NL,35,46,1,9,2,0,0,2,0,0,1,14,0,0,2,0,0 +consobi01,1957,1,BOS,AL,68,196,26,53,6,1,4,19,1,3,23,48,0,0,2,1,4 +constji01,1957,1,NY1,NL,16,5,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +consusa01,1957,1,BAL,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +consusa01,1957,2,NY1,NL,4,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +coopewa01,1957,1,SLN,NL,48,78,7,21,5,1,3,10,0,0,5,10,1,0,1,1,6 +courtcl01,1957,1,WS1,AL,91,232,23,62,14,1,6,27,0,0,16,11,5,12,0,0,6 +covinwe01,1957,1,ML1,NL,96,328,51,93,4,8,21,65,4,1,29,44,7,2,5,7,5 +coxgl01,1957,1,KC1,AL,10,2,1,0,0,0,0,0,0,0,2,2,0,0,0,0,0 +craigro01,1957,1,BRO,NL,32,29,0,4,0,0,0,0,0,0,1,14,0,0,2,0,0 +crandde01,1957,1,ML1,NL,118,383,45,97,11,2,15,46,1,2,30,38,9,1,4,2,13 +crimija01,1957,1,DET,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cronera01,1957,1,ML1,NL,11,11,1,2,1,0,0,0,0,0,2,4,0,0,1,0,0 +cronera01,1957,2,NY1,NL,25,40,1,1,0,0,0,1,0,0,3,18,0,0,1,0,1 +crowege01,1957,1,CIN,NL,133,494,71,134,20,1,31,92,1,1,32,62,3,1,0,5,9 +cunnijo01,1957,1,SLN,NL,122,261,50,83,15,0,9,52,3,3,56,29,6,5,1,6,3 +daleybu01,1957,1,CLE,AL,34,20,2,4,0,0,0,0,0,0,1,3,0,0,2,0,0 +daleype01,1957,1,BOS,AL,78,191,17,43,10,0,3,25,0,0,16,31,4,1,1,0,9 +daniebe02,1957,1,PIT,NL,1,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +daniech02,1957,1,DET,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +darkal01,1957,1,SLN,NL,140,583,80,169,25,8,4,64,3,4,29,56,4,4,5,4,7 +davisji01,1957,1,SLN,NL,10,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +davisji01,1957,2,NY1,NL,10,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +delgrbo01,1957,1,CHN,NL,20,40,2,8,2,0,0,3,1,0,10,17,0,0,1,0,1 +delgrbo01,1957,2,NYA,AL,8,7,3,3,0,0,0,0,1,0,2,2,0,0,0,0,0 +delocik01,1957,1,BOS,AL,49,21,1,1,0,0,0,1,0,0,4,11,0,0,0,0,1 +demaejo01,1957,1,KC1,AL,135,461,44,113,14,6,9,33,6,1,22,82,1,2,3,4,14 +demerjo01,1957,1,ML1,NL,33,34,8,5,0,0,0,1,1,0,0,8,0,0,0,0,0 +derriji01,1957,1,CHA,AL,20,4,1,0,0,0,0,0,0,0,1,2,0,0,2,0,0 +dicksmu01,1957,1,SLN,NL,14,27,4,6,1,0,0,4,0,0,0,6,0,1,0,0,1 +ditmaar01,1957,1,NYA,AL,46,35,3,7,0,0,0,2,0,0,0,9,0,0,1,0,1 +dittmja01,1957,1,DET,AL,16,22,3,5,1,0,0,2,0,0,2,1,1,0,0,0,0 +dobyla01,1957,1,CHA,AL,119,416,57,120,27,2,14,79,2,3,56,79,3,2,0,3,13 +donovdi01,1957,1,CHA,AL,30,83,8,12,1,0,3,10,0,0,8,32,0,0,1,0,1 +dottedu01,1957,1,CIN,NL,4,12,0,1,0,0,0,2,0,0,1,2,0,0,0,0,0 +douglwh01,1957,1,PIT,NL,11,16,0,1,0,0,0,0,0,0,0,10,0,0,0,0,3 +drabomo01,1957,1,CHN,NL,36,82,3,15,2,0,1,10,0,0,6,32,0,0,3,1,0 +dropowa01,1957,1,CHA,AL,93,223,24,57,2,0,13,49,0,1,16,40,2,0,1,4,10 +drottdi01,1957,1,CHN,NL,38,80,3,8,0,0,0,0,0,0,2,25,0,0,3,0,2 +drysddo01,1957,1,BRO,NL,37,73,7,9,0,0,2,6,0,0,7,29,0,0,3,0,3 +durenry01,1957,1,KC1,AL,14,14,0,1,0,0,0,1,0,0,0,7,0,0,0,0,1 +durhajo02,1957,1,BAL,AL,77,157,19,29,2,0,4,17,1,1,16,42,1,0,3,1,4 +durnbbo01,1957,1,CIN,NL,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +elstodo01,1957,1,BRO,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +elstodo01,1957,2,CHN,NL,39,37,0,4,0,0,0,2,0,0,0,7,0,1,2,0,0 +ennisde01,1957,1,SLN,NL,136,490,61,140,24,3,24,105,1,3,37,50,3,1,1,8,22 +ernagfr01,1957,1,CHN,NL,20,35,9,11,3,2,2,7,0,0,9,14,0,0,0,0,0 +erskica01,1957,1,BRO,NL,21,22,2,2,0,0,0,1,0,0,0,3,0,0,0,0,1 +espossa01,1957,1,CHA,AL,94,176,26,36,3,0,2,15,5,1,38,27,0,0,8,1,6 +facero01,1957,1,PIT,NL,59,16,1,2,0,0,0,1,0,0,0,4,0,0,1,0,0 +fanniji01,1957,1,CHN,NL,47,89,3,16,2,0,0,4,0,0,4,17,1,1,1,0,3 +farretu01,1957,1,PHI,NL,52,9,1,1,0,0,1,1,0,0,0,5,0,0,0,0,0 +fernach01,1957,1,PHI,NL,149,500,42,131,14,4,5,51,18,5,31,64,5,1,4,7,21 +ferrado01,1957,1,BAL,AL,8,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +finigji01,1957,1,DET,AL,64,174,20,47,4,2,0,17,1,1,23,18,2,1,5,1,3 +fischbi01,1957,1,CHA,AL,33,40,1,6,0,0,0,5,0,0,0,8,0,0,3,1,1 +fitzged01,1957,1,WS1,AL,45,125,14,34,8,0,1,13,2,0,10,9,1,1,3,0,9 +floodcu01,1957,1,CIN,NL,3,3,2,1,0,0,1,1,0,0,0,0,0,0,0,0,0 +foileha01,1957,1,PIT,NL,109,281,32,76,10,4,9,36,1,3,37,53,5,0,1,3,5 +fondyde01,1957,1,CHN,NL,11,51,3,16,3,1,0,2,1,2,0,9,0,0,0,0,2 +fondyde01,1957,2,PIT,NL,95,323,42,101,13,2,2,35,11,5,25,59,0,1,4,4,5 +fordwh01,1957,1,NYA,AL,24,42,4,6,0,0,0,2,0,0,3,7,0,0,5,0,0 +fornimi01,1957,1,BAL,AL,16,18,1,5,0,0,0,0,0,0,0,5,0,0,1,0,0 +fornimi01,1957,2,BOS,AL,26,44,3,6,0,0,0,2,0,0,2,4,0,0,2,0,0 +fowlear01,1957,1,CIN,NL,33,17,1,3,0,0,0,2,0,0,2,4,0,0,3,0,0 +foxne01,1957,1,CHA,AL,155,619,110,196,27,8,6,61,5,6,75,13,2,16,5,3,7 +foytapa01,1957,1,DET,AL,38,63,4,14,0,0,0,5,0,1,4,17,0,0,12,0,1 +francti01,1957,1,BAL,AL,97,279,35,65,8,3,7,38,7,3,29,48,4,3,0,5,7 +freemhe01,1957,1,CIN,NL,52,10,1,2,1,0,0,0,0,0,0,1,0,0,0,0,1 +freesge02,1957,1,PIT,NL,114,346,44,98,18,2,6,31,9,4,17,42,0,2,5,2,4 +frienbo01,1957,1,PIT,NL,40,87,5,16,2,0,0,4,0,0,6,22,0,0,6,1,0 +furilca01,1957,1,BRO,NL,119,395,61,121,17,4,12,66,0,2,29,33,4,5,7,4,13 +garcimi01,1957,1,CLE,AL,38,75,3,12,2,0,0,8,0,0,3,12,0,0,3,0,3 +gardnbi02,1957,1,BAL,AL,154,644,79,169,36,3,6,55,10,7,53,67,2,8,11,2,13 +garvene01,1957,1,KC1,AL,24,44,7,8,1,0,0,4,0,0,4,9,0,0,2,1,1 +gentiji01,1957,1,BRO,NL,4,6,1,1,0,0,1,1,0,0,1,1,0,0,0,0,0 +gernedi01,1957,1,BOS,AL,99,316,45,75,13,3,14,58,1,1,39,62,3,3,1,3,8 +gilliji01,1957,1,BRO,NL,149,617,89,154,26,4,2,37,26,10,64,31,0,4,7,3,5 +ginsbjo01,1957,1,BAL,AL,85,175,15,48,8,2,1,18,2,1,18,19,1,2,2,4,4 +gomezru01,1957,1,NY1,NL,54,87,6,16,2,0,1,2,0,0,6,16,0,0,4,0,4 +goodmbi01,1957,1,BOS,AL,18,16,1,1,1,0,0,0,0,0,2,1,0,0,0,0,0 +goodmbi01,1957,2,BAL,AL,73,263,36,81,10,3,3,33,0,2,21,18,1,3,8,3,11 +gorbogl01,1957,1,PHI,NL,3,2,1,1,1,0,0,1,0,0,1,0,0,0,0,0,0 +gormato02,1957,1,KC1,AL,38,33,1,4,0,0,0,0,0,0,1,16,0,0,1,0,0 +goryljo01,1957,1,CHN,NL,9,38,7,8,2,0,0,1,0,1,5,9,0,1,0,0,0 +graffmi01,1957,1,KC1,AL,56,155,16,28,4,3,0,10,2,5,15,10,0,2,3,1,1 +grammal01,1957,1,CIN,NL,73,99,14,30,4,0,0,8,1,3,10,6,0,0,1,1,4 +grayjo01,1957,1,CLE,AL,7,4,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +greenge01,1957,1,SLN,NL,6,15,0,3,1,0,0,2,0,0,0,3,0,0,0,1,1 +greenle01,1957,1,BAL,AL,19,33,2,6,1,1,1,5,0,1,1,4,0,0,0,0,0 +griggha01,1957,1,WS1,AL,2,4,0,1,0,0,0,1,0,0,0,1,0,0,0,0,0 +grimbo01,1957,1,NYA,AL,46,9,1,1,0,0,1,3,0,0,1,4,0,0,3,0,0 +grissma01,1957,1,NY1,NL,55,12,1,2,1,0,0,0,0,0,1,6,0,0,0,0,0 +groatdi01,1957,1,PIT,NL,125,501,58,158,30,5,7,54,0,1,27,28,1,3,14,6,16 +gromest01,1957,1,DET,AL,15,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +grossdo01,1957,1,CIN,NL,43,46,2,5,0,1,0,6,0,1,1,14,0,0,6,1,1 +grothjo01,1957,1,KC1,AL,55,59,10,15,0,0,0,2,0,0,7,6,0,0,2,0,2 +grothjo01,1957,2,DET,AL,38,103,11,30,10,0,0,16,0,0,6,7,0,1,1,1,1 +haased01,1957,1,CHN,NL,14,24,1,5,1,0,0,4,0,0,1,5,0,0,0,1,0 +hackewa02,1957,1,CIN,NL,15,8,0,1,0,0,0,0,0,0,1,2,0,0,0,0,0 +hackewa02,1957,2,PHI,NL,20,23,1,6,1,0,0,1,0,0,1,3,0,0,1,0,1 +haddiha01,1957,1,PHI,NL,41,68,6,21,3,1,0,6,1,0,3,12,0,0,2,1,2 +halebo01,1957,1,BAL,AL,42,44,2,11,0,0,0,7,0,0,2,2,1,0,0,3,5 +halldi01,1957,1,PIT,NL,10,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +hamlike01,1957,1,PIT,NL,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hamnegr01,1957,1,PHI,NL,133,502,59,114,19,5,10,62,3,1,34,42,3,0,7,5,23 +hanebha01,1957,1,ML1,NL,6,7,0,2,0,0,0,0,0,0,1,2,0,0,0,0,0 +harmoch01,1957,1,SLN,NL,9,3,2,1,0,1,0,1,1,0,0,0,0,0,0,0,0 +harmoch01,1957,2,PHI,NL,57,86,14,22,2,1,0,5,7,2,1,4,0,0,0,0,3 +harrebi01,1957,1,CLE,AL,22,57,6,15,1,1,1,5,3,1,4,7,0,0,1,0,0 +harribi03,1957,1,BRO,NL,1,2,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +harriga01,1957,1,NY1,NL,90,225,28,54,7,3,9,31,1,0,16,28,2,6,0,2,4 +harshja01,1957,1,CHA,AL,30,45,5,10,1,0,2,5,0,0,10,17,0,0,2,1,1 +hatfifr01,1957,1,CHA,AL,69,114,14,23,3,0,0,8,1,0,15,20,1,5,1,2,2 +hazlebo01,1957,1,ML1,NL,41,134,26,54,12,0,7,27,1,3,18,15,4,1,2,0,1 +hearnji01,1957,1,PHI,NL,36,17,0,0,0,0,0,1,0,0,0,10,0,0,1,1,0 +heganji01,1957,1,CLE,AL,58,148,14,32,7,0,4,15,0,1,16,23,1,0,2,1,4 +heiseji01,1957,1,WS1,AL,8,4,0,0,0,0,0,0,0,0,1,3,0,0,0,0,0 +heldwo01,1957,1,NYA,AL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +heldwo01,1957,2,KC1,AL,92,326,48,78,14,3,20,50,4,0,37,81,1,3,3,2,6 +hemusso01,1957,1,PHI,NL,70,108,8,20,6,1,0,5,1,1,20,8,4,2,0,0,8 +henribo01,1957,1,CIN,NL,29,10,8,2,0,0,0,1,0,0,1,4,0,0,0,1,0 +hernaev01,1957,1,WS1,AL,14,6,0,0,0,0,0,0,0,0,1,2,0,0,0,0,1 +herzowh01,1957,1,WS1,AL,36,78,7,13,3,0,0,4,1,2,13,12,0,2,0,0,0 +hillda01,1957,1,KC1,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hillmda01,1957,1,CHN,NL,36,24,1,0,0,0,0,0,0,0,3,16,0,0,2,0,0 +hoakdo01,1957,1,CIN,NL,149,529,78,155,39,2,19,89,8,15,74,54,5,4,5,4,13 +hobbigl01,1957,1,CHN,NL,2,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hodgegi01,1957,1,BRO,NL,150,579,94,173,28,7,27,98,5,3,63,91,6,2,4,6,11 +hoeftbi01,1957,1,DET,AL,42,67,13,10,2,0,3,10,0,0,5,14,0,0,5,1,3 +hofmabo01,1957,1,NY1,NL,2,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +hookja01,1957,1,CIN,NL,3,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +hostge01,1957,1,KC1,AL,11,5,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +housefr03,1957,1,DET,AL,106,348,31,90,9,0,7,36,1,1,35,26,13,1,5,1,12 +houttar01,1957,1,CLE,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +houttar01,1957,2,BAL,AL,5,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +howarel01,1957,1,NYA,AL,110,356,33,90,13,4,8,44,2,5,16,43,6,0,6,2,18 +howeldi01,1957,1,CHA,AL,42,27,4,5,1,1,3,3,0,0,2,6,0,0,0,0,1 +hugheji02,1957,1,CHA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +huntebi03,1957,1,KC1,AL,116,319,39,61,10,4,8,29,1,2,27,43,2,3,7,3,5 +hydedi01,1957,1,WS1,AL,52,18,1,3,0,0,0,1,0,0,1,6,0,0,0,0,0 +jablora01,1957,1,NY1,NL,107,305,37,88,15,1,9,57,0,2,31,47,2,0,0,8,8 +jacksla01,1957,1,SLN,NL,41,72,5,13,1,0,0,2,0,0,4,20,0,0,3,0,1 +jacksra01,1957,1,BRO,NL,48,131,7,26,1,0,2,16,0,0,9,20,0,0,3,2,6 +jacksro01,1957,1,CHA,AL,13,60,4,19,3,0,2,8,0,0,1,12,1,0,0,0,2 +jayjo01,1957,1,ML1,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jeffcha01,1957,1,CIN,NL,53,69,13,14,3,1,4,11,0,0,5,20,0,1,8,0,2 +jenseja01,1957,1,BOS,AL,145,544,82,153,29,2,23,103,8,5,75,66,3,2,1,5,22 +johnsco01,1957,1,BAL,AL,35,89,6,12,0,0,0,5,1,0,0,12,0,0,6,0,3 +johnsda01,1957,1,NYA,AL,21,46,4,10,1,0,1,8,0,0,3,10,0,1,0,1,1 +johnser02,1957,1,ML1,NL,30,17,1,6,1,0,1,7,0,0,0,3,0,0,1,0,0 +jollyda01,1957,1,ML1,NL,23,5,1,3,0,0,0,2,0,0,0,1,0,0,0,0,0 +jonesgo01,1957,1,NY1,NL,10,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +jonesni01,1957,1,ML1,NL,30,79,5,21,2,1,2,8,0,0,3,7,1,0,1,0,0 +jonessa02,1957,1,SLN,NL,28,63,2,10,1,0,0,3,0,0,1,25,0,1,4,1,0 +joneswi01,1957,1,PHI,NL,133,440,58,96,19,2,9,47,1,0,61,41,3,0,5,6,14 +kaisedo01,1957,1,CHN,NL,20,19,1,2,0,0,0,1,0,0,1,7,0,0,0,1,0 +kalinal01,1957,1,DET,AL,149,577,83,170,29,4,23,90,11,9,43,38,7,3,6,7,10 +kaskoed01,1957,1,SLN,NL,134,479,59,131,16,5,1,35,6,1,33,53,7,0,5,2,7 +kattra01,1957,1,NY1,NL,72,165,11,38,3,1,2,17,1,0,15,35,1,2,1,5,7 +kazante01,1957,1,PHI,NL,62,185,15,49,7,1,3,11,1,1,17,20,1,0,2,0,7 +keegabo01,1957,1,CHA,AL,30,39,3,4,0,0,0,3,0,0,4,5,0,1,10,0,1 +kellge01,1957,1,BAL,AL,99,310,28,92,9,0,9,44,2,0,25,16,2,2,7,1,11 +kellnal01,1957,1,KC1,AL,28,47,7,11,2,0,3,6,0,0,2,10,0,0,1,0,3 +kemmeru01,1957,1,BOS,AL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kemmeru01,1957,2,WS1,AL,39,45,4,3,1,0,2,6,0,0,4,21,0,0,7,0,0 +kennebi02,1957,1,CIN,NL,8,2,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +kennebo01,1957,1,CHA,AL,4,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1 +kennebo01,1957,2,BRO,NL,19,31,5,4,1,0,1,4,0,0,1,5,0,0,1,0,1 +kennejo02,1957,1,PHI,NL,5,2,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +keougma01,1957,1,BOS,AL,9,17,1,1,0,0,0,0,0,0,4,3,0,0,0,0,0 +killeha01,1957,1,WS1,AL,9,31,4,9,2,0,2,5,0,0,2,8,0,0,0,0,0 +kindaje01,1957,1,CHN,NL,72,181,18,29,3,0,6,12,1,0,8,48,0,0,3,0,4 +kindeel01,1957,1,CHA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kingji01,1957,1,SLN,NL,22,35,1,11,0,0,0,2,0,0,4,2,2,0,0,0,0 +kingne01,1957,1,PIT,NL,36,5,0,0,0,0,0,1,0,0,0,2,0,0,1,0,0 +kippfr01,1957,1,BRO,NL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +klausbi01,1957,1,BOS,AL,127,477,76,120,18,4,10,42,2,0,55,53,0,0,1,4,12 +klinero01,1957,1,PIT,NL,40,66,0,4,0,0,0,0,0,0,1,24,0,0,3,0,2 +klippjo01,1957,1,CIN,NL,46,41,0,3,0,0,0,0,0,0,1,20,0,0,2,0,1 +kluszte01,1957,1,CIN,NL,69,127,12,34,7,0,6,21,0,0,5,5,3,1,0,0,2 +koufasa01,1957,1,BRO,NL,34,26,1,0,0,0,0,0,0,0,0,18,0,0,1,0,0 +kravida01,1957,1,PIT,NL,19,41,2,6,1,0,0,4,0,0,2,10,0,0,0,0,0 +kubekto01,1957,1,NYA,AL,127,431,56,128,21,3,3,39,6,6,24,48,3,3,13,4,4 +kucksjo01,1957,1,NYA,AL,37,55,4,6,0,0,0,2,0,0,5,18,0,0,11,0,1 +kuennha01,1957,1,DET,AL,151,624,74,173,30,6,9,44,5,8,47,28,4,0,6,2,15 +kuhnke01,1957,1,CLE,AL,40,53,5,9,0,0,0,5,0,0,4,9,0,0,2,0,1 +kuzavbo01,1957,1,PIT,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kuzavbo01,1957,2,SLN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +labincl01,1957,1,BRO,NL,58,20,0,2,0,0,0,1,0,0,0,11,0,0,0,0,0 +landiji01,1957,1,CHA,AL,96,274,38,58,11,3,2,16,14,4,45,61,2,3,2,0,3 +landrdo01,1957,1,PHI,NL,2,7,1,1,1,0,0,0,0,0,2,1,0,0,0,0,0 +landrho01,1957,1,SLN,NL,75,214,18,52,6,0,3,26,1,2,25,27,1,0,1,3,4 +lapalpa01,1957,1,CHA,AL,36,4,0,2,0,0,0,1,0,0,1,1,0,1,1,0,0 +larsedo01,1957,1,NYA,AL,31,56,6,14,5,0,0,5,0,1,6,11,0,0,0,1,3 +laryfr01,1957,1,DET,AL,40,73,4,9,0,1,0,4,0,0,2,22,0,0,9,0,2 +lassedo01,1957,1,SLN,NL,4,13,2,2,0,1,0,0,0,0,1,3,0,0,0,0,2 +latmaba01,1957,1,CHA,AL,7,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lawrebr01,1957,1,CIN,NL,49,82,4,14,2,0,0,7,0,0,6,26,0,0,6,0,4 +lawve01,1957,1,PIT,NL,34,63,3,12,1,1,0,6,0,0,1,11,0,1,4,0,0 +leedo01,1957,1,DET,AL,11,12,1,2,0,0,0,3,0,0,0,3,0,0,1,0,0 +lehmake01,1957,1,BRO,NL,3,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +lehmake01,1957,2,BAL,AL,33,20,3,4,1,0,0,2,0,0,4,3,0,0,0,1,1 +lemonbo01,1957,1,CLE,AL,25,46,2,3,1,0,1,1,0,0,0,14,0,0,0,0,1 +lemonji01,1957,1,WS1,AL,137,518,58,147,23,6,17,64,1,7,49,94,3,3,0,6,13 +lennobo01,1957,1,CHN,NL,9,21,2,3,1,0,1,3,0,0,1,9,0,0,0,0,0 +lepcite01,1957,1,BOS,AL,79,232,24,56,10,2,9,37,0,0,29,61,1,1,1,0,5 +littldi01,1957,1,CHN,NL,48,11,0,2,0,0,0,0,0,0,1,3,0,0,0,0,0 +littrja01,1957,1,CHN,NL,61,153,8,29,4,2,1,13,0,0,9,43,1,0,1,1,1 +lockmwh01,1957,1,NY1,NL,133,456,51,113,9,4,7,30,5,5,39,19,3,2,2,3,3 +loesbi01,1957,1,BAL,AL,31,50,3,4,1,0,0,0,0,0,3,13,0,0,7,0,2 +loganjo01,1957,1,ML1,NL,129,494,59,135,19,7,10,49,5,0,31,49,2,4,8,4,14 +lollash01,1957,1,CHA,AL,101,351,33,90,11,2,11,70,2,0,35,24,2,13,0,4,7 +longda02,1957,1,PIT,NL,7,22,0,4,1,0,0,5,0,0,4,10,0,0,0,1,1 +longda02,1957,2,CHN,NL,123,397,55,121,19,0,21,62,1,1,52,63,4,1,1,4,9 +lonnejo01,1957,1,PHI,NL,67,160,12,27,5,0,5,15,0,0,22,39,1,1,3,1,3 +lopatst01,1957,1,PHI,NL,116,388,50,92,18,2,18,67,2,2,56,81,7,1,0,5,10 +lopezhe01,1957,1,KC1,AL,121,391,51,115,19,4,11,35,1,6,41,66,5,0,4,5,8 +lovenly01,1957,1,SLN,NL,3,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lowntu01,1957,1,CHN,NL,67,10,0,2,0,0,0,1,0,0,1,1,0,0,0,0,0 +lumenra01,1957,1,WS1,AL,3,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +lumpeje01,1957,1,NYA,AL,40,103,15,35,6,2,0,11,2,2,9,13,0,0,0,1,1 +luttrly01,1957,1,WS1,AL,19,45,4,9,4,0,0,5,0,0,3,8,0,0,0,0,2 +lynchje01,1957,1,CIN,NL,67,124,11,32,4,1,4,13,0,0,6,18,1,0,0,1,1 +maasdu01,1957,1,DET,AL,45,71,2,6,1,0,1,8,0,0,3,27,0,0,5,2,0 +maglisa01,1957,1,BRO,NL,19,29,0,1,0,0,0,0,0,0,0,14,0,0,4,0,1 +maglisa01,1957,2,NYA,AL,6,8,0,2,0,0,0,0,0,0,0,2,0,0,0,0,0 +malkmbo01,1957,1,ML1,NL,13,22,6,2,0,1,0,0,0,0,3,3,0,0,0,0,0 +malzofr01,1957,1,BOS,AL,153,634,82,185,31,5,15,103,2,1,31,41,1,1,1,5,15 +mantife01,1957,1,ML1,NL,71,182,28,43,9,1,4,21,2,0,14,34,2,2,1,1,3 +mantlmi01,1957,1,NYA,AL,144,474,121,173,28,6,34,94,16,3,146,75,23,0,0,3,5 +margojo01,1957,1,NY1,NL,13,8,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +marisro01,1957,1,CLE,AL,116,358,61,84,9,5,14,51,8,4,60,79,5,1,3,2,6 +martibi02,1957,1,NYA,AL,43,145,12,35,5,2,1,12,2,1,3,14,0,1,2,3,6 +martibi02,1957,2,KC1,AL,73,265,33,68,9,3,9,27,7,1,12,20,0,3,2,1,7 +martimo01,1957,1,SLN,NL,4,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +martybo01,1957,1,KC1,AL,58,131,10,35,2,4,1,12,1,3,11,20,3,0,1,1,2 +massago01,1957,1,CHN,NL,6,15,2,7,1,0,0,3,0,0,4,3,0,0,0,0,0 +matheed01,1957,1,ML1,NL,148,572,109,167,28,9,32,94,3,1,90,79,5,0,2,2,6 +mauchge01,1957,1,BOS,AL,65,222,23,60,10,3,2,28,1,0,22,26,0,1,2,3,9 +maxwech01,1957,1,DET,AL,138,492,75,136,23,3,24,82,3,2,76,84,7,5,4,3,6 +mayered02,1957,1,CHN,NL,3,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +mayswi01,1957,1,NY1,NL,152,585,112,195,26,20,35,97,38,19,76,62,15,1,0,6,14 +mazerbi01,1957,1,PIT,NL,148,526,59,149,27,7,8,54,3,3,27,49,2,1,11,3,6 +mccalwi01,1957,1,NY1,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mccormi03,1957,1,NY1,NL,24,22,1,6,0,0,0,3,0,0,0,8,0,0,1,1,0 +mcdanli01,1957,1,SLN,NL,31,74,7,19,5,0,1,5,0,0,0,24,0,0,3,0,2 +mcdanvo01,1957,1,SLN,NL,17,26,0,0,0,0,0,0,0,0,0,10,0,0,1,0,0 +mcdermi03,1957,1,KC1,AL,58,49,6,12,1,0,4,7,0,0,9,16,2,0,0,0,2 +mcdevda01,1957,1,BRO,NL,22,39,4,6,0,0,0,1,0,0,4,15,0,0,4,0,0 +mcdonji04,1957,1,CHA,AL,10,1,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +mcdougi01,1957,1,NYA,AL,141,539,87,156,25,9,13,62,2,5,59,71,1,4,19,3,12 +mcilwst01,1957,1,CHA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mclisca01,1957,1,CLE,AL,44,43,7,8,0,0,2,7,0,0,7,17,0,0,4,0,0 +mcmahdo02,1957,1,ML1,NL,32,8,1,2,1,0,0,3,0,0,2,2,0,0,0,0,0 +mcmilro01,1957,1,CIN,NL,151,448,50,122,25,5,1,55,5,1,66,44,8,6,11,3,11 +mejiaro01,1957,1,PIT,NL,58,142,12,39,7,4,2,15,2,2,6,13,1,1,4,0,3 +merrill02,1957,1,SLN,NL,44,7,2,0,0,0,0,0,0,0,2,3,0,0,0,0,0 +meyerja01,1957,1,PHI,NL,19,6,0,1,0,0,0,0,0,0,2,2,0,0,1,0,0 +meyerru01,1957,1,BOS,AL,2,1,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0 +mickeed01,1957,1,CHN,NL,6,12,0,0,0,0,0,1,0,0,0,4,0,0,0,0,0 +miksied01,1957,1,SLN,NL,49,38,3,8,0,0,1,2,0,0,7,7,1,0,0,0,2 +miksied01,1957,2,BAL,AL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +millebo02,1957,1,PHI,NL,32,8,4,2,0,0,1,4,0,0,2,4,0,0,0,1,0 +millebo04,1957,1,SLN,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +millero03,1957,1,BRO,NL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +millest01,1957,1,NY1,NL,38,35,2,2,0,0,0,0,0,0,0,9,0,0,1,0,0 +minarru01,1957,1,BOS,AL,26,2,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0 +minnido01,1957,1,WS1,AL,2,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +minosmi01,1957,1,CHA,AL,153,568,96,176,36,5,12,103,18,15,79,54,5,21,1,9,19 +miranwi01,1957,1,BAL,AL,115,314,29,61,3,0,0,20,2,1,24,42,2,0,8,3,5 +mizelvi01,1957,1,SLN,NL,33,45,1,4,2,0,0,3,0,0,3,17,0,0,1,0,1 +monzara01,1957,1,NY1,NL,24,10,2,3,0,0,0,1,0,0,0,2,0,0,0,1,1 +moonwa01,1957,1,SLN,NL,142,516,86,152,28,5,24,73,5,6,62,57,12,1,0,7,14 +moorera02,1957,1,BAL,AL,34,84,7,18,2,0,3,6,0,0,0,26,0,0,3,1,0 +morehse01,1957,1,PHI,NL,34,6,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +morgabo01,1957,1,PHI,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +morgabo01,1957,2,CHN,NL,125,425,43,88,20,2,5,27,5,0,52,87,1,1,5,2,7 +morgato01,1957,1,KC1,AL,46,33,0,3,0,0,0,0,0,0,1,10,0,0,4,0,3 +morynwa01,1957,1,CHN,NL,149,568,76,164,33,0,19,88,0,2,50,90,6,3,1,2,11 +mossido01,1957,1,CLE,AL,36,55,4,12,0,1,0,1,0,0,4,12,0,0,0,1,0 +mossle01,1957,1,CHA,AL,42,115,10,31,3,0,2,12,0,0,20,18,1,0,1,1,4 +muelldo01,1957,1,NY1,NL,135,450,45,116,7,1,6,37,2,0,13,16,3,1,1,1,7 +muffebi01,1957,1,SLN,NL,23,7,0,0,0,0,0,0,0,0,0,4,0,0,1,0,0 +murffre01,1957,1,ML1,NL,12,6,1,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +musiast01,1957,1,SLN,NL,134,502,82,176,38,3,29,102,1,1,66,34,19,2,1,8,13 +naragha01,1957,1,CLE,AL,57,121,12,31,1,1,0,8,0,0,12,9,1,1,1,1,5 +narlera01,1957,1,CLE,AL,46,43,3,4,0,0,1,3,0,0,1,17,0,0,4,0,0 +nealch01,1957,1,BRO,NL,128,448,62,121,13,7,12,62,11,4,53,83,0,8,3,2,7 +neemaca01,1957,1,CHN,NL,122,415,37,107,17,1,10,39,0,0,22,87,5,3,2,3,8 +nelsote01,1957,1,BAL,AL,15,23,2,5,0,2,0,5,0,0,1,5,0,1,0,0,0 +newcodo01,1957,1,BRO,NL,34,74,8,17,2,0,1,7,0,1,11,11,0,0,1,0,4 +niemabo01,1957,1,BAL,AL,129,445,61,123,17,6,13,70,4,4,63,86,3,2,3,8,14 +nixonru01,1957,1,CLE,AL,62,185,15,52,7,1,2,18,0,1,12,12,7,0,1,1,6 +nixonwi01,1957,1,BOS,AL,32,75,7,22,1,0,0,4,0,0,6,16,0,0,0,0,1 +norenir01,1957,1,KC1,AL,81,160,8,34,8,0,2,16,0,0,11,19,2,1,0,0,6 +norenir01,1957,2,SLN,NL,17,30,3,11,4,1,1,10,0,1,4,6,2,0,0,1,1 +northro01,1957,1,CHA,AL,40,27,0,5,1,0,0,7,0,0,11,5,1,0,0,1,1 +northro01,1957,2,PHI,NL,33,26,1,7,0,0,1,5,0,0,6,6,1,0,0,0,0 +nuxhajo01,1957,1,CIN,NL,42,59,6,14,1,1,0,7,0,0,5,15,0,0,5,1,1 +obrieed01,1957,1,PIT,NL,3,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +obriejo03,1957,1,PIT,NL,34,35,7,11,2,1,0,1,0,0,1,4,0,2,1,0,1 +oconnda02,1957,1,ML1,NL,48,183,29,43,9,1,1,8,1,0,19,20,0,2,2,1,1 +oconnda02,1957,2,NY1,NL,95,364,57,97,18,3,7,28,8,3,33,30,0,2,5,1,10 +odellbi01,1957,1,BAL,AL,37,34,3,5,0,0,0,1,0,0,1,8,0,0,5,0,0 +olsonka01,1957,1,WS1,AL,8,12,2,2,0,0,0,0,0,0,1,2,0,0,0,0,0 +olsonka01,1957,2,DET,AL,8,14,1,2,0,0,0,1,0,0,0,6,0,0,1,0,0 +osborbo02,1957,1,DET,AL,11,27,4,4,1,0,0,1,0,0,3,7,0,0,0,0,0 +osteecl01,1957,1,CIN,NL,3,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pafkoan01,1957,1,ML1,NL,83,220,31,61,6,1,8,27,1,0,10,22,2,1,1,3,6 +paineph01,1957,1,ML1,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pappami01,1957,1,BAL,AL,4,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +pascuca02,1957,1,WS1,AL,32,50,5,7,0,0,0,1,0,0,3,8,0,0,5,0,2 +pattoto01,1957,1,BAL,AL,1,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pavledo01,1957,1,CIN,NL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pendlji01,1957,1,PIT,NL,46,59,9,18,1,1,0,9,0,0,9,14,1,1,1,2,2 +peppela01,1957,1,PIT,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +peterbu01,1957,1,BAL,AL,7,17,1,3,2,0,0,0,0,0,2,2,0,0,0,0,1 +peterha01,1957,1,PIT,NL,30,73,10,22,2,1,2,11,0,1,9,10,2,0,3,0,5 +phillbu02,1957,1,CHA,AL,121,393,38,106,13,3,7,42,5,3,28,32,3,3,5,2,5 +phillda01,1957,1,CHA,AL,22,71,9,23,4,0,0,9,1,1,4,10,0,0,1,0,1 +phillda01,1957,2,DET,AL,65,173,15,49,8,1,2,16,3,1,7,16,0,0,0,1,4 +phillja02,1957,1,DET,AL,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +phillta01,1957,1,ML1,NL,27,20,0,2,0,0,0,1,0,0,0,12,0,0,0,0,1 +piercbi02,1957,1,CHA,AL,41,99,7,17,1,0,0,6,0,0,2,25,0,0,3,0,3 +piersji01,1957,1,BOS,AL,151,609,103,159,27,5,19,63,14,6,62,54,1,4,7,5,17 +pignajo01,1957,1,BRO,NL,8,14,0,3,1,0,0,1,0,0,0,5,0,0,1,0,1 +pilaral01,1957,1,BAL,AL,142,407,52,113,16,3,9,49,14,7,53,28,6,4,9,9,7 +pisonji01,1957,1,KC1,AL,44,97,14,23,2,2,3,12,0,0,10,17,1,2,1,1,0 +pitulst01,1957,1,CLE,AL,24,15,3,3,0,0,0,2,0,0,1,7,0,0,0,0,0 +pizarju01,1957,1,ML1,NL,25,36,5,9,1,0,1,2,0,0,1,10,0,0,0,1,0 +plewshe01,1957,1,WS1,AL,104,329,51,89,19,4,1,26,0,3,28,39,1,2,1,6,10 +podbibu01,1957,1,CIN,NL,5,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +podrejo01,1957,1,BRO,NL,35,72,6,15,4,0,0,4,0,1,2,5,0,0,3,0,2 +poholto01,1957,1,CHN,NL,28,19,1,2,0,0,0,1,0,0,2,3,0,0,1,0,0 +portebo01,1957,1,BOS,AL,28,29,2,5,1,0,0,2,0,0,2,8,0,0,0,1,0 +porteja01,1957,1,DET,AL,58,140,14,35,8,0,2,18,0,0,14,20,1,1,1,0,1 +portoar01,1957,1,KC1,AL,33,28,0,3,0,0,0,0,0,0,3,9,0,0,3,0,1 +postwa01,1957,1,CIN,NL,134,467,68,114,26,2,20,74,2,2,33,84,5,0,1,6,12 +powelle01,1957,1,CHA,AL,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +powerjo01,1957,1,PIT,NL,20,35,7,10,3,0,2,8,0,0,5,9,0,3,0,1,0 +powervi01,1957,1,KC1,AL,129,467,48,121,15,1,14,42,3,2,19,21,3,3,3,3,10 +powisca01,1957,1,BAL,AL,15,41,4,8,3,1,0,2,2,0,7,9,0,1,0,2,1 +preskjo01,1957,1,DET,AL,7,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pritcbu01,1957,1,PIT,NL,23,11,1,1,0,0,0,0,0,0,0,4,0,0,1,0,0 +purkebo01,1957,1,PIT,NL,48,45,3,5,0,2,0,6,0,0,3,22,0,1,2,1,0 +pyburji01,1957,1,BAL,AL,35,40,8,9,0,0,1,2,1,0,9,6,0,0,0,0,2 +qualtto01,1957,1,PHI,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rabech01,1957,1,CIN,NL,2,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +raethha01,1957,1,KC1,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rainela01,1957,1,CLE,AL,96,244,39,64,14,0,2,16,5,2,19,40,1,1,2,0,3 +ramospe01,1957,1,WS1,AL,56,76,6,13,0,0,1,10,0,0,2,27,0,0,3,0,0 +randdi01,1957,1,PIT,NL,60,105,7,23,2,1,1,9,0,0,11,24,1,0,4,2,0 +reesepe01,1957,1,BRO,NL,103,330,33,74,3,1,1,29,5,2,39,32,1,1,6,2,7 +repulri01,1957,1,PHI,NL,134,516,65,134,23,4,20,68,7,1,19,74,0,5,3,5,10 +rhodedu01,1957,1,NY1,NL,92,190,20,39,5,1,4,19,0,0,18,34,3,1,0,1,7 +ricede01,1957,1,ML1,NL,54,144,15,33,1,1,9,20,0,0,17,37,7,0,1,1,5 +richabo01,1957,1,NYA,AL,97,305,36,78,11,1,0,19,1,3,9,26,3,0,3,3,9 +ridzist01,1957,1,NY1,NL,16,5,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +riverji01,1957,1,CHA,AL,125,402,51,103,21,6,14,52,18,2,40,80,6,3,3,3,11 +roachme01,1957,1,ML1,NL,7,6,1,1,0,0,0,0,0,0,0,3,0,0,1,0,0 +roberro01,1957,1,PHI,NL,39,80,5,13,4,0,0,6,0,0,4,16,0,0,4,1,2 +robinbr01,1957,1,BAL,AL,50,117,13,28,6,1,2,14,1,0,7,10,0,1,0,1,4 +robined01,1957,1,DET,AL,13,9,0,0,0,0,0,0,0,0,3,0,1,1,0,0,1 +robined01,1957,2,CLE,AL,19,27,1,6,1,0,1,3,0,0,0,3,0,1,0,1,2 +robined01,1957,3,BAL,AL,4,3,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +robinfr02,1957,1,CIN,NL,150,611,97,197,29,5,29,75,10,2,44,92,5,12,5,5,13 +rodgean01,1957,1,NY1,NL,32,86,8,21,2,1,3,9,0,0,9,21,0,1,0,1,0 +roebued01,1957,1,BRO,NL,44,21,4,5,0,0,2,3,0,0,2,9,0,0,0,0,1 +rogovsa01,1957,1,PHI,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rosebjo01,1957,1,BRO,NL,35,69,6,10,2,0,2,6,0,0,10,20,2,0,0,0,0 +rudoldo01,1957,1,CHA,AL,5,2,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0 +runnepe01,1957,1,WS1,AL,134,473,53,109,18,4,2,35,2,3,55,51,5,2,1,5,7 +rushbo01,1957,1,CHN,NL,31,69,3,14,3,0,0,3,0,0,3,26,0,0,3,0,1 +samforo01,1957,1,DET,AL,54,91,6,20,1,2,0,5,1,0,6,15,0,1,1,0,1 +sanchra01,1957,1,CIN,NL,38,7,0,2,1,0,0,0,0,0,0,2,0,0,1,0,0 +sanfoja02,1957,1,PHI,NL,33,89,3,15,4,0,0,6,0,0,0,30,0,0,4,0,2 +sauerha01,1957,1,NY1,NL,127,378,46,98,14,1,26,76,1,0,49,59,2,0,0,2,7 +sawatca01,1957,1,ML1,NL,58,105,13,25,4,0,6,17,0,0,10,15,2,2,1,0,2 +schmiwi01,1957,1,SLN,NL,40,33,3,7,0,0,0,3,0,0,0,8,0,1,4,0,0 +schoere01,1957,1,NY1,NL,57,254,35,78,8,4,9,33,2,1,10,8,0,2,1,1,4 +schoere01,1957,2,ML1,NL,93,394,56,122,23,4,6,32,2,3,23,7,1,1,7,1,6 +schofdi01,1957,1,SLN,NL,65,56,10,9,0,0,0,1,1,3,7,13,0,0,1,0,2 +schooje01,1957,1,WS1,AL,30,23,5,2,1,0,0,0,0,0,2,11,0,0,0,0,0 +schular01,1957,1,CIN,NL,21,34,4,9,2,0,0,4,0,0,0,2,0,1,0,0,1 +schular01,1957,2,WS1,AL,77,247,30,65,14,0,4,35,0,1,14,30,0,1,1,2,8 +scorehe01,1957,1,CLE,AL,5,11,1,1,0,0,0,0,0,0,2,6,0,0,0,0,0 +seminan01,1957,1,PHI,NL,8,11,0,1,0,0,0,0,0,0,1,3,0,0,0,0,1 +shantbo01,1957,1,NYA,AL,33,56,6,10,3,0,0,6,0,0,8,16,0,0,1,0,0 +shawbo01,1957,1,DET,AL,7,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +shearra01,1957,1,ML1,NL,2,2,1,1,0,0,0,0,0,0,1,1,0,0,0,0,0 +shiffga01,1957,1,WS1,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sievero01,1957,1,WS1,AL,152,572,99,172,23,5,42,114,1,1,76,55,11,7,0,2,9 +silvech01,1957,1,CHN,NL,26,53,1,11,3,0,0,2,0,0,4,5,0,0,0,0,2 +simmocu01,1957,1,PHI,NL,38,71,7,17,1,0,0,7,0,0,6,11,0,0,3,0,1 +simpsha01,1957,1,KC1,AL,50,179,24,53,9,6,6,24,0,1,12,28,2,0,1,1,8 +simpsha01,1957,2,NYA,AL,75,224,27,56,7,3,7,39,1,0,19,36,0,0,3,1,6 +singlel01,1957,1,CHN,NL,6,3,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +sisleda01,1957,1,BOS,AL,22,42,5,7,0,0,0,0,0,0,4,12,0,0,4,0,1 +skaugda01,1957,1,CIN,NL,2,1,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +skinnbo01,1957,1,PIT,NL,126,387,58,118,12,6,13,45,10,4,38,50,6,2,4,0,2 +skizalo01,1957,1,KC1,AL,119,376,34,92,14,1,18,44,5,2,27,15,1,2,3,3,9 +skowrbi01,1957,1,NYA,AL,122,457,54,139,15,5,17,88,3,2,31,60,6,3,3,7,17 +slaugen01,1957,1,NYA,AL,96,209,24,53,7,1,5,34,0,2,40,19,5,0,4,3,5 +sleatlo01,1957,1,DET,AL,41,20,4,5,0,0,3,7,0,0,1,2,1,0,1,0,1 +smallji01,1957,1,DET,AL,36,42,7,9,2,0,0,0,0,2,2,11,0,0,0,0,1 +smallro01,1957,1,PHI,NL,28,31,5,5,0,1,1,1,0,0,1,9,0,1,0,0,0 +smithal04,1957,1,CLE,AL,135,507,78,125,23,5,11,49,12,6,79,70,3,4,8,7,7 +smithbo03,1957,1,SLN,NL,6,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithbo03,1957,2,PIT,NL,20,13,0,1,0,0,0,0,0,0,0,9,0,0,1,0,0 +smithbo04,1957,1,SLN,NL,93,185,24,39,7,1,3,18,1,1,13,35,3,0,1,2,5 +smithha08,1957,1,KC1,AL,107,360,41,109,26,0,13,41,2,2,14,44,0,1,5,3,13 +smithha09,1957,1,SLN,NL,100,333,25,93,12,3,2,37,2,2,18,18,2,0,1,3,9 +smithpa03,1957,1,PIT,NL,81,150,12,38,4,0,3,11,0,2,12,17,1,1,4,0,5 +snidedu01,1957,1,BRO,NL,139,508,91,139,25,7,40,92,3,4,77,104,12,1,3,3,17 +snydeje01,1957,1,WS1,AL,42,93,6,14,1,0,1,4,0,1,4,9,0,0,1,0,3 +spahnwa01,1957,1,ML1,NL,39,94,3,13,2,1,2,8,0,0,4,25,0,0,3,2,3 +speakbo01,1957,1,CHN,NL,129,418,65,97,14,5,16,50,5,6,38,68,1,3,1,3,3 +spencda01,1957,1,NY1,NL,148,534,65,133,31,2,11,50,3,1,50,50,0,1,2,3,15 +sprinja01,1957,1,BOS,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stalege01,1957,1,CHA,AL,47,22,1,1,0,0,0,1,0,0,3,6,0,0,4,0,0 +stephge01,1957,1,BOS,AL,120,173,25,46,6,4,3,26,0,2,26,20,1,0,0,5,1 +stobbch01,1957,1,WS1,AL,42,76,5,16,4,0,0,7,0,0,1,11,0,0,4,0,2 +stonede01,1957,1,WS1,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stonede01,1957,2,BOS,AL,17,14,0,0,0,0,0,0,0,0,2,11,0,0,1,0,0 +stricge01,1957,1,CLE,AL,89,201,21,47,8,2,1,19,0,3,26,29,1,1,1,1,5 +stumpji01,1957,1,DET,AL,6,2,0,1,0,0,0,0,0,0,0,1,0,0,1,0,0 +sturdto01,1957,1,NYA,AL,28,71,4,13,0,0,0,0,0,0,6,10,0,0,4,0,1 +sullifr01,1957,1,BOS,AL,31,79,6,13,2,0,0,1,0,0,2,30,0,0,6,0,1 +sulliha02,1957,1,BOS,AL,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +surkoma01,1957,1,NY1,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +suscege02,1957,1,BOS,AL,29,25,1,3,1,0,0,2,0,0,2,10,0,0,1,0,0 +swansre01,1957,1,PIT,NL,32,13,0,0,0,0,0,0,0,0,1,6,0,0,0,0,0 +tannech01,1957,1,ML1,NL,22,69,5,17,3,0,2,6,0,0,5,4,0,0,0,0,1 +tannech01,1957,2,CHN,NL,95,318,42,91,16,2,7,42,0,2,23,20,2,2,5,2,6 +taylobi03,1957,1,NY1,NL,11,9,0,0,0,0,0,0,0,0,1,2,0,0,0,0,0 +taylobi03,1957,2,DET,AL,9,23,4,8,2,0,1,3,0,0,0,3,0,0,0,0,0 +tayloha04,1957,1,ML1,NL,7,1,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tayloha05,1957,1,KC1,AL,2,4,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +taylojo01,1957,1,CIN,NL,33,107,14,28,7,0,4,9,0,1,6,24,0,0,2,0,2 +templjo01,1957,1,CIN,NL,145,557,85,158,24,4,0,37,19,5,94,34,0,4,16,6,4 +terryra01,1957,1,NYA,AL,7,4,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0 +terryra01,1957,2,KC1,AL,22,42,1,6,0,0,0,1,0,0,0,8,0,0,2,0,2 +tettedi01,1957,1,WS1,AL,9,11,2,2,0,0,0,1,0,0,4,2,0,0,0,1,0 +thomafr03,1957,1,PIT,NL,151,594,72,172,30,1,23,89,3,1,44,66,9,3,5,12,16 +thomage01,1957,1,DET,AL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +thomava01,1957,1,NY1,NL,88,241,30,60,10,3,6,31,0,0,16,29,1,1,2,2,5 +thompti01,1957,1,KC1,AL,81,230,25,47,10,0,7,19,0,0,18,26,6,0,1,0,3 +thomsbo01,1957,1,ML1,NL,41,148,15,35,5,3,4,23,2,1,8,27,0,2,2,0,1 +thomsbo01,1957,2,NY1,NL,81,215,24,52,7,4,8,38,1,2,19,39,2,0,2,1,2 +thronfa01,1957,1,BOS,AL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +thronfa01,1957,2,WS1,AL,68,195,21,36,8,2,2,12,0,1,17,37,0,1,1,1,3 +thurmbo01,1957,1,CIN,NL,74,190,38,47,4,2,16,40,0,0,15,33,0,1,0,0,3 +tomandi01,1957,1,CLE,AL,34,13,2,3,1,0,0,0,0,0,0,2,0,0,0,0,0 +torgeea01,1957,1,DET,AL,30,50,5,12,2,1,1,5,0,0,12,10,0,0,0,0,1 +torgeea01,1957,2,CHA,AL,86,251,53,74,11,2,7,46,7,3,49,44,0,0,4,3,8 +torrefr01,1957,1,ML1,NL,129,364,46,99,19,5,5,40,0,0,29,19,1,9,7,2,10 +triangu01,1957,1,BAL,AL,129,418,44,106,21,1,19,72,0,0,38,73,7,3,4,4,12 +trimbjo01,1957,1,PIT,NL,5,7,1,1,0,0,0,0,0,0,0,1,0,0,0,0,1 +troutdi01,1957,1,BAL,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +trowbbo01,1957,1,ML1,NL,32,39,1,4,0,0,0,0,0,0,2,18,0,0,1,0,1 +truckvi01,1957,1,KC1,AL,48,28,1,4,0,0,0,2,0,0,0,10,0,0,1,0,1 +tsitojo01,1957,1,DET,AL,2,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +turlebo01,1957,1,NYA,AL,32,57,4,5,0,0,0,0,0,0,8,27,0,1,2,0,0 +tuttlbi01,1957,1,DET,AL,133,451,49,113,12,4,5,47,2,6,44,41,4,1,3,4,14 +urbanja01,1957,1,KC1,AL,37,39,1,11,1,0,0,5,1,0,2,8,0,0,1,0,1 +usherbo01,1957,1,CLE,AL,10,8,1,1,0,0,0,0,0,0,1,3,0,0,1,0,0 +usherbo01,1957,2,WS1,AL,96,295,36,77,7,1,5,27,0,0,27,30,2,2,3,3,6 +valdere01,1957,1,BRO,NL,5,3,1,0,0,0,0,0,0,0,2,2,0,0,0,0,0 +valenvi01,1957,1,CHN,NL,9,2,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +valenvi01,1957,2,CLE,AL,11,5,0,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +valoel01,1957,1,BRO,NL,81,161,14,44,10,1,4,26,0,1,25,16,2,1,0,2,8 +vernomi01,1957,1,BOS,AL,102,270,36,65,18,1,7,38,0,0,41,35,2,5,1,1,9 +virdobi01,1957,1,PIT,NL,144,561,59,141,28,11,8,50,3,3,33,69,5,0,8,3,8 +virgioz01,1957,1,NY1,NL,96,226,26,53,0,2,4,24,2,3,14,27,1,0,0,1,8 +walkeje01,1957,1,BAL,AL,13,5,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1 +walkeru01,1957,1,BRO,NL,60,166,12,30,8,0,2,23,2,0,15,33,4,0,2,4,7 +wallmu01,1957,1,BOS,AL,11,6,0,2,0,0,0,0,0,0,0,4,0,0,0,0,0 +wallsle01,1957,1,PIT,NL,8,22,3,4,1,0,0,0,1,0,2,5,0,0,0,0,0 +wallsle01,1957,2,CHN,NL,117,366,42,88,10,5,6,33,5,3,27,67,1,1,5,3,9 +wardpr01,1957,1,CLE,AL,10,11,2,2,1,0,0,0,0,0,0,2,0,0,0,0,0 +wehmehe01,1957,1,SLN,NL,40,59,9,12,0,1,0,3,0,0,0,14,0,0,0,1,0 +wertzvi01,1957,1,CLE,AL,144,515,84,145,21,0,28,105,2,3,78,88,6,2,0,11,9 +westrwe01,1957,1,NY1,NL,63,91,4,15,1,0,1,2,0,1,10,24,1,1,1,0,1 +whisepe01,1957,1,CIN,NL,67,90,18,19,3,2,5,11,0,1,5,24,0,0,2,1,1 +whitesa02,1957,1,BOS,AL,111,340,24,73,10,1,3,31,0,1,25,38,6,0,3,2,17 +wieslbo01,1957,1,WS1,AL,3,6,1,1,1,0,0,0,0,0,0,3,0,0,0,0,0 +wightbi01,1957,1,BAL,AL,27,34,1,1,0,0,0,0,0,0,1,12,0,1,4,0,0 +wilheho01,1957,1,SLN,NL,40,6,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +wilheho01,1957,2,CLE,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +willbo01,1957,1,CHN,NL,70,112,13,25,3,0,1,10,1,0,5,21,0,0,5,1,2 +willidi02,1957,1,BAL,AL,47,167,16,39,10,2,1,17,0,1,14,21,3,0,3,0,6 +willidi02,1957,2,CLE,AL,67,205,33,58,7,0,6,17,3,4,12,19,0,1,1,1,7 +willite01,1957,1,BOS,AL,132,420,96,163,28,1,38,87,0,1,119,43,33,5,0,2,11 +wilsoji02,1957,1,CHA,AL,31,68,4,10,2,0,0,5,0,0,7,14,0,0,4,0,2 +wilsore01,1957,1,DET,AL,60,180,21,43,8,1,3,13,2,3,25,19,2,3,5,0,3 +winceed01,1957,1,CHN,NL,17,50,5,12,3,0,1,8,0,0,2,9,0,0,1,0,2 +wiseca01,1957,1,CHN,NL,43,106,12,19,3,1,0,7,0,0,11,14,0,0,1,0,5 +wittge01,1957,1,PIT,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wojeype01,1957,1,DET,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +woodlge01,1957,1,CLE,AL,133,430,74,138,25,2,19,78,0,5,64,35,2,3,4,5,6 +woodsji01,1957,1,CHN,NL,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +worthal01,1957,1,NY1,NL,55,40,0,4,0,0,0,3,0,0,1,10,0,1,1,0,1 +wynnea01,1957,1,CLE,AL,40,86,4,10,0,0,0,4,0,0,11,23,0,0,3,1,1 +yewcito01,1957,1,DET,AL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +yosted01,1957,1,WS1,AL,110,414,47,104,13,5,9,38,1,11,73,49,2,5,0,0,6 +zauchno01,1957,1,BOS,AL,52,91,11,24,3,0,3,14,0,0,9,13,0,2,0,0,6 +zernigu01,1957,1,KC1,AL,131,437,56,103,20,1,27,69,1,1,34,84,0,1,2,4,12 +zimmedo01,1957,1,BRO,NL,84,269,23,59,9,1,6,19,1,3,16,63,5,0,3,1,8 +zupofr01,1957,1,BAL,AL,10,12,2,1,0,0,0,0,0,0,1,4,0,0,0,0,0 +zuverge01,1957,1,BAL,AL,56,23,1,3,0,0,0,0,0,0,3,8,0,0,2,0,0 +aaronha01,1958,1,ML1,NL,153,601,109,196,34,4,30,95,4,1,59,49,16,1,0,3,21 +ackerto01,1958,1,CIN,NL,38,30,5,2,0,0,0,1,0,0,5,16,0,0,2,0,0 +adairje01,1958,1,BAL,AL,11,19,1,2,0,0,0,0,0,0,1,7,0,0,0,0,0 +adamsbo03,1958,1,CHN,NL,62,96,14,27,4,4,0,4,2,0,6,15,0,0,3,0,2 +adcocjo01,1958,1,ML1,NL,105,320,40,88,15,1,19,54,0,0,21,63,1,1,2,5,14 +aguirha01,1958,1,DET,AL,44,14,1,3,1,0,0,1,0,0,1,5,0,0,0,0,0 +albanjo01,1958,1,WS1,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +allisbo01,1958,1,WS1,AL,11,35,1,7,1,0,0,0,0,2,2,5,0,0,0,0,1 +aloufe01,1958,1,SFN,NL,75,182,21,46,9,2,4,16,4,2,19,34,2,1,1,1,1 +alusige01,1958,1,DET,AL,2,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +alvaros01,1958,1,WS1,AL,87,196,20,41,3,0,0,5,1,1,16,26,0,0,5,0,1 +amaroru01,1958,1,SLN,NL,40,76,8,17,2,1,0,0,0,1,5,8,1,0,1,0,3 +anderbo01,1958,1,CHN,NL,17,17,1,2,0,0,0,0,0,0,0,9,0,0,0,0,0 +anderha02,1958,1,PHI,NL,140,515,80,155,34,6,23,97,0,2,59,95,10,3,3,5,12 +anderjo02,1958,1,PHI,NL,5,3,0,0,0,0,0,0,0,0,1,2,0,0,0,0,0 +antonjo02,1958,1,SFN,NL,47,84,9,19,2,1,1,7,0,0,2,26,0,0,5,0,4 +aparilu01,1958,1,CHA,AL,145,557,76,148,20,9,2,40,29,6,35,38,2,1,8,3,8 +ashburi01,1958,1,PHI,NL,152,615,98,215,24,13,2,33,30,12,97,48,7,4,7,2,8 +asproke01,1958,1,BOS,AL,6,16,0,2,0,0,0,0,0,0,3,1,0,0,0,0,1 +asproke01,1958,2,WS1,AL,92,253,15,57,9,1,5,27,1,1,25,28,1,1,2,1,10 +averiea02,1958,1,CLE,AL,17,55,2,10,1,0,2,7,1,0,4,7,0,1,0,0,2 +avilabo01,1958,1,CLE,AL,113,375,54,95,21,3,5,30,5,7,55,45,0,1,12,2,5 +baileed01,1958,1,CIN,NL,112,360,39,90,23,1,11,59,2,2,47,61,10,1,4,2,5 +bakerge02,1958,1,PIT,NL,29,56,3,14,2,1,0,7,0,0,8,6,0,0,1,1,2 +bankser01,1958,1,CHN,NL,154,617,119,193,23,11,47,129,4,4,52,87,12,4,1,8,14 +barclcu01,1958,1,SFN,NL,6,6,2,4,2,0,0,0,0,0,0,2,0,0,0,0,0 +barnefr02,1958,1,SLN,NL,13,6,2,1,0,0,0,0,0,1,0,2,0,0,0,0,0 +batteea01,1958,1,CHA,AL,68,168,24,38,8,0,8,26,1,0,24,34,1,2,1,3,3 +bauerha01,1958,1,NYA,AL,128,452,62,121,22,6,12,50,3,2,32,56,1,1,3,2,7 +baumafr01,1958,1,BOS,AL,10,14,0,3,1,0,0,0,0,0,3,6,0,0,1,0,0 +baxesmi01,1958,1,KC1,AL,73,231,31,49,10,1,0,8,1,6,21,24,0,3,2,0,4 +beamoch01,1958,1,BAL,AL,22,10,1,0,0,0,0,0,0,0,1,7,0,0,1,0,0 +beardte01,1958,1,CHA,AL,19,22,5,2,0,0,1,2,3,0,6,5,0,0,0,0,0 +becquju01,1958,1,WS1,AL,86,164,10,39,3,0,0,12,1,2,8,21,3,0,2,2,6 +bellga01,1958,1,CLE,AL,33,56,4,11,1,1,0,3,0,0,4,14,0,1,5,0,1 +bellgu01,1958,1,CIN,NL,112,385,42,97,16,2,10,46,2,3,36,40,7,1,6,5,7 +berbelo01,1958,1,WS1,AL,5,6,0,1,0,0,0,0,0,0,4,1,0,0,0,0,0 +berbelo01,1958,2,BOS,AL,57,167,11,35,5,3,2,18,0,2,31,32,1,1,1,0,5 +berrayo01,1958,1,NYA,AL,122,433,60,115,17,3,22,90,3,0,35,35,5,2,0,6,6 +bertore01,1958,1,DET,AL,86,240,28,56,6,0,6,27,5,2,20,35,2,2,4,7,4 +bessedo01,1958,1,LAN,NL,19,2,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +bilkost01,1958,1,CIN,NL,31,87,12,23,4,2,4,17,0,0,10,20,0,0,0,3,5 +bilkost01,1958,2,LAN,NL,47,101,13,21,1,2,7,18,0,0,8,37,0,0,0,1,4 +birreba01,1958,1,LAN,NL,16,7,0,4,1,0,0,0,0,0,1,2,0,0,0,0,0 +blackro01,1958,1,PIT,NL,38,7,0,2,2,0,0,0,0,0,0,2,0,0,1,0,0 +blasido01,1958,1,SLN,NL,143,547,71,150,19,10,2,36,20,5,57,47,2,1,2,1,14 +bolgeji01,1958,1,CHN,NL,84,120,15,27,4,1,1,11,0,1,9,20,0,1,1,0,2 +bollifr01,1958,1,DET,AL,154,610,91,164,25,4,14,75,6,4,54,54,1,4,4,9,9 +bollimi01,1958,1,DET,AL,24,31,3,6,2,0,0,0,0,0,5,7,0,0,1,0,0 +boonera01,1958,1,DET,AL,39,114,16,27,4,1,6,20,0,2,14,13,1,1,2,1,3 +boonera01,1958,2,CHA,AL,77,246,25,60,12,1,7,41,1,1,18,33,1,1,1,3,6 +borosst01,1958,1,DET,AL,6,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bouched01,1958,1,PHI,NL,89,334,55,86,19,5,9,39,1,0,51,74,4,0,3,1,10 +bowmabo02,1958,1,PHI,NL,91,184,31,53,11,2,8,24,0,1,16,30,2,0,1,1,4 +bowsfte01,1958,1,BOS,AL,17,26,2,4,0,0,0,1,0,0,0,9,0,0,0,0,0 +boydbo01,1958,1,BAL,AL,125,401,58,124,21,5,7,36,1,1,25,24,1,2,1,3,5 +boyerke01,1958,1,SLN,NL,150,570,101,175,21,9,23,90,11,6,49,53,8,3,1,8,15 +brandja01,1958,1,SFN,NL,18,52,7,13,1,0,0,3,1,0,6,5,0,0,1,0,0 +bressed01,1958,1,SFN,NL,66,137,19,36,5,3,0,8,0,1,14,22,1,0,3,0,2 +breweto01,1958,1,BOS,AL,42,82,9,16,2,0,0,4,0,0,3,19,0,0,3,1,3 +brickfr02,1958,1,NYA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bridgro01,1958,1,WS1,AL,116,377,38,99,14,3,5,28,0,3,27,32,1,3,2,2,16 +briggjo01,1958,1,CHN,NL,20,35,3,9,1,1,0,6,0,0,0,14,0,0,1,0,1 +brighha01,1958,1,PIT,NL,15,24,4,6,1,0,1,3,0,0,1,6,0,0,0,1,0 +brododi01,1958,1,CLE,AL,5,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brosnji01,1958,1,CHN,NL,8,19,0,2,1,0,0,1,0,0,0,6,0,0,0,0,1 +brosnji01,1958,2,SLN,NL,33,31,2,3,2,0,0,1,0,0,3,11,0,0,3,0,0 +browndi01,1958,1,CLE,AL,68,173,20,41,5,0,7,20,1,0,14,27,1,3,2,1,3 +brownha01,1958,1,BAL,AL,21,27,4,4,1,0,0,1,0,0,1,6,0,1,1,0,1 +brutobi01,1958,1,ML1,NL,100,325,47,91,11,3,3,28,4,1,27,37,4,2,4,3,5 +buddido01,1958,1,BOS,AL,136,497,74,118,25,2,12,43,0,4,82,106,1,4,9,2,13 +buhlbo01,1958,1,ML1,NL,11,25,3,5,0,0,0,0,0,0,0,6,0,0,1,0,0 +bunniji01,1958,1,DET,AL,36,75,7,14,2,0,0,3,0,0,3,24,0,0,6,0,3 +burdele01,1958,1,ML1,NL,47,99,11,24,1,1,3,15,0,0,3,24,0,1,5,0,4 +burgesm01,1958,1,CIN,NL,99,251,28,71,12,1,6,31,0,0,22,20,3,1,0,0,8 +burkele02,1958,1,BAL,AL,7,11,4,5,1,0,1,4,0,0,1,2,0,0,0,0,0 +burkma01,1958,1,PHI,NL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +burnewa01,1958,1,KC1,AL,12,6,0,1,0,0,0,0,0,0,1,1,0,0,1,0,0 +burnspe01,1958,1,SFN,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +burtoel01,1958,1,SLN,NL,8,30,5,7,0,1,2,4,0,1,3,8,0,1,0,0,1 +busbyji01,1958,1,BAL,AL,113,215,32,51,7,2,3,19,6,4,24,37,0,3,1,2,2 +buzhajo01,1958,1,CHN,NL,6,8,0,1,0,0,0,0,0,0,0,5,0,0,0,0,0 +byerlbu01,1958,1,WS1,AL,17,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +byerlbu01,1958,2,BOS,AL,18,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +callijo01,1958,1,CHA,AL,18,64,10,19,4,2,1,12,1,0,6,14,0,0,0,1,1 +cardwdo01,1958,1,PHI,NL,16,38,0,8,2,0,0,3,0,0,0,11,0,0,1,0,0 +careyan01,1958,1,NYA,AL,102,315,39,90,19,4,12,45,1,2,34,43,4,6,7,3,5 +carrach01,1958,1,CLE,AL,49,156,14,40,6,0,2,21,0,0,14,12,1,0,3,0,4 +carrach01,1958,2,KC1,AL,59,160,19,34,5,1,2,13,0,1,21,15,0,0,1,0,3 +casalje01,1958,1,BOS,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cashno01,1958,1,CHA,AL,13,8,2,2,0,0,0,0,0,0,0,1,0,0,0,0,0 +castlfo01,1958,1,BAL,AL,98,200,15,34,5,0,3,14,2,0,16,34,2,3,4,0,6 +cepedor01,1958,1,SFN,NL,148,603,88,188,38,4,25,96,15,11,29,84,7,3,0,9,18 +cervbo01,1958,1,KC1,AL,141,515,93,157,20,7,38,104,3,3,50,82,10,5,0,2,19 +chitiha01,1958,1,KC1,AL,103,295,32,79,11,3,9,44,3,2,18,48,4,3,5,6,7 +chittne01,1958,1,SLN,NL,13,4,0,1,0,0,0,1,0,0,0,2,0,0,0,0,0 +chrisne01,1958,1,WS1,AL,105,233,19,50,7,4,5,26,1,3,16,18,2,0,2,0,6 +churnch01,1958,1,CLE,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cicotal01,1958,1,WS1,AL,9,10,0,2,0,0,0,0,0,0,0,2,0,0,0,0,2 +cicotal01,1958,2,DET,AL,15,17,1,3,0,0,0,0,0,0,0,5,0,0,0,0,0 +cimolgi01,1958,1,LAN,NL,109,325,35,80,6,3,9,27,3,3,18,49,0,3,6,0,16 +clarkph01,1958,1,SLN,NL,8,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +clemero01,1958,1,PIT,NL,140,519,69,150,24,10,6,50,8,2,31,41,1,0,3,3,15 +clevete01,1958,1,WS1,AL,55,22,1,3,0,1,0,0,0,0,2,12,0,0,2,0,0 +cokerji01,1958,1,PHI,NL,2,6,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1 +colavro01,1958,1,CLE,AL,143,489,80,148,26,3,41,113,0,2,84,89,6,2,0,3,16 +colesch01,1958,1,CIN,NL,5,11,0,2,1,0,0,2,0,0,2,6,0,0,0,0,0 +colluja01,1958,1,LAN,NL,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +conlebo01,1958,1,PHI,NL,2,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +conlege01,1958,1,ML1,NL,26,16,2,3,0,0,1,2,0,0,0,4,0,0,0,0,0 +consobi01,1958,1,BOS,AL,46,72,13,9,2,1,0,5,0,0,6,14,0,0,0,0,3 +constji01,1958,1,SFN,NL,9,1,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0 +constji01,1958,2,CLE,AL,6,2,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0 +constji01,1958,3,WS1,AL,15,4,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +courtcl01,1958,1,WS1,AL,134,450,46,113,18,0,8,62,1,5,48,23,3,9,3,5,11 +covinwe01,1958,1,ML1,NL,90,294,43,97,12,1,24,74,0,0,20,35,7,5,3,2,7 +coxgl01,1958,1,KC1,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0 +craddwa01,1958,1,KC1,AL,23,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +craigro01,1958,1,LAN,NL,9,9,0,0,0,0,0,0,0,0,1,3,0,0,0,0,0 +crandde01,1958,1,ML1,NL,131,427,50,116,23,1,18,63,4,1,48,38,18,4,2,4,14 +cronera01,1958,1,SFN,NL,14,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +crowege01,1958,1,CIN,NL,111,345,31,95,12,5,7,61,1,0,41,51,3,0,1,5,7 +cunnijo01,1958,1,SLN,NL,131,337,61,105,20,3,12,57,4,4,82,23,3,3,1,1,9 +daleybu01,1958,1,KC1,AL,26,16,1,2,1,0,0,0,0,0,0,0,0,0,1,0,0 +daleype01,1958,1,BOS,AL,27,56,10,18,2,1,2,8,0,0,7,11,1,0,1,0,3 +daniebe02,1958,1,PIT,NL,8,8,1,1,0,0,0,2,0,0,0,5,0,0,0,0,0 +darkal01,1958,1,SLN,NL,18,64,7,19,0,0,1,5,0,0,2,6,0,0,0,0,3 +darkal01,1958,2,CHN,NL,114,464,54,137,16,4,3,43,1,1,29,23,1,5,2,6,13 +davenji01,1958,1,SFN,NL,134,434,70,111,22,3,12,41,1,3,33,64,0,7,17,2,4 +davisbo01,1958,1,KC1,AL,8,6,0,1,0,0,0,0,0,0,0,0,0,0,1,0,1 +delgrbo01,1958,1,NYA,AL,12,5,1,1,0,0,0,0,0,1,1,1,0,0,0,0,0 +delocik01,1958,1,BOS,AL,31,48,1,3,1,0,0,0,0,0,3,20,0,0,5,0,0 +demaejo01,1958,1,KC1,AL,139,442,32,97,11,1,6,38,1,0,16,84,1,1,6,3,14 +demerjo01,1958,1,ML1,NL,3,3,1,2,0,0,0,0,0,0,0,0,0,0,0,0,0 +demetdo01,1958,1,LAN,NL,43,106,11,20,2,0,5,8,2,3,5,32,0,0,1,0,0 +dicksmu01,1958,1,KC1,AL,28,35,2,9,0,0,1,1,0,0,1,5,0,1,2,0,0 +dicksmu01,1958,2,NYA,AL,6,7,0,2,0,0,0,1,0,0,0,2,0,0,0,0,0 +ditmaar01,1958,1,NYA,AL,38,44,8,11,0,0,0,5,0,0,2,10,0,0,2,0,3 +dobyla01,1958,1,CLE,AL,89,247,41,70,10,1,13,45,0,2,26,49,2,0,0,3,7 +donovdi01,1958,1,CHA,AL,34,80,5,9,0,0,0,1,0,0,10,33,0,2,2,0,0 +dottedu01,1958,1,CIN,NL,11,28,1,7,1,0,1,2,0,0,2,4,0,0,0,0,0 +drabomo01,1958,1,CHN,NL,22,45,3,7,1,0,0,3,0,0,0,11,0,0,3,0,0 +dropowa01,1958,1,CHA,AL,28,52,3,10,1,0,2,8,0,0,5,11,0,1,0,1,3 +dropowa01,1958,2,CIN,NL,63,162,18,47,7,2,7,31,0,0,12,31,0,1,0,4,7 +drottdi01,1958,1,CHN,NL,39,55,6,15,0,0,0,6,0,0,3,18,0,0,1,0,0 +drysddo01,1958,1,LAN,NL,47,66,9,15,1,1,7,12,0,0,3,25,0,0,3,0,0 +durenry01,1958,1,NYA,AL,44,13,0,1,0,0,0,1,0,0,3,8,0,1,4,0,0 +duserca01,1958,1,KC1,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ellswdi01,1958,1,CHN,NL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +elstodo01,1958,1,CHN,NL,69,14,1,5,0,0,0,0,0,0,0,2,0,0,1,0,0 +ennisde01,1958,1,SLN,NL,106,329,22,86,18,1,3,47,0,1,15,35,3,1,0,7,17 +erickdo01,1958,1,PHI,NL,9,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +ernagfr01,1958,1,CHN,NL,9,8,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +erskica01,1958,1,LAN,NL,32,27,1,1,0,0,0,0,0,0,1,8,0,0,1,0,0 +espossa01,1958,1,CHA,AL,98,81,16,20,3,0,0,3,1,1,12,6,1,2,2,0,1 +essegch01,1958,1,PHI,NL,39,114,15,28,5,2,5,16,0,0,12,34,0,0,2,0,2 +facero01,1958,1,PIT,NL,57,7,0,0,0,0,0,0,0,0,0,2,0,0,2,0,0 +fairlro01,1958,1,LAN,NL,15,53,6,15,1,0,2,8,0,0,6,7,0,0,0,1,1 +farretu01,1958,1,PHI,NL,54,24,1,5,0,0,0,1,0,0,1,11,0,0,0,0,0 +felleja01,1958,1,DET,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fernach01,1958,1,PHI,NL,148,522,38,120,18,5,6,51,12,6,37,48,3,2,10,7,15 +ferrado01,1958,1,CLE,AL,28,26,1,3,0,0,0,0,0,1,1,4,0,0,0,0,0 +finigji01,1958,1,SFN,NL,23,25,3,5,2,0,0,1,0,0,3,5,1,1,0,0,1 +fischbi01,1958,1,CHA,AL,17,7,0,1,1,0,0,1,0,0,0,1,0,0,1,0,0 +fischbi01,1958,2,DET,AL,22,1,0,0,0,0,0,0,0,0,1,0,0,0,1,0,1 +fischbi01,1958,3,WS1,AL,3,5,0,1,0,0,0,0,0,0,1,1,0,0,0,0,0 +fitzged01,1958,1,WS1,AL,58,114,7,30,3,0,0,11,0,0,8,15,0,0,1,1,8 +fitzgjo03,1958,1,SFN,NL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +flanito01,1958,1,SLN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +floodcu01,1958,1,SLN,NL,121,422,50,110,17,2,10,41,2,12,31,56,1,4,4,0,17 +fodgege01,1958,1,CHN,NL,16,7,1,0,0,0,0,0,0,0,1,1,0,0,1,0,0 +foileha01,1958,1,PIT,NL,104,264,31,54,10,2,8,30,0,1,45,53,10,1,3,1,4 +fondyde01,1958,1,CIN,NL,89,124,23,27,1,1,1,11,7,1,5,27,0,0,1,1,1 +fordwh01,1958,1,NYA,AL,30,73,10,15,1,0,0,2,0,0,5,10,0,1,5,0,1 +fornimi01,1958,1,BOS,AL,37,29,2,6,0,0,0,1,0,0,0,5,0,0,0,0,1 +foxne01,1958,1,CHA,AL,155,623,82,187,21,6,0,49,5,6,47,11,5,11,12,5,13 +foytapa01,1958,1,DET,AL,39,75,5,18,2,0,0,9,1,0,6,20,0,0,7,0,1 +francti01,1958,1,CHA,AL,41,128,10,33,3,2,1,10,2,3,14,24,1,0,0,0,4 +francti01,1958,2,DET,AL,45,69,11,17,5,0,0,10,0,0,15,16,3,0,0,0,2 +freemhe01,1958,1,CIN,NL,3,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +freemhe01,1958,2,CHN,NL,9,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +freesge02,1958,1,PIT,NL,17,18,1,3,0,0,1,2,0,0,1,2,0,0,0,0,1 +freesge02,1958,2,SLN,NL,62,191,28,49,11,1,6,16,1,1,10,32,0,0,1,0,1 +fridlji01,1958,1,CIN,NL,5,9,2,2,2,0,0,1,0,0,0,2,0,0,0,0,0 +frienbo01,1958,1,PIT,NL,38,94,3,10,2,0,0,6,0,0,4,28,0,0,10,1,1 +furilca01,1958,1,LAN,NL,122,411,54,119,19,3,18,83,0,2,35,28,2,2,4,7,15 +gablega01,1958,1,CHN,NL,3,3,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +garcimi01,1958,1,CLE,AL,6,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +gardnbi02,1958,1,BAL,AL,151,560,32,126,28,2,3,33,2,3,34,53,4,3,6,4,11 +garvene01,1958,1,KC1,AL,31,69,5,12,3,0,0,1,0,0,6,16,0,0,4,0,3 +geigega01,1958,1,CLE,AL,91,195,28,45,3,1,1,6,2,2,27,43,0,3,2,2,1 +gentiji01,1958,1,LAN,NL,12,30,0,4,1,0,0,4,0,0,4,6,1,0,0,0,1 +gernedi01,1958,1,BOS,AL,122,431,59,102,19,1,20,69,2,0,59,78,4,2,2,2,16 +giallbo01,1958,1,LAN,NL,8,6,1,1,0,0,0,0,0,0,0,3,0,0,3,0,0 +gielpa01,1958,1,SFN,NL,29,27,0,2,0,0,0,1,0,0,1,8,0,1,4,0,0 +gilliji01,1958,1,LAN,NL,147,555,81,145,25,5,2,43,18,11,78,22,1,0,3,0,5 +ginsbjo01,1958,1,BAL,AL,61,109,4,23,1,0,3,16,0,0,13,14,1,2,0,2,0 +gomezru01,1958,1,SFN,NL,48,70,8,14,4,0,0,6,1,0,1,10,0,0,4,0,2 +goodmbi01,1958,1,CHA,AL,116,425,41,127,15,5,0,40,1,0,37,21,1,2,3,4,10 +gormato02,1958,1,KC1,AL,50,17,1,2,1,0,0,0,0,0,0,10,0,0,0,0,1 +goryljo01,1958,1,CHN,NL,83,219,27,53,9,3,4,14,0,1,27,34,2,2,2,0,14 +grabero01,1958,1,CLE,AL,4,8,0,1,0,0,0,0,0,0,1,2,0,0,0,0,0 +graffmi01,1958,1,KC1,AL,5,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grammal01,1958,1,CIN,NL,105,216,25,47,8,0,0,12,2,2,34,24,1,2,7,0,6 +grantmu01,1958,1,CLE,AL,54,66,4,5,3,0,0,5,0,0,2,17,0,0,4,0,2 +graydi01,1958,1,LAN,NL,58,197,25,49,5,6,9,30,1,1,19,30,0,4,1,0,6 +grayjo01,1958,1,PHI,NL,15,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +greenge01,1958,1,SLN,NL,137,442,47,124,18,3,13,55,2,1,37,48,4,1,2,7,24 +greenle01,1958,1,BAL,AL,69,91,10,21,4,0,0,4,0,2,9,10,0,0,1,1,1 +griggha01,1958,1,WS1,AL,32,41,1,5,1,1,0,3,0,1,0,21,0,0,2,1,0 +grimbo01,1958,1,NYA,AL,11,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +grimbo01,1958,2,KC1,AL,26,32,2,6,0,0,0,2,0,0,1,8,0,0,3,0,0 +grissma01,1958,1,SFN,NL,51,9,0,0,0,0,0,0,0,0,1,5,0,0,1,0,1 +groatdi01,1958,1,PIT,NL,151,584,67,175,36,9,3,66,2,2,23,32,7,4,6,5,21 +grossdo01,1958,1,PIT,NL,40,18,1,1,0,0,0,2,0,0,1,5,0,0,1,0,0 +grothjo01,1958,1,DET,AL,88,146,24,41,5,2,2,11,0,1,13,19,0,0,2,0,4 +haased01,1958,1,ML1,NL,9,14,2,5,0,0,0,1,0,0,2,1,0,0,0,0,0 +hackewa02,1958,1,PHI,NL,9,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +haddiha01,1958,1,CIN,NL,42,61,11,11,4,0,1,1,0,0,8,18,0,0,6,0,0 +hadleke01,1958,1,KC1,AL,3,11,1,2,0,0,0,0,0,0,0,4,0,0,0,0,0 +halebo01,1958,1,BAL,AL,19,20,2,7,2,0,0,3,0,0,2,1,0,0,0,0,2 +hallbi02,1958,1,PIT,NL,51,116,15,33,6,0,1,15,0,0,15,13,8,0,0,0,2 +hamnegr01,1958,1,PHI,NL,35,133,18,40,7,3,2,18,0,0,8,16,0,0,3,0,8 +hamribe01,1958,1,BAL,AL,8,8,0,1,0,0,0,0,0,0,0,6,0,0,0,0,0 +hanebha01,1958,1,ML1,NL,63,133,14,25,3,0,4,10,0,1,13,9,2,2,2,0,5 +hansero02,1958,1,BAL,AL,12,19,1,0,0,0,0,1,0,0,0,7,0,1,1,1,0 +hardyca01,1958,1,CLE,AL,27,49,10,10,3,0,1,6,1,2,6,14,0,1,1,1,0 +harrebi01,1958,1,CLE,AL,101,229,36,50,4,0,7,19,12,2,15,36,2,2,1,1,3 +harriga01,1958,1,DET,AL,134,451,63,123,18,8,20,83,1,2,36,60,3,4,1,6,10 +harshja01,1958,1,BAL,AL,47,82,11,16,1,0,6,14,0,0,17,22,0,0,1,1,2 +hatfifr01,1958,1,CLE,AL,3,8,0,1,0,0,0,1,0,0,1,1,0,0,0,0,0 +hatfifr01,1958,2,CIN,NL,3,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +haydele01,1958,1,CIN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hazlebo01,1958,1,ML1,NL,20,56,6,10,0,0,0,5,0,0,9,4,0,1,0,0,0 +hazlebo01,1958,2,DET,AL,43,58,5,14,2,0,2,5,0,0,5,13,0,0,0,0,0 +hearnji01,1958,1,PHI,NL,39,14,0,0,0,0,0,0,0,0,1,8,0,0,0,0,0 +heganji01,1958,1,DET,AL,45,130,14,25,6,0,1,7,0,0,10,32,1,0,0,0,5 +heganji01,1958,2,PHI,NL,25,59,5,13,6,0,0,6,0,0,4,16,0,0,0,0,0 +heldwo01,1958,1,KC1,AL,47,131,13,28,2,0,4,16,0,1,10,28,0,2,2,2,5 +heldwo01,1958,2,CLE,AL,67,144,12,28,4,1,3,17,1,2,15,36,0,4,1,2,4 +hemusso01,1958,1,PHI,NL,105,334,53,95,14,3,8,36,3,1,51,34,6,8,6,2,4 +henribo01,1958,1,CIN,NL,5,3,2,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +henrybi01,1958,1,CHN,NL,44,17,2,4,1,0,0,1,0,0,2,6,0,0,0,0,0 +herbera01,1958,1,KC1,AL,42,52,4,10,3,0,0,2,0,0,5,12,0,0,2,0,1 +herrepa01,1958,1,PHI,NL,29,63,5,17,3,0,1,6,1,2,7,15,0,1,0,1,2 +herzowh01,1958,1,WS1,AL,8,5,0,0,0,0,0,0,0,0,1,5,0,0,0,0,0 +herzowh01,1958,2,KC1,AL,88,96,11,23,1,2,0,9,0,3,16,21,1,0,0,1,0 +hillmda01,1958,1,CHN,NL,32,41,4,6,2,0,0,3,0,0,0,20,0,0,2,0,0 +hoakdo01,1958,1,CIN,NL,114,417,51,109,30,0,6,50,6,8,43,36,4,2,3,1,11 +hobbigl01,1958,1,CHN,NL,55,48,3,7,0,0,0,1,0,0,1,26,0,0,1,1,2 +hodgegi01,1958,1,LAN,NL,141,475,68,123,15,1,22,64,8,2,52,87,3,0,2,3,15 +hoeftbi01,1958,1,DET,AL,43,44,10,12,0,2,0,5,0,0,4,11,0,0,1,1,1 +hookja01,1958,1,CIN,NL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +housefr03,1958,1,KC1,AL,76,202,16,51,6,3,4,24,1,0,12,13,2,1,1,2,9 +howarel01,1958,1,NYA,AL,103,376,45,118,19,5,11,66,1,1,22,60,6,0,4,4,9 +howarfr01,1958,1,LAN,NL,8,29,3,7,1,0,1,2,0,0,1,11,0,0,0,0,1 +howeldi01,1958,1,CHA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +huntebi03,1958,1,KC1,AL,22,58,6,9,1,1,2,11,1,1,5,7,0,0,3,0,1 +huntebi03,1958,2,CLE,AL,76,190,21,37,10,2,0,9,4,1,17,37,1,1,5,1,3 +hydedi01,1958,1,WS1,AL,53,18,1,0,0,0,0,0,0,0,2,7,0,0,3,0,2 +jablora01,1958,1,SFN,NL,82,230,28,53,15,1,12,46,2,0,17,50,2,2,0,2,11 +jacksla01,1958,1,SLN,NL,50,60,4,9,1,0,0,2,0,1,1,20,0,0,2,0,2 +jackslo01,1958,1,CHN,NL,24,35,5,6,2,1,1,6,0,1,1,9,0,0,0,0,1 +jacksra01,1958,1,LAN,NL,35,65,8,12,3,0,1,4,0,0,5,10,1,0,0,0,3 +jacksra01,1958,2,CLE,AL,29,91,7,22,3,1,4,13,0,0,3,18,0,0,0,0,3 +jacksro01,1958,1,CHA,AL,61,146,19,34,4,0,7,21,2,0,18,46,0,2,0,1,4 +jamesjo01,1958,1,NYA,AL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +jayjo01,1958,1,ML1,NL,18,32,0,3,0,0,0,0,0,0,4,16,0,0,1,0,1 +jeffcha01,1958,1,CIN,NL,50,9,2,5,0,0,0,0,0,0,1,2,0,0,0,0,0 +jenseja01,1958,1,BOS,AL,154,548,83,157,31,0,35,122,9,4,99,65,7,3,1,4,13 +johnsco01,1958,1,BAL,AL,26,34,1,7,1,0,0,2,0,0,2,12,0,0,1,1,0 +johnsda01,1958,1,NYA,AL,5,16,1,4,0,0,0,0,0,0,0,2,0,0,0,0,0 +johnsdo03,1958,1,SFN,NL,17,2,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +johnser02,1958,1,ML1,NL,15,2,0,0,0,0,0,1,0,0,1,1,0,0,0,0,0 +johnsfo01,1958,1,CHN,NL,8,5,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +johnske02,1958,1,KC1,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jonesgo01,1958,1,SFN,NL,11,7,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +jonessa02,1958,1,SLN,NL,35,90,2,9,0,0,0,4,0,0,2,26,0,0,2,1,3 +joneswi01,1958,1,PHI,NL,118,398,52,108,15,1,14,60,1,2,49,45,4,2,3,4,8 +kalinal01,1958,1,DET,AL,146,543,84,170,34,7,16,85,7,4,54,47,6,2,3,5,18 +kaskoed01,1958,1,SLN,NL,104,259,20,57,8,1,2,22,1,2,21,25,6,0,1,2,9 +kattra01,1958,1,SLN,NL,19,41,1,7,1,0,1,4,0,0,4,6,0,0,1,1,3 +kazante01,1958,1,PHI,NL,95,289,21,66,12,2,3,35,2,3,22,34,2,4,2,1,9 +keegabo01,1958,1,CHA,AL,14,4,0,0,0,0,0,1,0,0,0,0,0,0,1,1,0 +kellnal01,1958,1,KC1,AL,8,11,0,1,1,0,0,0,0,0,1,2,0,0,2,0,0 +kellnal01,1958,2,CIN,NL,18,28,5,10,0,0,0,6,0,0,2,6,0,0,0,0,1 +kellybo01,1958,1,CIN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kellybo01,1958,2,CLE,AL,13,4,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0 +kemmeru01,1958,1,WS1,AL,40,69,3,11,0,0,0,1,0,0,2,28,0,0,2,0,2 +keougma01,1958,1,BOS,AL,68,118,21,26,3,3,1,9,1,1,7,29,0,0,0,1,2 +kielyle01,1958,1,BOS,AL,47,13,0,0,0,0,0,0,0,0,0,4,0,0,2,0,0 +killeha01,1958,1,WS1,AL,13,31,2,6,0,0,0,2,0,0,0,12,0,1,0,1,0 +kindaje01,1958,1,CHN,NL,3,6,0,1,1,0,0,0,0,0,0,3,0,0,0,0,0 +kingch01,1958,1,CHN,NL,8,8,1,2,0,0,0,1,0,0,3,1,1,0,0,0,0 +kingji01,1958,1,SFN,NL,34,56,8,12,2,1,2,8,0,1,10,8,1,1,0,0,0 +kippfr01,1958,1,LAN,NL,42,36,4,9,1,0,0,1,0,0,1,4,0,0,0,0,0 +kirklwi01,1958,1,SFN,NL,122,418,48,108,25,6,14,56,3,2,43,69,7,5,0,4,5 +klausbi01,1958,1,BOS,AL,61,88,5,14,4,0,1,7,0,0,5,16,0,0,0,0,2 +klimclo01,1958,1,KC1,AL,2,10,2,2,0,0,1,1,0,0,0,1,0,0,0,0,0 +klinero01,1958,1,PIT,NL,33,74,2,2,1,0,0,1,0,0,4,42,0,1,9,0,2 +klippjo01,1958,1,CIN,NL,12,8,1,1,0,0,0,1,0,0,0,2,0,0,1,0,1 +klippjo01,1958,2,LAN,NL,45,20,1,1,0,0,0,0,0,0,0,10,0,0,1,0,0 +kluszte01,1958,1,PIT,NL,100,301,29,88,13,4,4,37,0,0,26,16,6,1,1,2,8 +koppejo01,1958,1,ML1,NL,16,9,3,4,0,0,0,0,0,0,1,1,0,0,0,0,0 +korchst01,1958,1,WS1,AL,21,51,6,4,2,1,0,1,0,0,1,16,1,0,0,0,0 +koufasa01,1958,1,LAN,NL,40,49,2,6,1,0,0,1,0,0,1,26,0,0,5,0,0 +kravida01,1958,1,PIT,NL,45,100,9,24,3,2,1,5,0,0,11,10,5,0,0,1,4 +kubekto01,1958,1,NYA,AL,138,559,66,148,21,1,2,48,5,4,25,57,3,1,8,4,7 +kucksjo01,1958,1,NYA,AL,34,40,2,5,2,0,0,2,0,0,3,9,0,0,6,0,0 +kuennha01,1958,1,DET,AL,139,561,73,179,39,3,8,54,5,10,51,34,8,0,3,4,13 +labincl01,1958,1,LAN,NL,52,18,0,1,0,0,0,0,0,0,2,12,0,0,1,0,0 +landiji01,1958,1,CHA,AL,142,523,72,145,23,7,15,64,19,7,52,80,1,8,9,1,9 +landrho01,1958,1,SLN,NL,70,144,9,31,4,0,3,13,0,1,26,21,4,0,1,0,2 +larkeno01,1958,1,LAN,NL,99,253,32,70,16,5,4,29,1,1,29,21,0,3,1,5,8 +larsedo01,1958,1,NYA,AL,28,49,9,15,1,0,4,13,0,2,5,9,0,0,2,1,2 +laryfr01,1958,1,DET,AL,39,88,6,15,1,1,1,6,0,2,3,20,0,0,9,0,2 +latmaba01,1958,1,CHA,AL,13,12,2,1,0,0,0,0,0,0,2,7,0,0,1,0,0 +lauch01,1958,1,DET,AL,30,68,8,10,1,2,0,6,0,0,12,15,2,2,0,0,2 +lawrebr01,1958,1,CIN,NL,46,53,1,6,0,0,0,3,1,1,5,13,0,0,1,2,1 +lawve01,1958,1,PIT,NL,36,62,11,12,3,1,2,12,0,0,9,10,0,0,7,2,4 +leedo01,1958,1,DET,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lehmake01,1958,1,BAL,AL,31,14,0,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +lemonbo01,1958,1,CLE,AL,15,13,1,3,0,0,0,1,0,0,1,4,0,0,0,0,0 +lemonji01,1958,1,WS1,AL,142,501,65,123,15,9,26,75,2,4,50,120,3,1,1,2,11 +lepcite01,1958,1,BOS,AL,50,136,10,27,3,0,6,14,0,1,12,47,1,1,0,0,2 +lillibo01,1958,1,LAN,NL,20,69,10,27,3,1,1,5,1,2,4,2,0,1,1,2,1 +lindsch02,1958,1,CHA,AL,1,1,1,1,0,1,0,1,0,0,1,0,0,0,0,0,0 +lipetan01,1958,1,PHI,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +littldi01,1958,1,ML1,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lockmwh01,1958,1,SFN,NL,92,122,15,29,5,0,2,7,0,0,13,8,4,0,6,0,0 +loesbi01,1958,1,BAL,AL,32,30,1,2,0,0,0,1,0,0,1,10,0,0,3,1,0 +loganjo01,1958,1,ML1,NL,145,530,54,120,20,0,11,53,1,2,40,57,1,5,13,2,8 +lollash01,1958,1,CHA,AL,127,421,53,115,16,0,20,84,2,1,57,37,3,8,1,4,12 +longda02,1958,1,CHN,NL,142,480,68,130,26,4,20,75,2,0,66,64,9,2,0,6,15 +lonnejo01,1958,1,PHI,NL,17,50,0,7,2,0,0,2,0,0,2,11,0,0,0,2,1 +lopatst01,1958,1,PHI,NL,86,258,36,64,9,0,9,33,0,1,60,63,9,2,0,2,15 +lopezhe01,1958,1,KC1,AL,151,564,84,147,28,4,17,73,2,2,49,61,2,2,7,9,23 +lowntu01,1958,1,CHN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lowntu01,1958,2,CIN,NL,11,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lowntu01,1958,3,CHA,AL,27,9,0,3,0,0,0,2,0,0,0,3,0,0,1,0,0 +lumenra01,1958,1,WS1,AL,8,8,0,2,0,0,0,0,0,0,0,3,0,0,0,0,0 +lumpeje01,1958,1,NYA,AL,81,232,34,59,8,4,3,32,1,2,23,21,2,1,2,4,7 +lynchje01,1958,1,CIN,NL,122,420,58,131,20,5,16,68,1,4,18,54,1,0,2,3,7 +maasdu01,1958,1,KC1,AL,10,17,2,3,2,0,0,1,0,0,1,5,0,0,1,0,0 +maasdu01,1958,2,NYA,AL,22,34,3,3,0,0,0,1,0,0,3,11,0,0,1,0,0 +mabebo01,1958,1,SLN,NL,32,24,2,1,0,0,0,1,0,0,1,15,0,0,3,0,0 +maglisa01,1958,1,NYA,AL,7,7,1,1,0,0,1,3,0,0,0,4,0,0,0,0,0 +maglisa01,1958,2,SLN,NL,10,16,0,2,0,0,0,1,0,0,1,6,0,0,1,0,0 +malkmbo01,1958,1,WS1,AL,41,70,5,13,2,1,0,3,0,0,4,15,0,0,0,0,3 +malzofr01,1958,1,BOS,AL,155,627,76,185,30,2,15,87,1,3,33,53,3,4,5,3,21 +mantife01,1958,1,ML1,NL,85,226,37,50,5,1,7,19,2,0,20,20,2,0,4,2,6 +mantlmi01,1958,1,NYA,AL,150,519,127,158,21,1,42,97,18,3,129,120,13,2,2,2,11 +marisro01,1958,1,CLE,AL,51,182,26,41,5,1,9,27,4,2,17,33,2,0,0,3,0 +marisro01,1958,2,KC1,AL,99,401,61,99,14,3,19,53,0,0,28,52,1,2,2,2,2 +marshji01,1958,1,BAL,AL,85,191,17,41,4,3,5,19,3,2,18,30,1,0,0,2,4 +marshji01,1958,2,CHN,NL,26,81,12,22,2,0,5,11,1,0,12,13,0,1,0,0,0 +martibi02,1958,1,DET,AL,131,498,56,127,19,1,7,42,5,3,16,62,0,3,13,6,16 +martimo01,1958,1,SLN,NL,17,5,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +martimo01,1958,2,CLE,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +martybo01,1958,1,KC1,AL,95,226,25,59,10,7,2,23,1,4,26,36,5,0,1,1,2 +masonha01,1958,1,PHI,NL,1,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +massago01,1958,1,CHN,NL,2,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +matheed01,1958,1,ML1,NL,149,546,97,137,18,1,31,77,5,0,85,85,5,2,8,8,9 +maurira01,1958,1,LAN,NL,3,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +maxwech01,1958,1,DET,AL,131,397,56,108,14,4,13,65,6,1,64,54,4,0,0,5,5 +mayered02,1958,1,CHN,NL,19,5,1,1,0,0,0,1,0,0,0,1,0,0,0,0,0 +mayswi01,1958,1,SFN,NL,152,600,121,208,33,11,29,96,31,6,78,56,12,1,0,6,11 +mazerbi01,1958,1,PIT,NL,152,567,69,156,24,6,19,68,1,1,25,71,3,3,9,3,15 +mcanaji01,1958,1,CHA,AL,5,13,0,0,0,0,0,0,0,0,0,5,0,0,0,0,0 +mccormi03,1958,1,SFN,NL,42,54,4,12,1,0,0,3,0,0,2,21,0,0,3,0,1 +mcdanli01,1958,1,SLN,NL,26,30,0,2,0,0,0,3,0,0,0,14,0,0,2,0,0 +mcdanvo01,1958,1,SLN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +mcdermi03,1958,1,DET,AL,4,3,0,1,0,0,0,1,0,0,0,2,0,0,0,0,0 +mcdevda01,1958,1,LAN,NL,13,15,1,2,1,0,0,2,0,0,0,6,0,0,0,0,0 +mcdonji04,1958,1,CHA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcdougi01,1958,1,NYA,AL,138,503,69,126,19,1,14,65,6,2,59,75,1,3,7,6,15 +mcilwst01,1958,1,CHA,AL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mclisca01,1958,1,CLE,AL,39,64,6,6,0,0,0,1,0,0,13,25,0,0,4,1,1 +mcmahdo02,1958,1,ML1,NL,38,9,0,1,0,0,0,0,0,0,2,6,0,0,1,0,1 +mcmilro01,1958,1,CIN,NL,145,393,48,90,18,3,1,25,5,2,47,33,5,1,5,1,8 +mejiaro01,1958,1,PIT,NL,76,157,17,42,3,2,5,19,2,0,2,27,1,1,5,1,4 +meltoda01,1958,1,KC1,AL,9,6,0,0,0,0,0,0,0,0,0,5,0,0,0,0,0 +meyerja01,1958,1,PHI,NL,37,18,1,5,0,0,0,1,0,0,0,2,0,0,1,0,1 +miksied01,1958,1,BAL,AL,3,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +miksied01,1958,2,CIN,NL,69,50,15,7,0,0,0,4,1,1,5,5,0,0,4,0,2 +milesdo01,1958,1,LAN,NL,8,22,2,4,0,0,0,0,0,0,0,6,0,1,0,0,0 +millebo02,1958,1,PHI,NL,17,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +millest01,1958,1,SFN,NL,42,50,4,6,1,0,0,5,0,0,7,17,0,0,5,0,0 +minosmi01,1958,1,CLE,AL,149,556,94,168,25,2,24,80,14,14,59,53,3,15,6,2,13 +miranwi01,1958,1,BAL,AL,102,214,15,43,6,0,1,8,1,1,14,25,2,0,2,0,2 +mizelvi01,1958,1,SLN,NL,30,61,3,7,1,0,0,1,0,0,1,25,0,0,5,0,1 +moellro01,1958,1,BAL,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +moforhe01,1958,1,DET,AL,25,37,1,1,0,0,0,1,0,0,1,9,0,0,3,0,1 +monbobi01,1958,1,BOS,AL,10,17,0,3,0,0,0,1,0,0,0,2,0,0,2,0,1 +monroza01,1958,1,NYA,AL,21,17,2,2,1,0,0,0,0,0,0,6,0,0,0,0,0 +monzara01,1958,1,SFN,NL,44,49,2,8,0,0,0,1,0,0,0,17,0,0,1,0,1 +moonwa01,1958,1,SLN,NL,108,290,36,69,10,3,7,38,2,3,47,30,5,0,1,2,9 +moorera02,1958,1,CHA,AL,32,44,1,9,2,0,1,2,0,0,2,13,0,0,5,0,1 +moranbi02,1958,1,CLE,AL,115,257,26,58,11,0,1,18,3,2,13,23,1,0,8,1,7 +morehse01,1958,1,PHI,NL,27,22,1,4,0,0,0,1,0,0,2,11,0,0,3,0,0 +morejda01,1958,1,CIN,NL,12,26,4,5,0,0,0,1,1,0,9,2,1,0,2,0,1 +morgabo01,1958,1,CHN,NL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +morgato01,1958,1,DET,AL,39,10,3,2,0,0,0,1,0,0,0,6,0,0,1,0,0 +morynwa01,1958,1,CHN,NL,143,512,77,135,26,7,26,77,1,2,62,83,7,8,2,3,7 +mossido01,1958,1,CLE,AL,43,26,3,3,0,0,0,1,0,0,0,13,0,0,0,1,0 +mossle01,1958,1,CHA,AL,2,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +muelldo01,1958,1,CHA,AL,70,166,7,42,5,0,0,16,0,0,11,9,3,0,2,1,2 +muffebi01,1958,1,SLN,NL,35,20,2,4,1,0,0,2,0,0,1,4,0,0,1,0,1 +musiast01,1958,1,SLN,NL,135,472,64,159,35,2,17,62,0,0,72,26,26,1,0,4,19 +naragha01,1958,1,CLE,AL,9,9,2,3,0,1,0,0,0,0,0,0,0,0,0,0,0 +narlera01,1958,1,CLE,AL,44,54,3,11,1,0,0,0,0,0,4,19,0,0,4,0,0 +nealch01,1958,1,LAN,NL,140,473,87,120,9,6,22,65,7,6,61,91,4,5,4,6,11 +neemaca01,1958,1,CHN,NL,76,201,30,52,7,0,12,29,0,0,21,41,2,3,0,1,5 +negraro01,1958,1,LAN,NL,4,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +newcodo01,1958,1,LAN,NL,11,12,2,5,0,0,0,0,0,0,2,2,0,0,0,0,0 +newcodo01,1958,2,CIN,NL,39,60,9,21,1,0,1,9,0,0,8,10,0,0,0,1,0 +nichodo02,1958,1,CHN,NL,24,5,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +niemabo01,1958,1,BAL,AL,105,366,56,119,20,2,16,60,2,8,44,57,5,0,1,3,12 +nixonru01,1958,1,CLE,AL,113,376,42,113,17,4,9,46,0,3,13,38,4,0,4,2,15 +nixonwi01,1958,1,BOS,AL,10,17,1,5,1,0,0,2,0,0,0,5,0,0,0,0,1 +norenir01,1958,1,SLN,NL,117,178,24,47,9,1,4,22,0,1,13,21,2,4,0,1,3 +nuxhajo01,1958,1,CIN,NL,36,62,4,13,1,0,0,5,1,2,1,13,0,0,2,1,0 +obrieed01,1958,1,PIT,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +obriejo03,1958,1,PIT,NL,3,1,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +obriejo03,1958,2,SLN,NL,12,2,3,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +oconnda02,1958,1,SFN,NL,107,306,44,71,12,2,3,23,2,1,51,35,0,0,9,2,7 +odellbi01,1958,1,BAL,AL,42,72,5,8,2,0,1,1,2,0,6,27,0,0,4,0,2 +oertech01,1958,1,BAL,AL,14,12,4,2,0,0,1,1,0,0,1,1,1,0,0,0,0 +osborbo02,1958,1,DET,AL,2,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +otoolji01,1958,1,CIN,NL,1,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +owensji01,1958,1,PHI,NL,1,2,1,0,0,0,0,0,0,0,0,2,0,1,0,0,0 +pafkoan01,1958,1,ML1,NL,95,164,17,39,7,1,3,23,0,0,15,17,3,2,2,2,3 +paineph01,1958,1,SLN,NL,46,7,1,2,0,0,0,1,0,0,0,1,0,0,1,0,0 +pappami01,1958,1,BAL,AL,32,42,2,6,2,0,1,3,0,0,0,21,0,0,3,0,0 +pascuca02,1958,1,WS1,AL,31,57,2,9,2,1,0,6,0,0,0,4,0,0,4,0,1 +pearsal02,1958,1,WS1,AL,146,530,63,146,25,5,3,33,7,8,64,31,1,2,11,3,11 +penaor01,1958,1,CIN,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pendlji01,1958,1,PIT,NL,3,3,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +perezge01,1958,1,PIT,NL,4,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +peterha01,1958,1,PIT,NL,2,6,0,2,0,0,0,0,0,0,1,0,0,0,0,0,0 +phillbu02,1958,1,CHA,AL,84,260,26,71,10,0,5,30,3,0,15,14,3,1,5,5,10 +phillda01,1958,1,PHI,NL,91,207,30,64,11,4,3,31,1,1,15,20,3,1,1,1,8 +phillta01,1958,1,CHN,NL,39,54,2,3,0,0,0,2,0,0,3,24,0,0,5,0,1 +piercbi02,1958,1,CHA,AL,35,83,10,17,3,0,0,4,0,0,4,13,0,1,6,0,0 +piersji01,1958,1,BOS,AL,130,417,55,99,13,5,8,48,12,2,42,43,2,0,4,6,11 +pignajo01,1958,1,LAN,NL,63,142,18,31,4,0,9,17,4,1,16,26,1,2,3,0,3 +pilaral01,1958,1,BAL,AL,141,379,40,92,21,0,1,24,7,3,42,37,1,2,5,2,7 +pinsova01,1958,1,CIN,NL,27,96,20,26,7,0,1,8,2,1,11,18,0,1,2,0,1 +pizarju01,1958,1,ML1,NL,16,32,4,8,2,0,0,6,0,0,3,9,1,0,0,1,2 +plewshe01,1958,1,WS1,AL,111,380,46,98,12,6,2,29,2,3,17,45,1,1,3,0,7 +podrejo01,1958,1,LAN,NL,42,71,5,9,0,0,0,4,0,0,2,17,0,0,4,2,0 +portebo01,1958,1,BOS,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +portebo01,1958,2,PIT,NL,37,20,1,1,0,0,1,2,0,0,1,7,0,0,0,0,1 +porteja01,1958,1,CLE,AL,40,85,13,17,1,0,4,19,0,0,9,23,0,1,1,0,3 +portoar01,1958,1,BAL,AL,32,67,4,11,2,0,1,8,0,0,2,23,0,0,3,0,0 +postwa01,1958,1,PHI,NL,110,379,51,107,21,3,12,62,0,2,32,74,5,3,2,4,3 +powerjo01,1958,1,PIT,NL,57,82,6,15,1,0,2,2,0,0,8,19,0,0,0,0,3 +powervi01,1958,1,KC1,AL,52,205,35,62,13,4,4,27,1,1,7,3,0,0,3,0,8 +powervi01,1958,2,CLE,AL,93,385,63,122,24,6,12,53,2,1,13,11,2,1,0,6,5 +preskjo01,1958,1,DET,AL,7,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +purkebo01,1958,1,CIN,NL,37,81,9,9,2,0,1,4,0,0,6,42,0,0,6,1,0 +qualtto01,1958,1,PHI,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +qualtto01,1958,2,CHA,AL,26,2,0,0,0,0,0,0,0,0,2,2,0,0,0,0,0 +rabech01,1958,1,CIN,NL,9,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +rainela01,1958,1,CLE,AL,7,9,1,0,0,0,0,0,0,1,0,5,0,0,0,0,0 +ramospe01,1958,1,WS1,AL,53,88,9,21,1,0,0,10,0,0,0,33,0,0,7,1,0 +raydocu01,1958,1,PIT,NL,31,38,2,1,0,0,0,1,0,0,6,25,0,0,4,0,0 +reedho01,1958,1,KC1,AL,3,2,0,0,0,0,0,0,0,0,1,1,0,0,1,0,0 +reesepe01,1958,1,LAN,NL,59,147,21,33,7,2,4,17,1,2,26,15,0,0,6,2,3 +rennabi01,1958,1,BOS,AL,39,56,5,15,5,0,4,18,0,0,6,14,1,0,0,0,1 +repulri01,1958,1,PHI,NL,85,238,33,58,9,4,13,40,0,0,15,47,1,4,2,3,9 +ricede01,1958,1,ML1,NL,43,121,10,27,7,0,1,8,0,0,8,30,1,0,3,0,3 +richabo01,1958,1,NYA,AL,73,182,18,45,6,2,0,14,1,3,8,5,0,0,3,2,1 +ridzist01,1958,1,CLE,AL,6,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +riverji01,1958,1,CHA,AL,116,276,37,62,8,4,9,35,21,3,24,49,5,1,1,7,7 +roachme01,1958,1,ML1,NL,44,136,14,42,7,0,3,10,0,0,6,15,0,0,4,1,1 +roberro01,1958,1,PHI,NL,36,99,12,20,5,1,0,9,0,0,7,15,0,0,3,0,2 +robinbr01,1958,1,BAL,AL,145,463,31,110,16,3,3,32,1,2,31,51,1,5,7,1,19 +robinea01,1958,1,LAN,NL,8,15,3,3,0,0,0,0,0,0,1,4,0,0,0,0,2 +robinfr02,1958,1,CIN,NL,148,554,90,149,25,6,31,83,10,1,62,80,5,7,0,0,13 +robinhu01,1958,1,ML1,NL,19,6,0,1,0,0,0,0,0,0,2,2,0,0,0,0,0 +rodgean01,1958,1,SFN,NL,22,63,7,13,3,1,2,11,0,0,4,14,0,0,0,3,2 +rodrifr01,1958,1,CHN,NL,7,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +roebued01,1958,1,LAN,NL,32,4,2,2,1,0,0,0,0,0,0,1,0,0,0,0,0 +romanjo01,1958,1,CHA,AL,4,7,1,2,0,0,0,1,0,0,1,0,0,0,0,0,0 +romonjo01,1958,1,WS1,AL,27,13,3,4,0,1,1,1,0,0,0,3,0,0,1,0,0 +rosebjo01,1958,1,LAN,NL,114,384,52,104,11,9,14,43,11,8,36,56,2,2,4,5,5 +roselbo01,1958,1,ML1,NL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rudoldo01,1958,1,CHA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +runnepe01,1958,1,BOS,AL,147,568,103,183,32,5,8,59,1,2,87,49,0,6,2,3,15 +rushbo01,1958,1,ML1,NL,28,45,2,9,1,0,0,1,0,0,3,14,0,0,3,1,1 +sanfoja02,1958,1,PHI,NL,38,59,3,10,4,0,0,2,0,0,5,17,0,0,3,0,1 +sauerha01,1958,1,SFN,NL,88,236,27,59,8,0,12,46,0,0,35,37,2,4,0,2,4 +sawatca01,1958,1,ML1,NL,10,10,1,1,0,0,0,1,0,0,2,5,0,0,0,1,1 +sawatca01,1958,2,PHI,NL,60,183,12,42,4,1,5,12,0,0,16,42,4,3,0,1,3 +schaijo01,1958,1,WS1,AL,7,24,1,6,0,0,0,1,0,0,1,4,0,0,0,0,3 +schmibo02,1958,1,SFN,NL,127,393,46,96,20,2,14,54,0,1,33,59,5,3,1,2,19 +schmiwi01,1958,1,CIN,NL,41,11,1,1,0,0,0,0,0,0,1,6,0,0,1,0,0 +schoere01,1958,1,ML1,NL,106,427,47,112,23,1,1,24,3,1,31,21,0,1,5,1,8 +schofdi01,1958,1,SLN,NL,39,108,16,23,4,0,1,8,0,2,23,15,0,0,1,1,1 +schofdi01,1958,2,PIT,NL,26,27,4,4,0,1,0,2,0,1,3,6,0,0,0,1,0 +schroal01,1958,1,BOS,AL,5,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +scorehe01,1958,1,CLE,AL,12,11,1,1,0,0,0,0,0,0,2,5,0,0,0,0,0 +semprra01,1958,1,PHI,NL,36,74,1,7,1,0,0,4,0,0,1,20,0,0,2,0,0 +shantbo01,1958,1,NYA,AL,33,35,1,8,3,0,0,1,0,0,2,12,0,1,1,0,0 +shawbo01,1958,1,DET,AL,12,8,0,3,0,0,0,1,0,0,1,0,0,0,0,0,0 +shawbo01,1958,2,CHA,AL,29,14,0,0,0,0,0,0,0,0,3,7,0,0,0,0,0 +sherrla01,1958,1,LAN,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shipljo01,1958,1,SFN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +siebeno01,1958,1,NYA,AL,134,460,79,138,19,5,14,55,5,8,66,87,3,1,4,2,7 +sievero01,1958,1,WS1,AL,148,550,85,162,18,1,39,108,3,1,53,63,2,4,0,7,13 +simmocu01,1958,1,PHI,NL,38,59,4,12,1,0,0,4,0,0,1,14,0,0,3,0,2 +simpsha01,1958,1,NYA,AL,24,51,1,11,2,1,0,6,0,0,6,12,0,1,0,0,1 +simpsha01,1958,2,KC1,AL,78,212,21,56,7,1,7,27,0,2,26,33,3,0,1,0,1 +singlel01,1958,1,CHN,NL,2,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +sisleda01,1958,1,BOS,AL,30,46,4,9,1,1,0,3,0,0,2,11,0,0,11,1,2 +skinnbo01,1958,1,PIT,NL,144,529,93,170,33,9,13,70,12,4,58,55,7,2,2,5,11 +skizalo01,1958,1,DET,AL,23,33,4,8,2,0,1,2,0,0,5,1,1,0,0,0,1 +skowrbi01,1958,1,NYA,AL,126,465,61,127,22,3,14,73,1,1,28,69,1,4,1,5,16 +slaugen01,1958,1,NYA,AL,77,138,21,42,4,1,4,19,2,0,21,16,0,0,1,0,3 +sleatlo01,1958,1,DET,AL,4,1,1,1,0,0,1,1,0,0,0,0,0,0,0,0,0 +sleatlo01,1958,2,BAL,AL,9,6,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +smallji01,1958,1,KC1,AL,2,4,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +smallro01,1958,1,PHI,NL,1,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +smithal04,1958,1,CHA,AL,139,480,61,121,23,5,12,58,3,3,48,77,2,5,3,5,17 +smithbi04,1958,1,SLN,NL,2,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +smithbo03,1958,1,PIT,NL,35,11,0,1,0,0,0,1,0,0,0,5,0,0,0,1,0 +smithbo04,1958,1,SLN,NL,28,88,8,25,3,0,2,5,1,0,2,18,0,1,0,1,1 +smithbo05,1958,1,BOS,AL,17,19,1,2,0,0,0,0,0,0,2,13,0,0,1,0,0 +smithha08,1958,1,KC1,AL,99,315,32,86,19,2,5,46,0,0,25,47,2,2,1,8,6 +smithha09,1958,1,SLN,NL,77,220,13,50,4,1,1,24,0,0,14,14,4,0,3,1,6 +smithpa03,1958,1,PIT,NL,6,3,0,1,0,0,0,0,0,0,3,0,0,0,0,0,0 +smithpa03,1958,2,CHN,NL,18,20,1,3,0,0,0,1,0,0,3,4,0,0,0,0,0 +snidedu01,1958,1,LAN,NL,106,327,45,102,12,3,15,58,2,2,32,49,4,1,1,4,11 +snydeje01,1958,1,WS1,AL,6,9,1,1,0,0,0,1,0,0,1,1,0,0,0,0,0 +solisma01,1958,1,CHN,NL,15,20,1,5,1,0,0,0,0,0,1,3,0,0,0,0,1 +spahnwa01,1958,1,ML1,NL,41,108,10,36,6,1,2,15,0,0,7,24,0,2,4,1,0 +speakbo01,1958,1,SFN,NL,66,71,9,15,3,0,3,10,0,1,13,15,1,0,0,0,1 +spencda01,1958,1,SFN,NL,148,539,71,138,20,5,17,74,1,0,73,60,4,3,3,8,17 +spencge01,1958,1,DET,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sprinja01,1958,1,WS1,AL,3,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +stalege01,1958,1,CHA,AL,50,11,0,0,0,0,0,1,0,0,1,5,0,0,1,1,0 +stephge01,1958,1,BOS,AL,134,270,38,59,10,1,9,25,1,2,22,46,1,1,1,1,5 +steverc01,1958,1,PIT,NL,59,90,16,24,3,1,7,18,0,0,5,25,0,2,0,0,0 +stobbch01,1958,1,WS1,AL,19,12,0,0,0,0,0,0,0,0,0,6,0,0,0,0,0 +stobbch01,1958,2,SLN,NL,17,4,1,1,0,0,0,0,0,0,1,1,0,0,1,0,0 +stuardi01,1958,1,PIT,NL,67,254,38,68,12,5,16,48,0,0,11,75,1,5,0,1,6 +sturdto01,1958,1,NYA,AL,15,21,1,4,0,0,0,0,0,0,2,0,0,0,1,0,2 +sullifr01,1958,1,BOS,AL,32,67,6,11,1,0,0,3,0,0,5,18,0,0,8,0,2 +suscege02,1958,1,BOS,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +suscege02,1958,2,DET,AL,27,24,0,3,1,0,0,3,0,0,1,11,0,1,2,0,0 +tannech01,1958,1,CHN,NL,73,103,10,27,6,0,4,17,1,0,9,10,2,0,0,0,2 +tappeel01,1958,1,CHN,NL,17,28,2,6,0,0,0,4,0,0,3,1,2,0,1,0,2 +tasbywi01,1958,1,BAL,AL,18,50,6,10,3,0,1,1,1,1,7,15,0,1,0,0,0 +tatele01,1958,1,SLN,NL,10,35,4,7,2,0,0,1,0,0,4,3,0,0,0,0,1 +taussdo01,1958,1,SFN,NL,39,50,10,10,0,0,1,4,0,0,3,8,1,0,0,0,0 +taylobi03,1958,1,DET,AL,8,8,0,3,0,0,0,1,0,0,0,2,0,0,0,0,0 +tayloha04,1958,1,ML1,NL,4,8,1,1,1,0,0,0,0,0,0,3,0,0,0,0,0 +taylojo01,1958,1,SLN,NL,18,23,2,7,3,0,1,3,0,0,2,4,0,0,1,1,0 +taylojo01,1958,2,BAL,AL,36,77,11,21,4,0,2,9,0,0,7,19,1,0,0,0,5 +taylosa02,1958,1,CHN,NL,96,301,30,78,12,2,6,36,2,1,27,46,4,0,0,1,9 +tayloto02,1958,1,CHN,NL,140,497,63,117,15,3,6,27,21,6,40,93,0,7,7,4,9 +templjo01,1958,1,CIN,NL,141,542,82,166,31,6,3,47,15,8,91,41,0,0,17,2,8 +terryra01,1958,1,KC1,AL,40,71,3,14,1,0,0,4,0,0,2,14,0,0,3,0,1 +testani01,1958,1,SFN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thackmo01,1958,1,CHN,NL,11,24,4,6,1,0,2,3,0,0,1,7,1,0,0,1,1 +thomafr03,1958,1,PIT,NL,149,562,89,158,26,4,35,109,0,1,42,79,2,7,1,8,19 +thomage01,1958,1,DET,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thomava01,1958,1,SFN,NL,63,143,14,37,5,0,3,16,1,0,13,24,0,1,0,2,4 +thompti01,1958,1,DET,AL,4,6,1,1,0,0,0,0,0,0,3,2,0,0,0,0,0 +thomsbo01,1958,1,CHN,NL,152,547,67,155,27,5,21,82,0,2,56,76,7,4,2,6,16 +thronfa01,1958,1,WS1,AL,44,87,12,16,1,1,4,7,0,1,4,28,0,3,0,0,0 +thronma01,1958,1,NYA,AL,60,150,30,34,5,2,7,19,1,1,19,40,0,1,1,1,2 +thurmbo01,1958,1,CIN,NL,94,178,23,41,7,4,4,20,1,2,20,38,1,4,0,1,5 +tomandi01,1958,1,CLE,AL,20,17,1,2,0,0,1,2,0,0,0,5,0,1,1,0,1 +tomandi01,1958,2,KC1,AL,36,13,1,3,2,0,0,0,0,0,1,1,0,0,0,0,0 +torgeea01,1958,1,CHA,AL,96,188,37,50,8,0,10,30,7,2,48,29,1,0,0,0,7 +torrefr01,1958,1,ML1,NL,138,372,41,115,22,5,6,55,2,0,42,14,7,7,5,4,14 +triangu01,1958,1,BAL,AL,137,474,59,116,10,0,30,79,1,0,60,65,4,1,2,7,22 +troskha02,1958,1,CHA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +trowbbo01,1958,1,ML1,NL,27,9,1,1,0,0,0,0,0,0,0,3,0,0,1,0,0 +truckvi01,1958,1,KC1,AL,16,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1 +truckvi01,1958,2,NYA,AL,25,8,0,2,0,0,0,3,0,0,0,2,0,0,0,0,0 +tsitojo01,1958,1,KC1,AL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +turlebo01,1958,1,NYA,AL,33,88,8,12,0,0,2,6,0,0,4,35,0,0,6,0,2 +tuttlbi01,1958,1,KC1,AL,148,511,77,118,14,9,11,51,7,9,74,58,1,1,4,4,17 +urbanja01,1958,1,KC1,AL,31,46,2,7,0,0,0,2,1,0,0,14,0,1,0,0,1 +valenbe01,1958,1,SLN,NL,10,14,0,3,1,0,0,0,0,0,1,0,0,0,0,0,0 +valenvi01,1958,1,DET,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +valenvi01,1958,2,WS1,AL,23,28,1,9,0,0,0,0,0,0,1,7,0,0,2,0,0 +valoel01,1958,1,LAN,NL,65,101,9,25,2,1,1,14,0,1,12,11,0,0,0,2,2 +vealco01,1958,1,DET,AL,58,207,29,53,10,2,0,16,1,1,14,21,0,1,6,2,9 +vernomi01,1958,1,CLE,AL,119,355,49,104,22,3,8,55,0,4,44,56,3,2,1,2,8 +virdobi01,1958,1,PIT,NL,144,604,75,161,24,11,9,46,5,3,52,70,5,1,2,3,5 +virgioz01,1958,1,DET,AL,49,193,19,47,10,2,3,19,1,0,8,20,0,0,1,1,5 +wagnele01,1958,1,SFN,NL,74,221,31,70,9,0,13,35,1,0,18,34,3,1,0,0,1 +walkeje01,1958,1,BAL,AL,6,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +walkeru01,1958,1,LAN,NL,25,44,3,5,2,0,1,7,0,0,5,10,2,0,0,1,2 +wallmu01,1958,1,BOS,AL,52,28,2,3,0,0,0,0,0,0,0,14,0,0,0,0,0 +wallsle01,1958,1,CHN,NL,136,513,80,156,19,3,24,72,4,4,47,62,0,8,6,2,10 +wardpr01,1958,1,CLE,AL,48,148,22,50,3,1,4,21,0,1,10,27,1,1,1,2,1 +wardpr01,1958,2,KC1,AL,81,268,28,68,10,1,6,24,0,1,27,36,2,0,4,3,3 +wehmehe01,1958,1,SLN,NL,3,2,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0 +wehmehe01,1958,2,DET,AL,7,6,0,0,0,0,0,0,0,0,1,2,0,0,0,0,1 +wertzvi01,1958,1,CLE,AL,25,43,5,12,1,0,3,12,0,0,5,7,0,0,0,0,2 +whisepe01,1958,1,CIN,NL,85,203,33,48,9,2,11,40,3,0,18,37,0,0,3,5,4 +whitebi03,1958,1,SFN,NL,26,29,5,7,1,0,1,4,1,0,7,5,1,0,0,0,0 +whitesa02,1958,1,BOS,AL,102,328,25,85,15,3,6,35,1,1,21,37,4,1,0,1,7 +wieante01,1958,1,CIN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wieslbo01,1958,1,WS1,AL,4,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +wightbi01,1958,1,CIN,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wightbi01,1958,2,SLN,NL,28,10,0,1,0,0,0,0,0,0,1,6,0,0,1,0,1 +wilheho01,1958,1,CLE,AL,30,21,1,2,0,0,0,2,0,0,1,6,0,0,3,0,2 +wilheho01,1958,2,BAL,AL,9,11,1,1,0,0,0,0,0,0,0,4,0,0,1,0,0 +willbo01,1958,1,CHN,NL,6,4,1,1,0,0,0,0,0,0,2,0,0,0,0,0,0 +willeca01,1958,1,ML1,NL,23,48,0,5,2,0,0,1,0,0,0,25,0,0,5,0,1 +willidi02,1958,1,BAL,AL,128,409,36,113,17,0,4,32,0,6,37,47,4,2,10,4,17 +willido01,1958,1,PIT,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +willist02,1958,1,LAN,NL,27,40,2,2,0,0,1,1,0,0,0,24,0,0,3,0,0 +willite01,1958,1,BOS,AL,129,411,81,135,23,2,26,85,1,0,98,49,12,4,0,4,19 +wilsobo01,1958,1,LAN,NL,3,5,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +wilsodu01,1958,1,BOS,AL,2,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +wilsoji02,1958,1,CHA,AL,28,51,1,4,0,0,0,0,0,0,4,16,0,1,4,0,0 +wilsore01,1958,1,DET,AL,103,298,31,89,13,1,3,29,10,0,35,30,5,2,5,3,8 +wiseca01,1958,1,ML1,NL,31,71,8,14,1,0,0,0,1,1,4,8,0,0,1,0,3 +wittge01,1958,1,PIT,NL,18,39,5,6,0,0,0,1,0,0,0,13,0,0,1,0,0 +woodeha01,1958,1,CLE,AL,14,24,1,4,0,0,0,0,0,0,0,14,0,0,0,0,0 +woodlge01,1958,1,BAL,AL,133,413,57,114,16,1,15,65,4,2,66,49,3,2,3,1,14 +worthal01,1958,1,SFN,NL,54,44,6,8,1,0,0,4,0,0,2,10,0,0,3,2,2 +wynnea01,1958,1,CHA,AL,40,75,7,15,1,0,0,11,0,0,10,25,0,0,2,1,2 +yosted01,1958,1,WS1,AL,134,406,55,91,16,0,8,37,3,6,81,43,2,9,1,6,9 +youngbo01,1958,1,PHI,NL,32,60,7,14,1,1,1,4,0,0,1,5,0,0,7,0,5 +zannido01,1958,1,SFN,NL,1,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +zauchno01,1958,1,WS1,AL,96,303,35,69,8,2,15,37,0,0,38,68,1,1,1,6,10 +zernigu01,1958,1,DET,AL,66,124,8,40,7,1,5,23,0,0,6,25,0,0,0,1,3 +zimmedo01,1958,1,LAN,NL,127,455,52,119,15,2,17,60,14,2,28,92,1,1,9,2,17 +zupofr01,1958,1,BAL,AL,1,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +zuverge01,1958,1,BAL,AL,45,9,0,2,0,1,0,2,0,0,1,2,0,0,0,0,0 +aaronha01,1959,1,ML1,NL,154,629,116,223,46,7,39,123,8,0,51,54,17,4,0,9,19 +ackerto01,1959,1,CIN,NL,37,9,1,1,0,0,0,0,0,0,1,3,0,0,2,0,0 +adairje01,1959,1,BAL,AL,12,35,3,11,0,1,0,2,0,0,1,5,0,0,0,0,0 +adamsbo03,1959,1,CHN,NL,3,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +adcocjo01,1959,1,ML1,NL,115,404,53,118,19,2,25,76,0,0,32,77,6,0,2,6,8 +aguirha01,1959,1,DET,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +allisbo01,1959,1,WS1,AL,150,570,83,149,18,9,30,85,13,8,60,92,1,2,5,2,22 +aloufe01,1959,1,SFN,NL,95,247,38,68,13,2,10,33,5,3,17,38,1,0,1,3,5 +altmage01,1959,1,CHN,NL,135,420,54,103,14,4,12,47,1,0,34,80,4,7,6,1,8 +alvaros01,1959,1,DET,AL,8,2,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +amorosa01,1959,1,LAN,NL,5,5,1,1,0,0,0,1,0,0,0,1,0,0,0,0,0 +anderbo01,1959,1,CHN,NL,37,80,6,6,1,0,0,3,0,0,3,34,0,1,6,0,1 +anderha02,1959,1,PHI,NL,142,508,50,122,28,6,14,63,1,1,43,95,14,5,2,3,9 +andersp01,1959,1,PHI,NL,152,477,42,104,9,3,0,34,6,9,42,53,1,1,5,2,15 +antonjo02,1959,1,SFN,NL,43,101,4,16,2,0,2,10,0,0,1,26,0,1,5,0,2 +aparilu01,1959,1,CHA,AL,152,612,98,157,18,5,6,51,56,13,53,40,1,3,11,7,11 +ariasru01,1959,1,CHA,AL,34,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +arroylu01,1959,1,CIN,NL,10,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ashburi01,1959,1,PHI,NL,153,564,86,150,16,2,1,20,9,11,79,42,4,6,7,4,10 +asproke01,1959,1,WS1,AL,70,225,31,55,12,0,2,14,2,1,26,39,0,0,3,1,9 +averiea02,1959,1,CHN,NL,74,186,22,44,10,0,10,34,0,1,15,39,1,2,0,2,2 +avilabo01,1959,1,BAL,AL,20,47,1,8,0,0,0,0,0,0,4,5,0,0,0,0,5 +avilabo01,1959,2,BOS,AL,22,45,7,11,0,0,3,6,0,0,6,11,0,0,0,0,3 +avilabo01,1959,3,ML1,NL,51,172,29,41,3,2,3,19,3,0,24,31,0,0,7,1,1 +baileed01,1959,1,CIN,NL,121,379,43,100,13,0,12,40,2,0,62,53,6,2,4,0,10 +baileji01,1959,1,CIN,NL,3,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +bambege01,1959,1,BAL,AL,3,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +bankser01,1959,1,CHN,NL,155,589,97,179,25,6,45,143,2,4,64,72,20,7,2,9,18 +barclcu01,1959,1,SFN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +batteea01,1959,1,CHA,AL,26,64,9,14,1,2,2,7,0,0,8,13,0,0,0,0,0 +bauerha01,1959,1,NYA,AL,114,341,44,81,20,0,9,39,4,2,33,54,1,2,2,2,4 +baumafr01,1959,1,BOS,AL,26,29,0,6,0,1,0,3,0,0,2,13,0,0,1,0,0 +baxesji01,1959,1,LAN,NL,11,33,4,10,1,0,2,5,1,0,4,7,0,1,0,0,3 +baxesji01,1959,2,CLE,AL,77,247,35,59,11,0,15,34,0,1,21,47,0,0,2,0,12 +becquju01,1959,1,WS1,AL,108,220,20,59,12,5,1,26,3,2,8,17,2,1,0,1,9 +bellaze01,1959,1,KC1,AL,47,82,10,17,2,1,1,9,0,0,9,14,0,1,1,0,5 +bellga01,1959,1,CLE,AL,44,75,8,18,2,0,0,6,0,0,3,19,0,0,8,0,0 +bellgu01,1959,1,CIN,NL,148,580,59,170,27,2,19,115,2,3,29,44,1,2,1,8,13 +berbelo01,1959,1,DET,AL,100,338,38,73,8,2,13,44,0,0,35,59,1,0,0,7,9 +berrayo01,1959,1,NYA,AL,131,472,64,134,25,1,19,69,1,2,43,38,5,4,0,2,6 +bertore01,1959,1,WS1,AL,90,308,33,73,10,0,8,29,2,5,29,48,3,1,0,3,10 +blackro01,1959,1,PIT,NL,26,5,1,1,0,0,1,1,0,0,0,2,0,0,0,0,0 +blancjo01,1959,1,NYA,AL,49,59,6,10,1,0,2,4,0,0,7,12,0,0,0,0,2 +blasido01,1959,1,SLN,NL,150,615,90,178,26,7,1,24,15,15,67,42,2,2,7,0,3 +blaylbo01,1959,1,SLN,NL,3,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +blaylga01,1959,1,SLN,NL,31,34,4,4,0,0,2,4,0,0,0,17,0,0,1,0,0 +blaylga01,1959,2,NYA,AL,15,2,1,1,1,0,0,1,0,0,0,1,0,0,0,0,0 +bolgeji01,1959,1,CLE,AL,8,7,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +bolgeji01,1959,2,PHI,NL,35,48,1,4,1,0,0,1,0,0,3,8,1,0,0,1,4 +bollifr01,1959,1,DET,AL,127,459,56,122,18,3,13,55,2,2,45,37,2,7,7,2,6 +boonera01,1959,1,CHA,AL,9,21,3,5,0,0,1,5,1,0,7,5,0,0,0,2,0 +boonera01,1959,2,KC1,AL,61,132,19,36,6,0,2,12,1,0,27,17,2,0,2,0,4 +boonera01,1959,3,ML1,NL,13,15,3,3,0,0,1,2,0,0,4,2,0,0,1,0,1 +bouched01,1959,1,PHI,NL,136,499,75,142,29,4,15,74,0,4,70,74,4,5,2,5,13 +bowmabo02,1959,1,PHI,NL,57,79,7,10,0,0,2,5,0,0,5,23,0,0,0,1,3 +bowsfte01,1959,1,BOS,AL,5,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +boydbo01,1959,1,BAL,AL,128,415,42,110,20,2,3,41,3,1,29,14,1,1,12,4,12 +boyercl02,1959,1,NYA,AL,47,114,4,20,2,0,0,3,1,0,6,23,2,0,3,1,2 +boyerke01,1959,1,SLN,NL,149,563,86,174,18,5,28,94,12,6,67,77,7,2,0,1,7 +brandja01,1959,1,SFN,NL,137,429,63,116,16,5,12,57,11,4,35,69,2,0,5,2,8 +bressed01,1959,1,SFN,NL,104,315,36,79,17,2,9,26,0,0,28,55,6,0,6,1,4 +breweto01,1959,1,BOS,AL,47,72,7,8,0,0,1,5,2,0,1,16,0,0,7,0,2 +brickfr02,1959,1,NYA,AL,18,39,4,10,1,0,1,4,0,0,1,10,0,0,1,0,1 +bridgma01,1959,1,SLN,NL,27,23,3,5,1,0,1,4,0,0,1,6,0,0,2,0,0 +bridgro01,1959,1,DET,AL,116,381,38,102,16,3,3,35,1,2,30,35,2,1,5,3,14 +briggjo01,1959,1,CLE,AL,4,2,0,0,0,0,0,1,0,0,0,0,0,0,0,1,1 +brighha01,1959,1,PIT,NL,40,48,4,12,1,0,3,8,0,0,5,10,0,0,1,0,0 +brododi01,1959,1,CLE,AL,18,6,2,2,0,0,0,0,0,0,0,1,0,0,2,0,0 +brogler01,1959,1,SLN,NL,35,61,3,6,0,0,0,4,0,0,3,18,0,0,3,0,2 +bronsji01,1959,1,NYA,AL,16,5,0,0,0,0,0,0,0,0,0,3,0,1,0,0,0 +brosnji01,1959,1,SLN,NL,20,7,0,2,0,1,0,0,0,0,0,2,0,0,0,0,0 +brosnji01,1959,2,CIN,NL,26,23,0,1,0,0,0,0,0,0,1,7,0,0,1,0,0 +browndi01,1959,1,CLE,AL,48,141,15,31,7,0,5,16,0,0,11,39,1,3,1,1,1 +brownha01,1959,1,BAL,AL,31,42,2,2,0,1,0,1,0,0,4,13,0,0,9,0,1 +brucebo01,1959,1,DET,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brunege01,1959,1,KC1,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brutobi01,1959,1,ML1,NL,133,478,72,138,22,6,6,41,13,5,35,54,2,1,7,1,9 +buddido01,1959,1,BOS,AL,151,485,75,117,24,1,10,53,6,1,92,99,0,5,5,2,7 +buhlbo01,1959,1,ML1,NL,31,70,2,4,0,0,0,1,0,0,2,38,0,0,2,0,1 +bunniji01,1959,1,DET,AL,40,89,7,17,0,1,1,7,0,0,5,25,0,0,8,0,5 +burdele01,1959,1,ML1,NL,52,104,14,21,7,1,0,8,0,0,3,36,0,1,5,0,0 +burgesm01,1959,1,PIT,NL,114,377,41,112,28,5,11,59,0,0,31,16,9,2,2,6,10 +burkele02,1959,1,BAL,AL,5,10,0,2,0,0,0,1,0,0,0,5,0,1,0,0,1 +burnspe01,1959,1,DET,AL,30,10,0,0,0,0,0,0,0,0,1,5,0,0,1,0,0 +busbyji01,1959,1,BOS,AL,61,102,16,23,8,0,1,5,0,1,5,18,0,1,1,1,3 +buzhajo01,1959,1,CHN,NL,31,29,4,2,1,0,0,0,0,0,1,15,0,0,2,0,0 +byerlbu01,1959,1,SFN,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +callijo01,1959,1,CHA,AL,49,104,12,18,3,0,3,12,0,1,13,20,0,1,0,0,5 +cardwdo01,1959,1,PHI,NL,26,55,3,3,0,0,1,2,0,0,1,28,0,1,1,0,1 +careyan01,1959,1,NYA,AL,41,101,11,26,1,0,3,9,1,1,7,17,0,0,1,0,4 +carmedu01,1959,1,SLN,NL,10,23,2,3,1,0,0,3,0,1,1,6,0,0,0,0,0 +carrach01,1959,1,BAL,AL,114,346,28,77,13,0,4,28,2,3,34,41,1,1,8,2,10 +carreca01,1959,1,CHA,AL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +carroto01,1959,1,KC1,AL,14,7,1,1,0,0,0,1,0,0,0,1,0,0,0,0,0 +casalje01,1959,1,BOS,AL,31,59,7,10,2,0,3,9,0,0,5,21,0,0,4,0,0 +cashno01,1959,1,CHA,AL,58,104,16,25,0,1,4,16,1,1,18,9,3,5,1,2,0 +ceccaar01,1959,1,CHN,NL,18,33,2,3,0,0,0,0,0,0,3,16,0,0,2,0,1 +cepedor01,1959,1,SFN,NL,151,605,92,192,35,4,27,105,23,9,33,100,10,5,0,4,10 +cervbo01,1959,1,KC1,AL,125,463,61,132,22,4,20,87,3,2,35,87,5,3,1,11,13 +cheneto01,1959,1,SLN,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chitiha01,1959,1,KC1,AL,55,162,20,44,11,1,5,25,0,1,17,26,1,1,0,0,9 +chittne01,1959,1,BOS,AL,21,5,1,1,1,0,0,1,0,0,0,1,0,0,1,0,0 +chrisjo01,1959,1,PIT,NL,15,12,6,0,0,0,0,0,0,0,1,4,0,0,1,0,0 +chrisne01,1959,1,DET,AL,65,106,7,14,3,0,6,11,0,0,12,10,0,1,0,1,1 +churnch01,1959,1,LAN,NL,14,6,1,1,1,0,0,0,0,0,0,3,0,0,0,0,0 +cicotal01,1959,1,CLE,AL,26,3,0,1,0,0,0,0,0,0,0,1,0,1,1,0,0 +cimolgi01,1959,1,SLN,NL,143,519,61,145,40,7,8,72,7,0,37,83,2,2,7,4,19 +clarkph01,1959,1,SLN,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clemero01,1959,1,PIT,NL,105,432,60,128,17,7,4,50,2,3,15,51,2,3,3,3,10 +clevete01,1959,1,WS1,AL,50,23,2,4,1,0,0,4,0,0,5,9,0,0,4,1,0 +coateji01,1959,1,NYA,AL,37,21,1,2,0,0,0,0,0,0,1,16,0,0,0,0,0 +colavro01,1959,1,CLE,AL,154,588,90,151,24,0,42,111,3,3,71,86,8,2,0,3,13 +colemgo01,1959,1,CLE,AL,6,15,5,8,0,1,0,2,0,0,1,2,0,0,0,0,0 +colemri01,1959,1,KC1,AL,29,25,0,2,0,0,0,0,0,0,0,11,0,0,1,0,0 +colemri01,1959,2,BAL,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +conlege01,1959,1,PHI,NL,25,67,3,16,2,0,0,5,0,1,0,16,0,1,4,0,0 +consobi01,1959,1,BOS,AL,10,14,3,3,1,0,0,0,0,0,2,5,0,0,1,0,0 +consobi01,1959,2,WS1,AL,79,202,25,43,5,3,0,10,1,0,36,54,0,0,6,0,3 +cookcl01,1959,1,CIN,NL,9,21,3,8,2,1,0,5,1,0,2,8,1,0,1,0,0 +cottich01,1959,1,ML1,NL,10,24,1,3,1,0,0,1,0,0,3,7,0,0,1,0,0 +courtcl01,1959,1,WS1,AL,72,189,19,44,4,1,2,18,0,1,20,19,1,1,2,1,3 +covinwe01,1959,1,ML1,NL,103,373,38,104,17,3,7,45,0,1,26,41,8,3,1,2,13 +craigro01,1959,1,LAN,NL,29,52,1,3,0,0,0,3,0,0,1,28,0,0,4,0,0 +crandde01,1959,1,ML1,NL,150,518,65,133,19,2,21,72,5,1,46,48,8,3,9,5,24 +crowege01,1959,1,SLN,NL,77,103,14,31,6,0,8,29,0,0,5,12,2,0,0,1,4 +cuellmi01,1959,1,CIN,NL,2,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +cunnijo01,1959,1,SLN,NL,144,458,65,158,28,6,7,60,2,6,88,47,9,5,2,3,9 +daleybu01,1959,1,KC1,AL,39,78,5,23,1,0,0,13,0,0,2,11,0,2,5,0,1 +daleype01,1959,1,BOS,AL,65,169,9,38,7,0,1,11,1,1,13,31,1,0,0,1,0 +daniebe02,1959,1,PIT,NL,36,29,4,9,2,1,1,3,0,0,5,10,0,0,0,0,0 +darkal01,1959,1,CHN,NL,136,477,60,126,22,9,6,45,1,1,55,50,9,3,7,3,4 +davenji01,1959,1,SFN,NL,123,469,65,121,16,3,6,38,0,1,28,65,0,2,9,2,4 +davieje01,1959,1,DET,AL,11,10,1,4,0,0,0,2,0,0,2,3,0,0,0,0,0 +davisto02,1959,1,LAN,NL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +delocik01,1959,1,BOS,AL,28,47,1,3,0,0,1,2,0,0,3,24,0,0,5,0,0 +demaejo01,1959,1,KC1,AL,118,352,31,86,16,5,6,34,1,0,28,65,8,4,0,3,12 +demerjo01,1959,1,ML1,NL,11,5,4,1,0,0,0,0,0,0,1,2,0,0,0,0,0 +demetdo01,1959,1,LAN,NL,139,371,55,95,11,1,18,70,5,6,16,87,1,6,3,5,7 +demetst01,1959,1,DET,AL,11,18,1,2,1,0,0,1,0,0,0,1,0,0,0,0,1 +dicksmu01,1959,1,KC1,AL,38,17,1,3,0,0,0,2,0,0,0,5,0,0,0,0,0 +dillado01,1959,1,CLE,AL,10,10,0,4,0,0,0,1,0,0,0,2,0,0,0,0,0 +ditmaar01,1959,1,NYA,AL,38,76,6,15,4,0,1,11,1,0,0,10,0,0,1,1,5 +dobbeda01,1959,1,WS1,AL,16,60,8,15,1,2,1,5,0,0,5,13,1,0,2,0,0 +dobyla01,1959,1,DET,AL,18,55,5,12,3,1,0,4,0,0,8,9,0,0,0,1,0 +dobyla01,1959,2,CHA,AL,21,58,1,14,1,1,0,9,1,0,2,13,0,0,0,0,1 +donneed02,1959,1,CHN,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +donovdi01,1959,1,CHA,AL,31,61,4,8,4,0,1,5,0,0,5,32,0,0,3,0,1 +dottedu01,1959,1,CIN,NL,52,161,21,43,7,0,2,17,0,0,16,23,1,0,1,3,3 +drabomo01,1959,1,CHN,NL,31,45,2,5,1,0,0,2,0,0,2,20,0,0,0,0,1 +drakeso01,1959,1,LAN,NL,9,8,2,2,0,0,0,0,1,0,1,3,0,0,0,0,0 +drakeso01,1959,2,PHI,NL,67,62,10,9,1,0,0,3,5,5,8,15,0,0,0,0,0 +dropowa01,1959,1,CIN,NL,26,39,4,4,1,0,1,2,0,0,4,7,0,1,0,0,3 +dropowa01,1959,2,BAL,AL,62,151,17,42,9,0,6,21,0,0,12,20,0,0,2,1,6 +drottdi01,1959,1,CHN,NL,8,8,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +drysddo01,1959,1,LAN,NL,46,91,9,15,1,1,4,12,0,1,4,31,0,0,8,1,2 +dulibbo01,1959,1,SLN,NL,11,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +durenry01,1959,1,NYA,AL,41,14,0,0,0,0,0,0,0,0,2,8,0,1,3,0,1 +durhajo02,1959,1,SLN,NL,6,5,2,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +eaddydo01,1959,1,CHN,NL,15,1,3,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +eastojo01,1959,1,PHI,NL,3,3,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +elstodo01,1959,1,CHN,NL,65,19,2,4,0,0,0,1,0,0,0,2,0,0,3,0,0 +ennisde01,1959,1,CIN,NL,5,12,1,4,0,0,0,1,0,0,2,2,1,0,0,0,0 +ennisde01,1959,2,CHA,AL,26,96,10,21,6,0,2,7,0,0,4,10,0,0,0,0,2 +erskica01,1959,1,LAN,NL,10,7,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +espossa01,1959,1,CHA,AL,69,66,12,11,1,0,1,5,0,1,11,16,1,0,3,1,1 +essegch01,1959,1,SLN,NL,17,39,2,7,2,1,0,5,0,0,1,13,0,0,0,0,3 +essegch01,1959,2,LAN,NL,24,46,6,14,6,0,1,5,0,0,4,11,1,0,0,0,1 +facero01,1959,1,PIT,NL,58,13,0,3,0,0,0,0,0,0,0,0,0,0,1,0,2 +fairlro01,1959,1,LAN,NL,118,244,27,58,12,1,4,23,0,4,31,29,2,1,6,2,3 +farretu01,1959,1,PHI,NL,38,6,0,1,0,0,0,0,0,0,0,3,0,0,1,0,0 +fernach01,1959,1,PHI,NL,45,123,15,26,5,1,0,3,2,1,10,11,0,0,5,1,4 +ferrado01,1959,1,CLE,AL,15,27,1,7,4,0,0,4,0,0,0,9,0,0,1,0,0 +finigji01,1959,1,BAL,AL,48,119,14,30,6,0,1,10,1,0,9,10,0,0,0,2,6 +fischbi01,1959,1,WS1,AL,34,54,2,7,0,0,0,3,0,0,2,13,0,1,7,1,0 +fisheed02,1959,1,SFN,NL,17,8,0,0,0,0,0,0,0,0,1,5,0,0,0,0,0 +fisheja01,1959,1,BAL,AL,27,23,0,3,1,0,0,2,0,0,0,8,0,1,0,0,0 +fitzged01,1959,1,WS1,AL,19,62,5,12,3,0,0,5,0,0,4,8,0,0,2,0,1 +fitzged01,1959,2,CLE,AL,49,129,12,35,6,1,1,4,0,0,12,14,1,2,0,0,5 +floodcu01,1959,1,SLN,NL,121,208,24,53,7,3,7,26,2,1,16,35,0,0,0,2,6 +foileha01,1959,1,PIT,NL,53,80,10,18,3,0,3,4,0,0,7,16,2,0,1,0,2 +fordwh01,1959,1,NYA,AL,35,65,6,15,4,0,1,6,0,0,12,11,0,0,3,0,0 +fornimi01,1959,1,BOS,AL,46,19,0,3,1,0,0,1,0,0,0,7,0,0,0,0,0 +fowlear01,1959,1,LAN,NL,36,12,0,1,0,0,0,0,0,0,0,4,0,0,1,0,0 +foxne01,1959,1,CHA,AL,156,624,84,191,34,6,2,70,5,6,71,13,8,7,9,5,6 +foytapa01,1959,1,DET,AL,39,81,6,9,1,0,0,2,0,0,5,20,0,1,6,0,1 +francti01,1959,1,CLE,AL,122,399,68,145,17,2,20,79,2,0,35,42,3,3,1,5,11 +freemma01,1959,1,KC1,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +freemma01,1959,2,NYA,AL,1,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +freesge02,1959,1,PHI,NL,132,400,60,107,14,5,23,70,8,4,43,61,4,5,5,4,8 +frienbo01,1959,1,PIT,NL,35,73,4,12,2,0,0,7,0,0,2,25,0,0,12,0,0 +furilca01,1959,1,LAN,NL,50,93,8,27,4,0,0,13,0,0,7,11,2,0,1,2,5 +gablega02,1959,1,NYA,AL,3,6,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +garcimi01,1959,1,CLE,AL,29,14,0,1,0,0,0,2,0,0,0,5,0,0,0,0,0 +gardnbi02,1959,1,BAL,AL,140,401,34,87,13,2,6,27,2,1,38,61,9,1,8,3,12 +garvene01,1959,1,KC1,AL,32,71,9,20,2,1,2,9,0,0,4,7,0,0,4,1,2 +geigega01,1959,1,BOS,AL,120,335,45,82,10,4,11,48,9,3,21,55,0,0,3,1,5 +gernedi01,1959,1,BOS,AL,117,298,41,78,14,1,11,42,1,2,52,49,3,0,0,2,11 +gibsobo01,1959,1,SLN,NL,21,26,1,3,2,0,0,1,0,0,0,10,0,0,1,0,0 +gielpa01,1959,1,PIT,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +giggibo01,1959,1,ML1,NL,13,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gilbebu01,1959,1,CIN,NL,7,20,4,3,0,0,2,2,0,0,3,4,0,0,0,0,0 +giledo01,1959,1,BOS,AL,3,10,1,2,1,0,0,1,0,0,0,2,0,1,0,1,1 +gilliji01,1959,1,LAN,NL,145,553,91,156,18,4,3,34,23,10,96,25,4,0,3,3,3 +ginsbjo01,1959,1,BAL,AL,65,166,14,30,2,0,1,14,1,0,21,13,3,0,0,3,6 +gomezru01,1959,1,PHI,NL,24,17,0,3,0,0,0,1,0,0,1,5,0,0,3,0,0 +goodmbi01,1959,1,CHA,AL,104,268,21,67,14,1,1,28,3,0,19,20,0,2,2,0,4 +gormato02,1959,1,KC1,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +goryljo01,1959,1,CHN,NL,25,48,1,9,3,1,1,6,1,1,5,3,0,0,0,0,3 +grammal01,1959,1,SLN,NL,131,368,43,99,14,2,3,30,3,3,38,26,6,1,5,3,9 +grantmu01,1959,1,CLE,AL,42,55,5,11,0,0,1,6,0,0,2,16,0,0,1,0,0 +graydi01,1959,1,LAN,NL,21,52,8,8,1,0,2,4,0,0,6,12,0,0,1,0,1 +graydi01,1959,2,SLN,NL,36,51,9,16,1,0,1,6,3,0,6,8,1,0,2,0,1 +grbael01,1959,1,NYA,AL,19,14,1,3,1,0,0,0,0,0,1,3,0,0,1,0,0 +greenfr01,1959,1,PIT,NL,17,6,0,0,0,0,0,0,0,0,0,6,0,0,0,0,0 +greenge01,1959,1,SLN,NL,30,74,8,14,6,0,1,3,0,0,5,18,1,0,0,0,1 +greenle01,1959,1,BAL,AL,27,24,3,7,0,0,1,2,0,0,1,3,0,1,1,0,0 +greenle01,1959,2,WS1,AL,88,190,29,46,6,1,2,15,9,5,20,15,0,0,5,0,1 +greenpu01,1959,1,BOS,AL,50,172,30,40,6,3,1,10,4,2,29,22,0,2,4,0,1 +griggha01,1959,1,WS1,AL,37,18,0,1,0,0,0,0,0,0,0,11,0,0,0,0,1 +grimbo01,1959,1,KC1,AL,40,32,2,3,0,0,1,5,0,0,2,17,0,0,6,1,0 +grissma01,1959,1,SLN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +groatdi01,1959,1,PIT,NL,147,593,74,163,22,7,5,51,0,2,32,35,2,2,9,4,21 +grossdo01,1959,1,PIT,NL,21,2,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +grothjo01,1959,1,DET,AL,55,102,12,24,7,1,1,10,0,0,7,14,0,0,3,0,0 +grunwal01,1959,1,KC1,AL,8,4,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +haddiha01,1959,1,PIT,NL,31,83,3,12,4,0,0,5,0,0,3,17,0,0,1,0,2 +hadleke01,1959,1,KC1,AL,113,288,40,73,11,1,10,39,1,2,24,74,0,1,2,3,6 +halebo01,1959,1,BAL,AL,40,54,2,10,3,0,0,7,0,0,2,6,1,0,0,0,1 +halldi01,1959,1,PIT,NL,2,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1 +hamlike01,1959,1,PIT,NL,3,8,1,1,0,0,0,0,0,0,2,1,0,0,0,0,0 +hamnegr01,1959,1,PHI,NL,21,64,10,19,4,0,2,6,0,1,5,5,1,0,0,0,2 +hamnegr01,1959,2,CLE,AL,27,67,4,11,1,1,1,3,0,0,1,8,0,0,0,1,2 +hanebha01,1959,1,PHI,NL,57,97,10,25,3,1,1,7,0,0,2,12,0,0,1,0,3 +hansero02,1959,1,BAL,AL,2,4,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +hardyca01,1959,1,CLE,AL,32,53,12,11,1,0,0,2,1,1,3,7,0,0,1,0,0 +harribi03,1959,1,LAN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +harriga01,1959,1,DET,AL,114,349,39,77,4,3,9,39,0,1,29,49,3,6,1,2,7 +harshja01,1959,1,BAL,AL,15,10,3,2,0,0,1,1,0,0,2,2,0,0,0,0,0 +harshja01,1959,2,BOS,AL,9,7,1,1,0,0,0,2,0,0,2,2,0,0,1,1,0 +harshja01,1959,3,CLE,AL,21,34,3,7,1,0,0,5,0,0,5,4,0,0,0,1,0 +hartmbo01,1959,1,ML1,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hearnji01,1959,1,PHI,NL,6,2,1,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +heganji01,1959,1,PHI,NL,25,51,1,10,1,0,0,8,0,1,3,10,1,0,1,2,0 +heganji01,1959,2,SFN,NL,21,30,0,4,1,0,0,0,0,1,1,10,0,0,0,0,1 +heldwo01,1959,1,CLE,AL,143,525,82,132,19,3,29,71,1,2,46,118,1,2,2,2,12 +hemusso01,1959,1,SLN,NL,24,17,2,4,2,0,0,1,0,0,8,2,0,1,0,0,0 +henribo01,1959,1,CIN,NL,14,3,3,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +henrybi01,1959,1,CHN,NL,65,31,4,6,0,0,0,2,0,0,0,12,0,0,1,0,0 +herbera01,1959,1,KC1,AL,37,57,5,12,2,0,1,5,0,0,3,9,0,0,3,0,1 +herzowh01,1959,1,KC1,AL,38,123,25,36,7,1,1,9,1,0,34,23,0,0,1,0,2 +hicksjo01,1959,1,CHA,AL,6,7,0,3,0,0,0,0,0,1,1,1,0,0,0,0,0 +hillmda01,1959,1,CHN,NL,42,60,0,9,0,0,0,3,0,0,6,32,0,1,4,0,0 +hoakdo01,1959,1,PIT,NL,155,564,60,166,29,3,8,65,9,2,71,75,4,4,6,6,18 +hobbigl01,1959,1,CHN,NL,46,79,3,9,1,0,0,2,0,0,2,30,0,0,3,0,0 +hodgegi01,1959,1,LAN,NL,124,413,57,114,19,2,25,80,3,2,58,92,6,3,3,3,13 +hoeftbi01,1959,1,DET,AL,3,3,0,1,0,0,0,0,0,0,0,0,0,0,2,0,0 +hoeftbi01,1959,2,BOS,AL,7,3,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +hoeftbi01,1959,3,BAL,AL,16,12,0,3,1,0,0,0,0,0,0,6,0,0,0,0,1 +hookja01,1959,1,CIN,NL,19,24,2,3,0,0,0,1,0,0,1,9,0,0,2,0,0 +housefr03,1959,1,KC1,AL,98,347,32,82,14,3,1,30,0,3,20,23,6,2,2,0,10 +howarel01,1959,1,NYA,AL,125,443,59,121,24,6,18,73,0,1,20,57,4,3,4,4,12 +howarfr01,1959,1,LAN,NL,9,21,2,3,0,1,1,6,0,0,2,9,0,0,0,0,0 +hugheto05,1959,1,SLN,NL,2,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +huntke01,1959,1,NYA,AL,6,12,2,4,1,0,0,1,0,0,0,3,0,0,0,1,0 +hydedi01,1959,1,WS1,AL,37,6,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +jablora01,1959,1,SLN,NL,60,87,11,22,4,0,3,14,1,0,8,19,0,0,0,1,3 +jablora01,1959,2,KC1,AL,25,65,4,17,1,0,2,8,0,0,3,11,0,0,0,0,0 +jacksal01,1959,1,PIT,NL,8,5,0,1,0,0,0,1,0,0,0,2,0,0,0,0,0 +jacksla01,1959,1,SLN,NL,54,80,9,9,1,0,0,2,0,0,2,25,0,0,7,0,0 +jackslo01,1959,1,CHN,NL,6,4,2,1,0,0,0,1,0,0,0,2,0,0,0,0,0 +jacksra01,1959,1,CLE,AL,3,7,0,1,0,0,0,0,0,0,0,1,0,0,0,0,1 +jacksra01,1959,2,CHN,NL,41,74,7,18,5,1,1,10,0,0,11,10,1,0,6,0,5 +jacksro01,1959,1,CHA,AL,10,14,3,3,1,0,1,2,0,0,1,0,0,1,0,0,1 +jayjo01,1959,1,ML1,NL,34,35,0,3,0,0,0,0,0,0,2,15,0,0,1,0,0 +jeffcha01,1959,1,CIN,NL,17,1,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0 +jeffcha01,1959,2,SLN,NL,12,3,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +jenseja01,1959,1,BOS,AL,148,535,101,148,31,0,28,112,20,5,88,67,3,0,1,12,20 +johnsbe01,1959,1,CHN,NL,4,4,0,0,0,0,0,1,0,0,0,1,0,0,1,0,0 +johnser02,1959,1,BAL,AL,31,6,1,2,0,0,0,1,0,0,0,0,0,0,0,0,1 +johnske02,1959,1,KC1,AL,2,3,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +jonesgo01,1959,1,SFN,NL,31,4,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +jonessa02,1959,1,SFN,NL,50,85,3,11,1,0,0,8,0,0,3,30,0,0,11,1,1 +joneswi01,1959,1,PHI,NL,47,160,23,43,9,1,7,24,0,0,19,14,2,0,1,2,4 +joneswi01,1959,2,CLE,AL,11,18,1,4,1,0,0,1,0,0,1,3,0,0,0,0,0 +joneswi01,1959,3,CIN,NL,72,233,33,58,12,1,7,31,0,2,28,26,1,1,1,2,8 +kaatji01,1959,1,WS1,AL,3,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +kalinal01,1959,1,DET,AL,136,511,86,167,19,2,27,94,10,4,72,42,12,4,2,6,11 +kaskoed01,1959,1,CIN,NL,118,329,39,93,14,1,2,31,2,2,14,38,5,0,1,3,5 +kattra01,1959,1,SLN,NL,15,24,0,7,2,0,0,2,0,0,0,8,0,0,1,0,2 +keegaed01,1959,1,PHI,NL,3,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +kellnal01,1959,1,SLN,NL,12,9,0,2,0,0,0,0,0,0,0,4,0,0,0,0,0 +kemmeru01,1959,1,WS1,AL,37,60,1,8,1,0,0,5,0,0,6,25,0,0,5,0,2 +keougma01,1959,1,BOS,AL,96,251,40,61,13,5,7,27,3,1,26,40,0,3,4,1,3 +kielyle01,1959,1,BOS,AL,41,8,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +killeev01,1959,1,KC1,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +killeha01,1959,1,WS1,AL,153,546,98,132,20,2,42,105,3,2,90,116,1,7,0,4,12 +kingch01,1959,1,CHN,NL,7,3,3,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +kingch01,1959,2,SLN,NL,5,7,0,3,0,0,0,1,0,0,0,2,0,0,0,1,0 +kippfr01,1959,1,LAN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kirklwi01,1959,1,SFN,NL,126,463,64,126,22,3,22,68,5,3,42,84,3,3,0,3,6 +klausbi01,1959,1,BAL,AL,104,321,33,80,11,0,3,25,2,4,51,38,1,0,3,2,6 +klimclo01,1959,1,KC1,AL,17,66,10,18,1,0,4,13,0,0,1,6,0,0,1,0,2 +klinero01,1959,1,PIT,NL,38,59,4,8,0,0,0,6,0,0,1,23,0,0,5,0,1 +klippjo01,1959,1,LAN,NL,28,7,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +kluszte01,1959,1,PIT,NL,60,122,11,32,10,1,2,17,0,0,5,14,1,0,0,0,3 +kluszte01,1959,2,CHA,AL,31,101,11,30,2,1,2,10,0,1,9,10,3,0,1,1,4 +koppejo01,1959,1,PHI,NL,126,422,68,110,18,7,7,28,7,7,41,80,0,2,4,3,6 +korchst01,1959,1,WS1,AL,22,51,3,8,2,0,0,4,0,0,5,13,0,0,1,1,0 +koufasa01,1959,1,LAN,NL,35,54,3,6,3,0,0,0,0,0,2,29,0,0,2,0,0 +kralija01,1959,1,WS1,AL,6,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +kravida01,1959,1,PIT,NL,52,162,18,41,9,1,3,21,0,1,5,14,1,0,1,1,2 +kubekto01,1959,1,NYA,AL,132,512,67,143,25,7,6,51,3,3,24,46,3,2,13,2,11 +kucksjo01,1959,1,NYA,AL,9,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +kucksjo01,1959,2,KC1,AL,33,47,4,4,1,0,0,0,0,0,3,22,0,0,3,0,1 +kuennha01,1959,1,DET,AL,139,561,99,198,42,7,9,71,7,2,48,37,1,1,3,4,6 +kutynma01,1959,1,KC1,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +labincl01,1959,1,LAN,NL,56,16,1,0,0,0,0,0,0,0,0,9,0,0,1,0,0 +landiji01,1959,1,CHA,AL,149,515,78,140,26,7,5,60,20,9,78,68,5,8,13,9,5 +landrho01,1959,1,SFN,NL,109,283,30,71,14,0,3,29,0,4,43,23,7,0,5,4,6 +larkeno01,1959,1,LAN,NL,108,311,37,90,14,1,8,49,0,1,26,25,1,2,8,4,12 +larsedo01,1959,1,NYA,AL,29,47,8,12,2,0,0,8,0,0,7,15,0,0,1,1,2 +laryfr01,1959,1,DET,AL,32,80,7,10,1,1,1,2,0,0,4,26,0,0,8,0,1 +latmaba01,1959,1,CHA,AL,37,47,3,6,1,0,0,6,0,0,4,4,0,0,2,2,1 +lauch01,1959,1,DET,AL,2,6,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +lawrebr01,1959,1,CIN,NL,43,40,5,6,1,0,0,3,0,0,0,13,0,0,2,0,1 +lawve01,1959,1,PIT,NL,38,96,6,16,2,0,1,8,0,0,3,20,0,0,7,0,4 +leekge01,1959,1,CLE,AL,13,36,7,8,3,0,1,5,0,0,2,7,0,0,0,0,0 +lemonji01,1959,1,WS1,AL,147,531,73,148,18,3,33,100,5,2,46,99,0,1,0,6,9 +lepcite01,1959,1,BOS,AL,3,3,1,1,1,0,0,1,0,0,0,2,0,0,0,0,0 +lepcite01,1959,2,DET,AL,76,215,25,60,8,0,7,24,2,0,17,49,2,0,2,0,7 +lillibo01,1959,1,LAN,NL,30,48,7,11,2,0,0,2,0,0,3,4,1,0,0,0,0 +lockebo01,1959,1,CLE,AL,24,24,4,8,1,0,1,5,0,0,1,5,0,0,2,0,1 +lockmwh01,1959,1,BAL,AL,38,69,7,15,1,1,0,2,0,0,8,4,0,0,1,0,1 +lockmwh01,1959,2,CIN,NL,52,84,10,22,5,1,0,7,0,0,4,6,0,0,0,1,1 +loesbi01,1959,1,BAL,AL,37,8,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +loganjo01,1959,1,ML1,NL,138,470,59,137,17,0,13,50,1,3,57,45,9,3,6,4,12 +lollash01,1959,1,CHA,AL,140,505,63,134,22,3,22,84,4,3,55,49,6,9,2,5,27 +longda02,1959,1,CHN,NL,110,296,34,70,10,3,14,37,0,0,31,53,2,0,0,3,6 +lonnejo01,1959,1,PHI,NL,43,93,8,16,1,0,1,10,0,1,14,17,2,1,3,1,3 +lopatst01,1959,1,ML1,NL,25,48,0,5,0,0,0,4,0,0,3,13,0,0,0,0,1 +lopezhe01,1959,1,KC1,AL,35,135,22,38,10,3,6,24,1,0,8,23,0,1,1,1,1 +lopezhe01,1959,2,NYA,AL,112,406,60,115,16,2,16,69,3,1,28,54,1,6,3,4,9 +lowntu01,1959,1,CHA,AL,60,12,1,3,0,0,0,0,0,0,1,3,0,0,0,0,0 +lumenra01,1959,1,WS1,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lumpeje01,1959,1,NYA,AL,18,45,2,10,0,0,0,2,0,0,6,7,5,0,2,0,2 +lumpeje01,1959,2,KC1,AL,108,403,47,98,11,5,3,28,2,1,41,32,1,0,7,0,10 +lynchje01,1959,1,CIN,NL,117,379,49,102,16,3,17,58,2,0,29,50,1,1,3,3,7 +maasdu01,1959,1,NYA,AL,38,40,3,5,0,0,0,1,0,0,3,15,0,0,5,1,1 +mabebo01,1959,1,CIN,NL,18,7,0,0,0,0,0,0,0,0,0,4,0,0,1,0,0 +mahonji01,1959,1,BOS,AL,31,23,10,3,0,0,1,4,0,0,3,7,0,0,0,0,0 +malkmbo01,1959,1,WS1,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +malleje01,1959,1,BOS,AL,4,15,1,4,0,0,0,1,0,0,1,3,0,0,0,0,1 +malzofr01,1959,1,BOS,AL,154,604,90,169,34,2,19,92,6,0,42,58,6,1,3,10,15 +mantife01,1959,1,ML1,NL,103,251,26,54,5,0,3,19,6,1,16,31,1,2,3,2,8 +mantlmi01,1959,1,NYA,AL,144,541,104,154,23,4,31,75,21,3,93,126,6,2,1,2,7 +marisro01,1959,1,KC1,AL,122,433,69,118,21,7,16,72,2,1,58,53,5,3,0,4,4 +marshji01,1959,1,CHN,NL,108,294,39,74,10,1,11,40,0,1,33,39,1,0,1,3,5 +martibi02,1959,1,CLE,AL,73,242,37,63,7,0,9,24,0,2,8,18,2,3,4,2,5 +martijc01,1959,1,CHA,AL,3,4,0,1,0,0,0,1,0,0,0,1,0,0,0,0,0 +martimo01,1959,1,CHN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +martybo01,1959,1,KC1,AL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +matheed01,1959,1,ML1,NL,148,594,118,182,16,8,46,114,2,1,80,71,2,3,3,2,6 +maxwech01,1959,1,DET,AL,145,518,81,130,12,2,31,95,0,2,81,91,5,6,4,2,9 +mayele01,1959,1,ML1,NL,51,140,17,42,5,1,4,16,2,2,7,26,2,1,2,0,2 +mayswi01,1959,1,SFN,NL,151,575,125,180,43,5,34,104,27,4,65,58,9,2,0,6,11 +mazerbi01,1959,1,PIT,NL,135,493,50,119,15,6,7,59,1,3,29,54,1,1,10,4,16 +mcanaji01,1959,1,CHA,AL,67,210,22,58,9,3,0,27,2,1,19,26,4,1,1,0,2 +mcavoto01,1959,1,WS1,AL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcbrike01,1959,1,CHA,AL,11,6,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +mccarro01,1959,1,SFN,NL,4,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mccarti01,1959,1,SLN,NL,8,24,3,4,1,0,0,0,0,0,2,1,0,0,0,0,0 +mccormi03,1959,1,SFN,NL,47,66,3,7,1,0,0,3,0,1,4,22,0,0,11,1,0 +mccovwi01,1959,1,SFN,NL,52,192,32,68,9,5,13,38,2,0,22,35,1,4,0,1,7 +mcdanli01,1959,1,SLN,NL,62,29,2,1,0,0,0,0,0,0,3,16,0,0,3,0,0 +mcdevda01,1959,1,LAN,NL,39,46,4,5,1,0,0,3,0,0,0,17,0,1,2,0,0 +mcdougi01,1959,1,NYA,AL,127,434,44,109,16,8,4,34,0,3,35,40,3,3,5,4,11 +mclisca01,1959,1,CLE,AL,35,74,8,14,2,1,0,8,1,0,4,25,0,0,9,0,1 +mcmahdo02,1959,1,ML1,NL,60,9,2,2,0,0,0,0,0,0,1,5,0,0,0,0,0 +mcmilro01,1959,1,CIN,NL,79,246,38,65,14,2,9,24,0,2,27,27,3,4,2,1,11 +mejiaro01,1959,1,PIT,NL,96,276,28,65,6,1,7,28,1,2,21,48,7,5,3,3,4 +meyerja01,1959,1,PHI,NL,47,14,1,1,0,0,0,0,0,0,0,9,0,0,0,0,0 +meyerru01,1959,1,KC1,AL,18,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +millebo04,1959,1,SLN,NL,11,24,1,5,0,0,0,1,0,0,1,13,0,0,1,0,0 +millest01,1959,1,SFN,NL,59,45,1,2,0,0,0,0,0,0,2,8,0,1,4,0,1 +minosmi01,1959,1,CLE,AL,148,570,92,172,32,0,21,92,8,10,54,46,2,17,6,3,11 +miranwi01,1959,1,BAL,AL,65,88,8,14,5,0,0,7,0,0,7,16,0,0,1,0,2 +mizelvi01,1959,1,SLN,NL,31,75,7,14,1,1,0,7,0,1,3,29,0,0,5,0,0 +moforhe01,1959,1,BOS,AL,4,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +monbobi01,1959,1,BOS,AL,35,46,1,3,0,0,0,1,0,0,2,28,0,0,3,0,0 +monroza01,1959,1,NYA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +moonwa01,1959,1,LAN,NL,145,543,93,164,26,11,19,74,15,6,81,64,1,3,8,2,9 +moorera02,1959,1,CHA,AL,29,23,0,2,1,0,0,0,0,0,1,11,0,0,1,0,1 +moranbi02,1959,1,CLE,AL,11,17,1,5,0,0,0,2,0,0,0,1,0,0,0,0,0 +morehse01,1959,1,PHI,NL,3,3,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +morehse01,1959,2,CHN,NL,11,2,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0 +morgajo01,1959,1,ML1,NL,13,23,2,5,1,0,0,1,0,0,2,4,0,0,1,0,1 +morgajo01,1959,2,KC1,AL,20,21,2,4,0,1,0,3,0,0,3,7,0,0,0,0,1 +morgato01,1959,1,DET,AL,46,23,3,9,0,0,2,4,0,0,0,6,0,0,0,0,1 +morynwa01,1959,1,CHN,NL,117,381,41,89,14,1,14,48,0,0,44,66,2,3,2,2,13 +mossido01,1959,1,DET,AL,36,77,6,13,4,0,1,8,0,0,3,28,0,0,5,1,0 +muelldo01,1959,1,CHA,AL,4,4,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0 +muffebi01,1959,1,SFN,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +musiast01,1959,1,SLN,NL,115,341,37,87,13,2,14,44,0,2,60,25,11,0,0,3,12 +naragha01,1959,1,CLE,AL,14,36,6,10,4,1,0,5,0,0,3,2,0,1,0,1,0 +naragha01,1959,2,WS1,AL,71,195,12,47,3,2,0,11,0,1,8,9,0,1,1,2,4 +narlera01,1959,1,DET,AL,42,21,0,2,0,1,0,0,0,0,0,4,0,0,4,0,1 +nealch01,1959,1,LAN,NL,151,616,103,177,30,11,19,83,17,6,43,86,2,4,21,1,22 +neemaca01,1959,1,CHN,NL,44,105,7,17,2,0,3,9,0,0,11,23,2,0,1,0,1 +nelsoro01,1959,1,PIT,NL,98,175,31,51,11,0,6,32,0,0,23,19,4,3,1,2,2 +newcodo01,1959,1,CIN,NL,61,105,10,32,2,0,3,21,0,0,17,23,1,0,1,0,1 +niemabo01,1959,1,BAL,AL,118,360,49,105,18,2,21,60,1,2,42,55,3,2,3,2,12 +nixonru01,1959,1,CLE,AL,82,258,23,62,10,3,1,29,0,0,15,28,1,0,2,5,9 +norenir01,1959,1,SLN,NL,8,8,0,1,1,0,0,0,0,0,0,2,0,0,0,0,1 +norenir01,1959,2,CHN,NL,65,156,27,50,6,2,4,19,2,0,13,24,1,3,0,0,1 +nunnho01,1959,1,SLN,NL,16,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +nuxhajo01,1959,1,CIN,NL,28,44,5,11,3,0,0,2,0,0,1,4,0,1,2,0,2 +obriejo03,1959,1,ML1,NL,44,116,16,23,4,0,1,8,0,0,11,15,1,1,4,1,3 +oconnda02,1959,1,SFN,NL,34,58,6,11,3,0,0,0,0,1,5,15,0,0,3,0,0 +odellbi01,1959,1,BAL,AL,43,60,5,5,0,0,1,2,1,1,4,18,0,0,2,0,1 +olivege01,1959,1,SLN,NL,68,172,14,42,9,0,6,28,3,2,7,41,0,0,0,2,4 +orourch01,1959,1,SLN,NL,2,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +osborbo02,1959,1,DET,AL,86,209,27,40,7,1,3,21,1,0,16,41,0,2,0,1,3 +osteecl01,1959,1,CIN,NL,2,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +otoolji01,1959,1,CIN,NL,29,37,4,5,0,0,0,3,0,0,4,11,0,0,3,0,1 +owensji01,1959,1,PHI,NL,31,75,0,9,1,0,0,6,0,0,6,35,0,0,3,0,0 +pafkoan01,1959,1,ML1,NL,71,142,17,31,8,2,1,15,0,0,14,15,1,1,1,0,4 +paganjo01,1959,1,SFN,NL,31,46,7,8,1,0,0,1,1,0,2,8,0,0,0,0,0 +pappami01,1959,1,BAL,AL,33,79,4,11,1,0,0,2,0,0,1,35,0,0,1,0,0 +pascuca02,1959,1,WS1,AL,32,86,10,26,2,0,0,3,0,0,5,11,0,0,5,0,5 +pavledo01,1959,1,CIN,NL,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pearsal02,1959,1,WS1,AL,25,80,9,15,1,0,0,2,1,1,14,3,0,0,3,0,0 +pearsal02,1959,2,BAL,AL,80,138,22,32,4,2,0,6,4,0,13,5,0,0,0,1,4 +penaor01,1959,1,CIN,NL,46,34,3,3,1,0,0,3,0,0,5,20,0,0,5,0,0 +pendlji01,1959,1,CIN,NL,65,113,13,29,2,0,3,9,3,0,8,18,2,1,0,1,4 +perryji01,1959,1,CLE,AL,44,50,5,15,0,1,0,5,0,0,0,3,0,0,1,0,0 +peterga01,1959,1,CHA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +peterha01,1959,1,PIT,NL,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +phillbu02,1959,1,CHA,AL,117,379,43,100,27,1,5,40,1,1,27,28,7,4,4,1,8 +phillda01,1959,1,PHI,NL,99,254,32,74,18,2,7,37,0,0,18,27,3,1,4,1,3 +phillta01,1959,1,CHN,NL,7,4,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +phillta01,1959,2,PHI,NL,32,11,1,1,0,0,0,0,0,0,0,6,0,0,0,0,0 +piercbi02,1959,1,CHA,AL,34,68,3,13,1,2,0,7,0,0,7,13,0,0,6,0,1 +piersji01,1959,1,CLE,AL,100,317,42,78,13,2,4,30,6,3,25,31,1,2,8,2,2 +pignajo01,1959,1,LAN,NL,52,139,17,33,4,1,1,11,1,0,21,15,2,2,4,0,2 +pilaral01,1959,1,BAL,AL,130,273,37,77,12,1,3,16,9,3,30,25,1,1,13,0,7 +pinsova01,1959,1,CIN,NL,154,648,131,205,47,9,20,84,21,6,55,98,3,1,2,0,9 +pisonji01,1959,1,ML1,NL,9,24,4,4,1,0,0,0,0,0,2,6,0,0,0,0,1 +pisonji01,1959,2,NYA,AL,17,17,2,3,0,1,0,1,0,0,1,9,0,0,2,0,0 +pizarju01,1959,1,ML1,NL,29,41,2,5,2,0,0,5,0,0,2,14,0,0,2,1,0 +plewshe01,1959,1,WS1,AL,27,40,4,9,0,0,0,2,0,1,3,5,0,0,0,0,2 +plewshe01,1959,2,BOS,AL,13,12,0,1,1,0,0,0,0,0,0,4,0,0,0,0,1 +podbibu01,1959,1,CLE,AL,6,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +podrejo01,1959,1,LAN,NL,34,65,4,16,1,0,0,4,0,0,6,13,0,0,3,1,1 +portebo01,1959,1,PIT,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +portebo01,1959,2,CHN,NL,4,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +portebo01,1959,3,PIT,NL,30,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,1 +porteja01,1959,1,WS1,AL,37,106,8,24,4,0,1,10,0,0,11,16,1,1,1,2,3 +porteja01,1959,2,SLN,NL,23,33,5,7,3,0,1,2,0,0,1,4,0,1,0,0,0 +portoar01,1959,1,BAL,AL,27,21,1,0,0,0,0,0,0,0,1,13,0,0,3,0,0 +postwa01,1959,1,PHI,NL,132,468,62,119,17,6,22,94,0,0,36,101,4,3,0,3,7 +powerjo01,1959,1,CIN,NL,43,43,8,11,2,1,2,4,0,0,3,13,0,1,0,0,0 +powervi01,1959,1,CLE,AL,147,595,102,172,31,6,10,60,9,13,40,22,2,2,4,4,19 +proctji01,1959,1,DET,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +purkebo01,1959,1,CIN,NL,38,66,8,11,2,1,1,6,0,0,6,34,0,1,4,0,1 +ramospe01,1959,1,WS1,AL,45,75,7,11,1,1,1,2,1,0,4,38,0,0,6,0,1 +raymocl01,1959,1,CHA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reedho01,1959,1,KC1,AL,6,3,1,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +renfrma01,1959,1,SFN,NL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +rennabi01,1959,1,BOS,AL,14,22,2,2,0,0,0,2,0,0,5,9,0,0,0,0,0 +repulri01,1959,1,LAN,NL,53,94,11,24,4,0,2,14,0,1,13,23,2,0,1,1,3 +rhodedu01,1959,1,SFN,NL,54,48,1,9,2,0,0,7,0,0,5,9,3,0,0,1,1 +ricede01,1959,1,ML1,NL,13,29,3,6,0,0,0,1,0,0,2,3,0,0,0,1,2 +richabo01,1959,1,NYA,AL,134,469,53,141,18,6,2,33,5,5,26,20,3,0,10,3,3 +rickedi01,1959,1,SLN,NL,12,18,0,1,0,0,0,0,0,0,0,7,0,0,2,0,0 +riverji01,1959,1,CHA,AL,80,177,18,39,9,4,4,19,5,3,11,19,3,1,0,3,1 +roachme01,1959,1,ML1,NL,19,31,1,3,0,0,0,0,0,0,2,4,0,0,0,0,0 +roberro01,1959,1,PHI,NL,35,89,6,17,5,0,0,3,0,0,5,23,0,1,2,0,4 +robinbr01,1959,1,BAL,AL,88,313,29,89,15,2,4,24,2,2,17,37,5,2,1,0,5 +robinfr02,1959,1,CIN,NL,146,540,106,168,31,4,36,125,18,8,69,93,9,8,0,9,16 +robinhu01,1959,1,CLE,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +robinhu01,1959,2,PHI,NL,31,13,2,3,1,0,0,2,0,0,2,4,0,0,1,1,0 +rodgean01,1959,1,SFN,NL,71,228,32,57,12,1,6,24,2,1,32,50,1,1,3,2,5 +rodrifr01,1959,1,PHI,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +romanjo01,1959,1,CHA,AL,53,126,20,37,5,1,5,25,0,1,23,18,0,1,3,0,3 +romonjo01,1959,1,WS1,AL,20,11,4,2,0,1,0,0,0,0,0,3,0,0,0,0,0 +rosebjo01,1959,1,LAN,NL,118,397,39,92,14,7,10,38,7,5,52,69,11,3,5,4,7 +rudoldo01,1959,1,CHA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rudoldo01,1959,2,CIN,NL,5,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +runnepe01,1959,1,BOS,AL,147,560,95,176,33,6,6,57,6,5,95,48,1,1,5,0,17 +rushbo01,1959,1,ML1,NL,31,32,2,6,0,0,0,0,0,0,0,15,0,0,1,0,1 +samforo01,1959,1,WS1,AL,91,237,23,53,13,0,5,22,1,0,11,29,0,2,3,2,10 +sanfoja02,1959,1,SFN,NL,36,72,6,8,0,0,0,3,0,0,6,31,0,2,5,0,1 +sauerha01,1959,1,SFN,NL,13,15,1,1,0,0,1,1,0,0,0,7,0,0,0,0,0 +saverbo01,1959,1,BAL,AL,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sawatca01,1959,1,PHI,NL,74,198,15,58,10,0,9,43,0,0,32,36,11,1,1,1,5 +schafjo01,1959,1,CHN,NL,5,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +schaijo01,1959,1,WS1,AL,16,59,3,9,2,0,0,2,0,0,0,7,0,1,1,0,0 +schmibo02,1959,1,SFN,NL,71,181,17,44,7,1,5,20,0,2,13,24,4,1,0,1,4 +schmiwi01,1959,1,CIN,NL,36,12,2,1,0,0,0,0,0,0,1,4,0,3,1,0,0 +schoere01,1959,1,ML1,NL,5,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schofdi01,1959,1,PIT,NL,81,145,21,34,10,1,1,9,1,1,16,22,0,0,2,0,2 +schroal01,1959,1,PHI,NL,3,4,0,1,1,0,0,2,0,0,0,1,0,0,0,0,0 +schroal01,1959,2,BOS,AL,14,9,0,1,1,0,0,1,1,0,2,4,0,0,2,0,0 +schular01,1959,1,CHN,NL,42,118,17,32,7,0,2,14,0,0,7,14,0,2,2,1,6 +schulba01,1959,1,DET,AL,13,2,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0 +scorehe01,1959,1,CLE,AL,30,52,1,5,0,0,0,1,0,0,2,22,0,0,0,1,0 +semprra01,1959,1,PHI,NL,30,34,1,6,0,0,0,2,0,0,0,16,0,0,2,0,0 +shannwa02,1959,1,SLN,NL,47,95,5,27,5,0,0,5,0,0,0,12,0,1,0,0,0 +shantbo01,1959,1,NYA,AL,40,23,4,5,2,0,0,1,0,0,3,6,0,0,3,0,0 +shawbo01,1959,1,CHA,AL,47,73,7,9,1,0,0,2,0,0,5,19,0,0,10,0,2 +sherrla01,1959,1,LAN,NL,23,32,3,7,0,0,2,5,0,0,1,6,0,0,1,0,0 +sherrno01,1959,1,LAN,NL,2,3,0,1,0,0,0,2,0,0,0,0,0,1,0,0,1 +shetrba01,1959,1,BAL,AL,33,79,8,16,1,1,0,5,3,0,5,9,1,0,3,1,0 +shipljo01,1959,1,SFN,NL,10,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +shoopro01,1959,1,DET,AL,3,7,1,1,0,0,0,1,0,0,0,1,0,0,0,0,1 +shortch02,1959,1,PHI,NL,3,6,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +siebeno01,1959,1,NYA,AL,120,380,52,103,17,0,11,53,3,1,41,71,2,2,3,5,3 +sievero01,1959,1,WS1,AL,115,385,55,93,19,0,21,49,1,1,53,62,6,2,0,4,10 +simmocu01,1959,1,PHI,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +simpsha01,1959,1,KC1,AL,8,14,1,4,0,0,1,2,0,0,2,4,0,1,0,1,0 +simpsha01,1959,2,CHA,AL,38,75,5,14,5,1,2,13,0,0,4,14,0,0,0,0,1 +simpsha01,1959,3,PIT,NL,9,15,3,4,2,0,0,2,0,0,0,2,0,0,0,0,0 +singlel01,1959,1,CHN,NL,21,6,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +sisleda01,1959,1,BOS,AL,3,2,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +sisleda01,1959,2,DET,AL,32,5,1,1,0,0,0,0,0,0,0,4,0,0,1,0,0 +skinnbo01,1959,1,PIT,NL,143,547,78,153,18,4,13,61,10,7,67,65,8,0,1,2,6 +skizalo01,1959,1,CHA,AL,8,13,3,1,0,0,0,0,0,0,3,2,0,0,0,0,1 +skowrbi01,1959,1,NYA,AL,74,282,39,84,13,5,15,59,1,0,20,47,0,3,2,2,10 +slaugen01,1959,1,NYA,AL,74,99,10,17,2,0,6,21,1,0,13,19,1,0,1,1,2 +slaugen01,1959,2,ML1,NL,11,18,0,3,0,0,0,1,0,0,3,3,0,0,0,0,0 +smithal04,1959,1,CHA,AL,129,472,65,112,16,4,17,55,7,5,46,74,3,5,5,1,10 +smithbi04,1959,1,SLN,NL,6,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +smithbo03,1959,1,PIT,NL,20,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +smithbo03,1959,2,DET,AL,9,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +smithbo04,1959,1,SLN,NL,43,60,11,13,1,1,1,7,0,0,1,9,0,0,0,0,2 +smithbo05,1959,1,CHN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithbo05,1959,2,CLE,AL,12,6,0,0,0,0,0,0,0,0,0,5,0,0,0,0,0 +smithha08,1959,1,KC1,AL,108,292,36,84,12,0,5,31,0,3,34,39,0,3,2,1,4 +smithha09,1959,1,SLN,NL,142,452,35,122,15,3,13,50,2,6,15,28,6,1,5,0,13 +snidedu01,1959,1,LAN,NL,126,370,59,114,11,2,23,88,1,5,58,71,13,0,5,2,8 +snydege02,1959,1,LAN,NL,11,6,1,0,0,0,0,0,0,0,2,2,0,0,1,0,0 +snyderu01,1959,1,KC1,AL,73,243,41,76,13,2,3,21,6,2,19,29,0,2,3,0,4 +spahnwa01,1959,1,ML1,NL,40,104,11,24,1,0,2,8,0,0,3,28,0,0,1,4,2 +spangal01,1959,1,ML1,NL,6,12,3,5,0,1,0,0,1,0,1,1,0,0,1,0,0 +speakbo01,1959,1,SFN,NL,15,11,0,1,0,0,0,1,0,0,1,4,0,0,1,0,1 +spencda01,1959,1,SFN,NL,152,555,59,147,20,1,12,62,5,0,58,67,4,0,3,5,14 +stalege01,1959,1,CHA,AL,67,13,2,2,0,0,0,0,0,0,3,5,0,0,4,0,0 +stankjo01,1959,1,CHA,AL,2,3,1,1,0,0,0,1,0,0,0,1,0,0,0,0,0 +stephge01,1959,1,BOS,AL,92,270,34,75,13,1,3,39,5,2,29,33,0,4,4,3,3 +steverc01,1959,1,PIT,NL,3,7,2,2,0,0,1,1,0,0,0,0,0,0,0,0,0 +stobbch01,1959,1,WS1,AL,41,19,0,2,0,0,0,2,0,0,0,2,0,0,1,0,0 +stockwe01,1959,1,BAL,AL,7,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +stonede01,1959,1,SLN,NL,18,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +stricge01,1959,1,CLE,AL,132,441,55,105,15,2,3,48,1,1,51,64,2,0,3,6,7 +strikja01,1959,1,CLE,AL,1,1,0,0,0,0,0,0,0,0,1,1,0,1,0,0,0 +stuardi01,1959,1,PIT,NL,118,397,64,118,15,2,27,78,1,1,42,86,7,2,2,7,11 +stumpji01,1959,1,DET,AL,5,1,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0 +sturdto01,1959,1,NYA,AL,7,6,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +sturdto01,1959,2,KC1,AL,37,17,0,1,0,0,0,0,0,0,0,7,0,0,1,0,0 +sullifr01,1959,1,BOS,AL,30,60,2,12,1,0,0,4,0,0,1,15,0,0,7,1,1 +sulliha02,1959,1,BOS,AL,4,2,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +suscege02,1959,1,DET,AL,9,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +tannech01,1959,1,CLE,AL,14,48,6,12,2,0,1,5,0,0,2,9,0,0,0,0,2 +tasbywi01,1959,1,BAL,AL,142,505,69,126,16,5,13,48,3,5,34,80,0,6,5,2,8 +tatele01,1959,1,SLN,NL,41,50,5,7,1,1,1,4,0,0,5,7,1,1,2,0,2 +taylojo01,1959,1,BAL,AL,14,32,2,5,1,0,1,2,0,0,11,5,0,0,0,0,0 +taylosa02,1959,1,CHN,NL,110,353,41,95,13,2,13,43,1,0,35,47,13,1,0,1,6 +tayloto02,1959,1,CHN,NL,150,624,96,175,30,8,8,38,23,9,45,86,0,6,6,7,8 +templjo01,1959,1,CIN,NL,149,598,102,186,35,6,8,67,14,3,72,40,2,2,11,13,11 +terryra01,1959,1,KC1,AL,9,17,0,3,0,0,0,0,0,0,0,2,0,0,1,0,1 +terryra01,1959,2,NYA,AL,24,41,0,4,0,0,0,0,0,0,1,8,0,0,2,0,0 +terwiwa01,1959,1,KC1,AL,74,180,27,48,11,0,2,18,2,2,19,31,0,0,4,1,2 +thomafr03,1959,1,CIN,NL,108,374,41,84,18,2,12,47,0,2,27,56,6,3,2,6,13 +thomava01,1959,1,PHI,NL,66,140,5,28,2,0,1,7,1,0,9,19,2,1,1,0,7 +thomsbo01,1959,1,CHN,NL,122,374,55,97,15,2,11,52,1,0,35,50,6,2,2,5,9 +thronfa01,1959,1,WS1,AL,117,327,36,82,11,2,10,42,6,4,33,61,3,3,0,4,4 +thronma01,1959,1,NYA,AL,80,192,27,46,5,0,8,22,0,0,18,51,1,0,2,2,2 +thurmbo01,1959,1,CIN,NL,4,4,1,1,0,0,0,2,0,0,0,1,0,0,0,0,0 +tomandi01,1959,1,KC1,AL,16,2,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +torgeea01,1959,1,CHA,AL,127,277,40,61,5,3,9,45,7,6,62,55,1,0,1,4,7 +torrefr01,1959,1,ML1,NL,115,263,23,60,15,1,1,33,0,0,35,12,6,3,2,4,5 +triangu01,1959,1,BAL,AL,126,393,43,85,7,1,25,73,0,0,65,56,6,3,4,3,12 +trowbbo01,1959,1,ML1,NL,16,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +tsitojo01,1959,1,KC1,AL,24,20,1,3,0,0,0,0,0,0,1,7,0,0,3,0,1 +turlebo01,1959,1,NYA,AL,33,46,3,4,0,0,0,1,0,0,5,18,0,1,2,0,1 +tuttlbi01,1959,1,KC1,AL,126,463,74,139,19,6,7,43,10,6,48,38,2,4,4,2,12 +umbriji01,1959,1,PIT,NL,1,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +urbanja01,1959,1,SLN,NL,8,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +valdijo01,1959,1,WS1,AL,24,14,1,4,0,0,0,0,0,0,1,3,1,0,0,0,0 +valenfr01,1959,1,BAL,AL,12,19,0,6,0,0,0,1,0,1,3,4,0,0,0,0,0 +valenvi01,1959,1,WS1,AL,7,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +valoel01,1959,1,CLE,AL,34,24,3,7,0,0,0,5,0,0,7,0,1,0,0,2,2 +vealco01,1959,1,DET,AL,77,89,12,18,1,0,1,15,0,0,8,7,1,1,4,1,0 +vernomi01,1959,1,ML1,NL,74,91,8,20,4,0,3,14,0,0,7,20,1,1,0,0,2 +versazo01,1959,1,WS1,AL,29,59,4,9,0,0,1,1,1,0,4,15,0,1,0,0,0 +virdobi01,1959,1,PIT,NL,144,519,67,132,24,2,8,41,7,4,55,65,11,2,5,2,7 +wagnele01,1959,1,SFN,NL,87,129,20,29,4,3,5,22,0,0,25,24,6,3,0,1,4 +walkeje01,1959,1,BAL,AL,31,65,4,11,0,0,1,4,1,0,1,15,0,0,3,0,0 +wallmu01,1959,1,BOS,AL,15,7,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +wallmu01,1959,2,WS1,AL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +wallmu01,1959,3,BOS,AL,11,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +wallsle01,1959,1,CHN,NL,120,354,43,91,18,3,8,33,0,2,42,73,1,5,5,3,6 +wardpr01,1959,1,KC1,AL,58,109,8,27,4,1,2,19,0,0,7,12,1,0,0,3,3 +webstra01,1959,1,CLE,AL,40,74,10,15,2,1,2,10,1,0,5,7,0,0,1,0,2 +wertzvi01,1959,1,BOS,AL,94,247,38,68,13,0,7,49,0,0,22,32,5,2,0,2,5 +whisepe01,1959,1,CIN,NL,36,71,13,17,2,0,5,11,0,0,8,18,0,0,0,0,1 +whitebi03,1959,1,SLN,NL,138,517,77,156,33,9,12,72,15,10,34,61,1,2,3,5,5 +whitesa02,1959,1,BOS,AL,119,377,34,107,13,4,1,42,4,2,23,39,6,1,1,3,14 +wilheho01,1959,1,BAL,AL,32,76,2,4,0,0,0,2,0,0,5,23,0,0,4,0,1 +willeca01,1959,1,ML1,NL,26,39,2,4,1,0,0,1,0,0,1,22,0,0,1,0,1 +willibi01,1959,1,CHN,NL,18,33,0,5,0,1,0,2,0,0,1,7,0,0,0,0,2 +willidi02,1959,1,KC1,AL,130,488,72,130,33,1,16,75,4,1,28,60,1,5,11,6,13 +willido01,1959,1,PIT,NL,6,3,0,1,0,1,0,0,0,0,0,0,0,0,0,0,0 +willist02,1959,1,LAN,NL,35,36,3,7,0,0,0,3,0,0,3,15,0,0,1,0,1 +willite01,1959,1,BOS,AL,103,272,32,69,15,0,10,43,0,0,52,27,6,2,0,5,7 +willsma01,1959,1,LAN,NL,83,242,27,63,5,2,0,7,7,3,13,27,5,0,3,0,3 +willste01,1959,1,BOS,AL,9,16,0,4,2,0,0,0,0,0,1,5,0,0,2,0,0 +wilsoea01,1959,1,BOS,AL,9,8,0,4,2,0,0,4,0,0,0,1,0,0,0,0,0 +wilsore01,1959,1,DET,AL,67,228,28,60,17,2,4,35,2,2,10,23,1,2,3,4,8 +windhgo01,1959,1,NYA,AL,7,11,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +wiseca01,1959,1,ML1,NL,22,76,11,13,2,0,1,5,0,0,10,5,0,0,0,0,3 +wittge01,1959,1,PIT,NL,15,12,0,0,0,0,0,0,0,0,1,8,0,0,2,0,0 +woodeha01,1959,1,WS1,AL,32,8,0,0,0,0,0,0,0,0,0,6,0,0,0,0,0 +woodlge01,1959,1,BAL,AL,140,440,63,132,22,2,14,77,1,1,78,35,4,0,1,5,5 +worthal01,1959,1,SFN,NL,42,13,0,1,0,0,0,0,0,0,0,4,0,0,0,0,0 +wynnea01,1959,1,CHA,AL,37,90,11,22,7,0,2,8,0,0,9,18,0,1,2,1,1 +yosted01,1959,1,DET,AL,148,521,115,145,19,0,21,61,9,2,135,77,1,12,4,3,6 +zannido01,1959,1,SFN,NL,9,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +zauchno01,1959,1,WS1,AL,19,71,11,15,4,0,3,4,2,0,7,14,0,1,0,0,6 +zernigu01,1959,1,DET,AL,60,132,11,30,4,0,7,26,0,0,7,27,0,0,0,2,3 +zimmedo01,1959,1,LAN,NL,97,249,21,41,7,1,4,28,3,1,37,56,7,1,4,1,8 +zuverge01,1959,1,BAL,AL,6,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0 +aaronha01,1960,1,ML1,NL,153,590,102,172,20,11,40,126,16,7,60,63,13,2,0,12,8 +abernte02,1960,1,WS1,AL,2,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +adairje01,1960,1,BAL,AL,3,5,1,1,0,0,1,1,0,0,0,0,0,0,0,0,0 +adcocjo01,1960,1,ML1,NL,138,514,55,153,21,4,25,91,2,2,46,86,7,1,5,4,13 +aguirha01,1960,1,DET,AL,37,28,0,1,0,0,0,0,0,0,0,19,0,0,2,0,0 +allisbo01,1960,1,WS1,AL,144,501,79,126,30,3,15,69,11,9,92,94,4,2,5,4,14 +aloufe01,1960,1,SFN,NL,106,322,48,85,17,3,8,44,10,2,16,42,1,2,3,4,9 +alouma01,1960,1,SFN,NL,4,3,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +altmage01,1960,1,CHN,NL,119,334,50,89,16,4,13,51,4,3,32,67,6,1,2,3,4 +alvarro01,1960,1,CIN,NL,3,9,1,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +amalfjo01,1960,1,SFN,NL,106,328,47,91,15,3,1,27,2,3,26,31,1,3,3,1,5 +amaroru01,1960,1,PHI,NL,92,264,25,61,9,1,0,16,0,1,21,32,2,2,4,1,5 +amorosa01,1960,1,LAN,NL,9,14,1,2,0,0,0,0,0,0,3,2,1,0,0,0,0 +amorosa01,1960,2,DET,AL,65,67,7,10,0,0,1,7,0,0,12,10,1,0,0,1,1 +anderbo01,1960,1,CHN,NL,39,71,4,12,0,0,0,1,0,0,4,26,0,1,5,1,0 +anderha02,1960,1,PHI,NL,38,93,10,23,2,0,5,12,0,0,10,19,1,2,0,0,2 +anderha02,1960,2,CIN,NL,42,66,6,11,3,0,1,9,0,0,11,20,0,0,1,1,0 +anderjo02,1960,1,BAL,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +antonjo02,1960,1,SFN,NL,42,34,2,8,0,1,0,1,1,0,2,6,0,0,1,0,2 +aparilu01,1960,1,CHA,AL,153,600,86,166,20,7,2,61,51,8,43,39,3,1,20,6,12 +arroylu01,1960,1,NYA,AL,29,5,0,0,0,0,0,1,0,0,1,1,0,0,0,0,0 +ashburi01,1960,1,CHN,NL,151,547,99,159,16,5,0,40,16,4,116,50,1,1,7,1,4 +asprobo01,1960,1,LAN,NL,21,55,1,10,1,0,1,6,1,0,0,6,0,1,0,0,1 +asproke01,1960,1,WS1,AL,4,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +asproke01,1960,2,CLE,AL,117,459,65,133,20,1,10,48,4,1,53,32,0,2,4,3,11 +averiea02,1960,1,CHN,NL,52,102,14,24,4,0,1,13,1,1,11,16,1,1,1,2,3 +averiea02,1960,2,CHA,AL,10,14,2,3,0,0,0,2,0,0,4,2,0,0,0,0,0 +azcuejo01,1960,1,CIN,NL,14,31,1,3,0,0,0,3,0,1,2,6,0,0,0,0,0 +baileed01,1960,1,CIN,NL,133,441,52,115,19,3,13,67,1,0,59,70,9,2,1,7,9 +bakerge02,1960,1,PIT,NL,33,37,5,9,0,0,0,4,0,0,2,9,0,0,0,1,1 +bankser01,1960,1,CHN,NL,156,597,94,162,32,7,41,117,1,3,71,69,28,4,0,6,14 +barbest01,1960,1,BAL,AL,36,54,1,3,0,0,0,1,0,0,5,32,0,0,4,0,0 +barkera01,1960,1,BAL,AL,5,6,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +barnefr02,1960,1,SLN,NL,4,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barondi01,1960,1,PIT,NL,3,6,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +batteea01,1960,1,WS1,AL,137,466,49,126,24,2,15,60,4,5,48,68,5,8,4,4,15 +bauerha01,1960,1,KC1,AL,95,255,30,70,15,0,3,31,1,0,21,36,1,1,3,5,11 +baumafr01,1960,1,CHA,AL,47,52,2,8,1,0,0,6,0,1,9,25,0,0,0,1,0 +bautaed01,1960,1,SLN,NL,9,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +becquju01,1960,1,WS1,AL,110,298,41,75,15,7,4,35,1,3,12,35,3,1,2,1,15 +bellga01,1960,1,CLE,AL,30,47,6,7,1,0,0,3,1,0,2,9,0,1,8,0,1 +bellgu01,1960,1,CIN,NL,143,515,65,135,19,5,12,62,4,3,29,40,3,1,4,5,7 +berbelo01,1960,1,DET,AL,85,232,18,45,4,0,5,23,2,0,41,31,4,1,0,4,6 +berrayo01,1960,1,NYA,AL,120,359,46,99,14,1,15,62,2,1,38,23,6,3,0,4,11 +bertedi01,1960,1,CHN,NL,5,15,0,2,0,0,0,2,0,0,3,1,0,0,0,1,0 +bertore01,1960,1,WS1,AL,121,460,44,122,17,7,4,45,3,5,26,58,2,8,13,4,11 +bilkost01,1960,1,DET,AL,78,222,20,46,11,2,9,25,0,1,27,31,0,0,0,1,6 +blancjo01,1960,1,NYA,AL,53,99,8,24,3,1,4,14,0,0,6,17,1,1,1,0,2 +blasido01,1960,1,SFN,NL,136,523,72,123,12,8,2,31,14,2,49,53,1,2,7,2,4 +blemkra01,1960,1,KC1,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +boakch01,1960,1,KC1,AL,5,13,1,2,0,0,0,1,0,0,0,2,0,1,0,1,0 +bollifr01,1960,1,DET,AL,139,536,64,136,20,4,9,59,7,4,40,48,2,2,6,0,10 +bondwa01,1960,1,CLE,AL,40,131,19,29,2,1,5,18,4,1,13,14,2,3,0,2,2 +boonera01,1960,1,ML1,NL,7,12,3,3,1,0,0,4,0,0,5,1,0,0,0,0,0 +boonera01,1960,2,BOS,AL,34,78,6,16,1,0,1,11,0,0,11,15,0,0,0,1,2 +borlato01,1960,1,BOS,AL,26,13,0,0,0,0,0,0,0,0,0,5,0,0,0,0,0 +bouched01,1960,1,PHI,NL,22,65,1,17,4,0,0,8,0,0,9,11,2,1,0,1,1 +bouched01,1960,2,CHN,NL,98,299,33,71,11,1,5,44,2,0,45,51,4,2,0,6,4 +bowsfte01,1960,1,BOS,AL,17,4,1,1,0,0,0,2,0,0,0,1,0,0,2,0,0 +bowsfte01,1960,2,CLE,AL,11,10,1,1,0,0,0,0,0,0,1,3,0,0,1,0,0 +boydbo01,1960,1,BAL,AL,71,82,9,26,5,2,0,9,0,0,6,5,1,0,0,0,4 +boyercl02,1960,1,NYA,AL,124,393,54,95,20,1,14,46,2,3,23,85,1,3,7,5,7 +boyerke01,1960,1,SLN,NL,151,552,95,168,26,10,32,97,8,7,56,77,10,4,0,4,13 +brandja01,1960,1,BAL,AL,145,511,73,130,24,6,15,65,5,3,47,69,3,3,3,6,7 +breedma01,1960,1,BAL,AL,152,551,69,147,25,2,3,43,10,4,35,80,2,3,2,3,8 +bressed01,1960,1,SFN,NL,116,386,37,87,19,6,9,43,1,2,35,72,12,2,3,5,10 +breweji01,1960,1,CHN,NL,6,6,0,1,0,0,0,0,0,0,1,2,0,0,0,0,0 +breweto01,1960,1,BOS,AL,45,62,5,12,1,0,1,2,0,1,1,16,0,0,3,0,1 +bridgma01,1960,1,SLN,NL,20,6,1,0,0,0,0,0,0,0,1,1,0,0,0,0,1 +bridgma01,1960,2,CIN,NL,14,4,1,1,0,0,0,0,0,0,0,1,0,1,1,0,0 +bridgro01,1960,1,DET,AL,10,5,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1 +bridgro01,1960,2,CLE,AL,10,27,1,9,0,0,0,3,0,0,1,2,1,0,1,0,1 +bridgro01,1960,3,SLN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +briggjo01,1960,1,CLE,AL,21,8,0,1,0,0,0,0,0,0,0,2,0,0,1,0,0 +briggjo01,1960,2,KC1,AL,8,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +brighha01,1960,1,PIT,NL,4,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +brogler01,1960,1,SLN,NL,52,68,7,14,4,0,0,5,0,0,7,22,0,0,4,0,0 +brosnji01,1960,1,CIN,NL,57,15,1,3,2,0,1,4,0,0,1,6,0,0,1,0,0 +brownca01,1960,1,SLN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +browndi01,1960,1,CHA,AL,16,43,4,7,0,0,3,5,0,0,3,11,0,0,1,0,1 +brownha01,1960,1,BAL,AL,30,44,5,8,2,0,0,3,0,0,8,8,0,1,5,0,0 +brucebo01,1960,1,DET,AL,34,39,4,7,0,0,0,0,0,0,4,11,0,0,2,0,0 +brunege01,1960,1,KC1,AL,3,3,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +brunege01,1960,2,ML1,NL,17,11,0,1,0,0,0,0,0,0,0,4,0,0,0,0,0 +brutobi01,1960,1,ML1,NL,151,629,112,180,27,13,12,54,22,13,41,97,1,2,1,4,4 +buddido01,1960,1,BOS,AL,124,428,62,105,21,5,6,36,4,2,62,59,5,1,3,6,14 +buhlbo01,1960,1,ML1,NL,36,89,4,14,0,0,0,4,0,0,0,40,0,0,3,0,2 +bunniji01,1960,1,DET,AL,38,81,2,13,1,0,0,4,0,2,3,22,0,0,8,1,1 +burdele01,1960,1,ML1,NL,46,91,11,16,3,0,2,4,0,0,7,22,0,1,2,1,2 +burgesm01,1960,1,PIT,NL,110,337,33,99,15,2,7,39,0,1,35,13,12,0,0,4,6 +burnspe01,1960,1,DET,AL,31,27,2,4,0,0,0,1,0,0,2,6,0,0,5,0,0 +burtoel01,1960,1,SLN,NL,29,28,5,6,1,0,0,2,0,2,4,14,0,0,2,0,0 +burwedi01,1960,1,CHN,NL,3,3,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +busbyji01,1960,1,BOS,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +busbyji01,1960,2,BAL,AL,79,159,25,41,7,1,0,12,2,3,20,14,1,0,4,0,4 +buzhajo01,1960,1,PHI,NL,32,62,7,10,0,1,0,1,0,0,1,29,0,0,2,1,0 +byerlbu01,1960,1,SFN,NL,19,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +callijo01,1960,1,PHI,NL,99,288,36,75,11,5,9,30,0,4,45,70,2,0,2,0,1 +camildo02,1960,1,LAN,NL,6,24,4,8,2,0,1,3,0,0,1,4,0,1,0,0,0 +cannich01,1960,1,SLN,NL,7,9,0,2,0,0,0,1,0,0,1,3,0,0,0,1,0 +cardele01,1960,1,CIN,NL,48,142,13,33,2,4,1,12,0,0,6,32,0,0,5,0,1 +cardwdo01,1960,1,PHI,NL,5,8,2,2,0,0,2,3,0,0,0,5,0,0,2,0,0 +cardwdo01,1960,2,CHN,NL,33,69,9,14,1,0,3,6,1,0,0,30,0,0,0,0,1 +careyan01,1960,1,NYA,AL,4,3,1,1,0,0,0,1,0,0,0,1,0,0,0,0,0 +careyan01,1960,2,KC1,AL,102,343,30,80,14,4,12,53,0,0,26,52,0,1,3,3,16 +carmedu01,1960,1,SLN,NL,4,3,0,0,0,0,0,0,1,1,1,1,0,0,0,0,0 +carreca01,1960,1,CHA,AL,8,17,2,4,0,0,0,2,0,0,1,3,0,0,0,0,0 +casalje01,1960,1,BOS,AL,29,33,4,9,3,0,0,4,0,0,3,9,0,0,0,0,1 +cashno01,1960,1,DET,AL,121,353,64,101,16,3,18,63,4,2,65,58,1,6,0,4,0 +ceccaar01,1960,1,CHN,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +cepedor01,1960,1,SFN,NL,151,569,81,169,36,3,24,96,15,6,34,91,9,8,0,4,11 +cervbo01,1960,1,KC1,AL,23,78,14,20,1,1,6,12,0,0,10,17,1,0,0,1,2 +cervbo01,1960,2,NYA,AL,87,216,32,54,11,1,8,28,0,0,30,36,2,3,0,0,6 +chacoel01,1960,1,CIN,NL,49,116,14,21,1,0,0,7,7,1,14,23,1,1,2,2,0 +cheneto01,1960,1,PIT,NL,11,17,2,3,1,0,0,2,0,0,1,4,0,0,1,0,0 +chitiha01,1960,1,KC1,AL,58,190,16,42,7,0,5,28,1,0,17,33,0,1,5,0,8 +chitiha01,1960,2,DET,AL,37,104,9,17,0,0,2,5,0,3,10,12,1,0,1,1,6 +chittne01,1960,1,BOS,AL,6,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +choatdo01,1960,1,SFN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chrisjo01,1960,1,PIT,NL,50,56,21,13,2,0,1,3,1,0,5,8,0,0,0,0,0 +chrisne01,1960,1,DET,AL,96,220,27,56,10,3,5,24,2,0,19,26,0,1,2,4,5 +cimolgi01,1960,1,PIT,NL,101,307,36,82,14,4,0,28,1,0,32,43,3,1,3,2,9 +clemedo01,1960,1,SLN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clemero01,1960,1,PIT,NL,144,570,89,179,22,6,16,94,4,5,39,72,4,2,4,5,21 +clevete01,1960,1,WS1,AL,53,22,0,2,0,0,0,1,0,0,2,11,0,0,4,0,0 +clinety01,1960,1,CLE,AL,7,26,2,8,1,1,0,2,0,0,0,4,0,0,1,0,1 +clintlo01,1960,1,BOS,AL,96,298,37,68,17,5,6,37,4,3,20,66,1,3,5,6,13 +coateji01,1960,1,NYA,AL,35,48,10,12,4,0,0,6,0,0,2,20,0,1,8,0,0 +cokerji01,1960,1,PHI,NL,81,252,18,54,5,3,6,34,0,3,23,45,2,4,5,1,5 +colavro01,1960,1,DET,AL,145,555,67,138,18,1,35,87,3,6,53,80,4,4,1,3,17 +colemgo01,1960,1,CIN,NL,66,251,26,68,10,1,6,32,1,1,12,32,1,2,3,1,2 +colemri01,1960,1,BAL,AL,5,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +conlege01,1960,1,PHI,NL,29,63,3,8,2,0,1,5,0,0,0,14,0,1,2,0,2 +consobi01,1960,1,WS1,AL,100,174,23,36,4,2,3,15,1,1,25,29,1,1,3,0,5 +cookcl01,1960,1,CIN,NL,54,149,9,31,7,0,3,13,0,0,8,51,1,0,3,1,1 +cottich01,1960,1,ML1,NL,95,229,29,52,8,0,3,19,1,0,14,21,3,2,5,4,3 +coughma01,1960,1,BOS,AL,15,19,3,3,0,0,0,0,0,0,5,8,0,0,0,0,0 +courtcl01,1960,1,BAL,AL,83,154,14,35,3,0,1,12,0,1,30,14,3,8,1,3,5 +covinwe01,1960,1,ML1,NL,95,281,25,70,16,1,10,35,1,2,15,37,1,1,0,2,9 +craigro01,1960,1,LAN,NL,21,36,2,2,0,0,0,2,0,0,4,16,0,0,3,0,1 +crandde01,1960,1,ML1,NL,142,537,81,158,14,1,19,77,4,6,34,36,6,4,9,12,15 +crowege01,1960,1,SLN,NL,73,72,5,17,3,0,4,13,0,0,5,16,1,0,0,2,4 +cunnijo01,1960,1,SLN,NL,139,492,68,138,28,3,6,39,1,7,59,59,4,6,3,3,8 +curryto01,1960,1,PHI,NL,95,245,26,64,14,2,6,34,0,2,16,53,2,1,1,1,1 +daleybu01,1960,1,KC1,AL,37,75,10,12,2,0,0,5,0,0,10,12,0,0,6,0,1 +daleype01,1960,1,KC1,AL,73,228,19,60,10,2,5,25,0,0,16,41,1,0,1,0,8 +dalrycl01,1960,1,PHI,NL,82,158,11,43,6,2,4,21,0,0,15,21,4,3,2,2,4 +daniebe02,1960,1,PIT,NL,10,16,1,3,0,0,0,2,0,0,0,7,0,0,0,0,0 +darkal01,1960,1,PHI,NL,55,198,29,48,5,1,3,14,1,1,19,14,2,2,2,0,5 +darkal01,1960,2,ML1,NL,50,141,16,42,6,2,1,18,0,0,7,13,2,1,0,3,3 +davenji01,1960,1,SFN,NL,112,363,43,91,15,3,6,38,0,2,26,58,1,4,9,2,8 +davisbo01,1960,1,KC1,AL,21,4,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +davisto02,1960,1,LAN,NL,110,352,43,97,18,1,11,44,6,2,13,35,2,2,3,4,6 +daviswi02,1960,1,LAN,NL,22,88,12,28,6,1,2,10,3,5,4,12,2,0,2,0,1 +delahmi01,1960,1,CLE,AL,49,160,20,41,6,2,6,23,0,0,9,12,0,1,2,6,7 +delgrbo01,1960,1,PHI,NL,100,300,48,71,16,4,10,26,1,5,54,64,0,1,8,0,4 +delocik01,1960,1,BOS,AL,24,43,3,5,0,0,0,0,0,0,0,15,0,0,6,0,0 +delsiji01,1960,1,KC1,AL,16,40,2,10,3,0,0,5,0,0,3,5,0,0,0,0,0 +demaejo01,1960,1,NYA,AL,49,35,8,8,1,0,0,2,0,0,0,9,0,0,0,0,0 +demetdo01,1960,1,LAN,NL,64,168,23,46,7,1,9,29,0,1,8,34,1,1,1,3,1 +demetst01,1960,1,CLE,AL,4,5,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +dillado01,1960,1,CLE,AL,6,7,0,1,0,0,0,0,0,0,1,3,0,0,0,0,1 +ditmaar01,1960,1,NYA,AL,36,69,2,11,2,0,0,2,0,0,4,14,0,0,3,0,5 +dobbeda01,1960,1,WS1,AL,110,248,32,54,8,2,10,30,4,3,35,41,7,1,3,1,5 +donovdi01,1960,1,CHA,AL,33,23,3,3,1,0,0,2,0,0,1,13,0,1,0,0,0 +dottedu01,1960,1,CIN,NL,33,79,4,18,5,0,2,11,0,1,13,10,0,0,2,0,2 +drabomo01,1960,1,CHN,NL,33,6,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +drakesa01,1960,1,CHN,NL,15,15,5,1,0,0,0,0,0,0,1,4,0,0,0,0,0 +dropowa01,1960,1,BAL,AL,79,179,16,48,8,0,4,21,0,1,20,19,0,1,0,1,9 +drottdi01,1960,1,CHN,NL,23,10,0,1,0,0,0,0,0,0,0,6,0,0,0,0,0 +drysddo01,1960,1,LAN,NL,41,83,3,13,6,2,0,4,0,0,6,32,0,0,9,1,0 +dulibbo01,1960,1,SLN,NL,27,5,1,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +durenry01,1960,1,NYA,AL,42,6,0,0,0,0,0,0,0,0,0,4,0,0,1,0,1 +earlear01,1960,1,BOS,AL,2,1,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +ellswdi01,1960,1,CHN,NL,31,48,3,2,0,0,0,1,0,0,6,30,0,0,6,0,0 +elstodo01,1960,1,CHN,NL,60,24,0,3,0,0,0,0,0,0,0,10,0,0,2,0,0 +espossa01,1960,1,CHA,AL,57,77,14,14,5,0,1,11,0,0,10,20,1,0,0,1,3 +essegch01,1960,1,LAN,NL,52,79,8,17,3,0,3,11,0,0,8,24,1,0,0,1,0 +estrach01,1960,1,BAL,AL,36,64,2,9,1,1,0,5,1,0,5,17,0,0,9,0,1 +facero01,1960,1,PIT,NL,68,17,3,7,1,0,0,0,0,0,0,4,0,0,2,0,0 +fairlro01,1960,1,LAN,NL,14,37,6,4,0,3,1,3,0,0,7,12,0,0,1,0,1 +farretu01,1960,1,PHI,NL,59,15,0,3,1,0,0,2,0,0,1,3,0,0,2,0,1 +fernach01,1960,1,DET,AL,133,435,44,105,13,3,4,35,13,4,39,50,4,1,19,3,16 +ferrado01,1960,1,CHA,AL,5,2,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +fischbi01,1960,1,WS1,AL,20,19,2,3,0,0,1,1,0,0,2,6,0,0,2,0,0 +fischbi01,1960,2,DET,AL,20,11,2,4,1,0,0,1,0,0,3,0,0,0,2,0,0 +fisheed02,1960,1,SFN,NL,3,5,1,3,0,0,0,1,0,0,0,1,0,0,0,0,0 +fisheja01,1960,1,BAL,AL,40,60,7,11,1,0,1,4,1,0,6,25,0,0,4,0,1 +floodcu01,1960,1,SLN,NL,140,396,37,94,20,1,8,38,0,3,35,54,7,4,4,4,12 +foileha01,1960,1,KC1,AL,6,7,1,4,0,0,0,1,0,0,3,2,0,0,0,0,0 +foileha01,1960,2,CLE,AL,24,68,9,19,1,0,1,6,0,0,7,5,0,0,1,0,0 +foileha01,1960,3,DET,AL,26,56,5,14,3,0,0,3,1,0,1,8,1,0,4,0,2 +fordwh01,1960,1,NYA,AL,33,53,4,8,2,0,0,3,0,0,9,14,0,0,4,0,0 +fornimi01,1960,1,BOS,AL,70,15,2,6,0,0,0,1,0,0,0,3,0,0,2,0,0 +foxne01,1960,1,CHA,AL,150,605,85,175,24,10,2,59,2,4,50,13,2,10,14,5,11 +foxte01,1960,1,ML1,NL,5,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +foytapa01,1960,1,DET,AL,29,25,4,7,1,0,0,4,0,0,3,9,0,0,2,0,0 +francea01,1960,1,PIT,NL,7,5,0,0,0,0,0,0,0,0,0,3,0,0,0,0,1 +francti01,1960,1,CLE,AL,147,544,84,159,36,2,17,79,4,1,67,67,7,5,3,5,11 +freemma01,1960,1,CHN,NL,30,20,2,3,0,0,0,1,0,0,1,9,0,0,1,0,0 +freesge02,1960,1,CHA,AL,127,455,60,124,32,6,17,79,10,6,29,65,2,1,8,8,15 +frienbo01,1960,1,PIT,NL,38,88,5,6,1,0,0,3,0,0,6,31,0,0,11,0,3 +funkfr01,1960,1,CLE,AL,9,9,1,1,0,0,0,0,0,0,1,5,0,0,0,0,0 +furilca01,1960,1,LAN,NL,8,10,1,2,0,1,0,1,0,0,0,2,0,0,0,0,0 +gablega02,1960,1,NYA,AL,21,11,0,1,0,0,0,1,0,0,1,3,0,0,1,0,0 +gabrile02,1960,1,ML1,NL,4,3,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +gainejo01,1960,1,CIN,NL,11,15,2,3,0,0,0,1,0,0,0,1,0,0,0,0,0 +garcimi01,1960,1,CHA,AL,15,3,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0 +gardnbi02,1960,1,WS1,AL,145,592,71,152,26,5,9,56,0,4,43,76,0,6,7,1,13 +garvene01,1960,1,KC1,AL,28,27,2,2,1,0,0,0,0,0,3,4,0,0,4,0,0 +geigega01,1960,1,BOS,AL,77,245,32,74,13,3,9,33,2,2,23,38,0,3,2,0,7 +gentiji01,1960,1,BAL,AL,138,384,67,112,17,0,21,98,0,0,68,72,5,7,0,5,8 +gernedi01,1960,1,CHN,NL,52,96,8,24,3,0,0,11,1,0,10,19,0,0,1,0,5 +gernedi01,1960,2,DET,AL,21,50,6,15,4,0,1,5,0,0,4,5,0,0,0,0,1 +gibbojo01,1960,1,PIT,NL,27,19,2,4,0,0,0,0,0,0,2,5,0,0,4,0,0 +gibsobo01,1960,1,SLN,NL,40,28,4,5,1,0,0,1,0,0,0,7,0,0,1,0,0 +gielpa01,1960,1,PIT,NL,16,7,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +giggibo01,1960,1,ML1,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +giggibo01,1960,2,KC1,AL,10,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +giledo01,1960,1,BOS,AL,29,51,6,9,1,1,1,4,0,0,1,13,0,0,2,1,1 +gilliji01,1960,1,LAN,NL,151,557,96,138,20,2,5,40,12,9,96,28,1,3,9,4,6 +ginsbjo01,1960,1,BAL,AL,14,30,3,8,1,0,0,6,0,0,6,1,1,0,1,0,1 +ginsbjo01,1960,2,CHA,AL,28,75,8,19,4,0,0,9,1,0,10,8,0,1,1,1,1 +glennjo03,1960,1,SLN,NL,32,31,4,8,0,1,0,5,0,0,0,9,0,0,0,1,0 +goetzjo01,1960,1,CHN,NL,4,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +goldeji01,1960,1,LAN,NL,1,3,1,1,1,0,0,0,0,0,0,1,0,0,0,0,0 +gomezru01,1960,1,PHI,NL,22,12,0,1,0,0,0,0,0,0,1,3,0,0,1,0,0 +gondeje01,1960,1,NYA,AL,7,7,1,2,0,0,1,3,0,0,1,1,0,0,0,1,0 +gonzato01,1960,1,CIN,NL,39,99,10,21,5,1,3,14,1,0,4,27,0,1,0,1,2 +gonzato01,1960,2,PHI,NL,78,241,27,72,17,5,6,33,2,2,11,47,0,3,0,0,4 +goodmbi01,1960,1,CHA,AL,30,77,5,18,4,0,0,6,0,0,12,8,1,0,0,0,2 +gotayju01,1960,1,SLN,NL,3,8,1,3,0,0,0,0,1,0,0,2,0,0,0,0,0 +grammal01,1960,1,SLN,NL,102,196,20,48,4,1,4,17,0,1,12,15,1,1,3,1,8 +grantmu01,1960,1,CLE,AL,47,57,8,16,2,0,0,6,0,1,1,9,0,0,1,2,1 +graydi01,1960,1,SLN,NL,9,5,1,0,0,0,0,1,0,0,2,2,0,0,0,1,0 +grbael01,1960,1,NYA,AL,27,21,1,5,0,0,1,1,0,0,2,7,0,0,3,0,1 +greenda02,1960,1,PHI,NL,24,34,2,7,1,0,0,2,0,0,1,9,0,0,2,0,0 +greenfr01,1960,1,PIT,NL,45,8,3,3,0,0,2,2,0,0,1,4,0,0,0,0,0 +greenge01,1960,1,BAL,AL,1,4,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +greenle01,1960,1,WS1,AL,127,330,62,97,16,7,5,33,21,8,43,25,4,6,6,2,5 +greenpu01,1960,1,BOS,AL,133,260,36,63,10,3,3,21,3,4,44,47,2,1,1,4,8 +grimbo01,1960,1,CLE,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grimbo01,1960,2,CIN,NL,26,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +grimbo01,1960,3,SLN,NL,15,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +groatdi01,1960,1,PIT,NL,138,573,85,186,26,4,2,50,0,2,39,35,0,4,12,1,7 +grossdo01,1960,1,PIT,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grothjo01,1960,1,DET,AL,25,19,3,7,1,0,0,2,0,1,3,1,0,0,1,0,0 +haased01,1960,1,ML1,NL,32,32,4,7,2,0,1,5,0,0,5,14,0,0,0,0,0 +haddiha01,1960,1,PIT,NL,29,67,7,17,4,0,0,7,0,0,3,15,0,0,0,1,1 +hadleke01,1960,1,NYA,AL,55,64,8,13,2,0,4,11,0,0,6,19,0,0,0,0,1 +halebo01,1960,1,CLE,AL,70,70,2,21,7,0,0,12,0,0,3,6,1,0,0,4,0 +halldi01,1960,1,KC1,AL,32,56,5,6,0,0,0,4,1,0,4,15,0,0,8,0,0 +hamlike01,1960,1,KC1,AL,140,428,51,96,10,2,2,24,1,1,44,48,1,1,8,2,13 +hansero02,1960,1,BAL,AL,153,530,72,135,22,5,22,86,3,3,69,94,5,2,1,2,18 +hardyca01,1960,1,CLE,AL,29,18,7,2,1,0,0,1,0,0,2,2,0,0,0,0,1 +hardyca01,1960,2,BOS,AL,73,145,26,34,5,2,2,15,3,2,17,40,0,0,1,1,7 +harriga01,1960,1,DET,AL,8,5,0,0,0,0,0,0,0,0,2,1,1,0,0,0,0 +harshja01,1960,1,CLE,AL,15,17,0,3,1,0,0,1,0,0,0,4,0,0,2,0,0 +hattogr01,1960,1,CHN,NL,28,38,3,13,0,0,0,7,0,0,2,5,1,1,1,1,2 +hawkiwy01,1960,1,CLE,AL,15,20,1,2,1,0,0,0,0,0,0,11,0,0,1,0,0 +heganji01,1960,1,CHN,NL,24,43,4,9,2,1,1,5,0,0,1,10,0,1,0,0,2 +heistal01,1960,1,CHN,NL,41,102,11,28,5,3,1,6,3,1,10,12,0,0,1,0,2 +heldwo01,1960,1,CLE,AL,109,376,45,97,15,1,21,67,0,1,44,73,5,5,3,2,5 +henrybi01,1960,1,CIN,NL,51,8,0,0,0,0,0,0,0,0,0,5,0,0,0,0,0 +herbera01,1960,1,KC1,AL,37,76,5,13,3,0,0,7,0,0,7,16,0,0,9,0,1 +hernaru01,1960,1,WS1,AL,24,6,0,1,0,0,0,0,0,0,0,1,0,0,1,0,0 +herrepa01,1960,1,PHI,NL,145,512,61,144,26,6,17,71,2,3,51,136,6,5,0,7,17 +herzowh01,1960,1,KC1,AL,83,252,43,67,10,2,8,38,0,1,40,32,2,0,1,2,6 +hicksjo01,1960,1,CHA,AL,36,47,3,9,1,0,0,2,0,1,6,3,0,1,3,1,1 +hillmda01,1960,1,BOS,AL,16,6,0,0,0,0,0,0,0,0,1,3,0,0,1,0,0 +hoakdo01,1960,1,PIT,NL,155,553,97,156,24,9,16,79,3,2,74,74,9,1,4,4,17 +hobbigl01,1960,1,CHN,NL,46,86,6,13,1,0,1,6,0,0,6,31,0,1,1,0,0 +hodgegi01,1960,1,LAN,NL,101,197,22,39,8,1,8,30,0,1,26,37,1,1,4,3,5 +hoeftbi01,1960,1,BAL,AL,19,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hookja01,1960,1,CIN,NL,36,72,3,6,0,0,0,3,0,0,7,24,0,0,6,0,1 +housefr03,1960,1,CIN,NL,23,28,0,5,2,0,0,3,0,0,0,2,0,0,0,0,2 +howarel01,1960,1,NYA,AL,107,323,29,79,11,3,6,39,3,0,28,43,7,0,2,8,8 +howarfr01,1960,1,LAN,NL,117,448,54,120,15,2,23,77,0,1,32,108,1,3,2,2,8 +huntke01,1960,1,NYA,AL,25,22,4,6,2,0,0,1,0,0,4,4,0,1,2,0,0 +hydedi01,1960,1,WS1,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jablora01,1960,1,KC1,AL,21,32,3,7,1,0,0,3,0,0,4,8,0,0,0,1,1 +jacksla01,1960,1,SLN,NL,52,95,10,20,0,1,0,3,0,0,6,21,0,0,5,0,1 +jacksro01,1960,1,BOS,AL,10,31,1,7,2,0,0,0,0,0,1,6,0,0,0,0,2 +jacobja01,1960,1,WS1,AL,6,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2 +jamesch01,1960,1,SLN,NL,43,50,5,9,1,0,2,5,0,0,1,12,0,0,0,0,0 +jamesjo01,1960,1,NYA,AL,28,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +javieju01,1960,1,SLN,NL,119,451,55,107,19,8,4,21,19,4,21,72,1,1,15,0,7 +jayjo01,1960,1,ML1,NL,32,45,2,7,0,0,0,1,0,0,3,23,0,0,3,1,2 +johnsbe01,1960,1,CHN,NL,17,2,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +johnsbo02,1960,1,KC1,AL,76,146,12,30,4,0,1,9,2,0,19,23,1,1,0,0,7 +johnsda01,1960,1,SLN,NL,8,2,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +johnsde01,1960,1,NYA,AL,6,4,0,2,1,0,0,0,0,0,0,0,0,0,0,0,0 +johnske02,1960,1,KC1,AL,42,30,2,5,1,0,0,3,0,0,0,11,0,0,3,0,1 +johnslo01,1960,1,CHN,NL,34,68,6,14,2,1,0,1,3,1,5,19,1,1,1,0,2 +johnsst01,1960,1,CHA,AL,5,6,1,1,0,0,1,1,0,1,0,1,0,0,0,0,0 +jonesgo01,1960,1,BAL,AL,29,5,0,2,0,0,0,1,0,0,0,2,0,0,0,0,0 +jonessa02,1960,1,SFN,NL,39,80,3,16,2,0,0,5,0,0,1,20,0,0,7,1,0 +jonessh02,1960,1,SFN,NL,16,7,1,2,0,0,0,1,0,0,0,2,0,0,0,0,1 +joneswi01,1960,1,CIN,NL,79,149,16,40,7,0,3,27,1,0,31,16,3,0,1,3,2 +kaatji01,1960,1,WS1,AL,13,14,0,2,0,0,0,0,0,0,0,6,0,0,0,0,0 +kalinal01,1960,1,DET,AL,147,551,77,153,29,4,15,68,19,4,65,47,3,3,5,5,18 +kaskoed01,1960,1,CIN,NL,126,479,56,140,21,1,6,51,9,9,46,37,0,6,2,4,9 +kemmeru01,1960,1,WS1,AL,3,4,0,0,0,0,0,0,0,0,2,1,0,0,1,0,0 +kemmeru01,1960,2,CHA,AL,36,29,1,0,0,0,0,1,0,0,2,14,0,0,7,1,2 +keougma01,1960,1,BOS,AL,38,105,15,26,6,1,1,9,2,2,8,8,1,0,1,2,1 +keougma01,1960,2,CLE,AL,65,149,19,37,5,0,3,11,2,3,9,23,0,1,4,1,1 +kielyle01,1960,1,KC1,AL,20,1,0,0,0,0,0,0,0,0,2,1,0,0,0,0,0 +killeha01,1960,1,WS1,AL,124,442,84,122,19,1,31,80,1,0,71,106,3,1,0,3,10 +kindaje01,1960,1,CHN,NL,89,246,17,59,16,2,2,23,4,3,5,52,3,0,3,2,7 +kippfr01,1960,1,NYA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kirklwi01,1960,1,SFN,NL,146,515,59,130,21,10,21,65,12,7,44,86,8,4,2,2,4 +klausbi01,1960,1,BAL,AL,46,43,8,9,2,0,1,6,0,0,9,9,0,0,1,0,1 +klimclo01,1960,1,KC1,AL,10,10,0,3,0,0,0,0,0,0,0,0,0,0,0,0,0 +klinero01,1960,1,SLN,NL,34,35,1,5,0,0,0,1,0,0,0,13,0,0,1,0,1 +klippjo01,1960,1,CLE,AL,49,14,1,2,0,0,0,0,0,0,1,5,0,0,2,0,0 +kluszte01,1960,1,CHA,AL,81,181,20,53,9,0,5,39,0,1,22,10,5,0,0,3,3 +kolbga01,1960,1,SLN,NL,9,3,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +koppejo01,1960,1,PHI,NL,58,170,13,29,6,1,1,13,3,2,23,47,3,1,0,1,2 +koufasa01,1960,1,LAN,NL,37,57,1,7,0,0,0,1,0,0,3,28,0,0,4,0,1 +kralija01,1960,1,WS1,AL,35,41,2,5,0,0,0,2,0,0,5,9,0,0,3,0,0 +kravida01,1960,1,PIT,NL,8,6,0,0,0,0,0,0,0,0,1,2,0,0,0,0,0 +kravida01,1960,2,KC1,AL,59,175,17,41,7,2,4,14,0,0,11,19,1,0,0,0,6 +krsnimi01,1960,1,ML1,NL,4,9,0,3,1,0,0,2,0,0,0,0,0,0,0,0,1 +kubekto01,1960,1,NYA,AL,147,568,77,155,25,3,14,62,3,0,31,42,5,3,12,4,13 +kucksjo01,1960,1,KC1,AL,31,30,4,4,0,0,0,1,0,0,1,9,0,0,3,0,0 +kuennha01,1960,1,CLE,AL,126,474,65,146,24,0,9,54,3,0,55,25,6,1,4,3,10 +kutynma01,1960,1,KC1,AL,51,5,0,1,0,0,0,1,0,0,0,0,0,0,1,0,0 +labincl01,1960,1,LAN,NL,13,2,1,1,1,0,0,0,0,0,0,1,0,0,0,0,0 +labincl01,1960,2,DET,AL,14,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +labincl01,1960,3,PIT,NL,15,4,0,0,0,0,0,1,0,0,0,2,0,0,2,0,0 +landiji01,1960,1,CHA,AL,148,494,89,125,25,6,10,49,23,6,80,84,4,9,7,4,7 +landrdo01,1960,1,SLN,NL,13,49,7,12,0,1,2,3,3,0,4,6,0,1,1,0,0 +landrho01,1960,1,SFN,NL,71,190,18,46,10,0,1,20,1,1,23,11,2,0,3,2,5 +larkeno01,1960,1,LAN,NL,133,440,56,142,26,3,5,78,1,0,36,24,2,1,7,9,9 +larsedo01,1960,1,KC1,AL,23,29,3,6,1,0,0,3,0,0,0,11,0,0,0,0,2 +laryfr01,1960,1,DET,AL,39,93,11,17,4,1,2,13,0,0,7,32,0,0,8,0,1 +latmaba01,1960,1,CLE,AL,31,41,2,9,1,0,0,4,0,0,2,12,0,0,7,0,0 +lauch01,1960,1,ML1,NL,21,53,4,10,2,0,0,2,0,0,6,10,1,0,2,0,0 +lawrebr01,1960,1,CIN,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lawve01,1960,1,PIT,NL,35,94,10,17,5,2,1,7,0,0,2,19,0,0,7,1,1 +leedo01,1960,1,WS1,AL,44,43,3,5,1,0,1,3,0,0,4,18,0,0,1,0,0 +leemi01,1960,1,CLE,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lemonji01,1960,1,WS1,AL,148,528,81,142,10,1,38,100,2,0,67,114,8,7,0,9,9 +lepcite01,1960,1,PHI,NL,69,141,16,32,7,0,2,8,0,3,17,41,1,2,1,2,4 +lillibo01,1960,1,LAN,NL,48,60,6,16,4,0,0,6,2,0,2,6,1,0,2,0,2 +lindbem01,1960,1,DET,AL,2,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +lockebo01,1960,1,CLE,AL,35,38,7,9,1,0,0,4,0,0,6,7,0,0,3,0,0 +lockmwh01,1960,1,CIN,NL,21,10,6,2,0,0,1,1,0,0,2,3,0,1,0,0,1 +loesbi01,1960,1,SFN,NL,37,4,1,1,0,0,0,0,0,0,0,0,0,0,1,0,0 +loganjo01,1960,1,ML1,NL,136,482,52,118,14,4,7,42,1,1,43,40,6,2,9,1,10 +lollash01,1960,1,CHA,AL,129,421,43,106,23,0,7,46,2,0,42,39,3,8,5,8,22 +longda02,1960,1,SFN,NL,37,54,4,9,0,0,3,6,0,0,7,7,1,0,0,0,3 +longda02,1960,2,NYA,AL,26,41,6,15,3,1,3,10,0,0,5,6,1,0,0,0,2 +lopatst01,1960,1,ML1,NL,7,8,0,1,0,0,0,0,0,0,1,3,0,0,0,0,0 +lopezhe01,1960,1,NYA,AL,131,408,66,116,14,6,9,42,1,1,46,64,0,4,9,2,7 +lowntu01,1960,1,CHA,AL,45,5,0,1,1,0,0,0,0,0,1,0,0,0,2,0,0 +lumpeje01,1960,1,KC1,AL,146,574,69,156,19,3,8,53,1,1,48,49,1,0,4,4,14 +lynchje01,1960,1,CIN,NL,102,159,23,46,8,2,6,27,0,0,16,25,3,1,1,1,2 +maasdu01,1960,1,NYA,AL,35,6,0,0,0,0,0,0,0,0,0,2,0,0,0,0,1 +mabebo01,1960,1,BAL,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mackeke01,1960,1,ML1,NL,9,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +maesthe01,1960,1,WS1,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mahafar01,1960,1,PHI,NL,14,30,1,3,0,0,0,1,0,0,0,8,0,0,5,0,1 +malkmbo01,1960,1,PHI,NL,79,133,16,28,4,1,1,12,2,2,11,28,0,0,1,2,2 +malonji01,1960,1,CIN,NL,11,18,0,2,1,0,0,0,0,0,1,5,0,0,1,0,1 +malzofr01,1960,1,BOS,AL,152,595,60,161,30,2,14,79,2,3,36,42,4,4,4,8,20 +mantife01,1960,1,ML1,NL,63,148,21,38,7,0,3,11,3,1,7,16,1,1,1,2,1 +mantlmi01,1960,1,NYA,AL,153,527,119,145,17,6,40,94,14,3,111,125,6,1,0,5,11 +marange01,1960,1,SFN,NL,17,12,0,2,0,0,0,0,0,0,0,6,0,0,0,0,0 +maricju01,1960,1,SFN,NL,11,31,3,4,0,0,0,1,0,1,3,7,0,1,1,0,1 +marisro01,1960,1,NYA,AL,136,499,98,141,18,7,39,112,2,2,70,65,4,3,1,5,6 +marshji01,1960,1,SFN,NL,75,118,19,28,2,2,2,13,0,1,17,24,1,0,0,1,4 +martibi02,1960,1,CIN,NL,103,317,34,78,17,1,3,16,0,1,27,34,5,0,2,1,11 +martijc01,1960,1,CHA,AL,7,20,0,2,1,0,0,2,0,0,0,6,0,0,0,0,1 +masonha01,1960,1,PHI,NL,3,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +matheed01,1960,1,ML1,NL,153,548,108,152,19,7,39,124,7,3,111,113,3,2,4,6,8 +mathene01,1960,1,CHN,NL,3,8,1,2,0,0,0,0,0,0,0,2,0,0,0,0,0 +mathica01,1960,1,CLE,AL,7,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +maxwech01,1960,1,DET,AL,134,482,70,114,16,5,24,81,5,0,58,75,6,6,1,2,4 +mayele01,1960,1,ML1,NL,41,83,14,25,6,0,0,2,5,0,7,21,2,1,0,1,1 +mayswi01,1960,1,SFN,NL,153,595,107,190,29,12,29,103,25,10,61,70,11,4,0,9,15 +mazerbi01,1960,1,PIT,NL,151,538,58,147,21,5,11,64,4,0,40,50,15,1,4,8,9 +mcanaji01,1960,1,CHA,AL,3,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +mcauldi01,1960,1,DET,AL,8,27,2,7,0,1,0,1,0,0,2,6,0,0,0,0,1 +mcbrike01,1960,1,CHA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mccarti01,1960,1,SLN,NL,10,10,3,2,0,0,0,0,0,0,0,2,0,0,0,0,1 +mccormi03,1960,1,SFN,NL,40,88,4,16,4,0,0,3,0,0,2,35,0,0,5,0,1 +mccovwi01,1960,1,SFN,NL,101,260,37,62,15,3,13,51,1,1,45,53,4,0,0,2,3 +mcdanli01,1960,1,SLN,NL,65,26,0,6,1,0,0,0,0,0,1,7,0,0,0,0,1 +mcdevda01,1960,1,LAN,NL,24,10,2,2,0,0,0,0,0,0,1,6,0,0,2,0,0 +mcdougi01,1960,1,NYA,AL,119,337,54,87,16,4,8,34,2,4,38,45,0,3,7,2,4 +mckniji01,1960,1,CHN,NL,3,6,0,2,0,0,0,1,0,0,0,1,0,0,0,0,0 +mclisca01,1960,1,CIN,NL,37,41,1,2,0,0,0,1,0,0,1,14,0,0,1,1,1 +mcmahdo02,1960,1,ML1,NL,48,11,0,0,0,0,0,1,0,0,0,5,0,0,0,0,0 +mcmanji01,1960,1,KC1,AL,5,13,3,4,0,0,1,2,0,0,1,2,0,0,0,0,1 +mcmilro01,1960,1,CIN,NL,124,399,42,94,12,2,10,42,2,0,35,40,5,4,6,4,10 +mejiaro01,1960,1,PIT,NL,3,1,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +meyerja01,1960,1,PHI,NL,7,8,1,1,0,0,0,0,0,0,1,4,0,0,1,0,0 +millebo04,1960,1,SLN,NL,17,14,1,2,0,0,0,1,0,0,0,6,0,0,1,0,0 +millest01,1960,1,SFN,NL,47,25,1,5,0,0,0,0,0,0,2,8,0,0,3,0,0 +minchdo01,1960,1,WS1,AL,27,79,10,19,4,1,2,5,0,1,11,11,0,0,1,1,5 +minosmi01,1960,1,CHA,AL,154,591,89,184,32,4,20,105,17,13,52,63,2,13,5,9,16 +mizelvi01,1960,1,SLN,NL,9,18,1,2,1,0,0,2,0,0,1,10,0,0,1,0,0 +mizelvi01,1960,2,PIT,NL,23,51,2,7,0,0,0,3,0,0,2,14,0,2,4,0,2 +monbobi01,1960,1,BOS,AL,38,65,9,6,0,0,0,1,0,0,7,28,0,0,8,0,0 +monzara01,1960,1,SFN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +moonwa01,1960,1,LAN,NL,138,469,74,140,21,6,13,69,6,10,67,53,4,1,4,6,21 +moorera02,1960,1,CHA,AL,14,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +moorera02,1960,2,WS1,AL,37,14,0,1,0,0,0,0,0,0,0,4,0,0,0,0,0 +morehse01,1960,1,CHN,NL,45,29,1,4,1,0,0,2,0,0,1,13,0,0,1,0,0 +morgajo01,1960,1,PHI,NL,26,83,5,11,2,2,0,2,0,0,6,11,1,0,0,0,3 +morgajo01,1960,2,CLE,AL,22,47,6,14,2,0,2,4,0,0,6,4,0,0,1,0,1 +morgato01,1960,1,DET,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +morgato01,1960,2,WS1,AL,14,5,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +morynwa01,1960,1,CHN,NL,38,109,12,32,4,0,2,11,2,1,13,19,0,0,0,1,2 +morynwa01,1960,2,SLN,NL,75,200,24,49,4,3,11,35,0,0,17,38,4,0,0,4,6 +mossido01,1960,1,DET,AL,23,43,0,5,0,0,0,2,0,0,7,12,0,1,3,0,1 +muffebi01,1960,1,BOS,AL,23,41,5,11,1,0,0,3,0,0,3,15,0,0,1,0,1 +murphda04,1960,1,CHN,NL,31,75,7,9,2,0,1,6,0,0,4,13,0,1,1,0,2 +musiast01,1960,1,SLN,NL,116,331,49,91,17,1,17,63,1,1,41,34,7,2,0,4,5 +naragha01,1960,1,WS1,AL,33,92,7,19,2,0,0,5,0,0,8,4,2,1,1,1,2 +nealch01,1960,1,LAN,NL,139,477,60,122,23,2,8,40,5,5,48,75,2,1,14,7,18 +neemaca01,1960,1,CHN,NL,9,13,0,2,1,0,0,0,0,0,0,5,0,0,0,0,0 +neemaca01,1960,2,PHI,NL,59,160,13,29,6,2,4,13,0,0,16,42,2,2,2,0,5 +neigeal01,1960,1,PHI,NL,6,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +nelsome01,1960,1,SLN,NL,2,2,0,1,0,0,0,1,0,0,0,1,0,0,0,0,0 +nelsoro01,1960,1,PIT,NL,93,200,34,60,11,1,7,35,1,2,24,15,5,5,1,4,2 +newcodo01,1960,1,CIN,NL,24,36,0,5,1,0,0,1,0,0,3,8,0,0,2,0,0 +newcodo01,1960,2,CLE,AL,24,20,1,6,1,0,0,1,0,0,1,7,0,0,0,0,0 +nichoch02,1960,1,BOS,AL,6,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +nichoda01,1960,1,BAL,AL,54,113,17,21,1,1,5,11,0,2,20,55,0,0,0,0,2 +niemabo01,1960,1,SLN,NL,81,188,19,54,13,5,4,31,0,1,24,31,1,2,0,1,5 +nixonru01,1960,1,CLE,AL,25,82,6,20,5,0,1,6,0,1,6,6,2,2,1,1,3 +nixonru01,1960,2,BOS,AL,80,272,24,81,17,3,5,33,0,1,13,23,3,0,4,1,10 +norenir01,1960,1,CHN,NL,12,11,0,1,0,0,0,1,0,0,3,4,0,0,0,0,0 +norenir01,1960,2,LAN,NL,26,25,1,5,0,0,1,1,0,0,1,8,0,0,0,0,1 +nottedo01,1960,1,ML1,NL,5,5,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +nuxhajo01,1960,1,CIN,NL,39,26,3,2,1,0,0,1,0,0,1,6,0,0,0,1,0 +odellbi01,1960,1,SFN,NL,49,56,8,6,0,0,0,0,1,1,11,19,0,0,3,0,0 +oldisbo01,1960,1,PIT,NL,22,20,1,4,1,0,0,1,0,0,1,2,0,0,0,0,0 +olivaed01,1960,1,SLN,NL,3,5,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +olivodi01,1960,1,PIT,NL,4,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ortegph01,1960,1,LAN,NL,3,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +osteecl01,1960,1,CIN,NL,26,12,1,1,0,0,0,0,0,0,0,7,0,0,0,0,0 +otoolji01,1960,1,CIN,NL,34,66,3,7,0,0,0,2,0,0,2,30,0,0,7,0,1 +owensji01,1960,1,PHI,NL,31,44,0,3,0,0,0,1,0,0,2,17,0,0,3,0,2 +paganjo01,1960,1,SFN,NL,18,49,8,14,2,2,0,2,2,2,1,6,0,0,0,0,2 +pagliji01,1960,1,BOS,AL,28,62,7,19,5,2,2,9,0,0,13,11,0,1,1,0,0 +palmqed01,1960,1,LAN,NL,22,7,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +pappami01,1960,1,BAL,AL,30,70,4,3,0,0,1,3,0,0,4,34,0,0,5,0,0 +pascuca02,1960,1,WS1,AL,27,51,6,9,3,1,1,8,0,0,5,10,0,0,4,0,2 +pearsal02,1960,1,BAL,AL,48,82,17,20,2,0,1,6,4,0,17,3,0,0,1,1,3 +penaor01,1960,1,CIN,NL,4,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +perryji01,1960,1,CLE,AL,42,91,7,22,2,0,0,5,0,1,1,14,0,0,5,1,0 +peterga01,1960,1,CHA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +phillbu02,1960,1,CLE,AL,113,304,34,63,14,1,4,33,1,0,14,37,3,4,5,3,6 +phillda01,1960,1,PHI,NL,14,15,2,5,2,0,0,4,0,0,3,2,1,0,0,0,1 +phillda01,1960,2,SFN,NL,39,61,5,10,0,0,1,7,0,0,6,14,0,0,0,0,2 +phillda01,1960,3,BAL,AL,14,34,6,9,2,1,1,5,1,0,4,5,0,0,0,0,0 +phillta01,1960,1,PHI,NL,10,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pichero01,1960,1,ML1,NL,37,7,0,0,0,0,0,0,0,0,2,5,0,0,0,0,0 +piercbi02,1960,1,CHA,AL,32,67,4,12,1,0,0,7,0,0,6,14,0,0,3,0,2 +piersji01,1960,1,CLE,AL,138,486,70,137,12,4,18,66,18,5,24,38,3,0,8,4,17 +pignajo01,1960,1,LAN,NL,58,90,11,21,4,0,2,9,1,1,15,17,2,0,1,0,0 +pilaral01,1960,1,BAL,AL,104,194,30,48,5,1,4,17,0,2,15,16,2,4,3,1,4 +pinsova01,1960,1,CIN,NL,154,652,107,187,37,12,20,61,32,12,47,96,3,5,1,1,11 +pisonji01,1960,1,NYA,AL,20,9,1,1,0,0,0,1,0,0,1,2,0,0,0,0,0 +pizarju01,1960,1,ML1,NL,23,40,4,11,1,1,0,2,0,0,0,11,0,0,1,0,0 +podrejo01,1960,1,LAN,NL,34,66,3,9,0,0,0,3,0,0,5,15,0,1,10,1,0 +portoar01,1960,1,BAL,AL,13,11,0,0,0,0,0,0,0,0,0,6,0,0,0,0,0 +posadle01,1960,1,KC1,AL,10,36,8,13,0,2,1,2,1,0,3,7,0,0,1,0,1 +postwa01,1960,1,PHI,NL,34,84,11,24,6,1,2,12,0,0,9,24,1,0,0,1,1 +postwa01,1960,2,CIN,NL,77,249,36,70,14,0,17,38,0,2,28,51,3,0,0,3,11 +powerjo01,1960,1,BAL,AL,10,18,3,2,0,0,0,0,0,0,3,1,0,0,0,0,0 +powerjo01,1960,2,CLE,AL,8,12,2,2,1,1,0,0,0,0,2,2,0,0,0,0,1 +powervi01,1960,1,CLE,AL,147,580,69,167,26,3,10,84,9,5,24,20,5,0,14,7,12 +purkebo01,1960,1,CIN,NL,41,83,6,11,0,0,0,5,0,0,7,44,0,0,6,0,1 +rakowed01,1960,1,LAN,NL,9,6,0,2,0,0,0,0,0,0,0,1,0,0,0,0,0 +ramospe01,1960,1,WS1,AL,53,86,6,10,3,0,2,4,0,0,1,36,0,0,7,0,0 +reedho01,1960,1,KC1,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reganph01,1960,1,DET,AL,17,17,0,1,0,0,0,1,0,0,2,7,0,0,1,0,0 +repulri01,1960,1,LAN,NL,4,5,0,1,0,0,0,0,0,0,0,1,0,0,0,0,1 +repulri01,1960,2,BOS,AL,73,136,14,33,6,1,3,20,0,0,10,25,0,0,1,3,6 +ricede01,1960,1,CHN,NL,18,52,2,12,3,0,0,4,0,0,2,7,1,0,0,1,3 +ricede01,1960,2,SLN,NL,1,2,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1 +ricede01,1960,3,BAL,AL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +richabo01,1960,1,NYA,AL,150,460,45,116,12,3,1,26,6,6,35,19,6,0,9,3,7 +richadu01,1960,1,CIN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +riverji01,1960,1,CHA,AL,48,17,17,5,0,0,1,1,4,0,3,3,0,0,0,0,0 +roachme01,1960,1,ML1,NL,48,140,12,42,12,0,3,18,0,0,6,19,1,1,3,2,10 +roberro01,1960,1,PHI,NL,35,79,6,12,1,0,0,4,1,1,6,26,0,0,4,0,0 +robinbr01,1960,1,BAL,AL,152,595,74,175,27,9,14,88,2,2,35,49,0,0,13,8,29 +robinfl01,1960,1,CHA,AL,22,46,7,13,0,0,0,1,2,3,11,8,0,1,1,0,0 +robinfr02,1960,1,CIN,NL,139,464,86,138,33,6,31,83,13,6,82,67,6,9,0,7,18 +robinhu01,1960,1,PHI,NL,33,6,0,1,0,0,0,0,0,0,0,5,0,0,0,0,0 +rodgean01,1960,1,SFN,NL,81,217,22,53,8,5,2,22,1,1,24,44,4,3,0,2,7 +roebued01,1960,1,LAN,NL,58,24,3,4,1,0,0,1,0,0,1,8,0,0,4,0,1 +romanjo01,1960,1,CLE,AL,108,316,40,86,12,2,16,52,0,0,37,50,4,3,0,5,7 +rosebjo01,1960,1,LAN,NL,103,287,22,61,15,3,8,42,7,6,44,53,6,4,3,2,1 +runnepe01,1960,1,BOS,AL,143,528,80,169,29,2,2,35,5,2,71,51,2,2,9,3,16 +rushbo01,1960,1,ML1,NL,10,3,1,1,0,0,0,0,0,0,1,1,0,0,0,0,0 +rushbo01,1960,2,CHA,AL,9,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +sadecra01,1960,1,SLN,NL,29,57,5,12,0,0,0,2,0,0,1,6,0,0,2,0,0 +sadowbo01,1960,1,SLN,NL,1,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +sadowed01,1960,1,BOS,AL,38,93,10,20,2,0,3,8,0,0,8,13,2,1,0,0,5 +sadowte01,1960,1,WS1,AL,9,3,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +sanchra01,1960,1,CIN,NL,8,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +sanfoja02,1960,1,SFN,NL,37,74,8,13,1,0,0,5,0,0,5,26,0,0,5,0,0 +santoro01,1960,1,CHN,NL,95,347,44,87,24,2,9,44,0,3,31,44,5,0,2,2,9 +sawatca01,1960,1,SLN,NL,78,179,16,41,4,0,6,27,0,0,22,24,2,0,0,2,6 +schafjo01,1960,1,CHN,NL,33,7,0,2,0,0,0,1,0,0,0,2,0,0,1,0,0 +schaijo01,1960,1,WS1,AL,6,12,1,3,1,0,0,0,0,0,0,3,0,0,0,0,1 +schmibo02,1960,1,SFN,NL,110,344,31,92,12,1,8,37,0,3,26,51,4,0,3,2,8 +schoere01,1960,1,ML1,NL,68,226,21,58,9,1,1,19,1,0,17,13,4,1,2,0,3 +schofdi01,1960,1,PIT,NL,65,102,9,34,4,1,0,10,0,1,16,20,4,1,2,0,1 +schroal01,1960,1,CHN,NL,2,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +schular01,1960,1,CHN,NL,12,15,1,2,1,0,0,1,0,0,1,3,1,0,0,0,0 +scorehe01,1960,1,CHA,AL,23,30,2,3,0,1,0,1,0,0,3,16,0,0,2,0,2 +semprra01,1960,1,DET,AL,17,4,0,0,0,0,0,0,0,0,1,3,0,0,1,0,0 +shannwa02,1960,1,SLN,NL,18,23,2,4,0,0,0,1,0,0,3,6,1,1,0,0,0 +shantbi01,1960,1,NYA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shantbo01,1960,1,NYA,AL,43,10,1,1,0,0,0,0,0,0,1,2,0,0,2,0,0 +shawbo01,1960,1,CHA,AL,36,58,4,8,1,0,0,2,0,0,6,12,0,0,7,1,0 +sherrla01,1960,1,LAN,NL,57,37,1,6,0,1,1,2,0,0,1,7,0,0,3,0,2 +sherrno01,1960,1,LAN,NL,47,138,22,39,4,1,8,19,0,0,12,29,3,3,1,0,2 +shetrba01,1960,1,BAL,AL,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shipljo01,1960,1,SFN,NL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shortbi01,1960,1,NYA,AL,10,15,2,3,1,0,0,3,0,0,1,3,0,0,0,0,0 +shortch02,1960,1,PHI,NL,42,25,0,0,0,0,0,0,0,0,0,13,0,0,0,0,0 +siebeno01,1960,1,KC1,AL,144,520,69,145,31,6,19,69,0,0,72,68,6,2,4,4,9 +sievero01,1960,1,CHA,AL,127,444,87,131,22,0,28,93,1,1,74,69,8,3,0,4,13 +simmocu01,1960,1,PHI,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +simmocu01,1960,2,SLN,NL,29,47,8,10,1,0,0,1,0,0,4,9,0,0,2,0,1 +sisleda01,1960,1,DET,AL,41,16,0,2,0,0,0,0,0,0,2,5,0,0,1,0,0 +skinnbo01,1960,1,PIT,NL,145,571,83,156,33,6,15,86,11,8,59,86,11,1,5,4,13 +skowrbi01,1960,1,NYA,AL,146,538,63,166,34,3,26,91,2,3,38,95,2,2,0,6,17 +smithal04,1960,1,CHA,AL,142,536,80,169,31,3,12,72,8,3,50,65,3,3,2,4,18 +smithbo04,1960,1,PHI,NL,98,217,24,62,5,2,4,27,2,3,10,28,1,0,3,0,6 +smithch04,1960,1,LAN,NL,18,60,2,10,1,1,0,5,0,0,1,15,0,0,2,3,0 +smithha08,1960,1,PIT,NL,77,258,37,76,18,2,11,45,1,1,22,48,0,2,1,3,6 +smithha09,1960,1,SLN,NL,127,337,20,77,16,0,2,28,1,0,29,33,13,1,1,1,12 +snidedu01,1960,1,LAN,NL,101,235,38,57,13,5,14,36,1,0,46,54,8,1,1,2,7 +snyderu01,1960,1,KC1,AL,125,304,45,79,10,5,4,26,7,3,20,28,1,1,2,2,4 +spahnwa01,1960,1,ML1,NL,40,95,10,14,2,0,3,7,0,0,5,26,0,0,2,2,3 +spangal01,1960,1,ML1,NL,101,105,26,28,5,2,0,6,6,2,14,17,1,1,1,1,1 +spencda01,1960,1,SLN,NL,148,507,70,131,20,3,16,58,1,1,81,74,7,5,1,2,15 +spencge01,1960,1,DET,AL,5,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +staffbi01,1960,1,NYA,AL,12,22,0,1,0,0,0,1,0,0,0,8,0,0,0,0,0 +stalege01,1960,1,CHA,AL,64,17,0,4,0,0,0,3,0,0,2,5,0,1,1,1,1 +stalltr01,1960,1,BOS,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stephge01,1960,1,BOS,AL,35,109,9,25,4,0,2,11,5,1,14,22,0,0,0,2,0 +stephge01,1960,2,BAL,AL,84,193,38,46,11,0,5,11,4,2,25,25,0,1,1,1,0 +steverc01,1960,1,PIT,NL,9,3,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +stigmdi01,1960,1,CLE,AL,41,36,3,8,1,0,0,3,0,0,3,12,0,1,1,0,0 +stobbch01,1960,1,WS1,AL,40,34,0,3,0,0,0,3,0,0,3,11,0,0,1,0,0 +stockwe01,1960,1,BAL,AL,17,6,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +stoweha01,1960,1,NYA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stricge01,1960,1,CLE,AL,32,42,4,7,0,0,1,3,0,0,4,8,1,1,0,0,1 +strikja01,1960,1,CHA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stuardi01,1960,1,PIT,NL,122,438,48,114,17,5,23,83,0,0,39,107,5,0,1,5,15 +sturdto01,1960,1,BOS,AL,40,22,1,4,0,0,0,1,0,0,0,5,0,0,1,1,1 +sullifr01,1960,1,BOS,AL,40,40,3,5,0,0,0,2,0,0,4,11,0,0,4,0,1 +sulliha02,1960,1,BOS,AL,52,124,9,20,1,0,3,10,0,0,16,24,2,0,0,1,3 +tannech01,1960,1,CLE,AL,21,25,2,7,1,0,0,4,1,0,4,6,0,0,0,1,1 +tappeel01,1960,1,CHN,NL,51,103,11,24,7,0,0,3,0,1,11,12,1,1,6,0,2 +tasbywi01,1960,1,BAL,AL,39,85,9,18,2,1,0,3,1,0,9,12,1,1,1,0,2 +tasbywi01,1960,2,BOS,AL,105,385,68,108,17,1,7,37,3,1,51,54,0,5,7,1,9 +taylosa02,1960,1,CHN,NL,74,150,14,31,9,0,3,17,0,1,6,18,0,1,1,1,5 +tayloto02,1960,1,CHN,NL,19,76,14,20,3,3,1,9,2,0,8,12,0,1,3,1,1 +tayloto02,1960,2,PHI,NL,127,505,66,145,22,4,4,35,24,11,33,86,2,2,6,5,10 +templjo01,1960,1,CLE,AL,98,381,50,102,13,1,2,19,11,5,32,20,0,1,11,0,8 +terryra01,1960,1,NYA,AL,35,49,1,6,1,0,0,1,0,0,1,18,0,0,7,0,2 +terwiwa01,1960,1,KC1,AL,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thackmo01,1960,1,CHN,NL,54,90,5,14,1,0,0,6,1,1,14,20,5,0,0,0,3 +thomaca01,1960,1,CLE,AL,5,3,1,1,0,0,0,0,0,0,1,1,0,0,1,0,0 +thomafr03,1960,1,CHN,NL,135,479,54,114,12,1,21,64,1,0,28,74,4,0,1,1,12 +thomava01,1960,1,BAL,AL,8,16,0,1,0,0,0,0,0,1,1,0,0,0,1,0,2 +thomsbo01,1960,1,BOS,AL,40,114,12,30,3,1,5,20,0,1,11,15,0,0,0,2,4 +thomsbo01,1960,2,BAL,AL,3,6,0,0,0,0,0,0,0,0,0,3,0,0,0,0,1 +thronfa01,1960,1,WS1,AL,85,157,18,39,7,1,1,23,1,1,18,33,3,1,2,2,3 +thronma01,1960,1,KC1,AL,104,236,29,59,9,2,11,41,0,0,23,60,1,0,0,1,7 +tiefebo01,1960,1,CLE,AL,6,1,2,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +torgeea01,1960,1,CHA,AL,68,57,12,15,2,0,2,9,1,0,21,8,2,0,0,0,0 +torrefr01,1960,1,ML1,NL,21,44,2,9,1,0,0,5,0,0,3,2,1,0,1,2,1 +torrejo01,1960,1,ML1,NL,2,2,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +triangu01,1960,1,BAL,AL,109,364,36,98,18,0,12,54,0,0,41,62,5,1,5,2,11 +trowbbo01,1960,1,KC1,AL,22,18,0,1,1,0,0,0,0,0,0,6,0,0,0,0,0 +tsitojo01,1960,1,KC1,AL,14,6,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +turlebo01,1960,1,NYA,AL,34,55,4,4,1,0,0,1,0,0,2,18,0,0,2,0,0 +tuttlbi01,1960,1,KC1,AL,151,559,75,143,21,3,8,40,1,5,66,52,2,2,7,1,19 +umbriji01,1960,1,PIT,NL,17,6,1,2,0,0,0,0,0,0,0,0,0,0,0,0,0 +valdijo01,1960,1,WS1,AL,117,268,23,57,1,1,2,19,1,2,20,36,0,4,9,2,7 +valoel01,1960,1,NYA,AL,8,5,1,0,0,0,0,0,0,0,2,1,0,0,0,0,0 +valoel01,1960,2,WS1,AL,76,64,6,18,3,0,0,16,0,0,17,4,0,1,0,3,2 +vealco01,1960,1,DET,AL,27,64,8,19,5,1,0,8,0,0,11,7,0,0,3,0,3 +vernomi01,1960,1,PIT,NL,9,8,0,1,0,0,0,1,0,0,1,0,1,0,0,0,0 +versazo01,1960,1,WS1,AL,15,45,2,6,2,2,0,4,0,0,2,5,0,0,0,0,0 +virdobi01,1960,1,PIT,NL,120,409,60,108,16,9,8,40,8,2,40,44,2,0,0,5,4 +virgioz01,1960,1,DET,AL,62,132,16,30,4,2,3,13,1,1,4,14,1,0,3,1,2 +wagnele01,1960,1,SLN,NL,39,98,12,21,2,0,4,11,0,1,17,17,3,1,0,1,1 +walkeje01,1960,1,BAL,AL,35,38,6,14,2,0,0,3,0,0,2,6,0,0,1,0,0 +wallsle01,1960,1,CIN,NL,29,84,12,23,3,2,1,7,2,0,17,20,1,0,1,1,4 +wallsle01,1960,2,PHI,NL,65,181,19,36,6,1,3,19,3,2,14,32,1,0,1,3,4 +walteke01,1960,1,PHI,NL,124,426,42,102,10,0,8,37,4,3,16,50,3,1,4,4,11 +webstra01,1960,1,BOS,AL,7,3,1,0,0,0,0,1,0,0,1,0,0,0,0,1,0 +wertzvi01,1960,1,BOS,AL,131,443,45,125,22,0,19,103,0,2,37,54,4,1,1,5,13 +whisepe01,1960,1,CIN,NL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +whisepe01,1960,2,CLE,AL,7,6,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +whisepe01,1960,3,WS1,AL,58,115,19,26,9,0,3,9,2,1,19,14,0,0,0,0,3 +whitebi03,1960,1,SLN,NL,144,554,81,157,27,10,16,79,12,6,42,83,1,2,5,3,9 +wickeda01,1960,1,KC1,AL,5,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wieante01,1960,1,CIN,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wilheho01,1960,1,BAL,AL,41,42,1,3,0,0,0,4,0,0,2,14,0,0,3,1,1 +willbo01,1960,1,CHN,NL,138,475,58,121,20,9,6,53,1,5,47,54,3,1,8,3,10 +willeca01,1960,1,ML1,NL,28,48,4,7,1,1,1,2,0,0,2,28,0,0,5,0,1 +willibi01,1960,1,CHN,NL,12,47,4,13,0,2,2,7,0,0,5,12,0,0,0,0,1 +willidi02,1960,1,KC1,AL,127,420,47,121,31,0,12,65,0,0,39,68,3,1,1,5,16 +willist02,1960,1,LAN,NL,38,64,7,9,1,0,2,7,0,0,3,35,0,0,7,0,1 +willite01,1960,1,BOS,AL,113,310,56,98,15,0,29,72,1,1,75,41,7,3,0,2,7 +willsma01,1960,1,LAN,NL,148,516,75,152,15,2,0,27,50,12,35,47,8,3,3,2,11 +willste01,1960,1,BOS,AL,16,8,3,2,1,0,0,1,0,0,1,2,0,0,0,0,0 +wilsoea01,1960,1,BOS,AL,15,23,3,4,1,0,0,2,0,0,1,7,0,0,0,0,0 +wilsone01,1960,1,SFN,NL,6,10,0,0,0,0,0,0,0,0,1,2,1,0,0,0,1 +wilsore01,1960,1,DET,AL,45,134,17,29,4,0,1,14,3,0,16,14,1,0,0,1,1 +wilsore01,1960,2,CLE,AL,32,88,5,19,3,0,1,10,0,0,6,7,1,1,1,2,3 +winebo01,1960,1,PHI,NL,4,14,1,2,0,0,0,0,0,0,0,2,0,0,0,0,0 +wiseca01,1960,1,DET,AL,30,68,6,10,0,2,2,5,1,0,4,9,0,0,0,0,3 +wittge01,1960,1,PIT,NL,10,9,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +woodeha01,1960,1,WS1,AL,41,29,0,2,0,0,0,0,0,0,2,12,0,0,6,0,1 +woodlge01,1960,1,BAL,AL,140,435,68,123,18,3,11,62,3,0,84,40,7,4,3,3,5 +woodsji01,1960,1,PHI,NL,11,34,4,6,0,0,1,3,0,0,3,13,1,0,0,0,0 +worthal01,1960,1,BOS,AL,6,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +worthal01,1960,2,CHA,AL,4,2,1,2,0,0,0,0,0,0,0,0,0,0,0,0,0 +wrighme01,1960,1,CHN,NL,9,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wynnea01,1960,1,CHA,AL,36,75,8,15,2,1,1,7,0,0,14,17,0,1,6,1,0 +yosted01,1960,1,DET,AL,143,497,78,129,23,2,14,47,5,4,125,69,1,8,3,3,11 +zimmedo01,1960,1,CHN,NL,132,368,37,95,16,7,6,35,8,6,27,56,4,0,5,2,9 +aaronha01,1961,1,ML1,NL,155,603,115,197,39,10,34,120,21,9,56,64,20,2,1,9,16 +adairje01,1961,1,BAL,AL,133,386,41,102,21,1,9,37,5,2,35,51,4,2,1,4,6 +adcocjo01,1961,1,ML1,NL,152,562,77,160,20,0,35,108,2,1,59,94,4,2,4,2,22 +aguirha01,1961,1,DET,AL,45,9,0,0,0,0,0,1,0,0,0,8,0,0,3,1,0 +allenbo04,1961,1,CLE,AL,48,12,0,2,1,0,0,0,0,0,0,5,0,0,1,0,0 +allisbo01,1961,1,MIN,AL,159,556,83,136,21,3,29,105,2,7,103,100,1,5,5,8,17 +aloufe01,1961,1,SFN,NL,132,415,59,120,19,0,18,52,11,4,26,41,2,2,2,2,11 +alouma01,1961,1,SFN,NL,81,200,38,62,7,2,6,24,3,2,15,18,2,0,1,1,4 +altmage01,1961,1,CHN,NL,138,518,77,157,28,12,27,96,6,2,40,92,3,4,4,7,4 +altobjo01,1961,1,MIN,AL,41,95,10,21,2,1,3,14,0,0,13,14,0,0,0,1,2 +alusige01,1961,1,DET,AL,15,14,0,2,0,0,0,2,0,0,1,4,0,0,0,1,0 +amalfjo01,1961,1,SFN,NL,109,384,64,98,11,4,2,23,7,4,44,59,2,0,4,1,2 +amaroru01,1961,1,PHI,NL,135,381,34,98,14,9,1,32,1,0,53,59,2,2,11,0,9 +anderbo01,1961,1,CHN,NL,57,42,5,6,0,0,2,5,0,0,1,22,0,0,2,0,0 +andercr01,1961,1,SLN,NL,25,9,2,3,1,0,0,0,0,0,0,1,0,0,0,0,0 +anderha02,1961,1,CIN,NL,4,4,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +antonjo02,1961,1,CLE,AL,12,15,4,4,2,0,0,0,0,0,0,3,0,0,1,0,0 +antonjo02,1961,2,ML1,NL,9,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +aparilu01,1961,1,CHA,AL,156,625,90,170,24,4,6,45,53,13,38,33,0,1,4,4,12 +archeji02,1961,1,KC1,AL,39,63,2,4,1,0,0,2,0,0,2,19,0,0,6,1,0 +ardelda01,1961,1,LAA,AL,7,4,1,1,0,0,0,0,0,0,1,2,0,0,1,0,0 +arrigge01,1961,1,MIN,AL,7,2,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0 +arroylu01,1961,1,NYA,AL,65,25,2,7,2,0,0,0,0,0,0,4,0,0,3,0,0 +ashburi01,1961,1,CHN,NL,109,307,49,79,7,4,0,19,7,6,55,27,2,3,1,2,4 +asprobo01,1961,1,LAN,NL,47,58,7,14,3,0,0,2,0,0,4,12,0,0,0,0,2 +asproke01,1961,1,LAA,AL,66,238,29,53,10,0,2,14,0,0,33,21,1,2,3,0,5 +asproke01,1961,2,CLE,AL,22,70,5,16,6,1,0,5,0,0,6,3,0,0,1,1,3 +averiea02,1961,1,LAA,AL,115,323,56,86,9,0,21,59,1,0,62,70,1,2,1,4,9 +baileed01,1961,1,CIN,NL,12,43,4,13,4,0,0,2,0,0,3,5,1,0,0,0,0 +baileed01,1961,2,SFN,NL,107,340,39,81,9,1,13,51,1,5,42,41,6,4,1,6,8 +bakerge02,1961,1,PIT,NL,9,10,1,1,0,0,0,0,0,0,3,2,1,0,0,0,0 +baldsja01,1961,1,PHI,NL,65,11,0,0,0,0,0,0,0,0,1,7,0,0,1,0,1 +bankser01,1961,1,CHN,NL,138,511,75,142,22,4,29,80,1,2,54,75,21,2,0,6,11 +barbest01,1961,1,BAL,AL,37,80,6,13,1,0,2,6,0,0,5,42,0,1,9,0,0 +barracu01,1961,1,CHN,NL,10,28,3,6,0,0,1,2,0,0,2,7,0,0,1,0,1 +bassno01,1961,1,KC1,AL,41,59,4,7,0,0,1,6,0,0,1,34,0,0,3,0,0 +batteea01,1961,1,MIN,AL,133,460,70,139,24,1,17,55,3,3,53,66,3,3,5,1,18 +bauerha01,1961,1,KC1,AL,43,106,11,28,3,1,3,18,1,0,9,8,0,0,2,1,1 +baumafr01,1961,1,CHA,AL,55,61,8,16,2,0,2,10,1,0,5,25,0,0,1,0,0 +baumeji01,1961,1,CIN,NL,10,24,0,3,0,0,0,0,0,0,0,9,0,0,1,0,0 +bautaed01,1961,1,SLN,NL,13,4,0,2,0,0,0,0,0,0,0,1,0,0,0,0,0 +becquju01,1961,1,LAA,AL,11,8,0,0,0,0,0,0,0,0,1,5,0,0,0,0,0 +becquju01,1961,2,MIN,AL,57,84,13,20,1,2,5,18,0,1,2,12,1,0,0,1,1 +bellga01,1961,1,CLE,AL,34,81,8,16,1,0,0,9,0,0,4,17,0,0,9,1,0 +bellgu01,1961,1,CIN,NL,103,235,27,60,10,1,3,33,1,1,18,21,3,0,0,9,4 +berrayo01,1961,1,NYA,AL,119,395,62,107,11,0,22,61,2,0,35,28,4,2,0,5,7 +bertedi01,1961,1,CHN,NL,92,267,20,73,7,1,2,33,0,0,15,33,3,0,1,4,7 +bertore01,1961,1,MIN,AL,35,104,17,22,2,0,1,8,0,0,20,12,1,0,2,2,3 +bertore01,1961,2,KC1,AL,39,120,12,29,2,0,0,13,1,0,9,15,0,0,4,4,6 +bertore01,1961,3,DET,AL,24,46,6,10,1,0,1,4,2,0,3,8,0,0,2,0,0 +bevanha01,1961,1,CIN,NL,3,3,1,1,0,0,1,1,0,0,0,2,0,0,0,0,0 +bilkost01,1961,1,LAA,AL,114,294,49,82,16,1,20,59,1,1,58,81,2,0,0,2,9 +blancjo01,1961,1,NYA,AL,93,243,38,74,10,1,21,54,1,0,27,28,9,4,0,1,6 +blasido01,1961,1,SFN,NL,3,1,1,0,0,0,0,0,0,0,2,1,0,0,0,0,0 +blasido01,1961,2,CIN,NL,123,450,59,100,18,4,1,21,4,3,39,38,0,2,9,2,7 +boakch01,1961,1,WS2,AL,5,7,0,0,0,0,0,0,1,0,1,1,0,0,0,0,1 +bolinbo01,1961,1,SFN,NL,37,7,0,2,0,0,0,2,0,0,0,2,0,0,0,0,0 +bollifr01,1961,1,ML1,NL,148,585,86,153,16,4,15,56,7,3,57,62,1,3,10,3,25 +bondwa01,1961,1,CLE,AL,38,52,7,9,1,1,2,7,1,0,6,10,0,1,0,1,1 +borlato01,1961,1,BOS,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +borosst01,1961,1,DET,AL,116,396,51,107,18,2,5,62,4,2,68,42,2,8,6,7,8 +bouched01,1961,1,CHN,NL,112,319,49,79,12,3,12,38,1,4,58,77,7,5,4,1,2 +bouldca01,1961,1,WS2,AL,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bowmaer01,1961,1,SFN,NL,38,38,10,8,0,2,0,2,2,0,1,8,0,0,1,0,1 +bowsfte01,1961,1,LAA,AL,46,51,5,7,1,1,0,2,0,0,2,19,0,0,2,0,1 +boydbo01,1961,1,KC1,AL,26,48,7,11,2,0,0,9,0,2,1,2,0,0,0,1,1 +boydbo01,1961,2,ML1,NL,36,41,3,10,0,0,0,3,0,0,1,7,0,0,0,1,1 +boyercl02,1961,1,NYA,AL,148,504,61,113,19,5,11,55,1,3,63,83,4,2,1,8,13 +boyerke01,1961,1,SLN,NL,153,589,109,194,26,11,24,95,6,3,68,91,9,1,0,5,11 +brandja01,1961,1,BAL,AL,139,516,93,153,18,5,16,72,10,2,62,51,0,1,2,3,17 +breedma01,1961,1,BAL,AL,90,244,32,51,8,0,1,16,5,2,14,33,1,0,1,2,2 +bressed01,1961,1,SFN,NL,59,114,14,24,6,0,3,11,1,1,11,23,4,0,1,2,6 +breweji01,1961,1,CHN,NL,36,22,1,4,0,0,0,0,0,0,2,10,0,0,1,0,0 +breweto01,1961,1,BOS,AL,18,14,7,4,1,1,0,2,0,0,0,3,0,0,0,1,0 +briceal01,1961,1,CHA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brickfr02,1961,1,LAA,AL,21,49,3,6,0,0,0,3,0,0,6,9,0,0,0,0,4 +bridgma01,1961,1,CIN,NL,13,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +bridgro01,1961,1,LAA,AL,84,229,20,55,5,1,2,15,1,0,26,37,0,1,4,0,4 +brighha01,1961,1,WS2,AL,72,183,20,44,6,0,4,21,0,2,19,23,1,0,1,1,6 +brinked01,1961,1,WS2,AL,4,11,0,1,0,0,0,0,0,0,1,1,0,0,0,0,0 +brocklo01,1961,1,CHN,NL,4,11,1,1,0,0,0,0,0,0,1,3,0,0,0,0,0 +brogler01,1961,1,SLN,NL,29,62,3,9,1,0,0,5,0,0,3,11,0,0,4,1,1 +brosnji01,1961,1,CIN,NL,53,13,1,2,0,0,0,1,0,0,1,6,0,0,1,0,1 +browndi01,1961,1,DET,AL,93,308,32,82,12,2,16,45,0,2,22,57,2,0,3,3,10 +brownha01,1961,1,BAL,AL,27,50,3,7,2,0,0,1,0,0,3,11,0,0,3,1,1 +brownpa01,1961,1,PHI,NL,5,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +brucebo01,1961,1,DET,AL,14,9,1,1,1,0,0,1,0,0,2,2,0,0,1,0,1 +bruckfr01,1961,1,MIN,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brunege01,1961,1,ML1,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brutobi01,1961,1,DET,AL,160,596,99,153,15,5,17,63,22,6,61,66,0,3,5,3,9 +bryanbi01,1961,1,KC1,AL,9,19,2,3,0,0,1,2,0,0,2,7,0,0,0,0,1 +bucheje01,1961,1,SLN,NL,31,90,6,12,2,0,0,9,0,0,0,28,0,2,0,1,6 +buddido01,1961,1,BOS,AL,115,339,58,89,22,3,6,42,2,1,72,45,7,2,6,1,7 +buhlbo01,1961,1,ML1,NL,32,60,2,4,0,0,0,2,0,0,5,30,0,0,2,0,1 +bunniji01,1961,1,DET,AL,38,100,6,13,1,0,0,4,0,0,2,30,0,0,2,0,3 +burdele01,1961,1,ML1,NL,42,103,10,21,5,0,3,11,0,0,2,39,0,0,3,0,0 +burgesm01,1961,1,PIT,NL,100,323,37,98,17,3,12,52,1,0,30,16,8,2,0,1,7 +burkele02,1961,1,LAA,AL,6,5,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +burnspe01,1961,1,WS2,AL,33,34,1,2,0,0,0,1,0,0,1,15,0,0,3,0,1 +burwedi01,1961,1,CHN,NL,2,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +busbyji01,1961,1,BAL,AL,75,89,15,23,3,1,0,6,2,0,8,10,0,0,1,1,1 +buzhajo01,1961,1,PHI,NL,41,57,2,6,2,0,0,1,0,0,3,29,0,1,7,0,1 +callijo01,1961,1,PHI,NL,138,455,74,121,20,11,9,47,10,4,69,76,5,3,6,5,7 +camildo02,1961,1,LAN,NL,13,30,3,4,0,0,3,4,0,0,1,9,0,0,0,0,1 +cannich01,1961,1,SLN,NL,6,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +cardele01,1961,1,CIN,NL,74,198,23,61,18,1,5,24,1,0,15,39,1,0,1,2,5 +cardwdo01,1961,1,CHN,NL,40,95,6,10,3,0,3,6,0,0,6,55,0,1,4,0,0 +careyan01,1961,1,KC1,AL,39,123,20,30,6,2,3,11,0,0,15,23,0,2,2,0,3 +careyan01,1961,2,CHA,AL,56,143,21,38,12,3,0,14,0,1,11,24,0,2,4,2,1 +carreca01,1961,1,CHA,AL,78,229,32,62,5,1,4,27,0,1,21,24,2,0,2,1,7 +casalje01,1961,1,LAA,AL,13,13,2,6,2,0,1,2,0,0,1,4,0,0,0,0,0 +casalje01,1961,2,DET,AL,3,3,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +cashno01,1961,1,DET,AL,159,535,119,193,22,8,41,132,11,5,124,85,19,9,2,2,16 +causewa01,1961,1,KC1,AL,104,312,37,86,14,1,8,49,0,0,37,28,0,0,8,4,5 +cepedor01,1961,1,SFN,NL,152,585,105,182,28,4,46,142,12,8,39,91,11,9,0,3,21 +cervbo01,1961,1,LAA,AL,18,57,3,9,3,0,2,6,0,0,1,8,0,0,1,1,4 +cervbo01,1961,2,NYA,AL,57,118,17,32,5,1,6,20,1,0,12,17,0,1,0,0,6 +chacoel01,1961,1,CIN,NL,61,132,26,35,4,2,2,5,1,4,21,22,0,2,3,0,0 +chancde01,1961,1,LAA,AL,5,5,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +cheneto01,1961,1,PIT,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cheneto01,1961,2,WS2,AL,13,8,1,4,1,0,0,3,0,0,0,2,0,0,1,0,0 +chitiha01,1961,1,DET,AL,5,12,0,1,0,0,0,0,0,0,1,2,0,0,0,0,1 +chrisjo01,1961,1,PIT,NL,76,186,25,49,7,3,0,14,6,4,18,24,0,0,1,1,7 +chrisne01,1961,1,ML1,NL,10,9,1,2,0,0,0,0,0,0,1,1,0,0,0,0,0 +cicotal01,1961,1,SLN,NL,29,21,2,6,1,0,0,2,0,0,0,6,0,0,0,0,0 +cimolgi01,1961,1,PIT,NL,21,67,4,20,3,1,0,6,0,0,2,13,0,0,0,0,4 +cimolgi01,1961,2,ML1,NL,37,117,12,23,5,0,3,4,1,0,11,15,0,0,3,0,3 +ciprifr01,1961,1,KC1,AL,13,36,2,9,0,0,0,2,0,0,2,4,0,0,0,0,1 +ciscoga01,1961,1,BOS,AL,18,10,0,1,0,0,0,0,0,0,2,5,0,0,3,0,0 +clemedo01,1961,1,SLN,NL,6,12,1,2,1,0,0,0,0,0,3,1,0,0,0,0,0 +clemero01,1961,1,PIT,NL,146,572,100,201,30,10,23,89,4,1,35,59,10,3,1,3,18 +clenddo01,1961,1,PIT,NL,9,35,7,11,1,1,0,2,0,0,5,10,0,0,0,0,0 +clevete01,1961,1,LAA,AL,12,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +clevete01,1961,2,NYA,AL,21,4,1,1,1,0,0,1,0,0,0,1,0,0,0,0,0 +clinety01,1961,1,CLE,AL,12,43,9,9,2,1,0,1,1,0,6,1,0,2,0,0,0 +clintlo01,1961,1,BOS,AL,17,51,4,13,2,1,0,3,0,0,2,10,0,0,1,0,0 +clonito01,1961,1,ML1,NL,19,30,4,5,0,0,0,4,0,0,1,6,0,0,2,0,0 +coateji01,1961,1,NYA,AL,43,35,1,1,0,0,0,0,0,0,1,21,0,1,8,0,0 +cokerji01,1961,1,PHI,NL,11,25,3,10,1,0,1,4,1,0,7,4,1,0,1,0,0 +colavro01,1961,1,DET,AL,163,583,129,169,30,2,45,140,1,2,113,75,2,2,2,8,14 +colemch01,1961,1,PHI,NL,34,47,3,6,1,0,0,4,0,0,2,8,0,1,0,0,1 +colemgo01,1961,1,CIN,NL,150,520,63,149,27,4,26,87,1,3,45,67,11,2,4,7,9 +conlege01,1961,1,BOS,AL,33,73,8,16,3,0,2,8,0,0,2,22,0,1,2,1,1 +consobi01,1961,1,MIN,AL,11,5,1,0,0,0,0,0,0,0,0,1,0,0,0,0,1 +cookcl01,1961,1,CIN,NL,4,5,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +cottich01,1961,1,DET,AL,10,7,2,2,0,0,0,1,0,0,1,1,0,0,1,0,0 +cottich01,1961,2,WS2,AL,101,337,37,79,14,4,2,34,9,1,30,51,1,1,6,4,5 +courtcl01,1961,1,KC1,AL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +courtcl01,1961,2,BAL,AL,22,45,3,12,2,0,0,4,0,0,10,3,0,0,0,0,1 +covinwe01,1961,1,ML1,NL,9,21,3,4,1,0,0,0,0,0,2,4,0,0,0,0,0 +covinwe01,1961,2,CHA,AL,22,59,5,17,1,0,4,15,0,0,4,5,1,0,2,0,2 +covinwe01,1961,3,KC1,AL,17,44,3,7,0,0,1,6,0,0,4,7,0,2,0,0,2 +covinwe01,1961,4,PHI,NL,57,165,23,50,9,0,7,26,0,0,15,17,1,0,0,3,4 +craigro01,1961,1,LAN,NL,40,27,3,4,1,0,0,0,0,0,3,12,0,0,3,0,0 +crandde01,1961,1,ML1,NL,15,30,3,6,3,0,0,1,0,0,1,0,0,0,1,0,1 +crowege01,1961,1,SLN,NL,7,7,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +cuetobe01,1961,1,MIN,AL,7,5,1,0,0,0,0,0,0,0,1,1,0,0,2,0,0 +cunnijo01,1961,1,SLN,NL,113,322,60,92,11,2,7,40,1,0,53,32,3,11,3,1,1 +curryto01,1961,1,PHI,NL,15,36,3,7,2,0,0,3,0,0,1,8,0,0,0,0,0 +curtija01,1961,1,CHN,NL,31,60,8,10,2,0,2,4,0,0,10,23,0,0,2,0,0 +dailebi01,1961,1,CLE,AL,12,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +daleybu01,1961,1,KC1,AL,16,18,1,2,0,0,0,1,0,0,2,2,0,0,1,0,2 +daleybu01,1961,2,NYA,AL,23,45,3,6,1,0,0,2,0,0,1,1,0,0,2,0,0 +daleype01,1961,1,WS2,AL,72,203,12,39,7,1,2,17,0,1,14,37,3,0,2,0,11 +dalrycl01,1961,1,PHI,NL,129,378,23,83,11,1,5,42,0,2,30,30,9,4,7,4,11 +daniebe02,1961,1,WS2,AL,32,76,6,15,0,0,2,5,0,0,6,34,0,0,3,1,0 +davenji01,1961,1,SFN,NL,137,436,64,121,28,4,12,65,4,3,45,65,1,2,12,8,10 +davisto02,1961,1,LAN,NL,132,460,60,128,13,2,15,58,10,4,32,53,4,2,9,5,16 +daviswi02,1961,1,LAN,NL,128,339,56,86,19,6,12,45,12,5,27,46,4,5,6,3,5 +degermi01,1961,1,CHA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +delahmi01,1961,1,CLE,AL,61,173,20,45,10,0,3,23,0,0,7,10,0,2,0,1,4 +delgrbo01,1961,1,PHI,NL,41,112,14,29,5,0,2,11,0,0,12,17,1,3,1,1,3 +delgrbo01,1961,2,KC1,AL,74,239,34,55,14,1,5,21,1,0,30,31,2,1,5,1,4 +delocik01,1961,1,BOS,AL,28,48,3,5,0,0,0,2,0,0,4,24,0,0,5,0,2 +demaejo01,1961,1,NYA,AL,30,41,1,6,0,0,0,2,0,0,0,13,0,0,0,0,1 +demerjo01,1961,1,ML1,NL,32,74,5,12,3,0,2,5,0,0,5,19,0,1,0,0,2 +demetdo01,1961,1,LAN,NL,15,29,3,5,0,0,1,2,0,0,3,6,0,0,1,0,2 +demetdo01,1961,2,PHI,NL,106,382,54,98,18,4,20,68,2,1,19,74,2,5,5,0,7 +dillado01,1961,1,CLE,AL,74,147,27,40,5,0,7,17,0,0,15,28,1,0,0,0,1 +ditmaar01,1961,1,NYA,AL,12,19,0,1,0,0,0,0,0,0,0,5,0,0,0,0,0 +ditmaar01,1961,2,KC1,AL,20,12,0,2,0,0,0,1,0,0,1,2,0,0,1,0,0 +dobbeda01,1961,1,MIN,AL,72,125,12,21,3,1,4,14,1,2,13,18,1,2,0,1,2 +donohji01,1961,1,DET,AL,14,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1 +donohji01,1961,2,LAA,AL,38,27,0,4,1,0,0,1,0,0,0,7,0,0,0,0,1 +donovdi01,1961,1,WS2,AL,24,56,6,10,1,0,1,7,0,0,6,23,0,0,1,0,0 +dottedu01,1961,1,WS2,AL,7,19,1,5,2,0,0,1,0,0,3,5,0,0,0,0,0 +dottega01,1961,1,MIN,AL,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +downial01,1961,1,NYA,AL,5,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +drabomo01,1961,1,ML1,NL,16,4,0,1,0,0,0,1,0,0,1,1,0,0,0,0,0 +drakesa01,1961,1,CHN,NL,13,5,1,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +dropowa01,1961,1,BAL,AL,14,27,1,7,0,0,1,2,0,0,4,3,0,0,0,0,3 +drottdi01,1961,1,CHN,NL,35,22,1,6,0,1,0,1,0,0,1,7,0,0,0,0,1 +drysddo01,1961,1,LAN,NL,40,83,9,16,1,0,5,12,0,0,6,24,0,0,5,1,4 +duffaji01,1961,1,SFN,NL,25,17,2,5,2,0,1,4,0,0,1,7,0,0,0,0,0 +durenry01,1961,1,NYA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +durenry01,1961,2,LAA,AL,40,25,2,1,0,0,0,3,0,0,3,15,0,0,1,0,0 +earlear01,1961,1,BOS,AL,33,6,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +edwarjo01,1961,1,CIN,NL,52,145,14,27,5,0,2,14,1,0,18,28,4,1,0,1,3 +ellswdi01,1961,1,CHN,NL,37,56,1,2,1,0,0,0,0,0,3,29,0,1,5,0,0 +elstodo01,1961,1,CHN,NL,58,11,1,2,0,0,0,0,0,0,0,4,0,0,3,0,0 +espossa01,1961,1,CHA,AL,63,94,12,16,5,0,1,8,0,0,12,21,0,0,1,2,3 +essegch01,1961,1,BAL,AL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +essegch01,1961,2,KC1,AL,4,6,1,2,1,0,0,1,0,0,1,2,0,0,0,0,0 +essegch01,1961,3,CLE,AL,60,166,25,48,7,1,12,35,0,0,10,33,0,1,1,3,6 +estrach01,1961,1,BAL,AL,33,70,4,8,1,0,0,0,0,0,2,32,0,0,9,0,2 +facero01,1961,1,PIT,NL,62,11,0,3,0,0,0,1,0,0,0,2,0,0,0,0,0 +fairlro01,1961,1,LAN,NL,111,245,42,79,15,2,10,48,0,0,48,22,0,1,6,1,3 +farlebo01,1961,1,SFN,NL,13,20,3,2,0,0,0,1,0,0,3,5,0,0,0,0,0 +farretu01,1961,1,PHI,NL,5,2,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +farretu01,1961,2,LAN,NL,50,18,0,0,0,0,0,0,0,0,0,5,0,0,3,0,1 +fernach01,1961,1,DET,AL,133,435,41,108,15,4,3,40,8,5,36,45,4,0,4,1,14 +ferrado01,1961,1,PHI,NL,43,35,1,6,0,0,0,1,0,0,1,4,0,0,4,0,1 +fischbi01,1961,1,DET,AL,26,7,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +fischbi01,1961,2,KC1,AL,15,2,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +fisheed02,1961,1,SFN,NL,15,7,0,1,1,0,0,0,0,0,0,4,0,0,0,0,0 +fisheja01,1961,1,BAL,AL,36,56,2,5,0,0,0,2,0,0,4,25,0,1,10,0,1 +floodcu01,1961,1,SLN,NL,132,335,53,108,15,5,2,21,6,2,35,33,2,3,7,0,6 +foileha01,1961,1,BAL,AL,43,124,18,34,6,0,6,19,0,2,12,27,1,0,1,1,4 +fordwh01,1961,1,NYA,AL,39,96,11,17,1,0,0,10,0,0,12,17,0,0,5,1,1 +fornimi01,1961,1,BOS,AL,57,32,2,5,1,0,1,4,0,0,0,8,0,0,1,0,0 +fossla01,1961,1,PIT,NL,3,6,2,1,0,0,0,1,0,0,0,2,0,0,0,0,0 +fowlear01,1961,1,LAA,AL,53,13,1,1,0,0,0,0,0,0,0,3,0,0,3,0,0 +foxne01,1961,1,CHA,AL,159,606,67,152,11,5,2,51,2,3,59,12,3,9,15,7,17 +foxte01,1961,1,DET,AL,39,12,1,2,0,0,0,0,0,0,1,7,0,0,1,0,0 +foytapa01,1961,1,DET,AL,32,54,4,12,1,0,1,2,0,0,1,11,0,0,6,0,3 +francea01,1961,1,PIT,NL,23,28,0,3,0,0,0,0,1,0,2,17,0,1,0,0,0 +francti01,1961,1,CLE,AL,155,592,87,178,30,8,16,85,2,1,56,52,3,4,12,3,11 +freehbi01,1961,1,DET,AL,4,10,1,4,0,0,0,4,0,0,1,0,0,0,0,0,0 +freesge01,1961,1,CHN,NL,9,7,0,2,0,0,0,1,0,0,1,4,0,0,0,0,0 +freesge02,1961,1,CIN,NL,152,575,78,159,27,2,26,87,8,2,27,78,5,0,1,3,17 +fregoji01,1961,1,LAA,AL,11,27,7,6,0,0,0,3,0,0,1,4,0,0,1,0,2 +frienbo01,1961,1,PIT,NL,41,79,6,11,0,1,0,7,0,0,1,36,0,0,9,0,0 +funkfr01,1961,1,CLE,AL,56,17,1,1,0,0,0,2,0,0,1,10,0,0,0,0,0 +gablega02,1961,1,WS2,AL,34,25,3,5,0,1,0,1,1,0,1,11,0,0,0,0,0 +gainejo01,1961,1,CIN,NL,5,3,2,0,0,0,0,0,0,0,2,1,0,0,0,0,0 +garcimi01,1961,1,WS2,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gardnbi02,1961,1,MIN,AL,45,154,13,36,9,0,1,11,0,0,10,14,1,0,7,0,7 +gardnbi02,1961,2,NYA,AL,41,99,11,21,5,0,1,2,0,0,6,18,0,3,1,0,4 +garvene01,1961,1,LAA,AL,12,6,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +geigega01,1961,1,BOS,AL,140,499,82,116,21,6,18,64,16,4,87,91,4,4,6,3,7 +gentiji01,1961,1,BAL,AL,148,486,96,147,25,2,46,141,1,1,96,106,5,11,0,8,12 +gernedi01,1961,1,DET,AL,6,5,1,1,0,0,1,1,0,0,1,2,0,0,0,0,1 +gernedi01,1961,2,CIN,NL,40,63,4,19,1,0,0,7,0,0,7,9,1,0,0,2,0 +gibbojo01,1961,1,PIT,NL,31,59,1,8,1,1,0,6,0,0,1,22,0,0,10,1,1 +gibsobo01,1961,1,SLN,NL,40,66,4,13,5,0,1,10,0,0,3,23,0,1,3,2,1 +gielpa01,1961,1,MIN,AL,15,2,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +gielpa01,1961,2,KC1,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +giledo01,1961,1,BOS,AL,8,18,2,5,0,0,1,1,0,0,1,5,0,0,0,0,0 +gilliji01,1961,1,LAN,NL,144,439,74,107,26,3,4,32,8,4,79,34,2,0,12,1,7 +ginsbjo01,1961,1,CHA,AL,6,3,0,0,0,0,0,0,0,0,1,2,0,0,1,0,0 +ginsbjo01,1961,2,BOS,AL,19,24,1,6,0,0,0,5,0,0,0,2,0,0,0,0,1 +gladdfr01,1961,1,DET,AL,8,3,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +goldeji01,1961,1,LAN,NL,28,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +gondeje01,1961,1,NYA,AL,15,12,2,4,1,0,0,3,0,0,3,1,1,0,0,0,1 +gonzato01,1961,1,PHI,NL,126,426,58,118,16,8,12,58,15,5,49,66,7,6,2,2,10 +goodmbi01,1961,1,CHA,AL,41,51,4,13,4,0,1,10,0,0,7,6,0,0,0,1,1 +gotayju01,1961,1,SLN,NL,10,45,5,11,4,0,0,5,0,0,3,5,1,0,0,0,1 +grammal01,1961,1,SLN,NL,89,170,23,36,10,1,0,21,0,1,19,21,3,1,6,1,4 +grantmu01,1961,1,CLE,AL,48,88,8,15,2,0,1,6,0,0,4,29,0,0,5,1,2 +grbael01,1961,1,LAA,AL,42,64,8,15,3,0,2,11,0,0,6,17,0,1,8,1,1 +greenda02,1961,1,PHI,NL,42,33,4,5,0,0,0,3,0,0,5,13,0,1,1,0,0 +greenfr01,1961,1,PIT,NL,13,3,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +greenge01,1961,1,WS2,AL,110,364,52,102,16,3,18,62,0,2,35,65,5,1,0,5,26 +greenle01,1961,1,MIN,AL,156,600,92,171,28,7,9,50,17,11,81,50,2,6,3,2,5 +greenpu01,1961,1,BOS,AL,88,219,33,57,12,3,6,27,4,2,42,32,3,0,1,2,4 +groatdi01,1961,1,PIT,NL,148,596,71,164,25,6,6,55,0,4,40,44,0,1,7,4,22 +grzenjo01,1961,1,DET,AL,4,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +hackewa02,1961,1,CHA,AL,42,9,0,1,0,0,0,1,0,0,0,1,0,0,0,0,0 +haddiha01,1961,1,PIT,NL,31,56,2,8,3,0,0,3,0,0,6,14,0,0,5,0,0 +halebo01,1961,1,CLE,AL,42,36,0,6,0,0,0,6,0,0,1,7,0,1,0,2,0 +halebo01,1961,2,NYA,AL,11,13,2,2,0,0,1,1,0,0,0,0,0,0,0,0,1 +halldi01,1961,1,BAL,AL,30,36,4,5,0,0,0,1,0,0,3,13,0,0,4,0,1 +halleto01,1961,1,SFN,NL,30,62,5,9,1,0,2,8,0,1,9,23,0,1,0,1,1 +hamilst01,1961,1,CLE,AL,2,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +hamlike01,1961,1,LAA,AL,42,91,4,19,3,0,1,5,0,1,11,9,2,1,1,1,6 +hankija01,1961,1,KC1,AL,76,173,23,32,0,3,3,6,2,0,8,17,0,1,8,0,3 +hansero02,1961,1,BAL,AL,155,533,51,132,13,2,12,51,1,3,66,96,2,1,3,4,19 +hardyca01,1961,1,BOS,AL,85,281,46,74,20,2,3,36,4,2,26,53,0,2,3,0,4 +harknti01,1961,1,LAN,NL,5,8,4,4,2,0,0,0,1,0,3,1,0,0,0,0,0 +harrebi01,1961,1,BOS,AL,37,37,10,6,2,0,0,1,1,0,1,8,0,0,0,0,1 +hawkiwy01,1961,1,CLE,AL,30,37,3,4,0,0,0,1,0,0,2,18,0,0,3,0,2 +heisero01,1961,1,WS2,AL,3,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +heistal01,1961,1,CHN,NL,109,321,48,82,14,3,7,37,3,3,39,51,0,1,4,1,7 +heldwo01,1961,1,CLE,AL,146,509,67,136,23,5,23,78,0,0,69,111,11,3,3,6,14 +hemanru01,1961,1,CLE,AL,6,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hemanru01,1961,2,LAA,AL,6,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +hendlbo01,1961,1,ML1,NL,19,31,2,1,0,0,0,0,0,0,2,10,0,0,2,0,0 +henrybi01,1961,1,CIN,NL,48,5,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +henryro01,1961,1,MIN,AL,20,28,1,4,0,0,0,3,0,0,2,7,0,0,0,1,3 +herbera01,1961,1,KC1,AL,13,28,1,3,1,0,0,4,0,0,1,5,0,0,2,0,0 +herbera01,1961,2,CHA,AL,21,53,7,12,1,0,2,3,0,0,3,8,0,1,1,0,0 +hernaru01,1961,1,WS2,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +herrepa01,1961,1,PHI,NL,126,400,56,103,17,2,13,51,5,1,55,120,4,4,0,2,12 +hershmi01,1961,1,CHA,AL,15,55,9,17,3,0,0,5,1,1,2,2,0,0,1,0,1 +herzowh01,1961,1,BAL,AL,113,323,39,94,11,6,5,35,1,4,50,41,1,1,2,1,6 +hicksjo01,1961,1,WS2,AL,12,29,2,5,0,0,1,1,0,1,0,4,0,0,0,0,0 +hillech01,1961,1,SFN,NL,70,240,38,57,12,1,2,12,4,4,32,30,0,1,6,1,1 +hillmda01,1961,1,BOS,AL,28,17,3,0,0,0,0,0,0,0,2,7,0,0,2,0,0 +hintoch01,1961,1,WS2,AL,106,339,51,88,13,5,6,34,22,5,40,81,1,1,0,3,5 +hoakdo01,1961,1,PIT,NL,145,503,72,150,27,7,12,61,4,2,73,53,8,3,3,4,14 +hobaued01,1961,1,WS2,AL,27,41,0,4,0,0,0,1,1,0,1,12,0,0,5,0,1 +hobbigl01,1961,1,CHN,NL,36,66,5,11,3,0,2,6,0,0,5,30,0,0,3,0,1 +hodgegi01,1961,1,LAN,NL,109,215,25,52,4,0,8,31,3,1,24,43,1,0,2,4,5 +hoeftbi01,1961,1,BAL,AL,35,39,1,7,0,0,0,4,0,0,4,13,0,0,2,1,0 +hookja01,1961,1,CIN,NL,22,15,1,2,0,0,0,0,0,0,0,5,0,0,0,0,0 +horlejo01,1961,1,CHA,AL,5,7,0,0,0,0,0,0,0,0,0,2,0,0,1,0,2 +housefr03,1961,1,DET,AL,17,22,3,5,1,1,0,3,0,0,4,2,0,0,1,1,1 +howarel01,1961,1,NYA,AL,129,446,64,155,17,5,21,77,0,3,28,65,6,3,1,4,5 +howarfr01,1961,1,LAN,NL,92,267,36,79,10,2,15,45,0,1,21,50,3,1,1,2,12 +howsedi01,1961,1,KC1,AL,158,611,108,171,29,6,3,45,37,9,92,38,0,5,8,3,8 +hubbske01,1961,1,CHN,NL,10,28,4,5,1,1,1,2,0,0,0,8,0,0,0,0,0 +huntke01,1961,1,LAA,AL,149,479,70,122,29,3,25,84,8,2,49,120,1,4,3,6,12 +huntke02,1961,1,CIN,NL,29,39,0,7,2,0,0,3,0,0,2,19,0,0,3,0,0 +hydedi01,1961,1,BAL,AL,15,1,1,1,0,0,0,0,1,0,0,0,0,0,0,0,0 +jacksal01,1961,1,PIT,NL,5,8,1,0,0,0,0,0,0,0,1,4,0,0,0,0,0 +jacksla01,1961,1,SLN,NL,34,74,9,13,3,2,0,6,0,0,2,14,0,1,6,0,3 +jacobja01,1961,1,MIN,AL,4,8,0,2,0,0,0,0,0,0,0,2,0,0,0,0,0 +jamesch01,1961,1,SLN,NL,108,349,43,89,19,2,4,44,2,2,15,59,1,3,0,4,9 +jamesjo01,1961,1,NYA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jamesjo01,1961,2,LAA,AL,43,13,3,0,0,0,0,0,0,0,0,5,0,1,0,0,1 +javieju01,1961,1,SLN,NL,113,445,58,124,14,3,2,41,11,4,30,51,1,2,5,2,5 +jayjo01,1961,1,CIN,NL,34,89,3,8,3,0,0,5,0,0,2,29,0,0,2,0,2 +jenseja01,1961,1,BOS,AL,137,498,64,131,21,2,13,66,9,8,66,69,2,3,2,4,16 +johnsbo02,1961,1,WS2,AL,61,224,27,66,13,1,6,28,4,2,19,26,2,1,2,2,10 +johnsda01,1961,1,PHI,NL,21,61,4,14,1,0,0,3,0,0,3,8,0,1,0,0,2 +johnsda01,1961,2,CIN,NL,20,54,3,17,2,0,1,6,0,0,1,2,0,0,0,1,1 +johnsde01,1961,1,NYA,AL,13,19,1,2,0,0,0,2,0,0,2,5,0,0,0,1,2 +johnsde01,1961,2,KC1,AL,83,283,31,61,11,3,8,42,0,1,14,44,1,1,1,4,9 +johnske02,1961,1,KC1,AL,6,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +johnske02,1961,2,CIN,NL,15,25,1,6,1,0,0,5,0,0,0,11,0,0,1,0,0 +johnslo01,1961,1,LAA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnsst01,1961,1,KC1,AL,3,3,1,0,0,0,0,0,0,0,2,1,0,0,0,0,1 +jonesgo01,1961,1,BAL,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jonesha01,1961,1,CLE,AL,12,35,2,6,0,0,2,4,0,0,2,12,0,0,0,0,1 +jonesma01,1961,1,ML1,NL,28,104,13,24,3,2,0,12,4,4,12,28,2,2,1,0,0 +jonessa02,1961,1,SFN,NL,37,36,0,5,2,0,0,0,0,0,1,7,0,0,5,0,0 +jonessh02,1961,1,CIN,NL,24,11,0,2,0,0,0,0,0,0,1,3,0,0,0,0,0 +joneswi01,1961,1,CIN,NL,9,7,1,0,0,0,0,0,0,0,2,3,0,0,0,0,0 +kaatji01,1961,1,MIN,AL,47,63,10,15,3,1,0,1,0,0,4,13,0,1,3,0,2 +kalinal01,1961,1,DET,AL,153,586,116,190,41,7,19,82,14,1,66,42,2,4,4,5,16 +kaskoed01,1961,1,CIN,NL,126,469,64,127,22,1,2,27,4,3,32,36,1,4,2,4,4 +keegaed01,1961,1,KC1,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kemmeru01,1961,1,CHA,AL,47,15,1,3,1,0,0,1,0,0,2,7,0,0,0,0,0 +kendeal01,1961,1,PHI,NL,10,23,0,4,1,0,0,1,0,0,1,0,0,0,0,0,2 +keougma01,1961,1,WS2,AL,135,390,57,97,18,9,9,34,12,5,32,60,1,2,4,3,6 +killeha01,1961,1,MIN,AL,150,541,94,156,20,7,46,122,1,2,107,109,6,3,0,5,11 +kindaje01,1961,1,CHN,NL,96,310,37,75,22,3,9,44,2,2,18,89,0,2,3,0,5 +kingji01,1961,1,WS2,AL,110,263,43,71,12,1,11,46,4,0,38,45,3,2,0,3,3 +kirkbi01,1961,1,KC1,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kirklwi01,1961,1,CLE,AL,146,525,84,136,22,5,27,95,7,0,48,77,4,1,4,7,3 +klausbi01,1961,1,WS2,AL,91,251,26,57,8,2,7,30,2,2,30,34,3,2,1,3,1 +klimclo01,1961,1,KC1,AL,57,121,8,26,4,1,1,16,0,0,5,13,0,0,1,1,1 +klinero01,1961,1,LAA,AL,26,31,0,3,0,0,0,0,0,0,1,17,0,0,3,0,0 +klinero01,1961,2,DET,AL,10,18,2,3,1,0,0,2,0,0,0,8,0,1,3,0,0 +klippjo01,1961,1,WS2,AL,42,7,0,1,0,0,0,0,0,0,0,4,0,0,0,0,0 +kluszte01,1961,1,LAA,AL,107,263,32,64,12,0,15,39,0,0,24,23,5,0,0,3,4 +kopliho01,1961,1,DET,AL,4,4,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +koppejo01,1961,1,PHI,NL,6,3,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +koppejo01,1961,2,LAA,AL,91,338,46,85,12,2,5,40,3,3,45,77,0,1,6,2,4 +koufasa01,1961,1,LAN,NL,42,77,3,5,0,0,0,2,0,1,9,35,0,0,8,0,0 +kralija01,1961,1,MIN,AL,33,86,8,13,0,0,1,6,0,0,2,15,0,0,6,0,1 +krausle02,1961,1,KC1,AL,13,17,0,2,0,0,0,0,0,0,1,8,0,0,1,0,0 +kubekto01,1961,1,NYA,AL,153,617,84,170,38,6,8,46,1,3,27,60,1,1,10,3,7 +kubisja01,1961,1,CLE,AL,25,42,4,9,0,0,0,0,0,0,2,5,0,0,0,0,1 +kuennha01,1961,1,SFN,NL,131,471,60,125,22,4,5,46,5,4,47,34,2,1,3,7,15 +kunkebi01,1961,1,KC1,AL,58,8,2,1,0,0,0,0,0,0,1,4,0,0,1,0,0 +kutynma01,1961,1,WS2,AL,50,34,0,7,0,0,0,3,0,0,0,1,0,0,4,0,1 +labincl01,1961,1,PIT,NL,56,10,0,1,0,0,0,0,0,0,1,7,0,0,0,0,1 +landiji01,1961,1,CHA,AL,140,534,87,151,18,8,22,85,19,5,65,71,0,4,10,5,10 +landrdo01,1961,1,SLN,NL,28,66,5,11,2,0,1,3,1,0,5,14,0,0,3,0,0 +landrho01,1961,1,SFN,NL,43,71,11,17,4,0,2,10,0,0,12,7,3,0,2,3,3 +larkeno01,1961,1,LAN,NL,97,282,29,76,16,1,5,38,0,0,24,22,7,1,2,3,11 +larsedo01,1961,1,KC1,AL,18,20,2,6,0,0,1,4,0,0,1,5,0,0,1,0,0 +larsedo01,1961,2,CHA,AL,25,25,2,8,0,0,1,4,0,0,0,5,0,0,1,0,0 +laryfr01,1961,1,DET,AL,42,108,13,25,2,0,1,5,0,0,3,27,0,1,3,0,2 +latmaba01,1961,1,CLE,AL,45,55,2,4,0,1,0,1,0,0,3,17,0,0,1,0,1 +lauch01,1961,1,ML1,NL,28,82,3,17,5,0,0,5,1,1,14,11,3,1,3,2,1 +lauch01,1961,2,BAL,AL,17,47,3,8,0,0,1,4,0,0,1,3,1,0,1,0,1 +lawve01,1961,1,PIT,NL,11,19,0,5,1,0,0,5,0,0,1,4,0,1,2,1,0 +leedo01,1961,1,MIN,AL,37,30,2,2,0,0,0,2,0,0,0,11,0,0,3,1,0 +leekge01,1961,1,LAA,AL,57,199,16,45,9,1,5,20,0,1,7,54,0,2,3,0,8 +lehewji01,1961,1,BAL,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lehmake01,1961,1,PHI,NL,42,6,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +lemaydi01,1961,1,SFN,NL,27,26,2,2,0,0,0,1,0,0,2,14,0,0,1,0,0 +lemonji01,1961,1,MIN,AL,129,423,57,109,26,1,14,52,1,1,44,98,2,4,2,6,11 +lepcite01,1961,1,CHA,AL,5,2,0,0,0,0,0,0,0,0,1,0,1,0,0,0,1 +lepcite01,1961,2,MIN,AL,47,112,11,19,3,1,7,19,1,0,8,31,0,1,0,1,2 +leppedo02,1961,1,PIT,NL,22,60,6,16,2,1,3,5,0,0,1,11,0,0,1,0,6 +lillibo01,1961,1,LAN,NL,19,9,0,1,0,0,0,1,0,0,1,1,0,0,1,0,2 +lillibo01,1961,2,SLN,NL,86,230,24,50,4,0,0,21,3,3,7,13,2,2,4,2,6 +lockebo01,1961,1,CLE,AL,37,19,1,4,0,0,0,2,0,0,1,7,0,0,0,0,0 +loesbi01,1961,1,SFN,NL,26,32,0,5,0,0,0,0,0,1,2,3,0,0,4,0,1 +loganjo01,1961,1,ML1,NL,18,19,0,2,1,0,0,1,0,0,1,3,0,0,0,0,1 +loganjo01,1961,2,PIT,NL,27,52,5,12,4,0,0,5,0,0,4,8,0,0,0,0,2 +lollash01,1961,1,CHA,AL,116,337,38,95,10,1,7,41,0,0,37,22,10,6,1,3,5 +longda02,1961,1,WS2,AL,123,377,52,94,20,4,17,49,0,0,39,41,5,1,0,6,7 +lookde01,1961,1,CHA,AL,3,6,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +lopezhe01,1961,1,NYA,AL,93,243,27,54,7,2,3,22,1,0,24,38,1,1,2,3,8 +lowntu01,1961,1,CHA,AL,60,14,0,0,0,0,0,0,0,0,0,5,0,0,1,0,0 +lumpeje01,1961,1,KC1,AL,148,569,81,167,29,9,3,54,1,0,48,39,0,2,4,4,10 +luploal01,1961,1,CLE,AL,5,18,0,1,0,0,0,0,0,0,2,6,0,0,0,0,0 +lynchje01,1961,1,CIN,NL,96,181,33,57,13,2,13,50,2,2,27,25,6,1,1,0,2 +maasdu01,1961,1,NYA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mackego01,1961,1,KC1,AL,11,24,1,3,0,0,0,1,0,0,1,6,0,0,0,0,1 +mackeke01,1961,1,ML1,NL,5,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +maesthe01,1961,1,WS2,AL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mahafar01,1961,1,PHI,NL,36,63,3,8,2,0,0,3,0,0,3,20,0,0,12,1,2 +mahonji01,1961,1,WS2,AL,43,108,10,26,0,1,0,6,1,2,5,23,0,0,1,0,2 +malkmbo01,1961,1,PHI,NL,121,342,39,79,8,2,7,31,1,3,20,43,1,2,8,2,7 +malonji01,1961,1,CIN,NL,30,29,6,11,0,0,1,4,0,0,2,4,0,1,1,0,0 +malzofr01,1961,1,BOS,AL,151,590,74,157,21,4,14,87,1,3,44,49,3,1,0,9,19 +mantife01,1961,1,ML1,NL,45,93,13,20,3,0,1,5,1,1,10,16,0,1,1,0,2 +mantlmi01,1961,1,NYA,AL,153,514,132,163,16,6,54,128,12,1,126,112,9,0,1,5,2 +maricju01,1961,1,SFN,NL,30,59,3,7,0,0,0,3,1,0,3,15,0,0,5,1,2 +marisro01,1961,1,NYA,AL,161,590,132,159,16,4,61,142,0,0,94,67,0,7,0,7,16 +marshji01,1961,1,SFN,NL,44,36,5,8,0,0,1,7,0,0,3,8,0,0,0,1,1 +martibi02,1961,1,ML1,NL,6,6,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +martibi02,1961,2,MIN,AL,108,374,44,92,15,5,6,36,3,2,13,42,0,3,5,3,9 +martijc01,1961,1,CHA,AL,110,274,26,63,8,3,5,32,1,2,21,31,2,2,3,0,2 +matheed01,1961,1,ML1,NL,152,572,103,175,23,6,32,91,12,7,93,95,3,2,1,4,10 +mathene01,1961,1,CHN,NL,3,9,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +mathica01,1961,1,WS2,AL,4,5,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +maxwech01,1961,1,DET,AL,79,131,11,30,4,2,5,18,0,0,20,24,2,1,0,1,1 +mayele01,1961,1,ML1,NL,110,373,68,101,11,5,14,41,10,1,36,50,2,3,2,3,1 +mayswi01,1961,1,SFN,NL,154,572,129,176,32,3,40,123,18,9,81,77,15,2,0,4,14 +mazerbi01,1961,1,PIT,NL,152,558,71,148,21,2,13,59,2,1,26,55,10,3,2,6,9 +mcanaji01,1961,1,CHN,NL,11,10,1,3,1,0,0,0,0,0,1,3,0,0,0,0,0 +mcauldi01,1961,1,DET,AL,80,285,36,73,12,4,6,33,2,3,24,39,0,4,1,1,5 +mcbeaal01,1961,1,PIT,NL,28,15,2,4,0,0,1,3,0,0,0,3,0,0,1,0,0 +mcbrike01,1961,1,LAA,AL,45,83,5,7,3,0,0,2,0,0,3,35,0,0,6,0,1 +mccarti01,1961,1,SLN,NL,22,67,5,16,2,1,1,6,0,0,0,5,0,0,1,0,1 +mcclajo01,1961,1,WS2,AL,33,68,4,14,4,0,0,4,0,0,1,16,0,0,2,1,0 +mccormi03,1961,1,SFN,NL,40,80,3,15,2,0,0,4,0,0,4,25,0,0,5,0,0 +mccovwi01,1961,1,SFN,NL,106,328,59,89,12,3,18,50,1,2,37,60,3,5,0,4,8 +mcdanli01,1961,1,SLN,NL,55,17,1,4,0,0,0,0,0,0,0,5,0,0,3,0,0 +mcdermi03,1961,1,SLN,NL,22,14,1,1,1,0,0,3,0,0,0,4,0,0,0,0,0 +mcdermi03,1961,2,KC1,AL,7,5,0,1,1,0,0,1,0,0,1,2,0,0,0,0,0 +mcdevda01,1961,1,NYA,AL,8,1,1,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +mcdevda01,1961,2,MIN,AL,16,3,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +mcdowsa01,1961,1,CLE,AL,1,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +mclisca01,1961,1,CHA,AL,31,54,2,9,1,0,0,5,0,0,1,24,0,0,3,0,1 +mcmahdo02,1961,1,ML1,NL,53,16,1,3,1,0,0,1,0,0,0,4,0,0,1,0,0 +mcmilro01,1961,1,ML1,NL,154,505,42,111,16,0,7,48,2,4,61,86,2,4,11,7,16 +mejiaro01,1961,1,PIT,NL,4,1,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +meyerja01,1961,1,PHI,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +millebo04,1961,1,SLN,NL,35,14,2,5,0,1,0,0,0,0,2,5,0,0,2,0,0 +millest01,1961,1,SFN,NL,64,20,2,4,1,0,0,1,1,1,4,5,0,0,1,0,0 +minchdo01,1961,1,MIN,AL,35,101,18,19,5,1,5,11,0,1,22,11,0,0,0,0,5 +minosmi01,1961,1,CHA,AL,152,540,91,151,28,3,14,82,9,4,67,46,2,16,0,12,11 +mizelvi01,1961,1,PIT,NL,25,23,1,3,0,0,0,1,0,0,2,9,0,0,5,1,0 +moellro01,1961,1,LAA,AL,35,29,2,6,1,0,0,2,0,0,8,14,0,0,1,0,1 +monbobi01,1961,1,BOS,AL,33,69,6,9,0,0,0,5,0,0,10,29,0,0,14,0,1 +montema01,1961,1,DET,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +moonwa01,1961,1,LAN,NL,134,463,79,152,25,3,17,88,7,5,89,79,9,1,4,4,9 +moorera02,1961,1,MIN,AL,46,4,0,0,0,0,0,0,0,0,2,1,0,0,1,0,1 +moranbi02,1961,1,LAA,AL,54,173,17,45,7,1,2,22,0,0,17,16,1,1,6,1,5 +morehse01,1961,1,ML1,NL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +morgajo01,1961,1,CLE,AL,4,10,0,2,0,0,0,0,0,0,1,3,0,0,0,0,0 +morgato01,1961,1,LAA,AL,59,12,1,1,0,0,0,0,0,0,1,4,0,0,0,0,0 +morhamo01,1961,1,CHN,NL,7,18,3,5,0,0,0,1,0,0,3,5,0,0,0,0,0 +mortobu01,1961,1,DET,AL,77,108,26,31,5,1,2,19,3,1,9,25,1,1,0,2,1 +morynwa01,1961,1,SLN,NL,17,32,0,4,2,0,0,2,0,0,1,5,0,0,0,0,1 +morynwa01,1961,2,PIT,NL,40,65,6,13,1,0,3,9,0,0,2,10,0,1,0,0,5 +mossido01,1961,1,DET,AL,35,79,8,13,2,0,1,8,0,0,6,28,0,0,6,0,0 +muffebi01,1961,1,BOS,AL,38,23,4,5,0,0,1,2,0,0,3,9,0,0,1,0,1 +murphda04,1961,1,CHN,NL,4,13,3,5,0,0,2,3,0,0,1,5,0,0,0,0,0 +musiast01,1961,1,SLN,NL,123,372,46,107,22,4,15,70,0,0,52,35,17,1,0,6,7 +naragha01,1961,1,MIN,AL,57,139,10,42,2,1,2,11,0,0,4,8,0,1,3,0,5 +nealch01,1961,1,LAN,NL,108,341,40,80,6,1,10,48,3,2,30,49,6,1,3,2,7 +neemaca01,1961,1,PHI,NL,19,31,0,7,1,0,0,2,1,0,4,8,1,0,0,1,2 +nelsoro01,1961,1,PIT,NL,75,127,15,25,5,1,5,13,0,0,17,11,2,2,0,0,3 +nichoch02,1961,1,BOS,AL,26,9,1,1,0,0,0,0,0,0,1,1,0,0,0,0,0 +niemabo01,1961,1,SLN,NL,6,17,0,8,1,0,0,2,0,0,0,2,0,0,0,0,0 +niemabo01,1961,2,CLE,AL,39,65,2,23,6,0,2,10,1,0,7,4,0,0,0,0,0 +nischro01,1961,1,DET,AL,6,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +nixonru01,1961,1,BOS,AL,87,242,24,70,12,2,1,19,0,1,13,19,1,2,2,3,5 +nottedo01,1961,1,ML1,NL,38,38,4,7,0,0,0,1,0,0,3,9,0,0,1,0,3 +nunnho01,1961,1,CIN,NL,24,8,1,2,0,0,0,0,0,0,0,2,0,0,0,0,0 +nuxhajo01,1961,1,KC1,AL,56,65,5,19,2,1,2,13,0,0,6,18,0,0,5,0,2 +oconnda02,1961,1,WS2,AL,138,493,61,128,30,1,1,37,15,5,77,62,0,3,15,3,6 +odellbi01,1961,1,SFN,NL,49,39,1,4,0,0,0,2,0,0,1,10,0,0,4,1,0 +oldisbo01,1961,1,PIT,NL,4,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1 +olivaed01,1961,1,SLN,NL,21,30,2,5,0,0,0,1,1,0,0,4,0,0,0,1,1 +olivege01,1961,1,SLN,NL,22,52,8,14,2,0,4,9,0,0,6,10,1,2,1,0,2 +olivoch01,1961,1,ML1,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +orsinjo01,1961,1,SFN,NL,25,83,5,23,3,2,4,12,0,0,3,13,0,1,0,0,0 +ortegph01,1961,1,LAN,NL,4,4,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +osborbo02,1961,1,DET,AL,71,93,8,20,7,0,2,13,1,0,20,15,0,0,1,0,1 +osteecl01,1961,1,CIN,NL,6,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +osteecl01,1961,2,WS2,AL,3,7,0,1,0,0,0,1,0,0,0,3,0,0,1,0,0 +otoolji01,1961,1,CIN,NL,39,93,7,16,1,0,0,6,0,0,3,29,0,1,4,0,5 +owensji01,1961,1,PHI,NL,21,27,0,2,0,0,0,1,0,0,4,12,0,0,5,0,2 +paganjo01,1961,1,SFN,NL,134,434,38,110,15,2,5,46,8,5,31,45,7,2,7,0,13 +pagliji01,1961,1,BOS,AL,120,376,50,91,17,0,16,58,1,1,55,74,0,4,2,3,8 +palmqed01,1961,1,LAN,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +palmqed01,1961,2,MIN,AL,9,3,1,0,0,0,0,0,0,0,0,0,0,0,2,0,0 +papajo01,1961,1,BAL,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pappami01,1961,1,BAL,AL,26,66,6,9,2,0,3,6,0,0,0,29,0,0,3,1,1 +pascuca02,1961,1,MIN,AL,35,85,4,14,3,0,0,4,0,0,5,15,0,0,5,0,5 +pearsal02,1961,1,LAA,AL,144,427,92,123,21,3,7,41,11,3,96,40,1,3,7,2,3 +perraro01,1961,1,LAN,NL,53,12,2,1,0,0,0,0,0,0,2,8,0,0,0,0,0 +perryji01,1961,1,CLE,AL,35,73,4,12,2,0,0,3,0,0,1,14,0,0,5,0,2 +peterga01,1961,1,CHA,AL,3,3,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +pfistda01,1961,1,KC1,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +phillbu02,1961,1,CLE,AL,143,546,64,144,23,1,18,72,1,0,29,61,4,5,7,3,14 +phillda01,1961,1,BAL,AL,99,144,13,36,9,2,1,23,2,0,10,20,0,0,0,3,9 +pichero01,1961,1,ML1,NL,12,5,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +piercbi02,1961,1,CHA,AL,39,56,3,8,0,0,0,3,0,0,1,11,0,0,6,0,2 +piersji01,1961,1,CLE,AL,121,484,81,156,26,7,6,40,8,2,43,46,1,2,4,3,18 +pignajo01,1961,1,KC1,AL,92,243,31,59,10,3,4,22,2,2,36,42,2,4,7,2,0 +pilaral01,1961,1,KC1,AL,35,60,9,12,1,1,0,9,1,0,6,7,0,0,2,1,3 +pilaral01,1961,2,CHA,AL,47,62,9,11,1,0,1,6,1,1,9,5,0,0,2,0,2 +pinsova01,1961,1,CIN,NL,154,607,101,208,34,8,16,87,23,10,39,63,1,1,4,8,9 +pizarju01,1961,1,CHA,AL,40,69,10,17,3,1,0,5,1,0,5,19,0,1,1,1,2 +pleisbi01,1961,1,MIN,AL,37,9,0,1,0,0,0,0,0,0,0,5,0,0,0,0,0 +podrejo01,1961,1,LAN,NL,32,69,3,16,2,0,0,7,0,0,2,8,0,0,4,1,2 +posadle01,1961,1,KC1,AL,116,344,37,87,10,4,7,53,0,0,36,84,1,4,4,12,8 +postwa01,1961,1,CIN,NL,99,282,44,83,16,3,20,57,0,1,22,61,1,1,0,1,7 +powelbo01,1961,1,BAL,AL,4,13,0,1,0,0,0,1,0,0,0,2,0,0,0,0,0 +powervi01,1961,1,CLE,AL,147,563,64,151,34,4,5,63,4,3,38,16,5,1,8,12,19 +prescbo01,1961,1,KC1,AL,10,12,0,1,0,0,0,0,0,0,2,5,0,0,0,0,1 +purkebo01,1961,1,CIN,NL,36,80,6,8,2,0,1,4,0,0,2,32,0,1,7,0,2 +rakowed01,1961,1,KC1,AL,45,29,4,3,0,0,0,2,0,0,1,10,0,0,3,1,1 +ramospe01,1961,1,MIN,AL,53,93,8,16,1,0,3,11,0,0,3,42,0,1,2,1,1 +raymocl01,1961,1,ML1,NL,13,3,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +reedja01,1961,1,NYA,AL,28,13,4,2,0,0,0,1,0,0,1,1,0,0,0,0,0 +reganph01,1961,1,DET,AL,33,40,4,3,1,0,0,1,0,0,3,15,0,0,3,0,1 +renifha01,1961,1,NYA,AL,25,5,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +repulri01,1961,1,BOS,AL,15,25,2,7,1,0,0,1,0,2,1,5,0,0,0,0,0 +retzeke01,1961,1,WS2,AL,16,53,7,18,4,0,1,3,1,0,4,5,0,0,0,0,1 +ricede01,1961,1,LAA,AL,44,83,11,20,4,0,4,11,0,1,20,19,5,0,3,1,1 +richabo01,1961,1,NYA,AL,162,662,80,173,17,5,3,49,9,7,30,23,1,2,10,2,15 +riverji01,1961,1,CHA,AL,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0 +riverji01,1961,2,KC1,AL,64,141,20,34,8,0,2,10,6,2,24,14,0,0,0,0,3 +roachme01,1961,1,ML1,NL,13,36,3,6,0,0,1,6,0,0,2,4,0,2,1,1,0 +roachme01,1961,2,CHN,NL,23,39,1,5,2,0,0,1,1,0,3,9,0,0,0,0,3 +roarkmi01,1961,1,DET,AL,86,229,21,51,6,1,2,22,0,0,20,31,3,0,2,2,6 +roberro01,1961,1,PHI,NL,26,33,1,3,0,0,0,0,0,0,1,11,0,1,1,0,1 +robinbr01,1961,1,BAL,AL,163,668,89,192,38,7,7,61,1,3,47,57,2,4,8,9,21 +robinea01,1961,1,BAL,AL,96,222,37,59,12,3,8,30,4,3,31,54,1,0,2,1,5 +robinfl01,1961,1,CHA,AL,132,432,69,134,20,7,11,59,7,4,52,32,3,4,3,1,4 +robinfr02,1961,1,CIN,NL,153,545,117,176,32,7,37,124,22,3,71,64,23,10,0,10,15 +rodgean01,1961,1,CHN,NL,73,214,27,57,17,0,6,23,1,1,25,54,1,1,1,2,6 +rodgebu01,1961,1,LAA,AL,16,56,8,18,2,0,2,13,0,0,1,6,0,0,0,0,3 +roebued01,1961,1,LAN,NL,5,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +rolliri01,1961,1,MIN,AL,13,17,3,5,1,0,0,3,0,0,2,2,0,1,0,0,0 +romanjo01,1961,1,CLE,AL,142,509,76,152,29,1,21,80,0,0,61,60,3,5,1,4,10 +roofph01,1961,1,ML1,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rosebjo01,1961,1,LAN,NL,128,394,59,99,16,6,18,59,6,4,56,62,8,4,2,6,1 +roselbo01,1961,1,CHA,AL,22,38,2,10,3,0,0,4,0,0,0,11,0,0,1,0,1 +runnepe01,1961,1,BOS,AL,143,360,49,114,20,3,3,38,5,1,46,32,2,3,2,3,12 +sadecra01,1961,1,SLN,NL,36,87,6,22,4,0,0,12,0,0,1,7,0,0,2,0,0 +sadowbo01,1961,1,PHI,NL,16,54,4,7,0,0,0,0,1,0,4,7,0,1,0,0,2 +sadowed01,1961,1,LAA,AL,69,164,16,38,13,0,4,12,2,3,11,33,1,0,2,1,3 +sadowte01,1961,1,MIN,AL,15,6,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +sanfoja02,1961,1,SFN,NL,39,74,13,16,2,0,3,6,0,0,5,22,0,0,5,1,2 +santoro01,1961,1,CHN,NL,154,578,84,164,32,6,23,83,2,3,73,77,7,0,1,3,25 +satrito01,1961,1,LAA,AL,35,96,15,19,5,1,1,8,2,0,12,16,0,1,1,0,1 +sawatca01,1961,1,SLN,NL,86,174,23,52,8,0,10,33,0,0,25,17,7,0,0,1,4 +schafji01,1961,1,SLN,NL,68,153,15,39,7,0,1,16,0,0,9,29,1,1,4,0,5 +schafjo01,1961,1,CHN,NL,21,5,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +schafjo01,1961,2,CLE,AL,15,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +schilch01,1961,1,BOS,AL,158,646,87,167,25,2,5,62,7,6,78,77,0,2,11,1,8 +schmibo02,1961,1,SFN,NL,2,6,0,1,0,0,0,1,0,0,0,1,0,0,0,1,0 +schmibo02,1961,2,CIN,NL,27,70,4,9,0,0,1,4,0,0,8,14,1,0,1,0,5 +schoere01,1961,1,SLN,NL,72,120,9,36,9,0,1,12,1,0,12,6,2,0,1,0,1 +schofdi01,1961,1,PIT,NL,60,78,16,15,2,1,0,2,0,1,10,19,0,0,2,0,1 +schroal01,1961,1,MIN,AL,11,18,3,5,1,0,1,3,0,0,2,4,0,0,0,0,0 +schulba01,1961,1,CHN,NL,41,10,0,1,0,0,0,0,0,0,0,5,0,0,2,0,0 +schwado01,1961,1,BOS,AL,27,61,5,11,2,0,0,6,0,0,1,10,0,0,11,0,1 +scorehe01,1961,1,CHA,AL,8,6,0,0,0,0,0,0,0,0,0,5,0,0,1,0,0 +semprra01,1961,1,LAA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shantbo01,1961,1,PIT,NL,44,16,3,7,1,0,0,3,0,0,2,1,0,1,1,0,0 +shawbo01,1961,1,CHA,AL,14,18,0,0,0,0,0,0,0,0,3,6,0,0,2,0,1 +shawbo01,1961,2,KC1,AL,28,55,5,11,0,0,0,0,0,0,0,6,0,0,1,0,2 +sheldro01,1961,1,NYA,AL,36,56,1,7,0,0,0,4,0,0,2,24,0,0,2,0,0 +sherrla01,1961,1,LAN,NL,53,13,2,2,0,0,0,1,0,0,1,2,0,1,0,0,0 +sherrno01,1961,1,LAN,NL,47,121,10,31,2,0,5,21,0,0,9,30,2,0,0,0,7 +shetrba01,1961,1,BAL,AL,3,7,0,1,0,0,0,1,0,0,0,2,0,0,0,0,0 +shoemch01,1961,1,KC1,AL,7,26,5,10,2,0,0,1,0,0,2,2,0,0,0,0,1 +shortch02,1961,1,PHI,NL,40,37,1,6,0,0,0,2,1,0,1,10,0,0,7,0,2 +siebeno01,1961,1,KC1,AL,153,560,68,166,36,5,18,98,2,4,82,91,3,1,0,6,4 +sievero01,1961,1,CHA,AL,141,492,76,145,26,6,27,92,1,0,61,62,4,6,0,4,11 +simmocu01,1961,1,SLN,NL,32,66,9,20,3,0,0,6,0,0,8,22,0,0,3,0,1 +sisleda01,1961,1,WS2,AL,45,6,0,0,0,0,0,0,0,0,3,2,0,0,0,0,0 +skinnbo01,1961,1,PIT,NL,119,381,61,102,20,3,3,42,3,5,51,49,9,4,4,2,6 +skowrbi01,1961,1,NYA,AL,150,561,76,150,23,4,28,89,0,0,35,108,9,8,0,3,21 +smithal04,1961,1,CHA,AL,147,532,88,148,29,4,28,93,4,4,56,67,2,5,2,7,17 +smithbo04,1961,1,PHI,NL,79,174,16,44,7,0,2,18,0,1,15,32,2,1,0,2,5 +smithch04,1961,1,LAN,NL,9,24,4,6,1,0,2,3,0,0,1,6,0,0,0,0,0 +smithch04,1961,2,PHI,NL,112,411,43,102,13,4,9,47,3,4,23,76,3,5,10,3,7 +smithha08,1961,1,PIT,NL,67,193,12,43,10,0,3,26,0,0,11,38,1,1,2,1,6 +smithha09,1961,1,SLN,NL,45,125,6,31,4,1,0,10,0,0,11,12,4,1,3,2,3 +snidedu01,1961,1,LAN,NL,85,233,35,69,8,3,16,56,1,1,29,43,3,1,2,1,6 +snydeji02,1961,1,MIN,AL,3,5,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +snyderu01,1961,1,BAL,AL,115,312,46,91,13,5,1,13,5,3,20,32,0,0,8,1,4 +spahnwa01,1961,1,ML1,NL,39,94,13,21,7,0,4,15,0,0,7,33,0,1,2,2,1 +spangal01,1961,1,ML1,NL,68,97,23,26,2,0,0,6,4,2,28,9,2,0,0,0,0 +spencda01,1961,1,SLN,NL,37,130,19,33,4,0,4,21,1,0,23,17,3,0,0,0,8 +spencda01,1961,2,LAN,NL,60,189,27,46,7,0,8,27,0,1,20,35,1,4,3,1,5 +sprinja01,1961,1,LAA,AL,18,8,0,0,0,0,0,0,0,0,1,5,0,0,3,0,0 +sproubo01,1961,1,LAA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +staffbi01,1961,1,NYA,AL,36,67,5,12,2,1,0,3,0,0,4,11,0,0,3,0,0 +stalege01,1961,1,CHA,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stalege01,1961,2,KC1,AL,23,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +stalege01,1961,3,DET,AL,13,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +stalltr01,1961,1,BOS,AL,43,36,0,3,1,0,0,3,0,0,0,12,0,0,4,0,1 +stangle01,1961,1,MIN,AL,7,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +stephge01,1961,1,BAL,AL,32,58,4,11,2,0,0,2,1,1,14,7,0,0,0,0,0 +stephge01,1961,2,KC1,AL,62,183,22,38,6,1,4,26,3,2,16,27,0,2,2,0,2 +steverc01,1961,1,WS2,AL,33,62,2,8,1,0,0,2,1,0,7,15,0,0,0,0,3 +stigmdi01,1961,1,CLE,AL,22,16,1,2,0,0,0,1,0,0,0,7,0,0,0,0,1 +stillro01,1961,1,WS2,AL,8,16,3,2,1,0,0,1,0,0,1,4,0,0,0,0,0 +stobbch01,1961,1,MIN,AL,24,8,2,3,1,0,0,1,0,0,1,2,0,0,0,0,0 +stockwe01,1961,1,BAL,AL,35,11,0,0,0,0,0,0,0,0,1,10,0,0,0,0,0 +stuardi01,1961,1,PIT,NL,138,532,83,160,28,8,35,117,0,3,34,121,1,4,1,5,22 +sturdto01,1961,1,WS2,AL,15,26,1,2,0,0,0,0,0,0,2,5,0,0,4,0,0 +sturdto01,1961,2,PIT,NL,13,32,2,8,0,0,0,1,0,1,0,8,0,0,1,0,1 +sullifr01,1961,1,PHI,NL,49,33,2,5,0,0,0,2,0,0,5,10,0,0,3,0,1 +sulliha02,1961,1,KC1,AL,117,331,42,80,16,2,6,40,1,0,46,45,0,0,1,1,9 +tannech01,1961,1,LAA,AL,7,8,0,1,0,0,0,0,0,0,2,2,0,0,0,0,0 +tasbywi01,1961,1,WS2,AL,141,494,54,124,13,2,17,63,4,10,58,94,2,2,3,4,15 +taussdo01,1961,1,SLN,NL,98,188,27,54,14,5,2,25,2,2,16,34,0,0,3,3,5 +tayloha04,1961,1,ML1,NL,20,26,1,5,0,0,1,1,0,1,3,11,0,0,0,0,0 +taylosa02,1961,1,CHN,NL,89,235,26,56,8,2,8,23,0,0,23,39,7,4,1,1,6 +tayloto02,1961,1,PHI,NL,106,400,47,100,17,3,2,26,11,5,29,59,4,2,6,0,10 +templjo01,1961,1,CLE,AL,129,518,73,143,22,3,3,30,9,5,61,36,1,0,7,2,12 +terryra01,1961,1,NYA,AL,31,66,3,15,2,0,0,5,0,0,1,16,0,0,5,1,1 +thackmo01,1961,1,CHN,NL,25,35,3,6,0,0,0,2,0,0,11,11,1,1,0,0,1 +thomafr03,1961,1,CHN,NL,15,50,7,13,2,0,2,6,0,0,2,8,0,0,0,0,3 +thomafr03,1961,2,ML1,NL,124,423,58,120,13,3,25,67,2,4,29,70,7,6,2,4,16 +thomage01,1961,1,DET,AL,17,6,2,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +thomage01,1961,2,LAA,AL,79,282,39,79,12,1,13,59,3,6,21,66,1,3,3,2,3 +thomale03,1961,1,NYA,AL,2,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +thomale03,1961,2,LAA,AL,130,450,77,128,11,5,24,70,0,5,47,74,2,2,2,3,12 +thomava01,1961,1,CLE,AL,27,86,7,18,3,0,2,6,0,0,6,7,0,0,0,0,7 +thronfa01,1961,1,LAA,AL,24,31,1,6,1,0,0,0,0,0,5,10,0,0,1,0,1 +thronma01,1961,1,KC1,AL,40,130,17,31,2,1,6,24,0,0,19,30,1,0,1,0,4 +thronma01,1961,2,BAL,AL,56,96,9,20,3,0,5,11,0,0,12,20,0,0,0,0,2 +tiefebo01,1961,1,SLN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +torgeea01,1961,1,CHA,AL,20,15,1,1,0,0,0,1,0,0,3,5,0,0,0,1,1 +torgeea01,1961,2,NYA,AL,22,18,3,2,0,0,0,0,0,1,8,3,0,0,0,0,1 +torrejo01,1961,1,ML1,NL,113,406,40,113,21,4,10,42,3,5,28,60,4,4,2,1,10 +treshto01,1961,1,NYA,AL,9,8,1,2,0,0,0,0,0,0,0,1,0,0,0,0,1 +triangu01,1961,1,BAL,AL,115,397,35,97,21,0,17,63,0,0,44,60,7,1,1,2,13 +turlebo01,1961,1,NYA,AL,15,21,1,2,0,0,0,3,0,0,0,11,0,0,3,1,1 +tuttlbi01,1961,1,KC1,AL,25,84,15,22,2,2,0,8,0,0,9,9,0,0,2,0,2 +tuttlbi01,1961,2,MIN,AL,113,370,38,91,12,3,5,38,1,3,43,41,4,0,7,5,13 +umbriji01,1961,1,PIT,NL,1,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +valdijo01,1961,1,MIN,AL,76,149,15,29,5,0,1,9,1,1,8,19,0,0,0,1,6 +valoel01,1961,1,MIN,AL,33,32,0,5,2,0,0,4,0,0,3,3,1,1,0,0,2 +valoel01,1961,2,PHI,NL,50,43,4,8,2,0,1,8,0,0,8,6,0,1,0,0,0 +vealco01,1961,1,WS2,AL,69,218,21,44,10,0,0,8,1,8,19,29,0,3,10,2,3 +versazo01,1961,1,MIN,AL,129,510,65,143,25,5,7,53,16,9,25,61,2,1,4,2,8 +virdobi01,1961,1,PIT,NL,146,599,81,156,22,8,9,58,5,8,49,45,1,0,5,7,4 +virgioz01,1961,1,DET,AL,20,30,1,4,0,0,1,1,0,0,1,5,0,0,0,0,2 +virgioz01,1961,2,KC1,AL,11,21,1,3,0,0,0,0,0,0,0,3,0,0,0,0,5 +wagnele01,1961,1,LAA,AL,133,453,74,127,19,2,28,79,5,1,48,65,2,3,0,7,5 +walkeje01,1961,1,KC1,AL,45,64,6,16,2,0,0,7,0,0,3,9,0,0,1,0,1 +wallsle01,1961,1,PHI,NL,91,261,32,73,6,4,8,30,2,2,19,48,1,0,5,0,9 +walteke01,1961,1,PHI,NL,86,180,23,41,8,2,2,14,2,2,5,25,0,1,3,1,6 +warwica01,1961,1,LAN,NL,19,11,2,1,0,0,0,1,0,0,2,3,0,0,0,0,1 +warwica01,1961,2,SLN,NL,55,152,27,38,6,2,4,16,3,0,18,33,0,0,4,3,2 +washbra01,1961,1,SLN,NL,3,8,1,1,0,0,0,0,0,0,0,4,0,0,0,0,0 +wertzvi01,1961,1,BOS,AL,99,317,33,83,16,2,11,60,0,0,38,43,3,2,0,6,11 +wertzvi01,1961,2,DET,AL,8,6,0,1,0,0,0,1,0,0,0,1,0,0,0,0,0 +whisepe01,1961,1,MIN,AL,10,6,1,0,0,0,0,0,0,0,1,2,0,0,0,0,0 +whisepe01,1961,2,CIN,NL,26,15,6,3,0,0,0,1,1,0,2,4,0,0,0,0,1 +whitebi03,1961,1,SLN,NL,153,591,89,169,28,11,20,90,8,11,64,84,4,1,2,5,13 +whitesa02,1961,1,ML1,NL,21,63,1,14,1,0,1,5,0,0,2,9,0,0,2,1,1 +wickeda01,1961,1,KC1,AL,17,3,1,2,1,0,0,3,0,0,0,0,0,0,0,0,0 +wilheho01,1961,1,BAL,AL,51,20,1,1,0,0,0,2,0,0,2,10,0,0,2,0,1 +willbo01,1961,1,CHN,NL,86,113,9,29,9,0,0,8,0,1,15,19,0,0,1,1,1 +willeca01,1961,1,ML1,NL,35,54,0,1,0,0,0,0,0,0,1,26,0,0,3,0,0 +willibi01,1961,1,CHN,NL,146,529,75,147,20,7,25,86,6,0,45,70,11,5,1,4,11 +willidi02,1961,1,BAL,AL,103,310,37,64,15,2,8,24,0,4,20,38,0,0,5,5,7 +willige01,1961,1,PHI,NL,17,36,4,9,0,0,0,1,0,0,4,4,0,0,1,0,0 +willist02,1961,1,LAN,NL,41,78,3,13,2,0,0,5,0,0,7,39,0,0,6,0,1 +willsma01,1961,1,LAN,NL,148,613,105,173,12,10,1,31,35,15,59,50,2,1,13,1,6 +willste01,1961,1,BOS,AL,17,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +windhgo01,1961,1,LAN,NL,34,33,10,8,2,1,2,6,0,1,4,3,1,0,0,0,1 +wittge01,1961,1,PIT,NL,9,2,0,1,1,0,0,0,0,0,0,0,0,0,1,0,0 +woodeha01,1961,1,WS2,AL,7,16,0,2,0,0,0,0,0,0,0,9,0,0,0,0,0 +woodeha01,1961,2,DET,AL,12,4,1,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +woodja01,1961,1,DET,AL,162,663,96,171,17,14,11,69,30,9,58,141,2,4,2,4,8 +woodlge01,1961,1,WS2,AL,110,342,39,107,16,4,10,57,1,0,50,24,3,2,1,1,10 +woodsji01,1961,1,PHI,NL,23,48,6,11,3,0,2,9,0,0,4,15,2,1,1,1,3 +woodwi01,1961,1,BOS,AL,6,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +wrighme01,1961,1,CHN,NL,11,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +wyattjo02,1961,1,KC1,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wynnea01,1961,1,CHA,AL,17,37,4,6,0,0,0,2,0,0,3,11,0,0,1,0,1 +yastrca01,1961,1,BOS,AL,148,583,71,155,31,6,11,80,6,5,50,96,3,3,2,5,19 +yosted01,1961,1,LAA,AL,76,213,29,43,4,0,3,15,0,1,50,48,0,2,2,0,2 +zannido01,1961,1,SFN,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +zimmedo01,1961,1,CHN,NL,128,477,57,120,25,4,13,40,5,1,25,70,1,2,7,1,16 +zimmeje01,1961,1,CIN,NL,76,204,8,42,5,0,0,10,1,1,11,21,0,2,4,1,10 +zipfebu01,1961,1,WS2,AL,50,170,17,34,7,5,4,18,1,1,15,49,0,0,3,2,3 +zupofr01,1961,1,BAL,AL,5,4,1,2,1,0,0,0,0,0,1,1,0,0,0,0,0 +aaronha01,1962,1,ML1,NL,156,592,127,191,28,6,45,128,15,7,66,73,14,3,0,6,14 +aaronto01,1962,1,ML1,NL,141,334,54,77,20,2,8,38,6,0,41,58,0,0,4,3,10 +adairje01,1962,1,BAL,AL,139,538,67,153,29,4,11,48,7,7,27,77,1,2,4,3,15 +adcocjo01,1962,1,ML1,NL,121,391,48,97,12,1,29,78,2,0,50,91,8,1,2,3,18 +ageeto01,1962,1,CLE,AL,5,14,0,3,0,0,0,2,0,0,0,4,0,0,0,0,0 +aguirha01,1962,1,DET,AL,42,75,0,2,0,0,0,1,0,0,1,46,0,0,4,0,1 +allenbe01,1962,1,MIN,AL,159,573,79,154,27,7,12,64,0,1,62,82,10,0,7,4,9 +allenbo04,1962,1,CLE,AL,30,5,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +allisbo01,1962,1,MIN,AL,149,519,102,138,24,8,29,102,8,5,84,115,0,4,3,3,9 +aloufe01,1962,1,SFN,NL,154,561,96,177,30,3,25,98,10,7,33,66,2,5,2,5,4 +alouma01,1962,1,SFN,NL,78,195,28,57,8,1,3,14,3,1,14,17,0,3,1,0,3 +altmage01,1962,1,CHN,NL,147,534,74,170,27,5,22,74,19,7,62,89,14,5,0,2,8 +alusige01,1962,1,DET,AL,2,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +alusige01,1962,2,KC1,AL,90,209,29,57,10,1,11,35,1,1,16,29,1,1,1,1,4 +alvarro01,1962,1,CIN,NL,14,28,1,6,0,0,0,2,0,0,1,10,0,0,0,0,0 +alvisma01,1962,1,CLE,AL,12,51,1,11,2,0,0,3,3,1,2,13,0,0,0,0,0 +amalfjo01,1962,1,HOU,NL,117,380,44,90,12,5,1,27,4,4,45,43,5,1,5,3,13 +amaroru01,1962,1,PHI,NL,79,226,24,55,10,0,0,19,5,2,30,28,4,1,4,4,6 +anderbo01,1962,1,CHN,NL,57,23,1,3,0,1,0,1,0,0,2,10,0,0,2,0,1 +andercr01,1962,1,NYN,NL,50,32,2,3,0,0,0,0,0,0,1,12,0,0,3,0,0 +anderjo02,1962,1,SLN,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +anderjo02,1962,2,HOU,NL,10,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +aparilu01,1962,1,CHA,AL,153,581,72,140,23,5,7,40,31,12,32,36,1,1,4,4,11 +archeji02,1962,1,KC1,AL,18,1,0,1,0,0,0,2,0,0,0,0,0,0,0,0,0 +arrigge01,1962,1,MIN,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +arroylu01,1962,1,NYA,AL,27,4,0,2,0,0,0,0,0,0,0,1,0,0,0,0,0 +ashburi01,1962,1,NYN,NL,135,389,60,119,7,3,7,28,12,7,81,39,2,0,1,2,4 +asprobo01,1962,1,HOU,NL,149,534,59,142,18,4,11,59,4,5,46,54,4,8,5,3,10 +asproke01,1962,1,CLE,AL,20,28,4,4,2,0,0,1,0,0,6,5,1,0,0,1,0 +asproke01,1962,2,ML1,NL,34,79,11,23,2,0,0,7,0,1,6,5,0,1,0,2,6 +averiea02,1962,1,LAA,AL,92,187,21,41,9,0,4,22,0,0,43,47,3,1,0,1,2 +azcuejo01,1962,1,KC1,AL,72,223,18,51,9,1,2,25,1,0,17,27,7,3,1,4,3 +bailebo01,1962,1,PIT,NL,14,42,6,7,2,1,0,6,1,1,6,10,0,0,2,0,0 +baileed01,1962,1,SFN,NL,96,254,32,59,9,1,17,45,1,1,42,42,5,6,0,3,6 +bairdbo01,1962,1,WS2,AL,3,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +baldsja01,1962,1,PHI,NL,67,16,1,1,0,0,0,0,0,0,2,7,0,0,2,0,0 +balsato01,1962,1,CHN,NL,18,5,1,1,1,0,0,0,0,0,0,3,0,0,0,0,0 +bankser01,1962,1,CHN,NL,154,610,87,164,20,6,37,104,5,1,30,71,3,7,0,10,19 +banksge01,1962,1,MIN,AL,63,103,22,26,0,2,4,15,0,0,21,27,0,1,1,4,6 +barbest01,1962,1,BAL,AL,28,42,2,3,0,0,0,1,0,0,2,24,0,1,5,0,0 +barracu01,1962,1,CHN,NL,58,134,11,27,6,1,0,12,0,2,21,28,1,0,1,2,6 +bassno01,1962,1,KC1,AL,22,22,1,1,0,0,0,0,0,0,2,13,0,0,1,0,0 +batteea01,1962,1,MIN,AL,148,522,58,146,20,3,11,57,0,0,57,48,3,0,8,4,20 +baumafr01,1962,1,CHA,AL,40,30,3,8,2,1,0,4,0,0,6,9,0,0,1,1,0 +bautaed01,1962,1,SLN,NL,20,4,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +bedelho01,1962,1,ML1,NL,58,138,15,27,1,2,0,2,1,0,11,22,0,0,1,0,1 +belinbo01,1962,1,LAA,AL,34,60,1,10,0,0,0,2,0,0,7,24,0,0,2,0,0 +bellga01,1962,1,CLE,AL,57,24,2,5,0,0,0,2,0,0,3,9,0,0,0,0,0 +bellgu01,1962,1,NYN,NL,30,101,8,15,2,0,1,6,0,1,10,7,0,0,2,2,2 +bellgu01,1962,2,ML1,NL,79,214,28,61,11,3,5,24,0,0,12,17,2,0,1,1,3 +bennede01,1962,1,PHI,NL,31,63,3,8,0,0,1,7,0,0,3,23,0,0,3,0,1 +berrayo01,1962,1,NYA,AL,86,232,25,52,8,0,10,35,0,1,24,18,4,2,0,5,7 +berryke01,1962,1,CHA,AL,3,6,2,2,0,0,0,0,0,0,0,0,0,0,0,0,0 +bertedi01,1962,1,CHN,NL,77,215,19,65,6,2,2,18,0,1,13,30,5,1,5,1,4 +bertore01,1962,1,DET,AL,5,0,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bilkost01,1962,1,LAA,AL,64,164,26,47,9,1,8,38,1,1,25,35,0,2,0,7,5 +blacket01,1962,1,ML1,NL,6,13,0,2,1,0,0,0,0,0,1,8,0,0,0,0,0 +blancjo01,1962,1,NYA,AL,93,246,33,57,7,0,13,39,0,0,28,32,0,1,0,3,3 +blasido01,1962,1,CIN,NL,141,494,77,139,9,7,2,35,4,3,63,44,2,2,9,2,4 +bolesca01,1962,1,SFN,NL,19,24,4,9,0,0,0,1,0,0,0,6,0,0,1,0,2 +bolinbo01,1962,1,SFN,NL,41,23,3,6,2,0,0,4,0,0,1,9,0,0,0,0,0 +bollifr01,1962,1,ML1,NL,122,406,45,110,17,4,9,43,2,2,35,45,3,4,4,3,7 +bondwa01,1962,1,CLE,AL,12,50,10,19,3,0,6,17,1,0,4,9,1,0,0,0,1 +bonikjo01,1962,1,MIN,AL,30,27,3,4,0,0,0,0,0,0,1,15,0,0,2,0,0 +boozejo01,1962,1,PHI,NL,9,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +borosst01,1962,1,DET,AL,116,356,46,81,14,1,16,47,3,1,53,62,3,3,3,2,7 +botzbo01,1962,1,LAA,AL,35,9,1,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +bouched01,1962,1,NYN,NL,50,87,7,14,2,0,3,10,0,0,18,17,2,0,0,1,2 +bouldca01,1962,1,WS2,AL,7,7,0,0,0,0,0,0,0,0,0,5,0,0,0,0,0 +boutoji01,1962,1,NYA,AL,38,32,0,2,0,0,0,1,0,0,3,10,0,0,4,1,0 +bowmaer01,1962,1,SFN,NL,46,42,9,8,1,0,1,4,0,1,1,10,0,1,2,0,1 +bowsfte01,1962,1,LAA,AL,44,37,7,6,1,0,0,1,0,0,6,15,0,0,4,0,0 +boyercl02,1962,1,NYA,AL,158,566,85,154,24,1,18,68,3,2,51,106,8,3,5,8,17 +boyerke01,1962,1,SLN,NL,160,611,92,178,27,5,24,98,12,7,75,104,7,1,2,2,15 +brancha01,1962,1,SLN,NL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +brandja01,1962,1,BAL,AL,143,505,76,129,29,5,19,75,9,3,55,64,2,4,1,5,11 +breedma01,1962,1,BAL,AL,95,240,27,59,10,1,2,18,2,2,8,41,0,1,3,0,1 +bressed01,1962,1,BOS,AL,153,599,79,166,40,9,14,68,2,3,46,118,4,2,7,3,14 +breweji01,1962,1,CHN,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bridgma01,1962,1,NYA,AL,52,14,0,0,0,0,0,0,0,0,0,7,0,0,1,0,0 +brighha01,1962,1,WS2,AL,113,392,55,107,15,4,17,67,2,1,26,51,0,2,2,3,14 +brinked01,1962,1,WS2,AL,54,133,8,22,7,1,0,4,1,0,11,28,0,0,0,1,6 +brocklo01,1962,1,CHN,NL,123,434,73,114,24,7,9,35,16,7,35,96,4,3,0,5,5 +brogler01,1962,1,SLN,NL,34,72,5,10,0,0,0,5,0,0,3,18,0,0,6,0,1 +brosnji01,1962,1,CIN,NL,48,6,1,0,0,0,0,0,0,0,0,1,0,0,2,0,0 +browndi01,1962,1,DET,AL,134,431,40,104,12,0,12,40,0,1,21,66,7,2,5,2,11 +brownha01,1962,1,BAL,AL,22,28,1,8,0,0,0,1,0,0,0,9,0,0,2,0,1 +brownha01,1962,2,NYA,AL,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brownpa01,1962,1,PHI,NL,23,13,1,2,1,0,0,0,0,0,1,5,0,0,1,0,0 +brownpi01,1962,1,HOU,NL,65,100,8,21,4,2,1,10,0,0,13,9,0,0,0,1,8 +brucebo01,1962,1,HOU,NL,32,55,8,11,1,0,0,7,0,0,12,14,0,0,1,0,2 +brunege01,1962,1,HOU,NL,17,17,2,1,0,0,0,0,0,0,1,9,0,0,1,0,0 +brutobi01,1962,1,DET,AL,147,561,90,156,27,5,16,74,14,7,55,67,0,5,9,3,11 +bryanbi01,1962,1,KC1,AL,25,74,5,11,2,1,2,7,0,0,5,32,0,0,0,0,0 +buddido01,1962,1,HOU,NL,40,80,10,13,4,1,2,10,0,0,17,17,2,1,2,0,4 +buddido01,1962,2,DET,AL,31,83,14,19,3,0,0,4,1,0,20,16,0,1,2,0,0 +buhlbo01,1962,1,ML1,NL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +buhlbo01,1962,2,CHN,NL,34,69,2,0,0,0,0,1,1,1,6,35,0,1,7,1,0 +bunniji01,1962,1,DET,AL,43,95,9,23,2,1,1,5,0,0,1,19,0,1,4,1,1 +burdabo01,1962,1,SLN,NL,7,14,0,1,0,0,0,0,1,0,3,1,0,0,0,0,0 +burdefr01,1962,1,CHN,NL,8,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +burdele01,1962,1,ML1,NL,39,51,6,9,0,0,0,1,0,0,1,17,0,1,2,0,1 +burgesm01,1962,1,PIT,NL,103,360,38,118,19,2,13,61,0,1,31,19,9,0,2,6,6 +burgeto01,1962,1,LAA,AL,87,143,17,28,7,1,2,13,2,0,36,20,8,0,2,2,1 +burkele02,1962,1,LAA,AL,19,64,8,17,1,0,4,14,0,0,5,11,1,1,0,0,1 +burnspe01,1962,1,WS2,AL,40,35,2,2,0,0,0,0,0,0,2,19,0,0,5,0,1 +burrila01,1962,1,LAN,NL,115,249,35,51,6,5,4,30,4,3,21,67,5,0,3,3,5 +busbyji01,1962,1,HOU,NL,15,11,2,2,0,0,0,1,0,1,2,3,0,0,0,0,0 +butlece01,1962,1,ML1,NL,9,8,0,0,0,0,0,0,0,0,1,4,0,0,0,0,0 +butteto01,1962,1,PIT,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +buzhajo01,1962,1,CHA,AL,28,51,2,6,0,0,0,1,0,0,2,22,0,1,4,0,1 +callijo01,1962,1,PHI,NL,157,603,107,181,26,10,23,83,10,3,54,96,1,6,8,1,8 +camildo02,1962,1,LAN,NL,45,88,16,25,5,2,4,22,0,0,12,21,1,0,1,1,4 +campbji01,1962,1,HOU,NL,27,86,6,19,4,0,3,6,0,0,6,23,0,0,0,0,3 +cannich01,1962,1,NYN,NL,59,133,9,32,2,1,0,9,1,1,19,26,1,1,1,2,5 +cardele01,1962,1,CIN,NL,153,589,77,173,31,4,10,60,2,5,39,99,4,5,10,4,17 +cardwdo01,1962,1,CHN,NL,41,61,2,9,0,1,0,3,0,0,4,27,0,0,4,0,2 +careyan01,1962,1,LAN,NL,53,111,12,26,5,1,2,13,0,0,16,23,1,1,1,1,1 +carreca01,1962,1,CHA,AL,106,313,31,80,19,1,4,37,1,1,33,37,2,1,3,1,10 +casalje01,1962,1,DET,AL,18,8,0,0,0,0,0,0,0,0,1,4,0,0,0,0,0 +cashno01,1962,1,DET,AL,148,507,94,123,16,2,39,89,6,3,104,82,12,13,0,5,13 +causewa01,1962,1,KC1,AL,117,305,40,77,14,1,4,38,2,0,41,30,5,2,1,5,8 +cepedor01,1962,1,SFN,NL,162,625,105,191,26,1,35,114,10,4,37,97,8,6,1,7,16 +cervbo01,1962,1,NYA,AL,14,17,1,2,1,0,0,0,0,0,2,3,0,1,0,0,0 +cervbo01,1962,2,HOU,NL,19,31,2,7,0,0,2,3,0,0,2,10,0,0,0,0,2 +chacoel01,1962,1,NYN,NL,118,368,49,87,10,3,2,27,12,7,76,64,3,1,3,1,13 +chancde01,1962,1,LAA,AL,50,65,1,4,0,0,0,1,0,0,3,29,0,0,7,0,1 +charled01,1962,1,KC1,AL,147,535,81,154,24,7,17,74,20,4,54,70,0,4,9,2,11 +cheneto01,1962,1,WS2,AL,37,48,1,3,0,0,0,1,0,0,3,11,0,0,6,0,1 +chitiha01,1962,1,NYN,NL,15,41,2,8,1,0,0,0,0,0,1,8,0,1,0,0,2 +chrisjo01,1962,1,NYN,NL,119,271,36,66,10,2,6,32,11,3,35,42,0,4,3,1,4 +cicotal01,1962,1,HOU,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cimolgi01,1962,1,KC1,AL,152,550,67,151,20,15,10,71,2,1,40,89,2,2,8,6,12 +ciscoga01,1962,1,BOS,AL,23,25,0,2,1,0,0,0,0,0,3,8,0,0,0,0,0 +ciscoga01,1962,2,NYN,NL,4,7,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1 +clemedo01,1962,1,SLN,NL,48,93,12,22,1,1,1,12,0,0,17,19,1,0,1,0,3 +clemero01,1962,1,PIT,NL,144,538,95,168,28,9,10,74,6,4,35,73,9,1,1,6,18 +clenddo01,1962,1,PIT,NL,80,222,39,67,8,5,7,28,16,4,26,58,3,1,1,1,3 +clevete01,1962,1,NYA,AL,22,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +clinety01,1962,1,CLE,AL,118,375,53,93,15,5,2,28,5,4,28,50,0,5,2,1,5 +clintlo01,1962,1,BOS,AL,114,398,63,117,24,10,18,75,2,1,34,79,3,1,1,2,6 +clonito01,1962,1,ML1,NL,24,39,1,4,1,0,0,3,0,0,0,9,0,0,2,0,2 +coateji01,1962,1,NYA,AL,50,32,1,4,0,0,0,1,0,0,1,17,0,0,3,0,0 +cokerji01,1962,1,PHI,NL,5,3,0,0,0,0,0,1,0,0,1,2,0,0,0,1,0 +colavro01,1962,1,DET,AL,161,601,90,164,30,2,37,112,2,0,96,68,7,2,1,7,18 +colemch01,1962,1,NYN,NL,55,152,24,38,7,2,6,17,2,4,11,24,2,1,1,1,1 +colemgo01,1962,1,CIN,NL,136,476,73,132,13,1,28,86,2,3,36,68,4,3,2,2,12 +colluja01,1962,1,MIN,AL,8,4,0,0,0,0,0,1,0,0,0,1,0,0,0,1,0 +colluja01,1962,2,CLE,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +condera01,1962,1,CHA,AL,14,16,0,0,0,0,0,1,0,0,3,3,0,0,0,0,2 +conlege01,1962,1,BOS,AL,34,87,7,18,6,1,1,11,0,0,1,20,0,1,1,3,0 +consobi01,1962,1,PHI,NL,13,5,3,2,0,0,0,0,0,0,0,1,0,0,0,0,0 +consobi01,1962,2,LAA,AL,28,20,4,2,0,0,0,0,2,0,3,11,0,0,0,0,1 +consobi01,1962,3,KC1,AL,54,154,11,37,4,2,0,16,1,3,23,33,2,0,5,1,2 +constji01,1962,1,ML1,NL,3,5,0,0,0,0,0,0,0,0,1,2,0,0,1,0,0 +cookcl01,1962,1,CIN,NL,6,5,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +cookcl01,1962,2,NYN,NL,40,112,12,26,6,1,2,9,1,0,4,34,0,3,0,1,0 +cottich01,1962,1,WS2,AL,136,443,50,107,14,6,6,40,14,8,44,57,0,2,10,4,6 +coughma01,1962,1,LAA,AL,11,22,0,4,0,0,0,2,0,0,0,6,0,0,0,0,0 +coughma01,1962,2,KC1,AL,6,11,1,2,0,0,0,1,0,0,4,3,0,0,1,0,0 +coughma01,1962,3,CLE,AL,3,2,1,1,0,0,0,1,0,0,1,1,0,0,0,0,0 +covinwe01,1962,1,PHI,NL,116,304,36,86,12,1,9,44,0,0,19,44,1,2,1,5,9 +craigro01,1962,1,NYN,NL,42,76,1,4,0,0,0,2,0,0,4,33,0,1,4,0,1 +crandde01,1962,1,ML1,NL,107,350,35,104,12,3,8,45,3,4,27,24,2,2,6,3,16 +culleja01,1962,1,NYA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cunnijo01,1962,1,CHA,AL,149,526,91,155,32,7,8,70,3,3,101,59,3,7,10,8,8 +curtija01,1962,1,CHN,NL,4,4,0,1,0,0,0,0,0,0,1,2,0,0,0,0,0 +curtija01,1962,2,ML1,NL,30,18,1,4,1,0,0,1,0,0,3,7,0,0,0,0,0 +dailebi01,1962,1,CLE,AL,27,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +daleybu01,1962,1,NYA,AL,43,27,1,5,0,0,0,0,0,0,0,4,0,0,1,0,0 +dalrycl01,1962,1,PHI,NL,123,370,40,102,13,3,11,54,1,3,70,32,7,4,3,4,7 +daniebe02,1962,1,WS2,AL,44,46,2,6,1,0,1,6,1,0,0,27,0,0,4,0,0 +darwibo01,1962,1,LAA,AL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +davenji01,1962,1,SFN,NL,144,485,83,144,25,5,14,58,2,5,45,76,3,2,8,3,13 +daviara01,1962,1,NYN,NL,36,15,0,1,0,0,0,0,0,0,1,8,0,0,0,0,0 +davisja01,1962,1,PHI,NL,48,75,9,16,0,1,1,6,1,0,4,20,0,0,1,0,2 +davisro01,1962,1,HOU,NL,6,14,1,3,0,0,0,1,1,0,1,7,0,0,0,0,1 +davisto02,1962,1,LAN,NL,163,665,120,230,27,9,27,153,18,6,33,65,6,2,3,8,17 +daviswi02,1962,1,LAN,NL,157,600,103,171,18,10,21,85,32,7,42,72,10,6,10,8,14 +debusda01,1962,1,CHA,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +degermi01,1962,1,CHA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +delahmi01,1962,1,CLE,AL,12,12,0,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +delgrbo01,1962,1,KC1,AL,132,338,61,86,21,1,9,38,4,1,49,62,0,13,3,0,5 +delocik01,1962,1,BOS,AL,17,23,0,2,0,0,0,0,0,0,1,12,0,0,4,0,1 +demerjo01,1962,1,NYN,NL,14,16,3,3,0,0,1,1,0,0,2,4,0,0,0,0,0 +demetdo01,1962,1,PHI,NL,153,550,85,169,24,3,29,107,2,7,41,93,6,10,5,11,11 +dillado01,1962,1,CLE,AL,95,174,22,40,5,1,5,14,0,1,11,25,1,0,0,0,3 +ditmaar01,1962,1,KC1,AL,6,6,0,1,0,0,0,1,0,0,0,2,0,0,0,0,0 +donohji01,1962,1,LAA,AL,12,4,1,1,0,0,0,1,0,0,1,2,0,0,1,0,0 +donohji01,1962,2,MIN,AL,6,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +donovdi01,1962,1,CLE,AL,34,89,8,16,1,0,4,9,0,0,7,32,0,2,2,0,1 +downial01,1962,1,NYA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +drabomo01,1962,1,CIN,NL,23,17,0,0,0,0,0,0,0,0,1,14,0,0,1,0,0 +drabomo01,1962,2,KC1,AL,10,6,0,1,0,0,0,0,0,0,0,2,0,0,1,0,0 +drakesa01,1962,1,NYN,NL,25,52,2,10,0,0,0,7,0,0,6,12,1,0,1,0,0 +drottdi01,1962,1,HOU,NL,6,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1 +drysddo01,1962,1,LAN,NL,43,111,9,22,4,1,0,14,0,1,5,29,0,2,8,0,4 +duffaji01,1962,1,SFN,NL,24,6,0,0,0,0,0,0,0,0,1,4,0,0,1,0,0 +dulibbo01,1962,1,SLN,NL,28,4,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +durenry01,1962,1,LAA,AL,42,15,1,1,1,0,0,0,0,0,0,9,0,0,1,0,0 +earlear01,1962,1,BOS,AL,38,10,0,2,0,0,0,0,0,0,1,3,0,0,0,0,1 +edwardo01,1962,1,CLE,AL,53,143,13,39,6,0,3,9,0,0,9,14,0,2,0,0,2 +edwarjo01,1962,1,CIN,NL,133,452,47,115,28,5,8,50,1,1,45,70,9,1,2,2,5 +elliola01,1962,1,PIT,NL,8,10,2,3,0,0,1,2,0,0,0,1,0,0,0,0,0 +ellissa01,1962,1,CIN,NL,8,10,2,2,0,0,0,0,0,0,0,3,0,0,0,0,0 +ellswdi01,1962,1,CHN,NL,37,62,5,7,1,0,0,2,0,0,14,28,0,0,2,0,0 +elstodo01,1962,1,CHN,NL,57,8,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +espossa01,1962,1,CHA,AL,75,81,14,19,1,0,0,4,0,1,17,13,1,0,2,0,3 +essegch01,1962,1,CLE,AL,106,336,59,92,12,0,21,50,0,0,42,68,2,7,3,3,9 +estrach01,1962,1,BAL,AL,38,66,3,10,0,0,1,3,0,0,2,20,0,0,8,1,1 +etchean01,1962,1,BAL,AL,2,6,0,2,0,0,0,1,0,0,0,2,0,0,0,0,0 +facero01,1962,1,PIT,NL,63,12,1,1,0,0,0,0,0,0,0,2,0,0,1,0,0 +fairlro01,1962,1,LAN,NL,147,460,80,128,15,7,14,71,1,1,75,59,6,3,11,6,10 +farlebo01,1962,1,CHA,AL,35,53,7,10,1,1,1,4,0,1,13,13,0,0,0,0,0 +farlebo01,1962,2,DET,AL,36,50,9,8,2,0,1,4,0,0,14,10,0,0,0,1,0 +farretu01,1962,1,HOU,NL,43,78,3,14,1,0,2,3,0,0,0,28,0,1,3,0,1 +faulbi01,1962,1,DET,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fazioer01,1962,1,HOU,NL,12,12,3,1,0,0,0,1,0,0,2,5,0,0,0,0,0 +fernach01,1962,1,DET,AL,141,503,64,125,17,2,20,59,10,3,42,69,2,0,12,3,12 +ferrado01,1962,1,PHI,NL,5,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +ferrado01,1962,2,SLN,NL,38,5,1,1,0,0,1,2,0,0,0,3,0,0,0,0,1 +fischbi01,1962,1,KC1,AL,34,38,1,4,1,0,0,1,0,0,0,8,0,0,1,0,1 +fischha01,1962,1,ML1,NL,29,4,1,0,0,0,0,0,0,0,1,3,0,0,0,0,0 +fisheed02,1962,1,CHA,AL,57,46,2,6,2,1,0,2,0,0,2,12,0,0,8,0,4 +fisheja01,1962,1,BAL,AL,33,49,9,5,0,0,0,2,0,0,6,17,0,0,3,0,1 +fletcto01,1962,1,DET,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +floodcu01,1962,1,SLN,NL,151,635,99,188,30,5,12,70,8,6,42,57,0,10,8,6,11 +foileha01,1962,1,CIN,NL,43,131,17,36,6,1,7,25,0,0,13,39,3,0,1,0,2 +fordwh01,1962,1,NYA,AL,38,85,5,10,2,0,0,5,1,0,8,22,0,1,3,2,0 +fornimi01,1962,1,BOS,AL,42,16,1,3,0,0,0,0,0,0,0,6,0,0,1,0,1 +fossla01,1962,1,NYN,NL,5,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fowlear01,1962,1,LAA,AL,48,11,1,3,0,0,0,4,0,0,1,2,0,0,0,0,0 +foxne01,1962,1,CHA,AL,157,621,79,166,27,7,2,54,1,2,38,12,0,7,13,5,13 +foxte01,1962,1,DET,AL,47,8,3,2,1,0,0,0,0,0,4,4,0,0,1,0,0 +foytapa01,1962,1,DET,AL,29,42,4,6,0,0,0,5,0,0,2,11,0,0,2,0,1 +francea01,1962,1,PIT,NL,36,61,4,10,3,0,1,7,0,0,1,23,0,0,3,0,1 +francti01,1962,1,CLE,AL,158,621,82,169,28,5,14,70,3,2,47,74,3,7,8,7,8 +freesge02,1962,1,CIN,NL,18,42,2,6,1,0,0,1,0,0,6,8,2,0,0,0,2 +fregoji01,1962,1,LAA,AL,58,175,15,51,3,4,3,23,2,1,18,27,1,0,2,1,4 +frienbo01,1962,1,PIT,NL,39,91,3,11,2,0,0,5,0,0,0,31,0,0,8,0,1 +funkfr01,1962,1,CLE,AL,47,15,0,1,0,0,0,0,0,0,0,8,0,0,0,0,0 +gainejo01,1962,1,CIN,NL,64,52,12,12,3,0,1,7,0,0,8,16,0,0,0,0,1 +gallado01,1962,1,DET,AL,9,6,0,2,0,0,0,0,0,0,2,4,0,0,0,0,0 +gardnbi02,1962,1,NYA,AL,4,1,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +gardnbi02,1962,2,BOS,AL,53,199,22,54,9,2,0,12,0,1,10,39,0,1,2,0,4 +garibbo01,1962,1,SFN,NL,9,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +geigega01,1962,1,BOS,AL,131,466,67,116,18,4,16,54,18,11,67,66,3,2,5,3,5 +gentiji01,1962,1,BAL,AL,152,545,80,137,21,1,33,87,1,0,77,100,16,7,0,10,13 +gerarda01,1962,1,CHN,NL,39,8,0,3,0,0,0,0,0,0,1,2,0,0,0,0,0 +gerbege01,1962,1,CHN,NL,1,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +gernedi01,1962,1,HOU,NL,10,24,1,5,0,0,0,1,0,0,5,7,0,0,0,0,0 +gibbojo01,1962,1,PIT,NL,19,17,0,3,0,0,0,0,0,0,0,5,0,0,1,0,0 +gibbsja01,1962,1,NYA,AL,2,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gibsobo01,1962,1,SLN,NL,42,76,11,20,0,0,2,5,0,0,4,28,0,3,6,1,1 +giggibo01,1962,1,KC1,AL,4,4,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +giledo01,1962,1,BOS,AL,18,41,3,2,0,0,1,3,0,0,3,15,0,1,0,0,3 +gilliji01,1962,1,LAN,NL,160,588,83,159,24,1,4,43,17,7,93,35,0,2,15,4,10 +ginsbjo01,1962,1,NYN,NL,2,5,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +giustda01,1962,1,HOU,NL,26,24,3,7,1,0,0,1,0,0,2,7,0,0,1,0,1 +gladdfr01,1962,1,DET,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +goldeji01,1962,1,HOU,NL,43,54,7,12,2,2,0,8,0,0,1,6,0,1,3,0,1 +goldypu01,1962,1,DET,AL,20,70,8,16,1,1,3,12,0,0,0,12,0,1,0,1,3 +gomezru01,1962,1,CLE,AL,16,13,0,3,0,0,0,0,0,0,0,0,0,0,0,0,0 +gomezru01,1962,2,MIN,AL,6,5,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +gondeje01,1962,1,CIN,NL,4,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +gonzato01,1962,1,PHI,NL,118,437,76,132,16,4,20,63,17,8,40,82,5,9,2,2,8 +goodmbi01,1962,1,HOU,NL,82,161,12,41,4,1,0,10,0,0,12,11,2,0,1,0,6 +goryljo01,1962,1,MIN,AL,37,26,6,5,0,1,2,2,0,0,2,6,0,0,1,0,1 +gossho01,1962,1,PIT,NL,89,111,19,27,6,0,2,10,5,2,9,36,0,1,1,0,2 +gotayju01,1962,1,SLN,NL,127,369,47,94,12,1,2,27,7,3,27,47,6,6,4,0,14 +grammal01,1962,1,SLN,NL,21,18,0,2,0,0,0,1,0,0,1,6,1,0,0,0,1 +grammal01,1962,2,CHN,NL,23,60,3,14,3,0,0,3,1,1,2,7,0,1,0,0,3 +grantmu01,1962,1,CLE,AL,30,53,4,8,3,0,0,3,0,0,2,18,0,0,1,0,0 +grbael01,1962,1,LAA,AL,42,58,5,12,1,0,1,7,0,0,4,14,0,0,3,0,0 +greenda02,1962,1,PHI,NL,47,32,5,2,0,0,0,0,1,0,4,18,0,0,3,0,0 +greenfr01,1962,1,WS2,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +greenge01,1962,1,CLE,AL,66,143,16,40,4,1,11,28,0,0,8,21,0,0,0,1,6 +greenle01,1962,1,MIN,AL,158,619,97,168,33,3,14,63,8,4,88,36,2,8,4,5,8 +greenpu01,1962,1,BOS,AL,56,91,12,21,2,1,2,11,1,0,11,18,0,0,0,2,0 +grimbo01,1962,1,KC1,AL,12,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +groatdi01,1962,1,PIT,NL,161,678,76,199,34,3,2,61,2,1,31,61,1,3,5,6,14 +haddiha01,1962,1,PIT,NL,28,52,9,13,3,1,1,5,0,0,1,11,0,0,0,1,1 +halldi01,1962,1,BAL,AL,44,24,3,4,1,0,0,1,0,0,4,9,0,0,2,0,0 +halleto01,1962,1,SFN,NL,99,272,53,71,13,1,18,55,1,4,51,59,1,4,3,1,3 +hamilja01,1962,1,PHI,NL,41,54,1,3,0,0,0,1,0,0,2,29,0,0,5,0,1 +hamilst01,1962,1,WS2,AL,43,26,1,2,0,1,0,2,0,0,1,7,0,0,3,0,1 +hamlike01,1962,1,WS2,AL,98,292,29,74,12,0,3,22,7,7,22,22,0,0,1,3,6 +hamnegr01,1962,1,KC1,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hannaji01,1962,1,WS2,AL,42,11,0,1,0,0,0,0,0,0,0,8,0,0,0,0,0 +hansero02,1962,1,BAL,AL,71,196,12,34,7,0,3,17,0,1,30,36,3,2,1,0,8 +hardyca01,1962,1,BOS,AL,115,362,52,78,13,5,8,36,3,7,54,68,1,2,3,4,9 +harknti01,1962,1,LAN,NL,92,62,9,16,2,0,2,7,1,0,10,20,1,1,0,0,0 +harpeto01,1962,1,CIN,NL,6,23,1,4,0,0,0,1,1,0,2,6,0,0,0,0,1 +hartmbo01,1962,1,CLE,AL,8,7,0,0,0,0,0,0,0,0,1,4,0,0,0,0,0 +hartmjc01,1962,1,HOU,NL,51,148,11,33,5,0,0,5,1,1,4,16,0,1,0,0,4 +hawkiwy01,1962,1,CLE,AL,3,0,1,0,0,0,0,1,0,0,1,0,0,0,0,0,0 +heistal01,1962,1,HOU,NL,27,72,4,16,1,0,0,3,0,0,3,9,0,1,0,0,5 +heldwo01,1962,1,CLE,AL,139,466,55,116,12,2,19,58,5,1,73,107,5,11,3,2,13 +hendlbo01,1962,1,ML1,NL,36,59,8,7,1,0,1,6,0,0,6,14,0,1,3,0,1 +henrybi01,1962,1,CIN,NL,40,3,0,1,0,0,0,1,0,0,0,2,0,0,0,0,0 +herbera01,1962,1,CHA,AL,35,82,6,16,5,0,2,9,0,0,5,16,0,1,3,1,2 +herrnjo01,1962,1,PHI,NL,6,5,0,1,0,0,0,1,0,0,1,3,0,0,0,0,0 +herrsri01,1962,1,NYN,NL,35,50,5,11,3,0,1,6,0,0,5,11,0,0,0,0,0 +hershmi01,1962,1,CHA,AL,148,427,54,112,14,2,4,46,10,6,37,36,0,3,5,2,20 +herzowh01,1962,1,BAL,AL,99,263,34,70,13,1,7,35,2,3,41,36,1,3,3,2,6 +hickmji02,1962,1,NYN,NL,140,392,54,96,18,2,13,46,4,4,47,96,2,3,7,3,9 +hicksjo01,1962,1,WS2,AL,102,174,20,39,4,2,6,14,3,1,15,34,0,0,2,0,3 +hillech01,1962,1,SFN,NL,161,602,94,166,22,2,3,48,5,4,55,49,3,8,8,7,11 +hillmda01,1962,1,CIN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hillmda01,1962,2,NYN,NL,13,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +hintoch01,1962,1,WS2,AL,151,542,73,168,25,6,17,75,28,10,47,66,0,0,3,6,13 +hoakdo01,1962,1,PIT,NL,121,411,63,99,14,8,5,48,4,2,49,49,5,1,1,5,18 +hobaued01,1962,1,WS2,AL,26,12,0,2,0,1,0,0,0,0,0,6,0,0,0,0,0 +hobbigl01,1962,1,CHN,NL,42,49,4,6,0,0,0,0,0,0,3,24,0,0,1,0,0 +hodgegi01,1962,1,NYN,NL,54,127,15,32,1,0,9,17,0,0,15,27,1,0,0,0,4 +hoeftbi01,1962,1,BAL,AL,57,19,5,3,2,0,0,1,0,0,7,7,0,0,1,0,1 +hookja01,1962,1,NYN,NL,41,69,6,14,0,0,0,5,0,0,8,24,0,0,6,0,0 +horlejo01,1962,1,CHA,AL,20,38,1,2,0,0,0,0,0,0,2,11,0,0,4,0,0 +howarel01,1962,1,NYA,AL,136,494,63,138,23,5,21,91,1,1,31,76,1,1,3,9,20 +howarfr01,1962,1,LAN,NL,141,493,80,146,25,6,31,119,1,0,39,108,10,1,1,4,18 +howsedi01,1962,1,KC1,AL,83,286,53,68,8,3,6,34,19,2,38,8,0,1,9,3,5 +hubbske01,1962,1,CHN,NL,160,661,90,172,24,9,5,49,3,7,35,129,0,3,13,3,20 +humphbo01,1962,1,DET,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +huntewi01,1962,1,LAN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +huntewi01,1962,2,NYN,NL,27,13,1,3,0,0,0,0,0,0,0,7,0,0,0,0,0 +huntke01,1962,1,LAA,AL,13,11,4,2,0,0,1,1,1,0,1,5,0,0,0,0,1 +jacksal01,1962,1,NYN,NL,44,73,5,5,2,0,0,2,0,0,2,27,0,0,6,0,3 +jacksla01,1962,1,SLN,NL,36,89,10,15,3,1,0,4,0,0,7,20,0,2,5,0,0 +jamesch01,1962,1,SLN,NL,129,388,50,107,13,4,8,59,3,4,10,58,1,4,3,0,10 +javieju01,1962,1,SLN,NL,155,598,97,157,25,5,7,39,26,9,47,73,0,1,13,3,9 +jayjo01,1962,1,CIN,NL,39,90,7,15,0,0,2,9,0,0,10,36,0,0,7,0,2 +jenkija01,1962,1,WS2,AL,3,4,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +jimenma01,1962,1,KC1,AL,139,479,48,144,24,2,11,69,0,1,31,34,3,11,2,5,12 +johnsbo02,1962,1,WS2,AL,135,466,58,134,20,2,12,43,9,6,32,50,1,1,4,1,19 +johnsda01,1962,1,CIN,NL,2,4,0,0,0,0,0,0,0,0,2,0,1,0,0,0,0 +johnsda01,1962,2,BAL,AL,6,22,0,4,0,0,0,1,0,0,0,4,0,0,0,0,0 +johnsde01,1962,1,KC1,AL,17,19,1,2,1,0,0,0,0,0,3,8,0,0,0,0,1 +johnske02,1962,1,HOU,NL,33,52,1,4,1,0,0,3,0,0,1,24,0,0,9,0,2 +johnslo01,1962,1,ML1,NL,61,117,22,33,4,5,2,13,6,1,11,27,0,1,0,0,1 +jonesde02,1962,1,CHA,AL,18,28,3,9,2,0,0,8,0,0,4,6,2,0,3,1,0 +jonesgo01,1962,1,KC1,AL,21,5,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0 +jonesha01,1962,1,CLE,AL,5,16,2,5,1,0,0,1,0,0,0,4,0,1,0,0,0 +jonesma01,1962,1,ML1,NL,91,333,51,85,17,4,10,36,5,1,44,100,3,7,2,0,7 +jonessa02,1962,1,DET,AL,30,21,1,2,0,0,1,1,0,0,0,9,0,0,0,0,0 +jonessh02,1962,1,NYN,NL,8,7,0,3,0,0,0,1,0,0,0,2,0,0,0,0,0 +joycemi01,1962,1,CHA,AL,25,7,1,3,0,0,0,0,0,0,0,2,0,0,0,0,0 +kaatji01,1962,1,MIN,AL,48,100,9,18,3,1,1,10,0,0,8,40,0,0,0,1,0 +kalinal01,1962,1,DET,AL,100,398,78,121,16,6,29,94,4,0,47,39,3,1,2,4,17 +kanehro01,1962,1,NYN,NL,133,351,52,87,10,2,4,27,8,6,23,36,2,1,3,0,7 +kaskoed01,1962,1,CIN,NL,134,533,74,148,26,2,4,41,3,3,35,44,1,5,3,3,17 +keegaed01,1962,1,PHI,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kemmeru01,1962,1,CHA,AL,20,2,1,1,0,0,0,0,0,0,1,1,0,0,1,0,0 +kemmeru01,1962,2,HOU,NL,36,9,1,3,0,0,0,0,0,0,1,2,0,0,0,0,0 +kennejo03,1962,1,WS2,AL,14,42,6,11,0,1,1,2,0,1,2,7,0,0,0,0,0 +kenwodi01,1962,1,CHA,AL,3,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +keougma01,1962,1,CIN,NL,111,230,34,64,8,2,7,27,3,1,21,31,4,4,3,2,2 +kernbi01,1962,1,KC1,AL,8,16,1,4,0,0,1,1,0,0,0,3,0,0,0,0,0 +killeha01,1962,1,MIN,AL,155,552,85,134,21,1,48,126,1,2,106,142,6,4,0,4,14 +kindaje01,1962,1,CLE,AL,154,530,51,123,21,1,13,55,4,3,45,107,9,0,8,5,13 +kingji01,1962,1,WS2,AL,132,333,39,81,15,0,11,35,4,2,55,37,9,3,2,3,5 +kirklwi01,1962,1,CLE,AL,137,419,56,84,9,1,21,72,9,1,43,62,3,0,3,5,10 +kirkped01,1962,1,LAA,AL,3,6,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +klausbi01,1962,1,PHI,NL,102,248,30,51,8,2,4,20,1,1,29,43,3,1,4,1,4 +klimclo01,1962,1,ML1,NL,8,8,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +klinero01,1962,1,DET,AL,36,16,1,2,0,0,0,0,0,0,0,5,0,0,1,0,0 +klippjo01,1962,1,CIN,NL,40,24,2,3,0,0,1,1,0,0,2,14,0,0,1,0,0 +kolbga01,1962,1,SLN,NL,6,14,1,5,0,0,0,0,0,0,1,3,0,0,0,0,1 +kolstha01,1962,1,BOS,AL,27,18,0,1,0,0,0,0,0,0,0,10,0,0,2,0,0 +kooncca01,1962,1,CHN,NL,35,64,7,6,1,0,0,2,0,0,1,25,0,0,3,0,3 +kopliho01,1962,1,DET,AL,12,13,3,3,0,0,0,0,0,0,2,7,0,0,0,0,0 +koppejo01,1962,1,LAA,AL,128,375,47,85,16,0,4,40,2,1,73,84,3,2,9,5,10 +kostrfr01,1962,1,DET,AL,16,41,5,11,3,0,0,3,0,0,1,6,0,0,1,1,0 +koufasa01,1962,1,LAN,NL,28,69,1,6,0,0,1,4,0,0,2,42,0,0,2,0,3 +kralija01,1962,1,MIN,AL,39,89,7,18,1,0,2,4,0,0,4,27,0,1,3,0,5 +kraneed01,1962,1,NYN,NL,3,6,0,1,1,0,0,0,0,0,0,1,0,0,0,0,0 +kreutfr01,1962,1,CHA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +krsnimi01,1962,1,ML1,NL,11,12,0,1,1,0,0,2,0,0,0,4,0,0,0,0,1 +kubekto01,1962,1,NYA,AL,45,169,28,53,6,1,4,17,2,1,12,17,0,0,2,1,3 +kubisja01,1962,1,CLE,AL,25,59,3,10,2,0,1,2,0,0,5,7,0,0,0,1,1 +kuennha01,1962,1,SFN,NL,130,487,73,148,23,5,10,68,3,6,49,37,3,1,6,5,9 +kunkebi01,1962,1,KC1,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kutynma01,1962,1,WS2,AL,54,8,0,1,0,0,0,0,0,0,1,1,0,0,0,0,1 +labincl01,1962,1,NYN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lamabja01,1962,1,PIT,NL,46,9,0,0,0,0,0,0,0,0,0,7,0,0,0,0,0 +landiji01,1962,1,CHA,AL,149,534,82,122,21,6,15,61,19,7,80,105,3,9,3,4,10 +landrdo01,1962,1,SLN,NL,32,35,11,11,0,0,0,3,2,0,4,2,1,0,2,1,1 +landrdo01,1962,2,CHN,NL,83,238,29,67,5,2,1,15,9,2,30,31,0,3,1,0,2 +landrho01,1962,1,NYN,NL,23,45,6,13,3,0,1,7,0,0,8,3,0,0,0,1,0 +landrho01,1962,2,BAL,AL,60,167,18,37,4,1,4,17,0,0,19,9,1,1,0,2,4 +larkeno01,1962,1,HOU,NL,147,506,58,133,19,5,9,63,1,1,70,47,7,7,4,3,10 +larsedo01,1962,1,SFN,NL,52,25,3,5,0,1,0,1,0,0,0,7,0,0,1,0,0 +laryal01,1962,1,CHN,NL,23,6,1,1,0,0,0,0,0,0,2,1,0,0,2,0,0 +laryfr01,1962,1,DET,AL,22,24,3,4,0,1,0,1,0,0,2,9,0,0,0,0,0 +latmaba01,1962,1,CLE,AL,45,53,7,10,1,0,1,5,0,0,4,16,0,0,3,0,0 +lauch01,1962,1,BAL,AL,81,197,21,58,11,2,6,37,1,0,7,11,1,1,1,2,3 +lawve01,1962,1,PIT,NL,23,45,6,14,4,1,0,5,0,0,1,7,0,0,7,2,0 +leedo01,1962,1,MIN,AL,9,19,2,4,0,0,0,1,0,0,1,7,0,0,0,0,0 +leedo01,1962,2,LAA,AL,27,49,0,9,1,0,0,1,0,0,0,18,0,0,2,0,1 +leekge01,1962,1,LAA,AL,7,14,0,2,0,0,0,0,0,0,0,6,0,0,0,0,0 +lehewji01,1962,1,BAL,AL,6,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +lejafr01,1962,1,LAA,AL,7,16,0,0,0,0,0,0,0,0,1,6,0,0,1,0,1 +lemasde01,1962,1,ML1,NL,17,33,0,4,0,0,0,1,0,0,1,20,0,0,2,0,0 +lemaydi01,1962,1,SFN,NL,9,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +lemonji01,1962,1,MIN,AL,12,17,1,3,0,0,1,5,0,0,3,4,0,0,0,1,1 +leppedo02,1962,1,PIT,NL,45,139,14,37,6,1,3,18,0,1,12,21,2,1,1,1,6 +lillibo01,1962,1,HOU,NL,129,457,38,114,12,4,1,30,7,3,28,23,1,0,4,2,10 +linzph01,1962,1,NYA,AL,71,129,28,37,8,0,1,14,6,2,6,17,2,0,0,1,2 +lockdo01,1962,1,WS2,AL,71,225,30,57,6,2,12,37,4,5,30,63,0,0,0,4,7 +lockebo01,1962,1,SLN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lockebo01,1962,2,PHI,NL,5,7,0,2,0,0,0,1,0,0,0,2,0,0,0,0,0 +loganjo01,1962,1,PIT,NL,44,80,7,24,3,0,1,12,0,0,7,6,0,0,1,2,4 +lollash01,1962,1,CHA,AL,84,220,17,59,12,0,2,26,1,0,32,23,9,3,1,0,5 +longda02,1962,1,WS2,AL,67,191,17,46,8,0,4,24,5,1,18,22,0,1,0,2,6 +longda02,1962,2,NYA,AL,41,94,12,28,4,0,4,17,1,0,18,9,0,0,0,2,2 +lopezhe01,1962,1,NYA,AL,106,335,45,92,19,1,6,48,0,1,33,53,2,0,2,2,17 +lowntu01,1962,1,CHA,AL,42,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +luebkdi01,1962,1,BAL,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lumpeje01,1962,1,KC1,AL,156,641,89,193,34,10,10,83,0,2,44,38,0,0,6,9,14 +luploal01,1962,1,CLE,AL,97,318,54,88,15,3,14,45,1,0,36,44,0,6,0,2,3 +lynchje01,1962,1,CIN,NL,114,288,41,81,15,4,12,57,3,3,24,38,4,1,0,3,6 +mackeke01,1962,1,NYN,NL,42,12,0,1,0,0,0,1,0,0,0,6,0,0,1,0,0 +maclebi01,1962,1,BOS,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mahafar01,1962,1,PHI,NL,42,92,6,13,0,1,2,10,0,0,3,29,0,1,10,0,3 +mahonji01,1962,1,CLE,AL,41,74,12,18,4,0,3,5,0,0,3,14,2,0,2,1,2 +malkmbo01,1962,1,PHI,NL,8,5,3,1,1,0,0,0,0,0,0,1,0,0,0,0,0 +malonji01,1962,1,CIN,NL,24,43,3,8,1,0,0,3,0,0,1,4,0,0,0,0,1 +malzofr01,1962,1,BOS,AL,156,619,74,175,20,3,21,95,0,1,35,43,2,0,4,5,17 +manniji02,1962,1,MIN,AL,5,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mantife01,1962,1,NYN,NL,141,466,54,128,17,4,11,59,3,1,37,51,0,5,3,7,11 +mantlmi01,1962,1,NYA,AL,123,377,96,121,15,1,30,89,9,0,122,78,9,1,0,2,4 +marange01,1962,1,MIN,AL,32,16,0,4,2,0,0,1,0,0,1,6,0,0,0,0,1 +maricju01,1962,1,SFN,NL,38,89,13,21,1,0,0,10,0,0,4,19,0,0,7,1,1 +marisro01,1962,1,NYA,AL,157,590,92,151,34,1,33,100,1,0,87,78,11,6,1,3,7 +marshji01,1962,1,NYN,NL,17,32,6,11,1,0,3,4,0,0,3,6,0,0,0,0,0 +marshji01,1962,2,PIT,NL,55,100,13,22,5,1,2,12,1,0,15,19,0,0,0,1,1 +martihe02,1962,1,KC1,AL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +martijc01,1962,1,CHA,AL,18,26,0,2,0,0,0,2,0,0,0,3,0,0,0,0,1 +martima01,1962,1,MIN,AL,37,18,13,3,0,1,0,3,0,0,3,4,0,0,3,0,0 +matheed01,1962,1,ML1,NL,152,536,106,142,25,6,29,90,4,2,101,90,7,2,0,4,11 +mathene01,1962,1,CHN,NL,15,49,5,15,2,0,2,13,3,3,5,4,0,2,1,0,1 +maxvida01,1962,1,SLN,NL,79,189,20,42,3,1,1,18,1,2,17,39,2,1,4,2,2 +maxwech01,1962,1,DET,AL,30,67,5,13,2,0,1,9,0,0,8,10,1,0,0,2,1 +maxwech01,1962,2,CHA,AL,69,206,30,61,8,3,9,43,0,0,34,32,3,0,1,1,4 +mayele01,1962,1,ML1,NL,99,349,40,85,10,0,10,41,9,3,25,58,2,1,0,3,2 +mayswi01,1962,1,SFN,NL,162,621,130,189,36,5,49,141,18,2,78,85,11,4,0,3,19 +mazerbi01,1962,1,PIT,NL,159,572,55,155,24,9,14,81,0,3,37,47,16,2,2,4,15 +mcanaji01,1962,1,CHN,NL,7,6,0,0,0,0,0,0,0,0,1,2,0,0,0,0,0 +mcauldi01,1962,1,DET,AL,139,471,50,124,20,5,12,63,4,2,64,76,3,0,0,4,11 +mcbeaal01,1962,1,PIT,NL,34,67,4,14,2,1,0,6,0,0,0,36,0,0,4,0,1 +mcbrike01,1962,1,LAA,AL,24,55,6,9,2,0,1,2,0,0,0,23,0,0,0,0,1 +mccalbr01,1962,1,CHA,AL,4,8,2,3,0,0,2,3,0,0,0,2,0,0,0,0,0 +mcclajo01,1962,1,WS2,AL,10,7,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +mccormi03,1962,1,SFN,NL,29,28,3,3,0,0,1,1,0,0,2,11,0,0,0,0,0 +mccovwi01,1962,1,SFN,NL,91,229,41,67,6,1,20,54,3,3,29,35,1,0,0,3,6 +mcdanli01,1962,1,SLN,NL,55,21,1,2,0,0,0,1,0,0,1,11,0,1,1,0,0 +mcdevda01,1962,1,KC1,AL,33,9,0,2,0,0,0,1,0,0,0,4,0,0,0,1,0 +mcdowsa01,1962,1,CLE,AL,25,26,1,4,0,0,0,1,0,0,0,13,0,0,1,0,0 +mcfaror01,1962,1,PIT,NL,8,23,0,2,0,0,0,1,0,0,1,4,0,0,1,0,1 +mcguimi01,1962,1,BAL,AL,6,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mckniji01,1962,1,CHN,NL,60,85,6,19,0,1,0,5,0,0,2,13,0,0,0,0,5 +mclisca01,1962,1,PHI,NL,32,51,2,4,1,0,0,0,0,0,5,24,0,0,1,0,2 +mcmahdo02,1962,1,ML1,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcmahdo02,1962,2,HOU,NL,51,12,0,1,0,0,0,0,0,0,0,4,0,0,0,0,1 +mcmilro01,1962,1,ML1,NL,137,468,66,115,13,0,12,41,2,2,60,53,0,5,9,2,14 +mcmulke01,1962,1,LAN,NL,6,11,0,3,0,0,0,0,0,0,0,3,0,0,0,0,0 +mcnalda01,1962,1,BAL,AL,1,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +mejiaro01,1962,1,HOU,NL,146,566,82,162,12,3,24,76,12,4,30,83,1,6,3,5,13 +menkede01,1962,1,ML1,NL,50,146,12,28,3,1,2,16,0,1,16,38,0,2,0,2,3 +millebo03,1962,1,CIN,NL,6,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +millebo03,1962,2,NYN,NL,17,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +millebo04,1962,1,NYN,NL,40,41,2,5,0,1,0,0,0,0,1,17,0,0,2,0,0 +millejo03,1962,1,BAL,AL,2,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +millest01,1962,1,SFN,NL,60,16,2,2,0,0,0,1,0,0,1,3,0,0,1,0,0 +minchdo01,1962,1,MIN,AL,86,121,20,29,1,1,9,29,0,0,34,24,3,0,2,0,4 +minosmi01,1962,1,SLN,NL,39,97,14,19,5,0,1,10,4,0,7,17,0,3,1,0,1 +mizelvi01,1962,1,PIT,NL,4,6,1,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +mizelvi01,1962,2,NYN,NL,17,8,1,2,0,0,0,0,0,0,0,2,0,0,0,0,0 +moelljo01,1962,1,LAN,NL,19,33,1,7,0,0,0,0,0,0,0,17,0,0,1,0,0 +moforhe01,1962,1,NYN,NL,7,4,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +monbobi01,1962,1,BOS,AL,35,73,5,7,0,0,0,1,0,0,7,39,0,0,8,0,0 +moonwa01,1962,1,LAN,NL,95,244,36,59,9,1,4,31,5,2,30,33,3,1,2,1,6 +moorera02,1962,1,MIN,AL,49,5,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +moorhbo01,1962,1,NYN,NL,38,22,2,1,0,0,0,0,0,0,5,11,0,0,1,0,0 +moranbi02,1962,1,LAA,AL,160,659,90,186,25,3,17,74,5,1,39,80,2,4,14,5,8 +morgato01,1962,1,LAA,AL,48,6,0,0,0,0,0,0,0,0,0,3,0,0,2,0,0 +morhamo01,1962,1,CHN,NL,18,16,1,2,0,0,0,2,0,0,2,8,0,0,0,0,0 +mortobu01,1962,1,DET,AL,90,195,30,51,6,3,4,17,1,1,32,32,0,0,1,0,5 +mossido01,1962,1,DET,AL,36,55,5,9,0,0,0,3,0,0,10,20,0,0,1,0,0 +motama01,1962,1,SFN,NL,47,74,9,13,1,0,0,9,3,2,7,8,0,1,1,1,3 +muffebi01,1962,1,BOS,AL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +murphda04,1962,1,CHN,NL,14,35,5,7,3,1,0,3,0,0,2,9,0,0,0,0,0 +musiast01,1962,1,SLN,NL,135,433,57,143,18,1,19,82,3,0,64,46,4,3,0,5,13 +naragha01,1962,1,MIN,AL,24,35,1,8,1,0,0,3,0,0,3,1,1,0,0,1,1 +navarju01,1962,1,LAA,AL,9,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +nealch01,1962,1,NYN,NL,136,508,59,132,14,9,11,58,2,8,56,90,1,0,9,6,17 +neemaca01,1962,1,PIT,NL,24,50,5,9,1,1,1,5,0,0,3,10,0,0,0,0,2 +newmafr01,1962,1,LAA,AL,4,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nichoch02,1962,1,BOS,AL,29,9,1,0,0,0,0,0,0,0,2,2,0,0,2,0,0 +nichoda01,1962,1,BAL,AL,97,173,25,30,4,1,9,15,3,4,27,76,0,1,1,0,2 +niemabo01,1962,1,CLE,AL,2,1,0,0,0,0,0,1,0,0,0,1,0,0,0,1,0 +niemabo01,1962,2,SFN,NL,30,30,1,9,2,0,1,3,0,0,1,9,0,0,0,0,0 +nippeme01,1962,1,BOS,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nischro01,1962,1,DET,AL,48,12,1,5,0,1,0,1,0,0,0,5,0,0,0,0,0 +nixonru01,1962,1,BOS,AL,65,151,11,42,7,2,1,19,0,0,8,14,3,0,0,1,4 +normafr01,1962,1,KC1,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nottedo01,1962,1,ML1,NL,39,6,0,2,0,0,0,0,0,0,1,1,0,0,0,0,0 +nunnho01,1962,1,CIN,NL,6,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nuxhajo01,1962,1,LAA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nuxhajo01,1962,2,CIN,NL,12,26,3,7,1,0,1,5,0,0,0,3,0,1,3,0,0 +oconnda02,1962,1,WS2,AL,84,236,24,62,7,2,2,18,5,1,23,28,1,0,8,1,6 +odellbi01,1962,1,SFN,NL,49,90,7,12,0,0,0,6,1,1,6,29,0,0,10,0,1 +oldisbo01,1962,1,PHI,NL,38,80,9,21,1,0,1,10,0,1,13,10,0,0,3,0,2 +olivato01,1962,1,MIN,AL,9,9,3,4,1,0,0,3,0,0,3,2,0,0,0,0,0 +olivege01,1962,1,SLN,NL,122,345,42,89,19,1,14,45,5,2,50,59,4,1,1,2,9 +olivodi01,1962,1,PIT,NL,62,16,0,3,1,0,0,1,0,0,1,2,0,0,2,0,1 +orsinjo01,1962,1,SFN,NL,18,48,4,13,2,0,0,4,0,0,5,11,0,0,0,1,2 +ortegph01,1962,1,LAN,NL,24,7,0,0,0,0,0,0,0,0,0,5,0,0,0,0,0 +osborbo02,1962,1,DET,AL,64,74,12,17,1,0,0,7,0,0,16,25,0,1,1,0,0 +osinsda01,1962,1,KC1,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +osinsda01,1962,2,LAA,AL,33,11,1,0,0,0,0,0,0,0,1,3,0,1,1,0,0 +osteecl01,1962,1,WS2,AL,37,48,3,10,1,1,0,2,0,0,0,10,0,0,1,0,0 +otoolji01,1962,1,CIN,NL,36,91,3,10,0,0,0,4,0,0,1,36,0,0,3,0,1 +ottbi01,1962,1,CHN,NL,12,28,3,4,0,0,1,2,0,0,2,10,0,0,0,0,1 +owensji01,1962,1,PHI,NL,23,14,0,2,1,0,0,1,0,1,1,6,0,0,3,0,0 +paganjo01,1962,1,SFN,NL,164,580,73,150,25,6,7,57,13,9,47,77,4,1,10,6,15 +pagliji01,1962,1,BOS,AL,90,260,39,67,14,0,11,37,2,1,36,55,0,5,2,0,5 +papajo01,1962,1,BAL,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pappami01,1962,1,BAL,AL,35,69,5,6,1,0,4,8,0,0,1,41,0,0,3,2,2 +pascuca02,1962,1,MIN,AL,34,97,9,26,4,0,2,19,0,0,6,8,0,0,0,0,3 +pavledo01,1962,1,CIN,NL,34,63,7,14,3,0,1,7,0,0,8,18,1,0,0,0,0 +pearsal02,1962,1,LAA,AL,160,614,115,160,29,6,5,42,15,6,95,36,3,1,7,1,7 +penaor01,1962,1,KC1,AL,13,31,2,5,0,0,0,4,0,0,2,19,0,0,0,1,2 +pendlji01,1962,1,HOU,NL,117,321,30,79,12,2,8,36,0,0,14,57,2,2,7,3,6 +pepitjo01,1962,1,NYA,AL,63,138,14,33,3,2,7,17,1,1,3,21,0,0,0,0,5 +perraro01,1962,1,LAN,NL,70,14,0,1,0,0,0,0,0,0,1,8,0,0,1,0,0 +perryga01,1962,1,SFN,NL,13,13,0,3,0,0,0,1,0,0,0,4,0,0,2,0,0 +perryji01,1962,1,CLE,AL,35,60,8,11,1,0,0,0,0,0,2,8,0,0,7,0,2 +peterca01,1962,1,SFN,NL,4,6,1,1,0,0,0,0,0,0,1,4,0,0,0,0,0 +peterga01,1962,1,CHA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pfistda01,1962,1,KC1,AL,52,65,7,12,0,0,0,0,0,0,0,12,0,0,2,0,1 +phillbu02,1962,1,CLE,AL,148,562,53,145,26,0,10,54,4,0,20,55,0,7,4,6,17 +phillda01,1962,1,BOS,AL,38,42,3,6,2,0,0,4,0,0,5,3,0,1,0,0,5 +philldi01,1962,1,SFN,NL,5,3,1,0,0,0,0,1,0,0,1,1,0,0,0,0,0 +pichero01,1962,1,ML1,NL,16,18,1,1,0,0,0,2,0,0,1,12,0,0,0,0,0 +piercbi02,1962,1,SFN,NL,30,56,3,12,0,0,0,5,0,0,3,12,0,0,7,0,1 +piersji01,1962,1,WS2,AL,135,471,38,115,20,4,4,31,12,7,39,53,3,0,4,1,12 +pignajo01,1962,1,SFN,NL,7,5,2,1,0,0,0,0,0,0,4,0,0,0,0,0,0 +pignajo01,1962,2,NYN,NL,27,56,2,13,2,0,0,2,0,0,2,11,0,0,0,0,3 +pinsova01,1962,1,CIN,NL,155,619,107,181,31,7,23,100,26,8,45,68,7,4,0,7,12 +pizarju01,1962,1,CHA,AL,37,69,10,11,1,0,0,5,0,1,4,17,0,0,3,1,0 +plaskel01,1962,1,PIT,NL,7,14,2,4,0,0,1,3,0,0,1,3,0,0,0,0,0 +pleisbi01,1962,1,MIN,AL,21,14,1,4,0,0,0,1,0,0,1,5,0,0,0,0,0 +podrejo01,1962,1,LAN,NL,40,88,6,14,2,0,1,5,0,0,2,8,0,1,5,0,1 +posadle01,1962,1,KC1,AL,29,46,6,9,1,1,0,3,0,0,7,14,1,0,0,0,1 +postwa01,1962,1,CIN,NL,109,285,43,75,10,3,17,62,1,0,32,67,2,2,1,1,8 +powelbo01,1962,1,BAL,AL,124,400,44,97,13,2,15,53,1,1,38,79,5,2,0,1,14 +powervi01,1962,1,MIN,AL,144,611,80,177,28,2,16,63,7,1,22,35,0,3,11,3,14 +priddbo01,1962,1,PIT,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +princdo01,1962,1,CHN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +purkebo01,1962,1,CIN,NL,37,107,9,11,2,0,2,3,0,0,4,56,0,0,7,1,0 +quirkar01,1962,1,BAL,AL,7,7,1,1,0,0,0,0,0,0,1,1,0,0,1,0,0 +radatdi01,1962,1,BOS,AL,62,31,0,3,0,0,0,6,0,0,1,19,0,0,2,0,1 +rakowed01,1962,1,KC1,AL,42,82,3,8,1,0,0,1,0,0,1,31,0,1,5,0,4 +ramospe01,1962,1,CLE,AL,39,68,6,10,3,0,3,8,0,0,1,29,0,1,2,0,2 +ranewme01,1962,1,HOU,NL,71,218,26,51,6,8,4,24,2,2,14,43,5,3,2,2,2 +raymocl01,1962,1,ML1,NL,26,8,0,0,0,0,0,0,0,0,0,4,0,0,1,0,0 +reedja01,1962,1,NYA,AL,88,43,17,13,2,1,1,4,2,1,4,7,1,0,1,0,1 +reganph01,1962,1,DET,AL,35,63,4,13,2,0,0,6,0,0,2,22,0,0,4,0,0 +renifha01,1962,1,NYA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +retzeke01,1962,1,WS2,AL,109,340,36,97,11,2,8,37,2,0,26,21,4,0,4,2,8 +richabo01,1962,1,NYA,AL,161,692,99,209,38,5,8,59,11,9,37,24,1,1,20,4,13 +richepe01,1962,1,LAN,NL,19,25,0,2,0,0,0,0,0,0,1,9,0,0,1,0,0 +rippera01,1962,1,WS2,AL,18,6,2,3,1,0,1,1,0,0,0,1,0,0,0,0,0 +roachme01,1962,1,PHI,NL,65,105,9,20,4,0,0,8,0,0,5,19,0,0,0,1,2 +roarkmi01,1962,1,DET,AL,56,136,11,29,4,1,4,14,0,0,13,17,2,1,0,0,4 +roberda02,1962,1,CHN,NL,9,19,0,2,0,0,0,2,0,0,2,10,0,0,0,1,0 +roberda03,1962,1,HOU,NL,16,53,3,13,3,0,1,10,0,0,8,8,0,1,0,1,0 +roberro01,1962,1,BAL,AL,27,52,3,10,1,0,0,2,0,0,5,13,0,1,7,1,1 +robinbr01,1962,1,BAL,AL,162,634,77,192,29,9,23,86,3,1,42,70,3,1,10,10,18 +robinea01,1962,1,BAL,AL,29,63,12,18,3,1,1,4,2,0,8,10,0,0,1,1,1 +robinfl01,1962,1,CHA,AL,156,600,89,187,45,10,11,109,4,2,72,47,7,2,5,5,10 +robinfr02,1962,1,CIN,NL,162,609,134,208,51,2,39,136,18,9,76,62,16,11,0,5,13 +rodgean01,1962,1,CHN,NL,138,461,40,128,20,8,5,44,5,6,44,93,4,3,2,2,12 +rodgebu01,1962,1,LAA,AL,155,565,65,146,34,6,6,61,1,8,45,68,6,0,6,8,16 +roebued01,1962,1,LAN,NL,64,28,1,6,0,0,0,3,0,0,0,5,0,0,0,0,0 +rojasco01,1962,1,CIN,NL,39,86,9,19,2,0,0,6,1,1,9,4,1,1,1,0,3 +rolanji01,1962,1,MIN,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rolliri01,1962,1,MIN,AL,159,624,96,186,23,5,16,96,3,1,75,61,2,6,7,9,13 +romanjo01,1962,1,CLE,AL,135,459,71,120,19,3,25,81,0,1,73,64,0,5,2,9,14 +rosebjo01,1962,1,LAN,NL,128,389,45,97,16,7,7,55,12,3,50,60,11,7,5,5,8 +roselbo01,1962,1,CHA,AL,35,64,4,12,3,1,1,5,1,0,11,15,1,1,0,0,1 +rudoldo01,1962,1,CLE,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rudoldo01,1962,2,WS2,AL,37,57,5,10,2,1,0,2,0,0,3,18,0,1,1,0,1 +runnepe01,1962,1,BOS,AL,152,562,80,183,33,5,10,60,3,4,79,57,11,3,0,6,5 +sadecra01,1962,1,SLN,NL,24,37,4,3,0,0,1,1,0,0,0,6,0,0,2,0,0 +sadowbo01,1962,1,CHA,AL,79,130,22,30,3,3,6,24,0,0,13,22,2,0,1,1,3 +sadowed01,1962,1,LAA,AL,27,55,4,11,4,0,1,3,1,0,2,14,0,0,0,0,1 +sadowte01,1962,1,MIN,AL,19,4,1,2,0,0,0,0,0,0,0,1,0,0,0,0,0 +samueam01,1962,1,ML1,NL,76,209,16,43,10,0,3,20,0,2,12,54,1,0,2,1,3 +sanfoja02,1962,1,SFN,NL,39,98,5,15,3,0,0,4,0,0,4,34,0,0,4,2,4 +santoro01,1962,1,CHN,NL,162,604,44,137,20,4,17,83,4,1,65,94,5,2,3,5,17 +satrito01,1962,1,LAA,AL,10,19,4,8,2,0,2,6,0,0,0,1,0,0,0,0,1 +savagte01,1962,1,PHI,NL,127,335,54,89,11,2,7,39,16,5,40,66,0,2,7,3,6 +saverbo01,1962,1,BAL,AL,8,21,2,5,2,0,0,3,0,2,1,3,0,0,1,0,1 +sawatca01,1962,1,SLN,NL,85,222,26,56,9,1,13,42,0,0,36,38,5,0,0,4,3 +schafji01,1962,1,SLN,NL,70,66,7,16,2,1,0,6,1,0,6,16,0,0,1,1,2 +schaijo01,1962,1,WS2,AL,82,225,20,57,15,1,6,29,0,1,6,25,1,0,2,2,11 +schilch01,1962,1,BOS,AL,119,413,48,95,17,1,7,35,1,0,29,48,5,4,7,2,12 +schmibo02,1962,1,WS2,AL,88,256,28,62,14,0,10,31,0,0,14,37,2,1,0,3,3 +schoere01,1962,1,SLN,NL,98,143,21,43,4,0,2,12,0,0,9,12,2,1,0,0,6 +schofdi01,1962,1,PIT,NL,54,104,19,30,3,0,2,10,0,1,17,22,0,0,0,2,0 +schulba01,1962,1,CHN,NL,51,5,0,0,0,0,0,1,0,0,1,2,0,0,2,0,1 +schwado01,1962,1,BOS,AL,34,66,5,9,0,0,0,4,0,0,2,12,0,0,5,0,2 +scorehe01,1962,1,CHA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +seguidi01,1962,1,KC1,AL,37,34,3,8,1,0,1,2,0,0,1,15,0,0,1,0,0 +shannmi01,1962,1,SLN,NL,10,15,3,2,0,0,0,0,0,0,1,3,0,0,0,0,0 +shantbo01,1962,1,HOU,NL,7,8,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +shantbo01,1962,2,SLN,NL,28,13,0,2,0,0,0,2,0,0,0,7,0,0,0,1,0 +shawbo01,1962,1,ML1,NL,38,73,2,10,0,0,0,2,1,0,8,27,0,1,1,0,2 +sheldro01,1962,1,NYA,AL,34,26,1,2,0,0,0,1,0,0,7,17,0,0,6,0,4 +sherrla01,1962,1,LAN,NL,58,17,0,2,0,0,0,0,0,0,1,5,0,0,1,0,1 +sherrno01,1962,1,LAN,NL,35,88,7,16,2,0,3,16,0,0,6,17,0,1,1,1,2 +shetrba01,1962,1,BAL,AL,21,24,3,6,1,0,1,1,0,0,0,5,0,0,0,0,0 +shoemch01,1962,1,KC1,AL,5,11,1,2,0,0,0,0,0,0,0,2,0,0,0,0,0 +shortbi01,1962,1,BAL,AL,5,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +shortch02,1962,1,PHI,NL,48,36,2,8,2,0,0,2,0,0,0,3,0,0,4,1,0 +siebeno01,1962,1,KC1,AL,162,600,114,185,25,6,25,117,3,1,110,88,9,1,1,7,13 +sievero01,1962,1,PHI,NL,144,477,61,125,19,5,21,80,2,1,56,80,3,7,0,3,8 +simmocu01,1962,1,SLN,NL,31,50,4,8,1,0,0,4,0,0,5,11,0,0,2,1,0 +simpsdi01,1962,1,LAA,AL,6,8,1,2,1,0,0,1,0,0,2,3,0,0,0,0,0 +siskto01,1962,1,PIT,NL,5,5,0,1,0,0,0,1,0,0,0,3,0,0,0,0,0 +sisleda01,1962,1,CIN,NL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +skinnbo01,1962,1,PIT,NL,144,510,87,154,29,7,20,75,10,4,76,89,5,4,4,3,9 +skowrbi01,1962,1,NYA,AL,140,478,63,129,16,6,23,80,0,1,36,99,4,5,1,4,13 +smithal04,1962,1,CHA,AL,142,511,62,149,23,8,16,82,3,3,57,60,7,3,0,4,17 +smithbi04,1962,1,PHI,NL,24,11,1,2,1,0,0,1,0,0,2,4,0,0,0,0,0 +smithbo04,1962,1,NYN,NL,8,22,1,3,0,1,0,2,0,1,3,2,0,0,0,0,1 +smithbo04,1962,2,CHN,NL,13,29,3,5,0,0,1,2,0,1,2,6,0,0,0,1,0 +smithbo04,1962,3,SLN,NL,91,130,13,30,9,0,0,12,1,1,7,14,0,0,2,0,5 +smithch04,1962,1,CHA,AL,65,145,11,30,4,0,2,17,0,1,9,32,0,1,3,1,6 +smithha08,1962,1,HOU,NL,109,345,32,81,14,0,12,35,0,0,24,55,1,2,2,3,13 +smithja04,1962,1,LAN,NL,8,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +smithna01,1962,1,BAL,AL,5,9,3,2,1,0,0,0,0,0,1,4,0,1,0,0,0 +smithpe01,1962,1,BOS,AL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +snidedu01,1962,1,LAN,NL,80,158,28,44,11,3,5,30,2,0,36,32,6,2,0,0,5 +snydeji02,1962,1,MIN,AL,12,10,1,1,0,0,0,1,0,1,0,0,0,0,0,0,0 +snyderu01,1962,1,BAL,AL,139,416,47,127,19,4,9,40,7,4,17,46,0,2,7,1,9 +spahnwa01,1962,1,ML1,NL,36,98,3,18,3,0,2,9,0,0,5,30,0,0,3,0,1 +spangal01,1962,1,HOU,NL,129,418,51,119,10,9,5,35,7,6,70,46,6,3,6,2,1 +spencda01,1962,1,LAN,NL,77,157,24,37,5,1,2,12,0,0,32,31,4,0,2,0,7 +sprinja01,1962,1,LAA,AL,57,11,0,1,0,0,0,0,0,0,0,7,0,0,1,0,0 +staffbi01,1962,1,NYA,AL,35,78,5,17,4,0,0,5,0,1,2,16,0,0,4,0,1 +stalltr01,1962,1,BOS,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stangle01,1962,1,MIN,AL,44,17,1,1,0,0,0,0,0,0,1,9,0,0,2,0,0 +stargwi01,1962,1,PIT,NL,10,31,1,9,3,1,0,4,0,1,3,10,1,0,0,0,0 +steevmo01,1962,1,CHN,NL,12,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stenhda01,1962,1,WS2,AL,34,58,3,3,0,0,0,4,0,0,1,13,0,1,6,0,2 +stephge01,1962,1,KC1,AL,5,4,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +stigmdi01,1962,1,MIN,AL,40,45,2,2,0,0,0,2,0,0,2,22,0,0,0,1,1 +stillro01,1962,1,WS2,AL,6,22,5,6,0,0,0,2,0,0,2,2,0,0,1,0,0 +stockwe01,1962,1,BAL,AL,53,3,1,0,0,0,0,0,0,0,1,0,0,0,0,0,1 +stonede01,1962,1,HOU,NL,15,16,0,4,0,0,0,2,0,0,1,4,0,0,3,0,0 +stonede01,1962,2,CHA,AL,27,2,0,1,1,0,0,0,0,0,0,1,0,0,0,0,0 +stuardi01,1962,1,PIT,NL,114,394,52,90,11,4,16,64,0,1,32,94,1,2,0,5,9 +sturdto01,1962,1,PIT,NL,49,33,2,6,1,0,0,3,0,0,0,3,0,0,4,1,0 +sullifr01,1962,1,PHI,NL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sullifr01,1962,2,MIN,AL,21,4,1,0,0,0,0,0,0,0,1,0,0,0,0,0,1 +sulliha02,1962,1,KC1,AL,95,274,33,68,7,2,4,29,1,0,31,54,5,1,5,2,6 +tannech01,1962,1,LAA,AL,7,8,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1 +tappeel01,1962,1,CHN,NL,26,53,3,11,0,0,0,6,0,0,4,3,0,2,1,0,2 +tartajo01,1962,1,KC1,AL,107,310,49,86,6,5,0,22,19,5,20,19,0,1,8,2,1 +tasbywi01,1962,1,WS2,AL,11,34,4,7,0,0,0,0,0,0,2,6,0,0,0,0,1 +tasbywi01,1962,2,CLE,AL,75,199,25,48,7,0,4,17,0,2,25,41,0,0,1,0,5 +taussdo01,1962,1,HOU,NL,16,25,1,5,0,0,1,1,0,0,2,11,0,0,0,0,1 +tayloha04,1962,1,ML1,NL,20,47,3,12,0,0,0,2,0,1,2,10,0,0,0,0,0 +tayloro01,1962,1,CLE,AL,8,11,1,3,0,0,0,0,0,0,0,3,0,0,0,0,0 +taylosa02,1962,1,CHN,NL,7,15,0,2,1,0,0,1,0,0,3,3,1,0,0,0,1 +taylosa02,1962,2,NYN,NL,68,158,12,35,4,2,3,20,0,0,23,17,1,2,0,3,4 +tayloto02,1962,1,PHI,NL,152,625,87,162,21,5,7,43,20,9,68,82,4,5,3,1,9 +templjo01,1962,1,BAL,AL,78,270,28,71,8,1,1,17,7,4,36,22,0,1,8,0,3 +templjo01,1962,2,HOU,NL,31,95,14,25,4,0,0,12,1,0,7,11,0,0,4,1,2 +terryra01,1962,1,NYA,AL,43,106,6,20,0,0,0,7,0,0,2,27,0,2,11,0,1 +thackmo01,1962,1,CHN,NL,65,107,8,20,5,0,0,9,0,1,14,40,1,1,0,0,2 +thomafr03,1962,1,NYN,NL,156,571,69,152,23,3,34,94,2,1,48,95,4,8,0,6,15 +thomage01,1962,1,LAA,AL,56,181,13,43,10,2,4,12,0,0,21,37,0,1,0,0,3 +thomale03,1962,1,LAA,AL,160,583,88,169,21,2,26,104,6,1,55,74,3,6,4,4,16 +thronma01,1962,1,BAL,AL,9,9,1,0,0,0,0,0,0,0,4,6,0,0,0,0,0 +thronma01,1962,2,NYN,NL,116,357,29,87,11,3,16,49,1,3,34,83,4,0,1,4,7 +tiefebo01,1962,1,HOU,NL,43,9,1,1,1,0,0,0,0,0,1,4,0,0,0,0,0 +tiefeve01,1962,1,CHA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tillmbo01,1962,1,BOS,AL,81,249,28,57,6,4,14,38,0,0,19,65,0,1,0,3,7 +toppiru01,1962,1,KC1,AL,2,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +torrefe01,1962,1,LAA,AL,127,451,44,117,19,4,11,74,0,0,28,73,5,4,4,4,19 +torrefr01,1962,1,PHI,NL,108,168,13,52,8,2,0,20,1,1,24,6,1,4,2,2,8 +torrejo01,1962,1,ML1,NL,80,220,23,62,8,1,5,26,1,0,24,24,2,2,0,2,6 +tothpa01,1962,1,SLN,NL,6,5,1,2,0,0,0,0,0,0,0,1,0,0,0,0,0 +tothpa01,1962,2,CHN,NL,6,11,1,2,0,0,0,1,0,0,1,1,0,0,1,0,2 +tracedi01,1962,1,LAN,NL,15,2,3,0,0,0,0,0,0,0,2,0,0,0,0,0,0 +treshto01,1962,1,NYA,AL,157,622,94,178,26,5,20,93,4,8,67,74,3,8,8,7,3 +triangu01,1962,1,BAL,AL,66,207,20,33,7,0,6,23,0,0,29,43,2,0,0,1,6 +tsitojo01,1962,1,CIN,NL,4,5,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +turlebo01,1962,1,NYA,AL,24,12,0,0,0,0,0,0,0,0,0,6,0,0,3,0,0 +tuttlbi01,1962,1,MIN,AL,110,123,21,26,4,1,1,13,1,0,19,14,1,1,3,2,4 +tyrivda01,1962,1,CLE,AL,4,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +ueckebo01,1962,1,ML1,NL,33,64,5,16,2,0,1,8,0,0,7,15,0,0,0,0,3 +umbriji01,1962,1,HOU,NL,34,9,0,1,0,0,0,1,0,0,0,2,0,0,1,0,0 +vealco01,1962,1,PIT,NL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +vealebo01,1962,1,PIT,NL,11,16,1,4,1,0,0,0,0,0,0,7,0,0,0,0,0 +versazo01,1962,1,MIN,AL,160,568,69,137,18,3,17,67,5,5,37,71,8,2,10,7,13 +virdobi01,1962,1,PIT,NL,156,663,82,164,27,10,6,47,5,13,36,65,0,1,2,3,10 +virgioz01,1962,1,BAL,AL,1,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0 +wagnele01,1962,1,LAA,AL,160,612,96,164,21,5,37,107,7,5,50,87,4,5,7,4,5 +walkeje01,1962,1,KC1,AL,36,57,7,15,2,0,3,5,0,0,0,15,0,0,2,1,1 +wallsle01,1962,1,LAN,NL,60,109,9,29,3,1,0,17,1,0,10,21,0,0,1,1,2 +wardpe01,1962,1,BAL,AL,8,21,1,3,2,0,0,2,0,0,4,5,0,0,0,0,0 +warneja02,1962,1,CHN,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +warwica01,1962,1,SLN,NL,13,23,4,8,0,0,1,4,2,0,2,2,0,0,0,1,3 +warwica01,1962,2,HOU,NL,130,477,63,124,17,1,16,60,2,3,38,77,1,0,5,5,8 +washbra01,1962,1,SLN,NL,34,56,8,10,2,0,0,7,0,0,4,21,0,1,4,1,0 +weavefl01,1962,1,CLE,AL,1,2,1,1,0,0,0,1,0,0,0,1,0,0,0,0,0 +weekljo01,1962,1,HOU,NL,13,26,3,5,1,0,2,2,0,0,7,4,0,0,0,0,0 +weisal01,1962,1,CHA,AL,7,12,2,1,0,0,0,0,1,0,2,3,0,1,0,0,0 +wertzvi01,1962,1,DET,AL,74,105,7,34,2,0,5,18,0,0,5,13,0,1,0,1,1 +whitebi03,1962,1,SLN,NL,159,614,93,199,31,3,20,102,9,7,58,69,6,6,1,3,11 +whiteel02,1962,1,CHN,NL,23,53,4,8,2,0,0,1,3,0,8,11,0,1,2,0,2 +whitesa02,1962,1,PHI,NL,41,97,7,21,4,0,2,12,0,0,2,16,0,1,2,1,6 +whitffr01,1962,1,SLN,NL,73,158,20,42,7,1,8,34,1,0,7,30,1,1,0,1,6 +wickeda01,1962,1,KC1,AL,30,35,1,2,0,0,0,0,0,0,2,13,0,0,2,0,1 +wilheho01,1962,1,BAL,AL,52,16,1,2,0,0,0,0,0,0,1,10,0,0,0,0,0 +willbo01,1962,1,CHN,NL,87,92,6,22,3,0,2,15,0,0,13,22,2,0,1,2,1 +willeca01,1962,1,ML1,NL,30,11,0,3,1,0,0,0,0,0,1,6,0,0,1,0,0 +willibi01,1962,1,CHN,NL,159,618,94,184,22,8,22,91,9,9,70,72,3,4,0,7,11 +willidi02,1962,1,BAL,AL,82,178,20,44,7,1,1,18,0,0,14,26,0,1,2,2,8 +willido01,1962,1,KC1,AL,3,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +willige01,1962,1,HOU,NL,5,8,1,3,1,0,0,2,0,0,0,1,0,0,0,0,0 +willist02,1962,1,LAN,NL,40,66,4,5,0,0,2,3,0,0,2,33,0,0,1,0,1 +willsma01,1962,1,LAN,NL,165,695,130,208,13,10,6,48,104,13,51,57,1,2,7,4,7 +willste01,1962,1,BOS,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +willste01,1962,2,CIN,NL,26,16,0,5,0,0,0,0,0,0,0,4,0,0,0,0,0 +wilsoea01,1962,1,BOS,AL,35,69,8,12,2,0,3,8,0,0,5,19,0,0,1,0,0 +windhgo01,1962,1,KC1,AL,14,19,1,3,1,0,0,1,0,0,0,3,0,0,2,0,0 +windhgo01,1962,2,LAA,AL,40,45,9,8,6,0,0,1,1,1,7,10,1,0,1,0,1 +winebo01,1962,1,PHI,NL,112,311,30,76,15,0,4,25,2,0,11,49,3,0,6,3,18 +wittge01,1962,1,LAA,AL,5,3,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +wittge01,1962,2,HOU,NL,8,4,1,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +wojcijo01,1962,1,KC1,AL,16,43,8,13,4,0,0,9,3,0,13,4,0,1,0,0,0 +woodeha01,1962,1,HOU,NL,31,37,0,3,0,0,0,1,0,0,3,15,0,0,3,0,1 +woodja01,1962,1,DET,AL,111,367,68,83,10,5,8,30,24,3,33,59,0,1,2,1,5 +woodlge01,1962,1,WS2,AL,44,107,19,30,4,0,5,16,1,0,24,5,4,2,1,0,1 +woodlge01,1962,2,NYN,NL,81,190,18,52,8,1,5,24,0,0,24,22,3,1,0,3,5 +woodwi01,1962,1,BOS,AL,1,3,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +wyattjo02,1962,1,KC1,AL,59,29,2,3,0,0,0,0,0,0,1,15,0,0,0,0,0 +wynnea01,1962,1,CHA,AL,27,54,5,7,1,0,0,2,0,0,7,17,0,0,2,0,0 +yastrca01,1962,1,BOS,AL,160,646,99,191,43,6,19,94,7,4,66,82,7,3,2,2,27 +yosted01,1962,1,LAA,AL,52,104,22,25,9,1,0,10,0,2,30,21,0,1,0,1,3 +zannido01,1962,1,CHA,AL,44,18,2,5,0,0,0,3,1,0,3,3,0,0,2,0,1 +zimmedo01,1962,1,NYN,NL,14,52,3,4,1,0,0,1,0,1,3,10,0,0,0,0,1 +zimmedo01,1962,2,CIN,NL,63,192,16,48,11,2,2,16,1,2,14,30,1,1,0,0,5 +zimmeje01,1962,1,MIN,AL,34,62,8,17,4,0,0,7,0,0,3,5,0,1,3,0,1 +zipfebu01,1962,1,WS2,AL,68,184,21,44,4,1,6,21,1,2,17,43,1,1,1,0,1 +aaronha01,1963,1,ML1,NL,161,631,121,201,29,4,44,130,31,5,78,94,18,0,0,5,11 +aaronto01,1963,1,ML1,NL,72,135,6,27,6,1,1,15,0,3,11,27,1,0,3,2,7 +abernte02,1963,1,CLE,AL,43,5,1,2,1,0,0,0,0,0,1,2,0,0,1,0,0 +acklefr01,1963,1,CHA,AL,2,5,0,1,0,0,0,0,0,0,0,4,0,0,0,0,0 +adairje01,1963,1,BAL,AL,109,382,34,87,21,3,6,30,3,3,9,51,2,2,3,5,17 +adcocjo01,1963,1,CLE,AL,97,283,28,71,7,1,13,49,1,2,30,53,4,0,1,3,7 +adlesda01,1963,1,HOU,NL,6,8,0,0,0,0,0,0,0,0,0,4,0,0,0,0,1 +ageeto01,1963,1,CLE,AL,13,27,3,4,1,0,1,3,0,0,2,9,0,0,0,0,1 +aguirha01,1963,1,DET,AL,38,76,5,10,3,0,0,6,1,0,3,48,0,0,2,0,0 +allenbe01,1963,1,MIN,AL,139,421,52,101,20,1,9,43,0,0,38,52,8,1,3,3,6 +allenbo04,1963,1,CLE,AL,43,5,0,1,0,0,0,0,0,0,0,4,0,0,0,0,0 +allendi01,1963,1,PHI,NL,10,24,6,7,2,1,0,2,0,0,0,5,0,0,0,1,2 +alleyge01,1963,1,PIT,NL,17,51,3,11,1,0,0,0,0,1,2,12,0,0,3,0,1 +allisbo01,1963,1,MIN,AL,148,527,99,143,25,4,35,91,6,1,90,109,2,3,1,5,7 +aloufe01,1963,1,SFN,NL,157,565,75,159,31,9,20,82,11,2,27,87,3,6,5,4,13 +alouje01,1963,1,SFN,NL,16,24,3,6,1,0,0,5,0,1,0,3,0,1,0,0,1 +alouma01,1963,1,SFN,NL,63,76,4,11,1,0,0,2,0,1,2,13,0,1,1,0,1 +altmage01,1963,1,SLN,NL,135,464,62,127,18,7,9,47,13,4,47,93,2,2,2,6,7 +alusige01,1963,1,KC1,AL,87,221,28,59,11,0,9,37,0,1,26,33,0,1,3,1,6 +alvisma01,1963,1,CLE,AL,158,602,81,165,32,7,22,67,9,7,36,109,2,10,8,4,6 +amalfjo01,1963,1,SFN,NL,54,137,11,24,3,0,1,7,2,6,12,18,0,1,2,1,5 +amaroru01,1963,1,PHI,NL,115,217,25,47,9,2,2,19,0,1,19,31,6,0,6,3,4 +anderbo01,1963,1,DET,AL,32,9,1,4,1,0,0,2,0,0,0,3,0,0,0,0,0 +andercr01,1963,1,NYN,NL,3,3,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +aparilu01,1963,1,BAL,AL,146,601,73,150,18,8,5,45,40,6,36,35,2,2,6,6,10 +arrigge01,1963,1,MIN,AL,5,4,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +arroylu01,1963,1,NYA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +asprobo01,1963,1,HOU,NL,136,468,42,100,9,5,8,49,3,1,40,57,4,1,3,2,15 +asproke01,1963,1,CHN,NL,20,34,2,5,3,0,0,4,0,0,4,4,1,0,0,0,1 +averiea02,1963,1,PHI,NL,47,71,8,19,2,0,3,8,0,0,9,14,1,0,1,2,2 +azcuejo01,1963,1,KC1,AL,2,4,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +azcuejo01,1963,2,CLE,AL,94,320,26,91,16,0,14,46,1,1,15,46,1,0,1,3,13 +bailebo01,1963,1,PIT,NL,154,570,60,130,15,3,12,45,10,9,58,98,2,5,4,3,9 +baileed01,1963,1,SFN,NL,105,308,41,81,8,0,21,68,0,6,50,64,11,1,0,2,6 +bairdbo01,1963,1,WS2,AL,5,3,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +bakerto02,1963,1,CHN,NL,10,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +baldsja01,1963,1,PHI,NL,65,20,0,0,0,0,0,0,0,0,0,8,0,0,1,0,0 +bankser01,1963,1,CHN,NL,130,432,41,98,20,1,18,64,0,3,39,73,16,4,1,8,7 +banksge01,1963,1,MIN,AL,25,71,5,11,4,0,3,8,0,0,9,21,1,1,0,0,2 +barbest01,1963,1,BAL,AL,39,87,3,12,2,0,1,4,0,0,4,38,0,0,5,0,0 +barracu01,1963,1,CHN,NL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +bassno01,1963,1,KC1,AL,3,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +batemjo01,1963,1,HOU,NL,128,404,23,85,8,6,10,59,0,0,13,103,1,9,4,4,9 +batteea01,1963,1,MIN,AL,147,508,64,145,17,1,26,84,0,0,61,75,8,8,6,3,16 +baumafr01,1963,1,CHA,AL,24,11,1,1,0,0,0,0,0,0,1,2,0,0,0,0,0 +bautaed01,1963,1,SLN,NL,38,5,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +bautaed01,1963,2,NYN,NL,9,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +bearnla01,1963,1,NYN,NL,58,30,2,6,1,1,0,3,0,0,0,12,0,1,0,0,0 +beaucji01,1963,1,SLN,NL,4,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +becquju01,1963,1,MIN,AL,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +belinbo01,1963,1,LAA,AL,13,27,0,2,0,0,0,1,0,0,1,11,0,0,0,0,0 +bellga01,1963,1,CLE,AL,58,26,0,3,0,0,0,0,0,0,1,8,0,0,2,0,0 +bellgu01,1963,1,ML1,NL,3,3,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +bennede01,1963,1,PHI,NL,23,40,3,9,0,0,1,4,0,1,3,20,0,0,1,0,0 +berrayo01,1963,1,NYA,AL,64,147,20,43,6,0,8,28,1,0,15,17,2,1,0,1,4 +berryke01,1963,1,CHA,AL,4,5,2,1,0,0,0,0,0,0,1,1,0,0,0,0,0 +bertedi01,1963,1,CHN,NL,100,322,15,75,7,2,2,14,0,2,24,41,6,0,2,2,8 +blancjo01,1963,1,NYA,AL,76,218,22,49,4,0,16,45,0,0,26,30,3,0,1,2,5 +blasido01,1963,1,CIN,NL,18,31,4,5,2,0,0,0,0,1,7,5,0,0,0,0,0 +blasido01,1963,2,WS2,AL,69,254,29,65,10,2,2,12,3,2,24,18,1,0,0,0,1 +blasiwa01,1963,1,ML1,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bloombu01,1963,1,SLN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +boccajo01,1963,1,CHN,NL,24,74,7,14,4,1,1,5,0,1,6,21,0,0,0,1,2 +bolinbo01,1963,1,SFN,NL,47,35,5,5,0,0,1,3,0,0,5,17,0,0,4,0,1 +bollifr01,1963,1,ML1,NL,142,542,73,132,18,2,5,43,2,1,41,47,3,3,17,3,11 +boozejo01,1963,1,PHI,NL,26,21,0,3,0,0,0,0,0,0,0,8,0,0,0,0,0 +borosst01,1963,1,CHN,NL,41,90,9,19,5,1,3,7,0,2,12,19,0,0,2,0,1 +bouldca01,1963,1,WS2,AL,10,7,0,0,0,0,0,0,0,0,1,5,0,0,0,0,0 +boutoji01,1963,1,NYA,AL,40,83,0,6,1,0,0,5,0,0,1,33,0,0,11,0,1 +bowensa01,1963,1,BAL,AL,15,48,8,16,3,1,1,9,1,1,4,5,1,0,0,0,0 +bowmaer01,1963,1,SFN,NL,81,125,10,23,3,0,0,4,1,2,0,15,0,0,4,2,2 +bowsfte01,1963,1,KC1,AL,43,23,2,1,1,0,0,2,0,0,3,9,0,0,2,0,0 +boyercl02,1963,1,NYA,AL,152,557,59,140,20,3,12,54,4,2,33,91,11,2,2,2,5 +boyerke01,1963,1,SLN,NL,159,617,86,176,28,2,24,111,1,0,70,90,10,2,0,4,20 +brandja01,1963,1,BAL,AL,142,451,49,112,15,5,15,61,4,5,34,85,3,0,3,5,12 +brandro01,1963,1,PIT,NL,46,66,8,19,2,0,1,7,0,0,10,11,0,1,0,0,1 +breedma01,1963,1,WS2,AL,58,197,20,54,7,2,1,14,1,1,7,21,0,0,1,0,1 +breedma01,1963,2,LAN,NL,20,36,6,6,0,0,0,1,1,0,2,5,0,0,2,0,0 +bressed01,1963,1,BOS,AL,140,497,61,129,23,6,20,60,1,1,52,93,2,2,3,5,9 +breweji01,1963,1,CHN,NL,29,6,0,0,0,0,0,1,0,0,3,4,0,0,1,0,0 +bridgma01,1963,1,NYA,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brighha01,1963,1,CIN,NL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +brighha01,1963,2,NYA,AL,60,157,15,37,7,0,7,23,0,0,13,31,1,1,1,1,4 +brinked01,1963,1,WS2,AL,145,514,44,117,20,3,7,45,5,3,31,86,4,4,4,2,6 +brocklo01,1963,1,CHN,NL,148,547,79,141,19,11,9,37,24,12,31,122,2,4,2,4,2 +brogler01,1963,1,SLN,NL,39,89,6,10,2,0,0,2,0,0,2,28,0,0,10,1,1 +bronsji01,1963,1,WS2,AL,27,12,0,0,0,0,0,0,0,0,0,7,0,0,0,0,0 +brosnji01,1963,1,CIN,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brosnji01,1963,2,CHA,AL,45,13,0,4,0,0,0,0,0,0,0,4,0,0,0,0,0 +browndi01,1963,1,BAL,AL,59,171,13,42,7,0,2,13,1,0,15,35,6,1,3,0,2 +brownga01,1963,1,DET,AL,55,82,16,22,3,1,2,14,2,1,8,13,0,1,0,2,3 +brownha01,1963,1,HOU,NL,26,43,2,4,0,0,0,2,0,0,1,11,0,0,3,0,3 +brownla01,1963,1,CLE,AL,74,247,28,63,6,0,5,18,4,3,22,27,0,1,9,2,4 +brownpa01,1963,1,PHI,NL,6,2,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +brownto03,1963,1,WS2,AL,61,116,8,17,4,0,1,4,2,1,11,45,0,1,0,0,0 +brucebo01,1963,1,HOU,NL,32,55,5,7,2,1,0,1,0,0,5,17,0,1,3,0,0 +brunege01,1963,1,HOU,NL,5,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +brunege01,1963,2,BAL,AL,16,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +brutobi01,1963,1,DET,AL,145,524,84,134,21,8,8,48,14,7,59,70,3,0,10,1,6 +bryanbi01,1963,1,KC1,AL,24,65,11,11,1,1,3,7,0,0,9,22,5,0,0,0,1 +bucheje01,1963,1,SLN,NL,3,4,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +bufordo01,1963,1,CHA,AL,12,42,9,12,1,2,0,5,1,0,5,7,0,0,0,1,1 +buhlbo01,1963,1,CHN,NL,37,74,2,8,0,0,0,5,1,0,0,28,0,0,7,0,1 +bunkewa01,1963,1,BAL,AL,1,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +bunniji01,1963,1,DET,AL,41,84,4,13,1,1,0,5,0,0,4,15,0,0,6,0,4 +burdefr01,1963,1,CHN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +burdele01,1963,1,ML1,NL,17,26,2,1,0,1,0,1,0,0,1,11,0,2,4,0,0 +burdele01,1963,2,SLN,NL,21,31,0,3,1,0,0,1,1,0,0,6,0,0,3,0,0 +burgesm01,1963,1,PIT,NL,91,264,20,74,10,1,6,37,0,1,24,14,8,1,0,4,12 +burkele02,1963,1,SLN,NL,30,49,6,10,2,1,1,5,0,0,4,12,0,0,0,0,1 +burkele02,1963,2,CHN,NL,27,49,4,9,0,0,2,7,0,1,4,13,1,0,0,1,1 +burnspe01,1963,1,BAL,AL,6,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +burnspe01,1963,2,WS2,AL,38,11,0,1,0,0,0,2,0,0,1,5,0,0,0,0,1 +burrila01,1963,1,NYN,NL,41,100,9,22,2,1,0,3,1,0,8,25,1,2,0,0,0 +burtoel01,1963,1,CLE,AL,26,31,6,6,3,0,1,1,0,0,4,4,0,0,0,0,1 +burtoel01,1963,2,CHN,NL,93,322,45,74,16,1,12,41,6,3,36,59,1,4,6,5,6 +butteto01,1963,1,PIT,NL,6,3,0,1,0,0,0,1,0,0,0,2,0,0,0,0,0 +buzhajo01,1963,1,CHA,AL,20,48,2,4,2,0,0,1,0,0,0,20,0,0,1,0,0 +callijo01,1963,1,PHI,NL,157,626,96,178,36,11,26,78,8,3,50,111,4,2,13,1,8 +calmudi01,1963,1,LAN,NL,21,6,0,0,0,0,0,0,0,0,0,5,0,0,0,0,0 +camildo02,1963,1,LAN,NL,49,117,9,19,1,1,3,10,0,0,11,22,6,0,2,0,4 +campbji01,1963,1,HOU,NL,55,158,9,35,3,0,4,19,0,0,10,40,3,0,4,0,7 +cannich01,1963,1,NYN,NL,16,33,4,8,1,0,0,4,0,0,1,8,0,0,0,1,0 +cardejo02,1963,1,SFN,NL,9,5,1,1,0,0,0,2,0,1,1,1,0,0,0,0,0 +cardele01,1963,1,CIN,NL,158,565,42,133,22,4,7,48,3,5,23,101,6,4,8,1,13 +cardico01,1963,1,HOU,NL,6,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1 +cardwdo01,1963,1,PIT,NL,33,71,3,6,0,0,0,2,0,0,5,35,0,1,3,0,0 +carmedu01,1963,1,SLN,NL,57,44,9,10,1,0,1,2,0,0,9,11,0,0,0,0,0 +carmedu01,1963,2,NYN,NL,47,149,11,35,5,3,3,18,2,2,16,37,2,0,1,1,0 +carreca01,1963,1,CHA,AL,101,270,28,74,10,1,2,35,1,1,23,32,2,1,4,1,9 +cartyri01,1963,1,ML1,NL,2,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +cashno01,1963,1,DET,AL,147,493,67,133,19,1,26,79,2,3,89,76,8,6,2,3,9 +causewa01,1963,1,KC1,AL,139,554,72,155,32,4,8,44,4,2,56,54,3,0,7,2,9 +cepedor01,1963,1,SFN,NL,156,579,100,183,33,4,34,97,8,3,37,70,11,10,0,3,18 +chancbo01,1963,1,CLE,AL,16,52,5,15,4,0,2,7,0,1,1,10,0,0,1,0,1 +chancde01,1963,1,LAA,AL,45,80,5,12,1,0,0,3,0,0,2,38,0,0,7,0,0 +charled01,1963,1,KC1,AL,158,603,82,161,28,2,15,79,15,8,58,79,7,5,5,8,21 +cheneto01,1963,1,WS2,AL,26,46,2,5,0,0,0,1,0,0,0,10,0,0,2,0,2 +chrisjo01,1963,1,NYN,NL,64,149,19,33,5,1,1,8,1,3,13,21,0,3,2,1,2 +cimolgi01,1963,1,KC1,AL,145,529,56,139,19,11,4,48,3,1,39,72,3,2,5,6,12 +ciscoga01,1963,1,NYN,NL,51,38,0,5,1,0,0,3,0,0,4,9,0,0,2,1,0 +clemedo01,1963,1,SLN,NL,5,6,1,1,0,0,1,2,0,0,1,2,0,0,1,0,0 +clemero01,1963,1,PIT,NL,152,600,77,192,23,8,17,76,12,2,31,64,6,4,4,3,24 +clenddo01,1963,1,PIT,NL,154,563,65,155,28,7,15,57,22,13,39,136,3,5,3,4,14 +clinety01,1963,1,ML1,NL,72,174,17,41,2,1,0,10,2,1,10,31,0,2,3,1,1 +clintlo01,1963,1,BOS,AL,148,560,71,130,23,7,22,77,0,0,49,118,6,1,0,2,17 +clonito01,1963,1,ML1,NL,41,37,2,5,0,0,0,1,0,0,1,8,0,0,5,0,0 +coateji01,1963,1,WS2,AL,20,6,0,0,0,0,0,0,0,0,0,6,0,0,0,0,0 +coateji01,1963,2,CIN,NL,9,3,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +cokerji01,1963,1,SFN,NL,4,5,0,1,0,0,0,0,0,0,1,2,0,0,0,0,0 +colavro01,1963,1,DET,AL,160,597,91,162,29,2,22,91,0,0,84,78,9,1,2,8,18 +colemch01,1963,1,NYN,NL,106,247,22,44,0,0,3,9,5,5,24,49,3,5,1,0,4 +colemgo01,1963,1,CIN,NL,123,365,38,90,20,2,14,59,1,0,29,51,1,2,1,3,7 +conlege01,1963,1,BOS,AL,9,15,1,3,1,0,0,0,0,0,0,1,0,0,1,0,0 +constji01,1963,1,SFN,NL,4,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +cookcl01,1963,1,NYN,NL,50,106,9,15,2,1,2,8,0,1,12,37,4,0,2,0,1 +coombda01,1963,1,HOU,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cottich01,1963,1,WS2,AL,113,337,30,69,16,4,5,21,2,1,24,63,6,0,4,1,5 +covinwe01,1963,1,PHI,NL,119,353,46,107,24,1,17,64,1,0,26,56,7,2,2,0,8 +cowanbi01,1963,1,CHN,NL,14,36,1,9,1,1,1,2,0,1,0,11,0,0,0,0,0 +craigro01,1963,1,NYN,NL,46,69,0,6,0,0,0,0,0,2,5,39,0,0,3,0,2 +crandde01,1963,1,ML1,NL,86,259,18,52,4,0,3,28,1,4,18,22,5,0,3,2,10 +culpra01,1963,1,PHI,NL,34,66,4,9,1,0,0,4,0,0,3,29,0,0,7,0,1 +cunnijo01,1963,1,CHA,AL,67,210,32,60,12,1,1,31,1,0,33,23,2,4,2,3,4 +curtija01,1963,1,CLE,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dahlja01,1963,1,HOU,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dailebi01,1963,1,MIN,AL,66,21,2,5,0,0,1,4,0,0,2,10,0,0,1,0,1 +daleybu01,1963,1,NYA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dalrycl01,1963,1,PHI,NL,142,452,40,114,15,3,10,40,0,2,45,55,15,5,9,0,8 +damasja01,1963,1,SLN,NL,5,5,1,1,0,0,0,1,0,0,0,4,0,0,0,0,0 +daniebe02,1963,1,WS2,AL,36,46,5,7,1,0,0,3,0,0,7,20,0,1,6,0,0 +davalvi01,1963,1,CLE,AL,90,370,44,108,18,5,7,36,3,3,16,41,0,1,5,2,4 +davenji01,1963,1,SFN,NL,147,460,40,116,19,3,4,36,5,2,32,87,4,0,11,6,11 +davisbr02,1963,1,HOU,NL,34,55,7,11,2,0,1,2,0,0,4,10,1,0,1,0,1 +davisto02,1963,1,LAN,NL,146,556,69,181,19,3,16,88,15,10,29,59,5,4,1,7,17 +daviswi02,1963,1,LAN,NL,156,515,60,126,19,8,9,60,25,11,25,61,6,3,6,6,9 +debusda01,1963,1,CHA,AL,24,22,1,1,0,0,0,0,0,0,1,9,0,0,2,0,0 +deesch01,1963,1,LAA,AL,60,202,23,62,11,1,3,27,3,3,11,31,1,8,3,3,6 +delahmi01,1963,1,CLE,AL,67,150,15,40,10,0,5,25,0,0,9,29,0,1,1,0,3 +delgrbo01,1963,1,KC1,AL,121,306,40,65,7,1,8,29,1,2,40,52,1,5,4,3,6 +delocik01,1963,1,BOS,AL,6,12,0,0,0,0,0,0,0,0,0,7,0,0,0,0,0 +delocik01,1963,2,BAL,AL,7,9,0,0,0,0,0,0,0,0,0,4,0,0,0,0,1 +demetdo01,1963,1,PHI,NL,154,515,63,133,20,2,22,83,1,4,31,93,10,6,5,3,8 +dicksji01,1963,1,HOU,NL,13,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dillado01,1963,1,ML1,NL,67,119,9,28,6,4,1,12,0,2,5,21,0,1,1,1,3 +dillost01,1963,1,NYN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +donovdi01,1963,1,CLE,AL,31,69,4,9,1,0,1,2,0,0,2,31,0,0,3,0,3 +dottega01,1963,1,MIN,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +downial01,1963,1,NYA,AL,24,58,4,6,2,0,0,2,0,0,3,31,0,0,3,0,0 +drabomo01,1963,1,KC1,AL,26,62,4,10,3,0,2,8,0,0,0,21,0,0,3,0,1 +drottdi01,1963,1,HOU,NL,27,23,2,3,0,0,0,0,0,0,0,8,0,0,1,0,1 +drysddo01,1963,1,LAN,NL,42,96,5,16,1,1,0,5,0,0,9,35,0,1,6,2,3 +duckwji01,1963,1,WS2,AL,37,27,0,0,0,0,0,0,0,0,0,22,0,1,3,0,0 +duffaji01,1963,1,SFN,NL,34,18,0,2,0,0,0,1,0,0,0,7,0,0,1,0,0 +dulibbo01,1963,1,LAA,AL,6,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +durenry01,1963,1,PHI,NL,34,21,4,3,0,0,0,0,0,0,1,11,0,2,0,0,0 +dustabo01,1963,1,DET,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +earlear01,1963,1,BOS,AL,53,18,1,5,1,0,0,2,0,0,0,9,0,0,0,0,0 +edwardo01,1963,1,CLE,AL,10,31,6,8,2,0,0,0,0,0,2,6,2,0,0,0,0 +edwardo01,1963,2,KC1,AL,71,240,16,60,12,0,6,35,0,1,11,23,6,2,1,1,5 +edwarjo01,1963,1,CIN,NL,148,495,46,128,19,4,11,67,1,5,45,93,5,4,2,5,8 +egandi02,1963,1,DET,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +elliola01,1963,1,PIT,NL,4,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +ellswdi01,1963,1,CHN,NL,37,94,8,9,0,0,0,5,0,0,8,38,0,0,8,0,0 +elstodo01,1963,1,CHN,NL,51,4,1,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +emeryca01,1963,1,PHI,NL,16,19,0,3,1,0,0,0,0,0,0,2,0,0,0,0,0 +espossa01,1963,1,CHA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +espossa01,1963,2,KC1,AL,18,25,3,5,1,0,0,2,0,0,3,3,0,0,0,1,2 +essegch01,1963,1,KC1,AL,101,231,23,52,9,0,5,27,0,0,19,48,0,1,1,2,7 +estrach01,1963,1,BAL,AL,8,10,0,1,0,0,0,0,0,0,0,5,0,0,2,0,0 +facero01,1963,1,PIT,NL,56,8,0,2,0,0,0,1,0,0,0,4,0,0,0,0,0 +fairlro01,1963,1,LAN,NL,152,490,62,133,21,0,12,77,5,2,58,69,7,1,11,4,12 +fanokha01,1963,1,SLN,NL,12,5,0,2,1,0,0,2,0,0,0,1,0,0,0,0,0 +farretu01,1963,1,HOU,NL,34,63,6,9,3,0,0,2,0,0,4,24,0,0,3,0,1 +faulbi01,1963,1,DET,AL,28,27,1,4,2,0,0,1,0,0,2,11,0,0,1,0,0 +fazioer01,1963,1,HOU,NL,102,228,31,42,10,3,2,5,4,4,27,70,1,1,2,0,2 +fernach01,1963,1,DET,AL,15,49,3,7,1,0,0,2,0,1,6,11,0,0,1,0,4 +fernach01,1963,2,NYN,NL,58,145,12,29,6,0,1,9,3,0,9,30,2,0,1,2,0 +ferraal01,1963,1,LAN,NL,21,44,2,7,0,0,1,1,0,0,6,9,0,1,1,0,0 +fischbi01,1963,1,KC1,AL,45,15,0,1,0,0,0,0,0,0,3,6,0,1,3,0,0 +fischha01,1963,1,ML1,NL,31,19,0,2,0,0,0,0,0,0,1,7,0,0,2,0,0 +fisheed02,1963,1,CHA,AL,33,36,2,5,0,0,0,0,0,0,2,15,0,0,1,0,2 +fisheja01,1963,1,SFN,NL,36,29,1,3,2,0,0,4,0,0,4,5,0,0,2,0,0 +floodcu01,1963,1,SLN,NL,158,662,112,200,34,9,5,63,17,12,42,57,3,2,6,2,5 +foileha01,1963,1,CIN,NL,1,3,0,0,0,0,0,0,1,0,1,0,1,0,0,0,0 +foileha01,1963,2,LAA,AL,41,84,8,18,1,1,4,10,0,0,8,13,1,1,1,0,3 +fordwh01,1963,1,NYA,AL,38,92,5,13,2,0,1,4,2,2,6,22,0,0,5,0,2 +fornimi01,1963,1,BOS,AL,9,3,0,1,1,0,0,0,0,0,0,2,0,0,0,0,0 +fornimi01,1963,2,MIN,AL,11,6,1,1,0,1,0,1,0,0,0,3,0,0,0,0,0 +fostela01,1963,1,DET,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fowlear01,1963,1,LAA,AL,57,9,3,2,0,0,0,0,0,0,1,5,0,0,2,0,0 +foxne01,1963,1,CHA,AL,137,539,54,140,19,0,2,42,0,2,24,17,1,7,10,2,10 +foxte01,1963,1,DET,AL,46,11,1,1,0,0,0,0,0,0,2,7,0,0,1,0,0 +foytapa01,1963,1,DET,AL,9,4,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +foytapa01,1963,2,LAA,AL,26,15,0,4,0,0,0,0,0,0,1,4,0,0,2,0,0 +francea01,1963,1,PIT,NL,34,26,1,8,3,0,0,3,0,0,0,12,0,0,0,0,0 +francti01,1963,1,CLE,AL,142,500,57,114,29,0,10,41,9,1,47,77,7,2,2,2,10 +freehbi01,1963,1,DET,AL,100,300,37,73,12,2,9,36,2,0,39,56,4,2,1,3,8 +freesge02,1963,1,CIN,NL,66,217,20,53,9,1,6,26,4,2,17,42,2,2,2,2,2 +fregoji01,1963,1,LAA,AL,154,592,83,170,29,12,9,50,2,2,36,104,3,0,9,5,10 +frienbo01,1963,1,PIT,NL,39,86,2,9,0,0,0,2,0,0,1,31,0,0,10,0,0 +funkfr01,1963,1,ML1,NL,26,4,1,0,0,0,0,0,0,0,1,3,0,0,0,0,0 +gabrile02,1963,1,ML1,NL,46,120,14,26,5,0,3,15,1,1,8,23,1,0,0,1,0 +gagliph01,1963,1,SLN,NL,10,5,1,2,0,0,0,1,0,0,1,1,0,0,0,0,0 +gainejo01,1963,1,BAL,AL,66,126,24,36,4,1,6,20,2,1,20,39,0,0,0,1,4 +gardnbi02,1963,1,BOS,AL,36,84,4,16,2,1,0,1,0,0,4,19,1,1,0,0,1 +garibbo01,1963,1,SFN,NL,4,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gatewau01,1963,1,LAA,AL,4,8,0,0,0,0,0,0,0,0,0,5,0,0,0,0,0 +geigega01,1963,1,BOS,AL,121,399,67,105,13,5,16,44,9,4,36,63,2,3,0,2,5 +gentiji01,1963,1,BAL,AL,145,496,65,123,16,1,24,72,1,0,76,101,9,6,1,3,14 +gibbojo01,1963,1,PIT,NL,40,43,1,4,0,0,0,0,0,0,1,15,0,0,3,0,0 +gibbsja01,1963,1,NYA,AL,4,8,1,2,0,0,0,0,0,0,0,1,0,0,0,0,0 +gibsobo01,1963,1,SLN,NL,41,87,12,18,3,1,3,20,0,0,8,35,0,0,5,0,1 +gilliji01,1963,1,LAN,NL,148,525,77,148,27,4,6,49,19,5,60,28,2,2,12,6,11 +gladdfr01,1963,1,DET,AL,22,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gleasro01,1963,1,LAN,NL,8,1,3,1,1,0,0,0,0,0,0,0,0,0,0,0,0 +goldeji01,1963,1,HOU,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +goldypu01,1963,1,DET,AL,9,8,1,2,0,0,0,0,0,0,0,4,0,0,0,0,0 +gondeje01,1963,1,CIN,NL,31,32,5,10,2,0,3,5,0,0,1,12,0,0,0,0,0 +gondeje01,1963,2,NYN,NL,42,126,12,38,4,0,3,15,1,2,6,25,0,0,0,2,3 +gonzape01,1963,1,NYA,AL,14,26,3,5,1,0,0,1,0,1,0,5,0,0,2,0,0 +gonzato01,1963,1,PHI,NL,155,555,78,170,36,12,4,66,13,8,53,68,5,8,4,5,11 +goryljo01,1963,1,MIN,AL,64,150,29,43,5,3,9,24,0,0,15,29,4,1,7,1,4 +gosgeji01,1963,1,BOS,AL,19,16,3,1,0,0,0,0,0,0,3,5,0,0,0,0,0 +gossho01,1963,1,HOU,NL,133,411,37,86,18,2,9,44,4,6,31,128,2,0,4,2,3 +gotayju01,1963,1,PIT,NL,4,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +grahawa01,1963,1,PHI,NL,10,22,1,4,0,0,0,0,0,0,3,1,0,0,0,0,0 +grammal01,1963,1,CHN,NL,16,27,1,5,0,0,0,0,0,0,0,3,0,0,0,0,0 +grantmu01,1963,1,CLE,AL,53,69,11,13,3,0,1,3,1,0,5,24,0,0,7,0,0 +grbael01,1963,1,LAA,AL,13,3,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +greenda02,1963,1,PHI,NL,42,35,1,3,0,0,0,1,0,0,1,17,0,0,0,0,0 +greendi01,1963,1,KC1,AL,13,37,5,10,2,0,1,4,0,0,2,10,0,1,0,1,1 +greenge01,1963,1,CLE,AL,43,78,4,16,3,0,2,7,0,0,4,22,0,2,0,1,4 +greenge01,1963,2,CIN,NL,15,31,3,7,1,0,1,3,0,0,0,8,0,1,0,0,1 +greenle01,1963,1,MIN,AL,145,280,41,67,10,1,4,27,11,5,31,21,1,2,2,4,1 +greenpu01,1963,1,NYN,NL,17,54,8,15,1,2,1,5,0,2,12,13,0,0,0,0,1 +griffde01,1963,1,LAN,NL,1,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +groatdi01,1963,1,SLN,NL,158,631,85,201,43,11,6,73,3,1,56,58,2,6,7,4,18 +groteje01,1963,1,HOU,NL,3,5,0,1,0,0,0,1,0,0,1,3,0,0,0,1,0 +haddiha01,1963,1,PIT,NL,50,11,0,2,2,0,0,2,0,0,0,1,0,0,0,1,0 +halldi01,1963,1,BAL,AL,48,28,7,13,1,0,1,4,0,0,0,8,0,0,2,0,0 +halleto01,1963,1,SFN,NL,98,298,32,76,8,1,14,44,4,6,34,45,5,2,3,3,7 +hallji02,1963,1,MIN,AL,156,497,88,129,21,5,33,80,3,3,63,101,4,0,9,2,8 +hamilja01,1963,1,PHI,NL,19,3,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +hamilst01,1963,1,WS2,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hamilst01,1963,2,NYA,AL,34,14,2,4,0,1,0,2,0,0,0,3,0,0,5,0,0 +hankija01,1963,1,KC1,AL,10,34,2,6,0,1,1,4,0,1,0,3,0,0,0,0,0 +hannaji01,1963,1,WS2,AL,13,6,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +hansero02,1963,1,CHA,AL,144,482,55,109,17,2,13,67,1,1,78,74,2,0,5,6,19 +hardyca01,1963,1,HOU,NL,15,44,5,10,3,0,0,3,1,0,3,7,0,0,0,0,1 +harknti01,1963,1,NYN,NL,123,375,35,79,12,3,10,41,4,3,36,79,5,7,0,2,5 +harpeto01,1963,1,CIN,NL,129,408,67,106,12,3,10,37,12,1,44,72,1,3,8,2,10 +harreke01,1963,1,KC1,AL,79,226,16,52,10,1,6,23,1,1,23,58,3,0,2,2,10 +harrimi02,1963,1,PHI,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hartji01,1963,1,SFN,NL,7,20,1,4,1,0,0,2,0,0,3,6,1,2,0,0,1 +hartmjc01,1963,1,HOU,NL,39,90,2,11,1,0,0,3,1,0,2,13,1,1,2,0,3 +heffnbo01,1963,1,BOS,AL,21,43,2,5,3,0,0,2,0,0,1,9,0,0,2,0,0 +heldwo01,1963,1,CLE,AL,133,416,61,103,19,4,17,61,2,2,61,96,10,8,4,4,9 +hendlbo01,1963,1,ML1,NL,46,47,5,5,0,0,0,0,0,0,1,17,0,1,5,0,1 +henrybi01,1963,1,CIN,NL,47,6,0,1,0,0,0,1,0,0,0,3,0,0,1,1,0 +herbera01,1963,1,CHA,AL,33,63,7,14,4,0,1,10,0,0,9,18,0,0,10,1,1 +herbero01,1963,1,SFN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +herrnjo01,1963,1,PHI,NL,15,12,1,2,0,0,1,1,0,0,1,5,0,0,0,0,0 +hershmi01,1963,1,CHA,AL,135,476,64,133,26,2,3,45,9,3,39,39,1,4,5,2,8 +herzowh01,1963,1,DET,AL,52,53,5,8,2,1,0,7,0,0,11,17,3,1,0,1,0 +hickmji02,1963,1,NYN,NL,146,494,53,113,21,6,17,51,0,5,44,120,1,1,3,4,8 +hicksjo01,1963,1,NYN,NL,56,159,16,36,6,1,5,22,0,2,7,31,0,3,0,0,1 +hillech01,1963,1,SFN,NL,111,417,44,93,10,2,6,33,3,2,20,23,0,2,13,2,13 +hintoch01,1963,1,WS2,AL,150,566,80,152,20,12,15,55,25,9,64,79,2,1,8,7,14 +hoakdo01,1963,1,PHI,NL,115,377,35,87,11,3,6,24,5,5,27,52,1,1,3,3,11 +hobaued01,1963,1,WS2,AL,9,2,1,1,0,0,1,1,0,0,1,0,0,0,0,0,0 +hobbigl01,1963,1,CHN,NL,36,50,2,4,0,0,0,0,0,1,2,27,0,0,3,0,1 +hodgegi01,1963,1,NYN,NL,11,22,2,5,0,0,0,3,0,0,3,2,0,0,0,0,0 +hoeftbi01,1963,1,SFN,NL,23,1,0,1,0,0,0,1,0,0,1,0,0,0,1,0,0 +hoernjo01,1963,1,HOU,NL,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hookja01,1963,1,NYN,NL,41,38,4,9,1,0,0,1,0,0,2,13,0,0,2,1,1 +horlejo01,1963,1,CHA,AL,33,40,2,9,0,0,0,3,0,0,1,9,0,0,2,0,1 +hortowi01,1963,1,DET,AL,15,43,6,14,2,1,1,4,2,0,0,8,0,0,0,0,0 +howarbr01,1963,1,CHA,AL,7,4,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +howarel01,1963,1,NYA,AL,135,487,75,140,21,6,28,85,0,0,35,68,4,6,1,2,17 +howarfr01,1963,1,LAN,NL,123,417,58,114,16,1,28,64,1,2,33,116,4,4,2,3,7 +howsedi01,1963,1,KC1,AL,15,41,4,8,0,0,0,1,0,0,7,3,1,0,1,0,0 +howsedi01,1963,2,CLE,AL,49,162,25,40,5,0,1,10,9,3,22,18,0,0,4,2,5 +hubbske01,1963,1,CHN,NL,154,566,54,133,19,3,8,47,8,9,39,93,2,2,3,4,17 +humphbo01,1963,1,SLN,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +huntke01,1963,1,LAA,AL,59,142,17,26,6,1,5,16,0,1,15,49,2,0,2,0,3 +huntke01,1963,2,WS2,AL,7,20,1,4,0,0,1,4,0,0,2,6,1,0,0,0,2 +huntro01,1963,1,NYN,NL,143,533,64,145,28,4,10,42,5,4,40,50,0,13,8,6,13 +jacksal01,1963,1,NYN,NL,49,79,8,16,2,0,0,4,0,1,1,23,0,0,3,1,1 +jacksla01,1963,1,CHN,NL,37,87,5,17,5,0,0,6,0,0,2,24,0,0,9,0,2 +jacksso01,1963,1,HOU,NL,1,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +jamesch01,1963,1,SLN,NL,116,347,34,93,14,2,10,45,2,1,10,64,0,2,4,2,12 +javieju01,1963,1,SLN,NL,161,609,82,160,27,9,9,46,18,10,24,86,1,6,13,2,8 +jayjo01,1963,1,CIN,NL,30,50,0,8,1,0,0,0,0,0,2,22,0,0,2,0,0 +jenkija01,1963,1,WS2,AL,4,3,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +jimenma01,1963,1,KC1,AL,60,157,12,44,9,0,0,15,0,1,16,14,2,5,1,2,6 +johnsbo02,1963,1,BAL,AL,82,254,34,75,10,0,8,32,5,1,18,35,0,2,1,0,3 +johnske02,1963,1,HOU,NL,38,74,3,5,0,0,0,0,0,0,1,34,0,1,5,0,0 +johnto01,1963,1,CLE,AL,6,6,0,0,0,0,0,0,0,0,0,2,0,0,0,0,1 +jonescl01,1963,1,NYN,NL,6,15,1,2,0,0,0,1,0,0,0,4,0,0,0,0,0 +jonesde02,1963,1,CHA,AL,17,16,4,3,0,1,1,2,0,0,2,2,1,1,0,0,1 +jonesma01,1963,1,ML1,NL,93,228,36,50,11,4,3,22,8,4,26,59,5,7,1,1,2 +jonessa02,1963,1,SLN,NL,11,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +joycemi01,1963,1,CHA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +kaatji01,1963,1,MIN,AL,36,61,2,8,1,0,1,8,0,0,2,19,0,2,1,0,1 +kalinal01,1963,1,DET,AL,145,551,89,172,24,3,27,101,6,4,54,48,12,4,3,4,12 +kanehro01,1963,1,NYN,NL,109,191,26,46,6,0,1,9,6,3,5,26,0,2,3,0,7 +kaskoed01,1963,1,CIN,NL,76,199,25,48,9,0,3,10,0,2,21,29,4,0,2,2,3 +kemmeru01,1963,1,HOU,NL,17,7,0,2,0,0,0,0,0,0,0,2,0,0,0,0,0 +kennejo03,1963,1,WS2,AL,36,62,3,11,1,1,0,4,2,0,6,22,0,1,0,0,2 +keougma01,1963,1,CIN,NL,95,172,21,39,8,2,6,21,1,4,25,37,4,4,3,1,2 +killeha01,1963,1,MIN,AL,142,515,88,133,18,0,45,96,0,0,72,105,4,3,0,6,16 +kindaje01,1963,1,CLE,AL,86,234,27,48,4,1,5,20,3,1,18,71,0,2,7,2,5 +kingji01,1963,1,WS2,AL,136,459,61,106,16,5,24,62,3,0,45,43,3,1,3,2,12 +kirklwi01,1963,1,CLE,AL,127,427,51,98,13,2,15,47,8,2,45,99,5,1,2,3,8 +kirkped01,1963,1,LAA,AL,34,77,4,15,5,0,2,7,1,0,6,19,0,1,0,1,1 +klausbi01,1963,1,PHI,NL,11,18,1,1,0,0,0,0,0,0,1,4,0,0,1,0,0 +klimclo01,1963,1,WS2,AL,9,14,1,2,0,0,0,2,0,0,0,1,0,0,0,0,0 +klimclo01,1963,2,ML1,NL,24,46,6,9,1,0,0,1,0,1,0,12,0,0,1,0,0 +klinero01,1963,1,WS2,AL,62,11,0,1,0,1,0,0,0,0,0,7,0,0,0,0,1 +klippjo01,1963,1,PHI,NL,49,26,1,1,0,0,0,0,0,0,0,14,0,0,2,0,0 +kochal01,1963,1,DET,AL,8,3,1,2,1,0,0,1,0,0,0,0,0,0,0,0,0 +kolbga01,1963,1,SLN,NL,75,96,23,26,1,5,3,10,2,1,22,26,0,0,0,1,1 +kolstha01,1963,1,BOS,AL,7,1,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0 +kooncca01,1963,1,CHN,NL,21,19,1,2,0,0,0,0,0,0,1,8,0,1,3,0,0 +koppejo01,1963,1,LAA,AL,76,143,11,30,4,1,1,12,0,0,9,30,1,1,1,2,2 +kostrfr01,1963,1,DET,AL,31,52,4,12,1,0,0,0,0,0,9,13,0,0,1,0,2 +kostrfr01,1963,2,LAA,AL,43,99,6,22,2,1,2,10,0,0,6,17,0,0,0,1,3 +koufasa01,1963,1,LAN,NL,40,110,3,7,0,0,1,7,0,0,6,51,0,0,7,1,2 +kralija01,1963,1,MIN,AL,6,6,1,1,0,1,0,0,0,0,2,3,0,0,1,0,0 +kralija01,1963,2,CLE,AL,28,60,4,11,1,0,1,7,0,0,2,24,0,0,9,1,0 +kraneed01,1963,1,NYN,NL,86,273,22,57,12,2,2,14,4,2,18,50,0,0,1,2,10 +kreutfr01,1963,1,CHA,AL,1,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kubekto01,1963,1,NYA,AL,135,557,72,143,21,3,7,44,4,2,28,68,6,2,3,2,4 +kuennha01,1963,1,SFN,NL,120,417,61,121,13,2,6,31,2,1,44,38,3,2,2,4,10 +kunkebi01,1963,1,NYA,AL,22,6,0,2,0,0,0,1,0,0,1,3,0,0,0,0,0 +lamabja01,1963,1,BOS,AL,65,32,4,3,0,0,1,4,0,0,1,16,0,0,1,0,1 +landibi01,1963,1,KC1,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +landiji01,1963,1,CHA,AL,133,396,56,89,6,6,13,45,8,6,47,75,4,6,5,0,4 +landrdo01,1963,1,CHN,NL,84,227,27,55,4,1,1,10,6,3,13,42,1,4,2,1,3 +landrho01,1963,1,BAL,AL,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +landrho01,1963,2,WS2,AL,42,103,6,18,3,0,1,7,0,0,15,12,1,0,1,0,3 +larkeno01,1963,1,ML1,NL,64,147,15,26,6,0,1,14,0,2,24,24,2,2,1,2,2 +larkeno01,1963,2,SFN,NL,19,14,0,1,0,0,0,0,0,0,2,2,0,0,0,0,1 +larsedo01,1963,1,SFN,NL,46,11,1,2,0,0,0,0,0,0,1,1,0,0,1,0,0 +larusto01,1963,1,KC1,AL,34,44,4,11,1,1,0,1,0,0,7,12,0,0,1,1,0 +laryfr01,1963,1,DET,AL,16,35,2,8,0,1,0,6,0,0,1,10,0,0,2,0,1 +lashefr01,1963,1,MIN,AL,11,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +latmaba01,1963,1,CLE,AL,38,44,4,8,1,1,1,4,0,0,1,13,0,1,3,0,0 +lauch01,1963,1,BAL,AL,29,48,4,9,2,0,0,6,0,0,1,5,0,0,1,0,2 +lauch01,1963,2,KC1,AL,62,187,15,55,11,0,3,26,1,0,14,17,3,0,4,2,7 +lawreji01,1963,1,CLE,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lawve01,1963,1,PIT,NL,21,23,2,5,0,0,0,0,0,0,0,1,0,0,1,0,1 +leedo01,1963,1,LAA,AL,40,45,2,7,1,0,0,1,0,0,0,17,0,0,7,0,1 +leemi01,1963,1,LAA,AL,6,7,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +lemasde01,1963,1,ML1,NL,46,74,5,14,1,0,2,3,0,0,0,19,0,0,6,0,1 +lemaydi01,1963,1,CHN,NL,9,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +lemonji01,1963,1,MIN,AL,7,17,0,2,0,0,0,1,0,0,1,5,0,0,0,0,0 +lemonji01,1963,2,PHI,NL,31,59,6,16,2,0,2,6,0,0,8,18,1,0,0,1,1 +lemonji01,1963,3,CHA,AL,36,80,4,16,0,1,1,8,0,0,12,32,0,0,0,0,0 +leppedo02,1963,1,WS2,AL,73,211,20,50,11,0,6,24,0,0,20,29,2,1,0,1,8 +lillibo01,1963,1,HOU,NL,147,469,31,93,13,1,1,19,3,4,15,35,1,4,7,1,8 +linzph01,1963,1,NYA,AL,72,186,22,50,9,0,2,12,1,6,15,18,0,2,5,1,6 +linzyfr01,1963,1,SFN,NL,8,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +lipskbo01,1963,1,CLE,AL,2,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +lockdo01,1963,1,WS2,AL,149,531,71,134,20,1,27,82,7,3,70,151,3,2,1,7,11 +lockebo01,1963,1,PHI,NL,9,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +loganjo01,1963,1,PIT,NL,81,181,15,42,2,1,0,9,0,0,23,27,5,2,3,0,6 +lolicmi01,1963,1,DET,AL,33,36,3,2,0,0,0,1,0,0,9,20,0,0,2,0,0 +lollash01,1963,1,CHA,AL,35,73,4,17,4,0,0,6,0,0,8,7,0,1,1,0,2 +longda02,1963,1,NYA,AL,14,15,1,3,0,0,0,0,0,0,1,3,0,0,0,0,0 +longje01,1963,1,SLN,NL,5,5,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +lopezhe01,1963,1,NYA,AL,130,433,54,108,13,4,14,52,1,2,35,71,5,0,2,3,12 +lopezma01,1963,1,PHI,NL,5,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +lovripe01,1963,1,KC1,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +lumpeje01,1963,1,KC1,AL,157,595,75,161,26,7,5,59,3,2,58,44,3,0,6,4,9 +luploal01,1963,1,CLE,AL,100,295,34,69,6,2,7,27,4,4,33,62,2,3,1,1,6 +lynchje01,1963,1,CIN,NL,22,32,5,8,3,0,2,9,0,0,1,5,0,1,0,0,0 +lynchje01,1963,2,PIT,NL,88,237,26,63,6,3,10,36,0,1,22,28,2,1,0,2,5 +mackeke01,1963,1,NYN,NL,34,10,0,0,0,0,0,0,0,0,0,5,0,0,0,0,0 +mackeke01,1963,2,SLN,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mahafar01,1963,1,PHI,NL,26,50,2,10,3,0,0,1,0,0,1,12,0,1,3,0,1 +malonji01,1963,1,CIN,NL,34,89,7,15,1,0,0,4,0,0,3,24,0,0,5,1,3 +malzofr01,1963,1,BOS,AL,151,580,66,169,25,2,15,71,0,2,31,45,5,3,3,6,24 +mantife01,1963,1,BOS,AL,66,178,27,56,8,0,6,15,2,1,20,14,1,0,0,0,5 +mantlmi01,1963,1,NYA,AL,65,172,40,54,8,0,15,35,2,1,40,32,4,0,0,1,5 +maricju01,1963,1,SFN,NL,42,112,6,20,2,0,1,4,0,2,3,26,0,0,4,0,0 +marisro01,1963,1,NYA,AL,90,312,53,84,14,1,23,53,1,0,35,40,3,2,1,1,2 +martihe02,1963,1,KC1,AL,6,14,2,4,0,0,1,3,0,1,1,3,0,1,0,0,0 +martijc01,1963,1,CHA,AL,105,259,25,53,11,1,5,28,0,0,26,35,6,1,2,2,2 +martito01,1963,1,CLE,AL,43,141,10,22,4,0,0,8,1,1,5,18,0,0,4,1,4 +matheed01,1963,1,ML1,NL,158,547,82,144,27,4,23,84,3,4,124,119,14,1,0,3,9 +mathene01,1963,1,CHN,NL,61,155,12,24,3,2,4,10,3,4,16,48,2,0,0,0,5 +maxvida01,1963,1,SLN,NL,53,51,12,12,2,0,0,3,0,0,6,11,0,0,0,0,1 +maxwech01,1963,1,CHA,AL,71,130,17,30,4,2,3,17,0,0,31,27,2,0,0,4,3 +mayele01,1963,1,ML1,NL,124,442,67,120,22,7,11,34,14,2,36,52,2,3,3,3,6 +mayswi01,1963,1,SFN,NL,157,596,115,187,32,7,38,103,8,3,66,83,5,2,0,7,15 +mazerbi01,1963,1,PIT,NL,142,534,43,131,22,3,8,52,2,0,32,46,6,0,7,3,15 +mcauldi01,1963,1,DET,AL,150,568,77,149,18,6,13,61,11,5,64,75,1,0,7,5,12 +mcbeaal01,1963,1,PIT,NL,59,31,4,6,1,0,1,3,0,0,0,11,0,0,1,0,0 +mcbrike01,1963,1,LAA,AL,38,87,9,15,6,1,0,6,0,0,1,32,0,0,5,3,2 +mccalbr01,1963,1,CHA,AL,3,7,1,0,0,0,0,0,0,0,1,2,0,0,0,0,0 +mccarti01,1963,1,SLN,NL,127,405,39,117,12,7,4,51,5,2,27,43,5,2,5,4,4 +mccormi03,1963,1,BAL,AL,25,46,5,8,0,0,1,1,0,1,2,16,0,0,3,0,0 +mccovwi01,1963,1,SFN,NL,152,564,103,158,19,5,44,102,1,1,50,119,5,11,1,1,10 +mccrato01,1963,1,CHA,AL,102,280,38,71,11,3,6,33,15,4,21,46,1,3,2,3,5 +mcdanli01,1963,1,CHN,NL,57,22,1,2,0,0,1,2,0,0,0,8,0,0,1,0,0 +mcdowsa01,1963,1,CLE,AL,15,19,1,4,0,0,0,0,0,0,1,9,0,0,4,0,1 +mclaide01,1963,1,DET,AL,3,5,1,1,0,0,1,2,0,0,0,1,0,0,1,1,0 +mclisca01,1963,1,PHI,NL,33,69,7,14,3,0,0,3,0,0,5,28,0,0,4,0,0 +mcmahdo02,1963,1,HOU,NL,49,12,1,1,1,0,0,0,0,0,2,5,0,0,0,0,0 +mcmilro01,1963,1,ML1,NL,100,320,35,80,10,1,4,29,1,5,17,25,2,2,6,1,4 +mcmulke01,1963,1,LAN,NL,79,233,16,55,9,0,5,28,1,2,20,46,2,1,3,2,9 +mcnalda01,1963,1,BAL,AL,29,38,1,2,0,0,0,1,0,0,4,18,0,0,3,0,0 +mejiaro01,1963,1,BOS,AL,111,357,43,81,18,0,11,39,4,1,14,36,2,3,4,3,11 +menkede01,1963,1,ML1,NL,146,518,58,121,16,4,11,50,6,7,37,106,4,6,4,7,8 +metcato01,1963,1,NYA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +millebo04,1963,1,LAN,NL,42,57,1,4,0,0,0,2,0,0,2,24,0,0,5,1,0 +millejo03,1963,1,BAL,AL,3,6,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +millest01,1963,1,BAL,AL,71,16,1,5,1,1,0,3,0,0,0,5,0,0,2,0,0 +minchdo01,1963,1,MIN,AL,82,225,41,58,8,0,17,42,0,0,30,51,0,3,3,1,0 +minosmi01,1963,1,WS2,AL,109,315,38,72,12,2,4,30,8,6,33,38,1,8,4,3,14 +moellro01,1963,1,LAA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +moellro01,1963,2,WS2,AL,8,9,0,2,0,0,0,0,0,0,0,4,0,0,0,0,0 +monbobi01,1963,1,BOS,AL,37,88,6,10,1,0,0,1,0,0,4,43,0,0,10,0,0 +monteau01,1963,1,KC1,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +moonwa01,1963,1,LAN,NL,122,343,41,90,13,2,8,48,5,5,45,43,5,1,4,5,12 +moorera02,1963,1,MIN,AL,31,3,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1 +moranal01,1963,1,NYN,NL,119,331,26,64,5,2,1,23,3,7,36,60,1,1,1,1,6 +moranbi02,1963,1,LAA,AL,153,597,67,164,29,5,7,65,1,1,31,57,2,3,10,7,14 +morehda01,1963,1,BOS,AL,29,57,3,6,0,0,0,2,0,0,1,18,0,0,3,1,2 +morgajo02,1963,1,HOU,NL,8,25,5,6,0,1,0,3,1,0,5,5,0,0,0,0,0 +morgato01,1963,1,LAA,AL,13,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +mortobu01,1963,1,DET,AL,6,11,2,1,0,0,0,2,0,0,2,1,0,0,0,0,0 +mortobu01,1963,2,ML1,NL,15,28,1,5,0,0,0,4,0,0,2,3,1,1,0,0,2 +mossido01,1963,1,DET,AL,24,39,2,8,2,0,0,4,0,0,6,12,0,0,2,0,0 +motama01,1963,1,PIT,NL,59,126,20,34,2,3,0,7,0,2,7,18,0,1,0,0,3 +mudroph01,1963,1,CHN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +murreiv01,1963,1,HOU,NL,2,5,1,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +musiast01,1963,1,SLN,NL,124,337,34,86,10,2,12,58,2,0,35,43,9,2,0,5,3 +narumbu01,1963,1,BAL,AL,7,1,1,1,0,0,1,2,0,0,0,0,0,0,0,0,0 +navarju01,1963,1,LAA,AL,57,15,1,3,0,0,0,0,0,0,2,5,0,0,1,0,0 +nealch01,1963,1,NYN,NL,72,253,26,57,12,1,3,18,1,2,27,49,3,1,1,0,1 +nealch01,1963,2,CIN,NL,34,64,2,10,1,0,0,3,0,1,5,15,0,0,1,0,0 +neemaca01,1963,1,CLE,AL,9,9,0,0,0,0,0,0,0,0,1,5,0,0,1,0,0 +neemaca01,1963,2,WS2,AL,14,18,1,1,0,0,0,0,0,0,1,0,0,0,0,0,0 +nelsome01,1963,1,LAA,AL,39,11,0,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +nendi01,1963,1,LAN,NL,7,8,2,1,0,0,1,1,0,0,3,3,1,0,0,0,1 +newmafr01,1963,1,LAA,AL,12,16,1,4,0,0,0,0,0,0,0,7,0,0,0,0,1 +nichoch02,1963,1,BOS,AL,21,13,1,3,0,0,0,1,0,0,0,4,0,0,1,0,0 +nichoda01,1963,1,CHA,AL,126,449,53,103,11,4,22,70,2,1,63,175,0,0,0,8,3 +nischro01,1963,1,CLE,AL,14,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nixonru01,1963,1,BOS,AL,98,287,27,77,18,1,5,30,0,0,22,32,5,4,1,2,8 +normafr01,1963,1,KC1,AL,2,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +nottedo01,1963,1,HOU,NL,31,66,6,11,0,0,0,3,0,0,1,19,0,0,3,0,0 +nuxhajo01,1963,1,CIN,NL,35,76,6,12,2,0,0,3,0,0,0,25,0,1,4,0,0 +odellbi01,1963,1,SFN,NL,47,78,6,16,3,0,0,3,0,2,4,23,0,0,5,0,1 +odonojo01,1963,1,KC1,AL,1,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +oldisbo01,1963,1,PHI,NL,47,85,8,19,3,0,0,8,0,0,3,5,1,0,1,0,2 +olivato01,1963,1,MIN,AL,7,7,0,3,0,0,0,1,0,0,0,2,0,0,0,0,0 +olivege01,1963,1,SLN,NL,39,102,10,23,4,0,6,18,0,0,13,19,3,0,1,2,4 +olivege01,1963,2,ML1,NL,95,296,34,74,12,2,11,47,4,4,27,59,1,5,0,3,8 +olivena01,1963,1,LAN,NL,65,163,23,39,2,3,1,9,3,4,13,25,0,1,0,1,3 +olivodi01,1963,1,SLN,NL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +orsinjo01,1963,1,BAL,AL,116,379,53,103,18,1,19,56,2,3,38,53,6,9,0,4,7 +ortegph01,1963,1,LAN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +osborbo02,1963,1,WS2,AL,125,358,42,76,14,1,12,44,0,0,49,83,7,3,1,5,5 +osinsda01,1963,1,LAA,AL,47,45,3,5,0,0,0,2,0,0,0,11,0,1,2,1,0 +osteecl01,1963,1,WS2,AL,49,70,8,12,0,0,1,4,0,0,4,20,0,0,5,0,1 +otoolji01,1963,1,CIN,NL,33,74,4,11,0,0,0,2,1,0,1,29,0,0,6,0,0 +owensji01,1963,1,CIN,NL,19,8,1,1,1,0,0,0,0,0,0,4,0,0,0,0,0 +paciojo01,1963,1,HOU,NL,1,3,4,3,0,0,0,3,0,0,2,0,0,0,0,0,0 +paganjo01,1963,1,SFN,NL,148,483,46,113,12,1,6,39,10,7,26,67,5,4,3,3,6 +pagliji01,1963,1,PIT,NL,92,252,27,58,5,0,11,26,0,0,36,57,8,2,3,1,10 +pappami01,1963,1,BAL,AL,36,71,6,9,0,0,2,5,0,0,2,35,0,0,7,0,1 +parsoto01,1963,1,PIT,NL,1,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +pascuca02,1963,1,MIN,AL,33,92,9,23,5,1,0,12,0,0,3,15,0,1,5,1,3 +pavledo01,1963,1,CIN,NL,71,183,18,38,11,0,5,18,0,0,17,12,3,0,3,1,3 +pearsal02,1963,1,LAA,AL,154,578,92,176,26,5,6,47,17,10,92,37,5,3,10,1,5 +penaor01,1963,1,KC1,AL,35,62,3,9,0,0,1,8,0,0,6,24,0,0,10,0,0 +pepitjo01,1963,1,NYA,AL,157,580,79,157,16,3,27,89,3,5,23,63,2,7,0,5,10 +perraro01,1963,1,LAN,NL,69,24,1,3,0,0,0,0,0,0,2,15,0,0,2,0,0 +perrybo02,1963,1,LAA,AL,61,166,16,42,9,0,3,14,1,1,9,31,2,3,1,2,4 +perryga01,1963,1,SFN,NL,32,18,1,4,1,0,0,0,0,0,0,6,0,0,0,0,0 +perryji01,1963,1,CLE,AL,5,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +perryji01,1963,2,MIN,AL,35,51,5,11,2,0,0,4,0,0,6,12,0,0,1,0,1 +peterca01,1963,1,SFN,NL,22,54,7,14,2,0,1,2,0,0,2,13,0,0,1,0,0 +peterga01,1963,1,CHA,AL,50,81,12,21,4,1,3,12,0,0,3,19,1,1,2,2,1 +petrori01,1963,1,BOS,AL,1,4,0,1,1,0,0,1,0,0,0,1,0,0,0,0,0 +pfistda01,1963,1,KC1,AL,4,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +phillbu02,1963,1,DET,AL,128,464,42,114,11,2,5,45,6,2,19,42,1,4,5,10,16 +philldi01,1963,1,WS2,AL,124,321,33,76,8,0,10,32,1,0,29,35,0,2,2,5,4 +phillta01,1963,1,CHA,AL,9,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +pichero01,1963,1,ML1,NL,37,7,0,0,0,0,0,0,0,0,0,5,0,0,0,0,0 +piercbi02,1963,1,SFN,NL,38,31,2,4,0,0,0,0,0,0,2,11,0,0,1,0,0 +piersji01,1963,1,WS2,AL,29,94,9,23,1,0,1,5,4,0,6,11,0,0,2,2,2 +piersji01,1963,2,NYN,NL,40,124,13,24,4,1,1,10,1,2,10,14,1,0,4,2,3 +piersji01,1963,3,LAA,AL,20,52,4,16,1,0,0,4,0,1,5,5,0,0,3,0,1 +pinsova01,1963,1,CIN,NL,162,652,96,204,37,14,22,106,27,8,36,80,3,1,0,6,16 +pizarju01,1963,1,CHA,AL,32,73,10,13,2,0,2,10,0,0,3,26,0,0,3,0,1 +plaskel01,1963,1,PIT,NL,10,21,1,3,0,0,0,2,0,0,0,5,0,0,0,0,0 +pleisbi01,1963,1,MIN,AL,36,16,2,2,0,0,0,1,0,0,3,11,0,0,1,0,0 +podrejo01,1963,1,LAN,NL,37,64,6,9,2,0,1,8,0,0,1,11,0,0,3,3,0 +pointaa01,1963,1,HOU,NL,2,5,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +postwa01,1963,1,CIN,NL,5,7,1,0,0,0,0,0,0,0,0,1,0,1,0,0,2 +postwa01,1963,2,MIN,AL,21,47,6,9,0,1,2,6,0,0,2,17,0,0,0,0,1 +powelbo01,1963,1,BAL,AL,140,491,67,130,22,2,25,82,1,2,49,87,8,0,3,5,12 +powelgr01,1963,1,NYN,NL,20,10,1,2,0,0,0,0,0,0,2,3,0,0,0,0,0 +powervi01,1963,1,MIN,AL,138,541,65,146,28,2,10,52,3,1,22,24,0,0,13,2,15 +pregejo01,1963,1,SFN,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +purkebo01,1963,1,CIN,NL,21,41,3,4,0,0,0,2,0,0,4,22,0,0,3,1,1 +quirkar01,1963,1,WS2,AL,7,4,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +radatdi01,1963,1,BOS,AL,66,29,0,2,1,0,0,0,0,0,1,16,0,0,2,0,0 +rakowed01,1963,1,KC1,AL,34,57,6,6,1,0,0,0,0,0,5,27,0,0,2,0,1 +ramospe01,1963,1,CLE,AL,54,55,13,6,0,0,3,7,0,0,3,32,0,0,4,0,0 +ranewme01,1963,1,CHN,NL,78,154,18,52,8,1,3,15,1,0,9,32,1,2,0,1,3 +ratlipa01,1963,1,MIN,AL,10,21,2,4,1,0,1,3,0,0,2,7,0,1,0,0,0 +raymocl01,1963,1,ML1,NL,45,4,0,2,2,0,0,1,0,0,1,1,0,1,0,0,0 +reedja01,1963,1,NYA,AL,106,73,18,15,3,1,0,1,5,1,9,14,0,0,0,0,1 +reganph01,1963,1,DET,AL,38,63,5,9,0,0,1,5,0,0,3,21,0,0,3,1,3 +renifha01,1963,1,NYA,AL,48,15,0,0,0,0,0,0,0,0,2,10,0,0,1,0,0 +retzeke01,1963,1,WS2,AL,95,265,21,64,10,0,5,31,2,0,17,20,2,2,1,2,4 +reynoto01,1963,1,KC1,AL,8,19,1,1,1,0,0,0,0,0,1,7,0,1,0,0,1 +richabo01,1963,1,NYA,AL,151,630,72,167,20,6,3,48,15,1,25,22,0,2,8,3,8 +richepe01,1963,1,LAN,NL,20,22,1,4,1,0,0,1,0,0,1,9,0,0,2,0,0 +rickeda01,1963,1,SLN,NL,3,8,0,2,0,0,0,0,0,0,0,2,0,0,0,0,0 +ridzist01,1963,1,WS2,AL,20,29,1,5,1,0,0,0,0,0,1,7,0,0,0,0,0 +roarkmi01,1963,1,DET,AL,23,44,5,14,0,0,0,1,0,0,2,3,1,1,0,0,1 +roberro01,1963,1,BAL,AL,35,79,7,16,1,0,0,8,0,0,5,12,0,0,8,0,1 +robinbr01,1963,1,BAL,AL,161,589,67,148,26,4,11,67,2,3,46,84,4,1,8,4,8 +robinfl01,1963,1,CHA,AL,146,527,71,149,21,6,13,71,4,3,62,43,4,4,5,2,11 +robinfr02,1963,1,CIN,NL,140,482,79,125,19,3,21,91,26,10,81,69,20,14,0,3,7 +rodgean01,1963,1,CHN,NL,150,516,51,118,17,4,5,33,5,7,65,90,6,9,8,3,15 +rodgebu01,1963,1,LAA,AL,100,300,24,70,6,0,4,23,2,2,29,35,2,2,7,2,6 +roebued01,1963,1,LAN,NL,29,4,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +roebued01,1963,2,WS2,AL,26,11,0,2,0,0,0,0,0,0,1,2,0,0,1,0,0 +roggega01,1963,1,MIN,AL,36,7,0,1,0,0,0,0,0,0,1,2,0,0,0,0,0 +rojasco01,1963,1,PHI,NL,64,77,18,17,0,1,1,2,4,1,3,8,0,1,1,0,3 +rolanji01,1963,1,MIN,AL,10,15,1,0,0,0,0,0,0,0,0,6,0,0,3,0,0 +rolliri01,1963,1,MIN,AL,136,531,75,163,23,1,16,61,2,0,36,59,4,8,9,2,13 +romanjo01,1963,1,CLE,AL,89,255,28,55,5,2,10,34,4,3,38,49,4,2,0,5,3 +rosebjo01,1963,1,LAN,NL,135,470,50,111,13,7,9,49,7,6,36,50,3,3,2,7,9 +rosepe01,1963,1,CIN,NL,157,623,101,170,25,9,6,41,13,15,55,72,0,5,6,6,8 +rowedo01,1963,1,NYN,NL,26,13,0,3,0,0,0,1,0,0,0,5,0,0,0,0,0 +roweke01,1963,1,LAN,NL,14,5,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +rudoldo01,1963,1,WS2,AL,37,45,3,8,2,0,1,4,0,0,3,10,0,0,5,1,1 +runnepe01,1963,1,HOU,NL,124,388,35,98,9,1,2,23,2,0,45,42,2,3,7,4,20 +sadecra01,1963,1,SLN,NL,39,64,6,9,0,1,0,3,0,1,1,11,0,0,7,1,1 +sadowbo01,1963,1,LAA,AL,88,144,12,36,6,0,1,22,2,1,15,34,2,0,1,2,1 +sadowbo02,1963,1,ML1,NL,19,35,0,2,0,0,0,0,0,0,0,15,0,1,3,0,1 +sadowed01,1963,1,LAA,AL,80,174,24,30,1,1,4,15,2,1,17,33,5,0,2,1,4 +samueam01,1963,1,ML1,NL,15,17,0,3,1,0,0,0,0,1,0,4,0,0,1,0,0 +sanfoja02,1963,1,SFN,NL,45,94,9,13,2,1,0,5,0,1,11,35,0,0,7,1,3 +santijo02,1963,1,KC1,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +santoro01,1963,1,CHN,NL,162,630,79,187,29,6,25,99,6,4,42,92,7,4,0,11,17 +satrito01,1963,1,LAA,AL,23,50,1,9,1,0,0,2,0,0,9,10,2,0,0,0,0 +savagte01,1963,1,PIT,NL,85,149,22,29,2,1,5,14,4,3,14,31,1,1,2,0,7 +saverbo01,1963,1,BAL,AL,115,167,21,39,1,2,1,12,8,3,25,44,0,0,3,1,4 +sawatca01,1963,1,SLN,NL,56,105,12,25,0,0,6,14,2,0,15,28,7,0,0,0,0 +schafji01,1963,1,CHN,NL,57,142,17,34,7,0,7,19,0,0,11,35,2,0,0,0,6 +schaijo01,1963,1,WS2,AL,3,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +schilch01,1963,1,BOS,AL,146,576,63,135,25,0,8,33,3,2,41,72,0,5,6,1,11 +schmibo02,1963,1,WS2,AL,9,15,3,3,1,0,0,0,0,0,3,5,0,0,0,0,1 +schneda01,1963,1,ML1,NL,30,7,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +schoere01,1963,1,SLN,NL,6,5,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +schofdi01,1963,1,PIT,NL,138,541,54,133,18,2,3,32,2,4,69,83,1,3,4,2,10 +schrete01,1963,1,NYN,NL,39,50,1,8,0,0,0,2,0,1,4,14,0,1,0,0,1 +schulba01,1963,1,CHN,NL,15,4,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +schulba01,1963,2,SLN,NL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +schwado01,1963,1,PIT,NL,33,50,3,8,0,0,0,1,0,0,1,10,0,0,0,1,1 +scottdi02,1963,1,LAN,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +seguidi01,1963,1,KC1,AL,38,55,5,12,0,1,0,4,0,0,1,24,0,0,4,0,2 +seyfrgo01,1963,1,CLE,AL,3,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +shannmi01,1963,1,SLN,NL,32,26,3,8,0,0,1,2,0,1,0,6,0,1,1,0,1 +shantbo01,1963,1,SLN,NL,55,7,0,1,0,0,0,1,0,0,2,1,0,0,1,0,0 +shawbo01,1963,1,ML1,NL,48,41,1,5,0,0,0,3,1,0,4,15,0,0,7,0,0 +sherrla01,1963,1,LAN,NL,36,9,1,1,1,0,0,0,0,0,2,3,0,0,1,0,0 +sherrno01,1963,1,NYN,NL,63,147,6,20,1,0,2,11,1,0,10,26,1,3,0,1,6 +shetrba01,1963,1,WS2,AL,2,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shipljo01,1963,1,CHA,AL,3,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +shortch02,1963,1,PHI,NL,38,66,3,7,0,1,0,0,0,0,0,14,0,0,4,0,0 +siebeno01,1963,1,KC1,AL,152,556,80,151,25,2,16,83,1,4,79,82,6,0,1,8,10 +siebldw01,1963,1,MIN,AL,7,15,1,2,0,0,0,2,0,0,1,5,0,0,0,0,0 +sievero01,1963,1,PHI,NL,138,450,46,108,19,2,19,82,0,2,43,72,5,5,2,9,6 +simmocu01,1963,1,SLN,NL,32,81,4,13,2,1,0,5,1,0,2,32,0,0,3,1,2 +siskto01,1963,1,PIT,NL,57,16,0,1,0,0,0,0,0,0,2,5,0,0,1,0,1 +skinnbo01,1963,1,PIT,NL,34,122,18,33,5,5,0,8,4,1,13,22,1,0,2,0,5 +skinnbo01,1963,2,CIN,NL,72,194,25,49,10,2,3,17,1,2,21,42,1,2,0,0,6 +skowrbi01,1963,1,LAN,NL,89,237,19,48,8,0,4,19,0,1,13,49,4,3,2,1,10 +smithal04,1963,1,BAL,AL,120,368,45,100,17,1,10,39,9,0,32,74,1,3,3,0,14 +smithch04,1963,1,CHA,AL,4,7,0,2,0,1,0,1,0,0,0,2,0,0,0,0,1 +smithdi02,1963,1,NYN,NL,20,42,4,10,0,1,0,3,3,2,5,10,2,0,0,0,0 +smithge04,1963,1,DET,AL,52,171,16,37,8,2,0,17,4,0,18,34,1,2,4,0,4 +smithha08,1963,1,HOU,NL,31,58,1,14,2,0,0,2,0,0,4,15,1,0,0,0,4 +smithja04,1963,1,LAN,NL,4,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +smithpe01,1963,1,BOS,AL,6,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithwi02,1963,1,DET,AL,17,8,2,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +snidedu01,1963,1,NYN,NL,129,354,44,86,8,3,14,45,0,1,56,74,9,1,0,4,2 +snyderu01,1963,1,BAL,AL,148,429,51,110,21,2,7,36,18,5,40,48,1,2,5,3,5 +spahnwa01,1963,1,ML1,NL,33,90,7,16,4,0,2,6,0,0,5,24,0,0,4,1,0 +spangal01,1963,1,HOU,NL,120,430,52,121,25,4,4,27,5,8,50,38,5,1,5,4,5 +spencda01,1963,1,LAN,NL,7,9,0,1,0,0,0,0,0,0,3,2,0,0,1,0,1 +spencda01,1963,2,CIN,NL,50,155,21,37,7,0,1,23,1,0,31,37,0,1,0,5,0 +sprinja01,1963,1,LAA,AL,45,3,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +staffbi01,1963,1,NYA,AL,28,24,2,7,0,1,0,3,0,0,1,7,0,1,2,0,0 +stalltr01,1963,1,NYN,NL,39,48,1,3,0,0,0,1,0,0,0,21,0,0,2,0,1 +staneal01,1963,1,SFN,NL,11,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +stangle01,1963,1,MIN,AL,32,52,3,5,1,0,0,1,0,0,5,14,0,0,3,0,1 +stargwi01,1963,1,PIT,NL,108,304,34,74,11,6,11,47,0,2,19,85,0,2,0,3,6 +starrhe01,1963,1,BAL,AL,18,1,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0 +staubru01,1963,1,HOU,NL,150,513,43,115,17,4,6,45,0,0,59,58,8,5,6,2,10 +stenhda01,1963,1,WS2,AL,16,25,0,2,0,0,0,1,0,0,2,10,0,0,1,1,0 +stephge01,1963,1,CHA,AL,6,18,5,7,0,0,1,2,0,0,1,3,0,0,1,0,0 +stephje01,1963,1,BOS,AL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stewaji01,1963,1,CHN,NL,13,37,1,11,2,0,0,1,1,1,1,7,0,0,1,0,0 +stigmdi01,1963,1,MIN,AL,33,84,4,9,1,0,0,4,0,0,7,48,0,2,5,0,2 +stockwe01,1963,1,BAL,AL,47,10,0,0,0,0,0,0,0,0,0,8,0,0,0,0,0 +stonede01,1963,1,BAL,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stuardi01,1963,1,BOS,AL,157,612,81,160,25,4,42,118,0,0,44,144,2,1,1,1,24 +sturdto01,1963,1,PIT,NL,3,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sturdto01,1963,2,DET,AL,28,9,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +sturdto01,1963,3,KC1,AL,17,11,0,0,0,0,0,0,0,0,1,1,0,0,2,0,0 +sullifr01,1963,1,MIN,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sulliha02,1963,1,KC1,AL,40,113,9,24,6,1,0,8,0,0,15,15,2,0,1,2,6 +sullijo07,1963,1,DET,AL,3,5,0,0,0,0,0,0,0,0,2,1,0,0,0,0,1 +talbofr01,1963,1,CHA,AL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tartajo01,1963,1,KC1,AL,79,242,27,58,8,5,1,19,16,1,17,17,0,0,3,0,2 +tasbywi01,1963,1,CLE,AL,52,116,11,26,3,1,4,5,0,1,15,25,4,1,2,0,5 +tayloha04,1963,1,ML1,NL,16,29,1,2,0,0,0,0,0,0,1,12,0,0,0,0,1 +tayloro01,1963,1,SLN,NL,54,32,0,1,0,0,0,1,0,0,0,22,0,0,2,0,0 +taylosa02,1963,1,NYN,NL,22,35,3,9,0,1,0,6,0,0,5,7,1,0,0,1,3 +taylosa02,1963,2,CIN,NL,3,6,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +taylosa02,1963,3,CLE,AL,4,10,1,3,0,0,0,1,0,0,0,2,0,0,0,0,0 +tayloto02,1963,1,PHI,NL,157,640,102,180,20,10,5,49,23,9,42,99,1,7,7,4,11 +templjo01,1963,1,HOU,NL,100,322,22,85,12,1,1,17,7,2,41,24,1,0,13,0,3 +terryra01,1963,1,NYA,AL,40,87,2,7,0,0,0,3,0,0,2,17,0,0,9,1,1 +thackmo01,1963,1,SLN,NL,3,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +thiesda01,1963,1,KC1,AL,9,6,1,2,1,0,0,1,0,0,0,2,0,0,0,0,0 +thomafr03,1963,1,NYN,NL,126,420,34,109,9,1,15,60,0,0,33,48,5,3,0,2,23 +thomage01,1963,1,LAA,AL,53,167,14,35,7,1,4,15,0,0,9,32,1,1,1,0,4 +thomage01,1963,2,DET,AL,49,109,13,26,4,1,1,11,2,1,11,22,0,1,0,3,1 +thomale03,1963,1,LAA,AL,149,528,52,116,12,6,9,55,6,0,53,82,6,9,2,2,13 +thronma01,1963,1,NYN,NL,14,14,0,2,1,0,0,1,0,0,1,5,0,0,0,0,0 +tiefebo01,1963,1,ML1,NL,12,5,0,0,0,0,0,0,0,0,1,1,0,0,1,0,0 +tillmbo01,1963,1,BOS,AL,96,307,24,69,10,2,8,32,0,0,34,64,8,1,1,0,5 +torrefe01,1963,1,LAA,AL,138,463,40,121,32,1,4,51,1,0,30,73,0,3,5,6,20 +torrefr01,1963,1,PHI,NL,92,112,8,28,7,2,1,10,0,0,11,7,2,3,4,0,1 +torrejo01,1963,1,ML1,NL,142,501,57,147,19,4,14,71,1,5,42,79,4,5,1,7,19 +tothpa01,1963,1,CHN,NL,27,39,0,1,0,0,0,0,0,0,2,19,0,0,2,0,2 +tracedi01,1963,1,LAN,NL,104,217,23,49,2,1,1,10,2,3,19,39,1,0,3,1,3 +treshto01,1963,1,NYA,AL,145,520,91,140,28,5,25,71,3,3,83,79,5,4,2,5,4 +triangu01,1963,1,DET,AL,106,327,28,78,13,0,14,41,0,0,32,67,4,6,1,3,10 +tsitojo01,1963,1,CIN,NL,30,62,0,5,0,0,0,3,0,0,0,21,0,0,3,1,3 +turlebo01,1963,1,LAA,AL,19,25,2,4,1,0,1,3,0,0,0,7,0,0,0,0,1 +turlebo01,1963,2,BOS,AL,11,14,0,3,0,0,0,2,0,0,0,2,0,0,0,0,0 +tuttlbi01,1963,1,MIN,AL,16,3,0,0,0,0,0,0,0,0,1,0,1,0,0,0,2 +ueckebo01,1963,1,ML1,NL,13,16,3,4,2,0,0,0,0,0,2,5,0,0,0,0,1 +umbriji01,1963,1,HOU,NL,35,9,0,1,0,0,0,0,0,0,0,1,0,0,3,0,0 +valenfr01,1963,1,BAL,AL,26,41,5,11,1,0,0,1,0,0,8,5,0,0,0,0,2 +vaughgl01,1963,1,HOU,NL,9,30,1,5,0,0,0,0,1,0,2,5,0,0,0,0,1 +vealco01,1963,1,DET,AL,15,32,5,7,0,0,0,4,0,0,4,4,0,0,0,1,4 +vealebo01,1963,1,PIT,NL,35,23,0,2,1,0,0,0,0,0,2,17,0,0,0,0,0 +versazo01,1963,1,MIN,AL,159,621,74,162,31,13,10,54,7,4,33,66,2,5,7,0,11 +virdobi01,1963,1,PIT,NL,142,554,58,149,22,6,8,53,1,2,43,55,4,0,9,1,6 +wagnele01,1963,1,LAA,AL,149,550,73,160,11,1,26,90,5,7,49,73,8,7,0,7,5 +walkeje01,1963,1,CLE,AL,39,19,1,2,0,0,0,2,0,0,1,5,0,1,0,0,0 +wallsle01,1963,1,LAN,NL,64,86,12,20,1,0,3,11,0,0,7,25,1,0,1,0,4 +walteke01,1963,1,CIN,NL,49,75,6,14,2,0,1,7,0,2,4,14,1,1,0,0,0 +wardja01,1963,1,MIN,AL,9,15,0,1,1,0,0,2,0,0,1,5,0,0,0,0,0 +wardpe01,1963,1,CHA,AL,157,600,80,177,34,6,22,84,7,6,52,77,1,5,4,6,6 +warneja02,1963,1,CHN,NL,8,4,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +warwica01,1963,1,HOU,NL,150,528,49,134,19,5,7,47,3,3,49,70,4,2,3,1,14 +washbra01,1963,1,SLN,NL,11,19,1,1,0,0,0,0,0,0,1,11,0,0,4,0,0 +weekljo01,1963,1,HOU,NL,34,80,4,18,3,0,3,14,0,0,7,14,0,1,2,1,2 +weisal01,1963,1,CHA,AL,99,210,41,57,9,0,0,18,15,1,18,37,1,2,8,1,1 +wertdo01,1963,1,DET,AL,78,251,31,65,6,2,7,25,3,3,24,51,2,2,4,2,6 +wertzvi01,1963,1,DET,AL,6,5,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +wertzvi01,1963,2,MIN,AL,35,44,3,6,0,0,3,7,0,0,6,5,2,0,0,0,1 +whitebi03,1963,1,SLN,NL,162,658,106,200,26,8,27,109,10,9,59,100,9,0,7,2,5 +whitemi02,1963,1,HOU,NL,3,7,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0 +whitffr01,1963,1,CLE,AL,109,346,44,87,17,3,21,54,0,1,24,61,5,4,2,7,1 +wickeda01,1963,1,KC1,AL,38,80,3,11,0,0,0,2,0,0,1,25,0,0,4,0,0 +wilheho01,1963,1,CHA,AL,55,29,3,2,0,0,0,2,0,0,4,11,0,0,3,0,1 +willbo01,1963,1,CHN,NL,23,23,0,4,0,0,0,1,0,0,1,3,0,0,0,0,0 +willeca01,1963,1,NYN,NL,30,54,3,6,0,0,1,5,0,0,2,32,0,0,6,0,1 +willhni01,1963,1,LAN,NL,8,10,2,3,1,0,0,0,0,0,0,1,0,0,1,0,0 +willibi01,1963,1,CHN,NL,161,612,87,175,36,9,25,95,7,6,68,78,9,2,2,3,12 +willida04,1963,1,KC1,AL,26,6,1,1,0,0,0,1,0,0,0,2,0,0,0,0,0 +willidi02,1963,1,BOS,AL,79,136,15,35,8,0,2,12,0,0,15,25,0,0,0,1,3 +willido02,1963,1,MIN,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +willist02,1963,1,NYA,AL,29,49,2,5,1,1,0,5,0,0,2,29,0,1,1,0,0 +willsma01,1963,1,LAN,NL,134,527,83,159,19,3,0,34,40,19,44,48,0,1,5,3,3 +wilsoea01,1963,1,BOS,AL,38,72,5,15,0,3,1,7,0,0,7,18,0,1,2,0,0 +winebo01,1963,1,PHI,NL,142,418,29,90,14,3,6,44,1,3,14,83,5,1,6,2,11 +withrco01,1963,1,SLN,NL,6,9,0,0,0,0,0,1,0,0,0,2,0,0,0,0,0 +wojcijo01,1963,1,KC1,AL,19,59,7,11,0,0,0,2,2,0,8,8,2,0,0,0,0 +woodeha01,1963,1,HOU,NL,55,23,2,3,0,0,0,0,0,0,1,11,0,0,0,0,0 +woodja01,1963,1,DET,AL,85,351,50,95,11,2,11,27,18,5,24,61,0,7,3,0,2 +woodwi01,1963,1,BOS,AL,25,12,0,0,0,0,0,0,0,0,0,6,0,0,1,0,0 +woodwwo01,1963,1,ML1,NL,10,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +worthal01,1963,1,CIN,NL,50,12,1,1,1,0,0,2,0,0,0,6,0,0,2,0,0 +wyattjo02,1963,1,KC1,AL,63,9,0,0,0,0,0,0,0,0,0,5,0,0,0,0,0 +wynnea01,1963,1,CLE,AL,20,11,1,3,0,0,0,0,0,0,2,5,0,0,0,0,0 +wynnji01,1963,1,HOU,NL,70,250,31,61,10,5,4,27,4,2,30,53,4,0,1,5,3 +yastrca01,1963,1,BOS,AL,151,570,91,183,40,3,14,68,8,5,95,72,6,1,1,1,12 +yellela01,1963,1,HOU,NL,1,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1 +zachach02,1963,1,HOU,NL,22,13,1,0,0,0,0,0,0,0,1,6,0,0,1,0,0 +zannido01,1963,1,CHA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +zannido01,1963,2,CIN,NL,31,3,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +zimmedo01,1963,1,LAN,NL,22,23,4,5,1,0,1,2,0,0,3,10,0,0,0,0,1 +zimmedo01,1963,2,WS2,AL,83,298,37,74,12,1,13,44,3,2,18,57,2,2,2,0,10 +zimmeje01,1963,1,MIN,AL,39,56,3,13,1,0,0,3,0,0,2,8,0,0,3,0,3 +aaronha01,1964,1,ML1,NL,145,570,103,187,30,2,24,95,22,4,62,46,9,0,0,2,22 +abernte02,1964,1,CLE,AL,53,6,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +acklefr01,1964,1,CHA,AL,3,1,0,1,1,0,0,1,0,0,1,0,0,0,0,0,0 +adairje01,1964,1,BAL,AL,155,569,56,141,20,3,9,47,3,2,28,72,10,1,4,3,20 +adcocjo01,1964,1,LAA,AL,118,366,39,98,13,0,21,64,0,2,48,61,4,0,0,1,13 +adlesda01,1964,1,HOU,NL,3,10,0,2,0,0,0,0,0,0,0,5,0,0,0,0,0 +ageeto01,1964,1,CLE,AL,13,12,0,2,0,0,0,0,0,0,0,3,0,0,0,0,0 +aguirha01,1964,1,DET,AL,32,53,1,3,1,0,0,3,0,0,1,32,0,0,4,0,2 +akerja01,1964,1,KC1,AL,10,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +allenbe01,1964,1,MIN,AL,74,243,28,52,8,1,6,20,1,2,33,30,7,1,3,1,5 +allendi01,1964,1,PHI,NL,162,632,125,201,38,13,29,91,3,4,67,138,13,0,6,3,8 +alleyge01,1964,1,PIT,NL,81,209,30,44,3,1,6,13,0,1,21,56,2,2,0,2,3 +allisbo01,1964,1,MIN,AL,149,492,90,141,27,4,32,86,10,1,92,99,4,7,0,3,7 +alomasa01,1964,1,ML1,NL,19,53,3,13,1,0,0,6,1,0,0,11,0,0,0,0,1 +aloufe01,1964,1,ML1,NL,121,415,60,105,26,3,9,51,5,2,30,41,5,4,1,5,5 +alouje01,1964,1,SFN,NL,115,376,42,103,11,0,3,28,6,6,13,35,2,4,5,0,9 +alouma01,1964,1,SFN,NL,110,250,28,66,4,2,1,14,5,3,11,25,3,3,2,1,3 +altmage01,1964,1,NYN,NL,124,422,48,97,14,1,9,47,4,2,18,70,4,1,2,2,8 +alusige01,1964,1,KC1,AL,102,204,18,49,10,1,3,19,0,0,30,36,2,2,0,1,6 +alvisma01,1964,1,CLE,AL,107,381,51,96,14,3,18,53,5,5,29,77,5,6,1,2,5 +amalfjo01,1964,1,CHN,NL,100,324,51,78,19,6,4,27,2,7,40,42,1,5,3,0,10 +amaroru01,1964,1,PHI,NL,129,299,31,79,11,0,4,34,1,6,16,37,2,3,4,1,5 +andercr01,1964,1,NYN,NL,4,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +aparilu01,1964,1,BAL,AL,146,578,93,154,20,3,10,37,57,17,49,51,0,3,7,5,13 +arrigge01,1964,1,MIN,AL,41,29,3,5,1,0,0,3,0,0,2,7,0,0,1,0,0 +asprobo01,1964,1,HOU,NL,157,553,51,155,20,3,12,69,6,7,35,54,7,8,6,6,14 +azcuejo01,1964,1,CLE,AL,83,271,20,74,9,1,4,34,0,2,16,38,2,2,1,4,4 +bailebo01,1964,1,PIT,NL,143,530,73,149,26,3,11,51,10,8,44,78,1,1,5,2,16 +baileed01,1964,1,ML1,NL,95,271,30,71,10,1,5,34,2,0,34,39,2,1,0,3,7 +bakenda01,1964,1,SLN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +baldsja01,1964,1,PHI,NL,71,16,3,4,1,0,0,2,1,0,1,8,0,0,2,0,0 +bankser01,1964,1,CHN,NL,157,591,67,156,29,6,23,95,1,2,36,84,11,3,1,6,16 +banksge01,1964,1,MIN,AL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +banksge01,1964,2,CLE,AL,9,17,6,5,1,0,2,3,0,0,6,6,0,0,0,0,0 +barbest01,1964,1,BAL,AL,36,47,2,7,0,0,1,4,0,1,4,24,0,0,1,0,1 +batemjo01,1964,1,HOU,NL,74,221,18,42,8,0,5,19,0,1,17,48,5,1,0,2,9 +batteea01,1964,1,MIN,AL,131,405,33,110,17,1,12,52,1,1,51,49,6,1,6,8,23 +baumafr01,1964,1,CHA,AL,22,4,0,0,0,0,0,0,0,0,0,4,0,0,1,0,0 +bautaed01,1964,1,NYN,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bearnla01,1964,1,NYN,NL,44,14,0,2,0,0,0,0,0,0,0,6,0,0,0,0,0 +beaucji01,1964,1,HOU,NL,23,55,6,9,2,0,2,4,0,0,5,16,0,1,0,0,1 +belinbo01,1964,1,LAA,AL,23,42,2,4,1,0,0,1,0,0,2,11,0,0,5,0,2 +bellga01,1964,1,CLE,AL,56,16,2,6,0,0,0,5,0,0,1,5,0,0,3,0,0 +bellgu01,1964,1,ML1,NL,3,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1 +benneda01,1964,1,PHI,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bennede01,1964,1,PHI,NL,41,66,3,13,1,0,0,2,0,0,4,26,0,1,2,0,2 +berryke01,1964,1,CHA,AL,12,32,4,12,1,0,1,4,0,1,5,3,0,0,2,0,1 +bertafr01,1964,1,BAL,AL,6,5,0,0,0,0,0,0,0,0,0,1,0,0,2,0,0 +bertedi01,1964,1,CHN,NL,112,353,29,84,11,3,4,35,2,1,33,67,8,2,5,2,11 +bethebi01,1964,1,MIN,AL,10,30,4,5,1,0,0,2,0,0,4,4,0,0,1,0,0 +blacket01,1964,1,ML1,NL,9,12,0,1,0,0,0,1,0,0,1,2,0,0,0,0,0 +blairpa01,1964,1,BAL,AL,8,1,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0 +blancjo01,1964,1,NYA,AL,77,161,18,41,8,0,7,28,1,0,24,24,4,0,0,4,6 +blasido01,1964,1,WS2,AL,143,506,56,135,17,2,1,34,8,5,40,44,1,0,9,1,1 +blasiwa01,1964,1,ML1,NL,29,40,5,7,2,0,1,3,0,0,6,13,0,0,0,0,0 +blassst01,1964,1,PIT,NL,24,30,0,2,0,0,0,1,0,0,2,13,0,0,2,0,1 +bloombu01,1964,1,MIN,AL,7,7,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +boccajo01,1964,1,CHN,NL,9,23,4,9,2,1,0,6,0,0,0,3,0,0,0,0,1 +bolinbo01,1964,1,SFN,NL,39,50,2,5,1,0,0,3,0,0,6,21,0,1,4,0,2 +bollifr01,1964,1,ML1,NL,120,352,35,70,11,1,5,34,0,1,21,44,3,2,8,4,8 +bondwa01,1964,1,HOU,NL,148,543,63,138,16,7,20,85,2,2,38,90,8,8,4,4,11 +boozejo01,1964,1,PHI,NL,23,13,0,1,0,0,0,0,0,0,0,5,0,0,0,0,0 +borkfr01,1964,1,PIT,NL,33,5,1,1,0,0,0,2,0,0,1,4,0,0,1,0,0 +borosst01,1964,1,CIN,NL,117,370,31,95,12,3,2,31,4,1,47,43,14,2,2,2,12 +bosweda01,1964,1,MIN,AL,4,9,1,2,0,0,0,1,0,0,0,2,0,0,1,0,0 +bouldca01,1964,1,WS2,AL,10,6,0,0,0,0,0,0,0,1,1,5,0,0,0,0,0 +boutoji01,1964,1,NYA,AL,38,100,3,13,2,0,0,7,0,0,1,44,0,0,7,0,0 +bowensa01,1964,1,BAL,AL,139,501,58,132,25,2,22,71,4,3,42,99,1,4,2,4,14 +bowsfte01,1964,1,KC1,AL,52,21,1,2,0,0,0,0,0,0,2,9,0,0,2,0,0 +boyercl02,1964,1,NYA,AL,147,510,43,111,10,5,8,52,6,1,36,93,11,1,3,4,12 +boyerke01,1964,1,SLN,NL,162,628,100,185,30,10,24,119,3,5,70,85,12,2,0,4,22 +bradedo01,1964,1,HOU,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brandja01,1964,1,BAL,AL,137,523,66,127,25,1,13,47,1,4,45,104,5,3,4,3,7 +braunjo01,1964,1,ML1,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bressed01,1964,1,BOS,AL,158,566,86,166,41,3,15,55,1,1,72,99,4,1,2,3,9 +breweji01,1964,1,LAN,NL,34,22,0,6,0,0,0,3,0,0,1,10,0,0,0,0,0 +bridgma01,1964,1,WS2,AL,17,3,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +briggjo02,1964,1,PHI,NL,61,66,16,17,2,0,1,6,1,1,9,12,0,0,1,0,2 +brighha01,1964,1,NYA,AL,4,5,0,1,0,0,0,0,0,0,1,1,0,0,0,0,0 +brinked01,1964,1,WS2,AL,132,447,54,100,20,3,8,34,2,2,26,99,1,4,2,3,6 +brocklo01,1964,1,CHN,NL,52,215,30,54,9,2,2,14,10,3,13,40,0,2,1,0,3 +brocklo01,1964,2,SLN,NL,103,419,81,146,21,9,12,44,33,15,27,87,0,2,12,4,2 +brogler01,1964,1,SLN,NL,11,21,1,2,1,0,0,3,0,0,2,8,0,0,2,0,0 +brogler01,1964,2,CHN,NL,18,35,2,10,1,0,0,0,0,0,1,7,0,0,2,0,0 +bronsji01,1964,1,WS2,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +browndi01,1964,1,BAL,AL,88,230,24,59,6,0,8,32,2,0,12,45,4,1,0,2,9 +brownga01,1964,1,DET,AL,123,426,65,116,22,6,15,54,11,4,31,53,0,4,2,2,6 +brownha01,1964,1,HOU,NL,27,39,2,5,0,0,0,0,0,0,1,9,0,0,2,0,1 +brownla01,1964,1,CLE,AL,115,335,33,77,12,1,12,40,1,2,24,55,3,2,3,3,10 +brucebo01,1964,1,HOU,NL,37,63,1,12,1,0,0,1,0,0,2,14,0,2,5,0,0 +brumlmi01,1964,1,WS2,AL,136,426,36,104,19,2,2,35,1,1,40,54,6,1,3,2,14 +brunege01,1964,1,LAA,AL,10,11,0,2,0,0,0,1,0,0,0,5,0,1,1,0,1 +brutobi01,1964,1,DET,AL,106,296,42,82,11,5,5,33,14,5,32,54,1,0,2,1,6 +bryanbi01,1964,1,KC1,AL,93,220,19,53,9,2,13,36,0,0,16,69,1,0,2,2,6 +bucheje01,1964,1,SLN,NL,35,30,7,6,0,2,0,1,0,0,3,11,0,0,0,0,0 +bufordo01,1964,1,CHA,AL,135,442,62,116,14,6,4,30,12,7,46,62,2,5,8,3,7 +buhlbo01,1964,1,CHN,NL,36,73,3,7,0,0,0,1,0,0,6,31,0,0,5,1,1 +bunkewa01,1964,1,BAL,AL,29,72,6,5,2,0,0,2,0,0,10,32,0,0,2,0,1 +bunniji01,1964,1,PHI,NL,41,99,4,12,2,0,0,8,0,0,0,29,0,0,9,1,2 +burdefr01,1964,1,CHN,NL,18,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +burdele01,1964,1,SLN,NL,8,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +burdele01,1964,2,CHN,NL,28,43,6,12,0,1,2,4,0,0,3,12,0,1,3,0,0 +burgesm01,1964,1,PIT,NL,68,171,9,42,3,1,2,17,2,1,13,14,3,1,2,0,9 +burgesm01,1964,2,CHA,AL,7,5,1,1,0,0,1,1,0,0,2,0,2,0,0,0,0 +burkele02,1964,1,CHN,NL,59,103,11,27,3,1,1,14,0,0,7,31,1,1,0,0,2 +burrila01,1964,1,NYN,NL,3,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +burtoel01,1964,1,CHN,NL,42,105,12,20,3,2,2,7,4,0,17,22,0,0,3,0,3 +butlece01,1964,1,ML1,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +butteto01,1964,1,PIT,NL,28,11,0,2,0,0,0,3,0,0,0,4,0,0,2,0,0 +buzhajo01,1964,1,CHA,AL,31,54,3,11,1,1,0,6,0,0,2,22,0,0,4,1,0 +callijo01,1964,1,PHI,NL,162,654,101,179,30,10,31,104,6,3,36,95,3,6,6,3,5 +camildo02,1964,1,LAN,NL,50,123,1,22,3,0,0,10,0,0,8,19,1,0,1,2,4 +campabe01,1964,1,KC1,AL,67,269,27,69,14,3,4,22,10,2,15,41,0,4,2,0,3 +campbro01,1964,1,CHN,NL,26,92,7,25,6,1,1,10,0,1,1,21,0,0,1,1,0 +cannich01,1964,1,NYN,NL,60,164,11,51,10,0,0,10,0,5,14,28,2,1,2,1,3 +cardejo02,1964,1,SFN,NL,20,15,3,0,0,0,0,0,2,0,2,3,0,0,0,0,0 +cardele01,1964,1,CIN,NL,163,597,61,150,32,2,9,69,4,4,41,110,10,2,6,6,10 +cardwdo01,1964,1,PIT,NL,4,7,0,1,0,0,0,0,0,0,0,4,0,0,0,0,0 +carreca01,1964,1,CHA,AL,37,95,12,26,5,0,0,4,0,0,7,13,3,1,1,0,5 +carrocl02,1964,1,ML1,NL,11,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cartyri01,1964,1,ML1,NL,133,455,72,150,28,4,22,88,1,2,43,78,4,3,0,4,16 +cashno01,1964,1,DET,AL,144,479,63,123,15,5,23,83,2,1,70,66,4,3,0,7,12 +caterda01,1964,1,PHI,NL,60,152,13,45,9,1,1,13,1,0,7,15,1,0,0,1,6 +causewa01,1964,1,KC1,AL,157,604,82,170,31,4,8,49,0,1,88,65,3,7,2,4,19 +cepedor01,1964,1,SFN,NL,142,529,75,161,27,2,31,97,9,4,43,83,7,8,0,7,13 +chancbo01,1964,1,CLE,AL,120,390,45,109,16,1,14,75,3,3,40,101,8,3,0,6,9 +chancde01,1964,1,LAA,AL,46,89,3,7,0,0,0,0,0,0,3,53,0,0,8,0,0 +charled01,1964,1,KC1,AL,150,557,69,134,25,2,16,63,12,7,64,92,2,4,5,4,20 +chartpe01,1964,1,BOS,AL,25,10,2,1,0,0,0,0,0,0,1,2,0,0,0,0,0 +cheneto01,1964,1,WS2,AL,15,12,1,3,0,0,0,2,0,0,0,5,0,0,4,0,0 +chrisjo01,1964,1,NYN,NL,154,543,78,163,26,8,16,76,6,5,48,92,5,6,1,6,18 +cimolgi01,1964,1,KC1,AL,4,9,1,0,0,0,0,0,0,0,0,1,0,0,0,0,1 +cimolgi01,1964,2,BAL,AL,38,58,6,8,3,2,0,3,0,0,2,13,1,0,0,1,1 +ciscoga01,1964,1,NYN,NL,36,54,2,6,1,0,0,4,0,0,4,19,0,1,6,0,3 +clemedo01,1964,1,SLN,NL,33,78,8,16,4,3,1,9,0,0,6,16,0,1,4,0,1 +clemedo01,1964,2,CHN,NL,54,140,23,39,10,2,2,12,0,0,18,22,2,1,0,1,2 +clemero01,1964,1,PIT,NL,155,622,95,211,40,7,12,87,5,2,51,87,16,2,3,5,9 +clenddo01,1964,1,PIT,NL,133,457,53,129,23,8,12,64,12,8,26,96,2,2,3,4,10 +clinety01,1964,1,ML1,NL,101,116,22,35,4,2,1,13,0,1,8,22,0,3,4,1,0 +clintlo01,1964,1,BOS,AL,37,120,15,31,4,3,3,6,1,0,9,33,1,0,1,0,4 +clintlo01,1964,2,LAA,AL,91,306,30,76,18,0,9,38,3,0,31,40,0,1,3,3,5 +clonito01,1964,1,ML1,NL,38,87,9,21,0,0,0,7,0,0,0,20,0,0,11,0,0 +cokerji01,1964,1,CIN,NL,11,32,3,10,2,0,1,4,0,0,3,5,1,0,0,0,1 +colavro01,1964,1,KC1,AL,160,588,89,161,31,2,34,102,3,1,83,56,4,5,1,4,16 +colemgo01,1964,1,CIN,NL,89,198,18,48,6,2,5,27,2,0,13,30,1,1,1,1,8 +conigto01,1964,1,BOS,AL,111,404,69,117,21,2,24,52,2,4,35,78,1,5,0,0,11 +connoed02,1964,1,BOS,AL,27,18,2,3,1,0,0,2,0,0,1,8,0,0,2,0,0 +coombda01,1964,1,HOU,NL,7,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +corrapa01,1964,1,PHI,NL,2,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +cottich01,1964,1,WS2,AL,73,137,16,23,6,2,3,10,2,0,19,33,1,0,3,1,2 +covinwe01,1964,1,PHI,NL,129,339,37,95,18,0,13,58,0,0,38,50,6,3,0,3,6 +cowanbi01,1964,1,CHN,NL,139,497,52,120,16,4,19,50,12,3,18,128,5,1,2,2,6 +craigpe01,1964,1,WS2,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +craigro01,1964,1,SLN,NL,39,48,4,10,1,0,0,3,0,0,5,24,0,0,1,0,2 +crandde01,1964,1,SFN,NL,69,195,12,45,8,1,3,11,0,3,22,21,9,0,2,0,5 +crawfwi01,1964,1,LAN,NL,10,16,3,5,1,0,0,0,1,1,1,7,0,0,0,0,0 +cuellmi01,1964,1,SLN,NL,32,18,0,0,0,0,0,0,0,0,0,8,0,0,0,0,0 +culpra01,1964,1,PHI,NL,30,44,1,5,0,0,0,2,0,0,2,24,0,0,0,0,0 +cunnijo01,1964,1,CHA,AL,40,108,13,27,7,0,0,10,0,1,14,15,1,3,1,0,0 +cunnijo01,1964,2,WS2,AL,49,126,15,27,4,0,0,7,0,1,23,13,0,2,1,0,4 +dailebi01,1964,1,MIN,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +daleybu01,1964,1,NYA,AL,13,8,0,2,0,0,0,1,0,0,0,2,0,1,1,0,0 +dalrycl01,1964,1,PHI,NL,127,382,36,91,16,3,6,46,0,1,39,40,6,0,10,8,7 +daniebe02,1964,1,WS2,AL,33,47,4,6,0,0,1,4,0,0,4,16,0,0,4,0,2 +davalvi01,1964,1,CLE,AL,150,577,64,156,26,2,6,51,21,11,34,77,2,1,4,6,4 +davenji01,1964,1,SFN,NL,116,297,24,70,10,6,2,26,2,0,29,46,2,0,11,5,11 +davisbr02,1964,1,HOU,NL,1,3,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +davisto02,1964,1,LAN,NL,152,592,70,163,20,5,14,86,11,8,29,68,6,4,1,5,14 +daviswi02,1964,1,LAN,NL,157,613,91,180,23,7,12,77,42,13,22,59,1,1,10,6,4 +deesch01,1964,1,LAA,AL,26,26,3,2,1,0,0,1,1,2,1,4,0,1,0,0,0 +delahmi01,1964,1,ML1,NL,78,189,25,55,7,1,4,12,1,1,14,22,4,2,1,0,5 +demetdo01,1964,1,DET,AL,134,441,57,113,22,1,22,80,4,1,17,85,6,5,4,3,6 +dickepa01,1964,1,CLE,AL,11,11,0,0,0,0,0,0,0,0,0,5,0,0,0,0,0 +dicksji01,1964,1,CIN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dierkla01,1964,1,HOU,NL,3,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +dillost01,1964,1,NYN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +donovdi01,1964,1,CLE,AL,31,48,7,7,0,0,1,8,0,0,10,27,0,1,4,0,2 +dottega01,1964,1,MIN,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dowlida01,1964,1,SLN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +downial01,1964,1,NYA,AL,40,85,5,15,1,1,0,7,0,0,4,33,0,0,4,0,2 +drabomo01,1964,1,KC1,AL,54,43,2,1,0,0,0,0,0,0,1,23,0,0,1,0,1 +drysddo01,1964,1,LAN,NL,40,110,10,19,2,0,1,8,0,0,4,29,0,0,14,0,3 +duckwji01,1964,1,WS2,AL,30,9,1,2,0,0,0,0,0,0,1,5,0,0,0,0,0 +duffaji01,1964,1,SFN,NL,35,14,1,1,0,0,0,0,0,0,0,6,0,1,0,0,1 +dulibbo01,1964,1,LAA,AL,58,5,1,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +duncada01,1964,1,KC1,AL,25,53,2,9,0,1,1,5,0,0,2,20,0,0,0,0,1 +durenry01,1964,1,PHI,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +durenry01,1964,2,CIN,NL,26,5,1,0,0,0,0,0,0,0,0,3,0,1,0,0,0 +earlear01,1964,1,BOS,AL,25,9,1,1,1,0,0,1,0,0,1,7,0,0,1,1,0 +edwardo01,1964,1,KC1,AL,97,294,25,66,10,0,5,28,0,1,13,40,0,3,0,0,12 +edwarjo01,1964,1,CIN,NL,126,423,47,119,23,1,7,55,1,2,34,65,9,1,3,7,5 +egandi02,1964,1,DET,AL,23,3,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +eilerda01,1964,1,ML1,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +elliola01,1964,1,NYN,NL,80,224,27,51,8,0,9,22,1,2,28,55,2,3,0,1,6 +ellissa01,1964,1,CIN,NL,52,24,4,2,0,0,0,0,0,0,4,12,0,0,3,0,0 +ellswdi01,1964,1,CHN,NL,37,87,4,4,0,0,0,1,0,0,4,43,0,0,6,1,0 +elstodo01,1964,1,CHN,NL,48,6,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +esteldi01,1964,1,SFN,NL,6,15,0,1,0,0,0,0,0,0,1,9,0,0,1,0,0 +estrach01,1964,1,BAL,AL,18,14,0,2,0,0,0,0,0,0,0,7,0,0,2,0,0 +facero01,1964,1,PIT,NL,55,4,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +fairlro01,1964,1,LAN,NL,150,454,62,116,19,5,10,74,4,0,65,59,6,2,10,4,6 +fanokha01,1964,1,SLN,NL,4,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +farretu01,1964,1,HOU,NL,32,69,1,5,0,0,0,0,0,0,2,28,0,0,2,0,0 +faulbi01,1964,1,DET,AL,1,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +fischbi01,1964,1,MIN,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fischha01,1964,1,ML1,NL,38,52,5,8,1,0,0,3,0,0,4,14,0,0,4,0,0 +fisheed02,1964,1,CHA,AL,59,18,0,3,0,0,0,1,0,0,0,6,0,0,1,0,0 +fishefr01,1964,1,DET,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fisheja01,1964,1,NYN,NL,40,76,5,12,1,0,0,8,0,0,5,24,0,0,2,2,2 +flavijo01,1964,1,CHN,NL,5,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +floodcu01,1964,1,SLN,NL,162,679,97,211,25,3,5,46,8,11,43,53,1,5,11,1,9 +foileha01,1964,1,LAA,AL,4,4,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +fordwh01,1964,1,NYA,AL,39,67,5,8,1,0,0,2,0,0,10,23,0,1,7,0,0 +fosnoje01,1964,1,MIN,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fowlear01,1964,1,LAA,AL,4,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +foxne01,1964,1,HOU,NL,133,442,45,117,12,6,0,28,0,2,27,13,1,10,20,3,8 +foxte01,1964,1,DET,AL,32,12,0,3,2,0,0,0,0,0,0,7,0,0,0,0,0 +foytapa01,1964,1,LAA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +francea01,1964,1,PIT,NL,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +francti01,1964,1,CLE,AL,111,270,35,67,13,2,8,24,1,3,44,46,9,4,1,1,3 +freehbi01,1964,1,DET,AL,144,520,69,156,14,8,18,80,5,1,36,68,3,8,1,7,8 +freesge02,1964,1,PIT,NL,99,289,33,65,13,2,9,40,1,2,19,45,4,0,7,4,8 +fregoji01,1964,1,LAA,AL,147,505,86,140,22,9,18,72,8,3,72,87,2,4,6,4,13 +frienbo01,1964,1,PIT,NL,35,71,2,5,0,0,0,2,0,0,3,26,0,0,11,0,1 +fulleve01,1964,1,CLE,AL,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gabrile02,1964,1,ML1,NL,24,38,0,7,2,0,0,1,1,0,1,8,0,0,0,0,0 +gabrile02,1964,2,CHN,NL,89,272,22,67,11,2,5,23,9,4,19,37,1,1,1,0,1 +gagliph01,1964,1,SLN,NL,40,58,5,15,4,0,1,9,0,1,3,10,0,0,0,1,1 +gainejo01,1964,1,BAL,AL,16,26,2,4,0,0,1,2,0,0,3,7,0,0,0,0,0 +gainejo01,1964,2,HOU,NL,89,307,37,78,9,7,7,34,8,2,27,69,0,2,5,1,7 +garrigi01,1964,1,SFN,NL,14,25,1,2,0,0,0,1,1,0,2,7,0,0,1,0,1 +gatewau01,1964,1,LAA,AL,23,20,3,2,0,0,0,1,0,0,0,13,0,0,0,0,0 +geigega01,1964,1,BOS,AL,5,13,3,5,0,1,0,1,0,0,2,2,0,0,0,0,0 +gelnajo01,1964,1,PIT,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gentiji01,1964,1,KC1,AL,136,439,71,110,10,0,28,71,0,0,84,122,6,4,1,5,9 +gibbojo01,1964,1,PIT,NL,29,47,3,12,1,0,0,1,0,0,2,14,0,0,5,0,0 +gibbsja01,1964,1,NYA,AL,3,6,1,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +gibsobo01,1964,1,SLN,NL,40,96,8,15,3,1,0,4,0,0,3,38,0,1,6,1,0 +gilliji01,1964,1,LAN,NL,116,334,44,76,8,3,2,27,4,4,42,21,2,3,9,2,7 +giustda01,1964,1,HOU,NL,8,7,1,2,0,0,0,0,0,0,2,0,0,0,0,0,0 +gladdfr01,1964,1,DET,AL,42,9,0,0,0,0,0,0,0,0,0,6,0,0,0,0,0 +gondeje01,1964,1,NYN,NL,131,341,28,92,11,1,7,35,0,0,29,65,5,2,0,2,16 +gonzape01,1964,1,NYA,AL,80,112,18,31,8,1,0,5,3,4,7,22,0,2,2,0,2 +gonzato01,1964,1,PHI,NL,131,421,55,117,25,3,4,40,0,5,44,74,7,6,1,4,9 +goryljo01,1964,1,MIN,AL,58,114,9,16,0,2,0,1,1,0,10,25,2,1,3,0,3 +gotayju01,1964,1,PIT,NL,3,2,1,1,0,0,0,0,0,0,1,0,0,0,0,0,0 +grahawa01,1964,1,NYN,NL,20,33,1,3,1,0,0,0,0,0,0,5,0,0,0,0,0 +grantmu01,1964,1,CLE,AL,20,22,3,6,1,0,2,5,1,0,1,3,0,1,1,1,1 +grantmu01,1964,2,MIN,AL,39,60,8,10,2,0,0,3,0,0,2,18,0,0,2,1,2 +grayda01,1964,1,BOS,AL,9,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +greenda02,1964,1,PHI,NL,26,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +greendi01,1964,1,KC1,AL,130,435,48,115,14,5,11,37,3,3,27,87,3,3,7,1,8 +greenfr01,1964,1,PIT,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +greenle01,1964,1,MIN,AL,26,15,3,0,0,0,0,0,0,1,4,6,0,0,0,0,0 +greenle01,1964,2,LAA,AL,39,92,13,23,2,0,2,4,2,0,10,8,0,1,0,1,3 +greenle01,1964,3,BAL,AL,14,21,0,4,0,0,0,1,1,0,7,3,1,0,0,0,0 +gregole01,1964,1,CHN,NL,19,13,0,1,0,0,0,0,0,1,3,6,0,0,0,0,0 +griffde01,1964,1,LAN,NL,78,238,27,69,16,2,4,23,5,1,5,21,0,1,10,0,7 +groatdi01,1964,1,SLN,NL,161,636,70,186,35,6,1,70,2,3,44,42,3,0,9,7,15 +groteje01,1964,1,HOU,NL,100,298,26,54,9,3,3,24,0,2,20,75,5,4,0,3,6 +grzenjo01,1964,1,KC1,AL,20,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guindbo01,1964,1,BOS,AL,5,8,0,1,1,0,0,0,0,0,1,4,0,0,0,0,0 +haddiha01,1964,1,BAL,AL,49,19,0,0,0,0,0,0,0,0,0,10,0,0,2,0,0 +halldi01,1964,1,BAL,AL,45,16,1,2,0,0,0,3,0,0,1,3,0,0,3,0,1 +halleto01,1964,1,SFN,NL,117,388,43,98,14,3,16,48,4,2,55,51,10,2,0,4,9 +hallji02,1964,1,MIN,AL,149,510,61,144,20,3,25,75,5,2,44,112,3,1,2,5,10 +hamilja01,1964,1,DET,AL,5,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +hamilst01,1964,1,NYA,AL,32,20,3,4,0,0,0,1,0,0,2,4,0,0,0,0,0 +handrve01,1964,1,KC1,AL,18,9,1,2,0,0,0,0,0,0,0,3,0,0,0,0,0 +hannaji01,1964,1,WS2,AL,49,20,2,3,0,0,0,1,0,0,0,5,0,0,1,1,0 +hansero02,1964,1,CHA,AL,158,575,85,150,25,3,20,68,1,0,73,73,7,6,5,6,15 +hardyca01,1964,1,HOU,NL,46,157,13,29,1,1,2,12,0,0,8,30,0,2,0,1,5 +harknti01,1964,1,NYN,NL,39,117,11,33,2,1,2,13,1,1,9,18,1,1,0,1,5 +harpeto01,1964,1,CIN,NL,102,317,42,77,5,2,4,22,24,3,39,56,1,1,6,2,7 +harreke01,1964,1,KC1,AL,49,139,15,27,5,0,7,12,0,1,13,34,0,0,0,0,6 +hartji01,1964,1,SFN,NL,153,566,71,162,15,6,31,81,5,2,47,94,4,4,2,6,13 +heffnbo01,1964,1,BOS,AL,55,44,3,7,1,0,1,4,0,0,1,11,0,0,1,0,1 +heganmi01,1964,1,NYA,AL,5,5,0,0,0,0,0,0,0,0,1,2,0,0,0,0,0 +heldwo01,1964,1,CLE,AL,118,364,50,86,13,0,18,49,1,0,43,88,8,7,0,1,7 +helmsto01,1964,1,CIN,NL,2,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +hendlbo01,1964,1,SFN,NL,30,47,3,5,0,0,0,2,0,0,3,18,0,0,5,0,0 +henrybi01,1964,1,CIN,NL,38,6,1,3,0,0,0,0,0,0,0,1,0,0,0,0,0 +henryro01,1964,1,MIN,AL,22,41,4,5,1,1,2,5,0,0,2,17,0,0,0,0,1 +herbera01,1964,1,CHA,AL,20,36,2,5,0,0,0,3,0,0,1,10,0,0,2,1,1 +herbero01,1964,1,SFN,NL,41,47,2,0,0,0,0,0,0,0,2,30,0,0,5,0,2 +herrnjo01,1964,1,PHI,NL,125,303,38,71,12,4,6,25,1,2,22,67,0,2,8,3,8 +hershmi01,1964,1,CHA,AL,141,452,55,104,15,3,2,31,8,6,48,47,1,4,4,2,10 +hertzst01,1964,1,HOU,NL,5,4,2,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +hiattja01,1964,1,LAA,AL,9,16,2,6,0,0,0,2,0,0,2,3,0,0,0,0,0 +hickmji02,1964,1,NYN,NL,139,409,48,105,14,1,11,57,0,1,36,90,4,2,0,1,11 +hicksji01,1964,1,CHA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hillech01,1964,1,SFN,NL,80,205,21,37,8,1,1,17,1,1,17,23,0,1,4,3,3 +hinslje01,1964,1,NYN,NL,9,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +hintoch01,1964,1,WS2,AL,138,514,71,141,25,7,11,53,17,6,57,77,7,1,0,3,21 +hoakdo01,1964,1,PHI,NL,6,4,0,0,0,0,0,0,0,0,0,2,0,0,2,0,0 +hobbigl01,1964,1,CHN,NL,8,5,0,0,0,0,0,0,0,0,2,2,0,0,0,0,0 +hobbigl01,1964,2,SLN,NL,13,13,1,2,1,0,1,1,0,0,0,2,0,0,1,0,0 +hoeftbi01,1964,1,ML1,NL,42,9,1,2,0,0,0,2,0,0,3,3,0,0,3,0,0 +hoernjo01,1964,1,HOU,NL,7,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +hoffmjo01,1964,1,HOU,NL,6,15,1,1,0,0,0,0,0,0,1,7,0,0,0,0,1 +hookja01,1964,1,NYN,NL,3,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +horlejo01,1964,1,CHA,AL,32,69,2,11,0,0,0,5,0,0,2,11,0,0,8,0,0 +hortoto01,1964,1,BOS,AL,36,126,9,28,5,0,1,8,0,0,3,20,0,0,0,1,7 +hortowi01,1964,1,DET,AL,25,80,6,13,1,3,1,10,0,0,11,20,2,1,0,0,0 +howarbr01,1964,1,CHA,AL,3,8,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +howarel01,1964,1,NYA,AL,150,550,63,172,27,3,15,84,1,1,48,73,12,5,0,4,10 +howarfr01,1964,1,LAN,NL,134,433,60,98,13,2,24,69,1,0,51,113,10,0,1,7,14 +howsedi01,1964,1,CLE,AL,162,637,101,163,23,4,3,52,20,7,76,39,1,2,16,4,12 +humphbo01,1964,1,SLN,NL,28,4,2,1,0,0,0,1,0,0,2,1,0,0,2,0,0 +hundlra01,1964,1,SFN,NL,2,1,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +huntewi01,1964,1,NYN,NL,41,1,0,1,0,0,0,0,0,0,0,0,0,0,2,0,0 +huntke01,1964,1,WS2,AL,51,96,9,13,4,0,1,4,0,1,14,35,0,0,2,1,3 +huntro01,1964,1,NYN,NL,127,475,59,144,19,6,6,42,6,2,29,30,4,11,5,1,16 +jacksal01,1964,1,NYN,NL,50,72,6,11,3,1,1,4,0,0,2,26,0,0,2,0,1 +jacksla01,1964,1,CHN,NL,40,114,2,20,3,0,0,6,0,1,1,26,0,0,5,0,1 +jackslo01,1964,1,BAL,AL,4,8,0,3,0,0,0,0,0,0,0,2,0,0,0,0,0 +jacksso01,1964,1,HOU,NL,9,23,3,8,1,0,0,1,1,0,2,3,0,0,0,0,0 +jaeckja01,1964,1,CHN,NL,4,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jamesch01,1964,1,SLN,NL,88,233,24,52,9,1,5,17,0,0,11,58,1,1,1,0,6 +javieju01,1964,1,SLN,NL,155,535,66,129,19,5,12,65,9,7,30,82,7,1,6,2,9 +jayjo01,1964,1,CIN,NL,34,53,0,3,1,0,0,2,0,0,1,23,0,1,5,0,0 +jimenel01,1964,1,NYA,AL,1,6,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0 +jimenma01,1964,1,KC1,AL,95,204,19,46,7,0,12,38,0,0,15,24,1,5,0,1,15 +johnsal01,1964,1,PHI,NL,43,109,18,33,7,1,4,18,1,2,6,26,1,1,0,0,1 +johnsbo02,1964,1,BAL,AL,93,210,18,52,8,2,3,29,0,0,9,37,1,1,6,1,8 +johnsde01,1964,1,CIN,NL,140,477,63,130,24,4,21,79,4,3,37,98,0,2,1,2,12 +johnske02,1964,1,HOU,NL,35,76,4,6,1,0,1,1,0,0,2,49,0,1,4,0,0 +johnsre01,1964,1,PIT,NL,14,7,1,0,0,0,0,0,0,0,3,0,1,0,0,0,0 +johnto01,1964,1,CLE,AL,25,24,3,5,0,0,0,1,0,0,0,7,0,0,3,0,1 +jonesda03,1964,1,BOS,AL,118,374,37,86,16,4,6,39,6,3,22,38,2,1,3,1,2 +jonesgo01,1964,1,HOU,NL,34,4,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +jonessa02,1964,1,BAL,AL,7,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +josepri01,1964,1,KC1,AL,17,54,3,12,2,0,0,1,0,1,3,11,0,0,0,0,1 +kaatji01,1964,1,MIN,AL,46,83,11,14,1,0,3,11,0,0,11,31,0,0,3,1,1 +kalinal01,1964,1,DET,AL,146,525,77,154,31,5,17,68,4,1,75,51,6,3,2,3,12 +kanehro01,1964,1,NYN,NL,98,254,25,59,7,1,1,11,3,1,7,18,0,1,2,0,1 +kaskoed01,1964,1,HOU,NL,133,448,45,109,16,1,0,22,4,6,37,52,8,1,8,1,9 +kelledi01,1964,1,ML1,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kelleto01,1964,1,CLE,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kelsobi01,1964,1,LAA,AL,10,6,1,0,0,0,0,0,0,0,1,5,0,0,0,0,0 +kennejo03,1964,1,WS2,AL,148,482,55,111,16,4,7,35,3,3,29,119,2,5,4,1,15 +kenwodi01,1964,1,CHA,AL,2,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +keougma01,1964,1,CIN,NL,109,276,29,71,9,1,9,28,1,2,22,58,1,1,0,0,1 +kessido01,1964,1,CHN,NL,4,12,1,2,0,0,0,0,0,0,0,1,0,0,0,0,0 +killeha01,1964,1,MIN,AL,158,577,95,156,11,1,49,111,0,0,93,135,5,8,0,4,15 +kindaje01,1964,1,CLE,AL,23,25,5,9,1,0,2,2,0,0,2,7,0,0,0,0,1 +kindaje01,1964,2,MIN,AL,62,128,8,19,2,0,1,6,0,0,7,44,1,1,3,0,2 +kingji01,1964,1,WS2,AL,134,415,46,100,15,1,18,56,3,1,55,65,7,5,0,3,6 +kirklwi01,1964,1,BAL,AL,66,150,14,30,5,0,3,22,3,2,17,26,4,1,1,3,0 +kirklwi01,1964,2,WS2,AL,32,102,8,22,6,0,5,13,0,0,6,30,0,0,2,0,1 +kirkped01,1964,1,LAA,AL,75,219,20,53,13,3,2,22,2,2,23,30,6,2,0,4,7 +klausbo01,1964,1,CIN,NL,40,93,10,17,5,1,2,6,1,0,4,13,0,0,1,2,1 +klausbo01,1964,2,NYN,NL,56,209,25,51,8,3,2,11,3,4,25,30,0,0,2,0,2 +klimclo01,1964,1,ML1,NL,10,21,3,7,2,0,0,2,0,0,1,2,0,0,0,0,1 +klinero01,1964,1,WS2,AL,61,6,0,1,0,0,0,0,0,0,1,4,0,0,2,0,0 +klippjo01,1964,1,PHI,NL,11,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +klippjo01,1964,2,MIN,AL,33,2,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +knoopbo01,1964,1,LAA,AL,162,486,42,105,8,1,7,38,3,2,46,109,6,5,7,3,17 +kochal01,1964,1,DET,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kochal01,1964,2,WS2,AL,32,32,1,8,3,0,0,2,0,0,0,10,0,0,3,0,1 +kolbga01,1964,1,ML1,NL,36,64,7,12,1,0,0,2,3,2,6,10,1,0,1,0,0 +kooncca01,1964,1,CHN,NL,6,10,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +kopliho01,1964,1,WS2,AL,6,4,0,0,0,0,0,0,0,0,1,2,0,0,0,0,0 +koppejo01,1964,1,LAA,AL,54,113,10,29,4,1,0,6,0,0,14,16,1,0,2,0,2 +kostrfr01,1964,1,MIN,AL,59,103,10,28,5,0,3,12,0,0,4,21,0,1,0,1,2 +koufasa01,1964,1,LAN,NL,29,74,3,7,0,0,0,1,0,0,3,32,0,1,3,0,1 +kralija01,1964,1,CLE,AL,30,64,3,10,1,0,0,0,0,0,1,23,0,1,3,0,0 +kraneed01,1964,1,NYN,NL,119,420,47,108,19,4,10,45,0,1,32,50,2,2,3,4,9 +krausle02,1964,1,KC1,AL,8,2,0,0,0,0,0,0,0,0,1,2,0,0,0,0,0 +kreutfr01,1964,1,CHA,AL,17,8,0,1,1,0,0,1,0,0,0,3,0,0,2,0,0 +kreutfr01,1964,2,WS2,AL,13,11,1,0,0,0,0,0,0,0,0,5,0,0,2,0,0 +krollga01,1964,1,PHI,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +krollga01,1964,2,NYN,NL,8,3,0,1,0,0,0,0,0,0,0,1,0,0,0,0,1 +kubekto01,1964,1,NYA,AL,106,415,46,95,16,3,8,31,4,1,26,55,3,1,4,1,6 +kuennha01,1964,1,SFN,NL,111,351,42,92,16,2,4,22,0,1,35,32,4,1,1,2,5 +lamabja01,1964,1,BOS,AL,39,52,3,6,2,0,0,1,0,0,3,25,0,0,1,0,3 +landiji01,1964,1,CHA,AL,106,298,30,62,8,4,1,18,5,0,36,64,1,6,6,1,5 +landrdo01,1964,1,CHN,NL,11,11,2,0,0,0,0,0,0,0,1,2,0,0,0,0,1 +lanieha01,1964,1,SFN,NL,98,383,40,105,16,3,2,28,2,1,5,44,0,0,12,1,12 +larsedo01,1964,1,SFN,NL,6,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +larsedo01,1964,2,HOU,NL,31,31,0,3,1,0,0,0,0,0,4,10,0,0,1,0,0 +laryfr01,1964,1,DET,AL,6,7,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +laryfr01,1964,2,NYN,NL,13,17,1,2,0,0,0,1,0,0,4,5,0,0,1,0,1 +laryfr01,1964,3,ML1,NL,5,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +latmaba01,1964,1,LAA,AL,40,40,2,5,2,0,0,4,0,0,0,9,0,0,2,0,1 +lauch01,1964,1,KC1,AL,43,118,11,32,7,1,2,9,0,0,10,18,1,0,0,1,1 +lauch01,1964,2,BAL,AL,62,158,16,41,15,1,1,14,0,0,17,27,5,1,2,1,5 +lawve01,1964,1,PIT,NL,36,61,9,19,3,0,1,3,0,0,3,11,0,1,5,0,3 +leebo01,1964,1,LAA,AL,64,22,0,0,0,0,0,0,0,0,1,19,0,0,0,0,0 +leedo01,1964,1,LAA,AL,33,23,2,6,2,0,0,2,0,0,1,5,0,0,0,0,0 +lemasde01,1964,1,ML1,NL,39,67,2,9,1,0,0,6,0,0,4,25,0,1,7,4,1 +leppedo02,1964,1,WS2,AL,50,122,6,19,3,0,3,12,0,0,11,32,1,0,2,1,3 +lewisjo01,1964,1,SLN,NL,40,94,10,22,2,2,2,7,2,2,13,23,1,0,0,1,1 +lillibo01,1964,1,HOU,NL,109,332,31,89,11,2,0,17,4,9,11,10,1,0,7,1,8 +linzph01,1964,1,NYA,AL,112,368,63,92,21,3,5,25,3,4,43,61,2,2,4,0,8 +lockdo01,1964,1,WS2,AL,152,512,73,127,17,4,28,80,4,2,79,137,3,1,0,6,12 +lockebo01,1964,1,PHI,NL,8,2,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +lockero01,1964,1,NYN,NL,25,5,1,0,0,0,0,0,0,0,0,3,0,0,3,0,0 +lolicmi01,1964,1,DET,AL,44,64,9,7,0,0,0,4,0,0,11,32,0,2,9,0,1 +longje01,1964,1,SLN,NL,28,43,5,10,1,0,1,4,0,0,6,18,0,1,0,0,1 +longje01,1964,2,CHA,AL,23,35,0,5,0,0,0,5,0,0,4,15,0,0,0,1,1 +lopezhe01,1964,1,NYA,AL,127,285,34,74,9,3,10,34,1,1,24,54,2,1,1,2,8 +loundo01,1964,1,WS2,AL,2,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +lumpeje01,1964,1,DET,AL,158,624,75,160,21,6,6,46,2,1,50,61,3,2,8,4,12 +luploal01,1964,1,CLE,AL,19,18,1,2,0,0,0,1,0,0,1,8,0,0,0,0,3 +lynchje01,1964,1,PIT,NL,114,297,35,81,14,2,16,66,0,1,26,57,3,1,0,5,5 +mackeke01,1964,1,SFN,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mahafar01,1964,1,PHI,NL,34,50,4,6,2,0,1,4,0,0,1,26,0,0,5,0,0 +malonji01,1964,1,CIN,NL,31,73,5,11,1,0,1,13,1,0,4,13,0,0,1,1,0 +malzofr01,1964,1,BOS,AL,148,537,62,142,19,0,13,56,0,0,37,43,1,2,5,4,7 +mantife01,1964,1,BOS,AL,133,425,69,123,20,1,30,64,0,1,41,46,1,4,0,0,12 +mantlmi01,1964,1,NYA,AL,143,465,92,141,25,2,35,111,6,3,99,102,18,0,0,3,9 +maricju01,1964,1,SFN,NL,33,97,4,14,0,0,0,3,1,2,4,25,0,0,6,0,0 +marisro01,1964,1,NYA,AL,141,513,86,144,12,2,26,71,3,0,62,78,1,6,1,2,7 +martijc01,1964,1,CHA,AL,122,294,23,58,10,1,4,22,0,0,16,30,7,2,3,3,4 +martito01,1964,1,CLE,AL,9,14,1,3,1,0,0,2,0,1,0,2,0,0,0,0,1 +matheed01,1964,1,ML1,NL,141,502,83,117,19,1,23,74,2,2,85,100,5,1,0,2,8 +mathene01,1964,1,KC1,AL,157,573,58,137,27,5,14,60,2,3,43,143,7,1,2,1,18 +maxvida01,1964,1,SLN,NL,37,26,4,6,0,0,0,4,1,0,0,7,0,0,1,0,0 +maxwech01,1964,1,CHA,AL,2,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mayele01,1964,1,ML1,NL,153,588,96,179,44,5,10,74,5,10,34,54,3,4,0,1,10 +mayje01,1964,1,PIT,NL,11,31,1,8,0,0,0,3,0,0,3,9,0,0,0,1,1 +mayswi01,1964,1,SFN,NL,157,578,121,171,21,9,47,111,19,5,82,72,13,1,1,3,11 +mazerbi01,1964,1,PIT,NL,162,601,66,161,22,8,10,64,1,1,29,52,11,0,10,4,21 +mcauldi01,1964,1,DET,AL,162,557,85,134,18,7,24,66,8,5,77,96,8,3,5,3,13 +mcbeaal01,1964,1,PIT,NL,58,12,1,1,0,0,0,0,0,0,0,7,0,0,2,0,0 +mcbrike01,1964,1,LAA,AL,29,28,0,6,0,0,0,2,0,0,6,7,0,1,2,0,0 +mccabjo01,1964,1,MIN,AL,14,19,1,3,0,0,0,2,0,0,0,8,0,0,1,1,0 +mccarti01,1964,1,SLN,NL,143,465,53,134,19,3,9,52,2,0,40,44,15,1,5,4,8 +mccoobi01,1964,1,CIN,NL,40,17,0,0,0,0,0,0,0,0,0,10,0,0,1,0,2 +mccormi03,1964,1,BAL,AL,4,6,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +mccovwi01,1964,1,SFN,NL,130,364,55,80,14,1,18,54,2,1,61,73,5,5,0,4,9 +mccrato01,1964,1,CHA,AL,125,368,47,96,11,5,6,36,15,7,32,65,4,4,7,2,4 +mcdanli01,1964,1,CHN,NL,63,16,0,2,0,0,0,0,0,0,0,9,0,0,1,0,0 +mcdowsa01,1964,1,CLE,AL,31,56,2,8,1,0,0,2,0,0,5,25,0,0,3,0,0 +mcfaror01,1964,1,PIT,NL,37,78,5,19,5,0,0,1,0,0,4,27,2,0,1,0,0 +mclaide01,1964,1,DET,AL,20,37,2,5,0,0,0,2,0,0,1,15,0,0,4,0,1 +mclisca01,1964,1,PHI,NL,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcmahdo02,1964,1,CLE,AL,70,14,1,2,0,0,0,1,0,0,0,8,0,0,0,0,0 +mcmilro01,1964,1,ML1,NL,8,13,1,4,0,0,0,2,1,0,0,2,0,0,0,0,0 +mcmilro01,1964,2,NYN,NL,113,379,30,80,8,2,1,25,3,1,14,16,2,4,6,2,18 +mcmulke01,1964,1,LAN,NL,24,67,3,14,0,0,1,2,0,1,3,7,1,0,2,0,3 +mcnalda01,1964,1,BAL,AL,30,51,4,7,2,0,0,1,0,0,4,29,0,0,2,0,0 +mcnerje01,1964,1,CHA,AL,73,186,16,40,5,0,3,23,0,0,19,24,4,3,3,6,6 +mejiaro01,1964,1,BOS,AL,62,101,14,24,3,1,2,4,0,0,7,16,1,1,0,0,4 +menkede01,1964,1,ML1,NL,151,505,79,143,29,5,20,65,4,2,68,77,13,4,4,7,11 +meyerbo01,1964,1,NYA,AL,7,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +meyerbo01,1964,2,LAA,AL,6,5,0,0,0,0,0,0,0,0,0,3,0,0,2,0,0 +meyerbo01,1964,3,KC1,AL,12,12,0,0,0,0,0,0,0,0,1,9,0,0,1,0,0 +mikkepe01,1964,1,NYA,AL,50,16,1,1,0,0,0,0,0,0,0,12,0,0,4,0,0 +millebo04,1964,1,LAN,NL,74,19,1,3,0,0,0,0,0,0,2,7,0,0,2,0,0 +millela01,1964,1,LAN,NL,16,26,0,7,0,0,0,2,0,0,0,4,0,0,2,0,1 +millest01,1964,1,BAL,AL,66,9,0,1,1,0,0,0,0,0,0,2,0,0,2,0,0 +minchdo01,1964,1,MIN,AL,120,287,45,68,12,4,23,56,0,0,27,51,2,0,3,3,8 +minosmi01,1964,1,CHA,AL,30,31,4,7,0,0,1,5,0,0,5,3,1,1,1,0,0 +moelljo01,1964,1,LAN,NL,27,45,1,3,0,0,0,0,0,0,1,19,0,0,4,0,0 +monbobi01,1964,1,BOS,AL,39,72,3,6,0,1,0,3,0,0,8,22,0,0,5,0,1 +monteau01,1964,1,KC1,AL,11,7,0,2,0,1,0,0,0,0,0,4,0,0,0,0,0 +moonwa01,1964,1,LAN,NL,68,118,8,26,2,1,2,9,1,1,12,22,3,0,2,0,4 +moorear01,1964,1,NYA,AL,31,23,4,4,2,0,0,1,0,0,2,9,0,0,0,0,0 +moranal01,1964,1,NYN,NL,16,22,2,5,0,0,0,4,0,0,2,2,0,0,0,1,1 +moranbi02,1964,1,LAA,AL,50,198,26,53,10,1,0,11,1,3,13,20,1,1,6,1,9 +moranbi02,1964,2,CLE,AL,69,151,14,31,6,0,1,10,0,1,18,16,3,1,3,2,5 +morehda01,1964,1,BOS,AL,32,54,2,5,1,0,0,2,0,0,4,21,0,0,2,0,0 +morgajo01,1964,1,SLN,NL,3,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +morgajo02,1964,1,HOU,NL,10,37,4,7,0,0,0,0,0,1,6,7,0,0,0,0,0 +mossido01,1964,1,CHA,AL,34,6,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +motama01,1964,1,PIT,NL,115,271,43,75,8,3,5,32,4,1,10,31,0,3,11,1,5 +murakma01,1964,1,SFN,NL,9,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +murreiv01,1964,1,HOU,NL,10,14,1,2,1,0,0,1,0,0,0,6,0,0,0,1,0 +narumbu01,1964,1,WS2,AL,38,66,1,4,0,0,1,1,0,0,0,40,0,0,5,0,0 +navarju01,1964,1,LAA,AL,5,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +navarju01,1964,2,DET,AL,26,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +newmafr01,1964,1,LAA,AL,39,61,5,11,0,0,1,3,0,0,4,23,0,0,5,0,0 +nichoch02,1964,1,CIN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nichoda01,1964,1,CHA,AL,97,294,40,60,6,1,13,39,0,2,52,126,0,3,0,1,5 +niekrph01,1964,1,ML1,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +niesoch01,1964,1,MIN,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nixonru01,1964,1,BOS,AL,81,163,10,38,7,0,1,20,0,0,14,29,3,2,0,3,7 +normafr01,1964,1,CHN,NL,8,11,1,1,0,0,0,0,0,0,0,5,0,0,0,0,0 +northji01,1964,1,DET,AL,5,12,1,1,1,0,0,0,1,0,0,3,0,0,0,0,0 +nossejo01,1964,1,MIN,AL,7,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nottedo01,1964,1,HOU,NL,28,47,0,3,0,0,0,1,0,0,2,19,0,0,5,0,1 +nuxhajo01,1964,1,CIN,NL,34,54,2,7,0,0,1,1,1,0,0,20,0,0,1,0,1 +odellbi01,1964,1,SFN,NL,50,22,4,0,0,0,0,0,0,0,1,7,0,0,0,0,0 +odombl01,1964,1,KC1,AL,5,5,1,0,0,0,0,0,0,0,1,4,0,0,0,0,0 +odonojo01,1964,1,KC1,AL,40,55,4,13,0,0,1,5,0,0,0,18,0,0,7,0,1 +olivato01,1964,1,MIN,AL,161,672,109,217,43,9,32,94,12,6,34,68,8,6,3,3,9 +olivege01,1964,1,ML1,NL,93,279,45,77,15,1,13,49,3,7,17,41,0,1,0,1,9 +olivena01,1964,1,LAN,NL,99,321,28,78,9,0,0,21,7,4,31,57,6,0,4,1,11 +olivoch01,1964,1,ML1,NL,38,4,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +orsinjo01,1964,1,BAL,AL,81,248,21,55,10,0,8,23,0,0,23,55,3,2,1,3,6 +ortegph01,1964,1,LAN,NL,35,44,1,6,0,0,0,3,0,0,1,24,0,0,7,2,1 +osinsda01,1964,1,LAA,AL,47,18,1,1,0,0,0,0,0,0,1,5,0,0,2,0,0 +osteecl01,1964,1,WS2,AL,40,90,8,14,4,0,1,7,1,0,3,34,0,1,7,2,1 +otoolji01,1964,1,CIN,NL,30,70,2,7,0,1,0,2,0,0,6,27,0,0,7,0,1 +ottbi01,1964,1,CHN,NL,20,39,4,7,3,0,0,1,0,1,3,10,0,0,1,0,0 +owensji01,1964,1,HOU,NL,48,29,0,3,1,0,0,0,0,0,0,16,0,0,1,0,0 +paganjo01,1964,1,SFN,NL,134,367,33,82,10,1,1,28,5,4,35,66,10,1,6,6,7 +pagliji01,1964,1,PIT,NL,97,302,33,89,12,3,10,36,1,0,41,56,4,2,1,0,11 +pappami01,1964,1,BAL,AL,37,93,4,12,1,0,0,4,0,0,4,46,0,1,2,0,1 +parkewe01,1964,1,LAN,NL,124,214,29,55,7,1,3,10,5,4,14,45,3,1,9,2,2 +parsoto01,1964,1,NYN,NL,4,7,1,0,0,0,0,0,0,0,0,5,0,0,0,0,0 +pascuca02,1964,1,MIN,AL,36,94,3,17,7,0,0,8,0,0,8,9,0,0,4,0,1 +pavledo01,1964,1,CIN,NL,34,91,12,22,4,0,5,11,0,0,10,17,1,0,0,1,1 +pearsal02,1964,1,LAA,AL,107,265,34,59,5,1,2,16,6,4,35,22,2,1,4,0,4 +penaor01,1964,1,KC1,AL,42,75,4,12,1,0,1,6,0,0,4,33,0,0,3,1,1 +pepitjo01,1964,1,NYA,AL,160,613,71,154,12,3,28,100,2,1,24,63,7,3,2,5,17 +perezto01,1964,1,CIN,NL,12,25,1,2,1,0,0,1,0,0,3,9,0,0,0,0,0 +perraro01,1964,1,LAN,NL,72,19,1,2,0,0,0,0,0,0,1,8,0,0,3,0,0 +perrybo02,1964,1,LAA,AL,70,221,19,61,8,1,3,16,1,1,14,52,0,0,1,1,4 +perryga01,1964,1,SFN,NL,46,56,0,3,1,0,0,3,0,0,1,23,0,1,7,1,0 +perryji01,1964,1,MIN,AL,42,13,0,2,0,0,0,1,0,0,0,4,0,0,0,0,1 +peterca01,1964,1,SFN,NL,66,74,8,15,1,1,1,8,0,0,3,20,1,0,0,0,0 +peterga01,1964,1,CHA,AL,54,120,9,25,7,0,4,19,0,0,2,29,0,1,3,0,4 +pfistda01,1964,1,KC1,AL,20,6,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +phillad01,1964,1,PHI,NL,13,13,4,3,0,0,0,0,0,0,3,3,0,0,1,0,0 +phillbu02,1964,1,DET,AL,46,87,14,22,1,0,3,6,1,2,10,13,2,0,1,1,2 +philldi01,1964,1,WS2,AL,109,234,17,54,6,1,2,23,1,2,27,22,0,1,0,5,3 +piercbi02,1964,1,SFN,NL,34,9,0,3,0,0,0,2,0,0,0,3,0,0,0,0,0 +piersji01,1964,1,LAA,AL,87,255,28,80,11,0,2,13,5,3,16,32,1,0,4,1,5 +pinielo01,1964,1,BAL,AL,4,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pinsova01,1964,1,CIN,NL,156,625,99,166,23,11,23,84,8,2,42,99,2,5,1,3,9 +pizarju01,1964,1,CHA,AL,33,90,6,19,1,0,3,15,0,0,1,34,0,0,2,1,3 +pleisbi01,1964,1,MIN,AL,47,4,2,1,0,0,0,0,0,0,1,2,0,0,1,0,0 +podrejo01,1964,1,LAN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0 +popovpa01,1964,1,CHN,NL,1,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +postwa01,1964,1,CLE,AL,5,8,1,0,0,0,0,0,0,0,3,4,0,0,0,0,0 +powelbo01,1964,1,BAL,AL,134,424,74,123,17,0,39,99,0,0,76,91,6,2,2,2,9 +powervi01,1964,1,MIN,AL,19,45,6,10,2,0,0,1,0,0,1,3,0,0,1,0,0 +powervi01,1964,2,LAA,AL,68,221,17,55,6,0,3,13,1,1,8,14,0,1,4,3,7 +powervi01,1964,3,PHI,NL,18,48,1,10,4,0,0,3,0,0,2,3,0,0,0,0,0 +pregejo01,1964,1,SFN,NL,13,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +priddbo01,1964,1,PIT,NL,19,3,0,0,0,0,0,0,0,0,1,2,0,0,0,0,0 +purdijo01,1964,1,LAN,NL,3,5,0,1,0,0,0,1,0,0,0,1,0,0,0,0,0 +purkebo01,1964,1,CIN,NL,34,58,3,3,0,0,0,1,0,0,1,33,0,1,8,1,0 +queenme02,1964,1,CIN,NL,48,95,7,19,2,0,2,12,0,1,4,19,0,0,0,0,4 +radatdi01,1964,1,BOS,AL,79,37,2,6,1,0,0,4,0,0,0,19,0,1,2,0,0 +rakowed01,1964,1,DET,AL,42,39,3,0,0,0,0,0,0,0,3,16,0,0,4,0,1 +ramospe01,1964,1,CLE,AL,44,39,6,7,0,0,2,2,0,0,2,22,0,0,1,0,0 +ramospe01,1964,2,NYA,AL,13,5,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +ranewme01,1964,1,CHN,NL,16,33,0,3,0,0,0,1,0,0,2,6,0,1,0,0,1 +ranewme01,1964,2,ML1,NL,9,17,1,2,0,0,0,0,0,1,0,3,0,0,0,0,0 +raymocl01,1964,1,HOU,NL,41,14,1,1,1,0,0,2,0,0,0,7,0,0,2,1,0 +reedho01,1964,1,LAN,NL,26,20,0,2,0,0,0,1,0,0,2,12,0,0,0,0,0 +reeseri01,1964,1,MIN,AL,10,7,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1 +reganph01,1964,1,DET,AL,33,41,3,13,2,0,0,1,0,0,5,13,0,0,4,0,1 +reichri01,1964,1,LAA,AL,11,37,0,6,0,0,0,0,1,0,1,12,1,0,0,0,1 +renifha01,1964,1,NYA,AL,44,10,2,1,0,0,0,0,0,0,0,7,0,0,0,0,0 +repozro01,1964,1,NYA,AL,11,1,1,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +retzeke01,1964,1,WS2,AL,17,32,1,3,0,0,0,1,0,0,5,4,1,1,0,0,1 +reynoto01,1964,1,KC1,AL,31,94,11,19,1,0,2,9,0,0,10,22,0,2,0,0,4 +ribande01,1964,1,NYN,NL,17,20,2,2,1,0,0,1,0,0,1,2,0,0,0,0,0 +richabo01,1964,1,NYA,AL,159,679,90,181,25,4,4,50,11,2,28,36,1,0,16,5,15 +richago01,1964,1,SLN,NL,19,13,0,1,0,0,0,0,0,0,2,9,0,0,0,0,0 +richepe01,1964,1,LAN,NL,8,11,0,1,0,0,0,1,1,0,0,5,0,0,0,0,0 +ridzist01,1964,1,WS2,AL,49,27,3,6,1,0,0,3,0,0,1,8,0,0,2,0,0 +ritchja01,1964,1,BOS,AL,21,9,0,1,0,0,0,0,0,0,0,2,0,0,0,0,1 +roarkmi01,1964,1,DET,AL,29,82,4,19,1,0,0,7,0,0,10,10,0,0,1,0,1 +roberda03,1964,1,HOU,NL,61,125,9,23,4,1,1,7,0,1,14,28,1,1,2,1,2 +roberro01,1964,1,BAL,AL,31,68,3,9,1,0,0,0,0,0,4,21,0,1,4,0,3 +robinbr01,1964,1,BAL,AL,163,612,82,194,35,3,28,118,1,0,51,64,10,4,8,10,17 +robinea01,1964,1,BAL,AL,37,121,11,33,5,1,3,10,1,2,7,24,0,0,2,1,2 +robinfl01,1964,1,CHA,AL,141,525,83,158,17,3,11,59,9,5,70,41,7,5,5,1,8 +robinfr02,1964,1,CIN,NL,156,568,103,174,38,6,29,96,23,5,79,67,20,9,0,6,13 +rodgean01,1964,1,CHN,NL,129,448,50,107,17,3,12,46,5,1,53,88,5,0,4,3,9 +rodgebu01,1964,1,LAA,AL,148,514,38,125,18,3,4,54,4,3,40,71,11,4,7,7,15 +roebued01,1964,1,WS2,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +roebued01,1964,2,PHI,NL,60,6,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +rojasco01,1964,1,PHI,NL,109,340,58,99,19,5,2,31,1,3,22,17,0,2,9,4,12 +rolanji01,1964,1,MIN,AL,30,27,2,4,0,0,0,0,0,0,0,11,0,0,0,0,0 +rolliri01,1964,1,MIN,AL,148,596,87,161,25,10,12,68,2,5,53,80,3,5,9,2,12 +romanbi01,1964,1,DET,AL,3,8,2,3,0,0,1,1,0,0,0,2,0,0,0,0,0 +romanjo01,1964,1,CLE,AL,106,352,46,85,18,1,19,47,2,2,51,83,6,7,2,3,15 +roofph01,1964,1,ML1,NL,1,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +rosebjo01,1964,1,LAN,NL,134,414,42,119,24,1,3,45,3,3,44,61,9,4,7,6,7 +rosepe01,1964,1,CIN,NL,136,516,64,139,13,2,4,34,4,10,36,51,0,2,3,1,6 +roweke01,1964,1,BAL,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +roznovi01,1964,1,CHN,NL,35,76,2,15,1,0,0,2,0,1,5,18,0,0,2,1,0 +rudoldo01,1964,1,WS2,AL,28,15,0,1,0,0,0,0,0,0,1,6,0,0,0,0,1 +ruizch01,1964,1,CIN,NL,77,311,33,76,13,2,2,16,11,3,7,41,1,4,12,2,2 +runnepe01,1964,1,HOU,NL,22,51,3,10,1,0,0,3,0,0,8,7,1,0,1,0,3 +ryanmi02,1964,1,BOS,AL,1,3,0,1,0,0,0,2,0,0,1,0,1,0,0,0,0 +sadecra01,1964,1,SLN,NL,39,75,7,12,6,1,0,6,0,0,2,14,0,1,9,0,0 +sadowbo02,1964,1,ML1,NL,51,52,6,8,1,0,0,4,0,0,1,22,0,0,6,0,1 +salmoch01,1964,1,CLE,AL,86,283,43,87,17,2,4,25,10,6,13,37,0,2,2,2,2 +samueam01,1964,1,NYN,NL,53,142,7,33,7,0,0,5,0,1,4,24,0,2,3,0,2 +sandeke01,1964,1,KC1,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sanfoja02,1964,1,SFN,NL,19,30,3,4,1,0,0,4,0,0,3,12,0,0,3,0,0 +santijo02,1964,1,KC1,AL,34,18,1,0,0,0,0,0,0,0,2,7,0,0,2,0,0 +santoro01,1964,1,CHN,NL,161,592,94,185,33,13,30,114,3,4,86,96,5,2,0,6,11 +satrito01,1964,1,LAA,AL,108,255,18,51,9,0,1,17,0,2,30,37,3,0,2,2,12 +saverbo01,1964,1,BAL,AL,46,34,14,5,1,0,0,0,3,1,3,6,0,0,0,0,2 +schaapa01,1964,1,LAA,AL,17,32,3,4,0,0,0,0,0,1,2,5,0,0,0,0,1 +schafji01,1964,1,CHN,NL,54,122,9,25,6,1,2,9,2,4,17,17,4,1,0,0,6 +schilch01,1964,1,BOS,AL,47,163,18,32,6,0,0,7,0,1,15,22,0,0,3,1,2 +schneda01,1964,1,ML1,NL,14,8,0,0,0,0,0,0,0,0,0,5,0,0,1,0,0 +schofdi01,1964,1,PIT,NL,121,398,50,98,22,5,3,36,1,2,54,60,3,7,3,2,3 +schulba01,1964,1,SLN,NL,30,6,0,1,0,0,0,0,0,0,0,2,0,0,1,0,0 +schurwa01,1964,1,CHN,NL,26,5,0,0,0,0,0,0,0,0,1,5,0,0,0,0,0 +schwado01,1964,1,PIT,NL,16,19,1,5,0,1,0,1,0,0,0,7,0,0,0,0,1 +scottdi02,1964,1,CHN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sealejo01,1964,1,DET,AL,4,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +seguidi01,1964,1,KC1,AL,40,71,4,11,1,0,1,6,0,0,3,39,0,1,3,0,1 +seyfrgo01,1964,1,CLE,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shannmi01,1964,1,SLN,NL,88,253,30,66,8,2,9,43,4,0,19,54,1,0,5,2,7 +shantbo01,1964,1,SLN,NL,16,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +shantbo01,1964,2,CHN,NL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shantbo01,1964,3,PHI,NL,14,5,0,0,0,0,0,0,0,0,1,3,0,0,0,0,0 +shawbo01,1964,1,SFN,NL,61,13,0,0,0,0,0,0,0,0,0,8,0,0,0,0,0 +sheldro01,1964,1,NYA,AL,19,34,0,3,0,0,0,1,0,0,0,23,0,0,2,0,0 +sherrla01,1964,1,DET,AL,38,14,0,0,0,0,0,0,0,0,0,6,0,0,0,0,0 +shiffga01,1964,1,MIN,AL,10,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +shirlba01,1964,1,LAN,NL,18,62,6,17,1,1,0,7,0,0,4,8,2,0,0,0,4 +shockco01,1964,1,PHI,NL,11,35,4,8,0,0,1,2,0,0,2,8,0,0,0,1,1 +shoemch01,1964,1,KC1,AL,16,52,6,11,2,2,0,3,0,0,0,9,0,0,0,0,0 +shortch02,1964,1,PHI,NL,44,65,4,7,0,1,0,4,0,0,1,18,0,0,8,1,1 +siebeno01,1964,1,BAL,AL,150,478,92,117,24,2,12,56,2,3,106,87,3,2,3,7,5 +siebeso01,1964,1,CLE,AL,42,49,5,13,2,1,2,6,0,0,1,9,0,0,0,0,1 +siebldw01,1964,1,MIN,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sievero01,1964,1,PHI,NL,49,120,7,22,3,1,4,16,0,0,13,20,1,1,0,2,6 +sievero01,1964,2,WS2,AL,33,58,5,10,1,0,4,11,0,0,9,14,2,0,0,0,1 +simmocu01,1964,1,SLN,NL,34,94,6,10,0,0,0,6,0,0,4,32,0,0,8,0,3 +simpsdi01,1964,1,LAA,AL,21,50,11,7,1,0,2,4,2,2,8,15,0,0,0,0,1 +simsdu01,1964,1,CLE,AL,2,6,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +singebi01,1964,1,LAN,NL,2,6,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +siskto01,1964,1,PIT,NL,42,8,0,0,0,0,0,0,0,0,0,5,0,0,0,0,1 +skinnbo01,1964,1,CIN,NL,25,59,6,13,3,0,3,5,0,0,4,12,0,0,0,0,1 +skinnbo01,1964,2,SLN,NL,55,118,10,32,5,0,1,16,0,0,11,20,2,0,0,0,0 +skowrbi01,1964,1,WS2,AL,73,262,28,71,10,0,13,41,0,0,11,56,2,3,0,2,7 +skowrbi01,1964,2,CHA,AL,73,273,19,80,11,3,4,38,0,0,19,36,4,1,0,4,7 +slaugst01,1964,1,CHN,NL,20,12,1,1,0,0,0,0,0,0,1,8,0,0,0,0,0 +smithal04,1964,1,CLE,AL,61,136,15,22,1,1,4,9,0,1,8,32,1,1,2,0,5 +smithal04,1964,2,BOS,AL,29,51,10,11,4,0,2,7,0,0,13,10,0,1,0,0,1 +smithch04,1964,1,CHA,AL,2,7,1,1,0,1,0,0,0,0,1,1,0,0,0,0,1 +smithch04,1964,2,NYN,NL,127,443,44,106,12,0,20,58,2,2,19,101,1,3,5,1,8 +smithdi02,1964,1,NYN,NL,46,94,14,21,6,1,0,3,6,2,1,29,0,2,0,0,2 +smithge04,1964,1,DET,AL,5,7,1,2,0,0,0,2,1,0,1,4,0,0,0,0,0 +smithha08,1964,1,CIN,NL,32,66,6,8,1,0,0,3,1,0,12,20,2,0,1,0,6 +smithja04,1964,1,ML1,NL,22,3,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +smithwi02,1964,1,LAA,AL,118,359,46,108,14,6,11,51,7,5,8,39,1,2,1,3,8 +snidedu01,1964,1,SFN,NL,91,167,16,35,7,0,4,17,0,0,22,40,4,0,0,0,2 +snydeji02,1964,1,MIN,AL,26,71,3,11,2,0,1,9,0,0,4,11,0,1,11,1,4 +snyderu01,1964,1,BAL,AL,56,93,11,27,3,0,1,7,0,2,11,22,1,0,3,1,1 +southbi02,1964,1,ML1,NL,3,7,2,2,0,0,1,2,0,0,0,3,0,2,0,0,0 +spahnwa01,1964,1,ML1,NL,39,59,2,11,2,0,1,5,0,1,0,10,0,0,1,1,1 +spangal01,1964,1,HOU,NL,135,449,51,110,18,5,4,38,7,8,41,43,1,4,6,5,6 +spansbi01,1964,1,BOS,AL,29,14,2,4,0,0,0,2,0,0,2,4,0,0,0,0,0 +sparmjo01,1964,1,DET,AL,23,25,3,4,0,2,0,4,0,0,1,11,0,0,0,0,0 +spiezed01,1964,1,SLN,NL,12,12,0,4,0,0,0,0,0,0,0,1,0,0,0,0,0 +sprinja01,1964,1,LAA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sprinja01,1964,2,CHN,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sprinja01,1964,3,SLN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +staehma01,1964,1,CHA,AL,6,5,0,2,0,0,0,2,1,0,0,0,0,0,1,0,0 +staffbi01,1964,1,NYA,AL,31,13,1,1,1,0,0,1,0,0,0,6,0,0,0,0,0 +stahlla01,1964,1,KC1,AL,15,46,7,12,1,0,3,6,0,0,1,10,0,0,0,0,0 +stalltr01,1964,1,NYN,NL,36,79,5,15,3,0,0,1,0,0,0,22,0,1,1,0,2 +stangle01,1964,1,MIN,AL,14,25,1,1,0,0,0,2,0,0,5,14,0,0,0,1,1 +stangle01,1964,2,CLE,AL,24,25,0,2,0,0,0,1,0,0,3,13,0,0,2,0,0 +stanlmi01,1964,1,DET,AL,4,11,3,3,0,0,0,1,0,0,0,1,0,0,0,0,1 +stargwi01,1964,1,PIT,NL,117,421,53,115,19,7,21,78,1,1,17,92,2,2,1,1,7 +starrhe01,1964,1,BAL,AL,5,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +staubru01,1964,1,HOU,NL,89,292,26,63,10,2,8,35,1,1,21,31,4,3,0,4,6 +steevmo01,1964,1,PHI,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stenhda01,1964,1,WS2,AL,26,20,2,6,1,0,0,1,0,0,1,4,0,0,3,0,0 +stephge01,1964,1,CHA,AL,82,141,21,33,4,2,3,17,1,2,21,28,3,2,4,3,1 +stephjo02,1964,1,NYN,NL,37,57,2,9,0,0,1,2,0,0,4,18,0,1,0,0,0 +stewaji01,1964,1,CHN,NL,132,415,59,105,17,0,3,33,10,8,49,61,0,2,9,6,5 +stigmdi01,1964,1,MIN,AL,32,69,2,7,2,0,0,0,0,0,2,34,0,0,0,0,1 +stockwe01,1964,1,BAL,AL,14,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +stockwe01,1964,2,KC1,AL,50,15,1,3,0,0,0,2,0,0,1,7,0,0,3,0,0 +stottme01,1964,1,NYA,AL,14,37,2,9,1,0,0,3,0,0,1,12,0,1,1,0,2 +stuardi01,1964,1,BOS,AL,156,603,73,168,27,1,33,114,0,0,37,130,7,3,1,7,11 +sturdto01,1964,1,KC1,AL,3,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +sturdto01,1964,2,NYN,NL,16,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +suklaed01,1964,1,LAA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sullijo07,1964,1,DET,AL,2,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +sutheda01,1964,1,NYN,NL,10,5,0,1,0,0,0,0,0,0,0,4,0,0,0,0,0 +talbofr01,1964,1,CHA,AL,18,19,5,5,2,0,0,3,0,0,4,6,0,0,2,0,0 +tartajo01,1964,1,KC1,AL,104,100,9,20,2,0,0,3,4,0,5,12,0,0,3,0,0 +tayloha04,1964,1,NYN,NL,92,225,20,54,8,0,4,23,0,0,8,33,1,2,0,0,7 +tayloro01,1964,1,SLN,NL,63,15,0,2,0,0,0,0,0,0,0,9,0,0,0,0,0 +tayloto02,1964,1,PHI,NL,154,570,62,143,13,6,4,46,13,7,46,74,8,13,5,2,9 +templjo01,1964,1,CIN,NL,6,3,0,0,0,0,0,0,0,0,2,1,1,0,0,0,0 +terryra01,1964,1,NYA,AL,27,35,2,7,1,0,0,0,0,0,3,10,0,0,4,0,1 +thomafr03,1964,1,NYN,NL,60,197,19,50,6,1,3,19,1,1,10,29,1,2,0,1,4 +thomafr03,1964,2,PHI,NL,39,143,20,42,11,0,7,26,0,1,5,12,2,0,3,3,3 +thomage01,1964,1,DET,AL,105,308,39,88,15,2,12,44,4,1,18,53,0,3,2,2,6 +thomale03,1964,1,LAA,AL,47,172,14,47,8,1,2,24,1,0,18,22,1,0,3,1,2 +thomale03,1964,2,BOS,AL,107,401,44,103,19,2,13,42,2,1,34,29,4,4,0,3,14 +tiantlu01,1964,1,CLE,AL,19,45,3,5,0,0,1,3,0,0,0,13,0,0,3,0,3 +tiefebo01,1964,1,ML1,NL,46,14,0,0,0,0,0,0,0,0,1,7,0,0,1,0,0 +tillmbo01,1964,1,BOS,AL,131,425,43,118,18,1,17,61,0,0,49,74,11,0,4,1,12 +torboje01,1964,1,LAN,NL,28,43,4,10,1,1,0,4,0,0,3,8,1,1,1,1,0 +torrefe01,1964,1,LAA,AL,100,277,25,64,10,0,12,28,1,3,13,56,0,1,0,2,12 +torrejo01,1964,1,ML1,NL,154,601,87,193,36,5,20,109,2,4,36,67,4,7,0,2,26 +tothpa01,1964,1,CHN,NL,4,3,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +tracedi01,1964,1,LAN,NL,106,304,31,75,13,4,1,26,3,3,31,61,4,0,6,1,2 +treshto01,1964,1,NYA,AL,153,533,75,131,25,5,16,73,13,0,73,110,3,7,3,4,12 +triangu01,1964,1,PHI,NL,73,188,17,47,9,0,8,33,0,0,26,41,5,1,2,3,7 +tsitojo01,1964,1,CIN,NL,37,58,7,11,2,0,0,3,0,0,2,17,0,0,2,0,2 +ueckebo01,1964,1,SLN,NL,40,106,8,21,1,0,1,6,0,1,17,24,0,1,0,0,1 +umbacar01,1964,1,ML1,NL,1,3,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0 +valenfr01,1964,1,WS2,AL,102,212,20,48,5,0,4,20,4,2,21,44,0,3,3,1,6 +vealebo01,1964,1,PIT,NL,41,96,4,15,0,0,0,2,0,0,2,52,0,0,6,0,0 +versazo01,1964,1,MIN,AL,160,659,94,171,33,10,20,64,14,4,42,88,1,8,7,2,5 +vineyda01,1964,1,BAL,AL,19,12,1,2,0,0,0,0,0,0,1,2,0,0,2,0,0 +virdobi01,1964,1,PIT,NL,145,473,59,115,11,3,3,27,1,5,30,48,1,0,5,3,12 +wagnele01,1964,1,CLE,AL,163,641,94,162,19,2,31,100,14,2,56,121,12,6,2,5,13 +wakefbi01,1964,1,NYN,NL,62,24,0,4,0,0,0,0,0,0,0,8,0,0,3,0,0 +walkeje01,1964,1,CLE,AL,6,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wallsle01,1964,1,LAN,NL,37,28,1,5,1,0,0,3,0,0,2,12,0,0,0,0,1 +wardja01,1964,1,MIN,AL,12,31,4,7,2,0,0,2,0,0,6,13,1,0,0,0,0 +wardpe01,1964,1,CHA,AL,144,539,61,152,28,3,23,94,1,1,56,76,11,2,3,7,7 +warneja02,1964,1,CHN,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +warwica01,1964,1,SLN,NL,88,158,14,41,7,1,3,15,2,0,11,30,1,0,2,1,2 +washbra01,1964,1,SLN,NL,15,15,2,2,1,0,0,1,0,0,0,7,0,0,3,0,0 +weekljo01,1964,1,HOU,NL,6,15,0,2,0,0,0,3,0,0,1,3,0,0,0,2,1 +weisal01,1964,1,CHA,AL,133,328,36,81,4,4,2,23,22,7,22,41,0,3,15,2,5 +werhajo01,1964,1,LAN,NL,29,83,6,16,2,1,0,8,0,0,13,12,0,0,0,2,3 +wertdo01,1964,1,DET,AL,148,525,63,135,18,5,9,55,3,4,50,74,5,6,6,7,11 +whitbbi01,1964,1,MIN,AL,4,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +whitebi03,1964,1,SLN,NL,160,631,92,191,37,4,21,102,7,6,52,103,7,1,5,4,6 +whitemi02,1964,1,HOU,NL,89,280,30,76,11,3,0,27,1,1,20,47,0,0,2,1,9 +whitffr01,1964,1,CLE,AL,101,293,29,79,13,1,10,29,0,5,12,58,3,2,2,2,5 +wickeda01,1964,1,DET,AL,40,82,1,6,1,0,0,1,0,1,2,27,0,0,12,1,3 +wilheho01,1964,1,CHA,AL,73,21,2,3,0,0,0,3,0,0,1,7,0,0,2,0,0 +willeca01,1964,1,NYN,NL,14,4,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +willhni01,1964,1,LAN,NL,10,11,0,0,0,0,0,0,0,0,2,7,0,0,1,0,0 +willibi01,1964,1,CHN,NL,162,645,100,201,39,2,33,98,10,7,59,84,8,2,0,3,11 +willidi02,1964,1,BOS,AL,61,69,10,11,2,0,5,11,0,0,7,10,0,1,0,0,4 +willige01,1964,1,KC1,AL,37,91,10,19,6,0,0,2,0,0,6,12,2,1,2,0,2 +willist02,1964,1,NYA,AL,22,21,1,3,1,0,0,0,0,0,0,10,0,0,1,0,0 +williwa02,1964,1,HOU,NL,10,9,1,0,0,0,0,0,1,0,0,2,0,0,1,0,0 +willsma01,1964,1,LAN,NL,158,630,81,173,15,5,2,34,53,17,41,73,0,0,11,3,6 +wilsoea01,1964,1,BOS,AL,54,73,19,15,4,0,5,13,0,0,9,22,0,0,1,0,1 +winebo01,1964,1,PHI,NL,126,283,28,60,8,3,4,34,1,0,25,37,6,0,9,2,8 +wiseri01,1964,1,PHI,NL,25,17,2,5,0,0,0,1,0,0,1,7,0,1,2,1,0 +wissmda01,1964,1,PIT,NL,16,27,2,4,0,0,0,0,0,0,1,9,0,0,0,0,0 +wojcijo01,1964,1,KC1,AL,6,22,1,3,0,0,0,0,0,0,2,8,0,0,0,0,0 +woodeha01,1964,1,HOU,NL,61,10,0,0,0,0,0,0,0,0,2,5,0,0,1,0,1 +woodja01,1964,1,DET,AL,64,125,11,29,2,2,1,7,0,0,4,24,0,0,0,1,0 +woodwi01,1964,1,BOS,AL,4,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +woodwi01,1964,2,PIT,NL,3,5,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +woodwwo01,1964,1,ML1,NL,77,115,18,24,2,1,0,11,0,1,6,28,1,2,1,0,1 +worthal01,1964,1,CIN,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +worthal01,1964,2,MIN,AL,41,16,2,1,0,0,0,0,0,0,0,2,0,0,4,0,0 +wyattjo02,1964,1,KC1,AL,81,14,0,0,0,0,0,0,0,0,1,12,0,0,4,0,0 +wynnji01,1964,1,HOU,NL,67,219,19,49,7,0,5,18,5,5,24,58,2,1,2,2,4 +yastrca01,1964,1,BOS,AL,151,567,77,164,29,9,15,67,6,5,75,90,6,2,1,1,30 +yellela01,1964,1,HOU,NL,13,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +zachach02,1964,1,HOU,NL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +zimmedo01,1964,1,WS2,AL,121,341,38,84,16,2,12,38,1,3,27,94,0,0,2,0,8 +zimmeje01,1964,1,MIN,AL,63,120,6,24,3,0,0,12,0,0,10,15,0,3,5,0,6 +aaronha01,1965,1,ML1,NL,150,570,109,181,40,1,32,89,24,4,60,81,10,1,0,8,15 +aaronto01,1965,1,ML1,NL,8,16,1,3,0,0,0,1,0,0,1,2,0,0,0,0,1 +abernte02,1965,1,CHN,NL,84,18,1,3,0,0,0,2,0,0,0,7,0,1,3,0,0 +adairje01,1965,1,BAL,AL,157,582,51,151,26,3,7,66,6,4,35,65,7,2,4,2,26 +adcocjo01,1965,1,CAL,AL,122,349,30,84,14,0,14,47,2,2,37,74,3,1,0,0,10 +adlesda01,1965,1,HOU,NL,15,34,2,5,1,0,0,3,0,0,2,12,0,1,0,0,1 +ageeto01,1965,1,CHA,AL,10,19,2,3,1,0,0,3,0,1,2,6,1,0,0,0,1 +aguirha01,1965,1,DET,AL,32,70,4,6,1,0,0,4,0,0,4,43,0,0,4,0,1 +akerja01,1965,1,KC1,AL,34,8,0,0,0,0,0,0,0,0,0,7,0,0,1,0,0 +allenbe01,1965,1,MIN,AL,19,39,2,9,2,0,0,6,0,0,6,8,2,0,0,1,0 +allendi01,1965,1,PHI,NL,161,619,93,187,31,14,20,85,15,2,74,150,6,2,6,6,13 +alleyge01,1965,1,PIT,NL,153,500,47,126,21,6,5,47,7,2,32,82,9,4,3,1,11 +allisbo01,1965,1,MIN,AL,135,438,71,102,14,5,23,78,10,2,73,114,4,2,1,5,5 +alomasa01,1965,1,ML1,NL,67,108,16,26,1,1,0,8,12,5,4,12,1,0,4,0,5 +aloufe01,1965,1,ML1,NL,143,555,80,165,29,2,23,78,8,4,31,63,4,5,4,4,6 +alouje01,1965,1,SFN,NL,143,543,76,162,19,4,9,52,8,5,13,40,0,3,6,2,21 +alouma01,1965,1,SFN,NL,117,324,37,75,12,2,2,18,10,2,17,28,2,2,8,0,15 +altmage01,1965,1,CHN,NL,90,196,24,46,7,1,4,23,3,2,19,36,2,0,1,0,1 +alvisma01,1965,1,CLE,AL,159,604,88,149,24,2,21,61,12,8,47,121,4,9,5,5,9 +alyeabr01,1965,1,WS2,AL,8,13,3,3,0,0,2,6,0,0,1,4,0,0,0,0,1 +amalfjo01,1965,1,CHN,NL,67,96,13,26,4,0,0,8,2,2,12,14,0,2,0,0,1 +amaroru01,1965,1,PHI,NL,118,184,26,39,7,0,0,15,1,1,27,22,3,1,3,3,6 +aparilu01,1965,1,BAL,AL,144,564,67,127,20,10,8,40,26,7,46,56,0,3,14,2,11 +arlicdo01,1965,1,HOU,NL,1,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +arrigge01,1965,1,CIN,NL,28,12,1,2,0,0,1,4,0,0,0,3,0,0,0,0,1 +asprobo01,1965,1,HOU,NL,152,578,53,152,15,2,5,52,2,2,38,54,5,3,5,4,14 +austde01,1965,1,SLN,NL,6,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +azcuejo01,1965,1,CLE,AL,111,335,16,77,7,0,2,35,2,1,27,54,8,3,2,4,15 +bailebo01,1965,1,PIT,NL,159,626,87,160,28,3,11,49,10,14,70,93,1,0,4,2,16 +baileed01,1965,1,SFN,NL,24,28,1,3,0,0,0,3,0,0,6,7,1,0,1,2,3 +baileed01,1965,2,CHN,NL,66,150,13,38,6,0,5,23,0,1,34,28,6,0,0,3,8 +baldsja01,1965,1,PHI,NL,65,7,0,0,0,0,0,0,0,0,0,5,0,0,2,0,0 +bankser01,1965,1,CHN,NL,163,612,79,162,25,3,28,106,3,5,55,64,19,6,0,7,16 +banksge01,1965,1,CLE,AL,4,5,0,1,1,0,0,0,0,1,1,3,0,0,0,0,0 +barbest01,1965,1,BAL,AL,37,65,2,5,1,0,1,2,0,0,4,43,0,0,6,1,0 +barkera01,1965,1,CLE,AL,11,6,0,0,0,0,0,0,0,0,2,2,1,0,0,0,0 +barkera01,1965,2,NYA,AL,98,205,21,52,11,0,7,31,1,0,20,46,5,3,1,2,4 +barnoed01,1965,1,BAL,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bartobo01,1965,1,SFN,NL,4,7,1,4,0,0,0,1,0,0,0,0,0,0,0,0,0 +batemjo01,1965,1,HOU,NL,45,142,15,28,3,1,7,14,0,1,12,37,3,0,1,2,9 +batteea01,1965,1,MIN,AL,131,394,36,117,22,2,6,60,0,0,50,23,7,2,5,5,7 +baumafr01,1965,1,CHN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bearnla01,1965,1,NYN,NL,40,9,1,1,1,0,0,0,0,0,1,4,0,0,0,0,0 +beaucji01,1965,1,HOU,NL,24,53,5,10,1,0,0,4,0,2,5,11,0,0,0,0,1 +beaucji01,1965,2,ML1,NL,4,3,0,0,0,0,0,0,0,1,1,1,0,0,0,0,0 +beckegl01,1965,1,CHN,NL,154,614,73,147,21,3,3,30,6,8,28,52,0,3,6,2,14 +beckri01,1965,1,NYA,AL,3,7,0,0,0,0,0,0,0,0,1,4,0,0,0,0,0 +belanma01,1965,1,BAL,AL,11,3,1,1,0,0,0,0,0,1,0,0,0,0,0,0,0 +belinbo01,1965,1,PHI,NL,31,32,3,6,0,0,0,1,0,1,1,9,0,0,1,0,1 +bellga01,1965,1,CLE,AL,60,16,1,1,0,0,1,1,0,0,0,7,0,0,1,0,0 +bennede01,1965,1,BOS,AL,34,39,5,7,1,0,0,4,0,0,5,23,0,1,2,0,0 +berrayo01,1965,1,NYN,NL,4,9,1,2,0,0,0,0,0,0,0,3,0,0,0,0,0 +berryke01,1965,1,CHA,AL,157,472,51,103,17,4,12,42,4,2,28,96,5,5,10,3,6 +bertafr01,1965,1,BAL,AL,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bertedi01,1965,1,CHN,NL,34,84,6,18,2,0,0,7,0,0,11,10,2,0,2,1,1 +bertedi01,1965,2,SFN,NL,22,48,1,9,1,0,0,3,0,0,7,5,3,0,1,0,1 +bethkji01,1965,1,NYN,NL,25,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +blairpa01,1965,1,BAL,AL,119,364,49,85,19,2,5,25,8,5,32,52,3,4,8,1,6 +blancgi01,1965,1,NYA,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +blancjo01,1965,1,NYA,AL,12,34,1,5,1,0,1,3,0,0,7,3,2,0,0,1,1 +blancjo01,1965,2,KC1,AL,52,120,10,24,2,0,2,11,0,0,8,16,1,1,0,3,3 +blancjo01,1965,3,ML1,NL,10,10,1,1,0,0,1,2,0,0,2,1,0,0,0,0,0 +blasido01,1965,1,WS2,AL,129,403,47,90,8,8,1,18,5,4,35,45,1,2,7,3,2 +blasiwa01,1965,1,ML1,NL,38,81,5,15,5,0,1,3,0,0,1,25,0,1,3,0,1 +blefacu01,1965,1,BAL,AL,144,462,72,120,23,4,22,70,4,2,88,73,4,3,7,1,10 +boccajo01,1965,1,CHN,NL,6,12,2,4,0,0,2,4,0,0,1,2,0,0,0,0,0 +bolinbo01,1965,1,SFN,NL,45,54,5,9,0,0,1,7,1,0,1,16,0,1,1,0,1 +bollifr01,1965,1,ML1,NL,148,535,55,141,26,3,7,50,0,4,24,41,6,0,17,1,11 +bollogr01,1965,1,CHA,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bondwa01,1965,1,HOU,NL,117,407,46,107,17,2,7,47,2,1,42,51,8,5,1,3,6 +borosst01,1965,1,CIN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bosweda01,1965,1,MIN,AL,36,38,7,12,0,1,0,1,0,0,1,6,0,0,0,0,1 +boutoji01,1965,1,NYA,AL,31,43,1,4,0,0,0,2,0,0,5,24,0,1,2,0,0 +bowensa01,1965,1,BAL,AL,84,203,16,33,4,1,7,20,7,1,10,41,0,0,6,3,10 +boyercl02,1965,1,NYA,AL,148,514,69,129,23,6,18,58,4,1,39,79,10,2,2,4,16 +boyerke01,1965,1,SLN,NL,144,535,71,139,18,2,13,75,2,7,57,73,3,1,4,7,16 +brandja01,1965,1,BAL,AL,96,243,35,59,17,0,8,24,1,2,21,40,0,0,4,0,4 +brandro01,1965,1,HOU,NL,117,391,27,92,6,3,2,37,10,5,19,34,2,6,3,1,17 +brennji02,1965,1,NYA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bressed01,1965,1,BOS,AL,107,296,29,67,11,1,8,25,0,1,29,77,4,1,0,1,3 +breweji01,1965,1,LAN,NL,20,10,0,0,0,0,0,0,0,0,0,2,0,1,0,0,0 +bridgma01,1965,1,WS2,AL,40,7,1,1,0,1,0,2,0,0,0,3,0,0,1,0,0 +briggjo02,1965,1,PHI,NL,93,229,47,54,9,4,4,23,3,2,42,44,1,0,2,4,0 +brighha01,1965,1,CHN,NL,27,25,1,7,1,0,0,4,0,0,0,8,0,0,0,1,0 +brilene01,1965,1,SLN,NL,37,15,0,2,0,0,0,2,0,0,1,8,0,0,0,0,0 +brinked01,1965,1,WS2,AL,154,444,35,82,13,2,5,35,1,2,38,82,7,2,5,2,11 +brocklo01,1965,1,SLN,NL,155,631,107,182,35,8,16,69,63,27,45,116,6,10,11,0,2 +brogler01,1965,1,CHN,NL,26,4,0,0,0,0,0,0,0,0,1,2,0,0,1,0,0 +brownby01,1965,1,CHN,NL,4,6,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +browndi01,1965,1,BAL,AL,96,255,17,59,9,1,5,30,2,2,17,53,8,1,3,4,8 +brownga01,1965,1,DET,AL,96,227,33,58,14,2,10,43,6,0,17,33,1,0,3,2,3 +brownla01,1965,1,CLE,AL,124,438,52,111,22,2,8,40,5,7,38,62,0,2,10,2,6 +brownol02,1965,1,SFN,NL,6,10,0,2,1,0,0,0,0,0,0,2,0,0,0,0,0 +brucebo01,1965,1,HOU,NL,35,74,3,9,2,0,0,6,0,0,1,26,0,0,4,1,0 +brumlmi01,1965,1,WS2,AL,79,216,15,45,4,0,3,15,1,1,20,33,6,2,2,1,5 +brunege01,1965,1,CAL,AL,41,56,3,3,2,0,0,1,0,1,4,34,0,0,6,0,1 +bryanbi01,1965,1,KC1,AL,108,325,36,82,11,5,14,51,0,0,29,87,5,2,0,3,2 +bucheje01,1965,1,SLN,NL,55,166,17,41,8,3,3,21,1,0,13,46,2,0,1,1,4 +bufordo01,1965,1,CHA,AL,155,586,93,166,22,5,10,47,17,7,67,76,4,4,6,5,6 +buhlbo01,1965,1,CHN,NL,32,67,3,4,0,0,0,2,0,1,3,36,0,0,2,0,0 +bunkewa01,1965,1,BAL,AL,34,55,4,4,0,0,0,5,0,0,7,27,0,0,3,0,0 +bunniji01,1965,1,PHI,NL,39,103,6,22,1,0,1,4,0,0,1,25,0,0,4,0,0 +burdabo01,1965,1,SFN,NL,31,27,0,3,0,0,0,5,0,0,5,6,0,0,0,2,2 +burdele01,1965,1,CHN,NL,8,6,0,2,1,0,0,0,1,0,0,1,0,0,0,0,0 +burdele01,1965,2,PHI,NL,19,20,3,6,0,0,0,0,0,0,0,7,0,0,2,0,0 +burgesm01,1965,1,CHA,AL,80,77,2,22,4,0,2,24,0,0,11,7,4,0,0,1,2 +burkele02,1965,1,CHN,NL,12,10,0,2,0,0,0,0,0,0,0,4,0,0,0,0,1 +burtoel01,1965,1,CHN,NL,17,40,6,7,1,0,0,4,1,0,1,10,0,0,1,2,0 +buschdo01,1965,1,KC1,AL,13,4,0,2,0,0,0,0,0,0,0,2,0,0,0,0,0 +butteto01,1965,1,PIT,NL,5,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +buzhajo01,1965,1,CHA,AL,34,56,2,7,0,0,0,3,0,0,5,23,0,0,9,0,0 +callijo01,1965,1,PHI,NL,160,619,93,162,25,16,32,101,6,5,57,117,2,6,4,5,5 +camildo02,1965,1,WS2,AL,75,193,13,37,6,1,3,18,0,0,16,34,2,1,0,0,3 +campabe01,1965,1,KC1,AL,144,578,67,156,23,12,6,42,51,19,41,71,0,9,3,3,5 +campbro01,1965,1,CHN,NL,2,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cannich01,1965,1,NYN,NL,114,251,17,46,8,2,0,7,0,2,28,60,4,2,3,0,5 +cardejo02,1965,1,CAL,AL,134,512,58,128,23,2,11,57,37,17,27,72,1,2,3,6,5 +cardele01,1965,1,CIN,NL,156,557,65,160,25,11,11,57,1,4,60,100,25,1,4,4,17 +cardwdo01,1965,1,PIT,NL,37,74,6,12,1,0,2,10,1,1,4,35,0,1,10,1,2 +carltst01,1965,1,SLN,NL,15,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +carmedu01,1965,1,NYA,AL,6,8,0,0,0,0,0,0,0,0,0,5,0,0,0,0,0 +carpifr01,1965,1,PIT,NL,39,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +carreca01,1965,1,CLE,AL,19,52,6,12,2,1,1,7,1,1,9,6,3,0,1,0,2 +carrocl02,1965,1,ML1,NL,19,5,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +cartyri01,1965,1,ML1,NL,83,271,37,84,18,1,10,35,1,4,17,44,0,3,0,2,8 +casanpa01,1965,1,WS2,AL,5,13,2,4,1,0,0,1,0,0,1,3,0,0,0,0,4 +cashno01,1965,1,DET,AL,142,467,79,124,23,1,30,82,6,6,77,62,5,4,1,4,9 +caterda01,1965,1,CHA,AL,142,514,74,139,18,4,14,55,3,3,33,65,0,3,2,3,18 +causewa01,1965,1,KC1,AL,144,513,48,134,17,8,3,34,1,3,61,48,4,2,9,2,7 +cepedor01,1965,1,SFN,NL,33,34,1,6,1,0,1,5,0,0,3,9,1,0,0,3,1 +chancbo01,1965,1,WS2,AL,72,199,20,51,9,0,4,14,0,1,18,44,2,0,0,1,0 +chancde01,1965,1,CAL,AL,36,75,3,7,1,0,0,5,0,0,5,56,0,0,5,0,0 +charled01,1965,1,KC1,AL,134,480,55,129,19,7,8,56,13,4,44,72,0,4,2,5,10 +chrisjo01,1965,1,NYN,NL,148,437,38,109,18,3,5,40,4,4,35,82,3,6,4,4,10 +ciminpe01,1965,1,MIN,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cimolgi01,1965,1,CAL,AL,4,5,1,0,0,0,0,1,0,0,0,2,0,0,0,1,0 +ciscoga01,1965,1,NYN,NL,35,27,5,7,0,0,0,4,0,0,2,9,0,0,4,0,0 +clarkho01,1965,1,NYA,AL,51,108,13,28,1,0,1,9,2,1,6,6,0,0,1,1,2 +clemedo01,1965,1,CHN,NL,128,340,36,75,11,0,4,26,5,8,38,53,4,2,3,3,7 +clemero01,1965,1,PIT,NL,152,589,91,194,21,14,10,65,8,0,43,78,14,5,2,3,17 +clenddo01,1965,1,PIT,NL,162,612,89,184,32,14,14,96,9,9,48,128,7,5,1,10,10 +clinety01,1965,1,ML1,NL,123,220,27,42,5,3,0,10,2,2,16,50,2,0,4,0,1 +clintlo01,1965,1,CAL,AL,89,222,29,54,12,3,1,8,2,3,23,37,1,1,2,1,6 +clintlo01,1965,2,KC1,AL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clintlo01,1965,3,CLE,AL,12,34,2,6,1,0,1,2,0,0,3,7,0,0,0,0,0 +clonito01,1965,1,ML1,NL,41,105,12,17,3,2,1,8,0,0,0,25,0,0,7,2,1 +coateji01,1965,1,CAL,AL,17,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cokerji01,1965,1,CIN,NL,24,61,3,15,2,0,2,9,0,0,8,16,1,0,0,1,1 +colavro01,1965,1,CLE,AL,162,592,92,170,25,2,26,108,1,1,93,63,11,3,0,7,14 +colemgo01,1965,1,CIN,NL,108,325,39,98,19,0,14,57,0,0,24,38,4,1,0,3,6 +colemjo05,1965,1,WS2,AL,2,6,0,0,0,0,0,0,0,0,0,5,0,0,1,0,0 +collike01,1965,1,NYN,NL,11,23,3,4,1,0,0,0,0,1,1,9,0,0,0,0,0 +conigto01,1965,1,BOS,AL,138,521,82,140,21,5,32,82,4,2,51,116,6,5,6,3,9 +coombda01,1965,1,HOU,NL,26,9,0,1,0,0,0,0,0,0,1,6,0,0,0,0,1 +corrapa01,1965,1,PHI,NL,63,174,16,39,8,1,2,15,0,0,25,42,5,1,0,1,4 +cottich01,1965,1,WS2,AL,7,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +covinwe01,1965,1,PHI,NL,101,235,27,58,10,1,15,45,0,0,26,47,8,1,0,2,5 +cowanbi01,1965,1,NYN,NL,82,156,16,28,8,2,3,9,3,2,4,45,1,1,1,0,2 +cowanbi01,1965,2,ML1,NL,19,27,4,5,1,0,0,0,0,0,0,9,0,0,0,0,0 +craigpe01,1965,1,WS2,AL,3,3,1,2,0,0,0,0,0,0,1,0,0,0,0,0,0 +craigro01,1965,1,CIN,NL,40,11,1,2,0,0,0,1,0,0,0,3,0,0,2,0,0 +crandde01,1965,1,PIT,NL,60,140,11,30,2,0,2,10,1,0,14,10,7,1,1,1,3 +crawfwi01,1965,1,LAN,NL,52,27,10,4,0,0,0,0,2,0,2,8,0,0,0,0,0 +cuellmi01,1965,1,HOU,NL,25,12,0,0,0,0,0,0,0,0,1,8,0,0,1,0,0 +culleja01,1965,1,NYA,AL,12,20,0,3,0,0,0,1,0,0,0,9,0,0,0,0,0 +culpra01,1965,1,PHI,NL,33,68,7,6,1,0,0,3,0,0,4,28,0,0,8,0,1 +cunnijo01,1965,1,WS2,AL,95,201,29,46,9,1,3,20,0,1,46,27,0,1,1,0,7 +dalrycl01,1965,1,PHI,NL,103,301,14,64,5,5,4,23,0,1,34,37,7,0,6,1,7 +daniebe02,1965,1,WS2,AL,33,30,2,4,0,0,0,1,0,0,4,13,0,0,3,0,0 +davalvi01,1965,1,CLE,AL,142,505,67,152,19,1,5,40,26,7,35,50,9,0,6,4,4 +davenji01,1965,1,SFN,NL,106,271,29,68,14,3,4,31,0,0,21,47,2,1,6,3,8 +davidte01,1965,1,CIN,NL,24,17,0,0,0,0,0,0,0,0,0,11,0,0,2,0,0 +davisbi01,1965,1,CLE,AL,10,10,0,3,1,0,0,0,0,0,0,1,0,0,0,0,0 +davisto02,1965,1,LAN,NL,17,60,3,15,1,1,0,9,2,1,2,4,1,0,1,1,5 +daviswi02,1965,1,LAN,NL,142,558,52,133,24,3,10,57,25,9,14,81,3,7,9,7,7 +deesch01,1965,1,CAL,AL,12,32,1,5,0,0,0,1,1,2,1,8,1,0,0,0,0 +delahmi01,1965,1,ML1,NL,81,176,15,45,3,2,2,11,0,1,8,21,1,2,0,2,6 +delgrbo01,1965,1,PHI,NL,8,4,1,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +demetdo01,1965,1,DET,AL,122,389,50,108,16,4,16,58,4,2,23,65,3,6,3,3,11 +dennido01,1965,1,SLN,NL,41,5,0,2,0,0,0,0,0,0,0,1,0,0,0,0,0 +dicksji01,1965,1,KC1,AL,68,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dierkla01,1965,1,HOU,NL,26,50,3,5,0,0,1,2,0,0,1,15,0,0,4,0,1 +dillado01,1965,1,ML1,NL,20,19,1,3,0,0,1,3,0,0,0,6,0,0,0,0,2 +donovdi01,1965,1,CLE,AL,12,6,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +downial01,1965,1,NYA,AL,36,74,4,8,2,0,1,7,0,0,3,30,0,0,6,0,0 +drabomo01,1965,1,KC1,AL,14,11,0,1,0,0,0,0,0,0,0,5,0,0,0,0,0 +drysddo01,1965,1,LAN,NL,58,130,18,39,4,1,7,19,0,0,5,34,0,1,2,0,6 +duckwji01,1965,1,WS2,AL,17,18,0,0,0,0,0,1,0,0,0,10,0,0,1,0,0 +duffaji01,1965,1,SFN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +duffaji01,1965,2,CIN,NL,22,8,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +dulibbo01,1965,1,BOS,AL,39,7,1,0,0,0,0,0,0,0,1,4,0,0,0,0,0 +durenry01,1965,1,PHI,NL,6,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +durenry01,1965,2,WS2,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +earlear01,1965,1,BOS,AL,57,6,0,0,0,0,0,0,0,0,1,5,0,0,0,0,0 +edwardo01,1965,1,KC1,AL,6,20,1,3,0,0,0,0,0,0,1,2,0,0,0,0,2 +edwardo01,1965,2,NYA,AL,45,100,3,19,3,0,1,9,1,2,13,14,6,1,0,0,6 +edwarjo01,1965,1,CIN,NL,114,371,47,99,22,2,17,51,0,0,50,45,16,1,2,3,5 +eganto01,1965,1,CAL,AL,18,38,3,10,0,1,0,1,0,0,3,12,0,0,0,0,1 +eilerda01,1965,1,ML1,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +eilerda01,1965,2,NYN,NL,11,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +ellissa01,1965,1,CIN,NL,44,96,5,12,2,0,0,4,0,0,5,44,0,0,7,0,2 +ellswdi01,1965,1,CHN,NL,36,73,1,7,0,1,0,2,0,0,4,30,0,0,6,0,1 +esteldi01,1965,1,SFN,NL,6,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +etchean01,1965,1,BAL,AL,5,6,1,1,0,0,1,4,0,0,0,2,0,0,0,0,0 +facero01,1965,1,PIT,NL,16,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fairlro01,1965,1,LAN,NL,158,555,73,152,28,1,9,70,2,0,76,72,11,3,14,6,7 +farretu01,1965,1,HOU,NL,33,74,2,10,1,0,0,4,0,0,1,27,0,0,2,0,3 +faulbi01,1965,1,CHN,NL,17,30,2,3,1,0,0,2,0,0,1,14,0,0,0,1,1 +ferraal01,1965,1,LAN,NL,41,81,5,17,2,1,1,10,0,0,9,20,0,1,0,0,1 +fischha01,1965,1,ML1,NL,32,37,3,4,0,0,0,1,0,0,1,16,0,0,2,0,0 +fisheed02,1965,1,CHA,AL,82,29,3,4,1,0,0,1,0,0,1,12,0,0,1,0,0 +fisheja01,1965,1,NYN,NL,43,78,2,12,2,0,0,2,0,1,2,22,0,1,4,0,3 +floodcu01,1965,1,SLN,NL,156,617,90,191,30,3,11,83,9,3,51,50,4,6,6,3,10 +fordwh01,1965,1,NYA,AL,38,82,4,15,1,0,0,4,0,0,5,26,0,0,6,0,0 +fosnoje01,1965,1,MIN,AL,29,5,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +foxne01,1965,1,HOU,NL,21,41,3,11,2,0,0,1,0,0,0,2,0,1,0,0,1 +foxte01,1965,1,DET,AL,42,15,1,0,0,0,0,2,0,0,1,9,0,0,4,0,0 +francea01,1965,1,SLN,NL,2,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +francti01,1965,1,SLN,NL,81,174,15,45,6,2,5,19,0,0,17,30,0,0,1,1,4 +freehbi01,1965,1,DET,AL,130,431,45,101,15,0,10,43,4,2,39,63,5,7,5,3,10 +freesge02,1965,1,PIT,NL,43,80,6,21,4,0,0,8,0,2,6,18,1,2,0,1,5 +freesge02,1965,2,CHA,AL,17,32,2,9,0,1,1,4,0,0,5,9,0,0,0,1,0 +fregoji01,1965,1,CAL,AL,161,602,66,167,19,7,15,64,13,5,54,107,4,4,15,8,10 +frencji01,1965,1,WS2,AL,13,37,4,11,0,0,1,7,1,0,9,5,1,0,0,0,1 +frienbo01,1965,1,PIT,NL,34,71,2,3,0,0,0,1,0,0,1,26,0,0,6,0,1 +fuentti01,1965,1,SFN,NL,26,72,12,15,1,0,0,1,0,1,5,14,1,1,0,0,2 +gabrile02,1965,1,CHN,NL,28,48,4,12,0,0,3,5,0,2,7,16,2,0,0,0,0 +gabrile02,1965,2,SFN,NL,88,269,36,81,6,5,4,26,4,0,26,48,5,2,2,2,3 +gagliph01,1965,1,SLN,NL,122,363,46,87,14,2,8,53,2,1,40,45,0,1,1,6,11 +gaglira01,1965,1,CLE,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gainejo01,1965,1,HOU,NL,100,229,21,52,8,1,6,31,4,1,18,59,0,3,4,2,4 +gardnro01,1965,1,NYN,NL,5,7,0,0,0,0,0,0,0,0,0,4,0,0,1,0,0 +gatewau01,1965,1,CAL,AL,46,14,1,3,1,0,0,0,0,1,2,5,0,0,0,0,0 +geigega01,1965,1,BOS,AL,24,45,5,9,3,0,1,2,3,0,13,10,1,0,0,0,0 +gentiji01,1965,1,KC1,AL,38,118,14,29,5,0,10,22,0,0,9,26,1,1,0,0,3 +gentiji01,1965,2,HOU,NL,81,227,22,55,11,1,7,31,0,0,34,72,7,5,2,1,5 +gibbojo01,1965,1,PIT,NL,31,26,0,3,0,0,0,0,0,0,2,13,0,0,2,0,1 +gibbsja01,1965,1,NYA,AL,37,68,6,15,1,0,2,7,0,0,4,20,0,1,1,2,0 +gibsobo01,1965,1,SLN,NL,42,104,14,25,2,0,5,19,2,0,3,26,0,1,8,3,0 +gilliji01,1965,1,LAN,NL,111,372,54,104,19,4,4,39,9,5,53,31,5,4,1,2,1 +giustda01,1965,1,HOU,NL,38,35,2,6,1,0,1,7,0,0,2,8,0,0,3,0,0 +gladdfr01,1965,1,DET,AL,46,7,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +gondeje01,1965,1,NYN,NL,53,105,6,25,4,0,4,9,0,0,11,20,4,0,0,1,6 +gondeje01,1965,2,ML1,NL,31,53,2,8,2,0,1,5,0,0,4,9,0,0,0,0,2 +gonzape01,1965,1,NYA,AL,7,5,0,2,1,0,0,0,0,0,0,2,0,0,1,0,0 +gonzape01,1965,2,CLE,AL,116,400,38,101,14,3,5,39,7,4,18,57,7,3,8,3,7 +gonzato01,1965,1,PHI,NL,108,370,48,109,19,1,13,41,3,4,31,52,3,3,0,3,16 +goossgr01,1965,1,NYN,NL,11,31,2,9,0,0,1,2,0,0,1,5,0,0,0,0,0 +gosgeji01,1965,1,BOS,AL,81,324,45,83,15,4,9,35,3,1,29,61,1,2,1,3,7 +gotayju01,1965,1,CAL,AL,40,77,6,19,4,0,1,3,0,0,4,9,2,0,1,0,2 +grantmu01,1965,1,MIN,AL,50,97,13,15,3,2,0,8,0,0,7,27,0,0,5,0,1 +greenda02,1965,1,WS2,AL,6,4,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +greendi01,1965,1,KC1,AL,133,474,64,110,15,1,15,55,0,2,50,110,1,3,7,2,13 +greenle01,1965,1,BOS,AL,119,373,69,103,24,6,7,24,8,2,48,43,0,3,0,3,9 +griffde01,1965,1,LAN,NL,22,41,3,7,0,0,1,2,0,0,0,9,0,0,0,0,1 +groatdi01,1965,1,SLN,NL,153,587,55,149,26,5,0,52,1,1,56,50,2,1,4,7,11 +haddiha01,1965,1,BAL,AL,24,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +halldi01,1965,1,BAL,AL,49,15,1,5,2,0,0,4,0,0,1,4,0,1,2,0,0 +halleto01,1965,1,SFN,NL,134,422,40,106,4,3,16,49,0,0,47,67,15,8,6,3,8 +hallji02,1965,1,MIN,AL,148,522,81,149,25,4,20,86,14,7,51,79,6,1,0,6,6 +hamilja01,1965,1,DET,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hamilst01,1965,1,NYA,AL,46,6,0,1,0,0,0,0,0,0,1,2,0,0,0,0,0 +hamlike01,1965,1,WS2,AL,117,362,45,99,21,1,4,22,8,2,33,45,1,1,6,3,6 +handsbi01,1965,1,SFN,NL,4,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hannaji01,1965,1,WS2,AL,4,3,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +hansero02,1965,1,CHA,AL,162,587,61,138,23,4,11,66,1,1,60,73,8,2,5,8,21 +hargast01,1965,1,CLE,AL,17,19,1,1,0,0,0,0,0,0,0,6,0,0,2,0,0 +harpeto01,1965,1,CIN,NL,159,646,126,166,28,3,18,64,35,6,78,127,0,5,13,3,12 +harrebu01,1965,1,NYN,NL,19,37,3,4,1,1,0,0,0,0,2,11,0,0,0,0,0 +harreke01,1965,1,KC1,AL,150,483,61,115,17,3,23,66,9,7,66,112,3,1,3,3,18 +harrich02,1965,1,HOU,NL,15,45,2,9,4,0,1,9,0,0,8,9,0,0,0,0,0 +harrito01,1965,1,KC1,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hartech01,1965,1,CHN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hartji01,1965,1,SFN,NL,160,591,91,177,30,6,23,96,6,4,47,75,3,2,2,7,15 +heathbi01,1965,1,CHA,AL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hedlumi01,1965,1,CLE,AL,6,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +heffnbo01,1965,1,BOS,AL,27,6,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +heldwo01,1965,1,WS2,AL,122,332,46,82,16,2,16,54,0,0,49,74,1,3,2,4,9 +helmsto01,1965,1,CIN,NL,21,42,4,16,2,2,0,6,1,0,3,7,1,1,0,0,0 +hendeke01,1965,1,SFN,NL,63,73,10,14,1,1,0,7,1,1,9,19,4,0,0,1,3 +hendlbo01,1965,1,SFN,NL,8,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +hendlbo01,1965,2,CHN,NL,18,14,0,0,0,0,0,1,0,0,0,10,0,0,3,0,0 +henrybi01,1965,1,CIN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +henrybi01,1965,2,SFN,NL,35,5,0,1,0,0,0,1,0,0,0,4,0,0,0,0,0 +herbera01,1965,1,PHI,NL,25,41,3,11,1,0,0,3,0,0,1,13,0,0,4,0,1 +herbero01,1965,1,SFN,NL,47,49,2,1,0,0,0,2,0,0,1,31,0,0,2,0,0 +hernaja01,1965,1,CAL,AL,6,6,2,2,1,0,0,1,1,0,0,1,0,0,0,0,0 +herrnjo01,1965,1,PHI,NL,63,85,8,17,2,0,1,5,0,0,2,18,1,1,3,0,3 +hershmi01,1965,1,KC1,AL,150,494,43,114,15,5,5,48,7,3,37,42,5,5,2,3,19 +hiattja01,1965,1,SFN,NL,40,67,5,19,4,0,1,7,0,0,12,14,2,0,1,0,3 +hickmje01,1965,1,KC1,AL,14,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hickmji02,1965,1,NYN,NL,141,369,32,87,18,0,15,40,3,1,27,76,3,2,1,1,9 +hicksji01,1965,1,CHA,AL,13,19,2,5,1,0,1,2,0,0,0,9,0,0,0,0,1 +hillech01,1965,1,SFN,NL,7,7,1,1,0,0,1,1,0,0,0,1,0,0,0,0,1 +hillech01,1965,2,NYN,NL,100,286,24,68,11,1,5,21,1,1,14,24,2,1,1,1,6 +hillejo01,1965,1,DET,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hintoch01,1965,1,CLE,AL,133,431,59,110,17,6,18,54,17,3,53,65,2,1,5,3,8 +hoeftbi01,1965,1,CHN,NL,29,11,1,3,0,0,0,0,0,0,0,3,0,0,0,0,1 +hoffmjo01,1965,1,HOU,NL,2,6,1,2,0,0,0,1,0,0,0,3,0,0,0,0,0 +holtgve01,1965,1,DET,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +holtzke01,1965,1,CHN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +horlejo01,1965,1,CHA,AL,34,68,0,9,1,0,0,2,0,0,5,12,0,0,8,0,0 +hortoto01,1965,1,BOS,AL,60,163,23,48,8,1,7,23,0,2,18,36,1,0,0,2,2 +hortowi01,1965,1,DET,AL,143,512,69,140,20,2,29,104,5,9,48,101,9,6,2,4,12 +howarbr01,1965,1,CHA,AL,30,41,1,6,2,1,0,3,0,0,4,18,0,0,6,0,1 +howarel01,1965,1,NYA,AL,110,391,38,91,15,1,9,45,0,0,24,65,3,1,1,1,16 +howarfr01,1965,1,WS2,AL,149,516,53,149,22,6,21,84,0,0,55,112,2,2,0,2,9 +howsedi01,1965,1,CLE,AL,107,307,47,72,8,2,1,6,17,4,57,25,0,1,10,2,5 +humphbo01,1965,1,CHN,NL,41,3,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +hundlra01,1965,1,SFN,NL,6,15,0,1,0,0,0,0,0,0,0,4,0,0,1,0,1 +hunteca01,1965,1,KC1,AL,32,40,3,6,1,0,0,1,0,0,0,14,0,0,6,0,0 +huntro01,1965,1,NYN,NL,57,196,21,47,12,1,1,10,2,7,14,19,2,6,6,1,5 +jacksal01,1965,1,NYN,NL,56,60,5,7,1,0,0,2,0,0,2,23,0,0,8,0,1 +jacksgr01,1965,1,PHI,NL,6,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +jacksla01,1965,1,CHN,NL,49,86,6,11,0,2,1,5,0,0,5,29,0,0,4,0,2 +jacksso01,1965,1,HOU,NL,10,23,1,3,0,0,0,0,1,1,1,1,0,0,0,0,0 +jamesch01,1965,1,CIN,NL,26,39,2,8,0,0,0,2,0,0,1,9,0,0,1,0,3 +jastela01,1965,1,SLN,NL,4,10,1,2,0,0,0,2,0,0,1,5,0,0,1,0,0 +javieju01,1965,1,SLN,NL,77,229,34,52,6,4,2,23,5,5,8,44,2,3,4,2,6 +jayjo01,1965,1,CIN,NL,37,49,3,2,1,0,0,0,0,0,2,24,0,0,4,0,2 +jenkife01,1965,1,PHI,NL,7,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +johnsal01,1965,1,PHI,NL,97,262,27,77,9,3,8,28,4,4,15,60,3,2,1,0,5 +johnsbo02,1965,1,BAL,AL,87,273,36,66,13,2,5,27,1,0,15,34,2,1,3,2,8 +johnsda02,1965,1,BAL,AL,20,47,5,8,3,0,0,1,3,0,5,6,0,0,0,1,3 +johnsde01,1965,1,CIN,NL,159,616,92,177,30,7,32,130,0,4,52,97,9,2,0,10,13 +johnske02,1965,1,HOU,NL,8,18,0,2,1,0,0,0,0,0,0,7,0,0,0,0,0 +johnske02,1965,2,ML1,NL,29,61,3,7,1,0,0,5,0,0,0,27,0,0,3,0,0 +johnslo01,1965,1,LAN,NL,131,468,57,121,24,1,12,58,15,6,24,81,8,16,7,3,7 +johnto01,1965,1,CHA,AL,39,59,4,10,1,0,1,2,0,0,3,22,0,0,6,0,1 +jonescl01,1965,1,NYN,NL,30,74,2,11,1,0,1,9,1,0,2,23,0,0,0,0,0 +jonesda03,1965,1,BOS,AL,112,367,41,99,13,5,5,37,8,1,28,45,0,2,3,0,7 +jonesgo01,1965,1,HOU,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jonesma01,1965,1,ML1,NL,143,504,78,132,18,7,31,75,8,2,29,122,1,9,2,2,5 +josepdu01,1965,1,CHA,AL,4,9,2,1,0,0,0,0,0,0,2,4,0,0,0,0,0 +joycedi01,1965,1,KC1,AL,5,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +jurewmi01,1965,1,NYA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kaatji01,1965,1,MIN,AL,56,93,6,23,4,0,1,9,2,0,3,29,0,0,3,2,1 +kalinal01,1965,1,DET,AL,125,399,72,112,18,2,18,72,6,0,72,49,11,0,0,3,9 +kaskoed01,1965,1,HOU,NL,68,215,18,53,7,1,1,10,1,3,11,20,1,4,2,0,9 +kekicmi01,1965,1,LAN,NL,5,2,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +kelledi01,1965,1,ML1,NL,22,8,1,0,0,0,0,0,0,0,0,5,0,0,0,0,0 +kelleto01,1965,1,CLE,AL,4,9,1,2,0,0,0,1,0,0,1,6,0,0,1,0,0 +kennejo03,1965,1,LAN,NL,104,105,12,18,3,0,1,5,1,0,8,33,1,2,5,0,3 +kenwodi01,1965,1,CHA,AL,3,1,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0 +keougma01,1965,1,CIN,NL,62,43,14,5,0,0,0,3,0,0,3,14,0,1,1,0,1 +kernege01,1965,1,SLN,NL,10,31,6,9,3,1,0,3,0,0,2,4,0,0,0,0,0 +kessido01,1965,1,CHN,NL,106,309,19,62,4,3,0,14,1,2,20,44,1,2,3,2,5 +killeha01,1965,1,MIN,AL,113,401,78,108,16,1,25,75,0,0,72,69,12,4,0,2,10 +kindaje01,1965,1,MIN,AL,125,342,41,67,12,1,6,36,2,2,36,97,3,3,8,6,6 +kingji01,1965,1,WS2,AL,120,258,46,55,10,2,14,49,1,0,44,50,2,5,0,2,9 +kirklwi01,1965,1,WS2,AL,123,312,38,72,9,1,14,54,3,2,19,65,1,0,0,6,5 +kirkped01,1965,1,CAL,AL,19,73,8,19,5,0,3,8,1,2,3,9,0,0,2,0,3 +klausbo01,1965,1,NYN,NL,119,288,30,55,12,0,2,12,1,6,45,49,0,1,3,0,4 +klimclo01,1965,1,ML1,NL,34,39,3,3,0,0,0,3,0,0,2,8,0,0,0,1,1 +klinero01,1965,1,WS2,AL,74,7,0,0,0,0,0,0,0,0,0,3,0,0,3,0,0 +klippjo01,1965,1,MIN,AL,56,8,0,0,0,0,0,0,0,0,1,3,0,0,2,0,1 +knoopbo01,1965,1,CAL,AL,142,465,47,125,24,4,7,43,3,2,31,101,5,0,6,2,6 +knowlda01,1965,1,BAL,AL,5,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +kolbga01,1965,1,ML1,NL,24,27,3,7,0,0,0,1,0,0,1,6,0,0,0,0,2 +kolbga01,1965,2,NYN,NL,40,90,8,15,2,0,1,7,3,0,3,28,0,0,0,1,2 +kooncca01,1965,1,CHN,NL,38,49,2,5,1,0,0,1,0,0,5,21,0,1,3,0,0 +kopliho01,1965,1,WS2,AL,33,30,0,3,0,0,0,0,0,0,1,17,0,0,1,0,0 +koppejo01,1965,1,CAL,AL,23,33,3,7,1,0,1,2,1,0,3,10,1,0,0,0,1 +koscoan01,1965,1,MIN,AL,23,55,3,13,4,0,1,6,0,0,1,15,0,0,0,2,0 +kostrfr01,1965,1,MIN,AL,20,31,2,5,2,0,0,1,0,0,4,5,0,0,0,1,1 +koufasa01,1965,1,LAN,NL,43,113,4,20,2,0,0,7,0,0,10,44,0,0,3,1,2 +kralija01,1965,1,CLE,AL,30,21,0,3,0,0,0,2,0,0,0,8,0,0,3,1,0 +kraneed01,1965,1,NYN,NL,153,525,44,133,24,4,10,53,1,4,39,71,7,2,1,8,13 +krausle02,1965,1,KC1,AL,10,7,1,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +kreutfr01,1965,1,WS2,AL,33,22,1,1,0,0,1,2,0,0,1,14,0,0,0,0,0 +krollga01,1965,1,NYN,NL,32,26,3,3,1,0,0,0,0,0,0,9,0,0,3,0,0 +krugch01,1965,1,CHN,NL,60,169,16,34,5,0,5,24,0,1,13,52,2,1,0,3,8 +kubekto01,1965,1,NYA,AL,109,339,26,74,5,3,5,35,1,3,20,48,0,0,6,5,7 +kuennha01,1965,1,SFN,NL,23,59,4,14,0,0,0,6,3,1,10,3,0,1,2,1,1 +kuennha01,1965,2,CHN,NL,54,120,11,26,5,0,0,6,1,0,22,13,1,0,0,1,4 +lachere01,1965,1,KC1,AL,92,216,20,49,7,1,9,29,0,0,12,57,3,0,4,3,4 +lamabja01,1965,1,BOS,AL,14,4,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +lamabja01,1965,2,HOU,NL,3,4,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +landiji01,1965,1,KC1,AL,118,364,46,87,15,1,3,36,8,3,57,84,1,3,6,1,10 +landrdo01,1965,1,CHN,NL,131,425,60,96,20,4,6,34,14,8,36,84,3,10,4,2,2 +lanieha01,1965,1,SFN,NL,159,522,41,118,15,9,0,39,2,1,21,67,4,0,12,1,21 +larsedo01,1965,1,HOU,NL,1,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +larsedo01,1965,2,BAL,AL,27,11,0,3,1,0,0,1,0,0,0,4,0,0,0,0,0 +laryfr01,1965,1,NYN,NL,14,19,3,4,0,0,0,0,0,0,0,4,0,0,0,0,0 +laryfr01,1965,2,CHA,AL,14,2,0,1,0,0,0,2,0,0,0,0,0,0,1,0,0 +latmaba01,1965,1,CAL,AL,18,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +lauch01,1965,1,BAL,AL,68,132,15,39,5,2,2,18,0,0,17,18,5,0,1,2,5 +lawve01,1965,1,PIT,NL,34,82,9,20,0,0,1,6,0,0,0,19,0,0,4,0,3 +leebo01,1965,1,CAL,AL,69,21,1,3,0,0,1,3,0,0,0,7,0,1,4,0,0 +leedo01,1965,1,CAL,AL,10,3,0,1,1,0,0,0,0,0,0,1,0,0,0,0,0 +leedo01,1965,2,HOU,NL,7,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lefebji01,1965,1,LAN,NL,157,544,57,136,21,4,12,69,3,5,71,92,7,2,10,4,8 +lejohdo01,1965,1,LAN,NL,34,78,2,20,2,0,0,7,0,1,5,13,0,0,0,0,1 +lemasde01,1965,1,ML1,NL,32,45,3,4,1,0,0,2,0,0,2,19,0,0,2,0,1 +lewisjo01,1965,1,NYN,NL,148,477,64,117,15,3,15,45,4,7,59,117,4,3,4,1,8 +lillibo01,1965,1,HOU,NL,124,408,34,90,12,1,0,20,2,2,20,10,6,6,4,1,10 +lindbpa01,1965,1,KC1,AL,4,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +linzph01,1965,1,NYA,AL,99,285,37,59,12,1,2,16,2,1,30,33,1,0,7,2,4 +linzyfr01,1965,1,SFN,NL,57,18,3,4,0,0,1,1,0,0,0,4,0,0,0,0,0 +lockdo01,1965,1,WS2,AL,143,418,52,90,15,1,16,39,1,3,57,115,4,5,0,2,13 +lockebo01,1965,1,CIN,NL,11,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +lockebo02,1965,1,CHA,AL,51,14,0,0,0,0,0,0,0,0,0,13,0,0,0,0,0 +lockwsk01,1965,1,KC1,AL,42,33,4,4,0,0,0,0,0,0,7,11,0,1,0,0,0 +lolicmi01,1965,1,DET,AL,43,86,3,5,0,0,0,0,0,0,2,37,0,0,3,0,0 +lonboji01,1965,1,BOS,AL,32,59,4,8,3,0,0,4,0,0,5,22,0,0,5,0,1 +lopezar01,1965,1,NYA,AL,38,49,5,7,0,0,0,0,0,0,1,6,0,0,1,0,0 +lopezhe01,1965,1,NYA,AL,111,283,25,74,12,2,7,39,0,0,26,61,2,1,3,4,11 +lopezma01,1965,1,CAL,AL,52,69,10,14,2,0,1,2,1,0,2,23,0,0,7,1,1 +lumpeje01,1965,1,DET,AL,145,502,72,129,15,3,4,39,7,0,56,34,1,3,10,4,11 +luploal01,1965,1,CLE,AL,53,45,3,6,2,0,1,4,0,1,3,14,0,0,0,0,1 +lynchje01,1965,1,PIT,NL,73,121,7,34,1,0,5,16,0,2,8,26,3,1,0,1,6 +mackeke01,1965,1,HOU,NL,21,11,0,3,0,0,0,0,0,0,0,5,0,0,0,0,0 +mahafar01,1965,1,PHI,NL,22,21,1,2,0,0,0,0,0,0,0,11,0,0,1,0,0 +mahonji01,1965,1,HOU,NL,5,5,0,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +malonji01,1965,1,CIN,NL,35,89,7,20,4,2,0,6,0,1,9,22,0,0,8,0,2 +malzofr01,1965,1,BOS,AL,106,364,40,87,20,0,3,34,1,1,28,38,0,1,4,3,18 +mantife01,1965,1,BOS,AL,150,534,60,147,17,2,18,92,7,3,79,84,5,8,3,5,24 +mantlmi01,1965,1,NYA,AL,122,361,44,92,12,1,19,46,4,1,73,76,7,0,0,1,11 +marenle01,1965,1,DET,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +maricju01,1965,1,SFN,NL,39,98,2,17,1,1,0,9,0,0,1,16,0,0,9,1,3 +marisro01,1965,1,NYA,AL,46,155,22,37,7,0,8,27,0,0,29,29,1,0,1,1,4 +martijc01,1965,1,CHA,AL,119,230,21,60,12,0,2,21,2,1,24,29,10,2,3,2,1 +martito01,1965,1,CLE,AL,4,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +matheed01,1965,1,ML1,NL,156,546,77,137,23,0,32,95,1,0,73,110,7,3,1,3,11 +mathene01,1965,1,KC1,AL,67,184,17,39,7,7,2,15,0,2,24,49,4,0,1,2,4 +maxvida01,1965,1,SLN,NL,68,89,10,12,2,2,0,10,0,0,7,15,3,1,1,0,2 +mayele01,1965,1,ML1,NL,15,53,8,16,2,0,2,7,0,0,2,6,0,1,0,0,0 +mayele01,1965,2,HOU,NL,108,415,38,104,17,7,3,36,1,5,20,37,3,1,2,3,5 +mayje01,1965,1,PIT,NL,4,2,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0 +mayle01,1965,1,CIN,NL,5,4,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +mayru01,1965,1,CAL,AL,30,30,2,6,3,0,0,1,0,0,4,15,0,1,2,0,0 +mayswi01,1965,1,SFN,NL,157,558,118,177,21,3,52,112,9,4,76,71,16,0,2,2,11 +mazerbi01,1965,1,PIT,NL,130,494,52,134,17,1,6,54,2,1,18,34,5,2,4,9,16 +mcauldi01,1965,1,DET,AL,113,404,61,105,13,6,15,54,6,9,49,62,4,2,0,1,3 +mcbeaal01,1965,1,PIT,NL,62,27,2,6,1,0,0,2,0,0,1,12,0,0,2,0,0 +mcbrike01,1965,1,CAL,AL,8,5,0,0,0,0,0,0,0,0,1,3,0,0,0,0,0 +mccabjo01,1965,1,WS2,AL,14,27,1,5,0,0,1,5,1,0,4,13,0,0,0,1,0 +mccarti01,1965,1,SLN,NL,113,409,48,113,17,2,11,48,5,1,31,26,11,1,0,3,6 +mccoobi01,1965,1,CIN,NL,62,27,0,1,0,0,0,0,0,0,1,15,0,0,0,0,0 +mccormi03,1965,1,WS2,AL,45,41,2,3,0,0,0,1,0,0,6,15,0,0,4,0,1 +mccovwi01,1965,1,SFN,NL,160,540,93,149,17,4,39,92,0,4,88,118,5,6,2,3,8 +mccrato01,1965,1,CHA,AL,133,273,38,65,12,1,5,21,12,7,25,48,4,3,5,0,8 +mcdanli01,1965,1,CHN,NL,71,8,0,0,0,0,0,0,0,0,1,4,0,0,0,0,0 +mcdowsa01,1965,1,CLE,AL,43,95,5,12,1,0,0,4,0,0,1,35,0,0,5,0,0 +mcgloji01,1965,1,CAL,AL,3,6,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +mcgratu01,1965,1,NYN,NL,38,23,0,3,0,0,0,0,0,0,0,10,0,0,0,0,1 +mclaide01,1965,1,DET,AL,33,74,2,4,0,0,0,3,0,0,6,32,0,0,4,1,0 +mcmahdo02,1965,1,CLE,AL,58,9,0,2,0,0,0,0,0,0,0,5,0,0,1,0,0 +mcmilro01,1965,1,NYN,NL,157,528,44,128,19,2,1,42,1,0,24,60,1,4,16,2,7 +mcmulke01,1965,1,WS2,AL,150,555,75,146,18,6,18,54,2,0,47,90,4,4,8,4,13 +mcnalda01,1965,1,BAL,AL,35,65,1,6,1,0,0,1,0,0,2,33,0,0,3,0,0 +menkede01,1965,1,ML1,NL,71,181,16,44,13,1,4,18,1,3,18,28,3,1,1,1,3 +merriji01,1965,1,MIN,AL,16,22,1,3,0,0,0,3,0,0,2,14,0,1,1,0,0 +mikkepe01,1965,1,NYA,AL,41,10,0,1,0,0,0,0,0,0,0,6,0,0,1,0,0 +millebo04,1965,1,LAN,NL,61,16,0,0,0,0,0,0,0,0,0,10,0,1,1,0,0 +millejo03,1965,1,BAL,AL,16,30,0,3,0,0,0,0,0,0,3,12,0,0,1,0,0 +millela01,1965,1,NYN,NL,28,11,0,2,0,0,0,0,0,0,0,5,0,0,0,0,0 +milleno01,1965,1,HOU,NL,11,15,2,3,0,1,0,1,0,0,1,7,0,0,0,0,1 +millest01,1965,1,BAL,AL,67,16,1,1,1,0,0,2,0,0,1,5,0,0,4,0,0 +minchdo01,1965,1,MIN,AL,128,346,43,87,17,3,22,65,1,3,49,73,15,2,2,4,3 +monbobi01,1965,1,BOS,AL,36,68,2,4,1,0,0,2,0,0,7,30,0,0,10,0,1 +monteau01,1965,1,KC1,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +moonwa01,1965,1,LAN,NL,53,89,6,18,3,0,1,11,2,0,13,22,3,0,2,0,3 +moorear01,1965,1,NYA,AL,9,17,1,7,2,0,1,4,0,0,4,4,1,0,0,0,1 +mooreba01,1965,1,WS2,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mooreja01,1965,1,DET,AL,21,53,2,5,0,0,0,2,0,0,6,12,2,0,1,1,3 +moorhbo01,1965,1,NYN,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +moranbi02,1965,1,CLE,AL,22,24,1,3,0,0,0,0,0,0,2,5,0,1,0,0,0 +morehda01,1965,1,BOS,AL,34,61,3,8,1,0,0,5,0,0,7,21,0,1,4,0,0 +morgajo02,1965,1,HOU,NL,157,601,100,163,22,12,14,40,20,9,97,77,1,3,3,4,4 +moschro01,1965,1,NYA,AL,96,27,12,5,0,0,1,3,0,0,0,12,0,0,0,1,0 +mosesje01,1965,1,BOS,AL,4,4,1,1,0,0,1,1,0,0,0,2,0,0,0,0,0 +mossido01,1965,1,KC1,AL,51,8,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +motama01,1965,1,PIT,NL,121,294,47,82,7,6,4,29,2,2,22,32,0,2,5,3,6 +murakma01,1965,1,SFN,NL,45,13,0,2,0,0,0,0,0,0,0,5,0,0,0,0,0 +murcebo01,1965,1,NYA,AL,11,37,2,9,0,1,1,4,0,0,5,12,0,0,0,0,0 +musgrde01,1965,1,NYN,NL,5,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +napolda01,1965,1,NYN,NL,68,97,5,14,1,1,0,7,0,0,8,23,1,2,0,1,4 +narumbu01,1965,1,WS2,AL,46,46,1,2,0,0,1,2,0,0,0,27,0,2,6,0,0 +navarju01,1965,1,DET,AL,15,4,0,0,0,0,0,0,0,0,0,1,0,0,1,0,1 +nelsome01,1965,1,MIN,AL,28,9,0,1,0,0,0,0,0,0,0,5,0,0,1,0,0 +nendi01,1965,1,WS2,AL,69,246,18,64,7,1,6,31,1,2,19,47,1,1,2,3,3 +newmafr01,1965,1,CAL,AL,36,74,4,7,1,0,1,5,0,0,7,34,0,0,7,2,2 +nichoda01,1965,1,CHA,AL,54,85,11,13,2,1,2,12,0,0,9,40,0,0,0,0,1 +niekrph01,1965,1,ML1,NL,42,10,0,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +nischro01,1965,1,DET,AL,20,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +nixonru01,1965,1,BOS,AL,59,137,11,37,5,1,0,11,0,0,6,23,2,0,1,3,8 +northji01,1965,1,DET,AL,80,219,20,45,12,3,2,16,1,1,12,50,1,2,0,0,6 +nossejo01,1965,1,MIN,AL,87,170,19,37,9,0,2,16,2,0,7,22,1,1,3,2,5 +nottedo01,1965,1,HOU,NL,29,48,2,5,0,0,0,2,0,0,3,18,0,0,4,0,1 +nuxhajo01,1965,1,CIN,NL,32,45,5,8,1,0,0,3,0,0,2,9,0,0,6,0,1 +odellbi01,1965,1,ML1,NL,62,23,1,4,1,0,0,2,0,0,1,11,0,0,2,0,0 +odombl01,1965,1,KC1,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +odonojo01,1965,1,KC1,AL,39,55,7,12,1,0,1,1,0,0,1,12,0,0,6,0,0 +olivato01,1965,1,MIN,AL,149,576,107,185,40,5,16,98,19,9,55,64,12,4,2,10,8 +olivebo01,1965,1,PIT,NL,3,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +olivege01,1965,1,ML1,NL,122,392,56,106,20,0,21,58,5,4,36,61,5,3,0,1,13 +olivena01,1965,1,LAN,NL,8,1,3,1,0,0,0,0,1,0,0,0,0,0,1,0,0 +olivoch01,1965,1,ML1,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +orsinjo01,1965,1,BAL,AL,77,232,30,54,10,2,9,28,1,0,23,51,2,5,1,2,15 +ortegph01,1965,1,WS2,AL,35,53,7,11,2,0,0,4,0,0,9,25,0,0,3,0,1 +osinsda01,1965,1,ML1,NL,61,6,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +osteecl01,1965,1,LAN,NL,42,99,6,12,0,1,0,2,0,0,3,32,0,0,6,0,0 +osteeda01,1965,1,CIN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +otoolji01,1965,1,CIN,NL,29,45,1,4,0,0,0,0,0,0,2,14,0,1,3,0,0 +owensji01,1965,1,HOU,NL,50,8,1,1,0,0,0,0,0,0,0,3,0,0,1,0,0 +oylerra01,1965,1,DET,AL,82,194,22,36,6,0,5,13,1,0,21,61,3,0,2,0,9 +paganjo01,1965,1,SFN,NL,26,83,10,17,4,0,0,5,1,0,8,9,2,0,0,1,3 +paganjo01,1965,2,PIT,NL,42,38,6,9,1,0,0,1,1,0,1,7,0,1,1,0,2 +pagliji01,1965,1,PIT,NL,134,403,42,108,15,0,17,65,0,0,41,84,11,3,1,4,13 +paigesa01,1965,1,KC1,AL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +palmeji01,1965,1,BAL,AL,29,26,2,5,0,0,1,3,0,0,1,10,0,0,0,0,0 +pappami01,1965,1,BAL,AL,34,70,3,5,1,1,0,4,0,0,1,36,0,0,7,0,2 +parkewe01,1965,1,LAN,NL,154,542,80,129,24,7,8,51,13,7,75,95,1,5,19,3,6 +parsoto01,1965,1,NYN,NL,35,18,0,1,0,0,0,0,0,0,1,14,0,0,1,0,0 +pascuca02,1965,1,MIN,AL,27,60,7,12,1,0,2,8,0,0,2,8,0,0,2,0,2 +pavledo01,1965,1,CIN,NL,68,191,25,61,11,1,8,32,1,1,23,27,5,1,1,1,5 +pearsal02,1965,1,CAL,AL,122,360,41,100,17,2,4,21,12,1,51,17,0,2,8,0,6 +penaor01,1965,1,KC1,AL,12,9,0,1,0,0,0,0,0,0,1,4,0,0,0,0,0 +penaor01,1965,2,DET,AL,30,8,0,2,0,0,0,0,0,0,1,0,0,0,1,0,0 +penaro01,1965,1,CHN,NL,51,170,17,37,5,1,2,12,1,2,16,19,4,2,3,1,4 +pepitjo01,1965,1,NYA,AL,143,531,51,131,18,3,18,62,4,2,43,59,11,2,3,1,12 +perezto01,1965,1,CIN,NL,104,281,40,73,14,4,12,47,0,2,21,67,5,2,2,1,10 +perraro01,1965,1,LAN,NL,59,19,0,3,0,0,0,0,0,0,2,7,0,0,0,0,0 +perryga01,1965,1,SFN,NL,49,64,4,10,0,0,0,2,0,0,2,19,0,1,5,0,1 +perryji01,1965,1,MIN,AL,36,53,3,9,1,1,0,3,0,0,1,16,0,1,4,0,0 +peterca01,1965,1,SFN,NL,63,105,14,26,7,0,3,15,0,0,10,16,2,0,1,1,4 +peterga01,1965,1,CHA,AL,42,72,2,13,1,0,1,6,0,0,2,15,0,0,0,1,0 +petrori01,1965,1,BOS,AL,103,323,38,75,15,2,13,33,0,2,36,71,4,1,1,2,6 +phillad01,1965,1,PHI,NL,41,87,14,20,4,0,3,5,3,3,5,34,0,0,1,0,0 +pichero01,1965,1,CAL,AL,14,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +piersji01,1965,1,CAL,AL,53,112,10,30,5,2,2,12,2,2,5,15,1,1,3,0,3 +pinsova01,1965,1,CIN,NL,159,669,97,204,34,10,22,94,21,8,43,81,3,7,6,3,14 +pizarju01,1965,1,CHA,AL,19,34,5,8,0,0,1,4,0,0,2,10,0,0,1,0,0 +pleisbi01,1965,1,MIN,AL,41,7,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +podrejo01,1965,1,LAN,NL,27,45,1,8,0,0,0,2,0,0,1,8,0,0,1,0,0 +powelbo01,1965,1,BAL,AL,144,472,54,117,20,2,17,72,1,1,71,93,13,4,3,6,7 +powervi01,1965,1,CAL,AL,124,197,11,51,7,1,1,20,2,2,5,13,1,1,6,0,3 +priddbo01,1965,1,SFN,NL,9,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +purdijo01,1965,1,LAN,NL,11,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +purkebo01,1965,1,SLN,NL,32,35,3,1,0,0,0,3,0,0,1,21,0,0,7,0,0 +queenme02,1965,1,CIN,NL,5,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +quilifr01,1965,1,MIN,AL,56,149,16,31,5,1,0,7,1,1,15,33,0,0,4,0,4 +radatdi01,1965,1,BOS,AL,63,27,4,5,1,0,1,1,0,0,1,10,0,0,2,0,1 +rakowed01,1965,1,DET,AL,6,3,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +ramospe01,1965,1,NYA,AL,65,12,0,1,0,0,0,0,1,0,0,8,0,0,2,0,0 +ranewme01,1965,1,CAL,AL,41,91,12,19,4,0,1,10,0,0,7,22,0,0,2,2,3 +ratlige01,1965,1,HOU,NL,4,4,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +rayji01,1965,1,HOU,NL,3,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +raymocl01,1965,1,HOU,NL,34,26,2,3,0,0,0,1,0,0,1,12,0,0,0,0,0 +redmowa01,1965,1,DET,AL,4,4,1,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +reedho01,1965,1,LAN,NL,38,12,0,0,0,0,0,1,0,0,4,10,0,0,0,0,1 +reeseri01,1965,1,MIN,AL,14,7,0,2,1,0,0,0,0,0,2,2,1,0,0,0,0 +reganph01,1965,1,DET,AL,16,12,1,1,0,0,0,0,0,0,1,4,0,0,2,0,1 +reichri01,1965,1,CAL,AL,20,75,8,20,4,0,1,6,4,1,5,12,0,1,0,0,2 +renifha01,1965,1,NYA,AL,51,2,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +repozro01,1965,1,NYA,AL,79,218,34,48,7,4,12,28,1,1,25,57,4,0,0,2,2 +reynoto01,1965,1,KC1,AL,90,270,34,64,11,3,1,22,9,2,36,41,1,0,2,0,10 +ribande01,1965,1,NYN,NL,19,6,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +richabo01,1965,1,NYA,AL,160,664,76,164,28,2,6,47,7,5,37,39,4,1,9,2,11 +richago01,1965,1,NYN,NL,35,7,0,0,0,0,0,0,0,0,0,7,0,0,1,0,0 +richepe01,1965,1,WS2,AL,42,64,2,10,0,0,0,6,0,1,3,27,0,0,3,0,0 +rickeda01,1965,1,SLN,NL,11,29,1,7,0,0,0,0,0,0,1,3,0,0,1,0,0 +ridzist01,1965,1,WS2,AL,63,18,2,3,2,0,0,0,0,0,0,4,0,0,2,0,0 +ritchja01,1965,1,BOS,AL,44,5,0,1,0,0,0,1,0,0,1,2,0,0,0,0,0 +roberro01,1965,1,BAL,AL,20,35,1,6,2,0,0,7,0,0,2,9,0,0,3,0,2 +roberro01,1965,2,HOU,NL,10,21,1,5,2,1,0,3,0,0,4,4,0,0,3,0,0 +robinbr01,1965,1,BAL,AL,144,559,81,166,25,2,18,80,3,0,47,47,9,2,4,4,15 +robinfl01,1965,1,CHA,AL,156,577,70,153,15,6,14,66,4,1,76,51,6,5,6,7,10 +robinfr02,1965,1,CIN,NL,156,582,109,172,33,5,33,113,13,9,70,100,18,18,0,4,14 +rodgean01,1965,1,PIT,NL,75,178,17,51,12,0,2,25,2,1,18,28,3,0,2,1,6 +rodgebu01,1965,1,CAL,AL,132,411,33,86,14,3,1,32,4,5,35,61,9,3,4,8,15 +roebued01,1965,1,PHI,NL,44,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +roggega01,1965,1,MIN,AL,12,3,1,0,0,0,0,0,0,0,1,1,0,0,2,0,0 +rojasco01,1965,1,PHI,NL,142,521,78,158,25,3,3,42,5,5,42,33,3,3,8,4,9 +rolliri01,1965,1,MIN,AL,140,469,59,117,22,1,5,32,4,0,37,54,7,4,10,2,13 +romanbi01,1965,1,DET,AL,21,27,0,2,0,0,0,0,0,0,2,7,0,0,0,0,1 +romanjo01,1965,1,CHA,AL,122,356,39,86,11,0,18,48,0,2,59,74,3,5,2,3,13 +roofph01,1965,1,CAL,AL,9,22,1,3,0,0,0,0,0,0,0,6,0,0,0,0,1 +roofph01,1965,2,CLE,AL,43,52,3,9,1,0,0,3,0,0,5,13,1,1,3,0,1 +rosarsa01,1965,1,KC1,AL,81,85,8,20,3,0,2,8,0,0,6,16,0,1,0,2,2 +rosebjo01,1965,1,LAN,NL,136,437,42,102,10,0,8,57,1,6,34,51,7,2,3,4,5 +rosepe01,1965,1,CIN,NL,162,670,117,209,35,11,11,81,8,3,69,76,2,8,8,2,10 +roweke01,1965,1,BAL,AL,6,1,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0 +roznovi01,1965,1,CHN,NL,71,172,9,38,4,1,3,15,1,0,16,30,1,3,0,2,3 +ruizch01,1965,1,CIN,NL,29,18,7,2,1,0,0,1,1,2,0,5,0,0,0,0,1 +ryanmi02,1965,1,BOS,AL,33,107,7,17,0,1,3,9,0,0,5,19,1,0,0,2,6 +sadecra01,1965,1,SLN,NL,36,55,6,11,2,1,0,4,0,0,2,11,0,0,3,0,0 +sadowbo02,1965,1,ML1,NL,34,35,3,3,0,0,0,2,0,0,1,19,0,0,2,0,1 +salmoch01,1965,1,CLE,AL,79,120,20,29,8,0,3,12,7,4,5,19,0,2,5,1,2 +sandejo01,1965,1,KC1,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sanfoja02,1965,1,SFN,NL,23,25,0,3,0,0,0,0,0,0,2,7,0,0,1,0,0 +sanfoja02,1965,2,CAL,AL,9,7,0,1,0,0,0,0,0,0,0,2,0,0,1,0,0 +santijo02,1965,1,KC1,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +santoro01,1965,1,CHN,NL,164,608,88,173,30,4,33,101,3,1,88,109,7,5,0,3,12 +satrito01,1965,1,CAL,AL,47,79,8,13,2,0,1,4,1,1,10,10,1,0,0,0,2 +savagte01,1965,1,SLN,NL,30,63,7,10,3,0,1,4,1,1,6,9,1,0,0,0,2 +schaapa01,1965,1,CAL,AL,155,483,48,108,12,2,9,45,6,3,61,88,8,1,7,4,8 +schafji01,1965,1,CHA,AL,17,31,2,6,3,1,0,1,0,0,3,4,0,0,0,0,3 +schafji01,1965,2,NYN,NL,24,37,0,5,2,0,0,0,0,0,1,15,0,0,0,0,2 +scheiri01,1965,1,CLE,AL,4,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schilch01,1965,1,BOS,AL,71,171,14,41,3,2,3,9,0,1,13,17,0,0,3,1,8 +schleru01,1965,1,BOS,AL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schmibo02,1965,1,NYA,AL,20,40,4,10,1,0,1,3,0,0,3,8,1,0,2,0,0 +schofdi01,1965,1,PIT,NL,31,109,13,25,5,0,0,6,1,0,15,19,1,0,1,2,2 +schofdi01,1965,2,SFN,NL,101,379,39,77,10,1,2,19,2,4,33,50,0,3,5,1,7 +schrobo01,1965,1,SFN,NL,31,9,4,2,0,0,0,1,0,0,1,1,0,0,0,0,0 +schulba01,1965,1,SLN,NL,34,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schwado01,1965,1,PIT,NL,43,15,1,0,0,0,0,0,0,0,0,8,0,0,0,0,0 +schwara01,1965,1,KC1,AL,6,7,0,2,0,0,0,1,0,0,0,4,0,0,0,0,0 +sealejo01,1965,1,DET,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +seguidi01,1965,1,KC1,AL,41,47,5,9,2,0,1,2,0,0,2,23,0,0,4,0,1 +selmadi01,1965,1,NYN,NL,7,9,1,2,0,0,0,0,0,0,0,4,0,0,0,0,1 +sembeca01,1965,1,HOU,NL,2,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +sevcijo01,1965,1,MIN,AL,12,16,1,1,1,0,0,0,0,0,1,5,0,0,1,0,1 +shamsar01,1965,1,CIN,NL,64,96,13,25,4,3,2,10,1,0,10,29,0,0,0,0,0 +shannmi01,1965,1,SLN,NL,124,244,32,54,17,3,3,25,2,1,28,46,1,2,5,1,8 +shawbo01,1965,1,SFN,NL,42,79,1,8,0,1,0,6,0,0,1,13,0,0,4,0,2 +sheldro01,1965,1,NYA,AL,3,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +sheldro01,1965,2,KC1,AL,32,51,0,4,0,0,0,1,0,1,1,28,0,1,7,0,0 +sherrla01,1965,1,DET,AL,39,10,0,3,0,1,0,0,0,0,1,4,0,0,2,0,0 +shockco01,1965,1,CAL,AL,40,107,5,20,2,0,2,17,0,0,9,16,0,1,0,2,2 +shortch02,1965,1,PHI,NL,47,99,2,13,0,0,0,1,0,0,0,29,0,1,8,0,1 +siebeno01,1965,1,BAL,AL,106,297,44,76,13,4,8,32,1,2,50,49,7,1,2,3,2 +siebeso01,1965,1,CLE,AL,40,66,2,7,1,0,1,4,0,0,0,18,0,0,1,1,2 +siebldw01,1965,1,MIN,AL,7,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +sievero01,1965,1,WS2,AL,12,21,3,4,1,0,0,0,0,0,4,3,0,0,0,0,1 +simmocu01,1965,1,SLN,NL,34,64,2,3,1,0,0,1,0,0,0,30,0,0,3,0,0 +simpsdi01,1965,1,CAL,AL,8,27,2,6,1,0,0,3,1,0,2,8,0,0,0,1,1 +simsdu01,1965,1,CLE,AL,48,118,9,21,0,0,6,15,0,0,15,33,2,0,0,0,2 +singebi01,1965,1,LAN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +siskto01,1965,1,PIT,NL,39,33,2,2,0,0,0,1,0,0,1,13,0,0,1,0,2 +skinnbo01,1965,1,SLN,NL,80,152,25,47,5,4,5,26,1,0,12,30,2,0,0,0,5 +skowrbi01,1965,1,CHA,AL,146,559,63,153,24,3,18,78,1,3,32,77,4,5,4,5,22 +smithbo04,1965,1,CAL,AL,23,57,1,13,3,0,0,5,0,1,2,10,0,1,1,1,0 +smithch04,1965,1,NYN,NL,135,499,49,122,20,3,16,62,2,1,17,123,3,4,7,4,13 +smithdi02,1965,1,LAN,NL,10,6,0,0,0,0,0,1,0,0,0,3,0,0,1,0,0 +smithge04,1965,1,DET,AL,32,53,6,5,0,0,1,1,0,0,3,18,0,0,0,0,2 +smithha09,1965,1,PIT,NL,4,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +smithwi02,1965,1,CAL,AL,136,459,52,120,14,9,14,57,9,8,32,60,10,1,1,5,5 +snyderu01,1965,1,BAL,AL,132,345,49,93,11,2,1,29,3,4,27,38,1,1,6,2,5 +sorrebi01,1965,1,PHI,NL,10,13,2,5,0,0,1,2,0,0,2,1,0,0,0,0,0 +spahnwa01,1965,1,NYN,NL,21,35,0,4,1,0,0,2,0,1,7,12,0,1,2,0,0 +spahnwa01,1965,2,SFN,NL,16,21,1,3,0,0,0,1,0,0,2,5,0,0,0,1,0 +spangal01,1965,1,HOU,NL,38,112,18,24,1,1,1,7,1,1,14,8,2,0,0,1,1 +spangal01,1965,2,CAL,AL,51,96,17,25,1,0,0,1,4,0,8,9,0,0,0,0,0 +sparmjo01,1965,1,DET,AL,30,52,4,7,1,0,0,3,0,0,3,25,0,0,4,1,0 +spiezed01,1965,1,SLN,NL,10,18,0,3,0,0,0,5,0,0,1,4,0,1,0,0,0 +sprigge01,1965,1,PIT,NL,9,2,5,1,0,0,0,0,2,0,0,0,0,0,0,0,0 +sprinja01,1965,1,CLE,AL,14,3,0,1,0,0,0,0,0,0,0,1,0,0,1,0,0 +staehma01,1965,1,CHA,AL,7,7,0,3,0,0,0,2,0,0,0,0,0,0,0,0,0 +staffbi01,1965,1,NYA,AL,22,29,2,0,0,0,0,1,0,0,0,12,0,0,4,1,0 +stahlla01,1965,1,KC1,AL,28,81,9,16,2,1,4,14,1,0,5,16,0,1,0,1,1 +stalltr01,1965,1,SLN,NL,40,68,2,6,0,0,0,1,0,0,0,26,0,0,4,1,0 +stangle01,1965,1,CLE,AL,41,28,4,3,0,0,0,1,0,0,7,12,0,1,4,0,0 +stanlmi01,1965,1,DET,AL,30,117,14,28,6,0,3,13,1,0,3,12,0,0,0,1,2 +stargwi01,1965,1,PIT,NL,144,533,68,145,25,8,27,107,1,1,39,127,13,7,0,3,8 +starrhe01,1965,1,BAL,AL,4,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +staubru01,1965,1,HOU,NL,131,410,43,105,20,1,14,63,3,0,52,57,5,2,1,5,17 +steevmo01,1965,1,PHI,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stephje01,1965,1,BOS,AL,15,13,0,3,0,0,0,1,0,0,1,2,0,0,0,0,0 +stephjo02,1965,1,NYN,NL,62,121,9,26,5,0,4,15,0,1,8,19,2,0,2,0,7 +stewaji01,1965,1,CHN,NL,116,282,26,63,9,4,0,19,13,3,30,53,1,2,1,2,3 +stigmdi01,1965,1,MIN,AL,33,15,0,2,1,0,0,0,0,0,0,7,0,0,1,0,0 +stockwe01,1965,1,KC1,AL,62,6,0,0,0,0,0,0,0,0,0,2,0,0,2,0,0 +stottme01,1965,1,NYA,AL,37,99,8,13,2,1,2,8,0,0,1,43,0,0,9,0,0 +stuardi01,1965,1,PHI,NL,149,538,53,126,19,1,28,95,1,0,39,136,8,3,0,6,10 +suklaed01,1965,1,CAL,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sullijo07,1965,1,DET,AL,34,86,5,23,0,0,2,11,0,0,9,13,0,1,0,1,1 +sutheda01,1965,1,NYN,NL,18,13,0,2,0,1,0,0,0,0,0,4,0,0,0,0,0 +swoboro01,1965,1,NYN,NL,135,399,52,91,15,3,19,50,2,3,33,102,3,3,1,2,10 +talbofr01,1965,1,KC1,AL,47,70,3,14,2,1,0,11,0,0,4,28,0,0,3,0,0 +tartajo01,1965,1,KC1,AL,68,218,28,68,11,4,1,19,11,5,18,20,0,0,4,2,4 +tayloha04,1965,1,NYN,NL,25,46,5,7,0,0,4,10,0,0,1,8,0,0,0,1,2 +tayloro01,1965,1,SLN,NL,25,5,0,2,1,0,0,0,0,0,0,2,0,0,0,0,0 +tayloro01,1965,2,HOU,NL,32,13,0,0,0,0,0,0,0,0,0,7,0,0,0,0,0 +tayloto02,1965,1,PHI,NL,106,323,41,74,14,3,3,27,5,4,22,58,0,12,5,1,6 +terryra01,1965,1,CLE,AL,30,49,2,7,2,0,1,4,0,0,4,21,0,1,10,0,0 +thomafr03,1965,1,PHI,NL,35,77,7,20,4,0,1,7,0,0,4,10,0,0,0,2,3 +thomafr03,1965,2,HOU,NL,23,58,7,10,2,0,3,9,0,0,3,15,0,0,0,1,0 +thomafr03,1965,3,ML1,NL,15,33,3,7,3,0,0,1,0,0,2,11,0,0,0,1,0 +thomage01,1965,1,DET,AL,79,169,19,36,5,1,3,10,2,3,12,39,1,2,1,3,4 +thomale03,1965,1,BOS,AL,151,521,74,141,27,4,22,75,6,2,72,42,8,3,5,2,16 +tiantlu01,1965,1,CLE,AL,41,68,2,6,0,0,1,3,0,0,3,30,0,0,4,0,1 +tiefebo01,1965,1,ML1,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tiefebo01,1965,2,NYA,AL,10,2,1,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +tiefebo01,1965,3,CLE,AL,15,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +tillmbo01,1965,1,BOS,AL,111,368,20,79,10,3,6,35,0,0,40,69,3,0,0,5,13 +tolanbo01,1965,1,SLN,NL,17,69,8,13,2,0,0,6,2,1,0,4,0,1,0,1,1 +tompkro01,1965,1,KC1,AL,5,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +torboje01,1965,1,LAN,NL,56,150,8,36,5,1,3,13,0,0,10,26,4,1,0,1,5 +torrejo01,1965,1,ML1,NL,148,523,68,152,21,1,27,80,0,1,61,79,7,8,0,2,22 +tovarce01,1965,1,MIN,AL,18,25,3,5,1,0,0,2,2,0,2,3,0,0,0,0,0 +tracedi01,1965,1,LAN,NL,78,186,17,40,6,0,1,20,2,6,25,30,4,2,2,1,3 +treshto01,1965,1,NYA,AL,156,602,94,168,29,6,26,74,5,2,59,92,4,5,2,0,10 +triangu01,1965,1,PHI,NL,30,82,3,14,2,0,0,4,0,0,9,17,1,0,0,0,3 +triangu01,1965,2,HOU,NL,24,72,5,13,2,0,2,7,0,0,5,14,0,1,0,0,2 +tsitojo01,1965,1,CIN,NL,31,43,1,3,0,0,0,1,0,0,1,14,0,1,3,1,0 +ueckebo01,1965,1,SLN,NL,53,145,17,33,7,0,2,10,0,1,24,27,1,2,1,0,1 +uhlaete01,1965,1,MIN,AL,13,22,1,4,0,0,0,1,1,0,0,2,0,0,0,0,0 +valdesa01,1965,1,MIN,AL,108,245,38,64,8,2,1,22,7,4,20,28,3,2,3,3,5 +valenfr01,1965,1,WS2,AL,12,29,6,7,0,0,0,1,3,0,4,5,0,1,0,0,1 +vallehe01,1965,1,LAN,NL,9,13,1,4,0,0,0,2,0,0,2,3,0,0,0,0,0 +vealebo01,1965,1,PIT,NL,39,93,3,8,0,0,0,3,0,0,3,50,0,0,8,0,1 +versazo01,1965,1,MIN,AL,160,666,126,182,45,12,19,77,27,5,41,122,3,7,6,8,7 +virdobi01,1965,1,PIT,NL,135,481,58,134,22,5,4,24,4,3,30,49,0,1,7,0,6 +virgioz01,1965,1,PIT,NL,39,49,3,13,2,0,1,5,0,0,2,10,0,0,2,0,1 +vonhobr01,1965,1,HOU,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vossbi01,1965,1,CHA,AL,11,33,4,6,0,1,1,3,0,0,3,5,1,0,1,0,0 +wagnega01,1965,1,PHI,NL,59,13,0,1,1,0,0,0,0,0,0,9,0,0,1,0,0 +wagnele01,1965,1,CLE,AL,144,517,91,152,18,1,28,79,12,2,60,52,8,3,0,3,6 +walkelu01,1965,1,PIT,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wantzdi01,1965,1,CAL,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wardpe01,1965,1,CHA,AL,138,507,62,125,25,3,10,57,2,4,56,83,11,6,2,3,10 +warneja02,1965,1,CHN,NL,11,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +warwica01,1965,1,SLN,NL,50,77,3,12,2,1,0,6,1,0,4,18,0,0,0,0,2 +warwica01,1965,2,BAL,AL,9,14,3,0,0,0,0,0,0,0,3,2,0,0,0,0,0 +washbra01,1965,1,SLN,NL,28,33,3,5,1,0,0,1,0,0,2,19,0,0,3,0,0 +weavefl01,1965,1,CLE,AL,32,11,1,1,1,0,0,0,0,0,1,8,0,0,0,0,0 +weisal01,1965,1,CHA,AL,103,135,29,40,4,3,1,12,4,1,12,22,1,2,7,1,2 +werhajo01,1965,1,LAN,NL,4,3,1,0,0,0,0,0,0,0,1,2,0,0,0,0,1 +wertdo01,1965,1,DET,AL,162,609,81,159,22,2,12,54,5,6,73,71,4,3,8,4,15 +whitebi03,1965,1,SLN,NL,148,543,82,157,26,3,24,73,3,3,63,86,11,4,3,5,7 +whitemi02,1965,1,HOU,NL,8,9,0,0,0,0,0,0,0,0,1,2,0,0,0,0,0 +whitero01,1965,1,NYA,AL,14,42,7,14,2,0,0,3,2,1,4,7,0,1,0,0,0 +whitffr01,1965,1,CLE,AL,132,468,49,137,23,1,26,90,2,2,16,42,7,2,2,4,12 +wickeda01,1965,1,DET,AL,34,58,2,4,0,0,0,1,0,0,1,20,0,0,7,0,1 +wilheho01,1965,1,CHA,AL,66,22,1,0,0,0,0,0,0,0,2,12,0,0,4,0,0 +willeca01,1965,1,NYN,NL,13,5,0,0,0,0,0,0,0,0,0,3,0,0,2,0,0 +willhni01,1965,1,WS2,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +willhni01,1965,2,LAN,NL,15,10,1,4,1,0,0,3,0,0,3,3,0,0,0,0,0 +willibi01,1965,1,CHN,NL,164,645,115,203,39,6,34,108,10,1,65,76,7,3,1,5,20 +willist02,1965,1,CLE,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +willsma01,1965,1,LAN,NL,158,650,92,186,14,7,0,33,94,31,40,64,2,4,14,2,6 +willste01,1965,1,CHA,AL,15,2,1,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +wilsoea01,1965,1,BOS,AL,47,79,13,14,0,0,6,12,0,0,13,29,0,1,3,0,2 +winebo01,1965,1,PHI,NL,139,394,31,90,8,1,5,33,0,0,31,69,9,0,4,1,16 +woodeha01,1965,1,HOU,NL,27,6,0,1,0,0,0,2,0,0,0,1,0,0,1,0,0 +woodeha01,1965,2,SLN,NL,51,8,1,0,0,0,0,1,0,0,1,4,0,0,0,0,0 +woodja01,1965,1,DET,AL,58,104,12,30,3,0,2,7,3,3,10,19,0,1,0,0,7 +woodwi01,1965,1,PIT,NL,34,6,0,0,0,0,0,0,0,0,0,5,0,0,0,0,0 +woodwwo01,1965,1,ML1,NL,112,265,17,55,7,4,0,11,2,2,10,50,3,0,3,2,3 +worthal01,1965,1,MIN,AL,62,10,1,1,0,0,0,0,0,0,2,4,0,0,2,0,0 +wyattjo02,1965,1,KC1,AL,65,4,0,0,0,0,0,1,0,0,1,1,0,0,1,0,0 +wynnji01,1965,1,HOU,NL,157,564,90,155,30,7,22,73,43,4,84,126,3,5,5,5,12 +yastrca01,1965,1,BOS,AL,133,494,78,154,45,3,20,72,7,6,70,58,8,1,2,4,16 +youngdo01,1965,1,CHN,NL,11,35,1,2,0,0,1,2,0,0,0,11,0,0,0,1,0 +zachach02,1965,1,HOU,NL,4,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +zannido01,1965,1,CIN,NL,8,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +zimmedo01,1965,1,WS2,AL,95,226,20,45,6,0,2,17,2,0,26,59,1,2,1,3,7 +zimmeje01,1965,1,MIN,AL,83,154,8,33,1,1,1,11,0,0,12,23,3,1,8,0,6 +aaronha01,1966,1,ATL,NL,158,603,117,168,23,1,44,127,21,3,76,96,15,1,0,8,14 +abernte02,1966,1,CHN,NL,20,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +abernte02,1966,2,ATL,NL,38,8,0,2,0,0,0,0,0,0,1,3,0,0,0,0,0 +adairje01,1966,1,BAL,AL,17,52,3,15,1,0,0,3,0,0,4,8,0,0,1,1,1 +adairje01,1966,2,CHA,AL,105,370,27,90,18,2,4,36,3,2,17,44,0,1,9,5,14 +adcocjo01,1966,1,CAL,AL,83,231,33,63,10,3,18,48,2,2,31,48,6,0,0,3,11 +adlesda01,1966,1,HOU,NL,3,6,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +ageeto01,1966,1,CHA,AL,160,629,98,172,27,8,22,86,44,18,41,127,3,10,5,4,17 +aguirha01,1966,1,DET,AL,30,25,0,3,1,0,0,0,0,0,4,16,0,0,2,0,0 +akerja01,1966,1,KC1,AL,66,21,1,2,1,0,0,2,0,0,0,12,0,0,1,0,0 +allenbe01,1966,1,MIN,AL,101,319,34,76,18,1,5,30,2,3,26,40,5,2,2,1,10 +allenbo04,1966,1,CLE,AL,36,9,0,1,0,0,0,0,0,0,1,5,0,0,1,0,0 +allendi01,1966,1,PHI,NL,141,524,112,166,25,10,40,110,10,6,68,136,13,3,0,4,9 +allenha02,1966,1,WS2,AL,9,31,2,12,0,0,1,6,0,0,3,6,0,0,1,0,0 +alleyge01,1966,1,PIT,NL,147,579,88,173,28,10,7,43,8,8,27,83,0,5,20,3,8 +allisbo01,1966,1,MIN,AL,70,168,34,37,6,1,8,19,6,0,30,34,2,3,0,2,2 +alomasa01,1966,1,ATL,NL,31,44,4,4,1,0,0,2,0,0,1,10,1,0,0,0,0 +aloufe01,1966,1,ATL,NL,154,666,122,218,32,6,31,74,5,7,24,51,6,12,2,2,11 +alouje01,1966,1,SFN,NL,110,370,41,96,13,1,1,20,5,5,9,22,1,2,4,2,14 +alouma01,1966,1,PIT,NL,141,535,86,183,18,9,2,27,23,15,24,44,4,4,12,3,3 +altmage01,1966,1,CHN,NL,88,185,19,41,6,0,5,17,2,2,14,37,3,0,2,0,3 +alvisma01,1966,1,CLE,AL,157,596,67,146,22,3,17,55,4,7,50,98,6,2,3,4,12 +amalfjo01,1966,1,CHN,NL,41,38,8,6,2,0,0,3,0,0,4,10,0,0,0,2,1 +amaroru01,1966,1,NYA,AL,14,23,0,5,0,0,0,3,0,0,0,2,0,0,0,0,2 +andremi01,1966,1,BOS,AL,5,18,1,3,0,0,0,0,0,0,0,2,0,0,1,0,0 +aparilu01,1966,1,BAL,AL,151,659,97,182,25,8,6,41,25,11,33,42,2,1,12,2,10 +arlicdo01,1966,1,HOU,NL,7,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +arrigge01,1966,1,CIN,NL,3,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +arrigge01,1966,2,NYN,NL,17,10,2,5,2,0,0,3,0,0,2,1,0,0,0,0,0 +asprobo01,1966,1,HOU,NL,152,560,55,141,16,3,8,52,0,4,35,63,7,2,3,3,22 +austde01,1966,1,SLN,NL,9,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +azcuejo01,1966,1,CLE,AL,98,302,22,83,10,1,9,37,0,2,20,22,5,2,1,5,6 +bahnsst01,1966,1,NYA,AL,4,7,0,1,0,0,0,0,0,0,0,5,0,0,0,0,0 +bailebo01,1966,1,PIT,NL,126,380,51,106,19,3,13,46,5,3,47,65,4,2,2,2,12 +baileed01,1966,1,CAL,AL,5,3,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +baldsja01,1966,1,CIN,NL,42,3,1,1,0,0,0,1,0,0,0,2,0,0,0,0,0 +baldwda01,1966,1,WS2,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +balesle01,1966,1,ATL,NL,12,16,4,1,0,0,0,0,0,0,0,5,0,0,0,0,0 +bandosa01,1966,1,KC1,AL,11,24,1,7,1,1,0,1,0,0,1,3,0,0,1,0,0 +bankser01,1966,1,CHN,NL,141,511,52,139,23,7,15,75,0,1,29,59,10,5,4,5,15 +banksge01,1966,1,CLE,AL,4,4,0,1,0,0,0,1,0,0,0,1,0,0,0,0,0 +barbest01,1966,1,BAL,AL,25,44,1,3,0,0,0,1,0,0,0,30,0,0,7,0,0 +barbiji01,1966,1,LAN,NL,39,82,9,23,5,0,0,3,2,0,9,7,1,0,1,0,0 +barkera01,1966,1,NYA,AL,61,75,11,14,5,0,3,13,0,0,4,20,0,0,2,1,0 +barnoed01,1966,1,BAL,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bartobo01,1966,1,SFN,NL,43,91,1,16,2,1,0,3,0,0,5,5,2,0,0,1,2 +batemjo01,1966,1,HOU,NL,131,433,39,121,24,3,17,70,0,0,20,74,9,5,4,6,17 +batteea01,1966,1,MIN,AL,115,364,30,93,12,1,4,34,4,1,43,30,7,3,0,2,15 +bearnla01,1966,1,NYN,NL,29,9,1,1,1,0,0,0,0,0,0,3,0,0,0,0,1 +beckegl01,1966,1,CHN,NL,153,656,73,188,23,7,1,59,10,4,26,36,0,4,5,2,8 +belanma01,1966,1,BAL,AL,8,19,2,3,1,0,0,0,0,0,0,3,0,0,1,0,0 +belinbo01,1966,1,PHI,NL,9,3,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +bellga01,1966,1,CLE,AL,40,76,2,10,0,1,0,2,0,0,4,25,0,1,8,0,0 +bennede01,1966,1,BOS,AL,16,23,2,3,1,0,1,1,0,0,2,11,0,0,2,0,1 +berryke01,1966,1,CHA,AL,147,443,50,120,20,2,8,34,7,10,28,63,4,2,11,2,6 +bertafr01,1966,1,BAL,AL,16,19,1,2,0,0,0,0,0,0,1,6,0,0,0,0,1 +blairpa01,1966,1,BAL,AL,133,303,35,84,20,2,6,33,5,6,15,36,0,0,5,2,4 +blancgi01,1966,1,KC1,AL,11,12,0,2,0,0,0,2,0,0,0,2,0,0,1,0,0 +blasido01,1966,1,WS2,AL,68,200,18,43,9,0,1,11,2,1,18,21,0,0,4,0,0 +blasido01,1966,2,KC1,AL,12,19,1,3,0,0,0,1,0,1,2,3,0,0,0,0,0 +blasiwa01,1966,1,ATL,NL,18,23,1,5,1,0,0,2,0,0,2,3,0,0,0,0,0 +blassst01,1966,1,PIT,NL,34,52,3,12,1,0,0,6,0,0,0,15,0,0,2,0,0 +blefacu01,1966,1,BAL,AL,131,419,73,107,14,3,23,64,1,4,73,56,3,6,7,3,6 +boccajo01,1966,1,CHN,NL,75,206,22,47,9,0,6,25,0,1,14,39,1,0,6,3,7 +bolinbo01,1966,1,SFN,NL,36,76,7,13,1,1,2,7,0,0,6,25,0,0,1,0,2 +bollifr01,1966,1,ATL,NL,75,227,16,48,7,0,1,18,1,1,10,14,3,1,3,4,3 +bollogr01,1966,1,CHA,AL,3,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +bookebu01,1966,1,CLE,AL,18,28,6,6,1,0,2,5,0,0,2,6,0,0,0,0,2 +boozejo01,1966,1,PHI,NL,2,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +boschdo01,1966,1,PIT,NL,3,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bosmadi01,1966,1,WS2,AL,13,12,1,3,0,0,0,1,0,0,0,2,0,0,2,0,0 +bosweda01,1966,1,MIN,AL,32,63,4,9,1,0,0,3,0,0,0,18,0,1,2,0,2 +boutoji01,1966,1,NYA,AL,24,38,1,4,0,0,0,4,0,0,1,23,0,0,3,0,0 +bowensa01,1966,1,BAL,AL,89,243,26,51,9,1,6,20,9,3,17,52,2,5,4,0,8 +boyercl02,1966,1,NYA,AL,144,500,59,120,22,4,14,57,6,0,46,48,4,2,4,6,9 +boyerke01,1966,1,NYN,NL,136,496,62,132,28,2,14,61,4,3,30,64,5,0,1,7,15 +brabege01,1966,1,BAL,AL,31,13,0,1,0,0,0,0,0,0,0,9,0,0,0,0,0 +bradfbu01,1966,1,CHA,AL,14,28,3,4,0,0,0,0,0,0,2,6,0,0,0,0,0 +brandbu01,1966,1,BOS,AL,41,44,4,8,2,1,0,2,0,0,2,21,0,2,6,1,1 +brandja01,1966,1,PHI,NL,82,164,16,41,6,1,1,15,0,2,17,36,2,0,4,2,4 +brandro01,1966,1,HOU,NL,56,123,12,30,2,0,0,10,0,2,9,13,3,2,3,2,6 +bressed01,1966,1,NYN,NL,133,405,48,91,15,5,10,49,2,2,47,107,4,1,7,4,11 +breweji01,1966,1,LAN,NL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +briggjo02,1966,1,PHI,NL,81,255,43,72,13,5,10,23,3,2,41,55,3,0,0,1,2 +brilene01,1966,1,SLN,NL,49,38,2,3,0,0,0,0,0,0,2,16,0,0,1,0,1 +brinked01,1966,1,WS2,AL,158,582,42,133,18,9,7,48,7,9,29,105,4,0,9,5,17 +brocklo01,1966,1,SLN,NL,156,643,94,183,24,12,15,46,74,18,31,134,6,3,0,1,7 +brogler01,1966,1,CHN,NL,15,19,2,7,1,0,0,0,0,0,2,7,0,0,1,0,0 +brownby01,1966,1,CHN,NL,120,419,46,102,15,7,16,51,3,3,40,143,1,5,1,1,7 +brownga01,1966,1,DET,AL,88,169,27,45,5,1,7,27,3,0,18,19,2,2,0,4,3 +brownla01,1966,1,CLE,AL,105,340,29,78,12,0,3,17,0,1,36,58,3,3,5,0,11 +brownol02,1966,1,SFN,NL,115,348,32,81,7,1,7,33,2,5,33,66,7,2,3,0,14 +brucebo01,1966,1,HOU,NL,25,39,2,3,0,0,0,1,0,0,1,14,0,0,7,0,0 +brumlmi01,1966,1,WS2,AL,9,18,1,2,1,0,0,0,0,0,0,2,0,0,0,0,0 +brunege01,1966,1,CAL,AL,41,68,5,7,1,0,1,3,0,0,2,34,0,0,1,0,1 +brunsar01,1966,1,DET,AL,2,3,1,1,1,0,0,0,0,0,0,0,0,1,0,0,0 +bryanbi01,1966,1,KC1,AL,32,76,0,10,4,0,0,7,0,0,6,17,0,0,0,1,2 +bryanbi01,1966,2,NYA,AL,27,69,5,15,2,0,4,5,0,0,5,19,0,0,0,0,1 +bryando01,1966,1,CHN,NL,13,26,2,8,2,0,0,4,1,0,1,4,0,1,0,0,1 +bucheje01,1966,1,SLN,NL,100,284,23,67,10,4,4,25,0,5,23,71,4,0,1,5,9 +bufordo01,1966,1,CHA,AL,163,607,85,148,26,7,8,52,51,22,69,71,3,3,17,2,3 +buhlbo01,1966,1,CHN,NL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +buhlbo01,1966,2,PHI,NL,32,41,0,4,0,0,0,1,0,0,2,22,0,1,3,0,0 +bunkewa01,1966,1,BAL,AL,30,48,4,5,3,0,0,2,0,0,4,22,0,0,3,0,2 +bunniji01,1966,1,PHI,NL,43,106,10,19,3,0,0,5,0,0,3,39,0,0,4,1,3 +burdabo01,1966,1,SFN,NL,37,43,3,7,3,0,0,2,0,0,2,5,0,0,0,1,1 +burdele01,1966,1,CAL,AL,54,8,0,1,0,0,0,1,0,0,0,3,0,0,0,0,0 +burgesm01,1966,1,CHA,AL,79,67,0,21,5,0,0,15,0,0,11,8,2,1,0,1,0 +buzhajo01,1966,1,CHA,AL,34,43,0,5,0,0,0,2,0,0,2,18,0,0,1,0,1 +callijo01,1966,1,PHI,NL,155,612,93,169,40,7,11,55,8,8,56,83,4,3,2,4,11 +camildo02,1966,1,WS2,AL,44,107,5,22,4,0,2,8,0,0,3,19,0,1,2,0,4 +campabe01,1966,1,KC1,AL,142,573,82,153,29,10,5,42,52,10,25,72,1,5,1,2,6 +campaji01,1966,1,LAN,NL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +campbro01,1966,1,CHN,NL,24,60,4,13,1,0,0,4,1,1,6,5,2,0,0,1,3 +cardejo02,1966,1,CAL,AL,154,561,67,155,15,3,16,48,24,11,34,69,5,4,3,4,6 +cardele01,1966,1,CIN,NL,160,568,59,145,25,4,20,81,9,4,45,87,18,1,6,4,19 +cardwdo01,1966,1,PIT,NL,32,29,1,3,1,0,0,3,0,0,2,12,0,0,1,0,0 +carltst01,1966,1,SLN,NL,9,15,0,4,0,0,0,0,0,0,0,3,0,1,2,0,0 +carpifr01,1966,1,HOU,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +carreca01,1966,1,BAL,AL,4,9,2,2,2,0,0,2,0,0,3,2,0,0,0,0,0 +carrocl02,1966,1,ATL,NL,73,30,2,3,0,0,0,0,0,0,0,11,0,0,8,0,0 +cartyri01,1966,1,ATL,NL,151,521,73,170,25,2,15,76,4,6,60,74,7,0,0,7,15 +casanpa01,1966,1,WS2,AL,122,429,45,109,16,5,13,44,1,2,14,78,2,1,3,2,8 +cashno01,1966,1,DET,AL,160,603,98,168,18,3,32,93,2,1,66,91,4,4,1,5,15 +caterda01,1966,1,CHA,AL,21,60,3,11,1,1,0,4,3,1,0,10,0,1,3,1,1 +caterda01,1966,2,KC1,AL,116,425,47,124,16,3,7,52,1,4,28,37,2,1,1,4,11 +causewa01,1966,1,KC1,AL,28,79,1,18,0,0,0,5,1,0,7,6,1,0,0,2,3 +causewa01,1966,2,CHA,AL,78,164,23,40,8,2,0,13,2,0,24,13,0,0,4,4,2 +cepedor01,1966,1,SFN,NL,19,49,5,14,2,0,3,15,0,1,4,11,2,1,0,0,0 +cepedor01,1966,2,SLN,NL,123,452,65,137,24,0,17,58,9,8,34,68,10,13,1,9,12 +chancbo01,1966,1,WS2,AL,37,57,1,10,3,0,1,8,0,0,2,23,0,0,0,1,2 +chancde01,1966,1,CAL,AL,41,76,1,2,0,0,0,0,0,0,3,54,0,1,8,0,0 +charled01,1966,1,KC1,AL,118,385,52,110,18,8,9,42,12,5,30,53,2,0,4,1,9 +chavaos01,1966,1,KC1,AL,86,191,26,46,10,0,2,10,3,2,18,43,1,0,3,0,5 +cheneto01,1966,1,WS2,AL,3,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +chrisjo01,1966,1,BOS,AL,12,13,1,1,0,0,0,0,0,0,2,4,0,0,0,0,0 +churcle01,1966,1,CHN,NL,4,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ciminpe01,1966,1,MIN,AL,35,6,0,0,0,0,0,0,0,0,1,4,0,0,1,0,0 +clarkho01,1966,1,NYA,AL,96,312,37,83,10,4,6,28,5,3,27,24,4,1,1,3,2 +clarkro02,1966,1,MIN,AL,5,1,1,1,0,0,0,1,0,0,0,0,0,0,0,1,0 +clemedo01,1966,1,PHI,NL,79,121,10,31,1,0,1,15,1,0,16,25,0,2,0,0,2 +clemero01,1966,1,PIT,NL,154,638,105,202,31,11,29,119,7,5,46,109,13,0,1,5,14 +clenddo01,1966,1,PIT,NL,155,571,80,171,22,10,28,98,8,7,52,142,7,2,1,3,14 +clinety01,1966,1,CHN,NL,7,17,3,6,0,0,0,2,1,0,0,2,0,0,0,0,1 +clinety01,1966,2,ATL,NL,42,71,12,18,0,0,0,6,2,1,3,11,0,2,1,0,2 +clintlo01,1966,1,NYA,AL,80,159,18,35,10,2,5,21,0,0,16,27,1,0,2,2,3 +clonito01,1966,1,ATL,NL,47,111,12,26,5,0,5,23,1,1,2,22,0,2,2,0,1 +clostal01,1966,1,WS2,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +coateji01,1966,1,CAL,AL,9,11,1,1,0,0,0,0,0,0,0,9,0,0,0,0,0 +cokerji01,1966,1,CIN,NL,50,111,9,28,3,0,4,14,0,1,8,5,1,0,1,1,1 +colavro01,1966,1,CLE,AL,151,533,68,127,13,0,30,72,2,1,76,81,4,3,0,2,25 +colbena01,1966,1,HOU,NL,19,7,3,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +colemch01,1966,1,NYN,NL,6,16,2,3,0,0,0,0,0,0,0,4,0,0,0,0,0 +colemgo01,1966,1,CIN,NL,91,227,20,57,7,0,5,37,2,1,16,45,2,0,2,1,3 +colemjo05,1966,1,WS2,AL,1,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +conigto01,1966,1,BOS,AL,150,558,77,148,26,7,28,93,0,2,52,112,8,5,6,7,6 +connobi01,1966,1,CHN,NL,11,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +coombda01,1966,1,HOU,NL,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +corrapa01,1966,1,SLN,NL,28,72,5,13,2,0,0,3,1,0,2,17,0,2,1,1,3 +cosmaji01,1966,1,SLN,NL,1,3,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +covinwe01,1966,1,CHN,NL,9,11,0,1,0,0,0,0,0,0,1,2,1,0,0,0,0 +covinwe01,1966,2,LAN,NL,37,33,1,4,0,1,1,6,0,0,6,5,0,2,0,0,1 +coxca01,1966,1,WS2,AL,66,8,0,0,0,0,0,0,0,0,0,5,0,0,1,0,0 +craigpe01,1966,1,WS2,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +craigro01,1966,1,PHI,NL,14,4,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +crandde01,1966,1,CLE,AL,50,108,10,25,2,0,4,8,0,0,14,9,5,0,0,0,3 +crawfwi01,1966,1,LAN,NL,6,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cuellmi01,1966,1,HOU,NL,38,71,4,8,1,0,1,1,0,0,2,37,0,0,4,0,1 +culleja01,1966,1,NYA,AL,5,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +culleti01,1966,1,WS2,AL,18,34,8,8,1,0,0,0,0,0,2,8,0,0,0,0,0 +culpra01,1966,1,PHI,NL,34,26,0,2,0,0,0,1,0,0,0,17,0,0,5,0,0 +culvege01,1966,1,CLE,AL,5,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +cunnijo01,1966,1,WS2,AL,3,8,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +curryto01,1966,1,CLE,AL,19,16,4,2,0,0,0,3,0,0,3,8,0,0,0,0,0 +dalrycl01,1966,1,PHI,NL,114,331,30,81,13,3,4,39,0,0,60,57,10,3,9,1,3 +davalvi01,1966,1,CLE,AL,121,344,42,86,6,4,3,19,8,6,24,37,6,0,1,2,6 +davenji01,1966,1,SFN,NL,111,305,42,76,6,2,9,30,1,1,22,40,2,1,6,2,8 +davidte01,1966,1,CIN,NL,54,12,0,0,0,0,0,0,0,0,0,6,0,0,0,0,0 +davisbi01,1966,1,CLE,AL,23,38,2,6,1,0,1,4,0,0,6,9,0,0,0,1,1 +davisbr02,1966,1,HOU,NL,10,27,2,4,1,0,0,1,1,0,5,4,0,0,0,0,0 +davisro01,1966,1,HOU,NL,48,194,21,48,10,1,2,19,2,2,13,26,2,4,3,0,4 +davisto02,1966,1,LAN,NL,100,313,27,98,11,1,3,27,3,3,16,36,4,0,0,1,11 +daviswi02,1966,1,LAN,NL,153,624,74,177,31,6,11,61,21,10,15,68,2,4,5,5,4 +delahmi01,1966,1,ATL,NL,71,110,11,24,3,0,2,7,0,1,5,18,1,0,1,1,1 +demetdo01,1966,1,DET,AL,32,99,12,21,5,0,5,12,1,0,3,19,0,0,1,0,5 +demetdo01,1966,2,BOS,AL,73,226,31,66,13,1,9,29,1,0,5,42,1,1,2,4,3 +dennido01,1966,1,SLN,NL,38,12,0,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +dickepa01,1966,1,CLE,AL,2,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +dicksji01,1966,1,KC1,AL,24,4,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +dierkla01,1966,1,HOU,NL,29,67,6,10,2,0,1,4,0,0,2,21,0,0,2,0,3 +dietzdi01,1966,1,SFN,NL,13,23,1,1,0,0,0,0,0,0,0,9,0,1,0,0,1 +dobsoch01,1966,1,KC1,AL,14,26,1,3,0,0,0,3,0,0,0,6,0,0,2,0,1 +donaljo01,1966,1,KC1,AL,15,30,4,4,0,0,0,1,1,0,3,4,0,0,1,0,0 +dowlida01,1966,1,CHN,NL,1,2,0,0,0,0,0,0,0,0,0,2,0,0,2,0,0 +downial01,1966,1,NYA,AL,30,70,4,7,0,1,0,7,0,0,4,30,0,0,5,0,2 +drabomo01,1966,1,BAL,AL,44,22,3,8,2,0,0,4,0,0,1,6,0,1,1,0,0 +drysddo01,1966,1,LAN,NL,46,106,6,20,2,0,2,8,0,0,3,28,0,0,2,0,5 +duckwji01,1966,1,WS2,AL,5,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +duckwji01,1966,2,KC1,AL,8,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +earlear01,1966,1,CHN,NL,13,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +edgerbi01,1966,1,KC1,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +edwarjo01,1966,1,CIN,NL,98,282,24,54,8,0,6,39,1,3,31,42,8,0,3,3,6 +egandi02,1966,1,CAL,AL,11,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +eganto01,1966,1,CAL,AL,7,11,0,0,0,0,0,0,0,0,1,5,0,0,0,0,0 +eilerda01,1966,1,NYN,NL,23,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +eliale01,1966,1,CHA,AL,80,195,16,40,5,2,3,22,0,1,15,39,3,2,1,3,7 +elliola01,1966,1,NYN,NL,65,199,24,49,14,2,5,32,0,1,17,46,1,0,0,0,3 +ellissa01,1966,1,CIN,NL,43,70,3,8,1,0,0,1,0,0,4,28,0,0,9,0,1 +ellswdi01,1966,1,CHN,NL,38,90,7,14,0,1,0,5,0,0,4,36,0,1,5,0,0 +epstemi01,1966,1,BAL,AL,6,11,1,2,0,1,0,3,0,0,1,3,0,0,0,0,0 +estrach01,1966,1,CHN,NL,9,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +etchean01,1966,1,BAL,AL,121,412,49,91,14,6,11,50,0,1,38,106,12,5,0,3,12 +facero01,1966,1,PIT,NL,54,11,0,0,0,0,0,0,0,0,0,6,0,0,1,0,1 +fairlro01,1966,1,LAN,NL,117,351,53,101,20,0,14,61,3,2,52,38,4,2,1,3,9 +farretu01,1966,1,HOU,NL,32,48,2,7,0,0,1,3,0,0,0,16,0,0,1,0,0 +faulbi01,1966,1,CHN,NL,17,13,0,0,0,0,0,1,0,0,0,5,0,0,0,0,0 +fazioer01,1966,1,KC1,AL,27,34,3,7,0,1,0,2,1,0,4,10,2,0,0,0,0 +ferraal01,1966,1,LAN,NL,63,115,15,31,4,0,5,23,0,0,9,35,0,3,0,2,3 +ferrami01,1966,1,NYA,AL,10,28,4,5,0,0,0,0,0,0,3,3,0,1,0,0,1 +fischha01,1966,1,ATL,NL,14,13,0,0,0,0,0,0,0,0,0,5,0,0,2,0,1 +fischha01,1966,2,CIN,NL,11,11,1,1,0,0,0,1,0,0,0,3,0,0,0,0,1 +fischha01,1966,3,BOS,AL,6,9,0,2,0,0,0,0,0,0,1,4,0,0,0,0,0 +fisheed02,1966,1,CHA,AL,23,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +fisheed02,1966,2,BAL,AL,44,13,0,2,1,0,0,1,0,0,0,8,0,0,0,0,0 +fisheja01,1966,1,NYN,NL,38,67,2,6,2,0,0,0,0,0,7,26,0,0,6,0,0 +fitzmsh01,1966,1,NYN,NL,9,13,2,2,0,0,0,0,1,0,2,6,0,0,0,0,0 +floodcu01,1966,1,SLN,NL,160,626,64,167,21,5,10,78,14,7,26,50,0,4,7,4,11 +fordwh01,1966,1,NYA,AL,22,18,0,0,0,0,0,0,0,0,1,6,0,0,0,0,1 +foxte01,1966,1,DET,AL,4,3,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +foxte01,1966,2,PHI,NL,38,3,1,0,0,0,0,0,0,0,1,2,0,0,1,0,0 +foyjo01,1966,1,BOS,AL,151,554,97,145,23,8,15,63,2,5,91,80,2,2,5,6,14 +francti01,1966,1,SLN,NL,83,156,14,33,4,1,4,17,0,0,7,27,1,1,0,0,1 +freehbi01,1966,1,DET,AL,136,492,47,115,22,0,12,46,5,2,40,72,9,3,7,2,11 +freesge02,1966,1,CHA,AL,48,106,8,22,2,0,3,10,2,1,8,20,1,1,0,0,1 +freesge02,1966,2,HOU,NL,21,33,1,3,0,0,0,0,1,0,5,11,0,0,0,0,1 +fregoji01,1966,1,CAL,AL,162,611,78,154,32,7,13,67,17,8,67,89,1,2,10,6,12 +frencji01,1966,1,WS2,AL,10,24,0,5,1,0,0,3,0,1,4,5,0,0,0,0,0 +frienbo01,1966,1,NYA,AL,12,11,0,0,0,0,0,0,0,0,0,5,0,0,3,0,1 +frienbo01,1966,2,NYN,NL,22,29,1,1,0,0,0,1,0,0,0,17,0,0,5,0,0 +frymawo01,1966,1,PIT,NL,36,63,1,10,0,0,0,2,0,0,2,25,0,0,4,0,0 +fuentti01,1966,1,SFN,NL,133,541,63,141,21,3,9,40,6,3,9,57,1,3,10,1,6 +fulleve01,1966,1,CLE,AL,16,47,7,11,2,1,2,2,0,0,7,6,0,2,0,0,0 +gabrile02,1966,1,SFN,NL,94,240,27,52,7,0,4,16,0,1,21,51,3,0,4,2,2 +gagliph01,1966,1,SLN,NL,90,213,23,54,8,2,2,15,2,1,24,29,1,1,2,2,6 +gainejo01,1966,1,HOU,NL,11,13,4,1,1,0,0,0,0,0,3,5,0,0,0,0,0 +gardnro01,1966,1,NYN,NL,43,41,1,7,1,0,0,1,0,0,0,12,0,0,1,0,0 +garibbo01,1966,1,SFN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +garread01,1966,1,ATL,NL,4,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +geigega01,1966,1,ATL,NL,78,126,23,33,5,3,4,10,0,1,21,29,1,1,1,2,1 +gentiji01,1966,1,HOU,NL,49,144,16,35,6,1,7,18,0,0,21,39,3,4,1,0,3 +gentiji01,1966,2,CLE,AL,33,47,2,6,1,0,2,4,0,0,5,18,1,0,0,0,1 +gibbojo01,1966,1,SFN,NL,37,15,1,3,0,0,0,1,0,0,1,6,0,0,0,0,0 +gibbsja01,1966,1,NYA,AL,62,182,19,47,6,0,3,20,5,2,19,16,2,0,0,1,6 +gibsobo01,1966,1,SLN,NL,46,100,11,20,4,0,1,8,3,2,3,35,0,0,7,1,0 +gilliji01,1966,1,LAN,NL,88,235,30,51,9,0,1,16,2,1,34,17,3,0,3,1,5 +giustda01,1966,1,HOU,NL,41,74,5,17,6,0,0,9,0,0,3,24,0,0,6,0,0 +gladdfr01,1966,1,DET,AL,51,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +gondeje01,1966,1,PIT,NL,59,160,13,36,3,1,7,16,0,0,12,39,7,2,0,0,6 +gonzape01,1966,1,CLE,AL,110,352,21,82,9,2,2,17,8,5,15,54,1,2,4,1,5 +gonzato01,1966,1,PHI,NL,132,384,53,110,20,4,6,40,2,6,26,60,1,3,1,2,5 +goossgr01,1966,1,NYN,NL,13,32,1,6,2,0,1,5,0,0,1,11,0,1,0,0,3 +gosgeji01,1966,1,BOS,AL,40,126,16,32,4,0,5,17,0,1,15,20,0,0,2,0,1 +gosgeji01,1966,2,KC1,AL,88,272,34,61,14,1,5,27,5,3,37,53,1,2,3,1,2 +gotayju01,1966,1,HOU,NL,4,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grahabi02,1966,1,DET,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grantmu01,1966,1,MIN,AL,35,78,5,15,5,0,0,10,0,0,3,23,0,0,10,1,3 +greenda02,1966,1,NYN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +greendi01,1966,1,KC1,AL,140,507,58,127,24,3,9,62,6,1,27,101,4,7,4,2,11 +greenle01,1966,1,BOS,AL,85,133,18,32,6,0,1,12,0,1,15,19,1,2,3,1,7 +griffde01,1966,1,LAN,NL,23,15,3,1,0,0,0,2,0,0,2,3,2,0,1,0,0 +grillgu01,1966,1,BOS,AL,6,2,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +grillgu01,1966,2,KC1,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +groatdi01,1966,1,PHI,NL,155,584,58,152,21,4,2,53,2,1,40,38,6,5,7,4,20 +groteje01,1966,1,NYN,NL,120,317,26,75,12,2,3,31,4,3,40,81,8,3,3,1,9 +grzenjo01,1966,1,KC1,AL,21,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +halldi01,1966,1,BAL,AL,32,12,0,2,0,0,0,2,0,0,0,5,0,1,4,0,0 +halleto01,1966,1,SFN,NL,142,471,74,113,19,2,27,67,1,3,53,74,11,6,3,3,10 +hallji02,1966,1,MIN,AL,120,356,52,85,7,4,20,47,1,2,33,66,5,0,0,2,14 +hamilja01,1966,1,NYN,NL,57,38,2,5,0,0,0,0,0,0,1,13,0,0,1,0,1 +hamilst01,1966,1,NYA,AL,44,19,1,1,0,0,0,1,0,0,0,2,0,0,2,0,0 +hamlike01,1966,1,WS2,AL,66,158,13,34,7,1,1,16,1,0,13,21,1,0,4,5,7 +handrve01,1966,1,KC1,AL,16,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +handsbi01,1966,1,CHN,NL,41,49,2,2,1,0,0,1,0,0,3,23,0,0,4,0,0 +haneyla01,1966,1,BAL,AL,20,56,3,9,1,0,1,3,0,0,1,15,0,1,0,0,0 +hannaji01,1966,1,WS2,AL,30,30,3,2,0,0,0,0,0,0,2,12,0,0,2,0,0 +hansero02,1966,1,CHA,AL,23,74,3,13,1,0,0,4,0,1,15,10,3,1,5,0,0 +hargast01,1966,1,CLE,AL,38,58,2,7,0,0,0,4,0,0,2,23,0,0,3,0,0 +harpeto01,1966,1,CIN,NL,149,553,85,154,22,5,5,31,29,10,57,85,4,3,6,2,7 +harrebu01,1966,1,NYN,NL,33,99,20,22,2,4,0,4,7,3,13,23,1,0,1,0,1 +harreke01,1966,1,KC1,AL,63,210,24,47,5,0,5,22,9,2,27,59,3,0,1,0,3 +harreke01,1966,2,WS2,AL,71,250,25,62,8,1,7,28,4,1,26,53,2,1,4,0,8 +harrich02,1966,1,HOU,NL,119,434,52,111,23,2,9,52,2,0,37,69,4,2,3,1,12 +hartech01,1966,1,CHN,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hartji01,1966,1,SFN,NL,156,578,88,165,23,4,33,93,2,5,48,75,6,4,2,4,23 +heathbi01,1966,1,HOU,NL,55,123,12,37,6,0,0,8,1,0,9,11,1,1,0,0,4 +heffnbo01,1966,1,CLE,AL,5,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +heganmi01,1966,1,NYA,AL,13,39,7,8,0,1,0,2,1,1,7,11,0,0,2,0,2 +heldwo01,1966,1,BAL,AL,56,82,6,17,3,1,1,7,0,0,12,30,0,0,1,0,0 +helmsto01,1966,1,CIN,NL,138,542,72,154,23,1,9,49,3,4,24,31,2,2,7,3,16 +hendeke01,1966,1,SFN,NL,11,29,4,9,1,1,1,1,0,0,2,3,0,1,0,0,0 +hendlbo01,1966,1,CHN,NL,43,18,2,3,1,0,0,2,0,0,2,8,0,0,0,0,0 +henrybi01,1966,1,SFN,NL,35,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +henrybi02,1966,1,NYA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +heplebi01,1966,1,NYN,NL,37,14,0,3,0,0,0,0,0,0,0,7,0,0,1,0,0 +herbera01,1966,1,PHI,NL,23,13,0,1,0,0,0,0,0,0,1,7,0,0,0,0,0 +herbero01,1966,1,SFN,NL,32,38,0,1,0,0,0,1,0,0,1,24,0,0,0,0,0 +hernaja01,1966,1,CAL,AL,58,23,19,1,0,0,0,2,1,1,1,4,0,0,1,1,0 +herrnjo01,1966,1,PHI,NL,4,10,0,1,0,0,0,1,0,0,0,7,0,0,0,0,0 +herrnjo01,1966,2,CHN,NL,9,17,3,3,0,0,0,0,0,0,3,8,0,0,0,0,0 +herrnjo01,1966,3,ATL,NL,17,18,2,4,0,0,0,1,0,0,0,7,0,0,0,0,0 +hershmi01,1966,1,KC1,AL,146,538,55,136,27,7,2,57,13,5,47,37,3,3,4,7,14 +hiattja01,1966,1,SFN,NL,18,23,2,7,2,0,0,1,0,0,4,5,0,0,1,0,0 +hickmje01,1966,1,KC1,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hickmji02,1966,1,NYN,NL,58,160,15,38,7,0,4,16,2,1,13,34,0,1,0,0,4 +hicksji01,1966,1,CHA,AL,18,26,3,5,0,1,0,1,0,0,1,5,0,0,1,0,1 +higgide01,1966,1,CHA,AL,42,17,1,3,0,0,0,1,0,0,1,4,0,0,0,0,0 +hillech01,1966,1,NYN,NL,108,254,25,71,8,2,2,14,0,0,15,22,0,5,1,0,2 +hillejo01,1966,1,DET,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hintoch01,1966,1,CLE,AL,123,348,46,89,9,3,12,50,10,6,35,66,2,1,2,3,7 +hippahe01,1966,1,ATL,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hoeftbi01,1966,1,CHN,NL,36,4,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +hoeftbi01,1966,2,SFN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hoernjo01,1966,1,SLN,NL,57,8,1,1,0,0,1,3,0,0,0,5,0,0,3,0,0 +holtzke01,1966,1,CHN,NL,34,73,2,9,1,0,0,2,0,0,1,25,0,0,6,0,2 +horlejo01,1966,1,CHA,AL,64,60,6,4,0,0,0,1,1,0,2,12,0,0,4,1,1 +hortoto01,1966,1,BOS,AL,6,22,0,3,0,0,0,2,0,0,0,5,0,0,1,0,2 +hortowi01,1966,1,DET,AL,146,526,72,138,22,6,27,100,1,1,44,103,4,3,2,3,11 +howarbr01,1966,1,CHA,AL,27,43,2,3,1,0,0,2,0,1,5,13,0,1,2,1,0 +howarel01,1966,1,NYA,AL,126,410,38,105,19,2,6,35,0,0,37,65,9,1,0,3,12 +howarfr01,1966,1,WS2,AL,146,493,52,137,19,4,18,71,1,1,53,104,6,1,0,2,14 +howsedi01,1966,1,CLE,AL,67,140,18,32,9,1,2,4,2,4,15,23,0,0,4,2,4 +hughedi01,1966,1,SLN,NL,6,5,0,2,0,0,0,0,0,0,0,0,0,0,1,0,1 +humphbo01,1966,1,WS2,AL,58,12,0,2,0,0,0,0,0,0,4,5,0,0,5,0,0 +hundlra01,1966,1,CHN,NL,149,526,50,124,22,3,19,63,1,3,35,113,3,3,10,5,11 +hunteca01,1966,1,KC1,AL,30,59,5,9,1,1,0,4,1,0,3,21,0,0,3,0,0 +huntro01,1966,1,NYN,NL,132,479,63,138,19,2,3,33,8,10,41,34,2,11,10,2,10 +huttoto01,1966,1,LAN,NL,3,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jacksal01,1966,1,SLN,NL,51,74,6,13,4,1,0,5,2,0,3,30,0,1,5,1,0 +jacksgr01,1966,1,PHI,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jacksla01,1966,1,CHN,NL,3,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +jacksla01,1966,2,PHI,NL,36,89,9,13,2,0,1,6,2,0,3,32,0,0,5,0,0 +jacksso01,1966,1,HOU,NL,150,596,80,174,6,5,3,25,49,14,42,53,0,3,27,2,9 +jarvipa01,1966,1,ATL,NL,10,22,1,0,0,0,0,1,0,0,1,14,0,0,1,0,0 +jastela01,1966,1,SLN,NL,26,45,4,8,0,0,1,3,0,0,2,8,0,0,2,1,0 +javieju01,1966,1,SLN,NL,147,460,52,105,13,5,7,31,11,5,26,63,2,1,5,4,7 +jayjo01,1966,1,CIN,NL,12,26,2,3,0,0,0,0,0,0,2,13,0,0,2,0,0 +jayjo01,1966,2,ATL,NL,9,8,0,1,1,0,0,2,0,0,0,3,0,0,0,0,0 +jenkife01,1966,1,PHI,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jenkife01,1966,2,CHN,NL,60,51,6,7,0,1,1,2,0,0,3,25,0,0,3,0,0 +jimenma01,1966,1,KC1,AL,13,35,1,4,0,1,0,1,0,0,6,4,0,0,0,0,1 +johnsal01,1966,1,SLN,NL,25,86,7,16,0,1,2,6,1,1,5,18,1,0,0,0,4 +johnsbo02,1966,1,BAL,AL,71,157,13,34,5,0,1,10,0,1,12,24,1,1,4,0,4 +johnsda02,1966,1,BAL,AL,131,501,47,129,20,3,7,56,3,4,31,64,3,1,1,7,8 +johnsde01,1966,1,CIN,NL,142,505,75,130,25,3,24,81,1,2,39,87,5,2,1,7,13 +johnsfr03,1966,1,SFN,NL,15,32,2,7,0,0,0,0,0,1,2,7,0,0,1,0,0 +johnsja01,1966,1,CAL,AL,61,254,35,67,12,4,3,17,3,3,11,36,1,1,2,0,3 +johnske02,1966,1,ATL,NL,32,70,3,10,2,1,1,2,0,0,1,28,0,0,10,0,1 +johnslo01,1966,1,LAN,NL,152,526,71,143,20,2,17,73,8,10,21,75,4,14,9,2,16 +johnto01,1966,1,CHA,AL,34,69,6,10,1,0,2,8,0,0,3,21,0,0,4,0,1 +jonescl01,1966,1,NYN,NL,139,495,74,136,16,4,8,57,16,8,30,62,2,3,5,4,13 +jonesda03,1966,1,BOS,AL,115,252,26,59,11,5,4,23,1,2,22,27,4,3,0,0,5 +jonesde02,1966,1,CHA,AL,5,5,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0 +jonesma01,1966,1,ATL,NL,118,417,60,110,14,1,23,66,16,10,39,85,4,8,2,4,7 +josepdu01,1966,1,CHA,AL,11,38,3,9,1,0,0,3,0,0,3,3,0,0,0,0,2 +kaatji01,1966,1,MIN,AL,47,118,12,23,2,1,2,13,0,0,5,41,0,0,1,0,1 +kalinal01,1966,1,DET,AL,142,479,85,138,29,1,29,88,5,5,81,66,7,5,1,6,7 +kaskoed01,1966,1,BOS,AL,58,136,11,29,7,0,1,12,1,0,15,19,0,0,1,0,5 +kelledi01,1966,1,ATL,NL,20,28,0,1,0,0,0,0,0,0,0,17,0,0,1,0,0 +kellero01,1966,1,MIN,AL,3,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kelleto01,1966,1,CLE,AL,31,28,2,4,0,0,0,3,0,0,0,19,0,0,0,0,0 +kelsobi01,1966,1,CAL,AL,5,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kennejo03,1966,1,LAN,NL,125,274,15,55,9,2,3,24,1,2,10,64,1,5,4,1,5 +kenwodi01,1966,1,CHA,AL,9,25,1,5,0,0,0,0,0,0,0,0,0,0,0,0,0 +keougma01,1966,1,ATL,NL,17,17,1,1,0,0,0,1,0,0,1,6,0,0,0,0,0 +keougma01,1966,2,CHN,NL,33,26,3,6,1,0,0,5,1,0,5,9,0,1,0,0,0 +kernege01,1966,1,SLN,NL,20,50,5,12,0,1,0,3,1,0,4,9,0,1,0,0,1 +kessido01,1966,1,CHN,NL,150,533,50,146,8,2,1,43,13,7,26,46,5,0,15,4,11 +killeha01,1966,1,MIN,AL,162,569,89,160,27,1,39,110,0,2,103,98,18,2,0,3,12 +kingji01,1966,1,WS2,AL,117,310,41,77,14,2,10,30,4,0,38,41,2,0,1,1,10 +kirklwi01,1966,1,WS2,AL,124,163,21,31,2,1,6,17,2,0,16,50,3,0,2,1,3 +kirkped01,1966,1,CAL,AL,117,312,31,60,7,4,9,44,7,4,51,67,8,5,6,3,4 +klagefr01,1966,1,CHA,AL,3,6,1,3,0,0,0,1,0,0,0,2,0,0,0,0,0 +klimclo01,1966,1,NYN,NL,5,5,0,0,0,0,0,0,0,0,0,3,0,0,0,0,1 +klinero01,1966,1,WS2,AL,63,6,1,1,0,0,0,1,0,0,1,4,0,0,0,0,0 +klippjo01,1966,1,MIN,AL,26,3,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +knoopbo01,1966,1,CAL,AL,161,590,54,137,18,11,17,72,1,5,43,144,8,1,9,7,14 +knowlda01,1966,1,PHI,NL,69,16,0,4,0,0,0,2,0,0,0,3,0,0,0,0,0 +kooncca01,1966,1,CHN,NL,45,23,2,3,1,0,0,1,0,0,3,9,0,0,3,0,0 +kopacge01,1966,1,ATL,NL,6,9,1,0,0,0,0,0,0,0,1,5,0,0,0,0,0 +kopliho01,1966,1,WS2,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +koringe01,1966,1,DET,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +koscoan01,1966,1,MIN,AL,57,158,11,35,5,0,2,13,0,1,7,31,1,0,3,2,4 +koufasa01,1966,1,LAN,NL,41,118,5,9,3,0,0,5,0,0,5,57,0,0,0,1,1 +kralija01,1966,1,CLE,AL,27,13,0,1,0,0,0,0,0,0,0,4,0,0,1,0,0 +kraneed01,1966,1,NYN,NL,146,464,51,118,15,2,16,57,1,1,41,66,9,3,0,4,5 +krausle02,1966,1,KC1,AL,40,52,5,8,1,0,0,3,0,0,3,24,0,1,6,1,1 +kreutfr01,1966,1,WS2,AL,9,8,0,2,0,0,0,0,0,0,0,6,0,0,0,0,0 +krollga01,1966,1,HOU,NL,10,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +krugch01,1966,1,CHN,NL,11,28,1,6,1,0,0,1,0,0,1,8,0,0,0,0,1 +kuennha01,1966,1,CHN,NL,3,3,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +kuennha01,1966,2,PHI,NL,86,159,15,47,9,0,0,15,0,0,10,16,1,0,5,2,5 +lachere01,1966,1,KC1,AL,7,5,0,1,1,0,0,0,0,0,0,1,0,0,0,0,1 +lamabja01,1966,1,CHA,AL,34,35,2,2,0,0,0,0,0,0,1,16,0,0,4,0,0 +landiji01,1966,1,CLE,AL,85,158,23,35,5,1,3,14,2,1,20,25,1,2,0,0,2 +landrdo01,1966,1,SFN,NL,72,102,9,19,4,0,1,7,1,1,9,18,0,1,0,0,2 +lanieha01,1966,1,SFN,NL,149,459,37,106,14,2,3,37,1,0,16,49,7,0,8,1,20 +latmaba01,1966,1,HOU,NL,31,26,1,4,0,0,0,1,0,0,2,8,0,0,0,0,1 +lauch01,1966,1,BAL,AL,18,12,1,6,2,1,0,5,0,0,4,1,0,0,0,1,0 +lawve01,1966,1,PIT,NL,34,66,11,16,3,0,1,3,0,0,3,11,0,0,4,0,2 +leebo01,1966,1,CAL,AL,61,11,1,0,0,0,0,0,0,0,3,8,0,0,3,0,0 +leedo01,1966,1,HOU,NL,9,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +leedo01,1966,2,CHN,NL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lefebji01,1966,1,LAN,NL,152,544,69,149,23,3,24,74,1,1,48,72,6,3,10,5,10 +lemasde01,1966,1,ATL,NL,27,59,5,7,1,1,0,5,0,0,3,21,0,0,4,0,0 +lewisjo01,1966,1,NYN,NL,65,166,21,32,6,1,5,20,2,0,21,43,0,0,0,1,1 +lillibo01,1966,1,HOU,NL,68,164,14,38,6,0,0,11,1,1,7,4,0,0,5,2,10 +lindbpa01,1966,1,KC1,AL,38,34,0,5,2,0,0,0,0,0,1,10,0,0,1,0,0 +linesdi01,1966,1,WS2,AL,53,10,0,0,0,0,0,0,0,0,0,6,0,0,2,0,0 +linzph01,1966,1,PHI,NL,40,70,4,14,3,0,0,6,0,0,2,14,0,0,0,0,5 +linzyfr01,1966,1,SFN,NL,51,20,0,3,0,1,0,1,0,0,0,3,0,0,3,0,0 +lockdo01,1966,1,WS2,AL,138,386,52,90,13,1,16,48,2,6,57,126,5,2,0,2,9 +lockebo02,1966,1,CHA,AL,56,16,3,4,0,0,0,0,0,0,2,7,0,0,0,0,0 +lolicmi01,1966,1,DET,AL,40,64,12,9,0,1,0,3,0,0,7,28,0,0,2,0,2 +lonboji01,1966,1,BOS,AL,46,54,5,5,2,1,0,0,0,0,2,23,0,0,6,0,0 +lopezhe01,1966,1,NYA,AL,54,117,14,25,4,1,4,16,0,0,8,20,0,1,2,1,4 +lopezma01,1966,1,CAL,AL,55,58,10,11,2,0,0,2,0,1,3,27,0,0,3,0,0 +lopezra01,1966,1,CAL,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lumpeje01,1966,1,DET,AL,113,385,30,89,14,3,1,26,0,3,24,44,1,0,7,2,3 +luploal01,1966,1,NYN,NL,111,334,31,84,9,1,7,31,2,6,38,46,3,2,2,1,10 +lynchje01,1966,1,PIT,NL,64,56,5,12,1,0,1,6,0,0,4,10,1,0,0,0,1 +magripe01,1966,1,BOS,AL,3,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +mahafar01,1966,1,SLN,NL,12,7,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +malonji01,1966,1,CIN,NL,35,81,8,18,5,0,0,5,0,0,4,15,0,0,3,0,2 +malzofr01,1966,1,CAL,AL,82,155,6,32,5,0,2,12,0,0,10,11,1,0,0,1,4 +mantife01,1966,1,HOU,NL,77,151,16,33,5,0,6,22,1,0,11,32,0,2,1,1,6 +mantlmi01,1966,1,NYA,AL,108,333,40,96,12,1,23,56,1,1,57,76,5,0,0,3,9 +maricju01,1966,1,SFN,NL,37,112,10,28,5,0,1,15,0,0,2,24,0,0,5,0,3 +marisro01,1966,1,NYA,AL,119,348,37,81,9,2,13,43,0,0,36,60,3,3,0,4,8 +martijc01,1966,1,CHA,AL,67,157,13,40,5,3,2,20,0,0,14,24,6,1,1,2,4 +martito01,1966,1,CLE,AL,17,17,2,5,0,0,0,0,1,1,1,6,0,0,0,0,0 +masondo01,1966,1,SFN,NL,42,25,8,3,0,0,1,1,0,1,0,2,0,0,1,0,0 +matheed01,1966,1,ATL,NL,134,452,72,113,21,4,16,53,1,1,63,82,6,0,1,1,6 +maxvida01,1966,1,SLN,NL,134,394,25,96,14,3,0,24,3,0,37,61,9,2,6,0,11 +mayele01,1966,1,HOU,NL,115,358,38,103,12,4,9,36,4,3,20,26,5,0,2,3,6 +mayje01,1966,1,PIT,NL,42,52,6,13,4,0,1,2,0,1,2,15,1,1,1,0,0 +mayle01,1966,1,CIN,NL,25,75,14,25,5,1,2,10,0,1,0,14,0,0,0,0,1 +mayswi01,1966,1,SFN,NL,152,552,99,159,29,4,37,103,5,1,70,81,11,2,1,4,13 +mazerbi01,1966,1,PIT,NL,162,621,56,163,22,7,16,82,4,3,31,62,9,1,2,5,16 +mcauldi01,1966,1,DET,AL,124,430,83,118,16,8,23,56,5,7,66,80,2,3,4,3,7 +mcbeaal01,1966,1,PIT,NL,50,10,3,1,0,0,0,0,0,0,0,6,0,0,0,0,0 +mccarti01,1966,1,SLN,NL,150,543,50,149,19,13,12,68,9,6,36,38,10,2,0,5,10 +mccoobi01,1966,1,CIN,NL,57,18,1,3,0,0,0,0,0,0,1,7,0,0,0,0,0 +mccormi03,1966,1,WS2,AL,41,66,5,14,0,0,2,5,0,0,3,23,0,0,5,0,0 +mccovwi01,1966,1,SFN,NL,150,502,85,148,26,6,36,96,2,1,76,100,10,6,0,4,8 +mccrato01,1966,1,CHA,AL,151,389,49,89,16,4,5,48,20,11,29,40,7,5,10,4,5 +mcdanli01,1966,1,SFN,NL,64,22,1,2,0,0,0,0,0,0,0,10,0,0,4,0,0 +mcdowsa01,1966,1,CLE,AL,36,60,2,12,0,1,0,1,0,0,1,27,0,0,3,1,0 +mcfaror01,1966,1,DET,AL,49,138,16,35,7,0,5,13,0,0,9,46,1,1,0,0,2 +mcgloji01,1966,1,CAL,AL,19,17,0,1,0,1,0,0,0,0,2,10,0,0,1,0,0 +mcgratu01,1966,1,NYN,NL,15,17,3,4,0,0,0,0,0,0,1,1,0,0,2,0,1 +mclaide01,1966,1,DET,AL,38,93,10,17,2,0,0,5,1,0,5,39,0,0,5,0,3 +mcmahdo02,1966,1,CLE,AL,12,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +mcmahdo02,1966,2,BOS,AL,49,11,0,1,1,0,0,1,0,0,1,6,0,0,0,0,0 +mcmilro01,1966,1,NYN,NL,76,220,24,47,9,1,1,12,1,1,20,25,3,2,3,1,4 +mcmulke01,1966,1,WS2,AL,147,524,48,122,19,4,13,54,3,1,44,89,1,0,7,6,16 +mcnalda01,1966,1,BAL,AL,34,77,6,15,5,0,0,3,0,0,2,27,0,0,4,0,0 +mcnerje01,1966,1,CHA,AL,44,59,3,13,0,0,0,1,1,1,7,6,0,0,5,0,3 +menkede01,1966,1,ATL,NL,138,454,55,114,20,4,15,60,0,7,71,87,8,6,7,7,9 +merriji01,1966,1,MIN,AL,31,39,2,4,1,0,0,1,0,0,4,16,0,0,2,1,1 +michage01,1966,1,PIT,NL,30,33,9,5,2,1,0,2,0,0,0,7,0,0,0,0,1 +mikkepe01,1966,1,PIT,NL,71,20,2,3,0,0,0,0,0,0,1,13,0,0,2,0,0 +millafe01,1966,1,ATL,NL,37,91,20,25,6,0,0,5,3,1,2,6,2,0,0,0,3 +millebo04,1966,1,LAN,NL,46,13,0,1,0,0,0,1,0,0,0,4,0,0,2,0,1 +millejo03,1966,1,BAL,AL,23,34,3,4,0,0,0,1,0,0,0,11,0,0,4,0,0 +millejo04,1966,1,NYA,AL,6,23,1,2,0,0,1,2,0,0,0,9,0,0,0,0,0 +millela01,1966,1,NYN,NL,4,2,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +milleno01,1966,1,HOU,NL,11,34,1,5,0,0,1,3,0,0,2,8,1,0,0,0,0 +millest01,1966,1,BAL,AL,51,19,2,2,0,0,0,3,0,0,0,8,0,0,2,0,0 +minchdo01,1966,1,MIN,AL,139,431,53,108,30,0,14,62,3,2,58,68,9,2,3,3,13 +mittege01,1966,1,MIN,AL,3,5,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +moelljo01,1966,1,LAN,NL,29,12,1,2,0,0,0,0,0,0,2,5,0,0,3,0,1 +monbobi01,1966,1,DET,AL,30,26,0,4,0,0,0,1,1,0,1,14,0,0,4,0,0 +mondari01,1966,1,KC1,AL,17,41,4,4,1,1,0,2,1,1,6,16,0,0,0,0,0 +montawi01,1966,1,CAL,AL,8,2,2,0,0,0,0,0,1,0,0,2,0,0,0,0,0 +monteau01,1966,1,KC1,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +monteau01,1966,2,HOU,NL,10,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mooreba01,1966,1,WS2,AL,12,19,2,2,0,0,0,1,0,0,0,4,0,0,1,0,1 +morehda01,1966,1,BOS,AL,12,6,1,3,0,0,0,0,0,0,0,0,0,0,0,0,0 +morgajo02,1966,1,HOU,NL,122,425,60,121,14,8,5,42,11,8,89,43,3,3,9,2,2 +morrijo06,1966,1,PHI,NL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mortobu01,1966,1,CAL,AL,15,50,4,11,1,0,0,4,1,1,2,6,0,0,2,0,1 +motama01,1966,1,PIT,NL,116,322,54,107,16,7,5,46,7,7,25,28,1,4,4,4,7 +murcebo01,1966,1,NYA,AL,21,69,3,12,1,1,0,5,2,2,4,5,0,0,0,0,0 +murphbi01,1966,1,NYN,NL,84,135,15,31,4,1,3,13,1,2,7,34,0,1,2,1,3 +napolda01,1966,1,NYN,NL,12,33,2,7,2,0,0,0,0,1,1,10,0,0,0,0,1 +narumbu01,1966,1,WS2,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nashji01,1966,1,KC1,AL,18,49,2,5,3,0,0,3,0,0,0,26,0,0,3,0,0 +navarju01,1966,1,DET,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nendi01,1966,1,WS2,AL,94,235,20,50,8,0,6,30,0,2,28,46,2,0,1,2,9 +newmafr01,1966,1,CAL,AL,21,30,0,6,0,0,0,3,1,0,2,8,0,0,3,0,0 +nichoda01,1966,1,HOU,NL,100,280,36,69,8,4,10,31,1,1,46,92,6,3,2,2,0 +niekrph01,1966,1,ATL,NL,28,8,0,0,0,0,0,0,0,0,0,6,0,0,3,0,0 +nixonru01,1966,1,MIN,AL,51,96,5,25,2,1,0,7,0,0,7,13,3,1,1,1,2 +normafr01,1966,1,CHN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +northji01,1966,1,DET,AL,123,419,53,111,24,6,16,58,4,7,33,52,4,4,2,3,17 +nossejo01,1966,1,MIN,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nossejo01,1966,2,KC1,AL,87,230,13,60,10,3,1,27,4,2,8,21,1,0,2,1,7 +nottedo01,1966,1,CIN,NL,59,24,2,4,0,0,0,0,0,0,1,7,0,0,1,0,0 +nuxhajo01,1966,1,CIN,NL,35,40,2,4,1,0,0,2,0,0,0,14,0,0,1,0,1 +nyeri01,1966,1,CHN,NL,3,4,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +odellbi01,1966,1,ATL,NL,26,8,1,2,0,0,0,1,0,0,0,3,0,0,0,0,0 +odellbi01,1966,2,PIT,NL,37,16,1,1,0,0,0,1,0,0,1,5,0,0,0,0,0 +odombl01,1966,1,KC1,AL,17,31,1,3,0,0,0,2,0,0,3,16,0,0,1,0,0 +odonojo01,1966,1,CLE,AL,32,33,2,5,1,0,0,1,0,0,0,9,0,0,0,0,0 +olivato01,1966,1,MIN,AL,159,622,99,191,32,7,25,87,13,7,42,72,10,5,2,6,16 +olivege01,1966,1,ATL,NL,76,191,19,37,9,1,8,24,2,0,16,43,3,0,1,1,3 +olivena01,1966,1,LAN,NL,80,119,17,23,2,0,0,3,3,3,13,17,2,1,4,1,4 +olivoch01,1966,1,ATL,NL,47,9,1,1,0,0,0,1,0,0,0,1,0,0,0,0,0 +ollomji01,1966,1,MIN,AL,3,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +orsinjo01,1966,1,WS2,AL,14,23,1,4,1,0,0,0,0,0,0,7,0,0,0,0,0 +ortegph01,1966,1,WS2,AL,33,54,3,3,0,0,0,2,0,0,6,20,0,0,8,1,1 +osinsda01,1966,1,BOS,AL,44,6,0,2,0,0,0,1,0,0,0,1,0,0,0,0,0 +osteecl01,1966,1,LAN,NL,39,76,8,16,1,2,1,6,1,1,5,18,0,0,2,0,1 +osteeda01,1966,1,CIN,NL,16,2,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +otoolji01,1966,1,CIN,NL,25,47,1,6,1,0,0,1,0,0,1,19,0,0,1,0,0 +owensji01,1966,1,HOU,NL,40,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +oylerra01,1966,1,DET,AL,71,210,16,36,8,3,1,9,0,0,23,62,4,3,1,0,6 +paganjo01,1966,1,PIT,NL,109,368,44,97,15,6,4,54,0,2,13,38,3,4,1,5,9 +pagliji01,1966,1,PIT,NL,123,374,37,88,20,0,11,49,0,5,50,71,9,4,3,4,5 +palmeji01,1966,1,BAL,AL,36,73,11,7,1,0,1,5,0,0,3,33,0,0,2,0,0 +pappami01,1966,1,CIN,NL,36,75,6,8,0,1,1,4,0,0,2,38,0,1,3,1,1 +parkewe01,1966,1,LAN,NL,156,475,67,120,17,5,12,51,7,3,69,83,9,5,12,3,12 +pascuca02,1966,1,MIN,AL,21,37,3,8,1,0,0,1,0,0,0,5,0,1,1,0,3 +pavledo01,1966,1,CIN,NL,83,235,29,69,13,2,12,38,1,0,18,37,3,1,0,2,5 +pearsal02,1966,1,CAL,AL,2,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +penaor01,1966,1,DET,AL,54,18,0,2,0,0,0,0,0,0,0,9,0,0,2,0,0 +penaro01,1966,1,CHN,NL,6,17,0,3,2,0,0,1,0,0,0,4,0,0,0,0,0 +pepitjo01,1966,1,NYA,AL,152,585,85,149,21,4,31,83,4,3,29,58,6,2,0,5,14 +peppedo01,1966,1,DET,AL,4,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +perezto01,1966,1,CIN,NL,99,257,25,68,10,4,4,39,1,0,14,44,2,2,2,3,12 +perraro01,1966,1,LAN,NL,55,8,1,2,1,1,0,1,0,0,0,5,0,0,1,0,0 +perryga01,1966,1,SFN,NL,36,86,4,16,1,0,0,2,0,0,1,25,0,0,6,0,0 +perryji01,1966,1,MIN,AL,33,59,5,13,4,0,1,7,0,0,5,18,0,1,2,1,0 +peterca01,1966,1,SFN,NL,89,190,13,45,6,1,2,19,2,0,11,32,1,1,0,2,9 +peterfr01,1966,1,NYA,AL,34,67,4,15,5,0,0,0,0,0,2,19,0,0,8,0,0 +peterga01,1966,1,CHA,AL,38,81,12,19,3,2,1,9,0,0,0,19,0,0,3,0,1 +petrori01,1966,1,BOS,AL,139,522,58,124,20,1,18,59,1,1,41,99,2,3,2,4,8 +phillad01,1966,1,PHI,NL,2,3,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +phillad01,1966,2,CHN,NL,116,416,68,109,29,1,16,36,32,15,43,135,3,12,2,0,6 +philldi01,1966,1,WS2,AL,25,37,3,6,0,0,0,4,0,0,2,5,1,1,0,0,2 +phoebto01,1966,1,BAL,AL,3,6,1,1,0,0,0,0,0,0,1,3,0,0,1,0,0 +pichero01,1966,1,SLN,NL,20,4,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +piersji01,1966,1,CAL,AL,75,123,14,26,5,0,0,14,1,2,13,19,0,0,6,2,8 +pinsova01,1966,1,CIN,NL,156,618,70,178,35,6,16,76,18,10,33,83,6,5,7,6,10 +pizarju01,1966,1,CHA,AL,34,26,2,4,1,0,0,2,0,0,1,5,0,0,3,1,0 +pleisbi01,1966,1,MIN,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +podrejo01,1966,1,LAN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +podrejo01,1966,2,DET,AL,36,30,5,7,3,0,0,2,0,0,2,5,0,0,0,0,2 +pointaa01,1966,1,HOU,NL,11,26,5,9,1,0,1,5,1,1,5,6,0,1,0,0,0 +popovpa01,1966,1,CHN,NL,2,6,0,0,0,0,0,0,0,0,0,2,0,0,0,0,1 +powelbo01,1966,1,BAL,AL,140,491,78,141,18,0,34,109,0,4,67,125,9,1,3,3,8 +priddbo01,1966,1,SFN,NL,39,17,0,3,0,0,0,0,0,0,0,7,0,1,0,0,0 +purkebo01,1966,1,PIT,NL,11,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +queenme02,1966,1,CIN,NL,56,55,4,7,1,0,0,5,0,0,10,12,1,0,1,3,1 +radatdi01,1966,1,BOS,AL,16,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +radatdi01,1966,2,CLE,AL,39,9,0,1,0,0,0,0,0,0,0,7,0,0,0,0,0 +ramospe01,1966,1,NYA,AL,52,13,0,2,0,0,0,0,0,0,0,8,0,0,0,0,0 +raudmbo01,1966,1,CHN,NL,8,29,1,7,2,0,0,2,0,0,1,4,0,0,0,0,1 +rayji01,1966,1,HOU,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +raymocl01,1966,1,HOU,NL,62,9,1,1,0,0,0,0,0,0,0,5,0,0,1,0,0 +reedho01,1966,1,LAN,NL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +reedho01,1966,2,CAL,AL,19,6,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +reedro01,1966,1,ATL,NL,2,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +reeseri01,1966,1,MIN,AL,3,2,0,0,0,0,0,0,0,0,1,2,0,0,0,0,0 +reganph01,1966,1,LAN,NL,65,21,2,3,0,0,0,0,0,0,3,4,0,0,2,0,0 +reichri01,1966,1,CAL,AL,89,319,48,92,5,4,16,44,8,4,27,61,3,13,1,1,6 +renifha01,1966,1,NYA,AL,56,14,1,4,0,0,0,2,0,0,0,8,0,0,2,0,0 +repozro01,1966,1,NYA,AL,37,43,4,15,4,1,0,9,0,0,4,8,0,0,1,1,0 +repozro01,1966,2,KC1,AL,101,319,40,69,10,3,11,34,3,3,44,80,4,2,3,1,6 +ribande01,1966,1,NYN,NL,40,61,3,12,1,0,0,5,0,0,1,11,0,0,4,0,1 +richabo01,1966,1,NYA,AL,149,610,71,153,21,3,7,42,6,6,25,28,1,1,9,3,17 +richago01,1966,1,NYN,NL,15,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +richepe01,1966,1,WS2,AL,43,86,12,14,2,1,1,6,0,0,2,33,0,1,5,0,0 +ridzist01,1966,1,PHI,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ritchja01,1966,1,ATL,NL,22,4,0,2,0,0,0,1,0,0,0,0,0,0,1,0,0 +roberda03,1966,1,PIT,NL,14,16,3,2,1,0,0,0,0,0,0,7,0,0,0,0,1 +roberri01,1966,1,SFN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +roberro01,1966,1,HOU,NL,13,16,1,1,0,0,0,0,0,0,2,5,0,0,3,0,0 +roberro01,1966,2,CHN,NL,11,10,1,2,0,0,0,0,0,0,2,4,0,0,3,0,0 +robinbi02,1966,1,ATL,NL,6,11,1,3,0,1,0,3,0,0,0,1,0,0,0,0,0 +robinbr01,1966,1,BAL,AL,157,620,91,167,35,2,23,100,2,3,56,36,11,5,1,4,18 +robinfl01,1966,1,CHA,AL,127,342,44,81,11,2,5,35,8,2,44,32,4,5,3,3,2 +robinfr02,1966,1,BAL,AL,155,576,122,182,34,2,49,122,8,5,87,90,11,10,0,7,24 +rodgean01,1966,1,PIT,NL,36,49,6,9,1,0,0,4,0,1,8,7,0,0,1,1,3 +rodgebu01,1966,1,CAL,AL,133,454,45,107,20,3,7,48,3,4,29,57,8,2,0,6,11 +roebued01,1966,1,PHI,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +roggega01,1966,1,MIN,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +roggega01,1966,2,BOS,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rojasco01,1966,1,PHI,NL,156,626,77,168,18,1,6,55,4,6,35,46,3,4,12,2,12 +rojasmi01,1966,1,CAL,AL,47,14,0,1,1,0,0,0,0,0,1,5,0,0,1,0,0 +rolanji01,1966,1,MIN,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rolliri01,1966,1,MIN,AL,90,269,30,66,7,1,10,40,0,2,13,34,1,4,3,4,9 +romanjo01,1966,1,CHA,AL,122,329,33,76,12,0,15,47,0,0,58,72,7,1,3,4,3 +roofph01,1966,1,KC1,AL,127,369,33,77,14,3,7,44,2,5,37,95,6,3,8,2,15 +rosebjo01,1966,1,LAN,NL,142,445,47,123,23,2,9,53,3,2,44,51,13,3,4,4,11 +rosepe01,1966,1,CIN,NL,156,654,97,205,38,5,16,70,4,9,37,61,3,1,7,1,12 +roznovi01,1966,1,BAL,AL,41,97,4,23,5,0,1,10,0,0,9,11,4,1,4,0,2 +rubiojo01,1966,1,CAL,AL,7,8,0,0,0,0,0,0,0,0,0,5,0,0,1,0,1 +ruizch01,1966,1,CIN,NL,82,110,13,28,2,1,0,5,1,2,5,14,0,0,0,0,0 +rustedi01,1966,1,NYN,NL,8,5,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +ryanmi02,1966,1,BOS,AL,116,369,27,79,15,3,2,32,1,0,29,68,3,0,1,1,10 +ryanno01,1966,1,NYN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sadecra01,1966,1,SLN,NL,6,7,2,3,0,0,1,2,0,0,0,2,0,0,1,0,0 +sadecra01,1966,2,SFN,NL,26,34,5,11,1,1,2,5,0,0,1,5,0,0,2,0,0 +sadowbo02,1966,1,BOS,AL,11,7,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +sadowed01,1966,1,ATL,NL,3,9,1,1,0,0,0,1,0,0,1,1,0,0,0,0,0 +salmoch01,1966,1,CLE,AL,126,422,46,108,13,2,7,40,10,1,21,41,2,0,6,3,4 +sandeke01,1966,1,BOS,AL,24,6,2,0,0,0,0,0,0,0,2,0,0,0,3,0,0 +sandeke01,1966,2,KC1,AL,38,8,0,2,0,0,0,1,0,0,0,1,0,0,1,0,0 +sanfoja02,1966,1,CAL,AL,50,22,1,3,2,0,0,1,0,0,2,12,0,0,1,1,0 +santijo02,1966,1,BOS,AL,38,56,5,11,1,0,0,1,0,0,2,12,0,0,4,0,0 +santoro01,1966,1,CHN,NL,155,561,93,175,21,8,30,94,4,5,95,78,7,6,2,8,16 +satrito01,1966,1,CAL,AL,103,226,16,54,5,3,0,24,3,3,27,32,2,0,2,0,5 +savagte01,1966,1,SLN,NL,16,29,4,5,2,1,0,3,4,0,4,7,0,0,0,0,1 +saverbo01,1966,1,WS2,AL,120,406,54,102,10,4,5,24,4,3,27,62,1,2,9,2,7 +schaapa01,1966,1,CAL,AL,138,386,59,94,15,7,6,24,6,4,68,56,0,5,0,2,9 +schafji01,1966,1,PHI,NL,8,15,2,2,1,0,1,4,0,0,1,7,0,0,0,0,0 +schneda01,1966,1,ATL,NL,14,8,2,4,0,0,0,2,0,0,0,2,0,0,0,0,0 +schofdi01,1966,1,SFN,NL,11,16,4,1,0,0,0,0,0,0,2,2,0,0,0,0,0 +schofdi01,1966,2,NYA,AL,25,58,5,9,2,0,0,2,0,0,9,8,0,0,1,1,0 +schofdi01,1966,3,LAN,NL,20,70,10,18,0,0,0,4,1,1,8,8,0,2,3,0,2 +schrobo01,1966,1,SFN,NL,10,33,0,8,0,0,0,2,0,0,0,2,0,0,2,0,1 +schwado01,1966,1,PIT,NL,11,10,1,1,0,0,0,0,0,0,1,2,0,0,1,0,0 +schwado01,1966,2,ATL,NL,11,13,0,0,0,0,0,0,0,0,0,6,0,0,0,0,1 +schwara01,1966,1,KC1,AL,10,11,0,1,0,0,0,1,0,0,1,3,0,0,0,0,0 +scottge02,1966,1,BOS,AL,162,601,73,147,18,7,27,90,4,0,65,152,13,8,2,5,25 +seguidi01,1966,1,WS2,AL,21,18,0,2,0,0,0,0,0,0,1,11,0,0,0,0,0 +selmadi01,1966,1,NYN,NL,31,14,1,1,0,1,0,1,0,0,2,7,0,1,1,1,0 +sembeca01,1966,1,HOU,NL,24,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +shamsar01,1966,1,CIN,NL,96,234,41,54,5,0,21,47,0,2,32,45,1,0,3,2,5 +shannmi01,1966,1,SLN,NL,137,459,61,132,20,6,16,64,8,4,37,106,0,0,3,2,11 +shawbo01,1966,1,SFN,NL,13,6,0,0,0,0,0,0,0,0,0,3,0,0,2,0,0 +shawbo01,1966,2,NYN,NL,26,50,1,13,0,0,0,2,0,0,4,15,0,0,5,1,0 +sheldro01,1966,1,KC1,AL,14,23,1,2,0,0,0,0,0,0,0,15,0,0,2,0,0 +sheldro01,1966,2,BOS,AL,23,18,0,2,0,0,0,0,0,0,0,5,0,0,0,0,0 +shellji01,1966,1,PIT,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sherrla01,1966,1,DET,AL,55,10,0,4,0,1,0,1,0,0,0,1,0,0,0,0,0 +shirlba01,1966,1,LAN,NL,12,5,2,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +shortbi01,1966,1,BAL,AL,6,11,0,1,0,0,0,0,0,0,0,8,0,0,0,0,0 +shortbi01,1966,2,BOS,AL,8,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shortch02,1966,1,PHI,NL,42,106,6,22,1,0,0,4,0,0,1,31,0,0,1,0,2 +siebeno01,1966,1,CAL,AL,125,336,29,83,14,1,5,41,0,1,63,61,7,0,0,5,6 +siebeso01,1966,1,CLE,AL,34,85,4,11,2,0,0,3,0,0,1,21,0,0,5,1,2 +siebldw01,1966,1,MIN,AL,23,11,0,0,0,0,0,0,0,0,2,6,0,0,0,0,0 +simmocu01,1966,1,SLN,NL,10,8,0,1,1,0,0,0,0,0,1,3,0,0,0,0,1 +simmocu01,1966,2,CHN,NL,19,18,0,2,0,0,0,0,0,1,2,8,0,0,3,0,0 +simpsdi01,1966,1,CIN,NL,92,84,26,20,2,0,4,14,0,1,10,32,0,2,3,0,0 +simsdu01,1966,1,CLE,AL,52,133,12,35,2,2,6,19,0,1,11,31,1,4,0,0,3 +simsgr01,1966,1,HOU,NL,7,6,1,1,0,0,0,0,0,0,1,3,0,0,0,0,0 +singebi01,1966,1,LAN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +siskto01,1966,1,PIT,NL,34,51,4,5,0,0,0,2,0,0,5,33,0,0,2,0,0 +skinnbo01,1966,1,SLN,NL,49,45,2,7,1,0,1,5,0,0,2,17,0,1,0,0,0 +skowrbi01,1966,1,CHA,AL,120,337,27,84,15,2,6,29,1,1,26,45,4,3,2,1,11 +smithch04,1966,1,SLN,NL,116,391,34,104,13,4,10,43,0,2,22,81,4,0,5,5,8 +smithge04,1966,1,BOS,AL,128,403,41,86,19,4,8,37,4,0,37,86,6,3,1,3,9 +smithre06,1966,1,BOS,AL,6,26,1,4,1,0,0,0,0,0,0,5,0,0,1,0,0 +smithwi02,1966,1,CAL,AL,90,195,18,36,3,2,1,20,1,0,12,37,2,3,2,3,0 +snyderu01,1966,1,BAL,AL,117,373,66,114,21,5,3,41,2,1,38,37,1,0,8,2,9 +spangal01,1966,1,CAL,AL,6,9,2,6,0,0,0,0,0,0,2,2,0,0,0,0,0 +sparmjo01,1966,1,DET,AL,29,23,0,5,1,0,0,1,0,0,0,5,0,0,2,0,1 +spiezed01,1966,1,SLN,NL,26,73,4,16,5,1,2,10,1,0,5,11,1,0,1,0,5 +sprigge01,1966,1,PIT,NL,9,7,0,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +staehma01,1966,1,CHA,AL,8,15,2,2,0,0,0,0,1,0,4,2,0,0,0,0,0 +staffbi01,1966,1,KC1,AL,9,11,0,0,0,0,0,0,0,0,0,3,0,0,2,0,1 +stahlla01,1966,1,KC1,AL,119,312,37,78,11,5,5,34,5,3,17,63,3,1,1,2,0 +stalltr01,1966,1,SLN,NL,20,14,0,0,0,0,0,0,0,0,0,7,0,0,0,0,0 +stangle01,1966,1,CLE,AL,8,4,0,1,0,0,0,1,0,0,0,3,0,0,1,0,0 +stangle01,1966,2,BOS,AL,28,48,1,3,0,0,0,0,0,0,2,19,0,0,3,0,0 +stanlmi01,1966,1,DET,AL,92,235,28,68,15,4,3,19,2,1,17,20,4,0,1,1,4 +stargwi01,1966,1,PIT,NL,140,485,84,153,30,0,33,102,2,3,48,109,16,6,5,5,7 +staubru01,1966,1,HOU,NL,153,554,60,155,28,3,13,81,2,1,58,61,13,1,7,8,13 +stephje01,1966,1,BOS,AL,15,17,2,2,0,0,0,0,0,0,0,5,0,0,2,0,1 +stephjo02,1966,1,NYN,NL,63,143,17,28,1,1,1,11,0,0,8,28,0,2,0,0,7 +stewaji01,1966,1,CHN,NL,57,90,4,16,4,1,0,4,1,1,7,12,0,2,1,0,2 +stigmdi01,1966,1,BOS,AL,34,17,1,2,0,0,0,2,0,0,0,10,0,0,2,0,0 +stockwe01,1966,1,KC1,AL,35,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +stonero02,1966,1,KC1,AL,26,22,2,6,1,0,0,0,1,1,0,2,0,0,0,0,0 +stottme01,1966,1,NYA,AL,37,80,8,11,1,1,1,7,0,0,4,31,0,0,4,1,1 +stroued01,1966,1,CHA,AL,12,36,3,6,2,0,0,1,3,0,2,8,0,1,0,0,0 +stuardi01,1966,1,NYN,NL,31,87,7,19,0,0,4,13,0,1,9,26,2,0,0,0,5 +stuardi01,1966,2,LAN,NL,38,91,4,24,1,0,3,9,0,1,11,17,0,2,0,0,3 +suareke01,1966,1,KC1,AL,35,69,5,10,0,1,0,2,2,0,15,26,0,0,1,0,1 +suklaed01,1966,1,CAL,AL,12,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +sutheda01,1966,1,NYN,NL,31,3,1,2,0,0,0,0,0,0,0,1,0,0,0,0,0 +suthega01,1966,1,PHI,NL,3,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +suttodo01,1966,1,LAN,NL,38,82,4,15,2,0,0,2,0,0,1,27,0,1,2,0,1 +swoboro01,1966,1,NYN,NL,112,342,34,76,9,4,8,50,4,2,31,76,4,5,2,1,9 +talbofr01,1966,1,KC1,AL,11,20,2,3,2,0,0,2,1,0,1,6,0,0,5,0,0 +talbofr01,1966,2,NYA,AL,23,35,4,5,0,0,0,3,0,0,5,15,0,1,4,0,1 +taltoti01,1966,1,KC1,AL,37,53,8,18,3,1,2,6,0,1,1,5,0,1,0,0,0 +tartajo01,1966,1,KC1,AL,37,127,13,30,2,3,0,4,8,1,11,13,0,0,3,0,0 +tartajo01,1966,2,BOS,AL,68,195,28,54,7,4,0,11,11,3,6,11,0,0,4,1,4 +tayloha04,1966,1,NYN,NL,53,109,5,19,2,0,3,12,0,1,3,19,0,1,0,0,6 +tayloro01,1966,1,HOU,NL,36,12,0,2,1,0,0,0,0,0,0,5,0,0,0,0,1 +tayloto02,1966,1,PHI,NL,125,434,47,105,14,8,5,40,8,4,31,56,0,1,7,0,14 +terryra01,1966,1,KC1,AL,15,14,2,3,1,0,0,1,0,0,2,6,0,0,1,0,0 +terryra01,1966,2,NYN,NL,11,6,0,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +thomafr03,1966,1,CHN,NL,5,5,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +thomage01,1966,1,BOS,AL,69,173,25,41,4,0,5,20,1,0,23,33,1,2,1,1,7 +thomale03,1966,1,ATL,NL,39,126,11,25,1,1,6,15,1,1,10,15,1,1,1,1,0 +thomale03,1966,2,CHN,NL,75,149,15,36,4,0,1,9,0,0,14,15,1,3,1,0,3 +tiantlu01,1966,1,CLE,AL,46,36,0,4,0,0,0,3,0,0,1,12,0,0,8,0,0 +tillmbo01,1966,1,BOS,AL,78,204,12,47,8,0,3,24,0,0,22,35,3,0,1,2,5 +tolanbo01,1966,1,SLN,NL,43,93,10,16,5,1,1,6,1,2,6,15,2,2,0,2,1 +torboje01,1966,1,LAN,NL,46,120,4,27,3,0,1,13,0,0,10,23,3,0,0,3,5 +torrejo01,1966,1,ATL,NL,148,546,83,172,20,3,36,101,0,4,60,61,8,2,2,4,18 +tovarce01,1966,1,MIN,AL,134,465,57,121,19,5,2,41,16,6,44,50,1,4,7,7,7 +tracedi01,1966,1,DET,AL,81,124,15,24,1,1,0,7,1,1,10,32,0,0,2,1,1 +treshto01,1966,1,NYA,AL,151,537,76,125,12,4,27,68,5,4,86,89,5,6,1,7,10 +tsitojo01,1966,1,CIN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ueckebo01,1966,1,PHI,NL,78,207,15,43,6,0,7,30,0,0,22,36,6,0,4,4,8 +uhlaete01,1966,1,MIN,AL,105,367,39,83,12,2,2,22,10,2,27,33,1,1,6,2,4 +umbacar01,1966,1,ATL,NL,22,5,0,1,0,0,0,0,0,0,1,3,0,0,1,0,0 +upshace01,1966,1,ATL,NL,1,1,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0 +valdesa01,1966,1,MIN,AL,52,108,11,19,1,1,2,9,2,2,4,24,0,1,0,1,5 +valenfr01,1966,1,WS2,AL,146,508,77,140,29,7,16,59,22,10,51,63,1,10,6,3,12 +vaughch01,1966,1,ATL,NL,1,4,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +vealebo01,1966,1,PIT,NL,38,94,5,13,0,1,0,2,0,0,1,39,0,0,3,0,1 +verbajo01,1966,1,PHI,NL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +versazo01,1966,1,MIN,AL,137,543,73,135,20,6,7,36,10,12,40,85,2,7,3,3,11 +vidaljo01,1966,1,CLE,AL,17,32,4,6,1,1,0,3,0,1,5,11,0,0,0,0,0 +vinsoch01,1966,1,CAL,AL,13,22,3,4,2,0,1,6,0,0,5,9,0,1,0,0,0 +virgioz01,1966,1,SFN,NL,42,89,7,19,2,0,2,9,1,1,4,12,1,0,1,1,3 +vossbi01,1966,1,CHA,AL,2,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +wagnega01,1966,1,PHI,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wagnele01,1966,1,CLE,AL,150,549,70,153,20,0,23,66,5,2,46,69,9,1,0,3,12 +walkelu01,1966,1,PIT,NL,10,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +wardpe01,1966,1,CHA,AL,84,251,22,55,7,1,3,28,3,1,24,49,0,3,1,5,5 +warneja03,1966,1,CAL,AL,45,123,22,26,4,1,7,16,0,0,9,55,0,0,0,1,2 +warwica01,1966,1,CHN,NL,16,22,3,5,0,0,0,0,0,0,0,6,0,0,0,0,0 +washbra01,1966,1,SLN,NL,27,54,2,5,1,0,1,6,0,0,2,25,0,0,4,1,2 +watsobo01,1966,1,HOU,NL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +watted01,1966,1,BAL,AL,43,46,4,14,1,0,2,2,0,0,1,9,0,0,2,0,2 +weisal01,1966,1,CHA,AL,129,187,20,29,4,1,0,9,3,5,17,50,3,2,7,0,3 +wertdo01,1966,1,DET,AL,150,559,56,150,20,2,11,70,6,3,64,69,3,2,11,6,20 +whitast01,1966,1,NYA,AL,31,114,15,28,3,2,7,15,0,0,9,24,0,1,0,0,0 +whitebi03,1966,1,PHI,NL,159,577,85,159,23,6,22,103,16,6,68,109,12,3,6,5,6 +whitero01,1966,1,NYA,AL,115,316,39,71,13,2,7,20,14,7,37,43,1,1,2,0,4 +whitffr01,1966,1,CLE,AL,137,502,59,121,15,2,27,78,1,2,27,76,9,4,0,5,7 +wickeda01,1966,1,DET,AL,38,45,1,2,1,0,0,1,0,0,2,17,0,0,1,0,1 +wilheho01,1966,1,CHA,AL,46,8,0,1,1,0,0,0,0,0,0,4,0,0,0,0,0 +willhni01,1966,1,LAN,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +willibi01,1966,1,CHN,NL,162,648,100,179,23,5,29,91,6,3,69,61,16,4,0,6,12 +williji03,1966,1,SLN,NL,13,11,1,3,0,0,0,1,0,0,1,5,0,0,0,0,1 +williro01,1966,1,SLN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +willsma01,1966,1,LAN,NL,143,594,60,162,14,2,1,39,38,24,34,60,0,2,13,0,6 +wilsodo01,1966,1,HOU,NL,1,2,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0 +wilsoea01,1966,1,BOS,AL,18,32,7,8,0,0,2,5,0,0,4,11,0,0,2,1,0 +wilsoea01,1966,2,DET,AL,27,64,13,15,0,2,5,17,0,0,4,25,0,1,4,1,0 +winebo01,1966,1,PHI,NL,46,89,8,21,5,0,0,5,0,1,6,13,3,1,1,0,2 +wiseri01,1966,1,PHI,NL,23,30,0,0,0,0,0,0,0,0,0,16,0,0,1,0,0 +womacdo01,1966,1,NYA,AL,42,5,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1 +woodeha01,1966,1,SLN,NL,59,5,0,1,1,0,0,0,0,0,0,4,0,0,0,0,0 +woodja01,1966,1,DET,AL,98,230,39,58,9,3,2,27,4,3,28,48,0,1,5,0,7 +woodwwo01,1966,1,ATL,NL,144,455,46,120,23,3,0,43,2,2,37,54,9,4,17,3,9 +worthal01,1966,1,MIN,AL,65,11,2,3,3,0,0,3,0,0,0,6,0,0,0,0,0 +wrighcl01,1966,1,CAL,AL,24,29,0,3,0,0,0,1,0,0,0,10,0,0,3,0,0 +wyattjo02,1966,1,KC1,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wyattjo02,1966,2,BOS,AL,42,11,0,0,0,0,0,0,0,0,0,7,0,0,0,0,0 +wynnji01,1966,1,HOU,NL,105,418,62,107,21,1,18,62,13,10,41,81,4,1,3,4,7 +yastrca01,1966,1,BOS,AL,160,594,81,165,39,2,16,80,8,9,84,60,10,1,0,1,17 +zachach02,1966,1,HOU,NL,10,18,0,4,2,0,0,3,0,0,0,10,0,0,0,1,0 +zannido01,1966,1,CIN,NL,5,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +zimmeje01,1966,1,MIN,AL,60,119,11,30,4,1,1,15,0,0,15,23,4,1,0,1,4 +aaronha01,1967,1,ATL,NL,155,600,113,184,37,3,39,109,17,6,63,97,19,0,0,6,11 +abernte02,1967,1,CIN,NL,70,17,0,1,0,0,0,2,0,0,0,10,0,0,0,0,1 +adairje01,1967,1,CHA,AL,28,98,6,20,4,0,0,9,0,1,4,17,0,1,2,1,5 +adairje01,1967,2,BOS,AL,89,316,41,92,13,1,3,26,1,4,13,35,0,2,4,2,10 +adamsmi01,1967,1,BAL,AL,3,2,1,1,0,1,0,1,0,0,0,1,0,0,0,0,0 +adlesda01,1967,1,HOU,NL,39,94,4,17,1,0,1,4,0,0,11,28,3,0,0,1,6 +ageeto01,1967,1,CHA,AL,158,529,73,124,26,2,14,52,28,10,44,129,5,8,1,2,14 +aguirha01,1967,1,DET,AL,31,2,0,1,0,1,0,3,0,0,0,1,0,0,0,0,0 +akerja01,1967,1,KC1,AL,57,8,0,1,0,0,0,1,0,0,0,4,0,0,3,0,0 +alcarlu01,1967,1,LAN,NL,17,60,1,14,1,0,0,3,1,1,1,13,0,0,1,1,1 +allenbe01,1967,1,WS2,AL,87,254,13,49,5,1,3,18,1,2,18,43,1,0,4,3,2 +allenbo04,1967,1,CLE,AL,47,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +allendi01,1967,1,PHI,NL,122,463,89,142,31,10,23,77,20,5,75,117,18,1,1,0,9 +allenha02,1967,1,WS2,AL,116,292,34,68,8,4,3,17,3,4,13,53,2,0,0,2,8 +alleyge01,1967,1,PIT,NL,152,550,59,158,25,7,6,55,10,5,36,70,5,7,7,4,16 +allisbo01,1967,1,MIN,AL,153,496,73,128,21,6,24,75,6,4,74,114,2,2,3,1,5 +alomasa01,1967,1,NYN,NL,15,22,1,0,0,0,0,0,0,0,0,6,0,0,0,0,1 +alomasa01,1967,2,CHA,AL,12,15,4,3,0,0,0,0,2,0,2,0,0,0,1,0,1 +aloufe01,1967,1,ATL,NL,140,574,76,157,26,3,15,43,6,5,32,50,7,7,1,3,10 +alouje01,1967,1,SFN,NL,129,510,55,149,15,4,5,30,1,7,14,39,2,4,6,0,10 +alouma01,1967,1,PIT,NL,139,550,87,186,21,7,2,28,16,10,24,42,1,6,3,1,3 +altmage01,1967,1,CHN,NL,15,18,1,2,2,0,0,1,0,0,2,8,0,0,0,0,0 +alvisma01,1967,1,CLE,AL,161,637,66,163,23,4,21,70,3,10,38,107,1,4,16,2,13 +amalfjo01,1967,1,CHN,NL,4,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +amaroru01,1967,1,NYA,AL,130,417,31,93,12,0,1,17,3,2,43,49,4,1,9,0,13 +andremi01,1967,1,BOS,AL,142,494,79,130,20,0,8,40,7,7,62,72,4,2,18,2,9 +aparilu01,1967,1,BAL,AL,134,546,55,127,22,5,4,31,18,5,29,44,2,1,6,5,8 +arrigge01,1967,1,CIN,NL,32,19,0,4,2,0,0,0,0,0,0,4,0,0,2,0,1 +asprobo01,1967,1,HOU,NL,137,486,51,143,24,5,6,58,2,2,45,44,11,2,3,4,15 +azcuejo01,1967,1,CLE,AL,86,295,33,74,12,5,11,34,0,3,22,35,0,3,1,3,8 +bailebo01,1967,1,LAN,NL,116,322,21,73,8,2,4,28,5,5,40,50,4,1,4,5,14 +bailest01,1967,1,CLE,AL,32,10,0,0,0,0,0,0,0,0,1,5,0,0,0,0,0 +baldsja01,1967,1,CIN,NL,9,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +baldwda01,1967,1,WS2,AL,58,4,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +balesle01,1967,1,HOU,NL,19,27,4,3,0,0,0,2,1,1,8,7,0,0,1,1,1 +bandosa01,1967,1,KC1,AL,47,130,11,25,3,2,0,6,1,0,16,24,0,3,3,0,0 +bankser01,1967,1,CHN,NL,151,573,68,158,26,4,23,95,2,2,27,93,8,3,8,4,20 +barbest01,1967,1,BAL,AL,15,22,0,2,0,0,0,3,0,0,2,14,0,0,1,0,1 +barbest01,1967,2,NYA,AL,17,29,2,5,1,1,0,4,0,0,1,17,0,0,2,0,0 +barkera01,1967,1,NYA,AL,17,26,2,2,0,0,0,0,0,0,3,5,0,0,0,0,0 +bartobo01,1967,1,SFN,NL,7,19,0,4,0,0,0,1,0,0,0,2,0,1,0,0,1 +batemjo01,1967,1,HOU,NL,76,252,16,48,9,0,2,17,0,0,17,53,11,2,0,2,9 +batteea01,1967,1,MIN,AL,48,109,6,18,3,1,0,8,0,0,13,24,1,0,1,0,4 +beaucji01,1967,1,ATL,NL,4,3,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0 +beckegl01,1967,1,CHN,NL,146,597,91,167,32,3,5,40,10,3,30,25,1,0,8,1,11 +belanma01,1967,1,BAL,AL,69,184,19,32,5,0,1,10,6,1,12,46,1,0,9,0,3 +belinbo01,1967,1,HOU,NL,27,39,1,3,0,0,0,1,0,0,2,13,0,0,1,0,0 +bellga01,1967,1,CLE,AL,9,15,0,0,0,0,0,0,0,0,0,6,0,0,5,0,1 +bellga01,1967,2,BOS,AL,29,59,7,12,3,0,0,2,0,0,0,12,0,0,2,0,1 +benchjo01,1967,1,CIN,NL,26,86,7,14,3,1,1,6,0,1,5,19,0,0,1,1,4 +bennede01,1967,1,BOS,AL,13,25,1,3,0,0,1,4,0,0,0,10,0,0,1,1,3 +bennede01,1967,2,NYN,NL,8,8,1,2,0,0,0,0,0,0,0,3,0,0,0,0,0 +berryke01,1967,1,CHA,AL,147,485,49,117,14,4,7,41,9,8,46,68,4,3,3,1,11 +bertafr01,1967,1,BAL,AL,5,9,1,1,0,0,0,0,0,0,0,4,0,0,0,0,0 +bertafr01,1967,2,WS2,AL,19,35,1,2,0,0,0,4,0,0,0,11,0,0,2,0,2 +bertedi01,1967,1,CHN,NL,2,6,1,1,0,1,0,0,0,0,0,1,0,0,1,0,0 +blairpa01,1967,1,BAL,AL,151,552,72,162,27,12,11,64,8,6,50,68,3,5,5,7,11 +blasiwa01,1967,1,ATL,NL,10,7,0,1,0,0,0,1,0,0,2,6,0,0,0,0,0 +blasiwa01,1967,2,HOU,NL,16,22,2,4,1,0,0,0,0,0,4,10,0,0,2,0,1 +blassst01,1967,1,PIT,NL,32,39,2,5,0,0,0,5,0,0,1,12,0,0,2,0,0 +blefacu01,1967,1,BAL,AL,155,554,69,134,19,5,22,81,4,4,73,94,11,8,7,3,5 +boccajo01,1967,1,CHN,NL,25,35,0,6,1,1,0,8,0,0,3,7,1,1,0,1,1 +boehmle01,1967,1,CIN,NL,2,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bolinbo01,1967,1,SFN,NL,37,33,4,8,2,0,0,1,0,0,1,12,0,0,2,0,0 +bondwa01,1967,1,MIN,AL,10,16,4,5,1,0,1,5,0,0,3,1,0,0,0,1,0 +boozejo01,1967,1,PHI,NL,28,19,0,4,0,0,0,1,0,0,1,5,0,0,0,0,0 +boschdo01,1967,1,NYN,NL,44,93,7,13,0,1,0,2,3,1,5,24,0,0,3,0,3 +bosmadi01,1967,1,WS2,AL,8,15,0,3,0,0,0,0,0,0,1,3,0,0,2,0,1 +bosweda01,1967,1,MIN,AL,44,73,12,16,2,1,1,3,0,0,1,26,0,2,3,0,2 +bosweke01,1967,1,NYN,NL,11,40,2,9,3,0,1,4,0,0,1,5,0,0,0,2,3 +boutoji01,1967,1,NYA,AL,17,7,0,0,0,0,0,0,0,0,0,5,0,1,1,0,0 +bowensa01,1967,1,BAL,AL,62,120,13,22,2,1,5,12,3,4,11,43,0,1,0,0,0 +bowliwe01,1967,1,KC1,AL,2,5,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +boyercl02,1967,1,ATL,NL,154,572,63,140,18,3,26,96,6,3,39,81,3,2,0,6,14 +boyerke01,1967,1,NYN,NL,56,166,17,39,7,2,3,13,2,1,26,22,3,0,0,2,6 +boyerke01,1967,2,CHA,AL,57,180,17,47,5,1,4,21,0,2,7,25,0,0,2,1,4 +brabege01,1967,1,BAL,AL,14,28,2,2,0,0,0,0,0,0,2,10,0,1,1,0,0 +bradfbu01,1967,1,CHA,AL,24,20,6,2,1,0,0,1,1,0,1,7,1,0,0,0,0 +brandbu01,1967,1,BOS,AL,39,43,4,8,3,0,0,1,0,0,1,16,0,0,5,0,0 +brandja01,1967,1,PHI,NL,16,19,1,2,1,0,0,1,0,0,0,6,0,0,0,0,0 +brandja01,1967,2,HOU,NL,41,89,7,21,4,1,1,15,0,0,8,9,1,0,0,1,1 +brandro01,1967,1,HOU,NL,84,215,22,52,8,1,0,18,4,0,23,17,7,2,4,0,6 +bressed01,1967,1,SLN,NL,52,67,8,9,1,1,1,1,0,0,9,18,1,0,0,0,0 +brettke01,1967,1,BOS,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +breweji01,1967,1,LAN,NL,30,22,0,1,1,0,0,1,0,0,0,8,0,0,1,0,1 +briggjo02,1967,1,PHI,NL,106,332,47,77,12,4,9,30,3,5,41,72,1,0,7,2,3 +brilene01,1967,1,SLN,NL,49,40,5,6,0,0,0,0,0,0,3,20,0,0,5,0,0 +brinked01,1967,1,WS2,AL,109,320,21,60,9,2,1,18,1,3,24,58,1,4,5,1,4 +brittji02,1967,1,ATL,NL,2,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +brocklo01,1967,1,SLN,NL,159,689,113,206,32,12,21,76,52,18,24,109,6,6,2,3,6 +brownby01,1967,1,CHN,NL,10,19,3,3,2,0,0,2,1,1,4,5,1,0,1,0,0 +brownga01,1967,1,DET,AL,51,91,17,17,1,1,2,9,0,0,13,15,0,0,0,1,3 +brownla01,1967,1,CLE,AL,152,485,38,110,16,2,7,37,4,4,53,62,6,6,14,4,12 +brownol02,1967,1,SFN,NL,120,412,44,110,12,1,13,53,0,2,25,65,7,4,1,4,15 +brubabr01,1967,1,LAN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brucebo01,1967,1,ATL,NL,12,12,1,2,0,0,0,0,0,0,1,4,0,0,0,0,0 +brunege01,1967,1,CAL,AL,40,78,2,6,0,0,0,0,0,0,1,40,0,0,4,0,2 +bryanbi01,1967,1,NYA,AL,16,12,1,2,0,0,1,2,0,0,5,3,0,0,0,0,0 +bryanro01,1967,1,SFN,NL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bucheje01,1967,1,NYN,NL,124,411,35,97,11,2,14,41,3,5,26,101,5,2,3,2,10 +bufordo01,1967,1,CHA,AL,156,535,61,129,10,9,4,32,34,21,65,51,3,1,4,4,3 +buhlbo01,1967,1,PHI,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bunkewa01,1967,1,BAL,AL,29,26,1,2,0,0,0,0,0,0,0,13,0,0,1,0,0 +bunniji01,1967,1,PHI,NL,40,104,8,17,3,0,2,12,0,0,1,33,0,0,7,0,1 +burdele01,1967,1,CAL,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +burgesm01,1967,1,CHA,AL,77,60,2,8,1,0,2,11,0,0,14,8,6,1,0,1,2 +buzhajo01,1967,1,CHA,AL,28,20,0,4,0,0,0,2,0,0,0,7,0,0,2,0,0 +buzhajo01,1967,2,BAL,AL,7,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +buzhajo01,1967,3,HOU,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +callijo01,1967,1,PHI,NL,149,556,62,145,30,5,14,64,6,12,55,63,17,3,3,3,7 +calmudi01,1967,1,CHN,NL,1,2,1,1,0,0,0,2,0,0,0,1,0,0,0,0,0 +camildo02,1967,1,WS2,AL,30,82,5,15,1,0,2,5,0,0,4,16,0,0,1,0,1 +campabe01,1967,1,KC1,AL,147,601,85,149,29,6,3,32,55,16,36,82,2,7,3,2,3 +campaji01,1967,1,LAN,NL,41,62,3,10,1,0,2,2,0,0,9,14,1,0,0,0,2 +campbda01,1967,1,DET,AL,2,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +campbjo02,1967,1,CHN,NL,1,3,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +cardejo02,1967,1,CAL,AL,108,381,40,90,13,5,6,27,10,5,15,63,0,2,6,1,4 +cardele01,1967,1,CIN,NL,108,379,30,97,14,3,2,21,4,5,34,77,16,2,2,1,8 +cardwdo01,1967,1,NYN,NL,27,38,1,6,1,0,1,3,0,0,3,15,0,0,0,0,1 +carewro01,1967,1,MIN,AL,137,514,66,150,22,7,8,51,5,9,37,91,4,2,7,1,12 +carloci01,1967,1,CHA,AL,8,16,0,1,0,0,0,0,0,0,0,7,0,0,0,0,0 +carltst01,1967,1,SLN,NL,30,72,5,11,2,0,0,3,0,0,3,28,0,0,1,0,0 +carrocl02,1967,1,ATL,NL,42,16,0,1,0,0,0,1,0,0,1,5,0,0,2,0,0 +cartyri01,1967,1,ATL,NL,134,444,41,113,16,2,15,64,4,3,49,70,10,1,1,1,17 +casanpa01,1967,1,WS2,AL,141,528,47,131,19,1,9,53,1,1,17,65,5,2,2,2,19 +cashno01,1967,1,DET,AL,152,488,64,118,16,5,22,72,3,2,81,100,9,4,1,3,7 +caterda01,1967,1,KC1,AL,142,529,55,143,17,4,4,46,4,5,34,56,9,4,2,4,14 +causewa01,1967,1,CHA,AL,124,292,21,66,10,3,1,28,2,5,32,35,4,1,5,3,2 +cepedor01,1967,1,SLN,NL,151,563,91,183,37,0,25,111,11,2,62,75,23,12,0,7,16 +chancbo01,1967,1,WS2,AL,27,42,5,9,2,0,3,7,0,0,7,13,0,1,0,0,0 +chancde01,1967,1,MIN,AL,41,92,2,3,0,0,0,0,0,0,7,58,0,2,7,0,1 +charled01,1967,1,KC1,AL,19,61,5,15,1,0,0,5,1,0,12,13,1,1,0,0,2 +charled01,1967,2,NYN,NL,101,323,32,77,13,2,3,31,4,1,24,58,1,7,5,6,5 +chavaos01,1967,1,KC1,AL,38,59,2,6,2,0,0,4,1,0,7,16,0,1,0,0,0 +chavene01,1967,1,SFN,NL,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ciminpe01,1967,1,CAL,AL,46,12,1,5,0,0,0,0,0,0,0,4,0,0,0,0,0 +ciscoga01,1967,1,BOS,AL,11,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +clarkgl01,1967,1,ATL,NL,4,4,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +clarkho01,1967,1,NYA,AL,143,588,74,160,17,0,3,29,21,4,42,64,2,0,3,0,5 +clarkri01,1967,1,CAL,AL,32,50,0,2,0,0,0,0,0,0,1,23,0,0,9,0,0 +clarkro02,1967,1,MIN,AL,20,60,7,10,3,1,2,11,0,0,4,9,0,0,0,1,3 +clemedo01,1967,1,PHI,NL,69,73,2,13,5,0,0,4,0,0,8,15,0,1,0,2,2 +clemero01,1967,1,PIT,NL,147,585,103,209,26,10,23,110,9,1,41,103,17,3,0,3,15 +clenddo01,1967,1,PIT,NL,131,478,46,119,15,2,13,56,4,4,34,107,4,1,1,4,15 +clinety01,1967,1,ATL,NL,10,8,0,0,0,0,0,0,0,0,0,3,0,1,0,0,0 +clinety01,1967,2,SFN,NL,64,122,18,33,5,5,0,4,2,1,9,13,0,1,1,0,1 +clintlo01,1967,1,NYA,AL,6,4,1,2,1,0,0,2,0,0,1,1,1,0,0,0,0 +clonito01,1967,1,ATL,NL,16,25,1,5,1,0,0,4,0,0,1,10,0,0,0,0,0 +coateji01,1967,1,CAL,AL,25,3,0,1,1,0,0,0,0,0,0,1,0,0,0,0,0 +coggifr01,1967,1,WS2,AL,19,75,9,23,3,0,1,8,1,0,2,17,0,0,0,1,3 +cokerji01,1967,1,CIN,NL,45,97,8,18,2,1,2,4,0,1,4,20,1,0,0,0,2 +colavro01,1967,1,CLE,AL,63,191,10,46,9,0,5,21,2,2,24,31,0,1,0,0,6 +colavro01,1967,2,CHA,AL,60,190,20,42,4,1,3,29,1,1,25,10,2,0,1,4,2 +colemgo01,1967,1,CIN,NL,4,7,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0 +colemjo05,1967,1,WS2,AL,28,36,3,2,1,0,0,3,0,0,3,22,0,0,5,0,1 +collike01,1967,1,NYN,NL,4,10,1,1,0,0,0,0,1,0,0,3,0,0,0,0,1 +comerwa01,1967,1,DET,AL,4,3,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +conigto01,1967,1,BOS,AL,95,349,59,100,11,5,20,67,4,6,27,58,2,5,2,6,3 +connobi01,1967,1,NYN,NL,6,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +connoed02,1967,1,CLE,AL,15,11,1,2,1,0,0,0,0,0,0,2,0,0,1,0,0 +coombda01,1967,1,HOU,NL,6,8,0,1,1,0,0,1,0,0,0,4,0,0,0,0,1 +cosmaji01,1967,1,SLN,NL,10,8,0,1,0,0,0,1,0,0,0,3,0,0,1,0,0 +cowanbi01,1967,1,PHI,NL,34,59,11,9,0,0,3,6,1,0,4,14,0,0,2,1,1 +coxca01,1967,1,WS2,AL,54,3,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +crawfwi01,1967,1,LAN,NL,4,4,0,1,0,0,0,0,0,0,1,3,0,0,0,0,0 +cuellmi01,1967,1,HOU,NL,38,93,6,13,3,2,0,5,0,0,2,42,0,0,3,0,1 +culleti01,1967,1,WS2,AL,124,402,35,95,7,0,2,31,4,5,40,47,2,1,7,2,5 +culpra01,1967,1,CHN,NL,30,51,4,5,0,2,0,5,0,0,0,29,0,0,8,0,0 +culvege01,1967,1,CLE,AL,53,4,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +dalcabr01,1967,1,PIT,NL,8,6,0,2,0,0,0,1,0,0,0,3,0,1,0,0,0 +dalrycl01,1967,1,PHI,NL,101,268,12,46,7,1,3,21,1,2,36,49,6,1,6,1,9 +davalvi01,1967,1,CLE,AL,139,359,47,103,17,5,2,22,6,7,10,30,0,1,4,1,5 +davenji01,1967,1,SFN,NL,124,295,42,81,10,3,5,30,1,4,39,50,6,4,8,1,7 +davidte01,1967,1,CIN,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +davisro01,1967,1,HOU,NL,94,285,31,73,19,1,7,38,5,3,17,48,2,2,2,0,4 +davisto02,1967,1,NYN,NL,154,577,72,174,32,0,16,73,9,3,31,71,10,7,1,5,16 +daviswi02,1967,1,LAN,NL,143,569,65,146,27,9,6,41,20,6,29,65,5,3,6,3,8 +deanto01,1967,1,LAN,NL,12,28,1,4,1,0,0,2,0,0,0,9,0,0,1,0,0 +delahmi01,1967,1,ATL,NL,74,143,10,29,3,0,3,14,1,0,4,14,3,0,0,0,4 +demetdo01,1967,1,BOS,AL,20,43,7,12,5,0,1,4,0,0,3,11,0,0,1,0,0 +demetdo01,1967,2,CLE,AL,51,121,15,25,4,0,5,12,0,0,6,16,1,2,1,0,4 +denehbi01,1967,1,NYN,NL,15,9,1,0,0,0,0,0,0,0,1,5,0,0,2,0,0 +dierkla01,1967,1,HOU,NL,15,31,2,7,3,0,0,4,0,0,1,11,0,0,1,1,0 +dietzdi01,1967,1,SFN,NL,56,120,10,27,3,0,4,19,0,1,25,44,0,1,0,2,3 +dillmbi01,1967,1,BAL,AL,33,31,1,5,0,0,0,1,0,0,0,16,0,0,4,0,0 +dobsoch01,1967,1,KC1,AL,33,72,6,13,0,0,0,3,0,0,0,17,0,1,3,0,0 +dobsopa01,1967,1,DET,AL,28,5,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +donaljo01,1967,1,KC1,AL,105,377,27,104,16,5,0,28,6,3,37,39,3,2,4,1,4 +downial01,1967,1,NYA,AL,31,66,5,8,1,0,1,2,0,0,5,29,0,0,1,0,3 +drabomo01,1967,1,BAL,AL,43,20,3,7,0,0,0,1,0,0,1,3,0,0,3,0,0 +drysddo01,1967,1,LAN,NL,38,93,2,12,1,0,0,6,0,0,5,26,0,0,2,1,1 +duffijo01,1967,1,LAN,NL,2,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +dukesto01,1967,1,HOU,NL,17,2,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +dulibbo01,1967,1,KC1,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +duncada01,1967,1,KC1,AL,34,101,9,19,4,0,5,11,0,1,4,50,0,0,1,0,1 +earlear01,1967,1,HOU,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +edgerbi01,1967,1,KC1,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +edwarjo01,1967,1,CIN,NL,80,209,10,43,6,0,2,20,1,4,16,28,8,0,5,1,3 +egandi02,1967,1,LAN,NL,20,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +eganto01,1967,1,CAL,AL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +eilerda01,1967,1,HOU,NL,35,7,0,0,0,0,0,0,0,0,0,3,0,0,2,0,0 +ellisji01,1967,1,CHN,NL,8,5,0,1,1,0,0,1,0,0,0,3,0,0,1,0,0 +ellissa01,1967,1,CIN,NL,32,49,2,4,0,0,0,2,0,0,4,23,0,0,6,0,0 +ellswdi01,1967,1,PHI,NL,32,37,1,4,0,0,0,1,0,0,0,19,0,1,4,0,0 +epstemi01,1967,1,BAL,AL,9,13,0,2,0,0,0,0,0,0,3,5,0,0,0,0,1 +epstemi01,1967,2,WS2,AL,96,284,32,65,7,4,9,29,1,4,38,74,5,6,0,1,3 +estrach01,1967,1,NYN,NL,9,5,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +etchean01,1967,1,BAL,AL,112,330,29,71,13,0,7,35,1,0,38,80,9,2,2,2,12 +etherbo01,1967,1,SFN,NL,40,115,13,26,7,2,1,15,0,0,7,12,0,5,1,1,4 +facero01,1967,1,PIT,NL,61,6,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +fairlro01,1967,1,LAN,NL,153,486,45,107,19,0,10,55,1,4,54,51,9,1,5,8,13 +farretu01,1967,1,HOU,NL,7,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +farretu01,1967,2,PHI,NL,50,19,2,2,1,0,0,2,0,0,1,9,0,0,1,0,0 +fernafr01,1967,1,NYA,AL,9,28,1,6,2,0,1,4,1,1,2,7,0,1,0,1,1 +ferraal01,1967,1,LAN,NL,122,347,41,96,16,1,16,50,0,1,33,73,4,3,1,0,5 +fischha01,1967,1,BOS,AL,9,7,0,1,0,0,0,1,0,0,0,4,0,0,1,0,0 +fisheed02,1967,1,BAL,AL,46,5,1,1,0,0,0,0,0,0,1,3,0,0,2,0,0 +fisheja01,1967,1,NYN,NL,39,70,3,7,1,0,0,3,0,0,3,23,0,0,6,0,0 +fisheto02,1967,1,BAL,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +floodcu01,1967,1,SLN,NL,134,514,68,172,24,1,5,50,2,2,37,46,1,2,4,5,8 +fordwh01,1967,1,NYA,AL,7,13,0,2,0,0,0,0,0,0,0,4,0,0,2,0,0 +fossera01,1967,1,CLE,AL,7,16,0,1,0,0,0,0,0,0,0,5,0,0,0,0,0 +fosteal01,1967,1,LAN,NL,4,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +foyjo01,1967,1,BOS,AL,130,446,70,112,22,4,16,49,8,6,46,87,1,3,4,0,14 +francti01,1967,1,PHI,NL,27,73,7,15,1,0,0,3,0,1,7,10,1,0,1,1,2 +francti01,1967,2,ATL,NL,82,254,28,63,5,1,6,25,1,0,20,34,2,1,4,1,6 +freehbi01,1967,1,DET,AL,155,517,66,146,23,1,20,74,1,2,73,71,15,20,3,5,9 +fregoji01,1967,1,CAL,AL,151,590,75,171,23,6,9,56,9,6,49,77,2,5,7,0,10 +frencji01,1967,1,WS2,AL,6,16,0,1,0,0,0,1,0,0,3,4,1,0,0,0,0 +friseda01,1967,1,NYN,NL,14,23,1,2,1,0,0,1,1,0,1,8,0,0,0,0,1 +frymawo01,1967,1,PIT,NL,28,34,1,4,0,0,0,1,0,0,1,13,0,0,1,1,1 +fuentti01,1967,1,SFN,NL,133,344,27,72,12,1,5,29,4,3,27,61,9,0,11,1,7 +fulleve01,1967,1,CLE,AL,73,206,18,46,10,0,7,21,2,3,19,55,0,4,2,1,2 +gabrile02,1967,1,CAL,AL,11,12,2,1,0,0,0,2,0,0,2,4,0,0,0,0,0 +gabrile02,1967,2,LAN,NL,90,238,20,62,10,3,7,29,3,1,15,41,3,1,3,0,4 +gagliph01,1967,1,SLN,NL,73,217,20,48,7,0,2,21,0,0,19,26,3,1,3,3,6 +gardnro01,1967,1,CHN,NL,18,6,1,0,0,0,0,0,0,0,1,4,0,0,0,0,0 +gastoci01,1967,1,ATL,NL,9,25,1,3,0,1,0,1,1,0,0,5,0,0,2,0,2 +geigega01,1967,1,ATL,NL,69,117,17,19,1,1,1,5,1,1,20,35,0,0,3,0,2 +gelnajo01,1967,1,PIT,NL,10,6,2,1,0,0,0,0,0,0,1,2,0,0,0,0,0 +gibbojo01,1967,1,SFN,NL,28,24,0,1,1,0,0,0,0,0,1,12,0,0,1,0,0 +gibbsja01,1967,1,NYA,AL,116,374,33,87,7,1,4,25,7,6,28,57,1,4,2,3,8 +gibsobo01,1967,1,SLN,NL,27,60,7,8,0,0,0,3,0,0,8,26,0,0,6,0,0 +gibsoru01,1967,1,BOS,AL,49,138,8,28,7,0,1,15,0,0,12,31,3,0,2,2,7 +gigonno01,1967,1,CHN,NL,34,70,8,12,3,1,1,6,0,0,4,14,0,2,0,1,2 +gilgu01,1967,1,CLE,AL,51,96,11,11,4,0,0,5,0,0,9,18,0,1,1,0,2 +gillipa01,1967,1,BAL,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +giustda01,1967,1,HOU,NL,43,84,8,13,0,1,3,10,0,0,2,18,0,1,2,0,1 +gladdfr01,1967,1,DET,AL,42,18,0,0,0,0,0,0,0,0,0,9,0,0,1,0,0 +gomezru01,1967,1,PHI,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gondeje01,1967,1,PIT,NL,22,36,4,5,1,0,0,3,0,0,5,9,3,2,2,0,2 +gonzape01,1967,1,CLE,AL,80,189,19,43,6,0,1,8,4,6,12,36,0,1,4,2,6 +gonzato01,1967,1,PHI,NL,149,508,74,172,23,9,9,59,10,9,47,58,14,5,3,5,9 +goossgr01,1967,1,NYN,NL,37,69,2,11,1,0,0,3,0,0,4,26,0,1,0,0,1 +gosgeji01,1967,1,KC1,AL,134,356,31,86,14,5,5,36,5,7,53,69,8,0,3,4,3 +gotayju01,1967,1,HOU,NL,77,234,30,66,10,2,2,15,1,1,15,30,1,2,3,1,6 +grahabi02,1967,1,NYN,NL,5,8,0,1,0,0,0,1,0,0,0,2,0,0,0,0,0 +grantmu01,1967,1,MIN,AL,27,28,6,5,0,0,0,2,0,0,1,2,0,0,2,1,1 +greenda02,1967,1,PHI,NL,8,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +greendi01,1967,1,KC1,AL,122,349,26,69,12,4,5,37,6,3,30,68,1,0,6,2,4 +greenle01,1967,1,DET,AL,58,151,22,42,8,1,1,13,1,1,9,17,0,0,0,1,2 +groatdi01,1967,1,PHI,NL,10,26,3,3,0,0,0,1,0,0,4,4,0,0,1,0,0 +groatdi01,1967,2,SFN,NL,34,70,4,12,1,1,0,4,0,0,6,7,1,0,2,0,3 +groteje01,1967,1,NYN,NL,120,344,25,67,8,0,4,23,2,2,14,65,8,1,4,4,5 +grzenjo01,1967,1,NYN,NL,11,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gutiece01,1967,1,SFN,NL,18,21,4,3,0,0,0,0,1,0,1,4,0,1,0,0,0 +halldi01,1967,1,PHI,NL,48,14,1,1,0,0,0,0,0,0,0,5,0,0,2,0,1 +halleto01,1967,1,SFN,NL,141,455,54,114,23,5,14,49,0,4,62,61,9,4,4,3,3 +hallji02,1967,1,CAL,AL,129,401,54,100,8,3,16,55,4,1,42,65,7,0,1,3,9 +hamilja01,1967,1,NYN,NL,17,5,2,1,0,0,1,4,0,0,0,1,0,0,0,0,0 +hamilja01,1967,2,CAL,AL,26,38,1,6,0,0,0,1,0,0,0,16,0,0,2,0,0 +hamilst01,1967,1,NYA,AL,44,9,0,1,0,0,0,0,0,0,0,1,0,0,1,0,0 +handsbi01,1967,1,CHN,NL,49,38,0,4,0,0,0,3,0,0,3,26,0,0,4,0,0 +haneyla01,1967,1,BAL,AL,58,164,13,44,11,0,3,20,1,0,6,28,0,0,2,0,4 +hannaji01,1967,1,WS2,AL,8,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +hansero02,1967,1,CHA,AL,157,498,35,116,20,0,8,51,0,3,64,51,11,0,7,6,8 +hardiji01,1967,1,BAL,AL,19,37,2,5,0,1,0,3,0,0,1,15,0,0,1,1,0 +hardyca01,1967,1,MIN,AL,11,8,1,3,0,0,1,2,0,0,1,1,0,0,0,0,0 +hargast01,1967,1,CLE,AL,30,67,7,11,0,0,1,4,0,0,3,26,0,1,7,0,0 +harmote01,1967,1,PHI,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +harpeto01,1967,1,CIN,NL,103,365,55,82,17,3,7,22,23,8,43,51,1,0,5,1,2 +harrebu01,1967,1,NYN,NL,151,540,59,137,16,4,1,28,12,13,48,64,0,4,7,4,5 +harreke01,1967,1,WS2,AL,26,79,10,16,0,0,3,10,1,0,7,15,1,0,1,2,3 +harreke01,1967,2,KC1,AL,61,174,23,53,11,0,6,30,8,2,17,17,1,0,0,3,3 +harreke01,1967,3,BOS,AL,23,80,9,16,4,1,3,14,1,1,5,12,2,0,0,0,2 +harrica01,1967,1,HOU,NL,6,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +harrich02,1967,1,HOU,NL,70,177,13,43,7,3,2,26,0,0,13,30,0,0,4,2,5 +hartech01,1967,1,CHN,NL,45,16,0,1,0,0,0,1,0,0,0,9,0,0,1,0,0 +hartji01,1967,1,SFN,NL,158,578,98,167,26,7,29,99,1,1,77,100,11,4,1,5,14 +heathbi01,1967,1,HOU,NL,9,11,0,1,0,0,0,0,0,0,4,3,0,0,0,0,0 +heathbi01,1967,2,DET,AL,20,32,0,4,0,0,0,4,0,0,1,4,0,0,0,0,0 +heganmi01,1967,1,NYA,AL,68,118,12,16,4,1,1,3,7,1,20,40,1,1,1,0,1 +heisebo01,1967,1,NYN,NL,16,62,7,20,4,0,0,3,0,1,3,1,0,0,0,0,2 +heldwo01,1967,1,BAL,AL,26,41,4,6,3,0,1,6,0,0,6,12,0,2,1,0,0 +heldwo01,1967,2,CAL,AL,58,141,15,31,3,0,4,17,0,2,18,41,0,2,5,0,6 +helmsto01,1967,1,CIN,NL,137,497,40,136,27,4,2,35,5,10,24,41,8,0,5,4,11 +hendeke01,1967,1,SFN,NL,65,179,15,34,3,0,4,14,0,1,19,52,0,2,2,1,4 +hendlbo01,1967,1,CHN,NL,7,6,0,0,0,0,0,0,0,0,0,5,0,0,0,0,0 +hendlbo01,1967,2,NYN,NL,15,18,1,2,0,0,0,1,0,0,2,15,0,0,4,0,0 +henrybi01,1967,1,SFN,NL,28,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +herbero01,1967,1,SFN,NL,42,28,0,3,2,0,0,0,0,1,2,14,0,0,3,0,0 +hermore01,1967,1,ATL,NL,11,26,3,8,0,0,0,0,1,0,2,4,0,0,0,0,0 +hernaja01,1967,1,MIN,AL,29,28,1,4,0,0,0,3,0,0,0,6,0,0,2,0,0 +hernara01,1967,1,ATL,NL,46,4,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +herrejo01,1967,1,HOU,NL,5,4,0,1,0,0,0,1,0,0,0,1,0,0,0,0,0 +herrmed01,1967,1,CHA,AL,2,3,1,2,1,0,0,1,0,0,1,0,1,0,0,0,0 +hershmi01,1967,1,KC1,AL,142,480,55,122,25,1,1,49,10,3,38,40,2,7,5,7,13 +hiattja01,1967,1,SFN,NL,73,153,24,42,6,0,6,26,0,0,27,37,1,1,1,0,3 +hibbsji01,1967,1,CAL,AL,3,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +hickmji02,1967,1,LAN,NL,65,98,7,16,6,1,0,10,1,1,14,28,1,0,2,0,4 +higgide01,1967,1,CHA,AL,9,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hillech01,1967,1,NYN,NL,25,54,0,5,3,0,0,3,0,0,2,11,0,0,1,0,1 +hillech01,1967,2,PHI,NL,31,43,4,13,1,0,0,2,0,2,2,4,0,0,0,0,0 +hillejo01,1967,1,DET,AL,23,15,0,2,0,0,0,2,0,0,1,5,0,0,1,0,0 +hinslje01,1967,1,NYN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hintoch01,1967,1,CLE,AL,147,498,55,122,19,3,10,37,6,8,43,100,5,1,6,4,7 +hoernjo01,1967,1,SLN,NL,57,11,0,2,0,0,0,0,0,0,0,5,0,0,2,0,0 +holtzke01,1967,1,CHN,NL,12,35,4,7,1,0,0,2,0,0,0,11,0,0,6,0,0 +horlejo01,1967,1,CHA,AL,51,83,8,14,1,0,0,5,0,1,1,14,0,1,8,1,1 +hortoto01,1967,1,BOS,AL,21,39,2,12,3,0,0,9,0,0,0,5,0,0,0,1,2 +hortoto01,1967,2,CLE,AL,106,363,35,102,13,4,10,44,3,0,18,52,3,4,1,1,8 +hortowi01,1967,1,DET,AL,122,401,47,110,20,3,19,67,0,0,36,80,0,4,1,3,12 +housepa01,1967,1,HOU,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +howarbr01,1967,1,CHA,AL,30,28,1,5,1,0,0,0,0,0,1,9,0,0,3,0,0 +howarel01,1967,1,NYA,AL,66,199,13,39,6,0,3,17,0,0,12,36,3,2,1,2,6 +howarel01,1967,2,BOS,AL,42,116,9,17,3,0,1,11,0,0,9,24,3,1,1,2,4 +howarfr01,1967,1,WS2,AL,149,519,71,133,20,2,36,89,0,1,60,155,7,5,0,1,14 +howsedi01,1967,1,NYA,AL,63,149,18,40,6,0,0,10,1,4,25,15,0,2,3,0,0 +hughedi01,1967,1,SLN,NL,40,78,3,10,0,0,0,4,0,0,2,36,0,0,4,0,0 +humphbo01,1967,1,WS2,AL,48,15,1,2,0,0,0,2,0,0,3,2,0,0,2,0,0 +hundlra01,1967,1,CHN,NL,152,539,68,144,25,3,14,60,2,4,44,75,6,2,7,5,12 +hunteca01,1967,1,KC1,AL,37,92,9,18,4,0,2,6,0,0,0,32,0,0,2,0,1 +huntro01,1967,1,LAN,NL,110,388,44,102,17,3,3,33,2,1,39,24,3,10,3,2,9 +huntzst01,1967,1,SLN,NL,3,6,1,1,0,0,0,0,0,0,1,2,0,0,0,0,0 +izquiha01,1967,1,MIN,AL,16,26,4,7,2,0,0,2,0,0,1,2,0,0,1,0,0 +jacksal01,1967,1,SLN,NL,41,31,4,8,1,0,0,2,0,0,2,9,0,0,1,0,1 +jacksgr01,1967,1,PHI,NL,43,15,0,2,0,0,0,0,0,0,1,10,0,0,0,0,1 +jacksla01,1967,1,PHI,NL,42,87,5,14,2,0,0,2,0,0,2,28,0,0,4,0,1 +jacksre01,1967,1,KC1,AL,35,118,13,21,4,4,1,6,1,1,10,46,0,5,1,1,1 +jacksso01,1967,1,HOU,NL,129,520,67,123,18,3,0,25,22,9,36,45,1,0,8,2,14 +jamesri01,1967,1,CHN,NL,3,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +jarvipa01,1967,1,ATL,NL,32,71,2,6,0,0,0,4,0,0,3,32,0,0,3,0,0 +jastela01,1967,1,SLN,NL,35,50,3,5,0,0,0,2,0,0,3,11,0,1,1,0,1 +javieju01,1967,1,SLN,NL,140,520,68,146,16,3,14,64,6,7,25,92,3,1,7,2,8 +jenkife01,1967,1,CHN,NL,39,93,5,14,3,1,0,10,0,0,6,35,0,0,8,1,1 +jimenma01,1967,1,PIT,NL,50,56,3,14,2,0,2,10,0,0,1,4,0,1,0,0,4 +johnsal01,1967,1,SLN,NL,81,175,20,39,9,2,1,12,6,3,9,26,0,3,1,1,3 +johnsbo02,1967,1,BAL,AL,4,3,1,1,0,0,0,0,0,0,1,1,0,0,0,0,0 +johnsbo02,1967,2,NYN,NL,90,230,26,80,8,3,5,27,1,1,12,29,0,0,2,2,8 +johnsda02,1967,1,BAL,AL,148,510,62,126,30,3,10,64,4,5,59,82,10,4,5,8,12 +johnsde01,1967,1,CIN,NL,108,361,39,81,18,1,13,53,0,1,22,104,2,2,0,4,8 +johnsfr03,1967,1,SFN,NL,8,10,3,3,0,0,0,0,0,0,1,2,0,0,0,0,1 +johnsja01,1967,1,CAL,AL,79,230,18,48,7,1,2,10,3,2,5,37,0,0,2,0,4 +johnske02,1967,1,ATL,NL,29,71,5,9,1,0,0,1,0,0,5,27,0,0,6,0,0 +johnslo01,1967,1,LAN,NL,104,330,39,89,14,1,11,41,4,3,24,52,5,7,7,3,9 +johnto01,1967,1,CHA,AL,31,51,0,8,0,0,0,2,0,0,1,12,0,0,5,1,0 +jonescl01,1967,1,NYN,NL,129,411,46,101,10,5,5,30,12,2,19,57,6,4,7,5,8 +jonescl02,1967,1,CHN,NL,53,135,13,34,7,0,2,16,0,0,14,33,3,0,2,4,2 +jonesda03,1967,1,BOS,AL,89,159,18,46,6,2,3,25,0,1,11,23,3,0,1,1,2 +jonesma01,1967,1,ATL,NL,140,454,72,115,23,4,17,50,10,6,64,108,4,9,4,3,7 +jonesst01,1967,1,CHA,AL,11,4,0,1,1,0,0,0,0,0,0,1,0,0,0,0,0 +josepdu01,1967,1,CHA,AL,62,189,11,45,5,1,1,9,0,3,6,24,0,0,4,0,5 +josepri01,1967,1,PHI,NL,17,41,4,9,2,0,1,5,0,0,4,10,0,0,1,0,0 +kaatji01,1967,1,MIN,AL,45,99,7,17,3,1,1,4,0,0,7,26,0,0,1,0,2 +kalinal01,1967,1,DET,AL,131,458,94,141,28,2,25,78,8,2,83,47,10,1,2,6,16 +kelledi01,1967,1,ATL,NL,39,16,2,4,1,0,0,1,0,0,1,11,0,0,2,0,0 +kelleto01,1967,1,CLE,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kellypa01,1967,1,MIN,AL,8,1,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +kelsobi01,1967,1,CAL,AL,69,19,0,2,0,0,0,0,0,0,0,13,0,0,2,0,0 +kenneje01,1967,1,NYA,AL,20,58,4,18,2,0,1,5,2,1,10,8,0,0,6,0,0 +kennejo03,1967,1,NYA,AL,78,179,22,35,4,0,1,17,2,1,17,35,0,1,8,3,4 +kenwodi01,1967,1,CHA,AL,50,97,9,22,4,1,4,11,0,2,4,17,0,1,0,1,2 +kessido01,1967,1,CHN,NL,145,580,61,134,10,7,0,42,6,13,33,80,1,4,7,4,3 +killeha01,1967,1,MIN,AL,163,547,105,147,24,1,44,113,1,0,131,111,15,3,0,8,16 +kingha01,1967,1,HOU,NL,15,44,2,11,1,2,0,6,0,0,2,9,0,0,0,0,0 +kingji01,1967,1,WS2,AL,47,100,10,21,2,2,1,12,1,1,15,13,0,3,0,1,2 +kingji01,1967,2,CHA,AL,23,50,2,6,1,0,0,2,0,0,4,16,0,0,0,0,1 +kingji01,1967,3,CLE,AL,19,21,2,3,0,0,0,0,0,0,1,2,0,0,0,0,0 +kirkped01,1967,1,CAL,AL,3,8,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +klagefr01,1967,1,CHA,AL,12,12,0,0,0,0,0,1,0,0,0,8,0,0,1,0,0 +klinero01,1967,1,MIN,AL,54,5,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +klippjo01,1967,1,DET,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +knoopbo01,1967,1,CAL,AL,159,511,51,125,18,5,9,38,2,2,44,136,13,1,6,2,10 +knowlda01,1967,1,WS2,AL,61,16,0,1,0,0,0,1,0,0,1,6,0,0,0,0,0 +kooncca01,1967,1,CHN,NL,34,7,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +kooncca01,1967,2,NYN,NL,13,13,1,2,0,0,0,0,0,0,0,4,0,0,1,0,0 +koosmje01,1967,1,NYN,NL,9,2,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +koringe01,1967,1,DET,AL,9,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +koscoan01,1967,1,MIN,AL,9,28,4,4,1,0,0,4,0,0,2,4,0,0,0,0,1 +kostrfr01,1967,1,MIN,AL,32,31,4,10,0,0,0,2,0,0,3,2,0,0,0,0,2 +kralija01,1967,1,CLE,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kraneed01,1967,1,NYN,NL,141,469,37,126,17,1,10,54,0,4,37,51,15,1,5,4,13 +krausle02,1967,1,KC1,AL,49,41,2,6,1,0,1,3,1,0,1,16,0,0,1,0,1 +kubiate01,1967,1,KC1,AL,53,102,6,16,2,1,0,5,0,0,12,20,0,0,2,1,2 +lamabja01,1967,1,CHA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lamabja01,1967,2,NYN,NL,16,5,0,0,0,0,0,0,0,0,1,3,0,0,0,0,0 +lamabja01,1967,3,SLN,NL,23,10,0,2,0,0,0,1,0,0,0,6,0,0,1,0,0 +landibi01,1967,1,BOS,AL,21,2,1,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +landiji01,1967,1,HOU,NL,50,143,19,36,11,1,1,14,2,1,20,35,0,1,0,3,0 +landiji01,1967,2,DET,AL,25,48,4,10,0,0,2,4,0,2,7,12,0,0,0,1,0 +landiji01,1967,3,BOS,AL,5,7,1,1,0,0,1,1,0,0,1,3,0,0,0,0,0 +lanieha01,1967,1,SFN,NL,151,525,37,112,16,3,0,42,2,2,16,61,2,2,13,1,17 +larsedo01,1967,1,CHN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lashefr01,1967,1,DET,AL,17,9,0,1,0,0,0,0,0,0,0,6,0,0,1,0,0 +latmaba01,1967,1,HOU,NL,39,11,1,1,0,0,0,0,0,0,0,3,0,0,1,0,1 +lauch01,1967,1,BAL,AL,11,8,0,1,1,0,0,3,0,0,2,2,1,0,0,1,0 +lauch01,1967,2,ATL,NL,52,45,3,9,1,0,1,5,0,0,4,9,1,0,0,0,1 +lauzege01,1967,1,KC1,AL,3,3,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0 +lawve01,1967,1,PIT,NL,26,27,3,3,2,0,0,1,0,0,1,6,0,0,1,0,0 +leebo01,1967,1,LAN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leebo01,1967,2,CIN,NL,27,8,2,3,0,0,0,1,0,0,0,5,0,0,0,0,0 +lefebji01,1967,1,LAN,NL,136,494,51,129,18,5,8,50,1,5,44,64,11,3,7,5,10 +lemasde01,1967,1,ATL,NL,31,67,2,7,0,0,0,3,0,0,4,24,0,0,7,1,0 +leonhda01,1967,1,BAL,AL,3,5,0,0,0,0,0,0,0,0,0,3,0,0,0,0,1 +lewisal01,1967,1,KC1,AL,34,6,7,1,0,0,0,0,14,5,0,3,0,0,0,0,0 +lewisjo01,1967,1,NYN,NL,13,34,2,4,1,0,0,2,0,0,2,11,0,0,0,0,0 +lillibo01,1967,1,HOU,NL,37,82,3,20,1,0,0,5,0,1,1,8,0,0,5,0,4 +lindbpa01,1967,1,KC1,AL,48,34,1,7,1,0,1,3,0,0,0,7,0,0,1,0,0 +linesdi01,1967,1,WS2,AL,54,9,2,1,0,0,0,0,0,0,3,3,0,0,0,0,0 +linzph01,1967,1,PHI,NL,23,18,4,4,2,0,1,5,0,0,2,1,0,0,0,0,1 +linzph01,1967,2,NYN,NL,24,58,8,12,2,0,0,1,0,0,4,10,0,1,2,0,2 +linzyfr01,1967,1,SFN,NL,57,15,0,0,0,0,0,0,0,0,0,6,0,0,3,0,0 +lockdo01,1967,1,PHI,NL,112,313,46,79,13,1,14,51,9,5,43,98,4,5,2,3,4 +lockebo01,1967,1,CAL,AL,9,3,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0 +lockebo02,1967,1,CHA,AL,77,10,0,0,0,0,0,0,0,0,0,6,0,0,1,0,0 +lolicmi01,1967,1,DET,AL,32,61,4,12,0,0,0,4,0,0,7,25,0,0,7,0,1 +lonboji01,1967,1,BOS,AL,39,99,7,14,1,1,0,8,1,1,4,52,0,0,6,0,0 +lopezma01,1967,1,CAL,AL,7,2,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +lopezma01,1967,2,BAL,AL,6,5,0,0,0,0,0,0,0,0,1,2,0,0,0,0,0 +loughla01,1967,1,PHI,NL,3,1,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0 +lummi01,1967,1,ATL,NL,9,26,1,6,0,0,0,1,0,1,1,4,0,0,0,0,0 +lumpeje01,1967,1,DET,AL,81,177,19,41,4,0,4,17,0,0,16,18,2,0,0,0,3 +lundgo01,1967,1,CLE,AL,3,8,1,2,1,0,0,0,0,0,0,2,0,0,0,0,0 +luploal01,1967,1,NYN,NL,41,112,11,23,1,0,3,9,0,0,8,19,1,1,0,2,3 +luploal01,1967,2,PIT,NL,55,103,13,19,1,0,1,8,1,0,6,14,0,1,3,2,2 +lylesp01,1967,1,BOS,AL,27,8,1,2,1,0,0,0,0,0,0,4,0,0,0,0,0 +malonji01,1967,1,CIN,NL,33,69,1,11,2,1,0,6,1,0,0,18,0,0,2,1,2 +mantlmi01,1967,1,NYA,AL,144,440,63,108,17,0,22,55,1,1,107,113,7,1,0,5,9 +maricju01,1967,1,SFN,NL,26,79,5,14,6,0,0,3,0,0,2,10,0,0,2,0,1 +marisro01,1967,1,SLN,NL,125,410,64,107,18,7,9,55,0,0,52,61,3,4,1,5,10 +marshda01,1967,1,SFN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +marshmi01,1967,1,DET,AL,37,9,2,2,0,0,0,1,0,0,0,3,0,0,2,0,0 +martijc01,1967,1,CHA,AL,101,252,22,59,12,1,4,22,4,4,30,41,4,1,2,1,4 +martima01,1967,1,ATL,NL,44,73,14,21,2,1,0,5,0,1,11,11,1,1,1,1,2 +masondo01,1967,1,SFN,NL,4,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +matchto01,1967,1,DET,AL,8,6,1,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +matheed01,1967,1,HOU,NL,101,328,39,78,13,2,10,38,2,4,48,65,12,1,2,4,5 +matheed01,1967,2,DET,AL,36,108,14,25,3,0,6,19,0,0,15,23,0,2,1,2,1 +maxvida01,1967,1,SLN,NL,152,476,37,108,14,4,1,41,0,2,48,66,12,1,1,4,11 +mayda01,1967,1,BAL,AL,36,85,12,20,1,1,1,7,0,0,6,13,2,0,0,0,0 +mayele01,1967,1,CLE,AL,115,297,43,77,20,4,9,27,3,3,26,47,4,1,2,0,2 +mayje01,1967,1,PIT,NL,110,325,23,88,13,2,3,22,0,0,36,55,19,3,0,1,14 +mayle01,1967,1,CIN,NL,127,438,54,116,29,2,12,57,4,8,19,80,3,10,1,4,10 +mayswi01,1967,1,SFN,NL,141,486,83,128,22,2,22,70,6,0,51,92,7,2,2,3,12 +mazerbi01,1967,1,PIT,NL,163,639,62,167,25,3,9,77,1,2,30,55,7,0,5,5,17 +mcauldi01,1967,1,DET,AL,153,557,92,133,16,7,22,65,6,5,105,118,4,7,2,4,2 +mcbeaal01,1967,1,PIT,NL,51,29,0,6,0,1,0,3,0,0,3,11,0,1,1,0,1 +mccarti01,1967,1,SLN,NL,138,471,68,139,26,3,14,69,8,8,54,32,19,5,4,6,9 +mccoobi01,1967,1,CIN,NL,31,26,1,2,0,0,0,1,0,0,2,16,0,0,1,0,0 +mccormi03,1967,1,SFN,NL,41,84,8,10,2,0,1,5,0,0,4,32,0,0,6,1,5 +mccovwi01,1967,1,SFN,NL,135,456,73,126,17,4,31,91,3,3,71,110,17,6,2,4,8 +mccrato01,1967,1,CHA,AL,125,453,55,107,18,3,11,45,24,10,33,55,2,1,2,2,9 +mcdanli01,1967,1,SFN,NL,41,11,0,1,0,0,0,0,0,0,0,6,0,0,0,0,0 +mcdowsa01,1967,1,CLE,AL,37,82,5,15,1,0,1,6,0,0,1,28,0,0,4,1,1 +mcfaror01,1967,1,CAL,AL,12,22,0,5,0,0,0,3,0,0,1,7,0,0,0,1,3 +mcgloji01,1967,1,CAL,AL,32,57,5,8,1,0,0,4,0,0,3,26,0,0,7,0,0 +mcgratu01,1967,1,NYN,NL,4,4,1,1,1,0,0,0,0,0,0,1,0,0,1,0,0 +mcguimi01,1967,1,BAL,AL,10,17,2,4,0,0,0,2,0,0,0,2,0,0,0,0,1 +mclaide01,1967,1,DET,AL,38,85,3,10,0,0,0,0,0,0,2,37,0,0,5,0,3 +mcmahdo02,1967,1,BOS,AL,11,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +mcmahdo02,1967,2,CHA,AL,52,11,0,2,0,0,0,0,0,0,0,8,0,0,0,0,0 +mcmulke01,1967,1,WS2,AL,146,563,73,138,22,2,16,67,5,3,46,84,2,1,5,5,15 +mcnalda01,1967,1,BAL,AL,24,38,1,6,1,0,0,2,0,0,1,11,0,0,7,0,0 +mcnerje01,1967,1,CHA,AL,56,123,8,28,6,0,3,13,0,0,6,14,3,2,4,0,4 +menkede01,1967,1,ATL,NL,129,418,37,95,14,3,7,39,5,7,65,62,5,3,2,3,7 +merriji01,1967,1,MIN,AL,37,74,4,10,3,0,0,2,0,0,7,33,0,0,3,0,2 +michage01,1967,1,LAN,NL,98,223,20,45,3,1,0,7,1,3,11,30,0,2,9,0,4 +mikkepe01,1967,1,PIT,NL,32,4,1,0,0,0,0,0,0,0,1,1,0,0,2,0,0 +mikkepe01,1967,2,CHN,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +millafe01,1967,1,ATL,NL,41,136,13,32,3,3,2,6,0,3,4,10,1,2,1,1,3 +millebo04,1967,1,LAN,NL,52,8,0,1,0,0,0,0,0,0,0,3,0,0,1,0,1 +millejo03,1967,1,BAL,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0 +milleno01,1967,1,HOU,NL,64,190,15,39,9,3,1,14,2,0,19,42,2,0,1,0,10 +millest01,1967,1,BAL,AL,42,11,0,0,0,0,0,0,0,0,0,6,0,0,0,0,0 +minchdo01,1967,1,CAL,AL,147,487,81,133,23,3,25,76,0,3,69,69,9,4,2,1,11 +moelljo01,1967,1,LAN,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +monbobi01,1967,1,DET,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +monbobi01,1967,2,NYA,AL,33,32,1,5,0,0,0,0,0,0,1,8,0,0,3,0,0 +mondari01,1967,1,KC1,AL,124,406,52,102,14,6,14,58,3,6,42,107,2,2,5,4,5 +monteau01,1967,1,CHA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +moockjo01,1967,1,NYN,NL,13,40,2,9,2,0,0,5,0,0,0,7,0,0,0,0,1 +mooreba01,1967,1,WS2,AL,27,46,3,6,2,0,0,6,0,0,2,19,0,0,4,2,0 +moosebo01,1967,1,PIT,NL,2,6,2,2,0,1,0,1,0,0,0,3,0,0,0,0,0 +moralri01,1967,1,CHA,AL,8,10,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +morehda01,1967,1,BOS,AL,10,12,1,1,0,0,0,0,0,0,1,4,0,0,3,0,0 +morgajo02,1967,1,HOU,NL,133,494,73,136,27,11,6,42,29,5,81,51,5,2,1,2,2 +mortobu01,1967,1,CAL,AL,80,201,23,63,9,3,0,32,0,3,22,29,1,2,4,0,8 +moschro01,1967,1,NYA,AL,14,9,1,1,0,0,0,0,0,0,1,2,0,0,1,0,0 +motama01,1967,1,PIT,NL,120,349,53,112,14,8,4,56,3,2,14,46,2,2,5,8,8 +mottocu01,1967,1,BAL,AL,27,65,5,13,2,0,2,9,0,1,5,14,0,2,0,3,2 +murreiv01,1967,1,HOU,NL,10,29,2,9,0,0,0,1,1,0,1,9,1,0,1,0,0 +narumbu01,1967,1,WS2,AL,2,5,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +nashco01,1967,1,CHA,AL,3,3,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +nashji01,1967,1,KC1,AL,37,70,0,7,0,0,0,4,0,0,4,42,0,0,3,1,0 +nelsome01,1967,1,MIN,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nelsoro02,1967,1,CHA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nendi01,1967,1,WS2,AL,110,238,21,52,7,1,6,29,0,1,21,39,4,0,1,2,6 +nettlgr01,1967,1,MIN,AL,3,3,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0 +newmafr01,1967,1,CAL,AL,3,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nichoda01,1967,1,ATL,NL,10,25,2,5,0,0,0,1,0,0,2,9,1,0,1,1,0 +niekrjo01,1967,1,CHN,NL,36,46,5,9,2,0,0,11,1,0,1,13,0,0,9,2,1 +niekrph01,1967,1,ATL,NL,46,57,4,7,2,0,0,2,0,0,1,16,0,2,6,0,2 +nixonru01,1967,1,MIN,AL,74,170,16,40,6,1,1,22,0,0,18,29,3,0,2,3,4 +nolanga01,1967,1,CIN,NL,33,67,1,7,1,0,0,1,0,0,6,36,0,0,8,0,0 +nolddi01,1967,1,WS2,AL,7,3,0,0,0,0,0,0,0,0,1,3,0,0,0,0,0 +normafr01,1967,1,CHN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +northji01,1967,1,DET,AL,144,495,63,134,18,6,10,61,7,1,43,83,6,3,0,1,15 +nossejo01,1967,1,KC1,AL,87,166,12,34,6,1,0,10,2,0,4,26,1,0,1,2,2 +nottedo01,1967,1,CIN,NL,47,3,0,0,0,0,0,0,0,0,0,3,0,0,2,0,0 +nyeri01,1967,1,CHN,NL,35,75,5,16,4,0,0,4,0,0,2,29,0,0,3,0,0 +odellbi01,1967,1,PIT,NL,28,26,1,3,0,0,0,0,0,0,2,8,0,0,1,0,0 +odombl01,1967,1,KC1,AL,33,28,4,8,1,0,0,0,0,1,1,14,0,0,0,0,0 +odonojo01,1967,1,CLE,AL,33,40,3,4,0,0,1,4,1,0,3,16,0,0,1,0,0 +olivato01,1967,1,MIN,AL,146,557,76,161,34,6,17,83,11,3,44,61,12,8,1,5,9 +olivege01,1967,1,ATL,NL,17,51,8,10,2,0,3,6,0,0,6,8,0,0,0,0,3 +olivege01,1967,2,PHI,NL,85,263,29,59,16,0,7,34,2,2,29,56,3,1,1,4,5 +olivena01,1967,1,LAN,NL,77,232,18,55,6,2,0,7,3,2,13,50,0,2,2,0,7 +ollomji01,1967,1,MIN,AL,21,5,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +orsinjo01,1967,1,WS2,AL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +ortegph01,1967,1,WS2,AL,34,66,3,4,0,0,0,0,0,0,6,33,0,0,7,0,0 +osinsda01,1967,1,BOS,AL,34,9,0,3,1,0,0,1,0,0,0,4,0,0,0,0,0 +osteecl01,1967,1,LAN,NL,42,101,9,18,3,1,2,9,0,0,4,22,0,0,5,2,4 +osteeda01,1967,1,CIN,NL,14,1,1,0,0,0,0,0,1,0,0,1,0,0,1,0,0 +otisam01,1967,1,NYN,NL,19,59,6,13,2,0,0,1,0,4,5,13,0,1,1,0,0 +otoolji01,1967,1,CHA,AL,15,13,0,1,0,0,0,1,0,0,0,5,0,0,1,0,0 +owensji01,1967,1,HOU,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +oylerra01,1967,1,DET,AL,148,367,33,76,14,2,1,29,0,2,37,91,3,2,15,3,10 +paganjo01,1967,1,PIT,NL,81,211,17,61,6,2,1,19,1,1,10,28,3,3,1,5,4 +pagliji01,1967,1,PIT,NL,44,100,4,20,1,1,0,9,0,0,16,26,5,1,0,1,4 +palmeji01,1967,1,BAL,AL,9,13,2,1,1,0,0,1,0,0,2,9,0,0,3,0,0 +pappami01,1967,1,CIN,NL,34,72,2,7,0,0,1,3,0,0,3,33,0,0,2,0,1 +parkewe01,1967,1,LAN,NL,139,413,56,102,16,5,5,31,10,5,65,83,10,7,10,1,10 +pascuca02,1967,1,WS2,AL,28,51,2,9,1,0,0,2,0,0,4,6,0,0,6,0,0 +pavledo01,1967,1,CIN,NL,74,231,25,55,14,3,6,34,2,1,21,38,7,4,0,2,13 +penaor01,1967,1,DET,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +penaor01,1967,2,CLE,AL,48,8,0,0,0,0,0,0,0,0,0,6,0,0,1,0,1 +pepitjo01,1967,1,NYA,AL,133,501,45,126,18,3,13,64,1,3,34,62,4,3,3,4,16 +perezto01,1967,1,CIN,NL,156,600,78,174,28,7,26,102,0,3,33,102,10,4,0,7,15 +perkice01,1967,1,NYA,AL,2,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0 +perraro01,1967,1,LAN,NL,70,10,0,1,0,0,0,1,0,0,0,7,0,0,0,0,0 +perryga01,1967,1,SFN,NL,42,91,2,13,1,0,0,2,0,0,0,28,0,0,15,0,1 +perryji01,1967,1,MIN,AL,39,42,2,8,1,0,1,7,0,0,0,6,0,0,0,0,2 +peterca01,1967,1,WS2,AL,122,405,35,97,17,2,8,46,0,3,32,61,1,3,0,2,10 +peterfr01,1967,1,NYA,AL,36,48,2,7,1,0,0,1,0,0,5,19,0,0,3,0,0 +peterga01,1967,1,CHA,AL,48,99,10,21,0,2,2,13,0,0,2,23,1,2,4,0,3 +petrori01,1967,1,BOS,AL,142,491,53,127,24,2,17,66,2,4,49,93,9,5,8,3,4 +phillad01,1967,1,CHN,NL,144,448,66,120,20,7,17,70,24,10,80,93,29,6,5,2,9 +phoebto01,1967,1,BAL,AL,33,76,6,11,1,0,1,6,0,0,3,32,0,0,3,0,0 +piercto01,1967,1,KC1,AL,49,20,0,0,0,0,0,0,0,0,0,11,0,0,1,0,0 +piersji01,1967,1,CAL,AL,5,3,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +pinsova01,1967,1,CIN,NL,158,650,90,187,28,13,18,66,26,8,26,86,1,3,4,1,6 +pizarju01,1967,1,PIT,NL,50,27,1,7,1,0,0,3,0,0,1,5,0,0,0,0,0 +podrejo01,1967,1,DET,AL,21,20,1,2,0,0,0,0,0,0,0,4,0,0,0,0,2 +pointaa01,1967,1,HOU,NL,27,70,6,11,4,0,1,10,1,0,13,26,1,1,1,2,1 +popovpa01,1967,1,CHN,NL,49,159,18,34,4,0,0,2,0,1,9,12,0,2,3,0,6 +poulske01,1967,1,BOS,AL,5,5,0,1,1,0,0,0,0,0,0,2,0,0,0,0,0 +powelbo01,1967,1,BAL,AL,125,415,53,97,14,1,13,55,1,3,55,94,5,2,1,4,6 +priceji01,1967,1,DET,AL,44,92,9,24,4,0,0,8,0,0,4,10,1,0,2,0,4 +priddbo01,1967,1,WS2,AL,49,22,3,4,1,0,0,1,1,0,3,9,0,0,2,0,0 +queenme02,1967,1,CIN,NL,49,81,6,17,4,0,0,5,2,0,4,10,0,0,3,1,3 +quilifr01,1967,1,MIN,AL,23,19,2,2,1,0,0,0,0,0,3,4,0,0,0,0,1 +radatdi01,1967,1,CLE,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +radatdi01,1967,2,CHN,NL,20,4,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +raderdo02,1967,1,HOU,NL,47,162,24,54,10,4,2,26,0,3,7,31,2,2,1,4,3 +rakowed01,1967,1,ATL,NL,17,10,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +ramospe01,1967,1,PHI,NL,6,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +raudmbo01,1967,1,CHN,NL,8,26,0,4,0,0,0,1,0,0,1,4,1,0,0,0,2 +raymocl01,1967,1,HOU,NL,21,5,0,1,1,0,0,1,0,0,0,1,0,0,0,0,0 +raymocl01,1967,2,ATL,NL,28,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1 +reedho01,1967,1,HOU,NL,4,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +reedro01,1967,1,ATL,NL,3,8,1,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +reeseri01,1967,1,MIN,AL,95,101,13,25,5,0,4,20,0,0,8,17,2,0,0,1,1 +reganph01,1967,1,LAN,NL,55,10,0,1,0,0,0,0,0,0,0,2,0,0,0,0,2 +reichri01,1967,1,CAL,AL,146,498,56,132,14,2,17,69,5,3,35,90,4,7,2,3,16 +renifha01,1967,1,NYA,AL,24,2,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +renifha01,1967,2,NYN,NL,29,4,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +repozro01,1967,1,KC1,AL,40,87,9,21,6,1,2,8,4,2,12,20,1,1,1,0,1 +repozro01,1967,2,CAL,AL,74,176,25,44,9,1,5,20,2,2,19,37,1,0,0,3,0 +reynoto01,1967,1,NYN,NL,101,136,16,28,1,0,2,9,1,1,11,26,3,3,1,1,3 +ribande01,1967,1,PIT,NL,47,60,9,16,2,2,0,3,0,0,1,11,0,0,2,1,1 +richepe01,1967,1,WS2,AL,12,17,1,1,0,0,0,0,0,0,0,10,0,0,1,0,0 +richepe01,1967,2,BAL,AL,27,37,2,4,1,0,0,1,0,0,1,16,0,0,5,1,0 +rickeda01,1967,1,SLN,NL,52,99,11,27,8,0,1,14,0,0,4,7,0,0,0,2,3 +ritchja01,1967,1,ATL,NL,52,10,0,3,0,1,0,1,0,0,0,2,0,0,0,0,0 +roberbo01,1967,1,PIT,NL,9,35,4,6,0,0,2,4,0,0,3,12,0,0,0,0,0 +roberda04,1967,1,NYA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +roberri01,1967,1,SFN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +robinbi02,1967,1,NYA,AL,116,342,31,67,6,1,7,29,2,2,28,56,4,2,5,3,12 +robinbr01,1967,1,BAL,AL,158,610,88,164,25,5,22,77,1,3,54,54,9,4,5,8,21 +robinfl01,1967,1,CIN,NL,55,130,19,31,6,2,1,10,3,1,14,14,1,0,0,1,2 +robinfr02,1967,1,BAL,AL,129,479,83,149,23,7,30,94,2,3,71,84,14,7,0,6,10 +rodgean01,1967,1,PIT,NL,47,61,8,14,3,0,2,4,1,1,8,18,2,0,0,1,2 +rodgebu01,1967,1,CAL,AL,139,429,29,94,13,3,6,41,1,4,34,55,5,2,6,4,12 +rodriau01,1967,1,CAL,AL,29,130,14,31,3,1,1,8,1,0,2,21,0,0,1,0,1 +rodriro01,1967,1,KC1,AL,15,9,1,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +rohrbi01,1967,1,BOS,AL,10,10,0,0,0,0,0,0,0,0,2,4,0,0,3,0,0 +rohrle01,1967,1,NYN,NL,3,6,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +rojasco01,1967,1,PHI,NL,147,528,60,137,21,2,4,45,8,4,30,58,3,0,16,4,14 +rojasmi01,1967,1,CAL,AL,72,17,0,1,0,0,0,1,0,0,1,10,0,0,3,0,0 +rolanji01,1967,1,MIN,AL,25,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +rolliri01,1967,1,MIN,AL,109,339,31,83,11,2,6,39,1,1,27,58,4,3,4,1,10 +romanjo01,1967,1,SLN,NL,24,58,1,7,1,0,0,2,1,0,13,15,0,0,0,0,1 +roofph01,1967,1,KC1,AL,114,327,23,67,14,5,6,24,4,1,23,85,5,5,3,2,3 +rosebjo01,1967,1,LAN,NL,116,334,37,91,18,2,4,24,2,4,38,33,12,2,4,2,8 +rosepe01,1967,1,CIN,NL,148,585,86,176,32,8,12,76,11,6,56,66,9,3,1,2,9 +roznovi01,1967,1,BAL,AL,45,97,7,20,5,0,0,10,0,0,1,20,0,0,0,1,4 +rubiojo01,1967,1,CAL,AL,3,3,1,1,0,0,0,0,0,0,1,0,0,0,0,0,0 +rudijo01,1967,1,KC1,AL,19,43,4,8,2,0,0,1,0,0,3,7,0,0,0,0,1 +ruizch01,1967,1,CIN,NL,105,250,32,55,12,4,0,13,9,4,11,35,0,2,4,1,8 +ryanmi02,1967,1,BOS,AL,79,226,21,45,4,2,2,27,2,0,26,42,5,1,4,2,8 +sadecra01,1967,1,SFN,NL,37,73,2,18,3,0,0,5,0,0,1,15,0,0,1,0,0 +salmoch01,1967,1,CLE,AL,90,203,19,46,13,1,2,19,10,4,17,29,1,1,2,1,4 +sandsch01,1967,1,NYA,AL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +sanfoja02,1967,1,CAL,AL,12,15,0,3,0,1,0,1,0,0,1,9,0,0,2,0,0 +sanfoja02,1967,2,KC1,AL,10,3,0,0,0,0,0,0,0,0,1,2,0,0,0,0,0 +sanguma01,1967,1,PIT,NL,30,96,6,26,4,0,0,8,0,1,4,12,3,0,2,0,2 +santijo02,1967,1,BOS,AL,50,42,5,8,3,0,1,3,0,0,2,15,0,0,1,1,1 +santoro01,1967,1,CHN,NL,161,586,107,176,23,4,31,98,1,5,96,103,9,3,0,12,17 +satrito01,1967,1,CAL,AL,90,201,13,45,7,0,4,21,1,0,28,25,3,0,1,0,5 +savagte01,1967,1,SLN,NL,9,8,1,1,0,0,0,0,0,0,1,3,0,0,0,0,0 +savagte01,1967,2,CHN,NL,96,225,40,49,10,1,5,33,7,6,40,54,6,5,3,2,7 +saverbo01,1967,1,WS2,AL,89,233,22,55,13,0,0,8,8,0,17,34,1,0,2,1,6 +schaapa01,1967,1,CAL,AL,99,272,31,51,9,1,6,20,2,2,38,39,3,1,7,4,3 +schafji01,1967,1,PHI,NL,2,2,1,0,0,0,0,0,0,0,1,1,1,0,0,0,0 +scheiri01,1967,1,CLE,AL,18,66,8,21,4,2,0,6,0,2,5,10,1,0,1,1,0 +schmeal01,1967,1,NYN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schneda01,1967,1,HOU,NL,55,5,1,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +schofdi01,1967,1,LAN,NL,84,232,23,50,10,1,2,15,1,2,31,40,4,0,4,1,9 +schrobo01,1967,1,SFN,NL,62,135,20,31,4,0,0,7,1,0,15,15,3,0,3,0,1 +schwado01,1967,1,ATL,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +scottge02,1967,1,BOS,AL,159,565,74,171,21,7,19,82,10,8,63,119,10,4,3,6,13 +seaveto01,1967,1,NYN,NL,36,77,5,11,2,0,0,5,2,0,8,24,0,1,6,1,0 +seguidi01,1967,1,KC1,AL,36,9,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +selmadi01,1967,1,NYN,NL,43,22,2,2,0,0,0,0,0,0,0,10,0,0,1,0,0 +sembeca01,1967,1,HOU,NL,45,7,1,1,0,0,0,0,0,0,0,3,0,0,1,0,0 +shamsar01,1967,1,CIN,NL,76,147,6,29,3,1,3,13,0,1,15,34,5,1,0,1,1 +shannmi01,1967,1,SLN,NL,130,482,53,118,18,3,12,77,2,4,37,89,6,4,2,3,12 +shawbo01,1967,1,NYN,NL,23,25,0,1,0,0,0,0,0,0,1,10,0,0,1,0,1 +shawbo01,1967,2,CHN,NL,9,4,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0 +shawdo01,1967,1,NYN,NL,40,3,1,0,0,0,0,0,0,0,2,1,0,0,1,0,0 +shellji01,1967,1,PIT,NL,6,6,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +sherrla01,1967,1,DET,AL,20,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sherrla01,1967,2,HOU,NL,29,5,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +shirlba01,1967,1,NYN,NL,6,12,1,0,0,0,0,0,0,0,0,5,0,0,0,0,0 +shopato01,1967,1,NYA,AL,8,27,2,8,1,0,2,6,2,0,1,5,1,0,0,1,0 +shortbi01,1967,1,PIT,NL,6,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +shortch02,1967,1,PHI,NL,29,66,0,6,1,0,0,5,0,0,2,20,0,1,4,0,1 +siebeno01,1967,1,SFN,NL,46,58,6,9,1,1,0,4,0,0,14,13,0,0,0,0,0 +siebeno01,1967,2,BOS,AL,33,44,2,9,0,2,0,7,0,0,6,8,1,0,0,0,1 +siebeso01,1967,1,CLE,AL,34,52,4,7,2,2,1,3,0,0,0,13,0,0,5,0,1 +siebldw01,1967,1,MIN,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +simmocu01,1967,1,CHN,NL,17,28,1,4,0,0,0,3,0,0,0,7,0,0,1,0,0 +simmocu01,1967,2,CAL,AL,14,9,1,2,1,0,0,1,0,0,0,3,0,0,1,0,0 +simpsdi01,1967,1,CIN,NL,44,54,8,14,3,0,1,6,0,1,7,11,1,0,0,1,1 +simsdu01,1967,1,CLE,AL,88,272,25,55,8,2,12,37,3,3,30,64,2,6,0,2,6 +singebi01,1967,1,LAN,NL,34,67,1,6,1,0,0,4,0,0,0,28,0,0,4,0,1 +siskto01,1967,1,PIT,NL,37,69,3,7,0,0,0,4,0,0,2,32,0,0,6,0,0 +skowrbi01,1967,1,CHA,AL,8,8,0,0,0,0,0,1,0,0,0,1,0,0,0,0,1 +skowrbi01,1967,2,CAL,AL,62,123,8,27,2,1,1,10,0,0,4,18,1,4,0,0,5 +smithch04,1967,1,NYA,AL,135,425,38,95,15,3,9,38,0,2,32,110,6,1,4,3,14 +smithre06,1967,1,BOS,AL,158,565,78,139,24,6,15,61,16,6,57,95,11,1,2,3,7 +smithwi02,1967,1,CLE,AL,21,32,0,7,2,0,0,2,0,2,1,10,0,0,0,0,1 +snyderu01,1967,1,BAL,AL,108,275,40,65,8,2,4,23,5,2,32,48,0,1,6,4,1 +sorrebi01,1967,1,SFN,NL,18,17,1,3,1,0,0,1,0,0,3,2,0,0,1,0,0 +spangal01,1967,1,CHN,NL,62,130,18,33,7,0,0,13,2,2,23,17,4,0,0,2,1 +sparmjo01,1967,1,DET,AL,37,74,1,4,0,0,0,1,0,0,3,33,0,0,13,0,0 +spiezed01,1967,1,SLN,NL,55,105,9,22,2,0,3,10,2,1,7,18,0,1,0,0,3 +sprigge01,1967,1,PIT,NL,38,57,14,10,1,1,0,5,3,0,6,20,0,0,1,2,0 +staehma01,1967,1,CHA,AL,32,54,1,6,1,0,0,1,1,1,4,8,0,0,1,0,2 +staffbi01,1967,1,KC1,AL,14,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +stahlla01,1967,1,NYN,NL,71,155,9,37,5,0,1,18,2,2,8,25,0,2,0,1,3 +stangle01,1967,1,BOS,AL,35,49,2,3,1,0,0,1,0,0,2,14,0,0,6,1,0 +stanlmi01,1967,1,DET,AL,145,333,38,70,7,3,7,24,9,2,29,46,2,0,5,0,5 +stargwi01,1967,1,PIT,NL,134,462,54,125,18,6,20,73,1,0,67,103,25,3,2,2,12 +staubru01,1967,1,HOU,NL,149,546,71,182,44,1,10,74,0,4,60,47,21,3,6,6,15 +stephje01,1967,1,BOS,AL,8,16,0,4,0,0,0,0,0,0,0,7,0,0,0,0,0 +stephjo02,1967,1,CHN,NL,18,49,3,11,3,1,0,5,0,0,1,6,1,1,1,0,1 +stewaji01,1967,1,CHN,NL,6,6,1,1,0,0,0,1,0,0,0,0,0,0,0,0,0 +stewaji01,1967,2,CHA,AL,24,18,5,3,0,0,0,1,1,0,1,6,0,0,1,0,0 +stockwe01,1967,1,KC1,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stonebi01,1967,1,CHN,NL,28,13,0,0,0,0,0,0,0,0,1,11,0,0,3,0,0 +stonege02,1967,1,ATL,NL,2,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stottme01,1967,1,NYA,AL,36,82,5,8,0,0,0,5,0,0,2,38,0,0,6,0,1 +stroued01,1967,1,CHA,AL,20,27,6,8,0,1,0,3,7,2,1,5,0,1,0,0,2 +stroued01,1967,2,WS2,AL,87,204,36,41,5,3,1,10,8,6,25,29,0,1,1,2,4 +stubimo01,1967,1,CAL,AL,5,5,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +suareke01,1967,1,KC1,AL,39,63,7,15,5,0,2,9,1,0,16,21,1,0,2,1,1 +sullijo07,1967,1,NYN,NL,65,147,4,32,5,0,0,6,0,2,6,26,3,0,2,0,2 +suthega01,1967,1,PHI,NL,103,231,23,57,12,1,1,19,0,3,17,22,5,0,3,0,6 +suttodo01,1967,1,LAN,NL,43,75,4,10,2,0,0,4,0,0,2,24,0,0,7,0,0 +swoboro01,1967,1,NYN,NL,134,449,47,126,17,3,13,53,3,1,41,96,4,1,0,3,7 +talbofr01,1967,1,NYA,AL,30,38,3,6,0,1,1,2,0,0,6,13,0,1,2,0,1 +taltoti01,1967,1,KC1,AL,46,59,7,15,3,1,0,5,0,0,7,13,1,0,1,1,4 +tartajo01,1967,1,BOS,AL,115,247,36,55,1,2,0,10,6,6,23,26,0,0,4,2,4 +tayloha04,1967,1,NYN,NL,13,37,3,9,3,0,0,4,0,0,2,8,1,0,0,0,0 +tayloha04,1967,2,CAL,AL,23,52,5,16,3,0,1,3,0,0,4,8,0,0,0,0,1 +tayloro01,1967,1,NYN,NL,50,7,0,0,0,0,0,0,0,0,0,5,0,0,1,0,0 +tayloto02,1967,1,PHI,NL,132,462,55,110,16,6,2,34,10,9,42,74,8,5,11,0,15 +tepedfr01,1967,1,NYA,AL,9,5,0,2,0,0,0,0,0,0,1,1,0,0,0,0,0 +terryra01,1967,1,NYN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thoendi01,1967,1,PHI,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thomage01,1967,1,BOS,AL,65,89,10,19,2,0,1,6,0,1,3,23,0,2,1,0,0 +thomale03,1967,1,CHN,NL,77,191,16,42,4,1,2,23,1,0,15,22,5,3,1,2,3 +tiantlu01,1967,1,CLE,AL,33,71,9,18,3,0,1,10,0,1,2,23,0,0,3,1,1 +tiefebo01,1967,1,CLE,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tillmbo01,1967,1,BOS,AL,30,64,4,12,1,0,1,4,0,0,3,18,0,0,0,0,2 +tillmbo01,1967,2,NYA,AL,22,63,5,16,1,0,2,9,0,0,7,17,1,0,0,1,2 +tilloth01,1967,1,NYA,AL,43,16,1,1,0,0,0,0,0,0,1,12,0,1,1,0,0 +tolanbo01,1967,1,SLN,NL,110,265,35,67,7,3,6,32,12,7,19,43,0,4,3,3,6 +torboje01,1967,1,LAN,NL,76,196,11,42,4,1,2,12,1,3,13,31,3,1,2,1,6 +torrejo01,1967,1,ATL,NL,135,477,67,132,18,1,20,68,2,2,49,75,7,3,1,4,22 +torremi01,1967,1,SLN,NL,3,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tovarce01,1967,1,MIN,AL,164,649,98,173,32,7,6,47,19,11,46,51,0,13,13,5,8 +tracedi01,1967,1,DET,AL,74,107,19,30,4,2,1,9,1,1,8,20,0,0,1,2,1 +treshto01,1967,1,NYA,AL,130,448,45,98,23,3,14,53,1,0,50,86,0,4,3,3,12 +tsitojo01,1967,1,CIN,NL,2,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0 +turneke01,1967,1,CAL,AL,13,4,0,0,0,0,0,0,0,0,1,4,0,0,0,0,0 +ueckebo01,1967,1,PHI,NL,18,35,3,6,2,0,0,7,0,0,5,9,1,0,1,0,1 +ueckebo01,1967,2,ATL,NL,62,158,14,23,2,0,3,13,0,1,19,51,4,0,2,1,3 +uhlaete01,1967,1,MIN,AL,133,415,41,107,19,7,6,49,4,4,13,45,1,3,4,1,4 +uphamjo01,1967,1,CHN,NL,8,3,1,2,0,0,0,0,0,0,0,0,0,0,0,0,0 +upshace01,1967,1,ATL,NL,30,6,0,1,0,0,0,1,0,0,2,3,0,0,2,0,0 +valdesa01,1967,1,MIN,AL,99,97,9,16,2,0,1,3,3,1,5,22,1,0,0,1,1 +valenfr01,1967,1,WS2,AL,151,457,52,107,16,1,11,44,17,3,56,76,1,10,3,1,5 +vealebo01,1967,1,PIT,NL,33,69,1,3,0,0,0,1,0,0,1,36,0,0,3,0,2 +verbajo01,1967,1,NYA,AL,28,18,1,2,1,0,0,2,0,0,0,7,0,0,3,0,0 +versazo01,1967,1,MIN,AL,160,581,63,116,16,7,6,50,5,3,33,113,2,6,3,3,15 +vidaljo01,1967,1,CLE,AL,16,34,4,4,0,0,0,0,0,1,7,12,0,0,0,0,2 +vonhobr01,1967,1,HOU,NL,10,15,0,1,0,0,0,0,0,0,1,6,0,0,1,0,1 +vossbi01,1967,1,CHA,AL,13,22,4,2,0,0,0,0,1,1,0,1,0,0,0,0,1 +wagnega01,1967,1,PHI,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wagnele01,1967,1,CLE,AL,135,433,56,105,15,1,15,54,3,3,37,76,6,12,2,4,5 +wallado02,1967,1,CAL,AL,23,6,2,0,0,0,0,0,0,1,3,2,0,0,1,0,0 +wardpe01,1967,1,CHA,AL,146,467,49,109,16,2,18,62,3,2,61,109,9,11,0,3,5 +washbra01,1967,1,SLN,NL,27,66,0,6,1,1,0,3,0,0,1,41,0,0,4,0,0 +waslega01,1967,1,BOS,AL,12,11,0,1,0,0,0,0,0,0,0,7,0,0,1,0,1 +watsobo01,1967,1,HOU,NL,6,14,1,3,0,0,1,2,0,0,0,3,0,0,0,0,1 +watted01,1967,1,BAL,AL,49,22,4,4,0,0,1,2,0,0,2,10,0,0,2,0,0 +weaveji02,1967,1,CAL,AL,13,6,0,0,0,0,0,0,0,0,0,4,0,0,1,0,0 +webstra02,1967,1,KC1,AL,122,360,41,92,15,4,11,51,5,3,32,44,1,2,1,0,10 +weisal01,1967,1,CHA,AL,50,53,9,13,2,0,0,4,3,3,1,7,0,1,0,0,2 +werhajo01,1967,1,LAN,NL,7,7,0,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +werhajo01,1967,2,CAL,AL,49,75,8,12,1,1,2,6,0,0,10,22,0,1,2,1,4 +wertdo01,1967,1,DET,AL,142,534,60,137,23,2,6,40,1,1,44,59,2,7,10,3,16 +whitast01,1967,1,NYA,AL,122,441,37,107,12,3,11,50,2,5,23,89,2,3,2,3,6 +whitebi03,1967,1,PHI,NL,110,308,29,77,6,2,8,33,6,1,52,61,9,3,1,5,4 +whitero01,1967,1,NYA,AL,70,214,22,48,8,0,2,18,10,4,19,25,0,1,1,3,1 +whitffr01,1967,1,CLE,AL,100,257,24,56,10,0,9,31,3,3,25,45,8,1,1,0,4 +wickeda01,1967,1,DET,AL,36,15,0,0,0,0,0,0,0,0,0,5,0,0,1,0,0 +wilheho01,1967,1,CHA,AL,49,13,0,1,0,0,0,1,0,0,0,11,0,0,0,0,0 +willhni01,1967,1,CAL,AL,10,10,0,0,0,0,0,1,0,0,0,4,0,0,0,0,0 +willhni01,1967,2,NYN,NL,4,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1 +willibi01,1967,1,CHN,NL,162,634,92,176,21,12,28,84,6,3,68,67,8,2,2,6,13 +williji03,1967,1,SLN,NL,1,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1 +williro01,1967,1,SLN,NL,65,8,0,3,1,0,0,2,0,0,0,2,0,0,0,0,0 +willist02,1967,1,CLE,AL,16,22,1,2,0,0,0,0,0,0,0,13,0,0,0,0,0 +williwa02,1967,1,CHA,AL,104,275,35,66,16,3,3,15,3,2,17,20,0,2,2,0,7 +willsma01,1967,1,PIT,NL,149,616,92,186,12,9,3,45,29,10,31,44,1,1,12,4,6 +wilsodo01,1967,1,HOU,NL,31,66,1,6,1,0,0,1,0,0,1,27,0,3,2,0,0 +wilsoea01,1967,1,DET,AL,52,108,8,20,2,0,4,15,0,0,8,39,0,1,4,0,1 +winebo01,1967,1,PHI,NL,135,363,27,69,12,5,2,28,3,2,29,77,10,0,6,2,11 +wiseri01,1967,1,PHI,NL,36,53,1,11,0,1,0,1,0,0,4,25,0,0,2,0,0 +womacdo01,1967,1,NYA,AL,65,14,1,4,0,0,0,3,0,0,0,1,0,0,0,0,0 +woodeha01,1967,1,SLN,NL,36,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +woodja01,1967,1,DET,AL,14,20,2,1,1,0,0,0,0,0,1,7,0,0,0,0,1 +woodja01,1967,2,CIN,NL,16,17,1,2,0,0,0,1,0,0,1,3,0,0,0,0,0 +woodwi01,1967,1,CHA,AL,51,16,0,1,1,0,0,1,0,0,1,11,0,0,0,0,1 +woodwwo01,1967,1,ATL,NL,136,429,30,97,15,2,0,25,0,6,37,51,5,1,6,3,11 +worthal01,1967,1,MIN,AL,59,8,0,0,0,0,0,0,0,0,1,5,0,0,0,0,0 +wrighcl01,1967,1,CAL,AL,23,22,4,6,2,0,0,1,0,0,0,9,0,0,3,0,0 +wyattjo02,1967,1,BOS,AL,60,12,0,1,0,0,0,0,0,0,0,6,0,1,0,0,0 +wynnebi02,1967,1,NYN,NL,6,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wynnji01,1967,1,HOU,NL,158,594,102,148,29,3,37,107,16,4,74,137,7,2,6,7,8 +yastrca01,1967,1,BOS,AL,161,579,112,189,31,4,44,121,10,8,91,69,11,4,1,5,5 +zachach02,1967,1,HOU,NL,10,10,1,1,0,0,0,0,0,0,1,5,0,0,0,0,1 +zimmeje01,1967,1,MIN,AL,104,234,13,39,3,0,1,12,0,1,22,49,5,2,8,1,8 +aaronha01,1968,1,ATL,NL,160,606,84,174,33,4,29,86,28,5,64,62,23,1,0,5,21 +aaronto01,1968,1,ATL,NL,98,283,21,69,10,3,1,25,3,4,21,37,1,0,2,1,9 +abernte02,1968,1,CIN,NL,78,17,2,0,0,0,0,0,0,0,3,12,0,0,0,0,0 +adairje01,1968,1,BOS,AL,74,208,18,45,1,0,2,12,0,0,9,28,2,1,6,0,10 +adamsmi01,1968,1,BAL,AL,2,3,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +adlesda01,1968,1,HOU,NL,40,104,3,19,1,1,0,4,0,0,5,27,2,1,2,0,1 +ageeto01,1968,1,NYN,NL,132,368,30,80,12,3,5,17,13,8,15,103,3,4,3,1,8 +aguirha01,1968,1,LAN,NL,25,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +akerja01,1968,1,OAK,AL,54,7,1,1,0,0,0,0,0,0,0,5,0,0,1,0,0 +alcarlu01,1968,1,LAN,NL,41,106,4,16,1,0,2,5,1,1,9,23,2,0,0,0,2 +allenbe01,1968,1,WS2,AL,120,373,31,90,12,4,6,40,2,0,28,35,5,4,0,0,8 +allendi01,1968,1,PHI,NL,152,521,87,137,17,9,33,90,7,7,74,161,15,1,2,7,7 +allenha02,1968,1,WS2,AL,68,128,16,28,2,2,1,9,0,0,7,16,1,1,1,0,4 +alleyge01,1968,1,PIT,NL,133,474,48,116,20,2,4,39,13,5,39,78,6,5,9,3,20 +allisbo01,1968,1,MIN,AL,145,469,63,116,16,8,22,52,9,7,52,98,5,2,1,2,16 +alomasa01,1968,1,CHA,AL,133,363,41,92,8,2,0,12,21,8,20,42,1,1,8,3,6 +aloufe01,1968,1,ATL,NL,160,662,72,210,37,5,11,57,12,11,48,56,14,4,0,4,10 +alouje01,1968,1,SFN,NL,120,419,26,110,15,4,0,39,1,4,9,23,3,1,5,2,20 +alouma01,1968,1,PIT,NL,146,558,59,185,28,4,0,52,18,10,27,26,6,2,7,4,10 +alvarlu01,1968,1,BOS,AL,11,46,3,6,2,0,0,1,0,0,1,11,0,1,1,0,1 +alvisma01,1968,1,CLE,AL,131,452,38,101,17,3,8,37,5,5,41,91,5,4,3,3,11 +alyeabr01,1968,1,WS2,AL,53,150,18,40,11,1,6,23,0,0,10,39,0,1,0,0,6 +amaroru01,1968,1,NYA,AL,47,41,3,5,1,0,0,0,0,0,9,6,0,0,0,0,0 +andremi01,1968,1,BOS,AL,147,536,77,145,22,1,7,45,3,8,81,57,1,3,12,2,6 +aparilu01,1968,1,CHA,AL,157,622,55,164,24,4,4,36,17,11,33,43,3,2,5,2,10 +arciajo01,1968,1,CHN,NL,59,84,15,16,4,0,1,8,0,0,3,24,0,0,2,0,0 +arrigge01,1968,1,CIN,NL,36,67,3,5,1,1,0,0,0,0,3,30,0,0,3,0,3 +asprobo01,1968,1,HOU,NL,124,409,25,92,9,2,1,46,1,0,35,57,9,2,5,6,15 +azcuejo01,1968,1,CLE,AL,115,357,23,100,10,0,4,42,1,1,28,33,5,0,2,2,9 +bahnsst01,1968,1,NYA,AL,37,81,4,4,0,0,0,3,0,0,6,49,0,0,10,1,0 +bailebo01,1968,1,LAN,NL,105,322,24,73,9,3,8,39,1,2,38,69,4,1,1,3,8 +bailest01,1968,1,CLE,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bakerdu01,1968,1,ATL,NL,6,5,0,2,0,0,0,0,0,0,0,1,0,0,0,0,0 +baldwda01,1968,1,WS2,AL,40,2,0,0,0,0,0,0,0,0,1,2,0,0,0,0,0 +bandosa01,1968,1,OAK,AL,162,605,67,152,25,5,9,67,13,4,51,78,6,7,6,5,12 +bankser01,1968,1,CHN,NL,150,552,71,136,27,0,32,83,2,0,27,67,4,5,9,2,12 +barbest01,1968,1,NYA,AL,20,39,1,2,0,0,0,0,0,0,6,23,0,0,2,0,0 +bartobo01,1968,1,SFN,NL,46,92,4,24,2,0,0,5,0,0,7,18,1,0,2,1,1 +batemjo01,1968,1,HOU,NL,111,350,28,87,19,0,4,33,1,1,23,46,16,3,3,4,16 +beaucji01,1968,1,CIN,NL,31,57,10,15,2,0,2,14,0,0,4,19,1,0,0,1,1 +beckegl01,1968,1,CHN,NL,155,643,98,189,28,4,4,37,8,4,31,20,0,2,5,4,6 +bedelho01,1968,1,PHI,NL,9,7,0,1,0,0,0,1,0,0,1,0,0,0,0,1,0 +beenefr01,1968,1,BAL,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +belanma01,1968,1,BAL,AL,145,472,40,98,13,0,2,21,10,1,40,114,2,4,9,6,9 +bellga01,1968,1,BOS,AL,35,59,5,13,3,0,0,6,0,0,0,16,0,0,5,2,3 +benchjo01,1968,1,CIN,NL,154,564,67,155,40,2,15,82,1,5,31,96,8,2,2,8,14 +bennede01,1968,1,CAL,AL,16,13,0,1,0,0,0,0,0,0,0,9,0,0,2,0,0 +berryke01,1968,1,CHA,AL,153,504,49,127,21,2,7,32,6,6,25,64,1,1,9,2,15 +bertafr01,1968,1,WS2,AL,27,38,2,5,0,0,0,4,0,0,2,10,0,0,1,0,1 +billidi01,1968,1,WS2,AL,12,33,3,6,1,0,1,3,0,0,5,13,0,0,1,1,1 +billija01,1968,1,LAN,NL,50,3,0,0,0,0,0,0,0,0,1,1,0,0,2,0,1 +blairpa01,1968,1,BAL,AL,141,421,48,89,22,1,7,38,4,2,37,60,4,2,5,2,4 +blasiwa01,1968,1,HOU,NL,22,5,0,0,0,0,0,0,0,0,3,2,0,0,0,0,0 +blassst01,1968,1,PIT,NL,35,80,7,11,1,0,0,8,0,0,2,30,0,0,4,2,0 +blefacu01,1968,1,BAL,AL,137,451,50,90,8,1,15,39,6,3,65,66,11,4,7,8,4 +bobbra01,1968,1,CHN,NL,7,8,0,1,0,0,0,0,0,0,1,2,0,0,0,0,0 +boccajo01,1968,1,CHN,NL,7,14,0,1,0,0,0,1,0,0,2,2,0,0,0,1,0 +boglewa01,1968,1,OAK,AL,16,5,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +bolinbo01,1968,1,SFN,NL,34,55,4,5,1,0,0,1,0,0,5,26,0,0,1,0,0 +bondsbo01,1968,1,SFN,NL,81,307,55,78,10,5,9,35,16,7,38,84,0,1,1,2,0 +bookebu01,1968,1,CHA,AL,5,5,0,0,0,0,0,0,0,0,1,2,0,0,0,0,0 +boozejo01,1968,1,PHI,NL,38,9,0,1,0,0,0,0,0,0,0,4,0,0,2,0,0 +boschdo01,1968,1,NYN,NL,50,111,14,19,1,0,3,7,0,2,9,33,1,0,1,1,2 +bosmadi01,1968,1,WS2,AL,46,30,0,6,2,0,0,1,0,0,1,14,0,0,1,0,0 +bosweda01,1968,1,MIN,AL,37,60,9,14,3,1,1,4,0,0,2,24,0,0,5,1,1 +bosweke01,1968,1,NYN,NL,75,284,37,74,7,2,4,11,7,2,16,27,0,1,3,2,6 +boutoji01,1968,1,NYA,AL,12,7,0,0,0,0,0,0,0,0,1,4,0,0,0,0,0 +bowensa01,1968,1,WS2,AL,57,115,14,22,4,0,4,7,0,0,11,39,0,0,1,0,0 +boyercl02,1968,1,ATL,NL,71,273,19,62,7,2,4,17,2,0,16,32,3,2,0,0,8 +boyerke01,1968,1,CHA,AL,10,24,0,3,0,0,0,0,0,0,1,6,0,0,0,0,2 +boyerke01,1968,2,LAN,NL,83,221,20,60,7,2,6,41,2,2,16,34,3,1,0,5,2 +brabege01,1968,1,BAL,AL,37,35,2,3,1,0,1,4,0,0,1,23,0,0,3,1,1 +bradfbu01,1968,1,CHA,AL,103,281,32,61,11,0,5,24,8,4,23,67,2,2,3,4,8 +brandbu01,1968,1,BOS,AL,8,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brandro01,1968,1,HOU,NL,43,81,7,13,2,0,0,4,1,1,9,11,0,2,2,0,1 +breweji01,1968,1,LAN,NL,54,9,0,2,0,0,0,2,0,0,0,1,0,0,1,0,0 +briggjo02,1968,1,PHI,NL,110,338,36,86,13,1,7,31,8,5,58,72,4,1,1,1,3 +brilene01,1968,1,SLN,NL,33,80,5,11,2,0,0,5,0,0,4,21,0,1,9,1,2 +brinked01,1968,1,WS2,AL,77,193,12,36,3,0,0,6,0,0,19,31,5,0,3,0,6 +brittji02,1968,1,ATL,NL,34,21,1,3,0,0,0,0,0,0,0,6,0,0,2,0,2 +brocklo01,1968,1,SLN,NL,159,660,92,184,46,14,6,51,62,12,46,124,7,3,1,2,4 +brownby01,1968,1,HOU,NL,10,13,0,3,0,0,0,1,0,0,4,6,0,0,0,0,1 +brownga01,1968,1,DET,AL,67,92,15,34,7,2,6,15,0,0,12,4,1,0,0,0,2 +brownjo04,1968,1,CHN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brownla01,1968,1,CLE,AL,154,495,43,116,18,3,6,35,1,1,43,46,10,5,6,4,12 +brownol02,1968,1,SFN,NL,40,95,7,22,4,0,0,11,1,0,3,23,0,2,0,0,1 +brownpa01,1968,1,PHI,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brunege01,1968,1,CAL,AL,39,74,3,6,0,0,0,2,0,1,2,38,0,1,4,0,3 +bryanbi01,1968,1,WS2,AL,40,108,7,22,3,0,3,8,0,1,14,27,2,1,0,0,1 +bucheje01,1968,1,NYN,NL,73,192,8,35,4,0,1,11,1,1,10,53,5,3,2,0,8 +bufordo01,1968,1,BAL,AL,130,426,65,120,13,4,15,46,27,12,57,46,5,4,1,6,1 +bunkewa01,1968,1,BAL,AL,18,18,1,2,0,0,0,0,0,0,2,10,0,0,2,0,0 +bunniji01,1968,1,PIT,NL,27,51,0,5,1,0,0,3,0,0,0,17,0,0,2,0,1 +burgmto01,1968,1,CAL,AL,71,2,7,0,0,0,0,0,1,0,1,0,0,0,0,0,0 +buzhajo01,1968,1,HOU,NL,39,16,0,4,0,0,0,1,0,0,1,6,0,0,1,0,1 +cainle01,1968,1,DET,AL,8,7,0,1,1,0,0,0,0,0,0,2,0,0,0,0,0 +callijo01,1968,1,PHI,NL,121,398,46,97,18,4,14,40,4,3,42,70,4,3,3,2,6 +campabe01,1968,1,OAK,AL,159,642,87,177,25,9,4,38,62,22,50,69,2,4,8,3,5 +campaji01,1968,1,LAN,NL,4,11,0,1,0,0,0,0,0,0,1,2,0,0,0,0,1 +campbda01,1968,1,DET,AL,9,8,1,1,0,0,1,2,0,0,1,3,0,0,0,0,0 +cannich01,1968,1,PIT,NL,25,58,5,14,2,2,1,7,0,0,9,13,4,0,3,0,2 +cardejo02,1968,1,CLE,AL,157,583,78,150,21,7,7,44,40,18,39,74,3,2,2,3,3 +cardele01,1968,1,CIN,NL,137,452,45,106,13,2,7,41,2,1,36,83,18,2,6,3,16 +cardwdo01,1968,1,NYN,NL,30,61,3,3,0,0,1,4,0,0,0,34,0,0,3,0,3 +carewro01,1968,1,MIN,AL,127,461,46,126,27,2,1,42,12,4,26,71,1,1,2,2,11 +carloci01,1968,1,CHA,AL,29,31,0,2,0,0,0,0,0,0,1,15,0,1,4,0,0 +carltst01,1968,1,SLN,NL,35,73,6,12,0,1,2,3,0,0,0,25,0,0,6,0,1 +carrocl02,1968,1,ATL,NL,10,5,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +carrocl02,1968,2,CIN,NL,58,24,2,6,0,0,0,2,0,0,1,5,0,0,1,0,0 +casanpa01,1968,1,WS2,AL,96,322,19,63,6,0,4,25,0,1,7,52,1,0,1,5,8 +cashno01,1968,1,DET,AL,127,411,50,108,15,1,25,63,1,1,39,70,7,3,2,3,12 +caterda01,1968,1,OAK,AL,147,504,53,146,28,3,6,62,8,7,35,43,3,2,5,4,21 +causewa01,1968,1,CHA,AL,59,100,8,18,2,0,0,7,0,0,14,7,2,1,2,1,0 +causewa01,1968,2,CAL,AL,4,11,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1 +causewa01,1968,3,ATL,NL,16,37,2,4,0,1,1,4,0,0,0,4,0,0,0,2,0 +cepedor01,1968,1,SLN,NL,157,600,71,149,26,2,16,73,8,6,43,96,13,9,0,4,13 +chancde01,1968,1,MIN,AL,43,93,0,5,0,0,0,3,0,0,3,63,0,1,9,0,0 +charled01,1968,1,NYN,NL,117,369,41,102,11,1,15,53,5,4,28,57,4,2,6,4,7 +chrisbo01,1968,1,DET,AL,3,3,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0 +ciminpe01,1968,1,CAL,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clarkho01,1968,1,NYA,AL,148,579,52,133,6,1,2,26,20,7,23,46,0,0,3,2,8 +clarkri01,1968,1,CAL,AL,21,28,2,3,0,0,0,0,0,0,0,14,0,0,3,0,0 +clarkro02,1968,1,MIN,AL,104,227,14,42,5,1,1,13,3,2,16,44,2,2,5,0,2 +clemedo01,1968,1,PHI,NL,29,57,6,12,1,1,2,8,0,0,7,13,1,0,0,1,1 +clemero01,1968,1,PIT,NL,132,502,74,146,18,12,18,57,2,3,51,77,27,1,0,3,13 +clenddo01,1968,1,PIT,NL,158,584,63,150,20,6,17,87,10,3,47,163,4,1,5,8,14 +clinety01,1968,1,SFN,NL,116,291,37,65,6,3,1,28,0,2,11,26,1,1,6,1,4 +clonito01,1968,1,ATL,NL,8,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +clonito01,1968,2,CIN,NL,21,34,6,7,2,0,2,8,0,0,1,5,0,0,3,0,0 +coggifr01,1968,1,WS2,AL,62,171,15,30,6,1,0,7,1,1,9,33,2,0,2,1,3 +colavro01,1968,1,LAN,NL,40,113,8,23,3,0,3,11,0,1,15,18,1,0,0,1,6 +colavro01,1968,2,NYA,AL,39,91,13,20,2,2,5,13,0,0,14,17,0,1,0,0,1 +colbena01,1968,1,HOU,NL,20,53,5,8,1,0,0,4,1,1,1,23,0,0,1,1,2 +colemjo05,1968,1,WS2,AL,34,70,2,9,2,0,0,3,0,0,2,22,0,0,6,0,3 +collike01,1968,1,NYN,NL,58,154,12,31,5,2,1,13,0,1,7,37,2,0,5,2,2 +coltola01,1968,1,PHI,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +comerwa01,1968,1,DET,AL,48,48,8,6,0,1,1,3,0,0,2,7,0,0,1,0,4 +connobi01,1968,1,NYN,NL,9,1,0,1,0,0,0,0,0,0,1,0,0,0,1,0,0 +coombda01,1968,1,HOU,NL,40,10,1,4,0,0,0,2,0,0,0,5,0,0,0,0,0 +corrapa01,1968,1,CIN,NL,20,56,3,15,4,0,0,6,0,0,6,16,0,1,1,0,1 +cottich01,1968,1,CAL,AL,33,67,2,13,4,1,0,1,0,0,2,15,0,0,0,0,0 +coxbo01,1968,1,NYA,AL,135,437,33,100,15,1,7,41,3,2,41,85,7,5,3,4,9 +coxca01,1968,1,WS2,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +crawfwi01,1968,1,LAN,NL,61,175,25,44,12,1,4,14,1,3,20,64,0,2,1,0,0 +cuellmi01,1968,1,HOU,NL,28,57,3,11,1,0,1,3,0,0,0,25,0,1,3,0,0 +culleti01,1968,1,CHA,AL,72,155,16,31,7,0,2,13,0,0,15,23,5,1,5,0,3 +culleti01,1968,2,WS2,AL,47,114,8,31,4,2,1,16,0,0,7,12,1,2,2,1,2 +culpra01,1968,1,BOS,AL,35,70,4,8,1,0,0,3,0,0,3,38,0,1,7,0,0 +culvege01,1968,1,CIN,NL,49,66,2,8,1,0,0,2,0,0,3,24,0,0,11,0,2 +cumbejo01,1968,1,NYA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dalcabr01,1968,1,PIT,NL,7,3,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +dalrycl01,1968,1,PHI,NL,85,241,19,50,9,1,3,26,1,2,22,57,9,1,1,4,4 +davalvi01,1968,1,CLE,AL,51,180,15,43,2,3,2,13,8,6,3,19,0,1,1,1,2 +davalvi01,1968,2,CAL,AL,93,339,34,101,15,4,1,18,17,10,15,34,1,0,3,2,2 +davenji01,1968,1,SFN,NL,113,272,27,61,1,1,1,17,0,3,26,32,0,0,9,0,8 +davidte01,1968,1,CIN,NL,23,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +davidte01,1968,2,ATL,NL,4,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +davisro01,1968,1,HOU,NL,52,217,22,46,10,1,1,12,0,4,13,48,0,4,1,1,1 +davisro01,1968,2,SLN,NL,33,79,11,14,4,2,0,5,1,0,5,17,0,0,1,2,2 +davisto02,1968,1,CHA,AL,132,456,30,122,5,3,8,50,4,2,16,48,3,0,4,6,16 +daviswi02,1968,1,LAN,NL,160,643,86,161,24,10,7,31,36,10,31,88,4,1,7,4,3 +denehbi01,1968,1,WS2,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dierkla01,1968,1,HOU,NL,33,73,2,5,1,0,0,3,0,0,2,35,0,0,9,0,2 +dietzdi01,1968,1,SFN,NL,98,301,21,82,14,2,6,38,1,1,34,68,3,1,1,1,5 +dobsoch01,1968,1,OAK,AL,35,75,4,15,3,0,0,3,0,1,0,14,0,0,6,0,0 +dobsopa01,1968,1,DET,AL,47,28,2,4,0,0,0,1,0,0,2,7,0,0,2,0,0 +donaljo01,1968,1,OAK,AL,127,363,37,80,9,2,2,27,5,5,45,44,0,2,5,4,8 +downial01,1968,1,NYA,AL,15,17,1,3,0,0,0,1,0,0,1,10,0,0,0,0,1 +drabomo01,1968,1,BAL,AL,45,7,1,2,0,0,0,0,0,0,0,2,0,0,0,0,0 +drysddo01,1968,1,LAN,NL,31,79,4,14,1,0,0,3,0,0,0,29,0,1,4,0,1 +dukesto01,1968,1,HOU,NL,43,4,0,0,0,0,0,0,0,0,1,3,0,0,0,0,0 +duncada01,1968,1,OAK,AL,82,246,15,47,4,0,7,28,1,2,25,68,3,1,2,2,6 +dyerdu01,1968,1,NYN,NL,1,3,0,1,0,0,0,0,0,0,1,1,0,0,0,0,0 +edwarjo01,1968,1,SLN,NL,85,230,14,55,9,1,3,29,1,1,16,20,0,1,1,4,6 +eganto01,1968,1,CAL,AL,16,43,2,5,1,0,1,4,0,0,2,15,0,0,0,0,3 +eliale01,1968,1,CHN,NL,15,17,1,3,0,0,0,3,0,0,0,6,0,1,0,0,0 +ellisdo01,1968,1,PIT,NL,27,29,1,2,1,0,0,2,0,0,0,11,0,0,3,0,0 +ellissa01,1968,1,CAL,AL,42,44,3,2,0,0,0,0,0,0,0,21,0,2,7,0,0 +ellswdi01,1968,1,BOS,AL,31,72,2,4,0,0,0,2,0,0,1,45,0,1,5,0,2 +epstemi01,1968,1,WS2,AL,123,385,40,90,8,2,13,33,1,1,48,91,5,13,1,1,13 +etchean01,1968,1,BAL,AL,74,189,20,44,11,2,5,20,0,0,19,46,4,3,2,1,4 +facero01,1968,1,PIT,NL,43,4,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +facero01,1968,2,DET,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +faireji01,1968,1,LAN,NL,99,156,17,31,3,3,1,10,1,1,9,32,0,0,0,1,2 +fairlro01,1968,1,LAN,NL,141,441,32,103,15,1,4,43,0,2,41,61,10,4,2,6,11 +farretu01,1968,1,PHI,NL,54,6,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +fastda01,1968,1,CHN,NL,8,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +felskjo01,1968,1,CHN,NL,4,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +fernach02,1968,1,BAL,AL,24,18,0,2,0,0,0,0,0,0,1,2,0,0,0,0,0 +fernafr01,1968,1,NYA,AL,51,135,15,23,6,1,7,30,1,0,35,50,2,0,0,0,3 +ferraal01,1968,1,LAN,NL,2,7,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +ferrami01,1968,1,NYA,AL,23,87,5,14,0,1,0,1,0,0,2,17,1,0,0,0,3 +fingero01,1968,1,OAK,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fioremi01,1968,1,BAL,AL,6,17,2,1,0,0,0,0,0,0,4,4,0,1,0,0,0 +fisheed02,1968,1,CLE,AL,54,12,0,0,0,0,0,0,0,0,1,4,0,0,0,0,0 +fisheja01,1968,1,CHA,AL,35,53,1,6,1,0,0,2,0,0,1,14,0,0,5,0,1 +floodcu01,1968,1,SLN,NL,150,618,71,186,17,4,5,60,11,6,33,58,2,5,6,4,8 +floydbo01,1968,1,BAL,AL,5,9,0,1,1,0,0,1,0,0,0,3,0,0,0,1,0 +fossera01,1968,1,CLE,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fosteal01,1968,1,LAN,NL,3,4,0,1,0,0,0,1,0,0,0,2,0,0,1,0,0 +foyjo01,1968,1,BOS,AL,150,515,65,116,18,2,10,60,26,8,84,91,5,4,7,4,9 +francti01,1968,1,ATL,NL,122,346,32,99,13,1,2,47,3,0,51,45,5,0,1,2,12 +freehbi01,1968,1,DET,AL,155,540,73,142,24,2,25,84,0,1,65,64,4,24,3,3,9 +fregoji01,1968,1,CAL,AL,159,614,77,150,21,13,9,49,9,4,60,101,4,5,10,4,12 +frencji01,1968,1,WS2,AL,59,165,9,32,5,0,1,10,1,2,19,19,0,1,3,3,1 +friseda01,1968,1,NYN,NL,19,12,0,1,0,0,0,0,1,0,0,7,0,0,0,0,1 +frymawo01,1968,1,PHI,NL,34,71,4,6,1,0,0,2,0,0,3,25,0,0,7,0,0 +fulleve01,1968,1,CLE,AL,97,244,14,59,8,2,0,18,2,2,24,49,2,4,3,3,5 +gabrile02,1968,1,LAN,NL,108,304,38,82,16,1,10,35,1,1,32,47,4,0,5,2,7 +gagliph01,1968,1,SLN,NL,53,105,13,24,4,2,0,13,0,0,7,12,0,1,1,1,2 +gardnro01,1968,1,CLE,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +garrigi01,1968,1,ATL,NL,18,53,5,11,0,0,0,2,0,0,2,2,1,0,0,2,1 +garrra01,1968,1,ATL,NL,11,7,3,2,0,0,0,0,1,0,1,0,0,0,0,0,0 +gibbojo01,1968,1,SFN,NL,29,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gibbsja01,1968,1,NYA,AL,124,423,31,90,12,3,3,29,9,8,27,68,5,6,4,0,8 +gibsobo01,1968,1,SLN,NL,35,94,3,16,5,0,0,6,1,1,7,32,0,1,7,1,1 +gibsoru01,1968,1,BOS,AL,76,231,15,52,11,1,3,20,1,2,8,38,1,0,3,4,5 +gilsoha01,1968,1,SLN,NL,13,4,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +gilsoha01,1968,2,HOU,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +giustda01,1968,1,HOU,NL,38,82,4,15,1,0,0,9,0,0,1,17,0,2,5,0,1 +gladdfr01,1968,1,HOU,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gonzato01,1968,1,PHI,NL,121,416,45,110,13,4,3,38,6,5,40,42,3,7,2,6,14 +goossgr01,1968,1,NYN,NL,38,106,4,22,7,0,0,6,0,0,10,21,0,2,1,0,4 +gosgeji01,1968,1,OAK,AL,88,150,7,27,1,1,0,5,4,0,17,21,8,0,1,1,5 +gotayju01,1968,1,HOU,NL,75,165,9,41,3,0,1,11,1,2,4,21,0,1,1,0,6 +gramlto01,1968,1,CLE,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grangwa01,1968,1,SLN,NL,34,5,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +grantmu01,1968,1,LAN,NL,43,31,1,4,0,0,1,2,0,0,0,9,0,0,0,0,0 +greendi01,1968,1,OAK,AL,76,202,19,47,6,0,6,18,3,1,21,41,3,1,1,1,1 +greenle01,1968,1,DET,AL,6,4,0,1,0,0,0,0,0,0,1,0,1,0,0,0,1 +groteje01,1968,1,NYN,NL,124,404,29,114,18,0,3,31,1,5,44,81,11,3,3,0,6 +guinnsk01,1968,1,ATL,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +haguejo01,1968,1,SLN,NL,7,17,2,4,0,0,1,1,0,0,2,2,0,0,0,0,0 +halldi01,1968,1,PHI,NL,32,3,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +halleto01,1968,1,LAN,NL,144,474,37,135,27,5,4,53,1,4,46,76,13,2,3,9,3 +hallji02,1968,1,CAL,AL,46,126,15,27,3,0,1,8,1,0,16,19,3,0,0,0,4 +hallji02,1968,2,CLE,AL,53,111,4,22,4,0,1,8,1,0,10,19,3,0,0,0,2 +hallto01,1968,1,MIN,AL,11,9,2,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +hamilja01,1968,1,CAL,AL,21,7,0,1,0,0,0,1,0,0,0,5,0,0,0,0,0 +hamilst01,1968,1,NYA,AL,40,3,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +handsbi01,1968,1,CHN,NL,38,82,2,5,0,0,0,0,0,0,3,50,0,0,7,0,0 +haneyla01,1968,1,BAL,AL,38,89,5,21,3,1,1,5,0,0,0,19,0,0,0,0,2 +hannaji01,1968,1,WS2,AL,25,47,2,3,0,0,0,2,0,0,3,31,0,0,3,0,0 +hansero02,1968,1,WS2,AL,86,275,28,51,12,0,8,28,0,0,35,49,5,2,2,1,14 +hansero02,1968,2,CHA,AL,40,87,7,20,3,0,1,4,0,0,11,12,0,0,1,0,4 +hardiji01,1968,1,BAL,AL,35,82,4,7,1,1,0,3,0,0,0,34,0,0,11,0,0 +hargast01,1968,1,CLE,AL,32,51,3,9,0,1,0,1,0,1,1,15,0,0,1,0,1 +harpeto01,1968,1,CLE,AL,130,235,26,51,15,2,6,26,11,7,26,56,2,1,2,2,3 +harrebi02,1968,1,CAL,AL,10,10,0,1,0,0,0,0,0,0,0,8,0,0,0,0,0 +harrebu01,1968,1,NYN,NL,111,402,38,88,7,3,0,14,4,5,29,68,2,1,4,1,3 +harreke01,1968,1,BOS,AL,150,535,79,147,17,4,35,109,2,6,69,90,9,2,0,6,18 +harribi04,1968,1,CLE,AL,38,94,10,20,5,1,0,3,2,0,8,22,0,0,1,0,4 +hartech01,1968,1,CHN,NL,28,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hartji01,1968,1,SFN,NL,136,480,67,124,14,3,23,78,3,1,46,74,10,3,0,6,16 +haywobi01,1968,1,WS2,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hebneri01,1968,1,PIT,NL,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hedlumi01,1968,1,CLE,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +heffnbo01,1968,1,CAL,AL,7,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +heisebo01,1968,1,NYN,NL,6,23,3,5,0,0,0,1,0,0,1,1,0,0,1,0,1 +heldwo01,1968,1,CAL,AL,33,45,4,5,1,0,0,0,0,0,5,15,0,2,1,0,0 +heldwo01,1968,2,CHA,AL,40,54,5,9,1,0,0,2,0,0,5,14,0,1,1,1,1 +helmsto01,1968,1,CIN,NL,127,507,35,146,28,2,2,47,5,6,12,27,6,2,2,3,8 +hendeke01,1968,1,SFN,NL,3,3,1,1,0,0,0,0,0,0,2,1,0,0,0,0,0 +hendrel01,1968,1,BAL,AL,79,183,19,37,8,1,7,23,0,0,19,51,2,1,0,1,4 +henrybi01,1968,1,SFN,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +henrybi01,1968,2,PIT,NL,10,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +herbero01,1968,1,SFN,NL,28,3,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +hernaja01,1968,1,MIN,AL,83,199,13,35,3,0,2,17,5,2,9,52,2,2,6,1,3 +hernara01,1968,1,CHN,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +herrejo01,1968,1,HOU,NL,27,100,9,24,5,0,0,7,0,2,4,12,0,0,5,0,1 +hershmi01,1968,1,OAK,AL,99,246,23,67,9,2,5,32,8,3,21,22,4,1,2,4,4 +hiattja01,1968,1,SFN,NL,90,224,14,52,10,2,4,34,0,0,41,61,4,1,0,2,6 +hickmji02,1968,1,CHN,NL,75,188,22,42,6,3,5,23,1,1,18,38,2,1,3,3,6 +higgide01,1968,1,WS2,AL,59,15,0,2,0,0,0,0,0,0,1,4,0,0,1,0,0 +hillech01,1968,1,PIT,NL,11,13,2,5,1,0,0,1,0,0,0,0,0,0,0,0,1 +hillejo01,1968,1,DET,AL,39,37,1,3,0,0,0,2,0,0,0,14,0,0,0,0,1 +hintoch01,1968,1,CAL,AL,116,267,28,52,10,3,7,23,3,1,24,61,3,0,2,3,8 +hislela01,1968,1,PHI,NL,7,11,1,4,1,0,0,1,0,0,1,4,0,0,0,0,0 +hoernjo01,1968,1,SLN,NL,47,6,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +holmaga01,1968,1,WS2,AL,75,85,10,25,5,1,0,7,0,0,13,15,1,0,0,0,1 +holtji01,1968,1,MIN,AL,70,106,9,22,2,1,0,8,0,1,4,20,2,0,1,0,3 +holtzke01,1968,1,CHN,NL,35,80,4,10,1,0,0,5,0,0,1,26,0,0,1,0,0 +hopkiga01,1968,1,CHA,AL,29,37,4,8,2,0,0,2,0,0,6,3,1,0,0,0,0 +horlejo01,1968,1,CHA,AL,41,67,2,7,0,1,0,3,0,0,3,13,0,0,5,0,1 +hortoto01,1968,1,CLE,AL,133,477,57,119,29,3,14,59,3,1,34,56,5,3,1,2,8 +hortowi01,1968,1,DET,AL,143,512,68,146,20,2,36,85,0,3,49,110,8,8,2,7,14 +housepa01,1968,1,HOU,NL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +howarbr01,1968,1,BAL,AL,10,7,1,2,1,0,1,2,0,0,1,1,0,0,2,0,0 +howarbr01,1968,2,WS2,AL,13,16,0,0,0,0,0,0,0,0,0,3,0,0,0,0,1 +howarel01,1968,1,BOS,AL,71,203,22,49,4,0,5,18,1,1,22,45,7,1,2,1,5 +howarfr01,1968,1,WS2,AL,158,598,79,164,28,3,44,106,0,0,54,141,12,6,0,5,13 +howsedi01,1968,1,NYA,AL,85,150,24,23,2,1,0,3,0,1,35,17,0,2,3,0,4 +hriniwa01,1968,1,ATL,NL,9,26,0,9,0,0,0,3,0,0,0,3,0,0,0,0,0 +hughedi01,1968,1,SLN,NL,25,15,0,0,0,0,0,0,0,0,1,7,0,0,1,0,0 +humphbo01,1968,1,WS2,AL,56,5,0,2,0,0,0,0,0,0,0,2,0,0,1,0,0 +hundlra01,1968,1,CHN,NL,160,553,41,125,18,4,7,65,1,0,39,69,6,4,5,5,19 +hunteca01,1968,1,OAK,AL,39,82,9,19,3,0,1,8,0,0,0,19,0,0,8,0,0 +huntro01,1968,1,SFN,NL,148,529,79,132,19,0,2,28,6,6,78,41,2,25,16,2,9 +jacksal01,1968,1,NYN,NL,27,28,2,7,1,0,0,2,0,0,0,9,0,0,1,1,1 +jacksgr01,1968,1,PHI,NL,37,10,1,3,0,0,0,2,0,0,1,6,0,0,1,0,0 +jacksla01,1968,1,PHI,NL,37,85,2,12,1,0,0,3,0,1,3,27,0,0,2,0,0 +jacksre01,1968,1,OAK,AL,154,553,82,138,13,6,29,74,14,4,50,171,5,5,4,2,3 +jacksso01,1968,1,ATL,NL,105,358,37,81,8,2,1,19,16,6,25,35,6,3,5,1,10 +jamescl01,1968,1,LAN,NL,10,10,2,2,1,0,0,0,0,0,0,6,0,0,0,0,0 +jamesje01,1968,1,PHI,NL,29,33,0,4,0,0,0,1,0,0,0,15,0,0,1,0,0 +jarvipa01,1968,1,ATL,NL,34,85,4,12,2,0,0,5,0,0,4,36,0,0,10,0,0 +jastela01,1968,1,SLN,NL,31,43,2,6,0,0,1,1,0,0,1,9,0,0,6,0,0 +javieju01,1968,1,SLN,NL,139,519,54,135,25,4,4,52,10,3,24,61,2,1,4,5,10 +jenkife01,1968,1,CHN,NL,40,100,4,16,4,0,1,10,0,1,6,41,0,0,6,0,0 +jimenma01,1968,1,PIT,NL,66,66,7,20,1,1,1,11,0,0,6,15,0,5,0,0,1 +johnsal01,1968,1,CIN,NL,149,603,79,188,32,6,2,58,16,6,26,71,4,3,0,2,18 +johnsbo02,1968,1,CIN,NL,16,15,2,4,0,0,0,1,0,0,1,2,0,0,1,0,0 +johnsbo02,1968,2,ATL,NL,59,187,15,49,5,1,0,11,0,0,10,20,3,0,0,1,5 +johnsda02,1968,1,BAL,AL,145,504,50,122,24,4,9,56,7,3,44,80,5,5,3,3,18 +johnsde01,1968,1,ATL,NL,127,342,29,71,11,1,8,33,0,1,35,79,2,3,0,3,9 +johnsfr03,1968,1,SFN,NL,67,174,11,33,2,0,1,7,1,0,12,23,2,1,1,0,3 +johnsja01,1968,1,CAL,AL,41,115,11,30,4,1,0,3,2,1,7,15,0,0,2,0,0 +johnsje01,1968,1,PHI,NL,16,25,0,2,1,0,0,1,0,0,2,7,0,0,1,0,1 +johnske02,1968,1,ATL,NL,31,40,1,7,0,0,0,2,0,0,0,19,0,0,3,1,2 +johnslo01,1968,1,CHN,NL,62,205,14,50,14,3,1,14,3,1,6,23,2,7,2,0,6 +johnslo01,1968,2,CLE,AL,65,202,25,52,11,1,5,23,6,1,9,24,2,4,0,3,4 +johnto01,1968,1,CHA,AL,25,62,3,12,1,0,1,9,0,0,0,15,0,0,5,0,0 +jonescl01,1968,1,NYN,NL,147,509,63,151,29,4,14,55,23,12,31,98,3,5,4,3,8 +jonescl02,1968,1,CHN,NL,5,2,0,0,0,0,0,0,0,0,2,1,0,0,0,0,0 +jonesda03,1968,1,BOS,AL,111,354,38,83,13,0,5,29,1,1,17,53,0,1,2,1,11 +jonesma01,1968,1,CIN,NL,103,234,40,59,9,1,10,34,2,3,28,46,3,5,1,3,7 +jonesst01,1968,1,WS2,AL,7,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +jorgemi01,1968,1,NYN,NL,8,14,0,2,1,0,0,0,0,0,0,4,0,0,0,0,0 +josepdu01,1968,1,CHA,AL,128,434,35,107,16,6,6,45,2,4,18,52,2,6,3,4,10 +josepri01,1968,1,PHI,NL,66,155,20,34,5,0,3,12,0,1,16,35,2,1,1,1,3 +kaatji01,1968,1,MIN,AL,36,77,7,12,3,0,0,5,0,0,2,18,0,0,0,0,2 +kalinal01,1968,1,DET,AL,102,327,49,94,14,1,10,53,6,4,55,39,7,3,1,3,4 +kealest01,1968,1,CAL,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kekicmi01,1968,1,LAN,NL,25,37,3,3,0,0,0,1,0,0,1,9,0,0,2,0,0 +kelledi01,1968,1,ATL,NL,31,23,0,1,0,0,0,0,0,0,3,12,0,0,1,0,0 +kellero01,1968,1,MIN,AL,8,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +kellypa01,1968,1,MIN,AL,12,35,2,4,2,0,1,2,0,2,3,10,0,1,1,0,1 +kelsobi01,1968,1,CIN,NL,35,8,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +kenwodi01,1968,1,CHA,AL,58,122,2,27,2,0,0,2,0,1,5,21,0,0,0,0,2 +keougjo01,1968,1,OAK,AL,34,98,7,21,2,1,2,18,1,0,8,11,0,0,4,0,2 +kessido01,1968,1,CHN,NL,160,655,63,157,14,7,1,32,9,9,38,86,1,2,11,1,7 +kesteri01,1968,1,ATL,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +killeha01,1968,1,MIN,AL,100,295,40,62,7,2,17,40,0,0,70,70,9,2,0,4,13 +kingha01,1968,1,HOU,NL,27,55,4,8,2,1,0,2,0,0,7,16,0,0,0,0,1 +kirkped01,1968,1,CAL,AL,89,161,23,37,4,0,1,15,1,3,25,32,2,1,3,3,1 +klimclo01,1968,1,CLE,AL,11,15,0,2,0,0,0,3,0,0,1,0,1,0,0,1,0 +klinero01,1968,1,PIT,NL,56,16,0,0,0,0,0,0,0,0,1,7,0,0,1,0,0 +knoopbo01,1968,1,CAL,AL,152,494,48,123,20,4,3,39,3,2,35,128,6,3,2,2,13 +knowlda01,1968,1,WS2,AL,32,4,0,1,0,1,0,2,0,0,0,1,0,0,1,0,0 +kolbga01,1968,1,PIT,NL,74,119,16,26,4,1,2,6,2,1,11,17,2,0,2,0,2 +kooncca01,1968,1,NYN,NL,55,14,0,0,0,0,0,0,0,0,2,8,0,0,0,0,1 +koosmje01,1968,1,NYN,NL,35,91,3,7,1,0,1,4,0,0,3,62,0,0,3,0,1 +koscoan01,1968,1,NYA,AL,131,466,47,112,19,1,15,59,2,2,16,71,2,3,3,4,11 +kostrfr01,1968,1,MIN,AL,63,108,9,26,4,1,0,9,0,0,6,20,1,0,1,3,2 +kraneed01,1968,1,NYN,NL,127,373,29,86,13,1,3,20,0,3,19,39,5,2,10,1,6 +krausle02,1968,1,OAK,AL,36,56,4,9,5,0,0,2,0,0,5,25,0,0,2,0,0 +kubiate01,1968,1,OAK,AL,48,120,10,30,5,2,0,8,1,1,8,18,1,2,2,1,1 +kurtzha01,1968,1,CLE,AL,30,4,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +lachere01,1968,1,OAK,AL,19,60,3,9,1,0,0,4,0,0,1,11,0,1,1,0,0 +lahoujo01,1968,1,BOS,AL,29,78,5,15,1,0,1,6,0,2,16,16,0,0,0,0,1 +lamabja01,1968,1,CHN,NL,42,5,0,1,0,0,0,0,1,0,1,3,0,0,1,0,0 +landibi01,1968,1,BOS,AL,38,6,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +lanieha01,1968,1,SFN,NL,151,486,37,100,14,1,0,27,2,2,12,57,0,0,14,6,17 +larosvi01,1968,1,CHN,NL,4,2,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0 +larusto01,1968,1,OAK,AL,5,3,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +lashefr01,1968,1,DET,AL,34,9,0,1,0,0,0,0,0,0,0,4,0,0,0,0,1 +lauzege01,1968,1,OAK,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lazarda01,1968,1,CHA,AL,8,2,0,0,0,0,0,1,0,0,1,1,0,0,0,0,0 +leebo01,1968,1,CIN,NL,44,5,0,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +lefebji01,1968,1,LAN,NL,84,286,23,69,12,1,5,31,0,0,26,55,4,1,1,3,3 +lemasde01,1968,1,HOU,NL,33,65,2,2,0,0,0,1,0,0,6,20,0,0,9,0,1 +leoned01,1968,1,CLE,AL,6,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +leonhda01,1968,1,BAL,AL,30,31,1,4,0,0,0,2,0,0,1,13,0,0,6,0,0 +lewisal01,1968,1,OAK,AL,26,4,9,1,0,0,0,0,8,4,1,0,0,0,0,0,0 +lindbpa01,1968,1,OAK,AL,47,8,1,3,1,0,0,0,0,0,0,1,0,0,1,0,0 +linzph01,1968,1,NYN,NL,78,258,19,54,7,0,0,17,1,0,10,41,0,2,3,2,7 +linzyfr01,1968,1,SFN,NL,57,11,0,0,0,0,0,0,0,0,0,4,0,0,4,0,0 +llenawi01,1968,1,CAL,AL,16,39,5,5,1,0,0,1,0,0,2,5,0,1,0,0,1 +lockdo01,1968,1,PHI,NL,99,248,27,52,7,2,8,34,3,4,26,64,0,0,3,2,6 +lockebo01,1968,1,CAL,AL,29,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lockebo02,1968,1,CHA,AL,70,8,0,0,0,0,0,0,0,0,0,5,0,1,0,0,0 +lolicmi01,1968,1,DET,AL,41,70,5,8,3,0,0,3,0,1,6,25,0,0,4,0,3 +lonboji01,1968,1,BOS,AL,23,39,4,11,2,0,1,2,0,0,0,14,0,0,5,0,0 +lookbr01,1968,1,MIN,AL,59,118,7,29,4,0,0,9,0,1,20,24,3,0,0,1,5 +lummi01,1968,1,ATL,NL,122,232,22,52,7,3,3,21,3,5,14,35,2,4,3,3,6 +lylesp01,1968,1,BOS,AL,49,8,0,1,0,0,0,0,0,0,0,2,0,0,1,0,0 +malonji01,1968,1,CIN,NL,38,74,6,18,4,0,2,4,0,0,2,17,0,0,4,0,0 +mantlmi01,1968,1,NYA,AL,144,435,57,103,14,1,18,54,6,2,106,97,7,1,1,4,9 +maricju01,1968,1,SFN,NL,38,123,8,20,4,0,0,5,0,0,2,35,0,1,9,1,0 +marisro01,1968,1,SLN,NL,100,310,25,79,18,2,5,45,0,0,24,38,3,1,1,4,3 +marshda01,1968,1,SFN,NL,76,174,17,46,5,1,1,16,2,1,20,37,2,1,2,3,0 +martige01,1968,1,WS2,AL,9,11,1,4,1,0,1,1,0,0,0,1,0,0,0,0,1 +martijc01,1968,1,NYN,NL,78,244,20,55,9,2,3,31,0,0,21,31,3,5,3,2,4 +martima01,1968,1,ATL,NL,113,356,34,82,5,3,0,12,6,6,29,28,4,2,7,1,8 +masondo01,1968,1,SFN,NL,10,19,3,3,0,0,0,1,1,1,1,4,0,0,0,0,0 +matchto01,1968,1,DET,AL,80,227,18,46,6,2,3,14,0,2,10,46,3,4,2,1,3 +matheed01,1968,1,DET,AL,31,52,4,11,0,0,3,8,0,0,5,12,1,0,0,0,0 +maxvida01,1968,1,SLN,NL,151,459,51,116,8,5,1,24,0,2,52,71,9,1,2,2,8 +maybejo01,1968,1,HOU,NL,4,9,0,0,0,0,0,0,0,0,0,2,0,1,0,0,0 +mayca01,1968,1,CHA,AL,17,67,4,12,1,0,0,1,0,0,3,15,1,0,1,0,1 +mayda01,1968,1,BAL,AL,84,152,15,29,6,3,0,7,3,3,19,27,3,1,0,0,4 +mayele01,1968,1,CLE,AL,109,299,20,84,13,2,4,26,0,0,15,24,0,1,0,1,4 +mayje01,1968,1,PIT,NL,137,416,26,91,15,2,1,33,0,0,41,80,12,3,6,1,10 +mayle01,1968,1,CIN,NL,146,559,78,162,32,1,22,80,4,7,34,100,11,6,2,1,20 +mayswi01,1968,1,SFN,NL,148,498,84,144,20,5,23,79,12,6,67,81,7,2,0,6,13 +mazerbi01,1968,1,PIT,NL,143,506,36,127,18,2,3,42,3,4,38,38,10,2,6,4,18 +mcandji01,1968,1,NYN,NL,12,22,1,1,0,0,0,0,0,0,1,15,0,0,2,0,0 +mcauldi01,1968,1,DET,AL,151,570,95,142,24,10,16,56,8,7,82,99,8,2,1,3,0 +mcbeaal01,1968,1,PIT,NL,43,67,5,13,0,0,1,8,0,0,1,17,0,0,2,0,0 +mccarti01,1968,1,SLN,NL,128,434,35,110,15,6,5,48,4,3,26,31,8,1,2,4,6 +mccoobi01,1968,1,CIN,NL,30,8,0,1,0,0,0,0,0,0,0,4,0,0,1,0,0 +mccormi03,1968,1,SFN,NL,38,58,4,6,0,1,1,6,0,0,6,25,0,1,5,2,0 +mccovwi01,1968,1,SFN,NL,148,523,81,153,16,4,36,105,4,2,72,71,20,5,0,8,10 +mccrato01,1968,1,CHA,AL,136,477,51,112,16,12,9,44,20,5,36,58,9,5,8,4,9 +mcdanli01,1968,1,SFN,NL,12,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +mcdanli01,1968,2,NYA,AL,24,13,1,0,0,0,0,0,0,0,0,10,0,0,2,0,0 +mcdowsa01,1968,1,CLE,AL,38,85,5,13,0,0,0,6,0,0,3,35,0,1,6,1,1 +mcfadle01,1968,1,HOU,NL,16,47,2,13,1,0,0,1,1,0,6,10,2,0,1,0,0 +mcfaror01,1968,1,CAL,AL,18,31,1,9,0,0,0,2,0,0,5,9,1,0,0,0,1 +mcginda01,1968,1,CIN,NL,14,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcgloji01,1968,1,CAL,AL,40,63,4,7,2,0,0,2,0,0,1,30,0,0,6,0,0 +mclaide01,1968,1,DET,AL,44,111,7,18,1,1,0,4,0,0,1,37,0,0,16,0,1 +mcmahdo02,1968,1,CHA,AL,25,3,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +mcmahdo02,1968,2,DET,AL,20,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,1 +mcmatji01,1968,1,CHN,NL,6,14,0,2,0,0,0,2,0,0,0,6,0,0,0,0,0 +mcmulke01,1968,1,WS2,AL,151,557,66,138,11,2,20,62,1,3,63,66,5,3,0,3,12 +mcnalda01,1968,1,BAL,AL,35,86,10,11,1,0,3,10,0,0,9,46,0,0,8,1,0 +mcnerje01,1968,1,CHA,AL,74,169,18,37,4,1,3,18,0,0,18,29,3,2,7,1,2 +mcraeha01,1968,1,CIN,NL,17,51,1,10,1,0,0,2,1,1,4,14,2,0,1,0,2 +meltobi01,1968,1,CHA,AL,34,109,5,29,8,0,2,16,1,1,10,32,0,0,1,2,2 +menkede01,1968,1,HOU,NL,150,542,56,135,23,6,6,56,5,8,64,81,6,6,7,2,6 +merriji01,1968,1,MIN,AL,38,71,1,10,2,0,0,1,0,1,5,22,0,0,4,0,2 +messean01,1968,1,CAL,AL,29,20,1,2,1,0,0,1,0,0,0,10,0,0,4,0,0 +michage01,1968,1,NYA,AL,61,116,8,23,3,0,1,8,3,2,2,23,0,1,0,0,2 +mikkepe01,1968,1,CHN,NL,3,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +mikkepe01,1968,2,SLN,NL,5,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +milesji01,1968,1,WS2,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +millafe01,1968,1,ATL,NL,149,570,49,165,22,2,1,33,6,6,22,26,7,6,14,3,17 +millebo04,1968,1,MIN,AL,45,7,0,1,0,0,0,1,0,0,0,3,0,0,0,0,0 +milleno01,1968,1,HOU,NL,79,257,35,61,18,2,6,28,6,5,22,48,1,5,5,5,4 +millest01,1968,1,ATL,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +minchdo01,1968,1,CAL,AL,120,399,35,94,12,1,13,48,0,2,43,65,6,4,6,6,8 +mittege01,1968,1,MIN,AL,11,34,1,7,1,0,0,1,0,0,3,8,0,0,1,0,1 +moelljo01,1968,1,LAN,NL,3,7,0,0,0,0,0,0,0,0,0,5,0,0,0,0,0 +monbobi01,1968,1,NYA,AL,17,26,2,3,1,0,0,2,0,0,2,6,0,0,2,0,0 +monbobi01,1968,2,SFN,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mondari01,1968,1,OAK,AL,148,482,56,132,24,7,8,49,14,6,72,143,7,4,2,3,5 +moneydo01,1968,1,PHI,NL,4,13,1,3,2,0,0,2,0,1,2,4,1,0,0,0,0 +mooreba01,1968,1,WS2,AL,34,31,0,3,0,0,0,1,0,0,0,14,0,0,3,1,0 +moosebo01,1968,1,PIT,NL,38,54,0,5,0,0,0,0,0,0,1,22,0,0,2,0,1 +moralri01,1968,1,CHA,AL,10,29,2,5,0,0,0,0,0,0,2,5,0,0,0,0,1 +morehda01,1968,1,BOS,AL,11,16,1,2,0,0,0,1,0,0,0,10,0,1,1,0,0 +morgajo02,1968,1,HOU,NL,10,20,6,5,0,1,0,0,3,0,7,4,0,0,0,0,0 +morrida01,1968,1,MIN,AL,3,3,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +morrijo06,1968,1,BAL,AL,19,6,0,0,0,0,0,0,0,0,0,5,0,0,0,0,0 +mortobu01,1968,1,CAL,AL,81,163,13,44,6,0,1,18,2,1,14,18,0,4,2,1,6 +mosesje01,1968,1,BOS,AL,6,18,2,6,0,0,2,4,0,1,1,4,0,0,0,0,1 +motama01,1968,1,PIT,NL,111,331,35,93,10,2,1,33,4,2,20,19,4,1,10,4,7 +mottocu01,1968,1,BAL,AL,83,217,27,43,7,0,8,25,1,3,31,43,0,1,2,3,7 +murphto02,1968,1,CAL,AL,15,28,2,0,0,0,0,0,0,0,1,10,0,0,5,0,0 +murreiv01,1968,1,HOU,NL,32,59,3,6,1,1,0,3,0,0,1,17,0,0,0,0,2 +nagelru01,1968,1,CLE,AL,5,3,0,1,0,0,0,0,0,0,2,2,0,0,0,0,0 +nashji01,1968,1,OAK,AL,34,74,4,5,1,0,2,6,0,0,1,50,0,0,6,0,0 +nelsoda01,1968,1,CLE,AL,88,189,26,44,4,5,0,19,23,7,17,35,0,1,6,3,1 +nelsome01,1968,1,SLN,NL,18,12,2,2,0,0,0,2,0,0,1,4,0,0,0,0,0 +nelsoro02,1968,1,BAL,AL,19,16,0,1,0,0,0,0,0,0,2,10,0,0,4,0,1 +nendi01,1968,1,CHN,NL,81,94,8,17,1,1,2,16,0,0,6,17,2,0,1,2,0 +nettlgr01,1968,1,MIN,AL,22,76,13,17,2,1,5,8,0,0,7,20,1,1,0,0,2 +niekrjo01,1968,1,CHN,NL,34,60,2,6,0,0,0,0,0,0,4,23,0,0,9,0,1 +niekrph01,1968,1,ATL,NL,37,77,3,8,1,0,2,7,0,0,0,22,0,0,18,0,0 +nixonru01,1968,1,BOS,AL,29,85,1,13,2,0,0,6,0,0,7,13,1,0,0,0,2 +nolanga01,1968,1,CIN,NL,23,46,5,6,1,0,1,5,0,0,7,23,0,0,7,0,0 +northji01,1968,1,DET,AL,154,580,76,153,29,7,21,90,4,5,50,87,4,4,4,5,14 +nyeri01,1968,1,CHN,NL,27,44,0,8,0,0,0,2,0,0,0,18,0,0,1,1,1 +nymanje01,1968,1,CHA,AL,8,13,1,2,0,0,0,0,0,0,0,8,0,0,1,0,0 +odombl01,1968,1,OAK,AL,42,78,14,17,2,0,1,2,0,0,6,29,0,1,4,0,0 +odonojo01,1968,1,BAL,AL,16,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +olivato01,1968,1,MIN,AL,128,470,54,136,24,5,18,68,10,9,45,61,16,7,1,5,10 +oliveal01,1968,1,PIT,NL,4,8,1,1,0,0,0,0,0,0,0,4,0,0,0,0,0 +olivege01,1968,1,BOS,AL,16,35,2,5,0,0,0,1,0,0,4,12,1,1,0,0,0 +olivege01,1968,2,CHN,NL,8,11,1,4,0,0,0,1,0,0,3,2,0,0,0,0,1 +olivena01,1968,1,SFN,NL,36,73,3,13,2,0,0,1,0,1,1,13,0,0,2,0,0 +ortegph01,1968,1,WS2,AL,31,24,2,4,1,0,0,2,0,0,4,9,0,0,5,0,2 +osteecl01,1968,1,LAN,NL,40,84,4,15,3,0,0,2,0,0,2,26,0,0,9,0,3 +oylerra01,1968,1,DET,AL,111,215,13,29,6,1,1,12,0,2,20,59,0,2,7,3,8 +paganjo01,1968,1,PIT,NL,80,163,24,36,7,1,4,21,2,3,11,32,3,3,4,3,3 +pagemi01,1968,1,ATL,NL,20,28,1,5,0,0,0,1,0,0,1,9,0,0,0,0,1 +pagliji01,1968,1,OAK,AL,66,199,19,49,4,0,6,20,0,0,24,42,1,2,0,2,4 +pappami01,1968,1,CIN,NL,16,16,1,1,0,0,0,0,0,0,0,8,0,0,4,0,0 +pappami01,1968,2,ATL,NL,22,37,5,6,0,0,1,4,0,0,3,21,0,1,2,0,0 +parkewe01,1968,1,LAN,NL,135,468,42,112,22,2,3,27,4,6,49,87,6,2,12,3,3 +pascuca02,1968,1,WS2,AL,31,65,2,12,0,0,0,5,0,0,1,10,0,0,4,1,0 +patekfr01,1968,1,PIT,NL,61,208,31,53,4,2,2,18,18,7,12,37,0,2,9,3,0 +patteda02,1968,1,DET,AL,38,13,0,0,0,0,0,1,0,0,1,8,0,0,0,0,0 +pattima01,1968,1,CAL,AL,52,12,0,1,0,0,0,0,0,0,0,2,0,0,1,0,1 +paulmi01,1968,1,CLE,AL,36,24,2,4,0,0,0,0,0,0,1,13,0,0,1,0,0 +pavledo01,1968,1,CIN,NL,46,98,11,28,3,1,2,11,0,0,8,23,2,2,2,0,7 +penaro01,1968,1,PHI,NL,138,500,56,130,13,2,1,38,3,5,34,63,2,2,6,4,11 +pepitjo01,1968,1,NYA,AL,108,380,41,93,9,3,15,56,8,2,37,45,9,1,0,3,7 +perezto01,1968,1,CIN,NL,160,625,93,176,25,7,18,92,3,2,51,92,13,6,1,7,19 +perraro01,1968,1,MIN,AL,66,7,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +perryga01,1968,1,SFN,NL,39,97,3,11,0,0,0,3,0,0,2,35,0,0,8,0,1 +perryji01,1968,1,MIN,AL,32,42,4,6,1,0,2,5,0,0,2,12,0,0,4,0,1 +peterca01,1968,1,WS2,AL,94,226,20,46,8,1,3,18,2,1,18,31,3,1,0,3,3 +peterfr01,1968,1,NYA,AL,36,63,2,5,1,1,0,4,0,0,1,24,0,1,5,1,0 +peterga01,1968,1,CHA,AL,46,72,10,15,3,1,2,8,0,0,6,13,1,1,0,0,2 +petrori01,1968,1,BOS,AL,123,406,41,95,17,2,12,46,0,1,31,73,2,4,6,4,7 +phillad01,1968,1,CHN,NL,143,439,49,106,20,5,13,33,9,7,47,90,20,5,4,2,8 +phoebto01,1968,1,BAL,AL,36,82,3,15,2,0,1,8,0,0,3,23,0,0,7,0,3 +piercto01,1968,1,OAK,AL,17,6,1,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +pinaho01,1968,1,CLE,AL,12,6,0,0,0,0,0,0,0,0,0,4,0,0,2,0,0 +pinielo01,1968,1,CLE,AL,6,5,1,0,0,0,0,1,0,0,0,0,0,0,0,1,0 +pinsova01,1968,1,CIN,NL,130,499,60,135,29,6,5,48,17,11,32,59,8,0,5,6,5 +pizarju01,1968,1,PIT,NL,13,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +pizarju01,1968,2,BOS,AL,20,31,5,5,2,0,0,3,0,0,3,8,0,0,4,1,1 +plummbi01,1968,1,CHN,NL,2,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +popovpa01,1968,1,LAN,NL,134,418,35,97,8,1,2,25,1,3,29,37,2,1,9,5,7 +powelbo01,1968,1,BAL,AL,154,550,60,137,21,1,22,85,7,1,73,97,12,3,3,5,12 +priceji01,1968,1,DET,AL,64,132,12,23,4,0,3,13,0,0,13,14,1,1,0,0,6 +priddbo01,1968,1,CHA,AL,42,24,3,1,0,0,1,2,0,0,0,9,0,1,3,0,0 +purdijo01,1968,1,LAN,NL,36,6,1,3,0,0,0,0,0,0,0,2,0,0,0,0,0 +queenme02,1968,1,CIN,NL,10,8,2,1,0,0,0,0,0,0,1,3,0,0,0,0,0 +quilifr01,1968,1,MIN,AL,97,229,22,56,11,4,1,22,0,0,21,45,0,1,3,5,5 +raderdo02,1968,1,HOU,NL,98,333,42,89,16,4,6,43,2,2,31,51,3,1,2,4,8 +rathfr01,1968,1,CHA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rayji01,1968,1,HOU,NL,42,15,0,1,0,0,0,0,0,0,0,7,0,0,1,0,1 +raymocl01,1968,1,ATL,NL,36,7,1,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +reberfr01,1968,1,CHN,NL,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +reedro01,1968,1,ATL,NL,35,62,0,10,1,1,0,4,0,0,1,23,0,1,9,0,0 +reeseri01,1968,1,MIN,AL,126,332,40,86,15,2,4,28,3,1,18,36,4,3,4,2,6 +reganph01,1968,1,LAN,NL,5,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reganph01,1968,2,CHN,NL,68,20,3,3,1,0,0,1,0,0,0,8,0,1,3,0,0 +reichri01,1968,1,CAL,AL,151,534,62,136,20,3,21,73,8,7,42,118,2,18,3,4,14 +renicri01,1968,1,MIN,AL,42,97,16,21,5,2,3,13,0,0,9,42,1,0,0,0,2 +repozro01,1968,1,CAL,AL,133,375,30,90,8,1,13,54,8,7,38,83,3,3,2,8,0 +retteme01,1968,1,BAL,AL,31,64,10,19,5,0,2,7,1,1,18,20,0,1,1,1,0 +reynoar01,1968,1,CHN,NL,7,2,2,1,1,0,0,0,0,0,0,1,0,0,0,0,0 +ribande01,1968,1,DET,AL,16,5,1,1,0,0,0,0,0,0,1,1,0,0,0,0,0 +ribande01,1968,2,CHA,AL,17,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +richepe01,1968,1,BAL,AL,36,10,2,2,1,0,0,0,0,0,0,7,0,0,1,0,0 +rickeda01,1968,1,SLN,NL,20,22,1,3,0,0,0,1,0,0,0,3,0,0,0,0,0 +ritchja01,1968,1,CIN,NL,28,7,0,0,0,0,0,0,0,0,0,2,0,0,0,0,1 +roberri01,1968,1,SFN,NL,3,2,0,1,0,0,0,0,0,0,0,1,0,0,1,0,0 +robinbi02,1968,1,NYA,AL,107,342,34,82,16,7,6,40,7,6,26,54,3,2,4,4,11 +robinbr01,1968,1,BAL,AL,162,608,65,154,36,6,17,75,1,1,44,55,11,4,3,8,12 +robinfl01,1968,1,OAK,AL,53,81,5,20,5,0,1,14,0,0,4,10,1,0,1,2,0 +robinfl01,1968,2,BOS,AL,23,24,1,3,0,0,0,2,1,0,3,4,0,1,0,0,1 +robinfr02,1968,1,BAL,AL,130,421,69,113,27,1,15,52,11,2,73,84,4,12,0,2,15 +rodgebu01,1968,1,CAL,AL,91,258,13,49,6,0,1,14,2,1,16,48,3,3,2,2,4 +rodriau01,1968,1,CAL,AL,76,223,14,54,10,1,1,16,0,2,17,36,2,1,1,0,6 +rodriel01,1968,1,NYA,AL,9,24,1,5,0,0,0,1,0,0,3,3,0,0,0,0,0 +roggega01,1968,1,BOS,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rohrbi01,1968,1,CLE,AL,17,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rohrle01,1968,1,NYN,NL,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +rojasco01,1968,1,PHI,NL,152,621,53,144,19,0,9,48,4,8,16,55,2,0,6,7,13 +rojasmi01,1968,1,CAL,AL,38,10,0,1,0,0,0,0,0,0,0,7,0,0,0,0,0 +rolanji01,1968,1,MIN,AL,29,8,0,0,0,0,0,1,0,0,1,4,0,0,2,0,0 +rolliri01,1968,1,MIN,AL,93,203,14,49,5,0,6,30,3,1,10,34,2,3,2,0,6 +romovi01,1968,1,LAN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +romovi01,1968,2,CLE,AL,40,14,0,2,0,0,0,0,0,0,0,3,0,0,4,0,0 +roofph01,1968,1,OAK,AL,34,64,5,12,0,0,1,2,1,0,2,15,0,0,1,0,2 +rookeji01,1968,1,DET,AL,2,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +rosebjo01,1968,1,MIN,AL,135,380,31,82,12,0,8,39,2,3,46,57,9,2,2,5,7 +rosepe01,1968,1,CIN,NL,149,626,94,210,42,6,10,49,3,7,56,76,15,4,2,4,11 +rossga01,1968,1,CHN,NL,13,11,1,1,0,0,0,1,0,0,0,4,0,0,0,0,0 +rudijo01,1968,1,OAK,AL,68,181,10,32,5,1,1,12,1,1,12,32,3,2,2,0,3 +ruizch01,1968,1,CIN,NL,85,139,15,36,2,1,0,9,4,3,12,18,0,0,3,1,3 +ryanmi02,1968,1,PHI,NL,96,296,12,53,6,1,1,15,0,3,15,59,3,0,2,1,12 +ryanno01,1968,1,NYN,NL,21,44,2,5,0,0,0,2,0,0,2,29,0,0,1,0,0 +sadecra01,1968,1,SFN,NL,43,85,1,8,2,0,0,0,0,0,6,34,0,0,4,0,2 +salmoch01,1968,1,CLE,AL,103,276,24,59,8,1,3,12,7,7,12,30,0,3,5,1,5 +sandeke01,1968,1,OAK,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +santijo02,1968,1,BOS,AL,23,43,4,7,2,0,0,3,0,0,2,12,0,0,3,0,1 +santoal01,1968,1,ATL,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +santoro01,1968,1,CHN,NL,162,577,86,142,17,3,26,98,3,4,96,106,7,3,1,5,18 +satrito01,1968,1,CAL,AL,111,297,20,75,9,0,8,35,0,0,37,44,5,1,0,0,7 +savagte01,1968,1,CHN,NL,3,8,0,2,0,0,0,0,0,1,0,1,0,0,0,0,0 +savagte01,1968,2,LAN,NL,61,126,7,26,6,1,2,7,1,2,10,20,0,1,0,0,7 +schaapa01,1968,1,CAL,AL,60,219,22,46,7,1,2,16,5,7,29,25,0,2,2,1,3 +schafji01,1968,1,CIN,NL,4,6,0,1,0,0,0,1,0,0,0,3,0,0,0,0,0 +scheiri01,1968,1,CLE,AL,19,55,3,12,5,0,0,5,0,0,5,8,0,1,0,3,2 +schoege01,1968,1,WS2,AL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schofdi01,1968,1,SLN,NL,69,127,14,28,7,1,1,8,1,2,13,31,2,2,0,0,1 +schrobo01,1968,1,SFN,NL,35,44,5,7,1,1,0,2,0,0,7,3,0,1,1,1,1 +scottge02,1968,1,BOS,AL,124,350,23,60,14,0,3,25,3,5,26,88,3,5,1,5,13 +seaveto01,1968,1,NYN,NL,38,95,5,15,2,0,0,3,0,0,3,44,0,0,3,0,0 +seguidi01,1968,1,OAK,AL,52,9,0,1,0,0,0,0,0,0,1,6,0,0,0,0,0 +selmadi01,1968,1,NYN,NL,39,58,4,12,2,0,0,1,1,0,0,20,0,0,4,0,1 +shamsar01,1968,1,NYN,NL,116,345,30,82,14,4,12,48,1,0,21,58,6,7,4,4,6 +shannmi01,1968,1,SLN,NL,156,576,62,153,29,2,15,79,1,2,37,114,5,2,4,6,11 +shawdo01,1968,1,NYN,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sheast01,1968,1,HOU,NL,30,6,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +sherrla01,1968,1,CAL,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shirlba01,1968,1,LAN,NL,39,83,6,15,3,0,0,4,0,1,10,13,1,0,3,0,5 +shortbi01,1968,1,NYN,NL,34,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +shortch02,1968,1,PHI,NL,43,79,7,12,1,0,0,4,0,0,2,18,0,1,8,1,2 +siebeno01,1968,1,BOS,AL,27,30,0,2,0,0,0,0,0,0,0,5,0,0,0,0,1 +siebeso01,1968,1,CLE,AL,33,70,2,11,3,0,0,6,0,0,1,23,0,2,5,0,1 +simmote01,1968,1,SLN,NL,2,3,0,1,0,0,0,0,0,0,1,1,0,0,0,0,0 +simpsdi01,1968,1,SLN,NL,26,56,11,13,0,0,3,8,0,1,8,21,2,0,0,1,1 +simpsdi01,1968,2,HOU,NL,59,177,25,33,7,2,3,11,4,4,20,61,2,4,0,1,2 +simsdu01,1968,1,CLE,AL,122,361,48,90,21,0,11,44,1,3,62,68,11,5,0,1,8 +singebi01,1968,1,LAN,NL,37,81,6,12,7,0,0,4,0,0,4,30,0,1,3,0,0 +siskto01,1968,1,PIT,NL,33,24,2,2,0,0,0,0,0,0,1,13,0,1,2,0,1 +smithch04,1968,1,NYA,AL,46,70,2,16,4,1,1,7,0,0,5,18,2,0,2,0,2 +smithre06,1968,1,BOS,AL,155,558,78,148,37,5,15,69,22,18,64,77,13,4,1,5,10 +smithwi02,1968,1,CLE,AL,33,42,1,6,2,0,0,3,0,0,3,14,2,1,0,1,1 +smithwi02,1968,2,CHN,NL,55,142,13,39,8,2,5,25,0,0,12,33,2,1,1,1,1 +snyderu01,1968,1,CHA,AL,38,82,2,11,2,0,1,5,0,0,4,16,1,0,0,1,2 +snyderu01,1968,2,CLE,AL,68,217,30,61,8,2,2,23,1,1,25,21,0,0,3,1,5 +solaito01,1968,1,NYA,AL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +spangal01,1968,1,CHN,NL,88,177,21,48,9,3,2,18,0,1,20,24,2,1,2,3,4 +sparmjo01,1968,1,DET,AL,34,60,2,8,1,0,0,2,0,0,1,24,0,0,6,0,0 +spencji01,1968,1,CAL,AL,19,68,2,13,1,0,0,5,0,0,3,10,0,1,0,1,2 +spiezed01,1968,1,SLN,NL,29,51,1,8,0,0,0,2,1,1,5,6,0,0,0,1,1 +spraged01,1968,1,OAK,AL,47,7,0,0,0,0,0,0,0,0,0,5,0,0,0,0,0 +stahlla01,1968,1,NYN,NL,53,183,15,43,7,2,3,10,3,0,21,38,1,0,1,0,1 +stangle01,1968,1,BOS,AL,50,15,1,2,0,0,0,2,0,0,2,6,0,0,2,0,0 +stanlmi01,1968,1,DET,AL,153,583,88,151,16,6,11,60,4,3,42,57,1,4,8,4,22 +stargwi01,1968,1,PIT,NL,128,435,57,103,15,1,24,67,5,0,47,105,11,6,1,7,12 +staubru01,1968,1,HOU,NL,161,591,54,172,37,1,6,72,2,0,73,57,24,7,7,4,11 +stephbu01,1968,1,MIN,AL,2,3,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +stephje01,1968,1,BOS,AL,23,17,0,6,0,0,0,2,0,0,1,4,0,0,0,0,1 +stephjo02,1968,1,CHN,NL,2,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stonebi01,1968,1,CHN,NL,18,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +stonege02,1968,1,ATL,NL,17,27,2,9,0,0,0,7,0,0,1,7,0,0,1,0,0 +stottme01,1968,1,NYA,AL,36,91,4,13,3,0,0,5,0,1,8,33,0,0,3,1,3 +stroued01,1968,1,WS2,AL,105,306,41,73,10,10,4,23,9,3,20,50,1,0,0,1,11 +suareke01,1968,1,CLE,AL,17,10,1,1,0,0,0,0,0,0,1,3,0,0,0,0,1 +sudakbi01,1968,1,LAN,NL,24,87,11,24,4,2,3,12,1,0,15,14,1,0,0,0,4 +sullijo07,1968,1,PHI,NL,12,18,0,4,0,0,0,1,0,0,2,4,0,0,0,0,2 +sutheda01,1968,1,CLE,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +suthega01,1968,1,PHI,NL,67,138,16,38,7,0,0,15,0,0,8,15,0,0,2,1,0 +suttodo01,1968,1,LAN,NL,36,62,3,11,0,0,0,3,0,0,2,22,0,0,6,2,1 +swoboro01,1968,1,NYN,NL,132,450,46,109,14,6,11,59,8,1,52,113,1,4,1,1,14 +talbofr01,1968,1,NYA,AL,29,17,2,2,0,0,1,1,0,0,1,7,0,0,2,0,0 +tartajo01,1968,1,BOS,AL,72,139,24,39,6,0,0,6,2,3,6,5,0,0,1,2,0 +tatumja01,1968,1,CAL,AL,17,51,7,9,1,0,0,2,0,0,0,9,0,0,0,0,1 +tayloca01,1968,1,PIT,NL,44,71,5,15,1,0,0,7,1,0,10,10,3,0,1,0,4 +tayloro01,1968,1,NYN,NL,58,9,0,0,0,0,0,0,0,0,0,6,0,0,0,0,0 +tayloto02,1968,1,PHI,NL,145,547,59,137,20,2,3,38,22,5,39,60,7,3,6,3,9 +thomage01,1968,1,BOS,AL,12,10,3,2,0,0,1,1,1,0,1,3,0,0,0,0,0 +thomale03,1968,1,HOU,NL,90,201,14,39,4,0,1,11,2,1,14,22,4,1,4,1,6 +tiantlu01,1968,1,CLE,AL,34,87,4,7,1,0,0,3,0,0,0,14,0,0,11,0,1 +tiefebo01,1968,1,CHN,NL,9,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tillmbo01,1968,1,ATL,NL,86,236,16,52,4,0,5,20,1,0,16,55,2,3,2,0,8 +tilloth01,1968,1,NYA,AL,7,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +tolanbo01,1968,1,SLN,NL,92,278,28,64,12,1,5,17,9,5,13,42,3,3,2,0,8 +torboje01,1968,1,LAN,NL,37,93,2,15,2,0,0,4,0,0,6,10,2,0,1,0,2 +torrehe01,1968,1,HOU,NL,128,466,44,104,11,1,1,24,2,3,18,64,2,0,12,0,10 +torrejo01,1968,1,ATL,NL,115,424,45,115,11,2,10,55,1,0,34,72,7,5,0,1,15 +torremi01,1968,1,SLN,NL,5,7,1,2,0,0,0,1,0,0,0,2,0,0,0,0,0 +tovarce01,1968,1,MIN,AL,157,613,89,167,31,6,6,47,35,13,34,41,0,17,5,4,2 +tracedi01,1968,1,DET,AL,90,212,30,33,3,1,4,15,3,0,24,51,0,0,2,2,5 +treshto01,1968,1,NYA,AL,152,507,60,99,18,3,11,52,10,5,76,97,8,4,1,2,8 +trevibo01,1968,1,CAL,AL,17,40,1,9,1,0,0,1,0,1,2,9,0,0,0,0,0 +tsitojo01,1968,1,CIN,NL,3,2,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +uhlaete01,1968,1,MIN,AL,140,488,52,138,21,5,7,52,16,7,28,46,3,3,6,2,3 +unserde01,1968,1,WS2,AL,156,635,66,146,13,7,1,30,11,6,46,66,1,2,3,4,5 +uphamjo01,1968,1,CHN,NL,13,10,0,2,0,0,0,0,0,0,0,3,0,0,0,0,0 +upshace01,1968,1,ATL,NL,52,23,0,4,0,0,0,0,0,0,1,4,0,0,6,0,0 +valdesa01,1968,1,ATL,NL,36,86,8,20,1,0,1,4,0,0,10,20,5,1,0,0,0 +valenfr01,1968,1,WS2,AL,37,101,11,24,2,0,3,7,1,0,6,11,0,2,0,1,5 +valenfr01,1968,2,BAL,AL,47,91,9,17,3,2,2,5,0,0,7,20,0,1,0,0,1 +vealebo01,1968,1,PIT,NL,36,82,2,9,1,0,0,1,0,0,2,53,0,0,2,0,2 +verbajo01,1968,1,NYA,AL,40,25,1,2,0,0,0,0,0,0,1,5,0,0,3,0,0 +versazo01,1968,1,LAN,NL,122,403,29,79,16,3,2,24,6,4,26,84,4,0,6,1,7 +vidaljo01,1968,1,CLE,AL,37,54,5,9,0,0,2,5,3,0,2,15,0,0,0,0,0 +virdobi01,1968,1,PIT,NL,6,3,1,1,0,0,1,2,0,0,0,2,0,0,0,0,0 +vossbi01,1968,1,CHA,AL,61,167,14,26,2,1,2,15,5,3,16,34,1,2,3,0,1 +wagnega01,1968,1,PHI,NL,44,12,0,1,0,0,0,0,0,0,0,10,0,0,0,0,0 +wagnele01,1968,1,CLE,AL,38,49,5,9,4,0,0,6,0,0,6,6,0,0,0,0,2 +wagnele01,1968,2,CHA,AL,69,162,14,46,8,0,1,18,2,1,21,31,2,0,0,0,2 +walkelu01,1968,1,PIT,NL,39,8,0,0,0,0,0,0,0,0,0,4,0,0,1,0,1 +waltoda01,1968,1,HOU,NL,2,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1 +wardejo01,1968,1,DET,AL,28,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +wardpe01,1968,1,CHA,AL,125,399,43,86,15,0,15,50,4,3,76,85,8,10,1,1,3 +washbra01,1968,1,SLN,NL,31,60,5,5,0,1,0,5,0,0,8,38,0,0,11,0,2 +waslega01,1968,1,BOS,AL,39,26,1,1,0,0,0,0,0,0,1,12,0,0,2,0,0 +watsobo01,1968,1,HOU,NL,45,140,13,32,7,0,2,8,1,0,13,32,1,1,0,1,6 +watted01,1968,1,BAL,AL,59,8,0,0,0,0,0,0,0,0,0,4,0,1,0,0,0 +weaveji02,1968,1,CAL,AL,14,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +webstra02,1968,1,OAK,AL,66,196,17,42,11,1,3,23,3,0,12,24,6,0,2,1,5 +weisal01,1968,1,NYN,NL,90,274,15,47,6,0,1,14,3,1,21,63,3,2,2,2,3 +wenzfr01,1968,1,BOS,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wertdo01,1968,1,DET,AL,150,536,44,107,15,1,12,37,0,3,37,79,7,5,11,0,12 +whitast01,1968,1,NYA,AL,28,60,3,7,2,0,0,3,0,1,8,18,0,0,0,0,0 +whitebi03,1968,1,PHI,NL,127,385,34,92,16,2,9,40,0,1,39,79,6,2,1,4,7 +whitero01,1968,1,NYA,AL,159,577,89,154,20,7,17,62,20,11,73,50,6,3,3,4,10 +whitffr01,1968,1,CIN,NL,87,171,15,44,8,0,6,32,0,3,9,29,1,2,0,0,3 +wickeda01,1968,1,PIT,NL,11,3,0,1,0,0,0,2,0,0,0,1,0,0,1,0,0 +wickefl01,1968,1,SLN,NL,5,4,2,2,0,0,0,0,0,0,0,0,0,0,0,0,0 +wilheho01,1968,1,CHA,AL,72,3,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +willibi01,1968,1,CHN,NL,163,642,91,185,30,8,30,98,4,1,48,53,10,2,0,7,13 +williro01,1968,1,SLN,NL,48,11,1,0,0,0,0,0,0,0,1,4,0,0,0,0,1 +willist02,1968,1,CLE,AL,44,56,3,9,1,0,0,5,0,0,4,30,0,0,4,0,0 +williwa02,1968,1,CHA,AL,63,133,6,32,6,0,1,8,0,1,4,17,1,2,2,1,4 +willsma01,1968,1,PIT,NL,153,627,76,174,12,6,0,31,52,21,45,57,1,1,11,1,10 +wilsodo01,1968,1,HOU,NL,34,70,7,15,2,0,1,6,0,0,1,16,0,1,6,0,2 +wilsoea01,1968,1,DET,AL,40,88,9,20,0,1,7,17,0,0,2,35,0,1,1,0,1 +winebo01,1968,1,PHI,NL,27,71,5,12,3,0,2,7,0,0,6,17,1,0,4,0,4 +wiseri01,1968,1,PHI,NL,30,58,6,14,4,1,2,7,0,0,3,15,0,0,2,0,1 +womacdo01,1968,1,NYA,AL,45,5,0,1,0,0,0,0,1,0,0,1,0,0,0,0,0 +woodwi01,1968,1,CHA,AL,88,22,0,2,0,0,0,2,0,0,2,17,0,0,2,0,0 +woodwwo01,1968,1,ATL,NL,12,24,2,4,1,0,0,1,1,0,1,6,0,0,0,0,1 +woodwwo01,1968,2,CIN,NL,56,119,13,29,2,0,0,10,1,0,7,23,3,2,1,0,1 +worthal01,1968,1,MIN,AL,54,7,0,0,0,0,0,0,0,0,0,5,0,0,2,0,0 +wrighcl01,1968,1,CAL,AL,51,37,7,8,2,0,0,2,0,0,2,11,0,0,2,0,2 +wyattjo02,1968,1,BOS,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wyattjo02,1968,2,NYA,AL,7,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +wyattjo02,1968,3,DET,AL,22,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +wynnebi02,1968,1,CHA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wynnji01,1968,1,HOU,NL,156,542,85,146,23,5,26,67,11,17,90,131,9,5,5,4,6 +yastrca01,1968,1,BOS,AL,157,539,90,162,32,2,23,74,13,6,119,90,13,2,0,4,12 +zimmeje01,1968,1,MIN,AL,24,45,3,5,1,0,0,2,0,0,3,10,0,1,0,1,0 +aaronha01,1969,1,ATL,NL,147,547,100,164,30,3,44,97,9,10,87,47,19,2,0,3,14 +aaronto01,1969,1,ATL,NL,49,60,13,15,2,0,1,5,0,1,6,6,0,0,0,0,1 +abernte02,1969,1,CHN,NL,56,8,1,2,1,0,0,1,0,0,0,2,0,0,0,0,0 +adairje01,1969,1,KCA,AL,126,432,29,108,9,1,5,48,1,3,20,36,4,3,2,4,24 +adamsdo01,1969,1,CHA,AL,8,14,1,3,0,0,0,1,0,0,1,3,0,0,0,0,1 +adamsmi01,1969,1,BAL,AL,6,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +ageeto01,1969,1,NYN,NL,149,565,97,153,23,4,26,76,12,9,59,137,2,3,6,2,5 +aguirha01,1969,1,CHN,NL,41,5,2,2,0,0,0,0,0,0,0,1,0,0,0,0,0 +akerja01,1969,1,SE1,AL,15,1,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0 +akerja01,1969,2,NYA,AL,38,9,0,1,0,0,0,0,0,0,0,5,0,0,0,0,0 +alcarlu01,1969,1,KCA,AL,22,79,15,20,2,1,1,7,0,0,7,9,0,0,0,0,2 +allenbe01,1969,1,WS2,AL,122,365,33,90,17,4,9,45,5,4,50,35,3,0,2,0,9 +allendi01,1969,1,PHI,NL,118,438,79,126,23,3,32,89,9,3,64,144,10,0,0,4,10 +allenha02,1969,1,WS2,AL,109,271,42,75,9,3,1,17,12,3,13,28,1,1,0,1,13 +allenll01,1969,1,CAL,AL,4,2,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0 +alleyge01,1969,1,PIT,NL,82,285,28,70,3,2,8,32,4,0,19,48,1,1,2,2,10 +allisbo01,1969,1,MIN,AL,81,189,18,43,8,2,8,27,2,4,29,39,5,1,1,0,8 +alomasa01,1969,1,CHA,AL,22,58,8,13,2,0,0,4,2,0,4,6,0,0,2,0,0 +alomasa01,1969,2,CAL,AL,134,559,60,140,10,2,1,30,18,3,36,48,2,0,3,0,5 +aloufe01,1969,1,ATL,NL,123,476,54,134,13,1,5,32,4,6,23,23,4,4,4,2,7 +alouje01,1969,1,HOU,NL,115,452,49,112,19,4,5,34,4,6,15,30,6,4,2,3,13 +alouma01,1969,1,PIT,NL,162,698,105,231,41,6,1,48,22,8,42,35,9,2,1,3,5 +alvarlu01,1969,1,BOS,AL,6,5,0,0,0,0,0,0,0,1,0,2,0,0,0,0,0 +alvisma01,1969,1,CLE,AL,66,191,13,43,6,0,1,15,1,1,14,26,1,0,0,2,9 +alyeabr01,1969,1,WS2,AL,104,237,29,59,4,0,11,40,1,3,34,67,4,1,0,4,9 +amaroru01,1969,1,CAL,AL,41,27,4,6,0,0,0,1,0,0,4,6,0,0,5,0,0 +andremi01,1969,1,BOS,AL,121,464,79,136,26,2,15,59,1,1,71,53,0,5,10,4,7 +aparilu01,1969,1,CHA,AL,156,599,77,168,24,5,5,51,24,4,66,29,1,2,10,4,14 +arciajo01,1969,1,SDN,NL,120,302,35,65,11,3,0,10,14,7,14,47,0,2,3,0,7 +arlinst01,1969,1,SDN,NL,4,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +arrigge01,1969,1,CIN,NL,20,31,1,5,0,0,0,0,0,0,2,11,0,0,1,0,2 +asprobo01,1969,1,ATL,NL,82,198,16,50,8,1,3,24,0,1,13,19,1,2,1,1,4 +azcuejo01,1969,1,CLE,AL,7,24,1,7,0,0,1,1,0,0,4,3,0,0,0,0,0 +azcuejo01,1969,2,BOS,AL,19,51,7,11,2,0,0,3,0,0,4,5,1,0,0,0,3 +azcuejo01,1969,3,CAL,AL,80,248,15,54,6,0,1,19,0,1,27,28,11,2,1,4,14 +bahnsst01,1969,1,NYA,AL,40,60,1,5,1,0,0,1,0,0,2,33,0,0,9,0,1 +bailebo01,1969,1,MON,NL,111,358,46,95,16,6,9,53,3,3,40,76,3,1,1,5,12 +bakerdu01,1969,1,ATL,NL,3,7,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +bakerfr02,1969,1,CLE,AL,52,172,21,44,5,3,3,15,2,1,14,34,0,1,0,2,4 +baldsja01,1969,1,SDN,NL,61,4,0,1,0,0,0,0,0,0,1,3,0,0,0,0,0 +baldwda01,1969,1,WS2,AL,43,7,1,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +bandosa01,1969,1,OAK,AL,162,609,106,171,25,3,31,113,1,4,111,82,5,11,2,1,12 +baneydi01,1969,1,SE1,AL,9,2,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +bankser01,1969,1,CHN,NL,155,565,60,143,19,2,23,106,0,0,42,101,7,7,8,7,15 +barbest01,1969,1,SE1,AL,25,25,4,5,0,1,0,1,0,0,1,15,0,0,1,0,0 +barryri01,1969,1,PHI,NL,20,32,4,6,1,0,0,0,0,0,5,6,0,1,0,0,2 +bartobo01,1969,1,SFN,NL,49,106,5,18,2,0,0,1,0,0,9,19,1,1,2,0,4 +batemjo01,1969,1,MON,NL,74,235,16,49,4,0,8,19,0,2,12,44,6,1,1,0,7 +batesdi01,1969,1,SE1,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +beaucji01,1969,1,CIN,NL,43,60,8,15,1,0,1,8,0,0,5,13,2,0,0,0,0 +beckegl01,1969,1,CHN,NL,131,543,69,158,22,1,1,37,6,0,24,24,0,6,4,5,14 +beenefr01,1969,1,BAL,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +belanma01,1969,1,BAL,AL,150,530,76,152,17,4,2,50,14,6,53,54,5,2,4,5,13 +belinbo01,1969,1,PIT,NL,8,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +bellga01,1969,1,SE1,AL,13,14,1,3,2,0,0,2,0,0,2,3,0,0,5,0,0 +bellga01,1969,2,CHA,AL,23,5,0,0,0,0,0,0,0,0,1,2,0,0,0,0,1 +benchjo01,1969,1,CIN,NL,148,532,83,156,23,1,26,90,6,6,49,86,7,4,0,7,7 +berryke01,1969,1,CHA,AL,130,297,25,69,12,2,4,18,1,2,24,50,5,3,3,0,9 +bertafr01,1969,1,WS2,AL,14,11,2,4,1,0,1,3,0,0,0,2,0,0,1,0,2 +bertafr01,1969,2,BAL,AL,3,1,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0 +billidi01,1969,1,WS2,AL,27,37,3,5,0,0,0,0,0,1,6,8,0,0,0,0,3 +billija01,1969,1,HOU,NL,52,14,2,1,0,0,0,0,0,0,3,5,0,0,1,0,0 +bladtri01,1969,1,CHN,NL,10,13,1,2,0,0,0,1,0,0,0,5,0,0,0,0,0 +blairpa01,1969,1,BAL,AL,150,625,102,178,32,5,26,76,20,6,40,72,0,2,13,5,11 +blasiwa01,1969,1,HOU,NL,27,12,0,0,0,0,0,0,0,0,0,5,0,0,0,0,0 +blassst01,1969,1,PIT,NL,44,84,12,21,0,2,1,9,0,0,1,16,0,0,2,0,2 +blefacu01,1969,1,HOU,NL,155,542,66,137,26,7,12,67,8,7,77,79,10,4,4,5,8 +blombro01,1969,1,NYA,AL,4,6,0,3,0,0,0,0,0,0,1,0,0,0,0,0,0 +bluevi01,1969,1,OAK,AL,12,10,1,0,0,0,0,0,0,0,2,4,0,0,0,0,0 +bobbra01,1969,1,CHN,NL,3,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +boccajo01,1969,1,MON,NL,40,86,4,9,2,0,1,6,1,0,6,30,1,1,0,1,2 +boehmle01,1969,1,NYA,AL,45,108,5,19,4,0,0,7,0,1,8,10,2,0,0,0,3 +bolinbo01,1969,1,SFN,NL,30,39,6,6,2,0,1,5,0,0,8,18,0,0,2,0,0 +bondsbo01,1969,1,SFN,NL,158,622,120,161,25,6,32,90,45,4,81,187,3,10,3,4,9 +boozejo01,1969,1,PHI,NL,46,9,2,3,0,0,0,1,0,0,1,1,0,0,2,0,0 +borbope01,1969,1,CAL,AL,22,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +boschdo01,1969,1,MON,NL,49,112,13,20,5,0,1,4,1,0,8,20,0,0,1,0,1 +bosmadi01,1969,1,WS2,AL,32,64,3,6,1,0,0,4,0,0,7,26,0,0,5,0,0 +bosweda01,1969,1,MIN,AL,40,94,7,16,2,1,2,9,0,0,2,29,0,1,6,0,3 +bosweke01,1969,1,NYN,NL,102,362,48,101,14,7,3,32,7,3,36,47,3,2,4,1,13 +boutoji01,1969,1,SE1,AL,57,9,0,0,0,0,0,0,0,0,0,7,0,0,0,0,0 +boutoji01,1969,2,HOU,NL,16,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +bowensa01,1969,1,WS2,AL,33,57,6,11,1,0,0,4,1,1,5,14,0,0,1,0,1 +boydga01,1969,1,CLE,AL,8,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +boyercl02,1969,1,ATL,NL,144,496,57,124,16,1,14,57,3,7,55,87,6,4,4,3,16 +boyerke01,1969,1,LAN,NL,25,34,0,7,2,0,0,4,0,0,2,7,0,0,0,0,2 +brabege01,1969,1,SE1,AL,41,70,6,9,0,0,1,1,0,0,2,39,0,0,2,0,1 +bradfbu01,1969,1,CHA,AL,93,273,36,70,8,2,11,27,5,2,34,75,4,4,2,0,4 +bradlto01,1969,1,CAL,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brandbu01,1969,1,SE1,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brandbu01,1969,2,MIN,AL,3,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +brandro01,1969,1,MON,NL,103,287,19,74,12,0,0,20,2,3,30,19,4,1,4,3,11 +bravoan01,1969,1,CHA,AL,27,90,10,26,4,2,1,3,2,0,3,5,0,1,1,0,1 +breazji01,1969,1,ATL,NL,2,1,1,0,0,0,0,0,0,0,2,0,0,0,0,0,0 +breedda01,1969,1,CIN,NL,3,8,0,1,0,0,0,1,0,0,0,3,0,0,3,0,0 +brettke01,1969,1,BOS,AL,8,10,1,3,1,0,1,3,0,0,1,1,0,0,2,0,2 +breweji01,1969,1,LAN,NL,59,11,0,1,1,0,0,0,0,0,1,4,0,0,0,0,0 +briggjo02,1969,1,PHI,NL,124,361,51,86,20,3,12,46,9,6,64,78,3,0,0,2,2 +brilene01,1969,1,SLN,NL,36,76,1,8,0,0,1,5,0,0,4,26,0,0,5,0,2 +brinkch01,1969,1,CHA,AL,14,15,2,1,0,0,0,0,0,0,1,5,0,0,2,0,0 +brinked01,1969,1,WS2,AL,151,576,71,153,18,5,2,43,2,2,50,42,3,5,5,3,23 +brittji02,1969,1,ATL,NL,24,21,0,4,1,0,0,0,0,0,0,7,0,0,4,0,0 +brocklo01,1969,1,SLN,NL,157,655,97,195,33,10,12,47,53,14,50,115,15,2,2,1,2 +brookbo01,1969,1,OAK,AL,29,79,13,19,5,0,3,10,0,2,20,24,1,1,0,1,0 +brossfr01,1969,1,PIT,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brownby01,1969,1,SLN,NL,22,53,9,12,0,1,1,7,0,0,11,14,1,0,0,0,2 +brownga01,1969,1,DET,AL,60,93,13,19,1,2,1,6,0,0,5,17,0,1,0,1,2 +brownik01,1969,1,DET,AL,70,170,24,39,4,3,5,12,2,3,26,43,4,2,7,0,7 +brownla01,1969,1,CLE,AL,132,469,48,112,10,2,4,24,5,3,44,43,2,1,4,3,10 +brownol02,1969,1,SDN,NL,151,568,76,150,18,3,20,61,10,6,44,97,3,3,4,2,12 +brownos01,1969,1,ATL,NL,7,4,2,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +brownra02,1969,1,CAL,AL,13,25,3,4,1,0,0,0,0,0,6,1,0,0,0,0,0 +brunege01,1969,1,CAL,AL,23,27,1,1,1,0,0,0,0,0,3,13,0,0,2,0,1 +brunege01,1969,2,SE1,AL,12,20,2,3,0,0,1,1,0,0,1,11,0,0,0,0,0 +bryando01,1969,1,HOU,NL,31,59,2,11,1,0,1,6,0,0,4,13,1,1,1,0,1 +bryanro01,1969,1,SFN,NL,16,16,3,3,0,0,0,0,0,0,2,7,0,0,3,0,0 +bucknbi01,1969,1,LAN,NL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bufordo01,1969,1,BAL,AL,144,554,99,161,31,3,11,64,19,18,96,62,7,5,3,5,5 +bunkewa01,1969,1,KCA,AL,35,70,1,10,3,0,0,7,1,0,5,23,0,0,7,0,1 +bunniji01,1969,1,PIT,NL,25,47,3,2,0,0,0,1,0,0,3,12,0,0,7,0,2 +bunniji01,1969,2,LAN,NL,9,18,0,2,0,0,0,1,0,0,0,6,0,0,3,0,1 +burbabi01,1969,1,NYA,AL,31,40,4,4,1,0,0,0,0,0,3,22,0,0,6,0,0 +burchla01,1969,1,CLE,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +burdabo01,1969,1,SFN,NL,97,161,20,37,8,0,6,27,0,1,21,12,3,0,1,1,2 +burgmto01,1969,1,KCA,AL,47,18,7,3,0,0,0,0,0,0,0,4,0,0,0,0,0 +butlebi02,1969,1,KCA,AL,34,60,1,3,0,0,0,3,0,0,5,38,0,0,5,0,1 +callijo01,1969,1,PHI,NL,134,495,66,131,29,5,16,64,2,1,49,73,11,3,1,4,6 +camildo02,1969,1,WS2,AL,1,3,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +camillo01,1969,1,CLE,AL,13,14,0,0,0,0,0,0,0,0,0,3,0,0,1,0,1 +campabe01,1969,1,OAK,AL,135,547,71,142,15,2,2,25,62,8,30,62,2,4,10,1,5 +campaji01,1969,1,KCA,AL,30,83,4,13,5,0,0,5,0,0,5,19,1,0,0,1,4 +campbda01,1969,1,DET,AL,32,39,4,4,1,0,0,2,0,1,4,15,0,1,0,0,0 +campisa01,1969,1,SLN,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cannich01,1969,1,SDN,NL,134,418,23,92,14,3,4,33,0,1,42,81,8,0,7,2,16 +carbobe01,1969,1,CIN,NL,4,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +cardejo02,1969,1,CLE,AL,146,557,75,143,26,3,11,45,36,6,49,58,3,0,4,6,18 +cardele01,1969,1,MIN,AL,160,578,67,162,24,4,10,70,5,6,66,96,12,4,8,9,19 +cardwdo01,1969,1,NYN,NL,30,47,3,8,0,0,1,5,0,0,0,26,0,1,2,1,0 +carewro01,1969,1,MIN,AL,123,458,79,152,30,4,8,56,19,8,37,72,0,3,6,0,7 +carloci01,1969,1,CHA,AL,25,10,0,0,0,0,0,0,0,0,1,4,0,0,2,0,0 +carloci01,1969,2,WS2,AL,6,5,1,1,1,0,0,0,0,0,1,2,0,0,0,0,0 +carltst01,1969,1,SLN,NL,32,80,5,17,4,1,1,7,0,0,3,27,0,0,4,0,3 +carrocl02,1969,1,CIN,NL,71,29,6,6,0,0,1,1,0,0,4,9,0,0,5,0,1 +cartyri01,1969,1,ATL,NL,104,304,47,104,15,0,16,58,0,2,32,28,3,0,0,3,17 +casanpa01,1969,1,WS2,AL,124,379,26,82,9,2,4,37,0,0,18,52,7,3,2,6,12 +cashda01,1969,1,PIT,NL,18,61,8,17,3,1,0,4,2,0,9,9,0,0,4,0,2 +cashno01,1969,1,DET,AL,142,483,81,135,15,4,22,74,2,1,63,80,5,6,1,3,9 +caterda01,1969,1,OAK,AL,152,584,64,153,24,2,10,76,1,4,28,40,3,2,1,5,25 +cepedor01,1969,1,ATL,NL,154,573,74,147,28,2,22,88,12,5,55,76,10,5,0,3,12 +champbi01,1969,1,PHI,NL,23,35,4,6,1,0,0,2,0,0,1,12,0,0,3,0,0 +chancbo01,1969,1,CAL,AL,5,7,0,1,0,0,0,1,0,0,0,4,0,0,0,0,0 +chancde01,1969,1,MIN,AL,20,24,1,1,0,0,0,1,0,0,2,19,0,1,5,0,0 +chaneda01,1969,1,CIN,NL,93,209,21,40,5,2,0,15,1,0,24,75,4,1,3,0,1 +charled01,1969,1,NYN,NL,61,169,21,35,8,1,3,18,4,2,18,31,3,1,0,1,6 +chrisbo01,1969,1,CHA,AL,39,129,11,28,4,0,3,16,3,0,10,19,1,1,0,3,3 +ciscoga01,1969,1,KCA,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clarkho01,1969,1,NYA,AL,156,641,82,183,26,7,4,48,33,13,53,41,1,0,3,2,8 +clarkri01,1969,1,CAL,AL,6,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1 +clarkro02,1969,1,MIN,AL,5,8,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1 +clarkro02,1969,2,SE1,AL,57,163,9,32,5,0,0,12,1,0,13,29,2,1,2,1,1 +clemero01,1969,1,PIT,NL,138,507,87,175,20,12,19,91,4,1,56,73,16,3,0,4,19 +clenddo01,1969,1,MON,NL,38,129,14,31,6,1,4,14,0,2,6,32,1,0,0,1,6 +clenddo01,1969,2,NYN,NL,72,202,31,51,5,0,12,37,3,2,19,62,4,2,2,1,3 +clevere01,1969,1,SLN,NL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +clinety01,1969,1,MON,NL,101,209,26,50,5,3,2,12,4,3,32,22,1,2,1,0,3 +clonito01,1969,1,CIN,NL,36,72,10,12,1,0,1,5,1,0,3,26,0,0,3,0,1 +colbena01,1969,1,SDN,NL,139,483,64,123,20,9,24,66,6,4,45,123,7,3,1,0,13 +colboji01,1969,1,CHN,NL,6,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +colemjo05,1969,1,WS2,AL,40,84,2,9,1,0,0,4,0,0,4,40,0,0,4,0,1 +collike01,1969,1,NYN,NL,16,40,1,6,3,0,1,2,0,0,3,10,1,0,0,0,0 +collike01,1969,2,MON,NL,52,96,5,23,5,1,2,12,0,0,8,16,0,0,0,2,2 +comerwa01,1969,1,SE1,AL,147,481,88,118,18,1,15,54,18,7,82,79,2,1,5,3,10 +conigbi01,1969,1,BOS,AL,32,80,14,23,6,2,4,7,1,1,9,23,0,1,0,0,1 +conigto01,1969,1,BOS,AL,141,506,57,129,21,3,20,82,2,4,48,111,6,4,3,5,11 +coombda01,1969,1,HOU,NL,8,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +corkimi01,1969,1,SDN,NL,6,3,1,0,0,0,0,0,0,0,2,2,0,0,0,0,0 +corrapa01,1969,1,CIN,NL,29,72,10,19,5,0,1,5,0,1,8,17,0,1,0,0,2 +cottich01,1969,1,CAL,AL,2,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +coultch01,1969,1,SLN,NL,6,19,3,6,1,1,0,4,0,1,2,6,0,0,0,0,0 +cowanbi01,1969,1,NYA,AL,32,48,5,8,0,0,1,3,0,0,3,9,0,0,0,0,3 +cowanbi01,1969,2,CAL,AL,28,56,10,17,1,0,4,10,0,0,3,9,1,1,0,0,1 +coxbo01,1969,1,NYA,AL,85,191,17,41,7,1,2,17,0,1,34,41,7,1,0,3,8 +coxca01,1969,1,WS2,AL,52,47,1,5,0,0,0,3,0,0,2,34,0,0,6,0,0 +cramje01,1969,1,KCA,AL,5,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +crawfwi01,1969,1,LAN,NL,129,389,64,96,17,5,11,41,4,5,49,85,3,0,2,0,5 +crideje01,1969,1,MIN,AL,21,9,3,4,2,0,0,0,0,0,0,2,0,0,0,0,0 +crowlte01,1969,1,BAL,AL,7,18,2,6,0,0,0,3,0,0,1,4,0,0,0,1,0 +cuellmi01,1969,1,BAL,AL,39,103,6,12,1,2,0,5,0,0,0,43,0,0,8,2,0 +culleti01,1969,1,WS2,AL,119,249,22,52,7,0,1,15,1,1,14,27,1,2,8,4,13 +culpra01,1969,1,BOS,AL,32,79,9,12,4,0,1,5,0,1,4,33,0,0,6,0,3 +culvege01,1969,1,CIN,NL,32,31,0,3,0,0,0,0,0,0,0,12,0,0,2,0,0 +cumbejo01,1969,1,NYA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dalcabr01,1969,1,PIT,NL,57,10,2,3,0,1,0,2,0,0,2,3,0,0,0,0,0 +dalrycl01,1969,1,BAL,AL,37,80,8,19,1,1,3,6,0,0,13,8,1,0,0,1,6 +darwibo01,1969,1,LAN,NL,6,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +davalvi01,1969,1,CAL,AL,33,71,10,11,1,1,0,1,3,0,6,5,1,1,0,0,0 +davalvi01,1969,2,SLN,NL,63,98,15,26,3,0,2,10,1,1,7,8,0,0,0,0,3 +davanje01,1969,1,SDN,NL,24,59,4,8,1,0,0,3,0,3,3,12,0,0,0,0,2 +davanje01,1969,2,SLN,NL,16,40,7,12,3,0,1,7,0,0,6,8,1,0,0,0,2 +davenji01,1969,1,SFN,NL,112,303,20,73,10,1,2,42,0,1,29,37,1,0,4,3,12 +davisbi01,1969,1,SDN,NL,31,57,1,10,1,0,0,1,0,0,8,18,0,1,0,0,2 +davismi01,1969,1,SFN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +davisro01,1969,1,PIT,NL,62,64,10,15,1,1,0,4,0,0,7,14,0,0,2,0,0 +davisto02,1969,1,SE1,AL,123,454,52,123,29,1,6,80,19,4,30,46,5,4,1,5,17 +davisto02,1969,2,HOU,NL,24,79,2,19,3,0,1,9,1,1,8,9,0,1,0,0,2 +daviswi02,1969,1,LAN,NL,129,498,66,155,23,8,11,59,24,10,33,39,5,4,0,5,11 +daybo01,1969,1,SLN,NL,11,6,1,0,0,0,0,0,0,0,1,1,0,0,0,0,1 +deanto01,1969,1,SDN,NL,101,273,14,48,9,2,2,9,0,3,27,54,4,1,5,2,4 +deckejo01,1969,1,CHN,NL,4,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +delahmi01,1969,1,CIN,NL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +dempsri01,1969,1,MIN,AL,5,6,1,3,1,0,0,0,0,0,1,0,0,0,0,0,0 +didiebo01,1969,1,ATL,NL,114,352,30,90,16,1,0,32,1,3,34,39,5,0,11,0,5 +dierkla01,1969,1,HOU,NL,39,118,7,17,2,0,1,7,0,0,2,38,0,0,7,0,3 +dietzdi01,1969,1,SFN,NL,79,244,28,56,8,1,11,35,0,0,53,53,3,3,2,1,11 +dilauja01,1969,1,NYN,NL,23,12,0,0,0,0,0,0,0,0,0,9,0,0,0,0,0 +distaal01,1969,1,CHN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dobsoch01,1969,1,OAK,AL,35,79,6,8,1,0,0,9,0,0,2,12,0,0,9,2,1 +dobsopa01,1969,1,DET,AL,49,22,0,2,1,0,0,0,0,0,0,6,0,0,2,0,0 +donaljo01,1969,1,OAK,AL,12,13,1,1,0,0,0,0,0,0,2,4,1,0,0,0,0 +donaljo01,1969,2,SE1,AL,95,338,22,79,8,3,1,19,6,1,36,36,5,0,3,1,5 +downial01,1969,1,NYA,AL,30,44,2,6,1,0,0,5,0,0,2,17,0,0,2,0,0 +doylepa01,1969,1,ATL,NL,36,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +drabomo01,1969,1,KCA,AL,52,17,2,4,1,0,0,0,0,0,0,6,0,0,2,0,0 +dragodi01,1969,1,KCA,AL,41,52,2,3,1,0,0,2,0,0,3,25,0,0,9,0,0 +drysddo01,1969,1,LAN,NL,12,22,1,3,1,0,0,3,0,0,2,11,0,0,1,0,1 +dukesja01,1969,1,WS2,AL,8,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +dukesto01,1969,1,SDN,NL,13,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +duncada01,1969,1,OAK,AL,58,127,11,16,3,0,3,22,0,0,19,41,4,0,2,2,2 +dyerdu01,1969,1,NYN,NL,29,74,5,19,3,1,3,12,0,0,4,22,0,0,1,0,3 +edgerbi01,1969,1,SE1,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +edmonpa01,1969,1,CHA,AL,14,29,3,5,0,0,0,1,0,0,0,8,0,0,1,0,1 +edwarjo01,1969,1,HOU,NL,151,496,52,115,20,6,6,50,2,1,53,69,12,2,4,4,17 +eganto01,1969,1,CAL,AL,46,120,7,17,1,0,5,16,0,1,17,41,2,1,0,3,2 +ellisdo01,1969,1,PIT,NL,37,68,2,6,0,0,0,1,0,0,2,40,0,0,7,0,0 +ellisji01,1969,1,SLN,NL,2,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0 +ellisjo01,1969,1,NYA,AL,22,62,2,18,4,0,1,8,0,2,1,11,0,1,0,1,0 +ellissa01,1969,1,CHA,AL,10,6,0,1,0,0,0,0,0,0,1,3,0,0,1,0,0 +ellswdi01,1969,1,BOS,AL,2,3,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +ellswdi01,1969,2,CLE,AL,34,45,0,6,0,0,0,3,0,0,2,19,0,0,1,0,0 +epstemi01,1969,1,WS2,AL,131,403,73,112,18,1,30,85,2,5,85,99,10,10,0,2,8 +etchean01,1969,1,BAL,AL,73,217,29,54,9,2,3,26,1,2,28,42,8,7,1,2,11 +etherbo01,1969,1,SFN,NL,56,131,13,34,9,0,1,10,0,0,19,26,0,1,1,0,9 +evansda01,1969,1,ATL,NL,12,26,3,6,0,0,0,1,0,0,1,8,0,0,0,1,0 +everile01,1969,1,SDN,NL,6,3,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +facero01,1969,1,MON,NL,44,2,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0 +faireji01,1969,1,MON,NL,20,49,6,14,1,0,1,6,0,2,1,7,0,0,1,0,2 +fairlro01,1969,1,LAN,NL,30,64,3,14,3,2,0,8,0,0,9,6,1,0,1,0,1 +fairlro01,1969,2,MON,NL,70,253,35,73,13,4,12,39,1,0,28,22,2,0,1,1,6 +farretu01,1969,1,PHI,NL,46,3,0,0,0,0,0,0,0,0,1,2,0,0,1,0,0 +fernafr01,1969,1,NYA,AL,89,229,34,51,6,1,12,29,1,3,65,68,3,3,0,1,4 +ferraal01,1969,1,SDN,NL,138,366,39,95,22,1,14,56,0,0,45,69,5,7,0,3,7 +ferrami01,1969,1,SE1,AL,5,4,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +fingero01,1969,1,OAK,AL,60,25,2,5,0,0,0,0,0,0,0,4,0,0,3,0,0 +fioremi01,1969,1,KCA,AL,107,339,53,93,14,1,12,35,4,4,84,63,4,2,1,1,9 +fisheed02,1969,1,CAL,AL,52,13,0,0,0,0,0,0,0,0,0,8,0,0,2,0,0 +fisheja01,1969,1,CIN,NL,34,33,0,4,0,0,0,2,0,0,0,12,0,0,3,0,1 +fiskca01,1969,1,BOS,AL,2,5,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +fitzmal01,1969,1,KCA,AL,7,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +floodcu01,1969,1,SLN,NL,153,606,80,173,31,3,4,57,9,7,48,57,1,7,9,2,13 +floydbo01,1969,1,BAL,AL,39,84,7,17,4,0,0,1,0,0,6,17,1,0,3,1,4 +fossera01,1969,1,CLE,AL,37,116,11,20,3,0,2,9,1,0,8,29,1,1,0,1,3 +fosteal01,1969,1,LAN,NL,24,27,1,2,0,0,0,1,0,0,3,16,0,0,3,0,0 +fostege01,1969,1,SFN,NL,9,5,1,2,0,0,0,1,0,0,0,1,0,0,0,0,0 +foyjo01,1969,1,KCA,AL,145,519,72,136,19,2,11,71,37,15,74,75,4,5,2,9,12 +francti01,1969,1,ATL,NL,51,88,5,26,1,0,2,22,0,1,13,10,2,0,0,4,1 +francti01,1969,2,OAK,AL,32,85,12,29,6,1,3,20,0,0,12,11,2,0,1,1,0 +freehbi01,1969,1,DET,AL,143,489,61,128,16,3,16,49,1,2,53,55,6,8,2,3,12 +fregoji01,1969,1,CAL,AL,161,580,78,151,22,6,12,47,9,2,93,86,7,1,7,4,10 +frencji01,1969,1,WS2,AL,63,158,14,29,6,3,2,13,1,0,41,15,6,0,1,2,0 +friseda01,1969,1,NYN,NL,3,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +frymawo01,1969,1,PHI,NL,36,76,3,9,0,0,1,3,1,0,1,26,0,0,8,0,0 +fuentmi01,1969,1,SE1,AL,8,6,1,2,0,0,0,0,0,0,0,1,0,0,2,0,0 +fuentti01,1969,1,SFN,NL,67,183,28,54,4,3,1,14,2,4,15,25,1,1,3,1,0 +fulleve01,1969,1,CLE,AL,108,254,25,60,11,1,4,22,2,1,20,53,2,2,2,2,9 +gabrile02,1969,1,LAN,NL,83,178,13,48,5,1,1,18,1,2,12,25,1,0,2,2,4 +gagliph01,1969,1,SLN,NL,62,128,7,29,2,0,1,10,0,0,14,12,0,0,1,0,6 +gamblos01,1969,1,CHN,NL,24,71,6,16,1,1,1,5,0,2,10,12,1,0,0,0,1 +garbege01,1969,1,PIT,NL,2,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +garibbo01,1969,1,SFN,NL,1,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +garmami01,1969,1,BOS,AL,2,5,0,2,0,0,0,1,0,0,0,2,0,0,0,0,0 +garrewa01,1969,1,NYN,NL,124,400,38,87,11,3,1,39,4,2,40,75,3,3,6,5,5 +garrigi01,1969,1,ATL,NL,82,227,18,50,5,1,0,10,0,0,16,11,3,0,8,0,10 +garrra01,1969,1,ATL,NL,22,27,6,6,1,0,0,2,1,1,2,4,1,0,0,0,0 +garvest01,1969,1,LAN,NL,3,3,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +gasparo01,1969,1,NYN,NL,118,215,26,49,6,1,1,14,7,3,25,19,2,2,7,1,1 +gastoci01,1969,1,SDN,NL,129,391,20,90,11,7,2,28,4,4,24,117,0,1,1,2,10 +geigega01,1969,1,HOU,NL,93,125,19,28,4,1,0,16,2,1,24,34,2,1,5,1,1 +geishve01,1969,1,CAL,AL,11,9,1,0,0,0,0,0,0,0,1,3,0,0,0,0,0 +gelnajo01,1969,1,SE1,AL,40,19,0,1,0,0,0,0,0,0,0,8,0,0,3,0,0 +gentrga01,1969,1,NYN,NL,35,74,2,6,1,0,0,1,0,0,1,52,0,1,7,1,0 +geronce01,1969,1,HOU,NL,28,8,8,2,1,0,0,0,0,0,0,3,0,0,0,0,0 +gibbojo01,1969,1,SFN,NL,16,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +gibbojo01,1969,2,PIT,NL,35,5,0,0,0,0,0,0,0,0,0,5,0,0,2,0,0 +gibbsja01,1969,1,NYA,AL,71,219,18,49,9,2,0,18,3,4,23,30,9,0,0,3,3 +gibsobo01,1969,1,SLN,NL,37,118,11,29,6,0,1,8,5,2,3,36,0,0,5,1,1 +gibsoru01,1969,1,BOS,AL,85,287,21,72,9,1,3,27,1,1,15,25,1,1,2,2,11 +gilgu01,1969,1,SE1,AL,92,221,20,49,7,0,0,17,2,0,16,28,0,0,2,2,5 +giustda01,1969,1,SLN,NL,22,25,1,5,1,0,0,1,0,0,3,6,0,0,1,0,0 +gladdfr01,1969,1,HOU,NL,57,10,1,1,0,0,0,1,0,0,0,8,0,0,0,0,0 +gonzato01,1969,1,SDN,NL,53,182,17,41,4,0,2,8,1,0,19,24,2,3,0,0,6 +gonzato01,1969,2,ATL,NL,89,320,51,94,15,2,10,50,3,1,27,22,1,5,1,4,7 +goossgr01,1969,1,SE1,AL,52,139,19,43,8,1,10,24,1,1,14,29,0,3,1,0,5 +gosgeji01,1969,1,SE1,AL,39,55,4,6,2,1,1,1,2,1,6,11,0,0,2,0,1 +gosgeji01,1969,2,NYN,NL,10,15,0,2,2,0,0,1,0,0,1,6,1,0,0,0,0 +gotayju01,1969,1,HOU,NL,46,81,7,21,5,0,0,9,2,1,7,13,1,0,0,0,4 +grababi01,1969,1,LAN,NL,34,65,4,6,1,1,0,5,1,0,4,19,1,0,1,0,3 +grangwa01,1969,1,CIN,NL,90,21,0,2,0,0,0,0,0,0,3,12,0,0,3,0,0 +grantmu01,1969,1,MON,NL,11,16,1,2,0,0,0,1,0,0,0,7,0,0,0,0,0 +grantmu01,1969,2,SLN,NL,31,17,1,5,0,0,0,3,0,0,1,7,0,1,2,0,0 +greendi01,1969,1,OAK,AL,136,483,61,133,25,6,12,64,2,3,53,94,3,8,3,6,15 +griffto02,1969,1,HOU,NL,31,62,6,9,1,0,2,8,0,0,5,35,0,0,4,2,1 +groteje01,1969,1,NYN,NL,113,365,38,92,12,3,6,40,2,1,32,59,5,1,6,2,10 +grzenjo01,1969,1,MIN,AL,38,5,1,0,0,0,0,0,0,0,2,3,0,0,0,0,0 +guinnsk01,1969,1,HOU,NL,28,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gutiece01,1969,1,SFN,NL,15,23,4,5,1,0,0,0,1,0,6,2,1,0,0,0,0 +gutiece01,1969,2,DET,AL,17,49,5,12,1,0,0,0,1,2,5,3,0,0,4,0,2 +guzmasa01,1969,1,SLN,NL,1,3,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +haguejo01,1969,1,SLN,NL,40,100,8,17,2,1,2,8,0,2,12,23,1,0,0,0,2 +hahndo01,1969,1,MON,NL,4,9,0,1,0,0,0,2,0,0,0,5,0,0,0,0,0 +hairsjo01,1969,1,CHN,NL,3,4,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +halldi01,1969,1,BAL,AL,39,7,1,2,0,0,0,2,1,0,1,1,0,0,2,0,0 +halleto01,1969,1,LAN,NL,134,445,46,117,18,3,6,39,0,3,48,58,13,2,8,1,4 +hallji02,1969,1,CLE,AL,4,10,1,0,0,0,0,0,1,0,2,3,1,0,0,0,1 +hallji02,1969,2,NYA,AL,80,212,21,50,8,5,3,26,8,3,19,34,1,0,0,2,1 +hallji02,1969,3,CHN,NL,11,24,1,5,1,0,0,1,0,0,1,5,0,0,0,0,0 +hallto01,1969,1,MIN,AL,32,43,5,8,1,0,0,0,0,0,4,14,0,0,3,0,0 +hamilja01,1969,1,CLE,AL,20,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +hamilja01,1969,2,CHA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hamilst01,1969,1,NYA,AL,38,5,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +handsbi01,1969,1,CHN,NL,41,98,5,9,0,0,0,3,0,0,4,45,0,1,11,0,0 +haneyla01,1969,1,SE1,AL,22,59,3,15,3,0,2,7,1,1,6,12,0,0,2,0,2 +haneyla01,1969,2,OAK,AL,53,86,8,13,4,0,2,12,0,0,7,19,1,1,0,1,6 +hannaji01,1969,1,WS2,AL,35,52,2,6,0,0,0,0,0,0,1,29,0,0,3,0,0 +hansero02,1969,1,CHA,AL,85,185,15,48,6,1,2,22,2,0,18,25,0,1,2,1,8 +hardiji01,1969,1,BAL,AL,30,45,5,7,0,0,2,6,0,0,2,15,0,0,4,0,0 +hargast01,1969,1,CLE,AL,34,44,3,7,0,0,0,0,0,1,1,12,0,0,1,0,1 +harmote01,1969,1,PHI,NL,87,201,25,48,8,1,0,16,1,2,22,31,1,3,1,0,3 +harpeto01,1969,1,SE1,AL,148,537,78,126,10,2,9,41,73,18,95,90,2,1,4,3,8 +harrato01,1969,1,WS2,AL,8,1,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +harrebu01,1969,1,NYN,NL,123,395,42,98,11,6,0,24,1,3,54,54,7,2,5,1,5 +harrejo01,1969,1,SFN,NL,2,6,0,3,0,0,0,2,0,0,2,1,0,0,0,0,0 +harreke01,1969,1,BOS,AL,10,46,6,10,1,0,3,8,0,1,4,6,0,0,0,1,1 +harreke01,1969,2,CLE,AL,149,519,83,115,13,4,27,84,17,8,95,96,6,2,0,5,18 +harribi04,1969,1,KCA,AL,5,7,1,2,1,0,0,0,0,0,0,1,0,0,0,0,0 +harrich02,1969,1,KCA,AL,75,213,18,47,5,1,3,18,1,2,16,20,2,1,0,2,3 +hartech01,1969,1,PIT,NL,56,14,0,1,0,0,0,0,0,0,1,8,0,0,1,0,0 +hartji01,1969,1,SFN,NL,95,236,27,60,9,0,3,26,0,0,28,49,1,5,0,2,8 +healyfr02,1969,1,KCA,AL,6,10,0,4,1,0,0,0,0,0,0,5,0,0,0,0,0 +heathbi01,1969,1,CHN,NL,27,32,1,5,0,1,0,1,0,0,12,4,2,0,0,1,1 +hebneri01,1969,1,PIT,NL,129,459,72,138,23,4,8,47,4,1,53,53,10,8,9,3,7 +hedlumi01,1969,1,KCA,AL,34,33,2,5,0,0,0,1,1,0,1,15,0,0,1,0,0 +heganmi01,1969,1,SE1,AL,95,267,54,78,9,6,8,37,6,5,62,61,1,1,3,0,1 +heideja01,1969,1,CLE,AL,3,3,0,0,0,0,0,0,0,0,0,2,0,1,0,0,0 +heisebo01,1969,1,NYN,NL,4,10,1,3,1,0,0,0,0,0,3,2,1,0,0,0,1 +heldwo01,1969,1,CHA,AL,56,63,9,9,2,0,3,6,0,0,13,19,3,1,2,0,1 +helmsto01,1969,1,CIN,NL,126,480,38,129,18,1,1,40,4,6,18,33,5,1,8,1,20 +hendeke01,1969,1,SFN,NL,113,374,42,84,14,4,6,44,6,4,42,64,2,5,4,4,9 +hendrel01,1969,1,BAL,AL,105,295,36,72,5,0,12,38,0,1,39,44,5,2,0,3,3 +henniph01,1969,1,CLE,AL,9,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +henrybi01,1969,1,HOU,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +herbero01,1969,1,SFN,NL,39,17,2,0,0,0,0,0,0,0,1,7,0,0,1,0,0 +hermore01,1969,1,MON,NL,28,74,6,12,0,0,0,3,3,1,5,10,0,1,1,0,3 +hernaja01,1969,1,KCA,AL,145,504,54,112,14,2,4,40,17,7,38,111,1,2,3,2,3 +herrejo01,1969,1,MON,NL,47,126,7,36,5,0,2,12,1,2,3,14,0,0,1,0,3 +herrmed01,1969,1,CHA,AL,102,290,31,67,8,0,8,31,0,2,30,35,0,8,0,1,7 +hershmi01,1969,1,OAK,AL,51,129,11,26,2,0,1,10,1,2,10,15,0,0,3,0,2 +hiattja01,1969,1,SFN,NL,69,194,18,38,4,0,7,34,0,0,48,58,5,0,1,2,6 +hickmji02,1969,1,CHN,NL,134,338,38,80,11,2,21,54,2,1,47,74,3,0,0,4,8 +hicksji01,1969,1,SLN,NL,19,44,5,8,0,2,1,3,0,0,4,14,0,0,0,0,0 +hicksji01,1969,2,CAL,AL,37,48,6,4,0,0,3,8,0,1,13,18,1,0,0,1,0 +higgide01,1969,1,WS2,AL,55,11,1,1,0,0,0,1,0,0,0,5,0,0,1,0,1 +hilgeto01,1969,1,SLN,NL,6,1,0,1,1,0,0,1,0,0,0,0,0,0,0,0,0 +hillejo01,1969,1,DET,AL,41,21,1,6,1,0,0,0,0,0,1,3,0,0,2,0,0 +hillga01,1969,1,ATL,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hillhe02,1969,1,MIN,AL,16,2,4,0,0,0,0,0,1,2,0,1,0,0,0,0,0 +hintoch01,1969,1,CLE,AL,94,121,18,31,3,2,3,19,2,0,8,22,2,1,0,2,2 +hislela01,1969,1,PHI,NL,145,482,75,128,23,5,20,56,18,8,48,152,8,5,2,0,7 +hoernjo01,1969,1,SLN,NL,45,5,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +holmaga01,1969,1,WS2,AL,41,31,1,5,1,0,0,2,0,0,4,7,0,0,0,0,0 +holtji01,1969,1,MIN,AL,12,14,3,5,0,0,1,2,0,0,0,4,0,0,0,0,0 +holtzke01,1969,1,CHN,NL,39,100,5,15,1,1,1,7,0,0,2,32,0,0,5,0,1 +hopkiga01,1969,1,CHA,AL,124,373,52,99,13,3,8,46,2,1,50,28,1,1,0,3,10 +horlejo01,1969,1,CHA,AL,36,77,4,14,1,0,0,5,0,0,0,22,0,0,7,0,1 +hortoto01,1969,1,CLE,AL,159,625,77,174,25,4,27,93,3,3,37,91,3,2,2,3,21 +hortowi01,1969,1,DET,AL,141,508,66,133,17,1,28,91,3,3,52,93,10,3,1,4,8 +hovlest01,1969,1,SE1,AL,91,329,41,91,14,3,3,20,10,4,30,34,3,1,3,1,2 +howarfr01,1969,1,WS2,AL,161,592,111,175,17,2,48,111,1,0,102,96,19,5,0,3,29 +hriniwa01,1969,1,ATL,NL,7,7,0,1,0,0,0,0,0,0,2,1,0,0,0,0,1 +hriniwa01,1969,2,SDN,NL,31,66,4,15,0,0,0,1,0,0,8,11,1,2,0,0,2 +hudsoje01,1969,1,NYN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +humphbo01,1969,1,WS2,AL,47,13,0,1,0,0,0,0,0,0,1,5,0,0,0,0,0 +hundlra01,1969,1,CHN,NL,151,522,67,133,15,1,18,64,2,3,61,90,7,3,6,3,11 +hunteca01,1969,1,OAK,AL,42,85,5,19,2,0,1,9,0,0,1,24,0,0,1,2,5 +huntro01,1969,1,SFN,NL,128,478,72,125,23,3,3,41,9,2,51,47,0,25,12,3,8 +huntzst01,1969,1,SLN,NL,71,139,13,27,4,0,3,13,0,0,27,34,7,0,0,0,5 +huttoto01,1969,1,LAN,NL,16,48,2,13,0,0,0,4,0,0,5,7,0,0,3,0,1 +jacksal01,1969,1,NYN,NL,9,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jacksal01,1969,2,CIN,NL,33,4,0,1,0,0,0,1,0,0,0,2,0,0,0,0,0 +jacksgr01,1969,1,PHI,NL,40,86,4,12,1,0,1,5,0,0,2,30,0,0,6,0,0 +jacksre01,1969,1,OAK,AL,152,549,123,151,36,3,47,118,13,5,114,142,20,12,1,1,8 +jacksso01,1969,1,ATL,NL,98,318,41,76,3,5,1,27,12,7,35,33,2,2,6,2,3 +jamesje01,1969,1,PHI,NL,6,11,0,2,0,0,0,1,0,0,0,5,0,0,0,0,2 +jarvipa01,1969,1,ATL,NL,37,71,3,8,0,0,0,4,0,0,2,28,0,0,5,1,1 +jarvira01,1969,1,BOS,AL,29,29,0,2,0,0,0,2,0,0,1,19,0,0,3,1,0 +jastela01,1969,1,MON,NL,24,19,2,8,1,0,0,2,0,0,1,1,0,0,0,0,0 +javieju01,1969,1,SLN,NL,143,493,59,139,28,2,10,42,8,4,40,74,11,1,4,2,8 +jenkife01,1969,1,CHN,NL,43,108,6,15,2,1,1,9,0,0,6,42,0,0,4,1,3 +jenkija01,1969,1,LAN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jestaga01,1969,1,MON,NL,6,6,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0 +jeterjo01,1969,1,PIT,NL,28,29,7,9,1,1,1,6,1,1,3,15,1,0,0,0,0 +jimenma01,1969,1,CHN,NL,6,6,0,1,0,0,0,0,0,0,0,2,0,0,0,0,1 +johnsal01,1969,1,CIN,NL,139,523,86,165,18,4,17,88,11,8,25,69,1,9,4,11,14 +johnsba01,1969,1,CHA,AL,4,6,1,1,0,0,0,1,1,0,2,1,0,0,0,0,0 +johnsbo02,1969,1,SLN,NL,19,29,1,6,0,0,1,2,0,0,2,4,0,0,1,0,2 +johnsbo02,1969,2,OAK,AL,51,67,5,23,1,0,1,9,0,0,3,4,1,1,0,1,0 +johnsbo03,1969,1,NYN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnsda02,1969,1,BAL,AL,142,511,52,143,34,1,7,57,3,4,57,52,2,3,2,7,16 +johnsde01,1969,1,PHI,NL,138,475,51,121,19,4,17,80,4,2,60,111,4,0,1,9,15 +johnsfr03,1969,1,SFN,NL,7,10,2,1,0,0,0,0,0,0,0,1,0,0,0,0,1 +johnsja01,1969,1,CAL,AL,148,540,64,146,20,5,10,59,3,9,38,75,5,5,8,6,7 +johnsje01,1969,1,PHI,NL,33,43,1,9,1,0,0,2,0,0,2,15,0,0,3,0,0 +johnske02,1969,1,ATL,NL,9,6,1,0,0,0,0,0,0,0,1,3,0,0,0,0,0 +johnske02,1969,2,NYA,AL,12,3,0,0,0,0,0,1,0,0,1,2,0,0,0,0,0 +johnske02,1969,3,CHN,NL,9,4,0,0,0,0,0,0,0,0,0,4,0,0,1,0,0 +johnslo01,1969,1,CAL,AL,67,133,10,27,8,0,0,9,5,1,10,19,1,3,1,1,2 +johnto01,1969,1,CHA,AL,33,79,6,9,2,0,0,1,0,0,7,27,0,0,1,1,1 +jonescl01,1969,1,NYN,NL,137,483,92,164,25,4,12,75,16,8,64,60,10,7,1,3,11 +jonesda03,1969,1,BOS,AL,111,336,50,74,18,3,3,33,1,1,39,36,3,2,2,2,7 +jonesma01,1969,1,MON,NL,135,455,73,123,23,5,22,79,6,7,67,110,8,15,1,4,11 +jonesst01,1969,1,KCA,AL,20,8,1,1,0,0,0,0,0,0,2,1,0,0,0,0,0 +josepdu01,1969,1,CHA,AL,52,162,19,39,6,2,1,20,0,0,13,17,0,1,0,3,3 +josepri01,1969,1,PHI,NL,99,264,35,72,15,0,6,37,2,1,22,57,2,1,3,2,6 +joshuvo01,1969,1,LAN,NL,14,8,2,2,0,0,0,0,1,0,0,2,0,0,0,0,0 +kaatji01,1969,1,MIN,AL,43,87,8,18,8,0,2,10,0,0,4,20,0,1,2,1,0 +kalinal01,1969,1,DET,AL,131,456,74,124,17,0,21,69,1,2,54,61,4,1,0,7,11 +kealest01,1969,1,CAL,AL,15,9,0,0,0,0,0,0,0,0,0,6,0,0,0,0,0 +kekicmi01,1969,1,NYA,AL,28,27,0,3,1,0,0,1,0,0,0,10,0,0,3,0,0 +kelledi01,1969,1,SDN,NL,27,47,0,5,1,0,0,2,0,0,0,24,0,0,1,0,1 +kellypa01,1969,1,KCA,AL,112,417,61,110,20,4,8,32,40,13,49,70,3,5,2,0,5 +kellyva01,1969,1,SDN,NL,73,209,16,51,7,1,3,15,0,1,12,24,2,0,1,0,2 +kendafr01,1969,1,SDN,NL,10,26,2,4,0,0,0,0,0,0,2,5,0,0,0,0,2 +kenneje01,1969,1,NYA,AL,130,447,49,115,14,2,2,34,25,14,48,36,2,1,9,4,11 +kennejo03,1969,1,SE1,AL,61,128,18,30,3,1,4,14,4,0,14,25,1,1,2,0,3 +keougjo01,1969,1,KCA,AL,70,166,17,31,2,0,0,7,5,2,13,13,0,2,2,0,1 +kessido01,1969,1,CHN,NL,158,664,109,181,38,6,4,53,11,8,61,70,4,1,6,5,5 +kesteri01,1969,1,ATL,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kilkemi01,1969,1,DET,AL,39,37,1,2,0,0,0,4,0,0,2,21,0,0,3,0,0 +killeha01,1969,1,MIN,AL,162,555,106,153,20,2,49,140,8,2,145,84,20,5,0,4,16 +kirbycl01,1969,1,SDN,NL,35,66,3,4,1,0,0,0,0,0,7,37,0,1,2,0,0 +kirkped01,1969,1,KCA,AL,120,315,40,81,11,4,14,49,3,5,43,42,4,3,1,4,2 +klimclo01,1969,1,CLE,AL,90,258,26,74,13,2,6,26,0,0,18,14,3,0,1,2,4 +klimkro01,1969,1,NYA,AL,3,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +klinero01,1969,1,PIT,NL,20,5,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +klinero01,1969,2,SFN,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +klinero01,1969,3,BOS,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +knoopbo01,1969,1,CAL,AL,27,71,5,14,1,0,1,6,1,3,13,16,1,0,0,1,2 +knoopbo01,1969,2,CHA,AL,104,345,34,79,14,1,6,41,2,0,35,68,3,2,3,3,11 +knowlda01,1969,1,WS2,AL,53,13,1,1,0,0,0,2,0,0,3,8,0,0,0,0,0 +kolbga01,1969,1,PIT,NL,29,37,4,3,1,0,0,3,0,0,2,14,0,0,0,0,0 +kooncca01,1969,1,NYN,NL,40,17,1,4,0,0,0,1,0,0,0,7,0,0,0,0,0 +koosmje01,1969,1,NYN,NL,32,84,1,4,0,0,0,1,0,0,1,46,0,0,4,0,2 +koscoan01,1969,1,LAN,NL,120,424,51,105,13,2,19,74,0,1,21,66,2,1,3,4,15 +kostrfr01,1969,1,MIN,AL,2,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +kraneed01,1969,1,NYN,NL,112,353,36,84,9,2,11,49,3,2,37,32,7,0,2,4,10 +krausle02,1969,1,OAK,AL,43,48,7,8,1,0,4,9,0,0,2,22,0,0,1,0,1 +kreutfr01,1969,1,WS2,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +krollga01,1969,1,CLE,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +krugch01,1969,1,SDN,NL,8,17,0,1,0,0,0,0,0,0,1,6,0,0,1,0,0 +kubiate01,1969,1,OAK,AL,92,305,38,76,9,1,2,27,2,0,25,35,2,1,3,4,9 +laboyco01,1969,1,MON,NL,157,562,53,145,29,1,18,83,0,2,40,96,2,4,2,8,13 +lachema01,1969,1,OAK,AL,28,2,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +lahoujo01,1969,1,BOS,AL,101,218,32,41,5,0,9,21,2,1,40,43,0,1,0,0,1 +lambra01,1969,1,LAN,NL,10,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lampake01,1969,1,HOU,NL,9,12,2,3,0,0,1,2,0,0,0,3,0,0,0,0,0 +landibi01,1969,1,BOS,AL,46,11,0,0,0,0,0,0,1,0,3,4,0,0,0,0,0 +lanieha01,1969,1,SFN,NL,150,495,37,113,9,1,0,35,0,1,25,68,5,0,13,4,16 +larusto01,1969,1,OAK,AL,8,8,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +lashefr01,1969,1,DET,AL,32,4,1,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +lauzege01,1969,1,OAK,AL,19,20,1,2,0,0,0,0,0,0,0,8,0,0,0,0,0 +lawro01,1969,1,CLE,AL,35,7,0,1,0,0,0,0,0,0,0,1,0,0,0,0,1 +lazarda01,1969,1,CHA,AL,9,4,0,0,0,0,0,0,0,0,0,3,0,0,1,0,1 +leebi03,1969,1,BOS,AL,20,10,0,0,0,0,0,0,0,0,0,6,0,0,0,0,1 +leele02,1969,1,SLN,NL,7,23,3,5,1,0,0,0,0,0,3,8,0,0,0,0,0 +lefebji01,1969,1,LAN,NL,95,275,29,65,15,2,4,44,2,1,48,37,10,1,3,3,8 +lemasde01,1969,1,HOU,NL,38,88,3,15,3,0,1,7,0,0,6,26,0,0,6,0,1 +lemonda01,1969,1,CHN,NL,2,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +leoned01,1969,1,CLE,AL,64,213,20,51,6,0,3,19,2,2,19,37,3,0,3,1,3 +leonhda01,1969,1,BAL,AL,38,21,2,2,1,0,0,0,0,0,2,8,0,0,4,0,2 +lerscba01,1969,1,PHI,NL,10,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +lewisal01,1969,1,OAK,AL,12,1,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +librafr01,1969,1,SDN,NL,10,10,1,1,1,0,0,1,0,0,1,2,0,0,0,0,0 +lindbpa01,1969,1,OAK,AL,60,12,2,4,0,0,0,2,0,0,1,2,0,0,0,1,0 +linzyfr01,1969,1,SFN,NL,58,30,1,8,0,0,0,1,0,0,3,10,0,1,3,0,0 +llenawi01,1969,1,CAL,AL,34,47,4,8,2,0,0,0,0,0,2,10,0,0,0,0,1 +lockdo01,1969,1,PHI,NL,4,4,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +lockdo01,1969,2,BOS,AL,53,58,8,13,1,0,1,2,0,1,11,21,0,0,1,0,1 +lockebo02,1969,1,CHA,AL,17,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +lockebo02,1969,2,SE1,AL,51,12,1,1,0,0,0,0,0,0,1,8,0,0,0,0,0 +lockwsk01,1969,1,SE1,AL,6,7,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +lolicmi01,1969,1,DET,AL,38,91,6,8,0,1,0,5,0,0,9,41,0,0,12,1,1 +lonboji01,1969,1,BOS,AL,29,41,1,4,1,0,0,2,0,0,5,22,0,0,5,1,2 +lopezma01,1969,1,BAL,AL,27,14,2,3,0,0,0,0,0,0,3,5,0,0,2,0,0 +lummi01,1969,1,ATL,NL,121,168,20,45,8,0,1,22,0,0,16,18,4,0,0,3,4 +lundgo01,1969,1,SE1,AL,20,38,4,10,0,0,0,1,1,1,5,7,1,0,0,0,0 +lylesp01,1969,1,BOS,AL,71,17,0,2,0,0,0,1,0,0,1,6,0,0,0,0,0 +lyttlji01,1969,1,NYA,AL,28,83,7,15,4,0,0,4,1,2,4,19,0,0,0,0,0 +malonji01,1969,1,CIN,NL,30,55,8,11,2,1,3,8,0,1,7,15,0,0,6,0,0 +manguan01,1969,1,PIT,NL,6,4,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0 +manuech01,1969,1,MIN,AL,83,164,14,34,6,0,2,24,1,0,28,33,4,0,0,2,3 +marenle01,1969,1,MON,NL,3,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +maricju01,1969,1,SFN,NL,38,109,3,15,1,1,0,3,0,0,4,22,0,0,3,1,1 +maronlo01,1969,1,PIT,NL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +marshda01,1969,1,SFN,NL,110,267,32,62,7,1,2,33,1,8,40,68,3,5,0,3,0 +marshmi01,1969,1,SE1,AL,21,27,2,7,0,0,1,4,0,0,4,4,0,0,1,0,0 +martibu01,1969,1,KCA,AL,72,205,14,47,6,1,4,23,0,0,8,25,2,0,1,0,4 +martijc01,1969,1,NYN,NL,66,177,12,37,5,1,4,21,0,0,12,32,1,0,1,2,6 +martijo04,1969,1,PIT,NL,77,168,20,45,6,0,1,16,1,3,9,32,0,1,1,0,4 +martima01,1969,1,HOU,NL,78,198,14,61,5,4,0,15,0,0,10,21,1,0,4,1,5 +mashocl01,1969,1,CIN,NL,2,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +masondo01,1969,1,SFN,NL,104,250,43,57,4,2,0,13,1,5,36,29,0,0,5,1,0 +matchto01,1969,1,DET,AL,94,298,25,72,11,2,0,32,3,0,15,51,3,0,1,2,8 +maxiela01,1969,1,ATL,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +maxvida01,1969,1,SLN,NL,132,372,27,65,10,2,2,32,1,1,44,52,2,1,7,1,12 +maybejo01,1969,1,HOU,NL,5,4,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +mayca01,1969,1,CHA,AL,100,367,62,103,18,2,18,62,1,4,58,66,7,6,0,3,11 +mayda01,1969,1,BAL,AL,78,120,8,29,6,0,3,10,2,1,9,23,0,2,0,0,5 +mayele01,1969,1,CLE,AL,43,108,9,27,5,0,1,15,1,0,8,15,2,1,0,1,2 +mayele01,1969,2,WS2,AL,71,238,41,69,9,3,9,26,1,3,20,25,0,0,0,0,8 +mayje01,1969,1,PIT,NL,62,190,21,44,8,0,7,23,1,1,9,53,0,2,0,4,2 +mayle01,1969,1,CIN,NL,158,607,85,169,32,3,38,110,5,4,45,142,8,6,0,7,12 +mayru01,1969,1,CAL,AL,44,49,1,4,0,0,0,0,0,0,4,22,0,0,1,0,1 +mayswi01,1969,1,SFN,NL,117,403,64,114,17,3,13,58,6,2,49,71,7,3,0,4,8 +mazerbi01,1969,1,PIT,NL,67,227,13,52,7,1,3,25,1,1,22,16,3,2,1,4,6 +mcandji01,1969,1,NYN,NL,27,37,0,5,1,0,0,3,0,1,3,18,0,0,5,0,0 +mcauldi01,1969,1,DET,AL,74,271,49,71,10,5,11,33,2,5,47,41,1,0,1,2,2 +mcbeaal01,1969,1,SDN,NL,1,2,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +mcbeaal01,1969,2,LAN,NL,31,3,0,0,0,0,0,0,0,0,1,2,0,0,0,0,0 +mccarti01,1969,1,SLN,NL,138,515,46,134,27,3,7,51,4,9,49,26,9,2,4,6,9 +mccoobi01,1969,1,SDN,NL,54,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mccormi03,1969,1,SFN,NL,32,66,6,9,1,0,1,4,0,0,4,31,0,0,5,0,0 +mccovwi01,1969,1,SFN,NL,149,491,101,157,26,2,45,126,0,0,121,66,45,4,0,7,11 +mccrato01,1969,1,CHA,AL,93,240,21,62,12,2,2,25,1,3,21,24,6,3,1,0,5 +mcdanli01,1969,1,NYA,AL,51,8,1,0,0,0,0,0,0,0,1,7,0,0,2,0,0 +mcdonda01,1969,1,NYA,AL,9,23,0,5,1,0,0,2,0,1,2,5,0,0,0,0,0 +mcdowsa01,1969,1,CLE,AL,39,92,3,16,3,0,0,6,0,1,0,31,0,0,11,1,2 +mcfadle01,1969,1,HOU,NL,44,74,3,13,2,0,0,3,1,2,4,9,0,0,3,0,2 +mcginda01,1969,1,MON,NL,74,29,3,5,0,0,1,3,0,0,0,10,0,0,0,0,0 +mcgloji01,1969,1,CAL,AL,37,58,0,7,2,0,0,1,0,0,3,21,0,0,5,0,0 +mcgratu01,1969,1,NYN,NL,43,24,1,4,1,0,0,3,0,0,1,6,0,0,0,0,0 +mclaide01,1969,1,DET,AL,42,106,5,17,0,0,0,8,0,0,4,41,0,0,13,2,2 +mcmahdo02,1969,1,DET,AL,34,6,0,0,0,0,0,0,0,0,0,5,0,0,0,0,0 +mcmahdo02,1969,2,SFN,NL,13,3,1,1,0,0,0,0,0,0,0,1,0,0,1,0,0 +mcmulke01,1969,1,WS2,AL,158,562,83,153,25,2,19,87,4,5,70,103,6,1,1,8,10 +mcnalda01,1969,1,BAL,AL,41,94,4,8,2,0,1,5,0,0,8,39,0,0,8,0,1 +mcnerje01,1969,1,SE1,AL,128,410,39,99,18,1,8,55,1,0,29,63,3,0,9,1,13 +mcnulbi01,1969,1,OAK,AL,5,17,0,0,0,0,0,0,0,0,0,10,0,0,0,0,0 +mcquemi01,1969,1,ATL,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcraeno01,1969,1,DET,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +meltobi01,1969,1,CHA,AL,157,556,67,142,26,2,23,87,1,2,56,106,7,5,5,6,12 +menkede01,1969,1,HOU,NL,154,553,72,149,25,5,10,90,2,7,87,87,12,4,7,6,13 +merriji01,1969,1,CIN,NL,42,77,6,11,1,0,1,5,0,0,5,37,0,0,15,2,1 +messean01,1969,1,CAL,AL,42,77,5,12,2,0,0,5,0,0,8,28,0,0,6,0,1 +meyerbo01,1969,1,SE1,AL,6,11,1,1,0,0,0,0,0,0,0,6,0,0,0,0,0 +michage01,1969,1,NYA,AL,119,412,41,112,24,4,2,31,7,4,43,56,1,1,6,2,9 +mikkepe01,1969,1,LAN,NL,48,6,0,1,0,0,0,0,0,0,0,4,0,0,1,0,0 +milesji01,1969,1,WS2,AL,12,3,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +millafe01,1969,1,ATL,NL,162,652,98,174,23,5,6,57,14,3,34,35,5,8,11,3,17 +millebo04,1969,1,MIN,AL,48,31,0,0,0,0,0,0,0,0,1,17,0,0,2,0,1 +millejo04,1969,1,LAN,NL,26,38,3,8,1,0,1,1,0,0,2,9,0,0,0,0,0 +milleno01,1969,1,HOU,NL,119,409,58,108,21,4,4,50,4,4,47,77,3,7,1,3,6 +minchdo01,1969,1,SE1,AL,140,427,53,105,14,0,25,78,10,11,78,69,13,5,0,3,8 +mittege01,1969,1,MIN,AL,69,187,18,48,8,0,5,13,0,1,17,47,1,3,2,1,6 +moelljo01,1969,1,LAN,NL,23,10,1,2,0,0,0,1,0,0,0,5,0,0,0,0,0 +mondari01,1969,1,OAK,AL,122,399,57,108,17,4,12,54,12,3,72,100,11,5,4,1,6 +moneydo01,1969,1,PHI,NL,127,450,41,103,22,2,6,42,1,3,43,83,5,1,6,3,16 +mooreba01,1969,1,WS2,AL,32,43,3,9,0,0,0,3,0,0,3,11,0,0,2,0,1 +moosebo01,1969,1,PIT,NL,44,53,4,4,0,0,0,1,0,0,6,25,0,0,4,0,0 +moralje01,1969,1,SDN,NL,19,41,5,8,2,0,1,6,0,2,5,7,0,0,0,0,1 +moralri01,1969,1,CHA,AL,55,121,12,26,0,1,0,6,1,0,7,18,0,2,2,0,3 +morehda01,1969,1,KCA,AL,21,2,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +morgajo02,1969,1,HOU,NL,147,535,94,126,18,5,15,43,49,14,110,74,1,1,7,4,5 +morrida01,1969,1,MIN,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +morrijo06,1969,1,SE1,AL,6,1,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0 +mortobu01,1969,1,CAL,AL,87,172,18,42,10,1,7,32,0,0,28,29,1,3,1,2,4 +mortoca01,1969,1,MON,NL,8,7,0,0,0,0,0,0,0,0,1,3,0,0,0,0,0 +mosesje01,1969,1,BOS,AL,53,135,13,41,9,1,4,17,0,1,5,23,1,1,0,3,1 +motama01,1969,1,MON,NL,31,89,6,28,1,1,0,0,1,3,6,11,0,0,2,0,3 +motama01,1969,2,LAN,NL,85,294,35,95,6,4,3,30,5,4,26,25,1,1,12,3,6 +mottocu01,1969,1,BAL,AL,56,89,15,27,6,0,6,21,3,1,13,10,0,1,1,0,0 +munsoth01,1969,1,NYA,AL,26,86,6,22,1,2,1,9,0,1,10,10,1,0,0,1,5 +murcebo01,1969,1,NYA,AL,152,564,82,146,24,4,26,82,7,5,50,103,2,3,2,6,8 +murphda04,1969,1,CHA,AL,17,1,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0 +murphto02,1969,1,CAL,AL,36,71,2,10,2,0,0,4,0,0,3,26,0,0,5,1,2 +murreiv01,1969,1,SDN,NL,111,247,19,63,10,6,3,25,3,4,11,65,1,2,1,1,4 +muserto01,1969,1,BOS,AL,2,9,0,1,0,0,0,1,0,0,1,1,0,0,0,0,0 +nagelru01,1969,1,CLE,AL,12,17,1,6,0,0,0,0,0,0,3,3,1,0,0,0,0 +nagymi01,1969,1,BOS,AL,34,65,4,5,1,0,0,2,1,0,6,27,0,1,4,0,2 +nashco01,1969,1,MIN,AL,6,9,0,2,0,0,0,0,0,0,1,2,0,0,0,0,0 +nashji01,1969,1,OAK,AL,26,36,0,4,0,1,0,2,0,0,1,19,0,0,3,0,0 +neibaga01,1969,1,ATL,NL,29,10,0,0,0,0,0,0,0,0,1,8,0,0,0,0,0 +nelsoda01,1969,1,CLE,AL,52,123,11,25,0,0,0,6,4,3,9,26,1,1,2,2,2 +nelsome01,1969,1,SLN,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nelsoro02,1969,1,KCA,AL,29,58,4,8,0,1,0,3,0,0,2,16,0,0,5,1,0 +nettlgr01,1969,1,MIN,AL,96,225,27,50,9,2,7,26,1,2,32,47,1,1,1,2,6 +niekrjo01,1969,1,CHN,NL,4,5,0,1,1,0,0,2,0,0,0,1,0,0,1,0,0 +niekrjo01,1969,2,SDN,NL,38,51,1,6,1,0,0,2,0,0,6,17,0,0,5,1,3 +niekrph01,1969,1,ATL,NL,40,95,11,20,4,0,0,7,0,0,2,21,0,0,9,0,1 +nolanga01,1969,1,CIN,NL,17,35,5,8,3,2,0,2,0,0,2,15,0,0,8,0,0 +noriejo01,1969,1,CIN,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +northji01,1969,1,DET,AL,148,543,79,160,31,5,25,66,4,2,52,83,1,3,1,3,8 +northsc01,1969,1,KCA,AL,20,61,11,16,2,2,1,7,6,3,7,19,0,0,0,0,0 +nossejo01,1969,1,OAK,AL,13,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1 +nossejo01,1969,2,SLN,NL,9,5,2,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +nottedo01,1969,1,NYA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nottedo01,1969,2,CHN,NL,16,1,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +nyeri01,1969,1,CHN,NL,36,16,1,1,0,0,0,0,0,0,0,7,0,0,0,0,1 +nymanje01,1969,1,CHA,AL,21,20,1,1,1,0,0,3,0,0,1,15,0,0,1,0,0 +obriesy01,1969,1,BOS,AL,100,263,47,64,10,5,9,29,2,3,15,37,0,1,4,0,3 +odombl01,1969,1,OAK,AL,43,79,15,21,2,1,5,16,0,0,2,24,0,1,8,0,0 +odonojo01,1969,1,SE1,AL,55,13,0,1,1,0,0,0,0,0,0,5,0,0,3,0,0 +olivato01,1969,1,MIN,AL,153,637,97,197,39,4,24,101,10,13,45,66,12,3,2,5,10 +oliveal01,1969,1,PIT,NL,129,463,55,132,19,2,17,70,8,5,21,38,11,13,3,2,18 +olivebo01,1969,1,KCA,AL,118,394,43,100,8,4,13,43,5,5,21,74,2,2,6,2,18 +olivege01,1969,1,CHN,NL,23,27,0,6,3,0,0,0,0,0,1,9,1,1,0,0,1 +olivena01,1969,1,NYA,AL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +olivena01,1969,2,CHN,NL,44,44,15,7,3,0,1,4,0,1,1,10,0,1,3,0,1 +oriledo01,1969,1,KCA,AL,19,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +ortegph01,1969,1,CAL,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ortizjo01,1969,1,CHA,AL,16,11,0,3,1,0,0,2,0,0,1,0,1,0,0,0,0 +osinsda01,1969,1,CHA,AL,51,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +osteecl01,1969,1,LAN,NL,44,111,7,24,1,0,1,12,0,0,5,25,0,0,8,2,3 +otisam01,1969,1,NYN,NL,48,93,6,14,3,1,0,4,1,0,6,27,1,0,3,0,0 +otoolde01,1969,1,CHA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +oylerra01,1969,1,SE1,AL,106,255,24,42,5,0,7,22,1,2,31,80,0,2,2,1,9 +paepkde01,1969,1,KCA,AL,12,27,2,3,1,0,0,0,0,0,2,3,0,0,0,0,1 +paganjo01,1969,1,PIT,NL,108,274,29,78,11,4,9,42,1,0,17,46,2,1,3,3,3 +pagliji01,1969,1,OAK,AL,14,27,1,4,1,0,1,2,0,0,5,2,0,1,0,0,0 +pagliji01,1969,2,SE1,AL,40,110,10,29,4,1,5,14,0,0,13,16,1,0,1,3,1 +palmeji01,1969,1,BAL,AL,27,64,5,13,3,0,0,6,0,0,3,30,0,0,2,1,1 +palmelo01,1969,1,PHI,NL,26,22,2,3,0,0,1,1,0,0,1,10,0,0,2,0,0 +pappami01,1969,1,ATL,NL,26,45,4,7,0,0,2,4,0,0,5,21,0,0,1,0,0 +parkewe01,1969,1,LAN,NL,132,471,76,131,23,4,13,68,4,1,56,46,6,2,6,6,10 +pascuca02,1969,1,WS2,AL,17,17,2,4,0,0,0,1,0,0,0,3,0,0,0,0,0 +pascuca02,1969,2,CIN,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +patekfr01,1969,1,PIT,NL,147,460,48,110,9,1,5,32,15,8,53,86,15,1,7,1,14 +patteda02,1969,1,DET,AL,18,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +pattima01,1969,1,SE1,AL,39,58,3,9,0,0,0,3,0,0,1,23,0,0,2,0,0 +paulmi01,1969,1,CLE,AL,47,27,1,0,0,0,0,0,0,0,1,9,0,0,1,0,1 +pavledo01,1969,1,CHA,AL,78,188,26,46,12,0,6,33,0,0,28,45,4,0,0,3,2 +penajo01,1969,1,CIN,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +penaro01,1969,1,SDN,NL,139,472,44,118,16,3,4,30,0,3,21,63,0,3,4,1,10 +pepitjo01,1969,1,NYA,AL,135,513,49,124,16,3,27,70,8,6,30,42,11,1,0,2,13 +perazlu01,1969,1,PHI,NL,8,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +perezma01,1969,1,CAL,AL,13,13,3,3,0,0,0,0,0,0,2,1,0,0,0,0,1 +perezto01,1969,1,CIN,NL,160,629,103,185,31,2,37,122,4,2,63,131,7,2,3,7,20 +perraro01,1969,1,MIN,AL,75,24,1,2,0,0,0,1,0,0,2,14,0,0,4,0,1 +perryga01,1969,1,SFN,NL,40,117,5,14,1,0,1,2,0,0,4,47,0,1,7,0,3 +perryji01,1969,1,MIN,AL,47,93,8,16,3,1,0,7,0,0,3,24,0,1,3,1,5 +peterca01,1969,1,CLE,AL,76,110,8,25,3,0,1,14,0,0,24,18,3,1,0,2,5 +peterfr01,1969,1,NYA,AL,37,80,8,9,3,0,0,2,0,0,8,22,0,0,7,0,0 +peterga01,1969,1,CHA,AL,37,71,9,12,4,0,2,4,0,0,2,15,0,1,6,1,1 +petrori01,1969,1,BOS,AL,154,535,92,159,32,2,40,97,3,5,98,68,13,1,3,6,12 +pfeilbo01,1969,1,NYN,NL,62,211,20,49,9,0,0,10,0,1,7,27,0,1,4,0,5 +phillad01,1969,1,CHN,NL,28,49,5,11,3,1,0,1,1,3,16,15,3,1,0,0,2 +phillad01,1969,2,MON,NL,58,199,25,43,4,4,4,7,6,5,19,62,1,1,0,1,2 +phoebto01,1969,1,BAL,AL,35,75,8,15,2,0,0,4,0,0,3,26,0,0,5,0,4 +pinaho01,1969,1,CLE,AL,31,6,0,3,0,0,0,1,0,0,0,2,0,0,0,0,0 +pinielo01,1969,1,KCA,AL,135,493,43,139,21,6,11,68,2,4,33,56,2,3,1,9,12 +pinsova01,1969,1,SLN,NL,132,495,58,126,22,6,10,70,4,4,35,63,2,3,1,9,12 +pizarju01,1969,1,BOS,AL,6,3,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +pizarju01,1969,2,CLE,AL,48,15,2,3,0,0,0,2,0,0,1,4,0,0,1,1,0 +pizarju01,1969,3,OAK,AL,3,2,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +podrejo01,1969,1,SDN,NL,17,16,0,1,0,0,0,1,0,0,0,3,0,0,2,1,0 +popovpa01,1969,1,LAN,NL,28,50,5,10,0,0,0,4,0,0,1,4,0,0,2,1,1 +popovpa01,1969,2,CHN,NL,60,154,26,48,6,0,1,14,0,1,18,14,0,1,4,0,1 +powelbo01,1969,1,BAL,AL,152,533,83,162,25,0,37,121,1,1,72,76,10,1,1,8,18 +priceji01,1969,1,DET,AL,72,192,21,45,8,0,9,28,0,0,18,20,1,0,0,4,4 +priddbo01,1969,1,CHA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +priddbo01,1969,2,CAL,AL,15,2,0,0,0,0,0,0,0,0,1,2,0,0,1,0,0 +priddbo01,1969,3,ATL,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +purdijo01,1969,1,LAN,NL,9,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +quallji01,1969,1,CHN,NL,43,120,12,30,5,3,0,9,2,1,2,14,0,1,0,1,0 +queenme02,1969,1,CIN,NL,2,6,0,1,0,0,0,1,0,0,0,2,0,0,0,0,0 +quilifr01,1969,1,MIN,AL,118,144,19,25,3,1,2,12,2,0,12,22,0,0,2,1,2 +radatdi01,1969,1,DET,AL,11,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +radatdi01,1969,2,MON,NL,22,4,0,1,0,0,0,0,0,0,1,2,0,0,0,0,0 +raderdo02,1969,1,HOU,NL,155,569,62,140,25,3,11,83,1,5,62,103,7,6,1,3,17 +raffoal01,1969,1,PHI,NL,45,6,0,1,0,0,0,3,0,0,1,4,0,0,2,0,0 +ramospe01,1969,1,PIT,NL,5,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +ramospe01,1969,2,CIN,NL,38,8,0,0,0,0,0,0,0,0,1,4,0,0,2,0,0 +ranewme01,1969,1,SE1,AL,54,81,11,20,2,0,0,4,0,0,10,14,3,0,1,0,4 +rathfr01,1969,1,CHA,AL,3,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rayji01,1969,1,HOU,NL,40,26,1,3,0,0,0,2,0,0,0,9,0,1,3,0,1 +raymocl01,1969,1,ATL,NL,33,7,0,2,0,0,0,2,0,0,0,2,0,0,1,0,0 +raymocl01,1969,2,MON,NL,15,4,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +reamsle01,1969,1,PHI,NL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +reberfr01,1969,1,SDN,NL,67,5,0,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +redmowa01,1969,1,DET,AL,5,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +reedbo01,1969,1,DET,AL,8,2,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +reedho01,1969,1,MON,NL,31,32,1,4,1,0,1,1,0,0,3,23,0,0,3,0,0 +reedro01,1969,1,ATL,NL,37,80,8,10,1,0,0,1,0,0,2,28,0,0,13,0,0 +reeseri01,1969,1,MIN,AL,132,419,52,135,24,4,16,69,1,5,23,57,3,5,1,3,6 +reganph01,1969,1,CHN,NL,71,15,0,1,1,0,0,0,0,0,2,2,0,1,0,0,0 +reichri01,1969,1,CAL,AL,137,493,60,125,11,4,13,68,3,6,43,100,5,8,6,7,16 +reidsc01,1969,1,PHI,NL,13,19,5,4,0,0,0,0,0,1,7,5,1,0,0,0,1 +renicri01,1969,1,MIN,AL,71,139,21,34,3,0,5,17,0,1,12,32,1,1,1,1,4 +renkost01,1969,1,MON,NL,18,36,4,6,0,0,1,3,0,0,1,14,0,0,2,0,2 +repozro01,1969,1,CAL,AL,103,219,25,36,1,1,8,19,1,3,32,52,2,0,3,1,0 +retteme01,1969,1,BAL,AL,95,190,27,47,10,3,4,25,6,1,28,28,1,0,4,4,6 +reussje01,1969,1,SLN,NL,1,3,0,1,0,0,0,1,0,0,0,2,0,0,0,0,0 +reynoar01,1969,1,CHN,NL,2,1,0,0,0,0,0,0,0,0,2,1,0,0,0,0,0 +reynobo01,1969,1,MON,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reynoto01,1969,1,OAK,AL,107,315,51,81,10,0,2,20,1,3,34,29,1,8,4,2,8 +ribande01,1969,1,SLN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ribande01,1969,2,CIN,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +richepe01,1969,1,BAL,AL,44,8,0,1,0,0,0,0,1,0,0,4,0,0,2,0,0 +rickeda01,1969,1,SLN,NL,30,44,2,12,1,0,0,5,0,0,4,5,0,0,0,2,1 +ricofr01,1969,1,KCA,AL,12,26,2,6,2,0,0,2,0,1,9,10,1,0,0,0,1 +riosju01,1969,1,KCA,AL,87,196,20,44,5,1,1,5,1,3,7,19,2,3,2,0,6 +roberbo01,1969,1,PIT,NL,32,96,7,20,4,1,1,9,1,0,8,30,0,0,0,1,5 +roberda05,1969,1,SDN,NL,23,15,0,4,0,0,0,1,0,0,0,4,0,0,0,0,0 +roberje01,1969,1,MON,NL,38,56,3,5,0,0,0,1,0,0,2,34,0,0,2,0,0 +roberri01,1969,1,SFN,NL,17,10,1,0,0,0,0,0,0,0,1,7,0,0,1,0,0 +robinbi02,1969,1,NYA,AL,87,222,23,38,11,2,3,21,3,1,16,39,3,0,0,1,6 +robinbr01,1969,1,BAL,AL,156,598,73,140,21,3,23,84,2,1,56,55,10,3,3,10,19 +robinfr02,1969,1,BAL,AL,148,539,111,166,19,5,32,100,9,3,88,62,11,13,0,3,12 +roblera01,1969,1,SDN,NL,6,20,1,2,0,0,0,0,1,1,1,3,0,0,0,0,1 +rodgebu01,1969,1,CAL,AL,18,46,4,9,1,0,0,2,0,0,5,8,1,1,0,0,0 +rodriau01,1969,1,CAL,AL,159,561,47,130,17,2,7,49,5,3,32,88,11,2,4,7,13 +rodriel01,1969,1,KCA,AL,95,267,27,63,10,0,2,20,3,2,31,26,6,8,2,0,8 +roggega01,1969,1,BOS,AL,7,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +roggega01,1969,2,SE1,AL,7,8,0,1,0,0,0,0,0,0,0,3,0,0,1,0,0 +rohrle01,1969,1,NYN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rojasco01,1969,1,PHI,NL,110,391,35,89,11,1,4,30,1,6,23,28,1,1,5,5,12 +rolanji01,1969,1,OAK,AL,39,21,0,2,0,0,0,0,0,0,1,9,0,0,0,0,1 +rolliri01,1969,1,SE1,AL,58,187,15,42,7,0,4,21,2,0,7,19,0,5,1,1,4 +romovi01,1969,1,CLE,AL,3,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +romovi01,1969,2,BOS,AL,52,31,2,4,1,0,0,1,0,0,1,9,0,0,3,0,0 +roofph01,1969,1,OAK,AL,106,247,19,58,6,1,2,19,1,0,33,55,3,5,4,0,9 +rookeji01,1969,1,KCA,AL,34,57,7,16,3,0,4,8,0,0,1,19,0,1,0,0,2 +rosebjo01,1969,1,MIN,AL,115,361,33,95,12,0,3,32,5,5,39,44,12,0,3,3,6 +rosepe01,1969,1,CIN,NL,156,627,120,218,33,11,16,82,7,10,88,65,18,5,2,6,13 +rossga01,1969,1,CHN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rossga01,1969,2,SDN,NL,46,23,0,0,0,0,0,0,0,0,1,10,0,0,5,0,0 +roznovi01,1969,1,PHI,NL,13,13,0,3,0,0,0,1,0,0,1,4,0,0,0,0,0 +ruberso01,1969,1,SDN,NL,19,21,3,3,0,0,0,0,0,0,1,7,0,0,0,0,0 +rudijo01,1969,1,OAK,AL,35,122,10,23,3,1,2,6,1,1,5,16,1,0,2,0,3 +rudolke01,1969,1,CHN,NL,27,34,7,7,1,0,1,6,0,0,6,11,0,0,0,0,1 +ruizch01,1969,1,CIN,NL,88,196,19,48,4,1,0,13,4,2,14,28,3,0,7,2,1 +russebi01,1969,1,LAN,NL,98,212,35,48,6,2,5,15,4,1,22,45,1,1,2,1,3 +ryanmi02,1969,1,PHI,NL,133,446,41,91,17,2,12,44,1,1,30,66,4,2,1,2,12 +ryanno01,1969,1,NYN,NL,25,29,3,3,0,0,0,2,0,0,0,14,0,0,3,0,1 +sadecra01,1969,1,SFN,NL,30,40,6,5,0,0,1,5,0,0,7,13,0,0,4,0,1 +salmoch01,1969,1,BAL,AL,52,91,18,27,5,0,3,12,0,0,10,22,1,2,0,1,1 +sanguma01,1969,1,PIT,NL,129,459,62,139,21,6,5,57,8,4,12,48,4,3,5,2,13 +santijo02,1969,1,BOS,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +santoal01,1969,1,SDN,NL,32,63,2,7,0,0,1,2,0,0,2,33,0,0,3,0,1 +santoro01,1969,1,CHN,NL,160,575,97,166,18,4,29,123,1,3,96,97,7,2,0,14,21 +satrito01,1969,1,CAL,AL,41,108,5,28,2,0,1,16,0,2,18,15,1,1,2,2,3 +satrito01,1969,2,BOS,AL,47,127,9,24,2,0,0,11,0,0,22,12,7,2,2,4,6 +savagte01,1969,1,CIN,NL,68,110,20,25,7,0,2,11,3,0,20,27,0,0,1,1,2 +schaapa01,1969,1,KCA,AL,61,205,22,54,6,0,1,13,2,1,25,27,2,2,3,2,2 +scheiri01,1969,1,CLE,AL,102,199,13,37,5,1,1,13,0,2,19,30,0,0,1,3,8 +scherfr01,1969,1,DET,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schneda01,1969,1,HOU,NL,6,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +schofdi01,1969,1,BOS,AL,94,226,30,58,9,3,2,20,0,2,29,44,1,4,0,2,3 +scottge02,1969,1,BOS,AL,152,549,63,139,14,5,16,52,4,3,61,74,12,4,1,2,15 +seaveto01,1969,1,NYN,NL,39,91,7,11,3,0,0,6,1,0,7,34,0,2,4,0,0 +secrido01,1969,1,CHA,AL,19,7,1,1,0,0,0,0,0,0,1,4,0,0,0,0,0 +seguidi01,1969,1,SE1,AL,66,27,1,4,0,0,0,5,0,0,2,13,0,0,3,0,0 +selmadi01,1969,1,SDN,NL,4,7,0,2,0,0,0,1,0,0,0,2,0,0,1,0,0 +selmadi01,1969,2,CHN,NL,36,52,3,8,1,1,0,0,0,0,1,17,0,0,7,0,0 +sembeca01,1969,1,MON,NL,23,4,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +several01,1969,1,BAL,AL,12,3,0,1,0,0,0,0,0,0,0,1,0,0,1,0,0 +shamsar01,1969,1,NYN,NL,100,303,42,91,9,3,14,47,1,2,36,32,2,3,2,5,5 +shannmi01,1969,1,SLN,NL,150,551,51,140,15,5,12,55,1,4,49,87,7,1,2,3,9 +shawdo01,1969,1,MON,NL,35,10,2,0,0,0,0,0,0,0,2,5,0,0,0,0,0 +sheast01,1969,1,MON,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shellji01,1969,1,PIT,NL,8,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shellji01,1969,2,WS2,AL,30,27,1,5,0,0,0,2,0,0,0,2,0,0,0,0,3 +shopato01,1969,1,NYA,AL,28,48,2,4,0,1,0,0,0,1,2,10,1,0,0,0,1 +shortbi01,1969,1,CIN,NL,4,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +shortch02,1969,1,PHI,NL,2,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +siebeso01,1969,1,CLE,AL,2,4,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +siebeso01,1969,2,BOS,AL,43,53,5,8,1,0,1,3,0,0,3,20,0,1,4,0,2 +simmote01,1969,1,SLN,NL,5,14,0,3,0,1,0,3,0,0,1,1,0,0,0,1,0 +simpsdi01,1969,1,NYA,AL,6,11,2,3,2,0,0,4,0,0,3,6,0,0,0,0,0 +simpsdi01,1969,2,SE1,AL,26,51,8,9,2,0,2,5,3,1,4,17,0,0,0,0,2 +simsdu01,1969,1,CLE,AL,114,326,40,77,8,0,18,45,1,2,66,80,5,6,1,0,2 +singebi01,1969,1,LAN,NL,41,108,7,11,1,0,0,2,0,0,1,47,0,1,8,0,1 +sipinjo01,1969,1,SDN,NL,68,229,22,51,12,2,2,9,2,0,8,44,1,1,2,1,3 +siskto01,1969,1,SDN,NL,53,25,2,3,1,0,0,0,0,0,3,12,0,0,4,0,0 +sizemte01,1969,1,LAN,NL,159,590,69,160,20,5,4,46,5,5,45,40,7,5,9,1,11 +slocuro01,1969,1,SDN,NL,13,24,6,7,1,0,1,5,0,0,0,5,0,0,0,1,0 +smithch04,1969,1,CHN,NL,2,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithdi03,1969,1,WS2,AL,21,28,2,3,0,0,0,0,0,0,4,7,1,1,0,0,0 +smithre06,1969,1,BOS,AL,143,543,87,168,29,7,25,93,7,13,54,67,7,1,1,8,14 +smithwi02,1969,1,CHN,NL,103,195,21,48,9,1,9,25,1,0,25,49,3,0,2,1,3 +snyderu01,1969,1,CLE,AL,122,266,26,66,10,0,2,24,3,2,25,33,3,0,1,1,6 +spangal01,1969,1,CHN,NL,82,213,23,45,8,1,4,23,0,2,21,16,0,1,2,1,1 +sparmjo01,1969,1,DET,AL,23,29,1,4,0,0,0,0,0,0,1,8,0,0,3,0,0 +spencbo01,1969,1,CHA,AL,12,26,0,4,1,0,0,3,0,0,0,9,0,0,0,1,0 +spencji01,1969,1,CAL,AL,113,386,39,98,14,3,10,31,1,0,26,53,6,2,8,0,6 +spiezed01,1969,1,SDN,NL,121,355,29,83,9,0,13,43,1,2,38,64,3,4,1,2,8 +spinksc01,1969,1,HOU,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +spraged01,1969,1,OAK,AL,27,5,1,1,1,0,0,0,0,0,0,1,0,0,2,0,1 +sprigge01,1969,1,KCA,AL,23,29,4,4,2,1,0,0,0,0,3,8,0,1,0,0,0 +staehma01,1969,1,MON,NL,6,17,4,7,2,0,1,1,0,0,2,0,0,0,0,0,0 +stahlla01,1969,1,SDN,NL,95,162,10,32,6,2,3,10,3,3,17,31,3,1,2,0,5 +stangle01,1969,1,BOS,AL,41,35,0,3,0,0,0,0,0,0,2,15,0,0,8,0,1 +stanlfr01,1969,1,SE1,AL,17,43,2,12,2,1,0,4,1,0,3,8,0,0,1,1,0 +stanlmi01,1969,1,DET,AL,149,592,73,139,28,1,16,70,8,4,52,56,1,2,5,0,14 +stargwi01,1969,1,PIT,NL,145,522,89,160,31,6,29,92,1,0,61,120,14,6,0,5,10 +staubru01,1969,1,MON,NL,158,549,89,166,26,5,29,79,3,4,110,61,11,9,4,1,13 +stephje01,1969,1,SE1,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stephjo02,1969,1,SFN,NL,22,27,2,6,2,0,0,3,0,0,0,4,0,0,1,1,2 +stewaji01,1969,1,CIN,NL,119,221,26,56,3,4,4,24,4,2,19,33,3,0,4,1,3 +stinsbo01,1969,1,LAN,NL,4,8,1,3,0,0,0,2,0,1,0,2,0,0,1,0,1 +stonebi01,1969,1,MON,NL,42,73,5,4,2,0,0,0,0,0,6,55,0,0,8,0,0 +stonege02,1969,1,ATL,NL,36,59,7,11,0,0,1,8,0,0,1,19,0,0,5,0,3 +stonege03,1969,1,PHI,NL,18,28,4,6,0,1,0,0,0,0,4,9,1,0,0,0,0 +stonero02,1969,1,PHI,NL,103,222,22,53,7,1,1,24,3,1,29,28,8,3,3,2,11 +stottme01,1969,1,NYA,AL,39,101,9,18,2,1,1,4,0,1,9,41,0,1,4,1,4 +stroued01,1969,1,WS2,AL,123,206,35,52,5,6,4,29,12,2,30,33,1,2,2,0,6 +stuardi01,1969,1,CAL,AL,22,51,3,8,2,0,1,4,0,0,3,21,0,0,0,0,2 +suareke01,1969,1,CLE,AL,36,85,7,25,5,0,1,9,1,0,15,12,5,0,2,0,5 +sudakbi01,1969,1,LAN,NL,132,462,50,108,17,5,14,53,3,2,40,94,5,1,1,3,9 +suthega01,1969,1,MON,NL,141,544,63,130,26,1,3,35,5,7,37,31,5,2,11,2,13 +suttodo01,1969,1,LAN,NL,41,98,6,15,0,0,0,3,0,0,0,28,0,1,9,0,5 +swoboro01,1969,1,NYN,NL,109,327,38,77,10,2,9,52,1,1,43,90,4,2,1,2,10 +talbofr01,1969,1,NYA,AL,8,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +talbofr01,1969,2,SE1,AL,27,37,4,6,0,0,2,7,0,0,3,14,0,0,2,0,0 +talbofr01,1969,3,OAK,AL,12,3,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +tartajo01,1969,1,OAK,AL,75,266,28,71,11,1,0,11,3,4,9,11,0,0,6,1,1 +tatumja01,1969,1,CAL,AL,10,22,2,7,0,0,0,0,0,1,0,6,0,0,0,0,1 +tatumke01,1969,1,CAL,AL,45,21,3,6,1,0,2,2,0,0,0,8,0,1,2,0,0 +tayloca01,1969,1,PIT,NL,104,221,30,77,10,1,4,33,0,1,31,36,0,3,4,2,6 +tayloch02,1969,1,SLN,NL,27,39,0,7,2,0,0,2,0,0,1,14,0,0,2,0,0 +tayloga01,1969,1,DET,AL,7,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +tayloha04,1969,1,KCA,AL,64,89,7,24,5,0,3,21,0,0,6,18,0,0,0,1,4 +tayloro01,1969,1,NYN,NL,59,4,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +tayloto02,1969,1,PHI,NL,138,557,68,146,24,5,3,30,19,10,42,62,1,4,3,2,12 +tenacge01,1969,1,OAK,AL,16,38,1,6,0,0,1,2,0,0,1,15,0,1,0,0,0 +tepedfr01,1969,1,NYA,AL,13,39,6,9,0,0,0,4,1,0,4,4,0,0,0,0,2 +thomage01,1969,1,BOS,AL,29,51,9,18,3,1,0,8,0,0,3,11,0,1,1,0,0 +tiantlu01,1969,1,CLE,AL,38,81,8,19,2,1,2,9,0,0,3,22,0,1,4,1,2 +tillmbo01,1969,1,ATL,NL,69,190,18,37,5,0,12,29,0,0,18,47,1,0,0,1,6 +timbega01,1969,1,SE1,AL,2,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +timmeto01,1969,1,DET,AL,31,9,0,1,0,0,0,0,0,0,0,4,0,0,0,0,0 +tischto01,1969,1,MIN,AL,37,47,2,9,0,0,0,2,0,0,8,8,0,0,1,0,0 +tolanbo01,1969,1,CIN,NL,152,637,104,194,25,10,21,93,26,12,27,92,2,15,10,2,9 +torboje01,1969,1,LAN,NL,51,124,7,23,4,0,0,7,1,0,9,17,5,0,3,0,0 +torrehe01,1969,1,HOU,NL,34,69,5,11,1,0,1,8,0,0,2,12,0,0,1,0,3 +torrejo01,1969,1,SLN,NL,159,602,72,174,29,6,18,101,0,0,66,85,13,5,0,5,10 +torremi01,1969,1,SLN,NL,24,41,3,3,1,0,0,0,0,0,1,13,0,0,4,0,2 +tovarce01,1969,1,MIN,AL,158,535,99,154,25,5,11,52,45,12,37,37,3,9,7,3,7 +tracedi01,1969,1,DET,AL,66,79,10,11,2,0,0,4,3,0,15,20,1,0,2,0,3 +treshto01,1969,1,NYA,AL,45,143,13,26,5,2,1,9,2,1,17,23,2,0,1,0,2 +treshto01,1969,2,DET,AL,94,331,46,74,13,1,13,37,2,2,39,47,0,2,0,5,5 +uhlaete01,1969,1,MIN,AL,152,554,93,151,18,2,8,62,15,9,44,52,4,4,4,4,3 +unserde01,1969,1,WS2,AL,153,581,69,166,19,8,7,57,8,10,58,54,3,0,7,3,5 +upshace01,1969,1,ATL,NL,62,21,3,5,0,0,1,1,0,0,0,8,0,0,3,0,0 +valdesa01,1969,1,HOU,NL,41,119,17,29,4,0,0,12,2,2,15,19,0,0,2,1,1 +valdesa01,1969,2,SE1,AL,20,38,3,8,1,0,0,2,0,1,1,7,0,1,0,0,0 +valenbo02,1969,1,LAN,NL,5,0,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vaughch01,1969,1,ATL,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vealebo01,1969,1,PIT,NL,34,79,3,4,0,0,0,2,0,0,3,44,0,0,4,0,0 +velazfr01,1969,1,SE1,AL,6,16,1,2,2,0,0,2,0,0,1,3,0,0,0,0,2 +versazo01,1969,1,CLE,AL,72,217,21,49,11,1,1,13,3,1,21,47,1,2,0,2,7 +versazo01,1969,2,WS2,AL,31,75,9,20,2,1,0,6,1,0,3,13,0,1,0,0,1 +vidaljo01,1969,1,SE1,AL,18,26,7,5,0,1,1,2,1,1,4,8,0,1,0,0,0 +virgioz01,1969,1,SFN,NL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vossbi01,1969,1,CAL,AL,133,349,33,91,11,4,2,40,5,3,35,40,6,0,2,1,9 +wagnega01,1969,1,PHI,NL,9,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +wagnega01,1969,2,BOS,AL,6,3,0,0,0,0,0,0,0,0,0,1,0,0,1,0,1 +wagnele01,1969,1,SFN,NL,11,12,0,4,0,0,0,2,0,0,2,1,1,1,0,0,0 +walkelu01,1969,1,PIT,NL,31,32,3,0,0,0,0,1,0,0,2,19,0,0,3,0,0 +waltech01,1969,1,MIN,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +waltoda01,1969,1,SE1,AL,23,92,12,20,1,2,3,10,2,0,5,26,0,3,0,2,5 +wardpe01,1969,1,CHA,AL,105,199,22,49,7,0,6,32,0,0,33,38,1,3,1,2,2 +washbgr01,1969,1,CAL,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +washbra01,1969,1,SLN,NL,28,37,0,3,0,0,0,0,0,0,1,25,0,0,1,0,2 +waslega01,1969,1,SLN,NL,12,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +waslega01,1969,2,MON,NL,30,30,0,1,1,0,0,2,0,0,1,14,0,0,0,0,1 +watkibo01,1969,1,HOU,NL,5,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +watkida01,1969,1,PHI,NL,69,148,17,26,2,1,4,12,2,3,22,53,0,2,2,0,2 +watsobo01,1969,1,HOU,NL,20,40,3,11,3,0,0,3,0,0,6,5,0,2,0,0,0 +watted01,1969,1,BAL,AL,56,8,0,0,0,0,0,0,0,0,2,2,0,0,0,0,0 +webstra02,1969,1,OAK,AL,64,77,5,20,0,1,1,13,0,0,12,8,5,1,0,2,3 +wegenmi01,1969,1,MON,NL,32,54,2,13,1,0,0,7,0,0,1,15,0,0,3,0,2 +weisal01,1969,1,NYN,NL,103,247,20,53,9,2,2,23,3,3,15,51,1,0,6,1,3 +wenzfr01,1969,1,BOS,AL,8,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +wertdo01,1969,1,DET,AL,132,423,46,95,11,1,14,50,3,1,49,60,6,1,0,5,14 +whitast01,1969,1,SE1,AL,69,116,15,29,2,1,6,13,2,0,12,29,1,1,0,1,1 +whitebi03,1969,1,SLN,NL,49,57,7,12,1,0,0,4,1,0,11,15,0,0,0,0,3 +whitero01,1969,1,NYA,AL,130,448,55,130,30,5,7,74,18,10,81,51,4,1,2,11,9 +whitffr01,1969,1,CIN,NL,74,74,2,11,0,0,1,8,0,0,18,27,0,0,0,0,0 +wickeda01,1969,1,KCA,AL,34,2,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +wickefl01,1969,1,MON,NL,41,39,2,4,0,0,0,2,0,0,2,20,0,0,0,0,0 +wilheho01,1969,1,CAL,AL,44,8,0,0,0,0,0,0,0,0,0,6,0,0,0,0,0 +wilheho01,1969,2,ATL,NL,8,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +willibi01,1969,1,CHN,NL,163,642,103,188,33,10,21,95,3,2,59,70,15,4,0,3,15 +willibi02,1969,1,SE1,AL,4,10,1,0,0,0,0,0,0,0,1,3,0,1,0,0,1 +williji04,1969,1,SDN,NL,13,25,4,7,1,0,0,2,0,0,3,11,0,0,0,1,0 +williro01,1969,1,SLN,NL,26,1,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0 +williro01,1969,2,HOU,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +willist02,1969,1,CLE,AL,61,40,1,4,0,0,0,2,0,0,5,25,1,1,4,0,0 +williwa02,1969,1,CHA,AL,135,471,59,143,22,1,3,32,6,2,26,33,1,3,5,2,5 +willsma01,1969,1,MON,NL,47,189,23,42,3,0,0,8,15,6,20,21,0,0,1,1,3 +willsma01,1969,2,LAN,NL,104,434,57,129,7,8,4,39,25,15,39,40,2,1,4,1,4 +wilsobi03,1969,1,PHI,NL,37,6,1,0,0,0,0,0,0,1,1,1,0,0,0,0,0 +wilsodo01,1969,1,HOU,NL,34,81,7,8,2,0,0,5,0,0,3,36,0,4,2,2,0 +wilsoea01,1969,1,DET,AL,37,76,6,10,0,0,0,6,0,0,10,37,0,0,2,1,1 +winebo01,1969,1,MON,NL,121,370,23,74,8,1,3,25,0,0,28,49,6,0,5,0,11 +wiseri01,1969,1,PHI,NL,33,74,9,20,3,1,1,4,0,0,3,25,0,0,6,1,0 +wolfwa01,1969,1,CAL,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +womacdo01,1969,1,HOU,NL,30,6,1,1,0,0,0,1,0,0,0,1,0,0,1,0,0 +womacdo01,1969,2,SE1,AL,9,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +woodsdi01,1969,1,MIN,AL,44,27,3,2,0,0,0,0,0,0,2,16,0,0,0,0,0 +woodsro01,1969,1,DET,AL,17,15,3,4,0,0,1,3,0,0,2,3,0,0,0,0,0 +woodsro01,1969,2,NYA,AL,72,171,18,30,5,2,1,7,2,0,22,29,1,1,6,0,4 +woodwi01,1969,1,CHA,AL,76,15,0,0,0,0,0,0,0,0,0,8,0,1,2,0,0 +woodwwo01,1969,1,CIN,NL,97,241,36,63,12,0,0,15,3,2,24,40,3,2,7,0,7 +worthal01,1969,1,MIN,AL,46,5,0,0,0,0,0,0,0,0,0,4,0,0,1,0,0 +wrighcl01,1969,1,CAL,AL,40,11,0,2,0,0,0,0,0,0,1,6,0,0,0,0,0 +wyattjo02,1969,1,OAK,AL,4,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +wynnebi02,1969,1,CHA,AL,20,41,1,5,0,1,0,2,0,0,2,6,0,0,7,0,1 +wynnji01,1969,1,HOU,NL,149,495,113,133,17,1,33,87,23,7,148,142,14,3,2,5,5 +yastrca01,1969,1,BOS,AL,162,603,96,154,28,2,40,111,15,7,101,91,9,1,0,2,14 +youngdo01,1969,1,CHN,NL,101,272,36,65,12,3,6,27,1,5,38,74,5,5,8,0,4 +zachach02,1969,1,KCA,AL,8,2,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +zeppbi01,1969,1,MIN,AL,4,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +aaronha01,1970,1,ATL,NL,150,516,103,154,26,1,38,118,9,0,74,63,15,2,0,6,13 +aaronto01,1970,1,ATL,NL,44,63,3,13,2,0,2,7,0,0,3,10,0,0,0,0,5 +abernte02,1970,1,CHN,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +abernte02,1970,2,SLN,NL,11,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +abernte02,1970,3,KCA,AL,36,14,1,3,0,0,0,2,0,0,0,5,0,0,3,0,0 +acosted01,1970,1,PIT,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +adairje01,1970,1,KCA,AL,7,27,0,4,0,0,0,1,0,1,5,3,1,0,1,0,1 +ageeto01,1970,1,NYN,NL,153,636,107,182,30,7,24,75,31,15,55,156,3,2,1,2,11 +aguirha01,1970,1,CHN,NL,17,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +akerja01,1970,1,NYA,AL,41,16,0,1,0,0,0,1,0,0,0,6,0,0,1,0,1 +alcarlu01,1970,1,KCA,AL,35,120,10,20,5,1,1,14,0,0,4,13,0,0,1,1,2 +allenbe01,1970,1,WS2,AL,104,261,31,61,7,1,8,29,0,2,43,21,4,0,1,0,4 +allendi01,1970,1,SLN,NL,122,459,88,128,17,5,34,101,5,4,71,118,16,2,0,1,9 +allenha02,1970,1,WS2,AL,22,38,3,8,2,0,0,4,0,0,5,9,1,0,0,1,0 +allenha02,1970,2,ML4,AL,28,61,4,14,4,0,0,4,0,1,7,5,0,0,0,0,2 +allenll01,1970,1,CAL,AL,8,4,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +alleyge01,1970,1,PIT,NL,121,426,46,104,16,5,8,41,7,3,31,70,9,3,2,4,6 +allisbo01,1970,1,MIN,AL,47,72,15,15,5,0,1,7,1,0,14,20,0,1,0,0,2 +alomasa01,1970,1,CAL,AL,162,672,82,169,18,2,2,36,35,12,49,65,2,1,11,2,7 +aloufe01,1970,1,OAK,AL,154,575,70,156,25,3,8,55,10,5,32,31,6,1,4,6,13 +alouje01,1970,1,HOU,NL,117,458,59,140,27,3,1,44,3,2,21,15,4,1,3,4,15 +alouma01,1970,1,PIT,NL,155,677,97,201,21,8,1,47,19,11,30,18,3,4,4,3,9 +alvarlu01,1970,1,BOS,AL,59,183,19,41,11,0,1,10,1,2,9,30,2,0,2,2,5 +alvisma01,1970,1,ML4,AL,62,115,16,21,2,0,3,12,1,2,5,20,1,0,0,0,5 +alyeabr01,1970,1,MIN,AL,94,258,34,75,12,1,16,61,3,3,28,51,0,3,0,1,12 +andremi01,1970,1,BOS,AL,151,589,91,149,28,1,17,65,2,1,81,63,0,3,4,4,10 +aparilu01,1970,1,CHA,AL,146,552,86,173,29,3,5,43,8,3,53,34,1,1,5,5,11 +arciajo01,1970,1,SDN,NL,114,229,28,51,9,3,0,17,3,6,12,36,1,7,4,0,3 +arlinst01,1970,1,SDN,NL,2,5,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +arrigge01,1970,1,CHA,AL,5,4,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +asprobo01,1970,1,ATL,NL,62,127,5,27,3,0,0,7,0,0,13,13,0,0,0,2,4 +austiri01,1970,1,CLE,AL,31,18,0,2,1,0,0,0,0,0,3,10,0,0,0,0,0 +azcuejo01,1970,1,CAL,AL,114,351,19,85,13,1,2,25,0,0,24,40,4,2,1,3,12 +bahnsst01,1970,1,NYA,AL,36,74,3,11,0,1,0,1,0,0,2,34,0,0,8,0,0 +bailebo01,1970,1,MON,NL,131,352,77,101,19,3,28,84,5,3,72,70,8,1,2,2,12 +bakerdu01,1970,1,ATL,NL,13,24,3,7,0,0,0,4,0,0,2,4,0,0,0,1,1 +bakerfr03,1970,1,NYA,AL,35,117,6,27,4,1,0,11,1,2,14,26,0,2,0,0,1 +baldsja01,1970,1,SDN,NL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +baldwda01,1970,1,ML4,AL,28,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +bandosa01,1970,1,OAK,AL,155,502,93,132,20,2,20,75,6,10,118,88,5,6,7,3,12 +bankser01,1970,1,CHN,NL,72,222,25,56,6,2,12,44,0,0,20,33,3,1,1,3,5 +barbest01,1970,1,CHN,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barbest01,1970,2,ATL,NL,5,4,0,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +barbest02,1970,1,MIN,AL,19,2,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +bartobo01,1970,1,SDN,NL,61,188,15,41,6,0,4,16,1,1,15,37,2,1,1,1,4 +batemjo01,1970,1,MON,NL,139,520,51,123,21,5,15,68,8,4,28,75,9,1,5,3,15 +batesde01,1970,1,PHI,NL,22,60,1,8,2,0,0,1,0,1,6,15,1,4,0,0,2 +baylodo01,1970,1,BAL,AL,8,17,4,4,0,0,0,4,1,1,2,3,0,0,0,1,0 +beaucji01,1970,1,HOU,NL,31,26,3,5,0,0,1,4,0,1,3,7,0,0,0,0,1 +beaucji01,1970,2,SLN,NL,44,58,8,15,2,0,1,6,2,0,8,11,0,0,0,2,0 +beckegl01,1970,1,CHN,NL,143,591,99,170,15,6,3,36,4,1,32,22,0,0,6,3,13 +beenefr01,1970,1,BAL,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +behneme01,1970,1,CIN,NL,5,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +belanma01,1970,1,BAL,AL,145,459,53,100,6,5,1,36,13,2,52,65,3,5,9,2,4 +belinbo01,1970,1,CIN,NL,3,1,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0 +benchjo01,1970,1,CIN,NL,158,605,97,177,35,4,45,148,5,2,54,102,9,0,1,11,12 +berryke01,1970,1,CHA,AL,141,463,45,128,12,2,7,50,6,4,43,61,10,6,1,2,19 +bertafr01,1970,1,SLN,NL,8,7,0,1,0,0,0,0,0,0,2,0,0,0,0,0,1 +biittla01,1970,1,WS2,AL,2,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +billidi01,1970,1,WS2,AL,11,24,3,6,2,0,1,1,0,0,2,3,0,0,0,0,1 +billija01,1970,1,HOU,NL,46,58,2,6,0,0,0,1,0,0,4,27,0,0,7,0,1 +blairpa01,1970,1,BAL,AL,133,480,79,128,24,2,18,65,24,11,56,93,1,3,5,4,9 +blancos01,1970,1,CHA,AL,34,66,4,13,0,0,0,8,0,1,3,14,0,0,0,2,1 +blasiwa01,1970,1,HOU,NL,13,24,0,2,0,0,0,2,0,0,4,10,0,0,0,0,1 +blassst01,1970,1,PIT,NL,32,70,3,8,1,0,0,2,0,0,2,15,0,0,3,1,2 +blefacu01,1970,1,NYA,AL,99,269,34,57,6,0,9,37,1,3,43,37,3,3,0,3,6 +bluevi01,1970,1,OAK,AL,6,15,1,3,1,0,1,3,0,0,1,7,0,0,1,0,1 +blylebe01,1970,1,MIN,AL,27,50,2,7,0,0,0,1,0,0,1,25,0,0,7,0,0 +boccajo01,1970,1,MON,NL,61,145,18,39,3,1,5,17,0,1,11,24,2,0,0,0,3 +bolinbo01,1970,1,ML4,AL,32,36,3,7,0,0,1,2,0,0,2,17,0,1,6,0,0 +bolinbo01,1970,2,BOS,AL,6,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bondsbo01,1970,1,SFN,NL,157,663,134,200,36,10,26,78,48,10,77,189,7,2,1,2,6 +borbope01,1970,1,CIN,NL,12,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +bosmadi01,1970,1,WS2,AL,36,80,4,11,0,0,0,2,0,0,1,29,0,0,6,0,0 +bosweda01,1970,1,MIN,AL,20,25,0,4,1,0,0,0,0,0,0,11,0,0,0,0,0 +bosweke01,1970,1,NYN,NL,105,351,32,89,13,2,5,44,5,4,41,32,8,2,3,5,13 +boutoji01,1970,1,HOU,NL,29,17,3,6,0,0,0,2,0,0,1,6,0,1,1,0,1 +bowala01,1970,1,PHI,NL,145,547,50,137,17,6,0,34,24,13,21,48,1,0,6,3,8 +boyercl02,1970,1,ATL,NL,134,475,44,117,14,1,16,62,2,5,41,71,8,1,3,5,11 +brabege01,1970,1,ML4,AL,29,41,1,4,2,0,0,2,0,1,0,27,0,0,3,0,1 +bradfbu01,1970,1,CHA,AL,32,91,8,17,3,0,2,8,1,2,10,30,0,0,1,1,5 +bradfbu01,1970,2,CLE,AL,75,163,25,32,6,1,7,23,0,1,21,43,1,1,0,1,8 +bradlto01,1970,1,CAL,AL,17,18,0,3,1,0,0,1,0,0,1,9,0,0,3,0,0 +brandro01,1970,1,MON,NL,72,126,10,30,2,3,0,9,2,1,9,16,0,0,4,1,0 +bravoan01,1970,1,CIN,NL,65,65,10,18,1,1,0,3,0,1,9,13,0,0,4,0,0 +brettke01,1970,1,BOS,AL,41,41,8,13,3,0,2,3,0,0,2,7,0,1,1,0,1 +breweji01,1970,1,LAN,NL,58,12,0,1,0,0,0,1,1,0,1,6,0,0,1,0,0 +briggjo02,1970,1,PHI,NL,110,341,43,92,15,7,9,47,5,4,39,65,5,0,4,3,14 +brilene01,1970,1,SLN,NL,30,39,4,7,1,2,0,3,0,0,1,14,0,0,3,0,0 +brinkch01,1970,1,CHA,AL,9,20,4,5,1,0,0,0,0,0,3,3,0,0,0,0,0 +brinked01,1970,1,WS2,AL,158,625,63,164,17,2,1,40,8,9,60,41,0,5,1,4,15 +brocklo01,1970,1,SLN,NL,155,664,114,202,29,5,13,57,51,15,60,99,12,1,1,3,10 +brookbo01,1970,1,OAK,AL,7,18,2,6,1,0,2,5,0,1,1,7,0,0,0,0,0 +brownby01,1970,1,PHI,NL,104,270,29,67,17,2,10,36,1,2,33,72,5,0,1,3,12 +brownga01,1970,1,DET,AL,81,124,18,28,3,0,3,24,0,0,20,14,0,1,0,3,3 +brownik01,1970,1,DET,AL,56,94,17,27,5,0,4,15,0,0,13,26,0,1,4,1,2 +brownja01,1970,1,WS2,AL,24,13,1,2,0,0,0,0,0,0,0,5,0,0,0,0,0 +brownla01,1970,1,CLE,AL,72,155,17,40,5,2,0,15,1,0,20,14,1,0,3,2,6 +brownol02,1970,1,SDN,NL,139,534,79,156,34,1,23,89,5,3,34,78,8,0,3,6,14 +brownos01,1970,1,ATL,NL,28,47,6,18,2,1,1,7,0,2,7,7,0,1,1,1,1 +brownra02,1970,1,CAL,AL,5,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brubabr01,1970,1,ML4,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brunege01,1970,1,WS2,AL,24,38,4,6,1,0,1,4,0,0,1,21,0,1,4,0,0 +brunege01,1970,2,PIT,NL,12,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +bryando01,1970,1,HOU,NL,15,24,2,5,0,0,0,3,0,0,1,8,0,0,0,1,0 +bryanro01,1970,1,SFN,NL,34,27,0,3,0,0,0,2,0,0,1,7,0,0,2,0,0 +bryest01,1970,1,MIN,AL,9,11,1,2,1,0,0,2,0,0,2,4,0,0,0,0,0 +bucknbi01,1970,1,LAN,NL,28,68,6,13,3,1,0,4,0,1,3,7,1,0,0,0,0 +bufordo01,1970,1,BAL,AL,144,504,99,137,15,2,17,66,16,8,109,55,8,8,3,5,1 +bunkewa01,1970,1,KCA,AL,24,31,3,2,0,0,0,1,0,0,7,13,0,0,1,0,0 +bunniji01,1970,1,PHI,NL,35,71,1,9,0,0,0,6,0,0,2,18,0,0,3,1,2 +burbabi01,1970,1,NYA,AL,4,5,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +burdabo01,1970,1,SFN,NL,28,23,1,6,0,0,0,3,0,0,5,2,2,1,0,0,0 +burdabo01,1970,2,ML4,AL,78,222,19,55,9,0,4,20,1,0,16,17,1,3,2,3,5 +burgmto01,1970,1,KCA,AL,42,14,1,2,0,0,0,0,0,0,1,5,0,0,1,0,0 +burroje01,1970,1,WS2,AL,6,12,1,2,0,0,0,1,0,0,2,5,0,0,0,0,0 +butlebi02,1970,1,KCA,AL,25,44,0,2,0,0,0,2,0,0,4,31,0,0,1,0,1 +cainle01,1970,1,DET,AL,29,68,2,11,1,0,1,9,0,0,1,18,0,0,3,0,1 +callijo01,1970,1,CHN,NL,147,477,65,126,23,2,19,68,7,2,60,63,11,3,0,3,10 +cambrfr01,1970,1,PIT,NL,6,10,1,2,0,0,0,1,0,0,2,1,0,0,2,0,1 +camillo01,1970,1,CLE,AL,16,15,0,0,0,0,0,0,0,0,2,2,0,0,0,0,1 +campabe01,1970,1,OAK,AL,147,603,97,168,28,4,22,64,42,10,36,73,1,4,3,4,5 +campaji01,1970,1,KCA,AL,31,54,6,7,0,0,2,2,0,0,4,14,1,1,0,0,4 +campbda01,1970,1,SDN,NL,154,581,71,127,28,2,12,40,18,6,40,115,2,1,9,4,7 +campbji02,1970,1,SLN,NL,13,13,0,3,0,0,0,1,0,0,0,3,0,0,0,0,0 +campisa01,1970,1,SLN,NL,37,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +cannich01,1970,1,SDN,NL,111,341,27,95,13,3,5,42,2,7,48,49,8,1,4,3,9 +carbobe01,1970,1,CIN,NL,125,365,54,113,19,3,21,63,10,4,94,77,9,4,2,2,6 +cardejo02,1970,1,SLN,NL,148,552,73,162,32,6,10,74,26,9,45,70,0,1,1,0,14 +cardele01,1970,1,MIN,AL,160,588,67,145,34,4,11,65,2,5,42,101,2,4,13,2,11 +cardwdo01,1970,1,NYN,NL,16,5,0,0,0,0,0,1,0,0,0,3,0,0,0,1,0 +cardwdo01,1970,2,ATL,NL,16,5,1,2,0,0,0,0,0,0,0,3,0,0,0,0,0 +carewro01,1970,1,MIN,AL,51,191,27,70,12,3,4,28,4,6,11,28,0,2,0,0,1 +carloci01,1970,1,WS2,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +carltst01,1970,1,SLN,NL,34,80,4,16,2,0,0,4,1,1,1,28,0,4,3,0,1 +carrido01,1970,1,SFN,NL,11,6,0,0,0,0,0,0,0,0,1,4,0,0,0,0,0 +carrocl02,1970,1,CIN,NL,65,14,1,1,0,0,0,0,0,0,1,4,0,0,0,0,1 +cartyri01,1970,1,ATL,NL,136,478,84,175,23,3,25,101,1,2,77,46,6,2,0,3,19 +casanpa01,1970,1,WS2,AL,104,328,25,75,17,3,6,30,0,0,10,47,2,1,0,4,5 +cashda01,1970,1,PIT,NL,64,210,30,66,7,6,1,28,5,2,17,25,3,1,0,2,9 +cashno01,1970,1,DET,AL,130,370,58,96,18,2,15,53,0,1,72,58,6,5,0,5,16 +caterda01,1970,1,NYA,AL,155,582,64,175,26,5,6,76,4,2,34,44,6,2,1,2,19 +cedence01,1970,1,HOU,NL,90,355,46,110,21,4,7,42,17,4,15,57,2,2,3,2,8 +cepedor01,1970,1,ATL,NL,148,567,87,173,33,0,34,111,6,5,47,75,11,9,0,4,15 +champbi01,1970,1,PHI,NL,7,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +chancde01,1970,1,CLE,AL,45,42,1,3,0,0,0,3,0,0,2,32,0,0,4,1,0 +chancde01,1970,2,NYN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chaneda01,1970,1,CIN,NL,57,95,7,22,3,0,1,4,1,1,3,26,1,1,2,0,0 +chlupbo01,1970,1,SLN,NL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chrisbo01,1970,1,CHA,AL,12,15,3,4,0,0,1,3,0,0,1,4,0,0,0,0,0 +clarkho01,1970,1,NYA,AL,158,686,81,172,24,2,4,46,23,7,35,35,5,2,2,7,12 +clemero01,1970,1,PIT,NL,108,412,65,145,22,10,14,60,3,0,38,66,14,2,1,2,7 +clenddo01,1970,1,NYN,NL,121,396,65,114,18,3,22,97,4,1,39,91,4,1,0,7,15 +clevere01,1970,1,SLN,NL,16,4,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +clinege01,1970,1,PIT,NL,31,37,4,15,2,0,0,3,2,1,2,5,0,0,0,0,2 +clinety01,1970,1,MON,NL,2,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +clinety01,1970,2,CIN,NL,48,63,13,17,7,1,0,8,1,2,12,11,1,0,3,0,0 +clonito01,1970,1,CIN,NL,30,47,7,10,2,0,2,3,0,0,0,16,0,0,2,0,1 +colbena01,1970,1,SDN,NL,156,572,84,148,17,6,38,86,3,5,56,150,8,4,1,3,11 +colbevi01,1970,1,CLE,AL,23,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +colboji01,1970,1,CHN,NL,34,15,0,1,0,0,0,1,0,0,1,11,0,0,1,0,0 +colemjo05,1970,1,WS2,AL,39,67,5,8,1,0,0,6,0,0,12,28,0,1,4,0,2 +collike01,1970,1,DET,AL,25,24,2,5,1,0,1,3,0,0,1,10,0,0,0,0,0 +colpadi01,1970,1,PIT,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +colsolo01,1970,1,NYA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +comerwa01,1970,1,ML4,AL,13,17,1,1,0,0,0,1,0,0,0,3,0,0,0,0,1 +comerwa01,1970,2,WS2,AL,77,129,21,30,4,0,0,8,4,1,22,16,0,1,1,1,2 +comptmi01,1970,1,PHI,NL,47,110,8,18,0,1,1,7,0,0,9,22,3,2,0,0,1 +conceda01,1970,1,CIN,NL,101,265,38,69,6,3,1,19,10,2,23,45,5,3,3,2,10 +conigbi01,1970,1,BOS,AL,114,398,59,108,16,3,18,58,3,7,35,73,0,7,1,3,12 +conigto01,1970,1,BOS,AL,146,560,89,149,20,1,36,116,4,2,43,93,4,8,0,6,11 +cookro02,1970,1,HOU,NL,43,17,2,4,0,2,0,1,0,0,1,11,0,0,1,0,0 +coombda01,1970,1,SDN,NL,35,52,3,5,2,0,0,1,0,0,3,29,0,0,7,0,1 +corkimi01,1970,1,SDN,NL,25,37,6,8,1,0,1,4,0,0,2,23,0,0,5,0,1 +corrapa01,1970,1,CIN,NL,43,106,9,25,5,1,1,10,0,0,8,22,1,0,0,0,4 +cosmaji01,1970,1,CHN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cowanbi01,1970,1,CAL,AL,68,134,20,37,9,1,5,25,0,1,11,29,2,1,0,0,2 +coxca01,1970,1,WS2,AL,37,58,1,7,0,0,0,2,0,0,1,30,0,0,7,0,0 +coxte01,1970,1,CAL,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +crawfwi01,1970,1,LAN,NL,109,299,48,70,8,6,8,40,4,4,33,88,4,2,0,2,5 +crideje01,1970,1,CHA,AL,32,24,2,2,1,0,0,0,0,0,0,5,0,0,2,0,1 +crosbed01,1970,1,SLN,NL,38,95,9,24,4,1,0,6,0,0,7,5,0,1,1,1,1 +crowlte01,1970,1,BAL,AL,83,152,25,39,5,0,5,20,2,0,35,26,3,0,2,1,5 +cruzjo01,1970,1,SLN,NL,6,17,2,6,1,0,0,1,0,0,4,0,0,1,0,0,1 +cuellmi01,1970,1,BAL,AL,41,112,6,10,1,0,2,7,0,0,2,48,0,0,9,0,0 +culleti01,1970,1,WS2,AL,123,262,22,56,10,2,1,18,3,2,31,38,6,3,2,3,10 +culpra01,1970,1,BOS,AL,33,97,3,12,1,0,0,4,0,0,3,39,0,0,5,0,2 +culvege01,1970,1,SLN,NL,11,17,2,3,0,1,0,6,1,0,0,5,0,0,1,2,0 +culvege01,1970,2,HOU,NL,32,4,1,1,0,0,0,0,0,0,0,2,0,0,1,0,0 +cumbejo01,1970,1,NYA,AL,15,17,0,1,0,0,0,2,0,0,0,12,0,0,3,0,0 +cumbejo01,1970,2,SFN,NL,7,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +curtijo01,1970,1,BOS,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dalcabr01,1970,1,PIT,NL,41,16,0,0,0,0,0,0,0,0,2,9,0,1,1,0,1 +dalrycl01,1970,1,BAL,AL,13,32,4,7,1,0,1,3,0,0,7,4,2,0,0,1,0 +davalvi01,1970,1,SLN,NL,111,183,29,57,14,3,1,33,4,1,13,19,1,0,2,1,4 +davanje01,1970,1,SLN,NL,11,18,2,2,1,0,0,0,0,0,2,5,0,0,0,0,1 +davenji01,1970,1,SFN,NL,22,37,3,9,1,0,0,4,0,0,7,6,1,0,1,1,0 +davisbr02,1970,1,CHN,NL,6,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +davismi01,1970,1,SFN,NL,31,1,1,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +davisto02,1970,1,HOU,NL,57,213,24,60,12,2,3,30,8,3,7,25,1,0,0,0,3 +davisto02,1970,2,OAK,AL,66,200,17,58,9,1,1,27,2,4,8,18,1,1,2,2,4 +davisto02,1970,3,CHN,NL,11,42,4,11,2,0,2,8,0,0,1,1,0,0,0,0,0 +daviswi02,1970,1,LAN,NL,146,593,92,181,23,16,8,93,38,14,29,54,2,1,8,6,6 +daybo01,1970,1,CHN,NL,11,8,2,2,0,0,0,0,0,0,0,3,0,0,0,0,1 +daybo01,1970,2,MON,NL,41,108,14,29,4,0,0,5,3,2,6,18,2,0,4,0,2 +deanto01,1970,1,SDN,NL,61,158,18,35,5,1,2,13,2,0,11,29,3,0,7,1,4 +deckejo01,1970,1,CHN,NL,24,34,3,6,1,0,1,3,0,0,2,16,0,0,2,0,0 +dempsri01,1970,1,MIN,AL,5,7,1,0,0,0,0,0,0,0,1,1,0,0,0,0,1 +derrimi01,1970,1,BOS,AL,24,33,3,7,1,0,0,5,0,1,0,11,0,0,0,1,1 +didiebo01,1970,1,ATL,NL,57,168,9,25,2,1,0,7,1,0,12,11,4,1,2,0,3 +dierkla01,1970,1,HOU,NL,37,92,7,16,2,0,0,4,0,0,1,37,0,0,9,1,2 +dietzdi01,1970,1,SFN,NL,148,493,82,148,36,2,22,107,0,1,109,106,10,3,2,5,16 +dilauja01,1970,1,HOU,NL,43,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +dillmbi01,1970,1,MON,NL,18,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +dobsoch01,1970,1,OAK,AL,41,93,4,11,1,0,0,8,0,0,1,12,0,0,5,0,4 +dobsopa01,1970,1,SDN,NL,40,71,5,10,1,0,0,4,0,1,5,17,0,1,19,0,2 +donaljo01,1970,1,OAK,AL,41,89,4,22,2,1,1,11,1,0,9,6,3,0,0,0,3 +downial01,1970,1,OAK,AL,10,11,0,2,0,0,0,1,0,0,0,5,0,0,1,0,0 +downial01,1970,2,ML4,AL,17,24,0,2,0,0,0,1,0,0,0,12,0,0,7,0,0 +doylede01,1970,1,PHI,NL,112,413,43,86,10,7,2,16,6,5,33,64,3,0,1,2,6 +doylepa01,1970,1,CAL,AL,40,3,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +doylepa01,1970,2,SDN,NL,9,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +drabomo01,1970,1,KCA,AL,24,4,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +drabomo01,1970,2,BAL,AL,21,5,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +dragodi01,1970,1,KCA,AL,35,76,2,4,0,0,0,1,0,0,2,44,0,0,9,0,0 +driscji01,1970,1,OAK,AL,21,52,2,10,0,0,1,2,0,0,2,15,0,1,1,0,1 +duffyfr01,1970,1,CIN,NL,6,11,1,2,2,0,0,0,1,0,1,2,0,0,0,0,0 +dukesja01,1970,1,WS2,AL,5,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dukesto01,1970,1,SDN,NL,53,7,0,0,0,0,0,0,0,0,0,5,0,0,0,0,0 +duncada01,1970,1,OAK,AL,86,232,21,60,7,0,10,29,0,0,22,38,2,0,2,2,5 +dunegji01,1970,1,CHN,NL,10,4,0,1,1,0,0,2,0,0,0,2,0,0,0,0,0 +dunnist01,1970,1,CLE,AL,19,31,0,5,0,0,0,1,0,0,1,14,0,0,3,0,0 +dyerdu01,1970,1,NYN,NL,59,148,8,31,1,0,2,12,1,1,21,32,4,0,1,0,5 +eddydo01,1970,1,CHA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +edwardo01,1970,1,PHI,NL,35,78,5,21,0,0,0,6,0,0,4,10,3,1,3,0,4 +edwarjo01,1970,1,HOU,NL,140,458,46,101,16,4,7,49,1,0,51,63,16,1,3,2,9 +eganto01,1970,1,CAL,AL,79,210,14,50,6,0,4,20,0,0,14,67,1,1,1,2,4 +ellisdo01,1970,1,PIT,NL,38,70,9,7,1,0,0,1,1,0,2,37,0,0,4,0,0 +ellisjo01,1970,1,NYA,AL,78,226,24,56,12,1,7,29,0,1,18,47,0,2,0,3,5 +ellswdi01,1970,1,CLE,AL,29,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +ellswdi01,1970,2,ML4,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +epstemi01,1970,1,WS2,AL,140,430,55,110,15,3,20,56,2,3,73,117,6,9,0,6,7 +etchean01,1970,1,BAL,AL,78,230,19,56,10,1,4,28,4,1,21,41,2,3,0,2,10 +evansda01,1970,1,ATL,NL,12,44,4,14,1,1,0,9,0,0,7,5,0,1,0,0,2 +faireji01,1970,1,MON,NL,92,211,35,51,9,3,3,25,1,3,14,38,4,2,2,2,5 +fairlro01,1970,1,MON,NL,119,385,54,111,19,0,15,61,10,2,72,64,9,4,6,4,9 +fanzoca01,1970,1,BOS,AL,10,15,0,3,1,0,0,3,0,0,2,2,0,1,0,1,1 +faulbi01,1970,1,SFN,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fergujo01,1970,1,LAN,NL,5,4,0,1,0,0,0,1,0,0,2,2,0,0,0,1,0 +fernafr01,1970,1,OAK,AL,94,252,30,54,5,0,15,44,1,0,40,76,4,2,0,0,6 +ferraal01,1970,1,SDN,NL,138,372,44,103,15,4,13,51,0,0,46,63,2,11,0,1,8 +fingero01,1970,1,OAK,AL,45,39,1,4,0,0,1,1,0,0,2,11,0,0,4,0,1 +fioremi01,1970,1,KCA,AL,25,72,6,13,2,0,0,4,1,1,13,24,0,0,0,0,1 +fioremi01,1970,2,BOS,AL,41,50,5,7,0,0,0,4,0,0,8,4,1,0,0,1,1 +fisheed02,1970,1,CAL,AL,67,11,1,1,0,0,0,0,0,0,0,3,0,0,3,0,0 +fitzmal01,1970,1,KCA,AL,45,31,5,9,4,0,0,5,0,0,3,9,0,0,0,0,0 +floydbo01,1970,1,BAL,AL,3,2,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +floydbo01,1970,2,KCA,AL,14,43,5,14,4,0,0,9,0,1,4,9,0,0,0,1,0 +foliti01,1970,1,NYN,NL,5,11,0,4,0,0,0,1,0,0,0,2,0,0,0,0,0 +folkeri01,1970,1,NYN,NL,16,6,1,2,0,0,0,0,0,0,0,4,0,0,0,0,0 +fordte01,1970,1,CLE,AL,26,46,5,8,1,0,1,1,0,0,3,13,0,0,1,0,0 +forscke01,1970,1,HOU,NL,4,6,0,0,0,0,0,0,0,0,0,4,0,0,3,0,0 +fossera01,1970,1,CLE,AL,120,450,62,138,17,1,18,61,1,5,39,55,5,1,4,3,9 +fosteal01,1970,1,LAN,NL,33,64,4,7,0,0,0,6,0,0,5,13,0,0,8,1,1 +fostege01,1970,1,SFN,NL,9,19,2,6,1,1,1,4,0,0,2,5,1,0,0,0,1 +fostero01,1970,1,CLE,AL,139,477,66,128,26,0,23,60,3,3,54,75,4,12,1,1,15 +foyjo01,1970,1,NYN,NL,99,322,39,76,12,0,6,37,22,13,68,58,5,4,2,3,4 +francti01,1970,1,OAK,AL,32,33,2,8,0,0,1,6,0,0,6,6,1,1,1,0,4 +francti01,1970,2,ML4,AL,52,65,4,15,3,0,0,4,1,0,6,15,1,0,2,0,0 +freedro01,1970,1,BAL,AL,4,13,0,2,0,0,0,1,0,0,3,4,0,0,0,1,0 +freehbi01,1970,1,DET,AL,117,395,44,95,17,3,16,52,0,3,52,48,5,4,3,4,11 +fregoji01,1970,1,CAL,AL,158,601,95,167,33,5,22,82,0,2,69,92,3,3,2,4,7 +frencji01,1970,1,WS2,AL,69,166,20,35,3,1,1,13,0,1,38,23,2,0,2,0,5 +friseda01,1970,1,NYN,NL,30,13,0,4,0,0,0,1,0,0,1,4,0,0,1,0,0 +frymawo01,1970,1,PHI,NL,27,39,2,5,0,0,0,1,0,0,0,12,0,0,3,0,0 +fuentti01,1970,1,SFN,NL,123,435,49,116,13,7,2,32,4,5,36,52,3,3,10,6,7 +fulleve01,1970,1,CLE,AL,29,33,3,6,2,0,1,2,0,0,3,9,0,0,0,0,0 +gabrile02,1970,1,LAN,NL,43,42,1,8,2,0,0,6,0,0,1,15,0,0,0,1,0 +gagliph01,1970,1,SLN,NL,18,32,0,6,0,0,0,2,0,1,1,3,0,0,0,0,0 +gagliph01,1970,2,CHN,NL,26,40,5,6,0,0,0,5,0,0,5,5,0,0,1,0,1 +gallaal01,1970,1,SFN,NL,109,282,31,75,15,2,4,28,2,1,30,37,4,0,5,1,9 +gamblos01,1970,1,PHI,NL,88,275,31,72,12,4,1,19,5,4,27,37,3,1,2,0,8 +garbege01,1970,1,PIT,NL,14,3,1,2,0,0,0,0,0,0,0,0,0,0,0,0,0 +gardnro01,1970,1,NYA,AL,1,3,0,1,1,0,0,0,0,0,0,1,0,0,0,0,0 +garread01,1970,1,CHN,NL,3,3,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +garregr01,1970,1,CAL,AL,32,15,0,1,0,0,0,0,0,0,1,9,0,0,1,0,0 +garrewa01,1970,1,NYN,NL,114,366,74,93,17,4,12,45,5,1,81,60,6,2,3,2,4 +garrigi01,1970,1,ATL,NL,101,367,38,97,5,4,1,19,0,2,15,16,3,0,3,4,18 +garrra01,1970,1,ATL,NL,37,96,18,27,3,0,0,8,5,2,5,12,1,0,0,1,3 +garvest01,1970,1,LAN,NL,34,93,8,25,5,0,1,6,1,1,6,17,0,0,0,1,3 +gasparo01,1970,1,NYN,NL,11,14,4,0,0,0,0,0,1,0,1,4,0,0,0,0,0 +gastoci01,1970,1,SDN,NL,146,584,92,186,26,9,29,93,4,1,41,142,2,2,0,2,16 +gatewau01,1970,1,ATL,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +geigega01,1970,1,HOU,NL,5,4,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +gelnajo01,1970,1,ML4,AL,53,12,1,1,0,0,0,0,0,0,1,6,0,0,0,0,0 +gentrga01,1970,1,NYN,NL,32,59,2,4,2,0,0,2,0,1,5,39,0,0,5,0,0 +geronce01,1970,1,HOU,NL,47,37,5,9,0,0,0,2,0,0,2,5,0,1,1,1,2 +gibbojo01,1970,1,PIT,NL,41,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +gibbsja01,1970,1,NYA,AL,49,153,23,46,9,2,8,26,2,0,7,14,1,1,0,2,4 +gibsobo01,1970,1,SLN,NL,40,109,14,33,3,1,2,19,0,2,8,25,0,0,6,1,4 +gibsoru01,1970,1,SFN,NL,24,69,3,16,6,0,0,6,0,0,7,12,1,0,0,0,4 +gilgu01,1970,1,ML4,AL,64,119,12,22,4,0,1,12,2,0,21,12,4,0,4,2,3 +giustda01,1970,1,PIT,NL,66,16,1,3,0,1,0,3,0,0,3,6,0,0,1,0,0 +gladdfr01,1970,1,HOU,NL,63,6,0,0,0,0,0,0,0,0,0,6,0,0,1,0,0 +gogolbi01,1970,1,WS2,AL,8,7,0,0,0,0,0,0,0,0,1,4,0,0,2,0,0 +gonzato01,1970,1,ATL,NL,123,430,57,114,18,2,7,55,3,5,46,45,10,8,0,3,10 +gonzato01,1970,2,CAL,AL,26,92,9,28,2,0,1,12,3,2,2,11,0,1,2,0,3 +goodsed01,1970,1,SFN,NL,7,11,1,3,0,0,0,0,0,0,0,2,0,0,0,0,0 +goossgr01,1970,1,ML4,AL,21,47,3,12,3,0,1,3,0,0,10,12,0,2,0,0,1 +goossgr01,1970,2,WS2,AL,21,36,2,8,3,0,0,1,0,0,2,8,0,0,0,1,1 +gosgeji01,1970,1,MON,NL,91,274,38,72,11,2,5,37,5,3,35,35,3,1,2,0,4 +grababi01,1970,1,LAN,NL,156,529,92,153,20,8,17,84,19,9,95,149,8,6,3,7,8 +grangwa01,1970,1,CIN,NL,67,10,0,1,0,0,0,0,0,0,0,4,0,0,0,0,0 +grantmu01,1970,1,OAK,AL,72,9,0,2,0,0,0,1,0,0,5,1,0,0,5,0,0 +grantmu01,1970,2,PIT,NL,8,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1 +greendi01,1970,1,OAK,AL,135,384,34,73,7,0,4,29,3,0,38,73,5,3,5,2,13 +grichbo01,1970,1,BAL,AL,30,95,11,20,1,3,0,8,1,1,9,21,0,0,0,0,2 +grievto01,1970,1,WS2,AL,47,116,12,23,5,1,3,10,0,0,14,38,0,1,0,0,1 +griffdo01,1970,1,CAL,AL,18,55,2,7,1,0,0,4,0,0,6,5,1,0,1,0,3 +griffto02,1970,1,HOU,NL,23,33,1,2,1,0,0,1,0,0,1,13,0,0,4,0,0 +groteje01,1970,1,NYN,NL,126,415,38,106,14,1,2,34,2,1,36,39,8,1,6,5,14 +grzenjo01,1970,1,WS2,AL,49,12,0,0,0,0,0,0,0,0,0,11,0,0,0,0,0 +gulledo01,1970,1,CIN,NL,44,19,3,4,0,1,0,2,1,0,1,6,0,0,0,0,0 +gurala01,1970,1,CHN,NL,20,10,0,0,0,0,0,0,0,0,0,5,0,0,1,0,0 +gutiece01,1970,1,DET,AL,135,415,40,101,11,6,0,22,4,3,18,39,6,1,14,3,8 +guzmasa01,1970,1,SLN,NL,8,5,1,1,0,0,0,1,0,0,0,1,0,0,0,0,0 +haguejo01,1970,1,SLN,NL,139,451,58,122,16,4,14,68,2,1,63,87,3,1,4,5,12 +hahndo01,1970,1,MON,NL,82,149,22,38,8,0,0,8,4,2,27,27,1,2,8,1,1 +halldi01,1970,1,BAL,AL,32,12,2,1,0,0,0,1,0,0,0,3,0,0,1,0,1 +halleto01,1970,1,LAN,NL,112,325,47,93,16,6,10,47,3,0,32,35,7,2,3,3,6 +hallji02,1970,1,CHN,NL,28,32,2,3,1,0,0,1,0,0,4,12,1,0,0,0,0 +hallji02,1970,2,ATL,NL,39,47,7,10,2,0,2,4,0,0,2,14,1,0,0,0,1 +hallto01,1970,1,MIN,AL,53,44,4,8,0,0,0,1,0,0,0,9,0,0,6,0,1 +hamilst01,1970,1,NYA,AL,35,6,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +hamilst01,1970,2,CHA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hammpe01,1970,1,MIN,AL,10,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +handri01,1970,1,CLE,AL,35,41,2,6,0,0,0,5,0,0,1,11,0,0,5,2,0 +handsbi01,1970,1,CHN,NL,39,75,6,10,2,0,0,6,0,0,15,33,0,0,9,2,0 +haneyla01,1970,1,OAK,AL,2,2,2,0,0,0,0,0,0,0,2,1,0,0,0,0,0 +hannaji01,1970,1,WS2,AL,42,31,1,4,0,0,0,1,0,0,1,13,0,1,2,0,0 +hansero02,1970,1,NYA,AL,59,91,13,27,4,0,4,14,0,1,19,9,0,1,1,1,1 +hardiji01,1970,1,BAL,AL,36,45,2,3,0,1,0,4,0,0,4,21,0,0,2,0,1 +hargast01,1970,1,CLE,AL,28,45,4,5,1,0,0,0,0,0,1,15,0,0,8,0,0 +harmote01,1970,1,PHI,NL,71,129,16,32,2,4,0,7,6,3,12,22,1,1,3,1,0 +harpeto01,1970,1,ML4,AL,154,604,104,179,35,4,31,82,38,16,77,107,5,4,3,4,8 +harrebu01,1970,1,NYN,NL,157,564,72,137,18,8,1,42,23,4,95,74,4,3,12,8,9 +harreke01,1970,1,CLE,AL,17,39,3,11,1,0,1,1,0,0,6,4,0,0,0,0,1 +harribu03,1970,1,HOU,NL,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hartech01,1970,1,PIT,NL,17,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hartech01,1970,2,SLN,NL,6,2,0,0,0,0,0,0,0,0,1,2,0,0,0,0,0 +hartech01,1970,3,BOS,AL,17,2,0,0,0,0,0,0,0,0,1,2,0,0,0,0,0 +hartji01,1970,1,SFN,NL,76,255,30,72,12,1,8,37,0,0,30,29,6,3,0,4,13 +haydeha01,1970,1,MIN,AL,4,3,2,2,1,0,1,1,0,0,0,1,0,0,0,0,0 +hebneri01,1970,1,PIT,NL,120,420,60,122,24,8,11,46,2,3,42,48,5,7,3,3,8 +hedlumi01,1970,1,KCA,AL,9,4,0,0,0,0,0,0,0,0,0,4,0,0,1,0,0 +heganmi01,1970,1,ML4,AL,148,476,70,116,21,2,11,52,9,7,67,116,3,1,8,4,9 +heideja01,1970,1,CLE,AL,133,445,44,94,14,2,6,37,2,4,34,88,8,2,4,10,7 +heisebo01,1970,1,SFN,NL,67,154,15,36,5,1,1,22,0,1,5,13,0,0,5,1,3 +helmsto01,1970,1,CIN,NL,150,575,42,136,21,1,1,45,2,2,21,33,4,0,5,4,18 +hendeke01,1970,1,SFN,NL,148,554,104,163,35,3,17,88,20,3,87,78,9,5,1,2,14 +hendrel01,1970,1,BAL,AL,106,322,32,78,9,0,12,41,1,0,33,44,4,4,2,4,4 +henniph01,1970,1,CLE,AL,42,7,1,1,1,0,0,1,0,0,2,3,0,1,2,0,0 +herbero01,1970,1,SDN,NL,64,13,0,0,0,0,0,0,0,0,1,8,0,0,0,0,0 +herbero01,1970,2,NYN,NL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hermore01,1970,1,MON,NL,4,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hernaja01,1970,1,KCA,AL,83,238,14,55,4,1,2,10,1,3,15,50,0,2,6,1,5 +herrejo01,1970,1,MON,NL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +herrmed01,1970,1,CHA,AL,96,297,42,84,9,0,19,52,0,1,31,41,3,3,2,0,5 +hershmi01,1970,1,ML4,AL,49,98,7,23,5,0,1,6,1,2,10,8,0,0,0,0,4 +hiattja01,1970,1,MON,NL,17,43,4,14,2,0,0,7,0,0,14,14,0,0,0,0,1 +hiattja01,1970,2,CHN,NL,66,178,19,43,12,1,2,22,0,0,31,48,2,0,5,1,6 +hickmji02,1970,1,CHN,NL,149,514,102,162,33,4,32,115,0,1,93,99,8,1,2,3,10 +hicksji01,1970,1,CAL,AL,4,4,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +higgide01,1970,1,CLE,AL,58,12,1,3,0,0,0,1,0,0,2,4,0,0,1,0,1 +hilgeto01,1970,1,SLN,NL,23,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hillejo01,1970,1,DET,AL,47,23,0,0,0,0,0,0,0,0,1,9,0,0,1,0,0 +hillhe02,1970,1,MIN,AL,27,22,8,2,0,0,0,0,0,0,0,6,0,0,1,0,0 +hintoch01,1970,1,CLE,AL,107,195,24,62,4,0,9,29,0,2,25,34,1,0,2,2,3 +hislela01,1970,1,PHI,NL,126,405,52,83,22,4,10,44,5,5,53,139,2,3,3,4,9 +hoernjo01,1970,1,PHI,NL,44,10,0,2,1,0,0,0,0,0,2,4,0,0,0,0,0 +holtji01,1970,1,MIN,AL,142,319,37,85,9,3,3,40,3,1,17,32,3,0,1,4,9 +holtzke01,1970,1,CHN,NL,40,105,6,21,5,0,0,6,0,0,5,22,0,0,8,0,3 +hopkiga01,1970,1,CHA,AL,116,287,32,82,8,1,6,29,0,0,28,19,5,1,0,5,5 +horlejo01,1970,1,CHA,AL,28,52,2,6,1,0,0,1,0,0,2,14,0,0,5,0,2 +hortoto01,1970,1,CLE,AL,115,413,48,111,19,3,17,59,3,2,30,54,5,4,0,5,18 +hortowi01,1970,1,DET,AL,96,371,53,113,18,2,17,69,0,1,28,43,6,2,0,3,7 +hosleti01,1970,1,DET,AL,7,12,1,2,0,0,1,2,0,0,0,6,0,0,0,1,0 +houghch01,1970,1,LAN,NL,8,3,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +hovlest01,1970,1,ML4,AL,40,135,17,38,9,0,0,16,5,1,17,11,1,1,0,0,4 +hovlest01,1970,2,OAK,AL,72,100,8,19,1,0,0,1,3,0,5,11,1,0,0,0,2 +howarfr01,1970,1,WS2,AL,161,566,90,160,15,1,44,126,1,2,132,125,29,2,0,6,23 +howarla01,1970,1,HOU,NL,31,88,11,27,6,0,2,16,0,0,10,23,3,0,0,0,2 +hraboal01,1970,1,SLN,NL,16,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hughete01,1970,1,CHN,NL,2,3,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +humphbo01,1970,1,WS2,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +humphbo01,1970,2,ML4,AL,23,9,0,0,0,0,0,0,0,0,1,4,0,0,1,0,0 +hundlra01,1970,1,CHN,NL,73,250,13,61,5,0,7,36,0,1,16,52,0,0,4,1,5 +hunteca01,1970,1,OAK,AL,43,90,10,18,4,1,1,6,0,0,2,23,0,0,6,1,1 +huntro01,1970,1,SFN,NL,117,367,70,103,17,1,6,41,1,2,44,29,1,26,3,2,9 +huntzst01,1970,1,SDN,NL,106,352,54,77,8,0,11,37,0,3,66,69,1,1,5,3,5 +huttoji01,1970,1,PHI,NL,57,92,7,17,2,0,3,12,0,0,5,20,0,0,2,2,3 +jacksgr01,1970,1,PHI,NL,52,44,9,4,0,0,0,1,0,0,1,15,0,1,1,0,1 +jacksmi01,1970,1,PHI,NL,5,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +jacksre01,1970,1,OAK,AL,149,426,57,101,21,2,23,66,26,17,75,135,11,8,2,3,10 +jacksso01,1970,1,ATL,NL,103,328,60,85,14,3,0,20,11,4,45,27,1,1,3,3,3 +jamescl01,1970,1,CHN,NL,100,176,33,37,7,2,3,14,5,0,17,24,5,5,2,0,3 +janesje01,1970,1,CHA,AL,35,66,0,5,0,0,0,5,0,0,2,31,0,0,7,0,2 +jarvipa01,1970,1,ATL,NL,36,82,6,15,2,0,0,2,0,0,2,28,0,0,11,0,0 +jarvira01,1970,1,BOS,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +jastela01,1970,1,ATL,NL,14,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +javieju01,1970,1,SLN,NL,139,513,62,129,16,3,2,42,6,4,24,70,6,1,9,4,14 +jenkife01,1970,1,CHN,NL,40,113,4,14,2,0,3,11,0,0,1,36,0,0,10,2,1 +jeterjo01,1970,1,PIT,NL,85,126,27,30,3,2,2,12,9,5,13,34,1,1,0,0,3 +johnsal01,1970,1,CAL,AL,156,614,85,202,26,6,14,86,17,2,35,68,9,7,0,3,25 +johnsba01,1970,1,CHA,AL,18,29,3,8,2,0,0,2,0,0,1,6,0,0,2,0,0 +johnsbo02,1970,1,OAK,AL,30,46,6,8,1,0,1,2,2,1,3,2,0,1,0,1,2 +johnsbo03,1970,1,KCA,AL,40,57,2,6,1,0,0,3,0,0,6,34,0,0,8,0,0 +johnsda02,1970,1,BAL,AL,149,530,68,149,27,1,10,53,2,1,66,68,8,0,3,1,11 +johnsde01,1970,1,PHI,NL,159,574,66,147,28,3,27,93,0,0,72,132,7,0,2,2,13 +johnsfr03,1970,1,SFN,NL,67,161,25,44,1,2,3,31,1,1,19,18,3,2,2,0,12 +johnsja01,1970,1,CAL,AL,119,320,34,76,10,5,11,39,1,0,24,53,6,1,3,3,7 +johnsje01,1970,1,SLN,NL,7,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +johnsje01,1970,2,SFN,NL,33,15,0,1,0,0,0,0,0,0,0,5,0,0,0,0,0 +johnsji03,1970,1,SFN,NL,3,2,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +johnske02,1970,1,MON,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnto01,1970,1,CHA,AL,38,84,4,17,1,0,0,5,0,0,2,17,0,1,9,0,3 +jonescl01,1970,1,NYN,NL,134,506,71,140,25,8,10,63,12,3,57,87,2,5,0,6,26 +jonesda03,1970,1,DET,AL,89,191,29,42,7,0,6,21,1,1,33,33,4,1,1,3,3 +jonesga01,1970,1,NYA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jonesma01,1970,1,MON,NL,108,271,51,65,11,3,14,32,5,3,59,74,0,13,1,1,2 +jorgemi01,1970,1,NYN,NL,76,87,15,17,3,1,3,4,2,2,10,23,1,0,1,0,0 +josepdu01,1970,1,CHA,AL,96,285,28,90,12,1,4,41,0,1,24,28,2,3,1,4,10 +josepri01,1970,1,PHI,NL,71,119,7,27,2,1,3,10,0,0,6,28,1,0,0,0,5 +joshuvo01,1970,1,LAN,NL,72,109,23,29,1,3,1,8,2,2,6,24,2,0,0,1,0 +kaatji01,1970,1,MIN,AL,56,76,17,15,1,0,1,8,0,0,6,20,1,1,4,1,2 +kalinal01,1970,1,DET,AL,131,467,64,130,24,4,16,71,2,2,77,49,5,1,3,7,20 +kealest01,1970,1,CAL,AL,17,4,0,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +kekicmi01,1970,1,NYA,AL,26,32,2,3,0,0,0,2,0,0,2,7,0,0,2,0,0 +kellypa01,1970,1,KCA,AL,136,452,56,106,16,1,6,38,34,16,76,105,3,2,0,1,6 +kellyva01,1970,1,SDN,NL,38,89,9,15,3,0,1,9,0,1,15,21,0,0,1,0,1 +kendafr01,1970,1,SDN,NL,4,9,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0 +kenneje01,1970,1,NYA,AL,140,404,46,78,10,7,4,35,20,6,52,44,2,0,3,2,11 +kenneji01,1970,1,SLN,NL,12,24,1,3,0,0,0,0,0,0,0,0,0,0,0,0,0 +kennejo03,1970,1,ML4,AL,25,55,8,14,2,0,2,6,0,1,5,9,0,0,2,0,2 +kennejo03,1970,2,BOS,AL,43,129,15,33,7,1,4,17,0,0,6,14,1,1,1,1,2 +keougjo01,1970,1,KCA,AL,57,183,28,59,6,2,4,21,1,1,23,18,3,0,3,1,6 +kessido01,1970,1,CHN,NL,154,631,100,168,21,14,1,39,12,6,66,59,6,2,10,2,12 +kesteri01,1970,1,ATL,NL,15,9,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +kilkemi01,1970,1,DET,AL,37,39,0,3,0,0,0,1,0,0,0,19,0,0,4,1,0 +killeha01,1970,1,MIN,AL,157,527,96,143,20,1,41,113,0,3,128,84,23,2,0,8,28 +kingha01,1970,1,ATL,NL,89,204,29,53,8,0,11,30,1,0,32,41,6,2,0,1,5 +kirbycl01,1970,1,SDN,NL,36,74,4,11,1,0,0,1,0,0,5,38,0,0,3,0,0 +kirkped01,1970,1,KCA,AL,134,424,59,97,17,2,18,62,4,4,55,65,8,1,1,0,9 +klimclo01,1970,1,CLE,AL,41,56,5,9,0,0,1,2,0,0,3,9,1,1,0,1,1 +klimkro01,1970,1,NYA,AL,45,19,0,1,0,0,0,0,0,0,0,9,0,0,4,0,0 +klinero01,1970,1,ATL,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +klinest01,1970,1,NYA,AL,16,28,3,5,0,0,0,2,0,0,4,10,0,1,4,0,0 +knoopbo01,1970,1,CHA,AL,130,402,34,92,13,2,5,36,0,1,34,79,4,2,1,4,7 +knowlda01,1970,1,WS2,AL,71,20,0,1,0,0,0,1,0,0,0,9,0,1,2,0,0 +koegepe01,1970,1,ML4,AL,7,8,2,2,0,0,1,1,0,0,1,3,0,0,0,0,0 +kooncca01,1970,1,NYN,NL,13,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +kooncca01,1970,2,BOS,AL,23,21,5,2,0,0,0,3,0,0,4,8,0,0,1,1,0 +koosmje01,1970,1,NYN,NL,30,70,5,6,1,0,0,4,0,0,8,46,0,0,8,0,2 +kopacge01,1970,1,PIT,NL,10,16,1,3,0,0,0,0,0,0,0,5,0,0,1,0,0 +koscoan01,1970,1,LAN,NL,74,224,21,51,12,0,8,27,1,1,1,40,0,0,2,1,7 +kraneed01,1970,1,NYN,NL,43,47,2,8,0,0,0,3,0,0,5,2,0,0,0,0,0 +krausle02,1970,1,ML4,AL,38,65,3,9,0,1,0,4,0,1,8,31,0,0,7,0,1 +kubiate01,1970,1,ML4,AL,158,540,63,136,9,6,4,41,4,9,72,51,16,0,13,0,18 +kusnyar01,1970,1,CHA,AL,4,10,0,1,0,0,0,0,0,0,0,4,0,0,0,0,0 +laboyco01,1970,1,MON,NL,137,432,37,86,26,1,5,53,0,2,31,81,5,2,7,4,12 +lachema01,1970,1,OAK,AL,41,8,0,0,0,0,0,0,0,0,1,4,0,0,0,0,0 +lagrole01,1970,1,DET,AL,10,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lahoujo01,1970,1,BOS,AL,17,49,6,12,1,0,2,5,0,0,7,6,1,0,0,0,1 +lambjo01,1970,1,PIT,NL,23,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +lambra01,1970,1,LAN,NL,35,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +lamonge01,1970,1,DET,AL,15,44,3,13,3,1,1,4,0,0,2,9,0,1,1,0,0 +lampake01,1970,1,HOU,NL,53,72,8,17,8,1,0,5,0,0,5,24,0,1,2,0,3 +lanieha01,1970,1,SFN,NL,134,438,33,101,13,1,2,41,1,2,21,41,4,0,2,2,20 +larocda01,1970,1,CAL,AL,38,8,0,2,1,0,0,0,0,0,1,0,0,0,0,0,1 +larusto01,1970,1,OAK,AL,52,106,6,21,4,1,0,6,0,0,15,19,1,1,0,1,0 +lashefr01,1970,1,DET,AL,12,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +lashefr01,1970,2,CLE,AL,43,8,0,0,0,0,0,0,0,0,0,4,0,0,1,0,0 +lauzege01,1970,1,ML4,AL,11,10,2,2,0,0,1,4,0,0,0,1,0,0,3,0,0 +laxtobi01,1970,1,PHI,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leebi03,1970,1,BOS,AL,11,11,0,0,0,0,0,0,0,0,0,5,0,0,0,0,0 +leele02,1970,1,SLN,NL,121,264,28,60,13,1,6,23,5,1,24,66,4,1,1,4,4 +lefebji01,1970,1,LAN,NL,109,314,33,79,15,1,4,44,1,1,29,42,2,1,4,3,7 +lemasde01,1970,1,HOU,NL,39,45,3,8,0,0,1,7,0,0,5,13,0,0,3,1,0 +leoned01,1970,1,CLE,AL,152,549,58,136,20,4,10,56,1,2,47,89,2,2,23,3,11 +leonhda01,1970,1,BAL,AL,25,1,1,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +lerscba01,1970,1,PHI,NL,42,31,3,2,0,0,0,1,0,0,2,11,0,0,5,1,0 +lewisal01,1970,1,OAK,AL,25,8,8,2,0,0,1,1,7,1,0,0,0,0,1,0,0 +lindbpa01,1970,1,OAK,AL,62,6,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +linzyfr01,1970,1,SFN,NL,20,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +linzyfr01,1970,2,SLN,NL,47,7,0,0,0,0,0,0,0,0,0,5,0,0,0,0,0 +lisjo01,1970,1,PHI,NL,13,37,1,7,2,0,1,4,0,0,5,11,0,0,0,0,0 +lockebo02,1970,1,ML4,AL,28,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lockebo02,1970,2,OAK,AL,38,6,0,1,0,0,0,0,0,0,0,4,0,0,0,0,0 +lockwsk01,1970,1,ML4,AL,27,53,2,12,1,0,1,2,0,0,1,11,0,0,12,1,0 +lolicmi01,1970,1,DET,AL,42,82,4,11,0,0,0,3,1,0,12,29,0,0,7,0,3 +lonboji01,1970,1,BOS,AL,9,9,2,4,1,0,1,1,0,0,0,2,0,0,0,0,0 +lopezma01,1970,1,BAL,AL,25,13,0,1,0,0,0,0,0,0,3,11,0,0,0,0,0 +lowenjo01,1970,1,CLE,AL,17,43,5,11,3,1,1,6,1,0,1,9,0,0,0,0,1 +lummi01,1970,1,ATL,NL,123,291,25,74,17,2,7,28,3,2,17,43,0,5,2,1,3 +luzingr01,1970,1,PHI,NL,8,12,0,2,0,0,0,0,0,1,3,5,0,0,0,0,1 +lylesp01,1970,1,BOS,AL,63,13,2,0,0,0,0,1,0,0,1,2,0,0,0,0,0 +lyttlji01,1970,1,NYA,AL,87,126,20,39,7,1,3,14,3,6,10,26,1,0,2,2,2 +maddoel01,1970,1,DET,AL,109,258,30,64,13,4,3,24,2,3,30,42,1,3,1,1,6 +magnuji01,1970,1,CHA,AL,13,11,1,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +malonji01,1970,1,CIN,NL,7,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +manuech01,1970,1,MIN,AL,59,64,4,12,0,0,1,7,0,0,6,17,2,1,0,2,1 +maricju01,1970,1,SFN,NL,34,85,5,5,0,0,0,3,0,0,2,21,0,0,5,1,0 +maronlo01,1970,1,PIT,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +marshda01,1970,1,NYN,NL,92,189,21,46,10,1,6,29,4,1,17,43,0,0,0,1,4 +marshmi01,1970,1,HOU,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +marshmi01,1970,2,MON,NL,24,11,0,1,0,0,0,1,0,0,2,2,0,1,2,1,1 +martibu01,1970,1,KCA,AL,6,9,1,1,0,0,0,0,0,0,2,1,0,0,0,0,1 +martijc01,1970,1,CHN,NL,40,77,11,12,1,0,1,4,0,0,20,11,7,1,1,1,2 +martijo04,1970,1,PIT,NL,19,20,1,1,0,0,0,0,0,0,1,5,0,0,1,0,1 +martima01,1970,1,HOU,NL,75,150,12,33,3,0,0,12,0,0,9,22,0,0,0,0,3 +martite01,1970,1,NYN,NL,4,16,0,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +mashocl01,1970,1,MON,NL,13,25,2,4,0,0,1,3,0,0,4,11,2,0,0,0,0 +masondo01,1970,1,SFN,NL,46,36,4,5,0,0,0,1,0,0,5,7,0,0,0,0,3 +matchto01,1970,1,BOS,AL,10,14,2,1,0,0,0,0,0,1,2,2,0,0,0,0,0 +matchto01,1970,2,KCA,AL,55,158,11,31,3,2,0,11,0,0,5,23,2,1,1,0,8 +matiajo01,1970,1,CHA,AL,58,117,7,22,2,0,2,6,1,0,3,22,1,1,0,0,2 +maxvida01,1970,1,SLN,NL,152,399,35,80,5,2,0,28,0,0,51,56,3,0,9,7,8 +maybejo01,1970,1,HOU,NL,50,148,23,32,3,2,5,14,1,1,21,33,6,2,1,2,6 +mayca01,1970,1,CHA,AL,150,555,83,158,28,4,12,68,12,5,79,96,9,3,0,6,25 +mayda01,1970,1,BAL,AL,25,31,6,6,0,1,1,6,0,0,4,4,0,0,0,0,3 +mayda01,1970,2,ML4,AL,100,342,36,82,8,1,7,31,8,6,44,56,6,2,4,1,9 +mayele01,1970,1,WS2,AL,96,255,28,67,12,1,7,30,4,2,21,32,1,1,0,0,3 +mayele01,1970,2,CHA,AL,6,6,0,1,0,0,0,1,0,0,0,1,0,0,0,0,0 +mayje01,1970,1,PIT,NL,51,139,13,29,4,2,1,16,0,0,21,25,6,1,0,2,3 +mayle01,1970,1,CIN,NL,153,605,78,153,34,2,34,94,1,1,38,125,5,2,0,4,19 +maymi01,1970,1,PIT,NL,5,4,1,2,1,0,0,2,0,0,0,0,0,1,0,0,0 +mayru01,1970,1,CAL,AL,38,69,0,6,2,0,0,2,0,0,4,31,0,0,2,1,1 +mayswi01,1970,1,SFN,NL,139,478,94,139,15,2,28,83,5,0,79,90,3,3,0,6,7 +mazerbi01,1970,1,PIT,NL,112,367,29,84,14,0,7,39,2,0,27,40,9,2,5,3,6 +mcandji01,1970,1,NYN,NL,32,54,6,8,3,0,0,2,0,0,5,17,0,0,8,0,1 +mcauldi01,1970,1,DET,AL,146,530,73,124,21,1,12,50,5,6,101,62,7,3,3,2,1 +mcbeaal01,1970,1,LAN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcbeaal01,1970,2,PIT,NL,7,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mccarti01,1970,1,PHI,NL,44,164,16,47,11,1,4,14,2,2,14,10,4,1,1,0,3 +mccoobi01,1970,1,SLN,NL,18,4,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +mccormi03,1970,1,SFN,NL,23,25,5,4,1,0,0,0,0,0,1,6,0,0,2,0,0 +mccormi03,1970,2,NYA,AL,9,5,1,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +mccovwi01,1970,1,SFN,NL,152,495,98,143,39,2,39,126,0,0,137,75,40,3,0,3,13 +mccrato01,1970,1,CHA,AL,129,332,39,73,11,2,6,31,12,3,21,50,3,4,2,2,1 +mcdanli01,1970,1,NYA,AL,62,24,2,4,1,0,0,2,0,0,0,7,0,0,1,0,0 +mcdowsa01,1970,1,CLE,AL,40,105,5,13,0,0,1,2,0,0,2,42,0,0,8,0,0 +mcfadle01,1970,1,HOU,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcginda01,1970,1,MON,NL,52,35,2,4,0,0,0,1,0,0,0,14,0,0,3,0,1 +mcgloji01,1970,1,CIN,NL,35,66,5,8,1,1,1,6,0,0,7,26,0,0,4,0,1 +mcgratu01,1970,1,NYN,NL,57,13,1,4,1,0,0,5,0,0,0,2,0,0,0,1,0 +mckinri01,1970,1,CHA,AL,43,119,12,20,5,0,4,17,3,2,11,25,0,1,0,1,4 +mclaide01,1970,1,DET,AL,14,31,2,2,1,0,0,0,0,0,0,13,0,0,3,0,0 +mcmahdo02,1970,1,SFN,NL,61,14,1,2,0,0,0,1,0,0,2,9,0,0,1,0,0 +mcmulke01,1970,1,WS2,AL,15,59,5,12,2,0,0,3,0,0,5,10,0,0,0,0,2 +mcmulke01,1970,2,CAL,AL,124,422,50,98,9,3,14,61,1,0,59,81,10,3,1,3,13 +mcnalda01,1970,1,BAL,AL,41,105,14,14,6,0,1,6,0,0,15,53,0,0,6,0,3 +mcnerje01,1970,1,ML4,AL,111,296,27,72,11,1,6,22,1,4,22,33,4,4,5,2,14 +mcquemi01,1970,1,ATL,NL,22,20,2,6,2,0,0,2,0,0,1,3,0,0,0,0,0 +mcraeha01,1970,1,CIN,NL,70,165,18,41,6,1,8,23,0,2,15,23,2,1,0,1,6 +mcraeno01,1970,1,DET,AL,19,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +melenlu01,1970,1,SLN,NL,21,70,11,21,1,0,0,8,3,0,2,12,0,0,0,1,3 +meltobi01,1970,1,CHA,AL,141,514,74,135,15,1,33,96,2,4,56,107,2,9,1,9,7 +mendomi01,1970,1,MIN,AL,16,16,2,3,0,0,0,2,0,0,0,1,0,0,0,0,0 +menkede01,1970,1,HOU,NL,154,562,82,171,26,6,13,92,6,5,82,80,10,5,7,9,8 +merriji01,1970,1,CIN,NL,35,83,7,14,0,0,3,6,0,0,4,42,0,0,6,0,0 +messean01,1970,1,CAL,AL,38,70,4,11,3,0,1,2,0,0,0,28,0,0,5,0,0 +metzgro01,1970,1,CHN,NL,1,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +meyerbo01,1970,1,ML4,AL,10,3,0,1,0,0,0,0,0,0,0,0,0,0,2,0,0 +michage01,1970,1,NYA,AL,134,435,42,93,10,1,2,38,3,1,50,93,5,0,4,4,8 +mikkepe01,1970,1,LAN,NL,33,6,0,2,0,0,0,1,0,0,0,3,0,0,1,0,0 +millafe01,1970,1,ATL,NL,142,590,100,183,25,5,2,37,16,5,35,23,2,5,9,3,15 +millebo04,1970,1,CLE,AL,15,5,0,1,0,0,0,0,0,0,1,1,0,0,0,0,1 +millebo04,1970,2,CHA,AL,16,23,0,4,0,0,0,2,0,0,3,5,0,0,2,0,1 +millebo04,1970,3,CHN,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +milleno01,1970,1,HOU,NL,90,226,29,54,9,0,4,29,3,1,41,33,7,1,0,1,5 +millsdi01,1970,1,BOS,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +minchdo01,1970,1,OAK,AL,140,463,62,114,18,0,27,74,5,4,56,71,11,3,4,7,9 +mingost01,1970,1,CLE,AL,21,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mitchbo02,1970,1,NYA,AL,10,22,1,5,2,0,0,4,0,2,2,3,0,1,0,0,0 +mittege01,1970,1,MIN,AL,117,369,36,82,12,2,15,46,3,5,34,84,6,2,4,0,11 +moelljo01,1970,1,LAN,NL,31,39,2,6,0,0,0,2,0,0,3,21,0,0,3,0,1 +molonri01,1970,1,CHA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mondari01,1970,1,OAK,AL,112,376,63,109,19,7,10,37,17,11,58,99,0,2,5,1,8 +moneydo01,1970,1,PHI,NL,120,447,66,132,25,4,14,66,4,7,43,68,6,7,3,7,7 +montawi01,1970,1,PHI,NL,18,25,3,6,0,0,0,3,0,0,1,4,1,0,0,0,0 +monteau01,1970,1,KCA,AL,21,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +montgbo01,1970,1,BOS,AL,22,78,8,14,2,0,1,4,0,0,6,20,0,1,0,1,4 +mooreba01,1970,1,CLE,AL,13,21,1,2,0,0,0,0,0,0,0,2,0,0,1,0,1 +mooreba01,1970,2,CHA,AL,24,19,2,5,0,0,0,2,0,0,1,4,0,0,1,0,0 +mooreba02,1970,1,MON,NL,6,3,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +moorega01,1970,1,LAN,NL,7,16,2,3,0,2,0,0,1,0,0,1,0,0,0,0,2 +moosebo01,1970,1,PIT,NL,29,66,5,12,2,1,0,2,0,0,6,18,0,0,4,0,1 +moralje01,1970,1,SDN,NL,28,58,6,9,0,1,1,4,0,0,3,11,0,0,0,0,2 +moralri01,1970,1,CHA,AL,62,112,6,18,2,0,1,2,1,0,9,16,0,1,0,1,2 +morehda01,1970,1,KCA,AL,28,36,1,6,1,0,0,1,0,0,1,15,0,0,3,0,1 +moretro01,1970,1,BOS,AL,3,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +morgajo02,1970,1,HOU,NL,144,548,102,147,28,9,8,52,42,13,102,55,3,1,5,2,11 +morrijo06,1970,1,ML4,AL,20,17,2,3,1,0,0,0,0,0,0,7,0,0,1,0,0 +mortoca01,1970,1,MON,NL,43,93,6,15,2,0,2,7,0,0,6,29,0,0,11,2,0 +mosesje01,1970,1,BOS,AL,92,315,26,83,18,1,6,35,1,1,21,45,9,2,1,1,6 +motama01,1970,1,LAN,NL,124,417,63,127,12,6,3,37,11,6,47,37,4,3,12,2,13 +mottocu01,1970,1,BAL,AL,52,84,16,19,3,1,3,19,1,2,18,20,0,1,2,0,0 +munsoth01,1970,1,NYA,AL,132,453,59,137,25,4,6,53,5,7,57,56,6,7,5,4,13 +murcebo01,1970,1,NYA,AL,159,581,95,146,23,3,23,78,15,10,87,100,5,2,4,6,7 +murphda04,1970,1,CHA,AL,51,6,3,2,0,0,1,1,0,0,2,2,0,0,0,0,1 +murphto02,1970,1,CAL,AL,39,76,7,14,1,0,1,7,0,0,5,32,0,0,8,1,1 +murreiv01,1970,1,SDN,NL,125,347,43,85,9,3,12,35,9,7,17,93,5,4,1,1,7 +nagelru01,1970,1,CLE,AL,17,24,3,3,1,0,1,2,0,0,3,9,0,0,0,0,0 +nagelru01,1970,2,DET,AL,28,32,5,6,0,0,0,2,0,0,5,6,0,0,1,0,0 +nagymi01,1970,1,BOS,AL,23,44,3,11,1,1,0,4,0,0,0,8,0,0,2,0,1 +nashco01,1970,1,MIN,AL,4,4,1,1,0,0,0,2,0,1,1,1,0,0,0,0,0 +nashji01,1970,1,ATL,NL,34,80,5,7,1,0,2,3,0,0,2,38,0,0,3,0,1 +navarju01,1970,1,ATL,NL,17,6,0,1,0,0,0,0,0,0,0,3,0,0,0,0,1 +neibaga01,1970,1,ATL,NL,7,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +nelsoda01,1970,1,WS2,AL,47,107,5,17,1,0,0,4,2,1,7,24,0,0,0,2,2 +nelsoji01,1970,1,PIT,NL,15,20,1,4,0,0,0,3,0,0,1,6,0,0,1,1,0 +nelsoro02,1970,1,KCA,AL,4,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +nendi01,1970,1,WS2,AL,6,5,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +nettlgr01,1970,1,CLE,AL,157,549,81,129,13,1,26,62,3,1,81,77,3,3,0,0,12 +nettlji01,1970,1,MIN,AL,13,20,3,5,0,0,0,0,0,1,1,5,0,0,0,0,0 +niekrjo01,1970,1,DET,AL,39,66,8,13,3,1,0,7,0,0,7,17,0,0,15,0,0 +niekrph01,1970,1,ATL,NL,34,79,5,12,0,0,1,3,0,0,2,17,0,0,6,1,1 +nolanga01,1970,1,CIN,NL,37,82,4,13,1,1,0,6,0,0,5,27,0,0,9,1,3 +noriejo01,1970,1,CIN,NL,8,4,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +normafr01,1970,1,LAN,NL,30,7,1,1,0,0,0,0,0,0,2,4,0,0,2,0,0 +normafr01,1970,2,SLN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +northji01,1970,1,DET,AL,139,504,71,132,21,3,24,80,3,6,58,68,6,7,2,5,12 +nossejo01,1970,1,SLN,NL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nyeri01,1970,1,SLN,NL,6,2,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0 +nyeri01,1970,2,MON,NL,10,17,2,3,0,0,0,0,0,1,1,4,0,0,1,0,0 +nymanje01,1970,1,SDN,NL,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +oatesjo01,1970,1,BAL,AL,5,18,2,5,0,1,0,2,0,0,2,0,0,0,0,1,0 +obriesy01,1970,1,CHA,AL,121,441,48,109,13,2,8,44,3,3,22,62,1,2,0,2,10 +odombl01,1970,1,OAK,AL,37,54,8,13,2,0,3,7,1,0,3,18,0,0,1,0,1 +odonojo01,1970,1,ML4,AL,25,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +odonojo01,1970,2,MON,NL,9,4,0,0,0,0,0,0,0,0,1,4,0,0,0,0,0 +olivato01,1970,1,MIN,AL,157,628,96,204,36,7,23,107,5,4,38,67,12,3,1,4,16 +oliveal01,1970,1,PIT,NL,151,551,63,149,33,5,12,83,1,1,35,35,8,14,2,7,10 +olivebo01,1970,1,KCA,AL,160,612,83,159,24,6,27,99,3,3,42,126,4,3,2,3,15 +oriledo01,1970,1,KCA,AL,9,3,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0 +ortizjo01,1970,1,CHA,AL,15,24,4,8,1,0,0,1,1,0,2,2,0,1,1,0,0 +osinsda01,1970,1,HOU,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +osteecl01,1970,1,LAN,NL,39,93,10,19,5,0,1,9,0,0,3,20,0,1,1,2,0 +osteeda01,1970,1,OAK,AL,3,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +otisam01,1970,1,KCA,AL,159,620,91,176,36,9,11,58,33,2,68,67,3,1,6,5,8 +otoolde01,1970,1,CHA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +oylerra01,1970,1,CAL,AL,24,24,2,2,0,0,0,1,0,0,3,6,0,0,2,0,0 +pacioto01,1970,1,LAN,NL,8,9,2,2,1,0,0,0,0,0,0,3,0,1,0,0,0 +paganjo01,1970,1,PIT,NL,95,230,21,61,14,1,7,29,1,1,20,24,1,0,0,2,6 +palmeji01,1970,1,BAL,AL,44,113,13,17,0,0,1,9,0,0,2,48,0,0,7,0,0 +palmelo01,1970,1,PHI,NL,38,27,4,4,3,0,0,4,0,0,2,15,0,0,1,0,0 +pappami01,1970,1,ATL,NL,11,10,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +pappami01,1970,2,CHN,NL,21,50,7,12,2,1,2,5,0,0,2,17,0,1,1,1,0 +parkeha01,1970,1,SLN,NL,7,8,1,2,0,0,0,0,0,0,0,2,0,0,0,0,0 +parkewe01,1970,1,LAN,NL,161,614,84,196,47,4,10,111,8,2,79,70,18,0,4,8,14 +parrisa01,1970,1,PHI,NL,11,16,0,2,1,0,0,0,0,0,1,4,0,0,0,0,0 +pascuca02,1970,1,LAN,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +patekfr01,1970,1,PIT,NL,84,237,42,58,10,5,1,19,8,2,29,46,1,0,6,4,2 +patteda02,1970,1,DET,AL,43,11,0,0,0,0,0,0,0,0,0,9,0,0,0,0,1 +pattima01,1970,1,ML4,AL,43,70,4,9,1,0,0,3,0,0,1,28,0,0,7,1,0 +paulmi01,1970,1,CLE,AL,30,26,2,4,0,0,0,0,0,0,0,7,0,0,1,0,0 +pavledo01,1970,1,BOS,AL,32,65,4,9,1,1,0,6,1,0,10,15,0,0,0,1,2 +penajo01,1970,1,LAN,NL,29,8,1,1,0,0,0,0,0,0,2,1,0,0,0,0,0 +penaor01,1970,1,PIT,NL,23,6,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +penaro01,1970,1,OAK,AL,19,58,4,15,1,0,0,3,1,1,3,4,0,0,1,0,2 +penaro01,1970,2,ML4,AL,121,416,36,99,19,1,3,42,3,5,25,45,4,2,6,4,13 +pepitjo01,1970,1,HOU,NL,75,279,44,70,9,5,14,35,5,2,18,28,9,1,0,1,7 +pepitjo01,1970,2,CHN,NL,56,213,38,57,9,2,12,44,0,2,15,15,2,0,4,2,2 +perezma01,1970,1,CAL,AL,3,3,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0 +perezto01,1970,1,CIN,NL,158,587,107,186,28,6,40,129,8,3,83,134,13,4,0,7,15 +perraro01,1970,1,MIN,AL,67,24,0,1,0,0,0,0,0,0,0,15,0,0,1,0,0 +perryga01,1970,1,SFN,NL,41,120,7,14,3,0,1,7,0,0,0,47,0,1,10,1,1 +perryji01,1970,1,MIN,AL,41,97,9,24,4,0,1,6,0,0,1,14,0,0,10,1,1 +peterfr01,1970,1,NYA,AL,39,90,7,20,3,0,2,7,0,0,0,24,0,1,7,1,0 +peterga01,1970,1,BOS,AL,37,82,12,20,3,1,1,11,0,0,8,11,0,0,2,0,3 +peterra01,1970,1,ML4,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +petrori01,1970,1,BOS,AL,157,583,82,152,31,3,29,103,1,1,67,82,6,2,2,10,16 +phillad01,1970,1,MON,NL,92,214,36,51,6,3,6,21,7,1,36,51,1,2,1,1,5 +philled03,1970,1,BOS,AL,18,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +phoebto01,1970,1,BAL,AL,27,43,2,7,1,0,0,3,0,0,0,16,0,0,3,0,0 +pinaho01,1970,1,WS2,AL,61,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,1 +pinielo01,1970,1,KCA,AL,144,542,54,163,24,5,11,88,3,6,35,42,6,2,2,5,15 +pinsova01,1970,1,CLE,AL,148,574,74,164,28,6,24,82,7,6,28,69,7,3,0,6,12 +pitlosk01,1970,1,SFN,NL,18,25,2,2,1,0,1,2,0,0,1,18,0,0,3,1,0 +pizarju01,1970,1,CHN,NL,12,3,0,0,0,0,0,0,0,0,1,3,0,0,0,0,0 +plummbi01,1970,1,CIN,NL,4,8,0,1,0,0,0,0,0,0,0,2,0,1,0,0,0 +popovpa01,1970,1,CHN,NL,78,186,22,47,5,1,4,20,0,1,18,18,4,2,2,1,3 +powelbo01,1970,1,BAL,AL,154,526,82,156,28,0,35,114,1,1,104,80,18,5,0,8,14 +priceji01,1970,1,DET,AL,52,132,12,24,4,0,5,15,0,0,21,23,0,0,1,2,6 +priddbo01,1970,1,ATL,NL,41,15,0,3,0,0,0,3,0,0,1,11,0,0,2,0,0 +puentmi01,1970,1,SFN,NL,6,7,0,0,0,0,0,0,0,0,0,5,0,0,1,0,0 +quallji01,1970,1,MON,NL,9,9,1,1,0,0,0,1,0,0,0,0,0,0,0,0,0 +queenme02,1970,1,CAL,AL,37,16,1,4,0,0,0,1,0,0,0,2,0,0,0,0,0 +quilifr01,1970,1,MIN,AL,111,141,19,32,3,0,2,12,0,2,15,16,3,0,2,2,6 +raderdo02,1970,1,HOU,NL,156,576,90,145,25,3,25,87,3,2,57,102,7,4,4,3,23 +ramirmi01,1970,1,SLN,NL,62,79,8,15,2,1,0,3,0,1,8,9,1,0,0,0,4 +ramospe01,1970,1,WS2,AL,5,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +ratlipa01,1970,1,MIN,AL,69,149,19,40,7,2,5,22,0,0,15,51,2,7,0,0,1 +rayji01,1970,1,HOU,NL,52,27,1,5,0,0,0,2,0,1,0,9,0,0,0,0,2 +raymocl01,1970,1,MON,NL,59,11,0,0,0,0,0,1,0,0,1,7,0,0,2,0,0 +reberfr01,1970,1,SFN,NL,48,47,7,11,1,0,0,2,0,0,0,18,0,0,3,0,0 +reedbo01,1970,1,DET,AL,17,12,1,1,0,0,0,0,0,0,1,4,0,0,0,0,0 +reedho01,1970,1,MON,NL,57,10,0,0,0,0,0,0,0,0,3,6,0,0,1,0,0 +reedro01,1970,1,ATL,NL,22,44,3,4,1,0,0,4,0,0,1,14,0,0,5,0,0 +reeseri01,1970,1,MIN,AL,153,501,63,131,15,5,10,56,5,4,48,70,5,7,4,4,7 +reganph01,1970,1,CHN,NL,54,9,1,0,0,0,0,0,0,0,1,7,0,0,0,0,0 +reichri01,1970,1,CAL,AL,9,6,1,1,0,0,0,1,0,0,3,0,1,0,0,1,0 +reichri01,1970,2,WS2,AL,107,277,42,70,14,2,15,46,2,4,23,69,2,9,0,2,13 +reidsc01,1970,1,PHI,NL,25,49,5,6,1,0,0,1,0,0,11,22,0,0,0,0,1 +renicri01,1970,1,MIN,AL,81,179,20,41,8,0,7,25,0,2,22,29,0,1,2,0,6 +renkost01,1970,1,MON,NL,41,80,8,16,3,0,1,6,0,0,2,18,0,0,3,0,1 +repozro01,1970,1,CAL,AL,137,407,50,97,17,6,18,47,4,2,45,90,6,3,6,2,2 +retteme01,1970,1,BAL,AL,106,338,60,109,17,2,18,58,13,7,38,59,1,3,4,2,8 +reussje01,1970,1,SLN,NL,20,40,3,2,0,0,0,1,1,0,3,32,0,0,5,0,0 +reynoar01,1970,1,CHN,NL,7,2,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +reynoke01,1970,1,PHI,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reynoto01,1970,1,CAL,AL,59,120,11,30,3,1,1,6,1,1,6,10,0,1,0,0,5 +richepe01,1970,1,BAL,AL,50,4,0,0,0,0,0,0,0,0,1,3,0,0,0,0,0 +rickeda01,1970,1,PIT,NL,14,11,0,2,0,0,0,0,0,0,1,3,0,0,0,0,0 +riddlde01,1970,1,WS2,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rittwji01,1970,1,CLE,AL,8,8,1,3,1,0,0,0,0,0,0,0,0,0,0,0,0 +rivermi01,1970,1,CAL,AL,17,25,6,8,2,0,0,3,1,0,3,5,0,1,1,0,0 +roberbo01,1970,1,PIT,NL,117,390,69,112,19,4,27,82,4,1,51,98,2,2,1,7,8 +roberda05,1970,1,SDN,NL,43,59,6,9,1,0,2,6,0,0,1,16,0,0,4,0,1 +roberje01,1970,1,DET,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +roberri01,1970,1,SFN,NL,41,59,4,6,2,0,2,3,0,0,1,33,0,0,7,0,0 +robinbr01,1970,1,BAL,AL,158,608,84,168,31,4,18,94,1,1,53,53,5,4,1,7,18 +robinda01,1970,1,SDN,NL,15,38,5,12,2,0,2,6,2,0,5,4,1,0,0,0,2 +robinfr02,1970,1,BAL,AL,132,471,88,144,24,1,25,78,2,1,69,70,9,7,0,6,13 +roblera01,1970,1,SDN,NL,23,89,5,19,1,0,0,3,3,0,5,11,0,1,2,0,1 +rodriau01,1970,1,CAL,AL,17,63,6,17,2,2,0,7,0,1,3,6,0,1,0,0,2 +rodriau01,1970,2,WS2,AL,142,547,64,135,31,5,19,76,15,5,37,81,5,7,0,5,17 +rodriel01,1970,1,KCA,AL,80,231,25,52,8,2,1,15,2,1,27,35,2,4,1,4,11 +rodriro01,1970,1,OAK,AL,6,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodriro01,1970,2,SDN,NL,10,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodriro01,1970,3,CHN,NL,26,8,1,1,0,0,1,1,0,0,1,1,0,0,0,0,0 +rojasco01,1970,1,SLN,NL,23,47,2,5,0,0,0,2,0,0,3,4,0,1,0,0,1 +rojasco01,1970,2,KCA,AL,98,384,36,100,13,3,2,28,3,7,20,29,0,0,4,1,8 +rolanji01,1970,1,OAK,AL,28,6,0,0,0,0,0,0,0,0,1,4,0,0,0,0,0 +rolliri01,1970,1,ML4,AL,14,25,3,5,1,0,0,5,0,0,3,4,0,0,0,1,0 +rolliri01,1970,2,CLE,AL,42,43,6,10,0,0,2,4,0,0,3,5,0,0,0,0,0 +romovi01,1970,1,BOS,AL,48,27,2,4,0,0,1,2,0,0,0,4,0,1,2,1,0 +roofph01,1970,1,ML4,AL,110,321,39,73,7,1,13,37,3,2,32,72,1,5,3,1,10 +rookeji01,1970,1,KCA,AL,41,70,12,14,4,0,1,13,0,0,2,35,0,1,2,1,3 +roquejo01,1970,1,SLN,NL,5,1,2,0,0,0,0,0,0,0,0,1,0,1,0,0,0 +rosebjo01,1970,1,WS2,AL,46,86,7,20,4,0,1,6,1,1,18,10,5,0,0,0,1 +rosepe01,1970,1,CIN,NL,159,649,120,205,37,9,15,52,12,7,73,64,10,2,0,4,7 +rossga01,1970,1,SDN,NL,33,8,1,4,1,0,0,2,0,0,0,1,0,0,2,0,1 +rounsge01,1970,1,CHA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rudijo01,1970,1,OAK,AL,106,350,40,108,23,2,11,42,3,1,16,61,1,2,5,2,11 +rudolke01,1970,1,CHN,NL,20,40,1,4,1,0,0,2,0,0,1,12,1,0,2,0,1 +ruizch01,1970,1,CAL,AL,68,107,10,26,3,1,0,12,3,0,7,16,1,1,4,1,4 +russebi01,1970,1,LAN,NL,81,278,30,72,11,9,0,28,9,1,16,28,1,3,4,3,5 +ryanmi02,1970,1,PHI,NL,46,134,14,24,8,0,2,11,0,0,16,24,3,0,1,1,8 +ryanno01,1970,1,NYN,NL,27,45,2,8,0,0,0,0,1,0,0,21,0,0,2,0,0 +sadecra01,1970,1,NYN,NL,28,39,2,8,0,0,0,3,0,0,2,10,0,0,8,0,1 +salmoch01,1970,1,BAL,AL,63,172,19,43,4,0,7,22,2,2,8,30,0,1,3,0,3 +sandeke01,1970,1,ML4,AL,50,13,3,3,0,0,0,0,0,0,2,7,0,1,2,0,0 +sanguma01,1970,1,PIT,NL,128,486,63,158,19,9,7,61,2,3,17,45,9,0,1,6,15 +santijo02,1970,1,BOS,AL,9,3,1,2,0,0,0,0,0,0,0,0,0,0,0,0,0 +santoal01,1970,1,SDN,NL,21,18,0,0,0,0,0,0,0,0,1,9,0,0,0,0,0 +santoro01,1970,1,CHN,NL,154,555,83,148,30,4,26,114,2,0,92,108,6,1,1,6,17 +satrito01,1970,1,BOS,AL,59,165,21,39,9,1,3,13,0,0,21,23,3,1,4,0,7 +saundde01,1970,1,DET,AL,8,5,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +savagte01,1970,1,ML4,AL,114,276,43,77,10,5,12,50,10,6,57,44,1,2,5,3,6 +schaapa01,1970,1,KCA,AL,124,380,50,102,12,3,5,35,7,4,43,39,1,1,1,2,10 +scherfr01,1970,1,DET,AL,48,12,1,2,0,0,0,0,0,0,0,1,0,0,0,0,0 +schofdi01,1970,1,BOS,AL,76,139,16,26,1,2,1,14,0,1,21,26,2,1,0,2,8 +scottge02,1970,1,BOS,AL,127,480,50,142,24,5,16,63,4,11,44,95,5,2,0,4,13 +seaveto01,1970,1,NYN,NL,42,95,9,17,1,1,1,10,0,0,10,31,0,0,7,0,1 +secrido01,1970,1,CHA,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +seguidi01,1970,1,OAK,AL,47,43,2,5,0,0,0,2,0,0,0,18,0,0,6,1,1 +selmadi01,1970,1,PHI,NL,73,20,1,3,1,0,0,2,0,0,1,8,0,0,1,0,1 +sembeca01,1970,1,MON,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +severri01,1970,1,KCA,AL,77,240,22,60,11,1,1,22,0,0,16,33,2,1,3,0,5 +shamsar01,1970,1,NYN,NL,122,403,48,118,19,2,11,49,1,1,49,33,13,3,0,3,11 +shankha01,1970,1,CAL,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shannmi01,1970,1,SLN,NL,55,174,18,37,9,2,0,22,1,1,16,20,4,0,0,3,3 +shellji01,1970,1,WS2,AL,40,30,3,2,1,0,0,2,0,0,1,8,0,0,4,0,0 +shortch02,1970,1,PHI,NL,36,61,0,3,0,0,0,2,0,0,1,20,0,0,7,1,3 +siebeso01,1970,1,BOS,AL,33,77,5,10,3,0,0,4,0,0,1,17,0,2,4,0,2 +silveto01,1970,1,CAL,AL,15,15,1,0,0,0,0,0,0,1,2,4,1,0,0,0,0 +simmote01,1970,1,SLN,NL,82,284,29,69,8,2,3,24,2,2,37,37,5,2,0,1,5 +simpswa01,1970,1,CIN,NL,27,64,4,6,0,0,0,1,0,0,1,34,0,0,5,0,0 +simsdu01,1970,1,CLE,AL,110,345,46,91,12,0,23,56,0,4,46,59,1,6,1,0,5 +singebi01,1970,1,LAN,NL,16,38,4,5,1,0,0,1,0,0,2,10,0,0,1,0,0 +singlke01,1970,1,NYN,NL,69,198,22,52,8,0,5,26,1,1,30,48,1,1,4,1,5 +siskto01,1970,1,CHA,AL,17,4,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +sizemte01,1970,1,LAN,NL,96,340,40,104,10,1,1,34,5,1,34,19,6,0,0,2,15 +skidmro01,1970,1,CHN,NL,1,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +slocuro01,1970,1,SDN,NL,60,71,8,10,2,2,1,11,0,1,8,24,1,1,2,0,2 +smithbe01,1970,1,ML4,AL,44,76,8,21,3,1,1,6,1,3,11,12,1,2,1,0,1 +smithre06,1970,1,BOS,AL,147,580,109,176,32,7,22,74,10,7,51,60,1,4,0,5,13 +smithwi02,1970,1,CHN,NL,87,167,15,36,9,1,5,24,2,1,11,32,0,1,2,1,2 +snyderu01,1970,1,ML4,AL,124,276,34,64,11,0,4,31,1,3,16,40,1,0,5,4,6 +sorrebi01,1970,1,KCA,AL,57,135,12,36,2,0,4,14,1,0,10,13,4,0,0,0,5 +spangal01,1970,1,CHN,NL,21,14,2,2,1,0,1,1,0,0,3,3,0,0,0,0,0 +sparmjo01,1970,1,MON,NL,9,6,0,0,0,0,0,0,0,0,1,2,0,0,1,0,0 +spencbo01,1970,1,CHA,AL,46,130,11,29,4,1,4,15,0,0,11,32,0,1,1,2,3 +spencji01,1970,1,CAL,AL,146,511,61,140,20,4,12,68,0,2,28,61,6,0,6,5,9 +spiezed01,1970,1,SDN,NL,110,316,45,90,18,1,12,42,4,0,43,42,2,4,2,4,7 +spinksc01,1970,1,HOU,NL,6,3,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +splitpa01,1970,1,KCA,AL,2,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +sprigge01,1970,1,KCA,AL,51,130,12,27,2,3,1,7,4,3,14,32,0,0,0,1,0 +staehma01,1970,1,MON,NL,104,321,41,70,9,1,0,26,1,3,39,21,1,3,6,3,6 +stahlla01,1970,1,SDN,NL,52,66,5,12,2,0,0,3,2,2,2,14,0,0,1,0,0 +stangle01,1970,1,BOS,AL,20,5,0,0,0,0,0,0,0,0,1,3,0,0,1,0,0 +stangle01,1970,2,CHA,AL,16,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +stanlfr01,1970,1,ML4,AL,6,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stanlmi01,1970,1,DET,AL,142,568,83,143,21,11,13,47,10,1,45,56,1,0,7,3,19 +stantle01,1970,1,NYN,NL,4,4,0,1,0,1,0,0,0,0,0,0,0,0,0,0,1 +stargwi01,1970,1,PIT,NL,136,474,70,125,18,3,31,85,0,1,44,119,11,5,0,6,14 +staubru01,1970,1,MON,NL,160,569,98,156,23,7,30,94,12,11,112,93,11,3,11,4,7 +stephje01,1970,1,LAN,NL,3,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stephjo02,1970,1,SFN,NL,23,43,3,3,1,0,0,6,0,0,2,7,0,0,0,1,1 +stewaji01,1970,1,CIN,NL,101,105,15,28,3,1,1,8,5,3,8,13,1,1,1,1,2 +stinsbo01,1970,1,LAN,NL,4,3,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +stonebi01,1970,1,MON,NL,42,60,0,6,2,0,0,0,0,0,1,31,0,1,4,0,0 +stonege02,1970,1,ATL,NL,35,72,9,17,2,0,0,5,0,0,8,8,0,0,3,0,2 +stonero02,1970,1,PHI,NL,123,321,30,84,12,5,3,39,5,6,38,45,1,1,2,4,5 +stottme01,1970,1,NYA,AL,38,85,8,16,2,2,2,7,0,0,14,25,0,0,3,0,0 +strahmi01,1970,1,LAN,NL,6,8,1,2,0,0,0,2,0,0,0,3,0,0,0,0,0 +strohjo01,1970,1,MON,NL,42,6,1,1,0,0,0,0,0,0,0,1,0,0,1,0,0 +stroued01,1970,1,WS2,AL,129,433,69,115,11,5,5,32,29,8,40,79,2,3,2,1,13 +suchdi01,1970,1,WS2,AL,22,13,1,3,1,0,0,1,0,0,1,4,0,0,0,0,1 +sudakbi01,1970,1,LAN,NL,94,269,37,71,11,0,14,44,4,0,35,46,4,3,1,3,7 +suthega01,1970,1,MON,NL,116,359,37,74,10,0,3,26,2,2,31,22,1,2,7,3,8 +suttodo01,1970,1,LAN,NL,40,84,6,13,2,1,0,6,1,0,10,22,0,1,5,0,1 +swoboro01,1970,1,NYN,NL,115,245,29,57,8,2,9,40,2,4,40,72,0,1,1,2,7 +szotkke01,1970,1,DET,AL,47,84,9,9,1,0,3,9,0,0,12,29,2,0,1,1,1 +talbofr01,1970,1,OAK,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tartajo01,1970,1,OAK,AL,24,13,5,3,2,0,0,2,1,0,0,2,0,0,1,0,0 +tatumja01,1970,1,CAL,AL,75,181,28,43,7,0,0,6,1,0,17,35,1,0,1,1,5 +tatumke01,1970,1,CAL,AL,62,11,2,2,0,0,1,3,0,0,0,5,0,0,0,0,0 +taylobo01,1970,1,SFN,NL,63,84,12,16,0,0,2,10,0,0,12,13,0,4,0,0,3 +tayloca01,1970,1,SLN,NL,104,245,39,61,12,2,6,45,5,2,41,30,0,1,0,1,11 +tayloch02,1970,1,SLN,NL,56,26,3,3,1,0,0,3,0,0,1,7,0,0,3,0,2 +tayloha04,1970,1,KCA,AL,57,55,3,9,3,0,0,6,0,0,6,16,2,1,0,0,1 +tayloro01,1970,1,NYN,NL,57,4,0,0,0,0,0,0,0,0,1,4,0,0,1,0,0 +tayloto02,1970,1,PHI,NL,124,439,74,132,26,9,9,55,9,11,50,67,9,3,1,2,14 +tenacge01,1970,1,OAK,AL,38,105,19,32,6,0,7,20,0,2,23,30,2,0,0,0,2 +tepedfr01,1970,1,NYA,AL,16,19,2,6,2,0,0,2,0,1,1,2,0,0,0,0,1 +thomage01,1970,1,BOS,AL,38,99,13,34,8,0,2,13,0,0,11,12,0,2,0,0,3 +thompda01,1970,1,MIN,AL,96,302,25,66,9,0,0,22,0,0,7,39,0,0,6,3,6 +tiantlu01,1970,1,MIN,AL,18,32,7,13,4,0,0,4,1,0,1,6,0,0,3,0,0 +tillmbo01,1970,1,ATL,NL,71,223,19,53,5,0,11,30,0,0,20,66,4,0,1,1,2 +timmeto01,1970,1,DET,AL,61,16,0,0,0,0,0,0,0,0,0,9,0,0,0,0,0 +tischto01,1970,1,MIN,AL,24,46,6,9,0,0,1,2,0,0,9,6,1,0,1,0,1 +tolanbo01,1970,1,CIN,NL,152,589,112,186,34,6,16,80,57,20,62,94,3,8,9,7,9 +torboje01,1970,1,LAN,NL,64,134,11,31,8,0,1,17,1,1,14,15,6,0,0,2,2 +torrehe01,1970,1,HOU,NL,31,65,6,16,1,2,0,5,0,0,6,8,0,0,0,0,2 +torrejo01,1970,1,SLN,NL,161,624,89,203,27,9,21,100,2,2,70,91,10,7,0,3,23 +torremi01,1970,1,SLN,NL,30,63,4,17,2,1,0,5,0,0,0,18,0,1,2,0,2 +tovarce01,1970,1,MIN,AL,161,650,120,195,36,13,10,54,30,15,52,47,5,8,10,6,9 +twitcwa01,1970,1,ML4,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +uhlaete01,1970,1,CLE,AL,141,473,56,127,21,2,11,46,3,6,39,44,3,1,3,8,6 +unserde01,1970,1,WS2,AL,119,322,37,83,5,1,5,30,1,1,30,29,3,0,4,2,4 +valdesa01,1970,1,ML4,AL,8,9,0,0,0,0,0,0,0,0,0,4,0,0,0,0,1 +vancesa01,1970,1,LAN,NL,20,37,2,7,1,0,0,2,0,0,1,9,0,0,4,0,0 +vealebo01,1970,1,PIT,NL,34,67,5,11,4,0,0,6,0,0,4,34,0,0,1,0,2 +verbajo01,1970,1,NYA,AL,7,3,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +vossbi01,1970,1,CAL,AL,80,181,21,44,4,3,3,30,2,1,23,18,2,2,1,5,3 +vukovjo01,1970,1,PHI,NL,3,8,1,1,0,0,0,0,0,0,1,0,0,0,0,0,0 +wagnega01,1970,1,BOS,AL,38,6,0,1,0,0,0,0,0,0,0,4,0,0,0,0,0 +walkelu01,1970,1,PIT,NL,42,46,0,6,0,0,0,5,0,0,3,26,0,0,8,0,0 +waltoda01,1970,1,ML4,AL,117,397,32,102,20,1,17,66,2,3,51,126,4,6,0,1,6 +wardja01,1970,1,CIN,NL,6,3,0,0,0,0,0,0,0,0,2,1,0,0,0,0,0 +wardpe01,1970,1,NYA,AL,66,77,5,20,2,2,1,18,0,0,9,17,0,0,0,1,1 +washbra01,1970,1,CIN,NL,35,13,0,0,0,0,0,1,0,0,1,10,0,0,1,1,0 +waslega01,1970,1,MON,NL,6,6,0,0,0,0,0,0,0,0,1,6,0,0,1,0,0 +waslega01,1970,2,NYA,AL,26,10,0,1,0,0,0,1,0,0,0,9,0,0,1,0,0 +watsobo01,1970,1,HOU,NL,97,327,48,89,19,2,11,61,1,1,24,59,1,4,1,6,10 +watted01,1970,1,BAL,AL,53,8,1,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +weavefl01,1970,1,CHA,AL,31,7,1,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +webstra02,1970,1,SDN,NL,95,116,12,30,3,0,2,11,1,1,11,12,0,0,0,0,2 +wegenmi01,1970,1,MON,NL,25,34,1,4,0,0,0,2,0,0,0,14,0,0,1,0,0 +weisal01,1970,1,NYN,NL,75,121,20,25,7,1,1,11,1,1,7,21,1,1,0,1,5 +wenzfr01,1970,1,PHI,NL,22,5,0,0,0,0,0,0,0,0,0,5,0,0,0,0,0 +wertdo01,1970,1,DET,AL,128,363,34,79,13,0,6,33,1,3,44,56,7,4,5,3,13 +whitast01,1970,1,SFN,NL,16,27,3,3,1,0,0,4,0,0,2,14,0,0,0,1,1 +whitero01,1970,1,NYA,AL,162,609,109,180,30,6,22,94,24,10,95,66,11,0,1,7,13 +whitffr01,1970,1,MON,NL,4,15,0,1,0,0,0,0,0,0,1,3,0,0,0,0,1 +wickefl01,1970,1,ML4,AL,15,41,3,8,1,0,1,3,0,0,1,8,0,0,0,0,2 +wilcomi01,1970,1,CIN,NL,5,5,0,1,0,0,0,1,0,0,0,1,0,0,1,0,0 +wilheho01,1970,1,ATL,NL,50,11,0,1,0,0,0,1,0,0,2,6,0,0,0,0,0 +wilheho01,1970,2,CHN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +willibe01,1970,1,SFN,NL,7,16,2,5,2,0,0,1,1,1,2,1,0,0,0,0,1 +willibi01,1970,1,CHN,NL,161,636,137,205,34,4,42,129,7,1,72,65,9,2,0,4,13 +williea02,1970,1,ATL,NL,10,19,4,7,4,0,0,5,0,0,3,4,0,0,0,2,1 +williji04,1970,1,SDN,NL,11,14,4,4,0,0,0,0,1,0,1,3,0,0,0,0,0 +williro01,1970,1,SDN,NL,42,5,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +willist02,1970,1,MIN,AL,68,19,0,0,0,0,0,0,0,0,0,13,0,0,0,0,0 +williwa02,1970,1,CHA,AL,110,315,43,79,18,1,3,15,3,3,19,30,0,2,2,2,5 +willsma01,1970,1,LAN,NL,132,522,77,141,19,3,0,34,28,13,50,34,2,0,5,1,10 +wilsobi03,1970,1,PHI,NL,37,4,0,1,0,0,0,1,0,0,1,2,0,0,0,0,0 +wilsodo01,1970,1,HOU,NL,30,69,1,8,2,0,0,4,0,0,0,28,0,1,3,0,3 +wilsoea01,1970,1,DET,AL,18,31,2,6,1,0,1,3,0,0,2,16,0,0,2,1,1 +wilsoea01,1970,2,SDN,NL,15,17,2,1,0,0,1,2,0,0,2,12,0,0,0,0,0 +winebo01,1970,1,MON,NL,159,501,40,116,21,3,3,51,0,1,39,94,5,1,10,3,10 +wiseri01,1970,1,PHI,NL,37,75,6,15,4,0,2,10,0,0,4,20,0,0,6,0,2 +wolfwa01,1970,1,CAL,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +womacdo01,1970,1,OAK,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +woodsdi01,1970,1,MIN,AL,21,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +woodsro01,1970,1,NYA,AL,95,225,30,51,5,3,8,27,4,2,33,35,3,0,3,1,10 +woodwi01,1970,1,CHA,AL,77,18,2,2,1,0,0,3,0,0,0,11,0,0,2,0,0 +woodwwo01,1970,1,CIN,NL,100,264,23,59,8,3,1,14,1,2,20,21,6,2,0,3,5 +wrighcl01,1970,1,CAL,AL,47,105,9,18,4,0,2,10,0,0,2,32,0,0,4,0,2 +wrighke01,1970,1,KCA,AL,47,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +wynnebi02,1970,1,CHA,AL,12,13,0,1,0,0,0,0,0,0,1,7,0,0,0,0,0 +wynnji01,1970,1,HOU,NL,157,554,82,156,32,2,27,88,24,5,106,96,12,1,0,7,16 +yastrca01,1970,1,BOS,AL,161,566,125,186,29,0,40,102,23,13,128,66,12,1,0,2,12 +yorkji01,1970,1,KCA,AL,4,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +zelleba01,1970,1,SLN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +zeppbi01,1970,1,MIN,AL,43,44,3,6,0,0,0,0,0,0,1,31,0,0,2,0,0 +aaronha01,1971,1,ATL,NL,139,495,95,162,22,3,47,118,1,1,71,58,21,2,0,5,9 +aaronto01,1971,1,ATL,NL,25,53,4,12,2,0,0,3,0,0,3,5,1,0,0,0,3 +abernte02,1971,1,KCA,AL,63,13,0,1,0,0,0,0,0,0,0,7,0,0,1,0,0 +acosted01,1971,1,SDN,NL,8,17,0,0,0,0,0,0,0,0,0,6,0,0,0,0,0 +ageeto01,1971,1,NYN,NL,113,425,58,121,19,0,14,50,28,6,50,84,2,2,4,1,12 +akerja01,1971,1,NYA,AL,41,3,0,0,0,0,0,0,0,0,0,3,0,0,3,0,0 +alexado01,1971,1,LAN,NL,17,33,3,9,0,0,0,2,0,0,3,13,0,0,1,0,1 +allenbe01,1971,1,WS2,AL,97,229,18,61,11,1,4,22,2,1,33,27,1,0,0,0,2 +allendi01,1971,1,LAN,NL,155,549,82,162,24,1,23,90,8,1,93,113,13,1,1,5,23 +allenll01,1971,1,CAL,AL,54,17,2,5,0,0,1,1,0,0,0,5,0,0,0,0,1 +alleyge01,1971,1,PIT,NL,114,348,38,79,8,7,6,28,9,2,35,43,14,0,4,2,6 +alomasa01,1971,1,CAL,AL,162,689,77,179,24,3,4,42,39,10,41,60,4,0,7,2,7 +aloufe01,1971,1,OAK,AL,2,8,0,2,1,0,0,0,0,0,0,1,0,0,1,0,0 +aloufe01,1971,2,NYA,AL,131,461,52,133,20,6,8,69,5,5,32,24,3,2,1,5,15 +alouje01,1971,1,HOU,NL,122,433,41,121,21,4,2,40,3,7,13,17,3,4,3,2,11 +alouma01,1971,1,SLN,NL,149,609,85,192,28,6,7,74,19,10,34,27,3,4,6,7,9 +alvarlu01,1971,1,CHA,AL,99,264,22,57,14,1,0,8,1,2,11,34,2,0,2,1,2 +alyeabr01,1971,1,MIN,AL,79,158,13,28,4,0,2,15,1,1,24,38,3,1,0,5,7 +anderdw01,1971,1,OAK,AL,16,37,3,10,2,1,0,3,0,1,5,9,1,1,0,0,0 +andermi01,1971,1,PHI,NL,26,89,11,22,5,1,2,5,0,0,13,28,0,0,1,0,0 +andremi01,1971,1,CHA,AL,109,330,45,93,16,0,12,47,3,5,67,36,1,1,6,4,6 +aparilu01,1971,1,BOS,AL,125,491,56,114,23,0,4,45,6,4,35,43,0,2,9,4,7 +arlinst01,1971,1,SDN,NL,36,73,5,9,0,1,0,2,0,0,3,20,0,0,6,1,1 +arnolch01,1971,1,SFN,NL,6,13,2,3,0,0,1,3,0,0,1,2,0,0,0,0,0 +arroyru01,1971,1,SLN,NL,9,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +asprobo01,1971,1,NYN,NL,104,342,21,77,9,1,5,33,0,2,29,25,4,0,5,1,15 +auerbri01,1971,1,ML4,AL,79,236,22,48,10,0,1,9,3,2,20,40,1,2,5,0,3 +austiri01,1971,1,CLE,AL,23,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +bahnsst01,1971,1,NYA,AL,36,79,6,12,2,1,0,3,0,0,1,32,0,0,8,0,0 +bailebo01,1971,1,MON,NL,157,545,65,137,21,4,14,83,13,7,97,105,8,0,3,9,19 +bakerdu01,1971,1,ATL,NL,29,62,2,14,2,0,0,4,0,1,1,14,1,0,1,0,1 +bakerfr02,1971,1,CLE,AL,73,181,18,38,12,1,1,23,1,3,12,34,3,1,0,1,4 +bakerfr03,1971,1,NYA,AL,43,79,9,11,2,0,0,2,3,0,16,22,3,0,2,1,2 +ballima01,1971,1,CLE,AL,18,5,1,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +bandosa01,1971,1,OAK,AL,153,538,75,146,23,1,24,94,3,7,86,55,11,8,6,5,14 +bankser01,1971,1,CHN,NL,39,83,4,16,2,0,3,6,0,0,6,14,1,0,3,0,1 +barbest01,1971,1,ATL,NL,39,13,0,2,0,0,0,0,0,0,1,10,0,0,0,0,0 +barbest02,1971,1,MIN,AL,6,5,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +barrji01,1971,1,SFN,NL,17,4,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +bartobo01,1971,1,SDN,NL,121,376,23,94,17,2,5,23,0,5,35,49,11,2,0,0,16 +batemjo01,1971,1,MON,NL,139,492,34,119,17,3,10,56,1,0,19,87,3,4,6,5,27 +baylodo01,1971,1,BAL,AL,1,2,0,0,0,0,0,1,0,0,2,1,0,1,0,0,0 +bearnla01,1971,1,ML4,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +beaucji01,1971,1,SLN,NL,77,162,24,38,8,3,2,16,3,1,9,26,1,1,0,3,4 +beckegl01,1971,1,CHN,NL,131,530,80,181,18,5,2,42,3,2,24,24,0,0,12,4,16 +belanma01,1971,1,BAL,AL,150,500,67,133,19,4,0,35,10,8,73,48,6,7,6,4,9 +bellje01,1971,1,ML4,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +benchjo01,1971,1,CIN,NL,149,562,80,134,19,2,27,61,2,1,49,83,7,0,0,2,20 +beniqju01,1971,1,BOS,AL,16,57,8,17,2,0,0,4,3,1,3,4,0,0,3,0,3 +berryke01,1971,1,CAL,AL,111,298,29,66,17,0,3,22,3,2,18,33,0,3,3,4,12 +bevacku01,1971,1,CLE,AL,55,137,9,28,3,1,3,13,0,0,4,28,1,0,1,3,4 +biittla01,1971,1,WS2,AL,66,171,12,44,4,1,0,16,1,0,16,20,3,1,0,1,7 +billidi01,1971,1,WS2,AL,116,349,32,86,14,0,6,48,2,5,21,54,1,5,1,4,5 +billija01,1971,1,HOU,NL,33,73,1,9,0,0,0,4,0,0,1,30,0,0,6,1,2 +blairpa01,1971,1,BAL,AL,141,516,75,135,24,8,10,44,14,11,32,94,2,1,6,0,8 +blasiwa01,1971,1,HOU,NL,30,49,5,10,3,0,1,9,0,0,7,18,0,0,2,1,0 +blassst01,1971,1,PIT,NL,34,83,5,10,0,1,0,2,0,0,1,15,0,0,8,0,0 +blatest01,1971,1,CIN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +blefacu01,1971,1,NYA,AL,21,36,4,7,1,0,1,2,0,0,3,5,0,0,0,0,1 +blefacu01,1971,2,OAK,AL,50,101,15,22,2,0,5,12,0,1,15,15,2,1,1,0,1 +blombro01,1971,1,NYA,AL,64,199,30,64,6,2,7,31,2,4,14,23,3,0,1,2,2 +bluevi01,1971,1,OAK,AL,39,102,6,12,1,0,0,2,0,1,4,63,0,2,13,0,0 +blylebe01,1971,1,MIN,AL,38,91,3,12,1,0,0,2,0,0,1,37,0,1,7,0,0 +boccajo01,1971,1,MON,NL,74,177,15,39,11,0,3,15,0,1,14,26,2,1,1,2,6 +boehmle01,1971,1,NYA,AL,3,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bolinbo01,1971,1,BOS,AL,52,12,0,3,0,0,0,0,0,0,0,3,0,0,0,0,0 +bondsbo01,1971,1,SFN,NL,155,619,110,178,32,4,33,102,26,8,62,137,6,5,0,5,10 +bonhabi01,1971,1,CHN,NL,33,12,2,2,0,0,0,0,0,0,0,4,0,0,0,0,0 +borbope01,1971,1,CIN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bosmadi01,1971,1,WS2,AL,35,75,5,7,1,0,0,3,0,0,8,31,0,0,5,0,1 +bosweda01,1971,1,DET,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bosweda01,1971,2,BAL,AL,15,5,1,1,1,0,0,1,0,0,0,3,0,0,0,0,0 +bosweke01,1971,1,NYN,NL,116,392,46,107,20,1,5,40,5,2,36,31,4,2,2,4,11 +bourqpa01,1971,1,CHN,NL,14,37,3,7,0,1,1,3,0,0,3,9,0,0,1,0,1 +bowala01,1971,1,PHI,NL,159,650,74,162,18,5,0,25,28,11,36,61,2,5,4,1,4 +boyercl02,1971,1,ATL,NL,30,98,10,24,1,0,6,19,0,0,8,11,2,0,1,1,1 +bradfbu01,1971,1,CLE,AL,20,38,4,6,2,1,0,3,0,0,6,10,1,0,0,0,2 +bradfbu01,1971,2,CIN,NL,79,100,17,20,3,0,2,12,4,2,14,23,4,3,1,0,2 +bradlto01,1971,1,CHA,AL,48,96,6,15,0,0,1,6,0,0,1,32,0,0,7,0,0 +brandbu01,1971,1,PHI,NL,52,13,0,2,0,0,0,0,0,0,0,7,0,0,2,0,0 +brandro01,1971,1,MON,NL,47,56,3,12,0,0,0,1,1,1,3,5,0,0,2,0,0 +braunst01,1971,1,MIN,AL,128,343,51,87,12,2,5,35,8,3,48,50,4,5,2,4,8 +bravoan01,1971,1,CIN,NL,5,5,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +bravoan01,1971,2,SDN,NL,52,58,6,9,2,0,0,6,0,1,8,12,1,1,0,1,0 +breazji01,1971,1,ATL,NL,10,21,1,4,0,0,1,3,0,0,0,3,0,0,0,1,0 +breedda01,1971,1,CHN,NL,25,65,3,10,1,0,0,4,0,0,9,18,0,1,3,1,2 +breedha01,1971,1,CHN,NL,23,36,1,5,1,0,1,2,0,0,2,7,0,0,1,0,0 +brettke01,1971,1,BOS,AL,29,10,0,2,0,0,0,0,0,0,0,2,0,0,1,0,0 +breweji01,1971,1,LAN,NL,55,9,0,3,0,0,0,1,0,0,0,2,0,0,0,0,0 +briggjo02,1971,1,PHI,NL,10,22,3,4,1,0,0,3,0,0,6,2,1,0,0,0,0 +briggjo02,1971,2,ML4,AL,125,375,51,99,11,1,21,59,1,2,71,79,7,1,2,5,4 +brilene01,1971,1,PIT,NL,37,39,3,10,3,0,1,4,0,0,2,13,0,0,3,0,0 +brinkch01,1971,1,CHA,AL,15,20,0,4,0,0,0,1,0,0,3,5,1,0,1,0,0 +brinked01,1971,1,DET,AL,159,527,40,120,18,2,1,37,1,4,44,54,7,7,6,5,14 +brittji02,1971,1,MON,NL,16,9,0,0,0,0,0,0,0,0,0,6,0,0,1,0,1 +brobepe01,1971,1,WS2,AL,18,44,2,5,2,0,1,4,0,0,1,22,0,0,3,0,0 +brocklo01,1971,1,SLN,NL,157,640,126,200,37,7,7,61,64,19,76,107,5,1,1,2,5 +brossfr01,1971,1,PIT,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brownby01,1971,1,PHI,NL,58,68,5,14,3,0,3,5,0,0,8,23,0,0,0,0,0 +brownga01,1971,1,DET,AL,82,195,37,66,2,3,11,29,4,2,21,17,2,2,0,0,4 +brownik01,1971,1,DET,AL,59,110,20,28,1,0,8,19,0,1,19,25,1,0,1,2,4 +brownja01,1971,1,WS2,AL,14,15,1,2,0,0,0,1,0,0,0,10,0,0,0,0,0 +brownla01,1971,1,CLE,AL,13,50,4,11,1,0,0,5,0,0,3,3,0,1,0,0,2 +brownla01,1971,2,OAK,AL,70,189,14,37,2,1,1,9,1,2,7,19,0,1,3,0,7 +brownol02,1971,1,SDN,NL,145,484,36,132,16,0,9,55,3,3,52,74,5,3,1,2,10 +brownos01,1971,1,ATL,NL,27,43,4,9,4,0,0,5,0,0,3,8,0,0,0,0,0 +brunege01,1971,1,SLN,NL,7,3,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +bryanro01,1971,1,SFN,NL,27,50,7,10,1,0,0,5,0,0,1,13,0,0,1,1,0 +bryest01,1971,1,MIN,AL,28,107,10,24,1,0,3,11,3,1,7,15,0,0,0,1,4 +bucknbi01,1971,1,LAN,NL,108,358,37,99,15,1,5,41,4,1,11,18,4,5,7,2,6 +bufordo01,1971,1,BAL,AL,122,449,99,130,19,4,19,54,15,7,89,62,15,7,2,2,2 +bunkewa01,1971,1,KCA,AL,7,9,0,0,0,0,0,0,0,0,1,5,0,0,0,0,0 +bunniji01,1971,1,PHI,NL,31,25,1,3,0,0,1,2,0,0,1,9,0,0,3,1,0 +burbabi01,1971,1,NYA,AL,2,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +burdabo01,1971,1,SLN,NL,65,71,6,21,0,0,1,12,0,0,10,11,2,1,0,1,2 +burgmto01,1971,1,KCA,AL,68,20,2,5,2,0,0,0,0,0,1,7,0,0,0,0,0 +burroje01,1971,1,WS2,AL,59,181,20,42,9,0,5,25,1,0,22,55,0,1,0,0,4 +bussera01,1971,1,HOU,NL,10,34,2,5,3,0,0,4,0,0,2,9,0,0,1,0,0 +butlebi02,1971,1,KCA,AL,14,12,0,1,0,0,0,1,0,0,0,10,0,0,0,1,0 +cainle01,1971,1,DET,AL,27,55,7,8,1,0,1,2,0,0,1,23,0,0,2,0,0 +caldwmi01,1971,1,SDN,NL,6,1,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0 +callijo01,1971,1,CHN,NL,103,290,27,61,12,1,8,38,2,1,36,55,8,2,1,4,6 +camillo01,1971,1,CLE,AL,39,81,5,16,2,0,0,0,0,0,8,10,1,0,0,0,3 +campabe01,1971,1,OAK,AL,134,569,80,143,18,4,5,47,34,7,29,64,1,2,3,6,7 +campbda01,1971,1,SDN,NL,108,365,38,83,14,2,7,29,9,6,37,75,0,0,12,0,5 +campisa01,1971,1,MIN,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cannich01,1971,1,SDN,NL,21,63,2,12,1,0,1,8,0,0,11,10,0,1,0,0,7 +cannich01,1971,2,CHN,NL,71,197,18,42,8,1,5,23,0,0,28,24,2,1,6,2,13 +caprabu01,1971,1,NYN,NL,3,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +carbobe01,1971,1,CIN,NL,106,310,33,68,20,1,5,20,2,1,54,56,4,2,2,1,6 +cardejo02,1971,1,SLN,NL,89,301,37,73,12,4,7,48,12,3,29,35,1,0,2,7,8 +cardejo02,1971,2,ML4,AL,53,198,20,51,10,0,3,32,9,5,13,20,0,1,0,7,4 +cardele01,1971,1,MIN,AL,153,554,59,146,25,4,18,75,3,3,51,69,5,1,7,11,16 +carewro01,1971,1,MIN,AL,147,577,88,177,16,10,2,48,6,7,45,81,1,1,6,3,23 +carltst01,1971,1,SLN,NL,37,96,5,17,4,0,0,8,0,0,4,31,0,0,7,0,4 +carrido01,1971,1,SFN,NL,22,17,3,3,2,0,0,2,1,0,0,3,0,0,4,0,0 +carrocl02,1971,1,CIN,NL,61,10,0,1,0,0,0,0,0,0,0,4,0,0,3,0,0 +casanpa01,1971,1,WS2,AL,94,311,19,63,9,1,5,26,0,3,14,52,1,1,1,2,8 +cashda01,1971,1,PIT,NL,123,478,79,138,17,4,2,34,13,5,46,33,0,0,5,3,10 +cashno01,1971,1,DET,AL,135,452,72,128,10,3,32,91,1,0,59,86,7,7,1,4,5 +caterda01,1971,1,NYA,AL,121,428,39,118,16,5,4,50,0,3,19,25,4,2,4,3,18 +cedence01,1971,1,HOU,NL,161,611,85,161,40,6,10,81,20,9,25,102,5,3,3,7,9 +cepedor01,1971,1,ATL,NL,71,250,31,69,10,1,14,44,3,6,22,29,7,0,0,4,12 +ceyro01,1971,1,LAN,NL,2,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +chambch01,1971,1,CLE,AL,111,415,49,114,20,4,9,48,2,0,40,83,1,2,2,0,9 +champbi01,1971,1,PHI,NL,37,27,0,3,1,0,0,2,0,0,0,9,0,0,0,0,0 +chancde01,1971,1,DET,AL,31,21,0,0,0,0,0,0,0,0,0,16,0,0,1,0,0 +chaneda01,1971,1,CIN,NL,10,24,2,3,0,0,0,1,0,1,1,3,0,0,0,0,0 +chileri01,1971,1,HOU,NL,67,119,12,27,5,1,2,15,0,1,6,20,0,1,1,1,2 +chlupbo01,1971,1,SLN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chrisbr01,1971,1,CAL,AL,29,63,4,17,1,0,0,3,0,1,6,5,1,0,2,0,2 +clarkho01,1971,1,NYA,AL,159,625,76,156,23,7,2,41,17,7,64,43,2,2,4,1,14 +clarkji03,1971,1,CLE,AL,13,18,2,3,0,1,0,0,0,0,2,7,0,0,0,0,1 +clarkri01,1971,1,CAL,AL,11,15,1,4,0,0,0,0,0,0,0,4,0,0,1,0,0 +clarkro02,1971,1,OAK,AL,2,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +clemero01,1971,1,PIT,NL,132,522,82,178,29,8,13,86,1,2,26,65,5,0,1,4,19 +clemola01,1971,1,KCA,AL,10,7,4,2,0,1,1,1,0,0,1,1,0,0,1,0,0 +clenddo01,1971,1,NYN,NL,88,263,29,65,10,0,11,37,1,2,21,78,3,1,0,3,12 +clevere01,1971,1,SLN,NL,34,82,5,14,2,0,0,7,0,0,1,16,0,0,4,1,1 +clinege01,1971,1,PIT,NL,97,273,52,84,12,4,1,24,15,6,22,36,0,3,2,0,1 +clinety01,1971,1,CIN,NL,69,97,12,19,1,0,0,1,2,2,18,16,0,2,1,0,0 +clonito01,1971,1,CIN,NL,28,27,1,7,1,0,0,1,0,0,0,10,0,0,2,0,0 +clostal01,1971,1,NYA,AL,14,6,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +colbena01,1971,1,SDN,NL,156,565,81,149,25,3,27,84,5,2,63,119,6,4,2,5,17 +colbevi01,1971,1,CLE,AL,52,29,3,4,1,0,0,0,0,0,2,11,0,0,2,0,0 +colboji01,1971,1,CHN,NL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +colemjo05,1971,1,DET,AL,39,96,1,9,2,0,0,2,0,0,6,39,0,0,9,1,3 +collike01,1971,1,DET,AL,35,41,6,11,2,1,1,4,0,0,0,12,0,0,0,0,1 +conceda01,1971,1,CIN,NL,130,327,24,67,4,4,1,20,9,3,18,51,2,0,8,1,10 +conigbi01,1971,1,BOS,AL,101,351,42,92,26,1,11,33,3,2,25,68,4,0,2,2,9 +conigto01,1971,1,CAL,AL,74,266,23,59,18,0,4,15,3,3,23,52,1,1,1,1,10 +cookro02,1971,1,HOU,NL,6,8,1,2,0,0,0,0,0,0,0,3,0,0,0,0,0 +coombda01,1971,1,SDN,NL,19,14,2,3,1,0,0,1,0,0,1,8,0,0,2,0,0 +coopece01,1971,1,BOS,AL,14,42,9,13,4,1,0,3,1,0,5,4,1,1,0,1,0 +corbira01,1971,1,MIN,AL,52,34,3,7,0,0,0,2,0,0,2,17,0,0,4,0,0 +corkimi01,1971,1,SDN,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +corrapa01,1971,1,CIN,NL,40,94,6,17,2,0,0,6,0,0,6,17,1,0,2,0,1 +cowanbi01,1971,1,CAL,AL,74,174,12,48,8,0,4,20,1,1,7,41,1,0,1,0,2 +coxca01,1971,1,WS2,AL,54,26,1,2,0,0,0,0,0,0,1,19,0,0,1,0,0 +crawfwi01,1971,1,LAN,NL,114,342,64,96,16,6,9,40,5,2,28,49,2,1,1,3,6 +crowlte01,1971,1,BAL,AL,18,23,2,4,0,0,0,1,0,0,3,4,0,0,0,0,2 +cruzjo01,1971,1,SLN,NL,83,292,46,80,13,2,9,27,6,3,49,35,6,1,1,3,6 +cuellmi01,1971,1,BAL,AL,38,107,7,11,1,0,1,5,0,0,2,54,0,0,8,0,2 +culleti01,1971,1,WS2,AL,125,403,34,77,13,4,2,26,2,0,33,47,4,0,6,1,11 +culpra01,1971,1,BOS,AL,35,68,5,8,0,0,0,5,0,0,6,40,0,0,17,0,1 +culvege01,1971,1,HOU,NL,59,11,0,1,0,0,0,2,0,0,0,4,0,0,3,0,1 +cumbejo01,1971,1,SFN,NL,45,59,1,7,0,0,0,3,0,0,1,22,0,0,1,0,2 +curtijo01,1971,1,BOS,AL,5,9,0,1,0,0,0,0,0,0,0,5,0,0,0,0,0 +dalcabr01,1971,1,KCA,AL,25,46,4,4,0,0,0,2,0,0,1,19,0,0,6,0,0 +dalrycl01,1971,1,BAL,AL,23,49,6,10,1,0,1,6,0,0,16,13,1,1,1,0,0 +darwibo01,1971,1,LAN,NL,11,20,2,5,1,0,1,4,0,0,2,9,0,0,0,0,0 +davalvi01,1971,1,PIT,NL,99,295,48,84,14,6,1,33,10,2,11,31,1,2,1,3,4 +davanje01,1971,1,BAL,AL,38,81,14,19,5,0,0,4,0,0,12,20,0,1,0,0,5 +davisbr02,1971,1,CHN,NL,106,301,22,77,7,5,0,28,0,6,35,34,0,2,4,2,1 +davisto02,1971,1,OAK,AL,79,219,26,71,8,1,3,42,7,1,15,19,1,0,1,3,10 +daviswi02,1971,1,LAN,NL,158,641,84,198,33,10,10,74,20,8,23,47,3,0,3,5,17 +daybo01,1971,1,MON,NL,127,371,53,105,10,2,4,33,9,4,33,39,5,1,16,1,4 +deanto01,1971,1,SDN,NL,41,70,2,8,0,0,0,1,1,0,4,13,0,0,6,0,2 +deckejo01,1971,1,CHN,NL,22,8,1,2,1,0,0,0,0,0,1,5,0,0,1,0,0 +dempsri01,1971,1,MIN,AL,6,13,2,4,1,0,0,0,0,0,1,1,0,0,0,0,1 +denehbi01,1971,1,DET,AL,31,2,0,0,0,0,0,0,0,0,3,0,0,0,1,0,0 +didiebo01,1971,1,ATL,NL,51,155,9,34,4,1,0,5,0,0,6,17,5,0,10,0,3 +dierkla01,1971,1,HOU,NL,24,54,4,4,1,0,0,2,0,0,1,16,0,0,3,0,3 +dietzdi01,1971,1,SFN,NL,142,453,58,114,19,0,19,72,1,3,97,86,8,4,2,2,8 +dobsoch01,1971,1,OAK,AL,30,66,9,13,5,0,0,8,0,0,3,9,0,0,5,2,1 +dobsopa01,1971,1,BAL,AL,38,91,3,10,0,0,0,4,0,0,3,28,0,0,13,0,2 +downial01,1971,1,LAN,NL,37,92,4,16,2,0,0,10,0,0,6,28,0,0,8,0,5 +doylede01,1971,1,PHI,NL,95,342,34,79,12,1,3,24,4,2,19,31,0,5,0,2,6 +drabomo01,1971,1,SLN,NL,51,6,0,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +dragodi01,1971,1,KCA,AL,35,77,3,10,3,0,0,4,0,0,8,44,0,0,7,0,1 +duffyfr01,1971,1,CIN,NL,13,16,0,3,1,0,0,1,0,0,1,2,0,0,0,0,0 +duffyfr01,1971,2,SFN,NL,21,28,4,5,0,0,0,2,0,0,0,10,0,0,1,0,1 +dukesto01,1971,1,BAL,AL,28,7,1,1,1,0,0,2,0,0,0,3,0,0,0,0,0 +duncada01,1971,1,OAK,AL,103,363,39,92,13,1,15,40,1,1,28,77,2,1,4,2,6 +dunnist01,1971,1,CLE,AL,32,55,5,10,1,0,1,7,0,0,4,19,0,0,8,1,0 +dyerdu01,1971,1,NYN,NL,59,169,13,39,7,1,2,18,1,0,14,45,4,1,0,1,4 +eddydo01,1971,1,CHA,AL,22,1,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0 +edwarjo01,1971,1,HOU,NL,106,317,18,74,13,4,1,23,1,1,26,38,9,0,1,1,0 +eganto01,1971,1,CHA,AL,85,251,29,60,11,1,10,34,1,0,26,94,1,4,0,0,2 +ellisdo01,1971,1,PIT,NL,44,79,11,16,0,0,0,12,2,0,6,29,0,0,10,0,1 +ellisjo01,1971,1,NYA,AL,83,238,16,58,12,1,3,34,0,0,23,42,5,6,1,3,12 +ellisro01,1971,1,ML4,AL,36,111,9,22,2,0,0,6,0,2,12,24,0,1,3,2,5 +ellswdi01,1971,1,ML4,AL,11,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +epstemi01,1971,1,WS2,AL,24,85,6,21,1,1,1,9,1,0,12,31,1,4,0,0,0 +epstemi01,1971,2,OAK,AL,104,329,43,77,13,0,18,51,0,3,62,71,5,8,2,1,3 +estrafr01,1971,1,NYN,NL,1,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +etchean01,1971,1,BAL,AL,70,222,21,60,8,0,9,29,1,4,16,40,2,1,3,1,5 +evansda01,1971,1,ATL,NL,89,260,42,63,11,1,12,38,2,3,39,54,4,1,0,5,4 +faheybi01,1971,1,WS2,AL,2,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +faireji01,1971,1,MON,NL,92,200,19,49,8,1,1,19,3,3,12,23,5,0,6,2,2 +fairlro01,1971,1,MON,NL,146,447,58,115,23,0,13,71,1,3,81,65,10,5,3,6,7 +fanzoca01,1971,1,CHN,NL,12,43,5,8,2,0,2,5,0,0,2,7,0,0,0,0,1 +farmeed01,1971,1,CLE,AL,43,14,0,1,0,0,0,0,0,0,1,6,0,0,1,0,0 +fergujo01,1971,1,LAN,NL,36,102,13,22,3,0,2,7,1,0,12,15,1,1,0,0,3 +fernafr01,1971,1,OAK,AL,2,4,0,0,0,0,0,0,0,0,1,2,0,0,0,0,0 +fernafr01,1971,2,WS2,AL,18,30,0,3,0,0,0,4,0,0,4,10,0,0,1,2,2 +fernafr01,1971,3,OAK,AL,2,5,1,1,1,0,0,1,0,0,0,1,0,0,0,0,0 +fernafr01,1971,4,CHN,NL,17,41,11,7,1,0,4,4,0,0,17,15,0,0,0,0,0 +ferraal01,1971,1,SDN,NL,17,17,0,2,1,0,0,2,0,0,5,5,1,0,0,0,2 +ferraal01,1971,2,CIN,NL,32,33,2,6,0,0,1,5,0,0,3,10,0,1,0,0,1 +fingero01,1971,1,OAK,AL,48,33,4,7,0,0,0,0,0,0,1,7,0,0,5,0,0 +fioremi01,1971,1,BOS,AL,51,62,9,11,2,0,1,6,0,3,12,14,1,0,1,0,1 +fisheed02,1971,1,CAL,AL,57,16,0,1,0,0,0,0,0,0,2,7,0,0,1,0,0 +fiskca01,1971,1,BOS,AL,14,48,7,15,2,1,2,6,0,0,1,10,0,0,0,0,1 +fitzmal01,1971,1,KCA,AL,36,44,6,11,1,0,0,3,0,0,0,16,0,0,2,1,0 +floodcu01,1971,1,WS2,AL,13,35,4,7,0,0,0,2,0,1,5,2,0,0,0,0,1 +floydbo01,1971,1,KCA,AL,31,66,8,10,3,0,0,2,0,0,7,21,0,0,0,0,0 +foliti01,1971,1,NYN,NL,97,288,32,65,12,2,0,24,5,0,18,50,4,1,3,2,7 +foorji01,1971,1,DET,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fordte01,1971,1,CLE,AL,74,196,15,38,6,0,2,14,2,2,9,34,0,0,1,0,5 +forscke01,1971,1,HOU,NL,33,59,2,8,1,0,0,1,0,0,1,30,0,0,3,0,0 +forstte01,1971,1,CHA,AL,45,5,1,2,1,0,0,0,0,0,0,1,0,0,0,0,0 +fossera01,1971,1,CLE,AL,133,486,53,134,21,1,12,62,4,1,36,62,6,4,0,3,15 +fosteal01,1971,1,CLE,AL,37,51,2,2,1,0,0,3,0,0,1,18,0,0,7,1,0 +fostege01,1971,1,SFN,NL,36,105,11,28,5,0,3,8,0,1,6,27,1,0,0,1,4 +fostege01,1971,2,CIN,NL,104,368,39,86,18,4,10,50,7,6,23,93,2,7,1,3,16 +fostele01,1971,1,ATL,NL,9,10,1,0,0,0,0,0,0,0,0,1,0,0,0,0,1 +fostero01,1971,1,CLE,AL,125,396,51,97,21,1,18,45,6,1,35,48,2,6,0,2,12 +foyjo01,1971,1,WS2,AL,41,128,12,30,8,0,0,11,4,1,27,14,0,0,1,2,4 +frankja02,1971,1,SDN,NL,3,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +freedro01,1971,1,PHI,NL,118,348,23,77,12,1,6,37,0,3,44,86,3,3,3,3,7 +freehbi01,1971,1,DET,AL,148,516,57,143,26,4,21,71,2,7,54,48,9,9,3,4,13 +fregoji01,1971,1,CAL,AL,107,347,31,81,15,1,5,33,2,1,39,61,6,5,5,3,4 +frencji01,1971,1,WS2,AL,14,41,6,6,2,0,0,4,0,2,7,7,0,0,1,0,3 +friseda01,1971,1,NYN,NL,53,13,1,3,0,0,0,1,0,0,1,2,0,0,1,0,0 +frymawo01,1971,1,PHI,NL,37,37,0,7,0,0,0,0,0,0,1,9,0,0,5,0,0 +fuentti01,1971,1,SFN,NL,152,630,63,172,28,6,4,52,12,2,18,46,2,6,16,2,15 +gagliph01,1971,1,BOS,AL,47,68,11,22,5,0,0,13,0,0,11,5,0,0,1,1,1 +gallaal01,1971,1,SFN,NL,136,429,47,119,18,5,5,57,2,1,40,57,10,2,4,3,15 +gamblos01,1971,1,PHI,NL,92,280,24,62,11,1,6,23,5,2,21,35,2,1,3,4,1 +gardnro01,1971,1,OAK,AL,4,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +gardnro01,1971,2,NYA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +garmami01,1971,1,BOS,AL,3,6,0,2,0,0,0,0,0,0,0,2,0,0,0,0,0 +garread01,1971,1,OAK,AL,14,21,1,3,0,0,1,2,0,0,5,7,1,0,0,0,0 +garregr01,1971,1,CIN,NL,2,3,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +garrewa01,1971,1,NYN,NL,56,202,20,43,2,0,1,11,1,3,28,31,2,1,3,1,6 +garrigi01,1971,1,ATL,NL,79,125,8,27,3,0,0,12,0,1,15,12,1,0,3,0,3 +garrra01,1971,1,ATL,NL,154,639,101,219,24,6,9,44,30,14,30,68,1,2,18,4,7 +garvest01,1971,1,LAN,NL,81,225,27,51,12,1,7,26,1,2,21,33,2,0,1,2,6 +gasparo01,1971,1,SDN,NL,16,17,1,2,0,0,0,2,0,1,3,3,0,0,0,0,0 +gastoci01,1971,1,SDN,NL,141,518,57,118,13,9,17,61,1,0,24,121,1,2,2,1,10 +gebhabo01,1971,1,MIN,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gelnajo01,1971,1,ML4,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gentrga01,1971,1,NYN,NL,32,68,2,5,0,0,0,3,0,0,0,36,0,0,6,1,1 +geronce01,1971,1,HOU,NL,94,82,13,18,2,2,1,6,2,2,5,31,0,0,1,0,0 +gibbojo01,1971,1,CIN,NL,50,1,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +gibbsja01,1971,1,NYA,AL,70,206,23,45,9,0,5,21,2,2,12,23,1,3,2,1,3 +gibsobo01,1971,1,SLN,NL,31,87,5,15,0,1,2,10,1,0,3,24,0,1,2,2,2 +gibsoru01,1971,1,SFN,NL,25,57,2,11,1,1,1,7,0,0,2,13,0,0,0,0,2 +gilbrbi01,1971,1,DET,AL,9,11,0,2,0,0,0,0,0,0,0,7,0,0,0,0,0 +gilgu01,1971,1,ML4,AL,14,32,3,5,1,0,0,3,1,0,10,5,1,0,2,0,0 +giustda01,1971,1,PIT,NL,58,17,1,1,0,0,0,2,0,0,1,4,0,0,0,0,0 +gladdfr01,1971,1,HOU,NL,48,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1 +gogolbi01,1971,1,WS2,AL,27,32,1,5,1,0,0,4,0,0,2,14,0,0,4,0,1 +gonzato01,1971,1,CAL,AL,111,314,32,77,9,2,3,38,0,1,28,28,5,3,2,3,10 +goodsed01,1971,1,SFN,NL,20,42,4,8,1,0,0,1,0,0,2,4,0,0,0,0,3 +gosgeji01,1971,1,MON,NL,51,102,7,16,2,2,0,8,1,1,9,17,0,1,2,1,3 +grababi01,1971,1,LAN,NL,44,71,9,16,5,0,0,6,1,2,19,16,0,0,0,0,2 +grangwa01,1971,1,CIN,NL,70,7,1,1,0,0,1,1,0,0,1,3,0,0,1,0,0 +grantmu01,1971,1,PIT,NL,42,8,1,2,1,0,0,1,0,0,1,3,0,0,0,0,0 +grantmu01,1971,2,OAK,AL,15,3,1,1,0,0,0,0,0,0,0,1,0,0,2,0,0 +greendi01,1971,1,OAK,AL,144,475,58,116,14,1,12,49,1,1,51,83,14,3,6,3,14 +greifbi01,1971,1,HOU,NL,7,3,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +grichbo01,1971,1,BAL,AL,7,30,7,9,0,0,1,6,1,0,5,8,0,0,0,0,0 +griffdo01,1971,1,BOS,AL,125,483,51,118,23,2,3,27,11,5,31,45,3,2,7,3,12 +griffto02,1971,1,HOU,NL,10,9,0,1,0,0,0,0,0,0,1,2,0,0,0,0,2 +grimsro02,1971,1,CIN,NL,26,51,3,6,0,0,0,1,0,0,3,16,0,0,6,0,2 +groteje01,1971,1,NYN,NL,125,403,35,109,25,0,2,35,1,4,40,47,4,2,4,1,19 +grzenjo01,1971,1,WS2,AL,46,7,0,1,0,0,0,1,0,0,0,4,0,0,2,0,0 +guinnsk01,1971,1,HOU,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gulledo01,1971,1,CIN,NL,40,75,3,9,1,0,0,3,0,0,1,20,0,1,5,0,1 +gurala01,1971,1,CHN,NL,6,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gutiece01,1971,1,DET,AL,38,37,8,7,0,0,0,4,0,0,0,3,0,1,1,0,0 +guzmasa01,1971,1,SLN,NL,2,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +hackeri01,1971,1,MON,NL,16,33,2,4,1,0,0,2,0,0,3,12,0,0,1,0,0 +haguejo01,1971,1,SLN,NL,129,380,46,86,9,3,16,54,0,3,58,69,10,2,0,3,6 +hahndo01,1971,1,NYN,NL,98,178,16,42,5,1,1,11,2,3,21,32,1,1,1,2,4 +halldi01,1971,1,BAL,AL,27,5,0,2,1,0,0,0,0,0,0,1,0,0,1,0,0 +halleto01,1971,1,LAN,NL,84,202,23,54,5,0,5,32,0,2,25,30,8,2,0,5,5 +hallto01,1971,1,MIN,AL,49,34,5,9,1,0,0,1,0,0,1,5,0,0,1,0,1 +hambrro01,1971,1,NYA,AL,18,2,0,1,0,0,0,1,0,0,0,1,0,0,0,0,0 +hamilst01,1971,1,SFN,NL,39,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hammpe01,1971,1,MIN,AL,13,11,1,3,1,0,0,0,0,0,0,5,0,0,1,0,0 +handri01,1971,1,CLE,AL,16,16,1,2,0,0,0,0,0,0,1,7,0,0,2,0,0 +handsbi01,1971,1,CHN,NL,36,72,3,6,3,0,0,6,0,0,6,42,0,0,9,0,0 +hannaji01,1971,1,DET,AL,7,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hannaji01,1971,2,ML4,AL,21,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +hansero02,1971,1,NYA,AL,61,145,6,30,3,0,2,20,0,0,9,27,2,0,0,5,5 +hardiji01,1971,1,BAL,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hardiji01,1971,2,NYA,AL,12,4,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +hargast01,1971,1,CLE,AL,37,32,0,2,0,0,0,0,0,0,0,13,0,0,1,0,2 +harmote01,1971,1,PHI,NL,79,221,27,45,4,2,0,12,3,2,20,45,0,4,1,2,0 +harpeto01,1971,1,ML4,AL,152,585,79,151,26,3,14,52,25,3,65,92,4,1,1,1,3 +harrato01,1971,1,WS2,AL,127,383,45,88,11,3,2,22,10,9,40,48,3,0,2,3,8 +harrebu01,1971,1,NYN,NL,142,547,55,138,16,6,0,32,28,7,53,59,0,2,13,3,6 +harreke01,1971,1,CLE,AL,52,161,20,32,2,0,5,14,1,0,24,21,3,0,1,1,4 +harribu03,1971,1,HOU,NL,20,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +harrich02,1971,1,KCA,AL,49,143,9,31,4,0,2,21,0,0,11,19,2,0,0,4,1 +hartji01,1971,1,SFN,NL,31,39,5,10,0,0,2,5,0,1,6,8,0,0,0,0,1 +hasslan01,1971,1,CAL,AL,6,5,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +haydeha01,1971,1,MIN,AL,31,3,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +healyfr02,1971,1,SFN,NL,47,93,10,26,3,0,2,11,1,0,15,24,0,0,0,0,2 +hebneri01,1971,1,PIT,NL,112,388,50,105,17,8,17,67,2,2,32,68,1,3,5,6,6 +hedlumi01,1971,1,KCA,AL,32,68,2,6,0,0,0,2,0,0,2,26,0,0,5,0,1 +heganmi01,1971,1,ML4,AL,46,122,19,27,4,1,4,11,1,1,26,19,2,0,5,1,2 +heganmi01,1971,2,OAK,AL,65,55,5,13,3,0,0,3,1,0,5,13,0,0,1,0,0 +heideja01,1971,1,CLE,AL,81,240,16,50,7,0,0,9,1,3,12,46,0,2,5,1,5 +heisebo01,1971,1,SFN,NL,13,11,2,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +heisebo01,1971,2,ML4,AL,68,189,10,48,7,0,0,7,1,1,7,15,1,0,1,1,5 +helmsto01,1971,1,CIN,NL,150,547,40,141,26,1,3,52,3,4,26,33,5,1,7,7,17 +hendeke01,1971,1,SFN,NL,141,504,80,133,26,6,15,65,18,3,84,76,12,3,3,4,9 +hendrel01,1971,1,BAL,AL,101,316,33,79,14,1,9,42,0,0,39,38,5,2,2,2,9 +hendrge01,1971,1,OAK,AL,42,114,8,27,4,1,0,8,0,1,3,20,0,0,3,1,6 +henniph01,1971,1,CLE,AL,57,6,0,0,0,0,0,1,0,0,2,3,0,0,2,0,0 +herbero01,1971,1,ATL,NL,25,11,0,1,0,0,0,0,0,0,0,8,0,0,0,0,0 +hernaen01,1971,1,SDN,NL,143,549,58,122,9,3,0,12,21,5,54,34,1,3,12,0,6 +hernaja01,1971,1,PIT,NL,88,233,30,48,7,3,3,26,0,2,17,45,2,0,2,3,4 +hernara01,1971,1,PIT,NL,10,2,0,1,0,0,0,1,0,0,0,1,0,0,0,0,0 +herrmed01,1971,1,CHA,AL,101,294,32,63,6,0,11,35,2,0,44,48,12,2,0,4,8 +hershmi01,1971,1,CHA,AL,74,177,22,46,9,0,2,15,6,2,30,23,3,4,2,1,5 +hiattja01,1971,1,HOU,NL,69,174,16,48,8,1,1,16,0,1,35,39,2,2,2,1,1 +hickmji02,1971,1,CHN,NL,117,383,50,98,13,2,19,60,0,1,50,61,7,3,3,5,12 +higgide01,1971,1,SLN,NL,3,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hintoch01,1971,1,CLE,AL,88,147,13,33,7,0,5,14,0,0,20,34,2,0,0,0,3 +hintori01,1971,1,CHA,AL,18,1,1,0,0,0,0,0,1,0,0,0,0,0,2,0,0 +hiserge01,1971,1,CHN,NL,17,29,4,6,0,0,0,1,1,0,4,8,0,0,1,0,0 +hislela01,1971,1,PHI,NL,36,76,7,15,3,0,0,3,1,0,6,22,1,0,0,0,3 +hodgego01,1971,1,CLE,AL,80,83,3,17,3,0,1,9,0,0,4,19,1,2,0,1,2 +hoernjo01,1971,1,PHI,NL,49,10,0,1,0,0,0,0,0,0,0,5,0,0,0,0,0 +holtji01,1971,1,MIN,AL,126,340,35,88,11,3,1,29,5,1,16,28,4,1,2,2,11 +holtzke01,1971,1,CHN,NL,30,69,4,9,2,0,1,5,0,0,3,15,0,0,2,1,1 +hootobu01,1971,1,CHN,NL,3,7,0,0,0,0,0,0,0,0,1,6,0,0,0,0,0 +hopkiga01,1971,1,KCA,AL,103,295,35,82,16,1,9,47,3,1,37,13,9,4,1,2,8 +horlejo01,1971,1,CHA,AL,36,40,1,4,0,0,0,1,0,0,0,3,0,0,2,1,0 +hortowi01,1971,1,DET,AL,119,450,64,130,25,1,22,72,1,5,37,75,8,7,0,4,15 +hosleti01,1971,1,DET,AL,7,16,2,3,0,0,2,6,0,0,0,1,0,0,0,0,1 +hottmke01,1971,1,CHA,AL,6,16,1,2,0,0,0,0,0,0,1,2,0,0,0,0,1 +houghch01,1971,1,LAN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +houseto01,1971,1,ATL,NL,11,5,1,2,0,0,0,0,0,0,0,0,0,0,0,0,0 +hovlest01,1971,1,OAK,AL,24,27,3,3,2,0,0,3,2,0,7,9,0,1,0,1,0 +howarfr01,1971,1,WS2,AL,153,549,60,153,25,2,26,83,1,0,77,121,20,2,0,5,29 +howarji01,1971,1,SFN,NL,7,13,3,3,1,0,0,2,0,0,3,3,0,0,0,0,0 +howarla01,1971,1,HOU,NL,24,64,6,15,3,0,2,14,0,1,3,17,0,0,0,1,2 +hraboal01,1971,1,SLN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +humphte01,1971,1,MON,NL,9,26,1,5,1,0,0,1,0,0,0,4,0,0,0,0,1 +hundlra01,1971,1,CHN,NL,9,21,1,7,1,0,0,2,0,0,0,2,0,0,0,0,0 +huntebu01,1971,1,BOS,AL,8,9,2,2,1,0,0,0,0,0,2,1,0,0,0,0,0 +hunteca01,1971,1,OAK,AL,38,103,14,36,1,1,1,12,1,0,2,11,0,0,4,0,3 +huntro01,1971,1,MON,NL,152,520,89,145,20,3,5,38,5,7,58,41,1,50,8,2,1 +huntzst01,1971,1,CHA,AL,35,86,10,18,3,1,2,6,1,0,7,9,0,0,2,1,1 +iviemi01,1971,1,SDN,NL,6,17,0,8,0,0,0,3,0,0,1,1,1,1,0,0,3 +jacksgr01,1971,1,BAL,AL,29,22,5,2,0,0,1,2,0,0,2,7,0,0,0,0,1 +jacksmi01,1971,1,SLN,NL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +jacksre01,1971,1,OAK,AL,150,567,87,157,29,3,32,80,16,10,63,161,5,6,0,6,7 +jacksso01,1971,1,ATL,NL,149,547,58,141,20,5,2,25,7,6,35,45,1,1,7,3,8 +jacqupa01,1971,1,CHA,AL,2,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +jamescl01,1971,1,CHN,NL,54,150,25,43,7,0,2,13,6,2,10,16,0,6,5,1,3 +janesje01,1971,1,WS2,AL,23,14,2,3,0,0,0,0,0,0,1,4,0,0,2,0,0 +jarvipa01,1971,1,ATL,NL,35,47,2,5,0,0,0,3,0,0,2,12,0,0,4,0,0 +javieju01,1971,1,SLN,NL,90,259,32,67,6,4,3,28,5,1,9,33,3,2,3,3,7 +jenkife01,1971,1,CHN,NL,39,115,13,28,7,1,6,20,0,0,7,40,0,0,8,2,2 +jestaga01,1971,1,CHN,NL,3,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jestaga01,1971,2,SDN,NL,75,189,17,55,13,0,0,13,1,3,11,24,0,0,3,1,9 +jeterjo01,1971,1,SDN,NL,18,75,8,24,4,0,1,3,2,0,2,16,0,0,2,0,1 +johnsal01,1971,1,CAL,AL,65,242,19,63,8,0,2,21,5,2,15,34,3,2,1,1,10 +johnsba01,1971,1,CHA,AL,53,57,3,11,1,0,0,8,0,0,0,12,0,1,3,0,1 +johnsbo03,1971,1,PIT,NL,31,48,3,3,0,0,0,2,0,0,8,33,0,0,4,0,2 +johnsda02,1971,1,BAL,AL,142,510,67,144,26,1,18,72,3,1,51,55,5,5,4,4,15 +johnsde01,1971,1,PHI,NL,158,582,74,154,29,0,34,95,0,1,72,146,8,2,2,2,18 +johnsfr03,1971,1,SFN,NL,32,49,4,4,1,0,0,5,0,0,3,9,0,0,0,1,1 +johnsja01,1971,1,CHA,AL,124,388,53,101,14,1,16,40,10,5,38,50,4,3,5,2,4 +johnsje01,1971,1,SFN,NL,67,13,1,2,1,0,0,1,0,0,0,4,0,0,1,1,0 +johnto01,1971,1,CHA,AL,38,69,3,10,0,0,0,2,0,0,3,14,0,0,9,0,0 +jonescl01,1971,1,NYN,NL,136,505,63,161,24,6,14,69,6,5,53,87,6,2,3,5,9 +jonesda03,1971,1,DET,AL,83,138,15,35,5,0,5,11,1,3,9,21,1,1,0,0,3 +jonesga01,1971,1,NYA,AL,12,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jonesma01,1971,1,MON,NL,43,91,11,15,3,0,3,9,1,0,15,24,1,2,0,0,1 +jorgemi01,1971,1,NYN,NL,45,118,16,26,1,1,5,11,1,2,11,24,1,3,0,0,4 +josepdu01,1971,1,BOS,AL,91,306,38,75,14,1,10,39,2,0,22,35,4,0,1,2,18 +joshuvo01,1971,1,LAN,NL,11,7,2,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +kaatji01,1971,1,MIN,AL,54,93,6,15,3,0,0,5,2,0,2,16,0,0,7,0,0 +kaisebo01,1971,1,CLE,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kalinal01,1971,1,DET,AL,133,405,69,119,19,2,15,54,4,6,82,57,9,7,1,6,12 +kealest01,1971,1,CHA,AL,54,10,1,2,0,0,1,3,0,0,0,4,0,0,1,0,1 +kekicmi01,1971,1,NYA,AL,37,52,2,8,0,0,0,4,0,0,2,11,0,0,8,0,0 +kelledi01,1971,1,SDN,NL,48,3,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +kelleto01,1971,1,ATL,NL,28,43,0,2,0,0,0,0,0,0,0,23,0,0,2,0,1 +kellypa01,1971,1,CHA,AL,67,213,32,62,6,3,3,22,14,9,36,29,4,1,1,1,3 +kendafr01,1971,1,SDN,NL,49,111,2,19,1,0,1,7,1,0,7,16,3,0,2,0,4 +kenneje01,1971,1,NYA,AL,120,325,50,85,10,3,0,20,9,8,56,38,3,1,9,4,10 +kennejo03,1971,1,BOS,AL,74,272,41,75,12,5,5,22,1,1,14,42,0,4,5,1,4 +keougjo01,1971,1,KCA,AL,110,351,34,87,14,2,3,30,0,6,35,26,5,1,3,2,10 +kessido01,1971,1,CHN,NL,155,617,77,159,18,6,2,38,15,8,52,54,6,3,14,1,11 +kilkemi01,1971,1,DET,AL,30,24,0,2,0,0,0,0,0,0,0,14,0,0,1,0,0 +killeha01,1971,1,MIN,AL,147,500,61,127,19,1,28,119,3,2,114,96,14,0,0,10,21 +kingha01,1971,1,ATL,NL,86,198,14,41,9,0,5,19,0,0,29,43,5,4,2,0,9 +kingmda01,1971,1,SFN,NL,41,115,17,32,10,2,6,24,5,0,9,35,0,1,0,3,2 +kirbycl01,1971,1,SDN,NL,40,86,3,8,0,0,0,3,0,0,6,35,0,0,5,0,0 +kirkped01,1971,1,KCA,AL,120,365,46,80,12,1,9,46,3,4,48,60,8,2,1,7,11 +kisonbr01,1971,1,PIT,NL,18,31,2,2,1,0,0,1,0,0,2,16,0,0,1,0,0 +klimkro01,1971,1,OAK,AL,26,5,0,2,0,0,0,1,0,0,1,2,0,0,0,0,0 +klinest01,1971,1,NYA,AL,31,66,6,9,1,0,0,1,0,0,4,16,0,0,5,0,1 +knoopbo01,1971,1,KCA,AL,72,161,14,33,8,1,1,11,1,0,15,36,1,0,2,2,6 +knowlda01,1971,1,WS2,AL,12,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +knowlda01,1971,2,OAK,AL,43,8,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0 +koegepe01,1971,1,ML4,AL,2,3,0,0,0,0,0,0,0,0,2,2,0,0,0,0,0 +koegepe01,1971,2,PHI,NL,12,26,1,6,1,0,0,3,0,0,2,7,0,0,0,0,1 +kooncca01,1971,1,BOS,AL,13,1,1,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +koosmje01,1971,1,NYN,NL,26,50,3,8,0,0,0,0,0,0,3,25,0,1,6,0,1 +koscoan01,1971,1,ML4,AL,98,264,27,60,6,2,10,39,1,3,24,57,5,0,1,1,6 +kraneed01,1971,1,NYN,NL,122,421,61,118,20,4,14,58,0,4,38,33,6,1,5,2,7 +krausle02,1971,1,ML4,AL,43,44,0,1,0,0,0,1,0,0,3,22,0,1,5,0,1 +kubiate01,1971,1,ML4,AL,89,260,26,59,6,5,3,17,0,5,41,31,3,0,8,2,7 +kubiate01,1971,2,SLN,NL,32,72,8,18,3,2,1,10,1,0,11,12,3,0,0,1,0 +kusnyar01,1971,1,CAL,AL,6,13,0,2,0,0,0,0,0,0,0,3,0,0,0,0,0 +laboyco01,1971,1,MON,NL,76,151,10,38,4,0,1,14,0,1,11,19,0,0,0,0,3 +lachema01,1971,1,OAK,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lahoujo01,1971,1,BOS,AL,107,256,39,55,9,3,14,32,2,2,40,45,3,4,1,0,4 +lambjo01,1971,1,PIT,NL,2,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +lambra01,1971,1,CLE,AL,43,43,3,4,0,0,0,0,0,0,2,20,0,0,4,0,1 +lamonge01,1971,1,DET,AL,7,15,2,1,0,0,0,1,0,0,0,5,0,0,0,0,0 +lanema01,1971,1,DET,AL,8,14,0,2,0,0,0,1,0,0,1,3,0,0,0,0,0 +lanieha01,1971,1,SFN,NL,109,206,21,48,8,0,1,13,0,0,15,26,3,0,4,2,6 +lanieri01,1971,1,PIT,NL,6,4,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0 +larocda01,1971,1,CAL,AL,56,11,0,1,0,0,0,0,0,0,1,3,0,0,1,0,0 +larusto01,1971,1,OAK,AL,23,8,3,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +larusto01,1971,2,ATL,NL,9,7,1,2,0,0,0,0,0,0,1,1,0,0,0,0,2 +lashefr01,1971,1,CAL,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +laxtobi01,1971,1,SDN,NL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leebi03,1971,1,BOS,AL,47,23,0,5,0,0,0,1,0,0,1,8,0,0,3,0,0 +leele02,1971,1,SLN,NL,25,28,3,5,1,0,1,2,0,1,4,12,0,0,0,0,2 +leele02,1971,2,SDN,NL,79,256,29,70,20,2,4,21,4,5,18,45,4,0,1,0,4 +lefebji01,1971,1,LAN,NL,119,388,40,95,14,2,12,68,0,2,39,55,6,2,4,4,15 +lemasde01,1971,1,HOU,NL,42,6,0,1,0,0,0,0,0,0,0,3,0,0,1,0,0 +leoned01,1971,1,CLE,AL,131,429,35,112,12,2,4,35,3,5,34,69,5,1,12,0,16 +leonhda01,1971,1,BAL,AL,13,18,1,5,0,0,0,0,0,0,0,7,0,0,1,0,0 +lerscba01,1971,1,PHI,NL,44,59,4,10,1,0,0,1,0,0,7,23,0,1,6,0,1 +leyte01,1971,1,NYA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lindbpa01,1971,1,OAK,AL,8,3,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +lindbpa01,1971,2,WS2,AL,43,19,2,3,2,0,0,1,0,0,0,5,0,0,0,0,0 +linzyfr01,1971,1,SLN,NL,50,4,1,2,0,0,0,0,0,0,0,2,0,0,0,0,0 +lisjo01,1971,1,PHI,NL,59,123,16,26,6,0,6,10,0,1,16,43,0,2,1,2,1 +lockebo02,1971,1,OAK,AL,47,6,1,0,0,0,0,0,0,0,1,4,0,0,0,0,0 +lockwsk01,1971,1,ML4,AL,36,62,2,5,1,0,1,4,0,0,5,20,0,0,10,0,1 +lolicmi01,1971,1,DET,AL,45,115,9,15,2,0,0,7,0,0,16,55,0,1,16,0,4 +lolicro01,1971,1,CHA,AL,2,8,0,1,1,0,0,0,0,0,0,2,0,0,0,0,0 +lonboji01,1971,1,BOS,AL,27,53,2,9,0,0,0,3,0,0,4,19,0,0,2,0,2 +lopezma01,1971,1,ML4,AL,34,17,2,1,0,0,0,2,0,0,0,10,0,0,1,0,0 +lowenjo01,1971,1,CLE,AL,58,140,15,26,5,0,4,9,1,5,16,28,1,0,3,0,0 +luebbst01,1971,1,MIN,AL,19,19,0,1,0,0,0,0,0,0,0,7,0,0,2,0,0 +lummi01,1971,1,ATL,NL,145,454,56,122,14,1,13,55,0,3,47,43,5,5,0,6,8 +luzingr01,1971,1,PHI,NL,28,100,13,30,8,0,3,15,2,0,12,32,0,2,1,0,3 +lylesp01,1971,1,BOS,AL,50,3,1,3,0,0,0,0,0,0,0,0,0,0,1,0,0 +lyttlji01,1971,1,NYA,AL,49,86,7,17,5,0,1,7,0,2,8,18,2,1,1,1,3 +machech01,1971,1,CLE,AL,14,2,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +maddoel01,1971,1,WS2,AL,128,258,38,56,8,2,1,18,10,4,51,42,3,0,1,2,6 +magnuji01,1971,1,CHA,AL,15,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +malonji01,1971,1,CAL,AL,13,5,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +manguan01,1971,1,OAK,AL,94,287,32,82,8,1,4,30,1,4,17,27,1,0,1,2,8 +manuech01,1971,1,MIN,AL,18,16,1,2,1,0,0,1,0,0,1,8,0,0,0,0,0 +maricju01,1971,1,SFN,NL,37,105,4,14,5,0,2,9,0,0,2,28,0,0,7,0,4 +marshda01,1971,1,NYN,NL,100,214,28,51,9,1,3,21,3,1,26,54,3,2,5,3,6 +marshmi01,1971,1,MON,NL,66,16,3,3,0,0,0,1,0,0,2,4,0,0,2,0,0 +martibu01,1971,1,KCA,AL,22,46,3,7,2,0,0,1,0,1,5,9,0,0,1,1,1 +martijc01,1971,1,CHN,NL,47,125,13,33,5,0,2,17,1,1,12,16,6,2,2,1,2 +martima01,1971,1,HOU,NL,32,62,4,16,3,1,0,4,1,0,3,6,0,0,0,0,3 +martite01,1971,1,NYN,NL,38,125,16,36,5,2,1,10,6,0,4,22,2,3,2,1,1 +mashocl01,1971,1,MON,NL,66,114,20,22,5,0,1,7,1,0,10,22,1,0,2,0,2 +masondo01,1971,1,SDN,NL,113,344,43,73,12,1,2,11,6,4,27,35,0,0,6,0,11 +masonji01,1971,1,WS2,AL,3,9,0,3,0,0,0,0,0,0,1,3,0,0,0,0,0 +matchto01,1971,1,ML4,AL,42,114,6,25,1,0,1,7,3,2,7,23,0,0,1,0,1 +matlajo01,1971,1,NYN,NL,7,11,1,3,0,0,0,0,0,0,1,6,0,0,0,0,0 +maxvida01,1971,1,SLN,NL,142,356,31,80,10,1,0,24,1,2,43,45,3,1,4,4,17 +maybejo01,1971,1,HOU,NL,46,137,16,25,0,1,7,14,0,0,13,32,2,2,0,2,2 +mayca01,1971,1,CHA,AL,141,500,64,147,21,7,7,70,16,7,62,61,5,6,1,5,16 +mayda01,1971,1,ML4,AL,144,501,74,139,20,3,16,65,15,9,50,59,4,3,3,5,18 +mayele01,1971,1,CHA,AL,32,44,6,9,2,0,1,7,0,0,5,7,1,0,0,1,2 +mayje01,1971,1,KCA,AL,71,218,16,55,13,2,1,24,0,0,27,37,8,0,0,4,7 +mayle01,1971,1,CIN,NL,147,553,85,154,17,3,39,98,3,0,42,135,2,4,0,3,13 +maymi01,1971,1,PIT,NL,49,126,15,35,1,0,6,25,0,0,9,16,3,0,0,2,6 +mayru01,1971,1,CAL,AL,32,68,2,10,1,0,0,4,0,0,4,40,0,0,2,0,1 +mayswi01,1971,1,SFN,NL,136,417,82,113,24,5,18,61,23,3,112,123,11,3,1,4,8 +mazerbi01,1971,1,PIT,NL,70,193,17,49,3,1,1,16,0,0,15,8,1,0,2,3,3 +mcanaer01,1971,1,MON,NL,31,60,6,7,0,0,1,5,0,0,1,22,0,0,3,1,1 +mcandji01,1971,1,NYN,NL,24,23,0,1,1,0,0,1,0,0,1,11,0,0,1,0,0 +mcauldi01,1971,1,DET,AL,128,477,67,99,16,6,18,57,4,1,53,67,4,5,1,1,8 +mccarti01,1971,1,PHI,NL,134,474,51,132,20,5,8,46,5,3,43,26,7,1,3,4,11 +mccormi03,1971,1,KCA,AL,4,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mccovwi01,1971,1,SFN,NL,105,329,45,91,13,0,18,70,0,2,64,57,21,4,0,5,6 +mccrato01,1971,1,WS2,AL,122,207,33,44,6,4,7,25,3,3,19,38,2,5,0,3,4 +mcdanli01,1971,1,NYA,AL,44,9,0,1,0,0,0,0,0,0,0,2,0,0,1,0,0 +mcdonda01,1971,1,MON,NL,24,39,3,4,2,0,1,4,0,0,4,14,0,0,0,2,2 +mcdowsa01,1971,1,CLE,AL,35,73,1,13,0,0,0,4,0,0,1,26,0,0,6,0,0 +mcginda01,1971,1,MON,NL,28,17,2,4,0,0,0,1,0,0,0,4,0,0,0,0,0 +mcgloji01,1971,1,CIN,NL,30,51,5,7,2,0,1,1,0,0,2,17,0,0,3,0,0 +mcgratu01,1971,1,NYN,NL,51,18,3,4,2,0,1,2,0,0,0,5,0,0,2,0,0 +mckinri01,1971,1,CHA,AL,114,369,35,100,11,2,8,46,0,0,35,37,1,2,4,4,13 +mclaide01,1971,1,WS2,AL,33,58,0,6,1,1,0,7,0,0,4,22,0,0,9,0,0 +mcmahdo02,1971,1,SFN,NL,61,7,0,0,0,0,0,0,0,0,0,6,0,0,1,0,0 +mcmulke01,1971,1,CAL,AL,160,593,63,148,19,2,21,68,1,1,53,74,10,3,4,4,18 +mcnalda01,1971,1,BAL,AL,30,74,3,12,3,0,2,7,0,0,3,35,0,0,14,0,0 +mcnerje01,1971,1,SLN,NL,56,128,15,37,4,2,4,22,0,0,12,14,1,0,3,3,5 +mcquemi01,1971,1,ATL,NL,17,19,3,4,1,0,0,0,0,0,0,9,0,0,2,0,0 +mcraeha01,1971,1,CIN,NL,99,337,39,89,24,2,9,34,3,2,11,35,0,2,3,1,8 +melenlu01,1971,1,SLN,NL,88,173,25,39,3,1,0,11,2,0,24,29,1,0,3,0,7 +meltobi01,1971,1,CHA,AL,150,543,72,146,18,2,33,86,3,3,61,87,5,11,1,5,8 +menkede01,1971,1,HOU,NL,146,475,57,117,26,3,1,43,4,5,59,68,4,2,5,6,14 +meoliru01,1971,1,CAL,AL,7,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +merriji01,1971,1,CIN,NL,29,29,0,4,1,1,0,2,0,0,1,14,0,0,2,0,1 +messean01,1971,1,CAL,AL,39,93,8,16,2,0,2,5,0,0,5,30,0,0,6,0,0 +metzgro01,1971,1,HOU,NL,150,562,64,132,14,11,0,26,15,6,44,50,4,4,5,2,5 +michage01,1971,1,NYA,AL,139,456,36,102,15,0,3,35,3,3,48,64,8,3,3,4,17 +mikkepe01,1971,1,LAN,NL,41,10,0,2,0,0,0,1,0,0,1,4,0,0,0,0,0 +millafe01,1971,1,ATL,NL,143,577,65,167,20,8,2,45,11,7,37,22,7,3,11,7,12 +millebo04,1971,1,CHN,NL,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +millebo04,1971,2,SDN,NL,38,10,0,0,0,0,0,0,0,0,0,3,0,0,2,0,0 +millebo04,1971,3,PIT,NL,16,1,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +milleno01,1971,1,HOU,NL,45,74,5,19,5,0,2,10,0,0,5,13,0,1,1,0,3 +milleri01,1971,1,BOS,AL,15,33,9,11,5,0,1,7,0,2,8,8,0,0,0,1,0 +milnejo01,1971,1,NYN,NL,9,18,1,3,1,0,0,1,0,0,0,3,0,0,0,0,0 +minchdo01,1971,1,OAK,AL,28,92,9,22,6,1,2,8,1,1,20,14,3,0,1,0,2 +minchdo01,1971,2,WS2,AL,100,323,35,94,15,1,10,45,2,1,53,52,4,2,1,5,7 +mingost01,1971,1,CLE,AL,54,2,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +mitchbo02,1971,1,ML4,AL,35,55,7,10,1,1,2,6,0,2,6,18,1,0,0,0,0 +mittege01,1971,1,MIN,AL,125,388,38,97,13,1,13,44,3,3,39,104,9,0,3,4,9 +moelljo01,1971,1,LAN,NL,28,9,0,0,0,0,0,0,0,0,2,6,0,0,0,0,0 +mondari01,1971,1,OAK,AL,116,355,53,87,9,3,18,56,6,9,49,93,5,0,3,2,5 +moneydo01,1971,1,PHI,NL,121,439,40,98,22,8,7,38,4,1,31,80,10,3,4,5,6 +montawi01,1971,1,PHI,NL,158,599,78,153,27,6,30,99,4,7,67,105,14,3,1,13,18 +montgbo01,1971,1,BOS,AL,67,205,19,49,11,2,2,24,1,0,16,43,4,3,2,3,6 +montgmo01,1971,1,KCA,AL,3,7,0,0,0,0,0,0,0,0,1,3,0,0,1,0,0 +moosebo01,1971,1,PIT,NL,30,39,2,4,0,0,0,0,1,0,3,11,0,0,5,0,0 +moralje01,1971,1,SDN,NL,12,17,1,2,0,0,0,1,1,0,2,2,0,0,0,0,1 +moralri01,1971,1,CHA,AL,84,185,19,45,8,0,2,14,2,3,22,26,4,4,1,0,3 +moretro01,1971,1,BOS,AL,13,23,0,2,0,0,0,2,0,0,2,7,0,0,0,0,0 +morgajo02,1971,1,HOU,NL,160,583,87,149,27,11,13,56,40,8,88,52,2,1,10,7,4 +morrijo06,1971,1,ML4,AL,43,5,0,1,0,0,0,1,0,0,0,1,0,0,1,1,1 +mortoca01,1971,1,MON,NL,36,77,7,14,0,0,2,6,1,0,3,23,0,0,2,1,0 +mosesje01,1971,1,CAL,AL,69,181,12,41,8,2,4,15,0,0,10,34,4,0,1,1,9 +motama01,1971,1,LAN,NL,91,269,24,84,13,5,0,34,4,3,20,20,5,1,9,1,9 +mottocu01,1971,1,BAL,AL,38,53,13,10,1,0,4,8,0,0,10,12,0,0,2,0,1 +munizma01,1971,1,PHI,NL,5,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +munsoth01,1971,1,NYA,AL,125,451,71,113,15,4,10,42,6,5,52,65,1,7,4,3,10 +murcebo01,1971,1,NYA,AL,146,529,94,175,25,6,25,94,14,8,91,60,13,0,1,3,9 +murphto02,1971,1,CAL,AL,37,75,5,13,3,0,0,6,0,0,2,19,0,0,6,0,4 +murreiv01,1971,1,SDN,NL,103,255,23,60,6,3,7,24,5,2,7,60,1,3,1,1,8 +muserto01,1971,1,CHA,AL,11,16,2,5,0,1,0,0,0,0,1,1,0,0,0,0,2 +nagymi01,1971,1,BOS,AL,12,12,1,1,1,0,0,1,0,0,0,3,0,0,0,0,1 +nashji01,1971,1,ATL,NL,33,47,4,7,1,0,0,2,0,0,0,18,0,0,0,0,1 +neibaga01,1971,1,ATL,NL,6,5,0,0,0,0,0,0,0,0,0,4,0,0,1,0,0 +nelsoda01,1971,1,WS2,AL,85,329,47,92,11,3,5,33,17,8,23,29,2,1,4,1,9 +nelsoji01,1971,1,PIT,NL,17,6,1,3,0,0,0,0,0,0,2,1,0,0,0,0,0 +nelsoro02,1971,1,KCA,AL,13,6,2,2,0,0,0,0,0,0,1,2,0,0,0,0,0 +nettlgr01,1971,1,CLE,AL,158,598,78,156,18,1,28,86,7,4,82,56,6,3,1,6,15 +nettlji01,1971,1,MIN,AL,70,168,17,42,5,1,6,24,3,2,19,24,2,0,0,3,2 +newmara01,1971,1,CHN,NL,30,6,1,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +niekrjo01,1971,1,DET,AL,32,30,5,4,1,0,0,2,0,0,2,9,0,0,6,0,0 +niekrph01,1971,1,ATL,NL,42,92,3,14,1,0,0,4,0,0,0,20,0,1,7,1,0 +nolanga01,1971,1,CIN,NL,35,75,3,11,1,0,0,6,0,0,3,19,0,0,6,0,2 +normafr01,1971,1,SLN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +normafr01,1971,2,SDN,NL,25,38,1,9,1,0,0,0,0,0,3,12,0,0,3,0,1 +northbi01,1971,1,CHN,NL,8,16,3,6,0,0,0,0,1,1,4,6,1,1,0,0,0 +northji01,1971,1,DET,AL,136,459,72,124,27,2,16,71,7,4,60,43,9,2,0,3,14 +obriebo01,1971,1,LAN,NL,14,9,0,1,0,0,0,0,0,0,0,0,0,0,2,0,0 +obriesy01,1971,1,CAL,AL,90,251,25,50,8,1,5,21,0,2,15,33,4,1,4,0,10 +odombl01,1971,1,OAK,AL,37,50,8,8,0,1,1,1,0,0,2,24,0,0,1,0,1 +odonojo01,1971,1,MON,NL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +oglivbe01,1971,1,BOS,AL,14,38,2,10,3,0,0,4,0,0,0,5,0,0,0,0,0 +olivato01,1971,1,MIN,AL,126,487,73,164,30,3,22,81,4,1,25,44,8,2,0,4,21 +oliveal01,1971,1,PIT,NL,143,529,69,149,31,7,14,64,4,3,27,72,2,5,2,10,14 +olivebo01,1971,1,KCA,AL,128,373,35,91,12,2,8,52,0,0,14,88,3,5,1,5,13 +ortizjo01,1971,1,CHN,NL,36,88,10,26,7,1,0,3,2,2,4,10,0,3,1,0,0 +osteecl01,1971,1,LAN,NL,39,86,7,16,3,0,0,7,0,0,4,21,0,0,8,1,0 +otisam01,1971,1,KCA,AL,147,555,80,167,26,4,15,79,52,8,40,74,2,2,2,8,18 +otoolde01,1971,1,CHA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pacioto01,1971,1,LAN,NL,2,2,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0 +paepkde01,1971,1,KCA,AL,60,152,11,31,6,0,2,14,0,0,8,29,1,0,0,1,6 +paganjo01,1971,1,PIT,NL,57,158,16,38,1,0,5,15,0,0,16,25,2,1,0,2,4 +palmeji01,1971,1,BAL,AL,38,102,7,20,1,0,0,9,1,0,3,41,0,0,11,0,0 +palmelo01,1971,1,PHI,NL,3,5,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +panthji01,1971,1,OAK,AL,4,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +pappami01,1971,1,CHN,NL,35,91,6,14,2,0,0,2,1,0,4,30,0,2,2,0,3 +parkebi01,1971,1,CAL,AL,20,70,4,16,0,1,1,6,1,1,2,20,0,0,0,0,2 +parkeha01,1971,1,SLN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +parkewe01,1971,1,LAN,NL,157,533,69,146,24,1,6,62,6,1,63,63,5,1,4,8,13 +parsobi01,1971,1,ML4,AL,36,72,4,12,3,0,1,8,0,0,8,31,0,0,8,0,1 +pascuca02,1971,1,CLE,AL,9,5,0,3,1,0,0,0,0,0,0,1,0,0,1,0,0 +patekfr01,1971,1,KCA,AL,147,591,86,158,21,11,6,36,49,14,44,80,3,5,7,1,6 +patteda02,1971,1,DET,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +patteda02,1971,2,OAK,AL,4,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +patteda02,1971,3,SLN,NL,13,5,0,0,0,0,0,0,0,0,1,3,0,0,0,0,0 +pattima01,1971,1,ML4,AL,36,83,4,7,2,0,0,5,0,0,5,29,0,1,11,0,1 +paulmi01,1971,1,CLE,AL,17,19,1,1,0,0,0,0,0,0,2,5,0,0,1,0,0 +pavledo01,1971,1,BOS,AL,14,27,5,7,1,0,1,3,0,0,5,5,0,0,0,0,0 +penajo01,1971,1,LAN,NL,21,3,1,2,0,0,0,0,0,0,0,1,0,0,0,0,0 +penaor01,1971,1,BAL,AL,5,3,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +penaro01,1971,1,ML4,AL,113,274,17,65,9,3,3,28,2,1,15,37,3,1,3,0,7 +pepitjo01,1971,1,CHN,NL,115,427,50,131,19,4,16,61,1,2,24,41,8,4,2,3,14 +perezma01,1971,1,ATL,NL,130,410,28,93,15,3,4,32,1,2,25,44,5,1,7,2,14 +perezto01,1971,1,CIN,NL,158,609,72,164,22,3,25,91,4,1,51,120,5,1,0,3,13 +perraro01,1971,1,MIN,AL,36,3,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +perraro01,1971,2,DET,AL,11,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +perryga01,1971,1,SFN,NL,38,98,5,10,1,0,1,4,0,0,3,32,0,0,10,0,5 +perryji01,1971,1,MIN,AL,40,92,10,17,0,0,0,5,0,0,7,18,0,0,4,0,4 +perzast01,1971,1,CHA,AL,5,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +peterfr01,1971,1,NYA,AL,37,85,2,7,1,0,0,8,0,0,5,22,0,0,14,1,2 +peterga01,1971,1,BOS,AL,53,96,7,26,4,0,3,19,0,1,3,20,0,1,5,2,1 +petrori01,1971,1,BOS,AL,158,553,82,139,24,4,28,89,2,0,91,108,5,2,6,9,20 +pfeilbo01,1971,1,PHI,NL,44,70,5,19,3,0,2,9,1,1,6,9,1,0,1,0,3 +phoebto01,1971,1,SDN,NL,29,36,2,6,2,0,0,0,0,0,3,18,0,0,2,0,0 +pinaho01,1971,1,WS2,AL,56,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pinielo01,1971,1,KCA,AL,126,448,43,125,21,5,3,51,5,3,21,43,4,2,0,5,12 +pinsova01,1971,1,CLE,AL,146,566,60,149,23,4,11,35,25,6,21,58,0,6,3,3,9 +pizarju01,1971,1,CHN,NL,16,34,3,6,1,0,1,2,0,0,2,11,0,0,2,1,4 +plummbi01,1971,1,CIN,NL,10,19,0,0,0,0,0,0,0,0,0,4,0,0,0,0,2 +popovpa01,1971,1,CHN,NL,89,226,24,49,7,1,4,28,0,1,14,17,0,0,1,2,7 +porteda02,1971,1,ML4,AL,22,70,4,15,2,0,2,9,2,2,9,20,0,0,0,1,0 +powelbo01,1971,1,BAL,AL,128,418,59,107,19,0,22,92,1,0,82,64,11,4,0,5,10 +powelpa01,1971,1,MIN,AL,20,31,7,5,0,0,1,2,0,0,3,12,0,0,1,0,1 +priceji01,1971,1,DET,AL,29,54,4,13,2,0,1,7,0,0,6,3,1,1,0,1,3 +priddbo01,1971,1,ATL,NL,40,11,0,2,1,0,0,0,0,0,0,2,0,0,0,0,0 +queenme02,1971,1,CAL,AL,45,8,0,0,0,0,0,1,0,0,1,0,0,0,1,1,0 +raderda01,1971,1,SFN,NL,3,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +raderdo02,1971,1,HOU,NL,135,484,51,118,21,4,12,56,5,1,40,112,2,3,2,5,10 +raglato01,1971,1,WS2,AL,10,23,1,4,0,0,0,0,0,0,0,5,0,1,0,0,3 +ramirmi01,1971,1,SLN,NL,4,11,2,3,0,0,0,0,0,0,2,1,0,0,0,0,0 +randlle01,1971,1,WS2,AL,75,215,27,47,11,0,2,13,1,1,24,56,2,1,7,2,3 +ratlipa01,1971,1,MIN,AL,21,44,3,7,1,0,2,6,0,0,4,17,1,0,0,1,0 +ratlipa01,1971,2,ML4,AL,23,41,3,7,1,0,3,7,0,0,5,21,1,1,0,0,0 +rayji01,1971,1,HOU,NL,47,18,1,3,0,0,0,1,0,0,2,4,0,0,0,0,0 +raymocl01,1971,1,MON,NL,37,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +reberfr01,1971,1,SFN,NL,16,13,3,3,0,0,0,1,0,0,0,5,0,0,0,0,0 +reedho01,1971,1,MON,NL,43,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reedro01,1971,1,ATL,NL,32,74,3,11,0,0,0,1,0,0,0,20,0,0,6,0,0 +reeseri01,1971,1,MIN,AL,120,329,40,72,8,3,10,39,7,4,20,35,2,5,0,5,9 +reganph01,1971,1,CHN,NL,48,8,0,0,0,0,0,0,0,0,0,3,0,0,3,0,0 +reichri01,1971,1,CHA,AL,138,496,53,138,14,2,19,62,5,10,37,90,0,6,3,2,10 +renicri01,1971,1,MIN,AL,27,45,4,10,2,0,1,8,0,0,5,14,2,1,0,1,1 +renkost01,1971,1,MON,NL,41,100,9,21,5,0,2,12,0,0,2,21,0,0,4,0,3 +repozro01,1971,1,CAL,AL,113,297,39,59,11,1,13,41,3,5,60,69,6,1,0,2,3 +retteme01,1971,1,BAL,AL,141,491,81,156,23,4,11,75,15,6,87,60,2,4,4,3,13 +reussje01,1971,1,SLN,NL,36,65,6,8,1,0,0,4,0,0,10,36,0,0,11,0,0 +reynoar01,1971,1,CAL,AL,15,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +reynobo01,1971,1,SLN,NL,4,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reynobo01,1971,2,ML4,AL,3,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +reynoke01,1971,1,PHI,NL,36,50,4,10,0,1,0,2,0,0,3,16,0,1,1,0,1 +reynoto01,1971,1,CAL,AL,45,86,4,16,3,0,2,8,0,1,9,6,1,3,2,0,6 +richajr01,1971,1,HOU,NL,4,7,0,0,0,0,0,0,0,0,0,4,0,0,2,0,0 +richale01,1971,1,CHA,AL,87,260,38,60,7,3,2,17,8,9,20,46,0,1,5,2,5 +richepe01,1971,1,BAL,AL,35,2,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +riddlde01,1971,1,WS2,AL,57,4,0,0,0,0,0,0,0,0,2,3,0,0,0,0,0 +rivermi01,1971,1,CAL,AL,79,268,31,71,12,2,1,12,13,1,19,38,1,1,8,0,0 +roberbo01,1971,1,PIT,NL,131,469,65,127,18,2,26,72,1,2,60,101,8,4,0,3,7 +roberda05,1971,1,SDN,NL,38,86,2,19,2,0,0,2,0,0,0,24,0,0,8,0,1 +roberri01,1971,1,SFN,NL,23,15,0,1,0,0,0,1,0,0,0,10,0,0,0,0,1 +robinbr01,1971,1,BAL,AL,156,589,67,160,21,1,20,92,0,0,63,50,8,3,1,7,15 +robinda01,1971,1,SDN,NL,7,6,0,0,0,0,0,0,0,0,1,3,0,0,0,0,0 +robinfr02,1971,1,BAL,AL,133,455,82,128,16,2,28,99,3,0,72,62,11,9,1,8,22 +rodriau01,1971,1,DET,AL,154,604,68,153,30,7,15,39,4,6,27,93,6,3,3,2,14 +rodriel01,1971,1,ML4,AL,115,319,28,67,10,1,1,30,1,1,41,51,5,8,7,5,12 +rojasco01,1971,1,KCA,AL,115,414,56,124,22,2,6,59,8,3,39,35,3,2,1,7,12 +rolanji01,1971,1,OAK,AL,31,3,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +romovi01,1971,1,CHA,AL,45,11,1,4,0,0,0,0,0,0,1,2,0,0,1,0,0 +roofph01,1971,1,ML4,AL,41,114,6,22,2,1,1,10,0,0,8,28,1,1,1,0,5 +roofph01,1971,2,MIN,AL,31,87,6,21,4,0,0,6,0,1,8,18,0,0,0,0,6 +rookeji01,1971,1,KCA,AL,21,10,0,0,0,0,0,0,0,0,2,4,0,0,1,0,0 +roquejo01,1971,1,SLN,NL,3,10,2,3,0,0,0,1,1,0,0,3,0,0,1,0,0 +rosarji01,1971,1,SFN,NL,92,192,26,43,6,1,0,13,7,4,33,35,4,1,3,2,3 +rosedo01,1971,1,NYN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rosepe01,1971,1,CIN,NL,160,632,86,192,27,4,13,44,13,9,68,50,15,3,1,3,9 +rossga01,1971,1,SDN,NL,13,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +rudijo01,1971,1,OAK,AL,127,513,62,137,23,4,10,52,3,2,28,62,2,1,10,4,15 +rudolke01,1971,1,CHN,NL,25,76,5,15,3,0,0,7,0,0,6,20,0,1,3,0,3 +ruizch01,1971,1,CAL,AL,31,19,4,5,0,0,0,0,1,0,2,7,0,0,3,0,0 +russebi01,1971,1,LAN,NL,91,211,29,48,7,4,2,15,6,3,11,39,2,0,0,1,2 +ryanmi02,1971,1,PHI,NL,43,134,9,22,5,1,3,6,0,0,10,32,1,0,0,0,2 +ryanno01,1971,1,NYN,NL,30,47,4,6,0,1,0,1,0,0,3,21,0,0,3,0,1 +sadecra01,1971,1,NYN,NL,34,50,2,10,0,0,0,2,0,0,2,12,0,0,5,0,1 +salmoch01,1971,1,BAL,AL,42,84,11,15,1,0,2,7,0,0,3,21,0,0,2,1,3 +sandeke01,1971,1,ML4,AL,83,14,1,0,0,0,0,0,0,0,1,2,0,0,1,0,0 +sandsch01,1971,1,PIT,NL,28,25,4,5,2,0,1,5,0,0,7,6,1,0,0,0,1 +sanguma01,1971,1,PIT,NL,138,533,60,170,26,5,7,81,6,4,19,32,13,3,1,1,21 +santoal01,1971,1,SDN,NL,18,5,0,2,0,0,0,1,0,0,0,2,0,0,0,0,0 +santoal01,1971,2,SLN,NL,19,10,0,3,0,0,0,1,0,0,0,4,0,0,0,0,0 +santoro01,1971,1,CHN,NL,154,555,77,148,22,1,21,88,4,0,79,95,8,0,1,7,20 +savagte01,1971,1,ML4,AL,14,17,2,3,0,0,0,1,1,0,5,4,0,0,0,0,0 +savagte01,1971,2,KCA,AL,19,29,2,5,0,0,0,1,2,0,3,6,0,0,0,0,2 +schaapa01,1971,1,KCA,AL,161,548,80,150,31,6,11,63,7,5,103,51,5,2,0,6,9 +scheiri01,1971,1,WS2,AL,27,49,5,7,3,0,0,4,0,0,8,5,0,0,0,0,2 +scherfr01,1971,1,DET,AL,69,24,3,5,0,0,0,4,0,0,3,9,0,1,2,0,0 +schluja01,1971,1,HOU,NL,7,3,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +schofdi01,1971,1,SLN,NL,34,60,7,13,2,0,1,6,0,0,10,9,0,2,0,0,2 +schofdi01,1971,2,ML4,AL,23,28,2,3,2,0,0,1,0,0,2,8,0,1,0,0,0 +scottge02,1971,1,BOS,AL,146,537,72,141,16,4,24,78,0,3,41,102,5,5,0,7,23 +seaveto01,1971,1,NYN,NL,39,92,8,18,3,0,1,7,0,0,6,31,0,0,11,0,1 +seelbch01,1971,1,DET,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +seguidi01,1971,1,OAK,AL,26,47,5,4,0,0,1,3,0,0,2,32,0,0,1,0,0 +selmadi01,1971,1,PHI,NL,18,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +several01,1971,1,SDN,NL,59,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +severri01,1971,1,KCA,AL,16,30,4,9,0,2,0,1,0,0,3,5,0,0,0,0,0 +shamsar01,1971,1,NYN,NL,68,135,13,25,6,2,5,18,1,1,21,18,2,1,0,0,6 +shawdo01,1971,1,SLN,NL,45,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +shellji01,1971,1,WS2,AL,40,30,3,5,1,0,0,1,0,0,1,10,0,0,1,0,1 +shopato01,1971,1,BAL,AL,47,74,10,19,2,0,0,5,2,1,3,7,1,0,2,0,2 +shortch02,1971,1,PHI,NL,31,48,4,4,0,0,0,0,0,0,6,18,0,0,6,0,1 +siebeso01,1971,1,BOS,AL,32,79,10,21,3,0,6,15,0,0,1,20,0,2,7,1,2 +silveto01,1971,1,CAL,AL,3,3,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +simmote01,1971,1,SLN,NL,133,510,64,155,32,4,7,77,1,3,36,50,3,3,4,10,20 +simpswa01,1971,1,CIN,NL,22,32,0,1,0,0,0,0,0,0,3,19,0,0,5,0,0 +simsdu01,1971,1,LAN,NL,90,230,23,63,7,2,6,25,0,1,30,39,7,1,0,2,4 +singebi01,1971,1,LAN,NL,31,58,1,6,0,0,0,2,0,0,5,24,0,3,8,0,2 +singlke01,1971,1,NYN,NL,115,298,34,73,5,0,13,46,0,1,61,64,9,2,2,3,12 +sizemte01,1971,1,SLN,NL,135,478,53,126,14,5,3,42,4,6,42,26,5,1,7,4,12 +slatoji01,1971,1,ML4,AL,26,46,3,5,0,0,0,0,0,0,4,18,0,0,4,0,0 +slocuro01,1971,1,SDN,NL,7,18,1,0,0,0,0,0,0,0,0,8,0,1,1,0,0 +smithbe01,1971,1,ML4,AL,15,36,1,5,1,0,1,3,0,0,0,5,0,1,0,0,1 +smithre06,1971,1,BOS,AL,159,618,85,175,33,2,30,96,11,3,63,82,4,5,1,5,15 +smithwi02,1971,1,CIN,NL,31,55,3,9,2,0,1,4,0,0,3,9,0,0,0,0,4 +soderer01,1971,1,MIN,AL,21,64,9,10,4,0,1,4,0,1,10,17,1,3,1,0,1 +spangal01,1971,1,CHN,NL,5,5,0,2,0,0,0,0,0,0,0,1,0,0,0,0,0 +speiech01,1971,1,SFN,NL,157,601,74,141,17,6,8,46,4,7,56,90,6,7,5,1,15 +spencbo01,1971,1,CHA,AL,14,27,2,4,0,0,0,1,0,0,5,6,0,0,0,1,1 +spencji01,1971,1,CAL,AL,148,510,50,121,21,2,18,59,0,1,48,63,7,3,6,5,16 +spiezed01,1971,1,SDN,NL,97,308,16,71,10,1,7,36,6,5,22,50,3,4,1,5,8 +spinksc01,1971,1,HOU,NL,5,9,1,2,0,0,0,1,0,0,0,4,0,0,0,0,0 +splitpa01,1971,1,KCA,AL,22,48,3,5,1,0,0,1,0,0,3,8,0,0,1,0,1 +spraged01,1971,1,CIN,NL,7,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +staehma01,1971,1,ATL,NL,22,36,5,4,0,0,0,1,0,0,5,4,0,1,0,0,2 +stahlla01,1971,1,SDN,NL,114,308,27,78,13,4,8,36,4,3,26,59,4,0,5,2,7 +stanlfr01,1971,1,CLE,AL,60,129,14,29,4,0,2,12,1,0,27,25,3,1,2,1,4 +stanlmi01,1971,1,DET,AL,139,401,43,117,14,5,7,41,1,3,24,44,5,0,3,4,7 +stantle01,1971,1,NYN,NL,5,21,2,4,1,0,0,2,0,0,2,4,1,0,0,0,1 +stargwi01,1971,1,PIT,NL,141,511,104,151,26,0,48,125,0,0,83,154,20,7,0,5,8 +staubru01,1971,1,MON,NL,162,599,94,186,34,6,19,97,9,5,74,42,13,9,3,5,21 +stelmri01,1971,1,WS2,AL,6,9,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +stennre01,1971,1,PIT,NL,50,153,24,54,5,4,1,15,1,1,7,9,0,0,3,2,2 +stephea01,1971,1,CHN,NL,16,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +stephjo02,1971,1,CAL,AL,98,279,24,61,17,0,3,25,0,0,22,21,6,3,2,2,9 +stewaji01,1971,1,CIN,NL,80,82,7,19,2,2,0,9,3,1,9,12,1,0,1,0,2 +stinsbo01,1971,1,SLN,NL,17,19,3,4,1,0,0,1,0,0,1,7,0,0,0,0,0 +stonebi01,1971,1,MON,NL,41,93,12,12,0,0,0,5,1,0,9,61,0,1,8,0,0 +stonege02,1971,1,ATL,NL,30,62,7,11,2,0,0,6,0,0,1,14,0,0,3,0,0 +stonero02,1971,1,PHI,NL,95,185,16,42,8,1,2,23,2,2,25,36,3,0,1,3,4 +stonest01,1971,1,SFN,NL,24,34,1,0,0,0,0,2,0,0,5,19,0,0,3,0,1 +stottme01,1971,1,NYA,AL,35,94,6,16,1,0,1,11,0,0,5,29,0,0,3,1,1 +strahmi01,1971,1,LAN,NL,6,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stricji01,1971,1,MIN,AL,24,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +strohjo01,1971,1,MON,NL,27,35,2,8,0,0,0,3,0,0,0,9,0,0,5,0,1 +stroued01,1971,1,CHA,AL,53,141,19,25,4,3,0,2,4,5,11,20,0,0,1,0,3 +suareke01,1971,1,CLE,AL,50,123,10,25,7,0,1,9,0,1,18,15,3,2,1,2,2 +sudakbi01,1971,1,LAN,NL,41,83,10,16,3,0,3,7,0,1,12,22,2,1,0,0,4 +suthega01,1971,1,MON,NL,111,304,25,78,7,2,4,26,3,4,18,12,3,2,6,1,11 +suttodo01,1971,1,LAN,NL,39,88,4,19,2,0,0,7,0,0,3,18,0,0,4,0,0 +swansst01,1971,1,MON,NL,49,106,14,26,3,0,2,11,1,3,10,13,1,0,2,0,1 +swoboro01,1971,1,MON,NL,39,75,7,19,4,3,0,6,0,1,11,16,0,2,1,0,3 +swoboro01,1971,2,NYA,AL,54,138,17,36,2,1,2,20,0,0,27,35,1,3,1,1,4 +tatumke01,1971,1,BOS,AL,36,10,2,3,0,0,1,1,0,0,2,4,0,0,0,0,0 +taverfr01,1971,1,PIT,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tayloca01,1971,1,KCA,AL,20,39,3,7,0,0,0,3,0,1,5,13,0,0,0,2,1 +tayloca01,1971,2,PIT,NL,7,12,1,2,0,1,0,0,0,0,0,5,0,0,0,0,1 +tayloch02,1971,1,SLN,NL,43,12,1,2,0,1,0,2,0,0,0,5,0,0,0,0,0 +tayloro01,1971,1,NYN,NL,45,4,1,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +tayloto02,1971,1,PHI,NL,36,107,9,25,2,1,1,5,2,2,9,10,2,0,1,1,3 +tayloto02,1971,2,DET,AL,55,181,27,52,10,2,3,19,5,1,12,11,1,1,2,0,4 +tenacge01,1971,1,OAK,AL,65,179,26,49,7,0,7,25,2,1,29,34,0,2,1,0,3 +tepedfr01,1971,1,NYA,AL,6,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1 +tepedfr01,1971,2,ML4,AL,53,106,11,21,1,0,2,7,2,2,4,17,0,1,1,0,1 +theobro01,1971,1,ML4,AL,126,388,50,107,12,2,1,23,11,8,38,39,0,3,19,4,4 +thomade01,1971,1,HOU,NL,5,5,0,0,0,0,0,0,0,1,0,2,0,0,1,0,0 +thomage01,1971,1,BOS,AL,9,13,0,1,0,0,0,1,0,0,1,4,0,0,0,0,0 +thomage01,1971,2,MIN,AL,23,30,4,8,1,0,0,2,0,0,4,3,0,0,0,0,0 +thompda01,1971,1,MIN,AL,48,57,10,15,2,0,0,7,0,0,7,12,0,0,3,1,5 +thompmi01,1971,1,WS2,AL,16,17,1,2,0,0,0,0,0,0,2,13,0,1,0,0,0 +tiantlu01,1971,1,BOS,AL,21,19,0,3,1,0,0,1,0,0,0,4,0,0,0,0,1 +timmeto01,1971,1,DET,AL,52,19,2,1,0,0,0,0,0,0,1,11,0,0,2,0,0 +tischto01,1971,1,MIN,AL,21,23,0,3,2,0,0,2,0,0,1,4,0,1,0,0,2 +tompkro01,1971,1,CHN,NL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +torboje01,1971,1,CAL,AL,55,123,6,25,5,0,0,5,0,0,3,6,1,0,3,1,3 +torrehe01,1971,1,CHN,NL,31,58,4,13,3,0,0,2,0,0,4,10,0,0,0,0,4 +torrejo01,1971,1,SLN,NL,161,634,97,230,34,8,24,137,4,1,63,70,20,4,1,5,18 +torremi01,1971,1,SLN,NL,9,7,0,1,1,0,0,1,0,0,2,2,0,1,1,0,0 +torremi01,1971,2,MON,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +torreru01,1971,1,NYA,AL,9,26,5,10,3,0,2,3,0,1,0,8,0,0,0,0,0 +tovarce01,1971,1,MIN,AL,157,657,94,204,29,3,1,45,18,14,45,39,5,3,11,2,5 +twitcwa01,1971,1,PHI,NL,6,3,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +uhlaete01,1971,1,CLE,AL,141,500,52,144,20,3,2,47,3,6,38,44,5,0,0,3,7 +unserde01,1971,1,WS2,AL,153,581,63,148,19,6,9,41,11,6,59,68,10,2,4,2,4 +upshace01,1971,1,ATL,NL,49,15,0,0,0,0,0,0,0,0,0,5,0,0,2,0,1 +valdesa01,1971,1,KCA,AL,18,63,10,20,6,0,2,15,0,0,2,5,0,0,0,0,2 +valenbo02,1971,1,LAN,NL,101,281,32,70,10,2,1,25,5,3,15,20,0,2,4,5,9 +vancesa01,1971,1,LAN,NL,10,5,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +vealebo01,1971,1,PIT,NL,37,9,2,3,0,0,0,1,0,0,0,4,0,0,1,0,0 +versazo01,1971,1,ATL,NL,66,194,21,37,11,0,5,22,2,1,11,40,1,0,4,1,7 +vossbi01,1971,1,ML4,AL,97,275,31,69,4,0,10,30,2,2,24,45,1,1,2,1,3 +vukovjo01,1971,1,PHI,NL,74,217,11,36,5,0,0,14,2,1,12,34,1,1,1,2,4 +walkelu01,1971,1,PIT,NL,28,46,1,1,0,0,0,0,0,0,6,30,0,0,2,0,0 +waltoda01,1971,1,ML4,AL,30,69,5,14,3,0,2,9,0,0,7,22,0,1,0,0,3 +waltoda01,1971,2,NYA,AL,5,14,1,2,0,0,1,2,0,0,0,7,0,0,0,0,0 +waslega01,1971,1,NYA,AL,24,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +watsobo01,1971,1,HOU,NL,129,468,49,135,17,3,9,67,0,3,41,56,5,2,1,2,14 +watted01,1971,1,BAL,AL,35,5,0,0,0,0,0,0,0,0,1,2,0,0,0,0,1 +weavefl01,1971,1,ML4,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +webstra02,1971,1,SDN,NL,10,8,0,1,0,0,0,0,0,0,2,1,0,0,0,0,0 +webstra02,1971,2,OAK,AL,7,5,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +webstra02,1971,3,CHN,NL,16,16,1,5,2,0,0,0,0,0,1,3,0,0,0,0,0 +weisal01,1971,1,NYN,NL,11,11,3,0,0,0,0,1,0,0,2,4,1,0,0,1,0 +wertdo01,1971,1,WS2,AL,20,40,2,2,1,0,0,2,0,0,4,10,1,1,1,0,2 +whillja01,1971,1,DET,AL,7,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +whitero01,1971,1,NYA,AL,147,524,86,153,22,7,19,84,14,7,86,66,7,7,0,17,10 +wickefl01,1971,1,ML4,AL,11,8,0,1,0,0,0,0,0,0,2,0,0,0,0,0,2 +wickefl01,1971,2,SFN,NL,9,21,3,3,0,0,0,1,0,0,2,5,0,1,0,0,1 +wilcomi01,1971,1,CIN,NL,18,9,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +wilheho01,1971,1,ATL,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wilheho01,1971,2,LAN,NL,9,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +willibe01,1971,1,SFN,NL,35,73,8,13,1,0,1,5,1,1,12,24,2,0,1,0,1 +willibi01,1971,1,CHN,NL,157,594,86,179,27,5,28,93,7,5,77,44,18,3,0,3,17 +willich01,1971,1,NYN,NL,31,23,1,2,0,0,0,1,0,0,2,11,0,0,4,0,0 +williea02,1971,1,ATL,NL,145,497,64,129,14,1,33,87,0,1,42,80,5,7,0,4,11 +willist02,1971,1,MIN,AL,46,10,1,0,0,0,0,0,0,0,1,8,0,0,1,0,0 +willist02,1971,2,SLN,NL,10,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +williwa02,1971,1,CHA,AL,114,361,43,106,17,3,8,35,5,5,24,27,1,5,4,3,6 +willoji01,1971,1,SFN,NL,2,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +willsma01,1971,1,LAN,NL,149,601,73,169,14,3,3,44,15,8,40,44,2,0,7,6,8 +wilsobi03,1971,1,PHI,NL,38,10,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +wilsodo01,1971,1,HOU,NL,35,91,5,14,1,0,0,7,0,0,1,37,0,2,6,0,2 +winebo01,1971,1,MON,NL,119,340,25,68,9,0,1,16,0,0,25,46,5,0,12,2,11 +wiseri01,1971,1,PHI,NL,39,97,14,23,2,1,6,15,0,0,3,34,0,0,4,0,0 +woodsro01,1971,1,NYA,AL,25,32,4,8,1,0,1,2,0,0,4,2,0,0,0,0,0 +woodsro01,1971,2,MON,NL,51,138,26,41,7,3,1,17,0,2,19,18,0,0,2,0,5 +woodwi01,1971,1,CHA,AL,44,96,1,5,0,0,0,0,1,0,11,57,0,0,17,0,2 +woodwwo01,1971,1,CIN,NL,136,273,22,66,9,1,0,18,4,0,27,28,4,0,8,1,8 +wrighcl01,1971,1,CAL,AL,40,91,4,14,3,1,0,5,0,1,6,27,0,0,9,1,2 +wrighke01,1971,1,KCA,AL,21,22,1,2,0,0,0,0,0,0,1,10,0,0,1,0,0 +wynnebi02,1971,1,CAL,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wynnji01,1971,1,HOU,NL,123,404,38,82,16,0,7,45,10,5,56,63,6,2,2,2,14 +yastrca01,1971,1,BOS,AL,148,508,75,129,21,2,15,70,8,7,106,60,12,1,0,5,14 +yatesal01,1971,1,ML4,AL,24,47,5,13,2,0,1,4,1,0,3,7,0,0,0,2,2 +yorkji01,1971,1,KCA,AL,53,17,1,2,1,0,1,3,0,0,1,7,0,0,0,0,0 +youngjo01,1971,1,DET,AL,2,4,1,2,1,0,0,1,0,0,0,0,0,0,0,0,0 +yountla01,1971,1,HOU,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +zachach02,1971,1,SLN,NL,24,33,3,8,0,0,0,0,0,0,0,5,0,0,0,0,2 +zeppbi01,1971,1,DET,AL,16,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +ziskri01,1971,1,PIT,NL,7,15,2,3,1,0,1,2,0,0,4,7,0,0,0,0,0 +aaronha01,1972,1,ATL,NL,129,449,75,119,10,0,34,77,4,0,92,55,15,1,0,2,17 +abernte02,1972,1,KCA,AL,45,6,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +acostcy01,1972,1,CHA,AL,26,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +acosted01,1972,1,SDN,NL,46,12,1,1,0,0,0,0,0,0,1,9,0,0,0,0,0 +adamsmi02,1972,1,MIN,AL,3,6,0,2,0,0,0,0,0,0,0,1,0,0,0,0,0 +ageeto01,1972,1,NYN,NL,114,422,52,96,23,0,13,47,8,9,53,92,6,4,1,3,18 +akerja01,1972,1,NYA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +akerja01,1972,2,CHN,NL,48,6,0,0,0,0,0,0,0,0,1,3,0,0,0,0,0 +alexado01,1972,1,BAL,AL,35,25,1,2,0,0,0,0,0,0,1,7,0,0,3,0,1 +allenbe01,1972,1,NYA,AL,84,220,26,50,9,0,9,22,0,1,23,42,4,0,1,4,4 +allendi01,1972,1,CHA,AL,148,506,90,156,28,5,37,113,19,8,99,126,16,1,0,3,13 +allenha02,1972,1,CHA,AL,9,21,1,3,0,0,0,0,0,0,0,2,0,0,0,0,1 +allenll01,1972,1,CAL,AL,42,17,0,2,0,0,0,0,0,0,0,8,0,0,3,0,0 +allenro01,1972,1,SLN,NL,7,11,2,1,0,0,1,1,0,0,3,5,0,0,0,0,1 +alleyge01,1972,1,PIT,NL,119,347,30,86,12,2,3,36,4,3,38,52,10,0,3,1,6 +alomasa01,1972,1,CAL,AL,155,610,65,146,20,3,1,25,20,12,47,55,5,0,6,3,8 +aloufe01,1972,1,NYA,AL,120,324,33,90,18,1,6,37,1,0,22,27,1,2,1,2,8 +alouje01,1972,1,HOU,NL,52,93,8,29,4,1,0,11,0,2,7,5,4,1,1,0,3 +alouma01,1972,1,SLN,NL,108,404,46,127,17,2,3,31,11,4,24,23,2,1,1,1,12 +alouma01,1972,2,OAK,AL,32,121,11,34,5,0,1,16,2,1,11,12,1,1,1,2,1 +alvarlu01,1972,1,CHA,AL,103,254,30,54,4,1,4,29,2,2,13,36,5,1,1,0,12 +alyeabr01,1972,1,OAK,AL,10,13,1,3,1,0,0,0,0,0,1,0,0,0,0,0,1 +alyeabr01,1972,2,SLN,NL,13,19,0,3,1,0,0,1,0,0,0,6,0,0,0,0,0 +alyeabr01,1972,3,OAK,AL,10,18,2,3,0,0,1,2,0,0,2,5,0,0,0,0,0 +anderdw01,1972,1,OAK,AL,3,7,2,0,0,0,0,0,0,0,1,4,0,0,0,0,0 +anderdw01,1972,2,SLN,NL,57,135,12,36,4,1,1,8,0,1,8,23,1,1,0,0,4 +andermi01,1972,1,PHI,NL,36,103,8,20,5,1,2,5,1,0,19,36,1,0,2,1,0 +andremi01,1972,1,CHA,AL,148,505,58,111,18,0,7,50,2,2,70,78,3,2,18,7,4 +angelno01,1972,1,KCA,AL,21,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +aparilu01,1972,1,BOS,AL,110,436,47,112,26,3,3,39,3,3,26,28,0,2,5,5,8 +arlinst01,1972,1,SDN,NL,38,72,6,11,1,1,0,4,0,0,8,24,0,1,4,0,1 +arnolch01,1972,1,SFN,NL,51,84,8,19,3,1,1,4,0,1,8,12,1,0,1,0,3 +auerbri01,1972,1,ML4,AL,153,554,50,121,16,3,2,30,24,8,43,62,5,2,5,1,14 +azcuejo01,1972,1,CAL,AL,3,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +azcuejo01,1972,2,ML4,AL,11,14,0,2,0,0,0,0,0,0,1,5,1,0,0,0,0 +bahnsst01,1972,1,CHA,AL,44,92,5,14,2,0,0,2,0,0,1,38,0,1,3,0,1 +bailebo01,1972,1,MON,NL,143,489,55,114,10,4,16,57,6,7,59,112,7,1,7,4,13 +bakerdu01,1972,1,ATL,NL,127,446,62,143,27,2,17,76,4,7,45,68,2,4,2,6,9 +bandosa01,1972,1,OAK,AL,152,535,64,126,20,3,15,77,3,1,78,55,17,9,6,3,13 +barbest01,1972,1,ATL,NL,5,5,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +barbest01,1972,2,CAL,AL,34,7,0,1,0,0,0,0,0,0,3,4,0,0,2,0,0 +barera01,1972,1,SLN,NL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barnelu01,1972,1,NYN,NL,24,72,5,17,2,2,0,6,0,1,6,4,1,0,0,1,2 +barrji01,1972,1,SFN,NL,44,49,4,9,3,0,0,2,0,0,0,10,0,0,4,0,0 +bartobo01,1972,1,SDN,NL,29,88,1,17,1,0,0,9,2,0,2,19,0,0,1,1,3 +batemjo01,1972,1,MON,NL,18,29,0,7,1,0,0,3,0,0,3,4,0,0,0,0,1 +batemjo01,1972,2,PHI,NL,82,252,10,56,9,0,3,17,0,1,8,39,6,1,1,3,4 +baylodo01,1972,1,BAL,AL,102,320,33,81,13,3,11,38,24,2,29,50,0,9,2,3,9 +beaucji01,1972,1,NYN,NL,58,120,10,29,1,0,5,19,0,0,7,33,1,1,0,3,2 +beckegl01,1972,1,CHN,NL,120,474,51,128,22,2,3,43,2,1,23,17,1,2,7,4,16 +beenefr01,1972,1,NYA,AL,30,9,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +belanma01,1972,1,BAL,AL,113,285,36,53,9,1,2,16,6,3,18,53,1,2,4,4,3 +bellbu01,1972,1,CLE,AL,132,466,49,119,21,1,9,36,5,6,34,29,8,3,1,1,5 +bellje01,1972,1,ML4,AL,25,14,0,1,0,0,0,0,0,0,0,10,0,0,1,0,0 +benchjo01,1972,1,CIN,NL,147,538,87,145,22,2,40,125,6,6,100,84,23,2,0,12,18 +beniqju01,1972,1,BOS,AL,33,99,10,24,4,1,1,8,2,0,7,11,0,0,0,2,2 +berryke01,1972,1,CAL,AL,119,409,41,118,15,3,5,39,5,3,35,47,2,2,12,1,4 +bevacku01,1972,1,CLE,AL,19,35,2,4,0,0,1,1,0,0,3,10,1,0,0,0,1 +bibbyji01,1972,1,SLN,NL,6,8,0,1,0,0,0,0,0,0,2,3,0,0,2,0,0 +biittla01,1972,1,TEX,AL,137,382,34,99,18,1,3,31,1,3,29,37,5,2,6,3,7 +billidi01,1972,1,TEX,AL,133,469,41,119,15,1,5,58,1,5,29,77,5,2,2,6,13 +billija01,1972,1,CIN,NL,36,71,2,5,1,0,0,2,0,0,2,29,0,0,5,0,1 +blairpa01,1972,1,BAL,AL,142,477,47,111,20,8,8,49,7,8,25,78,0,0,5,7,16 +blancda01,1972,1,SFN,NL,39,20,5,7,1,0,0,2,2,1,4,3,0,0,0,1,1 +blankla01,1972,1,ATL,NL,33,85,10,28,5,0,1,7,0,0,7,12,0,0,1,1,3 +blasiwa01,1972,1,HOU,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +blasiwa01,1972,2,NYA,AL,12,2,0,0,0,0,0,0,0,0,1,2,0,0,1,0,0 +blassst01,1972,1,PIT,NL,35,82,8,15,2,0,0,3,0,0,2,22,0,0,12,0,1 +blatest01,1972,1,NYA,AL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +blefacu01,1972,1,OAK,AL,8,11,1,5,2,0,0,1,0,0,0,1,0,0,0,1,0 +blefacu01,1972,2,SDN,NL,74,102,10,20,3,0,3,9,0,0,19,18,3,0,0,1,1 +blessik01,1972,1,DET,AL,4,5,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +blombro01,1972,1,NYA,AL,107,299,36,80,22,1,14,49,0,2,38,26,4,3,0,1,4 +bluevi01,1972,1,OAK,AL,27,45,4,2,0,0,0,0,0,1,5,34,0,0,2,0,0 +blylebe01,1972,1,MIN,AL,39,94,9,15,2,0,0,6,0,0,2,36,0,0,11,0,1 +boccajo01,1972,1,MON,NL,83,207,14,47,8,1,1,10,1,2,9,29,3,1,2,3,4 +bolinbo01,1972,1,BOS,AL,21,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bondsbo01,1972,1,SFN,NL,153,626,118,162,29,5,26,80,44,6,60,137,4,5,1,5,13 +bonhabi01,1972,1,CHN,NL,19,14,3,4,0,0,0,1,0,0,2,3,0,0,3,0,0 +boonebo01,1972,1,PHI,NL,16,51,4,14,1,0,1,4,1,0,5,7,2,0,0,1,2 +borbope01,1972,1,CIN,NL,62,21,0,1,0,0,0,1,0,0,1,10,0,1,0,0,1 +borgmgl01,1972,1,MIN,AL,56,175,11,41,4,0,3,14,0,0,25,25,8,0,0,3,4 +bosmadi01,1972,1,TEX,AL,29,53,1,5,1,0,0,3,0,0,1,19,0,0,13,0,1 +bosweke01,1972,1,NYN,NL,100,355,35,75,9,1,9,33,2,2,32,35,1,0,9,4,15 +bourqpa01,1972,1,CHN,NL,11,27,3,7,1,0,0,5,0,0,2,2,0,0,0,0,0 +bowala01,1972,1,PHI,NL,152,579,67,145,11,13,1,31,17,9,32,51,1,2,18,2,8 +bradfbu01,1972,1,CHA,AL,35,48,13,13,2,0,2,8,3,2,4,13,0,1,1,0,3 +bradlto01,1972,1,CHA,AL,43,91,1,12,2,0,0,3,0,0,1,34,0,0,9,0,0 +brandbu01,1972,1,PHI,NL,42,15,0,1,0,0,0,0,0,0,0,8,0,0,4,0,1 +braunst01,1972,1,MIN,AL,121,402,40,116,21,0,2,50,4,5,45,38,1,2,2,4,14 +breazji01,1972,1,ATL,NL,52,85,10,21,2,0,5,17,0,1,6,12,1,0,0,0,2 +breedha01,1972,1,MON,NL,42,87,6,20,2,0,3,10,0,0,7,15,1,0,0,2,1 +brettke01,1972,1,ML4,AL,31,44,6,10,1,0,0,1,0,0,2,10,0,0,1,0,0 +breweji01,1972,1,LAN,NL,51,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +briggjo02,1972,1,ML4,AL,135,418,58,111,14,1,21,65,1,2,54,67,4,1,2,6,8 +brilene01,1972,1,PIT,NL,28,70,6,11,1,0,0,4,0,0,2,32,0,0,5,1,0 +brinkch01,1972,1,CHA,AL,35,52,1,7,0,0,0,0,0,0,4,7,0,0,0,0,3 +brinked01,1972,1,DET,AL,156,516,42,105,19,1,6,49,0,0,38,51,9,3,7,7,14 +brobepe01,1972,1,TEX,AL,39,51,1,4,2,0,0,2,0,0,1,24,0,0,5,0,0 +brocklo01,1972,1,SLN,NL,153,621,81,193,26,8,3,42,63,18,47,93,12,1,3,3,6 +brohaja01,1972,1,CLE,AL,136,527,49,123,13,2,5,35,3,2,27,46,0,1,9,3,8 +brookbo01,1972,1,OAK,AL,15,39,4,7,0,0,0,5,0,1,8,8,1,0,0,0,2 +brownby01,1972,1,PHI,NL,21,21,2,4,0,0,0,0,0,0,1,8,0,0,0,0,1 +brownga01,1972,1,DET,AL,103,252,33,58,5,0,10,31,3,0,26,28,3,2,0,3,7 +brownik01,1972,1,DET,AL,51,84,12,21,3,0,2,10,1,2,17,23,1,0,0,0,5 +brownla01,1972,1,OAK,AL,47,142,11,26,2,0,0,4,0,0,13,8,1,0,1,1,9 +brownol02,1972,1,SDN,NL,23,70,3,12,2,0,0,3,0,0,5,9,2,0,0,1,1 +brownol02,1972,2,OAK,AL,20,54,5,13,1,0,1,4,1,1,6,14,1,0,0,0,0 +brownol02,1972,3,ML4,AL,66,179,21,50,8,0,3,25,0,2,17,24,3,1,1,2,10 +brownos01,1972,1,ATL,NL,76,164,19,37,5,1,3,16,0,2,4,29,0,0,0,0,4 +bryanro01,1972,1,SFN,NL,35,70,5,12,2,0,0,3,0,0,3,22,0,0,6,0,2 +bryest01,1972,1,MIN,AL,100,253,18,61,9,3,0,12,3,1,17,38,1,1,1,0,5 +bucknbi01,1972,1,LAN,NL,105,383,47,122,14,3,5,37,10,3,17,13,2,1,3,1,13 +bufordo01,1972,1,BAL,AL,125,408,46,84,6,2,5,22,8,3,69,83,10,4,3,1,5 +bumbral01,1972,1,BAL,AL,9,11,5,4,0,1,0,0,1,1,0,0,0,0,0,0,0 +burdabo01,1972,1,BOS,AL,45,73,4,12,1,0,2,9,0,0,8,11,3,0,1,2,3 +burgmto01,1972,1,KCA,AL,51,12,2,4,0,0,0,0,0,0,0,4,0,0,0,0,0 +burroje01,1972,1,TEX,AL,22,65,4,12,1,0,1,3,0,2,5,22,0,0,0,0,2 +busbyst01,1972,1,KCA,AL,5,15,0,3,1,0,0,4,0,0,0,3,0,0,0,0,0 +butlebi02,1972,1,CLE,AL,6,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cabelen01,1972,1,BAL,AL,3,5,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0 +cainle01,1972,1,DET,AL,5,7,0,1,0,0,0,0,0,0,0,2,0,0,1,0,0 +caldwmi01,1972,1,SDN,NL,42,50,1,7,0,0,0,3,0,0,0,20,0,0,4,1,3 +callijo01,1972,1,NYA,AL,92,275,28,71,10,0,9,34,3,0,18,34,1,0,2,5,6 +camillo01,1972,1,CLE,AL,39,41,2,6,2,0,0,3,0,0,3,8,0,0,1,0,0 +campabe01,1972,1,OAK,AL,149,625,85,150,25,2,8,32,52,14,32,88,0,2,20,2,9 +campbda01,1972,1,SDN,NL,33,100,6,24,5,0,0,3,0,4,11,12,2,0,2,0,2 +cannich01,1972,1,LAN,NL,73,200,14,48,6,0,2,18,0,1,31,38,5,0,1,1,4 +caprabu01,1972,1,NYN,NL,14,12,1,3,0,0,0,1,0,0,3,3,0,0,0,0,0 +carbobe01,1972,1,CIN,NL,19,21,2,3,0,0,0,0,0,0,6,3,1,1,0,0,0 +carbobe01,1972,2,SLN,NL,99,302,42,78,13,1,7,34,0,1,57,56,9,5,1,3,7 +cardejo02,1972,1,CHN,NL,143,533,96,155,24,6,17,70,25,14,55,58,3,1,1,3,15 +cardele01,1972,1,CAL,AL,150,551,25,123,11,2,6,42,1,2,35,73,4,2,13,1,15 +carewro01,1972,1,MIN,AL,142,535,61,170,21,6,0,51,12,6,43,60,9,2,9,2,11 +carltst01,1972,1,PHI,NL,41,117,6,23,3,1,1,8,0,0,5,31,0,1,7,0,0 +carrido01,1972,1,SFN,NL,26,29,2,6,1,0,0,5,0,0,0,10,0,0,1,0,0 +carrocl02,1972,1,CIN,NL,65,11,2,2,0,0,0,1,0,0,0,3,0,0,1,0,0 +cartyri01,1972,1,ATL,NL,86,271,31,75,12,2,6,29,0,0,44,33,4,0,0,0,8 +casanpa01,1972,1,ATL,NL,49,136,8,28,3,0,2,10,0,1,4,28,2,0,0,0,7 +cashda01,1972,1,PIT,NL,99,425,58,120,22,4,3,30,9,9,22,31,1,0,3,2,7 +cashno01,1972,1,DET,AL,137,440,51,114,16,0,22,61,0,2,50,64,13,4,4,3,9 +caterda01,1972,1,BOS,AL,92,317,32,75,17,1,8,39,0,1,15,33,2,2,1,7,16 +cedence01,1972,1,HOU,NL,139,559,103,179,39,8,22,82,55,21,56,62,5,5,1,4,11 +cepedor01,1972,1,ATL,NL,28,84,6,25,3,0,4,9,0,0,7,17,1,0,0,0,1 +cepedor01,1972,2,OAK,AL,3,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ceyro01,1972,1,LAN,NL,11,37,3,10,1,0,1,3,0,0,7,10,0,1,0,0,0 +chambch01,1972,1,CLE,AL,121,466,51,136,27,2,6,44,3,4,26,63,2,0,3,4,8 +champbi01,1972,1,PHI,NL,32,34,1,5,0,0,1,1,0,0,1,16,0,0,5,0,1 +chaneda01,1972,1,CIN,NL,83,196,29,49,7,2,2,19,1,3,29,28,7,0,4,1,1 +chileri01,1972,1,HOU,NL,9,11,0,3,1,0,0,2,0,0,1,1,0,0,0,0,0 +clarkho01,1972,1,NYA,AL,147,547,65,132,20,2,3,37,18,6,56,44,4,4,3,3,7 +clarkri01,1972,1,CAL,AL,27,31,0,3,0,0,0,0,0,0,1,14,0,0,1,0,0 +clarkro02,1972,1,OAK,AL,14,15,1,4,2,0,0,1,0,0,2,4,0,0,1,0,1 +clarkro02,1972,2,ML4,AL,22,54,8,10,1,1,2,5,0,0,5,11,0,0,1,1,2 +clemero01,1972,1,PIT,NL,102,378,68,118,19,7,10,60,0,0,29,49,7,0,0,6,15 +clemola01,1972,1,SLN,NL,3,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clenddo01,1972,1,SLN,NL,61,136,13,26,4,0,4,9,1,2,17,37,4,0,0,1,7 +clevere01,1972,1,SLN,NL,33,71,3,17,0,0,0,7,0,0,1,13,0,1,11,0,3 +clinege01,1972,1,PIT,NL,107,311,52,104,15,6,0,17,12,6,16,47,1,2,3,2,7 +clonito01,1972,1,SLN,NL,17,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +clostal01,1972,1,NYA,AL,2,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +coggifr01,1972,1,CHN,NL,6,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +coggiri01,1972,1,BAL,AL,16,39,5,13,4,0,0,1,0,2,1,6,0,0,3,0,0 +colbena01,1972,1,SDN,NL,151,563,87,141,27,2,38,111,15,6,70,127,14,2,3,5,12 +colbevi01,1972,1,CLE,AL,23,20,1,4,1,0,0,0,0,0,2,10,0,0,1,0,1 +colboji01,1972,1,ML4,AL,39,37,0,3,0,1,0,0,0,0,1,17,0,0,2,0,0 +colemjo05,1972,1,DET,AL,40,82,5,9,0,0,0,5,0,1,5,30,0,0,15,0,3 +coletch01,1972,1,CAL,AL,14,30,5,9,1,0,1,7,0,0,1,4,0,0,0,0,1 +comerwa01,1972,1,DET,AL,27,9,1,1,0,0,0,1,0,1,0,1,0,0,0,1,0 +comptcl01,1972,1,CHN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +conceda01,1972,1,CIN,NL,119,378,40,79,13,2,2,29,13,6,32,65,8,2,5,4,11 +conigbi01,1972,1,ML4,AL,52,191,22,44,6,2,7,16,1,0,8,54,0,0,2,0,5 +coopece01,1972,1,BOS,AL,12,17,0,4,1,0,0,2,0,0,2,5,1,0,0,0,0 +corbira01,1972,1,MIN,AL,34,49,1,4,1,0,0,2,0,0,2,19,0,0,2,0,1 +corkimi01,1972,1,SDN,NL,47,38,3,9,0,0,1,3,0,0,1,11,0,0,4,0,0 +corrapa01,1972,1,CIN,NL,2,1,0,0,0,0,0,0,0,0,2,0,1,0,0,0,0 +corrapa01,1972,2,SDN,NL,44,119,6,23,0,0,0,6,0,0,11,26,1,1,1,0,1 +correvi01,1972,1,BOS,AL,1,4,1,2,0,0,0,1,0,0,0,1,0,0,0,0,0 +cosgrmi01,1972,1,HOU,NL,7,2,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +cowanbi01,1972,1,CAL,AL,3,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +coxca01,1972,1,TEX,AL,35,9,0,1,0,0,0,0,0,0,3,3,0,0,0,0,0 +coxca01,1972,2,NYA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +crawfwi01,1972,1,LAN,NL,96,243,28,61,7,3,8,27,4,2,35,55,3,2,2,1,8 +crosbed01,1972,1,SLN,NL,101,276,27,60,9,1,0,19,1,1,18,27,1,2,3,1,10 +crowlte01,1972,1,BAL,AL,97,247,30,57,10,0,11,29,0,0,32,26,5,1,1,2,8 +cruzjo01,1972,1,SLN,NL,117,332,33,78,14,4,2,23,9,3,36,54,3,1,2,3,4 +cuellmi01,1972,1,BAL,AL,35,87,5,11,0,0,2,7,0,0,0,38,0,0,7,0,1 +culleti01,1972,1,OAK,AL,72,142,10,37,8,1,0,15,0,1,5,17,0,0,2,0,3 +culpra01,1972,1,BOS,AL,16,33,3,7,0,0,0,2,0,0,1,15,0,0,4,0,0 +culvege01,1972,1,HOU,NL,45,19,3,3,1,0,0,1,0,0,1,10,0,0,2,0,0 +cumbejo01,1972,1,SFN,NL,9,9,0,1,0,0,0,2,0,0,0,6,0,0,0,0,0 +cumbejo01,1972,2,SLN,NL,14,5,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +curtijo01,1972,1,BOS,AL,27,53,2,5,0,0,0,1,0,0,2,23,0,0,3,0,0 +dalcabr01,1972,1,KCA,AL,35,41,3,4,1,0,0,0,0,0,1,14,0,0,5,0,1 +darwibo01,1972,1,MIN,AL,145,513,48,137,20,2,22,80,2,3,38,145,4,8,1,2,24 +davalvi01,1972,1,PIT,NL,117,368,60,117,19,2,4,28,14,1,26,44,6,3,5,1,3 +davisbr02,1972,1,ML4,AL,85,154,17,49,2,0,0,12,6,4,12,23,0,0,1,1,4 +davisto02,1972,1,CHN,NL,15,26,3,7,1,0,0,6,0,1,2,3,0,0,0,0,0 +davisto02,1972,2,BAL,AL,26,82,9,21,3,0,0,6,2,0,6,18,0,0,0,0,3 +daviswi02,1972,1,LAN,NL,149,615,81,178,22,7,19,79,20,3,27,61,4,1,4,7,9 +daybo01,1972,1,MON,NL,128,386,32,90,7,4,0,30,3,6,29,44,3,1,12,0,5 +deckejo01,1972,1,CHN,NL,5,2,1,0,0,0,0,0,0,0,0,0,0,0,3,0,0 +dempsri01,1972,1,MIN,AL,25,40,0,8,1,0,0,0,0,0,6,8,0,0,1,0,2 +didiebo01,1972,1,ATL,NL,13,40,5,12,2,1,0,5,0,0,2,4,0,1,0,1,1 +dierkla01,1972,1,HOU,NL,31,78,2,13,0,0,0,4,0,0,1,24,0,1,6,0,0 +dietzdi01,1972,1,LAN,NL,27,56,4,9,1,0,1,6,2,0,14,11,2,0,0,0,1 +dobsopa01,1972,1,BAL,AL,38,85,3,12,2,0,0,3,0,0,1,39,0,0,8,0,2 +downial01,1972,1,LAN,NL,31,66,2,8,1,1,0,2,0,0,1,27,0,0,6,0,0 +downsda01,1972,1,PHI,NL,4,8,1,2,0,0,0,2,0,0,0,4,0,0,0,0,0 +doylede01,1972,1,PHI,NL,123,442,33,110,14,2,1,26,6,7,31,33,2,0,6,5,9 +doylepa01,1972,1,CAL,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +drabomo01,1972,1,SLN,NL,30,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +drabomo01,1972,2,CHA,AL,7,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dragodi01,1972,1,KCA,AL,35,68,4,4,0,0,0,5,0,0,8,36,0,1,7,0,0 +driscji01,1972,1,TEX,AL,15,18,0,0,0,0,0,0,0,0,2,3,1,0,0,0,1 +duffyfr01,1972,1,CLE,AL,130,385,23,92,16,4,3,27,6,2,31,54,5,1,10,1,12 +dukesja01,1972,1,TEX,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dukesto01,1972,1,CAL,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +duncada01,1972,1,OAK,AL,121,403,39,88,13,0,19,59,0,2,34,68,5,5,2,6,13 +dunnist01,1972,1,CLE,AL,20,33,6,9,1,0,3,4,0,0,3,9,0,0,3,0,0 +durhado01,1972,1,SLN,NL,14,14,3,7,0,0,2,4,0,0,0,4,0,0,0,0,0 +dyerdu01,1972,1,NYN,NL,94,325,33,75,17,3,8,36,0,1,28,71,9,5,2,3,8 +edwarjo01,1972,1,HOU,NL,108,332,33,89,16,2,5,40,2,4,50,39,12,1,1,8,5 +eganto01,1972,1,CHA,AL,50,141,8,27,3,0,2,9,0,0,4,48,0,2,0,0,5 +elliora01,1972,1,SDN,NL,14,49,5,10,3,1,0,6,0,0,2,11,0,0,0,0,1 +ellisdo01,1972,1,PIT,NL,36,59,6,9,0,0,0,1,0,0,1,22,0,0,1,0,0 +ellisjo01,1972,1,NYA,AL,52,136,13,40,5,1,5,25,0,0,8,22,0,0,0,0,9 +epstemi01,1972,1,OAK,AL,138,455,63,123,18,2,26,70,0,1,68,68,9,11,0,3,7 +etchean01,1972,1,BAL,AL,71,188,11,38,6,1,2,21,0,2,17,43,2,3,0,2,5 +evansda01,1972,1,ATL,NL,125,418,67,106,12,0,19,71,4,2,90,58,4,4,0,9,6 +evansdw01,1972,1,BOS,AL,18,57,2,15,3,1,1,6,0,0,7,13,0,0,0,0,2 +faheybi01,1972,1,TEX,AL,39,119,8,20,2,0,1,10,4,0,12,23,0,1,1,0,3 +faireji01,1972,1,MON,NL,86,141,9,33,7,0,1,15,1,3,10,21,2,0,2,0,1 +fairlro01,1972,1,MON,NL,140,446,51,124,15,1,17,68,3,4,46,45,7,3,2,2,10 +fanzoca01,1972,1,CHN,NL,86,222,26,50,11,0,8,42,2,3,35,45,6,3,0,4,7 +farmeed01,1972,1,CLE,AL,46,7,0,1,0,0,0,0,0,0,0,3,0,0,1,0,0 +felskjo01,1972,1,ML4,AL,37,80,6,11,3,0,1,5,0,0,8,23,0,0,1,0,2 +fenwibo01,1972,1,HOU,NL,36,50,7,9,3,0,0,4,0,1,3,13,1,0,0,0,1 +fergujo01,1972,1,LAN,NL,8,24,2,7,3,0,1,5,0,0,2,4,0,0,1,0,2 +fernafr01,1972,1,CHN,NL,3,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +ferrami01,1972,1,ML4,AL,124,381,19,97,18,1,2,29,0,5,17,41,1,0,4,4,18 +fingero01,1972,1,OAK,AL,65,19,2,6,0,0,1,2,0,0,0,3,0,0,1,0,0 +fioremi01,1972,1,SLN,NL,17,10,0,1,0,0,0,1,0,0,2,3,0,0,1,0,1 +fioremi01,1972,2,SDN,NL,7,6,0,0,0,0,0,0,0,0,1,3,1,0,0,0,0 +fisheed02,1972,1,CAL,AL,43,17,1,2,0,0,0,1,0,0,0,8,0,0,0,0,0 +fisheed02,1972,2,CHA,AL,6,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fiskca01,1972,1,BOS,AL,131,457,74,134,28,9,22,61,5,2,52,83,6,4,1,0,11 +fitzmal01,1972,1,KCA,AL,39,23,1,4,0,0,0,0,0,0,4,3,0,0,0,0,1 +floydbo01,1972,1,KCA,AL,61,134,9,24,3,0,0,5,1,0,5,29,0,0,1,0,4 +foliti01,1972,1,MON,NL,149,540,45,130,12,2,2,35,11,7,25,43,2,6,16,5,6 +folkeri01,1972,1,SLN,NL,9,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1 +foorji01,1972,1,DET,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fordte01,1972,1,TEX,AL,129,429,43,101,19,1,14,50,4,3,37,80,2,3,7,5,6 +forscke01,1972,1,HOU,NL,30,41,2,6,0,0,0,0,0,0,1,21,0,0,7,0,1 +forstte01,1972,1,CHA,AL,63,19,1,10,0,0,0,3,1,0,1,2,0,0,2,0,0 +fossera01,1972,1,CLE,AL,134,457,42,110,20,1,10,41,5,1,45,46,15,3,1,2,18 +fosteal01,1972,1,CAL,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fostege01,1972,1,CIN,NL,59,145,15,29,4,1,2,12,2,1,5,44,1,1,0,1,6 +fostero01,1972,1,CLE,AL,73,143,19,32,4,0,4,13,0,2,21,23,2,2,0,3,5 +frailke01,1972,1,CHA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +freedro01,1972,1,PHI,NL,73,129,10,29,4,0,6,18,0,1,23,39,2,1,2,1,3 +freehbi01,1972,1,DET,AL,111,374,51,98,18,2,10,56,0,1,48,51,0,6,1,1,7 +freemji01,1972,1,ATL,NL,8,13,0,1,0,0,0,0,0,0,2,6,0,0,0,0,0 +fregoji01,1972,1,NYN,NL,101,340,31,79,15,4,5,32,0,1,38,71,2,1,2,1,6 +friseda01,1972,1,NYN,NL,39,7,0,2,0,0,0,1,0,0,0,1,0,0,0,0,0 +frymawo01,1972,1,PHI,NL,23,33,3,5,0,0,1,5,0,0,2,6,0,0,2,0,1 +frymawo01,1972,2,DET,AL,16,40,0,5,0,0,0,3,0,0,0,7,0,0,4,0,0 +fuentti01,1972,1,SFN,NL,152,572,64,151,33,6,7,53,16,5,39,56,3,3,12,8,9 +gagliph01,1972,1,BOS,AL,52,82,9,21,4,1,0,10,1,0,10,13,0,0,1,1,1 +gallaal01,1972,1,SFN,NL,82,233,19,52,3,1,2,18,2,1,33,39,4,1,3,4,9 +gallabo01,1972,1,BOS,AL,7,5,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +gambljo01,1972,1,DET,AL,6,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gamblos01,1972,1,PHI,NL,74,135,17,32,5,2,1,13,0,1,19,16,0,1,0,2,4 +garbege01,1972,1,PIT,NL,4,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +garcira02,1972,1,SDN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gardnro01,1972,1,NYA,AL,20,28,0,3,0,0,0,1,0,0,0,16,0,0,5,0,0 +garmami01,1972,1,BOS,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +garread01,1972,1,OAK,AL,14,11,0,0,0,0,0,0,0,0,1,4,0,0,0,0,0 +garrewa01,1972,1,NYN,NL,111,298,41,69,13,3,2,29,3,2,70,58,3,0,5,4,5 +garrigi01,1972,1,ATL,NL,40,75,11,20,1,0,0,7,1,1,11,6,1,1,0,0,3 +garrra01,1972,1,ATL,NL,134,554,87,180,22,0,12,53,25,9,25,41,2,6,6,3,9 +garvest01,1972,1,LAN,NL,96,294,36,79,14,2,9,30,4,2,19,36,3,1,0,3,8 +gastoci01,1972,1,SDN,NL,111,379,30,102,14,0,7,44,0,2,22,76,2,2,0,0,13 +gebhabo01,1972,1,MIN,AL,13,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +geddeji01,1972,1,CHA,AL,6,1,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +gentrga01,1972,1,NYN,NL,32,48,2,5,1,0,0,3,0,0,4,28,0,0,3,0,0 +geronce01,1972,1,CIN,NL,120,255,32,70,9,7,4,29,2,7,24,64,7,3,3,0,5 +gibbojo01,1972,1,CIN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gibbojo01,1972,2,HOU,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gibsobo01,1972,1,SLN,NL,34,103,12,20,6,0,5,12,0,1,1,25,0,0,2,0,0 +gibsoru01,1972,1,SFN,NL,5,12,0,2,0,1,0,3,0,0,0,4,0,0,1,0,2 +gilbejo02,1972,1,MON,NL,22,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gilbrbi01,1972,1,DET,AL,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gilbrro01,1972,1,ATL,NL,18,38,2,9,1,0,0,1,1,1,2,10,0,1,0,0,1 +giustda01,1972,1,PIT,NL,54,10,0,0,0,0,0,0,0,0,0,4,0,0,1,0,0 +gladdfr01,1972,1,HOU,NL,42,5,0,0,0,0,0,2,0,0,0,4,0,0,1,1,0 +goddajo01,1972,1,SDN,NL,12,35,0,7,2,0,0,2,0,0,5,9,0,0,2,0,2 +goggich01,1972,1,PIT,NL,5,7,0,2,0,0,0,0,0,0,1,1,0,0,0,0,0 +gogolbi01,1972,1,TEX,AL,36,40,1,5,0,0,0,3,0,0,2,16,0,0,2,0,1 +goltzda01,1972,1,MIN,AL,15,29,0,3,0,0,0,1,0,0,2,17,0,0,3,0,1 +gonzafe01,1972,1,PIT,NL,3,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +goodsed01,1972,1,SFN,NL,58,150,15,42,1,1,6,30,0,0,8,12,2,1,1,1,6 +gossari01,1972,1,CHA,AL,36,16,0,0,0,0,0,0,0,0,0,11,0,0,1,0,1 +gowella01,1972,1,NYA,AL,2,1,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0 +grababi01,1972,1,LAN,NL,53,144,17,24,4,0,4,16,3,0,18,53,1,2,0,2,2 +grangwa01,1972,1,MIN,AL,63,10,0,2,1,0,0,0,0,0,0,5,0,0,0,0,0 +greendi01,1972,1,OAK,AL,26,42,1,12,1,1,0,3,0,1,3,5,0,1,2,0,1 +greifbi01,1972,1,SDN,NL,34,33,0,1,0,0,0,0,0,0,1,15,0,0,5,0,0 +grichbo01,1972,1,BAL,AL,133,460,66,128,21,3,12,50,13,6,53,96,3,7,3,5,8 +grievto01,1972,1,TEX,AL,64,142,12,29,2,1,3,11,1,3,11,39,1,2,3,0,1 +griffdo01,1972,1,BOS,AL,129,470,43,122,12,1,2,35,9,2,45,48,6,2,15,3,7 +griffto02,1972,1,HOU,NL,39,25,3,7,3,0,1,2,0,0,0,9,0,0,3,0,1 +grimsro02,1972,1,CIN,NL,30,66,5,8,0,0,0,1,0,0,1,29,0,0,11,0,0 +groteje01,1972,1,NYN,NL,64,205,15,43,5,1,3,21,1,0,26,27,8,3,4,3,5 +grubbjo01,1972,1,SDN,NL,7,21,4,7,1,1,0,1,0,1,1,3,0,0,0,0,1 +grzenjo01,1972,1,SLN,NL,30,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gulledo01,1972,1,CIN,NL,31,38,7,8,1,0,0,3,0,0,2,14,0,0,5,0,0 +gurala01,1972,1,CHN,NL,7,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +guthbu01,1972,1,MIN,AL,3,3,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guzmasa01,1972,1,SLN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +haguejo01,1972,1,SLN,NL,27,76,8,18,5,1,3,11,0,1,17,18,2,0,1,2,2 +haguejo01,1972,2,CIN,NL,69,138,17,34,7,1,4,20,1,1,20,18,5,0,0,1,4 +hahndo01,1972,1,NYN,NL,17,37,0,6,0,0,0,1,0,0,4,12,0,0,0,0,1 +halleto01,1972,1,DET,AL,59,121,7,25,5,2,2,13,0,1,15,14,4,0,2,1,1 +hallto01,1972,1,CIN,NL,47,30,5,3,0,0,0,0,0,0,2,14,0,0,3,0,0 +hamilda01,1972,1,OAK,AL,25,26,2,4,1,0,0,0,0,0,5,12,0,1,1,0,1 +hamilst01,1972,1,CHN,NL,22,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +handri01,1972,1,TEX,AL,30,52,2,8,2,1,0,3,0,0,1,13,0,2,3,0,0 +handsbi01,1972,1,CHN,NL,32,57,1,1,0,0,0,0,0,0,5,30,0,0,4,0,2 +haneyla01,1972,1,OAK,AL,5,4,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +hansero02,1972,1,KCA,AL,16,30,2,4,0,0,0,2,0,0,3,6,1,0,0,0,1 +hardiji01,1972,1,ATL,NL,26,21,3,2,0,0,1,1,0,0,5,12,0,0,3,0,0 +hargast01,1972,1,CLE,AL,12,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +harmote01,1972,1,PHI,NL,73,218,35,62,8,2,2,13,3,2,29,28,0,2,1,1,2 +harpeto01,1972,1,BOS,AL,144,556,92,141,29,2,14,49,25,7,67,104,1,9,5,4,4 +harrato01,1972,1,TEX,AL,116,374,47,97,14,3,1,31,16,7,34,31,1,0,5,6,3 +harrebu01,1972,1,NYN,NL,115,418,54,90,10,4,1,24,12,4,58,57,4,3,7,4,6 +harriro01,1972,1,BAL,AL,39,17,2,2,1,0,1,1,0,0,1,9,0,0,1,0,0 +harrivi01,1972,1,TEX,AL,61,186,8,26,5,1,0,10,7,3,12,39,1,0,0,0,0 +hartji01,1972,1,SFN,NL,24,79,10,24,5,0,5,8,0,1,6,10,0,1,0,0,3 +healyfr02,1972,1,SFN,NL,45,99,12,15,4,0,1,8,0,1,13,24,2,1,0,0,1 +hebneri01,1972,1,PIT,NL,124,427,63,128,24,4,19,72,0,0,52,54,7,6,0,7,8 +hedlumi01,1972,1,KCA,AL,29,32,1,6,0,0,0,0,0,0,0,17,0,0,3,0,0 +heganmi01,1972,1,OAK,AL,98,79,13,26,3,1,1,5,1,0,7,20,1,0,2,2,1 +heideja01,1972,1,CLE,AL,10,20,0,3,0,0,0,0,0,0,2,3,0,1,0,0,1 +heisebo01,1972,1,ML4,AL,95,271,23,72,10,1,0,12,1,1,12,14,1,2,7,1,7 +helmsto01,1972,1,HOU,NL,139,518,45,134,20,5,5,60,4,3,24,27,8,4,3,10,8 +hendeke01,1972,1,SFN,NL,130,439,60,113,21,2,18,51,14,7,38,66,6,2,2,3,7 +hendrel01,1972,1,BAL,AL,33,84,6,13,4,0,0,4,0,1,12,19,2,0,1,1,1 +hendrel01,1972,2,CHN,NL,17,43,7,5,1,0,2,6,0,1,13,8,6,0,0,0,1 +hendrge01,1972,1,OAK,AL,58,121,10,22,1,1,4,15,3,2,3,22,0,1,2,2,3 +henniph01,1972,1,CLE,AL,38,12,1,1,0,0,0,0,0,0,2,6,0,0,0,0,0 +hernaen01,1972,1,SDN,NL,114,329,33,64,11,2,1,15,24,3,22,25,6,0,15,3,5 +hernaja01,1972,1,PIT,NL,72,176,12,33,7,1,1,14,0,0,9,43,1,0,1,0,4 +hernara01,1972,1,PIT,NL,53,12,1,2,1,0,0,0,0,0,0,3,0,0,0,0,0 +hernaru02,1972,1,CHA,AL,8,21,0,4,0,0,0,1,0,0,0,3,0,0,0,0,0 +herrmed01,1972,1,CHA,AL,116,354,23,88,9,0,10,40,0,0,43,37,19,4,0,4,13 +hiattja01,1972,1,HOU,NL,10,25,2,5,3,0,0,0,0,0,5,5,2,0,0,0,1 +hiattja01,1972,2,CAL,AL,22,45,4,13,0,1,1,5,0,0,5,11,0,0,0,0,1 +hickmji02,1972,1,CHN,NL,115,368,65,100,15,2,17,64,3,1,52,64,3,2,2,1,7 +higgide01,1972,1,SLN,NL,15,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hilgeto01,1972,1,CLE,AL,19,13,0,1,0,0,0,1,0,0,0,11,0,0,0,1,0 +hillejo01,1972,1,DET,AL,24,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +hiltoda01,1972,1,SDN,NL,13,47,2,10,2,1,0,5,1,0,3,6,0,0,1,0,0 +hintori01,1972,1,NYA,AL,7,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +hintori01,1972,2,TEX,AL,5,2,0,1,0,1,0,0,0,0,0,1,0,0,0,0,0 +hiserge01,1972,1,CHN,NL,32,46,2,9,0,0,0,4,1,0,6,8,0,0,1,0,1 +hoernjo01,1972,1,PHI,NL,15,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +hoernjo01,1972,2,ATL,NL,25,4,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +holdsfr01,1972,1,DET,AL,2,3,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +holtji01,1972,1,MIN,AL,10,27,6,12,1,0,1,6,0,0,0,1,0,0,0,1,1 +holtzke01,1972,1,OAK,AL,40,90,6,16,4,0,0,6,0,0,1,25,0,0,11,0,4 +hootobu01,1972,1,CHN,NL,33,72,4,9,1,0,1,6,0,0,4,37,0,0,5,0,0 +hopkiga01,1972,1,KCA,AL,53,71,1,15,2,0,0,5,0,0,7,4,1,0,0,0,2 +horlejo01,1972,1,OAK,AL,32,17,1,3,0,0,0,0,0,0,0,4,0,0,0,0,1 +hortowi01,1972,1,DET,AL,108,333,44,77,9,5,11,36,0,0,27,47,5,3,2,2,8 +houghch01,1972,1,LAN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +houseto01,1972,1,ATL,NL,8,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +hovlest01,1972,1,KCA,AL,105,196,24,53,5,1,3,24,3,3,24,29,2,1,4,1,2 +howardo01,1972,1,CAL,AL,11,38,4,10,1,0,0,2,0,0,1,3,0,1,0,0,2 +howarfr01,1972,1,TEX,AL,95,287,28,70,9,0,9,31,1,0,42,55,8,1,0,1,16 +howarfr01,1972,2,DET,AL,14,33,1,8,1,0,1,7,0,0,4,8,0,0,0,0,0 +howarji01,1972,1,SFN,NL,74,119,16,28,4,0,1,7,3,2,16,18,1,0,1,0,3 +howarla01,1972,1,HOU,NL,54,157,16,35,7,0,2,13,0,0,17,30,3,0,1,0,5 +hraboal01,1972,1,SLN,NL,5,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +hudsoch01,1972,1,SLN,NL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +humphte01,1972,1,MON,NL,69,215,13,40,8,0,1,9,4,1,16,38,4,2,3,1,8 +hundlra01,1972,1,CHN,NL,114,357,23,78,12,0,5,30,1,0,22,62,10,0,4,4,15 +hunteca01,1972,1,OAK,AL,39,105,5,23,0,0,0,5,0,0,0,16,0,0,9,2,0 +huntro01,1972,1,MON,NL,129,443,56,112,20,0,0,18,9,2,51,29,4,26,11,0,6 +huttoto01,1972,1,PHI,NL,134,381,40,99,16,2,4,38,5,8,56,24,4,0,5,1,9 +jacksgr01,1972,1,BAL,AL,32,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +jacksmi01,1972,1,KCA,AL,7,5,0,0,0,0,0,0,0,0,0,4,0,0,1,0,0 +jacksre01,1972,1,OAK,AL,135,499,72,132,25,2,25,75,9,8,59,125,7,8,4,2,5 +jacksso01,1972,1,ATL,NL,60,126,20,30,6,3,0,8,1,0,7,9,0,0,0,0,4 +janesje01,1972,1,TEX,AL,4,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +jarvipa01,1972,1,ATL,NL,37,24,2,3,2,0,0,1,0,0,1,10,0,0,3,0,0 +jastela01,1972,1,ATL,NL,5,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jatapa01,1972,1,DET,AL,32,74,8,17,2,0,0,3,0,1,7,14,0,0,1,0,1 +javieju01,1972,1,CIN,NL,44,91,3,19,2,0,2,12,1,0,6,11,0,0,2,1,2 +jenkife01,1972,1,CHN,NL,36,109,8,20,1,1,1,8,0,0,5,34,0,0,3,0,1 +jestaga01,1972,1,SDN,NL,92,256,15,63,5,1,6,22,0,0,13,21,2,0,10,1,5 +jeterjo01,1972,1,SDN,NL,110,326,25,72,4,3,7,21,11,5,18,92,4,2,1,0,9 +johnsal01,1972,1,CLE,AL,108,356,31,85,10,1,8,37,6,8,22,40,10,1,2,3,10 +johnsba01,1972,1,CHA,AL,9,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnsbo03,1972,1,PIT,NL,31,35,2,5,1,0,0,2,0,0,1,16,0,0,1,0,1 +johnscl01,1972,1,HOU,NL,5,4,0,1,0,0,0,0,0,0,2,0,0,0,0,0,0 +johnsda02,1972,1,BAL,AL,118,376,31,83,22,3,5,32,1,1,52,68,8,4,2,2,10 +johnsde01,1972,1,PHI,NL,96,230,19,49,4,1,9,31,0,1,26,69,4,3,0,3,7 +johnsja01,1972,1,CHA,AL,113,261,27,49,9,0,4,17,2,1,25,42,2,0,4,0,2 +johnsje01,1972,1,SFN,NL,48,9,0,0,0,0,0,0,0,0,0,4,0,0,1,0,1 +johnsla01,1972,1,CLE,AL,1,2,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +johnto01,1972,1,LAN,NL,29,63,3,10,0,0,0,2,0,0,0,10,0,0,7,0,3 +jonescl01,1972,1,NYN,NL,106,375,39,92,15,1,5,52,1,6,30,83,4,4,2,4,10 +jonesda03,1972,1,DET,AL,7,7,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +jonesda03,1972,2,TEX,AL,72,151,14,24,2,0,4,19,1,0,10,31,1,0,2,3,2 +jorgemi01,1972,1,MON,NL,113,372,48,86,12,3,13,47,12,13,53,75,7,4,7,2,7 +josepdu01,1972,1,BOS,AL,26,82,11,22,4,1,1,7,0,2,4,11,0,1,1,0,5 +jutzesk01,1972,1,SLN,NL,21,71,1,17,2,0,0,5,0,1,1,16,0,0,0,1,2 +kaatji01,1972,1,MIN,AL,24,45,3,13,3,0,2,4,0,1,1,16,0,0,1,0,0 +kalinal01,1972,1,DET,AL,106,278,46,87,11,2,10,32,1,0,28,33,5,2,1,5,11 +kealest01,1972,1,CHA,AL,40,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,1 +kekicmi01,1972,1,NYA,AL,29,59,3,8,0,1,0,4,0,0,0,14,0,0,6,0,0 +kellemi02,1972,1,SLN,NL,23,63,5,10,2,1,0,1,0,0,6,15,0,0,2,0,1 +kelleto01,1972,1,ATL,NL,27,34,1,3,0,0,0,0,0,0,2,13,0,0,2,0,0 +kellypa01,1972,1,CHA,AL,119,402,57,105,14,7,5,24,32,9,55,69,1,4,2,1,5 +kendafr01,1972,1,SDN,NL,91,273,18,59,3,4,6,18,0,0,11,42,3,1,1,3,5 +kenneje01,1972,1,NYA,AL,50,119,16,25,2,0,0,7,3,0,16,13,2,0,1,0,7 +kennejo03,1972,1,BOS,AL,71,212,22,52,11,1,2,22,0,1,18,40,4,3,2,2,3 +keougjo01,1972,1,KCA,AL,56,64,8,14,2,0,0,5,2,0,8,7,1,2,1,0,0 +kessido01,1972,1,CHN,NL,149,577,77,158,20,6,1,39,8,7,67,44,8,2,13,1,11 +kilkemi01,1972,1,DET,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kilkemi01,1972,2,OAK,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kilkemi01,1972,3,SDN,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kilkemi01,1972,4,CLE,AL,22,14,0,1,0,0,0,0,0,0,0,10,0,0,2,0,0 +killeha01,1972,1,MIN,AL,139,433,53,100,13,2,26,74,0,1,94,91,12,1,0,4,16 +kingha01,1972,1,TEX,AL,50,122,12,22,5,0,4,12,0,0,25,35,1,3,0,0,3 +kingmda01,1972,1,SFN,NL,135,472,65,106,17,4,29,83,16,6,51,140,2,4,0,4,9 +kirbycl01,1972,1,SDN,NL,35,74,3,5,0,0,0,2,0,0,4,30,0,0,6,0,1 +kirkped01,1972,1,KCA,AL,113,364,43,100,15,1,9,43,3,5,51,50,9,3,1,4,4 +kisonbr01,1972,1,PIT,NL,32,53,3,10,4,1,0,9,0,0,1,27,0,0,2,0,0 +klimkro01,1972,1,NYA,AL,16,6,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +klinest01,1972,1,NYA,AL,32,76,5,7,0,0,0,1,0,0,4,22,0,1,12,0,2 +knoopbo01,1972,1,KCA,AL,44,97,8,23,5,0,0,7,0,0,9,16,1,0,0,1,5 +knowlda01,1972,1,OAK,AL,54,12,0,3,0,0,0,1,0,0,1,3,0,0,1,0,0 +knoxjo01,1972,1,DET,AL,14,13,1,1,1,0,0,0,0,0,1,2,0,0,0,0,0 +koegepe01,1972,1,PHI,NL,41,49,3,7,2,0,0,1,0,0,6,16,0,0,0,0,1 +koosmje01,1972,1,NYN,NL,34,47,1,4,0,0,0,1,0,0,0,18,0,0,9,0,1 +koscoan01,1972,1,CAL,AL,49,142,15,34,4,2,6,13,1,0,5,23,1,1,1,2,5 +koscoan01,1972,2,BOS,AL,17,47,5,10,2,1,3,6,0,0,2,9,0,1,0,0,4 +kraneed01,1972,1,NYN,NL,122,327,28,88,15,1,8,34,1,0,34,35,13,1,2,4,11 +krausle02,1972,1,BOS,AL,24,16,0,2,1,0,0,0,0,0,0,8,0,0,0,0,0 +kubiate01,1972,1,TEX,AL,46,116,5,26,3,0,0,7,0,1,12,12,3,1,0,1,4 +kubiate01,1972,2,OAK,AL,51,94,14,17,4,1,0,8,0,0,9,11,0,0,0,1,2 +kusnyar01,1972,1,CAL,AL,64,179,13,37,2,1,2,13,0,0,16,33,3,1,1,0,2 +laboyco01,1972,1,MON,NL,28,69,6,18,2,0,3,14,0,0,10,16,3,0,1,1,0 +lacocpe01,1972,1,CHN,NL,5,6,3,3,0,0,0,4,1,0,0,1,0,0,0,1,0 +lacyle01,1972,1,LAN,NL,60,243,34,63,7,3,0,12,5,3,19,37,0,0,3,1,4 +lagrole01,1972,1,DET,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lahoujo01,1972,1,ML4,AL,111,316,35,75,9,3,12,34,3,4,45,54,7,0,1,1,8 +lambra01,1972,1,CLE,AL,34,21,0,0,0,0,0,0,0,0,5,8,0,0,1,0,0 +lamonge01,1972,1,DET,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lanema01,1972,1,DET,AL,8,6,2,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +langedi01,1972,1,CAL,AL,2,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lanieha01,1972,1,NYA,AL,60,103,5,22,3,0,0,6,1,2,2,13,0,1,0,1,3 +larocda01,1972,1,MIN,AL,62,11,2,1,0,0,0,0,0,0,3,6,0,0,1,0,0 +lawsost01,1972,1,TEX,AL,13,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +leebi03,1972,1,BOS,AL,47,16,3,3,0,1,1,1,0,0,0,7,0,0,0,0,0 +leele02,1972,1,SDN,NL,101,370,50,111,23,7,12,47,2,5,29,58,4,3,0,3,9 +lefebji01,1972,1,LAN,NL,70,169,11,34,8,0,5,24,0,0,17,30,6,0,0,2,3 +lemasde01,1972,1,MON,NL,13,3,0,1,0,0,0,1,0,0,1,2,0,0,0,0,0 +lemonda01,1972,1,CHA,AL,34,25,1,3,0,0,0,2,0,0,1,16,0,0,2,0,1 +leoned01,1972,1,CLE,AL,89,225,14,45,2,1,4,16,0,2,20,47,1,1,2,3,10 +leonhda01,1972,1,BAL,AL,16,1,1,1,1,0,0,0,0,0,1,0,0,0,0,0,0 +lerscba01,1972,1,PHI,NL,37,23,1,0,0,0,0,0,0,0,1,11,0,0,0,0,0 +leshndo01,1972,1,DET,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lewisal01,1972,1,OAK,AL,24,10,5,2,1,0,0,2,8,3,0,1,0,0,0,0,0 +lindbpa01,1972,1,TEX,AL,66,15,0,3,0,0,0,0,0,0,0,4,0,0,2,0,0 +linzyfr01,1972,1,ML4,AL,47,9,0,1,0,0,0,0,0,0,0,4,0,0,1,0,1 +lisjo01,1972,1,PHI,NL,62,140,13,34,6,0,6,18,0,1,30,34,1,1,1,0,2 +llenawi01,1972,1,CAL,AL,44,64,3,17,3,0,0,7,0,0,3,8,0,0,0,2,4 +lockebo02,1972,1,OAK,AL,56,6,0,0,0,0,0,0,0,0,3,4,0,0,0,0,0 +lockwsk01,1972,1,ML4,AL,31,53,3,7,0,0,0,0,0,1,3,12,0,1,3,0,1 +lolicmi01,1972,1,DET,AL,41,89,3,6,0,0,0,0,0,0,20,39,0,1,11,0,3 +lolicro01,1972,1,CLE,AL,24,80,4,15,1,0,2,8,0,0,4,20,1,0,0,1,0 +lonboji01,1972,1,ML4,AL,33,69,1,10,0,0,0,3,0,0,4,29,0,0,9,0,1 +lopesda01,1972,1,LAN,NL,11,42,6,9,4,0,0,1,4,0,7,6,0,0,0,0,1 +lopezma01,1972,1,CLE,AL,4,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +lovitjo01,1972,1,TEX,AL,117,330,23,74,9,1,1,19,13,11,37,54,2,2,4,0,8 +lowenjo01,1972,1,CLE,AL,68,151,16,32,8,1,6,21,2,4,20,43,0,0,1,0,1 +luebbst01,1972,1,MIN,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lummi01,1972,1,ATL,NL,123,369,40,84,14,2,9,38,1,4,50,52,4,3,0,2,7 +luzingr01,1972,1,PHI,NL,150,563,66,158,33,5,18,68,0,4,42,114,4,3,0,3,14 +lylesp01,1972,1,NYA,AL,59,21,2,4,1,0,0,1,0,0,1,10,0,0,2,0,0 +lyttlji01,1972,1,CHA,AL,44,82,8,19,5,2,0,5,0,1,1,28,0,0,1,0,0 +maddoel01,1972,1,TEX,AL,98,294,40,74,7,2,0,10,20,10,49,53,4,2,3,1,7 +maddoga01,1972,1,SFN,NL,125,458,62,122,26,7,12,58,13,6,14,97,3,4,4,2,5 +manguan01,1972,1,OAK,AL,91,272,19,67,13,2,5,32,0,1,14,48,1,1,4,1,8 +mangupe01,1972,1,MON,NL,8,11,2,3,0,0,0,0,0,1,1,5,0,0,0,0,0 +manuech01,1972,1,MIN,AL,63,122,6,25,5,0,1,8,0,0,4,16,0,1,0,2,1 +maricju01,1972,1,SFN,NL,25,51,3,10,2,0,0,0,0,0,1,10,0,0,1,0,1 +marqugo01,1972,1,OAK,AL,23,21,2,8,0,0,0,4,1,1,3,4,0,1,0,1,0 +marshda01,1972,1,NYN,NL,72,156,21,39,5,0,4,11,3,3,22,28,1,1,1,0,4 +marshmi01,1972,1,MON,NL,65,22,0,3,1,0,0,2,0,0,2,4,0,0,0,0,1 +martijc01,1972,1,CHN,NL,25,50,3,12,3,0,0,7,1,0,5,9,1,0,1,1,3 +martima01,1972,1,SLN,NL,9,7,0,3,0,0,0,2,0,0,0,1,0,0,0,0,0 +martima01,1972,2,OAK,AL,22,40,3,5,0,0,0,1,0,0,3,6,0,0,1,0,2 +martima01,1972,3,TEX,AL,26,41,3,6,1,1,0,3,0,1,2,8,0,0,0,1,1 +martite01,1972,1,NYN,NL,103,330,22,74,5,5,1,19,7,4,12,49,2,1,4,0,10 +mashocl01,1972,1,MON,NL,93,176,23,40,7,1,3,23,6,1,14,41,1,0,8,4,3 +masondo01,1972,1,SDN,NL,9,11,1,2,0,0,0,0,0,0,1,1,0,0,0,0,0 +masonji01,1972,1,TEX,AL,46,147,10,29,3,0,0,10,0,0,9,39,0,1,1,1,3 +matchto01,1972,1,BAL,AL,3,9,0,2,0,0,0,0,0,1,0,1,0,0,0,0,0 +matlajo01,1972,1,NYN,NL,34,78,6,10,1,0,0,2,0,0,10,44,0,0,5,0,1 +matthga01,1972,1,SFN,NL,20,62,11,18,1,1,4,14,0,1,7,13,2,0,1,1,1 +maxvida01,1972,1,SLN,NL,105,276,22,61,6,1,1,23,0,1,31,47,4,0,5,1,12 +maxvida01,1972,2,OAK,AL,27,36,2,9,1,0,0,1,0,1,1,11,0,0,2,0,0 +maybejo01,1972,1,KCA,AL,149,503,65,150,24,3,25,100,0,2,78,74,13,3,1,3,12 +mayca01,1972,1,CHA,AL,148,523,83,161,26,3,12,68,23,14,79,70,14,9,0,4,10 +mayda01,1972,1,ML4,AL,143,500,49,119,20,2,9,45,11,13,47,56,8,3,4,2,12 +mayje01,1972,1,KCA,AL,53,116,10,22,5,1,1,4,0,0,14,13,2,0,1,0,4 +mayle01,1972,1,HOU,NL,148,592,87,168,31,2,29,98,3,1,52,145,12,2,0,1,13 +maymi01,1972,1,PIT,NL,57,139,12,39,10,0,0,14,0,0,10,13,2,0,0,2,3 +mayru01,1972,1,CAL,AL,35,62,3,7,1,0,0,1,0,0,3,29,0,0,2,0,1 +mayswi01,1972,1,SFN,NL,19,49,8,9,2,0,0,3,3,0,17,5,1,0,1,0,4 +mayswi01,1972,2,NYN,NL,69,195,27,52,9,1,8,19,1,5,43,43,5,1,3,0,5 +mazerbi01,1972,1,PIT,NL,34,64,3,12,4,0,0,3,0,0,3,5,1,0,3,2,2 +mcanaer01,1972,1,MON,NL,29,53,4,6,1,0,0,3,0,0,2,17,0,0,5,1,0 +mcandji01,1972,1,NYN,NL,28,43,2,2,0,0,0,1,0,0,3,14,0,1,10,0,0 +mcauldi01,1972,1,DET,AL,122,408,47,98,16,3,8,30,0,0,59,59,7,2,1,0,2 +mccarti01,1972,1,PHI,NL,45,152,14,36,8,0,2,14,1,2,17,15,2,2,0,2,2 +mccarti01,1972,2,MON,NL,77,239,19,60,5,1,5,20,4,4,19,14,3,1,0,0,7 +mccovwi01,1972,1,SFN,NL,81,263,30,56,8,0,14,35,0,0,38,45,5,2,0,1,3 +mccrato01,1972,1,CLE,AL,129,391,43,101,12,5,7,33,12,10,41,47,5,4,3,3,11 +mcdanli01,1972,1,NYA,AL,37,7,1,2,0,0,1,2,0,0,0,3,0,0,1,0,0 +mcderte01,1972,1,LAN,NL,9,23,2,3,0,0,0,0,0,0,2,8,0,0,1,0,1 +mcdowsa01,1972,1,SFN,NL,28,59,3,7,1,1,0,4,0,0,1,21,0,0,4,0,1 +mcginda01,1972,1,CHN,NL,43,8,0,2,0,1,0,1,0,0,0,1,0,0,0,0,0 +mcgloji01,1972,1,CIN,NL,31,46,6,8,1,0,1,1,0,0,5,21,0,0,1,0,0 +mcgloly01,1972,1,BOS,AL,22,53,6,10,3,0,0,4,0,0,1,14,0,0,3,1,1 +mcgratu01,1972,1,NYN,NL,54,20,1,2,0,0,0,0,0,0,2,4,0,0,2,0,0 +mckeeji02,1972,1,PIT,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mckinri01,1972,1,NYA,AL,37,121,10,26,2,0,1,7,1,0,7,13,0,0,0,0,6 +mclaide01,1972,1,OAK,AL,5,4,0,0,0,0,0,0,0,0,0,3,0,0,2,0,0 +mclaide01,1972,2,ATL,NL,15,12,0,2,0,0,0,0,0,0,2,4,0,0,2,0,0 +mcmahdo02,1972,1,SFN,NL,44,4,0,1,0,0,0,0,0,0,0,2,0,0,1,0,0 +mcmulke01,1972,1,CAL,AL,137,472,36,127,18,1,9,34,1,2,48,59,2,0,1,2,12 +mcnalda01,1972,1,BAL,AL,36,79,4,12,2,0,2,6,0,0,3,38,0,0,2,0,0 +mcnerje01,1972,1,SLN,NL,39,48,3,10,3,1,0,9,0,0,6,16,1,0,2,1,1 +mcnulbi01,1972,1,OAK,AL,4,10,0,1,0,0,0,0,0,0,2,1,0,0,0,0,0 +mcquemi01,1972,1,ATL,NL,23,23,2,2,0,0,0,2,0,0,0,8,0,0,0,0,1 +mcraeha01,1972,1,CIN,NL,61,97,9,27,4,0,5,26,0,0,2,10,0,2,0,4,5 +medicdo01,1972,1,NYA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +meeleph01,1972,1,DET,AL,7,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +melenlu01,1972,1,SLN,NL,118,332,32,79,11,3,5,28,5,4,25,34,0,1,1,1,8 +meltobi01,1972,1,CHA,AL,57,208,22,51,5,0,7,30,1,1,23,31,2,0,0,1,2 +menkede01,1972,1,CIN,NL,140,447,41,104,19,2,9,50,0,1,58,76,2,5,6,8,8 +merriji01,1972,1,CIN,NL,4,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +messean01,1972,1,CAL,AL,26,53,2,10,3,0,0,0,1,0,3,13,0,0,2,0,0 +metzgro01,1972,1,HOU,NL,153,641,84,142,12,3,2,38,23,9,60,71,1,1,9,4,7 +michage01,1972,1,NYA,AL,126,391,29,91,7,4,1,32,4,2,32,45,4,1,2,4,11 +mikkepe01,1972,1,LAN,NL,33,7,0,0,0,0,0,0,0,0,1,6,0,0,0,0,0 +millafe01,1972,1,ATL,NL,125,498,46,128,19,3,1,38,6,4,23,28,1,3,7,3,7 +millebo04,1972,1,PIT,NL,36,4,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +milleno01,1972,1,HOU,NL,67,107,18,26,4,0,4,13,1,0,13,23,0,1,4,0,4 +milleri01,1972,1,BOS,AL,89,98,13,21,4,1,3,15,0,2,11,27,0,0,1,1,1 +milnejo01,1972,1,NYN,NL,117,362,52,86,12,2,17,38,2,1,51,74,1,5,5,0,8 +minchdo01,1972,1,TEX,AL,61,191,23,45,10,0,6,39,2,1,46,23,1,2,1,3,2 +minchdo01,1972,2,OAK,AL,47,54,2,8,1,0,0,5,0,2,10,16,0,0,0,0,4 +mingost01,1972,1,CLE,AL,42,8,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +mittege01,1972,1,MIN,AL,64,163,12,30,4,1,1,8,0,1,9,37,2,0,0,1,5 +moffira01,1972,1,SFN,NL,40,8,0,0,0,0,0,0,0,0,0,6,0,0,2,0,0 +mondari01,1972,1,CHN,NL,138,434,68,108,22,5,11,42,12,9,78,102,8,1,3,4,4 +moneydo01,1972,1,PHI,NL,152,536,54,119,16,2,15,52,5,7,41,92,5,2,7,4,8 +montawi01,1972,1,PHI,NL,147,531,60,131,39,3,13,64,1,3,58,108,13,1,2,4,5 +montgbo01,1972,1,BOS,AL,24,77,7,22,1,0,2,7,0,0,3,17,0,0,0,1,1 +montgmo01,1972,1,KCA,AL,9,17,2,3,1,0,0,3,0,0,1,10,0,0,3,0,0 +montral01,1972,1,CHN,NL,5,11,0,1,0,0,0,0,0,0,1,4,0,0,0,0,1 +monzoda01,1972,1,MIN,AL,55,55,13,15,1,0,0,5,1,0,8,12,0,0,2,0,1 +mooreba02,1972,1,MON,NL,22,55,1,8,1,0,0,4,0,0,3,18,0,0,1,0,1 +mooreto01,1972,1,NYN,NL,3,3,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +moosebo01,1972,1,PIT,NL,32,71,7,12,0,1,0,6,1,0,7,25,0,1,6,1,0 +moralje01,1972,1,SDN,NL,115,347,38,83,15,7,4,18,4,6,35,54,3,0,9,2,5 +moralri01,1972,1,CHA,AL,110,287,24,59,7,1,2,20,2,3,19,49,2,3,0,1,11 +moretro01,1972,1,BOS,AL,3,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +morgajo02,1972,1,CIN,NL,149,552,122,161,23,4,16,73,58,17,115,44,1,6,3,4,5 +morrijo06,1972,1,SFN,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mortoca01,1972,1,MON,NL,35,52,5,7,2,1,0,2,0,0,4,20,0,1,4,0,2 +mosesje01,1972,1,CLE,AL,52,141,9,31,3,0,4,14,0,0,11,29,3,3,2,0,2 +motama01,1972,1,LAN,NL,118,371,57,120,16,5,5,48,4,4,27,15,6,5,5,2,10 +mottocu01,1972,1,ML4,AL,6,6,1,1,0,0,1,2,0,0,1,2,0,0,0,0,0 +mottocu01,1972,2,CAL,AL,42,39,6,6,1,0,0,1,0,0,5,12,0,0,0,0,1 +munsoth01,1972,1,NYA,AL,140,511,54,143,16,3,7,46,6,7,47,58,5,3,4,2,13 +murcebo01,1972,1,NYA,AL,153,585,102,171,30,7,33,96,11,9,63,67,7,2,0,4,6 +murphto02,1972,1,CAL,AL,6,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +murphto02,1972,2,KCA,AL,21,13,3,0,0,0,0,0,0,0,1,3,0,0,5,0,0 +murreiv01,1972,1,SDN,NL,5,7,0,1,0,0,0,1,0,0,0,3,0,0,0,0,0 +muserto01,1972,1,CHA,AL,44,61,6,17,2,2,1,9,1,1,2,6,0,0,0,0,1 +nagymi01,1972,1,BOS,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nashji01,1972,1,ATL,NL,11,9,0,2,0,0,0,1,0,0,0,4,0,0,0,0,0 +nashji01,1972,2,PHI,NL,9,10,1,1,0,0,0,0,0,0,1,2,0,0,0,0,0 +neibaga01,1972,1,ATL,NL,8,4,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +neibaga01,1972,2,PHI,NL,9,4,1,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +nelsoda01,1972,1,TEX,AL,145,499,68,113,16,3,2,28,51,17,67,81,3,5,9,0,4 +nelsoro02,1972,1,KCA,AL,34,54,2,5,0,0,0,0,0,0,3,19,0,0,4,0,0 +nettlgr01,1972,1,CLE,AL,150,557,65,141,28,0,17,70,2,3,57,50,5,4,2,3,9 +nettlji01,1972,1,MIN,AL,102,235,28,48,5,2,4,15,4,3,32,52,3,1,0,0,5 +neumeda01,1972,1,CHA,AL,3,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +newhado01,1972,1,BOS,AL,31,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +newmara01,1972,1,ML4,AL,4,1,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0 +niekrjo01,1972,1,DET,AL,18,12,2,3,1,0,0,1,0,0,1,4,0,0,1,0,0 +niekrph01,1972,1,ATL,NL,38,93,7,18,1,0,1,4,0,0,1,22,0,2,11,1,2 +nolanga01,1972,1,CIN,NL,25,60,5,7,1,0,0,2,0,0,4,24,0,0,4,0,2 +nolanjo01,1972,1,NYN,NL,4,10,0,0,0,0,0,0,0,0,1,3,0,0,0,0,0 +normafr01,1972,1,SDN,NL,43,64,5,8,1,0,0,3,0,0,8,14,0,0,5,0,0 +northbi01,1972,1,CHN,NL,66,127,22,23,2,3,0,4,6,0,13,33,1,1,1,0,2 +northji01,1972,1,DET,AL,134,426,40,111,15,2,8,42,4,7,38,47,6,2,3,0,16 +nortoto01,1972,1,MIN,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +oatesjo01,1972,1,BAL,AL,85,253,20,66,12,1,4,21,5,7,28,31,8,0,5,2,5 +obriesy01,1972,1,CAL,AL,36,39,10,7,2,0,1,1,0,0,6,10,0,0,0,0,1 +obriesy01,1972,2,ML4,AL,31,58,5,12,2,0,1,5,0,1,2,13,0,0,3,1,2 +odombl01,1972,1,OAK,AL,59,66,16,8,1,0,2,2,4,2,1,29,0,0,5,0,0 +officro01,1972,1,ATL,NL,2,5,1,2,0,0,0,0,0,0,1,2,0,0,0,0,0 +oglivbe01,1972,1,BOS,AL,94,253,27,61,10,2,8,30,1,1,18,61,2,1,0,1,4 +olivato01,1972,1,MIN,AL,10,28,1,9,1,0,0,1,0,0,2,5,0,0,0,0,1 +oliveal01,1972,1,PIT,NL,140,565,88,176,27,4,12,89,2,4,34,44,4,5,1,7,13 +olivebo01,1972,1,KCA,AL,16,63,7,17,2,1,1,6,1,0,2,12,0,0,0,0,2 +olivebo01,1972,2,CAL,AL,134,509,47,137,20,4,19,70,4,3,27,97,8,3,0,5,15 +ortajo01,1972,1,CHA,AL,51,124,20,25,3,1,3,11,3,3,6,37,0,1,2,0,2 +osteecl01,1972,1,LAN,NL,36,88,9,24,5,1,1,11,0,0,5,19,0,1,6,0,2 +otisam01,1972,1,KCA,AL,143,540,75,158,28,2,11,54,28,12,50,59,3,3,6,6,6 +otoolde01,1972,1,CHA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pacioto01,1972,1,LAN,NL,11,47,4,12,4,0,1,6,1,0,1,7,0,0,0,0,1 +paepkde01,1972,1,KCA,AL,2,6,0,0,0,0,0,0,0,0,1,2,1,0,0,0,0 +paganjo01,1972,1,PIT,NL,53,127,11,32,9,0,3,8,0,0,5,17,0,1,3,1,1 +palmeji01,1972,1,BAL,AL,36,98,12,22,3,1,0,8,0,0,2,36,0,0,6,0,0 +palmelo01,1972,1,SLN,NL,17,5,1,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +palmelo01,1972,2,CLE,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +panthji01,1972,1,TEX,AL,58,8,2,1,0,0,0,0,0,0,1,4,0,0,3,0,0 +pappami01,1972,1,CHN,NL,29,68,5,13,1,0,1,8,0,0,2,33,0,2,4,0,0 +parkebi01,1972,1,CAL,AL,36,80,11,17,2,0,2,8,0,2,9,17,0,0,0,2,3 +parkewe01,1972,1,LAN,NL,130,427,45,119,14,3,4,59,3,5,62,43,5,1,6,6,13 +parsobi01,1972,1,ML4,AL,33,67,4,11,1,0,0,7,0,0,3,30,0,0,6,2,1 +patekfr01,1972,1,KCA,AL,136,518,59,110,25,4,0,32,33,7,47,64,4,3,6,3,9 +pattima01,1972,1,BOS,AL,38,86,4,12,3,0,2,9,0,0,1,27,0,0,7,0,2 +paulmi01,1972,1,TEX,AL,49,48,2,8,3,0,0,1,0,0,1,19,0,0,3,0,0 +penajo01,1972,1,LAN,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pepitjo01,1972,1,CHN,NL,66,214,23,56,5,0,8,21,1,2,13,22,4,3,0,3,4 +perezma01,1972,1,ATL,NL,141,479,33,109,13,1,1,28,0,3,30,55,1,3,3,3,21 +perezto01,1972,1,CIN,NL,136,515,64,146,33,7,21,90,4,2,55,121,15,0,0,6,9 +perraro01,1972,1,DET,AL,17,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +perraro01,1972,2,LAN,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +perryga01,1972,1,CLE,AL,41,110,5,17,2,0,1,9,0,0,5,43,0,1,14,1,2 +perryji01,1972,1,MIN,AL,35,71,3,11,1,0,0,1,0,0,3,14,0,0,5,1,0 +peterfr01,1972,1,NYA,AL,35,82,6,19,1,0,0,9,0,0,3,14,0,0,15,0,1 +peterga01,1972,1,BOS,AL,33,30,2,6,2,0,0,1,0,0,1,7,0,0,0,1,1 +petrori01,1972,1,BOS,AL,147,521,62,125,15,2,15,75,0,1,78,91,9,2,2,4,8 +phillad01,1972,1,CLE,AL,12,7,2,0,0,0,0,0,0,0,2,2,0,0,0,0,0 +phoebto01,1972,1,SDN,NL,1,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +phoebto01,1972,2,CHN,NL,38,15,0,2,0,0,0,0,0,0,0,6,0,0,1,0,0 +pinaho01,1972,1,TEX,AL,60,5,1,1,0,0,0,0,0,0,1,2,0,0,2,0,0 +pinielo01,1972,1,KCA,AL,151,574,65,179,33,4,11,72,7,2,34,59,9,8,4,4,25 +pinsova01,1972,1,CAL,AL,136,484,56,133,24,2,7,49,17,6,30,54,12,5,4,4,7 +pizarju01,1972,1,CHN,NL,16,21,2,3,0,0,0,0,0,0,1,3,0,0,0,0,0 +ploditi01,1972,1,SLN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +plummbi01,1972,1,CIN,NL,38,102,8,19,4,0,2,9,0,0,4,20,2,0,2,3,3 +popovpa01,1972,1,CHN,NL,58,129,8,25,3,2,1,11,0,1,12,8,2,0,0,1,4 +porteda02,1972,1,ML4,AL,18,56,2,7,1,0,1,2,0,0,5,21,0,1,1,0,1 +powelbo01,1972,1,BAL,AL,140,465,53,117,20,1,21,81,4,0,65,92,14,4,1,4,13 +quallji01,1972,1,CHA,AL,11,10,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +queenme02,1972,1,CAL,AL,17,2,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +raderda01,1972,1,SFN,NL,133,459,44,119,14,1,6,41,1,2,29,31,4,3,1,2,12 +raderdo02,1972,1,HOU,NL,152,553,70,131,24,7,22,90,5,5,57,120,8,5,2,9,18 +raglato01,1972,1,TEX,AL,25,58,3,10,2,0,0,2,0,1,5,11,0,0,1,0,1 +randlle01,1972,1,TEX,AL,74,249,23,48,13,0,2,21,4,5,13,51,2,1,3,1,8 +ratlipa01,1972,1,ML4,AL,22,42,1,3,0,0,1,4,0,0,2,23,1,0,1,0,1 +rauchbo01,1972,1,NYN,NL,19,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +raudo01,1972,1,LAN,NL,7,7,0,1,0,1,0,1,0,0,1,2,0,0,1,0,0 +rayji01,1972,1,HOU,NL,54,16,0,1,0,0,0,0,0,0,0,9,0,0,1,0,0 +reberfr01,1972,1,SFN,NL,22,35,3,8,1,1,0,5,0,0,1,14,0,0,0,0,0 +reedro01,1972,1,ATL,NL,31,73,5,13,1,0,0,5,0,0,0,21,0,0,5,2,0 +reeseri01,1972,1,MIN,AL,132,197,23,43,3,2,5,26,0,1,25,27,4,0,0,1,4 +reganph01,1972,1,CHN,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reganph01,1972,2,CHA,AL,10,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +reichri01,1972,1,CHA,AL,101,291,31,73,14,4,8,43,2,2,28,63,1,3,4,2,5 +reitzke01,1972,1,SLN,NL,21,78,5,28,4,0,0,10,0,1,2,4,0,0,0,1,4 +renicri01,1972,1,MIN,AL,55,93,10,16,2,0,4,8,0,1,15,25,0,0,0,2,5 +renkost01,1972,1,MON,NL,32,24,0,7,0,0,0,0,0,0,0,5,0,0,0,0,0 +repozro01,1972,1,CAL,AL,3,3,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +retteme01,1972,1,BAL,AL,102,301,40,70,10,2,6,21,6,4,41,37,0,0,4,0,10 +reuscri01,1972,1,CHN,NL,21,44,3,6,1,0,0,3,0,0,2,15,0,0,6,0,1 +reussje01,1972,1,HOU,NL,33,66,5,7,2,0,0,1,0,0,5,40,0,0,1,0,3 +reynoar01,1972,1,ML4,AL,5,4,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0 +reynobo01,1972,1,BAL,AL,3,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +reynoke01,1972,1,PHI,NL,48,40,3,8,1,0,0,0,0,0,3,6,0,0,1,0,2 +reynoto01,1972,1,ML4,AL,72,130,13,26,5,1,2,13,0,0,10,25,0,1,0,0,4 +richajr01,1972,1,HOU,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +richale01,1972,1,CHA,AL,11,29,5,7,0,0,0,1,1,0,0,7,0,0,0,0,1 +richepe01,1972,1,LAN,NL,37,6,0,3,0,0,0,0,0,0,0,3,0,0,1,0,0 +riddlde01,1972,1,CLE,AL,38,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +rivermi01,1972,1,CAL,AL,58,159,18,34,6,2,0,7,4,3,8,26,1,1,8,0,3 +roberbo01,1972,1,PIT,NL,115,306,25,59,11,0,12,41,1,1,41,84,2,3,0,4,4 +roberda05,1972,1,HOU,NL,35,67,7,16,1,0,2,9,0,1,4,16,0,0,6,2,1 +roberda06,1972,1,SDN,NL,100,418,38,102,17,0,5,33,7,2,18,64,1,0,6,1,5 +robinbi02,1972,1,PHI,NL,82,188,19,45,9,1,8,21,2,3,5,30,0,0,1,1,9 +robinbr01,1972,1,BAL,AL,153,556,48,139,23,2,8,64,1,0,43,45,4,2,4,7,12 +robincr01,1972,1,PHI,NL,5,15,0,3,1,0,0,0,0,0,1,2,0,0,0,0,0 +robinfr02,1972,1,LAN,NL,103,342,41,86,6,1,19,59,2,3,55,76,0,2,0,6,9 +roblera01,1972,1,SDN,NL,18,24,1,4,0,0,0,0,0,0,0,3,0,0,0,0,1 +roblese01,1972,1,BAL,AL,2,5,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodriau01,1972,1,DET,AL,153,601,65,142,23,5,13,56,2,3,28,104,4,2,7,1,14 +rodriel01,1972,1,ML4,AL,116,355,31,101,14,2,2,35,1,4,52,43,5,7,3,5,7 +rojasco01,1972,1,KCA,AL,137,487,49,127,25,0,3,53,2,8,41,35,5,1,5,7,17 +rolanji01,1972,1,OAK,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rolanji01,1972,2,NYA,AL,16,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rolanji01,1972,3,TEX,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +romovi01,1972,1,CHA,AL,28,9,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +roofph01,1972,1,MIN,AL,61,146,16,30,11,1,3,12,0,1,6,27,0,0,5,1,1 +rookeji01,1972,1,KCA,AL,18,20,1,2,0,0,0,2,0,0,0,5,0,0,0,1,1 +roquejo01,1972,1,SLN,NL,32,67,3,7,2,1,1,5,1,1,6,19,0,0,1,1,3 +rosarji01,1972,1,SFN,NL,7,2,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0 +rosedo01,1972,1,CAL,AL,16,10,1,2,0,0,1,1,0,0,1,3,0,0,1,0,0 +roselda01,1972,1,CHN,NL,5,12,2,3,0,0,1,3,0,0,3,2,0,0,0,0,0 +rosepe01,1972,1,CIN,NL,154,645,107,198,31,11,6,57,10,3,73,46,4,7,2,2,7 +rossga01,1972,1,SDN,NL,60,13,0,2,0,0,0,1,0,0,0,3,0,0,1,0,0 +ruberso01,1972,1,CIN,NL,2,3,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0 +rudijo01,1972,1,OAK,AL,147,593,94,181,32,9,19,75,3,4,37,62,6,2,15,6,15 +rudolke01,1972,1,CHN,NL,42,106,10,25,1,1,2,9,1,2,6,14,0,1,3,0,4 +russebi01,1972,1,LAN,NL,129,434,47,118,19,5,4,34,14,7,34,64,9,2,5,2,4 +ryanmi02,1972,1,PHI,NL,46,106,6,19,4,0,2,10,0,0,10,25,2,1,0,1,5 +ryanno01,1972,1,CAL,AL,39,96,4,13,5,1,0,3,1,0,2,48,0,0,1,0,0 +ryersga01,1972,1,ML4,AL,20,24,0,1,0,0,0,0,0,0,2,5,0,0,2,0,2 +sadecra01,1972,1,NYN,NL,34,13,1,2,0,0,0,1,0,0,0,5,0,0,1,0,0 +salmoch01,1972,1,BAL,AL,17,16,2,1,1,0,0,0,0,0,0,4,0,0,0,0,1 +sanchce01,1972,1,NYA,AL,71,250,18,62,8,3,0,21,0,0,12,30,1,4,2,1,9 +sandeke01,1972,1,ML4,AL,62,7,0,1,0,0,0,1,0,0,0,2,0,1,1,0,0 +sandsch01,1972,1,PIT,NL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sanguma01,1972,1,PIT,NL,136,520,55,155,18,8,7,71,1,2,21,38,11,0,0,6,10 +santoal01,1972,1,SLN,NL,30,40,2,3,0,0,0,1,0,0,3,13,0,0,3,0,1 +santoro01,1972,1,CHN,NL,133,464,68,140,25,5,17,74,1,4,69,75,5,4,2,8,13 +scarcma01,1972,1,PHI,NL,31,6,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +schaapa01,1972,1,KCA,AL,127,435,47,99,19,3,6,41,1,3,61,59,1,2,2,3,14 +schaema01,1972,1,SDN,NL,41,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +scheiri01,1972,1,KCA,AL,134,450,60,135,21,4,8,66,0,1,58,40,3,4,3,3,19 +scherfr01,1972,1,DET,AL,57,22,1,2,0,0,0,0,0,0,1,8,0,0,1,0,0 +schmimi01,1972,1,PHI,NL,13,34,2,7,0,0,1,3,0,0,5,15,0,1,0,0,0 +schneda02,1972,1,NYN,NL,37,123,7,23,3,2,3,10,0,1,10,26,2,1,0,0,2 +schuero01,1972,1,ATL,NL,37,42,1,8,1,0,0,0,0,0,1,17,0,0,2,0,0 +scottge02,1972,1,ML4,AL,152,578,71,154,24,4,20,88,16,4,43,130,4,4,2,2,19 +scottmi02,1972,1,BAL,AL,15,1,0,0,0,0,0,0,0,0,2,1,0,0,0,0,0 +seaveto01,1972,1,NYN,NL,36,89,5,13,3,1,3,4,0,0,5,41,0,0,6,0,1 +seelbch01,1972,1,DET,AL,61,21,1,3,2,0,0,0,0,0,4,11,0,0,1,0,0 +seguidi01,1972,1,OAK,AL,7,7,0,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +seguidi01,1972,2,SLN,NL,33,7,1,1,1,0,0,0,0,0,0,3,0,0,0,0,1 +sellsda01,1972,1,CAL,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +selmadi01,1972,1,PHI,NL,47,20,1,4,1,0,0,2,0,0,1,8,0,0,1,0,1 +several01,1972,1,SDN,NL,17,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +shamsar01,1972,1,CHN,NL,15,16,1,2,0,0,0,1,0,0,3,3,0,0,0,0,0 +shamsar01,1972,2,OAK,AL,8,7,0,0,0,0,0,0,0,0,1,2,0,0,0,0,0 +shawdo01,1972,1,SLN,NL,8,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +shawdo01,1972,2,OAK,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shellji01,1972,1,TEX,AL,22,10,0,1,0,0,0,2,0,0,1,2,0,0,1,0,0 +shopato01,1972,1,BAL,AL,49,40,3,9,0,0,0,2,0,0,5,12,0,0,0,0,0 +shortch02,1972,1,PHI,NL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +siebeso01,1972,1,BOS,AL,33,72,11,17,4,0,1,9,0,0,5,21,0,2,1,0,5 +silveto01,1972,1,CAL,AL,13,12,1,2,0,0,0,0,0,0,0,5,0,0,0,0,0 +simmote01,1972,1,SLN,NL,152,594,70,180,36,6,16,96,1,3,29,57,8,2,1,3,18 +simpsst01,1972,1,SDN,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +simpswa01,1972,1,CIN,NL,24,48,2,3,1,0,0,0,0,0,1,31,0,0,0,0,0 +simsdu01,1972,1,LAN,NL,51,151,7,29,7,0,2,11,0,0,17,23,3,1,0,0,6 +simsdu01,1972,2,DET,AL,38,98,11,31,4,0,4,19,0,0,19,18,0,1,3,0,1 +singebi01,1972,1,LAN,NL,26,55,1,4,1,0,0,0,0,0,2,21,0,0,6,0,0 +singlke01,1972,1,MON,NL,142,507,77,139,23,2,14,50,5,10,70,99,5,2,4,2,12 +sizemte01,1972,1,SLN,NL,120,439,53,116,17,4,2,38,8,3,37,36,1,4,4,5,11 +slatoji01,1972,1,ML4,AL,9,11,1,1,0,0,0,0,0,0,0,5,0,0,3,0,0 +slaybbi01,1972,1,DET,AL,23,23,1,4,0,0,0,0,0,0,0,6,0,0,2,0,0 +smithre06,1972,1,BOS,AL,131,467,75,126,25,4,21,74,15,4,68,63,12,4,0,4,8 +soderer01,1972,1,MIN,AL,93,287,28,54,10,0,13,39,3,3,19,48,2,3,3,1,6 +sosael01,1972,1,SFN,NL,8,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +speiech01,1972,1,SFN,NL,150,562,74,151,25,2,15,71,9,4,82,92,2,3,4,7,8 +spencji01,1972,1,CAL,AL,82,212,13,47,5,0,1,14,0,1,12,25,1,0,0,1,8 +spiezed01,1972,1,SDN,NL,20,29,2,4,2,0,0,4,1,0,1,6,0,0,0,1,2 +spiezed01,1972,2,CHA,AL,74,277,20,66,10,1,2,22,0,1,13,43,3,2,2,1,8 +spikech01,1972,1,NYA,AL,14,34,2,5,1,0,0,3,0,1,1,13,0,0,0,0,0 +spinksc01,1972,1,SLN,NL,21,42,4,7,0,0,0,1,0,1,0,21,0,0,2,0,0 +splitpa01,1972,1,KCA,AL,35,71,9,16,0,1,0,3,0,0,4,8,0,1,7,0,2 +spraged01,1972,1,CIN,NL,33,7,0,0,0,0,0,0,0,0,0,5,0,0,0,0,0 +stahlla01,1972,1,SDN,NL,107,297,31,67,9,3,7,20,1,3,31,67,3,0,2,1,3 +stanhdo01,1972,1,TEX,AL,26,31,0,4,1,0,0,1,0,0,2,10,0,0,2,0,2 +stanlfr01,1972,1,CLE,AL,6,12,1,2,1,0,0,0,0,0,2,3,0,0,1,0,1 +stanlfr01,1972,2,SDN,NL,39,85,15,17,2,0,0,2,1,0,12,19,1,1,1,0,0 +stanlmi01,1972,1,DET,AL,142,435,45,102,16,6,14,55,1,0,29,49,8,0,3,8,15 +stantle01,1972,1,CAL,AL,127,402,44,101,15,3,12,39,2,3,22,100,4,4,2,2,16 +stargwi01,1972,1,PIT,NL,138,495,74,145,28,2,33,112,1,1,65,129,15,2,0,7,7 +statojo01,1972,1,DET,AL,6,2,1,0,0,0,0,0,0,1,0,1,0,0,0,0,0 +staubru01,1972,1,NYN,NL,66,239,32,70,11,0,9,38,0,1,31,13,7,2,1,5,5 +steinbi02,1972,1,SLN,NL,14,35,2,11,0,1,2,3,1,0,0,7,0,0,3,0,0 +stennre01,1972,1,PIT,NL,109,370,43,106,14,5,3,30,4,3,9,43,1,2,0,0,16 +stephea01,1972,1,ML4,AL,35,18,0,0,0,0,0,0,0,0,0,11,0,0,0,0,0 +stephjo02,1972,1,CAL,AL,66,146,14,40,3,1,2,17,0,0,11,8,5,4,0,0,7 +stewaji01,1972,1,HOU,NL,68,96,14,21,5,2,0,9,0,1,6,9,2,0,0,3,0 +stinsbo01,1972,1,HOU,NL,27,35,3,6,1,0,0,2,0,0,1,6,0,1,0,1,0 +stonebi01,1972,1,MON,NL,40,75,4,6,0,0,0,1,0,0,2,39,0,0,13,0,0 +stonege02,1972,1,ATL,NL,33,25,2,5,0,0,0,2,0,0,6,6,0,0,6,1,1 +stonero02,1972,1,PHI,NL,41,54,3,9,0,1,0,3,0,0,9,11,1,0,1,0,3 +stonest01,1972,1,SFN,NL,27,34,2,4,0,0,0,0,0,0,1,15,0,0,6,0,0 +stottme01,1972,1,NYA,AL,37,80,3,16,2,1,0,7,0,0,3,18,0,2,9,0,2 +strahmi01,1972,1,LAN,NL,19,11,2,2,0,0,0,0,0,0,3,6,0,0,0,0,0 +strambo01,1972,1,DET,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stricji01,1972,1,MIN,AL,25,3,0,1,0,0,0,2,0,0,1,2,0,0,0,0,0 +strohjo01,1972,1,MON,NL,48,4,0,0,0,0,0,0,0,0,1,1,0,0,1,0,0 +strombr01,1972,1,NYN,NL,11,6,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +suareke01,1972,1,TEX,AL,25,33,2,5,1,0,0,4,0,0,1,4,0,0,0,2,1 +sudakbi01,1972,1,NYN,NL,18,49,3,7,0,0,1,7,0,0,6,14,0,0,1,0,1 +suthega01,1972,1,HOU,NL,5,8,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0 +suttodo01,1972,1,LAN,NL,33,91,4,13,0,0,0,1,0,0,2,24,0,1,11,0,0 +swoboro01,1972,1,NYA,AL,63,113,9,28,8,0,1,12,0,1,17,29,1,0,1,2,1 +tatumke01,1972,1,BOS,AL,22,2,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +taverfr01,1972,1,PIT,NL,4,3,0,0,0,0,0,0,0,0,1,1,0,0,0,0,1 +tayloca01,1972,1,KCA,AL,63,113,17,30,2,1,0,11,4,1,17,16,1,1,2,2,3 +tayloch02,1972,1,NYN,NL,20,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +tayloch02,1972,2,ML4,AL,5,2,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0 +tayloro01,1972,1,SDN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tayloto02,1972,1,DET,AL,78,228,33,69,12,4,1,20,5,1,14,34,0,2,1,2,8 +tenacge01,1972,1,OAK,AL,82,227,22,51,5,3,5,32,0,0,24,42,2,3,2,0,4 +tepedfr01,1972,1,NYA,AL,8,8,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +terlebo01,1972,1,PHI,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +theobro01,1972,1,ML4,AL,125,391,45,86,11,0,1,19,0,7,68,38,2,5,9,1,11 +thomade01,1972,1,SDN,NL,130,500,48,115,15,5,5,36,9,9,41,73,1,2,6,1,6 +thomaga01,1972,1,SFN,NL,10,27,5,9,1,1,0,1,0,0,1,7,0,0,0,0,1 +thompda01,1972,1,MIN,AL,144,573,54,158,22,6,4,48,3,4,34,57,1,2,13,2,14 +tiantlu01,1972,1,BOS,AL,43,56,3,6,1,0,0,4,0,0,2,18,0,0,3,0,1 +tidrodi01,1972,1,CLE,AL,39,70,5,7,0,0,0,6,0,0,2,34,0,0,13,0,2 +timmeto01,1972,1,DET,AL,35,44,3,6,0,0,0,1,0,0,3,25,0,1,2,0,0 +tolanbo01,1972,1,CIN,NL,149,604,88,171,28,5,8,82,42,15,44,88,5,6,6,7,15 +tomlida01,1972,1,CIN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +torboje01,1972,1,CAL,AL,59,153,5,32,3,0,0,8,0,0,14,21,4,1,0,0,6 +torrehe01,1972,1,MON,NL,83,181,14,28,4,1,2,7,0,2,13,26,1,1,2,0,4 +torrejo01,1972,1,SLN,NL,149,544,71,157,26,6,11,81,3,0,54,64,13,8,0,7,19 +torremi01,1972,1,MON,NL,34,85,6,15,2,0,0,2,0,0,2,30,0,0,4,0,0 +torreru01,1972,1,NYA,AL,80,199,15,42,7,0,3,13,0,4,18,44,3,1,1,0,2 +tovarce01,1972,1,MIN,AL,141,548,86,145,20,6,2,31,21,10,39,39,6,14,5,1,6 +twitcwa01,1972,1,PHI,NL,49,28,0,2,0,0,0,1,0,0,0,19,0,0,1,1,0 +tyronji01,1972,1,CHN,NL,13,8,1,0,0,0,0,0,1,0,0,3,0,0,0,0,0 +tysonmi01,1972,1,SLN,NL,13,37,1,7,1,0,0,0,0,1,1,9,0,0,0,0,0 +uhlaete01,1972,1,CIN,NL,73,113,9,18,3,0,0,6,0,1,13,11,3,0,2,0,6 +unserde01,1972,1,CLE,AL,132,383,29,91,12,0,1,17,5,9,28,46,4,1,6,4,4 +upshace01,1972,1,ATL,NL,42,7,0,1,0,0,0,0,0,0,0,2,0,0,1,0,0 +valenbo02,1972,1,LAN,NL,119,391,42,107,11,2,3,32,5,5,27,33,2,2,8,6,11 +vealebo01,1972,1,PIT,NL,5,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vealebo01,1972,2,BOS,AL,6,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +vossbi01,1972,1,ML4,AL,27,36,1,3,1,0,0,1,0,1,5,4,0,0,1,0,3 +vossbi01,1972,2,OAK,AL,40,97,10,22,5,1,1,5,0,0,9,16,3,1,1,1,2 +vossbi01,1972,3,SLN,NL,11,15,1,4,2,0,0,3,0,0,2,2,0,0,0,1,1 +walkelu01,1972,1,PIT,NL,26,24,0,2,0,0,0,0,0,0,1,12,0,0,1,0,0 +walketo02,1972,1,MON,NL,46,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +wardch02,1972,1,CHN,NL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +waslega01,1972,1,OAK,AL,8,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +watsobo01,1972,1,HOU,NL,147,548,74,171,27,4,16,86,1,1,53,83,5,8,2,5,6 +watted01,1972,1,BAL,AL,38,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +webbha01,1972,1,NYN,NL,6,5,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +whitero01,1972,1,NYA,AL,155,556,76,150,29,0,10,54,23,7,99,59,10,5,4,2,11 +wilcomi01,1972,1,CLE,AL,32,45,3,9,2,0,0,4,0,0,2,12,0,0,4,0,1 +wilheho01,1972,1,LAN,NL,16,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +willibe01,1972,1,SFN,NL,46,68,12,13,3,1,3,9,0,0,7,22,0,0,0,0,2 +willibi01,1972,1,CHN,NL,150,574,95,191,34,6,37,122,3,1,62,59,20,6,0,8,14 +willich01,1972,1,SFN,NL,3,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +williea02,1972,1,ATL,NL,151,565,72,146,24,2,28,87,0,0,62,118,6,6,0,4,17 +willist02,1972,1,BOS,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +williwa02,1972,1,CHA,AL,77,221,22,55,7,1,2,11,6,1,13,20,1,0,1,1,3 +willoji01,1972,1,SFN,NL,11,27,1,5,0,0,0,0,0,0,2,8,0,0,5,0,0 +willsma01,1972,1,LAN,NL,71,132,16,17,3,1,0,4,1,1,10,18,0,0,10,0,3 +wilsobi03,1972,1,PHI,NL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wilsodo01,1972,1,HOU,NL,33,76,5,8,0,1,0,2,0,0,2,35,0,0,8,0,2 +winebo01,1972,1,MON,NL,34,18,2,4,1,0,0,0,0,0,0,2,0,0,0,0,1 +wiseri01,1972,1,SLN,NL,35,93,8,16,2,0,1,9,0,0,1,30,0,0,6,0,1 +wohlfji01,1972,1,KCA,AL,15,25,3,6,1,0,0,0,0,0,2,6,0,1,0,0,0 +woodsdi01,1972,1,MIN,AL,36,88,4,7,0,0,0,2,0,0,2,38,0,0,8,0,0 +woodsro01,1972,1,MON,NL,97,221,21,57,5,1,10,31,3,3,22,33,2,0,3,3,3 +woodwi01,1972,1,CHA,AL,49,125,8,17,0,0,0,7,0,0,6,65,0,0,13,0,4 +wrighcl01,1972,1,CAL,AL,35,83,7,18,6,0,2,13,0,0,4,25,0,0,6,0,3 +wrighke01,1972,1,KCA,AL,17,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +wynnji01,1972,1,HOU,NL,145,542,117,148,29,3,24,90,17,7,103,99,6,2,2,3,8 +yancyhu01,1972,1,CHA,AL,3,9,0,1,0,0,0,0,0,1,0,0,0,0,0,0,1 +yastrca01,1972,1,BOS,AL,125,455,70,120,18,2,12,68,5,4,67,44,3,4,0,9,13 +yeagest01,1972,1,LAN,NL,35,106,18,29,0,1,4,15,0,0,16,26,2,1,1,0,3 +yorkji01,1972,1,HOU,NL,26,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +zachach02,1972,1,DET,AL,25,2,0,1,0,0,0,0,0,0,1,1,0,0,0,0,0 +ziskri01,1972,1,PIT,NL,17,37,4,7,3,0,0,4,0,0,7,10,0,0,0,0,1 +aaronha01,1973,1,ATL,NL,120,392,84,118,12,1,40,96,1,1,68,51,13,1,0,4,7 +abbotgl01,1973,1,OAK,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +acostcy01,1973,1,CHA,AL,48,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +adamsmi02,1973,1,MIN,AL,55,66,21,14,2,0,3,6,2,1,17,18,0,1,0,0,2 +ageeto01,1973,1,HOU,NL,83,204,30,48,5,2,8,15,2,5,16,55,1,1,0,0,4 +ageeto01,1973,2,SLN,NL,26,62,8,11,3,1,3,7,1,0,5,13,0,0,0,0,8 +akerja01,1973,1,CHN,NL,47,7,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +alburvi01,1973,1,MIN,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +alexado01,1973,1,BAL,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +alexama01,1973,1,CHN,NL,12,5,4,1,0,0,0,1,2,0,1,1,0,0,0,0,0 +allenbe01,1973,1,NYA,AL,17,57,5,13,3,0,0,4,0,0,5,5,1,0,0,0,1 +allenbe01,1973,2,MON,NL,16,50,5,9,1,0,2,9,0,0,5,4,1,0,1,0,0 +allendi01,1973,1,CHA,AL,72,250,39,79,20,3,16,41,7,2,33,51,3,1,1,3,9 +allenha02,1973,1,CHA,AL,28,39,2,4,2,0,0,0,0,1,1,9,0,0,0,0,2 +allenll01,1973,1,CAL,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +allenll01,1973,2,TEX,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +alleyge01,1973,1,PIT,NL,76,158,25,32,3,2,2,8,1,0,20,28,6,0,3,0,8 +alomasa01,1973,1,CAL,AL,136,470,45,112,7,1,0,28,25,10,34,44,1,0,12,3,2 +aloufe01,1973,1,NYA,AL,93,280,25,66,12,0,4,27,0,1,9,25,5,0,0,4,4 +aloufe01,1973,2,MON,NL,19,48,4,10,1,0,1,4,0,1,2,4,1,0,0,0,3 +alouje01,1973,1,HOU,NL,28,55,7,13,2,0,1,8,0,0,1,6,1,2,0,0,3 +alouje01,1973,2,OAK,AL,36,108,10,33,3,0,1,11,0,0,2,6,1,0,1,0,2 +alouma01,1973,1,NYA,AL,123,497,59,147,22,1,2,28,5,2,30,43,0,3,6,2,18 +alouma01,1973,2,SLN,NL,11,11,1,3,0,0,0,1,0,0,1,0,1,0,0,0,2 +alvarlu01,1973,1,CHA,AL,80,203,21,47,7,2,0,20,6,2,4,20,0,1,3,0,3 +alvaror01,1973,1,LAN,NL,4,4,0,1,1,0,0,0,0,0,0,1,0,0,0,0,0 +anderdw01,1973,1,SLN,NL,18,17,5,2,0,0,0,0,0,0,4,4,0,0,0,0,0 +anderdw01,1973,2,SDN,NL,53,107,11,13,0,0,0,3,2,0,14,29,0,0,2,0,2 +andermi01,1973,1,PHI,NL,87,193,32,49,9,1,9,28,0,3,19,53,4,1,0,2,2 +andrejo02,1973,1,SLN,NL,16,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +andremi01,1973,1,CHA,AL,52,159,10,32,9,0,0,10,0,1,23,28,3,0,3,0,7 +andremi01,1973,2,OAK,AL,18,21,1,4,1,0,0,0,0,0,3,1,0,0,0,0,1 +angelno01,1973,1,KCA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +aparilu01,1973,1,BOS,AL,132,499,56,135,17,1,0,49,13,1,43,33,1,0,12,7,12 +apodabo01,1973,1,NYN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +arlinst01,1973,1,SDN,NL,34,60,2,10,1,0,0,5,0,0,4,21,0,1,2,0,1 +armbred01,1973,1,CIN,NL,18,37,5,8,3,1,1,5,0,0,2,8,0,0,1,1,0 +arnolch01,1973,1,SFN,NL,49,54,7,16,2,0,1,13,0,0,8,11,2,0,0,1,2 +ashbyal01,1973,1,CLE,AL,11,29,4,5,1,0,1,3,0,0,2,11,0,0,0,0,0 +auerbri01,1973,1,ML4,AL,6,10,2,1,1,0,0,0,0,1,0,1,0,0,0,0,0 +augusda01,1973,1,PIT,NL,11,7,1,2,1,0,0,0,0,0,0,1,0,0,0,0,1 +bahnsst01,1973,1,CHA,AL,42,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bailebo01,1973,1,MON,NL,151,513,77,140,25,4,26,86,5,8,88,99,10,1,3,2,23 +bakerdu01,1973,1,ATL,NL,159,604,101,174,29,4,21,99,24,3,67,72,8,5,1,9,14 +bakerfr03,1973,1,BAL,AL,44,63,10,12,1,2,1,11,0,0,7,7,0,0,0,1,0 +baldwda01,1973,1,CHA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bandosa01,1973,1,OAK,AL,162,592,97,170,32,3,29,98,4,2,82,84,5,4,6,5,13 +baneed01,1973,1,MIN,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +baneydi01,1973,1,CIN,NL,11,9,0,2,0,0,0,0,0,0,0,2,0,1,1,0,0 +barbest01,1973,1,CAL,AL,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barnelu01,1973,1,NYN,NL,3,2,2,1,0,0,0,1,0,0,0,1,0,0,0,0,0 +barrji01,1973,1,SFN,NL,41,66,5,10,2,0,0,1,0,0,1,16,0,2,12,0,1 +bartobo01,1973,1,CIN,NL,3,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +batisra01,1973,1,HOU,NL,12,15,2,4,0,0,0,2,0,0,1,6,1,0,0,0,0 +baylodo01,1973,1,BAL,AL,118,405,64,116,20,4,11,51,32,9,35,48,3,13,0,6,11 +beaucji01,1973,1,NYN,NL,50,61,5,17,1,1,0,14,1,0,7,11,1,0,0,2,1 +beckegl01,1973,1,CHN,NL,114,372,38,95,13,0,0,29,0,2,30,15,1,2,4,2,15 +beenefr01,1973,1,NYA,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +belanma01,1973,1,BAL,AL,154,470,60,106,15,1,0,27,13,6,49,54,1,5,15,5,9 +bellbu01,1973,1,CLE,AL,156,631,86,169,23,7,14,59,7,15,49,47,2,6,0,3,13 +bellje01,1973,1,ML4,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +benchjo01,1973,1,CIN,NL,152,557,83,141,17,3,25,104,4,1,83,83,14,0,1,10,22 +berryke01,1973,1,CAL,AL,136,415,48,118,11,2,3,36,1,6,26,50,0,1,8,2,19 +bevacku01,1973,1,KCA,AL,99,276,39,71,8,3,2,40,2,3,25,42,1,1,3,4,7 +bibbyji01,1973,1,SLN,NL,6,2,1,0,0,0,0,0,0,0,1,2,0,0,0,0,0 +bibbyji01,1973,2,TEX,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +biittla01,1973,1,TEX,AL,83,258,19,65,8,2,1,12,1,0,20,21,0,1,1,1,8 +billidi01,1973,1,TEX,AL,81,280,17,50,11,0,3,32,1,1,20,43,2,2,1,2,12 +billija01,1973,1,CIN,NL,40,93,2,6,3,0,0,4,0,0,3,32,0,0,13,0,1 +birddo01,1973,1,KCA,AL,54,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +blairpa01,1973,1,BAL,AL,146,500,73,140,25,3,10,64,18,8,43,72,4,0,6,5,10 +blancda01,1973,1,SFN,NL,28,12,4,0,0,0,0,0,0,0,1,2,0,0,0,0,0 +blankla01,1973,1,ATL,NL,17,18,1,4,0,0,0,0,0,0,1,3,0,0,0,0,1 +blassst01,1973,1,PIT,NL,24,24,2,10,2,0,0,1,0,0,0,2,0,0,5,0,0 +blombro01,1973,1,NYA,AL,100,301,45,99,13,1,12,57,2,0,34,25,4,0,1,2,7 +bluevi01,1973,1,OAK,AL,38,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +blylebe01,1973,1,MIN,AL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +boccajo01,1973,1,MON,NL,118,403,25,94,13,0,7,46,1,1,26,57,8,1,7,3,15 +bolinbo01,1973,1,BOS,AL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bondsbo01,1973,1,SFN,NL,160,643,131,182,34,4,39,96,43,17,87,148,9,4,0,4,8 +bonhabi01,1973,1,CHN,NL,44,43,1,4,0,0,0,1,0,0,0,17,0,0,6,0,1 +boonebo01,1973,1,PHI,NL,145,521,42,136,20,2,10,61,3,4,41,36,8,0,5,8,7 +borbope01,1973,1,CIN,NL,80,15,2,5,0,0,0,0,1,0,0,5,0,0,0,0,0 +borgmgl01,1973,1,MIN,AL,12,34,7,9,2,0,0,9,0,0,6,10,0,0,1,0,0 +bosmadi01,1973,1,TEX,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bosmadi01,1973,2,CLE,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bosweke01,1973,1,NYN,NL,76,110,12,25,2,1,2,14,0,0,12,11,2,0,1,0,1 +bourqpa01,1973,1,CHN,NL,57,139,11,29,6,0,7,20,1,1,16,21,1,2,0,1,0 +bourqpa01,1973,2,OAK,AL,23,42,8,8,4,1,2,9,0,0,15,10,2,0,0,2,1 +bowala01,1973,1,PHI,NL,122,446,42,94,11,3,0,23,10,6,24,31,8,1,4,1,5 +bradfbu01,1973,1,CHA,AL,53,168,24,40,3,1,8,15,4,5,17,43,1,2,0,0,4 +bradlto01,1973,1,SFN,NL,35,77,3,15,2,0,0,4,0,0,3,19,0,0,6,0,0 +brandbu01,1973,1,PHI,NL,36,5,1,1,0,0,0,0,0,0,1,1,0,0,0,0,0 +braunst01,1973,1,MIN,AL,115,361,46,102,28,5,6,42,4,3,74,48,8,3,1,1,9 +breedha01,1973,1,MON,NL,105,258,36,71,10,6,15,43,0,1,29,45,3,2,1,0,7 +brettge01,1973,1,KCA,AL,13,40,2,5,2,0,0,0,0,0,0,5,0,0,1,0,0 +brettke01,1973,1,PHI,NL,37,80,6,20,5,0,4,16,0,0,4,17,0,0,0,1,0 +breweji01,1973,1,LAN,NL,56,5,0,2,0,0,0,0,0,0,0,2,0,0,2,0,0 +briggjo02,1973,1,ML4,AL,142,488,78,120,20,7,18,57,15,9,87,83,6,2,1,2,6 +brilene01,1973,1,PIT,NL,33,72,3,14,2,0,1,6,0,0,2,21,0,1,6,1,0 +brinkch01,1973,1,CHA,AL,63,139,13,26,6,0,1,10,0,0,11,37,0,1,11,0,3 +brinked01,1973,1,DET,AL,162,515,55,122,16,4,7,40,0,1,34,79,1,1,14,2,22 +brobepe01,1973,1,TEX,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brocklo01,1973,1,SLN,NL,160,650,110,193,29,8,7,63,70,20,71,112,15,0,1,5,9 +brohaja01,1973,1,CLE,AL,102,300,29,66,12,1,4,29,0,2,32,23,3,0,3,5,5 +brookbo01,1973,1,CAL,AL,4,7,0,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +browncu02,1973,1,MON,NL,1,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brownga01,1973,1,DET,AL,125,377,48,89,11,1,12,50,1,1,52,41,6,1,0,3,15 +brownik01,1973,1,DET,AL,42,76,12,22,2,1,1,9,0,1,15,13,1,0,0,0,2 +brownja01,1973,1,TEX,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brownla01,1973,1,BAL,AL,17,28,4,7,0,0,1,5,0,0,5,4,0,0,1,1,1 +brownol02,1973,1,ML4,AL,97,296,28,83,10,1,7,32,4,1,33,53,1,2,1,1,8 +brownos01,1973,1,ATL,NL,22,58,3,12,3,0,0,0,0,0,3,10,0,0,1,0,1 +bryanro01,1973,1,SFN,NL,42,95,11,16,1,0,0,7,0,0,9,32,0,0,3,0,3 +bryest01,1973,1,MIN,AL,92,278,39,73,9,5,6,33,3,5,35,43,1,0,3,2,4 +bucknbi01,1973,1,LAN,NL,140,575,68,158,20,0,8,46,12,2,17,34,5,3,6,5,15 +bumbral01,1973,1,BAL,AL,110,356,73,120,15,11,7,34,23,10,34,49,0,3,1,1,5 +burgmto01,1973,1,KCA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +burrira01,1973,1,CHN,NL,31,7,0,1,0,0,0,0,0,0,1,3,0,0,1,0,0 +burroje01,1973,1,TEX,AL,151,526,71,147,17,1,30,85,0,0,67,88,3,1,0,11,8 +busbyst01,1973,1,KCA,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +busketo01,1973,1,NYA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bussera01,1973,1,SLN,NL,24,70,6,10,4,2,2,5,0,1,5,21,2,0,1,0,4 +bussera01,1973,2,HOU,NL,15,17,1,1,0,0,0,0,0,0,1,12,0,0,0,0,0 +cabelen01,1973,1,BAL,AL,32,47,12,10,2,0,1,3,1,3,3,7,0,0,1,2,1 +caldwmi01,1973,1,SDN,NL,56,35,2,5,0,0,0,0,0,0,1,12,0,0,3,0,2 +callijo01,1973,1,NYA,AL,45,136,10,24,4,0,1,10,1,1,4,24,0,0,0,2,6 +campabe01,1973,1,OAK,AL,151,601,89,150,17,6,4,46,34,10,50,79,1,4,9,7,10 +campaji01,1973,1,PIT,NL,6,6,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +campbbi02,1973,1,MIN,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +campbda01,1973,1,SDN,NL,33,98,2,22,3,0,0,8,1,1,7,15,1,0,1,2,4 +campbda01,1973,2,SLN,NL,13,21,1,0,0,0,0,1,0,0,1,6,0,0,1,1,0 +campbda01,1973,3,HOU,NL,9,15,1,4,2,0,0,2,0,0,0,4,0,0,0,0,0 +cannich01,1973,1,LAN,NL,17,21,0,4,0,0,0,3,0,0,3,3,1,0,0,1,0 +caprabu01,1973,1,NYN,NL,24,2,1,0,0,0,0,0,0,0,2,0,0,0,1,0,1 +carbobe01,1973,1,SLN,NL,111,308,42,88,18,0,8,40,2,0,58,52,7,1,1,3,6 +cardejo02,1973,1,CHN,NL,145,522,80,158,33,2,11,68,19,7,58,62,9,5,4,4,16 +cardele01,1973,1,CLE,AL,72,195,9,42,4,0,0,12,1,4,13,42,0,0,4,0,5 +carewro01,1973,1,MIN,AL,149,580,98,203,30,11,6,62,41,16,62,55,9,2,7,6,16 +carltst01,1973,1,PHI,NL,40,100,6,16,2,0,2,5,0,0,2,19,0,0,4,1,1 +carrido01,1973,1,SFN,NL,28,16,2,4,0,0,0,0,0,0,0,4,0,0,1,0,0 +carrocl02,1973,1,CIN,NL,53,14,2,3,0,0,0,1,0,0,0,4,0,0,4,0,0 +cartyri01,1973,1,TEX,AL,86,306,24,71,12,0,3,33,2,0,36,39,2,1,0,4,9 +cartyri01,1973,2,CHN,NL,22,70,4,15,0,0,1,8,0,0,6,10,0,0,1,0,6 +cartyri01,1973,3,OAK,AL,7,8,1,2,1,0,1,1,0,0,2,1,0,0,0,0,0 +casanpa01,1973,1,ATL,NL,82,236,18,51,7,0,7,18,0,2,11,36,3,1,0,0,5 +cashda01,1973,1,PIT,NL,116,436,59,118,21,2,2,31,2,5,38,36,0,0,3,2,8 +cashno01,1973,1,DET,AL,121,363,51,95,19,0,19,40,1,0,47,73,7,8,0,2,6 +cashro01,1973,1,DET,AL,14,39,8,16,1,1,0,6,0,0,5,5,0,0,1,1,1 +caskecr01,1973,1,MON,NL,9,1,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +castldo01,1973,1,TEX,AL,4,13,0,4,1,0,0,2,0,0,1,3,0,0,0,0,2 +caterda01,1973,1,BOS,AL,63,195,30,61,12,0,1,24,0,0,10,22,1,1,1,1,6 +cedence01,1973,1,HOU,NL,139,525,86,168,35,2,25,70,56,15,41,79,7,7,1,2,19 +cepedor01,1973,1,BOS,AL,142,550,51,159,25,0,20,86,0,2,50,81,13,3,2,3,24 +ceyro01,1973,1,LAN,NL,152,507,60,124,18,4,15,80,1,1,74,77,7,2,4,8,19 +chalkda01,1973,1,CAL,AL,24,69,14,16,2,0,0,6,0,0,9,13,0,1,0,0,2 +chambch01,1973,1,CLE,AL,155,572,70,156,30,2,11,53,4,8,58,76,8,3,1,2,14 +champbi01,1973,1,ML4,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chaneda01,1973,1,CIN,NL,105,227,27,41,7,1,0,14,4,3,26,50,5,1,8,1,2 +cheadda01,1973,1,ATL,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chileri01,1973,1,NYN,NL,8,25,2,3,2,0,0,1,0,0,0,2,0,0,0,0,2 +chrisla01,1973,1,PHI,NL,10,10,0,0,0,0,0,0,0,0,2,9,0,0,0,0,0 +clarkho01,1973,1,NYA,AL,148,590,60,155,21,0,2,35,11,10,47,48,0,2,6,5,18 +clevere01,1973,1,SLN,NL,32,74,5,17,4,0,0,3,0,0,4,19,0,0,9,0,2 +clinege01,1973,1,PIT,NL,110,304,42,80,11,3,1,23,8,7,26,36,0,3,4,0,12 +clostal01,1973,1,ATL,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clydeda01,1973,1,TEX,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +coggiri01,1973,1,BAL,AL,110,389,54,124,19,9,7,41,17,9,28,24,2,0,7,2,7 +colbena01,1973,1,SDN,NL,145,529,73,143,25,2,22,80,9,8,54,146,9,8,1,6,12 +colboji01,1973,1,ML4,AL,43,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +colemjo05,1973,1,DET,AL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +colucbo01,1973,1,ML4,AL,124,438,65,98,21,8,15,58,13,6,54,92,2,3,5,3,6 +conceda01,1973,1,CIN,NL,89,328,39,94,18,3,8,46,22,5,21,55,3,1,2,5,7 +conigbi01,1973,1,OAK,AL,48,110,5,22,2,2,0,14,1,0,9,26,1,0,1,4,2 +coopece01,1973,1,BOS,AL,30,101,12,24,2,0,3,11,1,2,7,12,1,0,0,1,1 +corbira01,1973,1,MIN,AL,51,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +corkimi01,1973,1,SDN,NL,48,33,6,7,1,0,3,5,0,0,2,14,0,0,1,0,0 +corrapa01,1973,1,SDN,NL,29,72,7,15,2,1,0,3,0,0,6,10,1,1,1,1,1 +cosgrmi01,1973,1,HOU,NL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +coxca01,1973,1,NYA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +coxji01,1973,1,MON,NL,9,15,1,2,1,0,0,0,0,0,1,4,0,0,1,0,0 +coxla01,1973,1,PHI,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +crawfji01,1973,1,HOU,NL,48,13,1,3,1,0,0,1,0,0,1,7,0,0,0,0,0 +crawfwi01,1973,1,LAN,NL,145,457,75,135,26,2,14,66,12,5,78,91,12,1,3,4,6 +crosbed01,1973,1,SLN,NL,22,39,4,5,2,1,0,1,0,0,4,4,1,0,0,0,0 +crosbed01,1973,2,CIN,NL,36,51,4,11,1,1,0,5,0,1,7,12,1,2,0,0,1 +crowlte01,1973,1,BAL,AL,54,131,16,27,4,0,3,15,0,0,16,14,1,1,0,0,4 +cruzhe01,1973,1,SLN,NL,11,11,1,0,0,0,0,0,0,0,1,3,0,0,0,0,0 +cruzjo01,1973,1,SLN,NL,132,406,51,92,22,5,10,57,10,4,51,66,4,1,6,7,8 +cruzto01,1973,1,SLN,NL,3,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cuellmi01,1973,1,BAL,AL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +culpra01,1973,1,BOS,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +culvege01,1973,1,LAN,NL,28,4,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +culvege01,1973,2,PHI,NL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +curtijo01,1973,1,BOS,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dacqujo01,1973,1,SFN,NL,7,9,0,0,0,0,0,0,0,0,0,5,0,0,0,0,0 +dalcabr01,1973,1,KCA,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +darwibo01,1973,1,MIN,AL,145,560,69,141,20,2,18,90,5,2,46,137,5,3,0,5,22 +davalvi01,1973,1,PIT,NL,59,83,9,15,1,0,1,3,0,2,2,7,0,0,0,0,1 +davalvi01,1973,2,OAK,AL,38,64,5,12,1,0,0,4,0,0,3,4,1,0,0,0,0 +davanje01,1973,1,CAL,AL,41,49,6,12,3,0,0,2,1,2,3,9,0,0,0,0,0 +davisbo02,1973,1,SDN,NL,5,11,1,1,0,0,0,0,0,0,0,5,0,0,1,0,0 +davisto02,1973,1,BAL,AL,137,552,53,169,20,3,7,89,11,3,30,56,3,1,3,4,15 +daviswi02,1973,1,LAN,NL,152,599,82,171,29,9,16,77,17,5,29,62,12,5,1,7,7 +daybo01,1973,1,MON,NL,101,207,36,57,7,0,4,28,0,3,21,28,1,0,6,0,3 +decindo01,1973,1,BAL,AL,10,18,2,2,0,0,0,3,0,0,1,5,0,0,0,0,0 +deckejo01,1973,1,MIN,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dempsri01,1973,1,NYA,AL,6,11,0,2,0,0,0,0,0,0,1,3,0,0,1,0,1 +dentbu01,1973,1,CHA,AL,40,117,17,29,2,0,0,10,2,3,10,18,0,1,2,2,1 +dettoto01,1973,1,PIT,NL,12,4,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +devinad01,1973,1,ATL,NL,24,4,0,1,0,0,0,0,0,0,1,3,0,0,0,0,0 +didiebo01,1973,1,DET,AL,7,22,3,10,1,0,0,1,0,0,3,0,0,0,0,0,0 +dierkla01,1973,1,HOU,NL,14,4,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +dietzdi01,1973,1,ATL,NL,83,139,22,41,8,1,3,24,0,0,49,25,4,0,1,2,6 +dioriro01,1973,1,PHI,NL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dobsoch01,1973,1,OAK,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dobsopa01,1973,1,ATL,NL,12,15,0,1,0,0,0,0,0,0,0,3,0,0,3,0,2 +dobsopa01,1973,2,NYA,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +downial01,1973,1,LAN,NL,30,57,2,5,2,0,0,3,0,0,5,18,0,0,7,0,1 +downibr01,1973,1,CHA,AL,34,73,5,13,1,0,2,4,0,0,10,17,1,0,2,0,3 +doylede01,1973,1,PHI,NL,116,370,45,101,9,3,3,26,1,3,31,32,8,0,5,3,4 +dragodi01,1973,1,KCA,AL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +driesda01,1973,1,CIN,NL,102,366,49,110,15,2,4,47,8,3,24,37,4,2,1,1,8 +duffyfr01,1973,1,CLE,AL,116,361,34,95,16,4,8,50,6,6,25,41,0,2,4,3,12 +duncada01,1973,1,CLE,AL,95,344,43,80,11,1,17,43,3,3,35,86,1,3,1,0,6 +dunnist01,1973,1,CLE,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dunnist01,1973,2,TEX,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +durhado01,1973,1,TEX,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dwyerji01,1973,1,SLN,NL,28,57,7,11,1,1,0,0,0,0,1,5,0,0,0,0,4 +dyerdu01,1973,1,NYN,NL,70,189,9,35,6,1,1,9,0,1,13,40,1,2,0,0,5 +easlemi01,1973,1,HOU,NL,6,7,1,0,0,0,0,0,0,0,2,4,1,0,0,0,0 +edwarjo01,1973,1,HOU,NL,79,250,24,61,10,2,5,27,1,0,19,23,7,2,4,1,4 +ellisdo01,1973,1,PIT,NL,29,65,2,7,0,0,0,0,1,0,2,32,0,0,6,0,0 +ellisjo01,1973,1,CLE,AL,127,437,59,118,12,2,14,68,0,0,46,57,2,3,1,7,13 +epstemi01,1973,1,TEX,AL,27,85,9,16,3,0,1,6,0,0,14,19,0,3,0,2,2 +epstemi01,1973,2,CAL,AL,91,312,30,67,8,2,8,32,0,0,34,54,2,5,0,2,9 +essiaji01,1973,1,PHI,NL,2,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +etchean01,1973,1,BAL,AL,54,152,16,39,9,1,2,23,1,1,12,21,1,2,1,1,7 +evansda01,1973,1,ATL,NL,161,595,114,167,25,8,41,104,6,3,124,104,8,3,3,8,9 +evansdw01,1973,1,BOS,AL,119,282,46,63,13,1,10,32,5,0,40,52,2,1,3,2,8 +ewingsa01,1973,1,CHA,AL,11,20,1,3,1,0,0,2,0,0,2,6,0,0,0,0,1 +faireji01,1973,1,LAN,NL,10,9,0,2,0,0,0,0,0,0,1,1,0,0,0,0,0 +fairlro01,1973,1,MON,NL,142,413,70,123,13,1,17,49,2,2,86,33,11,3,3,0,8 +fanzoca01,1973,1,CHN,NL,64,150,22,41,7,0,6,22,1,2,20,38,1,0,1,1,3 +farmeed01,1973,1,CLE,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +farmeed01,1973,2,DET,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +felskjo01,1973,1,ML4,AL,13,22,1,3,0,1,0,4,0,0,1,11,0,0,0,1,0 +fenwibo01,1973,1,SLN,NL,5,6,0,1,0,0,0,1,0,0,0,2,0,0,0,0,0 +fergujo01,1973,1,LAN,NL,136,487,84,128,26,0,25,88,1,1,87,81,9,1,0,10,5 +fifeda01,1973,1,MIN,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fingero01,1973,1,OAK,AL,62,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +fisheed02,1973,1,CHA,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fisheed02,1973,2,SLN,NL,6,1,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0 +fiskca01,1973,1,BOS,AL,135,508,65,125,21,0,26,71,7,2,37,99,2,10,1,2,11 +fitzmal01,1973,1,KCA,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +floydbo01,1973,1,KCA,AL,51,78,11,26,3,1,0,8,1,1,4,14,0,0,0,2,3 +foliti01,1973,1,MON,NL,126,458,37,110,11,0,2,36,6,3,28,40,11,1,10,3,18 +folkeri01,1973,1,SLN,NL,34,20,0,2,0,0,0,1,0,0,0,6,0,0,1,1,0 +foorji01,1973,1,PIT,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +footeba01,1973,1,MON,NL,6,6,0,4,0,1,0,1,0,0,0,0,0,0,0,0,0 +fordte01,1973,1,CLE,AL,11,40,3,9,0,1,0,3,1,0,2,7,0,0,0,2,1 +fordwe01,1973,1,ATL,NL,4,5,0,2,0,0,0,1,0,0,0,0,0,0,0,0,0 +forscke01,1973,1,HOU,NL,46,62,2,4,1,0,0,1,0,0,2,26,0,0,5,0,0 +forstte01,1973,1,CHA,AL,53,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fossera01,1973,1,OAK,AL,143,492,37,126,23,2,7,52,2,2,25,62,4,1,9,5,10 +fosteal01,1973,1,SLN,NL,35,68,4,13,1,0,0,2,0,0,2,17,0,0,5,0,0 +fostege01,1973,1,CIN,NL,17,39,6,11,3,0,4,9,0,1,4,7,0,0,0,0,1 +fostele01,1973,1,ATL,NL,3,6,1,1,1,0,0,0,0,0,0,2,0,0,1,0,0 +foucast01,1973,1,TEX,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +frailke01,1973,1,CHA,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +freehbi01,1973,1,DET,AL,110,380,33,89,10,1,6,29,0,0,40,30,2,11,1,3,13 +freemji01,1973,1,ATL,NL,14,13,1,2,0,0,0,0,0,0,0,1,0,0,0,0,0 +fregoji01,1973,1,NYN,NL,45,124,7,29,4,1,0,11,1,2,20,25,3,0,0,0,2 +fregoji01,1973,2,TEX,AL,45,157,25,42,6,2,6,16,0,1,12,31,0,1,0,3,1 +friaspe01,1973,1,MON,NL,100,225,19,52,10,1,0,22,1,3,10,24,2,1,6,1,5 +friseda01,1973,1,ATL,NL,42,2,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +frymawo01,1973,1,DET,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fuentti01,1973,1,SFN,NL,160,656,78,182,25,5,6,63,12,6,45,62,0,7,17,6,11 +fulleji01,1973,1,BAL,AL,9,26,2,3,0,0,2,4,0,0,1,17,0,0,0,0,0 +gagliph01,1973,1,CIN,NL,63,69,8,20,2,0,0,7,0,0,13,16,2,0,1,0,0 +gallaal01,1973,1,SFN,NL,5,9,1,2,0,0,0,1,0,0,0,0,0,1,0,0,1 +gallaal01,1973,2,CAL,AL,110,311,16,85,6,1,0,26,1,3,35,31,3,1,1,4,9 +gallabo01,1973,1,HOU,NL,71,148,16,39,3,1,2,10,0,1,3,27,1,0,0,2,1 +gambljo01,1973,1,DET,AL,7,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gamblos01,1973,1,CLE,AL,113,390,56,104,11,3,20,44,3,4,34,37,1,3,3,2,4 +garbege01,1973,1,KCA,AL,49,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +garcipe01,1973,1,ML4,AL,160,580,67,142,32,5,15,54,11,10,40,119,4,5,4,6,11 +gardnro01,1973,1,OAK,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gardnro01,1973,2,ML4,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +garlawa01,1973,1,BAL,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +garmami01,1973,1,BOS,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +garneph01,1973,1,OAK,AL,9,5,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +garread01,1973,1,CHN,NL,36,54,7,12,0,0,3,8,1,0,4,18,1,0,0,2,1 +garrewa01,1973,1,NYN,NL,140,504,76,129,20,3,16,58,6,5,72,74,4,1,9,3,8 +garrra01,1973,1,ATL,NL,148,668,94,200,32,6,11,55,35,11,22,64,5,2,4,2,12 +garvest01,1973,1,LAN,NL,114,349,37,106,17,3,8,50,0,2,11,42,4,3,0,3,8 +gastoci01,1973,1,SDN,NL,133,476,51,119,18,4,16,57,0,0,20,88,3,1,1,2,10 +geddeji01,1973,1,CHA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gentrga01,1973,1,ATL,NL,17,30,2,7,0,0,0,3,0,0,1,15,0,0,3,0,0 +geronce01,1973,1,CIN,NL,139,324,35,68,14,3,4,33,5,5,23,74,3,3,4,4,5 +gibsobo01,1973,1,SLN,NL,25,65,8,12,0,0,2,8,1,1,3,17,0,0,2,1,1 +gilbejo02,1973,1,MON,NL,21,2,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +gilbrro01,1973,1,ATL,NL,29,74,10,21,2,1,0,2,2,1,6,10,1,1,0,1,2 +giustda01,1973,1,PIT,NL,67,13,1,4,0,0,0,1,0,0,1,1,0,0,2,0,0 +gladdfr01,1973,1,HOU,NL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +goggich01,1973,1,PIT,NL,1,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +goggich01,1973,2,ATL,NL,64,90,18,26,5,0,0,7,0,1,9,19,0,0,0,1,2 +gogolbi01,1973,1,TEX,AL,49,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +goltzda01,1973,1,MIN,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gonzafe01,1973,1,PIT,NL,37,49,5,11,0,1,1,5,0,0,1,11,0,1,0,0,1 +goodsed01,1973,1,SFN,NL,102,384,37,116,20,1,12,53,0,1,15,44,4,2,1,1,10 +gosgeji01,1973,1,NYN,NL,38,92,9,22,2,0,0,10,0,1,9,16,2,0,0,1,1 +gossari01,1973,1,CHA,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grababi01,1973,1,CAL,AL,61,129,27,21,6,1,3,9,2,2,28,27,0,1,1,0,5 +grababi01,1973,2,PHI,NL,25,66,12,19,2,0,2,7,3,1,12,18,0,0,1,0,0 +grangwa01,1973,1,SLN,NL,33,3,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +grangwa01,1973,2,NYA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +greendi01,1973,1,OAK,AL,133,332,33,87,17,0,3,42,0,2,21,63,0,2,9,2,10 +greifbi01,1973,1,SDN,NL,36,61,3,6,0,0,0,1,0,0,4,28,0,1,2,0,0 +grichbo01,1973,1,BAL,AL,162,581,82,146,29,7,12,50,17,9,107,91,3,7,3,2,7 +grievto01,1973,1,TEX,AL,66,123,22,38,6,0,7,21,1,0,7,25,0,1,4,1,4 +griffdo01,1973,1,BOS,AL,113,396,43,101,14,5,1,33,7,5,21,42,0,3,13,6,12 +griffke01,1973,1,CIN,NL,25,86,19,33,5,1,3,14,4,2,6,10,0,0,0,0,0 +griffto02,1973,1,HOU,NL,25,28,1,3,2,0,1,1,0,0,0,9,0,1,4,0,1 +grimsro02,1973,1,CIN,NL,39,82,3,5,0,0,0,1,0,0,0,37,0,0,8,0,2 +grossgr01,1973,1,HOU,NL,14,39,5,9,2,1,0,1,2,1,4,4,0,0,0,0,2 +groteje01,1973,1,NYN,NL,84,285,17,73,10,2,1,32,0,0,13,23,1,1,5,1,11 +grubbjo01,1973,1,SDN,NL,113,389,52,121,22,3,8,37,9,3,37,50,2,2,3,1,6 +guerrma01,1973,1,BOS,AL,66,219,19,51,5,2,0,11,2,2,10,21,0,2,1,1,5 +gulledo01,1973,1,CIN,NL,53,64,6,12,0,1,0,6,1,0,7,20,0,0,7,1,0 +gurala01,1973,1,CHN,NL,22,15,1,3,0,0,0,1,0,0,1,5,0,0,2,0,0 +haguejo01,1973,1,CIN,NL,19,33,2,5,2,0,0,1,1,0,5,5,0,0,0,1,0 +hahndo01,1973,1,NYN,NL,93,262,22,60,10,0,2,21,2,1,22,43,2,0,4,4,7 +hairsje01,1973,1,CHA,AL,60,210,25,57,11,1,0,23,0,0,33,30,0,1,0,1,3 +hallto01,1973,1,CIN,NL,55,22,1,1,0,0,0,0,0,0,0,10,0,0,0,0,0 +hamilda01,1973,1,OAK,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +handri01,1973,1,TEX,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +handri01,1973,2,CAL,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +handsbi01,1973,1,MIN,AL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +haneyla01,1973,1,OAK,AL,2,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1 +haneyla01,1973,2,SLN,NL,2,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +harmote01,1973,1,PHI,NL,72,148,17,31,3,0,0,8,1,0,13,14,3,1,3,0,3 +harpeto01,1973,1,BOS,AL,147,566,92,159,23,3,17,71,54,14,61,93,2,1,9,1,6 +harrato01,1973,1,TEX,AL,118,461,64,120,16,1,10,50,10,3,46,49,2,2,7,3,11 +harrebu01,1973,1,NYN,NL,106,356,35,92,12,3,0,20,5,1,48,49,4,1,3,0,4 +harriro01,1973,1,ATL,NL,39,54,3,3,1,0,2,5,0,0,3,27,0,0,5,0,1 +harrivi01,1973,1,TEX,AL,152,555,71,138,14,7,8,44,13,12,55,81,1,2,2,4,16 +hartji01,1973,1,SFN,NL,5,3,0,0,0,0,0,1,0,0,3,1,0,0,0,1,0 +hartji01,1973,2,NYA,AL,114,339,29,86,13,2,13,52,0,2,36,45,7,0,1,2,16 +hartsgr01,1973,1,NYN,NL,3,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +hasslan01,1973,1,CAL,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +healyfr02,1973,1,KCA,AL,95,279,25,77,15,2,6,34,3,4,31,56,0,0,5,0,4 +hebneri01,1973,1,PIT,NL,144,509,73,138,28,1,25,74,0,1,56,60,12,4,3,4,8 +heganmi01,1973,1,OAK,AL,75,71,8,13,2,0,1,5,0,0,5,17,1,0,1,0,1 +heganmi01,1973,2,NYA,AL,37,131,12,36,3,2,6,14,0,0,7,34,1,0,4,1,2 +heintto01,1973,1,SLN,NL,23,29,5,9,0,0,0,0,0,0,3,3,2,0,1,0,1 +heisebo01,1973,1,ML4,AL,49,98,8,20,2,0,0,4,1,0,4,4,0,0,5,0,4 +helmsto01,1973,1,HOU,NL,146,543,44,156,28,2,4,61,1,1,32,21,12,0,6,3,11 +hendeke01,1973,1,CHA,AL,73,262,32,68,13,0,6,32,3,4,27,49,2,1,0,1,10 +hendrel01,1973,1,BAL,AL,41,101,9,18,5,1,3,15,0,0,10,22,4,1,1,1,2 +hendrge01,1973,1,CLE,AL,113,440,64,118,18,0,21,61,7,6,25,71,1,2,2,4,9 +henniph01,1973,1,NYN,NL,30,3,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +henniri01,1973,1,TEX,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hernaen01,1973,1,SDN,NL,70,247,26,55,2,1,0,9,15,4,17,14,0,0,3,0,4 +hernaja01,1973,1,PIT,NL,54,73,8,18,1,2,0,8,0,0,4,12,2,0,1,0,2 +hernara01,1973,1,PIT,NL,59,8,1,1,0,0,0,0,0,0,2,3,0,0,0,0,1 +herrmed01,1973,1,CHA,AL,119,379,42,85,17,1,10,39,2,4,31,55,3,7,2,6,12 +heydegr01,1973,1,LAN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hickmji02,1973,1,CHN,NL,92,201,27,49,1,2,3,20,1,1,42,42,2,0,2,4,8 +hilgeto01,1973,1,CLE,AL,48,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hillejo01,1973,1,DET,AL,65,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hillma01,1973,1,SLN,NL,1,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1 +hiltoda01,1973,1,SDN,NL,70,234,21,46,9,0,5,16,2,1,19,35,6,1,4,0,4 +hiserge01,1973,1,CHN,NL,100,109,15,19,3,0,1,6,4,5,11,17,1,1,5,1,1 +hislela01,1973,1,MIN,AL,143,545,88,148,25,6,15,64,11,4,64,128,2,4,2,3,13 +hodgero01,1973,1,NYN,NL,45,127,5,33,2,0,1,18,0,1,11,19,2,0,2,2,6 +hoernjo01,1973,1,ATL,NL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hoernjo01,1973,2,KCA,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +holdsfr01,1973,1,DET,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +holtji01,1973,1,MIN,AL,132,441,52,131,25,3,11,58,0,3,29,43,4,2,0,3,12 +holtzke01,1973,1,OAK,AL,41,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +hooddo01,1973,1,BAL,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hootobu01,1973,1,CHN,NL,42,70,4,9,0,0,0,3,0,1,10,24,0,0,5,0,1 +hopkiga01,1973,1,KCA,AL,74,138,17,34,6,1,2,16,1,2,29,15,2,2,0,2,8 +hortowi01,1973,1,DET,AL,111,411,42,130,19,3,17,53,1,4,23,57,5,7,1,1,14 +hosleti01,1973,1,OAK,AL,13,14,3,3,0,0,0,2,0,0,2,3,0,0,0,0,0 +houghch01,1973,1,LAN,NL,37,14,0,3,0,0,0,1,0,0,0,2,0,0,1,0,1 +houseto01,1973,1,ATL,NL,52,10,1,2,1,0,0,1,0,0,0,3,0,0,2,0,0 +hovlest01,1973,1,KCA,AL,104,232,29,59,8,1,2,24,6,4,33,34,2,0,2,1,3 +howardo01,1973,1,CAL,AL,8,21,2,2,0,0,0,1,0,0,1,6,0,0,0,1,0 +howarfr01,1973,1,DET,AL,85,227,26,58,9,1,12,29,0,1,24,28,4,0,0,0,12 +howarji01,1973,1,SFN,NL,65,90,8,18,1,1,0,7,0,0,7,8,0,0,1,0,1 +howarla01,1973,1,HOU,NL,20,48,3,8,3,0,0,4,0,0,5,12,2,0,1,0,1 +howarla01,1973,2,ATL,NL,4,8,0,1,0,0,0,0,0,0,2,3,0,0,0,0,0 +howarwi01,1973,1,ML4,AL,16,39,3,8,0,0,0,1,0,1,2,10,1,0,1,0,0 +hraboal01,1973,1,SLN,NL,44,4,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +hudsoch01,1973,1,TEX,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hughete01,1973,1,SLN,NL,11,14,1,3,1,0,0,1,0,0,1,4,0,0,0,0,1 +humphte01,1973,1,MON,NL,43,90,5,15,2,0,1,9,0,1,5,16,0,0,3,2,2 +hundlra01,1973,1,CHN,NL,124,368,35,83,11,1,10,43,5,6,30,51,8,0,6,2,9 +huntebu01,1973,1,BOS,AL,13,7,3,3,1,0,0,2,0,0,3,1,0,1,1,0,0 +hunteca01,1973,1,OAK,AL,37,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +huntro01,1973,1,MON,NL,113,401,61,124,14,0,0,18,10,7,52,19,3,24,8,1,9 +huttoto01,1973,1,PHI,NL,106,247,31,65,11,0,5,29,3,1,32,31,6,0,2,1,8 +ignasga01,1973,1,DET,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jacksgr01,1973,1,BAL,AL,45,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jacksmi01,1973,1,KCA,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jacksmi01,1973,2,CLE,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jacksre01,1973,1,OAK,AL,151,539,99,158,28,2,32,117,22,8,76,111,11,7,0,7,13 +jacksso01,1973,1,ATL,NL,117,206,29,43,5,2,0,12,6,3,22,13,0,1,1,4,1 +jamescl01,1973,1,CHN,NL,44,45,9,5,0,0,0,0,5,0,1,6,0,0,1,0,2 +jarvipa01,1973,1,MON,NL,28,3,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +jeffeje01,1973,1,BAL,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jenkife01,1973,1,CHN,NL,38,84,2,10,4,0,0,4,0,0,6,40,0,0,7,0,1 +jeterjo01,1973,1,CHA,AL,89,300,38,72,14,4,7,26,4,3,9,74,0,0,1,3,5 +johnsal01,1973,1,TEX,AL,158,624,62,179,26,3,8,68,10,5,32,82,5,2,1,4,17 +johnsba01,1973,1,CHA,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnsbo03,1973,1,PIT,NL,50,14,1,0,0,0,0,0,0,0,1,9,0,0,1,0,0 +johnscl01,1973,1,HOU,NL,7,20,6,6,2,0,2,6,0,0,1,7,0,1,0,0,0 +johnsda02,1973,1,ATL,NL,157,559,84,151,25,0,43,99,5,3,81,93,9,9,0,2,8 +johnsde01,1973,1,PHI,NL,12,36,3,6,2,0,1,5,0,0,5,10,0,1,1,1,1 +johnsde01,1973,2,OAK,AL,131,464,61,114,14,2,19,81,0,1,59,116,7,1,3,3,11 +johnsja01,1973,1,OAK,AL,23,28,1,3,1,0,0,3,0,1,2,4,0,0,0,0,0 +johnsje01,1973,1,CLE,AL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnsti01,1973,1,ML4,AL,136,465,39,99,10,2,0,32,6,3,29,93,2,1,11,4,10 +johnto01,1973,1,LAN,NL,36,74,3,15,1,0,0,7,0,0,4,17,0,0,7,0,3 +jonescl01,1973,1,NYN,NL,92,339,48,88,13,0,11,48,1,1,28,51,6,3,1,8,11 +jonesra01,1973,1,SDN,NL,20,48,2,8,1,0,0,2,0,0,1,22,0,0,4,0,0 +jorgemi01,1973,1,MON,NL,138,413,49,95,16,2,9,47,16,7,64,49,4,3,4,2,6 +joshuvo01,1973,1,LAN,NL,75,159,19,40,4,1,2,17,7,2,8,29,2,1,1,2,2 +jutzesk01,1973,1,HOU,NL,90,278,18,62,6,0,0,18,0,1,19,37,5,1,6,2,14 +kaatji01,1973,1,MIN,AL,31,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kaatji01,1973,2,CHA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kalinal01,1973,1,DET,AL,91,310,40,79,13,0,10,45,4,1,29,28,4,3,0,5,10 +kealest01,1973,1,CHA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kekicmi01,1973,1,NYA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kekicmi01,1973,2,CLE,AL,19,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kellemi02,1973,1,SLN,NL,43,38,4,7,2,0,0,2,0,0,4,11,1,1,1,0,0 +kelleto01,1973,1,ATL,NL,7,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kellypa01,1973,1,CHA,AL,144,550,77,154,24,5,1,44,22,15,65,91,1,2,3,5,18 +kendafr01,1973,1,SDN,NL,145,507,39,143,22,3,10,59,3,1,30,35,4,1,8,5,17 +kenneje01,1973,1,CLE,AL,5,16,0,4,0,1,0,2,0,0,2,0,0,0,0,1,0 +kennejo03,1973,1,BOS,AL,67,155,17,28,9,1,1,16,0,0,12,45,0,2,3,2,3 +keougjo01,1973,1,CHA,AL,5,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1 +kessido01,1973,1,CHN,NL,160,577,52,151,22,3,0,43,6,6,57,44,18,0,7,2,15 +kilkemi01,1973,1,CLE,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +killeha01,1973,1,MIN,AL,69,248,29,60,9,1,5,32,0,0,41,59,2,1,0,0,10 +kingha01,1973,1,CIN,NL,35,43,5,8,0,0,4,10,0,0,6,10,0,0,0,0,0 +kingmda01,1973,1,SFN,NL,112,305,54,62,10,1,24,55,8,5,41,122,3,2,1,2,8 +kirbycl01,1973,1,SDN,NL,35,54,1,5,1,0,0,1,0,0,1,21,0,0,11,0,0 +kirkped01,1973,1,KCA,AL,126,429,61,113,24,3,6,45,3,7,46,48,6,1,4,5,12 +kisonbr01,1973,1,PIT,NL,7,12,1,1,0,1,0,1,0,0,0,6,0,1,0,1,0 +klinest01,1973,1,NYA,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +knowlda01,1973,1,OAK,AL,53,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0 +knoxjo01,1973,1,DET,AL,12,32,1,9,1,0,0,3,1,1,3,3,0,0,2,0,0 +kobelke01,1973,1,ML4,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +koniedo01,1973,1,HOU,NL,2,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +koosmje01,1973,1,NYN,NL,35,78,3,8,1,0,0,3,0,0,2,37,0,0,15,0,2 +koscoan01,1973,1,CIN,NL,47,118,17,33,7,0,9,21,0,0,13,26,6,0,2,2,4 +kraneed01,1973,1,NYN,NL,100,284,28,68,12,2,1,35,1,0,30,28,4,0,4,2,7 +krausle02,1973,1,SLN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kremmji01,1973,1,TEX,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kubiate01,1973,1,OAK,AL,106,182,15,40,6,1,3,17,1,1,12,19,1,0,3,1,2 +kusiccr01,1973,1,MIN,AL,15,48,4,12,2,0,0,4,0,0,7,9,0,1,0,0,0 +kusnyar01,1973,1,CAL,AL,41,64,5,8,2,0,0,3,0,1,2,12,0,0,0,1,0 +laboyco01,1973,1,MON,NL,22,33,2,4,1,0,1,2,0,0,5,8,1,0,1,0,0 +lacocpe01,1973,1,CHN,NL,11,16,1,4,1,0,0,3,0,0,1,2,0,0,0,0,0 +lacyle01,1973,1,LAN,NL,57,135,14,28,2,0,0,8,2,3,15,34,1,0,0,0,2 +lagrole01,1973,1,DET,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lahoujo01,1973,1,ML4,AL,96,225,29,46,9,0,5,26,5,5,27,36,1,5,0,1,8 +lambjo01,1973,1,PIT,NL,22,3,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +lambra01,1973,1,CLE,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lanema01,1973,1,DET,AL,6,8,2,2,0,0,1,2,0,0,2,2,0,0,0,0,1 +langedi01,1973,1,CAL,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lanieha01,1973,1,NYA,AL,35,86,9,18,3,0,0,5,0,0,3,10,0,1,0,0,3 +larocda01,1973,1,CHN,NL,45,4,1,2,0,0,0,0,0,0,1,0,0,0,0,0,0 +larusto01,1973,1,CHN,NL,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leebi03,1973,1,BOS,AL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leele02,1973,1,SDN,NL,118,333,36,79,7,2,3,30,4,0,33,61,3,1,0,2,9 +lemanda01,1973,1,DET,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leoned01,1973,1,CHA,AL,127,399,37,91,10,3,3,30,1,5,34,103,0,3,11,4,10 +leonma01,1973,1,ATL,NL,16,7,1,2,0,0,0,0,0,0,0,0,0,0,1,0,0 +lerscba01,1973,1,PHI,NL,43,17,1,3,0,0,0,1,0,0,1,9,0,0,0,0,0 +lewisal01,1973,1,OAK,AL,35,0,16,0,0,0,0,0,7,4,0,0,0,0,0,0,0 +lindbpa01,1973,1,OAK,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lintzla01,1973,1,MON,NL,52,116,20,29,1,0,0,3,12,4,17,18,0,1,7,0,0 +linzyfr01,1973,1,ML4,AL,42,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lisjo01,1973,1,MIN,AL,103,253,37,62,11,1,9,25,0,1,28,66,1,3,0,2,13 +littema01,1973,1,KCA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +llenawi01,1973,1,CAL,AL,78,130,16,35,1,0,1,25,0,0,10,16,0,1,2,4,4 +lockebo02,1973,1,CHN,NL,63,15,0,1,0,0,0,0,1,0,0,9,0,0,1,0,0 +locklge01,1973,1,CIN,NL,29,26,6,5,0,0,0,0,0,0,2,5,0,1,0,0,3 +locklge01,1973,2,SDN,NL,67,154,20,37,6,1,3,25,9,4,21,22,1,0,1,1,2 +lockwsk01,1973,1,ML4,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lolicmi01,1973,1,DET,AL,42,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lolicro01,1973,1,CLE,AL,61,140,16,32,7,0,2,15,0,2,7,27,0,0,1,0,3 +lonboji01,1973,1,PHI,NL,38,59,2,8,2,0,0,3,0,0,6,29,0,0,4,0,0 +lopesda01,1973,1,LAN,NL,142,535,77,147,13,5,6,37,36,16,62,77,6,5,7,6,14 +lovitjo01,1973,1,TEX,AL,26,44,3,6,1,0,0,0,1,0,5,7,0,0,0,0,0 +lowenjo01,1973,1,CLE,AL,98,305,42,89,16,1,6,40,5,3,23,41,0,0,3,3,9 +lummi01,1973,1,ATL,NL,138,513,74,151,26,6,16,82,2,5,41,89,7,6,4,4,3 +lundsto01,1973,1,CHN,NL,4,5,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +luzingr01,1973,1,PHI,NL,161,610,76,174,26,4,29,97,3,3,51,135,9,7,0,3,11 +lylesp01,1973,1,NYA,AL,51,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lyttlji01,1973,1,MON,NL,49,116,12,30,5,1,4,19,0,2,9,14,2,0,2,3,3 +mackape01,1973,1,TEX,AL,44,90,3,9,2,0,0,2,0,0,4,26,0,1,2,1,1 +maddoel01,1973,1,TEX,AL,100,172,24,41,1,0,1,17,5,4,29,28,2,3,5,1,3 +maddoga01,1973,1,SFN,NL,144,587,81,187,30,10,11,76,24,10,24,73,2,6,2,3,6 +madlobi01,1973,1,TEX,AL,21,77,16,27,5,3,1,5,3,2,7,9,0,1,0,0,0 +magnuji01,1973,1,NYA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +manguan01,1973,1,OAK,AL,74,192,20,43,4,1,3,13,1,1,8,34,1,1,2,1,2 +mangupe01,1973,1,MON,NL,33,62,9,11,2,1,3,7,2,4,6,18,0,0,1,1,0 +maricju01,1973,1,SFN,NL,34,69,4,13,2,0,0,7,0,0,5,10,0,0,7,1,3 +marqugo01,1973,1,OAK,AL,23,25,1,6,1,0,0,2,0,0,0,4,0,0,0,0,1 +marqugo01,1973,2,CHN,NL,19,58,5,13,2,0,1,4,0,0,3,4,1,1,2,1,1 +marshda01,1973,1,SDN,NL,39,49,4,14,5,0,0,4,0,1,8,9,0,1,0,1,4 +marshke01,1973,1,KCA,AL,8,9,0,2,1,0,0,3,0,0,1,4,0,0,0,0,1 +marshmi01,1973,1,MON,NL,92,33,1,8,0,0,0,3,0,0,2,4,0,0,4,0,0 +martibu01,1973,1,KCA,AL,14,32,2,8,1,0,1,6,0,0,4,5,0,0,1,0,2 +martite01,1973,1,NYN,NL,92,263,34,67,11,0,1,14,3,5,13,38,2,2,1,1,6 +mashocl01,1973,1,MON,NL,67,103,12,21,3,0,3,14,4,3,15,28,0,0,6,2,2 +masondo01,1973,1,SDN,NL,8,8,0,0,0,0,0,0,0,0,0,2,0,0,0,0,1 +masonji01,1973,1,TEX,AL,92,238,23,49,7,2,3,19,0,1,23,48,0,0,2,3,3 +matlajo01,1973,1,NYN,NL,35,65,5,9,0,0,0,2,0,0,13,38,0,0,12,0,0 +matthga01,1973,1,SFN,NL,148,540,74,162,22,10,12,58,17,5,58,83,7,1,3,3,12 +maxvida01,1973,1,OAK,AL,29,19,0,4,0,0,0,1,0,0,1,3,0,0,1,0,0 +maxvida01,1973,2,PIT,NL,74,217,19,41,4,3,0,17,0,0,22,40,2,0,5,2,7 +maybejo01,1973,1,KCA,AL,152,510,87,142,20,2,26,100,3,0,122,79,17,2,0,4,5 +mayca01,1973,1,CHA,AL,149,553,62,148,20,0,20,96,8,6,53,73,5,5,1,5,14 +mayda01,1973,1,ML4,AL,156,624,96,189,23,4,25,93,6,7,44,78,6,5,3,4,13 +mayje01,1973,1,KCA,AL,11,30,4,4,1,1,0,2,0,0,3,5,0,1,0,0,1 +mayje01,1973,2,NYN,NL,4,8,0,2,0,0,0,0,0,0,1,1,0,0,0,0,0 +mayle01,1973,1,HOU,NL,148,545,65,147,24,3,28,105,1,1,34,122,10,2,0,9,13 +maymi01,1973,1,PIT,NL,101,283,29,76,8,1,7,31,0,1,34,26,12,2,1,2,9 +mayru01,1973,1,CAL,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mayswi01,1973,1,NYN,NL,66,209,24,44,10,0,6,25,1,0,27,47,0,1,1,1,7 +mcanaer01,1973,1,MON,NL,27,49,3,9,0,0,0,1,0,1,0,11,0,0,4,0,2 +mcandji01,1973,1,NYN,NL,24,15,3,2,1,0,0,2,0,0,6,7,0,0,2,0,0 +mcauldi01,1973,1,DET,AL,106,343,39,94,18,1,12,47,0,4,49,52,5,1,2,0,2 +mcbriba01,1973,1,SLN,NL,40,63,8,19,3,0,0,5,0,1,4,10,0,2,0,2,0 +mccarti01,1973,1,SLN,NL,130,331,30,88,16,4,3,49,2,0,38,31,6,2,4,7,4 +mccovwi01,1973,1,SFN,NL,130,383,52,102,14,3,29,75,1,0,105,78,25,1,0,6,6 +mccrato01,1973,1,CAL,AL,99,264,25,70,7,0,3,24,3,2,30,42,1,2,0,1,2 +mcdanli01,1973,1,NYA,AL,47,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +mcdowsa01,1973,1,SFN,NL,18,12,1,2,0,0,0,0,0,0,0,7,0,0,1,0,0 +mcdowsa01,1973,2,NYA,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcgloji01,1973,1,CIN,NL,24,16,2,2,0,1,0,0,0,0,1,9,0,0,1,0,0 +mcgloji01,1973,2,CHA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcgloly01,1973,1,BOS,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcgratu01,1973,1,NYN,NL,60,24,0,4,0,0,0,2,0,0,2,9,0,1,3,0,0 +mckeeji02,1973,1,PIT,NL,15,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +mckinri01,1973,1,OAK,AL,48,65,9,16,3,0,1,7,0,0,7,4,0,0,0,0,4 +mcmahdo02,1973,1,SFN,NL,22,1,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0 +mcmulke01,1973,1,LAN,NL,42,85,6,21,5,0,5,18,0,0,6,13,1,0,0,0,1 +mcnalda01,1973,1,BAL,AL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcnerje01,1973,1,PIT,NL,9,4,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcraeha01,1973,1,KCA,AL,106,338,36,79,18,3,9,50,2,2,34,38,2,6,1,3,7 +medicdo01,1973,1,NYA,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +melenlu01,1973,1,SLN,NL,121,341,35,91,18,1,2,35,2,7,27,50,2,0,6,2,11 +meltobi01,1973,1,CHA,AL,152,560,83,155,29,1,20,87,4,4,75,66,7,2,2,3,20 +menkede01,1973,1,CIN,NL,139,241,38,46,10,0,3,26,1,1,69,53,6,2,4,6,8 +meoliru01,1973,1,CAL,AL,120,305,36,68,12,1,2,23,2,4,31,38,1,0,3,5,5 +merriji01,1973,1,TEX,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +messean01,1973,1,LAN,NL,34,89,3,15,3,0,0,6,0,0,5,16,0,0,5,0,1 +metzgro01,1973,1,HOU,NL,154,580,67,145,11,14,1,35,10,4,39,70,0,3,12,3,10 +michage01,1973,1,NYA,AL,129,418,30,94,11,1,3,47,1,3,26,51,0,0,1,1,12 +millafe01,1973,1,NYN,NL,153,638,82,185,23,4,3,37,2,2,35,22,3,6,18,2,20 +millebo04,1973,1,SDN,NL,18,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +millebo04,1973,2,DET,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +millebo04,1973,3,NYN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +millebr01,1973,1,SFN,NL,12,21,1,3,0,0,0,2,0,0,2,3,1,0,0,0,0 +milleno01,1973,1,HOU,NL,3,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +milleno01,1973,2,ATL,NL,9,8,2,3,1,0,1,6,0,0,3,3,0,0,0,1,0 +milleri01,1973,1,BOS,AL,143,441,65,115,17,7,6,43,12,7,51,59,2,3,4,4,6 +milnejo01,1973,1,NYN,NL,129,451,69,108,12,3,23,72,1,1,62,84,6,1,0,5,15 +mingost01,1973,1,CLE,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mingost01,1973,2,KCA,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mitchbo02,1973,1,ML4,AL,47,130,12,29,6,0,5,20,4,1,5,32,1,0,0,1,0 +mittege01,1973,1,MIN,AL,125,432,50,112,15,0,16,64,3,1,39,111,0,5,2,3,10 +moffira01,1973,1,SFN,NL,60,17,2,1,0,0,0,0,0,0,0,3,0,0,1,0,0 +mondari01,1973,1,CHN,NL,149,554,93,148,24,5,26,56,5,12,92,124,7,1,3,1,3 +moneydo01,1973,1,ML4,AL,145,556,75,158,28,2,11,61,22,5,53,53,3,3,11,4,12 +montajo01,1973,1,MON,NL,4,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +montawi01,1973,1,PHI,NL,146,552,69,145,16,5,11,65,2,6,46,80,7,6,1,4,11 +monteau01,1973,1,CAL,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +montgbo01,1973,1,BOS,AL,34,128,18,41,6,2,7,25,0,0,7,36,0,0,1,1,5 +monzoda01,1973,1,MIN,AL,39,76,10,17,1,1,0,4,1,0,11,9,0,1,0,1,0 +mooreba02,1973,1,MON,NL,35,53,2,3,1,0,0,2,0,0,3,15,0,1,2,0,2 +moorech02,1973,1,ML4,AL,8,27,0,5,0,1,0,3,0,0,2,4,1,0,0,0,0 +mooreto01,1973,1,NYN,NL,4,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +moosebo01,1973,1,PIT,NL,37,67,6,9,1,0,0,2,0,1,5,18,0,0,4,0,1 +moralje01,1973,1,SDN,NL,122,388,47,109,23,2,9,34,6,5,27,55,3,0,1,4,14 +moraljo01,1973,1,OAK,AL,6,14,0,4,1,0,0,1,0,1,1,5,0,0,0,1,0 +moraljo01,1973,2,MON,NL,5,5,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0 +moralri01,1973,1,CHA,AL,7,4,1,0,0,0,0,1,0,0,1,1,0,0,0,0,1 +moralri01,1973,2,SDN,NL,90,244,9,40,6,1,0,16,0,1,27,36,6,0,2,2,3 +moretro01,1973,1,BOS,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +morgajo02,1973,1,CIN,NL,157,576,116,167,35,2,26,82,67,15,111,61,3,4,3,4,12 +morlajo01,1973,1,PIT,NL,10,11,2,2,1,0,0,1,0,0,1,6,0,0,0,0,0 +morrijo06,1973,1,SFN,NL,7,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +mortoca01,1973,1,ATL,NL,40,94,7,17,4,0,3,15,0,0,4,25,0,1,2,0,0 +mosesje01,1973,1,NYA,AL,21,59,5,15,2,0,0,3,0,0,2,6,0,0,1,2,2 +motama01,1973,1,LAN,NL,89,293,33,92,11,2,0,23,1,3,25,12,9,1,6,2,11 +mottocu01,1973,1,BAL,AL,5,6,2,2,0,0,1,4,0,0,1,1,0,0,0,0,0 +munsoth01,1973,1,NYA,AL,147,519,80,156,29,4,20,74,4,6,48,64,4,4,1,4,12 +murcebo01,1973,1,NYA,AL,160,616,83,187,29,2,22,95,6,7,50,67,6,3,0,3,11 +murphto02,1973,1,SLN,NL,19,23,1,4,1,0,0,1,0,0,1,5,0,0,3,0,0 +murreiv01,1973,1,SDN,NL,93,210,23,48,13,1,9,21,2,0,2,52,0,0,4,0,4 +muserto01,1973,1,CHA,AL,109,309,38,88,14,3,4,30,8,4,33,36,0,0,2,2,7 +nagymi01,1973,1,SLN,NL,9,11,0,1,0,0,0,1,0,0,0,7,0,0,0,0,0 +neibaga01,1973,1,ATL,NL,16,4,1,1,0,0,1,1,0,0,0,3,0,0,1,0,0 +nelsoda01,1973,1,TEX,AL,142,576,71,165,24,4,7,48,43,16,34,78,3,0,11,3,11 +nelsoro02,1973,1,CIN,NL,14,18,1,2,0,0,0,1,0,0,0,4,0,0,1,0,0 +nettlgr01,1973,1,NYA,AL,160,552,65,129,18,0,22,81,0,0,78,76,3,7,0,4,15 +newhado01,1973,1,BOS,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +newmara01,1973,1,ML4,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +niekrjo01,1973,1,ATL,NL,20,3,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +niekrph01,1973,1,ATL,NL,42,82,3,10,4,0,1,2,0,0,1,26,0,1,7,0,4 +nolanga01,1973,1,CIN,NL,2,2,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +normafr01,1973,1,SDN,NL,12,22,1,3,0,0,0,0,0,0,1,5,0,0,1,0,0 +normafr01,1973,2,CIN,NL,24,58,3,3,0,0,0,2,0,0,3,17,0,0,6,0,0 +northbi01,1973,1,OAK,AL,146,554,98,158,10,5,5,34,53,20,78,89,5,3,7,0,7 +northji01,1973,1,DET,AL,119,404,55,124,14,7,12,44,4,4,38,41,6,1,2,2,8 +oatesjo01,1973,1,ATL,NL,93,322,27,80,6,0,4,27,1,4,22,31,4,1,6,0,8 +odombl01,1973,1,OAK,AL,51,1,5,0,0,0,0,0,1,2,0,0,0,0,0,0,0 +oglivbe01,1973,1,BOS,AL,58,147,16,32,9,1,2,9,1,1,9,32,2,2,1,2,4 +olivato01,1973,1,MIN,AL,146,571,63,166,20,0,16,92,2,1,45,44,14,4,0,4,13 +oliveal01,1973,1,PIT,NL,158,654,90,191,38,7,20,99,6,0,22,52,1,5,0,9,18 +olivebo01,1973,1,CAL,AL,151,544,51,144,24,1,18,89,1,1,33,100,7,5,0,4,15 +ontivst01,1973,1,SFN,NL,24,33,3,8,0,0,1,5,0,0,4,7,0,0,0,0,0 +ortajo01,1973,1,CHA,AL,128,425,46,113,9,10,6,40,8,8,37,87,3,1,1,5,7 +ortenfr01,1973,1,KCA,AL,9,25,1,7,2,0,1,6,0,0,2,6,0,0,0,0,0 +osteecl01,1973,1,LAN,NL,33,78,4,12,1,0,0,1,0,0,2,22,0,0,8,0,3 +ostrobr01,1973,1,NYN,NL,4,5,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +otisam01,1973,1,KCA,AL,148,583,89,175,21,4,26,93,13,9,63,47,5,1,1,3,10 +otoolde01,1973,1,CHA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pacioto01,1973,1,LAN,NL,96,195,26,51,8,0,5,18,3,3,11,35,2,1,3,0,8 +paganda01,1973,1,NYA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +paganjo01,1973,1,PHI,NL,46,78,4,16,5,0,0,5,0,1,1,15,1,0,0,1,3 +palmeji01,1973,1,BAL,AL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +panthji01,1973,1,ATL,NL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pappami01,1973,1,CHN,NL,30,48,2,3,0,0,1,2,0,0,2,28,0,0,2,0,1 +parkebi01,1973,1,CAL,AL,38,102,14,23,2,1,0,7,0,1,8,23,1,1,3,1,2 +parkeda01,1973,1,PIT,NL,54,139,17,40,9,1,4,14,1,1,2,27,1,2,1,0,2 +parkeha01,1973,1,NYN,NL,38,23,0,4,0,0,0,2,0,0,0,8,0,0,5,0,1 +parsobi01,1973,1,ML4,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +patekfr01,1973,1,KCA,AL,135,501,82,117,19,5,5,45,36,14,54,63,0,3,11,2,9 +pattima01,1973,1,BOS,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +paulmi01,1973,1,TEX,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +paulmi01,1973,2,CHN,NL,11,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +penaor01,1973,1,BAL,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +penaor01,1973,2,SLN,NL,42,7,0,1,0,0,0,1,0,0,0,4,0,0,1,0,0 +pepitjo01,1973,1,CHN,NL,31,112,16,30,3,0,3,18,3,1,8,6,0,1,0,1,1 +pepitjo01,1973,2,ATL,NL,3,11,0,4,0,0,0,1,0,0,1,1,0,0,0,0,2 +perezma01,1973,1,ATL,NL,141,501,66,125,15,5,8,57,2,3,49,66,1,2,10,5,18 +perezto01,1973,1,CIN,NL,151,564,73,177,33,3,27,101,3,1,74,117,10,3,0,6,13 +perraro01,1973,1,CAL,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +perryga01,1973,1,CLE,AL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +perryji01,1973,1,DET,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +peterfr01,1973,1,NYA,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +petrori01,1973,1,BOS,AL,100,356,44,87,13,1,13,45,0,0,47,64,3,1,1,2,10 +phillmi01,1973,1,SFN,NL,63,104,18,25,3,4,1,9,0,3,6,17,0,1,1,0,3 +piercja01,1973,1,ATL,NL,11,20,0,1,0,0,0,0,0,0,1,8,0,0,0,0,0 +pinaho01,1973,1,OAK,AL,47,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pinielo01,1973,1,KCA,AL,144,513,53,128,28,1,9,69,5,7,30,65,7,2,3,5,22 +pinsova01,1973,1,CAL,AL,124,466,56,121,14,6,8,57,5,5,20,55,3,0,8,7,11 +pizarju01,1973,1,CHN,NL,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1 +pizarju01,1973,2,HOU,NL,15,3,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0 +plummbi01,1973,1,CIN,NL,50,119,8,18,3,0,2,11,1,0,18,26,5,1,1,0,2 +poledi01,1973,1,BOS,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +popovpa01,1973,1,CHN,NL,99,280,24,66,6,3,2,24,3,2,18,27,5,1,4,5,8 +poqueto01,1973,1,KCA,AL,21,28,4,6,1,0,0,3,1,1,1,4,0,1,0,1,0 +porteda02,1973,1,ML4,AL,117,350,50,89,19,2,16,67,5,2,57,85,6,4,3,2,6 +powelbo01,1973,1,BAL,AL,114,370,52,98,13,1,11,54,0,2,85,64,10,0,4,5,11 +powelpa01,1973,1,LAN,NL,2,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +raderda01,1973,1,SFN,NL,148,462,59,106,15,4,9,41,0,0,63,22,23,6,4,5,17 +raderdo02,1973,1,HOU,NL,154,574,79,146,26,0,21,89,4,3,46,97,6,3,3,6,10 +raglato01,1973,1,CLE,AL,67,183,16,47,7,1,0,12,2,3,8,31,0,1,6,0,3 +randlle01,1973,1,TEX,AL,10,29,3,6,1,1,1,1,0,2,0,2,0,0,1,0,0 +raudo01,1973,1,LAN,NL,31,11,0,1,0,0,0,1,0,0,0,2,0,0,2,0,0 +rayji01,1973,1,HOU,NL,42,13,1,3,0,0,0,1,0,0,0,4,0,0,2,0,1 +raziaba01,1973,1,KCA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reedro01,1973,1,ATL,NL,21,45,4,9,1,0,0,7,0,0,0,15,0,0,1,0,0 +reeseri01,1973,1,DET,AL,59,102,10,14,1,0,2,4,0,0,7,17,1,0,1,0,2 +reeseri01,1973,2,MIN,AL,22,23,7,4,1,1,1,3,0,0,6,6,0,0,1,0,0 +reichri01,1973,1,CHA,AL,46,153,15,42,8,1,3,16,2,3,8,29,0,1,1,0,3 +reichri01,1973,2,KCA,AL,41,127,15,28,5,2,3,17,0,1,11,28,1,0,5,2,4 +reitzke01,1973,1,SLN,NL,147,426,40,100,20,2,6,42,0,1,9,25,2,4,4,3,18 +renkost01,1973,1,MON,NL,41,88,7,24,6,0,0,9,2,0,8,23,0,0,4,0,1 +retteme01,1973,1,BAL,AL,95,321,59,84,17,2,9,44,11,2,57,38,4,4,6,2,4 +reuscri01,1973,1,CHN,NL,36,73,3,9,1,0,0,2,0,1,1,27,0,0,9,1,0 +reussje01,1973,1,HOU,NL,42,95,7,13,3,0,0,8,0,0,4,45,0,0,9,1,1 +reynobo01,1973,1,BAL,AL,42,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reynoke01,1973,1,ML4,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +richajr01,1973,1,HOU,NL,16,28,2,5,0,0,0,1,0,0,0,12,0,0,1,0,0 +richepe01,1973,1,LAN,NL,39,5,1,1,0,0,0,0,0,0,0,2,0,0,1,0,0 +rivermi01,1973,1,CAL,AL,30,129,26,45,6,4,0,16,8,3,8,11,0,1,3,0,1 +roberbo01,1973,1,PIT,NL,119,397,43,95,16,0,14,40,0,4,55,77,4,1,0,2,12 +roberda05,1973,1,HOU,NL,41,85,3,11,2,0,0,5,0,0,0,25,0,0,12,0,3 +roberda06,1973,1,SDN,NL,127,479,56,137,20,3,21,64,11,2,17,83,3,1,3,3,6 +robinbi02,1973,1,PHI,NL,124,452,62,130,32,1,25,65,5,4,27,91,1,1,3,4,12 +robinbr01,1973,1,BAL,AL,155,549,53,141,17,2,9,72,2,0,55,50,5,3,8,4,19 +robincr01,1973,1,PHI,NL,46,146,11,33,7,0,0,7,1,1,0,25,0,0,2,0,2 +robinfr02,1973,1,CAL,AL,147,534,85,142,29,0,30,97,1,1,82,93,12,10,1,3,13 +roblese01,1973,1,BAL,AL,8,13,0,1,0,0,0,0,0,0,3,1,0,0,0,0,0 +rodriau01,1973,1,DET,AL,160,555,46,123,27,3,9,58,3,1,31,85,0,3,9,1,10 +rodried01,1973,1,ML4,AL,30,1,1,1,0,1,0,0,0,0,0,0,0,0,0,0,0 +rodriel01,1973,1,ML4,AL,94,290,30,78,8,1,0,30,4,3,41,28,3,10,7,2,8 +rogerst01,1973,1,MON,NL,17,41,2,4,1,0,0,1,0,0,5,14,0,0,5,0,0 +rogodmi01,1973,1,PHI,NL,66,80,13,19,3,0,2,7,0,0,12,19,1,0,1,1,2 +rojasco01,1973,1,KCA,AL,139,551,77,152,29,3,6,69,18,4,37,38,1,1,1,5,16 +romovi01,1973,1,SDN,NL,49,16,2,2,0,0,0,1,0,0,1,2,0,0,2,0,0 +roofph01,1973,1,MIN,AL,47,117,10,23,4,1,1,15,0,0,13,27,0,0,1,0,4 +rookeji01,1973,1,PIT,NL,42,49,5,12,0,0,0,5,0,0,2,24,0,1,5,0,0 +roquejo01,1973,1,MON,NL,25,61,7,9,2,0,1,6,2,2,4,17,0,1,0,0,2 +roselda01,1973,1,CHN,NL,16,38,4,10,2,0,0,2,2,2,2,4,0,0,0,0,3 +rosepe01,1973,1,CIN,NL,160,680,115,230,36,8,5,64,10,7,65,42,6,6,1,0,14 +rossga01,1973,1,SDN,NL,58,4,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +roystje01,1973,1,LAN,NL,10,19,1,4,0,0,0,2,1,0,0,5,0,0,0,0,0 +rudijo01,1973,1,OAK,AL,120,437,53,118,25,1,12,66,0,0,30,72,4,2,7,7,13 +rudolke01,1973,1,CHN,NL,64,170,12,35,8,1,2,17,1,4,7,25,0,1,2,2,6 +russebi01,1973,1,LAN,NL,162,615,55,163,26,3,4,56,15,7,34,63,20,1,9,7,9 +ruthvdi01,1973,1,PHI,NL,27,38,1,5,1,0,0,2,0,0,1,14,0,0,6,0,0 +ryanmi02,1973,1,PHI,NL,28,69,7,16,1,2,1,5,0,0,6,19,0,0,2,1,4 +ryanno01,1973,1,CAL,AL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ryersga01,1973,1,ML4,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sadecra01,1973,1,NYN,NL,31,31,3,7,2,0,0,1,0,0,0,5,0,0,2,0,0 +sadekmi01,1973,1,SFN,NL,39,66,6,11,1,1,0,4,1,0,11,8,0,0,1,1,1 +sanchce01,1973,1,NYA,AL,34,64,12,14,3,0,1,9,1,1,2,12,0,0,0,1,0 +sandeke01,1973,1,MIN,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sandeke01,1973,2,CLE,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sandsch01,1973,1,CAL,AL,17,33,5,9,2,1,1,5,0,0,5,10,1,0,0,0,0 +sanguma01,1973,1,PIT,NL,149,589,64,166,26,7,12,65,2,5,17,29,8,3,2,8,17 +santoal01,1973,1,SLN,NL,6,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1 +santoro01,1973,1,CHN,NL,149,536,65,143,29,2,20,77,1,2,63,97,8,4,0,1,27 +scarcma01,1973,1,PHI,NL,52,5,1,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +schaapa01,1973,1,KCA,AL,121,396,61,114,14,3,8,42,5,6,63,45,0,5,3,4,13 +scheiri01,1973,1,CIN,NL,29,54,5,12,2,0,1,8,0,0,10,4,1,0,0,1,1 +scheiri01,1973,2,CAL,AL,77,229,28,75,10,2,3,21,0,0,35,27,6,1,2,1,6 +scherfr01,1973,1,DET,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schmimi01,1973,1,PHI,NL,132,367,43,72,11,0,18,52,8,2,62,136,3,9,1,4,8 +schneda02,1973,1,NYN,NL,13,36,2,7,0,1,0,0,0,0,1,4,1,0,0,0,2 +schuero01,1973,1,ATL,NL,39,62,6,11,0,0,0,2,0,0,2,20,0,0,7,0,0 +scottge02,1973,1,ML4,AL,158,604,98,185,30,4,24,107,9,5,61,94,6,2,2,4,19 +scottmi02,1973,1,BAL,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +scottmi02,1973,2,MON,NL,22,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +scottto01,1973,1,MON,NL,11,1,2,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +seaveto01,1973,1,NYN,NL,39,93,9,15,2,1,1,5,1,0,7,34,0,0,9,0,3 +seelbch01,1973,1,DET,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +seguidi01,1973,1,SLN,NL,65,10,0,0,0,0,0,0,0,0,1,6,0,0,0,0,0 +sellsda01,1973,1,CAL,AL,51,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +selmadi01,1973,1,PHI,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shanagr01,1973,1,LAN,NL,7,1,1,0,0,0,0,0,0,0,0,1,0,1,0,0,0 +sharodi01,1973,1,DET,AL,91,178,20,43,9,0,7,16,2,0,10,31,0,0,1,1,5 +sharpbi01,1973,1,CHA,AL,77,196,23,54,8,3,4,22,2,3,19,28,2,3,3,2,2 +shellji01,1973,1,TEX,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shortch02,1973,1,ML4,AL,42,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +siebeso01,1973,1,BOS,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +siebeso01,1973,2,TEX,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +simmote01,1973,1,SLN,NL,161,619,62,192,36,2,13,91,2,2,61,47,15,2,1,7,29 +simpswa01,1973,1,KCA,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +simsdu01,1973,1,DET,AL,80,252,31,61,10,0,8,30,1,2,30,36,1,2,1,3,5 +simsdu01,1973,2,NYA,AL,4,9,3,3,0,0,1,1,0,0,3,1,0,0,0,0,0 +singebi01,1973,1,CAL,AL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +singlke01,1973,1,MON,NL,162,560,100,169,26,2,23,103,2,8,123,91,13,2,1,6,27 +sizemte01,1973,1,SLN,NL,142,521,69,147,22,1,1,54,6,4,68,34,0,2,25,4,9 +skokcr01,1973,1,BOS,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +slatoji01,1973,1,ML4,AL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +slaybbi01,1973,1,DET,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithre06,1973,1,BOS,AL,115,423,79,128,23,2,21,69,3,2,68,49,7,1,0,3,11 +smithto04,1973,1,CLE,AL,14,41,6,10,2,0,2,3,1,0,1,2,0,0,0,0,1 +snookfr01,1973,1,SDN,NL,18,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +soderer01,1973,1,MIN,AL,35,111,22,33,7,2,1,9,1,2,21,16,0,1,2,0,4 +solomed01,1973,1,LAN,NL,4,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sosael01,1973,1,SFN,NL,71,14,1,1,0,0,0,1,0,0,2,2,0,0,1,0,0 +speiech01,1973,1,SFN,NL,153,542,58,135,17,4,11,71,4,5,66,69,4,2,5,2,18 +spencji01,1973,1,CAL,AL,29,87,10,21,4,2,2,11,0,0,9,9,1,1,1,1,3 +spencji01,1973,2,TEX,AL,102,352,35,94,12,3,4,43,0,3,34,41,6,1,1,2,8 +spikech01,1973,1,CLE,AL,140,506,68,120,12,3,23,73,5,3,45,103,1,5,0,5,12 +spinksc01,1973,1,SLN,NL,8,11,2,2,0,0,1,1,0,0,1,7,0,0,1,0,0 +splitpa01,1973,1,KCA,AL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +spraged01,1973,1,CIN,NL,28,2,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +spraged01,1973,2,SLN,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +spraged01,1973,3,ML4,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stahlla01,1973,1,CIN,NL,76,111,17,25,2,2,2,12,1,0,14,34,3,1,0,1,1 +stanhdo01,1973,1,TEX,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stanlfr01,1973,1,NYA,AL,26,66,6,14,0,1,1,5,0,0,7,16,0,0,2,0,0 +stanlmi01,1973,1,DET,AL,157,602,81,147,23,5,17,57,0,4,48,65,4,0,5,6,11 +stantle01,1973,1,CAL,AL,119,306,41,72,9,2,8,34,3,3,27,88,2,2,2,2,10 +stargwi01,1973,1,PIT,NL,148,522,106,156,43,3,44,119,0,0,80,129,22,3,0,4,6 +statojo01,1973,1,DET,AL,9,17,2,4,0,0,0,3,1,0,0,3,0,0,0,0,0 +staubru01,1973,1,NYN,NL,152,585,77,163,36,1,15,76,1,1,74,52,10,3,1,3,16 +steinbi02,1973,1,SLN,NL,32,55,4,12,2,0,0,2,0,0,7,18,0,0,0,0,0 +stelmri01,1973,1,TEX,AL,7,9,0,1,0,0,0,0,0,0,1,2,0,0,0,0,0 +stelmri01,1973,2,CAL,AL,22,26,2,4,1,0,0,3,0,0,6,7,0,0,1,0,1 +stennre01,1973,1,PIT,NL,128,466,45,113,18,3,10,55,2,3,16,63,3,0,4,5,8 +stephjo02,1973,1,CAL,AL,60,122,9,30,5,0,1,9,0,0,7,7,1,1,2,0,4 +stewaji01,1973,1,HOU,NL,61,68,6,13,0,0,0,3,0,0,9,12,1,1,3,0,1 +stinsbo01,1973,1,MON,NL,48,111,12,29,6,1,3,12,0,1,17,15,2,3,3,0,2 +stonebi01,1973,1,MON,NL,29,20,2,1,0,0,0,2,0,0,4,12,0,0,2,1,1 +stonege02,1973,1,NYN,NL,28,48,4,13,0,0,0,5,0,0,0,8,0,0,3,0,1 +stonest01,1973,1,CHA,AL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stottme01,1973,1,NYA,AL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +strahmi01,1973,1,DET,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stricji01,1973,1,MIN,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +strohjo01,1973,1,MON,NL,17,5,0,1,0,0,0,0,0,0,1,1,0,0,0,0,0 +strohjo01,1973,2,NYN,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +strombr01,1973,1,CLE,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +suareke01,1973,1,TEX,AL,93,278,25,69,11,0,1,27,1,2,33,16,0,5,3,4,10 +sudakbi01,1973,1,TEX,AL,82,235,32,60,11,0,15,43,0,1,23,53,1,0,4,1,6 +suthega01,1973,1,HOU,NL,16,54,8,14,5,0,0,3,0,0,3,5,0,0,1,0,2 +suttodo01,1973,1,LAN,NL,33,84,6,10,1,0,0,5,0,0,5,17,0,0,7,1,3 +swancr01,1973,1,NYN,NL,3,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +swoboro01,1973,1,NYA,AL,35,43,6,5,0,0,1,2,0,0,4,18,0,0,0,0,0 +tananfr01,1973,1,CAL,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tatumke01,1973,1,BOS,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tayloca01,1973,1,KCA,AL,69,145,18,33,6,1,0,16,2,2,32,20,0,0,3,2,4 +tayloch02,1973,1,MON,NL,8,4,0,0,0,0,0,0,0,0,0,2,0,0,2,0,0 +tayloto02,1973,1,DET,AL,84,275,35,63,9,3,5,24,9,5,17,29,0,1,8,1,8 +tenacge01,1973,1,OAK,AL,160,510,83,132,18,2,24,84,2,2,101,94,8,10,8,7,13 +tepedfr01,1973,1,ATL,NL,74,148,20,45,5,0,4,29,0,0,13,21,3,0,1,3,6 +terreje01,1973,1,MIN,AL,124,438,43,116,15,2,1,32,13,7,21,56,0,1,10,5,4 +theodge01,1973,1,NYN,NL,45,116,14,30,4,0,1,15,1,0,10,13,0,1,6,1,7 +thomade01,1973,1,SDN,NL,113,404,41,96,7,1,0,22,15,5,34,52,3,2,7,2,2 +thomaga01,1973,1,SFN,NL,112,235,35,67,10,4,4,30,2,0,22,43,2,0,3,1,1 +thomago01,1973,1,ML4,AL,59,155,16,29,7,1,2,11,5,5,14,61,1,0,3,0,2 +thompda01,1973,1,MIN,AL,99,347,29,78,13,2,1,36,1,0,16,41,3,2,4,5,11 +thompmi01,1973,1,SLN,NL,2,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +thornan01,1973,1,CHN,NL,17,35,3,7,3,0,0,2,0,0,7,9,0,0,0,0,1 +thornot01,1973,1,HOU,NL,2,3,0,0,0,0,0,1,0,0,0,2,0,0,0,0,0 +tiantlu01,1973,1,BOS,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tidrodi01,1973,1,CLE,AL,42,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +timmeto01,1973,1,DET,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +timmeto01,1973,2,CLE,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tolanbo01,1973,1,CIN,NL,129,457,42,94,14,2,9,51,15,10,27,68,2,3,7,7,11 +tomlida01,1973,1,CIN,NL,16,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +torboje01,1973,1,CAL,AL,102,255,20,56,7,0,1,18,0,2,21,32,0,0,7,1,7 +torrehe01,1973,1,HOU,NL,38,66,3,6,1,0,0,2,0,1,7,13,0,1,3,0,4 +torrejo01,1973,1,SLN,NL,141,519,67,149,17,2,13,69,2,0,65,78,14,10,1,1,20 +torremi01,1973,1,MON,NL,36,69,4,12,1,0,0,0,0,0,1,20,0,0,6,0,0 +torreru01,1973,1,CLE,AL,122,312,31,64,8,1,7,28,6,5,50,62,5,3,7,4,7 +tovarce01,1973,1,PHI,NL,97,328,49,88,18,4,1,21,6,4,29,35,2,5,0,2,3 +trillma01,1973,1,OAK,AL,17,12,0,3,2,0,0,3,0,0,0,4,0,0,0,0,1 +troedri01,1973,1,SDN,NL,50,40,1,7,0,0,0,1,0,0,1,18,0,0,3,0,2 +twitcwa01,1973,1,PHI,NL,34,72,2,7,2,0,0,2,0,0,0,39,0,0,7,0,1 +tysonmi01,1973,1,SLN,NL,144,469,48,114,15,4,1,33,2,5,23,66,10,2,7,5,9 +unserde01,1973,1,PHI,NL,136,440,64,127,20,4,11,52,5,8,47,55,7,1,3,7,3 +upshace01,1973,1,ATL,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +upshace01,1973,2,HOU,NL,35,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +valenbo02,1973,1,CAL,AL,32,126,12,38,5,2,1,13,6,1,5,9,0,0,3,2,1 +varnepe01,1973,1,CHA,AL,5,4,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +vealebo01,1973,1,BOS,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +velazca01,1973,1,ML4,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +velazfr01,1973,1,ATL,NL,15,23,2,8,1,0,0,3,0,0,1,3,0,0,0,0,0 +velezot01,1973,1,NYA,AL,23,77,9,15,4,0,2,7,0,1,15,24,0,0,0,0,0 +veryzto01,1973,1,DET,AL,18,20,1,6,0,1,0,2,0,0,2,4,0,0,0,0,0 +vukovjo01,1973,1,ML4,AL,55,128,10,16,3,0,2,9,0,2,9,40,0,0,4,0,1 +waitsri01,1973,1,TEX,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +walkelu01,1973,1,PIT,NL,37,30,0,2,0,0,0,1,0,0,0,14,0,0,3,0,0 +walketo02,1973,1,MON,NL,54,7,0,0,0,0,0,0,0,0,1,3,0,0,1,0,0 +wallada01,1973,1,PHI,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wallami01,1973,1,PHI,NL,20,4,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +waltoda01,1973,1,MIN,AL,37,96,13,17,1,1,4,8,0,0,17,28,0,0,0,0,3 +watsobo01,1973,1,HOU,NL,158,573,97,179,24,3,16,94,1,4,85,73,8,4,1,3,18 +watted01,1973,1,BAL,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +webbha01,1973,1,NYN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +whitefr01,1973,1,KCA,AL,51,139,20,31,6,1,0,5,3,1,8,23,0,0,2,2,1 +whitero01,1973,1,NYA,AL,162,639,88,157,22,3,18,60,16,9,78,81,3,2,3,1,14 +wilcomi01,1973,1,CLE,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +willibi01,1973,1,CHN,NL,156,576,72,166,22,2,20,86,4,3,76,72,14,1,0,6,13 +willich01,1973,1,SFN,NL,12,3,0,1,0,0,0,0,0,0,0,2,0,0,1,0,0 +williea02,1973,1,BAL,AL,132,459,58,109,18,1,22,83,0,2,66,107,8,3,1,7,13 +williwa02,1973,1,CLE,AL,104,350,43,101,15,1,8,38,9,4,14,29,2,1,4,2,8 +willoji01,1973,1,SFN,NL,41,28,3,4,1,0,1,3,0,0,2,11,0,0,3,0,1 +wilshte01,1973,1,CAL,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wilsobi03,1973,1,PHI,NL,44,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +wilsodo01,1973,1,HOU,NL,37,79,4,14,4,0,0,5,0,0,1,32,0,0,6,0,1 +winfida01,1973,1,SDN,NL,56,141,9,39,4,1,3,12,0,0,12,19,1,0,0,1,5 +wiseri01,1973,1,SLN,NL,35,88,12,17,3,1,3,14,0,0,5,36,0,2,6,1,1 +wohlfji01,1973,1,KCA,AL,45,109,21,29,1,3,2,10,1,1,11,12,0,0,3,0,2 +woodsdi01,1973,1,MIN,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +woodsro01,1973,1,MON,NL,135,318,45,73,11,3,3,31,12,6,56,34,3,0,10,1,3 +woodwi01,1973,1,CHA,AL,49,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wrighcl01,1973,1,CAL,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wrighke01,1973,1,KCA,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wynnji01,1973,1,HOU,NL,139,481,90,106,14,5,20,55,14,11,91,102,9,4,1,4,11 +yastrca01,1973,1,BOS,AL,152,540,82,160,25,4,19,95,9,7,105,58,13,0,1,6,19 +yeagest01,1973,1,LAN,NL,54,134,18,34,5,0,2,10,1,0,15,33,1,3,1,1,4 +yorkji01,1973,1,HOU,NL,41,5,1,0,0,0,0,0,0,0,1,2,0,0,1,0,0 +zachach02,1973,1,PIT,NL,6,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +zahnge01,1973,1,LAN,NL,6,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +ziskri01,1973,1,PIT,NL,103,333,44,108,23,7,10,54,0,0,21,63,0,0,0,0,8 +aaronha01,1974,1,ATL,NL,112,340,47,91,16,0,20,69,1,0,39,29,6,0,1,2,6 +abbotgl01,1974,1,OAK,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +acostcy01,1974,1,CHA,AL,27,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +akerja01,1974,1,ATL,NL,17,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +akerja01,1974,2,NYN,NL,24,2,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0 +alburvi01,1974,1,MIN,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +alexado01,1974,1,BAL,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +alexama01,1974,1,CHN,NL,45,54,15,11,2,1,0,0,8,4,12,12,1,1,7,0,2 +allendi01,1974,1,CHA,AL,128,462,84,139,23,1,32,88,7,1,57,89,9,1,0,5,16 +allenll01,1974,1,TEX,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +allenll01,1974,2,CHA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +almonbi01,1974,1,SDN,NL,16,38,4,12,1,0,0,3,1,0,2,9,0,0,0,0,0 +alomasa01,1974,1,CAL,AL,46,54,12,12,0,1,0,1,2,0,2,8,0,0,1,0,1 +alomasa01,1974,2,NYA,AL,76,279,35,75,8,0,1,27,6,4,14,25,0,0,4,2,6 +aloufe01,1974,1,ML4,AL,3,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +alouje01,1974,1,OAK,AL,96,220,13,59,8,0,2,15,0,0,5,9,1,2,3,2,9 +alouma01,1974,1,SDN,NL,48,81,8,16,3,0,0,3,0,0,5,6,1,0,1,1,3 +alvarlu01,1974,1,CHA,AL,8,10,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +alvarlu01,1974,2,SLN,NL,17,36,3,5,2,0,0,1,0,0,2,6,0,0,1,1,1 +alvarlu01,1974,3,CLE,AL,61,114,12,25,2,0,0,12,1,1,6,14,0,0,4,1,3 +alvaror01,1974,1,LAN,NL,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +anderdw01,1974,1,CLE,AL,2,3,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +anderla01,1974,1,ML4,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +andermi01,1974,1,PHI,NL,145,395,35,99,22,2,5,34,2,1,37,75,13,0,0,3,14 +apodabo01,1974,1,NYN,NL,35,25,2,3,2,0,0,2,0,0,3,6,0,0,1,1,0 +arlinst01,1974,1,SDN,NL,16,18,0,2,1,0,0,0,0,0,0,7,0,0,1,0,1 +arlinst01,1974,2,CLE,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +armbred01,1974,1,CIN,NL,9,7,0,2,0,0,0,0,0,0,1,1,0,0,0,0,0 +arnolch01,1974,1,SFN,NL,78,174,22,42,7,3,1,26,1,1,15,27,1,1,0,2,1 +ashbyal01,1974,1,CLE,AL,10,7,1,1,0,0,0,0,0,0,1,2,0,0,0,0,0 +auerbri01,1974,1,LAN,NL,45,73,12,25,0,0,1,4,4,2,8,9,0,0,1,0,4 +augusda01,1974,1,PIT,NL,18,22,3,4,0,0,0,0,0,1,0,5,0,0,0,0,1 +ayalabe01,1974,1,NYN,NL,23,68,9,16,1,0,2,8,0,0,7,17,0,1,0,2,3 +bahnsst01,1974,1,CHA,AL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bailebo01,1974,1,MON,NL,152,507,69,142,20,2,20,73,4,7,100,107,9,1,1,5,22 +bakerdu01,1974,1,ATL,NL,149,574,80,147,35,0,20,69,18,7,71,87,9,1,3,7,12 +bakerfr03,1974,1,BAL,AL,24,29,3,5,1,0,0,0,0,0,3,5,0,0,0,0,1 +balazjo01,1974,1,CAL,AL,14,42,4,10,0,0,1,5,0,0,2,10,0,1,1,0,0 +bandosa01,1974,1,OAK,AL,146,498,84,121,21,2,22,103,2,3,86,79,4,5,1,13,10 +baneydi01,1974,1,CIN,NL,22,5,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +bannial01,1974,1,PHI,NL,26,25,4,3,0,0,0,1,0,0,3,7,0,1,0,0,0 +barbest01,1974,1,SFN,NL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barera01,1974,1,SLN,NL,10,5,1,1,0,0,0,1,0,0,0,4,0,0,0,0,0 +barrifr01,1974,1,CHA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barrji01,1974,1,SFN,NL,56,71,7,18,3,0,1,3,0,0,5,17,0,0,6,0,0 +barrst01,1974,1,BOS,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bartobo01,1974,1,SDN,NL,30,81,4,19,1,0,0,7,0,0,13,19,1,0,0,2,2 +baylodo01,1974,1,BAL,AL,137,489,66,133,22,1,10,59,29,12,43,56,6,10,3,4,10 +beardmi01,1974,1,ATL,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +beckegl01,1974,1,SDN,NL,64,172,11,44,1,0,0,7,0,0,11,8,0,0,1,0,1 +beenefr01,1974,1,NYA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +beenefr01,1974,2,CLE,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +belanma01,1974,1,BAL,AL,155,493,54,111,14,4,5,36,17,7,51,69,0,2,20,4,4 +bellbu01,1974,1,CLE,AL,116,423,51,111,15,1,7,46,1,3,35,29,1,3,8,2,14 +bellje01,1974,1,ML4,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +benchjo01,1974,1,CIN,NL,160,621,108,174,38,2,33,129,5,4,80,90,15,3,0,4,13 +beniqju01,1974,1,BOS,AL,106,389,60,104,14,3,5,33,19,11,25,61,2,1,7,1,9 +berryke01,1974,1,ML4,AL,98,267,21,64,9,2,1,24,3,1,18,26,0,3,2,0,5 +bevacku01,1974,1,PIT,NL,18,35,1,4,1,0,0,0,0,0,2,10,1,0,0,0,3 +bevacku01,1974,2,KCA,AL,39,90,10,19,0,0,0,3,1,1,9,20,0,1,0,0,3 +bibbyji01,1974,1,TEX,AL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +biittla01,1974,1,MON,NL,18,26,2,7,1,0,0,3,0,0,0,2,0,0,1,0,0 +billidi01,1974,1,TEX,AL,16,31,2,7,1,0,0,0,2,0,4,6,0,0,0,0,1 +billidi01,1974,2,SLN,NL,1,5,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +billija01,1974,1,CIN,NL,36,67,0,5,0,0,0,1,0,0,1,31,0,0,11,0,1 +birddo01,1974,1,KCA,AL,55,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +blackti01,1974,1,BOS,AL,44,122,9,30,1,1,0,8,1,1,10,21,1,1,2,0,3 +blairde01,1974,1,MON,NL,22,51,5,6,1,0,0,2,0,0,3,25,0,0,6,1,0 +blairpa01,1974,1,BAL,AL,151,552,77,144,27,4,17,62,27,9,43,59,0,2,11,7,11 +blancda01,1974,1,SFN,NL,5,1,0,0,0,0,0,0,1,0,0,1,0,0,0,0,0 +blancos01,1974,1,CLE,AL,18,36,1,7,0,0,0,2,0,3,7,4,0,0,0,0,1 +blankla01,1974,1,ATL,NL,3,8,0,2,0,0,0,1,0,0,0,0,0,0,0,0,0 +blassst01,1974,1,PIT,NL,1,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +blombro01,1974,1,NYA,AL,90,264,39,82,11,2,10,48,2,1,29,33,2,2,0,6,5 +bluevi01,1974,1,OAK,AL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +blylebe01,1974,1,MIN,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +boccajo01,1974,1,SFN,NL,29,80,6,11,3,0,0,5,0,0,4,6,2,0,0,1,2 +bochtbr01,1974,1,CAL,AL,57,196,24,53,4,1,5,26,6,3,18,23,0,1,4,2,6 +boiscbr01,1974,1,NYN,NL,7,12,0,3,1,0,0,1,0,0,1,4,0,0,0,0,1 +bondsbo01,1974,1,SFN,NL,150,567,97,145,22,8,21,71,41,11,95,134,8,4,0,4,4 +bonhabi01,1974,1,CHN,NL,48,84,8,12,2,0,0,4,0,0,2,25,0,0,5,0,4 +boonebo01,1974,1,PHI,NL,146,488,41,118,24,3,3,52,3,1,35,29,9,4,9,5,16 +borbope01,1974,1,CIN,NL,73,26,4,5,0,0,0,2,0,0,0,7,0,0,1,0,0 +borgmgl01,1974,1,MIN,AL,128,345,33,87,8,1,3,45,2,1,39,44,0,1,3,8,9 +bosmadi01,1974,1,CLE,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bosweke01,1974,1,NYN,NL,96,222,19,48,6,1,2,15,0,1,18,19,1,1,2,1,8 +bourqpa01,1974,1,OAK,AL,73,96,6,22,4,0,1,16,0,2,15,20,1,0,0,2,1 +bourqpa01,1974,2,MIN,AL,23,64,5,14,2,0,1,8,0,0,7,11,0,0,0,0,2 +bowala01,1974,1,PHI,NL,162,669,97,184,19,10,1,36,39,11,23,52,0,1,20,4,11 +bradfbu01,1974,1,CHA,AL,39,96,16,32,2,0,5,10,1,2,13,11,0,1,1,1,3 +bradlto01,1974,1,SFN,NL,30,40,2,3,1,0,0,0,0,0,3,19,0,0,6,0,0 +braunst01,1974,1,MIN,AL,129,453,53,127,12,1,8,40,4,4,56,51,4,2,4,1,6 +breedha01,1974,1,MON,NL,79,190,14,47,13,0,2,20,0,1,24,35,0,0,0,1,7 +brettge01,1974,1,KCA,AL,133,457,49,129,21,5,2,47,8,5,21,38,3,0,6,2,9 +brettke01,1974,1,PIT,NL,43,87,13,27,4,1,2,15,0,0,4,20,0,0,3,1,0 +breweji01,1974,1,LAN,NL,24,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +briggjo02,1974,1,ML4,AL,154,554,72,140,30,8,17,73,9,7,71,102,2,0,1,2,8 +brilene01,1974,1,KCA,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brinkch01,1974,1,CHA,AL,8,14,1,2,0,0,0,0,0,0,1,3,0,0,0,0,1 +brinkch01,1974,2,PIT,NL,4,7,1,1,0,0,0,1,0,0,0,0,0,0,0,1,0 +brinked01,1974,1,DET,AL,153,502,55,111,15,3,14,54,2,0,29,71,0,3,9,3,12 +brobepe01,1974,1,TEX,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brocklo01,1974,1,SLN,NL,153,635,105,194,25,7,3,48,118,33,61,88,16,2,2,1,8 +brohaja01,1974,1,CLE,AL,101,315,33,85,11,1,2,30,2,1,26,22,0,3,4,2,4 +brownga01,1974,1,DET,AL,73,99,7,24,2,0,4,17,0,0,10,15,2,0,0,0,1 +brownik01,1974,1,DET,AL,2,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brownja01,1974,1,TEX,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brownla01,1974,1,TEX,AL,54,76,10,15,2,0,0,5,0,0,9,13,0,0,1,1,5 +brownol02,1974,1,HOU,NL,27,69,8,15,1,0,3,6,0,0,4,15,0,0,0,0,2 +brownol02,1974,2,PHI,NL,43,99,11,24,5,2,4,13,0,1,6,20,1,0,0,0,5 +bryanro01,1974,1,SFN,NL,41,31,1,4,0,0,0,2,0,0,1,8,0,0,4,0,0 +bryest01,1974,1,MIN,AL,135,488,52,138,32,1,2,41,1,3,22,59,1,5,3,3,12 +bucknbi01,1974,1,LAN,NL,145,580,83,182,30,3,7,58,31,13,30,24,10,4,4,2,13 +bumbral01,1974,1,BAL,AL,94,270,35,63,10,3,1,19,12,4,21,46,2,1,3,3,3 +burgmto01,1974,1,MIN,AL,51,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +burleri01,1974,1,BOS,AL,114,384,36,109,22,0,4,44,3,3,21,34,0,2,3,5,13 +burrira01,1974,1,CHN,NL,41,13,0,1,0,0,0,0,0,1,2,4,0,0,1,0,0 +burroje01,1974,1,TEX,AL,152,554,84,167,33,2,25,118,2,3,91,104,12,5,0,12,17 +busbyst01,1974,1,KCA,AL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +busketo01,1974,1,NYA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +busketo01,1974,2,CLE,AL,51,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bussera01,1974,1,HOU,NL,19,34,3,7,1,0,0,0,0,0,3,12,0,0,0,0,2 +butlebi02,1974,1,MIN,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cabelen01,1974,1,BAL,AL,80,174,24,42,4,2,3,17,5,3,7,20,1,0,1,1,6 +caldwmi01,1974,1,SFN,NL,31,63,4,9,0,0,0,2,0,0,2,15,0,0,7,0,1 +campabe01,1974,1,OAK,AL,134,527,77,153,18,8,2,41,34,15,47,81,2,0,11,2,6 +campbbi02,1974,1,MIN,AL,63,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +campbda01,1974,1,HOU,NL,35,23,4,2,1,0,0,2,1,0,1,8,0,0,1,0,0 +cannich01,1974,1,SDN,NL,26,60,2,11,1,0,0,4,0,0,6,11,0,0,1,0,3 +caprabu01,1974,1,ATL,NL,39,67,4,11,0,0,0,1,0,0,8,23,0,0,7,0,0 +carbobe01,1974,1,BOS,AL,117,338,40,84,20,0,12,61,4,3,58,90,7,4,1,1,9 +cardejo02,1974,1,CHN,NL,143,542,75,159,35,3,13,72,23,9,56,67,3,1,2,3,18 +cardele01,1974,1,TEX,AL,34,92,5,25,3,0,0,7,1,0,2,14,1,0,1,0,2 +carewro01,1974,1,MIN,AL,153,599,86,218,30,5,3,55,38,16,74,49,9,1,13,3,17 +carltst01,1974,1,PHI,NL,39,102,7,25,3,0,0,9,0,1,0,16,0,0,7,3,1 +carrido01,1974,1,MON,NL,22,14,0,4,0,0,0,2,0,0,0,3,0,0,1,0,0 +carrocl02,1974,1,CIN,NL,57,18,1,3,0,0,0,1,0,0,0,8,0,0,0,0,0 +carroto02,1974,1,CIN,NL,16,26,0,4,0,0,0,0,0,0,1,14,0,0,2,0,0 +cartega01,1974,1,MON,NL,9,27,5,11,0,1,1,6,2,0,1,2,0,0,0,1,0 +cartyri01,1974,1,CLE,AL,33,91,6,33,5,0,1,16,0,0,5,9,0,0,0,0,4 +casanpa01,1974,1,ATL,NL,42,104,5,21,0,0,0,8,0,0,5,17,2,0,1,3,2 +cashda01,1974,1,PHI,NL,162,687,89,206,26,11,2,58,20,8,46,33,4,9,1,2,11 +cashno01,1974,1,DET,AL,53,149,17,34,3,2,7,12,1,1,19,30,2,3,1,0,1 +cashro01,1974,1,DET,AL,20,62,6,14,2,0,0,5,0,1,0,11,0,0,0,1,2 +castrbi01,1974,1,ML4,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +caterda01,1974,1,BOS,AL,56,126,14,31,5,0,5,20,1,0,10,13,1,2,1,1,5 +cedence01,1974,1,HOU,NL,160,610,95,164,29,5,26,102,57,17,64,103,6,4,2,8,9 +cepedor01,1974,1,KCA,AL,33,107,3,23,5,0,1,18,1,0,9,16,0,1,0,0,5 +ceyro01,1974,1,LAN,NL,159,577,88,151,20,2,18,97,1,1,76,68,13,7,3,10,17 +chalkda01,1974,1,CAL,AL,133,465,44,117,9,3,5,31,10,10,30,57,1,7,9,4,18 +chambch01,1974,1,CLE,AL,17,67,8,22,4,0,0,7,0,1,5,5,1,0,0,0,1 +chambch01,1974,2,NYA,AL,110,400,38,97,16,3,6,43,0,0,23,43,1,0,2,2,9 +champbi01,1974,1,ML4,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chaneda01,1974,1,CIN,NL,117,135,27,27,6,1,2,16,1,2,26,33,6,0,2,1,2 +chrisla01,1974,1,PHI,NL,10,4,0,0,0,0,0,0,0,0,0,4,0,0,1,0,0 +clarkho01,1974,1,NYA,AL,24,47,3,11,1,0,0,1,1,0,4,5,0,0,2,0,1 +clarkho01,1974,2,SDN,NL,42,90,5,17,1,0,0,4,0,0,8,6,0,0,1,0,0 +clemola01,1974,1,BOS,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clevere01,1974,1,BOS,AL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clinege01,1974,1,PIT,NL,107,276,29,62,5,1,0,14,14,2,30,40,2,4,4,3,11 +clydeda01,1974,1,TEX,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +coggiri01,1974,1,BAL,AL,113,411,53,100,13,3,4,32,26,6,29,31,3,5,7,3,6 +colbena01,1974,1,SDN,NL,119,368,53,76,16,0,14,54,10,2,62,108,6,1,1,5,10 +colboji01,1974,1,ML4,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +colemjo05,1974,1,DET,AL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +colucbo01,1974,1,ML4,AL,138,394,42,88,13,4,6,31,15,9,43,61,2,3,10,0,7 +conceda01,1974,1,CIN,NL,160,594,70,167,25,1,14,82,41,6,44,79,10,6,5,4,20 +coopece01,1974,1,BOS,AL,121,414,55,114,24,1,8,43,2,5,32,74,3,1,5,2,3 +corbira01,1974,1,MIN,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +corkimi01,1974,1,SDN,NL,30,8,0,0,0,0,0,0,0,0,3,4,0,0,1,0,0 +correvi01,1974,1,ATL,NL,73,202,20,48,15,1,4,29,0,0,21,38,3,4,1,3,5 +cosgrmi01,1974,1,HOU,NL,45,18,1,1,0,0,0,0,0,0,2,6,0,0,2,0,0 +cowenal01,1974,1,KCA,AL,110,269,28,65,7,1,1,25,5,0,23,38,0,1,2,1,10 +coxji01,1974,1,MON,NL,77,236,29,52,9,1,2,26,2,3,23,36,2,1,6,4,7 +coxla01,1974,1,PHI,NL,30,53,5,9,2,0,0,4,0,0,4,9,0,1,0,0,1 +cramje01,1974,1,NYN,NL,10,3,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +crawfwi01,1974,1,LAN,NL,139,468,73,138,23,4,11,61,7,8,64,88,9,0,3,5,9 +cromawa01,1974,1,MON,NL,8,17,2,3,0,0,0,0,1,0,3,3,0,0,0,0,0 +crosbed01,1974,1,CLE,AL,37,86,11,18,3,0,0,6,0,1,6,12,0,0,2,1,1 +crowlte01,1974,1,CIN,NL,84,125,11,30,12,0,1,20,1,0,10,16,0,1,0,4,4 +cruzjo01,1974,1,SLN,NL,107,161,24,42,4,3,5,20,4,2,20,27,5,0,0,1,3 +cubbami01,1974,1,TEX,AL,9,15,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +cuellmi01,1974,1,BAL,AL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +culvege01,1974,1,PHI,NL,14,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +cumbejo01,1974,1,CAL,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +curtijo01,1974,1,SLN,NL,34,63,7,10,1,0,0,2,0,0,4,30,0,0,6,0,2 +dacqujo01,1974,1,SFN,NL,39,71,7,8,1,0,1,3,0,1,9,40,0,0,2,1,0 +dalcabr01,1974,1,KCA,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +darcypa01,1974,1,CIN,NL,6,3,1,1,0,0,0,0,0,0,0,0,0,0,1,0,0 +darwibo01,1974,1,MIN,AL,152,575,67,152,13,7,25,94,1,3,37,127,2,14,0,4,12 +davalvi01,1974,1,OAK,AL,17,23,0,4,0,0,0,1,0,0,2,2,1,0,0,1,0 +davanje01,1974,1,SLN,NL,30,40,4,6,1,0,0,4,0,1,4,5,0,2,0,1,1 +davisto02,1974,1,BAL,AL,158,626,67,181,20,1,11,84,6,2,34,49,9,3,3,7,20 +daviswi02,1974,1,MON,NL,153,611,86,180,27,9,12,89,25,7,27,69,9,3,2,11,8 +daybo01,1974,1,MON,NL,52,65,8,12,0,0,0,2,0,0,5,8,0,0,1,1,2 +decindo01,1974,1,BAL,AL,1,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +deckejo01,1974,1,MIN,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +deideji01,1974,1,NYA,AL,2,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1 +dejesiv01,1974,1,LAN,NL,3,3,1,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +delosra01,1974,1,HOU,NL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +demerla01,1974,1,PIT,NL,21,33,4,5,1,1,0,3,0,0,2,15,0,0,3,0,1 +demoldo01,1974,1,MON,NL,25,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dempsri01,1974,1,NYA,AL,43,109,12,26,3,0,2,12,1,0,8,7,0,0,1,1,5 +dennyjo01,1974,1,SLN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dentbu01,1974,1,CHA,AL,154,496,55,136,15,3,5,45,3,4,28,48,0,3,23,2,9 +dettoto01,1974,1,CHN,NL,16,20,1,5,1,0,0,5,0,0,3,4,0,0,1,0,1 +didiebo01,1974,1,BOS,AL,5,14,0,1,0,0,0,1,0,0,2,1,2,0,0,1,0 +dierkla01,1974,1,HOU,NL,33,71,2,14,3,0,0,7,0,0,1,27,0,0,11,0,0 +dilonmi01,1974,1,PIT,NL,12,2,3,0,0,0,0,0,2,0,1,0,0,0,0,0,0 +dioriro01,1974,1,PHI,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dobsoch01,1974,1,CAL,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dobsopa01,1974,1,NYA,AL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +doherjo01,1974,1,CAL,AL,74,223,20,57,14,1,3,15,2,1,8,13,1,0,4,1,3 +donaljo01,1974,1,OAK,AL,10,15,1,2,0,0,0,0,0,0,0,0,0,0,0,0,0 +downial01,1974,1,LAN,NL,21,29,3,5,0,0,0,2,0,0,1,11,0,0,3,1,1 +downibr01,1974,1,CHA,AL,108,293,41,66,12,1,10,39,0,1,51,72,3,2,4,0,11 +doylede01,1974,1,CAL,AL,147,511,47,133,19,2,1,34,6,7,25,49,2,1,9,2,7 +dragodi01,1974,1,BOS,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +driesda01,1974,1,CIN,NL,150,470,63,132,23,6,7,56,10,5,48,62,5,1,1,3,9 +duffyfr01,1974,1,CLE,AL,158,549,62,128,18,0,8,48,7,8,30,64,0,0,16,1,10 +duncada01,1974,1,CLE,AL,136,425,45,85,10,1,16,46,0,4,42,91,3,2,3,2,12 +dunnist01,1974,1,TEX,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dunnro01,1974,1,CHN,NL,23,68,6,20,7,0,2,15,0,0,12,8,3,0,0,0,5 +dwyerji01,1974,1,SLN,NL,74,86,13,24,1,0,2,11,0,0,11,16,2,1,0,2,1 +dyerdu01,1974,1,NYN,NL,63,142,14,30,1,1,0,10,0,0,18,15,2,1,0,1,6 +easlemi01,1974,1,HOU,NL,15,15,0,1,0,0,0,0,0,0,0,5,0,0,0,0,1 +easteja01,1974,1,ATL,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +eastwra01,1974,1,CIN,NL,8,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +edwarjo01,1974,1,HOU,NL,50,117,8,26,7,1,1,10,1,1,11,12,3,1,0,1,1 +eganto01,1974,1,CAL,AL,43,94,4,11,0,0,0,4,1,0,8,40,0,1,6,0,3 +ellinbr01,1974,1,CLE,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +elliora01,1974,1,SDN,NL,13,33,5,7,1,0,1,2,0,1,7,9,1,0,1,0,0 +ellisdo01,1974,1,PIT,NL,30,56,6,12,1,0,0,4,0,0,8,15,0,0,5,0,1 +ellisjo01,1974,1,CLE,AL,128,477,58,136,23,6,10,64,1,2,32,53,3,1,1,2,16 +ellisro01,1974,1,ML4,AL,22,48,4,14,2,0,0,4,0,0,4,11,0,0,0,0,0 +enyarte01,1974,1,MON,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +epstemi01,1974,1,CAL,AL,18,62,10,10,2,0,4,6,0,0,10,13,0,1,0,0,0 +espinni01,1974,1,NYN,NL,2,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +essiaji01,1974,1,PHI,NL,17,20,1,2,0,0,0,0,0,0,2,1,0,0,0,0,1 +etchean01,1974,1,BAL,AL,62,180,13,40,8,0,2,15,1,0,6,26,0,1,1,2,3 +evansda01,1974,1,ATL,NL,160,571,99,137,21,3,25,79,4,2,126,88,9,6,4,3,11 +evansdw01,1974,1,BOS,AL,133,463,60,130,19,8,10,70,4,4,38,77,2,2,6,5,9 +faheybi01,1974,1,TEX,AL,6,16,1,4,0,0,0,0,0,0,0,1,0,0,1,0,0 +fairlro01,1974,1,MON,NL,101,282,35,69,9,1,12,43,2,1,57,28,6,1,1,1,7 +fanzoca01,1974,1,CHN,NL,65,158,13,30,6,0,4,22,0,1,15,27,1,2,2,3,2 +farmeed01,1974,1,PHI,NL,14,9,0,1,0,0,0,1,0,0,0,5,0,0,0,0,0 +fergujo01,1974,1,LAN,NL,111,349,54,88,14,1,16,57,2,2,75,73,10,0,1,5,11 +ferrese01,1974,1,MIN,AL,24,57,12,16,0,2,0,0,3,2,8,6,0,1,2,0,0 +fifeda01,1974,1,MIN,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +figueed01,1974,1,CAL,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fingero01,1974,1,OAK,AL,76,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fiskca01,1974,1,BOS,AL,52,187,36,56,12,1,11,26,5,1,24,23,2,2,2,1,5 +fitzmal01,1974,1,KCA,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +floydbo01,1974,1,KCA,AL,10,9,1,1,0,0,0,0,0,0,2,4,0,0,0,0,0 +foliti01,1974,1,MON,NL,121,441,41,112,10,3,0,39,8,2,28,27,0,3,17,4,10 +folkeri01,1974,1,SLN,NL,55,10,0,1,0,0,0,0,0,0,0,3,0,0,1,0,0 +footeba01,1974,1,MON,NL,125,420,44,110,23,4,11,60,2,1,35,74,11,3,2,12,18 +forscbo01,1974,1,SLN,NL,20,29,1,7,1,0,0,1,1,0,2,11,0,0,6,0,0 +forscke01,1974,1,HOU,NL,70,7,0,0,0,0,0,0,0,0,1,3,0,0,1,0,0 +forstte01,1974,1,CHA,AL,59,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fossera01,1974,1,OAK,AL,69,204,20,40,8,3,4,23,1,1,11,31,1,2,2,3,6 +fosteal01,1974,1,SLN,NL,33,48,4,8,0,0,0,2,0,0,2,7,0,0,7,0,0 +fostege01,1974,1,CIN,NL,106,276,31,73,18,0,7,41,3,2,30,52,5,4,2,2,8 +fostele01,1974,1,ATL,NL,72,112,16,22,2,0,1,5,1,2,9,22,0,0,2,1,3 +foucast01,1974,1,TEX,AL,69,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +frailke01,1974,1,CHN,NL,58,31,4,8,0,0,0,6,0,0,1,10,0,0,4,0,0 +freedro01,1974,1,CIN,NL,6,6,1,2,0,0,1,3,0,0,1,1,0,0,0,0,1 +freehbi01,1974,1,DET,AL,130,445,58,132,17,5,18,60,2,0,42,44,2,5,6,4,12 +fregoji01,1974,1,TEX,AL,78,230,31,60,5,0,12,34,0,1,22,41,4,0,0,1,11 +freisda01,1974,1,SDN,NL,33,64,4,11,2,1,0,3,0,0,7,20,0,0,9,0,2 +friaspe01,1974,1,MON,NL,75,112,12,24,4,1,0,7,1,0,7,10,3,0,0,1,0 +friseda01,1974,1,ATL,NL,36,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +frymawo01,1974,1,DET,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fuentti01,1974,1,SFN,NL,108,390,33,97,15,2,0,22,7,3,22,32,0,3,12,1,12 +fulleji01,1974,1,BAL,AL,64,189,17,42,11,0,7,28,1,0,8,68,2,3,2,0,4 +fullejo01,1974,1,ATL,NL,3,3,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +gagliph01,1974,1,CIN,NL,46,31,2,2,0,0,0,0,0,0,15,7,1,0,0,0,0 +gallabo01,1974,1,HOU,NL,102,87,13,15,2,0,0,3,1,0,12,23,1,1,2,0,1 +gamblos01,1974,1,CLE,AL,135,454,74,132,16,4,19,59,5,6,48,51,10,5,0,2,7 +garbege01,1974,1,KCA,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +garbege01,1974,2,PHI,NL,34,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +garcipe01,1974,1,ML4,AL,141,452,46,90,15,4,12,54,8,5,26,67,4,5,7,4,5 +garcira02,1974,1,SDN,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +garlawa01,1974,1,BAL,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +garmami01,1974,1,SLN,NL,64,10,1,1,0,0,0,0,0,0,0,2,0,0,1,0,1 +garneph01,1974,1,OAK,AL,30,28,4,5,1,0,0,1,1,1,1,5,0,0,1,0,0 +garread01,1974,1,CHN,NL,10,8,0,0,0,0,0,0,0,0,1,1,0,0,0,0,1 +garrewa01,1974,1,NYN,NL,151,522,55,117,14,3,13,53,4,6,89,96,7,2,2,4,6 +garrra01,1974,1,ATL,NL,143,606,87,214,24,17,11,54,26,16,28,52,10,2,8,1,6 +garvest01,1974,1,LAN,NL,156,642,95,200,32,3,21,111,5,4,31,66,4,3,1,8,8 +gasparo01,1974,1,SDN,NL,33,14,4,3,0,0,0,1,0,0,4,3,0,0,0,0,0 +gastoci01,1974,1,SDN,NL,106,267,19,57,11,0,6,33,0,0,16,51,2,1,3,2,6 +gebhabo01,1974,1,MON,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gentrga01,1974,1,ATL,NL,3,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gerharu01,1974,1,SDN,NL,23,6,0,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +geronce01,1974,1,CIN,NL,150,474,73,133,17,8,7,54,9,5,46,96,11,2,5,3,8 +gibsobo01,1974,1,SLN,NL,33,81,6,17,4,1,0,6,0,1,3,19,0,0,1,2,1 +gilbrbi01,1974,1,CAL,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gilbrro01,1974,1,ATL,NL,3,6,2,2,0,0,0,0,0,0,2,0,0,0,1,0,0 +giustda01,1974,1,PIT,NL,64,9,0,1,0,0,0,2,0,0,1,1,0,0,1,0,1 +godbyda01,1974,1,SLN,NL,13,13,2,2,0,0,0,1,0,0,3,4,1,0,0,1,0 +goggich01,1974,1,BOS,AL,2,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +gogolbi01,1974,1,CLE,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +goltzda01,1974,1,MIN,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gomezlu01,1974,1,MIN,AL,82,168,18,35,1,0,0,3,2,3,12,16,0,0,6,0,2 +gonzafe01,1974,1,KCA,AL,9,21,1,3,1,0,0,2,1,0,0,4,0,0,0,0,0 +gonzafe01,1974,2,NYA,AL,51,121,11,26,5,1,1,7,0,0,7,7,0,0,2,0,3 +goodsed01,1974,1,SFN,NL,98,298,25,81,15,0,6,48,1,0,18,22,6,3,1,0,7 +gosgeji01,1974,1,NYN,NL,26,33,3,3,0,0,0,0,0,0,3,2,1,0,1,0,2 +gossari01,1974,1,CHA,AL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grababi01,1974,1,PHI,NL,34,30,7,4,0,0,1,2,3,1,5,10,0,0,0,0,0 +grababi01,1974,2,CHN,NL,53,125,21,31,3,2,1,12,1,2,21,28,2,1,1,1,0 +grangwa01,1974,1,CHA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +greendi01,1974,1,OAK,AL,100,287,20,61,8,2,2,22,2,3,22,50,0,0,6,0,8 +greifbi01,1974,1,SDN,NL,46,56,3,4,0,0,0,0,0,0,10,23,0,0,9,0,1 +grichbo01,1974,1,BAL,AL,160,582,92,153,29,6,19,82,17,11,90,117,6,20,7,8,15 +grievto01,1974,1,TEX,AL,84,259,30,66,10,4,9,32,0,0,20,48,1,2,5,2,9 +griffdo01,1974,1,BOS,AL,93,312,35,83,12,4,0,33,2,8,28,21,3,2,6,1,7 +griffke01,1974,1,CIN,NL,88,227,24,57,9,5,2,19,9,4,27,43,2,1,1,0,2 +griffto02,1974,1,HOU,NL,37,68,11,20,5,0,2,8,0,0,2,24,0,1,9,0,1 +grimsro02,1974,1,BAL,AL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grossgr01,1974,1,HOU,NL,156,589,78,185,21,8,0,36,12,20,76,39,4,1,9,1,13 +groteje01,1974,1,NYN,NL,97,319,25,82,8,1,5,36,0,1,33,33,4,2,4,5,11 +grubbjo01,1974,1,SDN,NL,140,444,53,127,20,4,8,42,4,0,46,47,2,4,4,5,4 +guerrma01,1974,1,BOS,AL,93,284,18,70,6,2,0,23,3,1,13,22,0,2,3,2,12 +gulledo01,1974,1,CIN,NL,39,80,8,19,2,0,0,10,0,1,6,19,0,0,10,1,0 +gurala01,1974,1,NYA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hahndo01,1974,1,NYN,NL,110,323,34,81,14,1,4,28,2,0,37,34,5,1,3,2,10 +hairsje01,1974,1,CHA,AL,45,109,8,25,7,0,0,8,0,2,13,18,0,0,3,0,2 +halejo01,1974,1,LAN,NL,4,4,2,4,1,0,0,2,0,0,0,0,0,0,0,0,0 +haliced01,1974,1,SFN,NL,16,25,3,6,1,0,1,2,0,0,0,10,0,0,2,0,0 +hallto01,1974,1,CIN,NL,40,5,0,0,0,0,0,0,0,0,0,2,0,0,3,0,1 +hamilda01,1974,1,OAK,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hamptik01,1974,1,NYN,NL,4,4,0,0,0,0,0,1,0,0,0,1,0,0,0,1,0 +handsbi01,1974,1,MIN,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +handsbi01,1974,2,TEX,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +haneyla01,1974,1,OAK,AL,76,121,12,20,4,0,2,3,1,0,3,18,0,0,4,0,2 +hansebo01,1974,1,ML4,AL,58,88,8,26,4,1,2,9,2,1,3,16,0,0,0,0,0 +hardyla01,1974,1,SDN,NL,76,10,1,0,0,0,0,0,0,0,1,7,0,0,0,0,0 +hargast01,1974,1,TEX,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hargrmi01,1974,1,TEX,AL,131,415,57,134,18,6,4,66,0,0,49,42,4,4,4,5,11 +harmote01,1974,1,PHI,NL,27,15,5,2,0,0,0,0,0,0,3,3,0,0,2,0,0 +harpeto01,1974,1,BOS,AL,118,443,66,105,15,3,5,24,28,12,46,65,2,3,10,2,6 +harrato01,1974,1,TEX,AL,161,573,79,149,23,2,21,74,15,14,50,65,2,2,8,6,14 +harrebu01,1974,1,NYN,NL,106,331,48,75,10,0,1,13,9,4,71,39,1,2,8,0,5 +harriro01,1974,1,ATL,NL,20,38,5,7,0,0,3,5,0,1,2,12,0,0,6,0,0 +harrivi01,1974,1,CHN,NL,62,200,18,39,6,3,0,11,9,3,29,26,3,0,4,2,2 +hartji01,1974,1,NYA,AL,10,19,1,1,0,0,0,0,0,0,3,7,0,0,0,0,0 +hasslan01,1974,1,CAL,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +healyfr02,1974,1,KCA,AL,139,445,59,112,24,2,9,53,16,8,62,73,1,1,4,2,12 +hebneri01,1974,1,PIT,NL,146,550,97,160,21,6,18,68,0,3,60,53,5,6,5,7,13 +heganmi01,1974,1,NYA,AL,18,53,3,12,2,0,2,9,1,1,5,9,0,2,2,0,2 +heganmi01,1974,2,ML4,AL,89,190,21,45,7,1,7,32,0,4,33,34,4,0,1,2,1 +heideja01,1974,1,CLE,AL,12,11,2,1,0,0,0,0,0,0,0,2,0,0,0,0,1 +heideja01,1974,2,SLN,NL,47,70,8,19,1,0,0,3,0,0,5,10,0,0,2,0,1 +heintto01,1974,1,SLN,NL,38,74,10,17,4,0,1,6,0,0,9,14,0,0,0,0,0 +heisebo01,1974,1,SLN,NL,3,7,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1 +heisebo01,1974,2,CAL,AL,29,75,7,20,7,0,0,6,0,1,5,10,0,0,3,0,1 +helmsto01,1974,1,HOU,NL,137,452,32,126,21,1,5,50,5,4,23,27,7,1,1,4,13 +hendejo01,1974,1,CHA,AL,5,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hendeke01,1974,1,CHA,AL,162,602,76,176,35,5,20,95,12,7,66,112,9,2,2,8,16 +hendrel01,1974,1,BAL,AL,66,159,18,33,8,2,3,8,0,0,17,25,4,1,0,3,2 +hendrge01,1974,1,CLE,AL,139,495,65,138,23,1,19,67,6,4,33,73,4,1,0,5,17 +hermore01,1974,1,CLE,AL,48,122,15,27,3,1,0,5,2,2,7,7,0,0,5,1,1 +hernaen01,1974,1,SDN,NL,147,512,55,119,19,2,0,34,37,10,38,36,2,0,12,1,4 +hernaje01,1974,1,PHI,NL,27,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +hernake01,1974,1,SLN,NL,14,34,3,10,1,2,0,2,0,0,7,8,0,0,0,0,1 +hernara01,1974,1,PIT,NL,58,4,1,1,1,0,0,1,0,0,1,3,0,0,0,0,0 +herndla01,1974,1,SLN,NL,12,1,3,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +herrmed01,1974,1,CHA,AL,107,367,32,95,13,1,10,39,1,0,16,49,6,0,2,3,13 +hickmji02,1974,1,SLN,NL,50,60,5,16,0,0,2,4,0,0,8,10,0,0,0,0,3 +hilgeto01,1974,1,CLE,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hillejo01,1974,1,DET,AL,59,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hillma01,1974,1,SLN,NL,10,21,2,5,1,0,0,2,0,0,4,5,1,0,0,0,1 +hiltoda01,1974,1,SDN,NL,74,217,17,52,8,2,1,12,3,5,13,28,1,0,3,1,5 +hiserge01,1974,1,CHN,NL,12,17,2,4,1,0,0,1,0,0,0,3,0,0,0,0,0 +hislela01,1974,1,MIN,AL,143,510,68,146,20,7,19,79,12,6,48,112,5,8,4,6,14 +hodgero01,1974,1,NYN,NL,59,136,16,30,4,0,4,14,0,0,19,11,3,0,0,3,2 +hoernjo01,1974,1,KCA,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +holdsfr01,1974,1,DET,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +holtji01,1974,1,MIN,AL,79,197,24,50,11,0,0,16,0,0,14,16,2,1,0,3,6 +holtji01,1974,2,OAK,AL,30,42,1,6,0,0,0,0,0,0,1,9,0,1,1,0,0 +holtzke01,1974,1,OAK,AL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hooddo01,1974,1,BAL,AL,25,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hootele01,1974,1,OAK,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hootobu01,1974,1,CHN,NL,48,50,1,3,1,0,0,1,0,0,2,22,0,1,7,0,1 +hopkiga01,1974,1,LAN,NL,15,18,1,4,0,0,0,0,0,0,3,1,2,0,0,0,0 +hortowi01,1974,1,DET,AL,72,238,32,71,8,1,15,47,0,1,21,36,3,3,0,1,6 +hosleti01,1974,1,OAK,AL,11,7,3,2,0,0,0,1,0,0,1,2,0,0,1,1,0 +houghch01,1974,1,LAN,NL,49,12,0,0,0,0,0,0,0,0,1,2,0,0,3,0,0 +houseto01,1974,1,ATL,NL,56,10,1,4,0,0,0,2,0,0,0,2,0,0,3,0,0 +howardo01,1974,1,CAL,AL,22,39,5,9,0,1,0,5,1,0,2,1,0,0,1,0,3 +howarji01,1974,1,SFN,NL,6,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +howarwi01,1974,1,HOU,NL,64,111,19,24,4,0,2,5,4,5,5,18,0,0,0,0,3 +howear01,1974,1,PIT,NL,29,74,10,18,4,1,1,5,0,0,9,13,0,0,0,1,1 +howelro02,1974,1,TEX,AL,13,44,2,11,1,0,1,3,0,0,2,10,0,0,1,0,0 +hraboal01,1974,1,SLN,NL,66,13,2,4,0,1,0,2,0,0,0,2,0,0,1,0,0 +hudsore01,1974,1,LAN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hugheji03,1974,1,MIN,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hughete01,1974,1,BOS,AL,41,69,5,14,2,0,1,6,0,0,6,18,0,2,1,1,0 +humphte01,1974,1,MON,NL,20,52,3,10,3,0,0,3,0,0,4,9,0,0,1,1,0 +hundlra01,1974,1,MIN,AL,32,88,2,17,2,0,0,3,0,0,4,12,0,0,1,0,4 +hunteca01,1974,1,OAK,AL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +huntro01,1974,1,MON,NL,115,403,66,108,15,0,0,26,2,5,55,17,0,14,13,0,5 +huntro01,1974,2,SLN,NL,12,23,1,4,0,0,0,0,0,0,3,2,0,2,0,0,0 +hutsohe01,1974,1,CHN,NL,20,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +huttoto01,1974,1,PHI,NL,96,208,32,50,6,3,4,33,2,2,30,13,8,0,0,4,5 +iviemi01,1974,1,SDN,NL,12,34,1,3,0,0,1,3,0,0,2,8,0,0,0,0,0 +jacksgr01,1974,1,BAL,AL,49,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jacksre01,1974,1,OAK,AL,148,506,90,146,25,1,29,93,25,5,86,105,20,4,0,8,8 +jacksso01,1974,1,ATL,NL,5,7,0,3,0,0,0,0,0,1,0,0,0,0,0,0,0 +jeffeje01,1974,1,BAL,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jenkife01,1974,1,TEX,AL,41,2,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +jeterjo01,1974,1,CLE,AL,6,17,3,6,1,0,0,1,1,2,1,6,0,0,0,0,1 +jimenju01,1974,1,PIT,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnsal01,1974,1,TEX,AL,114,453,57,132,14,3,4,41,20,9,28,59,4,4,1,0,17 +johnsal01,1974,2,NYA,AL,10,28,3,6,1,0,1,2,0,0,0,3,0,0,0,0,0 +johnsba01,1974,1,CHA,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnsbo03,1974,1,CLE,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnscl01,1974,1,HOU,NL,83,171,26,39,4,1,10,29,0,1,33,45,1,3,0,3,5 +johnsda02,1974,1,ATL,NL,136,454,56,114,18,0,15,62,1,2,75,59,6,3,4,4,17 +johnsda03,1974,1,BAL,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnsde01,1974,1,OAK,AL,50,174,16,34,1,2,7,23,1,0,11,37,2,0,0,3,7 +johnsde01,1974,2,ML4,AL,49,152,14,23,3,0,6,18,1,0,21,41,2,0,0,1,4 +johnsde01,1974,3,BOS,AL,11,25,0,3,0,0,0,2,0,0,0,6,0,0,1,1,0 +johnsja01,1974,1,PHI,NL,64,200,30,59,10,4,6,30,5,5,24,28,4,0,0,0,2 +johnsje01,1974,1,HOU,NL,34,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +johnsla01,1974,1,CLE,AL,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnsla02,1974,1,CHA,AL,10,29,1,10,0,0,0,2,0,0,0,3,0,0,0,1,3 +johnsmi01,1974,1,SDN,NL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnsti01,1974,1,ML4,AL,93,245,25,60,7,7,0,25,4,3,11,48,1,1,6,2,2 +johnsto02,1974,1,MIN,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnto01,1974,1,LAN,NL,22,51,0,6,2,0,0,2,0,0,2,10,0,0,9,0,1 +jonesbo02,1974,1,TEX,AL,2,5,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +jonescl01,1974,1,NYN,NL,124,461,62,130,23,1,13,60,3,3,38,79,3,6,2,3,11 +jonesra01,1974,1,SDN,NL,46,65,4,10,1,0,0,2,0,0,2,29,0,0,3,0,0 +jorgemi01,1974,1,MON,NL,131,287,45,89,16,1,11,59,3,5,70,39,5,2,3,4,4 +joshuvo01,1974,1,LAN,NL,81,124,11,29,5,1,1,16,3,2,7,17,5,1,0,2,3 +jutzesk01,1974,1,HOU,NL,8,13,0,3,0,0,0,1,0,0,1,1,0,0,1,1,2 +kaatji01,1974,1,CHA,AL,42,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kalinal01,1974,1,DET,AL,147,558,71,146,28,2,13,64,2,2,65,75,2,1,1,5,12 +kellemi02,1974,1,HOU,NL,19,57,4,9,0,0,0,2,1,1,5,10,0,0,0,0,1 +kellypa01,1974,1,CHA,AL,122,424,60,119,16,3,4,21,18,11,46,58,0,2,4,0,10 +kendafr01,1974,1,SDN,NL,141,424,32,98,15,2,8,45,0,1,49,33,7,0,2,4,13 +kennejo03,1974,1,BOS,AL,10,15,3,2,0,0,1,1,0,0,1,6,0,0,0,0,2 +kenneju01,1974,1,CIN,NL,22,19,2,3,0,0,0,0,0,0,6,4,1,0,0,0,1 +kernji01,1974,1,CLE,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kessido01,1974,1,CHN,NL,153,599,83,155,20,7,1,42,7,7,62,54,7,4,7,1,14 +killeha01,1974,1,MIN,AL,122,333,28,74,7,0,13,54,0,0,45,61,6,0,0,4,12 +kingha01,1974,1,CIN,NL,20,17,1,3,1,0,0,3,0,0,3,4,0,0,0,0,0 +kingmda01,1974,1,SFN,NL,121,350,41,78,18,2,18,55,8,8,37,125,2,3,2,1,8 +kirbycl01,1974,1,CIN,NL,36,74,4,7,0,0,0,3,0,0,6,36,0,0,8,0,4 +kirkped01,1974,1,PIT,NL,116,271,32,67,9,0,6,38,1,2,51,30,13,2,4,3,4 +kirkwdo01,1974,1,CAL,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kisonbr01,1974,1,PIT,NL,40,37,1,4,1,0,0,0,0,0,3,17,0,2,2,0,0 +klinest01,1974,1,NYA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +klinest01,1974,2,CLE,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +knighra01,1974,1,CIN,NL,14,11,1,2,1,0,0,2,0,0,1,2,0,0,0,0,1 +knowlda01,1974,1,OAK,AL,45,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +knoxjo01,1974,1,DET,AL,55,88,11,27,1,1,0,6,5,4,6,13,0,0,1,0,4 +kobelke01,1974,1,ML4,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +koniedo01,1974,1,HOU,NL,6,4,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +koosmje01,1974,1,NYN,NL,35,86,5,16,2,1,0,5,0,0,7,29,0,0,10,0,2 +koscoan01,1974,1,CIN,NL,33,37,3,7,2,0,0,5,0,0,7,8,1,0,0,1,1 +kraneed01,1974,1,NYN,NL,94,217,20,65,11,1,4,24,1,0,18,14,0,0,0,2,5 +krausle02,1974,1,ATL,NL,29,6,1,2,0,0,1,2,0,0,2,2,0,0,2,0,0 +kremmji01,1974,1,CHN,NL,23,3,1,0,0,0,0,0,0,0,1,3,0,0,0,0,0 +kubiate01,1974,1,OAK,AL,99,220,22,46,3,0,0,18,1,1,18,15,0,0,4,1,10 +kucekja01,1974,1,CHA,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kuipedu01,1974,1,CLE,AL,10,22,7,11,2,0,0,4,1,1,2,2,0,0,0,0,1 +kusiccr01,1974,1,MIN,AL,76,201,36,48,7,1,8,26,0,0,35,36,1,1,0,1,5 +lacocpe01,1974,1,CHN,NL,35,110,9,20,4,1,1,8,0,0,12,16,2,1,2,0,2 +lacyle01,1974,1,LAN,NL,48,78,13,22,6,0,0,8,2,0,2,14,0,0,1,2,0 +lagrole01,1974,1,DET,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lahoujo01,1974,1,CAL,AL,127,325,46,88,16,3,13,44,4,5,47,57,3,3,1,1,6 +lamonge01,1974,1,DET,AL,60,92,9,20,4,0,3,8,0,0,7,19,0,0,1,0,1 +lanema01,1974,1,DET,AL,50,103,16,24,4,1,2,9,2,0,19,24,1,0,2,0,2 +langedi01,1974,1,CAL,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +larocda01,1974,1,CHN,NL,50,27,4,9,2,0,0,2,0,0,1,4,0,0,0,0,0 +lavelga01,1974,1,SFN,NL,10,2,0,0,0,0,0,0,0,0,0,2,0,0,2,0,0 +laxtobi01,1974,1,SDN,NL,30,5,0,1,0,0,0,0,0,0,1,3,0,0,0,0,0 +leebi03,1974,1,BOS,AL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leele02,1974,1,CLE,AL,79,232,18,54,13,0,5,25,3,2,15,42,2,0,1,0,8 +lefloro01,1974,1,DET,AL,59,254,37,66,8,1,2,13,23,9,13,58,0,3,0,2,3 +lemanda01,1974,1,DET,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leonade01,1974,1,KCA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leoned01,1974,1,CHA,AL,31,46,1,5,1,0,0,3,0,0,2,12,0,0,4,1,4 +leonma01,1974,1,ATL,NL,34,15,0,2,0,0,0,2,0,0,0,3,0,0,1,1,0 +lerscba01,1974,1,SLN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lezcasi01,1974,1,ML4,AL,15,54,5,13,2,0,2,9,1,1,4,9,0,0,1,2,2 +lindbpa01,1974,1,OAK,AL,45,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lindja01,1974,1,ML4,AL,9,17,4,4,2,0,0,1,0,0,3,2,0,0,0,0,1 +lintzla01,1974,1,MON,NL,113,319,60,76,10,1,0,20,50,7,44,50,0,2,23,0,2 +linzyfr01,1974,1,PHI,NL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lisjo01,1974,1,MIN,AL,24,41,5,8,0,0,0,3,0,0,5,12,0,1,1,0,2 +lisjo01,1974,2,CLE,AL,57,109,15,22,3,0,6,16,1,0,14,30,1,0,0,0,5 +llenawi01,1974,1,CAL,AL,72,138,16,36,6,0,2,17,0,0,11,19,1,0,1,7,4 +locklge01,1974,1,SDN,NL,39,74,7,20,3,2,1,3,0,1,4,12,0,0,1,0,0 +lockwsk01,1974,1,CAL,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lolicmi01,1974,1,DET,AL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lonboji01,1974,1,PHI,NL,39,94,3,9,2,0,1,8,0,0,5,44,0,0,11,1,0 +lopesda01,1974,1,LAN,NL,145,530,95,141,26,3,10,35,59,18,66,71,3,4,10,3,10 +lopezau01,1974,1,KCA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lovitjo01,1974,1,TEX,AL,113,283,27,63,9,3,2,26,6,8,25,36,4,0,4,1,10 +lowenjo01,1974,1,CLE,AL,140,508,65,123,14,2,8,48,36,17,53,85,2,2,6,5,6 +lummi01,1974,1,ATL,NL,106,361,50,84,11,2,11,50,0,2,45,49,12,2,0,3,9 +lundsto01,1974,1,CHN,NL,22,32,1,3,0,0,0,0,0,0,5,7,0,0,0,0,0 +luzingr01,1974,1,PHI,NL,85,302,29,82,14,1,7,48,3,0,29,76,3,0,0,5,8 +lylesp01,1974,1,NYA,AL,66,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lynnfr01,1974,1,BOS,AL,15,43,5,18,2,2,2,10,0,0,6,6,2,1,0,1,0 +lyttlji01,1974,1,MON,NL,25,9,1,3,0,0,0,2,0,0,1,3,1,0,0,1,0 +machake01,1974,1,PIT,NL,5,5,1,3,1,0,0,1,0,0,0,0,0,0,0,0,0 +mackape01,1974,1,TEX,AL,2,6,0,1,0,1,0,0,0,0,0,2,0,0,0,0,0 +maddoel01,1974,1,NYA,AL,137,466,75,141,26,2,3,45,6,5,69,48,4,4,8,3,11 +maddoga01,1974,1,SFN,NL,135,538,74,153,31,3,8,50,21,9,29,64,3,3,0,4,9 +madlobi01,1974,1,CHN,NL,128,453,65,142,21,5,9,54,11,7,42,39,8,5,3,6,15 +manguan01,1974,1,OAK,AL,115,365,37,85,14,4,9,43,3,0,17,59,2,0,2,3,4 +mangupe01,1974,1,MON,NL,23,61,10,19,3,0,0,4,5,0,5,15,0,0,1,2,0 +manuech01,1974,1,LAN,NL,4,3,0,1,0,0,0,1,0,0,1,0,0,0,0,0,0 +maricju01,1974,1,BOS,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +marqugo01,1974,1,CHN,NL,11,11,1,0,0,0,0,0,0,0,1,2,1,0,0,0,0 +marshmi01,1974,1,LAN,NL,106,34,2,8,0,0,0,2,0,0,0,3,0,0,2,0,0 +martibu01,1974,1,KCA,AL,43,107,10,23,3,1,1,8,0,1,14,19,0,2,0,0,1 +martije01,1974,1,PHI,NL,13,14,2,3,1,0,0,1,0,0,1,5,0,0,0,0,2 +martite01,1974,1,NYN,NL,116,334,32,73,15,7,2,43,3,2,14,40,4,0,3,4,13 +martiti01,1974,1,NYA,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +masonji01,1974,1,NYA,AL,152,440,41,110,18,6,5,37,1,2,35,87,1,0,7,5,6 +matlajo01,1974,1,NYN,NL,34,79,3,8,0,0,0,8,0,0,5,34,0,0,11,1,1 +matthga01,1974,1,SFN,NL,154,561,87,161,27,6,16,82,11,9,70,69,5,3,2,2,15 +maxvida01,1974,1,PIT,NL,8,22,3,4,0,0,0,0,0,0,2,4,0,0,0,0,1 +maxvida01,1974,2,OAK,AL,60,52,3,10,0,0,0,2,0,0,8,10,0,0,6,0,1 +maybejo01,1974,1,KCA,AL,126,427,63,100,13,1,22,69,4,2,77,72,11,6,1,1,4 +mayca01,1974,1,CHA,AL,149,551,66,137,19,2,8,58,8,9,46,76,3,1,2,4,9 +mayda01,1974,1,ML4,AL,135,477,56,108,15,1,10,42,4,3,28,73,4,3,6,1,10 +mayle01,1974,1,HOU,NL,152,556,59,149,26,0,24,85,1,0,17,97,2,7,1,9,12 +maymi01,1974,1,HOU,NL,127,405,47,117,17,4,7,54,0,1,39,33,8,1,3,5,9 +mayru01,1974,1,CAL,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mayru01,1974,2,NYA,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcanaer01,1974,1,MON,NL,25,42,2,5,0,0,0,0,0,0,1,16,0,0,2,0,0 +mcandji01,1974,1,SDN,NL,15,7,0,1,0,0,0,0,0,0,1,1,0,0,2,0,0 +mcauldi01,1974,1,BOS,AL,100,272,32,57,13,1,5,24,2,0,39,40,5,1,3,1,7 +mcbriba01,1974,1,SLN,NL,150,559,81,173,19,5,6,56,30,11,43,57,9,13,5,5,7 +mccarti01,1974,1,SLN,NL,74,106,13,23,0,1,0,11,0,1,22,6,0,3,0,5,2 +mccarti01,1974,2,BOS,AL,11,28,3,7,1,0,0,1,1,0,4,1,2,0,2,0,0 +mccovwi01,1974,1,SDN,NL,128,344,53,87,19,1,22,63,1,0,96,76,9,1,0,1,8 +mccrato01,1974,1,CAL,AL,56,119,21,34,8,0,3,17,2,1,12,13,2,0,0,1,3 +mccrato01,1974,2,CLE,AL,45,112,17,34,8,0,3,17,0,1,5,11,0,1,1,1,4 +mcdanli01,1974,1,KCA,AL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcdowsa01,1974,1,NYA,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcenawi01,1974,1,CIN,NL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcgloly01,1974,1,SLN,NL,31,83,3,15,1,0,0,4,0,0,2,19,0,0,3,0,1 +mcgratu01,1974,1,NYN,NL,41,14,2,1,1,0,0,3,0,0,2,5,0,0,1,0,0 +mcintjo01,1974,1,SDN,NL,10,10,0,0,0,0,0,0,0,0,0,2,0,0,1,0,1 +mckinri01,1974,1,OAK,AL,5,7,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcmahdo02,1974,1,SFN,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcmulke01,1974,1,LAN,NL,44,60,5,15,1,0,3,12,0,0,2,12,0,0,1,0,1 +mcnalda01,1974,1,BAL,AL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcquemi01,1974,1,CIN,NL,10,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcraeha01,1974,1,KCA,AL,148,539,71,167,36,4,15,88,11,8,54,68,6,5,5,4,12 +medicdo01,1974,1,NYA,AL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +melenlu01,1974,1,SLN,NL,83,124,15,27,4,3,0,8,2,2,11,9,0,1,2,2,1 +meltobi01,1974,1,CHA,AL,136,495,63,120,17,0,21,63,3,2,59,60,3,5,5,6,16 +mendoma01,1974,1,PIT,NL,91,163,10,36,1,2,0,15,1,1,8,35,2,1,3,2,6 +menkede01,1974,1,HOU,NL,30,29,2,3,1,0,0,1,0,0,4,10,0,0,0,1,1 +meoliru01,1974,1,CAL,AL,36,90,9,22,2,0,0,3,2,4,8,10,0,0,2,0,3 +merriji01,1974,1,TEX,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +messean01,1974,1,LAN,NL,39,96,12,23,8,0,1,11,0,0,11,28,0,0,4,2,1 +metzgbu01,1974,1,SFN,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +metzgro01,1974,1,HOU,NL,143,572,66,145,18,10,0,30,9,7,37,73,1,0,21,3,13 +meyerda01,1974,1,DET,AL,13,50,5,10,1,1,3,7,1,0,1,1,1,1,0,0,2 +michage01,1974,1,NYA,AL,81,177,19,46,9,0,0,13,0,0,14,24,0,0,1,1,6 +milbola01,1974,1,HOU,NL,112,136,31,38,2,1,0,9,6,2,10,14,0,0,2,0,1 +millafe01,1974,1,NYN,NL,136,518,50,139,15,2,1,33,5,1,31,14,2,8,24,4,12 +millebo04,1974,1,NYN,NL,58,9,0,1,1,0,0,0,0,0,0,4,0,0,0,0,0 +millebr01,1974,1,SFN,NL,73,198,19,55,7,1,0,16,1,1,11,15,2,1,3,2,7 +milleno01,1974,1,ATL,NL,42,41,1,7,1,0,1,5,0,0,7,9,1,0,0,0,0 +milleri01,1974,1,BOS,AL,114,280,41,73,8,1,5,22,13,2,37,47,2,0,6,0,4 +millero04,1974,1,ML4,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +milnejo01,1974,1,NYN,NL,137,507,70,128,19,0,20,63,10,2,66,77,9,0,0,3,18 +mingost01,1974,1,KCA,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +minshji01,1974,1,PIT,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mitchbo02,1974,1,ML4,AL,88,173,27,42,6,2,5,20,7,6,18,46,1,1,0,2,3 +mittege01,1974,1,CHN,NL,78,215,17,54,7,0,7,28,1,3,18,42,4,2,1,4,4 +moateda01,1974,1,TEX,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +moffira01,1974,1,SFN,NL,61,16,1,5,0,1,0,3,0,0,1,3,0,0,2,0,0 +mondari01,1974,1,CHN,NL,142,538,84,158,19,7,20,58,7,9,70,94,6,2,4,3,4 +moneydo01,1974,1,ML4,AL,159,629,85,178,32,3,15,65,19,6,62,80,5,2,10,6,11 +montajo01,1974,1,MON,NL,46,10,0,1,0,0,0,0,0,0,2,4,0,0,0,0,0 +montawi01,1974,1,PHI,NL,143,527,55,160,33,1,7,79,3,6,32,57,6,3,2,7,9 +montejo01,1974,1,SFN,NL,7,14,5,4,0,0,2,3,0,0,1,4,0,0,0,0,0 +montgbo01,1974,1,BOS,AL,88,254,26,64,10,0,4,38,3,0,13,50,1,1,5,4,9 +mooreba02,1974,1,MON,NL,8,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +moorech02,1974,1,ML4,AL,72,204,17,50,10,4,0,19,3,4,21,34,0,0,0,0,4 +moosebo01,1974,1,PIT,NL,7,11,2,2,0,0,0,0,0,0,2,3,0,0,0,0,0 +moralje01,1974,1,CHN,NL,151,534,70,146,21,7,15,82,2,12,46,63,3,2,3,5,15 +moraljo01,1974,1,MON,NL,25,26,3,7,4,0,1,5,0,0,1,7,0,0,0,0,2 +moralri01,1974,1,SDN,NL,54,61,8,12,3,0,1,5,1,0,8,6,1,0,4,0,2 +moranbi03,1974,1,CHA,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +moretro01,1974,1,BOS,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +morgajo02,1974,1,CIN,NL,149,512,107,150,31,3,22,67,58,12,120,69,8,3,1,5,7 +morlajo01,1974,1,PIT,NL,39,7,0,0,0,0,0,0,0,0,1,2,0,0,0,0,1 +morrijo06,1974,1,SFN,NL,17,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +mortoca01,1974,1,ATL,NL,38,89,8,10,1,0,0,1,0,0,6,33,0,0,12,0,2 +mosesje01,1974,1,DET,AL,74,198,19,47,6,3,4,19,0,1,11,38,2,2,2,2,5 +motama01,1974,1,LAN,NL,66,57,5,16,2,0,0,16,0,0,5,4,4,1,5,4,0 +mottocu01,1974,1,BAL,AL,7,8,0,0,0,0,0,0,0,0,2,2,0,0,0,0,0 +mumphje01,1974,1,SLN,NL,5,2,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +munsoth01,1974,1,NYA,AL,144,517,64,135,19,2,13,60,2,0,44,66,12,1,1,8,14 +murcebo01,1974,1,NYA,AL,156,606,69,166,25,4,10,88,14,5,57,59,10,2,2,12,11 +murphto02,1974,1,ML4,AL,70,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +murrada01,1974,1,MON,NL,32,10,0,0,0,0,0,0,0,0,1,3,0,0,0,0,0 +murrala01,1974,1,NYA,AL,6,1,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0 +murreiv01,1974,1,ATL,NL,73,133,11,33,1,1,2,12,0,0,5,35,1,0,0,1,2 +muserto01,1974,1,CHA,AL,103,206,16,60,5,1,1,18,1,4,6,22,0,1,4,1,6 +nagymi01,1974,1,HOU,NL,9,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nelsoda01,1974,1,TEX,AL,121,474,71,112,13,1,3,42,25,13,34,72,0,4,11,3,17 +nelsoro02,1974,1,CIN,NL,14,28,3,5,0,0,0,4,0,0,2,7,0,0,2,0,0 +nettlgr01,1974,1,NYA,AL,155,566,74,139,21,1,22,75,1,0,59,75,8,3,1,9,9 +nettlji01,1974,1,DET,AL,43,141,20,32,5,1,6,17,3,4,15,26,1,1,2,0,1 +nettlmo01,1974,1,CAL,AL,56,175,27,48,4,0,0,8,20,11,16,38,0,0,2,0,3 +newhado01,1974,1,BOS,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +niekrjo01,1974,1,ATL,NL,27,5,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +niekrph01,1974,1,ATL,NL,41,104,5,20,2,0,0,11,0,0,3,18,0,1,9,1,1 +nordbti01,1974,1,BAL,AL,6,15,4,4,0,0,0,1,1,0,2,2,0,0,0,0,0 +normafr01,1974,1,CIN,NL,35,61,3,8,0,0,0,6,0,0,2,20,0,0,7,0,1 +northbi01,1974,1,OAK,AL,149,543,79,141,20,5,4,33,54,26,69,86,1,5,11,2,9 +northji01,1974,1,DET,AL,97,376,41,89,12,1,11,42,0,0,36,46,4,0,1,4,7 +northji01,1974,2,MON,NL,21,54,3,13,1,0,2,8,0,0,5,9,1,0,0,0,3 +northji01,1974,3,BAL,AL,8,7,2,4,0,0,1,3,0,0,2,1,1,0,0,0,0 +nymanny01,1974,1,CHA,AL,5,14,5,9,2,1,0,4,1,0,0,1,0,1,0,0,1 +oatesjo01,1974,1,ATL,NL,100,291,22,65,10,0,1,21,2,3,23,24,10,0,11,2,4 +odombl01,1974,1,OAK,AL,43,0,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +officro01,1974,1,ATL,NL,131,248,20,61,16,1,3,31,5,3,16,30,2,0,1,3,9 +oglivbe01,1974,1,DET,AL,92,252,28,68,11,3,4,29,12,3,34,38,6,0,0,3,5 +olivato01,1974,1,MIN,AL,127,459,43,131,16,2,13,57,0,1,27,31,11,2,2,4,14 +oliveal01,1974,1,PIT,NL,147,617,96,198,38,12,11,85,10,1,33,58,1,5,1,5,20 +olivebo01,1974,1,CAL,AL,110,359,22,89,9,1,8,55,2,1,16,51,2,1,0,6,21 +olivebo01,1974,2,BAL,AL,9,20,1,3,2,0,0,4,1,1,0,5,0,0,0,0,0 +ontivst01,1974,1,SFN,NL,120,343,45,91,15,1,4,33,0,0,57,41,4,3,0,0,12 +ortajo01,1974,1,CHA,AL,139,525,73,166,31,2,10,67,9,5,40,88,1,3,6,4,8 +osburpa01,1974,1,CIN,NL,6,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +osteecl01,1974,1,HOU,NL,23,46,4,13,4,0,0,3,0,0,0,10,0,0,2,0,0 +osteecl01,1974,2,SLN,NL,8,7,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +otisam01,1974,1,KCA,AL,146,552,87,157,31,9,12,73,18,5,58,67,4,2,8,12,16 +otted01,1974,1,PIT,NL,7,5,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +ottenji01,1974,1,CHA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pacioto01,1974,1,LAN,NL,85,175,23,42,8,6,1,24,1,3,10,32,1,1,1,2,3 +paepkde01,1974,1,KCA,AL,6,12,0,2,0,0,0,0,0,1,1,2,0,0,0,0,1 +paganda01,1974,1,NYA,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +palmeji01,1974,1,BAL,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +palmelo01,1974,1,SDN,NL,23,23,2,2,0,1,0,0,0,0,0,15,0,0,0,0,0 +papist01,1974,1,SLN,NL,8,4,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0 +parkeda01,1974,1,PIT,NL,73,220,27,62,10,3,4,29,3,3,10,53,1,3,0,0,3 +parkeha01,1974,1,NYN,NL,40,36,1,0,0,0,0,1,0,0,2,20,0,0,3,0,0 +parrila01,1974,1,MON,NL,25,69,9,14,5,0,0,4,0,0,6,19,2,2,2,0,1 +parsobi01,1974,1,OAK,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pasleke01,1974,1,LAN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +patekfr01,1974,1,KCA,AL,149,537,72,121,18,6,3,38,33,15,77,69,1,3,9,4,7 +patteda02,1974,1,PIT,NL,14,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +pattima01,1974,1,KCA,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +paulmi01,1974,1,CHN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pembebr01,1974,1,NYN,NL,11,22,0,4,0,0,0,1,0,1,0,3,0,0,0,0,0 +penaor01,1974,1,SLN,NL,42,2,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +penaor01,1974,2,CAL,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +perezma01,1974,1,ATL,NL,127,447,51,116,20,5,2,34,2,0,35,51,1,1,7,1,13 +perezto01,1974,1,CIN,NL,158,596,81,158,28,2,28,101,1,3,61,112,7,2,0,8,17 +perryga01,1974,1,CLE,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +perryji01,1974,1,CLE,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +perzast01,1974,1,CHA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +peterfr01,1974,1,NYA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +peterfr01,1974,2,CLE,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +petrori01,1974,1,BOS,AL,129,454,53,121,23,1,15,76,1,0,48,74,4,2,0,5,11 +phillmi01,1974,1,SFN,NL,100,283,19,62,6,1,2,20,4,5,14,37,0,1,2,1,4 +piercja01,1974,1,ATL,NL,6,9,1,1,0,0,0,0,0,0,1,0,0,0,0,0,0 +pinaho01,1974,1,CHN,NL,34,5,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +pinaho01,1974,2,CAL,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pinielo01,1974,1,NYA,AL,140,518,71,158,26,0,9,70,1,8,32,58,7,2,4,11,18 +pinsova01,1974,1,KCA,AL,115,406,46,112,18,2,6,41,21,5,21,45,4,2,3,4,6 +pitlosk01,1974,1,CHA,AL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pittsga01,1974,1,OAK,AL,18,41,4,10,3,0,0,3,0,0,5,4,0,0,1,0,1 +pizarju01,1974,1,PIT,NL,7,6,0,2,0,0,0,0,0,0,0,1,0,0,0,0,0 +plummbi01,1974,1,CIN,NL,50,120,7,27,7,0,2,10,1,0,6,21,0,0,1,2,4 +poledi01,1974,1,BOS,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +popovpa01,1974,1,PIT,NL,59,83,9,18,2,1,0,5,0,0,5,10,1,0,0,2,0 +porteda02,1974,1,ML4,AL,131,432,59,104,15,4,12,56,8,7,50,88,7,5,2,1,6 +powelbo01,1974,1,BAL,AL,110,344,37,91,13,1,12,45,0,1,52,58,10,0,3,3,15 +puigri01,1974,1,NYN,NL,4,10,0,0,0,0,0,0,0,0,1,2,0,0,0,0,0 +quintlu01,1974,1,CAL,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +raderda01,1974,1,SFN,NL,113,323,26,94,16,2,1,26,1,0,31,21,9,0,5,2,9 +raderdo02,1974,1,HOU,NL,152,533,61,137,27,3,17,78,7,2,60,131,7,4,0,4,14 +ramiror01,1974,1,CAL,AL,31,86,4,14,0,0,0,7,2,1,6,23,0,0,4,1,1 +randlle01,1974,1,TEX,AL,151,520,65,157,17,4,1,49,26,17,29,43,2,2,16,6,10 +raudo01,1974,1,LAN,NL,36,64,3,9,0,0,0,4,0,0,6,22,0,0,8,0,0 +rayji01,1974,1,DET,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +raziaba01,1974,1,CAL,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +redmogl01,1974,1,SFN,NL,7,17,0,4,3,0,0,4,0,0,1,3,0,0,1,0,0 +reedro01,1974,1,ATL,NL,28,57,5,6,0,0,0,1,0,1,2,18,0,0,7,0,0 +reichri01,1974,1,KCA,AL,1,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +reinbmi01,1974,1,BAL,AL,12,20,2,5,1,0,0,2,0,0,2,5,1,0,0,1,0 +reitzke01,1974,1,SLN,NL,154,579,48,157,28,2,7,54,0,0,23,63,7,2,3,5,25 +renkost01,1974,1,MON,NL,37,81,8,17,1,2,1,4,0,0,5,21,0,0,2,0,2 +retteme01,1974,1,CIN,NL,80,208,30,45,6,0,6,28,5,1,37,39,1,2,3,2,7 +reuscri01,1974,1,CHN,NL,41,86,4,19,4,1,0,2,0,0,0,27,0,0,9,1,0 +reussje01,1974,1,PIT,NL,35,86,7,13,1,0,0,4,0,0,8,25,0,0,4,0,1 +reynobo01,1974,1,BAL,AL,54,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rhoderi01,1974,1,LAN,NL,4,2,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +riceji01,1974,1,BOS,AL,24,67,6,18,2,1,1,13,0,0,4,12,0,1,0,3,2 +richajr01,1974,1,HOU,NL,15,21,1,3,0,0,1,1,0,0,0,9,0,0,1,0,2 +richale01,1974,1,CHA,AL,32,67,5,11,1,0,0,1,0,0,5,8,1,0,0,0,0 +richepe01,1974,1,SLN,NL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +richepe01,1974,2,PHI,NL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rivermi01,1974,1,CAL,AL,118,466,69,133,19,11,3,31,30,13,39,47,0,1,11,1,6 +roberbo01,1974,1,PIT,NL,91,236,25,54,11,0,16,48,0,0,33,48,1,0,0,3,8 +roberda05,1974,1,HOU,NL,35,73,3,16,4,3,1,9,0,0,0,19,0,0,2,2,2 +roberda06,1974,1,SDN,NL,113,318,26,53,10,1,5,18,2,0,32,69,6,2,4,2,9 +roberle01,1974,1,DET,AL,17,63,5,17,3,2,0,7,0,2,3,10,1,0,0,0,3 +robinbi02,1974,1,PHI,NL,100,280,32,66,14,1,5,29,5,3,17,61,4,1,4,2,13 +robinbr01,1974,1,BAL,AL,153,553,46,159,27,0,7,59,2,0,56,47,13,3,5,5,14 +robincr01,1974,1,ATL,NL,145,452,52,104,4,6,0,29,11,2,30,57,4,3,16,5,16 +robinfr02,1974,1,CAL,AL,129,427,75,107,26,2,20,63,5,1,75,85,14,10,1,5,10 +robinfr02,1974,2,CLE,AL,15,50,6,10,1,1,2,5,0,1,10,10,0,0,0,1,1 +robsoto01,1974,1,TEX,AL,6,13,2,3,1,0,0,2,0,0,4,3,0,0,0,0,1 +rodriau01,1974,1,DET,AL,159,571,54,127,23,5,5,49,2,0,26,70,2,1,5,5,16 +rodried01,1974,1,ML4,AL,43,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodriel01,1974,1,CAL,AL,140,395,48,100,20,0,7,36,4,5,69,56,6,9,8,4,10 +rogerst01,1974,1,MON,NL,38,79,5,11,0,0,0,3,0,0,9,17,0,0,7,0,3 +rogodmi01,1974,1,PHI,NL,17,15,1,1,0,0,0,1,0,0,2,3,0,0,0,0,0 +rojasco01,1974,1,KCA,AL,144,542,52,147,17,1,6,60,8,4,30,43,4,3,8,7,24 +romovi01,1974,1,SDN,NL,54,6,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +roofph01,1974,1,MIN,AL,44,97,10,19,1,0,2,13,0,0,6,24,0,2,5,0,7 +rookeji01,1974,1,PIT,NL,33,95,8,29,5,2,0,8,0,0,5,31,0,0,5,1,1 +rosedo01,1974,1,SFN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +roselda01,1974,1,CHN,NL,62,148,9,30,7,0,0,10,1,1,10,28,1,0,2,1,0 +rosepe01,1974,1,CIN,NL,163,652,110,185,45,7,3,51,2,4,106,54,14,5,1,6,9 +rossga01,1974,1,SDN,NL,9,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +roystje01,1974,1,LAN,NL,6,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rudijo01,1974,1,OAK,AL,158,593,73,174,39,4,22,99,2,3,34,92,6,5,2,5,10 +rudolke01,1974,1,SFN,NL,57,158,11,41,3,0,0,10,0,0,21,15,5,1,1,0,6 +ruhleve01,1974,1,DET,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +russebi01,1974,1,LAN,NL,160,553,61,149,18,6,5,65,14,5,53,53,25,4,11,4,18 +ruthvdi01,1974,1,PHI,NL,35,68,1,13,1,0,0,5,1,1,0,19,0,0,5,0,0 +ryanmi02,1974,1,PIT,NL,15,30,2,3,0,0,0,0,0,0,4,16,0,0,0,0,2 +ryanno01,1974,1,CAL,AL,42,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sadecra01,1974,1,NYN,NL,34,27,1,7,0,0,0,2,0,0,1,1,0,0,0,0,0 +sadowji01,1974,1,PIT,NL,4,1,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +sandeke01,1974,1,CLE,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sandeke01,1974,2,CAL,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sandere01,1974,1,DET,AL,26,99,12,27,7,0,3,10,1,0,5,20,2,0,1,0,2 +sandsch01,1974,1,CAL,AL,43,83,6,16,2,0,4,13,0,0,23,17,2,1,0,1,3 +sanguma01,1974,1,PIT,NL,151,596,77,171,21,4,7,68,2,2,21,27,9,5,3,7,18 +santoro01,1974,1,CHA,AL,117,375,29,83,12,1,5,41,0,2,37,72,1,2,0,3,16 +sawyeri01,1974,1,NYA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +scanlpa02,1974,1,MON,NL,2,4,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +scarcma01,1974,1,PHI,NL,58,6,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +schaapa01,1974,1,KCA,AL,12,34,3,6,2,0,1,4,0,0,5,5,0,1,1,2,3 +schaapa01,1974,2,CAL,AL,53,165,10,41,5,0,2,20,2,2,18,27,1,0,0,0,5 +scheiri01,1974,1,CAL,AL,10,26,1,4,0,0,0,2,0,0,1,2,0,0,0,0,2 +scheiri01,1974,2,KCA,AL,36,83,7,15,2,0,0,2,0,1,8,8,0,0,0,0,4 +scheiri01,1974,3,SLN,NL,6,6,0,2,0,0,0,0,0,0,0,1,0,0,0,0,0 +scherfr01,1974,1,HOU,NL,53,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +schmimi01,1974,1,PHI,NL,162,568,108,160,28,7,36,116,23,12,106,138,14,4,3,5,4 +schneda02,1974,1,NYN,NL,93,254,23,52,11,1,5,25,4,1,16,43,2,1,0,1,1 +schuero01,1974,1,PHI,NL,44,51,1,6,0,0,0,1,0,1,3,15,0,0,7,0,0 +scottge02,1974,1,ML4,AL,158,604,74,170,36,2,17,82,9,9,59,90,5,3,0,6,25 +scottjo01,1974,1,SDN,NL,14,15,3,1,0,0,0,0,1,0,0,4,0,0,0,0,0 +scottto01,1974,1,MON,NL,19,7,2,2,0,0,0,1,1,1,1,3,0,0,0,0,0 +seaveto01,1974,1,NYN,NL,32,71,3,7,0,0,0,4,0,0,9,28,0,0,7,0,3 +seelbch01,1974,1,DET,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +seguidi01,1974,1,BOS,AL,58,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sellsda01,1974,1,CAL,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +selmadi01,1974,1,CAL,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +selmadi01,1974,2,ML4,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shanagr01,1974,1,LAN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sharodi01,1974,1,DET,AL,60,129,12,28,4,0,2,10,4,4,14,29,0,0,1,1,3 +sharpbi01,1974,1,CHA,AL,100,320,45,81,13,2,4,24,0,3,25,37,2,2,8,3,9 +sheldbo01,1974,1,ML4,AL,10,17,4,2,1,1,0,0,0,1,4,2,0,0,2,0,0 +shellji01,1974,1,TEX,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +siebepa01,1974,1,HOU,NL,5,6,0,0,0,0,0,0,0,0,0,3,0,0,2,0,0 +siebeso01,1974,1,SLN,NL,28,44,3,5,0,0,0,3,0,0,3,17,0,0,2,0,2 +simmote01,1974,1,SLN,NL,152,599,66,163,33,6,20,103,0,0,47,35,8,6,1,9,22 +simsdu01,1974,1,NYA,AL,5,15,1,2,1,0,0,2,0,0,1,5,0,0,0,0,0 +simsdu01,1974,2,TEX,AL,39,106,7,22,0,0,3,6,0,0,8,24,1,3,0,1,3 +singebi01,1974,1,CAL,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +singlke01,1974,1,MON,NL,148,511,68,141,20,2,9,74,5,2,93,84,12,0,2,4,18 +sizemte01,1974,1,SLN,NL,129,504,68,126,17,0,2,47,8,4,70,37,2,0,18,5,11 +slatoji01,1974,1,ML4,AL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +slaybbi01,1974,1,DET,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithre06,1974,1,SLN,NL,143,517,79,160,26,9,23,100,4,3,71,70,10,1,1,8,16 +smithto04,1974,1,CLE,AL,23,31,4,3,1,0,0,0,0,0,2,7,1,1,1,0,0 +soderer01,1974,1,MIN,AL,141,464,63,128,18,3,10,51,7,3,48,68,1,5,5,2,14 +solaito01,1974,1,KCA,AL,96,239,31,64,12,0,7,30,0,3,35,70,5,1,0,2,2 +solomed01,1974,1,LAN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sosael01,1974,1,SFN,NL,68,15,0,1,0,0,0,0,0,0,0,10,0,0,2,0,0 +speiech01,1974,1,SFN,NL,141,501,55,125,19,5,9,53,3,2,62,64,8,4,8,2,7 +spencji01,1974,1,TEX,AL,118,352,36,98,11,4,7,44,1,2,22,27,3,3,3,4,8 +sperrro01,1974,1,CHN,NL,42,107,9,22,3,0,1,5,1,2,9,28,1,0,1,0,0 +spikech01,1974,1,CLE,AL,155,568,63,154,23,1,22,80,10,7,34,100,2,7,0,3,15 +spillda01,1974,1,SDN,NL,30,43,1,1,0,0,0,0,0,0,2,28,0,0,5,0,1 +splitpa01,1974,1,KCA,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +spraged01,1974,1,ML4,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stanhdo01,1974,1,TEX,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stanlfr01,1974,1,NYA,AL,33,38,2,7,0,0,0,3,1,2,3,2,0,0,1,0,2 +stanlmi01,1974,1,DET,AL,99,394,40,87,13,2,8,34,5,3,26,63,1,1,4,2,15 +stantle01,1974,1,CAL,AL,118,415,48,111,21,2,11,62,10,8,33,107,3,5,6,5,9 +stargwi01,1974,1,PIT,NL,140,508,90,153,37,4,25,96,0,2,87,106,21,6,0,4,8 +staubru01,1974,1,NYN,NL,151,561,65,145,22,2,19,78,2,1,77,39,12,3,1,7,21 +stearjo01,1974,1,PHI,NL,1,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +steinbi02,1974,1,CHA,AL,13,43,5,12,1,0,0,5,0,0,7,8,2,0,1,0,3 +stelmri01,1974,1,CHN,NL,25,44,2,10,2,0,1,7,0,0,10,6,0,0,1,1,2 +stennre01,1974,1,PIT,NL,157,673,84,196,29,3,7,56,8,9,32,51,8,2,7,7,16 +sterlra01,1974,1,NYN,NL,3,2,0,0,0,0,0,0,0,0,1,2,0,0,0,0,0 +stinsbo01,1974,1,MON,NL,38,87,4,15,2,0,1,6,1,1,15,16,3,0,0,0,3 +stonebi01,1974,1,CAL,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stonege02,1974,1,NYN,NL,15,26,0,3,0,0,0,4,0,0,1,5,0,0,0,0,0 +stonest01,1974,1,CHN,NL,42,58,2,7,0,0,0,2,0,0,2,20,0,0,5,0,0 +stottme01,1974,1,NYA,AL,19,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +strohjo01,1974,1,NYN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sudakbi01,1974,1,NYA,AL,89,259,26,60,8,0,7,39,0,0,25,48,1,1,2,6,2 +summech01,1974,1,OAK,AL,20,24,2,3,1,0,0,3,0,0,1,5,0,0,0,0,0 +sundbji01,1974,1,TEX,AL,132,368,45,91,13,3,3,36,2,4,62,61,0,0,17,2,16 +suthega01,1974,1,DET,AL,149,619,60,157,20,1,5,49,1,3,26,37,1,0,4,3,17 +suttodo01,1974,1,LAN,NL,40,98,7,18,2,0,0,7,0,0,3,22,0,1,9,0,3 +swancr01,1974,1,NYN,NL,7,11,2,4,0,0,0,1,0,0,1,2,0,0,0,0,0 +swishst01,1974,1,CHN,NL,90,280,21,60,5,0,5,27,0,3,37,63,1,2,3,3,7 +tananfr01,1974,1,CAL,AL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tatumke01,1974,1,CHA,AL,10,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +taverfr01,1974,1,PIT,NL,126,333,33,82,4,2,0,26,13,4,25,41,2,2,4,3,7 +tayloch02,1974,1,MON,NL,61,10,1,3,1,0,0,2,0,0,1,3,0,0,4,0,0 +tayloto02,1974,1,PHI,NL,62,64,5,21,4,0,2,13,0,0,6,6,0,1,1,1,2 +tekulke01,1974,1,PIT,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tenacge01,1974,1,OAK,AL,158,484,71,102,17,1,26,73,2,9,110,105,6,12,2,4,10 +tepedfr01,1974,1,ATL,NL,78,169,11,39,5,1,0,16,1,2,9,13,2,1,1,1,6 +terpkje01,1974,1,TEX,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +terreje01,1974,1,MIN,AL,116,229,43,56,4,6,0,19,3,2,11,27,1,0,8,0,6 +theodge01,1974,1,NYN,NL,60,76,7,12,1,0,1,1,0,0,8,14,0,1,4,0,7 +thomade01,1974,1,SDN,NL,141,523,48,129,24,6,3,41,7,8,51,58,7,1,6,4,10 +thomaer01,1974,1,PHI,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thomaga01,1974,1,SFN,NL,120,315,41,77,14,3,2,29,7,1,38,56,2,0,3,1,9 +thomago01,1974,1,ML4,AL,17,46,10,12,4,0,2,11,4,0,8,15,0,0,1,2,2 +thomast01,1974,1,TEX,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thompda01,1974,1,MIN,AL,97,264,25,66,6,1,4,25,1,1,22,29,0,2,7,1,15 +thompmi01,1974,1,SLN,NL,19,8,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +thompmi01,1974,2,ATL,NL,1,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +thornan01,1974,1,CHN,NL,107,303,41,79,16,4,10,46,2,1,48,50,4,4,1,1,6 +tiantlu01,1974,1,BOS,AL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tidrodi01,1974,1,CLE,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tidrodi01,1974,2,NYA,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +timmeto01,1974,1,CLE,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +toddji01,1974,1,CHN,NL,43,16,0,1,0,0,0,1,0,0,0,7,0,0,0,1,1 +tolanbo01,1974,1,SDN,NL,95,357,45,95,16,1,8,40,7,9,20,41,4,9,6,2,5 +tomlida01,1974,1,SDN,NL,47,4,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +torrejo01,1974,1,SLN,NL,147,529,59,149,28,1,11,70,1,2,69,88,9,8,1,3,15 +torremi01,1974,1,MON,NL,36,64,4,8,1,0,0,3,1,1,2,25,0,0,3,0,0 +torreru01,1974,1,CLE,AL,108,150,19,28,2,0,3,12,2,1,13,24,1,0,4,2,2 +tovarce01,1974,1,TEX,AL,138,562,78,164,24,6,4,58,13,9,47,33,0,9,8,3,3 +travebi01,1974,1,ML4,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +trillma01,1974,1,OAK,AL,21,33,3,5,0,0,0,2,0,0,2,8,0,1,1,0,0 +troedri01,1974,1,SDN,NL,15,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +turneje01,1974,1,SDN,NL,17,48,4,14,1,0,0,2,2,1,3,5,0,0,0,0,0 +twitcwa01,1974,1,PHI,NL,25,35,3,6,1,0,0,1,0,0,0,23,0,0,2,0,0 +tyronji01,1974,1,CHN,NL,57,81,19,15,0,1,3,3,1,1,6,8,0,0,0,0,2 +tysonmi01,1974,1,SLN,NL,151,422,35,94,14,5,1,37,4,2,22,70,9,3,4,4,15 +underto01,1974,1,PHI,NL,7,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +unserde01,1974,1,PHI,NL,142,454,72,120,18,5,11,61,6,4,50,62,9,1,9,2,7 +upshace01,1974,1,CLE,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +upshace01,1974,2,NYA,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +valenbo02,1974,1,CAL,AL,117,371,39,97,10,3,3,39,8,5,25,25,0,3,8,7,7 +varnepe01,1974,1,CHA,AL,9,28,1,7,0,0,0,2,0,0,1,8,0,0,0,1,0 +vealebo01,1974,1,BOS,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +velezot01,1974,1,NYA,AL,27,67,9,14,1,1,2,10,0,0,15,24,1,0,0,2,1 +veryzto01,1974,1,DET,AL,22,55,4,13,2,0,2,9,1,0,5,8,0,0,0,0,0 +vukovjo01,1974,1,ML4,AL,38,80,5,15,1,0,3,11,2,1,1,16,0,0,2,2,2 +walkelu01,1974,1,DET,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +walketo02,1974,1,MON,NL,33,16,0,3,1,0,0,0,0,0,1,4,0,0,1,0,0 +wallada01,1974,1,PHI,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wallami01,1974,1,PHI,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wallami01,1974,2,NYA,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wardch02,1974,1,CHN,NL,92,137,8,28,4,0,1,15,0,2,18,13,3,0,1,2,3 +washicl01,1974,1,OAK,AL,73,221,16,63,10,5,0,19,6,8,13,44,1,1,1,1,6 +washihe01,1974,1,OAK,AL,92,0,29,0,0,0,0,0,29,16,0,0,0,0,0,0,0 +watsobo01,1974,1,HOU,NL,150,524,69,156,19,4,11,67,3,4,60,61,9,3,1,5,14 +watted01,1974,1,PHI,NL,42,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +webbha01,1974,1,NYN,NL,3,3,0,0,0,0,0,1,0,0,0,2,0,0,0,0,0 +whitefr01,1974,1,KCA,AL,99,204,19,45,6,3,1,18,3,4,5,33,0,0,5,0,4 +whiteje01,1974,1,MON,NL,9,10,0,4,1,1,0,2,3,0,0,0,0,0,0,0,0 +whitero01,1974,1,NYA,AL,136,473,68,130,19,8,7,43,15,6,67,44,5,4,8,3,7 +whitfte01,1974,1,NYA,AL,2,5,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +wilcomi01,1974,1,CLE,AL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +willibe01,1974,1,SDN,NL,14,15,1,2,0,0,0,0,0,0,0,6,0,0,0,0,0 +willibi01,1974,1,CHN,NL,117,404,55,113,22,0,16,68,4,5,67,44,12,1,0,2,9 +willich01,1974,1,SFN,NL,39,22,1,3,0,0,0,0,0,0,1,5,0,0,2,0,0 +williea02,1974,1,BAL,AL,118,413,47,105,16,0,14,52,0,2,40,79,3,7,6,5,10 +williwa02,1974,1,NYA,AL,43,53,5,6,0,0,0,3,1,0,1,10,0,0,1,1,3 +willoji01,1974,1,SFN,NL,20,10,2,1,1,0,0,0,0,0,0,4,0,0,0,0,0 +wilsodo01,1974,1,HOU,NL,33,63,6,13,5,0,0,5,0,0,0,19,0,2,9,1,2 +winfida01,1974,1,SDN,NL,145,498,57,132,18,4,20,75,9,7,40,96,2,1,0,5,14 +wiseri01,1974,1,BOS,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wockejo01,1974,1,DET,AL,13,29,1,4,1,0,0,2,0,0,3,2,0,0,0,1,0 +wohlfji01,1974,1,KCA,AL,143,501,55,136,16,7,2,44,16,13,39,74,3,3,4,2,10 +woodsdi01,1974,1,MIN,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +woodsdi01,1974,2,NYA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +woodsro01,1974,1,MON,NL,90,127,15,26,0,0,1,12,6,5,17,17,1,1,4,2,3 +woodwi01,1974,1,CHA,AL,42,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wrighcl01,1974,1,ML4,AL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wrighke01,1974,1,NYA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wynnji01,1974,1,LAN,NL,150,535,104,145,17,4,32,108,18,15,108,104,4,0,2,11,7 +yancyhu01,1974,1,CHA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +yastrca01,1974,1,BOS,AL,148,515,93,155,25,2,15,79,12,7,104,48,16,3,0,11,12 +yeagest01,1974,1,LAN,NL,94,316,41,84,16,1,12,41,2,2,32,77,5,2,1,3,7 +yorkji01,1974,1,HOU,NL,28,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +yountro01,1974,1,ML4,AL,107,344,48,86,14,5,3,26,7,7,12,46,0,1,5,2,4 +zahnge01,1974,1,LAN,NL,21,23,2,4,0,0,0,0,0,0,0,5,0,0,3,0,0 +zamoros01,1974,1,CHN,NL,56,11,0,2,0,0,0,1,0,0,0,1,0,0,3,0,1 +ziskri01,1974,1,PIT,NL,149,536,75,168,30,3,17,100,1,1,65,91,7,0,0,3,12 +aaronha01,1975,1,ML4,AL,137,465,45,109,16,2,12,60,0,1,70,51,3,1,1,6,15 +abbotgl01,1975,1,OAK,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +acostcy01,1975,1,PHI,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +adamsgl01,1975,1,SFN,NL,61,90,10,27,2,1,4,15,1,0,11,25,0,1,0,1,1 +alburvi01,1975,1,MIN,AL,33,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +alexado01,1975,1,BAL,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +alexaga01,1975,1,SFN,NL,3,3,1,0,0,0,0,0,0,0,1,2,0,0,0,0,0 +alexama01,1975,1,OAK,AL,63,10,16,1,0,0,0,0,17,10,1,1,0,0,0,0,0 +allendi01,1975,1,PHI,NL,119,416,54,97,21,3,12,62,11,2,58,109,4,2,1,4,19 +allenll01,1975,1,CHA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +alliebo01,1975,1,CAL,AL,21,45,4,8,1,0,1,2,0,0,1,6,1,0,1,0,1 +almonbi01,1975,1,SDN,NL,6,10,0,4,0,0,0,0,0,0,0,1,0,0,0,0,0 +alomasa01,1975,1,NYA,AL,151,489,61,117,18,4,2,39,28,6,26,58,0,0,11,2,6 +alouje01,1975,1,NYN,NL,62,102,8,27,3,0,0,11,0,1,4,5,2,1,1,0,4 +alvaror01,1975,1,LAN,NL,4,4,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +anderla01,1975,1,ML4,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +anderla02,1975,1,CLE,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +andermi01,1975,1,PHI,NL,115,247,24,64,10,3,4,28,1,2,17,66,3,2,1,4,6 +andreki01,1975,1,BOS,AL,2,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +andrero01,1975,1,HOU,NL,103,277,29,66,5,4,0,19,12,5,31,34,4,0,8,5,6 +apodabo01,1975,1,NYN,NL,46,11,2,4,0,0,0,0,0,0,1,5,0,0,0,0,0 +armbred01,1975,1,CIN,NL,59,65,9,12,1,0,0,2,3,1,5,19,0,1,1,0,1 +arnolch01,1975,1,SFN,NL,29,41,4,8,0,0,0,0,0,0,4,8,0,0,0,0,3 +arroyfe01,1975,1,DET,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ashbyal01,1975,1,CLE,AL,90,254,32,57,10,1,5,32,3,2,30,42,1,1,16,0,10 +auerbri01,1975,1,LAN,NL,85,170,18,38,9,0,0,12,3,2,18,22,3,0,0,0,8 +augusje01,1975,1,ML4,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +austiri01,1975,1,ML4,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bacsimi01,1975,1,TEX,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bahnsst01,1975,1,CHA,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bahnsst01,1975,2,OAK,AL,21,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +bailebo01,1975,1,MON,NL,106,227,23,62,5,0,5,30,4,4,46,38,3,1,1,4,8 +bailobo01,1975,1,BAL,AL,5,7,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0 +bakerdu01,1975,1,ATL,NL,142,494,63,129,18,2,19,72,12,7,67,57,7,0,1,5,10 +balazjo01,1975,1,CAL,AL,45,120,10,29,8,1,1,10,0,0,5,25,0,0,1,1,1 +baldwbi01,1975,1,DET,AL,30,95,8,21,3,0,4,8,2,1,5,14,0,0,1,0,0 +baldwri01,1975,1,NYN,NL,54,15,1,3,0,0,0,0,0,0,0,5,0,0,2,0,0 +bandosa01,1975,1,OAK,AL,160,562,64,129,24,1,15,78,7,1,87,80,2,5,2,2,10 +baneed01,1975,1,MIN,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bannial01,1975,1,PHI,NL,24,61,10,16,3,1,0,0,2,2,1,9,0,0,1,0,1 +barera01,1975,1,DET,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barlomi01,1975,1,SLN,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barrji01,1975,1,SFN,NL,38,76,5,9,1,0,0,2,0,0,3,24,0,0,12,0,2 +barrst01,1975,1,BOS,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +batisra01,1975,1,HOU,NL,10,10,0,3,1,0,0,0,0,0,0,4,0,0,0,0,1 +baylodo01,1975,1,BAL,AL,145,524,79,148,21,6,25,76,32,17,53,64,8,13,4,4,12 +beallbo01,1975,1,ATL,NL,20,31,2,7,2,0,0,1,0,0,6,9,0,0,1,0,0 +beardmi01,1975,1,ATL,NL,34,9,0,1,0,0,0,0,0,0,1,5,0,0,1,0,0 +beckegl01,1975,1,SDN,NL,9,16,2,6,1,0,0,0,0,0,1,0,0,0,0,0,0 +beenefr01,1975,1,CLE,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +belanma01,1975,1,BAL,AL,152,442,44,100,11,1,3,27,16,4,36,53,0,1,23,0,2 +bellbu01,1975,1,CLE,AL,153,553,66,150,20,4,10,59,6,5,51,72,6,1,10,4,11 +belloro01,1975,1,ATL,NL,43,105,11,23,2,1,0,9,0,0,7,8,0,0,6,0,5 +benchjo01,1975,1,CIN,NL,142,530,83,150,39,1,28,110,11,0,65,108,12,2,0,8,12 +beniqju01,1975,1,BOS,AL,78,254,43,74,14,4,2,17,7,10,25,26,1,2,6,1,7 +bergmda01,1975,1,NYA,AL,7,17,0,0,0,0,0,0,0,0,2,4,0,0,0,0,0 +berryke01,1975,1,CLE,AL,25,40,6,8,1,0,0,1,0,1,1,7,0,1,0,0,1 +bevacku01,1975,1,ML4,AL,104,258,30,59,14,0,2,24,3,4,26,45,1,1,7,2,6 +biancto01,1975,1,ML4,AL,18,34,6,6,1,0,0,0,0,0,3,7,0,1,0,0,1 +bibbyji01,1975,1,TEX,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bibbyji01,1975,2,CLE,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +biittla01,1975,1,MON,NL,121,346,34,109,13,5,3,28,2,1,34,33,8,0,4,0,12 +billidi01,1975,1,SLN,NL,3,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +billija01,1975,1,CIN,NL,33,65,5,7,0,0,0,4,0,0,8,22,0,0,10,0,0 +birddo01,1975,1,KCA,AL,51,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +blackti01,1975,1,BOS,AL,59,132,15,26,3,2,0,6,0,0,19,13,0,1,5,0,3 +bladtri01,1975,1,NYA,AL,52,117,13,26,3,1,1,11,6,2,11,8,0,1,3,1,1 +blairde01,1975,1,MON,NL,30,49,0,7,0,0,0,1,0,0,2,22,0,0,2,0,0 +blairpa01,1975,1,BAL,AL,140,440,51,96,13,4,5,31,17,11,25,82,0,0,17,5,7 +blankla01,1975,1,ATL,NL,141,471,49,110,13,3,3,38,4,3,38,43,1,2,3,3,11 +blatest01,1975,1,CAL,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +blombro01,1975,1,NYA,AL,34,106,18,27,8,2,4,17,0,0,13,10,1,0,0,0,3 +bluevi01,1975,1,OAK,AL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +blylebe01,1975,1,MIN,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bochtbr01,1975,1,CAL,AL,107,375,41,107,19,3,3,48,3,4,45,43,5,2,3,3,6 +bondsbo01,1975,1,NYA,AL,145,529,93,143,26,3,32,85,30,17,89,137,8,3,0,5,10 +bonhabi01,1975,1,CHN,NL,40,82,8,15,1,1,0,6,0,0,1,19,0,0,8,1,1 +boonebo01,1975,1,PHI,NL,97,289,28,71,14,2,2,20,1,3,32,14,6,1,6,1,8 +borbope01,1975,1,CIN,NL,67,24,4,7,1,0,0,2,0,0,0,4,0,0,3,0,0 +borgmgl01,1975,1,MIN,AL,125,352,34,73,15,2,2,33,0,1,47,59,1,2,10,2,10 +bosmadi01,1975,1,CLE,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bosmadi01,1975,2,OAK,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bostoly01,1975,1,MIN,AL,98,369,52,104,21,5,0,29,2,3,28,42,2,0,1,2,7 +bosweke01,1975,1,HOU,NL,86,178,16,43,8,2,0,21,0,3,30,12,7,1,0,3,7 +bowala01,1975,1,PHI,NL,136,583,79,178,18,9,2,38,24,6,24,32,0,2,17,2,9 +bradfbu01,1975,1,CHA,AL,25,58,8,9,3,1,2,15,3,2,8,22,0,3,1,4,1 +bradfbu01,1975,2,SLN,NL,50,81,12,22,1,0,4,15,0,2,12,24,0,0,0,0,3 +bradlto01,1975,1,SFN,NL,13,10,0,0,0,0,0,1,0,0,1,4,0,0,1,0,0 +braunst01,1975,1,MIN,AL,136,453,70,137,18,3,11,45,0,2,66,55,5,1,2,4,8 +breedha01,1975,1,MON,NL,24,37,4,5,2,0,0,1,0,0,7,5,3,0,0,0,1 +brettge01,1975,1,KCA,AL,159,634,84,195,35,13,11,90,13,10,46,49,6,2,9,6,8 +brettke01,1975,1,PIT,NL,26,52,5,12,4,0,1,4,0,0,1,7,0,0,1,0,1 +breweji01,1975,1,LAN,NL,21,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +breweji01,1975,2,CAL,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +briggda01,1975,1,CAL,AL,13,31,3,7,1,0,1,3,0,2,2,6,0,0,1,0,0 +briggjo02,1975,1,ML4,AL,28,74,12,22,1,0,3,5,0,2,20,13,0,0,0,0,1 +briggjo02,1975,2,MIN,AL,87,264,44,61,9,2,7,39,6,2,60,41,10,0,1,2,1 +brilene01,1975,1,KCA,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brinked01,1975,1,SLN,NL,28,75,6,18,4,0,1,6,0,0,7,10,2,1,0,2,3 +brinked01,1975,2,TEX,AL,1,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +brinked01,1975,3,NYA,AL,44,63,2,11,4,1,0,2,0,0,3,6,0,1,1,0,3 +brobepe01,1975,1,ML4,AL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brocklo01,1975,1,SLN,NL,136,528,78,163,27,6,3,47,56,16,38,64,6,3,3,0,7 +brohaja01,1975,1,CLE,AL,69,217,15,53,5,0,6,16,2,2,14,14,0,0,2,1,5 +brookik01,1975,1,DET,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brownga01,1975,1,DET,AL,47,35,1,6,2,0,1,3,0,0,9,6,1,1,0,0,2 +brownja01,1975,1,TEX,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brownja01,1975,2,CLE,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brownja02,1975,1,SFN,NL,41,43,6,9,3,0,0,4,0,0,5,13,0,0,0,0,0 +brownol02,1975,1,PHI,NL,84,145,19,44,12,0,6,26,1,1,15,29,1,0,1,0,1 +bryanro01,1975,1,SLN,NL,10,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0 +bryest01,1975,1,MIN,AL,86,246,41,62,13,1,9,34,2,1,21,37,2,2,2,1,6 +bucknbi01,1975,1,LAN,NL,92,288,30,70,11,2,6,31,8,3,17,15,7,2,4,4,11 +bumbral01,1975,1,BAL,AL,114,349,47,94,19,4,2,32,16,3,32,81,3,4,3,2,2 +burgmto01,1975,1,MIN,AL,47,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +burleri01,1975,1,BOS,AL,158,580,66,146,25,1,6,62,8,5,45,44,1,3,17,9,18 +burrira01,1975,1,CHN,NL,38,82,10,15,2,0,0,4,0,1,7,24,0,0,7,0,1 +burroje01,1975,1,TEX,AL,152,585,81,132,20,0,29,94,4,4,79,155,11,1,0,7,13 +burtoji01,1975,1,BOS,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +busbyst01,1975,1,KCA,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +busketo01,1975,1,CLE,AL,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +butlebi02,1975,1,MIN,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cabelen01,1975,1,HOU,NL,117,348,43,92,17,6,2,43,12,3,18,53,1,3,1,4,9 +caldwmi01,1975,1,SFN,NL,38,44,2,7,3,0,0,3,0,0,0,11,0,0,7,0,2 +campabe01,1975,1,OAK,AL,137,509,69,135,15,3,4,46,24,12,50,71,2,7,19,3,9 +campbbi02,1975,1,MIN,AL,47,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +candejo01,1975,1,PIT,NL,18,43,2,6,0,0,0,2,0,0,3,12,0,0,0,0,0 +caprabu01,1975,1,ATL,NL,12,23,2,1,0,0,0,1,0,0,1,5,0,0,5,1,0 +carbobe01,1975,1,BOS,AL,107,319,64,82,21,3,15,50,2,4,83,69,5,1,1,3,6 +cardejo02,1975,1,CHN,NL,154,574,85,182,30,2,9,68,34,12,77,50,5,4,4,7,11 +cardele01,1975,1,TEX,AL,55,102,15,24,2,0,1,5,0,0,14,12,0,0,3,0,0 +carewro01,1975,1,MIN,AL,143,535,89,192,24,4,14,80,35,9,64,40,18,1,7,10,10 +carltst01,1975,1,PHI,NL,37,90,8,14,2,0,0,9,0,0,5,24,0,0,7,0,3 +carrido01,1975,1,MON,NL,19,34,3,6,3,0,0,3,0,0,0,10,0,0,1,1,0 +carrocl02,1975,1,CIN,NL,56,19,1,0,0,0,0,0,0,0,0,6,0,0,2,0,0 +carroto02,1975,1,CIN,NL,12,14,0,0,0,0,0,0,0,0,0,6,0,0,0,0,0 +cartega01,1975,1,MON,NL,144,503,58,136,20,1,17,68,5,2,72,83,8,1,10,4,7 +cartyri01,1975,1,CLE,AL,118,383,57,118,19,1,18,64,2,2,45,31,3,2,0,6,16 +cashda01,1975,1,PHI,NL,162,699,111,213,40,3,4,57,13,6,56,34,5,4,0,7,8 +castrbi01,1975,1,ML4,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +caterda01,1975,1,SLN,NL,22,35,3,8,2,0,0,2,0,0,1,3,1,0,0,0,0 +cedence01,1975,1,HOU,NL,131,500,93,144,31,3,13,63,50,17,62,52,9,7,2,5,12 +ceronri01,1975,1,CLE,AL,7,12,1,3,1,0,0,0,0,0,1,0,0,0,1,0,0 +ceyro01,1975,1,LAN,NL,158,566,72,160,29,2,25,101,5,2,78,74,15,7,3,8,15 +chalkda01,1975,1,CAL,AL,149,513,59,140,24,2,3,56,6,9,66,49,4,2,11,9,13 +chambch01,1975,1,NYA,AL,150,562,66,171,38,4,9,72,0,1,29,50,9,1,4,6,19 +champbi01,1975,1,ML4,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chaneda01,1975,1,CIN,NL,71,160,18,35,6,0,2,26,3,0,14,38,2,0,0,1,3 +chantch01,1975,1,OAK,AL,5,5,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chrisla01,1975,1,PHI,NL,29,57,3,14,2,1,2,6,0,0,3,27,0,0,8,0,0 +clarkja01,1975,1,SFN,NL,8,17,3,4,0,0,0,2,1,0,1,2,0,0,0,1,0 +clarkro02,1975,1,PHI,NL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +clevere01,1975,1,BOS,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clinege01,1975,1,NYN,NL,82,203,25,46,6,3,0,10,4,4,11,21,1,1,0,1,4 +clydeda01,1975,1,TEX,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +coggiri01,1975,1,MON,NL,13,37,1,10,3,1,0,4,0,0,1,7,0,0,2,0,0 +coggiri01,1975,2,NYA,AL,51,107,7,24,1,0,1,6,3,3,7,16,0,0,5,0,1 +colbena01,1975,1,DET,AL,45,156,16,23,4,2,4,18,0,2,17,52,0,0,0,0,4 +colbena01,1975,2,MON,NL,38,81,10,14,4,1,4,11,0,0,5,31,3,1,0,0,1 +colboji01,1975,1,ML4,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +colemjo05,1975,1,DET,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +collida02,1975,1,CAL,AL,93,319,41,85,13,4,3,29,24,10,36,55,1,1,3,3,4 +colucbo01,1975,1,ML4,AL,22,62,8,12,0,1,1,5,1,4,11,11,0,1,6,1,2 +colucbo01,1975,2,CHA,AL,61,161,22,33,4,2,4,13,4,0,13,34,1,1,0,0,3 +conceda01,1975,1,CIN,NL,140,507,62,139,23,1,5,49,33,6,39,51,4,2,6,4,17 +conigto01,1975,1,BOS,AL,21,57,8,7,1,0,2,9,1,0,8,9,0,0,1,3,2 +coopece01,1975,1,BOS,AL,106,305,49,95,17,6,14,44,1,4,19,33,6,3,3,3,3 +corbira01,1975,1,MIN,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +correvi01,1975,1,ATL,NL,103,325,37,70,12,1,11,39,0,2,42,66,5,1,5,2,13 +cosgrmi01,1975,1,HOU,NL,32,13,0,2,1,0,0,0,0,0,0,1,0,0,2,0,1 +cowenal01,1975,1,KCA,AL,120,328,44,91,13,8,4,42,12,7,28,36,1,4,5,2,9 +coxji01,1975,1,MON,NL,11,27,1,7,1,0,1,5,1,0,1,2,1,0,0,1,2 +coxla01,1975,1,PHI,NL,11,5,0,1,0,0,0,1,1,0,1,0,0,0,0,1,1 +cramje01,1975,1,NYN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +crawfji01,1975,1,HOU,NL,44,17,1,5,1,0,0,2,0,0,2,3,0,0,1,0,1 +crawfwi01,1975,1,LAN,NL,124,373,46,98,15,2,9,46,5,5,49,43,11,0,6,4,2 +crosbed01,1975,1,CLE,AL,61,128,12,30,3,0,0,7,0,4,13,14,0,0,4,0,4 +crosbke01,1975,1,CHN,NL,9,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +crowlte01,1975,1,CIN,NL,66,71,8,19,6,0,1,11,0,0,7,6,1,0,0,0,6 +cruzhe01,1975,1,SLN,NL,23,48,7,7,2,2,0,6,0,0,2,4,0,0,1,1,1 +cruzhe02,1975,1,LAN,NL,53,94,8,25,3,1,0,5,1,1,7,6,0,0,0,0,0 +cruzjo01,1975,1,HOU,NL,120,315,44,81,15,2,9,49,6,3,52,44,6,1,3,6,6 +cubbami01,1975,1,TEX,AL,58,143,12,32,6,0,4,21,0,0,18,14,2,0,4,3,2 +cuellmi01,1975,1,BAL,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +currela01,1975,1,ML4,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +curtijo01,1975,1,SLN,NL,39,38,6,8,0,0,0,1,0,0,5,16,0,0,5,0,1 +dacqujo01,1975,1,SFN,NL,10,7,2,0,0,0,0,0,0,0,2,6,0,0,0,0,0 +dadepa01,1975,1,CAL,AL,11,30,5,6,4,0,0,1,0,0,6,7,0,0,0,0,0 +dalcabr01,1975,1,KCA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dalcabr01,1975,2,ATL,NL,26,19,0,2,0,0,0,0,0,0,0,8,0,0,0,0,0 +darcypa01,1975,1,CIN,NL,27,47,1,4,1,0,0,1,0,0,0,27,0,0,2,0,0 +darwibo01,1975,1,MIN,AL,48,169,26,37,6,0,5,18,2,0,18,44,1,4,0,1,8 +darwibo01,1975,2,ML4,AL,55,186,19,46,6,2,8,23,4,1,11,54,0,3,1,0,4 +davanje01,1975,1,HOU,NL,32,97,15,27,4,2,1,10,2,0,16,7,1,1,0,0,3 +davisbo02,1975,1,SDN,NL,43,128,6,30,3,2,0,7,0,0,11,31,3,3,1,0,3 +davisto02,1975,1,BAL,AL,116,460,43,130,14,1,6,57,2,0,23,52,2,0,2,3,14 +daviswi02,1975,1,TEX,AL,42,169,16,42,8,2,5,17,13,5,4,25,0,1,0,0,2 +daviswi02,1975,2,SLN,NL,98,350,41,102,19,6,6,50,10,1,14,27,1,4,0,8,5 +decindo01,1975,1,BAL,AL,61,167,20,42,6,3,4,23,0,1,13,32,2,1,0,2,3 +deckejo01,1975,1,MIN,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dejesiv01,1975,1,LAN,NL,63,87,10,16,2,1,0,2,1,2,11,15,0,0,1,0,0 +delarje01,1975,1,HOU,NL,3,3,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0 +demerla01,1975,1,PIT,NL,49,24,3,3,0,1,0,0,0,0,4,10,0,0,2,0,0 +demoldo01,1975,1,MON,NL,60,8,0,0,0,0,0,0,0,0,0,6,0,0,0,0,0 +dempsri01,1975,1,NYA,AL,71,145,18,38,8,0,1,11,0,0,21,15,1,0,3,1,5 +dennyjo01,1975,1,SLN,NL,26,44,4,10,0,0,0,3,0,0,0,17,0,0,6,0,0 +dentbu01,1975,1,CHA,AL,157,602,52,159,29,4,3,58,2,4,36,48,3,0,15,9,16 +dettoto01,1975,1,CHN,NL,36,24,2,6,0,0,0,2,0,0,1,7,0,0,0,0,0 +devinad01,1975,1,ATL,NL,5,5,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +dierkla01,1975,1,HOU,NL,34,76,0,7,0,0,0,5,0,0,0,21,0,0,13,0,1 +dillast01,1975,1,BOS,AL,1,5,2,2,0,0,0,0,1,0,0,0,0,0,0,0,0 +dilonmi01,1975,1,PIT,NL,18,6,8,0,0,0,0,0,2,2,0,1,0,0,0,0,0 +dineeke01,1975,1,NYA,AL,7,22,3,8,1,0,0,1,0,0,2,1,0,0,0,0,0 +dobsoch01,1975,1,CAL,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dobsopa01,1975,1,NYA,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +doherjo01,1975,1,CAL,AL,30,94,7,19,3,0,1,12,1,1,8,12,1,0,2,1,2 +downial01,1975,1,LAN,NL,22,16,0,0,0,0,0,1,0,0,2,8,0,0,0,1,0 +downibr01,1975,1,CHA,AL,138,420,58,101,12,1,7,41,13,4,76,75,5,3,11,6,12 +doylede01,1975,1,CAL,AL,8,15,0,1,0,0,0,0,0,0,1,1,0,0,0,0,0 +doylede01,1975,2,BOS,AL,89,310,50,96,21,2,4,36,5,7,14,11,0,1,10,2,5 +dragodi01,1975,1,BOS,AL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dressro01,1975,1,SFN,NL,3,4,1,0,0,0,0,0,0,0,1,2,0,0,0,0,0 +driesda01,1975,1,CIN,NL,88,210,38,59,8,1,7,38,10,3,35,30,2,2,0,2,8 +duffyfr01,1975,1,CLE,AL,146,482,44,117,22,2,1,47,10,10,27,60,0,2,6,4,12 +duncada01,1975,1,BAL,AL,96,307,30,63,7,0,12,41,0,0,16,82,0,1,0,2,8 +dunnro01,1975,1,CHN,NL,32,44,2,7,3,0,1,6,0,0,6,17,0,0,0,2,0 +dwyerji01,1975,1,SLN,NL,21,31,4,6,1,0,0,1,0,0,4,6,0,0,1,0,1 +dwyerji01,1975,2,MON,NL,60,175,22,50,7,1,3,20,4,1,23,30,0,0,11,2,0 +dyerdu01,1975,1,PIT,NL,48,132,8,30,5,2,3,16,0,0,6,22,0,1,1,0,4 +easlemi01,1975,1,HOU,NL,5,5,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +easteja01,1975,1,ATL,NL,21,18,1,1,0,0,0,1,0,0,0,6,0,0,3,0,1 +eastwra01,1975,1,CIN,NL,58,15,0,1,0,0,0,0,0,0,0,8,0,0,1,0,0 +eckerde01,1975,1,CLE,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +eganto01,1975,1,CAL,AL,28,70,7,16,3,1,0,3,0,0,5,14,0,0,4,0,3 +ellisdo01,1975,1,PIT,NL,30,36,3,4,1,0,0,1,0,0,5,8,0,0,7,0,1 +ellisjo01,1975,1,CLE,AL,92,296,22,68,11,1,7,32,0,1,14,33,2,2,0,4,13 +ellisro01,1975,1,ML4,AL,6,7,3,2,0,0,0,0,0,0,0,0,0,0,1,0,1 +espinni01,1975,1,NYN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +essiaji01,1975,1,PHI,NL,2,1,1,1,0,0,0,1,0,0,1,0,0,0,0,0,0 +etchean01,1975,1,BAL,AL,8,20,0,4,1,0,0,3,0,0,0,3,0,0,0,0,0 +etchean01,1975,2,CAL,AL,31,100,10,28,0,1,3,17,1,0,14,19,1,0,1,1,3 +evansda01,1975,1,ATL,NL,156,567,82,138,22,2,22,73,12,3,105,106,5,2,2,5,10 +evansdw01,1975,1,BOS,AL,128,412,61,113,24,6,13,56,3,4,47,60,3,4,5,2,10 +faheybi01,1975,1,TEX,AL,21,37,3,11,1,1,0,3,0,0,1,10,0,0,1,0,1 +fairlro01,1975,1,SLN,NL,107,229,32,69,13,2,7,37,0,1,45,22,9,3,1,1,8 +falcope01,1975,1,SFN,NL,34,65,2,4,0,0,0,0,1,0,1,26,0,0,4,0,2 +fergujo01,1975,1,LAN,NL,66,202,15,42,2,1,5,23,2,1,35,47,5,1,1,2,4 +ferrese01,1975,1,MIN,AL,32,81,14,20,3,1,0,2,3,4,3,11,0,1,3,1,0 +figueed01,1975,1,CAL,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fingero01,1975,1,OAK,AL,76,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fiskca01,1975,1,BOS,AL,79,263,47,87,14,4,10,52,4,3,27,32,4,2,0,2,7 +fitzmal01,1975,1,KCA,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +flanami01,1975,1,BAL,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +flynndo01,1975,1,CIN,NL,89,127,17,34,7,0,1,20,3,0,11,13,2,0,4,1,5 +foliti01,1975,1,MON,NL,152,572,64,136,25,2,1,29,13,3,36,49,5,2,17,3,11 +folkeri01,1975,1,SDN,NL,45,36,2,6,1,0,0,4,0,0,4,14,0,0,4,0,0 +footeba01,1975,1,MON,NL,118,387,25,75,16,1,7,30,0,1,17,48,6,1,4,1,9 +fordda01,1975,1,MIN,AL,130,440,72,123,21,1,15,59,6,7,30,79,2,5,3,0,10 +forscbo01,1975,1,SLN,NL,35,78,9,24,3,3,1,5,0,0,3,20,0,1,6,0,0 +forscke01,1975,1,HOU,NL,34,22,1,1,0,0,0,0,0,0,4,7,0,0,3,0,0 +forstte01,1975,1,CHA,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fossera01,1975,1,OAK,AL,82,136,14,19,3,2,0,12,0,1,8,19,0,1,1,1,5 +fosteal01,1975,1,SDN,NL,19,11,1,1,0,0,0,2,0,0,0,3,0,0,0,0,1 +fostege01,1975,1,CIN,NL,134,463,71,139,24,4,23,78,2,1,40,73,11,3,0,5,14 +foucast01,1975,1,TEX,AL,59,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +frailke01,1975,1,CHN,NL,41,7,2,1,0,0,0,0,0,0,1,1,0,0,1,0,0 +freehbi01,1975,1,DET,AL,120,427,42,105,17,3,14,47,2,0,32,56,3,6,1,2,11 +fregoji01,1975,1,TEX,AL,77,191,25,50,5,0,7,33,0,1,20,39,4,1,1,4,6 +freisda01,1975,1,SDN,NL,36,48,2,4,0,0,0,2,0,0,6,17,0,0,6,0,0 +friaspe01,1975,1,MON,NL,51,64,4,8,2,0,0,4,0,1,3,13,0,0,2,1,1 +friseda01,1975,1,SDN,NL,65,5,1,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +fritzla01,1975,1,PHI,NL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +frymawo01,1975,1,MON,NL,38,49,4,10,2,0,0,2,0,0,2,12,0,1,5,0,0 +fuentti01,1975,1,SDN,NL,146,565,57,158,21,3,4,43,8,8,25,51,2,3,12,8,15 +gallabo01,1975,1,NYN,NL,33,15,5,2,1,0,0,0,0,0,1,3,0,0,0,0,1 +gamblos01,1975,1,CLE,AL,121,348,60,91,16,3,15,45,11,5,53,39,4,2,1,1,8 +garbege01,1975,1,PHI,NL,71,12,0,2,0,0,0,1,0,0,0,2,0,0,1,0,0 +garcipe01,1975,1,ML4,AL,98,302,40,68,15,2,6,38,12,6,18,59,1,2,10,3,9 +gardnar01,1975,1,HOU,NL,13,31,3,6,0,0,0,2,1,0,1,8,1,1,0,0,2 +garlawa01,1975,1,BAL,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +garmami01,1975,1,SLN,NL,66,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +garneph01,1975,1,OAK,AL,160,488,46,120,21,5,6,54,4,6,30,65,1,5,21,3,12 +garread01,1975,1,CHN,NL,16,21,1,2,0,0,1,6,0,0,1,8,0,0,0,1,0 +garread01,1975,2,CAL,AL,37,107,17,28,5,0,6,18,3,0,14,28,0,0,1,1,0 +garrewa01,1975,1,NYN,NL,107,274,49,73,8,3,6,34,3,2,50,45,4,1,1,2,3 +garrra01,1975,1,ATL,NL,151,625,74,174,26,11,6,31,14,9,44,50,17,3,3,3,8 +garvest01,1975,1,LAN,NL,160,659,85,210,38,6,18,95,11,2,33,66,6,3,3,6,19 +gastoci01,1975,1,ATL,NL,64,141,17,34,4,0,6,15,1,0,17,33,3,0,0,1,5 +gentrga01,1975,1,ATL,NL,7,5,0,0,0,0,0,0,0,0,0,4,0,0,1,0,0 +geronce01,1975,1,CIN,NL,148,501,69,129,25,5,6,53,13,5,48,97,8,4,3,1,7 +gibsobo01,1975,1,SLN,NL,22,28,1,5,0,0,0,4,0,0,3,9,0,0,4,2,0 +gideoji01,1975,1,TEX,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gilbrro01,1975,1,ATL,NL,90,202,24,49,3,1,2,16,5,5,24,26,0,1,8,2,2 +giustda01,1975,1,PIT,NL,61,10,2,3,0,0,0,1,0,0,1,2,0,0,4,0,0 +glynned01,1975,1,DET,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gogolbi01,1975,1,CHA,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +goltzda01,1975,1,MIN,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gomezlu01,1975,1,MIN,AL,89,72,7,10,0,0,0,5,0,2,4,12,0,0,4,1,1 +goodsed01,1975,1,SFN,NL,39,121,10,25,7,0,1,8,0,1,7,14,2,0,0,1,4 +goodsed01,1975,2,ATL,NL,47,76,5,16,2,0,1,8,0,0,2,8,0,0,1,1,5 +goodwda01,1975,1,CAL,AL,4,10,0,1,0,0,0,0,0,0,0,5,0,0,0,0,2 +gossari01,1975,1,CHA,AL,62,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grababi01,1975,1,OAK,AL,6,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +grangwa01,1975,1,HOU,NL,55,9,0,0,0,0,0,0,0,0,1,5,0,0,0,0,1 +greifbi01,1975,1,SDN,NL,59,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +grichbo01,1975,1,BAL,AL,150,524,81,136,26,4,13,57,14,10,107,88,4,8,9,7,9 +grievto01,1975,1,TEX,AL,118,369,46,102,17,1,14,61,0,2,22,74,0,0,4,1,11 +griffdo01,1975,1,BOS,AL,100,287,21,69,6,0,1,29,2,2,18,29,0,2,7,2,8 +griffke01,1975,1,CIN,NL,132,463,95,141,15,9,4,46,16,7,67,67,2,1,6,3,10 +griffto02,1975,1,HOU,NL,17,22,2,3,0,0,0,0,0,0,1,6,0,0,2,0,1 +grillst01,1975,1,DET,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grimsro02,1975,1,BAL,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grossgr01,1975,1,HOU,NL,132,483,67,142,14,10,0,41,2,2,63,37,1,0,9,3,11 +groteje01,1975,1,NYN,NL,119,386,28,114,14,5,2,39,0,1,38,23,8,1,0,3,11 +grubbjo01,1975,1,SDN,NL,144,553,72,149,36,2,4,38,2,7,59,59,4,5,3,5,7 +guerrma01,1975,1,SLN,NL,64,184,17,44,9,0,0,11,0,0,10,7,1,2,1,3,9 +guidrro01,1975,1,NYA,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gulledo01,1975,1,CIN,NL,22,62,5,14,1,1,0,9,0,0,2,15,0,0,3,1,2 +gurala01,1975,1,NYA,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hahndo01,1975,1,PHI,NL,9,5,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +hahndo01,1975,2,SLN,NL,7,8,3,1,0,0,0,0,0,0,1,1,0,0,0,0,1 +hahndo01,1975,3,SDN,NL,34,26,7,6,1,2,0,3,1,0,10,2,0,0,0,0,2 +hairsje01,1975,1,CHA,AL,69,219,26,62,8,0,0,23,1,0,46,23,3,1,6,2,4 +halejo01,1975,1,LAN,NL,71,204,20,43,7,0,6,22,1,2,26,51,4,2,4,2,1 +haliced01,1975,1,SFN,NL,24,53,2,6,1,0,0,3,0,0,3,21,0,0,5,0,0 +hallto01,1975,1,CIN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hallto01,1975,2,NYN,NL,35,5,2,2,0,0,0,0,0,0,0,1,0,0,1,0,0 +hamilda01,1975,1,OAK,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hamilda01,1975,2,CHA,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hamptik01,1975,1,CAL,AL,31,66,8,10,3,0,0,4,0,0,7,19,0,1,3,0,1 +handsbi01,1975,1,TEX,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +haneyla01,1975,1,OAK,AL,47,26,3,5,0,0,1,2,0,0,1,4,0,0,0,0,0 +hannapr01,1975,1,ATL,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hardyla01,1975,1,SDN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hargast01,1975,1,TEX,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hargrmi01,1975,1,TEX,AL,145,519,82,157,22,2,11,62,4,3,79,66,10,4,2,5,14 +harlola01,1975,1,BAL,AL,4,3,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +harmote01,1975,1,PHI,NL,48,72,14,13,1,2,0,5,0,0,9,13,0,1,3,0,3 +harpeto01,1975,1,CAL,AL,89,285,40,68,10,1,3,31,19,8,38,51,5,2,4,3,6 +harpeto01,1975,2,OAK,AL,34,69,11,22,4,0,2,7,7,0,5,9,0,1,0,0,3 +harrato01,1975,1,TEX,AL,151,522,81,153,24,1,20,93,23,9,98,71,3,1,6,4,7 +harrebu01,1975,1,NYN,NL,34,73,5,16,2,0,0,3,0,0,12,13,2,0,2,0,1 +harriro01,1975,1,ATL,NL,15,15,1,3,1,0,0,1,0,0,0,5,0,1,0,0,1 +harriro01,1975,2,CLE,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +harrivi01,1975,1,CHN,NL,51,56,6,10,0,0,0,5,0,0,6,7,0,0,1,1,0 +hasslan01,1975,1,CAL,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hausmto01,1975,1,ML4,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +healyfr02,1975,1,KCA,AL,56,188,17,48,5,2,2,18,4,3,14,19,1,0,1,0,5 +heaveda01,1975,1,SFN,NL,42,4,0,2,0,0,0,0,0,0,0,1,0,0,0,0,0 +hebneri01,1975,1,PIT,NL,128,472,65,116,16,4,15,57,0,1,43,48,6,10,3,5,7 +heganmi01,1975,1,ML4,AL,93,203,19,51,11,0,5,22,1,1,31,42,3,0,0,2,3 +heideja01,1975,1,NYN,NL,61,145,12,31,4,2,1,16,1,0,17,28,3,0,2,3,2 +heisebo01,1975,1,BOS,AL,63,126,12,27,3,0,0,21,0,0,4,6,0,2,4,2,1 +helmsto01,1975,1,HOU,NL,64,135,7,28,2,0,0,14,0,0,10,8,1,1,0,1,3 +hendeke01,1975,1,CHA,AL,140,513,65,129,20,3,9,53,5,3,74,65,14,4,1,5,18 +hendrel01,1975,1,BAL,AL,85,223,32,48,8,2,8,38,0,1,34,40,5,1,2,2,3 +hendrge01,1975,1,CLE,AL,145,561,82,145,21,2,24,86,6,7,40,78,2,0,4,8,25 +hernaen01,1975,1,SDN,NL,116,344,37,75,12,2,0,19,20,4,26,25,0,2,24,3,7 +hernake01,1975,1,SLN,NL,64,188,20,47,8,2,3,20,0,1,17,26,2,0,0,2,5 +hernara01,1975,1,PIT,NL,46,6,0,0,0,0,0,0,0,0,2,2,0,0,2,0,0 +herrmed01,1975,1,NYA,AL,80,200,16,51,9,2,6,30,0,0,16,23,5,0,0,1,6 +hilgeto01,1975,1,PHI,NL,53,12,0,3,1,0,0,3,0,0,1,4,0,0,2,0,0 +hillejo01,1975,1,DET,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hillma01,1975,1,SFN,NL,72,182,14,39,4,0,5,23,0,0,25,27,5,0,1,3,7 +hiltoda01,1975,1,SDN,NL,4,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1 +hintori01,1975,1,CHA,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hiserge01,1975,1,CHN,NL,45,62,11,15,3,0,0,6,0,1,11,7,1,0,2,1,1 +hislela01,1975,1,MIN,AL,80,255,37,80,9,2,11,51,17,3,27,39,3,1,2,4,5 +hobsobu01,1975,1,BOS,AL,2,4,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +hockech01,1975,1,CAL,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hodgero01,1975,1,NYN,NL,9,34,3,7,1,0,2,4,0,0,1,6,0,0,2,0,1 +hoernjo01,1975,1,PHI,NL,25,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +holtji01,1975,1,OAK,AL,102,123,7,27,3,0,2,16,0,0,11,11,2,2,0,1,5 +holtzke01,1975,1,OAK,AL,39,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hooddo01,1975,1,CLE,AL,35,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hootobu01,1975,1,CHN,NL,3,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hootobu01,1975,2,LAN,NL,31,70,6,9,3,0,1,7,0,0,4,27,0,0,13,0,1 +hopkido01,1975,1,OAK,AL,82,6,25,1,0,0,0,0,21,9,2,0,0,0,0,0,0 +hortowi01,1975,1,DET,AL,159,615,62,169,13,1,25,92,1,2,44,109,11,0,0,8,18 +hosleti01,1975,1,CHN,NL,62,141,22,36,7,0,6,20,1,1,27,25,3,2,1,0,5 +houghch01,1975,1,LAN,NL,38,6,1,2,0,0,0,0,0,0,0,1,0,0,1,0,0 +houseto01,1975,1,ATL,NL,58,9,0,1,0,0,0,1,0,0,1,2,0,0,0,0,1 +howardo01,1975,1,SLN,NL,17,29,1,6,0,0,1,1,0,0,0,7,0,0,0,0,0 +howarwi01,1975,1,HOU,NL,121,392,62,111,16,8,0,21,32,11,21,67,3,3,2,1,2 +howear01,1975,1,PIT,NL,63,146,13,25,9,0,1,10,1,0,15,15,3,0,1,0,5 +howelro02,1975,1,TEX,AL,125,383,43,96,15,2,10,51,2,2,39,79,6,3,2,3,5 +hraboal01,1975,1,SLN,NL,65,15,2,3,0,0,0,4,0,0,2,5,0,0,3,0,0 +hudsoch01,1975,1,CAL,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hugheji03,1975,1,MIN,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +humphte01,1975,1,DET,AL,18,41,0,10,0,0,0,1,0,0,2,6,0,0,1,0,1 +hundlra01,1975,1,SDN,NL,74,180,7,37,5,1,2,14,0,0,19,29,1,1,0,1,5 +huntebu01,1975,1,BOS,AL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hunteca01,1975,1,NYA,AL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +huntzst01,1975,1,SDN,NL,22,53,3,8,4,0,0,4,0,0,7,8,2,0,2,0,1 +huttoji01,1975,1,BAL,AL,4,5,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +huttoto01,1975,1,PHI,NL,113,165,24,41,6,0,3,24,2,5,27,10,1,0,1,1,7 +iviemi01,1975,1,SDN,NL,111,377,36,94,16,2,8,46,4,4,20,63,2,4,5,5,12 +jacksgr01,1975,1,BAL,AL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jacksre01,1975,1,OAK,AL,157,593,91,150,39,3,36,104,17,8,67,133,5,3,0,6,10 +jacksro02,1975,1,CAL,AL,13,39,2,9,2,0,0,2,1,1,2,10,0,0,2,0,0 +jamesar01,1975,1,DET,AL,11,40,2,9,2,0,0,1,1,2,1,3,0,0,0,0,1 +jeffeje01,1975,1,BAL,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jeffeje01,1975,2,CHA,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jenkife01,1975,1,TEX,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnsal01,1975,1,NYA,AL,52,119,15,31,5,1,1,15,2,3,7,21,1,0,0,2,4 +johnscl01,1975,1,HOU,NL,122,340,52,94,16,1,20,65,1,0,46,64,5,5,1,1,7 +johnsda02,1975,1,ATL,NL,1,1,0,1,1,0,0,1,0,0,0,0,0,0,0,0,0 +johnsda03,1975,1,BAL,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnsde01,1975,1,CHA,AL,148,555,66,129,25,1,18,72,0,1,48,117,0,1,0,5,19 +johnsde01,1975,2,BOS,AL,3,10,2,6,0,0,1,3,0,0,2,0,0,0,0,0,0 +johnsja01,1975,1,PHI,NL,122,350,50,115,19,2,7,54,7,3,42,39,7,0,3,3,8 +johnsje01,1975,1,SDN,NL,21,12,1,1,1,0,0,0,0,0,0,4,0,0,0,0,1 +johnsla01,1975,1,MON,NL,1,3,0,1,1,0,0,1,0,0,1,1,0,0,0,0,0 +johnsla02,1975,1,CHA,AL,8,30,2,6,3,0,1,1,0,0,1,5,0,0,0,0,0 +johnsti01,1975,1,ML4,AL,38,85,6,12,1,0,0,2,3,0,6,17,0,0,3,0,2 +johnsto02,1975,1,MIN,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jonesbo02,1975,1,TEX,AL,9,11,2,1,0,0,0,0,0,0,3,3,0,0,0,0,0 +jonescl01,1975,1,NYN,NL,21,50,2,12,1,0,0,2,0,0,3,6,0,0,0,0,0 +jonesod01,1975,1,PIT,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jonesra01,1975,1,SDN,NL,40,83,7,11,2,0,0,4,0,0,5,30,0,0,17,0,1 +jorgemi01,1975,1,MON,NL,144,445,58,116,18,0,18,67,3,3,79,75,8,7,1,3,8 +joshuvo01,1975,1,SFN,NL,129,507,75,161,25,10,7,43,20,10,32,75,0,1,4,1,6 +jutzesk01,1975,1,HOU,NL,51,93,9,21,2,0,0,6,1,0,2,4,0,0,3,0,1 +kaatji01,1975,1,CHA,AL,43,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kekicmi01,1975,1,TEX,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kellemi02,1975,1,SLN,NL,7,4,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +kellypa01,1975,1,CHA,AL,133,471,73,129,21,7,9,45,18,10,58,69,2,2,3,4,15 +kellyto01,1975,1,MIN,AL,49,127,11,23,5,0,1,11,0,0,15,22,0,0,2,3,3 +kendafr01,1975,1,SDN,NL,103,286,16,57,12,1,0,24,0,1,26,28,5,0,1,1,10 +kernji01,1975,1,CLE,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kessido01,1975,1,CHN,NL,154,601,77,146,26,10,0,46,4,7,68,47,2,1,14,9,4 +killeha01,1975,1,KCA,AL,106,312,25,62,13,0,14,44,1,2,54,70,4,1,0,2,5 +kingmda01,1975,1,NYN,NL,134,502,65,116,22,1,36,88,7,5,34,153,5,4,1,2,13 +kirbycl01,1975,1,CIN,NL,26,32,3,6,1,0,0,2,0,0,2,15,0,0,4,0,1 +kirkped01,1975,1,PIT,NL,89,144,15,34,5,0,5,16,1,0,18,22,2,0,1,1,5 +kirkwdo01,1975,1,CAL,AL,45,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kisonbr01,1975,1,PIT,NL,35,59,4,7,0,0,0,3,1,0,2,29,0,0,10,0,0 +knappch01,1975,1,CHA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +knowlda01,1975,1,CHN,NL,58,15,0,1,0,0,0,1,0,0,1,8,0,0,2,0,0 +knoxjo01,1975,1,DET,AL,43,86,8,23,1,0,0,2,1,2,10,9,0,0,0,0,4 +koniedo01,1975,1,HOU,NL,32,50,2,8,2,0,0,4,0,0,3,24,0,0,5,0,2 +koosmje01,1975,1,NYN,NL,36,78,4,14,2,0,0,6,1,0,4,31,0,0,7,0,0 +kraneed01,1975,1,NYN,NL,106,325,42,105,16,0,4,43,1,1,27,21,6,0,0,5,12 +kraveke01,1975,1,CHA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kreugri01,1975,1,BOS,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kubiate01,1975,1,OAK,AL,20,28,2,7,1,0,0,4,0,0,2,2,0,0,3,0,1 +kubiate01,1975,2,SDN,NL,87,196,13,44,5,0,0,14,3,1,24,18,5,0,2,1,5 +kucekja01,1975,1,CHA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kuipedu01,1975,1,CLE,AL,90,346,42,101,11,1,0,25,19,18,30,26,0,8,4,0,9 +kurosry01,1975,1,SLN,NL,7,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kusiccr01,1975,1,MIN,AL,57,156,14,37,8,0,6,27,0,0,21,23,1,5,1,0,3 +lacocpe01,1975,1,CHN,NL,106,249,30,57,8,1,6,30,0,2,37,27,7,0,2,4,10 +lacorfr01,1975,1,ATL,NL,3,5,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +lacyle01,1975,1,LAN,NL,101,306,44,96,11,5,7,40,5,9,22,29,1,0,5,3,10 +lagrole01,1975,1,DET,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lahoujo01,1975,1,CAL,AL,76,192,21,41,6,2,6,33,2,1,48,33,2,1,2,1,1 +lamonge01,1975,1,DET,AL,4,8,1,3,1,0,0,1,1,0,0,2,0,0,0,0,0 +langch01,1975,1,MON,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +langedi01,1975,1,CAL,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +larocda01,1975,1,CLE,AL,61,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lavelga01,1975,1,SFN,NL,65,9,0,1,0,0,0,0,0,0,1,4,0,0,0,0,1 +leebi03,1975,1,BOS,AL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leele02,1975,1,CLE,AL,13,23,3,3,1,0,0,0,1,0,2,5,0,1,0,0,0 +leele02,1975,2,LAN,NL,48,43,2,11,4,0,0,2,0,0,3,9,1,0,0,1,0 +lefloro01,1975,1,DET,AL,136,550,66,142,13,6,8,37,28,20,33,139,1,2,4,2,3 +lemanda01,1975,1,DET,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lemasjo01,1975,1,SFN,NL,22,74,4,14,4,0,2,9,2,1,4,15,0,1,0,0,0 +lemonch01,1975,1,CHA,AL,9,35,2,9,2,0,0,1,1,0,2,6,0,0,1,0,0 +leonade01,1975,1,KCA,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leoned01,1975,1,NYA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leonma01,1975,1,ATL,NL,50,9,0,3,0,0,0,0,0,0,1,1,0,0,1,0,0 +lerchra01,1975,1,PHI,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lewalde01,1975,1,LAN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lezcasi01,1975,1,ML4,AL,134,429,55,106,19,3,11,43,5,5,46,93,1,4,7,3,15 +lindbpa01,1975,1,OAK,AL,68,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lindja01,1975,1,ML4,AL,17,20,1,1,0,0,0,0,1,0,2,12,0,0,0,0,0 +lintzla01,1975,1,MON,NL,46,132,18,26,0,0,0,3,17,9,23,18,0,0,7,0,3 +lintzla01,1975,2,SLN,NL,27,18,6,5,1,0,0,1,4,0,3,2,0,0,0,0,0 +lisjo01,1975,1,CLE,AL,9,13,4,4,2,0,2,8,0,0,3,3,0,1,0,1,0 +littema01,1975,1,KCA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +llenawi01,1975,1,CAL,AL,56,113,6,21,4,0,0,11,0,1,10,11,0,0,4,1,6 +lockebo02,1975,1,CHN,NL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +locklge01,1975,1,SDN,NL,100,237,31,76,11,1,5,27,4,2,22,26,4,1,1,2,4 +lockwsk01,1975,1,NYN,NL,24,6,0,1,0,0,0,1,0,0,0,0,0,0,1,0,0 +lolicmi01,1975,1,DET,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lonboji01,1975,1,PHI,NL,27,44,2,1,0,0,0,1,0,0,6,17,0,0,6,0,1 +lopesda01,1975,1,LAN,NL,155,618,108,162,24,6,8,41,77,12,91,93,3,2,13,2,4 +lovitjo01,1975,1,TEX,AL,50,106,17,22,3,0,1,8,2,2,13,16,1,0,2,2,2 +lowenjo01,1975,1,CLE,AL,91,265,37,64,5,1,12,33,15,10,28,28,2,0,3,1,4 +lummi01,1975,1,ATL,NL,124,364,32,83,8,2,8,36,2,4,39,38,7,0,2,1,11 +lundsto01,1975,1,MIN,AL,18,28,2,3,0,0,0,1,0,0,4,5,1,0,0,0,1 +luzingr01,1975,1,PHI,NL,161,596,85,179,35,3,34,120,3,6,89,151,17,8,0,8,12 +lylesp01,1975,1,NYA,AL,49,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lynnfr01,1975,1,BOS,AL,145,528,103,175,47,7,21,105,10,5,62,90,10,3,6,6,11 +lyttlji01,1975,1,MON,NL,44,55,7,15,4,0,0,6,0,1,13,6,3,0,1,1,0 +mackape01,1975,1,MON,NL,130,448,59,101,19,6,12,44,11,5,31,99,4,2,10,4,8 +maddoel01,1975,1,NYA,AL,55,218,36,67,10,3,1,23,9,3,21,24,0,7,2,3,9 +maddoga01,1975,1,SFN,NL,17,52,4,7,1,0,1,4,1,1,6,3,1,1,1,0,0 +maddoga01,1975,2,PHI,NL,99,374,50,109,25,8,4,46,24,3,36,54,5,5,0,3,3 +madlobi01,1975,1,CHN,NL,130,514,77,182,29,7,7,64,9,7,42,34,5,3,1,5,11 +makowto01,1975,1,DET,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +manguan01,1975,1,OAK,AL,62,109,13,24,3,0,1,6,0,1,3,18,0,0,0,0,2 +mangupe01,1975,1,MON,NL,140,514,84,126,16,2,9,45,33,11,74,115,1,4,9,8,11 +manniri01,1975,1,CLE,AL,120,480,69,137,16,5,3,35,19,11,44,62,2,2,7,2,9 +manuech01,1975,1,LAN,NL,15,15,0,2,0,0,0,2,0,0,0,3,0,0,0,0,2 +manueje01,1975,1,DET,AL,6,18,0,1,0,0,0,0,0,0,0,4,0,0,0,0,1 +maricju01,1975,1,LAN,NL,2,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +marshmi01,1975,1,LAN,NL,58,15,0,1,0,0,0,0,0,0,0,6,0,0,4,0,0 +martibu01,1975,1,KCA,AL,80,226,15,51,9,2,3,23,1,0,21,28,0,1,6,1,4 +martije01,1975,1,PHI,NL,57,113,15,24,7,1,2,11,2,2,11,16,4,1,3,0,1 +martite01,1975,1,SLN,NL,16,21,1,4,2,0,0,2,0,0,0,2,0,0,2,0,2 +martite01,1975,2,OAK,AL,86,87,7,15,0,0,0,3,1,1,2,9,0,1,7,0,0 +martiti01,1975,1,NYA,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +martzga01,1975,1,KCA,AL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +masonji01,1975,1,NYA,AL,94,223,17,34,3,2,2,16,0,2,22,49,0,0,5,1,10 +matlajo01,1975,1,NYN,NL,33,70,6,7,0,0,0,2,0,0,13,33,0,0,5,0,0 +matthga01,1975,1,SFN,NL,116,425,67,119,22,3,12,58,13,4,65,53,5,2,0,2,13 +maxvida01,1975,1,OAK,AL,20,10,1,2,0,0,0,0,0,0,0,0,0,0,0,0,1 +maybejo01,1975,1,KCA,AL,156,554,95,161,38,1,34,106,5,3,119,73,16,4,1,5,8 +mayca01,1975,1,CHA,AL,128,454,55,123,19,2,8,53,12,7,67,46,13,9,0,4,12 +mayda01,1975,1,ATL,NL,82,203,28,56,8,0,12,40,1,1,25,27,3,2,0,0,4 +mayle01,1975,1,BAL,AL,146,580,67,152,28,3,20,99,1,2,36,91,8,5,0,5,26 +maymi01,1975,1,HOU,NL,111,386,29,93,15,1,4,52,1,2,26,41,3,0,4,3,7 +mayru01,1975,1,NYA,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcauldi01,1975,1,BOS,AL,7,15,0,2,0,0,0,1,0,0,1,2,0,0,1,0,1 +mcbriba01,1975,1,SLN,NL,116,413,70,124,10,9,5,36,26,8,34,52,1,1,6,1,6 +mccarti01,1975,1,BOS,AL,12,21,1,8,2,1,0,3,0,0,1,3,1,0,0,0,0 +mccarti01,1975,2,PHI,NL,47,59,6,15,2,0,1,7,0,0,14,7,3,0,0,0,0 +mcclubo01,1975,1,KCA,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mccovwi01,1975,1,SDN,NL,122,413,43,104,17,0,23,68,1,0,57,80,8,3,0,2,10 +mccrato01,1975,1,CLE,AL,23,51,7,14,1,1,2,5,4,1,7,7,2,0,1,0,0 +mcdanli01,1975,1,KCA,AL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcdowsa01,1975,1,PIT,NL,14,8,0,0,0,0,0,0,0,0,0,5,0,0,0,0,0 +mcenawi01,1975,1,CIN,NL,70,14,0,0,0,0,0,0,0,0,0,5,0,0,0,0,1 +mcgloly01,1975,1,SLN,NL,35,80,3,7,0,0,0,0,0,0,0,25,0,0,10,0,0 +mcgratu01,1975,1,PHI,NL,56,13,0,2,0,0,0,0,0,0,0,4,0,0,1,0,0 +mcintjo01,1975,1,SDN,NL,38,48,6,9,2,0,0,5,0,0,4,10,0,0,5,3,0 +mckayda01,1975,1,MIN,AL,33,125,8,32,4,1,2,16,1,1,6,14,0,1,1,2,4 +mckinri01,1975,1,OAK,AL,8,7,0,1,0,0,0,2,0,0,1,2,0,0,0,2,0 +mcmulke01,1975,1,LAN,NL,39,46,4,11,1,1,2,14,0,0,7,12,0,0,0,0,1 +mcnalda01,1975,1,MON,NL,12,21,1,4,0,0,0,1,0,0,7,9,0,0,1,0,0 +mcraeha01,1975,1,KCA,AL,126,480,58,147,38,6,5,71,11,8,47,47,7,4,6,10,18 +medicdo01,1975,1,NYA,AL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +melenlu01,1975,1,SLN,NL,110,291,33,77,8,5,2,27,3,2,16,25,3,0,7,2,10 +meltobi01,1975,1,CHA,AL,149,512,62,123,16,0,15,70,5,4,78,106,1,8,3,6,13 +mendoma01,1975,1,PIT,NL,56,50,8,9,1,0,0,2,0,0,3,17,0,0,3,0,1 +meoliru01,1975,1,CAL,AL,70,126,12,27,2,1,0,6,3,0,15,20,0,0,2,0,2 +merchan01,1975,1,BOS,AL,1,4,1,2,0,0,0,0,0,0,1,0,0,0,0,0,0 +merriji01,1975,1,TEX,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +messean01,1975,1,LAN,NL,44,108,8,17,4,0,0,9,0,0,7,25,0,1,5,2,2 +metzgbu01,1975,1,SDN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +metzgro01,1975,1,HOU,NL,127,450,54,102,7,9,2,26,4,5,41,39,10,0,15,4,6 +meyerda01,1975,1,DET,AL,122,470,56,111,17,3,8,47,8,3,26,25,1,2,2,3,16 +michage01,1975,1,DET,AL,56,145,15,31,2,0,3,13,0,0,8,28,0,0,4,1,3 +milbola01,1975,1,HOU,NL,73,151,17,32,1,2,1,9,1,2,6,14,1,1,4,1,4 +mileymi01,1975,1,CAL,AL,70,224,17,39,3,2,4,26,0,1,16,54,0,1,7,2,6 +millafe01,1975,1,NYN,NL,162,676,81,191,37,2,1,56,1,6,36,28,2,12,17,2,17 +millebr01,1975,1,SFN,NL,99,309,22,74,6,3,1,31,0,1,15,26,0,1,1,2,15 +milledy01,1975,1,BAL,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +milleri01,1975,1,BOS,AL,77,108,21,21,2,1,0,15,3,2,21,20,6,0,2,0,3 +milnejo01,1975,1,NYN,NL,91,220,24,42,11,0,7,29,1,1,33,22,4,2,0,0,5 +mingost01,1975,1,KCA,AL,36,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +minshji01,1975,1,PIT,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mintogr01,1975,1,SFN,NL,4,6,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +mitchbo02,1975,1,ML4,AL,93,229,39,57,14,3,9,41,3,4,25,69,1,0,3,2,5 +mitchcr01,1975,1,OAK,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mitchpa01,1975,1,BAL,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mittege01,1975,1,CHN,NL,84,200,19,44,4,3,5,26,0,0,19,42,7,0,1,2,3 +moateda01,1975,1,TEX,AL,54,175,21,48,9,0,3,14,9,2,13,15,0,0,3,2,9 +moffira01,1975,1,SFN,NL,55,14,2,3,0,1,0,0,0,0,0,4,0,0,0,0,0 +molinbo01,1975,1,DET,AL,6,19,2,5,0,1,0,1,0,0,1,0,0,0,1,0,0 +mondari01,1975,1,CHN,NL,136,491,89,131,29,4,17,60,8,3,83,95,12,1,7,1,8 +moneydo01,1975,1,ML4,AL,109,405,58,112,16,1,15,43,7,9,31,51,1,3,4,2,1 +mongesi01,1975,1,CAL,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +montajo01,1975,1,MON,NL,13,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +montajo01,1975,2,PHI,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +montawi01,1975,1,PHI,NL,21,84,9,24,8,0,2,16,1,0,4,12,0,0,1,1,3 +montawi01,1975,2,SFN,NL,135,518,52,158,26,2,8,85,5,3,45,50,8,4,1,9,23 +montejo01,1975,1,SFN,NL,35,80,4,7,0,1,1,2,0,0,5,44,0,0,9,0,1 +montgbo01,1975,1,BOS,AL,62,195,16,44,10,1,2,26,1,1,4,37,0,1,3,3,3 +moorech02,1975,1,ML4,AL,73,241,26,70,20,1,1,29,1,5,17,31,0,0,3,1,6 +mooredo01,1975,1,CHN,NL,4,3,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +mooreto01,1975,1,SLN,NL,10,2,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +mooreto01,1975,2,TEX,AL,14,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +moosebo01,1975,1,PIT,NL,23,18,1,3,0,0,0,0,0,0,1,8,0,0,2,0,2 +moralje01,1975,1,CHN,NL,153,578,62,156,21,0,12,91,3,7,50,65,9,5,0,11,14 +moraljo01,1975,1,MON,NL,93,163,18,49,6,1,2,24,0,2,14,21,9,0,0,1,6 +morenom01,1975,1,PIT,NL,6,6,1,1,0,0,0,0,1,0,1,1,0,0,0,0,0 +moretro01,1975,1,BOS,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +morgajo02,1975,1,CIN,NL,146,498,107,163,27,6,17,94,67,10,132,52,3,3,0,6,3 +mortoca01,1975,1,ATL,NL,39,94,9,15,2,0,0,5,0,0,4,30,0,0,5,0,0 +mosesje01,1975,1,SDN,NL,13,19,1,3,2,0,0,1,0,0,2,3,0,0,0,0,1 +mosesje01,1975,2,CHA,AL,2,2,1,1,0,1,0,0,0,0,0,0,0,0,0,0,0 +motama01,1975,1,LAN,NL,52,49,3,13,1,0,0,10,0,0,5,1,0,2,3,0,3 +mumphje01,1975,1,SLN,NL,11,16,2,6,2,0,0,1,0,0,4,3,0,0,0,0,0 +munsoth01,1975,1,NYA,AL,157,597,83,190,24,3,12,102,3,2,45,52,8,6,3,10,23 +murcebo01,1975,1,SFN,NL,147,526,80,157,29,4,11,91,9,5,91,45,6,2,1,12,11 +murphto02,1975,1,ML4,AL,53,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +murrada01,1975,1,MON,NL,63,14,1,3,0,0,0,1,0,0,2,5,0,0,0,0,0 +murrala01,1975,1,NYA,AL,6,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +muserto01,1975,1,CHA,AL,43,111,11,27,3,0,0,6,2,1,7,8,1,0,1,1,6 +muserto01,1975,2,BAL,AL,80,82,11,26,3,0,0,11,0,0,8,9,0,0,1,1,3 +nelsoda01,1975,1,TEX,AL,28,80,9,17,1,0,2,10,6,0,8,10,1,1,2,1,3 +nettlgr01,1975,1,NYA,AL,157,581,71,155,24,4,21,91,1,3,51,88,3,2,2,11,8 +nettlmo01,1975,1,CAL,AL,112,294,50,68,11,0,0,23,22,15,26,57,2,1,3,1,2 +niekrjo01,1975,1,HOU,NL,40,14,1,3,0,0,0,0,0,0,2,2,0,0,2,0,0 +niekrph01,1975,1,ATL,NL,39,99,5,17,2,1,0,10,0,0,1,18,0,0,4,2,1 +nolanga01,1975,1,CIN,NL,32,68,10,12,1,1,0,7,0,0,7,29,0,0,6,0,1 +nolanjo01,1975,1,ATL,NL,4,4,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0 +nordbti01,1975,1,BAL,AL,40,34,6,4,1,0,0,0,0,0,7,7,0,0,0,0,0 +normafr01,1975,1,CIN,NL,34,60,3,7,1,0,0,4,0,0,3,19,0,0,9,0,0 +norrimi01,1975,1,OAK,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +northbi01,1975,1,OAK,AL,140,524,74,143,17,5,1,43,30,12,81,80,3,4,13,2,8 +northji01,1975,1,BAL,AL,84,194,27,53,13,0,5,29,0,1,22,22,1,2,0,3,8 +nymanny01,1975,1,CHA,AL,106,327,36,74,6,3,2,28,10,4,11,34,0,2,1,1,5 +oatesjo01,1975,1,ATL,NL,8,18,0,4,1,0,0,0,0,0,1,4,0,0,0,0,0 +oatesjo01,1975,2,PHI,NL,90,269,28,77,14,0,1,25,1,0,33,29,10,0,4,4,6 +odombl01,1975,1,OAK,AL,8,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +odombl01,1975,2,CLE,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +odombl01,1975,3,ATL,NL,15,13,0,1,1,0,0,1,0,0,0,5,0,0,1,0,0 +officro01,1975,1,ATL,NL,126,355,30,103,14,1,3,30,2,2,23,41,4,3,5,2,10 +oglivbe01,1975,1,DET,AL,100,332,45,95,14,1,9,36,11,8,16,62,0,2,3,4,10 +olivato01,1975,1,MIN,AL,131,455,46,123,10,0,13,58,0,1,41,45,15,13,0,6,10 +oliveal01,1975,1,PIT,NL,155,628,90,176,39,8,18,84,4,2,25,73,3,5,0,8,19 +olivebo01,1975,1,NYA,AL,18,38,3,5,1,0,0,1,0,0,1,9,0,0,0,0,2 +ontivst01,1975,1,SFN,NL,108,325,21,94,16,0,3,31,2,0,55,44,4,2,2,4,9 +ortajo01,1975,1,CHA,AL,140,542,64,165,26,10,11,83,16,9,48,67,7,4,4,4,17 +osboroz01,1975,1,CHA,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +osburpa01,1975,1,ML4,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +osteecl01,1975,1,CHA,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +otisam01,1975,1,KCA,AL,132,470,87,116,26,6,9,46,39,11,66,48,1,4,4,4,8 +otted01,1975,1,PIT,NL,5,5,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +ottenji01,1975,1,CHA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pacioto01,1975,1,LAN,NL,62,145,14,28,8,0,1,5,4,3,11,29,1,0,1,0,3 +pactwjo01,1975,1,CAL,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +paganda01,1975,1,NYA,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +palmeji01,1975,1,BAL,AL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +parkeda01,1975,1,PIT,NL,148,558,75,172,35,10,25,101,8,6,38,89,4,5,0,1,18 +parkeha01,1975,1,NYN,NL,18,2,0,0,0,0,0,1,0,0,4,2,0,0,1,0,0 +parkeha01,1975,2,SLN,NL,14,1,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0 +parrila01,1975,1,MON,NL,145,532,50,146,32,5,10,65,4,5,28,74,5,4,7,2,14 +patekfr01,1975,1,KCA,AL,136,483,58,110,14,5,5,45,32,7,42,65,0,2,11,3,9 +pattima01,1975,1,KCA,AL,45,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pazikmi01,1975,1,MIN,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pembebr01,1975,1,NYN,NL,2,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +penaor01,1975,1,CAL,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pentzge01,1975,1,DET,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +perezma01,1975,1,ATL,NL,120,461,50,127,14,2,2,34,2,2,37,44,2,0,7,3,16 +perezto01,1975,1,CIN,NL,137,511,74,144,28,3,20,109,1,2,54,101,6,3,0,6,12 +perryga01,1975,1,CLE,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +perryga01,1975,2,TEX,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +perryji01,1975,1,CLE,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +perryji01,1975,2,OAK,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +perzast01,1975,1,TEX,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +peterfr01,1975,1,CLE,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +petrori01,1975,1,BOS,AL,115,402,31,96,15,1,7,59,0,2,41,66,1,3,3,5,16 +phillmi01,1975,1,SFN,NL,10,31,3,6,0,0,0,1,1,0,6,4,0,0,0,0,1 +phillmi01,1975,2,NYN,NL,116,383,31,98,10,7,1,28,3,0,25,47,5,1,2,4,8 +piercja01,1975,1,DET,AL,53,170,19,40,6,1,8,22,0,0,20,40,1,2,0,2,2 +pinielo01,1975,1,NYA,AL,74,199,7,39,4,1,0,22,0,0,16,22,3,3,0,3,13 +pinsova01,1975,1,KCA,AL,103,319,37,71,14,5,4,21,5,6,10,21,4,2,1,4,5 +pitlosk01,1975,1,CHA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pittsga01,1975,1,OAK,AL,10,3,1,1,1,0,0,1,0,0,0,0,0,0,0,0,1 +plummbi01,1975,1,CIN,NL,65,159,17,29,7,0,1,19,1,0,24,28,2,2,0,4,0 +pocorbi01,1975,1,ATL,NL,67,188,15,48,7,1,1,22,0,0,20,11,2,0,2,1,5 +poeppmi01,1975,1,MIN,AL,14,37,0,5,1,0,0,1,0,0,5,7,0,0,0,0,2 +poledi01,1975,1,BOS,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +popovpa01,1975,1,PIT,NL,25,40,5,8,1,0,0,1,0,0,3,2,0,1,0,0,0 +porteda02,1975,1,ML4,AL,130,409,66,95,12,5,18,60,2,5,89,77,10,5,1,7,8 +powelbo01,1975,1,CLE,AL,134,435,64,129,18,0,27,86,1,3,59,72,5,1,1,6,5 +powelpa01,1975,1,LAN,NL,8,10,2,2,1,0,0,0,0,0,1,2,0,0,0,0,1 +prallwi01,1975,1,CHN,NL,3,4,1,0,0,0,0,1,0,0,0,3,0,0,2,0,0 +pruitro01,1975,1,TEX,AL,14,17,2,3,0,0,0,0,0,0,1,3,0,0,0,0,1 +quintlu01,1975,1,CAL,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +quirkja01,1975,1,KCA,AL,14,39,2,10,0,0,1,5,0,0,2,7,1,0,0,0,1 +raderda01,1975,1,SFN,NL,98,292,39,85,15,0,5,31,1,0,32,30,12,1,0,3,9 +raderdo02,1975,1,HOU,NL,129,448,41,100,23,2,12,48,5,4,42,101,3,5,2,2,11 +raicher01,1975,1,CLE,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ramiror01,1975,1,CAL,AL,44,100,10,24,4,1,0,4,9,6,11,22,0,0,2,0,2 +randlle01,1975,1,TEX,AL,156,601,85,166,24,7,4,57,16,19,57,80,3,4,10,4,8 +randowi01,1975,1,PIT,NL,30,61,9,10,1,0,0,3,1,0,7,6,1,0,1,1,3 +rasmuer01,1975,1,SLN,NL,14,26,1,4,0,0,0,3,0,0,1,8,0,0,1,0,0 +raudo01,1975,1,LAN,NL,38,87,5,17,0,0,0,6,0,0,5,28,0,0,10,0,3 +reedro01,1975,1,ATL,NL,10,26,3,6,2,0,0,4,0,0,1,11,0,0,0,0,0 +reedro01,1975,2,SLN,NL,24,56,4,9,3,0,0,3,0,0,1,19,0,0,5,0,0 +reitzke01,1975,1,SLN,NL,161,592,43,159,25,1,5,63,1,1,22,54,9,5,2,6,18 +remyje01,1975,1,CAL,AL,147,569,82,147,17,5,1,46,34,21,45,55,1,0,12,3,15 +renkost01,1975,1,MON,NL,33,54,5,15,1,0,1,7,1,0,5,13,0,0,5,0,0 +retteme01,1975,1,CIN,NL,93,188,24,45,6,1,2,19,5,0,35,22,3,0,1,2,6 +reuscpa01,1975,1,CHN,NL,28,4,0,0,0,0,0,0,0,0,1,2,0,0,0,0,0 +reuscri01,1975,1,CHN,NL,38,77,3,16,2,0,1,7,0,1,3,11,0,0,6,0,2 +reussje01,1975,1,PIT,NL,32,71,6,14,2,0,0,2,0,0,5,27,0,0,10,0,0 +reynobo01,1975,1,BAL,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reynobo01,1975,2,DET,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reynobo01,1975,3,CLE,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reynocr01,1975,1,PIT,NL,31,76,8,17,3,0,0,4,0,1,3,5,1,0,0,0,1 +reynoke01,1975,1,SLN,NL,10,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rhoderi01,1975,1,LAN,NL,26,28,0,2,0,0,0,1,0,0,1,6,0,0,1,0,0 +riceji01,1975,1,BOS,AL,144,564,92,174,29,4,22,102,10,5,36,122,7,4,1,8,19 +richajr01,1975,1,HOU,NL,33,74,4,15,6,0,1,13,0,0,1,29,0,0,5,0,2 +richale01,1975,1,CHA,AL,43,45,11,9,0,1,0,5,2,3,4,7,0,0,0,0,0 +riverbo01,1975,1,MON,NL,5,9,1,1,0,0,0,0,0,0,2,3,0,0,0,0,1 +rivermi01,1975,1,CAL,AL,155,616,70,175,17,13,1,53,70,14,43,42,5,2,7,4,6 +roberbo01,1975,1,PIT,NL,75,124,17,34,4,0,6,18,0,0,23,25,0,2,0,3,0 +roberda05,1975,1,HOU,NL,32,63,2,9,2,1,0,5,0,0,1,12,0,0,10,0,0 +roberda06,1975,1,SDN,NL,33,113,7,32,2,0,2,12,3,1,13,19,3,2,4,0,1 +roberle01,1975,1,DET,AL,129,447,51,115,17,5,10,38,3,7,36,94,1,4,5,4,9 +robinbi02,1975,1,PIT,NL,92,200,26,56,12,2,6,33,3,1,11,36,4,0,3,3,6 +robinbr01,1975,1,BAL,AL,144,482,50,97,15,1,6,53,0,0,44,33,10,1,8,4,6 +robincr01,1975,1,ATL,NL,10,17,1,1,0,0,0,0,0,0,0,5,0,0,0,0,1 +robincr01,1975,2,SFN,NL,29,29,4,2,1,0,0,0,0,0,2,6,0,0,1,0,1 +robinfr02,1975,1,CLE,AL,49,118,19,28,5,0,9,24,0,0,29,15,3,0,1,1,2 +robsoto01,1975,1,TEX,AL,17,35,3,7,0,0,0,2,0,0,1,3,0,0,0,1,2 +rodriau01,1975,1,DET,AL,151,507,47,124,20,6,13,60,1,1,30,63,1,0,8,1,8 +rodried01,1975,1,ML4,AL,43,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodriel01,1975,1,CAL,AL,90,226,20,53,6,0,3,27,2,2,49,37,0,6,9,3,7 +rogerst01,1975,1,MON,NL,35,77,4,13,0,1,0,5,0,0,8,24,0,0,6,1,0 +rogodmi01,1975,1,PHI,NL,16,19,3,5,1,0,0,4,0,1,3,2,0,0,0,0,0 +rojasco01,1975,1,KCA,AL,120,406,34,103,18,2,2,37,4,5,30,24,2,0,7,2,15 +roofph01,1975,1,MIN,AL,63,126,18,38,2,0,7,21,0,0,9,28,1,1,6,0,2 +rookeji01,1975,1,PIT,NL,28,63,4,6,0,0,0,2,0,0,3,20,0,0,9,0,1 +roselda01,1975,1,CHN,NL,19,58,7,15,2,0,1,8,0,1,9,8,2,0,2,2,1 +rosepe01,1975,1,CIN,NL,162,662,112,210,47,4,7,74,0,1,89,50,8,11,1,1,13 +rossga01,1975,1,CAL,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +roystje01,1975,1,LAN,NL,13,36,2,9,2,1,0,1,1,0,1,3,0,0,0,0,1 +rudijo01,1975,1,OAK,AL,126,468,66,130,26,6,21,75,2,1,40,56,12,3,3,1,11 +rudolke01,1975,1,SLN,NL,44,80,5,16,2,0,1,6,0,0,3,10,0,0,0,0,4 +ruhleve01,1975,1,DET,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +russebi01,1975,1,LAN,NL,84,252,24,52,9,2,0,14,5,0,23,28,6,2,4,1,6 +ruthvdi01,1975,1,PHI,NL,12,13,1,2,0,0,0,1,0,0,0,3,0,0,2,0,0 +ryanno01,1975,1,CAL,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sadecra01,1975,1,SLN,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sadecra01,1975,2,ATL,NL,25,15,0,3,1,0,0,2,0,0,0,4,0,0,1,0,1 +sadecra01,1975,3,KCA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sadekmi01,1975,1,SFN,NL,42,106,14,25,5,2,0,9,1,0,14,14,1,0,0,1,6 +sandeke01,1975,1,NYN,NL,30,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +sandsch01,1975,1,OAK,AL,3,2,0,1,0,0,0,0,0,0,1,1,0,0,0,0,0 +sandtto01,1975,1,OAK,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sanguma01,1975,1,PIT,NL,133,481,60,158,24,4,9,58,5,4,48,31,15,3,2,3,12 +sawyeri01,1975,1,NYA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +scanlpa02,1975,1,MON,NL,60,109,5,20,3,1,2,15,0,1,17,25,3,0,0,0,2 +scarcma01,1975,1,NYN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +scherfr01,1975,1,HOU,NL,16,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +scherfr01,1975,2,MON,NL,34,16,0,1,1,0,0,0,0,0,1,2,0,0,0,0,0 +schmimi01,1975,1,PHI,NL,158,562,93,140,34,3,38,95,29,12,101,180,10,4,6,1,7 +schuero01,1975,1,PHI,NL,46,13,0,2,0,0,0,0,0,0,0,3,0,0,1,0,0 +schulbu01,1975,1,CHN,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +scottge02,1975,1,ML4,AL,158,617,86,176,26,4,36,109,6,5,51,97,7,3,1,3,26 +scottjo01,1975,1,SDN,NL,25,9,6,0,0,0,0,0,2,0,0,2,0,0,0,0,0 +scottmi02,1975,1,CAL,AL,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +scottro01,1975,1,KCA,AL,48,15,13,1,0,0,0,0,4,2,1,3,0,0,2,0,0 +scottto01,1975,1,MON,NL,92,143,19,26,4,2,0,11,5,6,12,38,2,3,0,1,4 +scrivch01,1975,1,DET,AL,4,16,0,4,1,0,0,0,1,0,0,1,0,0,0,0,0 +seaveto01,1975,1,NYN,NL,37,95,7,17,1,0,0,5,0,0,8,24,0,1,7,0,2 +seguidi01,1975,1,BOS,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sellsda01,1975,1,CAL,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sellsda01,1975,2,LAN,NL,5,1,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0 +sharodi01,1975,1,SDN,NL,91,160,14,31,7,0,4,20,0,2,26,35,0,0,5,0,6 +sharpbi01,1975,1,CHA,AL,18,35,1,7,0,0,0,4,0,0,2,3,0,0,1,0,0 +sharpbi01,1975,2,ML4,AL,125,373,37,95,27,3,1,34,0,3,19,26,2,1,9,5,9 +sheldbo01,1975,1,ML4,AL,53,181,17,52,3,3,0,14,0,3,13,14,0,2,2,2,5 +shopato01,1975,1,BAL,AL,40,31,4,5,1,0,0,2,3,0,4,7,0,0,1,0,2 +siebepa01,1975,1,HOU,NL,7,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +siebeso01,1975,1,SDN,NL,7,8,1,3,1,0,0,1,0,0,2,2,0,0,1,0,0 +siebeso01,1975,2,OAK,AL,17,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +simmote01,1975,1,SLN,NL,157,581,80,193,32,3,18,100,1,3,63,35,16,1,0,4,20 +simpsjo01,1975,1,LAN,NL,9,6,3,2,0,0,0,0,0,0,0,2,0,0,0,0,0 +simpswa01,1975,1,PHI,NL,7,9,0,2,0,0,0,0,0,0,1,6,0,0,0,0,0 +singebi01,1975,1,CAL,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +singlke01,1975,1,BAL,AL,155,586,88,176,37,4,15,55,3,5,118,82,12,1,3,6,9 +sizemte01,1975,1,SLN,NL,153,562,56,135,23,1,3,49,1,5,45,37,2,2,21,5,10 +slatoji01,1975,1,ML4,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smallro02,1975,1,TEX,AL,78,250,22,57,8,0,3,33,4,0,30,42,1,0,4,2,6 +smithbi05,1975,1,CAL,AL,59,143,10,29,5,1,0,14,1,3,12,27,0,0,3,1,0 +smithre06,1975,1,SLN,NL,135,477,67,144,26,3,19,76,9,7,63,59,9,3,0,7,16 +smithto04,1975,1,CLE,AL,8,8,0,1,0,0,0,2,0,0,0,1,0,0,0,1,0 +soderer01,1975,1,MIN,AL,117,419,62,120,17,2,11,58,3,5,53,66,1,0,1,2,14 +solaito01,1975,1,KCA,AL,93,231,35,60,11,0,16,44,0,1,39,79,1,2,1,2,6 +solomed01,1975,1,CHN,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sosael01,1975,1,SLN,NL,14,8,0,1,0,0,0,1,0,0,0,4,0,0,0,0,0 +sosael01,1975,2,ATL,NL,43,7,0,1,0,0,0,0,0,0,0,1,0,0,1,0,0 +sosajo01,1975,1,HOU,NL,26,9,2,3,1,0,1,3,0,0,0,3,0,0,0,0,0 +speedho01,1975,1,SFN,NL,17,15,2,2,1,0,0,1,0,0,1,8,0,1,0,0,0 +speiech01,1975,1,SFN,NL,141,487,60,132,30,5,10,69,4,5,70,50,7,1,3,3,13 +spencji01,1975,1,TEX,AL,132,403,50,107,18,1,11,47,0,1,35,43,6,2,2,1,9 +sperrro01,1975,1,CHN,NL,65,144,25,30,4,1,1,9,0,2,16,31,3,1,3,2,3 +spikech01,1975,1,CLE,AL,111,345,41,79,13,3,11,33,7,6,30,51,3,0,3,0,11 +spillda01,1975,1,SDN,NL,37,45,4,6,1,0,0,0,0,0,8,25,0,0,6,0,0 +splitpa01,1975,1,KCA,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +spraged01,1975,1,ML4,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +squirmi01,1975,1,CHA,AL,20,65,5,15,0,0,0,4,3,0,8,5,2,0,0,1,2 +staigro01,1975,1,NYN,NL,13,19,2,3,1,0,0,0,0,0,0,4,0,0,0,0,2 +stanhdo01,1975,1,MON,NL,4,3,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +stanlfr01,1975,1,NYA,AL,117,252,34,56,5,1,0,15,3,1,21,27,0,1,8,2,8 +stanlmi01,1975,1,DET,AL,52,164,26,42,7,3,3,19,1,1,15,27,2,1,0,1,2 +stantle01,1975,1,CAL,AL,137,440,67,115,20,3,14,82,18,6,52,85,4,6,8,4,8 +stantmi01,1975,1,HOU,NL,7,4,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +stargwi01,1975,1,PIT,NL,124,461,71,136,32,2,22,90,0,0,58,109,6,3,0,4,9 +staubru01,1975,1,NYN,NL,155,574,93,162,30,4,19,105,2,0,77,55,14,9,1,9,18 +stearjo01,1975,1,NYN,NL,59,169,25,32,5,1,3,10,4,1,17,15,4,2,3,2,6 +steinbi02,1975,1,CHA,AL,76,226,23,61,7,1,3,21,2,2,18,32,0,1,2,0,6 +stennre01,1975,1,PIT,NL,148,616,89,176,25,7,7,62,5,4,33,42,1,4,6,5,15 +stillro02,1975,1,BAL,AL,13,14,1,6,0,0,0,1,0,0,1,3,0,0,0,0,0 +stinsbo01,1975,1,KCA,AL,63,147,18,39,9,1,1,9,1,0,18,29,1,1,4,2,1 +stoddti01,1975,1,CHA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stonege02,1975,1,NYN,NL,13,18,2,3,0,0,0,2,0,0,1,5,0,0,2,0,0 +stonest01,1975,1,CHN,NL,34,72,3,8,2,0,0,3,0,0,3,29,0,1,7,0,1 +stricji01,1975,1,CLE,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +strombr01,1975,1,SDN,NL,18,30,3,3,1,0,0,1,0,0,2,6,0,0,6,0,0 +sudakbi01,1975,1,CAL,AL,30,58,4,7,2,0,1,6,1,1,12,15,3,1,0,2,0 +sudakbi01,1975,2,CLE,AL,20,46,4,9,0,0,1,3,0,1,4,7,1,0,0,0,0 +summech01,1975,1,CHN,NL,76,91,14,21,5,1,1,16,0,0,10,13,0,1,0,1,3 +sundbji01,1975,1,TEX,AL,155,472,45,94,9,0,6,36,3,1,51,77,0,4,13,0,16 +suthega01,1975,1,DET,AL,129,503,51,130,12,3,6,39,0,2,45,41,3,3,4,4,13 +suttodo01,1975,1,LAN,NL,35,80,4,11,1,0,0,3,0,0,4,20,0,0,12,0,3 +swancr01,1975,1,NYN,NL,6,7,0,0,0,0,0,1,0,0,0,5,0,0,2,0,0 +swishst01,1975,1,CHN,NL,93,254,20,54,16,2,1,22,1,0,30,57,7,4,6,4,15 +tananfr01,1975,1,CAL,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tatera01,1975,1,NYN,NL,26,41,2,0,0,0,0,0,0,1,1,22,0,0,5,0,0 +taverfr01,1975,1,PIT,NL,134,378,44,80,9,4,0,23,17,6,37,42,0,2,8,2,2 +tayloch02,1975,1,MON,NL,54,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +tayloto02,1975,1,PHI,NL,79,103,13,25,5,1,1,17,3,3,17,18,2,1,1,2,4 +tekulke01,1975,1,PIT,NL,34,11,1,1,0,0,0,1,0,0,1,7,0,0,0,0,0 +tenacge01,1975,1,OAK,AL,158,498,83,127,17,0,29,87,7,4,106,127,2,12,3,4,8 +tepedfr01,1975,1,ATL,NL,8,7,0,0,0,0,0,0,0,0,1,2,0,0,0,0,1 +terlegr01,1975,1,SLN,NL,20,3,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +terreje01,1975,1,MIN,AL,108,385,48,110,16,2,1,36,4,4,19,27,0,3,9,1,12 +thomade01,1975,1,SFN,NL,144,540,99,149,21,9,6,48,28,13,57,56,0,3,8,3,7 +thomaga01,1975,1,SFN,NL,114,326,44,74,12,3,7,32,9,3,37,48,1,1,0,5,1 +thomago01,1975,1,ML4,AL,121,240,34,43,12,2,10,28,4,2,31,84,0,0,4,5,4 +thomast01,1975,1,TEX,AL,46,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thompda01,1975,1,MIN,AL,112,355,25,96,11,2,5,37,0,3,18,30,2,0,7,4,7 +thompmi01,1975,1,ATL,NL,16,14,0,1,0,0,0,0,0,0,0,10,0,0,2,0,1 +thornan01,1975,1,CHN,NL,120,372,70,109,21,4,18,60,3,2,88,63,12,4,3,6,6 +throoge01,1975,1,KCA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tiantlu01,1975,1,BOS,AL,35,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tidrodi01,1975,1,NYA,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +toddji01,1975,1,OAK,AL,58,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tolanbo01,1975,1,SDN,NL,147,506,58,129,19,4,5,43,11,13,28,45,3,10,14,2,15 +tomlida01,1975,1,SDN,NL,67,5,1,1,0,0,0,0,0,0,2,1,0,0,2,0,0 +tomsto01,1975,1,SFN,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +torrehe01,1975,1,SDN,NL,112,352,31,91,12,0,5,26,2,3,22,32,3,0,7,6,8 +torrejo01,1975,1,NYN,NL,114,361,33,89,16,3,6,35,0,0,35,55,3,2,2,0,22 +torremi01,1975,1,BAL,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +torrepa01,1975,1,ATL,NL,6,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +tovarce01,1975,1,TEX,AL,102,427,53,110,16,0,3,28,16,11,27,25,0,3,5,1,8 +tovarce01,1975,2,OAK,AL,19,26,5,6,1,0,0,3,4,0,3,3,0,0,0,0,0 +travebi01,1975,1,ML4,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +trillma01,1975,1,CHN,NL,154,545,55,135,12,2,7,70,1,7,45,78,3,3,15,5,10 +turneje01,1975,1,SDN,NL,11,22,1,6,0,0,0,0,0,0,2,1,1,0,0,0,1 +twitcwa01,1975,1,PHI,NL,36,34,1,3,2,0,0,1,0,0,0,24,0,0,3,0,0 +tyronji01,1975,1,CHN,NL,11,22,0,5,0,1,0,3,1,1,1,4,0,0,0,1,0 +tysonmi01,1975,1,SLN,NL,122,368,45,98,16,3,2,37,5,2,24,39,4,3,6,1,7 +umbarji01,1975,1,TEX,AL,56,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +underto01,1975,1,PHI,NL,35,74,4,9,1,0,0,8,0,0,3,19,0,0,7,0,3 +unserde01,1975,1,NYN,NL,147,531,65,156,18,2,10,53,4,3,37,76,6,0,8,4,8 +upshace01,1975,1,CHA,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vailmi01,1975,1,NYN,NL,38,162,17,49,8,1,3,17,0,0,9,37,1,0,0,0,3 +valenbo02,1975,1,CAL,AL,26,57,5,16,2,0,0,5,0,2,4,3,0,1,1,3,1 +valenbo02,1975,2,SDN,NL,7,15,1,2,0,0,1,1,1,0,4,0,0,0,1,0,0 +valenel01,1975,1,MON,NL,12,33,2,12,4,0,1,3,0,0,2,4,0,0,0,0,1 +varnepe01,1975,1,CHA,AL,36,107,12,29,5,1,2,8,2,0,6,28,1,1,0,0,1 +velezot01,1975,1,NYA,AL,6,8,0,2,0,0,0,1,0,0,2,0,0,0,0,0,0 +veryzto01,1975,1,DET,AL,128,404,37,102,13,1,5,48,2,6,23,76,1,5,2,5,7 +vuckope01,1975,1,CHA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vukovjo01,1975,1,CIN,NL,31,38,4,8,3,0,0,2,0,0,4,5,1,0,4,0,0 +waitsri01,1975,1,CLE,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +walketo02,1975,1,DET,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wallami01,1975,1,NYA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wallami01,1975,2,SLN,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wallide01,1975,1,OAK,AL,6,8,0,1,1,0,0,2,0,0,0,4,0,0,0,0,0 +wallijo01,1975,1,CHN,NL,16,56,9,16,2,2,1,4,2,0,5,14,0,0,0,0,1 +wallst01,1975,1,LAN,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +waltoda01,1975,1,MIN,AL,42,63,4,11,2,0,1,8,0,0,4,18,2,0,0,0,3 +warthda01,1975,1,MON,NL,40,51,2,6,0,0,0,1,0,0,1,24,0,0,4,0,0 +washicl01,1975,1,OAK,AL,148,590,86,182,24,7,10,77,40,15,32,80,9,5,1,7,12 +washihe01,1975,1,OAK,AL,13,0,4,0,0,0,0,0,2,1,0,0,0,0,0,0,0 +watsobo01,1975,1,HOU,NL,132,485,67,157,27,1,18,85,3,5,40,50,10,3,0,5,11 +watted01,1975,1,CHN,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +webbha01,1975,1,NYN,NL,31,31,5,8,0,0,0,3,0,0,2,7,0,0,0,0,0 +wernedo01,1975,1,CIN,NL,7,8,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0 +whitefr01,1975,1,KCA,AL,111,304,43,76,10,2,7,36,11,3,20,39,0,1,2,2,4 +whiteje01,1975,1,MON,NL,39,97,14,29,4,1,2,7,5,2,10,7,1,0,0,0,0 +whitero01,1975,1,NYA,AL,148,556,81,161,32,5,12,59,16,15,72,50,1,2,4,2,5 +whitfte01,1975,1,NYA,AL,28,81,9,22,1,1,0,7,1,0,1,17,0,0,0,2,2 +wilcomi01,1975,1,CHN,NL,25,3,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +wileyma01,1975,1,MIN,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +willibi01,1975,1,OAK,AL,155,520,68,127,20,1,23,81,0,0,76,68,7,2,1,3,9 +willich01,1975,1,SFN,NL,55,16,1,2,0,1,0,0,0,0,1,7,0,0,0,0,1 +williea02,1975,1,ATL,NL,111,383,42,92,13,0,11,50,0,0,34,63,2,3,1,3,16 +williwa02,1975,1,NYA,AL,82,185,27,52,5,1,5,16,0,1,8,23,1,3,3,1,4 +willoji01,1975,1,BOS,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +winfida01,1975,1,SDN,NL,143,509,74,136,20,2,15,76,23,4,69,82,14,3,3,7,11 +wiseri01,1975,1,BOS,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wockejo01,1975,1,DET,AL,35,118,15,27,6,3,4,13,0,0,10,15,0,0,1,1,5 +wohlfji01,1975,1,KCA,AL,116,353,45,90,10,5,0,30,12,7,34,37,2,1,8,6,3 +woodwi01,1975,1,CHA,AL,43,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wrighcl01,1975,1,TEX,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wynnji01,1975,1,LAN,NL,130,412,80,102,16,0,18,58,7,3,110,77,2,1,1,5,8 +yastrca01,1975,1,BOS,AL,149,543,91,146,30,1,14,60,8,4,87,67,12,2,0,2,14 +yeagest01,1975,1,LAN,NL,135,452,34,103,16,1,12,54,2,5,40,75,7,8,9,6,15 +yorkji01,1975,1,HOU,NL,19,11,0,1,0,0,0,0,0,0,1,5,0,0,0,0,0 +yountro01,1975,1,ML4,AL,147,558,67,149,28,2,8,52,12,4,33,69,3,1,10,5,8 +zahnge01,1975,1,LAN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +zahnge01,1975,2,CHN,NL,16,15,1,2,0,0,0,1,0,0,0,3,0,0,7,0,1 +zamoros01,1975,1,CHN,NL,52,6,0,1,0,0,0,0,0,0,0,0,0,0,4,0,0 +ziskri01,1975,1,PIT,NL,147,504,69,146,27,3,20,75,0,1,68,109,9,2,0,4,12 +aaronha01,1976,1,ML4,AL,85,271,22,62,8,0,10,35,0,1,35,38,1,0,0,2,8 +abbotgl01,1976,1,OAK,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +adamsgl01,1976,1,SFN,NL,69,74,2,18,4,0,0,3,1,0,1,12,0,0,0,0,4 +adamsmi02,1976,1,CHN,NL,25,29,1,4,2,0,0,2,0,0,8,7,0,1,0,0,0 +alburvi01,1976,1,MIN,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +alcalsa01,1976,1,CIN,NL,30,43,5,6,1,0,0,2,0,0,2,26,0,0,5,0,0 +alexado01,1976,1,BAL,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +alexado01,1976,2,NYA,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +alexaga01,1976,1,SFN,NL,23,73,12,13,1,1,2,7,1,0,10,16,1,0,0,1,1 +alexama01,1976,1,OAK,AL,61,30,16,1,0,0,0,0,20,7,0,5,0,0,0,0,0 +allendi01,1976,1,PHI,NL,85,298,52,80,16,1,15,49,11,4,37,63,2,0,1,3,13 +almonbi01,1976,1,SDN,NL,14,57,6,14,3,0,1,6,3,1,2,9,0,0,1,0,0 +alomasa01,1976,1,NYA,AL,67,163,20,39,4,0,1,10,12,7,13,12,0,0,2,0,2 +alvarlu01,1976,1,SLN,NL,16,42,5,12,1,0,0,3,0,0,3,6,1,0,0,0,0 +alvaror01,1976,1,CAL,AL,15,42,4,7,1,0,2,8,0,0,0,3,0,0,0,0,0 +andermi01,1976,1,SLN,NL,86,199,17,58,8,1,1,12,1,1,26,30,4,1,1,3,5 +andrefr01,1976,1,PHI,NL,4,6,1,4,0,0,0,0,1,1,2,0,0,1,0,0,0 +andrero01,1976,1,HOU,NL,109,410,42,105,8,5,0,23,7,3,33,27,1,0,5,0,16 +andujjo01,1976,1,HOU,NL,28,57,4,8,1,0,0,1,0,0,2,29,0,0,2,0,0 +apodabo01,1976,1,NYN,NL,43,16,0,2,1,0,0,0,0,0,1,3,0,0,1,0,2 +armasto01,1976,1,PIT,NL,4,6,0,2,0,0,0,1,0,0,0,2,0,0,0,0,0 +armbred01,1976,1,CIN,NL,73,78,20,23,3,2,2,7,7,3,6,22,0,0,5,1,0 +arnolch01,1976,1,SFN,NL,60,69,4,15,0,1,0,5,0,0,6,16,1,0,0,1,4 +ashbyal01,1976,1,CLE,AL,89,247,26,59,5,1,4,32,0,2,27,49,4,0,6,3,6 +ashfotu01,1976,1,SDN,NL,4,5,0,3,1,0,0,0,2,0,1,0,0,0,0,0,0 +asselbr01,1976,1,ATL,NL,11,33,2,7,0,0,1,3,0,0,1,2,0,0,1,1,0 +atkinbi01,1976,1,MON,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +auerbri01,1976,1,LAN,NL,36,47,7,6,0,0,0,1,0,1,6,6,0,0,0,0,3 +augusje01,1976,1,ML4,AL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +aultdo01,1976,1,TEX,AL,9,20,0,6,1,0,0,0,0,0,1,3,0,0,0,0,0 +austiri01,1976,1,ML4,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +autryal01,1976,1,ATL,NL,1,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +ayalabe01,1976,1,NYN,NL,22,26,2,3,0,0,1,2,0,1,2,6,0,0,0,0,0 +bacsimi01,1976,1,TEX,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bahnsst01,1976,1,OAK,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bailebo01,1976,1,CIN,NL,69,124,17,37,6,1,6,23,0,0,16,26,1,0,0,1,7 +bailobo01,1976,1,BAL,AL,9,6,2,2,0,1,0,0,0,1,0,0,0,0,1,0,0 +bairdo01,1976,1,PIT,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bakerdu01,1976,1,LAN,NL,112,384,36,93,13,0,4,39,2,4,31,54,3,1,1,4,15 +bakerja01,1976,1,BOS,AL,12,23,1,3,0,0,1,2,0,0,1,5,0,0,0,1,1 +baldwbi01,1976,1,NYN,NL,9,22,4,6,1,1,1,5,0,0,1,2,0,0,0,1,0 +baldwri01,1976,1,NYN,NL,11,3,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +bandosa01,1976,1,OAK,AL,158,550,75,132,18,2,27,84,20,6,76,74,1,4,7,3,7 +baneed01,1976,1,MIN,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bannial01,1976,1,CHA,AL,73,145,19,36,6,2,0,8,12,4,14,21,1,1,4,1,0 +barera01,1976,1,DET,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barkele01,1976,1,TEX,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barlomi01,1976,1,HOU,NL,16,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1 +barrifr01,1976,1,CHA,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barrji01,1976,1,SFN,NL,41,74,3,12,2,2,0,9,2,0,4,21,0,1,12,1,0 +barrst01,1976,1,TEX,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +battoch01,1976,1,OAK,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +baylodo01,1976,1,OAK,AL,157,595,85,147,25,1,15,68,52,12,58,72,4,20,1,11,11 +beardmi01,1976,1,ATL,NL,30,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +bearega01,1976,1,ML4,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +belanma01,1976,1,BAL,AL,153,522,66,141,22,2,1,40,27,17,51,64,0,2,11,3,6 +bellbu01,1976,1,CLE,AL,159,604,75,170,26,2,7,60,3,8,44,49,3,2,5,6,12 +bellke01,1976,1,CHA,AL,68,230,24,57,7,6,5,20,2,1,18,56,0,1,6,3,3 +belloro01,1976,1,ATL,NL,30,60,5,12,2,0,0,4,0,0,5,7,1,0,4,0,0 +benchjo01,1976,1,CIN,NL,135,465,62,109,24,1,16,74,13,2,81,95,6,2,0,4,9 +beniqju01,1976,1,TEX,AL,145,478,49,122,14,4,0,33,17,6,39,56,1,3,5,1,10 +bernhju01,1976,1,NYA,AL,10,21,1,4,1,0,0,1,0,0,0,4,0,0,0,0,0 +bevacku01,1976,1,ML4,AL,12,7,3,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +bibbyji01,1976,1,CLE,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +biittla01,1976,1,MON,NL,11,32,2,6,1,0,0,1,0,0,0,3,0,0,0,0,2 +biittla01,1976,2,CHN,NL,78,192,21,47,13,1,0,17,0,2,10,6,3,1,2,0,4 +billija01,1976,1,CIN,NL,34,59,4,14,3,0,0,4,0,0,3,12,0,0,8,0,1 +birddo01,1976,1,KCA,AL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +blackti01,1976,1,PHI,NL,4,8,0,2,0,0,0,1,0,0,0,1,0,0,0,0,0 +blairde01,1976,1,MON,NL,5,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,1 +blairpa01,1976,1,BAL,AL,145,375,29,74,16,0,3,16,15,6,22,49,2,2,13,1,14 +blankla01,1976,1,CLE,AL,104,328,45,92,8,7,5,41,1,2,30,31,0,0,9,4,15 +blombro01,1976,1,NYA,AL,1,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bluevi01,1976,1,OAK,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +blylebe01,1976,1,MIN,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +blylebe01,1976,2,TEX,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bochtbr01,1976,1,CAL,AL,146,466,53,120,17,1,2,49,4,5,64,53,11,2,6,5,12 +boggsto01,1976,1,TEX,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +boiscbr01,1976,1,NYN,NL,110,286,42,82,13,3,2,13,9,5,28,55,5,0,6,0,3 +bondsbo01,1976,1,CAL,AL,99,378,48,100,10,3,10,54,30,15,41,90,6,3,0,5,7 +bonhabi01,1976,1,CHN,NL,32,65,6,13,4,0,0,2,0,0,2,15,0,0,7,0,1 +boonebo01,1976,1,PHI,NL,121,361,40,98,18,2,4,54,2,5,45,44,14,1,4,7,10 +borbope01,1976,1,CIN,NL,69,18,2,4,0,0,0,0,0,0,0,4,0,0,2,0,0 +borgmgl01,1976,1,MIN,AL,24,65,10,16,3,0,1,6,1,1,19,7,0,0,1,0,2 +bosetri01,1976,1,PHI,NL,13,18,6,5,1,0,0,0,3,0,1,3,0,0,1,0,1 +bosmadi01,1976,1,OAK,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bostoly01,1976,1,MIN,AL,128,474,75,153,21,9,4,60,12,6,33,37,5,1,3,6,15 +bosweke01,1976,1,HOU,NL,91,126,12,33,8,1,0,18,1,0,8,8,2,0,1,2,8 +bowala01,1976,1,PHI,NL,156,624,71,155,15,9,0,49,30,8,32,31,3,0,11,5,11 +bowlist01,1976,1,ML4,AL,14,42,4,7,2,0,0,2,0,0,2,5,0,0,0,0,0 +bradfbu01,1976,1,CHA,AL,55,160,20,35,5,2,4,14,6,0,19,37,2,2,2,0,0 +braunst01,1976,1,MIN,AL,122,417,73,120,12,3,3,61,12,4,67,43,2,1,2,4,5 +brettge01,1976,1,KCA,AL,159,645,94,215,34,14,7,67,21,11,49,36,4,1,2,8,8 +brettke01,1976,1,NYA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brettke01,1976,2,CHA,AL,33,12,0,1,0,0,0,0,0,0,0,1,0,0,0,0,1 +breweji01,1976,1,CAL,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +briggda01,1976,1,CAL,AL,77,248,19,53,13,2,1,14,0,3,13,47,3,1,2,2,7 +brilene01,1976,1,TEX,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brobepe01,1976,1,ML4,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brocklo01,1976,1,SLN,NL,133,498,73,150,24,5,4,67,56,19,35,75,7,1,4,6,19 +brohaja01,1976,1,CHA,AL,119,354,33,89,12,2,7,40,1,3,44,28,9,3,6,8,9 +brownja01,1976,1,CLE,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brownle02,1976,1,NYN,NL,64,70,11,15,3,0,0,2,2,4,4,4,0,0,0,0,3 +brownol02,1976,1,PHI,NL,92,209,30,53,10,1,5,30,2,1,33,33,5,0,1,4,1 +brunoto01,1976,1,KCA,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bryest01,1976,1,MIN,AL,87,258,33,68,11,0,2,23,1,2,13,31,0,0,4,4,7 +bucknbi01,1976,1,LAN,NL,154,642,76,193,28,4,7,60,28,9,26,26,6,1,6,5,8 +bumbral01,1976,1,BAL,AL,133,450,71,113,15,7,9,36,42,10,43,76,2,1,2,3,7 +burgmto01,1976,1,MIN,AL,57,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +burkegl01,1976,1,LAN,NL,25,46,9,11,2,0,0,5,3,2,3,8,0,1,1,0,1 +burleri01,1976,1,BOS,AL,152,540,75,157,27,1,7,42,14,9,60,37,2,5,8,3,15 +burrira01,1976,1,CHN,NL,39,81,4,9,0,0,0,1,0,0,1,28,0,0,8,1,1 +burroje01,1976,1,TEX,AL,158,604,71,143,22,2,18,86,0,0,69,93,4,2,2,4,22 +busbyst01,1976,1,KCA,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +busketo01,1976,1,CLE,AL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cabelen01,1976,1,HOU,NL,144,586,85,160,13,7,2,43,35,8,29,79,1,2,3,2,13 +caldwmi01,1976,1,SFN,NL,50,19,1,3,1,0,0,0,0,0,0,4,0,0,1,0,0 +campabe01,1976,1,OAK,AL,149,536,67,137,14,1,1,52,54,12,63,80,0,3,18,11,4 +campbbi02,1976,1,MIN,AL,78,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +campri01,1976,1,ATL,NL,5,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +candejo01,1976,1,PIT,NL,32,76,5,14,2,1,0,5,0,0,7,17,0,0,5,0,4 +capildo01,1976,1,SLN,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +caprabu01,1976,1,ATL,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +carbobe01,1976,1,BOS,AL,17,55,5,13,4,0,2,6,1,0,8,17,1,0,0,0,0 +carbobe01,1976,2,ML4,AL,69,183,20,43,7,0,3,15,1,2,33,55,3,0,3,0,5 +cardejo02,1976,1,CHN,NL,136,521,64,156,25,2,8,47,23,14,32,39,0,1,3,3,5 +carewro01,1976,1,MIN,AL,156,605,97,200,29,12,9,90,49,22,67,52,14,1,8,6,12 +carltst01,1976,1,PHI,NL,35,92,5,20,1,0,0,6,0,0,1,24,0,2,7,0,1 +carrido01,1976,1,MON,NL,35,37,1,4,0,1,0,0,0,0,0,13,0,0,3,0,1 +carrocl02,1976,1,CHA,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cartega01,1976,1,MON,NL,91,311,31,68,8,1,6,38,0,2,30,43,2,1,2,3,7 +cartyri01,1976,1,CLE,AL,152,552,67,171,34,0,13,83,1,1,67,45,9,0,0,9,18 +cashda01,1976,1,PHI,NL,160,666,92,189,14,12,1,56,10,12,54,13,3,2,1,4,16 +castrbi01,1976,1,ML4,AL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cedence01,1976,1,HOU,NL,150,575,89,171,26,5,18,83,58,15,55,51,9,1,0,4,16 +ceronri01,1976,1,CLE,AL,7,16,1,2,0,0,0,1,0,0,0,2,0,0,0,0,0 +ceyro01,1976,1,LAN,NL,145,502,69,139,18,3,23,80,0,4,89,74,13,3,2,4,11 +chalkda01,1976,1,CAL,AL,142,438,39,95,14,1,0,33,0,0,49,62,3,10,12,3,16 +chambch01,1976,1,NYA,AL,156,641,79,188,32,6,17,96,1,0,27,80,1,3,1,3,11 +champbi01,1976,1,ML4,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +champmi01,1976,1,SDN,NL,11,38,4,9,2,0,1,2,0,0,1,3,0,0,1,0,1 +chaneda01,1976,1,ATL,NL,153,496,42,125,20,8,1,50,5,7,54,92,7,1,8,5,9 +chantch01,1976,1,SLN,NL,15,14,0,2,0,0,0,0,0,0,0,4,0,0,0,0,0 +chileri01,1976,1,HOU,NL,5,4,1,2,1,0,0,0,0,0,0,0,0,0,0,0,0 +chrisla01,1976,1,PHI,NL,32,51,5,10,4,0,2,9,0,0,3,28,0,0,6,0,0 +claredo01,1976,1,SLN,NL,9,4,2,1,0,0,1,2,0,0,0,1,0,0,0,0,0 +clarkja01,1976,1,SFN,NL,26,102,14,23,6,2,2,10,6,2,8,18,0,0,3,2,0 +clevere01,1976,1,BOS,AL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clinege01,1976,1,TEX,AL,116,446,52,123,12,3,0,38,11,9,16,52,0,4,10,4,17 +coggiri01,1976,1,NYA,AL,7,4,1,1,0,0,0,1,1,0,0,1,0,0,0,0,0 +coggiri01,1976,2,CHA,AL,32,96,4,15,2,0,0,5,3,1,6,15,0,0,2,0,1 +colbena01,1976,1,MON,NL,14,40,5,8,2,0,2,6,3,1,9,16,1,0,0,0,0 +colbena01,1976,2,OAK,AL,2,5,0,0,0,0,0,0,0,0,1,3,1,0,0,0,0 +colboji01,1976,1,ML4,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +colemjo05,1976,1,DET,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +colemjo05,1976,2,CHN,NL,39,13,0,2,0,0,0,0,0,0,0,4,0,0,0,0,0 +collida02,1976,1,CAL,AL,99,365,45,96,12,1,4,28,32,19,40,55,2,0,7,1,2 +conceda01,1976,1,CIN,NL,152,576,74,162,28,7,9,69,21,10,49,68,11,1,4,6,11 +coopece01,1976,1,BOS,AL,123,451,66,127,22,6,15,78,7,1,16,62,6,1,9,6,3 +correvi01,1976,1,ATL,NL,69,200,26,45,6,2,5,16,0,1,21,37,5,1,2,0,7 +cosgrmi01,1976,1,HOU,NL,22,23,1,2,0,0,0,1,0,0,2,6,0,0,5,0,0 +cowenal01,1976,1,KCA,AL,152,581,71,154,23,6,3,59,23,16,26,50,0,3,2,4,9 +coxji01,1976,1,MON,NL,13,29,2,5,0,1,0,2,0,0,2,2,0,0,0,0,1 +cramje01,1976,1,KCA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +crawfji01,1976,1,DET,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +crawfwi01,1976,1,SLN,NL,120,392,49,119,17,5,9,50,2,1,37,53,6,1,2,6,10 +cromawa01,1976,1,MON,NL,33,81,8,17,1,0,0,2,1,2,1,5,0,0,0,0,2 +crosbed01,1976,1,CLE,AL,2,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +crosbke01,1976,1,CHN,NL,7,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +crowlte01,1976,1,ATL,NL,7,6,0,0,0,0,0,1,0,0,0,0,0,0,0,1,1 +crowlte01,1976,2,BAL,AL,33,61,5,15,1,0,0,5,0,0,7,11,1,1,0,0,1 +cruzhe01,1976,1,SLN,NL,151,526,54,120,17,1,13,71,1,0,42,119,7,2,4,3,13 +cruzhe02,1976,1,LAN,NL,49,88,8,16,2,1,4,14,0,2,9,11,3,0,1,0,1 +cruzjo01,1976,1,HOU,NL,133,439,49,133,21,5,4,61,28,11,53,46,5,0,2,2,6 +cubbami01,1976,1,TEX,AL,14,32,2,7,0,0,0,0,0,0,7,7,0,0,0,0,1 +cubbami01,1976,2,MIN,AL,104,342,40,89,19,5,3,49,1,1,42,37,3,3,3,2,10 +cuellmi01,1976,1,BAL,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +curtijo01,1976,1,SLN,NL,38,35,3,7,1,1,0,0,0,0,2,13,0,0,5,0,1 +dacqujo01,1976,1,SFN,NL,28,26,1,7,1,0,0,2,0,0,1,11,0,0,4,0,1 +dadepa01,1976,1,CAL,AL,13,9,2,1,0,0,0,1,0,0,3,3,0,0,0,0,1 +dalcabr01,1976,1,ATL,NL,42,9,2,2,0,0,0,0,0,0,1,2,0,0,1,0,0 +darcypa01,1976,1,CIN,NL,11,11,1,2,0,0,0,0,0,0,2,3,0,0,1,0,0 +darwibo01,1976,1,ML4,AL,25,73,6,18,3,1,1,5,0,0,6,16,1,2,0,0,2 +darwibo01,1976,2,BOS,AL,43,106,9,19,5,2,3,13,1,0,2,35,0,3,1,0,2 +dauerri01,1976,1,BAL,AL,11,39,0,4,0,0,0,3,0,0,1,3,0,1,0,1,0 +davanje01,1976,1,HOU,NL,61,107,19,31,3,3,1,20,0,2,21,12,1,1,0,1,2 +davisbo02,1976,1,SDN,NL,51,83,7,17,0,1,0,5,0,0,5,13,1,0,0,2,0 +davisto02,1976,1,CAL,AL,72,219,16,58,5,0,3,26,0,1,15,18,3,1,0,2,12 +davisto02,1976,2,KCA,AL,8,19,1,5,0,0,0,0,0,0,1,0,0,0,0,0,1 +daviswi02,1976,1,SDN,NL,141,493,61,132,18,10,5,46,14,2,19,34,2,2,3,5,6 +dawsoan01,1976,1,MON,NL,24,85,9,20,4,1,0,7,1,2,5,13,1,0,2,0,0 +decindo01,1976,1,BAL,AL,129,440,36,103,17,2,11,42,8,4,29,68,1,2,3,1,11 +deckejo01,1976,1,MIN,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dejesiv01,1976,1,LAN,NL,22,41,4,7,2,1,0,2,0,1,4,9,0,0,2,0,2 +demerla01,1976,1,PIT,NL,40,40,0,5,0,0,0,1,0,0,2,16,0,0,4,1,0 +dempsri01,1976,1,NYA,AL,21,42,1,5,0,0,0,2,0,0,5,4,0,0,1,0,0 +dempsri01,1976,2,BAL,AL,59,174,11,37,2,0,0,10,1,1,13,17,0,2,3,0,2 +dennyjo01,1976,1,SLN,NL,30,67,3,15,2,0,0,4,1,0,1,27,0,0,7,0,0 +dentbu01,1976,1,CHA,AL,158,562,44,138,18,4,2,52,3,5,43,45,3,2,17,2,10 +dettoto01,1976,1,CHN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +devinad01,1976,1,ATL,NL,48,14,0,0,0,0,0,0,0,0,0,3,0,0,2,0,0 +dierkla01,1976,1,HOU,NL,28,64,3,9,0,0,1,4,0,0,0,20,0,0,3,2,1 +dillast01,1976,1,BOS,AL,57,167,22,46,14,0,1,15,6,4,17,20,1,0,2,1,7 +dilonmi01,1976,1,PIT,NL,16,17,7,4,0,0,0,0,5,1,0,0,0,0,0,0,0 +dineeke01,1976,1,NYA,AL,4,7,0,2,0,0,0,1,1,1,1,2,0,0,0,0,0 +dobsopa01,1976,1,CLE,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +downial01,1976,1,LAN,NL,17,6,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +downibr01,1976,1,CHA,AL,104,317,38,81,14,0,3,30,7,3,40,55,0,1,4,3,2 +doylede01,1976,1,BOS,AL,117,432,51,108,15,5,0,26,8,5,22,39,0,0,5,2,9 +dragodi01,1976,1,CAL,AL,43,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dressro01,1976,1,SFN,NL,25,31,2,4,0,0,0,1,0,0,0,14,0,1,2,0,0 +driesda01,1976,1,CIN,NL,98,219,32,54,11,1,7,44,14,1,43,32,2,0,0,6,11 +duffyfr01,1976,1,CLE,AL,133,392,38,83,11,2,2,30,10,0,29,50,2,2,12,2,13 +duncada01,1976,1,BAL,AL,93,284,20,58,7,0,4,17,0,0,25,56,0,1,4,0,8 +dunnist01,1976,1,CAL,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dunnist01,1976,2,MON,NL,32,15,0,2,0,0,0,0,0,0,2,7,0,0,3,0,0 +dupremi01,1976,1,SDN,NL,12,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +dwyerji01,1976,1,MON,NL,50,92,7,17,3,1,0,5,0,0,11,10,1,0,0,1,3 +dwyerji01,1976,2,NYN,NL,11,13,2,2,0,0,0,0,0,0,2,1,1,0,0,0,0 +dyerdu01,1976,1,PIT,NL,69,184,12,41,8,0,3,9,0,0,29,35,10,3,3,1,3 +easlemi01,1976,1,CAL,AL,21,54,6,13,1,1,0,4,1,1,2,11,1,0,1,2,1 +easteja01,1976,1,ATL,NL,4,9,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +eastwra01,1976,1,CIN,NL,71,17,0,0,0,0,0,0,0,0,0,10,0,0,2,0,0 +eckerde01,1976,1,CLE,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +edenmi01,1976,1,ATL,NL,5,8,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1 +ellisdo01,1976,1,NYA,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ellisjo01,1976,1,TEX,AL,11,31,4,13,2,0,1,8,0,0,0,4,0,0,0,0,1 +enrigge01,1976,1,CHA,AL,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +espinni01,1976,1,NYN,NL,12,9,1,0,0,0,0,0,0,0,1,3,0,0,1,0,0 +essiaji01,1976,1,CHA,AL,78,199,20,49,7,0,0,21,2,1,23,28,0,1,5,1,6 +etchean01,1976,1,CAL,AL,103,247,15,56,9,1,0,21,0,2,24,37,0,4,6,0,9 +evansda01,1976,1,ATL,NL,44,139,11,24,0,0,1,10,3,0,30,33,0,0,0,0,3 +evansda01,1976,2,SFN,NL,92,257,42,57,9,1,10,36,6,1,42,38,4,0,1,2,2 +evansdw01,1976,1,BOS,AL,146,501,61,121,34,5,17,62,6,7,57,92,4,6,3,4,11 +ewingsa01,1976,1,CHA,AL,19,41,3,9,2,1,0,2,0,0,2,8,0,0,0,0,0 +faheybi01,1976,1,TEX,AL,38,80,12,20,2,0,1,9,1,0,11,6,0,1,2,0,2 +fairlro01,1976,1,SLN,NL,73,110,13,29,4,0,0,21,0,0,23,12,3,0,1,2,5 +fairlro01,1976,2,OAK,AL,15,46,9,11,1,0,3,10,0,0,9,12,3,0,0,0,1 +falcope01,1976,1,SLN,NL,32,62,3,8,1,0,0,2,0,0,1,23,0,1,12,0,1 +fergujo01,1976,1,LAN,NL,54,185,24,41,7,0,6,18,2,0,25,41,1,1,2,0,3 +fergujo01,1976,2,SLN,NL,71,189,22,38,8,4,4,21,4,2,32,40,3,1,2,2,6 +fidryma01,1976,1,DET,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +figueed01,1976,1,NYA,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fingero01,1976,1,OAK,AL,70,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fiskca01,1976,1,BOS,AL,134,487,76,124,17,5,17,58,12,5,56,71,3,6,3,5,11 +fitzmal01,1976,1,KCA,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +flanami01,1976,1,BAL,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +flynndo01,1976,1,CIN,NL,93,219,20,62,5,2,1,20,2,0,10,24,1,0,4,2,3 +foliti01,1976,1,MON,NL,149,546,41,144,36,1,6,54,6,5,16,33,1,0,2,8,15 +folkeri01,1976,1,SDN,NL,33,4,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +footeba01,1976,1,MON,NL,105,350,32,82,12,2,7,27,2,1,17,32,3,1,0,0,8 +fordda01,1976,1,MIN,AL,145,514,87,137,24,7,20,86,17,6,36,118,2,10,5,6,12 +forscbo01,1976,1,SLN,NL,35,62,6,11,2,0,1,5,0,0,1,17,0,0,9,0,3 +forscke01,1976,1,HOU,NL,52,11,0,1,0,0,0,1,0,0,1,3,0,0,2,0,1 +forstte01,1976,1,CHA,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fossera01,1976,1,CLE,AL,90,276,26,83,9,1,2,30,1,2,20,20,1,0,3,1,8 +fosteal01,1976,1,SDN,NL,29,18,1,1,0,0,0,0,0,0,3,6,0,0,3,0,0 +fostege01,1976,1,CIN,NL,144,562,86,172,21,9,29,121,17,3,52,89,4,4,0,9,11 +fostele01,1976,1,NYN,NL,24,59,11,12,2,0,1,15,3,0,8,5,1,0,0,0,0 +foucast01,1976,1,TEX,AL,46,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +frailke01,1976,1,CHN,NL,6,3,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +freedro01,1976,1,MON,NL,8,15,0,3,1,0,0,1,0,0,0,3,0,0,0,0,0 +freehbi01,1976,1,DET,AL,71,237,22,64,10,1,5,27,0,0,12,27,0,1,1,4,4 +fregoji01,1976,1,TEX,AL,58,133,17,31,7,0,2,12,2,0,23,33,1,0,2,2,4 +freisda01,1976,1,SDN,NL,34,37,3,7,0,1,0,2,0,0,2,8,0,0,9,0,0 +friaspe01,1976,1,MON,NL,76,113,7,28,5,0,0,8,1,1,4,14,3,0,3,1,2 +friseda01,1976,1,SLN,NL,18,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +friseda01,1976,2,ML4,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +frymawo01,1976,1,MON,NL,34,64,1,7,1,0,0,2,0,0,1,17,0,0,11,0,0 +fuentti01,1976,1,SDN,NL,135,520,48,137,18,0,2,36,5,3,18,38,0,1,16,4,12 +gamblos01,1976,1,NYA,AL,110,340,43,79,13,1,17,57,5,3,38,38,4,4,2,0,4 +gantnji01,1976,1,ML4,AL,26,69,6,17,1,0,0,7,1,0,6,11,0,1,3,0,1 +garbege01,1976,1,PHI,NL,59,7,0,2,0,0,0,0,0,0,2,3,0,0,3,0,0 +garciki01,1976,1,BAL,AL,11,32,2,7,1,1,1,4,2,1,0,4,0,0,0,0,0 +garcipe01,1976,1,ML4,AL,41,106,12,23,7,1,1,9,2,2,4,23,0,2,4,1,1 +garcipe01,1976,2,DET,AL,77,227,21,45,10,2,3,20,2,3,9,40,0,4,2,3,3 +garlawa01,1976,1,BAL,AL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +garmami01,1976,1,CHN,NL,47,7,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +garneph01,1976,1,OAK,AL,159,555,54,145,29,12,8,74,35,13,36,71,1,2,6,4,11 +garread01,1976,1,CAL,AL,29,48,4,6,3,0,0,3,0,0,5,16,0,0,0,1,2 +garrewa01,1976,1,NYN,NL,80,251,36,56,8,1,4,26,7,5,52,26,5,1,1,0,5 +garrewa01,1976,2,MON,NL,59,177,15,43,4,1,2,11,2,2,30,20,7,0,1,0,1 +garrra01,1976,1,CHA,AL,136,527,63,158,22,6,4,36,14,5,17,41,2,2,8,4,6 +garvest01,1976,1,LAN,NL,162,631,85,200,37,4,13,80,19,8,50,69,11,1,5,9,20 +gastoci01,1976,1,ATL,NL,69,134,15,39,4,0,4,25,1,0,13,21,1,0,0,0,6 +geronce01,1976,1,CIN,NL,149,486,59,149,24,11,2,49,22,5,56,95,13,6,2,5,6 +gilbrro01,1976,1,ATL,NL,116,383,57,96,11,8,1,32,7,7,42,36,1,4,20,3,9 +giustda01,1976,1,PIT,NL,40,4,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +glynned01,1976,1,DET,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +goltzda01,1976,1,MIN,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gomezlu01,1976,1,MIN,AL,38,57,5,11,1,0,0,3,1,0,3,3,0,0,2,0,3 +gonzaor01,1976,1,CLE,AL,28,68,5,17,2,0,0,4,1,2,5,7,0,0,2,0,2 +goodsed01,1976,1,LAN,NL,83,118,8,27,4,0,3,17,0,0,8,19,2,0,0,2,7 +gossari01,1976,1,CHA,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grangwa01,1976,1,MON,NL,27,3,0,0,0,0,0,0,0,0,0,1,0,0,2,0,0 +greifbi01,1976,1,SDN,NL,5,8,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +greifbi01,1976,2,SLN,NL,47,4,0,0,0,0,0,0,0,0,2,2,0,0,0,0,0 +grichbo01,1976,1,BAL,AL,144,518,93,138,31,4,13,54,14,6,86,99,1,3,7,1,8 +grievto01,1976,1,TEX,AL,149,546,57,139,23,3,20,81,4,1,35,119,5,4,8,7,18 +griffal01,1976,1,CLE,AL,12,4,0,1,0,0,0,0,0,1,0,2,0,0,0,0,0 +griffdo01,1976,1,BOS,AL,49,127,14,24,2,0,0,4,2,1,9,14,0,1,4,0,4 +griffke01,1976,1,CIN,NL,148,562,111,189,28,9,6,74,34,11,62,65,0,1,0,3,3 +griffto02,1976,1,HOU,NL,20,5,0,0,0,0,0,0,0,0,1,2,0,0,1,0,0 +griffto02,1976,2,SDN,NL,12,26,2,2,0,0,0,0,0,0,0,7,0,0,3,0,0 +grillst01,1976,1,DET,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grimsro02,1976,1,BAL,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grossgr01,1976,1,HOU,NL,128,426,52,122,12,3,0,27,2,6,64,39,3,0,5,6,8 +grosswa01,1976,1,OAK,AL,10,18,0,4,0,0,0,1,0,0,2,1,0,0,0,0,0 +groteje01,1976,1,NYN,NL,101,323,30,88,14,2,4,28,1,2,38,19,4,1,3,1,15 +grubbjo01,1976,1,SDN,NL,109,384,54,109,22,1,5,27,1,2,65,53,10,4,6,2,5 +guerrma01,1976,1,CAL,AL,83,268,24,76,12,0,1,18,0,0,7,12,2,3,5,5,6 +guidrro01,1976,1,NYA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gulledo01,1976,1,CIN,NL,25,44,2,8,0,0,0,3,0,0,1,7,0,0,6,0,2 +gurala01,1976,1,KCA,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +haasmo01,1976,1,ML4,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hairsje01,1976,1,CHA,AL,44,119,20,27,2,2,0,10,1,1,24,19,0,0,2,2,0 +halejo01,1976,1,LAN,NL,44,91,4,14,2,1,0,8,4,1,16,14,1,2,2,1,0 +haliced01,1976,1,SFN,NL,32,53,3,9,0,0,0,3,1,0,6,23,0,0,7,0,1 +hallto01,1976,1,NYN,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hallto01,1976,2,KCA,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hamilda01,1976,1,CHA,AL,45,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hamptik01,1976,1,CAL,AL,3,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +haneyla01,1976,1,OAK,AL,88,177,12,40,2,0,0,10,0,1,13,26,0,1,3,2,5 +hannage01,1976,1,MON,NL,3,8,1,3,0,0,0,0,0,0,0,3,0,0,0,0,0 +hannapr01,1976,1,ATL,NL,5,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hansebo01,1976,1,ML4,AL,24,61,4,10,1,0,0,4,0,0,6,8,0,0,0,0,1 +hardyla01,1976,1,HOU,NL,15,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hargast01,1976,1,TEX,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hargrmi01,1976,1,TEX,AL,151,541,80,155,30,1,7,58,2,3,97,64,13,6,4,6,5 +harmote01,1976,1,PHI,NL,42,61,12,18,4,1,0,6,3,0,3,10,0,0,2,0,1 +harpeto01,1976,1,BAL,AL,46,77,8,18,5,0,1,7,4,3,10,16,0,0,0,1,1 +harrato01,1976,1,TEX,AL,155,584,64,152,21,1,15,67,8,5,91,59,5,3,5,5,17 +harrebu01,1976,1,NYN,NL,118,359,34,84,12,4,1,26,9,3,63,56,5,2,8,0,1 +harrivi01,1976,1,SLN,NL,97,259,21,59,12,3,1,19,1,2,16,55,0,1,6,0,6 +hartzpa01,1976,1,CAL,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hasslan01,1976,1,CAL,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hasslan01,1976,2,KCA,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hausmto01,1976,1,ML4,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +healyfr02,1976,1,KCA,AL,8,24,2,3,0,0,0,1,2,0,4,10,0,0,0,0,1 +healyfr02,1976,2,NYA,AL,46,120,10,32,3,0,0,9,3,1,9,17,0,0,0,0,3 +heaveda01,1976,1,SFN,NL,61,3,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +hebneri01,1976,1,PIT,NL,132,434,60,108,21,3,8,51,1,3,47,39,2,4,4,4,5 +heganmi01,1976,1,ML4,AL,80,218,30,54,4,3,5,31,0,0,25,54,1,1,1,3,4 +heideja01,1976,1,NYN,NL,5,12,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +heideja01,1976,2,ML4,AL,69,146,11,32,1,0,2,10,1,3,7,24,0,0,9,1,2 +heisebo01,1976,1,BOS,AL,32,56,5,15,2,0,0,5,0,1,1,2,0,1,3,0,1 +helmsto01,1976,1,PIT,NL,62,87,10,24,5,1,1,13,0,0,10,5,0,1,2,2,0 +hendejo01,1976,1,CIN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hendeke01,1976,1,ATL,NL,133,435,52,114,19,0,13,61,5,7,62,68,7,1,2,5,12 +hendrel01,1976,1,BAL,AL,28,79,2,11,1,0,1,4,0,1,7,13,1,0,0,0,0 +hendrel01,1976,2,NYA,AL,26,53,6,12,1,0,3,5,0,0,3,10,0,0,0,1,1 +hendrge01,1976,1,CLE,AL,149,551,72,146,20,3,25,81,4,4,51,82,6,0,1,8,16 +hernaen01,1976,1,SDN,NL,113,340,31,87,13,3,1,24,12,7,32,16,4,0,16,1,5 +hernake01,1976,1,SLN,NL,129,374,54,108,21,5,7,46,4,2,49,53,5,3,2,0,8 +hernara01,1976,1,PIT,NL,37,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +hernara01,1976,2,CHN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +herndla01,1976,1,SFN,NL,115,337,42,97,11,3,2,23,12,10,23,45,0,2,3,0,4 +herrmed01,1976,1,CAL,AL,29,46,5,8,3,0,2,8,0,0,7,8,2,0,2,1,0 +herrmed01,1976,2,HOU,NL,79,265,14,54,8,0,3,25,0,0,22,40,2,4,3,2,6 +hillejo01,1976,1,DET,AL,56,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hillma01,1976,1,SFN,NL,54,131,11,24,5,0,3,15,0,1,10,19,2,1,2,2,3 +hintori01,1976,1,CIN,NL,12,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hislela01,1976,1,MIN,AL,155,581,81,158,19,5,14,96,31,18,56,93,4,4,11,9,11 +hobsobu01,1976,1,BOS,AL,76,269,34,63,7,5,8,34,0,1,15,62,1,0,5,3,8 +hodgero01,1976,1,NYN,NL,56,155,21,35,6,0,4,24,2,0,27,16,2,0,1,1,4 +hoernjo01,1976,1,TEX,AL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +holdsfr01,1976,1,BAL,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +holtji01,1976,1,OAK,AL,4,7,0,2,2,0,0,2,0,0,1,2,0,0,0,0,0 +holtzke01,1976,1,BAL,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +holtzke01,1976,2,NYA,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hooddo01,1976,1,CLE,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hootobu01,1976,1,LAN,NL,33,62,2,6,1,0,0,4,0,0,3,28,0,1,13,2,0 +hopkido01,1976,1,OAK,AL,3,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0 +hortowi01,1976,1,DET,AL,114,401,40,105,17,0,14,56,0,0,49,63,7,2,0,4,16 +hosleti01,1976,1,CHN,NL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hosleti01,1976,2,OAK,AL,37,55,4,9,2,0,1,4,0,0,8,12,0,0,0,0,1 +houghch01,1976,1,LAN,NL,77,21,1,6,2,0,0,4,0,0,0,5,0,0,0,0,0 +houseto01,1976,1,BOS,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +howardo01,1976,1,CLE,AL,39,90,7,19,4,0,0,13,1,1,3,13,2,1,2,3,3 +howarwi01,1976,1,HOU,NL,94,191,26,42,7,2,1,18,7,5,7,28,1,0,1,2,5 +howear01,1976,1,HOU,NL,21,29,0,4,1,0,0,0,0,0,6,6,1,0,0,0,1 +howelro02,1976,1,TEX,AL,140,491,55,124,28,2,8,53,1,0,30,106,8,1,5,4,12 +hraboal01,1976,1,SLN,NL,68,7,0,0,0,0,0,0,0,0,2,4,0,1,3,0,0 +hugheji03,1976,1,MIN,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +humphte01,1976,1,CAL,AL,71,196,17,48,10,0,1,19,0,1,13,30,0,5,4,2,7 +hundlra01,1976,1,CHN,NL,13,18,3,3,2,0,0,1,0,0,1,4,0,0,0,1,0 +hunteca01,1976,1,NYA,AL,36,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +huttoto01,1976,1,PHI,NL,95,124,15,25,5,1,1,13,1,2,27,11,0,0,1,1,4 +iviemi01,1976,1,SDN,NL,140,405,51,118,19,5,7,70,6,6,30,41,8,5,2,4,10 +jacksgr01,1976,1,BAL,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jacksgr01,1976,2,NYA,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jacksre01,1976,1,BAL,AL,134,498,84,138,27,2,27,91,28,7,54,108,7,4,0,2,17 +jacksro02,1976,1,CAL,AL,127,410,44,93,18,3,8,40,5,4,30,58,1,7,4,3,10 +javieal01,1976,1,HOU,NL,8,24,1,5,0,0,0,0,0,0,2,5,1,0,0,0,1 +jeffeje01,1976,1,CHA,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jenkife01,1976,1,BOS,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnsal01,1976,1,DET,AL,125,429,41,115,15,2,6,45,14,10,19,49,1,2,1,6,15 +johnsba01,1976,1,CHA,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnscl01,1976,1,HOU,NL,108,318,36,72,21,2,10,49,0,0,62,59,6,4,0,0,9 +johnsde01,1976,1,BOS,AL,15,38,3,5,1,1,0,0,0,0,5,11,1,0,0,0,2 +johnsja01,1976,1,PHI,NL,129,440,62,140,38,4,5,53,5,5,41,39,5,2,1,7,9 +johnsje01,1976,1,SDN,NL,24,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +johnsla01,1976,1,MON,NL,6,13,0,2,1,0,0,0,0,0,0,2,0,0,1,0,0 +johnsla02,1976,1,CHA,AL,82,222,29,71,11,1,4,33,2,1,19,37,1,2,1,4,11 +johnsti01,1976,1,ML4,AL,105,273,25,75,4,3,0,14,4,1,19,32,0,2,12,0,7 +johnsto02,1976,1,MIN,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnto01,1976,1,LAN,NL,31,64,3,7,1,0,0,3,0,0,2,10,0,0,10,0,4 +jonesbo02,1976,1,CAL,AL,78,166,22,35,6,0,6,17,3,0,14,30,3,1,4,2,5 +jonescl01,1976,1,CHA,AL,12,40,2,8,1,0,0,3,0,0,5,5,0,1,1,0,1 +jonesra01,1976,1,SDN,NL,40,103,6,6,0,0,0,2,0,0,5,39,0,0,15,0,0 +jonesri01,1976,1,BOS,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jonesru01,1976,1,KCA,AL,28,51,9,11,1,1,1,7,0,2,3,16,0,0,0,0,0 +jorgemi01,1976,1,MON,NL,125,343,36,87,13,0,6,23,7,1,52,48,9,0,1,3,5 +joshuvo01,1976,1,SFN,NL,42,156,13,41,5,2,0,2,1,3,4,20,2,0,1,1,3 +joshuvo01,1976,2,ML4,AL,107,423,44,113,13,5,5,28,8,10,18,58,3,0,5,3,5 +jutzesk01,1976,1,HOU,NL,42,92,7,14,2,3,0,6,0,0,4,16,0,0,0,1,2 +kaatji01,1976,1,PHI,NL,42,79,4,14,3,1,1,8,0,0,2,24,0,0,1,1,0 +keenejo01,1976,1,MON,NL,2,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +kellemi02,1976,1,CHN,NL,124,337,28,77,12,1,0,22,0,4,15,32,3,2,7,2,8 +kellypa01,1976,1,CHA,AL,107,311,42,79,20,3,5,34,15,7,45,45,1,3,2,5,8 +kendafr01,1976,1,SDN,NL,146,456,30,112,17,0,2,39,1,1,36,42,4,3,5,5,20 +kernji01,1976,1,CLE,AL,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kerrijo01,1976,1,MON,NL,38,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +kessido01,1976,1,SLN,NL,145,502,55,120,22,6,1,40,3,0,61,51,5,1,9,4,13 +kimmbr01,1976,1,DET,AL,63,152,13,40,8,0,1,6,4,3,15,20,0,0,7,0,2 +kingmda01,1976,1,NYN,NL,123,474,70,113,14,1,37,86,7,4,28,135,4,5,0,3,11 +kirbycl01,1976,1,MON,NL,22,18,1,1,1,0,0,3,0,0,1,5,0,0,6,0,0 +kirkped01,1976,1,PIT,NL,83,146,14,34,9,0,0,16,1,0,14,15,2,0,0,3,3 +kirkwdo01,1976,1,CAL,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kisonbr01,1976,1,PIT,NL,31,59,4,12,2,2,0,3,0,0,5,20,0,0,8,0,1 +kleveja01,1976,1,NYN,NL,2,5,0,1,0,0,0,2,0,0,0,1,0,0,0,0,1 +kluttmi01,1976,1,NYA,AL,2,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +knappch01,1976,1,CHA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kneppbo01,1976,1,SFN,NL,4,9,0,1,0,0,0,1,0,0,0,3,0,0,0,0,0 +knowlda01,1976,1,CHN,NL,58,7,0,1,0,0,0,0,0,0,3,0,0,0,2,0,0 +kobelke01,1976,1,ML4,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +koosmje01,1976,1,NYN,NL,34,79,5,17,2,0,0,6,0,0,2,34,0,0,13,0,1 +kraneed01,1976,1,NYN,NL,123,415,47,121,17,1,10,49,1,0,35,38,4,0,2,3,10 +kraveke01,1976,1,CHA,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kreugri01,1976,1,BOS,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +krukomi01,1976,1,CHN,NL,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kubiate01,1976,1,SDN,NL,96,212,16,50,5,2,0,26,0,3,25,28,2,0,5,2,9 +kucekja01,1976,1,CHA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kuipedu01,1976,1,CLE,AL,135,506,47,133,13,6,0,37,10,17,30,42,2,1,14,4,13 +kusiccr01,1976,1,MIN,AL,109,266,33,69,13,0,11,36,5,1,35,44,0,1,1,3,3 +kusnyar01,1976,1,ML4,AL,15,34,2,4,1,0,0,3,1,0,1,5,1,1,1,0,0 +lacocpe01,1976,1,CHN,NL,106,244,34,54,9,2,8,28,1,4,42,37,6,1,2,1,5 +lacorfr01,1976,1,ATL,NL,21,33,1,3,0,0,0,1,0,0,0,15,0,0,3,0,0 +lacyle01,1976,1,ATL,NL,50,180,25,49,4,2,3,20,2,2,6,12,1,1,3,0,5 +lacyle01,1976,2,LAN,NL,53,158,17,42,7,1,0,14,1,2,16,13,2,0,1,2,7 +lagrole01,1976,1,SLN,NL,8,5,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +lahoujo01,1976,1,CAL,AL,42,96,8,17,4,0,0,4,0,0,18,16,2,2,0,0,3 +lahoujo01,1976,2,TEX,AL,38,89,10,20,3,1,1,5,1,0,10,16,1,0,1,0,3 +landrla01,1976,1,MON,NL,3,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +lanema01,1976,1,DET,AL,18,48,3,9,1,0,0,5,0,0,6,11,0,0,0,1,1 +langch01,1976,1,MON,NL,29,6,0,1,0,0,0,1,0,0,0,3,0,0,2,0,0 +langfri01,1976,1,PIT,NL,12,5,1,1,1,0,0,0,0,0,0,2,0,0,0,0,0 +larocda01,1976,1,CLE,AL,61,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +larsoda01,1976,1,HOU,NL,14,31,5,9,1,1,0,6,0,0,1,3,0,0,2,0,0 +lavelga01,1976,1,SFN,NL,65,13,0,1,0,0,0,1,0,0,0,3,0,0,2,0,0 +laxtobi01,1976,1,DET,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leebi03,1976,1,BOS,AL,26,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leele02,1976,1,LAN,NL,23,45,1,6,0,1,0,2,0,0,2,9,1,0,0,0,1 +lefloro01,1976,1,DET,AL,135,544,93,172,23,8,4,39,58,20,51,111,2,2,5,1,12 +lemanda01,1976,1,DET,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lemasjo01,1976,1,SFN,NL,33,100,9,21,3,2,0,9,2,0,2,21,0,0,2,1,2 +lemonch01,1976,1,CHA,AL,132,451,46,111,15,5,4,38,13,7,28,65,0,7,7,4,9 +lemonma01,1976,1,HOU,NL,4,8,0,0,0,0,0,0,0,0,1,3,0,0,1,0,0 +leonade01,1976,1,KCA,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leonma01,1976,1,ATL,NL,30,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lerchra01,1976,1,PHI,NL,1,1,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0 +lewalde01,1976,1,LAN,NL,4,5,0,0,0,0,0,0,0,0,0,5,0,0,0,0,0 +lezcasi01,1976,1,ML4,AL,145,513,53,146,19,5,7,56,14,10,51,112,2,2,8,6,7 +lindbpa01,1976,1,OAK,AL,65,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lintzla01,1976,1,OAK,AL,68,1,21,0,0,0,0,0,31,11,2,0,0,0,1,0,0 +lisjo01,1976,1,CLE,AL,20,51,4,16,1,0,2,7,0,0,8,8,0,0,0,1,0 +littema01,1976,1,KCA,AL,60,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +locklge01,1976,1,SDN,NL,43,67,9,15,3,0,0,8,0,0,4,15,1,0,2,1,0 +locklge01,1976,2,NYA,AL,13,32,2,7,1,0,0,1,0,0,2,7,0,0,0,0,0 +lockwsk01,1976,1,NYN,NL,56,18,2,6,1,0,0,2,0,1,2,3,0,0,3,0,0 +lolicmi01,1976,1,NYN,NL,31,54,5,7,0,0,0,1,0,0,5,25,0,1,11,0,2 +lonboji01,1976,1,PHI,NL,33,67,5,11,1,0,0,4,0,0,6,20,0,0,6,0,2 +lopesda01,1976,1,LAN,NL,117,427,72,103,17,7,4,20,63,10,56,49,1,4,2,2,8 +lopezca01,1976,1,CAL,AL,9,10,1,0,0,0,0,0,2,0,2,3,0,0,0,0,0 +lowenjo01,1976,1,CLE,AL,93,229,33,47,8,2,2,14,11,8,25,35,3,0,3,0,4 +luebbst01,1976,1,MIN,AL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lummi01,1976,1,CIN,NL,84,136,15,31,5,1,3,20,0,1,22,24,1,1,1,4,2 +luzingr01,1976,1,PHI,NL,149,533,74,162,28,1,21,95,1,2,50,107,2,11,0,11,11 +lylesp01,1976,1,NYA,AL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lynnfr01,1976,1,BOS,AL,132,507,76,159,32,8,10,65,14,9,48,67,2,1,0,10,9 +lyttlji01,1976,1,MON,NL,42,85,6,23,4,1,1,8,0,0,7,13,1,0,1,0,2 +lyttlji01,1976,2,LAN,NL,23,68,3,15,3,0,0,5,0,1,8,12,4,0,0,0,0 +maccofr01,1976,1,DET,AL,9,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +mackape01,1976,1,MON,NL,114,380,36,85,15,2,8,33,6,2,15,66,1,2,3,1,10 +maddoel01,1976,1,NYA,AL,18,46,4,10,2,0,0,3,0,1,4,3,1,0,0,1,2 +maddoga01,1976,1,PHI,NL,146,531,75,175,37,6,6,68,29,12,42,59,8,4,0,9,10 +madlobi01,1976,1,CHN,NL,142,514,68,174,36,1,15,84,15,11,56,27,15,11,3,4,21 +manguan01,1976,1,OAK,AL,8,12,0,2,1,0,0,1,0,1,0,1,0,0,0,0,0 +mangupe01,1976,1,MON,NL,66,215,34,56,9,1,3,16,17,7,50,49,2,2,2,1,0 +mangupe01,1976,2,NYN,NL,41,102,15,19,5,2,1,9,7,3,10,32,0,0,3,0,0 +mankoph01,1976,1,DET,AL,24,85,9,23,2,1,1,4,0,0,4,8,0,0,0,1,3 +manniri01,1976,1,CLE,AL,138,552,73,161,24,7,6,43,16,10,41,75,1,0,7,6,11 +manueje01,1976,1,DET,AL,54,43,4,6,1,0,0,2,1,0,3,9,0,1,2,0,1 +marshmi01,1976,1,LAN,NL,30,5,1,0,0,0,0,1,0,0,3,2,0,0,0,1,0 +marshmi01,1976,2,ATL,NL,24,6,0,1,0,0,0,0,0,0,1,1,0,0,1,0,0 +martibu01,1976,1,KCA,AL,95,267,24,61,13,3,5,34,0,0,16,45,1,0,9,3,2 +martide01,1976,1,BAL,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +martije01,1976,1,PHI,NL,130,121,30,30,7,0,2,15,3,2,7,28,0,0,0,1,5 +martiti01,1976,1,NYA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +martiti01,1976,2,BAL,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +masonji01,1976,1,NYA,AL,93,217,17,39,7,1,1,14,0,0,9,37,0,0,7,3,4 +matlajo01,1976,1,NYN,NL,35,88,10,17,1,0,0,9,0,0,8,35,0,1,7,0,3 +matthga01,1976,1,SFN,NL,156,587,79,164,28,4,20,84,12,5,75,94,3,1,2,6,8 +maybejo01,1976,1,KCA,AL,161,594,76,138,22,2,13,95,3,2,82,73,7,2,0,12,12 +mayca01,1976,1,CHA,AL,20,63,7,11,2,0,0,3,4,0,9,5,0,0,0,0,0 +mayca01,1976,2,NYA,AL,87,288,38,80,11,2,3,40,1,1,34,32,2,5,1,5,6 +mayda01,1976,1,ATL,NL,105,214,27,46,5,3,3,23,5,1,26,31,3,1,0,2,4 +mayle01,1976,1,BAL,AL,148,530,61,137,17,4,25,109,4,1,41,104,8,3,2,7,11 +maymi01,1976,1,DET,AL,6,25,2,7,1,0,0,1,0,0,0,1,0,0,0,0,0 +mayru01,1976,1,NYA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mayru01,1976,2,BAL,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mazzile01,1976,1,NYN,NL,24,77,9,15,2,0,2,7,5,4,14,10,0,1,0,1,0 +mcbriba01,1976,1,SLN,NL,72,272,40,91,13,4,3,24,10,5,18,28,0,6,1,2,2 +mccarti01,1976,1,PHI,NL,90,155,26,43,11,2,3,29,2,1,35,14,2,1,1,2,1 +mcclubo01,1976,1,KCA,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mccovwi01,1976,1,SDN,NL,71,202,20,41,9,0,7,36,0,0,21,39,7,1,0,0,4 +mccovwi01,1976,2,OAK,AL,11,24,0,5,0,0,0,0,0,0,3,4,1,0,0,0,0 +mcenawi01,1976,1,CIN,NL,55,6,0,1,0,0,0,0,0,0,2,4,0,0,1,0,0 +mcgloly01,1976,1,SLN,NL,33,71,3,15,3,0,0,11,0,0,1,15,0,0,7,2,0 +mcgratu01,1976,1,PHI,NL,58,7,1,1,1,0,0,0,0,0,0,2,0,0,0,0,0 +mcgresc01,1976,1,BAL,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mckayda01,1976,1,MIN,AL,45,138,8,28,2,0,0,8,1,2,9,27,0,4,4,0,6 +mclaubo01,1976,1,HOU,NL,17,19,0,0,0,0,0,0,0,0,2,7,0,0,2,0,0 +mcmulke01,1976,1,OAK,AL,98,186,20,41,6,2,5,23,1,1,22,33,3,1,1,1,4 +mcraeha01,1976,1,KCA,AL,149,527,75,175,34,5,8,73,22,12,64,43,7,8,2,8,13 +medicdo01,1976,1,PIT,NL,29,52,3,5,0,0,0,1,0,0,4,21,0,0,8,0,2 +mejiasa01,1976,1,SLN,NL,18,21,1,3,1,0,0,0,2,0,2,2,1,0,0,0,2 +melenlu01,1976,1,SLN,NL,20,24,0,3,0,0,0,0,0,0,0,3,0,0,0,0,3 +melenlu01,1976,2,SDN,NL,72,119,15,29,5,0,0,5,1,1,3,12,1,0,0,1,3 +meltobi01,1976,1,CAL,AL,118,341,31,71,17,3,6,42,2,0,44,53,2,2,2,3,5 +mendoma01,1976,1,PIT,NL,50,92,6,17,5,0,0,12,0,1,4,15,1,0,0,1,3 +merchan01,1976,1,BOS,AL,2,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +messean01,1976,1,ATL,NL,29,67,3,12,1,0,0,10,0,0,4,19,0,0,6,0,1 +metzgbu01,1976,1,SDN,NL,77,8,1,0,0,0,0,0,0,0,2,2,0,0,2,0,0 +metzgro01,1976,1,HOU,NL,152,481,37,101,13,8,0,29,1,1,52,63,10,0,8,2,11 +meyerda01,1976,1,DET,AL,105,294,37,74,8,4,2,16,10,0,17,22,0,0,3,1,10 +milbola01,1976,1,HOU,NL,59,145,22,36,4,0,0,7,6,1,14,10,0,1,1,0,3 +mileymi01,1976,1,CAL,AL,14,38,4,7,2,0,0,4,1,0,4,8,1,0,1,1,1 +millafe01,1976,1,NYN,NL,139,531,55,150,25,2,1,35,2,4,41,19,5,7,6,2,15 +millebr01,1976,1,SFN,NL,12,25,1,4,1,0,0,2,0,0,2,5,1,0,0,0,0 +milledy01,1976,1,BAL,AL,49,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +milleri01,1976,1,BOS,AL,105,269,40,76,15,3,0,27,11,10,34,47,2,0,7,3,4 +milnejo01,1976,1,NYN,NL,127,443,56,120,25,4,15,78,0,7,65,53,1,0,0,3,12 +mingost01,1976,1,KCA,AL,55,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +minosmi01,1976,1,CHA,AL,3,8,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +mintogr01,1976,1,SFN,NL,11,5,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +mitchcr01,1976,1,OAK,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mitchpa01,1976,1,OAK,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mittege01,1976,1,CHN,NL,101,303,19,65,7,0,5,28,1,2,16,63,2,0,0,6,9 +moateda01,1976,1,TEX,AL,85,137,21,33,7,1,0,13,6,3,11,18,2,0,3,2,0 +moffira01,1976,1,SFN,NL,58,14,1,2,0,0,0,1,0,0,0,5,0,0,0,0,0 +mondari01,1976,1,CHN,NL,137,534,107,145,20,5,32,77,5,9,60,125,8,2,2,3,7 +moneydo01,1976,1,ML4,AL,117,439,51,117,18,4,12,62,6,5,47,50,2,0,6,6,11 +mongesi01,1976,1,CAL,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +monrola01,1976,1,CHA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +montawi01,1976,1,SFN,NL,60,230,22,71,15,2,2,20,2,1,15,15,5,1,1,2,10 +montawi01,1976,2,ATL,NL,103,420,52,135,14,0,9,64,0,4,21,32,6,0,0,1,16 +montejo01,1976,1,SFN,NL,38,78,3,8,1,0,0,3,0,0,5,42,0,1,6,1,1 +montgbo01,1976,1,BOS,AL,31,93,10,23,3,1,3,13,0,1,5,20,1,0,0,1,1 +moorech02,1976,1,ML4,AL,87,241,33,46,7,4,3,16,1,2,43,45,0,1,3,2,4 +mooreju01,1976,1,ATL,NL,20,26,1,7,1,0,0,2,0,0,4,4,0,1,1,0,0 +moosebo01,1976,1,PIT,NL,53,12,2,3,0,1,1,2,0,0,0,0,0,0,0,0,1 +moraan01,1976,1,BAL,AL,73,220,18,48,11,0,6,25,1,0,13,49,0,0,2,3,4 +moralje01,1976,1,CHN,NL,140,537,66,147,17,0,16,67,3,8,41,49,7,0,1,4,20 +moraljo01,1976,1,MON,NL,104,158,12,50,11,0,4,37,0,0,3,20,3,2,0,2,5 +morenom01,1976,1,PIT,NL,48,122,24,33,4,1,2,12,15,5,16,24,0,1,1,1,0 +moretro01,1976,1,ATL,NL,27,23,3,3,0,0,0,1,0,0,0,8,0,0,2,1,0 +morgajo02,1976,1,CIN,NL,141,472,113,151,30,5,27,111,60,9,114,41,8,1,0,12,2 +mortoca01,1976,1,ATL,NL,27,45,2,8,0,0,0,6,1,0,2,15,0,0,5,2,0 +motama01,1976,1,LAN,NL,50,52,1,15,3,0,0,13,0,0,7,5,3,0,0,1,1 +mumphje01,1976,1,SLN,NL,112,384,51,99,15,5,1,26,22,6,37,53,0,1,2,3,2 +munsoth01,1976,1,NYA,AL,152,616,79,186,27,1,17,105,14,11,29,38,6,9,1,10,17 +murcebo01,1976,1,SFN,NL,147,533,73,138,20,2,23,90,12,7,84,78,10,4,0,3,11 +murphda05,1976,1,ATL,NL,19,65,3,17,6,0,0,9,0,0,7,9,0,0,0,0,0 +murphto02,1976,1,ML4,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +murphto02,1976,2,BOS,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +murrada01,1976,1,MON,NL,81,8,0,0,0,0,0,0,0,0,0,4,0,0,3,0,0 +murrala01,1976,1,NYA,AL,8,10,2,1,0,0,0,1,2,0,1,2,0,0,0,0,0 +muserto01,1976,1,BAL,AL,136,326,25,74,7,1,1,30,1,1,21,34,4,0,4,5,9 +myricbo01,1976,1,NYN,NL,21,3,0,0,0,0,0,1,0,0,0,2,0,0,0,0,0 +nahorbi01,1976,1,PHI,NL,3,5,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0 +nelsoda01,1976,1,KCA,AL,78,153,24,36,4,2,1,17,15,5,14,26,0,0,3,1,1 +nelsoro02,1976,1,KCA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nettlgr01,1976,1,NYA,AL,158,583,88,148,29,2,32,93,11,6,62,94,6,4,2,5,8 +newmaje01,1976,1,OAK,AL,43,77,5,15,4,0,0,4,0,0,4,12,0,0,5,0,0 +niekrjo01,1976,1,HOU,NL,36,27,1,5,2,0,1,1,0,0,1,8,0,0,4,0,0 +niekrph01,1976,1,ATL,NL,38,94,5,18,3,0,1,12,0,1,0,8,0,1,9,1,3 +nolanga01,1976,1,CIN,NL,34,79,1,8,0,0,0,3,0,0,3,33,0,0,6,0,0 +nordbti01,1976,1,BAL,AL,27,22,4,5,0,0,0,0,0,0,3,5,0,0,0,0,1 +nordbti01,1976,2,CAL,AL,5,8,1,0,0,0,0,0,1,0,1,3,0,0,1,0,0 +nordhwa01,1976,1,CHA,AL,22,53,6,10,2,0,0,5,0,0,4,12,0,0,1,3,1 +normafr01,1976,1,CIN,NL,33,50,1,7,0,0,0,1,0,0,1,9,0,0,7,1,0 +norrimi01,1976,1,OAK,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +northbi01,1976,1,OAK,AL,154,590,91,163,20,5,2,31,75,29,73,95,3,2,6,4,8 +nymanny01,1976,1,CHA,AL,8,15,2,2,1,0,0,1,1,0,0,3,0,0,0,0,0 +oatesjo01,1976,1,PHI,NL,37,99,10,25,2,0,0,8,0,1,8,12,0,0,0,0,5 +odombl01,1976,1,CHA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +officro01,1976,1,ATL,NL,99,359,51,101,17,1,4,34,2,8,37,49,3,2,5,4,4 +oglivbe01,1976,1,DET,AL,115,305,36,87,12,3,15,47,9,4,11,44,3,3,2,4,11 +olivato01,1976,1,MIN,AL,67,123,3,26,3,0,1,16,0,0,2,13,1,2,0,1,2 +oliveal01,1976,1,PIT,NL,121,443,62,143,22,5,12,61,6,2,26,29,7,5,1,6,13 +ontivst01,1976,1,SFN,NL,59,74,8,13,3,0,0,5,0,0,6,11,0,1,0,1,2 +ortajo01,1976,1,CHA,AL,158,636,74,174,29,8,14,72,24,8,38,77,2,5,1,8,15 +otisam01,1976,1,KCA,AL,153,592,93,165,40,2,18,86,26,7,55,100,7,5,5,8,13 +otted01,1976,1,PIT,NL,27,39,2,12,2,0,0,5,0,0,3,5,1,0,0,1,0 +ottenji01,1976,1,CHA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +overymi01,1976,1,CAL,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +owchibo01,1976,1,SDN,NL,2,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +pacioto01,1976,1,ATL,NL,111,324,39,94,10,4,4,36,2,3,19,57,2,3,2,2,8 +paganda01,1976,1,NYA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +paganda01,1976,2,BAL,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +palmeji01,1976,1,BAL,AL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +papeke01,1976,1,TEX,AL,21,23,7,5,1,0,1,4,0,1,3,2,1,2,2,0,1 +parkeda01,1976,1,PIT,NL,138,537,82,168,28,10,13,90,19,7,30,80,6,2,0,4,16 +parkeha01,1976,1,CLE,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +parrila01,1976,1,MON,NL,154,543,65,126,28,5,11,61,2,6,41,91,2,2,1,6,13 +pasleke01,1976,1,LAN,NL,23,52,4,12,2,0,0,2,0,0,3,7,1,0,1,0,0 +patekfr01,1976,1,KCA,AL,144,432,58,104,19,3,1,43,51,15,50,63,5,2,13,6,6 +pattima01,1976,1,KCA,AL,44,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pazikmi01,1976,1,MIN,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pentzge01,1976,1,HOU,NL,40,5,1,1,0,0,0,0,0,0,1,1,0,0,0,0,0 +perezma01,1976,1,ATL,NL,31,96,12,24,4,0,1,6,0,0,8,9,0,0,4,1,6 +perezma01,1976,2,SFN,NL,93,332,37,86,13,1,2,26,3,4,30,28,0,0,10,3,2 +perezto01,1976,1,CIN,NL,139,527,77,137,32,6,19,91,10,5,50,88,9,5,0,4,10 +perryga01,1976,1,TEX,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +perzast01,1976,1,TEX,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +peterfr01,1976,1,CLE,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +peterfr01,1976,2,TEX,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +petrori01,1976,1,BOS,AL,85,240,17,51,7,1,3,24,0,5,34,36,3,0,2,3,9 +phillmi01,1976,1,NYN,NL,87,262,30,67,4,6,4,29,2,2,25,29,8,0,3,5,2 +pinielo01,1976,1,NYA,AL,100,327,36,92,16,6,3,38,0,1,18,34,8,2,3,1,4 +plummbi01,1976,1,CIN,NL,56,153,16,38,6,1,4,19,0,2,14,36,0,0,1,0,7 +pocorbi01,1976,1,ATL,NL,54,174,16,42,7,0,0,14,1,0,19,12,2,0,1,2,8 +poledi01,1976,1,BOS,AL,31,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +poqueto01,1976,1,KCA,AL,104,344,43,104,18,10,2,34,6,5,29,31,3,4,2,2,9 +porteda02,1976,1,ML4,AL,119,389,43,81,14,1,5,32,2,0,51,61,3,1,3,5,4 +pottemi01,1976,1,SLN,NL,9,16,0,0,0,0,0,0,0,0,1,6,0,0,0,0,0 +powelbo01,1976,1,CLE,AL,95,293,29,63,9,0,9,33,1,1,41,43,3,0,2,7,10 +prolymi01,1976,1,SLN,NL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +pruitro01,1976,1,CLE,AL,47,86,7,23,1,1,0,5,2,3,16,8,1,0,0,2,1 +pryorgr01,1976,1,TEX,AL,5,8,2,3,0,0,0,1,0,0,0,1,0,0,1,0,0 +putmaed01,1976,1,CHN,NL,5,7,0,3,0,0,0,0,0,0,0,0,0,0,0,0,2 +quirkja01,1976,1,KCA,AL,64,114,11,28,6,0,1,15,0,0,2,22,0,0,0,3,5 +raderda01,1976,1,SFN,NL,88,255,25,67,15,0,1,22,2,0,27,21,8,0,1,1,12 +raderdo02,1976,1,SDN,NL,139,471,45,121,22,4,9,55,3,4,55,102,3,3,5,6,12 +raicher01,1976,1,CLE,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ramiror01,1976,1,CAL,AL,30,70,3,14,1,0,0,5,3,2,6,11,0,0,7,0,2 +randabo01,1976,1,MIN,AL,153,475,55,127,18,4,1,34,3,5,28,38,0,8,17,3,6 +randlle01,1976,1,TEX,AL,142,539,53,121,11,6,1,51,30,15,46,63,2,2,6,4,4 +randowi01,1976,1,NYA,AL,125,430,59,115,15,4,1,40,37,12,58,39,5,3,6,3,10 +rasmuer01,1976,1,SLN,NL,43,38,0,4,1,0,0,2,0,0,2,15,0,0,4,0,1 +raudo01,1976,1,LAN,NL,34,60,5,9,0,0,0,2,0,0,7,15,0,0,8,1,4 +redfepe01,1976,1,MIN,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reedro01,1976,1,PHI,NL,59,24,2,4,1,0,0,2,0,0,0,3,0,0,2,0,0 +reitzke01,1976,1,SFN,NL,155,577,40,154,21,1,5,66,5,4,24,48,5,1,3,9,24 +remyje01,1976,1,CAL,AL,143,502,64,132,14,3,0,28,35,16,38,43,1,0,13,4,5 +renkost01,1976,1,MON,NL,5,3,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +renkost01,1976,2,CHN,NL,29,53,3,5,0,0,0,1,0,0,0,16,0,0,4,0,3 +retteme01,1976,1,SDN,NL,86,140,16,32,7,0,2,11,4,1,29,23,0,0,3,0,3 +reuscpa01,1976,1,CHN,NL,50,13,0,2,0,0,0,1,0,0,1,4,0,0,0,1,0 +reuscri01,1976,1,CHN,NL,38,83,9,19,4,0,0,6,0,0,6,16,0,1,7,0,2 +reussje01,1976,1,PIT,NL,31,66,7,16,1,1,0,8,0,0,9,22,0,0,3,0,0 +reynocr01,1976,1,PIT,NL,7,4,1,1,0,0,1,1,0,0,0,0,0,0,0,0,0 +reynoke01,1976,1,SDN,NL,19,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rhoderi01,1976,1,LAN,NL,27,65,6,20,3,0,1,9,0,0,1,12,0,0,7,0,1 +riccefr01,1976,1,SFN,NL,4,6,0,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +riceji01,1976,1,BOS,AL,153,581,75,164,25,8,25,85,8,5,28,123,2,4,2,9,18 +richajr01,1976,1,HOU,NL,39,100,6,14,1,0,2,9,0,0,0,33,0,1,1,2,0 +richale01,1976,1,SLN,NL,66,91,12,16,4,2,0,5,1,0,4,9,1,0,2,0,4 +riverbo01,1976,1,MON,NL,68,185,22,51,11,4,2,19,1,0,13,32,1,0,1,0,5 +rivermi01,1976,1,NYA,AL,137,590,95,184,31,8,8,67,43,7,13,51,0,3,2,5,3 +roberbo01,1976,1,PIT,NL,61,129,10,28,5,1,2,25,0,1,16,23,0,0,0,2,1 +roberda05,1976,1,DET,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +roberle01,1976,1,HOU,NL,87,235,31,68,11,2,7,33,1,0,19,43,1,3,1,2,2 +robinbi02,1976,1,PIT,NL,122,393,55,119,22,3,21,64,2,4,16,73,1,1,3,3,14 +robinbr01,1976,1,BAL,AL,71,218,16,46,8,2,3,11,0,0,8,24,0,1,3,2,5 +robincr01,1976,1,SFN,NL,15,13,4,4,1,0,0,2,0,1,3,4,0,0,1,0,0 +robincr01,1976,2,ATL,NL,15,17,4,4,0,0,0,3,0,0,5,2,0,0,0,1,0 +robinfr02,1976,1,CLE,AL,36,67,5,15,0,0,3,10,0,0,11,12,0,0,0,1,3 +roblese01,1976,1,LAN,NL,6,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +rockepa01,1976,1,ATL,NL,4,5,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +rodriau01,1976,1,DET,AL,128,480,40,115,13,2,8,50,0,4,19,61,3,1,9,5,19 +rodried01,1976,1,ML4,AL,45,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodriel01,1976,1,LAN,NL,36,66,10,14,0,0,0,9,0,0,19,12,2,3,0,2,1 +roeniga01,1976,1,MON,NL,29,90,9,20,3,1,2,5,0,0,4,18,0,1,0,1,1 +rogerst01,1976,1,MON,NL,35,74,2,11,0,0,0,4,1,0,1,24,0,0,6,0,1 +rojasco01,1976,1,KCA,AL,63,132,11,32,6,0,0,16,2,0,8,15,0,0,2,3,5 +rondogi01,1976,1,HOU,NL,19,14,1,4,0,0,0,1,0,0,0,4,0,0,2,0,1 +roofph01,1976,1,MIN,AL,18,46,1,10,3,0,0,4,0,0,2,6,0,0,0,0,1 +roofph01,1976,2,CHA,AL,4,9,0,1,0,0,0,0,0,0,0,3,0,0,0,0,1 +rookeji01,1976,1,PIT,NL,33,74,9,16,2,1,1,6,0,0,1,31,0,0,5,1,1 +rosarji01,1976,1,ML4,AL,15,37,4,7,0,0,1,5,1,3,3,8,0,0,0,0,0 +roselda01,1976,1,CHN,NL,91,227,27,55,5,1,1,11,1,2,41,33,8,1,1,1,4 +rosepe01,1976,1,CIN,NL,162,665,130,215,42,6,10,63,9,5,86,54,7,6,0,2,17 +rossga01,1976,1,CAL,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +roystje01,1976,1,ATL,NL,149,533,65,132,13,1,5,45,24,13,52,53,4,1,14,5,11 +rudijo01,1976,1,OAK,AL,130,500,54,135,32,3,13,94,6,1,41,71,10,3,3,10,14 +rudolke01,1976,1,SLN,NL,27,50,1,8,3,0,0,5,0,0,1,7,0,0,0,0,2 +ruhleve01,1976,1,DET,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +russebi01,1976,1,LAN,NL,149,554,53,152,17,3,5,65,15,5,21,46,9,3,6,6,14 +ruthvdi01,1976,1,ATL,NL,37,76,6,13,1,0,0,5,0,1,3,21,0,1,9,0,1 +ryanno01,1976,1,CAL,AL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sadecra01,1976,1,KCA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sadecra01,1976,2,ML4,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sadekmi01,1976,1,SFN,NL,55,93,8,19,2,0,0,7,0,0,11,10,2,1,4,0,2 +sambijo01,1976,1,HOU,NL,20,9,1,2,0,0,0,1,0,0,3,2,0,0,0,0,0 +sandeke01,1976,1,NYN,NL,31,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sandeke01,1976,2,KCA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sandtto01,1976,1,OAK,AL,41,67,6,14,1,0,0,3,0,0,7,9,0,0,1,0,1 +sanguma01,1976,1,PIT,NL,114,389,52,113,16,6,2,36,2,4,28,18,14,2,3,4,14 +sarmima01,1976,1,CIN,NL,22,7,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +sawyeri01,1976,1,SDN,NL,13,24,2,5,0,0,0,2,0,0,2,2,0,0,5,0,0 +scanlpa02,1976,1,MON,NL,11,27,2,5,1,0,1,2,0,0,2,5,0,0,1,0,1 +scherfr01,1976,1,MON,NL,31,4,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0 +schmimi01,1976,1,PHI,NL,160,584,112,153,31,4,38,107,14,9,100,149,8,11,3,7,7 +schuero01,1976,1,PHI,NL,35,2,0,0,0,0,0,1,0,0,0,2,0,0,1,0,0 +schulbu01,1976,1,CHN,NL,29,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +scottge02,1976,1,ML4,AL,156,606,73,166,21,5,18,77,0,1,53,118,6,5,0,7,19 +scottmi02,1976,1,CAL,AL,35,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +scottro01,1976,1,MON,NL,7,10,3,4,0,0,0,0,2,0,1,1,0,0,0,0,0 +scrivch01,1976,1,DET,AL,80,222,28,49,7,1,2,16,1,0,19,34,0,0,3,0,2 +seaveto01,1976,1,NYN,NL,35,82,5,7,0,0,0,3,0,0,9,26,0,0,9,0,1 +sharpbi01,1976,1,ML4,AL,78,180,16,44,4,0,0,11,1,3,10,15,0,1,4,0,3 +shopato01,1976,1,BAL,AL,14,20,4,4,0,0,0,1,1,0,3,3,0,0,0,0,0 +siebepa01,1976,1,HOU,NL,19,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +simmote01,1976,1,SLN,NL,150,546,60,159,35,3,5,75,0,7,73,35,19,0,0,6,9 +simpsjo01,1976,1,LAN,NL,23,30,2,4,1,0,0,0,0,1,1,6,0,0,0,0,0 +singebi01,1976,1,TEX,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +singebi01,1976,2,MIN,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +singlke01,1976,1,BAL,AL,154,544,62,151,25,2,13,70,2,2,79,76,6,0,2,5,14 +sizemte01,1976,1,LAN,NL,84,266,18,64,8,1,0,18,2,3,15,22,1,0,10,1,5 +skokcr01,1976,1,TEX,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +slatoji01,1976,1,ML4,AL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smallro02,1976,1,TEX,AL,41,129,15,29,2,0,1,8,2,0,29,27,3,0,3,2,4 +smallro02,1976,2,MIN,AL,103,384,46,104,16,3,2,36,0,4,47,79,1,2,22,0,7 +smithbi05,1976,1,CAL,AL,13,8,0,3,0,0,0,0,0,0,0,2,0,0,1,0,0 +smithre06,1976,1,SLN,NL,47,170,20,37,7,1,8,23,1,2,14,28,2,1,0,0,4 +smithre06,1976,2,LAN,NL,65,225,35,63,8,4,10,26,2,0,18,42,4,1,0,1,4 +smithto04,1976,1,CLE,AL,55,164,17,42,3,1,2,12,8,0,8,8,2,0,0,1,4 +solaito01,1976,1,KCA,AL,31,68,4,16,4,0,0,9,0,0,6,17,0,0,0,3,0 +solaito01,1976,2,CAL,AL,63,215,25,58,9,0,9,33,1,1,34,44,3,0,1,2,4 +solomed01,1976,1,SLN,NL,26,5,0,2,1,0,0,4,0,0,0,3,0,0,0,0,0 +sosael01,1976,1,ATL,NL,21,7,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +sosael01,1976,2,LAN,NL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +sosajo01,1976,1,HOU,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +speiech01,1976,1,SFN,NL,145,495,51,112,18,4,3,40,2,2,60,52,1,4,6,7,16 +spencji01,1976,1,CHA,AL,150,518,53,131,13,2,14,70,6,4,49,52,19,1,4,7,10 +sperrro01,1976,1,CHN,NL,43,93,8,24,3,0,0,7,0,2,9,25,0,0,4,1,2 +spikech01,1976,1,CLE,AL,101,334,34,79,11,5,3,31,5,6,23,50,3,5,1,2,4 +spillda01,1976,1,SDN,NL,33,25,2,1,0,0,0,0,0,0,3,8,0,0,0,0,1 +splitpa01,1976,1,KCA,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +spraged01,1976,1,ML4,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +staigro01,1976,1,NYN,NL,95,304,23,67,8,1,2,26,3,3,25,35,6,1,1,4,8 +stanhdo01,1976,1,MON,NL,34,52,7,11,2,0,0,3,0,0,5,13,0,0,4,0,0 +stanlfr01,1976,1,NYA,AL,110,260,32,62,2,2,1,20,1,0,34,29,0,1,11,0,5 +stanlmi01,1976,1,DET,AL,84,214,34,55,17,1,4,29,2,0,14,19,1,0,0,1,7 +stantle01,1976,1,CAL,AL,93,231,12,44,13,1,2,25,2,6,24,57,1,1,5,3,9 +stargwi01,1976,1,PIT,NL,117,428,54,110,20,3,20,65,2,0,50,101,6,5,0,4,4 +staubru01,1976,1,DET,AL,161,589,73,176,28,3,15,96,3,1,83,49,11,7,0,11,23 +stearjo01,1976,1,NYN,NL,32,103,13,27,6,0,2,10,1,2,16,11,0,1,0,1,4 +steinbi02,1976,1,CHA,AL,117,392,32,105,15,2,4,36,4,2,22,67,3,2,6,0,8 +stennre01,1976,1,PIT,NL,157,654,59,168,31,9,2,60,18,6,19,32,2,1,4,4,15 +stillro02,1976,1,BAL,AL,20,22,0,2,0,0,0,1,0,0,3,4,1,0,0,0,0 +stinsbo01,1976,1,KCA,AL,79,209,26,55,7,1,2,25,3,1,25,29,2,1,6,2,5 +stonest01,1976,1,CHN,NL,17,21,1,3,0,0,0,0,0,0,0,9,0,0,1,0,0 +strombr01,1976,1,SDN,NL,38,63,4,4,0,1,0,1,0,0,5,18,0,0,10,1,1 +summech01,1976,1,CHN,NL,83,126,11,26,2,0,3,13,1,0,13,31,1,1,1,1,3 +sundbji01,1976,1,TEX,AL,140,448,33,102,24,2,3,34,0,0,37,61,0,0,9,2,15 +sutclri01,1976,1,LAN,NL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +suthega01,1976,1,DET,AL,42,117,10,24,5,2,0,6,0,1,7,12,0,0,0,1,5 +suthega01,1976,2,ML4,AL,59,115,9,25,2,0,1,9,0,2,8,7,2,1,3,3,7 +suttebr01,1976,1,CHN,NL,52,8,0,0,0,0,0,0,0,0,1,6,0,0,0,0,0 +suttodo01,1976,1,LAN,NL,35,84,2,7,1,0,0,3,0,0,6,19,0,0,9,0,3 +swancr01,1976,1,NYN,NL,23,39,3,4,0,0,0,1,0,0,3,17,0,1,6,0,0 +swishst01,1976,1,CHN,NL,109,377,25,89,13,3,5,42,2,1,20,82,3,2,7,5,11 +tabbje01,1976,1,CHN,NL,11,24,2,7,0,0,0,0,0,0,3,2,0,0,0,0,0 +tamarjo01,1976,1,SLN,NL,10,10,2,3,0,0,0,1,0,0,3,0,0,0,0,1,1 +tananfr01,1976,1,CAL,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +taveral01,1976,1,HOU,NL,14,46,3,10,0,0,0,2,1,2,2,1,0,0,0,0,2 +taverfr01,1976,1,PIT,NL,144,519,76,134,8,6,0,24,58,11,44,79,1,4,6,0,11 +tayloch02,1976,1,MON,NL,31,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +tayloto02,1976,1,PHI,NL,26,23,2,6,1,0,0,3,0,0,1,7,0,1,1,0,0 +tekulke01,1976,1,PIT,NL,64,9,0,0,0,0,0,0,0,0,0,6,0,0,1,0,0 +templga01,1976,1,SLN,NL,53,213,32,62,8,2,1,17,11,7,7,33,0,1,2,2,1 +tenacge01,1976,1,OAK,AL,128,417,64,104,19,1,22,66,5,4,81,91,2,4,1,5,7 +terpkje01,1976,1,TEX,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +terreje01,1976,1,MIN,AL,89,171,29,42,3,1,0,8,11,2,9,15,0,1,4,1,4 +thomada01,1976,1,ML4,AL,32,105,13,29,5,1,4,15,1,2,14,28,1,2,0,0,1 +thomade01,1976,1,SFN,NL,81,272,38,63,5,4,2,19,10,11,29,26,0,4,6,2,5 +thomaga01,1976,1,SFN,NL,103,328,45,85,20,5,8,38,8,3,30,45,7,1,0,2,4 +thomago01,1976,1,ML4,AL,99,227,27,45,9,2,8,36,2,3,31,67,1,1,5,3,7 +thomast01,1976,1,CLE,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thompda01,1976,1,MIN,AL,34,124,9,29,4,0,0,6,1,1,3,8,0,1,2,1,1 +thompda01,1976,2,TEX,AL,64,196,12,42,3,0,1,13,2,2,13,19,0,1,4,2,5 +thompja01,1976,1,DET,AL,123,412,45,90,12,1,17,54,2,4,68,72,6,1,1,4,8 +thornan01,1976,1,CHN,NL,27,85,8,17,6,0,2,14,2,0,20,14,1,2,0,1,0 +thornan01,1976,2,MON,NL,69,183,20,35,5,2,9,24,2,1,28,32,0,3,1,3,1 +tiantlu01,1976,1,BOS,AL,38,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +tidrodi01,1976,1,NYA,AL,47,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +toddji01,1976,1,OAK,AL,49,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tolanbo01,1976,1,PHI,NL,110,272,32,71,7,0,5,35,10,5,7,39,3,4,2,5,8 +tomlida01,1976,1,SDN,NL,49,8,2,0,0,0,0,0,0,0,1,2,0,0,0,0,0 +tomsto01,1976,1,SFN,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +torrehe01,1976,1,SDN,NL,74,215,8,42,6,0,4,15,2,1,16,31,3,1,3,0,8 +torrejo01,1976,1,NYN,NL,114,310,36,95,10,3,5,31,1,3,21,35,1,5,2,2,16 +torremi01,1976,1,OAK,AL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +torrepa01,1976,1,ATL,NL,36,4,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +torreru01,1976,1,CAL,AL,120,264,37,54,16,3,6,27,4,4,36,39,3,0,8,1,4 +tovarce01,1976,1,OAK,AL,29,45,1,8,0,0,0,4,1,2,4,4,0,2,1,0,0 +tovarce01,1976,2,NYA,AL,13,39,2,6,1,0,0,2,0,1,4,3,1,1,1,0,0 +travebi01,1976,1,ML4,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +trillma01,1976,1,CHN,NL,158,582,42,139,24,3,4,59,17,6,53,70,4,3,7,4,17 +turneje01,1976,1,SDN,NL,105,281,41,75,16,5,5,37,12,6,32,38,3,0,4,3,3 +twitcwa01,1976,1,PHI,NL,26,6,1,1,1,0,0,0,0,0,0,4,0,0,0,0,0 +tyronwa01,1976,1,CHN,NL,30,57,3,13,1,0,1,8,0,0,3,21,2,0,1,1,0 +tysonmi01,1976,1,SLN,NL,76,245,26,70,12,9,3,28,3,1,16,34,5,0,0,3,6 +umbarji01,1976,1,TEX,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +underto01,1976,1,PHI,NL,34,46,2,5,0,0,0,5,0,0,3,18,0,0,3,0,3 +unserde01,1976,1,NYN,NL,77,276,28,63,13,2,5,25,4,4,18,40,1,1,5,3,4 +unserde01,1976,2,MON,NL,69,220,29,50,6,2,7,15,3,3,11,44,1,0,6,3,3 +vailmi01,1976,1,NYN,NL,53,143,8,31,5,1,0,9,0,1,6,19,0,0,0,3,4 +valenbo02,1976,1,SDN,NL,15,49,3,18,4,0,0,4,0,1,6,2,0,0,2,0,2 +valenel01,1976,1,MON,NL,94,305,36,85,15,2,7,39,14,1,30,51,0,0,2,4,5 +varnepe01,1976,1,CHA,AL,14,41,5,10,2,0,3,5,0,0,2,9,0,0,0,0,2 +varnepe01,1976,2,ATL,NL,5,10,0,1,0,0,0,0,0,0,0,2,0,0,0,0,1 +velezot01,1976,1,NYA,AL,49,94,11,25,6,0,2,10,0,0,23,26,1,0,0,0,1 +verhojo01,1976,1,CAL,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +veryzto01,1976,1,DET,AL,97,354,31,83,8,2,1,25,1,4,21,44,1,6,6,3,11 +vuckope01,1976,1,CHA,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vukovjo01,1976,1,PHI,NL,4,8,2,1,0,0,1,2,0,0,0,2,0,0,0,0,0 +wagnema01,1976,1,DET,AL,39,115,9,30,2,3,0,12,0,2,6,18,0,0,3,0,1 +waitsri01,1976,1,CLE,AL,36,0,4,0,0,0,0,0,0,1,0,0,0,0,0,0,0 +walketo02,1976,1,SLN,NL,10,5,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0 +wallami01,1976,1,SLN,NL,49,3,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +wallide01,1976,1,OAK,AL,3,11,1,3,0,0,0,0,0,0,0,3,0,0,0,0,0 +wallijo01,1976,1,CHN,NL,121,338,51,86,11,5,5,21,3,9,33,62,3,1,4,1,1 +wallst01,1976,1,LAN,NL,31,4,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +waltoda01,1976,1,LAN,NL,18,15,0,2,0,0,0,2,0,0,1,2,0,0,0,1,0 +warthda01,1976,1,MON,NL,23,27,0,0,0,0,0,0,0,0,0,13,0,0,1,0,0 +washicl01,1976,1,OAK,AL,134,490,65,126,20,6,5,53,37,20,30,90,1,3,3,4,13 +waterst01,1976,1,SLN,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wathajo01,1976,1,KCA,AL,27,42,5,12,1,0,0,5,0,2,2,5,0,1,1,0,1 +watsobo01,1976,1,HOU,NL,157,585,76,183,31,3,16,102,3,3,62,64,10,4,2,9,12 +webbha01,1976,1,NYN,NL,8,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +wehrmda01,1976,1,SDN,NL,7,6,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +wernedo01,1976,1,CIN,NL,3,4,0,2,1,0,0,1,0,0,1,1,0,0,0,0,0 +wheelga01,1976,1,CAL,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +whitefr01,1976,1,KCA,AL,152,446,39,102,17,6,2,46,20,11,19,42,0,3,18,3,4 +whiteje01,1976,1,MON,NL,114,278,32,68,11,1,2,21,15,7,27,31,2,2,2,0,4 +whitero01,1976,1,NYA,AL,156,626,104,179,29,3,14,65,31,13,83,52,1,0,10,9,13 +whitfte01,1976,1,NYA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +whitter01,1976,1,BOS,AL,8,18,4,4,2,0,1,3,0,0,2,2,0,0,0,0,0 +willibi01,1976,1,OAK,AL,120,351,36,74,12,0,11,41,4,2,58,44,15,0,1,3,4 +willich01,1976,1,SFN,NL,48,8,1,1,0,0,0,0,0,0,0,4,0,1,0,0,0 +williea02,1976,1,ATL,NL,61,184,18,39,3,0,9,26,0,0,19,33,2,1,2,2,8 +williea02,1976,2,MON,NL,61,190,17,45,10,2,8,29,0,0,14,32,2,0,0,3,8 +willoji01,1976,1,BOS,AL,54,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wilsowi02,1976,1,KCA,AL,12,6,0,1,0,0,0,0,2,1,0,2,0,0,0,0,0 +winfida01,1976,1,SDN,NL,137,492,81,139,26,4,13,69,26,7,65,78,8,3,2,5,14 +wiseri01,1976,1,BOS,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wockejo01,1976,1,DET,AL,60,144,18,32,7,2,3,10,0,3,17,14,0,1,1,0,3 +wohlfji01,1976,1,KCA,AL,107,293,47,73,10,2,1,24,22,16,29,24,0,1,6,5,8 +woodsga01,1976,1,OAK,AL,6,8,0,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +woodwi01,1976,1,CHA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wynegbu01,1976,1,MIN,AL,149,534,58,139,21,2,10,69,0,0,79,63,7,2,4,3,14 +wynnji01,1976,1,ATL,NL,148,449,75,93,19,1,17,66,16,6,127,111,1,0,0,8,7 +yancyhu01,1976,1,CHA,AL,3,10,0,1,1,0,0,0,0,0,0,3,0,0,0,0,0 +yastrca01,1976,1,BOS,AL,155,546,71,146,23,2,21,102,5,6,80,67,6,1,1,8,12 +yeagest01,1976,1,LAN,NL,117,359,42,77,11,3,11,35,3,1,30,84,3,7,1,2,5 +yorkji01,1976,1,NYA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +youngjo02,1976,1,CIN,NL,55,57,8,11,1,1,0,1,1,0,2,8,0,1,0,0,1 +yountro01,1976,1,ML4,AL,161,638,59,161,19,3,2,54,16,11,38,69,3,0,8,6,13 +zachrpa01,1976,1,CIN,NL,38,62,1,7,0,0,0,2,0,0,3,25,0,0,12,0,0 +zahnge01,1976,1,CHN,NL,3,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +zamoros01,1976,1,CHN,NL,40,9,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +ziskri01,1976,1,PIT,NL,155,581,91,168,35,2,21,89,1,0,52,96,3,0,0,8,20 +aasedo01,1977,1,BOS,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +abbotgl01,1977,1,SEA,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +adamsbo04,1977,1,DET,AL,15,24,2,6,1,0,2,2,0,0,0,5,0,0,0,0,0 +adamsgl01,1977,1,MIN,AL,95,269,32,91,17,0,6,49,0,2,18,30,3,0,0,3,5 +adamsmi02,1977,1,CHN,NL,2,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +aikenwi01,1977,1,CAL,AL,42,91,5,18,4,0,0,6,1,2,10,23,2,0,0,0,1 +alcalsa01,1977,1,CIN,NL,7,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +alcalsa01,1977,2,MON,NL,31,25,1,2,0,0,1,2,0,0,0,13,0,0,2,0,0 +alexado01,1977,1,TEX,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +alexaga01,1977,1,SFN,NL,51,119,17,36,4,2,5,20,3,1,20,33,2,2,0,2,5 +alexama01,1977,1,OAK,AL,90,42,24,10,1,0,0,2,26,14,4,6,0,0,1,0,0 +allendi01,1977,1,OAK,AL,54,171,19,41,4,0,5,31,1,3,24,36,0,1,0,4,4 +almonbi01,1977,1,SDN,NL,155,613,75,160,18,11,2,43,20,9,37,114,1,0,20,0,14 +alomasa01,1977,1,TEX,AL,69,83,21,22,3,0,1,11,4,3,8,13,0,1,4,1,0 +alstode01,1977,1,NYA,AL,22,40,10,13,4,0,1,4,3,3,3,4,0,0,1,1,2 +alvarlu01,1977,1,NYN,NL,1,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +alvarlu01,1977,2,DET,AL,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +anderla01,1977,1,CHA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +anderla02,1977,1,CLE,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +andermi01,1977,1,SLN,NL,94,154,18,34,4,1,4,17,2,3,14,31,0,0,1,0,3 +andrefr01,1977,1,PHI,NL,12,23,3,4,0,1,0,2,1,0,1,5,0,0,0,1,1 +andrero01,1977,1,SFN,NL,127,436,60,115,11,3,0,25,5,6,56,33,0,0,5,3,6 +andujjo01,1977,1,HOU,NL,26,53,6,10,2,0,0,2,0,0,3,27,0,0,4,0,0 +apodabo01,1977,1,NYN,NL,59,6,0,1,0,0,0,1,0,0,0,3,0,0,1,0,0 +armasto01,1977,1,OAK,AL,118,363,26,87,8,2,13,53,1,2,20,99,2,0,1,8,8 +armbred01,1977,1,CIN,NL,65,78,12,20,4,3,1,5,5,6,10,21,0,0,2,1,3 +arroyfe01,1977,1,DET,AL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ashbyal01,1977,1,TOR,AL,124,396,25,83,16,3,2,29,0,2,50,51,3,2,10,1,14 +ashfotu01,1977,1,SDN,NL,81,249,25,54,18,0,3,24,2,3,21,35,4,1,4,2,5 +asselbr01,1977,1,ATL,NL,83,124,12,26,6,0,4,17,1,0,9,10,1,0,1,0,2 +atkinbi01,1977,1,MON,NL,56,5,0,1,0,0,0,0,0,0,0,1,0,0,1,0,0 +auerbri01,1977,1,CIN,NL,33,45,5,7,2,0,0,3,0,0,4,7,0,0,1,2,1 +augusje01,1977,1,ML4,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +aultdo01,1977,1,TOR,AL,129,445,44,109,22,3,11,64,4,4,39,68,5,4,3,3,20 +avilera01,1977,1,BOS,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +ayalabe01,1977,1,SLN,NL,1,3,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +bacsimi01,1977,1,TEX,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +baezjo01,1977,1,SEA,AL,91,305,39,79,14,1,1,17,6,1,19,20,1,1,8,0,6 +bahnsst01,1977,1,OAK,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bahnsst01,1977,2,MON,NL,23,42,0,5,2,0,0,7,0,0,3,18,0,0,4,0,1 +bailebo01,1977,1,CIN,NL,49,79,9,20,2,1,2,11,1,1,12,10,2,0,0,1,2 +bailebo01,1977,2,BOS,AL,2,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +bailobo01,1977,1,TOR,AL,122,496,62,154,21,5,5,32,15,6,17,26,1,2,6,2,7 +bairdo01,1977,1,OAK,AL,45,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bakerdu01,1977,1,LAN,NL,153,533,86,155,26,1,30,86,2,6,58,89,6,6,2,5,9 +bakerja01,1977,1,BOS,AL,2,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +baldwri01,1977,1,NYN,NL,40,4,1,2,0,0,0,0,0,0,0,2,0,0,0,0,0 +bandosa01,1977,1,ML4,AL,159,580,65,145,27,3,17,82,4,2,75,89,3,3,3,5,10 +bannial01,1977,1,CHA,AL,139,560,87,154,20,3,3,57,4,3,54,49,1,2,3,11,11 +bannifl01,1977,1,HOU,NL,24,48,4,9,0,0,0,1,0,0,1,14,0,0,6,0,1 +barera01,1977,1,DET,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barkele01,1977,1,TEX,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barlomi01,1977,1,CAL,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barrifr01,1977,1,CHA,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barrji01,1977,1,SFN,NL,44,76,2,10,2,0,0,9,0,0,2,22,0,1,13,0,0 +bassra01,1977,1,MIN,AL,9,19,0,2,0,0,0,0,0,0,0,5,0,0,0,0,0 +baylodo01,1977,1,CAL,AL,154,561,87,141,27,0,25,75,26,12,62,76,7,12,2,8,16 +beardmi01,1977,1,ATL,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bearega01,1977,1,ML4,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +beaslle01,1977,1,TEX,AL,25,32,5,7,1,0,0,3,1,1,2,2,0,0,2,1,0 +belanma01,1977,1,BAL,AL,144,402,39,83,13,4,2,30,15,8,43,68,1,3,8,2,7 +bellbu01,1977,1,CLE,AL,129,479,64,140,23,4,11,64,1,8,45,63,5,1,8,5,14 +bellke01,1977,1,CHA,AL,9,28,4,5,1,0,1,6,0,0,3,8,0,0,0,1,0 +belloro01,1977,1,ATL,NL,6,1,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +benchjo01,1977,1,CIN,NL,142,494,67,136,34,2,31,109,2,4,58,95,8,1,0,7,10 +beniqju01,1977,1,TEX,AL,123,424,56,114,19,6,10,50,26,18,43,43,0,1,8,2,13 +bergmda01,1977,1,NYA,AL,5,4,1,1,0,0,0,1,0,0,0,0,0,0,0,1,0 +bernavi01,1977,1,SDN,NL,15,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +bernhju01,1977,1,SEA,AL,89,305,32,74,9,2,7,30,2,3,5,26,0,2,4,1,9 +berrada01,1977,1,PIT,NL,17,40,0,7,1,0,0,3,0,0,1,8,0,0,0,0,0 +bevacku01,1977,1,TEX,AL,39,96,13,32,7,2,5,28,0,1,6,13,1,0,0,2,6 +bibbyji01,1977,1,CLE,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +biittla01,1977,1,CHN,NL,138,493,74,147,28,1,12,62,2,1,35,36,2,1,1,2,17 +billija01,1977,1,CIN,NL,36,56,3,9,1,0,0,3,0,0,1,17,0,0,6,0,2 +birddo01,1977,1,KCA,AL,53,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +blackti01,1977,1,PHI,NL,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +blackti01,1977,2,MON,NL,16,22,3,2,1,0,0,0,0,0,2,7,1,0,1,0,1 +blairpa01,1977,1,NYA,AL,83,164,20,43,4,3,4,25,3,2,9,16,1,2,5,3,7 +blankla01,1977,1,CLE,AL,105,322,43,92,10,4,6,38,3,0,19,37,1,1,5,4,7 +bluevi01,1977,1,OAK,AL,38,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +blylebe01,1977,1,TEX,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bochtbr01,1977,1,CAL,AL,25,100,12,29,4,0,2,8,3,2,7,4,0,0,1,0,3 +bochtbr01,1977,2,CLE,AL,112,392,52,119,19,1,5,43,3,2,40,38,3,0,7,5,17 +boggsto01,1977,1,TEX,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +boiscbr01,1977,1,NYN,NL,127,307,41,90,21,1,4,44,6,4,31,57,0,1,7,1,5 +bondsbo01,1977,1,CAL,AL,158,592,103,156,23,9,37,115,41,18,74,141,5,2,1,10,9 +bonhabi01,1977,1,CHN,NL,35,65,3,15,3,0,0,3,0,0,1,14,0,0,11,0,1 +bonneba01,1977,1,ATL,NL,100,360,41,108,11,0,1,45,7,5,37,32,8,2,3,1,7 +boonebo01,1977,1,PHI,NL,132,440,55,125,26,4,11,66,5,5,42,54,5,2,3,8,8 +borbope01,1977,1,CIN,NL,73,22,0,4,1,0,0,0,0,0,0,5,0,0,2,0,1 +borgmgl01,1977,1,MIN,AL,17,43,12,11,1,0,2,7,0,0,11,9,0,0,0,0,1 +bosetri01,1977,1,SLN,NL,41,69,12,16,0,0,0,3,4,4,6,11,0,1,0,0,0 +bosleth01,1977,1,CAL,AL,58,212,19,63,10,2,0,19,5,4,16,32,0,1,4,2,4 +bostoly01,1977,1,MIN,AL,153,593,104,199,36,12,14,90,16,7,51,59,5,6,2,8,16 +bosweke01,1977,1,HOU,NL,72,97,7,21,1,1,0,12,0,0,10,12,1,0,0,1,5 +bowala01,1977,1,PHI,NL,154,624,93,175,19,3,4,41,32,3,32,32,2,0,13,6,11 +bowensa02,1977,1,BOS,AL,3,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +bowlist01,1977,1,TOR,AL,89,194,19,40,8,1,1,13,2,3,37,42,1,0,3,2,8 +bradfla01,1977,1,ATL,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +braunst01,1977,1,SEA,AL,139,451,51,106,19,1,5,31,8,3,80,59,2,2,8,3,14 +brettge01,1977,1,KCA,AL,139,564,105,176,32,13,22,88,14,12,55,24,9,2,3,3,12 +brettke01,1977,1,CHA,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brettke01,1977,2,CAL,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +briggda01,1977,1,CAL,AL,59,74,6,12,2,0,1,4,0,0,8,14,1,0,0,1,3 +brilene01,1977,1,TEX,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brilene01,1977,2,BAL,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brobepe01,1977,1,CHN,NL,22,6,0,0,0,0,0,0,0,0,0,2,0,0,0,0,1 +brocklo01,1977,1,SLN,NL,141,489,69,133,22,6,2,46,35,24,30,74,2,2,0,0,6 +brohaja01,1977,1,CHA,AL,59,152,26,39,10,3,2,20,0,0,21,8,4,1,3,2,1 +brownja01,1977,1,MON,NL,42,56,2,7,0,0,0,1,0,0,1,24,0,0,4,0,1 +brownol02,1977,1,PHI,NL,53,70,5,17,3,1,1,13,1,1,4,14,1,0,0,1,3 +brunoto01,1977,1,TOR,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brusswa01,1977,1,PHI,NL,46,6,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +bryest01,1977,1,ML4,AL,94,241,27,60,14,3,7,28,1,0,16,39,0,1,5,1,5 +bucknbi01,1977,1,CHN,NL,122,426,40,121,27,0,11,60,7,5,21,23,2,1,2,7,16 +bullibu01,1977,1,MIN,AL,15,32,2,5,1,0,0,5,0,0,5,5,1,0,2,0,1 +bumbral01,1977,1,BAL,AL,133,518,74,164,31,3,4,41,19,8,45,88,4,2,2,4,4 +burgmto01,1977,1,MIN,AL,61,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +burkegl01,1977,1,LAN,NL,83,169,16,43,8,0,1,13,13,5,5,22,1,1,0,0,3 +burkest01,1977,1,SEA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +burleri01,1977,1,BOS,AL,154,663,80,194,36,7,3,52,13,12,47,69,1,2,3,6,15 +burrira01,1977,1,CHN,NL,40,69,4,12,2,1,1,8,0,0,4,22,0,1,9,0,0 +burroje01,1977,1,ATL,NL,154,579,91,157,19,1,41,114,4,1,86,126,2,0,0,6,8 +burtoji01,1977,1,BOS,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +buskemi01,1977,1,PHI,NL,6,7,1,2,0,1,0,1,0,0,0,1,0,1,0,0,0 +busketo01,1977,1,CLE,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +butlebi02,1977,1,MIN,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +byrdje01,1977,1,TOR,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cabelen01,1977,1,HOU,NL,150,625,101,176,36,7,16,68,42,22,27,55,2,3,2,3,8 +cacekcr01,1977,1,HOU,NL,7,20,0,1,0,0,0,1,0,0,1,3,0,0,0,0,2 +caldwmi01,1977,1,CIN,NL,14,4,1,2,2,0,0,0,0,0,1,0,0,0,0,0,0 +caldwmi01,1977,2,ML4,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +campabe01,1977,1,TEX,AL,150,552,77,140,19,7,5,46,27,20,47,86,1,4,40,5,7 +campbbi02,1977,1,BOS,AL,69,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +campbda02,1977,1,ATL,NL,65,12,1,1,0,0,0,1,0,0,0,8,0,0,2,0,0 +campeca01,1977,1,CLE,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +campri01,1977,1,ATL,NL,54,6,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +candejo01,1977,1,PIT,NL,33,80,5,18,3,2,0,11,0,1,4,18,0,0,4,0,0 +caneijo01,1977,1,CAL,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cannojo01,1977,1,HOU,NL,9,17,3,2,2,0,0,1,1,1,0,5,0,0,0,0,0 +capildo01,1977,1,SLN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +capildo01,1977,2,CIN,NL,22,34,1,2,0,0,0,2,0,0,0,13,0,1,3,1,0 +caprabu01,1977,1,ATL,NL,45,36,1,4,0,0,0,2,0,0,3,9,0,0,3,0,0 +carbobe01,1977,1,BOS,AL,86,228,36,66,6,1,15,34,1,2,47,72,3,0,0,1,4 +cardejo02,1977,1,CHN,NL,100,226,33,54,12,1,3,18,5,4,28,30,2,1,2,1,9 +carewro01,1977,1,MIN,AL,155,616,128,239,38,16,14,100,23,13,69,55,15,3,1,5,6 +carltst01,1977,1,PHI,NL,36,97,7,26,4,0,3,15,0,0,2,20,0,1,7,3,0 +carrido01,1977,1,MIN,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +carrocl02,1977,1,SLN,NL,51,11,0,1,0,0,0,0,0,0,0,2,0,0,3,0,1 +carrocl02,1977,2,CHA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cartega01,1977,1,MON,NL,154,522,86,148,29,2,31,84,5,5,58,103,5,5,3,7,9 +cartyri01,1977,1,CLE,AL,127,461,50,129,23,1,15,80,1,2,56,51,6,0,0,4,17 +cashda01,1977,1,MON,NL,153,650,91,188,42,7,0,43,21,12,52,33,5,2,4,1,15 +castibo01,1977,1,LAN,NL,6,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +castrbi01,1977,1,ML4,AL,51,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cedence01,1977,1,HOU,NL,141,530,92,148,36,8,14,71,61,14,47,50,7,11,2,8,10 +ceronri01,1977,1,TOR,AL,31,100,7,20,4,0,1,10,0,0,6,12,0,0,1,0,3 +ceyro01,1977,1,LAN,NL,153,564,77,136,22,3,30,110,3,4,93,106,6,2,3,7,11 +chalkda01,1977,1,CAL,AL,149,519,58,144,27,2,3,45,12,8,52,69,2,5,9,6,13 +chambch01,1977,1,NYA,AL,157,600,90,172,32,6,17,90,4,0,45,73,5,2,0,5,22 +champmi01,1977,1,SDN,NL,150,507,35,116,14,6,1,43,3,3,27,85,3,2,10,0,8 +chaneda01,1977,1,ATL,NL,74,209,22,42,7,2,3,15,0,0,17,44,2,0,4,1,9 +cheveto01,1977,1,BAL,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chileri01,1977,1,MIN,AL,108,261,31,69,16,1,3,36,0,1,23,17,2,2,4,5,5 +chrisla01,1977,1,PHI,NL,34,74,4,10,0,0,3,13,0,0,4,38,0,0,10,0,0 +clancji01,1977,1,TOR,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clarkja01,1977,1,SFN,NL,136,413,64,104,17,4,13,51,12,4,49,73,2,2,1,3,7 +clayke01,1977,1,NYA,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clevere01,1977,1,BOS,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clinege01,1977,1,CHN,NL,101,239,27,70,12,2,3,41,1,2,25,25,2,1,1,3,7 +colboji01,1977,1,KCA,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +colemda01,1977,1,BOS,AL,11,12,1,0,0,0,0,0,0,0,1,3,0,0,0,0,0 +colemjo05,1977,1,OAK,AL,43,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +collida02,1977,1,SEA,AL,120,402,46,96,9,3,5,28,25,10,33,66,0,3,6,3,2 +collido01,1977,1,ATL,NL,40,11,0,0,0,0,0,0,0,0,0,6,0,0,1,0,1 +colucbo01,1977,1,CHA,AL,20,37,4,10,0,0,0,7,0,2,6,2,0,0,0,2,1 +conceda01,1977,1,CIN,NL,156,572,59,155,26,3,8,64,29,7,46,77,6,0,6,6,15 +coopece01,1977,1,ML4,AL,160,643,86,193,31,7,20,78,13,8,28,110,4,0,1,7,13 +corcoti01,1977,1,DET,AL,55,103,13,29,3,0,3,15,0,1,6,9,1,0,0,2,3 +cornute01,1977,1,SFN,NL,28,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +correvi01,1977,1,ATL,NL,54,144,16,30,7,0,7,16,2,3,22,33,1,1,1,2,3 +cortba01,1977,1,ML4,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cowenal01,1977,1,KCA,AL,162,606,98,189,32,14,23,112,16,12,41,64,4,8,1,5,14 +coxla01,1977,1,SEA,AL,35,93,6,23,6,0,2,6,1,1,10,12,0,0,1,0,2 +coxte02,1977,1,BOS,AL,13,58,11,21,3,1,1,6,0,0,3,6,0,0,1,0,0 +crawfji01,1977,1,DET,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +crawfwi01,1977,1,HOU,NL,42,114,14,29,3,0,2,18,0,0,16,10,1,0,0,2,1 +crawfwi01,1977,2,OAK,AL,59,136,7,25,7,1,1,16,0,0,18,20,4,0,2,1,5 +criscda01,1977,1,BAL,AL,7,9,1,3,0,0,1,1,0,0,0,1,0,0,1,0,0 +cromawa01,1977,1,MON,NL,155,620,64,175,41,7,5,50,10,3,33,40,3,4,2,3,15 +crowlte01,1977,1,BAL,AL,18,22,3,8,1,0,1,9,0,0,1,3,0,0,0,0,0 +cruzhe01,1977,1,SLN,NL,118,339,50,80,19,2,6,42,4,3,46,56,1,1,2,3,8 +cruzhe02,1977,1,CHA,AL,16,21,3,6,0,0,2,5,0,0,1,3,1,0,0,0,0 +cruzjo01,1977,1,HOU,NL,157,579,87,173,31,10,17,87,44,23,69,67,13,0,3,10,4 +cruzju01,1977,1,SEA,AL,60,199,25,51,3,1,1,7,15,6,24,29,1,0,7,0,2 +cruzto01,1977,1,CHA,AL,4,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cubbami01,1977,1,MIN,AL,129,417,60,110,16,5,9,55,1,4,37,49,6,0,6,4,4 +cuellbo01,1977,1,TEX,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cuellmi01,1977,1,CAL,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +curtijo01,1977,1,SFN,NL,44,13,4,3,0,1,0,0,0,0,1,8,0,0,3,0,0 +dacqujo01,1977,1,SLN,NL,3,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +dacqujo01,1977,2,SDN,NL,17,6,0,0,0,0,0,0,0,0,1,5,0,0,2,0,0 +dadepa01,1977,1,CLE,AL,134,461,65,134,15,3,3,45,16,8,32,58,4,2,4,9,12 +dalcabr01,1977,1,CHA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +darrmi01,1977,1,TOR,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +darwibo01,1977,1,BOS,AL,4,9,1,2,1,0,0,1,0,0,0,4,0,0,0,0,1 +darwibo01,1977,2,CHN,NL,11,12,2,2,1,0,0,0,0,0,0,5,0,0,0,0,0 +dauerri01,1977,1,BAL,AL,96,304,38,74,15,1,5,25,1,0,20,28,0,2,2,1,10 +davalvi01,1977,1,LAN,NL,24,48,3,15,2,0,0,4,0,0,0,6,0,0,0,0,0 +davanje01,1977,1,SLN,NL,9,8,2,0,0,0,0,0,0,0,1,2,0,0,0,0,0 +daveymi01,1977,1,ATL,NL,16,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +davisbo02,1977,1,SDN,NL,48,94,9,17,2,0,1,10,0,0,5,24,2,2,2,1,2 +davisdi02,1977,1,ML4,AL,22,51,7,14,2,0,0,6,0,0,1,8,0,0,0,2,1 +dawsoan01,1977,1,MON,NL,139,525,64,148,26,9,19,65,21,7,34,93,4,2,1,4,6 +debarde01,1977,1,TOR,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +decindo01,1977,1,BAL,AL,150,522,63,135,28,3,19,69,8,8,64,86,6,2,0,5,14 +dejesiv01,1977,1,CHN,NL,155,624,91,166,31,7,3,40,24,12,56,90,4,4,7,4,8 +delgapu01,1977,1,SEA,AL,13,22,4,4,0,0,0,2,0,0,1,8,0,0,0,0,0 +demerla01,1977,1,PIT,NL,47,20,4,3,0,1,0,0,0,0,0,8,0,0,0,0,0 +dempsri01,1977,1,BAL,AL,91,270,27,61,7,4,3,34,2,3,34,34,1,2,5,3,9 +dennyjo01,1977,1,SLN,NL,26,51,4,5,0,0,0,2,1,0,1,15,0,1,5,0,1 +dentbu01,1977,1,NYA,AL,158,477,54,118,18,4,8,49,1,1,39,28,0,1,14,9,9 +devinad01,1977,1,TEX,AL,56,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +diazbo01,1977,1,BOS,AL,2,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +dierkla01,1977,1,SLN,NL,11,8,0,0,0,0,0,0,0,0,0,4,0,0,2,0,0 +dillast01,1977,1,BOS,AL,66,141,22,34,7,0,1,13,4,3,7,13,0,0,2,4,1 +dilonmi01,1977,1,PIT,NL,29,44,5,6,0,0,0,0,12,0,2,3,0,0,3,0,0 +dimmemi01,1977,1,BAL,AL,25,5,8,0,0,0,0,0,1,0,0,1,0,0,1,0,0 +dixonto01,1977,1,HOU,NL,9,7,0,0,0,0,0,0,0,0,0,2,0,0,3,0,0 +dobsopa01,1977,1,CLE,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +downial01,1977,1,LAN,NL,12,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +downibr01,1977,1,CHA,AL,69,169,28,48,4,2,4,25,1,2,34,21,0,2,5,4,3 +doylede01,1977,1,BOS,AL,137,455,54,109,13,6,2,49,2,4,29,50,3,4,8,4,8 +dragodi01,1977,1,CAL,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dragodi01,1977,2,BAL,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +driesda01,1977,1,CIN,NL,151,536,75,161,31,4,17,91,31,13,64,85,8,3,0,5,12 +duesha01,1977,1,MON,NL,6,5,1,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +duffyfr01,1977,1,CLE,AL,122,334,30,67,13,2,4,31,8,3,21,47,0,0,13,1,8 +dumouda01,1977,1,CIN,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +duncata01,1977,1,SLN,NL,8,12,2,4,0,0,1,2,0,0,2,1,0,0,0,1,0 +dunnist01,1977,1,OAK,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dwyerji01,1977,1,SLN,NL,13,31,3,7,1,0,0,2,0,0,4,5,0,2,0,0,0 +dyerdu01,1977,1,PIT,NL,94,270,27,65,11,1,3,19,6,0,54,49,11,3,1,3,7 +easlemi01,1977,1,PIT,NL,10,18,3,8,2,0,1,5,0,0,0,1,0,0,0,1,0 +easteja01,1977,1,ATL,NL,23,15,0,4,2,0,0,1,0,0,0,3,0,0,2,0,0 +eastwra01,1977,1,CIN,NL,23,6,0,1,0,0,0,0,0,0,0,4,0,0,1,0,0 +eastwra01,1977,2,SLN,NL,41,5,0,2,0,0,0,1,0,0,2,2,0,0,0,0,0 +eckerde01,1977,1,CLE,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +edwarmi01,1977,1,PIT,NL,7,6,1,0,0,0,0,0,0,2,0,3,0,1,0,0,0 +elliora01,1977,1,SFN,NL,73,167,17,40,5,1,7,26,0,2,8,24,1,1,0,2,5 +ellisdo01,1977,1,NYA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ellisdo01,1977,2,OAK,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ellisdo01,1977,3,TEX,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ellisjo01,1977,1,TEX,AL,49,119,7,28,7,0,4,15,0,0,8,26,2,0,0,0,1 +erardgr01,1977,1,SEA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +espinni01,1977,1,NYN,NL,32,62,1,8,1,0,0,5,0,0,3,15,0,0,7,0,3 +essiaji01,1977,1,CHA,AL,114,322,50,88,18,2,10,44,1,4,52,35,1,1,4,2,9 +etchean01,1977,1,CAL,AL,80,114,11,29,2,2,0,14,3,1,12,19,0,0,3,2,3 +evansda01,1977,1,SFN,NL,144,461,64,117,18,3,17,72,9,6,69,50,3,3,1,5,8 +evansdw01,1977,1,BOS,AL,73,230,39,66,9,2,14,36,4,2,28,58,0,0,6,1,3 +ewingsa01,1977,1,TOR,AL,97,244,24,70,8,2,4,34,1,1,19,42,4,0,3,0,8 +faheybi01,1977,1,TEX,AL,37,68,3,15,4,0,0,5,0,0,1,8,0,0,3,0,1 +fairlro01,1977,1,TOR,AL,132,458,60,128,24,2,19,64,0,4,58,58,11,2,8,2,12 +falcope01,1977,1,SLN,NL,27,41,3,10,0,1,0,2,0,0,2,12,0,0,4,0,0 +farmeed01,1977,1,BAL,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fergujo01,1977,1,HOU,NL,132,421,59,108,21,3,16,61,6,2,85,79,7,0,2,3,11 +fidryma01,1977,1,DET,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +figueed01,1977,1,NYA,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fingero01,1977,1,SDN,NL,78,20,0,1,0,0,0,2,0,0,0,9,0,0,1,0,0 +fischmi01,1977,1,HOU,NL,13,15,0,3,0,0,0,0,0,0,0,2,0,0,0,0,0 +fiskca01,1977,1,BOS,AL,152,536,106,169,26,3,26,102,7,6,75,85,3,9,2,10,9 +fitzmal01,1977,1,CLE,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +flanami01,1977,1,BAL,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +flannjo01,1977,1,CHA,AL,7,2,1,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +floregi01,1977,1,CAL,AL,104,342,41,95,19,4,1,26,12,10,23,39,2,1,6,0,13 +flynndo01,1977,1,CIN,NL,36,32,0,8,1,1,0,5,0,0,0,6,0,0,0,1,0 +flynndo01,1977,2,NYN,NL,90,282,14,54,6,1,0,14,1,3,11,23,2,0,5,2,4 +foliti01,1977,1,MON,NL,13,57,2,10,5,1,0,3,0,0,0,4,0,0,0,1,1 +foliti01,1977,2,SFN,NL,104,368,30,84,17,3,4,27,2,4,11,16,1,0,3,5,6 +folkeri01,1977,1,ML4,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +footeba01,1977,1,MON,NL,15,49,4,12,3,1,2,8,0,0,4,10,0,0,0,0,1 +footeba01,1977,2,PHI,NL,18,32,3,7,1,0,1,3,0,0,3,6,0,0,0,0,6 +fordda01,1977,1,MIN,AL,144,453,66,121,25,7,11,60,6,4,41,79,3,10,1,5,12 +forscbo01,1977,1,SLN,NL,35,72,6,12,4,0,0,4,0,0,2,29,0,0,12,0,0 +forscke01,1977,1,HOU,NL,42,13,1,1,0,0,0,0,0,0,1,5,0,0,1,0,0 +forstte01,1977,1,PIT,NL,36,26,2,9,1,1,0,1,0,0,0,4,0,0,1,0,0 +fossera01,1977,1,CLE,AL,78,238,25,63,7,1,6,27,0,5,7,26,2,3,8,1,5 +fossera01,1977,2,SEA,AL,11,34,3,12,3,0,0,5,0,1,2,2,0,0,0,0,2 +fostege01,1977,1,CIN,NL,158,615,124,197,31,2,52,149,6,4,61,107,10,5,0,8,17 +fostele01,1977,1,NYN,NL,36,75,6,17,3,0,0,6,3,1,5,14,0,1,0,0,2 +foucast01,1977,1,DET,AL,44,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +freedro01,1977,1,SLN,NL,49,83,10,33,2,1,5,21,0,0,11,9,0,0,0,1,2 +fregoji01,1977,1,TEX,AL,13,28,4,7,1,0,1,5,0,0,3,4,0,0,0,1,0 +fregoji01,1977,2,PIT,NL,36,56,10,16,1,1,3,16,2,0,13,10,1,0,0,2,1 +freisda01,1977,1,SDN,NL,33,37,4,5,1,0,0,1,0,0,4,14,0,0,2,0,0 +friaspe01,1977,1,MON,NL,53,70,10,18,1,0,0,5,1,0,0,10,0,0,2,0,1 +frostda01,1977,1,CHA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +frymawo01,1977,1,CIN,NL,17,22,1,7,0,0,0,0,0,0,1,5,0,0,3,0,0 +fuentti01,1977,1,DET,AL,151,615,83,190,19,10,5,51,4,4,38,61,1,2,13,5,11 +fulleji01,1977,1,HOU,NL,34,100,5,16,6,0,2,9,0,1,10,45,1,1,1,0,0 +galasbo01,1977,1,SEA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gamblos01,1977,1,CHA,AL,137,408,75,121,22,2,31,83,1,2,54,54,2,6,1,1,3 +gantnji01,1977,1,ML4,AL,14,47,4,14,1,0,1,2,2,1,2,5,0,0,0,0,1 +garbege01,1977,1,PHI,NL,64,10,0,0,0,0,0,0,0,0,0,5,0,0,0,0,0 +garciki01,1977,1,BAL,AL,65,131,20,29,6,0,2,10,2,3,6,31,0,0,2,0,4 +garcipe01,1977,1,TOR,AL,41,130,10,27,10,1,0,9,0,0,5,21,0,3,3,0,2 +gardnar01,1977,1,HOU,NL,66,65,7,10,0,0,0,3,0,0,3,15,1,1,1,0,3 +garlawa01,1977,1,CLE,AL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +garmami01,1977,1,LAN,NL,49,7,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +garneph01,1977,1,PIT,NL,153,585,99,152,35,10,17,77,32,9,55,65,4,2,7,2,13 +garrewa01,1977,1,MON,NL,68,159,17,43,6,1,2,22,2,2,30,18,7,1,1,2,2 +garrra01,1977,1,CHA,AL,134,543,78,163,29,7,10,54,12,7,27,44,4,0,3,1,7 +garvest01,1977,1,LAN,NL,162,646,91,192,25,3,33,115,9,6,38,90,10,1,7,4,15 +garvije01,1977,1,TOR,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gastoci01,1977,1,ATL,NL,56,85,6,23,4,0,3,21,1,0,5,19,0,0,0,3,3 +geronce01,1977,1,CIN,NL,149,492,54,131,22,4,10,52,10,4,35,89,13,5,5,1,11 +gilbrro01,1977,1,ATL,NL,128,407,47,99,15,2,8,43,3,9,45,79,6,2,7,2,10 +giustda01,1977,1,OAK,AL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +giustda01,1977,2,CHN,NL,20,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1 +glynned01,1977,1,DET,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +goltzda01,1977,1,MIN,AL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gomezlu01,1977,1,MIN,AL,32,65,6,16,4,2,0,11,0,2,4,9,0,0,5,0,0 +gonzafe01,1977,1,PIT,NL,80,181,17,50,10,0,4,27,3,3,13,21,6,0,0,3,8 +gonzaju02,1977,1,HOU,NL,110,383,34,94,18,3,1,27,3,3,19,45,1,4,5,2,7 +goodsed01,1977,1,LAN,NL,61,66,3,11,1,0,1,5,0,1,3,10,2,0,0,0,2 +goodwda01,1977,1,CAL,AL,35,91,5,19,6,1,1,8,0,0,5,19,1,0,0,0,2 +gordomi01,1977,1,CHN,NL,8,23,0,1,0,0,0,2,0,0,2,8,0,0,1,0,0 +gorinbo01,1977,1,MIN,AL,54,118,14,23,4,1,3,22,1,0,5,29,0,0,2,1,1 +gossari01,1977,1,PIT,NL,72,23,0,5,1,0,0,2,0,0,1,8,0,0,1,0,0 +grayga01,1977,1,TEX,AL,1,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +greerbr01,1977,1,SDN,NL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +grichbo01,1977,1,CAL,AL,52,181,24,44,6,0,7,23,6,6,37,40,4,1,3,3,5 +grievto01,1977,1,TEX,AL,79,236,24,53,9,0,7,30,1,0,13,57,1,3,2,1,4 +griffal01,1977,1,CLE,AL,14,41,5,6,1,0,0,3,2,2,3,5,0,0,0,0,1 +griffdo01,1977,1,BOS,AL,5,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1 +griffke01,1977,1,CIN,NL,154,585,117,186,35,8,12,57,17,8,69,84,2,0,1,2,12 +griffto02,1977,1,SDN,NL,39,45,2,6,3,0,2,4,0,0,0,23,0,0,3,1,0 +grillst01,1977,1,DET,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grimsro02,1977,1,BAL,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grossgr01,1977,1,CHN,NL,115,239,43,77,10,4,5,32,0,1,33,19,4,0,3,5,6 +grosswa01,1977,1,OAK,AL,146,485,66,113,21,1,22,63,5,4,86,84,6,5,3,3,7 +groteje01,1977,1,NYN,NL,42,115,8,31,3,1,0,7,0,0,9,12,1,2,2,0,5 +groteje01,1977,2,LAN,NL,18,27,3,7,0,0,0,4,0,1,2,5,1,0,1,0,2 +grubbjo01,1977,1,CLE,AL,34,93,8,28,3,3,2,14,0,3,19,18,2,1,0,0,3 +guerrma01,1977,1,CAL,AL,86,244,17,69,8,2,1,28,0,0,4,16,1,0,2,2,4 +guidrro01,1977,1,NYA,AL,36,0,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gulledo01,1977,1,NYA,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gurala01,1977,1,KCA,AL,52,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +haasmo01,1977,1,ML4,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hairsje01,1977,1,CHA,AL,13,26,3,8,2,0,0,4,0,0,5,7,0,0,0,0,2 +hairsje01,1977,2,PIT,NL,51,52,5,10,2,0,2,6,0,0,6,10,0,0,0,1,1 +halejo01,1977,1,LAN,NL,79,108,10,26,4,1,2,11,2,1,15,28,1,0,0,1,0 +haliced01,1977,1,SFN,NL,37,85,7,15,4,0,2,5,0,0,4,29,0,0,5,1,0 +hallto01,1977,1,KCA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hamilda01,1977,1,CHA,AL,55,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hamptik01,1977,1,CAL,AL,52,44,5,13,1,0,3,9,0,0,2,10,0,1,0,0,2 +haneyla01,1977,1,ML4,AL,63,127,7,29,2,0,0,10,0,0,5,30,0,0,2,2,2 +hannage01,1977,1,MON,NL,8,7,1,0,0,0,0,0,0,0,2,4,0,0,2,0,0 +hannapr01,1977,1,ATL,NL,17,14,2,1,0,0,0,1,0,0,3,6,0,0,1,0,0 +hargast01,1977,1,TOR,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hargast01,1977,2,TEX,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hargast01,1977,3,ATL,NL,16,6,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +hargrmi01,1977,1,TEX,AL,153,525,98,160,28,4,18,69,2,5,103,59,7,6,8,6,13 +harlola01,1977,1,BAL,AL,46,48,4,10,0,1,0,0,6,1,5,8,0,0,1,0,0 +harmote01,1977,1,PHI,NL,46,60,13,11,1,0,2,5,0,2,6,9,0,1,0,1,2 +harrato01,1977,1,TEX,AL,159,539,90,142,25,5,27,87,27,5,109,73,7,10,9,6,12 +harrebu01,1977,1,NYN,NL,107,269,25,48,6,2,1,12,5,4,27,28,1,1,7,1,3 +harrivi01,1977,1,SFN,NL,69,165,28,43,12,0,2,14,2,1,19,36,1,0,2,3,1 +hartech01,1977,1,TOR,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hartzpa01,1977,1,CAL,AL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hasslan01,1977,1,KCA,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +healyfr02,1977,1,NYA,AL,27,67,10,15,5,0,0,7,1,0,6,13,0,0,2,0,1 +heaveda01,1977,1,SFN,NL,56,5,0,0,0,0,0,0,0,0,1,2,0,0,2,0,0 +hebneri01,1977,1,PHI,NL,118,397,67,113,17,4,18,62,7,8,61,46,8,3,1,4,7 +heganmi01,1977,1,ML4,AL,35,53,8,9,0,0,2,3,0,0,10,17,1,1,0,0,0 +heideja01,1977,1,ML4,AL,5,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +heintto01,1977,1,SFN,NL,2,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +heisebo01,1977,1,KCA,AL,54,62,11,16,2,1,0,5,0,1,2,8,0,1,1,0,0 +helmsto01,1977,1,PIT,NL,15,12,0,0,0,0,0,0,0,0,0,3,0,0,2,0,0 +helmsto01,1977,2,BOS,AL,21,59,5,16,2,0,1,5,0,0,4,4,1,1,0,0,1 +hendejo01,1977,1,CIN,NL,7,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hendeke01,1977,1,TEX,AL,75,244,23,63,14,0,5,23,2,1,18,37,4,3,2,0,8 +hendest01,1977,1,NYN,NL,99,350,67,104,16,6,12,65,6,3,43,79,2,1,0,4,13 +hendrel01,1977,1,NYA,AL,10,11,1,3,1,0,1,5,0,0,0,2,0,0,0,0,0 +hendrge01,1977,1,SDN,NL,152,541,75,168,25,2,23,81,11,6,61,74,8,2,1,2,9 +hernaen01,1977,1,SDN,NL,7,3,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +hernake01,1977,1,SLN,NL,161,560,90,163,41,4,15,91,7,7,79,88,11,1,3,2,17 +hernara01,1977,1,CHN,NL,6,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hernara01,1977,2,BOS,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hernawi01,1977,1,CHN,NL,67,16,0,1,0,0,0,0,0,0,0,9,0,0,3,0,0 +herndla01,1977,1,SFN,NL,49,109,13,26,4,3,1,5,4,2,5,20,1,1,2,0,4 +herrmed01,1977,1,HOU,NL,56,158,7,46,7,0,1,17,1,1,15,18,1,1,3,2,3 +hillejo01,1977,1,DET,AL,45,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hillma01,1977,1,SFN,NL,108,320,28,80,10,0,9,50,0,1,34,34,6,0,3,7,12 +hindssa01,1977,1,ML4,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hislela01,1977,1,MIN,AL,141,546,95,165,36,3,28,119,21,10,56,106,5,6,5,7,11 +hobsobu01,1977,1,BOS,AL,159,593,77,157,33,5,30,112,5,4,27,162,4,4,10,3,17 +hodgero01,1977,1,NYN,NL,66,117,6,31,4,0,1,5,0,2,9,17,1,0,0,0,0 +hoernjo01,1977,1,CIN,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +holdsfr01,1977,1,BAL,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +holdsfr01,1977,2,MON,NL,14,10,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +hollaal01,1977,1,PIT,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hollyje01,1977,1,MIN,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +holtzke01,1977,1,NYA,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +honeyri01,1977,1,SEA,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hooddo01,1977,1,CLE,AL,42,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hootobu01,1977,1,LAN,NL,32,67,1,11,2,0,0,3,0,0,2,15,0,0,14,0,0 +hortowi01,1977,1,DET,AL,1,4,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +hortowi01,1977,2,TEX,AL,139,519,55,150,23,3,15,75,2,3,42,117,5,0,0,8,15 +hosleti01,1977,1,OAK,AL,39,78,5,15,0,0,1,10,0,0,16,13,0,1,0,1,1 +houghch01,1977,1,LAN,NL,70,22,1,4,0,0,1,2,0,0,1,2,0,0,0,0,0 +houseto01,1977,1,BOS,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +houseto01,1977,2,SEA,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +howarwi01,1977,1,HOU,NL,87,187,22,48,6,0,2,13,11,1,5,30,1,0,7,0,4 +howear01,1977,1,HOU,NL,125,413,44,109,23,7,8,58,0,1,41,60,6,5,2,2,10 +howelro02,1977,1,TEX,AL,7,17,0,0,0,0,0,0,0,0,2,4,0,0,0,0,0 +howelro02,1977,2,TOR,AL,96,364,41,115,17,1,10,44,4,1,42,76,2,1,3,2,16 +hraboal01,1977,1,SLN,NL,65,8,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +hugheji03,1977,1,MIN,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +humeto01,1977,1,CIN,NL,14,10,1,2,0,0,1,1,0,0,0,2,0,0,2,0,0 +humphte01,1977,1,CAL,AL,123,304,17,69,11,0,2,34,1,1,21,58,0,4,7,3,9 +hundlra01,1977,1,CHN,NL,2,4,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +hunteca01,1977,1,NYA,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hurdlcl01,1977,1,KCA,AL,9,26,5,8,0,0,2,7,0,0,2,7,0,0,0,0,0 +huttoto01,1977,1,PHI,NL,107,81,12,25,3,0,2,11,1,1,12,10,3,0,1,1,3 +iorgda01,1977,1,PHI,NL,12,30,3,5,1,0,0,2,0,0,1,3,0,0,0,0,0 +iorgda01,1977,2,SLN,NL,30,32,2,10,1,0,0,4,0,1,5,4,0,0,0,1,1 +iviemi01,1977,1,SDN,NL,134,489,66,133,29,2,9,66,3,2,39,57,4,2,1,4,6 +jacksgr01,1977,1,PIT,NL,49,18,1,6,1,0,0,3,0,0,0,4,0,0,0,0,0 +jacksre01,1977,1,NYA,AL,146,525,93,150,39,2,32,110,17,3,74,129,4,3,0,4,3 +jacksro02,1977,1,CAL,AL,106,292,38,71,15,2,8,28,3,2,24,42,2,1,3,2,6 +jacksro03,1977,1,NYN,NL,4,6,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +jamessk01,1977,1,SFN,NL,10,15,3,4,1,0,0,3,0,0,2,3,0,0,0,0,1 +jeffeje01,1977,1,TOR,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jenkife01,1977,1,BOS,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnsba01,1977,1,CHA,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnsbo03,1977,1,ATL,NL,15,3,0,1,0,0,0,1,0,0,0,1,0,0,0,0,0 +johnscl01,1977,1,HOU,NL,51,144,22,43,8,0,10,23,0,1,23,30,2,4,0,0,1 +johnscl01,1977,2,NYA,AL,56,142,24,42,8,0,12,31,0,1,20,23,0,6,0,0,2 +johnsda02,1977,1,PHI,NL,78,156,23,50,9,1,8,36,1,1,23,20,1,2,2,3,5 +johnsda03,1977,1,MIN,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnsja01,1977,1,PHI,NL,112,363,64,103,18,4,15,59,3,7,38,38,3,2,1,7,9 +johnsje01,1977,1,TOR,AL,43,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnsla02,1977,1,CHA,AL,118,374,52,113,12,5,18,65,1,1,24,53,3,0,0,3,15 +johnsti01,1977,1,ML4,AL,30,33,5,2,1,0,0,2,1,0,5,10,1,0,1,1,0 +johnsto02,1977,1,MIN,AL,71,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnto01,1977,1,LAN,NL,31,79,3,14,1,0,1,4,0,0,3,14,0,0,6,1,0 +jonesbo02,1977,1,CAL,AL,14,17,3,3,0,0,1,3,0,0,4,5,0,0,0,1,1 +jonesod01,1977,1,PIT,NL,34,28,2,4,0,0,0,1,0,0,1,11,0,0,0,0,0 +jonesra01,1977,1,SDN,NL,28,43,2,5,1,0,0,1,0,1,2,20,0,0,4,0,0 +jonesri01,1977,1,SEA,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jonesru01,1977,1,SEA,AL,160,597,85,157,26,8,24,76,13,9,55,120,3,2,3,6,7 +jonesti01,1977,1,PIT,NL,3,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +jorgemi01,1977,1,MON,NL,19,20,3,4,1,0,0,0,0,0,3,4,0,0,1,0,1 +jorgemi01,1977,2,OAK,AL,66,203,18,50,4,1,8,32,3,2,25,44,2,2,2,4,3 +joshuvo01,1977,1,ML4,AL,144,536,58,140,25,7,9,49,12,9,21,74,4,0,4,5,17 +jutzesk01,1977,1,SEA,AL,42,109,10,24,2,0,3,15,0,4,7,12,1,0,2,0,3 +kaatji01,1977,1,PHI,NL,36,53,4,10,3,0,0,2,0,0,2,12,0,0,1,0,1 +kekicmi01,1977,1,SEA,AL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kellemi02,1977,1,CHN,NL,63,122,14,28,5,2,0,11,0,0,9,12,2,1,1,0,3 +kellypa01,1977,1,BAL,AL,120,360,50,92,13,0,10,49,25,7,53,75,6,4,4,5,7 +kempst01,1977,1,DET,AL,151,552,75,142,29,4,18,88,3,3,71,93,0,5,1,7,11 +kendafr01,1977,1,CLE,AL,103,317,18,79,13,1,3,39,0,1,16,27,1,1,7,5,8 +keougma02,1977,1,OAK,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kernji01,1977,1,CLE,AL,60,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kerrijo01,1977,1,MON,NL,66,8,0,0,0,0,0,0,0,0,0,5,0,0,2,0,0 +kessido01,1977,1,SLN,NL,59,134,14,32,4,0,0,7,0,0,14,26,1,0,0,1,3 +kessido01,1977,2,CHA,AL,39,119,12,28,3,2,0,11,2,1,13,7,2,0,1,1,3 +kimmbr01,1977,1,DET,AL,14,25,2,2,1,0,0,1,0,1,0,4,0,1,0,0,1 +kingmda01,1977,1,NYN,NL,58,211,22,44,7,0,9,28,3,2,13,66,3,3,0,1,3 +kingmda01,1977,2,SDN,NL,56,168,16,40,9,0,11,39,2,3,12,48,1,2,2,3,3 +kingmda01,1977,3,CAL,AL,10,36,4,7,2,0,2,4,0,0,1,16,0,1,1,0,0 +kingmda01,1977,4,NYA,AL,8,24,5,6,2,0,4,7,0,1,2,13,0,1,0,0,0 +kirkped01,1977,1,PIT,NL,21,28,5,4,2,0,1,4,1,0,8,6,0,0,1,1,2 +kirkped01,1977,2,TEX,AL,20,48,2,9,1,0,0,3,2,0,4,11,1,0,0,0,2 +kirkped01,1977,3,ML4,AL,29,77,8,21,4,0,0,6,0,1,10,8,1,1,0,0,0 +kirkwdo01,1977,1,CAL,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kirkwdo01,1977,2,CHA,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kisonbr01,1977,1,PIT,NL,35,69,8,18,4,0,1,7,1,2,2,19,0,0,3,0,1 +klinest01,1977,1,ATL,NL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kluttmi01,1977,1,NYA,AL,5,15,3,4,1,0,1,4,0,1,2,1,0,1,0,0,0 +knappch01,1977,1,CHA,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kneppbo01,1977,1,SFN,NL,27,55,4,10,1,0,0,4,0,0,5,18,0,0,5,0,1 +knighra01,1977,1,CIN,NL,80,92,8,24,5,1,1,13,1,1,9,16,1,0,1,1,0 +knowlda01,1977,1,TEX,AL,42,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +koniedo01,1977,1,HOU,NL,4,7,0,1,0,0,0,0,0,0,0,3,0,0,1,0,0 +koosmje01,1977,1,NYN,NL,32,72,2,8,0,0,1,7,0,0,0,30,0,1,5,1,2 +kraneed01,1977,1,NYN,NL,108,281,28,79,17,0,10,40,1,4,23,20,7,0,0,5,10 +kraveke01,1977,1,CHA,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kreugri01,1977,1,BOS,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +krukomi01,1977,1,CHN,NL,34,55,4,11,1,0,0,2,0,0,1,14,0,0,7,0,1 +kucekja01,1977,1,CHA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kuhaufr01,1977,1,CAL,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kuipedu01,1977,1,CLE,AL,148,610,62,169,15,8,1,50,11,11,37,55,1,7,21,4,9 +kusiccr01,1977,1,MIN,AL,115,268,34,68,12,0,12,45,3,1,49,60,5,3,1,4,14 +laceybo01,1977,1,OAK,AL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lacocpe01,1977,1,KCA,AL,88,218,25,66,12,1,3,29,2,1,15,25,1,1,0,4,4 +lacorfr01,1977,1,ATL,NL,14,10,1,2,0,0,0,2,0,0,0,3,0,0,2,0,0 +lacyle01,1977,1,LAN,NL,75,169,28,45,7,0,6,21,4,0,10,21,0,0,0,1,3 +lagrole01,1977,1,CHA,AL,66,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lahoujo01,1977,1,KCA,AL,34,65,8,17,5,0,2,8,1,0,11,16,1,0,0,1,2 +lampde01,1977,1,CHN,NL,11,8,0,3,0,0,0,2,0,0,0,2,0,0,0,0,0 +lancega01,1977,1,KCA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +landera01,1977,1,LAN,NL,15,18,6,5,0,0,0,0,2,0,3,2,0,0,1,0,1 +landrke01,1977,1,CAL,AL,23,76,6,19,5,1,0,5,1,1,5,15,1,0,0,0,0 +landrla01,1977,1,MON,NL,4,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +langfri01,1977,1,OAK,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +larocda01,1977,1,CLE,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +larocda01,1977,2,CAL,AL,46,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +larsoda01,1977,1,HOU,NL,33,28,1,6,0,0,0,1,0,0,1,7,0,0,0,0,1 +lavelga01,1977,1,SFN,NL,73,14,0,0,0,0,0,0,0,0,0,8,0,0,0,0,0 +laxtobi01,1977,1,SEA,AL,43,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +laxtobi01,1977,2,CLE,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leebi03,1977,1,BOS,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lefloro01,1977,1,DET,AL,154,652,100,212,30,10,16,57,39,19,37,121,1,4,1,4,11 +lemanda01,1977,1,TOR,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lemasjo01,1977,1,SFN,NL,68,134,13,20,5,1,0,8,2,1,13,27,3,0,4,1,0 +lemonch01,1977,1,CHA,AL,150,553,99,151,38,4,19,67,8,7,52,88,1,11,4,7,7 +lemonma01,1977,1,HOU,NL,35,69,2,6,0,1,0,1,0,0,0,25,0,1,5,0,1 +leonade01,1977,1,KCA,AL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leonaje01,1977,1,LAN,NL,11,10,1,3,0,1,0,2,0,0,1,4,0,0,0,0,1 +leonma01,1977,1,ATL,NL,33,19,3,6,0,0,0,3,1,0,0,0,0,0,3,1,1 +lerchra01,1977,1,PHI,NL,33,54,2,9,2,0,0,5,0,0,2,11,0,0,2,0,2 +lewalde01,1977,1,LAN,NL,5,6,1,0,0,0,0,1,0,0,0,4,0,0,1,0,0 +lezcasi01,1977,1,ML4,AL,109,400,50,109,21,4,21,49,6,5,52,78,1,2,2,1,9 +lindbpa01,1977,1,TEX,AL,42,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lintzla01,1977,1,OAK,AL,41,30,11,4,1,0,0,0,13,5,8,13,1,1,1,0,0 +lisjo01,1977,1,SEA,AL,9,13,1,3,0,0,0,1,0,0,1,2,0,0,0,0,3 +littema01,1977,1,KCA,AL,48,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +locklge01,1977,1,NYA,AL,1,5,1,3,0,0,0,2,0,0,0,0,0,0,0,0,0 +lockwsk01,1977,1,NYN,NL,63,15,1,3,0,0,0,1,0,0,0,1,0,0,3,0,1 +lonboji01,1977,1,PHI,NL,25,48,1,5,0,0,0,1,0,0,2,22,0,0,9,0,0 +lopesda01,1977,1,LAN,NL,134,502,85,142,19,5,11,53,47,12,73,69,3,2,6,6,3 +lopezca01,1977,1,SEA,AL,99,297,39,84,18,1,8,34,16,4,14,61,1,3,2,3,0 +lowenjo01,1977,1,CLE,AL,81,149,24,36,6,1,4,12,1,8,21,29,1,0,2,0,6 +lummi01,1977,1,CIN,NL,81,125,14,20,1,0,5,16,2,0,9,33,1,1,0,1,2 +luzingr01,1977,1,PHI,NL,149,554,99,171,35,3,39,130,3,2,80,140,14,3,0,8,11 +lylesp01,1977,1,NYA,AL,72,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lynnfr01,1977,1,BOS,AL,129,497,81,129,29,5,18,76,2,3,51,63,2,3,5,8,14 +maccofr01,1977,1,SEA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +machake01,1977,1,PIT,NL,35,95,2,26,4,0,0,11,1,1,6,17,0,0,0,0,6 +mackape01,1977,1,MON,NL,55,85,9,19,2,2,1,6,3,1,4,17,1,0,0,0,1 +maddoel01,1977,1,BAL,AL,49,107,14,28,7,0,2,9,2,2,13,9,0,4,2,2,5 +maddoga01,1977,1,PHI,NL,139,571,85,167,27,10,14,74,22,6,24,58,8,4,0,4,5 +madlobi01,1977,1,SFN,NL,140,533,70,161,28,1,12,46,13,10,43,33,14,6,1,2,25 +mahlemi01,1977,1,ATL,NL,5,6,1,3,1,0,0,0,0,0,2,1,0,0,1,0,0 +mallosh01,1977,1,OAK,AL,64,126,19,27,4,1,0,5,12,5,11,18,0,3,2,1,2 +mangupe01,1977,1,NYN,NL,8,7,1,1,0,0,0,2,0,0,1,4,0,0,0,0,0 +mankoph01,1977,1,DET,AL,94,286,21,79,7,3,3,27,1,2,16,41,4,2,6,1,4 +manniri01,1977,1,CLE,AL,68,252,33,57,7,3,5,18,9,5,21,35,0,0,6,4,4 +marshmi01,1977,1,ATL,NL,4,1,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0 +marshmi01,1977,2,TEX,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +martibu01,1977,1,KCA,AL,29,80,3,18,4,0,1,9,0,1,3,12,0,0,2,0,1 +martide01,1977,1,BAL,AL,42,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +martije01,1977,1,PHI,NL,116,215,34,56,16,3,6,28,6,4,18,42,2,4,0,1,3 +martisi01,1977,1,CHA,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +martite01,1977,1,LAN,NL,67,137,21,41,6,1,1,10,3,4,2,20,0,0,4,0,1 +martiti01,1977,1,BAL,AL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +masonji01,1977,1,TOR,AL,22,79,10,13,3,0,0,2,1,1,7,10,0,0,2,0,1 +masonji01,1977,2,TEX,AL,36,55,9,12,3,0,1,7,0,0,6,10,0,0,3,1,1 +matlajo01,1977,1,NYN,NL,26,50,1,3,1,0,0,0,0,0,7,27,0,0,1,0,2 +matthga01,1977,1,ATL,NL,148,555,89,157,25,5,17,64,22,8,67,90,3,2,2,1,13 +maybejo01,1977,1,KCA,AL,153,543,73,125,22,1,23,82,1,3,83,86,9,7,1,7,13 +mayca01,1977,1,NYA,AL,65,181,21,41,7,1,2,16,0,0,17,24,4,1,1,3,7 +mayca01,1977,2,CAL,AL,11,18,0,6,0,0,0,1,0,0,5,1,0,0,0,0,1 +mayda01,1977,1,TEX,AL,120,340,46,82,14,1,7,42,4,3,32,43,1,4,2,3,6 +mayle01,1977,1,BAL,AL,150,585,75,148,16,2,27,99,2,2,38,119,5,0,1,5,20 +maymi01,1977,1,DET,AL,115,397,32,99,9,3,12,46,0,0,26,31,2,0,8,7,14 +mayru01,1977,1,BAL,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mazzile01,1977,1,NYN,NL,159,537,66,134,24,3,6,46,22,15,72,72,6,3,4,2,4 +mcbriba01,1977,1,SLN,NL,43,122,21,32,5,1,4,20,9,3,7,19,2,0,1,2,1 +mcbriba01,1977,2,PHI,NL,85,280,55,95,20,5,11,41,27,4,25,25,2,3,0,6,4 +mccalla01,1977,1,NYA,AL,3,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mccarti01,1977,1,PHI,NL,93,169,28,54,13,2,6,30,3,5,28,11,1,2,0,6,4 +mccatst01,1977,1,OAK,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcclubo01,1977,1,ML4,AL,68,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mccovwi01,1977,1,SFN,NL,141,478,54,134,21,0,28,86,3,0,67,106,16,0,0,3,16 +mcenawi01,1977,1,MON,NL,69,8,0,0,0,0,0,0,0,0,1,3,0,0,0,0,0 +mcgilra01,1977,1,KCA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcgloly01,1977,1,SFN,NL,21,19,1,2,1,0,0,2,0,0,1,8,0,0,1,0,0 +mcgratu01,1977,1,PHI,NL,45,10,1,4,0,0,0,1,0,0,2,3,0,0,0,0,0 +mcgresc01,1977,1,BAL,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mckayda01,1977,1,TOR,AL,95,274,18,54,4,3,3,22,2,1,7,51,0,2,9,1,9 +mckinri01,1977,1,OAK,AL,86,198,13,35,7,0,6,21,0,1,16,43,0,0,0,2,11 +mclaubo01,1977,1,HOU,NL,46,9,0,0,0,0,0,0,0,0,1,8,0,0,2,0,0 +mclauby01,1977,1,SEA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mclaujo01,1977,1,ATL,NL,3,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +mcmilto02,1977,1,SEA,AL,2,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcmulke01,1977,1,ML4,AL,63,136,15,31,7,1,5,19,0,0,15,33,0,0,0,0,4 +mcraeha01,1977,1,KCA,AL,162,641,104,191,54,11,21,92,18,14,59,43,5,13,2,5,12 +medicdo01,1977,1,OAK,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +medicdo01,1977,2,SEA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +medicdo01,1977,3,NYN,NL,1,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +mejiasa01,1977,1,MON,NL,74,101,14,23,4,1,3,8,1,0,2,17,0,0,1,0,1 +melenlu01,1977,1,SDN,NL,8,3,1,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +meltobi01,1977,1,CLE,AL,50,133,17,32,11,0,0,14,1,3,17,21,0,2,0,2,9 +mendoma01,1977,1,PIT,NL,70,81,5,16,3,0,0,4,0,0,3,10,0,0,2,0,1 +messean01,1977,1,ATL,NL,16,34,2,4,2,0,1,3,0,0,3,9,0,0,2,0,0 +metzgbu01,1977,1,SDN,NL,17,3,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +metzgbu01,1977,2,SLN,NL,58,4,0,0,0,0,0,0,0,0,0,3,0,0,2,0,1 +metzgro01,1977,1,HOU,NL,97,269,24,50,9,6,0,16,2,0,32,24,3,0,5,1,7 +meyerda01,1977,1,SEA,AL,159,582,75,159,24,4,22,90,11,8,43,51,4,1,5,8,19 +milbola01,1977,1,SEA,AL,86,242,24,53,10,0,2,21,3,1,6,20,0,2,8,5,4 +millafe01,1977,1,NYN,NL,91,314,40,78,11,2,2,21,1,1,18,9,3,3,3,2,8 +milledy01,1977,1,BAL,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +milledy01,1977,2,CAL,AL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +milleed04,1977,1,TEX,AL,17,6,7,2,0,0,0,1,3,1,1,1,0,0,0,0,0 +millera05,1977,1,BAL,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +milleri01,1977,1,BOS,AL,86,189,34,48,9,3,0,24,11,5,22,30,1,3,6,0,2 +milnejo01,1977,1,NYN,NL,131,388,43,99,20,3,12,57,6,2,61,55,7,0,0,4,9 +mingost01,1977,1,KCA,AL,43,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mintogr01,1977,1,SFN,NL,3,3,0,1,0,0,0,0,0,0,1,2,0,0,1,0,0 +mitchcr01,1977,1,OAK,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mitchpa01,1977,1,OAK,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mitchpa01,1977,2,SEA,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mittege01,1977,1,CHN,NL,110,349,40,83,22,0,9,43,3,1,28,69,7,1,2,2,18 +moffira01,1977,1,SFN,NL,64,3,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +molinbo01,1977,1,DET,AL,4,4,0,1,1,0,0,0,0,0,0,2,0,0,0,0,0 +molinbo01,1977,2,CHA,AL,1,2,0,1,0,0,0,0,1,0,0,1,0,0,0,0,0 +mondari01,1977,1,LAN,NL,118,392,47,90,13,1,15,48,1,4,60,109,6,0,2,2,4 +moneydo01,1977,1,ML4,AL,152,570,86,159,28,3,25,83,8,5,57,70,2,7,4,6,17 +mongesi01,1977,1,CAL,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mongesi01,1977,2,CLE,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +montajo01,1977,1,SEA,AL,47,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +montawi01,1977,1,ATL,NL,136,544,70,156,31,1,20,68,1,1,35,60,3,0,0,3,18 +montejo01,1977,1,SFN,NL,26,49,1,6,0,0,1,4,0,0,3,24,0,0,4,0,0 +montgbo01,1977,1,BOS,AL,17,40,6,12,2,0,2,7,0,0,4,9,0,1,0,1,1 +mooreba02,1977,1,CAL,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +moorech02,1977,1,ML4,AL,138,375,42,93,15,6,5,45,1,7,31,39,0,1,9,2,13 +mooredo01,1977,1,CHN,NL,27,10,0,3,0,1,0,1,0,0,1,5,0,0,0,0,0 +mooreju01,1977,1,ATL,NL,112,361,41,94,9,3,5,34,4,5,33,29,0,1,12,1,13 +mooreto01,1977,1,SEA,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +moraan01,1977,1,BAL,AL,77,233,32,57,8,2,13,44,0,0,5,53,1,1,0,2,4 +moralje01,1977,1,CHN,NL,136,490,56,142,34,5,11,69,0,3,43,75,4,2,0,3,10 +moraljo01,1977,1,MON,NL,65,74,3,15,4,1,1,9,0,0,5,12,3,0,0,2,4 +morenom01,1977,1,PIT,NL,150,492,69,118,19,9,7,34,53,16,38,102,5,1,0,2,4 +moretro01,1977,1,TEX,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +morgajo02,1977,1,CIN,NL,153,521,113,150,21,6,22,78,49,10,117,58,2,2,0,5,5 +morrija02,1977,1,DET,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +morriji01,1977,1,PHI,NL,5,7,3,3,0,0,0,1,0,0,1,1,0,0,0,0,0 +moskapa01,1977,1,CIN,NL,22,38,3,7,1,0,1,2,0,0,3,10,0,0,1,0,1 +motama01,1977,1,LAN,NL,49,38,5,15,1,0,1,4,1,1,10,0,3,0,2,0,1 +mullira01,1977,1,CAL,AL,78,271,36,73,13,2,3,21,1,1,23,36,2,1,8,0,2 +mumphje01,1977,1,SLN,NL,145,463,73,133,20,10,2,38,22,15,47,70,6,1,1,0,4 +munsoth01,1977,1,NYA,AL,149,595,85,183,28,5,18,100,5,6,39,55,8,2,0,2,18 +murcebo01,1977,1,CHN,NL,154,554,90,147,18,3,27,89,16,7,80,77,13,3,2,10,6 +murphda05,1977,1,ATL,NL,18,76,5,24,8,1,2,14,0,1,0,8,0,0,0,0,3 +murphto02,1977,1,BOS,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +murphto02,1977,2,TOR,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +murrada01,1977,1,CIN,NL,61,12,1,2,0,0,0,0,0,0,0,5,0,0,2,0,1 +murraed02,1977,1,BAL,AL,160,611,81,173,29,2,27,88,0,1,48,104,6,1,0,6,22 +murrala01,1977,1,OAK,AL,90,162,19,29,5,2,1,9,12,3,17,36,2,0,3,0,1 +muserto01,1977,1,BAL,AL,120,118,14,27,6,0,0,7,1,2,13,16,5,0,0,2,4 +myricbo01,1977,1,NYN,NL,44,11,0,2,0,0,0,2,0,0,0,3,0,0,0,0,0 +nahorbi01,1977,1,CHA,AL,7,23,3,6,1,0,1,4,0,0,2,3,0,0,0,1,1 +nelsoda01,1977,1,KCA,AL,27,48,8,9,3,1,0,4,1,3,7,11,0,0,0,0,1 +nettlgr01,1977,1,NYA,AL,158,589,99,150,23,4,37,107,2,5,68,79,8,3,0,4,8 +newmaje01,1977,1,OAK,AL,94,162,17,36,9,0,4,15,2,0,4,24,1,1,4,1,2 +niekrjo01,1977,1,HOU,NL,44,50,2,7,0,0,0,2,0,0,2,13,0,0,3,0,2 +niekrph01,1977,1,ATL,NL,44,109,2,19,1,0,0,7,0,0,0,15,0,1,12,1,3 +nolanga01,1977,1,CIN,NL,8,15,1,1,0,0,0,0,0,0,0,4,0,0,2,0,0 +nolanga01,1977,2,CAL,AL,6,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nolanjo01,1977,1,ATL,NL,62,82,13,23,3,0,3,9,1,0,13,12,1,0,0,1,2 +nordbti01,1977,1,CHA,AL,15,20,2,5,0,0,0,1,1,0,7,4,0,0,1,1,0 +nordbti01,1977,2,TOR,AL,24,63,9,11,0,1,0,1,1,0,4,11,0,0,1,0,3 +nordhwa01,1977,1,CHA,AL,52,124,16,39,7,3,4,22,1,0,2,12,0,0,1,1,3 +normada01,1977,1,NYN,NL,7,16,2,4,1,0,0,0,0,0,4,2,0,0,0,0,1 +normafr01,1977,1,CIN,NL,35,73,4,8,1,0,0,2,0,0,5,26,0,0,6,0,1 +norriji01,1977,1,CLE,AL,133,440,59,119,23,6,2,37,26,17,64,57,4,0,9,4,10 +norrimi01,1977,1,OAK,AL,17,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +northbi01,1977,1,OAK,AL,56,184,32,48,3,3,1,9,17,13,32,25,2,2,5,0,1 +norwowi01,1977,1,MIN,AL,39,83,15,19,3,0,3,9,6,1,6,17,0,0,2,0,1 +nymanny01,1977,1,CHA,AL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +oatesjo01,1977,1,LAN,NL,60,156,18,42,4,0,3,11,1,0,11,11,4,0,2,2,3 +oberkke01,1977,1,SLN,NL,9,9,0,1,0,0,0,1,0,0,0,3,0,0,0,0,0 +officro01,1977,1,ATL,NL,124,428,42,103,13,1,5,39,2,4,23,58,1,3,4,3,9 +oglivbe01,1977,1,DET,AL,132,450,63,118,24,2,21,61,9,9,40,80,2,3,1,3,11 +oliveal01,1977,1,PIT,NL,154,568,75,175,29,6,19,82,13,16,40,38,9,4,2,8,11 +oliveda01,1977,1,CLE,AL,7,22,2,7,0,1,0,3,0,0,4,0,0,1,2,0,0 +ontivst01,1977,1,CHN,NL,156,546,54,163,32,3,10,68,3,3,81,69,4,3,2,4,15 +ortajo01,1977,1,CHA,AL,144,564,71,159,27,8,11,84,4,4,46,49,3,2,2,7,12 +otisam01,1977,1,KCA,AL,142,478,85,120,20,8,17,78,23,7,71,88,5,0,3,9,13 +otted01,1977,1,PIT,NL,104,311,40,82,14,3,7,38,7,7,32,41,6,2,0,2,4 +owchibo01,1977,1,SDN,NL,30,49,2,4,0,0,0,1,0,0,4,18,0,0,11,0,0 +paceljo01,1977,1,NYN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pacioto01,1977,1,ATL,NL,72,155,20,37,8,0,3,15,1,0,6,46,2,0,0,3,1 +paganda01,1977,1,SEA,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +paganda01,1977,2,PIT,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pagemi02,1977,1,OAK,AL,145,501,85,154,28,8,21,75,42,5,78,95,6,6,4,3,7 +palmeji01,1977,1,BAL,AL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +papist01,1977,1,MON,NL,13,43,5,10,2,1,0,4,1,0,1,9,0,0,0,0,1 +parkeda01,1977,1,PIT,NL,159,637,107,215,44,8,21,88,17,19,58,107,13,7,0,4,7 +parrila01,1977,1,MON,NL,123,402,50,99,19,2,11,46,2,4,37,71,9,4,3,3,11 +parrila02,1977,1,DET,AL,12,46,10,9,2,0,3,7,0,0,5,12,0,0,0,0,2 +parromi01,1977,1,BAL,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pasleke01,1977,1,LAN,NL,2,3,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +pasleke01,1977,2,SEA,AL,4,13,1,5,0,0,0,2,0,0,1,2,0,0,1,0,0 +patekfr01,1977,1,KCA,AL,154,497,72,130,26,6,5,60,53,13,41,84,2,5,13,7,6 +pattegi01,1977,1,NYA,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pattima01,1977,1,KCA,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +paxtomi01,1977,1,BOS,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pazikmi01,1977,1,MIN,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pentzge01,1977,1,HOU,NL,41,13,0,0,0,0,0,0,0,0,0,6,0,0,0,0,0 +perezma01,1977,1,NYA,AL,1,4,0,2,0,0,0,0,0,0,0,1,0,0,0,0,1 +perezma01,1977,2,OAK,AL,115,373,32,86,14,5,2,23,1,3,29,65,0,3,7,2,8 +perezto01,1977,1,MON,NL,154,559,71,158,32,6,19,91,4,3,63,111,15,2,0,9,14 +perlosa01,1977,1,MIN,AL,10,24,6,7,0,2,0,0,0,0,2,3,0,0,1,0,0 +perryga01,1977,1,TEX,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +phillmi01,1977,1,NYN,NL,38,86,5,18,2,1,1,3,0,1,2,15,0,2,0,0,1 +phillmi01,1977,2,SLN,NL,48,87,17,21,3,2,0,9,1,0,9,13,1,1,0,0,1 +picciro01,1977,1,OAK,AL,148,419,35,84,12,3,2,22,1,4,9,55,0,1,14,3,8 +pinielo01,1977,1,NYA,AL,103,339,47,112,19,3,12,45,2,2,20,31,3,1,5,4,12 +plummbi01,1977,1,CIN,NL,51,117,10,16,5,0,1,7,1,1,17,34,1,0,0,1,1 +pocorbi01,1977,1,ATL,NL,113,321,46,93,24,1,8,44,3,4,57,27,15,1,4,4,9 +poledi01,1977,1,SEA,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +polonjo01,1977,1,TEX,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +poqueto01,1977,1,KCA,AL,106,342,43,100,23,6,2,33,1,4,19,21,2,5,4,2,4 +porteda02,1977,1,KCA,AL,130,425,61,117,21,3,16,60,1,0,53,70,6,1,1,6,6 +pottemi01,1977,1,SLN,NL,5,7,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +powelbo01,1977,1,LAN,NL,50,41,0,10,0,0,0,5,0,0,12,9,1,0,0,0,0 +pruitro01,1977,1,CLE,AL,78,219,29,63,10,2,2,32,2,3,28,22,0,2,1,3,10 +puhlte01,1977,1,HOU,NL,60,229,40,69,13,5,0,10,10,1,30,31,0,1,5,0,3 +pujollu01,1977,1,HOU,NL,6,15,0,1,0,0,0,0,0,0,0,5,0,0,0,0,0 +putnapa01,1977,1,TEX,AL,11,26,3,8,4,0,0,3,0,1,1,4,1,0,0,0,1 +quirkja01,1977,1,ML4,AL,93,221,16,48,14,1,3,13,0,1,8,47,2,2,2,0,4 +raderda01,1977,1,SLN,NL,66,114,15,30,7,1,1,16,1,0,9,10,0,0,3,3,0 +raderdo02,1977,1,SDN,NL,52,170,19,46,8,3,5,27,0,1,33,40,1,1,1,0,5 +raderdo02,1977,2,TOR,AL,96,313,47,75,18,2,13,40,2,1,38,65,2,3,4,5,11 +ramiror01,1977,1,CAL,AL,25,13,6,1,0,0,0,0,1,0,0,3,0,0,0,0,0 +randabo01,1977,1,MIN,AL,103,306,36,73,13,2,0,22,1,4,15,25,0,7,13,1,3 +randlle01,1977,1,NYN,NL,136,513,78,156,22,7,5,27,33,21,65,70,3,2,3,2,15 +randowi01,1977,1,NYA,AL,147,551,91,151,28,11,4,40,13,6,64,53,1,1,2,6,11 +rasmuer01,1977,1,SLN,NL,34,72,4,10,5,0,0,3,0,0,5,27,0,0,6,0,0 +raudo01,1977,1,LAN,NL,32,71,4,10,1,0,0,2,0,0,5,11,0,1,3,1,2 +rautzla01,1977,1,LAN,NL,25,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +redfepe01,1977,1,MIN,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reedro01,1977,1,PHI,NL,60,18,2,2,1,0,0,2,0,0,1,2,0,0,1,0,1 +reitzke01,1977,1,SLN,NL,157,587,58,153,36,1,17,79,2,6,19,74,4,7,5,2,17 +remyje01,1977,1,CAL,AL,154,575,74,145,19,10,4,44,41,17,59,59,2,2,19,4,9 +renkost01,1977,1,CHN,NL,13,12,0,2,0,0,0,0,0,0,2,7,0,0,0,0,0 +renkost01,1977,2,CHA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +retteme01,1977,1,SDN,NL,107,126,23,36,6,1,4,17,1,2,33,28,2,1,4,2,2 +reuscpa01,1977,1,CHN,NL,69,11,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +reuscri01,1977,1,CHN,NL,41,87,9,18,3,1,1,8,0,0,1,18,0,1,6,0,0 +reussje01,1977,1,PIT,NL,35,70,3,12,2,0,0,6,0,0,6,26,0,0,4,0,1 +reynocr01,1977,1,SEA,AL,135,420,41,104,12,3,4,28,6,6,15,23,1,3,15,2,8 +rhoderi01,1977,1,LAN,NL,32,78,8,18,3,0,3,12,0,0,0,13,0,0,6,0,3 +riceji01,1977,1,BOS,AL,160,644,104,206,29,15,39,114,5,4,53,120,10,8,0,5,21 +richage01,1977,1,SDN,NL,146,525,79,152,16,11,5,32,56,12,60,80,12,2,2,2,9 +richajr01,1977,1,HOU,NL,36,87,10,20,0,2,2,7,1,0,1,28,0,1,11,0,1 +rivermi01,1977,1,NYA,AL,138,565,79,184,18,5,12,69,22,14,18,45,4,4,5,2,2 +roberda05,1977,1,DET,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +roberda05,1977,2,CHN,NL,17,17,0,1,0,0,0,1,0,0,0,5,0,0,0,1,0 +roberda06,1977,1,SDN,NL,82,186,15,41,14,1,1,23,2,1,11,32,1,1,4,0,4 +roberle01,1977,1,HOU,NL,19,27,1,2,0,0,0,2,0,0,1,8,0,0,0,0,1 +robinbi02,1977,1,PIT,NL,137,507,74,154,32,1,26,104,12,6,25,92,3,3,4,5,8 +robinbr01,1977,1,BAL,AL,24,47,3,7,2,0,1,4,0,0,4,4,0,0,0,1,2 +robincr01,1977,1,ATL,NL,27,29,4,6,1,0,0,1,0,0,1,6,0,0,0,0,0 +rockepa01,1977,1,ATL,NL,93,264,27,67,10,0,1,24,1,2,27,32,2,3,3,0,7 +rodriau01,1977,1,DET,AL,96,306,30,67,14,1,10,32,1,1,16,36,1,0,1,1,8 +rodried01,1977,1,ML4,AL,42,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rogerst01,1977,1,MON,NL,40,96,1,10,0,0,0,3,0,1,4,27,0,0,12,0,1 +rojasco01,1977,1,KCA,AL,64,156,8,39,9,1,0,10,1,3,8,17,2,0,1,1,5 +romered01,1977,1,ML4,AL,10,25,4,7,1,0,0,2,0,0,4,3,0,0,1,0,1 +romoen01,1977,1,SEA,AL,58,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +roofph01,1977,1,TOR,AL,3,5,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +rookeji01,1977,1,PIT,NL,30,70,4,13,1,0,0,5,1,0,4,27,0,0,1,0,2 +rosadlu01,1977,1,NYN,NL,9,24,1,5,1,0,0,3,0,0,1,3,0,1,0,2,1 +roselda01,1977,1,CHN,NL,56,82,18,18,2,1,1,9,0,0,12,12,1,0,1,0,1 +rosepe01,1977,1,CIN,NL,162,655,95,204,38,7,9,64,16,4,66,42,7,5,1,4,9 +rossga01,1977,1,CAL,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +roystje01,1977,1,ATL,NL,140,445,64,96,10,2,6,28,28,10,38,67,3,1,6,1,11 +rozemda01,1977,1,DET,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rudijo01,1977,1,CAL,AL,64,242,48,64,13,2,13,53,1,0,22,48,4,4,2,2,2 +rudolke01,1977,1,SFN,NL,11,15,1,3,0,0,0,0,0,0,1,3,1,0,0,0,0 +rudolke01,1977,2,BAL,AL,11,14,2,4,1,0,0,2,0,0,0,4,0,0,0,0,0 +ruhleve01,1977,1,DET,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +russebi01,1977,1,LAN,NL,153,634,84,176,28,6,4,51,16,7,24,43,1,2,9,4,23 +ruthvdi01,1977,1,ATL,NL,25,45,4,12,1,1,1,3,0,0,2,15,0,0,5,0,2 +ryanno01,1977,1,CAL,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sadecra01,1977,1,NYN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sadekmi01,1977,1,SFN,NL,61,126,12,29,7,0,1,15,2,1,12,5,0,0,3,0,2 +sakatle01,1977,1,ML4,AL,53,154,13,25,2,0,2,12,1,3,9,22,0,0,6,0,1 +sambijo01,1977,1,HOU,NL,54,13,1,2,0,0,0,1,0,0,0,6,0,0,0,0,0 +sanguma01,1977,1,OAK,AL,152,571,42,157,17,5,6,58,2,5,22,35,4,2,2,4,13 +sarmima01,1977,1,CIN,NL,24,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +sawyeri01,1977,1,SDN,NL,56,20,2,3,0,0,0,2,0,0,5,8,0,0,2,0,0 +scanlpa02,1977,1,SDN,NL,47,79,9,15,3,0,1,11,0,0,12,20,3,0,0,0,5 +schatda01,1977,1,MON,NL,6,6,0,2,0,0,0,1,0,0,0,1,0,0,0,0,0 +schmimi01,1977,1,PHI,NL,154,544,114,149,27,11,38,101,15,8,104,122,4,9,1,9,10 +schuero01,1977,1,MIN,AL,52,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schulbu01,1977,1,SLN,NL,41,12,1,2,0,0,0,0,0,0,2,5,0,0,2,0,0 +scottge02,1977,1,BOS,AL,157,584,103,157,26,5,33,95,1,1,57,112,4,6,1,5,24 +scottjo01,1977,1,TOR,AL,79,233,26,56,9,0,2,15,10,8,8,39,0,0,6,0,4 +scottmi02,1977,1,CAL,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +scottro01,1977,1,OAK,AL,133,364,56,95,4,4,0,20,33,18,43,50,0,3,5,2,1 +scottto01,1977,1,SLN,NL,95,292,38,85,16,3,3,41,13,10,33,48,4,3,2,1,5 +scrivch01,1977,1,DET,AL,61,72,10,6,0,0,0,2,0,0,5,9,0,0,3,0,1 +seaveto01,1977,1,NYN,NL,13,31,1,5,0,0,0,4,0,0,2,12,0,0,2,1,0 +seaveto01,1977,2,CIN,NL,20,55,10,12,1,0,3,5,0,0,2,21,0,0,11,0,2 +seguidi01,1977,1,SEA,AL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sembemi01,1977,1,CHN,NL,3,4,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +seoanma01,1977,1,PHI,NL,2,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +serumga01,1977,1,MIN,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sextoji01,1977,1,SEA,AL,14,37,5,8,1,1,1,3,1,1,2,6,0,0,1,0,1 +sheldbo01,1977,1,ML4,AL,31,64,9,13,4,1,0,3,0,0,6,9,0,0,5,1,0 +shellji01,1977,1,MIN,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shirlbo01,1977,1,SDN,NL,39,74,5,9,2,0,0,2,0,0,2,34,0,0,4,0,1 +shopato01,1977,1,BAL,AL,67,69,15,13,3,0,1,4,3,3,8,7,0,0,2,0,0 +siebepa01,1977,1,SDN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +siebepa01,1977,2,NYN,NL,25,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +simmote01,1977,1,SLN,NL,150,516,82,164,25,3,21,95,2,6,79,37,25,2,0,4,20 +simpsjo01,1977,1,LAN,NL,29,23,2,4,0,0,0,1,1,1,2,6,0,0,0,0,1 +simpswa01,1977,1,CAL,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +singebi01,1977,1,TOR,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +singlke01,1977,1,BAL,AL,152,536,90,176,24,0,24,99,0,1,107,101,13,2,0,6,15 +sizemte01,1977,1,PHI,NL,152,519,64,146,20,3,4,47,8,11,52,40,21,1,5,4,25 +skaggda01,1977,1,BAL,AL,80,216,22,62,9,1,1,24,0,0,20,34,0,0,8,2,2 +slatoji01,1977,1,ML4,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smallro02,1977,1,MIN,AL,150,584,93,135,21,5,6,56,5,5,74,89,1,1,15,6,12 +smithbi05,1977,1,BAL,AL,109,367,44,79,12,2,5,29,3,2,33,71,2,1,9,1,3 +smithke01,1977,1,TEX,AL,23,67,13,16,4,0,2,6,2,0,4,7,0,2,5,0,0 +smithre06,1977,1,LAN,NL,148,488,104,150,27,4,32,87,7,5,104,76,11,3,1,7,5 +smithto04,1977,1,SEA,AL,21,27,1,7,1,1,0,4,0,1,0,6,0,0,0,0,0 +soderer01,1977,1,CHA,AL,130,460,77,129,20,3,25,67,2,4,47,47,5,4,2,3,15 +solaito01,1977,1,CAL,AL,116,324,40,78,15,0,14,53,1,3,56,77,6,0,2,4,6 +solomed01,1977,1,ATL,NL,18,31,2,4,0,0,0,1,0,0,3,9,0,0,1,0,0 +sorenla01,1977,1,ML4,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sosael01,1977,1,LAN,NL,45,4,1,1,0,0,0,0,0,0,0,1,0,0,1,0,0 +sotoma01,1977,1,CIN,NL,12,13,0,1,0,0,0,1,0,0,1,3,0,1,1,1,0 +speiech01,1977,1,SFN,NL,6,17,1,3,1,0,0,0,0,0,0,3,0,0,0,0,0 +speiech01,1977,2,MON,NL,139,531,58,125,30,6,5,38,1,2,67,78,3,1,3,2,14 +spencji01,1977,1,CHA,AL,128,470,56,116,16,1,18,69,1,2,36,50,11,2,2,5,11 +sperrro01,1977,1,HOU,NL,58,129,6,24,3,0,1,9,0,0,12,23,2,0,1,1,4 +spikech01,1977,1,CLE,AL,32,95,13,22,2,0,3,11,0,2,11,17,0,2,0,1,4 +spillda01,1977,1,SDN,NL,76,17,1,2,0,0,0,1,0,0,4,12,0,0,0,0,0 +splitpa01,1977,1,KCA,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +squirmi01,1977,1,CHA,AL,3,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +staggst01,1977,1,TOR,AL,72,291,37,75,11,6,2,28,5,9,36,38,0,0,3,1,2 +staigro01,1977,1,NYN,NL,40,123,16,31,9,0,2,11,1,0,4,20,0,0,2,0,2 +stanhdo01,1977,1,MON,NL,47,47,2,9,0,0,1,5,0,0,2,10,0,0,4,1,0 +stanlbo01,1977,1,BOS,AL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stanlfr01,1977,1,NYA,AL,48,46,6,12,0,0,1,7,1,1,8,6,0,0,2,0,0 +stanlmi01,1977,1,DET,AL,75,222,30,51,9,1,8,23,0,0,18,30,2,0,1,3,6 +stantle01,1977,1,SEA,AL,133,454,56,125,24,1,27,90,0,1,42,115,2,5,1,3,8 +stargwi01,1977,1,PIT,NL,63,186,29,51,12,0,13,35,0,1,31,55,10,3,0,2,4 +staubru01,1977,1,DET,AL,158,623,84,173,34,3,22,101,1,1,59,47,4,1,2,10,27 +stearjo01,1977,1,NYN,NL,139,431,52,108,25,1,12,55,9,8,77,76,7,7,1,4,15 +steinbi02,1977,1,SEA,AL,151,556,53,144,26,5,13,67,3,4,29,79,2,5,4,6,14 +stennre01,1977,1,PIT,NL,116,453,53,152,20,4,5,51,28,18,29,24,4,2,3,3,7 +stephea01,1977,1,BAL,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stillro02,1977,1,CHA,AL,56,119,18,25,7,1,3,13,2,1,17,21,1,0,0,1,1 +stinsbo01,1977,1,SEA,AL,105,297,27,80,11,1,8,32,0,3,37,50,4,6,5,2,10 +stonest01,1977,1,CHA,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +strombr01,1977,1,SDN,NL,8,3,0,1,0,0,0,0,0,0,0,1,0,0,1,0,0 +summech01,1977,1,CIN,NL,59,76,11,13,4,0,3,6,0,0,6,16,1,1,0,1,3 +sundbji01,1977,1,TEX,AL,149,453,61,132,20,3,6,65,2,3,53,77,0,2,20,5,8 +suthega01,1977,1,SDN,NL,80,103,5,25,3,0,1,11,0,0,7,15,0,0,3,0,3 +suttebr01,1977,1,CHN,NL,62,20,4,3,0,0,0,0,0,0,2,10,0,0,0,0,1 +suttodo01,1977,1,LAN,NL,33,73,3,11,2,0,0,8,0,0,8,21,0,0,10,0,2 +suttojo01,1977,1,SLN,NL,14,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +swancr01,1977,1,NYN,NL,26,48,3,9,0,0,0,0,0,0,0,12,0,0,6,0,0 +swishst01,1977,1,CHN,NL,74,205,21,39,7,0,5,15,0,0,9,47,5,2,2,2,3 +sykesbo01,1977,1,DET,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tabbje01,1977,1,OAK,AL,51,144,8,32,3,0,6,19,0,1,10,26,2,0,1,2,5 +tamarjo01,1977,1,SLN,NL,4,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +tananfr01,1977,1,CAL,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +taverfr01,1977,1,PIT,NL,147,544,72,137,20,10,1,29,70,18,38,71,2,6,9,3,7 +taylobr01,1977,1,DET,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tekulke01,1977,1,PIT,NL,72,12,0,3,0,0,0,0,0,0,0,4,0,0,0,0,0 +templga01,1977,1,SLN,NL,153,621,94,200,19,18,8,79,28,24,15,70,3,1,2,5,9 +tenacge01,1977,1,SDN,NL,147,437,66,102,24,4,15,61,5,3,125,119,10,13,2,4,5 +terpkje01,1977,1,MON,NL,13,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +terreje01,1977,1,MIN,AL,93,214,32,48,6,0,1,20,10,4,11,21,1,1,7,2,11 +theisdu01,1977,1,ATL,NL,17,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +thomada01,1977,1,ML4,AL,22,70,11,19,3,2,2,11,0,2,8,11,2,1,0,1,1 +thomade01,1977,1,SFN,NL,148,506,75,135,13,10,8,44,15,13,46,70,1,2,10,4,8 +thomaga01,1977,1,SFN,NL,145,446,63,114,24,6,17,71,16,4,75,102,8,1,4,8,7 +thomaro02,1977,1,HOU,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thomast01,1977,1,SEA,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thomast01,1977,2,NYA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thompja01,1977,1,DET,AL,158,585,87,158,24,5,31,105,0,1,73,91,2,1,0,9,15 +thormpa01,1977,1,MIN,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thornan01,1977,1,CLE,AL,131,433,77,114,20,5,28,70,3,4,70,82,1,11,1,2,9 +throoge01,1977,1,KCA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tiantlu01,1977,1,BOS,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tidrodi01,1977,1,NYA,AL,49,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +toddja01,1977,1,NYN,NL,19,17,0,1,0,0,0,0,0,0,1,8,0,0,0,0,1 +toddji01,1977,1,CHN,NL,20,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +tolanbo01,1977,1,PHI,NL,15,16,1,2,0,0,0,1,0,0,1,4,0,0,0,0,0 +tolanbo01,1977,2,PIT,NL,49,74,7,15,4,0,2,9,1,1,4,10,0,0,1,1,1 +tomlida01,1977,1,SDN,NL,76,7,1,2,0,0,0,0,0,0,0,2,0,0,1,0,0 +tomsto01,1977,1,SFN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +torrean01,1977,1,CIN,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +torrehe01,1977,1,TOR,AL,91,266,33,64,7,3,5,26,1,1,16,33,1,1,5,4,10 +torrejo01,1977,1,NYN,NL,26,51,2,9,3,0,1,9,0,0,2,10,1,0,0,1,3 +torremi01,1977,1,OAK,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +torremi01,1977,2,NYA,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +torrepa01,1977,1,OAK,AL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +torreru01,1977,1,CAL,AL,58,77,9,12,1,1,3,10,0,1,10,18,0,0,1,1,2 +trammal01,1977,1,DET,AL,19,43,6,8,0,0,0,0,0,0,4,12,0,0,1,0,1 +travebi01,1977,1,ML4,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +trillma01,1977,1,CHN,NL,152,504,51,141,18,5,7,57,3,5,44,58,6,5,4,8,17 +turneje01,1977,1,SDN,NL,118,289,43,71,16,1,10,48,12,4,31,43,1,0,0,3,6 +twitcwa01,1977,1,PHI,NL,12,11,0,1,0,0,0,1,0,0,1,8,0,0,0,0,0 +twitcwa01,1977,2,MON,NL,22,39,2,8,2,0,0,4,0,0,5,22,0,0,4,0,1 +tyronji01,1977,1,OAK,AL,96,294,32,72,11,1,5,26,3,1,25,62,2,0,5,4,5 +tysonmi01,1977,1,SLN,NL,138,418,42,103,15,2,7,57,3,4,30,48,11,2,5,2,9 +umbarji01,1977,1,OAK,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +umbarji01,1977,2,TEX,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +underto01,1977,1,PHI,NL,14,3,0,0,0,0,0,1,0,0,1,0,0,0,1,1,0 +underto01,1977,2,SLN,NL,19,30,4,4,1,0,0,2,0,0,3,7,0,0,2,1,1 +unserde01,1977,1,MON,NL,113,289,33,79,14,1,12,40,2,5,33,41,7,0,7,2,4 +urreajo01,1977,1,SLN,NL,41,29,2,4,0,0,0,1,0,0,9,6,0,0,3,0,0 +vailmi01,1977,1,NYN,NL,108,279,29,73,12,1,8,35,0,7,19,58,0,2,0,3,9 +valenbo02,1977,1,SDN,NL,44,67,5,12,3,0,1,10,0,0,7,10,1,0,0,1,3 +valenbo02,1977,2,NYN,NL,42,83,8,11,1,0,1,3,0,0,6,9,0,0,1,0,4 +valenel01,1977,1,MON,NL,127,508,63,149,28,2,25,76,13,5,30,58,3,0,1,2,18 +velezot01,1977,1,TOR,AL,120,360,50,92,19,3,16,62,4,2,65,87,1,1,2,6,9 +verhojo01,1977,1,CAL,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +verhojo01,1977,2,CHA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +veryzto01,1977,1,DET,AL,125,350,31,69,12,1,2,28,0,1,16,44,0,0,4,3,5 +vuckope01,1977,1,TOR,AL,53,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vukovjo01,1977,1,PHI,NL,2,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +wagnema01,1977,1,DET,AL,22,48,4,7,0,1,1,3,0,1,4,12,0,1,2,1,0 +waitsri01,1977,1,CLE,AL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +walketo02,1977,1,MON,NL,11,2,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0 +walketo02,1977,2,CAL,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wallami01,1977,1,TEX,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wallide01,1977,1,HOU,NL,6,21,1,6,0,1,0,6,0,1,2,4,0,0,0,0,0 +wallijo01,1977,1,CHN,NL,56,80,14,20,3,0,2,8,0,1,16,25,1,0,0,0,1 +wallst01,1977,1,LAN,NL,25,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +waltoda01,1977,1,HOU,NL,13,21,0,4,0,0,0,1,0,0,0,5,0,0,0,0,0 +warthda01,1977,1,MON,NL,12,9,1,1,0,0,0,0,0,0,1,2,0,0,1,0,0 +warthda01,1977,2,PHI,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +washicl01,1977,1,TEX,AL,129,521,63,148,31,2,12,68,21,8,25,112,9,3,1,4,10 +washiro01,1977,1,LAN,NL,10,19,4,7,0,0,0,1,1,1,0,2,0,1,0,0,1 +washiul01,1977,1,KCA,AL,10,20,0,4,1,1,0,1,1,0,5,4,0,0,1,0,0 +wathajo01,1977,1,KCA,AL,55,119,18,39,5,3,2,21,2,0,5,8,1,0,0,3,1 +watsobo01,1977,1,HOU,NL,151,554,77,160,38,6,22,110,5,0,57,69,11,7,1,4,8 +webbha01,1977,1,LAN,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wehrmda01,1977,1,SDN,NL,30,12,2,2,1,0,0,0,0,0,0,6,0,0,2,0,0 +wernedo01,1977,1,CIN,NL,10,23,3,4,0,0,2,4,0,1,2,3,1,0,0,1,1 +wheelga01,1977,1,SEA,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +whisela01,1977,1,ATL,NL,4,4,1,1,0,0,0,1,0,0,0,3,0,0,0,0,0 +whitalo01,1977,1,DET,AL,11,32,5,8,1,0,0,2,2,2,4,6,0,0,1,0,0 +whitefr01,1977,1,KCA,AL,152,474,59,116,21,5,5,50,23,5,25,67,0,2,11,2,4 +whiteje01,1977,1,MON,NL,16,21,4,4,0,0,0,1,1,0,1,3,0,0,0,0,1 +whitero01,1977,1,NYA,AL,143,519,72,139,25,2,14,52,18,11,75,58,9,0,8,4,11 +whitfte01,1977,1,SFN,NL,114,326,41,93,21,3,7,36,2,3,20,46,1,2,2,2,4 +whitsed01,1977,1,PIT,NL,5,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +whitter01,1977,1,TOR,AL,23,41,4,7,3,0,0,6,0,0,2,12,0,0,0,2,1 +wilcomi01,1977,1,DET,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wilesra01,1977,1,CHA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wilforo01,1977,1,MIN,AL,73,171,22,42,1,1,1,13,10,4,17,26,0,2,3,0,1 +willich01,1977,1,SFN,NL,55,18,0,4,0,0,0,1,0,0,0,3,0,0,1,0,0 +williea02,1977,1,OAK,AL,100,348,39,84,13,0,13,38,2,0,18,58,3,5,2,1,19 +willima02,1977,1,OAK,AL,3,2,0,0,0,0,0,1,0,0,1,1,0,0,0,0,0 +willimi01,1977,1,TOR,AL,43,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +willoji01,1977,1,BOS,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +willsbu01,1977,1,TEX,AL,152,541,87,155,28,6,9,62,28,12,65,96,7,0,7,4,10 +wilsowi02,1977,1,KCA,AL,13,34,10,11,2,0,0,1,6,3,1,8,0,0,2,0,1 +winfida01,1977,1,SDN,NL,157,615,104,169,29,7,25,92,16,7,58,75,10,0,0,5,12 +wiseri01,1977,1,BOS,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wockejo01,1977,1,DET,AL,53,164,26,45,8,1,9,25,0,0,14,18,0,0,0,0,1 +wohlfji01,1977,1,ML4,AL,129,391,41,97,16,3,2,36,17,16,21,49,1,1,4,5,9 +wolfela01,1977,1,MIN,AL,8,25,3,6,1,0,0,6,0,0,1,0,1,0,1,0,0 +woodsal01,1977,1,TOR,AL,122,440,58,125,17,4,6,35,8,7,36,38,3,0,6,3,11 +woodsga01,1977,1,TOR,AL,60,227,21,49,9,1,0,17,5,4,7,38,0,2,3,0,5 +woodwi01,1977,1,CHA,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wynegbu01,1977,1,MIN,AL,144,532,76,139,22,3,10,79,2,3,68,61,5,2,10,5,11 +wynnji01,1977,1,NYA,AL,30,77,7,11,2,1,1,3,1,0,15,16,1,0,0,0,0 +wynnji01,1977,2,ML4,AL,36,117,10,23,3,1,0,10,3,0,17,31,0,0,0,2,1 +yastrca01,1977,1,BOS,AL,150,558,99,165,27,3,28,102,11,1,73,40,6,1,0,11,10 +yeagest01,1977,1,LAN,NL,125,387,53,99,21,2,16,55,1,3,43,84,11,4,1,3,7 +youngjo02,1977,1,SLN,NL,25,27,1,5,2,0,0,1,0,2,3,5,0,0,0,0,1 +youngjo02,1977,2,NYN,NL,70,182,16,46,11,1,0,11,1,3,13,40,1,0,1,1,6 +yountro01,1977,1,ML4,AL,154,605,66,174,34,4,4,49,16,7,41,80,1,2,11,4,11 +zachrpa01,1977,1,CIN,NL,12,22,0,3,0,0,0,0,0,0,1,11,0,0,4,0,0 +zachrpa01,1977,2,NYN,NL,19,42,0,6,0,0,0,1,0,0,0,13,0,0,1,0,4 +zahnge01,1977,1,MIN,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +zdebjo01,1977,1,KCA,AL,105,195,26,58,5,2,2,23,6,5,16,23,3,0,3,3,5 +zeberge01,1977,1,NYA,AL,25,65,8,21,3,0,3,10,0,0,9,11,1,0,1,0,1 +ziskri01,1977,1,CHA,AL,141,531,78,154,17,6,30,101,0,4,55,98,7,3,1,9,15 +aasedo01,1978,1,CAL,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +abbotgl01,1978,1,SEA,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +adamsgl01,1978,1,MIN,AL,116,310,27,80,18,1,7,35,0,1,17,32,0,0,2,0,10 +adamsmi02,1978,1,OAK,AL,15,15,5,3,1,0,0,1,0,0,7,2,0,0,0,0,0 +alberbu01,1978,1,TOR,AL,6,18,1,5,1,0,0,0,0,0,0,2,0,0,0,0,0 +alexado01,1978,1,TEX,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +alexaga01,1978,1,OAK,AL,58,174,18,36,6,1,10,22,0,3,22,66,2,1,1,1,9 +alexaga01,1978,2,CLE,AL,90,324,39,76,14,3,17,62,0,2,35,100,3,1,0,4,2 +alexama01,1978,1,PIT,NL,7,0,2,0,0,0,0,0,4,1,0,0,0,0,0,0,0 +almonbi01,1978,1,SDN,NL,138,405,39,102,19,2,0,21,17,5,33,74,10,0,3,1,6 +alomasa01,1978,1,TEX,AL,24,29,3,6,1,0,0,1,0,0,1,7,0,0,1,0,0 +alouje01,1978,1,HOU,NL,77,139,7,45,5,1,2,19,0,0,6,5,1,0,4,3,4 +alstode01,1978,1,NYA,AL,3,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +alstode01,1978,2,OAK,AL,58,173,17,36,2,0,1,10,11,10,10,21,0,0,4,1,1 +anderji01,1978,1,CAL,AL,48,108,6,21,7,0,0,7,0,0,11,16,1,0,7,1,5 +andermi01,1978,1,BAL,AL,53,32,2,3,0,1,0,3,0,0,3,10,0,0,1,0,0 +andrero01,1978,1,SFN,NL,79,177,21,39,3,3,1,11,5,1,20,18,1,0,5,0,2 +andujjo01,1978,1,HOU,NL,36,23,0,3,1,0,0,3,0,0,1,11,0,0,4,0,0 +armasto01,1978,1,OAK,AL,91,239,17,51,6,1,2,13,1,2,10,62,2,2,6,1,5 +arroyfe01,1978,1,DET,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ashbyal01,1978,1,TOR,AL,81,264,27,69,15,0,9,29,1,1,28,32,4,1,4,1,10 +ashfotu01,1978,1,SDN,NL,75,155,11,38,11,0,3,26,1,0,14,31,1,0,1,4,3 +asselbr01,1978,1,ATL,NL,39,103,11,28,3,3,2,13,2,1,11,16,1,2,1,5,1 +atkinbi01,1978,1,MON,NL,29,4,0,2,0,0,0,1,0,0,0,0,0,0,0,0,0 +auerbri01,1978,1,CIN,NL,63,55,17,18,6,0,2,5,1,0,7,12,0,1,2,0,1 +augusje01,1978,1,ML4,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +aultdo01,1978,1,TOR,AL,54,104,10,25,1,1,3,7,0,0,17,14,1,1,2,0,6 +baezjo01,1978,1,SEA,AL,23,50,8,8,0,1,0,2,1,0,6,7,1,0,2,0,0 +bahnsst01,1978,1,MON,NL,44,11,0,1,0,0,0,0,0,0,0,3,0,0,1,0,0 +bailebo01,1978,1,BOS,AL,43,94,12,18,3,0,4,9,2,1,19,19,0,1,0,2,2 +bailobo01,1978,1,TOR,AL,154,621,74,164,29,7,1,52,5,6,38,21,1,5,9,3,8 +bairdo01,1978,1,CIN,NL,70,14,1,2,0,0,0,1,0,0,0,4,0,0,1,0,0 +bakerch02,1978,1,SDN,NL,44,58,8,12,1,0,0,3,0,0,2,15,0,0,6,0,1 +bakerdu01,1978,1,LAN,NL,149,522,62,137,24,1,11,66,12,3,47,66,2,3,4,3,10 +bakerst01,1978,1,DET,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +baldwre01,1978,1,HOU,NL,38,67,5,17,5,0,1,11,0,0,3,3,0,0,0,0,3 +bandosa01,1978,1,ML4,AL,152,540,85,154,20,6,17,78,3,2,72,52,4,6,4,7,11 +bannial01,1978,1,CHA,AL,49,107,16,24,3,2,0,8,3,3,11,12,1,1,0,0,2 +bannifl01,1978,1,HOU,NL,28,31,2,5,1,0,0,0,0,0,1,12,0,0,5,0,0 +barkele01,1978,1,TEX,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barlomi01,1978,1,CAL,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barrifr01,1978,1,CHA,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barrji01,1978,1,SFN,NL,34,50,1,5,0,0,0,2,0,0,0,8,0,0,5,0,0 +bassra01,1978,1,KCA,AL,2,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +baumgro01,1978,1,CHA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +baylodo01,1978,1,CAL,AL,158,591,103,151,26,0,34,99,22,9,56,71,9,18,0,12,15 +beallbo01,1978,1,ATL,NL,108,185,29,45,8,0,1,16,4,5,36,27,0,1,2,1,4 +beamoch02,1978,1,SEA,AL,10,11,2,2,0,0,0,0,0,0,1,1,0,0,0,0,0 +beattji01,1978,1,NYA,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +belanma01,1978,1,BAL,AL,135,348,39,74,13,0,0,16,6,6,40,55,1,6,7,7,4 +bellbu01,1978,1,CLE,AL,142,556,71,157,27,8,6,62,1,3,39,43,1,0,9,2,24 +bellke01,1978,1,CHA,AL,54,68,9,13,0,0,2,5,1,0,5,19,0,1,2,0,3 +belloro01,1978,1,ATL,NL,2,1,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0 +benchjo01,1978,1,CIN,NL,120,393,52,102,17,1,23,73,4,2,50,83,10,1,1,6,9 +benedbr01,1978,1,ATL,NL,22,52,3,13,2,0,0,1,0,0,6,6,2,0,0,0,0 +beniqju01,1978,1,TEX,AL,127,473,61,123,17,3,11,50,10,12,20,59,1,3,10,4,10 +bentobu01,1978,1,NYN,NL,4,4,1,2,0,0,0,2,0,0,0,0,0,1,0,0,0 +berenju01,1978,1,NYN,NL,5,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +bergmda01,1978,1,HOU,NL,104,186,15,43,5,1,0,12,2,0,39,32,9,0,1,2,5 +bernadw01,1978,1,NYN,NL,30,5,0,1,0,0,0,0,0,0,1,2,0,0,0,0,0 +bernhju01,1978,1,SEA,AL,54,165,13,38,9,0,2,12,1,1,9,10,1,1,4,3,3 +berrada01,1978,1,PIT,NL,56,135,16,28,2,0,6,14,3,1,13,20,3,2,0,1,2 +beswiji01,1978,1,SDN,NL,17,20,2,1,0,0,0,0,0,0,1,7,0,0,0,0,2 +bevacku01,1978,1,TEX,AL,90,248,21,55,12,0,6,30,1,2,18,31,0,0,2,3,8 +bibbyji01,1978,1,PIT,NL,34,31,1,4,0,0,1,2,0,0,3,9,0,0,0,0,0 +biittla01,1978,1,CHN,NL,120,343,32,88,15,1,4,50,0,1,23,37,4,1,1,6,8 +billija01,1978,1,DET,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +birddo01,1978,1,KCA,AL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +blackti01,1978,1,CHN,NL,49,103,8,23,3,0,0,7,0,0,23,17,1,1,4,1,4 +blairpa01,1978,1,NYA,AL,75,125,10,22,5,0,2,13,1,1,9,17,0,0,2,0,4 +blankla01,1978,1,CLE,AL,70,193,19,49,10,0,2,20,0,0,10,16,0,0,5,4,7 +blombro01,1978,1,CHA,AL,61,156,16,36,7,0,5,22,0,0,11,17,2,0,1,1,1 +bluevi01,1978,1,SFN,NL,35,79,8,6,1,0,1,2,0,0,16,51,0,1,5,0,0 +blylebe01,1978,1,PIT,NL,37,85,4,11,2,0,0,11,0,0,1,35,0,0,7,0,0 +bochtbr01,1978,1,SEA,AL,140,486,58,128,25,3,11,51,3,4,60,47,3,1,7,6,12 +bochybr01,1978,1,HOU,NL,54,154,8,41,8,0,3,15,0,0,11,35,4,0,0,2,8 +boggsto01,1978,1,ATL,NL,16,18,1,3,0,0,1,1,0,0,0,4,0,0,1,0,0 +boiscbr01,1978,1,NYN,NL,107,214,24,48,7,1,4,15,3,3,23,43,3,0,2,5,4 +boitada01,1978,1,PHI,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bombama01,1978,1,ML4,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bondsbo01,1978,1,CHA,AL,26,90,8,25,4,0,2,8,6,2,10,10,1,0,1,1,2 +bondsbo01,1978,2,TEX,AL,130,475,85,126,15,4,29,82,37,20,69,110,6,2,2,7,12 +bonhabi01,1978,1,CIN,NL,23,43,2,8,3,0,0,5,0,0,4,9,0,1,8,0,0 +bonneba01,1978,1,ATL,NL,117,304,36,73,11,3,1,16,12,6,20,30,1,0,2,0,15 +boonebo01,1978,1,PHI,NL,132,435,48,123,18,4,12,62,2,5,46,37,10,1,5,8,13 +borbope01,1978,1,CIN,NL,62,11,0,2,0,0,0,1,0,0,0,2,0,0,1,0,0 +borgmgl01,1978,1,MIN,AL,49,123,16,26,4,1,3,15,0,0,18,17,0,0,3,3,0 +bosetri01,1978,1,TOR,AL,136,568,61,147,25,5,5,42,6,10,30,65,0,3,5,2,5 +bosleth01,1978,1,CHA,AL,66,219,25,59,5,1,2,13,12,11,13,32,1,0,2,2,4 +bostoly01,1978,1,CAL,AL,147,568,74,168,24,4,5,71,15,12,59,36,8,2,4,4,26 +boutoji01,1978,1,ATL,NL,5,7,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +bowala01,1978,1,PHI,NL,156,654,78,192,31,5,3,43,27,5,24,40,1,1,11,2,6 +bowensa02,1978,1,BOS,AL,6,7,3,1,0,0,1,1,0,0,1,2,0,0,0,0,0 +boylado01,1978,1,PIT,NL,6,8,1,2,0,0,0,1,0,0,0,1,0,0,0,0,0 +braunst01,1978,1,SEA,AL,32,74,11,17,4,0,3,15,1,0,9,5,1,0,0,1,4 +braunst01,1978,2,KCA,AL,64,137,16,36,10,1,0,14,3,2,28,16,1,0,1,1,1 +breazji01,1978,1,CHA,AL,25,72,8,15,3,0,3,13,0,0,8,10,0,0,0,1,2 +brettge01,1978,1,KCA,AL,128,510,79,150,45,8,9,62,23,7,39,35,6,1,3,5,6 +brettke01,1978,1,CAL,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +briggda01,1978,1,CLE,AL,15,49,4,8,0,1,1,1,0,0,4,9,0,0,0,0,2 +brilene01,1978,1,BAL,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brobepe01,1978,1,OAK,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brocklo01,1978,1,SLN,NL,92,298,31,66,9,0,0,12,17,5,17,29,2,0,1,1,4 +brohaja01,1978,1,BOS,AL,81,244,34,57,14,1,1,25,1,3,25,13,1,0,4,4,6 +brownto04,1978,1,SEA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bruhemi01,1978,1,NYN,NL,27,40,0,3,0,0,0,0,0,0,0,21,0,0,1,0,0 +brunoto01,1978,1,SLN,NL,18,12,0,1,0,0,0,0,0,0,0,3,0,0,2,0,0 +brusswa01,1978,1,PHI,NL,58,7,0,1,1,0,0,0,0,0,0,3,0,0,0,0,0 +bryest01,1978,1,PIT,NL,66,115,16,27,7,0,1,9,2,1,11,10,1,1,2,1,2 +bucknbi01,1978,1,CHN,NL,117,446,47,144,26,1,5,74,7,5,18,17,5,0,1,5,16 +budasma01,1978,1,OAK,AL,4,4,0,1,1,0,0,0,0,0,1,2,0,0,0,0,0 +bumbral01,1978,1,BAL,AL,33,114,21,27,5,2,2,6,5,3,17,15,0,2,1,0,4 +burgmto01,1978,1,BOS,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +burkegl01,1978,1,LAN,NL,16,19,2,4,0,0,0,2,1,0,0,4,0,0,0,0,0 +burkegl01,1978,2,OAK,AL,78,200,19,47,6,1,1,14,15,8,10,26,1,0,6,1,7 +burkest01,1978,1,SEA,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +burleri01,1978,1,BOS,AL,145,626,75,155,32,5,5,49,8,8,40,71,2,4,10,5,16 +burnsbr01,1978,1,CHA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +burnssh01,1978,1,DET,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +burrira01,1978,1,CHN,NL,41,61,3,7,1,2,0,2,0,0,2,13,0,0,7,0,1 +burroje01,1978,1,ATL,NL,153,488,72,147,30,6,23,77,1,2,117,92,12,0,0,6,16 +busbyst01,1978,1,KCA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +busketo01,1978,1,TOR,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cabelen01,1978,1,HOU,NL,162,660,92,195,31,8,7,71,33,15,22,80,1,5,3,4,14 +cagewa01,1978,1,CLE,AL,36,98,11,24,6,1,4,13,1,2,9,28,0,0,1,0,2 +caldwmi01,1978,1,ML4,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +campabe01,1978,1,TEX,AL,98,269,30,50,5,3,1,17,22,4,20,36,0,2,25,3,6 +campbbi02,1978,1,BOS,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +campbda02,1978,1,ATL,NL,53,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +campri01,1978,1,ATL,NL,42,8,1,0,0,0,0,0,0,0,1,5,0,0,1,0,0 +candejo01,1978,1,PIT,NL,31,52,6,9,3,0,0,1,0,0,9,19,0,2,7,0,2 +caneijo01,1978,1,CAL,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cannojo01,1978,1,HOU,NL,8,18,1,4,0,0,0,1,0,1,0,1,0,0,0,0,0 +capildo01,1978,1,CIN,NL,7,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +carbobe01,1978,1,BOS,AL,17,46,7,12,3,0,1,6,1,1,8,8,0,0,0,0,3 +carbobe01,1978,2,CLE,AL,60,174,21,50,8,0,4,16,1,0,20,31,1,1,1,1,6 +cardejo02,1978,1,PHI,NL,87,201,27,50,12,0,4,33,2,3,23,16,2,0,0,2,5 +carewro01,1978,1,MIN,AL,152,564,85,188,26,10,5,70,27,7,78,62,19,1,2,6,18 +carltst01,1978,1,PHI,NL,34,86,7,25,3,1,0,13,0,0,3,14,0,0,3,1,0 +carrocl02,1978,1,PIT,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cartega01,1978,1,MON,NL,157,533,76,136,27,1,20,72,10,6,62,70,11,5,2,5,10 +cartyri01,1978,1,TOR,AL,104,387,51,110,16,0,20,68,1,1,36,41,5,0,1,6,7 +cartyri01,1978,2,OAK,AL,41,141,19,39,5,1,11,31,0,0,21,16,2,0,0,1,8 +cashda01,1978,1,MON,NL,159,658,66,166,26,3,3,43,12,6,37,29,2,0,5,3,16 +castibo01,1978,1,LAN,NL,18,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +castito01,1978,1,SDN,NL,5,8,0,1,0,0,0,1,0,0,0,2,0,0,1,0,0 +castrbi01,1978,1,ML4,AL,42,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cedence01,1978,1,HOU,NL,50,192,31,54,8,2,7,23,23,2,15,24,1,0,2,0,4 +ceronri01,1978,1,TOR,AL,88,282,25,63,8,2,3,20,0,3,23,32,0,1,4,0,7 +ceyro01,1978,1,LAN,NL,159,555,84,150,32,0,23,84,2,5,96,96,9,7,2,7,13 +chalkda01,1978,1,CAL,AL,135,470,42,119,12,0,1,34,5,8,38,34,0,7,11,1,9 +chambch01,1978,1,NYA,AL,162,625,81,171,26,3,12,90,2,1,41,60,3,5,1,5,6 +champmi01,1978,1,SDN,NL,32,53,3,12,0,2,0,4,0,0,5,13,0,0,1,0,1 +chaneda01,1978,1,ATL,NL,89,245,27,55,9,1,3,20,1,0,25,48,7,0,3,1,1 +chappha01,1978,1,CHA,AL,20,75,11,20,1,0,0,6,1,2,6,11,0,1,3,3,0 +chileri01,1978,1,MIN,AL,87,198,22,53,12,0,1,22,1,2,20,25,2,2,0,5,9 +chrisla01,1978,1,PHI,NL,33,67,3,5,1,0,1,4,0,0,4,35,0,0,7,0,1 +clancji01,1978,1,TOR,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clarkja01,1978,1,SFN,NL,156,592,90,181,46,8,25,98,15,11,50,72,8,3,3,9,15 +clayke01,1978,1,NYA,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clevere01,1978,1,BOS,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clevere01,1978,2,TEX,AL,53,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clinege01,1978,1,CHN,NL,109,229,31,59,10,2,0,17,4,3,21,28,1,1,2,1,5 +clydeda01,1978,1,CLE,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +colbemi01,1978,1,CHA,AL,48,141,11,38,5,1,2,20,0,1,1,36,0,2,0,2,1 +colboji01,1978,1,KCA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +colboji01,1978,2,SEA,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +colemjo05,1978,1,OAK,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +colemjo05,1978,2,TOR,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +collida02,1978,1,CIN,NL,102,102,13,22,1,0,0,7,7,7,15,18,0,0,1,2,2 +colucbo01,1978,1,SLN,NL,5,3,0,0,0,0,0,0,0,0,1,2,0,0,0,0,0 +comerst01,1978,1,TEX,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +conceda01,1978,1,CIN,NL,153,565,75,170,33,4,6,67,23,10,51,83,4,1,3,4,14 +conroti01,1978,1,OAK,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +coopece01,1978,1,ML4,AL,107,407,60,127,23,2,13,54,3,4,32,72,3,0,5,4,5 +corcoti01,1978,1,DET,AL,116,324,37,86,13,1,1,27,3,2,24,27,2,5,6,4,10 +cornema01,1978,1,NYN,NL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cornute01,1978,1,SFN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +correvi01,1978,1,CIN,NL,52,105,9,25,7,0,1,6,0,2,8,17,3,0,2,0,6 +cowenal01,1978,1,KCA,AL,132,485,63,133,24,8,5,63,14,6,31,54,3,6,1,11,7 +coxla01,1978,1,CHN,NL,59,121,10,34,5,0,2,18,0,0,12,16,0,0,0,0,4 +coxte02,1978,1,CLE,AL,82,227,14,53,7,0,1,19,0,1,16,30,1,1,8,1,4 +crawfji01,1978,1,DET,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cripeda01,1978,1,KCA,AL,7,13,1,2,0,0,0,1,0,0,0,2,0,0,0,0,0 +cromawa01,1978,1,MON,NL,159,607,77,180,32,6,10,56,8,8,33,60,5,7,2,6,15 +crowlte01,1978,1,BAL,AL,62,95,9,24,2,0,0,12,0,0,8,12,0,1,0,1,4 +cruzhe01,1978,1,CHN,NL,30,76,8,18,5,0,2,9,0,0,3,6,1,0,1,0,4 +cruzhe01,1978,2,SFN,NL,79,197,19,44,8,1,6,24,0,2,21,39,2,1,1,0,6 +cruzhe02,1978,1,CHA,AL,53,77,13,17,2,1,2,10,0,1,8,11,0,1,0,3,2 +cruzjo01,1978,1,HOU,NL,153,565,79,178,34,9,10,83,37,9,57,57,9,0,2,3,9 +cruzju01,1978,1,SEA,AL,147,550,77,129,14,1,1,25,59,10,69,66,0,1,10,4,8 +cruzto02,1978,1,PHI,NL,3,4,0,2,0,0,0,2,0,1,0,0,0,0,0,0,0 +cruzvi01,1978,1,TOR,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cubbami01,1978,1,MIN,AL,125,394,40,111,12,7,7,57,3,1,40,44,3,1,7,2,7 +curtijo01,1978,1,SFN,NL,46,2,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +dacqujo01,1978,1,SDN,NL,45,21,1,4,1,0,0,4,0,0,2,8,0,0,0,0,0 +dadepa01,1978,1,CLE,AL,93,307,37,78,12,1,3,20,12,9,34,45,1,2,5,1,3 +darwida01,1978,1,TEX,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dauerri01,1978,1,BAL,AL,133,459,57,121,23,0,6,46,0,4,26,22,0,0,3,3,16 +davalvi01,1978,1,LAN,NL,75,77,15,24,1,1,1,11,2,1,3,7,0,0,0,1,1 +daveymi01,1978,1,ATL,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +davisbo02,1978,1,SDN,NL,19,40,3,8,1,0,0,2,0,1,1,5,1,0,1,0,3 +davisdi02,1978,1,ML4,AL,69,218,28,54,10,1,5,26,2,5,7,23,0,2,4,4,5 +davisro02,1978,1,NYA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dawsoan01,1978,1,MON,NL,157,609,84,154,24,8,25,72,28,11,30,128,3,12,4,5,7 +decindo01,1978,1,BAL,AL,142,511,72,146,37,1,28,80,7,7,46,81,2,2,0,2,12 +defrear01,1978,1,CIN,NL,9,19,1,4,1,0,1,2,0,0,1,4,0,0,0,1,0 +dejesiv01,1978,1,CHN,NL,160,619,104,172,24,7,3,35,41,12,74,78,5,2,15,2,12 +dempsri01,1978,1,BAL,AL,136,441,41,114,25,0,6,32,7,3,48,54,2,0,3,6,11 +dennyjo01,1978,1,SLN,NL,33,73,10,13,3,1,0,3,0,0,4,21,0,0,7,1,0 +dentbu01,1978,1,NYA,AL,123,379,40,92,11,1,5,40,3,1,23,24,1,2,6,5,10 +devinad01,1978,1,ATL,NL,31,11,0,1,0,0,0,1,0,0,0,2,0,0,1,0,0 +diazbo01,1978,1,CLE,AL,44,127,12,30,4,0,2,11,0,0,4,17,0,0,2,0,2 +dillast01,1978,1,DET,AL,56,130,21,29,5,2,0,7,1,2,6,11,0,0,7,0,5 +dilonmi01,1978,1,OAK,AL,135,258,34,59,8,0,1,14,50,23,23,30,0,1,10,0,2 +dimmemi01,1978,1,BAL,AL,8,0,2,0,0,0,0,0,0,1,0,0,0,0,0,0,0 +dineeke01,1978,1,PHI,NL,5,8,0,2,1,0,0,0,0,0,1,0,0,0,0,0,1 +dixonto01,1978,1,HOU,NL,30,40,0,4,0,0,0,1,0,0,1,7,0,0,3,0,1 +downibr01,1978,1,CAL,AL,133,412,42,105,15,0,7,46,3,2,52,47,2,6,4,2,14 +doylebr01,1978,1,NYA,AL,39,52,6,10,0,0,0,0,0,3,0,3,0,0,2,0,2 +dragodi01,1978,1,BOS,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dressro01,1978,1,SLN,NL,3,3,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +driesda01,1978,1,CIN,NL,153,524,68,131,23,3,16,70,28,9,75,79,7,4,3,6,13 +drumrke01,1978,1,HOU,NL,17,55,5,9,0,0,0,2,0,1,3,4,0,0,1,0,2 +duesha01,1978,1,MON,NL,25,31,3,6,0,0,0,1,0,0,0,18,0,0,0,0,0 +duffyfr01,1978,1,BOS,AL,64,104,12,27,5,0,0,4,1,1,6,11,0,1,6,0,1 +dumouda01,1978,1,CIN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +duncata01,1978,1,OAK,AL,104,319,25,82,15,2,2,37,1,2,19,38,0,0,7,3,5 +dwyerji01,1978,1,SLN,NL,34,65,8,14,3,0,1,4,1,0,9,3,1,1,0,0,1 +dwyerji01,1978,2,SFN,NL,73,173,22,39,9,2,5,22,6,0,28,29,3,0,3,4,1 +dyerdu01,1978,1,PIT,NL,58,175,7,37,8,1,0,13,2,1,18,32,3,3,2,1,5 +easteja01,1978,1,ATL,NL,37,19,1,4,1,0,0,1,0,0,1,5,0,0,1,0,1 +eastwra01,1978,1,NYA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +eastwra01,1978,2,PHI,NL,22,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +eckerde01,1978,1,BOS,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +edenmi01,1978,1,CHA,AL,10,17,1,2,0,0,0,0,0,0,4,0,0,0,0,0,1 +edwarda01,1978,1,MIN,AL,15,44,7,11,3,0,1,3,1,1,7,13,0,2,0,0,0 +edwarmi01,1978,1,OAK,AL,142,414,48,113,16,2,1,23,27,21,16,32,0,2,14,0,7 +eicheju01,1978,1,SDN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ellisdo01,1978,1,TEX,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ellisjo01,1978,1,TEX,AL,34,94,7,23,4,0,3,17,0,1,6,20,0,0,1,3,0 +erickro01,1978,1,MIN,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +espinni01,1978,1,NYN,NL,32,67,6,14,3,0,0,4,0,0,1,28,0,0,7,0,0 +essiaji01,1978,1,OAK,AL,126,278,21,62,9,1,3,26,2,1,44,22,1,0,15,3,12 +etchean01,1978,1,ML4,AL,4,5,1,2,1,0,0,2,0,0,1,2,0,0,0,0,0 +evansba01,1978,1,SDN,NL,24,90,7,24,1,1,0,4,0,0,4,10,1,0,0,1,0 +evansda01,1978,1,SFN,NL,159,547,82,133,24,2,20,78,4,5,105,64,12,0,6,10,5 +evansdw01,1978,1,BOS,AL,147,497,75,123,24,2,24,63,8,5,65,119,2,2,6,2,15 +ewingsa01,1978,1,TOR,AL,40,56,3,10,0,0,2,9,0,0,5,9,2,0,0,1,0 +fairlro01,1978,1,CAL,AL,91,235,23,51,5,0,10,40,0,1,25,31,2,1,2,5,7 +falcope01,1978,1,SLN,NL,19,21,3,5,1,0,0,0,0,0,0,2,0,0,2,0,0 +farmeed01,1978,1,ML4,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fergujo01,1978,1,HOU,NL,51,150,20,31,5,0,7,22,0,0,37,30,6,1,1,2,6 +fergujo01,1978,2,LAN,NL,67,198,20,47,11,0,7,28,1,2,34,41,5,1,1,1,9 +ferrese01,1978,1,NYN,NL,37,33,8,7,0,1,0,1,1,0,4,7,0,1,2,0,2 +fidryma01,1978,1,DET,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +figueed01,1978,1,NYA,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fingero01,1978,1,SDN,NL,67,12,0,2,0,0,0,2,0,0,0,3,0,0,2,0,0 +fischmi01,1978,1,HOU,NL,44,86,3,10,1,0,0,0,1,0,4,9,1,1,4,0,1 +fiskca01,1978,1,BOS,AL,157,571,94,162,39,5,20,88,7,2,71,83,6,7,3,6,10 +fitzmal01,1978,1,CLE,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fitzmal01,1978,2,CAL,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +flanami01,1978,1,BAL,AL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +flinnjo01,1978,1,BAL,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +floregi01,1978,1,NYN,NL,11,29,8,8,0,1,0,1,1,0,3,5,0,0,1,0,0 +flynndo01,1978,1,NYN,NL,156,532,37,126,12,8,0,36,3,5,30,50,10,1,6,3,14 +foleyma01,1978,1,CHA,AL,11,34,3,12,0,0,0,6,0,1,4,6,0,0,0,0,1 +foliti01,1978,1,NYN,NL,113,413,37,106,21,1,1,27,2,5,14,30,1,2,12,2,10 +footeba01,1978,1,PHI,NL,39,57,4,9,0,0,1,4,0,0,1,11,0,0,0,0,2 +fordda01,1978,1,MIN,AL,151,592,78,162,36,10,11,82,7,7,48,88,6,5,6,3,15 +fordda02,1978,1,BAL,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +forscbo01,1978,1,SLN,NL,34,83,2,15,7,0,1,8,0,0,1,26,0,0,5,0,3 +forscke01,1978,1,HOU,NL,52,27,1,5,0,0,0,3,0,0,0,9,0,0,2,0,0 +forstte01,1978,1,LAN,NL,47,8,1,4,1,0,0,2,0,0,0,0,0,0,1,0,0 +fostege01,1978,1,CIN,NL,158,604,97,170,26,7,40,120,4,4,70,138,16,7,0,6,18 +foucast01,1978,1,DET,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +foucast01,1978,2,KCA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +frazige01,1978,1,SLN,NL,14,3,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +freedro01,1978,1,SLN,NL,52,92,3,22,6,0,2,20,1,0,8,17,0,0,0,1,2 +fregoji01,1978,1,PIT,NL,20,20,3,4,1,0,0,1,0,0,6,8,0,0,0,0,0 +freisda01,1978,1,SDN,NL,12,6,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +freisda01,1978,2,CLE,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +friaspe01,1978,1,MON,NL,73,15,5,4,2,1,0,5,0,0,0,3,0,0,1,1,0 +frostda01,1978,1,CAL,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fryje01,1978,1,MON,NL,4,9,0,0,0,0,0,0,0,0,1,5,0,0,0,0,0 +frymawo01,1978,1,CHN,NL,13,16,0,1,1,0,0,1,0,0,0,5,0,0,3,1,0 +frymawo01,1978,2,MON,NL,19,34,1,2,1,0,0,1,0,0,0,7,0,0,2,0,0 +fuentti01,1978,1,OAK,AL,13,43,5,6,1,0,0,2,0,0,1,6,0,0,1,0,0 +galeri01,1978,1,KCA,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gamblos01,1978,1,SDN,NL,126,375,46,103,15,3,7,47,1,2,51,45,11,6,0,5,2 +gantnji01,1978,1,ML4,AL,43,97,14,21,1,0,1,8,2,0,5,10,0,2,1,0,0 +garbege01,1978,1,PHI,NL,22,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +garbege01,1978,2,ATL,NL,44,11,1,1,0,0,0,0,0,0,1,5,0,0,0,0,0 +garcida01,1978,1,NYA,AL,18,41,5,8,0,0,0,1,1,0,2,6,0,0,0,1,1 +garciki01,1978,1,BAL,AL,79,186,17,49,6,4,0,13,7,1,7,43,0,0,4,2,5 +gardnar01,1978,1,SFN,NL,7,3,2,0,0,0,0,0,0,1,0,2,0,0,0,0,0 +garlawa01,1978,1,CLE,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +garmami01,1978,1,LAN,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +garmami01,1978,2,MON,NL,47,5,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +garneph01,1978,1,PIT,NL,154,528,66,138,25,9,10,66,27,14,66,71,12,5,3,7,18 +garrewa01,1978,1,MON,NL,49,69,6,12,0,0,1,2,0,0,8,10,1,0,0,0,2 +garrewa01,1978,2,SLN,NL,33,63,11,21,4,0,1,10,1,0,11,16,1,0,0,0,3 +garrra01,1978,1,CHA,AL,118,443,67,122,18,9,3,29,7,5,24,41,1,1,10,0,9 +garvest01,1978,1,LAN,NL,162,639,89,202,36,9,21,113,10,5,40,70,9,1,1,8,17 +garvije01,1978,1,TOR,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gastoci01,1978,1,ATL,NL,60,118,5,27,1,0,1,9,0,0,3,20,0,0,1,2,4 +gastoci01,1978,2,PIT,NL,2,2,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +gatesjo01,1978,1,CHA,AL,8,24,6,6,0,0,0,1,1,0,4,6,0,1,1,0,1 +gaudeji01,1978,1,KCA,AL,3,8,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +geiseda01,1978,1,CHN,NL,18,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +geronce01,1978,1,CIN,NL,122,296,28,67,15,1,5,27,8,3,43,67,10,3,8,1,5 +gilbrro01,1978,1,ATL,NL,116,326,22,80,13,3,3,31,7,6,26,51,3,0,3,1,6 +glynned01,1978,1,DET,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +goltzda01,1978,1,MIN,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gomezlu01,1978,1,TOR,AL,153,413,39,92,7,3,0,32,2,10,34,41,1,0,19,3,10 +gonzafe01,1978,1,PIT,NL,9,21,2,4,1,0,0,0,0,0,1,3,0,0,0,0,0 +gonzafe01,1978,2,SDN,NL,101,320,27,80,10,2,2,29,4,4,18,32,3,0,7,5,4 +gonzaju02,1978,1,HOU,NL,78,223,24,52,3,1,1,16,6,1,8,31,1,1,7,0,7 +gonzaor01,1978,1,PHI,NL,26,26,1,5,0,0,0,0,0,0,1,1,0,0,0,0,0 +goodwda01,1978,1,CAL,AL,24,58,9,16,5,0,2,10,0,0,10,13,0,0,0,1,1 +gordomi01,1978,1,CHN,NL,4,5,0,1,0,0,0,0,0,0,3,2,1,1,0,0,0 +gossari01,1978,1,NYA,AL,63,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gracemi01,1978,1,CIN,NL,5,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +grayga01,1978,1,TEX,AL,17,50,4,12,1,0,2,6,1,0,1,12,0,0,0,0,1 +grichbo01,1978,1,CAL,AL,144,487,68,122,16,2,6,42,4,3,75,83,1,7,19,3,6 +grievto01,1978,1,NYN,NL,54,101,5,21,3,0,2,8,0,1,9,23,0,0,0,0,3 +griffal01,1978,1,CLE,AL,5,4,1,2,1,0,0,0,0,0,2,1,0,0,0,0,0 +griffke01,1978,1,CIN,NL,158,614,90,177,33,8,10,63,23,5,54,70,1,0,9,3,6 +griffto02,1978,1,CAL,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grimsro02,1978,1,MON,NL,36,90,5,13,1,0,0,4,0,0,2,20,0,1,11,1,1 +grossgr01,1978,1,CHN,NL,124,347,34,92,12,7,1,39,3,1,33,19,5,0,3,7,6 +grosswa01,1978,1,OAK,AL,118,285,18,57,10,2,7,23,0,2,40,63,2,5,4,1,3 +groteje01,1978,1,LAN,NL,41,70,5,19,5,0,0,9,0,0,10,5,1,0,1,2,0 +grubbjo01,1978,1,CLE,AL,113,378,54,100,16,6,14,61,5,1,59,60,5,2,8,2,5 +grubbjo01,1978,2,TEX,AL,21,33,8,13,3,0,1,6,1,1,11,5,0,0,0,0,0 +guerrma01,1978,1,OAK,AL,143,505,27,139,18,4,3,38,0,5,15,35,2,6,17,3,13 +guerrpe01,1978,1,LAN,NL,5,8,3,5,0,1,0,1,0,0,0,0,0,0,0,0,0 +guidrro01,1978,1,NYA,AL,37,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guldebr01,1978,1,LAN,NL,3,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +gulledo01,1978,1,NYA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gurala01,1978,1,KCA,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +haasmo01,1978,1,ML4,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +halejo01,1978,1,SEA,AL,107,211,24,36,8,0,4,22,3,4,34,64,1,0,4,2,2 +haliced01,1978,1,SFN,NL,29,66,2,9,0,0,0,3,0,0,0,18,0,1,8,0,1 +hamilda01,1978,1,SLN,NL,13,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +hamilda01,1978,2,PIT,NL,16,6,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +hamptik01,1978,1,CAL,AL,19,14,2,3,0,1,1,4,1,0,2,7,0,0,0,0,0 +hancoga01,1978,1,BOS,AL,38,80,10,18,3,0,0,4,0,0,1,12,0,0,4,1,1 +haneyla01,1978,1,ML4,AL,4,5,0,1,0,0,0,1,0,0,0,1,0,0,0,0,0 +hannage01,1978,1,LAN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hannapr01,1978,1,ATL,NL,29,49,4,9,0,1,1,1,0,0,1,18,0,0,2,0,1 +hargrmi01,1978,1,TEX,AL,146,494,63,124,24,1,7,40,2,5,107,47,8,7,2,6,11 +harlola01,1978,1,BAL,AL,147,460,67,112,25,1,8,26,14,11,55,72,3,1,3,2,9 +harrato01,1978,1,TEX,AL,139,450,56,103,17,3,12,59,31,8,83,66,3,2,9,3,8 +harrebu01,1978,1,PHI,NL,71,103,16,22,1,0,0,9,5,2,18,21,0,0,6,0,0 +harriro01,1978,1,MIN,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +harrivi01,1978,1,SFN,NL,53,100,8,15,4,0,1,11,0,0,11,24,1,0,3,2,0 +hartzpa01,1978,1,CAL,AL,54,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hassero01,1978,1,CLE,AL,25,74,5,15,0,0,2,9,2,0,5,7,0,1,1,2,1 +hasslan01,1978,1,KCA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hasslan01,1978,2,BOS,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hausmto01,1978,1,NYN,NL,10,17,1,3,1,0,0,2,0,0,1,5,0,0,1,0,0 +healyfr02,1978,1,NYA,AL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +heathmi02,1978,1,NYA,AL,33,92,6,21,3,1,0,8,0,0,4,9,0,1,1,1,1 +heaveda01,1978,1,OAK,AL,69,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hebneri01,1978,1,PHI,NL,137,435,61,123,22,3,17,71,4,7,53,58,16,9,4,4,8 +heintto01,1978,1,SFN,NL,27,35,2,8,1,0,2,6,0,0,2,5,0,0,0,0,0 +hendeke01,1978,1,NYN,NL,7,22,2,5,2,0,1,4,0,1,4,4,1,0,0,0,0 +hendeke01,1978,2,CIN,NL,64,144,10,24,6,1,3,19,0,0,23,32,3,0,0,2,8 +hendest01,1978,1,NYN,NL,157,587,83,156,30,9,10,65,13,7,60,109,3,2,0,5,24 +hendrel01,1978,1,BAL,AL,13,18,4,6,1,0,1,1,0,0,3,3,2,0,0,0,0 +hendrge01,1978,1,SDN,NL,36,111,9,27,4,0,3,8,1,1,12,16,0,0,0,0,2 +hendrge01,1978,2,SLN,NL,102,382,55,110,27,1,17,67,1,0,28,44,1,2,1,4,9 +hernaen01,1978,1,LAN,NL,4,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +hernake01,1978,1,SLN,NL,159,542,90,138,32,4,11,64,13,5,82,68,11,2,1,6,12 +hernawi01,1978,1,CHN,NL,55,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +herndla01,1978,1,SFN,NL,151,471,52,122,15,9,1,32,13,8,35,71,2,1,13,1,12 +herrmed01,1978,1,HOU,NL,16,36,1,4,1,0,0,0,0,0,3,3,1,0,1,0,1 +herrmed01,1978,2,MON,NL,19,40,1,7,1,0,0,3,0,0,1,4,0,0,0,0,2 +hillejo01,1978,1,DET,AL,51,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hillma01,1978,1,SFN,NL,117,358,20,87,15,1,3,36,1,2,45,39,8,1,2,0,12 +hintori01,1978,1,CHA,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hislela01,1978,1,ML4,AL,142,520,96,151,24,0,34,115,10,6,67,90,3,5,3,5,14 +hobsobu01,1978,1,BOS,AL,147,512,65,128,26,2,17,80,1,0,50,122,3,0,4,8,15 +hodgero01,1978,1,NYN,NL,47,102,4,26,4,1,0,7,1,2,10,11,0,1,0,2,4 +holdsfr01,1978,1,MON,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hollyje01,1978,1,MIN,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +holtzke01,1978,1,NYA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +holtzke01,1978,2,CHN,NL,23,10,2,2,1,0,0,0,0,0,1,5,0,0,1,0,0 +honeyri01,1978,1,SEA,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hooddo01,1978,1,CLE,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hootobu01,1978,1,LAN,NL,32,67,4,10,1,0,0,2,0,0,7,15,0,0,18,0,2 +hornebo01,1978,1,ATL,NL,89,323,50,86,17,1,23,63,0,0,24,42,2,2,1,9,7 +hortowi01,1978,1,CLE,AL,50,169,15,42,7,0,5,22,3,0,15,25,4,1,1,0,7 +hortowi01,1978,2,OAK,AL,32,102,11,32,8,0,3,19,0,1,9,15,2,0,1,0,1 +hortowi01,1978,3,TOR,AL,33,122,12,25,6,0,3,19,0,0,4,29,0,0,0,1,6 +hosleti01,1978,1,OAK,AL,13,23,1,7,2,0,0,3,0,0,1,6,0,1,0,0,0 +houghch01,1978,1,LAN,NL,55,12,1,4,1,0,0,2,0,0,0,2,0,0,0,0,0 +houseto01,1978,1,SEA,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +howarwi01,1978,1,HOU,NL,84,148,17,34,4,1,1,13,6,2,5,22,0,3,1,1,3 +howear01,1978,1,HOU,NL,119,420,46,123,33,3,7,55,2,3,34,41,3,1,1,5,13 +howelro02,1978,1,TOR,AL,140,551,67,149,28,3,8,61,0,1,44,78,3,1,4,1,10 +hraboal01,1978,1,KCA,AL,58,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hubbagl01,1978,1,ATL,NL,44,163,15,42,4,0,2,13,2,1,10,20,1,2,4,0,2 +humeto01,1978,1,CIN,NL,43,45,2,3,0,0,0,3,0,0,2,21,0,0,8,0,1 +humphte01,1978,1,CAL,AL,53,114,11,25,4,1,1,9,0,1,6,12,0,2,2,3,2 +hunteca01,1978,1,NYA,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hurdlcl01,1978,1,KCA,AL,133,417,48,110,25,5,7,56,1,3,56,84,1,1,1,6,6 +huttoto01,1978,1,TOR,AL,64,173,19,44,9,0,2,9,1,2,19,11,0,0,5,0,5 +huttoto01,1978,2,MON,NL,39,59,4,12,3,0,0,5,0,0,10,5,2,0,0,0,3 +iorgda01,1978,1,SLN,NL,35,85,6,23,4,1,0,4,0,0,4,10,1,0,0,1,2 +iorgga01,1978,1,TOR,AL,19,49,3,8,0,0,0,3,0,0,3,4,0,1,0,2,3 +iviemi01,1978,1,SFN,NL,117,318,34,98,14,3,11,55,3,0,27,45,6,2,2,3,6 +jacksda01,1978,1,MIN,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jacksgr01,1978,1,PIT,NL,60,12,0,3,0,1,0,3,0,0,0,3,0,0,0,0,0 +jacksre01,1978,1,NYA,AL,139,511,82,140,13,5,27,97,14,11,58,133,2,9,0,3,8 +jacksro02,1978,1,CAL,AL,105,387,49,115,18,6,6,57,2,3,16,31,1,9,2,4,9 +jacksro03,1978,1,NYN,NL,4,3,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0 +jamesbo01,1978,1,MON,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jamessk01,1978,1,SFN,NL,41,21,5,2,1,0,0,3,1,0,4,5,0,0,1,0,2 +jeffeje01,1978,1,TOR,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jenkife01,1978,1,TEX,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnscl01,1978,1,NYA,AL,76,174,20,32,9,1,6,19,0,0,30,32,5,1,0,0,6 +johnsda02,1978,1,PHI,NL,44,89,14,17,2,0,2,14,0,0,10,19,0,2,0,1,2 +johnsda02,1978,2,CHN,NL,24,49,5,15,1,1,2,6,0,0,5,9,0,2,0,0,1 +johnsda03,1978,1,MIN,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnsja01,1978,1,PHI,NL,35,56,3,10,2,0,0,4,0,2,6,9,0,0,0,0,2 +johnsja01,1978,2,NYA,AL,36,65,6,17,0,0,1,6,0,1,4,10,0,3,0,1,0 +johnsjo04,1978,1,OAK,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnsla01,1978,1,CHA,AL,3,8,0,1,0,0,0,0,0,0,1,4,0,0,0,0,0 +johnsla02,1978,1,CHA,AL,148,498,52,136,23,2,8,72,6,5,43,46,2,2,1,7,17 +johnsti01,1978,1,ML4,AL,3,3,1,0,0,0,0,0,0,0,2,0,0,0,0,0,0 +johnsti01,1978,2,TOR,AL,68,79,9,19,2,0,0,3,0,1,8,16,0,1,3,1,0 +johnsto02,1978,1,MIN,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnto01,1978,1,LAN,NL,33,66,2,8,2,0,0,6,0,0,3,13,0,0,12,0,1 +jonesod01,1978,1,PIT,NL,3,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +jonesra01,1978,1,SDN,NL,38,82,6,15,1,0,0,4,0,0,2,32,0,0,6,1,1 +jonesri01,1978,1,SEA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jonesru01,1978,1,SEA,AL,129,472,48,111,24,3,6,46,22,6,55,85,2,0,8,5,15 +jorgemi01,1978,1,TEX,AL,96,97,20,19,3,0,1,9,3,1,18,10,1,0,2,1,3 +kaatji01,1978,1,PHI,NL,26,48,4,7,1,0,0,4,0,0,0,15,0,1,1,0,1 +kammebo01,1978,1,NYA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kellemi02,1978,1,CHN,NL,68,95,8,24,1,0,0,6,4,1,7,11,0,0,4,0,5 +kellypa01,1978,1,BAL,AL,100,274,38,75,12,1,11,40,10,8,34,58,1,2,4,1,9 +kempst01,1978,1,DET,AL,159,582,75,161,18,4,15,79,2,3,97,87,3,1,3,3,9 +kendafr01,1978,1,BOS,AL,20,41,3,8,1,0,0,4,0,0,1,2,0,0,0,2,0 +kenneju01,1978,1,CIN,NL,89,157,22,40,2,2,0,11,4,1,31,28,2,1,1,0,4 +kennete02,1978,1,SLN,NL,10,29,0,5,0,0,0,2,0,0,4,3,2,0,0,0,2 +keougma02,1978,1,OAK,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kernji01,1978,1,CLE,AL,58,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +kerrijo01,1978,1,BAL,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kessido01,1978,1,CHA,AL,131,431,35,110,18,1,1,31,2,4,36,34,1,0,12,1,10 +kingmda01,1978,1,CHN,NL,119,395,65,105,17,4,28,79,3,4,39,111,8,6,2,6,3 +kinnede01,1978,1,CLE,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kinnede01,1978,2,SDN,NL,7,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kirkwdo01,1978,1,TOR,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kisonbr01,1978,1,PIT,NL,28,29,2,4,1,1,1,1,0,0,0,5,0,0,0,0,1 +kluttmi01,1978,1,NYA,AL,1,2,1,2,1,0,0,0,0,0,0,0,0,1,0,0,0 +knappch01,1978,1,CAL,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kneppbo01,1978,1,SFN,NL,36,79,2,5,2,0,0,5,0,0,6,35,0,0,8,2,2 +knighra01,1978,1,CIN,NL,83,65,7,13,3,0,1,4,0,0,3,13,0,0,0,0,4 +knowlda01,1978,1,MON,NL,60,6,1,1,0,0,0,0,0,0,0,3,0,0,1,0,0 +kobelke01,1978,1,NYN,NL,32,25,3,4,1,0,0,2,0,0,1,8,0,0,4,0,0 +koosmje01,1978,1,NYN,NL,38,70,1,6,3,0,0,2,0,0,0,27,0,0,5,0,0 +kraneed01,1978,1,NYN,NL,66,81,7,17,2,0,3,19,0,0,8,12,2,1,0,3,4 +kraveke01,1978,1,CHA,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kreugri01,1978,1,CLE,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +krukomi01,1978,1,CHN,NL,27,45,4,11,5,0,0,3,0,0,2,13,0,0,3,1,0 +kucekja01,1978,1,CHA,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kuipedu01,1978,1,CLE,AL,149,547,52,155,18,6,0,43,4,9,19,35,1,4,16,3,11 +kusiccr01,1978,1,MIN,AL,77,191,23,33,3,2,4,20,3,2,37,38,2,1,0,4,8 +kusnyar01,1978,1,KCA,AL,9,13,1,3,1,0,1,2,0,0,2,4,0,0,0,0,0 +laceybo01,1978,1,OAK,AL,74,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lacocpe01,1978,1,KCA,AL,118,322,44,95,21,2,5,48,1,0,21,27,2,0,1,3,8 +lacorfr01,1978,1,ATL,NL,2,4,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +lacosmi01,1978,1,CIN,NL,17,30,3,2,1,0,0,1,0,0,0,17,0,0,6,0,0 +lacyle01,1978,1,LAN,NL,103,245,29,64,16,4,13,40,7,4,27,30,4,1,1,2,4 +lagrole01,1978,1,CHA,AL,52,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lahoujo01,1978,1,KCA,AL,13,16,0,2,0,0,0,0,0,0,0,1,0,0,0,0,0 +lampde01,1978,1,CHN,NL,37,73,1,15,2,0,0,3,0,0,0,17,0,0,3,0,1 +landera01,1978,1,HOU,NL,59,218,18,58,5,1,0,9,7,4,8,23,0,0,4,0,2 +landrke01,1978,1,CAL,AL,93,260,37,58,7,5,5,23,7,3,20,20,4,2,1,0,5 +langfri01,1978,1,OAK,AL,40,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lansfca01,1978,1,CAL,AL,121,453,63,133,23,2,8,52,20,9,31,67,2,4,5,7,4 +larocda01,1978,1,CAL,AL,59,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +larosjo01,1978,1,BOS,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +larsoda01,1978,1,PHI,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lavelga01,1978,1,SFN,NL,67,15,1,1,0,0,0,0,0,0,0,8,0,0,1,0,0 +lawru01,1978,1,LAN,NL,11,12,2,3,0,0,0,1,3,1,1,2,0,0,0,0,0 +leebi03,1978,1,BOS,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leema01,1978,1,SDN,NL,56,5,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +lefloro01,1978,1,DET,AL,155,666,126,198,30,3,12,62,68,16,65,104,7,4,1,5,11 +lemanda01,1978,1,TOR,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lemasjo01,1978,1,SFN,NL,101,272,23,64,18,3,1,14,6,6,21,45,1,1,14,0,4 +lemonch01,1978,1,CHA,AL,105,357,51,107,24,6,13,55,5,9,39,46,2,8,8,4,11 +lemonma01,1978,1,HOU,NL,33,64,3,11,1,0,0,3,0,0,4,22,0,0,6,0,1 +lentiji01,1978,1,SLN,NL,8,11,1,2,0,0,0,1,1,0,0,0,0,1,0,0,0 +leonade01,1978,1,KCA,AL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leonaje01,1978,1,HOU,NL,8,26,2,10,2,0,0,4,0,1,1,2,0,0,0,0,0 +leonma01,1978,1,ATL,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lerchra01,1978,1,PHI,NL,36,60,11,15,3,0,3,9,0,0,5,11,0,0,2,1,1 +lewalde01,1978,1,LAN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lezcasi01,1978,1,ML4,AL,132,442,62,129,21,4,15,61,3,3,64,83,6,1,5,7,5 +lindbpa01,1978,1,TEX,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lindbpa01,1978,2,NYA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lintzla01,1978,1,CLE,AL,3,0,1,0,0,0,0,0,1,2,0,0,0,0,0,0,0 +littema01,1978,1,SLN,NL,72,7,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +littlde01,1978,1,SFN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lockwsk01,1978,1,NYN,NL,57,11,1,2,1,0,1,1,0,0,0,5,0,0,2,0,0 +loisal01,1978,1,PIT,NL,3,4,0,1,0,1,0,0,0,0,0,1,0,0,0,0,0 +lolicmi01,1978,1,SDN,NL,20,3,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +lonboji01,1978,1,PHI,NL,22,34,2,6,2,0,0,3,0,1,2,14,0,1,4,0,1 +lopesda01,1978,1,LAN,NL,151,587,93,163,25,4,17,58,45,4,71,70,3,0,6,1,9 +lopezau01,1978,1,SLN,NL,25,14,0,3,0,0,0,0,0,0,0,6,0,0,2,0,0 +lopezca01,1978,1,BAL,AL,129,193,21,46,6,0,4,20,5,7,9,34,1,1,0,2,4 +lowenjo01,1978,1,TEX,AL,77,176,28,39,8,3,5,21,16,3,37,29,2,2,2,0,2 +lummi01,1978,1,CIN,NL,86,146,15,39,7,1,6,23,0,0,22,18,4,0,0,1,4 +luzingr01,1978,1,PHI,NL,155,540,85,143,32,2,35,101,8,7,100,135,15,11,0,4,10 +lylesp01,1978,1,NYA,AL,59,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lynnfr01,1978,1,BOS,AL,150,541,75,161,33,3,22,82,3,6,75,50,11,1,4,6,9 +machake01,1978,1,PIT,NL,29,52,5,11,1,1,0,5,2,0,12,10,1,0,0,1,3 +macheda01,1978,1,CAL,AL,10,22,6,6,1,0,1,2,0,1,2,1,0,0,1,0,0 +mackape01,1978,1,PHI,NL,5,8,0,2,0,0,0,1,0,0,0,4,0,0,0,0,0 +maddoel01,1978,1,NYN,NL,119,389,43,100,18,2,2,39,2,11,71,38,1,2,2,5,8 +maddoga01,1978,1,PHI,NL,155,598,62,172,34,3,11,68,33,7,39,89,11,2,3,3,9 +maddoje01,1978,1,ATL,NL,7,14,1,3,0,0,0,1,0,0,1,2,0,0,0,0,1 +madlobi01,1978,1,SFN,NL,122,447,76,138,26,3,15,44,16,5,48,39,11,3,9,2,6 +mahlbgr01,1978,1,TEX,AL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mahlemi01,1978,1,ATL,NL,34,41,4,4,0,0,0,1,0,0,1,8,0,0,5,0,1 +mankoph01,1978,1,DET,AL,88,222,28,61,8,0,4,20,2,3,22,28,3,2,3,1,10 +manniri01,1978,1,CLE,AL,148,566,65,149,27,3,3,50,12,12,38,62,1,1,8,3,10 +marshmi01,1978,1,MIN,AL,54,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +martibu01,1978,1,ML4,AL,89,256,26,56,10,1,1,20,1,1,14,42,1,0,12,4,4 +martide01,1978,1,BAL,AL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +martije01,1978,1,PHI,NL,128,266,40,72,13,4,9,36,9,5,28,65,3,1,0,3,3 +martisi01,1978,1,SLN,NL,22,47,4,8,2,0,0,3,0,0,0,21,0,0,6,0,0 +martite01,1978,1,LAN,NL,54,55,13,14,1,0,1,5,3,2,4,14,1,1,1,0,0 +martiti01,1978,1,BAL,AL,43,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +masonji01,1978,1,TEX,AL,55,105,10,20,4,0,0,3,0,0,5,17,0,0,6,0,2 +matlajo01,1978,1,TEX,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +matthga01,1978,1,ATL,NL,129,474,75,135,20,5,18,62,8,7,61,92,2,2,1,4,16 +maybejo01,1978,1,TOR,AL,152,515,51,129,15,2,22,70,1,2,60,57,2,4,1,7,13 +mayda01,1978,1,ML4,AL,39,77,9,15,4,0,2,11,0,0,9,10,1,2,3,0,3 +mayda01,1978,2,PIT,NL,5,4,0,0,0,0,0,0,1,0,1,1,0,0,0,0,0 +mayle01,1978,1,BAL,AL,148,556,56,137,16,1,25,80,5,2,31,110,5,1,0,2,18 +maymi01,1978,1,DET,AL,105,352,24,88,9,0,10,37,0,0,27,26,3,2,4,2,13 +mayru01,1978,1,MON,NL,27,42,2,6,2,0,0,3,0,0,3,19,0,0,7,0,0 +mazzile01,1978,1,NYN,NL,148,542,78,148,28,5,16,61,20,13,69,82,6,1,2,5,7 +mcbriba01,1978,1,PHI,NL,122,472,68,127,20,4,10,49,28,3,28,68,3,5,2,3,4 +mccalla01,1978,1,NYA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mccarti01,1978,1,PHI,NL,90,146,18,36,9,1,1,14,2,2,28,24,6,2,0,4,3 +mccatst01,1978,1,OAK,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcclubo01,1978,1,ML4,AL,44,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mccovwi01,1978,1,SFN,NL,108,351,32,80,19,2,12,64,1,0,36,57,8,0,0,2,12 +mcenawi01,1978,1,PIT,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcgilra01,1978,1,KCA,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcgloly01,1978,1,SFN,NL,5,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcgloly01,1978,2,CHN,NL,49,13,1,3,1,0,0,0,0,0,1,1,0,0,0,0,1 +mcgratu01,1978,1,PHI,NL,55,4,0,0,0,0,0,0,0,0,0,1,0,0,2,0,0 +mcgresc01,1978,1,BAL,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mckayda01,1978,1,TOR,AL,145,504,59,120,20,8,7,45,4,4,20,91,2,1,10,2,17 +mclaubo01,1978,1,HOU,NL,12,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +mclauby01,1978,1,SEA,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcraeha01,1978,1,KCA,AL,156,623,90,170,39,5,16,72,17,8,51,62,6,6,1,11,15 +mcwilla01,1978,1,ATL,NL,15,32,1,2,0,1,0,0,0,0,0,19,0,0,4,0,0 +medicdo01,1978,1,TEX,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mejiasa01,1978,1,MON,NL,67,56,9,13,1,0,0,6,0,0,2,5,1,0,1,0,3 +mendoma01,1978,1,PIT,NL,57,55,5,12,1,0,1,3,3,1,2,9,1,3,2,0,0 +meoliru01,1978,1,CHN,NL,47,29,10,3,0,1,0,2,1,0,6,4,0,0,0,0,0 +messean01,1978,1,NYA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +metzgbu01,1978,1,NYN,NL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +metzgro01,1978,1,HOU,NL,45,123,11,27,4,1,0,6,0,0,12,9,3,0,2,1,8 +metzgro01,1978,2,SFN,NL,75,235,17,61,6,1,0,17,8,1,12,17,0,0,7,1,4 +meyerda01,1978,1,SEA,AL,123,444,38,101,18,1,8,56,7,3,24,39,6,0,4,5,7 +meyersc01,1978,1,OAK,AL,8,9,1,1,1,0,0,0,0,0,0,4,0,0,0,0,0 +milbola01,1978,1,SEA,AL,93,234,31,53,6,2,2,20,5,7,9,6,1,0,3,1,7 +milledy01,1978,1,CAL,AL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +milleed04,1978,1,ATL,NL,6,21,5,3,1,0,0,2,3,0,2,4,0,1,0,0,0 +millera05,1978,1,MON,NL,5,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +milleri01,1978,1,CAL,AL,132,475,66,125,25,4,1,37,3,13,54,70,1,4,10,4,14 +milnebr01,1978,1,TOR,AL,2,9,3,4,0,1,0,2,0,0,0,1,0,0,0,0,0 +milnejo01,1978,1,PIT,NL,108,295,39,80,17,0,6,38,5,0,34,25,6,0,0,4,6 +minetcr01,1978,1,OAK,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mingost01,1978,1,KCA,AL,45,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mintogr01,1978,1,SFN,NL,11,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +mirabpa01,1978,1,TEX,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mitchpa01,1978,1,SEA,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +moffira01,1978,1,SFN,NL,70,7,0,1,0,0,0,0,0,0,1,1,0,0,1,0,0 +molinbo01,1978,1,CHA,AL,105,286,39,75,5,5,6,27,22,6,19,12,2,3,2,1,5 +molitpa01,1978,1,ML4,AL,125,521,73,142,26,4,6,45,30,12,19,54,2,4,7,5,6 +mondari01,1978,1,LAN,NL,119,342,54,87,14,1,19,57,2,4,49,100,11,1,3,2,4 +moneydo01,1978,1,ML4,AL,137,518,88,152,30,2,14,54,3,0,48,70,2,7,14,1,10 +mongesi01,1978,1,CLE,AL,48,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +montajo01,1978,1,SEA,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +montawi01,1978,1,NYN,NL,159,609,66,156,32,0,17,96,9,4,60,92,19,1,0,9,13 +montejo01,1978,1,SFN,NL,37,70,2,4,1,0,0,0,1,0,5,32,0,1,9,0,2 +montgbo01,1978,1,BOS,AL,10,29,2,7,1,1,0,5,0,0,2,12,0,0,1,0,1 +mooreba02,1978,1,TOR,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +moorech02,1978,1,ML4,AL,96,268,30,72,7,1,5,31,4,2,12,24,0,0,5,0,4 +mooredo01,1978,1,CHN,NL,71,15,2,4,1,0,0,4,0,0,2,6,0,0,1,0,0 +mooreju01,1978,1,CHA,AL,24,65,8,19,0,1,0,4,1,1,6,7,0,0,0,0,4 +moraan01,1978,1,BAL,AL,76,229,21,49,8,0,8,14,0,1,13,47,1,1,2,1,5 +moralje01,1978,1,SLN,NL,130,457,44,109,19,8,4,46,4,4,33,44,1,1,2,6,13 +moraljo01,1978,1,MIN,AL,101,242,22,76,13,1,2,38,0,1,20,35,3,1,6,4,10 +morelke01,1978,1,PHI,NL,1,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +morenom01,1978,1,PIT,NL,155,515,95,121,15,7,2,33,71,22,81,104,4,3,17,5,5 +moretro01,1978,1,TEX,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +morgajo02,1978,1,CIN,NL,132,441,68,104,27,0,13,75,19,5,79,40,3,2,0,11,6 +morgami01,1978,1,OAK,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +morrija02,1978,1,DET,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +morriji01,1978,1,PHI,NL,53,108,12,17,1,1,3,10,1,1,10,21,1,1,4,0,2 +moskapa01,1978,1,CIN,NL,29,49,6,10,3,0,1,11,0,0,4,10,0,0,2,0,0 +motama01,1978,1,LAN,NL,37,33,2,10,1,0,0,6,0,0,3,4,1,0,1,0,0 +muellwi01,1978,1,ML4,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mullira01,1978,1,CAL,AL,50,119,6,22,3,1,1,6,2,0,8,23,0,1,0,2,3 +mumphje01,1978,1,SLN,NL,125,367,41,96,13,4,2,37,14,10,30,40,0,1,2,3,10 +munsoth01,1978,1,NYA,AL,154,617,73,183,27,1,6,71,2,3,35,70,6,3,1,10,20 +murast01,1978,1,SDN,NL,5,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +murcebo01,1978,1,CHN,NL,146,499,66,140,22,6,9,64,14,5,80,57,15,0,0,6,12 +murphda05,1978,1,ATL,NL,151,530,66,120,14,3,23,79,11,7,42,145,3,3,3,5,15 +murphdw01,1978,1,OAK,AL,60,52,15,10,2,0,0,5,0,1,7,14,0,0,1,2,0 +murphto02,1978,1,TOR,AL,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +murrada01,1978,1,CIN,NL,15,3,0,0,0,0,0,0,0,0,0,2,0,0,2,0,0 +murrada01,1978,2,NYN,NL,53,7,1,0,0,0,0,0,0,0,1,4,0,0,0,0,0 +murraed02,1978,1,BAL,AL,161,610,85,174,32,3,27,95,6,5,70,97,7,1,1,8,15 +murrala01,1978,1,OAK,AL,11,12,1,1,0,0,0,0,0,0,3,2,0,0,0,0,0 +muserto01,1978,1,ML4,AL,15,30,0,4,1,1,0,5,0,0,3,5,0,0,1,0,1 +myricbo01,1978,1,NYN,NL,17,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nahorbi01,1978,1,CHA,AL,107,347,29,82,11,2,8,35,1,0,23,52,0,2,4,4,5 +nastuph01,1978,1,SFN,NL,3,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nettlgr01,1978,1,NYA,AL,159,587,81,162,23,2,27,93,1,1,59,69,6,6,1,9,20 +newmaje01,1978,1,OAK,AL,105,268,25,64,7,1,9,32,0,3,18,40,2,1,3,1,4 +nicosst01,1978,1,PIT,NL,3,5,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +niekrjo01,1978,1,HOU,NL,36,65,6,9,2,0,0,5,0,0,0,18,0,0,9,0,2 +niekrph01,1978,1,ATL,NL,45,120,5,27,4,0,0,10,0,0,3,25,0,1,4,1,3 +nolanjo01,1978,1,ATL,NL,95,213,22,49,7,3,4,22,3,2,34,28,5,1,1,0,3 +nordbti01,1978,1,TOR,AL,7,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0 +nordbti01,1978,2,ML4,AL,2,5,0,0,0,0,0,0,0,0,1,1,0,0,2,0,0 +nordhwa01,1978,1,CHA,AL,68,206,28,62,16,0,5,35,0,1,5,18,0,0,0,5,6 +normada01,1978,1,NYN,NL,19,64,7,17,0,1,4,10,1,0,2,14,0,0,0,1,0 +normafr01,1978,1,CIN,NL,36,50,3,7,0,0,0,3,0,0,3,19,0,0,8,0,0 +normane01,1978,1,TEX,AL,23,34,1,9,2,0,0,1,0,0,0,5,0,0,1,0,1 +norriji01,1978,1,CLE,AL,113,315,41,89,14,5,2,27,12,7,42,20,4,0,5,3,6 +norrimi01,1978,1,OAK,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +northbi01,1978,1,OAK,AL,24,52,5,11,4,0,0,5,3,2,9,13,2,2,1,1,1 +northbi01,1978,2,LAN,NL,110,304,54,71,10,0,0,10,27,8,65,48,2,2,5,1,4 +norwowi01,1978,1,MIN,AL,125,428,56,109,22,3,8,46,25,10,28,64,0,3,6,6,15 +oatesjo01,1978,1,LAN,NL,40,75,5,23,1,0,0,6,0,1,5,3,1,0,0,0,0 +oberkke01,1978,1,SLN,NL,24,50,7,6,1,0,0,0,0,0,3,1,0,0,1,0,1 +obradji01,1978,1,HOU,NL,10,17,3,3,0,1,0,2,0,0,1,3,1,0,0,0,0 +obrieda03,1978,1,SLN,NL,7,3,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +oestero01,1978,1,CIN,NL,6,8,1,3,0,0,0,1,0,0,0,2,0,0,1,0,0 +officro01,1978,1,ATL,NL,146,404,40,101,13,1,9,40,8,6,22,52,2,6,4,3,8 +oglivbe01,1978,1,ML4,AL,128,469,71,142,29,4,18,72,11,7,52,69,10,0,3,3,10 +oliveal01,1978,1,TEX,AL,133,525,65,170,35,5,14,89,8,9,31,41,6,2,1,9,7 +ontivst01,1978,1,CHN,NL,82,276,34,67,14,4,1,22,0,2,34,33,3,0,1,5,4 +ortajo01,1978,1,CHA,AL,117,420,45,115,19,2,13,53,1,2,42,39,3,4,4,7,9 +otisam01,1978,1,KCA,AL,141,486,74,145,30,7,22,96,32,8,66,54,7,4,1,10,10 +otted01,1978,1,PIT,NL,112,379,49,102,18,4,9,38,4,1,27,56,6,0,1,3,7 +owchibo01,1978,1,SDN,NL,36,63,3,11,2,0,0,4,0,0,2,26,0,0,6,0,0 +pacioto01,1978,1,ATL,NL,5,9,2,3,0,0,0,0,0,0,0,1,0,0,0,0,0 +pacioto01,1978,2,SEA,AL,70,251,32,75,20,3,4,30,2,2,15,39,0,0,0,2,6 +pagelka01,1978,1,CHN,NL,2,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +pagemi02,1978,1,OAK,AL,147,516,62,147,25,7,17,70,23,19,53,95,6,4,4,2,7 +palmeda01,1978,1,MON,NL,5,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +palmeji01,1978,1,BAL,AL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +papist01,1978,1,MON,NL,67,152,15,35,11,0,0,11,0,0,10,28,1,2,2,1,7 +parkeda01,1978,1,PIT,NL,148,581,102,194,32,12,30,117,20,7,57,92,23,2,0,2,8 +parrila01,1978,1,MON,NL,144,520,68,144,39,4,15,70,2,3,32,103,9,2,5,1,19 +parrila02,1978,1,DET,AL,85,288,37,63,11,3,14,41,0,0,11,71,0,3,1,1,8 +parromi01,1978,1,SEA,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +paschbi01,1978,1,KCA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pasleke01,1978,1,SEA,AL,25,54,3,13,5,0,1,5,0,0,2,4,0,0,2,0,2 +patekfr01,1978,1,KCA,AL,138,440,54,109,23,1,2,46,38,11,42,56,1,1,9,4,6 +pattima01,1978,1,KCA,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +paxtomi01,1978,1,CLE,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pentzge01,1978,1,HOU,NL,10,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +perezma01,1978,1,OAK,AL,16,12,1,0,0,0,0,0,0,0,0,5,0,0,1,0,0 +perezto01,1978,1,MON,NL,148,544,63,158,38,3,14,78,2,0,38,104,9,2,1,5,10 +perkibr01,1978,1,SDN,NL,62,217,14,52,14,1,2,33,4,0,5,29,2,0,2,3,5 +perryga01,1978,1,SDN,NL,37,87,5,8,2,0,0,3,0,0,2,31,0,0,13,0,1 +perzast01,1978,1,MIN,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +phillmi01,1978,1,SLN,NL,76,164,14,44,8,1,1,28,0,0,13,25,2,2,0,7,4 +picciro01,1978,1,OAK,AL,78,93,16,21,1,0,2,7,1,1,2,13,0,0,3,0,2 +pinaho01,1978,1,PHI,NL,2,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +pinielo01,1978,1,NYA,AL,130,472,67,148,34,5,6,69,3,1,34,36,8,2,4,1,12 +pirtlge01,1978,1,MON,NL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +planked02,1978,1,SFN,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +plummbi01,1978,1,SEA,AL,41,93,6,20,5,0,2,7,0,0,12,19,0,0,1,0,3 +pocorbi01,1978,1,ATL,NL,92,289,21,70,8,0,6,34,0,3,29,14,6,2,3,4,15 +poledi01,1978,1,SEA,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +poqueto01,1978,1,KCA,AL,80,204,16,44,9,2,4,30,2,0,14,9,1,0,2,6,6 +porteda02,1978,1,KCA,AL,150,520,77,138,27,6,18,78,0,5,75,75,14,2,1,4,13 +powelho01,1978,1,MIN,AL,121,381,55,94,20,2,3,31,11,5,45,31,1,0,7,4,5 +prolymi01,1978,1,CHA,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pruitro01,1978,1,CLE,AL,71,187,17,44,6,1,6,17,2,1,16,20,3,0,2,0,3 +pryorgr01,1978,1,CHA,AL,82,222,27,58,11,0,2,15,3,1,11,18,0,1,4,1,4 +puhlte01,1978,1,HOU,NL,149,585,87,169,25,6,3,35,32,14,48,46,5,4,3,7,11 +pujollu01,1978,1,HOU,NL,56,153,11,20,8,1,1,11,0,0,12,45,1,1,2,1,6 +putmaed01,1978,1,CHN,NL,17,25,2,5,0,0,0,3,0,0,4,6,0,0,0,0,0 +putnapa01,1978,1,TEX,AL,20,46,4,7,1,0,1,2,0,0,2,5,1,0,1,0,0 +quirkja01,1978,1,KCA,AL,17,29,3,6,2,0,0,2,0,0,5,4,0,0,0,0,0 +raderda01,1978,1,CHN,NL,116,305,29,62,13,3,3,36,1,1,34,26,7,1,3,5,13 +rajsida01,1978,1,NYA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ramosbo01,1978,1,MON,NL,2,4,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1 +ramosdo01,1978,1,NYA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ramsemi01,1978,1,SLN,NL,12,5,4,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +randabo01,1978,1,MIN,AL,119,330,36,89,11,3,0,21,5,3,24,22,0,6,13,2,7 +randlle01,1978,1,NYN,NL,132,437,53,102,16,8,2,35,14,11,64,57,7,1,2,4,7 +randowi01,1978,1,NYA,AL,134,499,87,139,18,6,3,42,36,7,82,51,1,4,6,5,12 +rasmuer01,1978,1,SLN,NL,10,18,1,2,0,0,0,1,0,0,0,8,0,0,2,0,0 +rasmuer01,1978,2,SDN,NL,27,46,0,7,0,0,0,1,0,0,0,10,0,0,8,0,0 +raudo01,1978,1,LAN,NL,30,63,3,9,1,0,0,5,0,0,2,13,0,0,13,0,1 +rautzla01,1978,1,LAN,NL,43,4,0,0,0,0,0,0,0,0,0,1,0,0,2,0,0 +rawlesh01,1978,1,SEA,AL,53,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +redfepe01,1978,1,MIN,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reecebo01,1978,1,MON,NL,9,11,2,2,1,0,0,3,0,0,0,4,0,0,0,0,0 +reedro01,1978,1,PHI,NL,66,6,0,0,0,0,0,0,0,0,1,2,0,0,0,0,0 +reitzke01,1978,1,SLN,NL,150,540,41,133,26,2,10,75,1,0,23,61,5,5,3,7,13 +remyje01,1978,1,BOS,AL,148,583,87,162,24,6,2,44,30,13,40,55,0,0,14,6,13 +renkost01,1978,1,OAK,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reploan01,1978,1,ML4,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +retteme01,1978,1,CAL,AL,50,108,16,29,5,1,1,14,0,3,30,13,0,2,1,1,3 +reuscpa01,1978,1,CHN,NL,16,4,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +reuscpa01,1978,2,CLE,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reuscri01,1978,1,CHN,NL,35,73,5,10,2,0,0,4,1,0,4,23,0,1,10,1,0 +reussje01,1978,1,PIT,NL,23,27,1,5,2,0,0,1,0,0,0,12,0,0,0,0,1 +reverda01,1978,1,OAK,AL,152,521,49,141,21,3,16,46,0,1,26,55,5,0,2,4,12 +reynocr01,1978,1,SEA,AL,148,548,57,160,16,7,5,44,9,6,36,41,1,3,11,6,4 +reynodo01,1978,1,SDN,NL,57,87,8,22,2,0,0,10,1,0,15,14,2,0,0,0,0 +rhoderi01,1978,1,LAN,NL,30,52,5,7,1,0,0,4,0,0,3,14,0,0,6,1,1 +riccefr01,1978,1,HOU,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +riceji01,1978,1,BOS,AL,163,677,121,213,25,15,46,139,7,5,58,126,7,5,1,5,15 +richage01,1978,1,SDN,NL,154,555,90,171,26,12,4,45,37,17,64,80,7,4,2,4,9 +richajr01,1978,1,HOU,NL,37,101,8,18,0,0,1,10,1,1,1,27,0,0,5,0,2 +ripleal01,1978,1,BOS,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +riverbo01,1978,1,MIN,AL,101,251,35,68,8,2,3,23,5,3,35,47,1,2,5,2,3 +rivermi01,1978,1,NYA,AL,141,559,78,148,25,8,11,48,25,5,29,51,3,3,7,6,8 +roberbo01,1978,1,SEA,AL,64,174,17,40,5,2,8,28,0,0,24,39,1,1,0,1,6 +roberda05,1978,1,CHN,NL,37,52,4,17,3,0,2,7,0,0,2,7,0,0,3,0,2 +roberda06,1978,1,SDN,NL,54,97,7,21,4,1,1,7,0,0,12,25,6,1,2,0,2 +roberle01,1978,1,SEA,AL,134,472,78,142,21,7,22,92,6,3,41,52,2,8,3,4,7 +robinbi02,1978,1,PIT,NL,136,499,70,123,36,2,14,80,14,11,35,105,8,5,2,11,7 +robinbr02,1978,1,OAK,AL,28,84,5,21,3,1,0,8,0,0,3,8,0,0,1,0,2 +robindo01,1978,1,PIT,NL,35,85,2,20,2,0,0,3,0,0,0,22,0,0,4,0,0 +rockepa01,1978,1,ATL,NL,55,142,6,20,2,0,0,4,1,2,13,12,3,0,1,1,6 +rodriau01,1978,1,DET,AL,134,385,40,102,25,2,7,43,0,1,19,37,1,3,5,2,9 +rodried01,1978,1,ML4,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +roeniga01,1978,1,BAL,AL,27,58,5,15,3,0,3,15,0,1,8,3,0,1,1,2,3 +rogerst01,1978,1,MON,NL,30,71,2,8,0,0,0,3,0,0,3,17,0,0,8,0,2 +romoen01,1978,1,SEA,AL,56,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rookeji01,1978,1,PIT,NL,32,56,2,9,2,1,0,5,2,0,0,17,0,0,1,1,2 +rosepe01,1978,1,CIN,NL,159,655,103,198,51,3,7,52,13,9,62,30,6,3,2,7,8 +roystje01,1978,1,ATL,NL,140,529,67,137,17,8,2,35,27,17,56,49,2,3,8,4,9 +rozemda01,1978,1,DET,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rudijo01,1978,1,CAL,AL,133,497,58,127,27,1,17,79,2,1,28,82,4,2,3,6,10 +ruhleve01,1978,1,HOU,NL,13,18,0,1,0,0,0,1,0,0,2,14,0,0,1,0,1 +ruizch02,1978,1,ATL,NL,18,46,3,13,3,0,0,2,0,0,2,4,1,0,0,0,1 +russebi01,1978,1,LAN,NL,155,625,72,179,32,4,3,46,10,6,30,34,8,2,12,3,17 +ruthvdi01,1978,1,ATL,NL,13,24,0,2,0,0,0,0,0,0,0,11,0,0,3,0,0 +ruthvdi01,1978,2,PHI,NL,21,53,7,15,0,2,0,4,0,0,1,14,0,0,3,0,1 +ryanno01,1978,1,CAL,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sadekmi01,1978,1,SFN,NL,40,109,15,26,3,0,2,9,1,0,10,11,2,0,1,0,2 +sakatle01,1978,1,ML4,AL,30,78,8,15,4,0,0,3,1,0,8,11,1,0,0,0,3 +sambijo01,1978,1,HOU,NL,62,6,1,1,0,0,0,0,0,0,1,2,0,0,1,0,0 +samplbi01,1978,1,TEX,AL,8,15,2,7,2,0,0,3,0,0,0,3,0,0,0,0,0 +sandesc01,1978,1,MON,NL,10,19,0,2,0,0,0,0,0,0,0,11,0,0,2,0,0 +sanguma01,1978,1,PIT,NL,85,220,15,58,5,1,3,16,2,2,9,10,2,2,2,2,5 +sarmima01,1978,1,CIN,NL,64,16,0,0,0,0,0,0,0,0,0,7,0,1,1,0,0 +saucike01,1978,1,PHI,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +scarcma01,1978,1,MIN,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schatda01,1978,1,MON,NL,32,45,3,10,2,0,1,7,1,0,2,7,0,0,2,0,2 +schmimi01,1978,1,PHI,NL,145,513,93,129,27,2,21,78,19,6,91,103,12,4,0,8,4 +schuero01,1978,1,CHA,AL,31,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schulbu01,1978,1,SLN,NL,62,5,1,1,0,1,0,0,0,0,1,2,0,0,2,0,0 +scottge02,1978,1,BOS,AL,120,412,51,96,16,4,12,54,1,1,44,86,3,0,7,3,19 +scottro01,1978,1,CHN,NL,78,227,41,64,5,1,0,15,27,10,43,41,0,3,7,0,4 +scottto01,1978,1,SLN,NL,96,219,28,50,5,2,1,14,5,6,14,41,1,2,0,2,5 +seaveto01,1978,1,CIN,NL,36,74,5,9,1,0,0,4,0,0,8,31,0,0,13,0,0 +sembemi01,1978,1,CHN,NL,9,3,2,1,0,0,0,0,0,0,1,1,0,0,0,0,0 +seoanma01,1978,1,CHN,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +serumga01,1978,1,MIN,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sextoji01,1978,1,HOU,NL,88,141,17,29,3,2,2,6,16,2,13,28,1,0,1,0,0 +sherrde01,1978,1,NYA,AL,2,1,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +shirlbo01,1978,1,SDN,NL,50,40,4,5,0,0,0,2,0,0,4,16,0,0,7,0,0 +siebepa01,1978,1,NYN,NL,27,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +silvelu01,1978,1,KCA,AL,8,11,7,6,2,1,0,3,1,1,2,3,0,0,1,0,0 +simmote01,1978,1,SLN,NL,152,516,71,148,40,5,22,80,1,1,77,39,17,3,0,8,19 +simpsjo01,1978,1,LAN,NL,10,5,1,2,0,0,0,1,0,0,0,2,0,0,0,0,0 +singlke01,1978,1,BAL,AL,149,502,67,147,21,2,20,81,0,0,98,94,5,2,4,2,14 +sizemte01,1978,1,PHI,NL,108,351,38,77,12,0,0,25,8,1,25,29,8,1,4,5,14 +skaggda01,1978,1,BAL,AL,36,86,6,13,1,1,0,2,0,1,9,14,1,0,3,0,1 +skokcr01,1978,1,ATL,NL,43,8,1,2,1,0,0,0,0,0,0,3,0,0,0,0,0 +slatoji01,1978,1,DET,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smallha01,1978,1,ATL,NL,1,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1 +smallro02,1978,1,MIN,AL,158,586,80,160,31,3,19,77,2,8,85,70,3,1,23,7,16 +smithbi05,1978,1,BAL,AL,85,250,29,65,12,2,5,30,3,0,27,40,3,1,4,1,2 +smithlo01,1978,1,PHI,NL,17,4,6,0,0,0,0,0,4,0,4,3,0,0,0,0,0 +smithoz01,1978,1,SDN,NL,159,590,69,152,17,6,1,46,40,12,47,43,0,0,28,3,11 +smithre06,1978,1,LAN,NL,128,447,82,132,27,2,29,93,12,5,70,90,8,1,0,13,5 +soderer01,1978,1,CHA,AL,143,457,57,118,17,1,20,67,2,2,39,44,2,4,3,7,13 +solaito01,1978,1,CAL,AL,60,94,10,21,3,0,1,14,0,0,16,25,3,0,0,0,2 +solomed01,1978,1,ATL,NL,38,29,2,4,0,0,0,1,0,0,0,8,0,1,0,0,3 +sorenla01,1978,1,ML4,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sosael01,1978,1,OAK,AL,68,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sotoma01,1978,1,CIN,NL,5,2,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +speedho01,1978,1,CLE,AL,70,106,13,24,4,1,0,4,2,4,14,31,1,1,2,1,5 +speiech01,1978,1,MON,NL,150,501,47,126,18,3,5,51,1,0,60,75,10,1,2,6,14 +spencji01,1978,1,NYA,AL,71,150,12,34,9,1,7,24,0,1,15,32,3,0,0,1,4 +spencto01,1978,1,CHA,AL,29,65,3,12,1,0,0,4,0,1,2,9,0,0,0,0,1 +spikech01,1978,1,DET,AL,10,28,1,7,1,0,0,2,0,0,2,6,1,2,0,0,0 +spillda01,1978,1,SDN,NL,17,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0 +spillda01,1978,2,CLE,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +spilmha01,1978,1,CIN,NL,4,4,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +splitpa01,1978,1,KCA,AL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sprowbo01,1978,1,BOS,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +squirmi01,1978,1,CHA,AL,46,150,25,42,9,2,0,19,4,4,16,21,0,0,2,3,1 +staggst01,1978,1,OAK,AL,47,78,10,19,2,2,0,0,2,3,19,17,0,0,0,0,0 +stanhdo01,1978,1,BAL,AL,56,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stanlbo01,1978,1,BOS,AL,52,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stanlfr01,1978,1,NYA,AL,81,160,14,35,7,0,1,9,0,0,25,31,0,0,4,0,3 +stanlmi01,1978,1,DET,AL,53,151,15,40,9,0,3,8,0,1,9,19,0,0,0,0,3 +stantle01,1978,1,SEA,AL,93,302,24,55,11,0,3,24,1,0,34,80,1,1,3,2,6 +stargwi01,1978,1,PIT,NL,122,390,60,115,18,2,28,97,3,2,50,93,10,7,0,3,8 +staubru01,1978,1,DET,AL,162,642,75,175,30,1,24,121,3,1,76,35,5,3,2,11,24 +stearjo01,1978,1,NYN,NL,143,477,65,126,24,1,15,73,25,13,70,57,4,8,2,6,11 +stegmda01,1978,1,DET,AL,8,14,3,4,2,0,1,3,0,0,1,2,0,0,1,1,1 +steinbi02,1978,1,SEA,AL,114,403,41,105,24,4,4,37,1,0,37,56,3,0,2,7,10 +steinra02,1978,1,ML4,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stennre01,1978,1,PIT,NL,106,333,30,81,9,2,3,35,2,1,13,22,6,2,1,2,9 +stephea01,1978,1,BAL,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stewada01,1978,1,LAN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stewasa01,1978,1,BAL,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stinsbo01,1978,1,SEA,AL,124,364,46,94,14,3,11,55,2,1,45,42,1,6,4,4,10 +stoddti01,1978,1,BAL,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stonest01,1978,1,CHA,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +summech01,1978,1,CIN,NL,13,35,4,9,2,0,1,3,2,1,7,4,1,0,0,0,2 +sundbji01,1978,1,TEX,AL,149,518,54,144,23,6,6,58,2,5,64,70,6,3,3,4,18 +sutclri01,1978,1,LAN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +suthega01,1978,1,SLN,NL,10,6,1,1,0,0,0,0,0,0,0,0,0,0,2,0,0 +suttebr01,1978,1,CHN,NL,64,13,1,1,0,0,0,0,0,0,2,8,0,0,4,0,0 +suttodo01,1978,1,LAN,NL,34,72,1,6,0,0,0,3,0,0,4,22,0,0,14,0,0 +suttojo01,1978,1,MIN,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +swancr01,1978,1,NYN,NL,29,65,2,10,0,0,0,3,0,0,3,15,0,0,8,0,1 +sweetri01,1978,1,SDN,NL,88,226,15,50,8,0,1,11,1,4,27,22,7,1,4,1,4 +swishst01,1978,1,SLN,NL,45,115,11,32,5,1,1,10,1,0,8,14,0,1,0,0,6 +sykesbo01,1978,1,DET,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tabbje01,1978,1,OAK,AL,12,9,0,1,0,0,0,1,0,0,2,5,1,0,0,0,0 +tamarjo01,1978,1,SLN,NL,6,6,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +tamarjo01,1978,2,SFN,NL,36,92,6,22,4,1,1,8,1,1,18,7,5,0,2,1,1 +tananfr01,1978,1,CAL,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +taverfr01,1978,1,PIT,NL,157,654,81,182,31,9,0,38,46,25,29,60,3,5,12,2,4 +taylobr01,1978,1,DET,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tekulke01,1978,1,PIT,NL,91,21,1,2,0,0,0,0,0,0,1,9,0,0,0,0,0 +templga01,1978,1,SLN,NL,155,647,82,181,31,13,2,47,34,11,22,87,3,1,2,3,7 +tenacge01,1978,1,SDN,NL,142,401,60,90,18,4,16,61,6,5,101,98,8,11,0,2,5 +terreje01,1978,1,KCA,AL,73,133,14,27,1,0,0,8,8,4,4,13,0,0,9,1,4 +thayegr01,1978,1,MIN,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +theisdu01,1978,1,ATL,NL,3,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +thomade01,1978,1,SDN,NL,128,352,36,80,10,2,3,26,11,6,35,37,3,3,9,2,2 +thomaga01,1978,1,OAK,AL,47,154,17,31,4,1,5,16,4,1,15,44,2,0,2,0,3 +thomaga01,1978,2,NYA,AL,55,116,20,32,4,1,3,20,0,2,13,22,0,0,0,1,0 +thomago01,1978,1,ML4,AL,137,452,70,111,24,1,32,86,3,4,73,133,4,2,6,3,6 +thomaro02,1978,1,SLN,NL,16,4,0,1,0,0,0,1,0,0,0,1,0,0,0,0,0 +thompbo01,1978,1,TEX,AL,64,120,23,27,3,3,2,12,7,2,9,26,1,2,2,3,0 +thompja01,1978,1,DET,AL,153,589,79,169,25,3,26,96,0,0,74,96,3,0,1,5,11 +thompsc01,1978,1,CHN,NL,19,36,7,15,3,0,0,2,0,0,2,4,0,0,1,0,0 +thormpa01,1978,1,MIN,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thornan01,1978,1,CLE,AL,145,508,97,133,22,4,33,105,4,7,93,72,4,6,2,8,17 +throoge01,1978,1,KCA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tiantlu01,1978,1,BOS,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tidrodi01,1978,1,NYA,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tobikda01,1978,1,DET,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +toddji01,1978,1,SEA,AL,49,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tomlida01,1978,1,CIN,NL,57,5,0,1,0,0,0,1,0,0,0,2,0,0,0,0,0 +torremi01,1978,1,BOS,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +torrepa01,1978,1,CHA,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +torreru01,1978,1,CHA,AL,16,44,7,14,3,0,3,6,0,1,6,7,0,0,1,0,0 +trammal01,1978,1,DET,AL,139,448,49,120,14,6,2,34,3,1,45,56,0,2,6,3,12 +travebi01,1978,1,ML4,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +trevial01,1978,1,NYN,NL,6,12,3,3,0,0,0,0,0,0,1,2,0,0,0,0,1 +trillma01,1978,1,CHN,NL,152,552,53,144,17,5,4,55,0,7,50,67,3,2,3,8,10 +troutst01,1978,1,CHA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +turneje01,1978,1,SDN,NL,106,225,28,63,9,1,8,37,6,4,21,32,5,3,0,1,4 +twitcwa01,1978,1,MON,NL,33,24,0,2,0,0,0,1,0,0,2,17,0,0,2,0,0 +tysonmi01,1978,1,SLN,NL,125,377,26,88,16,0,3,26,2,0,24,41,7,0,1,3,14 +umbarji01,1978,1,TEX,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +underto01,1978,1,TOR,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +unserde01,1978,1,MON,NL,130,179,16,35,5,0,2,15,2,0,24,29,5,1,1,1,3 +upshawi01,1978,1,TOR,AL,95,224,26,53,8,2,1,17,4,6,21,35,0,0,2,3,4 +urreajo01,1978,1,SLN,NL,27,24,0,3,0,0,0,2,0,0,1,8,0,0,2,0,1 +vailmi01,1978,1,CLE,AL,14,34,2,8,2,1,0,2,1,1,1,9,1,0,1,1,0 +vailmi01,1978,2,CHN,NL,74,180,15,60,6,2,4,33,0,1,3,24,0,0,0,2,6 +valenbo02,1978,1,NYN,NL,69,160,17,43,7,0,1,18,1,1,19,18,1,1,6,2,7 +valenel01,1978,1,MON,NL,151,570,75,165,35,2,25,76,13,8,35,88,3,2,0,5,9 +velezot01,1978,1,TOR,AL,91,248,29,66,14,2,9,38,1,3,45,41,1,2,3,2,8 +veryzto01,1978,1,CLE,AL,130,421,48,114,18,4,1,32,1,2,13,36,0,5,15,4,7 +vuckope01,1978,1,SLN,NL,45,58,4,8,1,0,0,3,0,0,1,22,0,0,7,0,0 +wagnema01,1978,1,DET,AL,39,109,10,26,1,2,0,6,1,0,3,11,0,2,3,0,3 +waitsri01,1978,1,CLE,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wallada01,1978,1,TOR,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wallide01,1978,1,HOU,NL,120,247,30,62,11,3,3,36,9,2,30,24,3,1,0,2,2 +wallijo01,1978,1,CHN,NL,28,55,7,17,2,1,1,6,0,2,5,13,1,0,0,0,0 +wallijo01,1978,2,OAK,AL,85,279,28,66,16,1,6,26,1,4,26,42,1,0,4,2,2 +warthda01,1978,1,HOU,NL,5,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +washicl01,1978,1,TEX,AL,12,42,1,7,0,0,0,2,0,1,1,12,0,0,0,0,1 +washicl01,1978,2,CHA,AL,86,314,33,83,16,5,6,31,5,5,12,57,2,1,2,4,7 +washila01,1978,1,TEX,AL,3,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +washiul01,1978,1,KCA,AL,69,129,10,34,2,1,0,9,12,6,10,20,0,0,2,1,2 +wathajo01,1978,1,KCA,AL,67,190,19,57,10,1,2,28,2,1,3,12,1,4,3,3,5 +watsobo01,1978,1,HOU,NL,139,461,51,133,25,4,14,79,3,1,51,57,16,4,0,11,18 +wehrmda01,1978,1,SDN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +welchbo01,1978,1,LAN,NL,23,29,3,5,1,0,0,1,0,0,0,7,0,0,6,0,0 +wernedo01,1978,1,CIN,NL,50,113,7,17,2,1,0,11,1,0,14,30,2,1,0,4,1 +whisela01,1978,1,ATL,NL,6,16,1,3,1,0,0,2,0,0,1,2,0,0,0,0,0 +whitalo01,1978,1,DET,AL,139,484,71,138,12,7,3,58,7,7,61,65,0,1,13,8,9 +whitefr01,1978,1,KCA,AL,143,461,66,127,24,6,7,50,13,10,26,59,1,3,9,2,2 +whiteje01,1978,1,MON,NL,18,10,2,2,0,0,0,0,1,0,1,3,0,0,0,0,0 +whiteje01,1978,2,CHN,NL,59,136,22,37,6,0,1,10,4,3,23,16,1,0,1,2,3 +whitemy01,1978,1,LAN,NL,7,4,1,2,0,0,0,1,0,1,0,1,0,0,1,0,0 +whitero01,1978,1,NYA,AL,103,346,44,93,13,3,8,43,10,4,42,35,7,2,2,3,9 +whitfte01,1978,1,SFN,NL,149,488,70,141,20,2,10,32,5,11,33,69,5,2,17,3,9 +whitsed01,1978,1,PIT,NL,43,11,0,2,0,0,0,0,0,0,0,6,0,0,1,0,0 +whitter01,1978,1,TOR,AL,2,4,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +wilcomi01,1978,1,DET,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wileyma01,1978,1,SDN,NL,4,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +wileyma01,1978,2,TOR,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wilforo01,1978,1,MIN,AL,92,199,23,53,8,0,1,11,8,4,19,27,1,2,15,0,1 +wilheji01,1978,1,SDN,NL,10,19,2,7,2,0,0,4,1,0,0,2,0,1,1,1,0 +willich01,1978,1,SFN,NL,25,5,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +willimi01,1978,1,TOR,AL,44,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +williri03,1978,1,HOU,NL,17,5,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +willoji01,1978,1,CHA,AL,59,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +willsbu01,1978,1,TEX,AL,157,539,78,135,17,4,9,57,52,14,63,91,3,4,9,4,11 +wilsowi02,1978,1,KCA,AL,127,198,43,43,8,2,0,16,46,12,16,33,0,2,5,2,2 +winfida01,1978,1,SDN,NL,158,587,88,181,30,5,24,97,21,9,55,81,20,2,0,5,13 +wirthal01,1978,1,OAK,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wiseri01,1978,1,CLE,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wockejo01,1978,1,DET,AL,71,187,23,53,5,0,7,22,0,1,21,14,4,1,1,1,7 +wohlfji01,1978,1,ML4,AL,46,118,16,35,7,2,1,19,3,2,6,10,0,0,1,2,2 +wolfela01,1978,1,MIN,AL,88,235,25,55,10,1,3,25,0,1,36,27,0,0,3,3,8 +woodada01,1978,1,OAK,AL,33,9,10,0,0,0,0,0,3,4,1,1,0,0,0,0,0 +woodsal01,1978,1,TOR,AL,62,220,19,53,12,3,3,25,1,2,11,23,1,1,5,2,5 +woodsga01,1978,1,TOR,AL,8,19,1,3,1,0,0,0,1,0,1,1,0,0,0,0,0 +woodwi01,1978,1,CHA,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +worthri01,1978,1,CHA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wrighji02,1978,1,BOS,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wynegbu01,1978,1,MIN,AL,135,454,36,104,22,1,4,45,1,0,47,42,2,6,11,4,7 +yastrca01,1978,1,BOS,AL,144,523,70,145,21,2,17,81,4,5,76,44,8,3,1,8,9 +yeagest01,1978,1,LAN,NL,94,228,19,44,7,0,4,23,0,0,36,41,11,0,0,2,3 +youngjo02,1978,1,NYN,NL,113,266,40,67,12,8,7,30,4,0,16,39,1,1,1,3,4 +youngki01,1978,1,DET,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +yountro01,1978,1,ML4,AL,127,502,66,147,23,9,9,71,16,5,24,43,1,1,13,5,5 +yurakje01,1978,1,ML4,AL,5,5,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +zachrpa01,1978,1,NYN,NL,21,43,4,3,0,0,0,0,0,0,4,19,0,0,5,0,2 +zahnge01,1978,1,MIN,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +zamoros01,1978,1,HOU,NL,10,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +zdebjo01,1978,1,KCA,AL,60,127,18,32,2,3,0,11,3,0,7,18,0,0,5,2,2 +zeberge01,1978,1,NYA,AL,3,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ziskri01,1978,1,TEX,AL,140,511,68,134,19,1,22,85,3,3,58,76,7,3,4,5,14 +aasedo01,1979,1,CAL,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +abbotgl01,1979,1,SEA,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +adamsgl01,1979,1,MIN,AL,119,326,34,98,13,1,8,50,2,2,25,27,0,3,1,6,3 +aikenwi01,1979,1,CAL,AL,116,379,59,106,18,0,21,81,1,3,61,79,8,1,0,6,10 +aingeda01,1979,1,TOR,AL,87,308,26,73,7,1,2,19,1,0,12,58,1,2,7,2,8 +alexado01,1979,1,TEX,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +alexaga01,1979,1,CLE,AL,110,358,54,82,9,2,15,54,4,2,46,100,3,1,3,7,7 +alexama01,1979,1,PIT,NL,44,13,16,7,0,1,0,1,13,1,0,0,0,0,0,0,0 +allarbr01,1979,1,TEX,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +allenga01,1979,1,BOS,AL,108,241,27,49,10,2,3,22,1,1,20,42,0,1,6,3,8 +allenne01,1979,1,NYN,NL,50,14,0,0,0,0,0,0,0,0,0,6,0,0,0,0,0 +almonbi01,1979,1,SDN,NL,100,198,20,45,3,0,1,8,6,5,21,48,7,0,5,2,1 +alouje01,1979,1,HOU,NL,42,43,3,11,4,0,0,10,0,0,6,7,1,0,0,0,4 +alstode01,1979,1,CLE,AL,54,62,10,18,0,2,1,12,4,4,10,10,1,0,1,1,0 +anderji01,1979,1,CAL,AL,96,234,33,58,13,1,3,23,3,2,17,31,0,1,9,3,6 +anderla02,1979,1,CLE,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +andermi01,1979,1,PHI,NL,79,78,12,18,4,0,1,2,1,2,13,14,0,0,0,0,2 +anderri01,1979,1,NYA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +andrero01,1979,1,SFN,NL,75,154,22,40,3,0,2,13,4,1,8,9,0,0,4,4,5 +andujjo01,1979,1,HOU,NL,46,57,3,5,1,0,2,7,0,0,2,32,0,0,5,1,0 +armasto01,1979,1,OAK,AL,80,278,29,69,9,3,11,34,1,0,16,67,2,1,0,2,6 +arroyfe01,1979,1,DET,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ashbyal01,1979,1,HOU,NL,108,336,25,68,15,2,2,35,0,0,26,70,10,2,3,3,8 +asselbr01,1979,1,ATL,NL,8,10,1,1,0,0,0,0,0,0,1,2,1,0,0,0,1 +atkinbi01,1979,1,MON,NL,10,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +auerbri01,1979,1,CIN,NL,62,100,17,21,8,1,1,12,0,1,14,19,1,0,1,1,1 +augusje01,1979,1,ML4,AL,43,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +avilera01,1979,1,PHI,NL,27,61,7,17,2,0,0,12,0,0,8,8,1,1,3,0,1 +ayalabe01,1979,1,BAL,AL,42,86,15,22,5,0,6,13,0,0,6,9,1,0,0,2,2 +babcobo01,1979,1,TEX,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bacsimi01,1979,1,MIN,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bahnsst01,1979,1,MON,NL,55,14,2,1,0,0,1,2,0,0,0,5,0,0,0,0,0 +bailobo01,1979,1,TOR,AL,130,414,50,95,11,5,1,38,14,8,36,27,2,6,4,5,6 +bairdo01,1979,1,CIN,NL,65,8,0,0,0,0,0,0,0,0,0,5,0,0,0,0,0 +bakerdu01,1979,1,LAN,NL,151,554,86,152,29,1,23,88,11,4,56,70,0,1,2,3,16 +bakerst01,1979,1,DET,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +baldwre01,1979,1,HOU,NL,14,20,0,4,1,0,0,1,0,0,0,1,0,0,0,0,2 +bandosa01,1979,1,ML4,AL,130,476,57,117,14,3,9,43,2,0,57,42,3,3,6,1,17 +bannial01,1979,1,CHA,AL,136,506,71,144,28,8,2,55,22,6,43,40,1,3,4,4,9 +bannifl01,1979,1,SEA,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barkele01,1979,1,CLE,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barlomi01,1979,1,CAL,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barrage01,1979,1,KCA,AL,5,5,3,3,1,0,0,0,3,1,0,0,0,0,0,0,0 +barrifr01,1979,1,CHA,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barrji01,1979,1,CAL,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bassra01,1979,1,MON,NL,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +baumgro01,1979,1,CHA,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +baylodo01,1979,1,CAL,AL,162,628,120,186,33,3,36,139,22,12,71,51,6,11,0,12,10 +beallbo01,1979,1,ATL,NL,17,15,1,2,2,0,0,1,0,0,3,4,0,0,0,1,0 +beamoch02,1979,1,SEA,AL,27,25,5,5,1,0,0,0,1,0,0,5,0,0,0,0,1 +beattji01,1979,1,NYA,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +beckwjo01,1979,1,LAN,NL,17,5,1,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +belanma01,1979,1,BAL,AL,101,198,28,33,6,2,0,9,5,1,29,33,0,1,11,3,3 +bellbu01,1979,1,TEX,AL,162,670,89,200,42,3,18,101,5,4,30,45,4,3,7,10,16 +bellke01,1979,1,CHA,AL,70,200,20,49,8,1,4,22,2,4,15,43,0,0,3,1,3 +benchjo01,1979,1,CIN,NL,130,464,73,128,19,0,22,80,4,2,67,73,8,0,3,4,11 +benedbr01,1979,1,ATL,NL,76,204,14,46,11,0,0,15,1,3,33,18,3,0,2,2,4 +beniqju01,1979,1,NYA,AL,62,142,19,36,6,1,4,17,3,3,9,17,0,2,1,4,5 +berenju01,1979,1,NYN,NL,5,7,0,1,0,0,0,0,0,0,2,2,0,0,1,0,0 +bergmda01,1979,1,HOU,NL,13,15,4,6,0,0,1,2,0,0,0,3,0,0,0,0,0 +bernadw01,1979,1,NYN,NL,32,0,0,0,0,0,0,0,0,0,1,0,0,0,2,0,0 +bernato01,1979,1,MON,NL,22,40,11,12,2,0,1,8,1,2,15,12,0,1,2,0,2 +bernhju01,1979,1,SEA,AL,1,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +berrada01,1979,1,PIT,NL,44,123,11,26,5,0,3,15,0,0,11,17,2,0,2,2,5 +bevacku01,1979,1,SDN,NL,114,297,23,75,12,4,1,34,2,5,38,25,2,0,5,6,13 +bibbyji01,1979,1,PIT,NL,34,45,3,8,1,0,2,5,0,0,0,25,0,1,6,0,0 +biittla01,1979,1,CHN,NL,111,272,35,79,13,3,3,50,1,1,21,23,1,0,0,2,10 +billija01,1979,1,DET,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +birddo01,1979,1,PHI,NL,32,6,1,1,0,0,0,0,0,0,1,4,0,0,0,0,0 +blackti01,1979,1,CHN,NL,63,122,8,20,3,1,0,12,0,0,32,25,1,1,2,2,3 +blairpa01,1979,1,NYA,AL,2,5,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +blairpa01,1979,2,CIN,NL,75,140,7,21,4,1,2,15,0,0,11,27,3,0,2,2,4 +blankla01,1979,1,TEX,AL,68,120,13,24,5,0,1,15,0,0,11,9,0,0,3,4,1 +bluevi01,1979,1,SFN,NL,37,83,7,10,1,0,1,3,0,0,6,35,0,0,8,0,0 +blylebe01,1979,1,PIT,NL,38,70,1,9,1,0,0,3,0,0,0,33,0,0,15,0,2 +bochtbr01,1979,1,SEA,AL,150,554,81,175,38,6,16,100,2,2,67,64,8,2,3,10,27 +bochybr01,1979,1,HOU,NL,56,129,11,28,4,0,1,6,0,0,13,25,4,1,0,0,5 +boggsto01,1979,1,ATL,NL,3,4,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +boiscbr01,1979,1,NYN,NL,59,98,7,18,5,1,0,4,0,2,3,24,0,1,1,3,2 +boitada01,1979,1,ML4,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bondsbo01,1979,1,CLE,AL,146,538,93,148,24,1,25,85,34,23,74,135,4,8,4,7,9 +bonhabi01,1979,1,CIN,NL,29,57,3,8,2,0,0,2,0,0,0,18,0,0,6,0,1 +bonneba01,1979,1,ATL,NL,127,375,47,97,20,3,12,45,8,7,26,55,2,3,7,1,10 +boonebo01,1979,1,PHI,NL,119,398,38,114,21,3,9,58,1,4,49,33,9,2,4,1,9 +borbope01,1979,1,CIN,NL,30,6,2,2,0,0,0,0,0,0,0,1,0,0,0,0,0 +borbope01,1979,2,SFN,NL,30,3,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +borgmgl01,1979,1,MIN,AL,31,70,4,14,3,0,0,8,1,0,12,11,0,0,2,0,3 +bosetri01,1979,1,TOR,AL,162,619,59,161,35,2,8,65,13,12,22,70,0,3,6,7,17 +bosleth01,1979,1,CHA,AL,36,77,13,24,1,1,1,8,4,1,9,14,0,0,0,0,1 +bottira01,1979,1,CAL,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bowala01,1979,1,PHI,NL,147,539,74,130,17,11,0,31,20,9,61,32,5,1,12,6,11 +boylado01,1979,1,PIT,NL,4,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +bradfla01,1979,1,ATL,NL,21,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +brancro01,1979,1,SEA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +braunst01,1979,1,KCA,AL,58,116,15,31,2,0,4,10,0,0,22,11,2,0,1,0,2 +brettge01,1979,1,KCA,AL,154,645,119,212,42,20,23,107,17,10,51,36,14,0,1,4,8 +brettke01,1979,1,MIN,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brettke01,1979,2,LAN,NL,30,11,0,3,0,0,0,2,0,0,0,2,0,0,0,0,1 +briggda01,1979,1,SDN,NL,104,227,34,47,4,3,8,30,2,1,18,45,5,5,1,3,3 +brizzto01,1979,1,ATL,NL,20,35,1,1,0,0,0,1,0,0,2,14,0,0,1,1,0 +brocklo01,1979,1,SLN,NL,120,405,56,123,15,4,5,38,21,12,23,43,1,3,0,5,7 +brohaja01,1979,1,BOS,AL,64,192,25,51,7,1,1,11,0,3,15,15,1,0,1,2,8 +brookto01,1979,1,DET,AL,60,190,23,50,5,2,4,21,10,3,11,40,0,2,4,1,3 +brownbo04,1979,1,TOR,AL,4,10,1,0,0,0,0,0,0,0,2,1,0,0,0,0,0 +brownbo04,1979,2,NYA,AL,30,68,7,17,3,1,0,3,2,1,2,17,0,0,1,0,0 +brunoto01,1979,1,SLN,NL,27,5,0,1,0,0,0,0,0,0,0,2,0,0,1,0,0 +brusswa01,1979,1,PHI,NL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bryande01,1979,1,OAK,AL,39,106,8,19,2,1,0,13,0,0,10,10,1,0,2,2,4 +bucknbi01,1979,1,CHN,NL,149,591,72,168,34,7,14,66,9,4,30,28,6,2,1,4,16 +bumbral01,1979,1,BAL,AL,148,569,80,162,29,1,7,49,37,12,43,74,3,3,2,4,6 +burgmto01,1979,1,BOS,AL,44,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +burkegl01,1979,1,OAK,AL,23,89,4,19,2,1,0,4,3,1,4,10,1,0,1,0,3 +burleri01,1979,1,BOS,AL,153,627,93,174,32,5,5,60,9,5,35,54,0,3,9,8,13 +burnsbr01,1979,1,CHA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +burnssh01,1979,1,DET,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +burrira01,1979,1,CHN,NL,14,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +burrira01,1979,2,NYA,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +burrira01,1979,3,NYN,NL,4,6,0,1,0,0,0,0,0,0,0,2,0,0,1,0,0 +burroje01,1979,1,ATL,NL,116,397,49,89,14,1,11,47,2,2,73,75,7,3,0,2,14 +busbyst01,1979,1,KCA,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +busketo01,1979,1,TOR,AL,44,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cabelen01,1979,1,HOU,NL,155,603,60,164,30,5,6,67,37,18,21,68,7,3,2,1,18 +cagewa01,1979,1,CLE,AL,29,56,6,13,2,0,1,6,0,2,5,16,0,0,0,0,1 +caldwmi01,1979,1,ML4,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +campabe01,1979,1,TEX,AL,8,9,2,1,0,0,0,0,1,0,1,3,0,0,0,0,0 +campabe01,1979,2,CAL,AL,85,239,27,56,4,4,0,15,12,4,19,32,0,2,11,2,8 +campbbi02,1979,1,BOS,AL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +candejo01,1979,1,PIT,NL,33,68,0,9,4,0,0,6,0,0,1,18,0,0,8,0,4 +cannojo01,1979,1,TOR,AL,61,142,14,30,1,1,1,5,12,2,1,34,0,0,3,0,2 +capildo01,1979,1,CIN,NL,5,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +capildo01,1979,2,CHN,NL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +carbobe01,1979,1,SLN,NL,52,64,6,18,1,0,3,12,1,0,10,22,0,0,0,2,0 +cardejo02,1979,1,PHI,NL,29,48,4,10,3,0,0,9,1,0,8,8,1,0,0,0,3 +cardejo02,1979,2,NYN,NL,11,37,8,11,4,0,2,4,1,0,6,3,0,1,0,0,0 +carewro01,1979,1,CAL,AL,110,409,78,130,15,3,3,44,18,8,73,46,7,0,8,3,9 +carltst01,1979,1,PHI,NL,36,94,9,21,3,0,0,10,1,0,3,17,0,1,2,1,4 +cartega01,1979,1,MON,NL,141,505,74,143,26,5,22,75,3,2,40,62,3,5,2,7,11 +cartyri01,1979,1,TOR,AL,132,461,48,118,26,0,12,55,3,1,46,45,4,1,0,4,21 +cashda01,1979,1,MON,NL,76,187,24,60,11,1,2,19,7,4,12,12,0,0,2,2,6 +castibo01,1979,1,LAN,NL,19,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +castijo01,1979,1,MIN,AL,148,393,49,112,13,8,5,52,5,2,27,72,0,1,22,2,9 +castrbi01,1979,1,ML4,AL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +caudibi01,1979,1,CHN,NL,29,17,0,1,0,0,0,0,0,0,0,10,0,0,4,0,0 +cedence01,1979,1,HOU,NL,132,470,57,123,27,4,6,54,30,13,64,52,8,3,3,9,15 +ceronri01,1979,1,TOR,AL,136,469,47,112,27,4,7,61,1,4,37,40,1,1,3,4,5 +ceyro01,1979,1,LAN,NL,150,487,77,137,20,1,28,81,3,3,86,85,8,2,0,4,11 +chalkda01,1979,1,TEX,AL,9,8,0,2,0,0,0,0,0,0,0,0,0,0,1,0,1 +chalkda01,1979,2,OAK,AL,66,212,15,47,6,0,2,13,2,1,29,14,0,1,7,1,6 +chambch01,1979,1,NYA,AL,149,554,61,155,27,3,18,63,3,2,34,53,4,5,1,5,9 +chambcr01,1979,1,KCA,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chaneda01,1979,1,ATL,NL,63,117,15,19,5,0,0,10,2,1,19,34,2,0,0,1,2 +chapmke01,1979,1,NYN,NL,35,80,7,12,1,2,0,4,0,0,5,15,0,0,1,1,1 +chappha01,1979,1,CHA,AL,26,59,9,17,1,0,1,4,1,1,5,5,0,1,0,0,2 +chismto01,1979,1,BAL,AL,6,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1 +chrisga01,1979,1,KCA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chrisla01,1979,1,PHI,NL,19,31,4,9,3,1,1,1,1,0,2,13,0,0,3,0,0 +chrismi01,1979,1,DET,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clancji01,1979,1,TOR,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clarkbo04,1979,1,CAL,AL,19,54,8,16,2,2,1,5,1,1,5,11,0,0,1,0,3 +clarkja01,1979,1,SFN,NL,143,527,84,144,25,2,26,86,11,8,63,95,6,1,1,6,9 +clayke01,1979,1,NYA,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clearma01,1979,1,CAL,AL,52,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clevere01,1979,1,ML4,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clinege01,1979,1,CHN,NL,10,10,0,2,0,0,0,0,0,0,0,1,0,0,0,0,0 +clydeda01,1979,1,CLE,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +colbemi01,1979,1,CHA,AL,32,83,5,20,5,1,0,8,0,0,4,25,0,0,4,0,1 +colemjo05,1979,1,SFN,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +colemjo05,1979,2,PIT,NL,10,5,0,1,1,0,0,0,0,0,0,3,0,0,0,0,0 +collida02,1979,1,CIN,NL,122,396,59,126,16,4,3,35,16,9,27,48,2,2,3,1,6 +comerst01,1979,1,TEX,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +conceda01,1979,1,CIN,NL,149,590,91,166,25,3,16,84,19,7,64,73,5,0,6,6,18 +coopece01,1979,1,ML4,AL,150,590,83,182,44,1,24,106,15,3,56,77,10,0,6,8,14 +corcoti01,1979,1,DET,AL,18,22,4,5,1,0,0,6,1,1,4,2,1,0,0,1,1 +coreyma01,1979,1,BAL,AL,13,13,1,2,0,0,0,1,1,0,0,4,0,0,0,0,1 +correvi01,1979,1,CIN,NL,48,133,14,31,12,0,1,15,0,0,14,26,2,1,1,1,3 +cowenal01,1979,1,KCA,AL,136,516,69,152,18,7,9,73,10,8,40,44,4,3,2,7,12 +coxla01,1979,1,SEA,AL,100,293,32,63,11,3,4,36,2,1,22,39,0,0,3,5,9 +coxte02,1979,1,CLE,AL,78,189,17,40,6,0,4,22,3,4,14,27,1,2,2,1,7 +craigro02,1979,1,SEA,AL,16,52,9,20,8,1,0,6,1,1,1,5,0,0,0,0,0 +cromawa01,1979,1,MON,NL,158,659,84,181,46,5,8,46,8,7,38,78,19,1,6,6,11 +crowlte01,1979,1,BAL,AL,61,63,8,20,5,1,1,8,0,0,14,13,2,1,0,0,2 +cruzhe01,1979,1,SFN,NL,16,25,2,3,0,0,0,1,0,0,3,7,0,0,0,0,2 +cruzhe01,1979,2,CIN,NL,74,182,24,44,10,2,4,27,0,1,31,39,3,0,1,1,8 +cruzjo01,1979,1,HOU,NL,157,558,73,161,33,7,9,72,36,14,72,66,16,0,1,5,5 +cruzju01,1979,1,SEA,AL,107,414,70,112,16,2,1,29,49,9,62,61,0,0,4,3,7 +cruzto02,1979,1,KCA,AL,55,118,9,24,7,0,2,15,0,1,3,19,0,1,1,3,2 +cruzvi01,1979,1,CLE,AL,61,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cubbami01,1979,1,MIN,AL,94,243,26,67,10,1,2,23,1,8,39,26,2,0,5,4,2 +curtijo01,1979,1,SFN,NL,29,34,3,5,1,0,0,3,0,0,2,9,0,1,6,0,0 +dacqujo01,1979,1,SDN,NL,51,31,0,4,2,0,0,3,0,0,2,21,0,2,3,0,0 +dadepa01,1979,1,CLE,AL,44,170,22,48,4,1,3,18,12,6,12,22,1,0,1,2,1 +dadepa01,1979,2,SDN,NL,76,283,38,78,19,2,1,19,13,5,14,48,0,2,7,3,6 +darwida01,1979,1,TEX,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dauerri01,1979,1,BAL,AL,142,479,63,123,20,0,9,61,0,1,36,36,2,1,4,8,15 +davalvi01,1979,1,LAN,NL,29,27,2,7,1,0,0,2,2,0,2,0,0,0,0,0,0 +davisbo02,1979,1,TOR,AL,32,89,6,11,2,0,1,8,0,0,6,15,0,1,5,0,7 +davisdi02,1979,1,ML4,AL,91,335,51,89,13,1,12,41,3,3,16,46,0,0,1,1,10 +davisro02,1979,1,NYA,AL,44,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +davisst01,1979,1,CHN,NL,3,4,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0 +daviswi02,1979,1,CAL,AL,43,56,9,14,2,1,0,2,1,0,4,7,0,0,1,0,2 +dawsoan01,1979,1,MON,NL,155,639,90,176,24,12,25,92,35,10,27,115,5,6,8,4,10 +decindo01,1979,1,BAL,AL,120,422,67,97,27,1,16,61,5,3,54,68,5,3,0,5,11 +deckejo01,1979,1,SEA,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +defrear01,1979,1,CIN,NL,23,34,2,7,2,0,0,4,0,0,0,16,0,0,0,1,1 +dejesiv01,1979,1,CHN,NL,160,636,92,180,26,10,5,52,24,20,59,82,1,2,17,2,9 +dempsri01,1979,1,BAL,AL,124,368,48,88,23,0,6,41,0,1,38,37,1,0,3,4,12 +dennyjo01,1979,1,SLN,NL,31,70,5,9,2,1,0,3,1,2,1,21,0,0,8,1,0 +dentbu01,1979,1,NYA,AL,141,431,47,99,14,2,2,32,0,0,37,30,1,1,13,8,5 +devinad01,1979,1,ATL,NL,40,7,0,0,0,0,0,0,0,0,0,5,0,0,0,0,0 +diazbo01,1979,1,CLE,AL,15,32,0,5,2,0,0,1,0,0,2,6,0,0,1,0,1 +dillast01,1979,1,CHN,NL,89,166,31,47,6,1,5,24,1,0,17,24,4,1,5,1,4 +dilonmi01,1979,1,OAK,AL,30,91,15,17,1,2,1,6,6,5,6,7,0,0,2,0,2 +dilonmi01,1979,2,CHN,NL,43,36,14,11,0,0,0,1,15,5,2,5,0,0,0,0,0 +dimmemi01,1979,1,SLN,NL,6,3,1,1,0,0,0,0,0,1,0,0,0,0,0,0,0 +dixonto01,1979,1,HOU,NL,19,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +donohto01,1979,1,CAL,AL,38,107,13,24,3,1,3,14,2,0,3,29,0,2,1,0,1 +dotsori01,1979,1,CHA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +downibr01,1979,1,CAL,AL,148,509,87,166,27,3,12,75,3,3,77,57,4,5,3,2,17 +doylebr01,1979,1,NYA,AL,20,32,2,4,2,0,0,5,0,0,3,1,0,0,1,0,1 +dragodi01,1979,1,BOS,AL,53,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dressro01,1979,1,SEA,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +driesda01,1979,1,CIN,NL,150,515,72,129,24,3,18,75,11,5,62,77,11,3,2,7,6 +duffyfr01,1979,1,BOS,AL,6,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +dwyerji01,1979,1,BOS,AL,76,113,19,30,7,0,2,14,3,1,17,9,1,1,0,2,7 +dyerdu01,1979,1,MON,NL,28,74,4,18,6,0,1,8,0,0,9,17,4,0,0,0,1 +easlemi01,1979,1,PIT,NL,55,54,8,15,1,1,2,11,0,1,8,13,0,0,0,0,0 +easteja01,1979,1,ATL,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +eastwra01,1979,1,PHI,NL,51,7,0,0,0,0,0,0,0,0,0,5,0,0,0,0,0 +eatoncr01,1979,1,KCA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +eckerde01,1979,1,BOS,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +eddyst01,1979,1,CAL,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +edgebu01,1979,1,TOR,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +edwarda01,1979,1,MIN,AL,96,229,42,57,8,0,8,35,6,3,24,45,1,1,3,0,5 +edwarmi01,1979,1,OAK,AL,122,400,35,93,12,2,1,23,10,6,15,37,0,2,4,1,11 +eicheju01,1979,1,SDN,NL,3,5,1,2,1,0,0,1,0,0,1,2,0,0,1,0,0 +ellisdo01,1979,1,TEX,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ellisdo01,1979,2,NYN,NL,17,26,2,2,0,0,0,1,0,0,1,7,0,0,1,0,0 +ellisdo01,1979,3,PIT,NL,3,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ellisjo01,1979,1,TEX,AL,111,316,33,90,12,0,12,61,2,2,15,55,1,2,0,4,3 +erickro01,1979,1,MIN,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +espinni01,1979,1,PHI,NL,36,72,3,14,2,0,0,6,0,1,4,15,0,0,4,0,2 +esserma01,1979,1,CHA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +essiaji01,1979,1,OAK,AL,98,313,34,76,16,0,8,40,0,1,25,29,1,2,3,9,12 +evansba01,1979,1,SDN,NL,56,162,9,35,5,0,1,14,0,2,5,16,0,0,5,2,2 +evansda01,1979,1,SFN,NL,160,562,68,142,23,2,17,70,6,7,91,80,14,2,1,5,6 +evansdw01,1979,1,BOS,AL,152,489,69,134,24,1,21,58,6,9,69,76,7,1,3,1,14 +faheybi01,1979,1,SDN,NL,73,209,14,60,8,1,3,19,1,1,21,17,5,0,3,3,4 +falcope01,1979,1,NYN,NL,33,52,1,9,0,0,0,2,0,0,2,19,0,0,5,0,2 +farmeed01,1979,1,TEX,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +farmeed01,1979,2,CHA,AL,42,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +feltote01,1979,1,MIN,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fergujo01,1979,1,LAN,NL,122,363,54,95,14,0,20,69,1,0,70,68,6,2,2,5,10 +ferrese01,1979,1,NYN,NL,32,7,7,0,0,0,0,0,0,2,2,3,0,0,0,0,0 +ferribo01,1979,1,CAL,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fidryma01,1979,1,DET,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +figueed01,1979,1,NYA,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +finchjo01,1979,1,BOS,AL,15,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fingero01,1979,1,SDN,NL,54,12,1,1,0,0,0,2,0,0,0,2,0,0,1,0,0 +fiskca01,1979,1,BOS,AL,91,320,49,87,23,2,10,42,3,0,10,38,0,6,1,3,9 +flanami01,1979,1,BAL,AL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +flannti01,1979,1,SDN,NL,22,65,2,10,0,1,0,4,0,0,4,5,1,2,1,1,3 +flinnjo01,1979,1,BAL,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +floregi01,1979,1,NYN,NL,70,93,9,18,1,1,1,10,2,0,8,17,0,1,3,1,1 +flynndo01,1979,1,NYN,NL,157,555,35,135,19,5,4,61,0,3,17,46,7,0,6,2,15 +foleyma01,1979,1,CHA,AL,34,97,6,24,3,0,2,10,0,0,7,5,1,0,4,2,4 +foliti01,1979,1,NYN,NL,3,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1 +foliti01,1979,2,PIT,NL,133,525,70,153,23,1,1,65,6,5,28,14,0,9,19,6,7 +footeba01,1979,1,CHN,NL,132,429,47,109,26,0,16,56,5,2,34,49,7,5,0,1,12 +fordda01,1979,1,CAL,AL,142,569,100,165,26,5,21,101,8,5,40,86,0,3,3,13,17 +fordda02,1979,1,BAL,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +forscbo01,1979,1,SLN,NL,33,73,7,8,2,2,0,5,0,0,5,17,0,0,4,2,1 +forscke01,1979,1,HOU,NL,26,58,4,8,1,0,0,3,0,0,4,22,0,0,6,0,1 +forstte01,1979,1,LAN,NL,17,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +fossera01,1979,1,ML4,AL,19,52,6,12,3,1,0,2,0,0,2,6,0,2,0,0,1 +fostege01,1979,1,CIN,NL,121,440,68,133,18,3,30,98,0,2,59,105,7,3,0,3,11 +frazige01,1979,1,SLN,NL,25,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +freedro01,1979,1,SLN,NL,34,31,2,8,2,0,2,8,0,0,5,7,0,0,0,0,1 +freisda01,1979,1,TOR,AL,42,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +friaspe01,1979,1,ATL,NL,140,475,41,123,18,4,1,44,3,2,20,36,5,2,10,3,13 +frostda01,1979,1,CAL,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +frymawo01,1979,1,MON,NL,44,7,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +fulghjo01,1979,1,SLN,NL,22,42,3,6,2,0,0,4,0,0,6,21,0,0,11,0,0 +galasbo01,1979,1,ML4,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +galeri01,1979,1,KCA,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gamblos01,1979,1,TEX,AL,64,161,27,54,6,0,8,32,2,1,37,15,11,1,0,2,6 +gamblos01,1979,2,NYA,AL,36,113,21,44,4,1,11,32,0,0,13,13,1,0,0,0,1 +gantnji01,1979,1,ML4,AL,70,208,29,59,10,3,2,22,3,5,16,17,1,2,5,3,3 +garbege01,1979,1,ATL,NL,68,10,0,3,0,0,0,1,0,0,3,4,0,0,2,0,0 +garcida01,1979,1,NYA,AL,11,38,3,10,1,0,0,4,2,0,0,2,0,0,0,0,1 +garciki01,1979,1,BAL,AL,126,417,54,103,15,9,5,24,11,9,32,87,0,2,5,1,14 +garlawa01,1979,1,CLE,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +garneph01,1979,1,PIT,NL,150,549,76,161,32,8,11,59,17,8,55,74,15,3,2,3,6 +garrra01,1979,1,CHA,AL,102,307,34,86,10,2,9,39,2,4,17,19,0,1,2,2,5 +garrra01,1979,2,CAL,AL,6,24,0,3,0,0,0,0,0,0,0,3,0,0,0,0,0 +garvest01,1979,1,LAN,NL,162,648,92,204,32,1,28,110,3,6,37,59,16,2,4,6,25 +garvije01,1979,1,TOR,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gatesjo01,1979,1,CHA,AL,16,16,5,1,0,1,0,1,1,1,2,3,0,0,0,0,0 +gaudeji01,1979,1,KCA,AL,3,6,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +geiseda01,1979,1,CHN,NL,7,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +geronce01,1979,1,CIN,NL,123,356,38,85,17,4,4,38,1,1,37,56,11,2,3,2,8 +gibsoki01,1979,1,DET,AL,12,38,3,9,3,0,1,4,3,3,1,3,0,0,0,0,0 +gleatje01,1979,1,TEX,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +glynned01,1979,1,NYN,NL,46,4,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +goltzda01,1979,1,MIN,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gomezlu01,1979,1,TOR,AL,59,163,11,39,7,0,0,11,1,0,6,17,0,0,2,0,7 +gonzada01,1979,1,DET,AL,7,18,1,4,1,0,0,2,1,0,0,2,0,0,0,0,2 +gonzafe01,1979,1,SDN,NL,114,323,22,70,13,3,9,34,0,0,18,34,11,0,0,0,8 +gonzaju02,1979,1,HOU,NL,68,181,16,45,5,2,0,10,2,1,5,14,0,3,6,0,4 +goodwda01,1979,1,MIN,AL,58,159,22,46,8,5,5,27,0,0,11,23,1,0,2,0,5 +gossari01,1979,1,NYA,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grahada01,1979,1,MIN,AL,2,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grayga01,1979,1,TEX,AL,16,42,4,10,0,0,0,1,1,1,2,8,0,0,0,0,2 +greenal01,1979,1,DET,AL,29,59,9,8,1,0,3,6,0,1,10,15,1,0,0,1,1 +greerbr01,1979,1,SDN,NL,4,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +grichbo01,1979,1,CAL,AL,153,534,78,157,30,5,30,101,1,0,59,84,10,2,12,2,14 +grievto01,1979,1,SLN,NL,9,15,1,3,1,0,0,0,0,0,4,1,1,0,0,0,0 +griffal01,1979,1,TOR,AL,153,624,81,179,22,10,2,31,21,16,40,59,0,5,16,4,10 +griffke01,1979,1,CIN,NL,95,380,62,120,27,4,8,32,12,5,36,39,3,1,0,3,7 +griffmi02,1979,1,NYA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +griffto02,1979,1,SFN,NL,59,14,1,1,0,0,0,0,0,0,0,6,0,0,1,0,0 +grillst01,1979,1,TOR,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grimsro02,1979,1,MON,NL,32,55,4,11,2,0,0,8,0,0,0,10,0,0,3,0,0 +grossgr01,1979,1,PHI,NL,111,174,21,58,6,3,0,15,5,2,29,5,4,0,0,3,3 +grosswa01,1979,1,OAK,AL,138,442,54,99,19,1,14,50,4,3,72,62,9,1,3,3,8 +grubbjo01,1979,1,TEX,AL,102,289,42,79,14,0,10,37,2,4,34,44,3,1,2,2,6 +guerrma01,1979,1,OAK,AL,46,166,12,38,5,0,0,18,0,1,6,7,0,0,3,2,5 +guerrpe01,1979,1,LAN,NL,25,62,7,15,2,0,2,9,2,0,1,14,1,0,0,1,1 +guidrro01,1979,1,NYA,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guldebr01,1979,1,NYA,AL,40,92,10,15,4,0,0,6,0,1,9,16,0,0,4,0,3 +gullibi01,1979,1,MON,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gurala01,1979,1,KCA,AL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +haasmo01,1979,1,ML4,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +halejo01,1979,1,SEA,AL,54,63,6,14,3,0,2,7,0,0,12,26,4,0,1,1,2 +haliced01,1979,1,SFN,NL,33,34,3,7,1,0,0,1,0,0,1,9,0,0,2,0,1 +hamilda01,1979,1,OAK,AL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hamptik01,1979,1,CAL,AL,4,5,0,2,0,0,0,0,0,0,0,1,0,0,0,0,0 +hannage01,1979,1,LAN,NL,4,4,1,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +hannapr01,1979,1,ATL,NL,6,6,1,0,0,0,0,0,0,0,1,5,0,0,0,0,0 +hargiga01,1979,1,PIT,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hargrmi01,1979,1,SDN,NL,52,125,15,24,5,0,0,8,0,2,25,15,3,0,0,1,1 +hargrmi01,1979,2,CLE,AL,100,338,60,110,21,4,10,56,2,3,63,40,2,5,2,5,10 +harlola01,1979,1,BAL,AL,38,41,5,11,1,0,0,1,1,3,7,4,0,0,0,0,0 +harlola01,1979,2,CAL,AL,62,159,22,37,8,2,0,14,1,3,25,34,0,2,1,0,2 +harpebr01,1979,1,CAL,AL,1,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +harrato01,1979,1,CLE,AL,149,527,99,147,25,1,20,77,20,9,89,60,2,8,7,4,8 +harrebu01,1979,1,PHI,NL,53,71,7,20,6,0,0,7,3,3,13,14,0,1,1,1,1 +harrijo04,1979,1,CAL,AL,1,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hartzpa01,1979,1,MIN,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hassero01,1979,1,CLE,AL,75,223,20,64,14,0,4,32,1,0,19,19,2,0,4,3,8 +hasslan01,1979,1,BOS,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hasslan01,1979,2,NYN,NL,29,22,0,0,0,0,0,0,0,0,1,17,0,0,0,0,1 +hatchmi01,1979,1,LAN,NL,33,93,9,25,4,1,1,5,1,3,7,12,0,1,1,0,5 +hausmto01,1979,1,NYN,NL,19,26,0,3,0,0,0,0,0,0,0,4,0,0,1,0,1 +heathmi02,1979,1,OAK,AL,74,258,19,66,8,0,3,27,1,0,17,18,1,3,3,5,14 +heaveda01,1979,1,OAK,AL,62,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hebneri01,1979,1,NYN,NL,136,473,54,127,25,2,10,79,3,1,59,59,6,8,1,8,7 +heepda01,1979,1,HOU,NL,14,14,0,2,0,0,0,2,0,0,1,4,1,0,0,2,0 +hendeke01,1979,1,CIN,NL,10,13,1,3,1,0,0,2,0,0,0,2,0,0,0,0,0 +hendeke01,1979,2,CHN,NL,62,81,11,19,2,0,2,8,0,0,15,16,1,1,0,0,1 +henderi01,1979,1,OAK,AL,89,351,49,96,13,3,1,26,33,11,34,39,0,2,8,3,4 +hendest01,1979,1,NYN,NL,98,350,42,107,16,8,5,39,13,5,38,58,6,4,1,0,7 +hendrel01,1979,1,BAL,AL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hendrge01,1979,1,SLN,NL,140,493,67,148,27,1,16,75,2,3,49,62,5,0,0,6,17 +hernake01,1979,1,SLN,NL,161,610,116,210,48,11,11,105,11,6,80,78,5,1,0,7,9 +hernape01,1979,1,TOR,AL,3,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hernawi01,1979,1,CHN,NL,52,8,0,2,1,0,0,1,0,0,0,5,0,0,1,0,0 +herndla01,1979,1,SFN,NL,132,354,35,91,14,5,7,36,8,6,29,70,5,1,3,2,3 +herrto01,1979,1,SLN,NL,14,10,4,2,0,0,0,1,1,0,2,2,0,0,0,0,0 +hillejo01,1979,1,DET,AL,43,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hillma01,1979,1,SFN,NL,63,169,20,35,3,0,3,15,0,1,26,25,5,0,2,3,5 +hintori01,1979,1,CHA,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hintori01,1979,2,SEA,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hislela01,1979,1,ML4,AL,26,96,18,27,7,0,3,14,1,0,11,19,2,0,0,1,4 +hobsobu01,1979,1,BOS,AL,146,528,74,138,26,7,28,93,3,2,30,78,2,0,6,6,23 +hodgero01,1979,1,NYN,NL,59,86,4,14,4,0,0,5,0,0,19,16,3,0,0,1,0 +hoffmgu01,1979,1,CHA,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hollaal01,1979,1,SFN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hollega01,1979,1,TEX,AL,5,6,0,1,1,0,0,0,0,0,1,0,0,0,0,0,0 +hollyje01,1979,1,MIN,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +holtzke01,1979,1,CHN,NL,24,43,2,10,3,0,0,1,0,0,2,9,0,0,0,0,0 +honeyri01,1979,1,SEA,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hooddo01,1979,1,CLE,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hooddo01,1979,2,NYA,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hootobu01,1979,1,LAN,NL,30,75,5,11,3,0,0,5,0,0,1,18,0,0,8,0,0 +hornebo01,1979,1,ATL,NL,121,487,66,153,15,1,33,98,0,2,22,74,6,3,0,3,9 +hortowi01,1979,1,SEA,AL,162,646,77,180,19,5,29,106,1,1,42,112,4,4,2,2,20 +houghch01,1979,1,LAN,NL,42,38,1,6,1,0,0,2,0,0,0,9,0,0,5,0,0 +howarfr02,1979,1,CHA,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +howear01,1979,1,HOU,NL,118,355,32,88,15,2,6,33,3,1,36,37,5,1,2,4,7 +howelro02,1979,1,TOR,AL,138,511,60,126,28,4,15,72,1,4,42,91,4,6,1,3,12 +hoytla01,1979,1,CHA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hraboal01,1979,1,KCA,AL,58,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hubbagl01,1979,1,ATL,NL,97,325,34,75,12,0,3,29,0,6,27,43,2,1,2,2,3 +huffmph01,1979,1,TOR,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +humeto01,1979,1,CIN,NL,57,46,1,8,1,0,0,4,0,0,1,17,0,0,1,0,0 +humphte01,1979,1,CAL,AL,9,17,2,1,0,0,0,0,0,0,1,2,0,0,1,0,0 +hunteca01,1979,1,NYA,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hurdlcl01,1979,1,KCA,AL,59,171,16,41,10,3,3,30,0,1,28,24,4,1,0,4,4 +huttoto01,1979,1,MON,NL,86,83,14,21,2,1,1,13,0,0,10,7,0,0,0,0,4 +iorgda01,1979,1,SLN,NL,79,179,12,52,11,1,1,21,1,2,12,28,1,1,2,1,5 +iviemi01,1979,1,SFN,NL,133,402,58,115,18,3,27,89,5,1,47,80,7,1,0,4,10 +jacksda01,1979,1,MIN,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jacksgr01,1979,1,PIT,NL,72,9,0,0,0,0,0,1,0,0,0,2,0,0,0,0,0 +jacksre01,1979,1,NYA,AL,131,465,78,138,24,2,29,89,9,8,65,107,3,2,0,5,17 +jacksro02,1979,1,MIN,AL,159,583,85,158,40,5,14,68,3,1,51,59,5,9,6,4,14 +jacksro03,1979,1,NYN,NL,8,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +jamesbo01,1979,1,MON,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jeffeje01,1979,1,TOR,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jenkife01,1979,1,TEX,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnscl01,1979,1,NYA,AL,28,64,11,17,6,0,2,6,0,0,10,7,4,0,1,1,0 +johnscl01,1979,2,CLE,AL,72,240,37,65,10,0,18,61,2,0,24,39,1,5,0,5,6 +johnsgr01,1979,1,SFN,NL,42,74,5,15,2,0,1,7,0,0,2,17,0,0,0,0,1 +johnsja01,1979,1,NYA,AL,23,48,7,10,1,0,1,7,1,0,2,7,0,0,0,0,0 +johnsja01,1979,2,SDN,NL,75,201,10,59,8,2,0,32,1,3,18,21,3,0,4,2,6 +johnsjo04,1979,1,OAK,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnsjo04,1979,2,TEX,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnsla02,1979,1,CHA,AL,133,479,60,148,29,1,12,74,8,2,41,56,1,2,0,4,23 +johnsti01,1979,1,TOR,AL,43,86,6,16,2,1,0,6,0,1,8,15,0,0,2,0,2 +johnto01,1979,1,NYA,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jonesda04,1979,1,NYA,AL,18,47,6,12,5,1,0,6,0,0,2,7,0,0,2,0,1 +jonesly01,1979,1,DET,AL,95,213,33,63,8,0,4,26,9,6,17,22,0,1,1,1,5 +jonesod01,1979,1,SEA,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jonesra01,1979,1,SDN,NL,41,86,8,15,2,0,0,5,1,0,0,29,0,0,7,1,0 +jonesru01,1979,1,SEA,AL,162,622,109,166,29,9,21,78,33,12,85,78,4,3,2,4,19 +jorgemi01,1979,1,TEX,AL,90,157,21,35,7,0,6,16,0,2,14,29,1,2,3,1,3 +joshuvo01,1979,1,LAN,NL,94,142,22,40,7,1,3,14,1,1,7,23,1,0,0,0,5 +kaatji01,1979,1,PHI,NL,3,1,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0 +kaatji01,1979,2,NYA,AL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kammebo01,1979,1,NYA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kearnbo01,1979,1,SFN,NL,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +kellemi02,1979,1,CHN,NL,73,142,14,36,4,1,0,10,2,0,7,9,0,2,8,1,4 +kellypa01,1979,1,BAL,AL,68,153,25,44,11,0,9,25,4,5,20,25,1,1,0,3,2 +kempst01,1979,1,DET,AL,134,490,88,156,26,3,26,105,5,6,68,70,2,2,2,8,13 +kendafr01,1979,1,SDN,NL,46,102,8,17,2,0,1,6,0,0,11,7,2,0,1,0,4 +kenneju01,1979,1,CIN,NL,83,220,29,60,7,0,1,17,4,3,28,31,0,0,2,0,4 +kennete02,1979,1,SLN,NL,33,109,11,31,7,0,2,17,0,0,6,20,2,0,0,1,2 +keougma02,1979,1,OAK,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kernji01,1979,1,TEX,AL,71,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kessido01,1979,1,CHA,AL,56,110,14,22,6,0,1,7,1,0,10,12,1,0,3,1,5 +kimmbr01,1979,1,CHN,NL,9,11,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0 +kingmbr01,1979,1,OAK,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kingmda01,1979,1,CHN,NL,145,532,97,153,19,5,48,115,4,2,45,131,7,4,0,8,7 +kinnede01,1979,1,SDN,NL,13,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +kisonbr01,1979,1,PIT,NL,37,55,6,8,2,0,1,6,0,0,1,19,0,0,7,0,2 +kluttmi01,1979,1,OAK,AL,24,73,3,14,2,1,1,4,0,1,7,20,0,0,0,0,1 +knappch01,1979,1,CAL,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kneppbo01,1979,1,SFN,NL,35,66,6,12,4,0,1,9,0,0,1,24,0,1,9,1,0 +kniceal01,1979,1,HOU,NL,7,6,0,0,0,0,0,0,0,0,2,3,0,0,0,0,2 +knighra01,1979,1,CIN,NL,150,551,64,175,37,4,10,79,4,4,38,57,4,3,4,8,20 +knowlda01,1979,1,SLN,NL,48,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1 +kobelke01,1979,1,NYN,NL,30,46,1,9,1,0,0,2,0,0,0,18,0,0,9,0,1 +koosmje01,1979,1,MIN,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kraneed01,1979,1,NYN,NL,82,155,7,36,5,0,2,17,0,1,13,18,2,1,0,5,6 +kraveke01,1979,1,CHA,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +krencwa01,1979,1,BAL,AL,16,21,1,4,1,0,0,0,0,0,0,0,0,0,2,0,1 +krukomi01,1979,1,CHN,NL,28,51,4,16,2,0,1,8,0,0,0,8,0,2,7,2,0 +kucekja01,1979,1,CHA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kucekja01,1979,2,PHI,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kuipedu01,1979,1,CLE,AL,140,479,46,122,9,5,0,39,4,9,37,27,7,4,8,0,14 +kuntzru01,1979,1,CHA,AL,5,11,0,1,0,0,0,0,0,0,2,6,0,0,0,0,1 +kusiccr01,1979,1,MIN,AL,24,54,8,13,4,0,3,6,0,0,3,11,0,0,0,0,1 +kusiccr01,1979,2,TOR,AL,24,54,3,11,1,0,2,7,0,0,7,7,0,1,0,1,2 +laceybo01,1979,1,OAK,AL,42,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lacocpe01,1979,1,KCA,AL,132,408,54,113,25,4,3,56,2,1,37,26,7,1,1,6,16 +lacorfr01,1979,1,ATL,NL,6,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lacorfr01,1979,2,HOU,NL,12,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +lacosmi01,1979,1,CIN,NL,35,70,3,9,1,0,0,0,0,0,3,25,0,0,5,0,2 +lacyle01,1979,1,PIT,NL,84,182,17,45,9,3,5,15,6,1,22,36,2,1,0,3,1 +laddpe01,1979,1,HOU,NL,10,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lagrole01,1979,1,CHA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lagrole01,1979,2,LAN,NL,31,3,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +lampde01,1979,1,CHN,NL,38,58,2,9,1,0,0,1,0,0,2,9,0,0,7,0,0 +landera01,1979,1,HOU,NL,129,282,33,76,9,6,0,30,13,4,29,24,5,1,5,2,1 +landrke01,1979,1,MIN,AL,151,564,81,172,27,5,15,83,10,3,37,57,4,4,10,8,13 +langfri01,1979,1,OAK,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lansfca01,1979,1,CAL,AL,157,654,114,188,30,5,19,79,20,8,39,115,2,3,12,4,16 +larocda01,1979,1,CAL,AL,53,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +larsoda01,1979,1,PHI,NL,3,5,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +lavelga01,1979,1,SFN,NL,70,4,2,1,0,0,0,0,0,0,0,2,0,0,2,0,0 +leebi03,1979,1,MON,NL,33,74,5,16,2,0,0,6,0,0,0,21,0,0,7,0,0 +leema01,1979,1,SDN,NL,46,6,0,2,0,0,0,0,0,0,0,2,0,0,1,0,0 +lefloro01,1979,1,DET,AL,148,600,110,180,22,10,9,57,78,14,52,95,2,0,0,2,16 +leibrch01,1979,1,CIN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lemanda01,1979,1,TOR,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lemasjo01,1979,1,SFN,NL,108,343,42,87,11,2,3,29,9,5,23,55,1,2,3,1,6 +lemonch01,1979,1,CHA,AL,148,556,79,177,44,2,17,86,7,11,56,68,6,13,3,4,15 +lemonma01,1979,1,TOR,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lentiji01,1979,1,SLN,NL,11,23,2,9,1,0,0,1,0,1,3,6,0,0,0,0,0 +leonade01,1979,1,KCA,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leonaje01,1979,1,HOU,NL,134,411,47,119,15,5,0,47,23,10,46,68,7,2,3,5,11 +lerchra01,1979,1,PHI,NL,38,72,6,11,2,1,1,5,0,1,3,8,0,0,3,1,2 +lewalde01,1979,1,LAN,NL,7,2,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +lewisji01,1979,1,SEA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lezcasi01,1979,1,ML4,AL,138,473,84,152,29,3,28,101,4,3,77,74,5,3,6,7,11 +littema01,1979,1,SLN,NL,63,14,1,0,0,0,0,1,0,0,1,11,0,0,1,0,0 +littlde01,1979,1,SFN,NL,63,193,15,38,6,1,1,13,0,0,21,46,4,0,5,3,4 +lockwsk01,1979,1,NYN,NL,28,2,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +loisal01,1979,1,PIT,NL,11,0,6,0,0,0,0,0,1,1,0,0,0,0,0,0,0 +lolicmi01,1979,1,SDN,NL,27,6,0,0,0,0,0,0,0,0,1,3,0,0,1,0,0 +lonboji01,1979,1,PHI,NL,4,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +lopesda01,1979,1,LAN,NL,153,582,109,154,20,6,28,73,44,4,97,88,4,4,6,3,8 +lopezau01,1979,1,DET,AL,61,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lowenjo01,1979,1,BAL,AL,97,197,33,50,8,2,11,34,16,4,30,37,3,1,1,3,2 +luebbst01,1979,1,TOR,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lummi01,1979,1,ATL,NL,111,217,27,54,6,0,6,27,0,2,18,34,1,0,5,2,7 +luzingr01,1979,1,PHI,NL,137,452,47,114,23,1,18,81,3,3,56,103,5,10,0,7,10 +lylesp01,1979,1,TEX,AL,67,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lynnfr01,1979,1,BOS,AL,147,531,116,177,42,1,39,122,2,2,82,79,4,4,0,5,9 +machake01,1979,1,MON,NL,25,36,8,10,3,1,0,4,0,0,2,9,1,1,1,0,3 +machami01,1979,1,ATL,NL,6,13,2,2,0,0,0,1,0,0,1,5,0,0,0,0,0 +macheda01,1979,1,DET,AL,19,26,8,5,1,0,0,2,0,3,3,2,0,0,1,0,0 +mackape01,1979,1,PHI,NL,13,9,2,1,0,0,1,2,0,0,1,2,0,0,0,0,0 +mackost01,1979,1,CHN,NL,19,40,2,9,1,0,0,3,0,0,4,8,0,0,0,0,0 +maddoel01,1979,1,NYN,NL,86,224,21,60,13,0,1,12,3,2,20,27,0,3,1,1,3 +maddoga01,1979,1,PHI,NL,148,548,70,154,28,6,13,61,26,13,17,71,5,4,1,7,8 +madlobi01,1979,1,SFN,NL,69,249,37,65,9,2,7,41,11,3,18,19,3,0,1,2,3 +madlobi01,1979,2,PIT,NL,85,311,48,102,17,3,7,44,21,8,34,22,8,1,2,5,14 +mahlbgr01,1979,1,TEX,AL,7,17,2,2,0,0,1,1,0,0,2,4,0,0,2,0,2 +mahlemi01,1979,1,ATL,NL,26,27,0,3,1,0,0,3,0,0,1,5,0,0,1,0,1 +mahleri01,1979,1,ATL,NL,15,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +mankoph01,1979,1,DET,AL,42,99,11,22,4,0,0,8,0,0,10,16,4,0,1,3,3 +manniri01,1979,1,CLE,AL,144,560,67,145,12,2,3,51,30,8,55,48,3,1,9,7,13 +marshmi01,1979,1,MIN,AL,90,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +martibu01,1979,1,ML4,AL,69,196,17,53,8,0,4,26,0,1,8,25,0,0,8,2,3 +martide01,1979,1,BAL,AL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +martije01,1979,1,CHN,NL,150,534,74,145,34,3,19,73,2,4,38,85,3,3,0,4,13 +martire01,1979,1,KCA,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +martisi01,1979,1,SLN,NL,33,62,5,8,1,0,0,4,0,0,1,26,0,0,10,1,0 +martite01,1979,1,LAN,NL,81,112,19,30,5,1,0,2,3,2,4,16,1,0,1,0,3 +martiti01,1979,1,BAL,AL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +masonji01,1979,1,MON,NL,40,71,3,13,5,1,0,6,0,2,7,16,1,0,0,0,3 +matlajo01,1979,1,TEX,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +matthga01,1979,1,ATL,NL,156,631,97,192,34,5,27,90,18,6,60,75,5,0,1,3,6 +matulri01,1979,1,ATL,NL,28,53,1,5,0,0,0,0,0,0,1,23,0,0,6,0,2 +maybejo01,1979,1,TOR,AL,137,464,61,127,22,1,21,74,1,1,69,60,7,5,1,2,10 +mayle01,1979,1,BAL,AL,124,456,59,116,15,0,19,69,3,4,28,100,4,1,2,4,18 +maymi01,1979,1,DET,AL,6,11,1,3,2,0,0,3,0,0,1,1,1,0,0,0,1 +maymi01,1979,2,CHA,AL,65,202,23,51,13,0,7,28,0,0,14,27,1,2,2,1,3 +mayru01,1979,1,MON,NL,33,21,2,3,0,0,0,3,0,0,0,8,0,1,1,0,0 +mazzile01,1979,1,NYN,NL,158,597,78,181,34,4,15,79,34,12,93,74,5,0,0,3,6 +mcbriba01,1979,1,PHI,NL,151,582,82,163,16,12,12,60,25,14,41,77,3,4,3,7,6 +mccalla01,1979,1,TEX,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mccarti01,1979,1,PHI,NL,79,137,13,33,5,1,1,12,2,0,19,12,5,1,2,2,7 +mccatst01,1979,1,OAK,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcclubo01,1979,1,ML4,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mccovwi01,1979,1,SFN,NL,117,353,34,88,9,0,15,57,0,2,36,70,2,1,0,3,7 +mcenawi01,1979,1,SLN,NL,45,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +mcgloly01,1979,1,CHN,NL,42,71,6,16,3,0,0,3,0,0,1,10,0,0,4,0,5 +mcgratu01,1979,1,PHI,NL,65,6,0,1,0,0,0,0,0,0,0,2,0,0,1,0,0 +mcgresc01,1979,1,BAL,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mckayda01,1979,1,TOR,AL,47,156,19,34,9,0,0,12,1,1,7,19,0,1,5,0,5 +mclaubo01,1979,1,HOU,NL,12,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +mclaubo01,1979,2,ATL,NL,37,5,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +mclauby01,1979,1,SEA,AL,47,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mclaujo01,1979,1,ATL,NL,37,11,0,2,1,0,0,0,0,0,0,4,0,0,0,0,1 +mcraeha01,1979,1,KCA,AL,101,393,55,113,32,4,10,74,5,4,38,46,0,4,1,7,6 +mcwilla01,1979,1,ATL,NL,13,24,4,5,2,0,0,1,0,0,1,14,0,0,2,1,0 +medicdo01,1979,1,TEX,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mejiasa01,1979,1,CHN,NL,31,11,4,2,0,0,0,0,0,0,2,5,0,0,1,0,0 +mejiasa01,1979,2,CIN,NL,7,2,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +mendoma01,1979,1,SEA,AL,148,373,26,74,10,3,1,29,3,0,9,62,0,1,13,5,12 +mendomi02,1979,1,HOU,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +meoliru01,1979,1,PHI,NL,30,73,2,13,4,1,0,6,2,0,9,15,1,0,2,0,2 +messean01,1979,1,LAN,NL,11,22,1,2,1,0,0,2,0,0,0,6,0,0,1,0,0 +metzgro01,1979,1,SFN,NL,94,259,24,65,7,8,0,31,11,3,23,31,2,0,5,1,6 +meyerda01,1979,1,SEA,AL,144,525,72,146,21,7,20,74,11,7,29,35,10,4,6,6,13 +milbola01,1979,1,SEA,AL,123,356,40,99,13,4,2,26,5,3,19,20,2,0,2,2,7 +milledy01,1979,1,CAL,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +milledy01,1979,2,TOR,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +milleed04,1979,1,ATL,NL,27,113,12,35,1,0,0,5,15,2,5,24,1,2,3,0,1 +milleri01,1979,1,CAL,AL,120,427,60,125,15,5,2,28,5,4,50,69,1,1,9,1,7 +milnejo01,1979,1,PIT,NL,128,326,52,90,9,4,16,60,3,5,53,37,6,1,0,6,5 +minetcr01,1979,1,OAK,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mingost01,1979,1,KCA,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mintogr01,1979,1,SFN,NL,46,4,0,0,0,0,0,0,0,0,1,1,0,0,1,0,0 +mirabpa01,1979,1,NYA,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mitchpa01,1979,1,SEA,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mitchpa01,1979,2,ML4,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +moffira01,1979,1,SFN,NL,29,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +molinbo01,1979,1,BAL,AL,8,6,0,0,0,0,0,0,1,0,1,3,0,0,0,0,1 +molitpa01,1979,1,ML4,AL,140,584,88,188,27,16,9,62,33,13,48,48,5,2,6,5,9 +mondari01,1979,1,LAN,NL,12,33,2,10,0,0,0,2,0,0,5,6,0,0,0,0,1 +moneydo01,1979,1,ML4,AL,92,350,52,83,20,1,6,38,1,0,40,47,0,2,6,4,10 +mongesi01,1979,1,CLE,AL,76,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +montajo01,1979,1,SEA,AL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +montajo01,1979,2,CAL,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +montawi01,1979,1,NYN,NL,109,410,36,96,19,0,5,47,0,1,25,48,7,1,1,5,15 +montawi01,1979,2,TEX,AL,38,144,19,46,6,0,8,24,0,1,8,14,1,1,0,1,4 +montejo01,1979,1,SFN,NL,24,42,3,7,3,1,0,3,0,1,1,11,0,0,2,0,1 +montgbo01,1979,1,BOS,AL,32,86,13,30,4,1,0,7,1,0,4,24,1,0,1,1,3 +mooreba02,1979,1,TOR,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +moorech02,1979,1,ML4,AL,111,337,45,101,16,2,5,38,8,5,29,32,1,1,3,2,11 +mooredo01,1979,1,CHN,NL,39,13,0,2,0,1,0,1,0,0,0,5,0,0,0,0,0 +mooreju01,1979,1,CHA,AL,88,201,24,53,6,2,1,23,0,2,12,20,0,0,0,4,8 +moralje01,1979,1,DET,AL,129,440,50,93,23,1,14,56,10,4,30,56,0,2,2,8,15 +moraljo01,1979,1,MIN,AL,92,191,21,51,5,1,2,27,0,0,14,27,5,2,4,3,10 +morelke01,1979,1,PHI,NL,14,48,3,18,3,2,0,8,0,0,3,5,0,0,0,0,1 +morenom01,1979,1,PIT,NL,162,695,110,196,21,12,8,69,77,21,51,104,9,3,6,2,7 +morgajo02,1979,1,CIN,NL,127,436,70,109,26,1,9,32,28,6,93,45,11,1,3,5,8 +morgami01,1979,1,OAK,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +morrija02,1979,1,DET,AL,28,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +morriji01,1979,1,CHA,AL,67,240,38,66,14,0,14,35,11,3,15,48,0,4,7,3,2 +moskapa01,1979,1,CIN,NL,21,37,3,3,1,0,0,3,0,0,1,13,0,0,6,1,1 +motama01,1979,1,LAN,NL,47,42,1,15,0,0,0,3,0,0,3,4,0,0,2,0,2 +mullira01,1979,1,CAL,AL,22,68,7,10,0,0,1,8,0,0,4,14,0,1,0,5,2 +mumphje01,1979,1,SLN,NL,124,339,53,100,10,3,3,32,8,11,26,39,2,0,6,4,6 +munsoth01,1979,1,NYA,AL,97,382,42,110,18,3,3,39,1,2,32,37,2,0,1,4,15 +murast01,1979,1,SDN,NL,38,10,1,0,0,0,0,0,0,0,0,5,0,0,3,0,0 +murcebo01,1979,1,CHN,NL,58,190,22,49,4,1,7,22,2,3,36,20,2,1,1,3,3 +murcebo01,1979,2,NYA,AL,74,264,42,72,12,0,8,33,1,1,25,32,2,2,2,1,10 +murphda05,1979,1,ATL,NL,104,384,53,106,7,2,21,57,6,1,38,67,5,2,0,5,12 +murphdw01,1979,1,OAK,AL,121,388,57,99,10,4,11,40,15,11,84,80,6,1,13,3,10 +murphto02,1979,1,TOR,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +murrada01,1979,1,NYN,NL,58,6,0,0,0,0,0,0,0,0,1,3,0,0,2,0,0 +murrada01,1979,2,MON,NL,9,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1 +murraed02,1979,1,BAL,AL,159,606,90,179,30,2,25,99,10,2,72,78,9,2,1,6,16 +murrala01,1979,1,OAK,AL,105,226,25,42,11,2,2,20,6,6,28,34,1,0,6,1,2 +nahorbi01,1979,1,CHA,AL,65,179,20,46,10,0,6,29,0,1,18,23,1,0,0,2,5 +narroje01,1979,1,NYA,AL,61,123,17,21,3,1,4,18,0,0,9,26,0,0,3,1,2 +nastuph01,1979,1,SFN,NL,25,24,1,1,0,0,0,1,0,0,3,7,0,0,4,0,0 +nettlgr01,1979,1,NYA,AL,145,521,71,132,15,1,20,73,1,2,59,53,6,0,0,8,14 +nettlji01,1979,1,KCA,AL,11,23,0,2,0,0,0,1,0,0,3,2,0,0,0,0,0 +newmaje01,1979,1,OAK,AL,143,516,53,119,17,2,22,71,2,1,27,88,2,1,2,6,17 +nicosst01,1979,1,PIT,NL,70,191,22,55,16,0,4,13,0,2,23,17,7,0,1,0,5 +niekrjo01,1979,1,HOU,NL,38,83,1,10,2,0,0,4,0,0,2,21,0,0,13,1,0 +niekrph01,1979,1,ATL,NL,44,123,10,24,6,0,0,12,0,0,1,19,0,2,7,1,1 +niemara01,1979,1,HOU,NL,26,15,0,2,0,0,0,0,0,0,1,6,0,0,1,0,1 +nolanjo01,1979,1,ATL,NL,89,230,28,57,9,3,4,21,1,3,27,28,3,3,0,1,5 +nolesdi01,1979,1,PHI,NL,14,30,1,3,1,0,0,1,0,0,2,15,0,0,1,0,0 +nordbti01,1979,1,ML4,AL,2,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +nordhwa01,1979,1,CHA,AL,78,193,20,54,15,0,7,25,0,0,13,22,2,0,0,1,9 +normada01,1979,1,NYN,NL,44,110,9,27,3,1,3,11,2,0,10,26,2,1,0,1,1 +normafr01,1979,1,CIN,NL,34,59,2,9,0,0,0,6,0,0,6,22,0,0,6,0,3 +normane01,1979,1,TEX,AL,147,343,36,76,9,3,0,21,4,1,19,41,0,0,18,3,5 +norriji01,1979,1,CLE,AL,124,353,50,87,15,6,3,30,15,10,44,35,1,0,6,3,12 +norrimi01,1979,1,OAK,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +northbi01,1979,1,SFN,NL,142,460,87,119,15,4,5,30,58,24,96,84,3,1,1,3,5 +norwowi01,1979,1,MIN,AL,96,270,32,67,13,3,6,30,9,5,20,51,2,0,3,1,8 +oatesjo01,1979,1,LAN,NL,26,46,4,6,2,0,0,2,0,1,4,1,1,0,1,0,0 +oberkke01,1979,1,SLN,NL,135,369,53,111,19,5,1,35,4,1,57,35,9,4,1,4,9 +oberrmi01,1979,1,BOS,AL,43,59,8,10,1,0,1,4,0,0,5,16,0,1,2,1,3 +obrieda03,1979,1,SLN,NL,6,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +oestero01,1979,1,CIN,NL,6,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +officro01,1979,1,ATL,NL,124,277,35,69,14,2,2,37,5,4,27,33,2,2,1,0,5 +oglivbe01,1979,1,ML4,AL,139,514,88,145,30,4,29,81,12,5,48,56,12,2,4,4,11 +oliveal01,1979,1,TEX,AL,136,492,69,159,28,4,12,76,4,5,34,34,8,4,1,7,14 +ontivst01,1979,1,CHN,NL,152,519,58,148,28,2,4,57,0,1,58,68,7,7,1,5,19 +oroscje01,1979,1,NYN,NL,18,6,0,0,0,0,0,0,0,0,0,4,0,0,1,0,0 +ortajo01,1979,1,CHA,AL,113,325,49,85,18,3,11,46,1,5,44,33,2,1,3,4,6 +otisam01,1979,1,KCA,AL,151,577,100,170,28,2,18,90,30,5,68,92,8,3,7,5,12 +otted01,1979,1,PIT,NL,117,403,49,110,20,2,7,51,0,1,26,62,8,0,6,4,8 +owchibo01,1979,1,SDN,NL,42,33,1,4,0,0,0,0,0,0,3,14,0,0,7,0,0 +paceljo01,1979,1,NYN,NL,4,4,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +pacioto01,1979,1,SEA,AL,103,310,38,89,23,4,6,42,6,4,28,62,1,5,3,3,6 +pagelka01,1979,1,CHN,NL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +pagemi02,1979,1,OAK,AL,133,478,51,118,11,2,9,42,17,16,52,93,5,3,3,3,9 +palmeda01,1979,1,MON,NL,36,31,1,1,0,0,0,0,0,0,1,15,0,0,4,0,1 +palmeji01,1979,1,BAL,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +papist01,1979,1,BOS,AL,50,117,9,22,8,0,1,6,0,0,5,20,0,0,4,0,0 +parkeda01,1979,1,PIT,NL,158,622,109,193,45,7,25,94,20,4,67,101,14,9,0,9,7 +parrila01,1979,1,MON,NL,153,544,83,167,39,2,30,82,5,1,41,101,11,2,7,1,8 +parrila02,1979,1,DET,AL,143,493,65,136,26,3,19,65,6,7,49,105,2,2,3,1,15 +parromi01,1979,1,SEA,AL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +paschbi01,1979,1,KCA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pastofr01,1979,1,CIN,NL,30,25,2,4,0,0,0,1,0,0,0,10,0,0,2,0,1 +patekfr01,1979,1,KCA,AL,106,306,30,77,17,0,1,37,11,12,16,42,0,3,10,3,6 +patteda03,1979,1,LAN,NL,37,7,0,1,0,0,0,0,0,1,0,2,0,0,2,0,0 +pattima01,1979,1,KCA,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +paxtomi01,1979,1,CLE,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +perezto01,1979,1,MON,NL,132,489,58,132,29,4,13,73,2,1,38,82,4,3,0,7,14 +perkibr01,1979,1,SDN,NL,57,87,8,23,0,0,0,8,0,0,8,12,2,0,1,1,3 +perlosa01,1979,1,SDN,NL,2,2,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +perryga01,1979,1,SDN,NL,32,71,2,6,2,0,1,2,0,0,2,19,0,0,11,0,2 +peterri01,1979,1,DET,AL,12,19,3,5,0,0,0,2,0,0,5,3,0,0,1,0,0 +petryda01,1979,1,DET,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +phillmi01,1979,1,SLN,NL,44,97,10,22,3,1,1,6,0,0,10,9,0,1,1,0,5 +picciro01,1979,1,OAK,AL,115,348,37,88,16,2,2,27,2,1,3,45,1,1,11,0,9 +pinielo01,1979,1,NYA,AL,130,461,49,137,22,2,11,69,3,2,17,31,6,2,3,8,17 +pladsgo01,1979,1,HOU,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +planked02,1979,1,SFN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pocorbi01,1979,1,ATL,NL,28,38,6,12,4,0,0,4,1,1,7,0,1,0,1,0,2 +poffjo01,1979,1,PHI,NL,12,19,2,2,1,0,0,1,0,0,1,4,0,0,0,0,1 +poqueto01,1979,1,KCA,AL,21,26,1,5,0,0,0,3,0,0,1,4,0,0,0,1,0 +poqueto01,1979,2,BOS,AL,63,154,14,51,9,0,2,23,2,2,8,7,1,3,0,5,2 +porteda02,1979,1,KCA,AL,157,533,101,155,23,10,20,112,3,4,121,65,8,8,4,13,11 +powelho01,1979,1,MIN,AL,104,338,49,99,17,3,2,36,5,1,33,25,1,3,5,1,9 +prolymi01,1979,1,CHA,AL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pruitro01,1979,1,CLE,AL,64,166,23,47,7,0,2,21,2,0,19,21,1,0,2,1,5 +pryorgr01,1979,1,CHA,AL,143,476,60,131,23,3,3,34,3,4,35,41,1,2,7,5,16 +puhlte01,1979,1,HOU,NL,157,600,87,172,22,4,8,49,30,22,58,46,8,4,8,2,7 +pujollu01,1979,1,HOU,NL,26,75,7,17,2,1,0,8,0,0,2,14,0,0,1,0,3 +putmaed01,1979,1,DET,AL,21,39,4,9,3,0,2,4,0,1,4,12,0,0,0,0,1 +putnapa01,1979,1,TEX,AL,139,426,57,118,19,2,18,64,1,6,23,50,6,6,4,6,12 +quirkja01,1979,1,KCA,AL,51,79,8,24,6,1,1,11,0,0,5,13,0,1,0,0,0 +quiseda01,1979,1,KCA,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +raderda01,1979,1,PHI,NL,31,54,3,11,1,1,1,5,0,0,6,7,0,0,2,0,3 +rainech01,1979,1,BOS,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +raineti01,1979,1,MON,NL,6,0,3,0,0,0,0,0,2,0,0,0,0,0,0,0,0 +rajsida01,1979,1,TEX,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ramirmi01,1979,1,OAK,AL,28,62,4,10,1,1,0,3,0,0,3,8,0,0,1,0,1 +ramiror01,1979,1,CAL,AL,13,12,1,0,0,0,0,0,1,0,1,6,0,1,1,0,0 +randabo01,1979,1,MIN,AL,80,199,25,49,7,0,0,14,2,2,15,17,0,0,13,0,2 +randlle01,1979,1,NYA,AL,20,39,2,7,0,0,0,3,0,0,3,2,0,0,0,0,1 +randowi01,1979,1,NYA,AL,153,574,98,155,15,13,5,61,33,12,95,39,5,3,5,5,23 +rasmuer01,1979,1,SDN,NL,46,36,1,2,0,0,0,0,0,0,3,7,0,0,6,0,0 +raudo01,1979,1,LAN,NL,11,14,1,2,1,0,0,0,0,0,2,2,0,0,1,0,0 +rautzla01,1979,1,LAN,NL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rautzla01,1979,2,ML4,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rawlesh01,1979,1,SEA,AL,49,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reardje01,1979,1,NYN,NL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +redfepe01,1979,1,MIN,AL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reedro01,1979,1,PHI,NL,61,10,1,3,1,0,0,0,0,0,1,4,0,0,2,0,0 +reitzke01,1979,1,SLN,NL,159,605,42,162,41,2,8,73,1,0,25,85,7,4,4,5,13 +remmewi01,1979,1,BOS,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +remyje01,1979,1,BOS,AL,80,306,49,91,11,2,0,29,14,9,26,25,1,0,6,2,2 +renkost01,1979,1,BOS,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reploan01,1979,1,ML4,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +retteme01,1979,1,CAL,AL,35,76,7,20,2,0,1,10,1,0,11,14,1,1,1,1,3 +reuscpa01,1979,1,CLE,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reuscri01,1979,1,CHN,NL,38,79,8,13,2,1,0,6,0,1,7,26,0,0,5,0,0 +reussje01,1979,1,LAN,NL,39,42,4,7,1,0,0,1,0,0,3,19,0,1,3,0,1 +reverda01,1979,1,OAK,AL,125,472,63,136,25,5,19,77,1,4,34,65,5,1,1,5,6 +reynocr01,1979,1,HOU,NL,146,555,63,147,20,9,0,39,12,6,21,49,0,2,34,4,2 +reynodo01,1979,1,SDN,NL,30,45,6,10,1,2,0,6,0,1,7,6,1,0,0,1,3 +rhoderi01,1979,1,PIT,NL,1,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +riccefr01,1979,1,HOU,NL,11,6,1,2,1,0,0,3,0,0,0,1,0,0,0,0,0 +riceji01,1979,1,BOS,AL,158,619,117,201,39,6,39,130,9,4,57,97,4,4,0,8,16 +richage01,1979,1,SDN,NL,150,545,77,152,17,9,4,41,24,8,47,62,6,8,3,3,7 +richajr01,1979,1,HOU,NL,38,95,6,12,1,1,2,6,0,1,1,24,0,0,11,1,4 +righeda01,1979,1,NYA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rileyge01,1979,1,CHN,NL,4,2,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +rineeje01,1979,1,BAL,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ripleal01,1979,1,BOS,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +riverbo01,1979,1,MIN,AL,112,263,37,74,13,5,2,31,5,5,17,40,0,0,13,1,6 +rivermi01,1979,1,NYA,AL,74,286,37,82,18,5,3,25,3,7,13,21,2,1,2,5,3 +rivermi01,1979,2,TEX,AL,58,247,35,74,9,3,6,25,7,2,9,18,0,1,3,3,2 +robbibr01,1979,1,DET,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +roberbe01,1979,1,HOU,NL,26,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +roberbo01,1979,1,TOR,AL,15,29,1,3,0,0,1,1,0,0,3,9,0,0,0,0,0 +roberda05,1979,1,SFN,NL,26,5,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +roberda05,1979,2,PIT,NL,21,5,0,0,0,0,0,1,0,0,0,1,0,0,0,1,0 +roberda06,1979,1,TEX,AL,44,84,12,22,2,1,3,14,1,0,7,17,0,0,2,0,3 +roberle01,1979,1,SEA,AL,140,450,61,122,24,6,15,54,3,3,56,64,6,2,7,3,8 +robinbi02,1979,1,PIT,NL,148,421,59,111,17,6,24,75,13,2,24,81,11,1,4,5,13 +robinbr02,1979,1,NYA,AL,6,12,0,2,0,0,0,2,0,0,1,0,0,0,0,0,0 +robinde01,1979,1,CHA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +robindo01,1979,1,PIT,NL,29,49,4,10,0,0,0,3,0,0,3,9,0,0,4,0,0 +rodriau01,1979,1,DET,AL,106,343,27,87,18,0,5,36,0,2,11,40,0,1,5,3,9 +rodried01,1979,1,KCA,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +roeniga01,1979,1,BAL,AL,133,376,60,98,16,1,25,64,1,3,61,74,4,12,1,3,11 +rogerst01,1979,1,MON,NL,40,77,8,12,2,0,0,2,0,0,5,21,0,0,2,0,2 +romoen01,1979,1,PIT,NL,84,12,0,2,0,0,0,1,0,0,0,2,0,0,4,0,0 +rondogi01,1979,1,CHA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rookeji01,1979,1,PIT,NL,19,33,1,4,0,0,0,0,0,0,1,13,0,0,2,0,1 +roselda01,1979,1,CLE,AL,59,107,20,26,6,1,3,14,1,0,15,27,0,0,9,3,2 +rosepe01,1979,1,PHI,NL,163,628,90,208,40,5,4,59,20,11,95,32,10,2,0,5,18 +roystje01,1979,1,ATL,NL,154,601,103,164,25,6,3,51,35,8,62,59,0,0,6,7,8 +rozemda01,1979,1,DET,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rudijo01,1979,1,CAL,AL,90,330,35,80,11,3,11,61,0,0,24,61,3,1,4,2,7 +ruhleve01,1979,1,HOU,NL,13,19,3,1,1,0,0,0,0,0,1,11,0,0,2,0,0 +russebi01,1979,1,LAN,NL,153,627,72,170,26,4,7,56,6,9,24,43,2,1,14,4,20 +ruthvdi01,1979,1,PHI,NL,21,41,2,6,0,0,0,0,0,0,2,11,0,2,2,0,0 +ryanno01,1979,1,CAL,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sadekmi01,1979,1,SFN,NL,63,126,14,30,5,0,1,11,1,0,15,24,2,1,4,1,6 +sakatle01,1979,1,ML4,AL,4,14,1,7,2,0,0,1,0,0,0,1,0,0,0,0,0 +sambijo01,1979,1,HOU,NL,63,7,1,2,1,0,0,2,0,0,5,0,0,0,0,0,0 +samplbi01,1979,1,TEX,AL,128,325,60,95,21,2,5,35,8,6,37,28,1,2,10,3,6 +sandesc01,1979,1,MON,NL,34,50,0,8,2,0,0,1,0,0,0,23,0,0,7,0,0 +sanguma01,1979,1,PIT,NL,56,74,8,17,5,2,0,4,0,0,2,5,2,0,3,1,3 +santora01,1979,1,CIN,NL,7,6,0,1,0,0,0,0,0,0,1,3,0,0,0,0,0 +sarmima01,1979,1,CIN,NL,23,6,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +saucike01,1979,1,PHI,NL,29,10,0,1,0,0,0,0,0,0,0,7,0,0,0,0,0 +scarbra02,1979,1,CHA,AL,45,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schatda01,1979,1,MON,NL,32,51,6,11,1,0,1,8,0,0,6,13,0,0,1,1,1 +schmimi01,1979,1,PHI,NL,160,541,109,137,25,4,45,114,9,5,120,115,12,3,2,9,13 +schuero01,1979,1,CHA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schulbu01,1979,1,SLN,NL,31,4,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +schulda01,1979,1,CAL,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +scottge02,1979,1,BOS,AL,45,156,18,35,9,1,4,23,0,0,17,22,1,0,1,1,12 +scottge02,1979,2,KCA,AL,44,146,19,39,8,2,1,20,1,1,12,32,1,2,1,1,12 +scottge02,1979,3,NYA,AL,16,44,9,14,3,1,1,6,1,0,2,7,0,0,0,1,0 +scottmi03,1979,1,NYN,NL,18,12,1,0,0,0,0,0,0,0,1,8,0,0,1,0,0 +scottro01,1979,1,MON,NL,151,562,69,134,12,5,3,42,39,12,66,82,2,2,12,3,4 +scottto01,1979,1,SLN,NL,153,587,69,152,22,10,6,68,37,17,34,92,4,5,0,8,13 +seamaki01,1979,1,SLN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +seaveto01,1979,1,CIN,NL,33,76,3,12,3,0,2,8,0,0,1,29,0,0,4,0,2 +seibeku01,1979,1,CHN,NL,7,2,2,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +serumga01,1979,1,MIN,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sextoji01,1979,1,HOU,NL,52,43,8,9,0,0,0,1,1,3,7,7,0,0,0,0,0 +shirlbo01,1979,1,SDN,NL,49,55,2,5,1,0,0,0,0,0,3,17,0,0,5,0,1 +simmote01,1979,1,SLN,NL,123,448,68,127,22,0,26,87,0,1,61,34,22,4,0,8,10 +simpsjo01,1979,1,SEA,AL,120,265,29,75,11,0,2,27,6,3,11,21,1,1,5,2,5 +singlke01,1979,1,BAL,AL,159,570,93,168,29,1,35,111,3,1,109,118,16,1,1,7,16 +sizemte01,1979,1,CHN,NL,98,330,36,82,17,0,2,24,3,3,32,25,7,3,7,2,8 +sizemte01,1979,2,BOS,AL,26,88,12,23,7,0,1,6,1,0,4,5,0,1,0,0,6 +skaggda01,1979,1,BAL,AL,63,137,9,34,8,0,1,14,0,0,13,14,0,0,2,0,8 +skokcr01,1979,1,ATL,NL,44,3,0,0,0,0,0,0,0,0,1,2,0,0,0,0,0 +slaglro01,1979,1,NYA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +slatoji01,1979,1,ML4,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smallro02,1979,1,MIN,AL,162,621,94,168,28,3,24,95,2,3,80,80,8,4,15,9,9 +smithbi05,1979,1,BAL,AL,68,189,18,47,9,4,6,33,1,0,15,33,1,2,7,1,1 +smithke01,1979,1,SLN,NL,6,13,1,3,0,0,0,0,0,1,0,1,0,0,0,0,0 +smithlo01,1979,1,PHI,NL,17,30,4,5,2,0,0,3,2,1,1,7,0,0,0,0,0 +smithoz01,1979,1,SDN,NL,156,587,77,124,18,6,0,27,28,7,37,37,5,2,22,1,11 +smithre06,1979,1,LAN,NL,68,234,41,64,13,1,10,32,6,5,31,50,3,2,0,3,5 +soderer01,1979,1,CHA,AL,56,210,31,53,8,2,6,34,0,1,19,19,1,0,1,1,9 +soderer01,1979,2,TEX,AL,63,147,15,40,6,0,4,19,0,0,12,9,0,1,2,3,5 +sofieri01,1979,1,MIN,AL,35,93,8,28,5,0,0,12,2,3,12,27,0,0,2,0,2 +solaito01,1979,1,MON,NL,29,42,5,12,4,0,1,7,0,0,11,16,0,0,0,0,0 +solaito01,1979,2,TOR,AL,36,102,14,27,8,1,2,13,0,0,17,16,0,0,0,2,2 +solomed01,1979,1,ATL,NL,32,64,3,13,3,0,0,4,0,0,1,16,0,0,3,0,1 +sorenla01,1979,1,ML4,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sosael01,1979,1,MON,NL,62,13,0,2,1,0,0,1,0,2,1,6,0,0,1,0,1 +sotoma01,1979,1,CIN,NL,25,7,2,4,0,0,0,1,0,0,0,2,0,0,0,0,0 +speedho01,1979,1,CLE,AL,26,14,6,2,0,0,0,1,2,1,5,7,0,0,0,0,0 +speiech01,1979,1,MON,NL,113,344,31,78,13,1,7,26,0,0,43,45,10,3,0,1,13 +spencji01,1979,1,NYA,AL,106,295,60,85,15,3,23,53,0,2,38,25,11,0,1,2,12 +spikech01,1979,1,ATL,NL,66,93,12,26,8,0,3,21,0,0,5,30,1,0,0,2,3 +spillda01,1979,1,CLE,AL,49,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +spilmha01,1979,1,CIN,NL,43,56,7,12,3,0,0,5,0,0,7,5,2,2,0,0,1 +splitpa01,1979,1,KCA,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sprowbo01,1979,1,HOU,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +squirmi01,1979,1,CHA,AL,122,295,44,78,10,1,2,22,15,5,22,9,3,2,5,2,10 +staigro01,1979,1,NYA,AL,4,11,1,3,1,0,0,1,0,0,1,0,0,0,0,1,1 +stanfke01,1979,1,MIN,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stanhdo01,1979,1,BAL,AL,52,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stanlbo01,1979,1,BOS,AL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stanlfr01,1979,1,NYA,AL,57,100,9,20,1,0,2,14,0,1,5,17,0,0,4,1,1 +stargwi01,1979,1,PIT,NL,126,424,60,119,19,0,32,82,0,1,47,105,12,3,0,6,10 +staubru01,1979,1,DET,AL,68,246,32,58,12,1,9,40,1,0,32,18,1,5,1,4,9 +staubru01,1979,2,MON,NL,38,86,9,23,3,0,3,14,0,0,14,10,3,0,0,1,3 +stearjo01,1979,1,NYN,NL,155,538,58,131,29,2,9,66,15,15,52,57,5,4,3,5,21 +stegmda01,1979,1,DET,AL,12,31,6,6,0,0,3,5,1,1,2,3,0,0,0,0,0 +steinbi02,1979,1,SEA,AL,88,250,28,62,9,2,7,27,1,2,17,28,1,2,3,4,11 +steinra02,1979,1,SEA,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stennre01,1979,1,PIT,NL,108,319,31,76,13,2,0,24,1,4,24,25,6,0,2,3,11 +stewasa01,1979,1,BAL,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stiebda01,1979,1,TOR,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stinsbo01,1979,1,SEA,AL,95,247,19,60,8,0,6,28,1,2,33,38,3,4,6,3,7 +stoddti01,1979,1,BAL,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stonest01,1979,1,BAL,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +straijo01,1979,1,SFN,NL,67,257,27,62,8,1,1,12,8,4,13,21,0,3,11,1,5 +summech01,1979,1,CIN,NL,27,60,10,12,2,1,1,11,0,1,13,15,0,1,0,0,1 +summech01,1979,2,DET,AL,90,246,47,77,12,1,20,51,7,6,40,33,4,3,0,1,4 +sundbji01,1979,1,TEX,AL,150,495,50,136,23,4,5,64,3,3,51,51,5,5,5,5,17 +sutclri01,1979,1,LAN,NL,40,85,6,21,3,0,1,17,0,0,1,20,0,0,6,1,4 +suttebr01,1979,1,CHN,NL,62,12,0,3,0,0,0,3,1,0,1,5,0,0,2,0,0 +suttodo01,1979,1,LAN,NL,33,77,2,11,0,0,0,3,0,0,1,17,0,0,8,0,1 +swancr01,1979,1,NYN,NL,35,81,3,10,2,0,0,2,0,1,6,38,0,0,4,0,0 +swishst01,1979,1,SLN,NL,38,73,4,11,1,1,1,3,0,0,6,17,0,0,0,1,2 +sykesbo01,1979,1,SLN,NL,13,21,2,2,0,0,0,0,0,0,1,11,0,2,2,0,0 +tamarjo01,1979,1,SFN,NL,30,60,7,12,3,0,2,6,0,0,4,8,0,0,0,3,0 +tamarjo01,1979,2,MON,NL,12,21,0,8,2,0,0,5,0,0,3,3,0,0,0,1,0 +tananfr01,1979,1,CAL,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +taverfr01,1979,1,PIT,NL,11,45,4,11,3,0,0,1,2,1,0,2,0,0,0,0,2 +taverfr01,1979,2,NYN,NL,153,635,89,167,26,9,1,33,42,19,33,72,1,2,10,0,11 +taylobr01,1979,1,DET,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tekulke01,1979,1,PIT,NL,94,15,3,2,0,0,0,1,0,0,1,8,0,0,1,0,0 +tellmto01,1979,1,SDN,NL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +templga01,1979,1,SLN,NL,154,672,105,211,32,19,9,62,26,10,18,91,4,1,2,3,8 +tenacge01,1979,1,SDN,NL,151,463,61,122,16,4,20,67,2,6,105,106,4,7,1,6,7 +terreje01,1979,1,KCA,AL,31,40,5,12,3,0,1,2,1,0,1,1,0,0,1,0,2 +thomade01,1979,1,LAN,NL,141,406,47,104,15,4,5,44,18,5,41,49,7,5,5,3,9 +thomaga01,1979,1,LAN,NL,115,315,39,78,11,1,14,45,4,2,43,70,4,1,2,1,5 +thomago01,1979,1,ML4,AL,156,557,97,136,29,0,45,123,1,5,98,175,6,2,5,6,8 +thomaro02,1979,1,SLN,NL,26,17,0,1,1,0,0,0,0,0,0,11,0,0,1,0,0 +thompja01,1979,1,DET,AL,145,492,58,121,16,1,20,79,2,0,70,90,8,1,1,5,15 +thompsc01,1979,1,CHN,NL,128,346,36,100,13,5,2,29,4,3,17,37,1,1,1,3,8 +thondi01,1979,1,CAL,AL,35,56,6,19,3,0,0,8,0,0,5,10,0,0,1,0,2 +thormpa01,1979,1,MIN,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thornan01,1979,1,CLE,AL,143,515,89,120,31,1,26,93,5,4,90,93,2,4,1,7,8 +throoge01,1979,1,KCA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +throoge01,1979,2,HOU,NL,14,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +tiantlu01,1979,1,NYA,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tidrodi01,1979,1,NYA,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tidrodi01,1979,2,CHN,NL,63,10,0,2,0,0,0,1,0,0,1,2,0,0,2,0,0 +tobikda01,1979,1,DET,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +toddja01,1979,1,TOR,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +toddji01,1979,1,OAK,AL,51,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tolanbo01,1979,1,SDN,NL,22,21,2,4,0,1,0,2,0,0,0,2,0,0,4,0,2 +tomlida01,1979,1,CIN,NL,53,2,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +torremi01,1979,1,BOS,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +torrepa01,1979,1,CHA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +torreru01,1979,1,CHA,AL,90,170,26,43,5,0,8,24,0,0,23,37,1,2,8,0,4 +trammal01,1979,1,DET,AL,142,460,68,127,11,4,6,50,17,14,43,55,0,0,12,5,6 +travebi01,1979,1,ML4,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +trevial01,1979,1,NYN,NL,79,207,24,56,11,1,0,20,2,2,20,27,2,1,4,0,8 +trillma01,1979,1,PHI,NL,118,431,40,112,22,1,6,42,4,7,20,59,3,4,8,4,13 +troutst01,1979,1,CHA,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tudorjo01,1979,1,BOS,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +turneje01,1979,1,SDN,NL,138,448,55,111,23,2,9,61,4,2,34,58,0,2,2,4,8 +twitcwa01,1979,1,NYN,NL,33,8,0,3,0,0,0,0,0,0,0,5,0,0,1,0,0 +twitcwa01,1979,2,SEA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tysonmi01,1979,1,SLN,NL,75,190,18,42,8,2,5,20,2,1,13,28,6,1,1,2,5 +underpa01,1979,1,DET,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +underto01,1979,1,TOR,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +unserde01,1979,1,PHI,NL,95,141,26,42,8,0,6,29,2,0,14,33,2,0,1,3,4 +urreajo01,1979,1,SLN,NL,3,4,0,1,0,0,0,1,0,0,0,1,0,0,0,0,0 +vailmi01,1979,1,CHN,NL,87,179,28,60,8,2,7,35,0,2,14,27,1,0,0,2,4 +valenbo02,1979,1,SEA,AL,62,98,9,27,6,0,0,7,1,2,22,5,1,0,1,1,4 +valenel01,1979,1,MON,NL,146,548,73,151,29,3,21,82,11,9,22,74,3,1,1,3,23 +vasqura01,1979,1,SEA,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vegaje01,1979,1,MIN,AL,4,7,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +velezot01,1979,1,TOR,AL,99,274,45,79,21,0,15,48,0,1,46,45,2,3,2,0,8 +venabma01,1979,1,SFN,NL,55,85,12,14,1,1,0,3,3,3,10,18,1,1,1,0,0 +veryzto01,1979,1,CLE,AL,149,449,41,99,9,3,0,34,2,5,34,54,0,4,10,4,10 +vuckope01,1979,1,SLN,NL,34,79,7,12,0,0,0,3,0,0,1,14,0,0,8,2,2 +vukovjo01,1979,1,PHI,NL,10,15,0,3,1,0,0,1,0,0,0,3,0,0,0,0,0 +wagnema01,1979,1,DET,AL,75,146,16,40,3,0,1,13,3,2,16,25,0,0,7,2,2 +waitsri01,1979,1,CLE,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wallide01,1979,1,HOU,NL,82,147,21,48,8,4,3,31,3,2,17,21,2,0,0,1,2 +wallijo01,1979,1,OAK,AL,23,78,6,11,2,0,1,3,1,0,10,18,1,1,2,0,1 +wardga01,1979,1,MIN,AL,10,14,2,4,0,0,0,1,0,1,3,3,0,0,0,0,0 +washicl01,1979,1,CHA,AL,131,471,79,132,33,5,13,66,19,11,28,93,7,3,2,4,10 +washila01,1979,1,TEX,AL,25,18,5,5,0,0,0,2,2,1,4,0,0,0,0,0,0 +washiul01,1979,1,KCA,AL,101,268,32,68,12,5,2,25,10,7,20,44,1,0,6,6,1 +wathajo01,1979,1,KCA,AL,90,199,26,41,7,3,2,28,2,1,7,24,1,0,5,5,7 +watsobo01,1979,1,HOU,NL,49,163,15,39,4,0,3,18,0,0,16,23,1,0,1,2,3 +watsobo01,1979,2,BOS,AL,84,312,48,105,19,4,13,53,3,2,29,33,7,5,0,1,10 +welchbo01,1979,1,LAN,NL,25,19,1,3,0,0,0,3,0,0,0,6,0,1,3,0,0 +werthde01,1979,1,NYA,AL,3,4,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +wessiji01,1979,1,ATL,NL,10,7,2,0,0,0,0,0,0,0,1,4,0,0,0,0,0 +whisela01,1979,1,ATL,NL,13,37,3,9,2,1,0,1,1,0,3,3,0,0,1,0,1 +whitalo01,1979,1,DET,AL,127,423,75,121,14,8,3,42,20,10,78,66,2,1,14,4,10 +whitefr01,1979,1,KCA,AL,127,467,73,124,26,4,10,48,28,8,25,54,3,1,3,7,11 +whiteje01,1979,1,MON,NL,88,138,30,41,7,1,3,18,8,4,21,23,2,1,0,1,1 +whitero01,1979,1,NYA,AL,81,205,24,44,6,0,3,27,2,2,23,21,1,0,5,3,6 +whitfte01,1979,1,SFN,NL,133,394,52,113,20,4,5,44,5,4,36,47,6,4,7,4,15 +whitsed01,1979,1,PIT,NL,19,13,1,0,0,0,0,0,0,0,1,5,0,0,4,0,0 +whitsed01,1979,2,SFN,NL,18,32,1,5,0,0,0,2,0,0,0,10,0,0,5,0,0 +wiedeto01,1979,1,HOU,NL,4,6,0,4,1,0,0,2,0,0,0,2,0,0,0,0,0 +wihtosa01,1979,1,CLE,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wilbote01,1979,1,TOR,AL,22,12,3,0,0,0,0,0,0,1,1,7,0,0,1,0,0 +wilcomi01,1979,1,DET,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wilforo01,1979,1,MIN,AL,140,419,71,131,22,6,9,59,11,4,29,54,3,2,25,10,2 +wilheji01,1979,1,SDN,NL,39,103,8,25,4,3,0,8,1,1,2,12,0,0,2,1,0 +wilkier01,1979,1,CLE,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +willimi01,1979,1,TOR,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +williri03,1979,1,HOU,NL,31,31,2,8,1,0,0,0,0,0,3,18,0,0,2,0,0 +willsbu01,1979,1,TEX,AL,146,543,90,148,21,3,5,46,35,11,53,58,4,4,14,3,12 +wilsoga02,1979,1,HOU,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wilsowi02,1979,1,KCA,AL,154,588,113,185,18,13,6,49,83,12,28,92,3,7,13,4,1 +winfida01,1979,1,SDN,NL,159,597,97,184,27,10,34,118,15,9,85,71,24,2,0,2,9 +wirthal01,1979,1,OAK,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wiseri01,1979,1,CLE,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wockejo01,1979,1,DET,AL,87,231,27,61,9,1,15,46,2,2,18,40,0,2,1,2,9 +wohlfji01,1979,1,ML4,AL,63,175,19,46,13,1,1,17,6,2,8,28,0,0,5,3,3 +wolfela01,1979,1,BOS,AL,47,78,12,19,4,0,3,15,0,0,17,21,0,1,2,2,1 +woodsal01,1979,1,TOR,AL,132,436,57,121,24,4,5,36,6,4,40,28,0,1,7,4,7 +worthri01,1979,1,CHA,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wrighji02,1979,1,BOS,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wynegbu01,1979,1,MIN,AL,149,504,74,136,20,0,7,57,2,2,74,36,5,2,11,4,13 +yastrca01,1979,1,BOS,AL,147,518,69,140,28,1,21,87,3,3,62,46,8,2,0,8,12 +yeagest01,1979,1,LAN,NL,105,310,33,67,9,2,13,41,1,0,29,68,8,0,5,2,12 +youngjo02,1979,1,NYN,NL,158,590,90,162,37,5,16,60,18,13,60,84,7,7,4,4,7 +youngki01,1979,1,DET,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +yountro01,1979,1,ML4,AL,149,577,72,154,26,5,8,51,11,8,35,52,3,1,10,3,15 +zachrpa01,1979,1,NYN,NL,7,16,0,2,0,0,0,0,0,0,0,7,0,0,0,0,0 +zahnge01,1979,1,MIN,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +zdebjo01,1979,1,KCA,AL,15,23,3,4,1,1,0,0,1,0,2,4,0,0,0,0,1 +ziskri01,1979,1,TEX,AL,144,503,69,132,21,1,18,64,1,1,57,75,4,0,1,2,15 +aasedo01,1980,1,CAL,AL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +abbotgl01,1980,1,SEA,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +adamsgl01,1980,1,MIN,AL,99,262,32,75,11,2,6,38,2,4,15,26,1,0,6,4,11 +aguaylu01,1980,1,PHI,NL,20,47,7,13,1,2,1,8,1,1,2,3,0,0,0,1,0 +aikenwi01,1980,1,KCA,AL,151,543,70,151,24,0,20,98,1,0,64,88,3,7,0,9,23 +aingeda01,1980,1,TOR,AL,38,111,11,27,6,1,0,4,3,0,2,29,0,1,1,0,3 +alexado01,1980,1,ATL,NL,35,83,7,15,3,0,0,3,0,0,3,24,0,0,3,0,1 +alexaga01,1980,1,CLE,AL,76,178,22,40,7,1,5,31,0,4,17,52,1,0,0,3,9 +alexama01,1980,1,PIT,NL,37,3,13,1,1,0,0,0,10,3,0,0,0,0,0,0,0 +allarbr01,1980,1,TEX,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +allenga01,1980,1,BOS,AL,36,70,9,25,6,0,0,10,2,2,13,11,0,0,1,1,1 +allenki01,1980,1,SEA,AL,23,51,9,12,3,0,0,3,10,3,8,3,2,1,2,0,1 +allenne01,1980,1,NYN,NL,59,14,0,2,0,0,0,0,0,0,1,7,0,0,1,0,0 +almonbi01,1980,1,MON,NL,18,38,2,10,1,1,0,3,0,0,1,5,0,0,0,1,2 +almonbi01,1980,2,NYN,NL,48,112,13,19,3,2,0,4,2,0,8,27,1,0,0,0,0 +alstode01,1980,1,CLE,AL,52,54,11,12,1,2,0,9,2,4,5,7,2,2,1,2,1 +anderji01,1980,1,SEA,AL,116,317,46,72,7,0,8,30,2,4,27,39,1,3,6,2,5 +anderri01,1980,1,SEA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +andujjo01,1980,1,HOU,NL,35,29,3,5,0,1,1,3,0,0,3,16,0,0,5,0,1 +apontlu01,1980,1,BOS,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +armasto01,1980,1,OAK,AL,158,628,87,175,18,8,35,109,5,3,29,128,4,2,2,5,22 +armstmi01,1980,1,SDN,NL,11,3,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +arroyfe01,1980,1,MIN,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ashbyal01,1980,1,HOU,NL,116,352,30,90,19,2,3,48,0,0,35,40,12,0,2,5,11 +ashfotu01,1980,1,TEX,AL,15,32,2,4,0,0,0,3,0,0,3,3,0,0,0,0,1 +asselbr01,1980,1,ATL,NL,87,218,18,62,13,1,3,25,1,3,11,37,3,1,2,3,9 +auerbri01,1980,1,CIN,NL,24,33,5,11,1,1,1,4,0,3,3,5,0,0,1,0,0 +augusje01,1980,1,ML4,AL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +aultdo01,1980,1,TOR,AL,64,144,12,28,5,1,3,15,0,1,14,23,0,2,0,1,3 +avilera01,1980,1,PHI,NL,51,101,12,28,6,0,2,9,0,0,10,9,2,0,2,2,3 +ayalabe01,1980,1,BAL,AL,76,170,28,45,8,1,10,33,0,0,19,21,3,0,0,2,4 +babcobo01,1980,1,TEX,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +backmwa01,1980,1,NYN,NL,27,93,12,30,1,1,0,9,2,3,11,14,1,1,4,1,3 +bacsimi01,1980,1,MIN,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bahnsst01,1980,1,MON,NL,57,9,1,1,1,0,0,0,0,0,4,3,0,0,0,0,1 +bailobo01,1980,1,TOR,AL,117,347,44,82,14,2,1,16,12,8,36,33,3,2,2,1,5 +baineha01,1980,1,CHA,AL,141,491,55,125,23,6,13,49,2,4,19,65,7,1,2,5,15 +bairdo01,1980,1,CIN,NL,61,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +bakerch02,1980,1,SDN,NL,9,22,0,3,1,0,0,0,0,0,0,4,0,0,0,0,0 +bakerdu01,1980,1,LAN,NL,153,579,80,170,26,4,29,97,12,10,43,66,4,3,1,12,11 +bandosa01,1980,1,ML4,AL,78,254,28,50,12,1,5,31,5,3,29,35,2,1,3,4,7 +bannial01,1980,1,CHA,AL,45,130,16,25,6,0,0,9,5,2,12,16,5,0,3,1,3 +bannial01,1980,2,CLE,AL,81,262,41,86,17,4,1,32,9,2,28,25,1,0,3,4,6 +bannifl01,1980,1,SEA,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barkele01,1980,1,CLE,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barlomi01,1980,1,TOR,AL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barrage01,1980,1,KCA,AL,7,0,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barrifr01,1980,1,CHA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barrji01,1980,1,CAL,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bassra01,1980,1,SDN,NL,19,49,5,14,0,1,3,8,0,0,7,7,1,1,0,0,0 +baumgro01,1980,1,CHA,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +baylodo01,1980,1,CAL,AL,90,340,39,85,12,2,5,51,6,6,24,32,4,11,0,5,9 +beallbo01,1980,1,PIT,NL,3,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +beardda01,1980,1,OAK,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +beattji01,1980,1,SEA,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +beckwjo01,1980,1,LAN,NL,38,2,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +belanma01,1980,1,BAL,AL,113,268,37,61,7,3,0,22,6,3,12,25,0,0,11,0,1 +bellbu01,1980,1,TEX,AL,129,490,76,161,24,4,17,83,3,1,40,39,11,0,4,0,16 +bellke01,1980,1,CHA,AL,92,191,16,34,5,2,1,11,0,0,29,37,1,0,2,2,3 +benchjo01,1980,1,CIN,NL,114,360,52,90,12,0,24,68,4,2,41,64,2,2,0,4,9 +benedbr01,1980,1,ATL,NL,120,359,18,91,14,1,2,34,3,3,28,36,8,1,13,1,11 +beniqju01,1980,1,SEA,AL,70,237,26,54,10,0,6,21,2,3,17,25,0,0,3,1,10 +bentobu01,1980,1,NYN,NL,12,21,0,1,0,0,0,0,0,0,2,4,0,1,0,0,1 +berenbr01,1980,1,CIN,NL,6,7,1,0,0,0,0,0,0,0,0,2,0,0,4,0,0 +berenju01,1980,1,NYN,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bergmda01,1980,1,HOU,NL,90,78,12,20,6,1,0,3,1,0,10,10,2,0,3,0,1 +bernato01,1980,1,MON,NL,82,183,26,41,7,1,5,18,9,2,17,41,4,0,1,1,3 +berrada01,1980,1,PIT,NL,93,245,21,54,8,2,6,31,2,0,16,52,6,1,4,2,6 +bevacku01,1980,1,SDN,NL,62,71,4,19,6,1,0,12,1,1,6,1,0,0,1,1,1 +bevacku01,1980,2,PIT,NL,22,43,1,7,1,0,0,4,0,0,6,7,0,1,0,0,2 +bibbyji01,1980,1,PIT,NL,35,77,6,12,3,0,1,7,0,0,6,32,0,1,10,1,1 +biittla01,1980,1,CHN,NL,127,273,21,68,12,2,1,34,1,3,18,33,2,2,0,6,6 +billija01,1980,1,DET,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +billija01,1980,2,BOS,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +birddo01,1980,1,NYA,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +blackti01,1980,1,CHN,NL,103,320,24,87,16,4,5,30,0,1,41,62,6,0,2,3,5 +blairde01,1980,1,SDN,NL,5,5,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +blairpa01,1980,1,NYA,AL,12,2,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +blankla01,1980,1,ATL,NL,88,221,23,45,6,0,2,12,1,2,16,27,1,0,4,2,6 +bluevi01,1980,1,SFN,NL,31,68,3,5,1,0,0,1,0,0,3,34,0,0,7,1,0 +blylebe01,1980,1,PIT,NL,37,61,0,5,1,0,0,2,0,0,0,27,0,1,9,0,1 +bochtbr01,1980,1,SEA,AL,148,520,62,156,34,4,13,78,2,3,72,81,13,0,4,7,16 +bochybr01,1980,1,HOU,NL,22,22,0,4,1,0,0,0,0,0,5,7,1,1,0,0,0 +boddimi01,1980,1,BAL,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +boggsto01,1980,1,ATL,NL,32,63,2,10,0,0,0,2,0,0,0,22,0,0,6,1,3 +boitada01,1980,1,ML4,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bombama01,1980,1,NYN,NL,36,43,5,10,3,0,0,5,0,0,3,15,0,2,5,0,0 +bondsbo01,1980,1,SLN,NL,86,231,37,47,5,3,5,24,15,5,33,74,3,2,1,3,4 +bonhabi01,1980,1,CIN,NL,4,6,1,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +bonneba01,1980,1,TOR,AL,130,463,55,124,22,4,13,56,3,4,37,59,2,2,3,4,14 +bonnebo01,1980,1,BAL,AL,4,4,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0 +boonebo01,1980,1,PHI,NL,141,480,34,110,23,1,9,55,3,4,48,41,12,1,4,2,9 +borbope01,1980,1,SLN,NL,10,4,0,1,0,0,0,1,0,0,0,2,0,0,0,0,0 +bordiri01,1980,1,OAK,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bordlbi01,1980,1,SFN,NL,8,6,0,1,0,0,0,0,0,0,1,1,0,0,2,0,0 +borgmgl01,1980,1,CHA,AL,32,87,10,19,2,0,2,14,0,0,14,9,0,0,0,2,1 +bosetri01,1980,1,TOR,AL,53,188,24,40,7,1,4,18,4,6,15,29,1,2,1,1,2 +bosleth01,1980,1,CHA,AL,70,147,12,33,2,0,2,14,3,2,10,27,3,0,4,1,5 +bottira01,1980,1,CAL,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bourjch01,1980,1,SFN,NL,13,22,4,5,1,0,1,2,0,0,2,7,0,0,0,0,1 +bowala01,1980,1,PHI,NL,147,540,57,144,16,4,2,39,21,6,24,28,7,3,7,3,9 +bowensa02,1980,1,BOS,AL,7,13,0,2,0,0,0,0,1,0,2,3,0,0,0,0,0 +bradfla01,1980,1,ATL,NL,56,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1 +brantma01,1980,1,NYA,AL,3,6,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +braunst01,1980,1,KCA,AL,14,23,0,1,0,0,0,1,0,0,2,2,0,0,0,0,0 +braunst01,1980,2,TOR,AL,37,55,4,15,2,0,1,9,0,0,8,5,1,0,0,0,2 +breinfr01,1980,1,SFN,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brettge01,1980,1,KCA,AL,117,449,87,175,33,9,24,118,15,6,58,22,16,1,0,7,11 +brettke01,1980,1,KCA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brohaja01,1980,1,BOS,AL,21,57,5,18,2,0,1,6,0,0,4,3,0,0,1,0,2 +brohaja01,1980,2,CLE,AL,53,142,13,32,5,1,1,15,0,1,14,6,4,0,3,2,5 +brookhu01,1980,1,NYN,NL,24,81,8,25,2,1,1,10,1,1,5,9,0,2,1,0,1 +brookto01,1980,1,DET,AL,151,509,64,140,25,9,10,66,13,11,32,71,3,1,2,7,10 +brouhma01,1980,1,ML4,AL,45,125,17,29,6,0,5,16,1,0,7,24,0,1,0,0,3 +brownbo04,1980,1,NYA,AL,137,412,65,107,12,5,14,47,27,8,29,82,4,0,2,3,8 +brusswa01,1980,1,PHI,NL,26,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +bucknbi01,1980,1,CHN,NL,145,578,69,187,41,3,10,68,1,2,30,18,11,0,0,6,13 +bumbral01,1980,1,BAL,AL,160,645,118,205,29,9,9,53,44,11,78,75,8,3,9,3,9 +burgmto01,1980,1,BOS,AL,62,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +burleri01,1980,1,BOS,AL,155,644,89,179,29,2,8,51,12,13,62,51,0,2,6,4,24 +burnsbr01,1980,1,CHA,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +burnssh01,1980,1,CIN,NL,7,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +burrira01,1980,1,NYN,NL,29,51,1,5,0,0,0,0,0,1,2,18,0,0,3,0,0 +burroje01,1980,1,ATL,NL,99,278,35,73,14,0,13,51,1,1,35,57,6,2,1,2,4 +busbyst01,1980,1,KCA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +busketo01,1980,1,TOR,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +butchjo01,1980,1,TEX,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +butersa01,1980,1,MIN,AL,34,85,4,23,1,0,0,2,0,0,3,6,0,1,1,1,4 +bystrma01,1980,1,PHI,NL,6,14,1,1,0,0,0,1,0,0,1,9,0,0,0,0,0 +cabelen01,1980,1,HOU,NL,152,604,69,167,23,8,2,55,21,13,26,84,6,1,1,5,13 +caldwmi01,1980,1,ML4,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +camacer01,1980,1,OAK,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +campabe01,1980,1,CAL,AL,77,210,32,53,8,1,2,18,10,5,14,33,0,1,7,2,4 +campbbi02,1980,1,BOS,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +campri01,1980,1,ATL,NL,77,9,0,1,1,0,0,0,0,0,0,6,0,0,0,0,0 +candejo01,1980,1,PIT,NL,35,77,5,15,3,0,0,7,0,0,4,14,0,0,3,1,2 +cannojo01,1980,1,TOR,AL,70,50,16,4,0,0,0,4,2,2,0,14,0,1,0,0,0 +capildo01,1980,1,CHN,NL,40,21,1,4,0,1,0,1,0,0,0,9,0,0,1,0,1 +carbobe01,1980,1,SLN,NL,14,11,0,2,0,0,0,0,0,0,1,0,0,0,1,0,0 +carbobe01,1980,2,PIT,NL,7,6,0,2,0,0,0,1,0,0,1,1,0,0,0,0,0 +cardejo02,1980,1,NYN,NL,26,42,4,7,1,0,0,4,0,1,6,4,0,0,0,1,3 +cardejo02,1980,2,KCA,AL,25,53,8,18,2,0,0,5,0,0,5,5,0,0,0,3,0 +carewro01,1980,1,CAL,AL,144,540,74,179,34,7,3,59,23,15,59,38,7,1,9,3,15 +carltst01,1980,1,PHI,NL,38,101,7,19,1,0,0,6,0,0,1,21,0,0,6,3,4 +cartega01,1980,1,MON,NL,154,549,76,145,25,5,29,101,3,2,58,78,11,1,1,8,9 +cashda01,1980,1,SDN,NL,130,397,25,90,14,2,1,23,6,5,35,21,5,0,2,3,16 +castibo01,1980,1,LAN,NL,62,9,0,1,0,0,0,0,0,0,0,4,0,0,1,0,0 +castijo01,1980,1,MIN,AL,150,546,67,165,17,7,13,64,7,5,29,67,1,0,21,3,15 +castima01,1980,1,KCA,AL,7,10,1,2,0,0,0,0,0,0,0,0,0,0,0,0,0 +castrbi01,1980,1,ML4,AL,56,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +caudibi01,1980,1,CHN,NL,72,9,0,2,1,0,0,1,0,0,0,2,0,0,1,0,1 +cedence01,1980,1,HOU,NL,137,499,71,154,32,8,10,73,48,15,66,72,11,1,1,2,13 +ceronri01,1980,1,NYA,AL,147,519,70,144,30,4,14,85,1,3,32,56,2,6,8,10,14 +ceyro01,1980,1,LAN,NL,157,551,81,140,25,0,28,77,2,2,69,92,5,5,4,1,16 +chalkda01,1980,1,KCA,AL,69,167,19,42,10,1,1,20,1,1,18,27,0,2,0,3,5 +chambch01,1980,1,ATL,NL,158,602,83,170,37,2,18,72,7,3,49,73,6,4,2,4,11 +chambcr01,1980,1,KCA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chappha01,1980,1,CHA,AL,26,50,6,8,2,0,0,2,0,2,4,10,0,1,1,0,0 +charbjo01,1980,1,CLE,AL,131,453,76,131,17,2,23,87,2,4,49,70,0,3,1,6,24 +chrisga01,1980,1,KCA,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chrisla01,1980,1,PHI,NL,14,19,6,7,0,0,1,4,0,0,3,9,0,0,3,0,0 +clancji01,1980,1,TOR,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clarkbo04,1980,1,CAL,AL,78,261,26,60,10,1,5,23,0,1,11,42,0,2,1,0,7 +clarkja01,1980,1,SFN,NL,127,437,77,124,20,8,22,82,2,5,74,52,13,2,1,10,12 +clayke01,1980,1,TEX,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clearma01,1980,1,CAL,AL,58,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clevere01,1980,1,ML4,AL,45,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clibust01,1980,1,CAL,AL,54,56,7,10,2,0,2,6,0,0,3,9,0,0,0,1,1 +collida02,1980,1,CIN,NL,144,551,94,167,20,4,3,35,79,21,53,68,2,3,3,3,5 +collido01,1980,1,CLE,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +combege01,1980,1,CIN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +comerst01,1980,1,TEX,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +conceda01,1980,1,CIN,NL,156,622,72,162,31,8,5,77,12,2,37,107,2,1,2,6,20 +conceon01,1980,1,KCA,AL,12,15,1,2,0,0,0,2,0,0,0,1,0,0,0,0,1 +contrna01,1980,1,CHA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +coopece01,1980,1,ML4,AL,153,622,96,219,33,4,25,122,17,6,39,42,15,2,7,8,16 +coopega01,1980,1,ATL,NL,21,2,3,0,0,0,0,0,2,1,0,1,0,0,0,0,0 +corbedo01,1980,1,MIN,AL,73,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +corcoti01,1980,1,DET,AL,84,153,20,44,7,1,3,18,0,2,22,10,2,1,0,1,4 +coreyma01,1980,1,BAL,AL,36,36,7,10,2,0,1,2,0,1,5,7,0,0,0,0,0 +correvi01,1980,1,CIN,NL,10,19,1,8,1,0,0,3,0,0,0,2,0,0,0,0,0 +coseyra01,1980,1,OAK,AL,9,9,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +cowenal01,1980,1,CAL,AL,34,119,11,27,5,0,1,17,1,2,12,21,1,1,0,0,2 +cowenal01,1980,2,DET,AL,108,403,58,113,15,3,5,42,5,6,37,40,4,1,7,4,6 +coxje01,1980,1,OAK,AL,59,169,20,36,3,0,0,9,8,5,14,23,0,0,11,0,2 +coxla01,1980,1,SEA,AL,105,243,18,49,6,2,4,20,1,2,19,36,0,0,9,0,9 +coxte02,1980,1,SEA,AL,83,247,17,60,9,0,2,23,0,0,19,25,3,0,1,2,8 +craigro02,1980,1,SEA,AL,70,240,30,57,15,1,3,20,3,6,17,35,3,2,5,0,5 +crawfst01,1980,1,BOS,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cromawa01,1980,1,MON,NL,162,597,74,172,33,5,14,70,8,8,51,64,24,2,4,3,24 +crowlte01,1980,1,BAL,AL,92,233,33,67,8,0,12,50,0,0,29,21,2,0,2,2,8 +cruzhe01,1980,1,CIN,NL,52,75,5,16,4,1,1,5,0,0,8,16,1,0,0,0,1 +cruzjo01,1980,1,HOU,NL,160,612,79,185,29,7,11,91,36,11,60,66,13,0,0,8,11 +cruzju01,1980,1,SEA,AL,119,422,66,88,9,3,2,16,45,7,59,49,0,1,13,2,6 +cruzto02,1980,1,CAL,AL,18,40,5,11,3,0,1,5,0,0,5,8,1,0,0,0,0 +cruzto02,1980,2,CHA,AL,90,293,23,68,11,1,2,18,2,1,9,54,0,2,6,1,5 +cruzvi01,1980,1,CLE,AL,55,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cubbami01,1980,1,MIN,AL,103,285,29,70,9,0,8,42,0,1,23,37,4,1,6,3,4 +curtijo01,1980,1,SDN,NL,31,62,2,12,1,0,0,2,0,0,2,31,0,0,5,0,0 +dacqujo01,1980,1,SDN,NL,39,8,1,0,0,0,0,0,0,0,1,4,0,0,2,0,0 +dacqujo01,1980,2,MON,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dadepa01,1980,1,SDN,NL,68,53,17,10,0,0,0,3,4,5,12,10,0,0,0,0,2 +darwida01,1980,1,TEX,AL,53,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dauerri01,1980,1,BAL,AL,152,557,71,158,32,0,2,63,3,2,46,19,1,3,6,6,22 +davalvi01,1980,1,LAN,NL,7,6,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +davisbo02,1980,1,TOR,AL,91,218,18,47,11,0,4,19,0,0,12,25,0,1,9,0,9 +davisdi02,1980,1,ML4,AL,106,365,50,99,26,2,4,30,5,3,11,43,0,3,0,2,8 +davisma01,1980,1,PHI,NL,2,2,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +davismi02,1980,1,OAK,AL,51,95,11,20,2,1,1,8,2,1,7,14,0,0,4,1,2 +davisod01,1980,1,TEX,AL,17,8,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +davisro02,1980,1,NYA,AL,53,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +dawsoan01,1980,1,MON,NL,151,577,96,178,41,7,17,87,34,9,44,69,7,6,1,10,9 +decindo01,1980,1,BAL,AL,145,489,64,122,23,2,16,64,11,6,49,83,5,3,4,4,20 +dejesiv01,1980,1,CHN,NL,157,618,78,160,26,3,3,33,44,16,60,81,2,4,8,2,4 +dempsri01,1980,1,BAL,AL,119,362,51,95,26,3,9,40,3,1,36,45,1,3,4,1,11 +dennyjo01,1980,1,CLE,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dentbu01,1980,1,NYA,AL,141,489,57,128,26,2,5,52,0,3,48,37,1,2,9,5,6 +dernibo01,1980,1,PHI,NL,10,7,5,4,0,0,0,1,3,0,1,0,0,0,0,0,0 +desajo01,1980,1,SLN,NL,7,11,0,3,0,0,0,0,0,0,0,2,0,0,0,0,1 +dethebo01,1980,1,KCA,AL,20,26,2,8,2,0,1,7,1,1,1,4,0,0,0,0,0 +devinad01,1980,1,TEX,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +diazbo01,1980,1,CLE,AL,76,207,15,47,11,2,3,32,1,0,7,27,3,0,5,2,12 +dillast01,1980,1,CHN,NL,100,244,31,55,8,1,4,27,2,2,20,54,2,1,0,2,3 +dilonmi01,1980,1,CLE,AL,132,528,82,180,30,9,0,40,61,18,28,45,1,2,6,2,7 +donohto01,1980,1,CAL,AL,84,218,18,41,4,1,2,14,5,1,7,63,0,1,3,1,0 +dorseji01,1980,1,CAL,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dotsori01,1980,1,CHA,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +downibr01,1980,1,CAL,AL,30,93,5,27,6,0,2,25,0,2,12,12,1,0,1,2,5 +doylebr01,1980,1,NYA,AL,34,75,8,13,1,0,1,5,1,1,6,7,0,0,0,0,1 +dragodi01,1980,1,BOS,AL,43,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dressro01,1980,1,SEA,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +driesda01,1980,1,CIN,NL,154,524,81,139,36,1,14,74,19,6,93,68,17,6,0,9,14 +duesha01,1980,1,MON,NL,6,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +durhale01,1980,1,SLN,NL,96,303,42,82,15,4,8,42,8,5,18,55,1,1,3,5,3 +dwyerji01,1980,1,BOS,AL,93,260,41,74,11,1,9,38,3,2,28,23,5,2,1,1,4 +dybzije01,1980,1,CLE,AL,114,248,32,57,11,1,1,23,4,1,13,35,0,2,14,1,5 +dyerdu01,1980,1,DET,AL,48,108,11,20,1,0,4,11,0,0,13,34,1,0,5,0,3 +easlemi01,1980,1,PIT,NL,132,393,66,133,27,3,21,74,5,9,43,65,6,0,0,9,7 +eastwra01,1980,1,KCA,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +eckerde01,1980,1,BOS,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +edlerda01,1980,1,SEA,AL,28,89,11,20,1,0,3,9,2,3,8,16,1,0,2,0,3 +edwarda01,1980,1,MIN,AL,81,200,26,50,9,1,2,20,2,1,12,51,1,1,1,1,6 +edwarmi01,1980,1,OAK,AL,46,59,10,14,0,0,0,3,1,1,1,5,0,0,3,0,1 +eicheju01,1980,1,SDN,NL,15,27,1,3,0,0,0,0,1,0,2,18,0,0,4,0,0 +elliora01,1980,1,OAK,AL,14,39,4,5,3,0,0,1,0,0,1,13,0,0,0,0,1 +ellisjo01,1980,1,TEX,AL,73,182,12,43,9,1,1,23,3,0,14,23,1,1,0,3,6 +erickro01,1980,1,MIN,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +espinni01,1980,1,PHI,NL,13,26,4,3,1,0,0,2,0,0,0,9,0,0,3,0,0 +essiaji01,1980,1,OAK,AL,87,285,19,66,11,0,5,29,1,3,30,18,0,0,3,3,14 +evansba01,1980,1,SDN,NL,73,125,11,29,3,2,1,14,1,1,17,21,1,0,2,3,2 +evansda01,1980,1,SFN,NL,154,556,69,147,23,0,20,78,17,5,83,65,6,2,6,6,12 +evansdw01,1980,1,BOS,AL,148,463,72,123,37,5,18,60,3,1,64,98,6,5,6,4,5 +faedole01,1980,1,MIN,AL,5,8,1,2,1,0,0,0,0,0,0,0,0,0,1,0,0 +faheybi01,1980,1,SDN,NL,93,241,18,62,4,0,1,22,2,0,21,16,6,0,1,2,4 +falcope01,1980,1,NYN,NL,37,41,2,6,0,0,0,3,0,0,2,12,0,0,6,0,0 +farmeed01,1980,1,CHA,AL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +feltote01,1980,1,MIN,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fergujo01,1980,1,LAN,NL,77,172,20,41,3,2,9,29,2,2,38,46,11,0,1,3,8 +ferribo01,1980,1,CAL,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fidryma01,1980,1,DET,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +figueed01,1980,1,NYA,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +figueed01,1980,2,TEX,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +figueje01,1980,1,CHN,NL,115,198,20,50,5,0,1,11,2,1,14,16,0,2,2,0,3 +fingero01,1980,1,SDN,NL,66,18,0,5,3,0,0,0,0,0,0,5,0,0,1,0,1 +fischmi01,1980,1,HOU,NL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +fiskca01,1980,1,BOS,AL,131,478,73,138,25,3,18,62,11,5,36,62,6,13,0,3,12 +flanami01,1980,1,BAL,AL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +flannti01,1980,1,SDN,NL,95,292,15,70,12,0,0,25,2,2,18,30,4,0,4,1,5 +flinnjo01,1980,1,ML4,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +flynndo01,1980,1,NYN,NL,128,443,46,113,9,8,0,24,2,2,22,20,14,0,6,3,15 +foleyma01,1980,1,CHA,AL,68,137,14,29,5,0,4,15,0,0,9,22,3,2,1,4,0 +foliti01,1980,1,PIT,NL,127,495,61,131,22,0,3,38,11,7,19,23,1,6,13,7,5 +footeba01,1980,1,CHN,NL,63,202,16,48,13,1,6,28,1,1,13,18,2,0,0,1,7 +fordda01,1980,1,CAL,AL,65,226,22,63,11,0,7,26,0,1,19,45,1,2,1,1,15 +fordda02,1980,1,BAL,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +forscbo01,1980,1,SLN,NL,32,78,11,23,5,0,3,10,1,0,2,18,0,0,9,0,1 +forscke01,1980,1,HOU,NL,32,77,3,18,3,0,0,8,1,0,1,33,0,0,6,0,0 +forstte01,1980,1,LAN,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fostege01,1980,1,CIN,NL,144,528,79,144,21,5,25,93,1,0,75,99,14,1,0,4,14 +frazige01,1980,1,SLN,NL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +friaspe01,1980,1,TEX,AL,116,227,27,55,5,1,0,10,5,1,4,23,0,1,12,2,8 +friaspe01,1980,2,LAN,NL,14,9,1,2,1,0,0,0,0,0,0,0,0,0,0,0,1 +frostda01,1980,1,CAL,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +frymawo01,1980,1,MON,NL,61,12,0,2,0,0,0,2,0,0,0,4,0,0,2,0,0 +fulghjo01,1980,1,SLN,NL,16,27,1,0,0,0,0,0,0,0,0,17,0,0,3,0,0 +galeri01,1980,1,KCA,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gamblos01,1980,1,NYA,AL,78,194,40,54,10,2,14,50,2,0,28,21,4,4,0,3,2 +gantnji01,1980,1,ML4,AL,132,415,47,117,21,3,4,40,11,10,30,29,5,1,8,3,8 +garbege01,1980,1,ATL,NL,68,2,0,1,0,0,0,1,0,0,0,1,0,0,0,0,0 +garcida01,1980,1,TOR,AL,140,543,50,151,30,7,4,46,13,13,12,55,2,3,4,3,14 +garciki01,1980,1,BAL,AL,111,311,27,62,8,0,1,27,8,4,24,57,0,0,3,2,11 +garlawa01,1980,1,CLE,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +garneph01,1980,1,PIT,NL,151,548,62,142,27,6,5,58,32,7,46,53,12,2,7,7,12 +garrra01,1980,1,CAL,AL,21,42,5,8,1,0,0,3,0,0,4,6,2,0,0,0,0 +garvest01,1980,1,LAN,NL,163,658,78,200,27,1,26,106,6,11,36,67,6,3,3,4,17 +garvije01,1980,1,TOR,AL,61,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gedmari01,1980,1,BOS,AL,9,24,2,5,0,0,0,1,0,0,0,5,0,0,0,0,1 +geronce01,1980,1,CIN,NL,103,145,16,37,5,0,2,9,2,1,14,24,3,0,2,1,2 +gibsoki01,1980,1,DET,AL,51,175,23,46,2,1,9,16,4,7,10,45,0,1,1,2,0 +gleatje01,1980,1,TEX,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +glynned01,1980,1,NYN,NL,38,6,0,0,0,0,0,0,0,0,0,2,0,0,2,0,0 +goltzda01,1980,1,LAN,NL,35,47,1,6,0,0,0,4,0,0,7,23,0,0,7,0,0 +gomezlu01,1980,1,ATL,NL,121,278,18,53,6,0,0,24,0,4,17,27,2,1,10,1,9 +gonzada01,1980,1,DET,AL,2,7,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +gonzaju02,1980,1,HOU,NL,40,52,5,6,1,0,0,1,1,0,1,8,1,0,1,0,1 +gonzaor01,1980,1,OAK,AL,25,70,10,17,0,0,0,1,0,2,9,8,0,0,1,0,0 +goodwda01,1980,1,MIN,AL,55,115,12,23,5,0,1,11,0,0,17,32,0,0,1,1,4 +gossari01,1980,1,NYA,AL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grahada01,1980,1,BAL,AL,86,266,32,74,7,1,15,54,0,0,14,40,0,0,1,4,4 +grayga01,1980,1,CLE,AL,28,54,4,8,1,0,2,4,0,0,3,13,1,0,0,0,2 +grichbo01,1980,1,CAL,AL,150,498,60,135,22,2,14,62,3,7,84,108,2,4,5,5,16 +griffal01,1980,1,TOR,AL,155,653,63,166,26,15,2,41,18,23,24,58,2,4,10,5,7 +griffke01,1980,1,CIN,NL,146,544,89,160,28,10,13,85,23,1,62,77,4,1,3,5,4 +griffmi02,1980,1,NYA,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +griffto02,1980,1,SFN,NL,44,18,1,2,0,0,1,1,0,0,0,7,0,0,2,0,0 +grimsro02,1980,1,MON,NL,11,9,1,2,1,0,0,0,0,0,0,4,0,0,0,0,0 +grimsro02,1980,2,CLE,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grossgr01,1980,1,PHI,NL,127,154,19,37,7,2,0,12,1,1,24,7,1,1,3,0,4 +grosswa01,1980,1,OAK,AL,113,366,45,103,20,3,14,61,5,3,44,39,9,1,2,6,2 +grubbjo01,1980,1,TEX,AL,110,274,40,76,12,1,9,32,2,3,42,35,5,2,2,3,11 +guerrma01,1980,1,OAK,AL,116,381,32,91,16,2,2,23,3,3,19,32,2,1,7,6,15 +guerrpe01,1980,1,LAN,NL,75,183,27,59,9,1,7,31,2,1,12,31,3,0,1,3,2 +guidrro01,1980,1,NYA,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guldebr01,1980,1,NYA,AL,2,3,1,1,0,0,1,2,0,0,0,0,0,0,0,0,0 +gullibi01,1980,1,MON,NL,24,40,2,7,1,0,0,0,0,0,2,11,0,0,10,0,0 +gurala01,1980,1,KCA,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +haasmo01,1980,1,ML4,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +haliced01,1980,1,SFN,NL,11,6,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +haliced01,1980,2,CAL,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hamilda01,1980,1,OAK,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hancoga01,1980,1,BOS,AL,46,115,9,33,6,0,4,19,0,3,3,11,0,0,0,2,1 +hannapr01,1980,1,ATL,NL,32,14,1,2,0,1,0,0,0,0,0,3,0,0,0,0,0 +hargeal01,1980,1,SFN,NL,15,22,2,4,1,0,0,2,0,0,2,10,0,0,1,0,1 +hargrmi01,1980,1,CLE,AL,160,589,86,179,22,2,11,85,4,2,111,36,10,8,2,10,22 +harlola01,1980,1,CAL,AL,109,301,47,83,13,4,4,27,3,2,48,61,1,1,4,1,10 +harpete01,1980,1,ATL,NL,21,54,3,10,2,1,0,3,2,1,6,5,0,1,0,0,1 +harrato01,1980,1,CLE,AL,160,561,100,150,22,4,11,72,17,2,98,60,3,7,2,7,16 +harrebu01,1980,1,TEX,AL,87,180,26,49,6,0,1,9,4,4,29,23,0,0,10,0,3 +harrijo04,1980,1,CAL,AL,19,41,8,12,5,0,2,7,0,1,7,4,0,0,0,1,2 +harrivi01,1980,1,ML4,AL,34,89,8,19,4,1,1,7,4,1,12,13,0,0,1,1,1 +hartmi01,1980,1,TEX,AL,5,4,1,1,0,0,0,0,0,0,1,1,0,0,0,0,0 +hartzpa01,1980,1,BAL,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hassero01,1980,1,CLE,AL,130,390,43,124,18,4,8,65,0,2,49,51,3,1,1,6,13 +hasslan01,1980,1,PIT,NL,6,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +hasslan01,1980,2,CAL,AL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hatchmi01,1980,1,LAN,NL,57,84,4,19,2,0,1,5,0,2,2,12,1,0,4,0,6 +hausmto01,1980,1,NYN,NL,55,16,0,1,0,0,0,0,0,0,0,7,0,0,1,0,1 +hayesbi01,1980,1,CHN,NL,4,9,0,2,1,0,0,0,0,0,0,3,0,0,0,0,0 +hazewdr01,1980,1,BAL,AL,6,5,1,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +heathmi02,1980,1,OAK,AL,92,305,27,74,10,2,1,33,3,3,16,28,2,0,7,1,7 +heaveda01,1980,1,SEA,AL,60,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hebneri01,1980,1,DET,AL,104,341,48,99,10,7,12,82,0,3,38,45,3,2,2,5,7 +heepda01,1980,1,HOU,NL,33,87,6,24,8,0,0,6,0,0,8,9,0,1,0,1,0 +hendeke01,1980,1,CHN,NL,44,82,7,16,3,0,2,9,0,0,17,19,3,0,0,0,3 +henderi01,1980,1,OAK,AL,158,591,111,179,22,4,9,53,100,26,117,54,7,5,6,3,6 +hendest01,1980,1,NYN,NL,143,513,75,149,17,8,8,58,23,12,62,90,3,3,3,3,17 +hendrge01,1980,1,SLN,NL,150,572,73,173,33,2,25,109,6,1,32,67,9,4,1,4,14 +hernake01,1980,1,SLN,NL,159,595,111,191,39,8,16,99,14,8,86,73,4,4,1,4,14 +hernawi01,1980,1,CHN,NL,53,19,0,4,1,0,0,1,0,0,0,7,0,0,1,0,0 +herndla01,1980,1,SFN,NL,139,493,54,127,17,11,8,49,8,8,19,91,1,1,4,4,10 +herrto01,1980,1,SLN,NL,76,222,29,55,12,5,0,15,9,2,16,21,5,1,1,2,8 +hillejo01,1980,1,DET,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hillma01,1980,1,SFN,NL,17,41,1,7,2,0,0,0,0,0,1,7,0,0,1,0,1 +hillma01,1980,2,SEA,AL,29,70,8,16,2,1,2,9,0,0,3,10,0,0,1,0,3 +hislela01,1980,1,ML4,AL,17,60,16,17,0,0,6,16,1,1,14,7,2,1,0,1,1 +hobsobu01,1980,1,BOS,AL,93,324,35,74,6,0,11,39,1,1,25,69,2,0,0,3,10 +hodgero01,1980,1,NYN,NL,36,42,4,10,2,0,0,5,1,1,10,13,1,0,1,1,1 +hodgspa01,1980,1,TOR,AL,20,41,5,9,0,1,1,5,0,1,3,12,0,0,2,0,2 +hoffmgl01,1980,1,BOS,AL,114,312,37,89,15,4,4,42,2,4,19,41,2,2,9,4,8 +hoffmgu01,1980,1,CHA,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +holdsfr01,1980,1,ML4,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hollaal01,1980,1,SFN,NL,54,5,2,1,0,1,0,2,0,0,2,2,0,0,2,0,0 +holmasc01,1980,1,NYN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +holtro01,1980,1,NYA,AL,2,6,0,1,0,0,0,1,0,0,1,2,0,0,0,0,0 +honeyri01,1980,1,SEA,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hooddo01,1980,1,SLN,NL,35,20,3,4,0,0,0,1,0,0,0,9,0,0,2,0,0 +hootobu01,1980,1,LAN,NL,34,64,4,4,0,0,1,6,0,0,3,15,0,0,14,0,0 +hornebo01,1980,1,ATL,NL,124,463,81,124,14,1,35,89,3,1,27,50,3,1,0,4,16 +hortowi01,1980,1,SEA,AL,97,335,32,74,10,1,8,36,0,4,39,70,2,4,2,4,5 +houghch01,1980,1,LAN,NL,19,2,0,1,0,0,0,1,0,0,0,1,0,0,0,0,0 +houghch01,1980,2,TEX,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +housepa02,1980,1,CIN,NL,20,45,3,11,1,1,0,7,1,0,1,13,0,0,0,0,0 +howear01,1980,1,HOU,NL,110,321,34,91,12,5,10,46,1,0,34,29,6,1,4,4,9 +howelja01,1980,1,CIN,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +howelro02,1980,1,TOR,AL,142,528,51,142,28,9,10,57,0,0,50,92,8,5,4,5,10 +howest01,1980,1,LAN,NL,59,11,1,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +hoytla01,1980,1,CHA,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hraboal01,1980,1,ATL,NL,45,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hubbagl01,1980,1,ATL,NL,117,431,55,107,21,3,9,43,7,5,49,69,2,0,2,5,7 +humeto01,1980,1,CIN,NL,78,16,2,3,2,0,0,4,0,0,0,5,0,0,1,0,0 +hurdlcl01,1980,1,KCA,AL,130,395,50,116,31,2,10,60,0,0,34,61,5,2,2,5,11 +hurstbr01,1980,1,BOS,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +huttoto01,1980,1,MON,NL,62,55,2,12,2,0,0,5,0,0,4,10,0,0,2,1,1 +iorgda01,1980,1,SLN,NL,105,251,33,76,23,1,3,36,1,1,20,34,2,0,0,4,5 +iorgga01,1980,1,TOR,AL,80,222,24,55,10,1,2,14,2,1,12,39,0,0,3,0,5 +isaleor01,1980,1,PHI,NL,3,5,1,2,0,1,0,3,0,0,1,0,0,0,0,0,0 +iviemi01,1980,1,SFN,NL,79,286,21,69,16,1,4,25,1,2,19,40,2,0,0,1,7 +jacksda01,1980,1,MIN,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jacksgr01,1980,1,PIT,NL,61,10,0,0,0,0,0,0,0,0,0,7,0,0,0,0,0 +jacksre01,1980,1,NYA,AL,143,514,94,154,22,4,41,111,1,2,83,122,15,2,0,2,7 +jacksro02,1980,1,MIN,AL,131,396,48,105,29,3,5,42,1,8,28,41,5,3,4,3,15 +jacksro03,1980,1,NYN,NL,26,16,2,3,0,1,0,0,0,1,0,4,0,0,0,0,0 +jeffeje01,1980,1,TOR,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jeffeje01,1980,2,PIT,NL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +jenkife01,1980,1,TEX,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnscl01,1980,1,CLE,AL,54,174,25,40,3,1,6,28,0,1,25,30,5,0,0,4,8 +johnscl01,1980,2,CHN,NL,68,196,28,46,8,0,10,34,0,0,29,35,5,1,0,1,4 +johnsgr01,1980,1,MIN,AL,14,27,3,5,3,0,0,1,0,0,2,4,0,0,1,1,3 +johnsja01,1980,1,LAN,NL,109,251,31,77,15,2,2,20,3,2,24,29,1,2,2,0,3 +johnsjo04,1980,1,TEX,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnsla02,1980,1,CHA,AL,147,541,51,150,26,3,13,81,2,3,47,53,5,0,1,7,15 +johnsra03,1980,1,CHA,AL,12,20,0,4,0,0,0,3,0,0,2,4,0,1,0,2,0 +johnto01,1980,1,NYA,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jonesje01,1980,1,OAK,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jonesly01,1980,1,DET,AL,30,55,9,14,2,2,0,6,1,0,10,5,0,0,0,1,3 +jonesmi02,1980,1,KCA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jonesra01,1980,1,SDN,NL,25,45,1,3,0,0,0,0,0,0,2,15,0,0,7,0,1 +jonesru01,1980,1,NYA,AL,83,328,38,73,11,3,9,42,18,8,34,50,3,3,5,3,5 +jorgemi01,1980,1,NYN,NL,119,321,43,82,11,0,7,43,0,3,46,55,6,0,1,0,10 +joshuvo01,1980,1,SDN,NL,53,63,8,15,2,1,2,7,0,1,5,15,1,0,0,0,2 +kaatji01,1980,1,NYA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kaatji01,1980,2,SLN,NL,49,35,4,5,1,0,1,2,1,0,2,13,0,0,4,0,0 +kainedo01,1980,1,TEX,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +keetori01,1980,1,ML4,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kellemi02,1980,1,CHN,NL,105,96,12,14,1,1,0,4,1,3,9,17,1,0,1,1,5 +kellypa01,1980,1,BAL,AL,89,200,38,52,10,1,3,26,16,2,34,54,0,0,0,3,4 +kellypa02,1980,1,TOR,AL,3,7,0,2,0,0,0,0,0,0,0,4,0,0,0,0,0 +kempst01,1980,1,DET,AL,135,508,88,149,23,3,21,101,5,1,69,64,3,4,1,9,24 +kendafr01,1980,1,SDN,NL,19,24,2,7,0,0,0,2,0,0,0,3,0,0,0,0,0 +kenneju01,1980,1,CIN,NL,104,337,31,88,16,3,1,34,3,1,36,34,6,0,4,8,5 +kennete02,1980,1,SLN,NL,84,248,28,63,12,3,4,34,0,0,28,34,3,0,1,4,9 +keougma02,1980,1,OAK,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kernji01,1980,1,TEX,AL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kerrijo01,1980,1,BAL,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kimmbr01,1980,1,CHA,AL,100,251,20,61,10,1,0,19,1,3,17,26,0,0,4,1,10 +kingmbr01,1980,1,OAK,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kingmda01,1980,1,CHN,NL,81,255,31,71,8,0,18,57,2,2,21,44,3,0,0,4,10 +kinnede01,1980,1,SDN,NL,50,12,0,1,0,0,0,0,0,0,1,7,0,0,1,0,0 +kinnumi01,1980,1,MIN,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kisonbr01,1980,1,CAL,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kluttmi01,1980,1,OAK,AL,75,197,20,53,14,0,4,21,1,4,13,41,1,0,1,1,5 +knappch01,1980,1,CAL,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kneppbo01,1980,1,SFN,NL,35,66,3,10,3,0,0,7,1,0,2,21,0,0,9,2,0 +kniceal01,1980,1,HOU,NL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +knighra01,1980,1,CIN,NL,162,618,71,163,39,7,14,78,1,2,36,62,9,4,5,4,24 +knowlda01,1980,1,SLN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kobelke01,1980,1,NYN,NL,14,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +koosmje01,1980,1,MIN,AL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kraveke01,1980,1,CHA,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +krencwa01,1980,1,BAL,AL,9,14,1,2,0,0,0,0,0,0,1,3,0,0,0,0,0 +krukomi01,1980,1,CHN,NL,34,65,5,16,0,0,1,6,0,0,2,12,0,0,7,0,1 +kubskgi01,1980,1,CAL,AL,22,63,11,16,3,0,0,6,1,1,6,10,0,0,0,0,2 +kucekja01,1980,1,TOR,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kuipedu01,1980,1,CLE,AL,42,149,10,42,5,0,0,9,0,1,13,8,3,0,3,1,1 +kuntzru01,1980,1,CHA,AL,36,62,5,14,4,0,0,3,1,0,5,13,0,0,0,0,2 +laceybo01,1980,1,OAK,AL,47,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lacocpe01,1980,1,KCA,AL,114,156,14,32,6,0,1,18,1,0,17,10,1,1,0,2,7 +lacorfr01,1980,1,HOU,NL,55,6,0,1,0,0,0,1,0,0,1,2,0,0,2,0,0 +lacosmi01,1980,1,CIN,NL,34,55,2,5,1,0,0,1,0,0,1,23,0,1,6,0,0 +lacyle01,1980,1,PIT,NL,109,278,45,93,20,4,7,33,18,9,28,33,3,2,2,4,3 +lagrole01,1980,1,PHI,NL,25,4,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +lampde01,1980,1,CHN,NL,41,61,3,6,0,0,0,1,0,0,4,9,0,0,7,0,4 +landera01,1980,1,HOU,NL,149,393,42,97,13,8,1,27,23,12,31,37,2,3,6,1,3 +landrke01,1980,1,MIN,AL,129,484,56,136,23,11,7,62,8,6,39,42,4,2,6,5,13 +landrti01,1980,1,SLN,NL,35,77,6,19,2,2,0,7,3,2,6,17,0,1,0,1,3 +langfri01,1980,1,OAK,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lansfca01,1980,1,CAL,AL,151,602,87,157,27,3,15,80,14,5,50,93,2,0,7,11,12 +lapoida01,1980,1,ML4,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +larocda01,1980,1,CAL,AL,53,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +larsoda01,1980,1,PHI,NL,12,13,0,2,1,0,0,0,0,0,1,1,0,0,0,0,0 +lavelga01,1980,1,SFN,NL,62,11,0,0,0,0,0,0,0,0,0,7,0,0,3,0,0 +lawru01,1980,1,LAN,NL,128,388,55,101,5,4,1,23,40,13,23,27,1,3,3,1,2 +lawva01,1980,1,PIT,NL,25,74,11,17,2,2,0,3,2,0,3,7,0,0,1,0,2 +leach01,1980,1,MON,NL,21,37,1,3,0,1,0,1,0,0,1,11,0,0,0,1,1 +leallu01,1980,1,TOR,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leebi03,1980,1,MON,NL,25,41,2,9,1,0,0,0,0,0,0,12,0,0,0,0,0 +leema01,1980,1,PIT,NL,4,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +lefebjo01,1980,1,NYA,AL,74,150,26,34,1,1,8,21,0,0,27,30,3,0,1,0,5 +lefloro01,1980,1,MON,NL,139,521,95,134,21,11,4,39,97,19,62,99,1,1,2,1,4 +leibrch01,1980,1,CIN,NL,36,56,2,11,0,1,0,4,0,0,3,14,0,0,4,1,0 +lemanda01,1980,1,TOR,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lemanda01,1980,2,CAL,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lemasjo01,1980,1,SFN,NL,135,405,33,87,16,6,3,31,0,1,25,57,5,0,7,5,7 +lemonch01,1980,1,CHA,AL,147,514,76,150,32,6,11,51,6,6,71,56,6,12,4,3,12 +lentiji01,1980,1,SLN,NL,9,10,1,1,0,0,0,1,0,0,0,2,0,0,0,0,0 +lentiji01,1980,2,DET,AL,67,161,19,42,8,1,1,17,2,1,28,30,1,2,4,0,3 +leonade01,1980,1,KCA,AL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leonaje01,1980,1,HOU,NL,88,216,29,46,7,5,3,20,4,1,19,46,2,0,1,2,8 +lerchra01,1980,1,PHI,NL,34,45,5,12,2,0,0,3,0,0,5,6,0,0,4,0,2 +lewalde01,1980,1,TEX,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lezcaca01,1980,1,CHN,NL,42,88,15,18,4,1,3,12,1,2,11,29,0,1,2,2,3 +lezcasi01,1980,1,ML4,AL,112,411,51,94,19,3,18,55,1,1,39,75,3,3,3,4,6 +littema01,1980,1,SLN,NL,14,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +littlde01,1980,1,SFN,NL,13,29,2,7,1,0,0,2,0,0,7,7,1,0,0,2,1 +littlje01,1980,1,SLN,NL,7,6,1,1,0,0,0,0,0,0,0,2,0,0,0,0,2 +littljo01,1980,1,SLN,NL,52,11,1,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +lockwsk01,1980,1,BOS,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lollati01,1980,1,NYA,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lopesda01,1980,1,LAN,NL,141,553,79,139,15,3,10,49,23,7,58,71,2,1,9,4,8 +lopezau01,1980,1,DET,AL,67,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +loucksc01,1980,1,HOU,NL,8,3,4,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +lovigja01,1980,1,PHI,NL,16,5,7,0,0,0,0,0,1,2,1,0,0,0,0,0,0 +lowenjo01,1980,1,BAL,AL,104,196,38,61,8,0,4,27,7,3,32,29,1,0,0,3,2 +lucasga01,1980,1,SDN,NL,46,35,1,6,0,0,0,2,0,0,1,11,0,0,7,0,0 +lummi01,1980,1,ATL,NL,93,83,7,17,3,0,0,5,0,0,18,19,3,0,1,1,3 +luzingr01,1980,1,PHI,NL,106,368,44,84,19,1,19,56,3,0,60,100,5,6,0,4,6 +lylesp01,1980,1,TEX,AL,49,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lylesp01,1980,2,PHI,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lynched01,1980,1,NYN,NL,5,6,0,2,0,0,0,0,0,0,0,2,0,0,0,0,0 +lynnfr01,1980,1,BOS,AL,110,415,67,125,32,3,12,61,12,0,58,39,3,0,0,5,10 +lysanri01,1980,1,OAK,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +machake01,1980,1,MON,NL,49,107,10,31,5,1,1,8,0,2,11,17,1,1,1,0,5 +machami01,1980,1,TOR,AL,5,8,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +mackape01,1980,1,MIN,AL,108,319,31,85,18,0,4,35,6,2,14,34,2,0,7,2,7 +mackost01,1980,1,CHN,NL,6,20,2,6,2,0,0,2,0,0,0,3,0,0,0,0,0 +macwhke01,1980,1,BOS,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +maddoel01,1980,1,NYN,NL,130,411,35,101,16,1,4,34,1,9,52,44,5,6,5,4,9 +maddoga01,1980,1,PHI,NL,143,549,59,142,31,3,11,73,25,5,18,52,5,0,7,9,11 +madlobi01,1980,1,PIT,NL,137,494,62,137,22,4,10,53,16,10,45,33,12,4,0,3,15 +mahlemi01,1980,1,PIT,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mahleri01,1980,1,ATL,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mankoph01,1980,1,NYN,NL,8,12,1,2,1,0,0,1,0,0,2,4,0,0,0,0,0 +manniri01,1980,1,CLE,AL,140,471,55,110,17,4,3,52,12,6,63,66,11,2,10,9,12 +manueje01,1980,1,MON,NL,7,6,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +marshmi01,1980,1,MIN,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +martial02,1980,1,CAL,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +martibu01,1980,1,ML4,AL,76,219,16,49,9,0,3,17,1,0,12,33,0,1,5,1,3 +martide01,1980,1,BAL,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +martije01,1980,1,CHN,NL,141,494,57,112,22,2,23,73,8,3,38,107,6,2,0,6,11 +martijo05,1980,1,SLN,NL,9,11,0,3,0,0,0,1,0,0,1,3,0,0,0,1,0 +martire01,1980,1,KCA,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +martisi01,1980,1,SLN,NL,25,35,3,3,0,0,0,1,0,0,2,19,0,0,3,0,0 +martiti01,1980,1,BAL,AL,54,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +martzra01,1980,1,CHN,NL,6,9,0,1,0,0,0,0,0,0,0,5,0,0,0,0,0 +matlajo01,1980,1,TEX,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +matthga01,1980,1,ATL,NL,155,571,79,159,17,3,19,75,11,3,42,93,2,0,1,5,16 +matulri01,1980,1,ATL,NL,33,57,0,6,0,0,0,0,0,0,2,25,0,0,5,0,0 +maybejo01,1980,1,TOR,AL,149,501,62,124,19,2,30,82,0,0,77,80,9,3,3,4,9 +mayle01,1980,1,BAL,AL,78,222,20,54,10,2,7,31,2,0,15,53,1,0,0,2,11 +maymi01,1980,1,SFN,NL,111,358,27,93,16,2,6,50,0,1,25,40,4,1,3,6,13 +mayru01,1980,1,NYA,AL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mazzile01,1980,1,NYN,NL,152,578,82,162,31,4,16,76,41,15,82,92,11,3,0,5,8 +mcbriba01,1980,1,PHI,NL,137,554,68,171,33,10,9,87,13,10,26,58,4,5,2,6,17 +mccarti01,1980,1,PHI,NL,6,5,2,1,1,0,0,2,0,0,1,0,0,0,1,0,1 +mccatst01,1980,1,OAK,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcclubo01,1980,1,ML4,AL,52,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mccordo01,1980,1,PHI,NL,2,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +mccovwi01,1980,1,SFN,NL,48,113,8,23,8,0,1,16,0,0,13,23,2,1,0,3,3 +mcgloly01,1980,1,CHN,NL,41,51,6,10,4,0,0,1,0,0,4,8,0,0,8,0,1 +mcgratu01,1980,1,PHI,NL,57,8,0,2,0,0,0,1,0,0,0,2,0,0,3,0,0 +mcgresc01,1980,1,BAL,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mckayda01,1980,1,OAK,AL,123,295,29,72,16,1,1,29,1,1,10,57,0,6,11,0,4 +mclauby01,1980,1,SEA,AL,45,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mclaujo01,1980,1,TOR,AL,55,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcraeha01,1980,1,KCA,AL,124,489,73,145,39,5,14,83,10,2,29,56,4,8,0,6,13 +mcwilla01,1980,1,ATL,NL,30,51,3,8,0,0,0,1,0,0,5,24,0,0,4,0,0 +medicdo01,1980,1,TEX,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mejiasa01,1980,1,CIN,NL,71,108,16,30,5,1,1,10,4,2,6,13,0,1,2,0,1 +mendoma01,1980,1,SEA,AL,114,277,27,68,6,3,2,14,3,4,16,42,0,0,11,1,5 +metzgro01,1980,1,SFN,NL,28,27,5,2,0,0,0,0,0,0,3,2,0,0,1,0,2 +meyerda01,1980,1,SEA,AL,146,531,56,146,25,6,11,71,8,4,31,42,4,1,4,3,11 +milbola01,1980,1,SEA,AL,106,258,31,68,6,6,0,26,7,6,19,13,4,1,15,3,8 +milledy01,1980,1,NYN,NL,31,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +milleed04,1980,1,ATL,NL,11,19,3,3,0,0,0,0,1,2,0,5,0,0,0,0,0 +milleri01,1980,1,CAL,AL,129,412,52,113,14,3,2,38,7,3,48,71,4,1,6,3,3 +millsbr01,1980,1,MON,NL,21,60,1,18,1,0,0,8,0,1,5,6,1,0,0,1,0 +milneed01,1980,1,CIN,NL,6,3,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +milnejo01,1980,1,PIT,NL,114,238,31,58,6,0,8,34,2,2,52,29,2,0,1,1,5 +minetcr01,1980,1,OAK,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +minosmi01,1980,1,CHA,AL,2,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mintogr01,1980,1,SFN,NL,68,8,0,1,0,0,0,1,0,0,0,3,0,1,2,0,0 +mirabpa01,1980,1,TOR,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mitchbo03,1980,1,LAN,NL,9,3,1,1,0,0,0,0,0,0,1,0,0,0,0,0,0 +mitchpa01,1980,1,ML4,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +moffira01,1980,1,SFN,NL,13,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +molinbo01,1980,1,CHA,AL,119,344,48,100,16,4,5,36,18,7,26,29,7,7,2,5,4 +molitpa01,1980,1,ML4,AL,111,450,81,137,29,2,9,37,34,7,48,48,4,3,6,5,9 +mondari01,1980,1,LAN,NL,96,194,35,52,7,1,10,25,2,2,28,49,3,1,0,0,1 +moneydo01,1980,1,ML4,AL,86,289,39,74,17,1,17,46,0,0,40,36,0,1,6,0,4 +mongesi01,1980,1,CLE,AL,67,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +montajo01,1980,1,CAL,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +montawi01,1980,1,SDN,NL,128,481,39,132,12,4,6,63,3,4,36,52,9,3,0,6,9 +montawi01,1980,2,MON,NL,14,19,1,4,0,0,0,1,0,1,3,3,1,0,0,0,0 +montejo01,1980,1,SFN,NL,22,30,1,1,0,0,0,0,0,0,1,12,0,1,3,0,0 +mooreba02,1980,1,TOR,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +moorech02,1980,1,ML4,AL,111,320,42,93,13,2,2,30,10,5,24,28,2,0,8,4,7 +mooredo01,1980,1,SLN,NL,11,4,1,3,1,0,0,2,0,0,0,0,0,0,2,0,0 +mooreju01,1980,1,CHA,AL,45,121,9,31,4,1,1,10,0,2,7,11,0,0,1,1,5 +moraan01,1980,1,CLE,AL,9,18,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0 +moralje01,1980,1,NYN,NL,94,193,19,49,7,1,3,30,2,3,13,31,2,1,1,8,2 +moraljo01,1980,1,MIN,AL,97,241,36,73,17,2,8,36,0,0,22,19,4,1,3,2,11 +morelke01,1980,1,PHI,NL,62,159,13,50,8,0,4,29,3,1,8,14,2,0,1,3,6 +morenjo01,1980,1,NYN,NL,37,46,6,9,2,1,2,9,1,0,3,12,2,0,1,1,1 +morenom01,1980,1,PIT,NL,162,676,87,168,20,13,2,36,96,33,57,101,11,2,3,7,9 +morgajo02,1980,1,HOU,NL,141,461,66,112,17,5,11,49,24,6,93,47,6,0,3,5,4 +morrija02,1980,1,DET,AL,44,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +morriji01,1980,1,CHA,AL,162,604,66,171,40,0,15,57,9,6,36,74,2,8,12,6,19 +mosebll01,1980,1,TOR,AL,114,389,44,89,24,1,9,46,4,6,25,85,4,4,10,2,11 +moskapa01,1980,1,CIN,NL,33,44,4,7,1,0,0,1,0,0,1,10,0,0,8,0,0 +motama01,1980,1,LAN,NL,7,7,0,3,0,0,0,2,0,0,0,0,0,0,0,0,1 +mullifr01,1980,1,CHA,AL,21,62,9,12,4,0,0,3,0,1,9,8,0,0,0,1,3 +mullira01,1980,1,KCA,AL,36,54,8,14,3,0,0,6,0,0,7,10,0,0,0,1,2 +mumphje01,1980,1,SDN,NL,160,564,61,168,24,3,4,59,52,5,49,90,4,0,5,4,18 +munnisc01,1980,1,PHI,NL,4,1,1,1,0,1,0,0,0,0,0,0,0,0,0,0,0 +murast01,1980,1,SDN,NL,39,51,3,7,2,0,0,8,0,0,3,21,0,0,0,0,0 +murcebo01,1980,1,NYA,AL,100,297,41,80,9,1,13,57,2,0,34,28,2,2,3,9,9 +murphda05,1980,1,ATL,NL,156,569,98,160,27,2,33,89,9,6,59,133,9,1,2,2,8 +murphdw01,1980,1,OAK,AL,159,573,86,157,18,2,13,68,26,15,102,96,7,2,22,3,12 +murrada01,1980,1,MON,NL,16,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +murraed02,1980,1,BAL,AL,158,621,100,186,36,2,32,116,7,2,54,71,10,2,0,6,18 +murrari01,1980,1,SFN,NL,53,194,19,42,8,2,4,24,2,1,11,48,1,0,1,0,8 +nahorbi01,1980,1,ATL,NL,59,157,14,38,12,0,5,18,0,2,8,21,1,2,0,0,5 +narroje01,1980,1,SEA,AL,48,107,7,21,3,0,4,18,0,0,13,18,2,0,1,2,2 +nastuph01,1980,1,SFN,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nettlgr01,1980,1,NYA,AL,89,324,52,79,14,0,16,45,0,0,42,42,5,1,0,2,8 +newmaje01,1980,1,OAK,AL,127,438,37,102,19,1,15,56,3,4,25,81,8,1,5,5,10 +nichore01,1980,1,BOS,AL,12,36,5,8,0,1,0,3,0,1,3,8,0,0,0,0,0 +nicosst01,1980,1,PIT,NL,60,176,16,38,8,0,1,22,0,1,19,16,5,1,2,3,6 +niekrjo01,1980,1,HOU,NL,37,80,7,22,5,0,0,10,0,0,4,15,0,0,18,0,2 +niekrph01,1980,1,ATL,NL,40,90,2,12,5,0,0,5,0,0,1,19,0,0,5,0,2 +niemara01,1980,1,HOU,NL,22,6,0,2,0,0,0,0,0,0,0,0,0,0,0,0,1 +nolanjo01,1980,1,ATL,NL,17,22,2,6,1,0,0,2,0,0,2,4,0,0,0,0,1 +nolanjo01,1980,2,CIN,NL,53,154,14,48,7,0,3,24,0,0,13,8,0,0,3,6,3 +nolesdi01,1980,1,PHI,NL,48,13,1,4,0,0,0,2,0,0,0,5,0,0,2,0,0 +nordhwa01,1980,1,CHA,AL,123,415,45,115,22,4,15,59,0,1,10,45,3,1,0,2,13 +normada01,1980,1,NYN,NL,69,92,5,17,1,1,2,9,5,0,6,14,0,0,0,0,1 +normafr01,1980,1,MON,NL,48,20,1,1,0,0,0,0,0,0,0,4,0,0,2,0,0 +normane01,1980,1,TEX,AL,17,32,4,7,0,0,0,1,0,1,1,1,0,0,1,0,2 +norriji01,1980,1,TEX,AL,119,174,23,43,5,0,0,16,6,3,23,16,2,0,3,5,11 +norrimi01,1980,1,OAK,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +northbi01,1980,1,SFN,NL,128,415,73,104,12,1,1,19,45,19,81,78,5,1,2,1,4 +norwowi01,1980,1,MIN,AL,34,73,6,12,2,0,1,8,1,1,3,13,0,0,0,0,3 +oatesjo01,1980,1,NYA,AL,39,64,6,12,3,0,1,3,1,2,2,3,0,1,0,0,1 +oberkke01,1980,1,SLN,NL,116,422,58,128,27,6,3,46,4,4,51,23,8,1,9,3,11 +oberrmi01,1980,1,CHN,NL,19,48,7,10,1,0,0,5,0,0,5,13,0,0,2,2,0 +oestero01,1980,1,CIN,NL,100,303,40,84,16,2,2,20,6,2,26,44,7,1,5,0,7 +officro01,1980,1,MON,NL,116,292,36,78,13,4,6,30,3,3,36,39,1,0,3,4,5 +oglivbe01,1980,1,ML4,AL,156,592,94,180,26,2,41,118,11,9,54,71,19,5,0,9,5 +ojedabo01,1980,1,BOS,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +oliveal01,1980,1,TEX,AL,163,656,96,209,43,3,19,117,5,7,39,47,9,5,1,8,14 +olmstal01,1980,1,SLN,NL,5,11,0,2,0,0,0,1,0,0,0,3,0,0,2,0,0 +ontivst01,1980,1,CHN,NL,31,77,7,16,3,0,1,3,0,0,14,17,1,0,0,0,1 +ortajo01,1980,1,CLE,AL,129,481,78,140,18,3,10,64,6,5,71,44,2,2,2,8,8 +otisam01,1980,1,KCA,AL,107,394,56,99,16,3,10,53,16,1,39,70,0,3,2,10,9 +otted01,1980,1,PIT,NL,120,392,35,102,14,0,8,41,1,6,33,47,8,0,4,1,9 +ottenji01,1980,1,SLN,NL,31,5,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +owchibo01,1980,1,CLE,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +paceljo01,1980,1,NYN,NL,32,20,0,2,1,0,0,1,0,0,0,7,0,0,2,0,0 +pacioto01,1980,1,SEA,AL,126,418,44,114,19,1,15,59,3,2,17,67,1,1,3,2,13 +pagemi02,1980,1,OAK,AL,110,348,58,85,10,4,17,51,14,7,35,87,3,1,4,5,9 +palmeda01,1980,1,MON,NL,25,45,3,9,2,0,0,3,0,0,2,15,0,0,2,0,0 +palmeji01,1980,1,BAL,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +papist01,1980,1,BOS,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +papist01,1980,2,DET,AL,46,114,12,27,3,4,3,17,0,0,5,24,0,0,2,1,3 +parkeda01,1980,1,PIT,NL,139,518,71,153,31,1,17,79,10,7,25,69,5,2,0,5,8 +parrila01,1980,1,MON,NL,126,452,55,115,27,3,15,72,2,6,36,80,6,4,1,8,12 +parrila02,1980,1,DET,AL,144,553,79,158,34,6,24,82,6,4,31,109,3,3,2,3,24 +parromi01,1980,1,SEA,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pastofr01,1980,1,CIN,NL,27,64,0,10,0,0,0,5,0,0,3,23,0,0,6,0,2 +patebo01,1980,1,MON,NL,23,39,3,10,2,0,0,5,0,1,3,6,0,0,1,2,0 +patekfr01,1980,1,CAL,AL,86,273,41,72,10,5,5,34,7,6,15,26,1,1,8,2,11 +pattima01,1980,1,KCA,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +paxtomi01,1980,1,CLE,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +penato01,1980,1,PIT,NL,8,21,1,9,1,1,0,1,0,1,0,4,0,0,0,0,1 +percoja01,1980,1,LAN,NL,14,17,2,4,0,0,0,2,3,0,2,1,0,0,2,0,1 +perezpa01,1980,1,PIT,NL,2,4,1,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +perezto01,1980,1,BOS,AL,151,585,73,161,31,3,25,105,1,0,41,93,11,1,0,8,25 +perkibr01,1980,1,SDN,NL,43,100,18,37,9,0,2,14,2,1,11,10,1,0,0,0,0 +perryga01,1980,1,TEX,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +perryga01,1980,2,NYA,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +peterri01,1980,1,DET,AL,133,477,79,139,19,7,2,42,13,7,54,48,2,6,7,2,17 +petryda01,1980,1,DET,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pettijo01,1980,1,SFN,NL,63,190,19,44,3,1,1,9,5,2,17,33,1,0,11,0,3 +phelpke01,1980,1,KCA,AL,3,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +phillmi01,1980,1,SLN,NL,63,128,13,30,5,0,0,7,0,0,9,17,3,0,0,1,7 +picciro01,1980,1,OAK,AL,95,271,32,65,9,2,5,18,1,1,2,63,0,0,8,0,6 +pinielo01,1980,1,NYA,AL,116,321,39,92,18,0,2,27,0,2,29,20,5,0,2,3,17 +pladsgo01,1980,1,HOU,NL,12,10,1,0,0,0,0,0,0,0,1,5,0,0,0,0,0 +pocorbi01,1980,1,ATL,NL,70,83,7,22,4,0,2,8,1,0,11,11,0,0,1,1,2 +poffjo01,1980,1,ML4,AL,19,68,7,17,1,2,1,7,0,0,3,7,2,0,0,0,1 +porteda02,1980,1,KCA,AL,118,418,51,104,14,2,7,51,1,1,69,50,5,2,0,6,10 +powelho01,1980,1,MIN,AL,137,485,58,127,17,5,6,35,14,3,32,46,2,3,3,0,14 +pricejo02,1980,1,CIN,NL,24,39,1,5,0,0,0,0,0,0,0,6,0,0,3,0,1 +prolymi01,1980,1,CHA,AL,62,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pruitro01,1980,1,CLE,AL,23,36,1,11,1,0,0,4,0,0,4,6,0,0,1,1,1 +pruitro01,1980,2,CHA,AL,33,70,8,21,2,0,2,11,0,0,8,7,1,0,1,0,4 +pryorgr01,1980,1,CHA,AL,122,338,32,81,18,4,1,29,2,2,12,35,0,2,9,6,10 +puhlte01,1980,1,HOU,NL,141,535,75,151,24,5,13,55,27,11,60,52,3,4,6,3,3 +pujollu01,1980,1,HOU,NL,78,221,15,44,6,1,0,20,0,0,13,29,3,1,1,2,5 +putnapa01,1980,1,TEX,AL,147,410,42,108,16,2,13,55,0,2,36,49,6,0,3,5,13 +quirkja01,1980,1,KCA,AL,62,163,13,45,5,0,5,21,3,2,7,24,2,1,3,3,7 +quiseda01,1980,1,KCA,AL,75,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +raderda01,1980,1,BOS,AL,50,137,14,45,11,0,3,17,1,1,14,12,1,0,0,1,4 +rainech01,1980,1,BOS,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +raineti01,1980,1,MON,NL,15,20,5,1,0,0,0,0,5,0,6,3,0,0,1,0,0 +rajsida01,1980,1,TEX,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ramirma01,1980,1,NYN,NL,18,24,2,5,0,0,0,0,0,0,1,7,0,0,1,0,1 +ramirra01,1980,1,ATL,NL,50,165,17,44,6,1,2,11,2,1,2,33,0,4,3,0,2 +ramosbo01,1980,1,MON,NL,13,32,5,5,2,0,0,2,0,0,5,5,0,0,0,0,1 +ramosdo01,1980,1,TOR,AL,5,16,0,2,0,0,0,0,0,0,2,5,0,0,0,0,0 +ramsemi01,1980,1,SLN,NL,59,126,11,33,8,1,0,8,0,0,3,17,2,0,0,0,2 +randabo01,1980,1,MIN,AL,5,15,2,3,1,0,0,0,0,0,1,0,0,0,0,0,1 +randlle01,1980,1,CHN,NL,130,489,67,135,19,6,5,39,19,13,50,55,2,1,7,2,13 +randowi01,1980,1,NYA,AL,138,513,99,151,23,7,7,46,30,5,119,45,4,2,5,3,6 +rasmuer01,1980,1,SDN,NL,40,21,0,2,2,0,0,0,0,0,0,8,0,0,6,0,0 +ratzest01,1980,1,MON,NL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rawlesh01,1980,1,SEA,AL,59,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rayfofl01,1980,1,BAL,AL,8,18,1,4,0,0,0,1,0,0,0,5,0,0,0,0,1 +reardje01,1980,1,NYN,NL,61,8,0,0,0,0,0,0,0,0,1,6,0,0,0,0,0 +redfepe01,1980,1,MIN,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reedro01,1980,1,PHI,NL,55,10,0,3,1,0,0,0,0,0,0,2,0,0,0,0,0 +reitzke01,1980,1,SLN,NL,151,523,39,141,33,0,8,58,0,1,22,44,5,3,8,5,16 +remmewi01,1980,1,BOS,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +remyje01,1980,1,BOS,AL,63,230,24,72,7,2,0,9,14,6,10,14,0,0,7,2,6 +renkost01,1980,1,BOS,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +retteme01,1980,1,CAL,AL,2,4,0,1,0,0,0,0,0,0,1,1,0,0,0,0,0 +reuscri01,1980,1,CHN,NL,44,82,4,13,3,1,0,5,0,0,1,23,0,0,10,0,0 +reussje01,1980,1,LAN,NL,37,68,4,6,1,0,1,3,0,0,6,25,0,0,4,0,0 +reverda01,1980,1,OAK,AL,106,376,48,109,21,5,15,62,1,0,32,37,6,0,2,2,6 +reynocr01,1980,1,HOU,NL,137,381,34,86,9,6,3,28,2,1,20,39,1,0,13,4,4 +rhoderi01,1980,1,PIT,NL,20,40,3,15,3,0,1,11,0,0,1,2,0,0,4,0,0 +riceji01,1980,1,BOS,AL,124,504,81,148,22,6,24,86,8,3,30,87,5,4,1,3,16 +richage01,1980,1,SDN,NL,158,642,91,193,26,8,4,41,61,16,61,73,7,2,7,0,9 +richajr01,1980,1,HOU,NL,17,39,2,6,2,0,1,3,0,0,0,15,0,0,4,0,0 +richami01,1980,1,TEX,AL,22,71,2,16,2,0,0,8,0,0,1,7,0,0,0,0,1 +rileyge01,1980,1,CHN,NL,22,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +rincoan01,1980,1,SLN,NL,4,12,0,3,0,0,0,1,0,0,0,5,0,0,1,0,1 +ripleal01,1980,1,SFN,NL,23,40,2,6,0,1,0,2,0,0,1,14,0,0,3,0,1 +riverbo01,1980,1,MIN,AL,44,113,13,25,7,0,3,10,0,0,4,20,0,0,0,0,4 +rivermi01,1980,1,TEX,AL,147,630,96,210,32,6,7,60,18,7,20,34,1,1,6,4,4 +robbibr01,1980,1,DET,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +roberbe01,1980,1,HOU,NL,14,3,0,0,0,0,0,0,0,0,0,2,0,0,1,0,1 +roberda05,1980,1,PIT,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +roberda05,1980,2,SEA,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +roberda06,1980,1,TEX,AL,101,235,27,56,4,0,10,30,0,1,13,38,2,1,1,1,5 +roberle01,1980,1,SEA,AL,119,374,48,94,18,3,10,33,8,4,43,59,1,1,3,6,12 +robinbi02,1980,1,PIT,NL,100,272,28,78,10,1,12,36,1,4,15,45,2,0,3,4,9 +robinbr02,1980,1,NYA,AL,4,5,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +robinde01,1980,1,CHA,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +robindo01,1980,1,PIT,NL,30,57,4,19,4,0,1,8,0,1,0,12,0,0,0,0,0 +rodriau01,1980,1,SDN,NL,89,175,7,35,7,2,2,13,1,1,6,26,0,0,2,0,5 +rodriau01,1980,2,NYA,AL,52,164,14,36,6,1,3,14,0,0,7,35,1,0,11,0,7 +roeniga01,1980,1,BAL,AL,118,297,40,71,13,0,10,28,2,0,41,49,5,6,2,3,10 +rogerst01,1980,1,MON,NL,38,81,7,13,0,0,0,7,0,0,10,28,0,0,15,0,0 +romered01,1980,1,ML4,AL,42,104,20,27,7,0,1,10,2,0,9,11,0,0,2,0,3 +romoen01,1980,1,PIT,NL,75,11,2,5,0,0,1,4,0,0,2,2,0,0,2,0,0 +rookeji01,1980,1,PIT,NL,4,7,1,1,0,0,1,2,0,0,0,2,0,0,1,0,0 +rosadlu01,1980,1,NYN,NL,2,4,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1 +roselda01,1980,1,CLE,AL,71,117,16,29,3,0,2,12,0,0,9,19,0,0,2,3,2 +rosepe01,1980,1,PHI,NL,162,655,95,185,42,1,1,64,12,8,66,33,5,6,4,4,13 +rowlami01,1980,1,SFN,NL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +roystje01,1980,1,ATL,NL,123,392,42,95,17,5,1,20,22,13,37,48,1,1,4,1,6 +rozemda01,1980,1,DET,AL,42,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rudijo01,1980,1,CAL,AL,104,372,42,88,17,1,16,53,1,0,17,84,2,5,2,3,10 +ruhleve01,1980,1,HOU,NL,28,49,7,12,3,0,0,2,0,0,4,15,0,0,4,0,2 +ruizch02,1980,1,ATL,NL,25,26,3,8,2,1,0,2,0,1,3,7,0,0,0,0,0 +russebi01,1980,1,LAN,NL,130,466,38,123,23,2,3,34,13,2,18,44,0,3,12,1,6 +ruthvdi01,1980,1,PHI,NL,33,68,7,16,5,1,0,8,1,1,2,22,0,0,12,0,1 +ryanno01,1980,1,HOU,NL,35,70,5,6,0,0,1,6,0,1,7,29,0,0,5,1,0 +sadekmi01,1980,1,SFN,NL,64,151,14,38,4,1,1,16,0,0,27,18,6,0,4,1,3 +sakatle01,1980,1,BAL,AL,43,83,12,16,3,2,1,9,2,1,6,10,0,0,0,1,3 +salazlu01,1980,1,SDN,NL,44,169,28,57,4,7,1,25,11,2,9,25,1,1,3,1,4 +sambijo01,1980,1,HOU,NL,64,9,0,0,0,0,0,0,0,0,1,5,0,0,0,0,0 +samplbi01,1980,1,TEX,AL,99,204,29,53,10,0,4,19,8,5,18,15,2,6,4,2,4 +sandesc01,1980,1,MON,NL,33,64,3,5,3,0,0,1,0,0,2,33,0,0,8,0,1 +sanguma01,1980,1,PIT,NL,47,48,2,12,3,0,0,2,3,2,3,1,2,0,2,0,1 +sarmima01,1980,1,SEA,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +saucike01,1980,1,PHI,NL,40,8,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +scarbra02,1980,1,CHA,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schatda01,1980,1,DET,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schmimi01,1980,1,PHI,NL,150,548,104,157,25,8,48,121,12,5,89,119,10,2,0,13,6 +schroke01,1980,1,TOR,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schulda01,1980,1,CAL,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sciosmi01,1980,1,LAN,NL,54,134,8,34,5,1,1,8,1,0,12,9,2,0,5,1,2 +scottmi03,1980,1,NYN,NL,6,9,0,1,0,0,0,1,0,0,2,5,0,0,0,0,0 +scottro01,1980,1,MON,NL,154,567,84,127,13,13,0,46,63,13,70,75,0,1,11,6,10 +scottto01,1980,1,SLN,NL,143,415,51,104,19,3,0,28,22,10,35,68,9,1,5,4,8 +scurrro01,1980,1,PIT,NL,20,4,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +seamaki01,1980,1,SLN,NL,26,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +seaveto01,1980,1,CIN,NL,26,46,5,6,3,0,0,3,0,0,7,17,0,0,7,0,0 +seilhri01,1980,1,CHA,AL,21,52,4,11,3,1,1,3,1,0,4,15,1,0,1,0,0 +sherrde01,1980,1,NYA,AL,3,4,0,1,0,0,0,0,0,0,0,1,0,0,0,0,1 +shirlbo01,1980,1,SDN,NL,59,30,3,1,0,0,0,1,0,0,3,15,0,0,4,0,0 +simmote01,1980,1,SLN,NL,145,495,84,150,33,2,21,98,1,0,59,45,13,2,0,6,13 +simpsjo01,1980,1,SEA,AL,129,365,42,91,15,3,3,34,17,4,28,43,3,1,12,3,6 +singlke01,1980,1,BAL,AL,156,583,85,177,28,3,24,104,0,2,92,94,1,1,0,4,19 +sizemte01,1980,1,BOS,AL,9,23,1,5,1,0,0,0,0,0,0,0,0,0,0,0,1 +skaggda01,1980,1,BAL,AL,2,5,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +skaggda01,1980,2,CAL,AL,24,66,7,13,0,0,1,9,0,0,9,13,0,0,1,1,1 +slatoji01,1980,1,ML4,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smallro02,1980,1,MIN,AL,133,486,64,135,24,1,12,63,3,3,65,63,4,2,2,9,15 +smithda02,1980,1,HOU,NL,57,12,0,0,0,0,0,0,0,0,0,4,0,0,2,0,0 +smithke01,1980,1,SLN,NL,24,31,3,4,1,0,0,2,0,0,2,2,1,0,0,0,2 +smithle02,1980,1,CHN,NL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithlo01,1980,1,PHI,NL,100,298,69,101,14,4,3,20,33,13,26,48,2,4,1,2,5 +smithoz01,1980,1,SDN,NL,158,609,67,140,18,5,0,35,57,15,71,49,1,5,23,4,9 +smithre06,1980,1,LAN,NL,92,311,47,100,13,0,15,55,5,6,41,63,1,1,0,9,4 +soderer01,1980,1,NYA,AL,95,275,38,79,13,1,11,35,0,0,27,25,2,1,1,0,9 +sofieri01,1980,1,MIN,AL,131,417,52,103,18,4,9,49,4,5,24,92,2,2,9,7,3 +solomed01,1980,1,PIT,NL,27,32,3,7,2,0,0,1,0,0,0,11,0,0,3,0,1 +sorenla01,1980,1,ML4,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sosael01,1980,1,MON,NL,67,11,0,1,0,0,0,1,0,0,0,6,0,0,1,0,0 +sotoma01,1980,1,CIN,NL,54,46,3,2,0,0,0,0,0,0,0,16,0,0,8,0,0 +souzama01,1980,1,OAK,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +speiech01,1980,1,MON,NL,128,388,35,103,14,4,1,32,0,3,52,38,18,0,6,1,10 +spencji01,1980,1,NYA,AL,97,259,38,61,9,0,13,43,1,0,30,44,2,1,1,4,7 +spikech01,1980,1,ATL,NL,41,36,6,10,1,0,0,2,0,0,3,18,2,1,0,0,0 +spillda01,1980,1,CLE,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +spilmha01,1980,1,CIN,NL,65,101,14,27,4,0,4,19,0,0,9,19,1,1,1,2,2 +splitpa01,1980,1,KCA,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sprowbo01,1980,1,HOU,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +squirmi01,1980,1,CHA,AL,131,343,38,97,11,3,2,33,8,9,33,24,1,1,11,0,6 +stablge01,1980,1,SDN,NL,4,3,0,0,0,0,0,0,0,0,0,2,0,1,0,0,0 +stanhdo01,1980,1,LAN,NL,21,2,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +stanlbo01,1980,1,BOS,AL,52,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stanlfr01,1980,1,NYA,AL,49,86,13,18,3,0,0,5,0,0,5,5,0,2,1,1,0 +stantmi01,1980,1,CLE,AL,51,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +staplda01,1980,1,BOS,AL,106,449,61,144,33,5,7,45,3,2,13,32,1,1,5,4,10 +stargwi01,1980,1,PIT,NL,67,202,28,53,10,1,11,38,0,0,26,52,10,2,0,1,2 +staubru01,1980,1,TEX,AL,109,340,42,102,23,2,9,55,1,1,39,18,3,2,1,6,16 +stearjo01,1980,1,NYN,NL,91,319,42,91,25,1,0,45,7,3,33,24,1,1,2,8,5 +stegmda01,1980,1,DET,AL,65,130,12,23,5,0,2,9,1,1,14,23,0,0,2,1,0 +steinbi02,1980,1,SEA,AL,67,198,16,53,5,1,5,27,1,1,16,25,4,1,7,3,5 +stembje01,1980,1,SFN,NL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +stennre01,1980,1,SFN,NL,120,397,34,97,13,2,2,37,4,4,22,31,10,2,2,2,10 +stewasa01,1980,1,BAL,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stiebda01,1980,1,TOR,AL,36,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stimacr01,1980,1,SDN,NL,20,50,5,11,2,0,0,7,0,0,1,6,0,0,2,3,0 +stinsbo01,1980,1,SEA,AL,48,107,6,23,2,0,1,8,0,0,9,19,0,1,2,2,2 +stoddti01,1980,1,BAL,AL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stonest01,1980,1,BAL,AL,49,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +straijo01,1980,1,SFN,NL,77,189,26,54,6,0,0,16,1,2,10,10,0,0,7,1,8 +sulargu01,1980,1,SFN,NL,25,65,3,16,1,1,0,3,1,0,9,6,1,0,2,1,2 +summech01,1980,1,DET,AL,120,347,61,103,19,1,17,60,4,3,52,52,6,5,1,3,10 +sundbji01,1980,1,TEX,AL,151,505,59,138,24,1,10,63,2,2,64,67,3,1,6,5,15 +sutclri01,1980,1,LAN,NL,44,27,1,4,0,0,0,3,0,0,2,5,0,0,3,0,0 +suthele01,1980,1,CHA,AL,34,89,9,23,3,0,0,5,4,1,1,11,1,0,1,1,2 +suttebr01,1980,1,CHN,NL,60,9,0,1,0,0,0,1,0,0,0,6,0,0,1,0,0 +suttodo01,1980,1,LAN,NL,32,64,3,5,0,0,0,1,0,0,1,19,0,0,8,0,4 +swancr01,1980,1,NYN,NL,21,32,1,7,0,0,0,5,0,0,4,13,0,0,7,0,2 +swishst01,1980,1,SLN,NL,18,24,2,6,1,0,0,2,0,0,1,7,0,0,0,0,2 +sykesbo01,1980,1,SLN,NL,27,39,2,4,0,0,0,2,0,0,1,14,0,1,3,1,1 +tamarjo01,1980,1,MON,NL,37,51,4,14,3,0,1,13,0,0,6,5,0,0,0,1,0 +tananfr01,1980,1,CAL,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +taverfr01,1980,1,NYN,NL,141,562,65,157,27,0,0,25,32,18,23,64,0,1,10,2,15 +tekulke01,1980,1,PIT,NL,78,9,0,0,0,0,0,0,0,0,1,7,0,0,0,0,0 +tellmto01,1980,1,SDN,NL,6,8,0,1,0,0,0,1,0,0,0,5,0,0,0,0,0 +templga01,1980,1,SLN,NL,118,504,83,161,19,9,4,43,31,15,18,43,6,0,1,1,13 +tenacge01,1980,1,SDN,NL,133,316,46,70,11,1,17,50,4,4,92,63,11,4,0,4,11 +terreje01,1980,1,KCA,AL,23,16,4,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +thomade01,1980,1,LAN,NL,117,297,32,79,18,3,1,22,7,9,26,48,3,1,7,1,5 +thomaga01,1980,1,LAN,NL,80,111,6,24,3,0,1,12,0,0,17,26,3,1,0,0,3 +thomago01,1980,1,ML4,AL,162,628,78,150,26,3,38,105,8,5,58,170,4,2,3,6,7 +thomaro02,1980,1,SLN,NL,24,13,0,2,0,0,0,0,0,0,1,4,0,0,0,0,0 +thompja01,1980,1,DET,AL,36,126,10,27,5,0,4,20,0,1,13,26,1,1,0,2,4 +thompja01,1980,2,CAL,AL,102,312,59,99,14,0,17,70,2,0,70,60,9,0,2,3,8 +thompsc01,1980,1,CHN,NL,102,226,26,48,10,1,2,13,6,6,28,31,3,1,1,1,6 +thondi01,1980,1,CAL,AL,80,267,32,68,12,2,0,15,7,5,10,28,0,1,5,2,5 +tiantlu01,1980,1,NYA,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tidrodi01,1980,1,CHN,NL,84,4,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +tobikda01,1980,1,DET,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +toddja01,1980,1,TOR,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tomlida01,1980,1,CIN,NL,27,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +torremi01,1980,1,BOS,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +torreru01,1980,1,KCA,AL,51,72,10,12,0,0,0,3,1,3,8,7,0,0,0,0,1 +tracyji01,1980,1,CHN,NL,42,122,12,31,3,3,3,9,2,2,13,37,1,0,2,0,1 +trammal01,1980,1,DET,AL,146,560,107,168,21,5,9,65,12,12,69,63,2,3,13,7,10 +travebi01,1980,1,ML4,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +trevial01,1980,1,NYN,NL,106,355,26,91,11,2,0,37,0,3,13,41,1,1,2,5,11 +trillma01,1980,1,PHI,NL,141,531,68,155,25,9,7,43,8,3,32,46,8,3,4,3,16 +troutst01,1980,1,CHA,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tudorjo01,1980,1,BOS,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +turneje01,1980,1,SDN,NL,85,153,22,44,5,0,3,18,8,3,10,18,4,2,1,2,1 +twittje01,1980,1,KCA,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tysonmi01,1980,1,CHN,NL,123,341,34,81,19,3,3,23,1,2,15,61,3,2,4,1,5 +ujdurje01,1980,1,DET,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +underpa01,1980,1,DET,AL,49,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +underto01,1980,1,NYA,AL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +unserde01,1980,1,PHI,NL,96,110,15,29,6,4,0,10,0,1,10,21,1,0,1,2,2 +upshawi01,1980,1,TOR,AL,34,61,10,13,3,1,1,5,1,0,6,14,1,0,1,0,0 +urreajo01,1980,1,SLN,NL,30,13,0,3,0,0,0,0,0,0,0,4,0,0,2,0,0 +vailmi01,1980,1,CHN,NL,114,312,30,93,17,2,6,47,2,5,14,77,1,1,1,0,8 +valdeju01,1980,1,BOS,AL,8,19,4,5,1,0,1,4,2,0,0,5,0,1,1,0,0 +valenel01,1980,1,MON,NL,86,311,40,98,22,2,13,67,5,5,25,44,0,3,0,4,3 +valenfe01,1980,1,LAN,NL,10,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +vegaje01,1980,1,MIN,AL,12,30,3,5,0,0,0,4,1,0,3,7,0,0,1,0,1 +velezot01,1980,1,TOR,AL,104,357,54,96,12,3,20,62,0,0,54,86,8,2,0,4,8 +venabma01,1980,1,SFN,NL,64,138,13,37,5,0,0,10,8,2,15,22,0,0,1,3,3 +verhojo01,1980,1,MIN,AL,44,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +veryzto01,1980,1,CLE,AL,109,358,28,97,12,0,2,28,0,5,10,25,1,8,4,3,11 +veselbo01,1980,1,MIN,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +virgioz02,1980,1,PHI,NL,1,5,1,1,1,0,0,0,0,0,0,1,0,0,0,0,0 +vuckope01,1980,1,SLN,NL,32,71,4,13,6,0,0,7,1,0,1,13,0,0,9,0,1 +vukovge01,1980,1,PHI,NL,78,58,6,13,1,1,0,8,0,0,6,9,0,0,0,0,1 +vukovjo01,1980,1,PHI,NL,49,62,4,10,1,1,0,5,0,1,2,7,1,1,0,1,2 +wagnema01,1980,1,DET,AL,45,72,5,17,1,0,0,3,0,1,7,11,0,0,2,0,0 +waitsri01,1980,1,CLE,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +walkbo01,1980,1,PHI,NL,27,50,5,7,1,0,0,2,0,0,4,20,0,1,7,0,2 +walkech01,1980,1,BOS,AL,19,57,3,12,0,0,1,5,3,2,6,10,1,1,1,1,1 +wallati01,1980,1,MON,NL,5,11,1,2,0,0,1,2,0,0,1,5,0,0,0,0,0 +wallety01,1980,1,SLN,NL,5,12,3,1,0,0,0,0,0,0,1,5,0,0,0,0,0 +wallide01,1980,1,HOU,NL,100,284,30,85,6,5,3,29,4,3,35,26,4,0,0,2,2 +waltoda01,1980,1,TEX,AL,10,10,2,2,0,0,0,1,0,0,3,5,0,0,0,0,0 +waltore01,1980,1,SEA,AL,31,83,8,23,6,0,2,9,2,2,3,10,0,1,0,1,1 +wardga01,1980,1,MIN,AL,13,41,11,19,6,2,1,10,0,0,3,6,1,0,1,1,0 +washicl01,1980,1,CHA,AL,32,90,15,26,4,2,1,12,4,2,5,19,0,1,1,0,5 +washicl01,1980,2,NYN,NL,79,284,38,78,16,4,10,42,17,5,20,63,5,1,0,1,5 +washiul01,1980,1,KCA,AL,153,549,79,150,16,11,6,53,20,7,53,78,0,0,10,2,13 +wathajo01,1980,1,KCA,AL,126,453,57,138,14,7,6,58,17,3,50,42,6,3,3,1,19 +watsobo01,1980,1,NYA,AL,130,469,62,144,25,3,13,68,2,1,48,56,5,1,1,6,20 +weavero01,1980,1,DET,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +weissga01,1980,1,LAN,NL,8,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +welchbo01,1980,1,LAN,NL,34,70,1,17,3,0,0,3,0,0,1,13,0,0,5,0,0 +wernedo01,1980,1,CIN,NL,24,64,2,11,2,0,0,5,1,0,7,10,0,1,0,1,2 +werthde01,1980,1,NYA,AL,39,65,15,20,3,0,3,12,0,1,12,19,0,0,1,0,3 +wheelga01,1980,1,SEA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +whitalo01,1980,1,DET,AL,145,477,68,111,19,1,1,45,8,4,73,79,0,0,12,6,9 +whitefr01,1980,1,KCA,AL,154,560,70,148,23,4,7,60,19,6,19,69,0,2,9,4,11 +whiteje01,1980,1,MON,NL,110,214,22,56,9,3,7,23,8,7,30,37,0,1,1,3,1 +whitfte01,1980,1,SFN,NL,118,321,38,95,16,2,4,26,4,2,20,44,3,1,4,2,6 +whitmda01,1980,1,CAL,AL,48,87,8,21,3,0,0,7,1,0,4,21,0,0,9,2,3 +whitsed01,1980,1,SFN,NL,34,66,2,6,0,0,0,4,0,0,1,21,0,0,9,0,1 +whitter01,1980,1,TOR,AL,106,295,23,70,12,2,6,34,1,3,22,30,0,0,5,3,11 +wihtosa01,1980,1,CLE,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wilbote01,1980,1,NYA,AL,8,8,2,2,0,0,0,1,0,0,0,1,0,0,0,0,0 +wilcomi01,1980,1,DET,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wilforo01,1980,1,MIN,AL,131,416,55,103,16,5,8,45,10,6,34,61,3,3,11,2,8 +willial03,1980,1,MIN,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +willimi01,1980,1,TOR,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +willsbu01,1980,1,TEX,AL,146,578,102,152,31,5,5,58,34,9,51,71,1,3,15,8,8 +wilsomo01,1980,1,NYN,NL,27,105,16,26,5,3,0,4,7,7,12,19,0,0,2,0,0 +wilsowi02,1980,1,KCA,AL,161,705,133,230,28,15,3,49,79,10,28,81,3,6,5,1,4 +winfida01,1980,1,SDN,NL,162,558,89,154,25,6,20,87,23,7,79,83,14,2,0,4,13 +wirthal01,1980,1,OAK,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wiseri01,1980,1,SDN,NL,28,58,1,8,2,0,0,4,0,0,2,21,0,0,2,0,0 +wockejo01,1980,1,DET,AL,126,372,56,102,13,2,16,65,1,4,68,64,4,3,0,1,7 +wohlfji01,1980,1,SFN,NL,91,193,17,54,6,4,1,24,1,4,13,23,0,1,0,3,3 +wolfela01,1980,1,BOS,AL,18,23,3,3,1,0,1,4,0,0,0,5,0,0,0,1,1 +woodsal01,1980,1,TOR,AL,109,373,54,112,18,2,15,47,4,4,37,35,3,1,5,1,4 +woodsga01,1980,1,HOU,NL,19,53,8,20,5,0,2,15,1,0,2,9,0,0,0,0,1 +worthri01,1980,1,CHA,AL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wynegbu01,1980,1,MIN,AL,146,486,61,124,18,3,5,57,3,1,63,36,6,2,7,6,9 +yastrca01,1980,1,BOS,AL,105,364,49,100,21,1,15,50,0,2,44,38,5,0,1,3,9 +yeagest01,1980,1,LAN,NL,96,227,20,48,8,0,2,20,2,3,20,54,6,0,0,1,7 +yostne01,1980,1,ML4,AL,15,31,0,5,0,0,0,0,0,0,0,6,0,0,0,0,1 +youngjo02,1980,1,NYN,NL,146,514,58,142,26,2,8,69,14,11,52,69,10,2,0,9,10 +yountro01,1980,1,ML4,AL,143,611,121,179,49,10,23,87,20,5,26,67,1,1,6,3,8 +zachrpa01,1980,1,NYN,NL,28,46,0,2,0,0,0,1,0,0,2,21,0,0,5,1,3 +zahnge01,1980,1,MIN,AL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ziskri01,1980,1,TEX,AL,135,448,48,130,17,1,19,77,0,2,39,72,5,0,1,4,18 +aasedo01,1981,1,CAL,AL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +abbotgl01,1981,1,SEA,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +adamsgl01,1981,1,MIN,AL,72,220,13,46,10,0,2,24,0,1,20,26,4,0,0,2,10 +agostju01,1981,1,CHA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +aguaylu01,1981,1,PHI,NL,45,84,11,18,4,0,1,7,1,0,6,15,0,2,2,0,0 +aikenwi01,1981,1,KCA,AL,101,349,45,93,16,0,17,53,0,0,62,47,12,3,0,5,11 +aingeda01,1981,1,TOR,AL,86,246,20,46,6,2,0,14,8,5,23,41,1,1,4,1,5 +alexado01,1981,1,SFN,NL,24,51,5,9,4,0,0,6,0,0,2,12,0,0,4,1,2 +alexaga01,1981,1,PIT,NL,21,47,6,10,4,1,1,6,0,0,3,12,0,0,0,1,1 +alexama01,1981,1,PIT,NL,15,11,5,4,0,0,0,0,3,2,0,1,0,0,0,0,0 +allarbr01,1981,1,SEA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +allenga01,1981,1,BOS,AL,47,139,23,31,8,0,5,25,0,0,23,33,0,1,0,1,6 +allenki01,1981,1,SEA,AL,19,3,1,0,0,0,0,0,2,1,0,2,0,0,0,0,0 +allenne01,1981,1,NYN,NL,43,5,0,1,0,1,0,0,0,0,0,4,0,0,2,0,0 +almonbi01,1981,1,CHA,AL,103,349,46,105,10,2,4,41,16,6,21,60,0,2,2,3,4 +alvarjo01,1981,1,ATL,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +anderji01,1981,1,SEA,AL,70,162,12,33,7,0,2,19,3,5,17,29,0,1,1,0,4 +anderla02,1981,1,SEA,AL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +andujjo01,1981,1,HOU,NL,9,4,0,0,0,0,0,0,0,0,1,3,0,0,1,0,0 +andujjo01,1981,2,SLN,NL,12,19,0,0,0,0,0,0,0,0,0,9,0,0,1,0,0 +apontlu01,1981,1,BOS,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +armasto01,1981,1,OAK,AL,109,440,51,115,24,3,22,76,5,1,19,115,6,2,0,1,6 +armstmi01,1981,1,SDN,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +arroyfe01,1981,1,MIN,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ashbyal01,1981,1,HOU,NL,83,255,20,69,13,0,4,33,0,2,35,33,6,0,3,2,6 +ashfotu01,1981,1,NYA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +asselbr01,1981,1,ATL,NL,56,86,8,22,5,0,2,10,1,0,5,7,0,0,0,0,4 +auerbri01,1981,1,SEA,AL,38,84,12,13,3,0,1,6,1,1,4,15,0,1,6,1,1 +augusje01,1981,1,ML4,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +avilera01,1981,1,PHI,NL,38,28,2,6,1,0,0,3,0,0,3,5,0,0,3,0,0 +ayalabe01,1981,1,BAL,AL,44,86,12,24,2,0,3,13,0,1,11,9,0,1,1,1,2 +babcobo01,1981,1,TEX,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +babitsh01,1981,1,OAK,AL,54,156,10,40,1,3,0,14,5,4,13,13,1,0,2,0,6 +backmwa01,1981,1,NYN,NL,26,36,5,10,2,0,0,0,1,0,4,7,0,0,2,0,0 +bahnsst01,1981,1,MON,NL,25,9,0,1,0,0,0,0,0,0,0,4,0,0,0,0,0 +baileho01,1981,1,DET,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bailobo01,1981,1,NYN,NL,51,81,11,23,3,1,0,8,2,0,8,11,0,1,4,1,3 +baineha01,1981,1,CHA,AL,82,280,42,80,11,7,10,41,6,2,12,41,4,2,0,2,6 +bairdo01,1981,1,CIN,NL,24,3,1,1,0,0,1,3,0,0,0,1,0,0,0,0,0 +bairdo01,1981,2,SLN,NL,11,3,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +bakerch02,1981,1,MIN,AL,40,66,6,12,0,3,0,6,0,0,1,8,0,0,3,0,3 +bakerdu01,1981,1,LAN,NL,103,400,48,128,17,3,9,49,10,7,29,43,1,1,3,5,9 +balbost01,1981,1,NYA,AL,4,7,2,2,1,1,0,2,0,0,1,4,0,0,0,0,0 +bandoch01,1981,1,CLE,AL,21,47,3,10,3,0,0,6,0,0,2,2,0,0,1,1,1 +bandosa01,1981,1,ML4,AL,32,65,10,13,4,0,2,9,1,1,6,3,1,0,2,0,1 +bannial01,1981,1,CLE,AL,68,232,36,61,11,1,1,17,16,2,16,19,2,0,1,1,0 +bannifl01,1981,1,SEA,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barfije01,1981,1,TOR,AL,25,95,7,22,3,2,2,9,4,3,4,19,0,1,0,0,4 +barkele01,1981,1,CLE,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barlomi01,1981,1,TOR,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barrage01,1981,1,CIN,NL,9,6,2,2,0,0,0,1,0,0,0,0,0,0,0,0,0 +barrifr01,1981,1,CHA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bassra01,1981,1,SDN,NL,69,176,13,37,4,1,4,20,0,1,20,28,1,1,3,1,7 +baumgro01,1981,1,CHA,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +baylodo01,1981,1,CAL,AL,103,377,52,90,18,1,17,66,3,3,42,51,1,7,0,6,13 +beamoch02,1981,1,TOR,AL,8,15,1,3,1,0,0,0,0,0,2,2,0,0,0,0,0 +beardda01,1981,1,OAK,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +beattji01,1981,1,SEA,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bedrost01,1981,1,ATL,NL,15,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +belanma01,1981,1,BAL,AL,64,139,9,23,3,2,1,10,2,1,12,25,0,2,5,0,4 +bellbu01,1981,1,TEX,AL,97,360,44,106,16,1,10,64,3,3,42,30,10,3,0,10,6 +bellge02,1981,1,TOR,AL,60,163,19,38,2,1,5,12,3,2,5,27,1,0,0,0,1 +benchjo01,1981,1,CIN,NL,52,178,14,55,8,0,8,25,0,2,17,21,3,0,1,0,4 +benedbr01,1981,1,ATL,NL,90,295,26,78,12,1,5,35,1,1,33,21,4,3,5,3,8 +beniqju01,1981,1,CAL,AL,58,166,18,30,5,0,3,13,2,1,15,16,0,1,4,1,6 +berenbr01,1981,1,CIN,NL,21,42,4,8,3,0,0,1,0,0,2,18,0,0,3,1,1 +berenju01,1981,1,KCA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +berenju01,1981,2,TOR,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bergmda01,1981,1,HOU,NL,6,6,1,1,0,0,1,1,0,0,0,0,0,0,0,0,0 +bergmda01,1981,2,SFN,NL,63,145,16,37,9,0,3,13,2,0,19,18,3,0,2,1,4 +bernadw01,1981,1,ML4,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bernato01,1981,1,CHA,AL,106,384,53,106,14,4,6,34,4,4,54,66,6,2,9,1,7 +berrada01,1981,1,PIT,NL,81,232,21,56,12,0,2,27,11,1,17,34,4,3,2,0,3 +bevacku01,1981,1,PIT,NL,29,27,2,7,1,0,1,4,0,0,4,6,0,0,1,2,1 +bibbyji01,1981,1,PIT,NL,14,28,4,4,2,0,1,3,0,0,1,11,0,1,4,0,0 +biittla01,1981,1,CIN,NL,42,61,1,13,4,0,0,8,0,0,4,4,1,0,0,1,3 +birddo01,1981,1,NYA,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +birddo01,1981,2,CHN,NL,12,20,0,2,0,0,0,0,0,0,1,11,0,0,2,0,0 +blackbu02,1981,1,SEA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +blackti01,1981,1,CHN,NL,58,158,21,37,10,2,1,11,2,1,23,23,4,0,1,0,2 +bluevi01,1981,1,SFN,NL,18,35,4,7,2,0,0,1,0,0,3,10,0,0,5,0,1 +blylebe01,1981,1,CLE,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bochtbr01,1981,1,SEA,AL,99,335,39,87,16,0,6,30,1,3,47,53,5,2,1,0,5 +boddimi01,1981,1,BAL,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +boggsto01,1981,1,ATL,NL,25,46,2,7,1,0,0,3,0,0,0,6,0,0,1,0,1 +boitada01,1981,1,NYN,NL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bombama01,1981,1,TOR,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bondsbo01,1981,1,CHN,NL,45,163,26,35,7,1,6,19,5,6,24,44,5,2,1,0,4 +bonilju01,1981,1,SDN,NL,99,369,30,107,13,2,1,25,4,9,25,23,5,2,9,2,7 +bonneba01,1981,1,TOR,AL,66,227,21,50,7,4,4,28,4,3,12,25,0,1,3,0,8 +bonnebo01,1981,1,BAL,AL,10,27,6,8,2,0,0,2,1,0,1,4,0,0,0,1,0 +boonebo01,1981,1,PHI,NL,76,227,19,48,7,0,4,24,2,2,22,16,2,0,2,2,6 +booneda02,1981,1,SDN,NL,37,4,0,2,0,0,0,0,0,0,0,0,0,0,1,0,0 +bordiri01,1981,1,OAK,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bosetri01,1981,1,TOR,AL,25,47,5,11,2,0,0,4,0,2,2,6,0,0,1,0,2 +bosetri01,1981,2,OAK,AL,9,19,4,2,0,0,0,1,0,0,3,3,0,0,0,0,0 +bosleth01,1981,1,ML4,AL,42,105,11,24,2,0,0,3,2,1,6,13,0,0,1,0,4 +bowala01,1981,1,PHI,NL,103,360,34,102,14,3,0,31,16,7,26,17,2,0,4,1,8 +boylado01,1981,1,PIT,NL,11,8,0,0,0,0,0,0,0,0,1,3,0,0,0,0,0 +bradfla01,1981,1,ATL,NL,25,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +bradlma01,1981,1,LAN,NL,9,6,2,1,1,0,0,0,0,0,0,1,0,0,0,0,0 +braunst01,1981,1,SLN,NL,44,46,9,9,2,1,0,2,1,0,15,7,0,0,1,0,1 +breinfr01,1981,1,SFN,NL,45,11,0,0,0,0,0,0,0,0,1,7,0,0,1,0,0 +brenlbo01,1981,1,SFN,NL,19,45,5,15,2,1,1,4,0,1,6,4,0,1,0,0,1 +brennto01,1981,1,CLE,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brettge01,1981,1,KCA,AL,89,347,42,109,27,7,6,43,14,6,27,23,7,1,0,4,7 +brettke01,1981,1,KCA,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +briggda01,1981,1,MON,NL,9,11,0,1,0,0,0,0,0,1,0,3,0,0,0,0,0 +brookhu01,1981,1,NYN,NL,98,358,34,110,21,2,4,38,9,5,23,65,2,1,1,6,9 +brookto01,1981,1,DET,AL,71,239,19,58,10,1,4,25,5,3,14,43,0,2,4,6,5 +brouhma01,1981,1,ML4,AL,60,186,19,51,6,3,2,20,1,1,7,41,1,2,2,2,7 +brownbo04,1981,1,NYA,AL,31,62,5,14,1,0,0,6,4,2,5,15,0,0,1,1,1 +brownda01,1981,1,DET,AL,16,4,4,1,0,0,0,0,1,0,0,1,0,0,0,0,0 +brownsc01,1981,1,CIN,NL,10,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +brummgl01,1981,1,SLN,NL,21,30,2,6,1,0,0,2,0,0,1,2,0,0,1,1,1 +brunato01,1981,1,CAL,AL,11,33,7,5,0,0,3,6,1,0,8,10,0,0,0,0,0 +brusswa01,1981,1,PHI,NL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bucknbi01,1981,1,CHN,NL,106,421,45,131,35,3,10,75,5,2,26,16,9,1,0,5,17 +budasma01,1981,1,OAK,AL,9,32,3,5,1,0,0,2,0,1,4,10,0,0,0,0,0 +bullibu01,1981,1,SEA,AL,62,154,15,38,3,0,2,15,0,0,21,20,0,1,4,0,2 +bumbral01,1981,1,BAL,AL,101,392,61,107,18,2,1,27,22,15,51,51,2,2,4,2,6 +burgmto01,1981,1,BOS,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +burleri01,1981,1,CAL,AL,109,430,53,126,17,1,5,33,4,6,42,38,2,3,11,4,8 +burnsbr01,1981,1,CHA,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +burrira01,1981,1,MON,NL,22,37,4,7,0,0,0,2,0,0,4,12,0,0,7,1,0 +burroje01,1981,1,SEA,AL,89,319,32,81,13,1,10,41,0,1,41,64,3,0,0,0,7 +butchjo01,1981,1,TEX,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +butersa01,1981,1,MIN,AL,62,167,13,40,7,1,0,18,0,0,22,14,0,0,3,2,8 +butlebr01,1981,1,ATL,NL,40,126,17,32,2,3,0,4,9,1,19,17,0,0,0,0,0 +bystrma01,1981,1,PHI,NL,9,17,0,2,0,0,0,0,0,1,0,10,0,0,1,0,0 +cabelen01,1981,1,SFN,NL,96,396,41,101,20,1,2,36,6,7,10,47,0,1,4,2,6 +caldwmi01,1981,1,ML4,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +camacer01,1981,1,PIT,NL,7,4,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +campabe01,1981,1,CAL,AL,55,82,11,21,2,1,1,10,5,2,5,10,0,0,3,1,0 +campbbi02,1981,1,BOS,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +campri01,1981,1,ATL,NL,48,12,1,0,0,0,0,0,0,0,0,6,0,0,1,0,0 +candejo01,1981,1,PIT,NL,6,13,0,3,0,0,0,3,0,0,0,1,0,0,2,1,0 +capildo01,1981,1,CHN,NL,42,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +cappuge01,1981,1,DET,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +carewro01,1981,1,CAL,AL,93,364,57,111,17,1,2,21,16,9,45,45,7,0,10,2,8 +carltst01,1981,1,PHI,NL,24,67,5,9,2,2,0,4,0,0,2,16,0,0,2,0,2 +cartega01,1981,1,MON,NL,100,374,48,94,20,2,16,68,1,5,35,35,4,1,3,6,6 +castibo01,1981,1,LAN,NL,34,9,1,4,2,0,0,1,0,0,0,2,0,0,0,0,0 +castijo01,1981,1,MIN,AL,101,381,41,102,13,9,6,36,4,5,18,52,3,1,7,2,3 +castima02,1981,1,DET,AL,6,8,1,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +castrbi01,1981,1,NYA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +caudibi01,1981,1,CHN,NL,30,14,0,2,0,0,0,1,0,0,2,6,0,0,1,0,0 +cedence01,1981,1,HOU,NL,82,306,42,83,19,0,5,34,12,7,24,31,2,1,2,5,6 +ceronri01,1981,1,NYA,AL,71,234,23,57,13,2,2,21,0,2,12,24,0,0,4,4,10 +ceyro01,1981,1,LAN,NL,85,312,42,90,15,2,13,50,0,2,40,55,3,3,1,3,7 +chalkda01,1981,1,KCA,AL,27,49,2,11,3,0,0,5,0,1,4,2,0,0,3,0,1 +chambch01,1981,1,ATL,NL,107,404,44,110,25,2,8,51,4,1,44,41,10,1,2,3,11 +charbjo01,1981,1,CLE,AL,48,138,14,29,7,1,4,18,1,0,7,22,0,0,1,1,5 +chrisla01,1981,1,PHI,NL,20,30,2,3,0,0,0,1,0,0,1,16,0,0,3,1,0 +clancji01,1981,1,TOR,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clarkbo04,1981,1,CAL,AL,34,88,12,22,2,1,4,19,0,0,7,18,0,0,0,0,2 +clarkbr01,1981,1,SEA,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clarkja01,1981,1,SFN,NL,99,385,60,103,19,2,17,53,1,1,45,45,6,1,0,6,12 +clayke01,1981,1,SEA,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clearma01,1981,1,BOS,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clevere01,1981,1,ML4,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +collida02,1981,1,CIN,NL,95,360,63,98,18,6,3,23,26,10,41,41,1,6,3,2,6 +combege01,1981,1,CIN,NL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +comerst01,1981,1,TEX,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +conceda01,1981,1,CIN,NL,106,421,57,129,28,0,5,67,4,5,37,61,1,1,2,7,13 +conceon01,1981,1,KCA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +coopece01,1981,1,ML4,AL,106,416,70,133,35,1,12,60,5,4,28,30,2,3,1,5,16 +coopedo01,1981,1,MIN,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +corbedo01,1981,1,MIN,AL,54,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +corcoti01,1981,1,MIN,AL,22,51,4,9,3,0,0,4,0,0,6,7,0,0,0,1,3 +coreyma01,1981,1,BAL,AL,10,8,2,0,0,0,0,0,0,0,2,2,0,0,0,0,0 +cowenal01,1981,1,DET,AL,85,253,27,66,11,4,1,18,3,3,22,36,3,1,5,3,3 +coxje01,1981,1,OAK,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +coxla01,1981,1,TEX,AL,5,13,0,3,1,0,0,0,0,0,0,4,0,0,0,0,0 +coxte02,1981,1,TOR,AL,16,50,6,15,4,0,2,9,0,1,5,10,0,0,0,0,0 +crawfst01,1981,1,BOS,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cromawa01,1981,1,MON,NL,99,358,41,109,19,2,6,42,2,3,39,27,12,0,0,3,8 +crowlte01,1981,1,BAL,AL,68,134,12,33,6,0,4,25,0,0,29,12,5,0,1,2,3 +cruzhe01,1981,1,CHN,NL,53,109,15,25,5,0,7,15,2,2,17,24,0,0,0,1,3 +cruzjo01,1981,1,HOU,NL,107,409,53,109,16,5,13,55,5,7,35,49,4,0,0,7,7 +cruzju01,1981,1,SEA,AL,94,352,57,90,12,3,2,24,43,8,39,40,0,3,4,3,4 +cruzvi01,1981,1,PIT,NL,22,4,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +cubbami01,1981,1,NYN,NL,67,80,9,17,2,2,1,4,0,0,9,15,1,0,0,1,2 +curtijo01,1981,1,SDN,NL,28,13,1,1,0,0,0,2,0,0,0,6,0,0,1,2,1 +dacqujo01,1981,1,CAL,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +darwida01,1981,1,TEX,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dauerri01,1981,1,BAL,AL,96,369,41,97,27,0,4,38,0,0,27,18,0,3,3,2,6 +davisbo02,1981,1,CAL,AL,1,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +davisch01,1981,1,SFN,NL,8,15,1,2,0,0,0,0,2,0,1,2,0,0,0,0,1 +davisdi02,1981,1,PHI,NL,45,96,12,32,6,1,2,19,1,2,8,13,0,1,0,1,1 +davisjo02,1981,1,CHN,NL,56,180,14,46,5,1,4,21,0,1,21,28,3,1,3,2,6 +davisma01,1981,1,PHI,NL,9,11,2,1,0,0,0,1,0,0,2,2,0,0,1,0,0 +davismi02,1981,1,OAK,AL,17,20,0,1,1,0,0,0,0,0,2,4,0,0,0,0,1 +davisro02,1981,1,NYA,AL,43,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dawsoan01,1981,1,MON,NL,103,394,71,119,21,3,24,64,26,4,35,50,14,7,0,5,6 +decindo01,1981,1,BAL,AL,100,346,49,91,23,2,13,55,0,3,41,32,2,1,1,2,12 +dejesiv01,1981,1,CHN,NL,106,403,49,78,8,4,0,13,21,9,46,61,2,0,10,1,2 +deleolu01,1981,1,SLN,NL,10,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dempsri01,1981,1,BAL,AL,92,251,24,54,10,1,6,15,0,1,32,36,1,1,3,0,5 +dennyjo01,1981,1,CLE,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dentbu01,1981,1,NYA,AL,73,227,20,54,11,0,7,27,0,1,19,17,0,2,8,2,1 +dernibo01,1981,1,PHI,NL,10,4,0,3,0,0,0,0,2,1,0,0,0,0,0,0,0 +diazbo01,1981,1,CLE,AL,63,182,25,57,19,0,7,38,2,2,13,23,2,1,1,2,7 +dillast01,1981,1,CHN,NL,53,119,18,26,7,1,2,11,0,0,8,20,0,0,0,0,1 +dilonmi01,1981,1,CLE,AL,72,269,33,78,5,5,0,19,29,10,18,28,1,0,2,0,6 +dipinfr01,1981,1,ML4,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dotsori01,1981,1,CHA,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +downibr01,1981,1,CAL,AL,93,317,47,79,14,0,9,41,1,1,46,35,1,4,3,0,11 +doylebr01,1981,1,OAK,AL,17,40,2,5,0,0,0,3,0,1,1,2,0,0,2,0,1 +dragodi01,1981,1,SEA,AL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +driesda01,1981,1,CIN,NL,82,233,35,55,14,0,7,33,2,4,40,31,3,2,2,3,5 +drumrke01,1981,1,OAK,AL,31,86,8,25,1,1,0,11,0,0,4,4,0,0,1,1,3 +duranda01,1981,1,TEX,AL,13,16,1,4,0,0,0,0,0,0,1,1,0,0,0,0,1 +durhale01,1981,1,CHN,NL,87,328,42,95,14,6,10,35,25,11,27,53,6,0,0,0,6 +dwyerji01,1981,1,BAL,AL,68,134,16,30,0,1,3,10,0,2,20,19,0,0,0,3,2 +dybzije01,1981,1,CLE,AL,48,57,10,17,0,0,0,6,7,1,5,8,0,0,5,0,0 +dyerdu01,1981,1,DET,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +easlemi01,1981,1,PIT,NL,95,339,43,97,18,5,7,42,4,7,24,45,7,0,0,6,10 +easteja01,1981,1,ML4,AL,44,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +eastwra01,1981,1,CHN,NL,30,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +eckerde01,1981,1,BOS,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +edelejo01,1981,1,SLN,NL,13,3,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +edelejo01,1981,2,CIN,NL,5,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +edlerda01,1981,1,SEA,AL,29,78,7,11,3,0,0,5,3,3,11,13,0,1,2,2,1 +edwarda01,1981,1,SDN,NL,58,112,13,24,4,1,2,13,3,1,11,24,0,0,1,1,3 +edwarma01,1981,1,ML4,AL,40,58,10,14,1,1,0,4,6,2,0,2,0,0,0,0,1 +eicheju01,1981,1,SDN,NL,25,46,1,4,0,0,0,0,0,0,0,21,0,0,6,0,1 +ellisjo01,1981,1,TEX,AL,23,58,2,8,3,0,1,7,0,1,5,10,1,1,0,0,3 +engleda01,1981,1,MIN,AL,82,248,29,64,14,4,5,32,0,1,13,37,1,1,1,2,9 +engleri01,1981,1,MON,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +erickro01,1981,1,MIN,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +espinni01,1981,1,PHI,NL,14,20,0,4,0,0,0,2,0,0,0,8,0,0,3,0,0 +espinni01,1981,2,TOR,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +essiaji01,1981,1,CHA,AL,27,52,6,16,3,0,0,5,0,1,4,5,0,0,1,0,2 +evansba01,1981,1,SDN,NL,54,93,11,30,5,0,0,7,2,2,9,9,2,0,1,3,4 +evansda01,1981,1,SFN,NL,102,357,51,92,13,4,12,48,2,3,54,33,8,2,3,3,4 +evansdw01,1981,1,BOS,AL,108,412,84,122,19,4,22,71,3,2,85,85,1,1,3,3,8 +faedole01,1981,1,MIN,AL,12,41,3,8,0,1,0,6,0,0,1,5,0,0,0,1,0 +faheybi01,1981,1,DET,AL,27,67,5,17,2,0,1,9,0,1,2,4,0,0,2,1,1 +falcope01,1981,1,NYN,NL,35,22,1,4,0,0,1,5,0,0,0,4,0,0,0,0,1 +farmeed01,1981,1,CHA,AL,42,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +feltote01,1981,1,MIN,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fergujo01,1981,1,LAN,NL,17,14,2,2,1,0,0,1,0,0,2,5,0,0,0,0,0 +fergujo01,1981,2,CAL,AL,12,30,5,7,1,0,1,5,0,0,9,8,0,0,1,1,1 +fialane01,1981,1,SLN,NL,3,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +fialane01,1981,2,CIN,NL,2,2,1,1,0,0,0,1,0,0,0,1,0,0,0,0,0 +figueed01,1981,1,OAK,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fingero01,1981,1,ML4,AL,47,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fireost01,1981,1,SDN,NL,5,7,0,1,0,0,0,0,0,0,0,4,0,0,0,0,0 +firovda01,1981,1,SEA,AL,13,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +fischmi01,1981,1,CLE,AL,22,43,3,10,1,0,0,5,3,2,3,6,0,0,1,1,0 +fiskca01,1981,1,CHA,AL,96,338,44,89,12,0,7,45,3,2,38,37,3,12,1,5,9 +flanami01,1981,1,BAL,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +flannti01,1981,1,SDN,NL,37,67,4,17,4,1,0,6,1,0,2,4,1,0,1,2,1 +fletcsc01,1981,1,CHN,NL,19,46,6,10,4,0,0,1,0,0,2,4,0,0,0,0,0 +flynndo01,1981,1,NYN,NL,105,325,24,72,12,4,1,20,1,2,11,19,8,0,7,0,12 +foliti01,1981,1,PIT,NL,86,316,32,78,12,2,0,20,7,7,17,10,0,1,14,3,2 +footeba01,1981,1,CHN,NL,9,22,0,0,0,0,0,1,0,0,3,7,0,0,0,1,1 +footeba01,1981,2,NYA,AL,40,125,12,26,4,0,6,10,0,0,8,21,0,0,4,0,7 +fordda01,1981,1,CAL,AL,97,375,53,104,14,1,15,48,2,2,23,71,3,5,5,1,16 +fordda02,1981,1,BAL,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +forscbo01,1981,1,SLN,NL,20,41,0,5,1,0,0,3,0,0,1,10,0,0,6,0,2 +forscke01,1981,1,CAL,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +forstte01,1981,1,LAN,NL,21,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fostege01,1981,1,CIN,NL,108,414,64,122,23,2,22,90,4,0,51,75,5,3,0,4,12 +francte01,1981,1,MON,NL,34,95,11,26,0,1,1,8,1,0,5,6,1,1,3,0,0 +frazige01,1981,1,NYA,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +friaspe01,1981,1,LAN,NL,25,36,6,9,1,0,0,3,0,0,1,3,1,1,0,1,0 +frostda01,1981,1,CAL,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +frymawo01,1981,1,MON,NL,35,3,0,2,0,0,0,0,0,0,0,0,0,0,2,0,0 +fundema01,1981,1,MIN,AL,8,15,2,3,1,0,0,2,0,0,2,1,0,0,0,1,0 +gaettga01,1981,1,MIN,AL,9,26,4,5,0,0,2,3,0,0,0,6,0,0,0,0,1 +galasbo01,1981,1,SEA,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +galeri01,1981,1,KCA,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gamblos01,1981,1,NYA,AL,80,189,24,45,8,0,10,27,0,2,35,23,2,1,0,2,4 +gantnji01,1981,1,ML4,AL,107,352,35,94,14,1,2,33,3,6,29,29,5,3,9,4,6 +garbege01,1981,1,ATL,NL,35,5,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +garcida01,1981,1,TOR,AL,64,250,24,63,8,1,1,13,13,3,9,32,1,0,3,1,6 +garcida02,1981,1,KCA,AL,12,14,4,2,0,0,0,0,0,0,0,2,0,0,0,0,0 +garciki01,1981,1,HOU,NL,48,136,9,37,6,1,0,15,2,2,10,16,3,1,2,1,2 +gardero01,1981,1,NYN,NL,27,48,2,13,1,0,0,3,2,2,5,9,2,0,0,0,0 +garlawa01,1981,1,CLE,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +garneph01,1981,1,PIT,NL,56,181,22,46,6,2,1,20,4,6,21,21,1,0,2,3,3 +garneph01,1981,2,HOU,NL,31,113,13,27,3,1,0,6,6,2,15,11,1,0,4,1,1 +garvest01,1981,1,LAN,NL,110,431,63,122,23,1,10,64,3,5,25,49,6,1,1,3,8 +garvije01,1981,1,TOR,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gatesmi01,1981,1,MON,NL,1,2,1,1,0,1,0,1,0,0,0,1,0,0,0,0,0 +gedmari01,1981,1,BOS,AL,62,205,22,59,15,0,5,26,0,0,9,31,1,1,1,3,9 +geiseda01,1981,1,CHN,NL,11,3,0,0,0,0,0,0,0,0,1,2,0,0,0,0,0 +geronce01,1981,1,KCA,AL,59,118,14,29,0,2,2,13,6,1,11,16,2,0,2,2,3 +gibsoki01,1981,1,DET,AL,83,290,41,95,11,3,9,40,17,5,18,64,1,2,1,2,9 +gilesbr01,1981,1,NYN,NL,9,7,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +gleatje01,1981,1,SEA,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +glynned01,1981,1,CLE,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +goltzda01,1981,1,LAN,NL,26,17,0,1,0,0,0,2,0,0,1,9,0,1,2,0,0 +gomezlu01,1981,1,ATL,NL,35,35,4,7,0,0,0,1,0,1,6,4,0,0,0,0,0 +gonzaju02,1981,1,SLN,NL,20,22,2,7,1,0,1,3,0,0,1,3,0,0,1,0,2 +goodwda01,1981,1,MIN,AL,59,151,18,34,6,1,2,17,3,1,16,32,2,0,1,1,3 +gormato03,1981,1,MON,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gossari01,1981,1,NYA,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grahada01,1981,1,BAL,AL,55,142,7,25,3,0,2,11,0,0,13,32,1,0,0,1,3 +grayga01,1981,1,SEA,AL,69,208,27,51,7,1,13,31,2,0,4,44,1,0,0,2,9 +greenda03,1981,1,SLN,NL,21,34,6,5,1,0,0,2,0,1,6,5,1,0,0,0,0 +grichbo01,1981,1,CAL,AL,100,352,56,107,14,2,22,61,2,4,40,71,4,4,5,3,5 +griffal01,1981,1,TOR,AL,101,388,30,81,19,6,0,21,8,12,17,38,1,1,6,2,6 +griffke01,1981,1,CIN,NL,101,396,65,123,21,6,2,34,12,4,39,42,6,1,2,4,9 +griffmi02,1981,1,NYA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +griffmi02,1981,2,CHN,NL,16,13,0,2,0,0,0,0,0,0,0,8,0,0,2,0,0 +griffto02,1981,1,SFN,NL,22,41,1,8,1,0,1,5,0,0,2,12,0,0,6,1,1 +grossgr01,1981,1,PHI,NL,83,102,14,23,6,1,0,7,2,2,15,5,4,0,0,2,4 +grosswa01,1981,1,OAK,AL,82,243,29,50,7,1,10,31,2,1,34,28,0,2,4,4,7 +groteje01,1981,1,KCA,AL,22,56,4,17,3,1,1,9,1,0,3,2,0,1,1,1,1 +groteje01,1981,2,LAN,NL,2,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1 +grubbjo01,1981,1,TEX,AL,67,199,26,46,9,1,3,26,0,3,23,25,0,2,1,1,6 +guerrpe01,1981,1,LAN,NL,98,347,46,104,17,2,12,48,5,9,34,57,3,2,3,1,12 +guidrro01,1981,1,NYA,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guldebr01,1981,1,SEA,AL,8,16,0,3,2,0,0,1,0,0,0,2,0,0,0,0,0 +gullibi01,1981,1,MON,NL,22,46,1,7,1,0,0,1,0,0,3,13,0,0,4,0,1 +gurala01,1981,1,KCA,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gwosddo01,1981,1,SDN,NL,16,24,1,4,2,0,0,3,0,0,3,6,2,0,1,2,0 +haasmo01,1981,1,ML4,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hairsje01,1981,1,CHA,AL,9,25,5,7,1,0,1,6,0,0,2,4,0,1,0,1,0 +hallal02,1981,1,ATL,NL,6,2,1,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +hallme01,1981,1,CHN,NL,10,11,1,1,0,0,1,2,0,0,1,4,0,0,0,0,0 +hammaat01,1981,1,KCA,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hancoga01,1981,1,BOS,AL,26,45,4,7,3,0,0,3,0,0,2,4,1,0,0,0,2 +hannapr01,1981,1,ATL,NL,20,4,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0 +hargeal01,1981,1,SFN,NL,6,5,0,1,0,0,0,1,0,0,0,2,0,0,1,0,0 +hargrmi01,1981,1,CLE,AL,94,322,43,102,21,0,2,49,5,4,60,16,5,5,4,7,14 +harlola01,1981,1,CAL,AL,43,82,13,17,1,0,0,4,1,1,16,25,0,0,2,0,3 +harpebr01,1981,1,CAL,AL,4,11,1,3,0,0,0,1,1,0,0,0,0,0,0,1,0 +harpete01,1981,1,ATL,NL,40,73,9,19,1,0,2,8,5,1,11,17,0,0,0,1,2 +harrato01,1981,1,CLE,AL,103,361,64,105,12,4,5,44,12,1,57,44,8,1,0,8,5 +harrigr01,1981,1,NYN,NL,17,22,1,4,1,0,0,0,0,0,0,13,0,0,0,0,0 +harrijo04,1981,1,CAL,AL,36,77,5,19,3,0,3,9,0,0,3,11,0,0,0,0,4 +hassero01,1981,1,CLE,AL,61,190,8,44,4,0,1,25,0,1,17,11,0,2,3,3,5 +hasslan01,1981,1,CAL,AL,42,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hatchmi01,1981,1,MIN,AL,99,377,36,96,23,2,3,37,3,1,15,29,2,2,5,3,10 +hausmto01,1981,1,NYN,NL,20,2,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +havenbr01,1981,1,MIN,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hayesbi01,1981,1,CHN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hayesvo01,1981,1,CLE,AL,43,109,21,28,8,2,1,17,8,1,14,10,1,2,4,2,2 +heathmi02,1981,1,OAK,AL,84,301,26,71,7,1,8,30,3,3,13,36,1,1,5,1,9 +heaveda01,1981,1,OAK,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hebneri01,1981,1,DET,AL,78,226,19,51,8,2,5,28,1,2,27,28,5,2,1,2,5 +heepda01,1981,1,HOU,NL,33,96,6,24,3,0,0,11,0,0,10,11,2,0,0,0,3 +hendeda01,1981,1,SEA,AL,59,126,17,21,3,0,6,13,2,1,16,24,1,1,1,1,4 +henderi01,1981,1,OAK,AL,108,423,89,135,18,7,6,35,56,22,64,68,4,2,0,4,7 +hendest01,1981,1,CHN,NL,82,287,32,84,9,5,5,35,5,7,42,61,7,2,2,4,7 +hendrge01,1981,1,SLN,NL,101,394,67,112,19,3,18,61,4,2,41,44,7,4,0,2,10 +hernake01,1981,1,SLN,NL,103,376,65,115,27,4,8,48,12,5,61,45,6,2,0,5,9 +hernawi01,1981,1,CHN,NL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +herndla01,1981,1,SFN,NL,96,364,48,105,15,8,5,41,15,6,20,55,2,1,3,3,12 +herrto01,1981,1,SLN,NL,103,411,50,110,14,9,0,46,23,7,39,30,3,1,6,5,9 +hickeke01,1981,1,CHA,AL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hillma01,1981,1,CHA,AL,16,6,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +hislela01,1981,1,ML4,AL,27,87,11,20,4,0,4,11,0,0,6,17,0,2,0,2,1 +hobbsjo01,1981,1,MIN,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hobsobu01,1981,1,CAL,AL,85,268,27,63,7,4,4,36,1,1,35,60,0,1,2,4,4 +hodgero01,1981,1,NYN,NL,35,43,5,13,2,0,1,6,1,0,5,8,2,0,0,0,0 +hoffmgl01,1981,1,BOS,AL,78,242,28,56,10,0,1,20,0,1,12,25,0,1,6,0,7 +hollaal01,1981,1,SFN,NL,47,16,1,1,0,0,0,1,1,0,1,8,0,0,5,0,0 +honeyri01,1981,1,TEX,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hootobu01,1981,1,LAN,NL,23,42,3,8,3,0,0,3,0,0,4,13,0,0,7,0,0 +hornebo01,1981,1,ATL,NL,79,300,42,83,10,0,15,42,2,3,32,39,3,1,0,3,6 +hosleti01,1981,1,OAK,AL,18,21,2,2,0,0,1,5,0,0,2,5,0,0,0,0,0 +hosteda01,1981,1,MON,NL,5,6,1,3,0,0,1,1,0,0,0,2,0,0,0,0,0 +houghch01,1981,1,TEX,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +housepa02,1981,1,CIN,NL,23,69,12,19,4,0,2,9,3,1,10,16,0,0,0,0,2 +howarmi01,1981,1,NYN,NL,14,24,4,4,1,0,0,3,2,0,4,6,0,0,0,1,0 +howear01,1981,1,HOU,NL,103,361,43,107,22,4,3,36,1,3,41,23,7,0,1,3,8 +howelja01,1981,1,CHN,NL,10,2,2,0,0,0,0,0,0,0,1,0,0,0,2,0,0 +howelro02,1981,1,ML4,AL,76,244,37,58,13,1,6,33,0,0,23,39,4,2,2,2,6 +howest01,1981,1,LAN,NL,41,1,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +hoytla01,1981,1,CHA,AL,43,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hraboal01,1981,1,ATL,NL,24,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +hrbekke01,1981,1,MIN,AL,24,67,5,16,5,0,1,7,0,0,5,9,1,1,0,0,0 +hubbagl01,1981,1,ATL,NL,99,361,39,85,13,5,6,33,4,2,33,59,2,2,3,1,7 +humeto01,1981,1,CIN,NL,51,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +hurdlcl01,1981,1,KCA,AL,28,76,12,25,3,1,4,15,0,0,13,10,3,0,0,0,2 +hurstbr01,1981,1,BOS,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +huttoto01,1981,1,MON,NL,31,29,1,3,0,0,0,2,0,0,2,1,0,0,0,0,0 +iorgda01,1981,1,SLN,NL,75,217,23,71,11,2,2,39,2,0,7,9,0,0,0,3,7 +iorgga01,1981,1,TOR,AL,70,215,17,52,11,0,0,10,2,3,7,31,1,1,2,0,3 +irelati01,1981,1,KCA,AL,4,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0 +iviemi01,1981,1,SFN,NL,7,17,1,5,2,0,0,3,0,0,0,1,0,0,0,1,0 +iviemi01,1981,2,HOU,NL,19,42,2,10,3,0,0,6,0,1,2,11,0,0,0,1,0 +jacksda01,1981,1,MIN,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jacksgr01,1981,1,PIT,NL,35,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +jacksgr01,1981,2,MON,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jacksre01,1981,1,NYA,AL,94,334,33,79,17,1,15,54,0,3,46,82,2,1,0,1,8 +jacksro02,1981,1,MIN,AL,54,175,17,46,9,0,4,28,2,2,10,15,0,1,4,1,3 +jacksro02,1981,2,DET,AL,31,95,12,27,8,1,1,12,4,1,8,11,0,0,0,1,0 +jacksro03,1981,1,TOR,AL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jacobbr01,1981,1,ATL,NL,11,10,0,2,0,0,0,1,0,0,0,3,0,0,0,0,1 +jeffeje01,1981,1,CAL,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jenkife01,1981,1,TEX,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnsbo04,1981,1,TEX,AL,6,18,2,5,0,0,2,4,0,0,1,3,0,0,0,0,1 +johnscl01,1981,1,OAK,AL,84,273,40,71,8,0,17,59,5,3,28,60,2,3,0,6,3 +johnsgr01,1981,1,MIN,AL,7,16,2,2,0,0,0,0,0,0,2,5,0,0,0,0,0 +johnsja01,1981,1,LAN,NL,61,83,8,17,3,0,3,6,0,1,7,13,0,0,0,0,3 +johnsjo04,1981,1,TEX,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnsla02,1981,1,CHA,AL,41,134,10,37,7,0,1,15,0,2,5,14,1,0,1,2,5 +johnsto03,1981,1,MON,NL,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnswa03,1981,1,MON,NL,11,9,1,2,0,1,0,3,1,1,1,1,1,0,0,0,1 +johnto01,1981,1,NYA,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jonesbo02,1981,1,TEX,AL,10,34,4,9,1,0,3,7,0,1,1,7,0,0,0,0,0 +jonesje01,1981,1,OAK,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jonesly01,1981,1,DET,AL,71,174,19,45,5,0,2,19,1,2,18,10,1,1,2,2,6 +jonesmi02,1981,1,KCA,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jonesod01,1981,1,PIT,NL,13,10,0,2,0,0,0,0,0,0,0,3,0,0,3,0,0 +jonesra01,1981,1,NYN,NL,13,17,0,2,0,0,0,0,0,0,0,9,0,0,1,0,0 +jonesru01,1981,1,SDN,NL,105,397,53,99,34,1,4,39,7,9,43,66,2,0,4,7,7 +jorgemi01,1981,1,NYN,NL,86,122,8,25,5,2,3,15,4,0,12,24,1,0,2,3,2 +kaatji01,1981,1,SLN,NL,41,8,2,3,1,0,0,2,0,0,1,0,0,0,0,0,0 +kearnbo01,1981,1,OAK,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +keatlgr01,1981,1,KCA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +keetori01,1981,1,ML4,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kellemi02,1981,1,DET,AL,61,77,10,17,4,0,0,6,0,0,7,10,0,0,8,1,5 +kellypa01,1981,1,CLE,AL,48,75,8,16,4,0,1,16,2,4,14,9,2,0,0,1,4 +kempst01,1981,1,DET,AL,105,372,52,103,18,4,9,49,9,3,70,48,5,1,0,4,13 +kenneju01,1981,1,CIN,NL,27,44,5,11,1,0,0,5,0,0,1,5,0,0,0,2,0 +kennete02,1981,1,SDN,NL,101,382,32,115,24,1,2,41,0,2,22,53,6,2,4,2,7 +keougma02,1981,1,OAK,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kernji01,1981,1,TEX,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kingmbr01,1981,1,OAK,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kingmda01,1981,1,NYN,NL,100,353,40,78,11,3,22,59,6,0,55,105,7,1,1,2,9 +kinnede01,1981,1,DET,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kisonbr01,1981,1,CAL,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kluttmi01,1981,1,OAK,AL,15,46,9,17,0,0,5,11,0,0,2,9,1,0,0,0,0 +kneppbo01,1981,1,HOU,NL,22,47,3,7,2,0,1,3,0,0,0,15,0,1,5,0,0 +kniceal01,1981,1,HOU,NL,3,7,2,4,0,0,2,2,0,0,0,1,0,0,0,0,0 +knighra01,1981,1,CIN,NL,106,386,43,100,23,1,6,34,2,4,33,51,3,4,3,3,18 +koosmje01,1981,1,MIN,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +koosmje01,1981,2,CHA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kraveke01,1981,1,CHN,NL,25,15,1,0,0,0,0,0,0,0,2,8,0,0,4,0,0 +krencwa01,1981,1,BAL,AL,33,56,7,12,4,0,0,6,0,0,4,9,0,0,0,0,1 +krugge01,1981,1,CHN,NL,7,5,0,2,0,0,0,0,0,0,1,1,0,0,0,0,0 +krukomi01,1981,1,CHN,NL,25,50,5,9,2,0,0,3,0,0,0,13,0,0,6,0,2 +kuhaufr01,1981,1,SDN,NL,5,9,0,1,0,0,0,1,0,0,0,5,0,0,1,0,0 +kuipedu01,1981,1,CLE,AL,72,206,15,53,6,0,0,14,1,1,8,13,2,0,4,1,1 +kuntzru01,1981,1,CHA,AL,67,55,15,14,2,0,0,4,1,0,6,8,0,1,1,0,1 +laceybo01,1981,1,CLE,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +laceybo01,1981,2,TEX,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lacorfr01,1981,1,HOU,NL,37,3,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +lacosmi01,1981,1,CIN,NL,20,19,0,0,0,0,0,0,0,0,0,8,0,0,7,0,0 +lacyle01,1981,1,PIT,NL,78,213,31,57,11,4,2,10,24,3,11,29,2,1,1,0,1 +lampde01,1981,1,CHA,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +landera01,1981,1,HOU,NL,35,74,6,11,1,1,0,4,4,1,16,9,4,0,4,0,4 +landera01,1981,2,CIN,NL,12,11,2,2,0,0,0,1,1,0,1,0,0,0,0,0,2 +landrke01,1981,1,LAN,NL,99,390,48,98,16,4,7,41,18,4,25,42,3,1,3,1,6 +landrti01,1981,1,SLN,NL,81,119,13,31,5,4,0,10,4,2,6,14,0,1,5,2,2 +langfri01,1981,1,OAK,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lansfca01,1981,1,BOS,AL,102,399,61,134,23,3,4,52,15,10,34,28,3,2,1,2,6 +lapoida01,1981,1,SLN,NL,3,5,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +larocda01,1981,1,NYA,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +larsoda01,1981,1,PHI,NL,5,9,2,1,0,0,0,0,0,0,2,0,0,0,1,0,0 +laudnti01,1981,1,MIN,AL,14,43,4,7,2,0,2,5,0,0,3,17,1,1,0,0,0 +lavelga01,1981,1,SFN,NL,34,11,1,3,1,0,0,1,0,1,1,3,0,0,2,0,1 +lawva01,1981,1,PIT,NL,30,67,1,9,0,1,0,3,1,1,2,15,0,0,1,1,2 +leach01,1981,1,MON,NL,16,15,1,2,0,0,0,0,0,0,1,7,0,0,4,0,0 +leachri01,1981,1,DET,AL,54,83,9,16,3,1,1,11,0,1,16,15,1,0,1,1,5 +leachte01,1981,1,NYN,NL,21,1,1,0,0,0,0,0,0,0,2,0,0,0,0,0,0 +leallu01,1981,1,TOR,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +learyti01,1981,1,NYN,NL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leebi03,1981,1,MON,NL,31,22,1,8,0,0,1,2,0,0,0,4,0,0,0,0,0 +leema01,1981,1,PIT,NL,12,2,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +lefebjo01,1981,1,SDN,NL,86,246,31,63,13,4,8,31,6,4,35,33,7,2,2,1,12 +lefloro01,1981,1,CHA,AL,82,337,46,83,10,4,0,24,36,11,28,70,0,1,1,2,9 +leibrch01,1981,1,CIN,NL,7,8,0,0,0,0,0,0,0,0,2,4,0,0,0,0,0 +lemasjo01,1981,1,SFN,NL,104,324,27,82,9,1,0,28,3,7,24,46,7,1,4,1,9 +lemonch01,1981,1,CHA,AL,94,328,50,99,23,6,9,50,5,8,33,48,0,13,5,4,10 +leonade01,1981,1,KCA,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leonaje01,1981,1,HOU,NL,7,18,1,3,1,1,0,3,1,0,0,4,0,0,0,1,0 +leonaje01,1981,2,SFN,NL,37,127,20,39,11,3,4,26,4,2,12,21,3,1,1,0,5 +lerchra01,1981,1,ML4,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lewalde01,1981,1,CLE,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lezcaca01,1981,1,CHN,NL,7,14,1,1,0,0,0,2,0,0,0,4,0,0,0,0,0 +lezcasi01,1981,1,SLN,NL,72,214,26,57,8,2,5,28,0,1,40,40,2,0,0,4,8 +lickejo01,1981,1,BOS,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +linarru01,1981,1,ATL,NL,78,253,27,67,9,2,5,25,8,4,9,28,2,0,2,1,12 +lisiri01,1981,1,TEX,AL,9,16,6,5,0,0,0,1,0,1,4,0,0,0,0,0,0 +littema01,1981,1,SLN,NL,28,8,0,2,0,0,0,2,0,0,0,2,0,0,0,0,0 +littljo01,1981,1,SDN,NL,42,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +littlla01,1981,1,CLE,AL,26,23,2,0,0,0,0,1,0,0,3,6,0,0,0,1,2 +lollati01,1981,1,SDN,NL,24,18,2,3,0,0,1,1,0,0,2,5,0,0,0,0,0 +longbo01,1981,1,PIT,NL,5,4,1,0,0,0,0,0,0,0,1,2,0,0,1,0,0 +lopesda01,1981,1,LAN,NL,58,214,35,44,2,0,5,17,20,2,22,35,1,3,4,0,7 +lopezau01,1981,1,DET,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +loucksc01,1981,1,HOU,NL,10,7,2,4,0,0,0,0,1,0,1,3,0,0,0,0,0 +lovigja01,1981,1,CHA,AL,14,15,5,4,0,0,0,2,2,2,1,1,0,0,0,0,2 +lowenjo01,1981,1,BAL,AL,83,189,19,47,7,0,6,20,7,6,22,32,1,1,0,1,8 +lubrast01,1981,1,CAL,AL,7,21,2,3,1,0,0,1,1,0,0,2,0,0,0,0,1 +lucasga01,1981,1,SDN,NL,57,10,1,1,0,0,0,1,0,0,0,2,0,0,2,0,0 +luebbst01,1981,1,BAL,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lummi01,1981,1,ATL,NL,10,11,1,1,0,0,0,0,0,0,2,2,1,0,0,0,0 +lummi01,1981,2,CHN,NL,41,58,5,14,1,0,2,7,0,0,5,5,2,1,0,1,1 +luzingr01,1981,1,CHA,AL,104,378,55,100,15,1,21,62,0,0,58,80,1,3,0,2,10 +lylesp01,1981,1,PHI,NL,48,5,2,2,0,0,0,0,1,0,1,1,0,0,1,0,0 +lynched01,1981,1,NYN,NL,17,21,0,3,1,0,0,1,0,0,4,10,0,0,2,1,0 +lynnfr01,1981,1,CAL,AL,76,256,28,56,8,1,5,31,1,2,38,42,4,3,1,4,7 +machake01,1981,1,TOR,AL,37,85,4,17,2,0,0,6,1,1,8,15,0,0,0,1,2 +mackape01,1981,1,MIN,AL,77,225,21,52,7,1,4,18,1,2,7,40,2,1,3,1,4 +maddoga01,1981,1,PHI,NL,94,323,37,85,7,1,5,40,9,4,17,42,1,1,1,8,6 +madlobi01,1981,1,PIT,NL,82,279,35,95,23,1,6,45,18,6,34,17,7,3,0,4,5 +mahlemi01,1981,1,CAL,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mahleri01,1981,1,ATL,NL,34,27,0,4,1,0,0,2,0,1,0,4,0,0,2,0,0 +maldoca01,1981,1,LAN,NL,11,12,0,1,0,0,0,0,0,0,0,5,0,0,0,0,0 +malerji01,1981,1,SEA,AL,12,23,1,8,1,0,0,2,1,0,2,1,0,1,0,0,0 +manniri01,1981,1,CLE,AL,103,360,47,88,15,3,4,33,25,3,40,57,2,0,2,2,4 +manrifr01,1981,1,TOR,AL,14,28,1,4,0,0,0,1,0,1,0,12,0,1,0,0,0 +manueje01,1981,1,MON,NL,27,55,10,11,5,0,3,10,0,0,6,11,1,0,0,2,1 +marshmi01,1981,1,NYN,NL,20,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +marshmi02,1981,1,LAN,NL,14,25,2,5,3,0,0,1,0,0,1,4,0,1,0,0,1 +martial02,1981,1,CAL,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +martibu01,1981,1,TOR,AL,45,128,13,29,8,1,4,21,1,0,11,16,0,1,3,3,6 +martide01,1981,1,BAL,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +martije01,1981,1,SFN,NL,72,241,23,58,5,3,4,25,6,2,21,52,2,3,1,1,9 +martijo05,1981,1,SLN,NL,18,33,2,7,2,1,0,8,0,0,2,14,0,0,7,0,0 +martire01,1981,1,KCA,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +martisi01,1981,1,SLN,NL,18,35,1,7,2,0,0,2,0,0,1,12,0,0,1,0,0 +martiti01,1981,1,BAL,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +martzra01,1981,1,CHN,NL,34,28,0,6,0,0,0,2,0,0,3,13,0,0,2,0,1 +matlajo01,1981,1,TEX,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +matthga01,1981,1,PHI,NL,101,359,62,108,21,3,9,67,15,2,59,42,2,3,1,6,8 +matulri01,1981,1,ATL,NL,5,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +matusle01,1981,1,PHI,NL,13,11,1,3,1,0,0,1,0,1,3,1,1,0,0,0,0 +maybejo01,1981,1,TOR,AL,94,290,34,72,6,1,17,43,1,1,44,45,4,8,0,2,7 +mayle01,1981,1,KCA,AL,26,55,3,16,3,0,0,8,0,1,3,14,0,0,0,0,2 +maymi01,1981,1,SFN,NL,97,316,20,98,17,0,2,33,1,4,34,29,10,0,3,1,7 +mayru01,1981,1,NYA,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mazzile01,1981,1,NYN,NL,95,324,36,74,14,5,6,34,17,7,46,53,3,2,0,4,5 +mcbriba01,1981,1,PHI,NL,58,221,26,60,17,1,2,21,5,0,11,25,1,0,1,2,6 +mccatst01,1981,1,OAK,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcclubo01,1981,1,ML4,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mccordo01,1981,1,PHI,NL,3,4,0,1,0,0,0,0,0,0,0,1,0,0,0,0,1 +mcgafan01,1981,1,NYA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcgloly01,1981,1,CHN,NL,20,12,1,1,1,0,0,0,0,0,0,3,0,0,0,0,0 +mcgloly01,1981,2,CHA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcgratu01,1981,1,PHI,NL,34,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +mcgresc01,1981,1,BAL,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mchenva01,1981,1,SEA,AL,15,18,3,4,0,0,0,2,0,0,1,1,0,0,2,0,1 +mckayda01,1981,1,OAK,AL,79,224,25,59,11,1,4,21,4,1,16,43,0,2,3,4,4 +mclaubo01,1981,1,OAK,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mclaujo01,1981,1,TOR,AL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcraeha01,1981,1,KCA,AL,101,389,38,106,23,2,7,36,3,4,34,33,3,2,3,5,11 +mcwilla01,1981,1,ATL,NL,6,10,0,1,0,0,0,0,0,0,1,7,0,0,1,0,0 +medicdo01,1981,1,TEX,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mejiasa01,1981,1,CIN,NL,66,49,6,14,2,0,0,7,1,0,2,9,1,0,3,2,1 +mendoma01,1981,1,TEX,AL,88,229,18,53,6,1,0,22,2,1,7,25,0,1,14,3,9 +mercema01,1981,1,TEX,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +meyerda01,1981,1,SEA,AL,83,252,26,66,10,1,3,22,4,3,10,16,1,1,1,2,6 +milbola01,1981,1,NYA,AL,61,163,24,51,7,2,1,12,2,0,9,14,2,1,3,1,3 +milledy01,1981,1,NYN,NL,23,3,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +milleed04,1981,1,ATL,NL,50,134,29,31,3,1,0,7,23,5,7,29,1,3,2,0,1 +milleri01,1981,1,BOS,AL,97,316,38,92,17,2,2,33,3,5,28,36,1,1,4,2,7 +millsbr01,1981,1,MON,NL,17,21,3,5,1,0,0,1,0,0,2,1,1,0,0,0,1 +milneed01,1981,1,CIN,NL,8,5,0,1,1,0,0,1,0,0,1,1,0,0,0,0,0 +milnejo01,1981,1,PIT,NL,34,59,6,14,1,0,2,9,0,0,5,3,0,0,1,1,2 +milnejo01,1981,2,MON,NL,31,76,6,18,5,0,3,9,0,1,12,6,2,0,0,0,1 +minetcr01,1981,1,OAK,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mintogr01,1981,1,SFN,NL,55,12,1,0,0,0,0,0,0,0,0,2,0,0,1,0,1 +mirabpa01,1981,1,TOR,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mitchbo03,1981,1,LAN,NL,10,8,0,1,0,0,0,0,0,0,1,4,0,0,0,0,0 +moffira01,1981,1,SFN,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +molinbo01,1981,1,CHA,AL,47,42,7,11,1,1,1,9,1,0,8,1,1,1,0,2,1 +molitpa01,1981,1,ML4,AL,64,251,45,67,11,0,2,19,10,6,25,29,1,3,5,0,3 +mondari01,1981,1,LAN,NL,66,130,24,41,1,2,11,25,1,2,24,42,3,1,0,1,0 +moneydo01,1981,1,ML4,AL,60,185,17,40,7,0,2,14,0,0,19,27,0,1,3,3,1 +mongesi01,1981,1,CLE,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +montawi01,1981,1,MON,NL,26,62,6,11,0,1,0,5,0,0,4,9,0,0,0,0,5 +montawi01,1981,2,PIT,NL,29,38,2,10,0,0,1,1,0,0,1,2,0,0,0,0,1 +montejo01,1981,1,ATL,NL,26,15,1,1,1,0,0,0,0,0,0,9,0,0,0,0,0 +moorech02,1981,1,ML4,AL,48,156,16,47,8,3,1,9,1,4,12,13,0,0,3,0,4 +mooredo01,1981,1,ML4,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mooreke01,1981,1,OAK,AL,14,47,5,12,0,1,1,3,1,0,5,15,0,0,0,0,1 +moralje01,1981,1,CHN,NL,84,245,27,70,6,2,1,25,1,1,22,29,0,1,1,3,6 +moraljo01,1981,1,BAL,AL,38,86,6,21,3,0,2,14,0,0,3,13,0,0,0,0,6 +morelke01,1981,1,PHI,NL,61,196,16,50,7,0,6,37,1,2,15,13,1,1,0,3,10 +morenan01,1981,1,CAL,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +morenjo01,1981,1,SDN,NL,34,48,5,11,2,0,0,6,4,1,1,8,1,0,1,0,2 +morenom01,1981,1,PIT,NL,103,434,62,120,18,8,1,35,39,14,26,76,4,3,1,4,1 +morgajo02,1981,1,SFN,NL,90,308,47,74,16,1,8,31,14,5,66,37,7,0,1,3,3 +morrija02,1981,1,DET,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +morriji01,1981,1,CHA,AL,90,290,27,68,8,1,10,34,3,2,10,29,0,2,9,4,9 +mosebll01,1981,1,TOR,AL,100,378,36,88,16,2,9,43,11,8,24,86,3,1,5,4,4 +moskapa01,1981,1,CIN,NL,27,6,0,0,0,0,0,0,0,0,1,3,0,0,2,0,0 +motleda01,1981,1,KCA,AL,42,125,15,29,4,0,2,8,1,3,7,15,0,1,1,1,2 +muellwi01,1981,1,ML4,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mullira01,1981,1,KCA,AL,24,44,6,10,3,0,0,5,0,1,2,7,0,0,0,0,2 +mumphje01,1981,1,NYA,AL,80,319,44,98,11,5,6,32,14,9,24,27,1,0,5,2,7 +murast01,1981,1,SDN,NL,24,44,2,6,1,0,0,4,0,0,2,7,0,0,2,0,1 +murcebo01,1981,1,NYA,AL,50,117,14,31,6,0,6,24,0,0,12,15,1,0,0,1,3 +murphda05,1981,1,ATL,NL,104,369,43,91,12,1,13,50,14,5,44,72,8,0,1,2,10 +murphdw01,1981,1,OAK,AL,107,390,58,98,10,3,15,60,10,4,73,91,6,2,8,4,6 +murrada01,1981,1,TOR,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +murraed02,1981,1,BAL,AL,99,378,57,111,21,2,22,78,2,3,40,43,10,1,0,3,10 +nahorbi01,1981,1,ATL,NL,14,13,0,3,1,0,0,2,0,0,1,3,1,0,0,0,0 +narroje01,1981,1,SEA,AL,76,203,13,45,5,0,3,17,0,0,16,35,3,2,3,0,3 +nelsoge01,1981,1,NYA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nettlgr01,1981,1,NYA,AL,103,349,46,85,7,1,15,46,0,2,47,49,4,1,2,3,5 +nettlji01,1981,1,OAK,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +newmaje01,1981,1,OAK,AL,68,216,17,50,12,0,3,15,0,2,9,28,1,0,2,2,7 +nichore01,1981,1,BOS,AL,39,48,13,9,0,1,0,3,0,1,2,6,0,0,4,1,0 +nicosst01,1981,1,PIT,NL,54,169,21,39,10,1,2,18,3,1,13,10,2,0,2,0,7 +niedeto01,1981,1,LAN,NL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +niekrjo01,1981,1,HOU,NL,24,51,1,9,1,0,0,6,0,0,2,10,0,0,11,0,0 +niekrph01,1981,1,ATL,NL,22,52,1,4,0,0,0,1,0,0,0,11,0,0,3,0,0 +nolanjo01,1981,1,CIN,NL,81,236,25,73,18,1,1,26,1,2,24,19,6,1,0,3,7 +nolesdi01,1981,1,PHI,NL,13,19,1,2,0,0,0,1,0,0,0,7,0,0,2,0,1 +nordhwa01,1981,1,CHA,AL,65,208,19,64,8,1,6,33,0,1,10,25,0,1,0,3,8 +normane01,1981,1,TEX,AL,7,13,1,3,1,0,0,2,0,0,1,2,0,0,0,1,0 +norrimi01,1981,1,OAK,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +northbi01,1981,1,SFN,NL,46,131,22,29,7,0,1,12,26,8,26,28,0,1,3,0,1 +oatesjo01,1981,1,NYA,AL,10,26,4,5,1,0,0,0,0,0,2,0,0,0,0,0,0 +oberkke01,1981,1,SLN,NL,102,376,43,110,12,6,2,45,13,5,37,28,6,0,3,4,11 +oberrmi01,1981,1,CIN,NL,55,111,6,20,3,1,1,5,0,0,14,19,0,0,3,0,3 +oconnja02,1981,1,MIN,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +oestero01,1981,1,CIN,NL,105,354,45,96,16,7,5,42,2,5,42,49,8,0,5,7,8 +officro01,1981,1,MON,NL,26,40,4,7,0,0,0,0,0,0,4,6,0,0,0,0,2 +oglivbe01,1981,1,ML4,AL,107,400,53,97,15,2,14,72,2,2,37,49,10,6,1,8,9 +ojedabo01,1981,1,BOS,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +oliveal01,1981,1,TEX,AL,102,421,53,130,29,1,4,55,3,0,24,28,10,2,0,1,17 +oroscje01,1981,1,NYN,NL,8,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +ortajo01,1981,1,CLE,AL,88,338,50,92,14,3,5,34,4,3,21,43,3,1,5,5,11 +otisam01,1981,1,KCA,AL,99,372,49,100,22,3,9,57,16,7,31,59,1,2,3,9,7 +otted01,1981,1,CAL,AL,75,258,20,56,8,1,2,22,2,1,17,42,1,1,4,2,7 +ottenji01,1981,1,SLN,NL,24,2,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +owchibo01,1981,1,OAK,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +owenla01,1981,1,ATL,NL,13,16,0,0,0,0,0,0,0,0,1,4,0,0,0,0,0 +pacioto01,1981,1,SEA,AL,104,405,50,132,28,2,14,66,13,10,35,50,3,4,1,7,10 +pagelka01,1981,1,CLE,AL,14,15,3,4,0,2,1,4,0,0,4,1,1,0,0,0,0 +pagemi02,1981,1,OAK,AL,34,92,9,13,1,0,4,13,2,1,7,29,0,0,1,1,1 +palmeji01,1981,1,BAL,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +papist01,1981,1,DET,AL,40,93,8,19,2,1,3,12,1,0,3,18,0,0,1,2,2 +parkeda01,1981,1,PIT,NL,67,240,29,62,14,3,9,48,6,2,9,25,3,2,0,3,5 +parrila01,1981,1,MON,NL,97,349,41,85,19,3,8,44,0,0,28,73,2,0,5,3,10 +parrila02,1981,1,DET,AL,96,348,39,85,18,2,10,46,2,3,34,52,6,0,1,1,16 +parromi01,1981,1,SEA,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +parsoca01,1981,1,SEA,AL,36,22,6,5,1,0,1,5,0,0,1,4,0,2,2,1,0 +paschbi01,1981,1,KCA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pastofr01,1981,1,CIN,NL,22,44,1,5,1,0,0,1,0,0,1,13,0,0,6,0,0 +patebo01,1981,1,MON,NL,8,6,0,2,0,0,0,0,0,0,1,0,0,0,0,0,0 +patekfr01,1981,1,CAL,AL,27,47,3,11,1,1,0,5,1,0,1,6,0,0,0,0,1 +pattemi01,1981,1,OAK,AL,12,23,4,8,1,1,0,1,0,1,2,5,1,0,0,0,0 +pattemi01,1981,2,NYA,AL,4,9,2,2,0,2,0,0,0,0,0,0,0,0,0,0,0 +pattere01,1981,1,CHA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +penaal01,1981,1,LAN,NL,14,6,0,0,0,0,0,0,0,0,0,6,0,0,0,0,0 +penabe01,1981,1,HOU,NL,4,2,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0 +penato01,1981,1,PIT,NL,66,210,16,63,9,1,2,17,1,2,8,23,2,1,2,2,4 +percoja01,1981,1,LAN,NL,8,9,2,2,0,1,0,1,1,1,2,2,0,0,0,0,0 +perezpa01,1981,1,PIT,NL,18,22,3,3,0,1,0,0,0,0,0,10,0,0,2,0,0 +perezto01,1981,1,BOS,AL,84,306,35,77,11,3,9,39,0,0,27,66,0,0,0,3,9 +perkibr01,1981,1,SDN,NL,92,254,27,71,18,3,2,40,0,4,14,16,4,0,4,3,6 +perryga01,1981,1,ATL,NL,24,48,5,12,2,0,1,7,0,0,0,10,0,1,5,0,3 +peterri01,1981,1,DET,AL,63,207,26,53,7,3,0,15,1,6,29,28,2,2,5,1,8 +petryda01,1981,1,DET,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pettijo01,1981,1,SFN,NL,35,29,3,2,1,0,0,2,1,0,4,5,0,0,1,0,0 +phelpke01,1981,1,KCA,AL,21,22,1,3,0,1,0,1,0,0,1,13,0,0,0,0,0 +phillmi01,1981,1,SDN,NL,14,29,1,6,0,1,0,0,1,0,0,3,0,0,0,0,3 +phillmi01,1981,2,MON,NL,34,55,5,12,2,0,0,4,0,1,5,15,0,0,1,1,2 +picciro01,1981,1,OAK,AL,82,179,23,48,5,3,4,13,0,1,5,22,0,1,9,1,6 +pinielo01,1981,1,NYA,AL,60,159,16,44,9,0,5,18,0,1,13,9,4,0,2,0,7 +pittmjo01,1981,1,HOU,NL,52,135,11,38,4,2,0,7,4,4,11,16,3,0,2,1,3 +pladsgo01,1981,1,HOU,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pocorbi01,1981,1,ATL,NL,57,122,4,22,4,0,0,8,0,0,12,15,1,2,4,0,5 +poqueto01,1981,1,BOS,AL,3,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +poqueto01,1981,2,TEX,AL,30,64,2,10,1,0,0,7,0,1,5,1,0,1,0,1,3 +portebo02,1981,1,ATL,NL,17,14,2,4,1,0,0,4,0,0,2,1,0,0,0,0,0 +portech01,1981,1,ML4,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +porteda02,1981,1,SLN,NL,61,174,22,39,10,2,6,31,1,2,39,32,7,1,0,3,3 +powelho01,1981,1,MIN,AL,80,264,30,63,11,3,2,25,7,4,17,31,0,1,1,1,6 +powerte01,1981,1,LAN,NL,5,3,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +pricejo02,1981,1,CIN,NL,41,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +prolymi01,1981,1,PHI,NL,35,7,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1 +pruitro01,1981,1,CLE,AL,5,9,0,0,0,0,0,0,0,0,1,2,0,0,0,0,1 +pryorgr01,1981,1,CHA,AL,47,76,4,17,1,0,0,6,0,0,6,8,0,2,4,0,2 +puhlte01,1981,1,HOU,NL,96,350,43,88,19,4,3,28,22,4,31,49,5,4,4,5,3 +pujollu01,1981,1,HOU,NL,40,117,5,28,3,1,1,14,1,0,10,17,3,0,0,1,4 +puleoch01,1981,1,NYN,NL,4,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +putnapa01,1981,1,TEX,AL,95,297,33,79,17,2,8,35,4,2,17,38,3,0,1,2,4 +quirkja01,1981,1,KCA,AL,46,100,8,25,7,0,0,10,0,2,6,17,1,1,0,0,5 +quiseda01,1981,1,KCA,AL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rainech01,1981,1,BOS,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +raineti01,1981,1,MON,NL,88,313,61,95,13,7,5,37,71,11,45,31,5,2,0,3,7 +ramirma01,1981,1,SDN,NL,13,13,1,1,0,0,0,1,0,0,2,5,1,0,0,0,0 +ramirra01,1981,1,ATL,NL,95,307,30,67,16,2,2,20,7,3,24,47,3,1,9,1,3 +ramosbo01,1981,1,MON,NL,26,41,4,8,1,0,1,3,0,0,3,5,0,0,0,0,2 +ramsemi01,1981,1,SLN,NL,47,124,19,32,3,0,0,9,4,0,8,16,1,0,1,0,6 +randlle01,1981,1,SEA,AL,82,273,22,63,9,1,4,25,11,6,17,22,4,1,6,3,2 +randowi01,1981,1,NYA,AL,93,357,59,83,14,3,2,24,14,5,57,24,0,0,5,3,10 +ransoje01,1981,1,SFN,NL,5,15,2,4,1,0,0,0,0,0,1,1,1,0,0,0,1 +ratzest01,1981,1,MON,NL,12,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +raudo01,1981,1,CAL,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rawlesh01,1981,1,SEA,AL,46,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rayjo01,1981,1,PIT,NL,31,102,10,25,11,0,0,6,0,0,6,9,2,0,0,1,3 +reardje01,1981,1,NYN,NL,18,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reardje01,1981,2,MON,NL,25,4,0,0,0,0,0,0,0,0,0,2,0,0,2,0,0 +redfepe01,1981,1,MIN,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reedje01,1981,1,PHI,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reedro01,1981,1,PHI,NL,39,6,1,3,1,0,0,1,0,0,0,1,0,0,0,0,0 +reitzke01,1981,1,CHN,NL,82,260,10,56,9,1,2,28,0,0,15,56,3,3,2,6,9 +remyje01,1981,1,BOS,AL,88,358,55,110,9,1,0,31,9,2,36,30,2,0,13,3,6 +renkost01,1981,1,CAL,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reuscri01,1981,1,CHN,NL,16,25,1,2,0,0,0,1,0,0,1,7,0,0,4,0,1 +reuscri01,1981,2,NYA,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reussje01,1981,1,LAN,NL,22,51,3,10,0,0,0,3,0,0,0,18,0,0,7,0,0 +reverda01,1981,1,OAK,AL,31,87,12,20,1,1,2,10,0,1,11,12,2,1,0,1,2 +reverda01,1981,2,NYA,AL,45,119,8,28,4,1,2,7,0,1,11,20,5,0,0,0,2 +reynocr01,1981,1,HOU,NL,87,323,43,84,10,12,4,31,3,3,12,31,2,0,18,1,6 +rhoderi01,1981,1,PIT,NL,21,48,4,9,2,0,0,0,0,0,1,7,0,0,3,0,1 +riceji01,1981,1,BOS,AL,108,451,51,128,18,1,17,62,2,2,34,76,3,3,0,7,14 +richage01,1981,1,SDN,NL,104,393,47,113,14,12,3,42,20,8,53,44,3,1,5,1,6 +righeda01,1981,1,NYA,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rincoan01,1981,1,SLN,NL,5,13,1,3,1,0,0,5,0,0,1,6,0,0,2,0,0 +ripkeca01,1981,1,BAL,AL,23,39,1,5,0,0,0,0,0,0,1,8,0,0,0,0,4 +ripleal01,1981,1,SFN,NL,19,30,0,4,0,0,0,2,0,0,0,5,0,0,2,0,1 +rivermi01,1981,1,TEX,AL,99,399,62,114,21,2,3,26,9,5,24,31,2,1,3,1,3 +roberan01,1981,1,NYA,AL,10,19,1,5,1,0,0,0,1,1,0,3,0,0,0,0,0 +roberda05,1981,1,NYN,NL,7,4,1,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +roberda06,1981,1,HOU,NL,27,54,4,13,3,0,1,5,1,0,3,6,0,0,0,2,1 +roberle01,1981,1,TEX,AL,72,233,26,65,17,2,4,31,3,4,25,38,2,1,2,5,8 +robinbi02,1981,1,PIT,NL,39,88,8,19,3,0,2,8,1,0,5,18,1,0,1,0,2 +robinde01,1981,1,CHA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +robindo01,1981,1,PIT,NL,17,12,1,3,0,0,0,1,0,0,1,4,0,0,0,0,0 +rodriau01,1981,1,NYA,AL,27,52,4,18,2,0,2,8,0,0,2,10,0,0,1,0,1 +roeniga01,1981,1,BAL,AL,85,219,31,59,16,0,3,20,1,2,23,29,1,2,5,3,12 +roeniro01,1981,1,LAN,NL,22,47,6,11,0,0,0,0,1,1,6,8,0,0,1,0,0 +rogerst01,1981,1,MON,NL,23,55,5,8,1,0,0,3,0,0,2,21,0,0,4,0,0 +romered01,1981,1,ML4,AL,44,91,6,18,3,0,1,10,0,2,4,9,0,0,1,2,4 +romoen01,1981,1,PIT,NL,33,4,0,0,0,0,0,0,0,0,0,4,0,0,2,0,0 +roofge01,1981,1,SLN,NL,23,60,11,18,6,0,0,3,5,1,12,16,2,0,0,1,1 +roonepa01,1981,1,MON,NL,4,5,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +roselda01,1981,1,CLE,AL,43,84,11,20,4,0,1,7,0,1,7,12,0,0,5,0,2 +rosepe01,1981,1,PHI,NL,107,431,73,140,18,5,0,33,4,4,46,26,5,3,1,3,8 +rothsla01,1981,1,DET,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rowlami01,1981,1,SFN,NL,9,1,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0 +roystje01,1981,1,ATL,NL,64,93,13,19,4,1,0,9,7,5,7,14,0,0,4,1,2 +roystwi01,1981,1,BAL,AL,4,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +rozemda01,1981,1,DET,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ruckeda01,1981,1,DET,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rudijo01,1981,1,BOS,AL,49,122,14,22,3,0,6,24,0,0,8,29,1,2,1,2,2 +ruhleve01,1981,1,HOU,NL,20,24,1,6,1,0,0,3,0,0,6,11,0,0,4,0,0 +rungepa01,1981,1,ATL,NL,10,27,2,7,1,0,0,2,0,0,4,4,0,0,0,0,1 +russebi01,1981,1,LAN,NL,82,262,20,61,9,2,0,22,2,1,19,20,3,1,5,3,13 +ruthvdi01,1981,1,PHI,NL,23,50,2,7,3,0,0,5,0,0,2,14,0,0,5,0,0 +ryanno01,1981,1,HOU,NL,21,51,3,11,1,0,0,1,0,0,5,18,0,0,4,0,1 +sadekmi01,1981,1,SFN,NL,19,36,5,6,3,0,0,3,0,0,8,7,0,0,2,0,0 +sakatle01,1981,1,BAL,AL,61,150,19,34,4,0,5,15,4,0,11,18,0,1,1,1,5 +salazlu01,1981,1,SDN,NL,109,400,37,121,19,6,3,38,11,8,16,72,2,1,5,2,7 +sambijo01,1981,1,HOU,NL,49,5,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +samplbi01,1981,1,TEX,AL,66,230,36,65,16,0,3,25,4,1,17,21,1,7,3,3,3 +sanchlu01,1981,1,CAL,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sanchor01,1981,1,SLN,NL,27,49,5,14,2,1,0,6,1,0,2,6,1,0,0,1,2 +sandbry01,1981,1,PHI,NL,13,6,2,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +sandesc01,1981,1,MON,NL,22,35,2,4,2,0,0,6,0,0,9,18,0,0,5,0,0 +saucike01,1981,1,DET,AL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +saxst01,1981,1,LAN,NL,31,119,15,33,2,0,2,9,5,7,7,14,1,0,1,0,0 +schatda01,1981,1,DET,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schatje01,1981,1,KCA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schmida01,1981,1,TEX,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schmida02,1981,1,BOS,AL,15,42,6,10,1,0,2,3,0,0,7,17,0,0,0,0,1 +schmimi01,1981,1,PHI,NL,102,354,78,112,19,2,31,91,12,4,73,71,18,4,0,3,9 +schneje01,1981,1,BAL,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sciosmi01,1981,1,LAN,NL,93,290,27,80,10,0,2,29,0,2,36,18,8,1,4,4,8 +sconida01,1981,1,CAL,AL,15,52,6,14,1,1,1,7,0,0,1,10,0,0,0,0,0 +scottmi03,1981,1,NYN,NL,23,41,4,3,0,0,0,1,0,0,3,18,0,0,1,1,2 +scottro01,1981,1,MON,NL,95,336,43,69,9,3,0,26,30,7,50,35,0,1,13,2,7 +scottto01,1981,1,SLN,NL,45,176,21,40,5,2,2,17,10,7,5,22,0,1,2,0,3 +scottto01,1981,2,HOU,NL,55,225,28,66,13,2,2,22,8,3,15,32,1,0,3,0,1 +scurrro01,1981,1,PIT,NL,27,19,1,3,0,0,0,0,0,0,2,10,0,0,0,0,0 +searara01,1981,1,NYN,NL,26,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +seaveto01,1981,1,CIN,NL,23,55,3,11,1,0,1,6,0,0,8,16,0,0,4,1,2 +sernapa01,1981,1,SEA,AL,30,94,11,24,2,0,4,9,2,3,3,11,0,2,1,0,0 +sextoji01,1981,1,OAK,AL,7,3,3,0,0,0,0,0,2,0,0,2,0,0,0,0,0 +shelbjo01,1981,1,BAL,AL,7,2,2,0,0,0,0,0,2,0,0,1,0,0,0,0,0 +sheripa01,1981,1,KCA,AL,3,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +shirlbo01,1981,1,SLN,NL,28,22,0,3,0,0,0,1,0,0,0,7,0,0,1,0,0 +shower01,1981,1,SDN,NL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +simmote01,1981,1,ML4,AL,100,380,45,82,13,3,14,61,0,1,23,32,2,3,1,6,10 +simpsjo01,1981,1,SEA,AL,91,288,32,64,11,3,2,30,12,3,15,41,0,1,6,2,3 +sinatma01,1981,1,ATL,NL,12,32,4,9,1,1,0,4,1,0,5,4,1,0,0,0,0 +singlke01,1981,1,BAL,AL,103,363,48,101,16,1,13,49,0,0,61,59,6,0,2,2,21 +slatoji01,1981,1,ML4,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smallro02,1981,1,MIN,AL,56,167,24,44,7,1,7,22,0,0,31,24,5,0,0,2,8 +smithbi05,1981,1,SFN,NL,36,61,6,11,0,0,1,5,0,0,9,16,0,0,0,1,1 +smithbi06,1981,1,HOU,NL,10,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +smithbr01,1981,1,MON,NL,7,1,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0 +smithch05,1981,1,MON,NL,7,7,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +smithda02,1981,1,HOU,NL,42,8,0,2,0,0,0,0,0,0,0,4,0,0,0,0,0 +smithke02,1981,1,ATL,NL,5,3,0,1,1,0,0,0,0,0,0,1,0,0,0,0,0 +smithle02,1981,1,CHN,NL,40,9,0,0,0,0,0,0,0,0,0,7,0,0,1,0,0 +smithlo01,1981,1,PHI,NL,62,176,40,57,14,3,2,11,21,10,18,14,1,5,3,0,1 +smithoz01,1981,1,SDN,NL,110,450,53,100,11,2,0,21,22,12,41,37,1,5,10,1,8 +smithra01,1981,1,MIN,AL,15,40,4,8,1,0,1,1,0,0,0,3,0,0,0,0,0 +smithre06,1981,1,LAN,NL,41,35,5,7,1,0,1,8,0,0,7,8,3,0,0,2,4 +sofieri01,1981,1,MIN,AL,41,102,9,18,2,0,0,5,3,2,8,22,0,0,1,1,5 +solomed01,1981,1,PIT,NL,25,43,3,7,0,0,0,3,0,0,0,15,0,0,5,0,0 +sorenla01,1981,1,SLN,NL,23,46,1,3,1,0,0,0,0,0,0,21,0,1,5,0,0 +sosael01,1981,1,MON,NL,32,2,0,2,0,0,0,1,0,0,0,0,0,0,0,0,0 +sotoma01,1981,1,CIN,NL,25,59,4,4,0,0,0,0,0,0,1,24,0,0,6,0,0 +speiech01,1981,1,MON,NL,96,307,33,69,10,2,2,25,1,2,38,29,10,0,6,0,9 +spencji01,1981,1,NYA,AL,25,63,6,9,2,0,2,4,0,0,9,7,2,0,0,0,3 +spencji01,1981,2,OAK,AL,54,171,14,35,6,0,2,9,1,0,10,20,1,0,0,2,5 +spillda01,1981,1,CLE,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +spilmha01,1981,1,CIN,NL,23,24,4,4,1,0,0,3,0,0,3,7,0,0,1,0,1 +spilmha01,1981,2,HOU,NL,28,34,5,10,0,0,0,1,0,1,2,3,0,0,0,0,0 +splitpa01,1981,1,KCA,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sprowbo01,1981,1,HOU,NL,15,6,0,1,0,0,0,1,0,0,0,2,0,0,0,0,0 +squirmi01,1981,1,CHA,AL,92,294,35,78,9,0,0,25,7,2,22,17,0,0,13,5,5 +stanlbo01,1981,1,BOS,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stanlfr01,1981,1,OAK,AL,66,145,15,28,4,0,0,7,2,0,15,23,0,0,8,0,0 +stantmi01,1981,1,CLE,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +staplda01,1981,1,BOS,AL,93,355,45,101,17,1,10,42,0,4,21,22,1,1,3,2,11 +stargwi01,1981,1,PIT,NL,38,60,2,17,4,0,0,9,0,0,5,9,1,0,0,1,0 +staubru01,1981,1,NYN,NL,70,161,9,51,9,0,5,21,1,0,22,12,3,1,0,2,6 +stearjo01,1981,1,NYN,NL,80,273,25,74,12,1,1,24,12,2,24,17,2,0,7,1,10 +steinbi02,1981,1,TEX,AL,53,115,21,38,6,0,2,22,1,2,7,15,3,0,1,3,5 +steinra02,1981,1,SEA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stennre01,1981,1,SFN,NL,38,87,8,20,0,0,1,7,2,1,3,6,0,1,1,0,3 +stewada01,1981,1,LAN,NL,32,5,2,2,0,1,0,1,0,0,1,0,0,0,0,0,0 +stewasa01,1981,1,BAL,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stiebda01,1981,1,TOR,AL,29,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stimacr01,1981,1,SDN,NL,9,9,0,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +stoddbo01,1981,1,SEA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stoddti01,1981,1,BAL,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stonest01,1981,1,BAL,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +straijo01,1981,1,CHN,NL,25,74,7,14,1,0,0,1,0,0,5,7,0,1,0,0,1 +sulargu01,1981,1,SFN,NL,10,20,0,4,0,0,0,2,0,1,2,4,0,1,0,1,0 +summech01,1981,1,DET,AL,64,165,16,42,8,0,3,21,1,1,19,35,3,3,0,2,0 +sundbji01,1981,1,TEX,AL,102,339,42,94,17,2,3,28,2,5,50,48,6,1,3,3,5 +sutclri01,1981,1,LAN,NL,14,11,2,2,0,0,0,2,0,0,2,3,0,0,0,0,0 +suthele01,1981,1,CHA,AL,11,12,6,2,0,0,0,0,2,1,3,1,0,0,1,0,0 +suttebr01,1981,1,SLN,NL,48,9,0,0,0,0,0,1,0,0,0,4,0,1,0,0,0 +suttodo01,1981,1,HOU,NL,23,51,1,7,0,0,0,3,0,0,5,12,0,1,5,0,2 +swancr01,1981,1,NYN,NL,5,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +swishst01,1981,1,SDN,NL,16,28,2,4,0,0,0,0,0,0,2,11,0,0,0,0,1 +sykesbo01,1981,1,SLN,NL,22,2,0,0,0,0,0,0,0,0,1,2,0,0,0,0,0 +tablepa01,1981,1,CHN,NL,35,101,11,19,3,1,1,5,0,1,13,26,0,0,3,0,4 +tananfr01,1981,1,BOS,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +taverfr01,1981,1,NYN,NL,84,283,30,65,11,3,0,11,16,4,12,36,0,2,5,3,3 +tekulke01,1981,1,PIT,NL,45,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +templga01,1981,1,SLN,NL,80,333,47,96,16,8,1,33,8,12,14,55,3,0,1,2,4 +tenacge01,1981,1,SLN,NL,58,129,26,30,7,0,5,22,0,0,38,26,2,4,1,2,1 +thomade01,1981,1,LAN,NL,80,218,25,54,4,0,4,24,7,2,25,23,2,0,7,2,2 +thomago01,1981,1,ML4,AL,103,363,54,94,22,0,21,65,4,5,50,85,8,2,0,5,6 +thompja01,1981,1,PIT,NL,86,223,36,54,13,0,15,42,0,0,59,49,1,0,0,3,6 +thompsc01,1981,1,CHN,NL,57,115,8,19,5,0,0,8,2,0,7,8,1,0,2,3,2 +thondi01,1981,1,HOU,NL,49,95,13,26,6,0,0,3,6,1,9,13,1,0,1,0,3 +thornan01,1981,1,CLE,AL,69,226,22,54,12,0,6,30,3,1,23,37,1,0,2,5,15 +tiantlu01,1981,1,PIT,NL,9,16,0,3,2,0,0,4,0,0,1,3,0,0,2,0,0 +tidrodi01,1981,1,CHN,NL,51,5,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +tobikda01,1981,1,DET,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +toddja01,1981,1,TOR,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tollewa01,1981,1,TEX,AL,14,24,6,4,0,0,0,1,2,0,1,5,0,0,0,0,0 +tolmati01,1981,1,HOU,NL,4,8,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +torremi01,1981,1,BOS,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tracyji01,1981,1,CHN,NL,45,63,6,15,2,1,0,5,1,0,12,14,0,0,0,1,2 +trammal01,1981,1,DET,AL,105,392,52,101,15,3,2,31,10,3,49,31,2,3,16,3,10 +travebi01,1981,1,CAL,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +trevial01,1981,1,NYN,NL,56,149,17,39,2,0,0,10,3,0,13,19,0,1,1,1,4 +trillma01,1981,1,PHI,NL,94,349,37,100,14,3,6,36,10,4,26,37,3,3,5,4,6 +troutst01,1981,1,CHA,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tudorjo01,1981,1,BOS,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tuftsbo01,1981,1,SFN,NL,11,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +turneje01,1981,1,SDN,NL,33,31,5,7,0,0,2,6,0,1,4,3,1,0,1,0,1 +turneje01,1981,2,CHA,AL,10,12,1,2,0,0,0,2,0,0,1,2,0,0,0,0,0 +tysonmi01,1981,1,CHN,NL,50,92,6,17,2,0,2,8,1,0,7,15,1,1,2,1,0 +ujdurje01,1981,1,DET,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +underto01,1981,1,NYA,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +underto01,1981,2,OAK,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +unserde01,1981,1,PHI,NL,62,59,5,9,3,0,0,6,0,0,13,9,1,0,0,1,1 +upshawi01,1981,1,TOR,AL,61,111,15,19,3,1,4,10,2,1,11,16,0,1,0,0,1 +urreajo01,1981,1,SDN,NL,38,4,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +vailmi01,1981,1,CIN,NL,31,31,1,5,0,0,0,3,0,0,0,9,0,0,0,0,1 +valdeju01,1981,1,BOS,AL,17,23,1,5,0,0,0,3,0,1,0,2,0,0,1,1,0 +valenel01,1981,1,MON,NL,22,76,8,16,3,0,3,15,0,1,6,11,0,0,0,3,2 +valenel01,1981,2,NYN,NL,48,169,15,35,8,1,5,21,0,3,5,38,0,0,0,2,2 +valenfe01,1981,1,LAN,NL,25,64,3,16,0,1,0,7,0,0,1,9,0,0,6,0,0 +velezot01,1981,1,TOR,AL,80,240,32,51,9,2,11,28,0,3,55,60,3,3,2,2,5 +venabma01,1981,1,SFN,NL,18,32,2,6,0,2,0,1,3,1,4,3,0,0,0,0,0 +verhojo01,1981,1,MIN,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +veryzto01,1981,1,CLE,AL,75,221,13,54,4,0,0,14,1,0,10,10,1,1,5,2,6 +veselbo01,1981,1,MIN,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +virgioz02,1981,1,PHI,NL,6,6,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +vuckope01,1981,1,ML4,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vukovge01,1981,1,PHI,NL,20,26,5,10,0,0,1,4,1,0,1,0,0,0,0,0,0 +vukovjo01,1981,1,PHI,NL,11,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +wagnema01,1981,1,TEX,AL,50,85,15,22,4,1,1,14,1,1,8,13,0,0,2,0,2 +waitsri01,1981,1,CLE,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +walkbo01,1981,1,ATL,NL,12,7,1,1,0,0,0,0,0,0,0,3,0,0,3,0,0 +walkech01,1981,1,BOS,AL,6,17,3,6,0,0,0,2,0,2,1,2,0,0,0,0,0 +wallati01,1981,1,MON,NL,71,212,19,50,9,1,4,13,0,1,15,37,2,4,0,0,3 +wallety01,1981,1,CHN,NL,30,71,10,19,2,1,3,13,2,0,4,18,1,0,1,1,0 +wallide01,1981,1,HOU,NL,65,158,23,37,6,0,5,23,2,1,28,17,1,0,1,2,4 +waltore01,1981,1,SEA,AL,12,6,1,0,0,0,0,0,0,0,1,2,0,0,0,0,0 +wardga01,1981,1,MIN,AL,85,295,42,78,7,6,3,29,5,2,28,48,4,0,0,3,10 +washicl01,1981,1,ATL,NL,85,320,37,93,22,3,5,37,12,6,15,47,1,4,8,2,6 +washiro01,1981,1,MIN,AL,28,84,8,19,3,1,0,5,4,1,4,14,0,1,1,0,1 +washiul01,1981,1,KCA,AL,98,339,40,77,19,1,2,29,10,10,41,43,1,0,3,1,6 +wathajo01,1981,1,KCA,AL,89,301,24,76,9,3,1,19,11,6,19,23,1,2,5,3,9 +watsobo01,1981,1,NYA,AL,59,156,15,33,3,3,6,12,0,0,24,17,2,0,0,0,10 +wehrmda01,1981,1,NYA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +weissga01,1981,1,LAN,NL,14,19,2,2,0,0,0,1,0,0,1,4,0,0,0,1,0 +welchbo01,1981,1,LAN,NL,23,45,3,10,0,1,0,2,0,0,1,16,0,0,7,0,0 +wellsgr01,1981,1,TOR,AL,32,73,7,18,5,0,0,5,0,2,5,12,0,0,0,0,2 +welshch01,1981,1,SDN,NL,22,41,4,6,1,0,0,1,0,0,2,15,0,0,3,0,0 +wernedo01,1981,1,TEX,AL,2,8,1,2,0,0,0,0,0,1,0,2,0,0,0,0,0 +werthde01,1981,1,NYA,AL,34,55,7,6,1,0,0,1,1,0,12,12,2,0,4,0,4 +whisela01,1981,1,ATL,NL,9,5,1,1,0,0,0,0,0,0,2,1,0,0,0,0,0 +whitalo01,1981,1,DET,AL,109,335,48,88,14,4,5,36,5,3,40,42,3,1,3,3,5 +whitefr01,1981,1,KCA,AL,94,364,35,91,17,1,9,38,4,2,19,50,0,0,4,3,10 +whiteje01,1981,1,MON,NL,59,119,11,26,5,1,3,11,5,2,13,17,0,0,2,1,0 +whitele01,1981,1,TEX,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +whitmda01,1981,1,TOR,AL,7,9,0,1,1,0,0,0,0,0,1,2,0,0,0,0,1 +whitsed01,1981,1,SFN,NL,22,33,2,3,0,0,0,1,0,0,3,13,0,0,9,0,0 +whitter01,1981,1,TOR,AL,74,195,16,46,9,0,1,16,5,2,20,30,3,0,7,0,2 +wieghto01,1981,1,MON,NL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wiggial01,1981,1,SDN,NL,15,14,4,5,0,0,0,0,2,0,1,0,0,0,0,0,0 +wilcomi01,1981,1,DET,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wilforo01,1981,1,MIN,AL,93,305,32,75,11,3,3,19,2,4,29,43,1,0,5,0,1 +willial03,1981,1,MIN,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +willida05,1981,1,BAL,AL,2,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +willimi01,1981,1,TOR,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +willsbu01,1981,1,TEX,AL,102,410,51,103,13,2,2,41,12,9,32,49,2,1,6,5,8 +wilsomo01,1981,1,NYN,NL,92,328,49,89,8,8,3,14,24,12,20,59,3,2,0,0,3 +wilsowi02,1981,1,KCA,AL,102,439,54,133,10,7,1,32,34,8,18,42,3,4,3,1,5 +winfida01,1981,1,NYA,AL,105,388,52,114,25,1,13,68,11,1,43,41,3,1,1,7,13 +wiseri01,1981,1,SDN,NL,18,25,1,1,1,0,0,1,0,0,1,11,0,0,3,0,2 +wittmi01,1981,1,CAL,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wockejo01,1981,1,DET,AL,70,172,20,37,4,0,9,25,0,0,28,22,1,0,0,2,5 +wohlfji01,1981,1,SFN,NL,50,68,4,11,3,0,1,7,0,0,4,9,0,0,0,1,5 +woodsal01,1981,1,TOR,AL,85,288,20,71,15,0,1,21,3,4,19,31,5,0,8,2,7 +woodsga01,1981,1,HOU,NL,54,110,10,23,4,1,0,12,2,1,11,22,4,0,3,2,4 +wrighji03,1981,1,KCA,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wynegbu01,1981,1,MIN,AL,47,150,11,37,5,0,0,10,0,1,17,9,2,1,1,3,7 +yastrca01,1981,1,BOS,AL,91,338,36,83,14,1,7,53,0,1,49,28,4,0,0,3,10 +yeagest01,1981,1,LAN,NL,42,86,5,18,2,0,3,7,0,0,6,14,0,0,0,0,2 +yostne01,1981,1,ML4,AL,18,27,4,6,0,0,3,3,0,0,3,6,0,0,0,0,0 +youngjo02,1981,1,NYN,NL,43,143,16,50,10,2,4,25,2,5,12,19,1,2,0,4,4 +yountro01,1981,1,ML4,AL,96,377,50,103,15,5,10,49,4,1,22,37,1,2,4,6,4 +zachrpa01,1981,1,NYN,NL,24,38,1,6,0,0,0,2,0,0,3,12,0,0,4,1,1 +zahnge01,1981,1,CAL,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ziskri01,1981,1,SEA,AL,94,357,42,111,12,1,16,43,0,2,28,63,3,3,0,0,8 +aasedo01,1982,1,CAL,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +adamsgl01,1982,1,TOR,AL,30,66,2,17,4,0,1,11,0,0,4,5,0,0,0,3,3 +adamsri02,1982,1,CAL,AL,8,14,1,2,0,0,0,0,1,0,0,2,0,1,1,0,1 +agostju01,1982,1,CHA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +aguaylu01,1982,1,PHI,NL,50,56,11,15,1,2,3,7,1,1,5,7,1,1,1,0,1 +aikenwi01,1982,1,KCA,AL,134,466,50,131,29,1,17,74,0,1,45,70,7,3,0,5,19 +alexado01,1982,1,NYA,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +allenga01,1982,1,BOS,AL,92,264,25,54,11,0,6,33,0,3,38,39,1,1,3,1,6 +allenne01,1982,1,NYN,NL,50,6,1,1,0,0,0,0,0,0,2,2,0,0,1,0,0 +almonbi01,1982,1,CHA,AL,111,308,40,79,10,4,4,26,10,8,25,49,0,1,1,1,4 +altampo01,1982,1,PHI,NL,29,4,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +alvarjo01,1982,1,ATL,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +anderbu01,1982,1,CLE,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +anderla02,1982,1,SEA,AL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +andujjo01,1982,1,SLN,NL,38,95,3,15,1,1,0,4,1,0,0,44,0,0,9,0,2 +apontlu01,1982,1,BOS,AL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +armasto01,1982,1,OAK,AL,138,536,58,125,19,2,28,89,2,2,33,128,5,1,0,8,14 +armstmi01,1982,1,KCA,AL,52,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +arroyfe01,1982,1,MIN,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +arroyfe01,1982,2,OAK,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ashbyal01,1982,1,HOU,NL,100,339,40,87,14,2,12,49,2,0,27,53,4,1,2,3,7 +augusje01,1982,1,ML4,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ayalabe01,1982,1,BAL,AL,64,128,17,39,6,0,6,24,1,1,5,14,2,0,0,0,3 +backmwa01,1982,1,NYN,NL,96,261,37,71,13,2,3,22,8,7,49,47,1,0,2,0,6 +bahnsst01,1982,1,CAL,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bahnsst01,1982,2,PHI,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +baileho01,1982,1,DET,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bailobo01,1982,1,NYN,NL,110,376,44,104,14,1,0,31,20,3,20,17,0,2,2,4,5 +baineha01,1982,1,CHA,AL,161,608,89,165,29,8,25,105,10,3,49,95,10,0,2,9,12 +bairdo01,1982,1,SLN,NL,63,13,0,1,0,0,0,0,0,0,0,3,0,0,2,0,0 +bakerda01,1982,1,TOR,AL,9,20,3,5,1,0,0,2,0,0,3,3,0,2,1,0,0 +bakerdu01,1982,1,LAN,NL,147,570,80,171,19,1,23,88,17,10,56,62,5,3,2,9,7 +bakerst01,1982,1,OAK,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +balbost01,1982,1,NYA,AL,33,107,8,20,2,1,2,4,0,0,6,34,0,0,0,1,1 +balleja01,1982,1,PHI,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0 +bandoch01,1982,1,CLE,AL,66,184,13,39,6,1,3,16,0,0,24,30,1,0,1,3,6 +bannial01,1982,1,CLE,AL,101,348,40,93,16,1,4,41,18,5,42,41,1,1,6,1,4 +bannifl01,1982,1,SEA,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barfije01,1982,1,TOR,AL,139,394,54,97,13,2,18,58,1,4,42,79,3,3,6,1,7 +barkele01,1982,1,CLE,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barneri01,1982,1,CHA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barojsa01,1982,1,CHA,AL,61,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barrage01,1982,1,CIN,NL,46,51,11,13,1,3,0,2,2,0,2,9,0,0,1,0,1 +barrema02,1982,1,BOS,AL,8,18,0,1,0,0,0,0,0,0,0,1,0,0,0,0,1 +barrijo01,1982,1,SFN,NL,10,19,2,3,0,0,0,0,0,0,1,4,0,0,0,0,1 +barrji01,1982,1,SFN,NL,53,32,1,8,1,0,0,3,0,0,0,6,0,0,2,0,0 +basske01,1982,1,ML4,AL,18,9,4,0,0,0,0,0,0,0,1,1,0,0,1,0,0 +basske01,1982,2,HOU,NL,12,24,2,1,0,0,0,1,0,0,0,8,0,0,0,0,1 +bassra01,1982,1,SDN,NL,13,30,1,6,0,0,1,8,0,0,2,4,0,1,0,1,0 +bassra01,1982,2,TEX,AL,16,48,5,10,2,0,1,6,0,0,1,7,0,1,0,2,1 +baumgro01,1982,1,PIT,NL,12,12,0,1,0,0,0,0,0,0,0,4,0,0,0,0,0 +baylodo01,1982,1,CAL,AL,157,608,80,160,24,1,24,93,10,4,57,69,7,7,0,8,18 +beardda01,1982,1,OAK,AL,54,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +beattji01,1982,1,SEA,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +beckwjo01,1982,1,LAN,NL,19,7,1,0,0,0,0,0,0,0,0,4,0,0,1,0,0 +bedrost01,1982,1,ATL,NL,64,26,0,1,0,0,0,0,0,0,1,6,0,0,4,0,0 +belanma01,1982,1,LAN,NL,54,50,6,12,1,0,0,4,1,0,5,10,1,0,2,0,2 +bellbu01,1982,1,TEX,AL,148,537,62,159,27,2,13,67,5,4,70,50,8,2,0,5,13 +bellira01,1982,1,PIT,NL,9,2,3,1,0,0,0,0,1,0,0,0,0,0,0,0,0 +bellke01,1982,1,OAK,AL,4,9,1,3,1,0,0,0,0,0,0,2,0,0,0,0,0 +benchjo01,1982,1,CIN,NL,119,399,44,103,16,0,13,38,1,2,37,58,2,0,1,2,14 +benedbr01,1982,1,ATL,NL,118,386,34,95,11,1,3,44,4,4,37,40,9,3,7,3,10 +beniqju01,1982,1,CAL,AL,112,196,25,52,11,2,3,24,3,0,15,21,1,1,16,0,4 +bentobu01,1982,1,CHN,NL,4,7,0,1,0,0,0,1,0,0,0,1,0,0,0,0,0 +berenbr01,1982,1,CIN,NL,34,62,0,15,2,1,0,3,0,0,0,16,0,0,12,1,0 +berenju01,1982,1,DET,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bergmda01,1982,1,SFN,NL,100,121,22,33,3,1,4,14,3,0,18,11,3,0,0,1,1 +bernadw01,1982,1,ML4,AL,47,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bernato01,1982,1,CHA,AL,137,540,90,138,25,9,11,56,11,0,67,88,0,2,16,5,9 +berrada01,1982,1,PIT,NL,156,529,64,139,25,5,10,61,6,6,33,83,12,4,8,9,15 +bevacku01,1982,1,SDN,NL,64,123,15,31,9,0,0,24,2,0,17,22,4,0,1,4,5 +biancbu01,1982,1,KCA,AL,3,2,0,1,0,1,0,0,0,0,1,0,0,0,0,0,1 +biittla01,1982,1,CIN,NL,97,184,18,57,9,2,2,24,1,0,17,16,2,2,2,3,9 +birddo01,1982,1,CHN,NL,35,56,0,8,1,0,0,3,0,0,0,20,0,0,4,0,1 +blackbu02,1982,1,KCA,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +blackti01,1982,1,MON,NL,23,42,2,8,2,1,0,3,0,0,3,11,0,0,0,0,1 +bluevi01,1982,1,KCA,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +blylebe01,1982,1,CLE,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bochtbr01,1982,1,SEA,AL,144,509,58,151,21,0,12,70,8,5,67,71,5,3,4,3,17 +bochybr01,1982,1,NYN,NL,17,49,4,15,4,0,2,8,0,0,4,6,0,0,0,0,1 +boddimi01,1982,1,BAL,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bogente01,1982,1,TEX,AL,24,60,6,13,2,1,1,4,2,0,4,8,0,2,1,0,3 +boggsto01,1982,1,ATL,NL,10,17,1,4,0,0,0,2,0,0,0,4,0,0,1,0,0 +boggswa01,1982,1,BOS,AL,104,338,51,118,14,1,5,44,1,0,35,21,4,0,4,4,9 +bohnejo01,1982,1,CLE,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +boitada01,1982,1,TEX,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bombama01,1982,1,TOR,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bonilju01,1982,1,SDN,NL,45,182,21,51,6,2,0,8,0,1,11,15,0,1,3,0,2 +bonneba01,1982,1,TOR,AL,140,437,59,128,26,3,6,49,14,2,32,51,4,3,2,4,8 +bonnebo01,1982,1,BAL,AL,41,77,8,13,3,1,0,5,0,0,3,12,0,0,3,1,3 +boonebo01,1982,1,CAL,AL,143,472,42,121,17,0,7,58,0,2,39,34,2,0,23,5,9 +booneda02,1982,1,SDN,NL,10,5,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0 +booneda02,1982,2,HOU,NL,10,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bordiri01,1982,1,SEA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +borispa01,1982,1,MIN,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bosetri01,1982,1,OAK,AL,6,15,1,3,0,0,0,0,0,0,0,1,0,0,1,0,1 +bosleth01,1982,1,SEA,AL,22,46,3,8,1,0,0,2,3,1,4,8,0,0,0,0,1 +botelde01,1982,1,KCA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bowala01,1982,1,CHN,NL,142,499,50,123,15,7,0,29,8,3,39,38,5,1,9,1,10 +boydoi01,1982,1,BOS,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bradlma01,1982,1,LAN,NL,8,3,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +braunst01,1982,1,SLN,NL,58,62,6,17,4,0,0,4,0,0,11,10,0,0,0,0,2 +breinfr01,1982,1,SFN,NL,54,29,4,6,0,0,0,0,0,0,4,14,0,0,5,0,0 +brenlbo01,1982,1,SFN,NL,65,180,26,51,4,1,4,15,6,2,18,26,4,1,1,2,2 +brennto01,1982,1,CLE,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brettge01,1982,1,KCA,AL,144,552,101,166,32,9,21,82,6,1,71,51,14,1,0,5,12 +briggda01,1982,1,CHN,NL,48,48,1,6,0,0,0,1,0,0,0,9,0,1,1,0,1 +brockgr01,1982,1,LAN,NL,18,17,1,2,1,0,0,1,0,0,1,5,1,0,0,0,0 +brookhu01,1982,1,NYN,NL,126,457,40,114,21,2,2,40,6,3,28,76,5,5,3,5,11 +brookto01,1982,1,DET,AL,140,398,40,92,15,3,9,58,5,9,27,63,0,0,2,5,9 +brouhma01,1982,1,ML4,AL,40,108,16,29,4,1,4,10,0,3,9,17,0,2,3,0,3 +brownbo04,1982,1,SEA,AL,79,245,29,59,7,1,4,17,28,6,17,32,2,0,3,2,3 +brownda01,1982,1,OAK,AL,8,18,2,6,0,1,0,3,1,0,1,2,0,0,1,0,0 +brownmi01,1982,1,BOS,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brummgl01,1982,1,SLN,NL,35,64,4,15,4,0,0,8,2,0,0,12,0,0,0,0,0 +brunato01,1982,1,MIN,AL,127,463,77,126,30,1,20,46,1,2,71,101,0,8,1,2,12 +brusswa01,1982,1,PHI,NL,22,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +brusswa01,1982,2,CHA,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bucknbi01,1982,1,CHN,NL,161,657,93,201,34,5,15,105,15,5,36,26,7,5,1,10,14 +bullibu01,1982,1,SEA,AL,56,154,17,34,7,0,1,8,2,1,19,16,2,0,0,0,6 +bumbral01,1982,1,BAL,AL,150,562,77,147,20,4,5,40,10,5,44,77,4,0,10,2,12 +burgmto01,1982,1,BOS,AL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +burleri01,1982,1,CAL,AL,11,45,4,7,1,0,0,2,0,0,6,3,2,0,2,0,2 +burnsbr01,1982,1,CHA,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +burrira01,1982,1,MON,NL,37,28,0,5,1,0,0,1,0,0,3,10,0,0,4,0,0 +burroje01,1982,1,OAK,AL,113,285,42,79,13,2,16,48,1,3,45,61,0,0,1,3,8 +bushra01,1982,1,MIN,AL,55,119,13,29,6,1,4,13,0,0,8,28,0,3,0,1,1 +butchjo01,1982,1,TEX,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +butersa01,1982,1,MIN,AL,54,126,9,32,2,0,0,8,0,0,17,12,0,1,2,0,6 +butlebr01,1982,1,ATL,NL,89,240,35,52,2,0,0,7,21,8,25,35,0,0,3,0,1 +bystrma01,1982,1,PHI,NL,19,24,2,3,1,0,0,0,0,0,1,12,0,0,3,0,0 +cabelen01,1982,1,DET,AL,125,464,45,121,17,3,2,37,15,6,15,48,2,1,2,2,10 +caldwmi01,1982,1,ML4,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +campbbi02,1982,1,CHN,NL,62,7,0,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +campri01,1982,1,ATL,NL,51,41,0,1,1,0,0,0,0,0,2,23,0,0,5,0,0 +candejo01,1982,1,PIT,NL,33,54,6,12,2,0,0,9,0,0,6,20,0,0,3,1,1 +cappuge01,1982,1,HOU,NL,17,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +caprani01,1982,1,TEX,AL,13,15,2,4,0,0,1,1,2,1,3,4,0,1,0,0,1 +carewro01,1982,1,CAL,AL,138,523,88,167,25,5,3,44,10,17,67,49,5,2,16,4,9 +carltst01,1982,1,PHI,NL,38,101,8,22,4,0,2,8,0,0,0,13,0,0,8,0,1 +cartega01,1982,1,MON,NL,154,557,91,163,32,1,29,97,2,5,78,64,11,6,4,8,16 +castibo01,1982,1,MIN,AL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +castica01,1982,1,CLE,AL,47,120,11,25,4,0,2,11,0,0,6,17,2,2,1,0,2 +castijo01,1982,1,MIN,AL,117,410,48,99,12,6,6,37,2,5,36,51,1,2,3,2,11 +castima01,1982,1,SEA,AL,138,506,49,130,29,1,3,49,2,8,22,35,2,2,2,9,11 +castima02,1982,1,DET,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +castrbi01,1982,1,KCA,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +caudibi01,1982,1,SEA,AL,70,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cedence01,1982,1,CIN,NL,138,492,52,142,35,1,8,57,16,11,41,41,2,4,2,4,15 +ceronri01,1982,1,NYA,AL,89,300,29,68,10,0,5,28,0,2,19,27,1,1,4,5,12 +ceyro01,1982,1,LAN,NL,150,556,62,141,23,1,24,79,3,2,57,99,6,4,2,8,16 +chambch01,1982,1,ATL,NL,157,534,57,144,25,2,20,86,7,3,57,57,13,0,0,6,11 +charbjo01,1982,1,CLE,AL,22,56,7,12,2,1,2,9,0,0,5,7,0,1,0,1,2 +chifffl01,1982,1,SDN,NL,51,8,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +chrisla01,1982,1,PHI,NL,33,67,4,5,2,0,1,7,1,0,2,36,0,0,12,0,1 +chrismi01,1982,1,SFN,NL,9,7,0,1,0,0,0,1,0,0,0,3,0,0,0,1,0 +clancji01,1982,1,TOR,AL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clarkbo04,1982,1,CAL,AL,102,90,11,19,1,0,2,8,1,0,0,29,0,0,2,1,1 +clarkbr01,1982,1,SEA,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clarkja01,1982,1,SFN,NL,157,563,90,154,30,3,27,103,6,9,90,91,7,1,0,5,20 +clearma01,1982,1,BOS,AL,55,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +codirch01,1982,1,OAK,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +collida02,1982,1,NYA,AL,111,348,41,88,12,3,3,25,13,8,28,49,3,5,9,3,6 +comerst01,1982,1,TEX,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +conceda01,1982,1,CIN,NL,147,572,48,164,25,4,5,53,13,6,45,61,4,0,2,4,20 +conceon01,1982,1,KCA,AL,74,205,17,48,9,1,0,15,2,1,5,18,0,1,4,0,6 +conroti01,1982,1,OAK,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +coopece01,1982,1,ML4,AL,155,654,104,205,38,3,32,121,2,3,32,53,7,0,4,6,4 +coopedo01,1982,1,MIN,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +corbedo01,1982,1,MIN,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +corbedo01,1982,2,CAL,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cowenal01,1982,1,SEA,AL,146,560,72,151,39,8,20,78,11,7,46,81,3,1,1,3,12 +cowlejo01,1982,1,ATL,NL,17,15,0,3,0,0,0,0,0,0,0,4,0,0,1,0,0 +coxla01,1982,1,CHN,NL,2,4,1,0,0,0,0,0,0,0,2,1,1,0,0,0,0 +craigro02,1982,1,CLE,AL,49,65,7,15,2,0,0,1,3,1,4,6,0,0,2,0,5 +crawfst01,1982,1,BOS,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +creelke01,1982,1,KCA,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cromawa01,1982,1,MON,NL,144,497,59,126,24,3,14,62,3,0,69,60,15,3,1,4,10 +crowdo01,1982,1,LAN,NL,4,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +crowlte01,1982,1,BAL,AL,65,93,8,22,2,0,3,17,0,0,21,9,1,0,0,0,5 +cruzhe01,1982,1,CHN,NL,17,19,1,4,1,0,0,0,0,0,2,4,0,0,0,0,1 +cruzjo01,1982,1,HOU,NL,155,570,62,157,27,2,9,68,21,11,60,67,12,1,3,6,11 +cruzju01,1982,1,SEA,AL,154,549,83,133,22,5,8,49,46,13,57,71,1,3,6,2,6 +cruzto02,1982,1,SEA,AL,136,492,44,113,20,2,16,57,2,10,12,95,1,0,11,4,18 +curtijo01,1982,1,SDN,NL,26,37,1,11,0,1,0,5,0,0,0,15,0,0,4,0,0 +curtijo01,1982,2,CAL,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dacqujo01,1982,1,OAK,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +darwida01,1982,1,TEX,AL,56,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dauerri01,1982,1,BAL,AL,158,558,75,156,24,2,8,57,0,1,50,34,1,1,11,6,15 +davisch01,1982,1,SFN,NL,154,641,86,167,27,6,19,76,24,13,45,115,2,2,7,6,13 +davisdi02,1982,1,PHI,NL,28,68,5,19,3,1,2,7,1,0,2,9,0,0,0,1,4 +davisdi02,1982,2,TOR,AL,3,7,0,2,0,0,0,2,0,0,0,1,0,0,0,1,1 +davisdi02,1982,3,PIT,NL,39,77,7,14,2,1,2,10,1,0,5,9,0,0,1,3,1 +davisjo02,1982,1,CHN,NL,130,418,41,109,20,2,12,52,0,1,36,92,4,1,4,7,6 +davismi02,1982,1,OAK,AL,23,75,12,30,4,0,1,10,3,2,2,8,0,0,0,0,0 +davisro02,1982,1,MIN,AL,63,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +davisst02,1982,1,BAL,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dawsoan01,1982,1,MON,NL,148,608,107,183,37,7,23,83,39,10,34,96,4,8,4,6,8 +dayleke01,1982,1,ATL,NL,20,20,1,5,0,0,0,1,0,1,2,9,0,0,1,0,0 +decindo01,1982,1,CAL,AL,153,575,94,173,42,5,30,97,7,5,66,80,7,1,4,9,18 +dejesiv01,1982,1,PHI,NL,161,536,53,128,21,5,3,59,14,4,54,70,9,2,11,3,8 +dejohma01,1982,1,DET,AL,24,21,1,4,2,0,0,1,1,0,4,4,0,0,3,0,0 +deleolu01,1982,1,SDN,NL,61,11,0,1,1,0,0,0,0,0,1,7,0,0,1,0,0 +dempsma01,1982,1,SFN,NL,3,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dempsri01,1982,1,BAL,AL,125,344,35,88,15,1,5,36,0,3,46,37,1,0,7,5,10 +denmabr01,1982,1,BOS,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dennyjo01,1982,1,CLE,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dennyjo01,1982,2,PHI,NL,4,6,0,1,0,0,0,0,0,0,2,2,0,0,0,0,0 +dentbu01,1982,1,NYA,AL,59,160,11,27,1,1,0,9,0,0,8,11,0,0,4,1,7 +dentbu01,1982,2,TEX,AL,46,146,16,32,9,0,1,14,0,0,13,10,0,0,3,2,2 +dernibo01,1982,1,PHI,NL,122,370,56,92,10,2,4,21,42,12,36,69,0,1,3,2,6 +diazbo01,1982,1,PHI,NL,144,525,69,151,29,1,18,85,3,6,36,87,5,3,1,7,20 +diazca01,1982,1,ATL,NL,19,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +diazca01,1982,2,NYN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dillast01,1982,1,CHA,AL,16,41,1,7,3,1,0,5,0,1,1,5,0,0,0,0,1 +dilonmi01,1982,1,CLE,AL,104,379,50,89,12,3,3,25,33,5,25,36,0,2,6,0,11 +dipinfr01,1982,1,HOU,NL,6,8,0,0,0,0,0,0,0,0,0,4,0,0,1,0,0 +doranbi02,1982,1,HOU,NL,26,97,11,27,3,0,0,6,5,0,4,11,0,0,0,1,0 +dotsori01,1982,1,CHA,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +downibr01,1982,1,CAL,AL,158,623,109,175,37,2,28,84,2,1,86,58,1,5,3,8,14 +draveda01,1982,1,SDN,NL,32,23,0,3,0,0,0,2,0,0,1,3,0,0,4,0,0 +driesda01,1982,1,CIN,NL,149,516,64,139,25,1,17,57,11,6,82,62,8,2,0,6,8 +durhale01,1982,1,CHN,NL,148,539,84,168,33,7,22,90,28,14,66,77,14,2,0,2,11 +dwyerji01,1982,1,BAL,AL,71,148,28,45,4,3,6,15,2,0,27,24,4,0,1,2,0 +dybzije01,1982,1,CLE,AL,80,212,19,49,6,2,0,22,3,5,21,25,0,3,7,3,7 +easlemi01,1982,1,PIT,NL,142,475,52,131,27,2,15,58,1,1,40,85,12,6,1,4,11 +easteja01,1982,1,ML4,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +eckerde01,1982,1,BOS,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +edelejo01,1982,1,CIN,NL,9,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +edlerda01,1982,1,SEA,AL,40,104,14,29,2,2,2,18,4,2,11,13,1,0,1,1,3 +edwarda01,1982,1,SDN,NL,71,55,7,10,2,0,1,2,0,0,1,14,0,0,0,0,2 +edwarma01,1982,1,ML4,AL,69,178,24,44,4,1,2,14,10,4,4,8,0,0,5,2,5 +eicheju01,1982,1,SDN,NL,31,55,0,5,1,1,0,3,1,0,1,22,0,0,5,0,2 +eichhma01,1982,1,TOR,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +eisenji01,1982,1,MIN,AL,34,99,10,30,6,0,2,9,0,0,11,13,0,1,0,0,1 +engleda01,1982,1,MIN,AL,58,186,20,42,7,2,4,16,0,0,10,22,0,1,0,0,6 +erickro01,1982,1,MIN,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +erickro01,1982,2,NYA,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +escarch01,1982,1,CHA,AL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +espinju01,1982,1,NYA,AL,3,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +essiaji01,1982,1,SEA,AL,48,153,14,42,8,0,3,20,2,0,11,7,0,1,0,0,3 +evansba01,1982,1,NYA,AL,17,31,2,8,3,0,0,2,0,0,6,6,0,1,0,0,0 +evansda01,1982,1,SFN,NL,141,465,64,119,20,4,16,61,5,4,77,64,7,2,3,6,8 +evansdw01,1982,1,BOS,AL,162,609,122,178,37,7,32,98,3,2,112,125,1,1,3,2,17 +faedole01,1982,1,MIN,AL,90,255,16,62,8,0,3,22,1,0,16,22,0,1,2,2,9 +faheybi01,1982,1,DET,AL,28,67,7,10,2,0,0,4,1,0,0,5,0,0,0,1,0 +falcope01,1982,1,NYN,NL,40,53,0,6,1,0,0,3,0,0,0,24,0,0,2,0,1 +farmeed01,1982,1,PHI,NL,47,11,0,0,0,0,0,0,0,0,0,6,0,0,2,0,0 +farrji01,1982,1,TEX,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +feltote01,1982,1,MIN,AL,48,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fergujo01,1982,1,CAL,AL,36,84,10,19,2,0,3,8,0,0,12,19,0,0,1,0,4 +filerto01,1982,1,CHN,NL,8,12,1,1,1,0,0,0,0,0,0,7,0,0,1,0,0 +filsope01,1982,1,MIN,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fingero01,1982,1,ML4,AL,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +firovda01,1982,1,SEA,AL,3,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fischmi01,1982,1,CLE,AL,112,276,34,74,12,1,0,21,9,5,34,36,0,2,9,1,3 +fiskca01,1982,1,CHA,AL,135,476,66,127,17,3,14,65,17,2,46,60,7,6,4,4,12 +flanami01,1982,1,BAL,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +flannti01,1982,1,SDN,NL,122,379,40,100,11,7,0,30,1,0,30,32,10,2,6,6,4 +fletcsc01,1982,1,CHN,NL,11,24,4,4,0,0,0,1,1,0,4,5,0,0,0,0,0 +flinnjo01,1982,1,BAL,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +flynndo01,1982,1,TEX,AL,88,270,13,57,6,2,0,19,6,2,4,14,0,0,7,2,3 +flynndo01,1982,2,MON,NL,58,193,13,47,6,2,0,20,0,2,4,23,0,0,3,2,6 +foleyma01,1982,1,CHA,AL,27,36,1,4,0,0,0,1,0,0,6,4,1,0,0,0,0 +foliti01,1982,1,CAL,AL,150,480,46,121,14,2,3,56,2,4,14,22,1,2,26,6,7 +footeba01,1982,1,NYA,AL,17,48,4,7,5,0,0,2,0,0,1,11,0,0,0,1,2 +fordda01,1982,1,BAL,AL,123,421,46,99,21,3,10,43,5,2,23,71,1,4,2,3,9 +forscbo01,1982,1,SLN,NL,36,73,7,15,3,1,0,3,0,0,3,20,0,0,14,0,1 +forscke01,1982,1,CAL,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +forstte01,1982,1,LAN,NL,56,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fostege01,1982,1,NYN,NL,151,550,64,136,23,2,13,70,1,1,50,123,9,2,0,6,13 +fowlkal01,1982,1,SFN,NL,21,26,2,3,0,0,0,0,0,0,1,10,0,0,2,0,0 +francju01,1982,1,PHI,NL,16,29,3,8,1,0,0,3,0,2,2,4,1,0,1,0,1 +francte01,1982,1,MON,NL,46,131,14,42,3,0,0,9,2,3,8,11,0,0,5,0,2 +frazige01,1982,1,NYA,AL,63,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +frobedo01,1982,1,PIT,NL,16,34,5,7,2,0,2,3,1,1,1,11,0,0,0,0,0 +frostda01,1982,1,KCA,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +frymawo01,1982,1,MON,NL,60,9,1,2,0,0,0,0,0,0,0,1,0,0,1,0,0 +gaettga01,1982,1,MIN,AL,145,508,59,117,25,4,25,84,0,4,37,107,2,3,4,13,16 +gaffbr01,1982,1,NYN,NL,7,8,0,0,0,0,0,0,0,0,2,3,0,0,1,0,0 +galeri01,1982,1,SFN,NL,33,48,4,6,1,0,1,2,0,0,5,34,0,0,1,0,0 +gamblos01,1982,1,NYA,AL,108,316,49,86,21,2,18,57,6,3,58,47,2,4,0,4,4 +gantnji01,1982,1,ML4,AL,132,447,48,132,17,2,4,43,6,3,26,36,3,2,7,3,6 +garbege01,1982,1,ATL,NL,69,15,1,2,0,0,0,0,0,0,2,6,0,0,2,0,0 +garcida01,1982,1,TOR,AL,147,597,89,185,32,3,5,42,54,20,21,44,1,5,5,1,7 +garciki01,1982,1,HOU,NL,34,76,5,16,5,0,1,5,1,0,3,15,1,0,1,0,2 +gardero01,1982,1,NYN,NL,141,384,29,92,17,1,3,33,5,6,23,55,2,0,12,5,11 +garneph01,1982,1,HOU,NL,155,588,65,161,33,8,13,83,24,13,40,92,4,3,0,7,11 +garresc01,1982,1,SFN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +garvest01,1982,1,LAN,NL,162,625,66,176,35,1,16,86,5,3,20,86,10,1,5,9,10 +garvije01,1982,1,TOR,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gatesmi01,1982,1,MON,NL,36,121,16,28,2,3,0,8,0,0,9,19,0,0,0,2,1 +gedmari01,1982,1,BOS,AL,92,289,30,72,17,2,4,26,0,1,10,37,2,2,4,0,13 +geiseda01,1982,1,TOR,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +geronce01,1982,1,KCA,AL,53,119,14,32,6,3,4,23,2,0,8,16,2,0,0,4,5 +gibsoki01,1982,1,DET,AL,69,266,34,74,16,2,8,35,9,7,25,41,2,1,1,1,2 +gilesbr01,1982,1,NYN,NL,45,138,14,29,5,0,3,10,6,1,12,29,1,0,0,2,0 +gleatje01,1982,1,SEA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +glynned01,1982,1,CLE,AL,47,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +goltzda01,1982,1,LAN,NL,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +goltzda01,1982,2,CAL,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gonzaju02,1982,1,SLN,NL,42,87,9,21,3,2,1,7,1,1,1,24,0,1,1,0,2 +goodwda01,1982,1,OAK,AL,17,52,6,11,2,1,2,8,0,0,2,13,0,0,2,1,3 +gormato03,1982,1,MON,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gormato03,1982,2,NYN,NL,3,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +gossari01,1982,1,NYA,AL,56,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gottji01,1982,1,TOR,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grayga01,1982,1,SEA,AL,80,269,26,69,14,2,7,29,1,1,24,59,0,2,0,0,4 +graylo01,1982,1,CHA,AL,17,28,4,8,1,0,0,0,1,0,2,4,0,0,0,0,0 +greenda03,1982,1,SLN,NL,76,166,21,47,7,1,2,23,11,3,8,29,2,1,0,3,2 +grichbo01,1982,1,CAL,AL,145,506,74,132,28,5,19,65,3,3,82,109,3,8,6,3,13 +griffal01,1982,1,TOR,AL,162,539,57,130,20,8,1,48,10,8,22,48,0,0,11,4,7 +griffke01,1982,1,NYA,AL,127,484,70,134,23,2,12,54,10,4,39,58,1,0,1,3,10 +griffmi02,1982,1,SDN,NL,7,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +griffto02,1982,1,PIT,NL,6,9,0,2,0,0,0,2,0,0,0,3,0,0,0,0,0 +grimsro02,1982,1,BAL,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grossgr01,1982,1,PHI,NL,119,134,14,40,4,0,0,10,4,3,19,8,3,0,2,0,6 +grosswa01,1982,1,OAK,AL,129,386,43,97,14,0,9,41,3,1,53,50,0,2,7,3,4 +grubbjo01,1982,1,TEX,AL,103,308,35,86,13,3,3,26,0,3,39,37,2,6,2,3,5 +guantce01,1982,1,PIT,NL,10,5,1,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +guerrpe01,1982,1,LAN,NL,150,575,87,175,27,5,32,100,22,5,65,89,16,5,4,3,7 +guidrro01,1982,1,NYA,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guldebr01,1982,1,MON,NL,5,6,1,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +gullibi01,1982,1,MON,NL,34,82,5,10,3,0,0,6,0,0,1,22,0,0,9,0,2 +gulligl01,1982,1,BAL,AL,50,145,24,29,7,0,1,5,0,0,37,18,0,0,3,0,2 +gumpeda01,1982,1,DET,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gurala01,1982,1,KCA,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gwosddo01,1982,1,SDN,NL,7,17,1,3,0,0,0,0,0,0,2,7,1,0,0,0,0 +gwynnto01,1982,1,SDN,NL,54,190,33,55,12,2,1,17,8,3,14,16,0,0,4,1,5 +haasmo01,1982,1,ML4,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hairsje01,1982,1,CHA,AL,85,90,11,21,5,0,5,18,0,0,9,15,0,0,1,3,3 +hallal02,1982,1,ATL,NL,5,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hallme01,1982,1,CHN,NL,24,80,6,21,3,2,0,4,0,1,5,17,1,2,0,1,0 +hammaat01,1982,1,SFN,NL,29,59,2,4,0,0,0,1,1,0,0,15,0,1,1,0,3 +hammost01,1982,1,KCA,AL,46,126,14,29,5,1,1,11,0,1,4,18,0,0,0,1,7 +hancoga01,1982,1,BOS,AL,11,14,3,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +hannapr01,1982,1,ATL,NL,20,5,1,2,1,0,0,1,0,0,0,0,0,0,0,0,0 +hannapr01,1982,2,OAK,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hargrmi01,1982,1,CLE,AL,160,591,67,160,26,1,4,65,2,2,101,58,3,3,4,6,22 +harpebr01,1982,1,PIT,NL,20,29,4,8,1,0,2,4,0,0,1,4,1,0,1,0,1 +harpete01,1982,1,ATL,NL,48,150,16,43,3,0,2,16,7,4,14,28,0,1,0,2,3 +harrato01,1982,1,CLE,AL,162,602,100,183,29,4,25,78,17,3,84,52,7,12,7,3,13 +harrigr01,1982,1,CIN,NL,35,18,0,3,0,0,0,3,0,0,1,9,0,0,0,0,0 +hassero01,1982,1,CLE,AL,113,323,33,81,18,0,5,34,3,2,53,32,5,1,3,2,10 +hasslan01,1982,1,CAL,AL,54,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hatchmi01,1982,1,MIN,AL,84,277,23,69,13,2,3,26,0,2,8,27,1,0,0,1,12 +hausmto01,1982,1,NYN,NL,21,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +hausmto01,1982,2,ATL,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +havenbr01,1982,1,MIN,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hawkian01,1982,1,SDN,NL,15,15,0,0,0,0,0,1,0,0,0,8,0,0,3,0,0 +hayesbe01,1982,1,CIN,NL,26,4,0,0,0,0,0,0,0,0,0,3,0,0,2,0,0 +hayesvo01,1982,1,CLE,AL,150,527,65,132,25,3,14,82,32,13,42,63,3,4,8,2,10 +heathke01,1982,1,KCA,AL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +heathmi02,1982,1,OAK,AL,101,318,43,77,18,4,3,39,8,3,27,36,3,0,2,4,3 +heatone01,1982,1,CLE,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hebneri01,1982,1,DET,AL,68,179,25,49,6,0,8,18,1,1,25,21,2,0,0,1,1 +hebneri01,1982,2,PIT,NL,25,70,6,21,2,0,2,12,4,0,5,3,0,0,1,0,1 +heepda01,1982,1,HOU,NL,85,198,16,47,14,1,4,22,0,2,21,31,3,1,0,2,5 +hendeda01,1982,1,SEA,AL,104,324,47,82,17,1,14,48,2,5,36,67,2,0,1,1,5 +henderi01,1982,1,OAK,AL,149,536,119,143,24,4,10,51,130,42,116,94,1,2,0,2,5 +hendest01,1982,1,CHN,NL,92,257,23,60,12,4,2,29,6,5,22,64,3,0,3,1,4 +hendrge01,1982,1,SLN,NL,136,515,65,145,20,5,19,104,3,2,37,80,8,1,1,14,13 +henketo01,1982,1,TEX,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hernake01,1982,1,SLN,NL,160,579,79,173,33,6,7,94,19,11,100,67,19,2,1,12,10 +hernale01,1982,1,BAL,AL,2,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +hernape01,1982,1,TOR,AL,8,9,1,0,0,0,0,0,0,0,0,3,0,0,0,0,1 +hernawi01,1982,1,CHN,NL,75,3,1,0,0,0,0,0,1,0,1,3,0,0,1,0,0 +herndla01,1982,1,DET,AL,157,614,92,179,21,13,23,88,12,9,38,92,3,1,2,4,20 +herrto01,1982,1,SLN,NL,135,493,83,131,19,4,0,36,25,12,57,56,2,2,3,5,5 +hickeke01,1982,1,CHA,AL,60,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hillma01,1982,1,CHA,AL,53,88,9,23,2,0,3,13,0,0,6,13,0,1,2,1,4 +hinshge01,1982,1,SDN,NL,6,15,1,4,0,0,0,1,0,0,3,5,1,0,0,0,0 +hislela01,1982,1,ML4,AL,9,31,7,4,0,0,2,5,0,0,5,13,0,0,0,0,2 +hobsobu01,1982,1,NYA,AL,30,58,2,10,2,0,0,3,0,0,1,14,0,0,0,1,2 +hodgero01,1982,1,NYN,NL,80,228,26,56,12,1,5,27,4,3,41,40,6,0,5,2,5 +hoffmgl01,1982,1,BOS,AL,150,469,53,98,23,2,7,49,0,4,30,69,5,5,5,4,15 +hollaal01,1982,1,SFN,NL,58,34,0,2,0,0,0,0,0,0,0,15,0,0,3,0,1 +holmasc01,1982,1,NYN,NL,4,9,1,2,0,0,0,1,0,0,0,3,0,0,1,0,1 +honeyri01,1982,1,TEX,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hooddo01,1982,1,KCA,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hootobu01,1982,1,LAN,NL,21,35,3,3,1,0,1,1,0,0,0,5,0,0,6,0,0 +hornebo01,1982,1,ATL,NL,140,499,85,130,24,0,32,97,3,5,66,75,3,4,0,3,13 +hosteda01,1982,1,TEX,AL,113,418,53,97,12,3,22,67,2,2,42,113,3,1,0,5,14 +houghch01,1982,1,TEX,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +housepa02,1982,1,CIN,NL,138,417,40,88,11,5,9,34,17,11,30,77,5,2,3,3,6 +howarmi01,1982,1,NYN,NL,33,39,5,7,0,0,1,3,2,0,6,7,0,1,1,1,0 +howear01,1982,1,HOU,NL,110,365,29,87,15,1,5,38,2,0,41,45,15,1,4,3,10 +howelja01,1982,1,NYA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +howelro02,1982,1,ML4,AL,98,300,31,78,11,2,4,38,0,2,21,39,2,0,1,4,2 +howest01,1982,1,LAN,NL,66,7,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +hoytla01,1982,1,CHA,AL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hraboal01,1982,1,ATL,NL,31,3,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +hrbekke01,1982,1,MIN,AL,140,532,82,160,21,4,23,92,3,1,54,80,12,0,1,4,17 +hubbagl01,1982,1,ATL,NL,145,532,75,132,25,1,9,59,4,3,59,62,5,3,20,4,5 +humeto01,1982,1,CIN,NL,46,5,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +hurdlcl01,1982,1,CIN,NL,19,34,2,7,1,0,0,1,0,1,2,6,2,1,0,0,1 +hurstbr01,1982,1,BOS,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +iorgda01,1982,1,SLN,NL,102,238,17,70,14,1,0,34,0,1,23,23,3,0,0,3,11 +iorgga01,1982,1,TOR,AL,129,417,45,119,20,5,1,36,3,2,12,38,2,4,2,7,6 +irelati01,1982,1,KCA,AL,7,7,2,1,0,0,0,0,0,0,1,1,0,0,0,0,0 +iviemi01,1982,1,HOU,NL,7,6,0,2,0,0,0,0,0,0,1,0,0,0,0,0,0 +iviemi01,1982,2,DET,AL,80,259,35,60,12,1,14,38,0,0,24,51,3,2,0,3,5 +jacksda01,1982,1,MIN,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jacksgr01,1982,1,KCA,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jacksgr01,1982,2,PIT,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jacksre01,1982,1,CAL,AL,153,530,92,146,17,1,39,101,4,5,85,156,12,2,0,4,10 +jacksro02,1982,1,CAL,AL,53,142,15,47,6,0,2,19,0,1,10,12,0,2,4,1,3 +jacksro03,1982,1,TOR,AL,48,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jamesbo01,1982,1,MON,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jamesbo01,1982,2,DET,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jenkife01,1982,1,CHN,NL,34,67,2,10,2,0,0,6,0,0,0,23,0,0,12,1,0 +johnsbo04,1982,1,TEX,AL,20,56,4,7,2,0,2,7,0,1,3,22,0,1,2,0,3 +johnscl01,1982,1,OAK,AL,73,214,19,51,10,0,7,31,1,2,26,41,2,2,0,2,3 +johnsho01,1982,1,DET,AL,54,155,23,49,5,0,4,14,7,4,16,30,1,1,1,0,3 +johnsja01,1982,1,LAN,NL,21,13,1,1,1,0,0,2,0,0,5,2,1,0,0,1,0 +johnsja01,1982,2,CHN,NL,98,269,39,67,13,1,10,43,0,2,40,41,8,0,1,3,3 +johnsla02,1982,1,TEX,AL,105,324,37,84,11,0,7,38,3,5,31,40,0,1,2,0,13 +johnsra03,1982,1,MIN,AL,89,234,26,58,10,0,10,33,0,0,30,46,2,0,0,7,3 +johnsra04,1982,1,ATL,NL,27,46,5,11,5,0,0,6,0,1,6,4,1,2,1,1,1 +johnsro03,1982,1,KCA,AL,8,14,2,4,2,0,0,0,0,0,4,3,0,0,0,0,0 +johnsro04,1982,1,MON,NL,17,32,2,7,2,0,0,2,0,0,1,6,0,0,0,1,0 +johnsto03,1982,1,TOR,AL,70,98,17,23,2,1,3,14,3,13,11,26,1,0,1,1,1 +johnswa03,1982,1,MON,NL,36,57,5,11,0,2,0,2,4,1,5,5,0,0,0,0,0 +johnto01,1982,1,NYA,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnto01,1982,2,CAL,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jonesdo01,1982,1,ML4,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jonesje01,1982,1,OAK,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jonesly01,1982,1,DET,AL,58,139,15,31,3,1,0,14,0,2,7,14,0,0,3,1,2 +jonesra01,1982,1,NYN,NL,28,27,1,4,0,0,0,0,0,0,3,10,0,0,2,0,0 +jonesru01,1982,1,SDN,NL,116,424,69,120,20,2,12,61,18,15,62,90,11,1,3,3,4 +jorgemi01,1982,1,NYN,NL,120,114,16,29,6,0,2,14,2,0,21,24,3,0,1,0,2 +juraked01,1982,1,BOS,AL,12,21,3,7,0,0,0,7,0,0,2,4,0,0,0,1,0 +kaatji01,1982,1,SLN,NL,62,12,0,0,0,0,0,0,0,0,1,4,0,0,0,0,0 +kaufmcu01,1982,1,NYA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kearnbo01,1982,1,OAK,AL,22,71,7,12,3,0,0,5,0,0,3,10,0,2,0,2,1 +keeneje01,1982,1,SLN,NL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kellemi02,1982,1,DET,AL,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kellemi02,1982,2,CAL,AL,34,49,9,8,1,0,0,1,1,1,5,5,0,1,3,0,5 +kempst01,1982,1,CHA,AL,160,580,91,166,23,1,19,98,7,7,89,83,8,3,1,6,8 +kenneju01,1982,1,CHN,NL,105,242,22,53,3,1,2,25,1,4,21,34,1,0,5,3,9 +kennete02,1982,1,SDN,NL,153,562,75,166,42,1,21,97,1,0,26,91,9,5,3,8,7 +keougma02,1982,1,OAK,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kernji01,1982,1,CIN,NL,50,7,0,0,0,0,0,0,0,0,1,5,0,0,0,0,0 +kernji01,1982,2,CHA,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kingmbr01,1982,1,OAK,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kingmda01,1982,1,NYN,NL,149,535,80,109,9,1,37,99,4,0,59,156,9,4,3,6,11 +kinnede01,1982,1,OAK,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kisonbr01,1982,1,CAL,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kittlro01,1982,1,CHA,AL,20,29,3,7,2,0,1,7,0,0,3,12,0,0,0,0,0 +kluttmi01,1982,1,OAK,AL,55,157,10,28,8,0,0,14,0,0,9,18,0,0,3,1,4 +kneppbo01,1982,1,HOU,NL,33,52,2,3,1,0,0,0,0,0,4,25,0,0,6,0,0 +kniceal01,1982,1,HOU,NL,59,133,10,25,2,0,2,12,0,1,14,30,3,1,1,0,4 +knighra01,1982,1,HOU,NL,158,609,72,179,36,6,6,70,2,5,48,58,9,5,1,13,16 +koosmje01,1982,1,CHA,AL,42,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kraveke01,1982,1,CHN,NL,13,3,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +krencwa01,1982,1,CIN,NL,94,187,19,53,6,1,2,21,5,3,13,23,1,0,1,4,3 +krukomi01,1982,1,PHI,NL,33,72,3,13,1,0,0,2,0,0,0,19,0,0,5,0,0 +kuipedu01,1982,1,SFN,NL,107,218,26,61,9,1,0,17,2,2,32,24,0,2,4,1,8 +kuntzru01,1982,1,CHA,AL,21,26,4,5,1,0,0,3,0,0,2,8,0,0,0,0,1 +lacorfr01,1982,1,HOU,NL,55,7,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +lacosmi01,1982,1,HOU,NL,41,24,2,6,1,0,0,0,0,0,1,8,0,0,3,0,0 +lacyle01,1982,1,PIT,NL,121,359,66,112,16,3,5,31,40,15,32,57,4,1,2,1,7 +laddpe01,1982,1,ML4,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lafraro01,1982,1,BOS,AL,8,10,1,4,1,0,0,1,0,0,0,0,0,0,0,0,0 +lagami01,1982,1,DET,AL,27,88,6,23,9,0,3,11,1,0,4,23,0,0,0,0,1 +lahtije01,1982,1,SLN,NL,33,13,0,1,0,0,0,0,0,1,0,8,0,0,0,0,0 +lampde01,1982,1,CHA,AL,44,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lanceri01,1982,1,SDN,NL,17,39,2,7,2,0,0,4,0,0,2,8,0,0,0,0,0 +landera01,1982,1,CIN,NL,73,111,11,21,3,0,1,9,2,0,8,14,1,1,7,0,6 +landrke01,1982,1,LAN,NL,129,461,71,131,23,7,7,50,31,10,39,54,2,4,8,6,7 +landrti01,1982,1,SLN,NL,79,72,12,20,3,0,2,14,0,1,8,18,0,1,3,0,1 +langfri01,1982,1,OAK,AL,33,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lansfca01,1982,1,BOS,AL,128,482,65,145,28,4,11,63,9,4,46,48,2,2,1,8,15 +lansfjo01,1982,1,SDN,NL,13,22,6,4,0,0,0,3,0,1,6,4,0,0,0,1,0 +lapoida01,1982,1,SLN,NL,42,38,2,2,0,0,0,1,0,0,1,18,0,0,8,0,1 +larocda01,1982,1,NYA,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +larsoda01,1982,1,CHN,NL,12,11,2,3,0,0,0,0,0,0,0,2,0,0,0,0,0 +laskebi01,1982,1,SFN,NL,32,62,1,8,0,0,0,4,0,1,2,34,0,0,4,0,1 +laudnti01,1982,1,MIN,AL,93,306,37,78,19,1,7,33,0,2,34,74,2,0,2,1,6 +lavelga01,1982,1,SFN,NL,68,13,1,2,1,0,0,2,0,0,0,4,0,0,2,0,0 +lawleto01,1982,1,CIN,NL,49,165,19,35,6,0,0,4,16,5,9,30,0,0,2,0,5 +lawru01,1982,1,CHA,AL,121,336,55,107,15,8,3,32,36,10,23,41,0,0,3,1,5 +lawva01,1982,1,CHA,AL,114,359,40,101,20,1,5,54,4,2,26,46,1,1,7,5,10 +leach01,1982,1,MON,NL,27,65,0,8,1,0,0,2,0,0,5,22,0,0,1,0,4 +leachri01,1982,1,DET,AL,82,218,23,52,7,2,3,12,4,0,21,29,2,0,4,2,2 +leachte01,1982,1,NYN,NL,21,8,0,1,0,0,0,0,0,0,0,5,0,0,1,0,0 +leallu01,1982,1,TOR,AL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leebi03,1982,1,MON,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lefebjo01,1982,1,SDN,NL,102,239,25,57,9,0,4,21,0,0,18,50,2,1,4,2,3 +lefloro01,1982,1,CHA,AL,91,334,58,96,15,4,4,25,28,14,22,91,1,0,0,1,4 +leibrch01,1982,1,CIN,NL,36,25,1,2,0,0,0,1,0,0,1,13,0,0,4,0,1 +lemasjo01,1982,1,SFN,NL,130,436,34,94,14,1,2,30,13,4,31,78,10,0,5,2,14 +lemonch01,1982,1,DET,AL,125,436,75,116,20,1,19,52,1,4,56,69,2,15,4,1,13 +leonade01,1982,1,KCA,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leonaje01,1982,1,SFN,NL,80,278,32,72,16,1,9,49,18,5,19,65,2,2,0,5,11 +lerchra01,1982,1,ML4,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lerchra01,1982,2,MON,NL,6,8,0,2,0,0,0,0,0,0,0,2,0,0,0,0,0 +leslebr01,1982,1,CIN,NL,28,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lewalde01,1982,1,CLE,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lewisji01,1982,1,NYA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lezcasi01,1982,1,SDN,NL,138,470,73,136,26,6,16,84,2,1,78,69,10,2,2,7,11 +linarru01,1982,1,ATL,NL,77,191,28,57,7,1,2,17,5,2,7,29,0,1,0,1,10 +littema01,1982,1,SLN,NL,16,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +littlbr01,1982,1,MON,NL,29,42,6,9,0,0,0,3,2,1,4,6,0,0,0,1,1 +littlje01,1982,1,MIN,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lollati01,1982,1,SDN,NL,36,85,12,21,1,1,3,11,0,0,5,26,0,0,2,0,2 +lopesda01,1982,1,OAK,AL,128,450,58,109,19,3,11,42,28,12,40,51,1,1,2,3,14 +lopezau01,1982,1,DET,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +loucksc01,1982,1,HOU,NL,44,49,6,11,2,0,0,3,4,1,3,17,0,0,0,0,1 +lovigja01,1982,1,CHA,AL,15,31,5,6,0,0,0,2,2,1,1,4,0,0,1,0,0 +lowenjo01,1982,1,BAL,AL,122,322,69,103,15,2,24,66,7,6,54,59,10,1,3,4,6 +lucasga01,1982,1,SDN,NL,65,14,0,0,0,0,0,1,0,0,1,8,0,0,3,0,0 +luzingr01,1982,1,CHA,AL,159,583,87,170,37,1,18,102,1,1,89,120,11,6,0,8,19 +lylesp01,1982,1,PHI,NL,34,2,0,1,0,0,0,1,0,0,1,1,0,0,0,0,0 +lylesp01,1982,2,CHA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lynched01,1982,1,NYN,NL,43,33,2,0,0,0,0,0,0,0,1,18,0,0,3,0,0 +lynnfr01,1982,1,CAL,AL,138,472,89,141,38,1,21,86,7,8,58,72,4,3,5,7,9 +maddoga01,1982,1,PHI,NL,119,412,39,117,27,2,8,61,7,5,12,32,0,0,2,2,12 +madlobi01,1982,1,PIT,NL,154,568,92,181,33,3,19,95,18,6,48,39,16,4,1,13,12 +mahlemi01,1982,1,CAL,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mahleri01,1982,1,ATL,NL,39,58,5,11,0,0,1,4,0,0,4,17,0,0,11,0,0 +maldoca01,1982,1,LAN,NL,6,4,0,0,0,0,0,0,0,0,1,2,1,0,0,0,0 +malerji01,1982,1,SEA,AL,64,221,18,50,8,3,4,26,0,0,12,35,3,3,2,1,4 +mankoph01,1982,1,NYN,NL,13,35,2,8,1,0,0,4,0,1,1,6,0,0,0,2,2 +manniri01,1982,1,CLE,AL,152,562,71,152,18,2,8,44,12,8,54,60,5,0,2,1,11 +manueje01,1982,1,SDN,NL,2,5,0,1,0,1,0,1,0,0,1,0,0,0,0,0,0 +marshmi02,1982,1,LAN,NL,49,95,10,23,3,0,5,9,2,0,13,23,1,1,0,1,1 +martibu01,1982,1,TOR,AL,96,260,26,63,17,0,10,37,1,1,24,34,1,0,2,5,10 +martide01,1982,1,BAL,AL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +martije01,1982,1,KCA,AL,147,519,52,138,22,1,15,65,1,1,38,138,0,2,2,4,8 +martijo05,1982,1,SLN,NL,24,11,1,1,0,0,0,0,0,0,1,3,0,0,2,0,0 +martire01,1982,1,SFN,NL,30,49,4,13,1,1,0,3,1,0,0,13,0,0,6,0,0 +martiti01,1982,1,BAL,AL,76,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +martzra01,1982,1,CHN,NL,28,42,6,6,2,0,0,6,0,0,6,17,0,0,7,0,1 +masonmi01,1982,1,TEX,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +matlajo01,1982,1,TEX,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +matthga01,1982,1,PHI,NL,162,616,89,173,31,1,19,83,21,4,66,87,1,2,0,6,23 +mattido01,1982,1,NYA,AL,7,12,0,2,0,0,0,1,0,0,0,1,0,0,0,1,2 +matusle01,1982,1,PHI,NL,25,39,1,3,1,0,0,3,0,1,1,10,0,1,0,1,3 +maybejo01,1982,1,TOR,AL,17,33,7,9,0,0,2,3,0,0,7,5,1,1,0,1,0 +maybejo01,1982,2,NYA,AL,69,215,20,45,7,0,8,27,0,0,28,38,2,5,0,1,7 +mayle01,1982,1,KCA,AL,42,91,12,28,5,2,3,12,0,0,14,18,1,0,0,2,0 +maymi01,1982,1,SFN,NL,114,395,29,104,19,0,9,39,0,1,28,38,8,0,5,1,4 +mayru01,1982,1,NYA,AL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mazzile01,1982,1,TEX,AL,58,195,23,47,8,0,4,17,11,6,28,26,0,1,0,0,4 +mazzile01,1982,2,NYA,AL,37,128,20,34,2,0,6,17,2,3,15,15,0,1,0,0,2 +mcbriba01,1982,1,CLE,AL,27,85,8,31,3,3,0,13,2,2,2,12,1,0,0,1,2 +mccatst01,1982,1,OAK,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcclubo01,1982,1,ML4,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcgafan01,1982,1,SFN,NL,4,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +mcgeewi01,1982,1,SLN,NL,123,422,43,125,12,8,4,56,24,12,12,58,2,2,2,1,9 +mcgloly01,1982,1,NYA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcgratu01,1982,1,PHI,NL,34,2,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0 +mcgresc01,1982,1,BAL,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mchenva01,1982,1,SEA,AL,3,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mckayda01,1982,1,OAK,AL,78,212,25,42,4,1,4,17,6,1,11,35,0,0,0,3,0 +mclaubo01,1982,1,OAK,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mclaujo01,1982,1,TOR,AL,44,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcraeha01,1982,1,KCA,AL,159,613,91,189,46,8,27,133,4,4,55,61,7,5,1,2,8 +mcwilla01,1982,1,ATL,NL,27,6,0,1,0,0,0,0,0,0,1,5,0,0,1,0,0 +mcwilla01,1982,2,PIT,NL,20,32,1,6,0,0,0,0,0,0,0,12,0,0,9,0,0 +medicdo01,1982,1,TEX,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +medicdo01,1982,2,ML4,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mendoma01,1982,1,TEX,AL,12,17,1,2,0,0,0,0,0,0,0,4,0,0,1,0,1 +mercaor01,1982,1,SEA,AL,9,17,1,2,0,0,1,6,0,0,0,5,0,0,0,0,0 +meyerda01,1982,1,OAK,AL,120,383,28,92,17,3,8,59,1,1,18,33,3,0,3,5,6 +milbola01,1982,1,NYA,AL,14,27,2,4,1,0,0,0,0,1,1,4,0,0,0,0,0 +milbola01,1982,2,MIN,AL,29,98,9,23,1,1,0,1,1,1,7,8,0,0,0,1,5 +milbola01,1982,3,CLE,AL,82,291,29,80,11,4,2,25,2,5,12,20,0,2,7,7,10 +milleed04,1982,1,DET,AL,14,25,3,1,0,0,0,0,0,3,4,4,0,3,1,0,0 +milleri01,1982,1,BOS,AL,135,409,50,104,13,2,4,38,5,6,40,41,2,2,4,1,7 +millsbr01,1982,1,MON,NL,54,67,6,15,3,0,1,2,0,0,5,11,0,0,1,0,3 +milneed01,1982,1,CIN,NL,113,407,61,109,23,5,4,31,18,12,41,40,1,2,2,0,7 +milnejo01,1982,1,MON,NL,26,28,1,3,0,0,0,2,0,0,4,2,0,0,0,1,1 +milnejo01,1982,2,PIT,NL,33,25,5,6,2,0,2,8,1,0,6,3,1,1,0,0,0 +mintogr01,1982,1,SFN,NL,78,17,2,3,1,0,0,1,0,0,0,7,0,0,1,1,0 +mirabpa01,1982,1,TEX,AL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mitchbo03,1982,1,MIN,AL,124,454,48,113,11,6,2,28,8,9,54,53,4,2,2,1,6 +moffira01,1982,1,HOU,NL,30,2,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +molinbo01,1982,1,CHN,NL,65,66,6,13,1,0,1,12,1,1,6,5,1,0,0,0,0 +molinbo01,1982,2,PHI,NL,19,14,0,4,0,0,0,2,1,0,3,1,1,0,0,0,0 +molitpa01,1982,1,ML4,AL,160,666,136,201,26,8,19,71,41,9,69,93,1,1,10,5,9 +mondari01,1982,1,LAN,NL,104,210,37,54,6,4,11,42,2,1,39,51,6,1,1,3,3 +moneydo01,1982,1,ML4,AL,96,275,40,78,14,3,16,55,0,2,32,38,2,1,5,0,4 +mongesi01,1982,1,PHI,NL,47,9,1,1,0,0,0,0,0,0,1,5,0,0,2,0,0 +montawi01,1982,1,PIT,NL,36,32,4,9,1,0,0,1,0,0,3,3,3,0,0,0,2 +montawi01,1982,2,PHI,NL,18,16,0,1,0,0,0,1,0,0,1,3,0,0,0,0,0 +montejo01,1982,1,SDN,NL,32,58,2,5,1,0,0,2,0,0,4,30,0,0,6,0,1 +moorech02,1982,1,ML4,AL,133,456,53,116,22,4,6,45,2,10,29,49,2,1,4,2,11 +mooredo01,1982,1,ATL,NL,16,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +mooreke01,1982,1,OAK,AL,21,67,6,15,1,1,2,6,0,1,3,23,0,0,0,2,2 +mooremi01,1982,1,SEA,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +moralje01,1982,1,CHN,NL,65,116,14,33,2,2,4,30,1,2,9,7,1,0,0,1,5 +moraljo01,1982,1,BAL,AL,3,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +moraljo01,1982,2,LAN,NL,35,30,1,9,1,0,1,8,0,0,4,8,0,0,0,0,1 +morelke01,1982,1,CHN,NL,138,476,50,124,17,2,15,68,0,6,46,71,8,3,1,6,9 +morenan01,1982,1,CAL,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +morenjo01,1982,1,CAL,AL,11,3,3,0,0,0,0,0,0,2,2,0,0,0,0,0,0 +morenom01,1982,1,PIT,NL,158,645,82,158,18,9,3,44,60,26,44,121,2,1,10,6,6 +morgajo02,1982,1,SFN,NL,134,463,68,134,19,4,14,61,24,4,85,60,4,2,1,3,3 +morgami01,1982,1,NYA,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +morrija02,1982,1,DET,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +morriji01,1982,1,CHA,AL,51,166,17,37,7,3,7,19,0,1,13,15,0,0,1,0,5 +morriji01,1982,2,PIT,NL,44,86,10,24,4,1,4,15,2,0,5,14,0,0,2,3,4 +mosebll01,1982,1,TOR,AL,147,487,51,115,20,9,9,52,11,7,33,106,3,8,3,2,10 +mosesjo01,1982,1,SEA,AL,22,44,7,14,5,1,1,3,5,1,4,5,0,0,0,0,0 +moskapa01,1982,1,PIT,NL,13,11,1,1,0,0,0,0,0,0,0,2,0,0,1,0,1 +motama01,1982,1,LAN,NL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mullira01,1982,1,TOR,AL,112,311,32,76,25,0,4,35,3,2,37,49,1,1,3,1,10 +mumphje01,1982,1,NYA,AL,123,477,76,143,24,10,9,68,11,3,50,66,4,0,3,3,17 +murast01,1982,1,SLN,NL,35,53,3,3,0,0,0,3,0,0,1,10,0,1,10,0,1 +murcebo01,1982,1,NYA,AL,65,141,12,32,6,0,7,30,2,1,12,15,2,1,0,2,4 +murphda05,1982,1,ATL,NL,162,598,113,168,23,2,36,109,23,11,93,134,9,3,0,4,10 +murphdw01,1982,1,OAK,AL,151,543,84,129,15,1,27,94,26,8,94,122,2,3,12,8,8 +murrada01,1982,1,TOR,AL,56,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +murraed02,1982,1,BAL,AL,151,550,87,174,30,1,32,110,7,2,70,82,18,1,0,6,17 +mussero01,1982,1,SEA,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nahorbi01,1982,1,CLE,AL,39,94,6,21,5,1,4,18,0,0,2,9,0,0,1,1,3 +nelsoge01,1982,1,SEA,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nettlgr01,1982,1,NYA,AL,122,405,47,94,11,2,18,55,1,5,51,49,4,1,0,4,11 +newmaje01,1982,1,OAK,AL,72,251,19,50,11,0,6,30,0,1,14,49,1,0,1,2,7 +nichore01,1982,1,BOS,AL,92,245,35,74,16,1,7,33,5,3,14,28,1,1,4,1,3 +nicosst01,1982,1,PIT,NL,39,100,6,28,3,0,1,7,0,1,11,13,4,0,2,1,1 +niedeto01,1982,1,LAN,NL,55,3,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +niekrjo01,1982,1,HOU,NL,35,89,2,8,2,0,0,5,0,0,1,30,0,0,7,1,1 +niekrph01,1982,1,ATL,NL,35,87,6,17,4,0,1,7,0,0,0,16,0,0,3,1,4 +niemara01,1982,1,PIT,NL,20,2,1,2,0,0,0,0,0,0,0,0,0,0,0,0,0 +nolanjo01,1982,1,BAL,AL,77,219,24,51,7,1,6,35,1,1,16,35,1,0,1,6,5 +nolesdi01,1982,1,CHN,NL,31,56,5,6,3,0,0,2,0,0,1,35,0,0,4,1,1 +nordhwa01,1982,1,TOR,AL,44,115,8,32,3,0,1,14,0,2,9,13,1,0,0,1,4 +nordhwa01,1982,2,PIT,NL,1,4,0,2,0,0,0,2,0,0,0,1,0,0,0,0,0 +nordhwa01,1982,3,TOR,AL,28,70,4,18,3,0,0,6,0,0,1,9,0,0,0,1,2 +normada01,1982,1,MON,NL,53,66,6,14,3,0,2,7,0,1,7,20,0,0,0,0,0 +normane01,1982,1,PIT,NL,3,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +norrimi01,1982,1,OAK,AL,29,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nunezed01,1982,1,SEA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nymanch01,1982,1,CHA,AL,28,65,6,16,1,0,0,2,3,2,3,9,0,0,2,0,3 +oberkke01,1982,1,SLN,NL,137,470,55,136,22,5,2,34,11,9,40,31,6,1,3,2,11 +oberrmi01,1982,1,CIN,NL,21,45,5,10,2,0,0,3,0,0,10,13,0,0,0,0,1 +obriepe03,1982,1,TEX,AL,20,67,13,16,4,1,4,13,1,0,6,8,0,0,0,1,0 +oconnja02,1982,1,MIN,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +oestero01,1982,1,CIN,NL,151,549,63,143,19,4,9,47,5,6,35,82,8,0,8,3,16 +officro01,1982,1,MON,NL,3,3,0,1,1,0,0,0,0,0,0,1,0,0,0,0,0 +oglivbe01,1982,1,ML4,AL,159,602,92,147,22,1,34,102,3,5,70,81,13,4,0,1,6 +ojedabo01,1982,1,BOS,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +oliveal01,1982,1,MON,NL,160,617,90,204,43,2,22,109,5,2,61,59,15,4,1,4,11 +omallto01,1982,1,SFN,NL,92,291,26,80,12,4,2,27,0,3,33,39,9,1,1,1,11 +oroscje01,1982,1,NYN,NL,54,14,0,2,0,0,0,0,0,0,0,4,0,0,0,0,1 +ortajo01,1982,1,LAN,NL,86,115,13,25,5,0,2,8,0,1,12,13,3,1,0,1,1 +ortizju01,1982,1,PIT,NL,7,15,1,3,1,0,0,0,0,0,1,3,0,0,0,0,1 +otisam01,1982,1,KCA,AL,125,475,73,136,25,3,11,88,9,5,37,65,3,2,1,9,17 +owchibo01,1982,1,OAK,AL,54,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +owenla01,1982,1,ATL,NL,2,3,1,1,1,0,0,0,0,0,0,1,0,0,0,0,0 +ownberi01,1982,1,NYN,NL,9,15,3,3,0,0,0,1,0,0,2,4,0,0,1,0,0 +paceljo01,1982,1,NYA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +paceljo01,1982,2,MIN,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pacioto01,1982,1,CHA,AL,104,382,49,119,27,4,11,55,3,3,24,53,3,9,1,6,6 +pagelka01,1982,1,CLE,AL,23,18,3,3,0,0,0,2,0,0,7,11,1,0,0,0,0 +pagemi02,1982,1,OAK,AL,31,78,14,20,5,0,4,7,3,4,7,24,1,2,0,0,3 +palmeda01,1982,1,MON,NL,13,24,2,1,0,0,0,0,0,0,0,7,0,0,3,0,0 +palmeji01,1982,1,BAL,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pariske01,1982,1,SLN,NL,12,29,1,3,0,0,0,1,0,0,0,7,0,0,0,1,1 +parkeda01,1982,1,PIT,NL,73,244,41,66,19,3,6,29,7,5,22,45,2,1,0,3,7 +parrila01,1982,1,TEX,AL,128,440,59,116,15,0,17,62,5,2,30,84,0,4,0,4,12 +parrila02,1982,1,DET,AL,133,486,75,138,19,2,32,87,3,4,40,99,5,1,0,2,5 +pashnla01,1982,1,DET,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pastofr01,1982,1,CIN,NL,31,58,3,10,2,0,1,3,0,0,1,17,0,0,5,0,0 +pattemi01,1982,1,NYA,AL,11,16,3,3,1,0,1,1,1,0,2,6,0,0,0,0,0 +penaal01,1982,1,LAN,NL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +penato01,1982,1,PIT,NL,138,497,53,147,28,4,11,63,2,5,17,57,3,4,3,2,17 +percoja01,1982,1,CLE,AL,93,219,27,52,4,4,0,15,9,3,22,25,1,0,7,3,1 +perezpa01,1982,1,ATL,NL,16,18,2,3,2,0,0,0,0,0,3,6,0,0,5,0,0 +perezto01,1982,1,BOS,AL,69,196,18,51,14,2,6,31,0,1,19,48,3,0,0,0,6 +perkibr01,1982,1,SDN,NL,125,347,32,94,10,4,2,34,2,1,26,20,10,3,3,2,6 +perryga01,1982,1,SEA,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +petrage01,1982,1,TOR,AL,16,44,3,16,2,0,0,1,0,0,4,6,0,0,1,0,1 +petryda01,1982,1,DET,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pettiga01,1982,1,CAL,AL,10,5,5,1,0,0,1,1,0,0,0,2,0,0,0,0,0 +pettijo01,1982,1,SFN,NL,29,39,5,8,1,0,0,2,0,1,3,4,0,0,1,0,1 +phelpke01,1982,1,MON,NL,10,8,0,2,0,0,0,0,0,0,0,3,0,1,0,0,0 +phillmi01,1982,1,MON,NL,14,8,0,1,0,0,0,1,0,0,0,3,0,0,0,1,0 +phillto02,1982,1,OAK,AL,40,81,11,17,2,2,0,8,2,3,12,26,0,2,5,0,0 +picciro01,1982,1,OAK,AL,18,49,3,11,1,0,0,3,1,0,1,10,0,0,3,0,0 +picciro01,1982,2,ML4,AL,22,21,7,6,1,0,0,1,0,0,1,4,0,0,1,0,0 +pinielo01,1982,1,NYA,AL,102,261,33,80,17,1,6,37,0,1,18,18,6,1,2,1,12 +pittmjo01,1982,1,HOU,NL,15,10,0,2,1,0,0,0,0,0,0,2,0,0,1,0,0 +pittmjo01,1982,2,SDN,NL,55,118,16,30,2,0,0,7,8,3,9,13,2,0,2,0,3 +pladsgo01,1982,1,HOU,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pocorbi01,1982,1,ATL,NL,56,120,5,33,7,0,2,22,0,0,13,12,2,1,0,0,2 +poqueto01,1982,1,KCA,AL,24,62,4,9,1,0,0,3,1,0,4,5,0,1,1,1,0 +portebo02,1982,1,ATL,NL,24,27,1,3,0,0,0,0,0,0,1,9,0,0,1,0,0 +portech01,1982,1,ML4,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +porteda02,1982,1,SLN,NL,120,373,46,86,18,5,12,48,1,1,66,66,6,2,1,3,8 +powelho01,1982,1,TOR,AL,112,265,43,73,13,4,3,26,4,4,12,23,2,0,0,3,4 +powerte01,1982,1,LAN,NL,12,6,0,0,0,0,0,0,0,0,0,5,0,0,1,0,0 +pricejo02,1982,1,CIN,NL,59,3,0,1,0,0,0,0,0,0,0,1,0,0,2,0,0 +prolymi01,1982,1,CHN,NL,44,14,0,4,1,0,0,1,0,0,0,1,0,0,5,0,0 +pruitro01,1982,1,SFN,NL,5,4,1,2,1,0,0,2,0,0,1,1,1,0,0,0,0 +pryorgr01,1982,1,KCA,AL,73,152,23,41,10,1,2,12,2,0,10,20,0,0,4,0,5 +puhlte01,1982,1,HOU,NL,145,507,64,133,17,9,8,50,17,9,51,49,2,2,5,2,6 +pujollu01,1982,1,HOU,NL,65,176,8,35,6,2,4,15,0,3,10,40,2,0,5,0,4 +puleoch01,1982,1,NYN,NL,36,48,3,6,0,0,0,0,0,0,2,18,0,0,6,0,0 +putnapa01,1982,1,TEX,AL,43,122,14,28,8,0,2,9,0,2,10,18,1,1,0,0,3 +quirkja01,1982,1,KCA,AL,36,78,8,18,3,0,1,5,0,0,3,15,0,0,0,1,2 +quiseda01,1982,1,KCA,AL,72,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rabbjo01,1982,1,SFN,NL,2,2,0,1,0,1,0,0,0,0,0,1,0,0,0,0,0 +rainech01,1982,1,BOS,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +raineti01,1982,1,MON,NL,156,647,90,179,32,8,4,43,78,16,75,83,9,2,6,1,6 +rajsiga01,1982,1,NYN,NL,80,162,17,42,8,3,2,12,1,3,17,40,3,1,2,0,2 +ramirma01,1982,1,SDN,NL,13,23,1,4,1,0,0,1,0,0,2,4,0,0,0,0,0 +ramirra01,1982,1,ATL,NL,157,609,74,169,24,4,10,52,27,14,36,49,7,3,16,5,10 +ramosbo01,1982,1,NYA,AL,4,11,1,1,0,0,1,2,0,0,0,3,0,0,0,0,0 +ramosdo01,1982,1,SEA,AL,8,26,3,4,2,0,0,1,0,0,3,2,0,0,1,0,0 +ramsemi01,1982,1,SLN,NL,112,256,18,59,8,2,1,21,6,5,22,34,3,1,11,0,7 +randlle01,1982,1,SEA,AL,30,46,10,8,2,0,0,1,2,2,4,4,0,0,1,0,1 +randowi01,1982,1,NYA,AL,144,553,85,155,21,4,3,36,16,9,75,35,3,3,10,2,13 +ransoje01,1982,1,SFN,NL,15,44,5,7,0,0,0,3,0,0,6,7,0,0,0,1,3 +rasmuer01,1982,1,SLN,NL,8,3,0,0,0,0,0,0,0,0,1,1,0,0,1,0,0 +rawlesh01,1982,1,NYA,AL,47,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rayfofl01,1982,1,BAL,AL,34,53,7,7,0,0,3,5,0,1,6,14,0,0,0,0,0 +rayjo01,1982,1,PIT,NL,162,647,79,182,30,7,7,63,16,7,36,34,1,1,13,5,8 +rayla01,1982,1,HOU,NL,5,6,0,1,0,0,0,1,0,0,0,4,0,0,0,1,0 +reardje01,1982,1,MON,NL,75,10,0,1,1,0,0,1,0,0,0,8,0,0,1,0,0 +redfepe01,1982,1,MIN,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +redusga01,1982,1,CIN,NL,20,83,12,18,3,2,1,7,11,2,5,21,0,0,0,1,0 +reedje01,1982,1,PHI,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reedje01,1982,2,CLE,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reedro01,1982,1,PHI,NL,57,12,0,4,1,0,0,3,0,0,2,4,0,0,1,1,0 +reitzke01,1982,1,PIT,NL,7,10,0,0,0,0,0,0,0,0,0,4,0,1,0,0,0 +remyje01,1982,1,BOS,AL,155,636,89,178,22,3,0,47,16,9,55,77,1,2,18,5,14 +renkost01,1982,1,CAL,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reussje01,1982,1,LAN,NL,39,77,8,17,3,0,0,3,0,0,2,28,0,0,16,0,4 +reverda01,1982,1,NYA,AL,14,40,2,6,2,0,0,2,0,0,3,4,2,0,0,1,3 +reverda01,1982,2,TOR,AL,55,135,15,29,6,0,5,18,0,3,22,30,1,0,0,2,2 +reverda01,1982,3,SEA,AL,29,82,8,17,3,1,3,12,0,0,9,17,0,0,0,1,3 +reynocr01,1982,1,HOU,NL,54,118,16,30,2,3,1,7,3,1,11,9,3,1,3,1,1 +reynoro02,1982,1,NYN,NL,2,4,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +rhoderi01,1982,1,PIT,NL,36,83,10,22,6,0,3,12,0,0,3,8,0,0,2,1,3 +rhombke01,1982,1,CLE,AL,16,18,3,6,0,0,1,1,0,2,2,4,0,0,0,0,0 +riceji01,1982,1,BOS,AL,145,573,86,177,24,5,24,97,0,1,55,98,6,7,0,3,29 +richage01,1982,1,SDN,NL,132,521,63,149,13,8,3,28,30,20,36,52,1,2,1,2,5 +richami01,1982,1,TEX,AL,119,402,34,97,10,0,3,43,9,1,23,42,1,1,5,4,13 +righeda01,1982,1,NYA,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rincoan01,1982,1,SLN,NL,11,10,3,1,0,0,0,1,0,0,1,6,0,0,1,0,0 +ripkeca01,1982,1,BAL,AL,160,598,90,158,32,5,28,93,3,3,46,95,3,3,2,6,16 +ripleal01,1982,1,CHN,NL,28,38,3,5,0,0,0,1,0,0,0,10,0,0,2,0,1 +riverbo01,1982,1,KCA,AL,5,10,1,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +rivermi01,1982,1,TEX,AL,19,68,6,16,1,1,1,4,0,0,0,7,0,0,0,1,1 +roberan01,1982,1,NYA,AL,44,118,16,26,5,0,2,9,0,0,8,19,0,0,2,0,4 +roberbe01,1982,1,HOU,NL,22,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +roberda06,1982,1,PHI,NL,28,33,2,6,1,0,0,2,0,1,2,8,0,0,1,0,0 +roberle01,1982,1,TEX,AL,31,73,7,17,3,0,1,6,0,0,4,14,1,1,1,1,4 +roberle01,1982,2,TOR,AL,40,105,6,24,4,0,1,5,1,1,7,16,0,0,0,1,3 +robinbi02,1982,1,PIT,NL,31,71,8,17,3,0,4,12,0,1,5,19,3,0,0,1,3 +robinbi02,1982,2,PHI,NL,35,69,6,18,6,0,3,19,1,1,7,15,1,0,0,2,2 +robindo01,1982,1,PIT,NL,43,85,10,24,5,0,2,16,0,0,3,22,0,1,2,1,2 +rodriau01,1982,1,CHA,AL,118,257,24,62,15,1,3,31,0,0,11,35,0,1,8,0,7 +rodried02,1982,1,NYA,AL,3,9,2,3,0,0,0,1,0,0,1,1,0,0,0,0,0 +roeniga01,1982,1,BAL,AL,137,393,58,106,25,1,21,74,6,7,70,73,2,9,5,0,7 +roeniro01,1982,1,LAN,NL,109,143,18,37,8,0,1,12,5,0,21,32,3,2,3,1,2 +rogerst01,1982,1,MON,NL,35,85,3,11,1,0,0,4,0,1,11,32,0,0,12,0,0 +romered01,1982,1,ML4,AL,52,144,18,36,8,0,1,7,0,0,8,16,0,0,3,0,4 +romoen01,1982,1,PIT,NL,46,10,2,3,2,0,0,0,0,0,0,2,0,0,1,0,0 +romovi01,1982,1,LAN,NL,15,5,0,1,0,0,0,0,0,0,0,1,0,0,4,0,0 +roofge01,1982,1,SLN,NL,11,15,3,4,0,0,0,2,2,0,1,4,0,0,0,0,1 +rosepe01,1982,1,PHI,NL,162,634,80,172,25,4,3,54,8,8,66,32,9,7,8,3,12 +rossma01,1982,1,HOU,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rothsla01,1982,1,DET,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +roystje01,1982,1,ATL,NL,108,261,43,77,13,2,2,25,14,6,22,36,1,2,5,3,3 +rozemda01,1982,1,DET,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ruckeda01,1982,1,DET,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rudijo01,1982,1,OAK,AL,71,193,21,41,6,1,5,18,0,0,24,35,0,1,4,1,2 +ruhleve01,1982,1,HOU,NL,31,41,0,4,0,0,0,1,0,1,4,27,0,1,5,0,0 +rungepa01,1982,1,ATL,NL,4,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +russebi01,1982,1,LAN,NL,153,497,64,136,20,2,3,46,10,2,63,30,11,4,8,4,14 +ruthvdi01,1982,1,PHI,NL,33,64,2,7,1,1,0,5,0,1,0,26,0,0,12,1,1 +ryalma01,1982,1,KCA,AL,6,13,0,1,0,0,0,0,0,0,1,3,0,0,0,0,0 +ryanno01,1982,1,HOU,NL,35,83,5,10,0,0,0,3,0,0,5,37,0,0,6,0,1 +sakatle01,1982,1,BAL,AL,136,343,40,89,18,1,6,31,7,4,30,39,2,4,8,4,7 +salazlu01,1982,1,SDN,NL,145,524,55,127,15,5,8,62,32,9,23,80,10,2,5,5,10 +sambijo01,1982,1,HOU,NL,10,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +samplbi01,1982,1,TEX,AL,97,360,56,94,14,2,10,29,10,2,27,35,0,3,8,0,4 +sanchal01,1982,1,PHI,NL,7,14,3,4,1,0,2,4,0,0,0,4,0,0,0,0,0 +sanchlu01,1982,1,CAL,AL,46,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sanchor01,1982,1,SLN,NL,26,37,6,7,0,1,0,3,0,0,5,5,0,0,1,0,0 +sandbry01,1982,1,CHN,NL,156,635,103,172,33,5,7,54,32,12,36,90,3,4,7,5,7 +sandesc01,1982,1,MON,NL,32,57,5,8,3,0,1,6,0,0,2,20,0,1,16,0,1 +sarmima01,1982,1,PIT,NL,35,47,2,9,0,0,0,4,0,0,3,13,0,0,7,0,0 +saucike01,1982,1,DET,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +saxda01,1982,1,LAN,NL,2,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +saxst01,1982,1,LAN,NL,150,638,88,180,23,7,4,47,49,19,49,53,1,2,10,0,10 +schatda01,1982,1,SFN,NL,13,8,0,1,0,0,0,1,0,0,0,4,0,0,0,0,0 +schatda01,1982,2,MON,NL,26,5,0,2,0,0,0,0,0,0,1,2,0,0,0,0,0 +scherbi01,1982,1,CIN,NL,6,2,0,1,0,0,0,0,0,0,1,0,0,0,1,0,0 +schmida01,1982,1,TEX,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schmimi01,1982,1,PHI,NL,148,514,108,144,26,3,35,87,14,7,107,131,17,3,0,7,11 +schroke01,1982,1,TOR,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sciosmi01,1982,1,LAN,NL,129,365,31,80,11,1,5,38,2,0,44,31,11,1,5,4,8 +sconida01,1982,1,CAL,AL,12,13,0,2,0,0,0,2,0,0,2,1,0,0,0,0,2 +scottmi03,1982,1,NYN,NL,37,48,2,7,4,0,0,3,0,0,2,21,0,0,0,0,0 +scottro01,1982,1,MON,NL,14,25,2,5,0,0,0,1,5,0,3,2,0,0,0,0,0 +scottro01,1982,2,NYA,AL,10,26,5,5,0,0,0,0,2,0,4,2,0,0,1,0,1 +scottto01,1982,1,HOU,NL,132,460,43,110,16,3,1,29,18,4,15,56,4,1,3,4,11 +scurrro01,1982,1,PIT,NL,76,21,2,5,0,1,0,1,0,0,0,8,0,0,1,0,0 +seaveto01,1982,1,CIN,NL,22,34,3,6,2,0,0,0,0,0,2,16,0,0,5,0,2 +segelhe01,1982,1,CHN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sentest01,1982,1,TOR,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sernapa01,1982,1,SEA,AL,65,169,15,38,3,0,3,8,0,5,4,13,0,1,3,1,4 +sextoji01,1982,1,OAK,AL,69,139,19,34,4,0,2,14,16,0,9,24,0,1,2,3,0 +shelbjo01,1982,1,BAL,AL,26,35,8,11,3,0,1,2,0,1,0,5,0,0,0,0,0 +shirlbo01,1982,1,CIN,NL,41,42,1,6,0,0,0,2,0,0,1,13,0,0,5,0,0 +shirlst01,1982,1,LAN,NL,11,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +shower01,1982,1,SDN,NL,47,41,2,6,0,0,0,0,0,0,0,14,0,0,2,0,0 +simmote01,1982,1,ML4,AL,137,539,73,145,29,0,23,97,0,0,32,40,5,2,1,7,20 +simpsjo01,1982,1,SEA,AL,105,296,39,76,14,4,2,23,8,14,22,48,4,2,3,1,1 +sinatma01,1982,1,ATL,NL,37,81,10,11,2,0,1,4,0,1,4,9,0,0,2,0,3 +singlke01,1982,1,BAL,AL,156,561,71,141,27,2,14,77,0,1,86,93,2,2,1,7,24 +siskdo01,1982,1,NYN,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +siwyji01,1982,1,CHA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +skubebo01,1982,1,ML4,AL,4,3,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0 +slatoji01,1982,1,ML4,AL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +slaugdo01,1982,1,KCA,AL,43,115,14,32,6,0,3,8,0,0,9,12,0,0,2,0,3 +smallro02,1982,1,MIN,AL,4,13,2,2,1,0,0,0,0,0,3,4,1,0,0,0,0 +smallro02,1982,2,NYA,AL,142,486,55,125,14,2,20,67,0,1,68,100,7,0,7,4,4 +smithbr01,1982,1,MON,NL,47,8,2,0,0,0,0,0,0,0,2,1,0,0,1,0,0 +smithch05,1982,1,MON,NL,2,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +smithda02,1982,1,HOU,NL,49,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +smithji02,1982,1,PIT,NL,42,42,5,10,2,1,0,4,0,1,5,7,0,0,4,1,0 +smithke02,1982,1,ATL,NL,48,41,6,12,1,0,0,3,0,0,6,13,0,0,0,0,0 +smithle02,1982,1,CHN,NL,72,16,2,1,0,0,1,1,0,0,1,9,0,0,1,0,0 +smithlo01,1982,1,SLN,NL,156,592,120,182,35,8,8,69,68,26,64,74,2,9,3,4,11 +smithmi03,1982,1,TEX,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithoz01,1982,1,SLN,NL,140,488,58,121,24,1,2,43,25,5,68,32,12,2,4,5,10 +smithra01,1982,1,MIN,AL,9,23,1,5,0,1,0,1,0,0,1,3,0,0,0,0,0 +smithre06,1982,1,SFN,NL,106,349,51,99,11,0,18,56,7,0,46,46,9,0,0,3,9 +solomed01,1982,1,PIT,NL,12,15,0,2,0,0,0,1,0,0,0,7,0,0,1,0,0 +solomed01,1982,2,CHA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sorenla01,1982,1,CLE,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sosael01,1982,1,DET,AL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sotoma01,1982,1,CIN,NL,37,84,5,14,4,0,0,5,0,0,4,25,0,1,11,0,0 +speiech01,1982,1,MON,NL,156,530,41,136,26,4,7,60,1,6,47,67,12,1,3,4,13 +spencji01,1982,1,OAK,AL,33,101,6,17,3,1,2,5,0,0,3,20,1,0,0,1,3 +spillda01,1982,1,CLE,AL,65,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +spilmha01,1982,1,HOU,NL,38,61,7,17,2,0,3,11,0,0,5,10,0,0,0,0,1 +splitpa01,1982,1,KCA,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +squirmi01,1982,1,CHA,AL,116,195,33,52,9,3,1,21,3,3,14,13,3,0,4,0,4 +stanhdo01,1982,1,BAL,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stanlbo01,1982,1,BOS,AL,48,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stanlfr01,1982,1,OAK,AL,101,228,33,44,7,0,2,17,0,1,29,32,0,1,1,0,4 +stantmi01,1982,1,SEA,AL,56,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +staplda01,1982,1,BOS,AL,150,538,66,142,28,1,14,65,2,4,31,40,5,3,4,5,24 +stargwi01,1982,1,PIT,NL,74,73,6,17,4,0,3,17,0,0,10,24,1,0,0,2,1 +staubru01,1982,1,NYN,NL,112,219,11,53,9,0,3,27,0,0,24,10,1,0,1,6,10 +stearjo01,1982,1,NYN,NL,98,352,46,103,25,3,4,28,17,7,30,35,2,2,5,3,8 +stegmda01,1982,1,NYA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +steinbi02,1982,1,TEX,AL,85,184,14,44,8,0,1,16,0,0,12,23,0,2,2,0,4 +steinra02,1982,1,CHN,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +steirri01,1982,1,CAL,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stenhmi01,1982,1,MON,NL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +stewada01,1982,1,LAN,NL,45,39,3,7,1,0,0,2,0,0,2,14,0,0,5,0,0 +stewasa01,1982,1,BAL,AL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stiebda01,1982,1,TOR,AL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stoddbo01,1982,1,SEA,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stoddti01,1982,1,BAL,AL,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stroust01,1982,1,SEA,AL,26,47,4,8,1,0,1,3,0,0,3,9,1,1,0,0,0 +stupejo01,1982,1,SLN,NL,23,42,1,5,0,1,0,0,0,0,1,24,0,0,4,0,0 +sulargu01,1982,1,SFN,NL,63,101,15,23,3,0,1,7,3,0,9,11,0,0,1,0,2 +sullima02,1982,1,BOS,AL,2,6,0,2,0,0,0,0,0,0,0,2,0,0,0,0,0 +summech01,1982,1,SFN,NL,70,125,15,31,5,0,4,19,0,1,16,17,0,3,1,2,4 +sundbji01,1982,1,TEX,AL,139,470,37,118,22,5,10,47,2,6,49,57,2,1,9,1,11 +sutclri01,1982,1,CLE,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +suttebr01,1982,1,SLN,NL,70,8,1,1,0,0,0,1,0,0,0,1,0,0,2,1,0 +suttodo01,1982,1,HOU,NL,27,68,3,11,0,0,0,1,0,0,2,25,0,0,4,0,0 +suttodo01,1982,2,ML4,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +swancr01,1982,1,NYN,NL,37,44,4,8,1,0,1,4,0,0,7,15,0,0,3,0,1 +sweetri01,1982,1,NYN,NL,3,3,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +sweetri01,1982,2,SEA,AL,88,258,29,66,6,1,4,24,3,0,20,24,0,2,3,3,2 +swishst01,1982,1,SDN,NL,26,58,2,10,1,0,2,3,0,0,5,24,0,0,1,0,0 +tablepa01,1982,1,CHN,NL,25,85,9,20,4,2,1,7,0,0,6,20,0,1,0,2,3 +tananfr01,1982,1,TEX,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +taveral01,1982,1,LAN,NL,11,3,1,1,1,0,0,2,0,0,0,1,0,0,0,0,0 +taverfr01,1982,1,MON,NL,48,87,9,14,5,1,0,4,4,0,7,6,0,0,3,1,2 +tekulke01,1982,1,PIT,NL,85,14,0,1,0,0,0,0,0,0,0,6,0,0,1,0,0 +templga01,1982,1,SDN,NL,141,563,76,139,25,8,6,64,27,16,26,82,7,1,6,5,19 +tenacge01,1982,1,SLN,NL,66,124,18,32,9,0,7,18,1,1,36,31,1,4,0,1,1 +terrewa01,1982,1,NYN,NL,3,5,0,2,0,0,0,0,0,0,0,2,0,0,1,0,0 +thomade01,1982,1,LAN,NL,66,98,13,26,2,1,0,2,2,3,10,12,1,0,1,0,2 +thomago01,1982,1,ML4,AL,158,567,96,139,29,1,39,112,3,7,84,143,5,4,5,6,10 +thompja01,1982,1,PIT,NL,156,550,87,156,32,0,31,101,1,0,101,107,7,2,0,9,11 +thompsc01,1982,1,CHN,NL,49,74,11,27,5,1,0,7,0,1,5,4,0,0,0,0,2 +thondi01,1982,1,HOU,NL,136,496,73,137,31,10,3,36,37,8,37,48,2,1,5,1,4 +thornan01,1982,1,CLE,AL,161,589,90,161,26,1,32,116,6,7,109,81,18,2,3,5,21 +tiantlu01,1982,1,CAL,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tidrodi01,1982,1,CHN,NL,65,6,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +tillmru01,1982,1,NYN,NL,12,13,4,2,1,0,0,0,1,0,0,4,0,0,0,0,0 +tinglro01,1982,1,SDN,NL,8,20,0,2,0,0,0,0,0,0,0,7,0,0,1,0,0 +tobikda01,1982,1,DET,AL,51,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tollewa01,1982,1,TEX,AL,38,70,6,8,1,0,0,2,1,1,5,14,0,0,3,0,1 +tolmati01,1982,1,HOU,NL,15,26,4,5,2,0,1,3,0,0,4,3,0,0,0,0,1 +tomlida01,1982,1,MON,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +torremi01,1982,1,BOS,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +trammal01,1982,1,DET,AL,157,489,66,126,34,3,9,57,19,8,52,47,0,0,9,6,5 +trevial01,1982,1,CIN,NL,120,355,24,89,10,3,1,33,3,1,34,34,11,3,5,4,16 +trillma01,1982,1,PHI,NL,149,549,52,149,24,1,0,39,8,10,33,53,3,3,9,1,14 +troutst01,1982,1,CHA,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tudorjo01,1982,1,BOS,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tuftsbo01,1982,1,KCA,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tunnele01,1982,1,PIT,NL,5,4,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +turneje01,1982,1,DET,AL,85,210,21,52,3,0,8,27,1,3,20,37,1,0,0,2,2 +ujdurje01,1982,1,DET,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +underpa01,1982,1,DET,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +underto01,1982,1,OAK,AL,56,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +unserde01,1982,1,PHI,NL,19,14,0,0,0,0,0,0,0,0,3,2,1,0,0,0,1 +upshawi01,1982,1,TOR,AL,160,580,77,155,25,7,21,75,8,8,52,91,8,1,10,3,11 +vailmi01,1982,1,CIN,NL,78,189,9,48,10,1,4,29,0,0,6,33,1,0,0,2,7 +valdeju01,1982,1,BOS,AL,28,20,3,5,1,0,0,1,1,0,0,7,0,0,3,0,0 +valenel01,1982,1,NYN,NL,111,337,33,97,14,1,8,48,1,3,5,38,0,1,0,7,11 +valenfe01,1982,1,LAN,NL,38,95,6,16,0,0,1,9,0,0,3,16,0,0,10,2,0 +vandeed01,1982,1,SEA,AL,78,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vangoda01,1982,1,CIN,NL,51,137,4,25,3,1,0,7,1,0,14,19,2,1,2,0,4 +vargaed01,1982,1,PIT,NL,8,8,1,3,1,0,0,3,0,0,0,2,0,0,0,1,0 +vegaje01,1982,1,MIN,AL,71,199,23,53,6,0,5,29,6,1,8,19,1,0,1,4,5 +velezot01,1982,1,TOR,AL,28,52,4,10,1,0,1,5,1,0,13,15,0,0,0,0,1 +venabma01,1982,1,SFN,NL,71,125,17,28,2,1,1,7,9,3,7,16,0,0,0,0,2 +veryzto01,1982,1,NYN,NL,40,54,6,18,2,0,0,4,1,0,3,4,2,0,0,1,1 +violafr01,1982,1,MIN,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +virgioz02,1982,1,PHI,NL,49,101,11,24,6,0,3,8,0,1,10,26,0,0,0,0,3 +vuckope01,1982,1,ML4,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vukovge01,1982,1,PHI,NL,123,335,41,91,18,2,6,42,2,9,32,47,14,0,1,1,4 +wagnema01,1982,1,TEX,AL,60,179,14,43,4,1,0,8,1,0,10,28,0,0,7,0,6 +waitsri01,1982,1,CLE,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +walkbo01,1982,1,ATL,NL,32,51,2,10,0,0,0,6,0,1,6,17,0,0,6,0,0 +walkedu01,1982,1,CIN,NL,86,239,26,52,10,0,5,22,9,3,27,58,0,2,3,4,1 +walkegr01,1982,1,CHA,AL,11,17,3,7,2,1,2,7,0,0,2,3,0,0,0,0,0 +wallati01,1982,1,MON,NL,158,596,89,160,31,3,28,97,6,4,36,81,4,4,5,4,15 +wallety01,1982,1,CHN,NL,17,21,4,5,0,0,0,1,0,0,2,5,0,0,1,0,0 +wallide01,1982,1,HOU,NL,85,146,22,30,4,1,1,14,4,2,23,19,3,0,0,1,6 +waltore01,1982,1,PIT,NL,13,15,1,3,1,0,0,0,0,0,1,1,0,1,0,0,0 +wardga01,1982,1,MIN,AL,152,570,85,165,33,7,28,91,13,1,37,105,4,1,1,7,16 +washicl01,1982,1,ATL,NL,150,563,94,150,24,6,16,80,33,10,50,107,9,6,1,6,9 +washiro01,1982,1,MIN,AL,119,451,48,122,17,6,5,39,3,3,14,79,0,0,2,3,11 +washiul01,1982,1,KCA,AL,119,437,64,125,19,3,10,60,23,7,38,48,0,0,5,7,4 +wathajo01,1982,1,KCA,AL,121,448,79,121,11,3,3,51,36,9,48,46,0,2,3,1,26 +watsobo01,1982,1,NYA,AL,7,17,3,4,3,0,0,3,0,0,3,0,0,0,0,0,1 +watsobo01,1982,2,ATL,NL,57,114,16,28,3,1,5,22,1,1,14,20,2,0,0,2,4 +welchbo01,1982,1,LAN,NL,38,85,5,12,1,0,0,3,0,0,3,32,0,0,7,2,0 +welchdo01,1982,1,BAL,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wellmbr01,1982,1,SFN,NL,6,4,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +wellsgr01,1982,1,MIN,AL,15,54,5,11,1,2,0,3,0,0,1,8,0,0,0,2,0 +welshch01,1982,1,SDN,NL,28,42,4,11,3,0,0,11,0,1,3,13,0,0,5,0,1 +wernedo01,1982,1,TEX,AL,22,59,4,12,2,0,0,3,0,0,3,7,0,0,3,0,1 +werthde01,1982,1,KCA,AL,41,15,5,2,0,0,0,2,0,0,4,2,0,0,0,0,1 +weverst01,1982,1,NYA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +whisela01,1982,1,ATL,NL,84,143,21,34,7,2,4,17,2,2,23,33,3,0,0,2,3 +whitalo01,1982,1,DET,AL,152,560,76,160,22,8,15,65,11,3,48,58,4,1,6,4,8 +whitefr01,1982,1,KCA,AL,145,524,71,156,45,6,11,56,10,7,16,65,1,2,7,5,12 +whiteje01,1982,1,MON,NL,69,115,13,28,6,1,2,13,3,3,8,26,1,2,0,0,2 +whitsed01,1982,1,CLE,AL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +whitter01,1982,1,TOR,AL,105,284,28,74,14,2,11,42,3,1,26,34,5,0,1,5,5 +wiggial01,1982,1,SDN,NL,72,254,40,65,3,3,1,15,33,6,13,19,0,1,6,0,4 +wihtosa01,1982,1,CLE,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wilcomi01,1982,1,DET,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wilforo01,1982,1,MIN,AL,25,81,7,13,1,0,0,5,0,2,7,13,0,1,1,0,4 +wilforo01,1982,2,CAL,AL,55,102,17,25,4,2,1,11,4,0,7,17,1,0,2,0,1 +willial03,1982,1,MIN,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +willsbu01,1982,1,CHN,NL,128,419,64,114,18,4,6,38,35,10,46,76,3,5,2,5,4 +wilsogl01,1982,1,DET,AL,84,322,39,94,15,1,12,34,2,3,15,51,0,0,3,2,8 +wilsomo01,1982,1,NYN,NL,159,639,90,178,25,9,5,55,58,16,32,102,4,2,1,3,5 +wilsowi02,1982,1,KCA,AL,136,585,87,194,19,15,3,46,37,11,26,81,2,6,2,2,4 +winfida01,1982,1,NYA,AL,140,539,84,151,24,8,37,106,5,3,45,64,7,0,5,8,20 +wiseri01,1982,1,SDN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wittmi01,1982,1,CAL,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wockejo01,1982,1,DET,AL,70,193,28,58,9,0,8,32,0,0,29,21,2,0,0,2,3 +wohlfji01,1982,1,SFN,NL,97,250,37,64,12,1,2,25,8,3,30,36,4,0,2,4,9 +woodsal01,1982,1,TOR,AL,85,201,20,47,11,1,3,24,1,3,21,20,4,0,0,3,3 +woodsga01,1982,1,CHN,NL,117,245,28,66,15,1,4,30,3,3,21,48,2,0,4,0,4 +wrighge03,1982,1,TEX,AL,150,557,69,147,20,5,11,50,3,7,30,78,4,3,8,1,11 +wrighji03,1982,1,KCA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wrighri01,1982,1,LAN,NL,14,8,1,1,1,0,0,1,0,0,0,2,0,0,0,0,0 +wynegbu01,1982,1,MIN,AL,24,86,9,18,4,0,1,8,0,0,10,12,1,0,0,0,2 +wynegbu01,1982,2,NYA,AL,63,191,27,56,8,1,3,20,0,1,40,21,1,1,7,3,7 +yastrca01,1982,1,BOS,AL,131,459,53,126,22,1,16,72,0,1,59,50,1,2,0,3,12 +yeagest01,1982,1,LAN,NL,82,196,13,48,5,2,2,18,0,0,13,28,3,1,4,1,3 +yostne01,1982,1,ML4,AL,40,98,13,27,6,3,1,8,3,1,7,20,0,0,2,0,1 +youngjo02,1982,1,NYN,NL,80,202,21,52,12,0,3,21,0,4,8,37,1,5,1,0,4 +youngjo02,1982,2,MON,NL,40,90,16,18,2,0,0,8,2,1,9,21,1,3,1,1,2 +youngmi01,1982,1,BAL,AL,6,2,2,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +yountro01,1982,1,ML4,AL,156,635,129,210,46,12,29,114,14,3,54,63,2,1,4,10,19 +zachrpa01,1982,1,NYN,NL,36,38,3,3,0,0,0,0,0,0,1,17,0,0,2,0,0 +zahnge01,1982,1,CAL,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ziskri01,1982,1,SEA,AL,131,503,61,147,28,1,21,62,2,1,49,89,4,1,0,3,9 +zuvelpa01,1982,1,ATL,NL,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +abbotgl01,1983,1,SEA,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +abbotgl01,1983,2,DET,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ackerji01,1983,1,TOR,AL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +adamsri02,1983,1,CAL,AL,58,112,22,28,2,0,2,6,1,1,5,12,0,3,3,0,2 +adducji01,1983,1,SLN,NL,10,20,0,1,0,0,0,0,0,0,1,6,0,0,0,0,0 +agostju01,1983,1,CHA,AL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +aguaylu01,1983,1,PHI,NL,2,4,1,1,0,0,0,0,0,0,1,2,0,0,0,0,0 +aikenwi01,1983,1,KCA,AL,125,410,49,124,26,1,23,72,0,0,45,75,9,2,0,1,16 +alexado01,1983,1,NYA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +alexado01,1983,2,TOR,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +allenga01,1983,1,BOS,AL,84,230,19,53,11,0,3,30,0,1,27,43,0,2,5,5,8 +allenja02,1983,1,SEA,AL,86,273,23,61,10,0,4,21,6,5,33,52,0,1,6,0,8 +allenne01,1983,1,NYN,NL,21,10,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +allenne01,1983,2,SLN,NL,25,39,2,5,2,0,0,3,0,0,0,19,0,0,6,0,0 +allenro02,1983,1,SEA,AL,11,12,1,2,0,0,0,0,0,0,0,1,0,0,0,0,0 +almonbi01,1983,1,OAK,AL,143,451,45,120,29,1,4,63,26,8,26,67,3,2,5,11,8 +altampo01,1983,1,PHI,NL,31,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +anderbu01,1983,1,CLE,AL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +anderda02,1983,1,LAN,NL,61,115,12,19,4,2,1,2,6,3,12,15,1,0,4,0,1 +anderji01,1983,1,TEX,AL,50,102,8,22,1,1,0,6,1,2,5,8,0,0,4,0,3 +anderla02,1983,1,PHI,NL,17,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +andujjo01,1983,1,SLN,NL,39,73,2,6,1,0,0,2,2,1,2,38,0,0,5,0,2 +apontlu01,1983,1,BOS,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +armasto01,1983,1,BOS,AL,145,574,77,125,23,2,36,107,0,1,29,131,0,2,0,8,31 +armstmi01,1983,1,KCA,AL,59,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ashbyal01,1983,1,HOU,NL,87,275,31,63,18,1,8,34,0,0,31,38,4,0,1,4,12 +ashfotu01,1983,1,NYN,NL,35,56,3,10,0,1,0,2,0,0,7,4,1,0,0,0,1 +atherke01,1983,1,OAK,AL,29,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +augusje01,1983,1,ML4,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ayalabe01,1983,1,BAL,AL,47,104,12,23,7,0,4,13,0,0,9,18,0,0,0,2,2 +backmwa01,1983,1,NYN,NL,26,42,6,7,0,1,0,3,0,0,2,8,0,0,1,0,2 +baileho01,1983,1,DET,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bailobo01,1983,1,NYN,NL,118,340,33,85,8,0,1,30,18,3,20,23,2,1,3,4,11 +baineha01,1983,1,CHA,AL,156,596,76,167,33,2,20,99,7,5,49,85,13,1,3,6,15 +bairdo01,1983,1,SLN,NL,26,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +bairdo01,1983,2,DET,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bakerdu01,1983,1,LAN,NL,149,531,71,138,25,1,15,73,7,1,72,59,2,2,4,7,9 +bakerst01,1983,1,OAK,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bakerst01,1983,2,SLN,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +balbost01,1983,1,NYA,AL,32,86,8,20,2,0,5,17,0,0,8,23,0,0,0,1,2 +bandoch01,1983,1,CLE,AL,48,121,15,31,3,0,4,15,0,1,15,19,0,0,1,1,5 +bannial01,1983,1,CLE,AL,117,377,51,100,25,4,5,45,6,6,31,43,0,3,7,4,7 +bannifl01,1983,1,CHA,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barfije01,1983,1,TOR,AL,128,388,58,98,13,3,27,68,2,5,22,110,0,4,1,5,8 +bargagr01,1983,1,MON,NL,8,6,0,1,0,0,0,1,0,0,0,4,0,0,0,0,0 +barkele01,1983,1,CLE,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barkele01,1983,2,ATL,NL,6,8,1,1,0,0,0,0,0,0,0,5,0,0,2,0,0 +barneri01,1983,1,CLE,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barnesk01,1983,1,CIN,NL,15,34,5,7,0,0,1,4,2,2,7,3,0,2,0,0,0 +barojsa01,1983,1,CHA,AL,52,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barrema02,1983,1,BOS,AL,33,44,7,10,1,1,0,2,0,0,3,1,0,0,0,1,1 +barrji01,1983,1,SFN,NL,53,15,0,2,1,0,0,0,0,0,0,4,0,0,1,0,1 +basske01,1983,1,HOU,NL,88,195,25,46,7,3,2,18,2,2,6,27,1,0,4,1,2 +baylodo01,1983,1,NYA,AL,144,534,82,162,33,3,21,85,17,7,40,53,11,13,2,8,10 +beardda01,1983,1,OAK,AL,43,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +beattji01,1983,1,SEA,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +beckwjo01,1983,1,LAN,NL,42,5,1,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +bedrost01,1983,1,ATL,NL,70,19,0,2,0,0,0,0,0,0,0,7,0,0,1,0,0 +beenean01,1983,1,ML4,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +behenri01,1983,1,ATL,NL,14,12,1,4,0,0,1,2,0,0,0,5,0,0,0,0,0 +behenri01,1983,2,CLE,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bellbu01,1983,1,TEX,AL,156,618,75,171,35,3,14,66,3,5,50,48,5,4,0,6,24 +bellge02,1983,1,TOR,AL,39,112,5,30,5,4,2,17,1,1,4,17,1,2,0,0,4 +bellira01,1983,1,PIT,NL,4,1,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +benchjo01,1983,1,CIN,NL,110,310,32,79,15,2,12,54,0,1,24,38,1,0,0,0,13 +benedbr01,1983,1,ATL,NL,134,423,43,126,13,1,2,43,1,3,61,24,16,1,4,3,12 +beniqju01,1983,1,CAL,AL,92,315,44,96,15,0,3,34,4,2,15,29,0,4,6,1,10 +berenbr01,1983,1,CIN,NL,32,55,5,12,3,0,0,5,0,0,0,19,0,0,10,0,1 +berenju01,1983,1,DET,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bergmda01,1983,1,SFN,NL,90,140,16,40,4,1,6,24,2,1,24,21,2,1,2,0,5 +bernato01,1983,1,CHA,AL,59,233,30,61,16,2,2,26,2,1,17,45,0,0,4,5,5 +bernato01,1983,2,SEA,AL,80,300,35,80,18,1,6,30,21,8,38,52,3,2,5,2,4 +berrada01,1983,1,PIT,NL,161,537,51,135,25,1,10,52,8,5,61,84,19,0,7,2,10 +bestka01,1983,1,SEA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bevacku01,1983,1,SDN,NL,74,156,17,38,7,0,2,24,0,3,18,33,1,0,2,1,3 +biancbu01,1983,1,KCA,AL,6,15,2,3,0,0,0,0,1,0,0,7,0,0,0,0,0 +bibbyji01,1983,1,PIT,NL,29,18,0,2,0,0,0,0,0,0,0,6,0,0,2,0,0 +biittla01,1983,1,TEX,AL,66,116,5,32,5,1,0,18,0,0,9,16,5,0,0,2,0 +bilarda01,1983,1,CIN,NL,109,298,27,71,18,0,9,38,2,1,15,49,3,1,2,4,9 +birddo01,1983,1,BOS,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bishomi01,1983,1,NYN,NL,3,8,2,1,1,0,0,0,0,0,3,4,0,0,0,0,0 +bjorkge01,1983,1,HOU,NL,29,75,8,17,4,0,2,14,0,0,16,29,4,1,1,0,1 +blackbu02,1983,1,KCA,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +blackti01,1983,1,MON,NL,6,15,0,3,1,0,0,2,0,0,1,3,0,0,0,0,1 +bluevi01,1983,1,KCA,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +blylebe01,1983,1,CLE,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bochybr01,1983,1,SDN,NL,23,42,2,9,1,1,0,3,0,0,0,9,0,0,0,2,2 +boddimi01,1983,1,BAL,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +boggsto01,1983,1,ATL,NL,5,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +boggswa01,1983,1,BOS,AL,153,582,100,210,44,7,5,74,3,3,92,36,2,1,3,7,15 +bonilju01,1983,1,SDN,NL,152,556,55,132,17,4,4,45,3,0,50,40,11,3,3,5,19 +bonneba01,1983,1,TOR,AL,121,377,49,120,21,3,10,54,10,7,33,52,5,0,2,5,8 +bonnebo01,1983,1,BAL,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bookegr01,1983,1,SDN,NL,6,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +boonebo01,1983,1,CAL,AL,142,468,46,120,18,0,9,52,4,3,24,42,1,0,10,7,19 +bordiri01,1983,1,CHN,NL,11,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +bosleth01,1983,1,CHN,NL,43,72,12,21,4,1,2,12,1,1,10,12,1,0,0,1,0 +bowala01,1983,1,CHN,NL,147,499,73,133,20,5,2,43,7,3,35,30,1,0,6,4,3 +boydoi01,1983,1,BOS,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bradlbe01,1983,1,OAK,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bradlma01,1983,1,NYN,NL,73,104,10,21,4,0,3,5,4,2,11,35,1,0,0,0,2 +bradlph01,1983,1,SEA,AL,23,67,8,18,2,0,0,5,3,1,8,5,0,0,1,1,0 +brantma01,1983,1,OAK,AL,5,14,2,2,0,0,0,2,0,0,0,3,0,0,0,0,0 +braunst01,1983,1,SLN,NL,78,92,8,25,2,1,3,7,0,1,21,7,0,0,0,1,1 +breamsi01,1983,1,LAN,NL,15,11,0,2,0,0,0,2,0,0,2,2,0,0,0,0,1 +breinfr01,1983,1,SFN,NL,32,67,1,10,1,0,0,4,0,0,6,31,0,0,5,0,4 +brenlbo01,1983,1,SFN,NL,104,281,36,63,12,2,7,34,10,7,37,48,6,2,1,2,12 +brennto01,1983,1,CLE,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brettge01,1983,1,KCA,AL,123,464,90,144,38,2,25,93,0,1,57,39,13,1,0,3,9 +brizzto01,1983,1,ATL,NL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brockgr01,1983,1,LAN,NL,146,455,64,102,14,2,20,66,5,1,83,81,12,1,0,4,13 +brookhu01,1983,1,NYN,NL,150,586,53,147,18,4,5,58,6,4,24,96,2,4,7,3,14 +brookto01,1983,1,DET,AL,138,332,50,71,13,3,6,32,10,4,29,46,2,2,5,6,3 +brouhma01,1983,1,ML4,AL,56,185,25,51,10,1,7,23,0,4,9,39,0,2,1,1,7 +brownbo04,1983,1,SDN,NL,57,225,40,60,5,3,5,22,27,9,23,38,0,0,1,1,1 +browncu03,1983,1,CAL,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brownda01,1983,1,MIN,AL,91,309,40,84,6,2,0,22,3,3,10,28,0,1,3,0,9 +brownmi01,1983,1,BOS,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brownmi02,1983,1,CAL,AL,31,104,12,24,5,1,3,9,1,0,7,20,0,0,0,0,3 +brownst02,1983,1,CAL,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brummgl01,1983,1,SLN,NL,45,87,7,24,7,0,0,9,1,3,10,11,1,0,2,0,4 +brunato01,1983,1,MIN,AL,151,542,70,123,24,5,28,82,2,5,61,95,4,4,1,3,13 +brusswa01,1983,1,CHN,NL,59,4,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +bucknbi01,1983,1,CHN,NL,153,626,79,175,38,6,16,66,12,4,25,30,5,5,4,5,10 +bullibu01,1983,1,SEA,AL,5,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bumbral01,1983,1,BAL,AL,124,378,63,104,14,4,3,31,12,5,31,33,2,0,4,3,1 +burgmto01,1983,1,OAK,AL,51,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +burleri01,1983,1,CAL,AL,33,119,22,34,7,0,0,11,0,2,12,12,0,0,2,1,5 +burnsbr01,1983,1,CHA,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +burrira01,1983,1,MON,NL,40,39,2,9,2,0,0,2,0,0,4,15,0,0,2,0,0 +burroje01,1983,1,OAK,AL,121,401,43,108,15,1,10,56,0,2,47,79,4,0,0,7,16 +bushra01,1983,1,MIN,AL,124,373,43,93,24,3,11,56,0,1,34,51,8,7,0,1,7 +butchjo01,1983,1,TEX,AL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +butersa01,1983,1,DET,AL,4,5,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +butlebr01,1983,1,ATL,NL,151,549,84,154,21,13,5,37,39,23,54,56,3,2,3,5,5 +bystrma01,1983,1,PHI,NL,24,38,2,9,1,0,0,4,0,0,2,14,0,0,1,1,1 +cabelen01,1983,1,DET,AL,121,392,62,122,23,5,5,46,4,8,16,41,2,1,5,6,14 +caldwmi01,1983,1,ML4,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +callabe01,1983,1,OAK,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +calvema01,1983,1,SFN,NL,18,8,0,0,0,0,0,0,0,0,1,6,0,0,1,0,0 +camacer01,1983,1,CLE,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +campabe01,1983,1,NYA,AL,60,143,19,46,5,0,0,11,6,7,8,9,0,0,3,1,4 +campbbi02,1983,1,CHN,NL,82,10,0,1,0,0,0,1,0,0,0,3,0,0,0,0,1 +campri01,1983,1,ATL,NL,40,39,3,3,1,0,0,2,0,0,0,16,0,2,3,1,0 +candejo01,1983,1,PIT,NL,33,65,4,9,1,0,0,2,0,0,5,17,0,0,5,0,3 +candito01,1983,1,ML4,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +caprani01,1983,1,TEX,AL,8,2,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +carewro01,1983,1,CAL,AL,129,472,66,160,24,2,2,44,6,7,57,48,9,1,3,3,15 +carltst01,1983,1,PHI,NL,37,97,9,19,5,0,0,1,0,0,2,20,0,0,6,0,2 +carmado01,1983,1,PHI,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cartega01,1983,1,MON,NL,145,541,63,146,37,3,17,79,1,1,51,57,7,7,2,8,14 +cartejo01,1983,1,CHN,NL,23,51,6,9,1,1,0,1,1,0,0,21,0,0,1,0,1 +castibo01,1983,1,MIN,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +castica01,1983,1,CLE,AL,23,36,9,10,2,1,1,3,1,1,4,6,0,1,0,0,0 +castijo01,1983,1,MIN,AL,142,563,83,156,30,4,11,57,4,2,62,54,1,1,10,4,11 +castima01,1983,1,SEA,AL,91,203,13,42,6,3,0,24,1,1,7,20,2,1,1,4,4 +castima02,1983,1,DET,AL,67,119,10,23,4,0,2,10,2,0,7,22,0,0,6,0,4 +castrbi01,1983,1,KCA,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +catoke01,1983,1,CIN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +caudibi01,1983,1,SEA,AL,63,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cedence01,1983,1,CIN,NL,98,332,40,77,16,0,9,39,13,9,33,53,2,3,1,6,2 +ceronri01,1983,1,NYA,AL,80,246,18,54,7,0,2,22,0,0,15,29,1,1,4,0,5 +ceyro01,1983,1,CHN,NL,159,581,73,160,33,1,24,90,0,0,62,85,11,5,1,9,20 +chambal01,1983,1,SEA,AL,31,67,11,14,3,0,1,7,0,1,18,20,1,0,0,0,1 +chambch01,1983,1,ATL,NL,131,447,59,125,24,3,20,78,2,7,63,68,15,0,0,3,8 +chifffl01,1983,1,SDN,NL,15,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +chrisla01,1983,1,PHI,NL,9,17,0,1,1,0,0,1,0,0,0,8,0,0,1,0,0 +chrismi01,1983,1,SFN,NL,7,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chrisst01,1983,1,CIN,NL,9,17,0,1,0,0,0,1,0,0,1,3,0,0,0,1,1 +ciasda01,1983,1,OAK,AL,19,18,1,6,1,0,0,1,1,0,2,4,0,0,0,0,0 +citarra01,1983,1,SLN,NL,6,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clancji01,1983,1,TOR,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clarkbo04,1983,1,CAL,AL,76,212,17,49,9,1,5,21,0,0,9,45,0,0,3,1,7 +clarkbr01,1983,1,SEA,AL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clarkja01,1983,1,SFN,NL,135,492,82,132,25,0,20,66,5,3,74,79,6,1,0,7,14 +clarkst02,1983,1,TOR,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clearma01,1983,1,BOS,AL,48,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cocanja01,1983,1,ML4,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +codirch01,1983,1,OAK,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +colesda01,1983,1,SEA,AL,27,92,9,26,7,0,1,6,0,3,7,12,0,0,1,0,8 +collida02,1983,1,TOR,AL,118,402,55,109,12,4,1,34,31,7,43,67,1,2,2,2,7 +comerst01,1983,1,PHI,NL,3,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +conceda01,1983,1,CIN,NL,143,528,54,123,22,0,1,47,14,9,56,81,9,0,2,7,21 +conceon01,1983,1,KCA,AL,80,219,22,53,11,3,0,20,10,3,12,12,0,1,6,2,4 +connafr02,1983,1,CHN,NL,8,10,0,1,0,0,0,0,0,0,0,5,0,0,0,0,0 +conroti01,1983,1,OAK,AL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +coopece01,1983,1,ML4,AL,160,661,106,203,37,3,30,126,2,1,37,63,7,1,3,8,17 +coopedo01,1983,1,TOR,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +corbedo01,1983,1,CAL,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +corcoti01,1983,1,PHI,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +couchmi01,1983,1,SDN,NL,8,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +cowenal01,1983,1,SEA,AL,110,356,39,73,19,2,7,35,10,2,23,38,0,2,0,3,13 +coxda01,1983,1,SLN,NL,12,27,1,2,0,0,0,0,0,0,0,12,0,0,3,0,1 +creelke01,1983,1,KCA,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cromawa01,1983,1,MON,NL,120,360,37,100,26,2,3,43,8,3,43,48,7,1,1,5,11 +crowlte01,1983,1,MON,NL,50,44,2,8,0,0,0,3,0,0,9,4,0,1,0,1,2 +cruzjo01,1983,1,HOU,NL,160,594,85,189,28,8,14,92,30,16,65,86,10,1,1,3,4 +cruzju01,1983,1,SEA,AL,61,181,24,46,10,1,2,12,33,6,20,22,1,2,1,2,3 +cruzju01,1983,2,CHA,AL,99,334,47,84,9,4,1,40,24,6,29,44,0,2,4,5,9 +cruzto02,1983,1,SEA,AL,65,216,21,41,4,2,7,21,1,3,7,56,2,2,2,1,2 +cruzto02,1983,2,BAL,AL,81,221,16,46,9,1,3,27,3,4,15,52,0,1,8,2,12 +cruzvi01,1983,1,TEX,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +culmewi01,1983,1,CLE,AL,7,19,0,2,0,0,0,1,0,1,0,4,0,0,0,1,1 +curtijo01,1983,1,CAL,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +darliro01,1983,1,NYN,NL,5,10,0,1,0,0,0,0,0,0,0,3,0,0,1,0,0 +darwida01,1983,1,TEX,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dauerri01,1983,1,BAL,AL,140,459,49,108,19,0,5,41,1,1,47,29,2,2,7,5,20 +daultda01,1983,1,PHI,NL,2,3,1,1,0,0,0,0,0,0,1,1,0,0,0,0,0 +davisbu02,1983,1,KCA,AL,33,122,13,42,2,6,2,18,4,3,4,19,0,0,2,2,3 +davisch01,1983,1,SFN,NL,137,486,54,113,21,2,11,59,10,12,55,108,6,0,3,9,9 +davisge03,1983,1,SDN,NL,5,15,3,5,2,0,0,1,1,0,3,4,0,0,0,0,1 +davisjo02,1983,1,CHN,NL,151,510,56,138,31,2,24,84,0,2,33,93,5,2,0,5,16 +davisma01,1983,1,SFN,NL,20,30,3,4,1,0,0,1,0,0,3,8,0,0,9,0,0 +davismi02,1983,1,OAK,AL,128,443,61,122,24,4,8,62,32,15,27,74,1,5,5,4,9 +davisro02,1983,1,MIN,AL,66,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +davisst02,1983,1,BAL,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dawlebi01,1983,1,HOU,NL,48,9,0,2,0,0,0,1,0,0,0,3,0,0,0,0,0 +dawsoan01,1983,1,MON,NL,159,633,104,189,36,10,32,113,25,11,38,81,12,9,0,18,14 +dayetbr01,1983,1,NYA,AL,11,29,3,6,0,1,0,5,0,0,2,4,0,0,1,0,0 +dayleke01,1983,1,ATL,NL,25,32,2,7,0,0,0,1,0,0,4,11,0,0,5,0,0 +decindo01,1983,1,CAL,AL,95,370,49,104,19,3,18,65,2,0,32,56,2,0,1,8,13 +deckema01,1983,1,SDN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dedmoje01,1983,1,ATL,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dejesiv01,1983,1,PHI,NL,158,497,60,126,15,7,4,45,11,4,53,77,18,0,11,4,7 +deleojo01,1983,1,PIT,NL,15,34,2,2,0,0,0,0,0,0,6,16,0,0,3,0,1 +deleolu01,1983,1,SDN,NL,65,14,3,2,0,0,0,0,0,0,1,8,0,0,3,0,0 +dempsri01,1983,1,BAL,AL,128,347,33,80,16,2,4,32,1,1,40,54,1,3,5,5,9 +dennyjo01,1983,1,PHI,NL,36,77,7,13,1,0,0,2,2,0,2,16,0,0,17,0,2 +dentbu01,1983,1,TEX,AL,131,417,36,99,15,2,2,34,3,7,23,31,0,1,7,2,3 +dernibo01,1983,1,PHI,NL,122,221,41,51,10,0,1,15,35,7,18,21,0,0,5,1,2 +diazbo01,1983,1,PHI,NL,136,471,49,111,17,0,15,64,1,4,38,57,4,2,4,1,10 +diazca01,1983,1,NYN,NL,54,5,1,0,0,0,0,0,0,0,1,2,0,0,1,0,0 +diazmi01,1983,1,CHN,NL,6,7,2,2,1,0,0,1,0,0,0,0,0,0,0,0,0 +dilonmi01,1983,1,CLE,AL,32,68,15,13,3,1,0,7,5,1,10,5,0,0,0,0,1 +dilonmi01,1983,2,CHA,AL,4,3,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0 +dilonmi01,1983,3,PIT,NL,7,0,1,0,0,0,0,0,2,0,0,0,0,0,0,0,0 +dipinfr01,1983,1,HOU,NL,53,6,1,1,1,0,0,1,0,0,1,1,0,0,0,0,0 +dixonto01,1983,1,MON,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +doranbi02,1983,1,HOU,NL,154,535,70,145,12,7,8,39,12,12,86,67,11,0,7,1,6 +dotsori01,1983,1,CHA,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +downibr01,1983,1,CAL,AL,113,403,68,99,15,1,19,53,1,2,62,59,4,5,1,2,8 +doyleje02,1983,1,SLN,NL,13,37,4,11,1,2,0,2,0,0,1,3,1,0,2,0,2 +draveda01,1983,1,SDN,NL,28,61,4,6,2,0,0,1,0,0,3,19,0,0,6,0,1 +driesda01,1983,1,CIN,NL,122,386,57,107,17,1,12,57,6,4,75,51,10,0,0,6,12 +dunbato01,1983,1,TEX,AL,12,24,3,6,0,0,0,3,3,1,5,7,0,0,0,0,1 +durhale01,1983,1,CHN,NL,100,337,58,87,18,8,12,55,12,6,66,83,12,3,0,3,4 +dwyerji01,1983,1,BAL,AL,100,196,37,56,17,1,8,38,1,1,31,29,3,0,1,1,3 +dybzije01,1983,1,CHA,AL,127,256,30,59,10,1,1,32,11,4,18,29,0,2,11,3,8 +easlemi01,1983,1,PIT,NL,115,381,44,117,17,2,10,54,4,2,22,64,1,3,1,1,10 +easteja01,1983,1,ML4,AL,13,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +easteja01,1983,2,CLE,AL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +eckerde01,1983,1,BOS,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +edlerda01,1983,1,SEA,AL,29,63,2,12,1,1,1,4,3,3,5,11,0,1,2,1,2 +edwarma01,1983,1,ML4,AL,51,74,14,22,1,1,0,5,5,5,1,9,0,0,3,1,1 +eicheju01,1983,1,CLE,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +eisenji01,1983,1,MIN,AL,2,7,1,2,1,0,0,0,0,0,1,1,0,0,0,0,0 +engleda01,1983,1,MIN,AL,120,374,46,114,22,4,8,43,2,1,28,39,1,1,0,5,13 +erickro01,1983,1,NYA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +esaskni01,1983,1,CIN,NL,85,302,41,80,10,5,12,46,6,2,27,99,1,3,0,3,5 +espinju01,1983,1,NYA,AL,10,23,1,6,0,0,1,3,0,0,1,5,0,0,0,1,0 +espyce01,1983,1,LAN,NL,20,11,4,3,1,0,0,1,0,0,1,2,0,0,0,0,0 +essiaji01,1983,1,CLE,AL,48,93,11,19,4,0,2,11,0,1,16,8,0,0,1,2,1 +evansda01,1983,1,SFN,NL,142,523,94,145,29,3,30,82,6,6,84,81,12,2,0,2,8 +evansdw01,1983,1,BOS,AL,126,470,74,112,19,4,22,58,3,0,70,97,5,2,0,2,12 +faedole01,1983,1,MIN,AL,51,173,16,48,7,0,1,18,0,0,4,19,1,0,3,2,4 +faheybi01,1983,1,DET,AL,19,22,4,6,1,0,0,2,0,0,5,3,1,0,0,0,0 +falcope01,1983,1,ATL,NL,33,26,0,3,0,0,0,2,0,0,0,5,0,0,5,1,3 +farmeed01,1983,1,PHI,NL,12,6,0,1,0,0,0,0,0,0,0,2,0,0,1,0,0 +farmeed01,1983,2,OAK,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fergujo01,1983,1,CAL,AL,12,27,3,2,0,0,0,2,0,0,5,8,0,0,1,0,3 +fernasi01,1983,1,LAN,NL,2,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +fernato01,1983,1,TOR,AL,15,34,5,9,1,1,0,2,0,1,2,2,0,1,1,0,1 +filsope01,1983,1,MIN,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fimplja01,1983,1,LAN,NL,54,148,16,37,8,1,2,22,1,0,11,39,0,0,7,1,4 +fireost01,1983,1,SDN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fischmi01,1983,1,CLE,AL,95,225,31,47,5,2,2,23,9,2,26,32,0,2,11,2,2 +fiskca01,1983,1,CHA,AL,138,488,85,141,26,4,26,86,9,6,46,88,3,6,2,3,8 +fitzgmi02,1983,1,NYN,NL,8,20,1,2,0,0,1,2,0,0,3,6,1,0,0,0,0 +flanami01,1983,1,BAL,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +flannti01,1983,1,SDN,NL,92,214,24,50,7,3,3,19,2,2,20,23,8,5,2,4,4 +fletcsc01,1983,1,CHA,AL,114,262,42,62,16,5,3,31,5,1,29,22,0,2,7,2,8 +flynndo01,1983,1,MON,NL,143,452,44,107,18,4,0,26,2,1,19,38,8,0,5,1,12 +foleyto02,1983,1,CIN,NL,68,98,7,20,4,1,0,9,1,0,13,17,2,0,2,0,1 +foliti01,1983,1,CAL,AL,88,330,29,83,10,0,2,29,2,3,5,18,1,1,11,2,5 +fontera01,1983,1,NYA,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fordda01,1983,1,BAL,AL,103,407,63,114,30,4,9,55,9,2,29,55,1,3,3,6,9 +forscbo01,1983,1,SLN,NL,37,54,4,13,3,0,1,6,0,1,3,14,0,0,7,2,0 +forscke01,1983,1,CAL,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +forstte01,1983,1,ATL,NL,56,8,1,4,1,0,0,0,0,0,0,1,0,0,1,0,0 +fostege01,1983,1,NYN,NL,157,601,74,145,19,2,28,90,1,1,38,111,5,4,0,4,19 +francju01,1983,1,CLE,AL,149,560,68,153,24,8,8,80,32,12,27,50,1,2,3,6,21 +francte01,1983,1,MON,NL,120,230,21,59,11,1,3,22,0,2,6,20,2,0,0,2,7 +frazige01,1983,1,NYA,AL,61,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +frobedo01,1983,1,PIT,NL,32,60,10,17,4,1,3,11,1,1,4,17,0,0,0,0,2 +frymawo01,1983,1,MON,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fuentmi02,1983,1,MON,NL,6,4,1,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +gaettga01,1983,1,MIN,AL,157,584,81,143,30,3,21,78,7,1,54,121,2,4,0,8,18 +gaffbr01,1983,1,NYN,NL,4,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +gagnegr01,1983,1,MIN,AL,10,27,2,3,1,0,0,3,0,0,0,6,0,0,0,2,0 +galeri01,1983,1,CIN,NL,33,20,2,3,1,0,1,3,0,1,2,16,0,0,1,0,0 +gamblos01,1983,1,NYA,AL,74,180,26,47,10,2,7,26,0,0,25,23,1,3,0,0,3 +gantnji01,1983,1,ML4,AL,161,603,85,170,23,8,11,74,5,6,38,46,5,6,11,4,10 +garbege01,1983,1,ATL,NL,43,3,1,0,0,0,0,0,0,0,2,2,0,0,0,0,0 +garcida01,1983,1,TOR,AL,131,525,84,161,23,6,3,38,31,17,24,34,3,2,5,5,10 +garciki01,1983,1,PHI,NL,84,118,22,34,7,1,2,9,1,2,9,20,2,1,3,0,6 +gardero01,1983,1,NYN,NL,17,32,1,2,0,0,0,1,0,0,1,4,0,0,0,0,1 +garneph01,1983,1,HOU,NL,154,567,76,135,24,2,14,79,18,12,63,84,8,5,3,6,4 +garresc01,1983,1,SFN,NL,5,9,1,2,0,0,0,0,0,0,0,4,0,0,3,0,0 +garvest01,1983,1,SDN,NL,100,388,76,114,22,0,14,59,4,1,29,39,11,3,0,5,16 +gedmari01,1983,1,BOS,AL,81,204,21,60,16,1,2,18,0,1,15,37,6,1,3,0,4 +geiseda01,1983,1,TOR,AL,47,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +geronce01,1983,1,KCA,AL,38,87,2,18,4,0,0,4,0,1,2,13,0,2,0,0,1 +ghelfto01,1983,1,PHI,NL,3,4,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +gibsobo02,1983,1,ML4,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gibsoki01,1983,1,DET,AL,128,401,60,91,12,9,15,51,14,3,53,96,3,4,5,4,2 +gilesbr01,1983,1,NYN,NL,145,400,39,98,15,0,2,27,17,10,36,77,1,2,4,3,8 +gladdda01,1983,1,SFN,NL,18,63,6,14,2,0,1,9,4,3,5,11,0,0,3,1,3 +glynned01,1983,1,CLE,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +goltzda01,1983,1,CAL,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gonzaju02,1983,1,DET,AL,12,21,0,3,1,0,0,2,0,0,1,7,0,0,1,0,1 +gormato03,1983,1,NYN,NL,25,4,0,1,0,0,0,0,0,1,0,2,0,0,1,0,0 +gossari01,1983,1,NYA,AL,57,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gottji01,1983,1,TOR,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grahale01,1983,1,BOS,AL,5,6,2,0,0,0,0,1,0,1,0,0,0,0,0,1,0 +grantto01,1983,1,CHN,NL,16,20,2,3,1,0,0,2,0,0,3,4,0,0,0,0,0 +graperi01,1983,1,MON,NL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +graylo01,1983,1,CHA,AL,41,78,18,14,3,0,1,4,1,0,8,16,0,0,1,0,3 +greenda03,1983,1,SLN,NL,146,422,52,120,14,10,8,69,34,16,26,76,1,1,3,4,13 +grichbo01,1983,1,CAL,AL,120,387,65,113,17,0,16,62,2,4,76,62,2,7,4,3,11 +griffal01,1983,1,TOR,AL,162,528,62,132,22,9,4,47,8,11,27,44,0,3,11,3,5 +griffke01,1983,1,NYA,AL,118,458,60,140,21,3,11,46,6,1,34,45,3,2,3,2,3 +grossgr01,1983,1,PHI,NL,136,245,25,74,12,3,0,29,3,5,34,16,4,1,1,3,6 +grosske01,1983,1,PHI,NL,17,33,1,3,1,0,0,1,1,0,1,14,0,0,1,0,0 +grosswa01,1983,1,OAK,AL,137,339,34,79,18,0,12,44,3,5,36,52,4,3,4,2,5 +grubbjo01,1983,1,DET,AL,57,134,20,34,5,2,4,22,0,0,28,17,1,2,0,1,5 +guantce01,1983,1,PIT,NL,49,22,1,2,0,0,0,0,0,0,2,14,0,0,0,0,0 +guerrpe01,1983,1,LAN,NL,160,584,87,174,28,6,32,103,23,7,72,110,12,2,0,6,11 +guidrro01,1983,1,NYA,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gullibi01,1983,1,MON,NL,34,82,10,11,5,0,1,3,0,0,4,27,0,0,9,0,1 +gulligl01,1983,1,BAL,AL,23,47,5,10,3,0,0,2,0,1,9,5,0,0,0,1,1 +gumpeda01,1983,1,DET,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gurala01,1983,1,KCA,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gutieja01,1983,1,BOS,AL,5,10,2,3,0,0,0,0,0,1,1,1,0,0,0,0,1 +gwosddo01,1983,1,SDN,NL,39,55,7,6,1,0,1,4,0,0,7,19,0,0,2,0,2 +gwynnto01,1983,1,SDN,NL,86,304,34,94,12,2,1,37,7,4,23,21,5,0,4,3,9 +haasmo01,1983,1,ML4,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hagenke01,1983,1,SLN,NL,9,5,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +hairsje01,1983,1,CHA,AL,101,126,17,37,9,1,5,22,0,1,23,16,4,0,0,2,1 +hallal02,1983,1,ATL,NL,10,8,2,0,0,0,0,0,1,1,2,2,0,0,0,0,0 +hallme01,1983,1,CHN,NL,112,410,60,116,23,5,17,56,6,6,42,101,6,3,1,2,4 +hammaat01,1983,1,SFN,NL,23,59,1,6,0,0,0,2,0,0,4,19,0,1,3,0,0 +hancoga01,1983,1,OAK,AL,101,256,29,70,7,3,8,30,2,0,5,13,4,1,3,1,3 +hargeal01,1983,1,CHN,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hargrmi01,1983,1,CLE,AL,134,469,57,134,21,4,3,57,0,6,78,40,5,5,7,7,11 +harpebr01,1983,1,PIT,NL,61,131,16,29,4,1,7,20,0,0,2,15,0,1,2,4,3 +harpete01,1983,1,ATL,NL,80,201,19,53,13,1,3,26,6,5,20,43,0,1,1,1,6 +harrato01,1983,1,CLE,AL,138,526,81,140,23,1,9,53,16,10,75,49,1,7,4,3,13 +harrigr01,1983,1,CIN,NL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hassero01,1983,1,CLE,AL,117,341,48,92,21,0,6,42,2,2,38,35,2,2,2,5,11 +hasslan01,1983,1,CAL,AL,42,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hatchmi01,1983,1,MIN,AL,106,375,50,119,15,3,9,47,2,0,14,19,0,1,3,2,12 +havenbr01,1983,1,MIN,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hawkian01,1983,1,SDN,NL,21,31,3,2,0,0,0,0,0,0,4,9,0,0,6,0,0 +hayesbe01,1983,1,CIN,NL,60,5,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +hayesvo01,1983,1,PHI,NL,124,351,45,93,9,5,6,32,20,12,36,55,7,3,0,2,11 +heathje02,1983,1,HOU,NL,6,6,0,0,0,0,0,0,0,0,0,4,0,0,3,0,0 +heathmi02,1983,1,OAK,AL,96,345,45,97,17,0,6,33,3,4,18,59,4,1,1,1,9 +heatone01,1983,1,CLE,AL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hebneri01,1983,1,PIT,NL,78,162,23,43,4,1,5,26,8,3,17,28,4,1,2,4,3 +heepda01,1983,1,NYN,NL,115,253,30,64,12,0,8,21,3,3,29,40,6,1,1,5,5 +heimugo01,1983,1,OAK,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hendeda01,1983,1,SEA,AL,137,484,50,130,24,5,17,55,9,3,28,93,3,1,2,6,5 +henderi01,1983,1,OAK,AL,145,513,105,150,25,7,9,48,108,19,103,80,8,4,1,1,11 +hendest01,1983,1,SEA,AL,121,436,50,128,32,3,10,54,10,14,44,82,2,0,1,3,9 +hendrge01,1983,1,SLN,NL,144,529,73,168,33,3,18,97,3,4,51,76,15,2,0,11,12 +henketo01,1983,1,TEX,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hernake01,1983,1,SLN,NL,55,218,34,62,15,4,3,26,1,1,24,30,5,0,0,2,2 +hernake01,1983,2,NYN,NL,95,320,43,98,8,3,9,37,8,4,64,42,9,2,2,1,5 +hernale01,1983,1,BAL,AL,64,203,21,50,6,1,6,26,1,0,12,19,1,0,0,1,4 +hernawi01,1983,1,CHN,NL,11,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +hernawi01,1983,2,PHI,NL,63,13,2,5,0,0,0,1,1,0,0,5,0,0,0,0,0 +herndla01,1983,1,DET,AL,153,603,88,182,28,9,20,92,9,3,46,95,6,3,0,6,20 +herrto01,1983,1,SLN,NL,89,313,43,101,14,4,2,31,6,8,43,27,2,1,8,3,7 +hershor01,1983,1,LAN,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hickeke01,1983,1,CHA,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hilldo01,1983,1,OAK,AL,53,158,20,42,7,0,2,15,1,1,4,21,0,0,5,2,3 +hillma01,1983,1,CHA,AL,58,133,11,30,6,0,1,11,0,1,9,24,2,0,4,0,4 +hinshge01,1983,1,SDN,NL,7,16,1,7,1,0,0,4,1,0,0,4,0,0,1,0,0 +hodgero01,1983,1,NYN,NL,110,250,20,65,12,0,0,21,0,3,49,42,6,2,2,2,8 +hoffmgl01,1983,1,BOS,AL,143,473,56,123,24,1,4,41,1,1,30,76,1,2,11,2,5 +hoffmgu01,1983,1,CHA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hollaal01,1983,1,PHI,NL,68,7,0,0,0,0,0,0,0,0,0,5,0,0,1,0,0 +holmasc01,1983,1,NYN,NL,35,23,1,5,0,0,0,2,0,0,0,9,0,0,2,0,0 +honeyri01,1983,1,TEX,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +honeyri01,1983,2,LAN,NL,9,12,1,1,0,0,0,1,0,0,0,0,0,0,2,0,0 +hooddo01,1983,1,KCA,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hootobu01,1983,1,LAN,NL,33,50,5,8,2,0,0,7,0,0,3,15,0,0,4,0,1 +hornebo01,1983,1,ATL,NL,104,386,75,117,25,1,20,68,4,2,50,63,2,1,0,2,14 +hosteda01,1983,1,TEX,AL,94,304,31,67,9,2,11,46,0,2,42,103,1,5,0,2,10 +houghch01,1983,1,TEX,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +housepa02,1983,1,CIN,NL,123,380,40,97,24,4,6,43,12,12,44,60,5,2,0,1,7 +howarmi01,1983,1,NYN,NL,1,3,0,1,0,0,0,1,0,0,0,1,0,0,0,0,0 +howelja01,1983,1,NYA,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +howelro02,1983,1,ML4,AL,69,194,23,54,9,6,4,25,1,3,15,29,0,0,2,0,4 +howest01,1983,1,LAN,NL,46,8,1,1,0,0,0,0,0,0,1,3,0,0,0,0,0 +hoytla01,1983,1,CHA,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hrbekke01,1983,1,MIN,AL,141,515,75,153,41,5,16,84,4,6,57,71,5,3,0,7,12 +hubbagl01,1983,1,ATL,NL,148,517,65,136,24,6,12,70,3,8,55,71,2,4,9,7,12 +hudgeda01,1983,1,OAK,AL,6,7,0,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +hudsoch02,1983,1,PHI,NL,27,54,4,5,0,0,0,3,0,0,2,32,0,1,5,0,0 +huismma01,1983,1,KCA,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +huletti01,1983,1,CHA,AL,6,5,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0 +humeto01,1983,1,CIN,NL,48,5,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +huppeda01,1983,1,BAL,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hurdlcl01,1983,1,NYN,NL,13,33,3,6,2,0,0,2,0,0,2,10,0,0,0,0,1 +hurstbr01,1983,1,BOS,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +iorgda01,1983,1,SLN,NL,58,116,6,31,9,1,0,11,1,0,10,11,2,1,0,4,6 +iorgga01,1983,1,TOR,AL,122,375,40,103,22,5,2,39,7,0,13,45,3,1,2,3,10 +iviemi01,1983,1,DET,AL,12,42,4,9,4,0,0,7,0,0,2,4,1,0,0,1,2 +jacksda02,1983,1,KCA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jacksre01,1983,1,CAL,AL,116,397,43,77,14,1,14,49,0,2,52,140,5,4,0,5,5 +jacksro02,1983,1,CAL,AL,102,348,41,80,16,1,8,39,2,2,27,33,2,3,1,0,10 +jacksro03,1983,1,TOR,AL,49,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jacobbr01,1983,1,ATL,NL,4,8,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +jamesbo01,1983,1,DET,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jamesbo01,1983,2,MON,NL,27,7,0,2,0,0,0,1,0,0,0,4,0,0,0,0,0 +jamesdi01,1983,1,ML4,AL,11,20,1,2,0,0,0,1,1,0,2,2,0,0,0,0,0 +jeffcmi01,1983,1,CLE,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jeltzst01,1983,1,PHI,NL,13,8,0,1,0,1,0,1,0,0,1,2,0,0,1,0,2 +jenkife01,1983,1,CHN,NL,33,53,3,13,2,1,0,5,0,0,1,8,0,0,5,0,0 +jimenho01,1983,1,MIN,AL,36,86,5,15,5,1,0,9,0,1,4,11,0,0,0,2,0 +johnsbi04,1983,1,CHN,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnsbo04,1983,1,TEX,AL,72,175,18,37,6,1,5,16,3,0,16,55,0,1,0,1,7 +johnscl01,1983,1,TOR,AL,142,407,59,108,23,1,22,76,0,1,67,69,8,5,1,4,10 +johnsho01,1983,1,DET,AL,27,66,11,14,0,0,3,5,0,0,7,10,0,1,0,0,1 +johnsja01,1983,1,CHN,NL,86,140,16,36,7,0,6,22,1,1,20,24,6,3,2,0,4 +johnsjo04,1983,1,BOS,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnsra04,1983,1,ATL,NL,86,144,22,36,3,0,1,17,1,3,20,27,3,1,4,0,4 +johnsro03,1983,1,KCA,AL,9,27,2,7,0,0,0,1,0,0,3,1,0,0,0,0,0 +johnswa03,1983,1,MON,NL,3,2,1,1,0,0,0,0,1,0,1,0,0,0,0,0,0 +johnswa03,1983,2,SFN,NL,7,8,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0 +johnto01,1983,1,CAL,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jonesal02,1983,1,CHA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jonesbo02,1983,1,TEX,AL,41,72,5,16,4,0,1,11,0,2,5,17,1,2,0,2,2 +jonesje01,1983,1,OAK,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jonesje02,1983,1,CIN,NL,16,44,6,10,3,0,0,5,2,0,11,13,0,1,0,2,0 +jonesly01,1983,1,DET,AL,49,64,9,17,1,2,0,6,1,0,3,6,0,0,3,0,1 +jonesod01,1983,1,TEX,AL,42,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jonesru01,1983,1,SDN,NL,133,335,42,78,12,3,12,49,11,11,35,58,4,0,2,0,8 +jorgemi01,1983,1,NYN,NL,38,24,5,6,3,0,1,3,0,1,2,4,0,1,0,0,1 +jorgemi01,1983,2,ATL,NL,57,48,5,12,1,0,1,8,0,0,8,8,0,0,0,1,1 +juraked01,1983,1,BOS,AL,75,159,19,44,8,4,0,18,1,2,18,25,1,1,3,2,4 +kaatji01,1983,1,SLN,NL,24,4,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +kaufmcu01,1983,1,NYA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kearnbo01,1983,1,OAK,AL,108,298,33,76,11,0,8,32,1,4,21,50,1,4,4,1,11 +keeneje01,1983,1,SLN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kempst01,1983,1,NYA,AL,109,373,53,90,17,3,12,49,1,0,41,37,3,2,1,2,17 +kenneju01,1983,1,CHN,NL,17,22,3,3,0,0,0,3,0,0,1,6,0,0,0,1,2 +kennete02,1983,1,SDN,NL,149,549,47,156,27,2,17,98,1,3,51,89,15,2,1,9,10 +keougma02,1983,1,OAK,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +keougma02,1983,2,NYA,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kernji01,1983,1,CHA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kingmbr01,1983,1,SFN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kingmda01,1983,1,NYN,NL,100,248,25,49,7,0,13,29,2,1,22,57,1,1,1,1,2 +kisonbr01,1983,1,CAL,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kittlro01,1983,1,CHA,AL,145,520,75,132,19,3,35,100,8,3,39,150,8,8,0,3,10 +kluttmi01,1983,1,TOR,AL,22,43,3,11,0,0,3,5,0,1,1,11,1,1,0,0,0 +kneppbo01,1983,1,HOU,NL,35,66,5,12,2,1,1,5,0,0,2,25,0,0,4,2,0 +kniceal01,1983,1,CIN,NL,59,98,11,22,3,0,2,10,0,2,16,28,3,0,1,0,5 +knighra01,1983,1,HOU,NL,145,507,43,154,36,4,9,70,0,3,42,62,9,4,3,11,17 +kommibr01,1983,1,ATL,NL,19,36,2,8,2,0,0,4,0,0,5,7,0,0,0,0,1 +koosmje01,1983,1,CHA,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +krencwa01,1983,1,CIN,NL,51,77,6,21,2,0,0,11,0,0,8,4,2,1,0,1,2 +krencwa01,1983,2,DET,AL,59,133,18,37,7,0,1,16,0,0,11,27,0,1,2,2,1 +kruegbi01,1983,1,OAK,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +krukomi01,1983,1,SFN,NL,31,63,3,16,2,0,1,8,1,1,2,15,0,0,4,2,1 +kuipedu01,1983,1,SFN,NL,72,176,14,44,2,2,0,14,0,1,27,13,6,2,4,2,7 +kuntzru01,1983,1,CHA,AL,28,42,6,11,1,0,0,1,1,0,6,13,0,0,0,0,1 +kuntzru01,1983,2,MIN,AL,31,100,13,19,3,0,3,5,0,0,12,28,0,0,0,1,4 +laceybo01,1983,1,CAL,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lachoal01,1983,1,TEX,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lacorfr01,1983,1,HOU,NL,37,5,0,1,1,0,0,1,0,0,0,0,0,0,1,1,0 +lacosmi01,1983,1,HOU,NL,38,35,1,3,0,0,0,1,0,0,1,12,0,0,4,0,0 +lacyle01,1983,1,PIT,NL,108,288,40,87,12,3,4,13,31,13,22,36,2,0,3,0,2 +laddpe01,1983,1,ML4,AL,44,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lagami01,1983,1,DET,AL,12,21,2,4,0,0,0,2,0,0,1,9,0,0,0,0,1 +lahtije01,1983,1,SLN,NL,53,10,0,0,0,0,0,0,0,0,0,5,0,0,0,0,0 +lakest01,1983,1,CHN,NL,38,85,9,22,4,1,1,7,0,0,2,6,2,1,0,0,4 +lampde01,1983,1,CHA,AL,49,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +landera01,1983,1,CIN,NL,7,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +landera01,1983,2,LAN,NL,64,64,6,11,1,1,1,1,0,2,3,8,0,0,0,0,1 +landrke01,1983,1,LAN,NL,141,481,63,135,25,3,17,66,30,11,34,52,5,2,2,5,9 +landrti01,1983,1,SLN,NL,6,5,0,1,0,1,0,0,1,0,1,2,0,0,0,0,0 +landrti01,1983,2,BAL,AL,26,42,8,13,2,0,1,4,0,2,1,11,0,0,0,1,1 +langfri01,1983,1,OAK,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lansfca01,1983,1,OAK,AL,80,299,43,92,16,2,10,45,3,8,22,33,4,3,0,4,8 +lansfjo01,1983,1,SDN,NL,12,8,1,2,0,0,1,2,0,0,0,3,0,0,0,0,0 +lapoida01,1983,1,SLN,NL,37,59,4,9,0,0,0,5,0,0,7,20,0,0,5,0,2 +larkipa01,1983,1,SFN,NL,5,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +larocda01,1983,1,NYA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +laskebi01,1983,1,SFN,NL,26,47,5,5,0,0,0,1,0,1,7,21,0,1,1,0,0 +laudnti01,1983,1,MIN,AL,62,168,20,31,9,0,6,18,0,0,15,49,0,0,0,1,2 +lavelga01,1983,1,SFN,NL,56,14,0,0,0,0,0,0,0,0,0,7,0,0,0,0,0 +lawru01,1983,1,CHA,AL,141,501,95,142,20,7,3,34,77,12,42,36,2,2,4,2,4 +lawva01,1983,1,CHA,AL,145,408,55,99,21,5,4,42,3,1,51,56,1,1,6,5,7 +leach01,1983,1,MON,NL,33,70,6,8,1,0,0,3,0,0,2,29,0,0,12,0,3 +leachri01,1983,1,DET,AL,99,242,22,60,17,0,3,26,2,2,19,21,1,1,0,0,6 +leallu01,1983,1,TOR,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +learyti01,1983,1,NYN,NL,2,3,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +lefebjo01,1983,1,SDN,NL,18,20,1,5,0,0,0,1,0,0,2,3,0,0,0,0,1 +lefebjo01,1983,2,PHI,NL,101,258,34,80,20,8,8,38,5,3,31,46,6,3,1,2,8 +leffecr01,1983,1,CHN,NL,56,18,1,2,0,0,0,0,0,0,1,9,0,0,1,0,0 +lemasjo01,1983,1,SFN,NL,141,534,81,128,16,1,6,30,39,19,60,96,3,2,8,4,3 +lemonch01,1983,1,DET,AL,145,491,78,125,21,5,24,69,0,7,54,70,1,20,4,4,11 +leonade01,1983,1,KCA,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leonaje01,1983,1,SFN,NL,139,516,74,144,17,7,21,87,26,7,35,116,2,1,0,6,10 +lerchra01,1983,1,MON,NL,19,9,0,2,1,0,0,0,0,0,1,0,0,0,1,0,1 +lerchra01,1983,2,SFN,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leslebr01,1983,1,CIN,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +lewisji01,1983,1,MIN,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lezcasi01,1983,1,SDN,NL,97,317,41,74,11,2,8,49,0,0,47,66,3,1,4,4,8 +lezcasi01,1983,2,PHI,NL,18,39,8,11,1,0,0,7,1,0,5,9,0,0,1,0,0 +littlbr01,1983,1,MON,NL,106,350,48,91,15,3,1,36,4,5,50,22,1,2,5,4,10 +lollati01,1983,1,SDN,NL,31,58,7,14,1,1,1,11,0,0,5,12,0,0,0,2,0 +lopesda01,1983,1,OAK,AL,147,494,64,137,13,4,17,67,22,4,51,61,7,2,4,10,9 +lopezau01,1983,1,DET,AL,57,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +loucksc01,1983,1,HOU,NL,7,14,2,3,0,0,0,0,2,2,1,4,0,0,0,0,0 +lovigja01,1983,1,CHN,NL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +lowenjo01,1983,1,BAL,AL,122,310,52,87,13,2,15,60,2,1,49,55,1,1,0,6,2 +lubrast01,1983,1,CAL,AL,57,156,12,34,9,0,0,7,0,1,4,17,0,0,13,1,3 +lucasga01,1983,1,SDN,NL,62,12,0,0,0,0,0,1,0,0,0,5,0,0,0,0,0 +luzingr01,1983,1,CHA,AL,144,502,73,128,26,1,32,95,2,1,70,117,6,11,0,10,10 +lynched01,1983,1,NYN,NL,30,52,3,8,0,0,0,4,0,0,1,17,0,0,11,0,0 +lynnfr01,1983,1,CAL,AL,117,437,56,119,20,3,22,74,2,2,55,83,10,2,0,6,7 +lyonsbi01,1983,1,SLN,NL,42,60,3,10,1,1,0,3,3,2,1,11,0,0,0,0,1 +lysanri01,1983,1,MIN,AL,61,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +maddemi01,1983,1,HOU,NL,28,22,0,1,0,0,0,2,0,0,1,12,0,0,6,0,0 +maddoga01,1983,1,PHI,NL,97,324,27,89,14,2,4,32,7,6,17,31,5,1,2,1,9 +madlobi01,1983,1,PIT,NL,130,473,68,153,21,0,12,68,3,4,49,24,10,2,1,5,16 +mahleri01,1983,1,ATL,NL,10,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +maldoca01,1983,1,LAN,NL,42,62,5,12,1,1,1,6,0,0,5,14,0,0,1,0,1 +malerji01,1983,1,SEA,AL,26,66,5,12,1,0,1,3,0,3,5,11,0,2,0,0,3 +manniri01,1983,1,CLE,AL,50,194,20,54,6,0,1,10,7,3,12,22,1,0,2,1,5 +manniri01,1983,2,ML4,AL,108,375,40,86,14,4,3,33,11,2,26,40,4,1,1,3,8 +marshmi02,1983,1,LAN,NL,140,465,47,132,17,1,17,65,7,3,43,127,4,5,0,5,8 +martibu01,1983,1,TOR,AL,88,221,27,56,14,0,10,33,0,1,29,39,0,0,1,2,7 +martica01,1983,1,CHN,NL,29,89,8,23,3,0,6,16,0,0,4,19,0,0,0,1,3 +martide01,1983,1,BAL,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +martije01,1983,1,KCA,AL,13,44,4,14,2,0,2,13,1,0,1,7,0,0,0,3,0 +martijo05,1983,1,SLN,NL,26,18,1,4,1,0,0,4,0,0,0,2,0,0,2,0,0 +martijo05,1983,2,DET,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +martire01,1983,1,SFN,NL,37,26,4,9,2,2,0,1,1,0,0,8,0,0,1,0,0 +martiti01,1983,1,BAL,AL,65,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +martzra01,1983,1,CHA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +masonmi01,1983,1,TEX,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +matlajo01,1983,1,TEX,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +matthga01,1983,1,PHI,NL,132,446,66,115,18,2,10,50,13,9,69,81,3,0,4,7,8 +mattido01,1983,1,NYA,AL,91,279,34,79,15,4,4,32,0,0,21,31,5,1,2,2,8 +matusle01,1983,1,PHI,NL,28,80,12,22,6,1,4,16,0,1,4,14,1,0,2,1,1 +maymi01,1983,1,SFN,NL,66,186,18,46,6,0,6,20,2,2,21,23,6,0,1,0,6 +maymi01,1983,2,PIT,NL,7,12,0,3,0,0,0,0,0,0,1,1,1,0,0,0,0 +mayru01,1983,1,NYA,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mazzile01,1983,1,PIT,NL,109,246,37,59,9,0,5,24,15,5,49,43,1,2,4,4,8 +mcbriba01,1983,1,CLE,AL,70,230,21,67,8,1,1,18,8,2,9,26,2,1,1,2,9 +mccatst01,1983,1,OAK,AL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcclubo01,1983,1,ML4,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcgafan01,1983,1,SFN,NL,43,30,0,2,2,0,0,3,0,1,1,20,0,0,2,0,0 +mcgeewi01,1983,1,SLN,NL,147,601,75,172,22,8,5,75,39,8,26,98,2,0,1,3,8 +mcgratu01,1983,1,PHI,NL,34,3,0,1,0,0,0,0,0,0,0,0,0,0,2,0,0 +mcgresc01,1983,1,BAL,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mclauby01,1983,1,CAL,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mclaujo01,1983,1,TOR,AL,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcmurcr01,1983,1,ATL,NL,36,70,2,6,0,0,0,3,0,0,3,40,0,0,12,0,1 +mcnearu01,1983,1,OAK,AL,15,4,5,0,0,0,0,0,0,1,0,0,0,0,0,0,0 +mcraeha01,1983,1,KCA,AL,157,589,84,183,41,6,12,82,2,3,50,68,7,10,0,5,18 +mcreyke01,1983,1,SDN,NL,39,140,15,31,3,1,4,14,2,1,12,29,1,0,0,3,1 +mcwilla01,1983,1,PIT,NL,35,79,5,9,1,0,0,4,1,1,1,32,0,0,10,0,0 +meachbo01,1983,1,NYA,AL,22,51,5,12,2,0,0,4,8,0,4,10,0,1,0,0,0 +mercaor01,1983,1,SEA,AL,66,178,10,35,11,2,1,16,2,2,14,27,0,1,2,2,3 +meyerda01,1983,1,OAK,AL,69,169,15,32,9,0,1,13,0,0,19,11,2,0,1,2,8 +milbola01,1983,1,PHI,NL,41,66,3,16,0,1,0,4,2,1,4,7,0,0,2,1,3 +milbola01,1983,2,NYA,AL,31,70,5,14,4,0,0,2,1,1,5,10,0,1,0,0,0 +milleri01,1983,1,BOS,AL,104,262,41,75,10,2,2,21,3,3,28,30,1,1,1,1,6 +millsbr01,1983,1,MON,NL,14,20,1,5,0,0,0,1,0,0,2,3,0,0,0,0,0 +milneed01,1983,1,CIN,NL,146,502,77,131,23,6,9,33,41,12,68,60,2,1,12,1,11 +mintogr01,1983,1,SFN,NL,73,11,4,6,1,0,1,3,0,0,2,2,0,0,0,0,0 +mirabpa01,1983,1,BAL,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mitchbo03,1983,1,MIN,AL,59,152,26,35,4,2,1,15,1,1,28,21,2,1,0,0,3 +mizerjo01,1983,1,HOU,NL,33,85,8,13,4,1,1,10,0,0,12,15,2,1,1,1,2 +moffira01,1983,1,TOR,AL,45,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +molinbo01,1983,1,PHI,NL,19,18,1,2,1,0,1,3,0,0,0,2,0,0,0,1,0 +molinbo01,1983,2,DET,AL,8,2,3,0,0,0,0,0,1,1,1,1,0,0,0,0,0 +molitpa01,1983,1,ML4,AL,152,608,95,164,28,6,15,47,41,8,59,74,4,2,7,6,12 +mondari01,1983,1,LAN,NL,99,178,21,44,7,1,6,20,0,0,29,42,9,0,0,1,3 +moneydo01,1983,1,ML4,AL,43,114,5,17,5,0,1,8,0,0,11,17,1,0,1,2,3 +mongesi01,1983,1,PHI,NL,14,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mongesi01,1983,2,SDN,NL,47,10,0,1,0,0,0,0,0,0,0,3,0,0,1,0,0 +montejo01,1983,1,SDN,NL,31,19,1,1,0,0,0,1,0,0,2,11,0,0,4,0,0 +montejo01,1983,2,NYA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +moorech02,1983,1,ML4,AL,151,529,65,150,27,6,2,49,11,4,55,42,5,4,14,3,14 +mooredo01,1983,1,ATL,NL,43,8,0,4,0,0,0,3,0,0,0,2,0,0,1,0,1 +mooreke01,1983,1,OAK,AL,41,124,12,26,4,0,5,16,2,4,10,39,0,1,0,1,3 +mooremi01,1983,1,SEA,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +moralje01,1983,1,CHN,NL,63,87,11,17,9,0,0,11,0,0,7,19,0,0,0,1,1 +moraljo01,1983,1,LAN,NL,47,53,4,15,3,0,3,8,0,0,1,11,0,0,0,0,2 +morelke01,1983,1,CHN,NL,154,533,76,161,30,3,16,70,0,3,68,73,8,3,5,10,16 +morenom01,1983,1,HOU,NL,97,405,48,98,12,11,0,25,30,13,22,72,3,1,0,1,2 +morenom01,1983,2,NYA,AL,48,152,17,38,9,1,1,17,7,3,8,31,0,0,3,0,4 +morgajo02,1983,1,PHI,NL,123,404,72,93,20,1,16,59,18,2,89,54,1,4,1,6,13 +morgami01,1983,1,TOR,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +morogda01,1983,1,BAL,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +morrija02,1983,1,DET,AL,44,0,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +morriji01,1983,1,PIT,NL,66,158,16,48,7,2,6,25,2,6,9,25,1,2,4,1,3 +mosebll01,1983,1,TOR,AL,151,539,104,170,31,7,18,81,27,8,51,85,4,5,3,6,10 +mosesjo01,1983,1,SEA,AL,93,130,19,27,4,1,0,6,11,5,12,20,0,1,0,0,4 +moskapa01,1983,1,CHN,NL,8,11,2,2,1,0,0,0,0,0,0,0,0,0,2,0,0 +motleda01,1983,1,KCA,AL,19,68,9,16,1,2,3,11,2,1,2,8,0,1,0,1,3 +mullira01,1983,1,TOR,AL,129,364,54,100,34,3,10,49,0,2,57,43,5,1,3,2,13 +mumphje01,1983,1,NYA,AL,83,267,41,70,11,4,7,36,2,3,28,33,2,0,2,5,11 +mumphje01,1983,2,HOU,NL,44,143,17,48,10,2,1,17,5,0,22,23,3,1,0,1,1 +murast01,1983,1,CHA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +murcebo01,1983,1,NYA,AL,9,22,2,4,2,0,1,1,0,0,1,1,0,0,0,0,3 +murphda05,1983,1,ATL,NL,162,589,131,178,24,4,36,121,30,4,90,110,12,2,0,6,15 +murphdw01,1983,1,OAK,AL,130,471,55,107,17,2,17,75,7,5,62,105,4,0,7,6,16 +murrada01,1983,1,NYA,AL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +murraed02,1983,1,BAL,AL,156,582,115,178,30,3,33,111,5,1,86,90,13,3,0,9,13 +murrari01,1983,1,SFN,NL,4,10,0,2,0,0,0,1,0,0,0,3,0,0,0,0,1 +nahorbi01,1983,1,DET,AL,2,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +narroje01,1983,1,CAL,AL,10,22,1,3,0,0,1,4,0,0,1,3,0,0,0,0,0 +nelsoge01,1983,1,SEA,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nelsoja01,1983,1,SEA,AL,40,96,9,21,3,0,1,5,4,2,13,12,1,0,1,1,2 +nelsori01,1983,1,SEA,AL,98,291,32,74,13,3,5,36,7,4,17,50,3,0,2,1,4 +nettlgr01,1983,1,NYA,AL,129,462,56,123,17,3,20,75,0,1,51,65,2,3,0,3,9 +newmaje01,1983,1,BOS,AL,59,132,11,25,4,0,3,7,0,1,10,31,1,2,2,1,4 +nichore01,1983,1,BOS,AL,100,274,35,78,22,1,6,22,7,5,26,36,2,3,3,1,5 +nicosst01,1983,1,PIT,NL,21,46,4,6,2,0,1,1,0,0,1,7,0,0,2,0,5 +nicosst01,1983,2,SFN,NL,15,33,4,11,0,0,0,6,0,0,3,2,1,0,1,0,2 +niedeto01,1983,1,LAN,NL,66,4,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +niekrjo01,1983,1,HOU,NL,38,85,1,8,2,0,0,2,0,0,0,22,0,1,12,0,1 +niekrph01,1983,1,ATL,NL,34,65,3,12,2,0,0,5,0,0,1,12,0,0,6,1,7 +niemara01,1983,1,PIT,NL,8,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nippeal01,1983,1,BOS,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nixonot01,1983,1,NYA,AL,13,14,2,2,0,0,0,0,2,0,1,5,0,0,0,0,0 +nolanjo01,1983,1,BAL,AL,73,184,25,51,11,1,5,24,0,0,16,31,1,2,0,0,5 +nolesdi01,1983,1,CHN,NL,24,38,1,9,1,0,0,5,0,0,1,17,0,0,3,0,0 +nordhwa01,1983,1,CHN,NL,21,35,1,5,1,0,1,4,0,0,0,5,0,1,0,1,2 +norrimi01,1983,1,OAK,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nunezed01,1983,1,SEA,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nymanch01,1983,1,CHA,AL,21,28,12,8,0,0,2,4,2,2,4,7,0,1,0,0,0 +oberkke01,1983,1,SLN,NL,151,488,62,143,26,5,3,38,12,6,61,27,5,1,4,3,12 +oberrmi01,1983,1,CAL,AL,26,60,7,10,1,0,1,5,0,0,3,11,0,0,2,0,1 +obriepe03,1983,1,TEX,AL,154,524,53,124,24,5,8,53,5,4,58,62,2,1,3,2,12 +oconnja02,1983,1,MIN,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +oelkebr01,1983,1,MIN,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +oestero01,1983,1,CIN,NL,157,549,63,145,23,5,11,58,2,2,49,106,14,1,7,6,17 +officro01,1983,1,NYA,AL,2,2,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0 +oglivbe01,1983,1,ML4,AL,125,411,49,115,19,3,13,66,4,6,60,64,12,4,0,8,9 +ojedabo01,1983,1,BOS,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +oliveal01,1983,1,MON,NL,157,614,70,184,38,3,8,84,1,3,44,44,17,2,1,3,21 +omallto01,1983,1,SFN,NL,135,410,40,106,16,1,5,45,2,4,52,47,4,4,4,3,12 +oquenjo01,1983,1,NYN,NL,120,328,29,70,7,0,1,17,8,9,19,60,2,2,3,1,10 +oroscje01,1983,1,NYN,NL,62,12,0,4,0,0,0,2,0,0,1,3,0,0,2,1,0 +orsuljo01,1983,1,PIT,NL,7,11,0,2,0,0,0,1,0,1,0,2,0,0,0,1,0 +ortajo01,1983,1,TOR,AL,103,245,30,58,6,3,10,38,1,2,19,29,0,0,0,4,6 +ortizju01,1983,1,PIT,NL,5,8,1,1,0,0,0,0,0,0,1,0,0,0,1,0,0 +ortizju01,1983,2,NYN,NL,68,185,10,47,5,0,0,12,1,0,3,34,0,1,1,0,1 +otisam01,1983,1,KCA,AL,98,356,35,93,16,3,4,41,5,2,27,63,3,0,0,1,7 +owchibo01,1983,1,PIT,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +owenda01,1983,1,CHN,NL,16,22,1,2,0,1,0,2,1,0,2,7,0,0,1,1,0 +owenla01,1983,1,ATL,NL,17,17,0,2,0,0,0,1,0,1,0,2,0,0,0,0,0 +owensp01,1983,1,SEA,AL,80,306,36,60,11,3,2,21,10,6,24,44,0,2,5,3,2 +ownberi01,1983,1,NYN,NL,12,9,2,1,0,0,0,0,0,0,0,2,0,0,1,0,0 +pacioto01,1983,1,CHA,AL,115,420,65,129,32,3,9,63,6,1,25,58,4,3,4,4,9 +pagelka01,1983,1,CLE,AL,8,20,1,6,0,0,0,1,0,0,0,5,0,0,0,0,0 +pagemi02,1983,1,OAK,AL,57,79,16,19,3,0,0,1,3,3,10,22,0,2,1,0,2 +palmeji01,1983,1,BAL,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pariske01,1983,1,CIN,NL,56,120,13,30,6,0,0,7,8,2,15,22,1,1,1,1,3 +parkeda01,1983,1,PIT,NL,144,552,68,154,29,4,12,69,12,9,28,89,6,0,0,6,11 +parrila01,1983,1,TEX,AL,145,555,76,151,26,4,26,88,0,0,46,91,8,3,0,9,20 +parrila02,1983,1,DET,AL,155,605,80,163,42,3,27,114,1,3,44,106,7,1,0,13,21 +parsoca01,1983,1,CHA,AL,8,5,1,1,0,0,0,0,0,0,2,1,1,0,0,0,0 +pashnla01,1983,1,DET,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pastocl01,1983,1,KCA,AL,10,32,4,4,0,0,2,5,0,0,0,3,0,0,0,0,4 +pastofr01,1983,1,CIN,NL,36,59,6,11,2,0,1,5,0,1,2,19,0,0,3,0,0 +pattere01,1983,1,CHN,NL,5,6,1,0,0,0,0,0,0,0,0,2,0,0,2,0,0 +penaal01,1983,1,LAN,NL,34,60,2,6,0,0,1,4,0,0,0,21,0,0,1,0,2 +penabe01,1983,1,HOU,NL,4,8,0,1,0,0,0,0,0,0,2,2,0,0,0,0,0 +penato01,1983,1,PIT,NL,151,542,51,163,22,3,15,70,6,7,31,73,8,0,6,1,13 +percoja01,1983,1,CLE,AL,14,26,1,7,1,0,0,0,3,1,5,2,0,0,0,0,0 +perezpa01,1983,1,ATL,NL,33,75,4,12,0,0,0,3,0,0,3,27,0,0,7,0,2 +perezto01,1983,1,PHI,NL,91,253,18,61,11,2,6,43,1,0,28,57,1,1,0,3,9 +perkibr01,1983,1,CLE,AL,79,184,23,50,10,0,0,24,1,5,9,19,3,0,0,4,3 +perryga01,1983,1,SEA,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +perryga01,1983,2,KCA,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +perryge01,1983,1,ATL,NL,27,39,5,14,2,0,1,6,0,1,5,4,0,0,0,1,1 +peterri01,1983,1,OAK,AL,55,178,20,51,7,0,0,20,4,9,12,21,0,1,2,5,2 +petrage01,1983,1,TOR,AL,6,4,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +petryda01,1983,1,DET,AL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pettiga01,1983,1,CAL,AL,22,85,19,25,2,3,3,6,8,3,7,15,0,0,1,0,1 +pettija01,1983,1,MIN,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pettijo01,1983,1,SFN,NL,61,86,11,16,0,1,0,7,4,1,9,11,1,0,1,1,3 +phelpke01,1983,1,SEA,AL,50,127,10,30,4,1,7,16,0,0,13,25,0,0,1,3,0 +phillmi01,1983,1,MON,NL,5,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +phillto02,1983,1,OAK,AL,148,412,54,102,12,3,4,35,16,5,48,70,1,2,11,3,5 +picciro01,1983,1,ML4,AL,14,27,2,6,3,0,0,1,0,0,0,4,0,0,1,1,0 +pinielo01,1983,1,NYA,AL,53,148,19,43,9,1,2,16,1,1,11,12,3,1,0,0,4 +pocorbi01,1983,1,ATL,NL,55,120,11,32,6,0,2,16,0,0,12,7,4,0,0,1,3 +portech01,1983,1,ML4,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +porteda02,1983,1,SLN,NL,145,443,57,116,24,3,15,66,1,3,68,94,12,4,1,3,8 +powelho01,1983,1,TOR,AL,40,83,6,14,0,0,1,7,2,0,5,8,0,0,0,1,1 +powerte01,1983,1,CIN,NL,49,16,0,0,0,0,0,0,0,0,1,14,0,0,3,0,0 +pricejo02,1983,1,CIN,NL,21,41,0,4,0,0,0,0,0,0,3,14,0,0,3,0,0 +prolymi01,1983,1,CHN,NL,60,11,1,1,0,0,0,0,0,0,1,3,0,0,2,0,0 +pruitro01,1983,1,SFN,NL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pryorgr01,1983,1,KCA,AL,68,115,9,25,4,0,1,14,0,0,7,8,0,0,2,1,3 +puhlte01,1983,1,HOU,NL,137,465,66,136,25,7,8,44,24,11,36,48,2,2,5,4,4 +pujollu01,1983,1,HOU,NL,40,87,4,17,2,0,0,12,0,0,5,14,2,0,3,2,4 +puleoch01,1983,1,CIN,NL,27,50,4,5,0,0,0,3,0,0,4,18,0,0,2,0,1 +pulidal01,1983,1,PIT,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +putnapa01,1983,1,SEA,AL,144,469,58,126,23,2,19,67,2,1,39,57,8,3,1,5,12 +quinolu01,1983,1,OAK,AL,19,42,5,8,2,1,0,4,1,1,1,4,0,0,1,1,0 +quirkja01,1983,1,SLN,NL,48,86,3,18,2,1,2,11,0,0,6,27,0,1,0,0,2 +quiseda01,1983,1,KCA,AL,69,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rabbjo01,1983,1,SFN,NL,40,104,10,24,9,0,1,14,1,0,9,17,1,0,1,0,4 +rainech01,1983,1,CHN,NL,34,56,4,9,0,0,0,0,0,0,6,20,0,0,10,0,0 +raineti01,1983,1,MON,NL,156,615,133,183,32,8,11,71,90,14,97,70,9,2,2,4,12 +rajsiga01,1983,1,NYN,NL,11,36,5,12,3,0,1,3,0,0,3,1,1,1,0,0,1 +ramiral01,1983,1,BAL,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ramirma01,1983,1,SDN,NL,55,107,11,21,6,3,0,12,0,0,20,23,1,1,2,1,2 +ramirra01,1983,1,ATL,NL,152,622,82,185,13,5,7,58,16,12,36,48,4,2,6,2,8 +ramosbo01,1983,1,MON,NL,27,61,2,14,3,1,0,5,0,0,8,11,1,1,0,0,0 +ramosdo01,1983,1,SEA,AL,53,127,14,36,4,0,2,10,3,1,7,12,0,1,1,0,4 +ramsemi01,1983,1,SLN,NL,97,175,25,46,4,3,1,16,4,2,12,23,2,1,1,3,4 +randowi01,1983,1,NYA,AL,104,420,73,117,21,1,2,38,12,4,53,32,0,1,3,0,11 +ransoje01,1983,1,SFN,NL,6,20,3,4,0,0,1,3,0,0,4,7,0,0,0,0,1 +rasmude01,1983,1,SDN,NL,4,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +rasmuer01,1983,1,SLN,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rasmuer01,1983,2,KCA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rawlesh01,1983,1,NYA,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rayfofl01,1983,1,SLN,NL,56,104,5,22,4,0,3,14,1,0,10,27,1,0,2,1,3 +rayjo01,1983,1,PIT,NL,151,576,68,163,38,7,5,53,18,9,35,26,3,0,10,2,11 +readyra01,1983,1,ML4,AL,12,37,8,15,3,2,1,6,0,1,6,3,1,0,0,0,0 +reardje01,1983,1,MON,NL,66,8,0,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +redusga01,1983,1,CIN,NL,125,453,90,112,20,9,17,51,39,14,71,111,4,3,2,2,6 +reedje01,1983,1,CLE,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reedro01,1983,1,PHI,NL,61,6,0,1,0,0,0,0,0,0,0,2,0,0,1,0,0 +remyje01,1983,1,BOS,AL,146,592,73,163,16,5,0,43,11,3,40,35,2,0,12,3,12 +renkost01,1983,1,KCA,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reuscri01,1983,1,CHN,NL,4,7,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +reussje01,1983,1,LAN,NL,32,71,4,20,2,0,0,3,0,0,2,28,0,0,10,0,1 +reyesgi01,1983,1,LAN,NL,19,31,1,5,2,0,0,0,0,0,0,5,0,1,0,0,3 +reynocr01,1983,1,HOU,NL,65,98,10,21,3,0,1,6,0,1,6,10,1,0,0,0,0 +reynoha01,1983,1,SEA,AL,20,59,8,12,4,1,0,1,0,2,2,9,0,0,1,1,1 +reynorj01,1983,1,LAN,NL,24,55,5,13,0,0,2,11,5,0,3,11,1,0,1,2,1 +reynoro02,1983,1,NYN,NL,24,66,4,13,1,0,0,2,0,0,8,12,1,0,0,1,2 +rhoderi01,1983,1,PIT,NL,36,86,2,13,1,0,0,5,0,0,0,19,0,0,2,0,2 +rhombke01,1983,1,CLE,AL,12,21,2,10,0,0,0,2,1,1,2,4,0,0,0,1,0 +riceji01,1983,1,BOS,AL,155,626,90,191,34,1,39,126,0,2,52,102,10,6,0,5,31 +richage01,1983,1,SDN,NL,95,233,37,64,11,3,3,22,14,5,17,17,1,1,0,1,8 +richami01,1983,1,TEX,AL,22,83,9,13,2,1,1,7,2,1,2,11,0,0,0,1,2 +righeda01,1983,1,NYA,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ripkeca01,1983,1,BAL,AL,162,663,121,211,47,2,27,102,0,4,58,97,0,0,0,5,24 +riverge01,1983,1,LAN,NL,13,17,1,6,1,0,0,0,0,1,2,2,0,0,0,0,0 +rivermi01,1983,1,TEX,AL,96,309,37,88,17,0,1,20,9,4,11,21,0,1,5,3,1 +roberan01,1983,1,NYA,AL,98,322,37,80,16,3,1,22,2,4,8,54,0,3,7,3,8 +roberle01,1983,1,KCA,AL,84,213,24,55,7,0,8,24,1,1,17,27,1,1,1,2,7 +robinbi02,1983,1,PHI,NL,10,7,0,1,0,0,0,2,0,0,1,4,0,0,0,0,1 +robindo01,1983,1,PIT,NL,10,13,1,2,0,0,1,3,0,0,0,4,0,0,0,0,0 +rodasri01,1983,1,LAN,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodriau01,1983,1,BAL,AL,45,67,0,8,0,0,0,2,0,0,0,13,0,1,1,1,0 +rodriau01,1983,2,CHA,AL,22,20,1,4,1,0,1,1,0,0,0,3,0,0,1,0,1 +rodried02,1983,1,SDN,NL,7,12,1,2,1,0,0,0,0,0,1,3,0,0,1,0,0 +roeniga01,1983,1,BAL,AL,115,323,45,84,13,0,19,64,2,2,30,35,2,4,4,5,9 +roeniro01,1983,1,LAN,NL,81,145,12,32,4,0,2,12,3,2,14,26,1,0,4,1,5 +roeniro01,1983,2,SEA,AL,59,198,23,50,12,0,4,23,6,2,33,22,1,2,2,2,2 +rogerst01,1983,1,MON,NL,36,82,5,12,1,0,0,2,0,0,1,27,0,1,20,0,0 +rohnda01,1983,1,CHN,NL,23,31,3,12,3,2,0,6,1,0,2,2,0,0,1,0,0 +romered01,1983,1,ML4,AL,59,145,17,46,7,0,1,18,1,0,8,8,0,0,3,2,2 +roofge01,1983,1,SLN,NL,6,3,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +roofge01,1983,2,MON,NL,8,12,2,2,2,0,0,1,0,0,1,3,0,0,0,0,0 +rosepe01,1983,1,PHI,NL,151,493,52,121,14,3,0,45,7,7,52,28,5,2,1,7,11 +roystje01,1983,1,ATL,NL,91,268,32,63,10,3,3,30,11,7,28,35,2,0,5,2,12 +rozemda01,1983,1,DET,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ruckeda01,1983,1,DET,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ruckeda01,1983,2,SLN,NL,34,4,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +ruhleve01,1983,1,HOU,NL,41,19,1,2,0,0,0,2,0,0,3,11,0,0,4,0,0 +rungepa01,1983,1,ATL,NL,5,8,0,2,0,0,0,1,0,0,1,4,0,0,1,0,0 +russebi01,1983,1,LAN,NL,131,451,47,111,13,1,1,30,13,9,33,31,4,4,12,2,5 +russeje01,1983,1,CIN,NL,10,21,1,3,1,0,1,3,0,0,1,6,0,0,2,0,1 +ruthvdi01,1983,1,PHI,NL,7,9,1,1,1,0,0,0,0,0,0,3,0,0,3,0,0 +ruthvdi01,1983,2,CHN,NL,25,53,5,12,1,0,0,3,0,0,2,13,0,0,4,0,2 +ryanno01,1983,1,HOU,NL,29,69,3,5,0,0,0,2,0,0,2,29,0,0,4,0,0 +sakatle01,1983,1,BAL,AL,66,134,23,34,7,0,3,12,8,4,16,17,0,1,1,0,4 +salazan01,1983,1,MON,NL,36,37,5,8,1,1,0,1,0,0,1,8,0,0,1,1,1 +salazlu01,1983,1,SDN,NL,134,481,52,124,16,2,14,45,24,9,17,80,8,2,8,2,4 +samplbi01,1983,1,TEX,AL,147,554,80,152,28,3,12,57,44,8,44,46,2,5,4,4,8 +samueju01,1983,1,PHI,NL,18,65,14,18,1,2,2,5,3,2,4,16,1,1,0,1,1 +sanchal01,1983,1,PHI,NL,8,7,2,2,0,0,0,2,0,0,0,2,0,0,0,0,1 +sanchlu01,1983,1,CAL,AL,56,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sanchor01,1983,1,SLN,NL,6,6,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +sandbry01,1983,1,CHN,NL,158,633,94,165,25,4,8,48,37,11,51,79,3,3,7,5,8 +sandesc01,1983,1,MON,NL,18,28,1,4,2,0,0,1,0,0,0,8,0,0,1,0,0 +santara01,1983,1,SLN,NL,30,14,1,3,0,0,0,2,0,1,2,2,0,1,0,0,0 +sarmima01,1983,1,PIT,NL,52,10,0,0,0,0,0,0,0,0,1,4,0,0,2,0,0 +saxda01,1983,1,LAN,NL,7,8,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0 +saxst01,1983,1,LAN,NL,155,623,94,175,18,5,5,41,56,30,58,73,3,1,8,2,8 +schatda01,1983,1,MON,NL,58,10,0,2,0,0,0,2,0,0,0,0,0,0,1,0,0 +scherbi01,1983,1,CIN,NL,73,11,0,1,0,0,0,0,0,0,1,3,0,0,1,0,0 +schmida01,1983,1,TEX,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schmimi01,1983,1,PHI,NL,154,534,104,136,16,4,40,109,7,8,128,148,17,3,0,4,10 +schofdi02,1983,1,CAL,AL,21,54,4,11,2,0,3,4,0,0,6,8,0,1,1,0,2 +schrobi01,1983,1,ML4,AL,23,73,7,13,2,1,3,7,0,1,3,23,0,1,2,0,0 +schroke01,1983,1,MIN,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schuldo01,1983,1,CHN,NL,4,1,0,0,0,0,0,0,0,0,1,1,0,0,1,0,0 +sciosmi01,1983,1,LAN,NL,12,35,3,11,3,0,1,7,0,0,5,2,1,0,0,0,1 +sconida01,1983,1,CAL,AL,106,314,49,86,19,3,8,46,4,2,17,41,2,0,2,1,9 +scottdo01,1983,1,TEX,AL,2,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +scottmi03,1983,1,HOU,NL,24,48,2,8,2,0,0,4,0,0,1,17,0,0,8,0,0 +scottto01,1983,1,HOU,NL,80,186,20,42,6,1,2,17,5,4,11,39,0,0,1,4,0 +scurrro01,1983,1,PIT,NL,61,5,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +seaveto01,1983,1,NYN,NL,34,64,6,10,0,2,0,4,0,0,6,26,0,0,6,1,2 +sextoji01,1983,1,SLN,NL,6,9,1,1,1,0,0,0,0,0,1,4,1,0,0,0,0 +shelbjo01,1983,1,BAL,AL,126,325,52,84,15,2,5,27,15,2,18,64,2,0,6,0,2 +sheripa01,1983,1,KCA,AL,109,333,43,90,12,2,7,36,12,3,20,64,0,0,4,0,3 +shinera01,1983,1,MON,NL,3,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +shirlbo01,1983,1,NYA,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shower01,1983,1,SDN,NL,35,64,3,11,1,0,0,2,0,0,1,23,0,1,5,0,0 +simmote01,1983,1,ML4,AL,153,600,76,185,39,3,13,108,4,2,41,51,6,2,0,7,23 +simpsjo01,1983,1,KCA,AL,91,119,16,20,2,2,0,8,1,1,11,21,2,2,2,1,1 +sinatma01,1983,1,ATL,NL,7,12,0,2,0,0,0,2,0,0,2,1,0,0,0,0,0 +singlke01,1983,1,BAL,AL,151,507,52,140,21,3,18,84,0,2,99,83,19,1,2,3,22 +siskdo01,1983,1,NYN,NL,67,6,0,3,0,0,0,0,0,0,0,2,0,0,1,0,0 +skinnjo01,1983,1,CHA,AL,6,11,2,3,0,0,0,1,0,0,0,1,0,0,0,0,2 +skubebo01,1983,1,ML4,AL,12,25,2,5,1,1,0,9,0,0,4,7,0,0,0,0,2 +slatoji01,1983,1,ML4,AL,46,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +slaugdo01,1983,1,KCA,AL,83,276,21,86,13,4,0,28,3,1,11,27,0,0,1,2,8 +smallro02,1983,1,NYA,AL,130,451,70,124,24,1,18,62,3,3,58,68,2,2,5,4,9 +smithbr01,1983,1,MON,NL,49,30,0,5,0,0,0,0,0,0,2,5,0,0,7,0,0 +smithch05,1983,1,SFN,NL,22,67,13,22,6,1,1,11,0,0,7,12,1,2,0,1,0 +smithda02,1983,1,HOU,NL,42,5,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +smithke02,1983,1,ATL,NL,30,12,2,2,0,0,1,2,1,0,1,5,0,0,0,0,0 +smithle02,1983,1,CHN,NL,66,9,0,1,0,0,0,0,0,0,1,5,0,0,1,0,0 +smithlo01,1983,1,SLN,NL,130,492,83,158,31,5,8,45,43,18,41,55,2,9,1,4,11 +smithma02,1983,1,OAK,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithmi03,1983,1,TEX,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithoz01,1983,1,SLN,NL,159,552,69,134,30,6,3,50,34,7,64,36,9,1,7,2,10 +smithra01,1983,1,MIN,AL,59,152,11,34,5,0,0,8,1,0,10,12,0,1,3,1,4 +solanju01,1983,1,HOU,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sorenla01,1983,1,CLE,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sosael01,1983,1,SDN,NL,41,7,0,1,0,0,0,1,0,0,0,2,0,0,0,0,0 +sotoma01,1983,1,CIN,NL,35,88,6,11,3,0,0,2,0,0,1,26,0,0,11,0,0 +speiech01,1983,1,MON,NL,88,261,31,67,12,2,2,22,2,1,29,37,4,2,3,3,4 +spillda01,1983,1,CLE,AL,60,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +spilmha01,1983,1,HOU,NL,42,78,7,13,3,0,1,9,0,0,5,12,0,0,0,2,2 +splitpa01,1983,1,KCA,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +squirmi01,1983,1,CHA,AL,143,153,21,34,4,1,1,11,3,3,22,11,3,2,2,1,2 +stanlbo01,1983,1,BOS,AL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stantmi01,1983,1,SEA,AL,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +staplda01,1983,1,BOS,AL,151,542,54,134,31,1,10,66,1,1,40,44,2,2,6,8,19 +staubru01,1983,1,NYN,NL,104,115,5,34,6,0,3,28,0,0,14,10,3,1,0,2,4 +stearjo01,1983,1,NYN,NL,4,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stefejo01,1983,1,BAL,AL,9,11,2,5,1,0,0,4,0,0,3,2,0,0,0,0,0 +stegmda01,1983,1,CHA,AL,30,53,5,9,2,0,0,4,0,1,10,9,0,0,0,2,1 +steinbi02,1983,1,TEX,AL,78,232,21,72,15,1,2,33,2,3,8,31,0,0,0,2,5 +steirri01,1983,1,CAL,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stenhmi01,1983,1,MON,NL,24,40,2,5,1,0,0,2,0,0,4,10,0,0,0,0,2 +stewada01,1983,1,LAN,NL,46,7,0,1,0,0,0,1,0,0,0,3,0,0,1,0,0 +stewada01,1983,2,TEX,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stewasa01,1983,1,BAL,AL,59,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stiebda01,1983,1,TOR,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stoddbo01,1983,1,SEA,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stoddti01,1983,1,BAL,AL,47,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stoneje01,1983,1,PHI,NL,9,4,2,3,0,2,0,3,4,0,0,1,0,0,0,0,0 +strawda01,1983,1,NYN,NL,122,420,63,108,15,7,26,74,19,6,47,128,9,4,0,2,5 +stupejo01,1983,1,SLN,NL,40,59,2,8,0,0,0,6,0,0,4,32,0,0,7,0,2 +sulargu01,1983,1,SFN,NL,10,20,3,2,0,0,0,0,0,0,3,2,0,0,0,0,1 +summech01,1983,1,SFN,NL,29,22,3,3,0,0,0,3,0,0,7,8,0,0,0,1,3 +sundbji01,1983,1,TEX,AL,131,378,30,76,14,0,2,28,0,4,35,64,0,2,7,1,8 +sutclri01,1983,1,CLE,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +suttebr01,1983,1,SLN,NL,60,7,0,0,0,0,0,0,0,0,0,4,0,0,1,0,0 +suttodo01,1983,1,ML4,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +swaggbi01,1983,1,BAL,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +swancr01,1983,1,NYN,NL,27,26,0,2,0,0,0,1,0,0,0,11,0,0,1,0,0 +sweetri01,1983,1,SEA,AL,93,249,18,55,9,0,1,22,2,2,13,26,1,0,2,1,11 +tablepa01,1983,1,CLE,AL,124,430,56,125,23,5,6,65,2,4,56,63,1,1,0,5,18 +tananfr01,1983,1,TEX,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +taveral01,1983,1,LAN,NL,10,4,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +tekulke01,1983,1,PIT,NL,76,8,0,0,0,0,0,0,0,0,0,4,0,0,1,0,1 +tellmto01,1983,1,ML4,AL,44,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +templga01,1983,1,SDN,NL,126,460,39,121,20,2,3,40,16,6,21,57,7,0,7,2,16 +tenacge01,1983,1,PIT,NL,53,62,7,11,5,0,0,6,0,1,12,17,0,4,0,0,0 +terrewa01,1983,1,NYN,NL,21,44,3,8,1,0,3,8,0,0,1,17,0,0,3,0,1 +teufeti01,1983,1,MIN,AL,21,78,11,24,7,1,3,6,0,0,2,8,0,0,2,0,1 +thomade01,1983,1,LAN,NL,118,192,38,48,6,6,2,8,9,3,27,36,2,2,4,2,4 +thomago01,1983,1,ML4,AL,46,164,21,30,6,1,5,18,2,1,23,50,0,1,2,2,6 +thomago01,1983,2,CLE,AL,106,371,51,82,17,0,17,51,8,3,57,98,2,1,2,6,7 +thomaro02,1983,1,SEA,AL,43,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thompja01,1983,1,PIT,NL,152,517,70,134,20,1,18,76,1,0,99,128,7,1,0,6,14 +thompsc01,1983,1,CHN,NL,53,88,4,17,3,1,0,10,0,0,3,14,0,0,0,0,4 +thondi01,1983,1,HOU,NL,154,619,81,177,28,9,20,79,34,16,54,73,10,2,3,8,12 +thornan01,1983,1,CLE,AL,141,508,78,143,27,1,17,77,4,2,87,72,14,2,0,8,10 +thurmma01,1983,1,SDN,NL,21,37,1,2,1,0,0,0,0,0,2,6,0,0,6,0,1 +tidrodi01,1983,1,CHA,AL,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tobikda01,1983,1,TEX,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tollewa01,1983,1,TEX,AL,134,470,64,122,13,2,3,20,33,10,40,68,0,2,7,2,8 +tolmati01,1983,1,HOU,NL,43,56,4,11,4,0,2,10,0,1,6,9,0,0,0,1,1 +tomlida01,1983,1,PIT,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +torremi01,1983,1,NYN,NL,39,65,2,3,0,0,0,2,0,0,1,20,0,0,8,0,1 +trammal01,1983,1,DET,AL,142,505,83,161,31,2,14,66,30,10,57,64,2,0,15,4,7 +travebi01,1983,1,CAL,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +trevial01,1983,1,CIN,NL,74,167,14,36,8,1,1,13,0,0,17,20,6,0,1,2,3 +trillma01,1983,1,CLE,AL,88,320,33,87,13,1,1,29,1,3,21,46,2,0,4,2,13 +trillma01,1983,2,MON,NL,31,121,16,32,8,0,2,16,0,0,10,18,0,2,3,0,2 +troutst01,1983,1,CHN,NL,34,62,6,12,0,0,0,1,0,0,2,20,0,0,8,0,0 +tudorjo01,1983,1,BOS,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tuftsbo01,1983,1,KCA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tunnele01,1983,1,PIT,NL,35,58,2,7,0,1,0,3,0,0,1,20,0,0,8,0,0 +turneje01,1983,1,SDN,NL,25,23,1,3,0,0,0,0,0,0,1,8,1,0,0,0,1 +ujdurje01,1983,1,DET,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ullgesc01,1983,1,MIN,AL,35,79,8,15,4,0,0,5,0,2,5,21,0,1,0,0,6 +underpa01,1983,1,DET,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +underto01,1983,1,OAK,AL,51,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +upshawi01,1983,1,TOR,AL,160,579,99,177,26,7,27,104,10,7,61,98,8,5,3,7,8 +vailmi01,1983,1,SFN,NL,18,26,1,4,1,0,0,3,0,0,0,7,0,1,0,0,0 +vailmi01,1983,2,MON,NL,34,53,5,15,2,0,2,4,0,0,8,10,0,1,0,0,1 +valdeju01,1983,1,BOS,AL,12,25,3,3,0,0,0,0,0,0,1,4,0,1,0,0,0 +valenel01,1983,1,CAL,AL,86,271,30,65,10,2,13,43,2,1,18,48,0,0,1,4,6 +valenfe01,1983,1,LAN,NL,36,91,5,17,3,0,1,9,0,1,1,23,0,0,12,1,2 +vandeed01,1983,1,SEA,AL,68,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vanslan01,1983,1,SLN,NL,101,309,51,81,15,5,8,38,21,7,46,64,5,1,2,3,4 +velezot01,1983,1,CLE,AL,10,25,1,2,0,0,0,1,0,0,3,6,0,0,0,0,0 +venabma01,1983,1,SFN,NL,94,228,28,50,7,4,6,27,15,2,22,34,1,3,2,1,3 +veryzto01,1983,1,CHN,NL,59,88,5,18,3,0,1,3,0,0,3,13,1,0,1,0,1 +violafr01,1983,1,MIN,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +virgioz02,1983,1,PHI,NL,55,140,11,30,7,0,6,23,0,2,8,34,0,3,0,0,8 +vonohda01,1983,1,SLN,NL,46,7,0,1,0,0,0,0,0,0,1,3,0,0,1,0,0 +vuckope01,1983,1,ML4,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vukovge01,1983,1,CLE,AL,124,312,31,77,13,2,3,44,3,4,24,37,4,2,3,4,8 +wagnema01,1983,1,TEX,AL,2,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +waitsri01,1983,1,CLE,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +waitsri01,1983,2,ML4,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +walkbo01,1983,1,ATL,NL,1,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0 +walkech01,1983,1,BOS,AL,4,5,2,2,0,2,0,1,0,0,0,0,0,0,0,0,0 +walkedu01,1983,1,CIN,NL,109,225,14,53,12,1,2,29,6,3,20,43,4,0,0,2,0 +walkegr01,1983,1,CHA,AL,118,307,32,83,16,3,10,55,2,1,28,57,3,2,0,3,3 +wallati01,1983,1,MON,NL,156,581,54,156,33,3,19,70,0,3,55,97,8,6,0,5,9 +wallide01,1983,1,HOU,NL,100,135,24,40,5,3,3,19,2,2,15,16,1,0,1,1,1 +waltemi01,1983,1,MIN,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wardga01,1983,1,MIN,AL,157,623,76,173,34,5,19,88,8,1,44,98,2,3,1,5,24 +warremi01,1983,1,OAK,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +washicl01,1983,1,ATL,NL,134,496,75,138,24,8,9,44,31,9,35,103,6,0,1,6,8 +washiro01,1983,1,MIN,AL,99,317,28,78,7,3,4,26,10,5,22,50,1,1,3,1,7 +washiul01,1983,1,KCA,AL,144,547,76,129,19,6,5,41,40,7,48,78,0,1,7,1,3 +wathajo01,1983,1,KCA,AL,128,437,49,107,18,3,2,32,28,7,27,56,0,1,2,2,11 +watsobo01,1983,1,ATL,NL,65,149,14,46,9,0,6,37,0,2,18,23,3,0,0,3,5 +webstmi01,1983,1,TOR,AL,11,11,2,2,0,0,0,0,0,0,1,1,0,0,0,0,0 +welchbo01,1983,1,LAN,NL,31,73,2,7,1,0,1,2,0,1,1,22,0,1,3,0,1 +welchdo01,1983,1,BAL,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wellmbr01,1983,1,SFN,NL,82,182,15,39,3,0,1,16,5,3,22,39,1,0,1,2,5 +welshch01,1983,1,SDN,NL,7,4,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +welshch01,1983,2,MON,NL,16,14,0,4,0,0,0,2,0,0,1,3,0,0,0,0,1 +whitalo01,1983,1,DET,AL,161,643,94,206,40,6,12,72,17,10,67,70,8,0,2,8,9 +whitefr01,1983,1,KCA,AL,146,549,52,143,35,6,11,77,13,5,20,51,4,0,4,6,18 +whiteje01,1983,1,MON,NL,40,34,4,5,1,0,0,0,4,0,12,8,0,1,0,0,0 +whitela01,1983,1,LAN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +whitele01,1983,1,MIN,AL,60,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +whitsed01,1983,1,SDN,NL,31,44,1,8,0,0,0,3,0,0,2,11,0,0,2,0,0 +whitter01,1983,1,TOR,AL,123,344,53,88,15,2,17,56,1,1,50,55,5,0,1,5,9 +wieghto01,1983,1,MON,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wiggial01,1983,1,SDN,NL,144,503,83,139,20,2,0,22,66,13,65,43,3,1,16,0,3 +wilcomi01,1983,1,DET,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wilforo01,1983,1,CAL,AL,65,177,17,45,7,1,2,17,0,2,10,25,1,0,2,1,2 +wilkecu01,1983,1,TEX,AL,16,35,7,6,0,1,0,1,3,0,2,5,0,0,0,0,0 +willial03,1983,1,MIN,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +willida05,1983,1,CIN,NL,18,36,2,2,0,0,0,1,0,0,3,6,0,0,2,0,0 +willima03,1983,1,TOR,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +willsfr01,1983,1,KCA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wilsogl01,1983,1,DET,AL,144,503,55,135,25,6,11,65,1,1,25,79,1,3,0,2,9 +wilsomo01,1983,1,NYN,NL,152,638,91,176,25,6,7,51,54,16,18,103,3,4,2,1,6 +wilsota01,1983,1,MIN,AL,5,4,4,1,1,0,0,1,0,0,0,0,0,0,0,0,0 +wilsowi02,1983,1,KCA,AL,137,576,90,159,22,8,2,33,59,8,33,75,2,1,1,0,4 +winfida01,1983,1,NYA,AL,152,598,99,169,26,8,32,116,15,6,58,77,2,2,0,6,30 +winnji01,1983,1,PIT,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wittmi01,1983,1,CAL,AL,43,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wockejo01,1983,1,DET,AL,92,245,32,66,8,1,9,44,1,1,31,37,1,0,0,2,5 +wohlfji01,1983,1,MON,NL,83,141,7,39,8,0,1,14,0,0,5,14,0,0,2,2,4 +woodsga01,1983,1,CHN,NL,93,190,25,46,9,0,4,22,5,3,15,27,2,0,1,1,7 +worthri01,1983,1,OAK,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wotusro01,1983,1,PIT,NL,5,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +wrighge03,1983,1,TEX,AL,162,634,79,175,28,6,18,80,8,7,41,82,9,2,1,3,9 +wrighri01,1983,1,LAN,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wrighri01,1983,2,TEX,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wynegbu01,1983,1,NYA,AL,94,301,40,89,18,2,6,42,1,1,52,29,1,1,1,2,7 +wynnema01,1983,1,PIT,NL,103,366,66,89,16,2,7,26,12,10,38,52,0,3,7,1,3 +yastrca01,1983,1,BOS,AL,119,380,38,101,24,0,10,56,0,0,54,29,11,2,0,1,13 +yeagest01,1983,1,LAN,NL,113,335,31,68,8,3,15,41,1,1,23,57,4,1,6,1,15 +yostne01,1983,1,ML4,AL,61,196,21,44,5,1,6,28,1,0,5,36,0,0,8,1,6 +youngcu01,1983,1,OAK,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +youngjo02,1983,1,SFN,NL,124,373,59,109,20,3,17,53,7,4,33,59,4,5,2,2,11 +youngma01,1983,1,SEA,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +youngmi01,1983,1,BAL,AL,25,36,5,6,2,1,0,2,1,0,2,8,0,1,4,0,1 +yountro01,1983,1,ML4,AL,149,578,102,178,42,10,17,80,12,5,72,58,6,3,1,8,11 +zachrpa01,1983,1,LAN,NL,40,4,0,2,0,0,0,0,0,0,0,1,0,0,0,0,0 +zahnge01,1983,1,CAL,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ziskri01,1983,1,SEA,AL,90,285,30,69,12,0,12,36,0,0,30,61,3,0,0,3,6 +zuvelpa01,1983,1,ATL,NL,3,5,0,0,0,0,0,0,0,0,2,1,0,1,0,0,0 +aasedo01,1984,1,CAL,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +abbotgl01,1984,1,DET,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ackerji01,1984,1,TOR,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +agostju01,1984,1,CHA,AL,49,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +aguaylu01,1984,1,PHI,NL,58,72,15,20,4,0,3,11,0,0,8,16,2,0,0,0,1 +aikenwi01,1984,1,TOR,AL,93,234,21,48,7,0,11,26,0,0,29,56,1,2,0,0,6 +alexado01,1984,1,TOR,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +allenga01,1984,1,BOS,AL,35,83,9,19,2,0,2,8,0,0,9,14,2,0,0,0,5 +allenne01,1984,1,SLN,NL,57,25,0,6,0,1,0,4,0,0,0,8,0,0,0,0,0 +allenro02,1984,1,DET,AL,15,27,6,8,1,0,0,3,1,0,2,8,0,1,1,0,0 +almonbi01,1984,1,OAK,AL,106,211,24,47,11,0,7,16,5,7,10,42,0,0,0,4,3 +altampo01,1984,1,CHN,NL,5,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +amelued01,1984,1,LAN,NL,34,46,7,10,0,0,0,4,3,2,2,4,0,0,1,0,1 +anderda02,1984,1,LAN,NL,121,374,51,94,16,2,3,34,15,5,45,55,4,2,7,5,8 +anderji01,1984,1,TEX,AL,39,47,2,5,0,0,0,1,0,0,4,7,0,0,2,0,0 +anderla02,1984,1,PHI,NL,64,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +andujjo01,1984,1,SLN,NL,36,84,8,11,1,0,2,8,1,1,9,47,0,0,7,0,0 +apontlu01,1984,1,CLE,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +armasto01,1984,1,BOS,AL,157,639,107,171,29,5,43,123,1,3,32,156,9,1,0,7,13 +armstmi01,1984,1,NYA,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ashbyal01,1984,1,HOU,NL,66,191,16,50,7,0,4,27,0,0,20,22,2,1,4,3,4 +ashfotu01,1984,1,KCA,AL,9,13,1,2,1,0,0,0,0,0,1,2,0,0,0,0,1 +atherke01,1984,1,OAK,AL,57,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +augusje01,1984,1,ML4,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ayalabe01,1984,1,BAL,AL,60,118,9,25,6,0,4,24,1,1,8,24,0,0,0,2,4 +backmwa01,1984,1,NYN,NL,128,436,68,122,19,2,1,26,32,9,56,63,2,0,5,2,13 +bailema01,1984,1,HOU,NL,108,344,38,73,16,1,9,34,0,1,53,71,4,2,1,3,7 +bailobo01,1984,1,LAN,NL,65,131,11,36,4,0,0,8,3,1,8,1,1,0,3,0,3 +baineha01,1984,1,CHA,AL,147,569,72,173,28,10,29,94,1,2,54,75,9,0,1,5,12 +bairdo01,1984,1,DET,AL,47,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bakerdo01,1984,1,DET,AL,43,108,15,20,4,1,0,12,3,0,7,22,0,1,2,0,1 +bakerdu01,1984,1,SFN,NL,100,243,31,71,7,2,3,32,4,1,40,27,1,0,0,4,5 +balbost01,1984,1,KCA,AL,126,438,58,107,23,2,28,77,0,0,45,139,5,4,0,1,9 +bandoch01,1984,1,CLE,AL,75,220,38,64,11,0,12,41,1,2,33,35,5,0,3,4,8 +bannial01,1984,1,HOU,NL,9,20,2,4,2,0,0,0,0,0,2,2,0,0,0,0,0 +bannial01,1984,2,TEX,AL,47,112,20,33,2,1,2,9,3,0,21,17,0,1,0,1,1 +bannifl01,1984,1,CHA,AL,34,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barfije01,1984,1,TOR,AL,110,320,51,91,14,1,14,49,8,2,35,81,5,2,1,2,5 +bargagr01,1984,1,MON,NL,3,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +barkele01,1984,1,ATL,NL,21,38,2,2,1,0,0,1,0,0,6,19,0,0,4,0,1 +barklje01,1984,1,CLE,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barnesk01,1984,1,CIN,NL,32,42,5,5,0,0,1,3,0,0,4,6,1,0,0,0,1 +barojsa01,1984,1,CHA,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barojsa01,1984,2,SEA,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barrema02,1984,1,BOS,AL,139,475,56,144,23,3,3,45,5,3,42,25,2,1,4,4,9 +basske01,1984,1,HOU,NL,121,331,33,86,17,5,2,29,5,5,6,57,1,3,2,0,2 +baylodo01,1984,1,NYA,AL,134,493,84,129,29,1,27,89,1,1,38,68,6,23,1,3,10 +beanebi01,1984,1,NYN,NL,5,10,0,1,0,0,0,0,0,1,0,2,0,0,0,0,0 +beardda01,1984,1,SEA,AL,43,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +beattji01,1984,1,SEA,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +beckwjo01,1984,1,KCA,AL,49,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bedrost01,1984,1,ATL,NL,40,17,0,2,0,0,0,0,0,0,0,9,0,0,1,0,0 +beenean01,1984,1,ML4,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +behenri01,1984,1,CLE,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bellbu01,1984,1,TEX,AL,148,553,88,174,36,5,11,83,2,1,63,54,8,3,2,9,21 +bellge02,1984,1,TOR,AL,159,606,85,177,39,4,26,87,11,2,24,86,2,8,0,3,14 +bellira01,1984,1,PIT,NL,20,22,3,5,0,0,0,0,4,1,0,1,0,0,0,0,0 +benedbr01,1984,1,ATL,NL,95,300,26,67,8,1,4,25,1,2,34,25,3,1,1,4,9 +beniqju01,1984,1,CAL,AL,110,354,60,119,17,0,8,39,0,3,18,43,0,3,4,3,12 +berenbr01,1984,1,CIN,NL,13,16,0,1,0,0,0,0,0,0,0,5,0,0,2,0,0 +berenbr01,1984,2,NYN,NL,19,37,3,9,1,0,0,3,0,0,0,5,0,0,5,1,1 +berenju01,1984,1,DET,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bergmda01,1984,1,DET,AL,120,271,42,74,8,5,7,44,3,4,33,40,2,3,3,6,4 +bernato01,1984,1,CLE,AL,140,439,44,97,15,4,2,38,20,13,43,70,0,2,7,6,10 +berrada01,1984,1,PIT,NL,136,450,31,100,16,0,9,52,1,3,34,78,8,1,6,9,11 +bestka01,1984,1,SEA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +betteje01,1984,1,OAK,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bevacku01,1984,1,SDN,NL,59,80,7,16,3,0,1,9,0,0,14,19,1,1,0,0,6 +biancbu01,1984,1,KCA,AL,66,134,18,26,6,1,2,9,1,2,6,44,0,0,5,0,2 +bibbyji01,1984,1,TEX,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bielemi01,1984,1,PIT,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bilarda01,1984,1,CIN,NL,68,182,16,38,7,0,2,10,0,1,19,34,3,1,4,0,6 +blackbu02,1984,1,KCA,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +blylebe01,1984,1,CLE,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bochtbr01,1984,1,OAK,AL,148,469,58,124,23,0,5,52,2,5,52,59,3,0,4,8,12 +bochybr01,1984,1,SDN,NL,37,92,10,21,5,1,4,15,0,1,3,21,0,0,1,1,2 +boddimi01,1984,1,BAL,AL,35,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +boggswa01,1984,1,BOS,AL,158,625,109,203,31,4,6,55,3,2,89,44,6,0,8,4,13 +bonneba01,1984,1,SEA,AL,110,363,42,96,15,4,8,48,5,2,25,51,3,2,5,0,10 +bookegr01,1984,1,SDN,NL,32,7,1,2,1,0,0,0,0,0,0,2,0,0,0,0,0 +boonebo01,1984,1,CAL,AL,139,450,33,91,16,1,3,32,3,3,25,45,1,0,6,5,11 +bordiri01,1984,1,CHN,NL,31,19,0,1,0,0,0,0,0,0,1,7,0,0,0,0,1 +bosleth01,1984,1,CHN,NL,55,98,17,29,2,2,2,14,5,1,13,22,2,0,0,1,1 +bostoda01,1984,1,CHA,AL,35,83,8,14,3,1,0,3,6,0,4,20,0,0,0,0,0 +bowala01,1984,1,CHN,NL,133,391,33,87,14,2,0,17,10,4,28,24,5,0,3,1,4 +boydoi01,1984,1,BOS,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bradlph01,1984,1,SEA,AL,124,322,49,97,12,4,0,24,21,8,34,61,2,3,11,0,6 +bradlsc01,1984,1,NYA,AL,9,21,3,6,1,0,0,2,0,0,1,1,0,0,0,0,0 +braunst01,1984,1,SLN,NL,86,98,6,27,3,1,0,16,0,0,17,17,0,0,0,0,0 +breamsi01,1984,1,LAN,NL,27,49,2,9,3,0,0,6,1,0,6,9,2,0,1,2,1 +breinfr01,1984,1,MON,NL,4,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +brenlbo01,1984,1,SFN,NL,145,506,74,147,28,0,20,80,6,9,48,52,3,3,4,6,14 +brennto01,1984,1,CHA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brettge01,1984,1,KCA,AL,104,377,42,107,21,3,13,69,0,2,38,37,6,0,0,7,11 +breweto02,1984,1,LAN,NL,24,37,3,4,1,0,1,4,1,0,4,9,1,0,0,0,1 +brizzto01,1984,1,ATL,NL,10,7,0,0,0,0,0,0,0,0,0,2,0,0,2,0,0 +brockgr01,1984,1,LAN,NL,88,271,33,61,6,0,14,34,8,0,39,37,3,0,0,3,6 +brookhu01,1984,1,NYN,NL,153,561,61,159,23,2,16,73,6,5,48,79,15,2,0,2,17 +brookto01,1984,1,DET,AL,113,224,32,55,11,4,5,26,6,6,19,33,0,1,8,1,2 +brouhma01,1984,1,ML4,AL,66,197,20,47,7,0,6,22,0,3,16,36,3,2,0,3,3 +brownbo04,1984,1,SDN,NL,85,171,28,43,7,2,3,29,16,4,11,33,0,0,2,3,6 +brownch02,1984,1,SFN,NL,23,84,6,24,7,0,1,11,2,1,9,19,0,1,0,1,4 +browncu03,1984,1,NYA,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brownda01,1984,1,MIN,AL,95,260,36,71,9,3,1,19,4,1,14,16,1,0,4,1,5 +brownma02,1984,1,BAL,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brownmi01,1984,1,BOS,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brownmi02,1984,1,CAL,AL,62,148,19,42,8,3,7,22,0,2,13,23,1,0,2,0,8 +brownst02,1984,1,CAL,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brownto05,1984,1,CIN,NL,3,7,0,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +brummgl01,1984,1,SLN,NL,28,58,3,12,0,0,1,3,0,0,3,7,0,0,0,0,5 +brunato01,1984,1,MIN,AL,155,567,75,144,21,0,32,85,4,5,57,94,2,0,0,4,15 +brusswa01,1984,1,CHN,NL,41,5,1,1,0,0,0,1,0,0,2,1,0,0,1,0,0 +bucklke01,1984,1,TEX,AL,5,7,1,2,1,0,0,0,0,0,2,4,0,0,0,0,0 +bucknbi01,1984,1,CHN,NL,21,43,3,9,0,0,0,2,0,0,1,1,1,1,0,1,1 +bucknbi01,1984,2,BOS,AL,114,439,51,122,21,2,11,67,2,2,24,38,5,5,0,3,11 +bumbral01,1984,1,BAL,AL,119,344,47,93,12,1,3,24,9,5,25,35,0,0,2,3,11 +burgmto01,1984,1,OAK,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +burleri01,1984,1,CAL,AL,7,4,2,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +burnsbr01,1984,1,CHA,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +burrira01,1984,1,OAK,AL,37,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +burroje01,1984,1,OAK,AL,58,71,5,15,1,0,2,8,0,0,18,23,0,0,0,1,2 +bushra01,1984,1,MIN,AL,113,311,46,69,17,1,11,43,1,2,31,60,6,4,0,10,1 +butchjo01,1984,1,MIN,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +butersa01,1984,1,MON,NL,3,3,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +butlebr01,1984,1,CLE,AL,159,602,108,162,25,9,3,49,52,22,86,62,1,4,11,6,6 +bystrma01,1984,1,PHI,NL,11,19,1,3,1,0,0,0,0,0,0,7,0,0,3,0,0 +bystrma01,1984,2,NYA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cabelen01,1984,1,HOU,NL,127,436,52,135,17,3,8,44,8,11,21,47,5,1,3,3,12 +caldeiv01,1984,1,SEA,AL,11,24,2,5,1,0,1,1,1,0,2,5,0,0,0,0,3 +caldwmi01,1984,1,ML4,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +calhoje01,1984,1,HOU,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +calvema01,1984,1,SFN,NL,10,8,0,0,0,0,0,0,0,0,0,5,0,0,0,0,0 +camacer01,1984,1,CLE,AL,69,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +campbbi02,1984,1,PHI,NL,57,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +campri01,1984,1,ATL,NL,31,45,0,5,1,0,0,3,0,0,0,20,0,1,3,0,1 +candejo01,1984,1,PIT,NL,33,62,6,8,2,0,1,2,0,1,4,25,0,0,4,0,3 +candito01,1984,1,ML4,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +carewro01,1984,1,CAL,AL,93,329,42,97,8,1,3,31,4,3,40,39,1,0,5,4,8 +carltst01,1984,1,PHI,NL,34,84,8,16,2,0,1,10,0,0,2,20,0,0,3,0,1 +carmado01,1984,1,PHI,NL,11,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +cartega01,1984,1,MON,NL,159,596,75,175,32,1,27,106,2,2,64,57,9,6,0,3,8 +cartejo01,1984,1,CLE,AL,66,244,32,67,6,1,13,41,2,4,11,48,0,1,0,1,2 +castibo01,1984,1,MIN,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +castica01,1984,1,CLE,AL,87,211,36,55,9,2,10,36,1,3,21,32,0,2,0,3,7 +castijo01,1984,1,MIN,AL,8,27,5,12,1,0,0,3,0,0,5,2,2,0,0,0,2 +castima02,1984,1,DET,AL,70,141,16,33,5,2,4,17,1,0,10,33,0,0,4,0,4 +catoke01,1984,1,CIN,NL,8,4,1,2,0,0,0,1,0,0,0,0,0,0,0,0,0 +caudibi01,1984,1,OAK,AL,68,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +cedence01,1984,1,CIN,NL,110,380,59,105,24,2,10,47,19,3,25,54,4,1,4,2,11 +ceronri01,1984,1,NYA,AL,38,120,8,25,3,0,2,13,1,0,9,15,0,1,2,0,5 +ceyro01,1984,1,CHN,NL,146,505,71,121,27,0,25,97,3,2,61,108,10,6,0,8,10 +chambal01,1984,1,SEA,AL,22,49,4,11,1,0,1,4,2,1,3,12,0,0,0,0,0 +chambch01,1984,1,ATL,NL,135,389,47,100,14,0,9,44,1,2,58,54,12,1,0,6,10 +chapmke01,1984,1,NYN,NL,75,197,27,57,13,0,3,23,8,7,19,30,0,2,4,1,7 +chifffl01,1984,1,SDN,NL,15,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +chriscl01,1984,1,NYA,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chrisjo02,1984,1,NYN,NL,5,11,2,3,2,0,0,3,0,1,1,2,0,0,0,1,0 +chrisst01,1984,1,CHA,AL,12,11,1,4,1,0,1,4,0,0,0,2,0,0,0,0,0 +citarra01,1984,1,SLN,NL,10,4,1,1,0,0,0,1,0,0,0,2,0,0,0,0,0 +clancji01,1984,1,TOR,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clarkbo04,1984,1,ML4,AL,58,169,17,44,7,2,2,16,1,5,16,35,0,1,2,1,9 +clarkbr01,1984,1,TOR,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clarkja01,1984,1,SFN,NL,57,203,33,65,9,1,11,44,1,1,43,29,7,0,0,3,9 +clearma01,1984,1,BOS,AL,47,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clemero02,1984,1,BOS,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clibust02,1984,1,CAL,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cocanja01,1984,1,ML4,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +codirch01,1984,1,OAK,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +colesda01,1984,1,SEA,AL,48,143,15,23,3,1,0,6,2,1,17,26,0,2,3,0,5 +collida02,1984,1,TOR,AL,128,441,59,136,24,15,2,44,60,14,33,41,0,9,6,3,0 +comerst01,1984,1,CLE,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +comstke01,1984,1,MIN,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +conceda01,1984,1,CIN,NL,154,531,46,130,26,1,4,58,22,6,52,72,5,0,8,9,9 +conceon01,1984,1,KCA,AL,90,287,36,81,9,2,1,23,9,6,14,33,0,3,4,3,3 +conroti01,1984,1,OAK,AL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +coopece01,1984,1,ML4,AL,148,603,63,166,28,3,11,67,8,2,27,59,6,2,0,3,12 +corbedo01,1984,1,CAL,AL,45,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +corcoti01,1984,1,PHI,NL,102,208,30,71,13,1,5,36,0,1,37,27,5,1,0,2,6 +corneje01,1984,1,SFN,NL,23,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +cottohe01,1984,1,CHN,NL,105,146,24,40,5,0,0,8,9,3,10,23,2,1,3,0,1 +cowenal01,1984,1,SEA,AL,139,524,60,145,34,2,15,78,9,5,27,83,2,2,1,5,18 +cowlejo01,1984,1,NYA,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +coxda01,1984,1,SLN,NL,31,53,4,7,0,0,0,1,0,0,5,22,0,0,1,0,2 +crawfst01,1984,1,BOS,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cruzjo01,1984,1,HOU,NL,160,600,96,187,28,13,12,95,22,8,73,68,10,0,2,10,8 +cruzju01,1984,1,CHA,AL,143,415,42,92,14,4,5,43,14,6,45,58,0,0,4,5,9 +cruzto02,1984,1,BAL,AL,96,142,15,31,4,0,3,9,1,4,8,33,0,1,2,1,2 +curtijo01,1984,1,CAL,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +darliro01,1984,1,NYN,NL,39,67,7,10,1,0,0,3,0,0,1,19,0,0,6,1,1 +darwida01,1984,1,TEX,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dauerri01,1984,1,BAL,AL,127,397,29,101,26,0,2,24,1,3,24,23,1,0,3,2,15 +davidan01,1984,1,MIN,AL,33,48,5,12,2,0,1,5,0,0,7,11,2,1,0,1,2 +davisal01,1984,1,SEA,AL,152,567,80,161,34,3,27,116,5,4,97,78,16,7,0,7,7 +davisbu02,1984,1,KCA,AL,41,116,11,17,3,0,2,12,4,3,10,19,0,0,0,2,2 +davisch01,1984,1,SFN,NL,137,499,87,157,21,6,21,81,12,8,42,74,6,1,2,2,13 +daviser01,1984,1,CIN,NL,57,174,33,39,10,1,10,30,10,2,24,48,0,1,0,1,1 +davisgl01,1984,1,HOU,NL,18,61,6,13,5,0,2,8,0,0,4,12,0,0,2,1,0 +davisjo02,1984,1,CHN,NL,150,523,55,134,25,2,19,94,5,6,47,99,15,1,1,7,20 +davisma01,1984,1,SFN,NL,46,46,4,6,0,2,0,4,0,0,2,16,0,0,6,0,0 +davismi02,1984,1,OAK,AL,134,382,47,88,18,3,9,46,14,9,31,66,2,1,2,7,5 +davisro02,1984,1,MIN,AL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +davisst02,1984,1,BAL,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dawlebi01,1984,1,HOU,NL,60,9,2,3,0,1,0,3,0,0,0,3,0,0,2,0,0 +dawsoan01,1984,1,MON,NL,138,533,73,132,23,6,17,86,13,5,41,80,2,2,1,6,12 +dayetbr01,1984,1,NYA,AL,64,127,14,31,8,0,4,23,0,0,9,14,0,1,0,2,3 +dayleke01,1984,1,ATL,NL,5,4,1,2,0,0,0,0,0,0,0,2,0,0,0,0,0 +dayleke01,1984,2,SLN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +decindo01,1984,1,CAL,AL,146,547,77,147,23,3,20,82,4,1,53,79,4,0,0,12,16 +dedmoje01,1984,1,ATL,NL,54,6,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +deerro01,1984,1,SFN,NL,13,24,5,4,0,0,3,3,1,1,7,10,0,1,0,0,0 +dejesiv01,1984,1,PHI,NL,144,435,40,112,15,3,0,35,12,5,43,76,7,2,1,3,13 +deleojo01,1984,1,PIT,NL,30,59,0,5,0,0,0,2,0,0,0,25,0,0,4,1,1 +deleolu01,1984,1,SDN,NL,32,4,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +dempsri01,1984,1,BAL,AL,109,330,37,76,11,0,11,34,1,2,40,58,0,1,5,4,11 +dennyjo01,1984,1,PHI,NL,22,47,3,9,0,0,0,4,0,0,1,11,0,0,5,1,0 +dentbu01,1984,1,KCA,AL,11,9,2,3,0,0,0,1,0,0,1,2,0,0,0,0,0 +dernibo01,1984,1,CHN,NL,143,536,94,149,26,5,3,32,45,17,63,60,0,2,11,0,5 +deshaji01,1984,1,NYA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +diazbo01,1984,1,PHI,NL,27,75,5,16,4,0,1,9,0,0,5,13,0,0,1,2,4 +diazca01,1984,1,LAN,NL,37,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +dilonmi01,1984,1,MON,NL,88,169,28,47,8,2,1,10,27,2,17,18,0,1,1,1,4 +dipinfr01,1984,1,HOU,NL,57,10,0,0,0,0,0,0,0,0,0,5,0,0,0,0,0 +distebe01,1984,1,PIT,NL,45,78,10,13,1,2,3,9,0,1,5,13,1,1,2,0,3 +dixonke01,1984,1,BAL,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +doranbi02,1984,1,HOU,NL,147,548,92,143,18,11,4,41,21,12,66,69,7,2,7,3,6 +dorseji01,1984,1,BOS,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dotsori01,1984,1,CHA,AL,33,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +downibr01,1984,1,CAL,AL,156,539,65,148,28,2,23,91,0,4,70,66,3,7,3,9,18 +draveda01,1984,1,SDN,NL,50,41,3,4,2,0,0,3,0,0,3,8,0,0,5,0,0 +driesda01,1984,1,CIN,NL,81,218,27,61,13,0,7,28,2,1,37,25,2,0,0,4,5 +driesda01,1984,2,MON,NL,51,169,20,43,11,0,9,32,0,1,17,15,6,0,1,1,5 +dunbato01,1984,1,TEX,AL,34,97,9,25,2,0,2,10,1,0,6,16,1,0,0,0,1 +durhale01,1984,1,CHN,NL,137,473,86,132,30,4,23,96,16,8,69,86,11,1,0,5,8 +dwyerji01,1984,1,BAL,AL,76,161,22,41,9,1,2,21,0,2,23,24,0,0,5,6,2 +dybzije01,1984,1,CHA,AL,94,132,17,31,5,1,1,10,7,2,13,12,0,2,4,1,3 +earlsc01,1984,1,DET,AL,14,35,3,4,0,1,0,1,1,0,0,9,0,0,2,0,0 +easlemi01,1984,1,BOS,AL,156,601,87,188,31,5,27,91,1,1,58,134,4,4,1,2,8 +easteja01,1984,1,CLE,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +eckerde01,1984,1,BOS,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +eckerde01,1984,2,CHN,NL,24,55,1,6,0,0,0,1,0,0,1,25,0,0,1,0,1 +eisenji01,1984,1,MIN,AL,12,32,1,7,1,0,0,3,2,0,2,4,1,0,0,2,1 +engleda01,1984,1,MIN,AL,109,391,56,104,20,1,4,38,0,1,26,22,3,0,2,5,18 +esaskni01,1984,1,CIN,NL,113,322,30,62,10,5,10,45,1,2,52,103,3,0,3,5,6 +espinal01,1984,1,MIN,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +essiaji01,1984,1,OAK,AL,63,136,17,32,9,0,2,10,1,1,23,17,0,1,1,1,3 +evansda01,1984,1,DET,AL,131,401,60,93,11,1,16,63,2,2,77,70,10,0,1,4,7 +evansdw01,1984,1,BOS,AL,162,630,121,186,37,8,32,104,3,1,96,115,2,4,1,7,19 +faedole01,1984,1,MIN,AL,16,52,6,13,1,0,1,6,0,0,4,3,0,0,0,0,1 +falcope01,1984,1,ATL,NL,35,33,2,7,2,0,0,2,0,0,0,14,0,0,3,0,0 +fallobo01,1984,1,CHA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +farrst01,1984,1,CLE,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fernasi01,1984,1,NYN,NL,15,28,0,5,0,0,0,1,0,0,0,9,0,0,3,0,0 +fernato01,1984,1,TOR,AL,88,233,29,63,5,3,3,19,5,7,17,15,0,0,2,2,3 +filsope01,1984,1,MIN,AL,55,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fimplja01,1984,1,LAN,NL,12,26,2,5,1,0,0,3,0,0,1,6,0,0,0,1,3 +fingero01,1984,1,ML4,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fireost01,1984,1,PHI,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fischmi01,1984,1,CLE,AL,85,133,17,30,4,2,1,14,2,2,12,20,0,0,5,0,2 +fiskca01,1984,1,CHA,AL,102,359,54,83,20,1,21,43,6,0,26,60,4,5,1,4,7 +fitzgmi02,1984,1,NYN,NL,112,360,20,87,15,1,2,33,1,0,24,71,7,1,5,4,17 +flanami01,1984,1,BAL,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +flannti01,1984,1,SDN,NL,86,128,24,35,3,3,2,10,4,1,12,17,1,3,2,1,1 +fletcsc01,1984,1,CHA,AL,149,456,46,114,13,3,3,35,10,4,46,46,2,8,9,2,5 +flynndo01,1984,1,MON,NL,124,366,23,89,12,1,0,17,0,0,12,41,6,0,4,0,5 +foleyma01,1984,1,TEX,AL,63,115,13,25,2,0,6,19,0,0,15,24,1,1,0,3,1 +foleyto02,1984,1,CIN,NL,106,277,26,70,8,3,5,27,3,2,24,36,7,0,1,2,2 +foliti01,1984,1,NYA,AL,61,163,8,41,11,0,0,16,0,0,2,16,0,1,6,0,4 +fontera01,1984,1,NYA,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fordda01,1984,1,BAL,AL,25,91,7,21,4,0,1,5,1,0,7,13,0,0,2,0,3 +forscbo01,1984,1,SLN,NL,16,16,1,4,1,0,0,3,0,0,0,3,0,0,1,0,1 +forscke01,1984,1,CAL,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +forstte01,1984,1,ATL,NL,25,3,1,2,0,0,0,1,0,0,0,1,0,0,0,0,0 +fostege01,1984,1,NYN,NL,146,553,67,149,22,1,24,86,2,2,30,122,9,6,0,6,14 +francjo01,1984,1,CIN,NL,54,3,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +francju01,1984,1,CLE,AL,160,658,82,188,22,5,3,79,19,10,43,68,1,6,1,10,23 +francte01,1984,1,MON,NL,58,214,18,74,19,2,1,18,0,0,5,12,3,1,1,2,4 +frazige01,1984,1,CLE,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +frazige01,1984,2,CHN,NL,37,7,0,2,0,0,0,0,0,1,0,1,0,0,0,0,0 +frobedo01,1984,1,PIT,NL,126,276,33,56,9,3,12,28,7,5,24,84,2,2,3,1,7 +fuentmi02,1984,1,MON,NL,3,4,0,1,0,0,0,0,0,0,1,2,0,0,0,0,0 +gaettga01,1984,1,MIN,AL,162,588,55,154,29,4,5,65,11,5,44,81,1,4,3,5,9 +gaffbr01,1984,1,NYN,NL,47,6,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +gagnegr01,1984,1,MIN,AL,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +galeri01,1984,1,BOS,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gamblos01,1984,1,NYA,AL,54,125,17,23,2,0,10,27,1,0,25,18,0,0,0,1,1 +gantnji01,1984,1,ML4,AL,153,613,61,173,27,1,3,56,6,5,30,51,0,3,2,10,16 +garbeba01,1984,1,DET,AL,110,327,45,94,17,1,5,52,6,7,17,35,2,2,0,2,8 +garbege01,1984,1,ATL,NL,62,14,1,2,0,0,0,0,0,0,0,5,0,0,1,0,1 +garcida01,1984,1,TOR,AL,152,633,79,180,32,5,5,46,46,12,16,46,1,9,3,4,6 +garciki01,1984,1,PHI,NL,57,60,6,14,2,0,0,5,0,0,4,11,1,0,0,0,4 +gardero01,1984,1,NYN,NL,74,207,20,51,7,1,1,10,6,1,9,43,1,0,1,1,7 +gardnwe01,1984,1,NYN,NL,21,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +garneph01,1984,1,HOU,NL,128,374,60,104,17,6,4,45,3,2,43,63,2,4,5,4,9 +garresc01,1984,1,SFN,NL,21,10,0,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +garvest01,1984,1,SDN,NL,161,617,72,175,27,2,8,86,1,2,24,64,3,1,1,10,25 +gedmari01,1984,1,BOS,AL,133,449,54,121,26,4,24,72,0,0,29,72,8,1,2,5,5 +geiseda01,1984,1,SEA,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gibbojo02,1984,1,NYN,NL,10,31,1,2,0,0,0,1,0,0,3,11,1,1,0,0,0 +gibsobo02,1984,1,ML4,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gibsoki01,1984,1,DET,AL,149,531,92,150,23,10,27,91,29,9,63,103,6,8,3,6,4 +gladdda01,1984,1,SFN,NL,86,342,71,120,17,2,4,31,31,16,33,37,2,2,6,1,3 +gleatje01,1984,1,CHA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gomezra01,1984,1,SFN,NL,14,30,0,5,1,0,0,0,0,0,8,3,0,0,0,0,2 +gonzade01,1984,1,PIT,NL,26,82,9,15,3,1,0,4,1,1,7,21,1,0,2,0,4 +gonzare01,1984,1,MON,NL,29,30,5,7,1,0,0,2,0,0,2,5,0,1,0,0,0 +goodedw01,1984,1,NYN,NL,31,70,5,14,0,0,0,3,0,0,1,14,0,0,10,2,3 +gormato03,1984,1,NYN,NL,36,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +gossari01,1984,1,SDN,NL,62,22,0,4,0,0,0,0,0,0,1,8,0,0,2,0,0 +gottji01,1984,1,TOR,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grantma01,1984,1,SFN,NL,11,17,0,0,0,0,0,0,0,0,0,10,0,1,2,0,0 +graperi01,1984,1,MON,NL,13,5,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +greench01,1984,1,PIT,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +greenda03,1984,1,SLN,NL,126,452,49,121,14,4,15,65,17,9,20,105,4,1,0,5,8 +grichbo01,1984,1,CAL,AL,116,363,60,93,15,1,18,58,2,5,57,70,3,2,6,4,11 +griffal01,1984,1,TOR,AL,140,419,53,101,8,2,4,30,11,3,4,33,0,1,13,4,5 +griffke01,1984,1,NYA,AL,120,399,44,109,20,1,7,56,2,2,29,32,2,1,3,4,7 +grossgr01,1984,1,PHI,NL,112,202,19,65,9,1,0,16,1,0,24,11,3,1,0,2,4 +grosske01,1984,1,PHI,NL,44,30,0,2,0,0,0,0,1,0,1,21,0,0,2,0,1 +grosswa01,1984,1,BAL,AL,127,342,53,74,9,1,22,64,1,2,68,69,4,1,1,2,6 +grubbjo01,1984,1,DET,AL,86,176,25,47,5,0,8,17,1,0,36,36,5,2,1,1,1 +grubeke01,1984,1,TOR,AL,15,16,1,1,0,0,1,2,0,0,0,5,0,0,0,0,1 +guantce01,1984,1,PIT,NL,27,4,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +gubicma01,1984,1,KCA,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guerrpe01,1984,1,LAN,NL,144,535,85,162,29,4,16,72,9,8,49,105,7,1,1,8,7 +guettle01,1984,1,SEA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guidrro01,1984,1,NYA,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guldebr01,1984,1,CIN,NL,107,292,31,66,8,2,4,33,2,2,33,35,2,2,3,2,7 +gullibi01,1984,1,MON,NL,32,73,1,8,0,0,0,1,0,1,3,22,0,0,6,1,0 +gurala01,1984,1,KCA,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gutieja01,1984,1,BOS,AL,151,449,55,118,12,3,2,29,12,5,15,49,0,0,12,4,18 +gwosddo01,1984,1,SDN,NL,7,8,0,2,0,0,0,1,0,0,2,5,0,0,0,0,0 +gwynnto01,1984,1,SDN,NL,158,606,88,213,21,10,5,71,33,18,59,23,13,2,6,2,15 +haasmo01,1984,1,ML4,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hagenke01,1984,1,SLN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hairsje01,1984,1,CHA,AL,115,227,41,59,13,2,5,19,2,1,41,29,3,1,0,2,3 +hallal02,1984,1,ATL,NL,87,142,25,37,6,1,1,9,6,4,10,18,0,0,1,0,2 +hallme01,1984,1,CHN,NL,48,150,25,42,11,3,4,22,2,1,12,23,3,0,0,2,2 +hallme01,1984,2,CLE,AL,83,257,43,66,13,1,7,30,1,1,35,55,5,2,0,5,3 +hammaat01,1984,1,SFN,NL,6,11,1,2,0,0,0,1,0,0,2,3,0,0,0,0,0 +hancoga01,1984,1,OAK,AL,51,60,2,13,2,0,0,8,0,0,0,1,0,0,1,0,4 +hargrmi01,1984,1,CLE,AL,133,352,44,94,14,2,2,44,0,2,53,38,3,0,3,2,12 +harpebr01,1984,1,PIT,NL,46,112,4,29,4,0,2,11,0,0,5,11,0,2,1,1,4 +harpete01,1984,1,ATL,NL,40,102,4,16,3,1,0,8,4,1,4,21,0,1,0,1,6 +harrato01,1984,1,NYA,AL,88,253,40,55,9,4,1,26,3,0,42,28,2,2,0,2,9 +harrigr01,1984,1,MON,NL,15,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +harrigr01,1984,2,SDN,NL,19,8,3,3,1,0,0,0,0,0,0,1,0,0,0,0,0 +hartmi02,1984,1,MIN,AL,13,29,0,5,0,0,0,5,0,1,1,2,0,0,0,1,0 +hartzpa01,1984,1,ML4,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hassero01,1984,1,CLE,AL,48,149,11,38,5,1,0,19,1,0,15,26,2,0,0,1,4 +hassero01,1984,2,CHN,NL,19,33,5,11,0,0,2,5,0,1,4,6,1,0,0,0,1 +hasslan01,1984,1,SLN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hatchbi01,1984,1,CHN,NL,8,9,1,1,0,0,0,0,2,0,1,0,1,0,0,0,0 +hatchmi01,1984,1,MIN,AL,152,576,61,174,35,5,5,69,0,1,37,34,3,2,1,8,17 +hawkian01,1984,1,SDN,NL,36,41,2,8,0,0,0,1,0,0,1,14,0,0,3,0,1 +hayesvo01,1984,1,PHI,NL,152,561,85,164,27,6,16,67,48,13,59,84,4,0,0,2,10 +heathmi02,1984,1,OAK,AL,140,475,49,118,21,5,13,64,7,4,26,72,2,1,2,4,14 +heatone01,1984,1,CLE,AL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hebneri01,1984,1,CHN,NL,44,81,12,27,3,0,2,8,1,0,10,15,2,0,0,0,2 +heepda01,1984,1,NYN,NL,99,199,36,46,9,2,1,12,3,1,27,22,3,1,1,5,9 +heimugo01,1984,1,OAK,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hendeda01,1984,1,SEA,AL,112,350,42,98,23,0,14,43,5,5,19,56,0,2,2,1,4 +henderi01,1984,1,OAK,AL,142,502,113,147,27,4,16,58,66,18,86,81,1,5,1,3,7 +hendest01,1984,1,SEA,AL,109,325,42,85,12,3,10,35,2,4,38,62,4,1,0,0,6 +hendrge01,1984,1,SLN,NL,120,441,57,122,28,1,9,69,0,2,32,75,2,1,0,5,13 +henketo01,1984,1,TEX,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +henrydw01,1984,1,TEX,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hernake01,1984,1,NYN,NL,154,550,83,171,31,0,15,94,2,3,97,89,12,1,0,9,9 +hernato01,1984,1,TOR,AL,3,2,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +hernawi01,1984,1,DET,AL,80,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +herndla01,1984,1,DET,AL,125,407,52,114,18,5,7,43,6,2,32,63,1,2,1,3,8 +herrto01,1984,1,SLN,NL,145,558,67,154,23,2,4,49,13,7,49,56,2,2,10,3,11 +hershor01,1984,1,LAN,NL,45,50,4,10,0,0,0,2,0,0,3,14,0,1,8,0,0 +heskejo01,1984,1,MON,NL,11,10,1,1,0,0,0,1,0,0,2,4,0,0,0,0,1 +hilldo01,1984,1,OAK,AL,73,174,21,40,6,0,2,16,1,1,5,12,0,0,4,2,3 +hillma01,1984,1,CHA,AL,77,193,15,45,10,1,5,20,0,1,9,26,0,2,5,0,12 +hodgeed01,1984,1,MIN,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hodgero01,1984,1,NYN,NL,64,106,5,22,3,0,1,11,1,1,23,18,0,1,1,1,3 +hoffmgl01,1984,1,BOS,AL,64,74,8,14,4,0,0,4,0,1,5,10,0,0,1,0,3 +hollaal01,1984,1,PHI,NL,68,5,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +honeyri01,1984,1,LAN,NL,29,56,1,8,0,0,0,1,1,0,3,17,0,0,9,0,1 +hootobu01,1984,1,LAN,NL,54,14,0,1,0,0,0,1,0,0,0,3,0,0,3,0,0 +hornebo01,1984,1,ATL,NL,32,113,15,31,8,0,3,19,0,0,14,17,2,0,0,2,3 +hortori01,1984,1,SLN,NL,39,31,2,2,0,0,0,0,0,0,1,13,0,0,6,0,0 +hosteda01,1984,1,TEX,AL,37,82,7,18,2,1,3,10,0,0,13,27,0,0,0,0,5 +houghch01,1984,1,TEX,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +housepa02,1984,1,CIN,NL,14,12,3,1,1,0,0,0,1,1,3,3,1,0,0,0,0 +housepa02,1984,2,SLN,NL,13,14,1,2,0,0,0,0,0,0,0,3,0,0,0,0,1 +howear01,1984,1,SLN,NL,89,139,17,30,5,0,2,12,0,2,18,18,1,0,1,3,6 +howelja01,1984,1,NYA,AL,61,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +howelke01,1984,1,LAN,NL,32,5,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +howelro02,1984,1,ML4,AL,68,164,12,38,5,1,4,17,0,1,8,32,1,4,0,0,9 +hoytla01,1984,1,CHA,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hrbekke01,1984,1,MIN,AL,149,559,80,174,31,3,27,107,1,1,65,87,15,4,1,6,17 +hubbagl01,1984,1,ATL,NL,120,397,53,93,27,2,9,43,4,1,55,61,6,4,2,3,8 +hudlere01,1984,1,NYA,AL,9,7,2,1,1,0,0,0,0,0,1,5,0,1,0,0,0 +hudsoch02,1984,1,PHI,NL,30,56,3,5,3,0,0,4,0,0,0,27,0,0,4,1,0 +huismma01,1984,1,KCA,AL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +huletti01,1984,1,CHA,AL,8,7,1,0,0,0,0,0,1,0,1,4,0,0,0,0,0 +humeto01,1984,1,CIN,NL,54,22,1,3,0,0,0,1,0,0,1,8,0,0,0,0,1 +hurstbr01,1984,1,BOS,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +iorgda01,1984,1,SLN,NL,15,28,3,4,2,0,0,3,0,0,2,6,1,0,0,0,2 +iorgda01,1984,2,KCA,AL,78,235,27,60,16,2,5,30,0,1,13,15,3,0,0,6,7 +iorgga01,1984,1,TOR,AL,121,247,24,56,10,3,1,25,1,3,5,16,0,1,3,1,7 +jacksda02,1984,1,KCA,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jacksre01,1984,1,CAL,AL,143,525,67,117,17,2,25,81,8,4,55,141,7,3,1,0,10 +jacksro02,1984,1,CAL,AL,33,91,5,15,2,1,0,5,0,0,7,13,1,0,1,1,3 +jacksro02,1984,2,BAL,AL,12,28,0,8,2,0,0,2,0,2,0,4,0,0,0,0,0 +jacksro03,1984,1,TOR,AL,54,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jacobbr01,1984,1,CLE,AL,126,439,64,116,19,3,7,40,3,2,32,73,0,3,2,7,13 +jamesbo01,1984,1,MON,NL,62,14,0,2,0,0,0,1,0,0,0,11,0,0,0,0,0 +jamesdi01,1984,1,ML4,AL,128,387,52,114,19,5,1,30,10,10,32,41,1,3,6,3,7 +javiest01,1984,1,NYA,AL,7,7,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +jeffcmi01,1984,1,CLE,AL,63,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jeltzst01,1984,1,PHI,NL,28,68,7,14,0,1,1,7,2,1,7,11,1,0,1,1,3 +jimenho01,1984,1,MIN,AL,108,298,28,60,11,1,0,19,0,1,15,34,0,0,2,2,7 +johnsbi04,1984,1,CHN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnscl01,1984,1,TOR,AL,127,359,51,109,23,1,16,61,0,1,50,62,4,3,0,3,9 +johnsho01,1984,1,DET,AL,116,355,43,88,14,1,12,50,10,6,40,67,1,1,4,2,6 +johnsja01,1984,1,CHN,NL,52,73,8,21,2,2,0,3,0,0,7,18,4,0,0,0,2 +johnsjo04,1984,1,BOS,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnsra04,1984,1,ATL,NL,91,294,28,82,13,0,5,30,4,7,21,21,6,1,6,0,2 +johnsro03,1984,1,MON,NL,5,5,0,1,0,0,0,1,0,0,0,2,0,0,0,0,0 +johnsro04,1984,1,MON,NL,16,33,2,5,2,0,1,2,1,0,7,10,0,0,0,0,0 +johnswa03,1984,1,MON,NL,17,24,3,5,0,0,0,4,0,0,5,4,0,0,0,0,0 +johnto01,1984,1,CAL,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jonesal02,1984,1,CHA,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jonesbo02,1984,1,TEX,AL,64,143,14,37,4,0,4,22,1,1,10,19,1,1,0,2,0 +jonesje01,1984,1,OAK,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jonesly01,1984,1,KCA,AL,47,103,11,31,6,0,1,10,1,3,4,9,0,1,0,1,4 +jonesmi02,1984,1,KCA,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jonesod01,1984,1,TEX,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jonesro01,1984,1,NYN,NL,17,10,2,1,1,0,0,1,0,0,3,4,0,0,0,0,0 +jonesru01,1984,1,DET,AL,79,215,26,61,12,1,12,37,2,4,21,47,0,0,0,1,5 +jorgemi01,1984,1,ATL,NL,31,26,4,7,1,0,0,5,0,1,3,6,1,0,0,1,0 +jorgemi01,1984,2,SLN,NL,59,98,5,24,4,2,1,12,0,0,10,17,1,0,0,0,1 +juraked01,1984,1,BOS,AL,47,66,6,16,3,1,1,7,0,2,12,12,0,0,1,0,1 +kaufmcu01,1984,1,CAL,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kearnbo01,1984,1,SEA,AL,133,431,39,97,24,1,7,43,7,5,18,72,0,2,9,4,7 +kempst01,1984,1,NYA,AL,94,313,37,91,12,1,7,41,4,1,40,54,0,1,3,4,12 +kennete02,1984,1,SDN,NL,148,530,54,127,16,1,14,57,1,2,33,99,8,2,0,5,16 +kepshku01,1984,1,SLN,NL,17,36,0,2,1,0,0,0,0,0,1,23,0,0,5,0,0 +kernji01,1984,1,PHI,NL,8,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +kernji01,1984,2,ML4,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +keyji01,1984,1,TOR,AL,63,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kiefest01,1984,1,OAK,AL,23,40,7,7,1,2,0,2,2,1,2,10,0,0,2,1,0 +kingmda01,1984,1,OAK,AL,147,549,68,147,23,1,35,118,2,1,44,119,8,6,0,14,7 +kisonbr01,1984,1,CAL,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kittlro01,1984,1,CHA,AL,139,466,67,100,15,0,32,74,3,6,49,137,5,6,0,4,7 +kneppbo01,1984,1,HOU,NL,35,76,6,13,2,0,1,8,1,0,7,28,0,0,6,0,1 +kniceal01,1984,1,CIN,NL,10,29,0,4,0,0,0,5,0,0,3,6,0,0,0,3,1 +knighra01,1984,1,HOU,NL,88,278,15,62,10,0,2,29,0,3,14,30,1,1,0,4,4 +knighra01,1984,2,NYN,NL,27,93,13,26,4,0,1,6,0,0,7,13,1,1,0,0,1 +kommibr01,1984,1,ATL,NL,90,301,37,61,10,0,8,36,18,8,29,77,0,2,1,1,5 +koosmje01,1984,1,PHI,NL,36,74,2,8,0,0,0,3,0,0,1,23,0,0,14,0,3 +krawcra01,1984,1,PIT,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +krencwa01,1984,1,CIN,NL,97,181,18,54,9,2,6,22,0,1,19,23,3,0,0,4,4 +kruegbi01,1984,1,OAK,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +krukomi01,1984,1,SFN,NL,36,72,5,10,1,0,0,2,0,0,1,19,0,0,2,1,1 +kuipedu01,1984,1,SFN,NL,83,115,8,23,1,0,0,11,0,1,12,10,5,0,2,1,2 +kunkeje01,1984,1,TEX,AL,50,142,13,29,2,3,3,7,4,3,2,35,0,1,3,2,2 +kuntzru01,1984,1,DET,AL,84,140,32,40,12,0,2,22,2,2,25,28,1,1,0,2,2 +laceybo01,1984,1,SFN,NL,34,6,1,2,0,0,0,1,0,0,0,2,0,0,0,0,0 +lacorfr01,1984,1,CAL,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lacosmi01,1984,1,HOU,NL,39,31,1,4,1,0,0,1,0,0,0,16,0,0,6,1,1 +lacyle01,1984,1,PIT,NL,138,474,66,152,26,3,12,70,21,11,32,61,2,0,12,2,10 +laddpe01,1984,1,ML4,AL,54,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lagami01,1984,1,DET,AL,9,11,1,6,0,0,0,1,0,0,1,2,0,0,0,0,0 +lahtije01,1984,1,SLN,NL,63,6,0,1,0,0,0,0,0,0,0,2,0,0,1,0,0 +lakest01,1984,1,CHN,NL,25,54,4,12,4,0,2,7,0,0,0,7,0,1,1,1,0 +lampde01,1984,1,TOR,AL,56,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +landera01,1984,1,LAN,NL,53,54,10,10,0,0,1,2,2,1,1,6,0,0,2,0,1 +landrke01,1984,1,LAN,NL,134,438,39,110,11,5,11,47,10,9,29,35,3,1,3,6,7 +landrti01,1984,1,SLN,NL,105,173,21,47,9,1,3,26,3,4,10,27,1,0,1,3,8 +langfri01,1984,1,OAK,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +langsma01,1984,1,SEA,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lansfca01,1984,1,OAK,AL,151,597,70,179,31,5,14,74,9,3,40,62,6,3,2,9,12 +lapoida01,1984,1,SLN,NL,33,59,3,4,0,0,0,3,0,0,2,19,0,0,9,1,2 +laskebi01,1984,1,SFN,NL,35,63,3,4,0,0,0,0,0,0,4,26,0,0,4,0,1 +laudnti01,1984,1,MIN,AL,87,262,31,54,16,1,10,35,0,0,18,78,0,1,1,2,4 +lavalmi01,1984,1,PHI,NL,6,7,0,0,0,0,0,0,0,0,2,2,0,0,0,0,0 +lavelga01,1984,1,SFN,NL,77,5,0,0,0,0,0,0,0,0,1,4,0,0,0,0,0 +lawleto01,1984,1,CIN,NL,43,80,10,20,2,0,1,2,6,3,8,12,1,0,1,0,1 +lawleto01,1984,2,MON,NL,11,17,1,3,1,0,0,0,1,0,0,4,0,0,0,0,3 +lawru01,1984,1,CHA,AL,136,487,68,122,14,7,6,37,29,17,39,42,6,3,4,1,9 +lawva01,1984,1,CHA,AL,151,481,60,121,18,2,17,59,4,1,41,75,2,1,6,4,13 +lazorja01,1984,1,ML4,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leach01,1984,1,MON,NL,30,72,3,8,0,0,0,0,0,0,1,24,0,0,12,0,2 +leachri01,1984,1,TOR,AL,65,88,11,23,6,2,0,7,0,0,8,14,0,0,0,1,3 +leallu01,1984,1,TOR,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +learyti01,1984,1,NYN,NL,20,10,2,3,0,0,1,1,1,0,0,2,0,0,3,0,0 +leepeda01,1984,1,KCA,AL,4,6,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +lefebjo01,1984,1,PHI,NL,52,160,22,40,9,0,3,18,0,2,23,37,4,2,0,2,5 +leffecr01,1984,1,SDN,NL,62,17,1,5,1,0,0,0,0,0,0,6,0,0,1,0,0 +leibrch01,1984,1,KCA,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leipeda01,1984,1,OAK,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lemasjo01,1984,1,SFN,NL,132,451,46,98,13,2,4,32,17,5,31,97,5,0,7,4,6 +lemonch01,1984,1,DET,AL,141,509,77,146,34,6,20,76,5,5,51,83,9,7,2,4,16 +leonaje01,1984,1,SFN,NL,136,514,76,155,27,2,21,86,17,7,47,123,3,0,0,5,13 +lerchra01,1984,1,SFN,NL,37,15,2,2,0,0,0,1,0,0,3,5,0,0,0,0,0 +leslebr01,1984,1,CIN,NL,16,2,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0 +lezcasi01,1984,1,PHI,NL,109,256,36,71,6,2,14,40,0,1,38,43,1,0,0,0,11 +linarru01,1984,1,ATL,NL,34,58,4,12,3,0,1,10,0,0,6,12,0,0,0,2,1 +littlbr01,1984,1,MON,NL,85,266,31,65,11,1,0,9,2,3,34,19,0,1,8,0,3 +lollati01,1984,1,SDN,NL,31,68,6,15,1,1,3,15,0,0,6,21,0,0,1,1,1 +lomando01,1984,1,ML4,AL,23,76,13,21,4,0,2,12,0,2,15,7,2,1,1,0,0 +lopesda01,1984,1,OAK,AL,72,230,32,59,11,1,9,36,12,0,31,36,1,1,2,3,8 +lopesda01,1984,2,CHN,NL,16,17,5,4,1,0,0,0,3,0,6,5,0,0,0,0,0 +lopezau01,1984,1,DET,AL,71,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lowenjo01,1984,1,BAL,AL,105,270,34,64,13,0,8,28,1,0,33,54,3,1,0,3,5 +lowrydw01,1984,1,DET,AL,32,45,8,11,2,0,2,7,0,0,3,11,0,0,4,0,3 +lozadwi01,1984,1,ML4,AL,43,107,15,29,8,2,1,20,0,3,12,23,0,0,3,2,1 +lucasga01,1984,1,MON,NL,55,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +luzingr01,1984,1,CHA,AL,125,412,47,98,13,0,13,58,5,1,56,80,3,3,0,6,11 +lynched01,1984,1,NYN,NL,40,27,0,6,1,0,0,1,0,0,0,9,0,0,3,0,1 +lynnfr01,1984,1,CAL,AL,142,517,84,140,28,4,23,79,2,2,77,97,8,2,2,2,14 +lyonsbi01,1984,1,SLN,NL,46,73,13,16,3,0,0,3,3,1,9,13,1,0,1,0,0 +lysanri01,1984,1,MIN,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +maddemi01,1984,1,HOU,NL,17,6,1,2,0,0,0,0,0,0,1,3,0,0,0,0,0 +maddoga01,1984,1,PHI,NL,77,241,29,68,11,0,5,19,3,2,13,29,1,0,1,2,2 +madlobi01,1984,1,PIT,NL,103,403,38,102,16,0,4,44,3,1,26,29,5,1,1,4,11 +mahleri01,1984,1,ATL,NL,38,71,6,21,3,0,0,3,0,0,2,8,0,0,3,0,1 +maldoca01,1984,1,LAN,NL,116,254,25,68,14,0,5,28,0,3,19,29,0,1,1,3,6 +manniri01,1984,1,ML4,AL,119,341,53,85,10,5,7,31,5,7,34,32,1,1,3,1,7 +manrifr01,1984,1,TOR,AL,10,9,0,3,0,0,0,1,0,0,0,1,0,0,0,0,1 +marshmi02,1984,1,LAN,NL,134,495,68,127,27,0,21,65,4,3,40,93,6,3,1,2,12 +martibu01,1984,1,TOR,AL,102,232,24,51,13,1,5,37,0,3,29,49,0,2,1,9,2 +martica01,1984,1,SDN,NL,149,488,64,122,28,2,13,66,1,3,68,82,4,4,0,10,7 +martide01,1984,1,BAL,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +martije01,1984,1,NYN,NL,51,91,6,14,1,0,3,5,0,0,6,29,0,0,0,0,5 +martire01,1984,1,SFN,NL,12,6,0,3,0,0,0,0,0,0,0,2,0,0,0,0,0 +martire01,1984,2,PHI,NL,9,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +martiti01,1984,1,BAL,AL,55,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +masonmi01,1984,1,TEX,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +masonro01,1984,1,DET,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +matavi01,1984,1,NYA,AL,30,70,8,23,5,0,1,6,1,1,0,12,0,1,4,1,1 +matthga01,1984,1,CHN,NL,147,491,101,143,21,2,14,82,17,8,103,97,2,3,1,10,10 +mattido01,1984,1,NYA,AL,153,603,91,207,44,2,23,110,1,1,41,33,8,1,8,9,15 +matusle01,1984,1,PHI,NL,101,262,40,65,17,1,12,43,4,3,39,54,4,4,0,4,7 +maymi01,1984,1,PIT,NL,50,96,4,17,3,0,1,8,0,1,10,15,1,0,1,0,3 +mazzile01,1984,1,PIT,NL,111,266,37,63,11,1,4,21,8,1,40,42,2,1,1,1,5 +mccatst01,1984,1,OAK,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcclubo01,1984,1,ML4,AL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcgafan01,1984,1,MON,NL,21,8,0,0,0,0,0,0,0,0,0,7,0,0,1,0,0 +mcgafan01,1984,2,CIN,NL,9,2,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0 +mcgeewi01,1984,1,SLN,NL,145,571,82,166,19,11,6,50,43,10,29,80,2,1,0,3,12 +mcgratu01,1984,1,PHI,NL,25,3,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcgresc01,1984,1,BAL,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mclaujo01,1984,1,TOR,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mclaujo01,1984,2,TEX,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcmurcr01,1984,1,ATL,NL,40,52,4,6,0,1,0,1,1,0,2,27,0,0,8,0,0 +mcraeha01,1984,1,KCA,AL,106,317,30,96,13,4,3,42,0,3,34,47,3,1,0,9,10 +mcreyke01,1984,1,SDN,NL,147,525,68,146,26,6,20,75,3,6,34,69,8,0,3,9,14 +mcwilla01,1984,1,PIT,NL,36,74,1,9,0,0,0,4,0,1,0,22,0,0,12,0,0 +meachbo01,1984,1,NYA,AL,99,360,62,91,13,4,2,25,9,5,32,70,0,3,14,9,2 +meierda01,1984,1,MIN,AL,59,147,18,35,8,1,0,13,0,1,6,9,0,1,3,1,5 +melenfr01,1984,1,PHI,NL,21,23,0,3,0,0,0,2,0,0,1,5,0,0,0,0,1 +mercaor01,1984,1,SEA,AL,30,78,5,17,3,1,0,5,1,0,4,12,0,1,1,0,1 +meridro01,1984,1,CHN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +meyerda01,1984,1,OAK,AL,20,22,1,7,3,1,0,4,0,0,0,2,0,0,0,0,2 +milbola01,1984,1,SEA,AL,79,211,22,56,5,1,1,22,0,2,12,16,0,0,11,1,7 +milleda01,1984,1,CAL,AL,17,41,5,7,0,0,0,1,0,0,4,9,0,0,0,0,0 +milleed04,1984,1,SDN,NL,13,14,4,4,0,1,1,2,4,0,0,4,0,0,0,0,0 +millele01,1984,1,LAN,NL,8,12,1,2,0,0,0,0,0,0,1,2,0,0,0,0,0 +milleri01,1984,1,BOS,AL,95,123,17,32,5,1,0,12,1,1,17,22,0,0,0,1,3 +milneed01,1984,1,CIN,NL,117,336,44,78,8,4,7,29,21,13,51,50,3,2,4,4,2 +mintogr01,1984,1,SFN,NL,74,21,0,1,0,0,0,0,0,0,1,7,0,0,1,0,1 +mirabpa01,1984,1,SEA,AL,52,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mitchch01,1984,1,BOS,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mitchke01,1984,1,NYN,NL,7,14,0,3,0,0,0,1,0,1,0,3,0,0,0,0,0 +molitpa01,1984,1,ML4,AL,13,46,3,10,1,0,0,6,1,0,2,8,0,0,0,1,0 +mondari01,1984,1,LAN,NL,31,47,4,9,2,0,1,7,0,0,8,16,3,0,2,0,0 +mongesi01,1984,1,SDN,NL,13,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mongesi01,1984,2,DET,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +montejo01,1984,1,NYA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +moorech02,1984,1,ML4,AL,70,188,13,44,7,1,2,17,0,4,10,26,0,1,3,1,6 +mooredo01,1984,1,ATL,NL,47,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +mooremi01,1984,1,SEA,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +moraljo01,1984,1,LAN,NL,22,19,0,3,0,0,0,0,0,0,1,2,1,0,0,0,0 +morelke01,1984,1,CHN,NL,140,495,59,138,17,3,16,80,1,4,34,71,5,3,2,5,16 +morenom01,1984,1,NYA,AL,117,355,37,92,12,6,4,38,20,11,18,48,1,1,4,4,3 +morgajo02,1984,1,OAK,AL,116,365,50,89,21,0,6,43,8,3,66,39,4,1,0,6,6 +moronje01,1984,1,CLE,AL,7,19,1,3,1,0,0,3,0,0,3,5,0,0,1,0,0 +morrija02,1984,1,DET,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +morriji01,1984,1,PIT,NL,100,304,38,87,14,2,11,45,0,1,20,52,1,1,2,4,9 +mosebll01,1984,1,TOR,AL,158,592,97,166,28,15,18,92,39,9,78,122,9,8,3,7,8 +mosesjo01,1984,1,SEA,AL,19,35,3,12,1,1,0,2,1,0,2,5,0,1,1,0,0 +motleda01,1984,1,KCA,AL,146,522,64,148,25,6,15,70,10,12,28,73,2,1,2,4,23 +mullifr01,1984,1,SFN,NL,57,110,8,24,8,0,2,10,3,1,9,29,0,0,1,0,3 +mullira01,1984,1,TOR,AL,125,343,41,111,21,5,3,42,2,3,33,44,3,1,0,2,5 +mumphje01,1984,1,HOU,NL,151,524,66,152,20,3,9,83,15,7,56,79,7,0,0,6,12 +murphda05,1984,1,ATL,NL,162,607,94,176,32,8,36,100,19,7,79,134,20,2,0,3,13 +murphdw01,1984,1,OAK,AL,153,559,93,143,18,2,33,88,4,5,74,111,1,3,4,7,15 +murrada01,1984,1,NYA,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +murraed02,1984,1,BAL,AL,162,588,97,180,26,3,29,110,10,2,107,87,25,2,0,8,9 +mussero01,1984,1,TOR,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nahorbi01,1984,1,SEA,AL,12,25,2,6,0,0,1,3,0,1,1,7,0,2,0,1,0 +narroje01,1984,1,CAL,AL,69,150,9,37,5,0,3,17,0,0,8,12,1,1,1,2,7 +nelsoge01,1984,1,CHA,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nelsori01,1984,1,SEA,AL,9,15,2,3,0,0,1,2,0,0,2,4,0,0,0,0,0 +nettlgr01,1984,1,SDN,NL,124,395,56,90,11,1,20,65,0,0,58,55,4,5,0,7,12 +newmaje01,1984,1,BOS,AL,24,63,5,14,2,0,1,3,0,0,5,16,0,0,2,1,1 +nichore01,1984,1,BOS,AL,74,124,14,28,5,1,1,14,2,1,12,18,1,3,1,1,0 +nicosst01,1984,1,SFN,NL,48,132,9,40,11,2,2,19,1,1,8,14,0,0,1,3,3 +niedeto01,1984,1,LAN,NL,33,3,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +niekrjo01,1984,1,HOU,NL,38,83,4,11,0,0,0,6,0,0,2,21,0,0,11,0,0 +niekrph01,1984,1,NYA,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +niemara01,1984,1,CHA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nietoto01,1984,1,SLN,NL,33,86,7,24,4,0,3,12,0,0,5,18,2,0,0,2,3 +nippeal01,1984,1,BOS,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nixonot01,1984,1,CLE,AL,49,91,16,14,0,0,0,1,12,6,8,11,0,0,3,1,2 +noboaju01,1984,1,CLE,AL,23,11,3,4,0,0,0,0,1,0,0,2,0,0,1,0,1 +nolanjo01,1984,1,BAL,AL,35,62,2,18,1,1,1,9,0,0,12,10,4,0,0,1,0 +nolesdi01,1984,1,CHN,NL,21,10,0,0,0,0,0,0,0,0,1,6,0,0,0,0,0 +nolesdi01,1984,2,TEX,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nunezed01,1984,1,SEA,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +oberkke01,1984,1,SLN,NL,50,152,17,47,11,1,0,11,1,2,16,10,2,1,0,0,3 +oberkke01,1984,2,ATL,NL,50,172,21,40,8,1,1,10,1,3,15,17,1,0,3,3,4 +oberrmi01,1984,1,NYA,AL,13,32,3,8,2,0,0,5,0,0,2,2,0,0,0,0,0 +obriepe03,1984,1,TEX,AL,142,520,57,149,26,2,18,80,3,5,53,50,8,0,1,7,11 +oconnja02,1984,1,MIN,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +oestero01,1984,1,CIN,NL,150,553,54,134,26,3,3,38,7,2,41,97,7,1,5,1,16 +oglivbe01,1984,1,ML4,AL,131,461,49,121,16,2,12,60,0,6,44,56,5,1,1,2,12 +ojedabo01,1984,1,BOS,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +oliveal01,1984,1,SFN,NL,91,339,27,101,19,2,0,34,2,2,20,27,4,1,0,0,19 +oliveal01,1984,2,PHI,NL,28,93,9,29,7,0,0,14,1,2,7,9,2,0,0,0,4 +omallto01,1984,1,SFN,NL,13,25,2,3,0,0,0,0,0,0,2,2,0,0,0,0,0 +omallto01,1984,2,CHA,AL,12,16,0,2,0,0,0,3,0,0,0,5,0,0,0,0,1 +onealra01,1984,1,DET,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +oquenjo01,1984,1,NYN,NL,81,189,23,42,5,0,0,10,10,1,15,26,2,2,3,2,2 +oroscje01,1984,1,NYN,NL,60,4,1,1,0,0,0,1,0,0,3,2,0,0,1,0,0 +orsuljo01,1984,1,PIT,NL,32,67,12,17,1,2,0,3,3,1,1,7,0,1,3,1,0 +ortajo01,1984,1,KCA,AL,122,403,50,120,23,7,9,50,0,1,28,39,8,2,1,4,6 +ortizju01,1984,1,NYN,NL,40,91,6,18,3,0,0,11,1,0,5,15,0,0,0,2,2 +otisam01,1984,1,PIT,NL,40,97,6,16,4,0,0,10,0,0,7,15,0,0,1,4,4 +owchibo01,1984,1,CIN,NL,49,12,2,2,1,0,0,0,0,0,3,5,0,0,1,0,2 +owenda01,1984,1,CHN,NL,47,93,8,18,2,2,1,10,1,2,8,15,1,2,0,1,0 +owensp01,1984,1,SEA,AL,152,530,67,130,18,8,3,43,16,8,46,63,0,3,9,2,5 +ownberi01,1984,1,SLN,NL,5,4,1,0,0,0,0,0,0,0,0,2,0,0,2,0,0 +paceljo01,1984,1,BAL,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pacioto01,1984,1,CHA,AL,111,363,35,93,21,2,4,29,6,0,25,69,4,4,1,4,5 +pagemi02,1984,1,PIT,NL,16,12,2,4,1,0,0,0,0,0,3,4,0,0,0,0,0 +paglimi01,1984,1,NYA,AL,67,201,24,48,15,3,7,34,0,0,15,46,0,0,0,3,5 +palmeda01,1984,1,MON,NL,20,33,2,5,1,0,1,3,0,0,0,12,0,0,6,0,0 +palmeji01,1984,1,BAL,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pankoji01,1984,1,HOU,NL,53,81,6,23,7,0,1,14,2,1,2,20,0,0,1,1,1 +parkeda01,1984,1,CIN,NL,156,607,73,173,28,0,16,94,11,10,41,89,10,1,0,6,8 +parrila01,1984,1,TEX,AL,156,613,72,175,42,1,22,101,2,4,42,116,7,6,0,3,20 +parrila02,1984,1,DET,AL,147,578,75,137,16,2,33,98,2,3,41,120,6,2,2,6,12 +parsoca01,1984,1,CHA,AL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +pashnla01,1984,1,MIN,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pastofr01,1984,1,CIN,NL,24,28,2,2,0,0,0,1,0,0,1,11,0,0,2,0,0 +pattere01,1984,1,CHN,NL,3,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +paynemi01,1984,1,ATL,NL,3,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +penaal01,1984,1,LAN,NL,28,66,5,8,3,0,0,1,0,0,2,26,0,0,4,0,1 +penabe01,1984,1,HOU,NL,24,39,3,8,1,0,1,4,0,0,3,8,1,0,0,0,3 +penato01,1984,1,PIT,NL,147,546,77,156,27,2,15,78,12,8,36,79,5,4,4,2,14 +pendlte01,1984,1,SLN,NL,67,262,37,85,16,3,1,33,20,5,16,32,3,0,0,5,7 +percoja01,1984,1,SEA,AL,155,612,93,180,24,4,0,31,29,6,57,47,1,5,11,3,5 +perezpa01,1984,1,ATL,NL,32,66,5,5,1,1,0,3,1,0,6,29,0,1,6,0,0 +perezto01,1984,1,CIN,NL,71,137,9,33,6,1,2,15,0,0,11,21,2,0,0,1,8 +perkibr01,1984,1,CLE,AL,58,66,5,13,1,0,0,4,0,0,7,10,1,1,0,2,3 +perryge01,1984,1,ATL,NL,122,347,52,92,12,2,7,47,15,12,61,38,5,2,2,7,9 +petrage01,1984,1,TOR,AL,3,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +petryda01,1984,1,DET,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pettiga01,1984,1,CAL,AL,140,397,63,90,11,6,2,29,48,17,60,115,1,3,5,1,4 +phelpke01,1984,1,SEA,AL,101,290,52,70,9,0,24,51,3,3,61,73,5,5,0,4,1 +phillto02,1984,1,OAK,AL,154,451,62,120,24,3,4,37,10,6,42,86,1,0,7,5,5 +picciro01,1984,1,CAL,AL,87,119,18,24,6,0,1,9,0,1,0,21,0,0,8,1,2 +pinielo01,1984,1,NYA,AL,29,86,8,26,4,1,1,6,0,0,7,5,1,0,0,0,7 +pittmjo01,1984,1,SFN,NL,17,22,2,5,0,0,0,2,1,1,0,6,0,0,0,1,1 +pocorbi01,1984,1,ATL,NL,4,2,1,0,0,0,0,0,0,0,2,0,0,0,0,0,0 +portech01,1984,1,ML4,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +porteda02,1984,1,SLN,NL,127,422,56,98,16,3,11,68,5,3,60,79,12,5,0,6,10 +powerte01,1984,1,CIN,NL,78,5,2,0,0,0,0,0,0,0,1,4,0,0,1,0,0 +preslji01,1984,1,SEA,AL,70,251,27,57,12,1,10,36,1,1,6,63,1,1,0,1,4 +pricejo02,1984,1,CIN,NL,30,48,3,7,1,0,0,2,0,0,2,16,0,0,9,0,0 +pryorgr01,1984,1,KCA,AL,123,270,32,71,11,1,4,25,0,3,12,28,0,3,2,1,9 +puckeki01,1984,1,MIN,AL,128,557,63,165,12,5,0,31,14,7,16,69,1,4,4,2,11 +puhlte01,1984,1,HOU,NL,132,449,66,135,19,7,9,55,13,8,59,45,12,1,6,4,5 +pujollu01,1984,1,KCA,AL,4,5,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0 +puleoch01,1984,1,CIN,NL,5,5,1,1,1,0,0,2,0,0,0,2,0,0,2,0,0 +pulidal01,1984,1,PIT,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +putnapa01,1984,1,SEA,AL,64,155,11,31,6,0,2,16,3,0,12,27,1,0,0,2,5 +putnapa01,1984,2,MIN,AL,14,38,1,3,1,0,0,4,0,0,4,12,0,0,0,1,0 +quirkja01,1984,1,CHA,AL,3,2,0,0,0,0,0,1,0,0,0,2,0,0,0,1,0 +quirkja01,1984,2,CLE,AL,1,1,1,1,0,0,1,1,0,0,0,0,0,0,0,0,0 +quiseda01,1984,1,KCA,AL,72,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rabbjo01,1984,1,SFN,NL,54,82,10,16,1,0,3,9,1,1,10,33,0,0,0,0,0 +rainech01,1984,1,CHN,NL,17,31,2,3,0,0,0,3,0,0,2,12,0,0,1,0,0 +rainech01,1984,2,OAK,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +raineti01,1984,1,MON,NL,160,622,106,192,38,9,8,60,75,10,87,69,7,2,3,4,7 +rajsiga01,1984,1,SLN,NL,7,7,1,1,0,0,0,2,0,0,2,1,0,0,0,1,0 +ramirma01,1984,1,SDN,NL,48,59,12,7,1,0,2,9,0,0,13,14,1,0,1,0,2 +ramirra01,1984,1,ATL,NL,145,591,51,157,22,4,2,48,14,17,26,70,1,1,5,6,9 +ramosbo01,1984,1,MON,NL,31,83,8,16,1,0,2,5,0,0,6,13,1,0,1,1,5 +ramosdo01,1984,1,SEA,AL,59,81,6,15,2,0,0,2,2,2,5,12,0,0,1,0,4 +ramsemi01,1984,1,SLN,NL,21,15,1,1,1,0,0,0,0,0,1,3,0,0,2,0,0 +ramsemi01,1984,2,MON,NL,37,70,2,15,1,0,0,3,0,0,0,13,0,0,0,0,2 +randowi01,1984,1,NYA,AL,142,564,86,162,24,2,2,31,10,6,86,42,4,0,7,7,15 +rasmude01,1984,1,NYA,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rawlesh01,1984,1,NYA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rawlesh01,1984,2,PHI,NL,19,43,3,5,0,0,0,1,1,0,1,17,0,0,0,1,0 +rayfofl01,1984,1,BAL,AL,86,250,24,64,14,0,4,27,0,3,12,51,0,3,2,2,5 +rayjo01,1984,1,PIT,NL,155,555,75,173,38,6,6,67,11,6,37,31,2,3,2,6,16 +readyra01,1984,1,ML4,AL,37,123,13,23,6,1,3,13,0,0,14,18,0,0,3,0,2 +reardje01,1984,1,MON,NL,68,9,0,0,0,0,0,0,0,0,0,7,0,0,0,0,0 +redusga01,1984,1,CIN,NL,123,394,69,100,21,3,7,22,48,11,52,71,3,1,3,5,4 +reedje02,1984,1,MIN,AL,18,21,3,3,3,0,0,1,0,0,2,6,0,0,1,0,0 +reedro01,1984,1,CHA,AL,51,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +remyje01,1984,1,BOS,AL,30,104,8,26,1,1,0,8,4,3,7,11,0,0,2,0,1 +reuscri01,1984,1,CHN,NL,20,29,2,7,3,0,0,3,0,0,2,8,0,0,4,1,1 +reussje01,1984,1,LAN,NL,30,24,2,4,1,0,0,2,0,0,3,9,0,0,2,0,1 +reyesgi01,1984,1,LAN,NL,4,5,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +reynocr01,1984,1,HOU,NL,146,527,61,137,15,11,6,60,7,1,22,53,2,0,16,6,4 +reynoha01,1984,1,SEA,AL,10,10,3,3,0,0,0,0,1,1,0,1,0,1,1,0,0 +reynorj01,1984,1,LAN,NL,73,240,24,62,12,2,2,24,7,5,14,38,0,1,4,2,6 +rhoderi01,1984,1,PIT,NL,35,84,9,28,6,0,0,4,0,0,2,10,0,0,5,1,1 +rhombke01,1984,1,CLE,AL,13,8,0,2,0,0,0,0,0,0,0,3,0,0,0,0,0 +riceji01,1984,1,BOS,AL,159,657,98,184,25,7,28,122,4,0,44,102,8,1,0,6,36 +richage01,1984,1,SFN,NL,87,135,18,34,4,0,0,4,5,3,18,28,2,0,0,0,3 +richami01,1984,1,TEX,AL,6,9,0,1,0,0,0,0,0,1,1,1,0,0,0,0,0 +richami01,1984,2,HOU,NL,16,15,1,4,1,0,0,2,0,0,0,1,0,0,0,0,0 +righeda01,1984,1,NYA,AL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rijojo01,1984,1,NYA,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rileyge01,1984,1,SFN,NL,5,10,1,1,0,0,0,0,0,0,0,5,0,0,1,0,1 +ripkeca01,1984,1,BAL,AL,162,641,103,195,37,7,27,86,2,1,71,89,1,2,0,2,16 +riverge01,1984,1,LAN,NL,94,227,20,59,12,2,2,17,1,0,21,30,5,1,2,3,15 +rivermi01,1984,1,TEX,AL,102,313,40,94,13,1,4,33,5,5,9,23,1,0,4,0,1 +roberan01,1984,1,NYA,AL,52,140,10,30,5,1,0,6,0,1,4,20,0,0,8,0,11 +roberbe01,1984,1,CHA,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +roberle01,1984,1,KCA,AL,29,45,4,10,1,1,0,3,0,0,4,3,0,1,0,0,1 +robindo01,1984,1,PIT,NL,53,31,6,9,0,0,1,5,0,0,4,9,1,0,0,0,0 +robinje01,1984,1,SFN,NL,34,61,0,7,0,0,0,2,0,0,2,23,0,0,1,0,2 +robinro01,1984,1,CIN,NL,12,8,0,0,0,0,0,0,0,0,0,5,0,0,1,0,0 +rodasri01,1984,1,LAN,NL,3,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodrivi01,1984,1,BAL,AL,11,17,4,7,3,0,0,2,0,0,0,2,0,0,0,0,0 +roeniga01,1984,1,BAL,AL,121,326,36,73,19,1,10,44,1,2,58,43,1,4,3,2,10 +roeniro01,1984,1,SDN,NL,12,20,4,6,1,0,1,2,0,0,2,5,1,0,0,0,0 +rogerst01,1984,1,MON,NL,31,49,2,7,1,1,0,1,0,0,2,15,0,0,4,0,1 +rohnda01,1984,1,CHN,NL,25,31,1,4,0,0,1,3,0,0,1,6,0,0,0,1,1 +romanjo02,1984,1,CLE,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +romanro01,1984,1,CAL,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +romered01,1984,1,ML4,AL,116,357,36,90,12,0,1,31,3,3,29,25,2,1,6,4,12 +romerra01,1984,1,CLE,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rosepe01,1984,1,MON,NL,95,278,34,72,6,2,0,23,1,1,31,20,3,1,3,1,10 +rosepe01,1984,2,CIN,NL,26,96,9,35,9,0,0,11,0,0,9,7,1,2,0,0,1 +rossma01,1984,1,HOU,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rowdowa01,1984,1,CIN,NL,4,7,0,2,0,0,0,0,0,0,0,1,0,0,0,0,0 +roystje01,1984,1,ATL,NL,81,227,22,47,13,2,1,21,6,4,15,41,1,1,2,2,8 +rozemda01,1984,1,DET,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ruckeda01,1984,1,SLN,NL,50,7,0,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +ruhleve01,1984,1,HOU,NL,40,12,0,1,0,0,0,0,0,0,2,7,0,0,0,0,0 +rungepa01,1984,1,ATL,NL,28,90,5,24,3,1,0,3,5,3,10,14,0,0,3,0,2 +russebi01,1984,1,LAN,NL,89,262,25,70,12,1,0,19,4,4,25,24,1,0,9,2,7 +russeje01,1984,1,CIN,NL,34,57,2,8,2,0,0,7,0,0,4,27,0,0,5,1,0 +russejo02,1984,1,PHI,NL,39,99,11,28,8,1,2,11,0,1,12,33,2,0,0,3,2 +ruthvdi01,1984,1,CHN,NL,25,44,2,7,3,0,0,2,0,0,1,18,0,0,5,0,0 +ryanno01,1984,1,HOU,NL,30,61,3,6,2,0,0,1,1,0,2,26,0,0,5,0,1 +saberbr01,1984,1,KCA,AL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sakatle01,1984,1,BAL,AL,81,157,23,30,1,0,3,11,4,1,6,15,2,0,5,0,4 +salasma01,1984,1,SLN,NL,14,20,1,2,1,0,0,1,0,0,0,3,0,0,1,0,0 +salazan01,1984,1,MON,NL,80,174,12,27,4,2,0,12,1,1,4,38,0,1,4,1,2 +salazlu01,1984,1,SDN,NL,93,228,20,55,7,2,3,17,11,7,6,38,1,0,2,0,5 +sambijo01,1984,1,HOU,NL,32,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +samplbi01,1984,1,TEX,AL,130,489,67,121,20,2,5,33,18,6,29,46,1,0,4,6,9 +samueju01,1984,1,PHI,NL,160,701,105,191,36,19,15,69,72,15,28,168,2,7,0,1,6 +sanchal01,1984,1,SFN,NL,13,41,3,8,0,1,0,2,2,3,0,12,0,0,0,0,0 +sanchlu01,1984,1,CAL,AL,49,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sanchor01,1984,1,KCA,AL,10,10,0,1,1,0,0,2,0,0,0,2,0,0,0,0,1 +sanchor01,1984,2,BAL,AL,4,8,0,2,0,0,0,1,0,0,0,2,0,0,0,0,0 +sandbry01,1984,1,CHN,NL,156,636,114,200,36,19,19,84,32,7,52,101,3,3,5,4,7 +sandesc01,1984,1,CHN,NL,24,42,3,5,0,0,0,5,0,0,3,18,0,1,4,1,0 +santara01,1984,1,NYN,NL,51,152,14,42,11,1,1,12,0,3,9,17,0,0,1,0,3 +saxst01,1984,1,LAN,NL,145,569,70,138,24,4,1,35,34,19,47,53,3,1,2,3,12 +schatda01,1984,1,MON,NL,37,35,2,11,2,1,0,3,0,0,2,10,0,0,5,0,0 +scherbi01,1984,1,CIN,NL,36,3,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +scherbi01,1984,2,DET,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schirca01,1984,1,NYN,NL,5,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schmida01,1984,1,TEX,AL,43,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schmimi01,1984,1,PHI,NL,151,528,93,146,23,3,36,106,5,7,92,116,14,4,0,8,15 +schofdi02,1984,1,CAL,AL,140,400,39,77,10,3,4,21,5,2,33,79,0,6,13,0,7 +schrobi01,1984,1,ML4,AL,61,210,29,54,6,0,14,25,0,1,8,54,2,2,4,2,6 +schroke01,1984,1,MIN,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schuldo01,1984,1,CHN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schuldo01,1984,2,CLE,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schuri01,1984,1,PHI,NL,17,29,12,8,2,1,2,5,0,0,6,6,0,0,0,1,0 +sciosmi01,1984,1,LAN,NL,114,341,29,93,18,0,5,38,2,1,52,26,10,1,1,4,10 +sconida01,1984,1,CAL,AL,57,160,14,39,4,0,4,17,1,2,13,17,2,0,0,0,6 +scottdo01,1984,1,TEX,AL,81,235,16,52,9,0,3,20,0,1,20,44,1,0,6,2,5 +scottmi03,1984,1,HOU,NL,31,47,3,6,2,0,0,3,0,0,2,26,0,0,6,0,1 +scottto01,1984,1,HOU,NL,25,21,2,4,1,0,0,0,0,0,4,3,1,0,1,0,0 +scottto01,1984,2,MON,NL,45,71,8,18,4,0,0,5,1,1,7,21,1,0,0,1,1 +scranji01,1984,1,KCA,AL,2,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +scurrro01,1984,1,PIT,NL,43,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +searara01,1984,1,ML4,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +seaveto01,1984,1,CHA,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sheetla01,1984,1,BAL,AL,8,16,3,7,1,0,1,2,0,0,1,3,0,0,0,0,0 +shelbjo01,1984,1,BAL,AL,128,383,44,80,12,5,6,30,12,4,20,71,0,0,12,0,4 +shephro01,1984,1,TOR,AL,12,4,0,0,0,0,0,0,0,1,0,3,0,0,0,0,0 +sheripa01,1984,1,KCA,AL,138,481,64,136,24,4,8,53,19,6,41,91,3,1,5,3,6 +shinera01,1984,1,MON,NL,12,20,0,6,1,0,0,2,0,0,0,3,0,0,0,1,0 +shirlbo01,1984,1,NYA,AL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shower01,1984,1,SDN,NL,32,69,7,17,3,0,3,10,0,0,0,23,0,1,6,0,4 +simmone01,1984,1,DET,AL,9,30,4,13,2,0,0,3,1,0,2,5,1,0,0,0,2 +simmote01,1984,1,ML4,AL,132,497,44,110,23,2,4,52,3,0,30,40,3,3,1,1,23 +sinatma01,1984,1,ATL,NL,2,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +singlke01,1984,1,BAL,AL,111,363,28,78,7,1,6,36,0,0,37,60,5,0,1,2,20 +siskdo01,1984,1,NYN,NL,50,11,0,1,0,0,0,0,0,0,1,6,0,0,2,0,1 +siwyji01,1984,1,CHA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +skinnjo01,1984,1,CHA,AL,43,80,4,17,2,0,0,3,1,0,7,19,0,0,0,1,2 +slatoji01,1984,1,CAL,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +slaugdo01,1984,1,KCA,AL,124,409,48,108,27,4,4,42,0,0,20,55,4,2,8,7,8 +smallro02,1984,1,NYA,AL,67,209,17,50,8,1,7,26,2,1,15,35,2,0,0,3,5 +smallro02,1984,2,CHA,AL,47,135,15,23,4,0,4,13,1,1,22,30,1,0,0,1,1 +smithbr01,1984,1,MON,NL,28,53,9,7,3,0,0,1,0,0,5,18,0,0,7,0,0 +smithda02,1984,1,HOU,NL,53,4,1,0,0,0,0,0,0,0,1,2,0,0,1,0,0 +smithda03,1984,1,CAL,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithke03,1984,1,NYA,AL,2,4,0,0,0,0,0,0,0,0,0,2,0,1,0,0,0 +smithle02,1984,1,CHN,NL,69,13,0,1,0,0,0,1,0,0,0,8,0,0,1,0,0 +smithlo01,1984,1,SLN,NL,145,504,77,126,20,4,6,49,50,13,70,90,0,9,3,4,7 +smithmi03,1984,1,MIN,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithmi04,1984,1,CIN,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +smithoz01,1984,1,SLN,NL,124,412,53,106,20,5,1,44,35,7,56,17,5,2,11,3,8 +smithro01,1984,1,CLE,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithza01,1984,1,ATL,NL,3,9,1,5,0,0,0,0,0,0,0,1,0,0,0,0,0 +snellna01,1984,1,BAL,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +solanju01,1984,1,HOU,NL,31,3,1,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +sorenla01,1984,1,OAK,AL,46,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sotoma01,1984,1,CIN,NL,33,87,5,18,5,0,1,9,0,0,0,28,0,0,4,1,0 +speiech01,1984,1,MON,NL,25,40,1,6,0,0,0,1,0,0,1,8,0,0,2,0,1 +speiech01,1984,2,SLN,NL,38,118,9,21,7,1,3,8,0,0,9,19,1,1,1,0,4 +speiech01,1984,3,MIN,AL,12,33,2,7,0,0,0,1,0,0,3,7,0,0,1,0,1 +spillda01,1984,1,CLE,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +spillda01,1984,2,CHA,AL,23,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +spilmha01,1984,1,HOU,NL,32,72,14,19,2,0,2,15,0,0,12,10,0,0,0,3,1 +splitpa01,1984,1,KCA,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +squirmi01,1984,1,CHA,AL,104,82,9,15,1,0,0,6,2,2,6,7,1,0,1,0,1 +stanlbo01,1984,1,BOS,AL,57,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stantmi01,1984,1,SEA,AL,54,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +staplda01,1984,1,BOS,AL,13,39,4,9,2,0,0,1,0,0,3,3,1,0,1,0,2 +staubru01,1984,1,NYN,NL,78,72,2,19,4,0,1,18,0,0,4,9,3,0,0,3,1 +stclara01,1984,1,MON,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stearjo01,1984,1,NYN,NL,8,17,6,3,1,0,0,1,1,0,4,2,0,0,0,0,0 +stegmda01,1984,1,CHA,AL,55,92,13,24,1,2,2,11,3,0,4,18,0,2,1,0,1 +steinbi02,1984,1,TEX,AL,27,43,3,12,1,0,0,3,0,0,5,9,2,0,0,0,1 +steirri01,1984,1,CAL,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stenhmi01,1984,1,MON,NL,80,175,14,32,8,0,4,16,0,0,26,32,4,1,1,2,5 +stewada01,1984,1,TEX,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stewasa01,1984,1,BAL,AL,60,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stiebda01,1984,1,TOR,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stoddbo01,1984,1,SEA,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stoddti01,1984,1,CHN,NL,58,11,0,1,0,0,0,0,0,0,0,5,0,0,1,0,0 +stoneje01,1984,1,PHI,NL,51,185,27,67,4,6,1,15,27,5,9,26,0,2,1,2,2 +strawda01,1984,1,NYN,NL,147,522,75,131,27,4,26,97,27,8,75,131,15,0,1,4,8 +stubbfr01,1984,1,LAN,NL,87,217,22,42,2,3,8,17,2,2,24,63,3,0,3,1,0 +stupejo01,1984,1,SLN,NL,15,16,0,1,0,0,0,1,0,0,1,8,0,0,3,0,0 +sullima02,1984,1,BOS,AL,2,6,1,3,0,0,0,1,0,0,1,0,0,0,0,0,0 +summech01,1984,1,SDN,NL,47,54,5,10,3,0,1,12,0,0,4,15,1,1,0,0,2 +sundbji01,1984,1,ML4,AL,110,348,43,91,19,4,7,43,1,1,38,63,2,0,6,3,5 +sutclri01,1984,1,CLE,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sutclri01,1984,2,CHN,NL,20,56,3,14,3,0,0,6,0,0,2,18,0,0,5,0,1 +suttebr01,1984,1,SLN,NL,71,10,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +suttodo01,1984,1,ML4,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +swaggbi01,1984,1,BAL,AL,24,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +swancr01,1984,1,NYN,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +swancr01,1984,2,CAL,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tablepa01,1984,1,CLE,AL,144,473,66,137,21,3,10,68,3,1,47,62,2,3,0,5,16 +tananfr01,1984,1,TEX,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tartada01,1984,1,SEA,AL,10,20,3,6,1,0,2,7,0,0,2,3,0,1,0,1,0 +tekulke01,1984,1,PIT,NL,72,7,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +tellmto01,1984,1,ML4,AL,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +templga01,1984,1,SDN,NL,148,493,40,127,19,3,2,35,8,3,39,81,23,1,0,2,10 +terrewa01,1984,1,NYN,NL,33,75,3,6,2,0,0,0,0,0,1,33,0,0,1,0,1 +tettlmi01,1984,1,OAK,AL,33,76,10,20,2,1,1,5,0,0,11,21,0,0,0,1,3 +teufeti01,1984,1,MIN,AL,157,568,76,149,30,3,14,61,1,3,76,73,8,2,2,4,18 +thomade01,1984,1,MON,NL,108,243,26,62,12,2,0,20,0,4,20,33,1,0,3,3,7 +thomade01,1984,2,CAL,AL,14,29,3,4,0,1,0,2,0,0,3,4,0,0,1,0,1 +thomago01,1984,1,SEA,AL,35,108,6,17,3,0,1,13,0,3,28,27,0,1,0,6,3 +thomaro02,1984,1,SEA,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thompja01,1984,1,PIT,NL,154,543,61,138,22,0,17,74,0,0,87,73,14,2,0,4,13 +thompmi02,1984,1,ATL,NL,25,99,16,30,1,0,2,4,14,2,11,11,1,0,1,0,1 +thompsc01,1984,1,SFN,NL,120,245,30,75,7,1,1,31,5,3,30,26,5,0,1,4,11 +thondi01,1984,1,HOU,NL,5,17,3,6,0,1,0,1,0,1,0,4,0,1,0,0,1 +thornan01,1984,1,CLE,AL,155,587,91,159,26,0,33,99,6,5,91,79,11,2,0,9,9 +thurmma01,1984,1,SDN,NL,32,58,1,11,1,0,0,4,0,0,3,10,0,0,7,0,1 +tibbsja01,1984,1,CIN,NL,14,36,1,5,0,0,0,1,0,0,1,13,0,0,1,0,0 +tidrodi01,1984,1,NYN,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tobikda01,1984,1,TEX,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tolivfr01,1984,1,CIN,NL,3,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +tollewa01,1984,1,TEX,AL,118,338,35,72,9,2,0,9,22,4,27,47,0,3,9,1,12 +tolmati01,1984,1,HOU,NL,14,17,2,3,1,0,0,0,0,0,0,3,0,0,0,0,0 +torremi01,1984,1,NYN,NL,9,10,0,3,0,0,0,1,0,0,1,1,0,0,0,0,1 +torremi01,1984,2,OAK,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +trabeji01,1984,1,BAL,AL,10,21,3,5,0,0,0,2,0,0,2,4,0,0,0,1,1 +trammal01,1984,1,DET,AL,139,555,85,174,34,5,14,69,19,13,60,63,2,3,6,2,8 +trevial01,1984,1,CIN,NL,6,6,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +trevial01,1984,2,ATL,NL,79,266,36,65,16,0,3,28,5,2,16,27,1,1,5,1,4 +trillma01,1984,1,SFN,NL,98,401,45,102,21,1,4,36,0,0,25,55,0,3,4,4,8 +troutst01,1984,1,CHN,NL,32,61,4,8,0,0,0,3,0,0,4,21,0,0,5,1,1 +tudorjo01,1984,1,PIT,NL,36,76,3,16,1,0,0,2,1,0,3,24,0,0,4,0,0 +tunnele01,1984,1,PIT,NL,26,12,0,1,0,0,0,0,0,0,0,6,0,0,3,0,0 +ujdurje01,1984,1,CLE,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +underto01,1984,1,BAL,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +upshawi01,1984,1,TOR,AL,152,569,79,158,31,9,19,84,10,4,55,86,14,5,3,3,8 +uribejo01,1984,1,SLN,NL,8,19,4,4,0,0,0,3,1,0,0,2,0,0,1,0,1 +vailmi01,1984,1,LAN,NL,16,16,1,1,0,0,0,2,0,0,1,7,0,0,0,0,0 +valenfe01,1984,1,LAN,NL,35,79,5,15,3,0,3,7,0,0,1,11,0,0,9,0,2 +valleda01,1984,1,SEA,AL,13,27,4,8,1,0,1,4,0,0,1,5,0,0,0,0,0 +vandeed01,1984,1,SEA,AL,51,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vangoda01,1984,1,CIN,NL,38,101,10,23,2,0,0,6,0,0,12,17,2,0,0,0,2 +vanslan01,1984,1,SLN,NL,137,361,45,88,16,4,7,50,28,5,63,71,9,0,0,2,5 +vargaed01,1984,1,PIT,NL,18,31,3,7,2,0,0,2,0,0,3,5,0,0,0,0,0 +venabma01,1984,1,MON,NL,38,71,7,17,2,0,2,7,1,0,3,7,1,1,0,1,0 +veryzto01,1984,1,CHN,NL,44,74,5,14,1,0,0,4,0,0,3,11,1,4,2,0,3 +violafr01,1984,1,MIN,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +virgioz02,1984,1,PHI,NL,141,456,61,119,21,2,18,68,1,1,45,91,5,5,1,5,19 +vonohda01,1984,1,SLN,NL,27,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +vukovge01,1984,1,CLE,AL,134,437,38,133,22,5,9,60,1,4,34,61,3,1,0,2,10 +waddeto01,1984,1,CLE,AL,58,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wagnema01,1984,1,OAK,AL,83,87,8,20,5,1,0,12,2,0,7,11,0,0,5,1,5 +waitsri01,1984,1,ML4,AL,47,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +walkbo01,1984,1,PIT,NL,2,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +walkech01,1984,1,BOS,AL,3,2,0,0,0,0,0,1,0,0,0,1,0,0,0,1,0 +walkedu01,1984,1,CIN,NL,83,195,35,57,10,3,10,28,7,3,33,35,2,0,1,2,1 +walkegr01,1984,1,CHA,AL,136,442,62,130,29,2,24,75,8,5,35,66,3,2,0,3,9 +wallati01,1984,1,MON,NL,160,582,55,143,25,4,18,72,3,7,50,101,6,7,0,4,12 +wallide01,1984,1,HOU,NL,87,249,37,70,11,5,3,31,7,1,16,28,2,1,0,2,4 +waltemi01,1984,1,MIN,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wardga01,1984,1,TEX,AL,155,602,97,171,21,7,21,79,7,5,55,95,3,0,1,1,22 +wardlcu01,1984,1,MIN,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +warremi01,1984,1,OAK,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +washicl01,1984,1,ATL,NL,120,416,62,119,21,2,17,61,21,9,59,77,8,1,0,3,11 +washiro01,1984,1,MIN,AL,88,197,25,58,11,5,3,23,1,1,4,31,0,1,1,3,4 +washiul01,1984,1,KCA,AL,63,170,18,38,6,0,1,10,4,6,14,31,0,0,4,1,1 +wathajo01,1984,1,KCA,AL,97,171,17,31,7,1,2,10,6,6,21,34,0,0,4,0,6 +watsobo01,1984,1,ATL,NL,49,85,4,18,4,0,2,12,0,0,9,12,2,0,0,0,2 +webstmi01,1984,1,TOR,AL,26,22,9,5,2,1,0,4,0,0,1,7,0,0,0,0,1 +wehrmda01,1984,1,PHI,NL,7,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +welchbo01,1984,1,LAN,NL,32,51,0,4,0,0,0,3,0,0,2,15,0,0,8,0,1 +wellmbr01,1984,1,SFN,NL,93,265,23,60,9,1,2,25,10,5,19,41,0,0,3,4,8 +whitalo01,1984,1,DET,AL,143,558,90,161,25,1,13,56,6,5,62,63,5,0,4,5,9 +whitefr01,1984,1,KCA,AL,129,479,58,130,22,5,17,56,5,5,27,72,3,2,4,3,11 +whitela01,1984,1,LAN,NL,7,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +whitele01,1984,1,MIN,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +whitfte01,1984,1,LAN,NL,87,180,15,44,8,0,4,18,1,4,17,35,2,1,2,0,5 +whitsed01,1984,1,SDN,NL,36,61,0,3,0,0,0,1,0,0,1,12,0,0,6,0,0 +whitter01,1984,1,TOR,AL,124,315,35,75,12,1,15,46,0,3,43,49,7,1,0,5,7 +wieghto01,1984,1,HOU,NL,6,10,0,0,0,0,0,1,0,0,1,3,0,0,0,1,1 +wiggial01,1984,1,SDN,NL,158,596,106,154,19,7,3,34,70,21,75,57,1,3,14,4,2 +wilcomi01,1984,1,DET,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wilforo01,1984,1,CAL,AL,108,307,31,76,13,2,6,33,3,2,20,53,0,2,6,2,2 +wilkecu01,1984,1,TEX,AL,153,484,47,120,12,0,1,26,12,10,22,72,0,2,12,2,7 +willaje01,1984,1,CLE,AL,87,246,21,55,8,1,10,37,1,0,26,55,0,0,0,3,6 +willial03,1984,1,MIN,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +willica01,1984,1,DET,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +willica01,1984,2,CIN,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +willifr01,1984,1,SFN,NL,61,18,1,4,0,0,0,1,0,0,3,7,0,0,0,0,0 +willsfr01,1984,1,KCA,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wilsogl01,1984,1,PHI,NL,132,341,28,82,21,3,6,31,7,1,17,56,1,1,1,3,12 +wilsomo01,1984,1,NYN,NL,154,587,88,162,28,10,10,54,46,9,26,90,2,2,2,2,5 +wilsowi02,1984,1,KCA,AL,128,541,81,163,24,9,2,44,47,5,39,56,2,3,2,3,7 +winfida01,1984,1,NYA,AL,141,567,106,193,34,4,19,100,6,4,53,71,9,0,0,6,14 +winnihe01,1984,1,NYN,NL,14,27,5,11,1,1,0,5,2,1,1,7,0,0,0,0,0 +winnji01,1984,1,PIT,NL,9,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wittmi01,1984,1,CAL,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wockejo01,1984,1,PHI,NL,86,180,20,52,3,1,6,24,1,0,30,24,1,0,1,0,4 +wohlfji01,1984,1,MON,NL,95,213,20,64,13,2,5,29,3,0,14,19,0,0,0,1,1 +woodsga01,1984,1,CHN,NL,87,98,13,23,4,1,3,10,2,1,15,21,0,0,2,1,3 +wotusro01,1984,1,PIT,NL,27,55,4,12,6,0,0,2,0,0,6,8,2,0,2,1,4 +wrighge03,1984,1,TEX,AL,101,383,40,93,19,4,9,48,0,2,15,54,2,2,1,3,6 +wrighri01,1984,1,TEX,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wynegbu01,1984,1,NYA,AL,129,442,48,118,13,1,6,45,1,4,65,35,6,0,4,1,18 +wynnema01,1984,1,PIT,NL,154,653,77,174,24,11,0,39,24,19,42,81,0,0,5,2,8 +yeagest01,1984,1,LAN,NL,74,197,16,45,4,0,4,29,1,2,20,38,1,0,1,3,2 +yostne01,1984,1,TEX,AL,80,242,15,44,4,0,6,25,1,2,6,47,0,0,2,1,5 +youngcu01,1984,1,OAK,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +youngjo02,1984,1,SFN,NL,134,469,50,119,17,1,10,51,5,6,48,86,1,4,3,0,8 +youngma01,1984,1,SEA,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +youngmi01,1984,1,BAL,AL,123,401,59,101,17,2,17,52,6,2,58,110,2,7,2,2,5 +yountro01,1984,1,ML4,AL,160,624,105,186,27,7,16,80,14,4,67,67,7,1,1,9,22 +zachrpa01,1984,1,LAN,NL,58,6,0,2,0,0,0,0,0,0,0,1,0,0,0,0,1 +zahnge01,1984,1,CAL,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +zaskeje01,1984,1,PIT,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +zuvelpa01,1984,1,ATL,NL,11,25,2,5,1,0,0,1,0,0,2,3,0,0,0,0,0 +aasedo01,1985,1,BAL,AL,54,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +abregjo01,1985,1,CHN,NL,6,9,0,0,0,0,0,1,0,0,0,2,0,0,0,0,0 +ackerji01,1985,1,TOR,AL,61,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +adamsri02,1985,1,SFN,NL,54,121,12,23,3,1,2,10,1,1,5,23,3,1,3,0,2 +agostju01,1985,1,CHA,AL,54,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +aguaylu01,1985,1,PHI,NL,91,165,27,46,7,3,6,21,1,0,22,26,5,6,4,3,7 +aguilri01,1985,1,NYN,NL,22,36,1,10,2,0,0,2,0,0,1,5,0,0,7,0,1 +aikenwi01,1985,1,TOR,AL,12,20,2,4,1,0,1,5,0,0,3,6,0,0,0,1,1 +alexado01,1985,1,TOR,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +allenga01,1985,1,TOR,AL,14,34,2,4,1,0,0,3,0,0,0,10,0,0,0,0,1 +allenne01,1985,1,SLN,NL,23,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +allenne01,1985,2,NYA,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +almonbi01,1985,1,PIT,NL,88,244,33,66,17,0,6,29,10,7,22,61,0,1,4,3,6 +anderda02,1985,1,LAN,NL,77,221,24,44,6,0,4,18,5,4,35,42,3,1,4,1,4 +anderla02,1985,1,PHI,NL,57,4,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +andujjo01,1985,1,SLN,NL,38,94,2,10,2,0,0,8,3,1,5,50,0,0,7,0,2 +armasto01,1985,1,BOS,AL,103,385,50,102,17,5,23,64,0,0,18,90,4,2,0,5,14 +armstmi01,1985,1,NYA,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ashbyal01,1985,1,HOU,NL,65,189,20,53,8,0,8,25,0,0,24,27,2,1,1,1,9 +atherke01,1985,1,OAK,AL,56,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ayalabe01,1985,1,CLE,AL,46,76,10,19,7,0,2,15,0,0,4,17,1,0,0,1,2 +backmwa01,1985,1,NYN,NL,145,520,77,142,24,5,1,38,30,12,36,72,1,1,14,3,3 +bailema01,1985,1,HOU,NL,114,332,47,88,14,0,10,45,0,2,67,70,13,1,1,1,16 +bailobo01,1985,1,LAN,NL,74,118,8,29,3,1,0,7,1,0,3,5,0,1,8,0,3 +baineha01,1985,1,CHA,AL,160,640,86,198,29,3,22,113,1,1,42,89,8,1,0,10,23 +bairdo01,1985,1,DET,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bairdo01,1985,2,SLN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bakerdo01,1985,1,DET,AL,15,27,4,5,1,0,0,1,0,0,0,9,0,0,0,0,0 +bakerdu01,1985,1,OAK,AL,111,343,48,92,15,1,14,52,2,1,50,47,0,0,0,3,12 +balbost01,1985,1,KCA,AL,160,600,74,146,28,2,36,88,1,1,52,166,4,5,0,5,14 +balleja01,1985,1,CHN,NL,20,8,0,0,0,0,0,0,0,0,0,6,0,0,1,0,0 +bandoch01,1985,1,CLE,AL,73,173,11,24,4,1,0,13,0,1,22,21,0,0,2,2,6 +bannial01,1985,1,TEX,AL,57,122,17,32,4,1,1,6,8,2,14,17,0,0,1,0,1 +bannifl01,1985,1,CHA,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barfije01,1985,1,TOR,AL,155,539,94,156,34,9,27,84,22,8,66,143,5,4,0,3,14 +barkele01,1985,1,ATL,NL,20,17,0,0,0,0,0,0,0,1,0,7,0,0,0,0,0 +barklje01,1985,1,CLE,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barnesk01,1985,1,MON,NL,19,26,0,4,1,0,0,0,0,1,0,2,0,0,0,0,1 +barojsa01,1985,1,SEA,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barrema02,1985,1,BOS,AL,156,534,59,142,26,0,5,56,7,5,56,50,3,2,12,4,14 +basske01,1985,1,HOU,NL,150,539,72,145,27,5,16,68,19,8,31,63,1,6,4,2,10 +baylodo01,1985,1,NYA,AL,142,477,70,110,24,1,23,91,0,4,52,90,6,24,1,10,10 +beanebi01,1985,1,NYN,NL,8,8,0,2,1,0,0,1,0,0,0,3,0,0,0,0,0 +beardda01,1985,1,CHN,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +beattji01,1985,1,SEA,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +beckwjo01,1985,1,KCA,AL,49,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bedrost01,1985,1,ATL,NL,37,64,3,5,0,0,0,1,0,0,1,22,0,0,6,0,0 +behenri01,1985,1,CLE,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bellbu01,1985,1,TEX,AL,84,313,33,74,13,3,4,32,3,2,33,21,1,1,0,4,14 +bellbu01,1985,2,CIN,NL,67,247,28,54,15,2,6,36,0,1,34,27,2,0,1,2,10 +beller01,1985,1,BAL,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bellge02,1985,1,TOR,AL,157,607,87,167,28,6,28,95,21,6,43,90,6,8,0,8,8 +bellira01,1985,1,PIT,NL,17,20,1,4,0,0,0,1,0,0,0,5,0,0,0,0,0 +benedbr01,1985,1,ATL,NL,70,208,12,42,6,0,0,20,0,1,22,12,1,1,4,2,8 +beniqju01,1985,1,CAL,AL,132,411,54,125,13,5,8,42,4,3,34,46,3,5,9,1,16 +bentobu01,1985,1,CLE,AL,31,67,5,12,4,0,0,7,0,0,3,9,2,0,1,2,1 +berenbr01,1985,1,NYN,NL,3,4,1,1,1,0,0,1,0,0,0,2,0,0,2,0,0 +berenju01,1985,1,DET,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bergmda01,1985,1,DET,AL,69,140,8,25,2,0,3,7,0,0,14,15,0,0,1,2,6 +bernato01,1985,1,CLE,AL,153,500,73,137,26,3,11,59,17,9,69,72,2,1,5,4,11 +berrada01,1985,1,NYA,AL,48,109,8,25,5,1,1,8,1,1,7,20,0,0,2,0,2 +bestka01,1985,1,SEA,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bevacku01,1985,1,SDN,NL,71,138,17,33,6,0,3,25,0,0,25,17,5,0,1,3,3 +biancbu01,1985,1,KCA,AL,81,138,21,26,5,1,1,6,1,4,17,34,0,0,5,0,1 +bielemi01,1985,1,PIT,NL,13,10,1,0,0,0,0,0,0,0,1,5,0,0,1,0,0 +bilarda01,1985,1,CIN,NL,42,102,6,17,0,0,1,9,0,0,4,15,1,1,1,0,5 +birtsti01,1985,1,OAK,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +blackbu02,1985,1,KCA,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +blockte01,1985,1,NYN,NL,18,15,1,1,0,0,0,0,0,0,1,2,0,0,0,0,0 +bluevi01,1985,1,SFN,NL,33,30,0,4,1,0,0,0,0,0,3,12,0,0,8,0,0 +blylebe01,1985,1,CLE,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +blylebe01,1985,2,MIN,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bochtbr01,1985,1,OAK,AL,137,424,48,125,17,1,14,60,3,1,49,58,6,0,0,1,14 +bochybr01,1985,1,SDN,NL,48,112,16,30,2,0,6,13,0,0,6,30,1,0,2,0,1 +boddimi01,1985,1,BAL,AL,34,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +boevejo01,1985,1,SLN,NL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +boggsto01,1985,1,TEX,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +boggswa01,1985,1,BOS,AL,161,653,107,240,42,3,8,78,2,1,96,61,5,4,3,2,20 +bonilju01,1985,1,NYA,AL,8,16,0,2,1,0,0,2,0,0,0,3,0,0,0,0,0 +bonneba01,1985,1,SEA,AL,48,111,9,27,8,0,1,10,1,2,6,19,1,0,0,0,1 +bookegr01,1985,1,SDN,NL,17,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +boonebo01,1985,1,CAL,AL,150,460,37,114,17,0,5,55,1,2,37,35,2,3,16,4,12 +bordiri01,1985,1,NYA,AL,51,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bosleth01,1985,1,CHN,NL,108,180,25,59,6,3,7,27,5,1,20,29,1,0,0,2,3 +bostoda01,1985,1,CHA,AL,95,232,20,53,13,1,3,15,8,6,14,44,1,0,1,1,3 +botelde01,1985,1,CHN,NL,11,14,2,2,0,0,0,0,0,0,1,5,0,0,0,0,0 +bowala01,1985,1,CHN,NL,72,195,13,48,6,4,0,13,5,1,11,20,2,0,5,1,3 +bowala01,1985,2,NYN,NL,14,19,2,2,1,0,0,2,0,0,2,2,0,0,1,0,0 +boydoi01,1985,1,BOS,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bradlph01,1985,1,SEA,AL,159,641,100,192,33,8,26,88,22,9,55,129,4,12,4,2,14 +bradlsc01,1985,1,NYA,AL,19,49,4,8,2,1,0,1,0,0,1,5,0,1,0,0,2 +braunst01,1985,1,SLN,NL,64,67,7,16,4,0,1,6,0,0,10,9,1,1,0,1,0 +breamsi01,1985,1,LAN,NL,24,53,4,7,0,0,3,6,0,0,7,10,3,0,2,1,0 +breamsi01,1985,2,PIT,NL,26,95,14,27,7,0,3,15,0,2,11,14,2,0,1,1,4 +brenlbo01,1985,1,SFN,NL,133,440,41,97,16,1,19,56,1,4,57,62,5,2,4,2,6 +brennto01,1985,1,LAN,NL,12,8,0,1,0,0,0,0,0,0,0,1,0,0,1,0,0 +brettge01,1985,1,KCA,AL,155,550,108,184,38,5,30,112,9,1,103,49,31,3,0,9,12 +brockgr01,1985,1,LAN,NL,129,438,64,110,19,0,21,66,4,2,54,72,4,0,2,2,9 +brookhu01,1985,1,MON,NL,156,605,67,163,34,7,13,100,6,9,34,79,6,5,0,8,20 +brookto01,1985,1,DET,AL,156,485,54,115,34,6,7,47,14,5,27,78,0,0,9,1,8 +brouhma01,1985,1,ML4,AL,37,108,11,28,7,2,1,13,0,0,5,26,1,1,1,0,2 +brownbo04,1985,1,SDN,NL,79,84,8,13,3,0,0,6,6,4,5,20,0,0,1,1,2 +brownch02,1985,1,SFN,NL,131,432,50,117,20,3,16,61,2,3,38,78,4,11,1,0,19 +brownma02,1985,1,MIN,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brownmi01,1985,1,BOS,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brownmi02,1985,1,CAL,AL,60,153,23,41,9,1,4,20,0,1,7,21,0,1,3,0,9 +brownmi02,1985,2,PIT,NL,57,205,29,68,18,2,5,33,2,2,22,27,4,0,3,3,7 +brownto05,1985,1,CIN,NL,39,88,4,17,2,1,0,2,0,0,4,29,0,0,9,0,2 +brummgl01,1985,1,TEX,AL,49,108,7,30,4,0,0,5,1,5,11,22,1,2,0,0,2 +brunato01,1985,1,MIN,AL,157,567,71,137,28,4,27,90,5,3,71,86,7,0,0,13,12 +brusswa01,1985,1,CHN,NL,51,7,0,1,0,0,0,0,0,0,1,5,0,0,0,0,0 +bryanra01,1985,1,LAN,NL,6,6,0,2,0,0,0,1,0,0,0,2,0,0,0,0,0 +buchabo01,1985,1,CIN,NL,14,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bucknbi01,1985,1,BOS,AL,162,673,89,201,46,3,16,110,18,4,30,36,5,2,2,11,16 +buechst01,1985,1,TEX,AL,69,219,22,48,6,3,6,21,3,2,14,38,2,2,0,1,11 +bulloer01,1985,1,HOU,NL,18,25,3,7,2,0,0,2,0,1,1,3,0,0,0,0,0 +bumbral01,1985,1,SDN,NL,68,95,6,19,3,0,1,10,2,0,7,9,0,0,1,0,4 +burketi01,1985,1,MON,NL,78,10,0,1,0,0,0,0,0,0,1,5,0,0,0,0,0 +burnsbr01,1985,1,CHA,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +burrira01,1985,1,ML4,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +burroje01,1985,1,TOR,AL,86,191,19,49,9,3,6,28,0,1,34,36,1,0,0,2,7 +burttde01,1985,1,MIN,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bushra01,1985,1,MIN,AL,97,234,26,56,13,3,10,35,3,0,24,30,1,5,0,2,3 +butchjo01,1985,1,MIN,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +butersa01,1985,1,MON,NL,67,120,11,24,1,0,3,12,0,0,13,12,1,1,3,1,1 +butlebr01,1985,1,CLE,AL,152,591,106,184,28,14,5,50,47,20,63,42,2,1,8,3,8 +bystrma01,1985,1,NYA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cabelen01,1985,1,HOU,NL,60,143,20,35,8,1,2,14,3,1,16,15,0,0,0,0,5 +cabelen01,1985,2,LAN,NL,57,192,20,56,11,0,0,22,6,2,14,21,1,0,2,0,0 +caldeiv01,1985,1,SEA,AL,67,210,37,60,16,4,8,28,4,2,19,45,1,2,1,1,10 +calhoje01,1985,1,HOU,NL,44,5,0,0,0,0,0,1,0,0,1,2,0,0,0,1,0 +camacer01,1985,1,CLE,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +campbbi02,1985,1,SLN,NL,50,6,2,2,0,0,0,1,0,1,3,2,0,0,0,0,0 +campri01,1985,1,ATL,NL,66,13,1,3,0,0,1,2,0,0,1,5,0,0,1,0,0 +candejo01,1985,1,PIT,NL,37,1,0,0,0,0,0,0,0,0,0,1,0,0,2,0,0 +candejo01,1985,2,CAL,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cangejo01,1985,1,CHA,AL,5,2,2,0,0,0,0,0,0,0,0,1,0,1,1,0,0 +cansejo01,1985,1,OAK,AL,29,96,16,29,3,0,5,13,1,1,4,31,0,0,0,0,1 +caprani01,1985,1,TEX,AL,8,8,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +carewro01,1985,1,CAL,AL,127,443,69,124,17,3,2,39,5,5,64,47,9,1,9,1,8 +carltst01,1985,1,PHI,NL,16,28,2,5,1,0,0,3,0,0,1,8,0,0,1,1,1 +carmado01,1985,1,PHI,NL,71,3,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +cartega01,1985,1,NYN,NL,149,555,83,156,17,1,32,100,1,1,69,46,16,6,0,3,18 +cartejo01,1985,1,CLE,AL,143,489,64,128,27,0,15,59,24,6,25,74,2,2,3,4,9 +carych01,1985,1,DET,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +castibo01,1985,1,LAN,NL,36,10,0,1,0,0,0,0,0,0,1,4,0,0,2,0,0 +castica01,1985,1,CLE,AL,67,184,27,45,5,1,11,25,3,0,11,40,0,3,0,0,6 +castima02,1985,1,DET,AL,57,84,4,10,2,0,2,5,0,2,2,19,0,0,0,1,1 +caudibi01,1985,1,TOR,AL,67,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cedence01,1985,1,CIN,NL,83,220,24,53,12,0,3,30,9,5,19,35,1,3,1,2,5 +cedence01,1985,2,SLN,NL,28,76,14,33,4,1,6,19,5,1,5,7,2,0,0,1,2 +ceronri01,1985,1,ATL,NL,96,282,15,61,9,0,3,25,0,3,29,25,1,1,0,4,15 +cerutjo01,1985,1,TOR,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ceyro01,1985,1,CHN,NL,145,500,64,116,18,2,22,63,1,1,58,106,9,4,0,2,10 +chambal01,1985,1,SEA,AL,4,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +chambch01,1985,1,ATL,NL,101,170,16,40,7,0,3,21,0,0,18,22,4,0,0,1,5 +chapmke01,1985,1,NYN,NL,62,144,16,25,3,0,0,7,5,4,9,15,0,2,3,1,2 +childro01,1985,1,PHI,NL,16,6,0,1,0,0,0,0,0,0,0,2,0,0,2,0,0 +chrisjo02,1985,1,NYN,NL,51,113,10,21,4,1,3,13,1,2,19,23,1,0,1,0,3 +clancji01,1985,1,TOR,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clarkbo04,1985,1,ML4,AL,29,93,6,21,3,0,0,8,1,1,7,19,0,0,0,1,3 +clarkbr01,1985,1,CLE,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clarkja01,1985,1,SLN,NL,126,442,71,124,26,3,22,87,1,4,83,88,14,2,0,5,10 +clarkst02,1985,1,TOR,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clearma01,1985,1,BOS,AL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clemepa01,1985,1,CAL,AL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clemepa01,1985,2,PIT,NL,27,3,0,1,0,0,0,0,0,0,0,2,0,0,1,0,0 +clemero02,1985,1,BOS,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clibust02,1985,1,CAL,AL,44,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cocanja01,1985,1,ML4,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +codirch01,1985,1,OAK,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +colemvi01,1985,1,SLN,NL,151,636,107,170,20,10,1,40,110,25,50,115,1,0,5,1,3 +colesda01,1985,1,SEA,AL,27,59,8,14,4,0,1,5,0,1,9,17,0,1,0,2,0 +collida02,1985,1,OAK,AL,112,379,52,95,16,4,4,29,29,8,29,37,2,1,5,4,6 +conceda01,1985,1,CIN,NL,155,560,59,141,19,2,7,48,16,12,50,67,3,3,3,4,23 +conceon01,1985,1,KCA,AL,131,314,32,64,5,1,2,20,4,4,16,29,0,6,12,1,8 +connafr02,1985,1,BAL,AL,50,112,16,26,4,0,3,15,0,0,19,21,0,1,2,1,1 +conroti01,1985,1,OAK,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cookgl01,1985,1,TEX,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +coopece01,1985,1,ML4,AL,154,631,82,185,39,8,16,99,10,3,30,77,3,2,1,10,24 +coopedo01,1985,1,NYA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +corbedo01,1985,1,CAL,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +corcoti01,1985,1,PHI,NL,103,182,11,39,6,1,0,22,0,0,29,20,4,0,1,7,6 +correed01,1985,1,CHA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cottohe01,1985,1,NYA,AL,34,56,4,17,1,0,1,6,1,1,3,12,0,0,1,0,1 +cowenal01,1985,1,SEA,AL,122,452,59,120,32,5,14,69,0,0,30,56,3,1,0,4,23 +cowlejo01,1985,1,NYA,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +coxda01,1985,1,SLN,NL,35,79,3,12,1,0,0,6,0,0,4,24,0,1,8,1,1 +crawfst01,1985,1,BOS,AL,44,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +creelke01,1985,1,CLE,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cruzjo01,1985,1,HOU,NL,141,544,69,163,34,4,9,79,16,5,43,74,10,0,0,3,11 +cruzju01,1985,1,CHA,AL,91,234,28,46,2,3,0,15,8,5,32,40,0,2,1,1,6 +darliro01,1985,1,NYN,NL,42,76,9,13,4,0,0,0,1,0,4,25,0,0,13,0,0 +darwida01,1985,1,ML4,AL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dauerri01,1985,1,BAL,AL,85,208,25,42,7,0,2,14,0,1,20,7,0,1,5,0,9 +daultda01,1985,1,PHI,NL,36,103,14,21,3,1,4,11,3,0,16,37,0,0,0,0,1 +davisal01,1985,1,SEA,AL,155,578,78,166,33,1,18,78,1,2,90,71,7,2,0,7,14 +davisch01,1985,1,SFN,NL,136,481,53,130,25,2,13,56,15,7,62,74,12,0,1,7,16 +daviser01,1985,1,CIN,NL,56,122,26,30,3,3,8,18,16,3,7,39,0,0,2,0,1 +davisge03,1985,1,SDN,NL,44,58,10,17,3,1,0,2,0,0,5,7,0,0,1,0,2 +davisgl01,1985,1,HOU,NL,100,350,51,95,11,0,20,64,0,0,27,68,6,7,2,4,12 +davisjo02,1985,1,CHN,NL,142,482,47,112,30,0,17,58,1,0,48,83,5,0,2,4,14 +davisjo03,1985,1,CHA,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +davisma01,1985,1,SFN,NL,77,12,0,3,0,1,0,0,0,1,0,5,0,0,4,0,0 +davismi02,1985,1,OAK,AL,154,547,92,157,34,1,24,82,24,10,50,99,8,2,3,2,10 +davisro02,1985,1,MIN,AL,57,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +davisst02,1985,1,BAL,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +davisst03,1985,1,TOR,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +davistr01,1985,1,PIT,NL,2,7,1,1,0,0,0,0,1,0,0,0,0,0,0,0,1 +dawlebi01,1985,1,HOU,NL,49,10,1,2,0,0,0,0,0,0,1,3,0,0,0,0,0 +dawsoan01,1985,1,MON,NL,139,529,65,135,27,2,23,91,13,4,29,92,8,4,1,7,12 +dayetbr01,1985,1,CHN,NL,22,26,1,6,0,0,1,4,0,0,0,6,0,1,0,0,1 +dayleke01,1985,1,SLN,NL,57,5,0,2,0,0,0,0,0,0,0,1,0,0,0,0,0 +decindo01,1985,1,CAL,AL,120,427,50,104,22,1,20,78,1,4,47,71,11,2,5,7,17 +dedmoje01,1985,1,ATL,NL,60,9,0,1,0,0,0,1,0,0,1,3,0,0,1,0,0 +deerro01,1985,1,SFN,NL,78,162,22,30,5,1,8,20,0,1,23,71,0,0,0,2,0 +dejesiv01,1985,1,SLN,NL,59,72,11,16,5,0,0,7,2,2,4,16,0,0,1,1,0 +deleojo01,1985,1,PIT,NL,31,36,1,2,0,0,0,0,0,0,3,19,0,0,7,0,0 +deleolu01,1985,1,SDN,NL,29,5,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +dempsri01,1985,1,BAL,AL,132,362,54,92,19,0,12,52,0,1,50,87,0,1,5,2,2 +dennyjo01,1985,1,PHI,NL,33,81,2,10,1,0,0,4,2,0,4,19,0,0,3,0,0 +dernibo01,1985,1,CHN,NL,121,469,63,119,20,3,1,21,31,8,40,44,1,3,7,2,7 +desajo01,1985,1,CHA,AL,28,44,5,8,2,0,2,7,0,0,3,6,1,0,1,0,0 +deshaji01,1985,1,HOU,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +diazbo01,1985,1,PHI,NL,26,76,9,16,5,1,2,16,0,0,6,7,0,0,0,0,5 +diazbo01,1985,2,CIN,NL,51,161,12,42,8,0,3,15,0,0,15,18,0,1,2,2,6 +diazca01,1985,1,LAN,NL,46,4,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +dilonmi01,1985,1,MON,NL,51,84,10,16,0,2,0,6,7,3,6,11,0,0,0,1,4 +dilonmi01,1985,2,SDN,NL,27,46,8,10,0,1,0,1,10,3,4,8,0,0,0,0,0 +dipinfr01,1985,1,HOU,NL,54,12,1,2,0,0,0,1,0,0,0,7,0,0,0,0,0 +dixonke01,1985,1,BAL,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dopsojo01,1985,1,MON,NL,4,4,0,0,0,0,0,0,0,0,2,3,0,0,0,0,0 +doranbi02,1985,1,HOU,NL,148,578,84,166,31,6,14,59,23,15,71,69,6,0,3,5,10 +dorseji01,1985,1,BOS,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dotsori01,1985,1,CHA,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +downibr01,1985,1,CAL,AL,150,520,80,137,23,1,20,85,5,3,78,61,3,13,5,4,12 +draveda01,1985,1,SDN,NL,34,69,5,8,1,1,0,1,0,0,4,20,0,0,6,0,0 +driesda01,1985,1,MON,NL,91,312,31,78,18,0,6,25,2,2,33,29,9,2,1,2,8 +driesda01,1985,2,SFN,NL,54,181,22,42,8,0,3,22,0,0,17,22,3,1,0,3,2 +dunbato01,1985,1,TEX,AL,45,104,7,21,4,0,1,5,0,3,12,9,3,1,0,0,5 +duncama01,1985,1,LAN,NL,142,562,74,137,24,6,6,39,38,8,38,113,4,3,13,4,9 +dunstsh01,1985,1,CHN,NL,74,250,40,65,12,4,4,18,11,3,19,42,3,0,1,2,3 +durhale01,1985,1,CHN,NL,153,542,58,153,32,2,21,75,7,6,64,99,24,0,0,1,5 +dwyerji01,1985,1,BAL,AL,101,233,35,58,8,3,7,36,0,3,37,31,2,1,2,1,5 +dybzije01,1985,1,PIT,NL,5,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dykstle01,1985,1,NYN,NL,83,236,40,60,9,3,1,19,15,2,30,24,0,1,4,2,4 +easlemi01,1985,1,BOS,AL,155,568,71,149,29,4,16,74,0,1,53,129,1,3,0,7,15 +easteja01,1985,1,CLE,AL,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +eckerde01,1985,1,CHN,NL,26,56,1,7,0,0,1,1,0,0,7,25,0,0,2,0,0 +engelst01,1985,1,CHN,NL,11,16,1,3,0,0,1,4,0,0,3,7,0,0,0,0,0 +engleda01,1985,1,MIN,AL,70,172,28,44,8,2,7,25,2,2,21,28,1,0,0,2,3 +esaskni01,1985,1,CIN,NL,125,413,61,108,21,0,21,66,3,4,41,102,3,4,3,3,9 +espinal01,1985,1,MIN,AL,32,57,5,15,2,0,0,9,0,1,1,9,0,1,3,0,2 +espinju01,1985,1,NYA,AL,9,11,0,4,0,0,0,0,0,0,0,0,0,0,0,0,0 +eufemfr01,1985,1,MIN,AL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +evansda01,1985,1,DET,AL,151,505,81,125,17,0,40,94,0,4,85,85,12,1,1,2,5 +evansdw01,1985,1,BOS,AL,159,617,110,162,29,1,29,78,7,2,114,105,4,5,1,7,16 +fallobo01,1985,1,CHA,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +farrst01,1985,1,KCA,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +feldemi01,1985,1,ML4,AL,15,56,8,11,1,0,0,0,4,1,5,6,0,0,1,0,2 +fernasi01,1985,1,NYN,NL,26,52,2,11,0,1,0,1,0,0,0,26,0,0,7,0,1 +fernato01,1985,1,TOR,AL,161,564,71,163,31,10,2,51,13,6,43,41,2,2,7,2,12 +ferreto01,1985,1,KCA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fieldce01,1985,1,TOR,AL,30,74,6,23,4,0,4,16,0,0,6,16,0,0,0,1,2 +filerto01,1985,1,TOR,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +filsope01,1985,1,MIN,AL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fingero01,1985,1,ML4,AL,47,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fireost01,1985,1,CHA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fischmi01,1985,1,CLE,AL,73,60,12,12,4,1,0,2,0,1,5,7,0,0,4,0,0 +fishebr01,1985,1,NYA,AL,55,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fiskca01,1985,1,CHA,AL,153,543,85,129,23,1,37,107,17,9,52,81,12,17,2,6,9 +fitzgmi02,1985,1,MON,NL,108,295,25,61,7,1,5,34,5,3,38,55,12,2,1,5,8 +flanami01,1985,1,BAL,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +flannti01,1985,1,SDN,NL,126,384,50,108,14,3,1,40,2,5,58,39,1,9,3,2,4 +fletcsc01,1985,1,CHA,AL,119,301,38,77,8,1,2,31,5,5,35,47,0,0,11,1,9 +flynndo01,1985,1,MON,NL,9,6,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +flynndo01,1985,2,DET,AL,32,51,2,13,2,1,0,2,0,0,0,3,0,0,3,1,1 +foleyto02,1985,1,CIN,NL,43,92,7,18,5,1,0,6,1,0,6,16,1,0,0,0,0 +foleyto02,1985,2,PHI,NL,46,158,17,42,8,0,3,17,1,3,13,18,7,0,0,0,2 +foliti01,1985,1,PIT,NL,19,37,1,7,0,0,0,2,0,0,4,2,1,0,0,0,4 +fontera01,1985,1,CHN,NL,38,41,2,2,0,0,0,0,0,0,0,18,0,0,4,0,1 +fordcu01,1985,1,SLN,NL,11,12,2,6,2,0,0,3,1,0,4,1,0,0,0,0,0 +fordda01,1985,1,BAL,AL,28,75,4,14,2,0,1,1,0,1,7,17,0,0,0,0,3 +forscbo01,1985,1,SLN,NL,34,45,3,11,2,1,1,4,0,0,0,10,0,0,2,0,0 +forstte01,1985,1,ATL,NL,46,4,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +fostege01,1985,1,NYN,NL,129,452,57,119,24,1,21,77,0,1,46,87,5,2,0,4,8 +fowlkal01,1985,1,CAL,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +francjo01,1985,1,CIN,NL,67,6,1,2,0,0,0,1,0,0,0,0,0,0,2,0,0 +francju01,1985,1,CLE,AL,160,636,97,183,33,4,6,90,13,9,54,74,2,4,0,9,26 +francte01,1985,1,MON,NL,107,281,19,75,15,1,2,31,5,5,12,12,4,1,2,0,1 +frazige01,1985,1,CHN,NL,51,6,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +frobedo01,1985,1,PIT,NL,53,109,14,22,5,0,0,7,4,3,19,24,5,0,2,0,2 +frobedo01,1985,2,MON,NL,12,23,3,3,1,0,1,4,0,0,2,6,0,0,1,0,2 +fundema01,1985,1,MIN,AL,23,70,7,22,7,1,2,13,0,1,5,12,0,0,0,2,4 +gaettga01,1985,1,MIN,AL,160,560,71,138,31,0,20,63,13,5,37,89,3,7,3,1,15 +gagnegr01,1985,1,MIN,AL,114,293,37,66,15,3,2,23,10,4,20,57,0,3,3,3,5 +gainety01,1985,1,HOU,NL,13,37,5,6,0,0,0,0,0,0,2,9,0,2,1,0,0 +galaran01,1985,1,MON,NL,24,75,9,14,1,0,2,4,1,2,3,18,0,1,0,0,0 +gallemi01,1985,1,OAK,AL,76,77,13,16,5,1,1,9,1,1,12,14,0,1,2,1,2 +gamblos01,1985,1,CHA,AL,70,148,20,30,5,0,4,20,0,0,34,22,3,1,0,1,1 +gantnji01,1985,1,ML4,AL,143,523,63,133,15,4,5,44,11,8,33,42,7,3,10,4,13 +garbeba01,1985,1,DET,AL,86,237,27,61,9,1,6,29,3,2,15,37,1,3,0,4,7 +garbege01,1985,1,ATL,NL,59,5,1,1,0,0,0,1,0,0,0,1,0,0,1,0,0 +garcida01,1985,1,TOR,AL,146,600,70,169,25,4,8,65,28,15,15,41,2,4,5,3,13 +garciki01,1985,1,PHI,NL,4,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +gardero01,1985,1,NYN,NL,26,39,5,7,2,1,0,2,0,0,8,11,0,0,2,0,2 +gardnwe01,1985,1,NYN,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +garneph01,1985,1,HOU,NL,135,463,65,124,23,10,6,51,4,4,34,72,3,2,1,5,12 +garresc01,1985,1,SFN,NL,74,9,1,2,1,0,0,2,0,0,1,4,0,0,0,0,0 +garvest01,1985,1,SDN,NL,162,654,80,184,34,6,17,81,0,0,35,67,7,3,1,6,25 +gedmari01,1985,1,BOS,AL,144,498,66,147,30,5,18,80,2,0,50,79,11,3,3,2,12 +geiseda01,1985,1,SEA,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gerbecr01,1985,1,CAL,AL,65,91,8,24,1,2,0,6,0,3,2,3,0,0,3,1,2 +gibsobo02,1985,1,ML4,AL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gibsoki01,1985,1,DET,AL,154,581,96,167,37,5,29,97,30,4,71,137,16,5,3,10,5 +gilbema01,1985,1,CHA,AL,7,22,3,6,1,0,0,3,0,0,4,5,0,0,0,0,1 +gilesbr01,1985,1,ML4,AL,34,58,6,10,1,0,1,1,2,1,7,16,0,0,0,0,1 +gladdda01,1985,1,SFN,NL,142,502,64,122,15,8,7,41,32,15,40,78,1,7,10,2,10 +gleatje01,1985,1,CHA,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +glynned01,1985,1,MON,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gonzade01,1985,1,PIT,NL,35,124,11,28,4,0,4,12,2,4,13,27,2,0,1,0,1 +gonzajo02,1985,1,LAN,NL,23,11,6,3,2,0,0,0,1,1,1,3,0,0,0,0,1 +goodedw01,1985,1,NYN,NL,35,93,11,21,2,0,1,9,0,0,5,15,0,0,9,0,1 +gormato03,1985,1,NYN,NL,34,5,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +gossari01,1985,1,SDN,NL,50,11,1,0,0,0,0,0,0,0,2,5,0,0,0,0,0 +gottji01,1985,1,SFN,NL,26,51,6,10,2,0,3,3,0,1,1,30,0,0,4,0,0 +graperi01,1985,1,MON,NL,5,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +greenda03,1985,1,SFN,NL,106,294,36,73,10,2,5,20,6,5,22,58,3,1,2,2,12 +greenmi01,1985,1,BOS,AL,17,31,7,10,1,0,4,8,1,0,3,4,1,0,0,0,0 +grichbo01,1985,1,CAL,AL,144,479,74,116,17,3,13,53,3,5,81,77,3,3,8,0,18 +griffal01,1985,1,OAK,AL,162,614,75,166,18,7,2,64,24,9,20,50,1,0,5,7,6 +griffke01,1985,1,NYA,AL,127,438,68,120,28,4,10,69,7,7,41,51,4,0,0,8,2 +grossgr01,1985,1,PHI,NL,93,169,21,44,5,2,0,14,1,0,32,9,1,0,2,2,5 +grosske01,1985,1,PHI,NL,39,65,1,9,2,0,1,6,0,0,2,23,0,0,8,0,1 +grosswa01,1985,1,BAL,AL,103,217,31,51,8,0,11,18,1,1,46,48,0,0,1,0,3 +grubbjo01,1985,1,DET,AL,78,155,19,38,7,1,5,25,0,1,24,25,0,1,0,4,5 +grubeke01,1985,1,TOR,AL,5,13,0,3,0,0,0,1,0,0,0,3,0,0,0,0,0 +guantce01,1985,1,PIT,NL,63,17,0,1,0,0,0,0,0,0,0,12,0,0,0,0,0 +gubicma01,1985,1,KCA,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guerrpe01,1985,1,LAN,NL,137,487,99,156,22,2,33,87,12,4,83,68,14,6,0,5,13 +guidrro01,1985,1,NYA,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guilloz01,1985,1,CHA,AL,150,491,71,134,21,9,1,33,7,4,12,36,1,1,8,1,5 +gullibi01,1985,1,MON,NL,29,64,2,12,4,0,0,6,0,0,0,17,0,0,4,0,1 +gumpeda01,1985,1,CHN,NL,9,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +gurala01,1985,1,KCA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gurala01,1985,2,CHN,NL,5,6,0,0,0,0,0,0,0,0,1,4,0,0,0,0,0 +gutieja01,1985,1,BOS,AL,103,275,33,60,5,2,2,21,10,2,12,37,0,0,9,1,9 +guzmajo01,1985,1,TEX,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gwynnto01,1985,1,SDN,NL,154,622,90,197,29,5,6,46,14,11,45,33,4,2,1,1,17 +haasmo01,1985,1,ML4,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +habyajo01,1985,1,BAL,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hairsje01,1985,1,CHA,AL,95,140,9,34,8,0,2,20,0,0,29,18,3,2,0,4,3 +hallal02,1985,1,ATL,NL,54,47,5,7,0,1,0,3,1,1,9,12,1,0,1,0,3 +hallme01,1985,1,CLE,AL,23,66,7,21,6,0,0,12,0,1,8,12,0,0,0,1,2 +hammaat01,1985,1,SFN,NL,29,47,0,4,0,0,0,0,0,0,0,17,0,0,6,0,0 +hargrmi01,1985,1,CLE,AL,107,284,31,81,14,1,1,27,1,0,39,29,2,0,2,1,8 +harpebr01,1985,1,SLN,NL,43,52,5,13,4,0,0,8,0,0,2,3,0,0,0,1,2 +harpete01,1985,1,ATL,NL,138,492,58,130,15,2,17,72,9,9,44,76,4,3,1,2,13 +harrato01,1985,1,TEX,AL,126,396,65,107,18,1,9,44,11,4,113,60,2,4,2,6,4 +harrigr01,1985,1,TEX,AL,58,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hassero01,1985,1,NYA,AL,92,267,31,79,16,1,13,42,0,0,28,21,4,3,0,0,7 +hasslan01,1985,1,SLN,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hatchbi01,1985,1,CHN,NL,53,163,24,40,12,1,2,10,2,4,8,12,0,3,2,2,9 +hatchmi01,1985,1,MIN,AL,116,444,46,125,28,0,3,49,0,0,16,23,1,2,3,2,15 +havenbr01,1985,1,BAL,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hawkian01,1985,1,SDN,NL,33,77,1,6,0,0,0,3,0,0,3,16,0,0,13,0,1 +hayesvo01,1985,1,PHI,NL,152,570,76,150,30,4,13,70,21,8,61,99,6,0,2,4,6 +hearrje01,1985,1,TOR,AL,4,7,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +heathje02,1985,1,HOU,NL,14,16,1,1,0,0,0,0,0,0,4,11,0,0,0,0,0 +heathmi02,1985,1,OAK,AL,138,436,71,109,18,6,13,55,7,7,41,63,0,1,10,4,13 +heatone01,1985,1,CLE,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hebneri01,1985,1,CHN,NL,83,120,10,26,2,0,3,22,0,1,7,15,1,1,0,0,2 +heepda01,1985,1,NYN,NL,95,271,26,76,17,0,7,42,2,2,27,27,1,1,0,6,12 +hegmabo01,1985,1,KCA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hendeda01,1985,1,SEA,AL,139,502,70,121,28,2,14,68,6,1,48,104,2,3,1,2,11 +henderi01,1985,1,NYA,AL,143,547,146,172,28,5,24,72,80,10,99,65,1,3,0,5,8 +hendest01,1985,1,OAK,AL,85,193,25,58,8,3,3,31,0,0,18,34,0,0,1,1,10 +hendrge01,1985,1,PIT,NL,69,256,23,59,15,0,2,25,1,0,18,42,1,0,0,3,11 +hendrge01,1985,2,CAL,AL,16,41,5,5,1,0,2,6,0,0,4,8,1,0,0,1,4 +henketo01,1985,1,TOR,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +henrydw01,1985,1,TEX,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hernake01,1985,1,NYN,NL,158,593,87,183,34,4,10,91,3,3,77,59,15,2,0,10,14 +hernale01,1985,1,BAL,AL,12,21,0,1,0,0,0,0,0,0,0,4,0,0,0,0,2 +hernawi01,1985,1,DET,AL,74,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +herndla01,1985,1,DET,AL,137,442,45,108,12,7,12,37,2,1,33,79,1,1,1,1,9 +herrto01,1985,1,SLN,NL,159,596,97,180,38,3,8,110,31,3,80,55,5,2,5,13,6 +hershor01,1985,1,LAN,NL,37,76,5,15,1,0,0,4,1,0,4,20,0,1,10,0,0 +heskejo01,1985,1,MON,NL,26,44,0,4,0,0,0,1,0,0,4,30,0,0,5,0,1 +higuete01,1985,1,ML4,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hilldo01,1985,1,OAK,AL,123,393,45,112,13,2,3,48,9,4,23,33,2,0,16,4,7 +hillma01,1985,1,CHA,AL,40,75,5,10,2,0,0,4,0,0,12,9,0,0,8,0,2 +hoffmgl01,1985,1,BOS,AL,96,279,40,77,17,2,6,34,2,2,25,40,0,5,9,3,6 +hollaal01,1985,1,PHI,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hollaal01,1985,2,PIT,NL,38,5,1,2,0,1,0,0,0,0,1,2,0,0,1,0,0 +hollaal01,1985,3,CAL,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +holtobr01,1985,1,LAN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +honeyri01,1985,1,LAN,NL,32,38,5,5,1,0,0,1,0,0,3,6,0,0,8,0,1 +hootobu01,1985,1,TEX,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hornebo01,1985,1,ATL,NL,130,483,61,129,25,3,27,89,1,1,50,57,4,1,0,6,18 +hortori01,1985,1,SLN,NL,49,16,1,1,0,0,0,0,0,0,3,5,0,0,2,0,0 +houghch01,1985,1,TEX,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +housepa02,1985,1,ML4,AL,95,299,41,77,15,0,11,34,1,2,27,60,0,1,1,1,5 +howear01,1985,1,SLN,NL,4,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +howelja01,1985,1,OAK,AL,63,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +howelja02,1985,1,CAL,AL,43,137,19,27,4,0,5,18,1,1,16,33,2,0,4,1,1 +howelke01,1985,1,LAN,NL,56,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +howest01,1985,1,LAN,NL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +howest01,1985,2,MIN,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hoytla01,1985,1,SDN,NL,31,64,4,4,0,0,0,2,0,0,1,21,0,0,12,0,1 +hrbekke01,1985,1,MIN,AL,158,593,78,165,31,2,21,93,1,1,67,87,12,2,0,4,12 +hubbagl01,1985,1,ATL,NL,142,439,51,102,21,0,5,39,4,3,56,54,2,4,7,6,11 +hudlere01,1985,1,NYA,AL,20,51,4,8,0,1,0,1,0,1,1,9,0,0,5,0,0 +hudsoch02,1985,1,PHI,NL,38,57,2,8,0,0,0,3,0,0,1,18,0,1,3,0,1 +huffmph01,1985,1,BAL,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +huismma01,1985,1,KCA,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +huletti01,1985,1,CHA,AL,141,395,52,106,19,4,5,37,6,4,30,81,1,4,4,3,8 +humeto01,1985,1,CIN,NL,56,5,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +huntra01,1985,1,SLN,NL,14,19,1,3,0,0,0,1,0,1,0,5,0,0,1,0,0 +huppeda01,1985,1,ML4,AL,15,21,1,1,0,0,0,0,0,0,2,7,0,0,2,0,1 +hurdlcl01,1985,1,NYN,NL,43,82,7,16,4,0,3,7,0,1,13,20,3,1,1,0,1 +hurstbr01,1985,1,BOS,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +iorgda01,1985,1,KCA,AL,64,130,7,29,9,1,1,21,0,1,8,16,2,0,0,0,6 +iorgga01,1985,1,TOR,AL,131,288,33,90,22,1,7,37,3,6,21,26,3,0,2,1,6 +jacksda02,1985,1,KCA,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jacksda03,1985,1,CHN,NL,5,11,0,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +jacksre01,1985,1,CAL,AL,143,460,64,116,27,0,27,85,1,2,78,138,12,1,0,2,16 +jacksro03,1985,1,SDN,NL,22,5,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +jacobbr01,1985,1,CLE,AL,161,606,72,166,26,3,20,87,2,3,48,120,3,0,1,7,17 +jamesbo01,1985,1,CHA,AL,69,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jamesdi01,1985,1,ML4,AL,18,49,5,11,1,0,0,3,0,0,6,6,0,0,0,0,0 +jeffcmi01,1985,1,CLE,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jeffcmi01,1985,2,SFN,NL,19,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +jeltzst01,1985,1,PHI,NL,89,196,17,37,4,1,0,12,1,1,26,55,4,0,5,1,6 +johnscl01,1985,1,TEX,AL,82,296,31,76,17,1,12,56,0,0,31,44,2,3,1,3,3 +johnscl01,1985,2,TOR,AL,24,73,4,20,0,0,1,10,0,0,9,15,0,0,0,1,1 +johnsho01,1985,1,NYN,NL,126,389,38,94,18,4,11,46,6,4,34,78,10,0,1,4,6 +johnsja01,1985,1,LAN,NL,17,15,0,2,1,0,0,2,0,0,1,2,1,0,0,0,2 +johnsjo05,1985,1,ATL,NL,15,23,0,1,1,0,0,2,0,0,3,8,0,0,3,0,0 +johnsro04,1985,1,MON,NL,3,5,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +johnto01,1985,1,CAL,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnto01,1985,2,OAK,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jonesal02,1985,1,CHA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jonesbo02,1985,1,TEX,AL,83,134,14,30,2,0,5,23,1,0,11,30,1,1,0,2,1 +jonesch04,1985,1,HOU,NL,31,25,0,5,0,0,0,1,0,0,3,7,0,0,0,0,0 +jonesly01,1985,1,KCA,AL,110,152,12,32,7,0,0,9,0,1,8,15,0,3,4,2,6 +jonesmi02,1985,1,KCA,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jonesru01,1985,1,CAL,AL,125,389,66,90,17,2,21,67,7,4,57,82,2,0,8,2,5 +jorgemi01,1985,1,SLN,NL,72,112,14,22,6,0,0,11,2,1,31,27,0,1,2,0,3 +juraked01,1985,1,BOS,AL,26,13,4,3,0,0,0,0,0,0,1,3,0,0,0,0,1 +kaiseje01,1985,1,OAK,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kearnbo01,1985,1,SEA,AL,108,305,24,74,14,1,6,27,1,1,11,59,1,4,5,1,7 +keedypa01,1985,1,CAL,AL,3,4,1,2,1,0,1,1,0,1,0,0,0,0,0,0,0 +kempst01,1985,1,PIT,NL,92,236,19,59,13,2,2,21,1,0,25,54,1,0,1,4,5 +kennete02,1985,1,SDN,NL,143,532,54,139,27,1,10,74,0,0,31,102,10,0,0,2,19 +keougma02,1985,1,SLN,NL,4,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1 +kepshku01,1985,1,SLN,NL,32,51,6,6,3,0,0,2,0,0,1,18,0,0,7,1,0 +kerfech01,1985,1,HOU,NL,11,14,0,0,0,0,0,0,0,0,0,9,0,0,2,0,0 +kernji01,1985,1,ML4,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +keyji01,1985,1,TOR,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +khalisa01,1985,1,PIT,NL,95,320,30,76,14,3,2,31,5,2,34,56,8,0,9,4,9 +kiefest01,1985,1,OAK,AL,40,66,8,13,1,1,1,10,0,0,1,18,0,0,2,2,1 +kingmda01,1985,1,OAK,AL,158,592,66,141,16,0,30,91,3,2,62,114,6,2,2,8,17 +kippebo01,1985,1,CAL,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kippebo01,1985,2,PIT,NL,5,8,1,2,0,0,0,0,0,0,0,3,0,0,2,0,0 +kisonbr01,1985,1,BOS,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kittlro01,1985,1,CHA,AL,116,379,51,87,12,0,26,58,1,4,31,92,1,5,0,2,12 +klawito01,1985,1,MIN,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kneppbo01,1985,1,HOU,NL,38,78,5,11,1,0,1,5,0,0,2,38,0,0,8,0,0 +kniceal01,1985,1,CIN,NL,48,158,17,40,9,0,5,26,0,0,16,34,2,1,1,2,6 +kniceal01,1985,2,PHI,NL,7,7,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +knighra01,1985,1,NYN,NL,90,271,22,59,12,0,6,36,1,1,13,32,1,1,0,5,17 +knudsma01,1985,1,HOU,NL,2,2,0,0,0,0,0,0,0,0,1,2,0,0,0,0,0 +kommibr01,1985,1,ATL,NL,106,300,52,68,12,3,4,21,10,8,38,71,1,1,2,2,4 +koosmje01,1985,1,PHI,NL,19,34,1,3,0,0,0,4,0,0,1,9,0,0,1,1,2 +krawcra01,1985,1,PIT,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +krencwa01,1985,1,CIN,NL,90,173,16,47,9,0,4,25,0,0,28,20,4,0,2,2,3 +kruegbi01,1985,1,OAK,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +krukomi01,1985,1,SFN,NL,28,55,2,12,4,0,1,3,1,1,1,15,0,2,8,0,0 +kuipedu01,1985,1,SFN,NL,9,5,0,3,0,0,0,0,0,0,1,0,0,0,2,0,0 +kunkeje01,1985,1,TEX,AL,2,4,1,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +kuntzru01,1985,1,DET,AL,5,5,0,0,0,0,0,0,0,1,2,2,0,0,0,0,0 +lacosmi01,1985,1,KCA,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lacyle01,1985,1,BAL,AL,121,492,69,144,22,4,9,48,10,3,39,95,0,2,1,6,10 +laddpe01,1985,1,ML4,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lagami01,1985,1,DET,AL,9,36,3,6,1,0,2,6,0,0,0,9,0,0,0,0,1 +lahtije01,1985,1,SLN,NL,52,9,0,0,0,0,0,0,0,0,0,5,0,0,0,0,0 +lakest01,1985,1,CHN,NL,58,119,5,18,2,0,1,11,1,0,3,21,1,1,4,1,3 +lampde01,1985,1,TOR,AL,53,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +landrke01,1985,1,LAN,NL,147,482,70,129,26,2,12,50,15,5,33,37,2,1,3,8,9 +landrti01,1985,1,SLN,NL,85,161,21,45,8,2,4,21,1,4,19,30,1,0,1,0,3 +langfri01,1985,1,OAK,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +langsma01,1985,1,SEA,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lansfca01,1985,1,OAK,AL,98,401,51,111,18,2,13,46,2,3,18,27,1,4,4,5,6 +lapoida01,1985,1,SFN,NL,31,60,4,10,1,0,0,6,0,0,6,11,0,0,5,0,0 +laskebi01,1985,1,SFN,NL,19,30,1,4,0,0,0,1,0,0,3,12,0,1,5,0,0 +laskebi01,1985,2,MON,NL,11,7,1,1,0,0,0,1,0,0,0,4,0,0,3,0,0 +lathabi01,1985,1,NYN,NL,7,3,1,1,0,0,0,1,0,0,1,0,0,0,1,0,0 +laudnti01,1985,1,MIN,AL,72,164,16,39,5,0,7,19,0,1,12,45,0,1,4,1,2 +lavalmi01,1985,1,SLN,NL,12,34,2,5,1,0,0,6,0,0,7,3,0,0,0,3,2 +lavelga01,1985,1,TOR,AL,69,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lawleto01,1985,1,SLN,NL,47,58,8,12,3,1,0,8,2,1,5,4,0,0,1,0,0 +lawru01,1985,1,CHA,AL,125,390,62,101,21,6,4,36,29,6,27,40,0,3,6,1,4 +lawva01,1985,1,MON,NL,147,519,75,138,30,6,10,52,6,5,86,96,0,2,8,6,11 +lazorja01,1985,1,SEA,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leachri01,1985,1,TOR,AL,16,35,2,7,0,1,0,1,0,0,3,9,1,0,0,0,0 +leachte01,1985,1,NYN,NL,22,12,1,2,1,0,0,0,0,0,1,8,0,0,1,0,0 +leallu01,1985,1,TOR,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +learyti01,1985,1,ML4,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leema02,1985,1,TOR,AL,64,40,9,8,0,0,0,0,1,4,2,9,0,0,1,0,2 +leepeda01,1985,1,KCA,AL,15,34,1,3,0,0,0,4,0,0,1,3,0,0,0,0,0 +leffecr01,1985,1,SDN,NL,60,4,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +leibrch01,1985,1,KCA,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lemasjo01,1985,1,SFN,NL,12,16,1,0,0,0,0,0,0,0,1,5,0,0,0,0,0 +lemasjo01,1985,2,CLE,AL,11,20,0,3,0,0,0,2,0,1,0,6,0,0,1,0,0 +lemasjo01,1985,3,PIT,NL,22,58,4,9,0,0,1,6,1,0,5,12,2,0,2,0,1 +lemonch01,1985,1,DET,AL,145,517,69,137,28,4,18,68,0,2,45,93,3,10,0,3,5 +leonade01,1985,1,KCA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leonaje01,1985,1,SFN,NL,133,507,49,122,20,3,17,62,11,6,21,107,5,1,1,1,19 +leslebr01,1985,1,ML4,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lewisji01,1985,1,SEA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lezcasi01,1985,1,PIT,NL,72,116,16,24,2,0,3,9,0,0,35,17,3,1,0,1,3 +linarru01,1985,1,CAL,AL,18,43,7,11,2,0,3,11,2,0,2,5,0,0,0,1,1 +littlbr01,1985,1,CHA,AL,73,188,35,47,9,1,2,27,0,1,26,21,0,3,3,3,4 +lollati01,1985,1,CHA,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lollati01,1985,2,BOS,AL,17,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lomando01,1985,1,ML4,AL,24,66,10,14,3,2,0,7,0,0,1,12,0,0,2,1,0 +lombast01,1985,1,MIN,AL,28,54,10,20,4,1,0,6,3,2,6,6,0,0,4,1,0 +longbi01,1985,1,CHA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +longbo01,1985,1,SEA,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lopesda01,1985,1,CHN,NL,99,275,52,78,11,0,11,44,47,4,46,37,1,0,1,3,14 +lopezau01,1985,1,DET,AL,51,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +loucksc01,1985,1,PIT,NL,4,7,1,2,2,0,0,1,0,0,2,2,0,0,0,0,0 +lowenjo01,1985,1,BAL,AL,12,26,0,2,0,0,0,2,0,0,2,3,0,0,0,1,0 +lucasga01,1985,1,MON,NL,49,5,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +lugour01,1985,1,CAL,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lynched01,1985,1,NYN,NL,31,52,1,4,0,0,0,0,0,0,3,30,0,0,9,0,1 +lynnfr01,1985,1,BAL,AL,124,448,59,118,12,1,23,68,7,3,53,100,6,1,0,6,7 +lyonsst01,1985,1,BOS,AL,133,371,52,98,14,3,5,30,12,9,32,64,0,1,2,3,2 +lysanri01,1985,1,MIN,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mackto01,1985,1,CAL,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +maddemi01,1985,1,HOU,NL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +maddoga01,1985,1,PHI,NL,105,218,22,52,8,1,4,23,4,2,13,26,2,1,1,3,4 +madissc01,1985,1,DET,AL,6,11,0,0,0,0,0,1,0,0,2,0,0,0,0,1,0 +madlobi01,1985,1,PIT,NL,110,399,49,100,23,1,10,41,3,3,39,42,2,5,3,3,12 +madlobi01,1985,2,LAN,NL,34,114,20,41,4,0,2,15,7,1,10,11,0,3,0,1,3 +mahlemi01,1985,1,MON,NL,9,16,2,3,0,1,0,0,0,0,0,5,0,0,1,0,0 +mahlemi01,1985,2,DET,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mahleri01,1985,1,ATL,NL,39,90,9,14,1,0,0,8,0,0,3,18,0,0,11,1,2 +maldoca01,1985,1,LAN,NL,121,213,20,48,7,1,5,19,1,1,19,40,4,0,2,1,3 +manniri01,1985,1,ML4,AL,79,216,19,47,9,1,2,18,1,0,14,19,0,0,1,0,2 +manrifr01,1985,1,MON,NL,9,13,5,4,1,1,1,1,0,0,1,3,0,0,0,0,0 +marshmi02,1985,1,LAN,NL,135,518,72,152,27,2,28,95,3,10,37,137,6,3,2,4,8 +martibu01,1985,1,TOR,AL,42,99,11,16,3,0,4,14,0,0,10,12,0,1,0,3,3 +martica01,1985,1,SDN,NL,150,514,64,130,28,1,21,72,0,4,87,82,4,3,2,4,10 +martide01,1985,1,BAL,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +martiti01,1985,1,BAL,AL,49,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +masonmi01,1985,1,TEX,AL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +masonro01,1985,1,SFN,NL,5,11,1,1,0,0,0,0,0,0,0,5,0,1,0,0,1 +matavi01,1985,1,NYA,AL,6,7,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +mathiro01,1985,1,HOU,NL,23,14,0,1,0,0,0,0,0,0,1,6,0,0,2,0,0 +matthga01,1985,1,CHN,NL,97,298,45,70,12,0,13,40,2,0,59,64,2,2,0,3,8 +mattido01,1985,1,NYA,AL,159,652,107,211,48,3,35,145,2,2,56,41,13,2,2,15,15 +matusle01,1985,1,TOR,AL,62,151,23,32,6,2,2,15,2,1,11,24,0,0,0,4,5 +matusle01,1985,2,LAN,NL,43,63,10,14,2,1,3,13,0,1,8,14,2,1,1,3,0 +mazzile01,1985,1,PIT,NL,92,117,20,33,8,0,1,9,4,1,29,17,1,0,1,0,3 +mccarto03,1985,1,BOS,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mccaski01,1985,1,CAL,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mccatst01,1985,1,OAK,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcclubo01,1985,1,ML4,AL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcculla01,1985,1,SDN,NL,21,4,0,0,0,0,0,0,0,0,0,4,0,0,2,0,0 +mcdowod01,1985,1,TEX,AL,111,406,63,97,14,5,18,42,25,7,36,85,2,3,5,2,6 +mcdowro01,1985,1,NYN,NL,62,19,1,3,1,0,0,1,0,0,1,7,0,0,2,0,0 +mcgafan01,1985,1,CIN,NL,15,29,0,1,1,0,0,1,0,0,1,18,0,0,1,0,0 +mcgeewi01,1985,1,SLN,NL,152,612,114,216,26,18,10,82,56,16,34,86,2,0,1,5,3 +mcgresc01,1985,1,BAL,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcmurcr01,1985,1,ATL,NL,17,14,0,1,0,0,0,0,0,0,0,7,0,0,1,0,1 +mcraeha01,1985,1,KCA,AL,112,320,41,83,19,0,14,70,0,1,44,45,3,1,2,2,12 +mcreyke01,1985,1,SDN,NL,152,564,61,132,24,4,15,75,4,0,43,81,6,3,2,4,17 +mcwilla01,1985,1,PIT,NL,32,40,2,5,1,0,0,2,0,0,1,19,0,0,4,0,1 +meachbo01,1985,1,NYA,AL,156,481,70,105,16,2,1,47,25,7,54,102,1,5,23,3,7 +meierda01,1985,1,MIN,AL,71,104,15,27,6,0,1,8,0,6,18,12,0,1,3,0,0 +melvibo01,1985,1,DET,AL,41,82,10,18,4,1,0,4,0,0,3,21,0,0,2,0,1 +meridro01,1985,1,CHN,NL,32,4,0,1,0,0,0,0,0,0,1,1,0,0,0,0,0 +meyerda01,1985,1,OAK,AL,14,12,2,0,0,0,0,0,0,0,1,0,0,0,0,0,1 +milleda01,1985,1,CAL,AL,51,48,8,18,2,1,2,7,0,1,1,10,0,1,0,0,0 +milleri01,1985,1,BOS,AL,41,45,5,15,2,0,0,9,1,0,5,6,0,0,0,1,1 +milneed01,1985,1,CIN,NL,145,453,82,115,19,7,3,33,35,13,61,31,3,1,2,3,3 +mintogr01,1985,1,SFN,NL,68,8,1,0,0,0,0,1,0,0,1,6,0,0,0,0,0 +mirabpa01,1985,1,SEA,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mitchch01,1985,1,BOS,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mizerjo01,1985,1,HOU,NL,15,38,6,9,4,0,0,6,0,0,2,8,0,1,0,0,4 +molitpa01,1985,1,ML4,AL,140,576,93,171,28,3,10,48,21,7,54,80,6,1,7,4,12 +montejo01,1985,1,NYA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +moorebo01,1985,1,SFN,NL,11,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +moorech02,1985,1,ML4,AL,105,349,35,81,13,4,0,31,4,0,27,53,0,1,8,1,12 +mooredo01,1985,1,CAL,AL,65,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mooremi01,1985,1,SEA,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +morelke01,1985,1,CHN,NL,161,587,74,180,30,3,14,106,12,3,68,58,7,1,2,9,14 +morenom01,1985,1,NYA,AL,34,66,12,13,4,1,1,4,1,1,1,16,0,0,1,0,1 +morenom01,1985,2,KCA,AL,24,70,9,17,1,3,2,12,0,1,3,8,0,1,0,1,1 +morgami01,1985,1,SEA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +morrija02,1985,1,DET,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +morriji01,1985,1,PIT,NL,92,244,17,62,10,0,4,22,3,0,8,44,1,1,1,3,4 +mosebll01,1985,1,TOR,AL,152,584,92,151,30,7,18,70,37,15,76,91,4,4,1,5,12 +mosesjo01,1985,1,SEA,AL,33,62,4,12,0,0,0,3,5,2,2,8,0,0,1,0,3 +motleda01,1985,1,KCA,AL,123,383,45,85,20,1,17,49,6,4,18,57,2,2,0,5,17 +mullira01,1985,1,TOR,AL,129,366,55,108,26,1,10,57,2,0,55,54,2,0,1,5,10 +mumphje01,1985,1,HOU,NL,130,444,52,123,25,2,8,61,6,7,37,57,8,0,1,6,9 +murast01,1985,1,OAK,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +murphda05,1985,1,ATL,NL,162,616,118,185,32,2,37,111,10,3,90,141,15,1,0,5,14 +murphdw01,1985,1,OAK,AL,152,523,77,122,21,3,20,59,4,5,84,123,3,3,5,4,14 +murphro01,1985,1,CIN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +murrada01,1985,1,NYA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +murrada01,1985,2,TEX,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +murraed02,1985,1,BAL,AL,156,583,111,173,37,1,31,124,5,2,84,68,12,2,0,8,8 +mussero01,1985,1,TOR,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +myersra01,1985,1,NYN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +narroje01,1985,1,CAL,AL,67,132,12,29,4,0,5,14,0,0,11,17,2,0,0,0,2 +nelsoge01,1985,1,CHA,AL,47,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nelsori01,1985,1,SEA,AL,6,2,2,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +nettlgr01,1985,1,SDN,NL,137,440,66,115,23,1,15,61,0,0,72,59,5,0,0,3,10 +newmaal01,1985,1,MON,NL,25,29,7,5,1,0,0,1,2,1,3,4,0,0,0,0,0 +nichore01,1985,1,BOS,AL,21,32,3,6,1,0,1,3,1,0,2,4,0,1,1,1,1 +nichore01,1985,2,CHA,AL,51,118,20,35,7,1,1,15,5,5,15,13,1,0,2,1,1 +nicosst01,1985,1,MON,NL,42,71,4,12,2,0,0,1,1,0,7,11,0,0,1,0,2 +nicosst01,1985,2,TOR,AL,6,15,0,4,0,0,0,1,0,0,0,0,0,0,0,0,0 +niedeto01,1985,1,LAN,NL,64,9,0,1,0,0,0,0,0,0,0,3,0,0,1,0,0 +niekrjo01,1985,1,HOU,NL,32,68,6,17,1,0,0,6,0,0,1,16,0,0,10,1,4 +niekrjo01,1985,2,NYA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +niekrph01,1985,1,NYA,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +niemara01,1985,1,NYN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nietoto01,1985,1,SLN,NL,95,253,15,57,10,2,0,34,0,2,26,37,8,3,6,0,9 +nippeal01,1985,1,BOS,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nixonot01,1985,1,CLE,AL,104,162,34,38,4,0,3,9,20,11,8,27,0,0,4,0,2 +nokesma01,1985,1,SFN,NL,19,53,3,11,2,0,2,5,0,0,1,9,0,1,0,0,2 +nolanjo01,1985,1,BAL,AL,31,38,1,5,2,0,0,6,0,0,5,5,1,0,0,1,1 +nolesdi01,1985,1,TEX,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nunezed01,1985,1,SEA,AL,70,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +oberkke01,1985,1,ATL,NL,134,412,30,112,19,4,3,35,1,2,51,38,6,6,1,2,10 +oberrmi01,1985,1,MON,NL,20,21,2,4,0,0,0,0,1,0,4,3,0,0,1,0,0 +obriech01,1985,1,OAK,AL,16,11,3,3,1,0,0,1,0,0,3,3,0,0,0,0,0 +obriepe03,1985,1,TEX,AL,159,573,69,153,34,3,22,92,5,10,69,53,4,1,3,9,18 +oconnja02,1985,1,MON,NL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +oestero01,1985,1,CIN,NL,152,526,59,155,26,3,1,34,5,0,51,65,17,0,2,5,13 +oglivbe01,1985,1,ML4,AL,101,341,40,99,17,2,10,61,0,2,37,51,3,2,4,10,8 +ojedabo01,1985,1,BOS,AL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +oliveal01,1985,1,LAN,NL,35,79,1,20,5,0,0,8,1,0,5,11,0,0,0,1,3 +oliveal01,1985,2,TOR,AL,61,187,20,47,6,1,5,23,0,0,7,13,2,1,0,0,8 +omallto01,1985,1,BAL,AL,8,14,1,1,0,0,1,2,0,0,0,2,0,0,0,0,1 +onealra01,1985,1,DET,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +oneilpa01,1985,1,CIN,NL,5,12,1,4,1,0,0,1,0,0,0,2,0,0,0,0,0 +ontivst02,1985,1,OAK,AL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +oroscje01,1985,1,NYN,NL,54,7,0,3,0,0,0,0,0,0,0,1,0,0,2,0,0 +orsuljo01,1985,1,PIT,NL,121,397,54,119,14,6,0,21,24,11,26,27,3,1,9,3,5 +ortajo01,1985,1,KCA,AL,110,300,32,80,21,1,4,45,2,1,22,28,5,2,2,4,8 +ortizju01,1985,1,PIT,NL,23,72,4,21,2,0,1,5,1,0,3,17,1,0,1,0,1 +owenda01,1985,1,CHN,NL,22,19,6,7,0,0,0,4,1,1,1,5,0,0,0,0,0 +owenla01,1985,1,ATL,NL,26,71,7,17,3,0,2,12,0,0,8,17,3,0,2,1,2 +owensp01,1985,1,SEA,AL,118,352,41,91,10,6,6,37,11,5,34,27,0,0,5,2,5 +pacioto01,1985,1,CHA,AL,46,122,14,30,2,0,0,9,2,0,8,22,0,1,0,2,3 +pacioto01,1985,2,NYN,NL,46,116,14,33,3,1,1,11,1,0,6,14,1,1,1,0,2 +paglimi01,1985,1,NYA,AL,138,380,55,91,16,2,19,62,0,0,45,86,4,4,3,3,6 +palmeda01,1985,1,MON,NL,24,36,1,4,1,0,0,0,0,0,0,10,0,0,5,0,2 +pankoji01,1985,1,HOU,NL,75,172,24,42,3,0,4,14,1,0,17,29,1,1,1,0,3 +pardoal01,1985,1,BAL,AL,34,75,3,10,1,0,0,1,0,0,3,15,0,0,0,0,0 +pariske01,1985,1,BAL,AL,5,9,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +parkeda01,1985,1,CIN,NL,160,635,88,198,42,4,34,125,5,13,52,80,24,3,0,4,26 +parrila01,1985,1,TEX,AL,94,346,44,86,11,1,17,51,0,2,33,77,2,1,0,2,13 +parrila02,1985,1,DET,AL,140,549,64,150,27,1,28,98,2,6,41,90,5,2,3,5,10 +pasquda01,1985,1,NYA,AL,60,148,17,31,3,1,9,25,0,0,16,38,4,1,0,1,1 +pastofr01,1985,1,CIN,NL,17,14,1,2,1,0,0,0,0,0,0,6,0,0,2,0,0 +pattebo01,1985,1,SDN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pattere01,1985,1,CHN,NL,8,10,1,1,0,0,0,0,0,0,1,4,0,0,2,0,0 +pederst01,1985,1,LAN,NL,8,4,1,0,0,0,0,1,0,0,0,2,0,0,0,1,0 +penaal01,1985,1,LAN,NL,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +penabe01,1985,1,HOU,NL,20,29,7,8,2,0,0,4,0,0,1,6,0,0,1,1,1 +penato01,1985,1,PIT,NL,147,546,53,136,27,2,10,59,12,8,29,67,4,0,7,5,19 +pendlte01,1985,1,SLN,NL,149,559,56,134,16,3,5,69,17,12,37,75,4,0,3,3,18 +percoja01,1985,1,SEA,AL,125,485,60,128,17,7,2,23,31,2,50,36,0,3,2,2,9 +perezpa01,1985,1,ATL,NL,22,25,0,3,0,0,0,1,0,0,3,13,0,0,4,0,0 +perezto01,1985,1,CIN,NL,72,183,25,60,8,0,6,33,0,2,22,22,1,0,0,2,2 +perlmjo01,1985,1,CHN,NL,6,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +perryge01,1985,1,ATL,NL,110,238,22,51,5,0,3,13,9,5,23,28,1,0,0,1,7 +perrypa02,1985,1,SLN,NL,6,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +petrage01,1985,1,TEX,AL,42,100,7,27,2,0,0,11,1,0,8,12,0,1,3,4,4 +petryda01,1985,1,DET,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pettiga01,1985,1,CAL,AL,125,443,67,114,10,8,1,32,56,9,62,125,0,0,9,2,5 +phelpke01,1985,1,SEA,AL,61,116,18,24,3,0,9,24,2,0,24,33,2,0,0,0,1 +phillto02,1985,1,OAK,AL,42,161,23,45,12,2,4,17,3,2,13,34,0,0,3,1,1 +picciro01,1985,1,OAK,AL,71,102,19,28,2,0,1,8,3,2,2,17,0,0,0,0,1 +pittach01,1985,1,DET,AL,28,62,10,15,3,1,0,7,1,1,5,13,0,0,1,0,0 +polidgu01,1985,1,CAL,AL,2,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +ponceca01,1985,1,ML4,AL,21,62,4,10,2,0,1,5,0,0,1,9,0,0,1,2,4 +portech01,1985,1,ML4,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +porteda02,1985,1,SLN,NL,84,240,30,53,12,2,10,36,6,1,41,48,6,1,0,2,3 +portuma01,1985,1,MIN,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +powelde01,1985,1,LAN,NL,16,3,0,0,0,0,0,0,0,0,0,2,0,0,2,0,0 +powerte01,1985,1,CIN,NL,64,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +preslji01,1985,1,SEA,AL,155,570,71,157,33,1,28,84,2,2,44,100,9,1,1,9,29 +pricejo02,1985,1,CIN,NL,26,14,0,0,0,0,0,0,0,0,1,7,0,0,1,0,0 +pryorgr01,1985,1,KCA,AL,63,114,8,25,3,0,1,3,0,1,8,12,0,0,3,0,6 +puckeki01,1985,1,MIN,AL,161,691,80,199,29,13,4,74,21,12,41,87,0,4,5,3,9 +puhlte01,1985,1,HOU,NL,57,194,34,55,14,3,2,23,6,2,18,23,4,1,4,3,0 +pujollu01,1985,1,TEX,AL,1,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +quirkja01,1985,1,KCA,AL,19,57,3,16,3,1,0,4,0,0,2,9,0,0,0,0,1 +quiseda01,1985,1,KCA,AL,84,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rabbjo01,1985,1,ATL,NL,3,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +raineti01,1985,1,MON,NL,150,575,115,184,30,13,11,41,70,9,81,60,13,3,3,3,9 +rajsiga01,1985,1,SFN,NL,51,91,5,15,6,0,0,10,0,1,17,22,4,0,2,0,0 +ramirma01,1985,1,SDN,NL,37,60,6,17,0,0,2,5,0,0,3,11,0,0,0,0,0 +ramirra01,1985,1,ATL,NL,138,568,54,141,25,4,5,58,2,6,20,63,1,0,2,5,21 +ramosdo01,1985,1,SEA,AL,75,168,19,33,6,0,1,15,0,1,17,23,0,0,3,2,4 +ramsemi01,1985,1,LAN,NL,9,15,1,2,1,0,0,0,0,0,2,4,0,0,0,0,0 +randowi01,1985,1,NYA,AL,143,497,75,137,21,2,5,40,16,9,85,39,3,4,5,6,24 +rasmude01,1985,1,NYA,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rawlesh01,1985,1,PHI,NL,36,58,3,8,1,0,0,6,0,0,5,21,0,0,7,2,0 +rayfofl01,1985,1,BAL,AL,105,359,55,110,21,1,18,48,3,1,10,69,0,0,2,1,10 +rayjo01,1985,1,PIT,NL,154,594,67,163,33,3,7,70,13,9,46,24,10,1,5,6,11 +readyra01,1985,1,ML4,AL,48,181,29,48,9,5,1,21,0,0,14,23,0,1,2,2,6 +reardje01,1985,1,MON,NL,63,7,0,2,0,0,0,1,0,0,0,4,0,0,2,0,0 +redusga01,1985,1,CIN,NL,101,246,51,62,14,4,6,28,48,12,44,52,2,1,2,1,0 +reedje01,1985,1,CLE,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reedje02,1985,1,MIN,AL,7,10,2,2,0,0,0,0,0,0,0,3,0,0,0,0,0 +reuscri01,1985,1,PIT,NL,31,59,8,10,2,0,1,7,1,0,3,17,0,0,6,0,0 +reussje01,1985,1,LAN,NL,34,74,1,10,0,0,0,7,0,0,2,28,0,0,6,1,1 +reyesgi01,1985,1,LAN,NL,6,1,0,0,0,0,0,0,0,0,1,1,0,1,0,0,0 +reynocr01,1985,1,HOU,NL,107,379,43,103,18,8,4,32,4,4,12,30,2,0,3,2,4 +reynoha01,1985,1,SEA,AL,67,104,15,15,3,1,0,6,3,2,17,14,0,0,1,0,0 +reynorj01,1985,1,LAN,NL,73,207,22,55,10,4,0,25,6,3,13,31,0,1,5,3,3 +reynorj01,1985,2,PIT,NL,31,130,22,40,5,3,3,17,12,2,9,18,1,1,2,0,3 +reynoro02,1985,1,NYN,NL,28,43,4,9,2,0,0,1,0,0,0,18,0,1,2,0,1 +rhoderi01,1985,1,PIT,NL,37,74,2,14,3,0,0,6,0,0,2,7,0,0,2,0,2 +riceji01,1985,1,BOS,AL,140,546,85,159,20,3,27,103,2,0,51,75,5,2,0,9,35 +righeda01,1985,1,NYA,AL,74,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rijojo01,1985,1,OAK,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rileser01,1985,1,ML4,AL,116,448,54,128,12,7,5,45,2,2,36,54,0,2,6,3,16 +ripkeca01,1985,1,BAL,AL,161,642,116,181,32,5,26,110,2,3,67,68,1,1,0,8,32 +riverge01,1985,1,HOU,NL,13,36,3,7,2,1,0,2,0,0,4,8,1,0,1,0,2 +roberan01,1985,1,NYA,AL,50,125,16,41,5,0,2,17,1,2,6,24,0,1,2,2,3 +roberbe01,1985,1,MON,NL,42,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +robidbi01,1985,1,ML4,AL,18,51,5,9,2,0,3,8,0,0,12,16,0,0,0,0,1 +robindo01,1985,1,PIT,NL,44,21,2,5,2,0,1,4,0,0,0,11,0,1,0,0,0 +robinje01,1985,1,SFN,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +robinro01,1985,1,CIN,NL,33,22,0,2,0,0,0,1,0,0,0,8,0,0,5,0,0 +rodried02,1985,1,SDN,NL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +roeniga01,1985,1,BAL,AL,114,225,36,49,9,0,15,43,2,2,44,36,1,0,2,3,5 +roeniro01,1985,1,SFN,NL,65,133,23,34,9,1,3,13,6,2,35,27,3,0,1,1,1 +rogerst01,1985,1,MON,NL,8,14,1,2,1,0,0,1,0,0,0,1,0,0,0,0,0 +romanjo02,1985,1,CLE,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +romanro01,1985,1,CAL,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +romered01,1985,1,ML4,AL,88,251,24,63,11,1,0,21,1,1,26,20,0,0,5,0,3 +romerra01,1985,1,CLE,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rominke01,1985,1,BOS,AL,24,28,3,6,2,0,0,1,1,0,1,4,0,0,2,0,1 +rosepe01,1985,1,CIN,NL,119,405,60,107,12,2,2,46,8,1,86,35,5,4,1,4,10 +rossma01,1985,1,HOU,NL,8,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0 +rowdowa01,1985,1,CIN,NL,5,9,2,2,0,0,0,2,0,0,2,1,0,0,0,0,0 +roystje01,1985,1,SDN,NL,90,249,31,70,13,2,5,31,6,5,32,31,1,1,3,2,6 +rozemda01,1985,1,TEX,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ruckeda01,1985,1,PHI,NL,41,12,2,4,1,0,0,0,0,0,1,5,0,0,1,0,0 +ruhleve01,1985,1,CLE,AL,42,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rungepa01,1985,1,ATL,NL,50,87,15,19,3,0,1,5,0,1,18,18,0,0,4,1,3 +runneto01,1985,1,CIN,NL,28,35,3,7,1,0,0,0,0,0,3,4,0,0,4,0,1 +russebi01,1985,1,LAN,NL,76,169,19,44,6,1,0,13,4,0,18,9,1,1,3,1,2 +russeje01,1985,1,TEX,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +russejo02,1985,1,PHI,NL,81,216,22,47,12,0,9,23,2,0,18,72,0,0,0,0,5 +ruthvdi01,1985,1,CHN,NL,20,24,1,5,0,0,0,1,0,1,0,7,0,0,6,0,1 +ryalma01,1985,1,CHA,AL,12,33,4,5,3,0,0,3,0,0,3,3,0,0,1,0,2 +ryanno01,1985,1,HOU,NL,35,63,2,7,2,0,0,4,0,1,4,21,0,0,14,1,1 +saberbr01,1985,1,KCA,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sakatle01,1985,1,BAL,AL,55,97,15,22,3,0,3,6,3,2,6,15,0,1,1,0,3 +salasma01,1985,1,MIN,AL,120,360,51,108,20,5,9,41,0,1,18,37,5,1,0,3,7 +salazlu01,1985,1,CHA,AL,122,327,39,80,18,2,10,45,14,4,12,60,2,0,9,5,5 +sambijo01,1985,1,NYN,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +samplbi01,1985,1,NYA,AL,59,139,18,40,5,0,1,15,2,1,9,10,0,2,2,2,2 +samueju01,1985,1,PHI,NL,161,663,101,175,31,13,19,74,53,19,33,141,2,6,2,5,8 +sanchal01,1985,1,DET,AL,71,133,19,33,6,2,6,12,2,2,0,39,0,0,0,0,4 +sanchlu01,1985,1,CAL,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sandbry01,1985,1,CHN,NL,153,609,113,186,31,6,26,83,54,11,57,97,5,1,2,4,10 +sandesc01,1985,1,CHN,NL,19,31,1,2,0,0,0,1,0,0,1,17,0,1,6,0,0 +santara01,1985,1,NYN,NL,154,529,41,136,19,1,1,29,1,0,29,54,12,0,4,2,14 +saxda01,1985,1,BOS,AL,22,36,2,11,3,0,0,6,0,1,3,3,0,0,3,1,0 +saxst01,1985,1,LAN,NL,136,488,62,136,8,4,1,42,27,11,54,43,12,3,3,3,15 +schatda01,1985,1,MON,NL,24,31,4,6,1,0,2,5,0,0,1,10,0,0,1,0,1 +scherbi01,1985,1,DET,AL,48,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schirca01,1985,1,NYN,NL,10,8,0,1,0,0,0,0,0,0,0,4,0,0,0,0,1 +schmida01,1985,1,TEX,AL,51,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schmimi01,1985,1,PHI,NL,158,549,89,152,31,5,33,93,1,3,87,117,8,3,0,6,10 +schofdi02,1985,1,CAL,AL,147,438,50,96,19,3,8,41,11,4,35,70,0,8,12,3,8 +schrobi01,1985,1,ML4,AL,53,194,18,47,8,0,8,25,0,1,12,61,1,2,0,2,5 +schroke01,1985,1,MIN,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schulda01,1985,1,ATL,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schuldo01,1985,1,CLE,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schuri01,1985,1,PHI,NL,112,416,54,105,21,4,7,24,8,6,38,78,3,2,1,0,7 +sciosmi01,1985,1,LAN,NL,141,429,47,127,26,3,7,53,3,3,77,21,9,5,11,3,10 +sconida01,1985,1,CAL,AL,44,98,14,28,6,1,2,12,2,1,15,18,0,0,0,3,2 +scottdo01,1985,1,SEA,AL,80,185,18,41,13,0,4,23,1,1,15,41,0,0,1,4,3 +scottmi03,1985,1,HOU,NL,36,72,7,11,3,0,1,11,1,0,4,24,0,0,3,2,2 +scranji01,1985,1,KCA,AL,6,4,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +scurrro01,1985,1,PIT,NL,30,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +scurrro01,1985,2,NYA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +searara01,1985,1,ML4,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +seaveto01,1985,1,CHA,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sebrabo01,1985,1,TEX,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +selleje01,1985,1,BOS,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sheetla01,1985,1,BAL,AL,113,328,43,86,8,0,17,50,0,1,28,52,2,2,1,1,15 +shelbjo01,1985,1,BAL,AL,69,205,28,58,6,2,7,27,5,1,7,44,0,0,2,0,4 +shephro01,1985,1,TOR,AL,38,35,7,4,2,0,0,1,3,0,2,12,0,0,0,0,1 +sheripa01,1985,1,KCA,AL,78,206,18,47,9,2,3,17,11,3,23,38,2,1,3,1,4 +shielst01,1985,1,ATL,NL,23,18,0,2,0,0,0,0,0,0,1,6,0,0,0,0,0 +shinera01,1985,1,MON,NL,47,50,0,6,0,0,0,3,0,1,4,9,0,0,0,0,2 +shipada01,1985,1,PHI,NL,26,3,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +shirlbo01,1985,1,NYA,AL,48,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shower01,1985,1,SDN,NL,35,79,3,10,0,0,1,6,0,0,0,30,0,1,7,0,0 +simmone01,1985,1,DET,AL,75,251,31,60,11,0,10,33,1,0,26,41,5,0,0,4,4 +simmote01,1985,1,ML4,AL,143,528,60,144,28,2,12,76,1,1,57,32,9,1,1,5,17 +siskdo01,1985,1,NYN,NL,42,12,1,0,0,0,0,1,0,0,0,7,0,0,0,0,0 +skinnjo01,1985,1,CHA,AL,22,44,9,15,4,1,1,5,0,0,5,13,0,0,1,0,2 +slatoji01,1985,1,CAL,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +slaugdo01,1985,1,TEX,AL,102,343,34,96,17,4,8,35,5,4,20,41,1,6,1,0,8 +smallro02,1985,1,MIN,AL,129,388,57,100,20,0,12,45,0,2,60,65,3,1,1,2,8 +smithbr01,1985,1,MON,NL,32,72,6,14,1,0,1,4,0,0,3,24,0,0,11,0,1 +smithda02,1985,1,HOU,NL,64,3,1,0,0,0,0,1,0,0,1,2,0,0,1,0,0 +smithda03,1985,1,CAL,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithke03,1985,1,NYA,AL,4,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithle02,1985,1,CHN,NL,65,6,0,0,0,0,0,0,0,0,1,5,0,0,0,0,0 +smithlo01,1985,1,SLN,NL,28,96,15,25,2,2,0,7,12,6,15,20,0,3,1,0,2 +smithlo01,1985,2,KCA,AL,120,448,77,115,23,4,6,41,40,7,41,69,0,4,0,5,2 +smithmi03,1985,1,MIN,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithmi04,1985,1,CIN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithoz01,1985,1,SLN,NL,158,537,70,148,22,3,6,54,31,8,65,27,11,2,9,2,13 +smithro01,1985,1,CLE,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithza01,1985,1,ATL,NL,43,37,1,6,0,0,0,3,0,0,1,5,0,0,6,0,1 +snellna01,1985,1,BAL,AL,43,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +snydebr01,1985,1,SEA,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +solanju01,1985,1,HOU,NL,20,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +sorenla01,1985,1,CHN,NL,45,6,1,0,0,0,0,0,0,0,1,4,0,0,4,0,1 +sotoma01,1985,1,CIN,NL,37,83,3,11,0,1,0,4,0,0,1,24,0,0,6,0,1 +speiech01,1985,1,CHN,NL,106,218,16,53,11,0,4,24,1,3,17,34,0,0,3,2,7 +spillda01,1985,1,CHA,AL,53,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +spilmha01,1985,1,HOU,NL,44,66,3,9,1,0,1,4,0,0,3,7,0,0,0,0,2 +squirmi01,1985,1,CHA,AL,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stanlbo01,1985,1,BOS,AL,48,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stantmi01,1985,1,SEA,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stantmi01,1985,2,CHA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +staplda01,1985,1,BOS,AL,30,66,4,15,6,0,0,2,0,0,4,11,0,0,1,0,1 +staubru01,1985,1,NYN,NL,54,45,2,12,3,0,1,8,0,0,10,4,3,0,0,0,1 +stclara01,1985,1,MON,NL,42,5,1,1,0,0,0,0,0,0,2,3,0,0,1,0,0 +steinbi02,1985,1,TEX,AL,44,79,5,20,3,1,1,12,0,0,1,15,1,1,0,0,2 +stenhmi01,1985,1,MIN,AL,81,179,23,40,5,0,5,21,1,0,29,18,1,0,0,1,3 +stewada01,1985,1,TEX,AL,42,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stewada01,1985,2,PHI,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stewasa01,1985,1,BAL,AL,56,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stiebda01,1985,1,TOR,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stoddbo01,1985,1,DET,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stoddti01,1985,1,SDN,NL,44,5,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +stoneje01,1985,1,PHI,NL,88,264,36,70,4,3,3,11,15,5,15,50,0,1,2,0,3 +strawda01,1985,1,NYN,NL,111,393,78,109,15,4,29,79,26,11,73,96,13,1,0,3,9 +stubbfr01,1985,1,LAN,NL,10,9,0,2,0,0,0,2,0,0,0,3,0,0,0,0,0 +stupejo01,1985,1,CIN,NL,33,17,0,1,0,0,0,1,1,1,3,10,0,0,7,0,0 +sullima02,1985,1,BOS,AL,32,69,10,12,2,0,2,3,0,0,6,15,0,0,2,0,0 +sundbji01,1985,1,KCA,AL,115,367,38,90,12,4,10,35,0,2,33,67,3,1,4,2,9 +surhori01,1985,1,PHI,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +surhori01,1985,2,TEX,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sutclri01,1985,1,CHN,NL,20,43,4,10,0,0,1,3,0,0,2,10,0,0,2,1,1 +suttebr01,1985,1,ATL,NL,58,4,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +suttodo01,1985,1,OAK,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +suttodo01,1985,2,CAL,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +swaggbi01,1985,1,BAL,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +swiftbi02,1985,1,SEA,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tablepa01,1985,1,CLE,AL,117,404,47,111,18,3,5,59,0,6,27,55,2,2,2,3,15 +tananfr01,1985,1,TEX,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tananfr01,1985,2,DET,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tannebr01,1985,1,CHA,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tartada01,1985,1,SEA,AL,19,61,8,20,7,1,1,7,1,0,8,14,0,0,0,0,1 +tekulke01,1985,1,PIT,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tekulke01,1985,2,PHI,NL,58,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +tellmto01,1985,1,OAK,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +templga01,1985,1,SDN,NL,148,546,63,154,30,2,6,55,16,6,41,88,24,1,5,3,5 +terrewa01,1985,1,DET,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tettlmi01,1985,1,OAK,AL,78,211,23,53,12,0,3,15,2,2,28,59,0,2,5,0,6 +teufeti01,1985,1,MIN,AL,138,434,58,113,24,3,10,50,4,2,48,70,2,3,7,4,14 +thomaan01,1985,1,ATL,NL,15,18,6,5,0,0,0,2,0,0,0,2,0,0,1,0,1 +thomade01,1985,1,PHI,NL,63,92,16,19,2,0,4,12,2,0,11,14,1,0,0,0,3 +thomago01,1985,1,SEA,AL,135,484,76,104,16,1,32,87,3,2,84,126,6,1,2,3,11 +thomaro02,1985,1,SEA,AL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thompja01,1985,1,PIT,NL,123,402,42,97,17,1,12,61,0,0,84,58,10,0,0,4,8 +thompmi02,1985,1,ATL,NL,73,182,17,55,7,2,0,6,9,4,7,36,0,3,1,0,1 +thompri01,1985,1,CLE,AL,57,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thompsc01,1985,1,SFN,NL,64,111,8,23,5,0,0,6,0,0,2,10,0,0,1,0,5 +thompsc01,1985,2,MON,NL,34,32,2,9,1,0,0,4,0,0,3,7,0,0,0,1,1 +thondi01,1985,1,HOU,NL,84,251,26,63,6,1,6,29,8,3,18,50,4,0,1,2,2 +thornan01,1985,1,CLE,AL,124,461,49,109,13,0,22,88,3,2,47,75,1,0,0,6,14 +thornlo01,1985,1,TOR,AL,56,72,18,17,1,1,1,8,1,0,2,24,0,1,0,0,2 +thurmma01,1985,1,SDN,NL,36,34,2,3,0,0,0,2,0,0,1,10,0,0,9,1,0 +tibbsja01,1985,1,CIN,NL,36,65,3,6,0,0,0,3,0,0,2,33,0,0,6,0,1 +tobikda01,1985,1,SEA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tolivfr01,1985,1,PHI,NL,11,4,0,2,0,0,0,0,0,0,0,1,0,0,0,0,0 +tollewa01,1985,1,TEX,AL,123,323,45,101,9,5,1,18,21,12,21,46,0,0,9,2,6 +tolmati01,1985,1,HOU,NL,31,43,4,6,1,0,2,8,0,1,1,10,0,1,1,0,0 +tomlida01,1985,1,PIT,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +trammal01,1985,1,DET,AL,149,605,79,156,21,7,13,57,14,5,50,71,4,2,11,9,6 +trevial01,1985,1,SFN,NL,57,157,17,34,10,1,6,19,0,0,20,24,0,0,1,1,5 +trillma01,1985,1,SFN,NL,125,451,36,101,16,2,3,25,2,0,40,44,0,1,11,2,6 +troutst01,1985,1,CHN,NL,24,46,2,5,1,0,0,2,0,0,2,13,0,0,9,0,0 +trujimi01,1985,1,BOS,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tudorjo01,1985,1,SLN,NL,37,94,9,13,3,2,0,2,0,1,5,25,0,0,7,0,1 +tunnele01,1985,1,PIT,NL,24,47,2,4,0,1,0,1,0,1,1,20,0,0,0,1,0 +upshawi01,1985,1,TOR,AL,148,501,79,138,31,5,15,65,8,8,48,71,7,4,1,3,6 +uribejo01,1985,1,SFN,NL,147,476,46,113,20,4,3,26,8,2,30,57,8,2,5,0,5 +valenel01,1985,1,TEX,AL,11,38,5,8,1,0,2,4,0,1,2,8,0,0,0,0,1 +valenfe01,1985,1,LAN,NL,35,97,7,21,2,0,1,7,0,1,0,9,0,0,5,1,3 +valleda01,1985,1,SEA,AL,31,70,2,11,1,0,0,4,0,0,1,17,0,1,1,0,1 +vandeed01,1985,1,SEA,AL,76,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vangoda01,1985,1,CIN,NL,73,151,12,36,7,0,2,24,0,0,9,19,2,1,2,3,6 +vanslan01,1985,1,SLN,NL,146,424,61,110,25,6,13,55,34,6,47,54,6,2,1,1,7 +venabma01,1985,1,CIN,NL,77,135,21,39,12,3,0,10,11,3,6,17,0,0,3,2,2 +violafr01,1985,1,MIN,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +virgioz02,1985,1,PHI,NL,131,426,47,105,16,3,19,55,0,0,49,85,6,5,1,2,14 +vonohda01,1985,1,CLE,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vuckope01,1985,1,ML4,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vukovge01,1985,1,CLE,AL,149,434,43,106,22,0,8,45,2,2,30,75,6,1,1,4,9 +waddeto01,1985,1,CLE,AL,49,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +waitsri01,1985,1,ML4,AL,24,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +walkbo01,1985,1,PIT,NL,9,17,0,0,0,0,0,0,0,0,0,9,0,1,4,0,0 +walkech01,1985,1,CHN,NL,21,12,3,1,0,0,0,0,1,0,0,5,0,0,0,0,0 +walkedu01,1985,1,CIN,NL,37,48,5,8,2,1,2,6,1,0,6,18,1,0,0,0,1 +walkedu01,1985,2,TEX,AL,53,132,14,23,2,0,5,11,2,1,15,29,0,1,0,0,2 +walkegr01,1985,1,CHA,AL,163,601,77,155,38,4,24,92,5,2,44,100,6,2,0,3,16 +wallati01,1985,1,MON,NL,155,569,70,148,36,3,22,81,9,9,38,79,8,5,0,5,17 +wallide01,1985,1,HOU,NL,119,345,44,93,20,1,7,45,5,2,25,26,2,0,0,4,8 +waltege01,1985,1,SDN,NL,15,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +wardco01,1985,1,SFN,NL,6,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1 +wardga01,1985,1,TEX,AL,154,593,77,170,28,7,15,70,26,7,39,97,3,1,0,5,19 +wardlcu01,1985,1,MIN,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wardlcu01,1985,2,CLE,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +warremi01,1985,1,OAK,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +washicl01,1985,1,ATL,NL,122,398,62,110,14,6,15,43,14,4,40,66,11,1,0,2,11 +washiro01,1985,1,MIN,AL,70,135,24,37,6,4,1,14,5,1,8,15,0,0,3,3,3 +washiul01,1985,1,MON,NL,68,193,24,48,9,4,1,17,6,3,15,33,1,0,0,1,2 +wathajo01,1985,1,KCA,AL,60,145,11,34,8,1,1,9,1,1,17,15,0,1,2,0,4 +weaveji03,1985,1,DET,AL,12,7,2,1,1,0,0,0,0,1,1,4,0,0,0,0,0 +webstmi01,1985,1,TOR,AL,4,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0 +webstmi01,1985,2,MON,NL,74,212,32,58,8,2,11,30,15,9,20,33,3,0,1,1,3 +wegmabi01,1985,1,ML4,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wehrmda01,1985,1,CHA,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +welchbo01,1985,1,LAN,NL,25,50,4,9,1,0,0,4,0,0,3,13,0,0,7,0,1 +wellmbr01,1985,1,SFN,NL,71,174,16,41,11,1,0,16,5,2,4,33,1,4,5,1,3 +welshch01,1985,1,TEX,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +whitalo01,1985,1,DET,AL,152,609,102,170,29,8,21,73,6,4,80,56,9,2,5,5,3 +whitede03,1985,1,CAL,AL,21,7,7,1,0,0,0,0,3,1,1,3,0,1,0,0,0 +whitefr01,1985,1,KCA,AL,149,563,62,140,25,1,22,69,10,4,28,86,2,1,5,3,8 +whitele01,1985,1,MIN,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +whitfte01,1985,1,LAN,NL,79,104,8,27,7,0,3,16,0,0,6,27,1,0,0,0,2 +whitsed01,1985,1,NYA,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +whitter01,1985,1,TOR,AL,139,412,55,101,21,2,19,64,3,6,47,59,9,1,3,2,7 +wiggial01,1985,1,SDN,NL,10,37,3,2,1,0,0,0,0,1,2,4,0,0,1,0,1 +wiggial01,1985,2,BAL,AL,76,298,43,85,11,4,0,21,30,13,29,16,0,2,6,0,2 +wilcomi01,1985,1,DET,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wilforo01,1985,1,CAL,AL,83,217,16,41,3,0,4,13,4,1,16,32,1,0,8,2,0 +wilkecu01,1985,1,TEX,AL,129,360,35,88,11,6,0,22,14,7,22,63,0,4,6,3,7 +wilkibi01,1985,1,SEA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +willaje01,1985,1,CLE,AL,104,300,39,81,13,0,7,36,0,0,28,59,1,1,4,1,3 +willica01,1985,1,CIN,NL,11,1,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0 +willifr01,1985,1,SFN,NL,49,3,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +willima03,1985,1,TEX,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +willire01,1985,1,LAN,NL,22,9,4,3,0,0,0,0,1,0,0,4,0,0,0,0,0 +willsfr01,1985,1,SEA,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wilsogl01,1985,1,PHI,NL,161,608,73,167,39,5,14,102,7,4,35,117,1,0,0,7,24 +wilsoji03,1985,1,CLE,AL,4,14,2,5,0,0,0,4,0,0,1,3,0,0,0,0,0 +wilsomo01,1985,1,NYN,NL,93,337,56,93,16,8,6,26,24,9,28,52,6,0,1,1,9 +wilsowi02,1985,1,KCA,AL,141,605,87,168,25,21,4,43,43,11,29,94,3,5,2,1,6 +winfida01,1985,1,NYA,AL,155,633,105,174,34,6,26,114,19,7,52,96,8,0,0,4,17 +winnihe01,1985,1,MON,NL,125,312,30,74,6,5,3,21,20,9,28,72,3,0,1,4,1 +winnji01,1985,1,PIT,NL,30,18,2,2,1,0,0,0,0,0,1,8,0,0,2,0,0 +wittmi01,1985,1,CAL,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wockejo01,1985,1,PHI,NL,32,37,1,6,0,0,0,2,0,0,8,7,1,0,0,0,3 +wohlfji01,1985,1,MON,NL,70,125,7,24,5,1,1,15,0,2,16,18,5,0,1,0,1 +wojnaed01,1985,1,SDN,NL,15,12,0,2,0,0,0,0,0,0,0,8,0,0,0,0,0 +woodami01,1985,1,SFN,NL,24,82,12,20,1,0,0,9,6,1,5,3,0,0,1,0,0 +woodsga01,1985,1,CHN,NL,81,82,11,20,3,0,0,4,0,1,14,18,0,0,1,0,2 +woodwro01,1985,1,BOS,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +worreto01,1985,1,SLN,NL,17,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +wrighge03,1985,1,TEX,AL,109,363,21,69,13,0,2,18,4,7,25,49,5,0,3,2,9 +wrighri01,1985,1,TEX,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wynegbu01,1985,1,NYA,AL,102,309,27,69,15,0,5,32,0,0,64,43,2,0,1,1,11 +wynnema01,1985,1,PIT,NL,103,337,21,69,6,3,2,18,10,5,18,48,2,1,7,0,8 +yeagest01,1985,1,LAN,NL,53,121,4,25,4,1,0,9,0,1,7,24,2,0,1,2,3 +yettri01,1985,1,MIN,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +yostne01,1985,1,MON,NL,5,11,1,2,0,0,0,0,0,0,0,2,0,0,0,0,0 +youmafl01,1985,1,MON,NL,14,19,1,1,0,0,0,0,0,0,3,10,0,0,3,0,0 +youngcu01,1985,1,OAK,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +youngjo02,1985,1,SFN,NL,95,230,24,62,6,0,4,24,3,2,30,37,1,1,1,1,6 +youngma01,1985,1,SEA,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +youngmi01,1985,1,BAL,AL,139,450,72,123,22,1,28,81,1,5,48,104,5,4,1,1,9 +yountro01,1985,1,ML4,AL,122,466,76,129,26,3,15,68,10,4,49,56,3,2,1,9,8 +zachrpa01,1985,1,PHI,NL,10,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +zahnge01,1985,1,CAL,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +zuvelpa01,1985,1,ATL,NL,81,190,16,48,8,1,0,4,2,0,16,14,1,0,4,0,3 +aasedo01,1986,1,BAL,AL,66,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ackerji01,1986,1,TOR,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ackerji01,1986,2,ATL,NL,21,28,1,3,1,0,0,0,0,0,0,21,0,0,0,0,0 +adducji01,1986,1,ML4,AL,3,11,2,1,1,0,0,0,0,0,1,2,0,0,1,0,0 +agostju01,1986,1,CHA,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +agostju01,1986,2,MIN,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +aguaylu01,1986,1,PHI,NL,62,133,17,28,6,1,4,13,1,1,8,26,0,3,0,2,3 +aguilri01,1986,1,NYN,NL,32,51,4,8,0,0,2,6,0,0,3,12,0,0,3,0,0 +akerfda01,1986,1,OAK,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +aldremi01,1986,1,SFN,NL,84,216,27,54,18,3,2,25,1,3,33,34,4,2,4,1,3 +alexado01,1986,1,TOR,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +alexado01,1986,2,ATL,NL,18,38,2,8,1,0,0,5,0,0,0,8,0,0,6,1,2 +allanan01,1986,1,CLE,AL,101,293,30,66,7,3,1,29,10,1,14,36,0,1,11,4,7 +allenne01,1986,1,CHA,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +almonbi01,1986,1,PIT,NL,102,196,29,43,7,2,7,27,11,4,30,38,2,0,1,3,5 +amelued01,1986,1,LAN,NL,8,11,0,1,0,0,0,0,0,0,0,4,0,0,0,0,1 +anderal02,1986,1,MIN,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +anderda02,1986,1,LAN,NL,92,216,31,53,9,0,1,15,5,1,22,39,1,0,2,1,11 +anderla02,1986,1,PHI,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +anderla02,1986,2,HOU,NL,38,6,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +anderri02,1986,1,NYN,NL,15,11,1,1,0,0,0,0,0,0,0,4,0,0,1,0,0 +andujjo01,1986,1,OAK,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +aquinlu01,1986,1,TOR,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +armasto01,1986,1,BOS,AL,121,425,40,112,21,4,11,58,0,3,24,77,1,2,0,2,12 +armstmi01,1986,1,NYA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +arnolto01,1986,1,BAL,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +arnsbbr01,1986,1,NYA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +arroyfe01,1986,1,OAK,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +asadora01,1986,1,SDN,NL,15,55,9,20,5,0,0,7,1,2,3,13,1,0,2,0,0 +ashbyal01,1986,1,HOU,NL,120,315,24,81,15,0,7,38,1,0,39,56,9,0,1,6,7 +assenpa01,1986,1,ATL,NL,61,6,0,0,0,0,0,0,0,0,2,3,0,0,0,0,0 +atherke01,1986,1,OAK,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +atherke01,1986,2,MIN,AL,47,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +backmwa01,1986,1,NYN,NL,124,387,67,124,18,2,1,27,13,7,36,32,1,0,14,3,3 +bailema01,1986,1,HOU,NL,57,153,9,27,5,0,4,15,1,1,28,45,6,0,0,1,7 +bailesc01,1986,1,CLE,AL,62,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +baineha01,1986,1,CHA,AL,145,570,72,169,29,2,21,88,2,1,38,89,9,2,0,8,14 +bairdo01,1986,1,OAK,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bakerdo01,1986,1,DET,AL,13,24,1,3,1,0,0,0,0,0,2,7,0,0,4,0,0 +bakerdu01,1986,1,OAK,AL,83,242,25,58,8,0,4,19,0,1,27,37,1,0,0,2,8 +balbost01,1986,1,KCA,AL,138,512,54,117,25,1,29,88,0,0,43,146,2,1,0,6,8 +balleja01,1986,1,CHN,NL,36,5,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +bandoch01,1986,1,CLE,AL,92,254,28,68,9,0,2,26,0,1,22,49,0,1,10,3,8 +bankhsc01,1986,1,KCA,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bannifl01,1986,1,CHA,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barfije01,1986,1,TOR,AL,158,589,107,170,35,2,40,108,8,8,69,146,5,8,0,5,9 +bargagr01,1986,1,SLN,NL,22,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +barrema02,1986,1,BOS,AL,158,625,94,179,39,4,4,60,15,7,65,31,0,1,18,4,13 +basske01,1986,1,HOU,NL,157,591,83,184,33,5,20,79,22,13,38,72,11,6,1,4,15 +bathebi01,1986,1,OAK,AL,39,103,9,19,3,0,5,11,0,0,2,20,0,1,6,0,2 +baylodo01,1986,1,BOS,AL,160,585,93,139,23,1,31,94,3,5,62,111,8,35,0,5,12 +beanebi01,1986,1,MIN,AL,80,183,20,39,6,0,3,15,2,3,11,54,0,0,0,0,6 +beattji01,1986,1,SEA,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +beckwjo01,1986,1,LAN,NL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bedrost01,1986,1,PHI,NL,68,5,0,1,0,0,0,0,0,0,1,1,0,0,0,0,0 +bellbu01,1986,1,CIN,NL,155,568,89,158,29,3,20,75,2,8,73,49,4,5,3,6,14 +beller01,1986,1,BAL,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bellge02,1986,1,TOR,AL,159,641,101,198,38,6,31,108,7,8,41,62,3,2,0,6,15 +bellira01,1986,1,PIT,NL,117,309,33,72,5,2,0,31,12,2,26,54,6,3,11,1,8 +bellja01,1986,1,CLE,AL,5,14,3,5,2,0,1,4,0,0,2,3,0,0,0,0,0 +bellte01,1986,1,KCA,AL,8,3,0,0,0,0,0,0,0,0,2,1,0,0,0,0,0 +benedbr01,1986,1,ATL,NL,64,160,11,36,10,1,0,13,1,0,15,10,1,2,4,1,9 +beniqju01,1986,1,BAL,AL,113,343,48,103,15,0,6,36,2,3,40,49,1,3,2,6,12 +berenbr01,1986,1,NYN,NL,14,11,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +berenju01,1986,1,SFN,NL,46,7,0,1,0,0,0,0,0,0,0,1,0,0,3,0,0 +bergmda01,1986,1,DET,AL,65,130,14,30,6,1,1,9,0,0,21,16,0,0,0,0,3 +bernato01,1986,1,CLE,AL,146,562,88,169,28,4,17,73,17,8,53,77,5,6,7,8,6 +berrada01,1986,1,NYA,AL,42,108,10,25,7,0,2,13,0,0,9,14,0,1,2,1,0 +bestka01,1986,1,SEA,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +biancbu01,1986,1,KCA,AL,100,190,24,46,4,4,2,8,5,1,15,50,0,0,4,0,3 +bielemi01,1986,1,PIT,NL,31,48,3,3,0,0,0,1,0,0,2,26,0,0,4,0,0 +bilarda01,1986,1,MON,NL,79,191,12,37,5,0,4,17,1,0,14,32,3,0,7,0,5 +birkbmi01,1986,1,ML4,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +birtsti01,1986,1,OAK,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bittije01,1986,1,PHI,NL,3,3,1,1,0,0,1,1,0,0,0,1,0,0,1,0,0 +blackbu02,1986,1,KCA,AL,56,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bluevi01,1986,1,SFN,NL,28,43,3,4,1,0,1,3,0,0,6,20,0,0,4,0,0 +blylebe01,1986,1,MIN,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bochtbr01,1986,1,OAK,AL,125,407,57,104,13,1,6,43,3,2,65,68,3,0,0,1,9 +bochybr01,1986,1,SDN,NL,63,127,16,32,9,0,8,22,1,0,14,23,3,0,1,0,3 +bockura01,1986,1,SFN,NL,6,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +boddimi01,1986,1,BAL,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +boevejo01,1986,1,SLN,NL,11,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +boggswa01,1986,1,BOS,AL,149,580,107,207,47,2,8,71,0,4,105,44,14,0,4,4,11 +bondsba01,1986,1,PIT,NL,113,413,72,92,26,3,16,48,36,7,65,102,2,2,2,2,4 +bonilbo01,1986,1,CHA,AL,75,234,27,63,10,2,2,26,4,1,33,49,2,1,2,1,4 +bonilbo01,1986,2,PIT,NL,63,192,28,46,6,2,1,17,4,4,29,39,1,1,3,0,5 +bonilju01,1986,1,BAL,AL,102,284,33,69,10,1,1,18,0,0,25,21,0,3,4,0,14 +bonneba01,1986,1,SEA,AL,17,51,4,10,2,0,0,4,0,1,1,13,0,0,0,1,2 +bookegr01,1986,1,SDN,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +boonebo01,1986,1,CAL,AL,144,442,48,98,12,2,7,49,1,0,43,30,1,0,12,6,15 +bordiri01,1986,1,BAL,AL,52,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bosioch01,1986,1,ML4,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bosleth01,1986,1,CHN,NL,87,120,15,33,4,1,1,9,3,0,18,24,3,0,1,0,3 +bostoda01,1986,1,CHA,AL,56,199,29,53,11,3,5,22,9,5,21,33,3,0,3,1,4 +boydoi01,1986,1,BOS,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bradlph01,1986,1,SEA,AL,143,526,88,163,27,4,12,50,21,12,77,134,1,8,1,2,9 +bradlsc01,1986,1,CHA,AL,9,21,3,6,0,0,0,0,0,2,1,0,0,2,0,0,1 +bradlsc01,1986,2,SEA,AL,68,199,17,60,8,3,5,28,1,0,12,7,4,2,2,2,12 +bragggl01,1986,1,ML4,AL,58,215,19,51,8,2,4,18,1,1,11,47,0,1,2,3,6 +brantmi01,1986,1,SEA,AL,27,102,12,20,3,2,3,7,1,1,10,21,0,0,1,0,3 +breamsi01,1986,1,PIT,NL,154,522,73,140,37,5,16,77,13,7,60,73,5,1,1,7,14 +brenlbo01,1986,1,SFN,NL,149,472,60,116,26,0,16,62,10,6,74,97,10,3,5,3,4 +brettge01,1986,1,KCA,AL,124,441,70,128,28,4,16,73,1,2,80,45,18,4,0,4,6 +brewemi01,1986,1,KCA,AL,12,18,0,3,1,0,0,0,0,1,2,6,0,0,0,0,0 +brockgr01,1986,1,LAN,NL,115,325,33,76,13,0,16,52,2,5,37,60,5,0,1,4,5 +brookhu01,1986,1,MON,NL,80,306,50,104,18,5,14,58,4,2,25,60,3,2,0,5,11 +brookto01,1986,1,DET,AL,98,281,42,76,11,2,3,25,11,8,20,42,0,1,6,2,4 +browebo01,1986,1,TEX,AL,21,9,3,1,1,0,0,0,1,2,0,3,0,0,0,0,0 +brownch02,1986,1,SFN,NL,116,416,57,132,16,3,7,49,13,9,33,43,4,9,0,5,9 +browncu03,1986,1,MON,NL,6,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brownje01,1986,1,TEX,AL,12,24,6,10,2,0,0,3,0,2,1,4,0,0,0,0,0 +brownke01,1986,1,TEX,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brownmi01,1986,1,BOS,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brownmi01,1986,2,SEA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brownmi02,1986,1,PIT,NL,87,243,18,53,7,0,4,26,2,3,27,32,3,0,0,3,9 +brownto05,1986,1,CIN,NL,46,86,9,14,0,0,0,3,1,0,1,25,0,0,7,0,2 +brunato01,1986,1,MIN,AL,157,593,69,152,28,1,23,75,12,4,53,98,4,1,1,7,15 +bryanra01,1986,1,LAN,NL,27,75,15,19,4,2,6,13,0,1,5,25,0,1,0,1,1 +brydetr01,1986,1,CAL,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bucknbi01,1986,1,BOS,AL,153,629,73,168,39,2,18,102,6,4,40,25,9,4,0,8,25 +buechst01,1986,1,TEX,AL,153,461,54,112,19,2,18,54,5,8,35,98,1,5,9,3,10 +bulloer01,1986,1,HOU,NL,6,21,0,1,0,0,0,1,2,0,0,3,0,0,0,0,0 +burketi01,1986,1,MON,NL,68,7,0,0,0,0,0,1,0,0,1,2,0,0,1,0,0 +burleri01,1986,1,CAL,AL,93,271,35,77,14,0,5,29,1,3,33,32,1,1,6,1,2 +burrira01,1986,1,SLN,NL,23,27,0,4,3,0,0,7,0,0,0,9,0,0,0,0,0 +burttde01,1986,1,MIN,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bushra01,1986,1,MIN,AL,130,357,50,96,19,7,7,45,5,3,39,63,2,4,1,1,7 +butchjo01,1986,1,MIN,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +butchjo01,1986,2,CLE,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +butersa01,1986,1,CIN,NL,56,113,14,27,6,1,2,16,0,0,21,10,3,0,2,1,5 +butlebr01,1986,1,CLE,AL,161,587,92,163,17,14,4,51,32,15,70,65,1,4,17,5,8 +cabelen01,1986,1,LAN,NL,107,277,27,71,11,0,2,29,10,4,14,26,2,2,2,3,5 +caldeiv01,1986,1,SEA,AL,37,131,13,31,5,0,2,13,3,1,6,33,0,1,0,0,1 +caldeiv01,1986,2,CHA,AL,13,33,3,10,2,1,0,2,0,0,3,6,1,0,0,0,0 +calhoje01,1986,1,HOU,NL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +camacer01,1986,1,CLE,AL,51,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +campbbi02,1986,1,DET,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +candaca01,1986,1,MON,NL,30,104,9,24,4,1,0,6,3,5,5,15,0,0,0,1,3 +candejo01,1986,1,CAL,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +candito01,1986,1,CLE,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cangejo01,1986,1,CHA,AL,137,438,65,103,16,3,2,32,50,17,71,61,0,7,6,3,5 +cansejo01,1986,1,OAK,AL,157,600,85,144,29,1,33,117,15,7,65,175,1,8,0,9,12 +carltst01,1986,1,PHI,NL,16,34,3,7,1,0,0,5,0,0,1,4,0,0,1,0,2 +carltst01,1986,2,SFN,NL,6,11,1,2,0,0,1,3,0,0,0,3,0,0,0,0,1 +carltst01,1986,3,CHA,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +carmado01,1986,1,PHI,NL,50,31,0,0,0,0,0,0,0,0,0,11,0,0,2,0,0 +cartega01,1986,1,NYN,NL,132,490,81,125,14,2,24,105,1,0,62,63,9,6,0,15,21 +cartejo01,1986,1,CLE,AL,162,663,108,200,36,9,29,121,29,7,32,95,3,5,1,8,8 +carych01,1986,1,DET,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +castica01,1986,1,CLE,AL,85,205,34,57,9,0,8,32,2,1,9,48,0,1,1,1,9 +castiju01,1986,1,ML4,AL,26,54,6,9,0,1,0,5,1,1,5,12,0,1,2,0,2 +caudibi01,1986,1,TOR,AL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cedence01,1986,1,LAN,NL,37,78,5,18,2,1,0,6,1,1,7,13,0,0,2,0,0 +ceronri01,1986,1,ML4,AL,68,216,22,56,14,0,4,18,1,1,15,28,0,1,5,5,5 +cerutjo01,1986,1,TOR,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ceyro01,1986,1,CHN,NL,97,256,42,70,21,0,13,36,0,0,44,66,1,3,1,2,5 +chadwra01,1986,1,CAL,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chambch01,1986,1,ATL,NL,97,122,13,38,8,0,2,14,0,2,15,24,4,0,0,1,2 +childro01,1986,1,PHI,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chrisst01,1986,1,CHN,NL,3,9,0,1,1,0,0,2,0,0,0,1,0,0,0,0,0 +clancji01,1986,1,TOR,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clarkbr01,1986,1,CHA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clarkda05,1986,1,CLE,AL,18,58,10,16,1,0,3,9,1,0,7,11,0,0,2,1,1 +clarkja01,1986,1,SLN,NL,65,232,34,55,12,2,9,23,1,1,45,61,4,1,0,1,4 +clarkst02,1986,1,TOR,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clarkwi02,1986,1,SFN,NL,111,408,66,117,27,2,11,41,4,7,34,76,10,3,9,4,3 +clearma01,1986,1,ML4,AL,59,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clemepa01,1986,1,PIT,NL,65,6,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +clemero02,1986,1,BOS,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cluttbr01,1986,1,ML4,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cocanja01,1986,1,ML4,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cochrda01,1986,1,CHA,AL,19,62,4,12,2,0,1,2,0,0,5,22,1,0,1,0,2 +codirch01,1986,1,OAK,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +colemvi01,1986,1,SLN,NL,154,600,94,139,13,8,0,29,107,14,60,98,0,2,3,5,4 +colesda01,1986,1,DET,AL,142,521,67,142,30,2,20,86,6,2,45,84,3,6,7,8,8 +collida02,1986,1,DET,AL,124,419,44,113,18,2,1,27,27,12,44,49,0,2,9,2,9 +conceda01,1986,1,CIN,NL,90,311,42,81,13,2,3,30,13,2,26,43,1,0,5,4,13 +coneda01,1986,1,KCA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +conroti01,1986,1,SLN,NL,26,29,2,4,2,0,0,6,0,0,3,11,0,0,8,0,0 +cookmi01,1986,1,CAL,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +coopece01,1986,1,ML4,AL,134,542,46,140,24,1,12,75,1,2,41,87,2,1,1,4,15 +corbedo01,1986,1,CAL,AL,46,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +corcoti01,1986,1,NYN,NL,6,7,1,0,0,0,0,0,0,0,2,0,1,0,0,0,0 +correed01,1986,1,TEX,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cottohe01,1986,1,NYA,AL,35,80,11,17,3,0,1,6,3,0,2,17,0,0,0,1,3 +cowenal01,1986,1,SEA,AL,28,82,5,15,4,0,0,6,1,0,3,18,0,0,1,1,3 +cowlejo01,1986,1,CHA,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +coxda01,1986,1,SLN,NL,32,65,2,5,2,0,0,2,0,0,2,32,0,0,16,0,1 +craigro02,1986,1,CHA,AL,10,10,3,2,0,0,0,0,0,0,2,2,0,0,0,0,0 +crawfst01,1986,1,BOS,AL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cruzjo01,1986,1,HOU,NL,141,479,48,133,22,4,10,72,3,4,55,86,12,0,0,2,9 +cruzju01,1986,1,CHA,AL,81,209,38,45,2,0,0,19,7,2,42,28,0,0,2,3,4 +danieka01,1986,1,CIN,NL,74,181,34,58,10,4,6,23,15,2,22,30,1,2,1,1,4 +darliro01,1986,1,NYN,NL,34,81,4,8,2,0,0,0,0,0,3,29,0,0,10,0,0 +darwida01,1986,1,ML4,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +darwida01,1986,2,HOU,NL,12,16,0,1,0,0,0,0,0,0,0,12,0,0,2,0,0 +daultda01,1986,1,PHI,NL,49,138,18,31,4,0,8,21,2,3,38,41,3,1,2,2,1 +davidan01,1986,1,MIN,AL,5,5,0,1,0,0,0,0,0,0,0,2,0,1,0,0,0 +davidma01,1986,1,MIN,AL,36,68,5,8,3,0,0,2,2,3,6,22,0,0,3,0,1 +davisal01,1986,1,SEA,AL,135,479,66,130,18,1,18,72,0,3,76,68,10,3,2,2,11 +davisch01,1986,1,SFN,NL,153,526,71,146,28,3,13,70,16,13,84,96,23,1,2,5,11 +daviser01,1986,1,CIN,NL,132,415,97,115,15,3,27,71,80,11,68,100,5,1,0,3,6 +davisgl01,1986,1,HOU,NL,158,574,91,152,32,3,31,101,3,1,64,72,6,9,0,7,11 +davisjo02,1986,1,CHN,NL,148,528,61,132,27,2,21,74,0,1,41,110,4,0,4,8,14 +davisjo03,1986,1,CHA,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +davisma01,1986,1,SFN,NL,67,8,0,1,1,0,0,0,0,0,0,4,0,0,0,0,0 +davismi02,1986,1,OAK,AL,142,489,77,131,28,3,19,55,27,4,34,91,2,1,4,5,7 +davisro02,1986,1,MIN,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +davisro02,1986,2,CHN,NL,17,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +davisst02,1986,1,BAL,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +davisst03,1986,1,TOR,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +davistr01,1986,1,PIT,NL,15,23,2,3,0,0,0,1,0,0,0,4,0,0,0,1,1 +dawlebi01,1986,1,CHA,AL,46,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dawsoan01,1986,1,MON,NL,130,496,65,141,32,2,20,78,18,12,37,79,11,6,1,6,13 +dayetbr01,1986,1,CHN,NL,24,67,7,18,4,0,4,11,0,1,6,10,0,0,0,3,2 +dayleke01,1986,1,SLN,NL,32,5,0,1,0,0,0,0,0,0,1,2,0,0,0,0,0 +decindo01,1986,1,CAL,AL,140,512,69,131,20,3,26,96,2,2,52,74,4,2,2,4,19 +dedmoje01,1986,1,ATL,NL,57,16,2,2,0,0,0,1,0,0,0,7,0,0,1,0,0 +deerro01,1986,1,ML4,AL,134,466,75,108,17,3,33,86,5,2,72,179,3,3,2,3,4 +dejesiv01,1986,1,NYA,AL,7,4,1,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +deleojo01,1986,1,PIT,NL,9,1,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0 +deleojo01,1986,2,CHA,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dempsri01,1986,1,BAL,AL,122,327,42,68,15,1,13,29,1,0,45,78,0,3,7,0,5 +dennyjo01,1986,1,CIN,NL,27,54,6,12,0,0,0,4,2,3,3,15,0,0,5,0,1 +dernibo01,1986,1,CHN,NL,108,324,32,73,14,1,4,18,27,2,22,41,1,0,5,0,7 +deshaji01,1986,1,HOU,NL,26,43,3,2,0,0,0,1,0,0,6,31,0,0,4,0,0 +diazbo01,1986,1,CIN,NL,134,474,50,129,21,0,10,56,1,1,40,52,0,0,2,3,11 +diazca01,1986,1,LAN,NL,19,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +diazed01,1986,1,ML4,AL,5,13,0,3,0,0,0,0,0,0,1,3,0,0,0,0,0 +diazmi01,1986,1,PIT,NL,97,209,22,56,9,0,12,36,0,1,19,43,0,2,0,3,5 +dipinfr01,1986,1,HOU,NL,31,5,0,1,0,0,0,0,0,0,0,1,0,0,0,0,1 +dipinfr01,1986,2,CHN,NL,30,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +distebe01,1986,1,PIT,NL,31,39,3,7,1,0,1,5,0,0,1,5,0,0,0,2,0 +dixonke01,1986,1,BAL,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +doddto01,1986,1,BAL,AL,8,13,1,3,0,0,1,2,0,0,2,2,0,1,0,0,1 +dodsopa01,1986,1,BOS,AL,9,12,3,5,2,0,1,3,0,0,3,3,0,0,0,0,0 +doranbi02,1986,1,HOU,NL,145,550,92,152,29,3,6,37,42,19,81,57,7,2,4,5,10 +dotsori01,1986,1,CHA,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +downibr01,1986,1,CAL,AL,152,513,90,137,27,4,20,95,4,4,90,84,2,17,3,8,14 +downske01,1986,1,SFN,NL,15,29,1,5,0,0,0,0,0,1,1,13,0,0,0,0,0 +dozieto01,1986,1,OAK,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +drabedo01,1986,1,NYA,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +draveda01,1986,1,SDN,NL,35,50,3,7,0,0,1,7,1,0,1,16,0,0,6,0,1 +driesda01,1986,1,SFN,NL,15,16,2,3,2,0,0,0,0,0,4,4,1,0,0,0,0 +driesda01,1986,2,HOU,NL,17,24,5,7,1,0,1,3,0,0,5,2,1,0,0,0,0 +duncama01,1986,1,LAN,NL,109,407,47,93,7,0,8,30,48,13,30,78,1,2,5,1,6 +dunstsh01,1986,1,CHN,NL,150,581,66,145,37,3,17,68,13,11,21,114,5,3,4,2,5 +durhale01,1986,1,CHN,NL,141,484,66,127,18,7,20,65,8,7,67,98,16,1,0,5,6 +dwyerji01,1986,1,BAL,AL,94,160,18,39,13,1,8,31,0,2,23,31,1,2,0,4,2 +dykstle01,1986,1,NYN,NL,147,431,77,127,27,7,8,45,31,7,58,55,1,0,7,2,4 +earlebi02,1986,1,SLN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +easlemi01,1986,1,NYA,AL,146,490,64,148,26,2,14,78,3,2,49,87,13,0,2,5,17 +easteja01,1986,1,CLE,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +eckerde01,1986,1,CHN,NL,33,69,7,11,3,0,2,10,0,0,1,34,0,0,2,1,0 +eichhma01,1986,1,TOR,AL,69,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +elsteke01,1986,1,NYN,NL,19,30,3,5,1,0,0,0,0,0,3,8,1,0,0,0,0 +engleda01,1986,1,DET,AL,35,86,6,22,7,0,0,4,0,0,7,13,0,0,0,0,2 +esaskni01,1986,1,CIN,NL,102,330,35,76,17,2,12,41,0,2,47,97,0,1,1,4,8 +espinal01,1986,1,MIN,AL,37,42,4,9,1,0,0,1,0,1,1,10,0,0,2,0,0 +espinju01,1986,1,NYA,AL,27,37,1,6,2,0,0,5,0,0,2,9,0,0,0,1,0 +evansda01,1986,1,DET,AL,151,507,78,122,15,0,29,85,3,2,91,105,5,1,0,2,6 +evansdw01,1986,1,BOS,AL,152,529,86,137,33,2,26,97,3,3,97,117,4,6,2,6,11 +fanslst01,1986,1,PIT,NL,5,6,0,1,0,0,0,0,0,0,0,2,0,0,1,0,0 +farrst01,1986,1,KCA,AL,56,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +feldemi01,1986,1,ML4,AL,44,155,24,37,2,4,1,13,16,2,13,16,1,0,1,5,2 +fernasi01,1986,1,NYN,NL,32,68,6,11,3,0,0,4,1,0,3,23,0,0,6,0,2 +fernato01,1986,1,TOR,AL,163,687,91,213,33,9,10,65,25,12,27,52,0,4,5,4,8 +fieldbr01,1986,1,DET,AL,16,43,4,12,1,1,0,6,1,1,1,6,0,0,1,2,0 +fieldce01,1986,1,TOR,AL,34,83,7,13,2,0,4,13,0,0,6,27,0,1,0,0,3 +filsope01,1986,1,MIN,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +filsope01,1986,2,CHA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fimplja01,1986,1,LAN,NL,13,13,2,1,0,0,0,2,0,0,6,6,1,0,0,1,0 +finlech01,1986,1,CAL,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fireost01,1986,1,SEA,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fischmi01,1986,1,NYA,AL,71,102,9,21,2,0,0,3,0,1,8,29,0,0,5,1,3 +fischto01,1986,1,CAL,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fishebr01,1986,1,NYA,AL,62,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fiskca01,1986,1,CHA,AL,125,457,42,101,11,0,14,63,2,4,22,92,2,6,0,6,10 +fitzgmi02,1986,1,MON,NL,73,209,20,59,13,1,6,37,3,2,27,34,6,1,4,2,4 +flanami01,1986,1,BAL,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +flannti01,1986,1,SDN,NL,134,368,48,103,11,2,3,28,3,6,54,61,4,5,3,2,8 +fletcsc01,1986,1,TEX,AL,147,530,82,159,34,5,3,50,12,11,47,59,0,4,10,3,10 +foleyto02,1986,1,PHI,NL,39,61,8,18,2,1,0,5,2,0,10,11,1,0,0,1,1 +foleyto02,1986,2,MON,NL,64,202,18,52,13,2,1,18,8,3,20,26,5,0,2,3,3 +fontera01,1986,1,CHN,NL,42,6,1,1,0,0,0,0,0,0,0,5,0,0,0,0,0 +fontera01,1986,2,MIN,AL,15,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +fordcu01,1986,1,SLN,NL,85,214,30,53,15,2,2,29,13,5,23,29,2,0,1,2,1 +forscbo01,1986,1,SLN,NL,34,76,7,13,4,1,2,12,0,0,0,24,0,0,11,1,1 +forscke01,1986,1,CAL,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +forstte01,1986,1,CAL,AL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fostege01,1986,1,NYN,NL,72,233,28,53,6,1,13,38,1,1,21,53,1,0,0,2,7 +fostege01,1986,2,CHA,AL,15,51,2,11,0,2,1,4,0,0,3,8,0,0,0,0,2 +francjo01,1986,1,CIN,NL,74,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +francju01,1986,1,CLE,AL,149,599,80,183,30,5,10,74,10,7,32,66,1,0,0,5,28 +francte01,1986,1,CHN,NL,86,124,13,31,3,0,2,8,0,1,6,8,0,1,0,2,3 +frasewi01,1986,1,CAL,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +frazige01,1986,1,CHN,NL,35,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +frazige01,1986,2,MIN,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +freemma02,1986,1,PHI,NL,3,6,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +funkto01,1986,1,HOU,NL,8,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +gaettga01,1986,1,MIN,AL,157,596,91,171,34,1,34,108,14,15,52,108,4,6,1,6,18 +gagnegr01,1986,1,MIN,AL,156,472,63,118,22,6,12,54,12,10,30,108,0,6,13,3,4 +gainety01,1986,1,HOU,NL,26,50,6,15,3,1,1,6,3,1,6,19,0,0,0,0,0 +galaran01,1986,1,MON,NL,105,321,39,87,13,0,10,42,6,5,30,79,5,3,1,1,8 +gallemi01,1986,1,OAK,AL,20,37,2,10,2,0,0,4,0,2,1,6,0,0,2,0,0 +galveba01,1986,1,LAN,NL,10,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +gantnji01,1986,1,ML4,AL,139,497,58,136,25,1,7,38,13,7,26,50,2,6,6,7,13 +garbege01,1986,1,ATL,NL,61,6,0,1,0,0,0,0,0,0,1,1,0,0,1,0,0 +garcida01,1986,1,TOR,AL,122,424,57,119,22,0,6,46,9,6,13,32,0,4,2,3,14 +gardnwe01,1986,1,BOS,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +garneph01,1986,1,HOU,NL,107,313,43,83,14,3,9,41,12,6,30,45,2,1,0,3,14 +garresc01,1986,1,SFN,NL,54,45,6,8,1,0,1,4,1,0,1,25,0,0,7,0,0 +garvest01,1986,1,SDN,NL,155,557,58,142,22,0,21,81,1,2,23,72,5,1,0,3,18 +gedmari01,1986,1,BOS,AL,135,462,49,119,29,0,16,65,1,0,37,61,13,4,1,5,15 +gerhake01,1986,1,BAL,AL,20,69,4,16,2,0,1,7,0,1,4,18,0,0,0,2,1 +gibbojo02,1986,1,NYN,NL,8,19,4,9,4,0,1,1,0,0,3,5,1,0,0,0,1 +gibsobo02,1986,1,ML4,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gibsoki01,1986,1,DET,AL,119,441,84,118,11,2,28,86,34,6,68,107,4,7,1,4,8 +gilesbr01,1986,1,CHA,AL,9,11,0,3,0,0,0,1,0,0,0,2,0,0,0,0,1 +gladdda01,1986,1,SFN,NL,102,351,55,97,16,1,4,29,27,10,39,59,3,5,7,0,5 +gonzajo02,1986,1,LAN,NL,57,93,15,20,5,1,2,6,4,3,7,29,0,0,2,0,0 +gonzare01,1986,1,MON,NL,11,26,1,3,0,0,0,0,0,2,2,7,0,0,0,0,0 +goodedw01,1986,1,NYN,NL,33,81,5,7,0,1,0,4,0,0,2,16,0,1,13,0,3 +gordodo01,1986,1,TOR,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gormato03,1986,1,PHI,NL,8,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gossari01,1986,1,SDN,NL,45,7,0,0,0,0,0,0,0,0,0,3,0,0,0,0,1 +gottji01,1986,1,SFN,NL,9,3,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0 +grantma01,1986,1,SFN,NL,4,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +greenga01,1986,1,SDN,NL,13,33,2,7,1,0,0,2,0,0,1,11,0,0,1,0,0 +greenmi01,1986,1,BOS,AL,31,35,4,11,2,0,0,4,0,0,5,7,0,0,0,0,1 +grichbo01,1986,1,CAL,AL,98,313,42,84,18,0,9,30,1,3,39,54,1,3,10,1,9 +griffal01,1986,1,OAK,AL,162,594,74,169,23,6,4,51,33,16,35,52,6,2,12,6,5 +griffke01,1986,1,NYA,AL,59,198,33,60,7,0,9,26,2,2,15,24,0,1,1,4,7 +griffke01,1986,2,ATL,NL,80,292,36,90,15,3,12,32,12,7,20,43,4,0,0,1,2 +grossgr01,1986,1,PHI,NL,87,101,11,25,5,0,0,8,1,0,21,11,7,1,1,1,4 +grosske01,1986,1,PHI,NL,37,80,6,15,4,1,1,5,1,0,1,22,0,0,9,0,1 +grosswa01,1986,1,OAK,AL,3,2,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +grubbjo01,1986,1,DET,AL,81,210,32,70,13,1,13,51,0,1,28,28,0,2,0,3,0 +grubeke01,1986,1,TOR,AL,87,143,20,28,4,1,5,15,2,5,5,27,0,0,2,2,4 +guantce01,1986,1,PIT,NL,52,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +gubicma01,1986,1,KCA,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guerrpe01,1986,1,LAN,NL,31,61,7,15,3,0,5,10,0,0,2,19,0,1,0,0,1 +guettle01,1986,1,SEA,AL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guidrro01,1986,1,NYA,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guilloz01,1986,1,CHA,AL,159,547,58,137,19,4,2,47,8,4,12,52,1,1,12,5,14 +guldebr01,1986,1,SFN,NL,17,22,2,2,0,0,0,1,0,0,2,5,2,0,0,0,1 +gullibi01,1986,1,CIN,NL,37,79,3,6,0,0,0,2,0,0,3,15,0,0,9,0,3 +gumpeda01,1986,1,CHN,NL,38,5,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +gutieja01,1986,1,BAL,AL,61,145,8,27,3,0,0,4,3,1,3,27,0,1,2,1,3 +guzmajo01,1986,1,TEX,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gwynnto01,1986,1,SDN,NL,160,642,107,211,33,7,14,59,37,9,52,35,11,3,2,2,20 +haasmo01,1986,1,OAK,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +habyajo01,1986,1,BAL,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hairsje01,1986,1,CHA,AL,101,225,32,61,15,0,5,26,0,0,26,26,3,1,0,1,9 +hallal02,1986,1,ATL,NL,16,50,6,12,2,0,0,1,8,3,5,6,0,0,2,0,0 +halldr01,1986,1,CHN,NL,5,7,1,1,0,0,0,0,0,0,1,3,0,0,0,0,0 +hallme01,1986,1,CLE,AL,140,442,68,131,29,2,18,77,6,2,33,65,8,2,0,3,8 +hamilje01,1986,1,LAN,NL,71,147,22,33,5,0,5,19,0,0,2,43,1,0,0,2,3 +hargeal01,1986,1,KCA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +harpebr01,1986,1,DET,AL,19,36,2,5,1,0,0,3,0,0,3,3,0,0,1,1,1 +harpete01,1986,1,ATL,NL,106,265,26,68,12,0,8,30,3,6,29,39,2,1,1,2,13 +harrato01,1986,1,TEX,AL,95,289,36,63,18,2,7,41,2,5,44,53,0,2,3,3,7 +harrigr01,1986,1,TEX,AL,73,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hassero01,1986,1,NYA,AL,64,191,23,57,14,0,6,29,1,1,24,16,1,2,1,1,8 +hassero01,1986,2,CHA,AL,49,150,22,53,11,1,3,20,0,0,22,11,2,1,0,1,7 +hatchbi01,1986,1,HOU,NL,127,419,55,108,15,4,6,36,38,14,22,52,1,5,6,1,3 +hatchmi01,1986,1,MIN,AL,115,317,40,88,13,3,3,32,2,1,19,26,2,0,0,4,8 +havenbr01,1986,1,BAL,AL,46,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hawkian01,1986,1,SDN,NL,37,67,2,10,1,0,0,2,0,0,1,23,0,0,6,0,1 +hayesvo01,1986,1,PHI,NL,158,610,107,186,46,2,19,98,24,12,74,77,9,1,1,4,14 +haywara01,1986,1,SDN,NL,4,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1 +hearned02,1986,1,NYN,NL,49,136,16,36,5,0,4,10,0,1,12,19,0,0,2,1,4 +hearrje01,1986,1,TOR,AL,12,23,2,5,1,0,0,4,0,0,3,7,0,0,0,0,1 +heathmi02,1986,1,SLN,NL,65,190,19,39,8,1,4,25,2,3,23,36,4,1,1,1,5 +heathmi02,1986,2,DET,AL,30,98,11,26,3,0,4,11,4,1,4,17,0,0,0,1,1 +heatone01,1986,1,CLE,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +heatone01,1986,2,MIN,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +heepda01,1986,1,NYN,NL,86,195,24,55,8,2,5,33,1,4,30,31,5,1,0,1,3 +hendeda01,1986,1,SEA,AL,103,337,51,93,19,4,14,44,1,3,37,95,4,2,1,1,5 +hendeda01,1986,2,BOS,AL,36,51,8,10,3,0,1,3,1,0,2,15,0,0,1,0,1 +henderi01,1986,1,NYA,AL,153,608,130,160,31,5,28,74,87,18,89,81,2,2,0,2,12 +hendest01,1986,1,OAK,AL,11,26,2,2,1,0,0,3,0,0,0,5,0,0,0,1,3 +hendrge01,1986,1,CAL,AL,102,283,45,77,13,1,14,47,1,1,26,41,5,1,4,3,11 +hengeda01,1986,1,SEA,AL,21,63,3,12,1,0,1,6,0,0,1,13,0,1,1,0,1 +henketo01,1986,1,TOR,AL,63,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +henrydw01,1986,1,TEX,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +henslch01,1986,1,SFN,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hernake01,1986,1,NYN,NL,149,551,94,171,34,1,13,83,2,1,94,69,9,4,0,3,14 +hernale01,1986,1,NYA,AL,7,22,2,5,2,0,1,4,0,0,1,8,0,0,0,0,0 +hernama01,1986,1,HOU,NL,9,6,0,0,0,0,0,1,0,0,0,2,0,0,1,0,0 +hernawi01,1986,1,DET,AL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +herndla01,1986,1,DET,AL,106,283,33,70,13,1,8,37,2,1,27,40,2,1,0,5,3 +herrto01,1986,1,SLN,NL,152,559,48,141,30,4,2,61,22,8,73,75,10,5,6,4,8 +hershor01,1986,1,LAN,NL,37,71,4,17,3,0,0,8,0,1,1,17,0,0,10,0,1 +heskejo01,1986,1,MON,NL,15,23,0,0,0,0,0,0,0,0,2,18,0,0,3,0,1 +higuete01,1986,1,ML4,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hilldo01,1986,1,OAK,AL,108,339,37,96,16,2,4,29,5,2,23,38,1,0,4,0,9 +hillma01,1986,1,CHA,AL,22,19,2,3,0,0,0,0,0,0,1,3,0,1,0,0,0 +hoffmgl01,1986,1,BOS,AL,12,23,1,5,2,0,0,1,0,0,2,3,0,0,0,1,1 +hoffmgu01,1986,1,CHN,NL,33,15,2,1,0,0,0,1,0,0,2,4,0,0,3,0,0 +hollaal01,1986,1,NYA,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +holtobr01,1986,1,LAN,NL,12,5,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +honeyri01,1986,1,LAN,NL,32,43,3,3,1,0,0,3,0,0,8,11,0,0,6,0,0 +hornebo01,1986,1,ATL,NL,141,517,70,141,22,0,27,87,1,4,52,72,8,2,0,10,16 +hortori01,1986,1,SLN,NL,42,18,0,1,0,0,0,0,0,0,5,3,0,0,2,0,0 +houghch01,1986,1,TEX,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +housepa02,1986,1,ML4,AL,26,78,4,17,3,1,1,16,1,2,7,16,0,1,2,2,1 +howelja01,1986,1,OAK,AL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +howelja02,1986,1,CAL,AL,63,151,26,41,14,2,4,21,2,0,19,28,0,0,3,2,1 +howelke01,1986,1,LAN,NL,62,5,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +hoytla01,1986,1,SDN,NL,35,46,3,6,1,0,0,1,0,0,1,18,0,0,3,0,0 +hrbekke01,1986,1,MIN,AL,149,550,85,147,27,1,29,91,2,2,71,81,9,6,0,7,15 +hubbagl01,1986,1,ATL,NL,143,408,42,94,16,1,4,36,3,2,66,74,14,4,6,4,5 +hudlere01,1986,1,BAL,AL,14,1,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0 +hudsoch02,1986,1,PHI,NL,36,43,2,2,0,0,0,0,0,0,1,19,0,0,7,0,0 +huismma01,1986,1,KCA,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +huismma01,1986,2,SEA,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +huletti01,1986,1,CHA,AL,150,520,53,120,16,5,17,44,4,1,21,91,0,1,6,4,11 +humeto01,1986,1,PHI,NL,48,11,0,0,0,0,0,0,0,0,0,6,0,0,5,0,0 +huntra01,1986,1,MON,NL,21,48,4,10,0,0,2,5,0,0,5,16,2,0,0,0,2 +hurdlcl01,1986,1,SLN,NL,78,154,18,30,5,1,3,15,0,0,26,38,0,1,1,2,2 +hurstbr01,1986,1,BOS,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +incavpe01,1986,1,TEX,AL,153,540,82,135,21,2,30,88,3,2,55,185,2,4,0,7,9 +iorgda01,1986,1,SDN,NL,90,106,10,24,2,1,2,11,0,0,2,21,0,0,0,1,2 +iorgga01,1986,1,TOR,AL,137,327,30,85,19,1,3,44,3,0,20,47,0,1,1,2,7 +jacksbo01,1986,1,KCA,AL,25,82,9,17,2,1,2,9,3,1,7,34,0,2,0,0,1 +jacksda02,1986,1,KCA,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jacksmi02,1986,1,PHI,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jacksre01,1986,1,CAL,AL,132,419,65,101,12,2,18,58,1,1,92,115,11,3,0,3,14 +jacksro03,1986,1,MIN,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jacobbr01,1986,1,CLE,AL,158,583,83,168,30,4,17,80,2,1,56,137,5,0,1,1,15 +jamesbo01,1986,1,CHA,AL,49,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jamesch02,1986,1,PHI,NL,16,46,5,13,3,0,1,5,0,0,1,13,0,0,1,0,1 +javiest01,1986,1,OAK,AL,59,114,13,23,8,0,0,8,8,0,16,27,0,1,0,0,2 +jeffest01,1986,1,NYN,NL,14,24,6,5,1,0,1,3,0,0,2,8,0,1,0,0,1 +jeltzst01,1986,1,PHI,NL,145,439,44,96,11,4,0,36,6,3,65,97,9,1,3,2,9 +johnscl01,1986,1,TOR,AL,107,336,48,84,12,1,15,55,0,1,52,57,1,4,0,2,9 +johnsho01,1986,1,NYN,NL,88,220,30,54,14,0,10,39,8,1,31,64,8,1,1,0,2 +johnsjo04,1986,1,ML4,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnsjo05,1986,1,ATL,NL,17,26,2,3,0,0,0,1,0,0,1,12,0,0,2,1,0 +johnsjo05,1986,2,TOR,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnsro05,1986,1,KCA,AL,11,31,1,8,0,1,0,2,0,0,0,3,0,0,0,0,0 +johnswa03,1986,1,MON,NL,61,127,13,36,3,1,1,10,6,3,7,9,0,0,0,0,2 +johnto01,1986,1,NYA,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jonesba01,1986,1,PIT,NL,26,5,0,1,0,0,0,1,0,0,0,1,0,0,1,0,0 +jonesbo02,1986,1,TEX,AL,13,21,1,2,0,0,0,3,0,0,2,5,0,0,0,0,0 +jonesch04,1986,1,SFN,NL,3,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0 +jonesdo01,1986,1,CLE,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jonesji02,1986,1,SDN,NL,3,6,1,1,0,0,0,0,0,0,0,4,0,0,0,0,0 +jonesly01,1986,1,KCA,AL,67,47,1,6,2,0,0,1,0,0,6,5,0,0,1,0,2 +jonesod01,1986,1,BAL,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jonesri02,1986,1,BAL,AL,16,33,2,6,2,0,0,4,0,0,6,8,0,0,0,0,0 +jonesro01,1986,1,SEA,AL,11,21,0,2,0,0,0,0,0,1,0,4,0,0,0,0,0 +jonesru01,1986,1,CAL,AL,126,393,73,90,21,3,17,49,10,3,64,87,5,3,7,3,8 +jonestr01,1986,1,CIN,NL,46,86,16,30,3,0,2,10,7,1,9,5,1,0,0,1,2 +joynewa01,1986,1,CAL,AL,154,593,82,172,27,3,22,100,5,2,57,58,8,2,10,12,11 +karkoro01,1986,1,CHA,AL,37,97,13,24,7,0,4,13,1,0,9,37,0,1,1,1,3 +kearnbo01,1986,1,SEA,AL,81,204,23,49,10,0,6,25,0,2,12,35,1,0,9,1,6 +kellybr01,1986,1,DET,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kempst01,1986,1,PIT,NL,13,16,1,3,0,0,1,1,1,0,4,6,0,0,0,0,1 +kennete02,1986,1,SDN,NL,141,432,46,114,22,1,12,57,0,3,37,74,7,2,4,1,10 +keougma02,1986,1,CHN,NL,19,5,0,2,1,0,0,0,0,0,0,2,0,0,0,0,0 +keougma02,1986,2,HOU,NL,10,11,1,4,0,0,0,0,1,0,0,2,0,0,0,0,0 +kepshku01,1986,1,SLN,NL,2,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +kerfech01,1986,1,HOU,NL,61,9,0,1,0,0,0,1,0,0,1,6,0,0,0,0,0 +kernji01,1986,1,CLE,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +keyji01,1986,1,TOR,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +khalisa01,1986,1,PIT,NL,64,151,8,28,6,0,0,4,0,2,19,28,6,0,3,0,5 +kiefest01,1986,1,ML4,AL,2,6,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +kingemi01,1986,1,KCA,AL,62,209,25,54,8,5,3,14,7,3,12,30,2,0,0,2,4 +kinger01,1986,1,DET,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kingmda01,1986,1,OAK,AL,144,561,70,118,19,0,35,94,3,3,33,126,3,3,0,7,16 +kinnumi01,1986,1,BAL,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kippebo01,1986,1,PIT,NL,21,33,0,1,0,0,0,1,0,0,1,11,0,0,3,0,0 +kittlro01,1986,1,CHA,AL,86,296,34,63,11,0,17,48,2,1,28,87,0,3,0,6,10 +kittlro01,1986,2,NYA,AL,30,80,8,19,2,0,4,12,2,0,7,23,1,0,0,2,0 +kneppbo01,1986,1,HOU,NL,42,91,2,9,2,1,0,1,0,0,0,44,0,0,4,0,0 +kniceal01,1986,1,SLN,NL,34,82,8,16,3,0,1,6,1,1,17,21,0,0,0,1,1 +knighra01,1986,1,NYN,NL,137,486,51,145,24,2,11,76,2,1,40,63,2,4,3,8,19 +knudsma01,1986,1,HOU,NL,9,10,0,0,0,0,0,0,0,0,1,7,0,0,3,0,0 +knudsma01,1986,2,ML4,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kommibr01,1986,1,ATL,NL,5,5,1,2,0,0,0,1,0,1,0,1,0,0,0,0,0 +krawcra01,1986,1,PIT,NL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +krencwa01,1986,1,MON,NL,101,221,21,53,6,2,2,23,2,4,22,32,3,0,2,2,2 +kruegbi01,1986,1,OAK,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +krukjo01,1986,1,SDN,NL,122,278,33,86,16,2,4,38,2,4,45,58,0,0,2,2,11 +krukomi01,1986,1,SFN,NL,35,82,7,12,1,0,0,8,1,0,4,25,0,0,12,0,1 +kunkeje01,1986,1,TEX,AL,8,13,3,3,0,0,1,2,0,0,0,2,0,0,0,0,0 +kutchra01,1986,1,SFN,NL,71,186,28,44,9,1,7,16,6,5,11,41,0,0,6,0,3 +lacosmi01,1986,1,SFN,NL,37,61,8,14,2,0,2,9,0,0,3,24,0,0,5,0,0 +lacyle01,1986,1,BAL,AL,130,491,77,141,18,0,11,47,4,6,37,71,2,0,4,5,12 +laddpe01,1986,1,SEA,AL,52,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lagami01,1986,1,DET,AL,15,45,6,9,1,0,3,8,0,0,5,13,1,0,0,0,0 +lagami01,1986,2,SLN,NL,18,46,7,10,4,0,3,8,0,0,5,18,1,1,0,0,1 +lahtije01,1986,1,SLN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lakest01,1986,1,CHN,NL,10,19,4,8,1,0,0,4,0,0,1,2,1,0,1,0,1 +lakest01,1986,2,SLN,NL,26,49,4,12,1,0,2,10,0,0,2,5,0,0,0,0,2 +lampde01,1986,1,TOR,AL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lanceri01,1986,1,SFN,NL,15,18,2,4,0,0,2,6,0,0,0,7,0,0,0,0,0 +landrbi01,1986,1,CIN,NL,10,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +landrke01,1986,1,LAN,NL,103,283,34,74,13,2,4,29,10,5,22,39,3,1,0,4,5 +landrti01,1986,1,SLN,NL,96,205,24,43,7,1,2,17,3,1,20,41,2,1,1,3,5 +langfri01,1986,1,OAK,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +langsma01,1986,1,SEA,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lansfca01,1986,1,OAK,AL,151,591,80,168,16,4,19,72,16,7,39,51,2,5,1,4,16 +lapoida01,1986,1,DET,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lapoida01,1986,2,SDN,NL,24,8,0,0,0,0,0,0,0,0,0,1,0,0,4,0,0 +larkiba01,1986,1,CIN,NL,41,159,27,45,4,3,3,19,8,0,9,21,1,0,0,1,2 +laskebi01,1986,1,SFN,NL,20,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +lathabi01,1986,1,MIN,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +laudnti01,1986,1,MIN,AL,76,193,21,47,10,0,10,29,1,0,24,56,0,3,1,2,5 +lavalmi01,1986,1,SLN,NL,110,303,18,71,10,2,3,30,0,1,36,37,5,1,10,0,7 +lawleto01,1986,1,SLN,NL,46,39,5,11,1,0,0,3,8,1,2,8,0,0,2,1,0 +lawru01,1986,1,KCA,AL,87,307,42,80,26,5,1,36,14,6,29,22,0,2,2,1,5 +lawva01,1986,1,MON,NL,112,360,37,81,17,2,5,44,3,5,37,66,1,1,2,2,9 +lazorja01,1986,1,DET,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leachri01,1986,1,TOR,AL,110,246,35,76,14,1,5,39,0,0,13,24,3,0,0,7,6 +leachte01,1986,1,NYN,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +learyti01,1986,1,ML4,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leema02,1986,1,TOR,AL,35,78,8,16,0,1,1,7,0,1,4,10,0,0,2,1,5 +lefebjo01,1986,1,PHI,NL,14,18,0,2,0,0,0,0,0,0,3,5,0,0,0,0,3 +leffecr01,1986,1,SDN,NL,84,8,1,1,0,0,1,1,0,0,0,4,0,0,1,0,0 +legggr01,1986,1,PHI,NL,11,20,2,9,1,0,0,1,0,0,0,3,0,0,0,0,0 +leibrch01,1986,1,KCA,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leipeda01,1986,1,OAK,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lemonch01,1986,1,DET,AL,126,403,45,101,21,3,12,53,2,1,39,53,3,8,3,4,15 +leonade01,1986,1,KCA,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leonaje01,1986,1,SFN,NL,89,341,48,95,11,3,6,42,16,3,20,62,1,3,1,3,4 +lerchra01,1986,1,PHI,NL,4,3,0,1,1,0,0,0,0,0,0,1,0,0,0,0,0 +lindeji01,1986,1,SLN,NL,19,55,7,14,1,0,1,6,1,1,2,10,0,0,0,1,2 +littlbr01,1986,1,CHA,AL,20,35,3,6,1,0,0,2,0,0,4,4,0,0,0,0,2 +littlbr01,1986,2,NYA,AL,14,41,3,8,1,0,0,0,0,0,2,7,0,0,0,0,1 +lollati01,1986,1,BOS,AL,33,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +lombaph01,1986,1,NYA,AL,20,36,6,10,3,0,2,6,0,0,4,7,0,1,0,0,2 +lombast01,1986,1,MIN,AL,156,453,53,103,20,5,8,33,3,1,52,76,2,1,9,0,8 +lopesda01,1986,1,CHN,NL,59,157,38,47,8,2,6,22,17,6,31,16,0,2,0,1,6 +lopesda01,1986,2,HOU,NL,37,98,11,23,2,1,1,13,8,2,12,9,0,0,2,1,3 +lopezau01,1986,1,HOU,NL,45,9,0,0,0,0,0,0,0,0,0,6,0,0,1,0,0 +lowrydw01,1986,1,DET,AL,56,150,21,46,4,0,3,18,0,0,17,19,0,4,3,0,4 +loyndmi01,1986,1,TEX,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lucasga01,1986,1,CAL,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lugour01,1986,1,CAL,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lynched01,1986,1,NYN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lynched01,1986,2,CHN,NL,23,30,0,1,0,0,0,0,0,0,2,17,0,0,1,0,0 +lynnfr01,1986,1,BAL,AL,112,397,67,114,13,1,23,67,2,2,53,59,1,2,0,4,20 +lyonsba01,1986,1,NYN,NL,6,9,1,0,0,0,0,2,0,0,1,2,1,0,0,0,0 +lyonsst01,1986,1,BOS,AL,59,124,20,31,7,2,1,14,2,3,12,23,2,0,1,2,3 +lyonsst01,1986,2,CHA,AL,42,123,10,25,2,1,0,6,2,3,7,24,0,1,3,2,1 +maddemi01,1986,1,HOU,NL,13,9,0,0,0,0,0,0,0,0,1,8,0,0,4,0,0 +maddoga01,1986,1,PHI,NL,6,7,1,3,0,0,0,1,0,1,2,1,0,0,0,0,0 +maddugr01,1986,1,CHN,NL,6,12,0,4,0,0,0,0,0,0,0,3,0,0,1,0,0 +maddumi01,1986,1,PHI,NL,16,22,0,1,0,0,0,1,0,0,1,7,0,0,4,0,0 +madissc01,1986,1,DET,AL,2,7,0,0,0,0,0,1,0,0,0,3,0,0,0,1,0 +madlobi01,1986,1,LAN,NL,111,379,38,106,17,0,10,60,3,3,30,43,4,5,1,6,7 +magadda01,1986,1,NYN,NL,10,18,3,8,0,0,0,3,0,0,3,1,0,0,0,0,1 +mahlemi01,1986,1,TEX,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mahlemi01,1986,2,TOR,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mahleri01,1986,1,ATL,NL,40,83,8,16,3,0,0,7,0,0,4,14,0,0,9,0,2 +maldoca01,1986,1,SFN,NL,133,405,49,102,31,3,18,85,4,4,20,77,4,3,0,4,12 +manniri01,1986,1,ML4,AL,89,205,31,52,7,3,8,27,5,3,17,20,2,1,1,3,5 +manrifr01,1986,1,SLN,NL,13,17,2,3,0,0,1,1,1,0,1,1,0,0,0,0,1 +marshmi02,1986,1,LAN,NL,103,330,47,77,11,0,19,53,4,4,27,90,3,4,0,1,5 +martibu01,1986,1,TOR,AL,81,160,13,29,8,0,2,12,0,0,20,25,0,0,4,1,5 +martica01,1986,1,SDN,NL,113,244,28,58,10,0,9,25,1,1,35,46,2,1,1,2,9 +martida01,1986,1,CHN,NL,53,108,13,15,1,1,1,7,4,2,6,22,0,1,0,1,1 +martide01,1986,1,BAL,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +martide01,1986,2,MON,NL,19,30,1,3,2,0,0,3,0,0,1,14,0,0,0,0,0 +martimi01,1986,1,CHN,NL,8,13,1,1,1,0,0,0,0,0,2,4,1,0,0,0,0 +martiti01,1986,1,BAL,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +masonmi01,1986,1,TEX,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +masonro01,1986,1,SFN,NL,11,21,0,1,0,0,0,0,0,0,0,13,0,0,1,0,0 +mathegr01,1986,1,SLN,NL,23,43,1,2,0,0,0,2,0,0,0,19,0,2,7,0,1 +matthga01,1986,1,CHN,NL,123,370,49,96,16,1,21,46,3,2,60,59,1,0,0,2,15 +mattido01,1986,1,NYA,AL,162,677,117,238,53,2,31,113,0,0,53,35,11,1,1,10,17 +matusle01,1986,1,LAN,NL,91,199,26,52,7,0,9,28,2,2,21,47,1,1,0,1,3 +mazzile01,1986,1,PIT,NL,61,93,18,21,2,1,1,8,3,3,26,25,1,0,0,1,2 +mazzile01,1986,2,NYN,NL,39,58,10,16,3,0,2,7,1,1,12,11,1,2,0,0,1 +mccaski01,1986,1,CAL,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcclubo01,1986,1,ML4,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcclubo01,1986,2,MON,NL,52,4,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +mcculla01,1986,1,SDN,NL,76,22,4,2,2,0,0,3,1,0,3,11,0,0,3,0,0 +mcdowod01,1986,1,TEX,AL,154,572,105,152,24,7,18,49,33,15,65,112,5,1,3,2,12 +mcdowro01,1986,1,NYN,NL,75,18,1,5,0,0,0,3,0,0,1,4,0,0,1,0,0 +mcgafan01,1986,1,MON,NL,50,33,0,2,0,0,0,1,0,0,1,18,0,0,4,0,0 +mcgeewi01,1986,1,SLN,NL,124,497,65,127,22,7,7,48,19,16,37,82,7,1,0,4,8 +mcgresc01,1986,1,BAL,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcgrifr01,1986,1,TOR,AL,3,5,1,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +mcgwima01,1986,1,OAK,AL,18,53,10,10,1,0,3,9,0,1,4,18,0,1,0,0,0 +mckeojo01,1986,1,CHA,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mclemma01,1986,1,CAL,AL,5,4,0,0,0,0,0,0,0,1,1,2,0,0,1,0,0 +mcmurcr01,1986,1,ATL,NL,40,16,3,2,0,0,0,0,1,0,1,9,0,0,1,0,0 +mcraeha01,1986,1,KCA,AL,112,278,22,70,14,0,7,37,0,0,18,39,4,1,0,2,9 +mcreyke01,1986,1,SDN,NL,158,560,89,161,31,6,26,96,8,6,66,83,6,1,5,9,9 +mcwilla01,1986,1,PIT,NL,50,29,2,4,1,0,0,0,0,0,2,11,0,0,3,0,0 +meachbo01,1986,1,NYA,AL,56,161,19,36,7,1,0,10,3,6,17,39,0,3,4,0,6 +meadolo01,1986,1,HOU,NL,6,6,1,2,0,0,0,0,1,0,0,0,0,0,0,0,0 +melenfr01,1986,1,PHI,NL,9,8,0,2,0,0,0,0,0,0,0,2,0,0,0,0,0 +melvibo01,1986,1,SFN,NL,89,268,24,60,14,2,5,25,3,2,15,69,1,0,3,3,7 +mercaor01,1986,1,TEX,AL,46,102,7,24,1,1,1,7,0,1,6,13,0,1,1,2,5 +meridro01,1986,1,TEX,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +milleda01,1986,1,CAL,AL,33,57,6,13,2,1,0,4,0,0,4,8,0,0,0,1,3 +milneed01,1986,1,CIN,NL,145,424,70,110,22,6,15,47,18,11,36,56,2,0,1,1,3 +mintogr01,1986,1,SFN,NL,48,5,2,2,1,0,0,0,0,0,2,3,0,0,0,0,0 +mirabpa01,1986,1,SEA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mitchjo02,1986,1,NYN,NL,4,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +mitchke01,1986,1,NYN,NL,108,328,51,91,22,2,12,43,3,3,33,61,0,1,1,1,6 +mizerjo01,1986,1,HOU,NL,44,81,9,15,1,1,1,6,0,0,24,16,2,1,0,1,4 +mohorda01,1986,1,TEX,AL,58,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +molitpa01,1986,1,ML4,AL,105,437,62,123,24,6,9,55,20,5,40,81,0,0,2,3,9 +montara01,1986,1,HOU,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +montejo01,1986,1,NYA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +moonebi01,1986,1,OAK,AL,45,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +moorebi03,1986,1,MON,NL,6,12,0,2,0,0,0,0,0,0,0,4,0,0,0,0,0 +moorech02,1986,1,ML4,AL,80,235,24,61,12,3,3,39,5,5,21,38,1,0,4,3,6 +mooredo01,1986,1,CAL,AL,49,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mooremi01,1986,1,SEA,AL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +morelke01,1986,1,CHN,NL,156,586,72,159,30,0,12,79,3,6,53,48,10,0,2,11,15 +morenom01,1986,1,ATL,NL,118,359,46,84,18,6,4,27,17,16,21,77,2,0,6,0,2 +morgami01,1986,1,SEA,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mormaru01,1986,1,CHA,AL,49,159,18,40,5,0,4,17,1,0,16,36,0,2,1,2,5 +morrija02,1986,1,DET,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +morriji01,1986,1,PIT,NL,154,537,58,147,35,4,23,88,9,8,47,88,5,4,0,5,6 +morrijo07,1986,1,SLN,NL,39,100,8,24,0,1,1,14,6,2,7,15,2,0,0,1,2 +mosebll01,1986,1,TOR,AL,152,589,89,149,24,5,21,86,32,11,64,122,3,6,2,7,7 +mosesjo01,1986,1,SEA,AL,103,399,56,102,16,3,3,34,25,18,34,65,3,0,5,4,7 +motleda01,1986,1,KCA,AL,72,217,22,44,9,1,7,20,0,2,11,31,1,0,1,0,8 +motleda01,1986,2,ATL,NL,5,10,1,2,1,0,0,0,0,0,1,1,1,0,0,0,0 +moyerja01,1986,1,CHN,NL,16,22,3,2,0,0,0,0,0,0,4,5,0,0,4,0,1 +mulhote01,1986,1,SFN,NL,15,19,0,1,0,0,0,0,0,0,0,8,0,0,1,0,0 +mullifr01,1986,1,CLE,AL,28,40,3,7,4,0,0,5,0,0,2,11,0,0,1,1,0 +mullira01,1986,1,TOR,AL,117,348,50,90,22,0,11,45,1,1,43,60,1,1,1,2,12 +mumphje01,1986,1,CHN,NL,111,309,37,94,11,2,5,32,2,3,26,45,4,0,1,3,3 +murphda05,1986,1,ATL,NL,160,614,89,163,29,7,29,83,7,7,75,141,5,2,0,1,10 +murphdw01,1986,1,OAK,AL,98,329,50,83,11,3,9,39,3,1,56,80,4,4,7,4,4 +murphro01,1986,1,CIN,NL,34,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +murraed02,1986,1,BAL,AL,137,495,61,151,25,1,17,84,3,0,78,49,7,0,0,5,17 +musseje01,1986,1,TOR,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +myersra01,1986,1,NYN,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +narroje01,1986,1,CAL,AL,57,95,5,21,3,1,1,8,0,0,9,14,0,1,1,1,5 +nelsoge01,1986,1,CHA,AL,54,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nelsori01,1986,1,SEA,AL,10,12,2,2,0,0,0,1,1,0,0,4,0,0,0,0,0 +nelsoro03,1986,1,OAK,AL,5,9,1,2,1,0,0,0,0,0,1,4,0,0,0,0,0 +nettlgr01,1986,1,SDN,NL,126,354,36,77,9,0,16,55,0,1,41,62,8,2,0,3,6 +newmaal01,1986,1,MON,NL,95,185,23,37,3,0,1,8,11,11,21,20,2,0,4,2,4 +nichoca01,1986,1,BAL,AL,5,5,0,0,0,0,0,0,0,0,1,4,1,0,0,0,0 +nichore01,1986,1,CHA,AL,74,136,9,31,4,0,2,18,5,4,11,23,0,0,1,2,2 +niedeto01,1986,1,LAN,NL,60,4,1,2,0,0,0,2,0,0,0,1,0,0,1,0,0 +niekrjo01,1986,1,NYA,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +niekrph01,1986,1,CLE,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nielssc01,1986,1,NYA,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +niemara01,1986,1,NYN,NL,31,6,1,2,0,0,0,0,0,0,1,1,0,0,0,0,0 +nietoto01,1986,1,MON,NL,30,65,5,13,3,1,1,7,0,1,6,21,1,1,0,0,3 +nieveju01,1986,1,ML4,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nippeal01,1986,1,BOS,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nixonot01,1986,1,CLE,AL,105,95,33,25,4,1,0,8,23,6,13,12,0,0,2,0,1 +nokesma01,1986,1,DET,AL,7,24,2,8,1,0,1,2,0,0,1,1,1,0,0,0,1 +nolesdi01,1986,1,CLE,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nunezed01,1986,1,SEA,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +oberkke01,1986,1,ATL,NL,151,503,62,136,24,3,5,48,7,4,83,40,6,2,4,4,11 +obriepe03,1986,1,TEX,AL,156,551,86,160,23,3,23,90,4,4,87,66,11,0,0,3,19 +oelkebr01,1986,1,CLE,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +oestero01,1986,1,CIN,NL,153,523,52,135,23,2,8,44,9,2,52,84,16,1,7,3,18 +oglivbe01,1986,1,ML4,AL,103,346,31,98,20,1,5,53,1,2,30,33,6,0,1,7,7 +ojedabo01,1986,1,NYN,NL,32,71,3,8,0,0,0,0,0,0,1,30,0,0,8,0,0 +olwined01,1986,1,ATL,NL,37,3,0,1,0,0,0,0,0,0,1,1,0,0,0,0,0 +omallto01,1986,1,BAL,AL,56,181,19,46,9,0,1,18,0,1,17,21,1,0,1,1,4 +onealra01,1986,1,DET,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +oneilpa01,1986,1,CIN,NL,3,2,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +ontivst02,1986,1,OAK,AL,47,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +oquenjo01,1986,1,SLN,NL,76,138,20,41,4,1,0,13,2,3,15,20,4,0,2,3,3 +oroscje01,1986,1,NYN,NL,58,3,1,0,0,0,0,1,0,0,2,0,0,0,0,1,0 +orsuljo01,1986,1,PIT,NL,138,401,60,100,19,6,2,19,24,11,28,38,2,1,6,1,4 +ortajo01,1986,1,KCA,AL,106,336,35,93,14,2,9,46,0,3,23,34,3,0,0,2,9 +ortizju01,1986,1,PIT,NL,49,110,11,37,6,0,0,14,0,1,9,13,0,0,1,2,4 +ouellph01,1986,1,SFN,NL,10,23,1,4,0,0,0,0,0,0,3,3,0,0,0,0,3 +owchibo01,1986,1,MON,NL,3,5,1,1,0,0,0,0,0,0,1,3,0,0,0,0,0 +owensp01,1986,1,SEA,AL,112,402,46,99,22,6,0,35,1,3,34,42,1,1,7,2,11 +owensp01,1986,2,BOS,AL,42,126,21,23,2,1,1,10,3,1,17,9,0,1,2,1,2 +ownberi01,1986,1,SLN,NL,17,7,0,0,0,0,0,0,0,0,0,1,0,0,3,0,0 +paceljo01,1986,1,DET,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pacioto01,1986,1,TEX,AL,88,213,17,61,7,0,4,22,1,3,3,41,0,3,0,1,5 +paglimi01,1986,1,NYA,AL,149,504,71,120,24,3,28,71,4,1,54,120,10,4,1,2,10 +palmeda01,1986,1,ATL,NL,35,66,3,12,3,0,1,6,0,0,1,17,0,0,10,0,1 +palmera01,1986,1,CHN,NL,22,73,9,18,4,0,3,12,1,1,4,6,0,1,0,0,4 +pankoji01,1986,1,HOU,NL,70,113,12,32,6,1,1,7,1,1,11,25,1,0,0,0,4 +pardoal01,1986,1,BAL,AL,16,51,3,7,1,0,1,3,0,0,0,14,0,0,0,0,2 +parenma01,1986,1,SDN,NL,8,14,1,2,0,0,0,0,0,0,1,3,0,0,0,0,1 +pariske01,1986,1,BAL,AL,5,10,0,2,0,0,0,0,0,1,0,3,0,0,0,0,1 +parkeda01,1986,1,CIN,NL,162,637,89,174,31,3,31,116,1,6,56,126,16,1,0,6,18 +parreje01,1986,1,MON,NL,12,2,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +parrila01,1986,1,TEX,AL,129,464,67,128,22,1,28,94,3,1,52,114,7,2,0,6,16 +parrila02,1986,1,DET,AL,91,327,53,84,6,1,22,62,0,0,38,83,3,5,1,3,3 +pasquda01,1986,1,NYA,AL,102,280,44,82,17,0,16,45,2,0,47,78,3,3,1,1,4 +pastofr01,1986,1,MIN,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pattebo01,1986,1,PIT,NL,11,8,0,1,0,0,0,0,0,0,0,6,0,0,2,0,0 +pecotbi01,1986,1,KCA,AL,12,29,3,6,2,0,0,2,0,2,3,3,0,1,0,1,1 +penaal01,1986,1,LAN,NL,24,17,0,3,0,0,0,1,0,0,0,6,0,0,3,0,0 +penabe01,1986,1,HOU,NL,15,29,3,6,1,0,0,2,1,0,5,5,2,0,0,0,3 +penahi01,1986,1,PIT,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +penato01,1986,1,PIT,NL,144,510,56,147,26,2,10,52,9,10,53,69,6,1,0,1,21 +pendlte01,1986,1,SLN,NL,159,578,56,138,26,5,1,59,24,6,34,59,10,1,6,7,12 +percoja01,1986,1,CHA,AL,24,73,6,16,1,0,0,4,2,0,11,10,1,0,1,0,2 +perezto01,1986,1,CIN,NL,77,200,14,51,12,1,2,29,0,0,25,25,2,0,0,3,6 +perryge01,1986,1,ATL,NL,29,70,6,19,2,0,2,11,0,1,8,4,1,0,1,1,4 +perrypa02,1986,1,SLN,NL,46,8,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +peterri01,1986,1,OAK,AL,44,38,7,7,1,0,0,1,2,2,7,7,1,0,0,0,2 +petrage01,1986,1,TEX,AL,69,137,17,35,9,3,2,18,3,0,5,14,0,0,0,0,7 +petryda01,1986,1,DET,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pettiga01,1986,1,CAL,AL,154,539,93,139,23,4,5,58,50,13,69,132,2,0,15,5,7 +phelpke01,1986,1,SEA,AL,125,344,69,85,16,4,24,64,2,3,88,96,6,6,0,3,4 +phillto02,1986,1,OAK,AL,118,441,76,113,14,5,5,52,15,10,76,82,0,3,9,3,2 +pittach01,1986,1,MIN,AL,11,21,0,2,0,0,0,0,0,0,0,8,0,0,0,0,0 +plesada01,1986,1,ML4,AL,51,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +plunker01,1986,1,OAK,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +polidgu01,1986,1,CAL,AL,6,19,1,5,1,0,0,1,0,0,1,0,0,0,0,0,2 +porteda02,1986,1,TEX,AL,68,155,21,41,6,0,12,29,1,1,22,51,0,1,0,0,3 +portuma01,1986,1,MIN,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +powelde01,1986,1,LAN,NL,27,14,1,3,3,0,0,0,0,0,0,6,0,0,0,0,0 +powerte01,1986,1,CIN,NL,56,24,3,3,1,0,0,1,1,0,3,12,0,0,3,0,0 +preslji01,1986,1,SEA,AL,155,616,83,163,33,4,27,107,0,4,32,172,3,4,3,5,18 +pricejo02,1986,1,CIN,NL,25,7,0,1,0,0,0,2,0,0,1,1,0,0,0,0,0 +pryorgr01,1986,1,KCA,AL,63,112,7,19,4,0,0,7,1,1,3,14,0,0,2,0,5 +puckeki01,1986,1,MIN,AL,161,680,119,223,37,6,31,96,20,12,34,99,4,7,2,0,14 +puhlte01,1986,1,HOU,NL,81,172,17,42,10,0,3,14,3,2,15,24,1,0,4,2,6 +puleoch01,1986,1,ATL,NL,5,6,0,2,0,0,0,3,0,0,0,3,0,0,1,0,0 +pulidal01,1986,1,NYA,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pyznati01,1986,1,SDN,NL,15,42,3,10,1,0,0,0,2,0,4,11,0,1,0,0,2 +quinolu01,1986,1,SFN,NL,71,106,13,19,1,3,0,11,3,1,3,17,1,1,4,1,1 +quinore01,1986,1,BOS,AL,62,190,26,45,12,1,2,15,3,2,19,26,0,3,2,1,7 +quinore01,1986,2,SEA,AL,36,122,6,23,4,0,0,7,1,1,5,31,0,0,3,1,0 +quirkja01,1986,1,KCA,AL,80,219,24,47,10,0,8,26,0,1,17,41,3,1,0,1,4 +quiseda01,1986,1,KCA,AL,62,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +raineti01,1986,1,MON,NL,151,580,91,194,35,10,9,62,70,9,78,60,9,2,1,3,6 +ramirra01,1986,1,ATL,NL,134,496,57,119,21,1,8,33,19,8,21,60,1,3,7,3,16 +ramosdo01,1986,1,SEA,AL,49,99,8,18,2,0,0,5,0,1,8,13,0,1,2,0,7 +randowi01,1986,1,NYA,AL,141,492,76,136,15,2,5,50,15,2,94,49,0,3,8,4,11 +rasmude01,1986,1,NYA,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rawlesh01,1986,1,PHI,NL,23,52,5,9,2,0,0,1,0,0,1,18,0,0,10,1,2 +rayfofl01,1986,1,BAL,AL,81,210,15,37,4,0,8,19,0,0,15,50,0,0,3,0,7 +rayjo01,1986,1,PIT,NL,155,579,67,174,33,0,7,78,6,9,58,47,10,3,1,7,21 +readyra01,1986,1,ML4,AL,23,79,8,15,4,0,1,4,2,0,9,9,0,0,1,0,3 +readyra01,1986,2,SDN,NL,1,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +reardje01,1986,1,MON,NL,62,8,0,1,0,0,0,0,0,0,0,6,0,0,1,0,0 +redusga01,1986,1,PHI,NL,90,340,62,84,22,4,11,33,25,7,47,78,4,3,1,1,2 +reedje01,1986,1,SEA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reedje02,1986,1,MIN,AL,68,165,13,39,6,1,2,9,1,0,16,19,0,1,3,0,2 +renteri01,1986,1,PIT,NL,10,12,2,3,1,0,0,1,0,0,0,4,0,0,0,0,0 +reuscri01,1986,1,PIT,NL,43,70,7,11,2,0,0,6,0,0,3,19,0,0,8,0,0 +reussje01,1986,1,LAN,NL,19,20,0,5,1,0,0,0,0,0,1,6,0,0,0,0,0 +reynocr01,1986,1,HOU,NL,114,313,32,78,7,3,6,41,3,1,12,31,5,0,1,3,8 +reynoha01,1986,1,SEA,AL,126,445,46,99,19,4,1,24,30,12,29,42,0,3,9,0,6 +reynorj01,1986,1,PIT,NL,118,402,63,108,30,2,9,48,16,9,40,78,4,1,3,2,10 +reynoro02,1986,1,PHI,NL,43,126,8,27,4,0,3,10,0,0,5,30,0,0,0,1,4 +rhoderi01,1986,1,PIT,NL,41,90,9,25,9,0,1,10,0,1,3,13,0,0,7,1,5 +riceji01,1986,1,BOS,AL,157,618,98,200,39,2,20,110,0,1,62,78,5,4,0,9,19 +righeda01,1986,1,NYA,AL,74,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rijojo01,1986,1,OAK,AL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rileser01,1986,1,ML4,AL,145,524,69,132,24,2,9,47,7,7,54,80,0,1,6,3,14 +rileyge01,1986,1,MON,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ripkeca01,1986,1,BAL,AL,162,627,98,177,35,1,25,81,4,2,70,60,5,4,0,6,19 +rittere01,1986,1,CLE,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +riverlu01,1986,1,MON,NL,55,166,20,34,11,1,0,13,1,1,17,33,0,2,1,1,1 +roberbe01,1986,1,MON,NL,21,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +roberbi01,1986,1,SDN,NL,101,241,34,61,5,2,1,12,14,12,14,29,1,0,2,1,2 +robidbi01,1986,1,ML4,AL,56,181,15,41,8,0,1,21,0,0,33,36,1,0,0,1,8 +robindo01,1986,1,PIT,NL,50,6,1,4,1,0,0,1,0,0,0,1,0,0,0,0,0 +robinje01,1986,1,SFN,NL,65,15,0,1,0,0,0,2,0,0,0,7,0,0,1,1,0 +robinro01,1986,1,CIN,NL,70,14,1,1,0,0,0,0,0,0,0,3,0,0,0,0,1 +rodriri01,1986,1,OAK,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodriru01,1986,1,PIT,NL,2,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +roeniga01,1986,1,NYA,AL,69,136,11,36,5,0,3,18,1,1,27,30,0,1,0,1,1 +roeniro01,1986,1,PHI,NL,102,275,42,68,13,1,5,42,2,2,61,52,4,0,4,3,4 +rohnda01,1986,1,CLE,AL,6,10,1,2,0,0,0,2,0,0,1,1,0,0,0,0,0 +romanjo02,1986,1,CLE,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +romanro01,1986,1,CAL,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +romered01,1986,1,BOS,AL,100,233,41,49,11,0,2,23,2,0,18,16,0,2,7,3,5 +rominke01,1986,1,BOS,AL,35,35,6,9,2,0,0,2,2,0,3,9,0,0,1,0,1 +rosepe01,1986,1,CIN,NL,72,237,15,52,8,2,0,25,3,0,30,31,0,4,0,1,2 +rowdowa01,1986,1,CIN,NL,38,80,9,20,5,1,0,10,2,0,9,17,0,1,1,1,0 +roystje01,1986,1,SDN,NL,118,257,31,66,12,0,5,26,3,5,32,45,3,0,6,3,6 +rozemda01,1986,1,TEX,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ruckeda01,1986,1,PHI,NL,19,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ruffibr01,1986,1,PHI,NL,21,55,2,4,1,0,0,2,0,0,0,32,0,0,1,0,2 +ruhleve01,1986,1,CAL,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rungepa01,1986,1,ATL,NL,7,8,1,2,0,0,0,0,0,0,2,4,0,0,0,0,1 +runneto01,1986,1,CIN,NL,12,11,1,1,1,0,0,0,0,0,0,2,0,0,0,0,1 +russebi01,1986,1,LAN,NL,105,216,21,54,11,0,0,18,7,0,15,23,2,2,7,2,6 +russeje01,1986,1,TEX,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +russejo02,1986,1,PHI,NL,93,315,35,76,21,2,13,60,0,1,25,103,2,3,1,4,6 +ruthvdi01,1986,1,CHN,NL,6,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +ryalma01,1986,1,CAL,AL,13,32,6,12,0,0,2,5,1,0,2,4,1,0,0,0,1 +ryanno01,1986,1,HOU,NL,30,59,1,6,0,0,0,5,0,1,1,22,0,0,3,0,2 +saberbr01,1986,1,KCA,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sakatle01,1986,1,OAK,AL,17,34,4,12,2,0,0,5,0,1,3,6,0,0,0,1,1 +salasma01,1986,1,MIN,AL,91,258,28,60,7,4,8,33,3,1,18,32,2,1,5,3,8 +salazan01,1986,1,KCA,AL,117,298,24,73,20,2,0,24,1,1,7,47,0,2,5,1,3 +salazlu01,1986,1,CHA,AL,4,7,1,1,0,0,0,0,0,0,1,3,0,0,0,0,0 +sambijo01,1986,1,BOS,AL,53,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +samplbi01,1986,1,ATL,NL,92,200,23,57,11,0,6,14,4,2,14,26,1,3,2,2,0 +samueju01,1986,1,PHI,NL,145,591,90,157,36,12,16,78,42,14,26,142,3,8,1,7,8 +sanchal01,1986,1,MIN,AL,8,16,1,2,0,0,0,1,0,0,1,8,0,0,0,0,2 +sandbry01,1986,1,CHN,NL,154,627,68,178,28,5,14,76,34,11,46,79,6,0,3,6,11 +sandesc01,1986,1,CHN,NL,38,51,1,3,1,0,0,2,0,0,0,23,0,1,6,0,0 +santara01,1986,1,NYN,NL,139,394,38,86,11,0,1,28,0,0,36,43,12,2,1,3,15 +santibe01,1986,1,SDN,NL,17,62,10,18,2,0,3,6,0,1,2,12,0,0,0,1,0 +sauveri01,1986,1,PIT,NL,3,3,0,1,0,0,0,0,0,0,0,1,0,0,1,0,0 +saxda01,1986,1,BOS,AL,4,11,1,5,1,0,1,1,0,0,0,1,0,0,0,0,0 +saxst01,1986,1,LAN,NL,157,633,91,210,43,4,6,56,40,17,59,58,5,3,6,3,12 +schatda01,1986,1,MON,NL,33,21,5,9,1,1,1,2,0,0,5,8,0,0,0,0,0 +schatda01,1986,2,PHI,NL,25,5,0,1,1,0,0,0,0,0,0,2,0,0,0,0,0 +scherbi01,1986,1,DET,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schirca01,1986,1,BOS,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schmida01,1986,1,CHA,AL,49,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schmimi01,1986,1,PHI,NL,160,552,97,160,29,1,37,119,1,2,89,84,25,7,0,9,8 +schofdi02,1986,1,CAL,AL,139,458,67,114,17,6,13,57,23,5,48,55,2,5,9,9,8 +schrobi01,1986,1,ML4,AL,64,217,32,46,14,0,7,19,1,0,9,59,0,6,4,1,3 +schroke01,1986,1,CLE,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schuldo01,1986,1,CLE,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schuri01,1986,1,PHI,NL,92,208,32,57,10,1,8,25,2,2,18,44,1,2,3,2,1 +sciosmi01,1986,1,LAN,NL,122,374,36,94,18,1,5,26,3,3,62,23,4,3,6,4,11 +scottmi03,1986,1,HOU,NL,38,95,7,12,2,0,0,3,0,0,2,48,0,0,10,0,0 +scurrro01,1986,1,NYA,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +searara01,1986,1,ML4,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +searara01,1986,2,CHA,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +seaveto01,1986,1,CHA,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +seaveto01,1986,2,BOS,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sebrabo01,1986,1,MON,NL,18,29,2,6,1,0,0,0,0,0,1,5,0,0,0,0,1 +seela01,1986,1,LAN,NL,13,20,1,5,2,0,0,2,0,0,2,7,0,0,0,0,0 +seitzke01,1986,1,KCA,AL,28,96,16,31,4,1,2,11,0,0,19,14,0,1,0,0,0 +selleje01,1986,1,BOS,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sheetla01,1986,1,BAL,AL,112,338,42,92,17,1,18,60,2,0,21,56,3,2,1,2,16 +shelbjo01,1986,1,BAL,AL,135,404,54,92,14,4,11,49,18,6,18,75,0,2,2,2,3 +shephro01,1986,1,TOR,AL,65,69,16,14,4,0,2,4,0,0,3,22,0,0,1,0,1 +sheripa01,1986,1,DET,AL,98,236,41,56,9,1,6,19,9,2,21,57,4,1,2,2,3 +shielst01,1986,1,ATL,NL,6,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +shielst01,1986,2,KCA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shiplcr01,1986,1,LAN,NL,12,27,3,3,1,0,0,4,0,0,2,5,1,1,1,0,1 +shirlbo01,1986,1,NYA,AL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shower01,1986,1,SDN,NL,24,43,2,7,2,0,0,1,0,0,1,14,0,0,3,0,0 +sierrru01,1986,1,TEX,AL,113,382,50,101,13,10,16,55,7,8,22,65,3,1,1,5,8 +simmote01,1986,1,ATL,NL,76,127,14,32,5,0,4,25,1,0,12,14,5,1,0,4,1 +siskdo01,1986,1,NYN,NL,41,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +skinnjo01,1986,1,CHA,AL,60,149,17,30,5,1,4,20,1,0,9,43,0,1,2,1,2 +skinnjo01,1986,2,NYA,AL,54,166,6,43,4,0,1,17,0,4,7,40,0,0,0,1,4 +slatoji01,1986,1,CAL,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +slatoji01,1986,2,DET,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +slaugdo01,1986,1,TEX,AL,95,314,39,83,17,1,13,46,3,2,16,59,0,5,3,3,8 +smallro02,1986,1,MIN,AL,143,459,59,113,20,4,20,57,1,3,68,80,4,0,1,2,10 +smilejo01,1986,1,PIT,NL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithbr01,1986,1,MON,NL,30,58,3,8,1,0,1,7,0,0,4,17,0,0,5,0,0 +smithda02,1986,1,HOU,NL,54,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithle02,1986,1,CHN,NL,66,5,0,0,0,0,0,0,0,0,0,5,0,0,0,0,0 +smithlo01,1986,1,KCA,AL,134,508,80,146,25,7,8,44,26,9,46,78,0,10,2,2,10 +smithmi03,1986,1,MIN,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithmi04,1986,1,CIN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithoz01,1986,1,SLN,NL,153,514,67,144,19,4,0,54,31,7,79,27,13,2,11,3,9 +smithro01,1986,1,MIN,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithza01,1986,1,ATL,NL,43,59,2,5,0,0,0,3,0,0,2,19,0,0,9,0,0 +snellna01,1986,1,BAL,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +snydeco02,1986,1,CLE,AL,103,416,58,113,21,1,24,69,2,3,16,123,0,0,1,0,8 +soffra01,1986,1,SLN,NL,30,2,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +solanju01,1986,1,HOU,NL,16,6,0,0,0,0,0,0,0,0,0,5,0,0,1,0,0 +sotoma01,1986,1,CIN,NL,20,27,2,3,1,0,0,1,0,0,0,6,0,0,6,0,0 +speckcl01,1986,1,ATL,NL,13,3,0,0,0,0,0,0,0,0,1,3,0,0,1,0,0 +speiech01,1986,1,CHN,NL,95,155,21,44,8,0,6,23,2,2,15,32,3,1,4,1,4 +spilmha01,1986,1,DET,AL,24,49,6,12,2,0,3,8,0,0,3,8,0,0,1,0,1 +spilmha01,1986,2,SFN,NL,58,94,12,27,7,0,2,22,0,0,12,13,3,0,0,0,0 +stanlbo01,1986,1,BOS,AL,66,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stanlmi02,1986,1,TEX,AL,15,30,4,10,3,0,1,1,1,0,3,7,0,0,0,0,0 +staplda01,1986,1,BOS,AL,39,39,4,5,1,0,0,3,0,0,2,10,0,0,1,0,1 +stclara01,1986,1,MON,NL,11,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +stefejo01,1986,1,BAL,AL,52,120,14,28,2,0,2,13,0,1,16,25,0,0,0,1,1 +steinte01,1986,1,OAK,AL,6,15,3,5,0,0,2,4,0,0,1,0,0,0,0,0,0 +stenhmi01,1986,1,BOS,AL,21,21,1,2,1,0,0,1,0,0,12,5,0,0,1,0,1 +stewada01,1986,1,PHI,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stewada01,1986,2,OAK,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stewasa01,1986,1,BOS,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stiebda01,1986,1,TOR,AL,38,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stillku01,1986,1,CIN,NL,104,279,31,64,6,1,0,26,6,2,30,47,1,2,4,0,5 +stoddbo01,1986,1,SDN,NL,18,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +stoddti01,1986,1,SDN,NL,30,4,1,1,0,0,1,1,0,0,0,2,0,0,0,0,0 +stoddti01,1986,2,NYA,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stoneje01,1986,1,PHI,NL,82,249,32,69,6,4,6,19,19,6,20,52,0,4,2,0,3 +strawda01,1986,1,NYN,NL,136,475,76,123,27,5,27,93,28,12,72,141,9,6,0,9,4 +stubbfr01,1986,1,LAN,NL,132,420,55,95,11,1,23,58,7,1,37,107,11,2,4,2,9 +sullima02,1986,1,BOS,AL,41,119,15,23,4,0,1,14,0,0,7,32,0,4,3,1,1 +sundbji01,1986,1,KCA,AL,140,429,41,91,9,1,12,42,1,1,57,91,1,0,2,3,7 +sutclri01,1986,1,CHN,NL,29,53,3,11,2,0,1,4,0,0,2,13,0,1,4,0,1 +suttebr01,1986,1,ATL,NL,16,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +suttodo01,1986,1,CAL,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sveumda01,1986,1,ML4,AL,91,317,35,78,13,2,7,35,4,3,32,63,0,1,5,1,7 +swaggbi01,1986,1,BAL,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +swiftbi02,1986,1,SEA,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +swindgr01,1986,1,CLE,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tablepa01,1986,1,CLE,AL,130,473,61,154,29,2,6,48,3,1,29,75,3,3,2,1,11 +tananfr01,1986,1,DET,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tartada01,1986,1,SEA,AL,137,511,76,138,25,6,25,96,4,8,61,157,2,1,2,3,10 +tarvela01,1986,1,BOS,AL,13,25,3,3,0,0,0,1,0,1,1,4,0,0,0,0,0 +taylodw01,1986,1,KCA,AL,4,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tejadwi01,1986,1,MON,NL,10,25,1,6,1,0,0,2,0,0,2,8,1,0,0,0,1 +tekulke01,1986,1,PHI,NL,73,5,1,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +templga01,1986,1,SDN,NL,147,510,42,126,21,2,2,44,10,5,35,86,21,1,1,2,12 +terrewa01,1986,1,DET,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +terrysc01,1986,1,CIN,NL,30,4,3,1,0,0,0,0,0,0,1,1,0,0,1,0,0 +tettlmi01,1986,1,OAK,AL,90,211,26,43,9,0,10,35,7,1,39,51,0,1,7,4,3 +teufeti01,1986,1,NYN,NL,93,279,35,69,20,1,4,31,1,2,32,42,1,1,3,3,6 +tewksbo01,1986,1,NYA,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thigpbo01,1986,1,CHA,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thomaan01,1986,1,ATL,NL,102,323,26,81,17,2,6,32,4,6,8,49,2,0,2,2,14 +thomago01,1986,1,SEA,AL,57,170,24,33,4,0,10,26,1,2,27,55,3,1,1,0,2 +thomago01,1986,2,ML4,AL,44,145,21,26,4,1,6,10,2,2,31,50,1,0,2,0,3 +thompja01,1986,1,MON,NL,30,51,6,10,4,0,0,4,0,1,18,12,2,0,0,0,0 +thompmi02,1986,1,PHI,NL,96,299,38,75,7,1,6,23,19,4,26,62,1,1,4,2,4 +thompro01,1986,1,SFN,NL,149,549,73,149,27,3,7,47,12,15,42,112,0,5,18,1,11 +thondi01,1986,1,HOU,NL,106,278,24,69,13,1,3,21,6,5,29,49,5,0,1,1,8 +thornan01,1986,1,CLE,AL,120,401,49,92,14,0,17,66,4,1,65,67,0,1,0,8,11 +thurmma01,1986,1,SDN,NL,18,24,0,6,1,0,0,6,0,0,0,3,0,0,2,0,1 +thurmma01,1986,2,DET,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tibbsja01,1986,1,MON,NL,36,54,2,7,1,0,0,0,0,0,4,31,0,0,4,0,0 +tillmru01,1986,1,OAK,AL,22,39,6,10,1,0,1,6,2,0,3,11,0,0,0,0,0 +tolivfr01,1986,1,PHI,NL,5,6,0,0,0,0,0,0,1,0,1,1,0,1,0,0,0 +tollewa01,1986,1,CHA,AL,81,260,39,65,7,3,3,29,13,6,38,43,0,0,9,3,3 +tollewa01,1986,2,NYA,AL,60,215,22,61,9,2,0,14,4,4,14,33,0,2,4,1,3 +tolmati01,1986,1,DET,AL,16,34,4,6,1,0,0,2,1,1,6,4,0,0,2,1,0 +tomlida01,1986,1,MON,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +trabeji01,1986,1,BAL,AL,65,212,28,54,7,0,13,44,0,0,18,31,2,5,0,5,6 +trammal01,1986,1,DET,AL,151,574,107,159,33,7,21,75,25,12,59,57,4,5,11,4,7 +trevial01,1986,1,LAN,NL,89,202,31,53,13,0,4,26,0,0,27,35,2,1,2,1,6 +trillma01,1986,1,CHN,NL,81,152,22,45,10,0,1,19,0,2,16,21,0,0,2,2,2 +troutst01,1986,1,CHN,NL,37,43,5,9,1,0,0,3,0,0,1,15,0,0,4,0,1 +trujimi01,1986,1,BOS,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +trujimi01,1986,2,SEA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tudorjo01,1986,1,SLN,NL,30,72,6,11,1,0,0,6,0,0,1,22,0,0,13,1,0 +upshawi01,1986,1,TOR,AL,155,573,85,144,28,6,9,60,23,5,78,87,4,2,4,4,5 +uribejo01,1986,1,SFN,NL,157,453,46,101,15,1,3,43,22,11,61,76,19,0,3,0,2 +valdese01,1986,1,MON,NL,5,8,0,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +valenfe01,1986,1,LAN,NL,39,109,5,24,4,0,0,7,0,0,0,11,0,0,6,1,1 +valleda01,1986,1,SEA,AL,22,53,10,18,3,0,5,15,0,0,7,7,0,0,0,0,2 +vandeed01,1986,1,LAN,NL,60,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +vangoda01,1986,1,CIN,NL,9,10,0,0,0,0,0,0,0,0,1,2,0,0,0,0,1 +vanslan01,1986,1,SLN,NL,137,418,48,113,23,7,13,61,21,8,47,85,5,1,1,3,2 +venabma01,1986,1,CIN,NL,108,147,17,31,7,1,2,15,7,2,17,24,2,0,2,2,0 +violafr01,1986,1,MIN,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +virgioz02,1986,1,ATL,NL,114,359,45,80,9,0,15,48,1,0,63,73,5,4,2,3,9 +vonohda01,1986,1,OAK,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vosbeed01,1986,1,SDN,NL,5,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +vuckope01,1986,1,ML4,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +walkbo01,1986,1,PIT,NL,44,39,2,6,3,0,0,7,0,2,1,11,0,0,1,1,0 +walkech01,1986,1,CHN,NL,28,101,21,28,3,2,1,7,15,4,10,20,0,0,0,1,3 +walkegr01,1986,1,CHA,AL,78,282,37,78,10,6,13,51,1,2,29,44,4,2,0,3,4 +walketo03,1986,1,HOU,NL,84,90,19,20,7,0,2,10,11,3,11,15,2,0,0,0,3 +wallati01,1986,1,MON,NL,134,480,50,112,22,1,18,71,8,4,44,72,8,10,0,5,16 +wallide01,1986,1,HOU,NL,130,382,54,119,23,1,13,58,1,1,36,31,5,0,0,4,8 +waltege01,1986,1,SDN,NL,57,10,0,2,1,0,0,0,0,0,1,4,0,0,2,0,0 +warddu01,1986,1,ATL,NL,10,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +warddu01,1986,2,TOR,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wardga01,1986,1,TEX,AL,105,380,54,120,15,2,5,51,12,8,31,72,3,4,1,2,10 +washicl01,1986,1,ATL,NL,40,137,17,37,11,0,5,14,4,7,14,26,0,0,1,1,4 +washicl01,1986,2,NYA,AL,54,135,19,32,5,0,6,16,6,1,7,33,0,2,0,0,3 +washiro01,1986,1,MIN,AL,48,74,15,19,3,0,4,11,1,2,3,21,0,0,2,2,0 +washiul01,1986,1,PIT,NL,72,135,14,27,0,4,0,10,6,0,15,27,2,0,4,1,1 +wasinma01,1986,1,SDN,NL,3,8,0,0,0,0,0,1,0,0,0,2,0,0,1,0,0 +webstmi01,1986,1,MON,NL,151,576,89,167,31,13,8,49,36,15,57,78,4,4,3,5,9 +wegmabi01,1986,1,ML4,AL,37,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +welchbo01,1986,1,LAN,NL,35,76,2,8,0,0,1,4,0,0,4,23,0,1,5,0,0 +wellmbr01,1986,1,SFN,NL,12,13,0,2,0,0,0,1,0,0,1,2,0,0,0,0,0 +welshch01,1986,1,CIN,NL,24,42,3,5,2,0,1,4,1,0,2,19,0,0,4,0,0 +whitalo01,1986,1,DET,AL,144,584,95,157,26,6,20,73,13,8,63,70,5,0,0,4,20 +whitede03,1986,1,CAL,AL,29,51,8,12,1,1,1,3,6,0,6,8,0,0,0,0,0 +whitefr01,1986,1,KCA,AL,151,566,76,154,37,3,22,84,4,4,43,88,5,2,2,7,10 +whiteje01,1986,1,SLN,NL,25,24,1,3,0,0,1,3,0,0,2,3,0,0,1,2,1 +whitfte01,1986,1,LAN,NL,19,14,0,1,0,0,0,0,0,0,5,2,2,0,0,0,1 +whitsed01,1986,1,NYA,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +whitsed01,1986,2,SDN,NL,17,18,1,3,0,0,0,0,0,0,0,8,0,0,2,0,0 +whitter01,1986,1,TOR,AL,131,395,48,106,19,2,16,56,0,1,35,39,3,0,0,3,11 +wiggial01,1986,1,BAL,AL,71,239,30,60,3,1,0,11,21,7,22,20,0,0,5,4,0 +wilcomi01,1986,1,SEA,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wilforo01,1986,1,CAL,AL,92,288,25,63,11,3,3,33,1,4,16,34,2,2,8,2,4 +wilkecu01,1986,1,TEX,AL,110,236,27,56,10,3,0,15,9,7,11,42,0,1,0,1,2 +willaje01,1986,1,OAK,AL,75,161,17,43,7,0,4,26,0,1,22,28,0,2,4,4,4 +willica01,1986,1,CIN,NL,29,3,0,1,0,0,0,0,0,0,0,0,0,0,1,0,1 +willied01,1986,1,CLE,AL,5,7,2,1,0,0,0,1,0,0,0,3,0,0,0,0,0 +willifr01,1986,1,SFN,NL,36,2,0,1,0,0,0,0,0,0,0,1,0,0,1,0,0 +willike02,1986,1,CHA,AL,15,31,2,4,0,0,1,1,1,1,1,11,0,1,0,0,1 +willimi02,1986,1,TEX,AL,80,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +willire01,1986,1,LAN,NL,128,303,35,84,14,2,4,32,9,3,23,57,9,2,9,1,8 +willsfr01,1986,1,CLE,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wilsogl01,1986,1,PHI,NL,155,584,70,158,30,4,15,84,5,1,42,91,1,4,0,9,15 +wilsomo01,1986,1,NYN,NL,123,381,61,110,17,5,9,45,25,7,32,72,5,1,0,1,5 +wilsowi02,1986,1,KCA,AL,156,631,77,170,20,7,9,44,34,8,31,97,1,9,3,1,6 +winero01,1986,1,HOU,NL,9,12,2,3,1,0,0,0,0,0,1,4,0,0,0,0,0 +winfida01,1986,1,NYA,AL,154,565,90,148,31,5,24,104,6,5,77,106,9,2,2,6,20 +winnihe01,1986,1,MON,NL,90,185,23,40,6,3,4,11,12,7,18,51,3,0,1,0,4 +winnji01,1986,1,PIT,NL,50,16,1,1,1,0,0,0,0,0,1,8,0,0,1,0,1 +wittbo01,1986,1,TEX,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wittmi01,1986,1,CAL,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wohlfji01,1986,1,MON,NL,70,94,10,25,4,2,1,11,0,2,9,17,3,0,2,1,2 +wojnaed01,1986,1,SDN,NL,7,14,1,2,0,0,0,0,0,0,0,11,0,0,2,0,1 +woodami01,1986,1,SFN,NL,48,79,14,20,2,1,1,5,7,2,10,9,0,0,1,0,0 +woodsal01,1986,1,MIN,AL,23,28,5,9,1,0,2,8,0,0,3,5,0,0,0,1,0 +woodwro01,1986,1,BOS,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +worreto01,1986,1,SLN,NL,74,7,0,1,0,1,0,0,0,0,0,5,0,0,0,0,0 +wrighge03,1986,1,TEX,AL,49,106,10,23,3,1,2,7,3,5,4,23,1,1,0,1,2 +wrighge03,1986,2,MON,NL,56,117,12,22,5,2,0,5,1,1,11,28,0,1,1,3,3 +wrighri01,1986,1,TEX,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wynegbu01,1986,1,NYA,AL,61,194,19,40,4,1,7,29,0,0,30,21,2,0,0,2,9 +wynnema01,1986,1,SDN,NL,137,288,34,76,19,2,7,37,11,11,15,45,2,1,1,3,5 +yeagest01,1986,1,SEA,AL,50,130,10,27,2,0,2,12,0,0,12,23,0,0,2,1,5 +yettri01,1986,1,CLE,AL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +youmafl01,1986,1,MON,NL,33,75,4,12,0,0,1,7,0,0,5,29,0,0,2,0,0 +youngcu01,1986,1,OAK,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +youngjo02,1986,1,SFN,NL,97,184,20,47,12,0,5,28,1,1,18,34,0,1,2,3,2 +youngma01,1986,1,SEA,AL,65,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +youngmi01,1986,1,BAL,AL,117,369,43,93,15,1,9,42,3,1,49,90,2,3,2,3,13 +yountro01,1986,1,ML4,AL,140,522,82,163,31,7,9,46,14,5,62,73,7,4,5,2,9 +zuvelpa01,1986,1,NYA,AL,21,48,2,4,1,0,0,2,0,0,5,4,0,0,4,0,1 +aasedo01,1987,1,BAL,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +abnersh01,1987,1,SDN,NL,16,47,5,13,3,1,2,7,1,0,2,8,0,0,0,0,0 +ackerji01,1987,1,ATL,NL,68,14,1,3,0,0,0,1,0,0,1,8,0,0,0,0,0 +afenitr01,1987,1,HOU,NL,10,20,1,6,1,0,0,1,0,0,0,12,0,0,0,0,0 +agostju01,1987,1,HOU,NL,27,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +aguaylu01,1987,1,PHI,NL,94,209,25,43,9,1,12,21,0,0,15,56,1,5,3,2,5 +aguilri01,1987,1,NYN,NL,18,40,5,9,1,0,1,3,0,0,1,17,0,0,6,0,0 +akerfda01,1987,1,CLE,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +aldremi01,1987,1,SFN,NL,126,357,50,116,18,2,9,51,6,0,43,50,5,0,4,2,6 +aldrija01,1987,1,ML4,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +alexado01,1987,1,ATL,NL,16,35,1,1,0,0,0,1,0,0,0,13,0,1,6,0,0 +alexado01,1987,2,DET,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +allanan01,1987,1,CLE,AL,50,154,17,41,6,0,3,16,1,1,9,30,0,0,4,5,2 +allenne01,1987,1,CHA,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +allenne01,1987,2,NYA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +almonbi01,1987,1,PIT,NL,19,20,5,4,1,0,0,1,0,0,1,5,0,0,0,0,0 +almonbi01,1987,2,NYN,NL,49,54,8,13,3,0,0,4,1,0,8,16,0,0,0,0,0 +anderal02,1987,1,MIN,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +anderda02,1987,1,LAN,NL,108,265,32,62,12,3,1,13,9,5,24,43,1,1,6,1,2 +anderla02,1987,1,HOU,NL,67,6,1,1,0,0,0,0,0,0,1,4,0,0,0,0,0 +anderri02,1987,1,KCA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +andersc01,1987,1,TEX,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +andujjo01,1987,1,OAK,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +armasto01,1987,1,CAL,AL,28,81,8,16,3,1,3,9,1,0,1,11,0,0,1,1,3 +armstmi01,1987,1,CLE,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +arnolto01,1987,1,BAL,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +arnsbbr01,1987,1,NYA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ashbyal01,1987,1,HOU,NL,125,386,53,111,16,0,14,63,0,1,50,52,2,1,0,4,14 +assenpa01,1987,1,ATL,NL,52,4,1,0,0,0,0,0,0,0,1,2,0,0,2,0,0 +atherke01,1987,1,MIN,AL,59,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +backmwa01,1987,1,NYN,NL,94,300,43,75,6,1,1,23,11,3,25,43,0,0,9,1,5 +bailema01,1987,1,HOU,NL,35,64,5,13,1,0,0,3,1,0,10,21,0,0,1,0,3 +bailesc01,1987,1,CLE,AL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +baineha01,1987,1,CHA,AL,132,505,59,148,26,4,20,93,0,0,46,82,2,1,0,2,12 +bairdo01,1987,1,PHI,NL,11,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +bakerdo01,1987,1,DET,AL,8,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +balbost01,1987,1,KCA,AL,121,386,44,80,11,1,24,60,0,0,34,97,1,2,0,3,11 +ballaje01,1987,1,BAL,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +balleja01,1987,1,CHN,NL,23,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +bandoch01,1987,1,CLE,AL,89,211,20,46,9,0,5,16,0,0,12,28,0,0,6,0,6 +bankhsc01,1987,1,SEA,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bannifl01,1987,1,CHA,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barfije01,1987,1,TOR,AL,159,590,89,155,25,3,28,84,3,5,58,141,7,3,1,2,13 +barkele01,1987,1,ML4,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barnesk01,1987,1,SLN,NL,4,4,1,1,0,0,1,3,0,0,0,0,0,0,0,0,0 +barrema02,1987,1,BOS,AL,137,559,72,164,23,0,3,43,15,2,51,38,0,1,22,5,11 +basske01,1987,1,HOU,NL,157,592,83,168,31,5,19,85,21,8,53,77,13,4,0,5,15 +baylodo01,1987,1,BOS,AL,108,339,64,81,8,0,16,57,5,2,40,47,3,24,0,6,10 +baylodo01,1987,2,MIN,AL,20,49,3,14,1,0,0,6,0,1,5,12,0,4,0,0,3 +beanbi01,1987,1,DET,AL,26,66,6,17,2,0,0,4,1,1,5,11,0,0,0,0,1 +beanebi01,1987,1,MIN,AL,12,15,1,4,2,0,0,1,0,0,0,6,0,0,0,0,0 +bedrost01,1987,1,PHI,NL,65,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +belchti01,1987,1,LAN,NL,6,10,0,2,0,0,0,1,0,0,0,4,0,0,0,0,0 +bellbu01,1987,1,CIN,NL,143,522,74,148,19,2,17,70,4,1,71,39,3,1,1,2,14 +beller01,1987,1,BAL,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bellge02,1987,1,TOR,AL,156,610,111,188,32,4,47,134,5,1,39,75,9,7,0,9,17 +bellira01,1987,1,PIT,NL,81,203,26,42,4,3,1,15,5,1,20,25,6,3,2,1,4 +bellja01,1987,1,CLE,AL,38,125,14,27,9,1,2,13,2,0,8,31,0,1,3,0,0 +bellte01,1987,1,ATL,NL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +benedbr01,1987,1,ATL,NL,37,95,4,14,1,0,1,5,0,1,17,15,0,0,2,0,2 +beniqju01,1987,1,KCA,AL,57,174,14,41,7,0,3,26,0,0,11,26,1,1,2,2,9 +beniqju01,1987,2,TOR,AL,39,81,6,23,5,1,5,21,0,0,5,13,0,1,0,1,3 +benzito01,1987,1,BOS,AL,73,223,36,62,11,1,8,43,5,4,22,41,3,2,3,3,5 +berenju01,1987,1,MIN,AL,47,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bergmda01,1987,1,DET,AL,91,172,25,47,7,3,6,22,0,1,30,23,4,1,1,3,1 +bernato01,1987,1,CLE,AL,79,293,39,70,12,1,11,30,7,4,25,49,2,1,4,1,4 +bernato01,1987,2,OAK,AL,61,214,34,57,14,1,3,19,4,4,30,30,0,0,3,2,6 +berrada01,1987,1,HOU,NL,19,45,3,8,3,0,0,2,0,0,8,12,3,0,0,1,0 +berryda01,1987,1,CHN,NL,12,28,2,5,1,0,0,1,0,1,3,5,0,0,0,0,1 +biancbu01,1987,1,KCA,AL,37,47,4,10,1,0,1,7,0,0,1,10,0,0,1,0,1 +biancbu01,1987,2,HOU,NL,18,24,1,1,0,0,0,0,0,0,1,12,0,0,0,0,0 +bielemi01,1987,1,PIT,NL,8,16,0,1,0,0,0,0,0,0,0,8,0,0,2,0,0 +birkbmi01,1987,1,ML4,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bittije01,1987,1,MIN,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +blackbu02,1987,1,KCA,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +blausje01,1987,1,ATL,NL,51,165,11,40,6,3,2,15,7,3,18,34,1,3,1,0,4 +blylebe01,1987,1,MIN,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bochybr01,1987,1,SDN,NL,38,75,8,12,3,0,2,11,0,1,11,21,1,0,0,1,3 +bockura01,1987,1,SFN,NL,12,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +boddimi01,1987,1,BAL,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +boevejo01,1987,1,ATL,NL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +boggswa01,1987,1,BOS,AL,147,551,108,200,40,6,24,89,1,3,105,48,19,2,1,8,13 +boltoto01,1987,1,BOS,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bondsba01,1987,1,PIT,NL,150,551,99,144,34,9,25,59,32,10,54,88,3,3,0,3,4 +bonilbo01,1987,1,PIT,NL,141,466,58,140,33,3,15,77,3,5,39,64,4,2,0,8,8 +bonilju01,1987,1,NYA,AL,23,55,6,14,3,0,1,3,0,0,5,6,0,0,3,0,2 +bookegr01,1987,1,SDN,NL,44,6,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +bookero01,1987,1,SLN,NL,44,47,9,13,1,1,0,8,2,0,7,7,1,0,2,0,0 +boonebo01,1987,1,CAL,AL,128,389,42,94,18,0,3,33,0,2,35,36,0,1,14,3,10 +bordiri01,1987,1,NYA,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bosioch01,1987,1,ML4,AL,46,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bosleth01,1987,1,KCA,AL,80,140,13,39,6,1,1,16,0,0,9,26,2,0,1,2,2 +bostoda01,1987,1,CHA,AL,103,337,51,87,21,2,10,29,12,6,25,68,2,0,4,3,5 +boydoi01,1987,1,BOS,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bradlph01,1987,1,SEA,AL,158,603,101,179,38,10,14,67,40,10,84,119,2,8,1,5,18 +bradlsc01,1987,1,SEA,AL,102,342,34,95,15,1,5,43,0,1,15,18,1,3,2,4,13 +bragggl01,1987,1,ML4,AL,132,505,67,136,28,7,13,77,12,5,47,96,7,4,2,7,20 +brantmi01,1987,1,SEA,AL,92,351,52,106,23,2,14,54,13,4,24,44,0,0,0,3,2 +breamsi01,1987,1,PIT,NL,149,516,64,142,25,3,13,65,9,8,49,69,11,0,3,4,19 +brenlbo01,1987,1,SFN,NL,123,375,55,100,19,1,18,51,10,7,47,85,3,3,3,6,5 +brettge01,1987,1,KCA,AL,115,427,71,124,18,2,22,78,6,3,72,47,14,1,0,8,10 +brockgr01,1987,1,ML4,AL,141,532,81,159,29,3,13,85,5,4,57,63,4,6,4,3,9 +brookhu01,1987,1,MON,NL,112,430,57,113,22,3,14,72,4,3,24,72,2,1,0,4,7 +brookto01,1987,1,DET,AL,143,444,59,107,15,3,13,59,7,4,33,63,3,2,9,2,8 +browebo01,1987,1,TEX,AL,127,303,63,79,10,3,14,46,15,9,36,66,0,0,9,1,2 +brownch02,1987,1,SFN,NL,38,132,17,32,6,0,6,17,1,3,9,16,1,3,0,0,7 +brownch02,1987,2,SDN,NL,44,155,17,36,3,0,6,23,3,1,11,30,0,3,3,1,7 +browncu03,1987,1,MON,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brownje01,1987,1,TEX,AL,132,454,63,123,16,6,1,38,27,17,61,50,0,2,7,2,6 +brownmi01,1987,1,SEA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brownto05,1987,1,CIN,NL,34,52,2,8,2,0,0,6,1,0,3,21,0,0,6,0,1 +brumlmi02,1987,1,CHN,NL,39,104,8,21,2,2,1,9,7,1,10,30,1,1,1,1,2 +brunato01,1987,1,MIN,AL,155,532,83,138,22,2,32,85,11,11,74,104,5,4,0,4,12 +bryanra01,1987,1,LAN,NL,46,69,7,17,2,1,2,10,2,1,10,24,2,1,0,1,0 +bucknbi01,1987,1,BOS,AL,75,286,23,78,6,1,2,42,1,3,13,19,1,0,0,5,10 +bucknbi01,1987,2,CAL,AL,57,183,16,56,12,1,3,32,1,0,9,7,1,0,1,1,3 +buechst01,1987,1,TEX,AL,136,363,45,86,20,0,13,50,2,2,28,66,3,1,4,4,7 +buhneja01,1987,1,NYA,AL,7,22,0,5,2,0,0,1,0,0,1,6,0,0,0,0,1 +buicede01,1987,1,CAL,AL,57,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +burkejo03,1987,1,SFN,NL,3,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +burketi01,1987,1,MON,NL,55,10,0,0,0,0,0,0,0,0,0,6,0,0,2,0,0 +burksel01,1987,1,BOS,AL,133,558,94,152,30,2,20,59,27,6,41,98,0,2,4,1,1 +burleri01,1987,1,BAL,AL,62,206,26,43,14,1,2,14,0,2,17,30,0,3,6,0,7 +burrira01,1987,1,ML4,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bushra01,1987,1,MIN,AL,122,293,46,74,10,2,11,46,10,3,43,49,5,3,5,5,6 +butersa01,1987,1,CIN,NL,5,11,1,2,0,0,1,2,0,0,1,6,0,0,0,0,0 +butersa01,1987,2,MIN,AL,51,111,7,19,5,0,1,12,0,0,7,16,0,0,2,2,7 +butlebr01,1987,1,CLE,AL,137,522,91,154,25,8,9,41,33,16,91,55,0,1,2,2,3 +byersra01,1987,1,SDN,NL,10,16,1,5,1,0,0,1,1,0,1,5,0,0,0,0,0 +cadargr01,1987,1,OAK,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +caldeiv01,1987,1,CHA,AL,144,542,93,159,38,2,28,83,10,5,60,109,6,1,0,4,13 +calhoje01,1987,1,PHI,NL,42,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +camacer01,1987,1,CLE,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +caminke01,1987,1,HOU,NL,63,203,10,50,7,1,3,23,0,0,12,44,1,0,2,1,6 +campbbi02,1987,1,MON,NL,7,1,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +campbmi01,1987,1,SEA,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +candaca01,1987,1,MON,NL,138,449,62,122,23,4,1,23,7,10,38,28,3,2,4,2,5 +candejo01,1987,1,CAL,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +candejo01,1987,2,NYN,NL,3,5,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +candito01,1987,1,CLE,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cangejo01,1987,1,PIT,NL,104,182,44,50,8,3,4,18,21,6,46,33,1,3,1,1,3 +cansejo01,1987,1,OAK,AL,159,630,81,162,35,3,31,113,15,3,50,157,2,2,0,9,16 +carltst01,1987,1,CLE,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +carltst01,1987,2,MIN,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +carmado01,1987,1,PHI,NL,35,61,2,5,0,0,0,4,0,1,2,23,0,0,10,0,2 +carrema01,1987,1,NYN,NL,9,12,0,3,0,0,0,1,0,1,1,1,0,0,0,0,0 +cartega01,1987,1,NYN,NL,139,523,55,123,18,2,20,83,0,0,42,73,1,1,1,6,14 +cartejo01,1987,1,CLE,AL,149,588,83,155,27,2,32,106,31,6,27,105,6,9,1,4,8 +carych01,1987,1,ATL,NL,13,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +castica01,1987,1,CLE,AL,89,220,27,55,17,0,11,31,1,1,16,52,0,0,1,4,0 +castiju01,1987,1,ML4,AL,116,321,44,72,11,4,3,28,15,7,33,76,0,3,14,1,2 +caudibi01,1987,1,OAK,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ceronri01,1987,1,NYA,AL,113,284,28,69,12,1,4,23,0,1,30,46,0,4,5,4,8 +cerutjo01,1987,1,TOR,AL,44,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ceyro01,1987,1,OAK,AL,45,104,12,23,6,0,4,11,0,0,22,32,1,1,0,1,4 +childro01,1987,1,HOU,NL,32,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chrisjo02,1987,1,SEA,AL,53,132,19,32,6,1,2,12,2,0,12,28,0,0,2,0,3 +ciardma01,1987,1,ML4,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +citarra01,1987,1,CHA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clancji01,1987,1,TOR,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clarkbr01,1987,1,CHA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clarkda05,1987,1,CLE,AL,29,87,11,18,5,0,3,12,1,0,2,24,0,0,0,0,4 +clarkja01,1987,1,SLN,NL,131,419,93,120,23,1,35,106,1,2,136,139,13,0,0,3,5 +clarkst02,1987,1,SEA,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clarkwi02,1987,1,SFN,NL,150,529,89,163,29,5,35,91,5,17,49,98,11,5,3,2,2 +claryma01,1987,1,ATL,NL,7,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clearma01,1987,1,ML4,AL,58,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clemepa01,1987,1,NYA,AL,55,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clemero02,1987,1,BOS,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +codirch01,1987,1,OAK,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +coffmke01,1987,1,ATL,NL,5,10,0,1,0,0,0,0,0,0,1,5,0,0,0,0,0 +colemvi01,1987,1,SLN,NL,151,623,121,180,14,10,3,43,109,22,70,126,0,3,5,1,7 +colesda01,1987,1,DET,AL,53,149,14,27,5,1,4,15,0,1,15,23,1,2,2,1,1 +colesda01,1987,2,PIT,NL,40,119,20,27,8,0,6,24,1,3,19,20,2,1,3,2,3 +collida02,1987,1,CIN,NL,57,85,19,25,5,0,0,5,9,0,11,12,0,2,2,0,1 +comstke01,1987,1,SFN,NL,15,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +comstke01,1987,2,SDN,NL,26,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +conceda01,1987,1,CIN,NL,104,279,32,89,15,0,1,33,4,3,28,24,5,0,1,3,10 +conceon01,1987,1,PIT,NL,1,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +coneda01,1987,1,NYN,NL,21,31,0,2,1,0,0,0,0,0,0,14,0,1,3,0,0 +conroti01,1987,1,SLN,NL,10,15,0,0,0,0,0,0,0,0,0,8,0,0,2,0,1 +cookmi01,1987,1,CAL,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +coopece01,1987,1,ML4,AL,63,250,25,62,13,0,6,36,1,1,17,51,2,0,0,3,4 +corajo01,1987,1,SDN,NL,77,241,23,57,7,2,0,13,15,11,28,26,1,1,5,1,4 +corbedo01,1987,1,BAL,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +correed01,1987,1,TEX,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cottohe01,1987,1,NYA,AL,68,149,21,35,10,0,5,20,4,2,6,35,0,1,0,0,7 +cowlejo01,1987,1,PHI,NL,5,3,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0 +coxda01,1987,1,SLN,NL,32,69,3,8,0,1,0,1,0,0,0,25,0,1,4,0,0 +crawfst01,1987,1,BOS,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +creelke01,1987,1,TEX,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +crewsti01,1987,1,LAN,NL,20,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +crimch01,1987,1,ML4,AL,53,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cruzjo01,1987,1,HOU,NL,126,365,47,88,17,4,11,38,4,1,36,65,3,0,1,3,4 +danieka01,1987,1,CIN,NL,108,368,73,123,24,1,26,64,26,8,60,62,11,1,1,0,6 +darliro01,1987,1,NYN,NL,32,65,5,8,5,0,0,4,0,0,2,22,0,0,10,0,0 +darwida01,1987,1,HOU,NL,35,66,2,12,2,1,0,4,1,0,2,40,0,0,1,0,0 +daughja01,1987,1,MON,NL,11,10,1,1,1,0,0,1,0,0,0,3,0,0,2,0,0 +daultda01,1987,1,PHI,NL,53,129,10,25,6,0,3,13,0,0,16,37,1,0,4,1,0 +davidma01,1987,1,MIN,AL,102,150,32,40,4,1,1,14,9,2,13,26,1,0,4,2,4 +davisal01,1987,1,SEA,AL,157,580,86,171,37,2,29,100,0,0,72,84,6,2,0,8,17 +davisbu02,1987,1,PIT,NL,7,7,3,1,1,0,0,0,0,0,1,3,0,0,0,0,0 +davisch01,1987,1,SFN,NL,149,500,80,125,22,1,24,76,16,9,72,109,15,2,0,4,8 +daviser01,1987,1,CIN,NL,129,474,120,139,23,4,37,100,50,6,84,134,8,1,0,3,6 +davisgl01,1987,1,HOU,NL,151,578,70,145,35,2,27,93,4,1,47,84,10,5,0,5,16 +davisjo02,1987,1,CHN,NL,125,428,57,106,12,2,19,51,1,2,52,91,2,2,1,2,14 +davisjo03,1987,1,CHA,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +davisjo04,1987,1,KCA,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +davisma01,1987,1,SFN,NL,21,23,3,5,1,1,0,1,0,0,0,5,0,0,2,0,0 +davisma01,1987,2,SDN,NL,43,7,0,2,0,0,0,0,0,0,0,1,0,0,0,0,0 +davismi02,1987,1,OAK,AL,139,494,69,131,32,1,22,72,19,7,42,94,5,1,4,6,13 +davisro02,1987,1,CHN,NL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +davisro02,1987,2,LAN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +davisst02,1987,1,SDN,NL,21,16,1,1,0,0,0,0,0,0,0,10,0,0,1,0,0 +davisst02,1987,2,OAK,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +davistr01,1987,1,ATL,NL,6,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +dawlebi01,1987,1,SLN,NL,60,12,1,2,0,0,0,1,0,0,2,2,0,0,1,0,0 +dawsoan01,1987,1,CHN,NL,153,621,90,178,24,2,49,137,11,3,32,103,7,7,0,2,15 +dayetbr01,1987,1,CHN,NL,97,177,20,49,14,1,5,25,0,0,20,37,0,0,0,1,3 +dayleke01,1987,1,SLN,NL,53,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +decindo01,1987,1,CAL,AL,133,453,65,106,23,0,16,63,3,4,70,87,6,2,2,3,10 +decindo01,1987,2,SLN,NL,4,9,1,2,2,0,0,1,0,0,0,2,0,0,0,0,0 +dedmoje01,1987,1,ATL,NL,53,16,2,4,1,0,0,0,0,0,1,3,0,0,3,0,0 +deerro01,1987,1,ML4,AL,134,474,71,113,15,2,28,80,12,4,86,186,6,5,0,1,4 +dejesiv01,1987,1,SFN,NL,9,10,0,2,0,0,0,1,0,1,0,2,0,0,0,0,0 +deleojo01,1987,1,CHA,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +deleolu01,1987,1,BAL,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dempsri01,1987,1,CLE,AL,60,141,16,25,10,0,1,9,0,0,23,29,0,1,4,1,4 +dernibo01,1987,1,CHN,NL,93,199,38,63,4,4,8,21,16,7,19,19,0,1,1,0,4 +deshaji01,1987,1,HOU,NL,26,53,2,5,0,0,0,3,0,0,7,29,0,0,4,0,1 +destror01,1987,1,NYA,AL,9,19,5,5,0,0,0,1,0,0,5,5,0,0,0,0,1 +devermi01,1987,1,LAN,NL,19,54,7,12,3,0,0,4,3,1,3,10,0,0,1,0,0 +dewilje01,1987,1,TOR,AL,13,25,2,3,1,0,1,2,0,0,2,12,0,0,1,0,0 +diazbo01,1987,1,CIN,NL,140,496,49,134,28,1,15,82,1,0,19,73,1,5,4,6,16 +diazma01,1987,1,SEA,AL,11,23,4,7,0,1,0,3,0,0,0,4,0,0,0,0,0 +diazmi01,1987,1,PIT,NL,103,241,28,58,8,2,16,48,1,0,31,42,3,3,0,7,6 +dipinfr01,1987,1,CHN,NL,69,2,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0 +dixonke01,1987,1,BAL,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dodsopa01,1987,1,BOS,AL,26,42,4,7,3,0,2,6,0,0,8,13,1,0,0,2,0 +doranbi02,1987,1,HOU,NL,162,625,82,177,23,3,16,79,31,11,82,64,3,3,2,7,11 +dorsebr01,1987,1,CLE,AL,5,11,2,3,0,0,1,3,0,0,0,3,0,1,0,0,0 +dotsori01,1987,1,CHA,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dowelke01,1987,1,PHI,NL,15,39,4,5,0,0,0,1,0,0,2,5,0,0,1,0,1 +downibr01,1987,1,CAL,AL,155,567,110,154,29,3,29,77,5,5,106,85,6,17,2,3,10 +downske01,1987,1,SFN,NL,41,56,1,8,1,0,0,6,0,1,1,23,0,0,7,1,0 +drabedo01,1987,1,PIT,NL,30,59,2,7,1,0,0,4,0,0,2,24,0,1,7,1,1 +draveda01,1987,1,SDN,NL,31,18,0,3,0,0,0,0,0,1,1,9,0,0,2,0,0 +draveda01,1987,2,SFN,NL,18,38,3,5,1,0,0,0,1,0,3,18,0,0,2,0,0 +driesda01,1987,1,SLN,NL,24,60,5,14,2,0,1,11,0,0,7,8,1,0,0,1,2 +drummti01,1987,1,PIT,NL,6,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +duceyro01,1987,1,TOR,AL,34,48,12,9,1,0,1,6,2,0,8,10,0,0,0,1,0 +duncama01,1987,1,LAN,NL,76,261,31,56,8,1,6,18,11,1,17,62,1,2,6,1,4 +dunnemi01,1987,1,PIT,NL,23,53,2,5,2,0,0,3,0,0,5,18,0,0,7,0,0 +dunstsh01,1987,1,CHN,NL,95,346,40,85,18,3,5,22,12,3,10,68,1,1,0,2,6 +durhale01,1987,1,CHN,NL,131,439,70,120,22,1,27,63,2,2,51,92,9,0,0,2,6 +dwyerji01,1987,1,BAL,AL,92,241,54,66,7,1,15,33,4,1,37,57,4,1,1,1,4 +dykstle01,1987,1,NYN,NL,132,431,86,123,37,3,10,43,27,7,40,67,3,4,4,0,1 +easlelo01,1987,1,PIT,NL,17,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +easlemi01,1987,1,PHI,NL,33,110,7,31,4,0,1,10,0,1,6,20,0,0,0,1,1 +easlemi01,1987,2,NYA,AL,65,167,13,47,6,0,4,21,1,0,14,32,0,1,0,2,4 +easteja01,1987,1,CLE,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +eckerde01,1987,1,OAK,AL,54,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +edensto01,1987,1,NYN,NL,2,3,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +eichhma01,1987,1,TOR,AL,89,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +eisenji01,1987,1,KCA,AL,44,105,10,25,8,2,4,21,1,1,7,13,2,0,0,3,2 +elsteke01,1987,1,NYN,NL,5,10,1,4,2,0,0,1,0,0,0,1,0,0,0,0,1 +engleda01,1987,1,MON,NL,59,84,7,19,4,0,1,14,1,0,6,11,1,0,0,0,5 +epparji01,1987,1,CAL,AL,8,9,2,3,0,0,0,0,0,0,2,0,0,0,0,0,1 +esaskni01,1987,1,CIN,NL,100,346,48,94,19,2,22,59,0,0,29,76,3,0,2,1,10 +espyce01,1987,1,TEX,AL,14,8,1,0,0,0,0,0,2,0,1,3,0,0,0,0,1 +evansda01,1987,1,DET,AL,150,499,90,128,20,0,34,99,6,5,100,84,8,2,2,6,2 +evansdw01,1987,1,BOS,AL,154,541,109,165,37,2,34,123,4,6,106,98,6,3,0,7,10 +farrejo03,1987,1,CLE,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +farrst01,1987,1,KCA,AL,47,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +feldemi01,1987,1,ML4,AL,108,289,48,77,5,7,2,31,34,8,28,23,0,0,9,2,3 +fermife01,1987,1,PIT,NL,23,68,6,17,0,0,0,4,0,0,4,9,1,1,2,0,3 +fernasi01,1987,1,NYN,NL,29,43,2,7,1,1,0,2,0,0,1,19,0,0,10,1,2 +fernato01,1987,1,TOR,AL,146,578,90,186,29,8,5,67,32,12,51,48,3,5,4,4,14 +fieldce01,1987,1,TOR,AL,82,175,30,47,7,1,14,32,0,1,20,48,2,1,0,1,6 +filsope01,1987,1,NYA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fimplja01,1987,1,CAL,AL,13,10,1,2,0,0,0,1,0,0,1,2,0,0,0,0,0 +finlech01,1987,1,CAL,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fischje01,1987,1,MON,NL,4,5,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +fischmi01,1987,1,ATL,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fishebr01,1987,1,PIT,NL,37,58,6,11,1,0,2,9,0,1,5,28,0,2,5,0,0 +fiskca01,1987,1,CHA,AL,135,454,68,116,22,1,23,71,1,4,39,72,8,8,1,6,9 +fitzgmi02,1987,1,MON,NL,107,287,32,69,11,0,3,36,3,4,42,54,7,1,3,1,10 +flanami01,1987,1,BAL,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +flanami01,1987,2,TOR,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +flannti01,1987,1,SDN,NL,106,276,23,63,5,1,0,20,2,4,42,30,4,2,4,2,6 +fletcsc01,1987,1,TEX,AL,156,588,82,169,28,4,5,63,13,12,61,66,3,5,12,2,14 +foleyto02,1987,1,MON,NL,106,280,35,82,18,3,5,28,6,10,11,40,0,1,1,0,6 +fordcu01,1987,1,SLN,NL,89,228,32,65,9,5,3,26,11,8,14,32,0,1,1,3,5 +forscbo01,1987,1,SLN,NL,34,57,9,17,6,0,2,8,0,0,3,17,0,0,11,0,1 +francjo01,1987,1,CIN,NL,68,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +francju01,1987,1,CLE,AL,128,495,86,158,24,3,8,52,32,9,57,56,2,3,0,5,23 +francte01,1987,1,CIN,NL,102,207,16,47,5,0,3,12,2,0,10,12,1,1,1,0,5 +frasewi01,1987,1,CAL,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +frazige01,1987,1,MIN,AL,54,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +frobedo01,1987,1,CLE,AL,29,40,5,4,0,0,2,5,0,0,5,13,1,0,0,1,1 +frohwto01,1987,1,PHI,NL,10,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +fultobi01,1987,1,NYA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gaettga01,1987,1,MIN,AL,154,584,95,150,36,2,31,109,10,7,37,92,7,3,1,3,25 +gagnegr01,1987,1,MIN,AL,137,437,68,116,28,7,10,40,6,6,25,84,0,4,10,2,3 +gainety01,1987,1,HOU,NL,18,24,1,3,0,0,0,1,1,0,2,9,0,0,0,0,0 +galaran01,1987,1,MON,NL,147,551,72,168,40,3,13,90,7,10,41,127,13,10,0,4,11 +gallada01,1987,1,CLE,AL,15,36,2,4,1,1,0,1,2,0,2,5,0,0,1,0,1 +gallemi01,1987,1,OAK,AL,72,124,18,31,6,0,2,14,0,1,12,21,0,1,5,1,5 +gantnji01,1987,1,ML4,AL,81,265,37,72,14,0,4,30,6,2,19,22,2,5,4,1,7 +gantro01,1987,1,ATL,NL,21,83,9,22,4,0,2,9,4,2,1,11,0,0,1,1,3 +garbege01,1987,1,ATL,NL,49,4,0,0,0,0,0,0,0,0,1,2,0,0,0,0,0 +garbege01,1987,2,KCA,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +garcile01,1987,1,CIN,NL,31,30,8,6,0,0,1,2,3,1,4,8,0,0,0,1,0 +garcimi02,1987,1,CAL,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +garcimi02,1987,2,PIT,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gardnwe01,1987,1,BOS,AL,49,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +garneph01,1987,1,HOU,NL,43,112,15,25,5,0,3,15,1,0,8,20,1,0,1,3,2 +garneph01,1987,2,LAN,NL,70,126,14,24,4,0,2,8,5,1,20,24,7,0,4,1,3 +garresc01,1987,1,SFN,NL,65,10,1,2,1,0,0,2,0,0,0,5,0,0,0,0,0 +garvest01,1987,1,SDN,NL,27,76,5,16,2,0,1,9,0,0,1,10,0,1,0,0,3 +gedmari01,1987,1,BOS,AL,52,151,11,31,8,0,1,13,0,0,10,24,2,0,1,3,2 +gerhake01,1987,1,BAL,AL,92,284,41,69,10,2,14,34,9,2,17,53,0,1,6,2,7 +gibsobo02,1987,1,NYN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gibsoki01,1987,1,DET,AL,128,487,95,135,25,3,24,79,26,7,71,117,8,5,1,4,5 +gideobr01,1987,1,PIT,NL,29,1,0,1,0,0,0,2,0,0,0,0,0,1,0,0,0 +gladdda01,1987,1,MIN,AL,121,438,69,109,21,2,8,38,25,9,38,72,2,3,1,2,8 +glavito02,1987,1,ATL,NL,9,16,0,2,0,0,0,1,0,0,1,4,0,0,0,0,0 +gleatje01,1987,1,KCA,AL,48,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gonzade01,1987,1,PIT,NL,5,7,1,0,0,0,0,0,0,0,1,2,0,0,0,0,0 +gonzajo02,1987,1,LAN,NL,19,16,2,3,2,0,0,1,5,0,1,2,0,0,0,1,0 +gonzare01,1987,1,BAL,AL,37,60,14,16,2,1,1,7,1,0,3,11,0,0,2,0,2 +goodedw01,1987,1,NYN,NL,25,64,4,14,0,0,0,4,0,0,1,9,0,0,5,1,1 +gordodo01,1987,1,TOR,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gordodo01,1987,2,CLE,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gormato03,1987,1,SDN,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gossari01,1987,1,SDN,NL,40,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +gottji01,1987,1,SFN,NL,30,10,2,1,0,0,1,2,0,0,0,3,0,0,0,0,0 +gottji01,1987,2,PIT,NL,25,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +grantma01,1987,1,SFN,NL,16,12,1,1,0,0,0,0,0,0,1,4,0,0,3,0,0 +grantma01,1987,2,SDN,NL,18,32,0,3,0,0,0,1,0,0,2,12,0,0,3,0,1 +greenda03,1987,1,SLN,NL,14,30,4,8,2,1,1,1,0,1,2,5,0,0,0,0,0 +greenmi01,1987,1,BOS,AL,125,412,71,135,31,6,19,89,5,4,35,40,1,6,0,3,7 +greggto01,1987,1,PIT,NL,10,8,3,2,1,0,0,0,0,0,0,2,0,0,0,0,2 +griffal01,1987,1,OAK,AL,144,494,69,130,23,5,3,60,26,13,28,41,2,4,10,3,9 +griffke01,1987,1,ATL,NL,122,399,65,114,24,1,14,64,4,7,46,54,11,1,1,4,12 +griffmi02,1987,1,BAL,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grossgr01,1987,1,PHI,NL,114,133,14,38,4,1,1,12,0,0,25,12,4,1,1,3,2 +grosske01,1987,1,PHI,NL,34,63,4,12,1,0,1,4,0,0,2,25,0,0,8,0,2 +grubbjo01,1987,1,DET,AL,59,114,9,23,6,0,2,13,0,0,15,16,0,0,0,2,4 +grubeke01,1987,1,TOR,AL,138,341,50,80,14,3,12,36,12,2,17,70,2,7,1,2,11 +guantce01,1987,1,NYA,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gubicma01,1987,1,KCA,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guerrpe01,1987,1,LAN,NL,152,545,89,184,25,2,27,89,9,7,74,85,18,4,0,7,16 +guettle01,1987,1,SEA,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guidrro01,1987,1,NYA,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guilloz01,1987,1,CHA,AL,149,560,64,156,22,7,2,51,25,8,22,52,2,1,13,8,10 +gullibi01,1987,1,CIN,NL,27,53,4,11,2,0,1,3,0,0,0,11,0,0,4,0,2 +gullibi01,1987,2,NYA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gumpeda01,1987,1,KCA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gutieja01,1987,1,BAL,AL,3,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guzmajo01,1987,1,TEX,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gwynnch01,1987,1,LAN,NL,17,32,2,7,1,0,0,2,0,0,1,7,0,0,1,0,0 +gwynnto01,1987,1,SDN,NL,157,589,119,218,36,13,7,54,56,12,82,35,26,3,2,4,13 +haasmo01,1987,1,OAK,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +habyajo01,1987,1,BAL,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hairsje01,1987,1,CHA,AL,66,126,14,29,8,0,5,20,0,0,25,25,2,1,1,2,4 +hallal02,1987,1,ATL,NL,92,292,54,83,20,4,3,24,33,10,38,36,3,2,4,1,5 +halldr01,1987,1,CHN,NL,21,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +hallme01,1987,1,CLE,AL,142,485,57,136,21,1,18,76,5,4,20,68,6,1,0,2,7 +hamilje01,1987,1,LAN,NL,35,83,5,18,3,0,0,1,0,1,7,22,2,1,0,0,0 +hammaat01,1987,1,SFN,NL,31,57,0,7,0,0,0,3,0,0,1,22,0,0,2,0,1 +harpebr01,1987,1,OAK,AL,11,17,1,4,1,0,0,3,0,0,0,4,0,0,1,1,1 +harpete01,1987,1,DET,AL,31,64,4,13,3,0,3,10,1,0,9,8,0,0,1,0,2 +harpete01,1987,2,PIT,NL,36,66,8,19,3,0,1,7,0,1,7,11,1,0,0,0,6 +harrigr01,1987,1,TEX,AL,42,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hartmi02,1987,1,BAL,AL,34,76,7,12,2,0,4,12,1,4,6,19,0,0,2,1,1 +harvebr01,1987,1,CAL,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hassero01,1987,1,CHA,AL,49,145,15,31,9,0,3,12,0,0,17,11,2,2,0,1,9 +hatchbi01,1987,1,HOU,NL,141,564,96,167,28,3,11,63,53,9,42,70,1,9,7,5,11 +hatchmi01,1987,1,LAN,NL,101,287,27,81,19,1,7,42,2,3,20,19,4,1,3,3,6 +havenbr01,1987,1,LAN,NL,31,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +hawkian01,1987,1,SDN,NL,24,32,1,5,0,0,0,0,0,0,0,11,0,0,5,0,0 +hayesvo01,1987,1,PHI,NL,158,556,84,154,36,5,21,84,16,7,121,77,12,0,0,4,12 +haywara01,1987,1,SDN,NL,4,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hearned02,1987,1,KCA,AL,6,17,2,5,2,0,0,3,0,0,4,2,0,0,0,0,1 +heathje02,1987,1,HOU,NL,19,10,0,0,0,0,0,0,0,0,0,4,0,0,1,0,1 +heathmi02,1987,1,DET,AL,93,270,34,76,16,0,8,33,1,5,21,42,0,3,1,1,5 +heatone01,1987,1,MON,NL,32,67,6,14,2,0,0,6,1,0,1,14,0,0,6,0,1 +heepda01,1987,1,LAN,NL,60,98,7,16,4,0,0,9,1,0,8,10,0,0,1,0,6 +hendeda01,1987,1,BOS,AL,75,184,30,43,10,0,8,25,1,1,22,48,0,0,1,2,3 +hendeda01,1987,2,SFN,NL,15,21,2,5,2,0,0,1,2,0,8,5,0,0,0,0,0 +henderi01,1987,1,NYA,AL,95,358,78,104,17,3,17,37,41,8,80,52,1,2,0,0,10 +hendest01,1987,1,OAK,AL,46,114,14,33,7,0,3,9,0,0,12,19,1,0,0,0,7 +hendrge01,1987,1,CAL,AL,65,162,14,39,10,0,5,25,0,0,14,18,1,0,0,0,8 +hengeda01,1987,1,SEA,AL,10,19,2,6,0,0,1,4,0,0,0,4,0,0,0,0,2 +henketo01,1987,1,TOR,AL,72,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hennemi01,1987,1,DET,AL,55,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +henrydw01,1987,1,TEX,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +heredub01,1987,1,MON,NL,2,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1 +hernake01,1987,1,NYN,NL,154,587,87,170,28,2,18,89,0,2,81,104,8,4,0,4,15 +hernama01,1987,1,HOU,NL,6,5,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +hernawi01,1987,1,DET,AL,45,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +herndla01,1987,1,DET,AL,89,225,32,73,13,2,9,47,1,0,23,35,0,0,0,6,12 +herrto01,1987,1,SLN,NL,141,510,73,134,29,0,2,83,19,4,68,62,3,3,4,12,12 +hershor01,1987,1,LAN,NL,40,90,10,19,5,0,0,7,2,1,2,17,0,0,10,0,1 +heskejo01,1987,1,MON,NL,18,4,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +higuete01,1987,1,ML4,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hilldo01,1987,1,CHA,AL,111,410,57,98,14,6,9,46,1,0,30,35,1,1,4,4,11 +hillesh01,1987,1,LAN,NL,12,14,0,0,0,0,0,0,0,0,2,10,0,0,1,0,0 +hinzoto01,1987,1,CLE,AL,67,257,31,68,9,3,3,21,9,4,10,47,0,2,10,1,6 +hoffmgl01,1987,1,BOS,AL,21,55,5,11,3,0,0,6,0,0,3,9,0,2,0,0,2 +hoffmgl01,1987,2,LAN,NL,40,132,10,29,5,0,0,10,0,1,7,23,1,2,5,0,4 +hoffmgu01,1987,1,CIN,NL,36,45,2,5,1,0,0,5,0,0,0,15,0,0,3,0,0 +hollaal01,1987,1,NYA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +holtobr01,1987,1,LAN,NL,53,5,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +honeyri01,1987,1,LAN,NL,27,30,3,7,1,0,0,2,0,0,2,8,0,0,3,0,0 +honeyri01,1987,2,OAK,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hornsa01,1987,1,BOS,AL,46,158,31,44,7,0,14,34,0,1,17,55,0,2,0,0,5 +hortori01,1987,1,SLN,NL,68,29,2,5,1,0,0,0,0,0,1,9,0,0,0,0,0 +houghch01,1987,1,TEX,AL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +housepa02,1987,1,HOU,NL,14,12,2,1,1,0,0,1,0,0,4,2,0,0,0,0,0 +howelja01,1987,1,OAK,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +howelja02,1987,1,CAL,AL,138,449,64,110,18,5,23,64,4,3,57,118,4,2,1,2,7 +howelke01,1987,1,LAN,NL,40,4,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +howest01,1987,1,TEX,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hrbekke01,1987,1,MIN,AL,143,477,85,136,20,1,34,90,5,2,84,60,12,0,0,5,13 +hubbagl01,1987,1,ATL,NL,141,443,69,117,33,2,5,38,1,1,77,57,17,6,4,3,11 +hudsoch02,1987,1,NYA,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hugheke01,1987,1,NYA,AL,4,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +hugheke01,1987,2,PHI,NL,37,76,8,20,2,0,0,10,0,0,7,11,0,1,0,0,1 +huismma01,1987,1,SEA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +huismma01,1987,2,CLE,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +huletti01,1987,1,CHA,AL,68,240,20,52,10,0,7,28,0,2,10,41,1,0,5,2,6 +humeto01,1987,1,PHI,NL,38,15,1,3,1,0,0,0,0,0,0,4,0,0,0,0,1 +humeto01,1987,2,CIN,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hurdlcl01,1987,1,NYN,NL,3,3,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +hurstbr01,1987,1,BOS,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +incavpe01,1987,1,TEX,AL,139,509,85,138,26,4,27,80,9,3,48,168,1,1,0,5,8 +infanal01,1987,1,TOR,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +innisje01,1987,1,NYN,NL,17,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +iorgga01,1987,1,TOR,AL,122,310,35,65,11,0,4,30,2,2,21,52,0,2,6,3,8 +jacksbo01,1987,1,KCA,AL,116,396,46,93,17,2,22,53,10,4,30,158,0,5,1,2,3 +jacksch03,1987,1,HOU,NL,35,71,3,15,3,0,1,6,1,1,7,19,0,0,3,0,1 +jacksda02,1987,1,KCA,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jacksda03,1987,1,CHN,NL,7,5,2,4,1,0,0,0,0,0,0,0,0,0,0,0,0 +jackske01,1987,1,PHI,NL,8,16,1,4,2,0,0,2,0,0,1,4,1,1,0,0,0 +jacksmi02,1987,1,PHI,NL,55,17,2,2,0,0,0,0,0,0,1,3,0,0,3,0,0 +jacksre01,1987,1,OAK,AL,115,336,42,74,14,1,15,43,2,1,33,97,0,4,0,1,3 +jacobbr01,1987,1,CLE,AL,155,540,73,162,26,4,32,69,2,3,75,73,2,3,0,2,19 +jamesbo01,1987,1,CHA,AL,43,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jamesch02,1987,1,PHI,NL,115,358,48,105,20,6,17,54,3,1,27,67,0,2,1,3,4 +jamesdi01,1987,1,ATL,NL,134,494,80,154,37,6,10,61,10,8,70,63,2,2,5,3,8 +javiest01,1987,1,OAK,AL,81,151,22,28,3,1,2,9,3,2,19,33,3,0,6,0,2 +jeffcmi01,1987,1,TEX,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jeffegr01,1987,1,NYN,NL,6,6,0,3,1,0,0,2,0,0,0,0,0,0,0,0,0 +jeffest01,1987,1,SDN,NL,116,422,59,97,8,7,8,29,34,11,39,92,2,2,3,3,6 +jelksgr01,1987,1,PHI,NL,10,11,2,1,1,0,0,0,0,0,3,4,0,0,0,0,0 +jeltzst01,1987,1,PHI,NL,114,293,37,68,9,6,0,12,1,2,39,54,4,1,4,0,13 +jimenho01,1987,1,PIT,NL,5,6,0,0,0,0,0,0,0,0,1,2,0,0,0,0,0 +johnsda04,1987,1,PIT,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnsho01,1987,1,NYN,NL,157,554,93,147,22,1,36,99,32,10,83,113,18,5,0,3,8 +johnsjo04,1987,1,ML4,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnsjo05,1987,1,TOR,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnsla03,1987,1,SLN,NL,33,59,4,13,2,1,0,7,6,1,4,6,1,0,0,0,2 +johnswa03,1987,1,MON,NL,75,85,7,21,5,0,1,14,5,0,7,6,0,0,0,2,0 +johnto01,1987,1,NYA,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jonesba01,1987,1,PIT,NL,32,3,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +jonesdo01,1987,1,CLE,AL,49,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jonesji02,1987,1,SDN,NL,32,49,7,8,0,0,1,3,0,0,2,18,0,0,8,0,0 +jonesro01,1987,1,KCA,AL,39,114,10,29,4,2,0,10,1,0,5,15,0,1,1,3,5 +jonesru01,1987,1,CAL,AL,85,192,25,47,8,2,8,28,2,1,20,38,2,0,1,0,4 +jonestr01,1987,1,CIN,NL,117,359,53,104,17,3,10,44,31,8,23,40,0,3,0,5,10 +joynewa01,1987,1,CAL,AL,149,564,100,161,33,1,34,117,8,2,72,64,12,5,2,10,14 +kaiseje01,1987,1,CLE,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +karkoro01,1987,1,CHA,AL,39,85,7,6,0,0,2,7,3,0,7,40,0,2,1,0,2 +kearnbo01,1987,1,SEA,AL,24,47,5,8,4,1,0,1,0,0,1,9,0,0,3,0,0 +keedypa01,1987,1,CHA,AL,17,41,6,7,1,0,2,2,1,0,2,14,0,0,1,0,0 +kellybr01,1987,1,DET,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kellyro01,1987,1,NYA,AL,23,52,12,14,3,0,1,7,9,3,5,15,0,0,1,1,0 +kennete02,1987,1,BAL,AL,143,512,51,128,13,1,18,62,1,0,35,112,6,1,1,0,13 +kerfech01,1987,1,HOU,NL,21,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +keyji01,1987,1,TOR,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +khalisa01,1987,1,PIT,NL,5,17,1,3,0,0,0,2,0,0,0,2,0,0,1,0,0 +kiefest01,1987,1,ML4,AL,28,99,17,20,4,0,5,17,0,0,7,28,0,1,1,2,3 +kilgupa01,1987,1,TEX,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kingemi01,1987,1,SEA,AL,120,354,38,99,25,4,9,52,7,9,27,43,0,2,1,6,4 +kinger01,1987,1,DET,AL,55,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kinnumi01,1987,1,BAL,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kippebo01,1987,1,PIT,NL,26,33,3,8,2,0,0,0,0,0,0,12,0,0,3,0,0 +kittlro01,1987,1,NYA,AL,59,159,21,44,5,0,12,28,0,1,10,36,1,1,0,3,4 +klinkjo01,1987,1,MIN,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kneppbo01,1987,1,HOU,NL,33,51,2,5,2,0,0,1,0,0,1,24,0,0,9,1,0 +knighra01,1987,1,BAL,AL,150,563,46,144,24,0,14,65,0,0,39,90,3,6,0,1,16 +knudsma01,1987,1,ML4,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kommibr01,1987,1,ML4,AL,7,15,0,1,0,0,0,0,1,0,1,7,0,0,1,0,0 +kruegbi01,1987,1,OAK,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kruegbi01,1987,2,LAN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +krukjo01,1987,1,SDN,NL,138,447,72,140,14,2,20,91,18,10,73,93,15,0,3,4,6 +krukomi01,1987,1,SFN,NL,30,54,1,9,2,0,0,7,0,0,2,27,0,0,5,0,0 +kunkeje01,1987,1,TEX,AL,15,32,1,7,0,0,1,2,0,1,0,10,0,1,1,0,0 +kutchra01,1987,1,SFN,NL,14,16,7,3,1,1,0,1,1,0,1,5,0,0,0,0,0 +lacosmi01,1987,1,SFN,NL,39,50,2,3,0,0,0,3,0,0,2,16,0,1,4,0,1 +lacyle01,1987,1,BAL,AL,87,258,35,63,13,3,7,28,3,2,32,49,0,0,2,1,5 +lagami01,1987,1,SLN,NL,17,29,4,4,1,0,1,4,0,0,2,7,1,0,0,2,1 +lakest01,1987,1,SLN,NL,74,179,19,45,7,2,2,19,0,0,10,18,4,0,5,1,2 +lampde01,1987,1,OAK,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lancale01,1987,1,CHN,NL,27,49,2,4,1,0,0,2,0,0,1,19,0,0,1,0,0 +landrbi01,1987,1,CIN,NL,44,5,0,1,0,0,0,0,0,0,0,0,0,0,1,0,1 +landrke01,1987,1,LAN,NL,115,182,17,37,4,0,6,23,5,3,16,28,2,1,3,2,4 +landrti01,1987,1,SLN,NL,30,50,5,10,1,0,0,6,1,1,7,14,2,0,0,0,1 +landrti01,1987,2,LAN,NL,51,67,8,16,3,0,1,4,1,1,3,16,0,1,1,0,0 +langsma01,1987,1,SEA,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lansfca01,1987,1,OAK,AL,151,554,89,160,27,4,19,76,27,8,60,44,11,9,5,3,9 +lapoida01,1987,1,SLN,NL,6,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +lapoida01,1987,2,CHA,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +larkiba01,1987,1,CIN,NL,125,439,64,107,16,2,12,43,21,6,36,52,3,5,5,3,8 +larkige01,1987,1,MIN,AL,85,233,23,62,11,2,4,28,1,4,25,31,3,2,0,2,4 +laudnti01,1987,1,MIN,AL,113,288,30,55,7,1,16,43,1,0,23,80,0,1,3,2,4 +lavalmi01,1987,1,PIT,NL,121,340,33,102,19,0,1,36,0,0,43,32,9,1,3,3,4 +lavelga01,1987,1,TOR,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lavelga01,1987,2,OAK,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lawleto01,1987,1,SLN,NL,19,25,5,2,1,0,0,0,2,0,3,5,0,0,1,0,1 +lawva01,1987,1,MON,NL,133,436,52,119,27,1,12,56,8,5,51,62,5,0,2,3,8 +lazorja01,1987,1,CAL,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leach01,1987,1,MON,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leachri01,1987,1,TOR,AL,98,195,26,55,13,1,3,25,0,1,25,25,2,3,0,1,3 +leachte01,1987,1,NYN,NL,44,33,1,2,0,0,0,0,0,0,2,14,0,0,4,0,0 +learyti01,1987,1,LAN,NL,39,23,1,7,1,0,0,5,0,0,0,5,0,0,3,0,0 +leema02,1987,1,TOR,AL,56,121,14,31,2,3,1,11,2,0,6,13,0,0,1,1,1 +leffecr01,1987,1,SDN,NL,33,3,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +leffecr01,1987,2,SFN,NL,44,4,0,1,1,0,0,1,0,0,0,2,0,0,0,0,0 +legggr01,1987,1,PHI,NL,3,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leibrch01,1987,1,KCA,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leipeda01,1987,1,OAK,AL,45,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leipeda01,1987,2,SDN,NL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leistjo01,1987,1,BOS,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leiteal01,1987,1,NYA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lemasjo01,1987,1,OAK,AL,20,24,3,2,0,0,0,1,0,1,1,4,0,0,0,0,0 +lemonch01,1987,1,DET,AL,146,470,75,130,30,3,20,75,0,0,70,82,1,8,0,5,17 +leonaje01,1987,1,SFN,NL,131,503,70,141,29,4,19,63,16,7,21,68,6,2,0,5,17 +lindeji01,1987,1,SLN,NL,75,207,20,43,13,0,8,28,3,1,11,56,0,3,2,4,4 +lindjo01,1987,1,PIT,NL,35,143,21,46,8,4,0,11,2,1,8,12,1,0,6,0,5 +lindsbi02,1987,1,CHA,AL,9,16,2,3,0,0,0,1,0,0,0,3,0,0,2,1,2 +liriane01,1987,1,TOR,AL,37,158,29,38,6,2,2,10,13,2,16,22,2,0,2,0,3 +lombaph01,1987,1,NYA,AL,5,8,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +lombast01,1987,1,MIN,AL,136,432,51,103,19,3,8,38,5,1,33,66,1,4,9,1,10 +longbi01,1987,1,CHA,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lopesda01,1987,1,HOU,NL,47,43,4,10,2,0,1,6,2,1,13,8,2,0,0,0,0 +lopezau01,1987,1,HOU,NL,26,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +lowrydw01,1987,1,DET,AL,13,25,0,5,2,0,0,1,0,0,0,6,0,0,0,0,0 +loyndmi01,1987,1,TEX,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lucasga01,1987,1,CAL,AL,48,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lugour01,1987,1,CAL,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lusadsc01,1987,1,DET,AL,23,47,8,15,3,1,1,8,1,0,5,7,1,0,1,1,0 +lynched01,1987,1,CHN,NL,58,16,1,3,0,0,0,0,0,0,0,9,0,0,2,0,0 +lynnfr01,1987,1,BAL,AL,111,396,49,100,24,0,23,60,3,7,39,72,6,1,0,2,8 +lyonsba01,1987,1,NYN,NL,53,130,15,33,4,1,4,24,0,0,8,24,1,2,0,3,1 +lyonsst01,1987,1,CHA,AL,76,193,26,54,11,1,1,19,3,1,12,37,0,0,4,1,4 +macfami01,1987,1,KCA,AL,8,19,0,4,1,0,0,3,0,0,2,2,0,0,0,0,1 +macksh01,1987,1,SDN,NL,105,238,28,57,11,3,4,25,4,6,18,47,0,3,6,2,11 +maddemo01,1987,1,DET,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +maddugr01,1987,1,CHN,NL,34,42,3,5,0,0,0,2,0,1,0,9,0,0,7,0,0 +maddumi01,1987,1,PHI,NL,7,3,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +madissc01,1987,1,KCA,AL,7,15,4,4,3,0,0,0,0,0,1,5,0,0,1,0,0 +madlobi01,1987,1,LAN,NL,21,61,5,11,1,0,3,7,0,0,6,5,0,1,1,0,4 +madlobi01,1987,2,DET,AL,87,326,56,91,17,0,14,50,4,3,28,45,1,10,8,4,10 +madrial01,1987,1,ML4,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +magadda01,1987,1,NYN,NL,85,192,21,61,13,1,3,24,0,0,22,22,2,0,1,1,5 +magrajo01,1987,1,SLN,NL,28,52,5,7,2,0,1,3,0,0,4,22,0,0,6,0,1 +mahleri01,1987,1,ATL,NL,40,65,4,11,4,0,0,5,0,0,2,19,0,0,7,0,1 +maldoca01,1987,1,SFN,NL,118,442,69,129,28,4,20,85,8,8,34,78,4,6,0,7,9 +malliro01,1987,1,HOU,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mallobo02,1987,1,TEX,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +manniri01,1987,1,ML4,AL,97,114,21,26,7,1,0,13,4,0,12,18,0,0,2,1,3 +manrifr01,1987,1,CHA,AL,115,298,30,77,13,3,4,29,5,3,19,69,1,1,9,3,4 +manwaki01,1987,1,SFN,NL,6,7,0,1,0,0,0,0,0,0,0,1,0,1,0,0,1 +marshmi02,1987,1,LAN,NL,104,402,45,118,19,0,16,72,0,5,18,79,2,4,0,4,13 +martica01,1987,1,SDN,NL,139,447,59,122,21,2,15,70,5,5,70,82,5,3,1,4,11 +martida01,1987,1,CHN,NL,142,459,70,134,18,8,8,36,16,8,57,96,4,2,1,1,4 +martide01,1987,1,MON,NL,22,46,5,3,0,0,0,3,0,0,3,17,0,0,4,0,0 +martied01,1987,1,SEA,AL,13,43,6,16,5,2,0,5,0,0,2,5,0,1,0,0,0 +marzajo01,1987,1,BOS,AL,52,168,20,41,11,0,5,24,0,1,7,41,0,3,2,2,3 +masonmi01,1987,1,TEX,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +masonmi01,1987,2,CHN,NL,18,9,1,2,0,0,0,0,0,0,1,4,0,0,3,0,0 +masonro01,1987,1,SFN,NL,5,8,0,1,0,0,0,0,0,0,1,3,0,0,0,0,1 +mathegr01,1987,1,SLN,NL,32,68,5,13,1,0,0,3,0,0,3,21,0,0,7,0,1 +mathiro01,1987,1,HOU,NL,8,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +matthga01,1987,1,CHN,NL,44,42,3,11,3,0,0,8,0,0,4,11,1,0,0,0,1 +matthga01,1987,2,SEA,AL,45,119,10,28,1,0,3,15,0,1,15,22,0,0,0,1,6 +mattido01,1987,1,NYA,AL,141,569,93,186,38,2,30,115,1,4,51,38,13,1,0,8,16 +matusle01,1987,1,LAN,NL,16,15,0,1,0,0,0,0,0,0,1,4,0,0,0,0,0 +mazzile01,1987,1,NYN,NL,88,124,26,38,8,1,3,24,5,3,21,14,3,0,0,3,3 +mccaski01,1987,1,CAL,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcclell01,1987,1,CIN,NL,45,72,8,15,5,0,2,13,1,0,4,15,0,0,0,1,1 +mcclubo01,1987,1,MON,NL,52,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcculla01,1987,1,SDN,NL,78,14,1,1,0,0,0,1,0,0,1,5,0,0,1,0,0 +mcdowja01,1987,1,CHA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcdowod01,1987,1,TEX,AL,128,407,65,98,26,4,14,52,24,2,51,99,0,0,3,2,8 +mcdowro01,1987,1,NYN,NL,56,13,1,3,1,0,0,0,0,0,1,5,0,0,0,0,0 +mcgafan01,1987,1,MON,NL,69,17,0,0,0,0,0,0,0,0,2,12,0,0,2,0,0 +mcgeewi01,1987,1,SLN,NL,153,620,76,177,37,11,11,105,16,4,24,90,5,2,1,5,24 +mcgresc01,1987,1,BAL,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcgrifr01,1987,1,TOR,AL,107,295,58,73,16,0,20,43,3,2,60,104,4,1,0,0,3 +mcgrite01,1987,1,CIN,NL,34,89,6,20,3,0,2,11,0,0,8,17,0,0,0,0,3 +mcgwima01,1987,1,OAK,AL,151,557,97,161,28,4,49,118,1,1,71,131,8,5,0,8,6 +mckeojo01,1987,1,CHA,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mclemma01,1987,1,CAL,AL,138,433,61,102,13,3,3,41,25,8,48,72,0,0,15,3,7 +mcraeha01,1987,1,KCA,AL,18,32,5,10,3,0,1,9,0,0,5,1,1,0,0,0,1 +mcreyke01,1987,1,NYN,NL,151,590,86,163,32,5,29,95,14,1,39,70,5,1,1,8,13 +mcwilla01,1987,1,ATL,NL,9,5,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +meachbo01,1987,1,NYA,AL,77,203,28,55,11,1,5,21,6,5,19,33,0,6,3,1,2 +meadsda01,1987,1,HOU,NL,45,3,1,1,0,0,0,0,0,0,1,1,0,0,0,0,0 +meierda01,1987,1,TEX,AL,13,21,4,6,1,0,0,0,0,0,0,4,0,0,0,0,2 +melenfr01,1987,1,SFN,NL,12,16,2,5,0,0,1,1,0,0,0,3,0,0,0,0,0 +melvibo01,1987,1,SFN,NL,84,246,31,49,8,0,11,31,0,4,17,44,3,0,0,2,7 +mercaor01,1987,1,DET,AL,10,22,2,3,0,0,0,1,0,0,2,0,0,0,0,0,0 +mercaor01,1987,2,LAN,NL,7,5,1,3,1,0,0,1,0,0,1,1,0,0,0,0,0 +meridro01,1987,1,TEX,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mesajo01,1987,1,BAL,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mielkga01,1987,1,TEX,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +milleda01,1987,1,CAL,AL,53,108,14,26,5,0,4,16,1,0,9,13,0,2,2,3,5 +milleke01,1987,1,NYN,NL,25,51,14,19,2,2,0,1,8,1,2,6,0,1,3,0,1 +millira01,1987,1,NYN,NL,3,1,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +milneed01,1987,1,SFN,NL,101,214,38,54,14,0,4,19,10,9,24,33,3,0,1,0,2 +mintogr01,1987,1,SFN,NL,15,2,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +mintogr01,1987,2,CAL,AL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mirabpa01,1987,1,ML4,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mitchjo02,1987,1,NYN,NL,20,35,1,4,1,0,0,1,0,0,0,14,0,0,5,0,0 +mitchke01,1987,1,SDN,NL,62,196,19,48,7,1,7,26,0,0,20,38,3,0,0,1,5 +mitchke01,1987,2,SFN,NL,69,268,49,82,13,1,15,44,9,6,28,50,1,2,0,0,5 +mohorda01,1987,1,TEX,AL,74,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +molitpa01,1987,1,ML4,AL,118,465,114,164,41,5,16,75,45,10,69,67,2,2,5,1,4 +monteri01,1987,1,SEA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +montgje01,1987,1,CIN,NL,14,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +moorech02,1987,1,TOR,AL,51,107,15,23,10,1,1,7,0,0,13,12,0,1,4,0,2 +mooredo01,1987,1,CAL,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mooremi01,1987,1,SEA,AL,33,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +morelke01,1987,1,CHN,NL,153,563,63,150,29,1,27,88,3,3,39,66,4,0,3,9,15 +morgami01,1987,1,SEA,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +moronje01,1987,1,NYA,AL,7,11,0,1,0,0,0,0,0,0,0,2,0,1,0,0,0 +morrija02,1987,1,DET,AL,36,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +morriji01,1987,1,PIT,NL,96,348,41,92,22,1,9,46,8,5,27,57,3,1,1,5,9 +morriji01,1987,2,DET,AL,34,117,15,24,1,1,4,19,2,1,2,26,0,1,0,2,1 +morrijo07,1987,1,SLN,NL,101,157,22,41,6,4,3,23,5,2,11,22,4,1,1,0,2 +mosebll01,1987,1,TOR,AL,155,592,106,167,27,4,26,96,39,7,70,124,4,2,3,3,11 +mosesjo01,1987,1,SEA,AL,116,390,58,96,16,4,3,38,23,15,29,49,2,3,8,3,6 +motleda01,1987,1,ATL,NL,6,8,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0 +moyerja01,1987,1,CHN,NL,39,61,3,14,1,0,0,3,0,0,6,17,0,0,7,1,0 +mullira01,1987,1,TOR,AL,124,332,37,103,28,1,11,44,1,1,34,55,1,0,3,3,10 +mumphje01,1987,1,CHN,NL,118,309,41,103,19,2,13,44,1,1,35,47,6,0,1,1,5 +murphda05,1987,1,ATL,NL,159,566,115,167,27,1,44,105,16,6,115,136,29,7,0,5,11 +murphdw01,1987,1,OAK,AL,82,219,39,51,7,0,8,35,4,4,58,61,2,0,3,4,5 +murphro01,1987,1,CIN,NL,87,5,0,1,0,0,0,0,0,0,0,2,0,0,1,0,0 +murraed02,1987,1,BAL,AL,160,618,89,171,28,3,30,91,1,2,73,80,6,0,0,3,15 +musseje01,1987,1,TOR,AL,68,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +myersgr01,1987,1,TOR,AL,7,9,1,1,0,0,0,0,0,0,0,3,0,0,0,0,2 +myersra01,1987,1,NYN,NL,54,7,1,2,0,0,0,0,0,0,0,3,0,0,0,0,0 +narroje01,1987,1,SEA,AL,4,8,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +nelsoge01,1987,1,OAK,AL,55,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nelsoro03,1987,1,OAK,AL,7,24,1,4,1,0,0,0,0,0,0,12,0,0,1,0,0 +nelsoro03,1987,2,SDN,NL,10,11,0,1,0,0,0,1,0,0,1,8,0,0,0,0,0 +nettlgr01,1987,1,ATL,NL,112,177,16,37,8,1,5,33,1,0,22,25,4,0,0,2,6 +newelto01,1987,1,PHI,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +newmaal01,1987,1,MIN,AL,110,307,44,68,15,5,0,29,15,11,34,27,0,0,7,1,5 +nichoca01,1987,1,BAL,AL,13,21,4,8,1,0,0,3,0,0,1,4,0,0,1,0,0 +nichore01,1987,1,MON,NL,77,147,22,39,8,2,4,20,2,1,14,13,1,1,0,2,4 +niedeto01,1987,1,LAN,NL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +niedeto01,1987,2,BAL,AL,45,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +niekrjo01,1987,1,NYA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +niekrjo01,1987,2,MIN,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +niekrph01,1987,1,CLE,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +niekrph01,1987,2,TOR,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +niekrph01,1987,3,ATL,NL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nielssc01,1987,1,CHA,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +niemara01,1987,1,MIN,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nietoto01,1987,1,MIN,AL,41,105,7,21,7,1,1,12,0,0,8,24,0,3,5,0,1 +nieveju01,1987,1,ML4,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nippeal01,1987,1,BOS,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nixondo01,1987,1,SEA,AL,46,132,17,33,4,0,3,12,21,7,13,28,0,2,4,0,3 +nixonot01,1987,1,CLE,AL,19,17,2,1,0,0,0,1,2,3,3,4,0,0,0,0,0 +noboaju01,1987,1,CLE,AL,39,80,7,18,2,1,0,7,1,0,3,6,1,0,5,0,1 +nocepa01,1987,1,CHN,NL,70,180,17,41,9,2,3,14,5,3,6,49,1,2,4,0,2 +nokesma01,1987,1,DET,AL,135,461,69,133,14,2,32,87,2,1,35,70,2,6,3,3,13 +nolesdi01,1987,1,CHN,NL,41,11,0,0,0,0,0,0,0,0,0,5,0,0,0,0,1 +nolesdi01,1987,2,DET,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nolteer01,1987,1,SDN,NL,12,21,0,2,0,0,0,0,0,0,1,11,0,0,3,0,0 +normane01,1987,1,MON,NL,1,4,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +nunezed01,1987,1,SEA,AL,48,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nunezjo01,1987,1,TOR,AL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +oberkke01,1987,1,ATL,NL,135,508,59,142,29,2,3,48,3,3,48,29,5,2,5,3,13 +obriech01,1987,1,ML4,AL,10,35,2,7,3,1,0,0,0,1,4,4,0,0,1,0,0 +obriepe03,1987,1,TEX,AL,159,569,84,163,26,1,23,88,0,4,59,61,6,0,0,10,9 +oconnja02,1987,1,BAL,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +oestero01,1987,1,CIN,NL,69,237,28,60,9,6,2,23,2,3,22,51,4,0,2,0,8 +ojedabo01,1987,1,NYN,NL,10,14,3,1,0,0,0,0,0,0,2,4,0,0,0,0,0 +olwined01,1987,1,ATL,NL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +omallto01,1987,1,TEX,AL,45,117,10,32,8,0,1,12,0,0,15,9,1,0,0,2,7 +onealra01,1987,1,ATL,NL,17,19,4,2,0,0,0,1,0,0,1,4,0,0,1,0,0 +onealra01,1987,2,SLN,NL,1,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +oneilpa01,1987,1,CIN,NL,84,160,24,41,14,1,7,28,2,1,18,29,1,0,0,0,3 +ontivst02,1987,1,OAK,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +oquenjo01,1987,1,SLN,NL,116,248,43,71,9,0,1,24,4,4,54,29,6,0,6,4,6 +oroscje01,1987,1,NYN,NL,58,8,0,0,0,0,0,0,0,0,0,7,0,0,1,0,0 +ortajo01,1987,1,KCA,AL,21,50,3,9,4,0,2,4,0,0,3,8,1,0,0,0,0 +ortizju01,1987,1,PIT,NL,75,192,16,52,8,1,1,22,0,2,15,23,1,0,5,1,6 +ottoda01,1987,1,OAK,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +owenla01,1987,1,KCA,AL,76,164,17,31,6,0,5,14,0,0,16,51,0,0,7,1,5 +owensp01,1987,1,BOS,AL,132,437,50,113,17,7,2,48,11,8,53,43,2,1,9,4,9 +pacilpa01,1987,1,CIN,NL,13,11,1,1,1,0,0,0,0,0,1,6,0,0,1,0,1 +pacioji01,1987,1,ML4,AL,48,101,16,23,5,0,2,10,1,0,12,20,0,0,0,3,3 +pacioto01,1987,1,TEX,AL,27,60,6,17,3,0,3,12,0,1,1,19,0,1,1,1,3 +paglimi01,1987,1,NYA,AL,150,522,76,122,26,3,32,87,1,3,53,111,9,2,2,3,9 +pagnoto01,1987,1,SLN,NL,27,48,8,9,1,0,2,9,1,0,4,13,2,0,1,0,0 +palacvi01,1987,1,PIT,NL,6,9,1,1,0,0,0,0,0,0,0,4,0,0,0,0,0 +palmeda01,1987,1,ATL,NL,28,48,4,6,1,0,1,5,0,0,1,15,0,0,8,0,1 +palmera01,1987,1,CHN,NL,84,221,32,61,15,1,14,30,2,2,20,26,1,1,0,2,4 +pankoji01,1987,1,HOU,NL,50,61,7,14,2,0,1,8,2,0,6,13,1,0,0,0,2 +parenma01,1987,1,SDN,NL,12,25,0,2,0,0,0,2,0,0,0,9,0,0,0,0,0 +parkecl01,1987,1,SEA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +parkeda01,1987,1,CIN,NL,153,589,77,149,28,0,26,97,7,3,44,104,13,8,0,6,14 +parreje01,1987,1,MON,NL,45,5,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +parrila01,1987,1,TEX,AL,152,557,79,149,22,1,32,100,3,1,49,154,7,3,0,4,10 +parrila02,1987,1,PHI,NL,130,466,42,114,21,0,17,67,0,1,47,104,2,1,1,3,23 +parsoca01,1987,1,CLE,AL,18,25,2,4,0,0,1,5,0,0,0,5,0,0,0,0,2 +pasquda01,1987,1,NYA,AL,113,318,42,74,7,1,17,42,0,2,40,99,3,1,2,1,7 +pattebo01,1987,1,PIT,NL,15,12,1,1,0,0,0,0,0,0,0,3,0,0,1,0,0 +pawlojo01,1987,1,CHA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pecotbi01,1987,1,KCA,AL,66,156,22,43,5,1,3,14,5,0,15,25,0,1,0,0,3 +pedrial01,1987,1,NYN,NL,5,6,1,0,0,0,0,0,0,0,1,2,0,0,0,0,0 +pedrial01,1987,2,PIT,NL,88,246,23,74,10,1,1,27,5,4,18,27,4,3,6,1,7 +penaal01,1987,1,LAN,NL,37,13,0,1,0,0,0,0,0,0,0,5,0,0,1,0,0 +penabe01,1987,1,HOU,NL,21,46,5,7,0,0,0,0,0,0,2,7,0,1,0,0,3 +penahi01,1987,1,PIT,NL,16,6,0,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +penato01,1987,1,SLN,NL,116,384,40,82,13,4,5,44,6,1,36,54,9,1,2,2,19 +pendlte01,1987,1,SLN,NL,159,583,82,167,29,4,12,96,19,12,70,74,6,2,3,9,18 +perezme01,1987,1,KCA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +perezpa01,1987,1,MON,NL,12,24,3,1,0,0,0,0,0,0,0,8,0,0,1,0,0 +perlmjo01,1987,1,SFN,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +perryge01,1987,1,ATL,NL,142,533,77,144,35,2,12,74,42,16,48,63,1,1,3,5,18 +perrypa02,1987,1,SLN,NL,45,7,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +perrypa02,1987,2,CIN,NL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +peterad01,1987,1,CHA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +peterst01,1987,1,SLN,NL,12,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +petrage01,1987,1,TEX,AL,101,202,28,61,11,2,7,31,0,2,27,29,2,2,0,1,4 +petryda01,1987,1,DET,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pettiga01,1987,1,CAL,AL,133,394,49,82,13,2,1,17,24,5,52,124,0,1,1,0,8 +phelpke01,1987,1,SEA,AL,120,332,68,86,13,1,27,68,1,1,80,75,5,8,0,4,7 +phillto02,1987,1,OAK,AL,111,379,48,91,20,0,10,46,7,6,57,76,1,0,2,3,9 +pittach01,1987,1,MIN,AL,14,12,6,4,0,0,0,0,1,0,1,0,0,0,0,0,0 +plesada01,1987,1,ML4,AL,57,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +plunker01,1987,1,OAK,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +polidgu01,1987,1,CAL,AL,63,137,12,36,3,0,2,15,0,0,2,15,0,1,0,1,3 +polonlu01,1987,1,OAK,AL,125,435,78,125,16,10,4,49,29,7,32,64,1,0,1,1,4 +porteda02,1987,1,TEX,AL,85,130,19,31,3,0,7,21,0,0,30,43,4,2,0,1,2 +portuma01,1987,1,MIN,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +powelal01,1987,1,MON,NL,14,41,3,8,3,0,0,4,0,0,5,17,0,0,0,0,0 +powelde01,1987,1,SEA,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +powerte01,1987,1,CIN,NL,35,59,3,7,1,0,1,4,0,0,3,31,0,1,9,0,1 +preslji01,1987,1,SEA,AL,152,575,78,142,23,6,24,88,2,0,38,157,1,4,1,4,15 +pricejo02,1987,1,SFN,NL,20,6,1,1,0,0,0,1,0,0,0,3,0,0,0,0,0 +princto01,1987,1,PIT,NL,4,9,1,2,1,0,1,2,0,0,0,2,0,0,0,0,0 +puckeki01,1987,1,MIN,AL,157,624,96,207,32,5,28,99,12,7,32,91,7,6,0,6,16 +puhlte01,1987,1,HOU,NL,90,122,9,28,5,0,2,15,1,1,11,16,0,0,1,0,3 +puleoch01,1987,1,ATL,NL,36,28,3,5,0,0,1,1,0,0,1,13,0,0,6,0,1 +quinolu01,1987,1,CHN,NL,49,101,12,22,6,0,0,8,0,0,10,16,0,0,0,0,0 +quinore01,1987,1,SEA,AL,135,478,55,132,18,2,12,56,1,3,26,71,0,4,6,3,14 +quirkja01,1987,1,KCA,AL,109,296,24,70,17,0,5,33,1,0,28,56,1,4,2,4,8 +quiseda01,1987,1,KCA,AL,47,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +raineti01,1987,1,MON,NL,139,530,123,175,34,8,18,68,50,5,90,52,26,4,0,3,9 +ramirra01,1987,1,ATL,NL,56,179,22,47,12,0,1,21,6,3,8,16,0,2,4,1,3 +ramosdo01,1987,1,SEA,AL,42,103,9,32,6,0,2,11,0,1,3,12,0,1,2,0,1 +ramsemi02,1987,1,LAN,NL,48,125,18,29,4,2,0,12,2,4,10,32,0,0,2,1,3 +randowi01,1987,1,NYA,AL,120,449,96,137,24,2,7,67,11,1,82,25,1,2,5,5,15 +rasmude01,1987,1,NYA,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rasmude01,1987,2,CIN,NL,7,15,1,1,0,0,0,0,0,0,1,7,0,0,0,0,0 +rawlesh01,1987,1,PHI,NL,37,79,5,12,1,1,0,4,1,0,1,31,0,0,12,1,1 +rayfofl01,1987,1,BAL,AL,20,50,5,11,0,0,2,3,0,0,2,9,0,0,0,0,2 +rayjo01,1987,1,PIT,NL,123,472,48,129,19,3,5,54,4,2,41,36,4,0,0,5,18 +rayjo01,1987,2,CAL,AL,30,127,16,44,11,0,0,15,0,0,3,10,0,0,1,1,4 +readyra01,1987,1,SDN,NL,124,350,69,108,26,6,12,54,7,3,67,44,2,3,2,1,7 +reardje01,1987,1,MIN,AL,63,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +redusga01,1987,1,CHA,AL,130,475,78,112,26,6,12,48,52,11,69,90,0,0,3,7,7 +reedje01,1987,1,SEA,AL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reedje02,1987,1,MON,NL,75,207,15,44,11,0,1,21,0,1,12,20,1,1,4,4,8 +reedjo01,1987,1,BOS,AL,9,30,4,9,1,1,0,8,1,1,4,0,0,0,1,0,0 +reidje01,1987,1,SFN,NL,6,8,1,1,0,0,1,1,0,0,1,5,0,0,0,0,0 +renteri01,1987,1,SEA,AL,12,10,2,1,1,0,0,0,1,0,1,2,0,0,0,0,1 +reuscri01,1987,1,PIT,NL,25,60,7,9,2,0,1,5,1,0,4,23,0,0,6,0,0 +reuscri01,1987,2,SFN,NL,9,19,1,2,1,0,0,5,0,0,1,3,0,0,1,0,1 +reussje01,1987,1,LAN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reussje01,1987,2,CIN,NL,7,8,0,1,1,0,0,0,0,0,0,5,0,0,2,0,0 +reussje01,1987,3,CAL,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reyesgi01,1987,1,LAN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reynocr01,1987,1,HOU,NL,135,374,35,95,17,3,4,28,5,1,30,44,8,0,4,8,4 +reynoha01,1987,1,SEA,AL,160,530,73,146,31,8,1,35,60,20,39,34,0,2,8,5,7 +reynorj01,1987,1,PIT,NL,117,335,47,87,24,1,7,51,14,1,34,80,8,0,0,6,5 +reynoro02,1987,1,HOU,NL,38,102,5,17,4,0,1,7,0,1,3,29,0,0,1,1,3 +rhoderi01,1987,1,NYA,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +riceji01,1987,1,BOS,AL,108,404,66,112,14,0,13,62,1,1,45,77,3,7,0,3,22 +righeda01,1987,1,NYA,AL,60,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rijojo01,1987,1,OAK,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rileser01,1987,1,ML4,AL,83,276,38,72,11,1,4,38,3,4,30,47,1,1,3,6,6 +ripkebi01,1987,1,BAL,AL,58,234,27,72,9,0,2,20,4,1,21,23,0,0,1,1,3 +ripkeca01,1987,1,BAL,AL,162,624,97,157,28,3,27,98,3,5,81,77,0,1,0,11,19 +ritchwa01,1987,1,PHI,NL,49,4,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +rittere01,1987,1,CLE,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +riverlu01,1987,1,MON,NL,18,32,0,5,2,0,0,1,0,0,1,8,0,0,0,0,0 +robidbi01,1987,1,ML4,AL,23,62,9,12,0,0,0,4,0,1,8,17,1,0,0,0,0 +robindo01,1987,1,PIT,NL,44,7,0,1,0,0,0,1,0,0,1,2,0,0,0,0,0 +robindo01,1987,2,SFN,NL,25,11,2,3,1,0,1,1,0,0,0,2,0,0,0,0,0 +robinje01,1987,1,SFN,NL,63,18,0,2,0,0,0,1,0,0,0,7,0,0,0,0,0 +robinje01,1987,2,PIT,NL,18,4,1,1,0,0,1,1,0,0,0,2,0,0,1,0,0 +robinje02,1987,1,DET,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +robinro01,1987,1,CIN,NL,48,36,4,7,0,0,0,2,0,0,0,14,0,0,5,1,1 +rodriri01,1987,1,OAK,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +roeniga01,1987,1,ATL,NL,67,151,25,33,8,0,9,28,0,0,32,23,0,1,0,3,4 +roeniro01,1987,1,PHI,NL,63,78,9,13,3,1,1,4,1,0,14,15,1,0,0,0,2 +romanto01,1987,1,MON,NL,7,3,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +romered01,1987,1,BOS,AL,88,235,23,64,5,0,0,14,0,2,18,22,0,0,1,2,9 +rominke01,1987,1,BOS,AL,9,24,5,7,2,0,0,2,0,0,2,6,0,0,0,0,0 +rossma01,1987,1,PIT,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rowdowa01,1987,1,CHN,NL,11,31,2,7,1,1,1,4,0,2,3,10,0,0,0,0,1 +roystje01,1987,1,CHA,AL,55,154,25,37,11,0,7,23,2,1,19,28,1,1,2,2,2 +roystje01,1987,2,NYA,AL,18,42,1,15,2,0,0,4,2,1,4,4,0,0,1,0,3 +ruffibr01,1987,1,PHI,NL,35,73,3,4,1,0,0,3,0,0,2,39,0,0,6,0,3 +rungepa01,1987,1,ATL,NL,27,47,9,10,1,0,3,8,0,1,5,10,0,0,2,0,1 +russeje01,1987,1,TEX,AL,52,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +russejo02,1987,1,PHI,NL,24,62,5,9,1,0,3,8,0,1,3,17,0,0,0,0,4 +ryalma01,1987,1,CAL,AL,58,100,7,20,6,0,5,18,0,0,3,15,1,0,1,0,4 +ryanno01,1987,1,HOU,NL,34,65,2,4,0,0,1,4,0,0,1,22,0,0,7,0,2 +saberbr01,1987,1,KCA,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sakatle01,1987,1,NYA,AL,19,45,5,12,0,1,2,4,0,1,2,4,0,1,0,0,2 +salasma01,1987,1,MIN,AL,22,45,8,17,2,0,3,9,0,1,5,6,1,0,0,1,0 +salasma01,1987,2,NYA,AL,50,115,13,23,4,0,3,12,0,0,10,17,0,3,1,1,2 +salazan01,1987,1,KCA,AL,116,317,24,65,7,0,2,21,4,4,6,46,0,0,8,1,6 +salazlu01,1987,1,SDN,NL,84,189,13,48,5,0,3,17,3,3,14,30,2,0,1,2,2 +sambijo01,1987,1,BOS,AL,47,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +samueju01,1987,1,PHI,NL,160,655,113,178,37,15,28,100,35,15,60,162,5,5,0,6,12 +sanchal01,1987,1,OAK,AL,2,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +sandbry01,1987,1,CHN,NL,132,523,81,154,25,2,16,59,21,2,59,79,4,2,1,2,11 +sandesc01,1987,1,CHN,NL,32,40,2,3,0,0,1,2,0,0,3,20,0,0,4,0,1 +santara01,1987,1,NYN,NL,139,439,41,112,21,2,5,44,1,1,29,57,10,1,0,1,11 +santibe01,1987,1,SDN,NL,146,546,64,164,33,2,18,79,21,12,16,112,2,5,1,4,12 +santone01,1987,1,MON,NL,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sassema01,1987,1,SFN,NL,2,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sassema01,1987,2,PIT,NL,12,23,2,5,0,0,0,2,0,0,0,2,0,0,0,0,1 +savagja01,1987,1,LAN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +saxda01,1987,1,BOS,AL,2,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +saxst01,1987,1,LAN,NL,157,610,84,171,22,7,6,46,37,11,44,61,5,3,5,1,13 +schatda01,1987,1,PHI,NL,26,12,1,2,0,0,0,0,0,0,1,6,0,0,0,0,1 +schatda01,1987,2,MIN,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +scherbi01,1987,1,CIN,NL,23,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schirca01,1987,1,BOS,AL,62,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schmida01,1987,1,BAL,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schmimi01,1987,1,PHI,NL,147,522,88,153,28,0,35,113,2,1,83,80,15,2,0,6,17 +schofdi02,1987,1,CAL,AL,134,479,52,120,17,3,9,46,19,3,37,63,0,2,10,3,4 +schrobi01,1987,1,ML4,AL,75,250,35,83,12,0,14,42,5,2,16,56,0,3,1,0,3 +schroke01,1987,1,CLE,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schuldo01,1987,1,NYN,NL,5,2,1,0,0,0,0,1,0,0,2,2,0,0,1,0,0 +schuri01,1987,1,PHI,NL,92,196,24,46,6,3,7,23,0,2,20,36,1,2,0,1,1 +sciosmi01,1987,1,LAN,NL,142,461,44,122,26,1,6,38,7,4,55,23,9,1,4,2,13 +scottmi03,1987,1,HOU,NL,36,80,4,10,0,0,0,3,0,0,3,32,0,0,8,0,2 +searara01,1987,1,CHA,AL,58,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sebrabo01,1987,1,MON,NL,36,51,2,8,1,0,0,1,0,0,2,16,0,0,4,0,0 +seitzke01,1987,1,KCA,AL,161,641,105,207,33,8,15,83,12,7,80,85,0,2,1,1,18 +selleje01,1987,1,BOS,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sharpmi01,1987,1,TOR,AL,32,96,4,20,4,1,0,9,2,1,7,15,0,1,1,0,2 +sharpmi01,1987,2,LAN,NL,10,33,7,9,2,0,0,1,0,0,4,5,1,0,0,0,1 +sheafda01,1987,1,BOS,AL,25,66,5,8,1,0,1,5,0,0,0,14,0,0,1,1,2 +sheetla01,1987,1,BAL,AL,135,469,74,148,23,0,31,94,1,1,31,67,1,3,0,5,16 +shelbjo01,1987,1,BAL,AL,21,32,4,6,0,0,1,3,0,1,1,13,0,0,1,0,0 +shelbjo01,1987,2,LAN,NL,120,476,61,132,26,0,21,69,16,6,31,97,2,1,1,9,9 +sheripa01,1987,1,DET,AL,141,421,57,109,19,3,6,49,18,13,44,90,4,1,2,5,7 +shielst01,1987,1,SEA,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shinera01,1987,1,MON,NL,6,9,0,2,0,0,0,0,1,0,1,0,0,1,0,0,1 +shiplcr01,1987,1,LAN,NL,26,35,3,9,1,0,0,2,0,0,0,6,0,0,0,0,2 +shirlbo01,1987,1,NYA,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shirlbo01,1987,2,KCA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shower01,1987,1,SDN,NL,34,70,5,5,1,0,0,2,0,0,0,28,0,0,7,1,3 +sierrru01,1987,1,TEX,AL,158,643,97,169,35,4,30,109,16,11,39,114,4,2,0,12,18 +simmone01,1987,1,BAL,AL,16,49,3,13,1,1,1,4,0,1,3,8,0,0,0,2,3 +simmote01,1987,1,ATL,NL,73,177,20,49,8,0,4,30,1,1,21,23,5,0,0,2,4 +sinatma01,1987,1,OAK,AL,6,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1 +siskdo01,1987,1,NYN,NL,55,5,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +skinnjo01,1987,1,NYA,AL,64,139,9,19,4,0,3,14,0,0,8,46,0,1,4,2,9 +slaugdo01,1987,1,TEX,AL,95,237,25,53,15,2,8,16,0,3,24,51,3,1,4,0,7 +smallro02,1987,1,MIN,AL,110,309,32,85,16,1,8,34,2,0,36,52,1,1,0,1,7 +smilejo01,1987,1,PIT,NL,63,7,1,1,1,0,0,1,0,0,0,1,0,0,0,0,0 +smithbr01,1987,1,MON,NL,26,44,2,6,3,0,0,4,0,0,1,10,0,0,7,2,0 +smithbr02,1987,1,SEA,AL,5,8,1,1,0,0,0,0,0,0,2,4,0,0,0,0,0 +smithda02,1987,1,HOU,NL,50,2,0,1,0,0,0,0,0,0,1,1,0,0,0,0,0 +smithle02,1987,1,CHN,NL,63,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +smithlo01,1987,1,KCA,AL,48,167,26,42,7,1,3,8,9,4,24,31,0,4,0,2,1 +smithmi03,1987,1,MIN,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithoz01,1987,1,SLN,NL,158,600,104,182,40,4,0,75,43,9,89,36,3,1,12,4,9 +smithpe02,1987,1,ATL,NL,6,11,0,1,0,0,0,0,0,0,0,1,0,0,1,0,0 +smithro01,1987,1,MIN,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithza01,1987,1,ATL,NL,41,76,6,10,1,1,0,6,1,0,3,14,0,1,14,0,0 +snellna01,1987,1,DET,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +snydeco02,1987,1,CLE,AL,157,577,74,136,24,2,33,82,5,1,31,166,4,1,0,6,3 +soffra01,1987,1,SLN,NL,12,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +solanju01,1987,1,HOU,NL,11,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +sorenla01,1987,1,MON,NL,23,8,0,0,0,0,0,0,0,0,1,5,0,0,2,0,0 +sotoma01,1987,1,CIN,NL,6,12,1,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +speiech01,1987,1,SFN,NL,111,317,39,79,13,0,11,39,4,7,42,51,5,3,1,1,3 +spilmha01,1987,1,SFN,NL,83,90,5,24,5,0,1,14,1,1,9,20,0,0,0,2,3 +stanipe01,1987,1,BAL,AL,30,113,9,31,3,0,0,9,8,1,8,19,1,2,1,0,2 +stanist01,1987,1,ML4,AL,4,7,2,2,0,0,0,0,0,0,0,2,0,0,0,0,0 +stanlbo01,1987,1,BOS,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stanlmi02,1987,1,TEX,AL,78,216,34,59,8,1,6,37,3,0,31,48,0,1,1,4,6 +staplda02,1987,1,ML4,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +starkma01,1987,1,TOR,AL,5,12,0,1,0,0,0,0,0,0,0,0,0,0,0,0,2 +stclara01,1987,1,MON,NL,44,6,0,2,0,0,0,0,0,0,0,1,0,0,2,0,0 +steelji01,1987,1,SDN,NL,62,68,9,13,1,1,0,6,3,2,11,14,0,0,1,1,2 +stefejo01,1987,1,MON,NL,18,56,4,11,0,0,1,3,0,0,3,17,1,0,0,0,2 +steinte01,1987,1,OAK,AL,122,391,66,111,16,3,16,56,1,2,32,66,2,9,3,3,10 +stewada01,1987,1,OAK,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stewasa01,1987,1,CLE,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stiebda01,1987,1,TOR,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stillku01,1987,1,CIN,NL,131,395,54,102,20,7,4,33,4,6,32,50,2,2,2,2,5 +stoddbo01,1987,1,KCA,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stoddti01,1987,1,NYA,AL,57,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stoneje01,1987,1,PHI,NL,66,125,19,32,7,1,1,16,3,1,8,38,0,3,0,0,2 +strakle01,1987,1,MIN,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +strawda01,1987,1,NYN,NL,154,532,108,151,32,5,39,104,36,12,97,122,13,7,0,4,4 +stubbfr01,1987,1,LAN,NL,129,386,48,90,16,3,16,52,8,1,31,85,9,1,3,2,7 +sullima02,1987,1,BOS,AL,60,160,11,27,5,0,2,10,0,0,4,43,0,2,6,1,5 +sundbji01,1987,1,CHN,NL,61,139,9,28,2,0,4,15,0,0,19,40,3,2,1,0,3 +surhobj01,1987,1,ML4,AL,115,395,50,118,22,3,7,68,11,10,36,30,1,0,5,9,13 +sutclri01,1987,1,CHN,NL,35,81,8,12,5,1,0,6,1,0,7,19,0,0,11,1,2 +suttodo01,1987,1,CAL,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sveumda01,1987,1,ML4,AL,153,535,86,135,27,3,25,95,2,6,40,133,4,1,5,5,11 +swindgr01,1987,1,CLE,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tablepa01,1987,1,CLE,AL,151,553,66,170,34,3,11,86,5,2,51,84,6,6,3,5,6 +taborgr01,1987,1,TEX,AL,9,9,4,1,1,0,0,1,0,0,0,4,0,0,0,0,0 +tananfr01,1987,1,DET,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tartada01,1987,1,KCA,AL,158,582,95,180,27,3,34,101,9,4,79,136,2,1,0,5,14 +taylodo01,1987,1,PIT,NL,15,18,1,3,0,0,0,0,0,0,0,3,0,0,0,0,0 +tekulke01,1987,1,PHI,NL,90,1,1,0,0,0,0,0,0,0,1,0,0,0,1,0,0 +templga01,1987,1,SDN,NL,148,510,42,113,13,5,5,48,14,3,42,92,11,1,5,3,15 +terrewa01,1987,1,DET,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +terrysc01,1987,1,SLN,NL,11,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tettlmi01,1987,1,OAK,AL,82,211,19,41,3,0,8,26,1,1,30,65,0,0,5,2,3 +teufeti01,1987,1,NYN,NL,97,299,55,92,29,0,14,61,3,2,44,53,2,2,3,2,7 +tewksbo01,1987,1,NYA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tewksbo01,1987,2,CHN,NL,7,5,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +thigpbo01,1987,1,CHA,AL,51,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thomaan01,1987,1,ATL,NL,82,324,29,75,11,0,5,39,6,5,14,50,0,2,3,0,7 +thomaro02,1987,1,SEA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thompmi02,1987,1,PHI,NL,150,527,86,159,26,9,7,43,46,10,42,87,2,0,3,3,5 +thompro01,1987,1,SFN,NL,132,420,62,110,26,5,10,44,16,11,40,91,3,8,6,0,8 +thondi01,1987,1,HOU,NL,32,66,6,14,1,0,1,3,3,0,16,13,3,0,1,0,1 +thornan01,1987,1,CLE,AL,36,85,8,10,2,0,0,5,1,0,10,25,0,0,0,2,1 +thornlo01,1987,1,TOR,AL,12,2,5,1,0,0,0,0,0,1,1,0,1,0,0,0,1 +thurmga01,1987,1,KCA,AL,27,81,12,24,2,0,0,5,7,2,8,20,0,0,1,0,1 +thurmma01,1987,1,DET,AL,48,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tibbsja01,1987,1,MON,NL,19,25,4,3,1,0,0,0,0,0,3,10,0,0,0,0,0 +tolivfr01,1987,1,PHI,NL,10,5,1,0,0,0,0,0,0,0,0,2,0,0,2,0,0 +tollewa01,1987,1,NYA,AL,121,349,48,77,4,0,1,22,5,3,43,72,0,0,6,0,3 +tolmati01,1987,1,DET,AL,9,12,3,1,1,0,0,1,0,0,7,2,1,1,0,1,1 +trammal01,1987,1,DET,AL,151,597,109,205,34,3,28,105,21,2,60,47,8,3,2,6,11 +treadje01,1987,1,CIN,NL,23,84,9,28,4,0,2,4,1,0,2,6,0,1,3,0,1 +trevial01,1987,1,LAN,NL,72,144,16,32,7,1,3,16,1,0,6,28,2,4,1,1,7 +trillma01,1987,1,CHN,NL,108,214,27,63,8,0,8,26,0,3,25,37,0,0,4,1,6 +troutst01,1987,1,CHN,NL,11,26,1,4,0,0,0,0,0,0,0,9,0,0,3,0,1 +troutst01,1987,2,NYA,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +trujimi01,1987,1,SEA,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tudorjo01,1987,1,SLN,NL,17,35,1,7,0,0,0,5,0,0,2,6,0,0,3,0,1 +tunnele01,1987,1,SLN,NL,33,17,1,4,0,0,0,3,0,0,0,5,0,0,3,0,0 +upshawi01,1987,1,TOR,AL,150,512,68,125,22,4,15,58,10,11,58,78,4,3,3,1,7 +uribejo01,1987,1,SFN,NL,95,309,44,90,16,5,5,30,12,2,24,35,9,1,5,1,1 +valenfe01,1987,1,LAN,NL,38,92,4,13,1,0,1,8,0,0,0,11,0,0,8,0,4 +valleda01,1987,1,SEA,AL,95,324,40,83,16,3,12,53,2,0,15,46,2,3,0,4,13 +vandeed01,1987,1,CLE,AL,55,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vangoda01,1987,1,BAL,AL,12,21,4,5,0,0,1,1,0,0,3,6,0,0,0,0,1 +vanslan01,1987,1,PIT,NL,157,564,93,165,36,11,21,82,34,8,56,122,4,4,3,3,6 +velarra01,1987,1,NYA,AL,8,22,1,4,0,0,0,1,0,0,0,6,0,0,0,0,1 +venabma01,1987,1,CIN,NL,7,7,2,1,0,0,0,2,0,0,0,0,0,0,0,0,0 +violafr01,1987,1,MIN,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +virgioz02,1987,1,ATL,NL,123,429,57,106,13,1,27,72,0,1,47,81,4,7,2,1,18 +vonohda01,1987,1,OAK,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +waddeto01,1987,1,CLE,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +walewji01,1987,1,DET,AL,53,54,24,13,3,1,1,4,2,1,7,6,0,0,2,0,2 +walkbo01,1987,1,PIT,NL,39,26,6,6,0,0,0,5,0,0,0,6,0,0,1,0,1 +walkech01,1987,1,CHN,NL,47,105,15,21,4,0,0,7,11,4,12,23,1,0,2,2,1 +walkegr01,1987,1,CHA,AL,157,566,85,145,33,2,27,94,2,1,75,112,7,5,1,5,12 +wallati01,1987,1,MON,NL,153,593,89,177,42,4,26,123,9,5,37,98,5,7,0,7,6 +wallety01,1987,1,HOU,NL,11,6,1,1,1,0,0,0,0,0,0,3,0,0,0,0,0 +wallide01,1987,1,HOU,NL,110,325,45,92,21,4,5,33,5,1,39,37,1,0,2,4,9 +waltege01,1987,1,NYN,NL,21,1,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0 +warddu01,1987,1,TOR,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wardga01,1987,1,NYA,AL,146,529,65,131,22,1,16,78,9,1,33,101,2,1,2,4,20 +washicl01,1987,1,NYA,AL,102,312,42,87,17,0,9,44,10,1,27,54,2,0,0,0,3 +washiro01,1987,1,BAL,AL,26,79,7,16,3,1,1,6,0,1,1,15,0,0,1,0,2 +washiul01,1987,1,PIT,NL,10,10,1,3,0,0,0,0,0,0,2,3,1,0,2,0,0 +wasinma01,1987,1,SFN,NL,44,80,16,22,3,0,1,3,2,0,8,14,0,0,2,0,3 +weaveji03,1987,1,SEA,AL,7,4,2,0,0,0,0,0,1,1,2,3,0,0,0,0,0 +webstmi01,1987,1,MON,NL,156,588,101,165,30,8,15,63,33,10,70,95,5,6,8,4,6 +wegmabi01,1987,1,ML4,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +weisswa01,1987,1,OAK,AL,16,26,3,12,4,0,0,1,1,2,2,2,0,0,1,0,0 +welchbo01,1987,1,LAN,NL,38,83,5,13,0,0,0,5,0,0,7,24,0,0,8,0,0 +wellmbr01,1987,1,LAN,NL,3,4,1,1,0,0,0,1,0,0,0,1,0,0,0,0,0 +wellsda01,1987,1,TOR,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +whitalo01,1987,1,DET,AL,149,604,110,160,38,6,16,59,13,5,71,108,2,1,4,4,5 +whitede03,1987,1,CAL,AL,159,639,103,168,33,5,24,87,32,11,39,135,2,2,14,2,8 +whitefr01,1987,1,KCA,AL,154,563,67,138,32,2,17,78,1,3,51,86,5,2,4,4,16 +whitsed01,1987,1,SDN,NL,36,65,1,8,1,0,0,4,0,0,1,17,0,0,10,0,0 +whitter01,1987,1,TOR,AL,135,446,57,120,24,1,19,75,0,1,44,50,4,1,0,3,17 +wiggial01,1987,1,BAL,AL,85,306,37,71,4,2,1,15,20,7,28,34,0,1,6,1,6 +wilforo01,1987,1,SFN,NL,2,8,2,1,0,0,1,2,1,0,1,2,0,0,0,0,0 +wilkecu01,1987,1,TEX,AL,85,138,28,37,5,3,2,14,6,3,6,16,0,2,0,0,2 +wilkibi01,1987,1,SEA,AL,56,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +willaje01,1987,1,OAK,AL,7,6,1,1,0,0,0,0,0,0,2,1,0,0,0,0,0 +willied01,1987,1,CLE,AL,22,64,9,11,4,0,1,4,0,0,9,19,0,1,0,1,2 +willifr01,1987,1,CIN,NL,85,5,0,0,0,0,0,0,0,0,0,1,0,0,1,0,1 +willike02,1987,1,CHA,AL,116,391,48,110,18,2,11,50,21,10,10,83,0,9,3,1,5 +willima04,1987,1,SFN,NL,84,245,28,46,9,2,8,21,4,3,16,68,4,1,3,1,5 +willima05,1987,1,BAL,AL,61,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +willimi02,1987,1,TEX,AL,85,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +willire01,1987,1,LAN,NL,39,36,6,4,0,0,0,4,1,1,5,9,0,0,0,1,2 +willsfr01,1987,1,CLE,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wilsogl01,1987,1,PHI,NL,154,569,55,150,21,2,14,54,3,6,38,82,2,1,0,6,18 +wilsomo01,1987,1,NYN,NL,124,385,58,115,19,7,9,34,21,6,35,85,8,2,2,1,2 +wilsota01,1987,1,CAL,AL,7,2,5,1,0,0,0,0,0,0,1,0,0,0,1,0,0 +wilsowi02,1987,1,KCA,AL,146,610,97,170,18,15,4,30,59,11,32,88,2,6,4,1,9 +winero01,1987,1,HOU,NL,14,29,1,3,1,0,0,0,0,0,1,10,0,0,1,0,0 +winfida01,1987,1,NYA,AL,156,575,83,158,22,1,27,97,5,6,76,96,5,0,1,3,20 +winnihe01,1987,1,MON,NL,137,347,34,83,20,3,4,41,29,10,34,68,7,0,1,4,10 +winnji01,1987,1,CHA,AL,56,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wittbo01,1987,1,TEX,AL,27,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +wittmi01,1987,1,CAL,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wojnaed01,1987,1,SDN,NL,5,5,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +woodami01,1987,1,SFN,NL,10,19,0,4,1,0,0,1,0,0,0,1,0,0,0,0,0 +woodstr01,1987,1,LAN,NL,53,136,14,31,8,1,1,11,1,1,9,21,2,2,0,1,2 +woodwro01,1987,1,BOS,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +worreto01,1987,1,SLN,NL,75,10,0,1,0,0,0,0,0,0,0,6,0,0,1,0,1 +wynegbu01,1987,1,CAL,AL,31,92,4,19,2,0,0,5,0,0,9,13,0,0,1,0,2 +wynnema01,1987,1,SDN,NL,98,188,17,47,8,2,2,24,11,6,20,37,1,0,4,1,5 +yettri01,1987,1,CLE,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +youmafl01,1987,1,MON,NL,23,40,2,6,2,0,1,3,0,0,0,16,0,0,1,0,0 +youngcu01,1987,1,OAK,AL,31,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +youngge02,1987,1,HOU,NL,71,274,44,88,9,2,1,15,26,9,26,27,0,1,0,2,1 +youngjo02,1987,1,SFN,NL,69,91,9,23,3,0,3,11,1,1,5,13,0,1,0,1,3 +youngma01,1987,1,LAN,NL,47,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +youngmi01,1987,1,BAL,AL,110,363,46,87,10,1,16,39,10,7,46,91,2,2,0,1,7 +yountro01,1987,1,ML4,AL,158,635,99,198,25,9,21,103,19,9,76,94,10,1,6,5,9 +ziemst01,1987,1,ATL,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +zuvelpa01,1987,1,NYA,AL,14,34,2,6,0,0,0,0,0,0,0,4,0,0,2,0,1 +aasedo01,1988,1,BAL,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +abnersh01,1988,1,SDN,NL,37,83,6,15,3,0,2,5,0,1,4,19,1,1,0,1,1 +ackerji01,1988,1,ATL,NL,21,5,0,2,0,0,0,0,0,0,1,1,0,0,0,0,0 +adducji01,1988,1,ML4,AL,44,94,8,25,6,1,1,15,0,1,0,15,0,0,0,3,1 +agostju01,1988,1,HOU,NL,75,5,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +aguaylu01,1988,1,PHI,NL,49,97,9,24,3,0,3,5,2,0,13,17,2,0,1,0,2 +aguaylu01,1988,2,NYA,AL,50,140,12,35,4,0,3,8,0,2,7,33,1,1,0,1,4 +aguilri01,1988,1,NYN,NL,11,4,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +albagi01,1988,1,SLN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +aldremi01,1988,1,SFN,NL,139,389,44,104,15,0,3,50,6,5,56,65,13,0,1,3,10 +alexado01,1988,1,DET,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +alicelu01,1988,1,SLN,NL,93,297,20,63,10,4,1,24,1,1,25,32,4,2,4,2,12 +allanan01,1988,1,CLE,AL,133,434,44,114,11,0,5,50,5,9,25,63,2,3,8,4,6 +allenne01,1988,1,NYA,AL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +allenro02,1988,1,CLE,AL,5,11,1,1,1,0,0,0,0,0,0,2,0,0,0,0,0 +almonbi01,1988,1,PHI,NL,20,26,1,3,2,0,0,1,0,0,3,11,0,0,2,0,0 +alomaro01,1988,1,SDN,NL,143,545,84,145,24,6,9,41,24,6,47,83,5,3,16,0,15 +alomasa02,1988,1,SDN,NL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +alvarjo01,1988,1,ATL,NL,61,8,0,3,0,0,0,0,0,0,1,0,0,0,1,0,0 +anderal02,1988,1,MIN,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +anderbr01,1988,1,BOS,AL,41,148,14,34,5,3,0,12,4,2,15,35,0,4,4,1,2 +anderbr01,1988,2,BAL,AL,53,177,17,35,8,1,1,9,6,4,8,40,0,0,7,0,1 +anderda02,1988,1,LAN,NL,116,285,31,71,10,2,2,20,4,2,32,45,4,1,5,2,9 +anderla02,1988,1,HOU,NL,53,6,1,2,0,0,0,0,0,0,0,1,0,0,0,0,0 +anderri02,1988,1,KCA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +andujjo01,1988,1,HOU,NL,23,19,0,4,2,0,0,0,0,0,2,9,0,0,1,0,0 +aquinlu01,1988,1,KCA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +armasto01,1988,1,CAL,AL,120,368,42,100,20,2,13,49,1,3,22,87,0,0,1,2,13 +armstja01,1988,1,CIN,NL,14,21,0,2,0,0,0,0,0,0,0,10,0,0,1,0,0 +arnolsc01,1988,1,SLN,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ashbyal01,1988,1,HOU,NL,73,227,19,54,10,0,7,33,0,0,29,36,3,0,1,4,5 +assenpa01,1988,1,ATL,NL,64,3,0,1,1,0,0,0,0,0,0,0,0,0,1,0,0 +atherke01,1988,1,MIN,AL,49,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +augusdo01,1988,1,ML4,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +backmwa01,1988,1,NYN,NL,99,294,44,89,12,0,0,17,9,5,41,49,1,1,9,2,6 +bailema01,1988,1,HOU,NL,8,23,1,3,0,0,0,0,0,1,5,6,0,0,0,0,1 +bailesc01,1988,1,CLE,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +baineha01,1988,1,CHA,AL,158,599,55,166,39,1,13,81,0,0,67,109,14,1,0,7,21 +bairdo01,1988,1,TOR,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bakerdo01,1988,1,MIN,AL,11,7,1,0,0,0,0,0,0,0,0,5,0,0,0,0,0 +balbost01,1988,1,KCA,AL,21,63,2,9,2,0,2,5,0,0,1,20,0,0,0,0,0 +balbost01,1988,2,SEA,AL,97,350,44,88,15,1,21,61,0,1,23,67,2,1,0,2,8 +ballaje01,1988,1,BAL,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bandoch01,1988,1,CLE,AL,32,72,6,9,1,0,1,8,0,0,8,12,0,1,3,2,4 +bandoch01,1988,2,DET,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bankhsc01,1988,1,SEA,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bannifl01,1988,1,KCA,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barfije01,1988,1,TOR,AL,137,468,62,114,21,5,18,56,7,3,41,108,6,1,4,6,10 +barojsa01,1988,1,PHI,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barrema02,1988,1,BOS,AL,150,612,83,173,28,1,1,65,7,3,40,35,1,7,20,8,16 +barreti01,1988,1,MON,NL,4,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +barreto01,1988,1,PHI,NL,36,54,5,11,1,0,0,3,0,0,7,8,0,1,1,0,1 +basske01,1988,1,HOU,NL,157,541,57,138,27,2,14,72,31,6,42,65,10,6,3,3,16 +bautijo01,1988,1,BAL,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +baylodo01,1988,1,OAK,AL,92,264,28,58,7,0,7,34,0,1,34,44,2,12,0,3,7 +beanbi01,1988,1,DET,AL,10,11,2,2,0,1,0,0,0,0,0,2,0,0,1,0,0 +beanebi01,1988,1,DET,AL,6,6,1,1,0,0,0,1,0,0,0,2,0,0,0,0,0 +bedrost01,1988,1,PHI,NL,57,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +belchti01,1988,1,LAN,NL,36,56,2,4,2,0,1,3,0,0,0,28,0,0,5,0,0 +bellbu01,1988,1,CIN,NL,21,54,3,10,0,0,0,3,0,0,7,3,1,0,0,2,2 +bellbu01,1988,2,HOU,NL,74,269,24,68,10,1,7,37,1,1,19,29,1,0,0,1,8 +bellge02,1988,1,TOR,AL,156,614,78,165,27,5,24,97,4,2,34,66,5,1,0,8,21 +bellira01,1988,1,PIT,NL,122,286,28,61,0,4,0,11,7,1,26,47,3,4,5,0,10 +bellja01,1988,1,CLE,AL,73,211,23,46,5,1,2,21,4,2,21,53,0,1,1,2,3 +benedbr01,1988,1,ATL,NL,90,236,11,57,7,0,0,19,0,2,19,26,1,0,5,2,2 +beniqju01,1988,1,TOR,AL,27,58,9,17,2,0,1,8,0,0,8,6,0,0,1,1,4 +benzito01,1988,1,BOS,AL,120,405,47,103,28,1,13,70,2,3,22,80,4,1,6,2,8 +berenju01,1988,1,MIN,AL,57,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bergmda01,1988,1,DET,AL,116,289,37,85,14,0,5,35,0,2,38,34,2,0,2,4,7 +berryda01,1988,1,CHN,NL,95,309,19,80,19,1,7,38,1,0,17,56,5,0,3,3,11 +bestka01,1988,1,MIN,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bicheda01,1988,1,CAL,AL,21,46,1,12,2,0,0,8,0,0,0,7,0,0,0,4,0 +bielemi01,1988,1,CHN,NL,19,10,0,1,0,0,0,0,0,0,0,7,0,0,0,0,0 +biggicr01,1988,1,HOU,NL,50,123,14,26,6,1,3,5,6,1,7,29,2,0,1,0,1 +birkbmi01,1988,1,ML4,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +birtsti01,1988,1,CIN,NL,36,10,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +bittije01,1988,1,CHA,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +blackbu02,1988,1,KCA,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +blackbu02,1988,2,CLE,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +blankke01,1988,1,ATL,NL,2,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +blankke01,1988,2,CHN,NL,1,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +blankla02,1988,1,OAK,AL,10,3,1,0,0,0,0,0,0,1,0,1,0,0,0,0,0 +blausje01,1988,1,ATL,NL,18,67,7,16,3,1,2,7,0,1,2,11,0,1,3,1,1 +blockte01,1988,1,ATL,NL,66,198,13,42,4,2,2,10,1,1,10,20,3,0,2,0,6 +blylebe01,1988,1,MIN,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bockura01,1988,1,SFN,NL,20,6,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +boddimi01,1988,1,BAL,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +boddimi01,1988,2,BOS,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +boevejo01,1988,1,ATL,NL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +boggswa01,1988,1,BOS,AL,155,584,128,214,45,6,5,58,2,3,125,34,18,3,0,7,23 +boltoto01,1988,1,BOS,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bondsba01,1988,1,PIT,NL,144,538,97,152,30,5,24,58,17,11,72,82,14,2,0,2,3 +bonilbo01,1988,1,PIT,NL,159,584,87,160,32,7,24,100,3,5,85,82,19,4,0,8,4 +bookegr01,1988,1,SDN,NL,34,8,1,2,1,0,0,1,0,0,0,5,0,0,0,0,0 +bookero01,1988,1,SLN,NL,18,35,6,12,3,0,0,3,2,2,4,3,0,0,0,0,0 +boonebo01,1988,1,CAL,AL,122,352,38,104,17,0,5,39,2,2,29,26,2,2,9,0,9 +bordepa01,1988,1,TOR,AL,56,154,15,42,6,3,5,21,0,0,3,24,0,0,2,1,5 +bordiri01,1988,1,OAK,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bosioch01,1988,1,ML4,AL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bosleth01,1988,1,KCA,AL,15,21,1,4,0,0,0,2,0,0,2,6,1,0,0,1,0 +bosleth01,1988,2,CAL,AL,35,75,9,21,5,0,0,7,1,1,6,12,0,0,1,3,2 +bostoda01,1988,1,CHA,AL,105,281,37,61,12,2,15,31,9,3,21,44,5,0,2,1,5 +boydoi01,1988,1,BOS,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bradlph01,1988,1,PHI,NL,154,569,77,150,30,5,11,56,11,9,54,106,0,16,3,6,11 +bradlsc01,1988,1,SEA,AL,103,335,45,86,17,1,4,33,1,1,17,16,1,2,3,2,11 +bragggl01,1988,1,ML4,AL,72,272,30,71,14,0,10,42,6,4,14,60,0,5,1,2,6 +brantje01,1988,1,SFN,NL,9,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +brantmi01,1988,1,SEA,AL,149,577,76,152,25,4,15,56,18,7,26,64,0,2,5,4,12 +breamsi01,1988,1,PIT,NL,148,462,50,122,37,0,10,65,9,9,47,64,6,1,4,8,11 +brenlbo01,1988,1,SFN,NL,73,206,13,39,7,0,5,22,1,2,20,40,3,2,2,2,3 +brennwi01,1988,1,LAN,NL,4,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +brettge01,1988,1,KCA,AL,157,589,90,180,42,3,24,103,14,3,82,51,15,3,0,7,15 +brilegr01,1988,1,SEA,AL,13,36,6,9,2,0,1,4,0,1,5,6,1,0,0,1,0 +brockgr01,1988,1,ML4,AL,115,364,53,77,16,1,6,50,6,2,63,48,16,3,3,4,11 +brookhu01,1988,1,MON,NL,151,588,61,164,35,2,20,90,7,3,35,108,3,1,0,4,21 +brookto01,1988,1,DET,AL,136,441,62,107,23,5,5,38,4,4,44,74,2,3,6,4,9 +browebo01,1988,1,TEX,AL,82,201,29,45,7,0,1,11,10,5,27,38,0,0,6,0,6 +brownch02,1988,1,SDN,NL,80,247,14,58,6,0,2,19,0,0,19,49,3,3,3,2,9 +brownje01,1988,1,TEX,AL,73,214,26,49,9,2,1,17,7,5,25,32,0,0,3,1,5 +brownke01,1988,1,TEX,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brownke02,1988,1,CIN,NL,4,4,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +brownma03,1988,1,CIN,NL,10,16,0,3,1,0,0,2,0,1,1,2,0,0,0,0,0 +brownmi02,1988,1,CAL,AL,18,50,4,11,2,0,0,3,0,0,1,12,0,0,1,0,2 +brownto05,1988,1,CIN,NL,41,83,7,12,2,0,0,4,3,0,5,24,0,0,9,0,0 +brunato01,1988,1,MIN,AL,14,49,5,9,1,0,1,6,1,2,7,11,0,0,0,0,0 +brunato01,1988,2,SLN,NL,143,523,69,128,22,4,22,79,16,6,79,82,6,4,1,6,17 +bucknbi01,1988,1,CAL,AL,19,43,1,9,0,0,0,9,2,0,4,0,0,0,0,1,2 +bucknbi01,1988,2,KCA,AL,89,242,18,62,14,0,3,34,3,1,13,19,5,0,4,4,6 +buechst01,1988,1,TEX,AL,155,503,68,126,21,4,16,58,2,4,65,79,6,5,6,0,8 +buhneja01,1988,1,NYA,AL,25,69,8,13,0,0,3,13,0,0,3,25,0,3,0,1,1 +buhneja01,1988,2,SEA,AL,60,192,28,43,13,1,10,25,1,1,25,68,1,3,1,2,4 +buicede01,1988,1,CAL,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bulloer01,1988,1,MIN,AL,16,17,3,5,0,0,0,3,1,0,3,1,0,0,0,0,0 +burketi01,1988,1,MON,NL,61,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +burksel01,1988,1,BOS,AL,144,540,93,159,37,5,18,92,25,9,62,89,1,3,4,6,8 +burnsto02,1988,1,OAK,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bushra01,1988,1,MIN,AL,136,394,51,103,20,3,14,51,8,6,58,49,14,9,0,5,8 +butersa01,1988,1,TOR,AL,23,60,3,14,2,1,1,6,0,0,1,9,0,0,1,0,1 +butlebr01,1988,1,SFN,NL,157,568,109,163,27,9,6,43,43,20,97,64,4,4,8,2,2 +byersra01,1988,1,SDN,NL,11,10,0,2,1,0,0,0,0,0,0,5,0,0,0,0,0 +cadargr01,1988,1,OAK,AL,58,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +caldeiv01,1988,1,CHA,AL,73,264,40,56,14,0,14,35,4,4,34,66,2,0,0,3,6 +calhoje01,1988,1,PHI,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +camacer01,1988,1,HOU,NL,13,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +caminke01,1988,1,HOU,NL,30,83,5,15,2,0,1,7,0,0,5,18,0,0,0,1,3 +campbmi01,1988,1,SEA,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +campusi01,1988,1,TOR,AL,73,142,14,31,10,2,2,12,0,0,9,33,0,4,2,1,0 +candaca01,1988,1,MON,NL,36,116,9,20,5,1,0,4,1,0,10,11,1,0,2,0,7 +candaca01,1988,2,HOU,NL,21,31,2,5,3,0,0,1,0,1,1,6,0,0,1,0,0 +candejo01,1988,1,NYA,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +candito01,1988,1,CLE,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cangejo01,1988,1,PIT,NL,75,118,18,30,4,1,0,8,9,4,17,16,0,1,3,0,0 +cansejo01,1988,1,OAK,AL,158,610,120,187,34,0,42,124,40,16,78,128,10,10,1,6,15 +capelmi01,1988,1,CHN,NL,22,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +caprani01,1988,1,KCA,AL,14,29,3,4,1,0,0,0,1,0,2,3,0,0,0,0,3 +carltst01,1988,1,MIN,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +carmado01,1988,1,PHI,NL,36,63,1,3,0,0,0,0,0,0,0,19,0,0,8,0,1 +carpecr01,1988,1,SLN,NL,8,14,1,2,0,0,0,1,0,0,0,3,0,0,3,0,0 +carrema01,1988,1,NYN,NL,7,9,5,5,2,0,1,1,0,0,2,1,0,0,0,0,0 +cartega01,1988,1,NYN,NL,130,455,39,110,16,2,11,46,0,2,34,52,1,7,1,6,8 +cartejo01,1988,1,CLE,AL,157,621,85,168,36,6,27,98,27,5,35,82,6,7,1,6,6 +carych01,1988,1,ATL,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +castica01,1988,1,CLE,AL,66,176,12,48,8,0,4,14,6,2,5,31,1,1,0,0,4 +castiju01,1988,1,ML4,AL,54,90,10,20,0,0,0,2,2,0,3,14,0,0,1,0,1 +castito02,1988,1,TOR,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cecenjo01,1988,1,TEX,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ceronri01,1988,1,BOS,AL,84,264,31,71,13,1,3,27,0,0,20,32,0,3,1,1,6 +cerutjo01,1988,1,TOR,AL,46,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chambch01,1988,1,NYA,AL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +charlno01,1988,1,CIN,NL,10,15,1,0,0,0,0,0,0,0,0,12,0,1,4,0,0 +childro01,1988,1,HOU,NL,11,4,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +chrisjo02,1988,1,MIN,AL,23,38,5,10,4,0,0,5,0,0,3,5,1,2,0,0,1 +clancji01,1988,1,TOR,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clarkda05,1988,1,CLE,AL,63,156,11,41,4,1,3,18,0,2,17,28,2,0,0,1,8 +clarkja01,1988,1,NYA,AL,150,496,81,120,14,0,27,93,3,2,113,141,6,2,0,5,14 +clarkje01,1988,1,SDN,NL,6,15,0,3,1,0,0,3,0,0,0,4,0,0,0,0,0 +clarkte01,1988,1,CAL,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clarkwi02,1988,1,SFN,NL,162,575,102,162,31,6,29,109,9,1,100,129,27,4,0,10,9 +clayda02,1988,1,PHI,NL,17,2,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +clearma01,1988,1,ML4,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clemepa01,1988,1,NYA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clemero02,1988,1,BOS,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clibust02,1988,1,CAL,AL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +codirch01,1988,1,CLE,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +coffmke01,1988,1,ATL,NL,19,22,2,5,3,0,0,4,0,0,0,6,0,1,1,0,0 +colemvi01,1988,1,SLN,NL,153,616,77,160,20,10,3,38,81,27,49,111,4,1,8,5,4 +colesda01,1988,1,PIT,NL,68,211,20,49,13,1,5,36,1,1,20,41,1,3,0,7,3 +colesda01,1988,2,SEA,AL,55,195,32,57,10,1,10,34,3,2,17,26,0,4,2,3,5 +collida02,1988,1,CIN,NL,99,174,12,41,6,2,0,14,7,2,11,27,0,2,0,2,0 +comstke01,1988,1,SDN,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +conceda01,1988,1,CIN,NL,84,197,11,39,9,0,0,8,3,2,18,23,5,0,1,0,4 +coneda01,1988,1,NYN,NL,35,80,2,12,3,0,0,2,0,1,3,14,0,0,5,0,0 +cookde01,1988,1,SFN,NL,4,4,1,0,0,0,0,0,0,0,3,1,0,0,1,0,0 +cookmi01,1988,1,CAL,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +corbesh01,1988,1,CAL,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +corsiji01,1988,1,OAK,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +costejo01,1988,1,SLN,NL,36,5,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +cottohe01,1988,1,SEA,AL,133,386,50,100,18,1,8,33,27,3,23,53,0,2,4,3,8 +coxda01,1988,1,SLN,NL,13,23,0,1,0,0,0,0,0,0,0,13,0,0,5,0,0 +crewsti01,1988,1,LAN,NL,42,5,1,1,0,0,0,0,0,0,0,0,0,0,1,0,0 +crimch01,1988,1,ML4,AL,70,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +croucza01,1988,1,BOS,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cruzjo01,1988,1,NYA,AL,38,80,9,16,2,0,1,7,0,1,8,8,1,0,0,0,2 +curryst01,1988,1,BOS,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +danieka01,1988,1,CIN,NL,140,495,95,144,29,1,18,64,27,6,87,94,10,3,0,4,11 +darliro01,1988,1,NYN,NL,34,82,4,18,4,2,0,4,0,0,1,21,0,0,9,0,1 +darwida01,1988,1,HOU,NL,44,56,3,4,2,0,1,7,0,0,1,22,0,0,2,1,0 +dascedo01,1988,1,CHN,NL,26,75,9,16,3,0,0,4,6,1,9,4,1,0,1,0,2 +daultda01,1988,1,PHI,NL,58,144,13,30,6,0,1,12,2,1,17,26,1,0,0,2,2 +davidma01,1988,1,MIN,AL,100,106,22,23,7,0,1,10,3,3,10,20,0,1,1,1,3 +davisal01,1988,1,SEA,AL,140,478,67,141,24,1,18,69,1,1,95,53,13,4,0,5,14 +davisbu02,1988,1,BAL,AL,13,25,2,6,1,0,0,0,1,0,0,8,0,0,0,0,2 +davisch01,1988,1,CAL,AL,158,600,81,161,29,3,21,93,9,10,56,118,14,0,1,10,13 +davisdo01,1988,1,CAL,AL,6,12,1,0,0,0,0,0,0,0,0,3,0,1,0,0,0 +daviser01,1988,1,CIN,NL,135,472,81,129,18,3,26,93,35,3,65,124,10,3,0,3,11 +davisgl01,1988,1,HOU,NL,152,561,78,152,26,0,30,99,4,3,53,77,20,11,0,9,11 +davisjo02,1988,1,CHN,NL,88,249,19,57,9,0,6,33,0,3,29,51,3,1,2,3,7 +davisjo02,1988,2,ATL,NL,2,8,2,2,0,0,1,3,0,0,0,1,0,0,0,0,0 +davisjo03,1988,1,CHA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +davisjo04,1988,1,CHA,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +davisma01,1988,1,SDN,NL,62,10,2,2,0,0,1,2,1,0,1,4,0,0,1,0,0 +davismi02,1988,1,LAN,NL,108,281,29,55,11,2,2,17,7,3,25,59,0,0,2,2,6 +davisro02,1988,1,SFN,NL,9,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +davisst02,1988,1,OAK,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dawlebi01,1988,1,PHI,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dawsoan01,1988,1,CHN,NL,157,591,78,179,31,8,24,79,12,4,37,73,12,4,1,7,13 +dayleke01,1988,1,SLN,NL,54,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +dedmoje01,1988,1,CLE,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +deerro01,1988,1,ML4,AL,135,492,71,124,24,0,23,85,9,5,51,153,4,7,0,5,4 +dejesiv01,1988,1,DET,AL,7,17,1,3,0,0,0,0,0,0,1,4,0,0,3,0,0 +dejesjo01,1988,1,KCA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +deleojo01,1988,1,SLN,NL,35,72,1,10,1,0,0,2,0,0,1,19,0,1,12,0,1 +deloslu01,1988,1,KCA,AL,11,22,1,2,1,1,0,1,0,0,4,4,0,0,0,0,3 +dempsri01,1988,1,LAN,NL,77,167,25,42,13,0,7,30,1,0,25,44,0,0,0,6,4 +dernibo01,1988,1,PHI,NL,68,166,19,48,3,1,1,10,13,6,9,19,0,1,3,0,2 +deshaji01,1988,1,HOU,NL,31,63,1,3,0,0,0,3,0,1,2,38,0,0,6,0,1 +destror01,1988,1,PIT,NL,36,47,2,7,1,0,1,3,0,0,5,17,0,0,0,1,0 +devermi01,1988,1,LAN,NL,30,43,4,5,1,0,0,2,0,1,2,10,0,0,0,0,0 +diazbo01,1988,1,CIN,NL,92,315,26,69,9,0,10,35,0,2,7,41,4,1,1,3,16 +diazma01,1988,1,SEA,AL,28,72,6,22,5,0,0,9,0,0,3,5,0,0,0,1,3 +diazmi01,1988,1,PIT,NL,47,74,6,17,3,0,0,5,0,0,16,13,1,0,0,0,2 +diazmi01,1988,2,CHA,AL,40,152,12,36,6,0,3,12,0,1,5,30,0,1,0,0,5 +dibblro01,1988,1,CIN,NL,37,2,0,0,0,0,0,0,0,0,0,1,0,0,2,0,0 +dillago01,1988,1,BAL,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dimicfr01,1988,1,CAL,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dipinfr01,1988,1,CHN,NL,63,10,2,1,0,0,0,0,0,0,0,4,0,0,1,0,0 +distebe01,1988,1,PIT,NL,16,29,6,10,3,1,1,6,0,0,3,4,1,0,0,1,1 +dodsopa01,1988,1,BOS,AL,17,45,5,8,3,1,1,1,0,0,6,17,0,0,0,0,0 +dopsojo01,1988,1,MON,NL,26,51,0,3,1,0,0,1,0,0,1,31,0,0,4,0,2 +doranbi02,1988,1,HOU,NL,132,480,66,119,18,1,7,53,17,4,65,60,3,1,4,2,7 +dorsebr01,1988,1,CAL,AL,7,11,0,1,0,0,0,2,0,0,1,5,0,0,0,0,0 +dotsori01,1988,1,NYA,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +downibr01,1988,1,CAL,AL,135,484,80,117,18,2,25,64,3,4,81,63,5,14,5,6,12 +downske01,1988,1,SFN,NL,27,54,7,9,2,1,0,3,0,0,3,17,0,0,4,0,1 +drabedo01,1988,1,PIT,NL,33,76,4,13,3,2,0,5,0,0,1,25,0,2,5,0,0 +draveda01,1988,1,SFN,NL,7,10,2,1,0,0,0,0,0,0,0,1,0,0,3,0,0 +drewca01,1988,1,HOU,NL,7,16,1,3,0,1,0,1,0,0,0,1,0,0,0,0,0 +duceyro01,1988,1,TOR,AL,27,54,15,17,4,1,0,6,1,0,5,7,0,0,2,2,1 +dunnemi01,1988,1,PIT,NL,34,46,7,5,0,0,0,3,0,0,3,12,0,0,7,2,0 +dunstsh01,1988,1,CHN,NL,155,575,69,143,23,6,9,56,30,9,16,108,8,2,4,2,6 +durhale01,1988,1,CHN,NL,24,73,10,16,6,1,3,6,0,1,9,20,2,0,0,0,0 +durhale01,1988,2,CIN,NL,21,51,4,11,3,0,1,2,0,0,5,12,1,0,0,0,0 +dwyerji01,1988,1,BAL,AL,35,53,3,12,0,0,0,3,0,0,12,11,3,0,0,1,0 +dwyerji01,1988,2,MIN,AL,20,41,6,12,1,0,2,15,0,0,13,8,1,1,0,1,1 +dykstle01,1988,1,NYN,NL,126,429,57,116,19,3,8,33,30,8,30,43,2,3,2,2,3 +eavega01,1988,1,ATL,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +eckerde01,1988,1,OAK,AL,60,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +eicheju01,1988,1,ATL,NL,20,3,0,0,0,0,0,0,0,0,0,2,0,1,0,0,0 +eichhma01,1988,1,TOR,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +eilanda01,1988,1,NYA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +eisenji01,1988,1,KCA,AL,82,202,26,44,8,1,1,19,9,3,6,31,1,0,2,4,2 +ellswst01,1988,1,BOS,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +elsteke01,1988,1,NYN,NL,149,406,41,87,11,1,9,37,2,0,35,47,12,3,6,0,5 +engleda01,1988,1,MON,NL,34,37,4,8,3,0,0,1,0,0,5,5,0,0,0,0,2 +epparji01,1988,1,CAL,AL,56,113,7,32,3,1,0,14,0,0,11,15,0,0,2,0,4 +esaskni01,1988,1,CIN,NL,122,391,40,95,17,2,15,62,7,2,48,104,4,4,0,7,6 +escoban01,1988,1,SFN,NL,3,3,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +espinal01,1988,1,NYA,AL,3,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +espyce01,1988,1,TEX,AL,123,347,46,86,17,6,2,39,33,10,20,83,1,1,5,3,2 +evansda01,1988,1,DET,AL,144,437,48,91,9,0,22,64,1,4,84,89,4,1,0,0,14 +evansdw01,1988,1,BOS,AL,149,559,96,164,31,7,21,111,5,1,76,99,3,1,2,7,16 +farrejo03,1988,1,CLE,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +farrst01,1988,1,KCA,AL,62,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +feldemi01,1988,1,ML4,AL,50,81,14,14,1,0,0,5,8,2,0,11,0,1,3,0,1 +fermife01,1988,1,PIT,NL,43,87,9,24,0,2,0,2,3,1,8,10,1,3,1,1,3 +fernasi01,1988,1,NYN,NL,31,56,1,14,2,0,0,9,0,0,5,14,0,1,7,3,2 +fernato01,1988,1,TOR,AL,154,648,76,186,41,4,5,70,15,5,45,65,3,4,3,4,9 +fieldbr01,1988,1,SEA,AL,39,67,8,18,5,0,1,5,0,1,4,11,0,0,2,0,2 +fieldce01,1988,1,TOR,AL,74,174,24,40,6,1,9,23,0,1,14,53,0,1,0,1,6 +filerto01,1988,1,ML4,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +finlech01,1988,1,CAL,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +firovda01,1988,1,CLE,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fishebr01,1988,1,PIT,NL,33,42,1,2,1,0,0,1,0,1,3,24,0,0,2,0,0 +fishejo01,1988,1,HOU,NL,19,26,1,6,0,0,1,2,0,0,3,6,0,0,1,0,0 +fiskca01,1988,1,CHA,AL,76,253,37,70,8,1,19,50,0,0,37,40,9,5,1,2,6 +fitzgmi02,1988,1,MON,NL,63,155,17,42,6,1,5,23,2,2,19,22,0,0,4,2,4 +fitzgmi03,1988,1,SLN,NL,13,46,4,9,1,0,0,1,0,0,0,9,0,1,0,0,0 +flanami01,1988,1,TOR,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +flannti01,1988,1,SDN,NL,79,170,16,45,5,4,0,19,3,2,24,32,1,4,5,2,5 +fletcsc01,1988,1,TEX,AL,140,515,59,142,19,4,0,47,8,5,62,34,1,12,15,5,13 +foleyto02,1988,1,MON,NL,127,377,33,100,21,3,5,43,2,7,30,49,10,1,0,3,11 +fordcu01,1988,1,SLN,NL,91,128,11,25,6,0,1,18,6,1,8,26,1,0,1,2,4 +forscbo01,1988,1,SLN,NL,31,25,3,7,0,0,0,2,1,0,1,6,0,0,5,0,0 +forscbo01,1988,2,HOU,NL,6,7,0,1,1,0,0,3,0,0,0,1,0,0,1,0,0 +fossato01,1988,1,TEX,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +francjo01,1988,1,CIN,NL,70,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +francju01,1988,1,CLE,AL,152,613,88,186,23,6,10,54,25,11,56,72,4,2,1,4,17 +francte01,1988,1,CLE,AL,62,212,24,66,8,0,1,12,0,0,5,18,1,0,2,2,4 +frasewi01,1988,1,CAL,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +freemma02,1988,1,PHI,NL,11,14,1,3,0,0,0,0,0,0,0,9,0,0,3,0,0 +frohwto01,1988,1,PHI,NL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gaettga01,1988,1,MIN,AL,133,468,66,141,29,2,28,88,7,4,36,85,5,5,1,6,10 +gagnegr01,1988,1,MIN,AL,149,461,70,109,20,6,14,48,15,7,27,110,2,7,11,1,13 +galaran01,1988,1,MON,NL,157,609,99,184,42,8,29,92,13,4,39,153,9,10,0,3,12 +gallada01,1988,1,CHA,AL,101,347,59,105,15,3,5,31,5,4,29,40,3,0,6,2,8 +gallemi01,1988,1,OAK,AL,129,277,38,58,8,0,2,20,2,3,34,53,0,1,8,0,6 +gantnji01,1988,1,ML4,AL,155,539,67,149,28,2,0,47,20,8,34,50,1,3,18,2,9 +gantro01,1988,1,ATL,NL,146,563,85,146,28,8,19,60,19,10,46,118,4,3,2,4,7 +garbeba01,1988,1,TEX,AL,30,62,4,12,2,0,0,5,0,0,4,11,0,0,0,1,3 +garbege01,1988,1,KCA,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +garcida01,1988,1,ATL,NL,21,60,3,7,1,0,1,4,1,0,3,10,0,0,1,0,4 +garcile01,1988,1,CIN,NL,23,28,2,4,1,0,0,0,0,1,4,5,1,0,0,0,0 +garcimi02,1988,1,PIT,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gardnwe01,1988,1,BOS,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +garneph01,1988,1,SFN,NL,15,13,0,2,0,0,0,1,0,1,1,3,0,0,0,0,0 +garresc01,1988,1,SFN,NL,65,13,0,1,0,0,0,0,0,0,0,5,0,0,0,0,0 +gedmari01,1988,1,BOS,AL,95,299,33,69,14,0,9,39,0,0,18,49,2,3,9,3,6 +gerenbo01,1988,1,NYA,AL,10,10,0,1,0,0,0,0,0,0,2,3,0,0,0,0,0 +gerhake01,1988,1,BAL,AL,103,262,27,51,10,1,9,23,7,3,21,57,0,2,2,4,3 +gibsoki01,1988,1,LAN,NL,150,542,106,157,28,1,25,76,31,4,73,120,14,7,3,7,8 +gibsopa01,1988,1,DET,AL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gladdda01,1988,1,MIN,AL,141,576,91,155,32,6,11,62,28,8,46,74,4,4,2,5,9 +glavito02,1988,1,ATL,NL,42,60,6,11,1,0,0,5,0,0,3,15,0,0,8,0,0 +gleatje01,1988,1,KCA,AL,42,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gonzade01,1988,1,PIT,NL,24,32,5,6,1,0,0,1,0,0,6,10,0,0,1,0,1 +gonzage01,1988,1,MIN,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gonzajo02,1988,1,LAN,NL,37,24,7,2,1,0,0,0,3,0,2,10,0,0,0,0,0 +gonzare01,1988,1,BAL,AL,92,237,13,51,6,0,2,15,2,0,13,32,0,3,5,2,5 +goodedw01,1988,1,NYN,NL,34,90,8,16,1,0,1,9,0,0,1,18,0,0,9,1,1 +gordodo01,1988,1,CLE,AL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gordoto01,1988,1,KCA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gossari01,1988,1,CHN,NL,46,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gottji01,1988,1,PIT,NL,67,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +gracema01,1988,1,CHN,NL,134,486,65,144,23,4,7,57,3,3,60,43,5,0,0,4,12 +grantma01,1988,1,SDN,NL,33,16,2,0,0,0,0,0,0,0,2,7,0,0,4,0,0 +grayje01,1988,1,CIN,NL,5,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +greenmi01,1988,1,BOS,AL,158,590,86,192,39,8,22,119,16,8,87,38,18,9,0,7,11 +greggto01,1988,1,PIT,NL,14,15,4,3,1,0,1,3,0,1,1,4,0,0,0,1,0 +greggto01,1988,2,ATL,NL,11,29,1,10,3,0,0,4,0,0,2,2,1,0,0,0,1 +griffal01,1988,1,LAN,NL,95,316,39,63,8,3,1,27,7,5,24,30,7,2,11,1,3 +griffke01,1988,1,ATL,NL,69,193,21,48,5,0,2,19,1,3,17,26,2,0,0,2,5 +griffke01,1988,2,CIN,NL,25,50,5,14,1,0,2,4,0,0,2,5,1,0,0,0,0 +grossgr01,1988,1,PHI,NL,98,133,10,27,1,0,0,5,0,0,16,3,1,1,0,1,3 +grosske01,1988,1,PHI,NL,33,75,6,13,1,0,0,2,0,0,2,28,0,1,8,0,2 +grubeke01,1988,1,TOR,AL,158,569,75,158,33,5,16,81,23,5,38,92,1,7,5,4,20 +guantce01,1988,1,NYA,AL,56,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guantce01,1988,2,TEX,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gubicma01,1988,1,KCA,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guerrpe01,1988,1,LAN,NL,59,215,24,64,7,1,5,35,2,1,25,33,2,3,0,3,2 +guerrpe01,1988,2,SLN,NL,44,149,16,40,7,1,5,30,2,0,21,26,7,2,0,4,3 +guettle01,1988,1,NYA,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guidrro01,1988,1,NYA,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guilloz01,1988,1,CHA,AL,156,566,58,148,16,7,0,39,25,13,25,40,3,2,10,3,14 +gutieja01,1988,1,PHI,NL,33,77,8,19,4,0,0,9,0,0,2,9,0,0,1,2,2 +guzmajo01,1988,1,TEX,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gwynnch01,1988,1,LAN,NL,12,11,1,2,0,0,0,0,0,0,1,2,0,0,0,0,0 +gwynnto01,1988,1,SDN,NL,133,521,64,163,22,5,7,70,26,11,51,40,13,0,4,2,11 +habyajo01,1988,1,BAL,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hairsje01,1988,1,CHA,AL,2,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hallal02,1988,1,ATL,NL,85,231,27,57,7,1,1,15,15,10,21,35,1,2,2,1,4 +halldr01,1988,1,CHN,NL,19,1,1,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +hallme01,1988,1,CLE,AL,150,515,69,144,32,4,6,71,7,3,28,50,12,0,2,8,8 +hamilda02,1988,1,ML4,AL,44,103,14,19,4,0,1,11,7,3,12,9,0,1,0,1,2 +hamilje01,1988,1,LAN,NL,111,309,34,73,14,2,6,33,0,2,10,51,1,4,2,2,8 +hammaat01,1988,1,SFN,NL,43,33,1,4,0,0,0,0,0,0,2,13,0,0,4,0,0 +hansoer01,1988,1,SEA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +harkemi01,1988,1,CHN,NL,5,11,1,1,0,0,0,0,0,0,0,5,0,0,2,0,0 +harnipe01,1988,1,BAL,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +harpebr01,1988,1,MIN,AL,60,166,15,49,11,1,3,20,0,3,10,12,1,3,2,1,12 +harrigr01,1988,1,PHI,NL,66,9,2,3,0,1,0,0,0,0,0,2,0,0,1,0,0 +harrigr02,1988,1,SDN,NL,3,7,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +harrile01,1988,1,CIN,NL,16,43,7,16,1,0,0,8,4,1,5,4,0,0,1,2,0 +harvebr01,1988,1,CAL,AL,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hassero01,1988,1,OAK,AL,107,323,32,83,15,0,7,45,2,0,30,42,1,4,3,5,9 +hatchbi01,1988,1,HOU,NL,145,530,79,142,25,4,7,52,32,13,37,56,4,8,8,8,6 +hatchmi01,1988,1,LAN,NL,88,191,22,56,8,0,1,25,0,0,7,7,3,2,0,2,7 +havenbr01,1988,1,LAN,NL,9,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +havenbr01,1988,2,CLE,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hawkian01,1988,1,SDN,NL,33,62,3,7,0,0,0,3,0,0,1,19,0,0,10,1,0 +hayesch01,1988,1,SFN,NL,7,11,0,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +hayesvo01,1988,1,PHI,NL,104,367,43,100,28,2,6,45,20,9,49,59,5,1,1,5,3 +haywara01,1988,1,TEX,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hearned02,1988,1,KCA,AL,7,18,1,4,2,0,0,1,0,0,0,1,0,0,0,0,1 +heathje02,1988,1,HOU,NL,17,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +heathmi02,1988,1,DET,AL,86,219,24,54,7,2,5,18,1,0,18,32,0,1,3,0,6 +heatone01,1988,1,MON,NL,32,21,1,3,0,0,0,2,0,0,0,6,0,0,4,0,0 +heepda01,1988,1,LAN,NL,95,149,14,36,2,0,0,11,2,0,22,13,0,1,0,1,4 +heinkdo01,1988,1,DET,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hendeda01,1988,1,OAK,AL,146,507,100,154,38,1,24,94,2,4,47,92,1,4,5,7,14 +henderi01,1988,1,NYA,AL,140,554,118,169,30,2,6,50,93,13,82,54,1,3,2,6,6 +hendest01,1988,1,HOU,NL,42,46,4,10,2,0,0,5,1,1,7,14,1,0,0,0,1 +hendrge01,1988,1,CAL,AL,69,127,12,31,1,0,3,19,0,1,7,20,1,1,1,3,2 +hengeda01,1988,1,SEA,AL,26,60,3,10,1,0,2,7,0,0,1,15,0,0,0,1,0 +henketo01,1988,1,TOR,AL,52,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hennemi01,1988,1,DET,AL,65,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +henrydw01,1988,1,TEX,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hernake01,1988,1,NYN,NL,95,348,43,96,16,0,11,55,2,1,31,57,3,1,0,4,11 +hernawi01,1988,1,DET,AL,63,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +herndla01,1988,1,DET,AL,76,174,16,39,5,0,4,20,0,1,23,37,0,1,0,3,8 +herrto01,1988,1,SLN,NL,15,50,4,13,0,0,1,3,3,0,11,4,3,0,2,0,1 +herrto01,1988,2,MIN,AL,86,304,42,80,16,0,1,21,10,3,40,47,1,0,1,0,9 +hershor01,1988,1,LAN,NL,36,85,1,11,2,1,0,6,0,0,1,18,0,0,19,0,1 +heskejo01,1988,1,MON,NL,60,2,1,0,0,0,0,0,0,0,2,1,0,0,0,0,0 +higuete01,1988,1,ML4,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hilldo01,1988,1,CHA,AL,83,221,17,48,6,1,2,20,3,1,26,32,1,0,3,3,3 +hillesh01,1988,1,LAN,NL,11,15,0,2,0,0,0,0,0,0,1,6,0,0,2,0,0 +hillesh01,1988,2,CHA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hillke01,1988,1,SLN,NL,4,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hoffmgu01,1988,1,TEX,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +holmabr01,1988,1,MON,NL,20,28,1,3,0,0,0,1,0,0,1,17,0,0,4,0,0 +holtobr01,1988,1,LAN,NL,45,10,0,0,0,0,0,0,0,0,1,7,0,0,0,0,1 +honeyri01,1988,1,OAK,AL,55,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hornebo01,1988,1,SLN,NL,60,206,15,53,9,1,3,33,0,0,32,23,6,1,0,8,9 +hornsa01,1988,1,BOS,AL,24,61,4,9,0,0,2,8,0,0,11,20,3,0,0,1,1 +hortori01,1988,1,CHA,AL,52,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hortori01,1988,2,LAN,NL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hosteda01,1988,1,PIT,NL,6,8,0,2,0,0,0,0,0,0,0,3,0,0,0,0,0 +houghch01,1988,1,TEX,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +howelja01,1988,1,LAN,NL,50,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +howelja02,1988,1,CAL,AL,154,500,59,127,32,2,16,63,2,6,46,130,8,6,4,2,8 +howelke01,1988,1,LAN,NL,4,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1 +hrbekke01,1988,1,MIN,AL,143,510,75,159,31,0,25,76,0,3,67,54,7,0,2,7,9 +hubbagl01,1988,1,OAK,AL,105,294,35,75,12,2,3,33,1,3,33,50,0,3,10,2,9 +hudlere01,1988,1,MON,NL,77,216,38,59,14,2,4,14,29,7,10,34,6,0,1,2,2 +hudsoch02,1988,1,NYA,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hugheke01,1988,1,BAL,AL,41,108,10,21,4,2,2,14,1,0,16,27,1,0,0,2,3 +huismma01,1988,1,DET,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hurstbr01,1988,1,BOS,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +husonje01,1988,1,MON,NL,20,42,7,13,2,0,0,3,2,1,4,3,2,0,0,0,2 +incavpe01,1988,1,TEX,AL,116,418,59,104,19,3,22,54,6,4,39,153,3,7,0,3,6 +infanal01,1988,1,TOR,AL,19,15,7,3,0,0,0,0,0,0,2,4,0,0,0,0,1 +innisje01,1988,1,NYN,NL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jacksbo01,1988,1,KCA,AL,124,439,63,108,16,4,25,68,27,6,25,146,6,1,1,2,6 +jacksch03,1988,1,HOU,NL,46,83,7,19,5,1,1,8,1,1,7,16,4,0,2,1,2 +jacksda02,1988,1,CIN,NL,35,90,11,13,3,0,0,6,0,0,2,46,0,0,8,1,0 +jacksda03,1988,1,CHN,NL,100,188,29,50,11,3,6,20,4,1,5,28,1,1,2,1,3 +jacksmi02,1988,1,SEA,AL,62,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jacobbr01,1988,1,CLE,AL,152,552,59,133,25,0,9,49,2,3,48,101,2,1,0,5,12 +jamesch02,1988,1,PHI,NL,150,566,57,137,24,1,19,66,7,4,31,73,2,3,0,5,15 +jamesdi01,1988,1,ATL,NL,132,386,46,99,17,5,3,30,9,9,58,59,5,1,2,2,12 +javiest01,1988,1,OAK,AL,125,397,49,102,13,3,2,35,20,1,32,63,1,2,6,3,13 +jeffcmi01,1988,1,TEX,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jeffegr01,1988,1,NYN,NL,29,109,19,35,8,2,6,17,5,1,8,10,0,0,0,1,1 +jeffest01,1988,1,SDN,NL,49,111,16,16,1,2,1,4,5,1,9,22,0,1,2,2,3 +jeltzst01,1988,1,PHI,NL,148,379,39,71,11,4,0,27,3,0,59,58,8,0,10,2,11 +jennido01,1988,1,OAK,AL,71,101,9,21,6,0,1,15,0,1,21,28,1,2,1,3,1 +jimenge01,1988,1,ATL,NL,15,17,0,1,0,0,0,1,0,0,0,6,0,0,0,0,0 +jimenho01,1988,1,CLE,AL,9,21,1,1,0,0,0,1,0,0,0,2,0,0,1,0,1 +johnsho01,1988,1,NYN,NL,148,495,85,114,21,1,24,68,23,7,86,104,25,3,2,8,6 +johnsla03,1988,1,CHA,AL,33,124,11,23,4,1,0,6,6,2,6,11,0,0,2,0,1 +johnsra05,1988,1,MON,NL,4,9,1,1,0,0,0,0,0,0,0,6,0,0,0,0,0 +johnswa03,1988,1,MON,NL,86,94,7,29,5,1,0,3,0,2,12,15,1,0,1,0,2 +johnto01,1988,1,NYA,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jonesba01,1988,1,PIT,NL,42,5,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +jonesba01,1988,2,CHA,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jonesdo01,1988,1,CLE,AL,51,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jonesji02,1988,1,SDN,NL,32,55,2,9,0,0,1,4,0,0,4,12,0,0,9,1,0 +jonesod01,1988,1,ML4,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jonesro02,1988,1,PHI,NL,33,124,15,36,6,1,8,26,0,0,2,14,0,0,0,3,2 +jonesti02,1988,1,SLN,NL,31,52,2,14,0,0,0,3,4,1,4,10,0,0,0,0,1 +jonestr01,1988,1,CIN,NL,37,83,9,19,1,0,1,9,9,0,8,6,2,1,0,0,4 +jonestr01,1988,2,MON,NL,53,141,20,47,5,1,2,15,9,6,12,12,1,1,3,0,1 +jordari02,1988,1,PHI,NL,69,273,41,84,15,1,11,43,1,1,7,39,2,0,0,1,5 +jordasc01,1988,1,CLE,AL,7,9,0,1,0,0,0,1,0,0,0,3,0,0,1,0,0 +josefe01,1988,1,OAK,AL,8,6,2,2,1,0,0,1,1,0,0,1,0,0,0,0,0 +joynewa01,1988,1,CAL,AL,158,597,81,176,31,2,13,85,8,2,55,51,14,5,0,6,16 +juraked01,1988,1,OAK,AL,3,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kaiseje01,1988,1,CLE,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +karkoro01,1988,1,CHA,AL,46,115,10,20,4,0,3,9,4,2,7,30,0,1,3,0,1 +kellyro01,1988,1,NYA,AL,38,77,9,19,4,1,1,7,5,2,3,15,0,0,3,1,0 +kempst01,1988,1,TEX,AL,16,36,2,8,0,0,0,2,1,0,2,9,0,0,0,1,1 +kennete02,1988,1,BAL,AL,85,265,20,60,10,0,3,16,0,0,15,53,0,1,2,2,13 +keyji01,1988,1,TOR,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kiefest01,1988,1,ML4,AL,7,10,2,3,1,0,1,1,0,0,2,3,0,1,0,0,0 +kilgupa01,1988,1,TEX,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kingemi01,1988,1,SEA,AL,57,123,21,25,6,0,1,9,3,1,19,23,1,1,1,1,1 +kinger01,1988,1,DET,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kippebo01,1988,1,PIT,NL,50,4,1,0,0,0,0,0,0,0,0,0,0,1,1,0,1 +kittlro01,1988,1,CLE,AL,75,225,31,58,8,0,18,43,0,0,16,65,1,8,0,5,0 +kneppbo01,1988,1,HOU,NL,27,48,1,6,0,0,0,3,0,0,2,17,0,0,14,1,0 +knighra01,1988,1,DET,AL,105,299,34,65,12,2,3,33,1,1,20,30,0,3,2,3,12 +knudsma01,1988,1,ML4,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kramera01,1988,1,PIT,NL,5,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +krawcra01,1988,1,CAL,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kreutch01,1988,1,TEX,AL,16,51,3,14,2,1,1,5,0,0,7,13,0,0,0,0,1 +kruegbi01,1988,1,LAN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +krukjo01,1988,1,SDN,NL,120,378,54,91,17,1,9,44,5,3,80,68,12,0,3,5,7 +krukomi01,1988,1,SFN,NL,20,41,1,3,1,0,1,2,0,0,2,8,0,0,4,0,0 +kunkeje01,1988,1,TEX,AL,55,154,14,35,8,3,2,15,0,1,4,35,1,1,1,1,5 +kutchra01,1988,1,BOS,AL,19,12,2,2,1,0,0,0,0,1,0,2,0,0,0,0,0 +lacosmi01,1988,1,SFN,NL,19,33,3,8,1,0,0,2,0,0,2,13,0,0,4,0,0 +lagami01,1988,1,SLN,NL,41,100,5,13,0,0,1,4,0,0,2,21,0,0,0,0,0 +lakest01,1988,1,SLN,NL,36,54,5,15,3,0,1,4,0,0,3,15,0,2,0,0,0 +lampde01,1988,1,BOS,AL,46,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lampkto01,1988,1,CLE,AL,4,4,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1 +lancale01,1988,1,CHN,NL,44,20,1,1,0,0,0,0,0,0,0,12,0,0,3,0,0 +landrbi01,1988,1,CHN,NL,7,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +landrti01,1988,1,BAL,AL,13,24,2,3,0,1,0,2,0,0,4,6,0,0,0,0,0 +langsma01,1988,1,SEA,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lansfca01,1988,1,OAK,AL,150,556,80,155,20,2,7,57,29,8,35,35,4,7,5,4,17 +lapoida01,1988,1,CHA,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lapoida01,1988,2,PIT,NL,8,16,0,1,0,0,0,0,0,0,0,6,0,0,1,0,2 +larkiba01,1988,1,CIN,NL,151,588,91,174,32,5,12,56,40,7,41,24,3,8,10,5,7 +larkige01,1988,1,MIN,AL,149,505,56,135,30,2,8,70,3,2,68,55,8,15,1,5,12 +laskebi01,1988,1,CLE,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +laudnti01,1988,1,MIN,AL,117,375,38,94,18,1,13,54,0,0,36,89,0,1,3,3,14 +lavalmi01,1988,1,PIT,NL,120,352,24,92,18,0,2,47,3,2,50,34,10,2,1,4,8 +lawleto01,1988,1,SLN,NL,54,65,9,10,2,1,1,3,6,0,7,9,0,0,7,0,1 +lawva01,1988,1,CHN,NL,151,556,73,163,29,2,11,78,1,4,55,79,4,3,4,3,15 +lazorja01,1988,1,CAL,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leach01,1988,1,MIN,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leachri01,1988,1,TOR,AL,87,199,21,55,13,1,0,23,0,1,18,27,3,0,0,0,8 +leachte01,1988,1,NYN,NL,52,14,1,2,1,0,0,3,0,0,0,9,0,0,0,0,0 +learyti01,1988,1,LAN,NL,36,67,4,18,3,0,0,9,0,1,1,26,0,1,13,1,0 +leema02,1988,1,TOR,AL,116,381,38,111,16,3,2,38,3,3,26,64,1,0,4,4,13 +leema03,1988,1,KCA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leffecr01,1988,1,SFN,NL,64,9,0,0,0,0,0,0,0,0,0,7,0,0,0,0,0 +leibrch01,1988,1,KCA,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leipeda01,1988,1,SDN,NL,35,2,0,1,0,0,0,1,0,0,0,1,0,0,0,0,0 +leiteal01,1988,1,NYA,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lemkema01,1988,1,ATL,NL,16,58,8,13,4,0,0,2,0,2,4,5,0,0,2,0,1 +lemonch01,1988,1,DET,AL,144,512,67,135,29,4,17,64,1,2,59,65,6,7,1,3,18 +leonaje01,1988,1,SFN,NL,44,160,12,41,8,1,2,20,7,5,9,24,1,0,0,2,5 +leonaje01,1988,2,ML4,AL,94,374,45,88,19,0,8,44,10,4,16,68,1,3,1,4,10 +lindeji01,1988,1,SLN,NL,17,43,3,9,1,0,2,7,0,0,2,9,0,0,1,0,1 +lindjo01,1988,1,PIT,NL,154,611,82,160,24,4,2,49,15,4,42,75,0,0,12,3,11 +liriane01,1988,1,TOR,AL,99,276,36,73,6,2,3,23,12,5,11,40,0,2,5,1,4 +lombast01,1988,1,MIN,AL,103,287,34,60,15,2,3,27,2,5,35,48,2,2,6,5,2 +longbi01,1988,1,CHA,AL,47,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lovelva01,1988,1,CAL,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lovulto01,1988,1,DET,AL,12,21,2,8,1,1,1,2,0,0,1,2,0,0,1,0,1 +lowrydw01,1988,1,MIN,AL,7,7,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +lugour01,1988,1,CAL,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lusadsc01,1988,1,DET,AL,16,16,3,1,0,0,1,3,0,0,1,4,0,0,0,1,1 +lynnfr01,1988,1,BAL,AL,87,301,37,76,13,1,18,37,2,2,28,66,1,0,1,4,7 +lynnfr01,1988,2,DET,AL,27,90,9,20,1,0,7,19,0,0,5,16,0,1,0,2,2 +lyonsba01,1988,1,NYN,NL,50,91,5,21,7,1,0,11,0,0,3,12,0,0,3,1,3 +lyonsst01,1988,1,CHA,AL,146,472,59,127,28,3,5,45,1,2,32,59,1,1,15,6,6 +macfami01,1988,1,KCA,AL,70,211,25,56,15,0,4,26,0,0,21,37,2,1,1,2,5 +macksh01,1988,1,SDN,NL,56,119,13,29,3,0,0,12,5,1,14,21,0,3,3,1,2 +maddemo01,1988,1,PIT,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +maddugr01,1988,1,CHN,NL,37,96,13,19,3,0,0,5,1,0,0,22,0,0,1,0,1 +maddumi01,1988,1,PHI,NL,26,23,1,3,1,0,0,3,0,0,1,8,0,0,2,0,0 +madissc01,1988,1,KCA,AL,16,35,4,6,2,0,0,2,1,0,4,5,0,0,0,0,0 +madrial01,1988,1,PHI,NL,5,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +magadda01,1988,1,NYN,NL,112,314,39,87,15,0,1,35,0,1,60,39,4,2,1,3,9 +magrajo01,1988,1,SLN,NL,25,48,2,8,1,0,1,3,0,0,1,18,0,0,8,0,1 +mahleri01,1988,1,ATL,NL,39,72,3,9,1,0,0,5,0,0,0,20,0,1,11,0,1 +maldoca01,1988,1,SFN,NL,142,499,53,127,23,1,12,68,6,5,37,89,1,7,3,6,13 +manrifr01,1988,1,CHA,AL,140,345,43,81,10,6,5,37,6,5,21,54,1,3,16,2,7 +manwaki01,1988,1,SFN,NL,40,116,12,29,7,0,1,15,0,1,2,21,0,3,1,1,1 +manzara01,1988,1,CHA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +marshmi02,1988,1,LAN,NL,144,542,63,150,27,2,20,82,4,1,24,93,7,7,0,4,17 +martica01,1988,1,SDN,NL,121,365,48,86,12,0,18,65,1,1,35,57,3,0,3,2,10 +martica02,1988,1,CHA,AL,17,55,5,9,1,0,0,0,1,0,0,12,0,0,0,0,1 +martida01,1988,1,CHN,NL,75,256,27,65,10,1,4,34,7,3,21,46,5,2,0,4,2 +martida01,1988,2,MON,NL,63,191,24,49,3,5,2,12,16,6,17,48,3,0,2,1,1 +martide01,1988,1,MON,NL,34,78,2,15,2,0,0,7,0,0,1,25,0,1,10,0,0 +martied01,1988,1,SEA,AL,14,32,0,9,4,0,0,5,0,0,4,7,0,0,1,1,0 +martira02,1988,1,LAN,NL,9,7,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +martiti01,1988,1,MIN,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +marzajo01,1988,1,BOS,AL,10,29,3,4,1,0,0,1,0,0,1,3,0,0,0,0,1 +masonmi01,1988,1,MIN,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mathegr01,1988,1,SLN,NL,13,23,1,4,0,0,0,0,0,0,0,7,0,1,1,0,1 +mattido01,1988,1,NYA,AL,144,599,94,186,37,0,18,88,1,0,41,29,14,3,0,8,13 +maysc01,1988,1,TEX,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mazzile01,1988,1,NYN,NL,68,116,9,17,2,0,0,12,4,1,12,16,0,1,0,3,3 +mccarto03,1988,1,CHA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mccaski01,1988,1,CAL,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcclell01,1988,1,CIN,NL,72,137,9,30,4,0,3,14,4,0,15,22,1,2,1,2,6 +mcclubo01,1988,1,MON,NL,19,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcclubo01,1988,2,NYN,NL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcculla01,1988,1,SDN,NL,60,8,0,2,0,0,0,0,0,0,1,3,0,0,0,0,0 +mcdowja01,1988,1,CHA,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcdowod01,1988,1,TEX,AL,120,437,55,108,19,5,6,37,33,10,41,89,2,2,2,5,3 +mcdowro01,1988,1,NYN,NL,63,9,1,3,3,0,0,2,0,0,0,5,0,0,0,0,0 +mcgafan01,1988,1,MON,NL,63,5,1,0,0,0,0,0,0,0,1,4,0,0,0,0,0 +mcgeewi01,1988,1,SLN,NL,137,562,73,164,24,6,3,50,41,6,32,84,5,1,2,3,10 +mcgresc01,1988,1,BAL,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcgrifr01,1988,1,TOR,AL,154,536,100,151,35,4,34,82,6,1,79,149,3,4,0,4,15 +mcgrite01,1988,1,CIN,NL,35,96,9,19,3,0,1,4,1,0,12,31,0,0,0,1,3 +mcguibi01,1988,1,SEA,AL,9,16,1,3,0,0,0,2,0,0,3,2,0,0,1,0,0 +mcgwima01,1988,1,OAK,AL,155,550,87,143,22,1,32,99,0,0,76,117,4,4,1,4,15 +mclemma01,1988,1,CAL,AL,77,233,38,56,11,2,2,16,13,7,25,28,0,0,5,2,6 +mcmurcr01,1988,1,TEX,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcreyke01,1988,1,NYN,NL,147,552,82,159,30,2,27,99,21,0,38,56,3,4,1,5,6 +mcwilla01,1988,1,SLN,NL,45,37,6,6,1,0,0,3,0,0,0,12,0,2,1,0,0 +meachbo01,1988,1,NYA,AL,47,115,18,25,9,0,0,7,7,1,14,22,0,2,1,2,1 +meadolo01,1988,1,HOU,NL,35,42,5,8,0,1,2,3,4,2,6,8,0,0,0,0,1 +meadsda01,1988,1,HOU,NL,22,4,1,1,0,0,0,0,0,0,2,2,0,0,0,0,0 +medinlu01,1988,1,CLE,AL,16,51,10,13,0,0,6,8,0,0,2,18,0,2,1,0,0 +medvisc01,1988,1,PIT,NL,17,3,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +meierda01,1988,1,CHN,NL,2,5,0,2,0,0,0,1,0,0,0,1,0,0,0,0,0 +melenfr01,1988,1,SFN,NL,23,26,1,5,0,0,0,3,0,0,3,2,0,0,0,0,1 +melvibo01,1988,1,SFN,NL,92,273,23,64,13,1,8,27,0,2,13,46,0,0,1,1,5 +mercaor01,1988,1,OAK,AL,16,24,3,3,0,0,1,1,0,0,3,8,0,0,0,0,0 +meyerbr01,1988,1,HOU,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +meyerjo01,1988,1,ML4,AL,103,327,22,86,18,0,11,45,0,1,23,88,2,1,0,1,9 +milacbo01,1988,1,BAL,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +milleda01,1988,1,CAL,AL,70,140,21,31,4,1,2,7,2,1,9,29,0,5,3,0,1 +milleke01,1988,1,NYN,NL,40,70,9,15,1,1,1,5,0,5,6,10,0,0,3,0,1 +milleke02,1988,1,PHI,NL,47,48,4,8,3,0,0,6,0,0,5,13,0,0,0,0,0 +millira01,1988,1,PIT,NL,40,82,10,18,5,0,3,8,1,2,20,24,0,1,0,0,2 +milneed01,1988,1,CIN,NL,23,51,3,9,1,0,0,2,2,2,4,9,0,0,0,0,0 +mintogr01,1988,1,CAL,AL,44,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mirabpa01,1988,1,ML4,AL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mitchjo02,1988,1,NYN,NL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mitchke01,1988,1,SFN,NL,148,505,60,127,25,7,19,80,5,5,48,85,7,5,1,7,9 +mohorda01,1988,1,TEX,AL,43,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mohorda01,1988,2,NYA,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +molitpa01,1988,1,ML4,AL,154,609,115,190,34,6,13,60,41,10,71,54,8,2,5,3,10 +monteri01,1988,1,CAL,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +montgje01,1988,1,KCA,AL,45,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +moorebr01,1988,1,PHI,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mooredo01,1988,1,CAL,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mooremi01,1988,1,SEA,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +morelke01,1988,1,SDN,NL,143,511,40,131,23,0,5,64,2,3,40,51,6,0,2,9,17 +morgami01,1988,1,BAL,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mormaru01,1988,1,CHA,AL,40,75,8,18,2,0,0,3,0,0,3,17,0,0,2,0,5 +morriha02,1988,1,NYA,AL,15,20,1,2,0,0,0,0,0,0,0,9,0,0,0,0,0 +morrija02,1988,1,DET,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +morriji01,1988,1,DET,AL,24,74,7,16,5,0,0,6,0,2,0,14,0,0,0,0,2 +morriji01,1988,2,ATL,NL,51,92,6,14,2,0,2,13,0,1,10,13,1,0,0,3,2 +morrijo07,1988,1,SLN,NL,20,38,3,11,2,1,0,3,0,0,1,7,0,0,0,0,0 +mosebll01,1988,1,TOR,AL,128,472,77,113,17,7,10,42,31,8,70,93,6,6,1,3,8 +mosesjo01,1988,1,MIN,AL,105,206,33,65,10,3,2,12,11,6,15,21,2,2,1,1,4 +moyerja01,1988,1,CHN,NL,34,60,4,5,1,0,0,1,0,0,3,25,0,0,8,0,2 +mulhote01,1988,1,SFN,NL,9,14,2,0,0,0,0,0,0,0,2,9,0,0,0,0,0 +mullira01,1988,1,TOR,AL,119,337,49,101,21,1,12,48,1,0,56,57,3,0,2,4,10 +mumphje01,1988,1,CHN,NL,63,66,3,9,2,0,0,9,0,0,7,16,2,0,0,0,3 +murphda05,1988,1,ATL,NL,156,592,77,134,35,4,24,77,3,5,74,125,16,2,0,3,24 +murphdw01,1988,1,DET,AL,49,144,14,36,5,0,4,19,1,1,24,26,2,1,2,0,0 +murphro01,1988,1,CIN,NL,76,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +murraed02,1988,1,BAL,AL,161,603,75,171,27,2,28,84,5,2,75,78,8,0,0,3,20 +musseje01,1988,1,TOR,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +myersra01,1988,1,NYN,NL,55,4,1,1,1,0,0,1,0,0,0,2,0,0,0,0,0 +nelsoge01,1988,1,OAK,AL,57,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0 +nelsoro03,1988,1,SDN,NL,7,21,4,4,0,0,1,3,0,0,2,9,0,0,0,0,0 +nettlgr01,1988,1,MON,NL,80,93,5,16,4,0,1,14,0,0,9,19,2,0,0,2,4 +newmaal01,1988,1,MIN,AL,105,260,35,58,7,0,0,19,12,3,29,34,0,0,6,0,4 +nichoca01,1988,1,BAL,AL,18,47,2,9,1,0,0,1,0,0,3,10,0,0,1,1,3 +nichoro02,1988,1,CLE,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +niedeto01,1988,1,BAL,AL,52,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +niekrjo01,1988,1,MIN,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nielssc01,1988,1,NYA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nietoto01,1988,1,MIN,AL,24,60,1,4,0,0,0,0,0,0,1,17,0,1,0,0,2 +nieveju01,1988,1,ML4,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nippeal01,1988,1,CHN,NL,22,23,0,2,1,0,0,0,0,0,0,6,0,0,2,0,1 +nixondo01,1988,1,SFN,NL,59,78,15,27,3,0,0,6,11,8,10,12,0,0,1,0,1 +nixonot01,1988,1,MON,NL,90,271,47,66,8,2,0,15,46,13,28,42,0,0,4,2,0 +noboaju01,1988,1,CAL,AL,21,16,4,1,0,0,0,0,0,0,0,1,0,0,0,0,2 +nokesma01,1988,1,DET,AL,122,382,53,96,18,0,16,53,0,1,34,58,3,1,6,2,11 +nolesdi01,1988,1,BAL,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nolteer01,1988,1,SDN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nunezed01,1988,1,SEA,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nunezed01,1988,2,NYN,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nunezjo01,1988,1,TOR,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +oberkke01,1988,1,ATL,NL,120,422,42,117,20,4,3,40,4,5,32,28,6,2,5,8,6 +oberkke01,1988,2,PIT,NL,20,54,7,12,2,0,0,2,0,0,5,6,1,0,1,0,2 +obriech01,1988,1,ML4,AL,40,118,12,26,6,0,2,9,0,1,5,16,0,0,4,0,3 +obriepe03,1988,1,TEX,AL,156,547,57,149,24,1,16,71,1,4,72,73,9,0,1,8,12 +oestero01,1988,1,CIN,NL,54,150,20,42,7,0,0,10,0,2,9,24,3,0,3,1,2 +ojedabo01,1988,1,NYN,NL,30,61,0,10,1,0,0,3,0,0,1,22,0,0,4,0,0 +olsongr01,1988,1,BAL,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +olwined01,1988,1,ATL,NL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +omallto01,1988,1,MON,NL,14,27,3,7,0,0,0,2,0,0,3,4,1,0,0,1,0 +onealra01,1988,1,SLN,NL,10,19,0,0,0,0,0,0,0,0,0,4,0,0,1,0,0 +oneilpa01,1988,1,CIN,NL,145,485,58,122,25,3,16,73,8,6,38,65,5,2,3,5,7 +ontivst02,1988,1,OAK,AL,13,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +oquenjo01,1988,1,SLN,NL,148,451,36,125,10,1,7,46,4,6,52,40,7,0,12,3,8 +oroscje01,1988,1,LAN,NL,55,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +orsuljo01,1988,1,BAL,AL,125,379,48,109,21,3,8,27,9,8,23,30,2,3,8,3,7 +ortizju01,1988,1,PIT,NL,49,118,8,33,6,0,2,18,1,4,9,9,0,2,1,2,6 +ottoda01,1988,1,OAK,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +owenda01,1988,1,KCA,AL,7,5,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +owenla01,1988,1,KCA,AL,37,81,5,17,1,0,1,3,0,0,9,23,0,2,2,0,0 +owensp01,1988,1,BOS,AL,89,257,40,64,14,1,5,18,0,1,27,27,0,2,7,1,7 +pacilpa01,1988,1,CIN,NL,6,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +paglimi01,1988,1,NYA,AL,125,444,46,96,20,1,15,67,1,0,37,104,9,2,1,6,5 +pagnoto01,1988,1,SLN,NL,81,195,17,55,9,0,0,15,0,0,11,32,1,0,2,1,5 +palacre01,1988,1,KCA,AL,5,11,2,1,0,0,0,0,0,0,0,4,0,0,0,0,1 +palacvi01,1988,1,PIT,NL,7,8,0,0,0,0,0,0,0,0,1,5,0,0,0,0,0 +palldo01,1988,1,CHA,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +palmeda01,1988,1,PHI,NL,22,39,6,10,4,0,2,6,0,0,0,4,0,0,9,0,1 +palmera01,1988,1,CHN,NL,152,580,75,178,41,5,8,53,12,2,38,34,6,3,2,6,11 +pankoji01,1988,1,HOU,NL,68,140,13,31,7,1,2,12,2,1,8,28,0,2,2,1,1 +pardoal01,1988,1,PHI,NL,2,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +paredjo01,1988,1,MON,NL,35,91,6,17,2,0,1,10,5,2,9,17,0,3,1,0,1 +parenma01,1988,1,SDN,NL,41,118,9,23,3,0,6,15,0,0,6,23,0,0,0,1,1 +pariske01,1988,1,CHA,AL,14,44,6,11,0,0,3,6,0,0,0,6,0,0,0,0,1 +parkeda01,1988,1,OAK,AL,101,377,43,97,18,1,12,55,0,1,32,70,2,0,0,2,3 +parreje01,1988,1,MON,NL,61,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +parrila01,1988,1,TEX,AL,68,248,22,47,9,1,7,26,0,0,20,79,2,2,0,3,4 +parrila01,1988,2,BOS,AL,52,158,10,41,5,0,7,26,0,1,8,32,0,1,0,1,4 +parrila02,1988,1,PHI,NL,123,424,44,91,17,2,15,60,0,0,47,93,7,2,0,5,11 +pasquda01,1988,1,CHA,AL,129,422,48,96,16,2,20,50,1,0,46,100,5,3,2,2,10 +patteke01,1988,1,CHA,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pawlojo01,1988,1,CHA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pecotbi01,1988,1,KCA,AL,90,178,25,37,3,3,1,15,7,2,18,34,0,2,7,1,1 +pedrial01,1988,1,PIT,NL,50,128,7,23,5,0,0,4,0,0,8,17,2,1,0,0,4 +penaal01,1988,1,LAN,NL,60,6,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +penahi01,1988,1,NYA,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +penato01,1988,1,SLN,NL,149,505,55,133,23,1,10,51,6,2,33,60,11,1,3,4,12 +pendlte01,1988,1,SLN,NL,110,391,44,99,20,2,6,53,3,3,21,51,4,2,4,3,9 +perazos01,1988,1,BAL,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +perezme01,1988,1,CHA,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +perezpa01,1988,1,MON,NL,41,54,6,2,0,0,0,0,0,1,3,25,0,1,6,0,0 +perezto02,1988,1,SFN,NL,7,8,1,1,0,0,0,1,0,0,2,1,0,0,0,1,0 +perlmjo01,1988,1,CLE,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +perryge01,1988,1,ATL,NL,141,547,61,164,29,1,8,74,29,14,36,49,9,1,1,10,18 +perrypa02,1988,1,CIN,NL,12,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +perrypa02,1988,2,CHN,NL,35,1,1,1,0,0,1,2,0,0,0,0,0,0,0,0,0 +peterad01,1988,1,CHA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +peterst01,1988,1,SLN,NL,44,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +petrage01,1988,1,TEX,AL,129,351,35,99,14,2,7,36,0,1,41,52,5,2,1,5,12 +petryda01,1988,1,CAL,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pettiga01,1988,1,DET,AL,129,458,65,96,14,4,3,36,44,10,47,85,0,1,6,0,3 +phelpke01,1988,1,SEA,AL,72,190,37,54,8,0,14,32,1,0,51,35,2,1,0,2,3 +phelpke01,1988,2,NYA,AL,45,107,17,24,5,0,10,22,0,0,19,26,3,0,0,1,3 +phillto02,1988,1,OAK,AL,79,212,32,43,8,4,2,17,0,2,36,50,0,1,1,1,6 +picoje01,1988,1,CHN,NL,29,34,0,5,0,0,0,1,0,0,1,10,0,0,2,0,0 +plesada01,1988,1,ML4,AL,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +plunker01,1988,1,OAK,AL,49,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +polidgu01,1988,1,CAL,AL,54,81,4,12,3,0,0,4,0,0,3,11,0,0,3,0,2 +polonlu01,1988,1,OAK,AL,84,288,51,84,11,4,2,27,24,9,21,40,0,0,2,2,3 +portuma01,1988,1,MIN,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +powelde01,1988,1,SEA,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +powerte01,1988,1,KCA,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +powerte01,1988,2,DET,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +preslji01,1988,1,SEA,AL,150,544,50,125,26,0,14,62,3,5,36,114,1,4,3,5,14 +pricejo02,1988,1,SFN,NL,38,8,0,0,0,0,0,0,0,0,1,4,0,0,2,0,0 +princto01,1988,1,PIT,NL,29,74,3,13,2,0,0,6,0,0,4,15,0,0,2,0,5 +puckeki01,1988,1,MIN,AL,158,657,109,234,42,5,24,121,6,7,23,83,4,2,0,9,17 +puhlte01,1988,1,HOU,NL,113,234,42,71,7,2,3,19,22,4,35,30,3,1,1,1,0 +puleoch01,1988,1,ATL,NL,53,13,1,3,0,0,0,1,0,1,0,5,0,0,4,0,0 +quinolu01,1988,1,CIN,NL,23,52,4,12,3,0,1,11,1,1,2,11,1,0,2,1,0 +quinore01,1988,1,SEA,AL,140,499,63,124,30,3,12,52,0,3,23,71,1,3,2,3,12 +quintca01,1988,1,BOS,AL,5,6,1,2,0,0,0,2,0,0,2,3,0,0,0,0,0 +quirkja01,1988,1,KCA,AL,84,196,22,47,7,1,8,25,1,5,28,41,2,1,4,3,2 +quiseda01,1988,1,KCA,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +quiseda01,1988,2,SLN,NL,33,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +rabbjo01,1988,1,SEA,AL,9,14,2,5,2,0,0,4,0,0,0,1,0,0,0,0,0 +raineti01,1988,1,MON,NL,109,429,66,116,19,7,12,48,33,7,53,44,14,2,0,4,8 +ramirra01,1988,1,HOU,NL,155,566,51,156,30,5,6,59,3,2,18,61,6,3,4,6,16 +ramosdo01,1988,1,CLE,AL,22,46,7,12,1,0,0,5,0,0,3,7,0,1,0,2,0 +ramosdo01,1988,2,CAL,AL,10,15,3,2,0,0,0,0,0,0,0,0,0,0,0,0,2 +randasa01,1988,1,CHA,AL,4,12,1,0,0,0,0,1,0,0,2,3,0,0,0,1,0 +randowi01,1988,1,NYA,AL,110,404,43,93,20,1,2,34,8,4,55,39,2,2,8,5,10 +rasmude01,1988,1,CIN,NL,11,22,1,5,1,0,0,1,0,0,0,6,0,0,0,0,0 +rasmude01,1988,2,SDN,NL,20,48,6,9,1,0,0,3,0,0,4,17,0,1,6,1,2 +rawlesh01,1988,1,PHI,NL,32,57,0,6,2,0,0,1,0,0,1,19,0,0,11,0,1 +rayjo01,1988,1,CAL,AL,153,602,75,184,42,7,6,83,4,1,36,38,2,4,9,8,10 +readyra01,1988,1,SDN,NL,114,331,43,88,16,2,7,39,6,2,39,38,1,3,4,3,3 +reardje01,1988,1,MIN,AL,63,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +redfijo01,1988,1,CAL,AL,1,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +redusga01,1988,1,CHA,AL,77,262,42,69,10,4,6,34,26,2,33,52,1,2,0,7,5 +redusga01,1988,2,PIT,NL,30,71,12,14,2,0,2,4,5,2,15,19,0,1,0,1,1 +reedje01,1988,1,SEA,AL,47,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reedje02,1988,1,MON,NL,43,123,10,27,3,2,0,9,1,0,13,22,1,0,1,1,3 +reedje02,1988,2,CIN,NL,49,142,10,33,6,0,1,7,0,0,15,19,0,0,0,0,2 +reedjo01,1988,1,BOS,AL,109,338,60,99,23,1,1,28,1,3,45,21,1,4,11,2,5 +reedri01,1988,1,PIT,NL,2,4,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +reidje01,1988,1,SFN,NL,2,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +reimeke01,1988,1,TEX,AL,12,25,2,3,0,0,1,2,0,0,0,6,0,0,0,1,0 +renteri01,1988,1,SEA,AL,31,88,6,18,9,0,0,6,1,3,2,8,0,0,1,0,3 +reuscri01,1988,1,SFN,NL,36,73,4,8,1,0,0,3,0,1,2,25,0,0,19,0,1 +reussje01,1988,1,CHA,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reyesgi01,1988,1,LAN,NL,5,9,1,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +reynocr01,1988,1,HOU,NL,78,161,20,41,7,0,1,14,3,0,8,23,2,0,1,0,1 +reynoha01,1988,1,SEA,AL,158,598,61,169,26,11,4,41,35,29,51,51,1,2,10,2,9 +reynorj01,1988,1,PIT,NL,130,323,35,80,14,2,6,51,15,2,20,62,3,0,0,4,5 +rhoderi01,1988,1,NYA,AL,31,1,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0 +riceji01,1988,1,BOS,AL,135,485,57,128,18,3,15,72,1,1,48,89,2,3,0,6,18 +righeda01,1988,1,NYA,AL,60,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rijojo01,1988,1,CIN,NL,49,37,2,2,0,0,1,1,0,0,0,14,0,0,4,0,0 +rileser01,1988,1,ML4,AL,41,127,7,32,6,1,1,9,2,2,7,26,0,0,1,0,3 +rileser01,1988,2,SFN,NL,79,187,26,55,7,2,3,28,1,2,10,33,2,0,0,4,5 +ripkebi01,1988,1,BAL,AL,150,512,52,106,18,1,2,34,8,2,33,63,0,5,6,3,14 +ripkeca01,1988,1,BAL,AL,161,575,87,152,25,1,23,81,2,2,102,69,7,2,0,10,10 +ritchwa01,1988,1,PHI,NL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +riverlu01,1988,1,MON,NL,123,371,35,83,17,3,4,30,3,4,24,69,4,1,3,3,9 +roberbi01,1988,1,SDN,NL,5,9,1,3,0,0,0,0,0,2,1,2,0,0,0,0,0 +robidbi01,1988,1,ML4,AL,33,91,9,23,5,0,0,5,1,1,8,14,3,0,3,2,3 +robindo01,1988,1,SFN,NL,52,52,2,9,2,0,1,4,0,0,2,12,0,0,2,0,1 +robinje01,1988,1,PIT,NL,75,16,0,3,0,0,0,1,0,0,1,7,0,0,5,0,0 +robinje02,1988,1,DET,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +robinro01,1988,1,CIN,NL,17,25,1,5,1,0,0,1,0,0,0,8,0,0,1,0,0 +rochfmi01,1988,1,BOS,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodriri01,1988,1,CLE,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodriru01,1988,1,PIT,NL,2,5,1,1,0,1,0,1,0,0,0,2,0,0,0,0,0 +roeniga01,1988,1,ATL,NL,49,114,11,26,5,0,1,7,0,0,8,15,0,0,0,0,4 +roeniro01,1988,1,CIN,NL,14,37,4,5,1,0,0,5,0,0,4,8,0,1,0,0,1 +romered01,1988,1,BOS,AL,31,75,3,18,3,0,0,5,0,0,3,8,0,1,2,2,4 +rominke01,1988,1,BOS,AL,57,78,17,15,2,1,1,6,2,0,7,15,0,0,0,0,3 +roomero01,1988,1,CHN,NL,17,16,3,3,0,0,0,0,0,1,0,4,0,0,0,0,0 +rosenst01,1988,1,CHA,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rossma01,1988,1,TOR,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rowdowa01,1988,1,BAL,AL,20,30,1,3,0,0,0,0,1,1,0,6,0,0,0,0,3 +roystje01,1988,1,ATL,NL,68,102,8,18,3,0,0,1,0,0,6,16,1,0,3,0,2 +ruckeda01,1988,1,PIT,NL,31,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +ruffibr01,1988,1,PHI,NL,55,33,3,4,0,0,0,0,0,0,3,15,0,0,0,0,0 +rungepa01,1988,1,ATL,NL,52,76,11,16,5,0,0,7,0,0,14,21,0,0,0,1,4 +russeje01,1988,1,TEX,AL,35,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +russejo02,1988,1,PHI,NL,22,49,5,12,1,0,2,4,0,0,3,15,0,1,0,0,2 +ryanno01,1988,1,HOU,NL,33,70,1,4,0,0,0,2,0,0,4,34,0,0,7,0,1 +saberbr01,1988,1,KCA,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +saboch01,1988,1,CIN,NL,137,538,74,146,40,2,11,44,46,14,29,52,1,6,5,4,12 +salasma01,1988,1,CHA,AL,75,196,17,49,7,0,3,9,0,0,12,17,2,3,0,0,3 +salazan01,1988,1,CHN,NL,34,60,4,15,1,1,0,1,0,0,1,11,1,0,2,0,1 +salazlu01,1988,1,DET,AL,130,452,61,122,14,1,12,62,6,0,21,70,2,3,10,3,13 +samueju01,1988,1,PHI,NL,157,629,68,153,32,9,12,67,33,10,39,151,6,12,0,5,8 +samuero01,1988,1,SFN,NL,15,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +sanchis01,1988,1,KCA,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sandbry01,1988,1,CHN,NL,155,618,77,163,23,8,19,69,25,10,54,91,3,1,1,5,14 +sandesc01,1988,1,CHN,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +santara01,1988,1,NYA,AL,148,480,50,115,12,1,4,38,1,2,33,61,0,1,5,2,17 +santibe01,1988,1,SDN,NL,139,492,49,122,22,2,10,46,15,7,24,82,2,1,5,5,18 +santone01,1988,1,MON,NL,92,309,26,73,20,2,8,41,2,3,24,77,3,3,4,4,4 +sassema01,1988,1,NYN,NL,60,123,9,35,10,1,1,17,0,0,6,9,4,0,0,2,4 +sauveri01,1988,1,MON,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +saxst01,1988,1,LAN,NL,160,632,70,175,19,4,5,57,42,12,45,51,6,1,7,2,11 +schatda01,1988,1,CLE,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schatda01,1988,2,MIN,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +scherbi01,1988,1,BAL,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +scherbi01,1988,2,PHI,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schilcu01,1988,1,BAL,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schirca01,1988,1,CHN,NL,29,60,4,6,1,0,0,5,0,0,1,26,0,0,4,1,0 +schmida01,1988,1,BAL,AL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schmimi01,1988,1,PHI,NL,108,390,52,97,21,2,12,62,3,0,49,42,10,6,0,6,11 +schofdi02,1988,1,CAL,AL,155,527,61,126,11,6,6,34,20,5,40,57,0,9,11,2,5 +schoomi01,1988,1,SEA,AL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schrobi01,1988,1,ML4,AL,41,122,9,19,2,0,5,10,0,0,6,36,0,2,1,0,6 +schuri01,1988,1,BAL,AL,89,270,22,69,9,4,4,20,6,4,21,49,0,3,0,0,7 +sciosmi01,1988,1,LAN,NL,130,408,29,105,18,0,3,35,0,3,38,31,12,0,3,3,14 +scottmi03,1988,1,HOU,NL,32,71,1,6,1,0,0,5,0,0,1,27,0,0,7,0,0 +scurrro01,1988,1,SEA,AL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +searcst01,1988,1,DET,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sebrabo01,1988,1,PHI,NL,3,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +seela01,1988,1,TEX,AL,13,23,0,3,0,0,0,0,0,0,1,8,0,0,1,0,0 +segurjo01,1988,1,CHA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +seitzke01,1988,1,KCA,AL,149,559,90,170,32,5,5,60,10,8,72,64,4,6,3,3,15 +selleje01,1988,1,BOS,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +servisc01,1988,1,PHI,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sharpmi01,1988,1,LAN,NL,46,59,8,16,1,0,0,4,0,1,1,12,0,1,2,1,1 +shaveje01,1988,1,OAK,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sheetla01,1988,1,BAL,AL,136,452,38,104,19,1,10,47,1,6,42,72,4,6,0,4,11 +sheffga01,1988,1,ML4,AL,24,80,12,19,1,0,4,12,3,1,7,7,0,0,1,1,5 +shelbjo01,1988,1,LAN,NL,140,494,65,130,23,6,10,64,16,5,44,128,5,0,1,6,13 +sheripa01,1988,1,DET,AL,127,347,47,88,9,5,11,47,8,6,44,64,4,2,7,2,6 +shielst01,1988,1,NYA,AL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shower01,1988,1,SDN,NL,32,81,5,12,1,0,0,4,0,0,1,27,0,0,5,0,0 +sierrca01,1988,1,SDN,NL,15,3,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +sierrca01,1988,2,CIN,NL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +sierrru01,1988,1,TEX,AL,156,615,77,156,32,2,23,91,18,4,44,91,10,1,0,8,15 +simmote01,1988,1,ATL,NL,78,107,6,21,6,0,2,11,0,0,15,9,2,0,0,1,4 +sinatma01,1988,1,OAK,AL,10,9,1,3,2,0,0,5,0,0,0,1,0,0,0,1,2 +siskdo01,1988,1,BAL,AL,52,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +skinnjo01,1988,1,NYA,AL,88,251,23,57,15,0,4,23,0,0,14,72,0,0,6,1,6 +slaugdo01,1988,1,NYA,AL,97,322,33,91,25,1,9,43,1,0,24,54,3,3,5,4,10 +smajscr01,1988,1,HOU,NL,8,3,2,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +smilejo01,1988,1,PIT,NL,34,63,2,5,1,0,0,1,0,0,3,30,0,0,7,0,0 +smithbr01,1988,1,MON,NL,32,55,0,6,1,0,0,2,0,0,2,21,0,0,8,0,0 +smithbr02,1988,1,SEA,AL,4,10,1,1,0,0,0,1,0,0,0,1,0,0,0,0,0 +smithda02,1988,1,HOU,NL,51,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1 +smithle02,1988,1,BOS,AL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithlo01,1988,1,ATL,NL,43,114,14,27,3,0,3,9,4,2,10,25,0,0,0,1,0 +smithmi03,1988,1,BOS,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithmi04,1988,1,MON,NL,5,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +smithoz01,1988,1,SLN,NL,153,575,80,155,27,1,3,51,57,9,74,43,2,1,12,7,7 +smithpe02,1988,1,ATL,NL,32,53,2,6,1,0,0,0,0,0,1,11,0,0,8,0,1 +smithro01,1988,1,MIN,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithza01,1988,1,ATL,NL,27,42,3,7,1,0,0,0,0,0,1,8,0,0,7,0,0 +smoltjo01,1988,1,ATL,NL,12,17,1,2,1,0,0,0,0,0,1,8,0,0,3,0,0 +snideva01,1988,1,CIN,NL,11,28,4,6,1,0,1,6,0,1,0,13,0,0,0,1,0 +snydeco02,1988,1,CLE,AL,142,511,71,139,24,3,26,75,5,1,42,101,7,1,0,4,12 +solanju01,1988,1,SEA,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sorenla01,1988,1,SFN,NL,12,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +sotoma01,1988,1,CIN,NL,14,22,1,1,0,0,0,1,0,0,3,7,0,0,4,0,1 +speiech01,1988,1,SFN,NL,82,171,26,37,9,1,3,18,3,3,23,39,2,1,5,1,7 +spilmha01,1988,1,SFN,NL,40,40,4,7,1,1,1,3,0,0,4,6,1,0,0,0,0 +spilmha01,1988,2,HOU,NL,7,5,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +stanipe01,1988,1,BAL,AL,83,261,29,60,7,1,4,17,12,6,28,45,0,4,5,1,9 +stanlbo01,1988,1,BOS,AL,57,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stanlmi02,1988,1,TEX,AL,94,249,21,57,8,0,3,27,0,0,37,62,0,0,1,5,6 +staplda02,1988,1,ML4,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stclara01,1988,1,MON,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stclara01,1988,2,CIN,NL,10,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +steelji01,1988,1,TEX,AL,36,53,4,10,1,0,0,5,2,0,0,15,0,0,0,1,0 +steinte01,1988,1,OAK,AL,104,351,42,93,19,1,9,51,3,0,33,47,2,6,3,5,13 +stewada01,1988,1,OAK,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stiebda01,1988,1,TOR,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stillku01,1988,1,KCA,AL,128,459,63,115,28,5,10,53,6,5,47,76,0,3,6,3,7 +stoddti01,1988,1,NYA,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stoneje01,1988,1,BAL,AL,26,61,4,10,1,0,0,1,4,1,4,11,0,0,1,0,3 +stottto01,1988,1,TOR,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +strakle01,1988,1,MIN,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +strawda01,1988,1,NYN,NL,153,543,101,146,27,3,39,101,29,14,85,127,21,3,0,9,6 +stubbfr01,1988,1,LAN,NL,115,242,30,54,13,0,8,34,11,3,23,61,3,1,2,5,4 +sundbji01,1988,1,CHN,NL,24,54,8,13,1,0,2,9,0,0,8,15,0,0,3,1,1 +sundbji01,1988,2,TEX,AL,38,91,13,26,4,0,4,13,0,0,5,17,0,0,3,0,2 +surhobj01,1988,1,ML4,AL,139,493,47,121,21,0,5,38,21,6,31,49,9,3,11,3,12 +sutclri01,1988,1,CHN,NL,33,75,8,12,5,0,1,6,1,0,3,18,0,1,4,2,0 +suttebr01,1988,1,ATL,NL,38,1,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +suttodo01,1988,1,LAN,NL,16,23,1,2,0,0,0,1,0,0,1,6,0,0,6,0,0 +sveumda01,1988,1,ML4,AL,129,467,41,113,14,4,9,51,1,0,21,122,0,1,3,3,6 +swiftbi02,1988,1,SEA,AL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +swindgr01,1988,1,CLE,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tablepa01,1988,1,CLE,AL,41,143,16,32,5,1,1,17,1,0,23,27,1,1,0,1,3 +tablepa01,1988,2,KCA,AL,89,301,37,93,17,2,1,49,2,3,23,41,0,2,0,4,6 +tananfr01,1988,1,DET,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tartada01,1988,1,KCA,AL,146,507,80,139,38,3,26,102,8,5,76,119,4,4,0,6,10 +taylote01,1988,1,SEA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tejadwi01,1988,1,MON,NL,8,15,1,4,2,0,0,2,0,0,0,4,0,0,0,1,0 +tekulke01,1988,1,PHI,NL,70,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +templga01,1988,1,SDN,NL,110,362,35,90,15,7,3,36,8,2,20,50,10,0,7,3,6 +terrewa01,1988,1,DET,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +terrysc01,1988,1,SLN,NL,51,28,5,7,1,0,0,2,0,0,1,7,0,0,5,0,0 +tettlmi01,1988,1,BAL,AL,86,283,31,74,11,1,11,37,0,1,28,70,2,2,1,2,9 +teufeti01,1988,1,NYN,NL,90,273,35,64,20,0,4,31,0,1,29,41,1,1,2,4,6 +tewksbo01,1988,1,CHN,NL,1,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thigpbo01,1988,1,CHA,AL,68,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thomaan01,1988,1,ATL,NL,153,606,54,153,22,2,13,68,7,3,14,95,6,1,0,6,17 +thompmi02,1988,1,PHI,NL,122,378,53,109,16,2,2,33,17,9,39,59,6,1,2,3,8 +thompro01,1988,1,SFN,NL,138,477,66,126,24,6,7,48,14,5,40,111,0,4,14,5,7 +thondi01,1988,1,SDN,NL,95,258,36,68,12,2,1,18,19,4,33,49,0,1,2,2,4 +thornlo01,1988,1,TOR,AL,11,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thurmga01,1988,1,KCA,AL,35,66,6,11,1,0,0,2,5,1,4,20,0,0,0,0,0 +thurmma01,1988,1,BAL,AL,43,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tibbsja01,1988,1,BAL,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tillmru01,1988,1,SFN,NL,4,4,1,1,0,0,1,3,0,0,2,1,0,0,0,0,0 +tinglro01,1988,1,CLE,AL,9,24,1,4,0,0,1,2,0,0,2,8,0,0,0,0,1 +tolivfr01,1988,1,MIN,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tollewa01,1988,1,NYA,AL,21,59,8,15,2,0,0,5,1,0,8,12,0,0,1,1,1 +torveke01,1988,1,MIN,AL,12,16,1,3,0,0,1,2,0,1,1,2,0,0,0,0,0 +trabeji01,1988,1,BAL,AL,103,352,25,78,6,0,10,45,1,2,19,42,3,1,1,3,8 +trammal01,1988,1,DET,AL,128,466,73,145,24,1,15,69,7,4,46,46,8,4,0,7,14 +trautjo01,1988,1,BOS,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +treadje01,1988,1,CIN,NL,103,301,30,76,19,4,2,23,2,0,27,30,7,3,4,6,4 +trevial01,1988,1,HOU,NL,78,193,19,48,17,0,2,13,5,2,24,29,4,3,3,0,8 +trillma01,1988,1,CHN,NL,76,164,15,41,5,0,1,14,2,0,8,32,0,0,4,1,2 +troutst01,1988,1,SEA,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +trujimi01,1988,1,DET,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tudorjo01,1988,1,SLN,NL,23,46,0,5,0,0,0,0,0,0,3,15,0,0,5,0,1 +tudorjo01,1988,2,LAN,NL,9,13,0,0,0,0,0,0,0,0,1,9,0,0,2,0,0 +turnesh01,1988,1,PHI,NL,18,35,1,6,0,0,0,1,0,0,5,9,0,0,0,0,1 +upshawi01,1988,1,CLE,AL,149,493,58,121,22,3,11,50,12,9,62,66,4,2,3,4,10 +uribejo01,1988,1,SFN,NL,141,493,47,124,10,7,3,35,14,10,36,69,10,0,4,2,3 +valenfe01,1988,1,LAN,NL,23,44,2,8,2,0,0,1,0,0,1,5,0,0,7,0,0 +valleda01,1988,1,SEA,AL,93,290,29,67,15,2,10,50,0,1,18,38,0,9,3,2,13 +vandeed01,1988,1,TEX,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vanslan01,1988,1,PIT,NL,154,587,101,169,23,15,25,100,30,9,57,126,2,1,1,13,8 +varshga01,1988,1,CHN,NL,46,73,6,20,3,0,0,5,5,0,1,6,0,0,0,1,0 +vaughde01,1988,1,TEX,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +velarra01,1988,1,NYA,AL,48,115,18,20,6,0,5,12,1,1,8,24,0,2,0,0,3 +violafr01,1988,1,MIN,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +virgioz02,1988,1,ATL,NL,107,320,23,82,10,0,9,31,2,0,22,54,1,5,2,1,10 +walewji01,1988,1,DET,AL,88,175,23,37,5,0,0,6,11,4,12,26,0,0,10,1,1 +walkbo01,1988,1,PIT,NL,34,69,3,6,1,0,0,5,0,1,2,31,0,2,3,0,0 +walkech01,1988,1,CAL,AL,33,78,8,12,1,0,0,2,2,1,6,15,0,0,2,0,2 +walkedu01,1988,1,SLN,NL,24,22,1,4,1,0,0,3,0,0,2,7,0,0,0,0,1 +walkegr01,1988,1,CHA,AL,99,377,45,93,22,1,8,42,0,1,29,77,3,3,1,2,7 +walkemi01,1988,1,CLE,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wallati01,1988,1,MON,NL,159,592,52,152,32,5,12,69,2,6,38,88,7,3,0,7,19 +wallide01,1988,1,HOU,NL,65,176,19,43,10,2,1,20,1,0,15,18,3,0,1,0,2 +wallide01,1988,2,SLN,NL,19,58,3,13,3,0,0,1,1,0,2,7,0,0,0,0,1 +waltege01,1988,1,NYN,NL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +waltege01,1988,2,SEA,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +warddu01,1988,1,TOR,AL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wardga01,1988,1,NYA,AL,91,231,26,52,8,0,4,24,0,1,24,41,4,2,4,1,8 +washicl01,1988,1,NYA,AL,126,455,62,140,22,3,11,64,15,6,24,74,2,2,0,4,7 +washiro01,1988,1,CLE,AL,69,223,30,57,14,2,2,21,3,3,9,35,0,5,3,1,2 +wasinma01,1988,1,SFN,NL,3,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +webstmi01,1988,1,MON,NL,81,259,33,66,5,2,2,13,12,10,36,37,2,5,4,2,3 +webstmi01,1988,2,CHN,NL,70,264,36,70,11,6,4,26,10,4,19,50,0,3,1,2,2 +wegmabi01,1988,1,ML4,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +weisswa01,1988,1,OAK,AL,147,452,44,113,17,3,3,39,4,4,35,56,1,9,8,7,9 +welchbo01,1988,1,OAK,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wellmbr01,1988,1,KCA,AL,71,107,11,29,3,0,1,6,1,2,6,23,0,2,1,0,1 +wellsda01,1988,1,TOR,AL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +westda01,1988,1,NYN,NL,2,2,1,2,1,0,0,0,0,0,0,0,0,0,0,0,0 +whitalo01,1988,1,DET,AL,115,403,54,111,18,2,12,55,2,0,66,61,5,0,6,2,8 +whitede03,1988,1,CAL,AL,122,455,76,118,22,2,11,51,17,8,23,84,1,2,5,1,5 +whitefr01,1988,1,KCA,AL,150,537,48,126,25,1,8,58,7,3,21,67,3,4,7,6,16 +whitsed01,1988,1,SDN,NL,34,66,4,11,3,0,0,3,0,0,1,23,0,0,9,0,0 +whitter01,1988,1,TOR,AL,127,398,63,100,11,2,16,70,4,2,61,38,4,1,2,6,9 +wilkecu01,1988,1,TEX,AL,117,338,41,99,12,5,0,28,9,4,26,43,3,2,3,2,7 +wilkibi01,1988,1,SEA,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +willica01,1988,1,CHA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +willied01,1988,1,CLE,AL,10,21,3,4,0,0,0,1,0,0,0,3,0,1,1,0,1 +willifr01,1988,1,CIN,NL,60,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +willike02,1988,1,CHA,AL,73,220,18,35,4,2,8,28,6,5,10,64,0,8,3,2,2 +willima04,1988,1,SFN,NL,52,156,17,32,6,1,8,19,0,1,8,41,0,2,3,1,7 +willima05,1988,1,BAL,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +willimi02,1988,1,TEX,AL,67,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +willire01,1988,1,CLE,AL,11,31,7,7,2,0,1,3,0,0,0,6,0,0,0,0,2 +willsfr01,1988,1,TOR,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wilsogl01,1988,1,SEA,AL,78,284,28,71,10,1,3,17,1,1,15,52,0,0,1,2,13 +wilsogl01,1988,2,PIT,NL,37,126,11,34,8,0,2,15,0,0,3,18,1,1,2,2,4 +wilsomo01,1988,1,NYN,NL,112,378,61,112,17,5,8,41,15,4,27,63,2,2,1,2,12 +wilsost01,1988,1,TEX,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wilsotr01,1988,1,SFN,NL,4,7,1,2,0,0,0,0,0,0,0,2,0,0,1,0,0 +wilsowi02,1988,1,KCA,AL,147,591,81,155,17,11,1,37,35,7,22,106,1,2,8,5,5 +winfida01,1988,1,NYA,AL,149,559,96,180,37,2,25,107,9,4,69,88,10,2,0,1,19 +winnihe01,1988,1,MON,NL,47,90,10,21,2,1,0,6,4,5,12,18,1,0,0,1,2 +winnihe01,1988,2,CIN,NL,53,113,6,26,1,3,0,15,8,3,5,27,0,0,3,1,0 +winnji01,1988,1,MIN,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wittbo01,1988,1,TEX,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wittmi01,1988,1,CAL,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +woodami01,1988,1,CHA,AL,18,45,3,6,0,1,0,4,1,1,1,5,0,1,1,0,1 +woodstr01,1988,1,LAN,NL,65,173,15,43,4,1,3,15,1,2,7,32,1,1,0,2,4 +woodwro01,1988,1,BOS,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +worreto01,1988,1,SLN,NL,68,6,1,0,0,0,0,0,0,0,1,5,0,0,0,0,0 +worthcr01,1988,1,BAL,AL,26,81,5,15,2,0,2,4,1,0,9,24,0,0,0,0,2 +wronari01,1988,1,CHN,NL,4,6,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +wynegbu01,1988,1,CAL,AL,27,55,8,14,4,1,1,8,0,0,8,7,1,0,0,2,2 +wynnema01,1988,1,SDN,NL,128,333,37,88,13,4,11,42,3,4,31,62,2,0,3,2,3 +yettri01,1988,1,CLE,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +youmafl01,1988,1,MON,NL,14,26,2,4,1,0,0,3,0,0,0,12,0,0,0,1,0 +youngcu01,1988,1,OAK,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +youngge02,1988,1,HOU,NL,149,576,79,148,21,9,0,37,65,27,66,66,1,3,5,5,10 +youngjo02,1988,1,SFN,NL,83,123,12,31,4,0,0,16,1,1,10,17,0,1,2,3,5 +youngmi01,1988,1,PHI,NL,75,146,13,33,14,0,1,14,0,0,26,43,1,1,0,2,1 +youngmi01,1988,2,ML4,AL,8,14,2,0,0,0,0,0,0,0,2,5,1,1,1,0,0 +yountro01,1988,1,ML4,AL,162,621,92,190,38,11,13,91,22,4,63,63,10,3,2,7,21 +zuvelpa01,1988,1,CLE,AL,51,130,9,30,5,1,0,7,0,0,8,13,0,0,8,0,3 +aasedo01,1989,1,NYN,NL,49,5,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +abbotji01,1989,1,CAL,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +abnersh01,1989,1,SDN,NL,57,102,13,18,4,0,2,14,1,0,5,20,2,0,0,1,1 +ackerji01,1989,1,ATL,NL,59,7,0,1,0,0,0,0,0,0,0,2,0,0,0,0,1 +ackerji01,1989,2,TOR,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +adducji01,1989,1,PHI,NL,13,19,1,7,1,0,0,0,0,0,0,4,0,0,0,0,0 +agostju01,1989,1,HOU,NL,71,5,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +aguaylu01,1989,1,CLE,AL,47,97,7,17,4,1,1,8,0,0,7,19,0,2,3,3,4 +aguilri01,1989,1,NYN,NL,36,7,1,0,0,0,0,0,0,0,1,2,0,0,0,0,0 +aguilri01,1989,2,MIN,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +akerfda01,1989,1,TEX,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +aldremi01,1989,1,MON,NL,76,136,12,30,8,1,1,12,1,3,19,30,0,1,1,2,4 +aldrija01,1989,1,ML4,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +aldrija01,1989,2,ATL,NL,8,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +alexado01,1989,1,DET,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +allanan01,1989,1,CLE,AL,111,323,30,75,9,1,3,17,4,4,23,47,2,4,6,3,7 +allenne01,1989,1,CLE,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +allrebe01,1989,1,CLE,AL,13,24,0,6,3,0,0,1,0,0,2,10,0,0,0,0,0 +alomaro01,1989,1,SDN,NL,158,623,82,184,27,1,7,56,42,17,53,76,4,1,17,8,10 +alomasa02,1989,1,SDN,NL,7,19,1,4,1,0,1,6,0,0,3,3,1,0,0,0,1 +alvarjo01,1989,1,ATL,NL,30,3,0,0,0,0,0,0,0,0,0,2,0,0,2,0,0 +alvarwi01,1989,1,TEX,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +anderal02,1989,1,MIN,AL,34,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +anderbr01,1989,1,BAL,AL,94,266,44,55,12,2,4,16,16,4,43,45,6,3,5,0,4 +anderda02,1989,1,LAN,NL,87,140,15,32,2,0,1,14,2,0,17,26,1,0,5,1,1 +anderke01,1989,1,CAL,AL,86,223,27,51,6,1,0,17,1,2,17,42,0,1,6,1,4 +anderla02,1989,1,HOU,NL,60,3,0,1,0,0,0,0,0,0,0,2,0,0,1,0,0 +anthoer01,1989,1,HOU,NL,25,61,7,11,2,0,4,7,0,0,9,16,2,0,0,0,1 +appieke01,1989,1,KCA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +aquinlu01,1989,1,KCA,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +armasto01,1989,1,CAL,AL,60,202,22,52,7,1,11,30,0,0,7,48,2,0,0,2,2 +armstja01,1989,1,CIN,NL,10,8,0,0,0,0,0,0,0,0,1,5,0,0,3,0,1 +arndtla01,1989,1,OAK,AL,2,6,1,1,0,0,0,0,0,0,0,1,0,0,1,0,0 +arnsbbr01,1989,1,TEX,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ashbyal01,1989,1,HOU,NL,22,61,4,10,1,1,0,3,0,0,7,8,0,1,1,1,2 +assenpa01,1989,1,ATL,NL,49,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1 +assenpa01,1989,2,CHN,NL,14,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +atherke01,1989,1,CLE,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +augusdo01,1989,1,ML4,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +backmwa01,1989,1,MIN,AL,87,299,33,69,9,2,1,26,1,1,32,45,0,1,4,1,4 +bailesc01,1989,1,CLE,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +baineha01,1989,1,CHA,AL,96,333,55,107,20,1,13,56,0,1,60,52,13,1,0,3,11 +baineha01,1989,2,TEX,AL,50,172,18,49,9,0,3,16,0,2,13,27,0,0,0,1,4 +bairdo01,1989,1,PIT,NL,44,5,0,1,1,0,0,0,0,0,0,3,0,0,0,0,0 +bakerdo01,1989,1,MIN,AL,43,78,17,23,5,1,0,9,0,0,9,18,0,2,2,1,0 +balbost01,1989,1,NYA,AL,110,300,33,71,12,2,17,59,0,0,25,67,5,3,0,6,10 +ballaje01,1989,1,BAL,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bandoch01,1989,1,OAK,AL,1,2,0,1,0,0,0,1,0,0,0,1,0,0,0,0,0 +bankhsc01,1989,1,SEA,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bannifl01,1989,1,KCA,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barfije01,1989,1,TOR,AL,21,80,8,16,4,0,5,11,0,2,5,28,0,1,0,0,0 +barfije01,1989,2,NYA,AL,129,441,71,106,19,1,18,56,5,3,82,122,6,2,1,3,8 +barfijo01,1989,1,TEX,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barnesk01,1989,1,CIN,NL,5,3,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0 +barrema02,1989,1,BOS,AL,86,336,31,86,18,0,1,27,4,1,32,12,0,2,15,5,12 +barreto01,1989,1,PHI,NL,14,27,3,6,0,0,0,1,0,0,1,7,0,0,3,0,0 +basske01,1989,1,HOU,NL,87,313,42,94,19,4,5,44,11,4,29,44,3,1,1,4,2 +batesbi01,1989,1,ML4,AL,7,14,3,3,0,0,0,0,2,0,0,1,0,0,0,0,2 +bathebi01,1989,1,SFN,NL,30,32,3,9,1,0,0,6,0,0,0,7,0,0,0,1,0 +batiske01,1989,1,TOR,AL,6,8,1,2,0,0,0,0,0,0,0,5,0,0,0,0,0 +bautijo01,1989,1,BAL,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +beanbi01,1989,1,DET,AL,9,11,0,0,0,0,0,0,0,0,2,3,0,1,0,0,0 +beanbi01,1989,2,LAN,NL,51,71,7,14,4,0,0,3,0,2,4,10,0,1,0,0,0 +beanebi01,1989,1,OAK,AL,37,79,8,19,5,0,0,11,3,1,0,13,0,0,2,1,2 +beardda01,1989,1,DET,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +beattbl01,1989,1,NYN,NL,2,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +bedrost01,1989,1,PHI,NL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bedrost01,1989,2,SFN,NL,40,6,0,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +belchti01,1989,1,LAN,NL,39,70,3,7,1,0,0,6,0,0,2,26,0,1,10,0,2 +belinst01,1989,1,PIT,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bellbu01,1989,1,TEX,AL,34,82,4,15,4,0,0,3,0,0,7,10,0,0,1,0,4 +belleal01,1989,1,CLE,AL,62,218,22,49,8,4,7,37,2,2,12,55,0,2,0,2,4 +bellge02,1989,1,TOR,AL,153,613,88,182,41,2,18,104,4,3,33,60,3,4,0,14,18 +bellira01,1989,1,PIT,NL,67,154,10,33,4,0,0,8,5,2,8,22,2,0,3,0,1 +bellja01,1989,1,PIT,NL,78,271,33,70,13,3,2,27,5,3,19,47,0,1,10,2,9 +bellju01,1989,1,BAL,AL,8,4,2,0,0,0,0,0,1,0,0,1,0,0,0,0,0 +benedbr01,1989,1,ATL,NL,66,160,12,31,3,0,1,6,0,0,23,18,4,1,2,0,1 +benesan01,1989,1,SDN,NL,10,24,2,6,0,0,1,2,0,0,0,12,0,0,1,0,1 +benjami01,1989,1,SFN,NL,14,6,6,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +benzito01,1989,1,CIN,NL,161,628,79,154,28,3,17,76,3,7,44,120,13,2,4,8,5 +berenju01,1989,1,MIN,AL,56,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bergmda01,1989,1,DET,AL,137,385,38,103,13,1,7,37,1,3,44,44,3,2,4,1,5 +berroge01,1989,1,ATL,NL,81,136,7,36,4,0,2,9,0,1,7,32,1,0,0,0,2 +berryda01,1989,1,CHN,NL,91,334,37,86,13,0,5,41,1,0,16,54,4,2,4,5,13 +bicheda01,1989,1,CAL,AL,48,138,13,29,7,0,3,15,3,0,6,24,0,0,0,2,3 +bielemi01,1989,1,CHN,NL,33,70,1,3,0,0,0,3,1,0,3,35,0,0,9,0,0 +biggicr01,1989,1,HOU,NL,134,443,64,114,21,2,13,60,21,3,49,64,8,6,6,5,7 +bilarda01,1989,1,PIT,NL,33,80,11,18,6,0,2,8,1,2,2,18,0,0,1,0,1 +birkbmi01,1989,1,ML4,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +birtsti01,1989,1,CIN,NL,42,4,1,1,0,0,1,1,0,0,0,1,0,0,0,0,0 +bittije01,1989,1,CHA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +blackbu02,1989,1,CLE,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +blankke01,1989,1,CHN,NL,2,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +blankla02,1989,1,OAK,AL,58,125,22,29,5,1,1,4,5,1,8,31,0,0,3,1,0 +blausje01,1989,1,ATL,NL,142,456,63,123,24,2,12,46,5,2,38,101,2,1,8,4,7 +blockte01,1989,1,ATL,NL,26,31,1,7,1,0,0,1,1,0,1,5,0,0,0,0,0 +blowemi01,1989,1,NYA,AL,13,38,2,10,0,0,0,3,0,0,3,13,0,0,0,0,1 +blylebe01,1989,1,CAL,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bockura01,1989,1,DET,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +boddimi01,1989,1,BOS,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +boevejo01,1989,1,ATL,NL,66,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +boggswa01,1989,1,BOS,AL,156,621,113,205,51,7,3,54,2,6,107,51,19,7,0,7,19 +boltoto01,1989,1,BOS,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bondsba01,1989,1,PIT,NL,159,580,96,144,34,6,19,58,32,10,93,93,22,1,1,4,9 +bonilbo01,1989,1,PIT,NL,163,616,96,173,37,10,24,86,8,8,76,93,20,1,0,5,10 +bookegr01,1989,1,SDN,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bookegr01,1989,2,MIN,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bookero01,1989,1,SLN,NL,10,8,1,2,0,0,0,0,0,0,0,1,0,0,0,0,0 +boonebo01,1989,1,KCA,AL,131,405,33,111,13,2,1,43,3,2,49,37,4,2,8,5,16 +bordepa01,1989,1,TOR,AL,94,241,22,62,11,1,3,29,2,1,11,45,2,1,1,2,7 +bosioch01,1989,1,ML4,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bosleth01,1989,1,TEX,AL,37,40,5,9,2,0,1,9,2,0,3,11,0,0,0,1,2 +bostoda01,1989,1,CHA,AL,101,218,34,55,3,4,5,23,7,2,24,31,3,0,4,1,1 +boydoi01,1989,1,BOS,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bradlph01,1989,1,BAL,AL,144,545,83,151,23,10,11,55,20,6,70,103,4,7,4,4,12 +bradlsc01,1989,1,SEA,AL,103,270,21,74,16,0,3,37,1,1,21,23,4,1,1,6,5 +bradybr01,1989,1,CAL,AL,2,2,0,1,1,0,0,1,0,0,0,1,0,0,0,0,0 +bragggl01,1989,1,ML4,AL,144,514,77,127,12,3,15,66,17,5,42,111,4,4,3,7,13 +brantje01,1989,1,SFN,NL,59,12,1,1,0,0,0,0,0,0,0,8,0,0,3,0,1 +brantmi01,1989,1,SEA,AL,34,108,14,17,5,0,0,8,2,2,7,7,0,0,1,1,1 +breamsi01,1989,1,PIT,NL,19,36,3,8,3,0,0,4,0,4,12,10,0,0,2,0,0 +brenlbo01,1989,1,TOR,AL,48,88,9,15,3,1,1,6,1,0,10,17,0,0,1,0,2 +brenlbo01,1989,2,SFN,NL,12,22,2,4,2,0,0,3,0,0,1,7,1,0,0,1,1 +brettge01,1989,1,KCA,AL,124,457,67,129,26,3,12,80,14,4,59,47,14,3,0,9,18 +brilegr01,1989,1,SEA,AL,115,394,52,105,22,4,13,52,11,5,39,82,1,5,1,5,9 +brockgr01,1989,1,ML4,AL,107,373,40,99,16,0,12,52,6,1,43,49,8,3,2,1,10 +brookhu01,1989,1,MON,NL,148,542,56,145,30,1,14,70,6,11,39,108,2,4,0,8,15 +brookto01,1989,1,NYA,AL,66,168,14,38,6,0,4,14,1,3,11,27,1,0,3,1,3 +browebo01,1989,1,NYA,AL,26,69,9,16,3,0,2,3,3,1,6,11,0,0,0,0,1 +brownch02,1989,1,DET,AL,17,57,3,11,3,0,0,4,0,0,1,17,0,0,0,1,3 +brownje01,1989,1,CLE,AL,153,598,83,179,31,4,5,45,14,6,68,64,10,1,14,4,9 +brownke01,1989,1,TEX,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brownma03,1989,1,CIN,NL,16,30,2,5,1,0,0,4,0,0,4,9,0,0,0,1,0 +brownto05,1989,1,CIN,NL,41,78,2,7,0,0,0,2,0,1,4,32,0,0,14,0,1 +brumlmi02,1989,1,DET,AL,92,212,33,42,5,2,1,11,8,4,14,45,0,1,3,0,4 +brunato01,1989,1,SLN,NL,158,556,67,133,29,3,20,85,5,9,59,107,3,2,0,5,10 +buchabo01,1989,1,KCA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bucknbi01,1989,1,KCA,AL,79,176,7,38,4,1,1,16,1,0,6,11,2,0,0,1,4 +buechst01,1989,1,TEX,AL,155,486,60,114,22,2,16,59,1,3,36,107,0,5,2,1,21 +buhneja01,1989,1,SEA,AL,58,204,27,56,15,1,9,33,1,4,19,55,0,2,0,1,0 +buicede01,1989,1,TOR,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bulloer01,1989,1,PHI,NL,6,4,1,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +burketi01,1989,1,MON,NL,68,3,0,0,0,0,0,0,0,0,1,3,0,0,0,0,0 +burksel01,1989,1,BOS,AL,97,399,73,121,19,6,12,61,21,5,36,52,2,5,2,4,8 +burnsto02,1989,1,OAK,AL,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bushra01,1989,1,MIN,AL,141,391,60,103,17,4,14,54,5,8,48,73,6,3,0,2,16 +butlebr01,1989,1,SFN,NL,154,594,100,168,22,4,4,36,31,16,59,69,2,3,13,3,4 +cabrefr01,1989,1,TOR,AL,3,12,1,2,1,0,0,0,0,0,1,3,0,0,0,0,0 +cabrefr01,1989,2,ATL,NL,4,14,0,3,2,0,0,0,0,0,0,3,0,0,0,0,0 +cadargr01,1989,1,OAK,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cadargr01,1989,2,NYA,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +caldeiv01,1989,1,CHA,AL,157,622,83,178,34,9,14,87,7,1,43,94,7,3,2,6,20 +camacer01,1989,1,SFN,NL,13,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +caminke01,1989,1,HOU,NL,161,585,71,149,31,3,10,72,4,1,51,93,9,3,3,4,8 +campbmi01,1989,1,SEA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +canalge01,1989,1,ML4,AL,13,26,5,5,1,0,1,3,0,1,2,3,0,0,1,0,0 +candejo01,1989,1,NYA,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +candejo01,1989,2,MON,NL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +candito01,1989,1,CLE,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cangejo01,1989,1,PIT,NL,112,160,18,35,4,2,0,9,11,8,35,20,2,3,1,2,1 +canojo01,1989,1,HOU,NL,6,6,0,0,0,0,0,0,0,0,0,5,0,0,0,0,0 +cansejo01,1989,1,OAK,AL,65,227,40,61,9,1,17,57,6,3,23,69,4,2,0,6,4 +carmado01,1989,1,PHI,NL,49,34,0,1,0,0,0,0,0,0,0,13,0,0,7,0,2 +carpecr01,1989,1,SLN,NL,36,9,1,4,0,0,0,1,0,0,0,2,0,0,2,0,0 +carrema01,1989,1,NYN,NL,68,133,20,41,6,0,6,16,2,3,12,17,0,1,0,0,1 +cartega01,1989,1,NYN,NL,50,153,14,28,8,0,2,15,0,0,12,15,0,0,0,1,5 +cartejo01,1989,1,CLE,AL,162,651,84,158,32,4,35,105,13,5,39,112,8,8,2,5,6 +cartest01,1989,1,PIT,NL,9,16,2,2,1,0,1,3,0,0,2,5,1,0,0,0,0 +carych01,1989,1,NYA,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +castica01,1989,1,MIN,AL,94,218,23,56,13,3,8,33,1,2,15,40,1,1,4,2,5 +castiju01,1989,1,ML4,AL,3,4,0,0,0,0,0,3,0,0,0,2,0,0,0,2,0 +castito02,1989,1,TOR,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +castito02,1989,2,ATL,NL,12,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +ceronri01,1989,1,BOS,AL,102,296,28,72,16,1,4,48,0,0,34,40,1,2,4,5,10 +cerutjo01,1989,1,TOR,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +charlno01,1989,1,CIN,NL,69,5,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +clancji01,1989,1,HOU,NL,33,41,3,6,1,0,0,0,0,0,1,14,0,0,7,0,0 +clarkda05,1989,1,CLE,AL,102,253,21,60,12,0,8,29,0,2,30,63,5,0,1,1,7 +clarkja01,1989,1,SDN,NL,142,455,76,110,19,1,26,94,6,2,132,145,18,1,0,5,10 +clarkje01,1989,1,SDN,NL,17,41,5,8,2,0,1,7,0,1,3,9,0,0,0,0,0 +clarkst02,1989,1,KCA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clarkte01,1989,1,CAL,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clarkwi02,1989,1,SFN,NL,159,588,104,196,38,9,23,111,8,3,74,103,14,5,0,8,6 +claryma01,1989,1,ATL,NL,18,31,3,5,0,0,0,1,0,0,3,7,0,0,5,0,0 +clemepa01,1989,1,SDN,NL,23,6,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +clemero02,1989,1,BOS,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cluttbr01,1989,1,ML4,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cochrda01,1989,1,SEA,AL,54,102,13,24,4,1,3,7,0,2,14,27,0,1,0,0,2 +colemvi01,1989,1,SLN,NL,145,563,94,143,21,9,2,28,65,10,50,90,0,2,7,2,4 +colesda01,1989,1,SEA,AL,146,535,54,135,21,3,10,59,5,4,27,61,1,6,2,3,13 +collida02,1989,1,CIN,NL,78,106,12,25,4,0,0,7,3,1,10,17,0,0,2,0,2 +combspa01,1989,1,PHI,NL,6,12,1,2,1,0,0,0,1,0,0,4,0,0,1,0,0 +comstke01,1989,1,SEA,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +coneda01,1989,1,NYN,NL,34,77,9,18,2,0,0,4,0,0,2,13,0,0,6,0,1 +cookde01,1989,1,SFN,NL,2,6,1,1,0,1,0,1,0,0,0,2,0,0,0,0,0 +cookde01,1989,2,PHI,NL,22,36,3,8,1,0,0,2,0,0,0,4,0,0,2,0,0 +cookmi01,1989,1,MIN,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +coolbsc01,1989,1,TEX,AL,25,51,7,14,1,0,2,7,0,0,4,12,0,0,1,1,2 +corajo01,1989,1,SDN,NL,12,19,5,6,1,0,0,1,1,0,1,0,0,0,0,0,0 +corbesh01,1989,1,CAL,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +corsiji01,1989,1,OAK,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +costejo01,1989,1,SLN,NL,48,6,0,0,0,0,0,0,0,0,0,5,0,0,2,0,0 +cottohe01,1989,1,SEA,AL,100,295,44,78,11,2,9,33,10,4,12,44,3,3,0,0,4 +crawfst01,1989,1,KCA,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +crewsti01,1989,1,LAN,NL,44,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +crimch01,1989,1,ML4,AL,76,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cummist01,1989,1,TOR,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dalenpe01,1989,1,CLE,AL,5,7,0,1,1,0,0,0,0,0,0,3,0,0,0,0,0 +danieka01,1989,1,CIN,NL,44,133,26,29,11,0,2,9,6,4,36,28,1,2,0,1,1 +danieka01,1989,2,LAN,NL,11,38,7,13,2,0,2,8,3,0,7,5,0,0,0,1,1 +darliro01,1989,1,NYN,NL,35,73,8,9,1,0,2,5,0,0,1,28,0,1,5,0,0 +darwida01,1989,1,HOU,NL,68,17,1,2,0,0,0,2,0,0,0,8,0,0,0,1,0 +dascedo01,1989,1,CHN,NL,47,139,20,23,1,0,1,12,6,3,13,13,0,0,3,2,2 +datzje01,1989,1,DET,AL,7,10,0,2,0,0,0,0,0,0,1,1,0,1,0,0,1 +daughja01,1989,1,TEX,AL,52,106,15,32,4,2,1,10,2,1,11,21,0,1,0,3,1 +daultda01,1989,1,PHI,NL,131,368,29,74,12,2,8,44,2,1,52,58,8,2,1,1,4 +davidbo01,1989,1,NYA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +davidma01,1989,1,HOU,NL,33,65,7,13,2,1,1,5,1,0,7,14,0,0,1,0,1 +davisal01,1989,1,SEA,AL,142,498,84,152,30,1,21,95,0,1,101,49,15,6,0,6,15 +davisbu02,1989,1,BAL,AL,5,6,1,1,1,0,0,0,0,0,0,3,0,0,0,0,0 +davisch01,1989,1,CAL,AL,154,560,81,152,24,1,22,90,3,0,61,109,12,0,3,6,21 +daviser01,1989,1,CIN,NL,131,462,74,130,14,2,34,101,21,7,68,116,12,1,0,11,16 +davisgl01,1989,1,HOU,NL,158,581,87,156,26,1,34,89,4,2,69,123,17,7,0,6,9 +davisjo02,1989,1,ATL,NL,78,231,12,39,5,0,4,19,0,0,23,61,3,1,1,1,8 +davisjo04,1989,1,CHA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +davisma01,1989,1,SDN,NL,70,13,0,0,0,0,0,0,0,0,0,7,0,0,0,0,0 +davismi02,1989,1,LAN,NL,67,173,21,43,7,1,5,19,6,5,16,28,1,0,0,2,2 +davisst02,1989,1,OAK,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +davisst03,1989,1,CLE,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dawlebi01,1989,1,OAK,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dawsoan01,1989,1,CHN,NL,118,416,62,105,18,6,21,77,8,5,35,62,13,1,0,7,16 +dayleke01,1989,1,SLN,NL,71,5,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +deerro01,1989,1,ML4,AL,130,466,72,98,18,2,26,65,4,8,60,158,5,4,0,2,8 +dejesjo01,1989,1,KCA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +deleojo01,1989,1,SLN,NL,36,83,3,8,0,0,0,1,0,0,2,37,0,0,9,0,1 +deleolu01,1989,1,SEA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +deloslu01,1989,1,KCA,AL,28,87,6,22,3,1,0,6,0,0,5,14,0,0,0,0,2 +dempsri01,1989,1,LAN,NL,79,151,16,27,7,0,4,16,1,0,30,37,3,1,1,0,5 +densodr01,1989,1,ATL,NL,12,36,1,9,1,0,0,5,1,0,3,9,0,0,0,0,0 +dernibo01,1989,1,PHI,NL,107,187,26,32,5,0,1,13,4,3,14,28,0,0,1,3,1 +deshaji01,1989,1,HOU,NL,35,75,2,9,0,0,0,2,0,0,1,26,0,0,9,0,0 +devermi01,1989,1,BAL,AL,122,391,55,104,14,3,8,46,22,11,36,60,0,2,2,3,7 +diazbo01,1989,1,CIN,NL,43,132,6,27,5,0,1,8,0,2,6,7,3,0,0,0,3 +diazma01,1989,1,SEA,AL,52,74,9,10,0,0,1,7,0,0,7,7,0,0,5,0,2 +dibblro01,1989,1,CIN,NL,74,8,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +dillago01,1989,1,PHI,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dipinfr01,1989,1,SLN,NL,67,13,0,1,0,0,0,0,0,0,0,9,0,0,1,0,0 +disarga01,1989,1,CAL,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +distebe01,1989,1,PIT,NL,96,154,12,38,8,0,2,15,1,0,17,30,3,3,2,0,6 +dopsojo01,1989,1,BOS,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +doranbi02,1989,1,HOU,NL,142,507,65,111,25,2,8,58,22,3,59,63,2,2,3,3,8 +dorsebr01,1989,1,NYA,AL,8,22,3,8,1,0,0,4,0,0,1,3,0,0,0,0,0 +dotsori01,1989,1,NYA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dotsori01,1989,2,CHA,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +downibr01,1989,1,CAL,AL,142,544,59,154,25,2,14,59,0,2,56,87,3,6,0,4,6 +downske01,1989,1,SFN,NL,18,22,2,2,0,0,0,0,0,0,0,9,0,0,3,0,0 +drabedo01,1989,1,PIT,NL,40,77,1,8,1,0,0,3,0,1,3,14,0,1,6,0,0 +draveda01,1989,1,SFN,NL,2,3,0,1,0,0,0,0,0,0,2,1,0,0,0,0,0 +drummti01,1989,1,MIN,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +duboibr01,1989,1,DET,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +duceyro01,1989,1,TOR,AL,41,76,5,16,4,0,0,7,2,1,9,25,1,0,1,0,2 +duncama01,1989,1,LAN,NL,49,84,9,21,5,1,0,8,3,3,0,15,0,2,1,0,1 +duncama01,1989,2,CIN,NL,45,174,23,43,10,1,3,13,6,2,8,36,0,3,1,0,2 +dunnemi01,1989,1,PIT,NL,3,4,1,1,0,0,0,0,0,0,1,2,0,0,0,0,0 +dunnemi01,1989,2,SEA,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dunstsh01,1989,1,CHN,NL,138,471,52,131,20,6,9,60,19,11,30,86,15,1,6,4,7 +durhale01,1989,1,SLN,NL,29,18,2,1,1,0,0,1,0,1,2,4,0,1,0,1,0 +dwyerji01,1989,1,MIN,AL,88,225,34,71,11,0,3,23,2,0,28,23,1,0,0,1,6 +dwyerji01,1989,2,MON,NL,13,10,1,3,1,0,0,2,0,0,1,1,0,0,0,0,0 +dyermi01,1989,1,MIN,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dykstle01,1989,1,NYN,NL,56,159,27,43,12,1,3,13,13,1,23,15,0,2,4,4,2 +dykstle01,1989,2,PHI,NL,90,352,39,78,20,3,4,19,17,11,37,38,1,1,1,1,5 +easlelo01,1989,1,PIT,NL,10,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +eavega01,1989,1,ATL,NL,3,6,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +eckerde01,1989,1,OAK,AL,51,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +edwarwa01,1989,1,CHA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +eichhma01,1989,1,ATL,NL,45,2,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +eilanda01,1989,1,NYA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +eisenji01,1989,1,KCA,AL,134,475,64,139,33,7,9,59,27,8,37,44,9,0,3,4,8 +elsteke01,1989,1,NYN,NL,151,458,52,106,25,2,10,55,4,3,34,77,11,2,6,8,13 +engleda01,1989,1,ML4,AL,27,65,5,14,3,0,2,8,0,0,4,13,0,0,1,0,1 +epparji01,1989,1,CAL,AL,12,12,0,3,0,0,0,2,0,0,1,4,0,0,0,0,0 +esaskni01,1989,1,BOS,AL,154,564,79,156,26,5,30,108,1,2,66,117,9,3,0,0,11 +espinal01,1989,1,NYA,AL,146,503,51,142,23,1,0,41,3,3,14,60,1,1,23,3,14 +espyce01,1989,1,TEX,AL,142,475,65,122,12,7,3,31,45,20,38,99,2,2,10,2,2 +evansda01,1989,1,ATL,NL,107,276,31,57,6,1,11,39,0,1,41,46,6,0,0,6,1 +evansdw01,1989,1,BOS,AL,146,520,82,148,27,3,20,100,3,3,99,84,1,3,1,7,16 +farrejo03,1989,1,CLE,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +farrst01,1989,1,KCA,AL,51,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +feldemi01,1989,1,ML4,AL,117,315,50,76,11,3,3,23,26,5,23,38,2,0,7,0,4 +felixju01,1989,1,TOR,AL,110,415,62,107,14,8,9,46,18,12,33,101,2,3,0,3,5 +fermife01,1989,1,CLE,AL,156,484,50,115,9,1,0,21,6,4,41,27,0,4,32,1,15 +fernasi01,1989,1,NYN,NL,35,71,2,15,3,0,1,8,0,0,1,25,0,1,10,0,0 +fernato01,1989,1,TOR,AL,140,573,64,147,25,9,11,64,22,6,29,51,1,3,2,10,9 +fettemi01,1989,1,CAL,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fieldbr01,1989,1,SEA,AL,3,3,2,1,1,0,0,0,0,0,0,1,0,0,0,0,0 +filerto01,1989,1,ML4,AL,14,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +finlech01,1989,1,CAL,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +finlest01,1989,1,BAL,AL,81,217,35,54,5,2,2,25,17,3,15,30,1,1,6,2,3 +fischje01,1989,1,LAN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fishebr01,1989,1,PIT,NL,9,5,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +fiskca01,1989,1,CHA,AL,103,375,47,110,25,2,13,68,1,0,36,60,8,3,0,5,15 +fitzgmi02,1989,1,MON,NL,100,290,33,69,18,2,7,42,3,4,35,61,3,2,2,2,8 +flanami01,1989,1,TOR,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +flannti01,1989,1,SDN,NL,73,130,9,30,5,0,0,8,2,0,13,20,0,0,1,1,2 +fletcda01,1989,1,LAN,NL,5,8,1,4,0,0,1,2,0,0,1,0,0,0,0,0,0 +fletcsc01,1989,1,TEX,AL,83,314,47,75,14,1,0,22,1,0,38,41,1,2,2,2,8 +fletcsc01,1989,2,CHA,AL,59,232,30,63,11,1,1,21,1,1,26,19,0,1,9,3,4 +foleyto02,1989,1,MON,NL,122,375,34,86,19,2,7,39,2,3,45,53,4,3,4,4,2 +fordcu01,1989,1,PHI,NL,108,142,13,31,5,1,1,13,5,3,16,33,0,1,0,2,4 +forscbo01,1989,1,HOU,NL,37,24,1,4,0,0,0,2,0,0,0,6,0,0,6,0,0 +fossato01,1989,1,ML4,AL,51,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +francjo01,1989,1,CIN,NL,60,3,1,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +francju01,1989,1,TEX,AL,150,548,80,173,31,5,13,92,21,3,66,69,11,1,0,6,27 +francte01,1989,1,ML4,AL,90,233,26,54,10,1,3,23,2,1,8,20,3,0,1,2,4 +frasewi01,1989,1,CAL,AL,44,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +freemla01,1989,1,ML4,AL,2,3,1,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +freemma02,1989,1,PHI,NL,1,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +freyst01,1989,1,MON,NL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +frohwto01,1989,1,PHI,NL,45,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +gaettga01,1989,1,MIN,AL,130,498,63,125,11,4,19,75,6,2,25,87,5,3,1,9,12 +gagnegr01,1989,1,MIN,AL,149,460,69,125,29,7,9,48,11,4,17,80,0,2,7,5,10 +galaran01,1989,1,MON,NL,152,572,76,147,30,1,23,85,12,5,48,158,10,13,0,3,12 +gallada01,1989,1,CHA,AL,161,601,74,160,22,2,1,46,5,6,46,79,1,2,16,2,9 +gallemi01,1989,1,OAK,AL,133,357,45,90,14,2,3,30,7,5,35,43,0,6,8,3,10 +gantnji01,1989,1,ML4,AL,116,409,51,112,18,3,0,34,20,6,21,33,2,10,8,5,10 +gantro01,1989,1,ATL,NL,75,260,26,46,8,3,9,25,9,6,20,63,0,1,2,2,0 +garcida01,1989,1,MON,NL,80,203,26,55,9,1,3,18,5,4,15,20,1,0,1,3,6 +garcimi02,1989,1,PIT,NL,11,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +gardnma01,1989,1,MON,NL,7,6,0,1,0,0,0,0,0,0,0,4,0,0,1,0,0 +gardnwe01,1989,1,BOS,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +garresc01,1989,1,SFN,NL,32,66,3,9,0,2,0,2,1,1,3,30,0,0,2,0,0 +gedmari01,1989,1,BOS,AL,93,260,24,55,9,0,4,16,0,1,23,47,1,0,3,3,8 +gerenbo01,1989,1,NYA,AL,65,205,26,59,5,1,9,27,0,0,12,44,0,1,6,1,10 +gibsoki01,1989,1,LAN,NL,71,253,35,54,8,2,9,28,12,3,35,55,5,2,0,2,5 +gibsopa01,1989,1,DET,AL,45,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gideobr01,1989,1,MON,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +girarjo01,1989,1,CHN,NL,59,157,15,39,10,0,1,14,2,1,11,26,5,2,1,1,4 +gladdda01,1989,1,MIN,AL,121,461,69,136,23,3,8,46,23,7,23,53,3,5,5,7,6 +glavito02,1989,1,ATL,NL,30,67,6,10,0,1,0,4,0,0,5,20,0,0,4,0,0 +gleatje01,1989,1,KCA,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gonzade01,1989,1,CLE,AL,8,17,3,5,1,0,0,1,0,0,0,4,0,1,1,0,0 +gonzage01,1989,1,MIN,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gonzajo02,1989,1,LAN,NL,95,261,31,70,11,2,3,18,9,3,23,53,5,0,1,1,2 +gonzaju03,1989,1,TEX,AL,24,60,6,9,3,0,1,7,0,0,6,17,0,0,2,0,4 +gonzare01,1989,1,BAL,AL,71,166,16,36,4,0,1,11,5,3,12,30,0,0,6,1,6 +goodedw01,1989,1,NYN,NL,19,40,1,8,3,0,0,1,0,0,0,7,0,0,3,1,1 +gordoto01,1989,1,KCA,AL,49,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gossari01,1989,1,SFN,NL,31,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gossari01,1989,2,NYA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gottji01,1989,1,PIT,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gozzoma01,1989,1,TOR,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gracema01,1989,1,CHN,NL,142,510,74,160,28,3,13,79,14,7,80,42,13,0,3,3,13 +grantma01,1989,1,SDN,NL,50,20,5,1,0,0,0,0,0,0,4,10,0,0,1,0,0 +greenga01,1989,1,SDN,NL,15,27,4,7,3,0,0,0,0,1,1,1,0,0,0,0,0 +greenmi01,1989,1,BOS,AL,145,578,87,178,36,0,14,95,13,5,56,44,15,3,0,4,21 +greento01,1989,1,ATL,NL,4,10,1,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +greggto01,1989,1,ATL,NL,102,276,24,67,8,0,6,23,3,4,18,45,2,0,3,1,4 +griffal01,1989,1,LAN,NL,136,506,49,125,27,2,0,29,10,7,29,57,2,0,11,1,5 +griffke01,1989,1,CIN,NL,106,236,26,62,8,3,8,30,4,2,29,42,3,1,0,0,2 +griffke02,1989,1,SEA,AL,127,455,61,120,23,0,16,61,16,7,44,83,8,2,1,4,4 +griffmi02,1989,1,CIN,NL,3,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +grimsja01,1989,1,PHI,NL,4,5,0,0,0,0,0,0,0,0,0,2,0,0,2,0,0 +grissma02,1989,1,MON,NL,26,74,16,19,2,0,1,2,1,0,12,21,0,0,1,0,1 +grossgr01,1989,1,HOU,NL,60,75,2,15,0,0,0,4,0,0,11,6,2,1,1,0,3 +grosske01,1989,1,MON,NL,31,64,5,9,2,0,0,1,0,0,6,32,0,0,6,0,2 +grubeke01,1989,1,TOR,AL,135,545,83,158,24,4,18,73,10,5,30,60,0,3,0,5,13 +guantce01,1989,1,TEX,AL,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gubicma01,1989,1,KCA,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guerrpe01,1989,1,SLN,NL,162,570,60,177,42,1,17,117,2,0,79,84,13,4,0,12,17 +guettle01,1989,1,NYA,AL,70,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guilloz01,1989,1,CHA,AL,155,597,63,151,20,8,1,54,36,17,15,48,3,0,11,3,8 +guthrma01,1989,1,MIN,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gwynnch01,1989,1,LAN,NL,32,68,8,16,4,1,0,7,1,0,2,9,0,0,2,1,1 +gwynnto01,1989,1,SDN,NL,158,604,82,203,27,7,4,62,40,16,56,30,16,1,11,7,12 +hairsje01,1989,1,CHA,AL,3,3,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +halech01,1989,1,MIN,AL,28,67,6,14,3,0,0,4,0,0,1,6,0,0,1,2,0 +hallal02,1989,1,PIT,NL,20,33,4,6,2,1,0,1,3,0,3,5,0,0,0,0,0 +halldr01,1989,1,TEX,AL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hallme01,1989,1,NYA,AL,113,361,54,94,9,0,17,58,0,0,21,37,4,0,1,8,9 +hamilje01,1989,1,LAN,NL,151,548,45,134,35,1,12,56,0,0,20,71,5,3,4,6,10 +hammaat01,1989,1,SFN,NL,28,19,3,7,1,0,0,3,0,0,0,3,0,0,4,0,0 +hansoer01,1989,1,SEA,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hardyja02,1989,1,CHA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +harnipe01,1989,1,BAL,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +harpebr01,1989,1,MIN,AL,126,385,43,125,24,0,8,57,2,4,13,16,3,6,4,4,11 +harrige01,1989,1,MON,NL,11,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +harrige01,1989,2,SEA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +harrigr01,1989,1,PHI,NL,44,6,1,1,0,1,0,1,0,0,0,2,0,0,1,0,0 +harrigr01,1989,2,BOS,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +harrigr02,1989,1,SDN,NL,56,19,3,1,0,0,0,0,0,0,2,10,0,0,4,0,0 +harrile01,1989,1,CIN,NL,61,188,17,42,4,0,2,11,10,6,9,20,0,1,1,0,5 +harrile01,1989,2,LAN,NL,54,147,19,37,6,1,1,15,4,3,11,13,0,1,0,0,9 +hartlmi01,1989,1,LAN,NL,5,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +harvebr01,1989,1,CAL,AL,51,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hassero01,1989,1,OAK,AL,97,268,29,61,12,0,5,23,1,0,24,45,2,1,1,4,9 +hatchbi01,1989,1,HOU,NL,108,395,49,90,15,3,3,44,22,6,30,53,2,1,3,4,3 +hatchbi01,1989,2,PIT,NL,27,86,10,21,4,0,1,7,2,1,0,9,0,1,0,0,1 +hatchmi01,1989,1,LAN,NL,94,224,18,66,9,2,2,25,1,2,13,16,3,1,0,6,7 +havenbr01,1989,1,CLE,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +havenbr01,1989,2,DET,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hawkian01,1989,1,NYA,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hayesch01,1989,1,SFN,NL,3,5,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +hayesch01,1989,2,PHI,NL,84,299,26,77,15,1,8,43,3,1,11,49,1,0,2,3,6 +hayesvo01,1989,1,PHI,NL,154,540,93,140,27,2,26,78,28,7,101,103,14,4,0,7,7 +heathmi02,1989,1,DET,AL,122,396,38,104,16,2,10,43,7,1,24,71,2,4,1,4,18 +heatone01,1989,1,PIT,NL,44,42,2,9,0,0,0,2,0,1,0,16,0,0,2,0,0 +heepda01,1989,1,BOS,AL,113,320,36,96,17,0,5,49,0,1,29,26,4,1,1,4,13 +heinkdo01,1989,1,SLN,NL,7,6,0,0,0,0,0,0,0,0,2,3,0,0,2,0,0 +hemonsc01,1989,1,OAK,AL,4,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hendeda01,1989,1,OAK,AL,152,579,77,145,24,3,15,80,8,5,54,131,1,3,1,6,13 +henderi01,1989,1,NYA,AL,65,235,41,58,13,1,3,22,25,8,56,29,0,1,0,1,0 +henderi01,1989,2,OAK,AL,85,306,72,90,13,2,9,35,52,6,70,39,5,2,0,3,8 +hengeda01,1989,1,CLE,AL,12,25,2,3,1,0,0,1,0,0,2,4,0,0,1,0,1 +henketo01,1989,1,TOR,AL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hennemi01,1989,1,DET,AL,60,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +henrydw01,1989,1,ATL,NL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hernake01,1989,1,NYN,NL,75,215,18,50,8,0,4,19,0,3,27,39,3,2,0,0,4 +hernama01,1989,1,NYN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hernawi01,1989,1,DET,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hernaxa01,1989,1,TOR,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +herrto01,1989,1,PHI,NL,151,561,65,161,25,6,2,37,10,7,54,63,2,3,6,2,9 +hershor01,1989,1,LAN,NL,35,77,4,14,4,1,0,2,0,0,4,25,0,0,10,1,0 +heskejo01,1989,1,MON,NL,43,2,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +hetzeer01,1989,1,BOS,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hibbagr01,1989,1,CHA,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hickeke01,1989,1,BAL,AL,51,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +higgima01,1989,1,CLE,AL,6,10,1,1,0,0,0,0,0,0,1,6,0,0,0,0,0 +higuete01,1989,1,ML4,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hillesh01,1989,1,CHA,AL,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hillgl01,1989,1,TOR,AL,19,52,4,15,0,0,1,7,2,1,3,12,0,0,0,0,0 +hillke01,1989,1,SLN,NL,33,59,4,9,1,0,0,3,0,0,2,21,0,0,8,0,0 +hinzoto01,1989,1,CLE,AL,18,17,4,0,0,0,0,0,1,2,2,6,0,0,2,0,0 +hoffmgl01,1989,1,CAL,AL,48,104,9,22,3,0,1,3,0,2,3,13,0,1,4,0,1 +hoilech01,1989,1,BAL,AL,6,9,0,1,1,0,0,1,0,0,1,3,0,0,0,0,0 +holmabr01,1989,1,MON,NL,10,8,1,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +holmabr01,1989,2,SEA,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +holmash01,1989,1,DET,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +holtobr01,1989,1,BAL,AL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +honeyri01,1989,1,OAK,AL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hornsa01,1989,1,BOS,AL,33,54,1,8,2,0,0,4,0,0,8,16,1,0,0,0,4 +hortori01,1989,1,LAN,NL,23,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +hortori01,1989,2,SLN,NL,11,11,0,3,1,0,0,0,0,0,0,1,0,0,2,0,0 +houghch01,1989,1,TEX,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +howelja01,1989,1,LAN,NL,56,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +howelja02,1989,1,CAL,AL,144,474,56,108,19,4,20,52,0,3,52,125,9,3,3,1,8 +howelke01,1989,1,PHI,NL,33,65,0,6,2,0,0,1,0,0,2,25,0,1,10,0,3 +howitda01,1989,1,OAK,AL,3,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +hrbekke01,1989,1,MIN,AL,109,375,59,102,17,0,25,84,3,0,53,35,4,1,1,4,6 +hubbagl01,1989,1,OAK,AL,53,131,12,26,6,0,3,12,2,0,19,20,0,0,1,2,3 +hudlere01,1989,1,MON,NL,92,155,21,38,7,0,6,13,15,4,6,23,2,1,0,0,2 +hudsoch02,1989,1,DET,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +huffmi01,1989,1,LAN,NL,12,25,4,5,1,0,1,2,0,1,3,6,0,1,1,0,0 +huismma01,1989,1,BAL,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +huletti01,1989,1,BAL,AL,33,97,12,27,5,0,3,18,0,0,10,17,0,0,1,1,3 +hurstbr01,1989,1,SDN,NL,33,70,4,5,0,0,0,0,0,0,9,47,0,0,8,0,1 +husonje01,1989,1,MON,NL,32,74,1,12,5,0,0,2,3,0,6,6,3,0,3,0,6 +incavpe01,1989,1,TEX,AL,133,453,48,107,27,4,21,81,5,7,32,136,0,6,0,4,12 +infanal01,1989,1,TOR,AL,20,12,1,2,0,0,0,0,1,0,0,1,0,0,1,0,0 +innisje01,1989,1,NYN,NL,29,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jacksbo01,1989,1,KCA,AL,135,515,86,132,15,6,32,105,26,9,39,172,8,3,0,4,10 +jacksda02,1989,1,CIN,NL,21,36,4,8,1,0,0,4,0,0,0,22,0,0,4,0,0 +jacksda03,1989,1,CHN,NL,45,83,7,19,4,0,1,8,1,2,6,17,1,0,0,0,1 +jacksda03,1989,2,SDN,NL,25,87,10,18,3,0,3,12,0,2,7,17,4,0,0,2,1 +jacksmi02,1989,1,SEA,AL,65,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jacobbr01,1989,1,CLE,AL,147,519,49,141,26,5,13,64,2,5,62,90,3,3,0,8,15 +jamesch02,1989,1,PHI,NL,45,179,14,37,4,0,2,19,3,1,4,23,0,0,1,1,9 +jamesch02,1989,2,SDN,NL,87,303,41,80,13,2,11,46,2,1,22,45,2,1,3,2,11 +jamesdi01,1989,1,ATL,NL,63,170,15,44,7,0,1,11,1,3,25,23,2,1,3,1,4 +jamesdi01,1989,2,CLE,AL,71,245,26,75,11,0,4,29,1,4,24,26,4,0,2,0,5 +javiest01,1989,1,OAK,AL,112,310,42,77,12,3,1,28,12,2,31,45,1,1,4,2,6 +jeffcmi01,1989,1,TEX,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jeffegr01,1989,1,NYN,NL,141,508,72,131,28,2,12,56,21,6,39,46,8,5,2,5,16 +jeffest01,1989,1,NYA,AL,10,12,1,1,0,0,0,1,1,1,0,4,0,0,0,0,0 +jeffest01,1989,2,BAL,AL,35,127,19,33,7,0,4,20,9,3,4,22,0,1,0,2,1 +jeltzst01,1989,1,PHI,NL,116,263,28,64,7,3,4,25,4,2,45,44,6,1,6,0,6 +jennido01,1989,1,OAK,AL,4,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +johnsda04,1989,1,BAL,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnsho01,1989,1,NYN,NL,153,571,104,164,41,3,36,101,41,8,77,126,8,1,0,6,4 +johnsla03,1989,1,CHA,AL,50,180,28,54,8,2,0,16,16,3,17,24,0,0,2,0,1 +johnsra05,1989,1,MON,NL,7,7,0,1,0,0,0,0,0,0,0,3,0,0,2,0,0 +johnsra05,1989,2,SEA,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnswa03,1989,1,MON,NL,85,114,9,31,3,1,2,17,1,0,7,12,0,0,2,2,2 +johnto01,1989,1,NYA,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jonesba01,1989,1,CHA,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jonesdo01,1989,1,CLE,AL,59,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jonesji02,1989,1,NYA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jonesro02,1989,1,PHI,NL,12,31,7,9,0,0,2,4,1,0,9,1,1,0,0,0,2 +jonesti02,1989,1,SLN,NL,42,75,11,22,6,0,0,7,1,0,7,8,1,1,1,2,2 +jonestr01,1989,1,SFN,NL,40,97,5,18,4,0,0,12,2,1,5,14,3,1,0,0,4 +jonestr01,1989,2,DET,AL,46,158,17,41,10,0,3,26,1,1,16,16,1,1,1,3,1 +jordari02,1989,1,PHI,NL,144,523,63,149,22,3,12,75,4,3,23,62,5,5,0,8,19 +jorgete01,1989,1,MIN,AL,10,23,1,4,1,0,0,2,0,0,4,5,0,0,0,0,1 +josefe01,1989,1,OAK,AL,20,57,3,11,2,0,0,5,0,1,4,13,0,0,0,0,2 +joynewa01,1989,1,CAL,AL,159,593,78,167,30,2,16,79,3,2,46,58,7,6,1,8,15 +juraked01,1989,1,SFN,NL,30,42,2,10,0,0,0,1,0,0,5,5,0,0,1,0,1 +justida01,1989,1,ATL,NL,16,51,7,12,3,0,1,3,2,1,3,9,1,1,1,0,1 +kaiseje01,1989,1,CLE,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +karkoro01,1989,1,CHA,AL,71,182,21,48,9,2,3,24,0,0,10,56,0,2,7,2,0 +keedypa01,1989,1,CLE,AL,9,14,3,3,2,0,0,1,0,0,2,5,0,0,0,0,0 +kellyro01,1989,1,NYA,AL,137,441,65,133,18,3,9,48,35,12,41,89,3,6,8,0,9 +kennete02,1989,1,SFN,NL,125,355,19,85,15,0,5,34,1,3,35,56,7,0,3,2,6 +keyji01,1989,1,TOR,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kiefest01,1989,1,NYA,AL,5,8,0,1,0,0,0,0,0,0,0,5,0,0,0,0,0 +kilgupa01,1989,1,CHN,NL,35,41,1,3,0,0,0,2,0,0,1,11,0,0,4,0,0 +kingemi01,1989,1,SEA,AL,31,76,14,17,3,0,2,6,1,1,7,14,0,0,0,1,2 +kinger01,1989,1,CHA,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kingje01,1989,1,PIT,NL,75,215,31,42,13,3,5,19,4,2,20,34,1,2,2,4,3 +kinzema01,1989,1,SLN,NL,8,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +kippebo01,1989,1,PIT,NL,52,9,1,1,0,0,0,1,0,0,1,2,0,0,1,0,1 +kittlro01,1989,1,CHA,AL,51,169,26,51,10,0,11,37,0,1,22,42,1,1,0,4,2 +kneppbo01,1989,1,HOU,NL,22,31,3,7,4,0,1,3,0,0,6,6,0,0,2,0,1 +kneppbo01,1989,2,SFN,NL,13,12,2,1,1,0,0,0,0,0,3,3,0,0,1,0,0 +knudsma01,1989,1,ML4,AL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kommibr01,1989,1,CLE,AL,71,198,27,47,8,2,8,33,8,2,24,55,0,1,1,3,4 +kraemjo01,1989,1,CHN,NL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +kramera01,1989,1,PIT,NL,37,33,1,5,1,0,0,2,1,0,0,12,0,0,2,0,0 +krawcra01,1989,1,ML4,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kreutch01,1989,1,TEX,AL,87,158,16,24,3,0,5,9,0,1,27,40,0,0,6,1,4 +kruegbi01,1989,1,ML4,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +krukjo01,1989,1,SDN,NL,31,76,7,14,0,0,3,6,0,0,17,14,0,0,1,0,5 +krukjo01,1989,2,PHI,NL,81,281,46,93,13,6,5,38,3,0,27,39,2,0,1,3,5 +krukomi01,1989,1,SFN,NL,8,16,0,1,0,0,0,0,0,0,0,6,0,0,0,0,0 +kunkeje01,1989,1,TEX,AL,108,293,39,79,21,2,8,29,3,2,20,75,0,3,10,0,6 +kutchra01,1989,1,BOS,AL,77,160,28,36,10,3,2,18,3,0,11,46,0,0,3,1,5 +lacosmi01,1989,1,SFN,NL,45,41,1,3,2,0,0,1,0,0,4,16,0,0,3,0,1 +lagami01,1989,1,SFN,NL,17,20,1,4,1,0,1,7,0,0,1,6,0,0,0,0,0 +lakest01,1989,1,PHI,NL,58,155,9,39,5,1,2,14,0,0,12,20,4,0,1,1,6 +lampde01,1989,1,BOS,AL,42,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lancale01,1989,1,CHN,NL,42,11,0,2,1,0,0,1,0,0,0,7,0,0,0,0,0 +landrbi01,1989,1,PIT,NL,56,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +langsma01,1989,1,SEA,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +langsma01,1989,2,MON,NL,24,64,4,11,2,0,0,3,0,0,0,26,0,0,1,1,0 +lansfca01,1989,1,OAK,AL,148,551,81,185,28,2,2,52,37,15,51,25,2,9,1,4,21 +lapoida01,1989,1,NYA,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +larkiba01,1989,1,CIN,NL,97,325,47,111,14,4,4,36,10,5,20,23,5,2,2,8,7 +larkige01,1989,1,MIN,AL,136,446,61,119,25,1,6,46,5,2,54,57,6,9,5,6,13 +laudnti01,1989,1,MIN,AL,100,239,24,53,11,1,6,27,1,0,25,65,0,0,4,2,7 +lavalmi01,1989,1,PIT,NL,68,190,15,60,10,0,2,23,0,2,29,24,7,0,4,0,4 +lawleto01,1989,1,TOR,AL,59,70,20,16,1,0,0,3,12,1,7,12,0,0,1,1,0 +lawtoma01,1989,1,NYA,AL,10,14,1,3,0,0,0,0,1,0,0,3,0,0,0,0,1 +lawva01,1989,1,CHN,NL,130,408,38,96,22,3,7,42,2,2,38,73,0,0,1,7,11 +leachri01,1989,1,TEX,AL,110,239,32,65,14,1,1,23,2,1,32,33,7,1,4,2,7 +leachte01,1989,1,NYN,NL,10,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +leachte01,1989,2,KCA,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +learyti01,1989,1,LAN,NL,19,33,1,2,0,0,0,0,0,0,0,14,0,0,6,0,1 +learyti01,1989,2,CIN,NL,14,26,1,5,2,0,0,4,0,0,4,9,0,0,3,0,0 +leema02,1989,1,TOR,AL,99,300,27,78,9,2,3,34,4,2,20,60,1,0,1,1,8 +leffecr01,1989,1,SFN,NL,70,7,0,0,0,0,0,0,0,0,0,5,0,0,0,0,0 +leibrch01,1989,1,KCA,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leipeda01,1989,1,SDN,NL,22,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +leiteal01,1989,1,NYA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leiteal01,1989,2,TOR,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lemkema01,1989,1,ATL,NL,14,55,4,10,2,1,2,10,0,1,5,7,0,0,0,0,1 +lemonch01,1989,1,DET,AL,127,414,45,98,19,2,7,47,1,5,46,71,3,8,2,2,7 +leonaje01,1989,1,SEA,AL,150,566,69,144,20,1,24,93,6,1,38,125,2,5,0,12,12 +lillide01,1989,1,ATL,NL,36,63,5,12,1,0,0,4,0,0,0,12,0,0,3,0,0 +lindeji01,1989,1,SLN,NL,73,45,8,5,1,0,0,2,0,0,3,18,0,0,1,1,2 +lindjo01,1989,1,PIT,NL,153,578,52,134,21,3,2,48,15,1,39,64,7,2,13,5,13 +liriane01,1989,1,TOR,AL,132,418,51,110,26,3,5,53,16,7,43,51,0,2,10,5,10 +littlsc01,1989,1,PIT,NL,3,4,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +littogr01,1989,1,SFN,NL,71,143,12,36,5,3,4,17,0,2,7,29,0,1,4,0,3 +lombaph01,1989,1,NYN,NL,18,48,4,11,1,0,1,3,0,0,5,8,0,0,0,0,2 +lombast01,1989,1,HOU,NL,21,37,5,8,3,1,1,3,0,0,4,9,1,0,0,0,0 +longbi01,1989,1,CHA,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lovelva01,1989,1,CAL,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lovulto01,1989,1,DET,AL,29,87,8,10,2,0,1,4,0,0,14,20,0,0,1,2,3 +lueckri01,1989,1,KCA,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lugour01,1989,1,MON,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lusadsc01,1989,1,DET,AL,40,103,15,26,4,0,1,8,3,0,9,21,0,0,0,1,2 +lynnfr01,1989,1,DET,AL,117,353,44,85,11,1,11,46,1,1,47,71,1,1,0,5,5 +lyonsba01,1989,1,NYN,NL,79,235,15,58,13,0,3,27,0,1,11,28,1,2,1,3,7 +lyonsst01,1989,1,CHA,AL,140,443,51,117,21,3,2,50,9,6,35,68,3,1,12,3,3 +macfami01,1989,1,KCA,AL,69,157,13,35,6,0,2,19,0,0,7,27,0,2,0,1,8 +machaju01,1989,1,NYN,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +maddemo01,1989,1,PIT,NL,10,1,0,0,0,0,0,0,0,0,0,1,0,0,3,0,0 +maddugr01,1989,1,CHN,NL,35,81,6,17,2,0,0,4,1,0,1,22,0,1,8,0,0 +maddumi01,1989,1,PHI,NL,16,10,2,0,0,0,0,0,0,0,1,1,0,0,1,0,0 +madissc01,1989,1,CIN,NL,40,98,13,17,7,0,1,7,0,1,8,9,2,1,0,1,4 +madrial01,1989,1,PHI,NL,6,6,0,0,0,0,0,0,0,0,1,3,0,0,0,0,0 +magadda01,1989,1,NYN,NL,127,374,47,107,22,3,4,41,1,0,49,37,6,1,1,4,2 +magrajo01,1989,1,SLN,NL,38,80,6,11,3,0,1,4,0,0,4,18,0,0,8,0,0 +magrato01,1989,1,CLE,AL,9,10,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +mahleri01,1989,1,CIN,NL,40,62,4,11,2,0,0,1,0,0,4,8,0,1,3,0,0 +maldoca01,1989,1,SFN,NL,129,345,39,75,23,0,9,41,4,1,37,69,4,3,1,3,8 +mannke01,1989,1,ATL,NL,7,24,1,5,2,0,0,1,0,0,0,6,0,1,0,0,1 +manrifr01,1989,1,CHA,AL,65,187,23,56,13,1,2,30,0,4,8,30,1,2,4,1,6 +manrifr01,1989,2,TEX,AL,54,191,23,55,12,0,2,22,4,1,9,33,0,0,9,1,3 +manwaki01,1989,1,SFN,NL,85,200,14,42,4,2,0,18,2,1,11,28,1,4,7,1,5 +marshmi02,1989,1,LAN,NL,105,377,41,98,21,1,11,42,2,5,33,78,4,5,0,4,8 +martica01,1989,1,SDN,NL,111,267,23,59,12,2,6,39,0,0,32,54,3,0,0,2,12 +martica02,1989,1,CHA,AL,109,350,44,105,22,0,5,32,4,1,21,57,2,1,6,1,14 +martida01,1989,1,MON,NL,126,361,41,99,16,7,3,27,23,4,27,57,2,0,7,1,1 +martide01,1989,1,MON,NL,34,72,5,9,0,0,0,3,1,0,5,19,0,0,9,0,1 +martied01,1989,1,SEA,AL,65,171,20,41,5,0,2,20,2,1,17,26,1,3,2,3,3 +martira02,1989,1,LAN,NL,16,37,4,6,1,0,0,3,0,0,1,14,0,0,2,0,0 +marzajo01,1989,1,BOS,AL,7,18,5,8,3,0,1,3,0,0,0,2,0,0,1,1,1 +masonro01,1989,1,HOU,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mattido01,1989,1,NYA,AL,158,631,79,191,37,2,23,113,3,0,51,30,18,1,0,10,15 +mazzile01,1989,1,NYN,NL,48,60,10,11,2,0,2,7,3,0,17,19,0,0,0,0,1 +mazzile01,1989,2,TOR,AL,28,66,12,15,3,0,4,11,2,0,17,16,1,2,0,1,1 +mccamra01,1989,1,SFN,NL,25,3,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +mccarto03,1989,1,CHA,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mccaski01,1989,1,CAL,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcclell01,1989,1,CHN,NL,92,259,47,74,12,1,12,40,6,4,37,31,3,1,1,7,3 +mcclubo01,1989,1,CAL,AL,48,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcculla01,1989,1,NYA,AL,52,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcdonbe01,1989,1,BAL,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcdowod01,1989,1,CLE,AL,69,239,33,53,5,2,3,22,12,5,25,36,0,1,3,2,3 +mcdowod01,1989,2,ATL,NL,76,280,56,85,18,4,7,24,15,10,27,37,3,0,1,0,0 +mcdowro01,1989,1,NYN,NL,25,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcdowro01,1989,2,PHI,NL,44,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +mcelrch01,1989,1,PHI,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcgafan01,1989,1,MON,NL,57,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcgeewi01,1989,1,SLN,NL,58,199,23,47,10,2,3,17,8,6,10,34,0,1,0,1,2 +mcgrifr01,1989,1,TOR,AL,161,551,98,148,27,3,36,92,7,4,119,132,12,4,1,5,14 +mcgrite01,1989,1,CIN,NL,6,11,1,3,0,0,0,2,0,0,2,3,1,0,0,0,0 +mcguibi01,1989,1,SEA,AL,14,28,2,5,0,0,1,4,0,0,2,6,0,0,0,0,2 +mcgwima01,1989,1,OAK,AL,143,490,74,113,17,0,33,95,1,1,83,94,5,3,0,11,23 +mcknije01,1989,1,NYN,NL,6,12,2,3,0,0,0,0,0,0,2,1,0,0,0,0,1 +mclemma01,1989,1,CAL,AL,32,103,12,25,3,1,0,14,6,1,7,19,0,1,3,1,2 +mcmurcr01,1989,1,TEX,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcreyke01,1989,1,NYN,NL,148,545,74,148,25,3,22,85,15,7,46,74,10,1,0,7,8 +mcwilla01,1989,1,PHI,NL,41,27,1,3,0,1,0,0,0,0,0,14,0,0,3,0,0 +mcwilla01,1989,2,KCA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +meadolo01,1989,1,HOU,NL,31,51,5,9,0,0,3,10,1,2,1,14,0,0,0,1,0 +medinlu01,1989,1,CLE,AL,30,83,8,17,1,0,4,8,0,1,6,35,0,0,0,0,3 +medvisc01,1989,1,PIT,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +melenfr01,1989,1,BAL,AL,9,11,1,3,0,0,0,3,0,0,1,2,0,0,0,1,1 +melvibo01,1989,1,BAL,AL,85,278,22,67,10,1,1,32,1,4,15,53,3,0,7,1,10 +mercaor01,1989,1,MIN,AL,19,38,1,4,0,0,0,1,1,0,4,4,0,0,0,0,0 +merckke01,1989,1,ATL,NL,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +merulma01,1989,1,CHA,AL,31,81,5,18,1,0,1,8,0,1,6,14,0,0,2,1,2 +meulehe01,1989,1,NYA,AL,8,28,2,5,0,0,0,1,0,1,2,8,0,0,0,0,2 +meyerbr01,1989,1,HOU,NL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +meyerjo01,1989,1,ML4,AL,53,147,13,33,6,0,7,29,1,0,12,36,1,0,0,5,2 +mielkga01,1989,1,TEX,AL,43,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +milacbo01,1989,1,BAL,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +milleke01,1989,1,NYN,NL,57,143,15,33,7,0,1,7,6,0,5,27,0,1,3,0,3 +milleke02,1989,1,PHI,NL,8,10,0,3,1,0,0,0,0,0,0,3,0,0,0,0,0 +millira01,1989,1,BAL,AL,124,365,56,98,23,5,12,45,9,5,74,75,2,3,0,2,12 +mintogr01,1989,1,CAL,AL,62,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mirabpa01,1989,1,ML4,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mitchjo02,1989,1,NYN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mitchke01,1989,1,SFN,NL,154,543,100,158,34,6,47,125,3,4,87,115,32,3,0,7,6 +mizerjo01,1989,1,ATL,NL,11,27,1,6,0,0,0,2,0,0,0,3,0,0,0,0,0 +mmahake01,1989,1,NYA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mohorda01,1989,1,NYA,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +molitpa01,1989,1,ML4,AL,155,615,84,194,35,4,11,56,27,11,64,67,4,4,4,9,11 +monteri01,1989,1,CAL,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +montgje01,1989,1,KCA,AL,63,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mooremi01,1989,1,OAK,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +morelke01,1989,1,DET,AL,90,318,34,95,16,0,5,35,3,2,27,33,5,2,0,0,14 +morelke01,1989,2,BAL,AL,33,107,11,23,4,0,1,10,0,0,4,12,0,0,0,0,7 +morgami01,1989,1,LAN,NL,40,36,1,3,0,0,0,1,0,0,1,12,0,0,3,0,0 +mormaru01,1989,1,CHA,AL,37,58,5,13,2,0,0,8,1,0,6,16,1,0,2,1,1 +morriha02,1989,1,NYA,AL,15,18,2,5,0,0,0,4,0,0,1,4,0,0,0,0,2 +morrija02,1989,1,DET,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +morrijo07,1989,1,SLN,NL,96,117,8,28,4,1,2,14,1,0,4,22,0,0,3,0,4 +mosebll01,1989,1,TOR,AL,135,502,72,111,25,3,11,43,24,7,56,101,1,6,7,1,7 +mosesjo01,1989,1,MIN,AL,129,242,33,68,12,3,1,31,14,7,19,23,1,1,3,2,5 +moyerja01,1989,1,TEX,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mulhote01,1989,1,SFN,NL,5,2,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +mulhote01,1989,2,PHI,NL,20,34,1,2,1,0,0,1,0,0,0,15,0,0,2,0,1 +mullira01,1989,1,TOR,AL,103,273,25,65,11,2,3,29,0,0,34,40,6,0,0,2,12 +munozmi01,1989,1,LAN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +murphda05,1989,1,ATL,NL,154,574,60,131,16,0,20,84,3,2,65,142,10,2,0,6,14 +murphda06,1989,1,SDN,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +murphdw01,1989,1,PHI,NL,98,156,20,34,5,0,9,27,0,1,29,44,2,0,0,0,2 +murphro01,1989,1,BOS,AL,74,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +murraed02,1989,1,LAN,NL,160,594,66,147,29,1,20,88,7,2,87,85,24,2,0,7,11 +musseje01,1989,1,TOR,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +musseje01,1989,2,NYN,NL,20,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +myersgr01,1989,1,TOR,AL,17,44,0,5,2,0,0,1,0,1,2,9,0,0,0,0,2 +myersra01,1989,1,NYN,NL,65,5,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +navarja01,1989,1,ML4,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nelsoge01,1989,1,OAK,AL,51,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nelsoro03,1989,1,SDN,NL,42,82,6,16,0,1,3,7,1,3,20,29,1,0,0,0,2 +newmaal01,1989,1,MIN,AL,141,446,62,113,18,2,0,38,25,12,59,46,0,2,10,4,3 +nichoca01,1989,1,HOU,NL,8,13,0,1,0,0,0,2,0,0,0,3,0,0,0,0,0 +nichoro02,1989,1,CLE,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +niedeto01,1989,1,SEA,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nielssc01,1989,1,NYA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nietoto01,1989,1,PHI,NL,11,20,1,3,0,0,0,0,0,0,6,7,0,1,0,0,0 +nixondo01,1989,1,SFN,NL,95,166,23,44,2,0,1,15,10,3,11,30,1,0,0,0,4 +nixonot01,1989,1,MON,NL,126,258,41,56,7,2,0,21,37,12,33,36,1,0,2,0,4 +noboaju01,1989,1,MON,NL,21,44,3,10,0,0,0,1,0,0,1,3,0,0,0,0,0 +nokesma01,1989,1,DET,AL,87,268,15,67,10,0,9,39,1,0,17,37,1,2,1,2,7 +nolteer01,1989,1,SDN,NL,3,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +nosekra01,1989,1,DET,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nunezed01,1989,1,DET,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nunezjo01,1989,1,TOR,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +oberkke01,1989,1,PIT,NL,14,40,2,5,1,0,0,2,0,0,2,2,0,0,1,1,0 +oberkke01,1989,2,SFN,NL,83,116,17,37,5,1,2,15,0,1,8,8,0,2,1,2,4 +obriech01,1989,1,ML4,AL,62,188,22,44,10,0,6,35,0,0,21,11,1,9,8,0,11 +obriepe03,1989,1,CLE,AL,155,554,75,144,24,1,12,55,3,1,83,48,17,2,2,5,10 +oestero01,1989,1,CIN,NL,109,305,23,75,15,0,1,14,1,0,32,47,8,0,0,0,10 +ojedabo01,1989,1,NYN,NL,32,66,3,7,0,0,0,0,0,0,3,14,0,0,6,0,0 +olerujo01,1989,1,TOR,AL,6,8,2,3,0,0,0,0,0,0,0,1,0,0,0,0,0 +olinst01,1989,1,CLE,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +olivefr01,1989,1,MIN,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +olivejo01,1989,1,CIN,NL,49,151,13,41,8,0,3,23,0,0,6,28,1,1,1,2,3 +olsongr01,1989,1,BAL,AL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +olsongr02,1989,1,MIN,AL,3,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +omallto01,1989,1,NYN,NL,9,11,2,6,2,0,0,8,0,0,0,2,0,0,0,0,0 +onealra01,1989,1,PHI,NL,20,5,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +oneilpa01,1989,1,CIN,NL,117,428,49,118,24,2,15,74,20,5,46,64,8,2,0,4,7 +ontivst02,1989,1,PHI,NL,6,12,2,1,1,0,0,3,0,0,1,2,0,0,0,0,0 +oquenjo01,1989,1,SLN,NL,163,556,59,162,28,7,1,48,3,5,79,59,7,0,7,8,12 +oroscje01,1989,1,CLE,AL,69,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +orsuljo01,1989,1,BAL,AL,123,390,59,111,22,5,7,55,5,3,41,35,6,2,7,6,8 +ortizju01,1989,1,PIT,NL,91,230,16,50,6,1,1,22,2,2,20,20,4,2,3,3,9 +ortonjo01,1989,1,CAL,AL,16,39,4,7,1,0,0,4,0,0,2,17,0,0,1,0,0 +ottoda01,1989,1,OAK,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +owensp01,1989,1,MON,NL,142,437,52,102,17,4,6,41,3,2,76,44,25,3,3,3,11 +paglimi01,1989,1,NYA,AL,74,223,19,44,10,0,4,16,1,1,19,43,0,2,0,0,2 +paglimi01,1989,2,SDN,NL,50,148,12,29,7,0,3,14,2,0,18,39,4,1,1,0,3 +pagnoto01,1989,1,SLN,NL,52,80,3,12,2,0,0,3,0,0,6,19,2,1,0,1,7 +palacre01,1989,1,KCA,AL,55,47,12,8,2,0,1,8,0,1,2,14,0,1,2,1,1 +palldo01,1989,1,CHA,AL,53,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +palmeda01,1989,1,DET,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +palmede01,1989,1,TEX,AL,16,19,0,2,2,0,0,1,0,0,0,12,0,0,0,1,0 +palmera01,1989,1,TEX,AL,156,559,76,154,23,4,8,64,4,3,63,48,3,6,2,2,18 +pardoal01,1989,1,PHI,NL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +parenma01,1989,1,SDN,NL,52,141,12,27,4,0,7,21,1,0,8,34,2,0,1,4,5 +parkecl01,1989,1,NYA,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +parkeda01,1989,1,OAK,AL,144,553,56,146,27,0,22,97,0,0,38,91,13,1,0,8,21 +parreje01,1989,1,PHI,NL,72,5,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +parrila02,1989,1,CAL,AL,124,433,48,103,12,1,17,50,1,1,42,104,6,2,1,4,10 +pasquda01,1989,1,CHA,AL,73,246,26,61,9,1,11,47,1,2,25,58,1,1,1,4,0 +pattebo01,1989,1,PIT,NL,12,3,0,0,0,0,0,0,0,0,1,2,0,0,2,0,0 +patteke01,1989,1,CHA,AL,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pecotbi01,1989,1,KCA,AL,65,83,21,17,4,2,3,5,5,0,7,9,1,1,1,0,4 +pedrial01,1989,1,DET,AL,31,69,1,14,3,0,0,5,0,0,2,15,0,0,0,0,5 +penaal01,1989,1,LAN,NL,53,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +penara01,1989,1,DET,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +penato01,1989,1,SLN,NL,141,424,36,110,17,2,4,37,5,3,35,33,19,2,2,1,19 +pendlte01,1989,1,SLN,NL,162,613,83,162,28,5,13,74,9,5,44,81,3,0,2,2,16 +perezme01,1989,1,CHA,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +perezpa01,1989,1,MON,NL,35,54,2,11,3,0,0,8,0,0,2,19,0,0,9,1,0 +perryge01,1989,1,ATL,NL,72,266,24,67,11,0,4,21,10,6,32,28,5,3,0,2,5 +perrypa02,1989,1,CHN,NL,19,6,1,1,0,0,0,0,0,0,0,1,0,0,0,0,1 +peterad01,1989,1,CHA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +peterje01,1989,1,ML4,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +petrage01,1989,1,TEX,AL,70,184,18,56,7,0,4,23,0,0,17,24,1,2,1,1,5 +petryda01,1989,1,CAL,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pettiga01,1989,1,DET,AL,119,444,77,114,8,6,1,18,43,15,84,106,0,0,8,0,14 +peveyma01,1989,1,MON,NL,13,41,2,9,1,1,0,3,0,0,0,8,0,0,1,0,1 +phelpke01,1989,1,NYA,AL,86,185,26,46,3,0,7,29,0,0,27,47,2,0,0,3,2 +phelpke01,1989,2,OAK,AL,11,9,0,1,1,0,0,0,0,0,4,0,0,0,0,0,0 +phillto02,1989,1,OAK,AL,143,451,48,118,15,6,4,47,3,8,58,66,2,3,5,7,17 +picoje01,1989,1,CHN,NL,53,10,0,1,0,0,0,0,0,0,0,4,0,0,3,0,0 +plesada01,1989,1,ML4,AL,52,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +plunker01,1989,1,OAK,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +plunker01,1989,2,NYA,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +polidgu01,1989,1,ML4,AL,79,175,15,34,7,0,0,14,3,0,6,18,0,2,3,0,6 +polonlu01,1989,1,OAK,AL,59,206,31,59,6,4,1,17,13,4,9,15,0,0,2,1,5 +polonlu01,1989,2,NYA,AL,66,227,39,71,11,2,2,29,9,4,16,29,1,2,0,3,8 +portuma01,1989,1,HOU,NL,20,34,3,7,3,0,1,2,0,0,1,6,0,0,3,0,0 +powelde01,1989,1,SEA,AL,43,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +powerte01,1989,1,SLN,NL,23,33,1,3,0,0,0,1,0,0,0,16,0,0,3,0,0 +preslji01,1989,1,SEA,AL,117,390,42,92,20,1,12,41,0,0,21,107,2,1,3,2,12 +pricejo02,1989,1,SFN,NL,7,2,1,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +pricejo02,1989,2,BOS,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +princto01,1989,1,PIT,NL,21,52,1,7,4,0,0,5,1,1,6,12,1,0,0,1,1 +puckeki01,1989,1,MIN,AL,159,635,75,215,45,4,9,85,11,4,41,59,9,3,0,5,21 +puhlte01,1989,1,HOU,NL,121,354,41,96,25,4,0,27,9,8,45,39,3,1,4,2,7 +puleoch01,1989,1,ATL,NL,15,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +quinolu01,1989,1,CIN,NL,97,340,43,83,13,4,12,34,2,4,25,46,0,3,8,2,3 +quinore01,1989,1,SEA,AL,7,19,2,2,0,0,0,0,0,0,1,1,0,0,2,0,0 +quinore01,1989,2,PIT,NL,71,225,21,47,11,0,3,29,0,2,15,40,2,1,4,8,5 +quintca01,1989,1,BOS,AL,34,77,6,16,5,0,0,6,0,0,7,12,0,0,0,0,5 +quirkja01,1989,1,NYA,AL,13,24,0,2,0,0,0,0,0,1,3,5,0,0,0,0,1 +quirkja01,1989,2,OAK,AL,9,10,1,2,0,0,1,1,0,0,0,4,0,0,0,0,0 +quirkja01,1989,3,BAL,AL,25,51,5,11,2,0,0,9,0,1,9,11,0,0,1,1,3 +quiseda01,1989,1,SLN,NL,63,4,0,1,0,0,0,1,0,0,0,1,0,0,0,0,0 +raineti01,1989,1,MON,NL,145,517,76,148,29,6,9,60,41,9,93,48,18,3,0,5,8 +ramirra01,1989,1,HOU,NL,151,537,46,132,20,2,6,54,3,1,29,64,3,0,6,3,8 +ramosdo01,1989,1,CHN,NL,85,179,18,47,6,2,1,19,1,1,17,23,4,2,6,0,10 +randowi01,1989,1,LAN,NL,145,549,62,155,18,0,2,36,7,6,71,51,2,4,4,5,11 +rasmude01,1989,1,SDN,NL,33,65,1,11,3,0,0,2,0,0,1,20,0,0,3,0,1 +rawlesh01,1989,1,MIN,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rayjo01,1989,1,CAL,AL,134,530,52,153,16,3,5,62,6,3,36,30,3,0,4,12,14 +readyra01,1989,1,SDN,NL,28,67,4,17,2,1,0,5,0,0,11,6,0,0,1,1,2 +readyra01,1989,2,PHI,NL,72,187,33,50,11,1,8,21,4,3,31,31,0,2,0,3,2 +reardje01,1989,1,MIN,AL,65,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +redusga01,1989,1,PIT,NL,98,279,42,79,18,7,6,33,25,6,40,51,3,1,1,3,5 +reedje01,1989,1,SEA,AL,52,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reedje02,1989,1,CIN,NL,102,287,16,64,11,0,3,23,0,0,34,46,5,2,3,4,6 +reedjo01,1989,1,BOS,AL,146,524,76,151,42,2,3,40,4,5,73,44,0,4,13,5,12 +reedri01,1989,1,PIT,NL,15,13,1,1,0,0,0,0,0,0,2,5,0,0,0,0,0 +reimeke01,1989,1,TEX,AL,3,5,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1 +reuscri01,1989,1,SFN,NL,32,61,2,10,1,0,0,3,0,1,5,16,0,0,16,1,2 +reussje01,1989,1,CHA,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reussje01,1989,2,ML4,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reyesgi01,1989,1,MON,NL,4,5,0,1,0,0,0,1,0,0,0,1,0,0,0,0,0 +reynocr01,1989,1,HOU,NL,101,189,16,38,4,0,2,14,1,0,19,18,5,0,5,0,2 +reynoha01,1989,1,SEA,AL,153,613,87,184,24,9,0,43,25,18,55,45,1,3,3,3,4 +reynorj01,1989,1,PIT,NL,125,363,45,98,16,2,6,48,22,5,34,66,8,1,1,4,13 +rhoderi01,1989,1,HOU,NL,20,29,0,6,1,0,0,0,0,0,0,2,0,0,2,0,1 +riceji01,1989,1,BOS,AL,56,209,22,49,10,2,3,28,1,0,13,39,0,1,0,5,4 +richaje01,1989,1,CIN,NL,53,125,10,21,4,0,2,11,1,0,10,23,0,1,3,1,3 +richaru01,1989,1,ATL,NL,2,3,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +richiro01,1989,1,DET,AL,19,49,6,13,4,2,1,10,0,1,5,10,1,0,1,0,2 +righeda01,1989,1,NYA,AL,55,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rijojo01,1989,1,CIN,NL,19,38,0,8,1,0,0,1,1,0,1,11,0,0,1,0,0 +rileser01,1989,1,SFN,NL,122,302,43,84,13,2,7,40,0,6,28,50,3,2,1,4,7 +ripkebi01,1989,1,BAL,AL,115,318,31,76,11,2,2,26,1,2,22,53,0,0,19,5,12 +ripkeca01,1989,1,BAL,AL,162,646,80,166,30,0,21,93,3,2,57,72,5,3,0,6,22 +ritzke01,1989,1,DET,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +riverlu01,1989,1,BOS,AL,93,323,35,83,17,1,5,29,2,3,20,60,1,1,4,1,7 +roberbi01,1989,1,SDN,NL,117,329,81,99,15,8,3,25,21,11,49,45,0,1,6,2,3 +robidbi01,1989,1,CHA,AL,16,39,2,5,2,0,0,1,0,0,4,9,0,0,0,0,0 +robindo01,1989,1,SFN,NL,40,81,7,15,1,0,3,7,0,0,1,23,0,0,0,0,0 +robinje01,1989,1,PIT,NL,50,35,2,8,0,0,1,3,0,0,0,11,0,0,5,0,0 +robinje02,1989,1,DET,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +robinro01,1989,1,CIN,NL,15,28,3,6,1,0,0,1,0,0,1,14,0,0,2,0,0 +rochfmi01,1989,1,BOS,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodriro02,1989,1,CIN,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodrivi01,1989,1,MIN,AL,6,11,2,5,2,0,0,0,0,0,0,1,0,0,0,0,0 +roeslmi01,1989,1,CIN,NL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rogerke01,1989,1,TEX,AL,73,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +romered01,1989,1,BOS,AL,46,113,14,24,4,0,0,6,0,2,7,7,1,1,2,2,1 +romered01,1989,2,ATL,NL,7,19,1,5,1,0,1,1,0,0,0,0,0,0,0,0,1 +romered01,1989,3,ML4,AL,15,50,3,10,3,0,0,3,0,0,0,10,0,0,0,0,3 +rominke01,1989,1,BOS,AL,92,274,30,75,13,0,1,23,1,1,21,53,1,2,3,3,11 +roomero01,1989,1,CIN,NL,107,315,36,83,18,5,7,34,12,8,13,100,0,3,0,3,2 +rosebo01,1989,1,CAL,AL,14,38,4,8,1,2,1,3,0,0,2,10,0,1,1,0,2 +rosenst01,1989,1,CHA,AL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ruffibr01,1989,1,PHI,NL,24,34,1,6,1,0,0,1,0,0,6,15,0,0,1,0,0 +russeje01,1989,1,TEX,AL,71,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +russejo02,1989,1,ATL,NL,74,159,14,29,2,0,2,9,0,0,8,53,1,1,0,1,4 +ryalma01,1989,1,PHI,NL,29,33,2,8,2,0,0,5,0,0,1,6,0,0,0,0,0 +ryanno01,1989,1,TEX,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +saberbr01,1989,1,KCA,AL,39,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +saboch01,1989,1,CIN,NL,82,304,40,79,21,1,6,29,14,9,25,33,2,1,4,2,2 +salasma01,1989,1,CLE,AL,30,77,4,17,4,1,2,7,0,0,5,13,1,1,0,0,2 +salazlu01,1989,1,SDN,NL,95,246,27,66,7,2,8,22,1,3,11,44,3,1,7,0,4 +salazlu01,1989,2,CHN,NL,26,80,7,26,5,0,1,12,0,1,4,13,0,0,0,0,2 +samueju01,1989,1,PHI,NL,51,199,32,49,3,1,8,20,11,3,18,45,1,1,0,1,2 +samueju01,1989,2,NYN,NL,86,333,37,76,13,1,3,28,31,9,24,75,1,10,2,1,5 +samuero01,1989,1,PIT,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sanchal02,1989,1,TOR,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sandbry01,1989,1,CHN,NL,157,606,104,176,25,5,30,76,15,5,59,85,8,4,1,2,9 +sandede02,1989,1,NYA,AL,14,47,7,11,2,0,2,7,1,0,3,8,1,0,0,0,0 +sandesc01,1989,1,CHN,NL,37,43,1,2,0,0,0,1,0,0,5,22,0,0,6,0,0 +santibe01,1989,1,SDN,NL,129,462,50,109,16,3,16,62,11,6,26,89,6,1,3,2,9 +santone01,1989,1,MON,NL,97,304,30,76,14,1,5,31,2,1,24,37,2,3,2,4,12 +sassema01,1989,1,NYN,NL,72,182,17,53,14,2,1,22,0,1,7,15,4,0,1,1,3 +saxst01,1989,1,NYA,AL,158,651,88,205,26,3,5,63,43,17,52,44,2,1,8,5,19 +schaeje01,1989,1,CHA,AL,15,10,2,1,0,0,0,0,1,1,0,2,0,0,1,0,0 +schatda01,1989,1,HOU,NL,36,9,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +schilcu01,1989,1,BAL,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schirca01,1989,1,CHN,NL,54,9,0,0,0,0,0,1,0,0,0,7,0,0,1,1,0 +schirca01,1989,2,SDN,NL,5,7,1,1,0,0,1,3,0,0,1,2,0,0,1,0,0 +schmida01,1989,1,BAL,AL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schmimi01,1989,1,PHI,NL,42,148,19,30,7,0,6,28,0,1,21,17,4,0,0,3,6 +schofdi02,1989,1,CAL,AL,91,302,42,69,11,2,4,26,9,3,28,47,0,3,11,2,4 +schoomi01,1989,1,SEA,AL,67,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schrobi01,1989,1,CAL,AL,41,138,16,28,2,0,6,15,0,0,3,44,0,0,3,0,3 +schuldo01,1989,1,NYA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schuldo01,1989,2,SDN,NL,7,4,1,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +schulje01,1989,1,KCA,AL,7,9,0,2,0,0,0,1,0,0,0,2,0,0,0,0,0 +schuri01,1989,1,BAL,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schuri01,1989,2,DET,AL,98,266,25,57,11,0,7,21,1,2,24,37,0,0,2,1,6 +schwami01,1989,1,DET,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sciosmi01,1989,1,LAN,NL,133,408,40,102,16,0,10,44,0,2,52,29,14,3,7,1,4 +scottdi03,1989,1,OAK,AL,3,2,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0 +scottmi03,1989,1,HOU,NL,33,75,2,10,0,0,1,10,0,1,2,31,0,0,9,1,1 +scuddsc01,1989,1,CIN,NL,23,24,1,4,0,0,0,2,0,0,4,13,0,0,4,0,0 +seaneru01,1989,1,CLE,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +searara01,1989,1,LAN,NL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +searcst01,1989,1,DET,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sebrabo01,1989,1,PHI,NL,6,10,0,0,0,0,0,0,0,0,2,5,0,0,1,0,0 +sebrabo01,1989,2,CIN,NL,15,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +segurjo01,1989,1,CHA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +seitzke01,1989,1,KCA,AL,160,597,78,168,17,2,4,48,17,8,102,76,7,5,4,7,16 +sharpmi01,1989,1,LAN,NL,27,28,2,7,3,0,0,5,0,1,4,7,1,0,1,1,1 +sheafda01,1989,1,CLE,AL,7,16,1,1,0,0,0,0,0,0,2,2,0,0,1,0,0 +sheetla01,1989,1,BAL,AL,102,304,33,74,12,1,7,33,1,1,26,58,10,3,0,5,4 +sheffga01,1989,1,ML4,AL,95,368,34,91,18,0,5,32,10,6,27,33,0,4,3,3,4 +shelbjo01,1989,1,LAN,NL,108,345,28,63,11,1,1,12,10,7,25,92,5,0,0,1,6 +sheripa01,1989,1,DET,AL,50,120,16,29,3,0,3,15,4,0,17,21,0,0,1,1,2 +sheripa01,1989,2,SFN,NL,70,161,20,33,3,4,3,14,4,1,13,45,1,0,0,0,1 +shielst01,1989,1,MIN,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shiplcr01,1989,1,NYN,NL,4,7,3,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +shower01,1989,1,SDN,NL,17,34,3,8,1,0,0,1,0,0,1,12,0,0,4,0,0 +sierrru01,1989,1,TEX,AL,162,634,101,194,35,14,29,119,8,2,43,82,2,2,0,10,7 +sinatma01,1989,1,DET,AL,13,25,2,3,0,0,0,1,0,0,1,3,0,1,0,0,1 +skalsjo01,1989,1,CLE,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +skinnjo01,1989,1,CLE,AL,79,178,10,41,10,0,1,13,1,1,9,42,0,1,1,0,3 +slaugdo01,1989,1,NYA,AL,117,350,34,88,21,3,5,38,1,1,30,57,3,5,2,5,9 +smilejo01,1989,1,PIT,NL,28,65,0,9,4,0,0,7,0,0,3,19,0,0,7,0,0 +smithbr01,1989,1,MON,NL,33,62,4,4,1,0,0,4,0,0,7,23,0,0,10,0,0 +smithda02,1989,1,HOU,NL,52,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +smithdw01,1989,1,CHN,NL,109,343,52,111,19,6,9,52,9,4,31,51,0,2,4,1,4 +smithgr01,1989,1,CHN,NL,4,5,1,2,0,0,0,2,0,0,0,0,0,1,0,0,0 +smithle02,1989,1,BOS,AL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithlo01,1989,1,ATL,NL,134,482,89,152,34,4,21,79,25,12,76,95,3,11,1,7,7 +smithmi03,1989,1,BOS,AL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithmi04,1989,1,PIT,NL,16,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +smithmi05,1989,1,BAL,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithoz01,1989,1,SLN,NL,155,593,82,162,30,8,2,50,29,7,55,37,3,2,11,3,10 +smithpe02,1989,1,ATL,NL,29,41,2,4,0,1,0,3,0,0,4,9,0,0,5,0,1 +smithro01,1989,1,MIN,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithza01,1989,1,ATL,NL,21,28,3,5,0,0,0,0,0,0,0,1,0,0,4,0,0 +smithza01,1989,2,MON,NL,32,4,1,1,1,0,0,0,0,0,0,2,0,0,0,0,0 +smoltjo01,1989,1,ATL,NL,33,62,6,7,1,1,1,6,0,0,6,23,0,0,6,0,0 +snideva01,1989,1,CIN,NL,8,7,1,1,0,0,0,0,0,0,0,5,0,0,0,0,0 +snydebr01,1989,1,OAK,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +snydeco02,1989,1,CLE,AL,132,489,49,105,17,0,18,59,6,5,23,134,1,2,0,4,11 +solanju01,1989,1,SEA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sorrepa01,1989,1,MIN,AL,14,21,2,5,0,0,0,1,0,0,5,4,1,0,0,1,0 +sosasa01,1989,1,TEX,AL,25,84,8,20,3,0,1,3,0,2,0,20,0,0,4,0,3 +sosasa01,1989,2,CHA,AL,33,99,19,27,5,0,3,10,7,3,11,27,2,2,1,2,3 +speiech01,1989,1,SFN,NL,28,37,7,9,4,0,0,2,0,0,5,9,0,0,2,0,2 +spierbi01,1989,1,ML4,AL,114,345,44,88,9,3,4,33,10,2,21,63,1,1,4,2,2 +spilmha01,1989,1,HOU,NL,32,36,7,10,3,0,0,3,0,0,7,2,1,0,0,0,1 +stanist01,1989,1,PHI,NL,9,9,0,1,0,0,0,1,0,0,0,3,0,0,0,0,0 +stanlbo01,1989,1,BOS,AL,43,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stanlmi02,1989,1,TEX,AL,67,122,9,30,3,1,1,11,1,0,12,29,1,2,1,0,5 +stantmi02,1989,1,ATL,NL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stclara01,1989,1,MIN,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +steelji01,1989,1,SFN,NL,13,12,0,1,0,0,0,0,0,0,2,4,1,0,0,0,0 +steinte01,1989,1,OAK,AL,130,454,37,124,13,1,7,42,1,2,30,66,2,2,2,3,14 +stephph01,1989,1,CHN,NL,17,21,0,3,0,0,0,0,1,0,2,3,0,0,0,0,0 +stephph01,1989,2,SDN,NL,10,17,4,6,0,0,2,2,0,0,3,2,0,0,2,0,0 +stewada01,1989,1,OAK,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stiebda01,1989,1,TOR,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stillku01,1989,1,KCA,AL,130,463,52,121,20,7,7,54,9,6,42,64,2,3,5,3,3 +stoddti01,1989,1,CLE,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stoneje01,1989,1,TEX,AL,22,36,5,6,1,2,0,5,2,1,3,5,0,1,1,0,2 +stoneje01,1989,2,BOS,AL,18,15,3,3,0,0,0,1,1,0,1,2,1,0,0,1,1 +stottto01,1989,1,TOR,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +strando01,1989,1,DET,AL,64,196,16,42,4,1,1,14,3,3,17,36,0,1,3,0,6 +strawda01,1989,1,NYN,NL,134,476,69,107,26,1,29,77,11,4,61,105,13,1,0,3,4 +stubbfr01,1989,1,LAN,NL,69,103,11,30,6,0,4,15,3,2,16,27,2,0,1,0,3 +sundbji01,1989,1,TEX,AL,76,147,13,29,7,1,2,8,0,0,23,37,0,0,7,1,3 +surhobj01,1989,1,ML4,AL,126,436,42,108,17,4,5,55,14,12,25,29,1,3,3,10,8 +sutclri01,1989,1,CHN,NL,37,70,5,10,2,0,0,5,2,0,10,19,0,0,10,0,4 +swanru01,1989,1,SFN,NL,2,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +swiftbi02,1989,1,SEA,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +swindgr01,1989,1,CLE,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tablepa01,1989,1,KCA,AL,123,390,36,101,11,1,2,42,0,0,37,42,0,2,3,2,14 +tananfr01,1989,1,DET,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tapanke01,1989,1,NYN,NL,3,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +tapanke01,1989,2,MIN,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tartada01,1989,1,KCA,AL,133,441,54,118,22,0,18,62,4,2,69,123,2,3,0,2,12 +tatest01,1989,1,SFN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +taylodo01,1989,1,PIT,NL,10,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tekulke01,1989,1,CIN,NL,37,2,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +templga01,1989,1,SDN,NL,142,506,43,129,26,3,6,40,1,3,23,80,12,0,4,3,15 +terrewa01,1989,1,SDN,NL,19,40,2,4,2,0,0,2,0,0,3,22,0,0,1,0,0 +terrewa01,1989,2,NYA,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +terrysc01,1989,1,SLN,NL,35,45,3,7,1,0,2,4,0,0,1,11,0,1,4,0,0 +tettlmi01,1989,1,BAL,AL,117,411,72,106,21,2,26,65,3,2,73,117,4,1,1,3,8 +teufeti01,1989,1,NYN,NL,83,219,27,56,7,2,2,15,1,3,32,50,1,1,0,2,4 +tewksbo01,1989,1,SLN,NL,7,9,0,1,0,0,0,1,0,0,0,5,0,0,0,0,0 +thigpbo01,1989,1,CHA,AL,61,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thomaan01,1989,1,ATL,NL,141,554,41,118,18,0,13,57,3,3,12,62,3,0,1,4,17 +thompmi02,1989,1,SLN,NL,155,545,60,158,28,8,4,68,27,8,39,91,5,4,0,3,12 +thompri01,1989,1,MON,NL,19,2,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +thompro01,1989,1,SFN,NL,148,547,91,132,26,11,13,50,12,2,51,133,0,13,9,0,6 +thondi01,1989,1,PHI,NL,136,435,45,118,18,4,15,60,6,3,33,81,6,0,1,3,6 +thornlo01,1989,1,NYN,NL,13,13,5,4,1,0,0,1,2,0,0,1,0,0,0,0,0 +thurmga01,1989,1,KCA,AL,72,87,24,17,2,1,0,5,16,0,15,26,0,0,2,1,0 +thurmma01,1989,1,BAL,AL,49,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tibbsja01,1989,1,BAL,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tinglro01,1989,1,CAL,AL,4,3,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0 +tolivfr01,1989,1,MIN,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tolivfr01,1989,2,SDN,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tollewa01,1989,1,NYA,AL,80,140,16,23,5,2,1,9,5,1,16,23,0,1,3,0,3 +trabeji01,1989,1,BAL,AL,86,234,14,49,8,0,4,26,4,3,19,41,1,0,1,3,7 +trammal01,1989,1,DET,AL,121,449,54,109,20,3,5,43,10,2,45,45,1,4,3,5,9 +treadje01,1989,1,ATL,NL,134,473,58,131,18,3,8,40,3,2,30,38,3,0,6,5,9 +trevial01,1989,1,HOU,NL,59,131,15,38,7,1,2,16,0,0,7,18,0,1,1,1,3 +trillma01,1989,1,CIN,NL,17,39,3,8,0,0,0,0,0,0,2,9,0,1,0,0,0 +troutst01,1989,1,SEA,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +trujimi01,1989,1,DET,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tudorjo01,1989,1,LAN,NL,6,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tunnele01,1989,1,MIN,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +uribejo01,1989,1,SFN,NL,151,453,34,100,12,6,1,30,6,6,34,74,12,0,6,4,7 +valdese01,1989,1,ATL,NL,19,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +valenfe01,1989,1,LAN,NL,34,66,3,12,2,0,0,6,0,0,0,11,0,0,7,0,0 +valleda01,1989,1,SEA,AL,94,316,32,75,10,3,7,34,0,0,29,32,2,6,1,3,13 +vanslan01,1989,1,PIT,NL,130,476,64,113,18,9,9,53,16,4,47,100,3,3,1,4,13 +varshga01,1989,1,CHN,NL,61,87,10,16,4,2,0,6,3,0,4,13,1,0,0,0,0 +vaughgr01,1989,1,ML4,AL,38,113,18,30,3,0,5,23,4,1,13,23,0,0,0,2,0 +velarra01,1989,1,NYA,AL,33,100,12,34,4,2,2,11,0,3,7,14,0,1,3,0,0 +venabma01,1989,1,CAL,AL,20,53,7,19,4,0,0,4,0,0,1,16,0,0,3,0,0 +venturo01,1989,1,CHA,AL,16,45,5,8,3,0,0,7,0,0,8,6,0,1,1,3,1 +veresra01,1989,1,ML4,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +violafr01,1989,1,MIN,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +violafr01,1989,2,NYN,NL,12,23,2,3,0,0,0,1,0,0,1,7,0,0,5,0,0 +virgioz02,1989,1,TOR,AL,9,11,2,2,1,0,1,2,0,0,4,3,0,0,0,0,0 +vizcajo01,1989,1,LAN,NL,7,10,2,2,0,0,0,0,0,0,0,1,0,0,1,0,0 +vizquom01,1989,1,SEA,AL,143,387,45,85,7,3,1,20,1,4,28,40,0,1,13,2,6 +walkbo01,1989,1,PIT,NL,33,70,2,13,2,2,0,9,0,0,1,18,0,0,5,0,2 +walkegr01,1989,1,CHA,AL,77,233,25,49,14,0,5,26,0,0,23,50,2,3,1,3,8 +walkela01,1989,1,MON,NL,20,47,4,8,0,0,0,4,1,1,5,13,0,1,3,0,0 +wallati01,1989,1,MON,NL,154,573,76,159,42,0,13,77,3,7,58,81,10,1,0,7,21 +wallide01,1989,1,SLN,NL,69,79,9,24,7,0,1,11,0,0,14,12,2,0,0,0,1 +waltoje01,1989,1,CHN,NL,116,475,64,139,23,3,5,46,24,7,27,77,1,6,2,5,6 +warddu01,1989,1,TOR,AL,66,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wardga01,1989,1,NYA,AL,8,17,3,5,1,0,0,1,0,0,3,5,1,0,0,0,1 +wardga01,1989,2,DET,AL,105,275,24,69,10,2,9,29,1,3,21,54,1,0,1,4,10 +washicl01,1989,1,CAL,AL,110,418,53,114,18,4,13,42,13,5,27,84,3,2,3,1,7 +washiro01,1989,1,HOU,NL,7,7,1,1,1,0,0,0,0,0,0,4,0,0,0,0,0 +waynega01,1989,1,MIN,AL,60,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +weaveji03,1989,1,SFN,NL,12,20,2,4,3,0,0,2,1,0,0,7,0,0,0,0,0 +webstle01,1989,1,MIN,AL,14,20,3,6,2,0,0,1,0,0,3,2,0,0,0,0,0 +webstmi01,1989,1,CHN,NL,98,272,40,70,12,4,3,19,14,2,30,55,5,1,3,2,3 +wegmabi01,1989,1,ML4,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +weisswa01,1989,1,OAK,AL,84,236,30,55,11,0,3,21,6,1,21,39,0,1,5,0,5 +welchbo01,1989,1,OAK,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wellmbr01,1989,1,KCA,AL,103,178,30,41,4,0,2,12,5,3,7,36,0,1,3,0,7 +wellsda01,1989,1,TOR,AL,54,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +westda01,1989,1,NYN,NL,11,5,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +westda01,1989,2,MIN,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +westomi01,1989,1,BAL,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wetheje01,1989,1,ATL,NL,52,48,5,10,2,1,1,7,1,0,4,6,0,0,2,1,2 +wettejo01,1989,1,LAN,NL,31,21,1,3,1,0,0,3,0,0,0,10,0,0,5,0,0 +whitalo01,1989,1,DET,AL,148,509,77,128,21,1,28,85,6,3,89,59,6,3,1,9,7 +whitede03,1989,1,CAL,AL,156,636,86,156,18,13,12,56,44,16,31,129,3,2,7,2,12 +whiteed02,1989,1,ATL,NL,36,74,5,12,3,0,1,4,1,0,6,15,2,0,1,1,2 +whitefr01,1989,1,KCA,AL,135,418,34,107,22,1,2,36,3,2,30,52,0,2,5,3,7 +whitewa02,1989,1,NYN,NL,9,1,1,0,0,0,0,0,0,0,1,1,0,0,1,0,0 +whitsed01,1989,1,SDN,NL,36,72,4,10,4,0,0,4,0,0,5,19,0,0,7,0,1 +whitter01,1989,1,TOR,AL,129,385,42,101,24,1,11,53,5,4,52,53,2,0,1,2,9 +wickake01,1989,1,CLE,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wilkecu01,1989,1,CHN,NL,77,160,18,39,4,2,1,10,4,2,8,33,0,0,1,1,3 +wilkide01,1989,1,CHN,NL,11,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +willida06,1989,1,BOS,AL,8,5,1,1,1,0,0,0,0,0,0,1,0,1,0,0,0 +willied01,1989,1,CHA,AL,66,201,25,55,8,0,3,10,1,2,18,31,3,4,3,3,4 +willifr01,1989,1,DET,AL,42,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +willike02,1989,1,DET,AL,94,258,29,53,5,1,6,23,9,4,18,63,0,5,2,2,6 +willima04,1989,1,SFN,NL,84,292,31,59,18,1,18,50,1,2,14,72,1,2,1,2,5 +willima05,1989,1,BAL,AL,65,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +willimi02,1989,1,CHN,NL,76,5,1,1,0,0,1,3,0,0,0,1,0,0,0,0,1 +willsfr01,1989,1,TOR,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wilmepa01,1989,1,TEX,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wilsocr01,1989,1,SLN,NL,6,4,1,1,0,0,0,1,0,0,1,2,0,0,0,0,0 +wilsogl01,1989,1,PIT,NL,100,330,42,93,20,4,9,49,1,4,32,39,5,1,0,5,8 +wilsogl01,1989,2,HOU,NL,28,102,8,22,6,0,2,15,0,1,5,14,0,0,0,1,3 +wilsoji03,1989,1,SEA,AL,5,8,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +wilsomo01,1989,1,NYN,NL,80,249,22,51,10,1,3,18,7,4,10,47,3,1,0,2,0 +wilsomo01,1989,2,TOR,AL,54,238,32,71,9,1,2,17,12,1,3,37,0,2,3,1,5 +wilsost01,1989,1,CHN,NL,53,16,1,1,0,0,0,0,0,0,1,3,0,0,1,0,0 +wilsotr01,1989,1,SFN,NL,14,8,1,2,0,0,0,1,1,0,1,0,0,1,0,0,0 +wilsowi02,1989,1,KCA,AL,112,383,58,97,17,7,3,43,24,6,27,78,0,1,6,6,8 +winnihe01,1989,1,CIN,NL,115,251,40,63,11,3,3,13,14,5,24,50,1,0,3,0,5 +wintema01,1989,1,KCA,AL,42,107,14,25,6,0,2,9,0,0,14,23,1,0,0,1,3 +wittbo01,1989,1,TEX,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wittmi01,1989,1,CAL,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wojnaed01,1989,1,CLE,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +woodstr01,1989,1,LAN,NL,4,6,0,0,0,0,0,0,0,0,0,1,0,0,0,0,2 +worreto01,1989,1,SLN,NL,47,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +worthcr01,1989,1,BAL,AL,145,497,57,123,23,0,15,70,1,2,61,114,2,4,3,1,10 +wronari01,1989,1,CHN,NL,38,92,11,26,2,1,2,14,0,0,2,21,1,1,0,2,1 +wynnema01,1989,1,SDN,NL,105,294,19,74,11,1,6,35,4,1,12,41,1,1,6,1,3 +wynnema01,1989,2,CHN,NL,20,48,8,9,2,1,1,4,2,0,1,7,1,1,1,0,0 +yeldier01,1989,1,HOU,NL,70,90,19,21,2,0,0,9,11,5,7,19,0,1,2,2,2 +yettri01,1989,1,CLE,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +youmafl01,1989,1,PHI,NL,10,13,1,1,0,0,0,0,0,0,0,6,0,0,1,0,0 +youngcu01,1989,1,OAK,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +youngge02,1989,1,HOU,NL,146,533,71,124,17,3,0,38,34,25,74,60,4,2,6,5,7 +youngjo02,1989,1,CIN,NL,76,118,13,25,5,0,3,13,0,1,13,21,2,2,0,1,6 +youngma01,1989,1,OAK,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +youngmi01,1989,1,CLE,AL,32,59,2,11,0,0,1,5,1,2,6,13,1,1,0,0,0 +yountro01,1989,1,ML4,AL,160,614,101,195,38,9,21,103,19,3,63,71,9,6,3,4,9 +zavarcl01,1989,1,SEA,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +zeileto01,1989,1,SLN,NL,28,82,7,21,3,1,1,8,0,0,9,14,1,0,1,1,1 +zuvelpa01,1989,1,CLE,AL,24,58,10,16,2,0,2,6,0,0,1,11,0,1,0,0,0 +aasedo01,1990,1,LAN,NL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +abbotji01,1990,1,CAL,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +abbotpa01,1990,1,MIN,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +abnersh01,1990,1,SDN,NL,91,184,17,45,9,0,1,15,2,3,9,28,1,2,2,1,3 +ackerji01,1990,1,TOR,AL,59,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +adkinst01,1990,1,NYA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +afenitr01,1990,1,OAK,AL,14,14,0,2,0,0,0,2,0,0,0,6,0,0,0,1,0 +agostju01,1990,1,HOU,NL,82,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +aguilri01,1990,1,MIN,AL,56,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +akerfda01,1990,1,PHI,NL,71,6,0,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +aldremi01,1990,1,MON,NL,96,161,22,39,7,1,1,18,1,2,37,31,2,1,0,1,2 +aldresc01,1990,1,DET,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +aldrija01,1990,1,BAL,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +alexage01,1990,1,TEX,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +allrebe01,1990,1,CLE,AL,4,16,2,3,1,0,1,2,0,0,2,3,0,0,0,0,0 +alomaro01,1990,1,SDN,NL,147,586,80,168,27,5,6,60,24,7,48,72,1,2,5,5,16 +alomasa02,1990,1,CLE,AL,132,445,60,129,26,2,9,66,4,1,25,46,2,2,5,6,10 +aloumo01,1990,1,PIT,NL,2,5,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1 +aloumo01,1990,2,MON,NL,14,15,4,3,0,1,0,0,0,0,0,3,0,0,1,0,0 +anderal02,1990,1,MIN,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +anderbr01,1990,1,BAL,AL,89,234,24,54,5,2,3,24,15,2,31,46,2,5,4,5,4 +anderda02,1990,1,SFN,NL,60,100,14,35,5,1,1,6,1,2,3,20,0,0,1,0,2 +anderke01,1990,1,CAL,AL,49,143,16,44,6,1,1,5,0,2,13,19,1,1,4,0,4 +anderla02,1990,1,HOU,NL,50,3,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +anderla02,1990,2,BOS,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +andersc01,1990,1,MON,NL,4,4,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +anthoer01,1990,1,HOU,NL,84,239,26,46,8,0,10,29,5,0,29,78,3,2,1,6,4 +appieke01,1990,1,KCA,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +aquinlu01,1990,1,KCA,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +armstja01,1990,1,CIN,NL,29,47,2,5,0,0,0,3,0,0,0,21,0,2,13,0,2 +arnsbbr01,1990,1,TEX,AL,53,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +assenpa01,1990,1,CHN,NL,74,8,0,0,0,0,0,0,0,0,0,3,0,0,2,0,0 +augusdo01,1990,1,ML4,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +averyst01,1990,1,ATL,NL,21,30,1,4,0,0,0,0,0,0,0,7,0,0,2,0,1 +azocaos01,1990,1,NYA,AL,65,214,18,53,8,0,5,19,7,0,2,15,0,1,0,1,1 +backmwa01,1990,1,PIT,NL,104,315,62,92,21,3,2,28,6,3,42,53,1,1,0,3,5 +baergca01,1990,1,CLE,AL,108,312,46,81,17,2,7,47,0,2,16,57,2,4,1,5,4 +baezke01,1990,1,NYN,NL,5,12,0,2,1,0,0,0,0,0,0,0,0,0,0,0,2 +bailema01,1990,1,SFN,NL,5,7,1,1,0,0,1,3,0,0,0,2,0,0,0,0,0 +bailesc01,1990,1,CAL,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +baineha01,1990,1,TEX,AL,103,321,41,93,10,1,13,44,0,1,47,63,9,0,0,3,13 +baineha01,1990,2,OAK,AL,32,94,11,25,5,0,3,21,0,2,20,17,1,0,0,4,4 +bairdo01,1990,1,PIT,NL,22,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +bakerdo01,1990,1,MIN,AL,3,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +balbost01,1990,1,NYA,AL,116,266,24,51,6,0,17,34,0,0,35,91,2,3,1,2,4 +baldwje01,1990,1,HOU,NL,7,8,1,0,0,0,0,0,0,0,1,2,0,0,0,0,0 +ballaje01,1990,1,BAL,AL,44,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +balleja01,1990,1,KCA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bankhsc01,1990,1,SEA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barfije01,1990,1,NYA,AL,153,476,69,117,21,2,25,78,4,3,82,150,4,5,2,5,6 +barfijo01,1990,1,TEX,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barnebr01,1990,1,MON,NL,4,9,0,0,0,0,0,0,0,0,1,7,0,0,0,0,0 +barrema02,1990,1,BOS,AL,62,159,15,36,4,0,0,13,4,0,15,13,1,1,11,2,4 +basske01,1990,1,SFN,NL,61,214,25,54,9,1,7,32,2,2,14,26,3,2,2,1,5 +batesbi01,1990,1,ML4,AL,14,29,6,3,1,0,0,2,4,0,4,7,0,0,1,1,0 +batesbi01,1990,2,CIN,NL,8,5,2,0,0,0,0,0,2,1,0,2,0,0,0,0,0 +bathebi01,1990,1,SFN,NL,52,48,3,11,0,1,3,12,0,0,7,12,2,0,0,1,2 +bautijo01,1990,1,BAL,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bearske01,1990,1,CLE,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bedrost01,1990,1,SFN,NL,68,4,0,2,0,0,0,1,0,0,0,1,0,0,0,0,0 +belchke01,1990,1,TEX,AL,16,15,4,2,1,0,0,0,0,0,2,6,0,0,0,0,0 +belchti01,1990,1,LAN,NL,24,43,5,7,1,0,0,1,0,0,0,15,0,2,9,0,1 +belinst01,1990,1,PIT,NL,55,5,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +belleal01,1990,1,CLE,AL,9,23,1,4,0,0,1,3,0,0,1,6,0,0,1,0,1 +bellge02,1990,1,TOR,AL,142,562,67,149,25,0,21,86,3,2,32,80,7,3,0,11,14 +bellira01,1990,1,PIT,NL,47,54,10,11,3,0,0,6,1,2,5,13,0,1,1,0,2 +bellja01,1990,1,PIT,NL,159,583,93,148,28,7,7,52,10,6,65,109,0,3,39,6,14 +bellju01,1990,1,BAL,AL,5,2,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +bellmi01,1990,1,ATL,NL,36,45,8,11,5,1,1,5,0,1,2,9,0,1,0,0,4 +benesan01,1990,1,SDN,NL,32,60,2,6,1,0,0,2,0,0,2,25,0,0,5,1,1 +benjami01,1990,1,SFN,NL,22,56,7,12,3,1,2,3,1,0,3,10,1,0,0,0,2 +benzito01,1990,1,CIN,NL,118,376,35,95,14,2,5,46,3,4,19,69,4,4,2,7,3 +berenju01,1990,1,MIN,AL,51,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bergmda01,1990,1,DET,AL,100,205,21,57,10,1,2,26,3,2,33,17,3,0,1,2,7 +berroge01,1990,1,ATL,NL,7,4,0,0,0,0,0,0,0,0,1,1,1,0,0,0,0 +berryda01,1990,1,CHN,NL,17,53,6,10,4,0,1,9,0,0,5,14,1,0,0,1,3 +berryse01,1990,1,KCA,AL,8,23,2,5,1,1,0,4,0,0,2,5,0,0,0,0,0 +bicheda01,1990,1,CAL,AL,109,349,40,89,15,1,15,53,5,2,16,79,1,3,1,2,9 +bielemi01,1990,1,CHN,NL,36,43,3,7,0,0,0,1,0,0,2,20,0,0,10,0,0 +biggicr01,1990,1,HOU,NL,150,555,53,153,24,2,4,42,25,11,53,79,1,3,9,1,11 +bilarda01,1990,1,PIT,NL,19,37,1,2,0,0,0,3,0,0,4,10,1,0,2,0,0 +birtsti01,1990,1,CIN,NL,29,4,0,0,0,0,0,0,0,0,0,0,0,0,3,0,0 +bitkejo01,1990,1,OAK,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bitkejo01,1990,2,TEX,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +blackbu02,1990,1,CLE,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +blackbu02,1990,2,TOR,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +blairwi01,1990,1,TOR,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +blankke01,1990,1,CHN,NL,3,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +blankla02,1990,1,OAK,AL,86,136,18,26,3,0,0,10,3,1,20,23,0,0,6,0,6 +blausje01,1990,1,ATL,NL,115,386,46,104,24,3,8,39,3,5,35,70,1,5,3,0,4 +blowemi01,1990,1,NYA,AL,48,144,16,27,4,0,5,21,1,0,12,50,1,1,0,0,3 +blylebe01,1990,1,CAL,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +boddimi01,1990,1,BOS,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +boevejo01,1990,1,ATL,NL,33,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +boevejo01,1990,2,PHI,NL,34,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +boggswa01,1990,1,BOS,AL,155,619,89,187,44,5,6,63,0,0,87,68,19,1,0,6,14 +bohanbr01,1990,1,TEX,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +boltoto01,1990,1,BOS,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bondsba01,1990,1,PIT,NL,151,519,104,156,32,3,33,114,52,13,93,83,15,3,0,6,8 +bonilbo01,1990,1,PIT,NL,160,625,112,175,39,7,32,120,4,3,45,103,9,1,0,15,11 +bookegr01,1990,1,SFN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bookero01,1990,1,PHI,NL,73,131,19,29,5,2,0,10,3,1,15,26,7,0,2,0,7 +boonebo01,1990,1,KCA,AL,40,117,11,28,3,0,0,9,1,1,17,12,0,0,2,0,2 +booneda02,1990,1,BAL,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bordepa01,1990,1,TOR,AL,125,346,36,99,24,2,15,49,0,1,18,57,2,0,1,3,17 +bordimi01,1990,1,OAK,AL,25,14,0,1,0,0,0,0,0,0,1,4,0,0,0,0,0 +bosioch01,1990,1,ML4,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +boskish01,1990,1,CHN,NL,15,36,1,8,3,0,0,3,0,0,0,8,0,0,2,0,0 +bosleth01,1990,1,TEX,AL,30,29,3,4,0,0,1,3,1,0,4,7,1,0,0,0,1 +bostoda01,1990,1,CHA,AL,5,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0 +bostoda01,1990,2,NYN,NL,115,366,65,100,21,2,12,45,18,7,28,50,2,2,0,0,7 +boydoi01,1990,1,MON,NL,31,59,1,3,0,0,0,0,0,0,0,20,0,0,12,0,1 +bradlph01,1990,1,BAL,AL,72,289,39,78,9,1,4,26,10,4,30,35,2,7,6,1,9 +bradlph01,1990,2,CHA,AL,45,133,20,30,5,1,0,5,7,3,20,26,3,4,5,0,2 +bradlsc01,1990,1,SEA,AL,101,233,11,52,9,0,1,28,0,1,15,20,2,0,3,6,6 +bragggl01,1990,1,ML4,AL,37,113,17,28,5,0,3,13,5,3,12,21,2,3,0,3,1 +bragggl01,1990,2,CIN,NL,72,201,22,60,9,1,6,28,3,4,26,43,1,3,0,1,3 +brantje01,1990,1,SFN,NL,55,7,1,2,1,0,0,2,0,0,0,1,0,0,4,0,0 +breamsi01,1990,1,PIT,NL,147,389,39,105,23,2,15,67,8,4,48,65,5,2,4,5,6 +brettge01,1990,1,KCA,AL,142,544,82,179,45,7,14,87,9,2,56,63,14,0,0,7,18 +brewero01,1990,1,SLN,NL,14,25,4,6,1,0,0,2,0,0,0,4,0,0,0,0,1 +brilegr01,1990,1,SEA,AL,125,337,40,83,18,2,5,29,16,4,37,48,0,1,1,4,6 +brockgr01,1990,1,ML4,AL,123,367,42,91,23,0,7,50,4,2,43,45,9,2,2,8,6 +brookhu01,1990,1,LAN,NL,153,568,74,151,28,1,20,91,2,5,33,108,10,6,0,11,13 +brookto01,1990,1,CLE,AL,64,154,18,41,7,2,1,20,0,0,14,25,1,0,1,3,3 +brownje01,1990,1,CLE,AL,140,513,92,137,26,5,6,50,12,7,72,46,1,2,12,11,12 +brownke01,1990,1,TEX,AL,27,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brownke02,1990,1,CIN,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brownke03,1990,1,NYN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brownke03,1990,2,ML4,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brownma03,1990,1,BAL,AL,9,15,1,3,0,0,0,0,0,0,1,7,0,0,0,0,1 +brownto05,1990,1,CIN,NL,38,75,6,7,2,0,0,4,0,0,2,29,0,0,9,0,0 +brumlmi02,1990,1,SEA,AL,62,147,19,33,5,4,0,7,2,0,10,22,0,0,4,1,5 +brunato01,1990,1,SLN,NL,19,57,5,9,3,0,1,2,0,0,12,10,0,1,0,1,1 +brunato01,1990,2,BOS,AL,129,461,61,123,24,5,15,71,5,10,54,105,7,3,0,8,12 +bucknbi01,1990,1,BOS,AL,22,43,4,8,0,0,1,3,0,0,3,2,2,0,1,1,1 +buechst01,1990,1,TEX,AL,91,251,30,54,10,0,7,30,1,0,27,63,1,2,7,2,5 +buhneja01,1990,1,SEA,AL,51,163,16,45,12,0,7,33,2,2,17,50,1,4,0,1,6 +bulloer01,1990,1,MON,NL,4,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +burbada01,1990,1,SEA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +burkejo03,1990,1,SFN,NL,33,63,1,3,0,0,0,3,0,0,5,35,0,0,8,0,0 +burketi01,1990,1,MON,NL,58,6,1,1,0,0,0,0,0,0,1,3,0,0,0,0,0 +burksel01,1990,1,BOS,AL,152,588,89,174,33,8,21,89,9,11,48,82,4,1,2,2,18 +burnsto02,1990,1,OAK,AL,43,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bushra01,1990,1,MIN,AL,73,181,17,44,8,0,6,18,0,3,21,27,2,6,0,2,2 +butlebr01,1990,1,SFN,NL,160,622,108,192,20,9,3,44,51,19,90,62,1,6,7,7,3 +cabrefr01,1990,1,ATL,NL,63,137,14,38,5,1,7,25,1,0,5,21,0,0,0,1,4 +cadargr01,1990,1,NYA,AL,54,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +caldeiv01,1990,1,CHA,AL,158,607,85,166,44,2,14,74,32,16,51,79,7,1,0,8,26 +camacer01,1990,1,SFN,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +camacer01,1990,2,SLN,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +caminke01,1990,1,HOU,NL,153,541,52,131,20,2,4,51,9,4,48,97,7,0,3,4,15 +campbji03,1990,1,KCA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +campusi01,1990,1,PHI,NL,66,85,10,18,1,1,2,9,1,0,6,16,0,1,0,1,1 +canalge01,1990,1,ML4,AL,10,13,4,1,1,0,0,0,0,1,2,6,0,0,0,0,0 +candaca01,1990,1,HOU,NL,130,262,30,75,8,6,3,22,7,5,31,42,5,1,4,0,4 +candejo01,1990,1,MIN,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +candejo01,1990,2,TOR,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +candito01,1990,1,CLE,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cangejo01,1990,1,PIT,NL,58,76,13,15,2,0,0,1,7,2,11,12,0,1,2,0,2 +cansejo01,1990,1,OAK,AL,131,481,83,132,14,2,37,101,19,10,72,158,8,5,0,5,9 +canseoz01,1990,1,OAK,AL,9,19,1,2,1,0,0,1,0,0,1,10,0,0,0,0,0 +capelmi01,1990,1,ML4,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +carmado01,1990,1,PHI,NL,59,11,0,3,0,0,0,0,0,0,0,4,0,0,0,0,0 +carpecr01,1990,1,SLN,NL,4,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +carrch02,1990,1,NYN,NL,4,2,0,0,0,0,0,0,1,0,0,2,0,0,0,0,0 +carrema01,1990,1,NYN,NL,82,188,30,47,12,0,10,26,1,0,15,29,0,2,0,0,1 +cartega01,1990,1,SFN,NL,92,244,24,62,10,0,9,27,1,1,25,31,3,1,0,2,2 +cartejo01,1990,1,SDN,NL,162,634,79,147,27,1,24,115,22,6,48,93,18,7,0,8,12 +cartest01,1990,1,PIT,NL,5,5,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +carych01,1990,1,NYA,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +casiala01,1990,1,MIN,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +castica01,1990,1,MIN,AL,64,137,11,30,4,0,0,12,0,1,3,23,1,1,0,1,1 +castito02,1990,1,ATL,NL,52,7,1,1,0,0,0,0,0,0,1,5,0,0,2,0,0 +cedenan01,1990,1,HOU,NL,7,8,0,0,0,0,0,0,0,0,0,5,0,0,0,0,0 +ceronri01,1990,1,NYA,AL,49,139,12,42,6,0,2,11,0,0,5,13,0,0,1,1,4 +cerutjo01,1990,1,TOR,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chambwe01,1990,1,PHI,NL,18,46,9,13,3,0,2,4,4,0,1,9,0,0,0,0,0 +charlno01,1990,1,CIN,NL,57,37,4,5,0,0,0,0,0,0,3,21,0,2,0,0,0 +chiamsc01,1990,1,TEX,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chitrst01,1990,1,OAK,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clancji01,1990,1,HOU,NL,33,14,1,3,0,0,0,2,0,0,0,4,0,0,2,0,1 +clarkbr01,1990,1,SEA,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clarkda05,1990,1,CHN,NL,84,171,22,47,4,2,5,20,7,1,8,40,1,0,0,2,4 +clarkja01,1990,1,SDN,NL,115,334,59,89,12,1,25,62,4,3,104,91,11,2,0,2,12 +clarkje01,1990,1,SDN,NL,53,101,12,27,4,1,5,11,0,0,5,24,0,0,0,1,3 +clarkst02,1990,1,SLN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clarkte01,1990,1,HOU,NL,1,2,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +clarkwi02,1990,1,SFN,NL,154,600,91,177,25,5,19,95,8,2,62,97,9,3,0,13,7 +claryma01,1990,1,ATL,NL,33,28,0,0,0,0,0,0,0,0,1,10,0,0,2,0,1 +clearma01,1990,1,CAL,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clemepa01,1990,1,SDN,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clemero02,1990,1,BOS,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +coachpe01,1990,1,CAL,AL,16,45,3,14,3,0,0,5,0,1,1,7,0,2,1,0,1 +cochrda01,1990,1,SEA,AL,15,20,0,3,0,0,0,0,0,0,0,8,0,0,0,0,0 +codirch01,1990,1,KCA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +coffmke01,1990,1,CHN,NL,8,5,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +coleal01,1990,1,CLE,AL,63,227,43,68,5,4,0,13,40,9,28,38,0,1,0,0,2 +colemvi01,1990,1,SLN,NL,124,497,73,145,18,9,6,39,77,17,35,88,1,2,4,1,6 +colesda01,1990,1,SEA,AL,37,107,9,23,5,1,2,16,0,0,4,17,1,1,0,1,1 +colesda01,1990,2,DET,AL,52,108,13,22,2,0,1,4,0,4,12,21,1,0,1,1,3 +collida02,1990,1,SLN,NL,99,58,12,13,1,0,0,3,7,1,13,10,2,0,3,0,1 +combspa01,1990,1,PHI,NL,32,60,6,9,2,0,0,2,0,0,3,24,0,0,4,0,0 +comstke01,1990,1,SEA,AL,60,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +coneda01,1990,1,NYN,NL,32,70,7,14,1,0,0,5,0,0,5,12,0,0,9,0,2 +coninje01,1990,1,KCA,AL,9,20,3,5,2,0,0,2,0,0,2,5,0,0,0,0,1 +cookde01,1990,1,PHI,NL,43,42,6,13,0,0,1,4,0,0,0,4,0,0,4,0,2 +cookde01,1990,2,LAN,NL,5,7,2,2,1,0,0,0,0,0,0,0,0,0,0,0,1 +coolbsc01,1990,1,TEX,AL,67,180,21,36,6,0,2,13,1,0,15,47,0,1,4,1,2 +coopesc01,1990,1,BOS,AL,2,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +corajo01,1990,1,SDN,NL,51,100,12,27,3,0,0,2,8,3,6,9,1,0,0,0,1 +corbesh01,1990,1,CAL,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +costejo01,1990,1,SLN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +costejo01,1990,2,MON,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cottohe01,1990,1,SEA,AL,127,355,40,92,14,3,4,33,21,3,22,52,2,4,6,3,13 +crawfst01,1990,1,KCA,AL,46,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +crewsti01,1990,1,LAN,NL,66,7,0,0,0,0,0,1,0,0,0,5,0,0,0,1,0 +crimch01,1990,1,ML4,AL,67,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cummist01,1990,1,TOR,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cuylemi01,1990,1,DET,AL,19,51,8,13,3,1,0,8,1,2,5,10,0,0,2,1,1 +danieka01,1990,1,LAN,NL,130,450,81,133,23,1,27,94,4,3,68,104,1,3,2,3,9 +darliro01,1990,1,NYN,NL,34,31,2,4,0,0,0,2,0,0,3,12,0,0,5,0,0 +darwida01,1990,1,HOU,NL,52,38,5,5,1,1,0,3,0,0,2,21,0,0,3,0,0 +dascedo01,1990,1,CHN,NL,113,241,27,61,9,5,1,26,15,6,21,18,2,1,5,3,3 +daughja01,1990,1,TEX,AL,125,310,36,93,20,2,6,47,0,0,22,49,0,2,2,3,4 +daultda01,1990,1,PHI,NL,143,459,62,123,30,1,12,57,7,1,72,72,9,2,3,4,6 +davidma01,1990,1,HOU,NL,57,130,12,38,5,1,1,11,0,3,10,18,1,0,1,1,1 +davisal01,1990,1,SEA,AL,140,494,63,140,21,0,17,68,0,2,85,68,10,4,0,9,9 +davisch01,1990,1,CAL,AL,113,412,58,109,17,1,12,58,1,2,61,89,4,0,0,3,14 +daviser01,1990,1,CIN,NL,127,453,84,118,26,2,24,86,21,3,60,100,6,2,0,3,7 +davisgl01,1990,1,HOU,NL,93,327,44,82,15,4,22,64,8,3,46,54,17,8,0,0,5 +davisjo02,1990,1,ATL,NL,12,28,0,2,0,0,0,1,0,0,3,3,0,0,0,0,1 +davisjo04,1990,1,SDN,NL,6,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +davisma01,1990,1,KCA,AL,53,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +davisst02,1990,1,KCA,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dawsoan01,1990,1,CHN,NL,147,529,72,164,28,5,27,100,16,2,42,65,21,2,0,8,12 +dayleke01,1990,1,SLN,NL,58,6,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +deckest01,1990,1,SFN,NL,15,54,5,16,2,0,3,8,0,0,1,10,0,0,1,0,1 +deerro01,1990,1,ML4,AL,134,440,57,92,15,1,27,69,2,3,64,147,6,4,0,3,0 +dejesjo01,1990,1,PHI,NL,22,38,1,3,1,0,0,2,0,0,4,21,0,0,4,0,0 +deleojo01,1990,1,SLN,NL,32,56,1,6,0,1,0,3,0,0,1,23,0,0,5,0,1 +delucri01,1990,1,SEA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dempsri01,1990,1,LAN,NL,62,128,13,25,5,0,2,15,1,0,23,29,0,0,0,0,8 +deshaji01,1990,1,HOU,NL,34,63,1,4,0,0,0,3,0,0,2,33,0,0,7,0,0 +deshide01,1990,1,MON,NL,129,499,69,144,28,6,4,45,42,22,66,96,3,4,1,2,10 +devermi01,1990,1,BAL,AL,108,367,48,88,18,1,12,49,13,12,28,48,0,0,4,4,10 +deweyma01,1990,1,SFN,NL,14,1,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +diazca02,1990,1,TOR,AL,9,3,1,1,0,0,0,0,0,0,0,2,0,0,1,0,0 +diazed01,1990,1,ML4,AL,86,218,27,59,2,2,0,14,3,2,21,32,0,1,5,0,3 +diazma01,1990,1,NYN,NL,16,22,0,3,1,0,0,1,0,0,0,3,0,0,0,1,0 +dibblro01,1990,1,CIN,NL,68,7,0,0,0,0,0,0,0,0,0,1,0,0,3,0,0 +dicksla01,1990,1,CHN,NL,3,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dipinfr01,1990,1,SLN,NL,62,4,0,1,1,0,0,0,0,0,0,2,0,0,1,0,0 +disarga01,1990,1,CAL,AL,18,57,8,8,1,1,0,0,1,0,3,10,0,0,1,0,3 +dopsojo01,1990,1,BOS,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +doranbi02,1990,1,HOU,NL,109,344,49,99,21,2,6,32,18,9,71,53,1,0,1,5,2 +doranbi02,1990,2,CIN,NL,17,59,10,22,8,0,1,5,5,0,8,5,1,0,0,0,1 +dorsebr01,1990,1,NYA,AL,14,35,2,5,2,0,0,0,0,0,2,4,0,0,0,0,2 +dotsori01,1990,1,KCA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +downibr01,1990,1,CAL,AL,96,330,47,90,18,2,14,51,0,0,50,45,2,6,0,4,11 +downske01,1990,1,SFN,NL,13,13,0,0,0,0,0,1,0,0,1,4,0,0,3,1,0 +drabedo01,1990,1,PIT,NL,33,84,8,18,2,0,1,6,0,0,4,25,0,1,7,0,0 +drummti01,1990,1,MIN,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +duboibr01,1990,1,DET,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +duceyro01,1990,1,TOR,AL,19,53,7,16,5,0,0,7,1,1,7,15,0,1,0,1,0 +duncama01,1990,1,CIN,NL,125,435,67,133,22,11,10,55,13,7,24,67,4,4,4,4,10 +dunnemi01,1990,1,SDN,NL,10,6,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +dunstsh01,1990,1,CHN,NL,146,545,73,143,22,8,17,66,25,5,15,87,1,3,4,6,9 +dwyerji01,1990,1,MIN,AL,37,63,7,12,0,0,1,5,0,0,12,7,1,0,0,0,2 +dykstle01,1990,1,PHI,NL,149,590,106,192,35,3,9,60,33,5,89,48,14,7,2,3,5 +eavega01,1990,1,SEA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +eckerde01,1990,1,OAK,AL,63,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +edensto01,1990,1,ML4,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +edwarwa01,1990,1,CHA,AL,42,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +eichhma01,1990,1,CAL,AL,60,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +eilanda01,1990,1,NYA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +eisenji01,1990,1,KCA,AL,142,496,61,139,29,7,5,51,12,14,42,51,2,1,2,4,7 +elsteke01,1990,1,NYN,NL,92,314,36,65,20,1,9,45,2,0,30,54,2,1,1,6,4 +elvirna01,1990,1,ML4,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +encarlu01,1990,1,KCA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +epparji01,1990,1,TOR,AL,6,5,0,1,0,0,0,0,0,0,0,2,0,1,0,0,0 +ericksc01,1990,1,MIN,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +esaskni01,1990,1,ATL,NL,9,35,2,6,0,0,0,0,0,0,4,14,0,0,0,0,0 +espinal01,1990,1,NYA,AL,150,438,31,98,12,2,2,20,1,2,16,54,0,5,11,2,13 +espyce01,1990,1,TEX,AL,52,71,10,9,0,0,0,1,11,5,10,20,0,0,1,0,1 +evansdw01,1990,1,BOS,AL,123,445,66,111,18,3,13,63,3,4,67,73,5,4,0,6,18 +fariepa01,1990,1,SDN,NL,14,37,4,7,1,0,0,2,0,1,4,7,0,1,2,1,0 +farmeho01,1990,1,MON,NL,6,5,0,2,0,0,0,0,0,0,0,1,0,0,1,0,0 +farrejo03,1990,1,CLE,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +farrst01,1990,1,KCA,AL,57,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +feldemi01,1990,1,ML4,AL,121,237,38,65,7,2,3,27,20,9,22,17,0,0,8,5,0 +felixju01,1990,1,TOR,AL,127,463,73,122,23,7,15,65,13,8,45,99,0,2,2,5,4 +fermife01,1990,1,CLE,AL,148,414,47,106,13,2,1,40,3,3,26,22,0,0,13,5,13 +fernaal01,1990,1,CHA,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fernasi01,1990,1,NYN,NL,30,58,3,11,1,0,0,4,0,0,0,22,0,0,5,0,2 +fernato01,1990,1,TOR,AL,161,635,84,175,27,17,4,66,26,13,71,70,4,7,2,6,17 +fettemi01,1990,1,CAL,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fieldce01,1990,1,DET,AL,159,573,104,159,25,1,51,132,0,1,90,182,11,5,0,5,15 +filerto01,1990,1,ML4,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +filsope01,1990,1,KCA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +finlech01,1990,1,CAL,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +finlest01,1990,1,BAL,AL,142,464,46,119,16,4,3,37,22,9,32,53,3,2,10,5,8 +fishebr01,1990,1,HOU,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fiskca01,1990,1,CHA,AL,137,452,65,129,21,0,18,65,7,2,61,73,8,7,0,1,12 +fitzgmi02,1990,1,MON,NL,111,313,36,76,18,1,9,41,8,1,60,60,2,2,5,3,5 +flanami01,1990,1,TOR,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fletcda01,1990,1,LAN,NL,2,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +fletcda01,1990,2,PHI,NL,9,22,3,3,1,0,0,1,0,0,1,5,0,0,0,0,0 +fletcsc01,1990,1,CHA,AL,151,509,54,123,18,3,4,56,1,3,45,63,3,3,11,5,10 +foleyto02,1990,1,MON,NL,73,164,11,35,2,1,0,12,0,1,12,22,2,0,1,1,4 +fordcu01,1990,1,PHI,NL,22,18,0,2,0,0,0,0,0,0,1,5,0,0,0,0,1 +fossato01,1990,1,ML4,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +francjo01,1990,1,NYN,NL,55,5,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +francju01,1990,1,TEX,AL,157,582,96,172,27,1,11,69,31,10,82,83,3,2,2,2,12 +francte01,1990,1,ML4,AL,3,4,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +frasewi01,1990,1,CAL,AL,45,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +freemma02,1990,1,PHI,NL,16,7,0,0,0,0,0,0,0,0,0,6,0,0,0,0,0 +freemma02,1990,2,ATL,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +freyst01,1990,1,MON,NL,51,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +frohwto01,1990,1,PHI,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +frymatr01,1990,1,DET,AL,66,232,32,69,11,1,9,27,3,3,17,51,0,1,1,0,3 +gaettga01,1990,1,MIN,AL,154,577,61,132,27,5,16,85,6,1,36,101,1,3,1,8,22 +gagnegr01,1990,1,MIN,AL,138,388,38,91,22,3,7,38,8,8,24,76,0,1,8,2,5 +galaran01,1990,1,MON,NL,155,579,65,148,29,0,20,87,10,1,40,169,8,4,0,5,14 +gallada01,1990,1,CHA,AL,45,75,5,21,3,1,0,5,0,1,3,9,0,1,5,0,3 +gallada01,1990,2,BAL,AL,23,51,7,11,1,0,0,2,1,1,4,3,0,0,2,1,0 +gallemi01,1990,1,OAK,AL,140,389,36,80,13,2,3,34,5,5,35,50,0,4,17,2,13 +gantnji01,1990,1,ML4,AL,88,323,36,85,8,5,0,25,18,3,29,19,0,2,4,0,10 +gantro01,1990,1,ATL,NL,152,575,107,174,34,3,32,84,33,16,50,86,0,1,1,4,8 +garceri01,1990,1,MIN,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +garcica01,1990,1,PIT,NL,4,4,1,2,0,0,0,0,0,0,0,2,0,0,0,0,0 +gardimi01,1990,1,SEA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gardnma01,1990,1,MON,NL,27,44,2,5,1,1,0,1,0,0,0,23,0,0,8,0,0 +gardnwe01,1990,1,BOS,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +garresc01,1990,1,SFN,NL,42,66,5,4,1,0,0,0,1,0,1,28,0,1,0,0,0 +gedmari01,1990,1,BOS,AL,10,15,3,3,0,0,0,0,0,0,5,6,0,1,0,0,1 +gedmari01,1990,2,HOU,NL,40,104,4,21,7,0,1,10,0,0,15,24,6,0,2,1,2 +gerenbo01,1990,1,NYA,AL,110,277,21,59,7,0,8,31,0,0,13,73,1,5,6,2,7 +gibsoki01,1990,1,LAN,NL,89,315,59,82,20,0,8,38,26,2,39,65,0,3,0,2,4 +gibsopa01,1990,1,DET,AL,61,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gideobr01,1990,1,MON,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gilesbr01,1990,1,SEA,AL,45,95,15,22,6,0,4,11,2,1,15,24,0,0,0,0,1 +gilkebe01,1990,1,SLN,NL,18,64,11,19,5,2,1,3,6,1,8,5,0,0,0,0,1 +gilleto02,1990,1,TOR,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +girarjo01,1990,1,CHN,NL,133,419,36,113,24,2,1,38,8,3,17,50,11,3,4,4,13 +gladdda01,1990,1,MIN,AL,136,534,64,147,27,6,5,40,25,9,26,67,2,6,1,4,17 +glavito02,1990,1,ATL,NL,34,62,5,7,2,0,0,4,0,0,8,24,0,0,7,1,0 +gleatje01,1990,1,DET,AL,57,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +goffje01,1990,1,MON,NL,52,119,14,27,1,0,3,7,0,2,21,36,4,0,1,0,0 +gomezle02,1990,1,BAL,AL,12,39,3,9,0,0,0,1,0,0,8,7,0,0,1,0,2 +gonzajo02,1990,1,LAN,NL,106,99,15,23,5,3,2,8,3,1,6,27,1,1,1,1,1 +gonzaju03,1990,1,TEX,AL,25,90,11,26,7,1,4,12,0,1,2,18,0,2,0,1,2 +gonzalu01,1990,1,HOU,NL,12,21,1,4,2,0,0,0,0,0,2,5,1,0,0,0,0 +gonzare01,1990,1,BAL,AL,67,103,13,22,3,1,1,12,1,2,12,14,0,0,6,0,3 +goodedw01,1990,1,NYN,NL,35,75,4,14,1,1,1,9,0,0,2,15,0,2,14,1,0 +gordoto01,1990,1,KCA,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gottji01,1990,1,LAN,NL,50,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +gozzoma01,1990,1,CLE,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gracema01,1990,1,CHN,NL,157,589,72,182,32,1,9,82,15,6,59,54,5,5,1,8,10 +grahejo01,1990,1,CAL,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grantma01,1990,1,SDN,NL,26,2,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +grantma01,1990,2,ATL,NL,33,4,1,1,0,0,0,1,0,0,1,2,0,1,0,0,0 +grayje01,1990,1,BOS,AL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grebecr01,1990,1,CHA,AL,59,119,7,20,3,1,1,9,0,0,8,24,0,2,3,3,2 +greenga01,1990,1,TEX,AL,62,88,10,19,3,0,0,8,1,1,6,18,0,0,4,1,2 +greenmi01,1990,1,BOS,AL,159,610,71,181,30,6,14,73,8,7,65,43,12,4,0,3,19 +greento01,1990,1,ATL,NL,5,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +greento01,1990,2,PHI,NL,10,11,2,2,1,0,0,0,0,0,0,1,0,0,2,0,0 +greggto01,1990,1,ATL,NL,124,239,18,63,13,1,5,32,4,3,20,39,4,1,0,1,1 +griffal01,1990,1,LAN,NL,141,461,38,97,11,3,1,35,6,3,29,65,11,2,6,4,5 +griffke01,1990,1,CIN,NL,46,63,6,13,2,0,1,8,2,1,2,5,0,1,0,2,0 +griffke01,1990,2,SEA,AL,21,77,13,29,2,0,3,18,0,0,10,3,0,0,0,1,1 +griffke02,1990,1,SEA,AL,155,597,91,179,28,7,22,80,16,11,63,81,12,2,0,4,12 +grimsja01,1990,1,PHI,NL,12,16,1,3,0,0,0,2,0,0,1,2,0,0,3,0,0 +grissma02,1990,1,MON,NL,98,288,42,74,14,2,3,29,22,2,27,40,2,0,4,1,3 +grosske01,1990,1,MON,NL,32,50,3,10,4,0,1,4,0,0,2,21,0,0,7,0,0 +grosski01,1990,1,CIN,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grubeke01,1990,1,TOR,AL,150,592,92,162,36,6,31,118,14,2,48,94,2,8,1,13,14 +guantce01,1990,1,CLE,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gubicma01,1990,1,KCA,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guerrpe01,1990,1,SLN,NL,136,498,42,140,31,1,13,80,1,1,44,70,14,1,0,11,14 +guettle01,1990,1,NYA,AL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guilloz01,1990,1,CHA,AL,160,516,61,144,21,4,1,58,13,17,26,37,8,1,15,5,6 +gullibi01,1990,1,HOU,NL,32,57,2,9,0,0,1,5,0,0,4,14,0,0,7,1,2 +gundeer01,1990,1,SFN,NL,7,6,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +guthrma01,1990,1,MIN,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gwynnch01,1990,1,LAN,NL,101,141,19,40,2,1,5,22,0,1,7,28,2,0,0,3,2 +gwynnto01,1990,1,SDN,NL,141,573,79,177,29,10,4,72,17,8,44,23,20,1,7,4,13 +habyajo01,1990,1,NYA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +halech01,1990,1,MIN,AL,1,2,0,0,0,0,0,2,0,0,0,1,0,0,0,2,0 +halldr01,1990,1,MON,NL,42,4,0,0,0,0,0,1,0,0,0,4,0,0,1,0,0 +hallme01,1990,1,NYA,AL,113,360,41,93,23,2,12,46,0,0,6,46,2,2,0,3,7 +hamilda02,1990,1,ML4,AL,89,156,27,46,5,0,1,18,10,3,9,12,0,0,3,0,2 +hamilje01,1990,1,LAN,NL,7,24,1,3,0,0,0,1,0,0,0,3,0,0,0,0,1 +hammaat01,1990,1,SFN,NL,25,17,2,1,0,0,0,0,0,0,1,5,0,0,1,0,0 +hammaat01,1990,2,SDN,NL,9,2,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +hammoch01,1990,1,CIN,NL,3,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1 +hanseda01,1990,1,LAN,NL,5,7,0,1,0,0,0,1,0,0,0,3,0,0,0,0,0 +hansoer01,1990,1,SEA,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +harkemi01,1990,1,CHN,NL,27,56,4,14,4,0,0,4,0,0,1,16,0,1,8,0,0 +harnipe01,1990,1,BAL,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +harpebr01,1990,1,MIN,AL,134,479,61,141,42,3,6,54,3,2,19,27,2,7,0,4,20 +harrige01,1990,1,SEA,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +harrigr01,1990,1,BOS,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +harrigr02,1990,1,SDN,NL,73,12,1,1,0,1,0,0,0,0,0,8,0,0,1,0,0 +harrile01,1990,1,LAN,NL,137,431,61,131,16,4,2,29,15,10,29,31,2,1,3,1,8 +harrire01,1990,1,OAK,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hartlmi01,1990,1,LAN,NL,32,13,1,1,0,0,0,0,0,0,0,8,0,0,3,0,0 +harvebr01,1990,1,CAL,AL,54,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +haselbi01,1990,1,TEX,AL,7,13,0,2,0,0,0,3,0,0,1,5,0,0,0,0,0 +hassero01,1990,1,OAK,AL,94,254,18,54,7,0,5,22,0,0,27,29,3,1,1,3,3 +hatchbi01,1990,1,CIN,NL,139,504,68,139,28,5,5,25,30,10,33,42,5,6,1,1,4 +hatchmi01,1990,1,LAN,NL,85,132,12,28,3,1,0,13,0,0,6,22,1,1,0,2,1 +hawkian01,1990,1,NYA,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hayesch01,1990,1,PHI,NL,152,561,56,145,20,0,10,57,4,4,28,91,3,2,0,6,12 +hayesvo01,1990,1,PHI,NL,129,467,70,122,14,3,17,73,16,7,87,81,16,4,0,10,10 +heathmi02,1990,1,DET,AL,122,370,46,100,18,2,7,38,7,6,19,71,0,4,2,3,12 +heatone01,1990,1,PIT,NL,32,43,3,2,0,0,0,1,1,0,4,13,0,0,3,0,3 +heepda01,1990,1,BOS,AL,41,69,3,12,1,1,0,8,0,0,7,14,0,1,0,1,0 +hemonsc01,1990,1,OAK,AL,7,13,0,2,0,0,0,1,0,0,0,5,0,0,0,0,0 +hendeda01,1990,1,OAK,AL,127,450,65,122,28,0,20,63,3,1,40,105,1,1,1,2,5 +henderi01,1990,1,OAK,AL,136,489,119,159,33,3,28,61,65,10,97,60,2,4,2,2,13 +henketo01,1990,1,TOR,AL,61,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hennemi01,1990,1,DET,AL,69,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hennira01,1990,1,HOU,NL,3,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +henrydw01,1990,1,ATL,NL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hernaca01,1990,1,LAN,NL,10,20,2,4,1,0,0,1,0,0,0,2,0,0,0,0,0 +hernake01,1990,1,CLE,AL,43,130,7,26,2,0,1,8,0,0,14,17,3,1,0,0,2 +hernaxa01,1990,1,HOU,NL,35,3,1,1,0,0,0,0,0,0,0,1,0,0,0,0,1 +herrto01,1990,1,PHI,NL,119,447,39,118,21,3,4,50,7,1,36,47,4,2,6,2,10 +herrto01,1990,2,NYN,NL,27,100,9,25,5,0,1,10,0,0,14,11,0,0,0,0,1 +hershor01,1990,1,LAN,NL,4,7,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +heskejo01,1990,1,MON,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +heskejo01,1990,2,ATL,NL,31,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +heskejo01,1990,3,BOS,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hetzeer01,1990,1,BOS,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hibbagr01,1990,1,CHA,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hickeke01,1990,1,BAL,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +higuete01,1990,1,ML4,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hilldo01,1990,1,CAL,AL,103,352,36,93,18,2,3,32,1,2,29,27,1,1,6,4,10 +hillesh01,1990,1,CHA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hillgl01,1990,1,TOR,AL,84,260,47,60,11,3,12,32,8,3,18,62,0,0,0,0,5 +hillke01,1990,1,SLN,NL,17,19,0,4,0,0,0,1,0,0,1,5,0,1,5,0,0 +hiltoho01,1990,1,SLN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hoilech01,1990,1,BAL,AL,23,63,7,12,3,0,1,6,0,0,5,12,1,0,0,0,0 +hollida01,1990,1,PHI,NL,72,114,14,21,0,0,5,15,0,0,10,28,3,1,0,2,1 +holmabr01,1990,1,SEA,AL,28,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +holmeda01,1990,1,LAN,NL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +holtobr01,1990,1,BAL,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +honeyri01,1990,1,OAK,AL,66,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +hoovejo02,1990,1,TEX,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hornsa01,1990,1,BAL,AL,79,246,30,61,13,0,14,45,0,0,32,62,1,0,0,2,8 +hortori01,1990,1,SLN,NL,32,4,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +houghch01,1990,1,TEX,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +howarst01,1990,1,OAK,AL,21,52,5,12,4,0,0,1,0,0,4,17,1,0,0,0,0 +howarth01,1990,1,SDN,NL,20,44,4,12,2,0,0,0,0,1,0,11,0,0,1,0,1 +howelja01,1990,1,LAN,NL,45,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +howelja02,1990,1,CAL,AL,105,316,35,72,19,1,8,33,3,0,46,61,5,1,1,2,3 +howelke01,1990,1,PHI,NL,18,30,2,2,1,0,0,2,1,0,1,15,0,0,8,0,1 +howitda01,1990,1,OAK,AL,14,22,3,3,0,1,0,1,0,0,3,12,0,0,0,0,0 +hrbekke01,1990,1,MIN,AL,143,492,61,141,26,0,22,79,5,2,69,45,8,7,2,8,17 +hudlere01,1990,1,MON,NL,4,3,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +hudlere01,1990,2,SLN,NL,89,217,30,61,11,2,7,22,18,10,12,31,1,2,2,1,3 +hugheke01,1990,1,NYN,NL,8,9,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +huismma01,1990,1,PIT,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +huletti01,1990,1,BAL,AL,53,153,16,39,7,1,3,16,1,0,15,41,0,0,1,0,2 +hundlto01,1990,1,NYN,NL,36,67,8,14,6,0,0,2,0,0,6,18,0,0,1,0,1 +hurstbr01,1990,1,SDN,NL,33,67,2,6,0,0,0,1,0,0,4,43,0,0,7,0,0 +husonje01,1990,1,TEX,AL,145,396,57,95,12,2,0,28,12,4,46,54,0,2,7,3,8 +incavpe01,1990,1,TEX,AL,153,529,59,123,27,0,24,85,3,4,45,146,5,9,0,4,18 +infanal01,1990,1,ATL,NL,20,28,3,1,1,0,0,0,0,0,0,7,0,1,3,0,2 +innisje01,1990,1,NYN,NL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +irvinda01,1990,1,BOS,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jacksbo01,1990,1,KCA,AL,111,405,74,110,16,1,28,78,15,9,44,128,2,2,0,5,10 +jacksda02,1990,1,CIN,NL,23,37,1,2,0,1,0,0,0,0,0,21,0,0,4,0,1 +jacksda03,1990,1,SDN,NL,58,113,10,29,3,0,3,9,3,0,5,24,1,0,1,1,1 +jacksmi02,1990,1,SEA,AL,63,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jacobbr01,1990,1,CLE,AL,155,553,77,162,24,4,14,75,1,4,63,58,6,2,2,4,20 +jamesch02,1990,1,CLE,AL,140,528,62,158,32,4,12,70,4,3,31,71,4,4,3,3,11 +jamesdi01,1990,1,CLE,AL,87,248,28,68,15,2,1,22,5,3,27,23,3,1,3,1,6 +javiest01,1990,1,OAK,AL,19,33,4,8,0,2,0,3,0,0,3,6,0,0,0,0,0 +javiest01,1990,2,LAN,NL,104,276,56,84,9,4,3,24,15,7,37,44,2,0,6,2,6 +jeffcmi01,1990,1,TEX,AL,44,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jeffegr01,1990,1,NYN,NL,153,604,96,171,40,3,15,68,11,2,46,40,2,5,0,4,12 +jeffest01,1990,1,BAL,AL,10,19,1,0,0,0,0,0,1,0,2,8,0,0,0,0,0 +jeffest01,1990,2,CLE,AL,49,98,21,27,8,0,2,10,8,4,8,18,0,2,1,3,2 +jelicch01,1990,1,NYN,NL,4,11,2,1,0,0,1,1,0,0,0,3,0,0,0,0,0 +jeltzst01,1990,1,KCA,AL,74,103,11,16,4,0,0,10,1,1,6,21,0,0,4,1,3 +jennido01,1990,1,OAK,AL,64,156,19,30,7,2,2,14,0,3,17,48,0,2,2,3,1 +johnsda04,1990,1,BAL,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnsho01,1990,1,NYN,NL,154,590,89,144,37,3,23,90,34,8,69,100,12,0,0,9,7 +johnsla03,1990,1,CHA,AL,151,541,76,154,18,9,1,51,36,22,33,45,2,1,8,4,12 +johnsra05,1990,1,SEA,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnswa03,1990,1,MON,NL,47,49,6,8,1,0,1,5,1,0,7,6,2,1,0,0,1 +jonesba01,1990,1,CHA,AL,65,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jonesdo01,1990,1,CLE,AL,66,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jonesji02,1990,1,NYA,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jonesro02,1990,1,PHI,NL,24,58,5,16,2,0,3,7,0,1,9,9,0,0,0,0,1 +jonesti02,1990,1,SLN,NL,67,128,9,28,7,1,1,12,3,4,12,20,1,1,4,0,1 +jonestr01,1990,1,DET,AL,50,118,15,27,4,1,4,9,1,1,6,13,0,3,1,0,3 +jonestr01,1990,2,SEA,AL,25,86,8,26,4,0,2,15,0,1,3,12,0,2,1,0,4 +jordari02,1990,1,PHI,NL,92,324,32,78,21,0,5,44,2,0,13,39,6,5,0,4,9 +josefe01,1990,1,OAK,AL,101,341,42,90,12,0,8,39,8,2,16,65,0,5,2,1,8 +josefe01,1990,2,SLN,NL,25,85,12,23,4,1,3,13,4,4,8,16,0,0,0,0,1 +joynewa01,1990,1,CAL,AL,83,310,35,83,15,0,8,41,2,1,41,34,4,1,1,5,10 +justida01,1990,1,ATL,NL,127,439,76,124,23,2,28,78,11,6,64,92,4,0,0,1,2 +kaiseje01,1990,1,CLE,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +karkoro01,1990,1,CHA,AL,68,183,30,45,10,0,6,20,2,0,16,52,1,1,7,1,1 +kellyro01,1990,1,NYA,AL,162,641,85,183,32,4,15,61,42,17,33,148,0,4,4,4,7 +kennete02,1990,1,SFN,NL,107,303,25,84,22,0,2,26,1,2,31,38,7,0,3,2,7 +kerfech01,1990,1,HOU,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kerfech01,1990,2,ATL,NL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +keyji01,1990,1,TOR,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kieckda01,1990,1,BOS,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kilgupa01,1990,1,TOR,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kingemi01,1990,1,SFN,NL,105,207,24,61,7,1,0,24,6,1,12,19,0,1,5,1,1 +kinger01,1990,1,CHA,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kingje01,1990,1,PIT,NL,127,371,46,91,17,1,14,53,3,3,21,50,1,1,2,7,12 +kinzema01,1990,1,DET,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kippebo01,1990,1,PIT,NL,41,7,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +kittlro01,1990,1,CHA,AL,83,277,29,68,14,0,16,43,0,0,24,77,2,3,0,1,3 +kittlro01,1990,2,BAL,AL,22,61,4,10,2,0,2,3,0,0,2,14,0,1,0,0,3 +klinkjo01,1990,1,OAK,AL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +knackbr01,1990,1,SEA,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kneppbo01,1990,1,SFN,NL,12,13,1,3,1,0,0,4,0,0,0,7,0,0,0,0,0 +knudsma01,1990,1,ML4,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kommibr01,1990,1,SFN,NL,8,5,2,1,0,0,0,0,0,0,1,2,0,0,0,0,0 +kommibr01,1990,2,BAL,AL,46,101,18,24,4,0,3,8,1,1,14,29,1,2,2,0,2 +kraemjo01,1990,1,CHN,NL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kramera01,1990,1,PIT,NL,12,5,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +kramera01,1990,2,CHN,NL,10,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +kremeji01,1990,1,ATL,NL,29,73,7,8,1,1,1,2,0,0,6,27,1,0,0,0,0 +kreutch01,1990,1,TEX,AL,22,22,2,1,1,0,0,2,0,0,8,9,0,0,1,1,0 +kruegbi01,1990,1,ML4,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +krukjo01,1990,1,PHI,NL,142,443,52,129,25,8,7,67,10,5,69,70,16,0,2,1,11 +kunkeje01,1990,1,TEX,AL,99,200,17,34,11,1,3,17,2,1,11,66,0,2,5,0,7 +kutchra01,1990,1,BOS,AL,63,74,18,17,4,1,1,5,3,3,13,18,0,0,3,0,2 +kutzlje01,1990,1,CHA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lacosmi01,1990,1,SFN,NL,13,23,2,1,1,0,0,0,0,0,0,10,0,0,8,0,0 +lagami01,1990,1,SFN,NL,23,27,4,5,1,0,2,4,0,0,1,7,0,1,0,0,1 +lakest01,1990,1,PHI,NL,29,80,4,20,2,0,0,6,0,0,3,12,1,1,0,0,1 +lampde01,1990,1,BOS,AL,47,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lampkto01,1990,1,SDN,NL,26,63,4,14,0,1,1,4,0,1,4,9,1,0,0,0,2 +lancale01,1990,1,CHN,NL,55,20,1,1,0,0,0,0,0,0,3,11,0,0,1,0,0 +lanceri01,1990,1,BOS,AL,4,8,0,0,0,0,0,1,0,0,0,3,0,0,0,1,0 +landrbi01,1990,1,PIT,NL,54,9,2,1,1,0,0,0,0,0,0,5,0,0,0,0,0 +langsma01,1990,1,CAL,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lankfra01,1990,1,SLN,NL,39,126,12,36,10,1,3,12,8,2,13,27,0,0,0,0,1 +lansfca01,1990,1,OAK,AL,134,507,58,136,15,1,3,50,16,14,45,50,4,6,2,4,10 +lapoida01,1990,1,NYA,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +larkiba01,1990,1,CIN,NL,158,614,85,185,25,6,7,67,30,5,49,49,3,7,7,4,14 +larkige01,1990,1,MIN,AL,119,401,46,108,26,4,5,42,5,3,42,55,2,5,5,4,6 +lavalmi01,1990,1,PIT,NL,96,279,27,72,15,0,3,31,0,3,44,20,8,2,4,1,6 +lawleto01,1990,1,TOR,AL,15,12,1,1,0,0,0,1,0,2,0,1,0,0,0,0,0 +layanti01,1990,1,CIN,NL,55,5,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +leachri01,1990,1,SFN,NL,78,174,24,51,13,0,2,16,0,2,21,20,0,1,0,0,2 +leachte01,1990,1,MIN,AL,55,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +learyti01,1990,1,NYA,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leema02,1990,1,TOR,AL,117,391,45,95,12,4,6,41,3,1,26,90,0,0,1,3,9 +leema03,1990,1,ML4,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leete01,1990,1,CIN,NL,12,19,1,4,1,0,0,3,0,0,2,2,0,0,0,1,1 +leffecr01,1990,1,SDN,NL,56,4,1,1,0,0,0,1,0,0,0,2,0,0,2,0,0 +leibrch01,1990,1,ATL,NL,24,50,2,9,0,0,0,3,0,0,3,11,0,0,5,0,0 +leistjo01,1990,1,BOS,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leiteal01,1990,1,TOR,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leitema01,1990,1,NYA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leiussc01,1990,1,MIN,AL,14,25,4,6,1,0,1,4,0,0,2,2,0,0,1,0,2 +lemkema01,1990,1,ATL,NL,102,239,22,54,13,0,0,21,0,1,21,22,3,0,4,2,6 +lemonch01,1990,1,DET,AL,104,322,39,83,16,4,5,32,3,2,48,61,3,4,2,2,8 +leonaje01,1990,1,SEA,AL,134,478,39,120,20,0,10,75,4,2,37,97,6,3,0,7,20 +leonama01,1990,1,SFN,NL,11,17,3,3,1,0,1,2,0,0,3,8,0,0,0,0,0 +lewisda01,1990,1,OAK,AL,25,35,4,8,0,0,0,1,2,0,7,4,0,1,3,0,2 +lewissc01,1990,1,CAL,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leyriji01,1990,1,NYA,AL,92,303,28,78,13,1,5,25,2,3,27,51,1,7,1,1,11 +liddeda01,1990,1,NYN,NL,1,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +lillide01,1990,1,ATL,NL,13,23,3,8,0,0,2,3,0,0,0,4,0,0,0,0,2 +lillide01,1990,2,SDN,NL,16,20,3,3,0,0,0,0,0,0,1,4,0,0,2,0,1 +lindeji01,1990,1,DET,AL,12,32,5,7,1,0,2,8,0,0,2,13,0,0,0,0,0 +lindjo01,1990,1,PIT,NL,152,514,46,134,28,5,1,48,8,0,35,52,19,1,4,7,20 +liriane01,1990,1,TOR,AL,50,170,16,36,7,2,1,15,3,5,16,20,0,1,1,1,5 +liriane01,1990,2,MIN,AL,53,185,30,47,5,7,0,13,5,2,22,24,0,0,3,1,3 +littogr01,1990,1,SFN,NL,93,204,17,50,9,1,1,24,1,0,11,45,0,1,2,2,5 +lombast01,1990,1,HOU,NL,2,1,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +longbi01,1990,1,CHA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +longbi01,1990,2,CHN,NL,42,5,0,0,0,0,0,0,0,0,1,4,0,0,0,0,0 +lopezlu01,1990,1,LAN,NL,6,6,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +lovelva01,1990,1,SEA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lueckri01,1990,1,ATL,NL,36,3,1,1,1,0,0,0,0,0,0,1,0,0,0,0,1 +lueckri01,1990,2,TOR,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lugour01,1990,1,DET,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lusadsc01,1990,1,DET,AL,45,87,13,21,2,0,2,16,0,0,12,8,0,0,0,3,2 +lynnfr01,1990,1,SDN,NL,90,196,18,47,3,1,6,23,2,0,22,44,2,1,1,3,1 +lyonsba01,1990,1,NYN,NL,24,80,8,19,0,0,2,7,0,0,2,9,0,1,0,0,2 +lyonsba01,1990,2,LAN,NL,3,5,1,1,0,0,1,2,0,0,0,1,0,0,0,0,0 +lyonsst01,1990,1,CHA,AL,94,146,22,28,6,1,1,11,1,0,10,41,1,1,4,2,1 +maaske01,1990,1,NYA,AL,79,254,42,64,9,0,21,41,1,2,43,76,10,3,0,0,2 +macdobo01,1990,1,TOR,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +macfami01,1990,1,KCA,AL,124,400,37,102,24,4,6,58,1,0,25,69,2,7,1,6,9 +machaju01,1990,1,NYN,NL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +machaju01,1990,2,ML4,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +macksh01,1990,1,MIN,AL,125,313,50,102,10,4,8,44,13,4,29,69,1,5,6,0,7 +maddugr01,1990,1,CHN,NL,35,83,1,12,0,0,0,3,0,0,2,25,0,0,4,0,0 +maddumi01,1990,1,LAN,NL,11,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +magadda01,1990,1,NYN,NL,144,451,74,148,28,6,6,72,2,1,74,55,4,2,4,10,11 +magrajo01,1990,1,SLN,NL,31,55,3,7,2,0,0,0,0,0,3,19,0,0,9,0,2 +mahleri01,1990,1,CIN,NL,35,35,1,4,1,0,0,2,0,0,1,4,0,0,5,1,3 +maldoca01,1990,1,CLE,AL,155,590,76,161,32,2,22,95,3,5,49,134,4,5,0,7,13 +maldoca02,1990,1,KCA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mallobo02,1990,1,MON,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +malonch02,1990,1,PHI,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mannke01,1990,1,ATL,NL,11,28,2,4,1,0,1,2,0,0,0,6,0,0,0,0,2 +manonra01,1990,1,TEX,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +manrifr01,1990,1,MIN,AL,69,228,22,54,10,0,5,29,2,0,4,35,0,2,1,2,8 +mantoje01,1990,1,CLE,AL,30,76,12,17,5,1,2,14,0,1,21,18,1,0,0,0,0 +manwaki01,1990,1,SFN,NL,8,13,0,2,0,1,0,1,0,0,0,3,0,0,0,0,0 +marakpa01,1990,1,ATL,NL,7,11,1,1,0,0,0,0,0,0,1,4,0,0,1,0,0 +marshmi02,1990,1,NYN,NL,53,163,24,39,8,1,6,27,0,2,7,40,0,3,0,3,2 +marshmi02,1990,2,BOS,AL,30,112,10,32,6,1,4,12,0,0,4,26,0,1,0,0,2 +martica01,1990,1,PHI,NL,71,198,23,48,8,0,8,31,2,1,29,37,0,0,0,0,3 +martica01,1990,2,PIT,NL,12,19,3,4,1,0,2,4,0,0,1,5,0,0,0,0,0 +martica02,1990,1,CHA,AL,92,272,18,61,6,5,4,24,0,4,10,40,2,0,1,0,8 +martida01,1990,1,MON,NL,118,391,60,109,13,5,11,39,13,11,24,48,2,1,3,2,8 +martide01,1990,1,MON,NL,32,68,0,7,1,0,0,6,0,0,1,25,0,1,12,0,3 +martied01,1990,1,SEA,AL,144,487,71,147,27,2,11,49,1,4,74,62,3,5,1,3,13 +martira02,1990,1,LAN,NL,33,80,2,10,0,0,0,6,0,0,1,32,0,1,9,1,1 +martiti02,1990,1,SEA,AL,24,68,4,15,4,0,0,5,0,0,9,9,0,0,0,1,0 +marzajo01,1990,1,BOS,AL,32,83,8,20,4,0,0,6,0,1,5,10,0,0,2,1,0 +mathegr01,1990,1,SLN,NL,12,14,2,3,1,0,0,0,0,0,2,5,0,0,1,0,1 +mattido01,1990,1,NYA,AL,102,394,40,101,16,0,5,42,1,0,28,20,13,3,0,3,13 +mayde01,1990,1,CHN,NL,17,61,8,15,3,0,1,11,1,0,2,7,0,0,0,0,1 +maynebr01,1990,1,KCA,AL,5,13,2,3,0,0,0,1,0,1,3,3,0,0,0,0,0 +mccamra01,1990,1,SFN,NL,3,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mccaski01,1990,1,CAL,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcclell01,1990,1,CHN,NL,49,107,5,17,3,0,1,10,1,0,14,21,2,0,0,1,2 +mcclell01,1990,2,PIT,NL,4,3,1,1,0,0,1,2,0,0,0,1,0,0,0,0,0 +mcclepa01,1990,1,SFN,NL,4,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcclubo01,1990,1,CAL,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mccraro01,1990,1,CHA,AL,32,6,8,0,0,0,0,0,6,0,1,4,0,0,0,0,0 +mcculla01,1990,1,NYA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcculla01,1990,2,DET,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcdonbe01,1990,1,BAL,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcdowja01,1990,1,CHA,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcdowod01,1990,1,ATL,NL,113,305,47,74,14,0,7,25,13,2,21,53,0,2,0,1,3 +mcdowro01,1990,1,PHI,NL,72,2,1,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +mcelrch01,1990,1,PHI,NL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcgafan01,1990,1,SFN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcgafan01,1990,2,KCA,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcgeewi01,1990,1,SLN,NL,125,501,76,168,32,5,3,62,28,9,38,86,6,1,0,2,9 +mcgeewi01,1990,2,OAK,AL,29,113,23,31,3,2,0,15,3,0,10,18,0,0,0,0,4 +mcgrifr01,1990,1,TOR,AL,153,557,91,167,21,1,35,88,5,3,94,108,12,2,1,4,7 +mcgrite01,1990,1,CIN,NL,2,4,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +mcgrite01,1990,2,HOU,NL,4,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcgwima01,1990,1,OAK,AL,156,523,87,123,16,0,39,108,2,1,110,116,9,7,1,9,13 +mcintti01,1990,1,ML4,AL,5,5,1,1,0,0,1,1,0,0,0,2,0,0,0,0,0 +mcknije01,1990,1,BAL,AL,29,75,11,15,2,0,1,4,0,0,5,17,0,1,3,0,0 +mclemma01,1990,1,CAL,AL,20,48,4,7,2,0,0,2,1,0,4,9,0,0,1,0,1 +mclemma01,1990,2,CLE,AL,8,12,2,2,0,0,0,0,0,0,0,6,0,0,0,0,0 +mcmurcr01,1990,1,TEX,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcraebr01,1990,1,KCA,AL,46,168,21,48,8,3,2,23,4,3,9,29,0,0,3,2,5 +mcreyke01,1990,1,NYN,NL,147,521,75,140,23,1,24,82,9,2,71,61,11,1,0,8,8 +mcwilla01,1990,1,KCA,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +meadolo01,1990,1,HOU,NL,15,14,3,2,0,0,0,0,0,0,2,4,0,0,0,0,0 +meadolo01,1990,2,PHI,NL,15,14,1,1,0,0,0,0,0,0,1,2,0,0,0,0,0 +medvisc01,1990,1,SEA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +melenjo01,1990,1,SEA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +melvibo01,1990,1,BAL,AL,93,301,30,73,14,1,5,37,0,1,11,53,1,0,3,3,8 +mercaor01,1990,1,NYN,NL,42,90,10,19,1,0,3,7,0,0,8,11,3,2,0,0,4 +mercaor01,1990,2,MON,NL,8,8,0,2,0,0,0,0,0,0,0,1,0,0,0,0,0 +merceor01,1990,1,PIT,NL,25,24,3,5,1,0,0,0,0,0,1,9,0,0,0,0,1 +merckke01,1990,1,ATL,NL,36,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +mesajo01,1990,1,BAL,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +meulehe01,1990,1,NYA,AL,23,83,12,20,7,0,3,10,1,0,9,25,0,3,0,0,3 +meyerbr01,1990,1,HOU,NL,14,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +mielkga01,1990,1,TEX,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +milacbo01,1990,1,BAL,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +milleke01,1990,1,NYN,NL,88,233,42,60,8,0,1,12,16,3,23,46,1,2,2,2,2 +millira01,1990,1,BAL,AL,109,362,64,96,20,1,20,60,6,3,88,68,3,2,0,4,11 +millsal01,1990,1,NYA,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mintogr01,1990,1,CAL,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +minutgi01,1990,1,CIN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mirabpa01,1990,1,ML4,AL,44,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mitchjo02,1990,1,BAL,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mitchke01,1990,1,SFN,NL,140,524,90,152,24,2,35,93,4,7,58,87,9,2,0,5,8 +mohorda01,1990,1,MON,NL,34,8,0,1,0,0,0,0,0,0,0,1,0,0,1,0,0 +molitpa01,1990,1,ML4,AL,103,418,64,119,27,6,12,45,18,3,37,51,4,1,0,2,7 +monteri01,1990,1,NYA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +montgje01,1990,1,KCA,AL,73,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +moorebr01,1990,1,PHI,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mooremi01,1990,1,OAK,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +moranmi01,1990,1,PHI,NL,25,79,9,19,4,0,1,3,3,0,6,19,0,0,2,0,1 +morgami01,1990,1,LAN,NL,33,71,2,8,0,0,0,2,0,0,2,25,0,0,5,0,1 +mormaru01,1990,1,KCA,AL,12,37,5,10,4,2,1,3,0,0,3,3,0,0,0,1,0 +morriha02,1990,1,CIN,NL,107,309,50,105,22,3,7,36,9,3,21,32,4,1,3,2,12 +morrija02,1990,1,DET,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +morrijo07,1990,1,SLN,NL,18,18,0,2,0,0,0,0,0,0,3,6,0,0,0,0,0 +mosebll01,1990,1,DET,AL,122,431,64,107,16,5,14,51,17,5,48,77,3,5,1,2,14 +mosesjo01,1990,1,MIN,AL,115,172,26,38,3,1,1,14,2,3,19,19,1,2,0,2,4 +moyerja01,1990,1,TEX,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mulhote01,1990,1,PHI,NL,33,62,2,6,1,0,0,2,0,1,1,30,0,0,4,0,2 +mullira01,1990,1,TOR,AL,57,97,11,28,4,0,2,16,2,1,22,19,2,0,0,1,2 +munozmi01,1990,1,LAN,NL,8,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +munozpe01,1990,1,MIN,AL,22,85,13,23,4,1,0,5,3,0,2,16,0,0,1,2,3 +murphda05,1990,1,ATL,NL,97,349,38,81,14,0,17,55,9,2,41,84,11,1,0,3,11 +murphda05,1990,2,PHI,NL,57,214,22,57,9,1,7,28,0,1,20,46,3,0,0,1,11 +murphro01,1990,1,BOS,AL,68,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +murraed02,1990,1,LAN,NL,155,558,96,184,22,3,26,95,8,5,82,64,21,1,0,4,19 +musseje01,1990,1,NYN,NL,28,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +myersgr01,1990,1,TOR,AL,87,250,33,59,7,1,5,22,0,1,22,33,0,0,1,4,12 +myersra01,1990,1,CIN,NL,66,4,0,1,0,0,0,1,0,0,0,2,0,0,0,0,0 +nabhoch01,1990,1,MON,NL,11,21,1,0,0,0,0,0,0,0,1,9,0,0,2,0,0 +naehrti01,1990,1,BOS,AL,24,85,10,23,6,0,2,12,0,0,8,15,1,0,0,0,2 +nagych01,1990,1,CLE,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +navarja01,1990,1,ML4,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +neidlji01,1990,1,LAN,NL,12,25,1,3,0,0,0,2,0,0,2,8,0,0,0,0,0 +nelsoge01,1990,1,OAK,AL,51,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nelsoro03,1990,1,SDN,NL,5,5,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +newmaal01,1990,1,MIN,AL,144,388,43,94,14,0,0,30,13,6,33,34,0,2,8,2,7 +nichoca01,1990,1,HOU,NL,32,49,7,10,3,0,0,11,0,0,8,11,1,1,1,2,1 +nichoro02,1990,1,CLE,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +niedeto01,1990,1,SLN,NL,52,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +nietoto01,1990,1,PHI,NL,17,30,1,5,0,0,0,4,0,0,3,11,0,1,0,0,2 +nippeal01,1990,1,CLE,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nixondo01,1990,1,BAL,AL,8,20,1,5,2,0,0,2,5,0,1,7,0,0,0,0,0 +nixonot01,1990,1,MON,NL,119,231,46,58,6,2,1,20,50,13,28,33,0,0,3,1,2 +noboaju01,1990,1,MON,NL,81,158,15,42,7,2,0,14,4,1,7,14,2,1,3,4,2 +nocepa01,1990,1,CIN,NL,1,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +nokesma01,1990,1,DET,AL,44,111,12,30,5,1,3,8,0,0,4,14,3,2,0,1,5 +nokesma01,1990,2,NYA,AL,92,240,21,57,4,0,8,32,2,2,20,33,3,4,0,0,6 +nolesdi01,1990,1,PHI,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +norrimi01,1990,1,OAK,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nosekra01,1990,1,DET,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +novoara01,1990,1,SFN,NL,7,5,1,1,0,0,0,1,0,0,1,2,0,0,0,0,0 +nunezed01,1990,1,DET,AL,42,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nunezjo01,1990,1,CHN,NL,21,11,1,0,0,0,0,1,0,0,1,5,0,0,3,0,0 +oberkke01,1990,1,HOU,NL,77,150,10,31,6,1,1,12,1,1,15,17,1,1,1,1,2 +obriech01,1990,1,ML4,AL,46,145,11,27,7,2,0,11,0,0,11,26,1,2,8,0,3 +obriech01,1990,2,NYN,NL,28,68,6,11,3,0,0,9,0,0,10,8,2,1,2,2,1 +obriepe03,1990,1,SEA,AL,108,366,32,82,18,0,5,27,0,0,44,33,1,2,1,4,12 +oestero01,1990,1,CIN,NL,64,154,10,46,10,1,0,13,1,2,10,29,1,0,6,1,1 +offerjo01,1990,1,LAN,NL,29,58,7,9,0,0,1,7,1,0,4,14,1,0,1,0,0 +ojedabo01,1990,1,NYN,NL,38,30,2,4,1,0,0,0,0,0,0,11,0,0,1,0,0 +olerujo01,1990,1,TOR,AL,111,358,43,95,15,1,14,48,0,2,57,75,6,1,1,4,5 +olinst01,1990,1,CLE,AL,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +olivaom01,1990,1,SLN,NL,9,17,2,3,1,0,1,4,0,0,0,4,0,0,0,1,0 +olivefr01,1990,1,SFN,NL,33,5,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +olivejo01,1990,1,CIN,NL,121,364,34,84,23,0,8,52,1,1,37,75,15,2,5,1,6 +olsongr01,1990,1,BAL,AL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +olsongr02,1990,1,ATL,NL,100,298,36,78,12,1,7,36,1,1,30,51,4,2,1,1,8 +omallto01,1990,1,NYN,NL,82,121,14,27,7,0,3,14,0,0,11,20,1,0,0,1,1 +onealra01,1990,1,SFN,NL,26,6,0,1,0,0,0,0,0,0,0,3,0,0,1,0,0 +oneilpa01,1990,1,CIN,NL,145,503,59,136,28,0,16,78,13,11,53,103,13,2,1,5,12 +ontivst02,1990,1,PHI,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +oquenjo01,1990,1,SLN,NL,156,469,38,118,17,5,1,37,1,1,74,46,8,0,5,5,7 +oroscje01,1990,1,CLE,AL,55,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +orsuljo01,1990,1,BAL,AL,124,413,49,111,14,3,11,57,6,8,46,48,9,1,4,1,7 +ortizja01,1990,1,HOU,NL,30,77,7,21,5,1,1,10,1,1,12,11,0,0,0,1,1 +ortizju01,1990,1,MIN,AL,71,170,18,57,7,1,0,18,0,4,12,16,0,2,2,1,4 +ortonjo01,1990,1,CAL,AL,31,84,8,16,5,0,1,6,0,1,5,31,0,1,2,0,2 +osunaal01,1990,1,HOU,NL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ottoda01,1990,1,OAK,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +owensp01,1990,1,MON,NL,149,453,55,106,24,5,5,35,8,6,70,60,12,0,5,5,6 +paglimi01,1990,1,SDN,NL,128,398,29,101,23,2,7,38,1,3,39,66,3,3,2,4,12 +pagnoto01,1990,1,SLN,NL,69,220,20,61,15,0,2,23,1,1,14,37,1,1,0,2,0 +palacre01,1990,1,KCA,AL,41,56,8,13,3,0,2,9,2,2,5,24,0,0,0,0,0 +palacvi01,1990,1,PIT,NL,7,4,0,0,0,0,0,0,0,0,1,2,0,0,0,0,0 +palldo01,1990,1,CHA,AL,56,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +palmera01,1990,1,TEX,AL,154,598,72,191,35,6,14,89,3,3,40,59,6,3,2,8,24 +pankoji01,1990,1,BOS,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +paredjo01,1990,1,DET,AL,6,8,2,1,0,0,0,0,0,0,1,0,0,0,0,0,0 +paredjo01,1990,2,MON,NL,3,6,0,2,1,0,0,1,0,0,1,0,1,0,0,0,0 +parenma01,1990,1,SDN,NL,65,189,13,42,11,0,3,16,1,0,16,29,3,0,3,0,2 +parkecl01,1990,1,NYA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +parkecl01,1990,2,DET,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +parkeda01,1990,1,ML4,AL,157,610,71,176,30,3,21,92,4,7,41,102,11,4,0,14,18 +parkeri01,1990,1,SFN,NL,54,107,19,26,5,0,2,14,6,1,10,15,0,1,3,0,1 +parreje01,1990,1,PHI,NL,47,10,0,0,0,0,0,1,0,0,0,4,0,0,2,0,0 +parreje01,1990,2,ATL,NL,20,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +parrila02,1990,1,CAL,AL,133,470,54,126,14,0,24,70,2,2,46,107,4,5,0,2,12 +pasquda01,1990,1,CHA,AL,112,325,43,89,27,3,13,58,1,1,37,66,7,2,0,5,4 +pattebo01,1990,1,PIT,NL,55,19,0,1,0,0,0,0,0,0,0,6,0,0,1,0,0 +patteke01,1990,1,CHA,AL,43,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pavlada01,1990,1,CHN,NL,13,1,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +pecotbi01,1990,1,KCA,AL,87,240,43,58,15,2,5,20,8,5,33,39,0,1,6,0,5 +penaal01,1990,1,NYN,NL,52,6,2,1,0,0,0,1,0,0,1,3,0,0,0,0,0 +penage01,1990,1,SLN,NL,18,45,5,11,2,0,0,2,1,1,4,14,0,1,0,1,0 +penato01,1990,1,BOS,AL,143,491,62,129,19,1,7,56,8,6,43,71,3,1,2,3,23 +pendlte01,1990,1,SLN,NL,121,447,46,103,20,2,6,58,7,5,30,58,8,1,0,6,12 +perezme01,1990,1,CHA,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +perezmi01,1990,1,SLN,NL,13,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +perezpa01,1990,1,NYA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +perezto02,1990,1,SFN,NL,4,3,1,1,0,0,0,0,0,0,1,2,0,0,0,0,0 +perryge01,1990,1,KCA,AL,133,465,57,118,22,2,8,57,17,4,39,56,4,3,0,5,14 +perrypa02,1990,1,LAN,NL,7,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +peterad01,1990,1,CHA,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +petrage01,1990,1,TEX,AL,133,325,28,83,13,1,0,21,0,2,50,49,3,3,1,3,12 +petryda01,1990,1,DET,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pettiga01,1990,1,TEX,AL,136,423,66,101,16,8,3,31,38,15,57,118,0,4,11,3,6 +phelpke01,1990,1,OAK,AL,32,59,6,11,2,0,1,6,0,0,12,10,1,0,0,1,1 +phelpke01,1990,2,CLE,AL,24,61,4,7,0,0,0,0,1,0,10,11,2,0,0,0,3 +phillto02,1990,1,DET,AL,152,573,97,144,23,5,8,55,19,9,99,85,0,4,9,2,10 +picoje01,1990,1,CHN,NL,31,22,2,6,1,0,0,1,0,0,3,5,0,0,1,0,0 +plantph01,1990,1,BOS,AL,14,15,1,2,1,0,0,3,0,0,4,6,0,1,0,1,1 +plesada01,1990,1,ML4,AL,66,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +plunker01,1990,1,NYA,AL,47,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +polidgu01,1990,1,ML4,AL,18,15,0,1,0,0,0,1,0,0,0,1,0,0,0,0,0 +polonlu01,1990,1,NYA,AL,11,22,2,7,0,0,0,3,1,0,0,1,0,0,0,1,1 +polonlu01,1990,2,CAL,AL,109,381,50,128,7,9,2,32,20,14,25,42,1,1,3,3,8 +pooleji02,1990,1,LAN,NL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +portuma01,1990,1,HOU,NL,32,66,2,9,0,0,0,5,0,0,1,8,0,0,5,0,4 +powelde01,1990,1,SEA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +powelde01,1990,2,ML4,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +powerte01,1990,1,PIT,NL,40,8,0,1,1,0,0,0,0,0,0,5,0,0,0,0,0 +preslji01,1990,1,ATL,NL,140,541,59,131,34,1,19,72,1,1,29,130,0,3,0,4,10 +pricejo02,1990,1,BAL,AL,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +princto01,1990,1,PIT,NL,4,10,1,1,0,0,0,0,0,1,1,2,0,0,0,0,0 +puckeki01,1990,1,MIN,AL,146,551,82,164,40,3,12,80,5,4,57,73,11,3,1,3,15 +puhlte01,1990,1,HOU,NL,37,41,5,12,1,0,0,8,1,2,5,7,0,1,1,1,0 +quinlto01,1990,1,TOR,AL,1,2,0,1,0,0,0,0,0,0,0,1,0,1,0,0,0 +quinolu01,1990,1,CIN,NL,83,145,10,35,7,0,2,17,1,0,13,29,3,1,1,4,3 +quintca01,1990,1,BOS,AL,149,512,56,147,28,0,7,67,1,2,52,74,0,2,4,2,19 +quirkja01,1990,1,OAK,AL,56,121,12,34,5,1,3,26,0,0,14,34,1,1,5,3,1 +quiseda01,1990,1,SFN,NL,5,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +radinsc01,1990,1,CHA,AL,62,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +raineti01,1990,1,MON,NL,130,457,65,131,11,5,9,62,49,16,70,43,8,3,0,8,9 +ramirra01,1990,1,HOU,NL,132,445,44,116,19,3,2,37,10,5,24,46,9,1,9,1,9 +ramosdo01,1990,1,CHN,NL,98,226,22,60,5,0,2,17,0,2,27,29,1,1,2,3,7 +randowi01,1990,1,LAN,NL,26,96,15,26,4,0,1,9,1,0,13,9,0,1,3,0,3 +randowi01,1990,2,OAK,AL,93,292,37,75,9,3,1,21,6,1,32,25,1,1,7,1,11 +rasmude01,1990,1,SDN,NL,33,62,8,18,2,0,0,8,0,0,2,18,0,0,6,1,1 +rayjo01,1990,1,CAL,AL,105,404,47,112,23,0,5,43,2,3,19,44,2,0,3,3,10 +readyra01,1990,1,PHI,NL,101,217,26,53,9,1,1,26,3,2,29,35,0,1,3,3,3 +reardje01,1990,1,BOS,AL,47,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +redusga01,1990,1,PIT,NL,96,227,32,56,15,3,6,23,11,5,33,38,0,2,1,5,1 +reedda01,1990,1,NYN,NL,26,39,5,8,4,1,1,2,1,0,3,11,0,0,0,0,0 +reedje01,1990,1,SEA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reedje01,1990,2,BOS,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reedje02,1990,1,CIN,NL,72,175,12,44,8,1,3,16,0,0,24,26,5,0,5,1,4 +reedjo01,1990,1,BOS,AL,155,598,70,173,45,0,5,51,4,4,75,65,4,4,11,3,19 +reedri01,1990,1,PIT,NL,13,16,0,4,0,0,0,1,0,0,1,6,0,0,0,1,0 +reimeke01,1990,1,TEX,AL,64,100,5,26,9,1,2,15,0,1,10,22,0,1,0,0,3 +reuscri01,1990,1,SFN,NL,15,26,2,4,1,0,0,3,0,0,0,11,0,0,3,0,0 +reussje01,1990,1,PIT,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0 +reynoha01,1990,1,SEA,AL,160,642,100,162,36,5,5,55,31,16,81,52,3,3,5,6,9 +reynorj01,1990,1,PIT,NL,95,215,25,62,10,1,0,19,12,2,23,35,1,0,0,2,12 +reynoro02,1990,1,SDN,NL,8,15,1,1,1,0,0,1,0,0,1,6,0,0,0,0,0 +rhodeka01,1990,1,HOU,NL,38,86,12,21,6,1,1,3,4,1,13,12,3,0,1,1,1 +richaje02,1990,1,CAL,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +richaru01,1990,1,ATL,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +righeda01,1990,1,NYA,AL,53,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rijojo01,1990,1,CIN,NL,29,62,3,10,1,0,0,2,1,0,2,10,0,0,11,0,1 +rileser01,1990,1,SFN,NL,92,155,22,31,2,1,8,21,0,0,26,26,3,0,2,1,2 +ripkebi01,1990,1,BAL,AL,129,406,48,118,28,1,3,38,5,2,28,43,2,4,17,1,7 +ripkeca01,1990,1,BAL,AL,161,600,78,150,28,4,21,84,3,1,82,66,18,5,1,7,12 +ritzke01,1990,1,DET,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +riverlu01,1990,1,BOS,AL,118,346,38,78,20,0,7,45,4,3,25,58,0,1,12,1,10 +roberbi01,1990,1,SDN,NL,149,556,104,172,36,3,9,44,46,12,55,65,1,6,8,4,8 +robidbi01,1990,1,BOS,AL,27,44,3,8,4,0,1,4,0,0,6,14,1,1,0,1,2 +robindo01,1990,1,SFN,NL,31,63,4,9,1,0,2,7,0,0,0,17,0,0,3,0,2 +robinje01,1990,1,NYA,AL,54,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +robinje02,1990,1,DET,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +robinro01,1990,1,CIN,NL,6,11,0,1,0,0,0,1,0,0,0,6,0,0,1,0,0 +robinro01,1990,2,ML4,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rochfmi01,1990,1,BOS,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodriri01,1990,1,SFN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodriri02,1990,1,SDN,NL,32,3,1,0,0,0,0,0,0,0,1,1,0,0,0,0,1 +rodriro02,1990,1,CIN,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +roeslmi01,1990,1,PIT,NL,5,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +rogerke01,1990,1,TEX,AL,69,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rohdeda01,1990,1,HOU,NL,59,98,8,18,4,0,0,5,0,0,9,20,2,5,4,1,3 +rojasme01,1990,1,MON,NL,23,3,0,0,0,0,0,0,0,0,0,1,0,0,3,0,0 +romered01,1990,1,DET,AL,32,70,8,16,3,0,0,4,0,0,6,4,1,0,3,1,0 +rominke01,1990,1,BOS,AL,70,136,21,37,7,0,2,14,4,0,12,27,0,1,0,2,7 +roomero01,1990,1,CIN,NL,30,61,5,13,0,0,2,7,0,0,0,20,0,0,0,0,2 +roomero01,1990,2,MON,NL,16,14,1,4,0,1,0,1,0,2,1,6,1,0,0,0,0 +rosarvi01,1990,1,ATL,NL,9,7,3,1,0,0,0,0,0,0,1,1,0,0,0,0,0 +rosebo01,1990,1,CAL,AL,7,13,5,5,0,0,1,2,0,0,2,1,0,0,1,0,0 +rosenst01,1990,1,CHA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rossma01,1990,1,PIT,NL,9,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +rowlari01,1990,1,DET,AL,7,19,3,3,1,0,0,0,0,0,2,4,1,0,0,0,1 +ruffibr01,1990,1,PHI,NL,32,44,3,3,0,0,0,0,0,0,3,9,0,0,6,0,0 +ruskisc01,1990,1,PIT,NL,44,6,1,2,1,1,0,1,0,0,0,4,0,0,0,0,0 +ruskisc01,1990,2,MON,NL,23,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +russeje01,1990,1,TEX,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +russejo02,1990,1,TEX,AL,68,128,16,35,4,0,2,8,1,0,11,41,2,0,1,0,3 +ryalma01,1990,1,PIT,NL,9,12,0,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +ryanno01,1990,1,TEX,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +saberbr01,1990,1,KCA,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +saboch01,1990,1,CIN,NL,148,567,95,153,38,2,25,71,25,10,61,58,7,4,1,3,8 +salasma01,1990,1,DET,AL,74,164,18,38,3,0,9,24,0,0,21,28,2,1,1,0,3 +salazlu01,1990,1,CHN,NL,115,410,44,104,13,3,12,47,3,1,19,59,3,4,0,1,4 +sampebi01,1990,1,MON,NL,59,8,0,0,0,0,0,0,0,0,0,4,0,0,2,0,0 +samueju01,1990,1,LAN,NL,143,492,62,119,24,3,13,52,38,20,51,126,5,5,5,5,8 +sanchis01,1990,1,KCA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sandbry01,1990,1,CHN,NL,155,615,116,188,30,3,40,100,25,7,50,84,8,1,0,9,8 +sandede02,1990,1,NYA,AL,57,133,24,21,2,2,3,9,8,2,13,27,0,1,1,1,2 +sandesc01,1990,1,OAK,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +santaan01,1990,1,SFN,NL,6,2,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0 +santara01,1990,1,CLE,AL,7,13,3,3,0,0,1,3,0,0,0,0,0,0,0,0,1 +santibe01,1990,1,SDN,NL,100,344,42,93,8,5,11,53,5,5,27,55,2,3,1,7,4 +santone01,1990,1,MON,NL,59,163,13,31,3,1,6,28,0,3,8,31,0,0,0,5,5 +sassema01,1990,1,NYN,NL,100,270,31,83,14,0,6,41,0,0,15,19,9,1,0,2,7 +savagja01,1990,1,MIN,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +saxst01,1990,1,NYA,AL,155,615,70,160,24,2,4,42,43,9,49,46,3,4,6,6,13 +schaeje01,1990,1,SEA,AL,55,107,11,22,3,0,0,6,4,1,3,11,0,2,2,1,1 +schatda01,1990,1,HOU,NL,45,4,1,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +schatda01,1990,2,NYN,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schilcu01,1990,1,BAL,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schirca01,1990,1,SDN,NL,42,21,2,4,2,0,1,1,0,0,1,6,0,0,1,0,0 +schmida01,1990,1,MON,NL,34,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schofdi02,1990,1,CAL,AL,99,310,41,79,8,1,1,18,3,4,52,61,3,2,13,2,3 +schoomi01,1990,1,SEA,AL,49,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schrobi01,1990,1,CAL,AL,18,58,7,13,3,0,4,9,0,0,1,10,0,0,0,0,3 +schulje01,1990,1,KCA,AL,30,66,5,17,5,1,0,6,0,0,6,13,2,0,1,0,2 +schuri01,1990,1,CAL,AL,61,157,19,42,8,0,6,14,0,0,11,25,0,0,0,1,4 +schwami01,1990,1,DET,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sciosmi01,1990,1,LAN,NL,135,435,46,115,25,0,12,66,4,1,55,31,14,3,1,4,11 +scottmi03,1990,1,HOU,NL,32,54,0,7,0,0,0,1,1,0,4,22,0,0,6,0,1 +scuddsc01,1990,1,CIN,NL,21,18,1,1,0,0,0,0,0,0,2,6,0,0,1,0,0 +seaneru01,1990,1,CLE,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +searara01,1990,1,LAN,NL,29,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +searcst01,1990,1,DET,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sebrabo01,1990,1,ML4,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +seguida01,1990,1,BAL,AL,40,123,14,30,7,0,2,15,0,0,11,15,2,1,1,0,12 +seitzke01,1990,1,KCA,AL,158,622,91,171,31,5,6,38,7,5,67,66,2,2,4,2,11 +sharpmi01,1990,1,LAN,NL,129,357,42,106,14,2,3,36,15,6,46,39,6,1,8,3,5 +shawje01,1990,1,CLE,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sheetla01,1990,1,DET,AL,131,360,40,94,17,2,10,52,1,3,24,42,2,2,0,4,13 +sheffga01,1990,1,ML4,AL,125,487,67,143,30,1,10,67,25,10,44,41,1,3,4,9,11 +shelbjo01,1990,1,LAN,NL,25,24,2,6,1,0,0,2,1,0,0,7,0,0,0,0,1 +shelbjo01,1990,2,DET,AL,78,222,22,55,9,3,4,20,3,5,10,51,0,0,6,0,6 +sherrti01,1990,1,SLN,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shower01,1990,1,SDN,NL,39,25,3,5,1,0,0,2,0,0,0,8,0,0,1,0,0 +shumpte01,1990,1,KCA,AL,32,91,7,25,6,1,0,8,3,3,2,17,0,1,0,2,4 +sierrru01,1990,1,TEX,AL,159,608,70,170,37,2,16,96,9,0,49,86,13,1,0,8,15 +simmsmi01,1990,1,HOU,NL,12,13,3,4,1,0,1,2,0,0,0,4,0,0,0,0,1 +sinatma01,1990,1,SEA,AL,30,50,2,15,1,0,0,4,1,0,4,10,0,0,3,0,3 +siskdo01,1990,1,ATL,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +skinnjo01,1990,1,CLE,AL,49,139,16,35,4,1,2,16,0,0,7,44,0,0,0,0,2 +slaugdo01,1990,1,PIT,NL,84,230,27,69,18,3,4,29,0,1,27,27,2,3,3,4,2 +smilejo01,1990,1,PIT,NL,26,49,1,6,0,0,0,3,0,0,3,15,0,0,3,0,0 +smithbr01,1990,1,SLN,NL,26,39,2,10,1,0,1,7,0,0,1,9,0,0,11,0,1 +smithda02,1990,1,HOU,NL,49,2,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +smithda04,1990,1,KCA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithdw01,1990,1,CHN,NL,117,290,34,76,15,0,6,27,11,6,28,46,2,2,0,2,7 +smithgr01,1990,1,CHN,NL,18,44,4,9,2,1,0,5,1,0,2,5,0,0,1,1,1 +smithle02,1990,1,BOS,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithle02,1990,2,SLN,NL,53,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +smithlo01,1990,1,ATL,NL,135,466,72,142,27,9,9,42,10,10,58,69,3,6,1,6,2 +smithmi05,1990,1,BAL,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithoz01,1990,1,SLN,NL,143,512,61,130,21,1,1,50,32,6,61,33,4,2,7,10,8 +smithpe02,1990,1,ATL,NL,13,23,2,2,0,0,0,0,0,0,1,1,0,0,4,0,0 +smithro01,1990,1,MIN,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithza01,1990,1,MON,NL,23,40,1,7,1,1,0,2,0,0,0,9,0,0,7,0,1 +smithza01,1990,2,PIT,NL,11,28,0,4,2,0,0,0,0,0,1,7,0,0,1,0,0 +smoltjo01,1990,1,ATL,NL,38,74,7,12,2,0,0,4,1,0,6,32,0,0,7,0,2 +snydeco02,1990,1,CLE,AL,123,438,46,102,27,3,14,55,1,4,21,118,3,2,1,6,11 +sojolu01,1990,1,TOR,AL,33,80,14,18,3,0,1,9,1,1,5,5,0,0,0,0,1 +sorrepa01,1990,1,MIN,AL,41,121,11,25,4,1,5,13,1,1,12,31,0,1,0,1,3 +sosasa01,1990,1,CHA,AL,153,532,72,124,26,10,15,70,32,16,33,150,4,6,2,6,10 +spierbi01,1990,1,ML4,AL,112,363,44,88,15,3,2,36,11,6,16,45,0,1,6,3,12 +sprinst01,1990,1,CLE,AL,4,12,1,2,0,0,0,1,0,0,0,6,0,0,0,1,0 +stanlmi02,1990,1,TEX,AL,103,189,21,47,8,1,2,19,1,0,30,25,2,0,6,1,4 +stantmi02,1990,1,ATL,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +starkma01,1990,1,CHA,AL,8,16,0,4,1,0,0,3,0,0,1,6,0,0,1,0,2 +steinte01,1990,1,OAK,AL,114,379,32,95,15,2,9,57,0,1,19,66,1,4,5,3,11 +stephph01,1990,1,SDN,NL,103,182,26,38,9,1,4,19,2,1,30,43,1,0,0,1,3 +stephra01,1990,1,SLN,NL,5,15,2,2,1,0,1,1,0,0,0,3,0,0,0,0,2 +stevele01,1990,1,CAL,AL,67,248,28,53,10,0,7,32,1,1,22,75,3,0,2,3,8 +stewada01,1990,1,OAK,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stiebda01,1990,1,TOR,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stillku01,1990,1,KCA,AL,144,506,60,126,35,4,3,51,0,2,39,60,1,4,4,7,11 +stoneje01,1990,1,BOS,AL,10,2,1,1,0,0,0,1,0,1,0,1,0,0,0,0,0 +stottme02,1990,1,KCA,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stottto01,1990,1,TOR,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +strawda01,1990,1,NYN,NL,152,542,92,150,18,1,37,108,15,8,70,110,15,4,0,5,5 +stubbfr01,1990,1,HOU,NL,146,448,59,117,23,2,23,71,19,6,48,114,3,2,1,2,4 +surhobj01,1990,1,ML4,AL,135,474,55,131,21,4,6,59,18,7,41,37,5,1,7,7,8 +sutclri01,1990,1,CHN,NL,5,5,0,0,0,0,0,0,0,0,2,2,0,0,1,0,0 +sutkogl01,1990,1,CIN,NL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +sveumda01,1990,1,ML4,AL,48,117,15,23,7,0,1,12,0,1,12,30,0,2,0,2,2 +swanru01,1990,1,SFN,NL,2,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +swanru01,1990,2,SEA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +swiftbi02,1990,1,SEA,AL,55,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +swindgr01,1990,1,CLE,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tablepa01,1990,1,KCA,AL,75,195,12,53,14,0,1,19,0,2,20,21,2,1,0,3,8 +tablepa01,1990,2,NYN,NL,17,43,6,12,1,1,1,10,0,0,3,8,0,1,0,0,0 +tananfr01,1990,1,DET,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tapanke01,1990,1,MIN,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tartada01,1990,1,KCA,AL,88,313,41,84,19,0,15,60,1,1,36,93,0,0,0,3,9 +taylodo01,1990,1,BAL,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +telfoan01,1990,1,BAL,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +templga01,1990,1,SDN,NL,144,505,45,125,25,3,9,59,1,4,24,59,7,0,8,4,17 +terrewa01,1990,1,PIT,NL,16,28,0,3,0,0,0,0,0,0,1,13,0,0,1,0,1 +terrewa01,1990,2,DET,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +terrysc01,1990,1,SLN,NL,50,11,2,5,1,0,0,0,0,0,0,3,0,0,1,0,0 +tettlmi01,1990,1,BAL,AL,135,444,68,99,21,2,15,51,2,4,106,160,3,5,0,4,7 +teufeti01,1990,1,NYN,NL,80,175,28,43,11,0,10,24,0,0,15,33,1,0,1,1,5 +tewksbo01,1990,1,SLN,NL,28,41,2,7,1,0,0,2,0,0,4,18,0,0,9,0,1 +thigpbo01,1990,1,CHA,AL,77,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thomaan01,1990,1,ATL,NL,84,278,26,61,8,0,5,30,2,1,11,43,2,0,0,1,10 +thomafr04,1990,1,CHA,AL,60,191,39,63,11,3,7,31,0,1,44,54,0,2,0,3,5 +thompmi02,1990,1,SLN,NL,135,418,42,91,14,7,6,30,25,5,39,60,5,5,1,0,4 +thompri01,1990,1,MON,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thompro01,1990,1,SFN,NL,144,498,67,122,22,3,15,56,14,4,34,96,1,6,8,3,9 +thondi01,1990,1,PHI,NL,149,552,54,141,20,4,8,48,12,5,37,77,10,3,1,2,14 +thornlo01,1990,1,NYN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thurmga01,1990,1,KCA,AL,23,60,5,14,3,0,0,3,1,1,2,12,0,0,1,0,2 +thurmma01,1990,1,SFN,NL,43,5,0,0,0,0,0,1,0,0,0,4,0,0,0,1,0 +tibbsja01,1990,1,BAL,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tibbsja01,1990,2,PIT,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tinglro01,1990,1,CAL,AL,5,3,0,0,0,0,0,0,0,0,1,1,0,0,0,0,1 +tollewa01,1990,1,NYA,AL,73,74,12,11,1,1,0,4,1,0,6,21,0,0,2,1,0 +tomlira01,1990,1,PIT,NL,12,25,1,1,1,0,0,0,0,0,1,7,0,0,2,0,1 +torveke01,1990,1,NYN,NL,20,38,0,11,4,0,0,2,0,0,4,9,0,2,0,0,1 +trammal01,1990,1,DET,AL,146,559,71,170,37,1,14,89,12,10,68,55,7,1,3,6,11 +traxlbr01,1990,1,LAN,NL,9,11,0,1,1,0,0,0,0,0,0,4,0,0,0,0,0 +treadje01,1990,1,ATL,NL,128,474,56,134,20,2,11,59,3,4,25,42,1,3,5,4,10 +trevial01,1990,1,HOU,NL,42,69,3,13,3,0,1,10,0,1,6,11,1,2,1,2,2 +trevial01,1990,2,NYN,NL,9,10,0,3,1,0,0,2,0,0,1,0,0,0,0,1,0 +trevial01,1990,3,CIN,NL,7,7,0,3,1,0,0,1,0,0,0,0,0,1,0,0,0 +tudorjo01,1990,1,SLN,NL,25,46,3,7,2,0,0,3,0,0,2,19,0,0,7,0,0 +uribejo01,1990,1,SFN,NL,138,415,35,103,8,6,1,24,5,9,29,49,13,0,4,0,8 +valdeef01,1990,1,CLE,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +valdera01,1990,1,SDN,NL,3,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +valdese01,1990,1,ATL,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +valdese01,1990,2,CLE,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +valenfe01,1990,1,LAN,NL,35,69,8,21,5,0,1,11,0,0,1,12,0,0,7,1,0 +valerju01,1990,1,NYN,NL,3,5,0,1,0,0,0,2,0,0,0,1,0,0,0,0,0 +valleda01,1990,1,SEA,AL,107,308,37,66,15,0,7,33,1,2,45,48,0,7,4,0,11 +vanslan01,1990,1,PIT,NL,136,493,67,140,26,6,17,77,14,4,66,89,2,1,3,4,6 +varshga01,1990,1,CHN,NL,46,48,10,12,4,0,0,1,2,0,1,6,1,0,0,0,1 +vatchji01,1990,1,PHI,NL,36,46,5,12,1,0,1,4,0,0,4,6,0,0,0,0,1 +vatchji01,1990,2,ATL,NL,21,27,2,7,1,1,0,3,0,0,1,9,0,0,0,0,0 +vaughgr01,1990,1,ML4,AL,120,382,51,84,26,2,17,61,7,4,33,91,1,1,7,6,11 +velarra01,1990,1,NYA,AL,95,229,21,48,6,2,5,19,0,3,20,53,0,1,2,1,6 +venabma01,1990,1,CAL,AL,93,189,26,49,9,3,4,21,5,1,24,31,2,0,7,2,3 +venturo01,1990,1,CHA,AL,150,493,48,123,17,1,5,54,1,4,55,53,2,1,13,3,5 +veresra01,1990,1,ML4,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +villahe01,1990,1,CHN,NL,52,114,14,31,4,1,7,18,1,0,4,27,2,2,0,0,3 +violafr01,1990,1,NYN,NL,35,85,4,13,0,0,0,4,0,0,0,20,0,0,7,0,1 +virgioz02,1990,1,TOR,AL,3,5,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +vizcajo01,1990,1,LAN,NL,37,51,3,14,1,1,0,2,1,1,4,8,1,0,0,0,1 +vizquom01,1990,1,SEA,AL,81,255,19,63,3,2,2,18,4,1,18,22,0,0,10,2,7 +vosbeed01,1990,1,SFN,NL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wagnehe02,1990,1,KCA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +walewji01,1990,1,NYA,AL,9,5,1,1,1,0,0,1,1,1,0,0,0,0,0,0,0 +walkbo01,1990,1,PIT,NL,26,37,3,6,1,0,0,4,0,0,1,13,0,1,10,0,1 +walkegr01,1990,1,CHA,AL,2,5,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +walkegr01,1990,2,BAL,AL,14,34,2,5,0,0,0,2,1,0,3,9,0,1,0,0,2 +walkela01,1990,1,MON,NL,133,419,59,101,18,3,19,51,21,7,49,112,5,5,3,2,8 +walkemi01,1990,1,CLE,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wallati01,1990,1,MON,NL,161,626,69,185,37,5,21,98,6,9,42,80,11,3,0,7,12 +wallide01,1990,1,SLN,NL,78,127,7,28,5,0,1,19,0,0,8,15,0,0,1,1,5 +walshda01,1990,1,LAN,NL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +waltoje01,1990,1,CHN,NL,101,392,63,103,16,2,2,21,14,7,50,70,1,4,1,2,4 +wapnist01,1990,1,DET,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wardco02,1990,1,CLE,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +warddu01,1990,1,TOR,AL,73,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wardga01,1990,1,DET,AL,106,309,32,79,11,2,9,46,2,0,30,50,0,1,2,2,12 +wardtu01,1990,1,CLE,AL,14,46,10,16,2,1,1,10,3,0,3,8,0,0,0,0,1 +washicl01,1990,1,CAL,AL,12,34,3,6,1,0,1,3,1,0,2,8,0,0,0,0,1 +washicl01,1990,2,NYA,AL,33,80,4,13,1,1,0,6,3,1,2,17,1,0,0,1,1 +waynega01,1990,1,MIN,AL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +webstle01,1990,1,MIN,AL,2,6,1,2,1,0,0,0,0,0,1,1,0,0,0,0,0 +webstmi01,1990,1,CLE,AL,128,437,58,110,20,6,12,55,22,6,20,61,1,3,11,6,5 +wegmabi01,1990,1,ML4,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +weisswa01,1990,1,OAK,AL,138,445,50,118,17,1,2,35,9,3,46,53,5,4,6,4,7 +welchbo01,1990,1,OAK,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wellsda01,1990,1,TOR,AL,43,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wellste01,1990,1,LAN,NL,5,7,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +westda01,1990,1,MIN,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +westomi01,1990,1,BAL,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wettejo01,1990,1,LAN,NL,22,7,2,1,0,0,1,3,0,0,0,1,0,0,1,0,0 +whitalo01,1990,1,DET,AL,132,472,75,112,22,2,18,60,8,2,74,71,7,0,1,5,10 +whitede03,1990,1,CAL,AL,125,443,57,96,17,3,11,44,21,6,44,116,5,3,10,3,6 +whitefr01,1990,1,KCA,AL,82,241,20,52,14,1,2,21,1,0,10,32,0,3,0,3,7 +whitema01,1990,1,TOR,AL,33,88,12,24,1,1,2,7,2,0,7,14,0,0,0,1,2 +whitewa02,1990,1,NYN,NL,38,8,0,2,0,0,0,0,0,0,0,0,0,0,1,0,0 +whitsed01,1990,1,SDN,NL,33,67,6,10,1,0,1,4,0,0,2,16,0,0,13,0,1 +whitter01,1990,1,ATL,NL,67,180,14,31,8,0,2,10,0,2,23,27,1,0,0,1,6 +wickake01,1990,1,CLE,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wilkecu01,1990,1,CHN,NL,77,186,21,41,5,1,0,16,2,2,7,36,2,0,3,0,4 +wilkide01,1990,1,CHN,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +willaje01,1990,1,CHA,AL,3,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +willied01,1990,1,SDN,NL,14,42,5,12,3,0,3,4,0,1,5,6,2,0,0,0,1 +willike02,1990,1,DET,AL,57,83,10,11,2,0,0,5,2,2,3,24,0,1,0,1,0 +willike02,1990,2,TOR,AL,49,72,13,14,6,1,0,8,7,2,7,18,0,1,0,1,1 +willima04,1990,1,SFN,NL,159,617,87,171,27,2,33,122,7,4,33,138,9,7,2,5,13 +willima05,1990,1,BAL,AL,49,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +willimi02,1990,1,CHN,NL,59,5,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +willsfr01,1990,1,TOR,AL,44,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wilsocr01,1990,1,SLN,NL,55,121,13,30,2,0,0,7,0,2,8,14,0,0,0,2,7 +wilsogl01,1990,1,HOU,NL,118,368,42,90,14,0,10,55,0,3,26,64,1,1,0,4,16 +wilsomo01,1990,1,TOR,AL,147,588,81,156,36,4,3,51,23,4,31,102,0,0,6,4,10 +wilsost01,1990,1,CHN,NL,45,37,3,6,1,0,0,3,0,0,3,11,0,0,5,0,0 +wilsotr01,1990,1,SFN,NL,27,29,2,4,0,0,0,0,0,0,2,10,0,0,5,0,0 +wilsowi02,1990,1,KCA,AL,115,307,49,89,13,3,2,42,24,6,30,57,1,2,3,3,4 +winfida01,1990,1,NYA,AL,20,61,7,13,3,0,2,6,0,0,4,13,0,1,0,1,2 +winfida01,1990,2,CAL,AL,112,414,63,114,18,2,19,72,0,1,48,68,3,1,1,6,15 +winnihe01,1990,1,CIN,NL,84,160,20,41,8,5,3,17,6,4,14,31,1,0,2,1,0 +wittbo01,1990,1,TEX,AL,35,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wittmi01,1990,1,CAL,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wittmi01,1990,2,NYA,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +worthcr01,1990,1,BAL,AL,133,425,46,96,17,0,8,44,1,2,63,96,2,3,7,3,13 +wronari01,1990,1,CHN,NL,16,29,3,5,0,0,0,0,1,0,2,11,1,0,1,0,0 +wynnema01,1990,1,CHN,NL,92,186,21,38,8,2,4,19,3,2,14,25,3,1,1,0,4 +yeldier01,1990,1,HOU,NL,142,511,69,130,9,5,1,28,64,25,39,87,1,0,4,5,11 +yettri01,1990,1,MIN,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +yorkmi01,1990,1,PIT,NL,4,3,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +youngcl01,1990,1,CAL,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +youngcu01,1990,1,OAK,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +youngge02,1990,1,HOU,NL,57,154,15,27,4,1,1,4,6,3,20,23,0,0,4,1,3 +youngma01,1990,1,SEA,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +yountro01,1990,1,ML4,AL,158,587,98,145,17,5,17,77,15,8,78,89,6,6,4,8,7 +zeileto01,1990,1,SLN,NL,144,495,62,121,25,3,15,57,2,4,67,77,3,2,0,6,11 +abbotji01,1991,1,CAL,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +abbotky01,1991,1,CAL,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +abbotpa01,1991,1,MIN,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +abnersh01,1991,1,SDN,NL,53,115,15,19,4,1,1,5,0,0,7,25,4,1,1,1,3 +abnersh01,1991,2,CAL,AL,41,101,12,23,6,1,2,9,1,2,4,18,0,0,0,0,3 +ackerji01,1991,1,TOR,AL,54,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +afenitr01,1991,1,OAK,AL,5,11,0,1,0,0,0,0,0,0,0,2,0,0,0,0,1 +agostju01,1991,1,SLN,NL,72,3,0,1,0,0,0,0,0,0,1,2,0,0,0,0,0 +aguilri01,1991,1,MIN,AL,63,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +akerfda01,1991,1,PHI,NL,30,3,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +aldremi01,1991,1,SDN,NL,12,15,2,0,0,0,0,1,0,1,3,4,0,0,0,0,1 +aldremi01,1991,2,CLE,AL,85,183,22,48,6,1,1,19,1,2,36,37,1,0,1,2,0 +aldresc01,1991,1,DET,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +alexage01,1991,1,TEX,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +alicelu01,1991,1,SLN,NL,56,68,5,13,3,0,0,0,0,1,8,19,0,0,0,0,0 +allanan01,1991,1,DET,AL,60,151,10,35,10,0,1,16,0,1,7,31,0,0,2,0,3 +allisda01,1991,1,OAK,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +allrebe01,1991,1,CLE,AL,48,125,17,29,3,0,3,12,2,2,25,35,2,1,3,2,1 +alomaro01,1991,1,TOR,AL,161,637,88,188,41,11,9,69,53,11,57,86,3,4,16,5,5 +alomasa02,1991,1,CLE,AL,51,184,10,40,9,0,0,7,0,4,8,24,1,4,2,1,4 +alvarwi01,1991,1,CHA,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +amarari01,1991,1,SEA,AL,14,16,2,1,0,0,0,0,0,0,1,5,0,1,0,0,1 +amaroru02,1991,1,CAL,AL,10,23,0,5,1,0,0,2,0,0,3,3,1,0,0,0,1 +anderal02,1991,1,MIN,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +anderbr01,1991,1,BAL,AL,113,256,40,59,12,3,2,27,12,5,38,44,0,5,11,3,1 +anderda02,1991,1,SFN,NL,100,226,24,56,5,2,2,13,2,4,12,35,2,0,2,0,8 +anderla02,1991,1,SDN,NL,38,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +anthoer01,1991,1,HOU,NL,39,118,11,18,6,0,1,7,1,0,12,41,1,0,0,2,2 +appieke01,1991,1,KCA,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +aquinlu01,1991,1,KCA,AL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +armstja01,1991,1,CIN,NL,27,43,3,4,1,0,0,2,0,0,1,18,0,0,5,0,1 +arnsbbr01,1991,1,TEX,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ashbyan01,1991,1,PHI,NL,8,12,0,1,0,0,0,0,0,0,0,9,0,0,1,0,0 +assenpa01,1991,1,CHN,NL,75,4,1,1,0,0,0,0,0,0,1,1,0,0,0,0,0 +augusdo01,1991,1,ML4,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +austiji02,1991,1,ML4,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +averyst01,1991,1,ATL,NL,37,79,4,17,1,1,0,2,1,0,4,31,0,0,5,0,1 +azocaos01,1991,1,SDN,NL,38,57,5,14,2,0,0,9,2,0,1,9,1,1,0,1,1 +backmwa01,1991,1,PHI,NL,94,185,20,45,12,0,0,15,3,2,30,30,0,0,2,3,2 +baergca01,1991,1,CLE,AL,158,593,80,171,28,2,11,69,3,2,48,74,5,6,4,3,12 +bagweje01,1991,1,HOU,NL,156,554,79,163,26,4,15,82,7,4,75,116,5,13,1,7,12 +bailesc01,1991,1,CAL,AL,42,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +baineha01,1991,1,OAK,AL,141,488,76,144,25,1,20,90,0,1,72,67,22,1,0,5,12 +ballaje01,1991,1,BAL,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +banisje01,1991,1,PIT,NL,1,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +bankhsc01,1991,1,SEA,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bankswi01,1991,1,MIN,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bannifl01,1991,1,CAL,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barbebr01,1991,1,MON,NL,57,136,16,48,12,2,2,18,0,0,20,22,2,2,1,3,4 +barfije01,1991,1,NYA,AL,84,284,37,64,12,0,17,48,1,0,36,80,6,0,0,1,11 +barfijo01,1991,1,TEX,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barnebr01,1991,1,MON,NL,28,49,1,4,0,0,0,1,0,0,7,19,0,0,3,0,0 +barnesk01,1991,1,DET,AL,75,159,28,46,13,2,5,17,10,7,9,24,1,0,2,1,1 +barrema02,1991,1,SDN,NL,12,16,1,3,1,0,1,3,0,0,0,3,0,1,0,0,0 +basske01,1991,1,SFN,NL,124,361,43,84,10,4,10,40,7,4,36,56,8,4,2,3,12 +batiski01,1991,1,PHI,NL,10,27,2,6,0,0,0,1,0,1,1,8,1,0,0,0,0 +bautijo01,1991,1,BAL,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +beaslch01,1991,1,CAL,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +beattbl01,1991,1,NYN,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +beckro01,1991,1,SFN,NL,31,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +bedrost01,1991,1,MIN,AL,56,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +belchti01,1991,1,LAN,NL,33,67,3,8,2,0,0,3,0,0,0,26,0,0,7,0,1 +belinst01,1991,1,PIT,NL,60,7,0,0,0,0,0,1,0,0,2,5,0,0,2,0,1 +bellde01,1991,1,TOR,AL,18,28,5,4,0,0,0,1,3,2,6,5,0,1,0,0,0 +belleal01,1991,1,CLE,AL,123,461,60,130,31,2,28,95,3,1,25,99,2,5,0,5,24 +beller01,1991,1,CLE,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bellge02,1991,1,CHN,NL,149,558,63,159,27,0,25,86,2,6,32,62,6,4,0,9,10 +bellira01,1991,1,ATL,NL,149,353,36,88,9,2,0,27,3,1,22,63,2,2,7,1,4 +bellja01,1991,1,PIT,NL,157,608,96,164,32,8,16,67,10,6,52,99,1,4,30,3,15 +bellju01,1991,1,BAL,AL,100,209,26,36,9,2,1,15,0,0,8,51,0,0,4,2,1 +bellmi01,1991,1,ATL,NL,17,30,4,4,0,0,1,1,1,0,2,7,0,0,0,0,2 +beltres01,1991,1,CHA,AL,8,6,0,1,0,0,0,0,1,0,1,1,0,0,0,0,0 +benavfr01,1991,1,CIN,NL,24,63,11,18,1,0,0,3,1,0,1,15,1,1,1,1,1 +benesan01,1991,1,SDN,NL,33,62,4,2,0,0,1,1,0,0,6,29,0,2,7,0,2 +benjami01,1991,1,SFN,NL,54,106,12,13,3,0,2,8,3,0,7,26,2,2,3,2,1 +benzito01,1991,1,CIN,NL,51,123,7,23,3,2,1,11,2,0,10,20,2,0,1,2,2 +benzito01,1991,2,KCA,AL,78,293,29,86,15,3,2,40,2,6,17,46,2,3,1,1,5 +berenju01,1991,1,ATL,NL,49,5,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +bergmda01,1991,1,DET,AL,86,194,23,46,10,1,7,29,1,1,35,40,2,0,0,2,2 +bernato01,1991,1,DET,AL,6,12,0,2,0,0,0,0,0,0,0,4,0,0,0,0,0 +berryda01,1991,1,CHN,NL,62,159,13,30,7,0,5,14,1,2,11,41,1,1,0,1,2 +berryda01,1991,2,ATL,NL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +berryse01,1991,1,KCA,AL,31,60,5,8,3,0,0,1,0,0,5,23,0,1,0,0,1 +bicheda01,1991,1,ML4,AL,134,445,53,106,18,3,15,59,14,8,22,107,4,1,1,6,9 +bielemi01,1991,1,CHN,NL,39,46,1,3,0,0,0,7,0,0,3,21,0,0,4,0,1 +bielemi01,1991,2,ATL,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +biggicr01,1991,1,HOU,NL,149,546,79,161,23,4,4,46,19,6,53,71,3,2,5,3,2 +bilarda01,1991,1,SDN,NL,15,26,4,7,2,1,0,5,0,0,3,4,0,0,0,0,0 +bitkejo01,1991,1,TEX,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +blackbu02,1991,1,SFN,NL,35,71,3,13,3,0,0,6,0,0,0,20,0,0,9,0,0 +blairwi01,1991,1,CLE,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +blankla02,1991,1,OAK,AL,90,185,33,46,8,0,3,21,12,3,23,42,0,3,2,3,2 +blausje01,1991,1,ATL,NL,129,352,49,91,14,3,11,54,5,6,54,59,4,2,4,3,4 +blowemi01,1991,1,NYA,AL,15,35,3,7,0,0,1,1,0,0,4,3,0,0,1,0,1 +boddimi01,1991,1,KCA,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +boevejo01,1991,1,PHI,NL,68,3,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +boggswa01,1991,1,BOS,AL,144,546,93,181,42,2,8,51,1,2,89,32,25,0,0,6,16 +bohanbr01,1991,1,TEX,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +boltoto01,1991,1,BOS,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bondsba01,1991,1,PIT,NL,153,510,95,149,28,5,25,116,43,13,107,73,25,4,0,13,8 +bonesri01,1991,1,SDN,NL,11,13,1,1,0,0,0,1,0,0,2,5,0,0,4,0,0 +bonilbo01,1991,1,PIT,NL,157,577,102,174,44,6,18,100,2,4,90,67,8,2,0,11,14 +bookero01,1991,1,PHI,NL,28,53,3,12,1,0,0,7,0,0,1,7,1,0,1,1,1 +bordepa01,1991,1,TOR,AL,105,291,22,71,17,0,5,36,0,0,11,45,1,1,6,3,8 +bordimi01,1991,1,OAK,AL,90,235,21,56,5,1,0,21,3,4,14,37,0,3,12,1,3 +bosioch01,1991,1,ML4,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +boskish01,1991,1,CHN,NL,30,41,3,7,0,1,1,2,0,0,3,15,0,0,3,0,0 +bostoda01,1991,1,NYN,NL,137,255,40,70,16,4,4,21,15,8,30,42,0,0,0,1,2 +bouchde01,1991,1,TOR,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bouchde01,1991,2,CLE,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bowenry01,1991,1,HOU,NL,17,22,2,4,1,0,0,0,0,0,3,11,0,0,1,0,0 +boydoi01,1991,1,MON,NL,19,36,1,3,0,0,0,2,0,0,3,19,0,0,3,0,0 +boydoi01,1991,2,TEX,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bradlsc01,1991,1,SEA,AL,83,172,10,35,7,0,0,11,0,0,19,19,2,0,5,2,2 +bragggl01,1991,1,CIN,NL,85,250,36,65,10,0,11,39,11,3,23,46,3,2,0,4,4 +brantcl01,1991,1,PHI,NL,6,8,0,0,0,0,0,0,0,0,0,4,0,0,2,0,0 +brantje01,1991,1,SFN,NL,67,3,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +breamsi01,1991,1,ATL,NL,91,265,32,67,12,0,11,45,0,3,25,31,5,0,4,4,8 +brettge01,1991,1,KCA,AL,131,505,77,129,40,2,10,61,2,0,58,75,10,0,1,8,20 +brewero01,1991,1,SLN,NL,19,13,0,1,0,0,0,1,0,0,0,5,0,0,0,0,0 +brilegr01,1991,1,SEA,AL,139,381,39,99,17,3,2,26,23,11,27,51,0,0,1,3,7 +briscjo01,1991,1,OAK,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brockgr01,1991,1,ML4,AL,31,60,9,17,4,0,1,6,1,1,14,9,1,0,1,0,1 +brookhu01,1991,1,NYN,NL,103,357,48,85,11,1,16,50,3,1,44,62,8,3,0,3,7 +brosisc01,1991,1,OAK,AL,36,68,9,16,5,0,2,4,3,1,3,11,0,0,1,0,2 +brosste01,1991,1,NYN,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brownja03,1991,1,MIN,AL,38,37,10,8,0,0,0,0,7,1,2,8,0,0,1,0,0 +brownje01,1991,1,CLE,AL,107,290,28,66,5,2,1,29,2,4,27,29,0,1,12,4,5 +brownke01,1991,1,TEX,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brownke02,1991,1,CIN,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brownke03,1991,1,ML4,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brownto05,1991,1,CIN,NL,36,70,3,12,3,0,1,5,0,1,3,19,0,0,10,0,0 +brumlmi02,1991,1,BOS,AL,63,118,16,25,5,0,0,5,2,0,10,22,0,0,4,0,0 +brunato01,1991,1,BOS,AL,142,459,54,105,24,1,16,70,1,2,49,72,2,3,0,8,8 +buechst01,1991,1,TEX,AL,121,416,58,111,17,2,18,66,0,4,39,69,4,5,10,2,11 +buechst01,1991,2,PIT,NL,31,114,16,28,5,1,4,19,0,1,10,28,0,2,1,1,3 +buhneja01,1991,1,SEA,AL,137,406,64,99,14,4,27,77,0,1,53,117,5,6,2,4,10 +bullesc01,1991,1,PIT,NL,11,4,2,0,0,0,0,0,1,1,0,3,0,1,0,0,0 +bulloer01,1991,1,MON,NL,73,72,6,16,4,0,1,6,6,1,9,13,0,0,0,1,3 +burbada01,1991,1,SEA,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +burkejo03,1991,1,SFN,NL,36,55,0,5,1,0,0,1,0,0,3,26,0,0,9,0,0 +burketi01,1991,1,MON,NL,37,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +burketi01,1991,2,NYN,NL,35,5,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +burksel01,1991,1,BOS,AL,130,474,56,119,33,3,14,56,6,11,39,81,2,6,2,3,7 +burnsto02,1991,1,OAK,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bushra01,1991,1,MIN,AL,93,165,21,50,10,1,6,23,0,2,24,25,3,3,0,0,5 +butlebr01,1991,1,LAN,NL,161,615,112,182,13,5,2,38,38,28,108,79,4,1,4,2,3 +cabrefr01,1991,1,ATL,NL,44,95,7,23,6,0,4,23,1,1,6,20,0,0,0,1,5 +cadargr01,1991,1,NYA,AL,68,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +caldeiv01,1991,1,MON,NL,134,470,69,141,22,3,19,75,31,16,53,64,4,3,1,10,7 +caminke01,1991,1,HOU,NL,152,574,65,145,30,3,13,80,4,5,46,85,7,5,3,4,18 +campbke01,1991,1,OAK,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +campusi01,1991,1,PHI,NL,15,35,2,4,0,0,1,2,0,0,1,10,0,0,1,0,0 +canalge01,1991,1,ML4,AL,21,34,6,6,2,0,3,10,0,0,8,6,0,0,0,2,5 +candaca01,1991,1,HOU,NL,151,461,44,121,20,7,4,50,9,3,40,49,7,0,1,3,5 +candejo01,1991,1,LAN,NL,59,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +candito01,1991,1,CLE,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +candito01,1991,2,TOR,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cansejo01,1991,1,OAK,AL,154,572,115,152,32,1,44,122,26,6,78,152,7,9,0,6,16 +capelmi01,1991,1,HOU,NL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +caprani01,1991,1,TEX,AL,2,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +carmado01,1991,1,CIN,NL,28,5,0,0,0,0,0,1,0,0,0,3,0,0,0,0,0 +carpecr01,1991,1,SLN,NL,59,3,0,1,0,0,0,1,0,0,0,0,0,0,0,0,1 +carrch02,1991,1,NYN,NL,12,11,1,2,0,0,0,1,1,0,0,2,0,0,0,0,0 +carream01,1991,1,PHI,NL,3,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +carrema01,1991,1,NYN,NL,106,254,18,66,6,0,4,21,2,1,12,26,2,2,1,1,13 +carrima01,1991,1,ML4,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cartega01,1991,1,LAN,NL,101,248,22,61,14,0,6,26,2,2,22,26,1,7,1,2,11 +carteje01,1991,1,CHA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cartejo01,1991,1,TOR,AL,162,638,89,174,42,3,33,108,20,9,49,112,12,10,0,9,6 +carych01,1991,1,NYA,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +casiala01,1991,1,MIN,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +castibr01,1991,1,PHI,NL,28,52,3,9,3,0,0,2,1,1,1,15,0,0,0,0,1 +castica01,1991,1,MIN,AL,9,12,0,2,0,1,0,0,0,0,0,2,0,1,0,0,0 +castifr01,1991,1,CHN,NL,18,35,0,5,0,0,0,1,0,1,2,13,0,0,6,0,0 +castito02,1991,1,ATL,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +castito02,1991,2,NYN,NL,10,4,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0 +castivi02,1991,1,ATL,NL,12,5,1,1,0,0,0,0,0,0,0,2,0,0,1,0,0 +cedenan01,1991,1,HOU,NL,67,251,27,61,13,2,9,36,4,3,9,74,1,1,1,2,3 +ceronri01,1991,1,NYN,NL,90,227,18,62,13,0,2,16,1,1,30,24,2,1,0,0,9 +cerutjo01,1991,1,DET,AL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chambwe01,1991,1,PHI,NL,101,383,51,92,16,3,13,50,9,4,31,73,0,2,1,0,8 +chapida01,1991,1,NYA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +charlno01,1991,1,CIN,NL,41,23,1,1,1,0,0,0,0,0,0,10,0,0,4,0,0 +chiamsc01,1991,1,TEX,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chitrst01,1991,1,OAK,AL,56,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chrismi02,1991,1,LAN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clancji01,1991,1,HOU,NL,30,3,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +clancji01,1991,2,ATL,NL,24,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +clarkda05,1991,1,KCA,AL,11,10,1,2,0,0,0,1,0,0,1,1,0,0,0,0,0 +clarkja01,1991,1,BOS,AL,140,481,75,120,18,1,28,87,0,2,96,133,3,3,0,5,17 +clarkje01,1991,1,SDN,NL,118,369,26,84,16,0,10,47,2,1,31,90,2,6,1,4,10 +clarkma01,1991,1,SLN,NL,7,7,0,0,0,0,0,0,0,0,0,2,0,0,1,0,1 +clarkwi02,1991,1,SFN,NL,148,565,84,170,32,7,29,116,4,2,51,91,12,2,0,4,5 +claytro01,1991,1,SFN,NL,9,26,0,3,1,0,0,2,0,0,1,6,0,0,0,0,1 +clemepa01,1991,1,SDN,NL,12,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +clemero02,1991,1,BOS,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cochrda01,1991,1,SEA,AL,65,178,16,44,13,0,2,22,0,1,9,38,0,1,1,1,3 +coleal01,1991,1,CLE,AL,122,387,58,114,17,3,0,21,27,17,58,47,2,1,4,2,8 +colemvi01,1991,1,NYN,NL,72,278,45,71,7,5,1,17,37,14,39,47,0,0,1,0,3 +colesda01,1991,1,SFN,NL,11,14,1,3,0,0,0,0,0,0,0,2,0,0,0,0,1 +colest01,1991,1,KCA,AL,9,7,1,1,0,0,0,0,0,0,2,2,0,0,0,0,0 +combspa01,1991,1,PHI,NL,14,15,5,2,0,0,0,0,0,0,2,7,0,1,2,0,0 +comstke01,1991,1,SEA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +coneda01,1991,1,NYN,NL,34,72,3,9,0,0,0,5,0,0,3,14,0,2,6,1,3 +cookde01,1991,1,LAN,NL,20,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +coolbsc01,1991,1,SDN,NL,60,180,12,39,8,1,2,15,0,3,19,45,2,1,4,1,8 +coopega02,1991,1,HOU,NL,9,16,1,4,1,0,0,2,0,0,3,6,0,0,0,0,0 +coopesc01,1991,1,BOS,AL,14,35,6,16,4,2,0,7,0,0,2,2,0,0,0,0,0 +corajo01,1991,1,CHA,AL,100,228,37,55,2,3,0,18,11,6,20,21,0,5,8,3,1 +corbiar01,1991,1,KCA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cormirh01,1991,1,SLN,NL,11,21,2,5,0,0,0,1,0,0,0,5,0,0,1,0,0 +corsiji01,1991,1,HOU,NL,47,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +costejo01,1991,1,SDN,NL,27,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +cottohe01,1991,1,SEA,AL,66,177,35,54,6,2,6,23,16,3,10,27,0,2,2,1,7 +coxda01,1991,1,PHI,NL,23,29,4,3,0,0,0,1,0,0,2,16,0,0,4,0,0 +crawfst01,1991,1,KCA,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +crewsti01,1991,1,LAN,NL,60,1,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +crimch01,1991,1,ML4,AL,66,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cromawa01,1991,1,KCA,AL,69,131,13,41,7,2,1,20,1,3,15,18,0,0,1,1,3 +cronch01,1991,1,CAL,AL,6,15,0,2,0,0,0,0,0,0,2,5,0,0,0,0,0 +cuylemi01,1991,1,DET,AL,154,475,77,122,15,7,3,33,41,10,52,92,0,5,12,2,4 +daltomi01,1991,1,DET,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +danieka01,1991,1,LAN,NL,137,461,54,115,15,1,17,73,6,1,63,116,4,1,0,6,9 +darliro01,1991,1,NYN,NL,17,34,0,4,3,0,0,1,0,0,0,14,0,0,5,0,0 +darliro01,1991,2,MON,NL,3,6,0,1,1,0,0,2,0,0,0,2,0,0,1,0,0 +darliro01,1991,3,OAK,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +darwida01,1991,1,BOS,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dascedo01,1991,1,CHN,NL,118,239,40,61,11,0,1,18,14,7,24,26,2,2,6,1,3 +daughja01,1991,1,TEX,AL,58,144,8,28,3,2,1,11,1,0,16,23,1,0,4,3,2 +daultda01,1991,1,PHI,NL,89,285,36,56,12,0,12,42,5,0,41,66,4,2,2,5,4 +davidma01,1991,1,HOU,NL,85,142,10,27,6,0,2,15,0,0,12,28,0,2,0,0,2 +davisal01,1991,1,SEA,AL,145,462,39,102,15,1,12,69,0,3,56,78,9,0,0,10,8 +davisbu02,1991,1,LAN,NL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +davisch01,1991,1,MIN,AL,153,534,84,148,34,1,29,93,5,6,95,117,13,1,0,4,9 +daviser01,1991,1,CIN,NL,89,285,39,67,10,0,11,33,14,2,48,92,5,5,0,2,4 +davisgl01,1991,1,BAL,AL,49,176,29,40,9,1,10,28,4,0,16,29,0,5,0,2,2 +davisma01,1991,1,KCA,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +davisma02,1991,1,CAL,AL,3,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +davisst02,1991,1,KCA,AL,51,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dawsoan01,1991,1,CHN,NL,149,563,69,153,21,4,31,104,4,5,22,80,3,5,0,6,10 +dayleke01,1991,1,TOR,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +deckest01,1991,1,SFN,NL,79,233,11,48,7,1,5,24,0,1,16,44,1,3,2,4,7 +deerro01,1991,1,DET,AL,134,448,64,80,14,2,25,64,1,3,89,175,1,0,0,2,3 +dejesjo01,1991,1,PHI,NL,31,62,3,8,0,0,0,4,0,0,2,39,0,0,4,0,0 +delarfr01,1991,1,BAL,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +deleojo01,1991,1,SLN,NL,28,46,0,2,0,0,0,0,0,0,0,17,0,0,5,0,0 +deloslu01,1991,1,DET,AL,16,30,1,5,2,0,0,0,0,0,2,4,0,0,0,0,2 +delucri01,1991,1,SEA,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dempsri01,1991,1,ML4,AL,61,147,15,34,5,0,4,21,0,2,23,20,1,0,1,3,7 +deshaji01,1991,1,HOU,NL,28,41,1,4,0,0,0,0,0,0,4,16,0,0,8,0,1 +deshide01,1991,1,MON,NL,151,563,83,134,15,4,10,51,56,23,95,151,2,2,8,5,6 +devermi01,1991,1,BAL,AL,149,608,82,158,27,10,19,59,16,9,47,115,2,2,7,4,13 +diazma01,1991,1,TEX,AL,96,182,24,48,7,0,1,22,0,1,15,18,0,0,4,1,5 +dibblro01,1991,1,CIN,NL,67,2,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +disarga01,1991,1,CAL,AL,18,57,5,12,2,0,0,3,0,0,3,4,0,2,2,0,0 +donnech01,1991,1,NYN,NL,37,89,7,20,2,0,0,5,1,1,14,19,1,0,1,0,0 +dopsojo01,1991,1,BOS,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +doranbi02,1991,1,CIN,NL,111,361,51,101,12,2,6,35,5,4,46,39,1,0,0,3,4 +dorsebr01,1991,1,SDN,NL,11,12,0,1,0,0,0,1,0,0,0,3,0,0,0,0,0 +downibr01,1991,1,TEX,AL,123,407,76,113,17,2,17,49,1,1,58,70,7,8,1,2,7 +downske01,1991,1,SFN,NL,45,23,3,2,0,0,0,1,0,0,1,5,0,0,2,0,0 +drabedo01,1991,1,PIT,NL,36,84,6,15,1,0,0,2,0,0,1,28,0,0,4,0,0 +drahmbr01,1991,1,CHA,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dreesto01,1991,1,CHA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dresski01,1991,1,OAK,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +duceyro01,1991,1,TOR,AL,39,68,8,16,2,2,1,4,2,0,6,26,0,0,1,0,1 +duncama01,1991,1,CIN,NL,100,333,46,86,7,4,12,40,5,4,12,57,0,3,5,3,0 +dunstsh01,1991,1,CHN,NL,142,492,59,128,22,7,12,50,21,6,23,64,5,4,4,11,9 +dykstle01,1991,1,PHI,NL,63,246,48,73,13,5,3,12,24,4,37,20,1,1,0,0,1 +eckerde01,1991,1,OAK,AL,67,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +edensto01,1991,1,MIN,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +edwarwa01,1991,1,CHA,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +eglofbr01,1991,1,CLE,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +eichhma01,1991,1,CAL,AL,70,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +eilanda01,1991,1,NYA,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +eisenji01,1991,1,KCA,AL,135,375,47,113,22,3,2,47,5,3,20,35,1,1,3,6,10 +eldreca01,1991,1,ML4,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +elsteke01,1991,1,NYN,NL,115,348,33,84,16,2,6,36,2,3,40,53,6,1,1,4,4 +ericksc01,1991,1,MIN,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +escobjo01,1991,1,CLE,AL,10,15,0,3,0,0,0,1,0,0,1,4,0,0,1,0,0 +espinal01,1991,1,NYA,AL,148,480,51,123,23,2,5,33,4,1,16,57,0,2,9,2,10 +espyce01,1991,1,PIT,NL,43,82,7,20,4,0,1,11,4,0,5,17,0,0,3,2,0 +eusebto01,1991,1,HOU,NL,10,19,4,2,1,0,0,0,0,0,6,8,0,0,0,0,1 +evansdw01,1991,1,BAL,AL,101,270,35,73,9,1,6,38,2,3,54,54,2,2,1,2,7 +fajarhe01,1991,1,PIT,NL,2,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1 +fajarhe01,1991,2,TEX,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fariepa01,1991,1,SDN,NL,57,130,13,23,3,1,0,7,3,1,14,21,0,1,4,0,5 +farismo01,1991,1,TEX,AL,19,31,6,8,1,0,1,6,0,0,7,11,0,0,0,0,0 +farrst01,1991,1,NYA,AL,60,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fasseje01,1991,1,MON,NL,51,3,0,0,0,0,0,0,0,0,1,2,0,0,2,0,0 +feldemi01,1991,1,SFN,NL,132,348,51,92,10,6,0,18,21,6,30,31,2,1,4,0,1 +felixju01,1991,1,CAL,AL,66,230,32,65,10,2,2,26,7,5,11,55,0,3,0,2,5 +fermife01,1991,1,CLE,AL,129,424,30,111,13,2,0,31,5,4,26,27,0,3,13,3,17 +fernaal01,1991,1,CHA,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fernasi01,1991,1,NYN,NL,8,13,1,2,1,0,0,0,0,0,0,7,0,0,1,0,0 +fernato01,1991,1,SDN,NL,145,558,81,152,27,5,4,38,23,9,55,74,0,0,7,1,12 +fettemi01,1991,1,CAL,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fieldce01,1991,1,DET,AL,162,624,102,163,25,0,44,133,0,0,78,151,12,6,0,4,17 +finlech01,1991,1,CAL,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +finlest01,1991,1,HOU,NL,159,596,84,170,28,10,8,54,34,18,42,65,5,2,10,6,8 +fiskca01,1991,1,CHA,AL,134,460,42,111,25,0,18,74,1,2,32,86,4,7,0,2,19 +fitzgmi02,1991,1,MON,NL,71,198,17,40,5,2,4,28,4,2,22,35,4,0,1,3,5 +flanami01,1991,1,BAL,AL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +flemida01,1991,1,SEA,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fletcda01,1991,1,PHI,NL,46,136,5,31,8,0,1,12,0,1,5,15,0,0,1,0,2 +fletcsc01,1991,1,CHA,AL,90,248,14,51,10,1,1,28,0,2,17,26,0,3,6,3,3 +florake01,1991,1,CAL,AL,3,8,1,1,0,0,0,0,1,0,1,5,0,0,1,0,1 +foleyto02,1991,1,MON,NL,86,168,12,35,11,1,0,15,2,0,14,30,4,1,1,3,4 +fossato01,1991,1,BOS,AL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fostest01,1991,1,CIN,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +francjo01,1991,1,NYN,NL,52,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +francju01,1991,1,TEX,AL,146,589,108,201,27,3,15,78,36,9,65,78,8,3,0,2,13 +frasewi01,1991,1,TOR,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +frasewi01,1991,2,SLN,NL,35,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +freemma02,1991,1,ATL,NL,34,7,0,0,0,0,0,0,0,0,0,5,0,0,0,0,0 +freyst01,1991,1,MON,NL,31,2,0,0,0,0,0,0,0,0,1,2,0,0,0,0,0 +frohwto01,1991,1,BAL,AL,51,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +frymatr01,1991,1,DET,AL,149,557,65,144,36,3,21,91,12,5,40,149,0,3,6,6,13 +gaettga01,1991,1,CAL,AL,152,586,58,144,22,1,18,66,5,5,33,104,3,8,2,5,13 +gagnegr01,1991,1,MIN,AL,139,408,52,108,23,3,8,42,11,9,26,72,0,3,5,5,15 +gakelda01,1991,1,DET,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +galaran01,1991,1,MON,NL,107,375,34,82,13,2,9,33,5,6,23,86,5,2,0,0,6 +gallada01,1991,1,CAL,AL,90,270,32,79,17,0,1,30,2,4,24,43,0,2,10,0,6 +gallemi01,1991,1,OAK,AL,159,482,67,119,15,4,12,49,6,9,67,84,3,5,10,3,8 +gantnji01,1991,1,ML4,AL,140,526,63,149,27,4,2,47,4,6,27,34,5,3,7,4,13 +gantro01,1991,1,ATL,NL,154,561,101,141,35,3,32,105,34,15,71,104,8,5,0,5,6 +garcica01,1991,1,PIT,NL,12,24,2,6,0,2,0,1,0,0,1,8,0,0,0,0,1 +garcira03,1991,1,CHA,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gardimi01,1991,1,BOS,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gardnch01,1991,1,HOU,NL,5,5,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +gardnje01,1991,1,NYN,NL,13,37,3,6,0,0,0,1,0,0,4,6,0,0,0,1,0 +gardnma01,1991,1,MON,NL,27,55,1,5,0,0,0,4,0,0,1,18,0,0,4,0,0 +gardnwe01,1991,1,SDN,NL,14,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +gardnwe01,1991,2,KCA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +garresc01,1991,1,SFN,NL,11,4,1,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +gedmari01,1991,1,SLN,NL,46,94,7,10,1,0,3,8,0,1,4,15,0,0,0,2,2 +georgch01,1991,1,ML4,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gerenbo01,1991,1,NYA,AL,64,128,7,28,3,0,2,12,0,1,9,31,0,0,3,0,5 +giannra01,1991,1,TOR,AL,9,24,2,4,1,0,0,0,1,0,5,9,0,0,0,0,0 +gibsoki01,1991,1,KCA,AL,132,462,81,109,17,6,16,55,18,4,69,103,3,6,1,2,9 +gibsopa01,1991,1,DET,AL,68,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gilkebe01,1991,1,SLN,NL,81,268,28,58,7,2,5,20,14,8,39,33,0,1,1,2,14 +girarjo01,1991,1,CHN,NL,21,47,3,9,2,0,0,6,0,0,6,6,1,0,1,0,0 +gladdda01,1991,1,MIN,AL,126,461,65,114,14,9,6,52,15,9,36,60,1,5,5,4,13 +glavito02,1991,1,ATL,NL,36,74,1,17,1,0,0,6,1,0,6,19,0,0,15,0,1 +gleatje01,1991,1,DET,AL,47,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gomezle02,1991,1,BAL,AL,118,391,40,91,17,2,16,45,1,1,40,82,0,2,5,7,11 +gonzajo02,1991,1,LAN,NL,42,28,3,0,0,0,0,0,0,0,2,9,0,0,0,0,0 +gonzajo02,1991,2,PIT,NL,16,20,2,2,0,0,1,3,0,0,0,6,0,0,2,1,0 +gonzajo02,1991,3,CLE,AL,33,69,10,11,2,1,1,4,8,0,11,27,0,1,0,0,2 +gonzaju03,1991,1,TEX,AL,142,545,78,144,34,1,27,102,4,4,42,118,7,5,0,3,10 +gonzalu01,1991,1,HOU,NL,137,473,51,120,28,9,13,69,10,7,40,101,4,8,1,4,9 +gonzare01,1991,1,TOR,AL,71,118,16,23,3,0,1,6,0,0,12,22,0,4,6,1,5 +goodedw01,1991,1,NYN,NL,27,63,7,15,3,0,1,6,1,1,0,9,0,0,8,0,1 +goodwto01,1991,1,LAN,NL,16,7,3,1,0,0,0,0,1,1,0,0,0,0,0,0,0 +gordoto01,1991,1,KCA,AL,46,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gossari01,1991,1,TEX,AL,44,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gottji01,1991,1,LAN,NL,55,2,0,1,0,0,0,0,0,0,0,1,0,0,1,0,0 +gozzoma01,1991,1,CLE,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gracema01,1991,1,CHN,NL,160,619,87,169,28,5,8,58,3,4,70,53,7,3,4,7,6 +grahejo01,1991,1,CAL,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gratema01,1991,1,SLN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grayje01,1991,1,BOS,AL,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grebecr01,1991,1,CHA,AL,107,224,37,63,16,3,6,31,1,3,38,40,0,1,4,1,3 +greenga01,1991,1,TEX,AL,8,20,0,3,1,0,0,1,0,0,1,6,0,0,2,0,0 +greenmi01,1991,1,BOS,AL,147,544,76,163,26,6,9,83,15,5,43,35,6,3,1,7,11 +greento01,1991,1,PHI,NL,38,71,4,19,2,0,2,7,0,0,4,15,0,0,3,0,0 +greggto01,1991,1,ATL,NL,72,107,13,20,8,1,1,4,2,2,12,24,2,1,0,0,1 +griffal01,1991,1,LAN,NL,109,350,27,85,6,2,0,27,5,4,22,49,5,1,7,5,5 +griffke01,1991,1,SEA,AL,30,85,10,24,7,0,1,9,0,0,13,13,0,1,0,1,2 +griffke02,1991,1,SEA,AL,154,548,76,179,42,1,22,100,18,6,71,82,21,1,4,9,10 +grimsja01,1991,1,PHI,NL,12,17,2,1,0,0,0,0,0,0,2,6,0,0,0,0,0 +grissma02,1991,1,MON,NL,148,558,73,149,23,9,6,39,76,17,34,89,0,1,4,0,8 +grosske01,1991,1,LAN,NL,48,25,4,7,1,0,0,3,0,0,2,14,0,0,2,0,0 +grosski01,1991,1,CIN,NL,29,22,1,2,0,0,0,1,0,0,0,6,0,0,3,0,0 +grubeke01,1991,1,TOR,AL,113,429,58,108,18,2,20,65,12,7,31,70,5,6,3,5,7 +gubicma01,1991,1,KCA,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guerrpe01,1991,1,SLN,NL,115,427,41,116,12,1,8,70,4,2,37,46,2,1,0,7,12 +guettle01,1991,1,NYA,AL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guilloz01,1991,1,CHA,AL,154,524,52,143,20,3,3,49,21,15,11,38,1,0,13,7,7 +gullibi01,1991,1,DET,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +gundeer01,1991,1,SFN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guthrma01,1991,1,MIN,AL,42,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guzmajo01,1991,1,TEX,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guzmajo02,1991,1,OAK,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guzmaju01,1991,1,TOR,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gwynnch01,1991,1,LAN,NL,94,139,18,35,5,1,5,22,1,0,10,23,1,1,1,3,5 +gwynnto01,1991,1,SDN,NL,134,530,69,168,27,11,4,62,8,8,34,19,8,0,0,5,11 +haasda01,1991,1,DET,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +habyajo01,1991,1,NYA,AL,66,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hallme01,1991,1,NYA,AL,141,492,67,140,23,2,19,80,0,1,26,40,6,3,0,6,6 +hamilda02,1991,1,ML4,AL,122,405,64,126,15,6,1,57,16,6,33,38,2,0,7,3,10 +hamilje01,1991,1,LAN,NL,41,94,4,21,4,0,1,14,0,0,4,21,0,0,1,0,2 +hammaat01,1991,1,SDN,NL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +hammoch01,1991,1,CIN,NL,20,34,4,12,3,0,0,1,0,0,2,10,0,0,1,0,0 +haneych01,1991,1,MON,NL,16,27,1,2,0,0,0,1,0,0,0,3,0,0,2,0,1 +hanseda01,1991,1,LAN,NL,53,56,3,15,4,0,1,5,1,0,2,12,0,0,0,0,2 +hansoer01,1991,1,SEA,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +haresh01,1991,1,DET,AL,9,19,0,1,1,0,0,0,0,0,2,1,0,0,0,0,3 +harkemi01,1991,1,CHN,NL,4,5,2,2,0,0,0,0,0,0,1,0,0,0,0,0,0 +harnipe01,1991,1,HOU,NL,33,62,4,6,1,0,0,4,0,1,4,21,0,0,7,1,1 +harpebr01,1991,1,MIN,AL,123,441,54,137,28,1,10,69,1,2,14,22,3,6,2,6,14 +harrido01,1991,1,TEX,AL,18,8,4,3,0,0,1,2,1,0,1,3,0,0,0,0,0 +harrige01,1991,1,SEA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +harrigr01,1991,1,BOS,AL,53,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +harrigr02,1991,1,SDN,NL,20,36,0,3,0,0,0,2,0,0,1,13,0,1,7,0,1 +harrile01,1991,1,LAN,NL,145,429,59,123,16,1,3,38,12,3,37,32,5,5,12,2,16 +harrire01,1991,1,OAK,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hartlmi01,1991,1,LAN,NL,40,4,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1 +hartlmi01,1991,2,PHI,NL,18,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +harvebr01,1991,1,CAL,AL,67,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hassero01,1991,1,MON,NL,52,119,5,27,8,0,1,14,1,1,13,16,1,0,2,1,5 +hatchbi01,1991,1,CIN,NL,138,442,45,116,25,3,4,41,11,9,26,55,4,7,4,3,9 +hawkian01,1991,1,NYA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hawkian01,1991,2,OAK,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hayesch01,1991,1,PHI,NL,142,460,34,106,23,1,12,53,3,3,16,75,3,1,2,1,13 +hayesvo01,1991,1,PHI,NL,77,284,43,64,15,1,0,21,9,2,31,42,1,3,0,5,6 +heathmi02,1991,1,ATL,NL,49,139,4,29,3,1,1,12,0,0,7,26,5,1,2,1,4 +heatone01,1991,1,PIT,NL,44,14,0,4,1,0,0,1,0,0,1,2,0,0,0,0,0 +heepda01,1991,1,ATL,NL,14,12,4,5,1,0,0,3,0,1,1,4,0,0,0,0,0 +hemonsc01,1991,1,OAK,AL,23,23,4,5,0,0,0,0,1,2,1,7,0,0,0,0,0 +hendeda01,1991,1,OAK,AL,150,572,86,158,33,0,25,85,6,6,58,113,3,4,1,2,9 +henderi01,1991,1,OAK,AL,134,470,105,126,17,1,18,57,58,18,98,73,7,7,0,3,7 +henketo01,1991,1,TOR,AL,49,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hennemi01,1991,1,DET,AL,60,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +henrydo01,1991,1,ML4,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +henrydw01,1991,1,HOU,NL,52,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +hentgpa01,1991,1,TOR,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +heredgi01,1991,1,SFN,NL,7,7,0,3,0,0,0,0,0,0,1,1,0,0,0,0,0 +hernaca01,1991,1,LAN,NL,15,14,1,3,1,0,0,1,1,0,0,5,0,1,0,1,2 +hernaje02,1991,1,SDN,NL,9,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +hernajo01,1991,1,TEX,AL,45,98,8,18,2,1,0,4,0,1,3,31,0,0,6,0,2 +hernaro01,1991,1,CHA,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hernaxa01,1991,1,HOU,NL,32,10,0,0,0,0,0,0,0,0,2,7,0,0,1,0,0 +herrto01,1991,1,NYN,NL,70,155,17,30,7,0,1,14,7,2,32,21,4,0,2,2,1 +herrto01,1991,2,SFN,NL,32,60,6,15,1,1,0,7,2,0,13,7,1,0,0,0,3 +hershor01,1991,1,LAN,NL,21,31,6,8,2,0,0,2,1,0,3,8,0,0,4,0,0 +heskejo01,1991,1,BOS,AL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hibbagr01,1991,1,CHA,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hickebr01,1991,1,SFN,NL,17,12,0,0,0,0,0,0,0,0,0,6,0,0,1,0,0 +hickeke01,1991,1,BAL,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +higuete01,1991,1,ML4,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hilldo01,1991,1,CAL,AL,77,209,36,50,8,1,1,20,1,0,30,21,1,0,3,0,1 +hillesh01,1991,1,CLE,AL,51,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hillgl01,1991,1,TOR,AL,35,99,14,25,5,2,3,11,2,2,7,24,0,0,0,2,2 +hillgl01,1991,2,CLE,AL,37,122,15,32,3,0,5,14,4,2,16,30,0,0,1,1,5 +hillke01,1991,1,SLN,NL,30,50,2,5,0,0,0,3,0,0,4,12,0,0,7,0,0 +hillmi01,1991,1,CIN,NL,22,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +hoilech01,1991,1,BAL,AL,107,341,36,83,15,0,11,31,0,2,29,61,1,1,0,1,11 +hollida01,1991,1,PHI,NL,56,151,18,45,10,2,6,21,1,1,17,26,1,3,0,1,2 +holmabr01,1991,1,SEA,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +holmeda01,1991,1,ML4,AL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +honeyri01,1991,1,OAK,AL,43,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hornsa01,1991,1,BAL,AL,121,317,45,74,16,0,23,61,0,0,41,99,4,3,0,1,10 +horsmvi01,1991,1,TOR,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +houghch01,1991,1,CHA,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +housiwa01,1991,1,BOS,AL,11,8,2,2,1,0,0,0,1,0,1,3,0,0,1,0,1 +howarch01,1991,1,SEA,AL,9,6,1,1,1,0,0,0,0,0,1,2,0,0,0,0,0 +howarda02,1991,1,KCA,AL,94,236,20,51,7,0,1,17,3,2,16,45,0,1,9,2,1 +howarth01,1991,1,SDN,NL,106,281,30,70,12,3,4,22,10,7,24,57,4,1,2,1,4 +howelja01,1991,1,LAN,NL,44,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +howelja02,1991,1,CAL,AL,32,81,11,17,2,0,2,7,1,1,11,11,0,0,0,0,1 +howelja02,1991,2,SDN,NL,58,160,24,33,3,1,6,16,0,0,18,33,1,0,1,0,1 +howest01,1991,1,NYA,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +howitda01,1991,1,OAK,AL,21,42,5,7,1,0,1,3,0,0,1,12,0,0,0,1,1 +hrbekke01,1991,1,MIN,AL,132,462,72,131,20,1,20,89,4,4,67,48,4,0,3,2,15 +hudlere01,1991,1,SLN,NL,101,207,21,47,10,2,1,15,12,8,10,29,1,0,2,2,1 +huffmi01,1991,1,CLE,AL,51,146,28,35,6,1,2,10,11,2,25,30,0,4,3,1,2 +huffmi01,1991,2,CHA,AL,51,97,14,26,4,1,1,15,3,2,12,18,2,2,3,1,5 +huismma01,1991,1,PIT,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +huletti01,1991,1,BAL,AL,79,206,29,42,9,0,7,18,0,1,13,49,0,1,1,0,3 +humphmi01,1991,1,NYA,AL,25,40,9,8,0,0,0,3,2,0,9,7,0,0,1,0,0 +hundlto01,1991,1,NYN,NL,21,60,5,8,0,1,1,7,0,0,6,14,0,1,1,1,3 +huntebr01,1991,1,ATL,NL,97,271,32,68,16,1,12,50,0,2,17,48,0,1,0,2,6 +hunteji01,1991,1,ML4,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hurstbr01,1991,1,SDN,NL,31,67,3,9,1,0,0,6,0,0,4,23,0,0,12,0,0 +husonje01,1991,1,TEX,AL,119,268,36,57,8,3,2,26,8,3,39,32,0,0,9,1,6 +ignasmi01,1991,1,ML4,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +incavpe01,1991,1,DET,AL,97,337,38,72,12,1,11,38,1,3,36,92,0,1,1,2,6 +innisje01,1991,1,NYN,NL,69,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +irvinda01,1991,1,BOS,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jacksbo01,1991,1,CHA,AL,23,71,8,16,4,0,3,14,0,1,12,25,1,0,0,1,3 +jacksda02,1991,1,CHN,NL,17,23,1,2,0,0,0,1,0,0,0,13,0,0,2,0,0 +jacksda03,1991,1,SDN,NL,122,359,51,94,12,1,21,49,5,3,27,66,2,2,3,3,5 +jacksmi02,1991,1,SEA,AL,72,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jacobbr01,1991,1,CLE,AL,66,231,14,54,9,1,4,24,0,1,16,32,2,2,0,0,7 +jacobbr01,1991,2,OAK,AL,56,188,14,40,12,0,0,20,2,0,11,22,1,1,0,4,6 +jamesch02,1991,1,CLE,AL,115,437,31,104,16,2,5,41,3,4,18,61,2,4,2,2,9 +javiest01,1991,1,LAN,NL,121,176,21,36,5,3,1,11,7,1,16,36,0,0,3,2,4 +jeffcmi01,1991,1,TEX,AL,70,1,1,1,1,0,0,1,0,0,0,0,0,0,0,0,0 +jeffegr01,1991,1,NYN,NL,136,486,59,132,19,2,9,62,26,5,47,38,2,2,1,3,12 +jeffere01,1991,1,CIN,NL,5,7,1,1,0,0,1,1,0,0,1,2,0,0,0,0,0 +jeffere01,1991,2,CLE,AL,26,101,10,20,3,0,2,12,0,0,3,22,0,0,0,1,1 +jeffest01,1991,1,CIN,NL,13,19,2,1,0,0,0,0,2,0,1,3,0,0,0,0,0 +jennido01,1991,1,OAK,AL,8,9,0,1,0,0,0,0,0,1,2,2,0,0,0,0,1 +johnsda04,1991,1,BAL,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnsho01,1991,1,NYN,NL,156,564,108,146,34,4,38,117,30,16,78,120,12,1,0,15,4 +johnsje02,1991,1,NYA,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnsjo06,1991,1,KCA,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnsla03,1991,1,CHA,AL,159,588,72,161,14,13,0,49,26,11,26,58,2,1,6,3,14 +johnsra05,1991,1,SEA,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jonesba01,1991,1,MON,NL,77,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +jonesca01,1991,1,SEA,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jonesch05,1991,1,CIN,NL,52,89,14,26,1,2,2,6,2,1,2,31,0,0,0,1,2 +jonesdo01,1991,1,CLE,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jonesji02,1991,1,HOU,NL,26,38,4,7,1,0,0,0,0,0,3,11,0,0,2,0,0 +jonesro02,1991,1,PHI,NL,28,26,0,4,2,0,0,3,0,0,2,9,0,0,0,0,1 +jonesst02,1991,1,BAL,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jonesti02,1991,1,SLN,NL,16,24,1,4,2,0,0,2,0,1,2,6,1,0,0,1,0 +jonestr01,1991,1,SEA,AL,79,175,30,44,8,1,3,24,2,0,18,22,2,1,1,2,8 +jordari02,1991,1,PHI,NL,101,301,38,82,21,3,9,49,0,2,14,49,2,2,0,5,11 +josefe01,1991,1,SLN,NL,154,568,69,173,40,6,8,77,20,12,50,113,8,2,0,5,12 +joynewa01,1991,1,CAL,AL,143,551,79,166,34,3,21,96,2,0,52,66,4,1,2,5,11 +judenje01,1991,1,HOU,NL,4,5,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +justida01,1991,1,ATL,NL,109,396,67,109,25,1,21,87,8,8,65,81,9,3,0,5,4 +kaiseje01,1991,1,DET,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kamiesc01,1991,1,NYA,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +karkoro01,1991,1,CHA,AL,75,167,25,41,13,0,5,22,0,0,15,42,1,1,9,1,2 +karroer01,1991,1,LAN,NL,14,14,0,1,1,0,0,1,0,0,1,6,0,0,0,0,0 +kellypa03,1991,1,NYA,AL,96,298,35,72,12,4,3,23,12,1,15,52,0,5,2,2,5 +kellyro01,1991,1,NYA,AL,126,486,68,130,22,2,20,69,32,9,45,77,2,5,2,5,14 +kennete02,1991,1,SFN,NL,69,171,12,40,7,1,3,13,0,0,11,31,4,1,0,1,4 +keyji01,1991,1,TOR,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kieckda01,1991,1,BOS,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kielyjo01,1991,1,DET,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kileda01,1991,1,HOU,NL,37,38,2,0,0,0,0,1,0,0,3,23,0,0,4,0,1 +kilgupa01,1991,1,BAL,AL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kingemi01,1991,1,SFN,NL,91,110,13,20,2,2,0,8,1,0,15,21,1,0,0,0,3 +kinger01,1991,1,CLE,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kingje01,1991,1,PIT,NL,33,109,16,26,1,1,4,18,3,1,14,15,3,1,0,1,3 +kippebo01,1991,1,PIT,NL,52,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +kirbywa01,1991,1,CLE,AL,21,43,4,9,2,0,0,5,1,2,2,6,0,0,1,1,2 +kiserga01,1991,1,CLE,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kittlro01,1991,1,CHA,AL,17,47,7,9,0,0,2,7,0,0,5,9,0,2,0,1,2 +klinkjo01,1991,1,OAK,AL,62,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +knoblch01,1991,1,MIN,AL,151,565,78,159,24,6,1,50,25,5,59,40,0,4,1,5,8 +knorrra01,1991,1,TOR,AL,3,1,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +knudsma01,1991,1,ML4,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kommibr01,1991,1,OAK,AL,24,25,1,3,1,0,0,2,1,0,2,9,0,0,0,0,0 +krameto01,1991,1,CLE,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kreutch01,1991,1,TEX,AL,3,4,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +kruegbi01,1991,1,SEA,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +krukjo01,1991,1,PHI,NL,152,538,84,158,27,6,21,92,7,0,67,100,16,1,0,9,11 +lacosmi01,1991,1,SFN,NL,18,9,2,2,0,0,0,0,0,0,1,6,0,0,0,0,0 +lakest01,1991,1,PHI,NL,58,158,12,36,4,1,1,11,0,0,2,26,1,0,4,0,5 +lampde01,1991,1,BOS,AL,51,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lampkto01,1991,1,SDN,NL,38,58,4,11,3,1,0,3,0,0,3,9,0,0,0,0,0 +lancale01,1991,1,CHN,NL,64,28,2,5,2,0,0,2,0,0,0,13,0,0,6,0,0 +landrbi01,1991,1,PIT,NL,61,4,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +landrce01,1991,1,CHN,NL,56,86,28,20,2,1,0,6,27,5,10,18,0,0,3,0,2 +langsma01,1991,1,CAL,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lankfra01,1991,1,SLN,NL,151,566,83,142,23,15,9,69,44,20,41,114,1,1,4,3,4 +lansfca01,1991,1,OAK,AL,5,16,0,1,0,0,0,1,0,0,0,2,0,0,0,0,0 +lapoida01,1991,1,PHI,NL,2,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +larkiba01,1991,1,CIN,NL,123,464,88,140,27,4,20,69,24,6,55,64,1,3,3,2,7 +larkige01,1991,1,MIN,AL,98,255,34,73,14,1,2,19,2,3,30,21,3,1,3,2,9 +lavalmi01,1991,1,PIT,NL,108,336,25,97,11,2,3,41,2,1,33,27,4,2,1,5,10 +lawva01,1991,1,OAK,AL,74,134,11,28,7,1,0,9,0,0,18,27,0,0,5,0,4 +layanti01,1991,1,CIN,NL,23,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +leachte01,1991,1,MIN,AL,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +learyti01,1991,1,NYA,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leema02,1991,1,TOR,AL,138,445,41,104,18,3,0,29,7,2,24,107,0,2,10,4,11 +leema03,1991,1,ML4,AL,62,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leete01,1991,1,CIN,NL,3,6,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +leffecr01,1991,1,SDN,NL,54,6,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +leibrch01,1991,1,ATL,NL,36,70,1,3,2,1,0,2,0,0,3,18,0,0,12,0,1 +leiteal01,1991,1,TOR,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leitema01,1991,1,DET,AL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leiussc01,1991,1,MIN,AL,109,199,35,57,7,2,5,20,5,5,30,35,1,0,5,1,4 +lemkema01,1991,1,ATL,NL,136,269,36,63,11,2,2,23,1,2,29,27,2,0,6,4,9 +lennopa01,1991,1,SEA,AL,9,8,2,1,1,0,0,1,0,0,3,1,0,0,0,0,0 +leonama01,1991,1,SFN,NL,64,129,14,31,7,1,2,14,0,1,12,25,1,1,1,2,3 +lewisda01,1991,1,SFN,NL,72,222,41,55,5,3,1,15,13,7,36,30,0,2,7,0,1 +lewisji02,1991,1,SDN,NL,12,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +lewisma01,1991,1,CLE,AL,84,314,29,83,15,1,0,30,2,2,15,45,0,0,2,5,12 +lewissc01,1991,1,CAL,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leyriji01,1991,1,NYA,AL,32,77,8,14,3,0,0,4,0,1,13,15,0,0,1,0,0 +lillide01,1991,1,SDN,NL,6,2,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0 +lindeji01,1991,1,PHI,NL,65,95,13,32,5,0,0,12,0,1,13,14,1,0,2,1,1 +lindjo01,1991,1,PIT,NL,150,502,53,133,16,6,3,54,7,4,30,56,10,2,5,6,20 +lindsdo01,1991,1,PHI,NL,1,3,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +liriane01,1991,1,KCA,AL,10,22,5,9,0,0,0,1,0,1,0,2,0,0,1,0,0 +littogr01,1991,1,SFN,NL,59,127,13,23,7,1,1,15,0,2,11,25,0,1,3,1,2 +livinsc01,1991,1,DET,AL,44,127,19,37,5,0,2,11,2,1,10,25,0,0,1,1,0 +loftoke01,1991,1,HOU,NL,20,74,9,15,1,0,0,0,2,1,5,19,0,0,0,0,0 +longbi01,1991,1,MON,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lopezlu01,1991,1,CLE,AL,35,82,7,18,4,1,0,7,0,0,4,7,1,1,1,1,0 +lovulto01,1991,1,NYA,AL,22,51,0,9,2,0,0,2,0,0,5,7,1,0,3,0,0 +lusadsc01,1991,1,NYA,AL,11,7,2,1,0,0,0,1,0,1,1,3,0,0,0,0,0 +lyonsba01,1991,1,LAN,NL,9,9,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +lyonsba01,1991,2,CAL,AL,2,5,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +lyonsst01,1991,1,BOS,AL,87,212,15,51,10,1,4,17,10,3,11,35,2,0,3,1,1 +maaske01,1991,1,NYA,AL,148,500,69,110,14,1,23,63,5,1,83,128,3,4,0,5,4 +macdobo01,1991,1,TOR,AL,45,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +macfami01,1991,1,KCA,AL,84,267,34,74,18,2,13,41,1,0,17,52,0,6,1,4,4 +machaju01,1991,1,ML4,AL,54,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +macksh01,1991,1,MIN,AL,143,442,79,137,27,8,18,74,13,9,34,79,1,6,2,5,11 +maddugr01,1991,1,CHN,NL,39,88,8,18,2,0,1,7,1,0,2,24,0,0,11,0,1 +maddumi01,1991,1,SDN,NL,64,13,1,1,0,0,0,0,0,0,2,4,0,0,3,0,0 +magadda01,1991,1,NYN,NL,124,418,58,108,23,0,4,51,1,1,83,50,3,2,7,7,5 +magalev01,1991,1,CLE,AL,3,2,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +magnami01,1991,1,KCA,AL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mahleri01,1991,1,MON,NL,10,9,0,1,0,0,0,0,0,0,0,2,0,0,3,0,0 +mahleri01,1991,2,ATL,NL,13,5,0,1,1,0,0,0,0,0,0,2,0,0,1,0,0 +maldoca01,1991,1,ML4,AL,34,111,11,23,6,0,5,20,1,0,13,23,0,0,0,1,4 +maldoca01,1991,2,TOR,AL,52,177,26,49,9,0,7,28,3,0,23,53,4,6,0,2,4 +maldoca02,1991,1,KCA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +malliro01,1991,1,HOU,NL,24,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +manrifr01,1991,1,OAK,AL,9,21,2,3,0,0,0,0,0,0,2,1,0,0,0,0,1 +mantoje01,1991,1,CLE,AL,47,128,15,27,7,0,2,13,2,0,14,22,0,4,1,1,3 +manueba01,1991,1,TEX,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +manwaki01,1991,1,SFN,NL,67,178,16,40,9,0,0,19,1,1,9,22,0,3,7,2,2 +manzajo01,1991,1,BOS,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +marshmi02,1991,1,BOS,AL,22,62,4,18,4,0,1,7,0,0,0,19,0,0,0,0,2 +marshmi02,1991,2,CAL,AL,2,7,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +martica01,1991,1,PIT,NL,11,16,1,4,0,0,0,0,0,0,1,2,0,0,0,0,2 +martica01,1991,2,KCA,AL,44,121,17,25,6,0,4,17,0,1,27,25,3,0,0,0,4 +martica01,1991,3,CIN,NL,53,138,12,32,5,0,6,19,0,0,15,37,1,0,0,3,1 +martica02,1991,1,CLE,AL,72,257,22,73,14,0,5,30,3,2,10,43,2,2,1,5,10 +martich01,1991,1,BAL,AL,67,216,32,58,12,1,13,33,1,1,11,51,0,0,0,1,2 +martida01,1991,1,MON,NL,124,396,47,117,18,5,7,42,16,7,20,54,3,3,5,3,3 +martide01,1991,1,MON,NL,32,72,8,11,4,0,0,2,0,0,1,24,0,0,10,0,1 +martied01,1991,1,SEA,AL,150,544,98,167,35,1,14,52,0,3,84,72,9,8,2,4,19 +martira02,1991,1,LAN,NL,33,77,6,9,1,0,1,9,0,0,1,25,0,0,8,0,1 +martiti02,1991,1,SEA,AL,36,112,11,23,2,0,4,9,0,0,11,24,0,0,0,2,2 +marzajo01,1991,1,BOS,AL,49,114,10,30,8,0,0,9,0,0,1,16,0,1,1,2,5 +masonro01,1991,1,PIT,NL,24,0,1,0,0,0,0,0,0,0,1,0,0,0,1,0,0 +mathete01,1991,1,TEX,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mattido01,1991,1,NYA,AL,152,587,64,169,35,0,9,68,2,0,46,42,11,4,0,9,21 +maurero01,1991,1,TEX,AL,13,16,0,1,1,0,0,2,0,0,2,6,0,1,0,0,0 +mauseti01,1991,1,PHI,NL,3,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +mayde01,1991,1,CHN,NL,15,22,4,5,2,0,1,3,0,0,2,1,0,0,0,1,1 +maynebr01,1991,1,KCA,AL,85,231,22,58,8,0,3,31,2,4,23,42,4,0,2,3,6 +maysc01,1991,1,CHN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mccaski01,1991,1,CAL,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcclell01,1991,1,PIT,NL,85,163,24,47,7,0,7,24,2,1,18,23,0,2,0,0,2 +mcclepa01,1991,1,SFN,NL,13,21,0,3,0,0,0,1,0,0,1,3,0,0,2,0,0 +mcclubo01,1991,1,CAL,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcclubo01,1991,2,SLN,NL,32,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +mccraro01,1991,1,CHA,AL,17,7,2,2,0,0,0,0,1,1,0,2,0,0,0,0,0 +mcdante01,1991,1,NYN,NL,23,29,3,6,1,0,0,2,2,0,1,11,0,0,0,0,0 +mcdonbe01,1991,1,BAL,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcdowja01,1991,1,CHA,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcdowro01,1991,1,PHI,NL,38,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcdowro01,1991,2,LAN,NL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcelrch01,1991,1,CHN,NL,71,10,1,3,1,0,0,2,0,1,0,3,0,0,0,0,0 +mcgafan01,1991,1,KCA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcgeewi01,1991,1,SFN,NL,131,497,67,155,30,3,4,43,17,9,34,74,3,2,8,2,11 +mcgrifr01,1991,1,SDN,NL,153,528,84,147,19,1,31,106,4,1,105,135,26,2,0,7,14 +mcgwima01,1991,1,OAK,AL,154,483,62,97,22,0,22,75,2,1,93,116,3,3,1,5,13 +mcintti01,1991,1,ML4,AL,7,11,2,4,1,0,1,1,0,0,0,4,0,0,0,0,0 +mcknije01,1991,1,BAL,AL,16,41,2,7,1,0,0,2,1,0,2,7,0,0,0,0,2 +mclemma01,1991,1,HOU,NL,21,61,6,9,1,0,0,2,0,1,6,13,0,0,0,1,1 +mcraebr01,1991,1,KCA,AL,152,629,86,164,28,9,8,64,20,11,24,99,1,2,3,5,12 +mcreyke01,1991,1,NYN,NL,143,522,65,135,32,1,16,74,6,6,49,46,7,2,1,4,8 +meachru01,1991,1,DET,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +medinlu01,1991,1,CLE,AL,5,16,0,1,0,0,0,0,0,0,1,7,0,0,1,0,0 +melenjo01,1991,1,SDN,NL,31,20,1,2,1,0,0,0,0,0,1,14,0,0,0,0,0 +melvibo01,1991,1,BAL,AL,79,228,11,57,10,0,1,23,0,0,11,46,2,0,1,5,5 +mercelu01,1991,1,BAL,AL,19,54,10,11,2,0,0,2,0,0,4,9,0,0,1,0,1 +merceor01,1991,1,PIT,NL,120,411,83,113,17,2,10,50,8,4,64,81,4,1,1,1,6 +merckke01,1991,1,ATL,NL,50,10,0,1,0,0,0,2,0,0,1,7,0,0,0,0,0 +merulma01,1991,1,CHA,AL,80,140,8,32,1,0,5,21,0,0,9,18,1,0,1,4,1 +mesajo01,1991,1,BAL,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +meulehe01,1991,1,NYA,AL,96,288,37,64,8,1,6,29,3,0,18,97,1,4,1,2,7 +milacbo01,1991,1,BAL,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +milleke01,1991,1,NYN,NL,98,275,41,77,22,1,4,23,14,4,23,44,0,5,0,1,2 +millepa01,1991,1,PIT,NL,1,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +millira01,1991,1,BAL,AL,141,483,57,127,17,2,16,70,0,5,84,108,4,2,0,2,23 +millsal01,1991,1,NYA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +minutgi01,1991,1,CIN,NL,16,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +mitchke01,1991,1,SFN,NL,113,371,52,95,13,1,27,69,2,3,43,57,8,5,0,4,6 +mitchke02,1991,1,ATL,NL,48,66,11,21,0,0,2,5,3,1,8,12,0,0,0,0,1 +molitpa01,1991,1,ML4,AL,158,665,133,216,32,13,17,75,19,8,77,62,16,6,0,1,11 +monteri01,1991,1,NYA,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +montgje01,1991,1,KCA,AL,67,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +moorebo02,1991,1,KCA,AL,18,14,3,5,1,0,0,0,3,2,1,2,0,0,0,0,0 +mooremi01,1991,1,OAK,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +moranmi01,1991,1,PHI,NL,98,325,38,81,11,4,1,20,13,2,29,45,0,2,6,2,7 +morgami01,1991,1,LAN,NL,34,76,2,7,0,0,0,3,0,0,1,11,0,0,8,2,1 +mormaru01,1991,1,KCA,AL,12,23,1,6,0,0,0,1,0,0,1,5,1,0,0,0,0 +morriha02,1991,1,CIN,NL,136,478,72,152,33,1,14,59,10,4,46,61,7,1,5,7,4 +morrija02,1991,1,MIN,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +morrijo07,1991,1,PHI,NL,85,127,15,28,2,1,1,6,2,0,12,25,4,1,0,0,1 +mortoke01,1991,1,BOS,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mosebll01,1991,1,DET,AL,74,260,37,68,15,1,6,35,8,1,21,43,2,3,1,3,3 +mosesjo01,1991,1,DET,AL,13,21,5,1,1,0,0,1,4,0,2,7,0,0,1,0,0 +motaan01,1991,1,HOU,NL,27,90,4,17,2,0,1,6,2,0,1,17,0,0,0,0,0 +motajo01,1991,1,SDN,NL,17,36,4,8,0,0,0,2,0,0,2,7,0,1,2,0,0 +moyerja01,1991,1,SLN,NL,8,8,0,0,0,0,0,0,0,0,1,4,0,0,0,0,0 +mulhote01,1991,1,PHI,NL,35,80,3,7,0,0,0,0,1,0,1,32,0,1,5,0,2 +mullira01,1991,1,TOR,AL,97,240,27,60,12,1,2,24,0,0,44,44,2,0,0,2,9 +munozmi01,1991,1,DET,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +munozpe01,1991,1,MIN,AL,51,138,15,39,7,1,7,26,3,0,9,31,0,1,1,2,2 +murphda05,1991,1,PHI,NL,153,544,66,137,33,1,18,81,1,0,48,93,3,0,0,7,20 +murphro01,1991,1,SEA,AL,57,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +murraed02,1991,1,LAN,NL,153,576,69,150,23,1,19,96,10,3,55,74,17,0,0,8,17 +mussimi01,1991,1,BAL,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mutisje01,1991,1,CLE,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +myersgr01,1991,1,TOR,AL,107,309,25,81,22,0,8,36,0,0,21,45,4,0,0,3,13 +myersra01,1991,1,CIN,NL,58,29,3,5,1,0,0,2,0,0,1,16,0,0,3,0,0 +nabhoch01,1991,1,MON,NL,24,52,5,6,0,0,0,1,0,0,3,14,0,0,3,0,2 +naehrti01,1991,1,BOS,AL,20,55,1,6,1,0,0,3,0,0,6,15,0,0,4,0,0 +nagych01,1991,1,CLE,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +navarja01,1991,1,ML4,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +neaglde01,1991,1,MIN,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nelsoge01,1991,1,OAK,AL,44,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +newmaal01,1991,1,MIN,AL,118,246,25,47,5,0,0,19,4,5,23,21,0,1,5,3,5 +newsowa01,1991,1,CHA,AL,71,132,20,39,5,0,4,25,2,2,28,34,1,0,0,0,4 +nichoca01,1991,1,HOU,NL,20,51,3,10,3,0,0,1,0,0,5,17,1,0,0,0,0 +nichoro02,1991,1,CLE,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nixonot01,1991,1,ATL,NL,124,401,81,119,10,1,0,26,72,21,47,40,3,2,7,3,5 +noboaju01,1991,1,MON,NL,67,95,5,23,3,0,1,2,2,3,1,8,1,0,0,0,1 +nokesma01,1991,1,NYA,AL,135,456,52,122,20,0,24,77,3,2,25,49,5,5,0,7,6 +nolteer01,1991,1,SDN,NL,6,9,2,1,0,0,0,0,0,0,0,6,0,0,2,0,0 +nolteer01,1991,2,TEX,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nunezed01,1991,1,ML4,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +oberkke01,1991,1,HOU,NL,53,70,7,16,4,0,0,14,0,0,14,8,4,0,0,0,0 +obriech01,1991,1,NYN,NL,69,168,16,31,6,0,2,14,0,2,17,25,1,4,0,2,5 +obriepe03,1991,1,SEA,AL,152,560,58,139,29,3,17,88,0,1,44,61,7,1,3,9,14 +offerjo01,1991,1,LAN,NL,52,113,10,22,2,0,0,3,3,2,25,32,2,1,1,0,5 +ojedabo01,1991,1,LAN,NL,31,56,2,9,0,0,1,3,0,0,3,10,0,0,6,1,1 +olandji01,1991,1,ML4,AL,12,9,2,0,0,0,0,0,0,0,2,5,0,0,0,0,0 +olerujo01,1991,1,TOR,AL,139,454,64,116,30,1,17,68,0,2,68,84,9,6,3,10,12 +olinst01,1991,1,CLE,AL,48,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +olivaom01,1991,1,SLN,NL,28,53,4,12,3,0,0,6,0,0,2,16,0,0,4,0,0 +olivefr01,1991,1,SFN,NL,55,10,0,2,0,0,0,0,0,0,0,4,0,0,0,0,0 +olivejo01,1991,1,CIN,NL,94,269,21,58,11,0,11,41,0,0,18,53,5,0,4,0,14 +olsongr01,1991,1,BAL,AL,72,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +olsongr02,1991,1,ATL,NL,133,411,46,99,25,0,6,44,1,1,44,48,3,3,2,4,13 +oneilpa01,1991,1,CIN,NL,152,532,71,136,36,0,28,91,12,7,73,107,14,1,0,1,8 +oquenjo01,1991,1,SLN,NL,127,366,37,88,11,4,1,26,1,2,67,48,13,1,4,3,5 +oroscje01,1991,1,CLE,AL,47,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +orsuljo01,1991,1,BAL,AL,143,486,57,135,22,1,5,43,6,2,28,45,1,4,0,3,9 +ortizja01,1991,1,HOU,NL,47,83,7,23,4,1,1,5,0,0,14,14,0,0,0,0,3 +ortizju01,1991,1,MIN,AL,61,134,9,28,5,1,0,11,0,1,15,12,0,1,1,0,6 +ortonjo01,1991,1,CAL,AL,29,69,7,14,4,0,0,3,0,1,10,17,0,1,4,0,2 +osunaal01,1991,1,HOU,NL,71,2,1,0,0,0,0,1,0,0,0,1,0,0,1,0,0 +ottoda01,1991,1,CLE,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +owensp01,1991,1,MON,NL,139,424,39,108,22,8,3,26,2,6,42,61,11,1,4,4,11 +paglimi01,1991,1,MIN,AL,121,365,38,102,20,0,6,36,1,2,21,55,3,3,2,2,9 +pagnoto01,1991,1,SLN,NL,140,459,38,121,24,5,2,57,9,13,36,63,6,4,6,5,10 +palacvi01,1991,1,PIT,NL,36,14,0,1,0,0,0,0,0,0,0,7,0,0,5,0,0 +palldo01,1991,1,CHA,AL,51,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +palmede01,1991,1,TEX,AL,81,268,38,50,9,2,15,37,0,2,32,98,0,3,1,0,4 +palmera01,1991,1,TEX,AL,159,631,115,203,49,3,26,88,4,3,68,72,10,6,2,7,17 +pappaer01,1991,1,CHN,NL,7,17,1,3,0,0,0,2,0,0,1,5,0,0,0,0,0 +paredjo01,1991,1,DET,AL,16,18,4,6,0,0,0,0,1,1,0,1,0,0,0,0,0 +parenma01,1991,1,TEX,AL,3,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +parkeda01,1991,1,CAL,AL,119,466,45,108,22,2,11,56,3,2,29,91,3,3,0,3,9 +parkeda01,1991,2,TOR,AL,13,36,2,12,4,0,0,3,0,1,4,7,0,0,0,0,0 +parkeri01,1991,1,SFN,NL,13,14,0,1,0,0,0,1,0,0,1,5,0,0,0,0,0 +parreje01,1991,1,ATL,NL,18,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +parrila02,1991,1,CAL,AL,119,402,38,87,12,0,19,51,0,1,35,117,2,5,0,3,7 +pasquda01,1991,1,CHA,AL,134,417,71,108,22,5,18,66,0,2,62,86,4,3,1,1,9 +pattebo01,1991,1,PIT,NL,54,4,1,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +patteke01,1991,1,CHA,AL,43,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pavlada01,1991,1,CHN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pecotbi01,1991,1,KCA,AL,125,398,53,114,23,2,6,45,16,7,41,45,6,2,7,0,12 +pedrejo01,1991,1,KCA,AL,10,19,2,5,1,1,0,3,0,0,3,5,0,0,0,0,0 +penaal01,1991,1,NYN,NL,44,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +penaal01,1991,2,ATL,NL,15,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +penage01,1991,1,SLN,NL,104,185,38,45,8,3,5,17,15,5,18,45,1,5,1,3,0 +penato01,1991,1,BOS,AL,141,464,45,107,23,2,5,48,8,3,37,53,1,4,4,3,23 +pendlte01,1991,1,ATL,NL,153,586,94,187,34,8,22,86,10,2,43,70,8,1,7,7,16 +perezme01,1991,1,CHA,AL,49,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +perezmi01,1991,1,SLN,NL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +perezpa01,1991,1,NYA,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +perezto02,1991,1,SFN,NL,23,48,2,11,4,1,0,3,0,1,2,12,0,0,0,0,0 +perezto02,1991,2,CLE,AL,17,22,4,8,2,0,0,0,0,0,3,5,0,0,0,0,0 +perezyo01,1991,1,CHN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +perryge01,1991,1,SLN,NL,109,242,29,58,8,4,6,36,15,8,22,34,1,0,0,3,2 +peterad01,1991,1,SDN,NL,13,13,0,0,0,0,0,0,0,0,2,9,0,0,1,0,0 +petkoma01,1991,1,TEX,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +petrage01,1991,1,TEX,AL,87,199,21,54,8,1,2,20,2,1,21,25,1,0,7,1,4 +petryda01,1991,1,DET,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +petryda01,1991,2,ATL,NL,10,5,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +petryda01,1991,3,BOS,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pettiga01,1991,1,TEX,AL,137,282,37,61,7,5,0,19,29,13,54,91,0,0,6,1,4 +phillto02,1991,1,DET,AL,146,564,87,160,28,4,17,72,10,5,79,95,5,3,3,6,8 +piattdo01,1991,1,MON,NL,21,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +plantph01,1991,1,BOS,AL,53,148,27,49,7,1,11,35,1,0,23,38,2,1,0,2,2 +plesada01,1991,1,ML4,AL,45,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +plunker01,1991,1,NYA,AL,43,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +plympje01,1991,1,BOS,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +polonlu01,1991,1,CAL,AL,150,604,92,179,28,8,2,50,48,23,52,74,4,1,2,3,11 +pooleji02,1991,1,TEX,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pooleji02,1991,2,BAL,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +portuma01,1991,1,HOU,NL,33,46,4,9,1,0,0,3,0,0,4,4,0,1,6,1,0 +powelal01,1991,1,SEA,AL,57,111,16,24,6,1,3,12,0,2,11,24,0,1,0,2,1 +powerte01,1991,1,CIN,NL,68,3,0,0,0,0,0,1,0,0,1,3,0,0,0,0,0 +preslji01,1991,1,SDN,NL,20,59,3,8,0,0,1,5,0,1,4,16,1,1,1,1,2 +princto01,1991,1,PIT,NL,26,34,4,9,3,0,1,2,0,0,7,3,0,1,0,0,3 +puckeki01,1991,1,MIN,AL,152,611,92,195,29,6,15,89,11,5,31,78,4,4,8,7,27 +puhlte01,1991,1,KCA,AL,15,18,0,4,0,0,0,3,0,0,3,2,1,0,0,0,1 +pulliha01,1991,1,KCA,AL,18,33,4,9,1,0,3,4,0,0,3,9,1,0,1,0,1 +quinolu01,1991,1,CIN,NL,97,212,15,47,4,3,4,20,1,2,21,31,3,2,1,1,2 +quintca01,1991,1,BOS,AL,149,478,69,141,21,1,11,71,1,0,61,66,2,2,6,3,17 +quirkja01,1991,1,OAK,AL,76,203,16,53,4,0,1,17,0,3,16,28,1,2,3,0,7 +radinsc01,1991,1,CHA,AL,67,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +raineti01,1991,1,CHA,AL,155,609,102,163,20,6,5,50,51,15,83,68,9,5,9,3,7 +ramirra01,1991,1,HOU,NL,101,233,17,55,10,0,1,20,3,3,13,40,1,0,1,2,3 +ramosjo01,1991,1,NYA,AL,10,26,4,8,1,0,0,3,0,0,1,3,0,0,0,2,1 +randowi01,1991,1,ML4,AL,124,431,60,141,14,3,0,54,4,2,75,38,3,0,3,3,14 +rasmude01,1991,1,SDN,NL,25,44,3,6,1,0,0,0,0,0,5,12,0,0,3,0,0 +readyra01,1991,1,PHI,NL,76,205,32,51,10,1,1,20,2,1,47,25,3,1,1,4,5 +reardje01,1991,1,BOS,AL,57,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +redfijo01,1991,1,PIT,NL,11,18,1,2,0,0,0,0,0,1,4,1,0,0,1,0,0 +redusga01,1991,1,PIT,NL,98,252,45,62,12,2,7,24,17,3,28,39,2,3,1,4,0 +reedje02,1991,1,CIN,NL,91,270,20,72,15,2,3,31,0,1,23,38,3,1,1,5,6 +reedjo01,1991,1,BOS,AL,153,618,87,175,42,2,5,60,6,5,60,53,2,4,11,3,15 +reedri01,1991,1,PIT,NL,1,2,0,1,1,0,0,2,0,0,0,0,0,0,0,0,0 +reimeke01,1991,1,TEX,AL,136,394,46,106,22,0,20,69,0,3,33,93,6,7,0,6,10 +remlimi01,1991,1,SFN,NL,8,7,1,0,0,0,0,0,0,0,1,2,0,0,4,0,0 +renfrla01,1991,1,CHN,NL,4,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reuscri01,1991,1,SFN,NL,4,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reyesgi01,1991,1,MON,NL,83,207,11,45,9,0,0,13,2,4,19,51,2,1,1,1,3 +reynoar02,1991,1,ATL,NL,6,7,0,0,0,0,0,0,0,0,1,5,0,0,0,0,0 +reynoha01,1991,1,SEA,AL,161,631,95,160,34,6,3,57,28,8,72,63,2,5,14,6,11 +rhodear01,1991,1,BAL,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rhodeka01,1991,1,HOU,NL,44,136,7,29,3,1,1,12,2,2,14,26,3,1,0,1,3 +ricepa01,1991,1,SEA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +richaje01,1991,1,PIT,NL,6,4,0,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +riesgni01,1991,1,MON,NL,4,7,1,1,0,0,0,0,0,0,3,1,0,0,0,0,1 +righeda01,1991,1,SFN,NL,61,3,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +rijojo01,1991,1,CIN,NL,31,67,7,14,0,0,0,5,0,1,2,13,0,0,9,0,0 +rileser01,1991,1,OAK,AL,108,281,30,60,8,4,5,32,3,2,31,42,3,1,4,4,8 +ripkebi01,1991,1,BAL,AL,104,287,24,62,11,1,0,14,0,1,15,31,0,0,11,2,14 +ripkeca01,1991,1,BAL,AL,162,650,99,210,46,5,34,114,6,1,53,46,15,5,0,9,19 +ritchwa01,1991,1,PHI,NL,39,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +ritzke01,1991,1,DET,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +riverlu01,1991,1,BOS,AL,129,414,64,107,22,3,8,40,4,4,35,86,0,3,12,4,10 +roberbi01,1991,1,SDN,NL,117,424,66,119,13,3,3,32,26,11,37,71,0,4,4,3,6 +robindo01,1991,1,SFN,NL,35,40,1,6,1,0,0,4,0,0,1,13,0,0,0,0,0 +robinje01,1991,1,CAL,AL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +robinje02,1991,1,BAL,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +robinro01,1991,1,ML4,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodrica01,1991,1,NYA,AL,15,37,1,7,0,0,0,2,0,0,1,2,0,0,1,0,3 +rodriiv01,1991,1,TEX,AL,88,280,24,74,16,0,3,27,0,1,5,42,0,0,2,1,10 +rodriri02,1991,1,SDN,NL,65,5,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +rodriro02,1991,1,PIT,NL,18,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rogerke01,1991,1,TEX,AL,63,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rohdeda01,1991,1,HOU,NL,29,41,3,5,0,0,0,0,0,0,5,8,0,0,2,0,1 +rojasme01,1991,1,MON,NL,37,4,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +rominke01,1991,1,BOS,AL,44,55,7,9,2,0,1,7,1,1,3,10,0,0,0,0,1 +rosebo01,1991,1,CAL,AL,22,65,5,18,5,1,1,8,0,0,3,13,0,0,0,1,1 +rosenst01,1991,1,SDN,NL,10,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +rosenwa01,1991,1,TEX,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rossyri01,1991,1,ATL,NL,5,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +rowlari01,1991,1,DET,AL,4,4,0,1,0,0,0,1,0,0,1,2,0,0,0,1,0 +royerst01,1991,1,SLN,NL,9,21,1,6,1,0,0,1,0,0,1,2,0,0,0,0,0 +ruffibr01,1991,1,PHI,NL,31,24,0,0,0,0,0,0,0,0,4,18,0,0,6,0,0 +ruskisc01,1991,1,MON,NL,64,2,1,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +russeje01,1991,1,TEX,AL,68,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +russejo02,1991,1,TEX,AL,22,27,3,3,0,0,0,1,0,0,1,7,0,0,0,1,0 +ryanno01,1991,1,TEX,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +saberbr01,1991,1,KCA,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +saboch01,1991,1,CIN,NL,153,582,91,175,35,3,26,88,19,6,44,79,3,6,5,3,13 +salasma01,1991,1,DET,AL,33,57,2,5,1,0,1,7,0,0,0,10,0,2,0,1,0 +salazlu01,1991,1,CHN,NL,103,333,34,86,14,1,14,38,0,3,15,45,1,1,2,0,8 +sampebi01,1991,1,MON,NL,43,13,2,3,0,0,0,1,0,0,0,6,0,0,2,0,0 +samueju01,1991,1,LAN,NL,153,594,74,161,22,6,12,58,23,8,49,133,4,3,10,3,8 +sanchre01,1991,1,CHN,NL,13,23,1,6,0,0,0,2,0,0,4,3,0,0,0,0,0 +sandbry01,1991,1,CHN,NL,158,585,104,170,32,2,26,100,22,8,87,89,4,2,1,9,9 +sandede02,1991,1,ATL,NL,54,110,16,21,1,2,4,13,11,3,12,23,0,0,0,0,1 +sandere02,1991,1,CIN,NL,9,40,6,8,0,0,1,3,1,1,0,9,0,0,0,0,1 +sandesc01,1991,1,NYA,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sanfomo01,1991,1,CIN,NL,5,8,0,0,0,0,0,0,0,0,0,5,0,0,2,0,0 +santibe01,1991,1,SDN,NL,152,580,60,155,22,3,17,87,8,10,23,114,5,4,0,7,21 +santone01,1991,1,MON,NL,41,96,7,24,5,0,2,14,0,0,2,18,2,0,0,4,4 +sassema01,1991,1,NYN,NL,96,228,18,62,14,2,5,35,0,2,9,19,2,1,1,4,6 +sauveri01,1991,1,NYN,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +saxst01,1991,1,NYA,AL,158,652,85,198,38,2,10,56,31,11,41,38,2,3,5,6,15 +scanlbo01,1991,1,CHN,NL,40,24,0,1,0,0,0,1,0,0,1,10,0,0,2,0,3 +schaeje01,1991,1,SEA,AL,84,164,19,41,7,1,1,11,3,1,5,25,0,0,6,0,7 +schatda01,1991,1,KCA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schilcu01,1991,1,HOU,NL,56,3,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0 +schirca01,1991,1,TEX,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schmida01,1991,1,MON,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schofdi02,1991,1,CAL,AL,134,427,44,96,9,3,0,31,8,4,50,69,2,3,7,0,3 +schoomi01,1991,1,SEA,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schoupe01,1991,1,NYN,NL,35,22,0,3,1,0,0,3,0,0,2,9,0,0,0,0,0 +schulje01,1991,1,PIT,NL,3,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +schuri01,1991,1,PHI,NL,17,22,1,2,0,0,0,2,0,0,1,7,0,0,0,1,1 +sciosmi01,1991,1,LAN,NL,119,345,39,91,16,2,8,40,4,3,47,32,3,3,5,4,5 +scottdo01,1991,1,CIN,NL,10,19,0,3,0,0,0,0,0,0,0,2,0,0,0,0,0 +scottga01,1991,1,CHN,NL,31,79,8,13,3,0,1,5,0,1,13,14,4,3,1,0,2 +scottmi03,1991,1,HOU,NL,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +scottti01,1991,1,SDN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +scrugto01,1991,1,TEX,AL,5,6,1,0,0,0,0,0,0,0,0,1,0,0,0,0,1 +scuddsc01,1991,1,CIN,NL,27,29,2,3,0,0,1,1,0,0,0,11,0,0,2,0,0 +seaneru01,1991,1,CLE,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +searcst01,1991,1,DET,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +searcst01,1991,2,PHI,NL,18,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +seguida01,1991,1,BAL,AL,86,212,15,59,7,0,2,22,1,1,12,19,2,0,3,1,7 +segurjo01,1991,1,SFN,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +seitzke01,1991,1,KCA,AL,85,234,28,62,11,3,1,25,4,1,29,21,3,2,1,1,4 +servasc01,1991,1,HOU,NL,16,37,0,6,3,0,0,6,0,0,4,8,0,0,1,0,0 +sharpmi01,1991,1,LAN,NL,105,216,24,60,11,2,2,20,1,3,25,24,0,1,10,0,2 +shawje01,1991,1,CLE,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sheffga01,1991,1,ML4,AL,50,175,25,34,12,2,2,22,5,5,19,15,1,3,1,5,3 +shelbjo01,1991,1,DET,AL,53,143,19,22,8,1,3,8,0,2,8,23,1,1,1,0,3 +sheripa01,1991,1,NYA,AL,62,113,13,23,3,0,4,7,1,1,13,30,1,0,1,0,6 +sherrti01,1991,1,SLN,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shiplcr01,1991,1,SDN,NL,37,91,6,25,3,0,1,6,0,1,2,14,0,1,1,0,1 +shower01,1991,1,OAK,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shumpte01,1991,1,KCA,AL,144,369,45,80,16,4,5,34,17,11,30,75,0,5,10,3,10 +sierrru01,1991,1,TEX,AL,161,661,110,203,44,5,25,116,16,4,56,91,7,0,0,9,17 +simmsmi01,1991,1,HOU,NL,49,123,18,25,5,0,3,16,1,0,18,38,0,0,0,2,2 +simondo01,1991,1,NYN,NL,42,3,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +sinatma01,1991,1,SEA,AL,5,8,1,2,0,0,0,1,0,0,1,1,0,0,0,0,0 +siskdo01,1991,1,ATL,NL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +skinnjo01,1991,1,CLE,AL,99,284,23,69,14,0,1,24,0,2,14,67,1,1,4,2,8 +slaugdo01,1991,1,PIT,NL,77,220,19,65,17,1,1,29,1,0,21,32,1,3,5,1,6 +slocuhe01,1991,1,CHN,NL,52,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +slusajo01,1991,1,OAK,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smilejo01,1991,1,PIT,NL,33,70,3,7,0,0,0,3,0,0,3,24,0,0,6,0,1 +smithbr01,1991,1,SLN,NL,31,65,6,16,1,0,0,8,0,0,1,11,0,0,7,1,0 +smithda02,1991,1,CHN,NL,35,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithdw01,1991,1,CHN,NL,90,167,16,38,7,2,3,21,2,3,11,32,2,1,1,0,2 +smithgr01,1991,1,LAN,NL,5,3,1,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +smithle02,1991,1,SLN,NL,67,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithlo01,1991,1,ATL,NL,122,353,58,97,19,1,7,44,9,5,50,64,3,9,2,2,4 +smithoz01,1991,1,SLN,NL,150,550,96,157,30,3,3,50,35,9,83,36,2,1,6,1,8 +smithpe02,1991,1,ATL,NL,14,12,1,2,0,0,0,0,0,0,1,5,0,0,1,0,0 +smithro01,1991,1,BAL,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithza01,1991,1,PIT,NL,36,71,3,13,3,0,0,10,0,0,3,8,0,1,13,1,0 +smoltjo01,1991,1,ATL,NL,38,65,7,7,3,0,0,3,0,0,5,28,0,0,8,0,0 +snydeco02,1991,1,CHA,AL,50,117,10,22,4,0,3,11,0,0,6,41,1,0,3,0,5 +snydeco02,1991,2,TOR,AL,21,49,4,7,0,1,0,6,0,0,3,19,0,0,1,1,1 +sojolu01,1991,1,CAL,AL,113,364,38,94,14,1,3,20,4,2,14,26,0,5,19,0,12 +sorrepa01,1991,1,MIN,AL,26,47,6,12,2,0,4,13,0,0,4,11,2,0,0,0,3 +sosasa01,1991,1,CHA,AL,116,316,39,64,10,1,10,33,13,6,14,98,2,2,5,1,5 +spehrti01,1991,1,KCA,AL,37,74,7,14,5,0,3,14,1,0,9,18,0,1,3,1,2 +spierbi01,1991,1,ML4,AL,133,414,71,117,13,6,8,54,14,8,34,55,0,2,10,4,9 +spraged02,1991,1,TOR,AL,61,160,17,44,7,0,4,20,0,3,19,43,2,3,0,1,2 +stanlmi02,1991,1,TEX,AL,95,181,25,45,13,1,3,25,0,0,34,44,0,2,5,1,2 +stantmi02,1991,1,ATL,NL,74,6,0,3,1,0,0,1,0,0,1,1,0,0,0,0,0 +stclara01,1991,1,ATL,NL,19,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +steinte01,1991,1,OAK,AL,129,456,50,125,31,1,6,67,2,2,22,70,4,7,0,9,15 +stephph01,1991,1,SDN,NL,11,7,0,2,0,0,0,0,0,0,2,3,0,0,0,0,0 +stephra01,1991,1,SLN,NL,6,7,0,2,0,0,0,0,0,0,1,3,0,0,0,0,0 +stevele01,1991,1,CAL,AL,18,58,8,17,7,0,0,9,1,2,6,12,2,0,1,1,0 +stewada01,1991,1,OAK,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stiebda01,1991,1,TOR,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stillku01,1991,1,KCA,AL,122,385,44,102,17,1,6,51,3,4,33,56,5,1,5,4,8 +stottto01,1991,1,TOR,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +strando01,1991,1,CHN,NL,3,9,0,4,1,0,0,1,1,0,0,1,0,1,0,1,0 +strawda01,1991,1,LAN,NL,139,505,86,134,22,4,28,99,10,8,75,125,4,3,0,5,8 +stubbfr01,1991,1,ML4,AL,103,362,48,77,16,2,11,38,13,4,35,71,3,2,0,5,4 +surhobj01,1991,1,ML4,AL,143,505,57,146,19,4,5,68,5,8,26,33,2,0,13,9,21 +sutclri01,1991,1,CHN,NL,20,32,2,3,1,0,0,2,0,0,1,9,0,0,5,0,1 +sutkogl01,1991,1,CIN,NL,10,10,0,1,0,0,0,1,0,0,2,6,0,0,0,0,0 +sveumda01,1991,1,ML4,AL,90,266,33,64,19,1,4,43,2,4,32,78,0,1,5,4,8 +swanru01,1991,1,SEA,AL,63,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +swiftbi02,1991,1,SEA,AL,71,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +swindgr01,1991,1,CLE,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tablepa01,1991,1,TOR,AL,82,185,20,40,5,1,1,21,0,0,29,21,5,1,2,5,3 +tackeje01,1991,1,BAL,AL,6,8,1,1,0,0,0,0,0,0,2,2,0,0,1,0,0 +tananfr01,1991,1,DET,AL,33,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +tapanke01,1991,1,MIN,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tartada01,1991,1,KCA,AL,132,484,78,153,35,3,31,100,6,3,65,121,6,3,0,5,9 +taubeed01,1991,1,CLE,AL,26,66,5,16,2,1,0,8,0,0,5,16,1,0,0,2,1 +taylowa01,1991,1,NYA,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +telfoan01,1991,1,BAL,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +templga01,1991,1,SDN,NL,32,57,5,11,1,1,1,6,0,1,1,9,0,0,0,1,3 +templga01,1991,2,NYN,NL,80,219,20,50,9,1,2,20,3,1,9,29,3,0,4,2,7 +terrewa01,1991,1,DET,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +terrysc01,1991,1,SLN,NL,65,7,1,1,0,0,0,1,0,0,0,2,0,0,0,0,0 +tettlmi01,1991,1,DET,AL,154,501,85,132,17,2,31,89,3,3,101,131,9,2,0,4,12 +teufeti01,1991,1,NYN,NL,20,34,2,4,0,0,1,2,1,1,2,8,0,0,0,0,0 +teufeti01,1991,2,SDN,NL,97,307,39,70,16,0,11,42,8,2,49,69,4,1,4,2,8 +tewksbo01,1991,1,SLN,NL,30,58,5,9,1,0,0,2,0,0,4,16,0,0,7,0,1 +thigpbo01,1991,1,CHA,AL,67,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thomafr04,1991,1,CHA,AL,158,559,104,178,31,2,32,109,1,2,138,112,13,1,0,2,20 +thomeji01,1991,1,CLE,AL,27,98,7,25,4,2,1,9,1,1,5,16,1,1,0,0,4 +thompmi02,1991,1,SLN,NL,115,326,55,100,16,5,6,34,16,9,32,53,7,0,2,1,4 +thompro01,1991,1,SFN,NL,144,492,74,129,24,5,19,48,14,7,63,95,2,6,11,1,5 +thondi01,1991,1,PHI,NL,146,539,44,136,18,4,9,44,11,5,25,84,6,0,2,4,9 +thurmga01,1991,1,KCA,AL,80,184,24,51,9,0,2,13,15,5,11,42,0,1,3,1,4 +timlimi01,1991,1,TOR,AL,63,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tinglro01,1991,1,CAL,AL,45,115,11,23,7,0,1,13,1,1,8,34,0,1,4,0,1 +tolenjo01,1991,1,HOU,NL,44,54,6,14,4,0,1,6,0,0,4,9,0,0,0,1,2 +tomlira01,1991,1,PIT,NL,32,52,5,10,1,0,0,2,0,0,2,18,0,0,13,0,2 +torveke01,1991,1,NYN,NL,10,8,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1 +trammal01,1991,1,DET,AL,101,375,57,93,20,0,9,55,11,2,37,39,1,3,5,1,7 +treadje01,1991,1,ATL,NL,106,306,41,98,17,2,3,32,2,2,23,19,1,2,2,3,8 +turnesh01,1991,1,BAL,AL,4,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +uribejo01,1991,1,SFN,NL,90,231,23,51,8,4,1,12,3,4,20,33,6,0,1,0,2 +valdeef01,1991,1,CLE,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +valdese01,1991,1,CLE,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +valenfe01,1991,1,CAL,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +valerju01,1991,1,NYN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +valleda01,1991,1,SEA,AL,132,324,38,63,8,1,8,32,0,2,34,49,0,9,6,3,19 +vandejo02,1991,1,MON,NL,21,61,4,13,4,1,1,8,0,0,1,18,0,0,0,1,2 +vanpoto01,1991,1,OAK,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vanslan01,1991,1,PIT,NL,138,491,87,130,24,7,17,83,10,3,71,85,1,4,0,11,5 +varshga01,1991,1,PIT,NL,99,187,23,51,11,2,4,23,9,2,19,34,2,2,1,1,2 +vatchji01,1991,1,SDN,NL,17,20,3,4,0,0,0,2,1,0,4,6,0,0,0,0,0 +vaughgr01,1991,1,ML4,AL,145,542,81,132,24,5,27,98,2,2,62,125,2,1,2,7,5 +vaughmo01,1991,1,BOS,AL,74,219,21,57,12,0,4,32,2,1,26,43,2,2,0,4,7 +velarra01,1991,1,NYA,AL,80,184,19,45,11,1,1,15,3,1,18,43,0,3,5,0,6 +venabma01,1991,1,CAL,AL,82,187,24,46,8,2,3,21,2,1,11,30,2,2,4,2,5 +venturo01,1991,1,CHA,AL,157,606,92,172,25,1,23,100,2,4,80,67,3,4,8,7,22 +villahe01,1991,1,CHN,NL,71,192,23,53,10,1,13,32,0,0,21,30,1,0,0,1,3 +violafr01,1991,1,NYN,NL,35,71,2,9,2,0,0,1,0,0,2,13,0,0,10,0,1 +vizcajo01,1991,1,CHN,NL,93,145,7,38,5,0,0,10,2,1,5,18,0,0,2,2,1 +vizquom01,1991,1,SEA,AL,142,426,42,98,16,4,1,41,7,2,45,37,0,0,8,3,8 +wagnehe02,1991,1,KCA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wainhda01,1991,1,MON,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wakamdo01,1991,1,CHA,AL,18,31,2,7,0,0,0,0,0,0,1,6,0,0,0,0,0 +walkbo01,1991,1,PIT,NL,25,39,2,8,1,0,1,5,0,0,1,11,0,0,2,0,1 +walkech01,1991,1,CHN,NL,124,374,51,96,10,1,6,34,13,5,33,57,2,0,1,3,3 +walkela01,1991,1,MON,NL,137,487,59,141,30,2,16,64,14,9,42,102,2,5,1,4,7 +walkemi01,1991,1,CLE,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wallati01,1991,1,MON,NL,151,577,60,130,22,1,13,73,2,4,50,100,8,6,0,4,12 +wallide01,1991,1,TEX,AL,24,44,1,4,1,0,0,2,0,0,3,8,0,2,0,0,3 +waltobr01,1991,1,OAK,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +waltoje01,1991,1,CHN,NL,123,270,42,59,13,1,5,17,7,3,19,55,0,3,3,3,7 +wapnist01,1991,1,CHA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +warddu01,1991,1,TOR,AL,81,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wardke01,1991,1,SDN,NL,44,107,13,26,7,2,2,8,1,4,9,27,0,1,1,0,3 +wardtu01,1991,1,CLE,AL,40,100,11,23,7,0,0,5,0,0,10,16,0,0,4,0,1 +wardtu01,1991,2,TOR,AL,8,13,1,4,0,0,0,2,0,0,1,2,0,0,0,0,1 +waynega01,1991,1,MIN,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +weathda01,1991,1,TOR,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +webstle01,1991,1,MIN,AL,18,34,7,10,1,0,3,8,0,0,6,10,0,0,0,1,2 +webstmi01,1991,1,CLE,AL,13,32,2,4,0,0,0,0,2,2,3,9,0,0,1,0,0 +webstmi01,1991,2,PIT,NL,36,97,9,17,3,4,1,9,0,0,9,31,1,0,0,0,3 +webstmi01,1991,3,LAN,NL,58,74,12,21,5,1,1,10,0,1,9,21,0,0,1,0,0 +wedgeer01,1991,1,BOS,AL,1,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +wegmabi01,1991,1,ML4,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wehnejo01,1991,1,PIT,NL,37,106,15,36,7,0,0,7,3,0,7,17,0,0,0,0,0 +weisswa01,1991,1,OAK,AL,40,133,15,30,6,1,0,13,6,0,12,14,0,0,1,2,3 +welchbo01,1991,1,OAK,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wellsda01,1991,1,TOR,AL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +westda01,1991,1,MIN,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +westomi01,1991,1,TOR,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wettejo01,1991,1,LAN,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +whitalo01,1991,1,DET,AL,138,470,94,131,26,2,23,78,4,2,90,45,6,2,2,8,3 +whitede03,1991,1,TOR,AL,156,642,110,181,40,10,17,60,33,10,55,135,1,7,5,6,7 +whitema01,1991,1,TOR,AL,46,149,12,33,4,3,2,19,0,1,11,35,1,1,0,3,5 +whitema01,1991,2,CLE,AL,70,258,34,66,14,4,7,26,4,2,19,50,1,2,0,2,8 +whitewa02,1991,1,NYN,NL,36,33,2,6,1,0,0,0,0,0,2,6,0,0,5,0,0 +whitsed01,1991,1,SDN,NL,13,24,1,3,0,0,0,1,0,0,1,6,0,0,2,0,0 +whitter01,1991,1,BAL,AL,35,62,5,15,2,0,0,3,0,0,8,12,0,0,0,0,3 +wilkecu01,1991,1,PIT,NL,85,191,20,36,9,1,2,18,2,1,15,40,0,0,0,4,2 +wilkide01,1991,1,HOU,NL,7,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +wilkiri01,1991,1,CHN,NL,86,203,21,45,9,0,6,22,3,3,19,56,2,6,7,0,3 +willaje01,1991,1,ATL,NL,17,14,1,3,0,0,1,4,0,0,2,5,0,0,0,0,0 +willibe02,1991,1,NYA,AL,85,320,43,76,19,4,3,34,10,5,48,57,0,1,2,3,4 +willibr01,1991,1,HOU,NL,2,3,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0 +willica01,1991,1,MIN,AL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +willike02,1991,1,TOR,AL,13,29,5,6,2,0,1,3,1,0,4,5,0,1,0,1,1 +willike02,1991,2,MON,NL,34,70,11,19,5,2,0,1,2,1,3,22,0,1,0,0,1 +willima04,1991,1,SFN,NL,157,589,72,158,24,5,34,98,5,5,33,128,6,6,0,7,11 +willima05,1991,1,BAL,AL,65,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +willimi02,1991,1,PHI,NL,69,1,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +willsfr01,1991,1,TOR,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wilsocr01,1991,1,SLN,NL,60,82,5,14,2,0,0,13,0,0,6,10,2,0,0,2,2 +wilsomo01,1991,1,TOR,AL,86,241,26,58,12,4,2,28,11,3,8,35,0,5,2,2,4 +wilsost01,1991,1,CHN,NL,9,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +wilsost01,1991,2,LAN,NL,11,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wilsotr01,1991,1,SFN,NL,48,51,7,12,1,0,1,5,0,0,4,16,0,1,8,0,2 +wilsowi02,1991,1,OAK,AL,113,294,38,70,14,4,0,28,20,5,18,43,1,4,1,1,11 +winfida01,1991,1,CAL,AL,150,568,75,149,27,4,28,86,7,2,56,109,4,1,2,6,21 +winnihe01,1991,1,CIN,NL,98,169,17,38,6,1,1,4,4,4,11,40,1,0,2,0,2 +witmero01,1991,1,OAK,AL,11,19,0,1,0,0,0,0,0,0,0,5,0,0,0,0,1 +wittbo01,1991,1,TEX,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wittmi01,1991,1,NYA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wohlema01,1991,1,ATL,NL,17,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +woodte01,1991,1,SFN,NL,10,25,0,3,0,0,0,1,0,0,2,11,0,0,1,0,0 +worthcr01,1991,1,BAL,AL,31,102,11,23,3,0,4,12,0,1,12,14,0,1,1,0,3 +yeldier01,1991,1,HOU,NL,78,276,19,67,11,1,1,20,11,9,13,46,3,0,3,1,4 +yorkmi01,1991,1,CLE,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +youngan01,1991,1,NYN,NL,10,14,0,2,1,0,0,0,0,0,0,4,0,0,1,0,0 +youngcl01,1991,1,CAL,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +youngcu01,1991,1,OAK,AL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +youngge02,1991,1,HOU,NL,108,142,26,31,3,1,1,11,16,5,24,17,0,0,1,2,3 +youngma01,1991,1,BOS,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +yountro01,1991,1,ML4,AL,130,503,66,131,20,4,10,77,6,4,54,79,8,4,1,9,13 +zeileto01,1991,1,SLN,NL,155,565,76,158,36,3,11,81,17,11,62,94,3,5,0,6,15 +zoskyed01,1991,1,TOR,AL,18,27,2,4,1,1,0,2,0,0,0,8,0,0,1,0,1 +zupcibo01,1991,1,BOS,AL,18,25,3,4,0,0,1,3,0,0,1,6,0,0,1,0,0 +zuvelpa01,1991,1,KCA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +abbotji01,1992,1,CAL,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +abbotky01,1992,1,PHI,NL,31,29,1,2,1,0,0,2,0,0,1,18,0,0,6,0,0 +abbotpa01,1992,1,MIN,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +abnersh01,1992,1,CHA,AL,97,208,21,58,10,1,1,16,1,2,12,35,2,3,2,3,3 +ackerji01,1992,1,SEA,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +afenitr01,1992,1,CIN,NL,16,34,3,6,1,2,0,4,0,0,5,12,0,0,1,0,0 +agostju01,1992,1,SLN,NL,22,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +agostju01,1992,2,SEA,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +aguilri01,1992,1,MIN,AL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +aldresc01,1992,1,DET,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +alexage01,1992,1,TEX,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +alexama02,1992,1,BAL,AL,4,5,1,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +alicelu01,1992,1,SLN,NL,85,265,26,65,9,11,2,32,2,5,27,40,1,4,2,4,5 +allanan01,1992,1,ML4,AL,9,25,6,8,1,0,0,0,3,1,1,2,0,0,2,0,1 +alomaro01,1992,1,TOR,AL,152,571,105,177,27,8,8,76,49,9,87,52,5,5,6,2,8 +alomasa02,1992,1,CLE,AL,89,299,22,75,16,0,2,26,3,3,13,32,3,5,3,0,7 +aloumo01,1992,1,MON,NL,115,341,53,96,28,2,9,56,16,2,25,46,0,1,5,5,5 +alvarwi01,1992,1,CHA,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +amarari01,1992,1,SEA,AL,35,100,9,24,3,0,1,7,4,2,5,16,0,0,4,0,4 +amaroru02,1992,1,PHI,NL,126,374,43,82,15,6,7,34,11,5,37,54,1,9,4,2,11 +anderbr01,1992,1,BAL,AL,159,623,100,169,28,10,21,80,53,16,98,98,14,9,10,9,2 +anderda02,1992,1,LAN,NL,51,84,10,24,4,0,3,8,0,4,4,11,0,0,1,2,3 +anderla02,1992,1,SDN,NL,34,1,1,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +anthoer01,1992,1,HOU,NL,137,440,45,105,15,1,19,80,5,4,38,98,5,1,0,4,7 +appieke01,1992,1,KCA,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +aquinlu01,1992,1,KCA,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ariasal01,1992,1,CHN,NL,32,99,14,29,6,0,0,7,0,0,11,13,0,2,1,0,4 +armstja01,1992,1,CLE,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +arnsbbr01,1992,1,CLE,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ashbyan01,1992,1,PHI,NL,10,11,0,1,1,0,0,1,0,0,0,7,0,0,2,0,0 +ashlebi01,1992,1,LAN,NL,29,95,6,21,5,0,2,6,0,0,5,34,0,0,0,0,2 +assenpa01,1992,1,CHN,NL,70,4,1,0,0,0,0,0,0,0,1,1,0,0,2,0,0 +astacpe01,1992,1,LAN,NL,11,24,2,3,0,0,0,1,0,0,0,14,0,0,5,0,0 +austiji02,1992,1,ML4,AL,47,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +averyst01,1992,1,ATL,NL,35,76,8,13,2,1,0,4,0,1,3,22,0,0,9,0,0 +ayalabo01,1992,1,CIN,NL,5,9,1,0,0,0,0,0,0,0,0,6,0,0,1,0,0 +ayraubo01,1992,1,PHI,NL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +azocaos01,1992,1,SDN,NL,99,168,15,32,6,0,0,8,1,0,9,12,1,0,4,1,3 +backmwa01,1992,1,PHI,NL,42,48,6,13,1,0,0,6,1,0,6,9,1,0,1,0,3 +baergca01,1992,1,CLE,AL,161,657,92,205,32,1,20,105,10,2,35,76,10,13,2,9,15 +baezke01,1992,1,NYN,NL,6,13,0,2,0,0,0,0,0,0,0,0,0,0,0,0,1 +bagweje01,1992,1,HOU,NL,162,586,87,160,34,6,18,96,10,6,84,97,13,12,2,13,17 +bailema01,1992,1,SFN,NL,13,26,0,4,1,0,0,1,0,0,3,7,0,0,0,0,0 +bailesc01,1992,1,CAL,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +baineha01,1992,1,OAK,AL,140,478,58,121,18,0,16,76,1,3,59,61,6,0,0,6,11 +balleja01,1992,1,PHI,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bankhsc01,1992,1,CIN,NL,54,9,0,2,0,0,0,0,0,0,0,7,0,0,2,0,0 +bankswi01,1992,1,MIN,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bannifl01,1992,1,TEX,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barbebr01,1992,1,MON,NL,111,285,26,66,11,0,1,24,9,5,47,62,3,8,1,2,4 +barfije01,1992,1,NYA,AL,30,95,8,13,2,0,2,7,1,1,9,27,2,0,0,1,5 +barnebr01,1992,1,MON,NL,21,29,1,8,0,0,0,1,0,0,1,15,0,0,6,0,0 +barnesk01,1992,1,DET,AL,95,165,27,45,8,1,3,25,3,1,10,18,1,2,2,2,4 +barreto01,1992,1,BOS,AL,4,3,1,0,0,0,0,0,0,0,2,0,0,0,1,0,0 +bartosh01,1992,1,SEA,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +basske01,1992,1,SFN,NL,89,265,25,71,11,3,7,30,7,7,16,53,1,1,1,2,6 +basske01,1992,2,NYN,NL,46,137,15,37,12,2,2,9,7,2,7,17,2,0,0,1,2 +batiski01,1992,1,PHI,NL,44,136,9,28,4,0,1,10,0,0,4,18,1,0,2,3,7 +batismi01,1992,1,PIT,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +beckro01,1992,1,SFN,NL,65,2,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +belchti01,1992,1,CIN,NL,35,76,3,8,1,0,1,4,0,0,0,28,0,0,7,0,1 +belinst01,1992,1,PIT,NL,59,3,1,2,1,0,0,2,0,0,0,0,0,0,0,0,0 +bellde01,1992,1,TOR,AL,61,161,23,39,6,3,2,15,7,2,15,34,1,5,2,1,6 +belleal01,1992,1,CLE,AL,153,585,81,152,23,1,34,112,8,2,52,128,5,4,1,8,18 +beller01,1992,1,CLE,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bellge02,1992,1,CHA,AL,155,627,74,160,27,0,25,112,5,2,31,97,8,6,0,6,29 +bellira01,1992,1,ATL,NL,144,285,20,60,6,1,0,14,0,1,14,43,4,3,13,0,6 +bellja01,1992,1,PIT,NL,159,632,87,167,36,6,9,55,7,5,55,103,0,4,19,2,12 +bellju01,1992,1,PHI,NL,46,147,12,30,3,1,1,8,5,0,18,29,5,1,0,2,1 +beltres01,1992,1,CHA,AL,49,110,21,21,2,0,1,10,1,0,3,18,0,0,2,1,3 +benavfr01,1992,1,CIN,NL,74,173,14,40,10,1,1,17,0,1,10,34,4,1,2,0,3 +benesan01,1992,1,SDN,NL,34,67,3,10,2,0,1,5,0,0,5,29,0,0,5,1,1 +benjami01,1992,1,SFN,NL,40,75,4,13,2,1,1,3,1,0,4,15,1,0,3,0,1 +benzito01,1992,1,LAN,NL,121,293,24,70,16,2,4,31,2,4,15,54,1,0,0,5,6 +berenju01,1992,1,ATL,NL,28,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +berenju01,1992,2,KCA,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bergmda01,1992,1,DET,AL,87,181,17,42,3,0,1,10,1,0,20,19,1,0,1,2,4 +berroge01,1992,1,CIN,NL,13,15,2,4,1,0,0,0,0,1,2,1,0,1,0,0,1 +berryda01,1992,1,ATL,NL,101,307,21,70,16,1,10,43,0,2,17,67,4,1,0,3,4 +berryse01,1992,1,MON,NL,24,57,5,19,1,0,1,4,2,1,1,11,0,0,0,0,1 +bicheda01,1992,1,ML4,AL,112,387,37,111,27,2,5,41,18,7,16,74,3,3,2,3,13 +bielemi01,1992,1,ATL,NL,19,24,1,3,0,0,0,0,0,0,0,13,0,0,4,0,1 +biggicr01,1992,1,HOU,NL,162,613,96,170,32,3,6,39,38,15,94,95,9,7,5,2,5 +bilarda01,1992,1,SDN,NL,17,33,2,4,1,0,0,1,0,0,4,8,1,0,3,0,1 +birkbmi01,1992,1,NYN,NL,1,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +blackbu02,1992,1,SFN,NL,28,54,1,3,1,0,0,2,0,0,2,16,0,0,10,0,0 +blairwi01,1992,1,HOU,NL,29,17,0,1,0,0,0,0,0,0,1,14,0,0,1,0,0 +blankla02,1992,1,OAK,AL,123,349,59,84,24,1,3,34,21,7,82,57,2,6,8,1,10 +blausje01,1992,1,ATL,NL,123,343,61,90,19,3,14,46,5,5,46,82,2,4,7,3,2 +blowemi01,1992,1,SEA,AL,31,73,7,14,3,0,1,2,0,0,6,20,0,0,1,0,3 +blylebe01,1992,1,CAL,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +boddimi01,1992,1,KCA,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +boevejo01,1992,1,HOU,NL,81,7,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +boggswa01,1992,1,BOS,AL,143,514,62,133,22,4,7,50,1,3,74,31,19,4,0,6,10 +bohanbr01,1992,1,TEX,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +boltoto01,1992,1,BOS,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +boltoto01,1992,2,CIN,NL,16,14,0,0,0,0,0,0,0,0,0,5,0,0,1,0,0 +bondsba01,1992,1,PIT,NL,140,473,109,147,36,5,34,103,39,8,127,69,32,5,0,7,9 +bonesri01,1992,1,ML4,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bonilbo01,1992,1,NYN,NL,128,438,62,109,23,0,19,70,4,3,66,73,10,1,0,1,11 +boonebr01,1992,1,SEA,AL,33,129,15,25,4,0,4,15,1,1,4,34,0,1,1,0,4 +borbope02,1992,1,ATL,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bordepa01,1992,1,TOR,AL,138,480,47,116,26,2,13,53,1,1,33,75,3,2,1,5,11 +bordimi01,1992,1,OAK,AL,154,504,62,151,19,4,3,48,12,6,40,59,2,9,14,5,10 +bosioch01,1992,1,ML4,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +boskish01,1992,1,CHN,NL,23,27,1,5,1,0,0,1,0,0,2,9,0,0,3,0,0 +bostoda01,1992,1,NYN,NL,130,289,37,72,14,2,11,35,12,6,38,60,6,3,0,4,5 +botteke01,1992,1,MON,NL,10,8,1,3,0,0,0,0,0,0,0,3,0,0,1,0,0 +bouchde01,1992,1,CLE,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bournra01,1992,1,LAN,NL,10,20,1,3,1,0,0,0,0,0,1,2,0,1,0,0,0 +bowenry01,1992,1,HOU,NL,15,9,1,1,0,0,0,0,0,1,0,3,0,0,0,0,0 +bradlsc01,1992,1,SEA,AL,2,1,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +bradlsc01,1992,2,CIN,NL,5,5,1,2,0,0,0,1,0,0,1,0,0,0,0,0,0 +bragggl01,1992,1,CIN,NL,92,266,40,63,16,3,8,38,3,1,36,48,5,2,1,2,10 +bransje01,1992,1,CIN,NL,72,115,12,34,7,1,0,15,0,1,5,16,2,0,2,1,4 +brantcl01,1992,1,PHI,NL,28,14,1,3,0,1,0,1,0,0,1,4,0,0,7,0,0 +brantje01,1992,1,SFN,NL,56,9,2,1,0,0,0,0,0,0,1,2,0,0,0,0,0 +breamsi01,1992,1,ATL,NL,125,372,30,97,25,1,10,61,6,0,46,51,2,1,3,4,3 +brettge01,1992,1,KCA,AL,152,592,55,169,35,5,7,61,8,6,35,69,6,6,0,4,15 +brewero01,1992,1,SLN,NL,29,103,11,31,6,0,0,10,0,1,8,12,0,1,0,1,1 +brilegr01,1992,1,SEA,AL,86,200,18,55,10,0,5,12,9,2,4,31,0,1,0,2,4 +brinkbr01,1992,1,PHI,NL,8,12,0,1,0,0,0,0,0,0,0,5,0,1,1,0,0 +briscjo01,1992,1,OAK,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +britobe01,1992,1,MIN,AL,8,14,1,2,1,0,0,2,0,1,0,4,0,0,0,1,0 +brocado01,1992,1,SDN,NL,3,5,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +brognri01,1992,1,DET,AL,9,26,3,5,1,0,1,3,0,0,3,5,0,0,0,0,0 +brookhu01,1992,1,CAL,AL,82,306,28,66,13,0,8,36,3,3,12,46,3,1,0,1,10 +brosisc01,1992,1,OAK,AL,38,87,13,19,2,0,4,13,3,0,3,13,1,2,0,1,0 +brownja03,1992,1,MIN,AL,35,15,8,1,0,0,0,0,2,2,2,4,0,1,0,0,0 +brownje01,1992,1,OAK,AL,111,324,43,93,12,2,3,40,3,3,40,40,0,4,16,6,7 +brownke01,1992,1,TEX,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brownke02,1992,1,CIN,NL,2,2,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +brownke03,1992,1,SEA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brownto05,1992,1,CIN,NL,16,31,4,7,1,0,0,2,0,0,1,6,0,0,2,1,1 +bruetjt01,1992,1,MIN,AL,56,76,7,19,4,0,0,2,6,3,6,12,1,1,1,0,0 +brumfja01,1992,1,CIN,NL,24,30,6,4,0,0,0,2,6,0,2,4,1,1,0,0,0 +brumlmi02,1992,1,BOS,AL,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brunato01,1992,1,BOS,AL,138,458,47,122,31,3,15,74,2,5,66,96,2,0,2,7,11 +buechst01,1992,1,PIT,NL,80,285,27,71,14,1,8,43,0,2,34,61,4,2,2,2,5 +buechst01,1992,2,CHN,NL,65,239,25,66,9,3,1,21,1,1,18,44,2,5,2,1,5 +buhneja01,1992,1,SEA,AL,152,543,69,132,16,3,25,79,0,6,71,146,2,6,1,8,12 +bulliji01,1992,1,CHN,NL,39,20,3,5,0,0,1,2,1,0,1,7,0,0,1,0,0 +bulloer01,1992,1,MON,NL,8,5,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +burbada01,1992,1,SFN,NL,23,15,0,1,0,0,0,1,0,0,1,8,0,0,3,0,0 +burkejo03,1992,1,SFN,NL,32,55,2,1,1,0,0,2,0,0,4,24,0,0,8,0,1 +burketi01,1992,1,NYN,NL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +burketi01,1992,2,NYA,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +burksel01,1992,1,BOS,AL,66,235,35,60,8,3,8,30,5,2,25,48,2,1,0,2,5 +burnsto02,1992,1,TEX,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bushra01,1992,1,MIN,AL,100,182,14,39,8,1,2,22,1,1,11,37,3,2,0,3,5 +butchmi01,1992,1,CAL,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +butlebr01,1992,1,LAN,NL,157,553,86,171,14,11,3,39,41,21,95,67,2,3,24,1,4 +cabrefr01,1992,1,ATL,NL,12,10,2,3,0,0,2,3,0,0,1,1,0,0,0,0,0 +cadargr01,1992,1,NYA,AL,46,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +caldeiv01,1992,1,MON,NL,48,170,19,45,14,2,3,24,1,2,14,22,1,1,0,1,4 +caminke01,1992,1,HOU,NL,135,506,68,149,31,2,13,62,10,4,44,68,13,1,2,4,14 +campbke01,1992,1,OAK,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +campbmi01,1992,1,TEX,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +candaca01,1992,1,HOU,NL,135,320,19,68,12,1,1,18,7,1,24,36,3,3,7,6,5 +candejo01,1992,1,LAN,NL,50,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +candito01,1992,1,LAN,NL,32,56,3,6,1,0,0,1,0,0,1,9,0,0,12,0,5 +cangejo01,1992,1,TEX,AL,73,85,12,16,2,0,1,6,6,5,18,16,0,0,3,0,0 +cansejo01,1992,1,OAK,AL,97,366,66,90,11,0,22,72,5,7,48,104,1,3,0,4,15 +cansejo01,1992,2,TEX,AL,22,73,8,17,4,0,4,15,1,0,15,24,1,3,0,0,1 +canseoz01,1992,1,SLN,NL,9,29,7,8,5,0,0,3,0,0,7,4,0,0,0,0,1 +carmado01,1992,1,TEX,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +carpecr01,1992,1,SLN,NL,73,3,0,1,0,0,0,2,0,0,0,1,0,0,1,0,0 +carrch02,1992,1,SLN,NL,22,64,8,14,3,0,0,3,10,2,9,6,0,0,3,0,0 +carrema01,1992,1,DET,AL,101,336,34,78,11,1,10,41,3,1,22,57,2,1,1,4,12 +cartega01,1992,1,MON,NL,95,285,24,62,18,1,5,29,0,4,33,37,4,2,1,4,4 +cartejo01,1992,1,TOR,AL,158,622,97,164,30,7,34,119,12,5,36,109,4,11,1,13,14 +cartela01,1992,1,SFN,NL,6,10,1,2,0,0,0,0,0,0,0,5,0,1,1,0,0 +casiala01,1992,1,MIN,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +castibr01,1992,1,PHI,NL,28,76,12,15,3,1,2,7,1,0,4,15,0,0,1,0,1 +castifr01,1992,1,CHN,NL,33,65,3,6,0,0,0,1,0,0,3,21,0,0,5,0,2 +castivi02,1992,1,ATL,NL,9,16,1,4,1,0,0,1,0,0,1,4,1,1,0,0,0 +cedenan01,1992,1,HOU,NL,71,220,15,38,13,2,2,13,2,0,14,71,2,3,0,0,1 +ceronri01,1992,1,MON,NL,33,63,10,17,4,0,1,7,1,2,3,5,0,1,1,0,0 +chambwe01,1992,1,PHI,NL,76,275,26,71,18,0,9,41,4,0,10,55,2,1,1,2,7 +chapida01,1992,1,PHI,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +charlno01,1992,1,CIN,NL,64,5,0,1,0,0,0,0,0,0,0,3,0,0,2,0,0 +chiamsc01,1992,1,TEX,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chrismi02,1992,1,CLE,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cianfar01,1992,1,MON,NL,86,232,25,56,5,2,6,30,3,0,11,66,0,1,1,2,2 +clarkda05,1992,1,PIT,NL,23,33,3,7,0,0,2,7,0,0,6,8,0,0,0,1,0 +clarkja01,1992,1,BOS,AL,81,257,32,54,11,0,5,33,1,1,56,87,3,2,0,5,4 +clarkje01,1992,1,SDN,NL,146,496,45,120,22,6,12,58,3,0,22,97,3,4,1,3,7 +clarkma01,1992,1,SLN,NL,20,36,0,5,0,0,0,1,0,0,0,18,0,0,4,0,0 +clarkph02,1992,1,DET,AL,23,54,3,22,4,0,1,5,1,0,6,9,1,0,1,0,2 +clarkwi02,1992,1,SFN,NL,144,513,69,154,40,1,16,73,12,7,73,82,23,4,0,11,5 +claytro01,1992,1,SFN,NL,98,321,31,72,7,4,4,24,8,4,26,63,3,0,3,2,11 +clemepa01,1992,1,SDN,NL,27,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clemepa01,1992,2,BAL,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clemero02,1992,1,BOS,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cochrda01,1992,1,SEA,AL,65,152,10,38,5,0,2,12,1,0,12,34,0,1,2,0,3 +colbecr01,1992,1,SFN,NL,49,126,10,29,5,2,1,16,1,0,9,22,0,0,2,2,8 +colbrgr01,1992,1,MON,NL,52,168,12,45,8,0,2,18,3,2,6,34,1,2,0,4,1 +coleal01,1992,1,CLE,AL,41,97,11,20,1,0,0,5,9,2,10,21,0,1,0,1,2 +coleal01,1992,2,PIT,NL,64,205,33,57,3,7,0,10,7,4,18,46,1,0,1,1,2 +colemvi01,1992,1,NYN,NL,71,229,37,63,11,1,2,21,24,9,27,41,3,2,2,1,1 +colesda01,1992,1,CIN,NL,55,141,16,44,11,2,3,18,1,0,3,15,0,0,3,2,1 +colevi01,1992,1,PIT,NL,8,4,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +coloncr01,1992,1,TEX,AL,14,36,5,6,0,0,0,1,0,0,1,8,0,0,1,0,2 +combspa01,1992,1,PHI,NL,4,8,1,1,1,0,0,2,0,0,1,1,0,0,1,0,0 +coneda01,1992,1,NYN,NL,27,65,5,6,1,0,0,4,0,0,3,19,0,0,7,0,1 +coneda01,1992,2,TOR,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +coninje01,1992,1,KCA,AL,28,91,10,23,5,2,0,9,0,0,8,23,1,0,0,0,1 +cookde01,1992,1,CLE,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cookest01,1992,1,PIT,NL,11,3,0,1,0,0,0,1,0,0,0,0,0,0,2,0,0 +coopesc01,1992,1,BOS,AL,123,337,34,93,21,0,5,33,1,1,37,33,0,0,2,2,5 +corajo01,1992,1,CHA,AL,68,122,27,30,7,1,0,9,10,3,22,13,1,4,2,3,2 +cordewi01,1992,1,MON,NL,45,126,17,38,4,1,2,8,0,0,9,31,0,1,1,0,3 +cormirh01,1992,1,SLN,NL,31,59,3,6,2,0,0,2,0,0,0,13,0,0,10,0,0 +corsiji01,1992,1,OAK,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +costoti01,1992,1,CIN,NL,12,36,3,8,2,0,0,2,0,0,5,6,0,0,0,1,4 +cottohe01,1992,1,SEA,AL,108,294,42,76,11,1,5,27,23,2,14,49,3,1,3,1,2 +coxda01,1992,1,PHI,NL,9,11,0,1,0,0,0,1,0,0,0,7,0,0,0,0,0 +coxda01,1992,2,PIT,NL,16,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +crewsti01,1992,1,LAN,NL,49,7,1,2,0,0,0,0,0,0,0,4,0,0,0,0,0 +crimch01,1992,1,CAL,AL,57,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cronch01,1992,1,CHA,AL,6,10,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +curtich01,1992,1,CAL,AL,139,441,59,114,16,2,10,46,43,18,51,71,2,6,5,4,10 +cuylemi01,1992,1,DET,AL,89,291,39,70,11,1,3,28,8,5,10,62,0,4,8,0,4 +danieka01,1992,1,LAN,NL,35,104,9,24,5,0,2,8,0,0,10,30,0,1,0,1,7 +danieka01,1992,2,CHN,NL,48,108,12,27,6,0,4,17,0,2,12,24,0,1,0,1,3 +darliro01,1992,1,OAK,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +darwida01,1992,1,BOS,AL,51,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dascedo01,1992,1,CHN,NL,139,376,37,96,13,4,0,20,6,8,27,32,2,0,4,2,3 +daughja01,1992,1,TEX,AL,59,127,13,26,9,0,0,9,2,1,16,21,1,1,0,2,3 +daultda01,1992,1,PHI,NL,145,485,80,131,32,5,27,109,11,2,88,103,11,6,0,6,3 +davisal01,1992,1,CAL,AL,40,104,5,26,8,0,0,16,0,0,13,9,2,0,0,1,2 +davisch01,1992,1,MIN,AL,138,444,63,128,27,2,12,66,4,5,73,76,11,3,0,9,11 +davisdo01,1992,1,TEX,AL,1,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +daviser01,1992,1,LAN,NL,76,267,21,61,8,1,5,32,19,1,36,71,2,3,0,2,9 +davisgl01,1992,1,BAL,AL,106,398,46,110,15,2,13,48,1,0,37,65,2,2,1,4,12 +davisma01,1992,1,KCA,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +davisma01,1992,2,ATL,NL,14,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +davisst02,1992,1,BAL,AL,48,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dawsoan01,1992,1,CHN,NL,143,542,60,150,27,2,22,90,6,2,30,70,8,4,0,6,13 +deckest01,1992,1,SFN,NL,15,43,3,7,1,0,0,1,0,0,6,7,0,1,0,0,0 +deerro01,1992,1,DET,AL,110,393,66,97,20,1,32,64,4,2,51,131,1,3,0,1,8 +deleojo01,1992,1,SLN,NL,29,21,2,1,0,0,0,0,0,0,2,8,0,0,4,0,0 +deleojo01,1992,2,PHI,NL,3,5,2,2,0,0,0,1,0,0,0,1,0,0,1,0,0 +delucri01,1992,1,SEA,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dempsri01,1992,1,BAL,AL,8,9,2,1,0,0,0,0,0,0,2,1,0,0,0,0,1 +deshaji01,1992,1,SDN,NL,15,29,3,6,0,0,0,0,0,0,1,9,0,0,5,0,0 +deshide01,1992,1,MON,NL,135,530,82,155,19,8,7,56,46,15,54,108,4,3,9,3,10 +devermi01,1992,1,BAL,AL,156,653,76,180,29,11,24,107,10,8,44,94,1,4,0,9,14 +deweyma01,1992,1,NYN,NL,20,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +diazal01,1992,1,ML4,AL,22,9,5,1,0,0,0,1,3,2,0,0,0,0,0,0,0 +diazma01,1992,1,TEX,AL,19,31,2,7,1,0,0,1,0,1,1,2,1,0,1,0,2 +dibblro01,1992,1,CIN,NL,63,5,0,2,0,0,0,1,0,0,0,0,0,0,0,0,0 +dipinfr01,1992,1,SLN,NL,9,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +disarga01,1992,1,CAL,AL,157,518,48,128,19,0,3,42,9,7,20,50,0,7,5,3,15 +distebe01,1992,1,HOU,NL,52,60,4,14,0,2,0,7,0,0,5,14,1,1,0,0,1 +doherjo02,1992,1,DET,AL,47,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +donnech01,1992,1,NYN,NL,45,121,8,21,4,0,0,6,1,0,17,25,0,0,1,0,1 +dopsojo01,1992,1,BOS,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +doranbi02,1992,1,CIN,NL,132,387,48,91,16,2,8,47,7,4,64,40,9,0,3,2,11 +downibr01,1992,1,TEX,AL,107,320,53,89,18,0,10,39,1,0,62,58,2,8,0,1,7 +downske01,1992,1,SFN,NL,19,14,0,0,0,0,0,0,0,0,0,5,0,0,2,0,0 +downske01,1992,2,OAK,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +doziedj01,1992,1,NYN,NL,25,47,4,9,2,0,0,2,4,0,4,19,0,1,1,1,0 +drabedo01,1992,1,PIT,NL,35,89,5,14,3,0,0,6,0,0,2,28,0,0,8,0,0 +drahmbr01,1992,1,CHA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +duceyro01,1992,1,TOR,AL,23,21,3,1,1,0,0,0,0,1,0,10,0,0,0,0,0 +duceyro01,1992,2,CAL,AL,31,59,4,14,3,0,0,2,2,3,5,12,0,0,0,1,1 +duncama01,1992,1,PHI,NL,142,574,71,153,40,3,8,50,23,3,17,108,0,5,5,4,15 +dunnemi01,1992,1,CHA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dunstsh01,1992,1,CHN,NL,18,73,8,23,3,1,0,2,2,3,3,13,0,0,0,0,0 +dykstle01,1992,1,PHI,NL,85,345,53,104,18,0,6,39,30,5,40,32,4,3,0,4,1 +easleda01,1992,1,CAL,AL,47,151,14,39,5,0,1,12,9,5,8,26,0,3,2,1,2 +eckerde01,1992,1,OAK,AL,69,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +edensto01,1992,1,MIN,AL,52,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +eichhma01,1992,1,CAL,AL,42,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +eichhma01,1992,2,TOR,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +eilanda01,1992,1,SDN,NL,7,9,1,1,0,0,1,2,0,0,0,4,0,0,1,0,0 +eisenji01,1992,1,KCA,AL,113,353,31,95,13,3,2,28,11,6,24,36,4,0,0,3,6 +eldreca01,1992,1,ML4,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +elsteke01,1992,1,NYN,NL,6,18,0,4,0,0,0,0,0,0,0,2,0,0,0,0,1 +embreal01,1992,1,CLE,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ericksc01,1992,1,MIN,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +espyce01,1992,1,PIT,NL,112,194,21,50,7,3,1,20,6,3,15,40,2,0,1,1,3 +fariepa01,1992,1,SDN,NL,10,11,3,5,1,0,0,1,0,0,1,2,0,0,0,0,0 +farismo01,1992,1,TEX,AL,67,166,13,36,7,1,3,21,0,2,17,51,0,2,2,0,3 +farrst01,1992,1,NYA,AL,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fasseje01,1992,1,MON,NL,70,7,0,1,1,0,0,0,0,0,0,3,0,0,1,0,0 +feldemi01,1992,1,SFN,NL,145,322,44,92,13,3,4,23,14,4,21,29,1,2,3,3,3 +felixju01,1992,1,CAL,AL,139,509,63,125,22,5,9,72,8,8,33,128,5,2,5,9,9 +fermife01,1992,1,CLE,AL,79,215,27,58,7,2,0,13,0,0,18,10,1,1,9,2,7 +fernaal01,1992,1,CHA,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fernasi01,1992,1,NYN,NL,32,74,8,15,3,0,0,0,0,0,0,25,0,0,7,0,1 +fernato01,1992,1,SDN,NL,155,622,84,171,32,4,4,37,20,20,56,62,4,4,9,3,6 +fettemi01,1992,1,ML4,AL,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fieldce01,1992,1,DET,AL,155,594,80,145,22,0,35,124,0,0,73,151,8,2,0,7,14 +figuebi01,1992,1,SLN,NL,12,11,1,2,1,0,0,4,0,0,1,2,0,0,0,0,0 +filerto01,1992,1,NYN,NL,9,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +finlech01,1992,1,CAL,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +finlest01,1992,1,HOU,NL,162,607,84,177,29,13,5,55,44,9,58,63,6,3,16,2,10 +fireost01,1992,1,TEX,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fishebr01,1992,1,SEA,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fiskca01,1992,1,CHA,AL,62,188,12,43,4,1,3,21,3,0,23,38,5,1,0,2,2 +fitzgmi02,1992,1,CAL,AL,95,189,19,40,2,0,6,17,2,2,22,34,0,0,3,0,4 +flahejo01,1992,1,BOS,AL,35,66,3,13,2,0,0,2,0,0,3,7,0,0,1,1,0 +flanami01,1992,1,BAL,AL,42,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +flemida01,1992,1,SEA,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fletcda01,1992,1,MON,NL,83,222,13,54,10,2,2,26,0,2,14,28,3,2,2,4,8 +fletcsc01,1992,1,ML4,AL,123,386,53,106,18,3,3,51,17,10,30,33,1,7,6,4,4 +foleyto02,1992,1,MON,NL,72,115,7,20,3,1,0,5,3,0,8,21,2,1,3,2,6 +fortuti01,1992,1,CAL,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fossato01,1992,1,BOS,AL,60,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fostest01,1992,1,CIN,NL,31,5,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +foxer01,1992,1,OAK,AL,51,143,24,34,5,2,3,13,3,4,13,29,0,0,6,1,1 +francjo01,1992,1,NYN,NL,31,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +francju01,1992,1,TEX,AL,35,107,19,25,7,0,2,8,1,1,15,17,2,0,1,0,3 +freemma02,1992,1,ATL,NL,58,4,0,2,0,0,0,0,0,0,0,2,0,0,0,0,0 +freyst01,1992,1,CAL,AL,51,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +frohwto01,1992,1,BAL,AL,65,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fryeje01,1992,1,TEX,AL,67,199,24,51,9,1,1,12,1,3,16,27,0,3,11,1,2 +frymatr01,1992,1,DET,AL,161,659,87,175,31,4,20,96,8,4,45,144,1,6,5,6,13 +gaettga01,1992,1,CAL,AL,130,456,41,103,13,2,12,48,3,1,21,79,4,6,0,3,9 +gagnegr01,1992,1,MIN,AL,146,439,53,108,23,0,7,39,6,7,19,83,0,2,12,1,11 +galaran01,1992,1,SLN,NL,95,325,38,79,14,2,10,39,5,4,11,69,0,8,0,3,8 +gallada01,1992,1,NYN,NL,98,175,20,42,11,1,1,21,4,5,19,16,0,1,3,7,7 +gallemi01,1992,1,NYA,AL,53,173,24,44,7,1,3,14,0,1,20,22,0,4,3,1,5 +gantnji01,1992,1,ML4,AL,101,256,22,63,12,1,1,18,6,2,12,17,2,0,3,2,9 +gantro01,1992,1,ATL,NL,153,544,74,141,22,6,17,80,32,10,45,101,5,7,0,6,10 +garcica01,1992,1,PIT,NL,22,39,4,8,1,0,0,4,0,0,0,9,0,0,1,2,1 +gardimi01,1992,1,BOS,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gardnje01,1992,1,SDN,NL,15,19,0,2,0,0,0,0,0,0,1,8,0,0,0,0,0 +gardnma01,1992,1,MON,NL,33,50,4,7,0,1,0,2,0,0,3,18,0,0,8,2,0 +gedmari01,1992,1,SLN,NL,41,105,5,23,4,0,1,8,0,0,11,22,1,0,0,1,0 +gibsoki01,1992,1,PIT,NL,16,56,6,11,0,0,2,5,3,1,3,12,0,0,1,0,1 +gibsopa01,1992,1,NYN,NL,43,6,0,0,0,0,0,0,0,0,1,3,0,0,1,0,0 +gilkebe01,1992,1,SLN,NL,131,384,56,116,19,4,7,43,18,12,39,52,1,1,3,4,5 +girarjo01,1992,1,CHN,NL,91,270,19,73,3,1,1,12,0,2,19,38,3,1,0,1,8 +gladdda01,1992,1,DET,AL,113,417,57,106,20,1,7,42,4,2,30,64,0,2,5,5,10 +glavito02,1992,1,ATL,NL,35,77,11,19,1,1,0,7,0,0,3,10,0,0,9,1,0 +gleatje01,1992,1,PIT,NL,23,2,0,0,0,0,0,0,0,0,1,1,0,0,1,0,0 +goffje01,1992,1,MON,NL,3,3,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +gomezle02,1992,1,BAL,AL,137,468,62,124,24,0,17,64,2,3,63,78,4,8,5,8,14 +gonzajo02,1992,1,CAL,AL,33,55,4,10,2,0,0,2,0,1,7,20,1,0,1,1,2 +gonzaju03,1992,1,TEX,AL,155,584,77,152,24,2,43,109,0,1,35,143,1,5,0,8,16 +gonzalu01,1992,1,HOU,NL,122,387,40,94,19,3,10,55,7,7,24,52,3,2,1,2,6 +gonzare01,1992,1,CAL,AL,104,329,47,91,17,1,7,38,7,4,41,46,1,4,5,1,17 +goodedw01,1992,1,NYN,NL,33,72,8,19,3,1,1,9,0,0,1,16,0,0,4,0,1 +goodwto01,1992,1,LAN,NL,57,73,15,17,1,1,0,3,7,3,6,10,0,0,0,0,0 +gordoto01,1992,1,KCA,AL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gossari01,1992,1,OAK,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gottji01,1992,1,LAN,NL,68,2,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +gozzoma01,1992,1,MIN,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gracema01,1992,1,CHN,NL,158,603,72,185,37,5,9,79,6,1,72,36,8,4,2,8,14 +grahejo01,1992,1,CAL,AL,46,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grantma01,1992,1,SEA,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grebecr01,1992,1,CHA,AL,88,287,24,77,21,2,3,35,0,3,30,34,0,3,10,3,5 +greenga01,1992,1,CIN,NL,8,12,3,4,1,0,0,0,0,0,0,2,0,0,0,0,0 +greenmi01,1992,1,BOS,AL,49,180,16,42,2,0,2,18,2,3,18,19,1,2,0,2,8 +greento01,1992,1,PHI,NL,13,24,1,3,0,0,0,0,0,0,0,12,0,0,0,0,0 +greenwi01,1992,1,CIN,NL,29,93,10,25,5,2,2,13,0,2,10,23,0,0,0,1,1 +greggto01,1992,1,ATL,NL,18,19,1,5,0,0,1,1,1,0,1,7,0,0,0,0,1 +griffal01,1992,1,TOR,AL,63,150,21,35,7,0,0,10,3,1,9,19,0,0,3,2,3 +griffke02,1992,1,SEA,AL,142,565,83,174,39,4,27,103,10,5,44,67,15,5,0,3,15 +grissma02,1992,1,MON,NL,159,653,99,180,39,6,14,66,78,13,42,81,6,5,3,4,12 +groombu01,1992,1,DET,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grosske01,1992,1,LAN,NL,34,63,3,6,1,0,0,0,0,0,4,26,0,0,3,0,0 +grosski01,1992,1,LAN,NL,16,2,1,2,0,0,0,1,0,0,0,0,0,0,1,0,0 +groteje02,1992,1,PHI,NL,72,65,7,13,2,0,3,5,0,0,9,16,0,1,0,0,4 +grubeke01,1992,1,TOR,AL,120,446,42,102,16,3,11,43,7,7,26,72,3,4,1,4,14 +gubicma01,1992,1,KCA,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guerrju01,1992,1,HOU,NL,79,125,8,25,4,2,1,14,1,0,10,32,2,1,1,2,0 +guerrpe01,1992,1,SLN,NL,43,146,10,32,6,1,1,16,2,2,11,25,3,0,0,2,4 +guettle01,1992,1,NYA,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guettle01,1992,2,NYN,NL,43,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +guilloz01,1992,1,CHA,AL,12,40,5,8,4,0,0,7,1,0,1,5,0,0,1,1,1 +gullibi01,1992,1,DET,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gundeer01,1992,1,SEA,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guthrma01,1992,1,MIN,AL,54,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guzmajo01,1992,1,TEX,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guzmajo02,1992,1,OAK,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guzmaju01,1992,1,TOR,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gwynnch01,1992,1,KCA,AL,34,84,10,24,3,2,1,7,0,0,3,10,0,0,1,2,1 +gwynnto01,1992,1,SDN,NL,128,520,77,165,27,3,6,41,3,6,46,16,12,0,0,3,12 +haasda01,1992,1,DET,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +habyajo01,1992,1,NYA,AL,56,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hallme01,1992,1,NYA,AL,152,583,67,163,36,3,15,81,4,2,29,53,4,1,0,9,13 +hamilda02,1992,1,ML4,AL,128,470,67,140,19,7,5,62,41,14,45,42,0,1,4,7,10 +hammoch01,1992,1,CIN,NL,30,44,7,6,1,0,1,4,0,0,6,20,0,0,3,1,0 +haneych01,1992,1,MON,NL,10,9,1,2,0,0,0,3,0,0,0,1,0,0,1,0,0 +haneych01,1992,2,KCA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +haneyto01,1992,1,MON,NL,7,10,0,3,1,0,0,1,0,0,0,0,0,0,1,0,1 +hanseda01,1992,1,LAN,NL,132,341,30,73,11,0,6,22,0,2,34,49,3,1,0,2,9 +hansoer01,1992,1,SEA,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +haresh01,1992,1,DET,AL,15,26,0,3,1,0,0,5,0,0,2,4,0,0,0,1,0 +harkemi01,1992,1,CHN,NL,8,15,4,4,0,0,0,0,0,0,0,3,0,0,0,0,0 +harnipe01,1992,1,HOU,NL,34,67,7,11,5,0,0,8,0,1,2,12,0,0,5,0,1 +harpebr01,1992,1,MIN,AL,140,502,58,154,25,0,9,73,0,1,26,22,7,7,1,10,15 +harrido01,1992,1,TEX,AL,24,33,3,6,1,0,0,1,1,0,0,15,0,0,0,0,0 +harrige01,1992,1,SEA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +harrige01,1992,2,SDN,NL,15,3,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +harrigr01,1992,1,BOS,AL,70,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +harrigr02,1992,1,SDN,NL,20,31,1,4,1,0,0,1,0,0,5,13,0,0,5,0,0 +harrile01,1992,1,LAN,NL,135,347,28,94,11,0,0,30,19,7,24,24,3,1,6,2,10 +hartlmi01,1992,1,PHI,NL,47,4,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +hartsje01,1992,1,CHN,NL,4,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +harvebr01,1992,1,CAL,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +haselbi01,1992,1,SEA,AL,8,19,1,5,0,0,0,0,0,0,0,7,0,0,0,0,1 +hatchbi01,1992,1,CIN,NL,43,94,10,27,3,0,2,10,0,2,5,11,0,0,0,3,2 +hatchbi01,1992,2,BOS,AL,75,315,37,75,16,2,1,23,4,6,17,41,1,3,6,1,9 +hathahi01,1992,1,CAL,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hayesch01,1992,1,NYA,AL,142,509,52,131,19,2,18,66,3,5,28,100,0,3,3,6,12 +hayesvo01,1992,1,CAL,AL,94,307,35,69,17,1,4,29,11,6,37,54,4,0,3,3,9 +heatone01,1992,1,KCA,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +heatone01,1992,2,ML4,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +heffebe01,1992,1,SEA,AL,8,11,0,1,1,0,0,1,0,0,0,1,0,0,0,0,1 +hemonsc01,1992,1,OAK,AL,17,27,7,6,1,0,0,1,1,0,3,7,0,0,0,0,2 +hemonsc01,1992,2,CHA,AL,8,13,1,3,1,0,0,1,0,0,1,6,0,0,0,1,0 +hendeda01,1992,1,OAK,AL,20,63,1,9,1,0,0,2,0,0,2,16,0,0,0,0,0 +henderi01,1992,1,OAK,AL,117,396,77,112,18,3,15,46,48,11,95,56,5,6,0,3,5 +henketo01,1992,1,TOR,AL,57,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hennemi01,1992,1,DET,AL,60,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +henrybu01,1992,1,HOU,NL,28,54,3,8,0,0,1,7,0,0,1,10,0,0,5,0,1 +henrydo01,1992,1,ML4,AL,68,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +henrydw01,1992,1,CIN,NL,60,4,1,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +hentgpa01,1992,1,TOR,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +heredgi01,1992,1,SFN,NL,13,6,0,1,0,0,0,0,0,0,0,1,0,0,1,0,0 +heredgi01,1992,2,MON,NL,7,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hernaca01,1992,1,LAN,NL,69,173,11,45,4,0,3,17,0,1,11,21,1,4,0,2,8 +hernace01,1992,1,CIN,NL,34,51,6,14,4,0,0,4,3,1,0,10,0,0,0,0,1 +hernaje02,1992,1,SDN,NL,26,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hernajo01,1992,1,CLE,AL,3,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +hernaro01,1992,1,CHA,AL,43,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hernaxa01,1992,1,HOU,NL,77,9,1,0,0,0,0,0,0,0,0,5,0,0,0,0,0 +hershor01,1992,1,LAN,NL,35,68,6,15,5,0,0,5,1,0,1,10,0,0,6,1,0 +heskejo01,1992,1,BOS,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hibbagr01,1992,1,CHA,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hickebr01,1992,1,SFN,NL,61,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +hilldo01,1992,1,MIN,AL,25,51,7,15,3,0,0,2,0,0,5,6,0,1,2,0,0 +hillesh01,1992,1,NYA,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hillesh01,1992,2,OAK,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hillgl01,1992,1,CLE,AL,102,369,38,89,16,1,18,49,9,6,20,73,0,4,0,1,11 +hillke01,1992,1,MON,NL,33,62,10,11,3,1,1,4,0,0,8,13,0,0,10,0,0 +hillmer01,1992,1,NYN,NL,11,13,0,1,0,0,0,0,0,0,0,7,0,0,5,0,0 +hillmi01,1992,1,CIN,NL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hitchst01,1992,1,NYA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hoilech01,1992,1,BAL,AL,96,310,49,85,10,1,20,40,0,2,55,60,2,2,1,3,8 +hollida01,1992,1,PHI,NL,156,586,104,158,28,4,27,93,9,6,76,110,4,19,0,4,8 +hollije01,1992,1,CHN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +holmeda01,1992,1,ML4,AL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +honeyri01,1992,1,OAK,AL,54,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hornsa01,1992,1,BAL,AL,63,162,13,38,10,1,5,19,0,0,21,60,2,1,0,1,8 +horsmvi01,1992,1,OAK,AL,58,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hoseyst01,1992,1,SFN,NL,21,56,6,14,1,0,1,6,1,1,0,15,0,0,0,2,1 +houghch01,1992,1,CHA,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +howarda02,1992,1,KCA,AL,74,219,19,49,6,2,1,18,3,4,15,43,0,0,8,2,3 +howarth01,1992,1,SDN,NL,5,3,1,1,0,0,0,0,0,0,0,0,0,0,1,0,0 +howarth01,1992,2,CLE,AL,117,358,36,99,15,2,2,32,15,8,17,60,1,0,10,2,4 +howelja01,1992,1,LAN,NL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +howelpa01,1992,1,NYN,NL,31,75,9,14,1,0,0,1,4,2,2,15,0,1,1,0,0 +howest01,1992,1,NYA,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +howitda01,1992,1,OAK,AL,22,48,1,6,0,0,1,2,0,0,5,4,1,0,1,0,4 +howitda01,1992,2,SEA,AL,13,37,6,10,4,1,1,8,1,1,3,5,0,0,0,3,2 +hoype01,1992,1,BOS,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hrbekke01,1992,1,MIN,AL,112,394,52,96,20,0,15,58,5,2,71,56,9,0,2,3,12 +hudlere01,1992,1,SLN,NL,61,98,17,24,4,0,3,5,2,6,2,23,0,1,1,1,0 +huffmi01,1992,1,CHA,AL,60,115,13,24,5,0,0,8,1,2,10,24,1,1,2,2,2 +huletti01,1992,1,BAL,AL,57,142,11,41,7,2,2,21,0,1,10,31,1,1,0,0,7 +hulseda01,1992,1,TEX,AL,32,92,14,28,4,0,0,2,3,1,3,18,0,0,2,0,0 +humphmi01,1992,1,NYA,AL,4,10,0,1,0,0,0,0,0,0,0,1,0,0,0,0,2 +hundlto01,1992,1,NYN,NL,123,358,32,75,17,0,7,32,3,0,19,76,4,4,7,2,8 +huntebr01,1992,1,ATL,NL,102,238,34,57,13,2,14,41,1,2,21,50,3,0,1,8,2 +hurstbr01,1992,1,SDN,NL,33,69,2,11,4,0,0,1,0,0,3,27,0,0,9,0,0 +hurstjo01,1992,1,MON,NL,3,4,0,0,0,0,0,0,0,0,0,2,0,0,2,0,0 +husonje01,1992,1,TEX,AL,123,318,49,83,14,3,4,24,18,6,41,43,2,1,8,6,7 +incavpe01,1992,1,HOU,NL,113,349,31,93,22,1,11,44,2,2,25,99,2,3,0,2,6 +innisje01,1992,1,NYN,NL,76,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +irvinda01,1992,1,BOS,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jacksda02,1992,1,CHN,NL,19,36,0,3,0,0,0,1,0,1,0,19,0,0,4,0,0 +jacksda02,1992,2,PIT,NL,15,24,2,2,0,0,0,1,0,0,1,12,0,0,5,0,0 +jacksda03,1992,1,SDN,NL,155,587,72,146,23,5,17,70,14,3,26,106,4,4,6,5,21 +jacksmi02,1992,1,SFN,NL,67,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jacobbr01,1992,1,CLE,AL,120,291,30,76,7,0,4,36,0,3,28,54,2,1,3,4,13 +jahajo01,1992,1,ML4,AL,47,133,17,30,3,1,2,10,10,0,12,30,1,2,1,4,1 +jamesch02,1992,1,SFN,NL,111,248,25,60,10,4,5,32,2,3,14,45,2,2,0,3,2 +jamesdi01,1992,1,NYA,AL,67,145,24,38,8,0,3,17,1,0,22,15,0,1,0,2,3 +javiest01,1992,1,LAN,NL,56,58,6,11,3,0,1,5,1,2,6,11,2,1,1,0,0 +javiest01,1992,2,PHI,NL,74,276,36,72,14,1,0,24,17,1,31,43,0,2,2,2,4 +jeffcmi01,1992,1,TEX,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jeffegr01,1992,1,KCA,AL,152,604,66,172,36,3,10,75,19,9,43,29,4,1,0,9,24 +jeffere01,1992,1,CLE,AL,24,89,8,30,6,2,1,6,0,0,1,17,0,1,0,0,2 +jetersh01,1992,1,CHA,AL,13,18,1,2,0,0,0,0,0,0,0,7,0,0,0,0,0 +johnsho01,1992,1,NYN,NL,100,350,48,78,19,0,7,43,22,5,55,79,5,2,0,3,7 +johnsje02,1992,1,NYA,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnsjo06,1992,1,KCA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnsla03,1992,1,CHA,AL,157,567,67,158,15,12,3,47,41,14,34,33,4,1,4,5,20 +johnsra05,1992,1,SEA,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jonesba01,1992,1,PHI,NL,44,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +jonesba01,1992,2,NYN,NL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jonesca01,1992,1,SEA,AL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jonesch05,1992,1,HOU,NL,54,63,7,12,2,1,1,4,3,0,7,21,0,0,3,0,1 +jonesdo01,1992,1,HOU,NL,80,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +jonesji02,1992,1,HOU,NL,26,36,5,6,1,0,0,4,0,0,6,13,0,0,9,0,1 +jonesti02,1992,1,SLN,NL,67,145,9,29,4,0,0,3,5,2,11,29,1,0,2,0,1 +jordabr01,1992,1,SLN,NL,55,193,17,40,9,4,5,22,7,2,10,48,1,1,0,0,6 +jordari02,1992,1,PHI,NL,94,276,33,84,19,0,4,34,3,0,5,44,0,0,0,3,8 +jorgete01,1992,1,MIN,AL,22,58,5,18,1,0,0,5,1,2,3,11,0,1,0,1,4 +josefe01,1992,1,SLN,NL,131,509,62,150,22,3,14,75,28,12,40,100,8,1,0,1,9 +joynewa01,1992,1,KCA,AL,149,572,66,154,36,2,9,66,11,5,55,50,4,4,0,2,19 +justida01,1992,1,ATL,NL,144,484,78,124,19,5,21,72,2,4,79,85,8,2,0,6,1 +kamiesc01,1992,1,NYA,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +karkoro01,1992,1,CHA,AL,123,342,39,81,12,1,13,50,10,4,30,89,1,3,4,2,3 +karroer01,1992,1,LAN,NL,149,545,63,140,30,1,20,88,2,4,37,103,3,2,0,5,15 +kellypa03,1992,1,NYA,AL,106,318,38,72,22,2,7,27,8,5,25,72,1,10,6,3,6 +kellyro01,1992,1,NYA,AL,152,580,81,158,31,2,10,66,28,5,41,96,4,4,1,6,19 +kentje01,1992,1,TOR,AL,65,192,36,46,13,1,8,35,2,1,20,47,0,6,0,4,3 +kentje01,1992,2,NYN,NL,37,113,16,27,8,1,3,15,0,2,7,29,0,1,0,0,2 +keyji01,1992,1,TOR,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kielyjo01,1992,1,DET,AL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kileda01,1992,1,HOU,NL,22,32,2,5,0,0,0,2,0,0,3,15,0,0,5,0,0 +kingemi01,1992,1,OAK,AL,12,28,3,3,0,0,0,1,0,0,1,3,0,0,0,0,1 +kinger01,1992,1,DET,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kingje01,1992,1,PIT,NL,130,480,56,111,21,2,14,65,4,6,27,56,3,2,8,5,8 +kippebo01,1992,1,MIN,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kirbywa01,1992,1,CLE,AL,21,18,9,3,1,0,1,1,0,3,3,2,0,0,0,0,1 +kleskry01,1992,1,ATL,NL,13,14,0,0,0,0,0,1,0,0,0,5,0,1,0,0,0 +knoblch01,1992,1,MIN,AL,155,600,104,178,19,6,2,56,34,13,88,60,1,5,2,12,8 +knorrra01,1992,1,TOR,AL,8,19,1,5,0,0,1,2,0,0,1,5,1,0,0,0,0 +knudsku01,1992,1,DET,AL,48,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kosloke01,1992,1,KCA,AL,55,133,20,33,0,2,3,13,2,1,12,23,0,1,3,1,2 +kramera01,1992,1,SEA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kreutch01,1992,1,DET,AL,67,190,22,48,9,0,2,16,0,1,20,38,1,0,3,2,8 +kruegbi01,1992,1,MIN,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kruegbi01,1992,2,MON,NL,9,3,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +krukjo01,1992,1,PHI,NL,144,507,86,164,30,4,10,70,3,5,92,88,8,1,0,7,11 +kunkeje01,1992,1,CHN,NL,20,29,0,4,2,0,0,1,0,0,0,8,0,0,0,0,1 +lakerti01,1992,1,MON,NL,28,46,8,10,3,0,0,4,1,1,2,14,0,0,0,0,1 +lakest01,1992,1,PHI,NL,20,53,3,13,2,0,1,2,0,0,1,8,0,0,0,1,1 +lampde01,1992,1,PIT,NL,21,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lampkto01,1992,1,SDN,NL,9,17,3,4,0,0,0,0,2,0,6,1,0,1,0,0,0 +lancale01,1992,1,DET,AL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +landrbi01,1992,1,MON,NL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +langsma01,1992,1,CAL,AL,33,2,1,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +lankfra01,1992,1,SLN,NL,153,598,87,175,40,6,20,86,42,24,72,147,6,5,2,5,5 +lansfca01,1992,1,OAK,AL,135,496,65,130,30,1,7,75,7,2,43,39,0,7,7,8,14 +larkiba01,1992,1,CIN,NL,140,533,76,162,32,6,12,78,15,4,63,58,8,4,2,7,13 +larkige01,1992,1,MIN,AL,115,337,38,83,18,1,6,42,7,2,28,43,6,4,0,4,7 +lavalmi01,1992,1,PIT,NL,95,293,22,75,13,1,2,29,0,3,44,21,14,1,0,5,8 +leachte01,1992,1,CHA,AL,51,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +learyti01,1992,1,NYA,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +learyti01,1992,2,SEA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leema02,1992,1,TOR,AL,128,396,49,104,10,1,3,39,6,2,50,73,0,0,8,3,8 +leffecr01,1992,1,SDN,NL,27,52,0,4,0,0,0,0,0,0,0,21,0,0,9,0,0 +leffecr01,1992,2,BAL,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leibrch01,1992,1,ATL,NL,32,58,1,7,1,0,0,4,0,0,1,12,0,0,8,1,1 +leiteal01,1992,1,TOR,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leitema01,1992,1,DET,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leiussc01,1992,1,MIN,AL,129,409,50,102,18,2,2,35,6,5,34,61,0,1,5,0,10 +lemkema01,1992,1,ATL,NL,155,427,38,97,7,4,6,26,0,3,50,39,11,0,12,2,9 +lennopa01,1992,1,SEA,AL,1,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leonama01,1992,1,SFN,NL,55,128,13,30,7,0,4,16,0,1,16,31,0,3,0,1,3 +leonda01,1992,1,TEX,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +levisje01,1992,1,CLE,AL,28,43,2,12,4,0,1,3,0,0,0,5,0,0,0,0,1 +lewisda01,1992,1,SFN,NL,100,320,38,74,8,1,1,18,28,8,29,46,0,1,10,2,3 +lewisma01,1992,1,CLE,AL,122,413,44,109,21,0,5,30,4,5,25,69,1,3,1,4,12 +lewisri01,1992,1,BAL,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lewissc01,1992,1,CAL,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leyriji01,1992,1,NYA,AL,63,144,17,37,6,0,7,26,0,1,14,22,1,6,0,3,2 +lillide01,1992,1,CLE,AL,71,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lindeji01,1992,1,PHI,NL,29,39,6,10,1,0,1,6,0,0,3,11,0,0,0,0,1 +lindjo01,1992,1,PIT,NL,135,468,38,110,14,1,0,39,3,1,26,29,12,1,7,4,14 +lintodo01,1992,1,TOR,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +listapa01,1992,1,ML4,AL,149,579,93,168,19,6,1,47,54,18,55,124,0,1,12,2,3 +littogr01,1992,1,SFN,NL,68,140,9,32,5,0,4,15,0,1,11,33,0,0,3,0,2 +livinsc01,1992,1,DET,AL,117,354,43,100,21,0,4,46,1,3,21,36,1,0,3,4,8 +loftoke01,1992,1,CLE,AL,148,576,96,164,15,8,5,42,66,12,68,54,3,2,4,1,7 +lopezja01,1992,1,ATL,NL,9,16,3,6,2,0,0,2,0,0,0,1,0,0,0,0,0 +lyonsst01,1992,1,ATL,NL,11,14,0,1,0,1,0,1,0,0,0,4,0,0,0,0,1 +lyonsst01,1992,2,MON,NL,16,13,2,3,0,0,0,1,1,2,1,3,0,0,1,0,1 +lyonsst01,1992,3,BOS,AL,21,28,3,7,0,1,0,2,0,1,2,1,0,0,0,0,0 +maaske01,1992,1,NYA,AL,98,286,35,71,12,0,11,35,3,1,25,63,4,0,0,4,1 +macdobo01,1992,1,TOR,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +macfami01,1992,1,KCA,AL,129,402,51,94,28,3,17,48,1,5,30,89,2,15,1,2,8 +macksh01,1992,1,MIN,AL,156,600,101,189,31,6,16,75,26,14,64,106,1,15,11,2,8 +maddugr01,1992,1,CHN,NL,35,88,6,15,3,0,1,8,0,0,1,22,0,0,13,0,1 +maddumi01,1992,1,SDN,NL,50,9,0,1,0,0,0,0,0,0,1,4,0,0,3,0,0 +magadda01,1992,1,NYN,NL,99,321,33,91,9,1,3,28,1,0,56,44,3,0,2,0,6 +magnami01,1992,1,KCA,AL,44,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +magrajo01,1992,1,SLN,NL,5,10,1,2,0,0,1,2,0,0,0,2,0,0,1,0,0 +mahompa01,1992,1,MIN,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +maksumi01,1992,1,TOR,AL,3,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +maldoca01,1992,1,TOR,AL,137,489,64,133,25,4,20,66,2,2,59,112,3,7,2,3,13 +malliro01,1992,1,HOU,NL,25,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +manueba01,1992,1,TEX,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +manwaki01,1992,1,SFN,NL,109,349,24,85,10,5,4,26,2,1,29,42,0,5,6,0,12 +marshto01,1992,1,PHI,NL,42,125,7,25,3,2,2,16,0,1,2,23,0,1,2,2,2 +martial03,1992,1,PIT,NL,12,12,1,2,0,1,0,2,0,0,0,5,0,0,0,1,0 +martica02,1992,1,CLE,AL,69,228,23,60,9,1,5,35,1,2,7,21,0,1,1,4,5 +martich01,1992,1,BAL,AL,83,198,26,53,10,1,5,25,0,1,31,47,4,2,0,4,9 +martida01,1992,1,CIN,NL,135,393,47,100,20,5,3,31,12,8,42,54,4,0,6,4,6 +martide01,1992,1,MON,NL,32,74,3,14,0,0,0,2,0,0,0,20,0,0,10,0,1 +martido02,1992,1,TOR,AL,7,8,2,5,0,0,1,3,0,0,0,1,0,0,0,0,0 +martied01,1992,1,SEA,AL,135,528,100,181,46,3,18,73,14,4,54,61,2,4,1,5,15 +martipe02,1992,1,LAN,NL,2,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +martira02,1992,1,LAN,NL,26,50,1,6,0,0,0,2,0,0,0,14,0,0,5,0,0 +martiti02,1992,1,SEA,AL,136,460,53,118,19,2,16,66,2,1,42,77,9,2,1,8,24 +marzajo01,1992,1,BOS,AL,19,50,4,4,2,1,0,1,0,0,2,12,0,1,1,0,0 +masonro01,1992,1,PIT,NL,65,10,0,0,0,0,0,0,0,0,1,5,0,0,0,0,1 +mathegr01,1992,1,PHI,NL,14,14,0,0,0,0,0,0,0,0,1,8,0,0,2,0,0 +mathete01,1992,1,TEX,AL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mattido01,1992,1,NYA,AL,157,640,89,184,40,0,14,86,3,0,39,43,7,1,0,6,11 +maurero01,1992,1,TEX,AL,8,9,1,2,0,0,0,1,0,0,1,2,0,0,0,0,0 +mayde01,1992,1,CHN,NL,124,351,33,96,11,0,8,45,5,3,14,40,4,3,2,1,10 +maynebr01,1992,1,KCA,AL,82,213,16,48,10,0,0,18,0,4,11,26,0,0,2,3,5 +maysema01,1992,1,MON,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mccaski01,1992,1,CHA,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcclell01,1992,1,PIT,NL,84,190,26,48,8,1,3,20,1,3,28,24,0,2,1,3,5 +mcclubo01,1992,1,SLN,NL,71,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mccraro01,1992,1,NYN,NL,18,1,3,1,0,0,0,1,2,0,0,0,0,0,0,0,0 +mcculla01,1992,1,TEX,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcdonbe01,1992,1,BAL,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcdowja01,1992,1,CHA,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcdowro01,1992,1,LAN,NL,65,3,1,0,0,0,0,0,0,0,2,3,0,1,1,0,0 +mcelrch01,1992,1,CHN,NL,72,6,2,4,2,1,0,1,0,0,0,0,0,0,0,0,0 +mcgeewi01,1992,1,SFN,NL,138,474,56,141,20,2,1,36,13,4,29,88,3,1,5,1,7 +mcginru01,1992,1,TEX,AL,14,33,2,8,4,0,0,4,0,0,3,7,0,0,0,0,1 +mcgrifr01,1992,1,SDN,NL,152,531,79,152,30,4,35,104,8,6,96,108,23,1,0,4,14 +mcgwima01,1992,1,OAK,AL,139,467,87,125,22,0,42,104,0,1,90,105,12,5,0,9,10 +mcintti01,1992,1,ML4,AL,35,77,7,14,3,0,0,6,1,3,3,9,0,2,1,1,1 +mcknije01,1992,1,NYN,NL,31,85,10,23,3,1,2,13,0,1,2,8,0,0,0,0,2 +mclemma01,1992,1,BAL,AL,101,228,40,56,7,2,0,27,11,5,21,26,1,0,6,1,6 +mcnamji01,1992,1,SFN,NL,30,74,6,16,1,0,1,9,0,0,6,25,2,0,2,0,1 +mcraebr01,1992,1,KCA,AL,149,533,63,119,23,5,4,52,18,5,42,88,1,6,7,4,10 +mcreyke01,1992,1,KCA,AL,109,373,45,92,25,0,13,49,7,1,67,48,3,0,0,5,6 +meachru01,1992,1,KCA,AL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +melenjo01,1992,1,SDN,NL,56,5,0,0,0,0,0,0,0,0,0,4,0,0,1,0,0 +melvibo01,1992,1,KCA,AL,32,70,5,22,5,0,0,6,0,0,5,13,0,0,0,2,3 +menento01,1992,1,CIN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mercehe01,1992,1,OAK,AL,9,5,1,4,0,1,0,1,0,0,0,1,0,0,0,0,0 +mercelu01,1992,1,BAL,AL,23,50,7,7,2,0,0,4,0,1,8,9,0,1,2,1,2 +merceor01,1992,1,PIT,NL,134,405,50,100,28,5,6,60,5,4,52,63,8,2,1,5,6 +merckke01,1992,1,ATL,NL,53,5,0,0,0,0,0,0,0,0,0,5,0,0,0,0,0 +merulma01,1992,1,CHA,AL,24,50,3,9,1,1,0,3,0,0,1,8,0,1,0,1,0 +mesajo01,1992,1,BAL,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mesajo01,1992,2,CLE,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +meulehe01,1992,1,NYA,AL,2,5,1,3,0,0,1,1,0,0,1,0,0,0,0,0,1 +milacbo01,1992,1,BAL,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +militsa01,1992,1,NYA,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +millejo05,1992,1,PHI,NL,33,78,5,16,0,0,0,2,1,0,5,10,2,2,2,0,8 +milleke01,1992,1,KCA,AL,106,416,57,118,24,4,4,38,16,6,31,46,0,14,1,2,1 +millepa01,1992,1,PIT,NL,6,3,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +millira01,1992,1,BAL,AL,137,462,71,111,21,1,11,53,0,1,106,81,0,4,0,5,15 +millsal01,1992,1,BAL,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +minorbl01,1992,1,PIT,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mitchke01,1992,1,SEA,AL,99,360,48,103,24,0,9,67,0,2,35,46,4,3,0,4,4 +mlickda01,1992,1,CLE,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +moellde01,1992,1,KCA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +molitpa01,1992,1,ML4,AL,158,609,89,195,36,7,12,89,31,6,73,66,12,3,4,11,13 +monteri01,1992,1,NYA,AL,47,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +montgje01,1992,1,KCA,AL,65,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mooremi01,1992,1,OAK,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +moranmi01,1992,1,PHI,NL,127,422,47,112,8,8,3,30,8,3,25,64,2,0,6,2,4 +morgami01,1992,1,CHN,NL,34,74,1,8,0,0,0,5,0,0,2,16,0,0,11,1,1 +morriha02,1992,1,CIN,NL,115,395,41,107,21,3,6,53,6,6,45,53,8,2,2,2,12 +morrija02,1992,1,TOR,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +morrijo07,1992,1,CAL,AL,43,57,4,11,1,0,1,3,1,0,4,11,1,1,1,0,0 +mosesjo01,1992,1,SEA,AL,21,22,3,3,1,0,0,1,0,0,5,4,0,0,2,0,0 +mulhote01,1992,1,PHI,NL,32,83,1,8,1,0,0,3,0,0,3,35,0,0,6,0,0 +mullira01,1992,1,TOR,AL,3,2,1,1,0,0,0,0,0,0,1,0,0,0,0,0,0 +munozmi01,1992,1,DET,AL,65,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +munozpe01,1992,1,MIN,AL,127,418,44,113,16,3,12,71,4,5,17,90,1,1,0,3,18 +murphda05,1992,1,PHI,NL,18,62,5,10,1,0,2,7,0,0,1,13,0,0,0,0,3 +murphro01,1992,1,HOU,NL,59,1,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +murraed02,1992,1,NYN,NL,156,551,64,144,37,2,16,93,4,2,66,74,8,0,0,8,15 +mussimi01,1992,1,BAL,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mutisje01,1992,1,CLE,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +myersgr01,1992,1,TOR,AL,22,61,4,14,6,0,1,13,0,0,5,5,0,0,0,2,2 +myersgr01,1992,2,CAL,AL,8,17,0,4,1,0,0,0,0,0,0,6,0,0,1,0,0 +myersra01,1992,1,SDN,NL,66,7,0,1,0,0,0,0,0,0,0,5,0,0,1,0,1 +nabhoch01,1992,1,MON,NL,32,65,3,8,3,0,0,2,0,0,1,12,0,0,7,0,3 +naehrti01,1992,1,BOS,AL,72,186,12,43,8,0,3,14,0,0,18,31,0,3,6,1,1 +nagych01,1992,1,CLE,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +natalro01,1992,1,MON,NL,5,6,0,0,0,0,0,0,0,0,1,1,0,0,0,0,1 +navarja01,1992,1,ML4,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +neaglde01,1992,1,PIT,NL,56,11,0,0,0,0,0,0,0,1,0,2,0,0,2,0,0 +neeltr01,1992,1,OAK,AL,24,53,8,14,3,0,3,9,0,1,5,15,0,1,0,0,1 +nelsoge01,1992,1,OAK,AL,29,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nelsoje01,1992,1,SEA,AL,66,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +newmaal01,1992,1,TEX,AL,116,246,25,54,5,0,0,12,9,6,34,26,0,1,8,0,5 +newsowa01,1992,1,CHA,AL,63,136,19,30,3,0,1,11,3,0,37,38,2,0,0,0,4 +nichoro02,1992,1,CLE,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +niedda01,1992,1,ATL,NL,6,7,1,2,0,0,0,0,0,0,0,2,0,0,0,0,0 +nielsje01,1992,1,NYA,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nieveme01,1992,1,ATL,NL,12,19,0,4,1,0,0,1,0,0,2,7,0,0,0,0,0 +nilssda01,1992,1,ML4,AL,51,164,15,38,8,0,4,25,2,2,17,18,1,0,2,0,1 +nixonot01,1992,1,ATL,NL,120,456,79,134,14,2,2,22,41,18,39,54,0,0,5,2,4 +noboaju01,1992,1,NYN,NL,46,47,7,7,0,0,0,3,0,0,3,8,0,1,0,1,2 +nokesma01,1992,1,NYA,AL,121,384,42,86,9,1,22,59,0,1,37,62,11,3,0,6,13 +nunezed01,1992,1,ML4,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nunezed01,1992,2,TEX,AL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +oberkke01,1992,1,CAL,AL,41,91,6,24,1,0,0,10,0,1,8,5,2,0,0,2,2 +obriech01,1992,1,NYN,NL,68,156,15,33,12,0,2,13,0,1,16,18,1,1,4,0,4 +obriepe03,1992,1,SEA,AL,134,396,40,88,15,1,14,52,2,1,40,27,8,0,1,7,8 +offerjo01,1992,1,LAN,NL,149,534,67,139,20,8,1,30,23,16,57,98,4,0,5,2,5 +ojedabo01,1992,1,LAN,NL,29,49,1,5,0,1,0,3,0,0,1,11,0,0,5,0,1 +olerujo01,1992,1,TOR,AL,138,458,68,130,28,0,16,66,1,0,70,61,11,1,1,7,15 +olinst01,1992,1,CLE,AL,72,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +olivaom01,1992,1,SLN,NL,36,68,7,16,1,0,1,4,0,0,1,19,0,0,3,0,0 +olivefr01,1992,1,SFN,NL,16,7,0,1,0,0,0,0,0,0,1,2,0,0,0,0,0 +olivejo01,1992,1,CIN,NL,143,485,42,131,25,1,10,57,2,3,35,75,19,1,6,7,12 +olsongr01,1992,1,BAL,AL,60,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +olsongr02,1992,1,ATL,NL,95,302,27,72,14,2,3,27,2,1,34,31,4,1,1,2,8 +oneilpa01,1992,1,CIN,NL,148,496,59,122,19,1,14,66,6,3,77,85,15,2,3,6,10 +oquenjo01,1992,1,SLN,NL,14,35,3,9,3,1,0,3,0,0,5,3,1,0,0,0,0 +oroscje01,1992,1,ML4,AL,59,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +orsuljo01,1992,1,BAL,AL,117,391,45,113,18,3,4,39,5,4,28,34,5,4,4,1,3 +ortizju01,1992,1,CLE,AL,86,244,20,61,7,0,0,24,1,3,12,23,0,4,2,0,7 +ortonjo01,1992,1,CAL,AL,43,114,11,25,3,0,2,12,1,1,7,32,0,2,2,0,1 +osbordo01,1992,1,SLN,NL,34,58,4,7,0,1,0,0,0,0,0,21,0,0,2,0,0 +osunaal01,1992,1,HOU,NL,66,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ottoda01,1992,1,CLE,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +owensp01,1992,1,MON,NL,122,386,52,104,16,3,7,40,9,4,50,30,3,0,4,6,10 +paglimi01,1992,1,MIN,AL,42,105,10,21,4,0,0,9,1,0,1,17,0,1,0,1,1 +pagnoto01,1992,1,SLN,NL,139,485,33,121,26,3,7,44,2,5,28,64,9,1,6,3,15 +palacvi01,1992,1,PIT,NL,20,14,0,1,0,0,0,0,0,0,0,6,0,0,2,0,0 +palldo01,1992,1,CHA,AL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +palmede01,1992,1,TEX,AL,152,541,74,124,25,0,26,72,10,4,62,154,2,4,2,4,9 +palmera01,1992,1,TEX,AL,159,608,84,163,27,4,22,85,2,3,72,83,8,10,5,6,10 +parenma01,1992,1,BAL,AL,17,34,4,8,1,0,2,4,0,0,3,7,0,1,2,0,0 +parkecl01,1992,1,SEA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +parksde01,1992,1,MIN,AL,7,6,1,2,0,0,0,0,0,0,1,1,0,1,0,0,0 +parreje01,1992,1,OAK,AL,66,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +parrila02,1992,1,CAL,AL,24,83,7,19,2,0,4,11,0,0,5,22,1,0,1,1,1 +parrila02,1992,2,SEA,AL,69,192,19,45,11,1,8,21,1,1,19,48,2,1,0,2,6 +pasquda01,1992,1,CHA,AL,93,265,26,56,16,1,6,33,0,1,36,57,1,1,1,3,4 +pattebo01,1992,1,PIT,NL,60,6,1,2,1,0,0,4,0,0,1,3,0,0,0,0,0 +pattejo01,1992,1,SFN,NL,32,103,10,19,1,1,0,4,5,1,5,24,0,1,0,0,2 +patteke01,1992,1,CHN,NL,32,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +pavliro01,1992,1,TEX,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pecotbi01,1992,1,NYN,NL,117,269,28,61,13,0,2,26,9,3,25,40,3,1,5,2,7 +pedrejo01,1992,1,CHN,NL,4,4,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +pegueju01,1992,1,PHI,NL,14,9,3,2,0,0,0,0,0,0,3,3,0,0,1,0,0 +peltida01,1992,1,TEX,AL,12,24,1,4,0,0,0,2,0,0,0,3,0,0,0,0,0 +penaal01,1992,1,ATL,NL,41,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +penage01,1992,1,SLN,NL,62,203,31,62,12,1,7,31,13,8,24,37,0,5,0,4,1 +penaji01,1992,1,SFN,NL,25,5,0,1,0,0,0,0,0,0,0,2,0,0,3,0,0 +penato01,1992,1,BOS,AL,133,410,39,99,21,1,1,38,3,2,24,61,0,1,13,2,11 +pendlte01,1992,1,ATL,NL,160,640,98,199,39,1,21,105,5,2,37,67,8,0,5,7,16 +pennywi01,1992,1,PIT,NL,15,9,2,2,0,0,0,0,0,0,0,0,0,0,1,0,1 +perezme01,1992,1,NYA,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +perezmi01,1992,1,SLN,NL,77,4,0,0,0,0,0,0,0,0,0,2,0,0,2,0,1 +perezto02,1992,1,CLE,AL,18,20,2,2,1,0,0,1,0,0,2,6,0,0,2,0,0 +perryge01,1992,1,SLN,NL,87,143,13,34,8,0,1,18,3,6,15,23,4,1,0,2,3 +petrage01,1992,1,TEX,AL,94,192,11,38,12,0,1,18,0,0,20,34,2,0,1,0,8 +pettiga01,1992,1,SDN,NL,30,30,0,6,1,0,0,0,1,0,2,11,0,0,0,0,0 +pettiga01,1992,2,DET,AL,48,129,27,26,4,3,1,12,13,4,27,34,0,0,3,1,3 +phillto02,1992,1,DET,AL,159,606,114,167,32,3,10,64,12,10,114,93,2,1,5,7,13 +piazzmi01,1992,1,LAN,NL,21,69,5,16,3,0,1,7,0,0,4,12,0,1,0,0,1 +pichahi01,1992,1,KCA,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pierced01,1992,1,KCA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +plantph01,1992,1,BOS,AL,108,349,46,86,19,0,7,30,2,3,44,83,8,2,2,2,9 +plesada01,1992,1,ML4,AL,44,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +plunker01,1992,1,CLE,AL,58,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +polonlu01,1992,1,CAL,AL,149,577,83,165,17,4,0,35,51,21,45,64,6,1,8,4,18 +pooleji02,1992,1,BAL,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +portuma01,1992,1,HOU,NL,18,28,1,3,0,0,0,0,0,0,0,12,0,0,6,0,0 +powelde01,1992,1,SEA,AL,49,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +powerte01,1992,1,CLE,AL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +prattto02,1992,1,PHI,NL,16,46,6,13,1,0,2,10,0,0,4,12,0,0,0,0,2 +princto01,1992,1,PIT,NL,27,44,1,4,2,0,0,5,1,1,6,9,0,0,0,2,2 +puckeki01,1992,1,MIN,AL,160,639,104,210,38,4,19,110,17,7,44,97,13,6,1,6,17 +pughti01,1992,1,CIN,NL,7,13,0,1,0,0,0,0,0,0,1,4,0,0,1,0,0 +pulliha01,1992,1,KCA,AL,4,5,2,1,1,0,0,0,0,0,1,3,0,0,0,0,0 +quantpa01,1992,1,BOS,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +quinlto01,1992,1,TOR,AL,13,15,2,1,1,0,0,2,0,0,2,9,0,0,0,0,0 +quinolu01,1992,1,MIN,AL,3,5,0,1,0,0,0,1,0,0,0,0,0,0,0,1,0 +quirkja01,1992,1,OAK,AL,78,177,13,39,7,1,2,11,0,0,16,28,3,3,5,1,4 +raczkmi01,1992,1,OAK,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +radinsc01,1992,1,CHA,AL,68,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +raineti01,1992,1,CHA,AL,144,551,102,162,22,9,7,54,45,6,81,48,4,0,4,8,5 +ramirra01,1992,1,HOU,NL,73,176,17,44,6,0,1,13,0,0,7,24,1,1,1,0,5 +ramsefe01,1992,1,CHN,NL,18,25,0,3,0,0,0,2,0,0,0,6,0,0,0,0,0 +randowi01,1992,1,NYN,NL,90,286,29,72,11,1,2,15,1,3,40,34,1,4,6,0,6 +rapppa01,1992,1,SFN,NL,3,2,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +rasmude01,1992,1,CHN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +rasmude01,1992,2,KCA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +readyra01,1992,1,OAK,AL,61,125,17,25,2,0,3,17,1,0,25,23,1,0,2,2,1 +reardje01,1992,1,BOS,AL,46,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reardje01,1992,2,ATL,NL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rebouje01,1992,1,MIN,AL,73,137,15,26,7,1,1,16,3,2,23,26,0,1,7,0,0 +redusga01,1992,1,PIT,NL,76,176,26,45,7,3,3,12,11,4,17,25,0,0,0,0,1 +reedda01,1992,1,MON,NL,42,81,10,14,2,0,5,10,0,0,6,23,2,1,0,0,3 +reedda01,1992,2,MIN,AL,14,33,2,6,2,0,0,4,0,0,2,11,0,0,0,2,0 +reedje02,1992,1,CIN,NL,15,25,2,4,0,0,0,2,0,0,1,4,1,0,0,0,1 +reedjo01,1992,1,BOS,AL,143,550,64,136,27,1,3,40,7,8,62,44,2,0,10,4,17 +reedri01,1992,1,KCA,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reedst01,1992,1,SFN,NL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reimeke01,1992,1,TEX,AL,148,494,56,132,32,2,16,58,2,4,42,103,5,10,0,1,10 +revento01,1992,1,OAK,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reynoar02,1992,1,ATL,NL,3,2,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +reynoha01,1992,1,SEA,AL,140,458,55,113,23,3,3,33,15,12,45,41,1,3,11,4,12 +reynosh01,1992,1,HOU,NL,8,4,1,2,1,0,0,0,0,0,0,0,0,0,2,0,0 +rhodear01,1992,1,BAL,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rhodeka01,1992,1,HOU,NL,5,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +righeda01,1992,1,SFN,NL,54,7,0,1,0,0,0,0,0,0,0,4,0,0,4,0,0 +rijojo01,1992,1,CIN,NL,33,72,3,14,2,0,0,6,0,0,0,18,0,0,6,0,0 +rileser01,1992,1,HOU,NL,39,61,5,16,1,0,1,4,1,0,2,11,0,0,0,1,0 +ripkebi01,1992,1,BAL,AL,111,330,35,76,15,0,4,36,2,3,18,26,1,3,10,2,10 +ripkeca01,1992,1,BAL,AL,162,637,73,160,29,1,14,72,4,3,64,50,14,7,0,7,13 +rislebi01,1992,1,MON,NL,1,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ritchwa01,1992,1,PHI,NL,40,1,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +ritzke01,1992,1,DET,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +riverbe01,1992,1,ATL,NL,8,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +riverbe01,1992,2,PHI,NL,20,32,1,3,0,0,0,2,0,0,2,10,0,0,2,0,0 +riverlu01,1992,1,BOS,AL,102,288,17,62,11,1,0,29,4,3,26,56,0,3,5,0,5 +roberbi01,1992,1,CIN,NL,147,532,92,172,34,6,4,45,44,16,62,54,4,2,1,4,7 +robindo01,1992,1,CAL,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +robindo01,1992,2,PHI,NL,10,18,0,7,3,0,0,1,0,0,0,5,0,0,0,0,1 +robinje01,1992,1,CHN,NL,49,12,0,0,0,0,0,0,0,0,0,3,0,0,2,0,0 +robinje02,1992,1,TEX,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +robinje02,1992,2,PIT,NL,8,11,0,1,0,0,0,1,0,0,0,8,0,0,2,0,0 +robinro01,1992,1,ML4,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodrihe02,1992,1,LAN,NL,53,146,11,32,7,0,3,14,0,0,8,30,0,0,1,1,2 +rodriiv01,1992,1,TEX,AL,123,420,39,109,16,1,8,37,0,0,24,73,2,1,7,2,15 +rodriri02,1992,1,SDN,NL,61,6,0,0,0,0,0,0,0,0,1,0,0,0,2,0,1 +rogerke01,1992,1,TEX,AL,81,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rogerke02,1992,1,SFN,NL,6,9,0,2,0,0,0,0,0,0,0,6,0,0,3,0,1 +rohdeda01,1992,1,CLE,AL,5,7,0,0,0,0,0,0,0,0,2,3,1,0,0,0,0 +rojasme01,1992,1,MON,NL,68,15,0,1,0,0,0,0,0,0,0,10,0,0,0,0,0 +rosebo01,1992,1,CAL,AL,30,84,10,18,5,0,2,10,1,1,8,9,1,2,1,1,2 +rosenwa01,1992,1,TEX,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rossyri01,1992,1,KCA,AL,59,149,21,32,8,1,1,12,0,3,20,20,1,1,7,1,6 +rowlari01,1992,1,DET,AL,6,14,2,3,0,0,0,0,0,0,3,3,0,0,0,0,1 +royerst01,1992,1,SLN,NL,13,31,6,10,2,0,2,9,0,0,1,4,0,0,0,1,0 +ruffibr01,1992,1,ML4,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ruskisc01,1992,1,CIN,NL,57,3,0,0,0,0,0,0,0,0,0,3,0,0,2,0,0 +russeje01,1992,1,TEX,AL,51,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +russeje01,1992,2,OAK,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +russejo02,1992,1,TEX,AL,7,10,1,1,0,0,0,2,0,0,1,4,0,1,0,1,0 +ryanke01,1992,1,BOS,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ryanno01,1992,1,TEX,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +saberbr01,1992,1,NYN,NL,17,28,0,3,0,0,0,0,0,0,1,9,0,0,3,0,0 +saboch01,1992,1,CIN,NL,96,344,42,84,19,3,12,43,4,5,30,54,1,1,1,6,12 +salazlu01,1992,1,CHN,NL,98,255,20,53,7,2,5,25,1,1,11,34,2,0,3,4,10 +salmoti01,1992,1,CAL,AL,23,79,8,14,1,0,2,6,1,1,11,23,1,1,0,1,1 +sampebi01,1992,1,MON,NL,44,6,0,0,0,0,0,0,0,0,0,5,0,0,1,0,0 +sampebi01,1992,2,KCA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +samueju01,1992,1,LAN,NL,47,122,7,32,3,1,0,15,2,2,7,22,3,1,4,2,0 +samueju01,1992,2,KCA,AL,29,102,15,29,5,3,0,8,6,1,7,27,1,1,0,0,2 +sanchre01,1992,1,CHN,NL,74,255,24,64,14,3,1,19,2,1,10,17,1,3,5,2,7 +sandbry01,1992,1,CHN,NL,158,612,100,186,32,8,26,87,17,6,68,73,4,1,0,6,13 +sandede02,1992,1,ATL,NL,97,303,54,92,6,14,8,28,26,9,18,52,0,2,1,1,5 +sandere02,1992,1,CIN,NL,116,385,62,104,26,6,12,36,16,7,48,98,2,4,0,1,6 +sandesc01,1992,1,NYA,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +santibe01,1992,1,SDN,NL,106,386,37,97,21,0,10,42,2,5,21,52,1,0,0,4,14 +santone01,1992,1,CHA,AL,2,3,1,1,0,0,1,2,0,0,0,0,0,0,0,0,0 +sassema01,1992,1,NYN,NL,92,141,7,34,6,0,2,18,0,0,3,10,0,0,0,5,4 +sauveri01,1992,1,KCA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +saxst01,1992,1,CHA,AL,143,567,74,134,26,4,4,47,30,12,43,42,4,2,12,6,17 +scanlbo01,1992,1,CHN,NL,69,4,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +scarsst01,1992,1,PHI,NL,7,13,1,2,0,0,0,0,0,0,1,6,0,0,0,0,0 +scarsst01,1992,2,BAL,AL,11,17,2,3,0,0,0,0,0,0,1,6,0,0,1,0,0 +schaeje01,1992,1,SEA,AL,65,70,5,8,2,0,1,3,0,1,2,10,0,0,6,0,2 +scheiri02,1992,1,HOU,NL,7,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +schilcu01,1992,1,PHI,NL,42,64,3,10,1,0,0,3,0,0,1,22,0,0,8,0,0 +schmida01,1992,1,SEA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schofdi02,1992,1,CAL,AL,1,3,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0 +schofdi02,1992,2,NYN,NL,142,420,52,86,18,2,4,36,11,4,60,82,4,5,10,3,11 +schoomi01,1992,1,SEA,AL,53,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schoupe01,1992,1,NYN,NL,23,42,0,2,0,0,0,1,0,0,0,13,0,0,2,1,0 +sciosmi01,1992,1,LAN,NL,117,348,19,77,6,3,3,24,3,2,32,31,4,1,5,3,9 +scottga01,1992,1,CHN,NL,36,96,8,15,2,0,2,11,0,1,5,14,1,0,1,0,3 +scottti01,1992,1,SDN,NL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +scuddsc01,1992,1,CLE,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +searcst01,1992,1,PHI,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +seguida01,1992,1,BAL,AL,115,189,21,44,9,0,1,17,1,0,20,23,3,0,2,0,4 +seitzke01,1992,1,ML4,AL,148,540,74,146,35,1,5,71,13,11,57,44,4,2,7,9,16 +seminfr01,1992,1,SDN,NL,19,34,3,4,0,0,0,0,0,0,1,9,0,0,2,0,0 +servasc01,1992,1,HOU,NL,77,205,12,49,9,0,0,15,0,0,11,25,2,5,6,0,7 +servisc01,1992,1,MON,NL,5,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +sharpmi01,1992,1,LAN,NL,128,317,48,95,21,0,3,36,2,2,47,33,1,0,5,3,9 +shawje01,1992,1,CLE,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sheffga01,1992,1,SDN,NL,146,557,87,184,34,3,33,100,5,6,48,40,5,6,0,7,19 +shephke01,1992,1,PHI,NL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shielto01,1992,1,BAL,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shiffst01,1992,1,KCA,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shiplcr01,1992,1,SDN,NL,52,105,7,26,6,0,0,7,1,1,2,21,1,0,1,0,2 +shumpte01,1992,1,KCA,AL,36,94,6,14,5,1,1,11,2,2,3,17,0,0,2,0,2 +sierrru01,1992,1,TEX,AL,124,500,66,139,30,6,14,70,12,4,31,59,6,0,0,8,9 +sierrru01,1992,2,OAK,AL,27,101,17,28,4,1,3,17,2,0,14,9,6,0,0,2,2 +silveda01,1992,1,NYA,AL,7,13,3,4,0,2,0,1,0,0,0,3,0,0,0,0,1 +simmsmi01,1992,1,HOU,NL,15,24,1,6,1,0,1,3,0,0,2,9,0,1,0,0,1 +simondo01,1992,1,MON,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sinatma01,1992,1,SEA,AL,18,28,0,3,0,0,0,0,0,0,0,5,0,0,0,0,1 +slaugdo01,1992,1,PIT,NL,87,255,26,88,17,3,4,37,2,2,17,23,5,2,6,5,6 +slocuhe01,1992,1,CHN,NL,30,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +slusajo01,1992,1,OAK,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smilejo01,1992,1,MIN,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithbr01,1992,1,SLN,NL,13,3,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +smithda02,1992,1,CHN,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithda05,1992,1,TEX,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithdw01,1992,1,CHN,NL,109,217,28,60,10,3,3,24,9,8,13,40,0,1,0,2,1 +smithle02,1992,1,SLN,NL,70,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithlo01,1992,1,ATL,NL,84,158,23,39,8,2,6,33,4,0,17,37,1,3,0,4,1 +smithoz01,1992,1,SLN,NL,132,518,73,153,20,2,0,31,43,9,59,34,4,0,12,1,11 +smithpe02,1992,1,ATL,NL,12,26,1,1,0,0,0,2,0,0,2,11,0,0,3,0,0 +smithza01,1992,1,PIT,NL,26,49,2,6,2,0,0,3,0,0,2,11,0,0,3,0,0 +smoltjo01,1992,1,ATL,NL,36,75,7,12,0,0,1,4,0,0,6,32,0,0,10,0,1 +snowjt01,1992,1,NYA,AL,7,14,1,2,1,0,0,2,0,0,5,5,1,0,0,0,0 +snydeco02,1992,1,SFN,NL,124,390,48,105,22,2,14,57,4,4,23,96,2,2,2,3,10 +sojolu01,1992,1,CAL,AL,106,368,37,100,12,3,7,43,7,11,14,24,0,1,7,1,14 +sorrepa01,1992,1,CLE,AL,140,458,52,123,24,1,18,60,0,3,51,89,7,1,1,3,13 +sosasa01,1992,1,CHN,NL,67,262,41,68,7,2,8,25,15,7,19,63,1,4,4,2,4 +spierbi01,1992,1,ML4,AL,12,16,2,5,2,0,0,2,1,1,1,4,0,0,1,0,0 +spraged02,1992,1,TOR,AL,22,47,6,11,2,0,1,7,0,0,3,7,0,0,0,0,0 +sprinru01,1992,1,NYA,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sprinst01,1992,1,NYN,NL,4,5,0,2,1,0,0,0,0,0,0,1,0,0,0,0,0 +stairma01,1992,1,MON,NL,13,30,2,5,2,0,0,5,0,0,7,7,0,0,0,1,0 +stankan01,1992,1,NYA,AL,116,400,52,107,22,2,2,25,9,5,38,42,0,5,7,1,13 +stanlmi02,1992,1,NYA,AL,68,173,24,43,7,0,8,27,0,0,33,45,0,1,0,0,6 +stantmi02,1992,1,ATL,NL,65,2,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +stclara01,1992,1,ATL,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +steinte01,1992,1,OAK,AL,128,438,48,122,20,1,12,53,2,3,45,58,3,1,0,3,20 +stephph01,1992,1,SDN,NL,53,71,5,11,2,1,0,8,0,0,10,11,0,0,3,0,0 +stephra01,1992,1,TEX,AL,8,13,0,2,0,0,0,0,0,0,0,5,0,0,1,0,0 +stevele01,1992,1,CAL,AL,106,312,25,69,19,0,7,37,1,4,29,64,6,1,1,2,4 +stewada01,1992,1,OAK,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stiebda01,1992,1,TOR,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stillku01,1992,1,SDN,NL,114,379,35,86,15,3,2,24,4,1,26,58,9,1,4,6,6 +stottto01,1992,1,TOR,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +strando01,1992,1,CHN,NL,52,94,7,15,1,0,1,5,1,0,10,15,2,0,2,0,2 +strawda01,1992,1,LAN,NL,43,156,20,37,8,0,5,25,3,1,19,34,4,1,0,1,2 +stubbfr01,1992,1,ML4,AL,92,288,37,66,11,1,9,42,11,8,27,68,3,1,5,1,2 +suerowi01,1992,1,ML4,AL,18,16,4,3,1,0,0,0,1,1,2,1,0,1,0,0,2 +surhobj01,1992,1,ML4,AL,139,480,63,121,19,1,4,62,14,8,46,41,8,2,5,10,9 +sutclri01,1992,1,BAL,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sveumda01,1992,1,PHI,NL,54,135,13,24,4,0,2,16,0,0,16,39,4,0,0,2,5 +sveumda01,1992,2,CHA,AL,40,114,15,25,9,0,2,12,1,1,12,29,0,0,2,3,1 +swanru01,1992,1,SEA,AL,55,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +swiftbi02,1992,1,SFN,NL,34,51,3,8,3,0,0,3,0,0,1,18,0,0,5,0,0 +swindgr01,1992,1,CIN,NL,31,80,2,10,2,0,0,4,0,0,1,15,0,0,5,1,0 +tablepa01,1992,1,TOR,AL,49,135,11,34,5,0,0,16,0,0,11,14,0,0,0,1,6 +tackeje01,1992,1,BAL,AL,65,179,21,43,8,1,5,24,0,0,17,28,1,2,6,4,11 +tananfr01,1992,1,DET,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tapanke01,1992,1,MIN,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tartada01,1992,1,NYA,AL,123,421,72,112,19,0,25,85,2,2,103,115,14,0,0,2,7 +tatumji01,1992,1,ML4,AL,5,8,0,1,0,0,0,0,0,0,1,2,0,0,0,0,0 +taubeed01,1992,1,HOU,NL,104,297,23,66,15,0,5,28,2,1,31,78,3,2,0,1,4 +taylosc01,1992,1,BOS,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +terrewa01,1992,1,DET,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tettlmi01,1992,1,DET,AL,157,525,82,125,25,0,32,83,0,6,122,137,18,1,0,6,5 +teufeti01,1992,1,SDN,NL,101,246,23,55,10,0,6,25,2,1,31,45,3,1,0,1,7 +tewksbo01,1992,1,SLN,NL,33,70,4,6,1,0,0,3,0,0,4,29,0,0,6,0,1 +thigpbo01,1992,1,CHA,AL,55,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thomafr04,1992,1,CHA,AL,160,573,108,185,46,2,24,115,6,3,122,88,6,5,0,11,19 +thomeji01,1992,1,CLE,AL,40,117,8,24,3,1,2,12,2,0,10,34,2,2,0,2,3 +thompmi02,1992,1,SLN,NL,109,208,31,61,9,1,4,17,18,6,16,39,3,2,0,0,3 +thompro01,1992,1,SFN,NL,128,443,54,115,25,1,14,49,5,9,43,75,1,8,7,4,8 +thompry01,1992,1,NYN,NL,30,108,15,24,7,1,3,10,2,2,8,24,0,0,0,1,2 +thondi01,1992,1,TEX,AL,95,275,30,68,15,3,4,37,12,2,20,40,1,0,3,5,2 +thurmga01,1992,1,KCA,AL,88,200,25,49,6,3,0,20,9,6,9,34,0,1,6,0,3 +timlimi01,1992,1,TOR,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tinglro01,1992,1,CAL,AL,71,127,15,25,2,1,3,8,0,1,13,35,0,2,5,0,4 +tomlira01,1992,1,PIT,NL,35,65,4,9,0,0,0,1,0,0,3,15,0,0,7,0,1 +trammal01,1992,1,DET,AL,29,102,11,28,7,1,1,11,2,2,15,4,0,1,1,1,6 +treadje01,1992,1,ATL,NL,61,126,5,28,6,1,0,5,1,2,9,16,4,0,1,0,3 +trlicri01,1992,1,TOR,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +trombmi01,1992,1,MIN,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tuckeed01,1992,1,HOU,NL,20,50,5,6,1,0,0,3,1,1,3,13,0,2,1,0,2 +turnesh01,1992,1,SEA,AL,34,74,8,20,5,0,0,5,2,1,9,15,0,0,2,2,4 +uribejo01,1992,1,SFN,NL,66,162,24,39,9,1,2,13,2,2,14,25,3,0,4,1,3 +valdese01,1992,1,MON,NL,27,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +valenjo02,1992,1,BOS,AL,58,185,21,51,13,0,5,25,1,0,20,17,0,2,4,1,5 +valenjo03,1992,1,ML4,AL,4,3,1,0,0,0,0,1,0,0,0,0,0,0,0,1,0 +valerju01,1992,1,CAL,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +valleda01,1992,1,SEA,AL,124,367,39,88,16,1,9,30,0,0,27,58,1,8,7,1,7 +vandejo02,1992,1,MON,NL,105,213,21,51,8,2,4,20,3,0,24,36,2,0,0,0,2 +vanslan01,1992,1,PIT,NL,154,614,103,199,45,12,14,89,12,3,58,99,4,4,0,9,9 +varshga01,1992,1,PIT,NL,103,162,22,36,6,3,4,22,5,2,10,32,1,0,0,1,2 +vatchji01,1992,1,SDN,NL,13,16,1,4,1,0,0,2,0,0,3,6,0,0,1,0,0 +vaughgr01,1992,1,ML4,AL,141,501,77,114,18,2,23,78,15,15,60,123,1,5,2,5,8 +vaughmo01,1992,1,BOS,AL,113,355,42,83,16,2,13,57,3,3,47,67,7,3,0,3,9 +velarra01,1992,1,NYA,AL,121,412,57,112,24,1,7,46,7,2,38,78,1,2,4,5,13 +velasgu01,1992,1,SDN,NL,15,23,1,7,0,0,1,5,0,0,1,7,0,0,0,0,0 +venturo01,1992,1,CHA,AL,157,592,85,167,38,1,16,93,2,4,93,71,9,0,1,8,14 +villahe01,1992,1,CHN,NL,51,112,9,17,6,0,2,13,0,0,11,24,2,0,0,0,5 +violafr01,1992,1,BOS,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vitkojo01,1992,1,NYN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vizcajo01,1992,1,CHN,NL,86,285,25,64,10,4,1,17,3,0,14,35,2,0,5,1,4 +vizquom01,1992,1,SEA,AL,136,483,49,142,20,4,0,21,15,13,32,38,0,2,9,1,14 +voigtja01,1992,1,BAL,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wagnepa01,1992,1,PIT,NL,6,3,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +wakefti01,1992,1,PIT,NL,14,28,0,2,0,0,0,0,0,0,1,9,0,0,4,0,0 +walkbo01,1992,1,PIT,NL,36,43,2,4,1,0,0,2,0,0,0,11,0,0,1,0,1 +walkech01,1992,1,CHN,NL,19,26,2,3,0,0,0,2,1,0,3,4,0,0,0,1,0 +walkech01,1992,2,NYN,NL,107,227,24,70,12,1,4,36,14,1,24,46,3,0,0,4,9 +walkela01,1992,1,MON,NL,143,528,85,159,31,4,23,93,18,6,41,97,10,6,0,8,9 +walkemi02,1992,1,SEA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wallati01,1992,1,MON,NL,150,537,53,120,29,1,9,59,2,2,50,90,2,8,0,7,10 +wallide01,1992,1,HOU,NL,3,3,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +walteda01,1992,1,SDN,NL,57,179,14,45,11,1,4,22,1,0,10,28,0,2,1,2,3 +waltobr01,1992,1,OAK,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +waltoje01,1992,1,CHN,NL,30,55,7,7,0,1,0,1,1,2,9,13,0,2,3,0,1 +warddu01,1992,1,TOR,AL,79,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wardke01,1992,1,SDN,NL,81,147,12,29,5,0,3,12,2,3,14,38,0,2,1,1,8 +wardtu01,1992,1,TOR,AL,18,29,7,10,3,0,1,3,0,1,4,4,0,0,0,0,1 +waynega01,1992,1,MIN,AL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +weathda01,1992,1,TOR,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +webstle01,1992,1,MIN,AL,53,118,10,33,10,1,1,13,0,2,9,11,0,0,2,0,3 +webstmi01,1992,1,LAN,NL,135,262,33,70,12,5,6,35,11,5,27,49,3,2,8,5,1 +wedgeer01,1992,1,BOS,AL,27,68,11,17,2,0,5,11,0,0,13,18,0,0,0,0,0 +wegmabi01,1992,1,ML4,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wehnejo01,1992,1,PIT,NL,55,123,11,22,6,0,0,4,3,0,12,22,2,0,2,0,4 +weisswa01,1992,1,OAK,AL,103,316,36,67,5,2,0,21,6,3,43,39,1,1,11,4,10 +welchbo01,1992,1,OAK,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wellsda01,1992,1,TOR,AL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +westda01,1992,1,MIN,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +westomi01,1992,1,PHI,NL,1,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +wettejo01,1992,1,MON,NL,67,5,0,1,0,0,0,0,0,0,0,4,0,0,1,0,0 +whitalo01,1992,1,DET,AL,130,453,77,126,26,0,19,71,6,4,81,46,5,1,5,4,9 +whitede03,1992,1,TOR,AL,153,641,98,159,26,7,17,60,37,4,47,133,0,5,0,3,9 +whitema01,1992,1,CLE,AL,148,508,73,129,19,4,9,43,16,12,72,102,10,2,3,3,12 +whitema02,1992,1,TEX,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +whitewa02,1992,1,NYN,NL,44,22,1,4,1,0,0,3,0,1,1,5,0,0,1,0,0 +wickake01,1992,1,CLE,AL,44,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wickmbo01,1992,1,NYA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wilkecu01,1992,1,KCA,AL,111,296,27,74,10,1,2,29,18,7,18,47,3,1,7,4,4 +wilkiri01,1992,1,CHN,NL,83,244,20,66,9,1,8,22,0,2,28,53,7,0,1,1,6 +willaje01,1992,1,ATL,NL,26,23,2,8,1,0,2,7,0,0,1,3,1,0,0,0,3 +willaje01,1992,2,MON,NL,21,25,0,3,0,0,0,1,0,0,1,7,0,0,0,0,2 +willibe02,1992,1,NYA,AL,62,261,39,73,14,2,5,26,7,6,29,36,1,1,2,0,5 +willibr01,1992,1,HOU,NL,20,30,2,4,1,0,0,4,0,0,0,13,0,0,5,1,0 +willica01,1992,1,MIN,AL,59,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +willige02,1992,1,NYA,AL,15,27,7,8,2,0,3,6,2,0,0,3,0,0,0,0,0 +willima04,1992,1,SFN,NL,146,529,58,120,13,5,20,66,7,7,39,109,11,6,0,2,15 +willima05,1992,1,BAL,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +willimi02,1992,1,PHI,NL,66,4,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +willimi03,1992,1,PHI,NL,5,10,1,4,0,0,0,2,0,0,0,4,0,0,1,0,0 +willire02,1992,1,CAL,AL,14,26,5,6,1,1,0,2,0,2,1,10,0,0,0,0,0 +wilsocr01,1992,1,SLN,NL,61,106,6,33,6,0,0,13,1,2,10,18,2,0,2,1,4 +wilsoda01,1992,1,CIN,NL,12,25,2,9,1,0,0,3,0,0,3,8,0,0,0,0,2 +wilsost01,1992,1,LAN,NL,60,3,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +wilsotr01,1992,1,SFN,NL,27,39,3,3,1,0,0,3,0,0,3,21,0,0,7,0,2 +wilsowi02,1992,1,OAK,AL,132,396,38,107,15,5,0,37,28,8,35,65,2,1,2,3,11 +winfida01,1992,1,TOR,AL,156,583,92,169,33,3,26,108,2,3,82,89,10,1,1,3,10 +winnihe01,1992,1,BOS,AL,105,234,27,55,8,1,1,14,6,5,10,53,0,0,0,0,3 +wittbo01,1992,1,TEX,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wittbo01,1992,2,OAK,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wohlema01,1992,1,ATL,NL,32,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +woodske01,1992,1,SEA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +woodstr01,1992,1,SLN,NL,31,114,9,35,8,0,1,22,0,0,3,10,0,1,1,0,1 +woodte01,1992,1,SFN,NL,24,58,5,12,2,0,1,3,0,0,6,15,0,1,2,0,4 +worreto01,1992,1,SLN,NL,67,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +worthcr01,1992,1,CLE,AL,9,24,0,4,0,0,0,2,0,1,2,4,0,0,0,0,0 +wronari01,1992,1,CIN,NL,11,23,0,4,0,0,0,0,0,0,0,3,0,0,0,0,2 +yeldier01,1992,1,HOU,NL,9,8,1,2,0,0,0,0,0,0,0,3,0,0,0,0,0 +youngan01,1992,1,NYN,NL,52,27,2,3,0,0,0,0,0,0,1,13,0,0,2,0,0 +youngcu01,1992,1,KCA,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +youngcu01,1992,2,NYA,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +younger01,1992,1,LAN,NL,49,132,9,34,1,0,1,11,6,1,8,9,0,0,4,0,3 +youngge02,1992,1,HOU,NL,74,76,14,14,1,1,0,4,6,2,10,11,0,0,4,0,2 +youngke01,1992,1,PIT,NL,10,7,2,4,0,0,0,4,1,0,2,0,0,0,0,0,0 +youngma01,1992,1,BOS,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +youngpe02,1992,1,MON,NL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +yountro01,1992,1,ML4,AL,150,557,71,147,40,3,8,77,15,6,53,81,9,3,4,12,9 +zeileto01,1992,1,SLN,NL,126,439,51,113,18,4,7,48,7,10,68,70,4,0,0,7,11 +zoskyed01,1992,1,TOR,AL,8,7,1,2,0,1,0,1,0,0,0,2,0,0,0,1,0 +zupcibo01,1992,1,BOS,AL,124,392,46,108,19,1,3,43,2,2,25,60,1,4,7,4,6 +abbotji01,1993,1,NYA,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +abbotku01,1993,1,OAK,AL,20,61,11,15,1,0,3,9,2,0,3,20,0,0,3,0,3 +abbotpa01,1993,1,CLE,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +agostju01,1993,1,HOU,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +aguilri01,1993,1,MIN,AL,65,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +aldremi01,1993,1,OAK,AL,95,255,40,68,13,1,10,33,1,1,34,45,2,0,3,0,7 +aldresc01,1993,1,COL,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +aldresc01,1993,2,MON,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +alexama02,1993,1,BAL,AL,3,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +alicelu01,1993,1,SLN,NL,115,362,50,101,19,3,3,46,11,1,47,54,2,4,1,7,9 +allanan01,1993,1,SFN,NL,13,24,3,4,1,0,0,2,0,0,1,2,0,0,1,0,1 +alomaro01,1993,1,TOR,AL,153,589,109,192,35,6,17,93,55,15,80,67,5,5,4,5,13 +alomasa02,1993,1,CLE,AL,64,215,24,58,7,1,6,32,3,1,11,28,0,6,1,4,3 +aloumo01,1993,1,MON,NL,136,482,70,138,29,6,18,85,17,6,38,53,9,5,3,7,9 +alvarwi01,1993,1,CHA,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +amarari01,1993,1,SEA,AL,110,373,53,108,24,1,1,44,19,11,33,54,0,3,7,5,5 +amaroru02,1993,1,PHI,NL,25,48,7,16,2,2,1,6,0,0,6,5,0,0,3,1,1 +anderbr01,1993,1,BAL,AL,142,560,87,147,36,8,13,66,24,12,82,99,4,10,6,6,4 +anderbr02,1993,1,CAL,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +anderla02,1993,1,PHI,NL,64,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +andermi02,1993,1,CIN,NL,3,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +anthoer01,1993,1,HOU,NL,145,486,70,121,19,4,15,66,3,5,49,88,2,2,0,2,9 +appieke01,1993,1,KCA,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +aquinlu01,1993,1,FLO,NL,38,25,1,2,0,0,0,0,0,0,0,7,0,0,4,0,0 +ariasal01,1993,1,FLO,NL,96,249,27,67,5,1,2,20,1,1,27,18,0,3,1,3,5 +armasma01,1993,1,OAK,AL,15,31,7,6,2,0,1,1,1,0,1,12,0,1,0,0,0 +armstja01,1993,1,FLO,NL,36,66,3,10,1,0,0,3,0,0,0,29,0,0,4,0,2 +arochre01,1993,1,SLN,NL,32,58,3,6,1,0,0,3,0,0,2,24,0,0,7,0,0 +ashbyan01,1993,1,COL,NL,20,15,1,4,0,0,0,1,0,0,0,3,0,0,0,0,0 +ashbyan01,1993,2,SDN,NL,12,21,2,1,1,0,0,0,0,0,2,6,0,0,2,0,0 +ashlebi01,1993,1,LAN,NL,14,37,0,9,0,0,0,0,0,0,2,11,0,0,0,0,0 +assenpa01,1993,1,CHN,NL,46,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +assenpa01,1993,2,NYA,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +astacpe01,1993,1,LAN,NL,31,62,4,10,0,0,0,2,0,1,0,26,0,0,7,0,0 +auderi01,1993,1,PIT,NL,13,26,1,3,1,0,0,4,0,0,1,7,0,0,0,0,0 +ausmubr01,1993,1,SDN,NL,49,160,18,41,8,1,5,12,2,0,6,28,0,0,0,0,2 +austiji02,1993,1,ML4,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +averyst01,1993,1,ATL,NL,35,75,4,12,4,0,0,5,0,0,2,19,0,0,8,0,1 +ayalabo01,1993,1,CIN,NL,43,21,1,2,1,0,0,1,0,1,0,7,0,0,2,0,0 +ayraubo01,1993,1,PHI,NL,10,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +ayraubo01,1993,2,SEA,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +backmwa01,1993,1,SEA,AL,10,29,2,4,0,0,0,0,0,0,1,8,0,0,1,0,0 +baergca01,1993,1,CLE,AL,154,624,105,200,28,6,21,114,15,4,34,68,7,6,3,13,17 +baezke01,1993,1,NYN,NL,52,126,10,23,9,0,0,7,0,0,13,17,1,0,4,0,1 +bagweje01,1993,1,HOU,NL,142,535,76,171,37,4,20,88,13,4,62,73,6,3,0,9,20 +baileco01,1993,1,BOS,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +baineha01,1993,1,BAL,AL,118,416,64,130,22,0,20,78,0,0,57,52,9,0,1,6,14 +balbost01,1993,1,TEX,AL,2,5,0,3,0,0,0,0,0,0,0,2,0,0,0,0,0 +ballaje01,1993,1,PIT,NL,25,11,0,4,1,0,0,0,0,0,0,4,0,0,1,0,0 +bankhsc01,1993,1,BOS,AL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bankswi01,1993,1,MIN,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barbebr01,1993,1,FLO,NL,99,375,45,104,16,2,5,33,2,4,33,58,2,7,5,3,7 +barnebr01,1993,1,MON,NL,52,20,1,3,0,0,0,2,0,0,1,10,0,0,2,0,1 +barnesk01,1993,1,DET,AL,84,160,24,45,8,1,2,27,5,5,11,19,0,0,4,5,2 +basske01,1993,1,HOU,NL,111,229,31,65,18,0,3,37,7,1,26,31,3,1,2,0,4 +batchri01,1993,1,SLN,NL,9,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +batiski01,1993,1,PHI,NL,79,156,14,44,7,1,5,29,0,1,3,29,2,1,0,1,3 +bautida01,1993,1,DET,AL,17,61,6,19,3,0,1,9,3,1,1,10,0,0,0,1,1 +bautijo01,1993,1,CHN,NL,61,21,1,4,0,0,0,1,0,0,0,4,0,0,2,0,0 +beanbi01,1993,1,SDN,NL,88,177,19,46,9,0,5,32,2,4,6,29,1,2,2,5,4 +beckeri01,1993,1,MIN,AL,3,7,3,2,2,0,0,0,1,1,5,4,0,0,0,0,0 +beckro01,1993,1,SFN,NL,76,4,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +bedrost01,1993,1,ATL,NL,49,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +belchti01,1993,1,CIN,NL,22,50,2,10,1,0,0,7,0,1,0,15,0,1,3,0,0 +belchti01,1993,2,CHA,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +belinst01,1993,1,PIT,NL,40,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +belinst01,1993,2,KCA,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bellde01,1993,1,SDN,NL,150,542,73,142,19,1,21,72,26,5,23,122,5,12,0,8,7 +belleal01,1993,1,CLE,AL,159,594,93,172,36,3,38,129,23,12,76,96,13,8,1,14,18 +beller01,1993,1,HOU,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bellge02,1993,1,CHA,AL,102,410,36,89,17,2,13,64,1,1,13,49,2,4,0,9,14 +bellira01,1993,1,ATL,NL,91,79,6,18,5,0,0,6,0,0,4,13,0,3,3,0,1 +bellja01,1993,1,PIT,NL,154,604,102,187,32,9,9,51,16,10,77,122,6,6,13,1,16 +bellju01,1993,1,PHI,NL,24,65,5,13,6,1,0,7,0,1,5,12,0,1,2,0,0 +bellju01,1993,2,ML4,AL,91,286,42,67,6,2,5,29,6,6,36,64,0,1,3,1,4 +benavfr01,1993,1,COL,NL,74,213,20,61,10,3,3,26,3,2,6,27,1,0,3,1,4 +benesan01,1993,1,SDN,NL,34,72,5,9,3,0,1,4,0,0,1,33,0,1,14,0,0 +benjami01,1993,1,SFN,NL,63,146,22,29,7,0,4,16,0,0,9,23,2,4,6,0,3 +benzito01,1993,1,SFN,NL,86,177,25,51,7,2,6,26,0,0,13,35,1,0,1,3,2 +bereja01,1993,1,CHA,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bergmse01,1993,1,DET,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +berroge01,1993,1,FLO,NL,14,34,3,4,1,0,0,0,0,0,2,7,0,0,0,0,2 +berryda01,1993,1,ATL,NL,115,335,24,82,18,2,8,43,0,0,21,64,1,2,2,3,7 +berryse01,1993,1,MON,NL,122,299,50,78,15,2,14,49,12,2,41,70,6,2,3,6,4 +bicheda01,1993,1,COL,NL,141,538,93,167,43,5,21,89,14,8,28,99,2,7,0,8,7 +bielemi01,1993,1,CLE,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +biggicr01,1993,1,HOU,NL,155,610,98,175,41,5,21,64,15,17,77,93,7,10,4,5,10 +blackbu02,1993,1,SFN,NL,16,37,2,9,0,0,0,3,0,0,2,8,0,0,3,0,1 +blairwi01,1993,1,COL,NL,46,36,1,4,1,0,0,4,0,0,1,19,0,0,3,0,0 +blankla02,1993,1,OAK,AL,94,252,43,48,8,1,2,23,13,5,67,64,0,2,6,1,9 +blausje01,1993,1,ATL,NL,161,597,110,182,29,2,15,73,16,6,85,109,0,16,5,7,13 +blossgr01,1993,1,BOS,AL,17,28,1,2,1,0,0,1,1,0,2,7,0,0,0,0,0 +blowemi01,1993,1,SEA,AL,127,379,55,106,23,3,15,57,1,5,44,98,3,2,3,1,12 +boddimi01,1993,1,ML4,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +boevejo01,1993,1,OAK,AL,42,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +boevejo01,1993,2,DET,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bogarti01,1993,1,NYN,NL,78,205,19,50,13,0,3,25,0,1,14,29,2,3,1,1,2 +boggswa01,1993,1,NYA,AL,143,560,83,169,26,1,2,59,0,1,74,49,4,0,1,9,10 +bohanbr01,1993,1,TEX,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bolicfr01,1993,1,MON,NL,95,213,25,45,13,0,4,24,1,0,23,37,2,4,0,2,4 +boltoro01,1993,1,CHA,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +boltoto01,1993,1,DET,AL,43,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bondsba01,1993,1,SFN,NL,159,539,129,181,38,4,46,123,29,12,126,79,43,2,0,7,11 +bonesri01,1993,1,ML4,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bonilbo01,1993,1,NYN,NL,139,502,81,133,21,3,34,87,3,3,72,96,11,0,0,8,12 +boonebr01,1993,1,SEA,AL,76,271,31,68,12,2,12,38,2,3,17,52,1,4,6,4,6 +borbope02,1993,1,ATL,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bordepa01,1993,1,TOR,AL,138,488,38,124,30,0,9,55,2,2,20,66,2,2,7,3,18 +bordimi01,1993,1,OAK,AL,159,546,60,136,21,2,3,48,10,10,60,58,2,11,10,6,9 +bosioch01,1993,1,SEA,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +boskish01,1993,1,CHN,NL,39,11,2,3,0,0,0,0,0,0,0,3,0,0,0,0,0 +bostoda01,1993,1,COL,NL,124,291,46,76,15,1,14,40,1,6,26,57,1,2,0,1,5 +botteke01,1993,1,MON,NL,23,24,1,4,0,0,0,0,0,0,0,5,0,1,1,0,0 +botteke01,1993,2,COL,NL,14,26,1,7,0,0,0,3,1,0,1,10,0,0,2,0,0 +bouchde01,1993,1,MON,NL,5,6,0,1,1,0,0,0,0,0,0,3,0,0,2,0,0 +bournra01,1993,1,LAN,NL,8,18,0,9,1,0,0,3,0,0,0,2,0,0,0,0,0 +bowenry01,1993,1,FLO,NL,27,51,3,6,1,1,0,3,0,0,1,15,0,0,3,0,0 +bransje01,1993,1,CIN,NL,125,381,40,92,15,1,3,22,4,1,19,73,2,0,8,4,4 +brantje01,1993,1,SFN,NL,53,28,1,3,0,0,0,3,0,0,0,9,0,0,1,0,1 +breamsi01,1993,1,ATL,NL,117,277,33,72,14,1,9,35,4,2,31,43,3,0,1,2,6 +brennwi01,1993,1,CHN,NL,8,1,0,0,0,0,0,0,0,0,1,1,0,0,1,0,0 +brettge01,1993,1,KCA,AL,145,560,69,149,31,3,19,75,7,5,39,67,9,3,0,10,20 +brewebi01,1993,1,KCA,AL,46,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brewero01,1993,1,SLN,NL,110,147,15,42,8,0,2,20,1,0,17,26,5,1,2,2,5 +brilegr01,1993,1,FLO,NL,120,170,17,33,6,0,3,12,6,2,12,42,0,1,1,1,5 +brinkbr01,1993,1,PHI,NL,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +briscjo01,1993,1,OAK,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +britobe01,1993,1,MIN,AL,27,54,8,13,2,0,4,9,0,0,1,20,0,0,0,0,1 +brocado01,1993,1,SDN,NL,30,33,4,6,0,0,0,0,2,0,0,8,0,0,11,0,0 +bronkje01,1993,1,TEX,AL,21,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brookhu01,1993,1,KCA,AL,75,168,14,48,12,0,1,24,0,1,11,27,1,1,0,1,5 +brookje01,1993,1,LAN,NL,9,9,2,2,1,0,1,1,0,0,0,2,0,0,0,0,0 +brosisc01,1993,1,OAK,AL,70,213,26,53,10,1,6,25,6,0,14,37,0,1,3,2,6 +brosste01,1993,1,SFN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brownja03,1993,1,SDN,NL,47,133,21,31,9,2,0,8,3,3,15,26,0,6,2,1,4 +brownje01,1993,1,OAK,AL,76,260,27,65,13,0,2,19,4,0,22,17,0,0,2,2,9 +brownke01,1993,1,TEX,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brownto05,1993,1,CIN,NL,21,37,4,8,1,0,1,4,0,0,2,6,0,0,4,1,0 +browsc01,1993,1,TOR,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bruetjt01,1993,1,MIN,AL,17,20,2,5,2,0,0,1,0,0,1,4,0,1,0,0,1 +brumfja01,1993,1,CIN,NL,103,272,40,73,17,3,6,23,20,8,21,47,4,1,3,2,1 +brumlmi02,1993,1,HOU,NL,8,10,1,3,0,0,0,2,0,1,1,3,0,0,0,0,0 +brummgr01,1993,1,SFN,NL,8,15,0,0,0,0,0,0,0,0,1,5,0,0,2,0,0 +brummgr01,1993,2,MIN,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brunato01,1993,1,ML4,AL,80,224,20,41,7,3,6,29,3,4,25,59,0,0,2,0,5 +buechst01,1993,1,CHN,NL,133,460,53,125,27,2,15,65,1,1,48,87,5,5,4,3,12 +buforda01,1993,1,BAL,AL,53,79,18,18,5,0,2,9,2,2,9,19,0,1,1,0,1 +buhneja01,1993,1,SEA,AL,158,563,90,153,28,3,27,98,2,5,100,144,11,2,2,8,12 +bullesc01,1993,1,PIT,NL,23,55,2,11,0,2,0,4,3,2,3,15,0,0,0,1,1 +bulliji01,1993,1,CHN,NL,15,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +burbada01,1993,1,SFN,NL,54,17,1,5,1,0,0,2,0,0,1,7,0,0,3,0,1 +burgoen01,1993,1,KCA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +burkejo03,1993,1,SFN,NL,34,76,7,9,0,0,0,4,0,0,5,31,0,0,12,0,4 +burksel01,1993,1,CHA,AL,146,499,75,137,24,4,17,74,6,9,60,97,2,4,3,8,11 +burnije01,1993,1,NYN,NL,86,263,49,64,10,6,13,38,3,6,38,66,4,1,2,2,2 +burnsto02,1993,1,TEX,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +burnsto02,1993,2,SLN,NL,24,3,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +bushich01,1993,1,CIN,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bushra01,1993,1,MIN,AL,35,45,1,7,2,0,0,3,0,0,7,13,1,0,0,0,3 +butchmi01,1993,1,CAL,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +butlebr01,1993,1,LAN,NL,156,607,80,181,21,10,1,42,39,19,86,69,1,5,14,4,6 +butlero01,1993,1,TOR,AL,17,48,8,13,4,0,0,2,2,2,7,12,0,1,0,0,0 +byrdji01,1993,1,BOS,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cabrefr01,1993,1,ATL,NL,70,83,8,20,3,0,4,11,0,0,8,21,1,0,0,0,2 +cadargr01,1993,1,CIN,NL,34,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +cadargr01,1993,2,KCA,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +caldeiv01,1993,1,BOS,AL,73,213,25,47,8,2,1,19,4,2,21,28,1,1,2,2,10 +caldeiv01,1993,2,CHA,AL,9,26,1,3,2,0,0,3,0,0,0,5,0,0,0,0,2 +caminke01,1993,1,HOU,NL,143,543,75,142,31,0,13,75,8,5,49,88,10,0,1,3,15 +campbke01,1993,1,OAK,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +canatwi01,1993,1,TOR,AL,38,47,12,10,0,0,1,3,1,1,6,15,0,1,2,1,2 +candaca01,1993,1,HOU,NL,75,121,18,29,8,0,1,7,2,3,10,14,0,0,0,0,0 +candejo01,1993,1,PIT,NL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +candito01,1993,1,LAN,NL,33,60,1,8,2,0,0,2,0,0,1,13,0,0,9,0,2 +cansejo01,1993,1,TEX,AL,60,231,30,59,14,1,10,46,6,6,16,62,2,3,0,3,6 +canseoz01,1993,1,SLN,NL,6,17,0,3,0,0,0,0,0,0,1,3,0,0,0,0,0 +carabra01,1993,1,ATL,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +careypa01,1993,1,BAL,AL,18,47,1,10,1,0,0,3,0,0,5,14,0,0,0,0,4 +carpecr01,1993,1,FLO,NL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +carpecr01,1993,2,TEX,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +carrch02,1993,1,FLO,NL,142,551,75,147,19,2,4,41,58,22,49,74,0,2,7,4,6 +carrema01,1993,1,SFN,NL,78,150,22,49,9,1,7,33,1,0,13,16,2,1,0,5,8 +carrima01,1993,1,FLO,NL,24,55,4,14,6,0,0,3,0,0,1,7,0,1,1,0,5 +cartejo01,1993,1,TOR,AL,155,603,92,153,33,5,33,121,8,3,47,113,5,9,0,10,10 +carych01,1993,1,CHA,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +casiala01,1993,1,MIN,AL,54,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +castepe01,1993,1,COL,NL,34,71,12,13,2,0,3,7,1,1,8,16,0,0,0,0,1 +castifr01,1993,1,CHN,NL,29,43,1,7,0,0,0,3,0,0,1,3,0,0,8,0,2 +castito02,1993,1,TOR,AL,51,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +castivi02,1993,1,COL,NL,105,337,36,86,9,7,9,30,2,5,13,45,4,2,0,5,10 +cedenan01,1993,1,HOU,NL,149,505,69,143,24,4,11,56,9,7,48,97,9,3,4,5,17 +cedendo01,1993,1,TOR,AL,15,46,5,8,0,0,0,7,1,0,1,10,0,0,2,1,2 +chambwe01,1993,1,PHI,NL,96,284,34,80,20,2,12,45,2,1,17,51,3,1,0,4,8 +charlno01,1993,1,SEA,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chrismi02,1993,1,CLE,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cianfar01,1993,1,MON,NL,12,17,3,4,1,0,1,1,0,0,0,5,0,0,0,0,0 +cianfar01,1993,2,SDN,NL,84,279,27,68,10,2,11,47,2,0,17,64,1,3,2,5,9 +clarkda05,1993,1,PIT,NL,110,277,43,75,11,2,11,46,1,0,38,58,5,1,0,2,10 +clarkje01,1993,1,COL,NL,140,478,65,135,26,6,13,67,9,6,20,60,2,10,3,1,12 +clarkma01,1993,1,CLE,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clarkph02,1993,1,SDN,NL,102,240,33,75,17,0,9,33,2,0,8,31,2,5,1,2,2 +clarkwi02,1993,1,SFN,NL,132,491,82,139,27,2,14,73,2,2,63,68,6,6,1,6,10 +claytro01,1993,1,SFN,NL,153,549,54,155,21,5,6,70,11,10,38,91,2,5,8,7,16 +clemero02,1993,1,BOS,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +colbecr01,1993,1,SFN,NL,23,37,2,6,2,0,1,5,0,0,3,13,1,0,0,0,0 +colbrgr01,1993,1,MON,NL,70,153,15,39,9,0,4,23,4,2,6,33,1,1,1,3,1 +coleal01,1993,1,COL,NL,126,348,50,89,9,4,0,24,30,13,43,58,3,2,4,2,6 +colemvi01,1993,1,NYN,NL,92,373,64,104,14,8,2,25,38,13,21,58,1,0,3,2,2 +colesda01,1993,1,TOR,AL,64,194,26,49,9,1,4,26,1,1,16,29,1,4,1,2,3 +coneda01,1993,1,KCA,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +coninje01,1993,1,FLO,NL,162,595,75,174,24,3,12,79,2,2,52,135,2,5,0,6,14 +conveji01,1993,1,SEA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cookan01,1993,1,NYA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cookde01,1993,1,CLE,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cookest01,1993,1,PIT,NL,32,71,4,11,2,0,0,5,0,0,0,17,0,1,6,1,4 +cookmi01,1993,1,BAL,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +coopesc01,1993,1,BOS,AL,156,526,67,147,29,3,9,63,5,2,58,81,15,5,4,3,8 +corajo01,1993,1,CHA,AL,153,579,95,155,15,13,2,51,20,8,67,63,0,9,19,4,14 +cordewi01,1993,1,MON,NL,138,475,56,118,32,2,10,58,12,3,34,60,8,7,4,1,12 +cormirh01,1993,1,SLN,NL,38,47,5,11,2,0,0,4,0,0,0,11,0,0,6,0,1 +correro01,1993,1,CAL,AL,64,128,12,34,5,0,0,9,2,4,6,20,0,4,5,0,1 +corsiji01,1993,1,FLO,NL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +costoti01,1993,1,CIN,NL,31,98,13,22,5,0,3,12,0,0,4,17,0,0,0,2,1 +cottohe01,1993,1,SEA,AL,54,105,10,20,1,0,2,7,5,4,2,22,0,1,1,0,0 +cottohe01,1993,2,FLO,NL,54,135,15,40,7,0,3,14,11,1,3,18,0,1,1,2,3 +coxda01,1993,1,TOR,AL,44,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +crimch01,1993,1,CAL,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +crometr01,1993,1,SLN,NL,10,23,1,2,0,0,0,0,0,0,1,6,0,0,0,0,0 +cummijo01,1993,1,SEA,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cummimi01,1993,1,PIT,NL,13,36,5,4,1,0,0,3,0,0,4,9,0,0,0,1,1 +curtich01,1993,1,CAL,AL,152,583,94,166,25,3,6,59,48,24,70,89,2,4,7,7,16 +cuylemi01,1993,1,DET,AL,82,249,46,53,11,7,0,19,13,2,19,53,0,3,4,1,2 +daalom01,1993,1,LAN,NL,47,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +darliro01,1993,1,OAK,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +darwida01,1993,1,BOS,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dascedo01,1993,1,TEX,AL,76,146,20,29,5,1,2,10,2,0,8,22,0,0,3,1,1 +daughja01,1993,1,HOU,NL,4,3,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +daughja01,1993,2,CIN,NL,46,59,7,13,2,0,2,9,0,0,11,15,0,0,0,1,0 +daultda01,1993,1,PHI,NL,147,510,90,131,35,4,24,105,5,0,117,111,12,2,0,8,2 +davisbu02,1993,1,TEX,AL,62,159,24,39,10,4,3,20,3,1,5,28,1,1,5,0,0 +davisch01,1993,1,CAL,AL,153,573,74,139,32,0,27,112,4,1,71,135,12,1,0,0,18 +daviser01,1993,1,LAN,NL,108,376,57,88,17,0,14,53,33,5,41,88,6,1,0,4,8 +daviser01,1993,2,DET,AL,23,75,14,19,1,1,6,15,2,2,14,18,1,0,0,0,4 +davisgl01,1993,1,BAL,AL,30,113,8,20,3,0,1,9,0,1,7,29,0,1,1,1,2 +davisma01,1993,1,PHI,NL,25,3,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +davisma01,1993,2,SDN,NL,35,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +davisst02,1993,1,OAK,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +davisst02,1993,2,DET,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dawsoan01,1993,1,BOS,AL,121,461,44,126,29,1,13,67,2,1,17,49,4,13,0,7,18 +dayleke01,1993,1,TOR,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +deckest01,1993,1,FLO,NL,8,15,0,0,0,0,0,1,0,0,3,3,0,0,0,1,2 +deerro01,1993,1,DET,AL,90,323,48,70,11,0,14,39,3,2,38,120,1,3,0,3,4 +deerro01,1993,2,BOS,AL,38,143,18,28,6,1,7,16,2,0,20,49,0,2,0,0,2 +deleojo01,1993,1,PHI,NL,24,6,0,0,0,0,0,0,0,0,0,5,0,0,1,0,1 +deleojo01,1993,2,CHA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +delgaca01,1993,1,TOR,AL,2,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +delucri01,1993,1,SEA,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +densodr01,1993,1,CHA,AL,4,5,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +deshaji01,1993,1,MIN,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +deshaji01,1993,2,SFN,NL,5,5,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +deshide01,1993,1,MON,NL,123,481,75,142,17,7,2,29,43,10,72,64,3,3,4,2,6 +desiljo01,1993,1,DET,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +desiljo01,1993,2,LAN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +destror01,1993,1,FLO,NL,153,569,61,145,20,3,20,87,0,2,58,130,8,3,1,6,17 +devermi01,1993,1,BAL,AL,131,527,72,132,31,3,14,75,3,3,43,99,0,1,2,4,13 +deweyma01,1993,1,PIT,NL,21,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +diazal01,1993,1,ML4,AL,32,69,9,22,2,0,0,1,5,3,0,12,0,0,3,0,3 +diazma01,1993,1,TEX,AL,71,205,24,56,10,1,2,24,1,0,8,13,0,1,7,5,6 +dibblro01,1993,1,CIN,NL,45,1,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0 +dipinfr01,1993,1,KCA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dipotje01,1993,1,CLE,AL,46,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +disarga01,1993,1,CAL,AL,126,416,44,99,20,1,3,45,5,7,15,38,0,6,5,3,13 +dixonst01,1993,1,SLN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +doherjo02,1993,1,DET,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +donnech01,1993,1,HOU,NL,88,179,18,46,14,2,2,24,2,0,19,33,0,0,0,1,6 +dopsojo01,1993,1,BOS,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +doranbi02,1993,1,ML4,AL,28,60,7,13,4,0,0,6,1,0,6,3,1,0,0,1,3 +dorsebr01,1993,1,CIN,NL,25,63,7,16,4,0,2,12,0,0,3,14,0,0,0,0,1 +downske01,1993,1,OAK,AL,42,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +drabedo01,1993,1,HOU,NL,34,71,2,6,2,0,1,3,0,0,2,22,0,0,9,0,3 +drahmbr01,1993,1,CHA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +drapemi01,1993,1,NYN,NL,29,3,1,2,0,0,0,0,0,0,0,1,0,0,0,0,0 +dreyest01,1993,1,TEX,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +duceyro01,1993,1,TEX,AL,27,85,15,24,6,3,2,9,2,3,10,17,2,0,2,2,1 +duncama01,1993,1,PHI,NL,124,496,68,140,26,4,11,73,6,5,12,88,0,4,4,2,13 +dunstsh01,1993,1,CHN,NL,7,10,3,4,2,0,0,2,0,0,0,1,0,0,0,0,0 +dykstle01,1993,1,PHI,NL,161,637,143,194,44,6,19,66,37,12,129,64,9,2,0,5,8 +easleda01,1993,1,CAL,AL,73,230,33,72,13,2,2,22,6,6,28,35,2,3,1,2,5 +eckerde01,1993,1,OAK,AL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +edensto01,1993,1,HOU,NL,38,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +edmonji01,1993,1,CAL,AL,18,61,5,15,4,1,0,4,0,2,2,16,1,0,0,0,1 +eichhma01,1993,1,TOR,AL,54,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +eilanda01,1993,1,SDN,NL,10,12,1,1,0,0,0,0,0,0,0,4,0,0,3,0,0 +eisenji01,1993,1,PHI,NL,153,362,51,115,17,4,7,54,5,0,26,36,5,1,3,2,6 +eldreca01,1993,1,ML4,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ericksc01,1993,1,MIN,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +espinal01,1993,1,CLE,AL,129,263,34,73,15,0,4,27,2,2,8,36,0,1,8,3,7 +espyce01,1993,1,CIN,NL,40,60,6,14,2,0,0,5,2,2,14,13,0,0,0,2,2 +ettlema01,1993,1,SDN,NL,14,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +evereca01,1993,1,FLO,NL,11,19,0,2,0,0,0,0,1,0,1,9,0,0,0,0,0 +fajarhe01,1993,1,TEX,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +faneyri01,1993,1,SFN,NL,7,15,2,2,0,0,0,0,0,0,2,4,0,0,0,0,0 +fariepa01,1993,1,SFN,NL,15,36,6,8,2,1,0,4,2,0,1,4,0,0,1,1,1 +farismo01,1993,1,FLO,NL,18,29,3,5,2,1,0,2,0,0,5,13,0,0,0,0,2 +farrejo03,1993,1,CAL,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +farrst01,1993,1,NYA,AL,49,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fasseje01,1993,1,MON,NL,56,32,3,2,1,0,0,0,0,0,1,23,0,0,5,0,0 +feldemi01,1993,1,SEA,AL,109,342,31,72,7,5,1,20,15,9,22,34,2,2,7,1,2 +felixju01,1993,1,FLO,NL,57,214,25,51,11,1,7,22,2,1,10,50,1,1,0,0,6 +fermife01,1993,1,CLE,AL,140,480,48,126,16,2,2,45,4,5,24,14,1,4,5,1,12 +fernaal01,1993,1,CHA,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fernasi01,1993,1,NYN,NL,18,32,2,3,0,0,0,2,0,0,2,13,0,0,8,0,2 +fernato01,1993,1,NYN,NL,48,173,20,39,5,2,1,14,6,2,25,19,0,1,3,2,3 +fernato01,1993,2,TOR,AL,94,353,45,108,18,9,4,50,15,8,31,26,3,0,5,1,13 +fettemi01,1993,1,ML4,AL,45,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fieldce01,1993,1,DET,AL,154,573,80,153,23,0,30,117,0,1,90,125,15,4,0,5,22 +finlech01,1993,1,CAL,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +finlest01,1993,1,HOU,NL,142,545,69,145,15,13,8,44,19,6,28,65,1,3,6,3,8 +fiskca01,1993,1,CHA,AL,25,53,2,10,0,0,1,4,0,1,2,11,0,1,1,1,0 +flahejo01,1993,1,BOS,AL,13,25,3,3,2,0,0,2,0,0,2,6,0,1,1,0,0 +flemida01,1993,1,SEA,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +flenehu01,1993,1,TOR,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fletcda01,1993,1,MON,NL,133,396,33,101,20,1,9,60,0,0,34,40,2,6,5,4,7 +fletcpa01,1993,1,PHI,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fletcsc01,1993,1,BOS,AL,121,480,81,137,31,5,5,45,16,3,37,35,1,5,6,3,12 +floydcl01,1993,1,MON,NL,10,31,3,7,0,0,1,2,0,0,0,9,0,0,0,0,0 +foleyto02,1993,1,PIT,NL,86,194,18,49,11,1,3,22,0,0,11,26,1,0,2,4,4 +fossato01,1993,1,BOS,AL,71,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fosteke01,1993,1,PHI,NL,2,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fostest01,1993,1,CIN,NL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +foxer01,1993,1,OAK,AL,29,56,5,8,1,0,1,5,0,2,2,7,0,0,3,0,0 +francjo01,1993,1,NYN,NL,35,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +francju01,1993,1,TEX,AL,144,532,85,154,31,3,14,84,9,3,62,95,4,1,5,7,16 +frazilo01,1993,1,MON,NL,112,189,27,54,7,1,1,16,17,2,16,24,0,0,5,1,3 +fredrsc01,1993,1,COL,NL,25,3,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +freemma02,1993,1,ATL,NL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0 +freyst01,1993,1,CAL,AL,55,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +frohwto01,1993,1,BAL,AL,70,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +frymatr01,1993,1,DET,AL,151,607,98,182,37,5,22,97,9,4,77,128,1,4,1,6,8 +gaettga01,1993,1,CAL,AL,20,50,3,9,2,0,0,4,1,0,5,12,0,0,0,1,3 +gaettga01,1993,2,KCA,AL,82,281,37,72,18,1,14,46,0,3,16,75,0,8,2,6,2 +gagnegr01,1993,1,KCA,AL,159,540,66,151,32,3,10,57,10,12,33,93,1,0,4,4,7 +gaineja01,1993,1,COL,NL,23,41,4,7,0,0,3,6,1,1,4,12,0,0,0,0,0 +galaran01,1993,1,COL,NL,120,470,71,174,35,4,22,98,2,4,24,73,12,6,0,6,9 +gallada01,1993,1,NYN,NL,99,201,34,55,12,2,6,28,1,1,20,18,1,0,7,1,7 +gallemi01,1993,1,NYA,AL,119,403,63,114,20,1,10,54,3,2,50,65,0,4,3,5,16 +gantro01,1993,1,ATL,NL,157,606,113,166,27,4,36,117,26,9,67,117,2,2,0,7,14 +garceri01,1993,1,MIN,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +garcica01,1993,1,PIT,NL,141,546,77,147,25,5,12,47,18,11,31,67,2,9,6,5,9 +gardimi01,1993,1,MON,NL,24,4,0,0,0,0,0,0,0,0,1,3,0,0,0,0,0 +gardimi01,1993,2,DET,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gardnje01,1993,1,SDN,NL,140,404,53,106,21,7,1,24,2,6,45,69,0,1,1,1,3 +gardnma01,1993,1,KCA,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gatesbr01,1993,1,OAK,AL,139,535,64,155,29,2,7,69,7,3,56,75,4,4,6,8,17 +gerenbo01,1993,1,SDN,NL,58,145,8,31,6,0,3,6,0,0,13,28,4,0,4,0,4 +gibsoki01,1993,1,DET,AL,116,403,62,105,18,6,13,62,15,6,44,87,4,4,0,3,2 +gibsopa01,1993,1,NYN,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gibsopa01,1993,2,NYA,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gilbe01,1993,1,TEX,AL,22,57,3,7,0,0,0,2,1,2,5,22,0,0,4,0,0 +gilkebe01,1993,1,SLN,NL,137,557,99,170,40,5,16,70,15,10,56,66,2,4,0,5,16 +girarjo01,1993,1,COL,NL,86,310,35,90,14,5,3,31,6,6,24,41,0,3,12,1,6 +gladdda01,1993,1,DET,AL,91,356,52,95,16,2,13,56,8,5,21,50,0,3,4,2,14 +glavito02,1993,1,ATL,NL,36,81,3,14,1,0,0,3,0,0,4,27,0,0,11,0,1 +goffje01,1993,1,PIT,NL,14,37,5,11,2,0,2,6,0,0,8,9,1,0,1,0,0 +gohrgr01,1993,1,DET,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gomezch02,1993,1,DET,AL,46,128,11,32,7,1,0,11,2,2,9,17,0,1,3,0,2 +gomezle02,1993,1,BAL,AL,71,244,30,48,7,0,10,25,0,1,32,60,1,3,3,2,2 +gomezpa01,1993,1,SDN,NL,28,5,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +gonzaju03,1993,1,TEX,AL,140,536,105,166,33,1,46,118,4,1,37,99,7,13,0,1,12 +gonzala01,1993,1,CAL,AL,2,2,0,1,0,0,0,1,0,0,1,0,0,0,0,0,0 +gonzalu01,1993,1,HOU,NL,154,540,82,162,34,3,15,72,20,9,47,83,7,10,3,10,9 +gonzare01,1993,1,CAL,AL,118,335,34,84,17,0,2,31,5,5,49,45,2,1,2,2,12 +goodedw01,1993,1,NYN,NL,30,70,5,14,2,2,2,9,0,0,0,11,0,0,6,0,1 +goodwto01,1993,1,LAN,NL,30,17,6,5,1,0,0,1,1,2,1,4,0,0,0,0,1 +gordoke01,1993,1,CIN,NL,3,6,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +gordoto01,1993,1,KCA,AL,48,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gossari01,1993,1,OAK,AL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gottji01,1993,1,LAN,NL,62,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +gozzoma01,1993,1,NYN,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gracema01,1993,1,CHN,NL,155,594,86,193,39,4,14,98,8,4,71,32,14,1,1,9,25 +grahejo01,1993,1,CAL,AL,45,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grangje01,1993,1,KCA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grantma01,1993,1,HOU,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grantma01,1993,2,COL,NL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gratema01,1993,1,DET,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grebecr01,1993,1,CHA,AL,72,190,25,43,5,0,1,12,1,2,26,26,0,0,7,0,9 +greenmi01,1993,1,BOS,AL,146,540,77,170,38,6,13,72,5,4,54,46,12,4,2,3,17 +greensh01,1993,1,TOR,AL,3,6,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +greento01,1993,1,PHI,NL,32,72,9,16,2,0,2,10,0,0,5,20,0,0,6,1,1 +greenty01,1993,1,PHI,NL,3,2,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +greenwi01,1993,1,CIN,NL,15,50,7,8,1,1,2,5,0,0,2,19,0,0,0,1,1 +greerke01,1993,1,NYN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +greggto01,1993,1,CIN,NL,10,12,1,2,0,0,0,1,0,0,0,0,0,0,0,1,0 +griffal01,1993,1,TOR,AL,46,95,15,20,3,0,0,3,0,0,3,13,0,0,4,0,3 +griffke02,1993,1,SEA,AL,156,582,113,180,38,3,45,109,17,9,96,91,25,6,0,7,14 +grimsja01,1993,1,CLE,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grissma02,1993,1,MON,NL,157,630,104,188,27,2,19,95,53,10,52,76,6,3,0,8,9 +groombu01,1993,1,DET,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grosske01,1993,1,LAN,NL,33,64,6,13,2,0,1,7,0,0,5,32,0,1,8,0,1 +grosski01,1993,1,LAN,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grubeke01,1993,1,CAL,AL,18,65,10,18,3,0,3,9,0,0,2,11,0,1,2,0,2 +guarded01,1993,1,MIN,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gubicma01,1993,1,KCA,AL,49,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guettle01,1993,1,SLN,NL,40,2,0,1,1,0,0,1,0,0,0,0,0,0,0,0,0 +guilloz01,1993,1,CHA,AL,134,457,44,128,23,4,4,50,5,4,10,41,0,0,13,6,6 +gullibi01,1993,1,DET,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guthrma01,1993,1,MIN,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gutieri01,1993,1,SDN,NL,133,438,76,110,10,5,5,26,4,3,50,97,2,5,1,1,7 +guzmajo01,1993,1,CHN,NL,30,63,1,7,0,0,0,2,0,0,1,15,0,0,9,0,1 +guzmaju01,1993,1,TOR,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gwynnch01,1993,1,KCA,AL,103,287,36,86,14,4,1,25,0,1,24,34,5,1,2,2,7 +gwynnto01,1993,1,SDN,NL,122,489,70,175,41,3,7,59,14,1,36,19,11,1,1,7,18 +haasda01,1993,1,DET,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +habyajo01,1993,1,NYA,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +habyajo01,1993,2,KCA,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +halech01,1993,1,MIN,AL,69,186,25,62,6,1,3,27,2,1,18,17,0,6,2,1,3 +hamelbo01,1993,1,KCA,AL,16,49,2,11,3,0,2,5,0,0,6,15,0,0,0,0,2 +hamilda02,1993,1,ML4,AL,135,520,74,161,21,1,9,48,21,13,45,62,5,3,4,1,9 +hammoch01,1993,1,FLO,NL,33,63,10,12,0,1,2,4,0,0,9,26,0,0,5,0,0 +hammoje01,1993,1,BAL,AL,33,105,10,32,8,0,3,19,4,0,2,16,1,0,1,2,3 +hamptmi01,1993,1,SEA,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +haneych01,1993,1,KCA,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hanseda01,1993,1,LAN,NL,84,105,13,38,3,0,4,30,0,1,21,13,3,0,0,1,0 +hansoer01,1993,1,SEA,AL,33,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +harkemi01,1993,1,CHN,NL,28,54,0,5,1,0,0,0,0,0,1,18,0,0,5,0,0 +harnipe01,1993,1,HOU,NL,33,67,6,7,2,0,0,2,0,0,2,19,0,1,10,0,3 +harpebr01,1993,1,MIN,AL,147,530,52,161,26,1,12,73,1,3,29,29,9,9,0,5,15 +harrido01,1993,1,TEX,AL,40,76,10,15,2,0,1,8,0,1,5,18,0,1,3,1,0 +harrige01,1993,1,SDN,NL,59,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +harrigr01,1993,1,BOS,AL,80,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +harrigr02,1993,1,SDN,NL,22,53,2,9,3,0,0,3,0,0,4,16,0,0,4,1,0 +harrigr02,1993,2,COL,NL,13,20,0,1,0,0,0,1,0,0,1,9,0,0,1,1,0 +harrile01,1993,1,LAN,NL,107,160,20,38,6,1,2,11,3,1,15,15,4,0,1,0,4 +hartlmi01,1993,1,MIN,AL,53,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +harvebr01,1993,1,FLO,NL,59,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +haselbi01,1993,1,SEA,AL,58,137,21,35,8,0,5,16,2,1,12,19,0,1,2,2,5 +hatchbi01,1993,1,BOS,AL,136,508,71,146,24,3,9,57,14,7,28,46,4,11,11,4,14 +hathahi01,1993,1,CAL,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hayesch01,1993,1,COL,NL,157,573,89,175,45,2,25,98,11,6,43,82,6,5,1,8,25 +heatone01,1993,1,NYA,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +helfaer01,1993,1,OAK,AL,8,13,1,3,0,0,0,1,0,0,0,1,0,0,0,0,0 +hemonsc01,1993,1,OAK,AL,91,215,31,55,16,0,6,26,14,5,32,55,0,1,6,1,2 +hendeda01,1993,1,OAK,AL,107,382,37,84,19,0,20,53,0,3,32,113,0,0,0,8,1 +henderi01,1993,1,OAK,AL,90,318,77,104,19,1,17,47,31,6,85,46,6,2,0,2,8 +henderi01,1993,2,TOR,AL,44,163,37,35,3,1,4,12,22,2,35,19,1,2,1,2,1 +henketo01,1993,1,TEX,AL,66,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hennemi01,1993,1,DET,AL,63,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +henrybu01,1993,1,COL,NL,20,22,1,2,0,0,0,2,0,0,1,3,0,0,2,1,0 +henrybu01,1993,2,MON,NL,10,2,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +henrydo01,1993,1,ML4,AL,54,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +henrydw01,1993,1,CIN,NL,3,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +henrydw01,1993,2,SEA,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hentgpa01,1993,1,TOR,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +heredgi01,1993,1,MON,NL,20,13,1,2,1,0,0,0,0,0,0,3,0,0,4,0,0 +hernaca01,1993,1,LAN,NL,50,99,6,25,5,0,2,7,0,0,2,11,0,0,1,0,0 +hernace01,1993,1,CIN,NL,27,24,3,2,0,0,0,1,1,2,1,8,0,0,1,0,0 +hernaje02,1993,1,SDN,NL,21,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +hernaje02,1993,2,CLE,AL,49,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hernaro01,1993,1,CHA,AL,70,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hernaxa01,1993,1,HOU,NL,72,5,0,0,0,0,0,0,0,0,0,2,0,0,2,0,0 +hershor01,1993,1,LAN,NL,34,73,11,26,4,0,0,6,0,1,2,5,0,0,8,0,1 +heskejo01,1993,1,BOS,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hiattph01,1993,1,KCA,AL,81,238,30,52,12,1,7,36,6,3,16,82,0,7,0,2,8 +hibbagr01,1993,1,CHN,NL,32,65,4,6,1,0,0,3,0,0,2,17,0,0,3,0,1 +hickebr01,1993,1,SFN,NL,47,28,1,4,0,0,0,4,0,0,1,13,0,0,4,0,0 +higgike01,1993,1,SDN,NL,71,181,17,40,4,1,0,13,0,1,16,17,0,3,1,1,7 +higuete01,1993,1,ML4,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hillesh01,1993,1,OAK,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hillgl01,1993,1,CLE,AL,66,174,19,39,7,2,5,25,7,3,11,50,1,1,1,4,3 +hillgl01,1993,2,CHN,NL,31,87,14,30,7,0,10,22,1,0,6,21,0,0,0,0,1 +hillke01,1993,1,MON,NL,29,52,4,6,2,0,0,3,0,0,4,15,0,0,14,0,0 +hillmer01,1993,1,NYN,NL,27,44,2,7,1,0,0,0,0,0,0,14,0,1,6,0,0 +hillmi01,1993,1,CIN,NL,19,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +hitchst01,1993,1,NYA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hockide01,1993,1,MIN,AL,15,36,7,5,1,0,0,0,1,0,6,8,0,0,0,0,1 +hoffmtr01,1993,1,FLO,NL,28,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hoffmtr01,1993,2,SDN,NL,39,5,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +hoilech01,1993,1,BAL,AL,126,419,80,130,28,0,29,82,1,1,69,94,4,9,3,3,10 +hollida01,1993,1,PHI,NL,143,543,104,148,30,4,18,93,2,3,85,109,5,5,0,7,15 +holmabr02,1993,1,SEA,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +holmeda01,1993,1,COL,NL,62,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +holzema01,1993,1,CAL,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +honeyri01,1993,1,OAK,AL,52,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hopejo01,1993,1,PIT,NL,7,13,0,1,0,0,0,0,0,0,0,7,0,0,0,0,0 +hornsa01,1993,1,CLE,AL,12,33,8,15,1,0,4,8,0,0,1,5,0,1,0,1,1 +horsmvi01,1993,1,OAK,AL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hoseyst01,1993,1,SFN,NL,3,2,0,1,1,0,0,1,0,0,1,1,0,0,0,0,0 +houghch01,1993,1,FLO,NL,34,63,1,2,0,0,0,1,0,0,2,20,0,1,4,0,4 +housiwa01,1993,1,NYN,NL,18,16,2,3,1,0,0,1,0,0,1,1,0,0,0,0,0 +howarch01,1993,1,SEA,AL,4,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +howarch02,1993,1,CHA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +howarda02,1993,1,KCA,AL,15,24,5,8,0,1,0,2,1,0,2,5,0,0,2,1,0 +howarth01,1993,1,CLE,AL,74,178,26,42,7,0,3,23,5,1,12,42,0,0,0,4,5 +howarth01,1993,2,CIN,NL,38,141,22,39,8,3,4,13,5,6,12,21,0,0,0,1,4 +howelja01,1993,1,ATL,NL,54,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +howest01,1993,1,NYA,AL,51,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +howitda01,1993,1,SEA,AL,32,76,6,16,3,1,2,8,0,0,4,18,0,0,0,0,0 +hrbekke01,1993,1,MIN,AL,123,392,60,95,11,1,25,83,4,2,71,57,6,1,3,4,12 +huffmi01,1993,1,CHA,AL,43,44,4,8,2,0,1,6,1,0,9,15,0,1,1,2,0 +hugheke01,1993,1,CIN,NL,3,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +huletti01,1993,1,BAL,AL,85,260,40,78,15,0,2,23,1,2,23,56,1,3,1,2,5 +hulseda01,1993,1,TEX,AL,114,407,71,118,9,10,1,29,29,9,26,57,1,1,5,2,9 +humphmi01,1993,1,NYA,AL,25,35,6,6,2,1,1,6,2,1,4,11,0,0,0,1,0 +hundlto01,1993,1,NYN,NL,130,417,40,95,17,2,11,53,1,1,23,62,7,2,2,4,10 +huntebr01,1993,1,ATL,NL,37,80,4,11,3,1,0,8,0,0,2,15,1,0,0,3,1 +hurstbr01,1993,1,SDN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +hurstbr01,1993,2,COL,NL,3,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +huskebu01,1993,1,NYN,NL,13,41,2,6,1,0,0,3,0,0,1,13,1,0,0,2,0 +husonje01,1993,1,TEX,AL,23,45,3,6,1,1,0,2,0,0,0,10,0,0,1,0,0 +huttoma01,1993,1,NYA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ignasmi01,1993,1,ML4,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +incavpe01,1993,1,PHI,NL,116,368,60,101,16,3,24,89,1,1,21,82,1,6,0,7,9 +innisje01,1993,1,NYN,NL,67,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0 +jacksbo01,1993,1,CHA,AL,85,284,32,66,9,0,16,45,0,2,23,106,1,0,0,1,5 +jacksda02,1993,1,PHI,NL,32,65,3,5,2,0,0,2,0,0,3,37,0,1,12,0,0 +jacksda03,1993,1,TOR,AL,46,176,15,38,8,0,5,19,0,2,8,53,0,0,5,0,9 +jacksda03,1993,2,NYN,NL,31,87,4,17,1,0,1,7,0,0,2,22,0,0,1,1,0 +jacksmi02,1993,1,SFN,NL,81,3,1,2,2,0,0,1,0,0,0,1,0,0,0,0,0 +jahajo01,1993,1,ML4,AL,153,515,78,136,21,0,19,70,13,9,51,109,4,8,4,4,6 +jamesch02,1993,1,HOU,NL,65,129,19,33,10,1,6,19,2,0,15,34,2,1,1,2,2 +jamesch02,1993,2,TEX,AL,8,31,5,11,1,0,3,7,0,0,3,6,0,0,0,0,0 +jamesdi01,1993,1,NYA,AL,115,343,62,114,21,2,7,36,0,0,31,31,1,2,1,1,5 +javiest01,1993,1,CAL,AL,92,237,33,69,10,4,3,28,12,2,27,33,1,1,1,3,7 +jeando01,1993,1,NYA,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jeffegr01,1993,1,SLN,NL,142,544,89,186,24,3,16,83,46,9,62,32,7,2,0,4,15 +jeffere01,1993,1,CLE,AL,113,366,35,91,11,2,10,34,1,3,28,78,7,5,3,1,7 +jennido01,1993,1,CHN,NL,42,52,8,13,3,1,2,8,0,0,3,10,0,2,0,0,0 +jimenmi01,1993,1,OAK,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnsda04,1993,1,DET,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnser03,1993,1,SFN,NL,4,5,1,2,2,0,0,0,0,0,0,1,0,0,0,0,0 +johnsho01,1993,1,NYN,NL,72,235,32,56,8,2,7,26,6,4,43,43,3,0,0,2,3 +johnsje02,1993,1,NYA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnsjo06,1993,1,PIT,NL,33,6,1,2,1,0,0,0,0,0,0,2,0,0,1,0,0 +johnsjo07,1993,1,FLO,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnsla03,1993,1,CHA,AL,147,540,75,168,18,14,0,47,35,7,36,33,1,0,3,0,10 +johnsra05,1993,1,SEA,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jonesba01,1993,1,CHA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jonesbo03,1993,1,NYN,NL,9,20,0,1,0,0,0,0,0,0,0,7,0,0,2,0,0 +jonesch05,1993,1,COL,NL,86,209,29,57,11,4,6,31,9,4,10,48,1,0,5,1,6 +jonesch06,1993,1,ATL,NL,8,3,2,2,1,0,0,0,0,0,1,1,0,0,0,0,0 +jonesdo01,1993,1,HOU,NL,71,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jonesji02,1993,1,MON,NL,12,9,0,1,0,0,0,0,0,0,2,3,0,0,3,0,0 +jonesti02,1993,1,SLN,NL,29,61,13,16,6,0,0,1,2,2,9,8,0,1,2,0,0 +jonesto02,1993,1,HOU,NL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jordabr01,1993,1,SLN,NL,67,223,33,69,10,6,10,44,6,6,12,35,0,4,0,3,6 +jordari02,1993,1,PHI,NL,90,159,21,46,4,1,5,18,0,0,8,32,1,1,0,2,2 +jorgete01,1993,1,MIN,AL,59,152,15,34,7,0,1,12,1,0,10,21,0,0,0,1,7 +josefe01,1993,1,KCA,AL,149,499,64,126,24,3,6,43,31,13,36,95,5,1,1,2,5 +joynewa01,1993,1,KCA,AL,141,497,83,145,36,3,15,65,5,9,66,67,13,3,2,5,6 +judenje01,1993,1,HOU,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +justida01,1993,1,ATL,NL,157,585,90,158,15,4,40,120,3,5,78,90,12,3,0,4,9 +kaiseje01,1993,1,CIN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kaiseje01,1993,2,NYN,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kamiesc01,1993,1,NYA,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +karkoro01,1993,1,CHA,AL,128,403,60,92,17,1,20,54,2,2,29,126,1,6,11,4,12 +karroer01,1993,1,LAN,NL,158,619,74,153,27,2,23,80,0,1,34,82,1,2,0,3,17 +karsast01,1993,1,OAK,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kellypa03,1993,1,NYA,AL,127,406,49,111,24,1,7,51,14,11,24,68,0,5,10,6,9 +kellyro01,1993,1,CIN,NL,78,320,44,102,17,3,9,35,21,5,17,43,0,2,0,3,10 +kentje01,1993,1,NYN,NL,140,496,65,134,24,0,21,80,4,4,30,88,2,8,6,4,11 +kessike01,1993,1,CIN,NL,11,27,4,7,1,0,1,3,0,0,4,4,0,0,0,1,1 +keyji01,1993,1,NYA,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kiefema01,1993,1,ML4,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kielyjo01,1993,1,DET,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kileda01,1993,1,HOU,NL,32,53,5,5,1,0,1,1,0,0,3,20,0,0,8,0,0 +kilgupa01,1993,1,SLN,NL,22,5,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +kingje01,1993,1,PIT,NL,158,611,82,180,35,3,9,98,8,6,59,54,4,4,1,8,17 +kingke01,1993,1,SEA,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kirbywa01,1993,1,CLE,AL,131,458,71,123,19,5,6,60,17,5,37,58,2,3,7,6,8 +kleskry01,1993,1,ATL,NL,22,17,3,6,1,0,2,5,0,0,3,4,1,0,0,0,0 +klinkjo01,1993,1,FLO,NL,59,2,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +kmakjo01,1993,1,ML4,AL,51,110,9,24,5,0,0,7,6,2,14,13,0,2,1,0,2 +knoblch01,1993,1,MIN,AL,153,602,82,167,27,4,2,41,29,11,65,44,1,9,4,5,11 +knorrra01,1993,1,TOR,AL,39,101,11,25,3,2,4,20,0,0,9,29,0,0,2,0,2 +knudsku01,1993,1,DET,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +knudsma01,1993,1,COL,NL,4,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +koellbr01,1993,1,CIN,NL,7,15,2,1,0,0,0,0,0,0,0,2,0,1,0,0,0 +kosloke01,1993,1,KCA,AL,15,26,4,7,0,0,1,2,0,1,4,5,0,1,1,0,1 +krameto01,1993,1,CLE,AL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kreutch01,1993,1,DET,AL,119,374,59,107,23,3,15,51,2,1,49,92,4,3,2,3,5 +kruegbi01,1993,1,DET,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +krukjo01,1993,1,PHI,NL,150,535,100,169,33,5,14,85,6,2,111,87,10,0,0,5,11 +lakerti01,1993,1,MON,NL,43,86,3,17,2,1,0,7,2,0,2,16,0,1,3,1,2 +lakest01,1993,1,CHN,NL,44,120,11,27,6,0,5,13,0,0,4,19,3,0,2,0,8 +lampkto01,1993,1,ML4,AL,73,162,22,32,8,0,4,25,7,3,20,26,3,0,2,4,2 +lancale01,1993,1,SLN,NL,50,4,0,0,0,0,0,0,0,0,1,2,0,0,0,0,0 +landrbi01,1993,1,CIN,NL,18,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0 +landrce01,1993,1,NYN,NL,22,19,2,5,1,0,0,1,0,0,0,5,0,0,1,0,0 +langsma01,1993,1,CAL,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lankfra01,1993,1,SLN,NL,127,407,64,97,17,3,7,45,14,14,81,111,7,3,1,3,5 +lansimi01,1993,1,MON,NL,141,491,64,141,29,1,3,45,23,5,46,56,2,5,10,3,16 +larkiba01,1993,1,CIN,NL,100,384,57,121,20,3,8,51,14,1,51,33,6,1,1,3,13 +larkige01,1993,1,MIN,AL,56,144,17,38,7,1,1,19,0,1,21,16,3,2,2,4,5 +lavalmi01,1993,1,PIT,NL,1,5,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +lavalmi01,1993,2,CHA,AL,37,97,6,25,2,0,0,8,0,1,4,14,0,0,7,2,1 +layanti01,1993,1,SFN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +leachte01,1993,1,CHA,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +learyti01,1993,1,SEA,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leede01,1993,1,MIN,AL,15,33,3,5,1,0,0,4,0,0,1,4,0,0,0,0,0 +leema02,1993,1,TEX,AL,73,205,31,45,3,1,1,12,2,4,22,39,3,2,9,1,2 +leffecr01,1993,1,TEX,AL,52,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leftwph01,1993,1,CAL,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leibrch01,1993,1,TEX,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leiteal01,1993,1,TOR,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leitema01,1993,1,DET,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leiussc01,1993,1,MIN,AL,10,18,4,3,0,0,0,2,0,0,2,4,0,0,0,2,1 +lemkema01,1993,1,ATL,NL,151,493,52,124,19,2,7,49,1,2,65,50,13,0,5,6,21 +leonama01,1993,1,BAL,AL,10,15,1,1,1,0,0,3,0,0,3,7,0,0,0,3,0 +leskacu01,1993,1,COL,NL,18,13,0,2,1,0,0,1,0,0,1,6,0,0,1,0,0 +levisje01,1993,1,CLE,AL,31,63,7,11,2,0,0,4,0,0,2,10,0,0,1,1,0 +lewisda01,1993,1,SFN,NL,136,522,84,132,17,7,2,48,46,15,30,40,0,7,12,1,4 +lewisma01,1993,1,CLE,AL,14,52,6,13,2,0,1,5,3,0,0,7,0,0,1,0,1 +lewisri01,1993,1,FLO,NL,57,2,0,1,0,0,0,1,0,0,0,1,0,0,1,0,0 +lewissc01,1993,1,CAL,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leyriji01,1993,1,NYA,AL,95,259,43,80,14,0,14,53,0,0,37,59,3,8,0,1,12 +lillide01,1993,1,CLE,AL,56,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lindeji01,1993,1,HOU,NL,9,23,2,8,3,0,0,0,0,0,0,7,0,0,0,0,0 +lindjo01,1993,1,KCA,AL,136,431,33,107,13,2,0,37,3,2,13,36,0,2,13,5,7 +lindsdo01,1993,1,PHI,NL,2,2,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +lindsdo01,1993,2,CHA,AL,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lintodo01,1993,1,TOR,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lintodo01,1993,2,CAL,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +liriane01,1993,1,COL,NL,48,151,28,46,6,3,2,15,6,4,18,22,2,0,5,1,6 +listapa01,1993,1,ML4,AL,98,356,50,87,15,1,3,30,18,9,37,70,0,3,5,2,7 +littogr01,1993,1,SEA,AL,72,174,25,52,17,0,3,25,0,1,18,30,2,1,5,1,6 +livinsc01,1993,1,DET,AL,98,304,39,89,10,2,2,39,1,3,19,32,1,0,1,6,4 +lloydgr01,1993,1,ML4,AL,55,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +loftoke01,1993,1,CLE,AL,148,569,116,185,28,8,1,42,70,14,81,83,6,1,2,4,8 +longmto01,1993,1,PHI,NL,11,13,1,3,0,0,0,1,0,0,0,1,0,0,0,0,0 +loonebr01,1993,1,MON,NL,3,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +lopezal02,1993,1,CLE,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lopezja01,1993,1,ATL,NL,8,16,1,6,1,1,1,2,0,0,0,2,0,1,0,0,0 +lopezlu02,1993,1,SDN,NL,17,43,1,5,1,0,0,1,0,0,0,8,0,0,0,1,0 +lovulto01,1993,1,CAL,AL,116,367,42,92,20,0,6,30,7,6,36,49,1,1,3,2,8 +luebbla01,1993,1,CIN,NL,14,24,1,6,1,0,0,0,0,0,0,8,0,1,1,0,0 +lydenmi01,1993,1,FLO,NL,6,10,2,3,0,0,1,1,0,0,0,3,0,0,0,0,0 +lydysc01,1993,1,OAK,AL,41,102,11,23,5,0,2,7,2,0,8,39,0,1,0,0,1 +lyonsst01,1993,1,BOS,AL,28,23,4,3,1,0,0,0,1,2,2,5,0,0,0,0,0 +maaske01,1993,1,NYA,AL,59,151,20,31,4,0,9,25,1,1,24,32,2,1,0,1,2 +macdobo01,1993,1,DET,AL,68,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +macfami01,1993,1,KCA,AL,117,388,55,106,27,0,20,67,2,5,40,83,2,16,1,6,8 +macksh01,1993,1,MIN,AL,128,503,66,139,30,4,10,61,15,5,41,76,1,4,3,2,13 +maclilo01,1993,1,SLN,NL,12,13,2,1,0,0,0,1,1,0,0,5,0,0,0,1,0 +maddugr01,1993,1,ATL,NL,36,91,5,15,1,0,0,4,0,0,1,32,0,0,10,0,0 +maddumi01,1993,1,NYN,NL,58,3,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +magadda01,1993,1,FLO,NL,66,227,22,65,12,0,4,29,0,1,44,30,4,1,0,3,3 +magadda01,1993,2,SEA,AL,71,228,27,59,11,0,1,21,2,0,36,33,3,0,2,3,9 +magnami01,1993,1,KCA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +magrajo01,1993,1,SLN,NL,22,35,2,4,1,0,0,1,0,0,1,20,0,0,4,0,0 +magrajo01,1993,2,CAL,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mahompa01,1993,1,MIN,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +maksumi01,1993,1,MIN,AL,5,12,2,2,1,0,0,2,0,0,4,2,0,0,0,1,2 +maldoca01,1993,1,CHN,NL,70,140,8,26,5,0,3,15,0,0,13,40,0,1,0,0,3 +maldoca01,1993,2,CLE,AL,28,81,11,20,2,0,5,20,0,1,11,18,2,0,1,1,2 +maldoca02,1993,1,ML4,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mantoje01,1993,1,PHI,NL,8,18,0,1,0,0,0,0,0,0,0,3,0,1,0,0,0 +manwaki01,1993,1,SFN,NL,130,432,48,119,15,1,5,49,1,3,41,76,13,6,5,2,14 +manzajo01,1993,1,ML4,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +manzajo01,1993,2,NYN,NL,6,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +marreor01,1993,1,MON,NL,32,81,10,17,5,1,1,4,1,3,14,16,0,0,0,0,0 +martial03,1993,1,PIT,NL,143,480,85,135,26,8,18,64,16,9,42,122,5,1,2,3,5 +martica02,1993,1,CLE,AL,80,262,26,64,10,0,5,31,1,1,20,29,3,0,0,3,5 +martich01,1993,1,BAL,AL,8,15,0,0,0,0,0,0,0,0,4,4,2,0,0,0,0 +martida01,1993,1,SFN,NL,91,241,28,58,12,1,5,27,6,3,27,39,3,0,0,0,5 +martide01,1993,1,MON,NL,36,69,1,11,2,0,0,4,0,0,2,17,0,0,9,2,1 +martido02,1993,1,TOR,AL,8,14,2,4,0,0,1,3,0,0,1,7,0,0,0,0,0 +martied01,1993,1,SEA,AL,42,135,20,32,7,0,4,13,0,0,28,19,1,0,1,1,4 +martino01,1993,1,CHA,AL,8,14,3,5,0,0,0,2,0,0,1,1,0,0,0,0,0 +martipe02,1993,1,LAN,NL,66,4,0,0,0,0,0,0,0,0,0,3,0,0,2,0,0 +martipe03,1993,1,SDN,NL,32,4,0,0,0,0,0,1,0,0,0,2,0,0,2,0,0 +martira02,1993,1,LAN,NL,32,70,2,9,1,0,0,2,0,0,0,23,0,0,7,1,1 +martiti02,1993,1,SEA,AL,109,408,49,108,25,1,17,60,0,3,45,56,9,5,3,3,7 +masonro01,1993,1,SDN,NL,34,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +masonro01,1993,2,PHI,NL,34,3,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +mattido01,1993,1,NYA,AL,134,530,78,154,27,2,17,86,0,0,61,42,9,2,0,3,20 +mauseti01,1993,1,PHI,NL,8,4,0,0,0,0,0,0,0,0,1,2,0,0,0,0,0 +mauseti01,1993,2,SDN,NL,28,2,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +mayde01,1993,1,CHN,NL,128,465,62,137,25,2,10,77,10,3,31,41,6,1,0,6,15 +maynebr01,1993,1,KCA,AL,71,205,22,52,9,1,2,22,3,2,18,31,7,1,3,0,6 +maysema01,1993,1,ML4,AL,23,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +mccarda01,1993,1,MIN,AL,98,350,36,75,15,2,2,21,2,6,19,80,0,1,1,0,13 +mccaski01,1993,1,CHA,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcclell01,1993,1,PIT,NL,88,181,21,40,11,1,2,19,0,3,23,17,1,0,1,2,4 +mcclubo01,1993,1,FLO,NL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcdonbe01,1993,1,BAL,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcdowja01,1993,1,CHA,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcdowro01,1993,1,LAN,NL,54,2,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +mcelrch01,1993,1,CHN,NL,49,6,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +mcgeewi01,1993,1,SFN,NL,130,475,53,143,28,1,4,46,10,9,38,67,7,1,3,2,12 +mcgehke01,1993,1,BAL,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcgrifr01,1993,1,SDN,NL,83,302,52,83,11,1,18,46,4,3,42,55,4,1,0,4,9 +mcgrifr01,1993,2,ATL,NL,68,255,59,79,18,1,19,55,1,0,34,51,2,1,0,1,5 +mcgrite01,1993,1,FLO,NL,3,7,0,0,0,0,0,0,0,0,1,2,0,0,0,0,0 +mcgwima01,1993,1,OAK,AL,27,84,16,28,6,0,9,24,0,1,21,19,5,1,0,1,0 +mcintti01,1993,1,ML4,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcintti01,1993,2,MON,NL,20,21,2,2,1,0,0,2,0,0,0,7,0,0,0,0,0 +mcknije01,1993,1,NYN,NL,105,164,19,42,3,1,2,13,0,0,13,31,0,1,3,2,3 +mclemma01,1993,1,BAL,AL,148,581,81,165,27,5,4,72,21,15,64,92,4,1,11,6,21 +mcmicgr01,1993,1,ATL,NL,74,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,1 +mcnamji01,1993,1,SFN,NL,4,7,0,1,0,0,0,1,0,0,0,1,0,0,0,0,0 +mcneeje01,1993,1,BOS,AL,21,37,10,11,1,1,0,1,6,0,7,9,0,0,0,0,0 +mcraebr01,1993,1,KCA,AL,153,627,78,177,28,9,12,69,23,14,37,105,1,4,14,3,8 +mcreyke01,1993,1,KCA,AL,110,351,44,86,22,4,11,42,2,2,37,56,6,1,1,3,8 +meachru01,1993,1,KCA,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mearepa01,1993,1,MIN,AL,111,346,33,87,14,3,0,33,4,5,7,52,0,1,4,3,11 +mejiaro02,1993,1,COL,NL,65,229,31,53,14,5,5,20,4,1,13,63,1,1,4,1,2 +melenjo01,1993,1,BOS,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +melvibo01,1993,1,BOS,AL,77,176,13,39,7,0,3,23,0,0,7,44,0,1,3,3,2 +menento01,1993,1,PIT,NL,14,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +mercehe01,1993,1,OAK,AL,20,47,5,10,2,0,0,3,1,1,2,15,0,1,0,0,0 +mercelu01,1993,1,BAL,AL,10,24,1,7,2,0,0,0,1,1,5,4,0,0,1,0,1 +mercelu01,1993,2,SFN,NL,18,25,1,4,0,1,0,3,0,1,1,3,0,2,1,0,0 +merceor01,1993,1,PIT,NL,137,447,68,140,26,4,8,70,3,3,77,64,10,1,0,2,9 +merckke01,1993,1,ATL,NL,43,13,0,0,0,0,0,0,0,0,0,10,0,0,0,0,0 +merribr01,1993,1,MIN,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +merulma01,1993,1,CHA,AL,8,20,1,1,0,0,0,0,0,0,0,1,0,0,1,0,1 +mesajo01,1993,1,CLE,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +meulehe01,1993,1,NYA,AL,30,53,8,9,1,1,2,5,0,1,8,19,0,0,0,0,2 +micelda01,1993,1,PIT,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mieskma01,1993,1,ML4,AL,23,58,9,14,0,0,3,7,0,2,4,14,0,0,1,0,2 +milacbo01,1993,1,CLE,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +militsa01,1993,1,NYA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +millejo05,1993,1,PHI,NL,10,10,3,2,0,0,0,2,0,0,1,2,0,0,3,0,1 +milleke01,1993,1,KCA,AL,37,108,9,18,3,0,0,3,3,1,8,19,0,1,0,1,3 +millepa01,1993,1,PIT,NL,3,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +millira01,1993,1,CIN,NL,83,234,30,64,11,1,6,29,0,2,46,49,0,1,0,1,3 +millira01,1993,2,CLE,AL,19,47,7,20,7,0,0,7,0,0,14,4,0,0,0,0,0 +millsal01,1993,1,BAL,AL,45,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +minchna01,1993,1,BOS,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +minorbl01,1993,1,PIT,NL,65,10,1,2,1,0,0,0,0,0,0,7,0,1,0,0,0 +minutgi01,1993,1,SFN,NL,9,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +miranan01,1993,1,ML4,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mitchke01,1993,1,CIN,NL,93,323,56,110,21,3,19,64,1,0,25,48,4,1,0,4,14 +mlickda01,1993,1,CLE,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +moellde01,1993,1,PIT,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mohlemi01,1993,1,OAK,AL,42,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +molitpa01,1993,1,TOR,AL,160,636,121,211,37,5,22,111,22,4,77,71,3,3,1,8,13 +mondera01,1993,1,LAN,NL,42,86,13,25,3,1,4,10,4,1,4,16,0,0,1,0,1 +monteri01,1993,1,NYA,AL,42,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +montgje01,1993,1,KCA,AL,69,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +montoch01,1993,1,MON,NL,4,5,1,2,1,0,0,3,0,0,0,0,0,0,0,0,0 +moorema01,1993,1,COL,NL,27,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +mooremi01,1993,1,DET,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +moranmi01,1993,1,PHI,NL,120,425,57,105,19,9,3,33,13,2,34,73,2,5,4,2,7 +morgami01,1993,1,CHN,NL,32,66,1,4,2,0,0,1,0,0,2,22,0,0,5,0,1 +morriha02,1993,1,CIN,NL,101,379,48,120,18,0,7,49,2,2,34,51,4,2,0,6,5 +morrija02,1993,1,TOR,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +moyerja01,1993,1,BAL,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mulhote01,1993,1,PHI,NL,29,62,3,4,0,0,0,0,0,0,1,27,0,0,8,0,0 +munozbo01,1993,1,NYA,AL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +munozmi01,1993,1,DET,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +munozmi01,1993,2,COL,NL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +munozpe01,1993,1,MIN,AL,104,326,34,76,11,1,13,38,1,2,25,97,2,3,0,0,7 +murphda05,1993,1,COL,NL,26,42,1,6,1,0,0,7,0,0,5,15,1,0,0,2,5 +murphro01,1993,1,SLN,NL,73,2,0,1,0,0,0,0,0,0,0,1,0,0,1,0,0 +murraed02,1993,1,NYN,NL,154,610,77,174,28,1,27,100,2,2,40,61,4,0,0,9,24 +mussimi01,1993,1,BAL,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mutisje01,1993,1,CLE,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +myersgr01,1993,1,CAL,AL,108,290,27,74,10,0,7,40,3,3,17,47,2,2,3,3,8 +myersra01,1993,1,CHN,NL,74,2,0,1,1,0,0,2,0,0,1,0,0,0,1,0,1 +nabhoch01,1993,1,MON,NL,26,39,1,5,0,0,0,1,0,0,1,9,0,0,3,0,0 +naehrti01,1993,1,BOS,AL,39,127,14,42,10,0,1,17,1,0,10,26,0,0,3,1,3 +nagych01,1993,1,CLE,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +natalro01,1993,1,FLO,NL,41,117,3,25,4,1,1,6,1,0,6,22,0,4,3,1,6 +navarja01,1993,1,ML4,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +navarti01,1993,1,NYN,NL,12,17,1,1,0,0,0,1,0,0,0,4,0,0,1,0,1 +neaglde01,1993,1,PIT,NL,50,14,0,0,0,0,0,0,0,0,0,4,0,0,2,0,1 +neeltr01,1993,1,OAK,AL,123,427,59,124,21,0,19,63,3,5,49,101,5,4,0,2,7 +nelsoge01,1993,1,CAL,AL,46,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nelsoge01,1993,2,TEX,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nelsoje01,1993,1,SEA,AL,71,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nenro01,1993,1,TEX,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nenro01,1993,2,FLO,NL,15,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +newfima01,1993,1,SEA,AL,22,66,5,15,3,0,1,7,0,1,2,8,0,1,0,1,2 +newsowa01,1993,1,CHA,AL,26,40,9,12,0,0,2,6,0,0,9,12,1,0,0,0,2 +nichoro02,1993,1,LAN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +niedda01,1993,1,COL,NL,16,23,3,4,0,0,0,2,0,0,3,8,0,0,3,0,0 +nielsje01,1993,1,CAL,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nieveme01,1993,1,SDN,NL,19,47,4,9,0,0,2,3,0,0,3,21,0,1,0,0,0 +nilssda01,1993,1,ML4,AL,100,296,35,76,10,2,7,40,3,6,37,36,5,0,4,3,10 +nixonot01,1993,1,ATL,NL,134,461,77,124,12,3,1,24,47,13,61,63,2,0,5,5,10 +nokesma01,1993,1,NYA,AL,76,217,25,54,8,0,10,35,0,0,16,31,2,2,0,3,4 +novoara01,1993,1,ML4,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nunezed01,1993,1,OAK,AL,56,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +obandsh01,1993,1,BAL,AL,31,92,8,25,2,0,3,15,0,0,4,26,0,1,0,0,1 +obriech01,1993,1,NYN,NL,67,188,15,48,11,0,4,23,1,1,14,14,1,2,3,1,4 +obriepe03,1993,1,SEA,AL,72,210,30,54,7,0,7,27,0,0,26,21,4,0,0,3,8 +odonojo02,1993,1,BAL,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +offerjo01,1993,1,LAN,NL,158,590,77,159,21,6,1,62,30,13,71,75,7,2,25,8,12 +ojedabo01,1993,1,CLE,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +oleartr01,1993,1,ML4,AL,19,41,3,12,3,0,0,3,0,0,5,9,0,0,3,0,1 +olerujo01,1993,1,TOR,AL,158,551,109,200,54,2,24,107,0,2,114,65,33,7,0,7,12 +olivaom01,1993,1,SLN,NL,59,26,1,7,1,0,0,2,0,0,0,7,0,0,3,0,0 +oliveda02,1993,1,TEX,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +olivejo01,1993,1,CIN,NL,139,482,40,115,28,0,14,75,0,0,27,91,2,1,2,9,13 +olsongr01,1993,1,BAL,AL,50,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +olsongr02,1993,1,ATL,NL,83,262,23,59,10,0,4,24,1,0,29,27,0,1,2,1,11 +oneilpa01,1993,1,NYA,AL,141,498,71,155,34,1,20,75,2,4,44,69,5,2,0,3,13 +ontivst02,1993,1,SEA,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +oquenjo01,1993,1,SLN,NL,46,73,7,15,0,0,0,4,0,0,12,8,1,0,3,1,5 +oquismi01,1993,1,BAL,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +oroscje01,1993,1,ML4,AL,57,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +orsuljo01,1993,1,NYN,NL,134,409,59,116,15,4,8,35,5,4,28,25,1,2,0,2,6 +ortizju01,1993,1,CLE,AL,95,249,19,55,13,0,0,20,1,0,11,26,1,5,4,1,10 +ortizlu01,1993,1,BOS,AL,9,12,0,3,0,0,0,1,0,0,0,2,0,0,0,0,0 +ortonjo01,1993,1,CAL,AL,37,95,5,18,5,0,1,4,1,2,7,24,0,1,2,0,1 +osbordo01,1993,1,SLN,NL,29,49,4,10,1,0,0,3,0,0,3,13,0,0,7,0,0 +osunaal01,1993,1,HOU,NL,44,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ottoda01,1993,1,PIT,NL,28,18,0,4,1,1,0,4,0,0,0,5,0,0,1,0,0 +owensja02,1993,1,COL,NL,33,86,12,18,5,0,3,6,1,0,6,30,1,2,0,0,1 +owensp01,1993,1,NYA,AL,103,334,41,78,16,2,2,20,3,2,29,30,2,0,3,1,6 +paglimi01,1993,1,MIN,AL,83,253,31,74,16,4,3,23,6,6,18,34,2,5,2,1,5 +paglimi01,1993,2,BAL,AL,33,117,24,38,9,0,6,21,0,0,8,15,0,1,0,0,2 +pagnoto01,1993,1,SLN,NL,92,330,31,85,15,1,7,41,1,0,19,30,6,1,0,5,7 +paintla01,1993,1,COL,NL,10,10,2,3,0,1,0,1,0,0,1,5,0,0,3,0,0 +palldo01,1993,1,CHA,AL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +palldo01,1993,2,PHI,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +palmede01,1993,1,TEX,AL,148,519,88,127,31,2,33,96,11,10,53,154,4,8,0,5,5 +palmera01,1993,1,TEX,AL,160,597,124,176,40,2,37,105,22,3,73,85,22,5,2,9,8 +pappaer01,1993,1,SLN,NL,82,228,25,63,12,0,1,28,1,3,35,35,2,0,0,3,7 +paquecr01,1993,1,OAK,AL,105,393,35,86,20,4,12,46,4,2,14,108,2,0,1,1,7 +parenma01,1993,1,BAL,AL,22,54,7,14,2,0,4,12,0,0,3,14,0,0,3,1,1 +parkeri01,1993,1,HOU,NL,45,45,11,15,3,0,0,4,1,2,3,8,0,0,1,0,2 +parksde01,1993,1,MIN,AL,7,20,3,4,0,0,0,1,0,0,1,2,0,0,0,0,0 +parreje01,1993,1,COL,NL,40,11,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +parrila02,1993,1,CLE,AL,10,20,2,4,1,0,1,2,1,0,4,5,0,0,0,0,2 +pasquda01,1993,1,CHA,AL,78,176,22,36,10,1,5,20,2,2,26,51,1,0,1,3,3 +pattebo01,1993,1,TEX,AL,52,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pattejo01,1993,1,SFN,NL,16,16,1,3,0,0,1,2,0,1,0,5,0,0,0,0,0 +patteke01,1993,1,CAL,AL,46,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pavliro01,1993,1,TEX,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pecotbi01,1993,1,ATL,NL,72,62,17,20,2,1,0,5,1,1,2,5,0,0,1,0,0 +peltida01,1993,1,TEX,AL,65,160,23,43,7,1,1,17,0,4,20,27,0,1,1,1,3 +penage01,1993,1,SLN,NL,74,254,34,65,19,2,5,30,13,5,25,71,0,4,4,2,3 +penato01,1993,1,BOS,AL,126,304,20,55,11,0,4,19,1,3,25,46,0,2,13,3,12 +pendlte01,1993,1,ATL,NL,161,633,81,172,33,1,17,84,5,1,36,97,5,3,3,7,18 +pennibr01,1993,1,BAL,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pennywi01,1993,1,PIT,NL,21,34,4,7,1,0,0,2,0,1,0,6,0,0,0,0,1 +perezed01,1993,1,CAL,AL,52,180,16,45,6,2,4,30,5,4,9,39,0,2,0,1,4 +perezme01,1993,1,NYA,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +perezmi01,1993,1,SLN,NL,65,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +perryge01,1993,1,SLN,NL,96,98,21,33,5,0,4,16,1,1,18,23,2,0,0,0,4 +petkoma01,1993,1,PIT,NL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +petrage01,1993,1,TEX,AL,59,133,16,32,5,0,1,13,2,0,22,17,3,0,1,0,5 +philljr01,1993,1,SFN,NL,11,16,1,5,1,1,1,4,0,0,0,5,0,0,0,0,0 +phillto02,1993,1,DET,AL,151,566,113,177,27,0,7,57,16,11,132,102,5,4,1,4,11 +piazzmi01,1993,1,LAN,NL,149,547,81,174,24,2,35,112,3,4,46,86,6,3,0,6,10 +pichahi01,1993,1,KCA,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pirklgr01,1993,1,SEA,AL,7,23,1,4,0,0,1,4,0,0,0,4,0,0,0,0,2 +planter01,1993,1,SEA,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +plantph01,1993,1,SDN,NL,138,462,67,111,20,1,34,100,4,5,61,124,7,7,1,5,4 +plesada01,1993,1,CHN,NL,57,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +plunker01,1993,1,CLE,AL,70,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +polidgu01,1993,1,FLO,NL,7,6,0,1,1,0,0,0,0,0,0,2,0,0,0,0,0 +polonlu01,1993,1,CAL,AL,152,576,75,156,17,6,1,32,55,24,48,53,7,2,8,3,7 +pooleji02,1993,1,BAL,AL,55,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +portuma01,1993,1,HOU,NL,33,65,4,15,0,0,1,8,0,0,3,13,0,0,10,2,2 +posesc01,1993,1,FLO,NL,15,41,0,8,2,0,0,3,0,2,2,4,0,0,0,0,0 +powelde01,1993,1,SEA,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +powelro01,1993,1,CIN,NL,9,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +powerte01,1993,1,CLE,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +powerte01,1993,2,SEA,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +prattto02,1993,1,PHI,NL,33,87,8,25,6,0,5,13,0,0,5,19,0,1,1,1,2 +pridecu01,1993,1,MON,NL,10,9,3,4,1,1,1,5,1,0,0,3,0,0,0,0,0 +princto01,1993,1,PIT,NL,66,179,14,35,14,0,2,24,1,1,13,38,2,7,2,3,5 +puckeki01,1993,1,MIN,AL,156,622,89,184,39,3,22,89,8,6,47,93,7,7,1,5,15 +pughti01,1993,1,CIN,NL,31,54,2,12,1,0,0,1,0,0,0,20,0,1,7,0,0 +pulliha01,1993,1,KCA,AL,27,62,7,16,5,0,1,6,0,0,2,14,0,1,0,0,3 +quantpa01,1993,1,BOS,AL,49,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +quintca01,1993,1,BOS,AL,101,303,31,74,5,0,1,19,1,0,31,52,2,2,5,2,13 +radinsc01,1993,1,CHA,AL,73,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +raineti01,1993,1,CHA,AL,115,415,75,127,16,4,16,54,21,7,64,35,4,3,2,2,7 +ramirma02,1993,1,CLE,AL,22,53,5,9,1,0,2,5,0,0,2,8,0,0,0,0,3 +rapppa01,1993,1,FLO,NL,16,31,3,6,1,0,0,2,0,0,1,11,0,0,2,0,0 +rasmude01,1993,1,KCA,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +readyra01,1993,1,MON,NL,40,134,22,34,8,1,1,10,2,1,23,8,0,1,1,0,4 +reardje01,1993,1,CIN,NL,58,2,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +rebouje01,1993,1,MIN,AL,109,240,33,62,8,0,1,15,5,5,35,37,0,2,5,1,6 +redusga01,1993,1,TEX,AL,77,222,28,64,12,4,6,31,4,4,23,35,1,0,0,3,3 +reedje02,1993,1,SFN,NL,66,119,10,31,3,0,6,12,0,1,16,22,4,0,0,1,2 +reedjo01,1993,1,LAN,NL,132,445,48,123,21,2,2,31,1,3,38,40,10,1,17,3,16 +reedri01,1993,1,KCA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reedri01,1993,2,TEX,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reedst01,1993,1,COL,NL,64,9,0,0,0,0,0,0,0,0,0,3,0,0,2,0,0 +reimeke01,1993,1,ML4,AL,125,437,53,109,22,1,13,60,5,4,30,72,4,5,1,4,12 +renteri01,1993,1,FLO,NL,103,263,27,67,9,2,2,30,0,2,21,31,1,2,3,1,8 +reynoar02,1993,1,COL,NL,31,63,4,8,0,0,2,4,0,0,3,20,0,0,6,0,0 +reynoha01,1993,1,BAL,AL,145,485,64,122,20,4,4,47,12,11,66,47,3,4,10,5,4 +reynosh01,1993,1,HOU,NL,5,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +rhodear01,1993,1,BAL,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rhodeka01,1993,1,HOU,NL,5,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rhodeka01,1993,2,CHN,NL,15,52,12,15,2,1,3,7,2,0,11,9,0,0,0,0,0 +richaje01,1993,1,BOS,AL,15,24,3,5,2,0,0,2,0,0,1,3,0,0,2,0,0 +righeda01,1993,1,SFN,NL,51,1,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0 +rijojo01,1993,1,CIN,NL,36,82,5,22,4,0,1,8,0,0,3,18,0,0,12,0,2 +rileser01,1993,1,BOS,AL,94,143,15,27,8,0,5,20,1,3,20,40,3,2,2,3,3 +ripkebi01,1993,1,TEX,AL,50,132,12,25,4,0,0,11,0,2,11,19,0,4,5,1,6 +ripkeca01,1993,1,BAL,AL,162,641,87,165,26,3,24,90,1,4,65,58,19,6,0,6,17 +rislebi01,1993,1,MON,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +riverbe01,1993,1,PHI,NL,30,51,3,5,0,0,0,0,0,0,3,24,0,0,13,0,0 +riverlu01,1993,1,BOS,AL,62,130,13,27,8,1,1,7,1,2,11,36,0,1,2,1,2 +roberbi01,1993,1,CIN,NL,83,292,46,70,13,0,1,18,26,6,38,46,1,3,0,3,2 +roberke01,1993,1,CHN,NL,62,180,23,34,4,1,9,27,0,1,12,48,0,3,0,0,2 +roberri02,1993,1,PIT,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodrihe02,1993,1,LAN,NL,76,176,20,39,10,0,8,23,1,0,11,39,2,0,0,1,1 +rodriiv01,1993,1,TEX,AL,137,473,56,129,28,4,10,66,8,7,29,70,3,4,5,8,16 +rodriri02,1993,1,SDN,NL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodriri02,1993,2,FLO,NL,36,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1 +rogerke01,1993,1,TEX,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rogerke02,1993,1,SFN,NL,64,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +rojasme01,1993,1,MON,NL,66,12,0,1,0,0,0,0,0,0,0,7,0,0,0,0,0 +ronanma01,1993,1,SLN,NL,6,12,0,1,0,0,0,0,0,0,0,5,0,0,0,0,0 +roperjo01,1993,1,CIN,NL,16,28,1,5,0,0,0,2,0,0,0,11,0,0,1,0,1 +rossyri01,1993,1,KCA,AL,46,86,10,19,4,0,2,12,0,0,9,11,0,1,1,0,0 +rowlari01,1993,1,DET,AL,21,46,2,10,3,0,0,4,0,0,5,16,0,0,1,0,1 +royerst01,1993,1,SLN,NL,24,46,4,14,2,0,1,8,0,1,2,14,0,0,0,0,2 +rueteki01,1993,1,MON,NL,14,26,0,2,0,0,0,3,0,0,3,10,0,0,8,0,0 +ruffcsc01,1993,1,CHA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ruffibr01,1993,1,COL,NL,59,25,1,2,1,0,0,0,0,0,3,10,0,0,3,0,0 +ruffijo01,1993,1,CIN,NL,21,3,0,1,0,0,0,0,0,0,0,1,0,0,0,0,1 +ruskisc01,1993,1,CIN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +russeje01,1993,1,BOS,AL,51,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +russejo02,1993,1,TEX,AL,18,22,1,5,1,0,1,3,0,0,2,10,0,0,0,0,0 +ryanke01,1993,1,BOS,AL,47,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ryanno01,1993,1,TEX,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +saberbr01,1993,1,NYN,NL,19,45,2,5,1,0,0,0,0,0,5,10,0,0,8,0,1 +saboch01,1993,1,CIN,NL,148,552,86,143,33,2,21,82,6,4,43,105,5,6,2,8,10 +salkero01,1993,1,SEA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +salmoti01,1993,1,CAL,AL,142,515,93,146,35,1,31,95,5,6,82,135,5,5,0,8,6 +sampebi01,1993,1,KCA,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +samueju01,1993,1,CIN,NL,103,261,31,60,10,4,4,26,9,7,23,53,3,3,0,2,2 +sanchre01,1993,1,CHN,NL,105,344,35,97,11,2,0,28,1,1,15,22,7,3,9,2,8 +sandbry01,1993,1,CHN,NL,117,456,67,141,20,0,9,45,9,2,37,62,1,2,2,6,12 +sandede02,1993,1,ATL,NL,95,272,42,75,18,6,6,28,19,7,16,42,3,3,1,2,3 +sandere02,1993,1,CIN,NL,138,496,90,136,16,4,20,83,27,10,51,118,7,5,3,8,10 +sandesc01,1993,1,CAL,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sandesc01,1993,2,SFN,NL,11,14,1,0,0,0,0,0,0,0,1,11,0,0,1,0,0 +sandesc02,1993,1,SDN,NL,9,16,0,1,0,0,0,1,0,0,0,6,0,0,4,0,0 +sanfomo01,1993,1,COL,NL,11,8,0,0,0,0,0,0,0,0,1,4,0,0,1,0,0 +santibe01,1993,1,FLO,NL,139,469,49,108,19,6,13,50,10,7,37,88,2,5,0,4,9 +santone01,1993,1,KCA,AL,4,8,0,1,0,0,0,0,0,0,1,2,0,0,0,0,0 +sassema01,1993,1,SEA,AL,83,188,18,41,10,2,1,21,1,0,15,30,6,1,0,4,7 +saunddo01,1993,1,NYN,NL,28,67,8,14,2,0,0,0,0,0,3,4,0,0,3,0,2 +saxst01,1993,1,CHA,AL,57,119,20,28,5,0,1,8,7,3,8,6,0,0,2,0,1 +scanlbo01,1993,1,CHN,NL,70,2,0,1,0,0,0,2,0,0,0,1,0,0,1,1,0 +scarsst01,1993,1,SFN,NL,44,103,16,26,9,0,2,15,0,1,4,32,0,0,4,1,0 +schilcu01,1993,1,PHI,NL,34,75,3,11,1,0,0,2,0,0,2,19,0,0,13,0,0 +schofdi02,1993,1,TOR,AL,36,110,11,21,1,2,0,5,3,0,16,25,0,0,2,0,1 +schoomi01,1993,1,TEX,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schoupe01,1993,1,NYN,NL,41,32,2,7,0,0,0,4,0,0,3,11,0,0,3,1,2 +schwaje01,1993,1,CHA,AL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +scottda01,1993,1,CAL,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +scottti01,1993,1,SDN,NL,24,2,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +scottti01,1993,2,MON,NL,32,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +scuddsc01,1993,1,CLE,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +seaneru01,1993,1,SDN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +seguida01,1993,1,BAL,AL,146,450,54,123,27,0,10,60,2,1,58,53,4,0,3,8,18 +seitzke01,1993,1,OAK,AL,73,255,24,65,10,2,4,27,4,7,27,33,1,1,2,4,7 +seitzke01,1993,2,ML4,AL,47,162,21,47,6,0,7,30,3,0,17,15,0,1,1,1,7 +seleaa01,1993,1,BOS,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +seminfr01,1993,1,SDN,NL,18,10,1,2,0,0,0,0,0,0,0,1,0,0,1,0,0 +servasc01,1993,1,HOU,NL,85,258,24,63,11,0,11,32,0,0,22,45,2,5,3,3,6 +servisc01,1993,1,COL,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +servisc01,1993,2,CIN,NL,27,7,0,1,0,0,0,1,0,0,0,3,0,0,0,0,0 +sharpmi01,1993,1,LAN,NL,73,90,13,23,4,0,2,10,2,0,5,17,0,1,0,1,2 +shavejo01,1993,1,TEX,AL,17,47,3,15,2,0,0,7,1,3,0,8,0,0,3,2,0 +shawje01,1993,1,MON,NL,55,15,1,1,0,0,0,0,0,0,0,6,0,0,0,0,0 +sheafda01,1993,1,COL,NL,82,216,26,60,9,1,4,32,2,3,8,15,0,1,2,6,9 +sheetla01,1993,1,SEA,AL,11,17,0,2,1,0,0,1,0,0,2,1,0,1,0,0,2 +sheffga01,1993,1,SDN,NL,68,258,34,76,12,2,10,36,5,1,18,30,0,3,0,3,9 +sheffga01,1993,2,FLO,NL,72,236,33,69,8,3,10,37,12,4,29,34,6,6,0,4,2 +sheltbe01,1993,1,PIT,NL,15,24,3,6,1,0,2,7,0,0,3,3,0,0,0,0,2 +shephke01,1993,1,COL,NL,14,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shermda02,1993,1,SDN,NL,37,63,8,14,1,0,0,2,2,1,6,8,0,3,1,1,0 +shielto01,1993,1,CHN,NL,20,34,4,6,1,0,0,1,0,0,2,10,0,0,0,0,1 +shinaza01,1993,1,SEA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shiplcr01,1993,1,SDN,NL,105,230,25,54,9,0,4,22,12,3,10,31,0,3,1,1,3 +shousbr01,1993,1,PIT,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shumpte01,1993,1,KCA,AL,8,10,0,1,0,0,0,0,1,0,2,2,0,0,0,0,0 +siddajo01,1993,1,MON,NL,19,20,0,2,1,0,0,1,0,0,1,5,1,0,0,0,0 +sierrru01,1993,1,OAK,AL,158,630,77,147,23,5,22,101,25,5,52,97,16,0,0,10,17 +silveda01,1993,1,NYA,AL,7,21,4,6,1,0,1,4,0,0,5,3,0,0,0,0,1 +slaugdo01,1993,1,PIT,NL,116,377,34,113,19,2,10,55,2,1,29,56,2,6,4,4,13 +slocuhe01,1993,1,CHN,NL,10,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +slocuhe01,1993,2,CLE,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +slusajo01,1993,1,OAK,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smilejo01,1993,1,CIN,NL,18,32,2,8,1,0,0,5,0,0,1,10,0,0,5,1,0 +smithbr01,1993,1,COL,NL,11,6,0,0,0,0,0,0,1,0,1,1,0,0,0,0,0 +smithdw01,1993,1,CHN,NL,111,310,51,93,17,5,11,35,8,6,25,51,1,3,1,3,3 +smithle02,1993,1,SLN,NL,55,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +smithle02,1993,2,NYA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithlo01,1993,1,PIT,NL,94,199,35,57,5,4,6,24,9,4,43,42,2,5,3,2,3 +smithlo01,1993,2,BAL,AL,9,24,8,5,1,0,2,3,0,0,8,10,0,0,0,0,0 +smithoz01,1993,1,SLN,NL,141,545,75,157,22,6,1,53,21,8,43,18,1,1,7,7,11 +smithpe02,1993,1,ATL,NL,20,27,2,6,1,0,0,5,0,0,1,11,0,0,3,1,0 +smithro02,1993,1,OAK,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithza01,1993,1,PIT,NL,14,25,0,2,0,0,0,0,0,0,0,6,0,0,4,0,0 +smoltjo01,1993,1,ATL,NL,35,71,2,13,1,0,0,4,1,1,9,24,0,0,11,0,2 +snowjt01,1993,1,CAL,AL,129,419,60,101,18,2,16,57,3,0,55,88,4,2,7,6,10 +snydeco02,1993,1,LAN,NL,143,516,61,137,33,1,11,56,4,1,47,147,3,4,2,1,8 +sojolu01,1993,1,TOR,AL,19,47,5,8,2,0,0,6,0,0,4,2,0,0,2,1,3 +sorrepa01,1993,1,CLE,AL,148,463,75,119,26,1,18,65,3,1,58,121,11,2,0,4,10 +sosasa01,1993,1,CHN,NL,159,598,92,156,25,5,33,93,36,11,38,135,6,4,0,1,14 +spehrti01,1993,1,MON,NL,53,87,14,20,6,0,2,10,2,0,6,20,1,1,3,2,0 +spierbi01,1993,1,ML4,AL,113,340,43,81,8,4,2,36,9,8,29,51,2,4,9,4,11 +spradje01,1993,1,CIN,NL,37,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +spraged02,1993,1,TOR,AL,150,546,50,142,31,1,12,73,1,0,32,85,1,10,2,6,23 +sprinru01,1993,1,CAL,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stahosc01,1993,1,MIN,AL,20,57,1,11,4,0,0,1,0,2,3,22,0,0,0,0,2 +stairma01,1993,1,MON,NL,6,8,1,3,1,0,0,2,0,0,0,1,0,0,0,0,1 +stankan01,1993,1,NYA,AL,16,9,5,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +stanlmi02,1993,1,NYA,AL,130,423,70,129,17,1,26,84,1,1,57,85,4,5,0,6,10 +stantmi02,1993,1,ATL,NL,63,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +statoda01,1993,1,SDN,NL,17,42,7,11,3,0,5,9,0,0,3,12,0,1,0,0,2 +steinte01,1993,1,OAK,AL,104,389,47,111,19,1,10,43,3,3,25,65,1,3,0,1,13 +stewada01,1993,1,TOR,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stiebda01,1993,1,CHA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stillku01,1993,1,SDN,NL,57,121,9,26,4,0,1,11,4,3,11,22,2,1,2,0,2 +stillku01,1993,2,CAL,AL,22,61,2,16,2,2,0,3,2,0,4,11,0,0,1,2,2 +stockke01,1993,1,PHI,NL,70,259,46,84,12,3,2,31,5,0,30,43,11,8,4,1,8 +stottto01,1993,1,TOR,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +strando01,1993,1,TEX,AL,145,484,58,124,29,0,7,60,6,4,43,69,3,3,8,4,12 +strawda01,1993,1,LAN,NL,32,100,12,14,2,0,5,12,1,0,16,19,1,2,0,2,1 +suerowi01,1993,1,ML4,AL,15,14,0,4,0,0,0,0,0,1,1,3,0,0,0,0,1 +surhobj01,1993,1,ML4,AL,148,552,66,151,38,3,7,79,12,9,36,47,5,2,4,5,9 +sutclri01,1993,1,BAL,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sveumda01,1993,1,OAK,AL,30,79,12,14,2,1,2,6,0,0,16,21,1,0,1,0,2 +swanru01,1993,1,SEA,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +swiftbi02,1993,1,SFN,NL,34,80,12,21,1,0,0,4,0,0,5,19,0,0,10,1,3 +swindgr01,1993,1,HOU,NL,31,60,3,11,1,0,0,4,0,0,0,16,0,0,10,0,0 +swingpa01,1993,1,CAL,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tackeje01,1993,1,BAL,AL,39,87,8,15,3,0,0,9,0,0,13,28,0,0,2,1,5 +tananfr01,1993,1,NYN,NL,29,58,3,9,1,1,0,5,0,1,2,11,0,0,3,0,0 +tananfr01,1993,2,NYA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tapanke01,1993,1,MIN,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tarasto01,1993,1,ATL,NL,24,35,6,8,2,0,0,2,0,1,0,5,0,1,0,1,1 +tartada01,1993,1,NYA,AL,138,513,87,128,33,2,31,102,0,0,92,156,9,2,0,4,8 +tatumji01,1993,1,COL,NL,92,98,7,20,5,0,1,12,0,0,5,27,0,1,0,2,0 +taubeed01,1993,1,HOU,NL,94,288,26,72,11,1,9,42,1,0,21,44,5,0,1,2,8 +tavarju01,1993,1,CLE,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tayloke01,1993,1,SDN,NL,36,12,0,0,0,0,0,0,0,0,0,8,0,0,1,0,0 +taylosc01,1993,1,BOS,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +telfoan01,1993,1,BAL,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +telghda01,1993,1,NYN,NL,24,15,0,1,1,0,0,0,0,0,1,8,0,0,4,0,0 +tettlmi01,1993,1,DET,AL,152,522,79,128,25,4,32,110,3,7,109,139,12,0,0,6,5 +teufeti01,1993,1,SDN,NL,96,200,26,50,11,2,7,31,2,2,27,39,0,0,3,1,9 +tewksbo01,1993,1,SLN,NL,33,69,4,14,1,0,0,5,0,0,4,27,0,0,7,0,1 +thigpbo01,1993,1,CHA,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thigpbo01,1993,2,PHI,NL,17,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thomafr04,1993,1,CHA,AL,153,549,106,174,36,0,41,128,4,2,112,54,23,2,0,13,10 +thomeji01,1993,1,CLE,AL,47,154,28,41,11,0,7,22,2,1,29,36,1,4,0,5,3 +thompmi02,1993,1,PHI,NL,129,340,42,89,14,2,4,44,9,4,40,57,9,2,3,2,8 +thompro01,1993,1,SFN,NL,128,494,85,154,30,2,19,65,10,4,45,97,0,7,9,4,7 +thompry01,1993,1,NYN,NL,80,288,34,72,19,2,11,26,2,7,19,81,4,3,5,1,5 +thondi01,1993,1,ML4,AL,85,245,23,66,10,1,1,33,6,5,22,39,3,0,3,5,4 +thurmga01,1993,1,DET,AL,75,89,22,19,2,2,0,13,7,0,11,30,0,0,1,1,2 +timlimi01,1993,1,TOR,AL,54,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tinglro01,1993,1,CAL,AL,58,90,7,18,7,0,0,12,1,2,9,22,0,1,3,1,4 +tinslle01,1993,1,SEA,AL,11,19,2,3,1,0,1,2,0,0,2,9,0,0,0,0,1 +tolivfr01,1993,1,PIT,NL,12,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +tombean01,1993,1,PIT,NL,27,42,4,12,0,1,1,5,0,0,2,14,0,1,0,0,0 +tomlira01,1993,1,PIT,NL,18,33,3,6,0,0,0,1,0,0,1,4,0,0,2,0,1 +torresa01,1993,1,SFN,NL,8,13,0,3,0,0,0,0,0,0,0,4,0,0,3,0,1 +trachst01,1993,1,CHN,NL,3,6,1,1,0,0,0,0,0,0,1,2,0,0,0,0,0 +trammal01,1993,1,DET,AL,112,401,72,132,25,3,12,60,12,8,38,38,2,2,4,2,7 +treadje01,1993,1,CLE,AL,97,221,25,67,14,1,2,27,1,1,14,21,2,2,1,2,6 +trlicri01,1993,1,LAN,NL,41,4,0,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +trombmi01,1993,1,MIN,AL,44,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tsamige01,1993,1,MIN,AL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tubbsgr01,1993,1,CIN,NL,35,59,10,11,0,0,1,2,3,1,14,10,0,1,0,0,0 +tuckeed01,1993,1,HOU,NL,9,26,1,5,1,0,0,3,0,0,2,3,0,0,0,0,0 +turanbr01,1993,1,SEA,AL,40,140,22,35,11,1,0,7,6,2,17,20,0,2,1,0,3 +turnech01,1993,1,CAL,AL,25,75,9,21,5,0,1,13,1,1,9,16,0,1,0,1,1 +turnema01,1993,1,FLO,NL,55,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +urbanto01,1993,1,SLN,NL,18,16,2,3,0,0,0,0,0,0,2,6,0,0,2,0,0 +uribejo01,1993,1,HOU,NL,45,53,4,13,1,0,0,3,1,0,8,5,4,1,4,0,1 +valdese01,1993,1,MON,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +valenfe01,1993,1,BAL,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +valenjo02,1993,1,BOS,AL,144,468,50,130,40,3,11,66,3,4,49,77,2,2,16,4,9 +valenjo03,1993,1,ML4,AL,19,53,10,13,1,2,1,7,1,0,7,16,1,1,2,0,1 +valerju01,1993,1,CAL,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +valleda01,1993,1,SEA,AL,135,423,48,109,19,0,13,63,1,0,48,56,4,17,8,4,18 +vanbuty01,1993,1,CAL,AL,12,33,2,5,3,0,1,1,1,0,6,9,0,0,0,0,0 +vandejo02,1993,1,MON,NL,106,215,34,50,7,4,5,30,6,3,27,30,2,1,0,1,4 +vanpoto01,1993,1,OAK,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vanslan01,1993,1,PIT,NL,83,323,42,100,13,4,8,50,11,2,24,40,5,2,0,4,13 +varshga01,1993,1,CIN,NL,77,95,8,22,6,0,2,11,1,0,9,19,0,1,3,1,1 +vaughgr01,1993,1,ML4,AL,154,569,97,152,28,2,30,97,10,7,89,118,14,5,0,4,6 +vaughmo01,1993,1,BOS,AL,152,539,86,160,34,1,29,101,4,3,79,130,23,8,0,7,14 +velarra01,1993,1,NYA,AL,85,226,28,68,13,2,7,24,2,2,18,39,2,4,3,2,12 +velasgu01,1993,1,SDN,NL,79,143,7,30,2,0,3,20,0,0,13,35,2,0,0,1,3 +venturo01,1993,1,CHA,AL,157,554,85,145,27,1,22,94,1,6,105,82,16,3,1,6,18 +villahe01,1993,1,SLN,NL,17,55,7,8,1,0,3,9,0,0,4,17,1,0,0,0,3 +vinafe01,1993,1,SEA,AL,24,45,5,10,2,0,0,2,6,0,4,3,0,3,1,0,0 +violafr01,1993,1,BOS,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vizcajo01,1993,1,CHN,NL,151,551,74,158,19,4,4,54,12,9,46,71,2,3,8,9,9 +vizquom01,1993,1,SEA,AL,158,560,68,143,14,2,2,31,12,14,50,71,2,4,13,3,7 +voigtja01,1993,1,BAL,AL,64,152,32,45,11,1,6,23,1,0,25,33,0,0,0,0,3 +wagnepa01,1993,1,PIT,NL,44,42,2,8,0,0,0,1,0,0,1,14,0,0,4,0,0 +wainhda01,1993,1,SEA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wakefti01,1993,1,PIT,NL,24,43,3,7,2,0,1,3,0,0,0,11,0,0,4,0,0 +walbema01,1993,1,CHN,NL,11,30,2,6,2,0,1,6,0,0,1,6,0,0,0,0,0 +walewji01,1993,1,CAL,AL,12,8,2,1,0,0,0,3,1,1,5,1,0,0,0,1,0 +walkbo01,1993,1,PIT,NL,32,58,2,7,1,0,0,2,0,0,0,15,0,1,7,0,0 +walkech01,1993,1,NYN,NL,115,213,18,48,7,1,5,19,7,0,14,29,0,0,0,2,3 +walkela01,1993,1,MON,NL,138,490,85,130,24,5,22,86,29,7,80,76,20,6,0,6,8 +wallati01,1993,1,LAN,NL,133,477,42,106,19,1,12,62,0,2,32,70,2,3,1,9,10 +walteda01,1993,1,SDN,NL,27,94,6,19,3,0,1,10,0,0,7,13,2,0,0,1,2 +waltobr01,1993,1,MON,NL,4,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +waltoje01,1993,1,CAL,AL,5,2,2,0,0,0,0,0,1,0,1,2,0,0,0,0,0 +warddu01,1993,1,TOR,AL,71,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wardtu01,1993,1,TOR,AL,72,167,20,32,4,2,4,28,3,3,23,26,2,1,3,4,7 +watsoal01,1993,1,SLN,NL,16,26,0,6,3,0,0,2,0,0,1,2,0,0,1,0,1 +waynega01,1993,1,COL,NL,65,1,0,1,0,0,0,2,0,0,0,0,0,0,0,0,0 +weathda01,1993,1,FLO,NL,14,10,0,1,0,0,0,0,0,0,0,7,0,0,3,0,0 +webstle01,1993,1,MIN,AL,49,106,14,21,2,0,1,8,1,0,11,8,1,0,0,0,1 +webstmi01,1993,1,LAN,NL,88,172,26,42,6,2,2,14,4,6,11,24,2,2,4,3,3 +wedgeer01,1993,1,COL,NL,9,11,2,2,0,0,0,1,0,0,0,4,0,0,0,0,0 +wegmabi01,1993,1,ML4,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wehnejo01,1993,1,PIT,NL,29,35,3,5,0,0,0,0,0,0,6,10,1,0,2,0,0 +weisswa01,1993,1,FLO,NL,158,500,50,133,14,2,1,39,7,3,79,73,13,3,5,4,5 +welchbo01,1993,1,OAK,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wellsda01,1993,1,DET,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wendetu01,1993,1,CHN,NL,7,7,0,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +wertzbi01,1993,1,CLE,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +westda01,1993,1,PHI,NL,76,5,0,2,1,0,0,2,0,0,0,2,0,0,0,0,0 +westomi01,1993,1,NYN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wettejo01,1993,1,MON,NL,70,4,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +whitalo01,1993,1,DET,AL,119,383,72,111,32,1,9,67,3,3,78,46,4,4,7,4,5 +whitede03,1993,1,TOR,AL,146,598,116,163,42,6,15,52,34,4,57,127,1,7,3,3,3 +whitede04,1993,1,MON,NL,17,49,6,11,3,0,2,4,2,0,2,12,1,1,0,0,1 +whitema01,1993,1,SLN,NL,152,562,81,142,13,4,25,99,15,8,58,110,9,2,0,4,11 +whitema02,1993,1,TEX,AL,60,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +whitero02,1993,1,MON,NL,23,73,9,19,3,1,2,15,1,2,7,16,0,0,2,1,2 +whitewa02,1993,1,SDN,NL,21,24,1,2,0,0,0,0,0,0,0,11,0,0,10,0,1 +whitmda02,1993,1,FLO,NL,76,250,24,51,8,2,4,19,4,2,10,72,0,5,2,0,8 +wickake01,1993,1,CLE,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wickake01,1993,2,CIN,NL,33,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +wickmbo01,1993,1,NYA,AL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wilkecu01,1993,1,KCA,AL,12,28,1,4,0,0,0,0,2,0,1,6,0,0,0,0,1 +wilkiri01,1993,1,CHN,NL,136,446,78,135,23,1,30,73,2,1,50,99,13,3,0,1,6 +willibe02,1993,1,NYA,AL,139,567,67,152,31,4,12,68,9,9,53,106,4,4,1,3,17 +willibr01,1993,1,HOU,NL,42,10,2,2,1,0,0,0,0,0,0,4,0,0,3,0,0 +willica01,1993,1,MIN,AL,53,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +willige02,1993,1,NYA,AL,42,67,11,10,2,3,0,6,2,0,1,14,0,2,0,1,2 +willima04,1993,1,SFN,NL,145,579,105,170,33,4,38,110,1,3,27,80,4,4,0,9,12 +willima05,1993,1,BAL,AL,48,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +willimi02,1993,1,PHI,NL,65,1,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0 +willimi03,1993,1,PHI,NL,17,12,1,1,0,0,0,0,0,0,0,3,0,0,3,0,1 +williwo02,1993,1,TOR,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wilsocr01,1993,1,KCA,AL,21,49,6,13,1,0,1,3,1,1,7,6,0,0,1,0,0 +wilsoda01,1993,1,CIN,NL,36,76,6,17,3,0,0,8,0,0,9,16,4,0,2,1,2 +wilsogl01,1993,1,PIT,NL,10,14,0,2,0,0,0,0,0,0,0,9,0,0,1,0,0 +wilsoni01,1993,1,FLO,NL,7,16,0,0,0,0,0,0,0,0,0,11,0,0,0,0,0 +wilsost01,1993,1,LAN,NL,25,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wilsotr01,1993,1,SFN,NL,22,29,2,4,0,0,1,2,1,0,1,10,0,1,8,0,2 +wilsowi02,1993,1,CHN,NL,105,221,29,57,11,3,1,11,7,2,11,40,1,3,1,1,2 +winfida01,1993,1,MIN,AL,143,547,72,148,27,2,21,76,2,3,45,106,2,0,0,2,15 +wittbo01,1993,1,OAK,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wittmi01,1993,1,NYA,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wohlema01,1993,1,ATL,NL,46,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +womacto01,1993,1,PIT,NL,15,24,5,2,0,0,0,0,2,0,3,3,0,0,1,0,0 +woodstr01,1993,1,SLN,NL,62,77,4,16,2,0,0,2,0,0,1,14,0,0,0,1,1 +woodte01,1993,1,MON,NL,13,26,4,5,1,0,0,3,0,0,3,3,1,0,3,0,0 +worreti01,1993,1,SDN,NL,21,31,1,1,1,0,0,1,0,0,0,15,0,0,2,0,0 +worreto01,1993,1,LAN,NL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wronari01,1993,1,CHA,AL,4,8,0,1,0,0,0,1,0,0,0,4,0,0,0,0,0 +yeldier01,1993,1,CHN,NL,69,108,14,22,5,1,1,10,3,2,11,22,2,0,4,0,3 +youngan01,1993,1,NYN,NL,39,14,0,2,0,0,0,0,0,0,1,3,0,0,2,0,1 +youngcl01,1993,1,CLE,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +youngcu01,1993,1,OAK,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +younger01,1993,1,COL,NL,144,490,82,132,16,8,3,42,42,19,63,41,3,4,4,4,9 +youngge02,1993,1,COL,NL,19,19,5,1,0,0,0,1,0,1,4,1,0,0,0,0,2 +youngke01,1993,1,PIT,NL,141,449,38,106,24,3,6,47,2,2,36,82,3,9,5,9,10 +youngma01,1993,1,CLE,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +youngpe02,1993,1,MON,NL,4,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +yountro01,1993,1,ML4,AL,127,454,62,117,25,3,8,51,9,2,44,93,5,5,5,6,12 +zambred01,1993,1,CHN,NL,8,17,1,5,0,0,0,2,0,0,1,3,0,0,0,0,1 +zeileto01,1993,1,SLN,NL,157,571,82,158,36,1,17,103,5,4,70,76,5,0,0,6,15 +zupcibo01,1993,1,BOS,AL,141,286,40,69,24,2,2,26,5,2,27,54,2,2,8,3,7 +abbotji01,1994,1,NYA,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +abbotku01,1994,1,FLO,NL,101,345,41,86,17,3,9,33,3,0,16,98,1,5,3,2,5 +acrema01,1994,1,OAK,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +aguilri01,1994,1,MIN,AL,44,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +aldremi01,1994,1,OAK,AL,76,178,23,43,5,0,4,18,2,0,20,35,1,0,0,3,2 +alicelu01,1994,1,SLN,NL,88,205,32,57,12,5,5,29,4,5,30,38,4,3,1,3,1 +alomaro01,1994,1,TOR,AL,107,392,78,120,25,4,8,38,19,8,51,41,2,2,7,3,14 +alomasa02,1994,1,CLE,AL,80,292,44,84,15,1,14,43,8,4,25,31,2,2,0,1,7 +aloumo01,1994,1,MON,NL,107,422,81,143,31,5,22,78,7,6,42,63,10,2,0,5,7 +alvarwi01,1994,1,CHA,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +amarari01,1994,1,SEA,AL,77,228,37,60,10,2,4,18,5,1,24,28,1,1,7,2,3 +amaroru02,1994,1,CLE,AL,26,23,5,5,1,0,2,5,2,1,2,3,0,0,0,0,0 +anderbr01,1994,1,BAL,AL,111,453,78,119,25,5,12,48,31,1,57,75,3,10,3,2,7 +anderbr02,1994,1,CAL,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +anderga01,1994,1,CAL,AL,5,13,0,5,0,0,0,1,0,0,0,2,0,0,0,0,0 +anderla02,1994,1,PHI,NL,29,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +anthoer01,1994,1,SEA,AL,79,262,31,62,14,1,10,30,6,2,23,66,4,0,2,1,7 +appieke01,1994,1,KCA,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +aquinlu01,1994,1,FLO,NL,29,6,1,1,0,0,0,0,0,0,0,0,0,0,1,0,0 +ariasal01,1994,1,FLO,NL,59,113,4,27,5,0,0,15,0,1,9,19,0,1,1,1,5 +armstja01,1994,1,TEX,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +arochre01,1994,1,SLN,NL,45,9,0,1,1,0,0,0,0,0,1,5,0,0,3,0,0 +ashbyan01,1994,1,SDN,NL,24,49,2,8,0,0,0,0,0,0,1,19,0,0,9,0,2 +ashlebi01,1994,1,LAN,NL,2,6,0,2,1,0,0,0,0,0,0,2,0,0,0,0,0 +assenpa01,1994,1,CHA,AL,44,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +astacpe01,1994,1,LAN,NL,23,47,2,3,0,0,0,0,0,0,0,22,0,0,4,0,0 +ausanjo01,1994,1,NYA,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ausmubr01,1994,1,SDN,NL,101,327,45,82,12,1,7,24,5,1,30,63,12,1,6,2,8 +averyst01,1994,1,ATL,NL,24,49,4,5,2,0,0,5,0,0,1,16,0,0,6,2,0 +ayalabo01,1994,1,SEA,AL,46,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +baergca01,1994,1,CLE,AL,103,442,81,139,32,2,19,80,8,2,10,45,1,6,3,8,10 +bagweje01,1994,1,HOU,NL,110,400,104,147,32,2,39,116,15,4,65,65,14,4,0,10,12 +baileco01,1994,1,BOS,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +baineha01,1994,1,BAL,AL,94,326,44,96,12,1,16,54,0,0,30,49,6,1,0,0,9 +ballaje01,1994,1,PIT,NL,28,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +bankhsc01,1994,1,BOS,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bankswi01,1994,1,CHN,NL,23,41,3,5,1,0,0,0,0,1,1,13,0,1,7,0,0 +barbebr01,1994,1,FLO,NL,107,372,40,112,20,2,5,31,2,0,23,65,3,9,2,0,4 +barnebr01,1994,1,CLE,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barnebr01,1994,2,LAN,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barnesk01,1994,1,DET,AL,24,21,4,6,0,0,1,4,0,1,0,2,0,0,0,0,1 +basske01,1994,1,HOU,NL,82,203,37,63,15,1,6,35,2,3,28,24,6,1,1,2,5 +batiski01,1994,1,PHI,NL,64,209,17,49,6,0,1,13,1,1,1,32,0,1,1,2,11 +bautida01,1994,1,DET,AL,31,99,12,23,4,1,4,15,1,2,3,18,0,0,0,0,3 +bautijo01,1994,1,CHN,NL,58,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +beanbi01,1994,1,SDN,NL,84,135,7,29,5,1,0,14,0,1,7,25,1,0,1,3,4 +beckeri01,1994,1,MIN,AL,28,98,12,26,3,0,1,8,6,1,13,25,0,0,1,0,2 +beckro01,1994,1,SFN,NL,48,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +bedrost01,1994,1,ATL,NL,46,2,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +belchti01,1994,1,DET,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +belinst01,1994,1,KCA,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bellde01,1994,1,SDN,NL,108,434,54,135,20,0,14,54,24,8,29,88,5,1,0,2,14 +belleal01,1994,1,CLE,AL,106,412,90,147,35,2,36,101,9,6,58,71,9,5,1,4,5 +bellira01,1994,1,ATL,NL,46,120,9,29,7,1,0,9,0,2,2,29,1,2,2,1,4 +bellja01,1994,1,PIT,NL,110,424,68,117,35,4,9,45,2,0,49,82,1,3,8,3,15 +bellju01,1994,1,MON,NL,38,97,12,27,4,0,2,10,4,0,15,21,0,0,1,1,1 +beltres01,1994,1,TEX,AL,48,131,12,37,5,0,0,12,2,5,16,25,0,0,5,1,3 +benavfr01,1994,1,MON,NL,47,85,8,16,5,1,0,6,0,0,3,15,1,1,0,1,2 +benesan01,1994,1,SDN,NL,25,49,2,8,1,0,0,7,0,0,1,22,0,0,13,0,3 +benitar01,1994,1,BAL,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +benjami01,1994,1,SFN,NL,38,62,9,16,5,1,1,9,5,0,5,16,1,3,5,0,1 +benzito01,1994,1,SFN,NL,107,328,32,87,13,2,9,31,2,1,17,84,4,2,3,2,3 +bereja01,1994,1,CHA,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bergmse01,1994,1,DET,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +berroge01,1994,1,OAK,AL,96,340,55,104,18,2,13,65,7,2,41,62,0,3,0,7,5 +berryda01,1994,1,BOS,AL,82,255,30,67,17,2,6,34,0,1,19,59,0,0,0,2,6 +berryse01,1994,1,MON,NL,103,320,43,89,19,2,11,41,14,0,32,50,7,3,2,2,7 +bicheda01,1994,1,COL,NL,116,484,74,147,33,2,27,95,21,8,19,70,3,4,0,2,17 +bielemi01,1994,1,ATL,NL,19,3,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +biggicr01,1994,1,HOU,NL,114,437,88,139,44,5,6,56,39,4,62,58,1,8,2,2,5 +blackbu02,1994,1,SFN,NL,10,17,0,1,0,0,0,1,0,0,0,5,0,0,5,0,0 +blairwi01,1994,1,COL,NL,47,6,0,0,0,0,0,0,0,0,0,5,0,0,0,0,0 +blausje01,1994,1,ATL,NL,96,380,56,98,21,4,6,45,1,3,38,64,0,5,5,6,11 +blossgr01,1994,1,BOS,AL,5,11,2,1,0,0,0,1,0,0,4,4,0,0,0,0,0 +blowemi01,1994,1,SEA,AL,85,270,37,78,13,0,9,49,2,2,25,60,2,1,1,3,12 +boevejo01,1994,1,DET,AL,46,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bogarti01,1994,1,NYN,NL,50,52,5,8,0,0,2,5,1,0,4,11,1,0,2,1,1 +boggswa01,1994,1,NYA,AL,97,366,61,125,19,1,11,55,2,1,61,29,3,1,2,4,10 +bohanbr01,1994,1,TEX,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +boltoto01,1994,1,BAL,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bondsba01,1994,1,SFN,NL,112,391,89,122,18,1,37,81,29,9,74,43,18,6,0,3,3 +bonesri01,1994,1,ML4,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bonilbo01,1994,1,NYN,NL,108,403,60,117,24,1,20,67,1,3,55,101,9,0,0,2,10 +boonebr01,1994,1,CIN,NL,108,381,59,122,25,2,12,68,3,4,24,74,1,8,5,6,10 +bordepa01,1994,1,TOR,AL,85,295,24,73,13,1,3,26,1,1,15,50,0,0,1,0,7 +bordimi01,1994,1,OAK,AL,114,391,38,99,18,4,2,37,7,2,38,44,1,3,3,5,9 +borlato02,1994,1,PHI,NL,24,3,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0 +bosioch01,1994,1,SEA,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +boskish01,1994,1,CHN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +boskish01,1994,2,PHI,NL,19,26,2,3,1,1,0,2,0,0,3,7,0,0,1,0,0 +boskish01,1994,3,SEA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bostoda01,1994,1,NYA,AL,52,77,11,14,2,0,4,14,0,1,6,20,0,1,0,0,0 +bottari01,1994,1,PHI,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +botteke01,1994,1,COL,NL,15,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +botteke01,1994,2,SFN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bouchde01,1994,1,MON,NL,10,3,1,1,1,0,0,0,0,0,0,1,0,0,1,0,0 +bournra01,1994,1,LAN,NL,40,116,2,26,3,1,0,11,0,0,9,5,1,2,5,0,4 +bowenry01,1994,1,FLO,NL,8,14,2,5,2,0,0,0,0,0,1,4,0,0,1,0,0 +bowieji01,1994,1,OAK,AL,6,14,0,3,0,0,0,0,0,0,0,2,0,0,1,0,1 +braggda01,1994,1,SEA,AL,8,19,4,3,1,0,0,2,0,0,2,5,1,0,0,0,0 +bransje01,1994,1,CIN,NL,58,109,18,31,4,1,6,16,0,0,5,16,2,0,2,0,4 +brantje01,1994,1,CIN,NL,50,3,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +breamsi01,1994,1,HOU,NL,46,61,7,21,5,0,0,7,0,1,9,9,1,0,0,0,2 +brewebi01,1994,1,KCA,AL,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brinkbr01,1994,1,SFN,NL,4,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +briscjo01,1994,1,OAK,AL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brocado01,1994,1,SDN,NL,14,2,2,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +brognri01,1994,1,NYN,NL,39,131,16,46,11,2,7,20,1,0,6,29,0,0,1,0,2 +bronkje01,1994,1,ML4,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brookhu01,1994,1,KCA,AL,34,61,5,14,2,0,1,14,1,0,2,10,0,0,0,4,2 +brosisc01,1994,1,OAK,AL,96,324,31,77,14,1,14,49,2,6,24,57,0,2,4,6,7 +brownja03,1994,1,ATL,NL,17,15,3,2,1,0,1,1,0,0,0,2,0,0,1,0,1 +brownje01,1994,1,FLO,NL,101,329,42,97,17,4,3,30,3,0,52,23,3,2,3,2,5 +brownke01,1994,1,TEX,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brownto05,1994,1,CIN,NL,7,14,1,2,1,0,0,0,0,0,0,6,0,0,2,0,0 +browsc01,1994,1,TOR,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brumfja01,1994,1,CIN,NL,68,122,36,38,10,2,4,11,6,3,15,18,0,0,2,2,3 +brumldu01,1994,1,TEX,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brumlmi02,1994,1,OAK,AL,11,25,0,6,0,0,0,2,0,0,1,8,0,0,0,0,0 +brunato01,1994,1,ML4,AL,16,28,2,6,2,0,0,0,0,0,1,9,0,0,0,0,1 +brunato01,1994,2,BOS,AL,48,177,22,42,10,1,10,34,0,2,23,48,1,0,0,4,2 +buckega02,1994,1,SLN,NL,10,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +buechst01,1994,1,CHN,NL,104,339,33,82,11,1,14,52,1,0,39,80,2,4,2,3,8 +buforda01,1994,1,BAL,AL,4,2,2,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +buhneja01,1994,1,SEA,AL,101,358,74,100,23,4,21,68,0,1,66,63,3,5,2,5,7 +bulliji01,1994,1,CHN,NL,33,22,0,3,2,0,0,4,0,0,2,8,0,0,5,0,0 +burbada01,1994,1,SFN,NL,57,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +burkejo03,1994,1,SFN,NL,25,51,1,3,0,0,0,0,0,0,1,21,0,0,3,0,1 +burksel01,1994,1,COL,NL,42,149,33,48,8,3,13,24,3,1,16,39,3,0,0,0,3 +burnije01,1994,1,NYN,NL,45,143,26,34,4,0,3,15,1,1,23,45,0,1,1,0,2 +burrote01,1994,1,TEX,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +butchmi01,1994,1,CAL,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +butlebr01,1994,1,LAN,NL,111,417,79,131,13,9,8,33,27,8,68,52,0,2,7,2,2 +butlero01,1994,1,TOR,AL,41,74,13,13,0,1,0,5,0,1,7,8,0,1,4,2,3 +cadargr01,1994,1,TOR,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cadargr01,1994,2,DET,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +caminke01,1994,1,HOU,NL,111,406,63,115,28,2,18,75,4,3,43,71,13,2,0,3,8 +campbke01,1994,1,MIN,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +campbmi01,1994,1,SDN,NL,3,3,0,1,0,0,0,2,0,0,0,1,0,0,0,0,0 +candito01,1994,1,LAN,NL,23,50,2,7,1,0,0,3,0,0,1,9,0,0,7,0,0 +cangejo01,1994,1,NYN,NL,62,111,14,28,4,0,0,4,5,1,19,20,1,2,3,0,1 +cansejo01,1994,1,TEX,AL,111,429,88,121,19,2,31,90,15,8,69,114,8,5,0,2,20 +carpecr01,1994,1,TEX,AL,47,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +carrahe01,1994,1,CIN,NL,45,6,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +carrch02,1994,1,FLO,NL,106,433,61,114,19,2,2,30,32,8,22,71,1,5,6,2,5 +carrema01,1994,1,SFN,NL,51,100,8,27,4,0,3,20,0,0,7,20,0,2,0,2,1 +carrima01,1994,1,FLO,NL,80,136,13,34,7,0,0,9,3,3,9,31,0,0,0,1,5 +cartean01,1994,1,PHI,NL,20,6,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +cartejo01,1994,1,TOR,AL,111,435,70,118,25,2,27,103,11,0,33,64,6,2,0,13,6 +casiala01,1994,1,MIN,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +casiala01,1994,2,CLE,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +castifr01,1994,1,CHN,NL,4,9,0,0,0,0,0,0,0,0,1,4,0,0,0,0,0 +castiju02,1994,1,NYN,NL,2,5,0,1,0,0,0,1,0,0,0,1,0,0,0,0,0 +castito02,1994,1,TOR,AL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +castivi02,1994,1,COL,NL,52,130,16,43,11,1,3,18,2,1,7,23,1,0,1,3,3 +cedenan01,1994,1,HOU,NL,98,342,38,90,26,0,9,49,1,1,29,79,15,8,0,1,5 +cedendo01,1994,1,TOR,AL,47,97,14,19,2,3,0,10,1,2,10,31,0,0,3,4,1 +chambwe01,1994,1,PHI,NL,24,69,7,19,5,0,2,6,0,0,3,12,0,0,0,0,3 +chambwe01,1994,2,BOS,AL,51,164,13,42,9,1,4,20,0,2,12,38,2,0,0,0,6 +cianfar01,1994,1,SDN,NL,59,146,9,32,8,0,4,13,2,0,3,39,0,4,1,2,2 +cimorfr01,1994,1,SLN,NL,11,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cirilje01,1994,1,ML4,AL,39,126,17,30,9,0,3,12,0,1,11,16,0,2,0,0,4 +clarkda05,1994,1,PIT,NL,86,223,37,66,11,1,10,46,2,2,22,48,0,0,1,3,5 +clarkma01,1994,1,CLE,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clarkph02,1994,1,SDN,NL,61,149,14,32,6,0,5,20,1,2,5,17,1,3,0,3,1 +clarkwi02,1994,1,TEX,AL,110,389,73,128,24,2,13,80,5,1,71,59,11,3,0,6,5 +claytro01,1994,1,SFN,NL,108,385,38,91,14,6,3,30,23,3,30,74,2,3,3,2,7 +clemero02,1994,1,BOS,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +colbrgr01,1994,1,FLO,NL,47,155,17,47,10,0,6,31,1,1,9,27,0,2,0,2,3 +coleal01,1994,1,MIN,AL,105,345,68,102,15,5,4,23,29,8,44,60,2,1,6,2,3 +colemvi01,1994,1,KCA,AL,104,438,61,105,14,12,2,33,50,8,29,72,0,1,4,5,2 +colesda01,1994,1,TOR,AL,48,143,15,30,6,1,4,15,0,0,10,25,0,1,0,2,2 +coneda01,1994,1,KCA,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +coninje01,1994,1,FLO,NL,115,451,60,144,27,6,18,82,1,2,40,92,4,1,0,4,8 +conveji01,1994,1,SEA,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cookde01,1994,1,CHA,AL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cookest01,1994,1,PIT,NL,25,42,2,8,1,0,0,0,0,0,0,12,0,0,5,0,0 +coolbsc01,1994,1,SLN,NL,15,21,4,4,0,0,2,6,0,0,1,4,0,0,0,1,3 +coopesc01,1994,1,BOS,AL,104,369,49,104,16,4,13,53,0,3,30,65,2,1,1,5,6 +corajo01,1994,1,CHA,AL,90,312,55,86,13,4,2,30,8,4,38,32,0,2,11,5,8 +cordewi01,1994,1,MON,NL,110,415,65,122,30,3,15,63,16,3,41,62,3,6,2,3,8 +cormirh01,1994,1,SLN,NL,8,14,2,4,0,0,0,1,0,0,1,2,0,1,0,0,0 +cornebr01,1994,1,TOR,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +correro01,1994,1,CAL,AL,6,17,4,4,1,0,0,0,0,0,0,0,0,2,0,0,0 +coxda01,1994,1,TOR,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +crimch01,1994,1,CHN,NL,49,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +crometr01,1994,1,SLN,NL,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cruzfa01,1994,1,OAK,AL,17,28,2,3,0,0,0,0,0,0,4,6,0,0,0,0,0 +cummijo01,1994,1,SEA,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cummimi01,1994,1,PIT,NL,24,86,11,21,4,0,1,12,0,0,4,18,0,1,0,1,0 +curtich01,1994,1,CAL,AL,114,453,67,116,23,4,11,50,25,11,37,69,0,5,7,4,10 +cuylemi01,1994,1,DET,AL,48,116,20,28,3,1,1,11,5,3,13,21,0,1,2,2,3 +czajkji01,1994,1,COL,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +daalom01,1994,1,LAN,NL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dalesma01,1994,1,CAL,AL,19,25,5,5,1,0,1,2,0,0,2,4,0,0,0,0,2 +darliro01,1994,1,OAK,AL,27,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +darwida01,1994,1,BOS,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +darwije01,1994,1,SEA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +daultda01,1994,1,PHI,NL,69,257,43,77,17,1,15,56,4,1,33,43,2,1,0,1,3 +davisbu02,1994,1,TEX,AL,4,17,2,4,3,0,0,0,1,0,0,3,0,0,0,0,0 +davisch01,1994,1,CAL,AL,108,392,72,122,18,1,26,84,3,2,69,84,11,1,0,6,12 +daviser01,1994,1,DET,AL,37,120,19,22,4,0,3,13,5,0,18,45,0,0,0,0,4 +davisma01,1994,1,SDN,NL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +davisru01,1994,1,NYA,AL,4,14,0,2,0,0,0,1,0,0,0,4,0,0,0,0,1 +davisst02,1994,1,DET,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +davisti01,1994,1,SEA,AL,42,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dawsoan01,1994,1,BOS,AL,75,292,34,70,18,0,16,48,2,2,9,53,3,4,0,1,15 +dejesjo01,1994,1,KCA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +deleojo01,1994,1,CHA,AL,42,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +delgaca01,1994,1,TOR,AL,43,130,17,28,2,0,9,24,1,1,25,46,4,3,0,1,5 +delucri01,1994,1,CIN,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +deshaji01,1994,1,MIN,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +deshide01,1994,1,LAN,NL,89,320,51,80,11,3,2,33,27,7,54,53,0,0,1,1,9 +destror01,1994,1,FLO,NL,39,130,12,27,4,0,5,15,1,0,19,32,1,2,0,1,2 +dettmjo01,1994,1,TEX,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +devermi01,1994,1,BAL,AL,85,301,35,61,8,2,9,33,1,2,22,72,0,1,2,4,6 +deweyma01,1994,1,PIT,NL,45,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +diazal01,1994,1,ML4,AL,79,187,17,47,5,7,1,17,5,5,10,19,1,0,3,3,5 +diazma01,1994,1,FLO,NL,32,77,10,25,4,2,0,11,0,0,6,6,0,1,0,1,1 +dipotje01,1994,1,CLE,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +disarga01,1994,1,CAL,AL,112,389,53,101,14,2,3,33,3,7,18,28,0,2,10,2,10 +dixonst01,1994,1,SLN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +doherjo02,1994,1,DET,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +donnech01,1994,1,HOU,NL,54,86,12,23,5,0,3,5,1,0,13,18,0,0,0,0,1 +dopsojo01,1994,1,CAL,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dorsebr01,1994,1,CIN,NL,76,216,21,53,8,0,5,26,0,0,21,33,7,1,1,2,10 +drabedo01,1994,1,HOU,NL,24,58,4,14,0,1,0,6,0,0,0,10,0,2,4,1,0 +drahmbr01,1994,1,FLO,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dreifda01,1994,1,LAN,NL,28,1,0,1,0,0,0,1,0,0,0,0,0,0,1,0,0 +dreyest01,1994,1,TEX,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +duceyro01,1994,1,TEX,AL,11,29,1,5,1,0,0,1,0,0,2,1,0,0,0,0,1 +duncama01,1994,1,PHI,NL,88,347,49,93,22,1,8,48,10,2,17,72,1,4,2,4,10 +dunnst02,1994,1,MIN,AL,14,35,2,8,5,0,0,4,0,0,1,12,0,0,0,0,1 +dunstsh01,1994,1,CHN,NL,88,331,38,92,19,0,11,35,3,8,16,48,3,2,5,2,4 +dyermi01,1994,1,PIT,NL,14,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dykstle01,1994,1,PHI,NL,84,315,68,86,26,5,5,24,15,4,68,44,11,2,0,1,3 +easleda01,1994,1,CAL,AL,88,316,41,68,16,1,6,30,4,5,29,48,0,4,4,2,8 +eckerde01,1994,1,OAK,AL,45,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +edensto01,1994,1,HOU,NL,39,2,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +edensto01,1994,2,PHI,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +edmonji01,1994,1,CAL,AL,94,289,35,79,13,1,5,37,4,2,30,72,3,1,1,1,3 +eenhoro01,1994,1,NYA,AL,3,4,1,2,1,0,0,0,0,0,0,0,0,0,0,0,0 +eichhma01,1994,1,BAL,AL,43,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +eischjo01,1994,1,MON,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +eisenji01,1994,1,PHI,NL,104,290,42,87,15,4,4,43,6,2,33,31,3,1,3,2,8 +eldreca01,1994,1,ML4,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +elliodo01,1994,1,SDN,NL,30,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +elsteke01,1994,1,NYA,AL,7,20,0,0,0,0,0,0,0,0,1,6,0,0,1,0,0 +ericksc01,1994,1,MIN,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +espinal01,1994,1,CLE,AL,90,231,27,55,13,0,1,19,1,3,6,33,0,1,4,2,7 +eusebto01,1994,1,HOU,NL,55,159,18,47,9,1,5,30,0,1,8,33,0,0,2,5,4 +evereca01,1994,1,FLO,NL,16,51,7,11,1,0,2,6,4,0,3,15,0,0,0,0,0 +eversbr01,1994,1,SLN,NL,40,6,0,0,0,0,0,0,0,0,0,3,0,0,2,0,0 +fabrejo01,1994,1,CAL,AL,43,127,12,36,3,0,0,16,2,1,7,18,1,0,1,0,5 +fajarhe01,1994,1,TEX,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +faneyri01,1994,1,SFN,NL,19,26,1,3,3,0,0,4,0,0,3,11,0,0,0,0,1 +farrejo03,1994,1,CAL,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +farrst01,1994,1,CLE,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +farrst01,1994,2,BOS,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fasseje01,1994,1,MON,NL,21,44,1,3,0,1,0,0,0,0,2,27,0,0,9,0,0 +feldemi01,1994,1,HOU,NL,58,117,10,28,2,2,0,13,3,0,4,12,0,0,2,0,1 +felixju01,1994,1,DET,AL,86,301,54,92,25,1,13,49,1,6,26,76,2,8,0,4,6 +fermife01,1994,1,SEA,AL,101,379,52,120,21,0,1,35,4,4,11,22,0,4,12,5,9 +fernaal01,1994,1,CHA,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fernasi01,1994,1,BAL,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fernato01,1994,1,CIN,NL,104,366,50,102,18,6,8,50,12,7,44,40,8,5,4,3,5 +fettemi01,1994,1,ML4,AL,42,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fieldce01,1994,1,DET,AL,109,425,67,110,16,2,28,90,0,0,50,110,4,2,0,4,17 +finlech01,1994,1,CAL,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +finlest01,1994,1,HOU,NL,94,373,64,103,16,5,11,33,13,7,28,52,0,2,13,1,3 +finnvga01,1994,1,BOS,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +flahejo01,1994,1,DET,AL,34,40,2,6,1,0,0,4,0,1,1,11,0,0,2,1,1 +flemida01,1994,1,SEA,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fletcda01,1994,1,MON,NL,94,285,28,74,18,1,10,57,0,0,25,23,4,3,0,12,6 +fletcsc01,1994,1,BOS,AL,63,185,31,42,9,1,3,11,8,1,16,14,1,2,3,0,7 +floribr01,1994,1,SDN,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +floydcl01,1994,1,MON,NL,100,334,43,94,19,4,4,41,10,3,24,63,0,3,2,3,3 +foleyto02,1994,1,PIT,NL,59,123,13,29,7,0,3,15,0,0,13,18,2,0,0,1,1 +fortuti01,1994,1,CIN,NL,25,3,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +fossato01,1994,1,BOS,AL,44,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fosteke01,1994,1,CHN,NL,13,27,2,2,0,0,0,0,0,0,1,12,0,0,3,0,0 +foxer01,1994,1,OAK,AL,26,44,7,9,2,0,1,1,2,0,3,8,0,0,0,0,0 +francjo01,1994,1,NYN,NL,47,3,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +francju01,1994,1,CHA,AL,112,433,72,138,19,2,20,98,8,1,62,75,4,5,0,5,14 +frascjo01,1994,1,SLN,NL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +frasewi01,1994,1,FLO,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +frazilo01,1994,1,MON,NL,76,140,25,38,3,1,0,14,20,4,18,23,0,1,1,0,1 +freemma02,1994,1,COL,NL,19,36,5,4,1,0,1,3,0,0,1,21,0,2,3,0,0 +freyst01,1994,1,SFN,NL,44,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +frohwto01,1994,1,BOS,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fryeje01,1994,1,TEX,AL,57,205,37,67,20,3,0,18,6,1,29,23,0,1,5,3,1 +frymatr01,1994,1,DET,AL,114,464,66,122,34,5,18,85,2,2,45,128,1,5,1,13,6 +gaettga01,1994,1,KCA,AL,90,327,53,94,15,3,12,57,0,2,19,63,3,2,1,3,9 +gagnegr01,1994,1,KCA,AL,107,375,39,97,23,3,7,51,10,17,27,79,0,4,2,1,8 +galaran01,1994,1,COL,NL,103,417,77,133,21,0,31,85,8,3,19,93,8,8,0,5,10 +gallada01,1994,1,ATL,NL,89,152,27,34,5,0,2,14,0,2,22,17,2,1,2,0,5 +gallemi01,1994,1,NYA,AL,89,306,39,73,17,1,6,41,0,1,38,46,1,4,5,4,4 +garagke01,1994,1,MIN,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +garcica01,1994,1,PIT,NL,98,412,49,114,15,2,6,28,18,9,16,67,2,4,1,1,6 +gardimi01,1994,1,DET,AL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gardnje01,1994,1,MON,NL,18,32,4,7,0,1,0,1,0,0,3,5,0,0,0,0,1 +gardnma01,1994,1,FLO,NL,20,25,0,1,0,0,0,0,0,0,0,10,0,1,4,0,0 +gatesbr01,1994,1,OAK,AL,64,233,29,66,11,1,2,24,3,0,21,32,1,1,3,6,8 +gibsoki01,1994,1,DET,AL,98,330,71,91,17,2,23,72,4,5,42,69,3,3,2,5,2 +gibsopa01,1994,1,NYA,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gilkebe01,1994,1,SLN,NL,105,380,52,96,22,1,6,45,15,8,39,65,2,10,0,2,6 +girarjo01,1994,1,COL,NL,93,330,47,91,9,4,4,34,3,3,21,48,1,2,6,2,13 +glavito02,1994,1,ATL,NL,26,56,4,10,1,0,0,3,0,0,5,15,0,0,9,0,0 +glinage01,1994,1,SEA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +goffje01,1994,1,PIT,NL,8,25,0,2,0,0,0,1,0,0,0,11,0,0,1,0,1 +gohrgr01,1994,1,DET,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gomezch02,1994,1,DET,AL,84,296,32,76,19,0,8,53,5,3,33,64,0,3,3,1,8 +gomezle02,1994,1,BAL,AL,84,285,46,78,20,0,15,56,0,0,41,55,0,3,0,4,5 +gomezpa01,1994,1,SFN,NL,26,2,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +gonzaal01,1994,1,TOR,AL,15,53,7,8,3,1,0,1,3,0,4,17,0,1,1,0,2 +gonzaju03,1994,1,TEX,AL,107,422,57,116,18,4,19,85,6,4,30,66,10,7,0,4,18 +gonzalu01,1994,1,HOU,NL,112,392,57,107,29,4,8,67,15,13,49,57,6,3,0,6,10 +gonzare01,1994,1,CLE,AL,22,23,6,8,1,1,1,5,2,0,5,3,0,0,1,1,0 +goodedw01,1994,1,NYN,NL,7,12,1,2,0,0,0,2,0,0,0,1,0,0,4,0,0 +goodwto01,1994,1,KCA,AL,2,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +gordoto01,1994,1,KCA,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gossari01,1994,1,SEA,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gottji01,1994,1,LAN,NL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gozzoma01,1994,1,NYN,NL,23,16,1,4,1,0,0,1,0,0,1,3,0,0,1,0,0 +gracema01,1994,1,CHN,NL,106,403,55,120,23,3,6,44,0,1,48,41,5,0,0,3,10 +grahejo01,1994,1,CAL,AL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grangje01,1994,1,KCA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grebecr01,1994,1,CHA,AL,35,97,17,30,5,0,0,5,0,0,12,5,0,1,3,0,1 +greenmi01,1994,1,BOS,AL,95,327,60,88,25,1,11,45,2,2,38,26,6,4,0,5,12 +greensh01,1994,1,TOR,AL,14,33,1,3,1,0,0,1,1,0,1,8,0,0,0,0,1 +greento01,1994,1,PHI,NL,7,13,2,5,1,0,0,1,0,0,1,4,0,0,1,0,2 +greenwi01,1994,1,CIN,NL,16,37,5,8,2,0,0,3,0,0,6,14,1,0,0,1,1 +greerru01,1994,1,TEX,AL,80,277,36,87,16,1,10,46,0,0,46,46,2,2,2,4,3 +griffke02,1994,1,SEA,AL,111,433,94,140,24,4,40,90,11,3,56,73,19,2,0,2,9 +grimsja01,1994,1,CLE,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grissma02,1994,1,MON,NL,110,475,96,137,25,4,11,45,36,6,41,66,4,1,0,4,10 +groombu01,1994,1,DET,AL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grosske01,1994,1,LAN,NL,25,47,2,7,0,0,1,3,0,0,3,18,0,0,4,0,1 +guarded01,1994,1,MIN,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gubicma01,1994,1,KCA,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guilloz01,1994,1,CHA,AL,100,365,46,105,9,5,1,39,5,4,14,35,2,0,7,4,5 +gullibi01,1994,1,DET,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gundeer01,1994,1,NYN,NL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guthrma01,1994,1,MIN,AL,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gutieri01,1994,1,SDN,NL,90,275,27,66,11,2,1,28,2,6,32,54,1,2,2,3,8 +guzmajo01,1994,1,CHN,NL,4,8,0,0,0,0,0,0,0,0,1,4,0,0,0,0,0 +guzmaju01,1994,1,TOR,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gwynnch01,1994,1,LAN,NL,58,71,9,19,0,0,3,13,0,2,7,7,0,0,0,0,1 +gwynnto01,1994,1,SDN,NL,110,419,79,165,35,1,12,64,5,0,48,19,16,2,1,5,20 +habyajo01,1994,1,SLN,NL,52,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +halech01,1994,1,MIN,AL,67,118,13,31,9,0,1,11,0,2,16,14,1,1,1,2,2 +hallda01,1994,1,TOR,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +halljo02,1994,1,CHA,AL,17,28,6,11,3,0,1,5,0,0,2,4,0,1,0,0,2 +hamelbo01,1994,1,KCA,AL,101,312,64,88,25,1,24,65,4,3,56,62,3,1,0,5,4 +hamilda02,1994,1,ML4,AL,36,141,23,37,10,1,1,13,3,0,15,17,1,0,2,1,2 +hamiljo02,1994,1,SDN,NL,16,40,0,0,0,0,0,1,0,0,2,24,0,0,5,1,0 +hammaat01,1994,1,CHA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hammoch01,1994,1,FLO,NL,13,22,1,3,1,0,0,1,0,0,2,12,0,0,3,0,0 +hammoje01,1994,1,BAL,AL,68,250,45,74,18,2,8,31,5,0,17,39,1,2,0,5,3 +hamptmi01,1994,1,HOU,NL,44,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +haneych01,1994,1,KCA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +haneyto01,1994,1,CHN,NL,17,37,6,6,0,0,1,2,2,1,3,3,0,1,1,1,0 +hanseda01,1994,1,LAN,NL,40,44,3,15,3,0,0,5,0,0,5,5,0,0,0,0,0 +hansoer01,1994,1,CIN,NL,22,39,3,6,1,0,0,3,0,0,0,17,0,0,2,0,2 +haresh01,1994,1,NYN,NL,22,40,7,9,1,1,0,2,0,0,4,11,0,0,0,0,4 +harkemi01,1994,1,COL,NL,24,22,1,4,0,0,0,3,0,0,0,8,0,0,4,0,0 +harnipe01,1994,1,HOU,NL,18,35,5,6,3,0,0,0,0,0,0,10,0,0,2,0,1 +harpebr01,1994,1,ML4,AL,64,251,23,73,15,0,4,32,0,2,9,18,1,3,0,4,8 +harrige01,1994,1,SDN,NL,13,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +harrige01,1994,2,DET,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +harrigr01,1994,1,BOS,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +harrigr01,1994,2,NYA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +harrigr02,1994,1,COL,NL,29,40,2,7,2,0,0,2,0,0,2,15,0,0,4,0,1 +harrile01,1994,1,CIN,NL,66,100,13,31,3,1,0,14,7,2,5,13,0,0,0,1,0 +harvebr01,1994,1,FLO,NL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +haselbi01,1994,1,SEA,AL,38,83,11,16,7,1,1,8,1,0,3,11,0,1,1,0,2 +hatchbi01,1994,1,BOS,AL,44,164,24,40,9,1,1,18,4,5,11,14,0,1,3,2,3 +hatchbi01,1994,2,PHI,NL,43,134,15,33,5,1,2,13,4,1,6,14,0,0,2,4,2 +hayesch01,1994,1,COL,NL,113,423,46,122,23,4,10,50,3,6,36,71,4,3,0,1,11 +haynehe01,1994,1,MON,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +helfaer01,1994,1,OAK,AL,7,6,1,1,0,0,0,1,0,0,0,1,0,0,0,0,0 +helliri01,1994,1,TEX,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hemonsc01,1994,1,OAK,AL,91,198,23,44,11,0,3,20,7,6,16,51,0,0,2,0,5 +hendeda01,1994,1,KCA,AL,56,198,27,49,14,1,5,31,2,0,16,28,1,1,1,2,3 +henderi01,1994,1,OAK,AL,87,296,66,77,13,0,6,20,22,7,72,45,1,5,1,2,0 +hendero01,1994,1,MON,NL,3,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +henketo01,1994,1,TEX,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hennemi01,1994,1,DET,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +henrybu01,1994,1,MON,NL,24,31,5,9,1,0,0,2,0,0,3,6,0,0,5,0,1 +henrydo01,1994,1,ML4,AL,25,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +hentgpa01,1994,1,TOR,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +heredgi01,1994,1,MON,NL,39,16,1,5,0,0,0,1,0,0,0,2,0,0,0,0,0 +hernaca01,1994,1,LAN,NL,32,64,6,14,2,0,2,6,0,0,1,14,0,0,0,0,0 +hernaje02,1994,1,FLO,NL,21,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hernajo01,1994,1,CHN,NL,56,132,18,32,2,3,1,9,2,2,8,29,0,1,5,0,4 +hernaro01,1994,1,CHA,AL,45,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hernaxa01,1994,1,NYA,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hershor01,1994,1,LAN,NL,22,44,4,9,0,0,0,4,1,0,2,10,0,1,3,2,0 +heskejo01,1994,1,BOS,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hibbagr01,1994,1,SEA,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hickebr01,1994,1,SFN,NL,28,27,1,5,1,0,0,0,0,0,1,9,0,1,2,0,0 +higuete01,1994,1,ML4,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hillgl01,1994,1,CHN,NL,89,269,48,80,12,1,10,38,19,6,29,57,0,0,0,1,5 +hillke01,1994,1,MON,NL,24,48,1,7,0,0,0,2,0,0,3,17,0,0,16,0,2 +hillmer01,1994,1,NYN,NL,11,8,0,0,0,0,0,0,0,0,0,4,0,0,1,0,0 +hillmi01,1994,1,ATL,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hillmi01,1994,2,SEA,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hitchst01,1994,1,NYA,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hockide01,1994,1,MIN,AL,11,31,3,10,3,0,0,2,2,0,0,4,0,0,0,0,1 +hoffmtr01,1994,1,SDN,NL,47,3,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +hoilech01,1994,1,BAL,AL,99,332,45,82,10,0,19,53,2,0,63,73,2,5,1,4,6 +holbera01,1994,1,SDN,NL,5,5,1,1,0,0,0,0,0,0,0,4,0,0,0,0,0 +hollida01,1994,1,PHI,NL,44,162,28,36,7,1,4,26,1,0,23,32,0,4,0,3,6 +holmeda01,1994,1,COL,NL,29,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +honeyri01,1994,1,TEX,AL,42,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hopejo01,1994,1,PIT,NL,9,3,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +horsmvi01,1994,1,OAK,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +houghch01,1994,1,FLO,NL,21,33,1,4,0,0,0,0,0,0,1,9,0,0,4,0,3 +howarch01,1994,1,SEA,AL,9,25,2,5,1,0,0,2,0,0,1,6,0,1,1,1,0 +howarch02,1994,1,BOS,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +howarda02,1994,1,KCA,AL,46,83,9,19,4,0,1,13,3,2,11,23,0,0,3,3,1 +howarth01,1994,1,CIN,NL,83,178,24,47,11,0,5,24,4,2,10,30,1,0,3,1,2 +howelja01,1994,1,TEX,AL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +howest01,1994,1,NYA,AL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +howitda01,1994,1,CHA,AL,10,14,4,5,3,0,0,0,0,0,1,7,0,0,0,0,1 +hrbekke01,1994,1,MIN,AL,81,274,34,74,11,0,10,53,0,0,37,28,6,1,0,5,8 +hubbatr01,1994,1,COL,NL,18,25,3,7,1,1,1,3,0,0,3,4,0,0,0,0,1 +hudekjo01,1994,1,HOU,NL,42,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hudlere01,1994,1,CAL,AL,56,124,17,37,8,0,8,20,2,2,6,28,0,0,4,2,7 +huffmi01,1994,1,TOR,AL,80,207,31,63,15,3,3,25,2,1,27,27,2,3,0,0,6 +huletti01,1994,1,BAL,AL,36,92,11,21,2,1,2,15,0,0,12,24,0,0,1,1,2 +hulseda01,1994,1,TEX,AL,77,310,58,79,8,4,1,19,18,2,21,53,0,2,7,1,1 +hundlto01,1994,1,NYN,NL,91,291,45,69,10,1,16,42,2,1,25,73,4,3,3,1,3 +huntebr01,1994,1,PIT,NL,76,233,28,53,15,1,11,47,0,0,15,55,2,0,0,4,3 +huntebr01,1994,2,CIN,NL,9,23,6,7,1,0,4,10,0,0,2,1,0,0,0,1,0 +huntebr02,1994,1,HOU,NL,6,24,2,6,1,0,0,0,2,1,1,6,0,0,1,0,0 +hurstbr01,1994,1,TEX,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hurstja01,1994,1,TEX,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hurstjo01,1994,1,NYN,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +huttoma01,1994,1,NYA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hyersti01,1994,1,SDN,NL,52,118,13,30,3,0,0,7,3,0,9,15,0,0,2,0,1 +ignasmi01,1994,1,ML4,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ilslebl01,1994,1,CHN,NL,10,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +incavpe01,1994,1,PHI,NL,80,244,28,56,10,1,13,32,1,0,16,71,3,1,0,2,3 +ingraga01,1994,1,LAN,NL,26,78,10,22,1,0,3,8,0,0,7,22,3,0,1,0,3 +ingrari01,1994,1,DET,AL,12,23,3,5,0,0,0,2,0,1,1,2,0,0,0,1,0 +jacksbo01,1994,1,CAL,AL,75,201,23,56,7,0,13,43,1,0,20,72,2,1,0,2,2 +jacksch03,1994,1,TEX,AL,1,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jacksda02,1994,1,PHI,NL,26,57,3,9,2,1,0,7,0,0,2,24,0,0,9,0,1 +jacksda03,1994,1,CHA,AL,104,369,43,115,17,3,10,51,7,1,27,56,3,3,2,2,5 +jacksmi02,1994,1,SFN,NL,36,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +jacomja01,1994,1,NYN,NL,8,16,0,1,0,0,0,1,0,0,0,9,0,0,1,0,0 +jahajo01,1994,1,ML4,AL,84,291,45,70,14,0,12,39,3,3,32,75,3,10,1,4,8 +jamesch02,1994,1,TEX,AL,52,133,28,34,8,4,7,19,0,0,20,38,0,3,1,2,3 +jarvike01,1994,1,CIN,NL,6,4,0,1,0,0,0,1,0,0,0,1,0,0,2,0,0 +javiest01,1994,1,OAK,AL,109,419,75,114,23,0,10,44,24,7,49,76,1,2,7,3,7 +jeffcmi01,1994,1,FLO,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jeffegr01,1994,1,SLN,NL,103,397,52,129,27,1,12,55,12,5,45,26,12,1,0,4,9 +jeffere01,1994,1,SEA,AL,63,162,24,53,11,0,8,32,0,0,17,32,5,1,0,1,6 +jimenmi01,1994,1,OAK,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnsbr01,1994,1,SDN,NL,36,93,7,23,4,1,3,16,0,0,5,21,0,0,2,1,4 +johnsch04,1994,1,FLO,NL,4,11,5,5,1,0,1,4,0,0,1,4,0,0,0,1,1 +johnsda05,1994,1,CHA,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnser03,1994,1,SFN,NL,5,13,0,2,0,0,0,0,0,0,0,4,0,0,0,0,0 +johnsho01,1994,1,COL,NL,93,227,30,48,10,2,10,40,11,3,39,73,2,0,0,3,2 +johnsjo06,1994,1,PIT,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnsjo07,1994,1,FLO,NL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +johnsla03,1994,1,CHA,AL,106,412,56,114,11,14,3,54,26,6,26,23,5,2,0,3,8 +johnsra05,1994,1,SEA,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jonesbo03,1994,1,NYN,NL,24,46,3,5,1,0,0,1,0,0,0,19,0,0,8,0,0 +jonesch05,1994,1,COL,NL,21,40,6,12,2,1,0,2,0,1,2,14,1,0,0,0,1 +jonesdo01,1994,1,PHI,NL,47,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +jonesto02,1994,1,HOU,NL,48,5,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0 +jordabr01,1994,1,SLN,NL,53,178,14,46,8,2,5,15,4,3,16,40,0,1,0,2,6 +jordari02,1994,1,PHI,NL,72,220,29,62,14,2,8,37,0,0,6,32,1,1,0,1,7 +josefe01,1994,1,KCA,AL,99,366,56,111,28,1,11,55,10,12,35,75,6,0,0,2,9 +joynewa01,1994,1,KCA,AL,97,363,52,113,20,3,8,57,3,2,47,43,3,0,2,5,12 +judenje01,1994,1,PHI,NL,6,9,0,1,0,0,0,1,0,0,0,6,0,0,2,0,0 +justida01,1994,1,ATL,NL,104,352,61,110,16,2,19,59,2,4,69,45,5,2,0,1,8 +kamiesc01,1994,1,NYA,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +karkoro01,1994,1,CHA,AL,77,207,33,44,9,1,11,29,0,3,36,68,2,0,2,3,0 +karroer01,1994,1,LAN,NL,111,406,51,108,21,1,14,46,2,0,29,53,1,2,0,11,13 +karsast01,1994,1,OAK,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kellymi02,1994,1,ATL,NL,30,77,14,21,10,1,2,9,0,1,2,17,0,1,0,0,1 +kellypa03,1994,1,NYA,AL,93,286,35,80,21,2,3,41,6,5,19,51,1,5,14,5,10 +kellyro01,1994,1,CIN,NL,47,179,29,54,8,0,3,21,9,8,11,35,1,3,0,1,3 +kellyro01,1994,2,ATL,NL,63,255,44,73,15,3,6,24,10,3,24,36,0,0,0,2,5 +kentje01,1994,1,NYN,NL,107,415,53,121,24,5,14,68,1,4,23,84,3,10,1,3,7 +keyji01,1994,1,NYA,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kiefema01,1994,1,ML4,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kileda01,1994,1,HOU,NL,24,47,3,7,4,0,0,2,0,0,0,28,0,1,9,0,0 +kingemi01,1994,1,COL,NL,105,301,56,105,27,8,4,41,5,7,30,26,2,2,5,8,8 +kingje01,1994,1,PIT,NL,94,339,36,89,23,0,5,42,3,2,30,38,1,0,2,7,7 +kingke01,1994,1,SEA,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kirbywa01,1994,1,CLE,AL,78,191,33,56,6,0,5,23,11,4,13,30,0,1,2,0,1 +kleskry01,1994,1,ATL,NL,92,245,42,68,13,3,17,47,1,0,26,48,3,1,0,4,8 +klingsc01,1994,1,BAL,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +knoblch01,1994,1,MIN,AL,109,445,85,139,45,3,5,51,35,6,41,56,2,10,0,3,13 +knorrra01,1994,1,TOR,AL,40,124,20,30,2,0,7,19,0,0,10,35,0,1,0,1,7 +knudsku01,1994,1,DET,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kosloke01,1994,1,KCA,AL,2,4,2,1,0,0,0,0,0,0,2,1,1,0,0,0,0 +kreutch01,1994,1,DET,AL,65,170,17,38,8,0,1,19,0,1,28,36,0,0,2,4,3 +kruegbi01,1994,1,DET,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kruegbi01,1994,2,SDN,NL,8,12,1,6,1,0,0,0,0,0,0,3,0,0,2,0,0 +krukjo01,1994,1,PHI,NL,75,255,35,77,17,0,5,38,4,1,42,51,4,0,0,4,9 +langsma01,1994,1,CAL,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lankfra01,1994,1,SLN,NL,109,416,89,111,25,5,19,57,11,10,58,113,3,4,0,4,0 +lansimi01,1994,1,MON,NL,106,394,44,105,21,2,5,35,12,8,30,37,3,7,2,2,10 +larkiba01,1994,1,CIN,NL,110,427,78,119,23,5,9,52,26,2,64,58,3,0,5,5,6 +lavalmi01,1994,1,CHA,AL,59,139,6,39,4,0,1,24,0,2,20,15,0,1,9,3,4 +learyti01,1994,1,TEX,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leema02,1994,1,TEX,AL,95,335,41,93,18,2,2,38,3,1,21,66,0,0,6,1,8 +leffecr01,1994,1,CAL,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leftwph01,1994,1,CAL,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leipeda01,1994,1,OAK,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leiteal01,1994,1,TOR,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leitema01,1994,1,CAL,AL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leiussc01,1994,1,MIN,AL,97,350,57,86,16,1,14,49,2,4,37,58,0,1,1,2,9 +lemkema01,1994,1,ATL,NL,104,350,40,103,15,0,3,31,0,3,38,37,12,0,6,0,11 +leonama01,1994,1,SFN,NL,14,11,2,4,1,1,0,2,0,0,3,2,0,0,0,0,0 +leskacu01,1994,1,COL,NL,8,6,1,1,1,0,0,2,0,0,0,2,0,0,0,0,0 +levisje01,1994,1,CLE,AL,1,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +lewisda01,1994,1,SFN,NL,114,451,70,116,15,9,4,29,30,13,53,50,0,4,4,1,6 +lewisma01,1994,1,CLE,AL,20,73,6,15,5,0,1,8,1,0,2,13,0,0,1,0,2 +lewisri01,1994,1,FLO,NL,45,5,1,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +lewissc01,1994,1,CAL,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leyriji01,1994,1,NYA,AL,75,249,47,66,12,0,17,58,0,0,35,61,1,6,0,3,9 +liebejo01,1994,1,PIT,NL,17,39,3,4,1,0,0,0,0,0,1,14,0,0,2,0,3 +liebemi01,1994,1,PHI,NL,24,79,6,21,3,1,1,5,0,0,3,5,0,1,1,0,4 +lillide01,1994,1,CLE,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +limajo01,1994,1,DET,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lindeji01,1994,1,NYN,NL,52,137,18,37,8,1,7,20,0,0,6,35,2,1,0,1,0 +lindjo01,1994,1,KCA,AL,85,290,34,78,16,2,1,31,9,5,16,34,1,0,8,1,7 +lintodo01,1994,1,NYN,NL,32,7,0,0,0,0,0,0,0,0,0,3,0,0,2,0,0 +liriane01,1994,1,COL,NL,87,255,39,65,17,5,3,31,0,2,42,44,5,0,3,3,4 +listapa01,1994,1,ML4,AL,16,54,8,16,3,0,0,2,2,1,3,8,0,0,0,0,1 +littogr01,1994,1,BOS,AL,11,21,2,2,0,0,0,1,0,0,0,5,0,0,0,1,0 +livinsc01,1994,1,DET,AL,15,23,0,5,1,0,0,1,0,0,1,4,0,0,0,0,0 +livinsc01,1994,2,SDN,NL,57,180,11,49,12,1,2,10,2,2,6,22,0,0,0,1,5 +lloydgr01,1994,1,ML4,AL,43,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lockhke01,1994,1,SDN,NL,27,43,4,9,0,0,2,6,1,0,4,10,0,1,1,1,2 +loftoke01,1994,1,CLE,AL,112,459,105,160,32,9,12,57,60,12,52,56,5,2,4,6,5 +longmto01,1994,1,PHI,NL,69,139,10,33,11,0,0,17,2,1,10,27,1,1,1,2,5 +loonebr01,1994,1,MON,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lopezal02,1994,1,CLE,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lopezja01,1994,1,ATL,NL,80,277,27,68,9,0,13,35,0,2,17,61,0,5,2,2,12 +lopezlu02,1994,1,SDN,NL,77,235,29,65,16,1,2,20,3,2,15,39,2,3,2,2,7 +lorraan01,1994,1,CAL,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lovulto01,1994,1,SEA,AL,36,72,9,16,5,0,2,7,1,0,9,13,1,0,0,0,2 +mabryjo01,1994,1,SLN,NL,6,23,2,7,3,0,0,3,0,0,2,4,0,0,0,0,0 +macfami01,1994,1,KCA,AL,92,314,53,80,17,3,14,47,1,0,35,71,1,18,0,3,9 +mackqu01,1994,1,SEA,AL,5,21,1,5,3,0,0,2,2,0,1,3,0,0,0,0,0 +macksh01,1994,1,MIN,AL,81,303,55,101,21,2,15,61,4,1,32,51,1,6,1,5,11 +maddugr01,1994,1,ATL,NL,25,63,5,14,2,0,0,2,0,0,1,19,0,0,9,0,2 +maddumi01,1994,1,NYN,NL,27,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +magadda01,1994,1,FLO,NL,74,211,30,58,7,0,1,17,0,0,39,25,0,1,0,3,8 +magnami01,1994,1,KCA,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +magrajo01,1994,1,CAL,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mahompa01,1994,1,MIN,AL,22,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +maksumi01,1994,1,CHN,NL,26,26,6,7,2,0,0,4,0,1,10,4,0,0,0,0,0 +maldoca01,1994,1,CLE,AL,42,92,14,18,5,1,5,12,1,1,19,31,1,0,0,0,1 +manwaki01,1994,1,SFN,NL,97,316,30,79,17,1,1,29,1,1,25,50,3,3,4,3,10 +manzajo01,1994,1,NYN,NL,37,4,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +manzara01,1994,1,PIT,NL,46,3,0,2,1,0,0,2,0,0,0,0,0,0,0,0,0 +marshto01,1994,1,PHI,NL,8,18,3,5,1,1,0,3,0,0,1,1,0,0,1,0,0 +martial03,1994,1,PIT,NL,82,276,48,79,12,4,9,33,15,6,34,56,3,2,0,1,3 +martida01,1994,1,SFN,NL,97,235,23,58,9,3,4,27,3,4,21,22,1,2,2,0,6 +martide01,1994,1,CLE,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +martied01,1994,1,SEA,AL,89,326,47,93,23,1,13,51,6,2,53,42,3,3,2,3,2 +martijo06,1994,1,SDN,NL,4,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +martino01,1994,1,CHA,AL,45,131,19,36,7,1,1,16,4,2,9,16,0,0,3,2,2 +martipe02,1994,1,MON,NL,24,44,1,4,0,1,0,5,0,0,3,21,0,0,5,1,1 +martipe03,1994,1,SDN,NL,48,5,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +martira02,1994,1,LAN,NL,24,66,4,18,3,0,0,3,0,2,1,18,0,0,5,0,1 +martiti02,1994,1,SEA,AL,97,329,42,86,21,0,20,61,1,2,29,52,2,1,4,3,9 +masonro01,1994,1,PHI,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +masonro01,1994,2,NYN,NL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mathemi01,1994,1,ML4,AL,28,53,3,12,3,0,1,2,0,1,3,13,0,2,1,0,1 +mathete01,1994,1,FLO,NL,24,6,1,3,1,0,0,0,0,0,0,2,0,0,0,0,0 +matosfr01,1994,1,OAK,AL,14,28,1,7,1,0,0,2,1,0,1,2,0,0,0,1,1 +mattido01,1994,1,NYA,AL,97,372,62,113,20,1,6,51,0,0,60,24,7,0,0,4,8 +mauseti01,1994,1,SDN,NL,35,4,0,1,0,0,0,0,0,0,1,3,0,0,1,0,0 +mayde01,1994,1,CHN,NL,100,345,43,98,19,2,8,51,3,2,30,34,4,0,1,2,11 +maynebr01,1994,1,KCA,AL,46,144,19,37,5,1,2,20,1,0,14,27,1,0,0,0,3 +mccarda01,1994,1,MIN,AL,44,131,21,34,8,2,1,12,2,1,7,32,1,5,0,0,3 +mccaski01,1994,1,CHA,AL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcclell01,1994,1,PIT,NL,51,92,9,22,4,0,4,12,0,1,4,11,0,1,0,0,1 +mcdavra01,1994,1,SDN,NL,9,28,2,7,1,0,0,2,1,0,1,8,0,0,0,0,0 +mcdonbe01,1994,1,BAL,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcdowja01,1994,1,CHA,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcdowod01,1994,1,TEX,AL,59,183,34,48,5,1,1,15,14,2,28,39,0,0,6,3,3 +mcdowro01,1994,1,LAN,NL,32,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +mcelrch01,1994,1,CIN,NL,52,6,0,1,0,0,0,1,0,0,0,3,0,0,0,0,0 +mcgeewi01,1994,1,SFN,NL,45,156,19,44,3,0,5,23,3,0,15,24,2,0,1,4,8 +mcgrifr01,1994,1,ATL,NL,113,424,81,135,25,1,34,94,7,3,50,76,8,1,0,3,8 +mcgrite01,1994,1,SLN,NL,42,114,10,25,6,0,0,13,0,0,13,11,1,2,1,1,8 +mcgwima01,1994,1,OAK,AL,47,135,26,34,3,0,9,25,0,0,37,40,3,0,0,0,3 +mcknije01,1994,1,NYN,NL,31,27,1,4,1,0,0,2,0,0,4,12,0,0,0,1,0 +mclemma01,1994,1,BAL,AL,104,343,44,88,11,1,3,29,20,5,51,50,3,1,4,1,7 +mcmicgr01,1994,1,ATL,NL,51,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcraebr01,1994,1,KCA,AL,114,436,71,119,22,6,4,40,28,8,54,67,3,6,6,3,3 +mcreyke01,1994,1,NYN,NL,51,180,23,46,11,2,4,21,2,0,20,34,1,0,0,1,2 +meachru01,1994,1,KCA,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mearepa01,1994,1,MIN,AL,80,229,29,61,12,1,2,24,5,1,14,50,0,2,6,3,3 +mejiaro02,1994,1,COL,NL,38,116,11,28,8,1,4,14,3,1,15,33,2,0,0,1,1 +melenjo01,1994,1,BOS,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +melvibo01,1994,1,NYA,AL,9,14,2,4,0,0,1,3,0,0,0,3,0,0,0,0,1 +melvibo01,1994,2,CHA,AL,11,19,3,3,0,0,0,1,0,0,1,4,0,0,1,0,1 +menento01,1994,1,SFN,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mercejo02,1994,1,ML4,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +merceor01,1994,1,PIT,NL,108,386,48,105,21,3,9,51,4,1,42,58,5,1,0,2,17 +merckke01,1994,1,ATL,NL,20,37,0,2,0,0,0,2,0,0,2,15,0,0,3,1,0 +merribr01,1994,1,MIN,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +merulma01,1994,1,CLE,AL,4,10,1,1,0,0,0,0,0,0,2,1,0,0,1,0,0 +mesajo01,1994,1,CLE,AL,51,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +micelda01,1994,1,PIT,NL,28,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,1 +mieskma01,1994,1,ML4,AL,84,259,39,67,13,1,10,38,3,5,21,62,0,3,2,1,6 +milacbo01,1994,1,KCA,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +milleke01,1994,1,KCA,AL,5,15,1,2,0,0,0,0,0,0,0,3,0,0,0,0,0 +milleku01,1994,1,FLO,NL,4,6,1,1,0,0,0,0,0,0,0,2,0,0,1,0,0 +milleor01,1994,1,HOU,NL,16,40,3,13,0,1,2,9,1,0,2,12,2,2,0,0,0 +millira01,1994,1,MON,NL,47,82,10,19,2,0,2,12,0,0,14,21,1,0,0,2,1 +millsal01,1994,1,BAL,AL,47,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +minchna01,1994,1,BOS,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +minorbl01,1994,1,PIT,NL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +miranan01,1994,1,ML4,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mitchke01,1994,1,CIN,NL,95,310,57,101,18,1,30,77,2,0,59,62,15,3,0,8,12 +mitchke02,1994,1,SEA,AL,46,128,21,29,2,0,5,15,0,0,18,22,0,1,1,1,2 +mohlemi01,1994,1,OAK,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +molitpa01,1994,1,TOR,AL,115,454,86,155,30,4,14,75,20,0,55,48,4,1,0,5,13 +mondera01,1994,1,LAN,NL,112,434,63,133,27,8,16,56,11,8,16,78,5,2,0,2,9 +monteri01,1994,1,SFN,NL,39,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +montgje01,1994,1,KCA,AL,42,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +moorema01,1994,1,COL,NL,29,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +mooremi01,1994,1,DET,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +moranmi01,1994,1,PHI,NL,87,274,40,80,16,5,2,26,10,5,34,33,5,4,4,0,4 +mordemi01,1994,1,ATL,NL,4,4,1,1,0,0,1,3,0,0,1,0,0,0,0,0,0 +morgami01,1994,1,CHN,NL,15,24,1,3,0,0,0,0,0,0,1,4,0,0,1,0,1 +mormaru01,1994,1,FLO,NL,13,33,2,7,0,1,1,2,0,0,2,9,0,1,0,0,1 +morriha02,1994,1,CIN,NL,112,436,60,146,30,4,10,78,6,2,34,62,8,5,2,6,16 +morrija02,1994,1,CLE,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +moutoja01,1994,1,HOU,NL,99,310,43,76,11,0,2,16,24,5,27,69,0,5,2,1,6 +moyerja01,1994,1,BAL,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mulhote01,1994,1,NYA,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +munozbo01,1994,1,PHI,NL,21,34,3,7,0,0,1,6,0,0,1,11,0,0,2,0,0 +munozmi01,1994,1,COL,NL,57,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +munozpe01,1994,1,MIN,AL,75,244,35,72,15,2,11,36,0,0,19,67,0,2,0,2,4 +murphro01,1994,1,SLN,NL,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +murphro01,1994,2,NYA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +murraed02,1994,1,CLE,AL,108,433,57,110,21,1,17,76,8,4,31,53,6,0,0,3,8 +mussimi01,1994,1,BAL,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mutisje01,1994,1,FLO,NL,35,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +myersgr01,1994,1,CAL,AL,45,126,10,31,6,0,2,8,0,2,10,27,3,0,5,1,3 +myersra01,1994,1,CHN,NL,38,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +nabhoch01,1994,1,CLE,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nabhoch01,1994,2,BOS,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +naehrti01,1994,1,BOS,AL,80,297,41,82,18,1,7,42,1,3,30,56,1,4,7,1,11 +nagych01,1994,1,CLE,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +natalro01,1994,1,FLO,NL,10,29,2,8,2,0,0,2,1,0,5,5,0,0,0,0,1 +navarja01,1994,1,ML4,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +neaglde01,1994,1,PIT,NL,24,42,2,8,0,0,1,7,0,0,0,13,0,0,5,0,0 +neeltr01,1994,1,OAK,AL,83,278,43,74,13,0,15,48,2,3,38,61,5,2,1,1,4 +nelsoje01,1994,1,SEA,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nenro01,1994,1,FLO,NL,44,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +newfima01,1994,1,SEA,AL,12,38,3,7,1,0,1,4,0,0,2,4,0,0,0,0,2 +newsowa01,1994,1,CHA,AL,63,102,16,26,5,0,2,7,1,0,14,23,1,0,2,0,3 +niedda01,1994,1,COL,NL,22,40,1,4,0,0,0,0,0,0,1,15,0,0,3,0,2 +nieveme01,1994,1,SDN,NL,10,19,2,5,1,0,1,4,0,0,3,10,0,0,0,0,0 +nilssda01,1994,1,ML4,AL,109,397,51,109,28,3,12,69,1,0,34,61,9,0,1,8,7 +nixonot01,1994,1,BOS,AL,103,398,60,109,15,1,0,25,42,10,55,65,1,0,6,2,0 +noboaju01,1994,1,OAK,AL,17,40,3,13,1,1,0,6,1,0,2,5,0,0,0,0,0 +noboaju01,1994,2,PIT,NL,2,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nokesma01,1994,1,NYA,AL,28,79,11,23,3,0,7,19,0,0,5,16,0,0,0,1,1 +nunezed01,1994,1,OAK,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +obriech01,1994,1,ATL,NL,51,152,24,37,11,0,8,28,0,0,15,24,2,3,1,1,5 +offerjo01,1994,1,LAN,NL,72,243,27,51,8,4,1,25,2,1,38,38,4,0,6,2,6 +ogeach01,1994,1,CLE,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ohallgr01,1994,1,FLO,NL,12,11,1,2,0,0,0,1,0,0,0,1,0,0,0,1,0 +ojedabo01,1994,1,NYA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +oleartr01,1994,1,ML4,AL,27,66,9,18,1,1,2,7,1,1,5,12,0,1,0,1,0 +olerujo01,1994,1,TOR,AL,108,384,47,114,29,2,12,67,1,2,61,53,12,3,0,5,11 +olivajo01,1994,1,ATL,NL,19,59,9,17,5,0,6,11,0,1,7,10,0,0,0,0,2 +olivaom01,1994,1,SLN,NL,15,28,4,6,0,0,1,3,0,0,1,8,0,0,2,0,1 +oliveda02,1994,1,TEX,AL,43,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +olivejo01,1994,1,CIN,NL,6,19,1,4,0,0,1,5,0,0,2,3,1,0,0,0,1 +olsongr01,1994,1,ATL,NL,16,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +oneilpa01,1994,1,NYA,AL,103,368,68,132,25,1,21,83,5,4,72,56,13,0,0,3,16 +ontivst02,1994,1,OAK,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +oquenjo01,1994,1,SLN,NL,55,129,13,34,2,2,0,9,1,1,21,16,4,0,1,1,6 +oquismi01,1994,1,BAL,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +oroscje01,1994,1,ML4,AL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +orsuljo01,1994,1,NYN,NL,96,292,39,76,3,0,8,42,4,2,16,21,2,3,0,7,11 +ortizju01,1994,1,TEX,AL,29,76,3,21,2,0,0,9,0,1,5,11,0,1,4,0,1 +ortizlu01,1994,1,BOS,AL,7,18,3,3,2,0,0,6,0,0,1,5,0,0,1,3,0 +osunaal01,1994,1,LAN,NL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ottoda01,1994,1,CHN,NL,36,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +owensja02,1994,1,COL,NL,6,12,4,3,0,1,0,1,0,0,3,3,0,0,0,0,1 +owensp01,1994,1,CAL,AL,82,268,30,83,17,2,3,37,2,8,49,17,0,1,3,0,4 +pagnoto01,1994,1,SLN,NL,70,243,21,66,12,1,7,40,0,0,21,39,5,0,0,2,3 +paintla01,1994,1,COL,NL,15,21,3,3,1,0,0,2,0,0,0,10,0,0,3,2,1 +palacvi01,1994,1,SLN,NL,31,33,0,0,0,0,0,0,0,0,0,15,0,0,3,0,1 +palldo01,1994,1,NYA,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +palldo01,1994,2,CHN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +palmede01,1994,1,TEX,AL,93,342,50,84,14,2,19,59,3,4,26,89,0,2,0,1,7 +palmera01,1994,1,BAL,AL,111,436,82,139,32,0,23,76,7,3,54,63,1,2,0,6,11 +pappaer01,1994,1,SLN,NL,15,44,8,4,1,0,0,5,0,0,10,13,0,1,0,3,1 +paquecr01,1994,1,OAK,AL,14,49,0,7,2,0,0,0,1,0,0,14,0,0,1,0,0 +parenma01,1994,1,CHN,NL,44,99,8,26,4,0,3,16,0,1,13,24,1,1,1,2,5 +parkch01,1994,1,LAN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +parkeri01,1994,1,NYN,NL,8,16,1,1,0,0,0,0,0,0,0,2,0,0,2,0,0 +parksde01,1994,1,MIN,AL,31,89,6,17,6,0,1,9,0,1,4,20,0,2,1,0,2 +parrila02,1994,1,PIT,NL,40,126,10,34,5,0,3,16,1,1,18,28,1,1,1,1,5 +pasquda01,1994,1,CHA,AL,11,23,2,5,2,0,2,4,0,0,0,9,0,0,0,0,1 +pattebo01,1994,1,CAL,AL,47,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pattejo01,1994,1,SFN,NL,85,240,36,57,10,1,3,32,13,3,16,43,0,11,7,0,4 +patteke01,1994,1,CAL,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pavliro01,1994,1,TEX,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pecotbi01,1994,1,ATL,NL,64,112,11,24,5,0,2,16,1,0,16,16,1,0,1,1,3 +peguest01,1994,1,CIN,NL,11,10,1,3,0,0,0,0,0,0,1,3,0,0,0,0,0 +peguest01,1994,2,PIT,NL,7,26,1,10,2,0,0,2,1,0,1,2,0,0,0,0,3 +penaal01,1994,1,PIT,NL,22,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +penage01,1994,1,SLN,NL,83,213,33,54,13,1,11,34,9,1,24,54,1,6,4,1,3 +penato01,1994,1,CLE,AL,40,112,18,33,8,1,2,10,0,1,9,11,0,0,3,2,6 +pendlte01,1994,1,ATL,NL,77,309,25,78,18,3,7,30,2,0,12,57,3,0,3,0,8 +pennibr01,1994,1,BAL,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pennywi01,1994,1,PIT,NL,4,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +perezed01,1994,1,CAL,AL,38,129,10,27,7,0,5,16,3,0,12,29,1,0,1,1,5 +perezme01,1994,1,NYA,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +perezmi01,1994,1,SLN,NL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +perezro01,1994,1,TOR,AL,4,8,0,1,0,0,0,0,0,0,0,1,0,0,0,0,1 +perezyo01,1994,1,FLO,NL,44,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +perryge01,1994,1,SLN,NL,60,77,12,25,7,0,3,18,1,1,15,12,1,0,0,0,4 +perryhe01,1994,1,CLE,AL,4,9,1,1,0,0,0,1,0,0,3,1,1,1,0,1,0 +petagro01,1994,1,HOU,NL,8,7,0,0,0,0,0,0,0,0,1,3,0,0,0,0,0 +philljr01,1994,1,SFN,NL,15,38,1,5,0,0,1,3,1,0,1,13,0,0,0,1,1 +phillto02,1994,1,DET,AL,114,438,91,123,19,3,19,61,13,5,95,105,3,2,0,3,8 +phoenst01,1994,1,OAK,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +piazzmi01,1994,1,LAN,NL,107,405,64,129,18,0,24,92,1,3,33,65,10,1,0,2,11 +pichahi01,1994,1,KCA,AL,45,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pirklgr01,1994,1,SEA,AL,19,53,7,14,3,0,6,11,0,0,1,12,1,1,0,1,1 +planter01,1994,1,SEA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +plantph01,1994,1,SDN,NL,96,341,44,75,21,0,18,41,3,1,36,91,6,5,1,2,8 +plesada01,1994,1,CHN,NL,54,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,1 +plunker01,1994,1,CLE,AL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +polonlu01,1994,1,NYA,AL,95,350,62,109,21,6,1,36,20,12,37,36,1,4,2,1,7 +pooleji02,1994,1,BAL,AL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +portuma01,1994,1,SFN,NL,21,48,4,17,5,1,0,8,0,0,1,8,0,0,4,1,1 +powelro01,1994,1,HOU,NL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +prattto02,1994,1,PHI,NL,28,102,10,20,6,1,2,9,0,1,12,29,0,0,0,0,3 +princto01,1994,1,LAN,NL,3,6,2,2,0,0,0,1,0,0,1,3,0,0,0,0,0 +puckeki01,1994,1,MIN,AL,108,439,79,139,32,3,20,112,6,3,28,47,7,7,1,7,11 +pughti01,1994,1,CIN,NL,10,14,2,5,1,0,0,2,0,0,2,2,0,0,1,0,0 +pulidca01,1994,1,MIN,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pyeed01,1994,1,LAN,NL,7,10,2,1,0,0,0,0,0,0,1,4,0,0,1,0,0 +quantpa01,1994,1,BOS,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +quantpa01,1994,2,PHI,NL,18,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +quinlto01,1994,1,PHI,NL,24,35,6,7,2,0,1,3,0,0,3,13,1,0,1,0,0 +raineti01,1994,1,CHA,AL,101,384,80,102,15,5,10,52,13,0,61,43,3,1,4,3,10 +ramirma02,1994,1,CLE,AL,91,290,51,78,22,0,17,60,4,2,42,72,4,0,0,4,6 +rapppa01,1994,1,FLO,NL,25,41,1,5,1,0,0,2,0,0,0,13,0,0,4,0,0 +readyra01,1994,1,PHI,NL,17,42,5,16,1,0,1,3,0,1,8,6,0,0,0,0,1 +reardje01,1994,1,NYA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rebouje01,1994,1,MIN,AL,74,189,28,49,11,1,3,23,0,0,18,23,0,1,2,0,6 +redusga01,1994,1,TEX,AL,18,33,2,9,1,0,0,2,0,0,4,6,1,0,0,0,3 +reedje02,1994,1,SFN,NL,50,103,11,18,3,0,1,7,0,0,11,21,4,0,0,0,3 +reedjo01,1994,1,ML4,AL,108,399,48,108,22,0,2,37,5,4,57,34,1,2,4,3,8 +reedri01,1994,1,TEX,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reedst01,1994,1,COL,NL,61,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +remlimi01,1994,1,NYN,NL,10,16,1,0,0,0,0,1,0,0,1,6,0,0,3,0,0 +renteri01,1994,1,FLO,NL,28,49,5,11,0,0,2,4,0,1,1,4,0,2,0,0,1 +reyesca01,1994,1,OAK,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reynoar02,1994,1,COL,NL,9,17,0,3,0,0,0,0,0,0,1,4,0,0,3,0,0 +reynoha01,1994,1,CAL,AL,74,207,33,48,10,1,0,11,10,7,23,18,0,1,3,1,5 +reynosh01,1994,1,HOU,NL,33,33,0,3,0,0,0,2,0,0,1,15,0,0,7,0,0 +rhodear01,1994,1,BAL,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rhodeka01,1994,1,CHN,NL,95,269,39,63,17,0,8,19,6,4,33,64,1,1,3,2,1 +righeda01,1994,1,OAK,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +righeda01,1994,2,TOR,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rijojo01,1994,1,CIN,NL,26,49,4,10,4,0,0,3,0,0,0,7,0,0,10,0,0 +ripkebi01,1994,1,TEX,AL,32,81,9,25,5,0,0,6,2,0,3,11,0,0,1,0,2 +ripkeca01,1994,1,BAL,AL,112,444,71,140,19,3,13,75,1,0,32,41,3,4,0,4,17 +rislebi01,1994,1,SEA,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ritzke01,1994,1,COL,NL,15,20,0,0,0,0,0,0,0,0,0,13,0,0,5,0,2 +riverbe01,1994,1,PHI,NL,9,9,1,0,0,0,0,0,0,0,1,5,0,0,3,0,0 +riverlu01,1994,1,NYN,NL,32,43,11,12,2,1,3,5,0,1,4,14,0,2,0,0,1 +roberbi01,1994,1,SDN,NL,105,403,52,129,15,5,2,31,21,7,39,57,1,3,2,2,7 +roberke01,1994,1,CHN,NL,44,55,8,12,4,0,4,9,0,0,2,14,0,2,0,0,3 +roberri02,1994,1,PIT,NL,8,4,0,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +rodrial01,1994,1,SEA,AL,17,54,4,11,0,0,0,2,3,0,3,20,0,0,1,1,0 +rodrica01,1994,1,BOS,AL,57,174,15,50,14,1,1,13,1,0,11,13,0,0,7,0,3 +rodrihe02,1994,1,LAN,NL,104,306,33,82,14,2,8,49,0,1,17,58,2,2,1,4,9 +rodriiv01,1994,1,TEX,AL,99,363,56,108,19,1,16,57,6,3,31,42,5,7,0,4,10 +rodriri02,1994,1,SLN,NL,56,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rogerke01,1994,1,TEX,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rogerke02,1994,1,SFN,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rojasme01,1994,1,MON,NL,58,10,1,2,0,0,0,0,0,0,0,5,0,0,0,0,0 +roperjo01,1994,1,CIN,NL,16,33,3,6,1,0,0,2,0,0,1,12,0,0,2,0,0 +rowlari01,1994,1,BOS,AL,46,118,14,27,3,0,9,20,0,0,11,35,0,0,0,0,2 +royerst01,1994,1,SLN,NL,39,57,3,10,5,0,1,2,0,0,0,18,0,0,0,0,1 +royerst01,1994,2,BOS,AL,4,9,0,1,0,0,0,1,0,0,0,3,0,0,0,0,0 +rueteki01,1994,1,MON,NL,20,34,1,4,0,0,0,1,0,0,2,8,0,0,2,0,0 +ruffcsc01,1994,1,CHA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ruffibr01,1994,1,COL,NL,56,4,0,1,0,0,0,1,0,0,1,2,0,0,0,0,0 +ruffijo01,1994,1,CIN,NL,51,8,1,0,0,0,0,0,1,0,0,3,0,0,0,0,0 +russeje01,1994,1,BOS,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +russeje01,1994,2,CLE,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ryanke01,1994,1,BOS,AL,42,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +saberbr01,1994,1,NYN,NL,24,58,7,10,2,0,0,1,0,0,4,14,0,0,8,0,0 +saboch01,1994,1,BAL,AL,68,258,41,66,15,3,11,42,1,1,20,38,2,5,4,1,8 +saenzol01,1994,1,CHA,AL,5,14,2,2,0,1,0,0,0,0,0,5,0,0,1,0,1 +sageraj01,1994,1,SDN,NL,22,10,0,1,0,1,0,2,0,0,0,5,0,0,1,0,0 +salkero01,1994,1,SEA,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +salmoti01,1994,1,CAL,AL,100,373,67,107,18,2,23,70,1,3,54,102,2,5,0,3,3 +sampebi01,1994,1,CAL,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +samueju01,1994,1,DET,AL,59,136,32,42,9,5,5,21,5,2,10,26,0,3,0,2,4 +sanchre01,1994,1,CHN,NL,96,291,26,83,13,1,0,24,2,5,20,29,4,7,4,1,9 +sandbry01,1994,1,CHN,NL,57,223,36,53,9,5,5,24,2,3,23,40,0,1,0,0,6 +sandede02,1994,1,ATL,NL,46,191,32,55,10,0,4,21,19,7,16,28,1,1,1,2,4 +sandede02,1994,2,CIN,NL,46,184,26,51,7,4,0,7,19,9,16,35,0,2,1,0,1 +sandere02,1994,1,CIN,NL,107,400,66,105,20,8,17,62,21,9,41,114,1,2,1,3,2 +sandesc01,1994,1,CHA,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sandesc02,1994,1,SDN,NL,23,32,0,4,0,0,0,1,0,0,3,16,0,0,6,0,0 +santibe01,1994,1,FLO,NL,101,337,35,92,14,2,11,41,1,2,25,57,1,1,2,4,11 +sassema01,1994,1,SEA,AL,3,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +saxst01,1994,1,OAK,AL,7,24,2,6,0,1,0,1,0,0,0,2,0,0,0,0,0 +scanlbo01,1994,1,ML4,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +scarsst01,1994,1,SFN,NL,52,103,21,28,8,0,2,13,0,2,10,20,1,0,3,2,1 +schaeje01,1994,1,OAK,AL,6,8,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +scheiri02,1994,1,FLO,NL,8,7,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +schilcu01,1994,1,PHI,NL,13,28,0,3,0,0,0,1,0,0,1,10,0,0,1,0,1 +schofdi02,1994,1,TOR,AL,95,325,38,83,14,1,4,32,7,7,34,62,0,4,8,2,2 +schoupe01,1994,1,CIN,NL,22,23,1,4,0,0,1,1,0,0,1,3,0,0,1,0,0 +schuler01,1994,1,MIN,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schwaje01,1994,1,CHA,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schwaje01,1994,2,CAL,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +scottti01,1994,1,MON,NL,40,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +seaneru01,1994,1,LAN,NL,17,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +seguida01,1994,1,NYN,NL,92,336,46,81,17,1,10,43,0,0,33,43,6,1,1,3,6 +seitzke01,1994,1,ML4,AL,80,309,44,97,24,2,5,49,2,1,30,38,1,2,4,3,7 +seleaa01,1994,1,BOS,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +seminfr01,1994,1,NYN,NL,10,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +servasc01,1994,1,HOU,NL,78,251,27,49,15,1,9,41,0,0,10,44,0,4,7,3,6 +servisc01,1994,1,CIN,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shawje01,1994,1,MON,NL,46,7,1,2,0,0,0,0,0,0,1,2,0,0,1,0,0 +sheafda01,1994,1,COL,NL,44,110,11,24,4,0,1,12,0,2,10,11,0,0,0,0,2 +sheffga01,1994,1,FLO,NL,87,322,61,89,16,1,27,78,12,6,51,50,11,6,0,5,10 +shiplcr01,1994,1,SDN,NL,81,240,32,80,14,4,4,30,6,6,9,28,1,3,4,2,3 +shueypa01,1994,1,CLE,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shumpte01,1994,1,KCA,AL,64,183,28,44,6,2,8,24,18,3,13,39,0,0,5,1,0 +sierrru01,1994,1,OAK,AL,110,426,71,114,21,1,23,92,8,5,23,64,4,0,0,11,15 +silveda01,1994,1,NYA,AL,12,18,3,2,0,1,1,2,0,1,4,9,0,0,0,1,0 +simmsmi01,1994,1,HOU,NL,6,12,1,1,1,0,0,0,1,0,0,5,0,0,0,0,0 +singldu01,1994,1,ML4,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +slaugdo01,1994,1,PIT,NL,76,240,21,69,7,0,2,21,0,0,34,31,2,3,1,1,5 +slocuhe01,1994,1,PHI,NL,52,4,0,1,0,0,0,2,0,0,0,2,0,0,1,0,0 +smallaa01,1994,1,TOR,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smilejo01,1994,1,CIN,NL,24,55,5,11,3,0,0,2,0,0,4,26,0,0,5,0,1 +smithda05,1994,1,TEX,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithdw01,1994,1,CAL,AL,45,122,19,32,5,1,5,18,2,3,7,20,0,0,0,1,1 +smithdw01,1994,2,BAL,AL,28,74,12,23,2,1,3,12,0,1,5,17,1,1,0,0,2 +smithle02,1994,1,BAL,AL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithlo01,1994,1,BAL,AL,35,59,13,12,3,0,0,2,1,0,11,18,0,1,0,1,2 +smithma03,1994,1,BAL,AL,3,7,0,1,0,0,0,2,0,0,0,2,0,0,0,0,0 +smithoz01,1994,1,SLN,NL,98,381,51,100,18,3,3,30,6,3,38,26,3,0,10,4,3 +smithpe02,1994,1,NYN,NL,21,37,2,5,1,0,0,1,0,0,4,9,0,0,6,0,0 +smithro02,1994,1,OAK,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithwi03,1994,1,SLN,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithza01,1994,1,PIT,NL,26,57,2,12,1,0,0,2,0,0,0,11,0,0,2,0,0 +smoltjo01,1994,1,ATL,NL,21,37,6,6,1,0,1,1,0,0,4,14,0,0,6,0,1 +snowjt01,1994,1,CAL,AL,61,223,22,49,4,0,8,30,0,1,19,48,1,3,2,1,2 +snydeco02,1994,1,LAN,NL,73,153,18,36,6,0,6,18,1,0,14,47,4,1,1,2,5 +sojolu01,1994,1,SEA,AL,63,213,32,59,9,2,6,22,2,1,8,25,0,2,3,1,2 +sorrepa01,1994,1,CLE,AL,95,322,43,90,14,0,14,62,0,1,34,68,6,0,1,3,7 +sosasa01,1994,1,CHN,NL,105,426,59,128,17,6,25,70,22,13,25,92,1,2,1,4,7 +spehrti01,1994,1,MON,NL,52,36,8,9,3,1,0,5,2,0,4,11,0,0,1,0,0 +spierbi01,1994,1,ML4,AL,73,214,27,54,10,1,0,17,7,1,19,42,1,1,3,0,5 +spoljpa01,1994,1,TOR,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +spradje01,1994,1,CIN,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +spraged02,1994,1,TOR,AL,109,405,38,97,19,1,11,44,1,0,23,95,1,11,2,4,11 +sprinru01,1994,1,CAL,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stankan01,1994,1,HOU,NL,37,54,10,14,3,0,1,5,1,1,12,12,0,1,2,0,2 +stanlmi02,1994,1,NYA,AL,82,290,54,87,20,0,17,57,0,0,39,56,2,2,0,2,10 +stantmi02,1994,1,ATL,NL,49,3,0,2,0,0,0,1,0,0,0,0,0,0,1,0,0 +statoda01,1994,1,SDN,NL,29,66,6,12,2,0,4,6,0,0,10,18,0,0,0,0,3 +stclara01,1994,1,TOR,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +steinte01,1994,1,OAK,AL,103,369,51,105,21,2,11,57,2,1,26,62,4,0,1,6,10 +steveda01,1994,1,MIN,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stewada01,1994,1,TOR,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stidhph01,1994,1,DET,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stinnke01,1994,1,NYN,NL,47,150,20,38,6,2,2,14,2,0,11,28,1,5,0,1,3 +stockke01,1994,1,PHI,NL,82,271,38,74,11,2,2,28,2,2,44,41,8,7,4,4,3 +stottto01,1994,1,TOR,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +strando01,1994,1,TEX,AL,73,226,26,48,12,1,5,26,1,3,15,38,0,3,4,2,6 +strawda01,1994,1,SFN,NL,29,92,13,22,3,1,4,17,0,3,19,22,4,0,0,2,2 +surhobj01,1994,1,ML4,AL,40,134,20,35,11,2,5,22,0,1,16,14,0,0,2,2,5 +sutclri01,1994,1,SLN,NL,16,23,0,3,1,0,0,1,0,0,0,6,0,0,3,0,1 +sveumda01,1994,1,SEA,AL,10,27,3,5,0,0,1,2,0,0,2,10,0,0,0,0,1 +swanru01,1994,1,CLE,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +swiftbi02,1994,1,SFN,NL,18,32,5,6,3,0,0,2,0,0,3,5,0,0,5,0,0 +swindgr01,1994,1,HOU,NL,24,44,1,11,3,0,0,0,0,0,0,14,0,0,12,0,0 +tabakje01,1994,1,PIT,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tabakje01,1994,2,SDN,NL,34,1,1,1,1,0,0,0,0,0,1,0,0,0,0,0,0 +tackeje01,1994,1,BAL,AL,26,53,5,12,3,1,2,9,0,0,5,13,0,2,0,0,4 +tapanke01,1994,1,MIN,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tarasto01,1994,1,ATL,NL,87,132,16,36,6,0,5,19,5,0,9,17,1,0,0,3,5 +tartada01,1994,1,NYA,AL,104,399,68,102,24,1,19,67,1,1,66,111,3,1,0,4,11 +taubeed01,1994,1,HOU,NL,5,10,0,1,0,0,0,0,0,0,0,3,0,0,0,0,1 +taubeed01,1994,2,CIN,NL,61,177,29,52,8,2,8,21,2,0,15,28,2,0,1,2,2 +tavarje01,1994,1,FLO,NL,17,39,4,7,0,0,0,4,1,1,1,5,0,0,1,0,0 +tavarju01,1994,1,CLE,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +taylobi04,1994,1,OAK,AL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tayloke01,1994,1,SDN,NL,1,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +telghda01,1994,1,NYN,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tettlmi01,1994,1,DET,AL,107,339,57,84,18,2,17,51,0,1,97,98,10,5,0,3,4 +tewksbo01,1994,1,SLN,NL,24,54,4,10,2,0,0,3,0,0,2,19,0,0,4,0,1 +thigpbo01,1994,1,SEA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thomafr04,1994,1,CHA,AL,113,399,106,141,34,1,38,101,2,3,109,61,12,2,0,7,15 +thomeji01,1994,1,CLE,AL,98,321,58,86,20,1,20,52,3,3,46,84,5,0,1,1,11 +thompma01,1994,1,COL,NL,2,4,0,0,0,0,0,0,0,0,0,4,0,0,1,0,0 +thompmi02,1994,1,PHI,NL,87,220,29,60,7,0,3,30,7,2,23,28,4,3,1,1,5 +thompmi02,1994,2,HOU,NL,9,21,5,6,0,0,1,3,2,0,1,2,0,0,0,0,1 +thompro01,1994,1,SFN,NL,35,129,13,27,8,2,2,7,3,1,15,32,0,0,5,1,2 +thompry01,1994,1,NYN,NL,98,334,39,75,14,1,18,59,1,1,28,94,7,10,3,4,8 +timlimi01,1994,1,TOR,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tinglro01,1994,1,FLO,NL,19,52,4,9,3,1,1,2,0,0,5,18,0,0,0,0,2 +tinglro01,1994,2,CHA,AL,5,5,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +tinslle01,1994,1,BOS,AL,78,144,27,32,4,0,2,14,13,0,19,36,1,1,3,1,2 +tombean01,1994,1,BOS,AL,18,36,1,7,0,1,1,1,1,0,6,12,0,0,0,0,0 +tomlira01,1994,1,PIT,NL,10,6,0,3,0,0,0,1,0,0,0,2,0,0,0,0,0 +torresa01,1994,1,SFN,NL,16,26,2,4,0,0,0,0,0,0,0,12,0,0,3,0,0 +trachst01,1994,1,CHN,NL,22,43,3,8,1,0,0,2,0,1,0,9,0,1,8,0,2 +trammal01,1994,1,DET,AL,76,292,38,78,17,1,8,28,3,0,16,35,1,1,2,0,8 +treadje01,1994,1,LAN,NL,52,67,14,20,3,0,0,5,1,1,5,8,0,1,4,1,1 +trlicri01,1994,1,BOS,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +trombmi01,1994,1,MIN,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +turanbr01,1994,1,SEA,AL,38,112,9,21,5,1,1,8,3,1,7,25,0,1,3,0,0 +turnech01,1994,1,CAL,AL,58,149,23,36,7,1,1,12,3,0,10,29,0,1,1,2,2 +turnema01,1994,1,CLE,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +urbanto01,1994,1,SLN,NL,20,24,1,6,0,0,0,1,0,0,2,5,0,0,3,0,0 +valdeis01,1994,1,LAN,NL,21,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +valdese01,1994,1,BOS,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +valenfe01,1994,1,PHI,NL,8,12,0,3,1,0,0,0,0,0,0,2,0,0,4,0,0 +valenjo02,1994,1,BOS,AL,84,301,53,95,26,2,9,49,3,1,42,38,1,3,5,4,3 +valenjo03,1994,1,ML4,AL,97,285,47,68,19,0,11,46,12,3,38,75,1,2,4,2,1 +valleda01,1994,1,BOS,AL,30,76,6,12,2,1,1,5,0,1,9,18,1,1,2,0,2 +valleda01,1994,2,ML4,AL,16,36,8,14,6,0,1,5,0,1,9,4,1,1,0,0,1 +vanbuty01,1994,1,COL,NL,2,5,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +vandejo02,1994,1,COL,NL,91,110,12,27,3,1,5,15,2,1,16,31,0,0,0,1,4 +vanegti01,1994,1,BOS,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vanlawi01,1994,1,SFN,NL,16,31,1,2,0,0,0,1,0,0,0,17,0,0,4,0,0 +vanpoto01,1994,1,OAK,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vanslan01,1994,1,PIT,NL,105,374,41,92,18,3,6,30,7,0,52,72,7,2,0,2,9 +varshga01,1994,1,PIT,NL,67,82,15,21,6,3,0,5,0,1,4,19,1,2,2,0,1 +vaughgr01,1994,1,ML4,AL,95,370,59,94,24,1,19,55,9,5,51,93,6,1,0,1,6 +vaughmo01,1994,1,BOS,AL,111,394,65,122,25,1,26,82,4,4,57,112,20,10,0,2,7 +velarra01,1994,1,NYA,AL,77,280,47,78,16,1,9,34,4,2,22,61,0,4,2,2,7 +venturo01,1994,1,CHA,AL,109,401,57,113,15,1,18,78,3,1,61,69,15,2,2,8,8 +veresda01,1994,1,HOU,NL,32,2,0,1,0,0,0,0,0,0,1,1,0,0,1,0,0 +veresra01,1994,1,CHN,NL,10,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vinafe01,1994,1,NYN,NL,79,124,20,31,6,0,0,6,3,1,12,11,0,12,2,0,4 +violafr01,1994,1,BOS,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vizcajo01,1994,1,NYN,NL,103,410,47,105,13,3,3,33,1,11,33,62,3,2,5,6,5 +vizquom01,1994,1,CLE,AL,69,286,39,78,10,1,1,33,13,4,23,23,0,0,11,2,4 +voigtja01,1994,1,BAL,AL,59,141,15,34,5,0,3,20,0,0,18,25,1,1,1,2,0 +vosbeed01,1994,1,OAK,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wagnepa01,1994,1,PIT,NL,29,37,1,6,1,0,0,2,0,0,0,10,0,0,2,0,1 +walbema01,1994,1,MIN,AL,97,338,31,69,12,0,5,35,1,1,17,37,1,2,1,1,7 +walkela01,1994,1,MON,NL,103,395,76,127,44,2,19,86,15,5,47,74,5,4,0,6,8 +wallati01,1994,1,LAN,NL,113,414,68,116,21,1,23,78,0,2,46,80,2,4,0,2,12 +waltobr01,1994,1,COL,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +waltoje01,1994,1,CIN,NL,46,68,10,21,4,0,1,9,1,3,4,12,0,0,1,0,2 +wardtu01,1994,1,ML4,AL,102,367,55,85,15,2,9,45,6,2,52,68,4,3,0,5,9 +watsoal01,1994,1,SLN,NL,22,38,3,6,2,1,0,5,0,0,1,4,0,0,7,0,0 +waynega01,1994,1,LAN,NL,19,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +weathda01,1994,1,FLO,NL,26,44,2,3,0,0,0,0,0,0,3,25,0,0,4,0,0 +webstle01,1994,1,MON,NL,57,143,13,39,10,0,5,23,0,0,16,24,1,6,1,0,7 +webstmi01,1994,1,LAN,NL,82,84,16,23,4,0,4,12,1,2,8,13,1,1,0,0,2 +wedgeer01,1994,1,BOS,AL,2,6,0,0,0,0,0,0,0,0,1,3,0,0,0,0,0 +wegmabi01,1994,1,ML4,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wehnejo01,1994,1,PIT,NL,2,4,1,1,1,0,0,3,0,0,0,1,0,0,0,0,0 +weisswa01,1994,1,COL,NL,110,423,58,106,11,4,1,32,12,7,56,58,0,0,4,3,6 +welchbo01,1994,1,OAK,AL,26,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1 +wellsbo01,1994,1,PHI,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wellsbo01,1994,2,SEA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wellsda01,1994,1,DET,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wendetu01,1994,1,CHN,NL,6,2,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +wertzbi01,1994,1,CLE,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +westda01,1994,1,PHI,NL,31,28,1,2,0,0,0,0,0,0,0,12,0,0,1,0,1 +wettejo01,1994,1,MON,NL,52,4,0,1,0,0,0,1,0,0,0,1,0,0,1,0,0 +whitalo01,1994,1,DET,AL,92,322,67,97,21,2,12,43,2,0,41,47,4,1,3,5,8 +whitede03,1994,1,TOR,AL,100,403,67,109,24,6,13,49,11,3,21,80,3,5,4,2,4 +whitega01,1994,1,MON,NL,7,4,0,0,0,0,0,0,0,0,1,1,0,0,1,0,0 +whitema01,1994,1,SLN,NL,92,334,57,98,18,2,14,53,10,5,37,75,9,1,0,2,8 +whitema02,1994,1,TEX,AL,47,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +whiteri01,1994,1,PIT,NL,43,13,0,1,0,0,0,0,0,0,0,4,0,1,0,0,0 +whitero02,1994,1,MON,NL,40,97,16,27,10,1,2,13,1,1,9,18,0,3,0,0,1 +whitewa02,1994,1,SDN,NL,13,19,0,2,0,0,0,0,0,0,3,8,0,0,0,0,0 +whitmda02,1994,1,FLO,NL,9,22,1,5,1,0,0,0,0,1,3,5,0,0,0,0,0 +wickmbo01,1994,1,NYA,AL,53,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wilkiri01,1994,1,CHN,NL,100,313,44,71,25,2,7,39,4,3,40,86,5,2,1,2,3 +willaje01,1994,1,SEA,AL,6,5,1,1,0,0,1,3,0,0,1,1,0,0,0,0,0 +willibe02,1994,1,NYA,AL,108,408,80,118,29,1,12,57,16,9,61,54,2,3,1,2,11 +willibr01,1994,1,HOU,NL,20,23,0,6,0,0,0,3,0,0,0,4,0,0,5,0,0 +willica01,1994,1,MIN,AL,49,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +willied01,1994,1,SDN,NL,49,175,32,58,11,1,11,42,0,1,15,26,1,3,2,1,10 +willige02,1994,1,NYA,AL,57,86,19,25,8,0,4,13,1,3,4,17,0,0,0,1,6 +willima04,1994,1,SFN,NL,112,445,74,119,16,3,43,96,1,0,33,87,7,2,0,3,11 +willima05,1994,1,BAL,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +willimi02,1994,1,HOU,NL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +willimi03,1994,1,PHI,NL,12,12,1,2,1,0,0,3,0,0,0,7,0,0,5,0,0 +williwo02,1994,1,TOR,AL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wilsoda01,1994,1,SEA,AL,91,282,24,61,14,2,3,27,1,2,10,57,0,1,8,2,11 +wilsowi02,1994,1,CHN,NL,17,21,4,5,0,2,0,0,1,0,1,6,0,0,1,0,0 +winfida01,1994,1,MIN,AL,77,294,35,74,15,3,10,43,2,1,31,51,5,0,1,2,7 +wittbo01,1994,1,OAK,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wohlema01,1994,1,ATL,NL,51,1,1,1,0,0,0,0,0,0,0,0,0,0,1,0,0 +womacto01,1994,1,PIT,NL,5,12,4,4,0,0,0,1,0,0,2,3,0,0,0,0,0 +woodabr01,1994,1,ATL,NL,1,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +worreti01,1994,1,SDN,NL,3,2,1,1,0,0,0,0,0,0,1,1,0,0,1,0,0 +worreto01,1994,1,LAN,NL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wronari01,1994,1,ML4,AL,6,10,2,5,4,0,1,3,0,0,1,1,0,0,1,0,0 +youngan01,1994,1,CHN,NL,20,34,3,6,1,0,0,4,0,0,0,11,0,0,5,0,1 +younger01,1994,1,COL,NL,90,228,37,62,13,1,7,30,18,7,38,17,1,2,5,2,3 +younger02,1994,1,OAK,AL,11,30,2,2,1,0,0,3,0,0,1,8,0,0,0,0,1 +youngge02,1994,1,SLN,NL,16,41,5,13,3,2,0,3,2,1,3,8,0,0,0,0,1 +youngke01,1994,1,PIT,NL,59,122,15,25,7,2,1,11,0,2,8,34,2,1,2,1,3 +zambred01,1994,1,CHN,NL,67,116,17,30,7,0,6,18,2,1,16,29,0,1,0,0,3 +zeileto01,1994,1,SLN,NL,113,415,62,111,25,1,19,75,1,3,52,56,3,3,0,7,13 +zupcibo01,1994,1,BOS,AL,4,4,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0 +zupcibo01,1994,2,CHA,AL,32,88,10,18,4,1,1,8,0,0,4,16,0,0,4,1,2 +abbotji01,1995,1,CHA,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +abbotji01,1995,2,CAL,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +abbotku01,1995,1,FLO,NL,120,420,60,107,18,7,17,60,4,3,36,110,4,5,2,5,6 +abbotky01,1995,1,PHI,NL,18,2,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +aceveju01,1995,1,COL,NL,17,18,0,1,0,0,0,0,0,0,1,6,0,0,0,0,2 +acrema01,1995,1,OAK,AL,43,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +adamste01,1995,1,CHN,NL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +aguilri01,1995,1,MIN,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +aguilri01,1995,2,BOS,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ahearpa01,1995,1,DET,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +alberjo01,1995,1,TEX,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +aldremi01,1995,1,OAK,AL,60,125,18,34,8,0,4,21,0,0,19,23,1,1,0,2,3 +aldremi01,1995,2,CAL,AL,18,24,1,6,0,0,0,3,0,0,0,8,0,0,0,1,1 +alexama02,1995,1,BAL,AL,94,242,35,57,9,1,3,23,11,4,20,30,0,2,4,0,2 +alfoned01,1995,1,NYN,NL,101,335,26,93,13,5,4,41,1,1,12,37,1,1,4,4,7 +alicelu01,1995,1,BOS,AL,132,419,64,113,20,3,6,44,13,10,63,61,0,7,13,9,10 +allanan01,1995,1,CAL,AL,35,82,5,14,3,0,3,10,0,1,7,12,0,1,1,0,0 +alomaro01,1995,1,TOR,AL,130,517,71,155,24,7,13,66,30,3,47,45,3,0,6,7,16 +alomasa02,1995,1,CLE,AL,66,203,32,61,6,0,10,35,3,1,7,26,0,3,4,1,8 +aloumo01,1995,1,MON,NL,93,344,48,94,22,0,14,58,4,3,29,56,6,9,0,4,9 +alvarta01,1995,1,MON,NL,8,12,1,0,0,0,0,0,0,0,0,4,0,0,2,0,0 +alvarwi01,1995,1,CHA,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +amarari01,1995,1,SEA,AL,90,238,45,67,14,2,2,19,21,2,21,33,0,1,1,0,3 +amaroru02,1995,1,CLE,AL,28,60,5,12,3,0,1,7,1,3,4,6,0,2,2,0,1 +anderbr01,1995,1,BAL,AL,143,554,108,145,33,10,16,64,26,7,87,111,4,10,4,2,3 +anderbr02,1995,1,CAL,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +anderga01,1995,1,CAL,AL,106,374,50,120,19,1,16,69,6,2,19,65,4,1,2,4,8 +andersc01,1995,1,KCA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +andresh01,1995,1,MON,NL,84,220,27,47,10,1,8,31,1,1,17,68,2,1,1,2,4 +andujlu01,1995,1,CHA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +anthoer01,1995,1,CIN,NL,47,134,19,36,6,0,5,23,2,1,13,30,2,0,0,3,1 +appieke01,1995,1,KCA,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +aquinlu01,1995,1,MON,NL,29,3,0,1,0,0,0,0,0,0,1,1,0,0,0,0,0 +aquinlu01,1995,2,SFN,NL,5,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +ariasal01,1995,1,FLO,NL,94,216,22,58,9,2,3,26,1,0,22,20,1,2,3,3,8 +arochre01,1995,1,SLN,NL,41,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +ashbyan01,1995,1,SDN,NL,31,49,2,8,1,0,0,3,1,0,1,24,0,0,17,0,0 +ashlebi01,1995,1,LAN,NL,81,215,17,51,5,0,8,27,0,0,25,88,4,2,0,2,8 +assenpa01,1995,1,CLE,AL,47,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +astacpe01,1995,1,LAN,NL,48,24,0,3,1,0,0,0,0,0,1,9,0,0,2,0,1 +auderi01,1995,1,PIT,NL,42,109,10,27,8,0,2,19,1,2,6,20,0,0,0,0,4 +aurilri01,1995,1,SFN,NL,9,19,4,9,3,0,2,4,1,0,1,2,0,0,1,1,1 +ausanjo01,1995,1,NYA,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ausmubr01,1995,1,SDN,NL,103,328,44,96,16,4,5,34,16,5,31,56,3,2,4,4,6 +averyst01,1995,1,ATL,NL,29,53,4,11,1,1,2,4,0,0,1,17,0,0,8,1,0 +ayalabo01,1995,1,SEA,AL,63,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +baergca01,1995,1,CLE,AL,135,557,87,175,28,2,15,90,11,2,35,31,6,3,0,5,15 +bagweje01,1995,1,HOU,NL,114,448,88,130,29,0,21,87,12,5,79,102,12,6,0,6,9 +baileco01,1995,1,SLN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bailero01,1995,1,COL,NL,39,16,2,2,0,0,0,1,0,0,1,3,0,0,3,0,0 +baineha01,1995,1,BAL,AL,127,385,60,115,19,1,24,63,0,2,70,45,13,0,0,4,17 +bakersc01,1995,1,OAK,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +baldwja01,1995,1,CHA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bankhsc01,1995,1,NYA,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bankswi01,1995,1,CHN,NL,10,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +bankswi01,1995,2,LAN,NL,6,8,1,1,0,0,0,0,0,0,1,4,0,1,1,0,0 +bankswi01,1995,3,FLO,NL,12,17,1,6,1,0,0,1,0,0,0,4,0,0,0,0,0 +barbebr01,1995,1,BAL,AL,90,237,32,57,14,0,2,25,3,3,36,50,0,6,6,3,6 +barbebr02,1995,1,SLN,NL,9,8,0,1,0,0,0,0,0,0,1,2,0,0,0,0,0 +barkbr01,1995,1,BOS,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barryje01,1995,1,NYN,NL,15,15,2,2,1,0,0,0,0,0,1,8,0,0,0,0,0 +bartosh01,1995,1,SFN,NL,52,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +basske01,1995,1,BAL,AL,111,295,32,72,12,0,5,32,8,8,24,47,0,2,4,2,15 +batesja01,1995,1,COL,NL,116,322,42,86,17,4,8,46,3,6,42,70,3,2,2,0,4 +battlal01,1995,1,SLN,NL,61,118,13,32,5,0,0,2,3,3,15,26,0,1,3,0,0 +battlho01,1995,1,TOR,AL,9,15,3,3,0,0,0,0,1,0,4,8,0,0,0,0,0 +bautida01,1995,1,DET,AL,89,271,28,55,9,0,7,27,4,1,12,68,0,0,6,0,6 +bautijo01,1995,1,SFN,NL,52,18,0,0,0,0,0,0,0,0,1,9,0,0,1,0,0 +beanbi01,1995,1,SDN,NL,4,7,1,0,0,0,0,0,0,0,1,4,0,0,0,0,0 +beckeri01,1995,1,MIN,AL,106,392,45,93,15,1,2,33,8,9,34,95,0,4,6,2,9 +beckro01,1995,1,SFN,NL,60,3,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +bedrost01,1995,1,ATL,NL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +belchti01,1995,1,SEA,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +belinst01,1995,1,BOS,AL,63,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bellda01,1995,1,CLE,AL,2,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bellda01,1995,2,SLN,NL,39,144,13,36,7,2,2,19,1,2,4,25,0,2,0,1,0 +bellde01,1995,1,HOU,NL,112,452,63,151,21,2,8,86,27,9,33,71,2,8,0,6,10 +belleal01,1995,1,CLE,AL,143,546,121,173,52,1,50,126,5,2,73,80,5,6,0,4,24 +bellira01,1995,1,ATL,NL,75,180,12,40,2,1,0,7,2,2,6,28,2,2,4,0,4 +bellja01,1995,1,PIT,NL,138,530,79,139,28,4,13,55,2,5,55,110,1,4,3,1,13 +bellju01,1995,1,BOS,AL,17,26,7,4,2,0,1,2,0,0,2,10,0,0,0,1,0 +beltres01,1995,1,TEX,AL,54,92,7,20,8,0,0,7,0,0,4,15,0,0,3,0,1 +benarma01,1995,1,SFN,NL,13,34,5,13,2,0,1,4,1,0,1,7,0,0,0,0,1 +benesal01,1995,1,SLN,NL,3,6,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +benesan01,1995,1,SDN,NL,19,40,2,6,1,0,0,3,0,0,1,18,0,0,3,0,1 +benesan01,1995,2,SEA,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +benitar01,1995,1,BAL,AL,44,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +benitya01,1995,1,MON,NL,14,39,8,15,2,1,2,7,0,2,1,7,0,0,0,0,1 +benjami01,1995,1,SFN,NL,68,186,19,41,6,0,3,12,11,1,8,51,3,1,7,0,3 +benneer01,1995,1,CAL,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bennega01,1995,1,PHI,NL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +benzito01,1995,1,SFN,NL,9,10,2,2,0,0,1,2,0,0,2,3,1,0,0,1,0 +bereja01,1995,1,CHA,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bergmse01,1995,1,DET,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +berroge01,1995,1,OAK,AL,141,546,87,152,22,3,22,88,7,4,63,98,2,1,0,6,12 +berryda01,1995,1,CIN,NL,34,82,6,15,3,0,2,11,0,0,10,19,2,0,1,4,3 +berryse01,1995,1,MON,NL,103,314,38,100,22,1,14,55,3,8,25,53,1,2,2,5,5 +bertomi01,1995,1,CHA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +beruman01,1995,1,SDN,NL,37,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +bicheda01,1995,1,COL,NL,139,579,102,197,38,2,40,128,13,9,22,96,5,4,0,7,16 +bielemi01,1995,1,CAL,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +biggicr01,1995,1,HOU,NL,141,553,123,167,30,2,22,77,33,8,80,85,1,22,11,7,6 +birkbmi01,1995,1,NYN,NL,4,6,1,2,0,0,0,0,0,0,1,1,0,1,1,0,0 +blackbu02,1995,1,CLE,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +blairwi01,1995,1,SDN,NL,40,24,2,0,0,0,0,1,0,0,1,17,0,0,4,0,0 +blausje01,1995,1,ATL,NL,115,431,60,91,16,2,12,31,8,5,57,107,2,12,2,2,6 +blomdbe01,1995,1,DET,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +blowemi01,1995,1,SEA,AL,134,439,59,113,24,1,23,96,2,1,53,128,0,0,3,3,18 +bochtdo01,1995,1,SDN,NL,34,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +boehrbr01,1995,1,NYA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +boevejo01,1995,1,DET,AL,60,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bogarti01,1995,1,NYN,NL,78,145,17,42,7,0,1,21,1,0,9,25,0,0,2,1,2 +boggswa01,1995,1,NYA,AL,126,460,76,149,22,4,5,63,1,1,74,50,5,0,0,7,13 +bohanbr01,1995,1,DET,AL,52,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +boltoro01,1995,1,CHA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bondsba01,1995,1,SFN,NL,144,506,109,149,30,7,33,104,31,10,120,83,22,5,0,4,12 +bonesri01,1995,1,ML4,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bonilbo01,1995,1,NYN,NL,80,317,49,103,25,4,18,53,0,3,31,48,10,1,0,2,11 +bonilbo01,1995,2,BAL,AL,61,237,47,79,12,4,10,46,0,2,23,31,0,1,0,2,11 +boonebr01,1995,1,CIN,NL,138,513,63,137,34,2,15,68,5,1,41,84,0,6,5,5,14 +borbope02,1995,1,ATL,NL,41,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bordepa01,1995,1,KCA,AL,52,143,14,33,8,1,4,13,0,0,7,22,1,0,0,0,1 +bordepa01,1995,2,HOU,NL,11,35,1,4,0,0,0,0,0,0,2,7,1,0,0,0,2 +bordimi01,1995,1,OAK,AL,126,428,46,113,13,0,8,44,11,3,35,48,2,5,7,3,8 +borlato02,1995,1,PHI,NL,50,5,1,1,0,0,0,1,0,0,0,1,0,0,0,1,0 +borowjo01,1995,1,BAL,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bosioch01,1995,1,SEA,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +boskish01,1995,1,CAL,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bottari01,1995,1,PHI,NL,62,5,0,0,0,0,0,0,0,0,0,4,0,0,1,0,0 +bowenry01,1995,1,FLO,NL,4,6,1,2,0,0,0,0,0,0,0,3,0,0,0,0,0 +bradste01,1995,1,SLN,NL,19,44,6,10,1,1,0,2,1,2,2,10,0,0,0,0,0 +bradydo01,1995,1,CHA,AL,12,21,4,4,1,0,0,3,0,1,2,4,0,0,0,0,1 +braggda01,1995,1,SEA,AL,52,145,20,34,5,1,3,12,9,0,18,37,1,4,1,2,2 +brandma01,1995,1,TEX,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bransje01,1995,1,CIN,NL,122,331,43,86,18,2,12,45,2,1,44,69,14,2,1,6,9 +brantje01,1995,1,CIN,NL,56,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +brewebi01,1995,1,KCA,AL,48,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brewija01,1995,1,SFN,NL,14,23,3,5,0,0,0,1,0,0,0,7,0,0,4,0,0 +briscjo01,1995,1,OAK,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +britobe01,1995,1,MIN,AL,5,5,1,1,0,0,1,1,0,0,0,3,0,1,0,0,1 +britojo01,1995,1,COL,NL,18,51,5,11,3,0,0,7,1,0,2,17,0,1,1,0,1 +brocado01,1995,1,HOU,NL,37,16,3,4,0,1,0,1,0,0,0,5,0,0,4,0,0 +brognri01,1995,1,NYN,NL,134,495,72,143,27,2,22,76,0,0,39,111,7,2,2,2,10 +bronkje01,1995,1,ML4,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brosisc01,1995,1,OAK,AL,123,389,69,102,19,2,17,46,4,2,41,67,0,8,1,4,5 +brownja03,1995,1,BAL,AL,18,27,2,4,1,0,0,1,1,1,7,9,0,0,3,0,0 +brownje01,1995,1,FLO,NL,77,184,21,47,4,0,1,17,1,1,25,20,0,1,9,1,7 +brownke01,1995,1,BAL,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brownto05,1995,1,KCA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brumfja01,1995,1,PIT,NL,116,402,64,109,23,2,4,26,22,12,37,71,0,5,0,1,3 +brumlmi02,1995,1,HOU,NL,18,18,1,1,0,0,1,2,1,0,0,6,0,0,0,0,0 +bruskji01,1995,1,LAN,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +buechst01,1995,1,CHN,NL,32,106,10,20,2,0,1,9,0,0,11,19,0,0,1,0,1 +buechst01,1995,2,TEX,AL,9,24,0,3,0,0,0,0,0,0,4,3,1,0,0,0,0 +buforda01,1995,1,BAL,AL,24,32,6,2,0,0,0,2,3,1,6,7,0,0,3,1,0 +buforda01,1995,2,NYN,NL,44,136,24,32,5,0,4,12,7,7,19,28,0,5,0,2,3 +buhneja01,1995,1,SEA,AL,126,470,86,123,23,0,40,121,0,1,60,120,7,1,2,6,15 +bullesc01,1995,1,CHN,NL,104,150,19,41,5,7,3,22,8,3,12,30,2,1,1,0,4 +bulliji01,1995,1,CHN,NL,25,47,1,6,3,0,0,5,0,0,5,16,0,0,8,2,1 +bunchme01,1995,1,KCA,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +burbada01,1995,1,SFN,NL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +burbada01,1995,2,CIN,NL,15,15,2,1,0,0,0,0,0,0,3,9,0,0,4,0,0 +burgoen01,1995,1,SFN,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +burkejo03,1995,1,FLO,NL,31,66,3,7,1,0,0,3,0,0,2,23,0,1,4,0,1 +burksel01,1995,1,COL,NL,103,278,41,74,10,6,14,49,7,3,39,72,0,2,1,1,7 +burnije01,1995,1,CLE,AL,9,7,4,4,1,0,0,0,0,0,0,0,0,0,0,0,0 +burrote01,1995,1,TEX,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +buschmi01,1995,1,LAN,NL,13,17,3,4,0,0,3,6,0,0,0,7,0,0,0,0,0 +butchmi01,1995,1,CAL,AL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +butlebr01,1995,1,NYN,NL,90,367,54,114,13,7,1,25,21,7,43,42,2,0,6,2,4 +butlebr01,1995,2,LAN,NL,39,146,24,40,5,2,0,13,11,1,24,9,0,0,4,4,1 +byrdpa01,1995,1,NYN,NL,17,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +cacered01,1995,1,KCA,AL,55,117,13,28,6,2,1,17,2,2,8,15,0,1,3,1,3 +camermi01,1995,1,CHA,AL,28,38,4,7,2,0,1,2,0,0,3,15,0,0,3,0,0 +caminke01,1995,1,SDN,NL,143,526,74,159,33,0,26,94,12,5,69,94,8,1,0,6,11 +campbke01,1995,1,MIN,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +candito01,1995,1,LAN,NL,30,55,2,6,0,0,0,2,0,0,3,16,0,0,5,0,1 +cangejo01,1995,1,HOU,NL,90,201,46,64,5,2,2,18,21,5,48,42,2,4,2,1,3 +cansejo01,1995,1,BOS,AL,102,396,64,121,25,1,24,81,4,0,42,93,4,7,0,5,9 +carabra01,1995,1,SLN,NL,34,99,10,20,4,1,2,3,3,2,6,33,0,3,2,0,1 +carmora01,1995,1,SEA,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +carragi01,1995,1,TOR,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +carrahe01,1995,1,CIN,NL,64,7,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +carrch02,1995,1,FLO,NL,105,308,54,70,20,0,2,20,25,11,46,49,1,2,7,2,2 +carrema01,1995,1,SFN,NL,117,396,53,119,24,0,17,65,0,1,23,37,1,4,0,3,7 +cartean01,1995,1,PHI,NL,4,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +cartejo01,1995,1,TOR,AL,139,558,70,141,23,0,25,76,12,1,37,87,5,3,0,5,11 +casiala01,1995,1,CHN,NL,42,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +castepe01,1995,1,COL,NL,4,5,0,0,0,0,0,0,0,0,2,3,0,0,0,0,0 +castial01,1995,1,NYN,NL,13,29,2,3,0,0,0,0,1,0,3,9,0,1,0,0,0 +castifr01,1995,1,CHN,NL,29,59,1,6,0,0,0,1,0,0,3,25,0,0,7,0,0 +castito02,1995,1,TOR,AL,55,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +castivi02,1995,1,COL,NL,139,527,82,163,34,2,32,90,2,8,30,87,2,4,4,6,15 +castrju01,1995,1,LAN,NL,11,4,0,1,0,0,0,0,0,0,1,1,0,0,0,0,0 +cedenan01,1995,1,SDN,NL,120,390,42,82,16,2,6,31,5,3,28,92,7,5,0,1,12 +cedendo01,1995,1,TOR,AL,51,161,18,38,6,1,4,14,0,1,10,35,0,2,1,0,3 +cedenro01,1995,1,LAN,NL,40,42,4,10,2,0,0,3,1,0,3,10,0,0,0,1,1 +chambwe01,1995,1,BOS,AL,19,42,4,5,1,0,1,1,1,0,3,11,0,0,0,0,2 +charlno01,1995,1,PHI,NL,25,1,0,1,1,0,0,1,0,0,0,0,0,0,0,0,0 +charlno01,1995,2,SEA,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chrisja01,1995,1,PIT,NL,63,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +chrismi02,1995,1,DET,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cianfar01,1995,1,SDN,NL,51,118,22,31,7,0,5,31,0,2,11,28,1,2,0,1,3 +cirilje01,1995,1,ML4,AL,125,328,57,91,19,4,9,39,7,2,47,42,0,4,1,4,8 +clarkda05,1995,1,PIT,NL,77,196,30,55,6,0,4,24,3,3,24,38,1,1,0,2,9 +clarkje01,1995,1,MIN,AL,36,109,17,37,8,3,3,15,3,0,2,11,0,1,0,1,5 +clarkma01,1995,1,CLE,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clarkph02,1995,1,SDN,NL,75,97,12,21,3,0,2,7,0,2,8,18,1,1,0,2,3 +clarkte01,1995,1,ATL,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clarkte01,1995,2,BAL,AL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clarkto02,1995,1,DET,AL,27,101,10,24,5,1,3,11,0,0,8,30,0,0,0,0,2 +clarkwi02,1995,1,TEX,AL,123,454,85,137,27,3,16,92,0,1,68,50,6,4,0,11,7 +claytro01,1995,1,SFN,NL,138,509,56,124,29,3,5,58,24,9,38,109,1,3,4,3,7 +clemero02,1995,1,BOS,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clontbr01,1995,1,ATL,NL,59,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +colbrgr01,1995,1,FLO,NL,138,528,70,146,22,1,23,89,11,3,22,69,4,6,0,4,15 +coleal01,1995,1,MIN,AL,28,79,10,27,3,2,1,14,1,3,8,15,0,1,2,0,0 +colemvi01,1995,1,KCA,AL,75,293,39,84,13,4,4,20,26,9,27,48,1,1,2,1,7 +colemvi01,1995,2,SEA,AL,40,162,27,47,10,2,1,9,16,7,10,32,1,1,3,0,1 +colesda01,1995,1,SLN,NL,63,138,13,31,7,0,3,16,0,0,16,20,1,3,0,1,1 +coneda01,1995,1,TOR,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +coneda01,1995,2,NYA,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +coninje01,1995,1,FLO,NL,133,483,72,146,26,2,25,105,2,0,66,94,5,1,0,12,13 +conveji01,1995,1,SEA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +conveji01,1995,2,KCA,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cookde01,1995,1,CLE,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cookde01,1995,2,TEX,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cooksbr01,1995,1,KCA,AL,22,35,2,5,1,0,0,5,1,0,2,7,0,0,1,0,0 +coomero01,1995,1,MIN,AL,37,101,15,26,3,1,5,19,0,1,9,11,0,1,0,0,9 +coopesc01,1995,1,SLN,NL,118,374,29,86,18,2,3,40,0,3,49,85,3,3,0,4,9 +corajo01,1995,1,SEA,AL,120,427,64,127,19,2,3,39,18,7,37,31,0,6,13,4,8 +cordewi01,1995,1,MON,NL,131,514,64,147,35,2,10,49,9,5,36,88,4,9,1,4,11 +cordoma01,1995,1,MIN,AL,137,512,81,142,27,4,24,84,20,7,52,111,1,10,0,5,10 +cormirh01,1995,1,BOS,AL,48,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cornebr01,1995,1,TOR,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cornere01,1995,1,MON,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cornere01,1995,2,NYN,NL,10,20,0,2,0,0,0,0,0,0,0,7,0,0,0,0,0 +correro01,1995,1,CAL,AL,14,21,3,5,1,1,0,3,0,0,0,5,0,0,1,0,1 +corsiji01,1995,1,OAK,AL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +counscr01,1995,1,COL,NL,3,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +courtjo01,1995,1,CIN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +coxda01,1995,1,TOR,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +crabtti01,1995,1,TOR,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +creekdo01,1995,1,SLN,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +crometr01,1995,1,SLN,NL,105,345,36,78,19,0,5,18,0,0,14,66,2,4,1,5,14 +cruzfa01,1995,1,OAK,AL,8,23,0,5,0,0,0,5,1,1,3,5,0,0,2,2,1 +cummijo01,1995,1,SEA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cummijo01,1995,2,LAN,NL,35,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +cummimi01,1995,1,PIT,NL,59,152,13,37,7,1,2,15,1,0,13,30,3,0,0,0,1 +curtich01,1995,1,DET,AL,144,586,96,157,29,3,21,67,27,15,70,93,3,7,0,7,12 +cuylemi01,1995,1,DET,AL,41,88,15,18,1,4,0,5,2,1,8,16,0,0,2,0,0 +daalom01,1995,1,LAN,NL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dalesma01,1995,1,CAL,AL,11,10,1,1,1,0,0,0,0,0,0,2,0,0,0,0,0 +damonjo01,1995,1,KCA,AL,47,188,32,53,11,5,3,23,7,0,12,22,0,1,2,3,2 +darliro01,1995,1,OAK,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +darwida01,1995,1,TOR,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +darwida01,1995,2,TEX,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +daultda01,1995,1,PHI,NL,98,342,44,85,19,3,9,55,3,0,55,52,2,5,0,2,4 +davisch01,1995,1,CAL,AL,119,424,81,135,23,0,20,86,3,3,89,79,12,0,0,9,12 +davisru01,1995,1,NYA,AL,40,98,14,27,5,2,2,12,0,0,10,26,0,1,0,0,0 +davissc01,1995,1,SEA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +davisti01,1995,1,SEA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dawsoan01,1995,1,FLO,NL,79,226,30,58,10,3,8,37,0,0,9,45,1,8,0,3,7 +deckest01,1995,1,FLO,NL,51,133,12,30,2,1,3,13,1,0,19,22,1,0,0,2,1 +dedriji01,1995,1,BAL,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +deleojo01,1995,1,CHA,AL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +deleojo01,1995,2,MON,NL,7,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0 +delgaca01,1995,1,TOR,AL,37,91,7,15,3,0,3,11,0,0,6,26,0,0,0,2,1 +delucri01,1995,1,SLN,NL,56,10,1,2,0,0,0,0,0,0,1,3,0,0,1,0,1 +deshaji01,1995,1,PHI,NL,2,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +deshide01,1995,1,LAN,NL,127,425,66,109,18,3,8,37,39,14,63,83,4,1,3,1,6 +desiljo01,1995,1,BAL,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dettmjo01,1995,1,TEX,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +devarce01,1995,1,BAL,AL,6,4,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +devermi01,1995,1,CHA,AL,92,333,48,102,21,1,10,55,6,6,25,51,3,0,0,3,10 +devermi01,1995,2,ATL,NL,29,55,7,14,3,0,1,8,2,0,2,11,0,0,0,0,1 +deweyma01,1995,1,SFN,NL,27,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +diazal01,1995,1,SEA,AL,103,270,44,67,14,0,3,27,18,8,13,27,2,2,5,2,3 +diazma01,1995,1,FLO,NL,49,87,5,20,3,0,1,6,0,0,1,12,0,0,1,0,4 +dibblro01,1995,1,CHA,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dibblro01,1995,2,ML4,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dipotje01,1995,1,NYN,NL,58,5,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +disarga01,1995,1,CAL,AL,99,362,61,111,28,6,5,41,7,4,20,25,0,2,7,3,10 +dishmgl01,1995,1,SDN,NL,19,30,4,6,0,0,0,4,0,0,0,13,0,1,2,1,0 +doherjo02,1995,1,DET,AL,48,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +donnech01,1995,1,HOU,NL,19,30,4,9,0,0,0,2,0,0,3,6,2,0,0,0,1 +donnech01,1995,2,BOS,AL,40,91,13,23,2,2,2,11,0,0,9,18,0,0,0,1,1 +doughji01,1995,1,HOU,NL,56,8,1,1,0,0,0,0,0,0,0,2,0,0,1,0,0 +drabedo01,1995,1,HOU,NL,33,60,4,14,3,0,0,8,0,0,2,17,0,0,8,0,0 +dunbama01,1995,1,FLO,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +duncama01,1995,1,PHI,NL,52,196,20,56,12,1,3,23,1,2,0,43,0,1,1,3,6 +duncama01,1995,2,CIN,NL,29,69,16,20,2,1,3,13,0,1,5,19,0,0,0,2,1 +dunnst02,1995,1,MIN,AL,5,6,0,0,0,0,0,0,0,0,1,3,0,0,0,0,0 +dunstsh01,1995,1,CHN,NL,127,477,58,141,30,6,14,69,10,5,10,75,3,6,7,3,8 +durhara01,1995,1,CHA,AL,125,471,68,121,27,6,7,51,18,5,31,83,2,6,5,4,8 +dyermi01,1995,1,PIT,NL,55,7,1,4,0,0,0,1,0,0,0,2,0,0,1,0,0 +dykstle01,1995,1,PHI,NL,62,254,37,67,15,1,2,18,10,5,33,28,2,3,0,2,1 +easleda01,1995,1,CAL,AL,114,357,35,77,14,2,4,35,5,2,32,47,1,6,6,4,11 +eckerde01,1995,1,OAK,AL,52,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +eddych01,1995,1,OAK,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +edenfke01,1995,1,CAL,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +edensto01,1995,1,CHN,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +edmonji01,1995,1,CAL,AL,141,558,120,162,30,4,33,107,1,4,51,130,4,5,1,5,10 +eenhoro01,1995,1,NYA,AL,5,14,1,2,1,0,0,2,0,0,1,3,0,0,0,0,1 +eilanda01,1995,1,NYA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +eischjo01,1995,1,LAN,NL,17,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +eisenji01,1995,1,PHI,NL,129,377,46,119,22,2,10,55,10,0,38,44,4,1,2,5,7 +eldreca01,1995,1,ML4,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +elliodo01,1995,1,SDN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +elsteke01,1995,1,NYA,AL,10,17,1,2,1,0,0,0,0,0,1,5,0,0,0,0,0 +elsteke01,1995,2,PHI,NL,26,53,10,11,4,1,1,9,0,0,7,14,1,1,2,2,1 +embreal01,1995,1,CLE,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +encaran01,1995,1,PIT,NL,58,159,18,36,7,2,2,10,1,1,13,28,5,0,3,0,3 +erickjo01,1995,1,PIT,NL,19,31,2,3,1,0,0,1,0,0,0,12,0,0,6,0,0 +ericksc01,1995,1,MIN,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ericksc01,1995,2,BAL,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +eshelva01,1995,1,BOS,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +espinal01,1995,1,CLE,AL,66,143,15,36,4,0,2,17,0,2,2,16,0,1,2,2,3 +estessh01,1995,1,SFN,NL,3,5,0,0,0,0,0,0,0,0,0,2,0,0,0,0,1 +eusebto01,1995,1,HOU,NL,113,368,46,110,21,1,6,58,0,2,31,59,1,3,1,5,12 +evereca01,1995,1,NYN,NL,79,289,48,75,13,1,12,54,2,5,39,67,2,2,1,0,11 +eversbr01,1995,1,MON,NL,25,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fabrejo01,1995,1,CAL,AL,73,227,24,56,10,0,1,22,0,2,17,28,0,0,3,1,9 +fajarhe01,1995,1,TEX,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +faneyri01,1995,1,SFN,NL,46,86,7,17,4,1,0,4,1,0,11,27,0,0,1,0,2 +farrejo03,1995,1,CLE,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fasseje01,1995,1,MON,NL,30,57,6,4,0,0,0,1,0,0,5,29,0,0,8,0,0 +fermife01,1995,1,SEA,AL,73,200,21,39,6,0,0,15,2,0,6,6,0,4,8,1,7 +fermira01,1995,1,OAK,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fernaal01,1995,1,CHA,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fernasi01,1995,1,BAL,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fernasi01,1995,2,PHI,NL,11,23,1,1,0,0,0,1,0,0,1,15,0,0,1,0,0 +fernato01,1995,1,NYA,AL,108,384,57,94,20,2,5,45,6,6,42,40,4,4,3,5,14 +fettemi01,1995,1,ML4,AL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fieldce01,1995,1,DET,AL,136,494,70,120,18,1,31,82,0,1,75,116,8,5,0,4,17 +finlech01,1995,1,CAL,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +finlest01,1995,1,SDN,NL,139,562,104,167,23,8,10,44,36,12,59,62,5,3,4,2,8 +flahejo01,1995,1,DET,AL,112,354,39,86,22,1,11,40,0,0,18,47,0,3,8,2,8 +flemida01,1995,1,SEA,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +flemida01,1995,2,KCA,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fletcda01,1995,1,MON,NL,110,350,42,100,21,1,11,45,0,1,32,23,1,4,1,2,15 +fletcpa01,1995,1,PHI,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fletcsc01,1995,1,DET,AL,67,182,19,42,10,1,1,17,1,0,19,27,0,3,4,1,2 +florake01,1995,1,CAL,AL,2,1,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +florake01,1995,2,PHI,NL,24,75,12,16,3,0,2,7,1,0,4,22,0,0,2,0,0 +floredo01,1995,1,NYN,NL,14,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +floribr01,1995,1,SDN,NL,47,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +floydcl01,1995,1,MON,NL,29,69,6,9,1,0,1,8,3,0,7,22,0,1,0,0,1 +foleyto02,1995,1,MON,NL,11,24,2,5,2,0,0,2,1,0,2,4,0,0,0,0,2 +fonvich01,1995,1,MON,NL,14,12,2,4,0,0,0,0,0,2,0,3,0,0,0,0,0 +fonvich01,1995,2,LAN,NL,88,308,41,85,6,1,0,16,20,5,23,39,1,1,6,0,3 +fordybr01,1995,1,NYN,NL,4,2,1,1,1,0,0,0,0,0,1,0,0,0,0,0,0 +fortuti01,1995,1,CHA,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fossato01,1995,1,SLN,NL,58,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fosteke01,1995,1,CHN,NL,33,60,7,15,1,1,1,9,2,0,3,16,0,0,5,0,0 +foxer01,1995,1,TEX,AL,10,15,2,0,0,0,0,0,0,0,3,4,0,0,1,0,0 +francjo01,1995,1,NYN,NL,48,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +francma01,1995,1,CHN,NL,16,17,3,5,1,0,0,1,0,0,0,4,0,0,0,0,0 +frascjo01,1995,1,SLN,NL,14,7,0,0,0,0,0,0,0,0,1,6,0,0,1,0,0 +frasewi01,1995,1,MON,NL,22,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +frazilo01,1995,1,MON,NL,35,63,6,12,2,0,0,3,4,0,8,12,0,2,0,1,1 +frazilo01,1995,2,TEX,AL,49,99,19,21,2,0,0,8,9,1,7,20,0,2,3,0,2 +freemma02,1995,1,COL,NL,22,23,2,2,0,0,1,4,0,0,1,16,0,0,6,0,0 +freyst01,1995,1,SFN,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +freyst01,1995,2,SEA,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +freyst01,1995,3,PHI,NL,9,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +fryeje01,1995,1,TEX,AL,90,313,38,87,15,2,4,29,3,3,24,45,0,5,8,4,7 +frymatr01,1995,1,DET,AL,144,567,79,156,21,5,15,81,4,2,63,100,4,3,0,7,18 +gaettga01,1995,1,KCA,AL,137,514,76,134,27,0,35,96,3,3,47,91,6,8,3,6,7 +gagnegr01,1995,1,KCA,AL,120,430,58,110,25,4,6,49,3,5,38,60,2,2,7,5,11 +galaran01,1995,1,COL,NL,143,554,89,155,29,3,31,106,12,2,32,146,6,13,0,5,14 +gallada01,1995,1,PHI,NL,62,157,12,50,12,0,1,12,0,0,16,20,0,0,2,1,5 +gallada01,1995,2,CAL,AL,11,16,1,3,1,0,0,0,0,0,2,1,0,0,0,0,0 +gallemi01,1995,1,OAK,AL,43,120,11,28,0,0,0,8,0,1,9,24,0,1,2,0,3 +gantro01,1995,1,CIN,NL,119,410,79,113,19,4,29,88,23,8,74,108,5,3,1,5,11 +garceri01,1995,1,CHN,NL,7,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +garceri01,1995,2,FLO,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +garcica01,1995,1,PIT,NL,104,367,41,108,24,2,6,50,8,4,25,55,5,2,5,3,4 +garcifr01,1995,1,PIT,NL,42,57,5,8,1,1,0,1,0,1,8,17,0,0,1,0,0 +garcika01,1995,1,LAN,NL,13,20,1,4,0,0,0,0,0,0,0,4,0,0,0,0,0 +gardimi01,1995,1,DET,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gardnma01,1995,1,FLO,NL,39,21,1,4,0,0,0,1,0,0,0,6,0,0,4,0,0 +gatesbr01,1995,1,OAK,AL,136,524,60,133,24,4,5,56,3,3,46,84,2,0,4,11,15 +giambja01,1995,1,OAK,AL,54,176,27,45,7,0,6,25,2,1,28,31,0,3,1,2,4 +giannra01,1995,1,SLN,NL,9,11,0,1,0,0,0,0,0,0,3,4,0,0,0,0,0 +gibrast01,1995,1,CIN,NL,4,3,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +gibsoki01,1995,1,DET,AL,70,227,37,59,12,2,9,35,9,2,33,61,3,3,0,2,6 +gilbe01,1995,1,TEX,AL,130,415,36,91,20,3,9,46,2,4,26,147,0,1,10,2,5 +gilesbr02,1995,1,CLE,AL,6,9,6,5,0,0,1,3,0,0,0,1,0,0,0,0,0 +gilkebe01,1995,1,SLN,NL,121,480,73,143,33,4,17,69,12,6,42,70,3,5,1,3,17 +giovaed01,1995,1,ATL,NL,13,14,2,1,0,0,0,0,0,0,3,5,0,0,0,0,1 +girarjo01,1995,1,COL,NL,125,462,63,121,17,2,8,55,3,3,29,76,0,2,12,1,15 +givenbr01,1995,1,ML4,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +glavito02,1995,1,ATL,NL,29,63,6,14,1,0,1,8,0,0,2,15,0,1,8,0,0 +goffje01,1995,1,HOU,NL,12,26,2,4,2,0,1,3,0,0,4,13,0,0,0,0,1 +gohrgr01,1995,1,DET,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gomezch02,1995,1,DET,AL,123,431,49,96,20,2,11,50,4,1,41,96,0,3,3,4,13 +gomezle02,1995,1,BAL,AL,53,127,16,30,5,0,4,12,0,1,18,23,1,2,0,2,0 +gomezpa01,1995,1,SFN,NL,18,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +gonzaal01,1995,1,TOR,AL,111,367,51,89,19,4,10,42,4,4,44,114,1,1,9,4,7 +gonzaju03,1995,1,TEX,AL,90,352,57,104,20,2,27,82,0,0,17,66,3,0,0,5,15 +gonzalu01,1995,1,HOU,NL,56,209,35,54,10,4,6,35,1,3,18,30,3,3,1,3,8 +gonzalu01,1995,2,CHN,NL,77,262,34,76,19,4,7,34,5,5,39,33,5,3,0,3,8 +gonzare01,1995,1,CAL,AL,30,18,1,6,1,0,1,3,0,0,0,4,0,0,0,0,1 +goodwcu01,1995,1,BAL,AL,87,289,40,76,11,3,1,24,22,4,15,53,0,2,7,3,5 +goodwto01,1995,1,KCA,AL,133,480,72,138,16,3,4,28,50,18,38,72,0,5,14,0,7 +gordoto01,1995,1,KCA,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gottji01,1995,1,PIT,NL,25,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +gracema01,1995,1,CHN,NL,143,552,97,180,51,3,16,92,6,2,65,46,9,2,1,7,10 +gracemi02,1995,1,PHI,NL,2,2,0,0,0,0,0,0,0,0,0,2,0,0,2,0,0 +grahejo01,1995,1,COL,NL,17,12,1,5,1,0,0,2,0,0,0,3,0,0,6,0,0 +grebecr01,1995,1,CHA,AL,53,154,19,40,12,0,1,18,0,0,21,23,0,3,4,0,4 +greenmi01,1995,1,BOS,AL,120,481,67,143,25,4,15,76,9,5,38,35,4,2,0,4,18 +greensh01,1995,1,TOR,AL,121,379,52,109,31,4,15,54,1,2,20,68,3,3,0,3,4 +greento01,1995,1,PHI,NL,11,8,0,0,0,0,0,0,0,0,2,3,0,0,1,0,0 +greenty01,1995,1,PHI,NL,27,44,2,8,5,0,1,5,0,1,0,16,0,0,8,0,0 +greenwi01,1995,1,CIN,NL,8,19,1,2,0,0,0,0,0,0,3,7,0,0,0,0,1 +greerke01,1995,1,SFN,NL,8,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +greerru01,1995,1,TEX,AL,131,417,58,113,21,2,13,61,3,1,55,66,1,1,2,3,9 +greggto01,1995,1,FLO,NL,72,156,20,37,5,0,6,20,3,1,16,33,1,2,0,2,3 +griffke02,1995,1,SEA,AL,72,260,52,67,7,0,17,42,4,2,52,53,6,0,0,2,4 +grimsja01,1995,1,CLE,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grissma02,1995,1,ATL,NL,139,551,80,142,23,3,12,42,29,9,47,61,4,3,1,4,8 +groombu01,1995,1,DET,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +groombu01,1995,2,FLO,NL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grosske01,1995,1,TEX,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +groteje02,1995,1,KCA,AL,15,36,4,10,1,0,1,6,0,0,9,7,0,0,0,0,2 +grottma01,1995,1,CIN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grudzma01,1995,1,MON,NL,78,269,27,66,12,2,1,20,8,3,14,47,4,7,3,0,7 +guarded01,1995,1,MIN,AL,51,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gubicma01,1995,1,KCA,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guettle01,1995,1,SEA,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guilloz01,1995,1,CHA,AL,122,415,50,103,20,3,1,41,6,7,13,25,1,0,4,1,11 +gundeer01,1995,1,NYN,NL,30,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0 +gundeer01,1995,2,BOS,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guthrma01,1995,1,MIN,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guthrma01,1995,2,LAN,NL,24,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gutieri01,1995,1,HOU,NL,52,156,22,43,6,0,0,12,5,0,10,33,3,1,1,1,4 +guzmaju01,1995,1,TOR,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gwynnch01,1995,1,LAN,NL,67,84,8,18,3,2,1,10,0,0,6,23,1,1,0,1,5 +gwynnto01,1995,1,SDN,NL,135,535,82,197,33,1,9,90,17,5,35,15,10,1,0,6,20 +habyajo01,1995,1,SLN,NL,31,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +habyajo01,1995,2,CAL,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hajekda01,1995,1,HOU,NL,5,2,0,0,0,0,0,0,1,0,1,1,0,0,2,0,0 +halech01,1995,1,MIN,AL,69,103,10,27,4,0,2,18,0,0,11,20,1,0,0,0,6 +hallda01,1995,1,TOR,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +halljo02,1995,1,DET,AL,7,15,2,2,0,0,0,0,0,0,2,3,0,0,0,0,1 +hamelbo01,1995,1,KCA,AL,72,208,20,35,7,1,7,25,0,1,26,56,1,6,0,1,6 +hamilda02,1995,1,ML4,AL,112,398,54,108,20,6,5,44,11,1,47,35,3,3,8,3,9 +hamiljo02,1995,1,SDN,NL,31,65,4,7,2,0,0,3,0,0,2,38,0,0,5,1,1 +hammaat01,1995,1,CHA,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hammoch01,1995,1,FLO,NL,25,48,7,13,2,0,1,4,0,0,7,16,0,0,5,0,1 +hammoje01,1995,1,BAL,AL,57,178,18,43,9,1,4,23,4,2,9,30,0,1,1,2,3 +hamptmi01,1995,1,HOU,NL,24,48,7,7,0,0,0,0,0,0,4,14,0,1,4,0,0 +hancole01,1995,1,PIT,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +haneych01,1995,1,KCA,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +haneyto01,1995,1,CHN,NL,25,73,11,30,8,0,2,6,0,0,7,11,0,0,1,0,0 +hanseda01,1995,1,LAN,NL,100,181,19,52,10,0,1,14,0,0,28,28,4,1,0,1,4 +hansegr01,1995,1,LAN,NL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hansoer01,1995,1,BOS,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +haresh01,1995,1,TEX,AL,18,24,2,6,1,0,0,2,0,0,4,6,0,0,0,0,1 +harikti01,1995,1,SEA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +harkemi01,1995,1,OAK,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +harkemi01,1995,2,CAL,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +harnipe01,1995,1,NYN,NL,18,33,0,3,0,0,0,0,0,0,0,6,0,0,3,0,0 +harpebr01,1995,1,OAK,AL,2,7,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +harrige01,1995,1,PHI,NL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +harrige01,1995,2,BAL,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +harrigr01,1995,1,MON,NL,45,3,0,1,1,0,0,0,0,0,0,1,0,0,0,0,0 +harrigr02,1995,1,MIN,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +harrile01,1995,1,CIN,NL,101,197,32,41,8,3,2,16,10,1,14,20,0,0,3,1,6 +hartgde01,1995,1,HOU,NL,40,2,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +hartlmi01,1995,1,BOS,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hartlmi01,1995,2,BAL,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +harvebr01,1995,1,FLO,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +haselbi01,1995,1,BOS,AL,64,152,22,37,6,1,5,23,0,2,17,30,0,2,0,3,4 +hatchbi01,1995,1,TEX,AL,6,12,2,1,1,0,0,0,0,0,1,1,0,0,0,0,0 +hattesc01,1995,1,BOS,AL,2,2,1,1,0,0,0,0,0,0,0,0,0,0,0,0,1 +hawkila01,1995,1,MIN,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hayesch01,1995,1,PHI,NL,141,529,58,146,30,3,11,85,5,1,50,88,2,4,0,6,22 +hayneji01,1995,1,BAL,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +helfaer01,1995,1,OAK,AL,38,86,9,14,2,1,0,7,0,0,11,25,0,1,3,0,2 +helliri01,1995,1,TEX,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hemonsc01,1995,1,SLN,NL,57,118,11,17,1,0,3,9,0,0,12,31,0,2,1,1,8 +henderi01,1995,1,OAK,AL,112,407,67,122,31,1,9,54,32,10,72,66,2,4,1,3,8 +henketo01,1995,1,SLN,NL,52,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hennemi01,1995,1,DET,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hennemi01,1995,2,HOU,NL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +henrybu01,1995,1,MON,NL,21,42,1,2,0,0,0,1,0,0,0,11,0,0,5,0,0 +henrydo01,1995,1,NYN,NL,51,1,1,1,0,0,0,0,0,0,0,0,0,0,1,0,0 +henrydw01,1995,1,DET,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hentgpa01,1995,1,TOR,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +heredgi01,1995,1,MON,NL,40,33,1,6,0,0,0,2,0,0,1,3,0,0,5,0,0 +heredwi01,1995,1,TEX,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hermadu01,1995,1,SDN,NL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hernaca01,1995,1,LAN,NL,45,94,3,14,1,0,2,8,0,0,7,25,0,1,1,0,5 +hernaje02,1995,1,FLO,NL,7,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hernajo01,1995,1,CHN,NL,93,245,37,60,11,4,13,40,1,0,13,69,3,0,8,2,8 +hernaro01,1995,1,CHA,AL,60,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hernaxa01,1995,1,CIN,NL,59,8,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +herrejo02,1995,1,OAK,AL,33,70,9,17,1,2,0,2,1,3,6,11,0,0,0,1,1 +hershor01,1995,1,CLE,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hiattph01,1995,1,KCA,AL,52,113,11,23,6,0,4,12,1,0,9,37,0,0,2,0,3 +hickebr01,1995,1,CHN,NL,38,2,1,1,0,0,0,1,0,0,1,0,0,0,0,0,0 +hickebr01,1995,2,COL,NL,18,1,0,1,0,1,0,2,0,0,0,0,0,0,1,0,0 +higgibo02,1995,1,DET,AL,131,410,61,92,17,5,14,43,6,4,62,107,3,5,2,7,5 +hillgl01,1995,1,SFN,NL,132,497,71,131,29,4,24,86,25,5,39,98,4,1,0,2,11 +hillke01,1995,1,SLN,NL,18,31,1,6,0,0,0,3,0,0,2,10,0,0,5,1,0 +hillke01,1995,2,CLE,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hitchst01,1995,1,NYA,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hockide01,1995,1,MIN,AL,9,25,4,5,0,2,0,3,1,0,2,2,1,0,1,0,1 +hoffmtr01,1995,1,SDN,NL,55,2,1,1,1,0,0,2,0,0,0,1,0,0,0,0,0 +hoilech01,1995,1,BAL,AL,114,352,53,88,15,1,19,58,1,0,67,80,3,4,0,3,11 +holbera01,1995,1,SDN,NL,63,73,11,13,2,1,2,5,4,0,8,20,1,2,3,0,3 +hollato01,1995,1,LAN,NL,41,103,16,24,2,0,5,13,2,1,10,29,2,1,0,1,1 +hollida01,1995,1,PHI,NL,65,205,46,47,12,2,7,25,1,1,53,38,4,5,0,4,4 +hollida01,1995,2,BOS,AL,5,13,2,2,0,0,0,1,0,0,4,7,0,0,0,0,0 +holmeda01,1995,1,COL,NL,68,1,0,0,0,0,0,0,0,0,0,0,0,0,3,0,0 +holzema01,1995,1,CAL,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +honeyri01,1995,1,OAK,AL,49,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +honeyri01,1995,2,NYA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hookch01,1995,1,SFN,NL,45,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +hopejo01,1995,1,PIT,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hornsa01,1995,1,TEX,AL,11,9,0,1,0,0,0,0,0,0,1,6,0,0,0,0,0 +horsmvi01,1995,1,MIN,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hoseydw01,1995,1,BOS,AL,24,68,20,23,8,1,3,7,6,0,8,16,0,0,1,0,0 +howarch02,1995,1,TEX,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +howarda02,1995,1,KCA,AL,95,255,23,62,13,4,0,19,6,1,24,41,1,1,6,1,7 +howarth01,1995,1,CIN,NL,113,281,42,85,15,2,3,26,17,8,20,37,0,1,1,1,3 +howest01,1995,1,NYA,AL,56,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hubbami01,1995,1,CHN,NL,15,23,2,4,0,0,0,1,0,0,2,2,0,0,0,0,1 +hubbatr01,1995,1,COL,NL,24,58,13,18,4,0,3,9,2,1,8,6,0,0,1,0,2 +hudekjo01,1995,1,HOU,NL,19,1,0,1,0,0,0,2,0,0,0,0,0,0,0,0,0 +hudlere01,1995,1,CAL,AL,84,223,30,59,16,0,6,27,13,0,10,48,1,5,2,1,2 +hudsojo02,1995,1,BOS,AL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +huffmi01,1995,1,TOR,AL,61,138,14,32,9,1,1,9,1,1,22,21,0,1,5,2,4 +huismri01,1995,1,KCA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +huletti01,1995,1,SLN,NL,4,11,0,2,0,0,0,0,0,0,0,3,0,0,0,0,0 +hulseda01,1995,1,ML4,AL,119,339,46,85,11,6,3,47,15,3,18,60,2,0,2,5,3 +hundlto01,1995,1,NYN,NL,90,275,39,77,11,0,15,51,1,0,42,64,5,5,1,3,4 +huntebr01,1995,1,CIN,NL,40,79,9,17,6,0,1,9,2,1,11,21,1,1,0,2,2 +huntebr02,1995,1,HOU,NL,78,321,52,97,14,5,2,28,24,7,21,52,0,2,2,3,2 +hurtaed01,1995,1,TOR,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +huskebu01,1995,1,NYN,NL,28,90,8,17,1,0,3,11,1,0,10,16,0,0,1,1,3 +husonje01,1995,1,BAL,AL,66,161,24,40,4,2,1,19,5,4,15,20,1,1,2,1,4 +hyersti01,1995,1,SDN,NL,6,5,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1 +ignasmi01,1995,1,ML4,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ingraga01,1995,1,LAN,NL,44,55,5,11,2,0,0,3,3,0,9,8,0,0,2,0,0 +ingrari01,1995,1,MIN,AL,4,8,0,1,0,0,0,1,0,0,2,1,0,0,0,0,1 +isrinja01,1995,1,NYN,NL,14,27,2,4,1,0,0,0,0,0,2,10,0,1,4,0,1 +jacksda02,1995,1,SLN,NL,19,31,1,5,2,0,0,2,0,0,1,16,0,0,4,0,0 +jacksmi02,1995,1,CIN,NL,40,4,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +jacomja01,1995,1,NYN,NL,5,7,0,0,0,0,0,0,0,0,0,6,0,0,1,0,0 +jacomja01,1995,2,KCA,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jahajo01,1995,1,ML4,AL,88,316,59,99,20,2,20,65,2,1,36,66,0,4,0,1,8 +jamesch02,1995,1,KCA,AL,26,58,6,18,3,0,2,7,1,0,6,10,0,1,0,2,1 +jamesch02,1995,2,BOS,AL,16,24,2,4,1,0,0,1,0,0,1,4,0,0,2,0,1 +jamesdi01,1995,1,NYA,AL,85,209,22,60,6,1,2,26,4,1,20,16,2,0,0,2,5 +jamesmi01,1995,1,CAL,AL,46,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jarvike01,1995,1,CIN,NL,19,21,2,3,1,0,0,0,0,0,0,8,0,1,1,0,0 +javiest01,1995,1,OAK,AL,130,442,81,123,20,2,8,56,36,5,49,63,3,4,5,4,8 +jeffegr01,1995,1,PHI,NL,114,480,69,147,31,2,11,56,9,5,35,26,5,0,0,6,15 +jeffere01,1995,1,BOS,AL,46,121,21,35,8,0,5,26,0,0,9,24,1,0,0,2,3 +jeterde01,1995,1,NYA,AL,15,48,5,12,4,1,0,7,0,0,3,11,0,0,0,0,0 +johnsbr01,1995,1,SDN,NL,68,207,20,52,9,0,3,29,0,0,11,39,2,1,1,4,2 +johnsch04,1995,1,FLO,NL,97,315,40,79,15,1,11,39,0,2,46,71,2,4,4,2,11 +johnsdo04,1995,1,OAK,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnsho01,1995,1,CHN,NL,87,169,26,33,4,1,7,22,1,1,34,46,0,1,0,2,2 +johnsjo06,1995,1,BOS,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnsjo07,1995,1,FLO,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnsla03,1995,1,CHA,AL,142,607,98,186,18,12,10,57,40,6,32,31,2,1,2,3,7 +johnsma01,1995,1,PIT,NL,79,221,32,46,6,1,13,28,5,2,37,66,2,2,0,1,2 +johnsra05,1995,1,SEA,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jonesbo03,1995,1,NYN,NL,30,56,3,9,0,0,0,2,0,0,1,25,0,0,18,0,0 +jonesch05,1995,1,NYN,NL,79,182,33,51,6,2,8,31,2,1,13,45,1,1,2,3,2 +jonesch06,1995,1,ATL,NL,140,524,87,139,22,3,23,86,8,4,73,99,1,0,1,4,10 +jonesdo01,1995,1,BAL,AL,52,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jonesto02,1995,1,HOU,NL,68,5,1,1,1,0,0,0,0,0,0,1,0,0,0,0,0 +jordabr01,1995,1,SLN,NL,131,490,83,145,20,4,22,81,24,9,22,79,4,11,0,2,5 +jordake01,1995,1,PHI,NL,24,54,6,10,1,0,2,6,0,0,2,9,1,1,0,0,0 +jordari03,1995,1,TOR,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +josefe01,1995,1,KCA,AL,9,30,2,4,1,0,0,1,0,0,2,9,0,0,0,0,1 +joynewa01,1995,1,KCA,AL,131,465,69,144,28,0,12,83,3,2,69,65,10,2,5,9,10 +judenje01,1995,1,PHI,NL,13,18,1,1,0,0,1,4,0,0,0,12,0,0,3,0,0 +justida01,1995,1,ATL,NL,120,411,73,104,17,2,24,78,4,2,73,68,5,2,0,5,5 +kamiesc01,1995,1,NYA,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +karchma01,1995,1,CHA,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +karkoro01,1995,1,CHA,AL,113,323,44,70,14,1,13,51,2,3,39,84,0,5,9,6,5 +karlsc01,1995,1,ML4,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +karpry01,1995,1,PHI,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +karroer01,1995,1,LAN,NL,143,551,83,164,29,3,32,105,4,4,61,115,4,4,0,4,14 +kellymi02,1995,1,ATL,NL,97,137,26,26,6,1,3,17,7,3,11,49,0,2,2,1,2 +kellypa03,1995,1,NYA,AL,89,270,32,64,12,1,4,29,8,3,23,65,0,5,10,2,5 +kellyro01,1995,1,MON,NL,24,95,11,26,4,0,1,9,4,3,7,14,1,2,0,0,4 +kellyro01,1995,2,LAN,NL,112,409,47,114,19,2,6,48,15,7,15,65,5,4,0,7,10 +kentje01,1995,1,NYN,NL,125,472,65,131,22,3,20,65,3,3,29,89,3,8,1,4,9 +keyji01,1995,1,NYA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +keysebr01,1995,1,CHA,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kiefema01,1995,1,ML4,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kileda01,1995,1,HOU,NL,25,36,1,4,1,0,0,6,0,0,4,20,0,0,5,0,1 +kingemi01,1995,1,COL,NL,119,350,66,94,18,4,8,37,13,5,45,40,1,0,6,1,7 +kingje01,1995,1,PIT,NL,122,445,61,118,27,2,18,87,7,4,55,63,5,1,0,8,10 +kingke01,1995,1,SEA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kirbywa01,1995,1,CLE,AL,101,188,29,39,10,2,1,14,10,3,13,32,0,1,1,2,4 +kleskry01,1995,1,ATL,NL,107,329,48,102,25,2,23,70,5,4,47,72,10,2,0,3,8 +klingsc01,1995,1,BAL,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +klingsc01,1995,2,MIN,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kmakjo01,1995,1,CHN,NL,19,53,7,13,3,0,1,6,0,0,6,12,0,1,0,1,2 +knoblch01,1995,1,MIN,AL,136,538,107,179,34,8,11,63,46,18,78,95,3,10,0,3,15 +knorrra01,1995,1,TOR,AL,45,132,18,28,8,0,3,16,0,0,11,28,0,0,1,0,5 +konusde01,1995,1,PIT,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kowitbr01,1995,1,ATL,NL,10,24,3,4,1,0,0,3,0,1,2,5,0,1,1,0,0 +kreutch01,1995,1,SEA,AL,26,75,12,17,5,0,1,8,0,0,5,22,0,2,1,0,0 +krivdri01,1995,1,BAL,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kroonma01,1995,1,SDN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kruegbi01,1995,1,SDN,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kruegbi01,1995,2,SEA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +krukjo01,1995,1,CHA,AL,45,159,13,49,7,0,2,23,0,1,26,33,0,0,0,3,5 +lakerti01,1995,1,MON,NL,64,141,17,33,8,1,3,20,0,1,14,38,4,1,1,1,5 +lampkto01,1995,1,SFN,NL,65,76,8,21,2,0,1,9,2,0,9,8,1,1,0,0,1 +langsma01,1995,1,CAL,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lankfra01,1995,1,SLN,NL,132,483,81,134,35,2,25,82,24,8,63,110,6,2,0,5,10 +lansimi01,1995,1,MON,NL,127,467,47,119,30,2,10,62,27,4,28,65,2,3,1,3,14 +larkiba01,1995,1,CIN,NL,131,496,98,158,29,6,15,66,51,5,61,49,2,3,3,4,6 +lavalmi01,1995,1,CHA,AL,46,98,7,24,6,0,1,19,0,0,9,15,0,0,0,2,3 +lawtoma02,1995,1,MIN,AL,21,60,11,19,4,1,1,12,1,1,7,11,0,3,0,0,1 +ledesaa01,1995,1,NYN,NL,21,33,4,8,0,0,0,3,0,0,6,7,1,0,0,0,2 +leema02,1995,1,SLN,NL,1,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +leema03,1995,1,BAL,AL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leipeda01,1995,1,OAK,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leipeda01,1995,2,MON,NL,26,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leiteal01,1995,1,TOR,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leitema01,1995,1,SFN,NL,30,61,2,6,0,0,0,5,0,0,4,33,0,0,9,0,2 +leiussc01,1995,1,MIN,AL,117,372,51,92,16,5,4,45,2,1,49,54,3,2,0,4,14 +lemkema01,1995,1,ATL,NL,116,399,42,101,16,5,5,38,2,2,44,40,4,0,7,3,17 +leonama01,1995,1,SFN,NL,14,21,4,4,1,0,1,4,0,0,5,2,1,0,0,0,0 +leskacu01,1995,1,COL,NL,76,7,1,1,0,0,0,0,0,0,0,1,0,0,2,0,1 +levisje01,1995,1,CLE,AL,12,18,1,6,2,0,0,3,0,0,1,0,0,0,1,2,1 +lewisda01,1995,1,SFN,NL,74,309,47,78,10,3,1,16,21,7,17,37,0,6,7,1,6 +lewisda01,1995,2,CIN,NL,58,163,19,40,3,0,0,8,11,11,17,20,0,2,5,0,3 +lewisma01,1995,1,CIN,NL,81,171,25,58,13,1,3,30,0,3,21,33,2,0,0,2,1 +lewisri01,1995,1,FLO,NL,21,1,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +leyriji01,1995,1,NYA,AL,77,264,37,71,12,0,7,37,1,1,37,73,2,8,0,1,4 +liebejo01,1995,1,PIT,NL,21,21,0,1,0,0,0,0,0,0,0,14,0,0,0,0,1 +liebemi01,1995,1,PHI,NL,16,47,1,12,2,0,0,4,0,0,5,5,0,0,2,0,1 +lillide01,1995,1,BOS,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +limajo01,1995,1,DET,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lindjo01,1995,1,KCA,AL,29,97,4,26,3,0,0,6,0,1,3,8,0,0,1,0,2 +lindjo01,1995,2,CAL,AL,15,43,5,7,2,0,0,1,0,0,3,4,0,0,0,0,3 +lintodo01,1995,1,KCA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lirafe01,1995,1,DET,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +liriane01,1995,1,PIT,NL,107,259,29,74,12,1,5,38,2,2,24,34,3,2,1,3,2 +listapa01,1995,1,ML4,AL,101,334,35,73,8,2,0,25,13,3,25,61,0,2,7,1,6 +livinsc01,1995,1,SDN,NL,99,196,26,66,15,0,5,32,2,1,15,22,1,0,0,2,3 +lloydgr01,1995,1,ML4,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +loaizes01,1995,1,PIT,NL,33,52,4,10,1,1,0,2,0,0,1,11,0,0,7,1,1 +lockhke01,1995,1,KCA,AL,94,274,41,88,19,3,6,33,8,1,14,21,2,4,1,7,2 +loftoke01,1995,1,CLE,AL,118,481,93,149,22,13,7,53,54,15,40,49,6,1,4,3,6 +lomonke01,1995,1,NYN,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +longmto01,1995,1,PHI,NL,59,104,21,37,7,0,3,19,1,1,11,19,1,1,0,1,1 +loonebr01,1995,1,BOS,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lopezal02,1995,1,CLE,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lopezja01,1995,1,ATL,NL,100,333,37,105,11,4,14,51,0,1,14,57,0,2,0,3,13 +loretma01,1995,1,ML4,AL,19,50,13,13,3,0,1,3,1,1,4,7,0,1,1,0,1 +lorraan01,1995,1,CHA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lyonsba01,1995,1,CHA,AL,27,64,8,17,2,0,5,16,0,0,4,14,0,0,1,1,0 +maaske01,1995,1,MIN,AL,22,57,5,11,4,0,1,5,0,0,7,11,2,0,0,0,4 +mabryjo01,1995,1,SLN,NL,129,388,35,119,21,1,5,41,0,3,24,45,5,2,0,4,6 +macdobo01,1995,1,NYA,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +macfami01,1995,1,BOS,AL,115,364,45,82,18,1,15,51,2,1,38,78,0,14,0,4,9 +maddugr01,1995,1,ATL,NL,28,72,8,11,2,0,0,0,0,0,3,22,0,0,6,0,0 +maddumi01,1995,1,PIT,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +maddumi01,1995,2,BOS,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +magadda01,1995,1,HOU,NL,127,348,44,109,24,0,2,51,2,1,71,56,9,0,1,2,9 +magnami01,1995,1,KCA,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mahayro01,1995,1,BOS,AL,5,20,3,4,2,0,1,3,0,0,1,6,0,1,0,0,0 +mahompa01,1995,1,MIN,AL,47,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +maldoca01,1995,1,TOR,AL,61,160,22,43,13,0,7,25,1,1,25,45,0,2,0,3,5 +maldoca01,1995,2,TEX,AL,13,30,6,7,3,0,2,5,0,1,7,5,0,0,0,0,1 +mantema01,1995,1,FLO,NL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mantoje01,1995,1,BAL,AL,89,254,31,65,9,0,17,38,0,3,24,69,0,2,0,0,6 +manwaki01,1995,1,SFN,NL,118,379,21,95,15,2,4,36,1,0,27,72,6,10,4,4,8 +manzajo01,1995,1,NYN,NL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +manzajo01,1995,2,NYA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +manzara01,1995,1,PIT,NL,5,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +marquis01,1995,1,CHA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +marshto01,1995,1,PHI,NL,43,109,13,32,3,1,3,15,0,1,4,25,0,0,0,1,1 +martial03,1995,1,PIT,NL,124,439,70,124,25,3,13,41,20,11,44,92,6,2,1,0,5 +martica02,1995,1,CAL,AL,26,61,7,11,1,0,1,9,0,0,6,7,2,1,0,0,2 +martida01,1995,1,CHA,AL,119,303,49,93,16,4,5,37,8,2,32,41,2,1,9,4,6 +martide01,1995,1,CLE,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +martied01,1995,1,SEA,AL,145,511,121,182,52,0,29,113,4,3,116,87,19,8,0,4,11 +martino01,1995,1,CHA,AL,72,160,17,43,7,4,2,17,5,0,3,25,0,1,2,3,5 +martipe02,1995,1,MON,NL,30,63,2,7,0,0,0,2,0,0,0,30,0,2,5,2,1 +martipe03,1995,1,HOU,NL,25,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +martira02,1995,1,LAN,NL,30,64,2,11,4,0,0,4,0,0,1,19,0,0,13,0,0 +martisa01,1995,1,TOR,AL,62,191,12,46,12,0,2,25,0,0,7,45,0,1,0,1,1 +martiti02,1995,1,SEA,AL,141,519,92,152,35,3,31,111,0,0,62,91,15,4,2,6,10 +marzajo01,1995,1,TEX,AL,2,6,1,2,0,0,0,0,0,0,0,0,0,0,0,0,0 +masteda01,1995,1,MIN,AL,71,198,21,47,12,0,3,21,1,2,18,19,0,1,1,1,7 +mathemi01,1995,1,ML4,AL,80,166,13,41,9,1,0,21,2,1,12,28,0,2,1,0,3 +mathete01,1995,1,FLO,NL,57,13,2,6,2,0,0,3,0,0,0,4,0,0,0,0,1 +mathetj01,1995,1,SLN,NL,23,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +mattido01,1995,1,NYA,AL,128,458,59,132,32,2,7,49,0,2,40,35,7,1,0,8,17 +mauseti01,1995,1,SDN,NL,5,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +maxcybr01,1995,1,DET,AL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mayda02,1995,1,ATL,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mayde01,1995,1,ML4,AL,32,113,15,28,3,1,1,9,0,1,5,18,0,1,0,0,1 +mayde01,1995,2,HOU,NL,78,206,29,62,15,1,8,41,5,0,19,24,0,1,0,3,4 +maynebr01,1995,1,KCA,AL,110,307,23,77,18,1,1,27,0,1,25,41,1,3,11,1,16 +mcandja01,1995,1,ML4,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mccarda01,1995,1,MIN,AL,25,55,10,12,3,1,0,4,0,1,4,18,0,1,0,1,1 +mccarda01,1995,2,SFN,NL,12,20,1,5,1,0,0,2,1,0,2,4,0,0,0,0,0 +mccaski01,1995,1,CHA,AL,55,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mccraqu01,1995,1,COL,NL,3,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +mccurje01,1995,1,PIT,NL,55,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +mcdavra01,1995,1,SDN,NL,11,17,2,3,0,0,0,0,1,1,2,6,0,0,0,0,1 +mcdonbe01,1995,1,BAL,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcdowja01,1995,1,NYA,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcdowro01,1995,1,TEX,AL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcelrch01,1995,1,CIN,NL,44,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcgeewi01,1995,1,BOS,AL,67,200,32,57,11,3,2,15,5,2,9,41,0,0,5,3,5 +mcginru01,1995,1,KCA,AL,3,5,1,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +mcgrifr01,1995,1,ATL,NL,144,528,85,148,27,1,27,93,3,6,65,99,6,5,0,6,19 +mcgwima01,1995,1,OAK,AL,104,317,75,87,13,0,39,90,1,1,88,77,5,11,0,6,9 +mclemma01,1995,1,TEX,AL,129,467,73,122,20,5,5,41,21,11,59,71,6,3,10,3,10 +mcmicgr01,1995,1,ATL,NL,67,6,0,0,0,0,0,0,0,0,1,4,0,0,0,0,0 +mcmurcr01,1995,1,HOU,NL,11,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +mcraebr01,1995,1,CHN,NL,137,580,92,167,38,7,12,48,27,8,47,92,1,7,3,1,12 +meachru01,1995,1,KCA,AL,49,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mearepa01,1995,1,MIN,AL,116,390,57,105,19,4,12,49,10,4,15,68,0,11,4,5,17 +mecirji01,1995,1,SEA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mejiaro02,1995,1,COL,NL,23,52,5,8,1,0,1,4,0,1,0,17,0,1,0,1,1 +menhapa01,1995,1,TOR,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mercehe01,1995,1,KCA,AL,23,43,7,11,2,0,0,9,0,0,8,13,0,1,1,2,0 +mercejo02,1995,1,ML4,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +merceor01,1995,1,PIT,NL,132,487,75,146,29,4,15,83,7,2,52,74,9,1,0,5,9 +merckke01,1995,1,ATL,NL,29,48,1,5,3,0,0,5,0,0,0,17,0,0,6,0,0 +merulma01,1995,1,MIN,AL,76,195,19,55,14,1,1,27,0,1,14,27,0,3,1,3,5 +mesajo01,1995,1,CLE,AL,62,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +micelda01,1995,1,PIT,NL,58,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +mieskma01,1995,1,ML4,AL,117,267,42,67,13,1,12,48,2,4,27,45,0,4,0,5,8 +milleke01,1995,1,KCA,AL,9,15,2,5,0,0,1,3,0,0,2,4,0,0,0,0,1 +milleor01,1995,1,HOU,NL,92,324,36,85,20,1,5,36,3,4,22,71,8,5,4,0,7 +millsal01,1995,1,BAL,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mimbsmi01,1995,1,PHI,NL,35,35,2,5,1,0,0,2,0,0,0,12,0,0,8,0,0 +minorbl01,1995,1,NYN,NL,35,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mintzst01,1995,1,SFN,NL,14,3,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +miranan01,1995,1,ML4,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mlickda01,1995,1,NYN,NL,29,39,2,2,0,0,0,2,0,0,8,12,0,0,12,0,0 +mohlemi01,1995,1,OAK,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +molitpa01,1995,1,TOR,AL,130,525,63,142,31,2,15,60,12,0,61,57,1,5,3,4,10 +mondera01,1995,1,LAN,NL,139,536,91,153,23,6,26,88,27,4,33,96,4,4,0,7,7 +monteri01,1995,1,CAL,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +montgje01,1995,1,KCA,AL,54,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mooremi01,1995,1,DET,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +moranmi01,1995,1,PHI,NL,127,494,65,140,34,7,6,49,9,6,42,80,3,9,4,1,11 +mordemi01,1995,1,ATL,NL,69,75,10,21,6,0,3,11,0,0,9,16,0,0,2,1,0 +morelra01,1995,1,PIT,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +morgami01,1995,1,CHN,NL,4,7,1,1,0,0,0,0,0,0,0,2,0,0,1,0,0 +morgami01,1995,2,SLN,NL,17,31,1,1,0,0,0,0,0,0,3,18,0,0,3,0,0 +mormaru01,1995,1,FLO,NL,34,72,9,20,2,1,3,7,0,0,3,12,0,1,0,0,5 +morriha02,1995,1,CIN,NL,101,359,53,100,25,2,11,51,1,1,29,58,7,1,1,1,10 +motajo01,1995,1,KCA,AL,2,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +moutoja01,1995,1,HOU,NL,104,298,42,78,18,2,4,27,25,8,25,59,1,4,3,1,5 +moutoly01,1995,1,CHA,AL,58,179,23,54,16,0,5,27,1,0,19,46,0,2,0,1,7 +moyerja01,1995,1,BAL,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mulhote01,1995,1,SFN,NL,30,49,3,5,1,1,1,3,0,0,1,22,0,0,3,1,1 +munozbo01,1995,1,PHI,NL,3,5,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +munozmi01,1995,1,COL,NL,64,2,1,1,1,0,0,1,0,0,2,1,0,0,0,0,0 +munozno01,1995,1,LAN,NL,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +munozos01,1995,1,MIN,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +munozpe01,1995,1,MIN,AL,104,376,45,113,17,0,18,58,0,3,19,86,0,3,0,2,14 +murphro01,1995,1,LAN,NL,6,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +murphro01,1995,2,FLO,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +murraed02,1995,1,CLE,AL,113,436,68,141,21,0,21,82,5,1,39,65,5,0,0,5,12 +murrama01,1995,1,ATL,NL,4,2,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +murrama01,1995,2,BOS,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mussimi01,1995,1,BAL,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +myersgr01,1995,1,CAL,AL,85,273,35,71,12,2,9,38,0,1,17,49,3,1,1,2,4 +myersmi01,1995,1,FLO,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +myersmi01,1995,2,DET,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +myersra01,1995,1,CHN,NL,57,0,0,0,0,0,0,1,0,0,1,0,0,0,0,0,0 +nabhoch01,1995,1,CHN,NL,34,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +naehrti01,1995,1,BOS,AL,126,433,61,133,27,2,10,57,0,2,77,66,5,4,4,2,16 +nagych01,1995,1,CLE,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +natalro01,1995,1,FLO,NL,16,43,2,10,2,1,2,6,0,0,1,9,0,0,1,1,0 +navarja01,1995,1,CHN,NL,29,65,0,12,5,0,0,7,0,0,1,25,0,0,8,0,0 +neaglde01,1995,1,PIT,NL,32,74,5,9,3,0,1,8,0,0,4,26,0,0,5,0,0 +nelsoje01,1995,1,SEA,AL,62,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nenro01,1995,1,FLO,NL,62,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nevinph01,1995,1,HOU,NL,18,60,4,7,1,0,0,1,1,0,7,13,1,1,1,0,2 +nevinph01,1995,2,DET,AL,29,96,9,21,3,1,2,12,0,0,11,27,0,3,0,0,3 +newfima01,1995,1,SEA,AL,24,85,7,16,3,0,3,14,0,0,3,16,1,1,0,0,2 +newfima01,1995,2,SDN,NL,21,55,6,17,5,1,1,7,0,0,2,8,0,0,0,0,3 +newsowa01,1995,1,CHA,AL,51,85,19,20,0,2,3,9,1,1,23,27,0,1,0,0,2 +newsowa01,1995,2,SEA,AL,33,72,15,21,2,0,2,6,1,0,16,18,0,0,0,0,1 +nichoro02,1995,1,ATL,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nichtch01,1995,1,TEX,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +niedda01,1995,1,COL,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nieveme01,1995,1,SDN,NL,98,234,32,48,6,1,14,38,2,3,19,88,0,5,1,3,9 +nilssda01,1995,1,ML4,AL,81,263,41,73,12,1,12,53,2,0,24,41,4,2,0,5,9 +nitkocj01,1995,1,CIN,NL,9,10,1,2,0,0,0,1,0,0,0,6,0,0,0,0,0 +nitkocj01,1995,2,DET,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nixonot01,1995,1,TEX,AL,139,589,87,174,21,2,0,45,50,21,58,85,1,0,6,3,6 +nokesma01,1995,1,BAL,AL,26,49,4,6,1,0,2,6,0,0,4,11,0,0,0,1,2 +nokesma01,1995,2,COL,NL,10,11,1,2,1,0,0,0,0,0,1,4,1,0,0,0,1 +nomohi01,1995,1,LAN,NL,28,66,2,6,0,0,0,4,0,0,0,33,0,0,5,1,1 +normale01,1995,1,KCA,AL,24,40,6,9,0,1,0,4,0,1,6,6,0,0,1,0,0 +nunnajo01,1995,1,KCA,AL,119,303,51,74,15,6,14,42,6,4,51,86,5,2,4,0,4 +obandsh01,1995,1,BAL,AL,16,38,0,10,1,0,0,3,1,0,2,12,0,0,0,1,0 +obriech01,1995,1,ATL,NL,67,198,18,45,7,0,9,23,0,1,29,40,2,6,0,0,8 +ochoaal01,1995,1,NYN,NL,11,37,7,11,1,0,0,0,1,0,2,10,0,0,0,0,1 +offerjo01,1995,1,LAN,NL,119,429,69,123,14,6,4,33,2,7,69,67,0,3,10,0,5 +ogeach01,1995,1,CLE,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +oleartr01,1995,1,BOS,AL,112,399,60,123,31,6,10,49,5,3,29,64,4,1,3,2,8 +olerujo01,1995,1,TOR,AL,135,492,72,143,32,0,8,54,0,0,84,54,10,4,0,1,17 +olivajo01,1995,1,ATL,NL,48,109,7,17,4,0,5,12,0,0,7,22,0,0,0,0,2 +olivajo01,1995,2,SLN,NL,22,74,8,9,1,0,2,8,0,0,5,24,0,2,0,1,3 +olivaom01,1995,1,COL,NL,12,7,0,1,1,0,0,0,0,0,1,3,0,0,1,0,0 +olivaom01,1995,2,PHI,NL,5,2,1,1,0,0,1,2,0,0,0,1,0,0,0,0,0 +oliveda02,1995,1,TEX,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +olivejo01,1995,1,ML4,AL,97,337,43,92,20,0,12,51,2,4,27,66,1,3,2,0,11 +olsongr01,1995,1,CLE,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +olsongr01,1995,2,KCA,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +oneilpa01,1995,1,NYA,AL,127,460,82,138,30,4,22,96,1,2,71,76,8,1,0,11,25 +ontivst02,1995,1,OAK,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +oquenjo01,1995,1,SLN,NL,88,220,31,46,8,3,2,17,1,1,35,21,3,0,4,1,1 +oquismi01,1995,1,BAL,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +oroscje01,1995,1,BAL,AL,65,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +orsuljo01,1995,1,NYN,NL,108,290,41,82,19,2,1,37,1,3,19,35,2,1,1,6,3 +ortizlu01,1995,1,TEX,AL,41,108,10,25,5,2,1,18,0,1,6,18,0,0,0,1,7 +osbordo01,1995,1,SLN,NL,19,31,1,5,3,0,0,4,0,0,3,15,0,1,3,0,0 +osunaan01,1995,1,LAN,NL,39,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +oterori01,1995,1,NYN,NL,35,51,5,7,2,0,0,1,2,1,3,10,0,0,1,0,1 +owenser01,1995,1,CIN,NL,2,2,0,2,0,0,0,1,0,0,0,0,0,0,1,0,0 +owensja02,1995,1,COL,NL,18,45,7,11,2,0,4,12,0,0,2,15,0,1,0,1,0 +owensp01,1995,1,CAL,AL,82,218,17,50,9,3,1,28,3,2,18,22,1,0,1,0,7 +paglimi01,1995,1,TEX,AL,86,241,27,56,16,0,4,27,0,0,15,49,2,1,2,3,10 +pagnoto01,1995,1,SLN,NL,62,219,17,47,14,1,2,15,0,1,11,31,0,1,0,1,9 +paintla01,1995,1,COL,NL,33,9,0,1,1,0,0,0,0,0,1,4,0,0,1,0,0 +palacvi01,1995,1,SLN,NL,20,6,1,1,0,0,0,0,0,0,0,4,0,0,1,0,0 +palmede01,1995,1,TEX,AL,36,119,30,40,6,0,9,24,1,1,21,21,1,4,0,1,2 +palmeor01,1995,1,CAL,AL,15,20,3,7,0,0,0,1,0,0,1,1,0,0,0,0,0 +palmera01,1995,1,BAL,AL,143,554,89,172,30,2,39,104,3,1,62,65,5,3,0,5,12 +paquecr01,1995,1,OAK,AL,105,283,42,64,13,1,13,49,5,2,12,88,0,1,3,5,5 +parenma01,1995,1,PIT,NL,69,233,25,54,9,0,15,33,0,0,23,62,2,0,1,0,5 +parenma01,1995,2,CHN,NL,12,32,5,8,2,0,3,5,0,0,3,7,0,0,0,0,1 +parkch01,1995,1,LAN,NL,2,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +parkeri01,1995,1,LAN,NL,27,29,3,8,0,0,0,4,1,1,2,4,0,0,2,0,1 +parrajo01,1995,1,LAN,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0 +parrajo01,1995,2,MIN,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +parreje01,1995,1,SLN,NL,59,2,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +parrila02,1995,1,TOR,AL,70,178,15,36,9,0,4,22,0,0,15,52,0,1,6,2,4 +parrist01,1995,1,PIT,NL,15,28,2,7,2,0,0,4,0,0,0,10,0,0,1,0,0 +pattebo01,1995,1,CAL,AL,62,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +patteje01,1995,1,NYA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pattejo01,1995,1,SFN,NL,95,205,27,42,5,3,1,14,4,2,14,41,1,12,6,0,7 +pavlada01,1995,1,NYA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pavliro01,1995,1,TEX,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +peguest01,1995,1,PIT,NL,82,171,17,42,8,0,6,16,1,2,4,36,0,1,0,3,3 +pemberu01,1995,1,DET,AL,12,30,3,9,3,1,0,3,0,0,1,5,0,1,0,0,3 +penaal01,1995,1,BOS,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +penaal01,1995,2,FLO,NL,13,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +penaal01,1995,3,ATL,NL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +penage01,1995,1,SLN,NL,32,101,20,27,6,1,1,8,3,2,16,30,1,1,4,2,2 +penato01,1995,1,CLE,AL,91,263,25,69,15,0,5,28,1,0,14,44,1,1,1,0,9 +pendlte01,1995,1,FLO,NL,133,513,70,149,32,1,14,78,1,2,38,84,7,2,0,4,7 +pennibr01,1995,1,BAL,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pennibr01,1995,2,CIN,NL,6,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +pennsh01,1995,1,DET,AL,3,9,0,3,0,0,0,0,0,0,1,2,0,0,0,0,2 +percitr01,1995,1,CAL,AL,62,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +perezca01,1995,1,MON,NL,28,45,1,6,1,1,1,5,0,0,4,21,0,0,4,0,0 +perezed01,1995,1,CAL,AL,29,71,9,12,4,1,1,7,0,2,12,9,0,2,0,1,3 +perezed02,1995,1,ATL,NL,7,13,1,4,1,0,1,4,0,0,0,2,0,0,0,0,0 +perezme01,1995,1,NYA,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +perezmi01,1995,1,CHN,NL,68,4,1,0,0,0,0,0,0,0,2,4,0,0,1,0,0 +perezro01,1995,1,TOR,AL,17,48,2,9,2,0,1,3,0,0,0,5,0,0,0,0,1 +perezto03,1995,1,TOR,AL,41,98,12,24,3,1,1,8,0,1,7,18,0,0,0,1,6 +perezyo01,1995,1,FLO,NL,69,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +perryge01,1995,1,SLN,NL,65,79,4,13,4,0,0,5,0,0,6,12,0,0,0,0,2 +perryhe01,1995,1,CLE,AL,52,162,23,51,13,1,3,23,1,3,13,28,0,4,3,2,5 +persoro01,1995,1,NYN,NL,3,3,1,2,0,0,0,0,0,0,0,0,0,0,0,0,0 +petagro01,1995,1,SDN,NL,89,124,15,29,8,0,3,17,0,0,26,41,2,0,2,0,2 +petkoma01,1995,1,SLN,NL,26,37,4,3,0,0,0,2,0,0,5,11,0,0,3,1,0 +pettian01,1995,1,NYA,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +philljr01,1995,1,SFN,NL,92,231,27,45,9,0,9,28,1,1,19,69,2,0,2,0,3 +phillto02,1995,1,CAL,AL,139,525,119,137,21,1,27,61,13,10,113,135,6,3,1,1,5 +phoenst01,1995,1,OAK,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +piazzmi01,1995,1,LAN,NL,112,434,82,150,17,0,32,93,1,0,39,80,10,1,0,1,10 +pichahi01,1995,1,KCA,AL,44,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +piercje01,1995,1,BOS,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pirklgr01,1995,1,SEA,AL,10,17,2,4,0,0,0,0,0,0,1,7,0,0,0,0,0 +pittsji01,1995,1,KCA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +plantph01,1995,1,HOU,NL,22,68,12,17,2,0,4,15,0,0,11,19,1,1,0,3,0 +plantph01,1995,2,SDN,NL,54,148,21,38,4,0,5,19,1,1,17,29,2,0,0,0,3 +plesada01,1995,1,PIT,NL,58,4,0,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +plunker01,1995,1,CLE,AL,56,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +polonlu01,1995,1,NYA,AL,67,238,37,62,9,3,2,15,10,4,25,29,1,0,2,4,3 +polonlu01,1995,2,ATL,NL,28,53,6,14,7,0,0,2,3,0,3,9,0,0,1,0,0 +pooleji02,1995,1,CLE,AL,42,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +portuma01,1995,1,SFN,NL,17,29,1,3,2,0,0,1,0,0,2,6,0,0,7,0,1 +portuma01,1995,2,CIN,NL,14,29,4,5,3,0,0,4,0,0,3,7,0,0,1,0,0 +posadjo01,1995,1,NYA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +powelja04,1995,1,FLO,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +powelro01,1995,1,HOU,NL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +powelro01,1995,2,PIT,NL,12,3,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +pozoar01,1995,1,SEA,AL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +prattto02,1995,1,CHN,NL,25,60,3,8,2,0,0,4,0,0,6,21,1,0,0,1,1 +pridecu01,1995,1,MON,NL,48,63,10,11,1,0,0,2,3,2,5,16,0,0,1,0,2 +prietar01,1995,1,OAK,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +princto01,1995,1,LAN,NL,18,40,3,8,2,1,1,4,0,0,4,10,0,0,0,0,0 +puckeki01,1995,1,MIN,AL,137,538,83,169,39,0,23,99,3,2,56,89,18,3,0,5,15 +pughti01,1995,1,CIN,NL,29,28,2,4,2,0,0,1,0,0,1,12,0,0,4,0,1 +pulliha01,1995,1,COL,NL,5,5,1,2,1,0,1,3,0,0,0,2,0,0,0,0,0 +pulsibi01,1995,1,NYN,NL,17,38,4,4,2,0,0,4,0,0,5,19,0,0,4,2,0 +pyeed01,1995,1,LAN,NL,7,8,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +quantpa01,1995,1,PHI,NL,33,57,5,6,0,0,0,0,0,0,3,24,0,0,7,0,1 +raabebr01,1995,1,MIN,AL,6,14,4,3,0,0,0,1,0,0,1,0,0,0,0,0,0 +radinsc01,1995,1,CHA,AL,46,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +radkebr01,1995,1,MIN,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +raineti01,1995,1,CHA,AL,133,502,81,143,25,4,12,67,13,2,70,52,3,3,3,3,8 +ramirma02,1995,1,CLE,AL,137,484,85,149,26,1,31,107,6,6,75,112,6,5,2,5,13 +randajo01,1995,1,KCA,AL,34,70,6,12,2,0,1,5,0,1,6,17,0,0,0,0,2 +rapppa01,1995,1,FLO,NL,28,56,1,6,1,0,0,5,0,0,0,25,0,0,9,0,1 +rasmude01,1995,1,KCA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +readyra01,1995,1,PHI,NL,23,29,3,4,0,0,0,0,0,1,3,6,0,0,1,0,2 +rebouje01,1995,1,MIN,AL,87,216,39,63,11,0,4,23,1,2,27,34,0,1,2,0,3 +reedje02,1995,1,SFN,NL,66,113,12,30,2,0,0,9,0,0,20,17,3,0,1,0,3 +reedjo01,1995,1,SDN,NL,131,445,58,114,18,1,4,40,6,4,59,38,1,5,3,3,9 +reedri01,1995,1,CIN,NL,4,3,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0 +reedst01,1995,1,COL,NL,71,3,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +rekarbr01,1995,1,COL,NL,15,26,1,1,0,0,0,0,0,1,3,15,0,0,4,0,2 +remlimi01,1995,1,NYN,NL,5,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +remlimi01,1995,2,CIN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reyesal01,1995,1,ML4,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reyesca01,1995,1,OAK,AL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reynoar02,1995,1,COL,NL,20,30,1,4,0,0,0,0,0,0,1,11,0,0,2,0,2 +reynosh01,1995,1,HOU,NL,31,63,4,8,1,0,0,1,0,0,1,30,0,0,10,0,2 +rhodear01,1995,1,BAL,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rhodeka01,1995,1,CHN,NL,13,16,2,2,0,0,0,2,0,0,0,4,0,0,0,1,1 +rhodeka01,1995,2,BOS,AL,10,25,2,2,1,0,0,1,0,0,3,4,0,0,0,0,1 +riccich01,1995,1,PHI,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +righeda01,1995,1,CHA,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rightro01,1995,1,ML4,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rijojo01,1995,1,CIN,NL,14,22,1,3,1,0,0,3,0,0,0,3,0,0,2,0,0 +ripkebi01,1995,1,CLE,AL,8,17,4,7,0,0,2,3,0,0,0,3,0,0,0,0,0 +ripkeca01,1995,1,BAL,AL,144,550,71,144,33,2,17,88,0,1,52,59,6,2,1,8,15 +rislebi01,1995,1,SEA,AL,45,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ritzke01,1995,1,COL,NL,31,48,3,9,1,0,0,2,1,1,2,20,0,2,11,0,1 +riverma01,1995,1,NYA,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +riverro01,1995,1,CHN,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +riverru01,1995,1,NYA,AL,5,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +roajo01,1995,1,CLE,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +roberbi01,1995,1,SDN,NL,73,296,40,90,14,0,2,25,20,2,17,36,1,2,1,0,2 +roberke01,1995,1,CHN,NL,32,38,5,7,1,0,4,6,0,1,6,14,0,1,0,0,1 +roberri02,1995,1,MIN,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +robersi01,1995,1,ML4,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +robinke01,1995,1,TOR,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodrial01,1995,1,SEA,AL,48,142,15,33,6,2,5,19,4,2,6,42,0,0,1,0,0 +rodrica01,1995,1,BOS,AL,13,30,5,10,2,0,0,5,0,0,2,2,0,1,3,0,0 +rodrife01,1995,1,LAN,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodrifr02,1995,1,BOS,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodrifr02,1995,2,MIN,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodrihe02,1995,1,LAN,NL,21,80,6,21,4,1,1,10,0,1,5,17,2,0,0,0,3 +rodrihe02,1995,2,MON,NL,24,58,7,12,0,0,1,5,0,0,6,11,0,0,0,1,2 +rodriiv01,1995,1,TEX,AL,130,492,56,149,32,2,12,67,0,2,16,48,2,4,0,5,11 +rodriri02,1995,1,SLN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodrist01,1995,1,BOS,AL,6,8,1,1,0,0,0,0,1,0,1,1,0,0,0,0,0 +rodrist01,1995,2,DET,AL,12,31,4,6,1,0,0,0,1,2,5,9,0,0,1,0,1 +rogerji02,1995,1,TOR,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rogerke01,1995,1,TEX,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rojasme01,1995,1,MON,NL,59,6,0,0,0,0,0,0,0,0,0,4,0,0,2,0,0 +roperjo01,1995,1,CIN,NL,2,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +roperjo01,1995,2,SFN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rossejo01,1995,1,SFN,NL,9,10,1,2,0,0,0,1,0,0,0,3,0,0,1,0,0 +rowlari01,1995,1,BOS,AL,14,29,1,5,1,0,0,1,0,0,0,11,0,0,0,0,0 +rueteki01,1995,1,MON,NL,9,16,0,0,0,0,0,1,0,0,0,6,0,0,2,0,0 +ruffcsc01,1995,1,CHA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ruffibr01,1995,1,COL,NL,37,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +ruffijo01,1995,1,CIN,NL,10,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +russeje01,1995,1,TEX,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ryanke01,1995,1,BOS,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +saberbr01,1995,1,NYN,NL,16,35,2,4,1,0,0,0,0,0,1,8,0,0,5,0,0 +saberbr01,1995,2,COL,NL,9,14,1,1,0,0,0,0,0,0,1,4,0,0,0,0,0 +saboch01,1995,1,CHA,AL,20,71,10,18,5,0,1,8,2,0,3,12,1,2,2,2,0 +saboch01,1995,2,SLN,NL,5,13,0,2,1,0,0,3,1,0,1,2,0,0,0,0,1 +sageraj01,1995,1,COL,NL,10,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +salmoti01,1995,1,CAL,AL,143,537,111,177,34,3,34,105,5,5,91,111,2,6,0,4,9 +samueju01,1995,1,DET,AL,76,171,28,48,10,1,10,34,5,4,24,38,0,2,1,0,3 +samueju01,1995,2,KCA,AL,15,34,3,6,0,0,2,5,1,0,5,11,1,0,0,0,0 +sanchre01,1995,1,CHN,NL,114,428,57,119,22,2,3,27,6,4,14,48,2,1,8,2,9 +sandede02,1995,1,CIN,NL,33,129,19,31,2,3,1,10,16,3,9,18,0,2,2,2,0 +sandede02,1995,2,SFN,NL,52,214,29,61,9,5,5,18,8,6,18,42,0,2,1,0,1 +sandere02,1995,1,CIN,NL,133,484,91,148,36,6,28,99,36,12,69,122,4,8,0,6,9 +sandesc01,1995,1,CAL,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sandesc02,1995,1,SDN,NL,17,27,2,8,1,0,0,4,1,0,1,3,0,0,3,0,0 +sanfomo01,1995,1,MIN,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +santafp01,1995,1,MON,NL,35,98,11,29,5,1,1,9,1,1,12,9,0,2,1,0,0 +santibe01,1995,1,CIN,NL,81,266,40,76,20,0,11,44,2,2,24,48,1,4,0,2,7 +sassema01,1995,1,PIT,NL,14,26,1,4,1,0,0,0,0,0,0,0,0,0,0,0,0 +scanlbo01,1995,1,ML4,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +scarsst01,1995,1,SFN,NL,80,233,33,62,10,3,11,29,3,2,18,82,0,6,3,1,2 +schalge01,1995,1,PHI,NL,24,65,2,15,2,0,0,5,0,0,6,16,1,1,0,0,1 +scheiri02,1995,1,FLO,NL,6,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schilcu01,1995,1,PHI,NL,17,40,3,7,2,0,0,3,0,0,0,15,0,0,5,0,1 +schmicu01,1995,1,MON,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schmija01,1995,1,ATL,NL,9,5,0,1,0,0,0,0,0,0,1,2,0,0,1,0,0 +schofdi02,1995,1,LAN,NL,9,10,0,1,0,0,0,0,0,0,1,3,0,0,0,0,0 +schofdi02,1995,2,CAL,AL,12,20,1,5,0,0,0,2,0,0,4,2,0,0,2,0,1 +schoupe01,1995,1,CIN,NL,29,59,7,13,2,0,0,4,0,0,0,12,0,0,12,0,1 +schuler01,1995,1,MIN,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +scottti01,1995,1,MON,NL,62,4,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +seaneru01,1995,1,LAN,NL,37,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +sefcike01,1995,1,PHI,NL,5,4,1,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +seguida01,1995,1,NYN,NL,33,73,9,24,3,1,2,11,1,3,12,9,1,1,4,2,2 +seguida01,1995,2,MON,NL,97,383,59,117,22,3,10,57,1,4,28,38,4,2,4,1,8 +seitzke01,1995,1,ML4,AL,132,492,56,153,33,3,5,69,2,0,64,57,2,6,5,3,13 +seleaa01,1995,1,BOS,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +servasc01,1995,1,HOU,NL,28,89,7,20,10,0,1,12,0,1,9,15,2,1,1,1,4 +servasc01,1995,2,CHN,NL,52,175,31,50,12,0,12,35,2,1,23,37,6,2,1,2,5 +servisc01,1995,1,SFN,NL,28,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +sharpmi01,1995,1,ATL,NL,7,7,1,1,1,0,0,2,0,0,0,2,0,0,0,0,0 +shawje01,1995,1,MON,NL,50,6,2,0,0,0,0,0,0,0,2,4,0,0,0,0,0 +shawje01,1995,2,CHA,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sheafda01,1995,1,SLN,NL,76,208,24,48,10,1,5,30,0,0,23,38,2,0,0,1,8 +sheffga01,1995,1,FLO,NL,63,213,46,69,8,0,16,46,19,4,55,45,8,4,0,2,3 +shephke01,1995,1,BOS,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shiplcr01,1995,1,HOU,NL,92,232,23,61,8,1,3,24,6,1,8,28,3,2,1,2,13 +shueypa01,1995,1,CLE,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shumpte01,1995,1,BOS,AL,21,47,6,11,3,0,0,3,3,1,4,13,0,0,0,0,0 +siddajo01,1995,1,MON,NL,7,10,4,3,0,0,0,1,0,0,3,3,0,1,0,0,0 +sierrru01,1995,1,OAK,AL,70,264,40,70,17,0,12,42,4,4,24,42,2,0,0,3,2 +sierrru01,1995,2,NYA,AL,56,215,33,56,15,0,7,44,1,0,22,34,2,0,0,5,6 +silveda01,1995,1,NYA,AL,17,21,4,2,0,0,1,4,0,0,4,9,0,1,0,1,1 +silveda01,1995,2,MON,NL,39,72,12,19,6,0,2,7,2,0,9,27,0,0,1,1,2 +simasbi01,1995,1,CHA,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +simmsmi01,1995,1,HOU,NL,50,121,14,31,4,0,9,24,1,2,13,28,0,3,0,1,3 +singldu01,1995,1,ML4,AL,13,31,0,2,0,0,0,0,1,0,1,10,0,0,0,0,0 +sirotmi01,1995,1,CHA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +slaugdo01,1995,1,PIT,NL,35,112,13,34,6,0,0,13,0,0,9,8,2,1,1,0,5 +slocuhe01,1995,1,PHI,NL,61,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +slusajo01,1995,1,ML4,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smallaa01,1995,1,FLO,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smilejo01,1995,1,CIN,NL,28,55,6,9,1,0,2,5,0,0,4,26,0,0,6,1,1 +smithdw01,1995,1,ATL,NL,103,131,16,33,8,2,3,21,0,3,13,35,1,2,0,1,2 +smithle02,1995,1,CAL,AL,52,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithma03,1995,1,BAL,AL,37,104,11,24,5,0,3,15,3,0,12,22,2,1,2,1,4 +smithoz01,1995,1,SLN,NL,44,156,16,31,5,1,0,11,4,3,17,12,0,2,5,2,6 +smithpe02,1995,1,CIN,NL,11,3,0,0,0,0,0,0,0,0,2,2,0,0,0,0,0 +smithza01,1995,1,BOS,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smoltjo01,1995,1,ATL,NL,29,56,5,6,0,0,0,1,0,0,7,25,0,0,6,0,0 +snopech01,1995,1,CHA,AL,22,68,12,22,4,0,1,7,1,0,9,12,0,0,0,0,2 +snowjt01,1995,1,CAL,AL,143,544,80,157,22,1,24,102,2,1,52,91,4,3,5,2,16 +sodowcl01,1995,1,DET,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sojolu01,1995,1,SEA,AL,102,339,50,98,18,2,7,39,4,2,23,19,0,1,6,1,9 +sorrepa01,1995,1,CLE,AL,104,323,50,76,14,0,25,79,1,1,51,71,6,0,0,4,10 +sosasa01,1995,1,CHN,NL,144,564,89,151,17,3,36,119,34,7,58,134,11,5,0,2,8 +sparkst01,1995,1,ML4,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +spehrti01,1995,1,MON,NL,41,35,4,9,5,0,1,3,0,0,6,7,0,0,3,0,0 +spierbi01,1995,1,NYN,NL,63,72,5,15,2,1,0,11,0,1,12,15,1,0,1,2,0 +spraged02,1995,1,TOR,AL,144,521,77,127,27,2,18,74,0,0,58,96,3,15,1,7,19 +sprinde01,1995,1,PHI,NL,4,8,0,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +sprinru01,1995,1,CAL,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sprinru01,1995,2,PHI,NL,14,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +stahosc01,1995,1,MIN,AL,94,263,28,70,19,0,3,23,5,1,30,61,1,1,0,2,3 +stairma01,1995,1,BOS,AL,39,88,8,23,7,1,1,17,0,1,4,14,0,1,1,1,4 +stankan01,1995,1,HOU,NL,43,52,6,6,1,0,0,7,4,2,12,19,2,0,1,0,1 +stanlmi02,1995,1,NYA,AL,118,399,63,107,29,1,18,83,1,1,57,106,1,5,0,9,14 +stantmi02,1995,1,ATL,NL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stantmi02,1995,2,BOS,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +steinte01,1995,1,OAK,AL,114,406,43,113,26,1,15,65,1,3,25,74,4,3,1,4,15 +steveda01,1995,1,MIN,AL,56,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +steveto01,1995,1,DET,AL,30,42,11,11,0,0,2,6,2,0,6,10,0,0,0,2,0 +stewada01,1995,1,OAK,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stewash01,1995,1,TOR,AL,12,38,2,8,0,0,0,1,2,0,5,5,0,1,0,0,0 +stinnke01,1995,1,NYN,NL,77,196,23,43,8,1,4,18,2,0,29,65,3,6,0,0,3 +stockke01,1995,1,PHI,NL,125,412,42,90,14,3,1,32,6,1,43,75,9,9,10,3,7 +stottto01,1995,1,OAK,AL,31,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +strando01,1995,1,SEA,AL,74,155,19,42,9,2,2,21,0,3,10,25,0,2,1,0,3 +strawda01,1995,1,NYA,AL,32,87,15,24,4,1,3,13,0,0,10,22,1,2,0,0,0 +stubbfr01,1995,1,DET,AL,62,116,13,29,11,0,2,19,0,1,19,27,1,1,0,1,3 +sturtta01,1995,1,CHN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stynech01,1995,1,KCA,AL,22,35,7,6,1,0,0,2,0,0,4,3,0,0,0,0,3 +sullisc01,1995,1,CIN,NL,3,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +suppaje01,1995,1,BOS,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +surhobj01,1995,1,ML4,AL,117,415,72,133,26,3,13,73,7,3,37,43,4,4,2,4,7 +swartda01,1995,1,CHN,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sweenma01,1995,1,SLN,NL,37,77,5,21,2,0,2,13,1,1,10,15,0,0,1,2,3 +sweenmi01,1995,1,KCA,AL,4,4,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +swiftbi02,1995,1,COL,NL,19,36,5,7,1,0,1,4,1,0,2,5,0,0,5,0,0 +swindgr01,1995,1,HOU,NL,34,50,4,12,3,0,0,5,0,0,3,9,0,0,6,0,1 +tabakje01,1995,1,SDN,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tabakje01,1995,2,HOU,NL,24,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +tapanke01,1995,1,MIN,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tapanke01,1995,2,LAN,NL,13,17,0,3,1,0,0,2,0,0,0,7,0,0,3,0,0 +tarasto01,1995,1,MON,NL,126,438,64,109,18,4,14,40,24,3,51,78,12,2,3,1,2 +tartada01,1995,1,NYA,AL,59,192,25,43,12,0,6,28,0,0,33,54,1,1,0,4,6 +tartada01,1995,2,OAK,AL,24,88,9,23,4,0,2,7,0,2,10,28,0,0,0,0,3 +tatumji01,1995,1,COL,NL,34,34,4,8,1,1,0,4,0,0,1,7,0,0,0,0,1 +taubeed01,1995,1,CIN,NL,80,218,32,62,14,2,9,44,2,2,22,52,2,2,1,1,2 +tavarje01,1995,1,FLO,NL,63,190,31,55,6,2,2,13,7,5,16,27,1,1,3,1,1 +tavarju01,1995,1,CLE,AL,57,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +taylosc02,1995,1,TEX,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +telghda01,1995,1,NYN,NL,7,6,1,2,0,0,0,1,0,0,0,3,0,0,1,0,0 +tettlmi01,1995,1,TEX,AL,134,429,76,102,19,1,32,78,0,0,107,110,5,7,1,3,8 +tewksbo01,1995,1,TEX,AL,22,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +thobejj01,1995,1,MON,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thobeto01,1995,1,ATL,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thomafr04,1995,1,CHA,AL,145,493,102,152,27,0,40,111,3,2,136,74,29,6,0,12,14 +thomala01,1995,1,CHA,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thomami01,1995,1,ML4,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thomeji01,1995,1,CLE,AL,137,452,92,142,29,3,25,73,4,3,97,113,3,5,0,3,8 +thompma01,1995,1,COL,NL,21,13,2,5,0,0,0,0,0,0,0,7,0,0,1,0,0 +thompmi02,1995,1,HOU,NL,92,132,14,29,9,0,2,19,4,2,14,37,3,1,2,1,3 +thompro01,1995,1,SFN,NL,95,336,51,75,15,0,8,23,1,2,42,76,1,4,9,0,3 +thompry01,1995,1,NYN,NL,75,267,39,67,13,0,7,31,3,1,19,77,1,4,0,4,12 +thurmga01,1995,1,SEA,AL,13,25,3,8,2,0,0,3,5,2,1,3,0,0,0,1,0 +timlimi01,1995,1,TOR,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +timmooz01,1995,1,CHN,NL,77,171,30,45,10,1,8,28,3,0,13,32,2,0,0,1,8 +tinglro01,1995,1,DET,AL,54,124,14,28,8,1,4,18,0,1,15,38,0,0,5,1,1 +tinslle01,1995,1,BOS,AL,100,341,61,97,17,1,7,41,18,8,39,74,1,1,9,1,8 +tombean01,1995,1,OAK,AL,46,85,15,18,0,0,4,10,4,1,5,22,0,0,2,0,2 +torredi01,1995,1,KCA,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +torresa01,1995,1,SFN,NL,4,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +torresa01,1995,2,SEA,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +trachst01,1995,1,CHN,NL,30,49,3,13,2,0,0,4,0,0,2,17,0,0,6,1,0 +trammal01,1995,1,DET,AL,74,223,28,60,12,0,2,23,3,1,27,19,4,0,3,2,8 +treadje01,1995,1,LAN,NL,17,17,2,2,0,1,0,3,0,0,0,2,0,0,0,0,0 +treadje01,1995,2,MON,NL,41,50,4,12,2,0,0,10,0,1,5,2,1,0,0,0,0 +tremich01,1995,1,CHA,AL,10,24,0,4,0,0,0,0,0,0,1,2,0,0,1,0,0 +trombmi01,1995,1,MIN,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tuckeed01,1995,1,HOU,NL,5,7,1,2,0,0,1,1,0,0,0,0,0,0,0,0,0 +tuckeed01,1995,2,CLE,AL,17,20,2,0,0,0,0,0,0,0,5,4,0,1,1,0,0 +tuckemi01,1995,1,KCA,AL,62,177,23,46,10,0,4,17,2,3,18,51,2,1,2,0,3 +turnech01,1995,1,CAL,AL,5,10,0,1,0,0,0,1,0,0,0,3,0,0,0,0,0 +unroeti01,1995,1,ML4,AL,2,4,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +urbanto01,1995,1,SLN,NL,24,19,3,6,1,0,1,3,0,0,3,6,0,0,2,0,0 +urbinug01,1995,1,MON,NL,7,6,0,2,0,0,0,0,0,0,0,4,0,0,0,0,0 +valdeca01,1995,1,SFN,NL,11,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +valdeis01,1995,1,LAN,NL,33,62,2,6,0,0,0,1,1,0,1,26,0,0,7,0,0 +valdema01,1995,1,FLO,NL,3,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +valdese01,1995,1,SFN,NL,13,21,1,2,0,0,0,1,0,0,0,9,0,0,3,0,0 +valenfe01,1995,1,SDN,NL,29,32,3,8,1,0,2,8,0,0,0,6,0,0,3,0,0 +valenjo02,1995,1,BOS,AL,135,520,108,155,37,2,27,102,20,5,81,67,2,10,4,6,7 +valenjo03,1995,1,ML4,AL,112,338,62,74,23,3,11,49,16,8,37,83,0,0,7,4,0 +valleda01,1995,1,TEX,AL,36,75,7,18,3,0,0,5,1,0,6,18,0,1,1,0,2 +vandejo02,1995,1,COL,NL,105,101,15,35,8,1,5,21,1,1,16,23,5,0,0,1,2 +vanegti01,1995,1,BOS,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vanlawi01,1995,1,SFN,NL,18,46,1,7,2,0,1,3,0,0,0,24,0,0,1,0,1 +vanpoto01,1995,1,OAK,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vanslan01,1995,1,BAL,AL,17,63,6,10,1,0,3,8,0,0,5,15,1,0,0,0,1 +vanslan01,1995,2,PHI,NL,63,214,26,52,10,2,3,16,7,0,28,41,1,2,0,2,6 +varshga01,1995,1,PHI,NL,72,103,7,26,1,1,0,11,2,0,7,17,1,2,0,1,1 +vaughgr01,1995,1,ML4,AL,108,392,67,88,19,1,17,59,10,4,55,89,3,0,0,4,10 +vaughmo01,1995,1,BOS,AL,140,550,98,165,28,3,39,126,11,4,68,150,17,14,0,4,17 +velarra01,1995,1,NYA,AL,111,367,60,102,19,1,7,46,5,1,55,64,0,4,3,3,9 +venturo01,1995,1,CHA,AL,135,492,79,145,22,0,26,93,4,3,75,98,11,1,1,8,8 +verasqu01,1995,1,FLO,NL,124,440,86,115,20,7,5,32,56,21,80,68,0,9,7,2,7 +veresda01,1995,1,HOU,NL,72,5,0,0,0,0,0,0,0,0,0,4,0,0,1,0,0 +veresra01,1995,1,FLO,NL,47,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +villoro01,1995,1,SEA,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +villoro01,1995,2,SDN,NL,19,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vinafe01,1995,1,ML4,AL,113,288,46,74,7,7,3,29,6,3,22,28,0,9,4,2,6 +violafr01,1995,1,CIN,NL,3,6,0,1,1,0,0,0,0,0,0,1,0,0,0,0,0 +vitiejo01,1995,1,KCA,AL,53,130,13,33,4,0,7,21,0,0,8,25,0,4,0,0,4 +vizcajo01,1995,1,NYN,NL,135,509,66,146,21,5,3,56,8,3,35,76,4,1,13,3,14 +vizquom01,1995,1,CLE,AL,136,542,87,144,28,0,6,56,29,11,59,59,0,1,10,10,4 +voigtja01,1995,1,BAL,AL,3,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +voigtja01,1995,2,TEX,AL,33,62,8,10,3,0,2,8,0,0,10,14,0,0,0,1,2 +vosbeed01,1995,1,TEX,AL,44,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wadete01,1995,1,ATL,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wagnebi02,1995,1,HOU,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wagnepa01,1995,1,PIT,NL,34,42,5,9,1,0,0,4,0,0,4,11,0,0,6,0,1 +wakefti01,1995,1,BOS,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +walbema01,1995,1,MIN,AL,115,393,40,101,18,1,1,44,3,1,25,71,2,1,1,2,11 +walkela01,1995,1,COL,NL,131,494,96,151,31,5,36,101,16,3,49,72,13,14,0,5,13 +walkemi01,1995,1,CHN,NL,42,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +walkepe01,1995,1,NYN,NL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wallati01,1995,1,LAN,NL,97,327,24,87,22,2,9,38,0,0,27,69,4,4,0,4,11 +walldo01,1995,1,HOU,NL,6,5,0,0,0,0,0,0,0,0,0,2,0,0,3,0,0 +waltoje01,1995,1,CIN,NL,102,162,32,47,12,1,8,22,10,7,17,25,0,4,3,2,0 +warddu01,1995,1,TOR,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wardtu01,1995,1,ML4,AL,44,129,19,34,3,1,4,16,6,1,14,21,1,1,1,1,2 +wareje01,1995,1,TOR,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wasdijo01,1995,1,OAK,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +watkisc01,1995,1,MIN,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +watsoal01,1995,1,SLN,NL,21,36,5,15,4,0,0,5,0,0,2,7,0,0,3,0,1 +weathda01,1995,1,FLO,NL,28,26,1,4,0,0,0,1,0,0,0,17,0,0,5,0,0 +webstle01,1995,1,PHI,NL,49,150,18,40,9,0,4,14,0,0,16,27,0,0,1,0,4 +webstmi01,1995,1,LAN,NL,54,56,6,10,1,1,1,3,0,0,4,14,1,1,2,0,1 +wegmabi01,1995,1,ML4,AL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wehnejo01,1995,1,PIT,NL,52,107,13,33,0,3,0,5,3,1,10,17,1,0,4,2,2 +weisswa01,1995,1,COL,NL,137,427,65,111,17,3,1,25,15,3,98,57,8,5,6,1,7 +wellsbo01,1995,1,SEA,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wellsda01,1995,1,DET,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wellsda01,1995,2,CIN,NL,11,28,2,4,0,0,0,0,0,0,0,5,0,0,1,0,0 +wendetu01,1995,1,CHN,NL,43,7,0,0,0,0,0,0,0,0,1,5,0,0,0,0,0 +wengedo01,1995,1,OAK,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +westda01,1995,1,PHI,NL,8,8,1,1,0,0,1,3,0,0,1,4,0,0,6,0,1 +wettejo01,1995,1,NYA,AL,60,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +whitalo01,1995,1,DET,AL,84,249,36,73,14,0,14,44,4,0,31,41,4,2,0,3,6 +whitede03,1995,1,TOR,AL,101,427,61,121,23,5,10,53,11,2,29,97,1,5,1,3,5 +whitede04,1995,1,DET,AL,39,48,3,9,2,0,0,2,1,0,0,7,0,0,0,0,1 +whitega01,1995,1,MON,NL,19,3,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +whitema01,1995,1,BOS,AL,32,108,13,20,3,0,1,10,1,0,8,23,0,0,0,1,5 +whitema01,1995,2,PHI,NL,60,212,38,57,10,1,11,37,7,0,31,63,1,1,0,0,4 +whitema02,1995,1,TEX,AL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +whiteri01,1995,1,PIT,NL,15,15,1,1,1,0,0,1,0,0,0,3,0,0,2,0,0 +whitero02,1995,1,MON,NL,130,474,87,140,33,4,13,57,25,5,41,87,1,6,0,4,11 +whitese01,1995,1,DET,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +whitmda02,1995,1,FLO,NL,27,58,6,11,2,0,1,2,0,0,5,15,0,0,1,1,1 +wickake01,1995,1,DET,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wickake01,1995,2,ML4,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wickmbo01,1995,1,NYA,AL,63,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +widgech01,1995,1,SEA,AL,23,45,2,9,0,0,1,2,0,0,3,11,0,0,0,1,0 +wilkiri01,1995,1,CHN,NL,50,162,24,31,2,0,6,14,0,0,36,51,1,1,0,1,8 +wilkiri01,1995,2,HOU,NL,15,40,6,10,1,0,1,5,0,0,10,10,1,0,0,1,1 +willibe02,1995,1,NYA,AL,144,563,93,173,29,9,18,82,8,6,75,98,1,5,2,3,12 +willibr01,1995,1,SDN,NL,44,14,1,1,1,0,0,0,0,0,0,4,0,0,0,0,1 +willica01,1995,1,MIN,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +willied01,1995,1,SDN,NL,97,296,35,77,11,1,12,47,0,0,23,47,0,4,0,2,21 +willige02,1995,1,NYA,AL,100,182,33,45,18,2,6,28,4,2,22,34,1,1,0,3,4 +willige03,1995,1,OAK,AL,29,79,13,23,5,1,3,14,0,0,11,21,2,2,0,2,1 +willima04,1995,1,SFN,NL,76,283,53,95,17,1,23,65,2,0,30,58,8,2,0,3,8 +willimi02,1995,1,CAL,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +willimi03,1995,1,PHI,NL,33,16,0,2,1,0,0,1,0,0,1,5,0,0,7,0,0 +willire02,1995,1,LAN,NL,15,11,2,1,0,0,0,1,0,0,2,3,0,0,0,0,0 +willito02,1995,1,LAN,NL,16,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +williwo02,1995,1,TOR,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wilsoda01,1995,1,SEA,AL,119,399,40,111,22,3,9,51,2,1,33,63,1,2,5,1,12 +wilsoga03,1995,1,PIT,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +wilsoni01,1995,1,CIN,NL,5,7,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +wilsotr01,1995,1,SFN,NL,19,30,1,7,1,0,0,3,0,0,0,8,0,0,3,0,0 +winfida01,1995,1,CLE,AL,46,115,11,22,5,0,2,4,1,0,14,26,2,1,0,0,5 +wittbo01,1995,1,FLO,NL,21,32,0,2,1,0,0,2,0,0,1,10,0,0,4,1,0 +wittbo01,1995,2,TEX,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wohlema01,1995,1,ATL,NL,65,3,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +wojcist01,1995,1,OAK,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wolcobo01,1995,1,SEA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +woodabr01,1995,1,ATL,NL,9,1,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0 +worreti01,1995,1,SDN,NL,9,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +worreto01,1995,1,LAN,NL,59,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +worthcr01,1995,1,CIN,NL,10,18,1,5,1,0,1,2,0,0,2,1,0,0,0,0,0 +worthcr01,1995,2,TEX,AL,26,68,4,15,4,0,2,6,0,0,7,8,0,0,2,0,6 +youngan01,1995,1,CHN,NL,32,3,2,2,0,0,0,0,0,0,0,0,0,0,0,0,0 +younger01,1995,1,COL,NL,120,366,68,116,21,9,6,36,35,12,49,29,3,5,3,1,4 +younger02,1995,1,OAK,AL,26,50,9,10,3,0,2,5,0,0,8,12,0,0,0,0,1 +youngke01,1995,1,PIT,NL,56,181,13,42,9,0,6,22,1,3,8,53,0,2,1,3,5 +zaungr01,1995,1,BAL,AL,40,104,18,27,5,0,3,14,1,1,16,14,0,0,2,0,2 +zeileto01,1995,1,SLN,NL,34,127,16,37,6,0,5,22,1,0,18,23,1,1,0,2,2 +zeileto01,1995,2,CHN,NL,79,299,34,68,16,0,9,30,0,0,16,53,0,3,4,3,11 +zoskyed01,1995,1,FLO,NL,6,5,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +abbotji01,1996,1,CAL,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +abbotku01,1996,1,FLO,NL,109,320,37,81,18,7,8,33,3,3,22,99,1,3,4,0,7 +abbotky01,1996,1,CAL,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +abreubo01,1996,1,HOU,NL,15,22,1,5,1,0,0,1,0,0,2,3,0,0,0,0,1 +acrema01,1996,1,OAK,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +adamsjo02,1996,1,FLO,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +adamste01,1996,1,CHN,NL,69,6,0,0,0,0,0,0,0,0,1,3,0,0,0,0,0 +adamswi02,1996,1,OAK,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +aguilri01,1996,1,MIN,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +alberjo01,1996,1,TEX,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +aldremi01,1996,1,CAL,AL,31,40,5,6,1,0,3,8,0,0,5,4,0,0,0,1,3 +aldremi01,1996,2,NYA,AL,32,68,11,17,5,0,3,12,0,1,9,15,0,0,0,0,1 +aldresc01,1996,1,DET,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +aldresc01,1996,2,MIN,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +alexama02,1996,1,BAL,AL,54,68,6,7,0,0,0,4,3,3,3,27,0,0,2,0,2 +alfoned01,1996,1,NYN,NL,123,368,36,96,15,2,4,40,2,0,25,56,2,0,9,5,8 +alicelu01,1996,1,SLN,NL,129,380,54,98,26,3,5,42,11,3,52,78,10,5,4,6,4 +allenje01,1996,1,PIT,NL,61,229,32,60,9,3,4,31,11,6,23,50,0,4,2,2,2 +alomaro01,1996,1,BAL,AL,153,588,132,193,43,4,22,94,17,6,90,65,10,1,8,12,14 +alomasa02,1996,1,CLE,AL,127,418,53,110,23,0,11,50,1,0,19,42,0,3,2,2,20 +aloumo01,1996,1,MON,NL,143,540,87,152,28,2,21,96,9,4,49,83,7,2,0,7,15 +alstoga01,1996,1,COL,NL,6,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +alvarta01,1996,1,MON,NL,11,4,0,2,0,0,0,0,0,0,0,1,0,0,1,0,0 +alvarwi01,1996,1,CHA,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +amarari01,1996,1,SEA,AL,118,312,69,91,11,3,1,29,25,6,47,55,0,5,4,1,6 +amaroru02,1996,1,PHI,NL,61,117,14,37,10,0,2,15,0,0,9,18,0,3,1,0,3 +anderbr01,1996,1,BAL,AL,149,579,117,172,37,5,50,110,21,8,76,106,1,22,6,4,11 +anderbr02,1996,1,CLE,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +anderga01,1996,1,CAL,AL,150,607,79,173,33,2,12,72,7,9,27,84,5,0,5,3,22 +andresh01,1996,1,MON,NL,127,375,43,85,15,2,19,64,3,1,35,119,8,2,0,2,2 +andujlu01,1996,1,CHA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +andujlu01,1996,2,TOR,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +anthoer01,1996,1,CIN,NL,47,123,22,30,6,0,8,13,0,1,22,36,2,0,0,0,2 +anthoer01,1996,2,COL,NL,32,62,10,15,2,0,4,9,0,1,10,20,0,0,0,1,1 +appieke01,1996,1,KCA,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ariasal01,1996,1,FLO,NL,100,224,27,62,11,2,3,26,2,0,17,28,1,3,1,1,2 +ariasge01,1996,1,CAL,AL,84,252,19,60,8,1,6,28,2,0,16,50,2,0,6,0,6 +ashbyan01,1996,1,SDN,NL,25,45,6,11,5,0,0,5,0,0,0,13,0,0,9,1,0 +ashlebi01,1996,1,LAN,NL,71,110,18,22,2,1,9,25,0,0,21,44,1,1,0,1,3 +assenpa01,1996,1,CLE,AL,63,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +astacpe01,1996,1,LAN,NL,35,68,1,6,0,0,0,3,0,0,1,28,0,0,8,0,0 +aucoide01,1996,1,MON,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +auderi01,1996,1,PIT,NL,7,16,0,4,0,0,0,1,0,0,0,8,0,0,0,0,0 +aurilri01,1996,1,SFN,NL,105,318,27,76,7,1,3,26,4,1,25,52,2,1,6,2,1 +ausmubr01,1996,1,SDN,NL,50,149,16,27,4,0,1,13,1,4,13,27,0,3,1,0,4 +ausmubr01,1996,2,DET,AL,75,226,30,56,12,0,4,22,3,4,26,45,1,2,5,2,4 +averyst01,1996,1,ATL,NL,24,46,5,11,4,1,2,11,0,0,1,12,0,0,1,2,1 +ayalabo01,1996,1,SEA,AL,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ayraujo01,1996,1,ATL,NL,7,5,0,1,0,0,0,0,0,0,0,1,0,1,0,0,1 +baergca01,1996,1,CLE,AL,100,424,54,113,25,0,10,55,1,1,16,25,0,7,2,4,15 +baergca01,1996,2,NYN,NL,26,83,5,16,3,0,2,11,0,0,5,2,0,2,0,1,8 +bagweje01,1996,1,HOU,NL,162,568,111,179,48,2,31,120,21,7,135,114,20,10,0,6,15 +baileco01,1996,1,SLN,NL,51,1,2,0,0,0,0,0,0,0,2,0,0,0,1,0,0 +bailero01,1996,1,COL,NL,24,19,4,5,0,1,1,5,0,0,3,4,0,0,3,0,0 +baineha01,1996,1,CHA,AL,143,495,80,154,29,0,22,95,3,1,73,62,7,1,0,3,20 +baldwja01,1996,1,CHA,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +banksbr01,1996,1,ML4,AL,4,7,2,4,2,0,1,2,0,0,1,2,0,0,0,0,0 +barbebr01,1996,1,CHN,NL,15,29,4,1,0,0,1,2,0,1,5,11,0,0,3,0,0 +barbebr02,1996,1,SLN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barroto01,1996,1,MON,NL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +barteki01,1996,1,DET,AL,110,217,32,55,6,1,1,14,20,10,17,77,0,0,13,0,1 +bartosh01,1996,1,SFN,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +batchri01,1996,1,SLN,NL,11,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +batesja01,1996,1,COL,NL,88,160,19,33,8,1,1,9,2,1,23,34,1,2,1,1,7 +batiski01,1996,1,SFN,NL,54,130,17,27,6,0,3,11,3,3,5,33,1,0,0,1,4 +batismi01,1996,1,FLO,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +batisto01,1996,1,OAK,AL,74,238,38,71,10,2,6,25,7,3,19,49,0,1,0,2,2 +battlal01,1996,1,OAK,AL,47,130,20,25,3,0,1,5,10,2,17,26,1,2,1,1,3 +battlho01,1996,1,PHI,NL,5,5,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +bautida01,1996,1,DET,AL,25,64,12,16,2,0,2,8,1,2,9,15,0,0,0,0,1 +bautida01,1996,2,ATL,NL,17,20,1,3,0,0,0,1,0,0,2,5,0,1,0,0,3 +bautijo01,1996,1,SFN,NL,37,9,1,1,0,0,0,0,0,0,0,4,0,0,1,0,0 +beamotr01,1996,1,PIT,NL,24,51,7,11,2,0,0,6,1,1,4,6,0,0,1,0,0 +beckeri01,1996,1,MIN,AL,148,525,92,153,31,4,12,71,19,5,68,118,1,2,5,4,14 +beckero01,1996,1,COL,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +beckro01,1996,1,SFN,NL,63,3,0,1,0,0,0,1,0,0,0,2,0,0,0,0,0 +beechma01,1996,1,PHI,NL,8,14,1,1,0,0,0,1,0,0,0,4,0,0,0,0,0 +belchti01,1996,1,KCA,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +belinst01,1996,1,BOS,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +belkti01,1996,1,CIN,NL,7,15,2,3,0,0,0,0,0,0,1,2,0,0,0,0,0 +bellda01,1996,1,SLN,NL,62,145,12,31,6,0,1,9,1,1,10,22,2,1,0,1,3 +bellde01,1996,1,HOU,NL,158,627,84,165,40,3,17,113,29,3,40,123,8,8,0,9,18 +belleal01,1996,1,CLE,AL,158,602,124,187,38,3,48,148,11,0,99,87,15,7,0,7,20 +bellira01,1996,1,ATL,NL,87,142,9,24,7,0,0,3,3,1,2,22,0,0,3,1,6 +bellja01,1996,1,PIT,NL,151,527,65,132,29,3,13,71,6,4,54,108,5,5,6,6,10 +beltres01,1996,1,BOS,AL,27,62,6,16,2,0,0,6,1,0,4,14,0,0,1,1,1 +benarma01,1996,1,SFN,NL,135,488,89,121,17,4,5,27,25,11,59,84,2,4,6,1,8 +benesal01,1996,1,SLN,NL,34,61,4,9,3,0,0,5,0,0,2,25,0,0,7,0,1 +benesan01,1996,1,SLN,NL,36,73,5,11,4,0,0,6,0,0,1,37,0,0,9,2,0 +benitar01,1996,1,BAL,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +benitya01,1996,1,MON,NL,11,12,0,2,0,0,0,2,0,0,0,4,0,0,0,0,0 +benjami01,1996,1,PHI,NL,35,103,13,23,5,1,4,13,3,1,12,21,5,2,1,0,2 +benneer01,1996,1,MIN,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bennega01,1996,1,PHI,NL,6,16,0,4,0,0,0,1,0,0,2,6,1,0,0,0,0 +bereja01,1996,1,CHA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bergmse01,1996,1,SDN,NL,43,30,1,3,0,0,1,5,0,0,0,9,0,0,0,0,0 +berroge01,1996,1,OAK,AL,153,586,101,170,32,1,36,106,0,3,47,122,0,4,0,6,16 +berryse01,1996,1,HOU,NL,132,431,55,121,38,1,17,95,12,6,23,58,1,9,2,4,11 +bertomi01,1996,1,CHA,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +beruman01,1996,1,SDN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bevilbr01,1996,1,KCA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bicheda01,1996,1,COL,NL,159,633,114,198,39,3,31,141,31,12,45,105,4,6,0,10,18 +bielemi01,1996,1,ATL,NL,40,10,1,1,0,0,0,1,0,0,2,5,0,0,0,0,0 +biggicr01,1996,1,HOU,NL,162,605,113,174,24,4,15,75,25,7,75,72,0,27,8,8,10 +blairwi01,1996,1,SDN,NL,60,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +blausje01,1996,1,ATL,NL,83,265,48,65,14,1,10,35,6,0,40,54,3,6,0,1,7 +blaziro01,1996,1,PHI,NL,27,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +blowemi01,1996,1,LAN,NL,92,317,31,84,19,2,6,38,0,0,37,77,2,1,0,3,11 +blumaja01,1996,1,KCA,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bochtdo01,1996,1,SDN,NL,63,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +boehrbr01,1996,1,NYA,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +boevejo01,1996,1,PIT,NL,13,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +bogarti01,1996,1,NYN,NL,91,89,17,19,4,0,0,6,1,3,8,20,0,2,3,2,0 +boggswa01,1996,1,NYA,AL,132,501,80,156,29,2,2,41,1,2,67,32,7,0,1,5,10 +bohanbr01,1996,1,TOR,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bondsba01,1996,1,SFN,NL,158,517,122,159,27,3,42,129,40,7,151,76,30,1,0,6,11 +bonesri01,1996,1,ML4,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bonesri01,1996,2,NYA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bonilbo01,1996,1,BAL,AL,159,595,107,171,27,5,28,116,1,3,75,85,7,5,0,17,13 +boonebr01,1996,1,CIN,NL,142,520,56,121,21,3,12,69,3,2,31,100,0,3,5,9,9 +bootyjo01,1996,1,FLO,NL,2,2,1,1,0,0,0,0,0,0,0,0,0,0,0,0,1 +borbope02,1996,1,ATL,NL,43,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +bordepa01,1996,1,SLN,NL,26,69,3,22,3,0,0,4,0,1,1,14,0,0,1,0,1 +bordepa01,1996,2,CAL,AL,19,57,6,13,3,0,2,8,0,1,3,11,0,0,1,0,1 +bordepa01,1996,3,CHA,AL,31,94,6,26,1,0,3,6,0,0,5,18,0,0,3,0,2 +bordimi01,1996,1,OAK,AL,155,525,46,126,18,4,5,54,5,6,52,59,0,1,4,5,8 +borlato02,1996,1,PHI,NL,69,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +borowjo01,1996,1,ATL,NL,22,2,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +bosioch01,1996,1,SEA,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +boskish01,1996,1,CAL,AL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bottari01,1996,1,PHI,NL,61,3,0,1,1,0,0,0,0,0,0,2,0,0,0,0,0 +botteke01,1996,1,CHN,NL,48,2,0,1,0,0,0,0,0,0,0,1,0,0,1,0,0 +bourgst01,1996,1,SFN,NL,15,11,1,3,2,0,0,1,0,0,2,2,0,0,1,0,0 +bournra01,1996,1,OAK,AL,88,252,33,61,14,2,0,18,4,3,16,19,0,1,8,0,6 +bowerbr01,1996,1,BAL,AL,21,39,6,12,2,0,0,3,0,0,0,7,0,0,0,0,1 +bozema01,1996,1,ML4,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bradste01,1996,1,SLN,NL,15,21,4,7,1,0,0,3,0,1,3,2,0,0,1,0,0 +braggda01,1996,1,SEA,AL,69,195,36,53,12,1,7,25,8,5,33,35,4,2,1,4,2 +braggda01,1996,2,BOS,AL,58,222,38,56,14,1,3,22,6,4,36,39,2,2,1,3,3 +brandma01,1996,1,TEX,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brandma01,1996,2,BOS,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bransje01,1996,1,CIN,NL,129,311,34,76,16,4,9,37,2,0,31,67,4,1,7,3,9 +brantje01,1996,1,CIN,NL,66,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +bredebr01,1996,1,MIN,AL,10,20,2,6,0,1,0,2,0,0,1,5,0,0,0,0,1 +brewebi01,1996,1,NYA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +briscjo01,1996,1,OAK,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +britojo01,1996,1,COL,NL,8,14,1,1,0,0,0,0,0,0,1,8,0,2,1,0,0 +britoti01,1996,1,TOR,AL,26,80,10,19,7,0,1,7,1,1,10,18,0,3,2,0,0 +brocado01,1996,1,HOU,NL,25,11,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +brognri01,1996,1,NYN,NL,55,188,18,48,10,1,7,30,0,0,19,50,1,0,0,4,4 +brookje01,1996,1,FLO,NL,8,5,2,2,0,1,0,3,0,0,1,1,0,1,0,0,0 +brosisc01,1996,1,OAK,AL,114,428,73,130,25,0,22,71,7,2,59,85,4,7,1,5,11 +brownbr01,1996,1,CHN,NL,29,69,11,21,1,0,5,9,3,3,2,17,1,1,0,1,1 +brownke01,1996,1,FLO,NL,34,75,1,9,1,0,0,3,0,0,6,28,0,0,4,0,1 +brownke04,1996,1,TEX,AL,3,4,1,0,0,0,0,1,0,0,2,2,0,1,0,1,0 +browsc01,1996,1,TOR,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brumfja01,1996,1,PIT,NL,29,80,11,20,9,0,2,8,3,1,5,17,1,0,0,1,4 +brumfja01,1996,2,TOR,AL,90,308,52,79,19,2,12,52,12,3,24,58,1,4,1,3,10 +bruskji01,1996,1,LAN,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +buforda01,1996,1,TEX,AL,90,145,30,41,9,0,6,20,8,5,15,34,0,0,1,1,3 +buhneja01,1996,1,SEA,AL,150,564,107,153,29,0,44,138,0,1,84,159,5,9,0,10,11 +bullesc01,1996,1,CHN,NL,109,165,26,35,5,0,3,16,7,3,10,54,0,0,1,1,2 +bulliji01,1996,1,CHN,NL,38,32,8,8,3,0,2,6,0,0,5,11,0,1,3,0,0 +burbada01,1996,1,CIN,NL,34,67,3,7,0,0,2,5,0,0,3,26,0,0,3,0,2 +burkejo03,1996,1,FLO,NL,24,52,2,9,2,0,0,1,0,0,0,17,0,0,3,0,0 +burkejo03,1996,2,TEX,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +burkejo04,1996,1,COL,NL,11,2,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0 +burksel01,1996,1,COL,NL,156,613,142,211,45,8,40,128,32,6,61,114,2,6,3,2,19 +burnije01,1996,1,CLE,AL,71,128,30,36,10,0,7,26,2,1,25,31,1,2,0,0,3 +burnije01,1996,2,ML4,AL,23,72,8,17,4,0,2,14,2,0,8,16,1,2,0,2,1 +burrote01,1996,1,ML4,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +busbymi01,1996,1,SLN,NL,1,2,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +buschmi01,1996,1,LAN,NL,38,83,8,18,4,0,4,17,0,0,5,33,0,0,0,0,2 +butlebr01,1996,1,LAN,NL,34,131,22,35,1,1,0,8,8,3,9,22,0,1,1,3,1 +byrdpa01,1996,1,NYN,NL,38,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cairomi01,1996,1,TOR,AL,9,27,5,6,2,0,0,1,0,0,2,9,0,1,0,0,1 +camermi01,1996,1,CHA,AL,11,11,1,1,0,0,0,0,0,1,1,3,0,0,0,0,0 +caminke01,1996,1,SDN,NL,146,546,109,178,37,2,40,130,11,5,78,99,16,4,0,10,15 +campbmi01,1996,1,CHN,NL,13,11,2,4,2,0,0,1,0,0,0,5,0,0,1,0,0 +candaca01,1996,1,CLE,AL,24,44,8,11,2,0,1,4,0,0,1,9,0,0,0,0,0 +candito01,1996,1,LAN,NL,28,45,3,4,0,0,0,2,0,0,0,14,0,1,9,1,1 +cangejo01,1996,1,HOU,NL,108,262,49,69,11,4,1,16,17,9,44,41,0,5,1,1,4 +canizja01,1996,1,SFN,NL,43,120,11,24,4,1,2,8,0,2,9,38,0,1,1,1,5 +cansejo01,1996,1,BOS,AL,96,360,68,104,22,1,28,82,3,1,63,82,3,6,0,3,7 +carlsda01,1996,1,SFN,NL,5,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +carmora01,1996,1,SEA,AL,53,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +carpecr01,1996,1,ML4,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +carragi01,1996,1,TOR,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +carragi01,1996,2,CIN,NL,8,7,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +carrahe01,1996,1,CIN,NL,56,5,0,1,0,0,0,0,0,0,0,4,0,0,0,0,0 +carrch02,1996,1,ML4,AL,27,106,18,29,6,1,1,11,5,4,6,21,0,0,0,1,1 +carrema01,1996,1,SFN,NL,81,292,40,76,22,3,9,51,2,3,22,33,2,3,0,2,6 +carrema01,1996,2,CLE,AL,38,142,16,46,12,0,2,14,1,1,11,9,0,3,0,0,4 +cartejo01,1996,1,TOR,AL,157,625,84,158,35,7,30,107,7,6,44,106,2,7,0,6,12 +casanra01,1996,1,DET,AL,25,85,6,16,1,0,4,9,0,0,6,18,0,0,0,0,6 +casiala01,1996,1,CHN,NL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +castepe01,1996,1,COL,NL,13,17,1,2,0,0,0,2,0,0,3,6,1,1,0,0,0 +castial01,1996,1,NYN,NL,6,11,1,4,0,0,0,0,0,0,0,4,0,0,0,0,0 +castifr01,1996,1,CHN,NL,33,57,1,5,0,0,0,2,0,0,2,21,0,0,4,0,0 +castilu01,1996,1,FLO,NL,41,164,26,43,2,1,1,8,17,4,14,46,0,0,2,0,0 +castito02,1996,1,TOR,AL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +castito02,1996,2,CHA,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +castivi02,1996,1,COL,NL,160,629,97,191,34,0,40,113,7,2,35,88,7,5,0,4,20 +castrju01,1996,1,LAN,NL,70,132,16,26,5,3,0,5,1,0,10,27,0,0,4,0,3 +cedenan01,1996,1,SDN,NL,49,154,10,36,2,1,3,18,3,2,9,32,2,1,0,1,7 +cedenan01,1996,2,DET,AL,52,179,19,35,4,2,7,20,2,1,4,37,0,0,3,0,8 +cedenan01,1996,3,HOU,NL,3,2,1,0,0,0,0,0,0,0,2,1,0,0,0,0,0 +cedendo01,1996,1,TOR,AL,77,282,44,79,10,2,2,17,5,3,15,60,0,2,7,1,6 +cedendo01,1996,2,CHA,AL,12,19,2,3,2,0,0,3,1,0,0,4,0,0,1,2,1 +cedenro01,1996,1,LAN,NL,86,211,26,52,11,1,2,18,5,1,24,47,0,1,2,0,0 +charlno01,1996,1,SEA,AL,70,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chavera01,1996,1,MON,NL,4,5,1,1,0,0,0,0,1,0,1,1,0,0,0,0,1 +chouibo01,1996,1,OAK,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chrisja01,1996,1,PIT,NL,33,4,0,0,0,0,0,0,0,0,0,4,0,0,1,0,0 +chrismi02,1996,1,DET,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cianfar01,1996,1,SDN,NL,79,192,21,54,13,3,2,32,1,0,8,56,0,2,0,1,4 +cirilje01,1996,1,ML4,AL,158,566,101,184,46,5,15,83,4,9,58,69,0,7,6,6,14 +clarkda05,1996,1,PIT,NL,92,211,28,58,12,2,8,35,2,1,31,51,3,0,0,1,6 +clarkda05,1996,2,LAN,NL,15,15,0,3,0,0,0,1,0,0,3,2,0,0,0,0,0 +clarkma01,1996,1,NYN,NL,32,69,3,3,1,0,0,2,0,0,1,26,0,0,10,1,0 +clarkph02,1996,1,BOS,AL,3,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1 +clarkte01,1996,1,KCA,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clarkte01,1996,2,HOU,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clarkto02,1996,1,DET,AL,100,376,56,94,14,0,27,72,0,1,29,127,1,0,0,6,7 +clarkwi02,1996,1,TEX,AL,117,436,69,124,25,1,13,72,2,1,64,67,5,5,0,7,10 +claytro01,1996,1,SLN,NL,129,491,64,136,20,4,6,35,33,15,33,89,4,1,2,4,13 +clemero02,1996,1,BOS,AL,34,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +clontbr01,1996,1,ATL,NL,81,2,1,0,0,0,0,0,0,0,2,2,0,0,1,0,0 +cockral01,1996,1,COL,NL,9,8,0,2,1,0,0,2,0,0,0,4,0,0,0,1,0 +colbrgr01,1996,1,FLO,NL,141,511,60,146,26,2,16,69,4,5,25,76,1,14,0,5,22 +coleal01,1996,1,BOS,AL,24,72,13,16,5,1,0,7,5,3,8,11,0,0,2,1,2 +colemvi01,1996,1,CIN,NL,33,84,10,13,1,1,1,4,12,2,9,31,0,0,1,0,0 +coneda01,1996,1,NYA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +coninje01,1996,1,FLO,NL,157,597,84,175,32,2,26,95,1,4,62,121,1,4,0,7,17 +cookde01,1996,1,TEX,AL,60,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cookest01,1996,1,PIT,NL,3,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +coomero01,1996,1,MIN,AL,95,233,34,69,12,1,12,41,3,0,17,24,1,0,0,3,10 +coppiro01,1996,1,BAL,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +corajo01,1996,1,SEA,AL,144,530,90,154,37,6,6,45,5,5,35,32,1,7,6,5,9 +corbiar01,1996,1,BAL,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cordewi01,1996,1,BOS,AL,59,198,29,57,14,0,3,37,2,1,11,31,4,2,1,1,8 +cordofr01,1996,1,PIT,NL,59,16,1,2,0,0,0,2,0,0,0,7,0,0,2,0,1 +cordoma01,1996,1,MIN,AL,145,569,97,176,46,1,16,111,11,5,53,96,4,8,0,9,18 +cormirh01,1996,1,MON,NL,33,43,2,8,0,1,0,4,0,0,2,12,0,0,11,0,0 +corsiji01,1996,1,OAK,AL,56,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +crabtti01,1996,1,TOR,AL,53,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +crawfca01,1996,1,PHI,NL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +creekdo01,1996,1,SFN,NL,63,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +crespfe01,1996,1,TOR,AL,22,49,6,9,4,0,0,4,1,0,12,13,0,3,0,0,0 +cruzfa01,1996,1,DET,AL,14,38,5,9,2,0,0,0,0,0,1,11,0,0,1,0,1 +cruzja01,1996,1,SFN,NL,33,77,10,18,3,0,3,10,0,1,12,24,0,2,1,0,2 +cummijo01,1996,1,LAN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cummijo01,1996,2,DET,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cummimi01,1996,1,PIT,NL,24,85,11,19,3,1,3,7,0,0,0,16,0,0,1,1,0 +curtich01,1996,1,DET,AL,104,400,65,105,20,1,10,37,16,10,53,73,0,1,6,6,14 +curtich01,1996,2,LAN,NL,43,104,20,22,5,0,2,9,2,1,17,15,0,0,0,0,1 +cuylemi01,1996,1,BOS,AL,50,110,19,22,1,2,2,12,7,3,13,19,0,3,7,1,1 +daalom01,1996,1,MON,NL,64,11,0,0,0,0,0,0,0,0,0,5,0,0,0,0,1 +damicje01,1996,1,ML4,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +damonjo01,1996,1,KCA,AL,145,517,61,140,22,5,6,50,25,5,31,64,3,3,10,5,4 +darwida01,1996,1,PIT,NL,19,39,2,8,4,0,1,3,0,0,0,19,0,0,5,0,1 +darwida01,1996,2,HOU,NL,15,10,0,1,0,0,0,0,1,0,0,8,0,0,2,0,0 +darwije01,1996,1,CHA,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dascedo01,1996,1,SDN,NL,21,9,3,1,0,0,0,0,0,1,1,2,0,0,0,0,0 +daultda01,1996,1,PHI,NL,5,12,3,2,0,0,0,0,0,0,7,5,0,1,0,0,1 +davisch01,1996,1,CAL,AL,145,530,73,155,24,0,28,95,5,2,86,99,11,0,1,6,18 +daviser01,1996,1,CIN,NL,129,415,81,119,20,0,26,83,23,9,70,121,3,6,1,4,8 +davisru01,1996,1,SEA,AL,51,167,24,39,9,0,5,18,2,0,17,50,1,2,4,0,1 +davissc01,1996,1,SEA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +davisti01,1996,1,SEA,AL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dawsoan01,1996,1,FLO,NL,42,58,6,16,2,0,2,14,0,0,2,13,0,1,0,0,1 +deckest01,1996,1,SFN,NL,57,122,16,28,1,0,1,12,0,0,15,26,4,0,3,2,3 +deckest01,1996,2,COL,NL,10,25,8,8,2,0,1,8,1,0,3,3,0,0,1,0,0 +deerro01,1996,1,SDN,NL,25,50,9,9,3,0,4,9,0,0,14,30,0,0,0,0,1 +delgaal01,1996,1,BOS,AL,26,20,5,5,0,0,0,1,0,0,3,3,0,0,1,0,0 +delgaca01,1996,1,TOR,AL,138,488,68,132,28,2,25,92,0,0,58,139,2,9,0,8,13 +delgawi01,1996,1,SFN,NL,6,22,3,8,0,0,0,2,1,0,1,5,0,2,0,0,0 +delucri01,1996,1,SFN,NL,56,4,1,1,0,0,0,0,0,0,1,0,0,0,0,0,0 +deshide01,1996,1,LAN,NL,154,581,75,130,12,8,5,41,48,11,53,124,7,1,2,5,12 +desseel01,1996,1,PIT,NL,15,5,1,2,0,0,0,2,0,0,0,0,0,0,0,0,0 +devarce01,1996,1,BAL,AL,10,18,3,2,0,1,0,0,0,0,1,3,0,0,0,0,0 +devermi01,1996,1,BAL,AL,127,323,49,74,11,2,8,34,8,2,34,53,0,2,2,2,8 +deweyma01,1996,1,SFN,NL,78,7,0,0,0,0,0,0,0,0,1,3,0,0,0,0,0 +diazal01,1996,1,SEA,AL,38,79,11,19,2,0,1,5,6,3,2,8,0,2,0,1,2 +diazei01,1996,1,CLE,AL,4,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dicksja01,1996,1,CAL,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +difelmi01,1996,1,SLN,NL,4,7,0,2,1,0,0,2,0,0,0,1,0,0,0,0,0 +dipotje01,1996,1,NYN,NL,57,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +disarga01,1996,1,CAL,AL,150,536,62,137,26,4,5,48,2,1,21,36,0,2,16,1,16 +dishmgl01,1996,1,SDN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dishmgl01,1996,2,PHI,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0 +doherjo02,1996,1,BOS,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dorsebr01,1996,1,CHN,NL,17,41,3,5,0,0,1,3,0,0,4,8,0,0,0,1,2 +dosteda01,1996,1,PHI,NL,39,105,14,28,8,0,1,8,0,0,7,21,0,0,1,0,1 +doughji01,1996,1,HOU,NL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +drabedo01,1996,1,HOU,NL,32,56,5,10,1,0,0,3,0,0,0,12,0,0,7,0,1 +dreifda01,1996,1,LAN,NL,20,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +duncama01,1996,1,NYA,AL,109,400,62,136,34,3,8,56,4,3,9,77,1,1,2,5,10 +dunnto01,1996,1,ML4,AL,6,10,2,3,1,0,0,1,0,0,0,3,0,0,0,0,1 +dunstsh01,1996,1,SFN,NL,82,287,27,86,12,2,5,25,8,0,13,40,0,1,5,1,8 +duranmi01,1996,1,MIN,AL,40,81,15,17,3,0,0,5,3,0,10,15,0,0,4,1,2 +durhara01,1996,1,CHA,AL,156,557,79,153,33,5,10,65,30,4,58,95,4,10,7,7,6 +dyeje01,1996,1,ATL,NL,98,292,32,82,16,0,12,37,1,4,8,67,0,3,0,3,11 +dyermi01,1996,1,MON,NL,70,7,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +dykstle01,1996,1,PHI,NL,40,134,21,35,6,3,3,13,3,1,26,25,2,2,1,1,1 +easleda01,1996,1,CAL,AL,28,45,4,7,1,0,2,7,0,0,6,12,0,0,3,0,0 +easleda01,1996,2,DET,AL,21,67,10,23,1,0,2,10,3,1,4,13,0,1,2,1,0 +echevan01,1996,1,COL,NL,26,21,2,6,0,0,0,6,0,0,2,5,0,1,0,2,0 +eckerde01,1996,1,SLN,NL,63,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +edenfke01,1996,1,CAL,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +edmonji01,1996,1,CAL,AL,114,431,73,131,28,3,27,66,4,0,46,101,2,4,0,2,8 +eenhoro01,1996,1,NYA,AL,12,14,2,1,0,0,0,2,0,0,2,3,0,0,1,2,0 +eenhoro01,1996,2,CAL,AL,6,15,1,4,0,0,0,0,0,0,0,2,0,0,0,0,0 +eichhma01,1996,1,CAL,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +eischjo01,1996,1,LAN,NL,28,6,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +eischjo01,1996,2,DET,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +eisenji01,1996,1,PHI,NL,113,338,45,122,24,3,3,41,11,1,31,32,9,1,0,3,7 +eldreca01,1996,1,ML4,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ellisro02,1996,1,CAL,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +elsteke01,1996,1,TEX,AL,157,515,79,130,32,2,24,99,4,1,52,138,1,2,16,11,8 +embreal01,1996,1,CLE,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +encaran01,1996,1,PIT,NL,7,22,3,7,2,0,0,1,0,0,0,5,0,0,0,0,0 +erickjo01,1996,1,PIT,NL,28,5,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1 +ericksc01,1996,1,BAL,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +erstada01,1996,1,CAL,AL,57,208,34,59,5,1,4,20,3,3,17,29,1,0,1,3,3 +eshelva01,1996,1,BOS,AL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +espinal01,1996,1,CLE,AL,59,112,12,25,4,2,4,11,1,1,6,18,0,3,3,1,4 +espinal01,1996,2,NYN,NL,48,134,19,41,7,2,4,16,0,2,4,19,0,0,5,1,4 +estalbo02,1996,1,PHI,NL,7,17,5,6,0,0,2,4,1,0,1,6,0,0,0,0,0 +estessh01,1996,1,SFN,NL,15,19,3,3,0,0,0,1,0,0,1,8,0,0,6,0,0 +eusebto01,1996,1,HOU,NL,58,152,15,41,7,2,1,19,0,1,18,20,2,0,0,2,5 +evereca01,1996,1,NYN,NL,101,192,29,46,8,1,1,16,6,0,21,53,2,4,1,1,4 +fabrejo01,1996,1,CAL,AL,90,254,18,73,6,0,2,26,0,1,17,27,3,0,3,5,7 +faneyri01,1996,1,TEX,AL,8,5,0,1,0,0,0,1,0,0,0,0,0,0,2,0,0 +farmemi01,1996,1,COL,NL,7,10,1,4,0,0,0,0,0,0,0,0,0,0,0,0,0 +farrejo03,1996,1,DET,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fasansa01,1996,1,KCA,AL,51,143,20,29,2,0,6,19,1,1,14,25,0,2,1,0,3 +fasseje01,1996,1,MON,NL,34,64,5,6,0,0,0,4,1,0,8,32,0,0,14,1,0 +fermife01,1996,1,CHN,NL,11,16,4,2,1,0,0,1,0,0,2,0,0,0,1,0,2 +fernaal01,1996,1,CHA,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fernaos01,1996,1,SFN,NL,33,57,0,5,0,0,0,1,0,0,0,25,0,0,5,0,0 +fernasi01,1996,1,PHI,NL,11,19,0,2,1,0,0,2,0,0,3,10,0,0,2,1,0 +fettemi01,1996,1,ML4,AL,61,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fieldce01,1996,1,DET,AL,107,391,55,97,12,0,26,80,2,0,63,91,8,3,0,3,11 +fieldce01,1996,2,NYA,AL,53,200,30,52,8,0,13,37,0,0,24,48,4,2,0,2,7 +finlech01,1996,1,CAL,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +finlest01,1996,1,SDN,NL,161,655,126,195,45,9,30,95,22,8,56,87,5,4,1,5,20 +flahejo01,1996,1,DET,AL,47,152,18,38,12,0,4,23,1,0,8,25,1,1,3,1,5 +flahejo01,1996,2,SDN,NL,72,264,22,80,12,0,9,41,2,3,9,36,1,2,1,3,8 +flenehu01,1996,1,TOR,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fletcda01,1996,1,MON,NL,127,394,41,105,22,0,12,57,0,0,27,42,4,6,1,3,13 +fletcpa01,1996,1,OAK,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +floribr01,1996,1,SDN,NL,39,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +floribr01,1996,2,ML4,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +floydcl01,1996,1,MON,NL,117,227,29,55,15,4,6,26,7,1,30,52,1,5,1,3,3 +fonvich01,1996,1,LAN,NL,103,201,34,41,4,1,0,13,7,2,17,31,1,0,3,0,1 +fordybr01,1996,1,CIN,NL,4,7,0,2,1,0,0,1,0,0,3,1,0,0,0,0,0 +fossato01,1996,1,SLN,NL,65,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1 +fosteke01,1996,1,CHN,NL,19,27,3,8,4,1,0,6,0,0,4,11,0,1,3,0,0 +foxan01,1996,1,NYA,AL,113,189,26,37,4,0,3,13,11,3,20,28,0,1,9,0,2 +francjo01,1996,1,NYN,NL,51,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +francju01,1996,1,CLE,AL,112,432,72,139,20,1,14,76,8,8,61,82,2,3,0,3,14 +francma01,1996,1,NYN,NL,14,31,3,6,1,0,1,2,0,0,1,5,0,1,0,1,1 +frazilo01,1996,1,TEX,AL,30,50,5,13,2,1,0,5,4,2,8,10,0,1,1,0,2 +freemma02,1996,1,COL,NL,26,41,3,5,0,0,0,0,0,0,2,21,0,0,4,0,1 +freemma02,1996,2,CHA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +freyst01,1996,1,PHI,NL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +frohwto01,1996,1,CAL,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fryeje01,1996,1,BOS,AL,105,419,74,120,27,2,4,41,18,4,54,57,0,5,5,3,6 +frymatr01,1996,1,DET,AL,157,616,90,165,32,3,22,100,4,3,57,118,2,4,1,10,18 +fyhrimi01,1996,1,NYN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gaettga01,1996,1,SLN,NL,141,522,71,143,27,4,23,80,2,2,35,97,6,8,4,5,10 +gagnegr01,1996,1,LAN,NL,128,428,48,109,13,2,10,55,4,2,50,93,11,2,4,3,6 +galaran01,1996,1,COL,NL,159,626,119,190,39,3,47,150,18,8,40,157,3,17,0,8,6 +gallemi01,1996,1,SLN,NL,51,143,12,30,2,0,0,4,0,0,12,31,1,1,3,0,0 +gantro01,1996,1,SLN,NL,122,419,74,103,14,2,30,82,13,4,73,98,5,3,1,4,9 +garceri01,1996,1,BOS,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +garcica01,1996,1,PIT,NL,101,390,66,111,18,4,6,44,16,6,23,58,3,4,3,2,3 +garcika01,1996,1,LAN,NL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +garcino01,1996,1,BOS,AL,24,87,11,21,2,3,4,16,5,0,4,14,0,0,1,1,0 +garcira03,1996,1,ML4,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gardnma01,1996,1,SFN,NL,33,68,6,11,1,0,0,4,0,0,2,26,0,1,8,0,2 +garriwe01,1996,1,OAK,AL,5,9,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +gatesbr01,1996,1,OAK,AL,64,247,26,65,19,2,2,30,1,1,18,35,0,2,5,2,9 +giambja01,1996,1,OAK,AL,140,536,84,156,40,1,20,79,0,1,51,95,3,5,1,5,15 +gibrast01,1996,1,CIN,NL,2,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +gibsopa01,1996,1,NYA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gilbe01,1996,1,TEX,AL,5,5,0,2,0,0,0,1,0,1,1,1,0,0,1,0,0 +gilesbr02,1996,1,CLE,AL,51,121,26,43,14,1,5,27,3,0,19,13,4,0,0,3,6 +gilkebe01,1996,1,NYN,NL,153,571,108,181,44,3,30,117,17,9,73,125,7,4,0,8,18 +giovaed01,1996,1,ATL,NL,43,82,10,19,2,0,0,7,1,0,8,13,0,1,2,1,3 +girarjo01,1996,1,NYA,AL,124,422,55,124,22,3,2,45,13,4,30,55,1,5,11,3,11 +givenbr01,1996,1,ML4,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +glanvdo01,1996,1,CHN,NL,49,83,10,20,5,1,1,10,2,0,3,11,0,0,2,1,0 +glavito02,1996,1,ATL,NL,39,76,8,22,4,0,0,3,0,0,5,17,0,0,15,0,2 +goffje01,1996,1,HOU,NL,1,4,1,2,0,0,1,2,0,0,0,1,0,0,0,0,0 +gohrgr01,1996,1,DET,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gohrgr01,1996,2,CAL,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gomezch02,1996,1,DET,AL,48,128,21,31,5,0,1,16,1,1,18,20,0,1,3,0,5 +gomezch02,1996,2,SDN,NL,89,328,32,86,16,1,3,29,2,2,39,64,1,6,3,2,11 +gomezle02,1996,1,CHN,NL,136,362,44,86,19,0,17,56,1,4,53,94,0,7,3,2,8 +gonzaal01,1996,1,TOR,AL,147,527,64,124,30,5,14,64,16,6,45,127,0,5,7,3,12 +gonzaju03,1996,1,TEX,AL,134,541,89,170,33,2,47,144,2,0,45,82,12,3,0,3,10 +gonzalu01,1996,1,CHN,NL,146,483,70,131,30,4,15,79,9,6,61,49,8,4,1,6,13 +gonzare01,1996,1,TEX,AL,51,92,19,20,4,0,2,5,0,0,10,11,0,0,0,2,3 +goodedw01,1996,1,NYA,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +goodwcu01,1996,1,CIN,NL,49,136,20,31,3,0,0,5,15,6,19,34,0,0,1,0,1 +goodwto01,1996,1,KCA,AL,143,524,80,148,14,4,1,35,66,22,39,79,0,2,21,1,3 +gordoto01,1996,1,BOS,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gracema01,1996,1,CHN,NL,142,547,88,181,39,1,9,75,2,3,62,41,8,1,0,6,18 +gracemi02,1996,1,PHI,NL,12,29,1,4,0,0,0,0,0,0,2,11,0,1,1,0,0 +graffto01,1996,1,ATL,NL,22,46,7,8,1,1,0,2,0,0,4,13,0,1,0,1,0 +grangje01,1996,1,KCA,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +graveda01,1996,1,CLE,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grebecr01,1996,1,FLO,NL,50,95,8,20,1,0,1,9,0,0,4,14,1,1,1,2,2 +greench02,1996,1,NYN,NL,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +greenmi01,1996,1,BOS,AL,77,295,35,87,20,1,7,44,4,0,18,27,3,2,0,3,11 +greensh01,1996,1,TOR,AL,132,422,52,118,32,3,11,45,5,1,33,75,3,8,0,2,9 +greento02,1996,1,CAL,AL,29,79,9,15,1,0,2,9,2,0,4,11,0,1,0,0,4 +greenwi01,1996,1,CIN,NL,115,287,48,70,5,5,19,63,0,1,36,88,6,0,1,1,5 +greerru01,1996,1,TEX,AL,139,542,96,180,41,6,18,100,9,0,62,86,4,3,0,10,9 +griffke02,1996,1,SEA,AL,140,545,125,165,26,2,49,140,16,1,78,104,13,7,1,7,7 +grimsja01,1996,1,CAL,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grissma02,1996,1,ATL,NL,158,671,106,207,32,10,23,74,28,11,41,73,6,3,4,4,12 +groombu01,1996,1,OAK,AL,72,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grosske01,1996,1,TEX,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grudzma01,1996,1,MON,NL,153,657,99,201,34,4,6,49,33,7,26,83,3,9,1,3,10 +grundke01,1996,1,BOS,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guarded01,1996,1,MIN,AL,83,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gubicma01,1996,1,KCA,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guerrvl01,1996,1,MON,NL,9,27,2,5,0,0,1,1,0,0,0,3,0,0,0,0,1 +guerrwi01,1996,1,LAN,NL,5,2,1,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +guettle01,1996,1,SEA,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guilloz01,1996,1,CHA,AL,150,499,62,131,24,8,4,45,6,5,10,27,0,0,12,7,10 +gundeer01,1996,1,BOS,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guthrma01,1996,1,LAN,NL,66,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gutieri01,1996,1,HOU,NL,89,218,28,62,8,1,1,15,6,1,23,42,3,3,4,1,4 +guzmaju01,1996,1,TOR,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gwynnch01,1996,1,SDN,NL,81,90,8,16,4,0,1,10,0,0,10,28,0,0,0,0,2 +gwynnto01,1996,1,SDN,NL,116,451,67,159,27,2,3,50,11,4,39,17,12,1,1,6,17 +habyajo01,1996,1,COL,NL,19,3,0,0,0,0,0,0,0,0,1,1,0,0,0,0,1 +hajekda01,1996,1,HOU,NL,8,10,3,3,1,0,0,0,0,0,2,0,0,0,0,0,3 +halech01,1996,1,MIN,AL,85,87,8,24,5,0,1,16,0,0,10,6,2,0,0,1,3 +hallda01,1996,1,LAN,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hallme01,1996,1,SFN,NL,25,25,3,3,0,0,0,5,0,0,1,4,0,0,0,1,0 +hamelbo01,1996,1,KCA,AL,89,239,31,61,14,1,9,40,5,2,54,58,2,2,0,4,7 +hamilda02,1996,1,TEX,AL,148,627,94,184,29,4,6,51,15,5,54,66,4,2,7,6,15 +hamiljo02,1996,1,SDN,NL,34,68,7,11,2,0,1,4,0,0,2,32,0,0,11,0,1 +hammoch01,1996,1,FLO,NL,38,15,1,1,0,0,0,0,0,0,1,7,0,0,2,0,0 +hammoje01,1996,1,BAL,AL,71,248,38,56,10,1,9,27,3,3,23,53,1,4,6,1,7 +hamptmi01,1996,1,HOU,NL,29,42,9,10,1,0,0,3,0,0,4,11,0,1,7,0,1 +hancole01,1996,1,PIT,NL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hancory01,1996,1,CAL,AL,11,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +haneych01,1996,1,KCA,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +haneyto01,1996,1,CHN,NL,49,82,11,11,1,0,0,3,1,0,7,15,0,0,2,1,1 +hanseda01,1996,1,LAN,NL,80,104,7,23,1,0,0,6,0,0,11,22,1,0,0,1,4 +hansegr01,1996,1,MIN,AL,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hansoer01,1996,1,TOR,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hardtja01,1996,1,NYN,NL,19,57,3,11,5,0,0,6,0,0,2,12,0,1,0,0,1 +harikti01,1996,1,SEA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +harnipe01,1996,1,NYN,NL,32,55,3,5,1,0,0,1,0,0,2,18,0,0,10,1,0 +harrile01,1996,1,CIN,NL,125,302,33,86,17,2,5,32,14,6,21,31,1,1,6,3,3 +harripe01,1996,1,CAL,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +harrire01,1996,1,BOS,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hartgde01,1996,1,HOU,NL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +hartgde01,1996,2,ATL,NL,20,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +haselbi01,1996,1,BOS,AL,77,237,33,65,13,1,8,34,4,2,19,52,3,1,0,0,13 +hattesc01,1996,1,BOS,AL,10,11,3,2,1,0,0,0,0,0,3,2,0,0,0,0,2 +hawblry01,1996,1,COL,NL,8,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hawkila01,1996,1,MIN,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hayesch01,1996,1,PIT,NL,128,459,51,114,21,2,10,62,6,0,36,78,4,0,2,3,16 +hayesch01,1996,2,NYA,AL,20,67,7,19,3,0,2,13,0,0,1,12,0,0,1,0,1 +hayneji01,1996,1,BAL,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +heflibr01,1996,1,PHI,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +helliri01,1996,1,TEX,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +helliri01,1996,2,FLO,NL,5,9,1,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +henderi01,1996,1,SDN,NL,148,465,110,112,17,2,9,29,37,15,125,90,2,10,0,2,5 +hennemi01,1996,1,TEX,AL,49,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +henrydo01,1996,1,NYN,NL,58,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hentgpa01,1996,1,TOR,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +heredfe01,1996,1,FLO,NL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +heredgi01,1996,1,TEX,AL,44,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hermadu01,1996,1,SDN,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hernaca01,1996,1,LAN,NL,13,14,1,4,0,0,0,0,0,0,2,2,0,0,0,0,0 +hernajo01,1996,1,CHN,NL,131,331,52,80,14,1,10,41,4,0,24,97,4,1,5,2,10 +hernali01,1996,1,FLO,NL,1,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +hernaro01,1996,1,CHA,AL,72,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hernaxa01,1996,1,CIN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hernaxa01,1996,2,HOU,NL,58,2,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +herrejo02,1996,1,OAK,AL,108,320,44,86,15,1,6,30,8,2,20,59,1,3,3,0,5 +hershor01,1996,1,CLE,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hiattph01,1996,1,DET,AL,7,21,3,4,0,1,0,1,0,0,2,11,0,0,0,0,1 +higgibo02,1996,1,DET,AL,130,440,75,141,35,0,26,81,6,3,65,66,7,1,3,6,7 +hillgl01,1996,1,SFN,NL,98,379,56,106,26,0,19,67,6,3,33,95,3,6,0,3,6 +hillke01,1996,1,TEX,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hitchst01,1996,1,SEA,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hockide01,1996,1,MIN,AL,49,127,16,25,6,0,1,10,3,3,8,24,0,0,1,1,3 +hoffmtr01,1996,1,SDN,NL,70,8,0,0,0,0,0,0,0,0,0,4,0,0,1,0,0 +hoilech01,1996,1,BAL,AL,127,407,64,105,13,0,25,73,0,1,57,97,1,9,1,7,7 +holbeaa01,1996,1,SLN,NL,1,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hollato01,1996,1,LAN,NL,149,478,64,139,26,4,12,59,21,6,41,93,1,2,3,2,2 +hollida01,1996,1,MIN,AL,121,422,71,102,26,0,13,53,6,4,71,102,5,10,0,0,9 +hollida01,1996,2,SEA,AL,28,94,17,33,3,0,3,25,0,2,13,15,2,3,1,2,2 +holmeda01,1996,1,COL,NL,62,2,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +holtch01,1996,1,HOU,NL,4,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +holtzmi01,1996,1,CAL,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +holzema01,1996,1,CAL,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +honeyri01,1996,1,SLN,NL,61,1,0,0,0,0,0,1,0,0,2,1,0,0,0,0,0 +hookch01,1996,1,SFN,NL,10,2,0,1,0,0,0,1,0,0,0,1,0,0,0,0,0 +hopejo01,1996,1,PIT,NL,5,5,0,1,0,0,0,0,1,0,0,0,0,0,1,0,0 +hoseydw01,1996,1,BOS,AL,28,78,13,17,2,2,1,3,6,3,7,17,0,0,2,0,0 +houstty01,1996,1,ATL,NL,33,27,3,6,2,1,1,8,0,0,1,9,0,0,0,0,1 +houstty01,1996,2,CHN,NL,46,115,18,39,7,0,2,19,3,2,8,18,1,0,0,0,4 +howarda02,1996,1,KCA,AL,143,420,51,92,14,5,4,48,5,6,40,74,0,4,17,4,6 +howarma01,1996,1,NYA,AL,35,54,9,11,1,0,1,9,1,0,2,8,0,0,2,1,2 +howarth01,1996,1,CIN,NL,121,360,50,98,19,10,6,42,6,5,17,51,3,3,2,4,5 +howelja02,1996,1,CAL,AL,66,126,20,34,4,1,8,21,0,1,10,30,0,0,0,0,3 +howest01,1996,1,NYA,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hubbami01,1996,1,CHN,NL,21,38,1,4,0,0,1,4,0,0,0,15,0,0,0,1,1 +hubbatr01,1996,1,COL,NL,45,60,12,13,5,1,1,12,2,0,9,22,0,1,0,0,1 +hubbatr01,1996,2,SFN,NL,10,29,3,6,0,1,1,2,0,0,2,5,0,0,0,0,2 +hudekjo01,1996,1,HOU,NL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hudlere01,1996,1,CAL,AL,92,302,60,94,20,3,16,40,14,5,9,54,0,3,2,1,7 +hudsojo02,1996,1,BOS,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +huffmi01,1996,1,TOR,AL,11,29,5,5,0,1,0,0,0,0,1,5,0,0,0,0,0 +huismri01,1996,1,KCA,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hulseda01,1996,1,ML4,AL,81,117,18,26,3,0,0,6,4,1,8,16,0,0,2,0,2 +hundlto01,1996,1,NYN,NL,153,540,85,140,32,1,41,112,1,3,79,146,15,3,0,2,9 +huntebr01,1996,1,SEA,AL,75,198,21,53,10,0,7,28,0,1,15,43,2,4,1,3,6 +huntebr02,1996,1,HOU,NL,132,526,74,145,27,2,5,35,35,9,17,92,0,2,1,7,6 +hunteri01,1996,1,PHI,NL,15,18,2,3,1,0,0,0,0,0,1,5,0,0,4,0,0 +hurstbi01,1996,1,FLO,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hurtaed01,1996,1,SEA,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +huskebu01,1996,1,NYN,NL,118,414,43,115,16,2,15,60,1,2,27,77,3,0,0,4,10 +husonje01,1996,1,BAL,AL,17,28,5,9,1,0,0,2,0,0,1,3,0,0,0,1,0 +huttoma01,1996,1,NYA,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +huttoma01,1996,2,FLO,NL,13,19,2,6,0,0,1,1,0,0,0,6,0,0,1,0,1 +hyersti01,1996,1,DET,AL,17,26,1,2,1,0,0,0,0,0,4,5,2,0,0,0,1 +ibanera01,1996,1,SEA,AL,4,5,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0 +incavpe01,1996,1,PHI,NL,99,269,33,63,7,2,16,42,2,0,30,82,2,3,0,0,6 +incavpe01,1996,2,BAL,AL,12,33,4,10,2,0,2,8,0,0,0,7,0,1,0,1,0 +isrinja01,1996,1,NYN,NL,27,51,5,13,2,0,2,9,0,0,3,15,0,0,2,1,0 +jacksda02,1996,1,SLN,NL,13,9,1,3,2,0,0,4,0,0,0,1,0,0,1,0,0 +jacksda04,1996,1,CLE,AL,5,10,2,3,2,0,0,1,0,0,1,4,0,0,0,0,0 +jacksmi02,1996,1,SEA,AL,73,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jacomja01,1996,1,KCA,AL,49,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jahajo01,1996,1,ML4,AL,148,543,108,163,28,1,34,118,3,1,85,118,1,5,0,3,16 +jamesdi01,1996,1,NYA,AL,6,12,1,2,0,0,0,0,1,0,1,2,0,0,0,0,1 +jamesmi01,1996,1,CAL,AL,69,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +janzema01,1996,1,TOR,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jarvike01,1996,1,CIN,NL,24,36,2,6,1,0,0,1,0,0,0,12,0,0,8,0,1 +javiest01,1996,1,SFN,NL,71,274,44,74,25,0,2,22,14,2,25,51,0,2,5,0,4 +jeffegr01,1996,1,PHI,NL,104,404,59,118,17,3,7,51,20,6,36,21,6,1,0,5,9 +jeffere01,1996,1,BOS,AL,122,386,67,134,30,4,19,74,0,0,25,89,5,3,0,4,11 +jenniro01,1996,1,CHN,NL,31,58,7,13,5,0,0,4,1,0,3,9,0,1,0,0,1 +jensema01,1996,1,SFN,NL,9,19,4,4,1,0,0,4,0,0,8,7,0,0,0,0,1 +jeterde01,1996,1,NYA,AL,157,582,104,183,25,6,10,78,14,7,48,102,1,9,6,9,13 +johnsbr01,1996,1,SDN,NL,82,243,18,66,13,1,8,35,0,0,4,36,2,4,2,4,8 +johnsch04,1996,1,FLO,NL,120,386,34,84,13,1,13,37,1,0,40,91,6,2,2,4,20 +johnsda05,1996,1,TOR,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnsdo04,1996,1,OAK,AL,42,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnsjo07,1996,1,HOU,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnsla03,1996,1,NYN,NL,160,682,117,227,31,21,9,69,50,12,33,40,8,1,3,5,8 +johnsma01,1996,1,PIT,NL,127,343,55,94,24,0,13,47,6,4,44,64,3,5,0,4,5 +johnsra05,1996,1,SEA,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jonesan01,1996,1,ATL,NL,31,106,11,23,7,1,5,13,3,0,7,29,0,0,0,0,1 +jonesbo03,1996,1,NYN,NL,31,60,6,7,2,0,0,2,0,0,3,20,0,0,9,0,1 +jonesch05,1996,1,NYN,NL,89,149,22,36,7,0,4,18,1,0,12,42,1,2,0,0,3 +jonesch06,1996,1,ATL,NL,157,598,114,185,32,5,30,110,14,1,87,88,0,0,1,7,14 +jonesda05,1996,1,SFN,NL,34,58,7,10,0,2,1,7,2,2,8,12,0,0,0,1,0 +jonesdo01,1996,1,CHN,NL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jonesdo01,1996,2,ML4,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jonesst02,1996,1,CHA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +joneste02,1996,1,COL,NL,12,10,6,3,0,0,0,1,0,0,0,3,0,0,0,1,0 +jonesto02,1996,1,HOU,NL,51,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jordabr01,1996,1,SLN,NL,140,513,82,159,36,1,17,104,22,5,29,84,4,7,2,9,6 +jordake01,1996,1,PHI,NL,43,131,15,37,10,0,3,12,2,1,5,20,0,1,3,2,3 +jordari02,1996,1,SEA,AL,15,28,4,7,0,0,1,4,0,0,1,6,0,1,0,1,0 +jordari03,1996,1,PHI,NL,26,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +joynewa01,1996,1,SDN,NL,121,433,59,120,29,1,8,65,5,3,69,71,8,3,1,4,6 +judenje01,1996,1,SFN,NL,36,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +judenje01,1996,2,MON,NL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +justida01,1996,1,ATL,NL,40,140,23,45,9,0,6,25,1,1,21,22,1,1,0,2,5 +kamiesc01,1996,1,NYA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +karchma01,1996,1,CHA,AL,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +karkoro01,1996,1,CHA,AL,111,355,44,78,22,0,10,38,0,0,24,93,2,1,7,2,7 +karlsc01,1996,1,ML4,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +karroer01,1996,1,LAN,NL,154,608,84,158,29,1,34,111,8,0,53,121,2,1,0,8,27 +keaglgr01,1996,1,DET,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kellymi02,1996,1,CIN,NL,19,49,5,9,4,0,1,7,4,0,9,11,0,2,0,0,2 +kellypa03,1996,1,NYA,AL,13,21,4,3,0,0,0,2,0,1,2,9,0,0,0,0,1 +kellyro01,1996,1,MIN,AL,98,322,41,104,17,4,6,47,10,2,23,53,0,7,0,5,17 +kendaja01,1996,1,PIT,NL,130,414,54,124,23,5,3,42,5,2,35,30,11,15,3,4,7 +kentje01,1996,1,NYN,NL,89,335,45,97,20,1,9,39,4,3,21,56,1,1,1,3,7 +kentje01,1996,2,CLE,AL,39,102,16,27,7,0,3,16,2,1,10,22,0,1,0,3,1 +keyji01,1996,1,NYA,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +keysebr01,1996,1,CHA,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kiefema01,1996,1,ML4,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kiescbr01,1996,1,CHN,NL,25,29,6,10,2,0,1,6,0,0,3,8,0,0,0,0,0 +kileda01,1996,1,HOU,NL,37,73,3,10,4,0,0,5,0,0,3,34,0,0,7,1,0 +kingemi01,1996,1,PIT,NL,117,276,32,68,12,2,3,27,2,1,23,29,2,1,1,3,5 +kingje01,1996,1,PIT,NL,155,591,91,160,36,4,30,111,15,1,70,95,3,2,1,8,17 +kingsge01,1996,1,BAL,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kirbywa01,1996,1,CLE,AL,27,16,3,4,1,0,0,1,0,1,2,2,0,0,0,0,1 +kirbywa01,1996,2,LAN,NL,65,188,23,51,10,1,1,11,4,2,17,17,1,1,1,1,3 +kleskry01,1996,1,ATL,NL,153,528,90,149,21,4,34,93,6,3,68,129,10,2,0,4,10 +klingsc01,1996,1,MIN,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +klinkjo01,1996,1,SEA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +knackbr01,1996,1,BOS,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +knoblch01,1996,1,MIN,AL,153,578,140,197,35,14,13,72,45,14,98,74,6,19,0,6,9 +knorrra01,1996,1,HOU,NL,37,87,7,17,5,0,1,7,0,1,5,18,2,1,0,1,1 +kosloke01,1996,1,ML4,AL,25,42,5,9,3,2,0,6,0,0,4,12,1,1,0,0,1 +kreutch01,1996,1,CHA,AL,46,114,14,25,8,0,3,18,0,0,13,29,0,2,2,1,2 +krivdri01,1996,1,BAL,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lacyke01,1996,1,BOS,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lampkto01,1996,1,SFN,NL,66,177,26,41,8,0,6,29,1,5,20,22,2,5,0,2,2 +langsma01,1996,1,CAL,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lankfra01,1996,1,SLN,NL,149,545,100,150,36,8,21,86,35,7,79,133,10,3,1,7,12 +lansimi01,1996,1,MON,NL,159,641,99,183,40,2,11,53,23,8,44,85,1,10,9,1,19 +larkian01,1996,1,FLO,NL,1,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +larkiba01,1996,1,CIN,NL,152,517,117,154,32,4,33,89,36,10,96,52,3,7,0,7,20 +lawtoma02,1996,1,MIN,AL,79,252,34,65,7,1,6,42,4,4,28,28,1,4,0,2,6 +leftwph01,1996,1,CAL,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leipeda01,1996,1,PHI,NL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leipeda01,1996,2,MON,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leiteal01,1996,1,FLO,NL,33,70,3,7,0,0,0,1,0,0,4,45,0,0,7,0,1 +leitema01,1996,1,SFN,NL,23,42,2,6,1,0,0,2,0,0,1,20,0,0,7,0,1 +leitema01,1996,2,MON,NL,12,25,2,2,0,0,0,3,0,0,2,15,0,0,2,0,0 +leiussc01,1996,1,CLE,AL,27,43,3,6,4,0,1,3,0,0,2,8,0,0,1,0,1 +lemkema01,1996,1,ATL,NL,135,498,64,127,17,0,5,37,5,2,53,48,1,0,5,6,9 +lennopa01,1996,1,KCA,AL,14,30,5,7,3,0,0,1,0,0,7,10,0,0,0,0,0 +leshebr01,1996,1,OAK,AL,26,82,11,19,3,0,5,16,0,0,5,17,0,1,1,1,2 +leskacu01,1996,1,COL,NL,70,3,0,1,1,0,0,1,0,0,0,2,0,0,1,0,0 +levinal01,1996,1,CHA,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +levisje01,1996,1,ML4,AL,104,233,27,55,6,1,1,21,0,0,38,15,0,2,1,0,7 +lewisda01,1996,1,CHA,AL,141,337,55,77,12,2,4,53,21,5,45,40,1,3,15,5,9 +lewisma01,1996,1,DET,AL,145,545,69,147,30,3,11,55,6,1,42,109,0,5,4,3,12 +lewisri01,1996,1,DET,AL,72,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leyriji01,1996,1,NYA,AL,88,265,23,70,10,0,7,40,2,0,30,68,3,9,2,3,11 +liebejo01,1996,1,PIT,NL,51,36,4,7,3,0,0,3,0,0,3,11,0,0,3,0,2 +liebemi01,1996,1,PHI,NL,50,166,21,42,8,0,7,23,0,0,10,30,0,2,0,4,4 +lillide01,1996,1,CIN,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +limajo01,1996,1,DET,AL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lintodo01,1996,1,KCA,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lirafe01,1996,1,DET,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +liriane01,1996,1,PIT,NL,112,217,23,58,14,2,3,30,2,0,14,22,2,0,0,3,1 +listapa01,1996,1,ML4,AL,87,317,51,76,16,2,1,33,25,5,36,51,0,1,6,2,2 +livinsc01,1996,1,SDN,NL,102,172,20,51,4,1,2,20,0,1,9,22,0,0,0,0,6 +lloydgr01,1996,1,ML4,AL,52,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lloydgr01,1996,2,NYA,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +loaizes01,1996,1,PIT,NL,11,17,1,2,0,0,0,1,0,0,0,2,0,0,5,0,1 +lockhke01,1996,1,KCA,AL,138,433,49,118,33,3,7,55,11,6,30,40,4,2,1,5,7 +loftoke01,1996,1,CLE,AL,154,662,132,210,35,4,14,67,75,17,61,82,3,0,7,6,7 +loiseri01,1996,1,PIT,NL,5,8,0,2,1,0,0,2,0,0,0,3,0,0,0,0,1 +lomonke01,1996,1,ATL,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lopezal02,1996,1,CLE,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lopezja01,1996,1,ATL,NL,138,489,56,138,19,1,23,69,1,6,28,84,5,3,1,5,17 +lopezlu02,1996,1,SDN,NL,63,139,10,25,3,0,2,11,0,0,9,35,1,1,1,1,7 +loretma01,1996,1,ML4,AL,73,154,20,43,3,0,1,13,2,1,14,15,0,0,2,0,7 +lovulto01,1996,1,OAK,AL,65,82,15,18,4,0,3,9,1,2,11,17,0,2,3,1,0 +ludwier01,1996,1,SLN,NL,6,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +lukacro01,1996,1,MON,NL,2,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +lukema01,1996,1,NYA,AL,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lyonscu01,1996,1,CIN,NL,3,5,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +mabryjo01,1996,1,SLN,NL,151,543,63,161,30,2,13,74,3,2,37,84,11,3,3,5,21 +macdobo01,1996,1,NYN,NL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +macfami01,1996,1,KCA,AL,112,379,58,104,24,2,19,54,3,3,31,57,5,7,0,2,4 +macharo01,1996,1,CHA,AL,4,6,1,4,1,0,0,2,0,0,0,0,0,0,0,0,1 +maddugr01,1996,1,ATL,NL,35,68,6,10,2,0,0,2,0,0,3,12,0,0,11,0,0 +maddumi01,1996,1,BOS,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +madurca01,1996,1,PHI,NL,4,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +magadda01,1996,1,CHN,NL,78,169,23,43,10,0,3,17,0,2,29,23,3,0,1,2,3 +mageewe01,1996,1,PHI,NL,38,142,9,29,7,0,2,14,0,0,9,33,0,0,0,0,2 +magnami01,1996,1,KCA,AL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +magrajo01,1996,1,CHA,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mahompa01,1996,1,MIN,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mahompa01,1996,2,BOS,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +malavjo01,1996,1,BOS,AL,41,102,12,24,3,0,4,17,0,0,2,25,0,1,0,0,0 +mantema01,1996,1,FLO,NL,14,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +mantoje01,1996,1,BOS,AL,10,30,5,8,3,1,2,4,0,0,3,6,0,1,0,0,0 +mantoje01,1996,2,SEA,AL,21,54,7,10,3,0,1,4,0,1,9,12,0,0,0,0,2 +mantoje01,1996,3,BOS,AL,12,18,3,2,0,0,0,2,0,0,5,6,0,0,0,0,0 +manueba01,1996,1,MON,NL,53,7,0,0,0,0,0,0,0,0,1,3,0,0,1,0,0 +manwaki01,1996,1,SFN,NL,49,145,9,34,6,0,1,14,0,1,16,24,1,3,1,2,2 +manwaki01,1996,2,HOU,NL,37,82,5,18,3,0,0,4,0,0,3,16,0,2,1,0,2 +marreor01,1996,1,LAN,NL,10,8,2,3,1,0,0,1,0,0,1,3,0,0,0,0,0 +martial03,1996,1,PIT,NL,155,630,101,189,40,1,18,72,38,12,54,116,2,2,1,7,9 +martida01,1996,1,CHA,AL,146,440,85,140,20,8,10,53,15,7,52,52,1,3,2,1,4 +martide01,1996,1,CLE,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +martied01,1996,1,SEA,AL,139,499,121,163,52,2,26,103,3,3,123,84,12,8,0,4,15 +martima02,1996,1,SEA,AL,9,17,3,4,2,1,0,3,2,0,3,5,0,0,0,0,1 +martima02,1996,2,PHI,NL,13,36,2,8,0,2,0,0,2,1,1,11,0,1,1,0,1 +martino01,1996,1,CHA,AL,70,140,30,49,7,0,1,14,10,2,6,17,0,0,4,1,4 +martipa03,1996,1,ATL,NL,4,2,1,1,0,0,0,0,0,1,0,0,0,0,1,0,0 +martipe02,1996,1,MON,NL,33,64,5,6,1,0,0,4,0,0,4,29,0,1,16,0,0 +martipe03,1996,1,NYN,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +martipe03,1996,2,CIN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +martira02,1996,1,LAN,NL,30,59,3,7,0,0,0,2,0,0,2,22,0,0,8,0,0 +martisa01,1996,1,TOR,AL,76,229,17,52,9,3,3,18,0,0,16,58,0,4,1,1,4 +martiti02,1996,1,NYA,AL,155,595,82,174,28,0,25,117,2,1,68,85,4,2,1,5,18 +marzajo01,1996,1,SEA,AL,41,106,8,26,6,0,0,6,0,0,7,15,0,4,3,0,2 +mashoda01,1996,1,OAK,AL,50,105,20,28,7,1,3,12,4,0,16,31,0,1,1,1,2 +mathemi01,1996,1,ML4,AL,106,313,31,64,15,2,8,46,3,2,14,80,0,3,7,4,9 +mathete01,1996,1,FLO,NL,57,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +mathete01,1996,2,BAL,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mathetj01,1996,1,SLN,NL,67,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +maxcybr01,1996,1,DET,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mayda02,1996,1,PIT,NL,5,3,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +mayda02,1996,2,CAL,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mayde01,1996,1,HOU,NL,109,259,24,65,12,3,5,33,2,2,30,33,8,2,0,3,3 +maynebr01,1996,1,NYN,NL,70,99,9,26,6,0,1,6,0,1,12,22,1,0,2,0,4 +mccarda01,1996,1,SFN,NL,91,175,16,38,3,0,6,24,2,1,18,43,0,2,0,2,5 +mccargr01,1996,1,SEA,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mccaski01,1996,1,CHA,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mccraqu01,1996,1,COL,NL,124,283,50,82,13,6,3,40,17,6,32,62,4,1,12,1,5 +mccurje01,1996,1,DET,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcdonbe01,1996,1,ML4,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcdowja01,1996,1,CLE,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcdowro01,1996,1,BAL,AL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcelrch01,1996,1,CIN,NL,12,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcelrch01,1996,2,CAL,AL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcgeewi01,1996,1,SLN,NL,123,309,52,95,15,2,5,41,5,2,18,60,2,2,1,1,8 +mcgrifr01,1996,1,ATL,NL,159,617,81,182,37,1,28,107,7,3,68,116,12,2,0,4,20 +mcgwima01,1996,1,OAK,AL,130,423,104,132,21,0,52,113,0,0,116,112,16,8,0,1,14 +mcintti01,1996,1,NYA,AL,3,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mckeewa01,1996,1,BOS,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mclemma01,1996,1,TEX,AL,147,517,84,150,23,4,5,46,27,10,87,69,5,0,2,5,16 +mcmicgr01,1996,1,ATL,NL,73,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcmilbi01,1996,1,FLO,NL,28,51,4,11,0,0,0,4,0,0,5,14,1,0,0,0,1 +mcraebr01,1996,1,CHN,NL,157,624,111,172,32,5,17,66,37,9,73,84,6,12,2,5,11 +meachru01,1996,1,SEA,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mearepa01,1996,1,MIN,AL,152,517,66,138,26,7,8,67,9,4,17,90,1,9,4,7,19 +mecirji01,1996,1,NYA,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mejiami01,1996,1,SLN,NL,45,23,10,2,0,0,0,0,6,3,0,10,0,0,0,0,0 +mendora01,1996,1,NYA,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +menhapa01,1996,1,SEA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mercehe01,1996,1,KCA,AL,4,4,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +mercejo02,1996,1,ML4,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +merceor01,1996,1,PIT,NL,120,453,69,130,24,1,17,80,8,4,51,74,5,0,0,3,9 +merckke01,1996,1,BAL,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +merckke01,1996,2,CLE,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mesajo01,1996,1,CLE,AL,69,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +micelda01,1996,1,PIT,NL,44,13,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +mieskma01,1996,1,ML4,AL,127,374,46,104,24,3,14,64,1,5,26,76,2,2,1,6,9 +milacbo01,1996,1,SEA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +milchmi01,1996,1,MIN,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +milchmi01,1996,2,BAL,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +milleku01,1996,1,FLO,NL,26,8,0,3,0,0,0,2,0,0,0,0,0,0,1,0,0 +milleor01,1996,1,HOU,NL,139,468,43,120,26,2,15,58,3,7,14,116,4,10,1,3,14 +milletr01,1996,1,MIN,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +milletr02,1996,1,DET,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +millira02,1996,1,FLO,NL,24,62,7,10,2,0,0,1,2,0,14,16,1,0,0,1,1 +millsal01,1996,1,BAL,AL,49,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mimbsmi01,1996,1,PHI,NL,21,33,0,4,0,0,0,0,0,0,0,12,0,0,2,0,1 +minchna01,1996,1,BOS,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +minorbl01,1996,1,NYN,NL,17,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +minorbl01,1996,2,SEA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mirabdo01,1996,1,SFN,NL,9,18,2,4,1,0,0,1,0,0,3,4,0,0,0,0,0 +miranan01,1996,1,ML4,AL,46,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mitchke01,1996,1,BOS,AL,27,92,9,28,4,0,2,13,0,0,11,14,0,1,0,0,3 +mitchke01,1996,2,CIN,NL,37,114,18,37,11,0,6,26,0,0,26,16,2,0,0,1,5 +mitchke02,1996,1,CIN,NL,11,15,2,4,1,0,1,3,0,0,1,3,0,0,0,0,0 +mitchla01,1996,1,PHI,NL,7,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +mlickda01,1996,1,NYN,NL,51,10,0,1,0,0,0,0,0,0,1,3,0,0,0,0,0 +moehlbr01,1996,1,DET,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mohlemi01,1996,1,OAK,AL,72,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +moliniz01,1996,1,OAK,AL,14,25,0,5,2,0,0,1,0,0,1,3,0,0,0,0,0 +molitpa01,1996,1,MIN,AL,161,660,99,225,41,8,9,113,18,6,56,72,10,3,0,9,21 +mondera01,1996,1,LAN,NL,157,634,98,188,40,7,24,88,14,7,32,122,9,5,0,2,6 +monteri01,1996,1,CAL,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +montgje01,1996,1,KCA,AL,48,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +montgra01,1996,1,HOU,NL,12,14,4,3,1,0,1,4,0,0,1,5,0,0,0,0,0 +montgst01,1996,1,OAK,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mooreke02,1996,1,OAK,AL,22,16,4,1,1,0,0,0,1,0,2,6,0,0,0,0,0 +moorema01,1996,1,CIN,NL,23,3,0,1,1,0,0,0,0,0,0,2,0,0,0,0,0 +moranmi01,1996,1,PHI,NL,140,539,64,135,24,6,3,32,26,5,49,87,0,9,5,4,15 +mordemi01,1996,1,ATL,NL,66,108,12,26,5,0,2,8,1,0,9,24,1,0,4,1,1 +morelra01,1996,1,PIT,NL,29,4,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +morgami01,1996,1,SLN,NL,18,33,1,2,0,0,0,0,0,0,0,14,0,0,9,0,0 +morgami01,1996,2,CIN,NL,5,7,0,0,0,0,0,0,0,0,0,3,0,0,2,0,0 +mormaal01,1996,1,HOU,NL,53,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mormaru01,1996,1,FLO,NL,6,6,0,1,1,0,0,0,0,0,1,2,0,0,0,0,0 +morriha02,1996,1,CIN,NL,142,528,82,165,32,4,16,80,7,5,50,76,5,5,5,6,12 +mosquju01,1996,1,TOR,AL,8,22,2,5,2,0,0,2,0,1,0,3,0,1,0,0,0 +mottoch01,1996,1,CIN,NL,35,79,10,17,3,0,3,6,2,2,6,16,1,0,0,0,0 +moutoja01,1996,1,HOU,NL,122,300,40,79,15,1,3,34,21,9,38,55,2,0,2,3,9 +moutoly01,1996,1,CHA,AL,87,214,25,63,8,1,7,39,3,0,22,50,4,2,0,3,3 +moyerja01,1996,1,BOS,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +moyerja01,1996,2,SEA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +muellbi02,1996,1,SFN,NL,55,200,31,66,15,1,0,19,0,0,24,26,0,1,1,2,1 +mulhote01,1996,1,PHI,NL,21,45,2,8,1,0,1,2,0,0,0,20,0,0,4,0,0 +mulhote01,1996,2,SEA,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mullise01,1996,1,SDN,NL,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +munozbo01,1996,1,PHI,NL,6,7,1,1,1,0,0,0,0,0,0,3,0,0,1,0,0 +munozjo01,1996,1,CHA,AL,17,27,7,7,0,0,0,1,0,0,4,1,0,0,0,0,2 +munozmi01,1996,1,COL,NL,54,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +munozpe01,1996,1,OAK,AL,34,121,17,31,5,0,6,18,0,0,9,31,1,0,0,0,2 +murraed02,1996,1,CLE,AL,88,336,33,88,9,1,12,45,3,0,34,45,2,0,0,4,13 +murraed02,1996,2,BAL,AL,64,230,36,59,12,0,10,34,1,0,27,42,4,0,0,6,6 +murragl01,1996,1,PHI,NL,38,97,8,19,3,0,2,6,1,1,7,36,0,0,0,0,0 +mussimi01,1996,1,BAL,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +myersgr01,1996,1,MIN,AL,97,329,37,94,22,3,6,47,0,0,19,52,3,0,0,5,11 +myersji01,1996,1,BAL,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +myersmi01,1996,1,DET,AL,83,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +myersra01,1996,1,BAL,AL,62,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +myersro01,1996,1,CHN,NL,45,5,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +myersro02,1996,1,KCA,AL,22,63,9,18,7,0,1,11,3,2,7,16,0,0,0,0,1 +naehrti01,1996,1,BOS,AL,116,430,77,124,16,0,17,65,2,1,49,63,4,4,2,4,14 +nagych01,1996,1,CLE,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +natalro01,1996,1,FLO,NL,44,90,4,12,1,1,0,2,0,1,15,31,5,0,0,0,3 +naultda01,1996,1,MIN,AL,49,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +navarja01,1996,1,CHN,NL,35,77,1,10,1,0,0,3,0,0,0,26,0,1,8,0,1 +neaglde01,1996,1,PIT,NL,30,55,3,10,1,0,0,2,0,0,1,15,0,0,16,1,0 +neaglde01,1996,2,ATL,NL,6,14,0,2,0,0,0,2,0,0,1,3,0,0,0,0,0 +nelsoje01,1996,1,NYA,AL,73,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nenro01,1996,1,FLO,NL,75,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nevinph01,1996,1,DET,AL,38,120,15,35,5,0,8,19,1,0,8,39,0,1,0,1,1 +newfima01,1996,1,SDN,NL,84,191,27,48,11,0,5,26,1,1,16,44,1,2,0,3,7 +newfima01,1996,2,ML4,AL,49,179,21,55,15,0,7,31,0,1,11,26,1,4,0,4,1 +newsowa01,1996,1,TEX,AL,91,235,34,60,14,1,10,31,3,0,37,82,1,0,0,1,3 +niedda01,1996,1,COL,NL,6,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +nieveme01,1996,1,DET,AL,120,431,71,106,23,4,24,60,1,2,44,158,2,6,0,3,10 +nilssda01,1996,1,ML4,AL,123,453,81,150,33,2,17,84,2,3,57,68,6,3,0,3,4 +nitkocj01,1996,1,DET,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nixonot01,1996,1,TOR,AL,125,496,87,142,15,1,1,29,54,13,71,68,1,1,7,0,9 +nixontr01,1996,1,BOS,AL,2,4,2,2,1,0,0,0,1,0,0,1,0,0,0,0,0 +nomohi01,1996,1,LAN,NL,33,75,1,10,4,0,0,3,0,0,2,38,0,0,10,0,1 +normale01,1996,1,KCA,AL,54,49,9,6,0,0,0,0,1,1,6,14,0,1,0,0,0 +nortogr01,1996,1,CHA,AL,11,23,4,5,0,0,2,3,0,1,4,6,0,0,0,0,0 +nunnajo01,1996,1,KCA,AL,35,90,16,19,5,1,5,17,0,0,13,25,2,0,0,1,0 +obandsh01,1996,1,MON,NL,89,178,30,44,9,0,8,22,2,0,22,48,1,1,0,1,2 +obriech01,1996,1,TOR,AL,109,324,33,77,17,0,13,44,0,1,29,68,1,17,3,2,8 +ochoaal01,1996,1,NYN,NL,82,282,37,83,19,3,4,33,4,3,17,30,0,2,0,3,2 +offerjo01,1996,1,KCA,AL,151,561,85,170,33,8,5,47,24,10,74,98,3,1,7,2,9 +ogeach01,1996,1,CLE,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +oleartr01,1996,1,BOS,AL,149,497,68,129,28,5,15,81,3,2,47,80,3,4,1,3,13 +olerujo01,1996,1,TOR,AL,125,398,59,109,25,0,18,61,1,0,60,37,6,10,0,1,10 +olivaom01,1996,1,DET,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +oliveda02,1996,1,TEX,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +olivejo01,1996,1,CIN,NL,106,289,31,70,12,1,11,46,2,0,28,54,6,2,3,3,8 +olsongr01,1996,1,DET,AL,43,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +olsongr01,1996,2,HOU,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +oneilpa01,1996,1,NYA,AL,150,546,89,165,35,1,19,91,0,1,102,76,8,4,0,8,21 +oquismi01,1996,1,SDN,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ordonre01,1996,1,NYN,NL,151,502,51,129,12,4,1,30,1,3,22,53,12,1,4,1,12 +oroscje01,1996,1,BAL,AL,66,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +orsuljo01,1996,1,FLO,NL,120,217,23,48,6,1,2,19,1,1,16,38,1,0,0,1,4 +ortizlu01,1996,1,TEX,AL,3,7,1,2,0,1,1,1,0,0,0,1,0,0,0,0,0 +osbordo01,1996,1,SLN,NL,30,59,6,13,4,0,1,10,0,1,3,24,0,0,10,0,0 +osikke01,1996,1,PIT,NL,48,140,18,41,14,1,1,14,1,0,14,22,1,1,1,0,3 +osunaal01,1996,1,SDN,NL,10,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +osunaan01,1996,1,LAN,NL,73,1,0,0,0,0,0,1,0,0,1,0,0,0,0,1,0 +oterori01,1996,1,PHI,NL,104,411,54,112,11,7,2,32,16,10,34,30,0,2,0,2,3 +owenser01,1996,1,CIN,NL,88,205,26,41,6,0,0,9,16,2,23,38,1,1,1,2,2 +owensja02,1996,1,COL,NL,73,180,31,43,9,1,4,17,4,1,27,56,0,1,3,2,1 +pacheal01,1996,1,MON,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pagnoto01,1996,1,SLN,NL,119,407,48,110,23,0,13,55,4,1,24,78,2,2,3,4,9 +paintla01,1996,1,COL,NL,35,15,1,2,0,0,0,2,0,0,0,8,0,0,0,0,0 +palldo01,1996,1,FLO,NL,12,2,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +palmede01,1996,1,TEX,AL,154,582,98,163,26,2,38,107,2,0,59,145,4,5,0,6,15 +palmeor01,1996,1,CAL,AL,50,87,6,25,6,1,0,6,0,1,8,13,1,2,1,0,1 +palmera01,1996,1,BAL,AL,162,626,110,181,40,2,39,142,8,0,95,96,12,3,0,8,9 +paniajo01,1996,1,MON,NL,13,11,1,0,0,0,0,0,0,0,2,7,0,0,1,0,0 +paquecr01,1996,1,KCA,AL,118,429,61,111,15,1,22,67,5,3,23,101,2,2,3,5,11 +parenma01,1996,1,DET,AL,38,104,13,25,6,0,7,17,0,0,3,27,0,0,0,1,2 +parenma01,1996,2,BAL,AL,18,33,4,6,1,0,2,6,0,0,2,10,0,0,1,0,1 +parkch01,1996,1,LAN,NL,48,19,0,1,0,0,0,2,0,0,1,9,0,0,3,0,0 +parkeri01,1996,1,LAN,NL,16,14,2,4,1,0,0,1,1,0,0,2,0,1,0,0,1 +parrajo01,1996,1,MIN,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +parreje01,1996,1,SLN,NL,33,2,1,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +parreje01,1996,2,PHI,NL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +parrist01,1996,1,PIT,NL,8,6,1,1,0,0,0,0,0,0,1,1,0,0,2,0,0 +pattebo01,1996,1,CHN,NL,79,3,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +patteda04,1996,1,TEX,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pavlada01,1996,1,NYA,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pavliro01,1996,1,TEX,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +peltida01,1996,1,SFN,NL,31,59,3,15,2,0,0,9,0,0,7,9,1,0,0,1,1 +pemberu01,1996,1,BOS,AL,13,41,11,21,8,0,1,10,3,1,2,4,0,2,0,0,0 +penaal01,1996,1,FLO,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +penage01,1996,1,CLE,AL,5,9,1,1,0,0,1,2,0,0,1,4,0,0,0,0,2 +penato01,1996,1,CLE,AL,67,174,14,34,4,0,1,27,0,1,15,25,0,0,3,3,8 +pendlte01,1996,1,FLO,NL,111,406,30,102,20,1,7,58,0,2,26,75,5,3,1,5,10 +pendlte01,1996,2,ATL,NL,42,162,21,33,6,0,4,17,2,1,15,36,1,0,0,0,8 +pennibr01,1996,1,BOS,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pennibr01,1996,2,CAL,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pennsh01,1996,1,DET,AL,6,14,0,1,0,0,0,1,0,0,0,3,0,0,0,0,0 +percitr01,1996,1,CAL,AL,62,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +perezda01,1996,1,ML4,AL,4,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +perezed01,1996,1,CIN,NL,18,36,8,8,0,0,3,5,0,0,5,9,1,0,0,0,2 +perezed02,1996,1,ATL,NL,68,156,19,40,9,1,4,17,0,0,8,19,0,1,0,2,6 +perezmi01,1996,1,CHN,NL,24,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +perezne01,1996,1,COL,NL,17,45,4,7,2,0,0,3,2,2,0,8,0,0,1,0,2 +perezro01,1996,1,TOR,AL,86,202,30,66,10,0,2,21,3,0,8,17,0,1,4,1,6 +perezto03,1996,1,TOR,AL,91,295,24,74,13,4,1,19,1,2,25,29,0,1,6,1,10 +perezyo01,1996,1,FLO,NL,64,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +perryhe01,1996,1,CLE,AL,7,12,1,1,1,0,0,0,1,0,1,2,0,0,0,0,0 +persoro01,1996,1,NYN,NL,29,21,1,3,1,0,0,0,0,0,0,12,0,0,5,0,0 +petagro01,1996,1,NYN,NL,50,99,10,23,3,0,4,17,0,2,9,27,1,3,1,1,4 +peterch01,1996,1,PIT,NL,16,19,2,4,1,0,0,1,0,0,0,8,0,0,1,0,0 +petkoma01,1996,1,SLN,NL,48,16,1,3,0,0,0,0,0,0,0,3,0,1,0,0,0 +pettian01,1996,1,NYA,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +philljr01,1996,1,SFN,NL,15,25,3,5,0,0,2,5,0,0,1,13,0,0,0,0,0 +philljr01,1996,2,PHI,NL,35,79,9,12,5,0,5,10,0,0,10,38,1,1,0,0,1 +phillto02,1996,1,CHA,AL,153,581,119,161,29,3,12,63,13,8,125,132,9,4,1,8,6 +piazzmi01,1996,1,LAN,NL,148,547,87,184,16,0,36,105,0,3,81,93,21,1,0,2,21 +pichahi01,1996,1,KCA,AL,57,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pirklgr01,1996,1,SEA,AL,7,21,2,4,1,0,1,1,0,0,0,3,0,0,0,0,1 +pirklgr01,1996,2,BOS,AL,2,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +plantph01,1996,1,OAK,AL,73,231,29,49,8,1,7,31,2,2,28,56,0,3,0,1,5 +plesada01,1996,1,PIT,NL,73,5,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +plunker01,1996,1,CLE,AL,56,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +polleda01,1996,1,NYA,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +polonlu01,1996,1,BAL,AL,58,175,25,42,4,1,2,14,8,6,10,20,0,1,1,0,10 +polonlu01,1996,2,ATL,NL,22,31,3,13,0,0,0,2,1,1,1,3,0,0,0,1,0 +pooleji02,1996,1,CLE,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pooleji02,1996,2,SFN,NL,35,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +portuma01,1996,1,CIN,NL,28,48,4,8,1,0,0,1,0,0,1,11,0,0,7,0,1 +posadjo01,1996,1,NYA,AL,8,14,1,1,0,0,0,0,0,0,1,6,0,0,0,0,1 +pottsmi01,1996,1,ML4,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +powelja04,1996,1,FLO,NL,67,5,0,0,0,0,0,0,0,0,0,4,0,0,1,0,0 +pozoar01,1996,1,BOS,AL,21,58,4,10,3,1,1,11,1,0,2,10,0,1,0,1,1 +pridecu01,1996,1,DET,AL,95,267,52,80,17,5,10,31,11,6,31,63,1,0,3,0,2 +prietar01,1996,1,OAK,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +princto01,1996,1,LAN,NL,40,64,6,19,6,0,1,11,0,0,6,15,2,2,3,2,0 +pritcch01,1996,1,CAL,AL,5,13,1,2,0,0,0,1,0,0,0,3,0,0,0,0,0 +pughti01,1996,1,CIN,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +pughti01,1996,2,KCA,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pughti01,1996,3,CIN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pulliha01,1996,1,COL,NL,10,15,2,2,0,0,0,0,0,0,2,6,0,0,0,0,1 +quantpa01,1996,1,TOR,AL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +quinlto01,1996,1,MIN,AL,4,6,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +quirira01,1996,1,PHI,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +raabebr01,1996,1,MIN,AL,7,9,0,2,0,0,0,1,0,0,0,1,0,0,0,1,0 +radinsc01,1996,1,LAN,NL,58,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +radkebr01,1996,1,MIN,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +raineti01,1996,1,NYA,AL,59,201,45,57,10,0,9,33,10,1,34,29,1,1,0,4,5 +ramirma02,1996,1,CLE,AL,152,550,94,170,45,3,33,112,8,5,85,104,8,3,0,9,18 +randajo01,1996,1,KCA,AL,110,337,36,102,24,1,6,47,13,4,26,47,4,1,2,4,10 +rapppa01,1996,1,FLO,NL,30,58,2,7,1,0,0,2,0,0,0,21,0,0,0,0,1 +rebouje01,1996,1,MIN,AL,107,234,20,52,9,0,0,23,4,2,25,34,1,1,4,2,10 +reedje02,1996,1,COL,NL,116,341,34,97,20,1,8,37,2,2,43,65,8,2,6,3,8 +reedjo01,1996,1,SDN,NL,146,495,45,121,20,0,2,49,2,5,59,53,8,3,5,6,15 +reedst01,1996,1,COL,NL,70,3,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +rekarbr01,1996,1,COL,NL,14,15,2,4,1,0,0,0,0,0,1,5,0,0,1,0,0 +relafde01,1996,1,PHI,NL,15,40,2,7,2,0,0,1,1,0,3,9,0,0,1,0,1 +remlimi01,1996,1,CIN,NL,19,7,0,1,0,0,0,0,0,0,1,3,0,0,0,0,0 +renteed01,1996,1,FLO,NL,106,431,68,133,18,3,5,31,16,2,33,68,0,2,2,3,12 +reyesal01,1996,1,ML4,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reyesca01,1996,1,OAK,AL,46,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reynoar02,1996,1,COL,NL,30,52,4,9,1,0,0,2,0,0,5,25,0,0,7,0,0 +reynosh01,1996,1,HOU,NL,35,76,6,14,2,0,2,3,0,0,3,28,0,0,14,0,2 +rhodear01,1996,1,BAL,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ripkebi01,1996,1,BAL,AL,57,135,19,31,8,0,2,12,0,0,9,18,0,1,1,1,4 +ripkeca01,1996,1,BAL,AL,163,640,94,178,40,1,26,102,1,2,59,78,3,4,0,4,28 +rislebi01,1996,1,TOR,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ritzke01,1996,1,COL,NL,35,65,7,15,2,0,1,5,0,0,7,28,0,0,11,0,0 +riverma01,1996,1,NYA,AL,61,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +riverru01,1996,1,NYA,AL,46,88,17,25,6,1,2,16,6,2,13,26,0,2,1,2,1 +roajo01,1996,1,CLE,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +roberbi01,1996,1,KCA,AL,90,339,39,96,21,2,0,52,12,9,25,38,8,2,0,6,8 +roberke01,1996,1,NYN,NL,27,36,8,8,1,0,3,9,0,0,7,17,0,1,0,2,0 +robermi01,1996,1,CHA,AL,6,7,0,1,1,0,0,0,0,0,0,1,0,0,0,0,0 +roberri02,1996,1,MIN,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +robinke01,1996,1,KCA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodrial01,1996,1,SEA,AL,146,601,141,215,54,1,36,123,15,4,59,104,1,4,6,7,15 +rodrifr02,1996,1,MIN,AL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodrihe02,1996,1,MON,NL,145,532,81,147,42,1,36,103,2,0,37,160,7,3,0,4,10 +rodriiv01,1996,1,TEX,AL,153,639,116,192,47,3,19,86,5,0,38,55,7,4,0,4,15 +rodrine01,1996,1,BAL,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodrito01,1996,1,BOS,AL,27,67,7,16,1,0,1,9,0,0,4,8,0,1,5,0,3 +rogerke01,1996,1,NYA,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rojasme01,1996,1,MON,NL,74,8,0,3,1,0,0,3,0,0,0,2,0,0,0,0,0 +rolensc01,1996,1,PHI,NL,37,130,10,33,7,0,4,18,0,2,13,27,0,1,0,2,4 +rosadjo01,1996,1,KCA,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ruebema01,1996,1,PIT,NL,26,13,0,3,0,0,0,0,0,0,1,4,0,0,2,0,0 +rueteki01,1996,1,MON,NL,16,25,2,3,0,0,0,2,0,0,1,4,0,0,2,1,0 +rueteki01,1996,2,SFN,NL,4,7,0,1,0,0,0,1,0,0,1,1,0,0,0,0,1 +ruffcsc01,1996,1,CHA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ruffibr01,1996,1,COL,NL,71,1,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +ruffijo01,1996,1,CIN,NL,49,4,0,2,0,0,0,0,0,0,0,1,0,0,0,0,1 +russeje01,1996,1,TEX,AL,55,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ryanke01,1996,1,PHI,NL,62,7,0,1,0,0,0,0,0,0,0,4,0,0,1,0,0 +saboch01,1996,1,CIN,NL,54,125,15,32,7,1,3,16,2,0,18,27,0,1,1,0,4 +sackibr01,1996,1,BAL,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sageraj01,1996,1,DET,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +salkero01,1996,1,CIN,NL,29,32,1,1,0,0,0,0,0,0,1,21,0,0,4,0,0 +salmoti01,1996,1,CAL,AL,156,581,90,166,27,4,30,98,4,2,93,125,7,4,0,3,8 +samueju01,1996,1,TOR,AL,69,188,34,48,8,3,8,26,9,1,15,65,0,3,0,1,2 +sanchre01,1996,1,CHN,NL,95,289,28,61,9,0,1,12,7,1,22,42,6,3,8,2,6 +sandbry01,1996,1,CHN,NL,150,554,85,135,28,4,25,92,12,8,54,116,4,7,1,5,9 +sandere02,1996,1,CIN,NL,81,287,49,72,17,1,14,33,24,8,44,86,4,2,0,1,8 +sandesc01,1996,1,CAL,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sandesc02,1996,1,SDN,NL,46,36,2,7,3,0,0,1,0,0,1,11,0,0,4,0,0 +santafp01,1996,1,MON,NL,152,393,54,109,20,5,7,56,5,2,49,61,4,11,9,5,6 +santibe01,1996,1,PHI,NL,136,481,71,127,21,2,30,85,2,0,49,104,7,1,0,2,8 +sauveri01,1996,1,CHA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +scanlbo01,1996,1,DET,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +scanlbo01,1996,2,KCA,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +scarsst01,1996,1,SFN,NL,105,283,28,62,12,1,5,23,2,3,25,91,0,2,8,1,6 +schalge01,1996,1,PHI,NL,28,66,7,18,5,1,2,10,0,0,12,15,0,1,0,0,2 +schilcu01,1996,1,PHI,NL,28,63,1,11,1,0,0,4,0,0,1,24,0,0,7,0,1 +schmija01,1996,1,ATL,NL,13,19,1,0,0,0,0,1,0,0,2,9,0,0,1,0,0 +schmija01,1996,2,PIT,NL,6,12,0,1,0,0,0,2,0,0,0,6,0,0,1,0,0 +schmije01,1996,1,CAL,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schofdi02,1996,1,CAL,AL,13,16,3,4,0,0,0,0,1,0,1,1,0,0,0,0,0 +schoupe01,1996,1,CIN,NL,13,19,1,5,0,0,0,2,0,0,1,5,0,0,5,0,0 +schuri01,1996,1,MON,NL,1,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schutca01,1996,1,ATL,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +scottti01,1996,1,MON,NL,45,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +scottti01,1996,2,SFN,NL,20,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +sefcike01,1996,1,PHI,NL,44,116,10,33,5,3,0,9,3,0,9,16,3,2,1,2,4 +seguida01,1996,1,MON,NL,115,416,69,119,30,1,11,58,4,4,60,54,4,0,0,1,8 +seitzke01,1996,1,ML4,AL,132,490,74,155,25,3,12,62,6,1,73,68,6,4,5,5,11 +seitzke01,1996,2,CLE,AL,22,83,11,32,10,0,1,16,0,0,14,11,1,1,0,0,2 +selbybi01,1996,1,BOS,AL,40,95,12,26,4,0,3,6,1,1,9,11,1,0,1,0,3 +seleaa01,1996,1,BOS,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +serafda01,1996,1,MIN,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +servasc01,1996,1,CHN,NL,129,445,42,118,20,0,11,63,0,2,30,75,1,14,3,7,18 +servisc01,1996,1,CIN,NL,34,5,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +shawje01,1996,1,CIN,NL,78,5,0,0,0,0,0,0,0,0,1,3,0,0,0,0,0 +sheafda01,1996,1,SLN,NL,79,198,10,45,9,3,2,20,3,3,9,25,0,3,4,0,13 +sheetan01,1996,1,SEA,AL,47,110,18,21,8,0,0,9,2,0,10,41,0,1,2,1,2 +sheffga01,1996,1,FLO,NL,161,519,118,163,33,1,42,120,16,9,142,66,19,10,0,6,16 +shephke01,1996,1,BAL,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shiplcr01,1996,1,SDN,NL,33,92,13,29,5,0,1,7,7,0,2,15,1,2,1,2,0 +shueypa01,1996,1,CLE,AL,42,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shumpte01,1996,1,CHN,NL,27,31,5,7,1,0,2,6,0,1,2,11,0,1,0,1,0 +siddajo01,1996,1,FLO,NL,18,47,0,7,1,0,0,3,0,0,2,8,0,0,0,0,0 +sierrru01,1996,1,NYA,AL,96,360,39,93,17,1,11,52,1,3,40,58,11,0,0,7,10 +sierrru01,1996,2,DET,AL,46,158,22,35,9,1,1,20,3,1,20,25,1,0,0,2,2 +silvajo01,1996,1,TOR,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +silveda01,1996,1,MON,NL,86,162,16,33,4,0,1,17,2,1,34,41,6,0,3,1,5 +simasbi01,1996,1,CHA,AL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +simmsmi01,1996,1,HOU,NL,49,68,6,12,2,1,1,8,1,0,4,16,0,1,0,0,1 +singldu01,1996,1,DET,AL,18,56,5,9,1,0,0,3,0,2,4,15,0,1,0,0,2 +sirotmi01,1996,1,CHA,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +slaugdo01,1996,1,CAL,AL,62,207,23,67,9,0,6,32,0,0,13,20,0,2,0,2,12 +slaugdo01,1996,2,CHA,AL,14,36,2,9,1,0,0,4,0,0,2,2,0,0,1,0,4 +slocuhe01,1996,1,BOS,AL,75,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smallaa01,1996,1,OAK,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smallma01,1996,1,HOU,NL,16,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +smilejo01,1996,1,CIN,NL,35,68,1,13,2,0,0,6,0,0,4,22,0,0,4,0,1 +smithdw01,1996,1,ATL,NL,101,153,16,31,5,0,3,16,1,3,17,42,1,1,0,1,2 +smithle02,1996,1,CAL,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithle02,1996,2,CIN,NL,43,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithma03,1996,1,BAL,AL,27,78,9,19,2,0,4,10,0,2,3,20,0,3,0,0,0 +smithoz01,1996,1,SLN,NL,82,227,36,64,10,2,2,18,7,5,25,9,0,2,7,0,5 +smithza01,1996,1,PIT,NL,16,26,2,4,0,0,0,3,0,0,0,6,0,0,2,0,0 +smoltjo01,1996,1,ATL,NL,35,78,3,17,3,0,1,12,0,0,3,26,0,1,15,1,0 +snopech01,1996,1,CHA,AL,46,104,18,27,6,1,6,18,0,1,6,16,0,1,1,1,5 +snowjt01,1996,1,CAL,AL,155,575,69,148,20,1,17,67,1,6,56,96,6,5,2,3,19 +soderst01,1996,1,SFN,NL,3,5,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +sodowcl01,1996,1,DET,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sojolu01,1996,1,SEA,AL,77,247,20,52,8,1,1,16,2,2,10,13,0,1,6,0,8 +sojolu01,1996,2,NYA,AL,18,40,3,11,2,0,0,5,0,0,1,4,0,0,2,1,2 +sorrepa01,1996,1,SEA,AL,143,471,67,136,32,1,23,93,0,2,57,103,10,7,2,5,10 +sosasa01,1996,1,CHN,NL,124,498,84,136,21,2,40,100,18,5,34,134,6,5,0,4,14 +sparkst01,1996,1,ML4,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +spehrti01,1996,1,MON,NL,63,44,4,4,1,0,1,3,1,0,3,15,0,1,1,0,1 +spierbi01,1996,1,HOU,NL,122,218,27,55,10,1,6,26,7,0,20,34,4,2,1,1,3 +spiezsc01,1996,1,OAK,AL,9,29,6,9,2,0,2,8,0,1,4,4,1,0,2,0,0 +spoljpa01,1996,1,TOR,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +spradje01,1996,1,CIN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +spraged02,1996,1,TOR,AL,159,591,88,146,35,2,36,101,0,0,60,146,3,12,0,7,7 +sprinde01,1996,1,CAL,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sprinru01,1996,1,PHI,NL,51,17,1,1,0,0,0,0,0,0,0,12,0,0,2,0,1 +stahosc01,1996,1,MIN,AL,130,405,72,115,30,3,13,61,3,3,59,114,7,2,1,2,9 +stairma01,1996,1,OAK,AL,61,137,21,38,5,1,10,23,1,1,19,23,2,1,0,1,2 +stankan01,1996,1,MON,NL,64,77,12,22,5,1,0,9,1,0,6,12,1,3,1,1,1 +stanlmi02,1996,1,BOS,AL,121,397,73,107,20,1,24,69,2,0,69,62,3,5,0,2,8 +stantmi02,1996,1,BOS,AL,59,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stantmi02,1996,2,TEX,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +steinte01,1996,1,OAK,AL,145,514,79,140,25,1,35,100,0,1,49,115,5,6,0,2,16 +stephga01,1996,1,BAL,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +steveda01,1996,1,MIN,AL,49,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stevele01,1996,1,TEX,AL,27,78,6,18,2,3,3,12,0,0,6,22,0,1,0,1,2 +steveto01,1996,1,SDN,NL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +stewash01,1996,1,TOR,AL,7,17,2,3,1,0,0,2,1,0,1,4,0,0,0,0,1 +stillku01,1996,1,TEX,AL,46,77,12,21,4,0,1,4,0,0,10,11,0,1,1,0,1 +stinnke01,1996,1,ML4,AL,14,26,1,2,0,0,0,0,0,0,2,11,0,1,0,0,0 +stockke01,1996,1,PHI,NL,119,394,46,100,22,6,5,41,6,4,43,89,9,8,3,4,6 +stottto01,1996,1,SLN,NL,34,66,8,15,0,0,0,2,1,1,7,27,0,0,9,0,0 +strando01,1996,1,SEA,AL,88,183,19,43,7,1,3,23,1,0,14,31,0,1,0,2,3 +strawda01,1996,1,NYA,AL,63,202,35,53,13,0,11,36,6,5,31,55,5,1,0,3,3 +sturtta01,1996,1,CHN,NL,6,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +stynech01,1996,1,KCA,AL,36,92,8,27,6,0,0,6,5,2,2,5,0,0,1,0,1 +sullisc01,1996,1,CIN,NL,7,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0 +suppaje01,1996,1,BOS,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +surhobj01,1996,1,BAL,AL,143,537,74,157,27,6,21,82,0,1,47,79,8,3,2,1,7 +suzukma01,1996,1,SEA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sveumda01,1996,1,PIT,NL,12,34,9,12,5,0,1,5,0,0,6,6,0,0,0,0,0 +swartda01,1996,1,CHN,NL,6,6,0,0,0,0,0,0,0,0,1,3,0,0,0,0,0 +sweenma01,1996,1,SLN,NL,98,170,32,45,9,0,3,22,3,0,33,29,2,1,5,0,4 +sweenmi01,1996,1,KCA,AL,50,165,23,46,10,0,4,24,1,2,18,21,0,4,0,3,7 +swiftbi02,1996,1,COL,NL,7,6,0,2,0,0,0,0,0,0,0,1,0,0,0,0,0 +swindgr01,1996,1,HOU,NL,8,6,0,2,1,0,0,0,0,0,0,1,0,0,0,0,0 +swindgr01,1996,2,CLE,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tabakje01,1996,1,HOU,NL,18,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +tapanke01,1996,1,CHA,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tarasto01,1996,1,BAL,AL,31,84,14,20,3,0,1,9,5,3,7,15,0,0,1,0,1 +tartada01,1996,1,CHA,AL,132,472,58,120,23,3,27,101,1,2,64,128,4,0,0,5,10 +tatumji01,1996,1,BOS,AL,2,8,1,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +tatumji01,1996,2,SDN,NL,5,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +taubeed01,1996,1,CIN,NL,108,327,46,95,20,0,12,48,3,4,26,64,5,0,1,5,4 +tavarje01,1996,1,FLO,NL,98,114,14,25,3,0,0,6,5,1,7,18,0,0,3,0,2 +tavarju01,1996,1,CLE,AL,51,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +taylobi04,1996,1,OAK,AL,55,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +telemam01,1996,1,CHN,NL,25,29,1,3,0,0,0,1,0,0,1,15,0,0,4,0,0 +telghda01,1996,1,OAK,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tettlmi01,1996,1,TEX,AL,143,491,78,121,26,1,24,83,2,1,95,137,8,3,1,9,12 +tewksbo01,1996,1,SDN,NL,36,65,1,2,1,0,0,2,0,0,3,27,0,0,8,0,1 +thobeto01,1996,1,ATL,NL,4,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thomafr04,1996,1,CHA,AL,141,527,110,184,26,0,40,134,1,1,109,70,26,5,0,8,25 +thomala01,1996,1,CHA,AL,57,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thomeji01,1996,1,CLE,AL,151,505,122,157,28,5,38,116,2,2,123,141,8,6,0,2,13 +thompja02,1996,1,SDN,NL,13,49,4,11,4,0,2,6,0,0,1,14,0,0,0,1,0 +thompju02,1996,1,DET,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thompma01,1996,1,COL,NL,34,58,3,8,3,0,0,2,0,0,1,21,0,0,5,0,1 +thompmi02,1996,1,LAN,NL,48,51,2,6,1,0,0,1,1,1,6,10,0,0,0,0,1 +thompmi02,1996,2,COL,NL,14,15,1,1,1,0,0,2,0,0,1,3,0,0,0,0,0 +thompro01,1996,1,SFN,NL,63,227,35,48,11,1,5,21,2,2,24,69,0,5,3,0,6 +thompry01,1996,1,CLE,AL,8,22,2,7,0,0,1,5,0,0,1,6,0,0,0,0,0 +timlimi01,1996,1,TOR,AL,59,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +timmooz01,1996,1,CHN,NL,65,140,18,28,4,0,7,16,1,0,15,30,0,1,1,0,1 +tinslle01,1996,1,PHI,NL,31,52,1,7,0,0,0,2,2,4,4,22,0,0,1,0,1 +tinslle01,1996,2,BOS,AL,92,192,28,47,6,1,3,14,6,8,13,56,0,2,1,1,5 +tombean01,1996,1,NYN,NL,63,66,12,17,4,0,3,10,0,0,9,27,0,1,0,0,0 +torresa01,1996,1,SEA,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +trachst01,1996,1,CHN,NL,31,66,3,7,2,0,1,5,0,0,1,20,0,0,6,0,0 +trammal01,1996,1,DET,AL,66,193,16,45,2,0,1,16,6,0,10,27,0,0,1,3,3 +trlicri01,1996,1,NYN,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +trombmi01,1996,1,MIN,AL,43,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tuckemi01,1996,1,KCA,AL,108,339,55,88,18,4,12,53,10,4,40,69,1,7,3,4,7 +turnech01,1996,1,CAL,AL,4,3,1,1,0,0,0,1,0,0,1,0,0,0,0,1,0 +unroeti01,1996,1,ML4,AL,14,16,5,3,0,0,0,0,0,1,4,5,0,0,0,0,0 +urbanto01,1996,1,SLN,NL,5,6,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +urbanto01,1996,2,DET,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +urbinug01,1996,1,MON,NL,33,29,3,3,0,0,0,1,0,0,2,17,0,0,3,0,0 +valdeis01,1996,1,LAN,NL,33,70,6,10,1,0,0,2,0,0,1,25,0,0,13,0,1 +valdema01,1996,1,FLO,NL,11,14,0,0,0,0,0,0,0,0,1,2,0,0,0,0,0 +valdepe01,1996,1,CHN,NL,9,8,2,1,1,0,0,1,0,0,1,5,0,0,0,0,0 +valenfe01,1996,1,SDN,NL,36,63,4,9,2,0,0,2,0,0,0,15,0,0,3,0,0 +valenjo02,1996,1,BOS,AL,131,527,84,156,29,3,13,59,9,10,63,59,0,7,2,7,15 +valenjo03,1996,1,ML4,AL,154,552,90,143,33,7,24,95,17,4,66,145,9,0,6,4,4 +valerju01,1996,1,KCA,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +valleda01,1996,1,TEX,AL,42,86,14,26,6,1,3,17,0,0,9,17,0,0,0,0,3 +vandejo02,1996,1,COL,NL,104,151,20,38,6,2,5,31,2,2,19,38,2,1,0,2,1 +vanegti01,1996,1,ML4,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vanlawi01,1996,1,SFN,NL,32,61,3,8,1,0,0,2,0,0,2,31,0,0,6,1,1 +vanpoto01,1996,1,OAK,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vanpoto01,1996,2,DET,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vanrybe01,1996,1,CAL,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vaughgr01,1996,1,ML4,AL,102,375,78,105,16,0,31,95,5,2,58,99,4,4,0,5,6 +vaughgr01,1996,2,SDN,NL,43,141,20,29,3,1,10,22,4,1,24,31,2,2,0,0,1 +vaughmo01,1996,1,BOS,AL,161,635,118,207,29,1,44,143,2,0,95,154,19,14,0,8,17 +velarra01,1996,1,CAL,AL,136,530,82,151,27,3,14,54,7,7,70,118,0,5,4,2,7 +venturo01,1996,1,CHA,AL,158,586,96,168,31,2,34,105,1,3,78,81,10,2,0,8,18 +verasda01,1996,1,SDN,NL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +verasqu01,1996,1,FLO,NL,73,253,40,64,8,1,4,14,8,8,51,42,1,2,1,1,3 +veresda01,1996,1,MON,NL,68,8,1,3,1,0,0,1,0,0,0,4,0,0,0,0,0 +veresra01,1996,1,DET,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +villoro01,1996,1,SDN,NL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +villoro01,1996,2,ML4,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vinafe01,1996,1,ML4,AL,140,554,94,157,19,10,7,46,16,7,38,35,3,13,6,4,15 +violafr01,1996,1,TOR,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vitiejo01,1996,1,KCA,AL,85,257,29,62,15,1,8,40,2,0,38,69,2,3,0,3,12 +vizcajo01,1996,1,NYN,NL,96,363,47,110,12,6,1,32,9,5,28,58,0,3,6,2,6 +vizcajo01,1996,2,CLE,AL,48,179,23,51,5,2,0,13,6,2,7,24,0,0,4,1,2 +vizquom01,1996,1,CLE,AL,151,542,98,161,36,1,9,64,35,9,56,42,0,4,12,9,10 +voigtja01,1996,1,TEX,AL,5,9,1,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +vosbeed01,1996,1,TEX,AL,52,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wadete01,1996,1,ATL,NL,44,13,0,2,0,0,0,1,0,0,1,7,0,0,2,0,1 +wagnebi02,1996,1,HOU,NL,37,5,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +wagnema02,1996,1,SEA,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wagnepa01,1996,1,PIT,NL,17,25,1,1,0,0,0,2,0,1,2,8,0,0,3,0,0 +wainhda01,1996,1,PIT,NL,17,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wakefti01,1996,1,BOS,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +walbema01,1996,1,MIN,AL,63,215,25,48,10,0,2,24,3,1,9,34,0,0,1,2,6 +walkela01,1996,1,COL,NL,83,272,58,75,18,4,18,58,18,2,20,58,2,9,0,3,7 +walkemi01,1996,1,DET,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +walkepe01,1996,1,SDN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +walketo04,1996,1,MIN,AL,25,82,8,21,6,0,0,6,2,0,4,13,0,0,0,3,4 +wallade01,1996,1,NYN,NL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wallati01,1996,1,CAL,AL,57,190,23,45,7,0,8,20,1,0,18,47,2,1,0,0,3 +wallati01,1996,2,LAN,NL,45,162,14,37,3,1,4,22,0,1,12,32,0,1,0,0,4 +walldo01,1996,1,HOU,NL,26,44,5,9,1,0,0,1,0,0,2,11,0,0,8,0,0 +waltoje01,1996,1,ATL,NL,37,47,9,16,5,0,1,4,0,0,5,10,0,0,1,2,1 +wardtu01,1996,1,ML4,AL,43,67,7,12,2,1,2,10,3,0,13,17,0,0,1,1,3 +wareje01,1996,1,TOR,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wasdijo01,1996,1,OAK,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +watsoal01,1996,1,SFN,NL,32,65,5,15,3,0,0,7,0,0,5,8,0,0,2,0,3 +weathda01,1996,1,FLO,NL,32,19,1,3,0,0,1,2,0,0,0,13,0,1,0,0,0 +weathda01,1996,2,NYA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +webstle01,1996,1,MON,NL,78,174,18,40,10,0,2,17,0,0,25,21,2,2,1,1,10 +wehnejo01,1996,1,PIT,NL,86,139,19,36,9,1,2,13,1,5,8,22,1,0,2,0,3 +weisswa01,1996,1,COL,NL,155,517,89,146,20,2,8,48,10,2,80,78,5,6,14,6,9 +wellsbo01,1996,1,SEA,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wellsda01,1996,1,BAL,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wendetu01,1996,1,CHN,NL,70,2,0,1,0,0,0,0,0,0,1,0,0,0,1,0,0 +wengedo01,1996,1,OAK,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +westda01,1996,1,PHI,NL,7,7,0,2,0,0,0,0,0,0,2,2,0,0,2,0,0 +wettejo01,1996,1,NYA,AL,62,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +whitede03,1996,1,FLO,NL,146,552,77,151,37,6,17,84,22,6,38,99,6,8,4,9,8 +whitema01,1996,1,PHI,NL,60,182,33,43,8,0,7,21,13,3,33,62,2,1,0,0,9 +whitema01,1996,2,ATL,NL,36,90,12,23,5,1,3,17,2,5,16,25,0,0,0,1,2 +whitema01,1996,3,SEA,AL,40,140,31,42,7,0,12,33,2,1,21,40,4,2,0,0,1 +whitema02,1996,1,TEX,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +whitero02,1996,1,MON,NL,88,334,35,98,19,4,6,41,14,6,22,53,0,2,0,1,11 +whitewa02,1996,1,NYA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wickake01,1996,1,ML4,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wickmbo01,1996,1,NYA,AL,58,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wickmbo01,1996,2,ML4,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +widgech01,1996,1,SEA,AL,8,11,1,2,0,0,0,0,0,0,0,5,0,1,0,0,0 +wilkima01,1996,1,PIT,NL,47,9,1,2,0,0,0,1,0,0,1,6,0,0,0,0,0 +wilkiri01,1996,1,HOU,NL,84,254,34,54,8,2,6,23,0,1,46,81,10,1,0,5,1 +wilkiri01,1996,2,SFN,NL,52,157,19,46,10,0,8,36,0,2,21,40,3,0,0,5,4 +willibe02,1996,1,NYA,AL,143,551,108,168,26,7,29,102,17,4,82,72,8,0,1,7,15 +willibr01,1996,1,DET,AL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +willied01,1996,1,DET,AL,77,215,22,43,5,0,6,26,0,2,18,50,0,2,0,1,8 +willige02,1996,1,NYA,AL,99,233,37,63,15,4,5,30,7,8,15,39,2,4,1,5,7 +willige02,1996,2,ML4,AL,26,92,6,19,4,0,0,4,3,1,4,18,1,1,2,0,1 +willige03,1996,1,OAK,AL,56,132,17,20,5,0,3,10,0,0,28,32,1,3,2,1,3 +willike03,1996,1,SFN,NL,9,20,0,5,0,0,0,0,0,0,0,6,0,0,0,0,0 +willima04,1996,1,SFN,NL,105,404,69,122,16,1,22,85,1,2,39,91,9,6,0,6,10 +willimi03,1996,1,PHI,NL,33,51,4,8,0,0,0,1,1,0,2,11,0,0,6,0,0 +willish01,1996,1,CAL,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +williwo02,1996,1,TOR,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wilsoda01,1996,1,SEA,AL,138,491,51,140,24,0,18,83,1,2,32,88,2,3,9,5,15 +wilsode01,1996,1,SFN,NL,41,118,10,32,2,0,2,12,0,2,12,27,2,0,0,0,2 +wilsoni01,1996,1,CLE,AL,10,12,2,3,0,0,2,5,0,0,1,6,0,0,0,0,0 +wilsopa02,1996,1,NYN,NL,26,50,3,4,0,0,1,4,0,0,1,32,0,1,4,0,0 +witasja01,1996,1,OAK,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wittbo01,1996,1,TEX,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wohlema01,1996,1,ATL,NL,77,3,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +wojcist01,1996,1,OAK,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wolcobo01,1996,1,SEA,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +womacto01,1996,1,PIT,NL,17,30,11,10,3,1,0,7,2,0,6,1,0,1,3,0,0 +woodabr01,1996,1,ATL,NL,8,5,0,1,0,0,0,0,0,0,1,2,0,0,0,0,0 +worreti01,1996,1,SDN,NL,50,20,1,3,0,0,0,2,0,0,1,10,0,0,6,0,0 +worreto01,1996,1,LAN,NL,72,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +worthcr01,1996,1,TEX,AL,13,19,2,3,0,0,1,4,0,0,6,3,0,0,0,2,1 +wrighja01,1996,1,COL,NL,16,26,3,2,2,0,0,0,0,0,2,13,0,0,5,0,0 +yanes01,1996,1,BAL,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +youngan01,1996,1,HOU,NL,28,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +youngdm01,1996,1,SLN,NL,16,29,3,7,0,0,0,2,0,1,4,5,0,1,0,0,1 +younger01,1996,1,COL,NL,141,568,113,184,23,4,8,74,53,19,47,31,1,21,2,5,9 +younger02,1996,1,OAK,AL,141,462,72,112,19,4,19,64,7,5,52,118,1,7,3,4,13 +youngke01,1996,1,KCA,AL,55,132,20,32,6,0,8,23,3,3,11,32,0,0,0,0,2 +zaungr01,1996,1,BAL,AL,50,108,16,25,8,1,1,13,0,0,11,15,2,2,0,2,3 +zaungr01,1996,2,FLO,NL,10,31,4,9,1,0,1,2,1,0,3,5,1,0,1,0,2 +zeileto01,1996,1,PHI,NL,134,500,61,134,24,0,20,80,1,1,67,88,4,1,0,4,16 +zeileto01,1996,2,BAL,AL,29,117,17,28,8,0,5,19,0,0,15,16,0,0,0,0,2 +zuberjo01,1996,1,PHI,NL,30,91,7,23,4,0,1,10,1,0,6,11,1,0,1,1,3 +abbotje01,1997,1,CHA,AL,19,38,8,10,1,0,1,2,0,0,0,6,0,0,0,0,3 +abbotku01,1997,1,FLO,NL,94,252,35,69,18,2,6,30,3,1,14,68,3,1,6,0,5 +abreubo01,1997,1,HOU,NL,59,188,22,47,10,2,3,26,7,2,21,48,0,1,0,0,0 +aceveju01,1997,1,NYN,NL,25,6,0,0,0,0,0,0,0,0,0,5,0,0,1,0,0 +acrema01,1997,1,OAK,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +adamsjo02,1997,1,ML4,AL,30,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +adamste01,1997,1,CHN,NL,74,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +adamswi02,1997,1,OAK,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +aguilri01,1997,1,MIN,AL,61,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +alberjo01,1997,1,TEX,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +aldresc01,1997,1,MIN,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +alexama02,1997,1,NYN,NL,54,149,26,37,9,3,2,15,11,0,9,38,1,1,1,1,3 +alexama02,1997,2,CHN,NL,33,99,11,29,3,1,1,7,2,1,8,16,2,2,2,0,3 +alfonan01,1997,1,FLO,NL,17,3,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +alfoned01,1997,1,NYN,NL,151,518,84,163,27,2,10,72,11,6,63,56,0,5,8,5,4 +alicelu01,1997,1,ANA,AL,128,388,59,98,16,7,5,37,22,8,69,65,3,8,4,2,4 +allenje01,1997,1,PIT,NL,108,369,55,94,18,2,3,43,14,7,44,79,1,7,9,6,5 +almanca01,1997,1,TOR,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +alomaro01,1997,1,BAL,AL,112,412,64,137,23,2,14,60,9,3,40,43,2,3,7,7,10 +alomasa02,1997,1,CLE,AL,125,451,63,146,37,0,21,83,0,2,19,48,2,3,6,1,16 +aloumo01,1997,1,FLO,NL,150,538,88,157,29,5,23,115,9,5,70,85,9,4,0,7,13 +alvarwi01,1997,1,CHA,AL,22,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +alvarwi01,1997,2,SFN,NL,11,23,1,3,0,0,0,1,0,0,2,5,0,0,1,0,0 +amarari01,1997,1,SEA,AL,89,190,34,54,5,0,1,21,12,8,10,34,0,3,5,2,7 +amaroru02,1997,1,PHI,NL,117,175,18,41,6,1,2,21,1,1,21,24,0,2,0,2,4 +anderbr01,1997,1,BAL,AL,151,590,97,170,39,7,18,73,18,12,84,105,6,19,2,1,1 +anderbr02,1997,1,CLE,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +anderga01,1997,1,ANA,AL,154,624,76,189,36,3,8,92,10,4,30,70,6,2,1,5,20 +andresh01,1997,1,MON,NL,18,64,10,13,3,0,4,9,0,0,3,20,0,0,0,2,0 +andujlu01,1997,1,TOR,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +anthoer01,1997,1,LAN,NL,47,74,8,18,3,2,2,5,2,0,12,18,1,0,0,0,0 +appieke01,1997,1,KCA,AL,34,6,0,0,0,0,0,0,0,0,0,5,0,0,0,0,0 +ariasal01,1997,1,FLO,NL,74,93,13,23,2,0,1,11,0,1,12,12,0,3,4,0,6 +ariasge01,1997,1,ANA,AL,3,6,1,2,0,0,0,1,0,0,0,0,0,0,0,0,0 +ariasge01,1997,2,SDN,NL,11,22,2,5,1,0,0,2,0,0,0,1,0,0,0,0,2 +arochre01,1997,1,SFN,NL,6,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +ashbyan01,1997,1,SDN,NL,31,60,1,4,1,0,0,1,0,0,2,24,0,0,7,0,1 +ashlebi01,1997,1,LAN,NL,71,131,12,32,7,0,6,19,0,0,8,46,0,1,0,0,2 +assenpa01,1997,1,CLE,AL,75,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +astacpe01,1997,1,LAN,NL,26,41,2,6,1,0,0,1,0,0,0,16,0,0,10,0,0 +astacpe01,1997,2,COL,NL,7,13,0,1,0,0,0,0,0,0,0,8,0,0,1,0,0 +aurilri01,1997,1,SFN,NL,46,102,16,28,8,0,5,19,1,1,8,15,0,0,1,2,3 +ausmubr01,1997,1,HOU,NL,130,425,45,113,25,1,4,44,14,6,38,78,4,3,6,6,8 +avenbr01,1997,1,CLE,AL,13,19,4,4,1,0,0,2,0,1,1,5,0,0,0,0,0 +averyst01,1997,1,BOS,AL,24,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ayalabo01,1997,1,SEA,AL,71,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +aybarma01,1997,1,SLN,NL,12,21,0,3,0,0,0,1,0,0,0,9,0,0,0,0,0 +baergca01,1997,1,NYN,NL,133,467,53,131,25,1,9,52,2,6,20,54,1,3,3,5,13 +bagweje01,1997,1,HOU,NL,162,566,109,162,40,2,43,135,31,10,127,122,27,16,0,8,10 +baileco01,1997,1,SFN,NL,7,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +bailero01,1997,1,COL,NL,30,62,9,13,1,0,0,2,0,0,2,15,0,0,5,0,0 +bailesc01,1997,1,TEX,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +baineha01,1997,1,CHA,AL,93,318,40,97,18,0,12,52,0,1,41,47,10,0,0,2,9 +baineha01,1997,2,BAL,AL,44,134,15,39,5,0,4,15,0,0,14,15,1,0,0,1,3 +baldwja01,1997,1,CHA,AL,32,3,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +banksbr01,1997,1,ML4,AL,28,68,9,14,1,0,1,8,0,1,6,17,0,0,0,1,1 +bankswi01,1997,1,NYA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barrima01,1997,1,HOU,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barroto01,1997,1,PHI,NL,57,189,22,54,12,1,4,24,0,1,12,38,0,2,2,3,2 +barteki01,1997,1,DET,AL,12,5,4,1,0,0,0,0,3,1,2,2,0,1,0,0,0 +batchri01,1997,1,SLN,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +batchri01,1997,2,SDN,NL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +batesja01,1997,1,COL,NL,62,121,17,29,10,0,3,11,0,1,15,27,1,3,0,0,3 +batismi01,1997,1,CHN,NL,11,8,0,0,0,0,0,0,0,0,0,5,0,0,0,0,0 +batisto01,1997,1,OAK,AL,68,188,22,38,10,1,4,18,2,2,14,31,0,2,3,0,8 +bautida01,1997,1,ATL,NL,64,103,14,25,3,2,3,9,2,0,5,24,1,1,2,1,3 +bautijo01,1997,1,DET,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bautijo01,1997,2,SLN,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +beamotr01,1997,1,SDN,NL,43,65,5,18,3,0,0,7,1,2,2,17,0,1,0,0,1 +beckeri01,1997,1,MIN,AL,132,443,61,117,22,3,10,45,17,5,62,130,1,1,2,2,4 +beckero01,1997,1,COL,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +beckro01,1997,1,SFN,NL,73,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +beechma01,1997,1,PHI,NL,24,30,1,5,1,0,0,1,0,0,0,14,0,0,11,0,0 +belchti01,1997,1,KCA,AL,32,6,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1 +belinst01,1997,1,CIN,NL,84,3,0,1,0,0,0,0,0,0,0,1,0,0,0,0,1 +bellda01,1997,1,SLN,NL,66,142,9,30,7,2,1,12,1,0,10,28,2,0,2,1,2 +bellde01,1997,1,HOU,NL,129,493,67,136,29,3,15,71,15,7,40,94,3,12,0,2,16 +belleal01,1997,1,CHA,AL,161,634,90,174,45,1,30,116,4,4,53,105,6,6,0,8,26 +bellhma01,1997,1,OAK,AL,68,224,33,51,9,1,6,19,7,1,32,70,0,0,5,0,1 +bellira01,1997,1,ATL,NL,72,71,9,15,3,0,1,3,0,1,1,17,0,0,4,1,1 +bellja01,1997,1,KCA,AL,153,573,89,167,28,3,21,92,10,6,71,101,2,4,3,9,13 +beltrri01,1997,1,SLN,NL,35,7,1,1,1,0,0,0,0,0,0,1,0,0,0,0,0 +benarma01,1997,1,SFN,NL,84,114,13,26,4,0,1,13,3,1,13,29,0,2,0,1,2 +benesal01,1997,1,SLN,NL,23,52,1,9,2,0,0,3,0,0,0,16,0,0,2,0,0 +benesan01,1997,1,SLN,NL,26,55,4,12,2,0,0,5,0,0,1,14,0,1,8,0,0 +benitar01,1997,1,BAL,AL,71,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +benitya01,1997,1,KCA,AL,53,191,22,51,7,1,8,21,2,2,10,49,0,1,2,0,2 +benjami01,1997,1,BOS,AL,49,116,12,27,9,1,0,7,2,3,4,27,0,1,1,1,2 +bennesh01,1997,1,MON,NL,16,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +berblje01,1997,1,SLN,NL,7,5,1,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +bereja01,1997,1,CHA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bergmse01,1997,1,SDN,NL,44,13,2,3,1,0,0,0,0,0,0,7,0,0,3,0,0 +berroge01,1997,1,OAK,AL,73,261,40,81,12,0,16,42,3,2,36,58,2,1,0,1,12 +berroge01,1997,2,BAL,AL,83,300,48,78,13,0,10,48,1,2,40,62,2,3,0,6,6 +berryda01,1997,1,SFN,NL,73,167,17,43,8,0,3,23,0,0,20,29,5,0,0,1,3 +berryse01,1997,1,HOU,NL,96,301,37,77,24,1,8,43,1,5,25,53,1,5,1,6,8 +bertomi01,1997,1,CHA,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bevilbr01,1997,1,KCA,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bicheda01,1997,1,COL,NL,151,561,81,173,31,2,26,118,6,5,30,90,1,3,0,7,13 +bielemi01,1997,1,ATL,NL,50,2,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +biesest01,1997,1,NYN,NL,47,69,16,17,3,0,0,4,2,3,7,20,1,4,0,1,0 +biggicr01,1997,1,HOU,NL,162,619,146,191,37,8,22,81,47,10,84,107,6,34,0,7,0 +blairwi01,1997,1,DET,AL,29,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +blanche01,1997,1,LAN,NL,3,5,1,2,0,0,1,1,0,0,0,1,0,0,0,0,0 +blausje01,1997,1,ATL,NL,151,519,90,160,31,4,17,70,5,1,70,101,6,20,5,9,13 +blaziro01,1997,1,PHI,NL,36,5,0,2,0,0,0,0,0,0,0,1,0,0,1,0,0 +blowemi01,1997,1,SEA,AL,68,150,22,44,5,0,5,20,0,0,21,33,1,0,4,2,4 +bochtdo01,1997,1,SDN,NL,54,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +boehrbr01,1997,1,NYA,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bogarti01,1997,1,HOU,NL,97,241,30,60,14,4,4,30,4,1,24,42,1,3,3,4,4 +boggswa01,1997,1,NYA,AL,104,353,55,103,23,1,4,28,0,1,48,38,3,0,2,4,3 +bohanbr01,1997,1,NYN,NL,21,33,0,6,0,0,0,4,0,0,0,15,0,0,1,1,0 +bondsba01,1997,1,SFN,NL,159,532,123,155,26,5,40,101,37,8,145,87,34,8,0,5,13 +bonesri01,1997,1,CIN,NL,9,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bonesri01,1997,2,KCA,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bonilbo01,1997,1,FLO,NL,153,562,77,167,39,3,17,96,6,6,73,94,8,5,0,8,18 +booneaa01,1997,1,CIN,NL,16,49,5,12,1,0,0,5,1,0,2,5,0,0,1,0,1 +boonebr01,1997,1,CIN,NL,139,443,40,99,25,1,7,46,5,5,45,101,4,4,4,5,11 +bootyjo01,1997,1,FLO,NL,4,5,2,3,0,0,0,1,0,0,1,1,0,0,0,0,0 +bordepa01,1997,1,CLE,AL,55,159,17,47,7,1,4,15,0,2,9,27,0,2,0,0,5 +bordimi01,1997,1,BAL,AL,153,509,55,120,19,1,7,46,0,2,33,66,1,2,12,4,23 +borlato02,1997,1,NYN,NL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +borlato02,1997,2,BOS,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +borowjo01,1997,1,ATL,NL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +borowjo01,1997,2,NYA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +boskish01,1997,1,BAL,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bottari01,1997,1,PHI,NL,69,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +botteke01,1997,1,CHN,NL,64,4,0,0,0,0,0,0,0,0,0,3,0,0,4,0,0 +bournra01,1997,1,OAK,AL,79,222,29,62,9,0,1,20,2,1,16,19,1,4,7,0,11 +boveemi01,1997,1,ANA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bowersh01,1997,1,MIN,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +braggda01,1997,1,BOS,AL,153,513,65,132,35,2,9,57,10,6,61,102,5,3,5,4,16 +brandma01,1997,1,BOS,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bransje01,1997,1,CIN,NL,65,98,9,15,3,1,1,5,1,0,7,23,1,0,1,0,3 +bransje01,1997,2,CLE,AL,29,72,5,19,4,0,2,7,0,2,7,17,0,1,0,2,1 +brantje01,1997,1,CIN,NL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bredebr01,1997,1,MIN,AL,61,190,25,52,11,1,3,21,7,2,21,38,0,1,1,1,1 +brewebi01,1997,1,OAK,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brewebi01,1997,2,PHI,NL,25,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +britoti01,1997,1,TOR,AL,49,126,9,28,3,0,0,8,1,0,9,28,0,2,0,2,2 +britoti01,1997,2,OAK,AL,17,46,8,13,2,1,2,6,0,0,1,10,0,0,2,0,0 +brocado01,1997,1,DET,AL,61,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brockch01,1997,1,ATL,NL,7,10,0,1,0,0,0,1,0,0,0,2,0,0,0,0,1 +brognri01,1997,1,PHI,NL,148,543,68,137,36,1,20,81,12,3,33,116,4,0,0,4,12 +brosisc01,1997,1,OAK,AL,129,479,59,97,20,1,11,41,9,4,34,102,1,4,5,4,9 +brownad01,1997,1,PIT,NL,48,147,17,28,6,0,1,10,8,4,13,18,0,4,2,1,3 +brownbr01,1997,1,CHN,NL,46,137,15,32,7,1,5,15,2,1,7,28,0,3,1,0,2 +brownem01,1997,1,PIT,NL,66,95,16,17,2,1,2,6,5,1,10,32,1,7,0,0,1 +brownke01,1997,1,FLO,NL,33,72,4,9,1,0,0,4,0,0,5,25,0,0,6,0,0 +brownke04,1997,1,TEX,AL,4,5,1,2,0,0,1,1,0,0,0,0,0,0,0,0,0 +brumfja01,1997,1,TOR,AL,58,174,22,36,5,1,2,20,4,4,14,31,0,1,1,1,4 +bruskji01,1997,1,SDN,NL,29,6,0,1,1,0,0,0,0,0,0,1,0,0,0,0,0 +buforda01,1997,1,TEX,AL,122,366,49,82,18,0,8,39,18,7,30,83,0,3,3,2,8 +buhneja01,1997,1,SEA,AL,157,540,104,131,18,2,40,109,0,0,119,175,3,5,0,1,23 +bulliji01,1997,1,MON,NL,36,43,2,9,1,0,1,2,0,0,0,15,0,0,3,0,1 +burbada01,1997,1,CIN,NL,30,46,2,9,0,0,0,2,0,0,1,18,0,2,4,0,1 +burkejo03,1997,1,TEX,AL,30,5,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +burkejo04,1997,1,COL,NL,18,19,1,3,0,0,0,0,0,0,0,6,0,0,2,0,0 +burksel01,1997,1,COL,NL,119,424,91,123,19,2,32,82,7,2,47,75,0,3,1,2,17 +burnije01,1997,1,ML4,AL,153,494,85,139,37,8,27,85,20,13,75,111,8,5,3,0,8 +burrote01,1997,1,SDN,NL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +busbymi01,1997,1,SLN,NL,3,4,0,2,0,0,0,0,0,0,0,2,0,0,0,0,0 +bushho01,1997,1,NYA,AL,10,11,2,4,0,0,0,3,0,0,0,0,0,0,0,0,0 +butlebr01,1997,1,LAN,NL,105,343,52,97,8,3,0,18,15,10,42,40,0,1,15,0,1 +butleri01,1997,1,TOR,AL,7,14,3,4,1,0,0,2,0,1,2,3,0,0,0,0,0 +butlero01,1997,1,PHI,NL,43,89,10,26,9,1,0,13,1,0,5,8,0,0,0,1,2 +byrdpa01,1997,1,ATL,NL,31,7,0,1,0,0,0,1,0,0,0,2,0,0,2,0,0 +cabrejo01,1997,1,HOU,NL,12,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cabreor01,1997,1,MON,NL,16,18,4,4,0,0,0,2,1,2,1,3,0,0,1,0,1 +cadargr01,1997,1,ANA,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cairomi01,1997,1,CHN,NL,16,29,7,7,1,0,0,1,0,0,2,3,0,1,0,0,0 +camermi01,1997,1,CHA,AL,116,379,63,98,18,3,14,55,23,2,55,105,1,5,2,5,8 +caminke01,1997,1,SDN,NL,137,486,92,141,28,0,26,90,11,2,80,118,9,3,0,7,12 +candaca01,1997,1,CLE,AL,14,26,5,8,1,0,0,4,1,0,1,1,0,0,0,0,0 +candito01,1997,1,LAN,NL,42,32,0,3,0,0,0,2,0,0,1,10,0,0,9,0,1 +cangejo01,1997,1,FLO,NL,103,192,28,47,8,0,1,12,5,1,19,33,1,3,1,1,3 +cansejo01,1997,1,OAK,AL,108,388,56,91,19,0,23,74,8,2,51,122,1,3,0,4,15 +carlsda01,1997,1,SFN,NL,6,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +carmora01,1997,1,SEA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +carpech01,1997,1,TOR,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +carragi01,1997,1,CIN,NL,2,2,0,0,0,0,0,0,0,0,0,2,0,0,2,0,0 +carrahe01,1997,1,CIN,NL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +carrahe01,1997,2,KCA,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +carrch02,1997,1,ML4,AL,26,46,3,6,3,0,0,0,1,0,2,11,0,1,1,0,0 +carrch02,1997,2,HOU,NL,63,192,34,53,11,2,4,17,11,5,15,37,2,2,6,1,0 +cartejo01,1997,1,TOR,AL,157,612,76,143,30,4,21,102,8,2,40,105,5,7,0,9,12 +casanra01,1997,1,DET,AL,101,304,27,74,10,1,5,24,1,1,26,48,1,3,0,1,10 +caseyse01,1997,1,CLE,AL,6,10,1,2,0,0,0,1,0,0,1,2,0,1,0,0,0 +casiala01,1997,1,CHN,NL,12,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +casiala01,1997,2,KCA,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +castial01,1997,1,NYN,NL,35,59,3,12,1,0,0,7,0,1,9,16,0,0,2,1,3 +castica02,1997,1,CHA,AL,37,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +castifr01,1997,1,CHN,NL,20,33,1,5,0,0,0,3,0,0,0,9,0,0,4,0,0 +castifr01,1997,2,COL,NL,14,25,0,2,0,0,0,2,0,0,1,10,0,0,6,1,0 +castilu01,1997,1,FLO,NL,75,263,27,63,8,0,0,8,16,10,27,53,0,0,1,0,6 +castito02,1997,1,CHA,AL,64,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +castivi02,1997,1,COL,NL,159,612,94,186,25,2,40,113,2,4,44,108,9,8,0,4,17 +castrju01,1997,1,LAN,NL,40,75,3,11,3,1,0,4,0,0,7,20,1,0,2,0,2 +catalfr01,1997,1,DET,AL,13,26,2,8,2,0,0,3,0,0,3,7,0,0,0,0,0 +cathemi01,1997,1,ATL,NL,35,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cedendo01,1997,1,TEX,AL,113,365,49,103,19,6,4,36,3,3,27,77,0,2,2,1,5 +cedenro01,1997,1,LAN,NL,80,194,31,53,10,2,3,17,9,1,25,44,2,3,3,2,1 +charlno01,1997,1,SEA,AL,71,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chavean01,1997,1,ANA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chavera01,1997,1,MON,NL,13,26,0,7,0,0,0,2,1,0,0,5,0,0,0,1,0 +checoro01,1997,1,BOS,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chrisja01,1997,1,PIT,NL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cianfar01,1997,1,SDN,NL,89,220,25,54,12,0,4,26,7,1,25,80,1,3,1,2,11 +cirilje01,1997,1,ML4,AL,154,580,74,167,46,2,10,82,4,3,60,74,0,14,4,3,13 +clarkda05,1997,1,CHN,NL,102,143,19,43,8,0,5,32,1,0,19,34,3,2,0,2,2 +clarkma01,1997,1,NYN,NL,23,43,1,2,0,0,1,2,0,0,2,19,0,0,4,0,0 +clarkma01,1997,2,CHN,NL,9,23,2,0,0,0,0,1,0,0,2,12,0,0,2,0,0 +clarkte01,1997,1,CLE,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clarkte01,1997,2,TEX,AL,9,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +clarkto02,1997,1,DET,AL,159,580,105,160,28,3,32,117,1,3,93,144,13,3,0,5,11 +clarkwi02,1997,1,TEX,AL,110,393,56,128,29,1,12,51,0,0,49,62,11,3,0,5,4 +claytro01,1997,1,SLN,NL,154,576,75,153,39,5,9,61,30,10,33,109,4,3,2,5,19 +clemero02,1997,1,TOR,AL,34,2,1,1,1,0,0,0,0,0,1,0,0,0,0,0,0 +clemoch01,1997,1,CHA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clontbr01,1997,1,ATL,NL,51,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +cloudke01,1997,1,SEA,AL,10,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clybuda01,1997,1,BAL,AL,2,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +colbrgr01,1997,1,MIN,AL,70,217,24,61,14,0,5,26,1,2,8,38,1,1,0,2,7 +colbrgr01,1997,2,ATL,NL,28,54,3,15,3,0,2,9,0,0,2,11,0,1,1,0,1 +colemmi01,1997,1,BOS,AL,8,24,2,4,1,0,0,2,1,0,0,11,0,0,1,0,0 +colemvi01,1997,1,DET,AL,6,14,0,1,0,0,0,0,0,0,1,3,0,0,0,0,1 +colesda01,1997,1,COL,NL,21,22,1,7,1,0,1,2,0,0,0,6,0,1,0,0,0 +collilo01,1997,1,PIT,NL,18,37,3,5,0,0,0,3,1,0,1,11,0,0,0,0,1 +colonba01,1997,1,CLE,AL,19,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +coneda01,1997,1,NYA,AL,29,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +coninje01,1997,1,FLO,NL,151,405,46,98,13,1,17,61,2,0,57,89,3,2,0,2,11 +conveji01,1997,1,KCA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cookde01,1997,1,FLO,NL,61,9,2,5,0,0,1,2,0,0,0,0,0,0,0,0,0 +cookest01,1997,1,PIT,NL,32,52,2,3,1,0,0,1,0,0,0,18,0,0,7,0,1 +coomero01,1997,1,MIN,AL,140,523,63,156,30,2,13,85,4,3,22,91,5,0,0,5,11 +coopesc01,1997,1,KCA,AL,75,159,12,32,6,1,3,15,1,1,17,32,0,2,2,2,4 +coppiro01,1997,1,BAL,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +corajo01,1997,1,SEA,AL,149,574,105,172,40,4,11,54,6,7,53,49,2,5,8,9,6 +cordewi01,1997,1,BOS,AL,140,570,82,160,26,3,18,72,1,3,31,122,7,4,0,4,11 +cordofr01,1997,1,PIT,NL,29,56,2,5,0,0,0,0,0,0,4,26,0,0,8,0,0 +cordoma01,1997,1,MIN,AL,103,378,44,93,18,4,15,51,5,3,30,92,2,3,0,2,13 +cormirh01,1997,1,MON,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +corsiji01,1997,1,BOS,AL,52,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +counscr01,1997,1,COL,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +counscr01,1997,2,FLO,NL,51,164,20,49,9,2,1,16,1,1,18,17,2,3,3,1,5 +crabtti01,1997,1,TOR,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +crawfjo01,1997,1,NYN,NL,19,11,0,0,0,0,0,0,0,0,0,5,0,0,0,0,0 +creekdo01,1997,1,SFN,NL,3,3,1,1,0,0,0,0,0,0,0,1,0,0,2,0,0 +crespfe01,1997,1,TOR,AL,12,28,3,8,0,1,1,5,0,0,2,4,0,0,1,0,1 +crometr01,1997,1,LAN,NL,28,86,8,25,3,0,4,20,0,1,6,16,3,0,2,1,2 +croweji01,1997,1,CIN,NL,2,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cruzde01,1997,1,DET,AL,147,436,35,105,26,0,2,40,3,6,14,55,0,0,14,3,9 +cruziv01,1997,1,NYA,AL,11,20,0,5,1,0,0,3,0,0,2,4,0,0,0,0,0 +cruzja01,1997,1,SFN,NL,16,25,3,4,1,0,0,3,0,0,3,4,0,0,0,1,3 +cruzjo02,1997,1,SEA,AL,49,183,28,49,12,1,12,34,1,0,13,45,0,0,1,1,3 +cruzjo02,1997,2,TOR,AL,55,212,31,49,7,0,14,34,6,2,28,72,2,0,0,4,2 +cruzne01,1997,1,CHA,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cummijo01,1997,1,DET,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cummimi01,1997,1,PIT,NL,52,106,11,20,6,2,3,8,0,0,8,26,0,1,1,0,1 +cummimi01,1997,2,PHI,NL,63,208,24,63,16,4,1,23,2,3,23,30,0,0,1,2,2 +cunnawi01,1997,1,SDN,NL,55,14,4,5,0,1,0,4,0,0,2,4,0,0,1,0,0 +curtich01,1997,1,CLE,AL,22,29,8,6,1,0,3,5,0,0,7,10,0,0,0,0,1 +curtich01,1997,2,NYA,AL,93,320,51,93,21,1,12,50,12,6,36,49,1,5,2,9,6 +daalom01,1997,1,MON,NL,33,5,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0 +daalom01,1997,2,TOR,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +damicje01,1997,1,ML4,AL,23,4,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +damonjo01,1997,1,KCA,AL,146,472,70,130,12,8,8,48,16,10,42,70,2,3,6,1,3 +darwida01,1997,1,CHA,AL,21,3,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +darwida01,1997,2,SFN,NL,10,15,0,2,1,0,0,2,0,0,0,8,0,0,0,0,0 +darwije01,1997,1,CHA,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +daultda01,1997,1,PHI,NL,84,269,46,71,13,6,11,42,4,0,54,57,4,1,0,7,3 +daultda01,1997,2,FLO,NL,52,126,22,33,8,2,3,21,2,1,22,17,1,1,0,2,1 +davisch01,1997,1,KCA,AL,140,477,71,133,20,0,30,90,6,3,85,96,16,1,0,4,15 +daviser01,1997,1,BAL,AL,42,158,29,48,11,0,8,25,6,0,14,47,0,1,0,3,2 +davisma01,1997,1,ML4,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +davisru01,1997,1,SEA,AL,119,420,57,114,29,1,20,63,6,2,27,100,2,2,3,2,11 +davisti01,1997,1,SEA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +deharri01,1997,1,MON,NL,23,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +dejeami01,1997,1,COL,NL,56,3,0,1,1,0,0,0,0,0,0,1,0,0,1,0,0 +delamro01,1997,1,KCA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +delgaca01,1997,1,TOR,AL,153,519,79,136,42,3,30,91,0,3,64,133,9,8,0,4,6 +delgawi01,1997,1,SFN,NL,8,7,1,1,1,0,0,0,0,0,0,2,0,0,1,0,0 +delluda01,1997,1,BAL,AL,17,27,3,6,1,0,1,3,0,0,4,7,1,1,0,0,2 +delucri01,1997,1,SFN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +delucri01,1997,2,ANA,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +deshide01,1997,1,SLN,NL,150,572,92,169,26,14,11,58,55,14,55,72,1,3,7,6,5 +desseel01,1997,1,PIT,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +devermi01,1997,1,TEX,AL,29,72,8,15,3,0,0,7,1,0,7,10,0,0,0,1,0 +diazal01,1997,1,TEX,AL,28,90,8,20,4,0,2,12,1,1,5,13,0,1,0,1,3 +diazed02,1997,1,ML4,AL,16,50,4,11,2,1,0,7,0,0,1,5,0,0,0,0,3 +diazei01,1997,1,CLE,AL,5,7,1,1,1,0,0,1,0,0,0,2,0,0,0,0,0 +dicksja01,1997,1,ANA,AL,33,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +difelmi01,1997,1,SLN,NL,93,260,16,62,10,1,4,30,1,1,19,61,0,3,6,1,11 +dipotje01,1997,1,COL,NL,74,9,0,1,0,0,0,0,0,0,0,5,0,0,0,0,0 +disarga01,1997,1,ANA,AL,154,549,52,135,28,2,4,47,7,8,17,29,0,4,8,5,18 +dishmgl01,1997,1,DET,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +drabedo01,1997,1,CHA,AL,32,1,1,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +dreifda01,1997,1,LAN,NL,48,7,0,1,0,0,0,0,0,0,0,5,0,0,0,0,0 +duceyro01,1997,1,SEA,AL,76,143,25,41,15,2,5,10,3,3,6,31,0,0,0,2,3 +duncama01,1997,1,NYA,AL,50,172,16,42,8,0,1,13,2,1,6,39,0,0,1,0,2 +duncama01,1997,2,TOR,AL,39,167,20,38,6,0,0,12,4,2,6,39,0,3,0,0,4 +dunnto01,1997,1,ML4,AL,44,118,17,27,5,0,3,9,3,0,2,39,0,0,0,0,2 +dunstsh01,1997,1,CHN,NL,114,419,57,119,18,4,9,41,29,7,8,64,0,3,3,4,7 +dunstsh01,1997,2,PIT,NL,18,71,14,28,4,1,5,16,3,1,0,11,0,0,2,1,2 +dunwoto01,1997,1,FLO,NL,19,50,7,13,2,2,2,7,2,0,7,21,0,1,0,0,1 +duranro01,1997,1,DET,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +durhara01,1997,1,CHA,AL,155,634,106,172,27,5,11,53,33,16,61,96,0,6,2,8,14 +dyeje01,1997,1,KCA,AL,75,263,26,62,14,0,7,22,2,1,17,51,0,1,1,1,6 +easleda01,1997,1,DET,AL,151,527,97,139,37,3,22,72,28,13,68,102,3,16,4,5,18 +echevan01,1997,1,COL,NL,15,20,4,5,2,0,0,0,0,0,2,5,0,0,0,0,0 +eckerde01,1997,1,SLN,NL,57,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +edmonji01,1997,1,ANA,AL,133,502,82,146,27,0,26,80,5,7,60,80,5,4,0,5,8 +eenhoro01,1997,1,ANA,AL,11,20,2,7,1,0,1,6,0,0,0,2,0,0,0,1,0 +eischjo01,1997,1,CIN,NL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +eisenji01,1997,1,FLO,NL,120,293,36,82,19,1,2,34,0,0,30,28,4,1,3,4,7 +eldreca01,1997,1,ML4,AL,34,3,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +elsteke01,1997,1,PIT,NL,39,138,14,31,6,2,7,25,0,2,21,39,0,1,2,2,1 +embreal01,1997,1,ATL,NL,66,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +encaran01,1997,1,ANA,AL,11,17,2,7,1,0,1,4,2,0,0,1,0,0,0,0,1 +encarju01,1997,1,DET,AL,11,33,3,7,1,1,1,5,3,1,3,12,0,2,0,0,1 +erdosto01,1997,1,SDN,NL,11,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +erickjo01,1997,1,PIT,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ericksc01,1997,1,BAL,AL,34,2,0,0,0,0,0,0,0,0,1,2,0,0,2,0,0 +erstada01,1997,1,ANA,AL,139,539,99,161,34,4,16,77,23,8,51,86,4,4,5,6,5 +escobke01,1997,1,TOR,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +eshelva01,1997,1,BOS,AL,21,4,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +espinal01,1997,1,SEA,AL,33,72,3,13,1,0,0,7,1,1,2,12,0,1,3,0,2 +estalbo02,1997,1,PHI,NL,13,29,9,10,1,0,4,9,0,0,7,7,0,0,0,0,2 +estessh01,1997,1,SFN,NL,36,68,8,10,0,0,1,3,0,0,1,24,0,2,7,0,1 +eusebto01,1997,1,HOU,NL,60,164,12,45,2,0,1,18,0,1,19,27,1,4,0,0,4 +evansto01,1997,1,TOR,AL,12,38,7,11,2,0,1,2,0,1,2,10,0,1,0,0,0 +evereca01,1997,1,NYN,NL,142,443,58,110,28,3,14,57,17,9,32,102,3,7,3,2,3 +eversbr01,1997,1,TEX,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +eyresc01,1997,1,CHA,AL,11,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +fabrejo01,1997,1,ANA,AL,21,38,2,3,1,0,0,3,0,0,3,3,0,0,2,0,2 +fabrejo01,1997,2,CHA,AL,100,322,31,90,10,1,7,48,1,1,11,43,0,1,4,4,14 +faltest01,1997,1,MON,NL,5,2,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +fasansa01,1997,1,KCA,AL,13,38,4,8,2,0,1,1,0,0,1,12,0,0,0,0,1 +fasseje01,1997,1,SEA,AL,35,5,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +fernaal01,1997,1,FLO,NL,33,66,3,10,6,0,0,4,0,0,6,20,0,0,7,1,1 +fernaos01,1997,1,SFN,NL,12,17,0,0,0,0,0,0,0,0,1,13,0,1,2,0,0 +fernasi01,1997,1,HOU,NL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +fernato01,1997,1,CLE,AL,120,409,55,117,21,1,11,44,6,6,22,47,0,2,6,3,11 +fettemi01,1997,1,ML4,AL,51,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fieldce01,1997,1,NYA,AL,98,361,40,94,15,0,13,61,0,0,51,87,3,7,0,6,14 +figgami01,1997,1,NYA,AL,2,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +finlech01,1997,1,ANA,AL,25,6,1,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +finlest01,1997,1,SDN,NL,143,560,101,146,26,5,28,92,15,3,43,92,2,3,2,7,10 +flahejo01,1997,1,SDN,NL,129,439,38,120,21,1,9,46,4,4,33,62,7,0,2,2,11 +flenehu01,1997,1,TOR,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fletcda01,1997,1,MON,NL,96,310,39,86,20,1,17,55,1,1,17,35,3,5,0,2,6 +floribr01,1997,1,ML4,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +floydcl01,1997,1,FLO,NL,61,137,23,32,9,1,6,19,6,2,24,33,0,2,1,1,3 +fonvich01,1997,1,LAN,NL,9,14,1,2,0,0,0,1,0,1,2,3,0,0,0,0,0 +fonvich01,1997,2,CHA,AL,9,9,1,1,0,0,0,1,2,0,1,1,0,0,1,0,0 +fordhto01,1997,1,CHA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fordybr01,1997,1,CIN,NL,47,96,7,20,5,0,1,8,2,0,8,15,1,0,0,1,0 +fossato01,1997,1,SLN,NL,71,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fosteke01,1997,1,CHN,NL,30,47,3,6,1,0,0,4,0,0,1,20,0,0,11,0,0 +foulkke01,1997,1,SFN,NL,11,13,0,2,0,0,0,0,0,0,0,4,0,0,2,0,0 +foulkke01,1997,2,CHA,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +foxan01,1997,1,NYA,AL,22,31,13,7,1,0,0,1,2,1,7,9,0,0,2,0,1 +foxch02,1997,1,ATL,NL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +francjo01,1997,1,NYN,NL,59,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +francju01,1997,1,CLE,AL,78,289,46,82,13,1,3,25,8,5,38,75,2,0,1,0,13 +francju01,1997,2,ML4,AL,42,141,22,34,3,0,4,19,7,1,31,41,2,1,0,4,4 +francma01,1997,1,NYN,NL,112,163,21,45,5,0,5,21,1,0,13,23,4,0,0,0,4 +frankmi01,1997,1,SLN,NL,17,34,6,11,0,0,2,2,0,0,3,10,0,0,0,0,0 +frascjo01,1997,1,SLN,NL,59,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +friasha01,1997,1,TEX,AL,14,26,4,5,1,0,0,1,0,0,1,4,0,0,0,0,1 +fryeje01,1997,1,BOS,AL,127,404,56,126,36,2,3,51,19,8,27,44,1,2,2,7,12 +frymatr01,1997,1,DET,AL,154,595,90,163,27,3,22,102,16,3,46,113,5,5,0,11,15 +fullmbr01,1997,1,MON,NL,19,40,4,12,2,0,3,8,0,0,2,7,1,1,0,0,0 +gaettga01,1997,1,SLN,NL,148,502,63,126,24,1,17,69,7,3,36,88,3,6,4,6,20 +gagnegr01,1997,1,LAN,NL,144,514,49,129,20,3,9,57,2,5,31,120,4,4,3,1,13 +gailled01,1997,1,DET,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +galaran01,1997,1,COL,NL,154,600,120,191,31,3,41,140,15,8,54,141,2,17,0,3,16 +gallemi01,1997,1,SLN,NL,27,43,6,7,2,0,0,1,0,0,1,6,0,0,1,1,0 +gantro01,1997,1,SLN,NL,139,502,68,115,21,4,17,62,14,6,58,162,3,1,0,1,2 +garceri01,1997,1,BOS,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +garcica01,1997,1,TOR,AL,103,350,29,77,18,2,3,23,11,3,15,60,0,2,10,4,7 +garcifr01,1997,1,PIT,NL,20,40,4,6,1,0,3,5,0,0,2,17,0,0,0,0,0 +garcika01,1997,1,LAN,NL,15,39,5,5,0,0,1,8,0,0,6,14,1,0,0,1,0 +garcino01,1997,1,BOS,AL,153,684,122,209,44,11,30,98,22,9,35,92,2,6,2,7,9 +garcira03,1997,1,HOU,NL,42,36,2,4,2,0,0,5,0,0,0,13,0,1,7,1,0 +gardnma01,1997,1,SFN,NL,32,61,0,7,0,0,0,2,0,0,1,30,0,1,3,0,1 +gatesbr01,1997,1,SEA,AL,65,151,18,36,8,0,3,20,0,0,14,21,0,0,2,3,6 +giambja01,1997,1,OAK,AL,142,519,66,152,41,2,20,81,0,1,55,89,3,6,0,8,11 +gilbe01,1997,1,TEX,AL,110,317,35,71,13,2,5,31,1,2,17,96,0,1,6,4,3 +gilbesh01,1997,1,NYN,NL,29,22,3,3,0,0,1,1,1,0,1,8,0,0,0,0,0 +gilesbr02,1997,1,CLE,AL,130,377,62,101,15,3,17,61,13,3,63,50,2,1,3,7,10 +gilkebe01,1997,1,NYN,NL,145,518,85,129,31,1,18,78,7,11,70,111,1,6,0,12,9 +giovaed01,1997,1,ATL,NL,14,8,0,2,0,0,0,0,0,0,2,1,1,0,0,0,2 +girarjo01,1997,1,NYA,AL,112,398,38,105,23,1,1,50,2,3,26,53,1,2,5,2,15 +glanvdo01,1997,1,CHN,NL,146,474,79,142,22,5,4,35,19,11,24,46,0,1,9,2,9 +glavito02,1997,1,ATL,NL,33,63,6,14,0,0,0,7,0,0,7,13,0,1,17,0,1 +gomeswa01,1997,1,PHI,NL,37,2,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +gomezch02,1997,1,SDN,NL,150,522,62,132,19,2,5,54,5,8,53,114,1,5,3,3,16 +gonzaal01,1997,1,TOR,AL,126,426,46,102,23,2,12,35,15,6,34,94,1,5,11,2,9 +gonzaje01,1997,1,CHN,NL,23,40,1,4,0,0,0,1,0,0,3,12,0,0,8,0,1 +gonzaju03,1997,1,TEX,AL,133,533,87,158,24,3,42,131,0,0,33,107,7,3,0,10,12 +gonzalu01,1997,1,HOU,NL,152,550,78,142,31,2,10,68,10,7,71,67,7,5,0,5,12 +gonzare01,1997,1,COL,NL,2,2,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0 +goodedw01,1997,1,NYA,AL,20,4,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +goodwcu01,1997,1,CIN,NL,85,265,27,67,11,0,1,12,22,13,24,53,0,1,6,1,6 +goodwto01,1997,1,KCA,AL,97,367,51,100,13,4,2,22,34,10,19,51,0,2,11,1,5 +goodwto01,1997,2,TEX,AL,53,207,39,49,13,2,0,17,16,6,25,37,1,1,0,2,2 +gordoto01,1997,1,BOS,AL,42,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gorecri01,1997,1,LAN,NL,4,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +gracema01,1997,1,CHN,NL,151,555,87,177,32,5,13,78,2,4,88,45,3,2,1,8,18 +gracemi02,1997,1,PHI,NL,6,12,0,1,0,0,0,0,0,0,0,9,0,0,0,0,0 +graffto01,1997,1,ATL,NL,104,186,33,48,9,1,8,20,6,4,26,46,1,1,3,5,3 +grangje01,1997,1,PIT,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +graveda01,1997,1,CLE,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +graveda01,1997,2,CIN,NL,10,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +grebecr01,1997,1,ANA,AL,63,126,12,34,9,0,1,6,0,1,18,11,1,0,5,1,6 +greench02,1997,1,BAL,AL,5,2,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0 +greensc01,1997,1,SLN,NL,20,31,5,3,0,0,0,1,0,0,2,5,0,0,0,0,0 +greensh01,1997,1,TOR,AL,135,429,57,123,22,4,16,53,14,3,36,99,4,1,1,4,4 +greento01,1997,1,HOU,NL,2,3,1,1,1,0,0,1,0,0,0,1,0,0,1,0,0 +greento02,1997,1,ANA,AL,34,124,24,36,6,0,9,24,2,0,7,25,1,0,0,0,1 +greenty01,1997,1,PHI,NL,14,26,2,8,3,0,0,2,0,0,0,5,0,0,1,0,0 +greenwi01,1997,1,CIN,NL,151,495,62,125,22,1,26,91,6,0,78,111,5,1,1,3,10 +greerru01,1997,1,TEX,AL,157,601,112,193,42,3,26,87,9,5,83,87,4,3,1,2,11 +greggto01,1997,1,ATL,NL,13,19,1,5,2,0,0,0,1,1,1,2,0,0,0,0,0 +grievbe01,1997,1,OAK,AL,24,93,12,29,6,0,3,24,0,0,13,25,1,1,1,0,1 +griffke02,1997,1,SEA,AL,157,608,125,185,34,3,56,147,15,4,76,121,23,8,0,12,12 +grissma02,1997,1,CLE,AL,144,558,74,146,27,6,12,66,22,13,43,89,1,6,6,9,12 +groombu01,1997,1,OAK,AL,78,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grosske01,1997,1,ANA,AL,12,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +grudzma01,1997,1,MON,NL,156,649,76,177,54,3,4,51,25,9,23,76,0,10,3,3,13 +grundke01,1997,1,BOS,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guarded01,1997,1,MIN,AL,69,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gubicma01,1997,1,ANA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guerrvl01,1997,1,MON,NL,90,325,44,98,22,2,11,40,3,4,19,39,2,7,0,3,11 +guerrwi01,1997,1,LAN,NL,111,357,39,104,10,9,4,32,6,5,8,52,1,0,13,2,7 +guevagi01,1997,1,SEA,AL,5,4,0,0,0,0,0,0,1,0,0,2,0,0,0,0,0 +guilljo01,1997,1,PIT,NL,143,498,58,133,20,5,14,70,1,2,17,88,0,8,0,3,16 +guilloz01,1997,1,CHA,AL,142,490,59,120,21,6,4,52,5,3,22,24,1,0,11,4,7 +gulanmi01,1997,1,SLN,NL,5,9,2,0,0,0,0,1,0,0,1,5,0,0,0,0,0 +gundeer01,1997,1,TEX,AL,60,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guthrma01,1997,1,LAN,NL,62,4,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0 +gutieri01,1997,1,HOU,NL,102,303,33,79,14,4,3,34,5,2,21,50,2,3,0,0,17 +guzmaju01,1997,1,TOR,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gwynnto01,1997,1,SDN,NL,149,592,97,220,49,2,17,119,12,5,43,28,12,3,1,12,12 +halech01,1997,1,LAN,NL,14,12,0,1,0,0,0,0,0,0,2,4,0,0,0,0,0 +hallda01,1997,1,LAN,NL,63,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +halljo02,1997,1,DET,AL,2,4,1,2,1,0,0,3,0,0,0,0,0,0,0,0,0 +haltesh01,1997,1,KCA,AL,74,123,16,34,5,1,2,10,4,3,10,28,0,2,4,0,1 +hamelbo01,1997,1,DET,AL,110,318,47,86,15,0,18,52,2,1,48,72,3,1,0,2,8 +hamilda02,1997,1,SFN,NL,125,460,78,124,23,3,5,43,15,10,61,61,1,0,6,2,6 +hamiljo02,1997,1,SDN,NL,31,54,4,7,0,0,2,6,0,0,1,26,0,0,9,2,0 +hammoch01,1997,1,BOS,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hammoje01,1997,1,BAL,AL,118,397,71,105,19,3,21,55,15,1,32,73,1,3,0,2,6 +hamptmi01,1997,1,HOU,NL,34,73,6,10,1,1,0,8,0,1,5,21,0,0,10,1,0 +haneych01,1997,1,KCA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hanseda01,1997,1,CHN,NL,90,151,19,47,8,2,3,21,1,2,31,32,1,1,2,1,0 +hansegr01,1997,1,ML4,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hanseje01,1997,1,KCA,AL,34,94,11,29,6,1,1,14,3,2,13,29,0,1,2,1,2 +hansoer01,1997,1,TOR,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hardtja01,1997,1,NYN,NL,30,56,9,15,2,0,2,8,1,1,4,6,1,1,0,1,3 +harkemi01,1997,1,LAN,NL,10,1,0,0,0,0,0,0,0,0,0,1,0,0,2,0,0 +harnipe01,1997,1,NYN,NL,6,8,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +harnipe01,1997,2,ML4,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +harrile01,1997,1,CIN,NL,120,238,32,65,13,1,3,28,4,3,18,18,1,2,3,2,10 +harripe01,1997,1,ANA,AL,61,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +harrire01,1997,1,PHI,NL,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hasegsh01,1997,1,ANA,AL,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +haselbi01,1997,1,BOS,AL,67,212,22,50,15,0,6,26,0,2,15,44,2,2,1,2,8 +hattesc01,1997,1,BOS,AL,114,350,46,97,23,1,10,44,0,1,40,70,2,2,2,1,11 +haughga01,1997,1,OAK,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hawkila01,1997,1,MIN,AL,20,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +hayesch01,1997,1,NYA,AL,100,353,39,91,16,0,11,53,3,2,40,66,2,1,0,4,13 +hayneji01,1997,1,OAK,AL,13,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +helliri01,1997,1,FLO,NL,31,11,0,1,0,0,0,0,0,0,0,5,0,0,1,0,0 +helliri01,1997,2,TEX,AL,10,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +heltoto01,1997,1,COL,NL,35,93,13,26,2,1,5,11,0,1,8,11,0,0,0,0,1 +henderi01,1997,1,SDN,NL,88,288,63,79,11,0,6,27,29,4,71,62,2,4,0,2,7 +henderi01,1997,2,ANA,AL,32,115,21,21,3,0,2,7,16,4,26,23,0,2,1,0,3 +henrios01,1997,1,HOU,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +henrybu01,1997,1,BOS,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +henrydo01,1997,1,SFN,NL,75,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,1 +hentgpa01,1997,1,TOR,AL,35,7,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +heredfe01,1997,1,FLO,NL,56,2,0,1,0,0,0,0,0,0,0,1,0,0,1,0,0 +heredwi01,1997,1,TEX,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hermadu01,1997,1,MON,NL,32,48,1,5,1,0,1,1,0,0,2,24,0,0,5,0,0 +hernaca01,1997,1,SDN,NL,50,134,15,42,7,1,3,14,0,2,3,27,0,0,1,0,5 +hernafe01,1997,1,DET,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hernajo01,1997,1,CHN,NL,121,183,33,50,8,5,7,26,2,5,14,42,2,0,1,1,5 +hernali01,1997,1,FLO,NL,17,29,2,5,2,0,0,2,0,0,1,6,0,0,3,0,0 +hernaro01,1997,1,CHA,AL,46,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hernaro01,1997,2,SFN,NL,28,2,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +hernaxa01,1997,1,TEX,AL,44,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hershor01,1997,1,CLE,AL,32,3,0,0,0,0,0,0,0,0,0,1,0,1,1,0,0 +hidalri01,1997,1,HOU,NL,19,62,8,19,5,0,2,6,1,0,4,18,0,1,0,0,0 +higgibo02,1997,1,DET,AL,146,546,94,163,30,5,27,101,12,7,70,85,2,3,0,4,10 +hillgl01,1997,1,SFN,NL,128,398,47,104,28,4,11,64,7,4,19,87,0,4,0,7,8 +hillke01,1997,1,TEX,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hillke01,1997,2,ANA,AL,12,2,0,1,1,0,0,2,0,0,0,1,0,0,1,0,0 +hitchst01,1997,1,SDN,NL,32,50,4,5,0,0,0,1,0,1,3,30,0,0,8,0,2 +hockide01,1997,1,MIN,AL,115,253,28,65,12,4,2,25,3,5,18,51,0,1,5,1,6 +hoffmtr01,1997,1,SDN,NL,70,3,0,1,0,0,0,1,0,0,0,1,0,0,0,0,0 +hoilech01,1997,1,BAL,AL,99,320,45,83,15,0,12,49,1,0,51,86,3,10,0,3,7 +hollato01,1997,1,LAN,NL,106,296,39,73,20,2,4,31,5,5,17,60,2,0,2,2,8 +hollida01,1997,1,ANA,AL,149,572,101,165,29,2,16,85,16,6,62,124,2,8,1,5,12 +holmeda01,1997,1,COL,NL,42,19,2,3,0,0,1,2,0,0,0,9,0,0,3,1,0 +holtch01,1997,1,HOU,NL,33,67,6,6,0,0,0,1,0,0,1,33,0,0,9,0,0 +holtzmi01,1997,1,ANA,AL,66,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +holzema01,1997,1,SEA,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +honeyri01,1997,1,SLN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +houstty01,1997,1,CHN,NL,72,196,15,51,10,0,2,28,1,0,9,35,1,0,0,2,4 +howarda02,1997,1,KCA,AL,80,162,24,39,8,1,1,13,2,2,10,31,1,1,3,1,1 +howarth01,1997,1,HOU,NL,107,255,24,63,16,1,3,22,1,2,26,48,1,3,1,1,3 +howelja02,1997,1,ANA,AL,77,174,25,45,7,0,14,34,1,0,13,36,2,0,1,3,4 +hubbami01,1997,1,CHN,NL,29,64,4,13,0,0,1,2,0,0,2,21,1,0,0,0,1 +hubbatr01,1997,1,CLE,AL,7,12,3,3,1,0,0,0,2,0,1,3,0,0,0,0,0 +hudekjo01,1997,1,HOU,NL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hudlere01,1997,1,PHI,NL,50,122,17,27,4,0,5,10,1,0,6,28,1,1,1,0,2 +hudsojo02,1997,1,BOS,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hundlto01,1997,1,NYN,NL,132,417,78,114,21,2,30,86,2,3,83,116,16,3,0,5,10 +huntebr02,1997,1,DET,AL,162,658,112,177,29,7,4,45,74,18,66,121,1,1,8,5,13 +hunteto01,1997,1,MIN,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hurstji01,1997,1,DET,AL,13,17,1,3,1,0,1,1,0,0,2,6,0,0,0,0,0 +hurtaed01,1997,1,SEA,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +huskebu01,1997,1,NYN,NL,142,471,61,135,26,2,24,81,8,5,25,84,5,1,0,8,21 +husonje01,1997,1,ML4,AL,84,143,12,29,3,0,0,11,3,0,5,15,0,2,2,1,7 +huttoma01,1997,1,FLO,NL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +huttoma01,1997,2,COL,NL,8,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ibanera01,1997,1,SEA,AL,11,26,3,4,0,1,1,4,0,0,0,6,0,0,0,0,0 +incavpe01,1997,1,BAL,AL,48,138,18,34,4,0,5,12,0,0,11,43,2,3,0,1,1 +incavpe01,1997,2,NYA,AL,5,16,1,4,0,0,0,0,0,0,0,3,0,0,0,0,0 +ingraga01,1997,1,LAN,NL,12,9,2,4,0,0,0,1,1,0,1,3,0,0,0,0,0 +irabuhi01,1997,1,NYA,AL,13,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +isrinja01,1997,1,NYN,NL,6,7,1,1,0,0,0,1,0,0,0,4,0,0,1,1,0 +jacksda02,1997,1,SLN,NL,4,7,1,1,0,0,0,0,0,0,0,4,0,0,0,0,0 +jacksda02,1997,2,SDN,NL,13,13,0,1,0,0,0,0,0,1,1,4,0,0,1,0,0 +jacksda03,1997,1,MIN,AL,49,130,19,33,2,1,3,21,2,0,4,21,0,0,3,2,2 +jacksda03,1997,2,ML4,AL,26,81,7,22,7,0,2,15,2,1,2,10,0,0,2,0,3 +jacksda04,1997,1,CLE,AL,8,9,2,1,0,0,0,0,1,0,0,1,0,1,0,0,0 +jacksda04,1997,2,CIN,NL,12,27,6,6,2,1,1,2,1,1,4,7,1,0,1,0,0 +jacksmi02,1997,1,CLE,AL,71,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jacomja01,1997,1,KCA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jacomja01,1997,2,CLE,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jahajo01,1997,1,ML4,AL,46,162,25,40,7,0,11,26,1,0,25,40,1,3,0,2,6 +jamesmi01,1997,1,ANA,AL,58,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +janzema01,1997,1,TOR,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jarvike01,1997,1,CIN,NL,9,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jarvike01,1997,2,MIN,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jarvike01,1997,3,DET,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +javiest01,1997,1,SFN,NL,142,440,69,126,16,4,8,50,25,3,56,70,1,5,2,7,5 +jeffegr01,1997,1,PHI,NL,130,476,68,122,25,3,11,48,12,6,53,27,7,2,0,0,8 +jeffere01,1997,1,BOS,AL,136,489,74,156,33,1,13,67,1,2,24,93,5,7,1,3,17 +jenniro01,1997,1,CHN,NL,9,18,1,3,1,0,0,2,0,0,0,2,0,0,0,1,0 +jensema01,1997,1,SFN,NL,30,74,5,11,2,0,1,3,0,0,7,23,1,0,0,0,2 +jensema01,1997,2,DET,AL,8,11,1,2,0,0,0,1,0,0,1,5,0,0,0,0,0 +jeterde01,1997,1,NYA,AL,159,654,116,190,31,7,10,70,23,12,74,125,0,10,8,2,14 +johnsbr01,1997,1,DET,AL,45,139,13,33,6,1,2,18,1,0,5,19,1,0,2,1,3 +johnsbr01,1997,2,SFN,NL,56,179,19,50,7,2,11,27,0,1,14,26,7,2,3,3,8 +johnsch04,1997,1,FLO,NL,124,416,43,104,26,1,19,63,0,2,60,109,6,3,3,2,13 +johnsda05,1997,1,OAK,AL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnsja02,1997,1,PIT,NL,3,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +johnsjo07,1997,1,SFN,NL,10,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +johnsjo07,1997,2,OAK,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnsjo07,1997,3,SFN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnsla03,1997,1,NYN,NL,72,265,43,82,10,6,1,24,15,10,33,21,2,0,0,1,6 +johnsla03,1997,2,CHN,NL,39,145,17,44,6,2,4,15,5,2,9,10,1,0,0,1,2 +johnsma01,1997,1,PIT,NL,78,219,30,47,10,0,4,29,1,1,43,78,1,2,0,3,1 +johnsmi02,1997,1,BAL,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnsmi02,1997,2,MON,NL,11,13,1,1,0,0,0,1,0,0,0,5,0,0,2,0,0 +johnsra05,1997,1,SEA,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnsru01,1997,1,HOU,NL,21,60,7,18,1,0,2,9,1,1,6,14,0,0,1,0,2 +jonesan01,1997,1,ATL,NL,153,399,60,92,18,1,18,70,20,11,56,107,2,4,5,3,11 +jonesbo03,1997,1,NYN,NL,30,62,4,8,2,0,0,4,0,0,3,18,0,0,4,0,0 +jonesbo04,1997,1,COL,NL,4,5,1,1,0,0,0,0,0,0,1,0,0,0,1,0,0 +jonesch05,1997,1,SDN,NL,92,152,24,37,9,0,7,25,7,2,16,45,0,2,1,1,4 +jonesch06,1997,1,ATL,NL,157,597,100,176,41,3,21,111,20,5,76,88,8,0,0,6,19 +jonesdo01,1997,1,ML4,AL,75,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +jonesto02,1997,1,DET,AL,68,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jordabr01,1997,1,SLN,NL,47,145,17,34,5,0,0,10,6,1,10,21,1,6,0,0,4 +jordake01,1997,1,PHI,NL,84,177,19,47,8,0,6,30,0,1,3,26,0,0,0,3,5 +jordari03,1997,1,NYN,NL,22,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +joynewa01,1997,1,SDN,NL,135,455,59,149,29,2,13,83,3,5,51,51,5,2,0,10,14 +juddmi01,1997,1,LAN,NL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +judenje01,1997,1,MON,NL,22,43,1,6,2,0,0,4,0,0,1,24,0,1,2,0,0 +judenje01,1997,2,CLE,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +justida01,1997,1,CLE,AL,139,495,84,163,31,1,33,101,3,5,80,79,11,0,0,7,12 +kamiesc01,1997,1,BAL,AL,30,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +karchma01,1997,1,CHA,AL,52,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +karkoro01,1997,1,CHA,AL,51,138,10,25,3,0,6,18,0,0,11,32,0,3,4,5,3 +karlsc01,1997,1,ML4,AL,32,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +karpry01,1997,1,PHI,NL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +karroer01,1997,1,LAN,NL,162,628,86,167,28,0,31,104,15,7,61,116,2,2,0,9,10 +karsast01,1997,1,OAK,AL,25,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kashita01,1997,1,NYN,NL,35,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +keaglgr01,1997,1,DET,AL,11,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +kellymi02,1997,1,CIN,NL,73,140,27,41,13,2,6,19,6,1,10,30,0,0,0,1,3 +kellypa03,1997,1,NYA,AL,67,120,25,29,6,1,2,10,8,1,14,37,1,1,2,1,4 +kellyro01,1997,1,MIN,AL,75,247,39,71,19,2,5,37,7,4,17,50,0,2,1,2,4 +kellyro01,1997,2,SEA,AL,30,121,19,36,7,0,7,22,2,1,5,17,0,1,1,1,2 +kendaja01,1997,1,PIT,NL,144,486,71,143,36,4,8,49,18,6,49,53,2,31,1,5,11 +kentje01,1997,1,SFN,NL,155,580,90,145,38,2,29,121,11,3,48,133,6,13,0,10,14 +keyji01,1997,1,BAL,AL,34,2,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +kiescbr01,1997,1,CHN,NL,39,90,9,18,2,0,4,12,1,0,12,21,0,0,0,0,2 +kileda01,1997,1,HOU,NL,34,89,4,11,3,0,0,7,0,0,3,38,0,3,10,0,3 +kingcu01,1997,1,SLN,NL,30,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +kingje01,1997,1,KCA,AL,155,543,84,129,30,1,28,112,16,5,89,96,4,2,1,12,9 +kirbywa01,1997,1,LAN,NL,46,65,6,11,2,0,0,4,0,0,10,12,0,0,0,0,1 +kleskry01,1997,1,ATL,NL,143,467,67,122,23,6,24,84,4,4,48,130,5,4,1,2,12 +klinest02,1997,1,CLE,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +klinest02,1997,2,MON,NL,26,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +knoblch01,1997,1,MIN,AL,156,611,117,178,26,10,9,58,62,10,84,84,6,17,0,4,11 +knorrra01,1997,1,HOU,NL,4,8,1,3,0,0,1,1,0,0,0,2,0,0,0,0,0 +konerpa01,1997,1,LAN,NL,6,7,0,1,0,0,0,0,0,0,1,2,0,0,0,0,1 +kotsama01,1997,1,FLO,NL,14,52,5,10,1,1,0,4,3,0,4,7,0,0,1,0,1 +kreutch01,1997,1,CHA,AL,19,37,6,8,2,1,1,3,0,1,8,9,0,0,0,0,0 +kreutch01,1997,2,ANA,AL,70,218,19,51,7,1,4,18,0,2,21,57,0,0,1,0,7 +krivdri01,1997,1,BAL,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kroonma01,1997,1,SDN,NL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kubinti01,1997,1,OAK,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lacyke01,1997,1,BOS,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lakerti01,1997,1,BAL,AL,7,14,0,0,0,0,0,1,0,0,2,9,0,0,1,1,0 +lampkto01,1997,1,SLN,NL,108,229,28,56,8,1,7,22,2,1,28,30,5,4,4,2,8 +langsma01,1997,1,ANA,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lankfra01,1997,1,SLN,NL,133,465,94,137,36,3,31,98,21,11,95,125,10,0,0,5,9 +lansimi01,1997,1,MON,NL,144,572,86,161,45,2,20,70,11,5,45,92,2,5,6,3,9 +larkiba01,1997,1,CIN,NL,73,224,34,71,17,3,4,20,14,3,47,24,6,3,1,1,3 +lathach01,1997,1,MIN,AL,15,22,4,4,1,0,0,1,0,0,0,8,0,0,0,0,0 +lawtoma02,1997,1,MIN,AL,142,460,74,114,29,3,14,60,7,4,76,81,3,10,1,1,7 +ledesaa01,1997,1,BAL,AL,43,88,24,31,5,1,2,11,1,0,13,9,0,1,1,1,1 +leede02,1997,1,SDN,NL,22,54,9,14,3,0,1,4,0,0,9,24,0,0,0,0,1 +leiteal01,1997,1,FLO,NL,27,48,2,5,0,0,0,1,0,0,3,25,0,0,2,0,3 +leitema01,1997,1,PHI,NL,31,51,2,6,0,0,0,4,0,0,2,28,0,0,10,0,0 +lemkema01,1997,1,ATL,NL,109,351,33,86,17,1,2,26,2,0,33,51,2,0,8,5,10 +lennopa01,1997,1,OAK,AL,56,116,14,34,6,1,1,14,0,1,15,35,0,0,0,0,3 +leroyjo01,1997,1,ATL,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leshebr01,1997,1,OAK,AL,46,131,17,30,4,1,4,16,4,1,9,30,0,0,0,2,4 +leskacu01,1997,1,COL,NL,55,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +levinal01,1997,1,CHA,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +levisje01,1997,1,ML4,AL,99,200,19,57,7,0,1,19,1,0,24,17,0,1,5,2,4 +lewisda01,1997,1,CHA,AL,81,77,15,18,1,0,0,5,11,4,11,14,0,0,5,0,2 +lewisda01,1997,2,LAN,NL,26,77,7,23,3,1,1,10,3,2,6,17,0,0,2,0,1 +lewisma01,1997,1,SFN,NL,118,341,50,91,14,6,10,42,3,2,23,62,2,4,1,3,8 +lewisri01,1997,1,OAK,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lewisri01,1997,2,CIN,NL,4,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +leyriji01,1997,1,ANA,AL,84,294,47,81,7,0,11,50,1,1,37,56,2,3,3,5,11 +leyriji01,1997,2,TEX,AL,37,85,11,24,4,0,0,14,1,0,23,22,0,3,1,1,2 +lidleco01,1997,1,NYN,NL,54,5,1,0,0,0,0,0,0,0,1,4,0,0,0,0,0 +liebejo01,1997,1,PIT,NL,33,58,1,7,2,0,0,8,0,0,4,23,0,0,2,0,4 +liebemi01,1997,1,PHI,NL,134,455,59,112,27,1,20,77,3,4,44,76,1,4,0,7,10 +ligteke01,1997,1,ATL,NL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +limajo01,1997,1,HOU,NL,52,3,0,0,0,0,0,0,0,0,0,3,0,0,2,0,0 +lirafe01,1997,1,DET,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lirafe01,1997,2,SEA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +liriane01,1997,1,LAN,NL,76,88,10,20,6,0,1,11,0,0,6,12,1,0,2,1,1 +listapa01,1997,1,HOU,NL,52,132,13,24,2,2,0,6,4,2,11,24,2,1,5,2,7 +livinsc01,1997,1,SDN,NL,23,26,1,4,1,0,0,3,0,0,2,1,0,0,0,0,0 +livinsc01,1997,2,SLN,NL,42,41,3,7,1,0,0,3,1,0,1,10,0,0,0,2,1 +lloydgr01,1997,1,NYA,AL,46,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +loaizes01,1997,1,PIT,NL,33,60,4,10,1,0,0,5,0,0,1,17,0,0,8,0,1 +lockhke01,1997,1,ATL,NL,96,147,25,41,5,3,6,32,0,0,14,17,0,1,3,4,4 +loftoke01,1997,1,ATL,NL,122,493,90,164,20,6,5,48,27,20,64,83,5,2,2,3,10 +loiseri01,1997,1,PIT,NL,72,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +longjo01,1997,1,SDN,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +longry01,1997,1,KCA,AL,6,9,2,2,0,0,0,2,0,0,0,3,0,1,0,0,0 +lopezal02,1997,1,CLE,AL,37,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +lopezja01,1997,1,ATL,NL,123,414,52,122,28,1,23,68,1,1,40,82,10,5,1,4,9 +lopezlu02,1997,1,NYN,NL,78,178,19,48,12,1,1,19,2,4,12,42,2,4,2,0,2 +loretma01,1997,1,ML4,AL,132,418,56,120,17,5,5,47,5,5,47,60,2,2,5,10,15 +lorraan01,1997,1,OAK,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lowede01,1997,1,SEA,AL,12,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +lowede01,1997,2,BOS,AL,8,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +lowerte01,1997,1,CHN,NL,9,14,2,4,0,0,0,0,1,0,3,3,0,0,0,0,0 +lowese01,1997,1,SLN,NL,6,3,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +ludwier01,1997,1,SLN,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ludwier01,1997,2,OAK,AL,6,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +mabryjo01,1997,1,SLN,NL,116,388,40,110,19,0,5,36,0,1,39,77,9,3,2,2,11 +macfami01,1997,1,KCA,AL,82,257,34,61,14,2,8,35,0,2,24,47,3,6,3,1,4 +macharo01,1997,1,CHA,AL,10,15,1,3,0,1,0,2,0,0,1,6,0,0,1,0,0 +macksh01,1997,1,BOS,AL,60,130,13,41,7,0,3,17,2,1,9,24,1,3,2,2,3 +maddugr01,1997,1,ATL,NL,33,67,3,7,2,0,0,4,1,0,5,21,0,0,6,0,0 +maddumi01,1997,1,SEA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +madurca01,1997,1,PHI,NL,16,20,1,1,0,0,0,0,0,0,0,12,0,0,1,0,0 +magadda01,1997,1,OAK,AL,128,271,38,82,10,1,4,30,1,0,50,40,1,2,4,1,7 +mageewe01,1997,1,PHI,NL,38,115,7,23,4,0,1,9,1,4,9,20,1,0,0,2,8 +magnami01,1997,1,HOU,NL,40,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +mahayro01,1997,1,BOS,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mahompa01,1997,1,BOS,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +malavjo01,1997,1,BOS,AL,4,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,1 +malonse01,1997,1,ML4,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mantoje01,1997,1,CLE,AL,16,30,3,8,3,0,2,7,0,0,1,10,0,0,0,0,2 +manueba01,1997,1,NYN,NL,19,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +manwaki01,1997,1,COL,NL,104,337,22,76,6,4,1,27,1,5,30,78,0,2,4,2,10 +manzajo01,1997,1,SEA,AL,16,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +marreel01,1997,1,SLN,NL,17,45,4,11,2,0,2,7,4,0,2,13,1,0,0,1,1 +martial03,1997,1,PIT,NL,113,423,64,123,24,7,13,59,23,7,45,83,7,3,1,5,7 +martida01,1997,1,CHA,AL,145,504,78,144,16,6,12,55,12,6,55,69,7,3,5,6,4 +martide01,1997,1,SEA,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +martied01,1997,1,SEA,AL,155,542,104,179,35,1,28,108,2,4,119,86,11,11,0,6,21 +martife01,1997,1,KCA,AL,16,31,3,7,1,1,0,3,0,0,6,8,0,0,1,0,1 +martino01,1997,1,CHA,AL,71,213,24,64,7,1,2,27,1,4,6,31,0,0,0,0,2 +martipe02,1997,1,MON,NL,31,69,5,8,2,1,0,0,0,0,3,28,0,0,9,0,2 +martipe03,1997,1,CIN,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +martira02,1997,1,LAN,NL,22,42,5,8,1,0,0,1,0,0,0,11,0,0,5,0,0 +martisa01,1997,1,TOR,AL,3,2,1,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +martiti02,1997,1,NYA,AL,158,594,96,176,31,2,44,141,3,1,75,75,14,3,0,13,15 +martito02,1997,1,HOU,NL,55,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +marzajo01,1997,1,SEA,AL,39,87,7,25,3,0,1,10,0,0,7,15,0,0,2,0,2 +mashoda01,1997,1,OAK,AL,92,279,55,69,10,2,3,18,5,4,50,82,1,5,7,1,5 +mathemi01,1997,1,ML4,AL,123,320,29,78,16,1,4,32,0,1,17,68,0,7,9,3,9 +mathete01,1997,1,BAL,AL,57,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mathetj01,1997,1,SLN,NL,40,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mathetj01,1997,2,OAK,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mayda02,1997,1,ANA,AL,29,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +mayde01,1997,1,PHI,NL,83,149,8,34,5,1,1,13,4,1,8,26,3,0,0,1,4 +maynebr01,1997,1,OAK,AL,85,256,29,74,12,0,6,22,1,0,18,33,1,4,2,2,6 +mcandja01,1997,1,ML4,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mccargr01,1997,1,SEA,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mccraqu01,1997,1,COL,NL,147,325,69,95,11,1,3,36,28,11,42,62,0,1,6,1,6 +mccurje01,1997,1,COL,NL,33,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +mcdilal01,1997,1,KCA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcdonbe01,1997,1,ML4,AL,21,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +mcdonja02,1997,1,OAK,AL,78,236,47,62,11,4,4,14,13,8,36,49,0,1,2,1,0 +mcdowja01,1997,1,CLE,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcelrch01,1997,1,ANA,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcelrch01,1997,2,CHA,AL,49,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcgeewi01,1997,1,SLN,NL,122,300,29,90,19,4,3,38,8,2,22,59,2,0,0,1,6 +mcgrato01,1997,1,SLN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcgrifr01,1997,1,ATL,NL,152,564,77,156,25,1,22,97,5,0,68,112,4,4,0,5,22 +mcguiry01,1997,1,MON,NL,84,199,22,51,15,2,3,17,1,4,19,34,1,0,3,1,3 +mcgwima01,1997,1,OAK,AL,105,366,48,104,24,0,34,81,1,0,58,98,8,4,0,5,9 +mcgwima01,1997,2,SLN,NL,51,174,38,44,3,0,24,42,2,0,43,61,8,5,0,2,0 +mckeewa01,1997,1,BOS,AL,5,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +mclemma01,1997,1,TEX,AL,89,349,47,91,17,2,1,25,7,5,40,54,1,2,6,2,5 +mcmicgr01,1997,1,NYN,NL,73,3,0,2,0,0,0,0,0,0,0,1,0,0,0,0,0 +mcmilbi01,1997,1,FLO,NL,13,18,0,2,1,0,0,1,0,0,0,7,0,0,0,0,0 +mcmilbi01,1997,2,PHI,NL,24,72,10,21,4,1,2,13,2,1,6,17,0,0,0,3,1 +mcraebr01,1997,1,CHN,NL,108,417,63,100,27,5,6,28,14,6,52,62,2,4,3,1,11 +mcraebr01,1997,2,NYN,NL,45,145,23,36,5,2,5,15,3,4,13,22,0,2,1,1,2 +mearepa01,1997,1,MIN,AL,134,439,63,121,23,3,10,60,7,7,18,86,0,16,3,7,9 +mecirji01,1997,1,NYA,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mejiaro02,1997,1,SLN,NL,7,14,0,1,1,0,0,2,0,0,0,5,0,0,1,1,0 +mendoca01,1997,1,NYN,NL,15,12,6,3,0,0,0,1,0,0,4,2,0,2,0,0,0 +mendora01,1997,1,NYA,AL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +menhapa01,1997,1,SDN,NL,9,12,0,0,0,0,0,0,0,0,0,4,0,0,2,0,0 +mercehe01,1997,1,TEX,AL,23,47,4,10,4,0,0,4,0,0,6,25,0,0,3,0,0 +mercejo02,1997,1,ML4,AL,29,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +merceor01,1997,1,TOR,AL,98,368,45,98,23,2,9,40,7,3,47,62,1,3,0,2,6 +merckke01,1997,1,CIN,NL,31,45,3,7,1,1,0,1,0,0,4,23,0,0,4,0,0 +mesajo01,1997,1,CLE,AL,66,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +meulehe01,1997,1,MON,NL,16,24,6,7,1,0,2,6,0,1,4,10,0,0,0,1,0 +micelda01,1997,1,DET,AL,71,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mieskma01,1997,1,ML4,AL,84,253,39,63,15,3,5,21,1,0,19,50,2,0,0,1,12 +milleda02,1997,1,MIN,AL,25,66,5,18,1,0,2,13,0,0,2,12,0,0,0,3,2 +milleku01,1997,1,FLO,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +milleor01,1997,1,DET,AL,50,111,13,26,7,1,2,10,1,0,5,24,0,4,1,1,1 +milletr01,1997,1,MIN,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +millira02,1997,1,FLO,NL,8,30,2,6,0,0,0,2,1,1,3,3,0,2,1,0,2 +millsal01,1997,1,BAL,AL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +millwke01,1997,1,ATL,NL,12,12,0,0,0,0,0,0,0,0,1,8,0,0,1,0,0 +mimbsmi01,1997,1,PHI,NL,17,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +minchna01,1997,1,COL,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +minorbl01,1997,1,HOU,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mirabdo01,1997,1,SFN,NL,6,7,0,1,0,0,0,0,0,0,1,3,0,0,0,0,0 +miranan01,1997,1,ML4,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +misurmi01,1997,1,ML4,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mitchke01,1997,1,CLE,AL,20,59,7,9,1,0,4,11,1,0,9,11,2,1,0,0,2 +mlickda01,1997,1,NYN,NL,33,48,3,9,3,0,0,3,0,0,3,22,0,0,3,1,1 +moehlbr01,1997,1,DET,AL,31,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +mohlemi01,1997,1,OAK,AL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +moliniz01,1997,1,OAK,AL,48,111,6,22,3,1,3,7,0,0,3,17,0,0,1,0,1 +molitpa01,1997,1,MIN,AL,135,538,63,164,32,4,10,89,11,4,45,73,8,0,2,12,8 +mondera01,1997,1,LAN,NL,159,616,95,191,42,5,30,87,32,15,44,105,7,6,1,3,11 +montgje01,1997,1,KCA,AL,55,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +montgra01,1997,1,HOU,NL,29,68,8,16,4,1,0,4,0,0,5,18,0,0,0,3,2 +montgst01,1997,1,OAK,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +moodyer01,1997,1,TEX,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +moranmi01,1997,1,PHI,NL,150,553,83,163,40,2,1,39,16,13,62,91,0,8,12,5,8 +mordemi01,1997,1,ATL,NL,61,81,8,14,2,1,0,3,0,1,6,16,0,0,1,1,4 +morelra01,1997,1,PIT,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +morelra01,1997,2,CHN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +morgake01,1997,1,NYN,NL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +morgami01,1997,1,CIN,NL,31,44,1,4,0,1,0,2,0,0,0,14,0,1,9,0,0 +mormaal01,1997,1,CLE,AL,34,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mormaru01,1997,1,FLO,NL,4,7,3,2,1,0,1,2,1,0,0,2,0,0,0,0,0 +morriha02,1997,1,CIN,NL,96,333,42,92,20,1,1,33,3,1,23,43,2,3,4,1,10 +morrima01,1997,1,SLN,NL,34,73,4,15,2,0,0,6,0,1,5,36,0,0,2,0,0 +mosquju01,1997,1,TOR,AL,3,8,0,2,1,0,0,0,0,0,0,2,0,0,0,0,0 +moutoja01,1997,1,HOU,NL,86,180,24,38,9,1,3,23,9,7,18,30,0,2,2,2,3 +moutoly01,1997,1,CHA,AL,88,242,26,65,9,0,5,23,4,4,14,66,1,1,0,3,8 +moyerja01,1997,1,SEA,AL,30,3,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +muellbi02,1997,1,SFN,NL,128,390,51,114,26,3,7,44,4,3,48,71,1,3,6,6,10 +mulhote01,1997,1,CHN,NL,25,49,0,8,2,0,0,2,0,0,0,24,0,0,3,0,0 +mulhote01,1997,2,SFN,NL,15,6,1,1,1,0,0,0,0,0,0,3,0,0,1,0,0 +munozbo01,1997,1,PHI,NL,8,10,2,3,1,0,0,1,0,0,0,1,0,0,1,0,0 +munozmi01,1997,1,COL,NL,64,1,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +murraed02,1997,1,ANA,AL,46,160,13,35,7,0,3,15,1,0,13,24,0,0,0,3,8 +murraed02,1997,2,LAN,NL,9,7,0,2,0,0,0,3,0,0,2,2,0,0,0,0,2 +murrahe01,1997,1,SDN,NL,17,6,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +mussimi01,1997,1,BAL,AL,33,4,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +myersgr01,1997,1,MIN,AL,62,165,24,44,11,1,5,28,0,0,16,29,2,0,0,2,4 +myersgr01,1997,2,ATL,NL,9,9,0,1,0,0,0,1,0,0,1,3,0,0,0,0,0 +myersmi01,1997,1,DET,AL,88,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +myersra01,1997,1,BAL,AL,61,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +myersro01,1997,1,CHN,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +myersro02,1997,1,KCA,AL,31,101,14,26,7,0,2,9,4,0,17,22,0,1,2,0,2 +naehrti01,1997,1,BOS,AL,70,259,38,74,18,1,9,40,1,1,38,40,0,1,0,3,10 +nagych01,1997,1,CLE,AL,34,5,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +natalro01,1997,1,FLO,NL,4,4,2,2,1,0,1,3,0,0,2,0,0,0,0,1,0 +naultda01,1997,1,MIN,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +navarja01,1997,1,CHA,AL,33,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1 +neaglde01,1997,1,ATL,NL,34,72,6,11,1,0,1,7,0,0,4,35,0,0,9,0,1 +nelsoje01,1997,1,NYA,AL,77,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nenro01,1997,1,FLO,NL,73,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nevinph01,1997,1,DET,AL,93,251,32,59,16,1,9,35,0,1,25,68,1,1,0,1,5 +newfima01,1997,1,ML4,AL,50,157,14,36,8,0,1,18,0,0,14,27,0,2,0,3,4 +newsowa01,1997,1,TEX,AL,81,169,23,36,10,1,10,23,3,0,31,53,2,0,0,1,4 +nieveme01,1997,1,DET,AL,116,359,46,82,18,1,20,64,1,7,39,157,6,5,0,2,3 +nilssda01,1997,1,ML4,AL,156,554,71,154,33,0,20,81,2,3,65,88,8,2,1,7,7 +nixonot01,1997,1,TOR,AL,103,401,54,105,12,1,1,26,47,10,52,54,0,0,6,5,10 +nixonot01,1997,2,LAN,NL,42,175,30,48,6,2,1,18,12,2,13,24,0,0,2,1,2 +nomohi01,1997,1,LAN,NL,33,69,3,11,5,0,0,2,0,0,1,32,0,0,5,0,0 +nortogr01,1997,1,CHA,AL,18,34,5,9,2,2,0,1,0,0,2,8,0,0,1,0,0 +nunezab01,1997,1,PIT,NL,19,40,3,9,2,2,0,6,1,0,3,10,0,1,0,1,1 +nunnajo01,1997,1,KCA,AL,13,29,8,7,0,1,1,4,0,0,5,7,0,0,0,0,0 +nunnajo01,1997,2,CIN,NL,65,201,38,64,12,3,13,35,7,3,26,51,0,2,1,1,2 +nyery01,1997,1,PHI,NL,4,2,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +obandsh01,1997,1,MON,NL,41,47,3,6,1,0,2,9,0,0,6,14,0,1,0,0,0 +obriech01,1997,1,TOR,AL,69,225,22,49,15,1,4,27,0,2,22,45,1,11,3,6,6 +ochoaal01,1997,1,NYN,NL,113,238,31,58,14,1,3,22,3,4,18,32,0,2,2,2,7 +offerjo01,1997,1,KCA,AL,106,424,59,126,23,6,2,39,9,10,41,64,3,0,6,0,5 +ogeach01,1997,1,CLE,AL,21,2,0,0,0,0,0,0,0,0,0,1,0,0,2,0,0 +ojalaki01,1997,1,FLO,NL,7,7,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +oleartr01,1997,1,BOS,AL,146,499,65,154,32,4,15,80,0,5,39,70,7,2,1,4,13 +olerujo01,1997,1,NYN,NL,154,524,90,154,34,1,22,102,0,0,85,67,5,13,0,8,19 +olivaom01,1997,1,DET,AL,22,3,2,2,0,1,0,0,0,0,0,0,0,0,0,0,0 +olivaom01,1997,2,SEA,AL,13,2,0,1,0,0,0,2,0,0,0,1,0,0,0,0,0 +oliveda02,1997,1,TEX,AL,32,2,1,1,0,0,0,2,0,0,0,1,0,1,0,0,0 +olivejo01,1997,1,CIN,NL,111,349,28,90,13,0,14,43,1,3,25,58,1,5,2,5,7 +olsongr01,1997,1,MIN,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +olsongr01,1997,2,KCA,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +oneilpa01,1997,1,NYA,AL,149,553,89,179,42,0,21,117,10,7,75,92,8,0,0,9,16 +oquismi01,1997,1,OAK,AL,21,4,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0 +ordazlu01,1997,1,SLN,NL,12,22,3,6,1,0,0,1,3,0,1,2,0,0,0,0,0 +ordonma01,1997,1,CHA,AL,21,69,12,22,6,0,4,11,1,2,2,8,0,0,1,0,1 +ordonre01,1997,1,NYN,NL,120,356,35,77,5,3,1,33,11,5,18,36,3,1,14,2,10 +orieke01,1997,1,CHN,NL,114,364,40,100,23,5,8,44,2,2,39,57,3,5,3,4,13 +oroscje01,1997,1,BAL,AL,71,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +orsuljo01,1997,1,MON,NL,106,150,13,34,12,1,1,7,0,1,18,17,0,0,2,0,2 +ortizda01,1997,1,MIN,AL,15,49,10,16,3,0,1,6,0,0,2,19,0,0,0,0,1 +osbordo01,1997,1,SLN,NL,14,24,2,5,1,0,0,2,1,0,0,6,0,0,1,0,0 +osikke01,1997,1,PIT,NL,49,105,10,27,9,1,0,7,0,1,9,21,1,1,2,0,1 +osunaan01,1997,1,LAN,NL,48,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +oterori01,1997,1,PHI,NL,50,151,20,38,6,2,0,3,0,3,19,15,0,1,3,0,2 +owenser01,1997,1,CIN,NL,27,57,8,15,0,0,0,3,3,2,4,11,0,0,0,0,2 +pagnoto01,1997,1,SLN,NL,25,50,4,11,3,0,1,8,0,0,1,7,0,0,0,0,2 +paintla01,1997,1,SLN,NL,14,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +palldo01,1997,1,FLO,NL,2,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +palmede01,1997,1,TEX,AL,94,355,47,87,21,0,14,55,1,0,26,84,2,1,1,3,4 +palmede01,1997,2,KCA,AL,49,187,23,52,10,1,9,31,1,2,15,50,0,2,0,2,3 +palmeor01,1997,1,ANA,AL,74,134,19,29,2,2,0,8,2,2,17,11,1,1,3,1,4 +palmera01,1997,1,BAL,AL,158,614,95,156,24,2,38,110,5,2,67,109,7,5,0,6,14 +paniajo01,1997,1,MON,NL,9,5,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +paquecr01,1997,1,KCA,AL,77,252,26,58,15,1,8,33,2,2,10,57,0,2,1,2,13 +parenma01,1997,1,PHI,NL,39,113,4,17,3,0,0,8,0,1,7,39,0,0,0,1,3 +parkch01,1997,1,LAN,NL,32,51,5,9,4,0,0,2,0,0,4,21,0,0,11,0,0 +pattebo01,1997,1,CHN,NL,76,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +patteda04,1997,1,TEX,AL,54,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pavliro01,1997,1,TEX,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pemberu01,1997,1,BOS,AL,27,63,8,15,2,0,2,10,0,0,4,13,0,3,0,0,0 +penato01,1997,1,CHA,AL,31,67,4,11,1,0,0,8,0,0,8,13,0,0,0,1,3 +penato01,1997,2,HOU,NL,9,19,2,4,3,0,0,2,0,0,2,3,0,0,0,1,0 +pendlte01,1997,1,CIN,NL,50,113,11,28,9,0,1,17,2,1,12,14,1,0,0,0,1 +percitr01,1997,1,ANA,AL,55,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +perezca01,1997,1,MON,NL,33,64,3,11,2,0,1,2,0,0,2,31,0,0,5,0,0 +perezed01,1997,1,CIN,NL,106,297,44,75,18,0,16,52,5,1,29,76,1,2,0,2,6 +perezed02,1997,1,ATL,NL,73,191,20,41,5,0,6,18,0,1,10,35,0,2,1,2,8 +perezmi01,1997,1,KCA,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +perezne01,1997,1,COL,NL,83,313,46,91,13,10,5,31,4,3,21,43,4,1,5,4,3 +perezro01,1997,1,TOR,AL,37,78,4,15,4,1,2,6,0,0,0,16,0,0,0,0,2 +perezto03,1997,1,TOR,AL,40,123,9,24,3,2,0,9,1,1,11,28,0,1,3,0,2 +perezyo01,1997,1,NYN,NL,9,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +perisma01,1997,1,ANA,AL,11,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +persoro01,1997,1,TOR,AL,23,4,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +petagro01,1997,1,NYN,NL,12,15,2,1,0,0,0,2,0,0,3,6,0,0,0,0,0 +peterch01,1997,1,PIT,NL,31,4,0,1,0,0,0,2,0,0,0,2,0,0,0,0,0 +petkoma01,1997,1,SLN,NL,55,11,0,1,0,0,0,0,0,0,1,2,0,0,1,0,1 +pettian01,1997,1,NYA,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +philljr01,1997,1,HOU,NL,13,15,2,2,0,0,1,4,0,0,0,7,0,0,0,1,0 +phillto02,1997,1,CHA,AL,36,129,23,40,6,0,2,9,4,1,29,29,0,1,2,0,3 +phillto02,1997,2,ANA,AL,105,405,73,107,28,2,6,48,9,9,73,89,5,2,3,4,8 +piazzmi01,1997,1,LAN,NL,152,556,104,201,32,1,40,124,5,1,69,77,11,3,0,5,19 +pichahi01,1997,1,KCA,AL,47,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +piscima01,1997,1,CHN,NL,24,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +pittsji01,1997,1,KCA,AL,21,2,0,1,1,0,0,0,0,0,0,1,0,0,0,0,0 +planter01,1997,1,PHI,NL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +plantph01,1997,1,SDN,NL,10,8,0,1,0,0,0,0,0,0,2,3,0,0,0,0,0 +plantph01,1997,2,SLN,NL,42,113,13,29,8,0,5,18,0,3,11,27,1,3,0,2,5 +plesada01,1997,1,TOR,AL,73,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +plunker01,1997,1,CLE,AL,56,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +polcoke01,1997,1,PIT,NL,84,245,37,67,16,1,4,21,2,2,21,45,4,9,2,2,11 +pooleji02,1997,1,SFN,NL,63,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +portuma01,1997,1,PHI,NL,3,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +posadjo01,1997,1,NYA,AL,60,188,29,47,12,0,6,25,1,2,30,33,2,3,1,2,2 +posesc01,1997,1,NYA,AL,54,87,19,19,2,1,0,5,3,1,9,11,0,0,0,0,1 +powelda01,1997,1,SFN,NL,27,39,8,12,1,0,1,3,1,1,4,11,0,0,1,0,0 +powelja04,1997,1,FLO,NL,74,4,0,2,0,0,0,1,0,0,0,1,0,0,0,0,1 +pozoar01,1997,1,BOS,AL,4,15,0,4,1,0,0,3,0,0,0,5,0,0,1,1,0 +prattto02,1997,1,NYN,NL,39,106,12,30,6,0,2,19,0,1,13,32,0,2,0,0,1 +pridecu01,1997,1,DET,AL,79,162,21,34,4,4,2,19,6,4,24,45,1,1,2,1,4 +pridecu01,1997,2,BOS,AL,2,2,1,1,0,0,1,1,0,0,0,1,0,0,0,0,0 +prietar01,1997,1,OAK,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +princto01,1997,1,LAN,NL,47,100,17,22,5,0,3,14,0,0,5,15,0,3,4,1,2 +pughti01,1997,1,DET,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pulliha01,1997,1,COL,NL,59,67,15,19,3,0,3,9,0,1,5,15,0,0,0,0,2 +quantpa01,1997,1,TOR,AL,77,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +raabebr01,1997,1,SEA,AL,2,3,0,0,0,0,0,0,0,0,1,2,0,0,0,0,0 +raabebr01,1997,2,COL,NL,2,3,0,1,0,0,0,0,0,0,0,1,0,0,1,0,0 +radinsc01,1997,1,LAN,NL,75,4,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +radkebr01,1997,1,MIN,AL,35,3,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +raggibr01,1997,1,SLN,NL,15,3,0,0,0,0,0,1,0,0,0,0,0,0,1,0,1 +raineti01,1997,1,NYA,AL,74,271,56,87,20,2,4,38,8,5,41,34,0,0,0,6,4 +ramirma02,1997,1,CLE,AL,150,561,99,184,40,0,26,88,2,3,79,115,5,7,0,4,19 +ramosed01,1997,1,PHI,NL,4,3,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +ramoske01,1997,1,HOU,NL,14,12,0,0,0,0,0,1,0,0,2,0,0,0,0,1,1 +randajo01,1997,1,PIT,NL,126,443,58,134,27,9,7,60,4,2,41,64,1,6,4,5,10 +rapppa01,1997,1,FLO,NL,19,35,3,5,0,0,1,2,0,0,0,12,0,0,4,0,0 +rapppa01,1997,2,SFN,NL,8,12,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +rebouje01,1997,1,BAL,AL,99,228,26,54,9,0,4,27,3,0,23,44,0,1,11,2,3 +reedje02,1997,1,COL,NL,90,256,43,76,10,0,17,47,2,1,35,55,1,2,5,0,8 +reedjo01,1997,1,DET,AL,52,112,6,22,2,0,0,8,3,2,10,15,0,3,3,1,2 +reedri01,1997,1,NYN,NL,33,57,6,10,5,0,1,5,0,0,3,18,0,0,6,0,0 +reedst01,1997,1,COL,NL,63,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reesepo01,1997,1,CIN,NL,128,397,48,87,15,0,4,26,25,7,31,82,2,5,4,0,1 +rekarbr01,1997,1,COL,NL,2,4,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +relafde01,1997,1,PHI,NL,15,38,3,7,1,2,0,6,3,0,5,6,0,0,1,0,0 +remlimi01,1997,1,CIN,NL,71,21,1,2,2,0,0,6,0,0,2,11,0,0,3,0,0 +renteed01,1997,1,FLO,NL,154,617,90,171,21,3,4,52,32,15,45,108,1,4,19,6,17 +reyesal01,1997,1,ML4,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reyesca01,1997,1,OAK,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reyesde01,1997,1,LAN,NL,14,9,1,0,0,0,0,0,1,0,1,5,0,0,1,0,0 +reynoar02,1997,1,NYN,NL,16,29,3,7,0,0,1,3,0,0,2,15,0,0,0,1,0 +reynosh01,1997,1,HOU,NL,30,53,3,6,3,0,0,2,0,0,2,31,0,0,7,0,0 +rhodear01,1997,1,BAL,AL,54,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +rigbybr01,1997,1,OAK,AL,14,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +riggsad01,1997,1,LAN,NL,9,20,3,4,1,0,0,1,1,0,4,3,1,0,0,0,0 +rincori01,1997,1,PIT,NL,62,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +riosda01,1997,1,NYA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ripkebi01,1997,1,TEX,AL,71,203,18,56,9,1,3,24,0,1,9,32,0,0,1,5,7 +ripkeca01,1997,1,BAL,AL,162,615,79,166,30,0,17,84,1,0,56,73,3,5,0,10,19 +rislebi01,1997,1,TOR,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ritchto01,1997,1,MIN,AL,42,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +ritzke01,1997,1,COL,NL,18,35,4,2,0,0,0,0,1,0,4,15,0,0,2,0,0 +riverlu01,1997,1,HOU,NL,7,13,2,3,0,1,0,3,0,0,1,6,0,0,1,0,0 +riverma01,1997,1,NYA,AL,66,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +riverru01,1997,1,SDN,NL,17,20,2,5,1,0,0,1,2,1,2,9,0,0,0,0,0 +roajo01,1997,1,SFN,NL,28,15,0,2,0,0,0,0,0,0,1,5,0,0,0,0,0 +roberbi01,1997,1,KCA,AL,97,346,44,107,17,2,1,36,15,3,21,53,2,1,1,3,6 +roberbi01,1997,2,CLE,AL,23,85,19,23,3,0,3,8,3,0,7,14,0,2,0,2,1 +robermi01,1997,1,PHI,NL,22,38,3,8,2,1,0,4,1,0,0,6,0,3,0,0,0 +roberri02,1997,1,MIN,AL,31,5,0,1,0,0,0,0,0,0,0,2,0,0,0,0,1 +robinke01,1997,1,TOR,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodrial01,1997,1,SEA,AL,141,587,100,176,40,3,23,84,29,6,41,99,1,5,4,1,14 +rodrife01,1997,1,CIN,NL,26,3,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +rodrifr02,1997,1,MIN,AL,43,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodrihe02,1997,1,MON,NL,132,476,55,116,28,3,26,83,3,3,42,149,5,2,0,3,6 +rodriiv01,1997,1,TEX,AL,150,597,98,187,34,4,20,77,7,3,38,89,7,8,1,4,18 +rodrine01,1997,1,BAL,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodriri02,1997,1,SFN,NL,71,3,1,1,0,0,0,0,0,0,1,1,0,0,0,0,0 +rogerke01,1997,1,NYA,AL,31,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rohrmda01,1997,1,SEA,AL,7,9,4,3,0,0,0,2,0,0,2,4,0,0,0,0,0 +rojasme01,1997,1,CHN,NL,54,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rojasme01,1997,2,NYN,NL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rolensc01,1997,1,PHI,NL,156,561,93,159,35,3,21,92,16,6,76,138,4,13,0,7,6 +romerma01,1997,1,SDN,NL,21,48,7,10,0,0,2,4,1,0,2,18,0,0,0,0,1 +rosadjo01,1997,1,KCA,AL,34,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +rosarme01,1997,1,BAL,AL,4,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +rosebr01,1997,1,BOS,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rosepe02,1997,1,CIN,NL,11,14,2,2,0,0,0,0,0,0,2,9,0,0,0,0,0 +ruebema01,1997,1,PIT,NL,44,7,0,0,0,0,0,0,0,0,0,7,0,0,1,0,0 +rueteki01,1997,1,SFN,NL,32,65,5,9,0,0,0,5,0,0,3,14,0,0,7,0,1 +ruffcsc01,1997,1,PHI,NL,18,6,0,0,0,0,0,0,0,0,1,6,0,0,1,0,0 +ruffibr01,1997,1,COL,NL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ruschgl01,1997,1,KCA,AL,30,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +ryanke01,1997,1,PHI,NL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +saberbr01,1997,1,BOS,AL,6,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sageraj01,1997,1,DET,AL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sagmoma01,1997,1,TEX,AL,21,43,2,6,2,0,1,4,0,0,2,13,0,0,0,1,1 +salmoti01,1997,1,ANA,AL,157,582,95,172,28,1,33,129,9,12,95,142,5,7,0,11,7 +samueju01,1997,1,TOR,AL,45,95,13,27,5,4,3,15,5,3,10,28,0,2,1,0,2 +sanchre01,1997,1,CHN,NL,97,205,14,51,9,0,1,12,4,2,11,26,2,0,4,0,7 +sanchre01,1997,2,NYA,AL,38,138,21,43,12,0,1,15,0,4,5,21,0,1,5,1,1 +sandbry01,1997,1,CHN,NL,135,447,54,118,26,0,12,64,7,4,28,94,3,2,0,3,5 +sandede02,1997,1,CIN,NL,115,465,53,127,13,7,5,23,56,13,34,67,2,6,2,2,4 +sandere02,1997,1,CIN,NL,86,312,52,79,19,2,19,56,13,7,42,93,3,3,1,0,9 +sandesc02,1997,1,SEA,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sandesc02,1997,2,DET,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +santafp01,1997,1,MON,NL,130,350,56,87,19,5,5,31,8,5,50,73,1,25,12,3,1 +santaju01,1997,1,TEX,AL,30,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +santibe01,1997,1,TOR,AL,97,341,31,83,10,0,13,42,1,0,17,80,1,2,1,5,10 +santijo03,1997,1,KCA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +saundto01,1997,1,FLO,NL,22,37,2,3,0,0,1,1,0,0,2,19,0,0,1,0,0 +scarsst01,1997,1,SLN,NL,5,10,0,1,0,0,0,0,1,0,2,5,0,0,0,0,0 +schilcu01,1997,1,PHI,NL,35,81,4,14,1,0,0,1,1,0,1,32,0,0,12,1,3 +schmija01,1997,1,PIT,NL,32,56,2,6,2,0,0,2,0,0,2,26,0,0,9,0,1 +schoupe01,1997,1,CIN,NL,19,24,1,4,0,0,1,2,1,0,0,8,0,0,6,0,1 +scottti01,1997,1,SDN,NL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +scottti01,1997,2,COL,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sefcike01,1997,1,PHI,NL,61,119,11,32,3,0,2,6,1,2,4,9,0,1,7,0,4 +seguida01,1997,1,MON,NL,125,459,75,141,22,3,21,68,1,0,57,66,12,1,0,6,9 +seitzke01,1997,1,CLE,AL,64,198,27,53,14,0,2,24,0,0,18,25,0,0,2,2,6 +seleaa01,1997,1,BOS,AL,33,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +serafda01,1997,1,MIN,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +servasc01,1997,1,CHN,NL,122,385,36,100,21,0,6,45,0,1,24,56,7,6,7,3,7 +servisc01,1997,1,CIN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +servisc01,1997,2,KCA,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sexsori01,1997,1,CLE,AL,5,11,1,3,0,0,0,0,0,0,0,2,0,0,0,0,2 +shawje01,1997,1,CIN,NL,78,3,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +sheafda01,1997,1,SLN,NL,76,132,10,33,5,0,0,11,1,0,8,17,0,1,4,1,10 +sheetan01,1997,1,SEA,AL,32,89,18,22,3,0,4,9,2,0,7,34,0,0,5,1,1 +sheffga01,1997,1,FLO,NL,135,444,86,111,22,1,21,71,11,7,121,79,11,15,0,2,7 +sheldsc01,1997,1,OAK,AL,13,24,2,6,0,0,1,2,0,0,1,6,0,1,1,0,0 +shiplcr01,1997,1,SDN,NL,63,139,22,38,9,0,5,19,1,1,7,20,0,0,1,1,1 +shueypa01,1997,1,CLE,AL,40,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +shumpte01,1997,1,SDN,NL,13,33,4,9,3,0,1,6,0,0,3,4,0,0,0,1,1 +sierrru01,1997,1,CIN,NL,25,90,6,22,5,1,2,7,0,0,6,21,1,0,0,0,1 +sierrru01,1997,2,TOR,AL,14,48,4,10,0,2,1,5,0,0,3,13,1,0,0,1,0 +silvajo01,1997,1,PIT,NL,11,7,1,1,0,0,0,0,0,0,0,4,0,0,3,0,0 +silveda01,1997,1,TEX,AL,2,4,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +simasbi01,1997,1,CHA,AL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +simmsmi01,1997,1,TEX,AL,59,111,13,28,8,0,5,22,0,1,8,27,1,0,0,2,3 +simonra01,1997,1,ATL,NL,13,14,2,6,1,0,0,1,0,0,1,2,0,0,0,0,1 +sirotmi01,1997,1,CHA,AL,7,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +slaugdo01,1997,1,SDN,NL,20,20,2,0,0,0,0,0,0,0,5,4,0,0,1,0,1 +slocuhe01,1997,1,BOS,AL,49,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +slocuhe01,1997,2,SEA,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smallaa01,1997,1,OAK,AL,71,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smilejo01,1997,1,CIN,NL,20,40,0,4,1,0,0,2,0,0,0,10,0,0,2,0,2 +smilejo01,1997,2,CLE,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithle02,1997,1,MON,NL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithma03,1997,1,PIT,NL,71,193,29,55,13,1,9,35,3,1,28,36,1,0,0,1,3 +smithpe02,1997,1,SDN,NL,38,30,2,5,1,1,0,3,0,0,1,16,0,0,6,0,0 +smoltjo01,1997,1,ATL,NL,36,79,10,18,3,0,0,4,1,1,9,22,0,0,6,0,0 +snopech01,1997,1,CHA,AL,86,298,27,65,15,0,5,35,3,2,18,51,0,1,4,2,4 +snowjt01,1997,1,SFN,NL,157,531,81,149,36,1,28,104,6,4,96,124,13,1,2,7,8 +sodowcl01,1997,1,PIT,NL,45,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +sojolu01,1997,1,NYA,AL,77,215,27,66,6,1,2,25,3,1,16,14,0,1,5,2,5 +sorrepa01,1997,1,SEA,AL,146,457,68,123,19,0,31,80,0,2,51,112,9,3,0,2,13 +sosasa01,1997,1,CHN,NL,162,642,90,161,31,4,36,119,22,12,45,174,9,2,0,5,16 +spehrti01,1997,1,KCA,AL,17,35,3,6,0,0,1,2,0,0,2,12,0,1,0,0,0 +spehrti01,1997,2,ATL,NL,8,14,2,3,1,0,1,4,1,0,0,4,0,0,0,0,0 +spierbi01,1997,1,HOU,NL,132,291,51,93,27,4,4,48,10,5,61,42,6,1,1,1,4 +spiezsc01,1997,1,OAK,AL,147,538,58,131,28,4,14,65,9,3,44,75,2,1,3,4,13 +spoljpa01,1997,1,TOR,AL,37,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +spoljpa01,1997,2,SEA,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +spradje01,1997,1,PHI,NL,76,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +spraged02,1997,1,TOR,AL,138,504,63,115,29,4,14,48,0,1,51,102,0,6,0,1,10 +sprinde01,1997,1,ANA,AL,32,3,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +sprinru01,1997,1,HOU,NL,54,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stahosc01,1997,1,MIN,AL,91,275,33,63,17,0,10,33,5,2,24,73,1,6,0,4,7 +stairma01,1997,1,OAK,AL,133,352,62,105,19,0,27,73,3,2,50,60,1,3,1,4,6 +staniro01,1997,1,FLO,NL,36,3,1,2,1,0,0,1,0,0,0,0,0,1,0,0,0 +stankan01,1997,1,MON,NL,76,107,11,24,9,0,1,5,1,1,4,22,0,0,7,1,1 +stanlmi02,1997,1,BOS,AL,97,260,45,78,17,0,13,53,0,1,39,50,0,6,0,7,9 +stanlmi02,1997,2,NYA,AL,28,87,16,25,8,0,3,12,0,0,15,22,4,0,0,1,4 +stantmi02,1997,1,NYA,AL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +steinte01,1997,1,MIN,AL,122,447,60,111,27,1,12,54,6,1,35,106,2,1,0,4,14 +stephga01,1997,1,PHI,NL,20,32,0,3,1,0,0,1,0,0,1,16,0,0,5,0,0 +steveda01,1997,1,MIN,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +steveda01,1997,2,CHN,NL,10,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stevele01,1997,1,TEX,AL,137,426,58,128,24,2,21,74,1,3,23,83,2,1,1,3,18 +stewaan01,1997,1,KCA,AL,5,8,1,2,1,0,0,0,0,0,0,0,0,0,0,0,1 +stewash01,1997,1,TOR,AL,44,168,25,48,13,7,0,22,10,3,19,24,1,4,0,2,3 +stinnke01,1997,1,ML4,AL,30,36,2,9,4,0,0,3,0,0,3,9,0,0,0,0,0 +stockke01,1997,1,PHI,NL,149,504,51,134,23,5,4,40,11,6,51,91,7,2,2,1,14 +stottto01,1997,1,SLN,NL,29,55,6,13,4,1,0,4,0,0,8,13,0,0,5,0,0 +strando01,1997,1,MON,NL,118,327,40,84,16,2,12,47,0,2,36,76,9,2,5,2,4 +strawda01,1997,1,NYA,AL,11,29,1,3,1,0,0,2,0,0,3,9,0,0,0,0,2 +stullev01,1997,1,MON,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +sturtta01,1997,1,TEX,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stynech01,1997,1,CIN,NL,49,198,31,69,7,1,6,28,11,2,11,13,1,4,2,0,5 +sullisc01,1997,1,CIN,NL,59,7,0,0,0,0,0,0,0,0,0,4,0,0,2,0,0 +suppaje01,1997,1,BOS,AL,23,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +surhobj01,1997,1,BAL,AL,147,528,80,150,30,4,18,88,1,1,49,60,14,5,3,10,7 +suttola01,1997,1,KCA,AL,27,69,9,20,2,0,2,8,0,0,5,12,0,0,1,0,0 +sveumda01,1997,1,PIT,NL,126,306,30,80,20,1,12,47,0,3,27,81,2,0,4,2,8 +swartda01,1997,1,CHN,NL,2,4,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +sweenma01,1997,1,SLN,NL,44,61,5,13,3,0,0,4,0,1,9,14,1,1,1,1,2 +sweenma01,1997,2,SDN,NL,71,103,11,33,4,0,2,19,2,2,11,18,0,0,0,1,1 +sweenmi01,1997,1,KCA,AL,84,240,30,58,8,0,7,31,3,2,17,33,0,6,1,2,8 +swiftbi02,1997,1,COL,NL,16,19,2,4,1,0,0,2,0,0,4,4,0,1,4,0,1 +swindgr01,1997,1,MIN,AL,65,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tabakje01,1997,1,CIN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tapanke01,1997,1,CHN,NL,13,22,2,3,0,0,0,0,1,0,2,12,0,0,4,0,1 +tarasto01,1997,1,BAL,AL,100,166,26,34,8,1,7,26,2,2,25,33,1,1,1,0,3 +tartada01,1997,1,PHI,NL,3,7,2,0,0,0,0,0,0,0,4,4,0,0,0,0,0 +tatisfe01,1997,1,TEX,AL,60,223,29,57,9,0,8,29,3,0,14,42,0,0,2,2,6 +tatisra01,1997,1,CHN,NL,56,3,0,0,0,0,0,0,0,0,1,3,0,0,0,0,0 +taubeed01,1997,1,CIN,NL,108,254,26,68,18,0,10,34,0,1,22,66,2,1,1,5,2 +tavarje01,1997,1,BOS,AL,42,69,12,12,3,1,0,9,0,0,4,9,0,0,0,1,2 +tavarju01,1997,1,SFN,NL,89,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +taylobi04,1997,1,OAK,AL,72,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tejadmi01,1997,1,OAK,AL,26,99,10,20,3,2,2,10,2,0,2,22,0,3,0,0,3 +telemam01,1997,1,CHN,NL,10,9,0,2,0,0,0,0,0,0,1,6,0,0,0,0,0 +telfoan01,1997,1,MON,NL,65,15,0,3,1,0,0,1,0,0,0,3,0,0,1,0,0 +telghda01,1997,1,OAK,AL,20,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +tettlmi01,1997,1,TEX,AL,17,44,5,4,1,0,3,4,0,0,3,12,1,1,0,0,1 +tewksbo01,1997,1,MIN,AL,26,5,0,1,0,0,0,1,0,0,0,1,0,0,0,0,0 +thomafr04,1997,1,CHA,AL,146,530,110,184,35,0,35,125,1,1,109,69,9,3,0,7,15 +thomala01,1997,1,CHA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thomeji01,1997,1,CLE,AL,147,496,104,142,25,0,40,102,1,1,120,146,9,3,0,8,9 +thompju02,1997,1,DET,AL,32,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +thompma01,1997,1,COL,NL,6,11,1,2,1,0,1,1,0,0,0,5,0,0,2,0,0 +thomsjo01,1997,1,COL,NL,27,47,2,10,0,0,0,5,0,0,2,23,0,0,6,0,0 +thurmga01,1997,1,NYN,NL,11,6,0,1,0,0,0,0,0,1,0,0,0,0,0,0,1 +thurmmi01,1997,1,MON,NL,5,2,1,1,0,0,0,0,0,0,0,1,0,0,1,0,0 +timlimi01,1997,1,TOR,AL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +timlimi01,1997,2,SEA,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +timmooz01,1997,1,CIN,NL,6,9,1,3,1,0,0,0,0,0,0,1,0,0,0,0,0 +tinslle01,1997,1,SEA,AL,49,122,12,24,6,2,0,6,2,0,11,34,0,0,0,0,4 +tombean01,1997,1,NYN,NL,6,7,0,2,0,0,0,0,0,0,1,3,0,0,0,0,0 +tomkobr01,1997,1,CIN,NL,24,36,2,5,1,0,0,3,0,0,1,14,0,0,3,0,1 +torresa01,1997,1,SEA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +torresa01,1997,2,MON,NL,12,6,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +trachst01,1997,1,CHN,NL,34,60,5,7,3,0,0,4,0,0,5,19,0,0,11,0,3 +trammbu01,1997,1,DET,AL,44,123,14,28,5,0,4,13,3,1,15,35,0,0,0,2,2 +trlicri01,1997,1,BOS,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +trlicri01,1997,2,NYN,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +trombmi01,1997,1,MIN,AL,67,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +tuckemi01,1997,1,ATL,NL,138,499,80,141,25,7,14,56,12,7,44,116,0,6,4,1,7 +turnech01,1997,1,ANA,AL,13,23,4,6,1,1,1,2,0,0,5,8,0,0,1,0,0 +unroeti01,1997,1,ML4,AL,32,16,3,4,1,0,2,5,2,0,2,9,0,0,0,0,0 +urbinug01,1997,1,MON,NL,63,5,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +valdeis01,1997,1,LAN,NL,30,57,0,5,1,0,0,1,1,0,3,17,0,0,7,0,2 +valdema01,1997,1,MON,NL,48,19,0,2,0,0,0,1,0,0,1,9,0,0,0,0,0 +valdema02,1997,1,CHA,AL,54,115,11,28,7,0,1,13,1,0,17,39,0,3,0,2,3 +valenfe01,1997,1,SDN,NL,14,17,0,3,0,0,0,1,0,0,0,3,0,0,4,0,0 +valenfe01,1997,2,SLN,NL,5,5,1,1,0,0,0,1,0,0,0,0,0,0,2,0,0 +valenja01,1997,1,MIN,AL,4,7,1,2,0,0,0,0,0,0,0,3,0,0,0,0,0 +valenjo02,1997,1,BOS,AL,143,575,95,176,47,5,18,77,7,4,58,66,5,5,1,5,21 +valenjo03,1997,1,ML4,AL,136,494,58,125,23,1,17,58,19,8,39,109,4,4,4,5,5 +vandejo02,1997,1,COL,NL,76,92,7,16,2,0,1,11,1,1,10,33,0,0,0,0,2 +vanlawi01,1997,1,SFN,NL,18,26,1,3,1,0,0,0,0,0,1,13,0,0,2,0,1 +varitja01,1997,1,BOS,AL,1,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +vaughgr01,1997,1,SDN,NL,120,361,60,78,10,0,18,57,7,4,56,110,1,2,0,3,7 +vaughmo01,1997,1,BOS,AL,141,527,91,166,24,0,35,96,2,2,86,154,17,12,0,3,10 +velanjo01,1997,1,SDN,NL,14,29,0,3,2,0,0,0,0,0,1,7,0,0,0,0,0 +velarra01,1997,1,ANA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +venturo01,1997,1,CHA,AL,54,183,27,48,10,1,6,26,0,0,34,21,5,0,0,3,3 +verasda01,1997,1,SDN,NL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +verasqu01,1997,1,SDN,NL,145,539,74,143,23,1,3,45,33,12,72,84,0,7,9,4,9 +veresda01,1997,1,MON,NL,53,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +veresra01,1997,1,KCA,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vidrojo01,1997,1,MON,NL,67,169,19,42,12,1,2,17,1,0,11,20,0,2,0,3,1 +villoro01,1997,1,ML4,AL,50,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +vinafe01,1997,1,ML4,AL,79,324,37,89,12,2,4,28,8,7,12,23,1,7,2,3,4 +vitiejo01,1997,1,KCA,AL,51,130,11,31,6,0,5,18,0,0,14,37,1,2,0,0,2 +vizcajo01,1997,1,SFN,NL,151,568,77,151,19,7,5,50,8,8,48,87,1,0,13,1,13 +vizquom01,1997,1,CLE,AL,153,565,89,158,23,6,5,49,43,12,57,58,1,2,16,2,16 +voigtja01,1997,1,ML4,AL,72,151,20,37,9,2,8,22,1,2,19,36,2,1,2,1,5 +vosbeed01,1997,1,TEX,AL,42,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vosbeed01,1997,2,FLO,NL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wadete01,1997,1,ATL,NL,12,12,0,3,0,0,0,1,0,0,2,5,0,0,1,0,0 +wagnebi02,1997,1,HOU,NL,62,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wagnepa01,1997,1,PIT,NL,14,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +wagnepa01,1997,2,ML4,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wainhda01,1997,1,PIT,NL,25,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wakefti01,1997,1,BOS,AL,35,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +walbema01,1997,1,DET,AL,47,137,18,38,3,0,3,10,3,3,12,19,0,0,0,2,4 +walkeja01,1997,1,KCA,AL,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +walkela01,1997,1,COL,NL,153,568,143,208,46,4,49,130,33,8,78,90,14,14,0,4,15 +walketo04,1997,1,MIN,AL,52,156,15,37,7,1,3,16,7,0,11,30,1,1,1,2,5 +wallaje01,1997,1,PIT,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +walldo01,1997,1,HOU,NL,8,10,0,1,0,0,0,0,0,0,1,4,0,0,1,0,0 +waltoje01,1997,1,BAL,AL,26,68,8,20,1,0,3,9,0,0,4,10,0,0,2,0,3 +wardtu01,1997,1,PIT,NL,71,167,33,59,16,1,7,33,4,1,18,17,2,2,3,1,1 +wasdijo01,1997,1,BOS,AL,53,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +watkipa01,1997,1,CIN,NL,17,29,2,6,2,0,0,0,1,0,0,5,0,0,1,0,1 +watsoal01,1997,1,ANA,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +weathda01,1997,1,NYA,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +weathda01,1997,2,CLE,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +webstle01,1997,1,BAL,AL,98,259,29,66,8,1,7,37,0,1,22,46,0,2,3,1,10 +wehnejo01,1997,1,FLO,NL,44,36,8,10,2,0,0,2,1,0,2,5,0,1,1,0,2 +weisswa01,1997,1,COL,NL,121,393,52,106,23,5,4,38,5,2,66,56,3,2,7,1,7 +wellsbo01,1997,1,SEA,AL,46,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +wellsda01,1997,1,NYA,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wendetu01,1997,1,CHN,NL,52,3,1,0,0,0,0,0,0,0,1,3,0,0,0,0,0 +wendetu01,1997,2,NYN,NL,13,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wengedo01,1997,1,OAK,AL,49,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wettejo01,1997,1,TEX,AL,61,1,1,1,1,0,0,1,0,0,0,0,0,0,0,0,0 +whisema01,1997,1,FLO,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +whisema01,1997,2,KCA,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +whitede03,1997,1,FLO,NL,74,265,37,65,13,1,6,34,13,5,32,65,2,7,0,4,3 +whitega01,1997,1,CIN,NL,12,9,0,1,0,0,0,1,0,0,0,7,0,0,2,0,0 +whitema01,1997,1,NYA,AL,69,215,34,57,11,0,5,24,4,2,30,47,5,2,1,0,6 +whitema02,1997,1,TEX,AL,42,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +whitero02,1997,1,MON,NL,151,592,84,160,29,5,28,82,16,8,31,111,3,10,1,4,18 +wickmbo01,1997,1,ML4,AL,74,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +widgech01,1997,1,MON,NL,91,278,30,65,20,3,7,37,2,0,22,59,1,1,2,2,7 +wilkima01,1997,1,PIT,NL,70,4,0,0,0,0,0,1,0,0,1,3,0,0,1,0,0 +wilkiri01,1997,1,SFN,NL,66,190,18,37,5,0,6,23,0,0,17,65,0,0,0,3,0 +wilkiri01,1997,2,SEA,AL,5,12,2,3,1,0,1,4,0,0,1,2,0,0,0,1,0 +willian01,1997,1,ML4,AL,24,54,2,11,3,0,0,6,0,1,4,8,0,0,1,1,2 +willibe02,1997,1,NYA,AL,129,509,107,167,35,6,21,100,15,8,73,80,7,1,0,8,10 +willibr01,1997,1,BAL,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +willied01,1997,1,LAN,NL,8,7,0,1,0,0,0,1,0,0,1,1,1,0,0,0,0 +willied01,1997,2,PIT,NL,30,89,12,22,5,0,3,11,1,0,10,24,1,2,1,1,2 +willige02,1997,1,ML4,AL,155,566,73,143,32,2,10,41,23,9,19,90,1,6,5,5,9 +willige03,1997,1,OAK,AL,76,201,30,58,9,1,3,22,0,1,35,46,0,2,2,1,2 +willima04,1997,1,CLE,AL,151,596,86,157,32,3,32,105,12,4,34,108,4,4,0,2,14 +willimi02,1997,1,KCA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +willimi03,1997,1,KCA,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +willish01,1997,1,ANA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +williwo02,1997,1,TOR,AL,31,2,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +wilsoda01,1997,1,SEA,AL,146,508,66,137,31,1,15,74,7,2,39,72,1,5,8,3,12 +wilsoen01,1997,1,CLE,AL,5,15,2,5,0,0,0,1,0,0,0,2,0,0,0,0,0 +winchsc01,1997,1,CIN,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +winstda01,1997,1,PHI,NL,7,2,0,1,0,0,0,1,0,0,1,0,0,0,0,0,0 +witasja01,1997,1,OAK,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wittbo01,1997,1,TEX,AL,35,6,1,2,1,0,1,2,0,0,0,1,0,0,0,0,0 +wohlema01,1997,1,ATL,NL,71,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +wojcist01,1997,1,OAK,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wolcobo01,1997,1,SEA,AL,19,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +womacto01,1997,1,PIT,NL,155,641,85,178,26,9,6,50,60,7,43,109,2,3,2,0,6 +woodast01,1997,1,ML4,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +worreti01,1997,1,SDN,NL,60,15,3,3,0,0,0,1,0,0,2,8,0,0,0,0,0 +worreto01,1997,1,LAN,NL,65,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wrighja01,1997,1,COL,NL,26,48,4,6,1,0,0,3,0,0,3,22,0,0,3,0,1 +wrighja02,1997,1,CLE,AL,16,3,0,0,0,0,0,0,0,0,0,1,0,0,2,0,0 +yanes01,1997,1,BAL,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +youngdm01,1997,1,SLN,NL,110,333,38,86,14,3,5,34,6,5,38,63,3,2,1,3,8 +younger01,1997,1,COL,NL,118,468,78,132,29,6,6,45,32,12,57,37,0,5,8,5,16 +younger01,1997,2,LAN,NL,37,154,28,42,4,2,2,16,13,2,14,17,1,4,2,1,2 +younger02,1997,1,OAK,AL,71,175,22,39,7,0,5,15,1,3,19,57,0,2,2,2,6 +youngke01,1997,1,PIT,NL,97,333,59,100,18,3,18,74,11,2,16,89,1,4,1,8,6 +zaungr01,1997,1,FLO,NL,58,143,21,43,10,2,2,20,1,0,26,18,4,2,1,0,3 +zeileto01,1997,1,LAN,NL,160,575,89,154,17,0,31,90,8,7,85,112,7,6,0,6,18 +abbotje01,1998,1,CHA,AL,89,244,33,68,14,1,12,41,3,3,9,28,1,0,2,5,2 +abbotji01,1998,1,CHA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +abbotku01,1998,1,OAK,AL,35,123,17,33,7,1,2,9,2,1,10,34,0,1,1,1,3 +abbotku01,1998,2,COL,NL,42,71,9,18,6,0,3,15,0,0,2,19,0,1,0,2,2 +abbotpa01,1998,1,SEA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +abreubo01,1998,1,PHI,NL,151,497,68,155,29,6,17,74,19,10,84,133,14,0,4,4,6 +aceveju01,1998,1,SLN,NL,50,17,2,3,1,0,0,0,0,0,1,5,0,0,2,0,0 +adamsjo02,1998,1,ARI,NL,5,7,0,3,1,0,0,1,0,0,0,0,0,0,1,0,1 +adamste01,1998,1,CHN,NL,63,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +agbaybe01,1998,1,NYN,NL,11,15,1,2,0,0,0,0,0,2,1,5,0,0,0,0,1 +aguilri01,1998,1,MIN,AL,68,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +aldresc01,1998,1,TBA,AL,48,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +alexama02,1998,1,CHN,NL,108,264,34,60,10,1,5,25,4,1,18,66,1,1,5,1,6 +alfonan01,1998,1,FLO,NL,58,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +alfoned01,1998,1,NYN,NL,144,557,94,155,28,2,17,78,8,3,65,77,1,3,2,3,11 +alicelu01,1998,1,TEX,AL,101,259,51,71,15,3,6,33,4,3,37,40,0,5,4,3,1 +allenje01,1998,1,PIT,NL,69,233,30,72,13,3,3,24,8,4,17,43,0,7,3,1,1 +allenje01,1998,2,KCA,AL,30,73,15,15,5,0,0,3,7,0,9,17,0,4,5,0,0 +allenje01,1998,3,NYN,NL,34,54,9,11,2,0,2,4,0,2,2,16,0,1,0,0,0 +almanca01,1998,1,TOR,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +alomaro01,1998,1,BAL,AL,147,588,86,166,36,1,14,56,18,5,59,70,3,2,3,5,11 +alomasa02,1998,1,CLE,AL,117,409,45,96,26,2,6,44,0,3,18,45,0,3,5,3,15 +aloumo01,1998,1,HOU,NL,159,584,104,182,34,5,38,124,11,3,84,87,11,5,0,6,14 +alvarga01,1998,1,DET,AL,58,199,16,46,11,0,5,29,1,3,18,65,1,2,0,2,2 +alvarwi01,1998,1,TBA,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +amarari01,1998,1,SEA,AL,73,134,25,37,6,0,1,4,11,1,13,24,0,1,0,1,1 +amaroru02,1998,1,PHI,NL,92,107,7,20,5,0,1,10,0,0,6,15,0,0,1,3,1 +anderbr01,1998,1,BAL,AL,133,479,84,113,28,3,18,51,21,7,75,78,1,15,4,1,7 +anderbr02,1998,1,ARI,NL,35,66,6,7,0,0,0,0,1,0,3,19,0,0,6,0,1 +anderga01,1998,1,ANA,AL,156,622,62,183,41,7,15,79,8,3,29,80,8,1,3,3,13 +anderma01,1998,1,DET,AL,42,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +anderma02,1998,1,PHI,NL,17,43,4,14,3,0,1,4,2,0,1,6,0,0,0,1,0 +andresh01,1998,1,MON,NL,150,492,48,117,30,1,25,69,1,6,58,137,3,0,2,7,10 +andujlu01,1998,1,TOR,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +appieke01,1998,1,KCA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ariasal01,1998,1,PHI,NL,56,133,17,39,8,0,1,16,2,0,13,18,3,1,1,1,1 +ariasge01,1998,1,SDN,NL,20,36,4,7,1,1,1,4,0,0,3,16,0,2,0,0,0 +arrojro01,1998,1,TBA,AL,32,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +ashbyan01,1998,1,SDN,NL,33,72,1,8,2,0,0,2,0,0,2,35,0,0,9,0,0 +ashlebi01,1998,1,BOS,AL,13,24,3,7,3,0,3,7,0,0,2,11,0,0,0,0,0 +assenpa01,1998,1,CLE,AL,69,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +astacpe01,1998,1,COL,NL,35,62,4,8,2,0,0,3,0,0,0,21,0,2,11,0,1 +aurilri01,1998,1,SFN,NL,122,413,54,110,27,2,9,49,3,3,31,62,3,2,5,2,3 +ausmubr01,1998,1,HOU,NL,128,412,62,111,10,4,6,45,10,3,53,60,11,3,3,1,18 +averyst01,1998,1,BOS,AL,39,1,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ayalabo01,1998,1,SEA,AL,62,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +aybarma01,1998,1,SLN,NL,20,27,4,6,0,0,1,3,0,0,0,9,0,0,1,0,0 +baergca01,1998,1,NYN,NL,147,511,46,136,27,1,7,53,0,1,24,55,6,6,3,7,21 +bagweje01,1998,1,HOU,NL,147,540,124,164,33,1,34,111,19,7,109,90,8,7,0,5,14 +baileco01,1998,1,SFN,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bailesc01,1998,1,TEX,AL,46,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +baineha01,1998,1,BAL,AL,104,293,40,88,17,0,9,57,0,0,32,40,4,1,0,2,17 +bakopa01,1998,1,DET,AL,96,305,23,83,12,1,3,30,1,1,23,82,4,0,1,4,3 +baldwja01,1998,1,CHA,AL,37,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +ballje01,1998,1,SFN,NL,2,4,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +banksbr01,1998,1,MIL,NL,24,24,3,7,2,0,1,5,0,0,4,7,0,0,0,0,0 +bankswi01,1998,1,NYA,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bankswi01,1998,2,ARI,NL,33,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +baptitr01,1998,1,MIN,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barbebr02,1998,1,KCA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barklbr01,1998,1,BOS,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barremi01,1998,1,MON,NL,8,23,3,7,2,0,1,2,0,0,3,6,0,1,0,0,0 +barrima01,1998,1,FLO,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barrima01,1998,2,LAN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barryje01,1998,1,COL,NL,15,34,4,6,1,0,0,2,0,0,2,11,0,0,0,1,0 +barteki01,1998,1,DET,AL,57,98,20,19,5,1,3,15,9,5,6,35,0,0,0,1,1 +batesja01,1998,1,COL,NL,53,74,10,14,3,0,0,3,0,0,8,21,1,0,0,0,4 +batismi01,1998,1,MON,NL,56,32,0,0,0,0,0,0,0,0,0,21,0,0,2,0,0 +batisto01,1998,1,ARI,NL,106,293,46,80,16,1,18,41,1,1,18,52,0,3,0,4,7 +baughju01,1998,1,ANA,AL,63,196,24,50,9,1,1,20,10,4,6,36,0,1,5,3,4 +bautida01,1998,1,ATL,NL,82,144,17,36,11,0,3,17,1,0,7,21,0,0,3,2,4 +beamotr01,1998,1,DET,AL,28,42,4,11,4,0,0,2,1,0,5,13,0,0,1,0,3 +beckeri01,1998,1,NYN,NL,49,100,15,19,4,2,3,10,3,1,21,42,2,0,0,0,1 +beckeri01,1998,2,BAL,AL,79,113,22,23,1,0,3,11,2,0,22,34,0,2,2,0,6 +beckro01,1998,1,CHN,NL,81,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +beechma01,1998,1,PHI,NL,21,33,2,5,0,0,0,2,0,0,0,10,0,0,6,0,1 +belchti01,1998,1,KCA,AL,34,5,1,1,0,0,0,0,0,0,0,2,0,0,1,0,0 +belinst01,1998,1,CIN,NL,40,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +bellda01,1998,1,SLN,NL,4,9,0,2,1,0,0,0,0,0,0,3,0,0,0,0,0 +bellda01,1998,2,CLE,AL,107,340,37,89,21,2,10,41,0,4,22,54,4,2,1,5,8 +bellda01,1998,3,SEA,AL,21,80,11,26,8,0,0,8,0,0,5,8,0,0,0,0,3 +bellde01,1998,1,HOU,NL,156,630,111,198,41,2,22,108,13,3,51,126,0,4,0,10,14 +belleal01,1998,1,CHA,AL,163,609,113,200,48,2,49,152,6,4,81,84,10,1,0,15,17 +bellhma01,1998,1,OAK,AL,11,12,1,1,1,0,0,1,2,0,3,4,0,1,0,0,0 +bellira01,1998,1,ATL,NL,7,20,1,5,0,0,0,1,0,0,0,1,0,0,0,0,2 +belliro01,1998,1,MIL,NL,8,5,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +bellja01,1998,1,ARI,NL,155,549,79,138,29,5,20,67,3,5,81,129,3,7,5,3,14 +beltrad01,1998,1,LAN,NL,77,195,18,42,9,0,7,22,3,1,14,37,0,3,2,0,4 +beltrca01,1998,1,KCA,AL,14,58,12,16,5,3,0,7,3,0,3,12,0,1,0,1,2 +beltrri01,1998,1,NYN,NL,7,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +benarma01,1998,1,SFN,NL,121,286,41,92,21,1,3,36,11,4,34,39,1,2,4,1,3 +benesan01,1998,1,ARI,NL,35,65,8,11,3,0,1,3,0,0,6,28,0,1,10,0,0 +benitar01,1998,1,BAL,AL,71,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +benitya01,1998,1,ARI,NL,91,206,17,41,7,1,9,30,2,2,14,46,1,4,0,1,6 +benjami01,1998,1,BOS,AL,124,349,46,95,23,0,4,39,3,0,15,73,1,6,13,2,11 +bennega01,1998,1,PHI,NL,9,31,4,9,0,0,0,3,0,0,5,5,0,0,0,1,1 +bennejo02,1998,1,BAL,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bennesh01,1998,1,MON,NL,62,6,0,0,0,0,0,0,0,0,1,1,0,0,1,0,0 +bereja01,1998,1,CHA,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bereja01,1998,2,CIN,NL,9,14,0,0,0,0,0,0,0,0,1,5,0,0,0,0,1 +bergda01,1998,1,FLO,NL,81,182,18,57,11,0,2,21,3,0,26,46,1,0,4,3,1 +bergmse01,1998,1,HOU,NL,31,60,3,5,2,0,0,4,0,0,0,30,0,0,8,0,0 +berroge01,1998,1,CLE,AL,20,65,6,13,3,1,0,3,1,0,7,17,0,0,0,0,2 +berroge01,1998,2,DET,AL,52,126,17,30,4,1,1,10,0,1,17,27,1,2,0,0,3 +berryse01,1998,1,HOU,NL,102,299,48,94,17,1,13,52,3,1,31,50,3,7,1,4,8 +bevilbr01,1998,1,KCA,AL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bicheda01,1998,1,COL,NL,161,662,97,219,48,2,22,122,14,4,28,76,2,1,0,4,22 +biesest01,1998,1,PIT,NL,13,11,2,3,1,0,0,1,0,0,2,2,0,0,0,0,1 +biggicr01,1998,1,HOU,NL,160,646,123,210,51,2,20,88,50,8,64,113,6,23,1,4,10 +blairwi01,1998,1,ARI,NL,23,48,3,4,0,0,0,0,0,0,1,26,0,0,4,0,0 +blairwi01,1998,2,NYN,NL,11,4,0,1,0,0,0,0,0,0,2,1,0,0,0,0,0 +blausje01,1998,1,CHN,NL,119,361,49,79,11,3,4,26,2,2,60,93,1,8,3,3,5 +blowemi01,1998,1,OAK,AL,129,409,56,97,24,2,11,71,1,0,39,116,1,1,2,4,13 +bochtdo01,1998,1,DET,AL,51,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +boehrbr01,1998,1,SDN,NL,56,7,0,0,0,0,0,0,0,0,1,4,0,0,0,0,0 +bogarti01,1998,1,HOU,NL,79,156,12,24,4,1,1,8,2,1,9,36,2,2,1,1,5 +boggswa01,1998,1,TBA,AL,123,435,51,122,23,4,7,52,3,2,46,54,6,0,0,2,13 +bohanbr01,1998,1,NYN,NL,25,14,1,6,1,0,0,3,0,0,0,4,0,0,0,0,0 +bohanbr01,1998,2,LAN,NL,14,29,0,6,1,1,0,2,0,0,2,9,0,0,4,0,2 +bolicfr01,1998,1,ANA,AL,21,45,3,7,2,0,1,2,0,0,11,8,0,0,0,0,1 +bondsba01,1998,1,SFN,NL,156,552,120,167,44,7,37,122,28,12,130,92,29,8,1,6,15 +bonesri01,1998,1,KCA,AL,32,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bonilbo01,1998,1,FLO,NL,28,97,11,27,5,0,4,15,0,1,12,22,1,0,0,1,6 +bonilbo01,1998,2,LAN,NL,72,236,28,56,6,1,7,30,1,1,29,37,3,0,0,5,10 +booneaa01,1998,1,CIN,NL,58,181,24,51,13,2,2,28,6,1,15,36,1,5,3,2,3 +boonebr01,1998,1,CIN,NL,157,583,76,155,38,1,24,95,6,4,48,104,3,4,9,4,23 +bootyjo01,1998,1,FLO,NL,7,19,0,3,1,0,0,3,0,0,3,8,0,0,0,0,0 +bordepa01,1998,1,CLE,AL,54,160,12,38,6,0,0,6,0,2,10,40,0,2,2,1,3 +bordimi01,1998,1,BAL,AL,151,465,59,121,29,1,13,51,6,7,39,65,0,10,15,4,13 +borlato02,1998,1,PHI,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +borowjo01,1998,1,NYA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +boskish01,1998,1,MON,NL,5,4,1,0,0,0,0,0,0,0,1,3,0,0,0,0,0 +bottari01,1998,1,PHI,NL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +botteke01,1998,1,SLN,NL,44,34,3,3,0,0,0,2,0,0,0,9,0,0,5,0,0 +bournra01,1998,1,OAK,AL,85,209,23,47,11,0,1,19,6,1,10,11,1,2,6,2,6 +bradfch01,1998,1,CHA,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bradlry01,1998,1,NYA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +braggda01,1998,1,BOS,AL,129,409,51,114,29,3,8,57,5,3,42,99,0,6,4,4,16 +bransje01,1998,1,CLE,AL,63,100,6,20,4,1,1,9,0,0,3,21,0,0,1,1,1 +brantje01,1998,1,SLN,NL,48,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +branyru01,1998,1,CLE,AL,1,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +bredebr01,1998,1,ARI,NL,98,212,23,48,9,3,2,17,1,0,24,43,2,2,0,0,6 +brewebi01,1998,1,PHI,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brocado01,1998,1,DET,AL,60,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brockch01,1998,1,SFN,NL,13,4,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +brognri01,1998,1,PHI,NL,153,565,77,150,36,3,20,104,7,7,49,125,8,0,0,10,12 +brosisc01,1998,1,NYA,AL,152,530,86,159,34,0,19,98,11,8,52,97,1,10,8,3,4 +brownad01,1998,1,PIT,NL,41,152,20,43,4,1,0,5,4,0,9,18,0,0,4,0,3 +brownbr01,1998,1,CHN,NL,124,347,56,101,17,7,14,48,4,5,30,95,2,1,1,1,1 +brownde02,1998,1,KCA,AL,5,3,2,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +brownem01,1998,1,PIT,NL,13,39,2,10,1,0,0,3,0,0,1,11,0,1,0,0,0 +brownke01,1998,1,SDN,NL,36,82,4,17,3,0,0,10,0,0,4,29,0,0,7,0,0 +brownke04,1998,1,TOR,AL,52,110,17,29,7,1,2,15,0,0,9,31,0,2,3,4,1 +brownma04,1998,1,COL,NL,2,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +browsc01,1998,1,ARI,NL,17,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +brunswi01,1998,1,LAN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brunswi01,1998,2,DET,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bruskji01,1998,1,LAN,NL,35,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +bruskji01,1998,2,SDN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bruskji01,1998,3,NYA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +buddimi01,1998,1,NYA,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +buforda01,1998,1,BOS,AL,86,216,37,61,14,4,10,42,5,5,22,43,1,1,0,2,5 +buhneja01,1998,1,SEA,AL,72,244,33,59,7,1,15,45,0,0,38,71,0,1,1,2,2 +bulliji01,1998,1,SEA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bulliki01,1998,1,MON,NL,8,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +burbada01,1998,1,CLE,AL,32,6,1,1,0,0,1,2,0,0,0,1,0,0,0,0,0 +burkejo03,1998,1,TEX,AL,32,3,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +burksel01,1998,1,COL,NL,100,357,54,102,22,5,16,54,3,7,39,80,0,2,2,5,10 +burksel01,1998,2,SFN,NL,42,147,22,45,6,1,5,22,8,1,19,31,1,3,4,4,2 +burnije01,1998,1,MIL,NL,161,609,92,160,28,1,38,125,7,4,70,158,7,4,1,7,9 +busbymi01,1998,1,SLN,NL,26,3,0,0,0,0,0,1,0,0,1,1,0,0,0,0,0 +bushho01,1998,1,NYA,AL,45,71,17,27,3,0,1,5,6,3,5,19,0,0,2,0,1 +butlead01,1998,1,ATL,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +butleri01,1998,1,TBA,AL,72,217,25,49,3,3,7,20,4,2,15,37,0,2,0,3,4 +byrdati01,1998,1,KCA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +byrdpa01,1998,1,ATL,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +byrdpa01,1998,2,PHI,NL,8,18,1,3,0,0,0,1,0,0,1,7,0,1,0,0,0 +cabrejo01,1998,1,HOU,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cabrejo02,1998,1,CLE,AL,1,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +cabreor01,1998,1,MON,NL,79,261,44,73,16,5,3,22,6,2,18,27,1,0,5,1,6 +cadargr01,1998,1,ANA,AL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cadargr01,1998,2,TEX,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cairomi01,1998,1,TBA,AL,150,515,49,138,26,5,5,46,19,8,24,44,0,6,11,2,9 +camermi01,1998,1,CHA,AL,141,396,53,83,16,5,8,43,27,11,37,101,0,6,1,3,6 +caminke01,1998,1,SDN,NL,131,452,87,114,29,0,29,82,6,2,71,108,4,4,0,8,6 +candito01,1998,1,OAK,AL,33,1,0,1,1,0,0,0,0,0,0,0,0,0,1,0,0 +cangejo01,1998,1,FLO,NL,104,171,19,43,8,0,1,10,2,3,30,23,0,1,5,1,5 +cansejo01,1998,1,TOR,AL,151,583,98,138,26,0,46,107,29,17,65,159,5,6,0,4,7 +carlsda01,1998,1,TBA,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +carpech01,1998,1,TOR,AL,33,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +carrahe01,1998,1,MIN,AL,63,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cartejo01,1998,1,BAL,AL,85,283,36,70,15,1,11,34,3,1,18,48,4,2,0,0,7 +cartejo01,1998,2,SFN,NL,41,105,15,31,7,0,7,29,1,0,6,13,0,0,0,4,2 +carusmi01,1998,1,CHA,AL,133,523,81,160,17,6,5,55,22,6,14,38,0,7,8,3,8 +casanra01,1998,1,DET,AL,16,42,4,6,2,0,1,3,0,0,5,10,0,1,0,0,0 +caseyse01,1998,1,CIN,NL,96,302,44,82,21,1,7,52,1,1,43,45,3,3,0,3,11 +casiala01,1998,1,CHA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +castial01,1998,1,NYN,NL,38,83,13,17,4,0,2,7,0,2,9,17,0,1,6,0,1 +castica02,1998,1,CHA,AL,54,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +castifr01,1998,1,DET,AL,27,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +castilu01,1998,1,FLO,NL,44,153,21,31,3,2,1,10,3,0,22,33,0,1,1,0,1 +castito02,1998,1,CHA,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +castivi02,1998,1,COL,NL,162,645,108,206,28,4,46,144,5,9,40,89,7,6,0,6,24 +castrju01,1998,1,LAN,NL,89,220,25,43,7,0,2,14,0,0,15,37,0,0,9,2,5 +catalfr01,1998,1,DET,AL,89,213,23,60,13,2,6,25,3,2,12,39,1,4,0,5,4 +cathemi01,1998,1,ATL,NL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cedendo01,1998,1,TEX,AL,61,141,19,37,9,1,2,21,2,1,10,32,0,0,1,1,4 +cedenro01,1998,1,LAN,NL,105,240,33,58,11,1,2,17,8,2,27,57,2,0,3,1,1 +charlno01,1998,1,BAL,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +charlno01,1998,2,ATL,NL,13,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chaveer01,1998,1,OAK,AL,16,45,6,14,4,1,0,6,1,1,3,5,1,0,0,0,1 +chavera01,1998,1,SEA,AL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +checoro01,1998,1,BOS,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chenbr01,1998,1,ATL,NL,4,7,0,1,0,0,0,1,0,0,0,4,0,0,2,0,0 +choji01,1998,1,BOS,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chouibo01,1998,1,MIL,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chouibo01,1998,2,ARI,NL,26,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1 +chrisja01,1998,1,PIT,NL,60,4,0,1,0,0,0,1,0,0,0,1,0,0,0,0,0 +chrisry01,1998,1,OAK,AL,117,370,56,95,22,2,5,40,5,6,36,106,0,1,10,4,1 +cianfar01,1998,1,SDN,NL,40,72,4,9,3,0,1,5,1,0,5,22,0,1,2,0,3 +cirilje01,1998,1,MIL,NL,156,604,97,194,31,1,14,68,10,4,79,88,3,4,5,2,26 +clarkda05,1998,1,HOU,NL,93,131,12,27,7,0,0,4,1,1,14,45,1,1,0,0,2 +clarkma01,1998,1,CHN,NL,33,62,1,4,2,0,0,3,0,0,3,27,0,0,8,0,1 +clarkto02,1998,1,DET,AL,157,602,84,175,37,0,34,103,3,3,63,128,5,3,0,5,16 +clarkwi02,1998,1,TEX,AL,149,554,98,169,41,1,23,102,1,0,72,97,5,3,0,7,15 +claytro01,1998,1,SLN,NL,90,355,59,83,19,1,4,29,19,6,40,51,1,2,3,2,10 +claytro01,1998,2,TEX,AL,52,186,30,53,12,1,5,24,5,5,13,32,0,1,3,3,6 +clemeed02,1998,1,COL,NL,11,17,2,6,0,1,0,2,0,0,2,8,0,0,0,0,0 +clemema01,1998,1,SDN,NL,4,2,0,0,0,0,0,0,0,0,0,2,0,0,2,0,0 +clemero02,1998,1,TOR,AL,33,4,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0 +clontbr01,1998,1,LAN,NL,18,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +clontbr01,1998,2,NYN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cloudke01,1998,1,SEA,AL,30,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1 +clybuda01,1998,1,BAL,AL,11,25,6,7,0,0,1,3,0,0,1,10,0,0,0,0,0 +colbrgr01,1998,1,COL,NL,62,122,12,38,8,2,2,13,3,3,8,23,0,1,0,0,1 +colbrgr01,1998,2,ATL,NL,28,44,6,13,3,0,1,10,1,0,2,11,0,3,0,0,0 +collilo01,1998,1,PIT,NL,110,334,30,82,13,6,2,34,2,2,31,70,6,6,3,5,8 +colonba01,1998,1,CLE,AL,31,2,0,1,0,0,0,1,0,0,0,1,0,0,0,0,0 +coneda01,1998,1,NYA,AL,31,3,1,0,0,0,0,1,0,0,0,0,0,0,1,0,0 +coninje01,1998,1,KCA,AL,93,309,30,79,26,0,8,43,3,0,26,68,1,2,0,6,8 +connest01,1998,1,OAK,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cookde01,1998,1,NYN,NL,73,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cookest01,1998,1,CIN,NL,1,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +coomero01,1998,1,MIN,AL,137,529,54,146,22,1,15,72,2,2,18,72,1,0,0,8,22 +coppiro01,1998,1,BAL,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +coraal01,1998,1,LAN,NL,29,33,1,4,0,1,0,0,0,0,2,8,0,1,2,0,0 +corajo01,1998,1,SEA,AL,131,519,95,147,23,6,6,26,13,5,62,50,0,4,10,3,2 +corajo01,1998,2,CLE,AL,24,83,16,19,4,0,0,6,2,1,11,9,0,1,2,0,3 +cordewi01,1998,1,CHA,AL,96,341,58,91,18,2,13,49,2,1,22,66,0,3,1,4,7 +cordofr01,1998,1,PIT,NL,33,75,3,9,1,1,0,1,0,0,2,29,0,0,2,0,2 +cordoma01,1998,1,MIN,AL,119,438,52,111,20,2,10,69,3,6,50,103,3,5,0,6,14 +coreybr01,1998,1,ARI,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +corsiji01,1998,1,BOS,AL,59,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +counscr01,1998,1,FLO,NL,107,335,43,84,19,5,4,40,3,0,51,47,7,4,8,1,5 +crabtti01,1998,1,TEX,AL,64,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cradlri01,1998,1,SEA,AL,5,7,0,1,0,0,0,2,1,0,1,5,0,0,0,0,0 +crespfe01,1998,1,TOR,AL,66,130,11,34,8,1,1,15,4,3,15,27,1,2,4,2,1 +crometr01,1998,1,LAN,NL,6,6,1,1,0,0,1,1,0,0,0,2,0,0,0,0,0 +crousri01,1998,1,SLN,NL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0 +crowde01,1998,1,DET,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cruzde01,1998,1,DET,AL,135,454,52,118,22,3,5,45,3,4,13,55,0,3,5,2,11 +cruzja01,1998,1,SFN,NL,3,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +cruzja01,1998,2,CLE,AL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +cruzjo02,1998,1,TOR,AL,105,352,55,89,14,3,11,42,11,4,57,99,3,0,0,4,0 +cummimi01,1998,1,BOS,AL,67,120,20,34,8,0,5,15,3,3,17,19,0,2,1,0,2 +cunnawi01,1998,1,SDN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +curtich01,1998,1,NYA,AL,151,456,79,111,21,1,10,56,21,5,75,80,3,7,1,6,11 +cuylemi01,1998,1,TEX,AL,7,6,3,3,2,0,1,3,0,0,1,0,0,0,0,0,0 +daalom01,1998,1,ARI,NL,33,46,3,5,0,0,0,1,0,0,5,17,0,0,5,0,1 +dalesma01,1998,1,TOR,AL,32,67,8,20,5,0,2,14,0,0,1,6,0,0,0,1,3 +damonjo01,1998,1,KCA,AL,161,642,104,178,30,10,18,66,26,12,58,84,4,4,3,3,4 +darenvi01,1998,1,FLO,NL,60,8,0,0,0,0,0,0,0,0,1,3,0,0,0,0,1 +darwida01,1998,1,SFN,NL,33,45,2,4,1,0,0,1,0,0,1,30,0,1,4,0,0 +daubabr01,1998,1,FLO,NL,10,15,0,3,1,0,0,3,0,0,1,5,0,1,0,0,0 +davisbe01,1998,1,SDN,NL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +davisch01,1998,1,NYA,AL,35,103,11,30,7,0,3,9,0,1,14,18,1,0,0,1,6 +daviser01,1998,1,BAL,AL,131,452,81,148,29,1,28,89,7,6,44,108,0,5,0,7,13 +davisru01,1998,1,SEA,AL,141,502,68,130,30,1,20,82,4,3,34,134,1,3,2,9,10 +deharri01,1998,1,MON,NL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dejeami01,1998,1,COL,NL,59,5,0,0,0,0,0,0,0,0,0,4,0,0,0,0,1 +delgaca01,1998,1,TOR,AL,142,530,94,155,43,1,38,115,3,0,73,139,13,11,0,6,8 +delgawi01,1998,1,SFN,NL,10,12,1,2,1,0,0,1,0,0,1,3,0,0,0,0,0 +delluda01,1998,1,ARI,NL,124,416,43,108,19,12,5,51,3,5,33,103,2,3,0,1,6 +delosva01,1998,1,MIL,NL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +delucri01,1998,1,ANA,AL,61,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dempsry01,1998,1,FLO,NL,14,13,0,0,0,0,0,0,0,0,0,8,0,0,1,0,1 +derosma01,1998,1,ATL,NL,5,3,2,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +deshide01,1998,1,SLN,NL,117,420,74,122,21,8,7,44,26,10,56,61,2,0,4,4,6 +desseel01,1998,1,PIT,NL,43,8,0,0,0,0,0,1,0,0,1,4,0,0,3,0,0 +devermi01,1998,1,LAN,NL,9,13,0,4,1,0,0,1,0,1,3,2,0,0,0,0,2 +diazal01,1998,1,SFN,NL,34,62,5,8,2,0,0,5,1,1,0,15,0,0,0,0,0 +diazed03,1998,1,ARI,NL,3,7,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +diazei01,1998,1,CLE,AL,17,48,8,11,1,0,2,9,0,0,3,2,0,2,0,3,2 +dicksja01,1998,1,ANA,AL,27,4,1,0,0,0,0,0,0,0,1,3,0,0,0,0,0 +difelmi01,1998,1,TBA,AL,84,248,17,57,12,3,3,23,0,0,15,56,0,1,3,2,12 +dipotje01,1998,1,COL,NL,68,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1 +disarga01,1998,1,ANA,AL,157,551,73,158,39,3,3,56,11,7,21,51,0,8,12,3,11 +doddro01,1998,1,PHI,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +doughji01,1998,1,OAK,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +drabedo01,1998,1,BAL,AL,23,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +dreifda01,1998,1,LAN,NL,33,49,10,11,0,0,1,2,0,0,2,22,0,0,5,0,0 +drewjd01,1998,1,SLN,NL,14,36,9,15,3,1,5,13,0,0,4,10,0,0,0,1,4 +duceyro01,1998,1,SEA,AL,97,217,30,52,18,2,5,23,4,3,23,61,2,9,0,1,4 +dunstsh01,1998,1,CLE,AL,62,156,26,37,11,3,3,12,9,2,6,18,0,1,0,3,2 +dunstsh01,1998,2,SFN,NL,36,51,10,9,2,0,3,8,0,2,0,10,0,3,1,0,1 +dunwoto01,1998,1,FLO,NL,116,434,53,109,27,7,5,28,5,1,21,113,0,4,3,0,6 +duranro01,1998,1,DET,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +durhara01,1998,1,CHA,AL,158,635,126,181,35,8,19,67,36,9,73,105,3,6,6,3,5 +duvalmi01,1998,1,TBA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dyeje01,1998,1,KCA,AL,60,214,24,50,5,1,5,23,2,2,11,46,2,1,0,4,8 +dykhora01,1998,1,BAL,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +easleda01,1998,1,DET,AL,153,594,84,161,38,2,27,100,15,5,39,112,2,16,0,2,8 +echevan01,1998,1,COL,NL,19,29,7,11,3,0,1,9,0,0,2,3,0,2,0,0,4 +eckerde01,1998,1,BOS,AL,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +edmonbr01,1998,1,ATL,NL,10,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +edmonbr01,1998,2,FLO,NL,43,10,0,0,0,0,0,0,0,0,0,5,0,0,1,0,0 +edmonji01,1998,1,ANA,AL,154,599,115,184,42,1,25,91,7,5,57,114,7,1,1,1,16 +eilanda01,1998,1,TBA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +eisenji01,1998,1,FLO,NL,30,64,9,16,1,0,1,7,2,0,4,14,1,0,0,0,1 +eisenji01,1998,2,LAN,NL,75,127,12,25,2,2,0,6,4,0,12,22,1,0,1,0,2 +elartsc01,1998,1,HOU,NL,28,7,0,0,0,0,0,0,0,0,0,4,0,0,3,0,0 +eldreca01,1998,1,MIL,NL,24,32,1,4,1,0,0,2,0,1,2,19,0,0,5,0,1 +elsteke01,1998,1,TEX,AL,84,297,33,69,10,1,8,37,0,2,33,66,0,2,2,2,7 +embreal01,1998,1,ATL,NL,20,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +embreal01,1998,2,ARI,NL,35,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +encarju01,1998,1,DET,AL,40,164,30,54,9,4,7,21,7,4,7,31,0,1,0,3,2 +erdosto01,1998,1,NYA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ericksc01,1998,1,BAL,AL,36,2,2,0,0,0,0,0,0,0,3,2,0,0,1,0,0 +erstada01,1998,1,ANA,AL,133,537,84,159,39,3,19,82,20,6,43,77,7,6,1,3,2 +escobke01,1998,1,TOR,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +estalbo02,1998,1,PHI,NL,47,165,16,31,6,1,8,20,0,0,13,49,0,1,0,3,4 +estessh01,1998,1,SFN,NL,27,42,4,8,1,0,0,0,0,0,1,17,0,0,8,0,0 +eusebto01,1998,1,HOU,NL,66,182,13,46,6,1,1,36,1,0,18,31,2,1,0,2,8 +evansba02,1998,1,KCA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +evansto01,1998,1,TOR,AL,7,10,0,0,0,0,0,0,0,0,1,2,0,0,0,0,1 +evereca01,1998,1,HOU,NL,133,467,72,138,34,4,15,76,14,12,44,102,2,3,3,2,11 +eversbr01,1998,1,SLN,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +eyresc01,1998,1,CHA,AL,33,3,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +fabrejo01,1998,1,ARI,NL,50,151,8,30,4,0,1,15,0,0,13,26,1,1,0,2,3 +fabrejo01,1998,2,NYN,NL,20,32,3,6,0,0,1,5,0,0,1,6,0,0,1,0,1 +fasansa01,1998,1,KCA,AL,74,216,21,49,10,0,8,31,1,0,10,56,1,16,3,2,4 +fasseje01,1998,1,SEA,AL,32,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +febleca01,1998,1,KCA,AL,11,25,5,10,1,2,0,2,2,1,4,7,0,0,0,0,0 +fernato01,1998,1,TOR,AL,138,486,71,156,36,2,9,72,13,8,45,53,5,11,3,6,11 +fettemi01,1998,1,OAK,AL,48,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fettemi01,1998,2,ANA,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fickro01,1998,1,DET,AL,7,22,6,8,1,0,3,7,1,0,2,7,0,0,0,0,1 +fieldce01,1998,1,ANA,AL,103,381,48,92,16,1,17,68,0,1,52,98,1,3,0,3,17 +fieldce01,1998,2,CLE,AL,14,35,1,5,1,0,0,0,0,0,1,13,0,1,0,0,1 +figgami01,1998,1,NYA,AL,1,4,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +finlech01,1998,1,ANA,AL,34,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +finlest01,1998,1,SDN,NL,159,619,92,154,40,6,14,67,12,3,45,103,0,3,3,4,9 +flahejo01,1998,1,TBA,AL,91,304,21,63,11,0,3,24,0,5,22,46,0,1,4,3,9 +fletcda01,1998,1,TOR,AL,124,407,37,115,23,1,9,52,0,0,25,39,7,6,1,7,19 +floribr01,1998,1,DET,AL,42,3,0,1,0,0,0,0,0,0,2,1,0,0,1,0,0 +floydcl01,1998,1,FLO,NL,153,588,85,166,45,3,22,90,27,14,47,112,7,3,0,3,10 +fontejo01,1998,1,FLO,NL,8,10,1,0,0,0,0,0,0,0,0,6,0,0,1,0,0 +forbepj01,1998,1,BAL,AL,9,10,0,1,0,0,0,2,0,0,0,0,0,0,0,0,0 +fordbe01,1998,1,ARI,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fordhto01,1998,1,CHA,AL,29,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +fordybr01,1998,1,CIN,NL,57,146,8,37,9,0,3,14,0,1,11,28,3,0,1,0,2 +fossato01,1998,1,SEA,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fossato01,1998,2,CHN,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fossato01,1998,3,TEX,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fosteke01,1998,1,CHN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +foulkke01,1998,1,CHA,AL,54,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +foxan01,1998,1,ARI,NL,139,502,67,139,21,6,9,44,14,7,43,97,0,18,0,1,2 +foxch02,1998,1,MIL,NL,49,3,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +francjo01,1998,1,NYN,NL,61,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +francma01,1998,1,NYN,NL,103,161,20,44,7,2,1,13,0,1,23,26,6,1,1,1,8 +frankmi02,1998,1,CIN,NL,28,89,14,20,6,0,0,7,0,0,7,12,0,0,1,1,3 +frascjo01,1998,1,SLN,NL,69,6,0,1,0,0,0,0,0,0,0,3,0,0,0,0,1 +frazilo01,1998,1,CHA,AL,7,7,0,0,0,0,0,0,4,0,2,6,0,0,1,0,0 +friasha01,1998,1,ARI,NL,15,23,4,3,0,1,1,2,0,0,0,5,0,0,0,0,1 +frymatr01,1998,1,CLE,AL,146,557,74,160,33,2,28,96,10,8,44,125,0,3,0,4,12 +fullmbr01,1998,1,MON,NL,140,505,58,138,44,2,13,73,6,6,39,70,4,2,0,1,12 +fussech01,1998,1,BAL,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gaettga01,1998,1,SLN,NL,91,306,39,81,23,1,11,43,1,1,31,39,1,5,0,3,10 +gaettga01,1998,2,CHN,NL,37,128,21,41,11,0,8,27,0,0,12,23,1,5,1,1,2 +gailled01,1998,1,TBA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gajkost01,1998,1,SEA,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +galaran01,1998,1,ATL,NL,153,555,103,169,27,1,44,121,7,6,63,146,11,25,0,5,8 +gantro01,1998,1,SLN,NL,121,383,60,92,17,1,26,67,8,0,51,92,2,2,0,2,6 +garceri01,1998,1,BOS,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +garcica01,1998,1,ANA,AL,19,35,4,5,1,0,0,0,2,0,3,11,0,1,1,0,0 +garcifr01,1998,1,PIT,NL,56,172,27,44,11,1,9,26,0,2,18,45,3,2,0,1,3 +garcigu01,1998,1,CIN,NL,12,36,3,7,2,0,2,4,0,0,2,13,0,0,0,0,2 +garcika01,1998,1,ARI,NL,113,333,39,74,10,8,9,43,5,4,18,78,1,0,0,3,6 +garcino01,1998,1,BOS,AL,143,604,111,195,37,8,35,122,12,6,33,62,1,8,0,7,20 +gardnma01,1998,1,SFN,NL,33,73,4,12,1,0,0,4,0,0,5,26,0,1,4,0,3 +gatesbr01,1998,1,MIN,AL,107,333,31,83,15,0,3,42,3,3,36,46,0,2,3,3,6 +giambja01,1998,1,OAK,AL,153,562,92,166,28,0,27,110,2,2,81,102,7,5,0,9,16 +giambje01,1998,1,KCA,AL,18,58,6,13,4,0,2,8,0,1,11,9,0,0,0,1,3 +gibsode01,1998,1,COL,NL,7,21,4,9,1,0,0,2,0,0,1,4,0,1,0,0,0 +gilbesh01,1998,1,NYN,NL,3,3,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +gilbesh01,1998,2,SLN,NL,4,2,0,1,0,0,0,0,1,0,0,1,0,0,0,0,0 +gilesbr02,1998,1,CLE,AL,112,350,56,94,19,0,16,66,10,5,73,75,8,3,1,3,7 +gilkebe01,1998,1,NYN,NL,82,264,33,60,15,0,4,28,5,1,32,66,1,4,2,3,6 +gilkebe01,1998,2,ARI,NL,29,101,8,25,0,0,1,5,4,2,11,14,0,1,1,0,5 +giovaed01,1998,1,SDN,NL,92,139,19,32,3,3,1,9,1,2,22,22,0,0,5,0,2 +gipsoch01,1998,1,SEA,AL,44,51,11,12,1,0,0,2,2,1,5,9,1,1,0,0,1 +girarjo01,1998,1,NYA,AL,78,254,31,70,11,4,3,31,2,4,14,38,1,2,8,1,10 +glanvdo01,1998,1,PHI,NL,158,678,106,189,28,7,8,49,23,6,42,89,1,6,5,4,7 +glaubke01,1998,1,CIN,NL,3,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +glaustr01,1998,1,ANA,AL,48,165,19,36,9,0,1,23,1,0,15,51,0,0,0,2,3 +glavito02,1998,1,ATL,NL,33,71,3,17,3,0,0,7,0,0,1,15,0,0,14,0,0 +gomeswa01,1998,1,PHI,NL,71,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +gomezch02,1998,1,SDN,NL,145,449,55,120,32,3,4,39,1,3,51,87,7,5,7,3,11 +gonzaal01,1998,1,TOR,AL,158,568,70,136,28,1,13,51,21,6,28,121,1,6,13,3,13 +gonzaal02,1998,1,FLO,NL,25,86,11,13,2,0,3,7,0,0,9,30,0,1,2,0,2 +gonzaga01,1998,1,FLO,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gonzaje01,1998,1,CHN,NL,21,32,0,6,1,0,0,2,0,0,0,11,0,0,8,0,0 +gonzaju03,1998,1,TEX,AL,154,606,110,193,50,2,45,157,2,1,46,126,9,6,0,11,20 +gonzala02,1998,1,COL,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gonzalu01,1998,1,DET,AL,154,547,84,146,35,5,23,71,12,7,57,62,7,8,0,8,9 +goodedw01,1998,1,CLE,AL,23,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +goodwcu01,1998,1,COL,NL,119,159,27,39,7,0,1,6,5,1,16,40,0,0,10,1,3 +goodwto01,1998,1,TEX,AL,154,520,102,151,13,3,2,33,38,20,73,90,0,2,10,3,2 +gordoto01,1998,1,BOS,AL,73,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gorecri01,1998,1,TBA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gracema01,1998,1,CHN,NL,158,595,92,184,39,3,17,89,4,7,93,56,8,3,0,7,17 +gracemi02,1998,1,PHI,NL,21,23,1,2,0,0,0,1,0,0,2,11,0,0,3,0,1 +graffto01,1998,1,ATL,NL,105,289,32,61,14,1,5,22,1,4,24,68,0,2,1,1,7 +graveda01,1998,1,CIN,NL,62,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +grebecr01,1998,1,TOR,AL,102,301,33,77,17,2,2,27,2,2,29,42,0,4,8,2,8 +greench02,1998,1,BAL,AL,13,21,1,4,1,0,0,0,0,0,0,8,0,0,1,0,1 +greensh01,1998,1,TOR,AL,158,630,106,175,33,4,35,100,35,12,50,142,2,5,1,3,6 +greento02,1998,1,ANA,AL,29,71,3,18,4,0,1,7,0,0,2,20,0,0,0,0,0 +greenty01,1998,1,PHI,NL,27,41,2,6,1,0,0,3,0,0,2,21,0,0,6,2,0 +greenwi01,1998,1,CIN,NL,111,356,57,96,18,1,14,49,6,3,56,80,2,3,0,2,7 +greenwi01,1998,2,BAL,AL,24,40,8,6,1,0,1,5,1,0,13,10,0,0,0,0,2 +greerru01,1998,1,TEX,AL,155,598,107,183,31,5,16,108,2,4,80,93,1,4,0,9,18 +greisse01,1998,1,DET,AL,21,4,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0 +grievbe01,1998,1,OAK,AL,155,583,94,168,41,2,18,89,2,2,85,123,3,9,0,1,18 +griffke02,1998,1,SEA,AL,161,633,120,180,33,3,56,146,20,5,76,121,11,7,0,4,14 +grissma02,1998,1,MIL,NL,142,542,57,147,28,1,10,60,13,8,24,78,2,2,2,2,12 +groombu01,1998,1,OAK,AL,75,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grudzma01,1998,1,MON,NL,105,396,51,109,15,1,8,41,11,5,21,50,1,9,5,4,11 +grudzma01,1998,2,LAN,NL,51,193,11,51,6,0,2,21,7,0,5,23,1,2,3,3,7 +grzanmi01,1998,1,HOU,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guarded01,1998,1,MIN,AL,79,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guerrvl01,1998,1,MON,NL,159,623,108,202,37,7,38,109,11,9,42,95,13,7,0,5,15 +guerrwi01,1998,1,LAN,NL,64,180,21,51,4,3,0,7,5,2,4,33,0,1,3,2,3 +guerrwi01,1998,2,MON,NL,52,222,29,63,10,6,2,20,3,0,10,30,0,0,3,1,1 +guevagi01,1998,1,SEA,AL,11,13,4,3,2,0,0,0,0,0,4,4,0,1,0,0,1 +guillca01,1998,1,SEA,AL,10,39,9,13,1,1,0,5,2,0,3,9,0,0,0,0,0 +guilljo01,1998,1,PIT,NL,153,573,60,153,38,2,14,84,3,5,21,100,0,6,1,4,7 +guilloz01,1998,1,BAL,AL,12,16,2,1,0,0,0,0,0,1,1,2,0,0,1,0,1 +guilloz01,1998,2,ATL,NL,83,264,35,73,15,1,1,22,1,4,24,25,0,1,4,2,2 +gundeer01,1998,1,TEX,AL,68,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guthrma01,1998,1,LAN,NL,53,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gutieri01,1998,1,HOU,NL,141,491,55,128,24,3,2,46,13,7,54,84,5,6,3,7,20 +guzmaju01,1998,1,TOR,AL,22,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guzmaju01,1998,2,BAL,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gwynnto01,1998,1,SDN,NL,127,461,65,148,35,0,16,69,3,1,35,18,6,1,0,8,14 +hairsje02,1998,1,BAL,AL,6,7,2,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +halamjo01,1998,1,HOU,NL,6,10,1,0,0,0,0,0,0,0,2,7,0,0,1,0,0 +hallaro01,1998,1,TOR,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hallda01,1998,1,LAN,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +haltesh01,1998,1,KCA,AL,86,204,17,45,12,0,2,13,2,5,12,38,0,1,7,2,3 +hamelbo01,1998,1,MIL,NL,109,146,15,32,6,0,7,22,0,1,16,30,1,1,1,3,7 +hamilda02,1998,1,SFN,NL,97,367,65,108,19,2,1,26,9,8,59,53,0,2,6,2,6 +hamilda02,1998,2,COL,NL,51,194,30,65,9,1,5,25,4,1,23,20,1,1,6,1,0 +hamiljo02,1998,1,SDN,NL,35,71,1,10,0,1,1,6,0,0,1,31,0,0,2,0,0 +hammoch01,1998,1,FLO,NL,3,5,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +hammoje01,1998,1,BAL,AL,63,171,36,46,12,1,6,28,7,2,26,38,1,3,0,3,2 +hammoje01,1998,2,CIN,NL,26,86,14,26,4,1,0,11,1,1,13,18,0,0,3,1,0 +hamptmi01,1998,1,HOU,NL,32,61,3,16,4,0,0,2,2,0,7,12,0,1,7,0,2 +haneych01,1998,1,KCA,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +haneych01,1998,2,CHN,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +haneyto01,1998,1,NYN,NL,3,3,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +hanseje01,1998,1,KCA,AL,4,3,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +hansoer01,1998,1,TOR,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hardtja01,1998,1,CHN,NL,18,21,2,5,0,0,0,2,0,0,2,6,0,0,0,0,0 +harnipe01,1998,1,CIN,NL,32,66,3,7,0,0,0,1,0,0,1,22,0,0,9,0,1 +harride01,1998,1,DET,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +harrile01,1998,1,CIN,NL,57,122,12,36,8,0,0,10,1,3,8,9,2,1,0,2,8 +harrile01,1998,2,NYN,NL,75,168,18,39,7,0,6,17,5,2,9,12,1,1,4,2,5 +harripe01,1998,1,ANA,AL,49,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +harrire01,1998,1,HOU,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hartgde01,1998,1,SFN,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hasegsh01,1998,1,ANA,AL,61,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +haselbi01,1998,1,TEX,AL,40,105,11,33,6,0,6,17,0,0,3,17,0,0,0,2,2 +hatchch01,1998,1,KCA,AL,8,15,0,1,0,0,0,1,0,0,1,7,0,0,0,0,0 +hattesc01,1998,1,BOS,AL,112,359,46,99,23,1,12,43,0,0,43,58,3,5,0,3,11 +hawkila01,1998,1,MIN,AL,33,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +hayesch01,1998,1,SFN,NL,111,329,39,94,8,0,12,62,2,1,34,61,0,0,1,2,4 +hayneji01,1998,1,OAK,AL,33,3,1,0,0,0,0,0,0,0,1,3,0,0,0,0,0 +heathmi03,1998,1,CHA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +helliri01,1998,1,TEX,AL,33,5,0,1,0,0,0,0,0,0,0,2,0,0,1,0,0 +helmswe01,1998,1,ATL,NL,7,13,2,4,1,0,1,2,0,0,0,4,0,0,0,0,0 +heltoto01,1998,1,COL,NL,152,530,78,167,37,1,25,97,3,3,53,54,5,6,1,5,15 +henderi01,1998,1,OAK,AL,152,542,101,128,16,1,14,57,66,13,118,114,0,5,2,3,5 +hendero01,1998,1,MIL,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +henlebo01,1998,1,MON,NL,41,115,16,35,8,1,3,18,3,0,11,26,0,3,2,1,4 +henrios01,1998,1,FLO,NL,15,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +henrybu01,1998,1,BOS,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +henrydo01,1998,1,HOU,NL,59,4,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +hentgpa01,1998,1,TOR,AL,29,5,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +heredfe01,1998,1,FLO,NL,41,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +heredfe01,1998,2,CHN,NL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +heredgi01,1998,1,OAK,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hermadu01,1998,1,MON,NL,32,52,7,6,1,0,1,2,0,0,10,29,0,1,5,0,0 +hernaca01,1998,1,SDN,NL,129,390,34,102,15,0,9,52,2,2,16,54,2,9,0,2,19 +hernajo01,1998,1,CHN,NL,149,488,76,124,23,7,23,75,4,6,40,140,3,1,2,2,12 +hernali01,1998,1,FLO,NL,35,82,3,16,3,0,0,6,0,0,0,20,0,1,1,0,4 +hernaor01,1998,1,NYA,AL,21,7,0,0,0,0,0,0,0,0,0,5,0,0,1,0,0 +hernaro01,1998,1,TBA,AL,67,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hernaxa01,1998,1,TEX,AL,46,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hershor01,1998,1,SFN,NL,34,66,7,10,2,0,0,1,1,0,3,16,0,1,8,0,0 +hidalri01,1998,1,HOU,NL,74,211,31,64,15,0,7,35,3,3,17,37,0,2,0,4,5 +higgibo02,1998,1,DET,AL,157,612,92,174,37,4,25,85,3,3,63,101,2,6,0,4,16 +hillgl01,1998,1,SEA,AL,74,259,37,75,20,2,12,33,1,1,14,45,1,3,0,1,13 +hillgl01,1998,2,CHN,NL,48,131,26,46,5,0,8,23,0,0,14,34,1,0,0,0,3 +hillke01,1998,1,ANA,AL,19,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hinchaj01,1998,1,OAK,AL,120,337,34,78,10,0,9,35,3,0,30,89,0,4,13,7,6 +hitchst01,1998,1,SDN,NL,39,50,5,7,0,0,0,2,0,0,1,21,0,0,5,0,0 +hockide01,1998,1,MIN,AL,110,198,32,40,6,1,3,15,2,1,16,44,1,0,3,2,2 +hoffmtr01,1998,1,SDN,NL,66,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +hoilech01,1998,1,BAL,AL,97,267,36,70,12,0,15,56,0,1,38,50,0,4,5,4,5 +holbera01,1998,1,ATL,NL,8,15,2,2,0,0,0,1,0,0,2,4,0,0,0,1,0 +holbera01,1998,2,MON,NL,2,5,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +holdrda01,1998,1,SEA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hollato01,1998,1,LAN,NL,55,175,23,47,6,4,3,20,4,3,9,42,0,1,2,0,2 +hollida01,1998,1,ANA,AL,101,363,60,88,16,2,11,39,11,3,44,69,2,7,2,2,5 +hollida02,1998,1,ATL,NL,3,6,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +hollida02,1998,2,LAN,NL,5,9,1,2,0,0,0,2,0,1,0,2,0,0,0,0,0 +holmeda01,1998,1,NYA,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +holtzmi01,1998,1,ANA,AL,53,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +holzema01,1998,1,OAK,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +houstty01,1998,1,CHN,NL,95,255,26,65,7,1,9,33,2,2,13,53,1,0,1,1,6 +howarda02,1998,1,SLN,NL,46,102,15,25,1,1,2,12,0,0,12,22,2,0,2,1,2 +howarth01,1998,1,LAN,NL,47,76,9,14,4,0,2,4,1,0,3,15,0,0,0,0,2 +howelja02,1998,1,HOU,NL,24,38,4,11,5,0,1,7,0,0,4,12,0,0,0,0,1 +howrybo01,1998,1,CHA,AL,44,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hubbami01,1998,1,MON,NL,32,55,3,8,1,0,1,3,0,0,0,17,0,1,0,0,1 +hubbatr01,1998,1,LAN,NL,94,208,29,62,9,1,7,18,9,5,18,46,0,3,3,3,5 +hudekjo01,1998,1,NYN,NL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hudekjo01,1998,2,CIN,NL,30,3,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +hudlere01,1998,1,PHI,NL,25,41,2,5,1,0,0,2,0,0,4,12,0,0,0,0,1 +hudsojo02,1998,1,MIL,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hughebo01,1998,1,MIL,NL,85,218,28,50,7,2,9,29,1,2,16,54,1,1,1,1,3 +hundlto01,1998,1,NYN,NL,53,124,8,20,4,0,3,12,1,1,16,55,0,1,0,1,0 +huntebr01,1998,1,SLN,NL,62,112,11,23,9,1,4,13,1,1,7,23,0,1,3,0,4 +huntebr02,1998,1,DET,AL,142,595,67,151,29,3,4,36,42,12,36,94,0,2,2,1,8 +hunteto01,1998,1,MIN,AL,6,17,0,4,1,0,0,2,0,1,2,6,0,0,0,0,1 +huskebu01,1998,1,NYN,NL,113,369,43,93,18,0,13,59,7,6,26,66,3,1,2,4,13 +husonje01,1998,1,SEA,AL,31,49,8,8,1,0,1,4,1,1,5,6,0,0,0,0,0 +huttoma01,1998,1,CIN,NL,10,1,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0 +ibanera01,1998,1,SEA,AL,37,98,12,25,7,1,2,12,0,0,5,22,0,0,0,0,4 +incavpe01,1998,1,DET,AL,7,14,0,1,0,0,0,0,0,0,1,6,0,0,0,0,0 +incavpe01,1998,2,HOU,NL,13,16,0,2,1,0,0,2,0,0,1,4,0,0,0,0,1 +irabuhi01,1998,1,NYA,AL,29,4,0,1,0,0,0,0,0,0,0,3,0,0,1,0,0 +jacksda03,1998,1,MIL,NL,114,204,20,49,13,1,4,20,1,1,9,37,0,1,0,0,5 +jacksda04,1998,1,CIN,NL,13,38,4,12,5,0,0,7,2,0,6,4,0,0,0,1,1 +jacksmi02,1998,1,CLE,AL,69,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jacksry01,1998,1,FLO,NL,111,260,26,65,15,1,5,31,1,1,20,73,0,1,2,1,3 +jacomja01,1998,1,CLE,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jahajo01,1998,1,MIL,NL,73,216,29,45,6,1,7,38,1,3,49,66,3,6,0,2,5 +jamesmi01,1998,1,ANA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +javiest01,1998,1,SFN,NL,135,417,63,121,13,5,4,49,21,5,65,63,4,1,4,3,13 +jeffegr01,1998,1,PHI,NL,125,483,65,142,22,3,8,48,11,3,29,27,4,1,1,6,17 +jeffegr01,1998,2,ANA,AL,19,72,7,25,6,0,1,10,1,0,0,5,0,0,0,0,2 +jeffere01,1998,1,BOS,AL,62,196,24,60,16,1,8,31,0,0,21,40,2,1,0,1,7 +jenkige01,1998,1,MIL,NL,84,262,33,60,12,1,9,28,1,3,20,61,4,2,0,1,7 +jensema01,1998,1,MIL,NL,2,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +jerzemi01,1998,1,NYA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jeterde01,1998,1,NYA,AL,149,626,127,203,25,8,19,84,30,6,57,119,1,5,3,3,13 +jimenjo01,1998,1,SLN,NL,4,6,0,0,0,0,0,1,0,0,0,4,0,0,2,0,0 +johnsbr01,1998,1,SFN,NL,99,308,34,73,8,1,13,34,0,2,28,67,4,5,4,1,11 +johnsch04,1998,1,FLO,NL,31,113,13,25,5,0,7,23,0,1,16,30,0,0,0,1,3 +johnsch04,1998,2,LAN,NL,102,346,31,75,13,0,12,35,0,1,29,99,1,1,0,0,9 +johnsdo04,1998,1,BAL,AL,31,2,1,2,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnsja02,1998,1,TBA,AL,13,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +johnsjo07,1998,1,SFN,NL,70,2,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +johnsjo08,1998,1,TEX,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnske03,1998,1,BOS,AL,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +johnsla03,1998,1,CHN,NL,85,304,51,85,8,4,2,21,10,6,26,22,1,0,1,1,5 +johnsma01,1998,1,ANA,AL,10,14,1,1,0,0,0,0,0,0,0,6,0,0,0,0,1 +johnsma02,1998,1,CHA,AL,7,23,2,2,0,2,0,1,0,0,1,8,0,0,0,0,0 +johnsmi02,1998,1,MON,NL,2,3,0,1,0,0,0,1,0,0,0,1,0,0,0,0,0 +johnsra05,1998,1,SEA,AL,23,7,1,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +johnsra05,1998,2,HOU,NL,11,32,1,2,1,0,0,2,0,0,0,17,0,0,3,0,1 +johnsru01,1998,1,HOU,NL,8,13,2,3,1,0,0,0,1,0,1,5,0,1,0,0,1 +jonesan01,1998,1,ATL,NL,159,582,89,158,33,8,31,90,27,4,40,129,8,4,1,4,10 +jonesbo03,1998,1,NYN,NL,30,48,1,9,1,0,0,4,0,0,2,21,0,0,12,0,1 +jonesbo04,1998,1,COL,NL,35,45,3,8,1,0,0,4,0,0,0,14,0,0,5,0,1 +jonesch05,1998,1,ARI,NL,20,31,3,6,1,0,0,3,0,0,3,9,0,0,0,0,2 +jonesch05,1998,2,SFN,NL,43,90,14,17,2,1,2,10,2,1,8,28,0,0,0,2,0 +jonesch06,1998,1,ATL,NL,160,601,123,188,29,5,34,107,16,6,96,93,1,1,1,8,17 +jonesdo01,1998,1,MIL,NL,46,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +jonesdo01,1998,2,CLE,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +joneste02,1998,1,MON,NL,60,212,30,46,7,2,1,15,16,4,21,46,1,0,15,0,2 +jonesto02,1998,1,DET,AL,65,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jordabr01,1998,1,SLN,NL,150,564,100,178,34,7,25,91,17,5,40,66,1,9,0,4,18 +jordake01,1998,1,PHI,NL,112,250,23,69,13,0,2,27,0,0,8,30,1,2,0,1,5 +jordari03,1998,1,CIN,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +joynewa01,1998,1,SDN,NL,131,439,58,131,30,1,12,80,1,2,51,44,8,1,0,3,11 +juddmi01,1998,1,LAN,NL,7,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +judenje01,1998,1,MIL,NL,24,41,3,5,1,0,0,4,0,0,0,12,0,0,3,0,3 +judenje01,1998,2,ANA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +justida01,1998,1,CLE,AL,146,540,94,151,39,2,21,88,9,3,76,98,7,0,0,9,9 +kamiesc01,1998,1,BAL,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kaplega01,1998,1,DET,AL,7,25,3,5,0,1,0,0,2,0,1,4,0,0,0,0,0 +karchma01,1998,1,CHA,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +karchma01,1998,2,CHN,NL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +karlsc01,1998,1,MIL,NL,34,56,3,4,0,1,0,0,0,0,4,17,0,0,9,0,1 +karroer01,1998,1,LAN,NL,139,507,59,150,20,1,23,87,7,2,47,93,1,3,0,7,7 +karsast01,1998,1,CLE,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +keaglgr01,1998,1,DET,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kellymi02,1998,1,TBA,AL,106,279,39,67,11,2,10,33,13,6,22,80,1,0,1,1,8 +kellypa03,1998,1,SLN,NL,53,153,18,33,5,0,4,14,5,1,13,48,0,2,1,1,3 +kellyro01,1998,1,TEX,AL,75,257,48,83,7,3,16,46,0,2,8,46,0,3,1,1,4 +kendaja01,1998,1,PIT,NL,149,535,95,175,36,3,12,75,26,5,51,51,3,31,2,8,6 +kentje01,1998,1,SFN,NL,137,526,94,156,37,3,31,128,9,4,48,110,4,9,1,10,16 +keyji01,1998,1,BAL,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kileda01,1998,1,COL,NL,39,71,5,18,5,0,0,5,0,0,4,22,0,0,9,0,1 +kingcu01,1998,1,SLN,NL,36,5,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1 +kingje01,1998,1,KCA,AL,131,486,83,128,17,1,24,93,10,2,42,73,1,2,0,10,10 +kingsge01,1998,1,BAL,AL,11,2,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +kinkami01,1998,1,NYN,NL,3,2,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kirbywa01,1998,1,NYN,NL,26,31,5,6,0,1,0,0,1,1,1,9,0,0,1,0,0 +klassda01,1998,1,ARI,NL,29,108,12,21,2,1,3,8,1,1,9,33,0,1,0,0,5 +kleskry01,1998,1,ATL,NL,129,427,69,117,29,1,18,70,5,3,56,66,5,3,0,4,9 +klinest02,1998,1,MON,NL,78,4,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +klingsc01,1998,1,CIN,NL,4,6,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +knoblch01,1998,1,NYA,AL,150,603,117,160,25,4,17,64,31,12,76,70,1,18,2,7,13 +knorrra01,1998,1,FLO,NL,15,49,4,10,4,1,2,11,0,0,1,10,0,0,0,1,0 +konerpa01,1998,1,LAN,NL,49,144,14,31,1,0,4,16,0,1,10,30,0,2,0,2,5 +konerpa01,1998,2,CIN,NL,26,73,7,16,3,0,3,13,0,0,6,10,0,1,0,1,5 +koskico01,1998,1,MIN,AL,11,29,2,4,0,0,1,2,0,0,2,10,0,0,0,0,0 +kotsama01,1998,1,FLO,NL,154,578,72,161,25,7,11,68,10,5,34,61,2,1,7,3,17 +kreutch01,1998,1,CHA,AL,93,245,26,62,9,1,2,33,1,0,32,45,1,3,5,1,8 +kreutch01,1998,2,ANA,AL,3,7,1,1,1,0,0,0,0,0,1,4,0,0,0,0,0 +krivdri01,1998,1,CLE,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +krivdri01,1998,2,CIN,NL,16,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +kroonma01,1998,1,SDN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kroonma01,1998,2,CIN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kubenje01,1998,1,LAN,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lakerti01,1998,1,TBA,AL,3,5,1,1,0,0,0,0,0,1,1,1,0,0,0,0,0 +lakerti01,1998,2,PIT,NL,14,24,2,9,1,0,1,2,0,0,1,3,0,0,0,1,1 +lampkto01,1998,1,SLN,NL,93,216,25,50,12,1,6,28,3,2,24,32,5,7,1,0,5 +langsma01,1998,1,SDN,NL,23,24,0,2,1,0,0,2,0,0,2,9,0,0,4,0,0 +lankffr01,1998,1,LAN,NL,12,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +lankfra01,1998,1,SLN,NL,154,533,94,156,37,1,31,105,26,5,86,151,5,3,0,4,4 +lansimi01,1998,1,COL,NL,153,584,73,161,39,2,12,66,10,3,39,88,4,5,7,3,18 +larkian01,1998,1,FLO,NL,17,29,1,4,0,0,0,0,0,0,1,19,0,0,2,0,0 +larkiba01,1998,1,CIN,NL,145,538,93,166,34,10,17,72,26,3,79,69,5,2,4,3,12 +larkist02,1998,1,CIN,NL,1,3,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +lathach01,1998,1,MIN,AL,34,94,14,15,1,0,1,5,4,2,13,36,0,0,1,0,0 +lawrese01,1998,1,PIT,NL,7,6,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +lawtoma02,1998,1,MIN,AL,152,557,91,155,36,6,21,77,16,8,86,64,6,15,0,4,10 +ledeeri01,1998,1,NYA,AL,42,79,13,19,5,2,1,12,3,1,7,29,0,0,0,1,1 +ledesaa01,1998,1,TBA,AL,95,299,30,97,16,3,0,29,9,7,9,51,1,1,4,2,8 +leede02,1998,1,FLO,NL,141,454,62,106,29,1,17,74,5,2,47,120,1,10,0,2,12 +leetr01,1998,1,ARI,NL,146,562,71,151,20,2,22,72,8,1,67,123,5,0,0,1,13 +leiteal01,1998,1,NYN,NL,28,57,1,6,3,0,0,4,0,0,7,32,0,0,5,0,0 +leitema01,1998,1,PHI,NL,69,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +leiussc01,1998,1,KCA,AL,17,46,2,8,0,0,0,4,0,0,1,6,0,0,0,0,2 +lemkema01,1998,1,BOS,AL,31,91,10,17,4,0,0,7,0,1,6,15,0,0,1,2,0 +lennopa01,1998,1,TOR,AL,2,4,1,2,2,0,0,0,0,0,0,1,0,0,0,0,0 +leshebr01,1998,1,OAK,AL,7,7,0,1,1,0,0,1,0,0,0,3,0,0,0,0,0 +leskacu01,1998,1,COL,NL,66,2,1,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +levinal01,1998,1,TEX,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +levisje01,1998,1,MIL,NL,22,37,4,13,0,0,0,4,1,0,7,6,2,2,1,1,3 +lewisda01,1998,1,BOS,AL,155,585,95,157,25,3,8,63,29,12,70,94,0,8,2,5,12 +lewisma01,1998,1,PHI,NL,142,518,52,129,21,2,9,54,3,3,48,111,2,3,3,8,17 +lewisri01,1998,1,BAL,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leyriji01,1998,1,BOS,AL,52,129,17,37,6,0,8,24,0,0,21,34,1,2,0,4,4 +leyriji01,1998,2,SDN,NL,62,143,17,38,10,0,4,18,0,0,21,40,0,7,0,1,2 +liebejo01,1998,1,PIT,NL,29,48,3,8,1,0,0,1,0,0,3,20,0,0,7,0,0 +liebemi01,1998,1,PHI,NL,86,313,39,80,15,3,8,45,2,1,17,44,1,7,0,5,4 +ligteke01,1998,1,ATL,NL,75,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +limajo01,1998,1,HOU,NL,33,79,6,11,2,0,0,4,0,0,2,27,0,0,9,1,0 +lirafe01,1998,1,SEA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +liriane01,1998,1,COL,NL,12,17,0,0,0,0,0,0,0,0,0,7,0,0,0,0,1 +littlma01,1998,1,SLN,NL,7,12,0,1,0,0,0,0,1,0,2,5,0,0,1,0,0 +livinsc01,1998,1,MON,NL,76,110,1,23,6,0,0,12,1,1,5,15,2,0,0,3,2 +lloydgr01,1998,1,NYA,AL,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +loaizes01,1998,1,PIT,NL,21,29,2,7,0,0,0,3,0,0,1,5,0,0,3,0,1 +loaizes01,1998,2,TEX,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lockhke01,1998,1,ATL,NL,109,366,50,94,21,0,9,37,2,2,29,37,0,1,2,3,2 +loducpa01,1998,1,LAN,NL,6,14,2,4,1,0,0,1,0,0,0,1,0,0,0,0,0 +loeweca01,1998,1,PHI,NL,21,35,4,3,0,0,0,1,0,0,3,10,0,0,5,0,1 +loftoke01,1998,1,CLE,AL,154,600,101,169,31,6,12,64,54,10,87,80,1,2,3,6,7 +loiseri01,1998,1,PIT,NL,54,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +lombage01,1998,1,ATL,NL,6,6,2,2,0,0,1,1,1,0,0,1,0,0,0,0,0 +loopebr01,1998,1,SLN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lopezal02,1998,1,TBA,AL,54,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lopezja01,1998,1,ATL,NL,133,489,73,139,21,1,34,106,5,3,30,85,1,6,1,8,22 +lopezlu02,1998,1,NYN,NL,117,266,37,67,13,2,2,22,2,2,20,60,3,4,3,2,10 +lopezme01,1998,1,KCA,AL,74,206,18,50,10,2,1,15,5,2,12,40,0,1,5,1,6 +loretma01,1998,1,MIL,NL,140,434,55,137,29,0,6,54,9,6,42,47,1,7,4,4,14 +lorraan01,1998,1,SEA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lovulto01,1998,1,CLE,AL,6,19,1,4,1,0,0,1,0,0,1,2,0,0,1,0,1 +lowede01,1998,1,BOS,AL,63,4,0,0,0,0,0,0,0,0,1,3,0,0,0,0,0 +lowelmi01,1998,1,NYA,AL,8,15,1,4,0,0,0,0,0,0,0,1,0,0,0,0,0 +lowerte01,1998,1,CHN,NL,24,15,2,3,1,0,0,1,0,0,3,7,0,0,0,0,0 +lowese01,1998,1,SLN,NL,4,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ludwier01,1998,1,FLO,NL,13,7,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +lukema01,1998,1,LAN,NL,33,77,10,22,7,0,3,11,0,0,3,18,0,0,1,0,1 +lukema01,1998,2,CLE,AL,2,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lukema01,1998,3,LAN,NL,69,160,24,34,5,1,9,23,2,1,14,42,2,1,0,1,3 +mabryjo01,1998,1,SLN,NL,142,377,41,94,22,0,9,46,0,2,30,76,6,1,3,2,6 +macfami01,1998,1,KCA,AL,3,11,1,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +macfami01,1998,2,OAK,AL,78,207,28,52,12,0,7,34,1,0,12,34,0,4,1,3,3 +macharo01,1998,1,CHA,AL,34,111,14,23,6,0,3,15,0,0,7,22,0,0,3,0,3 +macksh01,1998,1,OAK,AL,3,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +macksh01,1998,2,KCA,AL,66,207,30,58,15,1,6,29,8,2,15,36,0,6,0,1,6 +maddugr01,1998,1,ATL,NL,34,75,4,18,3,0,0,4,0,1,4,18,0,0,6,0,0 +maddumi01,1998,1,MON,NL,51,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +magadda01,1998,1,OAK,AL,35,109,12,35,8,0,1,13,0,1,13,12,1,0,0,1,5 +mageewe01,1998,1,PHI,NL,20,75,9,22,6,1,1,11,0,0,7,11,0,0,0,0,4 +magnami01,1998,1,HOU,NL,48,2,0,2,0,0,0,1,0,0,0,0,0,0,0,0,0 +mahayro01,1998,1,BOS,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +malloma01,1998,1,ATL,NL,11,28,3,5,1,0,1,1,0,0,2,2,0,0,0,0,0 +malonse01,1998,1,LAN,NL,11,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +mantema01,1998,1,FLO,NL,42,3,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +mantoje01,1998,1,CLE,AL,7,14,3,1,0,0,0,1,0,0,1,5,0,0,0,0,2 +mantoje01,1998,2,DET,AL,16,30,6,8,2,0,1,3,1,0,3,11,0,1,0,0,1 +mantoje01,1998,3,CLE,AL,8,23,5,7,1,0,2,5,0,1,1,5,0,0,0,0,2 +manueba01,1998,1,ARI,NL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +manwaki01,1998,1,COL,NL,110,291,30,72,12,3,2,26,1,5,38,49,3,3,2,1,11 +marreel01,1998,1,SLN,NL,83,254,28,62,18,1,4,20,6,2,28,42,5,0,1,1,5 +martial03,1998,1,PIT,NL,125,440,57,105,15,2,12,47,20,3,32,91,2,5,0,2,13 +martida01,1998,1,TBA,AL,90,309,31,79,11,0,3,20,8,7,35,52,4,2,0,1,5 +martide01,1998,1,ATL,NL,53,11,0,1,1,0,0,3,0,0,1,7,0,0,1,0,1 +martied01,1998,1,SEA,AL,154,556,86,179,46,1,29,102,1,1,106,96,4,3,0,7,13 +martife01,1998,1,KCA,AL,34,85,7,11,1,1,0,5,3,1,5,21,0,1,4,0,1 +martigr01,1998,1,MIL,NL,13,3,2,0,0,0,0,0,2,0,1,2,0,0,0,0,0 +martija02,1998,1,PIT,NL,37,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +martima02,1998,1,PIT,NL,73,180,21,45,11,2,6,24,0,3,9,44,0,2,3,2,3 +martino01,1998,1,ANA,AL,79,195,20,42,2,0,1,13,3,1,6,29,0,0,3,2,9 +martipe02,1998,1,BOS,AL,33,7,0,0,0,0,0,0,0,0,0,5,0,0,0,0,0 +martira02,1998,1,LAN,NL,15,34,3,6,1,1,0,1,0,0,0,16,0,0,5,0,0 +martira03,1998,1,SFN,NL,19,19,4,6,1,0,0,0,0,0,4,2,0,0,1,0,0 +martisa01,1998,1,CHN,NL,45,87,7,23,9,1,0,7,1,0,13,21,0,1,0,1,3 +martiti02,1998,1,NYA,AL,142,531,92,149,33,1,28,123,2,1,61,83,3,6,0,10,18 +martito02,1998,1,CLE,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +marzajo01,1998,1,SEA,AL,50,133,13,31,7,1,4,12,0,0,9,24,1,9,2,0,3 +mashoda01,1998,1,ANA,AL,43,98,13,23,6,0,2,11,1,0,9,22,0,3,1,0,3 +mathemi01,1998,1,MIL,NL,108,320,24,76,13,0,6,27,1,0,11,63,0,7,3,0,6 +mathete01,1998,1,BAL,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mathetj01,1998,1,OAK,AL,66,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +maxweja01,1998,1,CHN,NL,7,3,2,1,0,0,1,2,0,0,0,2,0,0,1,0,0 +mayde01,1998,1,MON,NL,85,180,13,43,8,0,5,15,0,0,11,24,1,0,0,1,5 +maynebr01,1998,1,SFN,NL,94,275,26,75,15,0,3,32,2,1,37,47,3,1,2,2,8 +mccarda01,1998,1,SEA,AL,8,18,1,5,0,0,1,2,1,0,5,4,0,0,0,0,0 +mccargr01,1998,1,SEA,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcclasc01,1998,1,TBA,AL,9,20,2,2,0,0,0,0,0,0,2,6,0,1,0,0,0 +mccraqu01,1998,1,TBA,AL,155,614,77,179,38,7,7,59,19,10,41,107,1,3,9,8,12 +mccurje01,1998,1,PIT,NL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcdilal01,1998,1,KCA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcdonja02,1998,1,OAK,AL,70,175,25,44,9,0,1,16,10,4,27,33,0,3,6,1,2 +mcdowja01,1998,1,ANA,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcelrch01,1998,1,COL,NL,78,5,0,1,0,0,0,0,0,0,0,3,0,0,1,0,0 +mcewijo01,1998,1,SLN,NL,10,20,5,4,1,0,0,1,0,1,1,3,0,1,1,0,0 +mcgeewi01,1998,1,SLN,NL,120,269,27,68,10,1,3,34,7,2,14,49,5,0,0,3,6 +mcgrifr01,1998,1,TBA,AL,151,564,73,160,33,0,19,81,7,2,79,118,9,2,0,4,14 +mcguiry01,1998,1,MON,NL,130,210,17,39,9,0,1,10,0,0,32,55,0,0,1,1,9 +mcgwima01,1998,1,SLN,NL,155,509,130,152,21,0,70,147,1,0,162,155,28,6,0,4,8 +mclemma01,1998,1,TEX,AL,126,461,79,114,15,1,5,53,12,4,89,64,1,2,12,3,15 +mcmicgr01,1998,1,NYN,NL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcmicgr01,1998,2,LAN,NL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcmicgr01,1998,3,NYN,NL,30,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcraebr01,1998,1,NYN,NL,159,552,79,146,36,5,21,79,20,11,80,90,3,5,3,5,5 +meadobr01,1998,1,FLO,NL,31,54,4,7,0,0,0,3,0,0,4,19,0,0,2,1,2 +mearepa01,1998,1,MIN,AL,149,543,56,141,26,3,9,70,7,4,24,86,1,6,3,5,12 +mecirji01,1998,1,TBA,AL,68,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +medinra01,1998,1,FLO,NL,12,19,1,1,0,0,0,0,0,0,0,6,0,0,6,0,0 +melusmi01,1998,1,HOU,NL,8,8,1,2,1,0,0,0,0,0,1,4,0,0,0,0,1 +mendora01,1998,1,NYA,AL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +mercejo02,1998,1,MIL,NL,7,11,0,1,0,0,0,0,0,0,0,6,0,1,0,0,0 +merceor01,1998,1,MIN,AL,63,204,22,59,12,0,5,33,1,4,17,29,3,1,0,1,4 +merceor01,1998,2,BOS,AL,9,9,0,0,0,0,0,2,0,0,2,3,0,0,0,1,0 +merceor01,1998,3,CHN,NL,12,10,2,3,0,0,1,5,0,0,1,2,0,0,0,1,2 +merckke01,1998,1,SLN,NL,32,54,3,8,0,1,1,6,0,0,2,25,0,0,5,0,1 +merlolo01,1998,1,BOS,AL,39,96,10,27,6,0,1,15,1,0,7,20,1,2,1,0,1 +mesajo01,1998,1,CLE,AL,44,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mesajo01,1998,2,SFN,NL,32,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +metcami01,1998,1,LAN,NL,4,1,0,0,0,0,0,0,2,0,0,1,0,0,0,0,0 +meulehe01,1998,1,ARI,NL,7,15,1,1,0,0,1,1,0,0,0,6,0,0,0,0,0 +micelda01,1998,1,SDN,NL,67,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +michach01,1998,1,ARI,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mientdo01,1998,1,MIN,AL,8,25,1,5,1,0,0,2,1,1,4,3,0,0,0,0,0 +mieskma01,1998,1,CHN,NL,77,97,16,29,7,0,1,12,0,0,11,17,1,1,1,1,0 +millake01,1998,1,FLO,NL,2,2,1,1,0,0,0,0,0,0,1,0,0,0,0,0,0 +milleda02,1998,1,ARI,NL,57,168,17,48,14,2,3,14,1,0,11,43,2,2,2,0,2 +milleku01,1998,1,CHN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +milletr01,1998,1,MIN,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +milletr02,1998,1,HOU,NL,37,3,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0 +millira02,1998,1,NYN,NL,10,1,3,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +millsal01,1998,1,BAL,AL,72,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +millwke01,1998,1,ATL,NL,31,50,1,4,1,0,0,1,0,0,6,22,0,0,6,0,0 +miltoer01,1998,1,MIN,AL,32,9,0,4,0,0,0,1,0,0,0,4,0,0,0,0,0 +minorry01,1998,1,BAL,AL,9,14,3,6,1,0,0,1,0,0,0,3,0,0,0,0,0 +mirabdo01,1998,1,SFN,NL,10,17,2,4,2,0,1,4,0,0,2,6,0,0,0,0,0 +mitchke01,1998,1,OAK,AL,51,127,14,29,7,1,2,21,0,0,9,26,0,0,0,0,4 +mitchke02,1998,1,BOS,AL,23,33,4,9,2,0,0,6,1,0,7,5,1,0,0,0,0 +mlickda01,1998,1,NYN,NL,10,16,3,3,0,0,0,0,0,0,2,5,0,0,3,0,0 +mlickda01,1998,2,LAN,NL,20,34,1,2,1,0,0,0,0,0,2,10,0,0,7,0,0 +moehlbr01,1998,1,DET,AL,33,4,1,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +mohlemi01,1998,1,OAK,AL,57,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +molinbe01,1998,1,ANA,AL,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +moliniz01,1998,1,OAK,AL,6,2,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +molitpa01,1998,1,MIN,AL,126,502,75,141,29,5,4,69,9,2,45,41,5,1,1,10,19 +monahsh01,1998,1,SEA,AL,62,211,17,51,8,1,4,28,1,2,8,53,0,0,4,0,0 +mondera01,1998,1,LAN,NL,148,580,85,162,26,5,30,90,16,10,30,112,4,3,0,4,8 +montgje01,1998,1,KCA,AL,56,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +montgra01,1998,1,HOU,NL,6,5,2,2,0,0,0,0,0,0,0,0,0,0,0,0,0 +mooretr01,1998,1,MON,NL,14,17,1,4,1,0,0,0,0,0,1,3,0,0,1,0,0 +moranmi01,1998,1,CHN,NL,154,582,93,172,20,4,8,53,13,1,72,84,4,9,4,2,14 +mordemi01,1998,1,MON,NL,73,119,12,24,4,2,3,10,1,0,9,20,0,0,2,0,2 +morgami01,1998,1,MIN,AL,18,2,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +morgami01,1998,2,CHN,NL,5,6,0,4,1,0,0,0,0,0,0,2,0,0,1,0,0 +mormaal01,1998,1,CLE,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mormaal01,1998,2,SFN,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +morriha02,1998,1,KCA,AL,127,472,50,146,27,2,1,40,1,0,32,52,6,1,4,7,15 +morrima01,1998,1,SLN,NL,17,29,1,2,1,0,0,3,0,0,5,16,0,0,7,0,0 +moutoja01,1998,1,SDN,NL,55,63,8,12,2,1,0,7,4,3,7,11,1,0,0,1,3 +moutoly01,1998,1,BAL,AL,18,39,5,12,2,0,2,7,0,0,4,8,0,0,0,0,0 +moyerja01,1998,1,SEA,AL,34,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +muellbi02,1998,1,SFN,NL,145,534,93,157,27,0,9,59,3,3,79,83,1,1,3,5,12 +mulhote01,1998,1,CHN,NL,70,17,3,5,2,0,0,3,0,0,2,10,0,0,1,0,0 +mulligr01,1998,1,MIL,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +munozbo01,1998,1,BAL,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +munozmi01,1998,1,COL,NL,40,2,1,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +mussimi01,1998,1,BAL,AL,29,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +myersgr01,1998,1,SDN,NL,69,171,19,42,10,0,4,20,0,1,17,36,1,0,0,1,6 +myersmi01,1998,1,MIL,NL,70,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +myersra01,1998,1,TOR,AL,41,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +myersra01,1998,2,SDN,NL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +myersro01,1998,1,CHN,NL,12,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +nagych01,1998,1,CLE,AL,33,5,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +naultda01,1998,1,MIN,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +navarja01,1998,1,CHA,AL,37,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +neaglde01,1998,1,ATL,NL,32,63,2,11,1,0,0,3,0,0,4,12,0,0,9,0,1 +neillmi01,1998,1,OAK,AL,6,15,2,4,1,0,0,0,0,0,2,4,0,0,0,0,0 +nelsoje01,1998,1,NYA,AL,45,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +nenro01,1998,1,SFN,NL,78,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +nevinph01,1998,1,ANA,AL,75,237,27,54,8,1,8,27,0,0,17,67,0,5,0,2,6 +newfima01,1998,1,MIL,NL,93,186,15,44,7,0,3,25,0,1,19,29,1,1,0,3,7 +newsowa01,1998,1,TEX,AL,10,21,1,4,1,0,0,2,0,0,1,5,1,0,0,0,1 +nievejo01,1998,1,CHN,NL,2,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +nieveme01,1998,1,CIN,NL,83,119,8,30,4,0,2,17,0,0,26,42,1,0,0,2,3 +nilssda01,1998,1,MIL,NL,102,309,39,83,14,1,12,56,2,2,33,48,1,1,2,2,12 +nitkocj01,1998,1,HOU,NL,43,4,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +nixonot01,1998,1,MIN,AL,110,448,71,133,6,6,1,20,37,7,44,56,0,2,4,2,14 +nixontr01,1998,1,BOS,AL,13,27,3,7,1,0,0,0,0,0,1,3,0,0,0,0,0 +nomohi01,1998,1,LAN,NL,12,20,1,1,0,0,1,2,0,0,0,6,0,0,2,0,0 +nomohi01,1998,2,NYN,NL,17,30,3,8,0,0,0,3,0,0,1,11,0,0,2,0,0 +nortogr01,1998,1,CHA,AL,105,299,38,71,17,2,9,36,3,3,26,77,1,2,1,2,11 +nunezab01,1998,1,PIT,NL,24,52,6,10,2,0,1,2,4,2,12,14,0,0,3,0,1 +nunezvl01,1998,1,ARI,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nunnajo01,1998,1,CIN,NL,74,174,29,36,9,0,7,20,3,4,34,38,3,1,1,3,4 +nyery01,1998,1,PHI,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +obriech01,1998,1,CHA,AL,57,164,12,43,9,0,4,18,0,0,9,31,0,2,3,3,3 +obriech01,1998,2,ANA,AL,5,11,1,2,0,0,0,0,0,0,1,2,0,0,0,0,0 +ochoaal01,1998,1,MIN,AL,94,249,35,64,14,2,2,25,6,3,10,35,0,1,0,0,7 +offerjo01,1998,1,KCA,AL,158,607,102,191,28,13,7,66,45,12,89,96,1,5,2,6,7 +ogeach01,1998,1,CLE,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ojalaki01,1998,1,FLO,NL,41,26,2,4,1,0,0,3,0,0,3,10,0,0,2,0,1 +oleartr01,1998,1,BOS,AL,156,611,95,165,36,8,23,83,2,2,36,108,2,5,0,5,17 +olerujo01,1998,1,NYN,NL,160,557,91,197,36,4,22,93,2,2,96,73,11,4,1,7,15 +olivaom01,1998,1,ANA,AL,40,2,1,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +oliveda02,1998,1,TEX,AL,19,6,1,1,1,0,0,1,0,0,0,2,0,0,0,0,0 +oliveda02,1998,2,SLN,NL,11,23,0,2,1,0,0,0,0,0,1,12,0,0,0,0,0 +olivejo01,1998,1,DET,AL,50,155,8,35,8,0,4,22,0,1,7,33,0,0,0,4,5 +olivejo01,1998,2,SEA,AL,29,85,12,19,3,0,2,10,1,0,10,15,0,0,2,0,3 +olsongr01,1998,1,ARI,NL,64,2,1,1,0,0,1,2,0,0,0,1,0,0,0,0,0 +oneilpa01,1998,1,NYA,AL,152,602,95,191,40,2,24,116,15,1,57,103,2,2,0,11,22 +oquismi01,1998,1,OAK,AL,31,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +ordazlu01,1998,1,SLN,NL,57,153,9,31,5,0,0,8,2,0,12,18,1,0,4,0,3 +ordonma01,1998,1,CHA,AL,145,535,70,151,25,2,14,65,9,7,28,53,1,9,2,4,19 +ordonre01,1998,1,NYN,NL,153,505,46,124,20,2,1,42,3,6,23,60,7,1,15,4,11 +orieke01,1998,1,CHN,NL,64,204,24,37,14,0,2,21,1,1,18,35,0,3,1,4,4 +orieke01,1998,2,FLO,NL,48,175,23,46,8,1,6,17,1,0,14,24,2,5,1,0,4 +oroscje01,1998,1,BAL,AL,69,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ortizda01,1998,1,MIN,AL,86,278,47,77,20,0,9,46,1,0,39,72,3,5,0,4,8 +ortizhe01,1998,1,KCA,AL,4,4,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ortizru01,1998,1,SFN,NL,22,25,3,7,0,0,1,2,0,0,2,9,0,0,5,0,0 +osbordo01,1998,1,SLN,NL,14,25,0,1,0,0,0,0,0,0,3,5,0,0,4,0,1 +osikke01,1998,1,PIT,NL,39,98,8,21,4,0,0,7,1,2,13,16,2,2,2,1,4 +osunaan01,1998,1,LAN,NL,54,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +otanewi01,1998,1,BAL,AL,3,5,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +owenser01,1998,1,MIL,NL,34,40,5,5,2,0,1,4,0,0,2,6,0,0,1,0,3 +pagnoto01,1998,1,SLN,NL,51,160,7,35,9,0,1,10,0,0,14,37,0,0,3,1,4 +paintla01,1998,1,SLN,NL,65,1,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0 +palldo01,1998,1,FLO,NL,23,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +palmede01,1998,1,KCA,AL,152,572,84,159,27,2,34,119,8,2,48,134,3,6,0,13,18 +palmeor01,1998,1,ANA,AL,75,165,28,53,7,2,0,21,5,4,20,11,1,0,7,0,2 +palmera01,1998,1,BAL,AL,162,619,98,183,36,1,43,121,11,7,79,91,8,7,0,4,14 +paniajo01,1998,1,SEA,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +paquecr01,1998,1,NYN,NL,7,19,3,5,2,0,0,0,1,0,0,6,0,0,0,0,3 +parenma01,1998,1,PHI,NL,34,113,7,25,4,0,1,13,1,1,10,30,0,0,0,3,1 +parkch01,1998,1,LAN,NL,34,72,2,14,2,1,0,3,0,0,2,30,0,0,6,0,0 +parquji01,1998,1,CHA,AL,21,1,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0 +parrist01,1998,1,CIN,NL,18,29,0,4,0,0,0,3,0,0,0,9,0,0,3,0,0 +patribr01,1998,1,MIL,NL,32,15,1,3,0,0,1,1,0,0,2,3,0,0,1,0,0 +pattebo01,1998,1,CHN,NL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +patteda04,1998,1,TEX,AL,56,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pavanca01,1998,1,MON,NL,24,38,1,6,1,0,0,3,0,0,0,14,0,0,6,0,0 +pavliro01,1998,1,TEX,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +paytoja01,1998,1,NYN,NL,15,22,2,7,1,0,0,0,0,0,1,4,0,0,0,0,0 +penaan01,1998,1,LAN,NL,6,13,1,3,0,0,0,0,0,0,0,6,0,0,0,0,0 +pendlte01,1998,1,KCA,AL,79,237,17,61,10,0,3,29,1,0,15,49,1,0,0,2,2 +pennibr01,1998,1,TBA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +percitr01,1998,1,ANA,AL,67,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +perezca01,1998,1,MON,NL,23,47,3,9,2,0,1,2,0,0,1,19,0,0,11,0,0 +perezca01,1998,2,LAN,NL,11,24,2,2,0,0,0,1,0,0,3,13,0,0,3,0,0 +perezed01,1998,1,CIN,NL,84,172,20,41,4,0,4,30,0,1,21,45,2,2,1,2,2 +perezed02,1998,1,ATL,NL,61,149,18,50,12,0,6,32,1,1,15,28,0,2,1,0,3 +perezne01,1998,1,COL,NL,162,647,80,177,25,9,9,59,5,6,38,70,0,1,22,4,8 +perezod01,1998,1,ATL,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +perezro01,1998,1,SEA,AL,17,35,3,6,1,0,2,6,0,0,0,5,0,0,0,0,1 +perezro01,1998,2,MON,NL,52,106,9,25,1,0,1,8,0,0,2,23,0,1,0,1,4 +perezto03,1998,1,TOR,AL,6,9,1,1,0,0,0,0,0,0,1,3,0,0,1,0,1 +perezyo01,1998,1,PHI,NL,57,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +perisma01,1998,1,TEX,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +persoro01,1998,1,TOR,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +petagro01,1998,1,CIN,NL,34,62,14,16,2,1,3,7,1,0,16,11,0,0,0,1,1 +peterch01,1998,1,PIT,NL,39,39,2,9,0,0,0,2,1,0,1,9,0,0,4,0,0 +petkoma01,1998,1,SLN,NL,48,22,5,7,1,0,0,1,0,0,1,2,0,0,2,0,0 +pettian01,1998,1,NYA,AL,33,4,0,0,0,0,0,0,0,0,0,3,0,0,2,0,0 +philljr01,1998,1,HOU,NL,36,58,4,11,0,0,2,9,0,0,7,22,1,0,0,0,1 +phillto02,1998,1,TOR,AL,13,48,9,17,5,0,1,7,0,0,9,6,1,2,0,1,2 +phillto02,1998,2,NYN,NL,52,188,25,42,11,0,3,14,1,1,38,44,0,0,1,2,1 +piazzmi01,1998,1,LAN,NL,37,149,20,42,5,0,9,30,0,0,11,27,4,0,0,1,3 +piazzmi01,1998,2,FLO,NL,5,18,1,5,0,1,0,5,0,0,0,0,0,0,0,1,0 +piazzmi01,1998,3,NYN,NL,109,394,67,137,33,0,23,76,1,0,47,53,10,2,0,3,12 +pichahi01,1998,1,KCA,AL,27,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +pickeca01,1998,1,BAL,AL,9,21,4,5,0,0,2,3,1,0,3,4,0,0,0,0,2 +pickeri01,1998,1,ARI,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pierzaj01,1998,1,MIN,AL,7,10,1,3,0,0,0,1,0,0,1,2,0,1,0,1,0 +piscima01,1998,1,CHN,NL,43,3,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +pittsji01,1998,1,KCA,AL,39,2,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +plesada01,1998,1,TOR,AL,78,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +plunker01,1998,1,CLE,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +plunker01,1998,2,MIL,NL,26,1,1,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +polanpl01,1998,1,SLN,NL,45,114,10,29,3,2,1,11,2,0,5,9,0,1,2,0,1 +polcoke01,1998,1,PIT,NL,81,212,18,40,12,0,0,14,4,3,15,33,2,5,3,3,7 +politcl01,1998,1,SLN,NL,8,14,0,1,0,0,0,0,0,0,1,8,0,0,1,0,1 +ponsosi01,1998,1,BAL,AL,31,4,1,2,0,0,0,0,0,0,0,2,0,0,0,0,0 +pooleji02,1998,1,SFN,NL,26,4,1,1,1,0,0,0,0,0,0,0,0,0,2,0,0 +pooleji02,1998,2,CLE,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +portuma01,1998,1,PHI,NL,26,50,6,13,5,0,0,4,0,0,4,10,0,0,4,0,2 +posadjo01,1998,1,NYA,AL,111,358,56,96,23,0,17,63,0,1,47,92,7,0,0,4,14 +powelbr01,1998,1,DET,AL,18,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +powelda01,1998,1,SFN,NL,8,4,2,2,0,0,1,1,0,0,3,0,0,0,0,0,0 +powelja04,1998,1,FLO,NL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +powelja04,1998,2,HOU,NL,29,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +powelje01,1998,1,MON,NL,7,6,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +prattto02,1998,1,NYN,NL,41,69,9,19,9,1,2,18,0,0,2,20,0,0,0,0,0 +pridecu01,1998,1,ATL,NL,70,107,19,27,6,1,3,9,4,0,9,29,0,3,1,1,2 +priesed01,1998,1,CIN,NL,2,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +prietar01,1998,1,OAK,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +princto01,1998,1,LAN,NL,37,81,7,15,5,1,0,5,0,0,7,24,1,2,2,0,0 +pritcch01,1998,1,ANA,AL,31,80,12,23,2,1,2,8,2,0,4,16,0,0,0,0,3 +pulsibi01,1998,1,NYN,NL,16,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pulsibi01,1998,2,MIL,NL,11,19,2,3,0,0,0,0,0,0,0,6,0,0,1,0,0 +quantpa01,1998,1,TOR,AL,82,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +radinsc01,1998,1,LAN,NL,62,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +radkebr01,1998,1,MIN,AL,32,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +radmary01,1998,1,SEA,AL,25,69,5,15,4,0,2,10,1,1,4,25,1,0,2,0,0 +raggibr01,1998,1,SLN,NL,4,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +raineti01,1998,1,NYA,AL,109,321,53,93,13,1,5,47,8,3,55,49,1,3,0,3,5 +rakerja01,1998,1,CLE,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ramiral02,1998,1,CLE,AL,3,8,1,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +ramirar01,1998,1,PIT,NL,72,251,23,59,9,1,6,24,0,1,18,72,0,4,1,1,3 +ramirma02,1998,1,CLE,AL,150,571,108,168,35,2,45,145,5,3,76,121,6,6,0,10,18 +ramirro01,1998,1,SDN,NL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +randajo01,1998,1,DET,AL,138,460,56,117,21,2,9,50,8,7,41,70,1,7,3,3,9 +rapppa01,1998,1,KCA,AL,32,2,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +rathfr02,1998,1,COL,NL,2,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +rathga01,1998,1,LAN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rebouje01,1998,1,BAL,AL,79,126,20,31,6,0,1,8,0,1,19,34,0,2,7,1,3 +redmomi01,1998,1,FLO,NL,37,118,10,39,9,0,2,12,0,0,5,16,2,2,4,0,6 +reedje02,1998,1,COL,NL,113,259,43,75,17,1,9,39,0,0,37,57,4,1,3,3,6 +reedri01,1998,1,NYN,NL,31,64,6,8,0,0,1,5,0,0,3,21,0,0,12,0,0 +reedst01,1998,1,SFN,NL,50,3,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +reedst01,1998,2,CLE,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reesepo01,1998,1,CIN,NL,59,133,20,34,2,2,1,16,3,2,14,28,1,0,2,2,3 +rekarbr01,1998,1,TBA,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +relafde01,1998,1,PHI,NL,142,494,45,121,25,3,5,41,9,5,33,87,4,3,10,6,9 +remlimi01,1998,1,CIN,NL,35,47,1,5,1,0,0,1,0,1,2,7,0,0,7,0,2 +renteed01,1998,1,FLO,NL,133,517,79,146,18,2,3,31,41,22,48,78,1,4,9,2,13 +reyesal01,1998,1,MIL,NL,50,5,1,1,0,0,0,0,0,0,0,4,0,0,0,0,0 +reyesca01,1998,1,SDN,NL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +reyesca01,1998,2,BOS,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reyesde01,1998,1,LAN,NL,11,5,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +reyesde01,1998,2,CIN,NL,8,12,1,1,1,0,0,0,0,0,0,3,0,0,0,0,0 +reynoar02,1998,1,NYN,NL,11,30,2,5,2,0,0,0,0,0,0,15,0,0,1,0,0 +reynosh01,1998,1,HOU,NL,35,82,10,13,4,0,0,9,0,0,2,39,0,1,7,0,0 +rhodear01,1998,1,BAL,AL,45,2,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +rincori01,1998,1,PIT,NL,60,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1 +riosar01,1998,1,SFN,NL,12,7,3,4,0,0,2,3,0,0,3,2,0,0,0,0,0 +riosda01,1998,1,KCA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ripkebi01,1998,1,DET,AL,27,74,8,20,3,0,0,5,3,2,5,10,0,1,0,1,2 +ripkeca01,1998,1,BAL,AL,161,601,65,163,27,1,14,61,0,2,51,68,0,4,1,2,9 +rislebi01,1998,1,TOR,AL,44,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ritchto01,1998,1,MIN,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ritzke01,1998,1,COL,NL,2,3,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +riverlu01,1998,1,KCA,AL,42,89,14,22,4,0,0,7,1,1,7,17,0,0,2,0,1 +riverma01,1998,1,NYA,AL,54,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +riverru01,1998,1,SDN,NL,95,172,31,36,7,2,6,29,5,1,28,52,0,2,1,1,1 +rizzoto01,1998,1,CHA,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +roberbi01,1998,1,DET,AL,34,113,17,28,6,0,0,9,6,1,16,14,0,2,1,0,3 +roberbi01,1998,2,OAK,AL,61,182,28,51,11,0,1,15,10,3,15,24,0,2,1,1,4 +robermi01,1998,1,ARI,NL,11,13,0,2,0,0,0,0,0,0,0,2,0,0,0,0,0 +roberri02,1998,1,ANA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +robinke02,1998,1,TBA,AL,2,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +rockejo01,1998,1,ATL,NL,47,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodrial01,1998,1,SEA,AL,161,686,123,213,35,5,42,124,46,13,45,121,0,10,3,4,12 +rodrife01,1998,1,ARI,NL,43,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodrifr02,1998,1,MIN,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodrihe02,1998,1,CHN,NL,128,415,56,104,21,1,31,85,1,3,54,113,7,0,0,4,6 +rodriiv01,1998,1,TEX,AL,145,579,88,186,40,4,21,91,9,0,32,88,4,3,0,3,18 +rodrine01,1998,1,BAL,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodrine01,1998,2,TOR,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodriri02,1998,1,SFN,NL,68,6,0,1,0,0,0,0,0,0,0,4,0,0,1,0,0 +rogerke01,1998,1,OAK,AL,34,4,1,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +rojasme01,1998,1,NYN,NL,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rolensc01,1998,1,PHI,NL,160,601,120,174,45,4,31,110,14,7,93,141,6,11,0,6,10 +romerma01,1998,1,SDN,NL,6,9,1,0,0,0,0,0,0,0,1,3,0,0,0,0,0 +romerma01,1998,2,BOS,AL,12,13,2,3,1,0,0,1,0,0,3,3,0,0,0,0,1 +roquera01,1998,1,MIL,NL,9,13,0,1,0,0,0,1,0,0,0,6,0,0,4,0,0 +rosadjo01,1998,1,KCA,AL,38,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1 +rosebr01,1998,1,BOS,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +roskojo01,1998,1,FLO,NL,10,10,1,1,0,0,0,0,0,0,0,5,0,0,0,0,0 +rossyri01,1998,1,SEA,AL,37,81,12,16,6,0,1,4,0,0,6,13,0,0,2,0,0 +ruebema01,1998,1,TBA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rueteki01,1998,1,SFN,NL,34,67,7,14,1,0,0,3,0,1,0,12,0,0,9,0,1 +runyase01,1998,1,DET,AL,88,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ruschgl01,1998,1,KCA,AL,29,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ryanke01,1998,1,PHI,NL,17,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +saberbr01,1998,1,BOS,AL,31,5,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +sadledo01,1998,1,BOS,AL,58,124,21,28,4,4,3,15,4,0,6,28,0,3,5,1,1 +sageraj01,1998,1,DET,AL,31,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +saipemi01,1998,1,COL,NL,2,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +salmoti01,1998,1,ANA,AL,136,463,84,139,28,1,26,88,0,1,90,100,5,3,0,10,4 +sampsbe01,1998,1,MIN,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +samueju01,1998,1,TOR,AL,43,50,14,9,2,0,1,2,13,8,7,13,0,1,1,0,0 +sanchje01,1998,1,FLO,NL,37,52,2,7,0,1,0,1,0,0,1,15,0,0,4,0,0 +sanchre01,1998,1,SFN,NL,109,316,44,90,14,2,2,30,0,0,16,47,0,4,1,2,11 +sandere02,1998,1,CIN,NL,135,481,83,129,18,6,14,59,20,9,51,137,2,7,4,2,10 +sandesc02,1998,1,DET,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sandesc02,1998,2,SDN,NL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +sanfoch01,1998,1,PIT,NL,14,28,3,4,1,1,0,3,0,0,1,6,0,0,0,0,1 +santafp01,1998,1,MON,NL,122,383,53,82,18,0,4,23,7,3,44,72,1,23,11,1,5 +santaju01,1998,1,TEX,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +santaju01,1998,2,TBA,AL,32,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +santama01,1998,1,DET,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +santibe01,1998,1,TOR,AL,15,29,3,9,5,0,0,4,0,0,1,6,0,0,0,0,1 +santijo03,1998,1,KCA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sassero01,1998,1,TEX,AL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +saundto01,1998,1,TBA,AL,31,2,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0 +scanlbo01,1998,1,HOU,NL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schilcu01,1998,1,PHI,NL,35,76,3,10,2,0,0,3,0,0,3,26,0,0,12,0,0 +schmija01,1998,1,PIT,NL,33,62,1,6,2,0,0,2,0,0,2,25,0,0,12,1,1 +schoupe01,1998,1,HOU,NL,15,19,2,4,1,0,0,2,1,0,0,6,0,0,5,0,0 +schoupe01,1998,2,BOS,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +seaneru01,1998,1,ATL,NL,34,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +sefcike01,1998,1,PHI,NL,104,169,27,53,7,2,3,20,4,2,25,32,0,7,3,1,3 +seguida01,1998,1,SEA,AL,143,522,79,159,36,1,19,84,3,1,49,80,4,0,0,9,12 +seguife01,1998,1,MON,NL,16,42,6,11,4,0,2,3,0,0,3,15,0,0,0,1,1 +seleaa01,1998,1,TEX,AL,33,4,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0 +serafda01,1998,1,MIN,AL,28,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +servasc01,1998,1,CHN,NL,113,325,35,72,15,1,7,36,1,0,26,51,6,5,3,1,12 +servisc01,1998,1,KCA,AL,73,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +sexsori01,1998,1,CLE,AL,49,174,28,54,14,1,11,35,1,1,6,42,0,3,0,0,3 +shavejo01,1998,1,MIN,AL,19,40,7,10,3,0,1,5,1,2,3,10,0,0,0,0,0 +shawje01,1998,1,CIN,NL,39,2,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +shawje01,1998,2,LAN,NL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sheetan01,1998,1,SDN,NL,88,194,31,47,5,3,7,29,7,2,21,62,3,1,2,1,4 +sheffga01,1998,1,FLO,NL,40,136,21,37,11,1,6,28,4,2,26,16,1,2,0,2,3 +sheffga01,1998,2,LAN,NL,90,301,52,95,16,1,16,57,18,5,69,30,11,6,0,7,4 +sheldsc01,1998,1,TEX,AL,7,16,0,2,0,0,0,1,0,0,1,6,0,0,0,0,1 +shiplcr01,1998,1,ANA,AL,77,147,18,38,7,1,2,17,0,4,5,22,0,5,4,1,3 +shousbr01,1998,1,BOS,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shueypa01,1998,1,CLE,AL,43,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shumpte01,1998,1,COL,NL,23,26,3,6,1,0,1,2,0,0,2,8,0,0,0,0,0 +siddajo01,1998,1,DET,AL,29,65,3,12,3,0,1,6,0,0,7,25,0,0,2,0,1 +sierrru01,1998,1,CHA,AL,27,74,7,16,4,1,4,11,2,0,3,11,0,0,0,0,2 +silvajo01,1998,1,PIT,NL,18,27,0,1,1,0,0,0,0,0,2,10,0,1,5,0,1 +silveda01,1998,1,TBA,AL,8,14,0,1,0,0,0,0,0,0,0,2,0,0,0,0,1 +simasbi01,1998,1,CHA,AL,60,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +simmobr01,1998,1,CHA,AL,5,19,4,7,0,0,2,6,0,1,0,2,0,0,0,0,0 +simmsmi01,1998,1,TEX,AL,86,186,36,55,11,0,16,46,0,1,24,47,0,3,0,2,4 +simonra01,1998,1,ATL,NL,7,16,2,3,0,0,0,4,0,0,0,1,0,0,0,1,0 +sinclst01,1998,1,TOR,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sirotmi01,1998,1,CHA,AL,33,4,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +slocuhe01,1998,1,SEA,AL,57,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smallaa01,1998,1,OAK,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smallaa01,1998,2,ARI,NL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithbo06,1998,1,TBA,AL,117,370,44,102,15,3,11,55,5,3,34,110,0,6,2,4,9 +smithma03,1998,1,PIT,NL,59,128,18,25,6,0,2,13,7,0,10,26,0,3,0,3,1 +smithpe02,1998,1,SDN,NL,11,14,1,1,0,0,0,1,0,0,2,6,0,0,1,0,0 +smithpe02,1998,2,BAL,AL,27,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +smithtr01,1998,1,MIL,NL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smoltjo01,1998,1,ATL,NL,26,51,4,10,1,0,0,5,0,0,8,16,0,1,8,0,1 +snopech01,1998,1,CHA,AL,53,125,17,26,2,0,1,4,3,0,14,24,0,1,0,1,4 +snopech01,1998,2,BOS,AL,8,12,2,2,0,0,0,2,0,0,2,5,0,0,0,0,0 +snowjt01,1998,1,SFN,NL,138,435,65,108,29,1,15,79,1,2,58,84,3,0,0,7,12 +snydejo02,1998,1,CHA,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sodowcl01,1998,1,ARI,NL,46,10,2,3,1,0,0,0,0,0,0,2,0,0,1,0,1 +sojolu01,1998,1,NYA,AL,54,147,16,34,3,1,0,14,1,0,4,15,0,0,1,1,5 +sorrepa01,1998,1,TBA,AL,137,435,40,98,27,0,17,57,2,3,54,133,1,3,0,3,8 +sosasa01,1998,1,CHN,NL,159,643,134,198,20,0,66,158,18,9,73,171,14,1,0,5,20 +sparkst01,1998,1,ANA,AL,22,1,1,0,0,0,0,0,0,0,1,0,0,0,1,0,0 +spehrti01,1998,1,NYN,NL,21,51,3,7,1,0,0,3,1,0,7,16,1,2,0,0,0 +spehrti01,1998,2,KCA,AL,11,25,5,6,2,0,1,2,0,0,8,3,0,2,1,0,1 +speieju01,1998,1,CHN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +speieju01,1998,2,FLO,NL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +spencsh01,1998,1,NYA,AL,27,67,18,25,6,0,10,27,0,1,5,12,0,0,0,1,0 +spencst02,1998,1,SDN,NL,6,9,0,1,1,0,0,0,0,0,0,4,0,0,3,0,1 +spierbi01,1998,1,HOU,NL,123,384,66,105,27,4,4,43,11,2,45,62,0,5,1,2,9 +spiezsc01,1998,1,OAK,AL,114,406,54,105,19,1,9,50,1,3,44,56,3,2,7,2,10 +spoljpa01,1998,1,SEA,AL,53,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +spradje01,1998,1,PHI,NL,69,1,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0 +spraged02,1998,1,TOR,AL,105,382,49,91,20,0,17,51,0,2,24,73,1,11,0,2,15 +spraged02,1998,2,OAK,AL,27,87,8,13,5,0,3,7,1,0,2,17,1,2,0,0,1 +sprinde01,1998,1,TBA,AL,29,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +sprinru01,1998,1,ARI,NL,26,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +sprinru01,1998,2,ATL,NL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stahosc01,1998,1,MIN,AL,9,19,1,2,0,0,1,1,0,0,0,7,0,0,0,0,0 +stairma01,1998,1,OAK,AL,149,523,88,154,33,1,26,106,8,3,59,93,4,6,1,4,13 +staniro01,1998,1,FLO,NL,38,5,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +stankan01,1998,1,ARI,NL,77,145,9,30,5,0,0,8,1,0,7,33,0,2,0,1,3 +stanlmi02,1998,1,TOR,AL,98,341,49,82,13,0,22,47,2,1,56,86,3,5,0,3,6 +stanlmi02,1998,2,BOS,AL,47,156,25,45,12,0,7,32,1,0,26,43,2,2,0,4,6 +stantmi02,1998,1,NYA,AL,67,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +steenke01,1998,1,CHN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +steinbl01,1998,1,OAK,AL,24,5,0,0,0,0,0,0,0,0,0,4,0,0,1,0,0 +steinte01,1998,1,MIN,AL,124,422,45,102,25,2,14,54,0,1,38,89,0,4,0,1,16 +stephga01,1998,1,PHI,NL,6,6,0,1,0,0,0,0,0,0,0,1,0,1,1,0,1 +steveda01,1998,1,CHN,NL,31,4,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +stevele01,1998,1,TEX,AL,120,344,52,91,17,4,20,59,0,2,31,93,4,0,0,1,6 +stewash01,1998,1,TOR,AL,144,516,90,144,29,3,12,55,51,18,67,77,1,15,6,1,5 +stiebda01,1998,1,TOR,AL,19,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stinnke01,1998,1,ARI,NL,92,274,35,71,14,1,11,34,0,1,35,74,3,6,1,2,9 +stockke01,1998,1,TBA,AL,112,336,37,70,11,3,6,25,5,3,27,80,1,8,8,2,7 +stoopji01,1998,1,COL,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stottto01,1998,1,SLN,NL,23,53,3,12,0,0,0,1,0,0,4,24,0,0,5,0,1 +stottto01,1998,2,TEX,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stovada01,1998,1,MON,NL,62,78,11,16,2,1,2,6,1,0,6,29,0,0,0,0,1 +strando01,1998,1,PIT,NL,90,185,9,32,8,0,0,14,1,0,10,39,1,1,3,2,5 +strawda01,1998,1,NYA,AL,101,295,44,73,11,2,24,57,8,7,46,90,4,3,0,1,1 +stritma01,1998,1,COL,NL,4,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +stynech01,1998,1,CIN,NL,123,347,52,88,10,1,6,27,15,1,32,36,1,4,4,1,5 +sullisc01,1998,1,CIN,NL,67,11,0,1,0,0,0,0,0,0,0,6,0,0,1,0,0 +suppaje01,1998,1,ARI,NL,13,22,1,6,0,0,0,1,1,0,0,6,0,1,1,0,0 +suppaje01,1998,2,KCA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +surhobj01,1998,1,BAL,AL,162,573,79,160,34,1,22,92,9,7,49,81,9,1,1,10,13 +suttola01,1998,1,KCA,AL,111,310,29,76,14,2,5,42,3,3,29,46,3,3,4,5,5 +suzukma01,1998,1,SEA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sveumda01,1998,1,NYA,AL,30,58,6,9,0,0,0,3,0,0,4,16,0,0,0,2,2 +sweenma01,1998,1,SDN,NL,122,192,17,45,8,3,2,15,1,2,26,37,0,1,0,3,5 +sweenmi01,1998,1,KCA,AL,92,282,32,73,18,0,8,35,2,3,24,38,1,2,2,1,7 +swiftbi02,1998,1,SEA,AL,29,5,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +swindgr01,1998,1,MIN,AL,52,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +swindgr01,1998,2,BOS,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tabakje01,1998,1,PIT,NL,37,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +tamje01,1998,1,NYN,NL,15,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tapanke01,1998,1,CHN,NL,35,75,7,10,2,0,1,11,0,0,7,30,0,0,5,1,2 +tarasto01,1998,1,CIN,NL,15,24,5,5,2,0,1,4,0,0,3,5,0,0,1,0,0 +tatisfe01,1998,1,TEX,AL,95,330,41,89,17,2,3,32,6,2,12,66,2,4,4,0,10 +tatisfe01,1998,2,SLN,NL,55,202,28,58,16,2,8,26,7,3,24,57,1,2,0,1,6 +tatisra01,1998,1,TBA,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tatumji01,1998,1,NYN,NL,35,50,4,9,1,2,2,13,0,0,3,19,0,0,0,4,0 +taubeed01,1998,1,CIN,NL,130,431,61,120,27,0,11,72,1,0,52,93,6,0,2,6,4 +tavarje01,1998,1,BAL,AL,8,11,2,2,0,0,1,1,0,1,2,3,0,0,0,0,0 +tavarju01,1998,1,SFN,NL,60,9,0,1,0,0,0,0,0,0,0,4,0,0,1,0,0 +taylobi04,1998,1,OAK,AL,70,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tejadmi01,1998,1,OAK,AL,105,365,53,85,20,1,11,45,5,6,28,86,0,7,4,3,8 +telemam01,1998,1,CHN,NL,14,6,0,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +telemam01,1998,2,ARI,NL,27,29,2,2,1,1,0,2,0,0,1,13,0,0,1,1,2 +telfoan01,1998,1,MON,NL,77,4,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0 +telghda01,1998,1,OAK,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tessmja01,1998,1,NYA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tewksbo01,1998,1,MIN,AL,26,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +thomafr04,1998,1,CHA,AL,160,585,109,155,35,2,29,109,7,0,110,93,2,6,0,11,14 +thomeji01,1998,1,CLE,AL,123,440,89,129,34,2,30,85,1,0,89,141,8,4,0,4,7 +thompju02,1998,1,DET,AL,34,7,1,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +thompma01,1998,1,COL,NL,6,7,1,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +thomsjo01,1998,1,COL,NL,26,50,4,6,0,0,0,2,0,1,2,23,0,0,9,2,1 +thurmmi01,1998,1,MON,NL,14,23,1,0,0,0,0,0,0,0,2,17,0,0,2,0,0 +timlimi01,1998,1,SEA,AL,70,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tombean01,1998,1,DET,AL,32,69,8,15,2,0,2,12,1,0,3,25,1,3,0,0,3 +tomkobr01,1998,1,CIN,NL,36,65,4,7,1,0,0,3,0,0,4,29,0,0,9,1,0 +trachst01,1998,1,CHN,NL,33,64,11,17,3,0,1,8,0,0,7,18,0,0,9,0,1 +trammbu01,1998,1,TBA,AL,59,199,28,57,18,1,12,35,0,2,16,45,0,0,0,1,4 +tremich01,1998,1,TEX,AL,2,3,2,1,1,0,0,0,0,0,1,1,0,0,0,0,0 +trombmi01,1998,1,MIN,AL,77,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tuckemi01,1998,1,ATL,NL,130,414,54,101,27,3,13,46,8,3,49,112,10,3,1,2,4 +turnech01,1998,1,KCA,AL,4,9,0,0,0,0,0,0,0,0,0,4,0,1,0,0,1 +urbinug01,1998,1,MON,NL,64,6,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +valdeca01,1998,1,BOS,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +valdeef01,1998,1,ARI,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +valdeis01,1998,1,LAN,NL,27,48,3,8,1,0,0,2,0,0,3,6,0,0,8,0,0 +valdema01,1998,1,MON,NL,20,5,1,2,0,0,0,0,0,0,0,2,0,1,0,0,0 +valdepe01,1998,1,CHN,NL,14,23,1,5,1,1,0,2,0,1,1,3,0,0,0,0,1 +valenja01,1998,1,MIN,AL,55,162,11,32,7,1,3,18,0,0,11,30,1,0,3,1,7 +valenjo02,1998,1,BOS,AL,153,588,113,145,44,1,23,73,4,5,77,82,3,9,2,5,9 +valenjo03,1998,1,MIL,NL,151,428,65,96,24,0,16,49,10,7,63,105,8,1,2,3,2 +vandejo02,1998,1,COL,NL,89,104,18,30,10,1,5,20,0,0,16,29,0,0,0,1,1 +vandejo02,1998,2,SDN,NL,20,25,3,6,3,0,0,0,0,0,6,5,0,0,0,0,1 +vanpoto01,1998,1,TEX,AL,4,2,1,0,0,0,0,0,0,0,0,0,0,0,2,0,0 +vanpoto01,1998,2,PIT,NL,18,12,2,3,1,0,0,1,0,0,1,4,0,0,1,0,0 +vanrybe01,1998,1,CHN,NL,9,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vanrybe01,1998,2,SDN,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vanrybe01,1998,3,TOR,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +varitja01,1998,1,BOS,AL,86,221,31,56,13,0,7,33,2,2,17,45,1,2,4,3,8 +vaughgr01,1998,1,SDN,NL,158,573,112,156,28,4,50,119,11,4,79,121,6,5,0,4,7 +vaughmo01,1998,1,BOS,AL,154,609,107,205,31,2,40,115,0,0,61,144,13,8,0,3,13 +vazquja01,1998,1,MON,NL,33,52,3,9,2,1,0,5,0,0,2,7,0,0,6,1,1 +velanjo01,1998,1,OAK,AL,8,4,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +velarra01,1998,1,ANA,AL,51,188,29,49,13,1,4,26,7,2,34,42,0,1,0,1,8 +venturo01,1998,1,CHA,AL,161,590,84,155,31,4,21,91,1,1,79,111,15,1,1,3,10 +verasda01,1998,1,BOS,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +verasqu01,1998,1,SDN,NL,138,517,79,138,24,2,6,45,24,9,84,78,2,6,1,4,6 +veresda01,1998,1,COL,NL,63,3,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +vidrojo01,1998,1,MON,NL,83,205,24,45,12,0,0,18,2,2,27,33,0,4,6,3,5 +villoro01,1998,1,CLE,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vinafe01,1998,1,MIL,NL,159,637,101,198,39,7,7,45,22,16,54,46,2,25,5,1,7 +vitiejo01,1998,1,KCA,AL,3,7,0,1,0,0,0,0,0,0,1,2,0,0,0,0,0 +vizcajo01,1998,1,LAN,NL,67,237,30,62,9,0,3,29,7,3,17,35,0,1,10,2,4 +vizquom01,1998,1,CLE,AL,151,576,86,166,30,6,2,50,37,12,62,64,1,4,12,6,10 +voigtja01,1998,1,OAK,AL,57,72,7,10,4,0,1,10,5,1,6,19,0,0,1,0,1 +wadete01,1998,1,TBA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wagnebi02,1998,1,HOU,NL,58,3,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +wagnepa01,1998,1,MIL,NL,13,19,1,3,0,0,0,0,0,0,0,2,0,0,1,0,1 +wainhda01,1998,1,COL,NL,10,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wakefti01,1998,1,BOS,AL,37,2,0,0,0,0,0,0,0,0,1,2,0,0,2,0,0 +walbema01,1998,1,ANA,AL,108,338,41,87,15,2,6,46,1,1,30,68,0,2,5,5,9 +walkeja01,1998,1,KCA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +walkela01,1998,1,COL,NL,130,454,113,165,46,3,23,67,14,4,64,61,2,4,0,2,11 +walketo04,1998,1,MIN,AL,143,528,85,167,41,3,12,62,19,7,47,65,9,2,0,4,13 +walldo01,1998,1,SDN,NL,46,7,0,2,0,0,0,0,0,0,0,3,0,0,0,0,0 +waltoje01,1998,1,TBA,AL,12,34,4,11,3,0,0,3,0,0,2,6,0,0,0,0,1 +wardbr01,1998,1,CHA,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wardda01,1998,1,HOU,NL,4,3,1,1,0,0,0,0,0,0,1,2,0,0,0,0,0 +wardtu01,1998,1,PIT,NL,123,282,33,74,13,3,9,46,5,4,27,40,1,4,4,7,4 +wasdijo01,1998,1,BOS,AL,47,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +washbja01,1998,1,ANA,AL,15,1,0,0,0,0,0,0,0,0,0,1,0,0,2,0,0 +watkipa01,1998,1,CIN,NL,83,147,11,39,8,1,2,15,1,3,8,26,0,1,2,4,3 +watsoal01,1998,1,ANA,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +weathda01,1998,1,CIN,NL,16,15,1,1,0,0,1,1,0,0,2,10,0,0,3,0,0 +weathda01,1998,2,MIL,NL,28,8,1,1,0,0,0,0,0,0,0,4,0,0,1,0,0 +weaveer01,1998,1,LAN,NL,7,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +weberne01,1998,1,ARI,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +webstle01,1998,1,BAL,AL,108,309,37,88,16,0,10,46,0,0,15,38,0,0,3,1,10 +wehnejo01,1998,1,FLO,NL,53,88,10,20,2,0,0,5,1,0,7,12,0,0,0,1,3 +weisswa01,1998,1,ATL,NL,96,347,64,97,18,2,0,27,7,1,59,53,0,3,12,3,4 +welchmi03,1998,1,PHI,NL,10,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +wellsbo01,1998,1,SEA,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wellsda01,1998,1,NYA,AL,30,4,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +wendetu01,1998,1,NYN,NL,66,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +wengedo01,1998,1,SDN,NL,10,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +wengedo01,1998,2,CHN,NL,23,13,0,0,0,0,0,0,0,0,1,2,0,0,1,0,0 +westda01,1998,1,BOS,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wettejo01,1998,1,TEX,AL,63,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +whisema01,1998,1,KCA,AL,70,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +whitede03,1998,1,ARI,NL,146,563,84,157,32,1,22,85,22,8,42,102,4,9,7,6,9 +whitede04,1998,1,CHN,NL,11,10,1,1,0,0,1,2,0,0,0,5,0,0,0,0,0 +whitede04,1998,2,COL,NL,9,9,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +whitega01,1998,1,CIN,NL,69,6,0,1,0,0,0,0,0,0,0,3,0,0,4,0,0 +whitema01,1998,1,CLE,AL,88,226,31,64,14,0,6,29,2,1,29,60,0,3,1,0,7 +whitema02,1998,1,PHI,NL,10,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +whiteri01,1998,1,TBA,AL,38,3,0,1,0,0,0,0,0,0,0,1,0,0,0,0,1 +whitero02,1998,1,MON,NL,97,357,54,107,21,2,17,58,16,7,30,57,2,7,0,3,7 +wickmbo01,1998,1,MIL,NL,72,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +widgech01,1998,1,MON,NL,125,417,36,97,18,1,15,53,6,1,29,85,2,0,0,2,5 +wilkima01,1998,1,PIT,NL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wilkiri01,1998,1,SEA,AL,19,41,5,8,1,1,1,4,0,0,4,14,0,0,0,1,1 +wilkiri01,1998,2,NYN,NL,5,15,3,2,0,0,0,1,0,0,2,2,0,0,0,0,0 +willibe02,1998,1,NYA,AL,128,499,101,169,30,5,26,97,15,9,74,81,9,1,0,4,19 +willied01,1998,1,SDN,NL,17,28,1,4,0,0,0,3,0,0,2,6,0,0,0,1,1 +willige02,1998,1,ATL,NL,129,266,46,81,19,2,10,44,11,5,17,48,1,3,2,1,5 +willima04,1998,1,ARI,NL,135,510,72,136,26,1,20,71,5,1,43,102,8,3,0,1,19 +willimi03,1998,1,PIT,NL,37,3,0,0,0,0,0,0,0,0,0,2,0,0,2,0,0 +willire02,1998,1,ANA,AL,29,36,7,13,1,0,1,5,3,3,7,11,0,1,1,0,0 +willito02,1998,1,CIN,NL,6,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +williwo02,1998,1,TOR,AL,32,6,0,2,0,0,0,0,0,0,0,1,0,0,0,0,0 +wilsocr02,1998,1,CHA,AL,13,47,14,22,5,0,3,10,1,0,3,6,0,0,2,1,0 +wilsoda01,1998,1,SEA,AL,96,325,39,82,17,1,9,44,2,1,24,56,0,5,8,6,6 +wilsoen01,1998,1,CLE,AL,32,90,13,29,6,0,2,12,2,4,4,8,0,1,1,1,1 +wilsopr01,1998,1,NYN,NL,8,20,3,6,2,0,0,2,1,1,2,8,0,0,0,0,0 +wilsopr01,1998,2,FLO,NL,14,31,4,2,0,0,1,1,0,0,4,13,0,1,2,0,0 +wilsotr01,1998,1,ANA,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +winchsc01,1998,1,CIN,NL,16,23,0,3,0,0,0,1,0,0,0,9,0,1,2,0,1 +winnra01,1998,1,TBA,AL,109,338,51,94,9,9,1,17,26,12,29,69,0,1,11,0,2 +winstda01,1998,1,PHI,NL,27,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +witasja01,1998,1,OAK,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +withesh01,1998,1,TOR,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wittbo01,1998,1,TEX,AL,15,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wittbo01,1998,2,SLN,NL,17,10,0,2,1,0,0,1,0,0,1,5,0,0,1,0,0 +wittke01,1998,1,TOR,AL,5,7,0,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +wohlema01,1998,1,ATL,NL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wolcobo01,1998,1,ARI,NL,6,9,1,2,0,0,0,0,0,0,0,1,0,0,0,0,0 +womacto01,1998,1,PIT,NL,159,655,85,185,26,7,3,45,58,8,38,94,1,0,6,5,4 +woodabr01,1998,1,MIL,NL,37,38,7,9,1,0,1,2,0,0,4,10,0,0,5,0,0 +woodast01,1998,1,MIL,NL,34,50,1,7,2,0,0,4,0,0,0,12,0,0,2,0,1 +woodja02,1998,1,OAK,AL,3,1,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +woodja02,1998,2,DET,AL,10,23,5,8,2,0,1,1,0,1,3,4,0,0,0,0,0 +woodke02,1998,1,CHN,NL,26,54,3,7,0,0,2,8,0,0,1,16,0,0,8,0,0 +worreti01,1998,1,DET,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +worreti01,1998,2,CLE,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +worreti01,1998,3,OAK,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wrighja01,1998,1,COL,NL,34,57,5,10,2,1,1,4,0,0,3,29,0,0,8,0,1 +wrighja02,1998,1,CLE,AL,32,7,2,3,0,0,0,1,0,0,0,2,0,0,0,0,0 +yanes01,1998,1,TBA,AL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +yoshima01,1998,1,NYN,NL,29,48,3,3,1,0,0,3,0,0,3,27,0,0,8,0,0 +youngdm01,1998,1,CIN,NL,144,536,81,166,48,1,14,83,2,4,47,94,4,2,0,5,16 +younger01,1998,1,LAN,NL,117,452,78,129,24,1,8,43,42,13,45,32,0,5,9,2,4 +younger02,1998,1,KCA,AL,25,53,2,10,3,0,1,3,2,1,2,9,0,1,0,0,3 +youngke01,1998,1,PIT,NL,159,592,88,160,40,2,27,108,15,7,44,127,1,11,0,9,20 +youngti01,1998,1,MON,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +zaungr01,1998,1,FLO,NL,106,298,19,56,12,2,5,29,5,2,35,52,2,1,2,2,7 +zeileto01,1998,1,LAN,NL,40,158,22,40,6,1,7,27,1,1,10,24,0,1,0,1,5 +zeileto01,1998,2,FLO,NL,66,234,37,68,12,1,6,39,2,3,31,34,2,2,0,3,4 +zeileto01,1998,3,TEX,AL,52,180,26,47,14,1,6,28,1,0,28,32,0,1,1,3,3 +zuberjo01,1998,1,PHI,NL,38,45,6,11,3,1,2,6,0,0,6,9,0,1,0,0,1 +abbotje01,1999,1,CHA,AL,17,57,5,9,0,0,2,6,1,1,5,12,0,0,1,1,4 +abbotji01,1999,1,MIL,NL,20,21,0,2,0,0,0,3,0,0,0,10,0,0,3,0,0 +abbotku01,1999,1,COL,NL,96,286,41,78,17,2,8,41,3,2,16,69,0,0,2,1,4 +abbotpa01,1999,1,SEA,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +abreubo01,1999,1,PHI,NL,152,546,118,183,35,11,20,93,27,9,109,113,8,3,0,4,13 +aceveju01,1999,1,SLN,NL,50,20,0,1,0,0,0,0,0,0,0,16,0,0,2,0,0 +adamste01,1999,1,CHN,NL,52,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +agbaybe01,1999,1,NYN,NL,101,276,42,79,18,3,14,42,6,4,32,60,4,3,0,3,8 +aguilri01,1999,1,MIN,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +aguilri01,1999,2,CHN,NL,44,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +aldresc01,1999,1,TBA,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +aldresc01,1999,2,PHI,NL,29,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +alexama02,1999,1,CHN,NL,90,177,17,48,11,2,0,15,4,0,10,38,0,0,1,1,1 +alfonan01,1999,1,FLO,NL,73,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +alfoned01,1999,1,NYN,NL,158,628,123,191,41,1,27,108,9,2,85,85,2,3,1,9,14 +alicelu01,1999,1,TEX,AL,68,164,33,33,10,0,3,17,2,1,28,32,0,0,3,1,4 +allench01,1999,1,MIN,AL,137,481,69,133,21,3,10,46,14,7,37,89,1,2,1,2,10 +allenje01,1999,1,NYN,NL,40,73,14,16,2,0,3,9,2,1,9,23,0,1,2,1,1 +almanar01,1999,1,FLO,NL,14,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,1 +almanca01,1999,1,SDN,NL,28,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +almonhe01,1999,1,FLO,NL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +alomaro01,1999,1,CLE,AL,159,563,138,182,40,3,24,120,37,6,99,96,3,7,12,13,13 +alomasa02,1999,1,CLE,AL,37,137,19,42,13,0,6,25,0,1,4,23,0,0,1,2,1 +alvarga01,1999,1,DET,AL,22,53,5,11,3,0,2,4,0,0,3,9,0,0,0,0,0 +alvarju01,1999,1,ANA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +alvarwi01,1999,1,TBA,AL,28,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +amarari01,1999,1,BAL,AL,91,137,21,38,8,1,0,11,9,6,15,20,0,1,1,2,1 +anderbr01,1999,1,BAL,AL,150,564,109,159,28,5,24,81,36,7,96,105,7,24,1,7,6 +anderbr02,1999,1,ARI,NL,32,38,4,5,0,1,1,2,1,0,2,10,0,0,1,1,1 +anderga01,1999,1,ANA,AL,157,620,88,188,36,2,21,80,3,4,34,81,8,0,0,6,15 +anderji02,1999,1,PIT,NL,13,9,2,3,1,0,0,1,0,0,0,2,0,0,0,0,0 +anderma01,1999,1,DET,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +anderma02,1999,1,PHI,NL,129,452,48,114,26,4,5,54,13,2,24,61,1,2,4,2,6 +andresh01,1999,1,MON,NL,98,281,28,51,8,0,11,37,1,0,43,88,2,0,0,4,10 +andresh01,1999,2,CHN,NL,19,67,13,17,4,0,5,14,0,1,7,21,1,1,0,1,0 +ankieri01,1999,1,SLN,NL,9,10,0,1,0,0,0,0,0,0,0,3,0,0,1,0,0 +appieke01,1999,1,KCA,AL,22,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +appieke01,1999,2,OAK,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ariasal01,1999,1,PHI,NL,118,347,43,105,20,1,4,48,2,2,36,31,6,4,1,2,12 +ariasge01,1999,1,SDN,NL,55,164,20,40,8,0,7,20,0,0,6,54,0,0,0,0,6 +armasto02,1999,1,MON,NL,1,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +arnolja01,1999,1,LAN,NL,36,10,1,2,0,0,0,1,0,0,0,3,0,0,1,0,0 +arrojro01,1999,1,TBA,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ashbyan01,1999,1,SDN,NL,31,62,3,8,2,0,0,2,0,0,3,25,0,0,7,0,1 +assenpa01,1999,1,CLE,AL,55,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +astacpe01,1999,1,COL,NL,37,86,5,20,2,1,0,7,0,0,1,24,0,0,7,0,0 +aurilri01,1999,1,SFN,NL,152,558,68,157,23,1,22,80,2,3,43,71,3,5,3,5,16 +ausmubr01,1999,1,DET,AL,127,458,62,126,25,6,9,54,12,9,51,71,0,14,3,1,11 +avenbr01,1999,1,FLO,NL,137,381,57,110,19,2,12,70,3,0,44,82,1,9,0,6,6 +averyst01,1999,1,CIN,NL,19,26,1,2,0,0,0,1,0,0,0,11,0,0,2,0,0 +ayalabo01,1999,1,MON,NL,53,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ayalabo01,1999,2,CHN,NL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +aybarma01,1999,1,SLN,NL,67,12,0,1,0,0,0,1,0,0,0,7,0,0,1,0,0 +baergca01,1999,1,SDN,NL,33,80,6,20,1,0,2,5,1,0,6,14,0,2,1,0,2 +baergca01,1999,2,CLE,AL,22,57,4,13,0,0,1,5,1,1,4,10,1,0,1,1,3 +bagweje01,1999,1,HOU,NL,162,562,143,171,35,0,42,126,30,11,149,127,16,11,0,7,18 +baineha01,1999,1,BAL,AL,107,345,57,111,16,1,24,81,1,2,43,38,3,0,0,2,14 +baineha01,1999,2,CLE,AL,28,85,5,23,2,0,1,22,0,0,11,10,0,0,0,0,2 +bakopa01,1999,1,HOU,NL,73,215,16,55,14,1,2,17,1,1,26,57,3,0,3,3,4 +baldwja01,1999,1,CHA,AL,35,2,1,1,0,1,0,1,0,0,0,1,0,0,0,0,0 +balejo01,1999,1,TOR,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +banksbr01,1999,1,MIL,NL,105,219,34,53,7,1,5,22,6,1,25,59,5,0,3,2,2 +barajro01,1999,1,ARI,NL,5,16,3,4,1,0,1,3,0,0,1,1,0,0,1,0,0 +barbebr02,1999,1,KCA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +barkegl01,1999,1,HOU,NL,81,73,23,21,2,0,1,11,17,6,11,19,0,1,4,1,0 +barkeke01,1999,1,MIL,NL,38,117,13,33,3,0,3,23,1,0,9,19,1,0,0,1,0 +barkeri01,1999,1,CHN,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barremi01,1999,1,MON,NL,126,433,53,127,32,3,8,52,0,2,32,39,4,3,0,1,18 +barryje01,1999,1,COL,NL,74,168,19,45,16,0,5,26,0,4,19,29,1,2,0,3,4 +barteki01,1999,1,DET,AL,41,77,11,15,1,3,0,3,3,3,9,20,0,0,3,0,2 +batismi01,1999,1,MON,NL,39,35,6,7,1,0,1,3,0,0,2,19,0,0,4,0,0 +batisto01,1999,1,ARI,NL,44,144,16,37,5,0,5,21,2,0,16,17,3,2,0,2,1 +batisto01,1999,2,TOR,AL,98,375,61,107,25,1,26,79,2,0,22,79,1,4,3,5,11 +battlho01,1999,1,ATL,NL,15,17,2,6,0,0,1,5,0,0,2,3,0,0,0,0,1 +bautida01,1999,1,FLO,NL,70,205,32,59,10,1,5,24,3,0,4,30,0,1,0,1,5 +beckeri01,1999,1,MIL,NL,89,139,15,35,5,2,5,16,5,0,33,38,0,0,2,0,4 +beckeri01,1999,2,OAK,AL,40,125,21,33,3,0,1,10,3,2,25,43,0,2,1,0,3 +beckro01,1999,1,CHN,NL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +beckro01,1999,2,BOS,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +belchti01,1999,1,ANA,AL,24,5,0,1,1,0,0,0,0,0,0,2,0,0,0,0,0 +belinst01,1999,1,CIN,NL,29,4,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +bellda01,1999,1,SEA,AL,157,597,92,160,31,2,21,78,7,4,58,90,0,2,3,7,7 +bellde01,1999,1,HOU,NL,128,509,61,120,22,0,12,66,18,6,50,129,1,4,0,5,20 +belleal01,1999,1,BAL,AL,161,610,108,181,36,1,37,117,17,3,101,82,15,7,0,4,19 +bellicl01,1999,1,NYA,AL,32,45,12,9,2,0,1,2,1,0,1,10,0,0,0,0,1 +belliro01,1999,1,MIL,NL,124,457,60,135,29,4,8,58,4,5,64,59,0,0,6,4,16 +bellja01,1999,1,ARI,NL,151,589,132,170,32,6,38,112,7,4,82,132,2,4,4,9,9 +beltrad01,1999,1,LAN,NL,152,538,84,148,27,5,15,67,18,7,61,105,12,6,4,5,4 +beltrca01,1999,1,KCA,AL,156,663,112,194,27,7,22,108,27,8,46,123,2,4,0,10,17 +beltrri01,1999,1,NYN,NL,21,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1 +beltrri01,1999,2,COL,NL,12,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +benarma01,1999,1,SFN,NL,149,562,100,163,36,5,16,64,27,14,55,97,2,6,1,1,5 +benesal01,1999,1,SLN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +benesan01,1999,1,ARI,NL,33,58,6,9,0,0,1,5,0,0,4,17,0,1,10,0,1 +benitar01,1999,1,NYN,NL,77,5,0,0,0,0,0,1,0,0,0,2,0,0,0,0,0 +benjami01,1999,1,PIT,NL,110,368,42,91,26,7,1,37,10,1,20,90,3,2,11,3,3 +bennega01,1999,1,PHI,NL,36,88,7,24,4,0,1,21,0,0,4,11,0,0,0,2,7 +bennejo02,1999,1,PHI,NL,5,4,1,0,0,0,0,0,0,0,1,1,0,0,1,0,0 +bennesh01,1999,1,MON,NL,5,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +bensokr01,1999,1,PIT,NL,31,65,7,10,3,0,0,7,0,0,3,24,0,0,6,0,1 +bereja01,1999,1,CIN,NL,12,14,2,4,0,0,0,1,0,0,0,7,0,1,2,0,0 +bereja01,1999,2,MIL,NL,5,8,1,3,0,0,0,0,0,0,2,2,0,0,0,0,0 +bergda01,1999,1,FLO,NL,109,304,42,87,18,1,3,25,2,2,27,59,0,2,3,0,7 +bergepe01,1999,1,MON,NL,16,45,12,11,2,0,0,1,0,0,9,5,0,0,1,0,0 +bergmse01,1999,1,HOU,NL,19,28,4,3,0,0,2,2,0,0,0,12,0,0,1,0,0 +bergmse01,1999,2,ATL,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +berkmla01,1999,1,HOU,NL,34,93,10,22,2,0,4,15,5,1,12,21,0,0,0,1,2 +berroge01,1999,1,TOR,AL,22,62,11,12,3,0,1,6,0,0,9,15,0,2,0,0,5 +berryse01,1999,1,MIL,NL,106,259,26,59,11,1,2,23,0,0,17,50,0,3,0,2,4 +bicheda01,1999,1,COL,NL,151,593,104,177,38,2,34,133,6,6,54,84,3,2,0,10,15 +biggicr01,1999,1,HOU,NL,160,639,123,188,56,0,16,73,28,14,88,107,9,11,5,6,5 +billibr01,1999,1,FLO,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +blairwi01,1999,1,DET,AL,39,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +blakeca01,1999,1,TOR,AL,14,39,6,10,2,0,1,1,0,0,2,7,0,0,0,0,1 +blanche01,1999,1,COL,NL,88,263,30,61,12,3,6,28,1,1,34,38,1,1,3,2,4 +blausje01,1999,1,CHN,NL,104,200,41,48,5,2,9,26,2,2,26,52,0,8,2,2,0 +blowemi01,1999,1,SEA,AL,19,46,2,11,1,0,2,7,0,0,4,12,0,0,0,0,2 +blumge01,1999,1,MON,NL,45,133,21,32,7,2,8,18,1,0,17,25,3,0,3,0,3 +bochtdo01,1999,1,LAN,NL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +boehrbr01,1999,1,SDN,NL,33,16,0,1,0,0,0,0,0,0,2,9,0,0,2,0,1 +bogarti01,1999,1,HOU,NL,106,309,44,74,16,2,4,31,3,5,38,52,5,4,0,3,10 +boggswa01,1999,1,TBA,AL,90,292,40,88,14,1,2,29,1,0,38,23,2,0,0,4,14 +bohanbr01,1999,1,COL,NL,34,71,6,14,2,0,1,7,0,0,5,20,0,0,5,0,2 +bondsba01,1999,1,SFN,NL,102,355,91,93,20,2,34,83,15,2,73,62,9,3,0,3,6 +bonesri01,1999,1,BAL,AL,31,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bonilbo01,1999,1,NYN,NL,60,119,12,19,5,0,4,18,0,1,19,16,1,1,0,2,4 +booneaa01,1999,1,CIN,NL,139,472,56,132,26,5,14,72,17,6,30,79,2,8,5,5,6 +boonebr01,1999,1,ATL,NL,152,608,102,153,38,1,20,63,14,9,47,112,0,5,9,2,11 +borbope02,1999,1,LAN,NL,70,2,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +bordepa01,1999,1,CLE,AL,6,20,2,6,0,1,0,3,0,1,0,3,0,0,0,0,0 +bordepa01,1999,2,TOR,AL,6,14,1,3,0,0,1,3,0,0,1,2,0,0,0,0,0 +bordimi01,1999,1,BAL,AL,160,631,93,175,35,7,10,77,14,4,54,102,1,5,8,10,25 +borkoda01,1999,1,DET,AL,17,3,0,0,0,0,0,1,0,0,0,2,0,0,0,0,0 +bottari01,1999,1,SLN,NL,68,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1 +botteke01,1999,1,SLN,NL,31,61,4,9,3,0,0,5,0,0,1,26,0,0,8,0,0 +bournra01,1999,1,SEA,AL,55,95,16,26,5,0,2,14,0,0,7,6,0,0,4,2,5 +bowiemi01,1999,1,ATL,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bowiemi01,1999,2,CHN,NL,11,14,0,3,0,0,0,3,0,0,1,3,0,0,0,0,0 +boydja02,1999,1,PIT,NL,4,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +bradfch01,1999,1,CHA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +braggda01,1999,1,SLN,NL,93,273,38,71,12,1,6,26,3,0,44,67,1,3,5,0,5 +brantje01,1999,1,PHI,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +branyru01,1999,1,CLE,AL,11,38,4,8,2,0,1,6,0,0,3,19,0,1,0,0,0 +brewebi01,1999,1,PHI,NL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brocado01,1999,1,DET,AL,70,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brockch01,1999,1,SFN,NL,19,35,4,7,0,0,0,4,0,0,3,8,0,0,4,0,0 +brognri01,1999,1,PHI,NL,157,619,90,172,29,4,24,102,8,5,54,132,7,2,0,4,19 +brosisc01,1999,1,NYA,AL,133,473,64,117,26,1,17,71,9,3,39,74,2,6,2,9,13 +broweji01,1999,1,CLE,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brownad01,1999,1,PIT,NL,116,226,34,61,5,2,4,17,5,3,33,39,2,1,6,1,5 +brownbr01,1999,1,PIT,NL,130,341,49,79,20,3,16,58,3,4,22,114,3,4,0,4,4 +brownde02,1999,1,KCA,AL,12,25,1,2,0,0,0,0,0,0,2,7,0,0,0,0,0 +brownem01,1999,1,PIT,NL,6,14,0,2,1,0,0,0,0,0,0,3,0,0,0,0,0 +brownke01,1999,1,LAN,NL,35,78,1,5,0,0,0,3,0,0,2,24,0,0,13,1,0 +brownke04,1999,1,TOR,AL,2,9,1,4,2,0,0,1,0,0,0,3,0,0,0,0,0 +brownma04,1999,1,COL,NL,7,9,1,1,0,0,0,0,0,0,0,2,0,0,2,0,0 +brownro01,1999,1,CHN,NL,33,64,6,14,6,1,1,10,1,0,2,14,0,0,3,1,2 +brumfja01,1999,1,LAN,NL,18,17,4,5,0,1,0,1,0,0,0,5,0,0,0,0,0 +brumfja01,1999,2,TOR,AL,62,170,25,40,8,3,2,19,1,2,19,39,0,0,3,3,2 +brunswi01,1999,1,DET,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +buddimi01,1999,1,NYA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +buforda01,1999,1,BOS,AL,91,297,39,72,15,2,6,38,9,2,21,74,0,2,1,3,5 +buhneja01,1999,1,SEA,AL,87,266,37,59,11,0,14,38,0,0,69,100,0,5,0,3,6 +bulliki01,1999,1,BOS,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bunchme01,1999,1,SEA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +burbada01,1999,1,CLE,AL,34,3,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0 +burkejo03,1999,1,TEX,AL,30,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +burksel01,1999,1,SFN,NL,120,390,73,110,19,0,31,96,7,5,69,86,2,6,0,4,11 +burneaj01,1999,1,FLO,NL,7,17,1,2,0,0,0,0,0,0,0,10,0,0,0,0,0 +burnije01,1999,1,MIL,NL,130,467,87,126,33,2,33,103,7,3,91,124,7,16,0,6,11 +busbymi01,1999,1,SLN,NL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bushho01,1999,1,TOR,AL,128,485,69,155,26,4,5,55,32,8,21,82,0,6,8,3,9 +butleri01,1999,1,TBA,AL,7,20,2,3,1,0,0,0,0,0,2,4,0,0,0,0,0 +butlero01,1999,1,TOR,AL,8,7,1,1,0,0,0,1,0,0,0,0,0,1,0,0,0 +byrdati01,1999,1,KCA,AL,33,2,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0 +byrdpa01,1999,1,PHI,NL,32,55,6,7,0,0,0,4,0,0,5,11,0,0,11,0,2 +cabrejo01,1999,1,HOU,NL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cabrejo02,1999,1,CLE,AL,30,37,6,7,1,0,0,0,3,0,1,8,0,1,0,0,1 +cabreor01,1999,1,MON,NL,104,382,48,97,23,5,8,39,2,2,18,38,4,3,4,0,9 +cairomi01,1999,1,TBA,AL,120,465,61,137,15,5,3,36,22,7,24,46,0,7,7,5,13 +callami01,1999,1,TBA,AL,6,3,0,2,0,0,0,1,0,0,0,0,0,0,0,0,0 +camermi01,1999,1,CIN,NL,146,542,93,139,34,9,21,66,38,12,80,145,2,6,5,3,4 +caminke01,1999,1,HOU,NL,78,273,45,78,11,1,13,56,6,2,46,58,4,3,0,7,7 +cancero01,1999,1,MIL,NL,15,44,5,8,2,0,0,5,0,0,2,12,0,1,1,0,0 +candito01,1999,1,OAK,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +candito01,1999,2,CLE,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cangejo01,1999,1,COL,NL,7,6,0,1,1,0,0,0,0,0,0,4,0,0,0,0,0 +canizja01,1999,1,SFN,NL,12,18,5,8,2,0,1,9,1,0,1,2,0,0,0,0,0 +cansejo01,1999,1,TBA,AL,113,430,75,120,18,1,34,95,3,0,58,135,3,7,0,7,14 +carlsda01,1999,1,ARI,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +carlybu01,1999,1,SDN,NL,7,9,1,2,0,0,0,1,0,0,2,3,0,0,0,0,1 +carmora01,1999,1,SEA,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +carpech01,1999,1,TOR,AL,24,1,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +carrahe01,1999,1,MIN,AL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cartela02,1999,1,KCA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +carusmi01,1999,1,CHA,AL,136,529,60,132,11,4,2,35,12,14,20,36,0,3,11,1,6 +caseyse01,1999,1,CIN,NL,151,594,103,197,42,3,25,99,0,2,61,88,13,9,0,5,15 +castial01,1999,1,SLN,NL,93,255,21,67,8,0,4,31,0,0,24,48,1,2,5,4,6 +castica02,1999,1,CHA,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +castilu01,1999,1,FLO,NL,128,487,76,147,23,4,0,28,50,17,67,85,0,0,6,3,3 +castivi02,1999,1,COL,NL,158,615,83,169,24,1,33,102,2,3,53,75,7,1,0,5,15 +castrju01,1999,1,LAN,NL,2,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +castrra01,1999,1,FLO,NL,24,67,4,12,4,0,2,4,0,0,10,14,3,0,0,1,1 +catalfr01,1999,1,DET,AL,100,286,41,79,19,0,11,35,3,4,15,49,1,9,0,5,5 +cathemi01,1999,1,ATL,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cedendo01,1999,1,SEA,AL,21,42,4,9,2,0,2,8,1,1,5,9,0,1,0,0,1 +cedendo01,1999,2,PHI,NL,32,66,5,10,4,0,1,5,0,1,5,22,0,0,1,0,2 +cedenro01,1999,1,NYN,NL,155,453,90,142,23,4,4,36,66,17,60,100,3,3,7,2,5 +charlno01,1999,1,TBA,AL,42,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chaveer01,1999,1,OAK,AL,115,356,47,88,21,2,13,50,1,1,46,56,4,0,0,0,7 +checoro01,1999,1,LAN,NL,9,3,0,1,0,0,0,2,0,0,0,2,0,0,1,0,0 +chenbr01,1999,1,ATL,NL,16,11,0,0,0,0,0,0,0,0,0,6,0,0,1,0,0 +choji01,1999,1,BOS,AL,9,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chouibo01,1999,1,ARI,NL,32,3,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +chrisja01,1999,1,PIT,NL,40,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +chrismc01,1999,1,CHA,AL,28,53,10,12,1,0,1,6,2,1,4,7,0,0,1,2,1 +chrisry01,1999,1,OAK,AL,106,268,41,56,12,1,4,24,7,5,38,58,0,1,8,4,6 +cirilje01,1999,1,MIL,NL,157,607,98,198,35,1,15,88,7,4,75,83,4,5,3,7,15 +clapich01,1999,1,FLO,NL,36,56,6,13,1,2,0,2,1,0,9,12,0,1,0,0,1 +clarkma01,1999,1,TEX,AL,15,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +clarkto02,1999,1,DET,AL,143,536,74,150,29,0,31,99,2,1,64,133,7,6,0,3,14 +clarkwi02,1999,1,BAL,AL,77,251,40,76,15,0,10,29,2,2,38,42,2,2,0,3,5 +claytro01,1999,1,TEX,AL,133,465,69,134,21,5,14,52,8,6,39,100,1,4,9,3,6 +clemeed02,1999,1,COL,NL,57,162,24,41,10,2,8,25,0,0,7,46,0,0,1,1,4 +clemema01,1999,1,SDN,NL,31,52,7,4,0,0,0,1,0,0,4,28,0,0,6,0,1 +clemero02,1999,1,NYA,AL,30,4,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +clontbr01,1999,1,PIT,NL,56,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +cloudke01,1999,1,SEA,AL,31,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clybuda01,1999,1,TBA,AL,28,81,8,16,4,0,3,5,0,0,7,21,0,1,0,0,5 +colanmi01,1999,1,ANA,AL,1,2,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0 +colbrgr01,1999,1,ARI,NL,67,135,20,44,5,3,5,24,1,1,12,23,0,4,0,2,3 +colemmi01,1999,1,BOS,AL,2,5,1,1,0,0,0,0,0,0,1,0,0,0,0,0,0 +collilo01,1999,1,MIL,NL,74,135,18,35,9,0,2,21,3,2,14,32,0,0,1,2,2 +colonba01,1999,1,CLE,AL,32,7,0,1,0,0,0,0,0,0,0,5,0,0,1,0,0 +coneda01,1999,1,NYA,AL,31,3,1,1,1,0,0,1,0,0,0,0,0,0,0,0,1 +coninje01,1999,1,BAL,AL,139,444,54,129,31,1,13,75,0,3,30,40,0,3,1,7,12 +cookde01,1999,1,NYN,NL,71,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +cooksbr01,1999,1,LAN,NL,3,5,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +coomero01,1999,1,MIN,AL,127,467,53,123,25,1,16,65,2,1,30,69,1,1,0,3,16 +coopebr01,1999,1,ANA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +coppiro01,1999,1,BAL,AL,11,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +coppiro01,1999,2,MIL,NL,29,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +coquitr01,1999,1,MON,NL,17,49,2,13,3,0,0,4,1,0,4,7,0,1,1,0,3 +coraal01,1999,1,LAN,NL,11,30,2,5,1,0,0,3,0,0,0,4,0,1,0,0,1 +corbiar01,1999,1,FLO,NL,17,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +cordefr01,1999,1,DET,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cordewi01,1999,1,CLE,AL,54,194,35,58,15,0,8,32,2,0,15,37,0,6,0,2,7 +cordofr01,1999,1,PIT,NL,27,49,2,8,0,0,0,2,0,0,2,15,0,0,5,0,0 +cordoma01,1999,1,MIN,AL,124,425,62,121,28,3,14,70,13,4,48,96,2,9,0,6,22 +cormirh01,1999,1,BOS,AL,60,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cornere01,1999,1,FLO,NL,5,5,0,1,0,0,0,0,0,0,0,2,0,0,1,0,0 +corsiji01,1999,1,BOS,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +corsiji01,1999,2,BAL,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +corteda01,1999,1,ATL,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +counscr01,1999,1,FLO,NL,37,66,4,10,1,0,0,2,0,0,5,10,0,0,2,0,1 +counscr01,1999,2,LAN,NL,50,108,20,28,6,0,0,9,1,0,9,14,0,0,3,2,1 +coxda02,1999,1,MON,NL,15,25,2,6,1,0,1,2,0,0,0,5,0,2,0,0,0 +coxst01,1999,1,TBA,AL,6,19,0,4,1,0,0,0,0,0,0,2,0,0,0,0,2 +crabtti01,1999,1,TEX,AL,68,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +creekdo01,1999,1,CHN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +crometr01,1999,1,LAN,NL,33,52,5,10,0,0,2,8,0,0,5,10,0,0,0,0,4 +crousri01,1999,1,SLN,NL,59,3,1,1,0,0,0,0,0,0,1,1,0,0,0,0,0 +cruzde01,1999,1,DET,AL,155,518,64,147,35,0,13,58,1,4,12,57,0,4,14,5,10 +cruziv01,1999,1,PIT,NL,5,10,3,4,0,0,1,2,0,0,0,2,0,0,0,0,0 +cruzja01,1999,1,CLE,AL,32,88,14,29,5,1,3,17,0,2,5,13,0,1,1,1,4 +cruzjo02,1999,1,TOR,AL,106,349,63,84,19,3,14,45,14,4,64,91,5,0,1,0,6 +cruzne01,1999,1,DET,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cummimi01,1999,1,MIN,AL,16,38,1,10,0,0,1,9,2,0,3,7,0,0,0,1,0 +cunnawi01,1999,1,SDN,NL,24,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +curtich01,1999,1,NYA,AL,96,195,37,51,6,0,5,24,8,4,43,35,0,3,1,3,6 +daalom01,1999,1,ARI,NL,32,69,8,16,2,0,0,4,0,0,2,10,0,0,6,0,2 +daleca01,1999,1,MIL,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dalesma01,1999,1,TOR,AL,16,27,3,5,0,0,0,1,1,0,0,2,0,1,0,1,1 +damicje01,1999,1,MIL,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +damonjo01,1999,1,KCA,AL,145,583,101,179,39,9,14,77,36,6,67,50,5,3,3,4,13 +danekpa01,1999,1,CHA,AL,3,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +darenvi01,1999,1,FLO,NL,56,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +darrmi02,1999,1,SDN,NL,25,48,6,13,1,0,2,3,2,1,5,18,0,0,0,0,1 +daubabr01,1999,1,BOS,AL,110,381,61,112,33,3,21,73,0,1,36,92,0,3,0,0,5 +davanje02,1999,1,ANA,AL,7,20,4,4,0,1,1,4,0,1,2,7,0,0,0,0,0 +davenjo01,1999,1,CHA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +daveyto01,1999,1,TOR,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +daveyto01,1999,2,SEA,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +davidcl02,1999,1,MIN,AL,12,22,3,3,0,0,0,3,2,0,0,4,0,0,2,0,2 +davisbe01,1999,1,SDN,NL,76,266,29,65,14,1,5,30,2,1,25,70,3,0,0,2,9 +davisch01,1999,1,NYA,AL,146,476,59,128,25,1,19,78,4,1,73,100,7,2,0,3,12 +davisdo02,1999,1,TEX,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +daviser01,1999,1,SLN,NL,58,191,27,49,9,2,5,30,5,4,30,49,1,1,0,1,1 +davisru01,1999,1,SEA,AL,124,432,55,106,17,1,21,59,3,3,32,111,1,5,7,2,13 +davisto03,1999,1,BAL,AL,5,6,0,1,0,0,0,0,0,0,0,2,0,0,0,0,1 +dawkitr01,1999,1,CIN,NL,7,7,1,1,0,0,0,0,0,0,0,4,0,1,0,0,0 +deckest01,1999,1,ANA,AL,28,63,5,15,6,0,0,5,0,0,13,9,0,1,1,1,4 +deharri01,1999,1,MON,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dejeami01,1999,1,COL,NL,57,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +delgaca01,1999,1,TOR,AL,152,573,113,156,39,0,44,134,1,1,86,141,7,15,0,7,11 +delgawi01,1999,1,SFN,NL,35,71,7,18,2,1,0,3,1,0,5,9,0,1,1,0,2 +dellaja01,1999,1,CHA,AL,11,33,1,3,0,0,0,2,0,0,1,13,0,0,0,1,0 +delluda01,1999,1,ARI,NL,63,109,27,43,7,1,1,15,2,0,11,24,0,3,0,0,3 +delosva01,1999,1,MIL,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +deltomi01,1999,1,SFN,NL,14,4,0,0,0,0,0,0,0,0,0,3,0,0,1,0,1 +delucri01,1999,1,CLE,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dempsry01,1999,1,FLO,NL,26,49,5,5,1,0,0,2,0,0,1,22,0,0,1,0,1 +depause01,1999,1,CLE,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +derosma01,1999,1,ATL,NL,7,8,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +deshide01,1999,1,BAL,AL,96,330,46,87,11,2,6,34,11,8,37,52,0,1,5,1,5 +diazal01,1999,1,HOU,NL,30,50,3,11,2,0,1,7,2,2,3,13,0,0,0,0,0 +diazed03,1999,1,ARI,NL,4,5,2,2,2,0,0,1,0,0,3,1,1,0,0,0,0 +diazei01,1999,1,CLE,AL,119,392,43,110,21,1,3,32,11,4,23,41,0,5,6,1,10 +difelmi01,1999,1,TBA,AL,51,179,21,55,11,0,6,27,0,0,8,23,0,3,0,1,1 +dipotje01,1999,1,COL,NL,63,5,0,0,0,0,0,0,0,0,1,2,0,0,0,0,1 +disarga01,1999,1,ANA,AL,81,271,32,62,7,1,1,29,2,2,15,32,0,2,9,1,8 +dosteda01,1999,1,PHI,NL,99,97,9,19,2,0,3,10,1,0,12,23,1,0,2,1,2 +doteloc01,1999,1,NYN,NL,19,24,2,3,0,0,0,1,0,0,4,17,0,1,1,0,0 +doughji01,1999,1,PIT,NL,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +dranske01,1999,1,TEX,AL,16,53,3,10,1,0,1,5,0,0,3,12,0,0,1,0,2 +dreifda01,1999,1,LAN,NL,30,62,7,13,4,0,1,9,1,0,3,23,0,0,4,0,2 +drewjd01,1999,1,SLN,NL,104,368,72,89,16,6,13,39,19,3,50,77,0,6,3,3,4 +duceyro01,1999,1,PHI,NL,104,188,29,49,10,2,8,33,2,1,38,57,1,0,0,1,1 +dunstsh01,1999,1,SLN,NL,62,150,23,46,5,2,5,25,6,3,2,23,0,3,2,1,4 +dunstsh01,1999,2,NYN,NL,42,93,12,32,6,1,0,16,4,1,0,16,0,2,1,1,4 +dunwoto01,1999,1,FLO,NL,64,186,20,41,6,3,2,20,3,4,12,41,0,1,0,1,1 +durazer01,1999,1,ARI,NL,52,155,31,51,4,2,11,30,1,1,26,43,1,1,0,3,1 +durbich01,1999,1,KCA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +durhara01,1999,1,CHA,AL,153,612,109,181,30,8,13,60,34,11,73,105,1,4,3,2,9 +durritr01,1999,1,ANA,AL,43,122,14,22,2,0,0,2,4,3,9,28,0,0,5,0,1 +duvalmi01,1999,1,TBA,AL,40,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +dyeje01,1999,1,KCA,AL,158,608,96,179,44,8,27,119,2,3,58,119,4,1,0,6,17 +easleda01,1999,1,DET,AL,151,549,83,146,30,1,20,65,11,3,51,124,2,19,2,6,15 +ebertde01,1999,1,ATL,NL,5,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +echevan01,1999,1,COL,NL,102,191,28,56,7,0,11,35,1,3,17,34,0,3,0,0,11 +edmonbr01,1999,1,FLO,NL,68,11,0,4,2,0,0,2,0,0,0,4,0,0,0,0,0 +edmonji01,1999,1,ANA,AL,55,204,34,51,17,2,5,23,5,4,28,45,0,0,0,1,3 +eilanda01,1999,1,TBA,AL,21,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +elartsc01,1999,1,HOU,NL,43,26,1,5,0,0,0,1,0,0,0,10,0,0,7,0,0 +eldreca01,1999,1,MIL,NL,23,24,3,2,1,0,0,2,0,0,2,13,0,0,4,0,0 +embreal01,1999,1,SFN,NL,68,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +encarju01,1999,1,DET,AL,132,509,62,130,30,6,19,74,33,12,14,113,1,9,4,2,12 +erdosto01,1999,1,NYA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ericksc01,1999,1,BAL,AL,34,6,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +erstada01,1999,1,ANA,AL,142,585,84,148,22,5,13,53,13,7,47,101,3,1,2,3,16 +escobke01,1999,1,TOR,AL,33,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +estalbo02,1999,1,PHI,NL,9,18,2,3,0,0,0,1,0,1,4,7,0,0,0,0,0 +estessh01,1999,1,SFN,NL,42,61,8,10,4,0,0,5,0,1,3,21,0,1,10,0,0 +estraho01,1999,1,MIL,NL,4,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +eusebto01,1999,1,HOU,NL,103,323,31,88,15,0,4,33,0,0,40,67,4,0,0,0,9 +evereca01,1999,1,HOU,NL,123,464,86,151,33,3,25,108,27,7,50,94,5,11,2,8,5 +eyresc01,1999,1,CHA,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fabrejo01,1999,1,FLO,NL,82,223,20,46,10,2,3,21,0,0,26,27,6,2,4,5,7 +fabrejo01,1999,2,ATL,NL,6,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2 +falkebr01,1999,1,BAL,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +faltest01,1999,1,MIL,NL,11,1,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +farnsky01,1999,1,CHN,NL,27,35,3,3,0,0,0,2,0,0,2,10,0,1,6,0,0 +fasansa01,1999,1,KCA,AL,23,60,11,14,2,0,5,16,0,1,7,17,0,7,0,1,1 +fasseje01,1999,1,SEA,AL,30,7,0,0,0,0,0,0,0,0,0,5,0,0,0,0,0 +fasseje01,1999,2,TEX,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +febleca01,1999,1,KCA,AL,123,453,71,116,22,9,10,53,20,4,47,91,0,9,12,3,16 +fernaal01,1999,1,FLO,NL,25,43,3,10,1,0,3,7,0,0,0,5,0,0,3,0,1 +fernajo01,1999,1,MON,NL,8,24,0,5,2,0,0,1,0,0,1,7,0,0,0,0,1 +fernato01,1999,1,TOR,AL,142,485,73,159,41,0,6,75,6,7,77,62,11,10,0,4,10 +fettemi01,1999,1,BAL,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fickro01,1999,1,DET,AL,15,41,6,9,0,0,3,10,1,0,7,6,0,0,0,1,1 +figgami01,1999,1,NYA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +figgami01,1999,2,BAL,AL,41,86,12,19,4,0,1,5,0,2,2,27,0,0,2,1,1 +finlech01,1999,1,ANA,AL,33,4,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +finlest01,1999,1,ARI,NL,156,590,100,156,32,10,34,103,8,4,63,94,7,3,2,5,4 +flahejo01,1999,1,TBA,AL,117,446,53,124,19,0,14,71,0,2,19,64,0,6,1,10,14 +fletcda01,1999,1,TOR,AL,115,412,48,120,26,0,18,80,0,0,26,47,0,6,0,4,16 +floribr01,1999,1,DET,AL,27,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +floribr01,1999,2,BOS,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +floydcl01,1999,1,FLO,NL,69,251,37,76,19,1,11,49,5,6,30,47,5,2,0,2,8 +fonvich01,1999,1,BOS,AL,3,2,1,0,0,0,0,0,1,0,2,0,0,0,0,0,0 +fordybr01,1999,1,CHA,AL,105,333,36,99,25,1,9,49,2,0,21,48,0,3,3,2,5 +fossato01,1999,1,NYA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +foulkke01,1999,1,CHA,AL,67,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +foxan01,1999,1,ARI,NL,99,274,34,70,12,2,6,33,4,1,33,61,10,9,1,3,4 +foxch02,1999,1,MIL,NL,6,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +francjo01,1999,1,NYN,NL,46,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +francju01,1999,1,TBA,AL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +francma01,1999,1,NYN,NL,122,132,18,31,5,0,4,21,0,0,28,21,3,0,0,1,9 +frankry01,1999,1,SEA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +frascjo01,1999,1,ARI,NL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +frascjo01,1999,2,TOR,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +friasha01,1999,1,ARI,NL,69,150,27,41,3,2,1,16,4,3,29,18,2,0,1,0,2 +fryeje01,1999,1,BOS,AL,41,114,14,32,3,0,1,12,2,2,14,11,1,1,1,1,2 +frymatr01,1999,1,CLE,AL,85,322,45,82,16,2,10,48,2,1,25,57,1,1,0,2,13 +fullmbr01,1999,1,MON,NL,100,347,38,96,34,2,9,47,2,3,22,35,6,2,0,3,14 +fussech01,1999,1,KCA,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fyhrimi01,1999,1,ANA,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gaettga01,1999,1,CHN,NL,113,280,22,57,9,1,9,46,0,1,21,51,0,2,0,5,5 +gagneer01,1999,1,LAN,NL,5,10,1,2,0,0,0,1,0,0,0,3,0,0,0,0,0 +gailled01,1999,1,TBA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gantro01,1999,1,PHI,NL,138,516,107,134,27,5,17,77,13,3,85,112,0,1,0,3,6 +garceri01,1999,1,BOS,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +garciam01,1999,1,FLO,NL,10,24,6,6,0,1,2,2,0,0,3,11,0,0,0,0,0 +garcica01,1999,1,SDN,NL,6,11,1,2,0,0,0,0,0,0,1,3,0,0,0,0,2 +garcifr01,1999,1,PIT,NL,55,130,16,30,5,0,6,23,0,0,4,41,0,0,0,1,3 +garcifr01,1999,2,ATL,NL,2,2,1,1,0,0,1,1,0,0,1,1,0,0,0,0,0 +garcifr02,1999,1,SEA,AL,34,4,0,1,0,0,0,1,0,0,0,1,0,0,2,0,0 +garcigu01,1999,1,FLO,NL,4,4,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +garcije01,1999,1,BAL,AL,17,29,6,6,0,0,2,2,0,0,2,3,0,0,3,0,1 +garcika01,1999,1,DET,AL,96,288,38,69,10,3,14,32,2,4,20,67,1,0,0,1,2 +garcilu01,1999,1,DET,AL,8,9,0,1,1,0,0,0,0,0,0,2,0,0,0,0,0 +garcimi03,1999,1,PIT,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +garcino01,1999,1,BOS,AL,135,532,103,190,42,4,27,104,14,3,51,39,7,8,0,4,11 +gardnma01,1999,1,SFN,NL,29,39,2,4,0,0,1,3,0,0,3,15,0,0,6,0,3 +gatesbr01,1999,1,MIN,AL,110,306,40,78,13,2,3,38,1,3,34,56,1,1,2,3,11 +giambja01,1999,1,OAK,AL,158,575,115,181,36,1,33,123,1,1,105,106,6,7,0,8,11 +giambje01,1999,1,KCA,AL,90,288,34,82,13,1,3,34,0,0,40,67,5,3,1,4,7 +gibsode01,1999,1,COL,NL,10,28,2,5,1,0,2,6,0,0,0,7,0,1,0,0,2 +gilesbr02,1999,1,PIT,NL,141,521,109,164,33,3,39,115,6,2,95,80,7,3,0,8,14 +gilkebe01,1999,1,ARI,NL,94,204,28,60,16,1,8,39,2,2,29,42,2,2,1,5,7 +giovaed01,1999,1,SDN,NL,56,58,10,11,0,1,0,3,2,0,9,8,0,0,1,1,1 +gipsoch01,1999,1,SEA,AL,55,80,16,18,5,2,0,9,3,4,6,13,0,1,2,0,2 +girarjo01,1999,1,NYA,AL,65,209,23,50,16,1,2,27,3,1,10,26,0,0,8,2,16 +glanvdo01,1999,1,PHI,NL,150,628,101,204,38,6,11,73,34,2,48,82,1,6,5,5,9 +glaustr01,1999,1,ANA,AL,154,551,85,132,29,0,29,79,5,1,71,143,1,6,0,3,9 +glavito02,1999,1,ATL,NL,36,65,3,9,1,0,0,4,0,0,5,17,0,0,7,0,0 +glovega01,1999,1,TOR,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +glynnry01,1999,1,TEX,AL,13,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1 +gomeswa01,1999,1,PHI,NL,73,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +gomezch02,1999,1,SDN,NL,76,234,20,59,8,1,1,15,1,2,27,49,3,1,2,1,6 +gonzaal01,1999,1,TOR,AL,38,154,22,45,13,0,2,12,4,2,16,23,0,3,0,0,4 +gonzaal02,1999,1,FLO,NL,136,560,81,155,28,8,14,59,3,5,15,113,0,12,1,3,13 +gonzaju03,1999,1,TEX,AL,144,562,114,183,36,1,39,128,3,3,51,105,7,4,0,12,10 +gonzalu01,1999,1,ARI,NL,153,614,112,206,45,4,26,111,9,5,66,63,6,7,1,5,13 +gonzawi01,1999,1,SDN,NL,30,83,7,21,2,1,3,12,0,0,1,8,0,1,0,0,5 +goodedw01,1999,1,CLE,AL,26,2,1,1,0,0,1,2,0,0,1,1,0,0,0,0,0 +goodwcu01,1999,1,CHN,NL,89,157,15,38,6,1,0,9,2,4,13,38,1,0,4,1,7 +goodwcu01,1999,2,TOR,AL,2,8,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +goodwto01,1999,1,TEX,AL,109,405,63,105,12,6,3,33,39,11,40,61,0,0,7,3,7 +gordoto01,1999,1,BOS,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gracema01,1999,1,CHN,NL,161,593,107,183,44,5,16,91,3,4,83,44,4,2,0,10,14 +gracemi02,1999,1,PHI,NL,27,7,1,0,0,0,0,0,0,0,1,4,0,0,3,0,0 +graffto01,1999,1,TBA,AL,39,130,20,41,9,4,2,19,3,2,9,22,0,1,2,0,1 +grahejo01,1999,1,PHI,NL,13,7,1,1,0,0,0,0,0,0,1,3,0,0,0,0,0 +gratebe01,1999,1,DET,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +graveda01,1999,1,CIN,NL,75,5,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +grebecr01,1999,1,TOR,AL,34,113,18,41,7,0,0,10,0,0,15,13,0,2,3,1,2 +greench02,1999,1,MIL,NL,32,42,4,8,1,0,0,1,0,0,5,11,0,0,1,1,0 +greenri01,1999,1,CIN,NL,1,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +greensc01,1999,1,TEX,AL,18,13,4,4,0,0,0,0,0,1,1,2,0,0,0,0,0 +greensh01,1999,1,TOR,AL,153,614,134,190,45,0,42,123,20,7,66,117,4,11,0,5,13 +greento02,1999,1,ANA,AL,97,321,36,78,20,0,14,42,1,4,12,63,0,3,0,2,8 +greenwi01,1999,1,TOR,AL,81,226,22,46,7,0,12,41,0,0,20,56,0,0,0,2,4 +greerru01,1999,1,TEX,AL,147,556,107,167,41,3,20,101,2,2,96,67,2,5,0,5,17 +grievbe01,1999,1,OAK,AL,148,486,80,129,21,0,28,86,4,0,63,108,2,8,0,1,17 +griffke02,1999,1,SEA,AL,160,606,123,173,26,3,48,134,24,7,91,108,17,7,0,2,8 +grimsja01,1999,1,NYA,AL,55,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grissma02,1999,1,MIL,NL,154,603,92,161,27,1,20,83,24,6,49,109,4,0,4,5,12 +groombu01,1999,1,OAK,AL,76,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grosski01,1999,1,BOS,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grudzma01,1999,1,LAN,NL,123,488,72,159,23,5,7,46,6,6,31,65,1,10,2,3,13 +guarded01,1999,1,MIN,AL,63,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gubancr01,1999,1,BOS,AL,18,47,4,13,2,1,1,11,0,0,3,13,0,2,0,0,3 +guerrvl01,1999,1,MON,NL,160,610,102,193,37,5,42,131,14,7,55,62,14,7,0,2,18 +guerrwi01,1999,1,MON,NL,132,315,42,92,15,7,2,31,7,6,13,38,0,2,10,0,4 +guevagi01,1999,1,SEA,AL,10,12,2,3,2,0,0,2,0,0,0,2,0,0,0,0,0 +guillca01,1999,1,SEA,AL,5,19,2,3,0,0,1,3,0,0,1,6,0,0,1,0,1 +guilljo01,1999,1,PIT,NL,40,120,18,32,6,0,1,18,1,0,10,21,1,0,1,1,7 +guilljo01,1999,2,TBA,AL,47,168,24,41,10,0,2,13,0,0,10,36,1,7,0,1,9 +guilloz01,1999,1,ATL,NL,92,232,21,56,16,0,1,20,4,2,15,17,2,0,5,3,6 +gundeer01,1999,1,TEX,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guthrma01,1999,1,BOS,AL,46,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guthrma01,1999,2,CHN,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gutieri01,1999,1,HOU,NL,85,268,33,70,7,5,1,25,2,5,37,45,4,2,3,1,9 +guzmacr01,1999,1,MIN,AL,131,420,47,95,12,3,1,26,9,7,22,90,0,3,7,4,5 +guzmado01,1999,1,SDN,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guzmaed01,1999,1,SFN,NL,14,15,0,0,0,0,0,0,0,0,0,4,0,0,1,0,0 +guzmaju01,1999,1,BAL,AL,21,6,0,1,0,0,0,1,0,0,0,4,0,0,0,0,0 +guzmaju01,1999,2,CIN,NL,12,26,1,3,0,0,0,2,0,0,1,10,0,0,3,0,0 +gwynnto01,1999,1,SDN,NL,111,411,59,139,27,0,10,62,7,2,29,14,5,2,0,4,15 +haadya01,1999,1,PIT,NL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hackmlu01,1999,1,COL,NL,5,5,1,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +hairsje02,1999,1,BAL,AL,50,175,26,47,12,1,4,17,9,4,11,24,0,3,4,0,2 +halamjo01,1999,1,SEA,AL,38,5,1,1,1,0,0,0,0,0,1,2,0,0,0,0,0 +hallaro01,1999,1,TOR,AL,36,2,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +haltesh01,1999,1,NYN,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hamilda02,1999,1,COL,NL,91,337,63,102,11,3,4,24,4,5,38,21,0,1,2,1,7 +hamilda02,1999,2,NYN,NL,55,168,19,57,8,1,5,21,2,3,19,18,0,1,1,0,2 +hamiljo02,1999,1,TOR,AL,22,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +hammoje01,1999,1,CIN,NL,123,262,43,73,13,0,17,41,3,6,27,64,0,1,2,1,4 +hamptmi01,1999,1,HOU,NL,34,74,10,23,3,3,0,10,0,0,7,18,0,1,5,1,2 +haneych01,1999,1,CLE,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hanseda01,1999,1,LAN,NL,100,107,14,27,8,1,2,17,0,0,26,20,0,2,0,1,2 +hansegr01,1999,1,PIT,NL,33,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +hanseje01,1999,1,KCA,AL,49,79,16,16,1,0,3,5,0,1,10,32,0,0,4,1,0 +harikti01,1999,1,BOS,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +harnipe01,1999,1,CIN,NL,33,66,6,10,4,0,1,5,0,0,1,20,0,0,8,0,1 +harrile01,1999,1,COL,NL,91,158,15,47,12,0,0,13,1,1,6,6,0,0,0,0,7 +harrile01,1999,2,ARI,NL,19,29,2,11,1,0,1,7,1,0,0,1,0,0,0,1,0 +harrire01,1999,1,MIL,NL,8,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +harvich01,1999,1,OAK,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hasegsh01,1999,1,ANA,AL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +haselbi01,1999,1,DET,AL,48,143,13,39,8,0,4,14,2,0,10,26,1,0,0,0,4 +hattesc01,1999,1,BOS,AL,30,80,12,22,5,0,1,11,0,0,18,14,0,1,0,1,2 +hawkila01,1999,1,MIN,AL,33,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +hayesch01,1999,1,SFN,NL,95,264,33,54,9,1,6,48,3,1,33,41,0,1,0,3,8 +hayneji01,1999,1,OAK,AL,30,4,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +heiseri01,1999,1,SLN,NL,3,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +helliri01,1999,1,TEX,AL,35,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +heltoto01,1999,1,COL,NL,159,578,114,185,39,5,35,113,7,6,68,77,6,6,0,4,14 +hemphbr01,1999,1,ANA,AL,12,21,3,3,0,0,0,2,0,0,4,4,0,0,1,1,1 +henderi01,1999,1,NYN,NL,121,438,89,138,30,0,12,42,37,14,82,82,1,2,1,3,4 +henrybu01,1999,1,SEA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +henrydo01,1999,1,HOU,NL,35,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +hentgpa01,1999,1,TOR,AL,34,6,0,1,0,0,0,0,0,0,0,4,0,0,0,0,0 +heredfe01,1999,1,CHN,NL,69,4,0,2,0,0,0,1,0,0,0,0,0,0,0,0,0 +heredgi01,1999,1,OAK,AL,33,6,0,0,0,0,0,0,0,0,1,1,0,0,1,0,0 +hergema01,1999,1,LAN,NL,17,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +hermach01,1999,1,PIT,NL,19,60,5,14,3,0,1,1,2,2,7,19,1,1,1,0,0 +hermadu01,1999,1,MON,NL,34,64,1,3,0,0,0,2,0,0,3,39,0,0,8,0,0 +hernaca02,1999,1,HOU,NL,16,14,4,2,0,0,0,1,3,1,0,0,0,0,1,0,0 +hernajo01,1999,1,CHN,NL,99,342,57,93,12,2,15,43,7,2,40,101,3,5,1,0,5 +hernajo01,1999,2,ATL,NL,48,166,22,42,8,0,4,19,4,1,12,44,3,0,1,1,5 +hernali01,1999,1,FLO,NL,20,45,5,13,2,0,2,7,0,0,0,5,0,0,1,1,2 +hernali01,1999,2,SFN,NL,11,18,1,4,0,0,0,1,0,0,1,5,0,1,6,0,0 +hernaor01,1999,1,NYA,AL,33,3,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +hernara02,1999,1,OAK,AL,40,136,13,38,7,0,3,21,1,0,18,11,0,1,1,2,5 +hernaro01,1999,1,TBA,AL,72,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hershor01,1999,1,NYN,NL,32,62,3,9,1,0,0,3,1,0,1,18,0,0,3,2,3 +hidalri01,1999,1,HOU,NL,108,383,49,87,25,2,15,56,8,5,56,73,2,4,0,5,5 +higgibo02,1999,1,DET,AL,107,377,51,90,18,0,12,46,4,6,64,66,2,2,0,2,2 +hiljuer01,1999,1,DET,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hillgl01,1999,1,CHN,NL,99,253,43,76,9,1,20,55,5,1,22,61,1,0,0,3,7 +hillke01,1999,1,ANA,AL,26,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1 +hinchaj01,1999,1,OAK,AL,76,205,26,44,4,1,7,24,6,2,11,41,0,2,9,1,4 +hinchbr01,1999,1,SEA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hitchst01,1999,1,SDN,NL,33,61,4,5,0,0,0,0,0,0,3,34,0,0,7,0,1 +hockide01,1999,1,MIN,AL,136,386,47,103,18,2,7,41,11,7,22,54,1,3,4,6,10 +hoffmtr01,1999,1,SDN,NL,64,3,0,1,1,0,0,2,0,0,0,0,0,0,0,0,0 +holbera01,1999,1,KCA,AL,34,100,14,28,3,0,0,5,7,4,8,20,0,0,6,1,4 +hollato01,1999,1,LAN,NL,92,261,39,74,12,2,9,32,5,2,24,61,1,1,0,1,2 +hollida01,1999,1,TOR,AL,27,99,12,22,5,0,2,6,0,0,5,22,0,0,0,0,2 +holmeda01,1999,1,ARI,NL,44,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +holtch01,1999,1,HOU,NL,32,45,3,3,0,0,0,2,0,0,3,14,0,0,7,0,1 +holtzmi01,1999,1,ANA,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +houstty01,1999,1,CHN,NL,100,249,26,58,9,1,9,27,1,1,28,67,4,0,1,1,7 +houstty01,1999,2,CLE,AL,13,27,2,4,1,0,1,3,0,0,3,11,0,0,0,0,0 +howarda02,1999,1,SLN,NL,52,82,3,17,4,0,1,6,0,2,7,27,3,2,1,0,0 +howarth01,1999,1,SLN,NL,98,195,16,57,10,0,6,28,1,1,17,26,0,2,0,1,3 +howelja02,1999,1,HOU,NL,37,33,2,7,2,0,1,1,0,0,8,9,0,0,0,0,1 +howrybo01,1999,1,CHA,AL,69,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hubbatr01,1999,1,LAN,NL,82,105,23,33,5,0,1,13,4,3,13,24,1,0,1,1,2 +hudekjo01,1999,1,CIN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hudekjo01,1999,2,ATL,NL,15,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +hudekjo01,1999,3,TOR,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hudsoti01,1999,1,OAK,AL,24,4,0,1,0,0,0,0,0,0,1,2,0,0,0,0,0 +hughebo01,1999,1,MIL,NL,48,101,10,26,2,0,3,8,0,0,5,28,0,0,0,0,3 +hundlto01,1999,1,LAN,NL,114,376,49,78,14,0,24,55,3,0,44,113,3,4,1,3,5 +huntebr01,1999,1,ATL,NL,114,181,28,45,12,1,6,30,0,1,31,40,1,4,5,2,6 +huntebr02,1999,1,DET,AL,18,55,8,13,2,1,0,0,0,3,5,11,0,1,1,0,0 +huntebr02,1999,2,SEA,AL,121,484,71,112,11,5,4,34,44,5,32,80,0,1,3,7,8 +hunteto01,1999,1,MIN,AL,135,384,52,98,17,2,9,35,10,6,26,72,1,6,1,5,9 +huskebu01,1999,1,SEA,AL,74,262,44,76,9,0,15,49,3,1,27,45,0,0,0,3,3 +huskebu01,1999,2,BOS,AL,45,124,18,33,6,0,7,28,0,0,7,20,1,0,0,0,6 +husonje01,1999,1,ANA,AL,97,225,21,59,7,1,0,18,10,1,16,27,0,0,1,3,9 +hyersti01,1999,1,FLO,NL,58,81,8,18,4,1,2,12,0,0,14,11,0,0,0,1,1 +ibanera01,1999,1,SEA,AL,87,209,23,54,7,0,9,27,5,1,17,32,1,0,0,1,4 +irabuhi01,1999,1,NYA,AL,32,4,0,0,0,0,0,0,0,0,1,3,0,0,2,0,0 +isrinja01,1999,1,NYN,NL,13,12,2,1,1,0,0,1,0,0,0,4,0,0,1,0,0 +isrinja01,1999,2,OAK,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jacksda03,1999,1,CHA,AL,73,149,22,41,9,1,4,16,4,1,3,20,0,0,2,1,4 +jacksda04,1999,1,SDN,NL,133,388,56,87,20,2,9,39,34,10,53,105,3,3,0,3,2 +jacksmi02,1999,1,CLE,AL,72,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jacksry01,1999,1,SEA,AL,32,68,4,16,3,0,0,10,3,3,6,19,0,1,0,2,3 +jahajo01,1999,1,OAK,AL,142,457,93,126,23,0,35,111,2,0,101,129,2,9,0,3,14 +jarvike01,1999,1,OAK,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +javiest01,1999,1,SFN,NL,112,333,49,92,15,1,3,30,13,6,29,55,4,1,7,1,4 +javiest01,1999,2,HOU,NL,20,64,12,21,4,1,0,4,3,1,9,8,0,0,1,1,2 +jeffegr01,1999,1,DET,AL,70,205,22,41,8,0,6,18,3,4,13,11,1,4,0,3,9 +jeffere01,1999,1,BOS,AL,83,206,21,57,13,1,5,17,0,0,17,54,0,2,0,0,9 +jenkige01,1999,1,MIL,NL,135,447,70,140,43,3,21,82,5,1,35,87,7,7,3,1,10 +jenniro01,1999,1,CHN,NL,5,5,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +jensema01,1999,1,SLN,NL,16,34,5,8,5,0,1,1,0,0,6,12,1,0,2,0,1 +jeterde01,1999,1,NYA,AL,158,627,134,219,37,9,24,102,19,8,91,116,5,12,3,6,12 +jimenda01,1999,1,NYA,AL,7,20,3,8,2,0,0,4,0,0,3,4,0,0,0,0,0 +jimenjo01,1999,1,SLN,NL,31,53,5,5,0,1,0,2,0,0,0,22,0,0,2,0,1 +johnsbr01,1999,1,CIN,NL,45,117,12,27,7,0,5,18,0,0,9,31,0,0,1,0,2 +johnsch04,1999,1,BAL,AL,135,426,58,107,19,1,16,54,0,0,55,107,2,4,4,3,13 +johnsdo04,1999,1,BAL,AL,32,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +johnsja02,1999,1,BAL,AL,22,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +johnsjo07,1999,1,SFN,NL,62,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnsjo08,1999,1,TEX,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnsla03,1999,1,CHN,NL,95,335,46,87,11,6,1,21,13,3,37,20,0,0,4,1,6 +johnsma02,1999,1,CHA,AL,73,207,27,47,11,0,4,16,3,1,36,58,0,2,1,2,2 +johnsmi02,1999,1,MON,NL,3,4,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +johnsra05,1999,1,ARI,NL,35,97,1,12,4,0,0,6,0,0,0,46,0,0,7,0,1 +johnsru01,1999,1,HOU,NL,83,156,24,44,10,0,5,23,2,3,20,31,0,0,4,3,3 +jonesan01,1999,1,ATL,NL,162,592,97,163,35,5,26,84,24,12,76,103,11,9,0,2,12 +jonesbo03,1999,1,NYN,NL,12,16,1,5,0,0,1,1,0,0,0,4,0,0,1,0,0 +jonesbo04,1999,1,COL,NL,30,27,3,4,1,0,0,4,0,0,2,7,0,0,4,1,0 +jonesch06,1999,1,ATL,NL,157,567,116,181,41,1,45,110,25,3,126,94,18,2,0,6,20 +jonesdo01,1999,1,OAK,AL,70,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jonesja04,1999,1,MIN,AL,95,322,54,93,24,2,9,44,3,4,17,63,1,4,1,3,7 +joneste02,1999,1,MON,NL,17,63,4,17,1,1,0,3,1,2,3,14,0,0,0,0,0 +jonesto02,1999,1,DET,AL,65,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jordabr01,1999,1,ATL,NL,153,576,100,163,28,4,23,115,13,8,51,81,2,9,0,9,9 +jordake01,1999,1,PHI,NL,120,347,36,99,17,3,4,51,0,0,24,34,1,6,0,3,12 +joynewa01,1999,1,SDN,NL,110,323,34,80,14,2,5,43,0,1,58,54,6,2,0,3,8 +juddmi01,1999,1,LAN,NL,7,5,0,0,0,0,0,0,0,0,1,1,0,0,3,0,0 +judenje01,1999,1,NYA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +justida01,1999,1,CLE,AL,133,429,75,123,18,0,21,88,1,3,94,90,11,2,0,5,14 +kamiesc01,1999,1,BAL,AL,43,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kaplega01,1999,1,DET,AL,130,416,60,102,22,4,18,49,11,5,42,74,0,2,4,4,7 +karchma01,1999,1,CHN,NL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +karlsc01,1999,1,MIL,NL,33,60,5,11,2,0,2,7,0,0,3,17,0,0,12,1,0 +karroer01,1999,1,LAN,NL,153,578,74,176,40,0,34,112,8,5,53,119,0,2,0,6,18 +karsast01,1999,1,CLE,AL,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kellymi02,1999,1,COL,NL,2,2,0,1,1,0,0,1,0,0,0,0,0,0,0,0,0 +kellypa03,1999,1,TOR,AL,37,116,17,31,7,0,6,20,0,1,10,23,0,0,1,3,1 +kellyro01,1999,1,TEX,AL,87,290,41,87,17,1,8,37,6,1,21,57,0,5,0,2,5 +kendaja01,1999,1,PIT,NL,78,280,61,93,20,3,8,41,22,3,38,32,3,12,0,4,8 +kennead01,1999,1,SLN,NL,33,102,12,26,10,1,1,16,0,1,3,8,0,2,1,2,1 +kentje01,1999,1,SFN,NL,138,511,86,148,40,2,23,101,13,6,61,112,3,5,0,8,12 +kidama01,1999,1,DET,AL,49,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kileda01,1999,1,COL,NL,32,52,3,7,0,0,0,4,0,0,4,20,0,0,8,0,3 +kimby01,1999,1,ARI,NL,25,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kingcu01,1999,1,SLN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kingje01,1999,1,KCA,AL,21,72,14,17,2,0,3,11,2,0,15,10,1,3,0,1,1 +kingra01,1999,1,CHN,NL,10,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +kingsge01,1999,1,BAL,AL,28,85,9,21,2,0,0,7,1,3,5,13,0,2,2,1,3 +kinkami01,1999,1,NYN,NL,28,46,3,9,2,1,2,6,1,0,3,9,0,2,0,0,1 +klassda01,1999,1,ARI,NL,1,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +kleskry01,1999,1,ATL,NL,133,404,55,120,28,2,21,80,5,2,53,69,8,2,0,7,6 +klinest02,1999,1,MON,NL,82,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +knoblch01,1999,1,NYA,AL,150,603,120,176,36,4,18,68,28,9,83,57,0,21,3,5,7 +knorrra01,1999,1,HOU,NL,13,30,2,5,1,0,0,0,0,0,1,8,0,0,0,0,1 +kochbi01,1999,1,TOR,AL,56,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +kolbda01,1999,1,TEX,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +konerpa01,1999,1,CHA,AL,142,513,71,151,31,4,24,81,1,0,45,68,0,2,1,3,19 +koskico01,1999,1,MIN,AL,117,342,42,106,21,0,11,58,4,4,40,72,4,5,2,3,6 +kotsama01,1999,1,FLO,NL,148,495,57,134,23,9,8,50,7,6,29,50,5,0,2,9,11 +kreutch01,1999,1,KCA,AL,107,324,31,73,15,0,5,35,0,0,34,65,1,6,2,2,16 +kubenje01,1999,1,LAN,NL,6,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +kubinti01,1999,1,OAK,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lakerti01,1999,1,PIT,NL,6,9,0,3,0,0,0,0,0,0,0,2,0,0,0,0,0 +lambda01,1999,1,TBA,AL,55,124,18,28,5,1,1,13,0,1,10,18,0,0,0,0,4 +lampkto01,1999,1,SEA,AL,76,206,29,60,11,2,9,34,1,3,13,32,1,5,1,2,2 +langsma01,1999,1,CLE,AL,25,2,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +lankfra01,1999,1,SLN,NL,122,422,77,129,32,1,15,63,14,4,49,110,3,3,0,2,6 +lansimi01,1999,1,COL,NL,35,145,24,45,9,0,4,15,2,0,7,22,0,1,1,1,3 +larkiba01,1999,1,CIN,NL,161,583,108,171,30,4,12,75,30,8,93,57,5,2,5,4,12 +larueja01,1999,1,CIN,NL,36,90,12,19,7,0,3,10,4,1,11,32,1,2,0,0,4 +lathach01,1999,1,MIN,AL,14,22,1,2,0,0,0,3,0,0,0,13,0,0,0,2,0 +lawtoma02,1999,1,MIN,AL,118,406,58,105,18,0,7,54,26,4,57,42,7,6,0,7,11 +laxtobr01,1999,1,OAK,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ledeeri01,1999,1,NYA,AL,88,250,45,69,13,5,9,40,4,3,28,73,5,0,0,2,2 +ledesaa01,1999,1,TBA,AL,93,294,32,78,15,0,0,30,1,1,14,35,1,3,1,0,14 +leeca01,1999,1,CHA,AL,127,492,66,144,32,2,16,84,4,2,13,72,0,4,1,7,11 +leeco01,1999,1,TEX,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leeda01,1999,1,COL,NL,36,5,1,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +leede02,1999,1,FLO,NL,70,218,21,45,9,1,5,20,2,1,17,70,1,0,0,1,3 +leetr01,1999,1,ARI,NL,120,375,57,89,16,2,9,50,17,3,58,50,4,0,0,3,10 +leiteal01,1999,1,NYN,NL,32,57,1,6,2,0,0,5,0,0,2,29,0,0,11,0,0 +leitema01,1999,1,SEA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leiussc01,1999,1,KCA,AL,37,74,8,15,1,0,1,10,1,0,4,8,0,1,0,3,1 +lennopa01,1999,1,TOR,AL,9,29,3,6,2,0,1,6,0,0,2,12,0,1,0,0,0 +leskacu01,1999,1,COL,NL,63,4,1,2,0,0,1,3,0,0,0,2,0,0,0,0,0 +levinal01,1999,1,ANA,AL,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +levisje01,1999,1,CLE,AL,10,26,0,4,0,0,0,3,0,0,1,6,0,1,1,0,1 +lewisda01,1999,1,BOS,AL,135,470,63,113,14,6,2,40,16,10,45,52,0,5,14,4,5 +lewisma01,1999,1,CIN,NL,88,173,18,44,16,0,6,28,0,0,7,24,1,0,2,2,8 +leyriji01,1999,1,SDN,NL,50,134,17,32,5,0,8,21,0,0,15,37,1,4,0,1,4 +leyriji01,1999,2,NYA,AL,31,66,8,15,4,1,0,5,0,0,13,17,1,0,0,0,3 +lidleco01,1999,1,TBA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +liebejo01,1999,1,CHN,NL,31,58,8,7,1,0,0,2,0,0,5,23,0,0,7,1,1 +liebemi01,1999,1,PHI,NL,145,510,84,153,33,1,31,96,0,0,44,86,7,11,1,8,15 +liefeje01,1999,1,CHA,AL,45,113,8,28,7,1,0,14,2,0,8,28,0,0,0,1,3 +lillyte01,1999,1,MON,NL,9,5,0,1,0,0,0,0,0,0,0,1,0,0,1,0,0 +limajo01,1999,1,HOU,NL,36,75,4,6,0,0,0,2,0,0,3,24,0,0,13,0,3 +lincomi01,1999,1,MIN,AL,18,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +liniaco01,1999,1,CHN,NL,12,29,3,7,2,0,0,2,0,1,1,4,0,0,0,0,2 +lintodo01,1999,1,BAL,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lirafe01,1999,1,DET,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lloydgr01,1999,1,TOR,AL,74,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +loaizes01,1999,1,TEX,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lockhke01,1999,1,ATL,NL,108,161,20,42,3,1,1,21,3,1,19,21,0,1,0,3,2 +loducpa01,1999,1,LAN,NL,36,95,11,22,1,0,3,11,1,2,10,9,4,2,1,2,3 +loeweca01,1999,1,PHI,NL,20,22,0,5,0,0,0,1,0,0,1,9,0,0,2,0,0 +loftoke01,1999,1,CLE,AL,120,465,110,140,28,6,7,39,25,6,79,84,2,6,5,5,6 +loiseri01,1999,1,PIT,NL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +lomasst01,1999,1,BOS,AL,1,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +lombage01,1999,1,ATL,NL,6,6,1,2,0,0,0,0,2,0,1,2,0,0,0,0,0 +longte01,1999,1,NYN,NL,3,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,1 +loopebr01,1999,1,FLO,NL,72,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lopezal02,1999,1,TBA,AL,51,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lopezja01,1999,1,ATL,NL,65,246,34,78,18,1,11,45,0,3,20,41,2,3,0,0,6 +lopezlu02,1999,1,NYN,NL,68,104,11,22,4,0,2,13,1,1,12,33,0,3,1,1,1 +lopezme01,1999,1,KCA,AL,7,20,2,8,0,1,0,3,0,0,0,5,0,1,0,0,0 +loretma01,1999,1,MIL,NL,153,587,93,170,34,5,5,67,4,1,52,59,1,10,9,6,14 +lorraan01,1999,1,CHN,NL,12,15,1,2,1,0,0,0,0,0,1,9,0,0,4,0,0 +lovulto01,1999,1,PHI,NL,17,38,3,8,0,0,2,5,0,0,3,11,0,0,0,0,1 +lowede01,1999,1,BOS,AL,74,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lowelmi01,1999,1,FLO,NL,97,308,32,78,15,0,12,47,0,0,26,69,1,5,0,5,8 +lowerte01,1999,1,TBA,AL,66,185,25,48,15,1,2,17,0,2,19,53,0,1,0,1,1 +lowese01,1999,1,CHA,AL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ludwier01,1999,1,TOR,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +luebbla01,1999,1,SLN,NL,8,16,1,2,0,0,0,0,0,0,1,2,0,0,1,0,0 +lukema01,1999,1,ANA,AL,18,30,4,9,0,0,3,6,0,0,2,10,0,0,0,0,2 +lundqda01,1999,1,CHA,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mabryjo01,1999,1,SEA,AL,87,262,34,64,14,0,9,33,2,1,20,60,1,0,2,1,6 +macfami01,1999,1,OAK,AL,81,226,24,55,17,0,4,31,0,0,13,52,0,1,1,5,7 +macharo01,1999,1,MON,NL,17,22,3,4,1,0,0,0,0,0,2,6,0,0,0,0,0 +maciajo01,1999,1,DET,AL,5,4,2,1,0,0,1,2,0,0,0,1,0,0,0,0,0 +maddugr01,1999,1,ATL,NL,33,64,7,11,1,1,2,7,0,0,1,18,0,1,13,0,0 +maddumi01,1999,1,MON,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +maddumi01,1999,2,LAN,NL,49,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +magadda01,1999,1,SDN,NL,116,248,20,68,12,1,2,30,1,3,45,36,2,0,0,7,10 +mageewe01,1999,1,PHI,NL,12,14,4,5,1,0,2,5,0,0,1,4,0,0,0,0,1 +magnami01,1999,1,ANA,AL,53,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mahayro01,1999,1,OAK,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mahompa01,1999,1,NYN,NL,41,16,2,5,3,0,0,3,0,0,0,6,0,0,0,0,0 +mantema01,1999,1,FLO,NL,35,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +mantema01,1999,2,ARI,NL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mantoje01,1999,1,CLE,AL,12,25,5,5,0,0,1,2,0,0,11,11,0,0,1,0,0 +mantoje01,1999,2,NYA,AL,6,8,0,1,0,0,0,0,0,0,2,4,0,0,0,0,0 +manwaki01,1999,1,COL,NL,48,137,17,41,7,1,2,14,0,0,12,23,1,5,0,1,4 +manzajo01,1999,1,NYN,NL,13,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +marreel01,1999,1,SLN,NL,114,317,32,61,13,1,6,34,11,2,18,56,4,1,4,3,14 +marteda01,1999,1,SEA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +martial03,1999,1,PIT,NL,143,541,97,150,36,8,24,63,20,3,49,119,5,1,0,2,8 +martida01,1999,1,TBA,AL,143,514,79,146,25,5,6,66,13,6,60,76,3,5,10,5,6 +martied01,1999,1,SEA,AL,142,502,86,169,35,1,24,86,7,2,97,99,6,6,0,3,12 +martife01,1999,1,KCA,AL,6,7,1,1,0,0,0,0,0,0,0,0,0,0,0,0,1 +martima02,1999,1,MON,NL,137,331,48,81,12,7,2,26,19,6,17,51,0,0,6,3,4 +martino01,1999,1,TOR,AL,9,27,3,6,2,0,0,0,0,0,4,4,0,2,0,0,2 +martipe02,1999,1,BOS,AL,31,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +martira02,1999,1,BOS,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +martira03,1999,1,SFN,NL,61,144,21,38,6,0,5,19,1,2,14,17,0,0,6,1,2 +martisa01,1999,1,CHN,NL,17,30,1,5,0,0,1,1,0,0,0,11,0,0,0,0,0 +martiti02,1999,1,NYA,AL,159,589,95,155,27,2,28,105,3,4,69,86,7,3,0,4,14 +martito02,1999,1,CLE,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +masaoon01,1999,1,LAN,NL,54,4,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +mateoru01,1999,1,TEX,AL,32,122,16,29,9,1,5,18,3,0,4,28,0,1,0,0,2 +mathemi01,1999,1,TOR,AL,57,163,16,35,6,0,3,17,0,0,12,37,0,1,2,1,3 +mathete01,1999,1,KCA,AL,24,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +mathetj01,1999,1,OAK,AL,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +matospa01,1999,1,ATL,NL,6,8,0,1,0,0,0,2,0,0,0,1,0,0,0,0,1 +matthga02,1999,1,SDN,NL,23,36,4,8,0,0,0,7,2,0,9,9,0,0,0,0,1 +mayde01,1999,1,BAL,AL,26,49,5,13,0,0,4,12,0,0,4,6,0,0,0,1,2 +maynebr01,1999,1,SFN,NL,117,322,39,97,32,0,2,39,2,2,43,65,5,5,1,3,16 +maysjo01,1999,1,MIN,AL,49,3,0,0,0,0,0,0,0,0,2,1,0,0,0,0,0 +mccraqu01,1999,1,TBA,AL,40,148,20,37,6,1,1,18,6,5,14,23,0,1,1,1,7 +mccurje01,1999,1,HOU,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcdonja02,1999,1,OAK,AL,100,187,26,39,2,1,3,8,6,3,25,48,0,3,4,1,2 +mcdonjo03,1999,1,CLE,AL,18,21,2,7,0,0,0,0,0,1,0,3,0,0,0,0,2 +mcdowja01,1999,1,ANA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcelrch01,1999,1,COL,NL,41,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +mcelrch01,1999,2,NYN,NL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcewijo01,1999,1,SLN,NL,152,513,65,141,28,4,9,44,7,4,41,87,8,6,9,5,3 +mcgeewi01,1999,1,SLN,NL,132,271,25,68,7,0,0,20,7,4,17,60,3,0,0,2,5 +mcglike01,1999,1,ATL,NL,64,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +mcgrifr01,1999,1,TBA,AL,144,529,75,164,30,1,32,104,1,0,86,107,11,1,0,4,12 +mcguiry01,1999,1,MON,NL,88,140,17,31,7,2,2,18,1,1,27,33,0,0,3,0,9 +mcgwima01,1999,1,SLN,NL,153,521,118,145,21,1,65,147,0,0,133,141,21,2,0,5,12 +mclemma01,1999,1,TEX,AL,144,566,105,155,20,7,6,45,16,8,83,79,2,0,9,6,8 +mcmicgr01,1999,1,NYN,NL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcmicgr01,1999,2,OAK,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcnicbr01,1999,1,CHN,NL,4,2,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +mcraebr01,1999,1,NYN,NL,96,298,35,66,12,1,8,36,2,6,39,57,1,5,0,2,6 +mcraebr01,1999,2,COL,NL,7,23,1,6,2,0,1,1,0,0,2,7,0,2,0,0,0 +mcraebr01,1999,3,TOR,AL,31,82,11,16,3,1,3,11,0,1,16,22,1,2,1,0,2 +meadobr01,1999,1,FLO,NL,31,50,6,7,3,0,0,1,0,0,2,21,0,0,7,0,0 +mearepa01,1999,1,PIT,NL,21,91,15,28,4,0,0,7,0,0,9,20,0,2,2,0,1 +mechegi01,1999,1,SEA,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mecirji01,1999,1,TBA,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +medinra01,1999,1,FLO,NL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +melusmi01,1999,1,HOU,NL,10,33,4,7,1,0,1,3,1,0,5,6,1,0,0,0,1 +mendora01,1999,1,NYA,AL,53,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +menecfr01,1999,1,OAK,AL,9,9,0,2,0,0,0,0,0,0,0,4,0,0,0,0,0 +merceor01,1999,1,MON,NL,93,194,25,52,12,1,8,26,2,1,26,27,0,0,0,1,5 +merckke01,1999,1,SLN,NL,26,28,5,5,1,0,0,2,0,0,2,10,0,0,4,0,0 +merckke01,1999,2,BOS,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +merlolo01,1999,1,BOS,AL,43,126,18,32,7,0,1,13,0,0,8,16,0,2,3,1,6 +mesajo01,1999,1,SEA,AL,68,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +meyerch02,1999,1,CHN,NL,43,142,17,33,9,0,0,4,4,2,9,27,1,3,2,0,5 +micelda01,1999,1,SDN,NL,66,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +mientdo01,1999,1,MIN,AL,118,327,34,75,21,3,2,32,1,1,43,51,3,4,3,2,13 +mieskma01,1999,1,SEA,AL,24,41,11,15,0,0,4,7,0,0,2,9,1,0,0,0,0 +mieskma01,1999,2,HOU,NL,54,109,13,31,5,0,5,22,0,0,6,22,1,0,1,2,4 +millake01,1999,1,FLO,NL,105,351,48,100,17,4,9,67,1,0,40,64,2,7,1,8,7 +milleda02,1999,1,ARI,NL,86,296,35,80,19,0,11,47,0,0,19,78,3,2,0,3,6 +milleku01,1999,1,CHN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +milletr01,1999,1,MIN,AL,52,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +milletr02,1999,1,HOU,NL,47,3,0,0,0,0,0,0,0,0,0,1,0,0,2,0,0 +millewa04,1999,1,HOU,NL,5,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +millsal01,1999,1,LAN,NL,68,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +millwke01,1999,1,ATL,NL,33,78,4,12,2,0,1,6,0,0,2,29,0,0,6,0,2 +miltoer01,1999,1,MIN,AL,34,2,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +minorry01,1999,1,BAL,AL,46,124,13,24,7,0,3,10,1,0,8,43,0,0,0,1,1 +mintzst01,1999,1,ANA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mirabdo01,1999,1,SFN,NL,33,87,10,22,6,0,1,10,0,0,9,25,1,1,0,1,1 +mlickda01,1999,1,LAN,NL,2,1,0,1,0,0,0,0,0,0,0,0,0,0,2,0,0 +mlickda01,1999,2,DET,AL,31,4,0,0,0,0,0,0,0,0,2,3,0,0,0,0,0 +moehlbr01,1999,1,DET,AL,32,1,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +mohlemi01,1999,1,SLN,NL,48,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +molinbe01,1999,1,ANA,AL,31,101,8,26,5,0,1,10,0,1,6,6,0,2,0,0,5 +molinga01,1999,1,BAL,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +molinjo01,1999,1,CHN,NL,10,19,3,5,1,0,0,1,0,0,2,4,1,0,0,0,0 +monahsh01,1999,1,SEA,AL,16,15,3,2,0,0,0,0,0,0,0,6,0,0,0,0,0 +mondera01,1999,1,LAN,NL,159,601,98,152,29,5,33,99,36,9,71,134,6,3,0,5,3 +montgje01,1999,1,KCA,AL,49,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +montgst01,1999,1,PHI,NL,53,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +morame01,1999,1,NYN,NL,66,31,6,5,0,0,0,1,2,1,4,7,0,1,3,0,0 +moranmi01,1999,1,CHN,NL,144,456,60,110,18,5,4,37,6,6,48,61,2,6,7,4,10 +mordemi01,1999,1,MON,NL,109,226,29,53,10,2,5,25,2,5,20,31,0,1,1,2,1 +morenor01,1999,1,KCA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +morgami01,1999,1,TEX,AL,34,4,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +mormaal01,1999,1,KCA,AL,49,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +morriha02,1999,1,CIN,NL,80,102,10,29,9,0,0,16,0,0,10,21,0,0,0,0,1 +morriji02,1999,1,TBA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +morriwa02,1999,1,PIT,NL,147,511,65,147,20,3,15,73,3,7,59,88,3,2,4,5,12 +motagu01,1999,1,MON,NL,51,1,1,1,0,0,1,3,0,0,0,0,0,0,0,0,0 +moutoja01,1999,1,MON,NL,95,122,18,32,5,1,2,13,6,2,18,31,1,2,3,1,2 +moutoly01,1999,1,MIL,NL,14,17,2,3,1,0,1,3,0,0,2,3,0,0,0,0,0 +moyerja01,1999,1,SEA,AL,32,2,0,1,0,0,0,0,0,0,1,1,0,0,1,0,0 +muellbi02,1999,1,SFN,NL,116,414,61,120,24,0,2,36,4,2,65,52,1,3,8,2,11 +mulhote01,1999,1,CHN,NL,26,32,0,3,0,0,0,3,0,0,0,17,0,0,3,0,0 +mulhote01,1999,2,ATL,NL,16,16,2,2,0,0,0,0,0,0,2,4,0,0,2,0,1 +munozmi01,1999,1,TEX,AL,56,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +munrope01,1999,1,TOR,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +murraca01,1999,1,SFN,NL,15,19,1,5,2,0,0,5,1,0,2,4,0,0,0,0,0 +murrada02,1999,1,NYN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +murrada02,1999,2,KCA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +murrahe01,1999,1,SDN,NL,22,13,1,2,0,0,0,0,0,0,1,9,0,0,1,0,0 +mussimi01,1999,1,BAL,AL,31,11,1,3,1,0,0,4,0,0,0,1,0,0,0,0,0 +myersgr01,1999,1,SDN,NL,50,128,9,37,4,0,3,15,0,0,13,14,2,0,0,0,5 +myersgr01,1999,2,ATL,NL,34,72,10,16,2,0,2,9,0,0,13,16,2,0,0,1,1 +myersmi01,1999,1,MIL,NL,71,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +myersro01,1999,1,CHN,NL,46,7,2,3,1,0,0,1,0,0,0,2,0,0,0,0,0 +myettaa01,1999,1,CHA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nagych01,1999,1,CLE,AL,34,6,0,0,0,0,0,0,0,0,0,5,0,0,0,0,0 +nathajo01,1999,1,SFN,NL,19,28,1,5,1,0,0,1,0,0,2,6,0,0,5,0,0 +naultda01,1999,1,NYA,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +navarja01,1999,1,CHA,AL,32,3,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +neaglde01,1999,1,CIN,NL,20,37,1,6,1,0,0,2,0,0,1,9,0,0,5,0,0 +nelsoje01,1999,1,NYA,AL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nenro01,1999,1,SFN,NL,72,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nevinph01,1999,1,SDN,NL,128,383,52,103,27,0,24,85,1,0,51,82,1,1,1,5,7 +newhada01,1999,1,SDN,NL,32,43,7,6,1,0,2,6,2,1,1,11,0,0,0,0,0 +newmaal02,1999,1,TBA,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nievejo01,1999,1,CHN,NL,54,181,16,45,9,1,2,18,0,2,8,25,0,4,3,3,5 +nilssda01,1999,1,MIL,NL,115,343,56,106,19,1,21,62,1,2,53,64,6,2,2,4,7 +nitkocj01,1999,1,DET,AL,69,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +nixonot01,1999,1,ATL,NL,84,151,31,31,2,1,0,8,26,7,23,15,1,0,1,1,1 +nixontr01,1999,1,BOS,AL,124,381,67,103,22,5,15,52,3,1,53,75,1,3,2,8,7 +nomohi01,1999,1,MIL,NL,29,56,3,12,2,1,0,5,0,0,1,22,0,0,7,0,0 +nortogr01,1999,1,CHA,AL,132,436,62,111,26,0,16,50,4,4,69,93,3,2,1,2,11 +nunezab01,1999,1,PIT,NL,90,259,25,57,8,0,0,17,9,1,28,54,0,1,13,0,2 +nunezvl01,1999,1,ARI,NL,27,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +nunezvl01,1999,2,FLO,NL,17,25,0,4,0,0,0,2,0,0,0,5,0,0,2,0,0 +nunnajo01,1999,1,BOS,AL,10,14,4,4,1,0,0,1,0,0,0,6,0,0,0,0,0 +obriech01,1999,1,ANA,AL,27,62,3,6,0,0,1,4,0,0,1,12,0,2,1,1,1 +ochoaal01,1999,1,MIL,NL,119,277,47,83,16,3,8,40,6,4,45,43,2,5,0,2,4 +offerjo01,1999,1,BOS,AL,149,586,107,172,37,11,8,69,18,12,96,79,5,2,2,7,11 +ogeach01,1999,1,PHI,NL,36,44,1,4,0,0,0,0,0,0,4,25,0,0,7,0,1 +ohkato01,1999,1,BOS,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ojalaki01,1999,1,FLO,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +oleartr01,1999,1,BOS,AL,157,596,84,167,36,4,28,103,1,2,56,91,5,4,0,5,21 +olerujo01,1999,1,NYN,NL,162,581,107,173,39,0,19,96,3,0,125,66,5,11,0,6,22 +olivaom01,1999,1,ANA,AL,20,6,0,2,1,0,0,0,0,0,0,1,0,0,1,0,0 +olivaom01,1999,2,OAK,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +oliveda02,1999,1,SLN,NL,35,73,7,20,4,0,0,6,0,0,3,23,0,0,8,0,1 +olivejo01,1999,1,PIT,NL,45,134,10,27,8,0,1,13,2,0,10,33,0,0,0,2,4 +olsongr01,1999,1,ARI,NL,61,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +oneilpa01,1999,1,NYA,AL,153,597,70,170,39,4,19,110,11,9,66,89,1,2,0,10,24 +oquismi01,1999,1,OAK,AL,28,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +ordazlu01,1999,1,SLN,NL,10,9,3,1,0,0,0,2,1,0,1,2,0,0,1,0,0 +ordonma01,1999,1,CHA,AL,157,624,100,188,34,3,30,117,13,6,47,64,4,1,0,5,24 +ordonre01,1999,1,NYN,NL,154,520,49,134,24,2,1,60,8,4,49,59,12,1,11,7,16 +orieke01,1999,1,FLO,NL,77,240,26,61,16,0,6,29,1,0,22,43,1,3,0,2,8 +oroscje01,1999,1,BAL,AL,65,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ortizda01,1999,1,MIN,AL,10,20,1,0,0,0,0,0,0,0,5,12,0,0,0,0,2 +ortizra01,1999,1,ANA,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ortizru01,1999,1,SFN,NL,33,71,7,14,2,0,1,8,0,0,3,17,0,0,7,0,1 +osbordo01,1999,1,SLN,NL,6,10,1,1,1,0,0,0,0,0,0,2,0,0,1,0,0 +osikke01,1999,1,PIT,NL,66,167,12,31,3,1,2,13,0,0,11,30,0,1,1,1,8 +osunaan01,1999,1,LAN,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +otanewi01,1999,1,BAL,AL,29,80,7,17,3,0,2,11,0,0,6,16,0,1,1,1,3 +otanewi01,1999,2,TOR,AL,42,127,21,32,8,0,5,13,0,0,9,30,0,1,0,0,3 +owenser01,1999,1,SDN,NL,149,440,55,117,22,3,9,61,33,7,38,50,2,3,2,2,12 +padilvi01,1999,1,ARI,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +paintla01,1999,1,SLN,NL,56,7,0,0,0,0,0,0,0,0,0,5,0,0,0,0,0 +palmede01,1999,1,DET,AL,150,560,92,147,25,2,38,100,3,3,57,153,3,10,0,4,12 +palmeor01,1999,1,ANA,AL,109,317,46,88,12,1,1,23,5,5,39,30,1,6,6,3,4 +palmera01,1999,1,TEX,AL,158,565,96,183,30,1,47,148,2,4,97,69,14,3,0,9,13 +paniajo01,1999,1,SEA,AL,59,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +paquecr01,1999,1,SLN,NL,48,157,21,45,6,0,10,37,1,0,6,38,0,0,1,2,6 +parkch01,1999,1,LAN,NL,33,59,4,9,2,0,0,6,0,0,2,26,0,0,6,2,0 +parquji01,1999,1,CHA,AL,31,5,0,2,0,0,0,0,0,0,0,1,0,0,1,0,0 +parrist01,1999,1,CIN,NL,22,38,1,6,0,0,0,4,0,0,0,11,0,0,5,0,0 +patribr01,1999,1,SFN,NL,6,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +patteda04,1999,1,TEX,AL,53,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pauljo01,1999,1,CHA,AL,6,18,2,4,1,0,0,1,0,0,0,4,0,0,0,0,0 +pavanca01,1999,1,MON,NL,19,33,1,2,0,0,0,2,0,0,1,14,0,0,5,0,0 +paytoja01,1999,1,NYN,NL,13,8,1,2,1,0,0,1,1,2,0,2,0,1,0,0,0 +penaan01,1999,1,LAN,NL,43,120,14,25,6,0,4,21,0,1,12,24,0,0,1,2,6 +penaje01,1999,1,CHA,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +penaju01,1999,1,BOS,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +percitr01,1999,1,ANA,AL,60,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +perezca01,1999,1,LAN,NL,17,27,2,8,2,0,1,2,0,0,2,8,0,0,3,0,0 +perezed01,1999,1,SLN,NL,21,32,6,11,2,0,1,9,0,0,7,6,0,0,0,0,0 +perezed02,1999,1,ATL,NL,104,309,30,77,17,0,7,30,0,1,17,40,4,6,4,3,9 +perezne01,1999,1,COL,NL,157,690,108,193,27,11,12,70,13,5,28,54,0,1,9,4,4 +perezod01,1999,1,ATL,NL,18,30,1,4,0,0,0,3,0,0,0,10,0,0,4,0,0 +perezyo01,1999,1,PHI,NL,35,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +perisma01,1999,1,TEX,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +perkida01,1999,1,MIN,AL,29,2,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +perryhe01,1999,1,TBA,AL,66,209,29,53,10,1,6,32,0,0,16,42,1,10,0,4,13 +persoro01,1999,1,TOR,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +persoro01,1999,2,PHI,NL,31,41,3,3,0,0,0,1,0,0,1,23,0,1,4,0,0 +peterch01,1999,1,PIT,NL,19,22,5,6,0,0,0,1,1,0,2,10,0,0,1,0,1 +peterch02,1999,1,COL,NL,7,13,1,2,0,0,0,2,0,0,2,3,0,0,0,0,0 +peterky01,1999,1,MIL,NL,17,22,2,3,0,0,0,1,0,0,1,9,0,0,2,0,0 +petkoma01,1999,1,ANA,AL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +petribe01,1999,1,COL,NL,19,62,13,20,3,0,4,12,1,0,10,13,0,0,0,0,1 +pettian01,1999,1,NYA,AL,31,5,0,1,0,0,0,0,0,0,1,2,0,0,0,0,0 +phillja03,1999,1,PIT,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +philljr01,1999,1,COL,NL,25,39,5,9,4,0,2,4,0,0,0,13,0,1,0,0,0 +phillto02,1999,1,OAK,AL,106,406,76,99,24,4,15,49,11,3,71,94,3,5,0,2,7 +piazzmi01,1999,1,NYN,NL,141,534,100,162,25,0,40,124,2,2,51,70,11,1,0,7,27 +pickeca01,1999,1,BAL,AL,23,40,4,5,1,0,1,5,0,0,11,16,0,0,0,0,1 +pierzaj01,1999,1,MIN,AL,9,22,3,6,2,0,0,3,0,0,1,4,0,1,0,0,0 +piscima01,1999,1,KCA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pittsji01,1999,1,KCA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pittsji01,1999,2,MIL,NL,15,1,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +plesada01,1999,1,TOR,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +plesada01,1999,2,ARI,NL,34,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +plunker01,1999,1,MIL,NL,68,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +polanpl01,1999,1,SLN,NL,88,220,24,61,9,3,1,19,1,3,15,24,1,0,3,2,7 +politcl01,1999,1,PHI,NL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +polonlu01,1999,1,DET,AL,87,333,46,108,21,8,10,32,17,9,16,32,0,2,2,2,2 +ponsosi01,1999,1,BAL,AL,32,3,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +pooleji02,1999,1,PHI,NL,51,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +pooleji02,1999,2,CLE,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +portebo03,1999,1,CHN,NL,24,26,2,5,1,0,0,0,0,0,2,13,0,0,1,0,1 +portuma01,1999,1,BOS,AL,31,3,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +porzimi01,1999,1,COL,NL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +posadjo01,1999,1,NYA,AL,112,379,50,93,19,2,12,57,1,0,53,91,2,3,0,2,9 +posesc01,1999,1,KCA,AL,86,137,27,39,3,0,0,12,6,2,21,22,1,0,1,1,3 +potelo01,1999,1,ANA,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +powelda01,1999,1,ARI,NL,22,25,4,4,3,0,0,1,2,1,2,6,0,0,1,0,0 +powelja04,1999,1,HOU,NL,67,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +powelje01,1999,1,MON,NL,17,30,2,4,1,0,0,0,0,0,3,8,0,0,1,0,0 +prattto02,1999,1,NYN,NL,71,140,18,41,4,0,3,21,2,0,15,32,0,3,0,2,0 +princto01,1999,1,PHI,NL,4,6,1,1,0,0,0,0,0,0,1,1,0,0,0,0,1 +pritcch01,1999,1,ANA,AL,20,45,3,7,1,0,1,2,1,1,2,9,0,0,1,1,0 +pulsibi01,1999,1,MIL,NL,19,21,1,3,0,0,0,0,0,0,0,14,0,0,8,0,1 +quantpa01,1999,1,TOR,AL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +quinnma01,1999,1,KCA,AL,17,60,11,20,4,1,6,18,1,0,4,11,0,1,0,0,1 +radinsc01,1999,1,SLN,NL,43,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +radkebr01,1999,1,MIN,AL,33,5,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +radloro01,1999,1,MIN,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +raineti01,1999,1,OAK,AL,58,135,20,29,5,0,4,17,4,1,26,17,1,0,1,2,5 +rainst01,1999,1,CHN,NL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rakerja01,1999,1,CLE,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ramiral02,1999,1,CLE,AL,48,97,11,29,6,1,3,18,1,1,3,26,0,1,1,0,1 +ramirar01,1999,1,PIT,NL,18,56,2,10,2,1,0,7,0,0,6,9,0,0,1,1,0 +ramirhe01,1999,1,MIL,NL,15,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +ramirju01,1999,1,FLO,NL,15,21,3,3,1,0,0,2,0,1,1,6,0,0,0,0,0 +ramirma02,1999,1,CLE,AL,147,522,131,174,34,3,44,165,2,4,96,131,9,13,0,9,12 +ramirro01,1999,1,COL,NL,32,7,1,1,0,0,0,0,0,0,0,0,0,1,1,0,0 +ramsaro01,1999,1,SEA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +randajo01,1999,1,KCA,AL,156,628,92,197,36,8,16,84,5,4,50,80,4,3,1,7,15 +rapppa01,1999,1,BOS,AL,37,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +rathga01,1999,1,MIN,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rayke01,1999,1,KCA,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rebouje01,1999,1,BAL,AL,99,154,25,25,4,0,0,4,1,0,33,29,0,2,3,0,1 +redmama01,1999,1,MIN,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +redmomi01,1999,1,FLO,NL,84,242,22,73,9,0,1,27,0,0,26,34,2,5,5,0,8 +reedje02,1999,1,COL,NL,46,106,11,27,5,0,2,11,0,1,17,24,1,1,0,1,3 +reedje02,1999,2,CHN,NL,57,150,18,39,11,2,1,17,1,1,28,34,0,2,0,1,4 +reedri01,1999,1,NYN,NL,27,45,2,11,2,0,0,5,0,0,1,14,0,0,8,0,0 +reedst01,1999,1,CLE,AL,63,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reesepo01,1999,1,CIN,NL,149,585,85,167,37,5,10,52,38,7,35,81,3,6,5,5,9 +reichda01,1999,1,KCA,AL,8,3,0,1,0,0,0,0,0,0,0,2,0,0,1,0,0 +rekarbr01,1999,1,TBA,AL,27,5,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +relafde01,1999,1,PHI,NL,65,211,31,51,11,2,1,26,4,3,19,34,2,6,6,0,5 +remlimi01,1999,1,ATL,NL,73,2,1,0,0,0,0,0,0,0,0,2,0,0,2,0,0 +renteed01,1999,1,SLN,NL,154,585,92,161,36,2,11,63,37,8,53,82,0,2,6,7,16 +reyesal01,1999,1,MIL,NL,26,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reyesal01,1999,2,BAL,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reyesca01,1999,1,SDN,NL,65,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +reyesde01,1999,1,CIN,NL,65,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +reynoar02,1999,1,ARI,NL,31,49,3,8,2,0,0,2,0,0,1,26,0,0,8,0,0 +reynosh01,1999,1,HOU,NL,35,66,4,11,2,0,1,14,0,0,2,27,0,0,17,1,1 +rhodear01,1999,1,BAL,AL,43,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rigbybr01,1999,1,OAK,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rigbybr01,1999,2,KCA,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rileyma01,1999,1,BAL,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rincori01,1999,1,CLE,AL,59,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +riosar01,1999,1,SFN,NL,72,150,32,49,9,0,7,29,7,4,24,35,1,1,1,1,3 +ripkeca01,1999,1,BAL,AL,86,332,51,113,27,0,18,57,0,1,13,31,3,3,3,3,14 +riskeda01,1999,1,CLE,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ritchto01,1999,1,PIT,NL,29,53,3,8,1,0,0,1,0,0,1,16,0,0,8,0,1 +riverma01,1999,1,NYA,AL,66,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +riverro01,1999,1,SDN,NL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +riverru01,1999,1,SDN,NL,147,411,65,80,16,1,23,48,18,7,55,143,1,5,0,4,9 +rizzoto01,1999,1,CHA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +roberda07,1999,1,CLE,AL,41,143,26,34,4,0,2,12,11,3,9,16,0,0,3,1,0 +roberwi01,1999,1,DET,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +robinke02,1999,1,CIN,NL,9,1,4,0,0,0,0,0,0,1,0,1,0,0,0,0,0 +rockejo01,1999,1,ATL,NL,74,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodrial01,1999,1,SEA,AL,129,502,110,143,25,0,42,111,21,7,56,109,2,5,1,8,12 +rodrife01,1999,1,SFN,NL,47,6,3,2,1,0,1,3,0,0,0,1,0,1,1,0,0 +rodrifr02,1999,1,SEA,AL,30,3,1,1,0,0,0,1,0,0,0,0,0,0,0,0,0 +rodrihe02,1999,1,CHN,NL,130,447,72,136,29,0,26,87,2,4,56,113,6,0,0,1,9 +rodriiv01,1999,1,TEX,AL,144,600,116,199,29,1,35,113,25,12,24,64,2,1,0,5,31 +rodrili01,1999,1,CHA,AL,39,93,8,22,2,2,1,12,0,0,12,11,0,3,3,0,5 +rodrine01,1999,1,TOR,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodriri02,1999,1,SFN,NL,62,1,1,1,0,0,0,1,0,0,0,0,0,0,1,0,0 +rogerke01,1999,1,OAK,AL,19,3,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0 +rogerke01,1999,2,NYN,NL,12,25,2,3,0,0,0,1,0,0,2,10,0,0,3,0,0 +rojasme01,1999,1,LAN,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rojasme01,1999,2,DET,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rojasme01,1999,3,MON,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rolensc01,1999,1,PHI,NL,112,421,74,113,28,1,26,77,12,2,67,114,2,3,0,6,8 +romanmi01,1999,1,TOR,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +romerjc01,1999,1,MIN,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +roquera01,1999,1,MIL,NL,43,17,0,1,0,0,0,0,0,0,2,10,0,0,1,0,0 +rosadjo01,1999,1,KCA,AL,33,5,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +rosebr01,1999,1,BOS,AL,22,2,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +roskojo01,1999,1,FLO,NL,13,12,0,2,2,0,0,1,0,0,1,7,0,0,0,0,0 +rueteki01,1999,1,SFN,NL,33,58,6,9,2,0,0,5,0,0,3,6,0,0,8,1,3 +runyase01,1999,1,DET,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rupery01,1999,1,TBA,AL,24,4,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1 +ruschgl01,1999,1,KCA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ruschgl01,1999,2,NYN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ryanbj01,1999,1,CIN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ryanbj01,1999,2,BAL,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ryanja04,1999,1,MIN,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ryanke01,1999,1,PHI,NL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ryanro02,1999,1,ARI,NL,20,29,4,7,1,0,2,5,0,0,1,8,0,0,0,0,0 +sabeler01,1999,1,ARI,NL,7,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +saberbr01,1999,1,BOS,AL,22,4,0,0,0,0,0,0,0,0,1,2,0,0,0,0,0 +sadledo01,1999,1,BOS,AL,49,107,18,30,5,1,0,4,2,1,5,20,0,0,3,0,1 +saenzol01,1999,1,OAK,AL,97,255,41,70,18,0,11,41,1,1,22,47,1,15,0,3,6 +salmoti01,1999,1,ANA,AL,98,353,60,94,24,2,17,69,4,1,63,82,2,0,0,6,7 +sampsbe01,1999,1,MIN,AL,30,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +sanchje01,1999,1,FLO,NL,60,12,0,1,0,0,0,0,0,0,1,5,0,0,2,0,0 +sanchre01,1999,1,KCA,AL,134,479,66,141,18,6,2,56,11,5,22,48,2,4,10,3,14 +sandean01,1999,1,TOR,AL,3,7,1,2,1,0,0,2,0,0,0,2,0,0,0,0,1 +sandere02,1999,1,SDN,NL,133,478,92,136,24,7,26,72,36,13,65,108,1,6,0,1,10 +sandesc02,1999,1,CHN,NL,67,18,0,5,2,0,0,1,0,0,0,6,0,0,2,0,0 +sanfoch01,1999,1,LAN,NL,5,8,1,2,0,0,0,2,0,0,0,1,0,0,0,0,0 +santafp01,1999,1,SFN,NL,113,254,49,66,17,3,3,26,12,4,53,54,0,11,5,2,1 +santaju01,1999,1,TBA,AL,22,1,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0 +santama01,1999,1,BOS,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +santibe01,1999,1,CHN,NL,109,350,28,87,18,3,7,36,1,1,32,71,6,2,0,2,12 +santijo03,1999,1,KCA,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sauersc01,1999,1,PIT,NL,65,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +saundto01,1999,1,TBA,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +scarsst01,1999,1,KCA,AL,46,68,2,14,5,0,0,6,1,0,9,24,0,0,1,1,0 +schefaa01,1999,1,SEA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schilcu01,1999,1,PHI,NL,24,50,5,5,1,1,0,3,0,0,7,28,0,0,9,0,0 +schmija01,1999,1,PIT,NL,33,60,2,5,0,0,0,1,0,0,5,33,0,0,12,0,0 +schoesc01,1999,1,ANA,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schoupe01,1999,1,PIT,NL,30,25,1,0,0,0,0,1,0,0,3,13,0,0,3,0,1 +schrest01,1999,1,PHI,NL,32,3,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +seaneru01,1999,1,ATL,NL,56,1,1,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +sefcike01,1999,1,PHI,NL,111,209,28,58,15,3,1,11,9,4,29,24,0,1,3,0,4 +seguida01,1999,1,SEA,AL,90,345,43,101,22,3,9,39,1,2,32,43,4,1,1,3,9 +seguida01,1999,2,TOR,AL,31,95,14,30,5,0,5,13,0,0,8,17,0,0,0,1,1 +seguife01,1999,1,MON,NL,35,105,14,27,9,0,5,10,0,0,5,33,1,7,0,2,1 +seleaa01,1999,1,TEX,AL,33,4,0,0,0,0,0,0,0,0,1,2,0,0,1,0,0 +serafda01,1999,1,CHN,NL,42,12,1,1,0,0,0,0,0,0,3,7,0,0,1,0,0 +servasc01,1999,1,SFN,NL,69,198,21,54,10,0,5,21,0,0,13,31,2,3,3,0,7 +servisc01,1999,1,KCA,AL,68,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sexsori01,1999,1,CLE,AL,134,479,72,122,17,7,31,116,3,3,34,117,0,4,0,8,19 +sextoch01,1999,1,COL,NL,35,59,9,14,0,1,1,7,4,2,11,10,1,0,0,0,2 +shavejo01,1999,1,TEX,AL,43,73,10,21,4,0,0,9,1,0,5,17,0,2,3,0,0 +shawje01,1999,1,LAN,NL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sheetan01,1999,1,ANA,AL,87,244,22,48,10,0,3,29,1,2,14,59,0,0,6,5,6 +sheffga01,1999,1,LAN,NL,152,549,103,165,20,0,34,101,11,5,101,64,4,4,0,9,10 +sheldsc01,1999,1,TEX,AL,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shueypa01,1999,1,CLE,AL,72,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shumaan01,1999,1,PHI,NL,8,5,0,1,0,0,0,0,0,0,1,3,0,0,0,0,0 +shumpte01,1999,1,COL,NL,92,262,58,91,26,3,10,37,14,0,31,41,2,2,4,5,2 +silvajo01,1999,1,PIT,NL,34,20,0,2,0,0,0,3,0,0,0,10,0,0,2,0,0 +silveda01,1999,1,ANA,AL,3,11,0,1,1,0,0,1,0,0,0,1,0,0,0,0,1 +simasbi01,1999,1,CHA,AL,70,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +simmobr01,1999,1,CHA,AL,54,126,14,29,3,3,4,17,4,0,9,30,0,0,0,0,3 +simmsmi01,1999,1,TEX,AL,4,2,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +simonra01,1999,1,ATL,NL,90,218,26,69,16,0,5,25,2,2,17,25,6,1,0,1,10 +sinclst01,1999,1,TOR,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sinclst01,1999,2,SEA,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +singlch01,1999,1,CHA,AL,133,496,72,149,31,6,17,72,20,5,22,45,1,1,4,6,10 +sirotmi01,1999,1,CHA,AL,32,8,1,2,0,0,0,0,0,0,0,3,0,0,0,0,1 +slocuhe01,1999,1,BAL,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +slocuhe01,1999,2,SLN,NL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +slusajo01,1999,1,HOU,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smartjd01,1999,1,MON,NL,29,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithbo06,1999,1,TBA,AL,68,199,18,36,4,1,3,19,4,4,16,64,0,1,2,1,8 +smithda06,1999,1,MON,NL,20,24,3,2,0,0,0,1,0,0,3,15,0,0,3,0,1 +smoltjo01,1999,1,ATL,NL,29,62,11,17,4,0,1,7,0,0,5,28,0,1,4,0,0 +snowjt01,1999,1,SFN,NL,161,570,93,156,25,2,24,98,0,4,86,121,7,5,1,6,16 +snydejo02,1999,1,CHA,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sodowcl01,1999,1,SLN,NL,3,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +sojolu01,1999,1,NYA,AL,49,127,20,32,6,0,2,16,1,0,4,17,0,0,2,0,4 +soriaal01,1999,1,NYA,AL,9,8,2,1,0,0,1,1,0,1,0,3,0,0,0,0,0 +sorrepa01,1999,1,TBA,AL,99,294,40,69,14,1,11,42,1,1,49,101,1,4,0,1,4 +sosaju01,1999,1,COL,NL,11,9,3,2,0,0,0,0,0,0,2,2,0,0,0,0,0 +sosasa01,1999,1,CHN,NL,162,625,114,180,24,2,63,141,7,8,78,171,8,3,0,6,17 +sparkje01,1999,1,TBA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sparkst01,1999,1,ANA,AL,29,3,0,1,1,0,0,2,0,0,0,1,0,0,0,0,0 +spehrti01,1999,1,KCA,AL,60,155,26,32,7,0,9,26,1,0,22,47,0,6,2,2,2 +speieju01,1999,1,ATL,NL,19,3,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +spencse01,1999,1,SEA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +spencsh01,1999,1,NYA,AL,71,205,25,48,8,0,8,20,0,4,18,51,0,2,0,1,1 +spencst02,1999,1,SDN,NL,9,10,0,0,0,0,0,0,0,0,0,3,0,1,1,0,0 +spierbi01,1999,1,HOU,NL,127,393,56,113,18,5,4,39,10,5,47,45,2,0,3,1,10 +spiezsc01,1999,1,OAK,AL,89,247,31,60,24,0,8,33,0,0,29,36,3,2,1,3,5 +spoljpa01,1999,1,PHI,NL,5,2,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0 +spoljpa01,1999,2,TOR,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +spradje01,1999,1,CLE,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +spradje01,1999,2,SFN,NL,59,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +spraged02,1999,1,PIT,NL,137,490,71,131,27,2,22,81,3,6,50,93,6,17,1,6,12 +sprinde01,1999,1,FLO,NL,38,50,2,6,1,0,0,2,0,0,0,17,0,0,3,1,0 +sprinru01,1999,1,ATL,NL,49,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stairma01,1999,1,OAK,AL,146,531,94,137,26,3,38,102,2,7,89,124,6,2,0,1,8 +stanlmi02,1999,1,BOS,AL,136,427,59,120,22,0,19,72,0,0,70,94,3,11,0,4,8 +stantmi02,1999,1,NYA,AL,73,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +starkde01,1999,1,SEA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +steinbl01,1999,1,OAK,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +steinbl01,1999,2,KCA,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +steinte01,1999,1,MIN,AL,101,338,35,96,16,4,4,42,2,2,38,54,1,2,0,2,10 +stephga01,1999,1,SLN,NL,18,27,1,2,1,0,0,0,0,0,0,5,0,0,3,0,2 +steveda01,1999,1,CLE,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stevele01,1999,1,TEX,AL,146,517,76,146,31,1,24,81,2,3,52,132,10,0,0,7,19 +stewash01,1999,1,TOR,AL,145,608,102,185,28,2,11,67,37,14,59,83,0,8,3,4,12 +stinnke01,1999,1,ARI,NL,88,284,36,66,13,0,14,38,2,1,24,83,2,5,2,2,4 +stockke01,1999,1,TBA,AL,79,254,39,76,11,2,1,27,9,7,24,41,0,4,4,0,4 +stottto01,1999,1,ARI,NL,17,32,0,4,1,0,0,0,0,0,5,12,0,0,3,0,0 +stowech01,1999,1,MON,NL,4,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +strawda01,1999,1,NYA,AL,24,49,10,16,5,0,3,6,2,0,17,16,0,0,0,0,0 +stricsc01,1999,1,MON,NL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stullev01,1999,1,ATL,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sturtta01,1999,1,CHA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stynech01,1999,1,CIN,NL,73,113,18,27,1,0,2,14,5,2,12,13,1,0,3,1,2 +sullisc01,1999,1,CIN,NL,79,15,1,0,0,0,0,0,0,0,0,11,0,0,0,0,0 +suppaje01,1999,1,KCA,AL,32,5,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0 +surhobj01,1999,1,BAL,AL,162,673,104,207,38,1,28,107,5,1,43,78,1,2,1,8,15 +suttola01,1999,1,KCA,AL,43,102,14,23,6,0,2,15,1,0,13,17,0,0,1,2,4 +suzukma01,1999,1,SEA,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +suzukma01,1999,2,KCA,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sveumda01,1999,1,PIT,NL,49,71,7,15,5,1,3,13,0,0,7,28,1,0,1,1,0 +sweenma01,1999,1,CIN,NL,37,31,6,11,3,0,2,7,0,0,4,9,1,0,0,0,2 +sweenmi01,1999,1,KCA,AL,150,575,101,185,44,2,22,102,6,1,54,48,0,10,0,4,21 +swindgr01,1999,1,ARI,NL,63,4,0,0,0,0,0,0,0,0,0,1,0,0,2,0,1 +tamje01,1999,1,CLE,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tamje01,1999,2,NYN,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tapanke01,1999,1,CHN,NL,23,39,1,2,1,0,0,3,0,0,3,21,0,0,5,0,0 +tarasto01,1999,1,NYA,AL,14,31,5,5,2,0,0,3,1,0,3,5,0,0,0,1,1 +tatisfe01,1999,1,SLN,NL,149,537,104,160,31,2,34,107,21,9,82,128,4,16,0,4,11 +taubeed01,1999,1,CIN,NL,126,424,58,132,22,2,21,87,0,2,30,67,1,1,1,5,12 +tavarju01,1999,1,SFN,NL,47,5,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +taylobi04,1999,1,OAK,AL,43,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +taylobi04,1999,2,NYN,NL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tejadmi01,1999,1,OAK,AL,159,593,93,149,33,4,21,84,8,7,57,94,3,10,9,5,11 +tejermi01,1999,1,FLO,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +telemam01,1999,1,ARI,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +telemam01,1999,2,PHI,NL,44,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +telfoan01,1999,1,MON,NL,79,2,0,0,0,0,0,1,0,0,1,1,0,0,2,0,0 +tessmja01,1999,1,NYA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thomafr04,1999,1,CHA,AL,135,486,74,148,36,0,15,77,3,3,87,66,13,9,0,8,15 +thomeji01,1999,1,CLE,AL,146,494,101,137,27,2,33,108,0,0,127,171,13,4,0,4,6 +thompju02,1999,1,DET,AL,24,5,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +thompma01,1999,1,SLN,NL,5,8,0,0,0,0,0,0,0,0,0,6,0,0,1,0,0 +thompry01,1999,1,HOU,NL,12,20,2,4,1,0,1,5,0,0,2,7,0,0,0,0,1 +thomsjo01,1999,1,COL,NL,14,18,1,3,1,0,0,1,0,0,2,7,0,0,0,0,0 +thurmmi01,1999,1,MON,NL,29,40,1,1,0,0,0,0,0,0,1,31,0,1,4,0,0 +timlimi01,1999,1,BAL,AL,62,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +timmooz01,1999,1,SEA,AL,26,44,4,5,2,0,1,3,0,1,4,12,0,0,0,0,0 +tocajo01,1999,1,NYN,NL,4,3,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +tomkobr01,1999,1,CIN,NL,33,47,3,10,2,0,0,2,0,0,3,17,0,0,8,0,0 +trachst01,1999,1,CHN,NL,34,63,4,7,1,0,0,0,1,0,1,25,0,0,7,0,0 +trammbu01,1999,1,TBA,AL,82,283,49,82,19,0,14,39,0,2,43,37,1,1,0,1,7 +tremich01,1999,1,PIT,NL,9,14,1,1,0,0,0,1,0,0,2,4,0,0,0,0,0 +trombmi01,1999,1,MIN,AL,75,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tuckemi01,1999,1,CIN,NL,133,296,55,75,8,5,11,44,11,4,37,81,3,3,0,4,5 +turnech01,1999,1,CLE,AL,12,21,3,4,0,0,0,0,1,0,1,8,0,0,0,0,0 +unroeti01,1999,1,ANA,AL,27,54,5,13,2,0,1,6,0,0,4,16,0,1,0,0,0 +urbinug01,1999,1,MON,NL,71,5,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +valdeis01,1999,1,LAN,NL,32,58,1,5,0,0,0,2,1,0,1,18,0,0,10,0,2 +valenja01,1999,1,MIN,AL,78,218,22,54,12,1,5,28,0,0,22,39,0,1,1,5,2 +valenjo02,1999,1,BOS,AL,113,450,58,114,27,1,12,70,0,1,40,68,2,4,1,8,11 +valenjo03,1999,1,MIL,NL,89,256,45,58,9,5,10,38,3,2,48,52,7,2,2,5,3 +vandejo02,1999,1,SDN,NL,132,246,26,67,18,0,6,41,2,1,37,59,1,2,0,3,5 +varitja01,1999,1,BOS,AL,144,483,70,130,39,2,20,76,1,2,46,85,2,2,5,8,13 +vaughgr01,1999,1,CIN,NL,153,550,104,135,20,2,45,118,15,2,85,137,3,3,0,5,9 +vaughmo01,1999,1,ANA,AL,139,524,63,147,20,0,33,108,0,0,54,127,7,11,0,3,11 +vazquja01,1999,1,MON,NL,26,42,4,12,2,0,0,5,0,0,3,8,0,0,8,0,1 +velanjo01,1999,1,OAK,AL,63,48,4,9,1,0,0,2,2,0,2,13,0,1,0,0,0 +velarra01,1999,1,ANA,AL,95,376,57,115,15,4,9,48,13,4,43,56,1,4,2,0,8 +velarra01,1999,2,OAK,AL,61,255,48,85,10,3,7,28,11,4,27,42,1,2,2,0,11 +venafmi01,1999,1,TEX,AL,65,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +venturo01,1999,1,NYN,NL,161,588,88,177,38,0,32,120,1,1,74,109,10,3,1,5,14 +verasqu01,1999,1,SDN,NL,132,475,95,133,25,2,6,41,30,17,65,88,0,2,1,2,7 +veraswi01,1999,1,BOS,AL,36,118,14,34,5,1,2,13,0,2,5,14,0,2,0,2,5 +veresda01,1999,1,COL,NL,73,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vidrojo01,1999,1,MON,NL,140,494,67,150,45,2,12,59,0,4,29,51,2,4,2,2,12 +villoro01,1999,1,CIN,NL,29,43,0,3,0,0,0,0,0,0,1,10,0,0,5,0,0 +vinafe01,1999,1,MIL,NL,37,154,17,41,7,0,1,16,5,2,14,6,0,4,3,2,1 +vitiejo01,1999,1,KCA,AL,13,41,4,6,1,0,1,4,0,0,2,9,0,2,0,0,2 +vizcajo01,1999,1,LAN,NL,94,266,27,67,9,0,1,29,2,1,20,23,0,1,9,2,9 +vizcalu01,1999,1,OAK,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vizquom01,1999,1,CLE,AL,144,574,112,191,36,4,5,66,42,9,65,50,0,1,17,7,8 +vosbeed01,1999,1,SDN,NL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vosbeed01,1999,2,ARI,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wagnebi02,1999,1,HOU,NL,66,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wagnepa01,1999,1,CLE,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wainhda01,1999,1,COL,NL,19,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +wakefti01,1999,1,BOS,AL,49,3,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +walbema01,1999,1,ANA,AL,107,288,26,69,8,1,3,22,2,3,26,46,1,3,3,1,12 +walkela01,1999,1,COL,NL,127,438,108,166,26,4,37,115,11,4,57,52,8,12,0,6,12 +walketo04,1999,1,MIN,AL,143,531,62,148,37,4,6,46,18,10,52,83,5,1,0,2,15 +wallade01,1999,1,KCA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wallaje01,1999,1,PIT,NL,41,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +walldo01,1999,1,SDN,NL,55,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +wardbr01,1999,1,CHA,AL,40,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +wardda01,1999,1,HOU,NL,64,150,11,41,6,0,8,30,0,0,9,31,0,0,0,2,3 +wardtu01,1999,1,PIT,NL,49,91,2,19,2,0,0,8,2,2,13,9,0,1,3,1,2 +wardtu01,1999,2,ARI,NL,10,23,6,8,1,0,2,7,0,0,2,6,0,0,0,1,0 +wasdijo01,1999,1,BOS,AL,45,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +washbja01,1999,1,ANA,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +watkipa01,1999,1,COL,NL,16,19,2,1,0,0,0,0,0,0,2,5,0,0,1,0,1 +watsoal01,1999,1,NYN,NL,14,10,0,3,1,0,0,0,0,0,0,1,0,0,0,0,3 +watsoal01,1999,2,SEA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +watsoal01,1999,3,NYA,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +weathda01,1999,1,MIL,NL,63,7,1,1,0,0,0,0,0,0,1,4,0,0,0,0,0 +weaveer01,1999,1,SEA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +weaveje01,1999,1,DET,AL,31,4,2,2,1,0,0,0,0,0,0,1,0,0,1,0,0 +webstle01,1999,1,BAL,AL,16,36,1,6,1,0,0,3,0,0,8,5,0,1,0,0,1 +webstle01,1999,2,BOS,AL,6,14,0,0,0,0,0,1,0,0,2,2,0,1,0,0,0 +wehnejo01,1999,1,PIT,NL,39,65,6,12,2,0,1,4,1,0,7,12,0,0,3,0,1 +weisswa01,1999,1,ATL,NL,110,279,38,63,13,4,2,29,7,3,35,48,1,3,6,4,1 +wellsbo01,1999,1,MIN,AL,76,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wellsda01,1999,1,TOR,AL,34,6,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +wellski01,1999,1,CHA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wellsve01,1999,1,TOR,AL,24,88,8,23,5,0,1,8,1,1,4,18,0,0,0,0,6 +wendetu01,1999,1,NYN,NL,80,6,0,0,0,0,0,0,0,0,1,3,0,0,0,0,0 +wengedo01,1999,1,KCA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wettejo01,1999,1,TEX,AL,62,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wheelda01,1999,1,TBA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +whisema01,1999,1,KCA,AL,48,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +whisema01,1999,2,SDN,NL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +whitede03,1999,1,LAN,NL,134,474,60,127,20,2,14,68,19,5,39,88,2,11,0,2,10 +whitega01,1999,1,CIN,NL,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +whitema01,1999,1,CLE,AL,8,25,2,4,1,0,1,4,0,0,3,4,0,0,0,0,1 +whitema02,1999,1,SDN,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +whiteri01,1999,1,TBA,AL,63,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +whitero02,1999,1,MON,NL,138,539,83,168,26,6,22,64,10,6,32,85,2,11,0,6,17 +wickmbo01,1999,1,MIL,NL,71,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +widgech01,1999,1,MON,NL,124,383,42,101,24,1,14,56,1,4,28,86,0,7,0,1,5 +wilkima01,1999,1,PIT,NL,46,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +wilkiri01,1999,1,LAN,NL,3,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +willibe02,1999,1,NYA,AL,158,591,116,202,28,6,25,115,9,10,100,95,17,1,0,5,11 +willibr01,1999,1,HOU,NL,50,3,0,1,0,0,0,1,0,0,0,1,0,0,0,0,0 +willige02,1999,1,ATL,NL,143,422,76,116,24,1,17,68,19,11,33,67,1,6,4,2,8 +willije01,1999,1,LAN,NL,5,5,2,1,0,0,0,0,0,0,1,4,0,0,1,0,0 +willima04,1999,1,ARI,NL,154,627,98,190,37,2,35,142,2,0,41,93,9,2,0,8,17 +willimi03,1999,1,PIT,NL,58,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +willire02,1999,1,ANA,AL,30,63,8,14,1,2,1,6,2,1,5,21,0,1,1,1,3 +willisc01,1999,1,CIN,NL,62,7,0,0,0,0,0,0,0,0,1,6,0,0,3,0,0 +willito02,1999,1,SEA,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +williwo02,1999,1,SDN,NL,34,73,4,13,4,0,0,6,0,1,2,19,0,0,4,1,0 +wilsocr02,1999,1,CHA,AL,98,252,28,60,8,1,4,26,1,1,23,22,0,0,6,1,5 +wilsoda01,1999,1,SEA,AL,123,414,46,110,23,2,7,38,5,0,29,83,4,2,10,2,10 +wilsoen01,1999,1,CLE,AL,113,332,41,87,22,1,2,24,5,4,25,41,1,1,4,6,12 +wilsopr01,1999,1,FLO,NL,149,482,67,135,21,4,26,71,11,4,46,156,3,9,0,6,15 +wilsova01,1999,1,NYN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +winkejo01,1999,1,ATL,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +winnra01,1999,1,TBA,AL,79,303,44,81,16,4,2,24,9,9,17,63,0,1,1,2,3 +witasja01,1999,1,KCA,AL,32,5,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +wittbo01,1999,1,TBA,AL,32,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +wittke01,1999,1,TOR,AL,15,34,3,7,1,0,1,5,0,0,2,9,0,0,1,0,0 +wohlema01,1999,1,ATL,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wolcobo01,1999,1,BOS,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wolfra02,1999,1,PHI,NL,22,30,2,7,1,0,0,0,0,0,2,8,0,0,7,0,0 +womacto01,1999,1,ARI,NL,144,614,111,170,25,10,4,41,72,13,52,68,0,2,9,7,4 +woodabr01,1999,1,CHN,NL,6,2,0,1,0,0,0,0,0,0,2,0,0,0,0,0,0 +woodast01,1999,1,MIL,NL,31,53,5,7,1,0,0,0,0,0,6,16,0,0,10,0,1 +woodja02,1999,1,DET,AL,27,44,5,7,1,0,1,8,0,0,2,13,0,0,1,0,0 +woodwch01,1999,1,TOR,AL,14,26,1,6,1,0,0,2,0,0,2,6,0,0,0,1,1 +worreti01,1999,1,OAK,AL,53,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wrighja01,1999,1,COL,NL,16,32,0,4,1,0,0,2,0,0,0,13,0,0,3,0,0 +wrighja02,1999,1,CLE,AL,26,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +yanes01,1999,1,TBA,AL,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +yarnaed01,1999,1,NYA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +yoshima01,1999,1,NYN,NL,31,55,1,9,0,0,0,2,0,1,0,16,0,0,6,0,3 +youngdm01,1999,1,CIN,NL,127,373,63,112,30,2,14,56,3,1,30,71,1,2,0,4,11 +younger01,1999,1,LAN,NL,119,456,73,128,24,2,2,41,51,22,63,26,0,5,6,4,12 +younger02,1999,1,ARI,NL,6,11,1,2,0,0,0,0,0,0,3,2,0,1,0,0,0 +youngke01,1999,1,PIT,NL,156,584,103,174,41,6,26,106,22,10,75,124,5,12,0,4,13 +zaungr01,1999,1,TEX,AL,43,93,12,23,2,1,1,12,1,0,10,7,0,0,1,2,2 +zeileto01,1999,1,TEX,AL,156,588,80,172,41,1,24,98,1,2,56,94,3,4,1,7,20 +zimmeje02,1999,1,TEX,AL,65,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +zimmejo01,1999,1,SEA,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +zoskyed01,1999,1,MIL,NL,8,7,1,1,0,0,0,0,0,0,1,2,0,0,0,0,0 +abbotje01,2000,1,CHA,AL,80,215,31,59,15,1,3,29,2,1,21,38,1,2,2,1,2 +abbotku01,2000,1,NYN,NL,79,157,22,34,7,1,6,12,1,1,14,51,2,1,0,1,2 +abbotpa01,2000,1,SEA,AL,35,5,1,2,1,0,0,0,0,0,0,1,0,0,1,0,0 +abreubo01,2000,1,PHI,NL,154,576,103,182,42,10,25,79,28,8,100,116,9,1,0,3,12 +aceveju01,2000,1,MIL,NL,62,1,1,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +adamste01,2000,1,LAN,NL,66,2,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +agbaybe01,2000,1,NYN,NL,119,350,59,101,19,1,15,60,5,5,54,68,2,7,0,3,6 +aguilri01,2000,1,CHN,NL,54,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +alcanis01,2000,1,BOS,AL,21,45,9,13,1,0,4,7,0,0,3,7,0,0,0,0,0 +aldresc01,2000,1,PHI,NL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +alexama02,2000,1,BOS,AL,101,194,30,41,4,3,4,19,2,0,13,41,0,0,2,0,0 +alfonan01,2000,1,FLO,NL,68,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +alfoned01,2000,1,NYN,NL,150,544,109,176,40,2,25,94,3,2,95,70,1,5,0,6,12 +alicelu01,2000,1,TEX,AL,139,540,85,159,25,8,6,63,1,3,59,75,1,5,7,7,13 +allench01,2000,1,MIN,AL,15,50,2,15,3,0,0,7,0,2,3,14,0,1,0,1,1 +allendu01,2000,1,SDN,NL,9,12,0,0,0,0,0,0,0,0,2,5,0,0,0,0,1 +allendu01,2000,2,DET,AL,18,16,5,7,2,0,2,2,0,0,2,7,0,0,0,0,0 +almanar01,2000,1,FLO,NL,67,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +almanca01,2000,1,SDN,NL,62,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,1 +alomaro01,2000,1,CLE,AL,155,610,111,189,40,2,19,89,39,4,64,82,4,6,11,6,19 +alomasa02,2000,1,CLE,AL,97,356,44,103,16,2,7,42,2,2,16,41,1,4,4,4,9 +aloumo01,2000,1,HOU,NL,126,454,82,161,28,2,30,114,3,3,52,45,4,2,0,9,21 +alvarcl01,2000,1,PHI,NL,2,5,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +alvarga01,2000,1,DET,AL,1,1,0,0,0,0,0,0,0,1,2,1,0,0,0,0,0 +alvarga01,2000,2,SDN,NL,11,13,1,2,1,0,0,0,0,0,1,1,0,0,0,0,0 +alvarju01,2000,1,ANA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +amarari01,2000,1,BAL,AL,30,60,10,13,1,1,0,6,6,2,7,8,0,0,0,0,6 +anderbr01,2000,1,BAL,AL,141,506,89,130,26,0,19,50,16,9,92,103,5,8,5,7,4 +anderbr02,2000,1,ARI,NL,37,69,4,13,3,0,0,4,0,0,1,10,0,0,9,2,1 +anderga01,2000,1,ANA,AL,159,647,92,185,40,3,35,117,7,6,24,87,5,0,1,9,21 +anderji02,2000,1,PIT,NL,27,50,5,7,1,0,0,1,0,0,0,11,0,0,4,0,0 +anderma01,2000,1,DET,AL,69,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +anderma02,2000,1,PHI,NL,41,162,10,37,8,1,1,15,2,2,12,22,0,0,0,0,5 +andrecl01,2000,1,TOR,AL,8,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +andresh01,2000,1,CHN,NL,66,192,25,44,5,0,14,39,1,1,27,59,1,2,0,1,9 +ankieri01,2000,1,SLN,NL,35,68,8,17,1,1,2,9,0,0,4,20,0,0,1,0,1 +appieke01,2000,1,OAK,AL,31,6,0,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +ardoida01,2000,1,MIN,AL,15,32,4,4,1,0,1,5,0,0,8,10,0,0,0,0,0 +ariasal01,2000,1,PHI,NL,70,155,17,29,9,0,2,15,1,0,16,28,2,3,3,3,1 +armasto02,2000,1,MON,NL,17,26,1,1,0,0,0,1,0,0,1,12,0,0,3,0,0 +arnolja01,2000,1,LAN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +arnolja01,2000,2,CHN,NL,12,9,0,1,1,0,0,0,0,0,0,3,0,1,0,0,0 +arrojro01,2000,1,COL,NL,19,28,2,3,1,0,0,3,0,0,1,13,0,0,3,0,0 +arrojro01,2000,2,BOS,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +arroybr01,2000,1,PIT,NL,21,21,2,3,2,0,0,0,0,0,0,10,0,0,2,0,0 +ashbyan01,2000,1,PHI,NL,16,28,0,5,0,0,0,5,0,0,2,10,0,0,5,0,0 +ashbyan01,2000,2,ATL,NL,16,33,2,4,0,0,0,1,0,0,0,12,0,0,4,0,1 +astacpe01,2000,1,COL,NL,32,82,2,8,0,0,0,6,0,0,1,25,0,0,1,0,1 +aurilri01,2000,1,SFN,NL,141,509,67,138,24,2,20,79,1,2,54,90,2,0,4,4,15 +ausmubr01,2000,1,DET,AL,150,523,75,139,25,3,7,51,11,5,69,79,0,6,4,2,19 +avenbr01,2000,1,PIT,NL,72,148,18,37,11,0,5,25,2,3,5,31,0,0,0,0,4 +avenbr01,2000,2,LAN,NL,9,20,2,5,0,0,2,4,0,0,3,8,0,0,0,0,0 +aybarma01,2000,1,COL,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +aybarma01,2000,2,CIN,NL,32,6,1,0,0,0,0,0,0,0,2,3,0,0,1,0,0 +aybarma01,2000,3,FLO,NL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bagweje01,2000,1,HOU,NL,159,590,152,183,37,1,47,132,9,6,107,116,11,15,0,7,19 +baineha01,2000,1,BAL,AL,72,222,24,59,8,0,10,30,0,0,29,39,6,0,0,1,6 +baineha01,2000,2,CHA,AL,24,61,2,13,5,0,1,9,0,0,7,11,1,0,0,0,0 +bakopa01,2000,1,HOU,NL,1,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +bakopa01,2000,2,FLO,NL,56,161,10,39,6,1,0,14,0,0,22,48,7,1,1,1,4 +bakopa01,2000,3,ATL,NL,24,58,8,11,4,0,2,6,0,0,5,15,3,0,0,0,2 +baldwja01,2000,1,CHA,AL,29,4,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +balejo01,2000,1,TOR,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barajro01,2000,1,ARI,NL,5,13,1,3,0,0,1,3,0,0,0,4,0,0,0,0,0 +barcelo01,2000,1,CHA,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barkegl01,2000,1,HOU,NL,84,67,18,15,2,1,2,6,9,6,7,23,0,1,2,0,0 +barkeke01,2000,1,MIL,NL,40,100,14,22,5,0,2,9,1,0,20,21,0,1,0,1,1 +barnejo01,2000,1,MIN,AL,11,37,5,13,4,0,0,2,0,1,2,6,0,2,0,0,3 +barremi01,2000,1,MON,NL,89,271,28,58,15,1,1,22,0,1,23,35,5,1,1,1,7 +barteki01,2000,1,CIN,NL,11,4,2,0,0,0,0,0,1,0,0,2,0,1,0,0,0 +batismi01,2000,1,MON,NL,4,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +batismi01,2000,2,KCA,AL,14,3,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +batisto01,2000,1,TOR,AL,154,620,96,163,32,2,41,114,5,4,35,121,1,6,0,3,15 +baughju01,2000,1,ANA,AL,16,22,4,5,2,0,0,0,3,0,1,2,0,0,0,0,0 +bautida01,2000,1,FLO,NL,44,89,9,17,4,0,4,12,1,0,5,20,0,0,0,0,1 +bautida01,2000,2,ARI,NL,87,262,45,83,16,7,7,47,5,2,20,30,4,3,4,5,10 +beckeri01,2000,1,OAK,AL,23,47,11,11,2,0,1,5,1,0,11,17,0,1,0,0,1 +beckeri01,2000,2,DET,AL,92,238,48,58,12,0,7,34,1,2,56,70,0,0,0,4,0 +beckro01,2000,1,BOS,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +beirnke01,2000,1,CHA,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +belchti01,2000,1,ANA,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +belinst01,2000,1,COL,NL,47,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +belinst01,2000,2,ATL,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +belitto01,2000,1,OAK,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bellda01,2000,1,SEA,AL,133,454,57,112,24,2,11,47,2,3,42,66,0,6,6,4,11 +bellde01,2000,1,NYN,NL,144,546,87,145,31,1,18,69,8,4,65,125,0,6,2,3,14 +belleal01,2000,1,BAL,AL,141,559,71,157,37,1,23,103,0,5,52,68,11,4,0,7,17 +bellhma01,2000,1,OAK,AL,9,13,2,2,0,0,0,0,0,0,2,6,0,0,0,0,0 +bellicl01,2000,1,NYA,AL,98,184,33,38,8,2,6,21,5,0,17,48,1,5,1,2,1 +belliro01,2000,1,MIL,NL,152,571,83,150,30,9,8,54,7,5,82,84,4,3,4,7,12 +bellja01,2000,1,ARI,NL,149,565,87,151,30,6,18,68,7,3,70,88,0,3,6,5,7 +bellmi02,2000,1,CIN,NL,19,27,5,6,0,0,2,4,0,0,4,7,0,0,0,0,0 +bellro01,2000,1,CIN,NL,26,45,1,3,1,0,0,0,0,0,1,27,0,0,3,0,1 +beltrad01,2000,1,LAN,NL,138,510,71,148,30,2,20,85,12,5,56,80,2,2,3,4,13 +beltrca01,2000,1,KCA,AL,98,372,49,92,15,4,7,44,13,0,35,69,2,0,2,4,12 +beltrri01,2000,1,COL,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +benarma01,2000,1,SFN,NL,149,560,102,147,27,6,12,55,22,7,63,97,0,6,2,2,4 +benesal01,2000,1,SLN,NL,30,4,0,2,1,0,0,0,0,0,0,1,0,0,0,0,0 +benesan01,2000,1,SLN,NL,30,50,1,4,0,0,1,1,0,0,4,19,0,0,6,0,3 +benitar01,2000,1,NYN,NL,76,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +benjami01,2000,1,PIT,NL,93,233,28,63,18,2,2,19,5,4,12,45,0,3,6,1,4 +bennega01,2000,1,PHI,NL,31,74,8,18,5,0,2,5,0,0,13,15,0,2,0,0,0 +bensokr01,2000,1,PIT,NL,32,65,3,6,2,0,0,1,0,0,4,29,0,1,9,0,0 +bereja01,2000,1,MIL,NL,20,39,3,8,0,1,0,2,0,0,0,17,0,0,1,0,1 +bereja01,2000,2,CLE,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bergda01,2000,1,FLO,NL,82,210,23,53,14,1,1,21,3,0,25,46,0,5,1,4,5 +bergepe01,2000,1,MON,NL,148,518,80,127,25,7,5,31,11,13,58,100,0,0,14,2,4 +bergmse01,2000,1,MIN,AL,15,2,0,1,1,0,0,0,0,0,0,1,0,0,0,0,0 +berkmla01,2000,1,HOU,NL,114,353,76,105,28,1,21,67,6,2,56,73,1,1,0,7,6 +bernead01,2000,1,DET,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +berroge01,2000,1,LAN,NL,24,31,2,8,0,1,0,5,0,0,4,8,1,0,0,0,2 +berryse01,2000,1,MIL,NL,32,46,1,7,2,0,1,2,0,1,4,13,0,0,0,0,1 +berryse01,2000,2,BOS,AL,1,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +bicheda01,2000,1,CIN,NL,125,461,67,136,27,2,16,76,5,2,41,69,3,4,1,7,18 +bicheda01,2000,2,BOS,AL,30,114,13,33,5,0,7,14,0,0,8,22,0,0,0,0,3 +biddlro01,2000,1,CHA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +biggicr01,2000,1,HOU,NL,101,377,67,101,13,5,8,35,12,2,61,73,3,16,7,5,10 +blairwi01,2000,1,DET,AL,47,3,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +blakeca01,2000,1,MIN,AL,7,16,1,3,2,0,0,1,0,0,3,7,0,1,0,1,1 +blanche01,2000,1,MIL,NL,93,284,29,67,24,0,7,31,0,3,36,60,6,0,0,4,9 +blankma01,2000,1,MON,NL,13,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +blumge01,2000,1,MON,NL,124,343,40,97,20,2,11,45,1,4,26,60,2,3,3,4,4 +bocachi01,2000,1,LAN,NL,8,10,2,3,0,0,0,0,0,0,0,2,0,0,0,0,0 +bochtdo01,2000,1,KCA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +boehrbr01,2000,1,SDN,NL,7,4,0,1,1,0,0,2,0,0,0,0,0,0,1,0,1 +bogarti01,2000,1,HOU,NL,110,304,32,63,9,2,7,33,1,1,35,56,7,3,5,4,15 +bohanbr01,2000,1,COL,NL,35,53,6,11,3,0,2,11,0,0,2,14,0,0,11,1,0 +bondsba01,2000,1,SFN,NL,143,480,129,147,28,4,49,106,11,3,117,77,22,3,0,7,6 +bonesri01,2000,1,FLO,NL,56,2,1,0,0,0,0,1,0,0,1,0,0,0,0,1,0 +bonilbo01,2000,1,ATL,NL,114,239,23,61,13,3,5,28,0,0,37,51,2,1,0,1,3 +booneaa01,2000,1,CIN,NL,84,291,44,83,18,0,12,43,6,1,24,52,1,10,2,4,5 +boonebr01,2000,1,SDN,NL,127,463,61,116,18,2,19,74,8,4,50,97,7,5,0,7,11 +borbope02,2000,1,TOR,AL,59,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bordimi01,2000,1,BAL,AL,100,391,70,116,22,1,16,59,6,5,34,71,0,1,2,5,12 +bordimi01,2000,2,NYN,NL,56,192,18,50,8,0,4,21,3,1,15,28,0,2,2,0,4 +borkoda01,2000,1,DET,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bottari01,2000,1,KCA,AL,62,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +botteke01,2000,1,ANA,AL,21,3,1,2,0,0,0,0,0,0,0,1,0,0,0,0,0 +botteke01,2000,2,PHI,NL,8,14,2,0,0,0,0,0,0,0,0,3,0,0,3,0,0 +boydja02,2000,1,PHI,NL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bradfch01,2000,1,CHA,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bradlmi01,2000,1,MON,NL,42,154,20,34,8,1,2,15,2,1,14,32,0,1,1,1,3 +braggda01,2000,1,COL,NL,71,149,16,33,7,1,3,21,4,1,17,41,1,0,0,3,3 +bransje01,2000,1,LAN,NL,18,17,3,4,1,0,0,0,0,0,1,6,0,0,0,0,1 +brantje01,2000,1,PHI,NL,55,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +branyru01,2000,1,CLE,AL,67,193,32,46,7,2,16,38,0,0,22,76,1,4,0,1,2 +breale01,2000,1,BAL,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brewija01,2000,1,CLE,AL,26,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +brocado01,2000,1,DET,AL,49,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brockch01,2000,1,PHI,NL,63,9,1,2,1,0,1,2,0,0,0,2,0,0,2,0,0 +brockta01,2000,1,CHN,NL,13,12,1,2,0,0,0,0,1,1,4,4,0,0,0,0,0 +brognri01,2000,1,PHI,NL,38,129,12,32,14,0,1,13,1,0,7,28,1,2,0,1,4 +brognri01,2000,2,BOS,AL,43,56,8,11,3,0,1,8,0,0,3,13,0,0,1,0,1 +brosisc01,2000,1,NYA,AL,135,470,57,108,20,0,16,64,0,3,45,73,1,2,0,2,17 +broweji01,2000,1,CLE,AL,17,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +brownad01,2000,1,PIT,NL,104,308,64,97,18,3,4,28,13,1,29,34,1,0,2,1,1 +brownbr01,2000,1,FLO,NL,41,73,4,14,6,0,2,6,1,0,3,33,0,0,0,0,1 +brownbr01,2000,2,CHN,NL,54,89,7,14,1,0,3,10,2,1,10,29,0,1,1,1,2 +brownde02,2000,1,KCA,AL,15,25,4,4,1,0,0,4,0,0,3,9,0,0,0,0,0 +brownem01,2000,1,PIT,NL,50,119,13,26,5,0,3,16,3,1,11,34,0,3,1,1,3 +brownke01,2000,1,LAN,NL,33,66,2,5,0,0,0,3,0,0,2,29,0,2,14,0,0 +brownke04,2000,1,MIL,NL,5,17,3,4,3,0,0,1,0,0,1,5,0,0,0,0,0 +brownma04,2000,1,PHI,NL,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +brownro01,2000,1,CHN,NL,45,91,11,32,8,0,3,14,0,1,4,22,0,1,0,2,0 +bruneju01,2000,1,SLN,NL,4,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +bruskji01,2000,1,MIL,NL,15,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +buchabr01,2000,1,MIN,AL,30,82,10,19,3,0,1,8,0,2,8,22,0,1,0,2,3 +buddimi01,2000,1,MIL,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +buehrma01,2000,1,CHA,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +buforda01,2000,1,CHN,NL,150,495,64,124,18,3,15,48,4,6,47,118,3,8,4,2,9 +buhneja01,2000,1,SEA,AL,112,364,50,92,20,0,26,82,0,2,59,98,3,4,1,2,10 +bulliki01,2000,1,PHI,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +burbada01,2000,1,CLE,AL,32,1,0,0,0,0,0,0,0,0,0,1,0,0,2,0,0 +burkejo03,2000,1,ATL,NL,31,42,2,6,1,0,0,3,0,0,3,15,0,0,6,0,0 +burkhmo01,2000,1,BOS,AL,25,73,16,21,3,0,4,18,0,0,17,25,1,4,0,1,1 +burksel01,2000,1,SFN,NL,122,393,74,135,21,5,24,96,5,1,56,49,5,1,0,8,10 +burneaj01,2000,1,FLO,NL,13,25,3,7,1,1,1,3,0,0,3,10,0,0,2,0,0 +burnije01,2000,1,MIL,NL,161,564,91,131,29,2,31,98,6,4,99,121,10,14,0,9,12 +burrepa01,2000,1,PHI,NL,111,408,57,106,27,1,18,79,0,0,63,139,2,1,0,2,5 +bushho01,2000,1,TOR,AL,76,297,38,64,8,0,1,18,9,4,18,60,0,5,4,1,10 +byrdati01,2000,1,KCA,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +byrdpa01,2000,1,PHI,NL,17,20,2,3,0,0,0,0,0,0,1,6,0,1,2,0,0 +byrneer01,2000,1,OAK,AL,10,10,5,3,0,0,0,0,2,1,0,1,0,1,0,0,0 +cabreal02,2000,1,ARI,NL,31,80,10,21,2,1,5,14,0,0,4,21,0,1,0,2,3 +cabrejo01,2000,1,HOU,NL,52,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +cabrejo02,2000,1,CLE,AL,100,175,27,44,3,1,2,15,6,4,8,15,0,2,1,1,1 +cabreor01,2000,1,MON,NL,125,422,47,100,25,1,13,55,4,4,25,28,3,1,3,3,12 +cairnca01,2000,1,CLE,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cairomi01,2000,1,TBA,AL,119,375,49,98,18,2,1,34,28,7,29,34,0,2,6,5,7 +camermi01,2000,1,SEA,AL,155,543,96,145,28,4,19,78,24,7,78,133,0,9,7,6,10 +caminke01,2000,1,HOU,NL,59,208,42,63,13,0,15,45,3,0,42,37,8,1,0,2,7 +cammaer01,2000,1,NYN,NL,8,1,0,1,0,1,0,1,0,0,0,0,0,0,0,0,0 +canizja01,2000,1,MIN,AL,102,346,43,93,21,1,7,40,4,2,24,57,0,1,0,0,8 +cansejo01,2000,1,TBA,AL,61,218,31,56,15,0,9,30,2,0,41,65,1,4,0,1,5 +cansejo01,2000,2,NYA,AL,37,111,16,27,3,0,6,19,0,0,23,37,1,0,0,3,2 +cardoja01,2000,1,DET,AL,26,40,1,7,1,0,1,2,0,0,0,9,0,1,0,1,1 +carlybu01,2000,1,SDN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +carpebu01,2000,1,COL,NL,15,27,4,6,0,0,3,5,0,0,4,13,0,0,0,0,0 +carpech01,2000,1,TOR,AL,34,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +carragi01,2000,1,COL,NL,8,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +carrahe01,2000,1,MIN,AL,61,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +carrahe01,2000,2,BOS,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +casanra01,2000,1,MIL,NL,86,231,20,57,13,3,6,36,1,2,26,48,1,4,2,2,5 +caseyse01,2000,1,CIN,NL,133,480,69,151,33,2,20,85,1,0,52,80,4,7,0,6,16 +casimca01,2000,1,BAL,AL,2,8,0,1,1,0,0,3,0,0,0,2,0,0,0,0,0 +castial01,2000,1,TOR,AL,66,185,14,39,7,0,1,16,0,0,21,36,0,0,2,3,3 +castifr01,2000,1,TOR,AL,25,7,0,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +castilu01,2000,1,FLO,NL,136,539,101,180,17,3,2,17,62,22,78,86,0,0,9,0,11 +castivi02,2000,1,TBA,AL,85,331,22,73,9,1,6,42,1,2,14,41,3,3,0,6,9 +castrju01,2000,1,CIN,NL,82,224,20,54,12,2,4,23,0,2,14,33,1,0,4,2,9 +castrra01,2000,1,FLO,NL,50,138,10,33,4,0,2,14,0,0,16,36,7,1,0,2,1 +catalfr01,2000,1,TEX,AL,103,282,55,82,13,2,10,42,6,2,33,36,0,6,3,2,5 +cedenro01,2000,1,HOU,NL,74,259,54,73,2,5,6,26,25,11,43,47,0,0,2,1,6 +charlfr01,2000,1,HOU,NL,4,7,1,3,1,0,0,2,0,0,0,2,0,0,0,0,0 +charlno01,2000,1,CIN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chaveer01,2000,1,OAK,AL,153,501,89,139,23,4,26,86,2,2,62,94,8,1,0,5,9 +chavera01,2000,1,HOU,NL,14,43,3,11,2,0,1,5,0,0,3,6,2,0,0,1,5 +chenbr01,2000,1,ATL,NL,22,5,0,0,0,0,0,0,0,0,0,3,0,0,2,0,0 +chenbr01,2000,2,PHI,NL,15,25,0,1,0,0,0,1,0,0,1,17,0,0,5,0,0 +choatra01,2000,1,NYA,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chouibo01,2000,1,COL,NL,31,3,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +chrisja01,2000,1,PIT,NL,44,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chrisja01,2000,2,SLN,NL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chrismc01,2000,1,CHA,AL,32,19,4,2,0,0,0,1,1,1,2,6,0,1,0,0,0 +chrisry01,2000,1,OAK,AL,121,129,31,32,2,2,4,18,1,2,19,33,0,1,4,0,1 +cirilje01,2000,1,COL,NL,157,598,111,195,53,2,11,115,3,4,67,72,4,6,1,12,19 +clapich01,2000,1,FLO,NL,34,49,12,15,4,1,1,7,0,0,5,7,0,0,1,0,1 +clarkbr02,2000,1,CIN,NL,11,11,1,3,1,0,0,2,0,0,0,2,0,0,0,0,0 +clarkma01,2000,1,TEX,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clarkto02,2000,1,DET,AL,60,208,32,57,14,0,13,37,0,0,24,51,2,0,0,0,10 +clarkwi02,2000,1,BAL,AL,79,256,49,77,15,1,9,28,4,2,47,45,3,4,0,3,4 +clarkwi02,2000,2,SLN,NL,51,171,29,59,15,1,12,42,1,0,22,24,0,3,0,1,3 +claytro01,2000,1,TEX,AL,148,513,70,124,21,5,14,54,11,7,42,92,1,3,12,3,21 +clemeed02,2000,1,ANA,AL,46,78,4,17,2,0,0,5,0,1,0,27,0,1,1,0,0 +clemema01,2000,1,SDN,NL,34,60,3,4,0,1,0,2,0,0,4,33,0,0,5,0,0 +clemero02,2000,1,NYA,AL,32,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +clontbr01,2000,1,PIT,NL,5,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0 +cocopa01,2000,1,TOR,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +coffiiv01,2000,1,BAL,AL,23,60,6,13,4,1,0,6,1,0,5,11,0,1,0,1,3 +coggida01,2000,1,PHI,NL,5,7,0,0,0,0,0,0,0,0,0,4,0,0,1,0,0 +colbrgr01,2000,1,ARI,NL,116,329,48,103,22,1,15,57,0,1,43,45,2,10,0,3,13 +collilo01,2000,1,MIL,NL,14,32,9,7,1,0,1,2,0,0,6,4,0,0,0,1,1 +colonba01,2000,1,CLE,AL,30,5,0,0,0,0,0,0,0,0,0,5,0,0,0,0,0 +coneda01,2000,1,NYA,AL,30,3,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +coninje01,2000,1,BAL,AL,119,409,53,116,20,2,13,46,4,3,36,53,1,2,0,4,14 +contija01,2000,1,ARI,NL,47,91,11,21,4,3,1,15,3,0,7,30,2,1,0,0,2 +cookde01,2000,1,NYN,NL,68,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +coomero01,2000,1,MIN,AL,140,544,64,147,29,1,16,82,2,0,36,50,2,4,0,5,25 +coopebr01,2000,1,ANA,AL,15,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +coquitr01,2000,1,MON,NL,34,59,6,12,4,0,1,8,0,0,7,19,0,0,0,1,2 +coraal01,2000,1,LAN,NL,109,353,39,84,18,6,4,32,4,1,26,53,4,7,6,2,6 +cordefr01,2000,1,TEX,AL,56,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cordewi01,2000,1,PIT,NL,89,348,46,98,24,3,16,51,1,2,25,58,1,4,0,1,11 +cordewi01,2000,2,CLE,AL,38,148,18,39,11,2,0,17,0,0,7,18,0,3,0,0,7 +cordofr01,2000,1,PIT,NL,18,35,0,4,0,0,0,3,0,0,2,15,0,0,0,0,1 +cordoma01,2000,1,TOR,AL,62,200,23,49,7,0,4,18,3,2,18,35,0,3,0,0,6 +cormirh01,2000,1,BOS,AL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cornere01,2000,1,FLO,NL,23,37,1,5,2,0,0,1,0,0,0,12,0,0,4,0,1 +counscr01,2000,1,ARI,NL,67,152,23,48,8,1,2,11,3,3,20,18,0,2,1,1,4 +coxst01,2000,1,TBA,AL,116,318,44,90,19,1,11,35,1,2,45,47,2,5,0,1,9 +crabtti01,2000,1,TEX,AL,68,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +crawfpa02,2000,1,BOS,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +credejo01,2000,1,CHA,AL,7,14,2,5,1,0,0,3,0,0,0,3,0,0,0,1,0 +creekdo01,2000,1,TBA,AL,45,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +crespfe01,2000,1,SFN,NL,89,131,17,38,6,1,4,29,3,2,10,23,2,4,2,3,3 +cressja01,2000,1,MIN,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cromedt01,2000,1,CIN,NL,35,47,7,16,4,0,2,8,0,0,1,14,1,1,1,1,0 +crometr01,2000,1,HOU,NL,9,8,2,1,0,0,0,0,0,0,1,1,0,0,1,0,0 +crousri01,2000,1,COL,NL,6,1,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0 +crousri01,2000,2,BOS,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cruzde01,2000,1,DET,AL,156,583,68,176,46,5,10,82,1,4,13,43,2,4,8,7,25 +cruziv01,2000,1,PIT,NL,8,11,0,1,0,0,0,0,0,0,0,8,0,0,0,0,1 +cruzja01,2000,1,CLE,AL,11,29,3,7,3,0,0,5,1,0,5,4,0,1,0,1,0 +cruzjo02,2000,1,TOR,AL,162,603,91,146,32,5,31,76,15,5,71,129,3,2,2,3,11 +cruzne01,2000,1,DET,AL,27,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cubilda01,2000,1,TOR,AL,7,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cubilda01,2000,2,TEX,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cummimi01,2000,1,MIN,AL,77,181,28,50,10,0,4,22,0,0,11,25,1,3,1,0,4 +cummimi01,2000,2,BOS,AL,21,25,1,7,0,0,0,2,0,0,6,3,0,0,0,0,1 +cunnawi01,2000,1,SDN,NL,27,7,0,1,1,0,0,0,0,0,0,3,0,0,0,0,0 +curtich01,2000,1,TEX,AL,108,335,48,91,25,1,8,48,3,3,37,71,0,1,5,3,12 +daalom01,2000,1,ARI,NL,20,27,2,7,1,0,1,4,0,0,1,3,0,0,3,0,1 +daalom01,2000,2,PHI,NL,12,18,1,5,2,0,0,2,0,0,3,5,0,0,2,0,0 +damicje01,2000,1,MIL,NL,23,44,2,4,1,0,1,2,0,0,3,19,0,0,6,1,3 +damicje02,2000,1,KCA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +damonjo01,2000,1,KCA,AL,159,655,136,214,42,10,16,88,46,9,65,60,4,1,8,12,7 +darenvi01,2000,1,FLO,NL,56,8,0,2,0,0,0,0,0,0,0,2,0,0,0,0,0 +darrmi02,2000,1,SDN,NL,58,205,21,55,14,4,1,30,9,1,23,45,1,0,0,0,9 +daubabr01,2000,1,BOS,AL,142,495,55,123,32,2,21,76,1,1,44,130,2,6,0,4,6 +daveyto01,2000,1,SDN,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +davisbe01,2000,1,SDN,NL,43,130,12,29,6,0,3,14,1,1,14,35,1,0,3,1,2 +davisdo02,2000,1,TEX,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +daviser01,2000,1,SLN,NL,92,254,38,77,14,0,6,40,1,1,36,60,0,1,0,2,7 +daviska01,2000,1,CLE,AL,5,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +daviska01,2000,2,MIL,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +davisru01,2000,1,SFN,NL,80,180,27,47,5,0,9,24,0,3,9,29,0,2,0,1,1 +dawkitr01,2000,1,CIN,NL,14,41,5,9,2,0,0,3,0,0,2,7,1,0,1,0,3 +dehaako01,2000,1,SDN,NL,90,103,19,21,7,0,2,13,4,2,5,39,0,0,1,1,2 +dejeami01,2000,1,COL,NL,54,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +delarto01,2000,1,MON,NL,32,66,7,19,3,1,2,9,2,1,7,11,0,1,3,0,2 +delgaca01,2000,1,TOR,AL,162,569,115,196,57,1,41,137,0,1,123,104,18,15,0,4,12 +delgawi01,2000,1,NYA,AL,31,45,6,11,1,0,1,4,1,0,5,9,0,0,0,1,1 +delgawi01,2000,2,KCA,AL,33,83,15,22,1,0,0,7,1,1,6,17,0,0,0,1,1 +delluda01,2000,1,ARI,NL,34,50,2,15,3,0,0,2,0,2,4,9,0,0,0,0,1 +delosva01,2000,1,MIL,NL,66,6,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +deltomi01,2000,1,SFN,NL,9,2,1,1,0,0,0,2,0,0,0,0,0,0,0,0,0 +dempsry01,2000,1,FLO,NL,33,77,3,6,2,0,0,2,0,0,1,29,0,0,4,0,0 +depause01,2000,1,CLE,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +derosma01,2000,1,ATL,NL,22,13,9,4,1,0,0,3,0,0,2,1,0,0,0,0,0 +deshide01,2000,1,BAL,AL,151,561,84,166,43,5,10,86,37,10,69,82,2,1,3,9,16 +desseel01,2000,1,CIN,NL,40,40,6,4,0,0,0,0,0,0,7,16,0,0,1,0,0 +dewitma01,2000,1,TOR,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +diazei01,2000,1,CLE,AL,75,250,29,68,14,2,4,25,4,2,11,29,0,8,6,0,7 +dicksja01,2000,1,ANA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +difelmi01,2000,1,TBA,AL,60,204,23,49,13,1,6,19,0,0,12,40,0,0,5,2,8 +dingmcr01,2000,1,NYA,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dipotje01,2000,1,COL,NL,17,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +disarga01,2000,1,ANA,AL,12,38,6,15,2,0,1,11,0,1,1,3,0,1,2,0,1 +donnech01,2000,1,LAN,NL,27,34,8,10,3,0,4,9,0,0,6,7,1,0,0,1,3 +doteloc01,2000,1,HOU,NL,50,32,1,1,0,0,0,0,0,0,1,16,0,0,7,0,0 +downssc01,2000,1,CHN,NL,18,26,2,2,0,0,0,1,0,0,2,10,0,0,4,0,0 +downssc01,2000,2,MON,NL,1,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dranske01,2000,1,TEX,AL,16,26,2,3,2,0,0,2,0,0,1,14,0,0,0,0,0 +dreifda01,2000,1,LAN,NL,32,68,5,11,3,0,3,8,0,0,1,25,0,1,1,0,0 +drewjd01,2000,1,SLN,NL,135,407,73,120,17,2,18,57,17,9,67,99,4,6,5,1,3 +drewti01,2000,1,CLE,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +duceyro01,2000,1,PHI,NL,70,106,16,20,3,1,6,20,1,0,20,36,0,0,0,0,0 +duceyro01,2000,2,TOR,AL,5,13,2,2,1,0,0,1,0,0,2,2,0,0,0,0,0 +duceyro01,2000,3,PHI,NL,42,46,8,10,1,0,0,5,0,0,9,11,1,0,0,2,1 +dunstsh01,2000,1,SLN,NL,98,216,28,54,11,2,12,43,3,1,6,47,0,3,4,2,11 +dunwoto01,2000,1,KCA,AL,61,178,12,37,9,0,1,23,3,0,8,42,0,1,2,6,4 +durazer01,2000,1,ARI,NL,67,196,35,52,11,0,8,33,1,0,34,43,2,1,0,2,3 +durbich01,2000,1,KCA,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +durhara01,2000,1,CHA,AL,151,614,121,172,35,9,17,75,25,13,75,105,0,7,5,8,13 +durritr01,2000,1,ANA,AL,4,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1 +duvalmi01,2000,1,TBA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dyeje01,2000,1,KCA,AL,157,601,107,193,41,2,33,118,0,1,69,99,6,3,0,6,12 +easleda01,2000,1,DET,AL,126,464,76,120,27,2,14,58,13,4,55,79,1,11,4,1,11 +eatonad01,2000,1,SDN,NL,23,38,6,11,2,0,0,4,2,0,6,10,0,1,0,0,1 +echevan01,2000,1,COL,NL,10,9,0,1,0,0,0,2,0,0,0,2,0,0,0,0,0 +echevan01,2000,2,MIL,NL,31,42,3,9,2,0,1,4,0,0,7,9,0,0,0,0,1 +edmonji01,2000,1,SLN,NL,152,525,129,155,25,0,42,108,10,3,103,167,3,6,1,8,5 +eilanda01,2000,1,TBA,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +einerda01,2000,1,NYA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +elartsc01,2000,1,HOU,NL,30,63,6,10,2,0,0,0,0,0,1,20,0,2,6,0,2 +eldreca01,2000,1,CHA,AL,20,4,3,1,0,0,0,0,0,0,2,1,0,0,0,0,0 +elsteke01,2000,1,LAN,NL,80,220,29,50,8,0,14,32,0,0,38,52,5,0,1,0,0 +embreal01,2000,1,SFN,NL,63,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +encarju01,2000,1,DET,AL,141,547,75,158,25,6,14,72,16,4,29,90,1,7,3,4,15 +endertr01,2000,1,TBA,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ensbemo01,2000,1,HOU,NL,4,7,0,2,0,0,0,0,0,0,0,1,0,0,0,0,0 +erdosto01,2000,1,NYA,AL,14,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +erdosto01,2000,2,SDN,NL,22,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ericksc01,2000,1,BAL,AL,17,5,2,2,1,0,0,1,0,0,0,0,0,0,0,0,0 +erstada01,2000,1,ANA,AL,157,676,121,240,39,6,25,100,28,8,64,82,9,1,2,4,8 +escobke01,2000,1,TOR,AL,43,7,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +estalbo02,2000,1,SFN,NL,106,299,45,70,22,3,14,53,3,0,57,92,9,2,0,3,4 +estessh01,2000,1,SFN,NL,32,68,4,14,4,0,1,10,0,0,2,28,0,0,11,0,2 +estraho01,2000,1,MIL,NL,7,7,1,1,0,0,0,0,0,0,0,2,0,0,1,0,0 +estrele01,2000,1,TOR,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +etherse01,2000,1,ANA,AL,11,2,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +eusebto01,2000,1,HOU,NL,74,218,24,61,18,0,7,33,0,0,25,45,2,4,0,2,8 +evansto01,2000,1,TEX,AL,23,54,10,15,4,0,0,5,0,3,10,13,0,1,1,1,1 +evereca01,2000,1,BOS,AL,137,496,82,149,32,4,34,108,11,4,52,113,5,8,0,5,4 +eyresc01,2000,1,CHA,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fabrejo01,2000,1,KCA,AL,43,142,13,40,4,0,3,17,1,0,8,11,1,0,2,0,1 +farnsky01,2000,1,CHN,NL,46,14,0,1,1,0,0,0,0,0,0,6,0,0,2,0,0 +fasansa01,2000,1,OAK,AL,52,126,21,27,6,0,7,19,0,0,14,47,0,3,0,1,3 +fasseje01,2000,1,BOS,AL,38,2,1,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +febleca01,2000,1,KCA,AL,100,339,59,87,12,1,2,29,17,6,36,48,1,10,13,1,10 +felizpe01,2000,1,SFN,NL,8,7,1,2,0,0,0,0,0,0,0,1,0,0,0,0,0 +fernaal01,2000,1,FLO,NL,9,17,1,2,1,0,0,3,0,0,3,10,0,0,0,0,2 +fernaos01,2000,1,CIN,NL,15,22,0,2,0,0,0,1,0,0,2,10,0,0,5,0,0 +fettemi01,2000,1,LAN,NL,51,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fickro01,2000,1,DET,AL,66,163,18,41,7,2,3,22,2,1,22,39,2,1,0,2,4 +figuene01,2000,1,ARI,NL,3,3,1,1,0,0,0,0,0,0,0,1,0,0,1,0,0 +finlech01,2000,1,CLE,AL,34,7,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +finlest01,2000,1,ARI,NL,152,539,100,151,27,5,35,96,12,6,65,87,7,8,2,9,9 +fioreto01,2000,1,TBA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +flahejo01,2000,1,TBA,AL,109,394,36,103,15,0,10,39,0,0,20,57,2,0,2,2,11 +fletcda01,2000,1,TOR,AL,122,416,43,133,19,1,20,58,1,0,20,45,3,5,0,4,8 +floribr01,2000,1,BOS,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +floydcl01,2000,1,FLO,NL,121,420,75,126,30,0,22,91,24,3,50,82,5,8,0,9,4 +fordbe01,2000,1,NYA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fordybr01,2000,1,CHA,AL,40,125,18,34,7,1,5,21,0,0,6,23,0,2,2,1,1 +fordybr01,2000,2,BAL,AL,53,177,23,57,11,0,9,28,0,0,11,27,0,2,0,4,3 +forstsc01,2000,1,MON,NL,42,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +foulkke01,2000,1,CHA,AL,72,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +foxan01,2000,1,ARI,NL,31,86,10,18,4,0,1,10,2,1,4,16,1,0,0,0,1 +foxan01,2000,2,FLO,NL,69,164,19,40,4,2,3,10,8,3,18,37,3,3,0,0,1 +francjo01,2000,1,NYN,NL,62,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +francma01,2000,1,NYN,NL,101,134,9,32,4,0,2,14,0,0,21,22,3,0,1,1,3 +frankwa01,2000,1,HOU,NL,25,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +frascjo01,2000,1,TOR,AL,60,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +friasha01,2000,1,ARI,NL,75,112,18,23,5,0,2,6,2,2,17,18,0,0,0,0,3 +fryeje01,2000,1,BOS,AL,69,239,35,69,13,0,1,13,1,3,28,38,0,1,4,1,5 +fryeje01,2000,2,COL,NL,37,87,14,31,6,0,0,3,4,0,8,16,0,1,1,1,3 +frymatr01,2000,1,CLE,AL,155,574,93,184,38,4,22,106,1,1,73,111,2,1,0,10,15 +fullmbr01,2000,1,TOR,AL,133,482,76,142,29,1,32,104,3,1,30,68,3,6,0,6,14 +fultzaa01,2000,1,SFN,NL,58,6,0,2,0,0,0,0,0,0,0,1,0,0,1,0,2 +furcara01,2000,1,ATL,NL,131,455,87,134,20,4,4,37,40,14,73,80,0,3,9,2,2 +fussech01,2000,1,KCA,AL,20,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +fyhrimi01,2000,1,ANA,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gaettga01,2000,1,BOS,AL,5,10,0,0,0,0,0,1,0,0,0,3,0,0,0,1,0 +gagneer01,2000,1,LAN,NL,20,28,1,4,0,0,0,0,0,0,0,5,0,0,6,0,0 +galaran01,2000,1,ATL,NL,141,494,67,149,25,1,28,100,3,5,36,126,5,17,0,1,15 +gantro01,2000,1,PHI,NL,89,343,54,87,16,2,20,38,5,4,36,73,1,1,1,3,7 +gantro01,2000,2,ANA,AL,34,82,15,19,3,1,6,16,1,2,20,18,0,0,0,1,0 +garceri01,2000,1,BOS,AL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +garcifr02,2000,1,SEA,AL,21,3,0,2,0,0,0,0,0,0,0,0,0,0,3,0,0 +garcije01,2000,1,BAL,AL,14,17,2,1,0,0,0,0,0,0,2,2,0,0,0,0,0 +garcika01,2000,1,DET,AL,8,17,1,3,0,0,0,0,0,0,0,4,0,0,0,0,1 +garcika01,2000,2,BAL,AL,8,16,0,0,0,0,0,0,0,0,0,6,0,0,0,0,0 +garcimi03,2000,1,PIT,NL,13,3,1,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +garcino01,2000,1,BOS,AL,140,529,104,197,51,3,21,96,5,2,61,50,20,2,0,7,8 +gardnma01,2000,1,SFN,NL,30,43,1,5,0,0,0,0,0,0,0,22,0,0,7,0,0 +garibda01,2000,1,CHN,NL,30,15,1,2,0,0,0,1,0,0,0,6,0,0,4,0,0 +garlajo01,2000,1,CHA,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +giambja01,2000,1,OAK,AL,152,510,108,170,29,1,43,137,2,0,137,96,6,9,0,8,9 +giambje01,2000,1,OAK,AL,104,260,42,66,10,2,10,50,0,0,32,61,2,3,3,4,7 +gilbe01,2000,1,ANA,AL,110,301,28,72,14,1,6,23,10,6,30,59,0,5,5,2,7 +gilbesh01,2000,1,LAN,NL,15,20,5,3,1,0,1,3,0,0,2,7,0,0,1,0,0 +gilesbr02,2000,1,PIT,NL,156,559,111,176,37,7,35,123,6,0,114,69,13,7,0,8,15 +gilkebe01,2000,1,ARI,NL,38,73,6,8,1,0,2,6,0,0,7,16,2,0,0,1,3 +gilkebe01,2000,2,BOS,AL,36,91,11,21,5,1,1,9,0,0,10,12,0,3,0,0,5 +ginteke01,2000,1,HOU,NL,5,8,3,2,0,0,1,3,0,0,1,3,0,0,0,1,0 +gintema01,2000,1,CHA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gipsoch01,2000,1,SEA,AL,59,29,7,9,1,1,0,3,2,3,4,9,0,0,0,0,0 +girarjo01,2000,1,CHN,NL,106,363,47,101,15,1,6,40,1,0,32,61,3,3,6,3,12 +glanvdo01,2000,1,PHI,NL,154,637,89,175,27,6,8,52,31,8,31,76,1,2,12,7,11 +glaubke01,2000,1,CIN,NL,4,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +glaustr01,2000,1,ANA,AL,159,563,120,160,37,1,47,102,14,11,112,163,6,2,0,1,14 +glavito02,2000,1,ATL,NL,37,68,5,10,1,0,0,2,0,0,7,20,0,0,14,0,0 +gloadro01,2000,1,CHN,NL,18,31,4,6,0,1,1,3,0,0,3,10,0,0,0,1,1 +glynnry01,2000,1,TEX,AL,16,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +gomeswa01,2000,1,PHI,NL,65,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gomezch02,2000,1,SDN,NL,33,54,4,12,0,0,0,3,0,0,7,5,0,0,1,1,1 +gonzaal01,2000,1,TOR,AL,141,527,68,133,31,2,15,69,4,4,43,113,0,4,16,1,14 +gonzaal02,2000,1,FLO,NL,109,385,35,77,17,4,7,42,7,1,13,77,0,2,5,2,7 +gonzaju03,2000,1,DET,AL,115,461,69,133,30,2,22,67,1,2,32,84,3,2,0,1,13 +gonzalu01,2000,1,ARI,NL,162,618,106,192,47,2,31,114,2,4,78,85,6,12,2,12,12 +gonzara01,2000,1,CHN,NL,3,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +gonzawi01,2000,1,SDN,NL,95,284,25,66,15,1,5,30,1,2,30,31,4,3,1,1,5 +goodedw01,2000,1,HOU,NL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +goodedw01,2000,2,TBA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +goodedw01,2000,3,NYA,AL,18,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +goodwto01,2000,1,COL,NL,91,317,65,86,8,8,5,47,39,7,50,76,2,1,5,4,3 +goodwto01,2000,2,LAN,NL,56,211,29,53,3,1,1,11,16,3,18,41,0,0,0,0,4 +gracema01,2000,1,CHN,NL,143,510,75,143,41,1,11,82,1,2,95,28,11,6,2,8,7 +graffto01,2000,1,TBA,AL,13,20,8,6,1,0,0,1,0,0,1,2,0,1,0,0,1 +graffto01,2000,2,CHA,AL,57,148,25,40,5,1,2,16,7,4,21,25,0,1,1,1,1 +graveda01,2000,1,CIN,NL,66,2,1,1,0,0,1,1,0,0,1,0,0,0,0,0,0 +grebecr01,2000,1,TOR,AL,66,241,38,71,19,0,3,23,0,0,25,33,0,2,1,1,7 +greench02,2000,1,TOR,AL,3,9,0,1,0,0,0,0,0,0,0,5,0,0,0,0,0 +greenja01,2000,1,HOU,NL,14,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +greensc01,2000,1,TEX,AL,79,124,21,29,1,1,0,9,10,6,10,26,0,0,5,0,3 +greensh01,2000,1,LAN,NL,162,610,98,164,44,4,24,99,24,5,90,121,9,8,0,6,18 +greento02,2000,1,TOR,AL,34,85,11,20,2,0,5,10,0,0,5,18,0,0,0,0,4 +greenwi01,2000,1,CHN,NL,105,299,34,60,15,2,10,37,4,0,36,69,2,2,0,2,5 +greerru01,2000,1,TEX,AL,105,394,65,117,34,3,8,65,4,1,51,61,1,3,0,5,14 +grievbe01,2000,1,OAK,AL,158,594,92,166,40,1,27,104,3,0,73,130,2,3,0,5,32 +griffke02,2000,1,CIN,NL,145,520,100,141,22,3,40,118,6,4,94,117,17,9,0,8,7 +grillja01,2000,1,FLO,NL,1,2,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0 +grimsja01,2000,1,NYA,AL,63,1,0,0,0,0,0,0,0,0,2,1,0,0,0,0,0 +grissma02,2000,1,MIL,NL,146,595,67,145,18,2,14,62,20,10,39,99,2,0,2,4,9 +groombu01,2000,1,BAL,AL,70,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grosski01,2000,1,HOU,NL,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grudzma01,2000,1,LAN,NL,148,617,101,172,35,6,7,49,12,3,45,81,0,9,2,3,16 +guarded01,2000,1,MIN,AL,70,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guerrvl01,2000,1,MON,NL,154,571,101,197,28,11,44,123,9,10,58,74,23,8,0,4,15 +guerrwi01,2000,1,MON,NL,127,288,30,77,7,2,2,23,8,1,19,41,0,0,6,1,6 +guillca01,2000,1,SEA,AL,90,288,45,74,15,2,7,42,1,3,28,53,0,2,7,3,6 +guilljo01,2000,1,TBA,AL,105,316,40,80,16,5,10,41,3,1,18,65,1,13,2,0,6 +guilloz01,2000,1,TBA,AL,63,107,22,26,4,0,2,12,1,0,6,7,0,0,1,0,1 +gundeer01,2000,1,TOR,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guthrma01,2000,1,CHN,NL,19,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +guthrma01,2000,2,TBA,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guthrma01,2000,3,TOR,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gutieri01,2000,1,CHN,NL,125,449,73,124,19,2,11,56,8,2,66,58,0,7,16,4,10 +guzmacr01,2000,1,MIN,AL,156,631,89,156,25,20,8,54,28,10,46,101,1,2,7,4,5 +guzmado01,2000,1,SDN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guzmage01,2000,1,ARI,NL,13,19,0,0,0,0,0,0,0,0,0,13,0,0,3,0,0 +guzmaju01,2000,1,TBA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gwynnto01,2000,1,SDN,NL,36,127,17,41,12,0,1,17,0,1,9,4,2,1,0,3,4 +hackmlu01,2000,1,SLN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hairsje02,2000,1,BAL,AL,49,180,27,46,5,0,5,19,8,5,21,22,0,6,5,0,8 +halamjo01,2000,1,SEA,AL,30,2,0,1,0,0,0,0,0,0,0,1,0,0,1,0,0 +hallaro01,2000,1,TOR,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hallto02,2000,1,TBA,AL,4,12,1,2,0,0,1,1,0,0,1,0,0,0,0,0,0 +haltesh01,2000,1,DET,AL,105,238,26,62,12,2,3,27,5,2,14,49,0,1,10,2,5 +hamilda02,2000,1,NYN,NL,43,105,20,29,4,1,1,6,2,0,14,20,0,0,0,1,0 +hamiljo02,2000,1,TOR,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hammoje01,2000,1,COL,NL,122,454,94,152,24,2,20,106,14,7,44,83,4,5,2,6,11 +hamptmi01,2000,1,NYN,NL,35,73,7,20,0,0,0,8,0,1,5,20,0,0,4,2,0 +haneych01,2000,1,CLE,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hanseda01,2000,1,LAN,NL,102,121,18,35,6,2,8,26,0,1,26,32,0,0,0,0,3 +harnipe01,2000,1,CIN,NL,24,43,4,8,2,0,1,8,0,0,0,14,0,0,6,0,1 +harpetr01,2000,1,TBA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +harrile01,2000,1,ARI,NL,36,85,9,16,1,1,1,13,5,0,3,5,1,0,0,3,3 +harrile01,2000,2,NYN,NL,76,138,22,42,6,3,3,13,8,1,17,17,1,0,2,0,4 +hasegsh01,2000,1,ANA,AL,66,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +haselbi01,2000,1,TEX,AL,62,193,23,53,18,0,6,26,0,1,15,36,0,1,0,1,1 +hattesc01,2000,1,BOS,AL,92,230,21,61,15,0,8,36,0,1,38,39,3,0,1,2,8 +hawkila01,2000,1,MIN,AL,66,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +hayesch01,2000,1,MIL,NL,121,370,46,93,17,0,9,46,1,1,57,84,4,1,0,6,11 +hayneji01,2000,1,MIL,NL,33,64,3,8,4,0,0,4,0,0,1,30,0,0,5,0,0 +helliri01,2000,1,TEX,AL,35,5,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +helmswe01,2000,1,ATL,NL,6,5,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +heltoto01,2000,1,COL,NL,160,580,138,216,59,2,42,147,5,3,103,61,22,4,0,10,12 +henderi01,2000,1,NYN,NL,31,96,17,21,1,0,0,2,5,2,25,20,1,2,0,1,2 +henderi01,2000,2,SEA,AL,92,324,58,77,13,2,4,30,31,9,63,55,0,2,3,3,9 +henrydo01,2000,1,HOU,NL,45,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +henrydo01,2000,2,SFN,NL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hentgpa01,2000,1,SLN,NL,33,60,4,8,0,0,0,0,0,0,4,17,0,0,8,0,1 +heredfe01,2000,1,CHN,NL,74,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +heredgi01,2000,1,OAK,AL,32,2,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0 +hergema01,2000,1,LAN,NL,59,13,0,1,0,0,0,0,0,0,0,8,0,0,1,0,0 +hermach01,2000,1,PIT,NL,33,108,12,20,4,1,2,8,0,0,6,37,0,0,2,1,3 +hermadu01,2000,1,MON,NL,38,55,1,8,2,0,0,1,0,0,2,21,0,0,8,0,0 +hernaal01,2000,1,PIT,NL,20,60,4,12,3,0,1,5,1,1,0,13,0,0,0,0,0 +hernaca01,2000,1,SDN,NL,58,191,16,48,11,0,2,25,1,3,16,26,1,3,0,2,4 +hernaca01,2000,2,SLN,NL,17,51,7,14,4,0,1,10,1,0,5,9,0,1,0,1,0 +hernaca02,2000,1,SEA,AL,2,1,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0 +hernajo01,2000,1,MIL,NL,124,446,51,109,22,1,11,59,3,7,41,125,3,6,0,3,12 +hernali01,2000,1,SFN,NL,34,89,6,21,3,0,1,9,0,0,1,14,0,0,9,0,4 +hernaor01,2000,1,NYA,AL,29,9,0,0,0,0,0,0,0,0,0,7,0,0,1,0,0 +hernara02,2000,1,OAK,AL,143,419,52,101,19,0,14,62,1,0,38,64,1,7,10,5,14 +hernaro01,2000,1,TBA,AL,68,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hershor01,2000,1,LAN,NL,10,7,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +hidalri01,2000,1,HOU,NL,153,558,118,175,42,3,44,122,13,6,56,110,3,21,0,9,13 +higgibo02,2000,1,DET,AL,154,597,104,179,44,4,30,102,15,3,74,99,6,2,2,3,5 +hiljuer01,2000,1,DET,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hillgl01,2000,1,CHN,NL,64,168,23,44,4,1,11,29,0,1,10,43,2,0,0,0,5 +hillgl01,2000,2,NYA,AL,40,132,22,44,5,0,16,29,0,0,9,33,0,1,0,1,1 +hillke01,2000,1,ANA,AL,16,3,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0 +hillke01,2000,2,CHA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hinchaj01,2000,1,OAK,AL,6,8,1,2,0,0,0,0,0,0,1,1,0,0,0,0,0 +hinchbr01,2000,1,ANA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hitchst01,2000,1,SDN,NL,11,22,0,0,0,0,0,1,0,0,0,12,0,0,1,0,1 +hockide01,2000,1,MIN,AL,134,373,52,111,24,4,4,47,7,5,48,77,1,0,7,5,2 +hodgeke01,2000,1,SEA,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hoffmtr01,2000,1,SDN,NL,70,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +holbera01,2000,1,KCA,AL,3,4,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +hollato01,2000,1,LAN,NL,81,261,42,61,12,0,8,24,11,4,30,61,2,1,0,1,4 +hollato01,2000,2,COL,NL,56,167,39,54,8,0,11,23,7,3,11,38,1,0,0,0,4 +holmeda01,2000,1,ARI,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +holmeda01,2000,2,SLN,NL,5,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +holmeda01,2000,3,BAL,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +holmeda01,2000,4,ARI,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +holtch01,2000,1,HOU,NL,34,60,3,6,1,0,0,3,0,0,4,33,0,1,5,0,0 +holtzmi01,2000,1,ANA,AL,61,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +holzema01,2000,1,PHI,NL,25,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +housecr01,2000,1,COL,NL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +houstty01,2000,1,MIL,NL,101,284,30,71,15,0,18,43,2,1,17,72,3,0,4,0,13 +howarth01,2000,1,SLN,NL,86,133,13,28,4,1,6,28,1,0,7,34,0,1,0,0,3 +howrybo01,2000,1,CHA,AL,65,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hubbami01,2000,1,ATL,NL,2,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +hubbatr01,2000,1,ATL,NL,61,81,15,15,2,1,1,6,2,1,11,20,0,1,3,0,1 +hubbatr01,2000,2,BAL,AL,31,27,3,5,0,1,0,0,2,1,0,3,0,0,0,0,2 +hudsoti01,2000,1,OAK,AL,33,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +huffau01,2000,1,TBA,AL,39,122,12,35,7,0,4,14,0,0,5,18,1,1,0,1,6 +hundlto01,2000,1,LAN,NL,90,299,49,85,16,0,24,70,0,1,45,69,6,2,1,6,5 +huntebr01,2000,1,ATL,NL,2,2,1,1,0,0,1,1,0,0,0,0,0,0,0,0,0 +huntebr01,2000,2,PHI,NL,85,138,13,29,5,0,7,22,0,1,20,39,1,0,0,0,2 +huntebr02,2000,1,COL,NL,72,200,36,55,4,1,1,13,15,3,21,31,0,1,4,0,2 +huntebr02,2000,2,CIN,NL,32,40,11,9,1,0,0,1,5,0,6,9,0,0,1,1,0 +hunteto01,2000,1,MIN,AL,99,336,44,94,14,7,5,44,4,3,18,68,2,2,0,2,13 +huskebu01,2000,1,MIN,AL,64,215,22,48,13,0,5,27,0,2,25,49,1,2,0,3,5 +huskebu01,2000,2,COL,NL,45,92,18,32,8,0,4,18,1,1,16,14,1,0,0,3,5 +husonje01,2000,1,CHN,NL,70,130,19,28,7,1,0,11,2,1,13,9,1,0,1,0,6 +hyzduad01,2000,1,PIT,NL,12,18,2,7,2,0,1,4,0,0,0,4,0,0,0,0,0 +ibanera01,2000,1,SEA,AL,92,140,21,32,8,0,2,15,2,0,14,25,1,1,0,1,1 +irabuhi01,2000,1,MON,NL,11,16,1,2,0,0,0,1,0,0,0,7,0,0,2,0,1 +isrinja01,2000,1,OAK,AL,66,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jacksda04,2000,1,SDN,NL,138,470,68,120,27,6,6,37,28,6,62,108,2,3,4,2,7 +jacquto01,2000,1,PHI,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jahajo01,2000,1,OAK,AL,33,97,14,17,1,0,1,5,1,0,33,38,0,3,0,0,4 +jamesmi01,2000,1,SLN,NL,52,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jarvike01,2000,1,COL,NL,25,34,4,3,1,0,0,0,0,0,2,11,0,1,3,0,0 +javiest01,2000,1,SEA,AL,105,342,61,94,18,5,5,40,4,3,42,64,2,0,4,4,7 +jeffegr01,2000,1,DET,AL,41,142,18,39,8,0,2,14,0,2,16,10,1,0,0,2,7 +jenkige01,2000,1,MIL,NL,135,512,100,155,36,4,34,94,11,1,33,135,6,15,0,4,9 +jensema01,2000,1,MIN,AL,52,139,16,29,7,1,3,14,0,1,24,36,0,0,1,0,3 +jeterde01,2000,1,NYA,AL,148,593,119,201,31,4,15,73,22,4,68,99,4,12,3,3,14 +jimenjo01,2000,1,COL,NL,72,4,0,2,0,0,0,1,0,0,0,2,0,0,1,0,0 +johnsbr01,2000,1,KCA,AL,37,125,9,26,6,0,4,18,0,0,4,28,0,0,1,2,4 +johnsch04,2000,1,BAL,AL,84,286,52,84,16,0,21,55,2,0,32,69,0,0,1,1,8 +johnsch04,2000,2,CHA,AL,44,135,24,44,8,0,10,36,0,0,20,37,0,1,0,2,0 +johnsja02,2000,1,BAL,AL,25,3,0,0,0,0,0,0,0,0,0,2,0,0,2,0,0 +johnsjo07,2000,1,SFN,NL,47,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +johnsjo08,2000,1,TEX,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnske04,2000,1,ANA,AL,6,4,2,2,0,0,0,0,0,0,2,0,0,0,1,0,0 +johnsla03,2000,1,NYA,AL,18,30,6,9,1,0,0,2,2,0,0,7,0,0,0,0,1 +johnsma01,2000,1,NYN,NL,21,22,2,4,0,0,1,6,0,0,5,9,0,0,0,0,1 +johnsma02,2000,1,CHA,AL,75,213,29,48,11,0,3,23,3,2,27,40,0,1,10,0,3 +johnsma03,2000,1,DET,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnsmi02,2000,1,MON,NL,41,22,1,4,0,0,0,3,0,0,1,8,0,0,3,0,1 +johnsra05,2000,1,ARI,NL,35,83,4,13,2,0,0,8,0,0,3,35,0,1,5,0,1 +johnsru01,2000,1,HOU,NL,26,45,4,8,0,0,0,3,1,1,2,10,0,0,1,0,3 +johnsru01,2000,2,TBA,AL,74,185,28,47,8,0,2,17,4,1,25,30,0,1,3,1,4 +jonesan01,2000,1,ATL,NL,161,656,122,199,36,6,36,104,21,6,59,100,0,9,0,5,12 +jonesbo03,2000,1,NYN,NL,27,44,4,2,0,0,0,0,0,0,3,21,0,1,7,0,0 +jonesbo04,2000,1,NYN,NL,11,2,0,1,0,0,0,0,0,0,1,1,0,0,1,0,0 +jonesch05,2000,1,MIL,NL,12,16,3,3,2,0,0,1,0,0,1,4,0,0,0,0,0 +jonesch06,2000,1,ATL,NL,156,579,118,180,38,1,36,111,14,7,95,64,10,2,0,10,14 +jonesdo01,2000,1,OAK,AL,54,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jonesja04,2000,1,MIN,AL,154,523,66,149,26,5,19,76,7,5,26,111,4,0,1,0,17 +jonesma02,2000,1,OAK,AL,1,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +joneste02,2000,1,MON,NL,108,168,30,42,8,2,0,13,7,2,10,32,1,0,3,0,3 +jonesto02,2000,1,DET,AL,67,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jordabr01,2000,1,ATL,NL,133,489,71,129,26,0,17,77,10,2,38,80,1,5,0,5,12 +jordake01,2000,1,PHI,NL,109,337,30,74,16,2,5,36,0,1,17,41,0,1,0,3,11 +josefe01,2000,1,NYA,AL,20,29,4,7,0,0,1,5,0,1,2,9,0,0,0,1,1 +joynewa01,2000,1,ATL,NL,119,224,24,63,12,0,5,32,0,0,31,31,3,1,0,4,2 +juddmi01,2000,1,LAN,NL,1,1,1,1,0,0,0,0,0,0,0,0,0,0,1,0,0 +justida01,2000,1,CLE,AL,68,249,46,66,14,1,21,58,1,1,38,49,2,0,0,1,7 +justida01,2000,2,NYA,AL,78,275,43,84,17,0,20,60,1,0,39,42,1,1,0,2,6 +kamiesc01,2000,1,CLE,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kamiesc01,2000,2,ATL,NL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kaplega01,2000,1,TEX,AL,116,444,59,134,32,1,14,66,8,4,42,57,2,0,2,3,12 +karchma01,2000,1,CHN,NL,13,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0 +karlsc01,2000,1,COL,NL,17,14,3,4,0,0,0,0,0,1,1,5,0,1,2,0,0 +karlsc01,2000,2,ANA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +karroer01,2000,1,LAN,NL,155,584,84,146,29,0,31,106,4,3,63,122,2,4,0,12,18 +karsast01,2000,1,CLE,AL,72,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +keislra01,2000,1,NYA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kellyke01,2000,1,TBA,AL,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kellyro01,2000,1,NYA,AL,10,25,4,3,1,0,1,1,0,0,1,6,0,1,0,0,0 +kendaja01,2000,1,PIT,NL,152,579,112,185,33,6,14,58,22,12,79,79,3,15,1,4,13 +kennead01,2000,1,ANA,AL,156,598,82,159,33,11,9,72,22,8,28,73,5,3,8,4,10 +kentje01,2000,1,SFN,NL,159,587,114,196,41,7,33,125,12,9,90,107,6,9,0,9,17 +kidama01,2000,1,DET,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kiescbr01,2000,1,CIN,NL,14,12,0,0,0,0,0,0,0,0,1,5,0,0,0,0,0 +kileda01,2000,1,SLN,NL,34,73,5,9,1,0,0,3,0,0,10,38,0,0,8,0,0 +kimby01,2000,1,ARI,NL,61,3,0,0,0,0,0,0,0,0,1,2,0,0,0,0,0 +kingra01,2000,1,MIL,NL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kingsge01,2000,1,BAL,AL,26,88,13,21,2,1,0,9,1,2,2,14,0,0,0,1,4 +kinkami01,2000,1,NYN,NL,2,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +kinkami01,2000,2,BAL,AL,3,7,0,3,1,0,0,1,0,0,0,0,0,1,0,0,0 +kinnema01,2000,1,MIN,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +klassda01,2000,1,ARI,NL,29,76,13,18,3,0,2,8,1,1,8,24,0,1,2,0,0 +kleskry01,2000,1,SDN,NL,145,494,88,140,33,2,26,92,23,7,91,81,9,1,0,4,10 +klinest02,2000,1,MON,NL,83,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +knoblch01,2000,1,NYA,AL,102,400,75,113,22,2,5,26,15,7,46,45,0,8,1,2,6 +knorrra01,2000,1,TEX,AL,15,34,5,10,2,0,2,2,0,0,0,3,0,0,3,0,0 +kochbi01,2000,1,TOR,AL,68,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +kohlmry01,2000,1,BAL,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kolbbr01,2000,1,SDN,NL,11,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kolbda01,2000,1,TEX,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +konerpa01,2000,1,CHA,AL,143,524,84,156,31,1,21,97,1,0,47,72,0,10,0,5,22 +koskico01,2000,1,MIN,AL,146,474,79,142,32,4,9,65,5,4,77,104,7,4,1,3,11 +kotsama01,2000,1,FLO,NL,152,530,87,158,31,5,12,57,19,9,42,46,2,0,2,4,17 +kreutch01,2000,1,LAN,NL,80,212,32,56,13,0,6,28,1,0,54,48,0,2,2,1,6 +lambda01,2000,1,NYN,NL,7,5,1,1,0,0,0,0,0,0,1,1,0,0,0,0,0 +lambmi01,2000,1,TEX,AL,138,493,65,137,25,2,6,47,0,2,34,60,6,4,5,2,10 +lampkto01,2000,1,SEA,AL,36,103,15,26,6,1,7,23,0,0,9,17,1,3,0,2,7 +lankfra01,2000,1,SLN,NL,128,392,73,99,16,3,26,65,5,6,70,148,1,4,0,6,6 +lansimi01,2000,1,COL,NL,90,365,62,94,14,6,11,47,8,2,31,49,1,0,3,1,13 +lansimi01,2000,2,BOS,AL,49,139,10,27,4,0,0,13,0,0,7,26,1,0,0,2,7 +larayo01,2000,1,MON,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +larkian01,2000,1,CIN,NL,3,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +larkian01,2000,2,KCA,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +larkiba01,2000,1,CIN,NL,102,396,71,124,26,5,11,41,14,6,48,31,0,1,2,0,10 +larocgr01,2000,1,SDN,NL,13,27,1,6,2,0,0,2,0,0,1,4,0,0,2,0,1 +larueja01,2000,1,CIN,NL,31,98,12,23,3,0,5,12,0,0,5,19,2,4,0,0,1 +lawtoma02,2000,1,MIN,AL,156,561,84,171,44,2,13,88,23,7,91,63,8,7,0,5,10 +laxtobr01,2000,1,KCA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lecroma01,2000,1,MIN,AL,56,167,18,29,10,0,5,17,0,0,17,38,2,2,1,3,6 +ledeeri01,2000,1,NYA,AL,62,191,23,46,11,1,7,31,7,3,26,39,2,1,0,2,7 +ledeeri01,2000,2,CLE,AL,17,63,13,14,2,1,2,8,0,0,8,9,0,0,0,0,3 +ledeeri01,2000,3,TEX,AL,58,213,23,50,6,3,4,38,6,3,25,50,2,1,0,1,7 +ledesaa01,2000,1,COL,NL,32,40,4,9,2,0,0,3,0,0,2,9,0,1,0,0,1 +leeca01,2000,1,CHA,AL,152,572,107,172,29,2,24,92,13,4,38,94,1,3,1,5,17 +leeda01,2000,1,COL,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leede02,2000,1,FLO,NL,158,477,70,134,18,3,28,70,0,3,63,123,6,4,0,2,14 +leesa01,2000,1,BOS,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leetr01,2000,1,ARI,NL,72,224,34,52,13,0,8,40,5,1,25,46,1,0,0,1,6 +leetr01,2000,2,PHI,NL,56,180,19,43,11,1,1,14,3,0,40,33,0,2,0,1,6 +leiteal01,2000,1,NYN,NL,31,58,1,3,0,0,0,0,0,0,4,33,0,0,9,0,1 +leshebr01,2000,1,SEA,AL,5,5,1,4,1,1,0,3,1,0,1,0,0,0,0,0,0 +leskacu01,2000,1,MIL,NL,73,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +levinal01,2000,1,ANA,AL,51,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +levraal01,2000,1,MIL,NL,5,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +lewisda01,2000,1,BOS,AL,97,270,44,65,12,0,2,17,10,5,22,34,0,3,8,0,2 +lewisma01,2000,1,CIN,NL,11,19,1,2,1,0,0,3,0,0,1,3,0,0,0,0,1 +lewisma01,2000,2,BAL,AL,71,163,19,44,17,0,2,21,7,2,12,31,0,1,1,1,5 +leyriji01,2000,1,NYA,AL,24,55,2,12,0,0,1,4,0,0,7,14,0,1,0,0,2 +leyriji01,2000,2,LAN,NL,41,60,3,12,1,0,1,8,0,0,7,12,0,1,0,0,2 +lidleco01,2000,1,TBA,AL,31,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +liebejo01,2000,1,CHN,NL,36,82,3,18,4,0,0,4,0,0,2,28,0,0,10,0,0 +liebemi01,2000,1,PHI,NL,108,389,55,108,30,0,15,71,2,0,40,53,3,6,0,3,12 +liefeje01,2000,1,CHA,AL,5,11,0,2,0,0,0,0,0,0,0,4,0,0,0,0,0 +ligteke01,2000,1,ATL,NL,59,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lillyte01,2000,1,NYA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +limajo01,2000,1,HOU,NL,33,60,6,10,2,0,0,2,0,0,1,17,0,0,8,0,1 +lincomi01,2000,1,MIN,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lindsro01,2000,1,DET,AL,11,3,6,1,1,0,0,0,2,1,0,1,0,1,1,0,0 +linebsc01,2000,1,SFN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +linebsc01,2000,2,HOU,NL,8,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +liniaco01,2000,1,CHN,NL,3,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +lirafe01,2000,1,MON,NL,54,19,3,4,0,0,2,3,0,0,0,13,0,0,1,1,0 +loaizes01,2000,1,TEX,AL,20,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +loaizes01,2000,2,TOR,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lockhke01,2000,1,ATL,NL,113,275,32,73,12,3,2,32,4,1,29,31,7,0,5,4,10 +loducpa01,2000,1,LAN,NL,34,65,6,16,2,0,2,8,0,2,6,8,0,0,2,2,2 +loftoke01,2000,1,CLE,AL,137,543,107,151,23,5,15,73,30,7,79,72,3,4,6,8,11 +loiseri01,2000,1,PIT,NL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lombage01,2000,1,ATL,NL,27,39,8,4,0,0,0,2,4,0,1,14,0,1,0,0,2 +longte01,2000,1,OAK,AL,138,584,104,168,34,4,18,80,5,0,43,77,1,1,0,3,18 +loopebr01,2000,1,FLO,NL,73,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +lopezal02,2000,1,TBA,AL,45,6,0,0,0,0,0,0,0,0,0,5,0,0,1,0,0 +lopezja01,2000,1,ATL,NL,134,481,60,138,21,1,24,89,0,0,35,80,3,4,0,5,20 +lopezlu02,2000,1,MIL,NL,78,201,24,53,14,0,6,27,1,2,9,35,1,5,8,2,2 +lopezme01,2000,1,FLO,NL,4,3,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +lopezro01,2000,1,SDN,NL,6,9,1,1,0,0,0,0,0,0,0,4,0,0,0,0,0 +loretma01,2000,1,MIL,NL,91,352,49,99,21,1,7,40,0,3,37,38,2,1,8,1,9 +lorraan01,2000,1,CHN,NL,8,8,2,1,0,0,0,0,0,0,1,4,0,0,2,0,0 +lorraan01,2000,2,CLE,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lowede01,2000,1,BOS,AL,74,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +lowelmi01,2000,1,FLO,NL,140,508,73,137,38,0,22,91,4,0,54,75,4,9,0,11,4 +lowerte01,2000,1,SFN,NL,24,34,13,15,4,0,1,5,1,0,7,8,0,1,0,0,1 +lowese01,2000,1,CHA,AL,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +luebbla01,2000,1,CIN,NL,14,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0 +lugoju01,2000,1,HOU,NL,116,420,78,119,22,5,10,40,22,9,37,93,0,4,3,1,9 +lunarfe01,2000,1,ATL,NL,22,54,5,10,1,0,0,5,0,2,3,15,1,3,0,0,2 +lunarfe01,2000,2,BAL,AL,9,16,0,2,0,0,0,1,0,0,0,4,0,1,0,0,0 +luuloke01,2000,1,ANA,AL,6,18,3,6,0,0,0,0,0,0,1,1,0,0,0,0,0 +mabryjo01,2000,1,SEA,AL,48,103,18,25,5,0,1,7,0,1,10,31,0,2,0,0,1 +mabryjo01,2000,2,SDN,NL,48,123,17,28,8,0,7,25,0,0,5,38,0,0,0,1,3 +macharo01,2000,1,SEA,AL,8,14,2,3,0,0,1,1,0,0,1,4,0,0,0,0,0 +maciajo01,2000,1,DET,AL,73,173,25,44,3,5,2,24,2,0,18,24,0,1,4,0,3 +maddugr01,2000,1,ATL,NL,35,80,2,15,2,1,0,5,0,1,2,19,0,1,7,0,1 +maddumi01,2000,1,HOU,NL,21,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +madurca01,2000,1,BAL,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +magadda01,2000,1,SDN,NL,95,132,13,36,7,0,2,21,0,0,32,23,1,0,0,2,4 +mageewe01,2000,1,DET,AL,91,186,31,51,4,2,7,31,1,0,10,28,0,0,0,1,7 +magnami01,2000,1,OAK,AL,55,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mahayro01,2000,1,OAK,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mahayro01,2000,2,FLO,NL,18,4,0,2,1,0,0,0,0,0,0,1,0,0,0,0,0 +mahompa01,2000,1,NYN,NL,53,17,1,4,1,0,0,1,0,0,1,5,0,0,2,0,0 +mahonmi02,2000,1,CHN,NL,4,7,1,2,1,0,0,1,0,0,1,0,0,1,0,0,0 +maireos01,2000,1,CHN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mannji01,2000,1,NYN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mantema01,2000,1,ARI,NL,47,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mantoje01,2000,1,COL,NL,7,5,2,4,2,0,1,4,0,0,2,0,0,0,0,0,0 +manzajo01,2000,1,PIT,NL,43,3,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +marquja01,2000,1,ATL,NL,15,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +marreel01,2000,1,SLN,NL,53,102,21,23,3,1,5,17,5,0,9,16,0,3,0,2,3 +martial03,2000,1,SDN,NL,93,346,62,106,13,6,11,27,6,8,28,54,5,2,0,2,2 +martial03,2000,2,SEA,AL,42,134,19,31,2,4,4,9,4,1,8,31,0,2,0,1,1 +martida01,2000,1,TBA,AL,29,104,12,27,4,2,1,12,1,4,10,17,1,0,1,2,1 +martida01,2000,2,CHN,NL,18,54,5,10,1,1,0,1,1,0,2,8,0,0,0,0,0 +martida01,2000,3,TEX,AL,38,119,14,32,4,1,2,12,2,1,14,20,2,1,0,0,8 +martida01,2000,4,TOR,AL,47,180,29,56,10,1,2,22,4,2,24,28,0,1,0,1,3 +martied01,2000,1,SEA,AL,153,556,100,180,31,0,37,145,3,0,96,95,8,5,0,8,13 +martife01,2000,1,TBA,AL,106,299,42,64,11,4,2,17,9,3,32,68,0,8,12,2,4 +martipe02,2000,1,BOS,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +martira02,2000,1,BOS,AL,27,5,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +martira03,2000,1,SFN,NL,88,189,30,57,13,2,6,25,3,2,15,22,1,1,4,1,6 +martisa01,2000,1,FLO,NL,10,18,1,4,2,0,0,0,0,0,0,8,0,0,0,0,0 +martiti02,2000,1,NYA,AL,155,569,69,147,37,4,16,91,4,1,52,74,9,8,0,3,16 +martito02,2000,1,CLE,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +martiwi01,2000,1,CLE,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +masaoon01,2000,1,LAN,NL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mateoru01,2000,1,TEX,AL,52,206,32,60,11,0,7,19,6,0,10,34,1,5,1,0,5 +mathemi01,2000,1,SLN,NL,128,417,43,109,22,1,6,47,0,0,32,96,8,4,7,4,11 +mathetj01,2000,1,OAK,AL,50,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +matoslu01,2000,1,BAL,AL,72,182,21,41,6,3,1,17,13,4,12,30,0,3,2,2,7 +matthga02,2000,1,CHN,NL,80,158,24,30,1,2,4,14,3,0,15,28,1,1,1,0,2 +matthmi01,2000,1,SLN,NL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +maureda01,2000,1,SDN,NL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +maxweja01,2000,1,MIN,AL,64,111,14,27,6,0,1,11,2,1,9,32,0,1,0,3,2 +maynebr01,2000,1,COL,NL,117,335,36,101,21,0,6,64,1,3,47,48,13,1,4,8,12 +maysjo01,2000,1,MIN,AL,31,5,1,2,1,0,0,0,0,0,0,2,0,0,1,0,0 +mccarda01,2000,1,KCA,AL,103,270,34,75,14,2,12,53,0,0,22,68,1,0,0,3,6 +mccraqu01,2000,1,TBA,AL,15,31,5,4,0,0,0,2,0,1,6,4,0,0,0,0,3 +mcdilal01,2000,1,DET,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcdonja02,2000,1,TEX,AL,38,94,15,22,5,0,3,13,4,4,17,25,0,1,2,0,2 +mcdonjo03,2000,1,CLE,AL,9,9,0,4,0,0,0,0,0,0,0,1,0,0,0,0,0 +mcdonke01,2000,1,SLN,NL,6,7,3,3,0,0,3,5,0,0,2,1,0,0,0,0,0 +mcelrch01,2000,1,BAL,AL,43,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcewijo01,2000,1,NYN,NL,87,153,20,34,14,1,2,19,3,1,5,29,0,1,8,2,2 +mcglike01,2000,1,ATL,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcgrifr01,2000,1,TBA,AL,158,566,82,157,18,0,27,106,2,0,91,120,10,0,0,7,16 +mcguiry01,2000,1,NYN,NL,1,2,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1 +mcgwima01,2000,1,SLN,NL,89,236,60,72,8,0,32,73,1,0,76,78,12,7,0,2,5 +mcknito01,2000,1,HOU,NL,6,13,1,0,0,0,0,0,0,0,0,6,0,0,1,0,0 +mclemma01,2000,1,SEA,AL,138,481,72,118,23,1,3,46,30,14,81,78,2,1,11,4,12 +mcmicgr01,2000,1,ATL,NL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcmilbi01,2000,1,DET,AL,46,123,20,37,7,1,4,24,1,0,19,19,0,1,2,4,2 +meachru01,2000,1,HOU,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +meadobr01,2000,1,SDN,NL,22,40,2,6,0,0,0,2,0,0,0,17,0,0,4,0,1 +meadobr01,2000,2,KCA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mearepa01,2000,1,PIT,NL,132,462,55,111,22,2,13,47,1,0,36,91,6,8,5,3,13 +mechegi01,2000,1,SEA,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mecirji01,2000,1,TBA,AL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mecirji01,2000,2,OAK,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +melhuad01,2000,1,LAN,NL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +melhuad01,2000,2,COL,NL,23,23,3,4,0,1,0,4,0,0,3,5,0,0,0,0,1 +meloju01,2000,1,SFN,NL,11,13,0,1,0,0,0,1,0,0,0,5,0,0,0,0,0 +melusmi01,2000,1,HOU,NL,117,337,47,101,21,0,14,69,1,0,55,74,10,4,1,3,7 +mendoca01,2000,1,COL,NL,13,10,0,1,0,0,0,0,0,1,1,4,0,0,0,0,0 +mendora01,2000,1,NYA,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +menecfr01,2000,1,OAK,AL,66,145,31,37,9,1,6,26,1,4,20,45,0,1,1,2,1 +mercahe01,2000,1,CIN,NL,12,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +mercejo02,2000,1,BAL,AL,36,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +merckke01,2000,1,ANA,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +merlolo01,2000,1,BOS,AL,40,128,10,41,11,2,0,18,1,0,4,22,1,1,4,2,8 +mesajo01,2000,1,SEA,AL,66,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +metcami01,2000,1,LAN,NL,4,12,0,1,0,0,0,0,0,0,1,2,0,0,0,0,0 +meyerch02,2000,1,CHN,NL,36,52,8,9,2,0,0,5,1,0,3,11,0,1,0,1,0 +micelda01,2000,1,FLO,NL,45,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mientdo01,2000,1,MIN,AL,3,14,0,6,0,0,0,4,0,0,0,0,0,0,0,1,1 +mieskma01,2000,1,HOU,NL,62,81,7,14,1,2,1,5,0,0,7,17,0,1,0,0,2 +mieskma01,2000,2,ARI,NL,11,8,3,2,0,0,1,2,0,0,1,1,0,0,0,1,0 +millake01,2000,1,FLO,NL,123,259,36,67,14,3,14,42,0,0,36,47,0,8,0,2,5 +milleda02,2000,1,ARI,NL,100,324,43,89,24,0,10,44,2,2,36,74,4,1,1,2,6 +milletr01,2000,1,MIN,AL,67,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +milletr02,2000,1,PHI,NL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +milletr02,2000,2,LAN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +millewa04,2000,1,HOU,NL,16,40,1,4,1,0,0,3,0,0,0,16,0,0,1,0,1 +millsal01,2000,1,LAN,NL,18,3,0,0,0,0,0,1,0,0,1,2,0,0,0,0,0 +millsal01,2000,2,BAL,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +millwke01,2000,1,ATL,NL,36,59,1,7,2,0,0,2,0,0,2,30,0,0,14,0,3 +miltoer01,2000,1,MIN,AL,33,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +minorda01,2000,1,SFN,NL,10,9,3,4,0,0,3,6,0,0,2,1,0,0,0,0,0 +minorry01,2000,1,BAL,AL,32,84,4,11,1,0,0,3,0,0,3,20,0,1,0,0,0 +mirabdo01,2000,1,SFN,NL,82,230,23,53,10,2,6,28,1,0,36,57,2,2,3,2,6 +mlickda01,2000,1,DET,AL,24,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +moehlbr01,2000,1,DET,AL,29,4,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +moellch01,2000,1,MIN,AL,48,128,13,27,3,1,1,9,1,0,9,33,0,0,1,1,4 +mohlemi01,2000,1,SLN,NL,22,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +mohlemi01,2000,2,CLE,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +molinbe01,2000,1,ANA,AL,130,473,59,133,20,2,14,71,1,0,23,33,0,6,4,7,17 +molinga01,2000,1,BAL,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +molinga01,2000,2,ATL,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mondera01,2000,1,TOR,AL,96,388,78,105,22,2,24,67,22,6,32,73,0,3,0,3,8 +montgst01,2000,1,SDN,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mooretr01,2000,1,MON,NL,8,8,0,1,0,0,0,0,0,0,1,2,0,0,2,0,0 +moragda01,2000,1,MON,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +moragda01,2000,2,COL,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +moralwi01,2000,1,BAL,AL,3,11,1,3,1,0,0,0,0,0,0,3,0,0,0,0,0 +morame01,2000,1,NYN,NL,79,215,35,56,13,2,6,30,7,3,18,48,3,2,2,5,3 +morame01,2000,2,BAL,AL,53,199,25,58,9,3,2,17,5,8,17,32,0,4,2,0,2 +moranmi01,2000,1,PHI,NL,91,302,31,76,13,3,0,22,5,2,29,54,1,4,5,1,11 +moranmi01,2000,2,TOR,AL,35,107,10,29,2,1,0,7,1,0,7,23,0,0,2,0,2 +mordemi01,2000,1,MON,NL,86,169,20,48,16,0,4,16,2,2,12,34,0,1,1,0,1 +morgami01,2000,1,ARI,NL,60,16,0,7,0,0,0,1,0,0,0,5,0,0,1,0,0 +morriha02,2000,1,CIN,NL,59,63,9,14,2,1,2,6,0,0,12,10,3,1,1,1,3 +morriha02,2000,2,DET,AL,40,106,15,33,7,0,1,8,0,0,19,16,1,0,1,0,3 +morriji02,2000,1,TBA,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +morrima01,2000,1,SLN,NL,32,3,0,1,0,0,0,0,0,0,0,1,0,0,3,0,0 +morriwa02,2000,1,PIT,NL,144,528,68,137,31,2,3,43,7,10,65,78,3,2,8,3,7 +motada01,2000,1,MIN,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +motagu01,2000,1,MON,NL,29,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mottoch01,2000,1,TOR,AL,3,9,1,2,0,0,0,2,0,0,0,4,0,1,0,0,0 +moutoja01,2000,1,MIL,NL,87,159,28,37,7,1,2,17,13,4,30,43,0,3,4,1,5 +moutoly01,2000,1,MIL,NL,42,97,14,27,7,1,2,16,1,0,10,29,0,1,0,1,2 +moyerja01,2000,1,SEA,AL,26,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +muellbi02,2000,1,SFN,NL,153,560,97,150,29,4,10,55,4,2,52,62,0,6,7,6,16 +muldema01,2000,1,OAK,AL,27,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,1 +mulhote01,2000,1,ATL,NL,54,36,3,9,3,0,0,4,0,0,0,16,0,0,9,0,0 +mullesc01,2000,1,KCA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +munozmi01,2000,1,TEX,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +munrope01,2000,1,TOR,AL,9,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +munsoer01,2000,1,DET,AL,3,5,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0 +murraca01,2000,1,SFN,NL,108,194,35,47,12,1,2,22,9,3,29,33,0,3,2,1,0 +murrada02,2000,1,KCA,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mussimi01,2000,1,BAL,AL,34,6,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +myersgr01,2000,1,BAL,AL,43,125,9,28,6,0,3,12,0,0,8,29,0,0,1,0,7 +myersmi01,2000,1,COL,NL,78,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +myersro01,2000,1,SDN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +myettaa01,2000,1,CHA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nadyxa01,2000,1,SDN,NL,1,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +nagych01,2000,1,CLE,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nathajo01,2000,1,SFN,NL,20,32,3,5,2,0,2,3,0,0,1,9,0,0,4,1,1 +natiojo01,2000,1,CHN,NL,2,4,0,2,0,0,0,0,0,0,0,1,0,0,0,0,0 +navarja01,2000,1,MIL,NL,5,5,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +navarja01,2000,2,CLE,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +neaglde01,2000,1,CIN,NL,19,37,1,7,2,0,0,3,0,0,2,9,0,0,7,0,0 +neaglde01,2000,2,NYA,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nelsoje01,2000,1,NYA,AL,73,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nenro01,2000,1,SFN,NL,68,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nevinph01,2000,1,SDN,NL,143,538,87,163,34,1,31,107,2,0,59,121,9,4,0,4,17 +newhada01,2000,1,SDN,NL,14,20,5,3,1,0,1,2,0,0,6,7,1,0,0,0,0 +newhada01,2000,2,PHI,NL,10,17,3,3,0,0,0,0,0,0,2,6,0,0,0,0,2 +newmaal02,2000,1,CLE,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nichoke01,2000,1,SDN,NL,37,97,7,21,6,1,1,8,1,0,4,31,0,1,3,0,2 +nichtch01,2000,1,CLE,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nickldo01,2000,1,PHI,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nievejo01,2000,1,CHN,NL,82,198,17,42,6,3,5,24,1,1,11,43,1,0,2,2,8 +nitkocj01,2000,1,DET,AL,67,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nixontr01,2000,1,BOS,AL,123,427,66,118,27,8,12,60,8,1,63,85,2,2,5,5,11 +nomohi01,2000,1,DET,AL,32,6,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +nortogr01,2000,1,CHA,AL,71,201,25,49,6,1,6,28,1,0,26,47,0,2,0,2,2 +nortoph01,2000,1,CHN,NL,2,3,1,2,0,0,0,0,0,0,0,0,0,0,1,0,0 +nunezab01,2000,1,PIT,NL,40,91,10,20,1,0,1,8,0,0,8,14,1,0,0,0,3 +nunezvl01,2000,1,FLO,NL,17,17,2,2,0,0,1,3,0,0,0,5,0,0,4,0,0 +nunnajo01,2000,1,NYN,NL,48,74,16,14,5,1,2,6,3,1,17,26,0,0,0,1,1 +nunnata01,2000,1,MON,NL,18,5,2,1,0,0,0,1,0,0,6,2,1,0,0,1,0 +obriech01,2000,1,MON,NL,9,19,1,4,1,0,1,2,0,0,2,7,1,0,0,0,0 +ochoaal01,2000,1,CIN,NL,118,244,50,77,21,3,13,58,9,4,24,27,3,3,0,4,7 +oconnbr01,2000,1,PIT,NL,6,2,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +offerjo01,2000,1,BOS,AL,116,451,73,115,14,3,9,41,0,8,70,70,0,1,2,3,9 +ohkato01,2000,1,BOS,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ohmanwi01,2000,1,CHN,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ojedaau01,2000,1,CHN,NL,28,77,10,17,3,1,2,8,0,1,10,9,1,0,1,1,1 +oleartr01,2000,1,BOS,AL,138,513,68,134,30,4,13,70,0,2,44,76,2,2,0,4,12 +olerujo01,2000,1,SEA,AL,159,565,84,161,45,0,14,103,0,2,102,96,11,4,2,10,17 +olivaom01,2000,1,OAK,AL,21,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +oliveda02,2000,1,TEX,AL,21,2,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0 +olivejo01,2000,1,SEA,AL,69,200,33,53,13,1,10,35,2,1,14,38,1,0,5,0,6 +olsongr01,2000,1,LAN,NL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +oneilpa01,2000,1,NYA,AL,142,566,79,160,26,0,18,100,14,9,51,90,2,0,0,11,17 +ontivst02,2000,1,BOS,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ordazlu01,2000,1,KCA,AL,65,104,17,23,2,0,0,11,4,2,5,10,0,1,4,3,6 +ordonma01,2000,1,CHA,AL,153,588,102,185,34,3,32,126,18,4,60,64,3,2,0,15,28 +ordonre01,2000,1,NYN,NL,45,133,10,25,5,0,0,9,0,0,17,16,2,0,4,1,4 +oroscje01,2000,1,SLN,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ortizda01,2000,1,MIN,AL,130,415,59,117,36,1,10,63,1,0,57,81,2,0,0,6,13 +ortizhe01,2000,1,KCA,AL,26,88,15,34,6,0,0,5,0,0,8,8,1,1,2,0,0 +ortizjo02,2000,1,OAK,AL,7,11,4,2,0,0,0,1,0,0,2,3,0,0,0,0,0 +ortizra01,2000,1,ANA,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ortizru01,2000,1,SFN,NL,33,61,7,12,2,0,0,5,0,0,8,16,0,0,6,0,2 +osikke01,2000,1,PIT,NL,46,123,11,36,6,1,4,22,3,0,14,11,0,5,1,0,2 +osunaan01,2000,1,LAN,NL,46,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1 +owenser01,2000,1,SDN,NL,145,583,87,171,19,7,6,51,29,14,45,63,4,4,0,4,16 +ozunapa01,2000,1,FLO,NL,14,24,2,8,1,0,0,0,1,0,0,2,0,0,2,0,0 +padilvi01,2000,1,ARI,NL,27,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +padilvi01,2000,2,PHI,NL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +paintla01,2000,1,TOR,AL,42,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +palacvi01,2000,1,SDN,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +palmede01,2000,1,DET,AL,145,524,73,134,22,2,29,102,4,2,66,146,2,4,0,10,9 +palmeor01,2000,1,ANA,AL,108,243,38,73,20,2,0,25,4,1,38,20,0,2,10,3,4 +palmera01,2000,1,TEX,AL,158,565,102,163,29,3,39,120,2,1,103,77,17,3,0,7,14 +paniajo01,2000,1,SEA,AL,69,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +paquecr01,2000,1,SLN,NL,134,384,47,94,24,2,15,61,4,3,27,83,1,2,1,6,5 +parkch01,2000,1,LAN,NL,34,70,6,15,4,0,2,6,0,0,2,16,0,0,6,0,0 +parquji01,2000,1,CHA,AL,33,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +parrajo01,2000,1,PIT,NL,6,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0 +parrijo01,2000,1,BAL,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +parrist01,2000,1,CIN,NL,35,55,4,7,2,0,0,4,0,1,2,19,0,0,4,1,0 +patteco01,2000,1,CHN,NL,11,42,9,7,1,0,2,2,1,1,3,14,0,1,1,0,0 +patteda04,2000,1,DET,AL,58,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pauljo01,2000,1,CHA,AL,36,71,15,20,3,2,1,8,1,0,5,17,0,1,2,0,3 +pavanca01,2000,1,MON,NL,15,35,2,5,1,0,0,0,0,0,0,16,0,0,3,0,0 +paytoja01,2000,1,NYN,NL,149,488,63,142,23,1,17,62,5,11,30,60,0,3,0,8,9 +penael01,2000,1,COL,NL,10,9,1,3,1,0,0,1,1,0,1,1,0,0,0,0,2 +penaje01,2000,1,CHA,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +penaje01,2000,2,BOS,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pennybr01,2000,1,FLO,NL,24,45,2,5,0,0,0,2,0,0,0,17,0,0,1,0,0 +percitr01,2000,1,ANA,AL,54,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +perezca01,2000,1,LAN,NL,32,43,0,2,1,1,0,3,0,0,0,15,0,0,7,0,1 +perezed01,2000,1,SLN,NL,35,91,9,27,4,0,3,10,1,0,5,19,0,3,2,1,2 +perezed02,2000,1,ATL,NL,7,22,0,4,1,0,0,3,0,0,0,2,0,0,0,0,0 +perezne01,2000,1,COL,NL,162,651,92,187,39,11,10,71,3,6,30,63,6,0,7,11,9 +perezsa01,2000,1,MIL,NL,24,52,8,9,2,0,0,2,4,0,8,9,2,1,1,1,1 +perezti01,2000,1,NYN,NL,24,49,11,14,4,1,1,3,1,1,3,5,0,1,0,1,0 +perezto03,2000,1,PHI,NL,45,140,17,31,7,1,1,13,1,1,11,30,2,0,1,0,3 +perezyo01,2000,1,HOU,NL,33,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +perisma01,2000,1,TEX,AL,34,4,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +perrych01,2000,1,CLE,AL,13,14,1,1,0,0,0,0,0,0,0,5,0,0,0,0,1 +perryhe01,2000,1,TBA,AL,7,28,2,6,1,0,0,1,0,0,2,7,0,0,0,0,0 +perryhe01,2000,2,CHA,AL,109,383,69,118,29,1,12,61,4,1,22,68,1,9,2,4,13 +persoro01,2000,1,PHI,NL,28,53,1,7,3,0,0,2,0,0,3,29,0,0,8,1,0 +peterch01,2000,1,PIT,NL,18,6,1,1,0,0,0,1,0,0,0,1,0,0,0,0,0 +petkoma01,2000,1,ANA,AL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +petribe01,2000,1,COL,NL,52,146,32,47,10,1,3,20,1,2,20,33,2,2,1,4,1 +pettian01,2000,1,NYA,AL,32,5,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +phelpjo01,2000,1,TOR,AL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +piattad01,2000,1,OAK,AL,60,157,24,47,5,5,5,23,0,1,23,44,0,1,1,0,1 +piazzmi01,2000,1,NYN,NL,136,482,90,156,26,0,38,113,4,2,58,69,10,3,0,2,15 +pichahi01,2000,1,BOS,AL,38,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +pierrju01,2000,1,COL,NL,51,200,26,62,2,0,0,20,7,6,13,15,0,1,4,1,2 +pierzaj01,2000,1,MIN,AL,33,88,12,27,5,1,2,11,1,0,5,14,0,2,0,1,1 +pineijo01,2000,1,SEA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +plesada01,2000,1,ARI,NL,62,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +polanpl01,2000,1,SLN,NL,118,323,50,102,12,3,5,39,4,4,16,26,0,1,7,3,8 +politcl01,2000,1,PHI,NL,12,15,1,2,1,0,0,2,0,0,1,4,0,0,2,1,0 +polonlu01,2000,1,DET,AL,80,267,37,73,10,5,6,25,8,5,22,25,1,1,3,5,2 +polonlu01,2000,2,NYA,AL,37,77,11,22,4,0,1,5,4,2,7,7,0,0,0,1,2 +ponsosi01,2000,1,BAL,AL,32,1,0,0,0,0,0,0,0,0,0,1,0,0,2,0,0 +pooleji02,2000,1,DET,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pooleji02,2000,2,MON,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +portebo03,2000,1,OAK,AL,17,13,3,2,0,0,1,2,0,0,2,5,0,0,0,0,0 +posadjo01,2000,1,NYA,AL,151,505,92,145,35,1,28,86,2,2,107,151,10,8,0,4,11 +posesc01,2000,1,KCA,AL,47,48,6,9,0,0,0,1,0,1,6,13,0,0,0,0,1 +potelo01,2000,1,ANA,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +powelbr01,2000,1,HOU,NL,9,9,2,2,1,0,0,0,0,0,1,4,0,0,0,0,0 +powelja04,2000,1,HOU,NL,30,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +powelje01,2000,1,MON,NL,11,5,1,3,1,0,0,1,0,0,0,1,0,0,0,0,0 +prattto02,2000,1,NYN,NL,80,160,33,44,6,0,8,25,0,0,22,31,1,5,2,1,5 +pridecu01,2000,1,BOS,AL,9,20,4,5,1,0,0,0,0,0,1,7,0,0,0,0,0 +prietar01,2000,1,OAK,AL,8,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +princto01,2000,1,PHI,NL,46,122,14,29,9,0,2,16,1,0,13,31,0,2,3,0,6 +pritcch01,2000,1,PHI,NL,5,11,0,1,0,0,0,0,0,0,1,3,0,0,0,0,1 +prokolu01,2000,1,LAN,NL,6,5,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +pulsibi01,2000,1,NYN,NL,2,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +quantpa01,2000,1,TOR,AL,68,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +queveru01,2000,1,CHN,NL,21,30,1,4,0,0,0,1,0,0,0,10,0,0,1,0,1 +quinnma01,2000,1,KCA,AL,135,500,76,147,33,2,20,78,5,2,35,91,1,3,3,3,11 +radinsc01,2000,1,SLN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +radkebr01,2000,1,MIN,AL,34,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +rainst01,2000,1,CHN,NL,37,2,0,0,0,0,0,0,0,0,1,2,0,0,0,0,0 +rakerja01,2000,1,KCA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ramiral02,2000,1,CLE,AL,41,112,13,32,5,1,5,12,1,0,5,17,0,0,0,0,3 +ramiral02,2000,2,PIT,NL,43,115,13,24,6,1,4,18,1,0,7,32,2,0,1,0,6 +ramirar01,2000,1,PIT,NL,73,254,19,65,15,2,6,35,0,0,10,36,0,5,1,4,9 +ramirhe01,2000,1,MIL,NL,6,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +ramirma02,2000,1,CLE,AL,118,439,92,154,34,2,38,122,1,1,86,117,9,3,0,4,9 +ramsaro01,2000,1,SEA,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +randajo01,2000,1,KCA,AL,158,612,88,186,29,4,15,106,6,3,36,66,3,6,1,10,19 +rapppa01,2000,1,BAL,AL,31,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ratlijo01,2000,1,OAK,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reamebr01,2000,1,SLN,NL,10,12,1,2,0,0,0,0,0,0,0,2,0,0,1,0,0 +rebouje01,2000,1,KCA,AL,66,182,29,44,7,0,0,14,3,1,23,32,0,0,6,1,8 +redmama01,2000,1,MIN,AL,32,4,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +redmati01,2000,1,PIT,NL,9,18,2,6,1,0,1,1,1,0,1,7,0,0,0,0,0 +redmomi01,2000,1,FLO,NL,87,210,17,53,8,1,0,15,0,0,13,19,3,8,1,3,5 +reedje02,2000,1,CHN,NL,90,229,26,49,10,0,4,25,0,1,44,68,2,1,2,1,5 +reedri01,2000,1,NYN,NL,30,49,6,10,0,0,0,2,0,0,1,11,0,1,14,2,0 +reedst01,2000,1,CLE,AL,57,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reesepo01,2000,1,CIN,NL,135,518,76,132,20,6,12,46,29,3,45,86,5,6,3,5,8 +reichda01,2000,1,KCA,AL,44,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1 +rekarbr01,2000,1,TBA,AL,30,3,0,1,1,0,0,1,0,0,0,1,0,0,0,0,0 +relafde01,2000,1,PHI,NL,83,253,29,56,12,3,3,30,5,0,48,45,7,9,2,1,7 +relafde01,2000,2,SDN,NL,45,157,26,32,2,0,2,16,8,0,27,26,0,3,1,1,3 +remlimi01,2000,1,ATL,NL,71,3,0,0,0,0,0,0,0,0,1,2,0,0,0,0,0 +renteed01,2000,1,SLN,NL,150,562,94,156,32,1,16,76,21,13,63,77,3,1,8,9,19 +reyesal01,2000,1,BAL,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reyesal01,2000,2,LAN,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reyesca01,2000,1,PHI,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reyesca01,2000,2,SDN,NL,12,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reyesde01,2000,1,CIN,NL,62,2,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +reynoar02,2000,1,ARI,NL,31,48,0,5,0,0,0,0,0,0,2,24,0,0,7,0,0 +reynosh01,2000,1,HOU,NL,22,40,2,9,1,0,1,2,0,0,1,13,0,1,4,0,1 +rhodear01,2000,1,SEA,AL,72,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +richach01,2000,1,SLN,NL,6,16,1,2,0,0,1,1,0,0,2,2,0,0,0,0,0 +richach01,2000,2,BAL,AL,56,199,38,55,14,2,13,36,7,5,15,38,3,4,0,3,5 +riedljo01,2000,1,CIN,NL,13,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +rigbybr01,2000,1,KCA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rigbybr01,2000,2,MON,NL,6,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rigdopa01,2000,1,CLE,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rigdopa01,2000,2,MIL,NL,12,16,3,3,0,0,1,1,0,0,2,6,0,0,7,0,1 +riggaje01,2000,1,NYN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rincori01,2000,1,CLE,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +riosar01,2000,1,SFN,NL,115,233,38,62,15,5,10,50,3,2,31,43,4,0,1,4,9 +ripkeca01,2000,1,BAL,AL,83,309,43,79,16,0,15,56,0,0,23,37,0,3,0,4,10 +ritchto01,2000,1,PIT,NL,31,60,4,13,2,0,0,2,0,0,2,22,0,0,2,0,1 +rivaslu01,2000,1,MIN,AL,16,58,8,18,4,1,0,6,2,0,2,4,0,0,2,2,2 +riverlu02,2000,1,ATL,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +riverlu02,2000,2,BAL,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +riverma01,2000,1,NYA,AL,66,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +riverru01,2000,1,SDN,NL,135,423,62,88,18,6,17,57,8,4,44,137,1,10,0,2,8 +roberda07,2000,1,CLE,AL,19,10,1,2,0,0,0,0,1,1,2,2,0,0,1,0,0 +robergr01,2000,1,NYN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +rockejo01,2000,1,ATL,NL,59,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodrial01,2000,1,SEA,AL,148,554,134,175,34,2,41,132,15,4,100,121,5,7,0,11,10 +rodrife01,2000,1,SFN,NL,76,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +rodrifr02,2000,1,SEA,AL,23,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +rodrihe02,2000,1,CHN,NL,76,259,37,65,15,1,18,51,1,2,22,76,2,3,0,3,4 +rodrihe02,2000,2,FLO,NL,36,108,10,29,6,0,2,10,0,0,14,23,0,1,0,0,1 +rodriiv01,2000,1,TEX,AL,91,363,66,126,27,4,27,83,5,5,19,48,5,1,0,6,17 +rodrijo02,2000,1,SLN,NL,6,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +rodriri02,2000,1,NYN,NL,32,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +rogerke01,2000,1,TEX,AL,34,4,0,2,0,0,0,0,0,0,0,1,0,0,1,0,0 +rolensc01,2000,1,PHI,NL,128,483,88,144,32,6,26,89,8,1,51,99,9,5,0,2,4 +rolisna01,2000,1,FLO,NL,8,13,0,1,0,0,0,2,0,0,1,4,0,0,0,2,0 +rolliji01,2000,1,PHI,NL,14,53,5,17,1,1,0,5,3,0,2,7,0,0,0,0,0 +rollsda01,2000,1,TBA,AL,4,3,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +romerjc01,2000,1,MIN,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +roquera01,2000,1,MIL,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rosadjo01,2000,1,KCA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rosebr01,2000,1,BOS,AL,15,3,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +rosebr01,2000,2,COL,NL,12,21,1,1,0,0,0,0,0,0,0,10,0,0,3,0,1 +roskojo01,2000,1,SDN,NL,14,27,0,1,1,0,0,1,0,0,3,7,0,0,0,0,1 +rueteki01,2000,1,SFN,NL,34,60,5,12,3,0,0,5,0,0,1,11,0,0,10,0,2 +ruffijo01,2000,1,ARI,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +runyase01,2000,1,DET,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rupery01,2000,1,TBA,AL,18,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ruschgl01,2000,1,NYN,NL,31,50,2,3,0,0,0,1,0,0,3,19,0,0,4,0,0 +ryanbj01,2000,1,BAL,AL,42,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ryanja04,2000,1,MIN,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ryanro02,2000,1,ARI,NL,27,27,4,8,1,1,0,2,0,0,4,7,0,1,0,0,0 +sadledo01,2000,1,BOS,AL,49,99,14,22,5,0,1,10,3,1,5,18,0,1,5,2,1 +saenzol01,2000,1,OAK,AL,76,214,40,67,12,2,9,33,1,0,25,40,2,7,0,1,6 +salmoti01,2000,1,ANA,AL,158,568,108,165,36,2,34,97,0,2,104,139,5,6,0,2,14 +sanchje01,2000,1,FLO,NL,45,56,6,13,0,0,0,4,0,0,1,15,0,0,3,0,1 +sanchre01,2000,1,KCA,AL,143,509,68,139,18,2,1,38,7,3,28,55,0,4,11,3,17 +sandean01,2000,1,SEA,AL,1,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +sandere02,2000,1,ATL,NL,103,340,43,79,23,1,11,37,21,4,32,78,2,2,3,0,9 +santafp01,2000,1,LAN,NL,81,142,19,28,4,0,1,9,3,2,21,33,0,6,6,2,5 +santajo01,2000,1,MIN,AL,30,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +santaju01,2000,1,MON,NL,36,7,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +santibe01,2000,1,CIN,NL,89,252,22,66,11,1,8,45,2,2,19,45,8,1,0,5,7 +santijo03,2000,1,KCA,AL,45,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sasakka01,2000,1,SEA,AL,63,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +saturlu01,2000,1,SLN,NL,12,5,1,0,0,0,0,0,0,0,1,3,0,0,0,0,0 +sauersc01,2000,1,PIT,NL,75,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sauveri01,2000,1,OAK,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +scanlbo01,2000,1,MIL,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schilcu01,2000,1,PHI,NL,16,30,0,5,1,0,0,1,0,0,1,4,0,0,2,0,0 +schilcu01,2000,2,ARI,NL,13,31,2,8,2,0,0,3,0,1,0,11,0,0,7,0,0 +schmija01,2000,1,PIT,NL,11,19,1,0,0,0,0,0,0,0,1,9,0,0,2,0,1 +schnebr01,2000,1,MON,NL,45,115,6,27,6,0,0,11,0,1,7,24,2,0,0,1,1 +schoesc01,2000,1,ANA,AL,27,3,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0 +schoupe01,2000,1,BOS,AL,22,4,0,2,0,0,0,0,0,0,0,1,0,0,0,0,0 +schrest01,2000,1,PHI,NL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +seaneru01,2000,1,ATL,NL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +seelbch02,2000,1,ATL,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sefcike01,2000,1,PHI,NL,99,153,15,36,6,2,0,10,4,2,13,19,0,2,1,2,4 +seguida01,2000,1,TEX,AL,93,351,52,118,29,1,11,57,0,1,34,51,1,0,0,4,12 +seguida01,2000,2,CLE,AL,57,223,41,74,13,0,8,46,0,0,19,33,1,1,0,2,8 +seguife01,2000,1,MON,NL,76,162,22,45,8,0,10,22,0,1,9,46,0,3,0,1,5 +selbybi01,2000,1,CLE,AL,30,46,8,11,1,0,0,4,0,0,1,9,0,1,0,0,1 +seleaa01,2000,1,SEA,AL,34,3,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +serafda01,2000,1,SDN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +serafda01,2000,2,PIT,NL,11,24,1,2,0,0,0,2,0,0,0,9,0,0,3,0,1 +servasc01,2000,1,COL,NL,33,101,6,22,4,0,1,13,0,1,7,16,2,1,0,1,1 +servasc01,2000,2,SFN,NL,7,8,1,2,0,0,0,0,0,0,2,1,1,0,0,0,0 +servisc01,2000,1,OAK,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sexsori01,2000,1,CLE,AL,91,324,45,83,16,1,16,44,1,0,25,96,0,4,0,3,8 +sexsori01,2000,2,MIL,NL,57,213,44,63,14,0,14,47,1,0,34,63,2,3,0,1,3 +sextoch01,2000,1,CIN,NL,35,100,9,21,4,0,0,10,4,2,13,12,1,2,2,1,5 +shawje01,2000,1,LAN,NL,60,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sheetan01,2000,1,BOS,AL,12,21,1,2,0,0,0,1,0,0,0,3,0,0,0,0,1 +sheffga01,2000,1,LAN,NL,141,501,105,163,24,3,43,109,4,6,101,71,7,4,0,6,13 +sheldsc01,2000,1,TEX,AL,58,124,21,35,11,0,4,19,0,0,10,37,0,1,1,2,2 +shueypa01,2000,1,CLE,AL,57,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shumpte01,2000,1,COL,NL,115,263,52,68,11,7,9,40,8,4,28,40,1,6,0,3,3 +sierrru01,2000,1,TEX,AL,20,60,5,14,0,0,1,7,1,0,4,9,0,0,0,0,1 +sikorbr01,2000,1,TEX,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +silvajo01,2000,1,PIT,NL,51,34,0,6,0,0,0,2,0,0,1,12,0,1,5,0,1 +simasbi01,2000,1,CHA,AL,60,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +singlch01,2000,1,CHA,AL,147,511,83,130,22,5,11,62,22,7,35,85,2,1,12,4,6 +sirotmi01,2000,1,CHA,AL,32,4,0,0,0,0,0,0,0,0,1,2,0,0,0,0,0 +siscost01,2000,1,ATL,NL,25,27,4,5,0,0,1,2,0,0,3,4,0,0,0,0,1 +skrmema01,2000,1,MON,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +skrmema01,2000,2,PIT,NL,8,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +slocuhe01,2000,1,SLN,NL,44,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +slocuhe01,2000,2,SDN,NL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +slusajo01,2000,1,HOU,NL,54,9,1,1,0,0,0,1,0,0,0,5,0,0,0,0,0 +smithbo06,2000,1,TBA,AL,49,175,21,41,8,0,6,26,2,2,14,59,1,1,0,1,6 +smithbr03,2000,1,PIT,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithch06,2000,1,FLO,NL,21,40,2,4,0,0,0,2,0,0,0,19,0,0,1,0,1 +smithda06,2000,1,BOS,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithma03,2000,1,FLO,NL,104,192,22,47,8,1,5,27,2,0,17,54,1,2,0,2,2 +snowjt01,2000,1,SFN,NL,155,536,82,152,33,2,19,96,1,3,66,129,6,11,0,14,20 +snydejo02,2000,1,MIL,NL,24,38,1,3,1,0,0,0,0,0,2,7,0,1,1,0,1 +sojolu01,2000,1,PIT,NL,61,176,14,50,11,0,5,20,1,0,11,16,3,1,0,1,6 +sojolu01,2000,2,NYA,AL,34,125,19,36,7,1,2,17,1,0,6,6,0,0,3,0,5 +soriaal01,2000,1,NYA,AL,22,50,5,9,3,0,2,3,2,0,1,15,0,0,2,0,0 +sosasa01,2000,1,CHN,NL,156,604,106,193,38,1,50,138,7,4,91,168,19,2,0,8,12 +sparkje01,2000,1,TBA,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sparkst01,2000,1,DET,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sparkst02,2000,1,PIT,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +speieju01,2000,1,CLE,AL,47,2,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +spencse01,2000,1,MON,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +spencsh01,2000,1,NYA,AL,73,248,33,70,11,3,9,40,1,2,19,45,0,2,0,7,4 +spencst02,2000,1,SDN,NL,9,12,0,4,1,0,0,1,0,0,0,6,0,0,2,0,0 +spierbi01,2000,1,HOU,NL,124,355,41,107,17,3,3,43,7,4,49,38,3,1,2,2,8 +spiezsc01,2000,1,ANA,AL,123,297,47,72,11,2,17,49,1,2,40,56,2,3,1,4,5 +spoljpa01,2000,1,KCA,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +spradje01,2000,1,KCA,AL,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +spradje01,2000,2,CHN,NL,8,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +spraged02,2000,1,SDN,NL,53,117,17,32,10,0,10,25,0,0,10,28,2,2,0,2,0 +spraged02,2000,2,BOS,AL,33,111,11,24,4,0,2,9,0,0,12,18,0,0,0,0,2 +spraged02,2000,3,SDN,NL,20,40,2,9,2,0,0,2,0,0,3,12,0,1,0,0,1 +sprinde01,2000,1,NYN,NL,2,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +sprinru01,2000,1,ARI,NL,52,5,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +spurgja01,2000,1,BAL,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stairma01,2000,1,OAK,AL,143,476,74,108,26,0,21,81,5,2,78,122,4,1,1,6,7 +staniro01,2000,1,BOS,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stanlmi02,2000,1,BOS,AL,58,185,22,41,5,0,10,28,0,0,30,44,0,0,1,2,1 +stanlmi02,2000,2,OAK,AL,32,97,11,26,7,0,4,18,0,0,14,21,0,1,0,1,3 +stantmi02,2000,1,NYA,AL,69,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +stechge01,2000,1,SLN,NL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +steinbl01,2000,1,KCA,AL,17,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +stephga01,2000,1,SLN,NL,32,59,0,3,0,0,0,4,0,0,4,23,0,0,13,0,2 +steveda01,2000,1,ATL,NL,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stevele01,2000,1,MON,NL,123,449,60,119,27,2,22,75,0,0,48,105,6,2,0,2,10 +stewash01,2000,1,TOR,AL,136,583,107,186,43,5,21,69,20,5,37,79,1,6,1,4,12 +stinnke01,2000,1,ARI,NL,76,240,22,52,7,0,8,33,0,1,19,56,4,6,0,0,5 +stockke01,2000,1,TBA,AL,40,114,20,30,7,1,2,8,1,2,19,27,0,2,2,0,3 +stockke01,2000,2,ANA,AL,70,229,21,45,13,3,0,16,0,3,32,54,0,2,8,1,8 +stottto01,2000,1,ARI,NL,18,31,6,6,2,0,1,4,0,0,3,14,0,0,3,0,0 +stricsc01,2000,1,MON,NL,49,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +stronjo01,2000,1,FLO,NL,18,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +stullev01,2000,1,MIL,NL,20,9,0,0,0,0,0,0,0,0,1,9,0,0,0,0,0 +sturtta01,2000,1,CHA,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sturtta01,2000,2,TBA,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stynech01,2000,1,CIN,NL,119,380,71,127,24,1,12,40,5,2,32,54,2,2,3,3,5 +sullisc01,2000,1,CIN,NL,80,7,0,2,0,0,0,0,0,0,0,2,0,0,0,0,0 +suppaje01,2000,1,KCA,AL,35,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +surhobj01,2000,1,BAL,AL,103,411,56,120,27,0,13,57,7,2,29,46,3,2,1,1,5 +surhobj01,2000,2,ATL,NL,44,128,13,37,9,2,1,11,3,0,12,12,0,1,1,1,5 +suttola01,2000,1,SLN,NL,23,25,5,8,0,0,1,6,0,0,5,7,0,0,1,2,0 +suzukma01,2000,1,KCA,AL,32,5,1,1,0,0,0,0,0,0,0,2,0,0,1,0,0 +swannpe01,2000,1,ATL,NL,4,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +sweenma01,2000,1,MIL,NL,71,73,9,16,6,0,1,6,0,0,12,18,1,1,1,0,1 +sweenmi01,2000,1,KCA,AL,159,618,105,206,30,0,29,144,8,3,71,67,5,15,0,13,15 +swindgr01,2000,1,ARI,NL,64,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +tamje01,2000,1,OAK,AL,72,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tapanke01,2000,1,CHN,NL,30,56,3,10,2,0,1,4,0,1,3,20,0,0,9,0,1 +tatisfe01,2000,1,SLN,NL,96,324,59,82,21,1,18,64,2,3,57,94,1,10,1,2,13 +taubeed01,2000,1,CIN,NL,81,266,29,71,12,0,6,24,0,0,21,44,1,2,1,1,7 +tavarju01,2000,1,COL,NL,51,35,1,3,0,0,0,0,0,0,0,14,0,0,3,0,0 +taylobi04,2000,1,TBA,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +taylore01,2000,1,PHI,NL,9,11,1,1,0,0,0,0,1,0,0,8,0,0,0,0,0 +tejadmi01,2000,1,OAK,AL,160,607,105,167,32,1,30,115,6,0,66,102,6,4,2,2,15 +telemam01,2000,1,PHI,NL,13,4,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +telfoan01,2000,1,MON,NL,64,2,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +tessmja01,2000,1,NYA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thomafr04,2000,1,CHA,AL,159,582,115,191,44,0,43,143,1,3,112,94,18,5,0,8,13 +thomeji01,2000,1,CLE,AL,158,557,106,150,33,1,37,106,1,0,118,171,4,4,0,5,8 +thompan02,2000,1,TOR,AL,2,6,2,1,0,0,0,1,0,0,3,2,0,0,0,0,0 +thompma01,2000,1,SLN,NL,20,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +thompry01,2000,1,NYA,AL,33,50,12,13,3,0,3,14,0,1,5,12,0,1,0,0,0 +thurmmi01,2000,1,MON,NL,17,24,3,1,0,0,0,0,0,0,2,17,0,0,6,0,0 +timlimi01,2000,1,BAL,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +timlimi01,2000,2,SLN,NL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +timmooz01,2000,1,TBA,AL,12,41,9,14,3,0,4,13,0,0,1,7,0,0,0,0,2 +tocajo01,2000,1,NYN,NL,8,7,1,3,1,0,0,4,0,0,0,1,0,0,0,0,0 +tolarke01,2000,1,DET,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tollbbr01,2000,1,SDN,NL,19,32,1,3,0,0,0,1,0,0,0,11,0,0,6,0,1 +tomkobr01,2000,1,SEA,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +trachst01,2000,1,TBA,AL,23,4,0,1,0,0,0,0,0,0,1,1,0,0,0,0,0 +trachst01,2000,2,TOR,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tracyan01,2000,1,MON,NL,83,192,29,50,8,1,11,32,1,0,22,61,1,2,0,2,3 +trammbu01,2000,1,TBA,AL,66,189,19,52,11,2,7,33,3,0,21,30,0,2,0,1,5 +trammbu01,2000,2,NYN,NL,36,56,9,13,2,0,3,12,1,0,8,19,0,0,0,1,3 +trombmi01,2000,1,BAL,AL,75,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +trubych01,2000,1,HOU,NL,78,258,28,67,15,4,11,59,2,1,10,56,1,5,1,5,4 +tuckemi01,2000,1,CIN,NL,148,270,55,72,13,4,15,36,13,6,44,64,1,7,0,2,6 +tucketj01,2000,1,MON,NL,2,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +turnbde01,2000,1,ANA,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +turnech01,2000,1,NYA,AL,37,89,9,21,3,0,1,7,0,1,10,21,0,1,2,0,2 +tynerja01,2000,1,NYN,NL,13,41,3,8,2,0,0,5,1,1,1,4,0,1,3,2,1 +tynerja01,2000,2,TBA,AL,37,83,6,20,2,0,0,8,6,1,4,12,0,1,5,1,1 +unroeti01,2000,1,ATL,NL,4,5,0,0,0,0,0,0,0,0,1,2,0,0,1,0,0 +urbinug01,2000,1,MON,NL,13,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +valdeis01,2000,1,CHN,NL,13,14,1,4,2,0,0,2,0,0,1,3,0,0,5,0,0 +valdeis01,2000,2,LAN,NL,9,11,1,1,0,0,1,1,0,0,0,7,0,0,2,0,0 +valdema01,2000,1,HOU,NL,53,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +valdema02,2000,1,OAK,AL,5,12,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +valdepe01,2000,1,TEX,AL,30,54,4,15,5,0,1,5,0,0,6,7,0,0,0,0,0 +valenjo02,2000,1,BOS,AL,10,35,6,9,1,0,2,2,0,1,2,5,0,0,1,0,1 +valenjo03,2000,1,CHA,AL,144,568,107,155,37,6,25,92,19,2,59,106,1,4,13,4,11 +valeryo01,2000,1,MON,NL,7,10,1,0,0,0,0,1,0,0,1,5,0,1,1,0,0 +vandejo02,2000,1,PIT,NL,134,384,74,115,29,0,24,94,11,2,72,92,5,2,0,3,7 +vanpoto01,2000,1,CHN,NL,51,9,0,0,0,0,0,0,0,0,0,4,0,0,2,0,0 +varitja01,2000,1,BOS,AL,139,448,55,111,31,1,10,65,1,1,60,84,3,6,1,4,16 +vaughgr01,2000,1,TBA,AL,127,461,83,117,27,1,28,74,8,1,80,128,3,2,0,2,10 +vaughmo01,2000,1,ANA,AL,161,614,93,167,31,0,36,117,2,0,79,181,11,14,0,5,14 +vazquja01,2000,1,MON,NL,33,65,4,15,2,0,0,1,0,0,2,15,0,0,13,0,0 +velanjo01,2000,1,OAK,AL,18,24,1,3,1,0,0,2,0,0,0,6,0,1,0,0,0 +velanjo01,2000,2,NYN,NL,15,7,1,0,0,0,0,0,0,0,2,2,0,0,0,0,0 +velarra01,2000,1,OAK,AL,122,485,82,135,23,0,12,41,9,3,54,95,0,3,3,1,15 +venafmi01,2000,1,TEX,AL,77,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +venturo01,2000,1,NYN,NL,141,469,61,109,23,1,24,84,3,5,75,91,12,2,1,4,14 +verasqu01,2000,1,ATL,NL,84,298,56,92,15,0,5,37,25,12,51,50,0,5,6,4,8 +veraswi01,2000,1,BOS,AL,49,164,21,40,7,1,0,14,0,0,7,20,0,2,3,3,2 +veresda01,2000,1,SLN,NL,71,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vidrojo01,2000,1,MON,NL,153,606,101,200,51,2,24,97,5,4,49,69,4,2,0,6,17 +villabr01,2000,1,DET,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +villeis01,2000,1,ATL,NL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +villoro01,2000,1,CIN,NL,35,43,2,7,1,0,0,4,0,0,0,9,0,0,2,0,1 +vinafe01,2000,1,SLN,NL,123,487,81,146,24,6,4,31,10,8,36,36,0,28,2,1,5 +vitiejo01,2000,1,SDN,NL,39,52,7,13,3,0,2,8,0,0,10,9,0,0,0,1,1 +vizcajo01,2000,1,LAN,NL,40,93,9,19,2,1,0,4,1,0,10,15,3,1,2,0,3 +vizcajo01,2000,2,NYA,AL,73,174,23,48,8,1,0,10,5,7,12,28,0,0,3,2,3 +vizcalu01,2000,1,OAK,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vizquom01,2000,1,CLE,AL,156,613,101,176,27,3,7,66,22,10,87,72,0,5,7,5,13 +vogelry01,2000,1,SFN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vosbeed01,2000,1,PHI,NL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wagnebi02,2000,1,HOU,NL,28,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +wainhda01,2000,1,SLN,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wakefti01,2000,1,BOS,AL,52,2,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +walbema01,2000,1,ANA,AL,47,146,17,29,5,0,6,12,0,1,7,22,0,1,1,0,2 +walkeke01,2000,1,SDN,NL,70,4,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +walkela01,2000,1,COL,NL,87,314,64,97,21,7,9,51,5,5,46,40,4,9,0,3,12 +walkepe01,2000,1,COL,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +walketo04,2000,1,MIN,AL,23,77,14,18,1,0,2,8,3,0,7,10,0,0,0,3,3 +walketo04,2000,2,COL,NL,57,171,28,54,10,4,7,36,4,1,20,19,0,1,1,3,2 +wallaje01,2000,1,PIT,NL,38,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +walldo01,2000,1,SDN,NL,44,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +wardbr01,2000,1,PHI,NL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wardbr01,2000,2,ANA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wardda01,2000,1,HOU,NL,119,264,36,68,10,2,20,47,0,0,15,61,2,0,0,2,6 +wardtu01,2000,1,ARI,NL,15,52,5,9,4,0,0,4,1,1,5,7,0,0,1,1,3 +wasdijo01,2000,1,BOS,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wasdijo01,2000,2,COL,NL,14,8,0,2,0,0,0,0,0,0,0,2,0,0,1,0,0 +washbja01,2000,1,ANA,AL,14,3,0,1,0,0,0,2,0,0,1,0,0,0,2,0,0 +waszgbj01,2000,1,TEX,AL,24,45,6,10,1,0,0,4,0,0,4,10,0,1,0,1,1 +watsoal01,2000,1,NYA,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +watsoma01,2000,1,CLE,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +weathda01,2000,1,MIL,NL,69,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +weaveer01,2000,1,ANA,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +weaveje01,2000,1,DET,AL,31,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +weberbe01,2000,1,SFN,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +weberbe01,2000,2,ANA,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +webstle01,2000,1,MON,NL,39,81,6,17,3,0,0,5,0,0,6,14,1,0,0,0,5 +wehnejo01,2000,1,PIT,NL,21,50,10,15,3,0,1,9,0,0,4,6,0,0,1,0,1 +weisswa01,2000,1,ATL,NL,80,192,29,50,6,2,0,18,1,1,26,32,1,3,3,3,2 +wellsbo01,2000,1,MIN,AL,76,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wellsda01,2000,1,TOR,AL,35,6,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +wellski01,2000,1,CHA,AL,20,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +wellsve01,2000,1,TOR,AL,3,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wendetu01,2000,1,NYN,NL,77,4,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +wengedo01,2000,1,ATL,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +westbja01,2000,1,NYA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wettejo01,2000,1,TEX,AL,62,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wheelda01,2000,1,TBA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +whisema01,2000,1,SDN,NL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +whitede03,2000,1,LAN,NL,47,158,26,42,5,1,4,13,3,6,9,30,0,1,0,0,3 +whitega01,2000,1,CIN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +whitega01,2000,2,COL,NL,67,9,1,2,0,0,1,2,0,0,0,5,0,0,1,0,0 +whitema01,2000,1,CLE,AL,6,7,2,2,1,0,0,1,0,0,3,2,0,0,0,0,0 +whitema02,2000,1,SDN,NL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +whiteri01,2000,1,TBA,AL,44,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +whiteri01,2000,2,NYN,NL,24,5,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +whitero02,2000,1,MON,NL,75,290,52,89,24,0,11,54,5,1,28,67,0,2,0,2,4 +whitero02,2000,2,CHN,NL,19,67,7,22,2,0,2,7,0,2,5,12,0,2,0,0,0 +wickmbo01,2000,1,MIL,NL,43,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wickmbo01,2000,2,CLE,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +widgech01,2000,1,MON,NL,86,281,31,67,17,2,12,34,1,2,29,61,3,1,0,1,5 +widgech01,2000,2,SEA,AL,10,11,1,1,0,0,1,1,0,0,1,2,0,0,0,0,0 +wilkima01,2000,1,PIT,NL,52,6,0,1,0,0,0,0,0,0,0,4,0,0,0,0,0 +wilkiri01,2000,1,SLN,NL,4,11,3,3,0,0,0,1,0,0,2,2,0,0,0,0,0 +willibe02,2000,1,NYA,AL,141,537,108,165,37,6,30,121,13,5,71,84,11,5,0,3,15 +willibr01,2000,1,CHN,NL,22,2,0,1,1,0,0,1,0,0,0,0,0,0,0,0,0 +willibr01,2000,2,CLE,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +willige02,2000,1,TBA,AL,146,632,87,173,30,2,21,89,12,12,34,103,0,3,9,4,6 +willige03,2000,1,SDN,NL,11,16,2,3,0,0,1,2,0,0,0,4,0,1,0,0,0 +willije01,2000,1,LAN,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +willima04,2000,1,ARI,NL,96,371,43,102,18,2,12,47,1,2,20,51,1,3,0,3,11 +willima06,2000,1,MIL,NL,11,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +willimi03,2000,1,PIT,NL,72,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +willisc01,2000,1,CIN,NL,48,16,1,1,0,0,0,0,0,0,2,8,0,0,4,0,0 +williwo02,2000,1,SDN,NL,30,58,10,15,4,0,1,9,0,0,4,26,0,1,1,2,1 +wilsocr02,2000,1,CHA,AL,28,73,12,19,3,0,0,4,1,0,5,11,0,1,4,0,5 +wilsoda01,2000,1,SEA,AL,90,268,31,63,12,0,5,27,1,2,22,51,0,0,11,2,8 +wilsoen01,2000,1,CLE,AL,40,117,16,38,9,0,2,12,2,1,7,11,0,0,2,1,2 +wilsoen01,2000,2,PIT,NL,40,122,11,32,6,1,3,15,0,1,11,13,2,0,2,1,4 +wilsokr01,2000,1,KCA,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wilsopa02,2000,1,TBA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wilsopr01,2000,1,FLO,NL,161,605,94,160,35,3,31,121,36,14,55,187,1,8,0,6,11 +wilsova01,2000,1,NYN,NL,4,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +winchsc01,2000,1,CIN,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +winnra01,2000,1,TBA,AL,51,159,28,40,5,0,1,16,6,7,26,25,0,2,2,1,2 +wisede01,2000,1,TOR,AL,28,22,3,3,0,0,0,0,1,0,1,5,0,1,0,0,0 +wisema01,2000,1,ANA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +witasja01,2000,1,KCA,AL,22,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +witasja01,2000,2,SDN,NL,11,22,0,3,0,0,0,3,0,0,1,10,0,0,2,0,1 +wittbo01,2000,1,CLE,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wohlema01,2000,1,CIN,NL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wolfra02,2000,1,PHI,NL,32,57,5,11,2,0,0,4,0,0,3,19,0,0,10,1,0 +womacto01,2000,1,ARI,NL,146,617,95,167,21,14,7,57,45,11,30,74,0,5,2,5,6 +woodast01,2000,1,MIL,NL,27,22,0,1,0,0,0,2,0,0,1,6,0,1,2,0,1 +woodast01,2000,2,CLE,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +woodke02,2000,1,CHN,NL,25,40,6,10,0,0,1,4,0,0,2,10,0,0,4,0,0 +woodwch01,2000,1,TOR,AL,37,104,16,19,7,0,3,14,1,0,10,28,3,0,1,0,1 +wootesh01,2000,1,ANA,AL,7,9,2,5,1,0,0,1,0,0,0,0,0,0,0,0,0 +worreti01,2000,1,BAL,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +worreti01,2000,2,CHN,NL,54,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +wrighja01,2000,1,MIL,NL,26,46,0,3,1,0,0,0,0,0,0,17,0,0,4,0,0 +wrighja02,2000,1,CLE,AL,9,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +wunscke01,2000,1,CHA,AL,83,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +yanes01,2000,1,TBA,AL,43,1,1,1,0,0,1,1,0,0,0,0,0,0,1,0,0 +yarnaed01,2000,1,NYA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +yoshima01,2000,1,COL,NL,29,50,4,9,1,0,1,8,1,0,2,13,0,0,12,0,3 +youngda01,2000,1,CHN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +youngdm01,2000,1,CIN,NL,152,548,68,166,37,6,18,88,0,3,36,80,6,3,1,5,16 +younger01,2000,1,CHN,NL,153,607,98,180,40,2,6,47,54,7,63,39,1,8,7,5,12 +youngke01,2000,1,PIT,NL,132,496,77,128,27,0,20,88,8,3,32,96,1,8,0,5,15 +youngmi02,2000,1,TEX,AL,2,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +youngti01,2000,1,BOS,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +zaungr01,2000,1,KCA,AL,83,234,36,64,11,0,7,33,7,3,43,34,3,3,0,2,4 +zeileto01,2000,1,NYN,NL,153,544,67,146,36,3,22,79,3,4,74,85,4,2,0,3,15 +zerbech01,2000,1,SFN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +zimmeje02,2000,1,TEX,AL,65,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +zitoba01,2000,1,OAK,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +zoskyed01,2000,1,HOU,NL,4,4,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +zuletju01,2000,1,CHN,NL,30,68,13,20,8,0,3,12,0,1,2,19,0,3,0,0,2 +abadan01,2001,1,OAK,AL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +abbotje01,2001,1,FLO,NL,28,42,5,11,3,0,0,5,0,0,3,7,0,1,0,0,1 +abbotku01,2001,1,ATL,NL,6,9,0,2,0,0,0,0,1,0,0,3,0,0,0,0,0 +abbotpa01,2001,1,SEA,AL,28,4,0,1,0,0,0,0,0,0,0,1,0,0,1,0,0 +abernbr01,2001,1,TBA,AL,79,304,43,82,17,1,5,33,8,3,27,35,1,0,3,1,3 +abreubo01,2001,1,PHI,NL,162,588,118,170,48,4,31,110,36,14,106,137,11,1,0,9,13 +acevejo01,2001,1,CIN,NL,18,34,1,4,1,0,0,1,0,0,0,18,0,0,2,0,0 +aceveju01,2001,1,COL,NL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +aceveju01,2001,2,FLO,NL,20,3,1,1,1,0,0,0,0,0,0,0,0,0,1,0,0 +adamste01,2001,1,LAN,NL,43,39,2,2,1,0,0,1,0,0,3,19,0,0,5,1,0 +agbaybe01,2001,1,NYN,NL,91,296,28,82,14,2,6,27,4,5,36,73,0,5,1,1,11 +ainswku01,2001,1,SFN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +alcanis01,2001,1,BOS,AL,14,38,3,10,1,0,0,3,1,0,3,13,0,0,0,0,3 +aldrico01,2001,1,ATL,NL,8,5,1,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +alfonan01,2001,1,FLO,NL,58,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +alfoned01,2001,1,NYN,NL,124,457,64,111,22,0,17,49,5,0,51,62,0,5,1,5,7 +alicelu01,2001,1,KCA,AL,113,387,44,106,16,4,4,32,8,6,23,56,0,4,3,1,6 +allench01,2001,1,MIN,AL,57,175,20,46,13,2,4,20,1,2,19,37,1,0,0,1,7 +almanar01,2001,1,FLO,NL,52,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +almanca01,2001,1,NYA,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +almoner01,2001,1,NYA,AL,8,4,0,2,1,0,0,0,2,0,0,1,0,0,0,0,0 +alomaro01,2001,1,CLE,AL,157,575,113,193,34,12,20,100,30,6,80,71,5,4,9,9,9 +alomasa02,2001,1,CHA,AL,70,220,17,54,8,1,4,21,1,2,12,17,1,2,3,2,6 +aloumo01,2001,1,HOU,NL,136,513,79,170,31,1,27,108,5,1,57,57,14,3,0,8,18 +anderbr01,2001,1,BAL,AL,131,430,50,87,12,3,8,45,12,4,60,77,4,8,2,1,3 +anderbr02,2001,1,ARI,NL,33,37,1,5,1,1,0,2,0,0,0,9,0,0,0,0,2 +anderga01,2001,1,ANA,AL,161,672,83,194,39,2,28,123,13,6,27,100,4,0,0,5,12 +anderji02,2001,1,PIT,NL,34,59,2,7,1,0,0,3,0,0,4,15,0,0,6,0,1 +anderma01,2001,1,DET,AL,62,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +anderma02,2001,1,PHI,NL,147,522,69,153,30,2,11,61,8,5,35,74,5,2,10,5,12 +ankieri01,2001,1,SLN,NL,6,8,1,0,0,0,0,0,0,0,1,5,0,0,1,0,0 +appieke01,2001,1,NYN,NL,33,62,4,7,0,0,0,4,0,0,1,24,0,1,3,0,0 +ariasal01,2001,1,SDN,NL,70,137,19,31,9,0,2,12,1,0,17,22,1,1,1,2,3 +armasto02,2001,1,MON,NL,34,53,2,8,1,0,0,4,0,0,0,17,0,0,6,0,0 +arrojro01,2001,1,BOS,AL,41,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +arroybr01,2001,1,PIT,NL,24,21,0,1,0,0,0,1,0,0,1,16,0,0,0,1,0 +ashbyan01,2001,1,LAN,NL,3,2,1,1,0,0,0,1,0,0,1,0,0,0,2,0,0 +astacpe01,2001,1,COL,NL,22,42,2,4,0,0,0,3,0,0,0,12,0,0,10,0,0 +astacpe01,2001,2,HOU,NL,4,11,0,1,0,0,0,0,0,0,0,5,0,0,1,0,0 +atchlju01,2001,1,CIN,NL,15,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +aurilri01,2001,1,SFN,NL,156,636,114,206,37,5,37,97,1,3,47,83,2,0,3,3,14 +ausmubr01,2001,1,HOU,NL,128,422,45,98,23,4,5,34,4,1,30,64,6,1,6,2,13 +austije01,2001,1,KCA,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +avenbr01,2001,1,LAN,NL,21,24,3,8,2,0,1,2,0,0,0,5,0,2,0,0,0 +aybarma01,2001,1,CHN,NL,17,3,1,3,0,0,0,0,0,0,0,0,0,0,1,0,0 +bacsimi02,2001,1,CLE,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +baezbe01,2001,1,FLO,NL,8,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +baezda01,2001,1,CLE,AL,43,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bagweje01,2001,1,HOU,NL,161,600,126,173,43,4,39,130,11,3,106,135,5,6,0,5,20 +baileco01,2001,1,KCA,AL,53,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +baineha01,2001,1,CHA,AL,32,84,3,11,1,0,0,6,0,0,8,16,0,0,0,2,2 +bakopa01,2001,1,ATL,NL,61,137,19,29,10,1,2,15,1,0,20,34,2,0,0,0,3 +baldwja01,2001,1,CHA,AL,17,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +baldwja01,2001,2,LAN,NL,12,26,0,2,1,0,0,1,0,0,0,12,0,0,1,0,1 +balejo01,2001,1,BAL,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +balfogr01,2001,1,MIN,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bankswi01,2001,1,BOS,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barajro01,2001,1,ARI,NL,51,106,9,17,3,0,3,9,0,0,4,26,0,0,0,0,0 +barcelo01,2001,1,CHA,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barkean01,2001,1,PIT,NL,17,46,5,14,2,0,1,3,1,0,4,7,1,1,0,0,2 +barkegl01,2001,1,HOU,NL,70,24,12,2,0,0,0,1,4,6,3,6,0,2,0,1,0 +barnejo01,2001,1,MIN,AL,9,21,1,1,0,0,0,0,0,0,1,3,0,1,0,0,0 +barnela01,2001,1,ANA,AL,16,40,2,4,0,0,1,2,0,0,1,9,0,0,0,0,1 +barremi01,2001,1,MON,NL,132,472,42,118,33,2,6,38,2,1,25,54,2,2,4,3,14 +barteki01,2001,1,COL,NL,12,15,0,0,0,0,0,1,0,0,2,5,1,1,0,1,0 +batismi01,2001,1,ARI,NL,48,32,2,2,0,0,0,0,0,0,2,17,0,0,2,0,0 +batisto01,2001,1,TOR,AL,72,271,29,56,11,1,13,45,0,1,13,66,1,4,0,3,2 +batisto01,2001,2,BAL,AL,84,308,41,82,16,5,12,42,5,1,19,47,0,0,0,4,7 +bauerri01,2001,1,BAL,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bautida01,2001,1,ARI,NL,100,222,26,67,11,2,5,26,3,2,14,31,1,1,2,0,7 +beckejo02,2001,1,FLO,NL,4,7,1,2,1,0,0,0,0,0,0,1,0,0,2,0,0 +beckro01,2001,1,BOS,AL,68,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +beimejo01,2001,1,PIT,NL,42,26,3,7,0,0,0,0,0,0,1,10,0,0,4,0,0 +beirnke01,2001,1,TOR,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +belitto01,2001,1,COL,NL,8,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +bellda01,2001,1,SEA,AL,135,470,62,122,28,0,15,64,2,1,28,59,1,3,5,4,8 +bellde01,2001,1,PIT,NL,46,156,14,27,3,0,5,13,0,2,25,38,5,0,2,0,4 +bellhma01,2001,1,OAK,AL,38,74,11,10,1,2,1,4,0,0,7,37,0,0,1,0,1 +bellicl01,2001,1,NYA,AL,51,81,12,13,1,1,5,12,1,2,4,23,0,1,1,1,2 +belliro01,2001,1,MIL,NL,101,364,69,96,30,3,11,36,5,2,35,65,2,5,4,2,5 +bellja01,2001,1,ARI,NL,129,428,59,106,24,1,13,46,0,1,65,79,3,4,8,4,9 +bellro01,2001,1,CIN,NL,9,7,0,1,0,0,0,0,0,0,1,4,0,0,2,0,0 +bellro01,2001,2,TEX,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +beltrad01,2001,1,LAN,NL,126,475,59,126,22,4,13,60,13,4,28,82,1,5,2,5,9 +beltrca01,2001,1,KCA,AL,155,617,106,189,32,12,24,101,31,1,52,120,2,5,1,5,7 +benarma01,2001,1,SFN,NL,129,392,70,104,19,2,15,44,10,5,29,66,2,4,1,3,3 +benesal01,2001,1,SLN,NL,9,2,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +benesan01,2001,1,SLN,NL,27,32,1,5,3,0,0,4,0,0,1,15,0,0,2,0,0 +benitar01,2001,1,NYN,NL,73,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0 +bennega01,2001,1,PHI,NL,26,75,8,16,3,1,1,6,0,0,9,19,1,0,1,1,1 +bennega01,2001,2,NYN,NL,1,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +bennega01,2001,3,COL,NL,19,55,7,15,3,0,1,4,0,0,3,5,3,1,1,1,0 +benoijo01,2001,1,TEX,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bereja01,2001,1,CHN,NL,32,62,2,12,4,0,0,2,0,0,0,18,0,0,7,0,2 +bergda01,2001,1,FLO,NL,82,215,26,52,12,1,4,16,0,1,14,39,0,2,2,2,3 +bergebr01,2001,1,KCA,AL,6,16,4,5,1,1,2,2,0,0,2,2,0,0,0,0,0 +bergepe01,2001,1,MON,NL,102,375,53,79,11,4,3,16,10,7,28,87,2,5,8,0,5 +berkmla01,2001,1,HOU,NL,156,577,110,191,55,5,34,126,7,9,92,121,5,13,0,6,8 +bernead01,2001,1,DET,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +berroan01,2001,1,KCA,AL,15,53,8,16,2,0,0,4,2,0,3,10,0,0,0,0,2 +betemwi01,2001,1,ATL,NL,8,3,1,0,0,0,0,0,1,0,2,3,0,0,0,0,0 +bicheda01,2001,1,BOS,AL,107,391,45,112,30,1,12,49,2,2,20,76,1,3,0,1,13 +biddlro01,2001,1,CHA,AL,30,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +bierbni01,2001,1,ARI,NL,6,6,3,4,1,0,0,0,0,0,2,0,0,0,2,0,0 +bierbni01,2001,2,TBA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bigbila01,2001,1,BAL,AL,47,131,15,30,6,0,2,11,4,1,17,42,1,0,1,0,2 +biggicr01,2001,1,HOU,NL,155,617,118,180,35,3,20,70,7,4,66,100,4,28,0,6,11 +blairwi01,2001,1,DET,AL,9,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +blakeca01,2001,1,MIN,AL,13,22,1,7,1,0,0,2,1,0,3,8,1,0,0,0,0 +blakeca01,2001,2,BAL,AL,6,15,2,2,0,0,1,2,2,0,1,4,0,0,0,0,0 +blanche01,2001,1,MIL,NL,104,314,33,66,18,3,6,31,3,1,34,72,6,2,5,2,10 +blankma01,2001,1,MON,NL,5,8,0,4,1,0,0,1,0,0,0,2,0,0,0,0,0 +blumge01,2001,1,MON,NL,148,453,57,107,25,0,9,50,9,5,43,94,8,10,3,5,12 +bocachi01,2001,1,LAN,NL,75,133,15,31,11,1,2,9,4,1,9,33,0,1,0,0,1 +boehrbr01,2001,1,NYA,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +boehrbr01,2001,2,SFN,NL,29,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +bogarti01,2001,1,LAN,NL,12,15,4,5,2,0,2,2,0,0,2,1,0,0,0,0,0 +bohanbr01,2001,1,COL,NL,21,31,3,10,4,0,0,3,0,0,1,7,0,0,1,0,1 +bondsba01,2001,1,SFN,NL,153,476,129,156,32,2,73,137,13,3,177,93,35,9,0,2,5 +bonesri01,2001,1,FLO,NL,61,2,0,1,0,0,0,1,0,0,0,1,0,0,0,1,0 +bonilbo01,2001,1,SLN,NL,93,174,17,37,7,0,5,21,1,1,23,53,3,1,0,0,4 +booneaa01,2001,1,CIN,NL,103,381,54,112,26,2,14,62,6,3,29,71,1,8,3,6,9 +boonebr01,2001,1,SEA,AL,158,623,118,206,37,3,37,141,5,5,40,110,5,9,5,13,11 +borbope02,2001,1,TOR,AL,71,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bordepa01,2001,1,SEA,AL,5,6,1,3,0,0,0,0,0,0,0,1,0,0,1,0,0 +bordimi01,2001,1,BAL,AL,58,229,32,57,13,0,7,30,9,3,17,36,1,6,2,3,4 +borkoda01,2001,1,DET,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +borlato02,2001,1,ANA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +borowjo01,2001,1,CHN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bottari01,2001,1,PHI,NL,66,3,1,1,1,0,0,1,0,0,0,0,0,0,0,0,0 +botteke01,2001,1,HOU,NL,13,14,0,2,0,0,0,0,0,0,0,5,0,0,1,0,0 +bowlebr01,2001,1,TOR,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bradfch01,2001,1,OAK,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bradlmi01,2001,1,MON,NL,67,220,19,49,16,3,1,19,7,4,19,62,0,1,2,0,6 +bradlmi01,2001,2,CLE,AL,10,18,3,4,1,0,0,0,1,1,2,3,0,0,0,0,1 +braggda01,2001,1,NYN,NL,18,57,4,15,6,0,0,5,3,2,4,23,0,1,1,0,0 +braggda01,2001,2,NYA,AL,5,4,1,1,1,0,0,0,0,0,0,1,0,0,0,0,0 +bransje01,2001,1,LAN,NL,13,21,3,6,0,0,0,0,0,0,0,4,0,0,0,0,0 +brantje01,2001,1,TEX,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +branyru01,2001,1,CLE,AL,113,315,48,73,16,2,20,54,1,1,38,132,1,3,0,5,2 +breale01,2001,1,BAL,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brockch01,2001,1,PHI,NL,24,3,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +brognri01,2001,1,ATL,NL,72,206,15,51,9,0,3,21,3,1,14,46,1,1,1,1,9 +brohatr01,2001,1,ARI,NL,59,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brosisc01,2001,1,NYA,AL,120,428,57,123,25,2,13,49,3,1,34,83,2,5,6,5,10 +broweji01,2001,1,CIN,NL,48,26,6,8,1,0,0,3,0,0,0,8,0,0,2,0,0 +brownad01,2001,1,PIT,NL,8,31,3,6,0,0,1,2,2,1,3,3,0,0,0,0,1 +brownde02,2001,1,KCA,AL,106,380,39,93,19,0,7,40,5,3,22,81,4,1,1,2,12 +brownem01,2001,1,PIT,NL,61,123,18,25,4,1,3,13,10,4,15,42,1,2,0,0,2 +brownem01,2001,2,SDN,NL,13,14,3,1,0,0,0,0,2,0,1,7,0,0,0,0,0 +brownke01,2001,1,LAN,NL,20,36,2,3,0,0,1,2,0,0,0,12,0,3,2,0,0 +brownke04,2001,1,MIL,NL,17,43,7,9,0,1,4,12,0,0,2,18,0,1,0,0,1 +brownro01,2001,1,CHN,NL,39,83,13,22,6,1,4,22,0,0,7,12,0,1,0,1,3 +brumbcl01,2001,1,TEX,AL,7,10,1,0,0,0,0,0,0,0,1,5,0,0,0,0,0 +brumbcl01,2001,2,COL,NL,14,36,5,10,2,0,1,4,0,1,2,9,0,0,0,0,3 +buchabr01,2001,1,MIN,AL,69,197,28,54,12,0,10,32,1,1,19,58,0,2,0,1,2 +buddimi01,2001,1,MIL,NL,31,4,1,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +buehrma01,2001,1,CHA,AL,32,3,0,0,0,0,0,0,0,0,1,2,0,0,0,0,0 +buforda01,2001,1,CHN,NL,35,85,11,15,2,0,3,8,0,0,4,23,0,0,0,0,3 +buhneja01,2001,1,SEA,AL,19,45,4,10,2,0,2,5,0,0,8,9,0,0,0,0,3 +burbada01,2001,1,CLE,AL,32,2,1,0,0,0,0,0,0,0,0,1,0,0,2,0,0 +burkeja02,2001,1,ANA,AL,9,5,1,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +burkejo03,2001,1,ATL,NL,34,65,2,6,0,0,0,1,0,0,3,29,0,0,7,0,5 +burkhmo01,2001,1,BOS,AL,11,33,3,6,1,0,1,4,0,0,1,11,0,0,0,0,1 +burksel01,2001,1,CLE,AL,124,439,83,123,29,1,28,74,5,1,62,85,2,5,0,9,16 +burneaj01,2001,1,FLO,NL,27,50,0,4,1,0,0,0,0,0,1,27,0,1,7,0,0 +burnije01,2001,1,MIL,NL,154,562,104,141,32,4,34,100,0,4,80,150,9,5,0,4,8 +burrepa01,2001,1,PHI,NL,155,539,70,139,29,2,27,89,2,1,70,162,7,5,0,4,12 +bushho01,2001,1,TOR,AL,78,271,32,83,11,1,3,27,13,4,8,50,1,6,2,4,2 +butlebr02,2001,1,COL,NL,53,119,17,29,7,1,1,14,1,1,7,7,0,1,2,2,4 +byrdpa01,2001,1,PHI,NL,4,2,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0 +byrdpa01,2001,2,KCA,AL,16,4,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +byrneer01,2001,1,OAK,AL,19,38,9,9,1,0,3,5,1,0,4,6,0,1,0,0,0 +cabrejo01,2001,1,ATL,NL,55,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +cabrejo02,2001,1,CLE,AL,141,287,50,75,16,3,1,38,10,4,16,41,0,6,1,2,4 +cabreor01,2001,1,MON,NL,162,626,64,173,41,6,14,96,19,7,43,54,5,4,4,7,15 +cairomi01,2001,1,CHN,NL,66,123,20,35,3,1,2,9,2,1,16,21,1,0,7,1,3 +cairomi01,2001,2,SLN,NL,27,33,5,11,5,0,1,7,0,0,2,2,0,0,0,0,1 +callami01,2001,1,TBA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +camermi01,2001,1,SEA,AL,150,540,99,144,30,5,25,110,34,5,69,155,3,10,1,13,13 +caminke01,2001,1,TEX,AL,54,185,24,43,8,1,9,25,0,0,22,41,2,2,0,2,5 +caminke01,2001,2,ATL,NL,64,171,12,38,9,0,6,16,0,1,21,44,1,0,0,1,2 +cansejo01,2001,1,CHA,AL,76,256,46,66,8,0,16,49,2,1,45,75,1,1,0,4,4 +cardoja01,2001,1,DET,AL,46,96,10,25,8,0,1,10,0,1,2,12,0,1,2,1,2 +carpech01,2001,1,TOR,AL,34,6,0,1,0,0,0,0,0,0,0,3,0,0,1,0,0 +carragi01,2001,1,LAN,NL,47,12,1,3,0,0,0,0,0,0,0,2,0,0,0,0,0 +carrahe01,2001,1,MIN,AL,56,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +casanra01,2001,1,MIL,NL,71,192,21,50,10,0,11,33,0,0,12,29,2,1,0,3,3 +caseyse01,2001,1,CIN,NL,145,533,69,165,40,0,13,89,3,1,43,63,8,9,0,3,16 +castial01,2001,1,TOR,AL,66,131,9,26,4,0,1,4,1,1,7,30,0,3,5,0,2 +castica02,2001,1,BOS,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +castifr01,2001,1,BOS,AL,26,2,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +castilu01,2001,1,FLO,NL,134,537,76,141,16,10,2,45,33,16,67,90,0,1,4,3,6 +castivi02,2001,1,TBA,AL,24,93,7,20,6,0,2,9,0,0,3,22,0,1,0,0,3 +castivi02,2001,2,HOU,NL,122,445,62,120,28,1,23,82,1,4,32,86,3,3,0,4,19 +castrju01,2001,1,CIN,NL,96,242,27,54,10,0,3,13,0,0,13,50,2,0,4,2,9 +castrra01,2001,1,FLO,NL,7,11,0,2,0,0,0,1,0,0,1,1,0,0,0,0,0 +catalfr01,2001,1,TEX,AL,133,463,77,153,31,5,11,54,15,5,39,55,3,8,1,1,5 +cedenro01,2001,1,DET,AL,131,523,79,153,14,11,6,48,55,15,36,83,1,2,6,5,5 +chacosh01,2001,1,COL,NL,27,47,2,2,0,0,0,1,0,0,0,22,0,1,7,0,1 +charlno01,2001,1,SEA,AL,44,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chaveen01,2001,1,KCA,AL,29,77,4,16,2,0,0,5,0,2,3,8,0,0,0,0,3 +chaveer01,2001,1,OAK,AL,151,552,91,159,43,0,32,114,8,2,41,99,9,4,0,7,7 +chenbr01,2001,1,PHI,NL,16,28,1,3,0,0,0,0,0,0,0,10,0,0,3,0,0 +chenbr01,2001,2,NYN,NL,11,19,0,3,0,0,0,0,0,0,0,9,0,0,2,0,1 +chiassc01,2001,1,CHN,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +choatra01,2001,1,NYA,AL,37,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +chouibo01,2001,1,COL,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chrisja01,2001,1,SLN,NL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chrisja01,2001,2,SFN,NL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chrismc01,2001,1,CHA,AL,7,4,0,1,0,0,0,0,0,0,0,2,0,1,0,0,0 +chrismc01,2001,2,LAN,NL,28,49,7,16,2,0,1,7,3,2,3,10,0,3,0,0,0 +chrisry01,2001,1,OAK,AL,7,4,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +chrisry01,2001,2,ARI,NL,19,4,3,1,1,0,0,1,1,0,1,1,0,0,0,0,0 +christi01,2001,1,COL,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cintral01,2001,1,ARI,NL,8,7,0,2,0,1,0,0,0,0,0,0,0,0,0,0,0 +cirilje01,2001,1,COL,NL,138,528,72,165,26,4,17,83,12,2,43,63,6,5,1,9,15 +clappst01,2001,1,SLN,NL,23,25,0,5,2,0,0,1,0,0,1,7,0,0,0,0,0 +clarkbr02,2001,1,CIN,NL,89,129,22,34,3,0,6,18,4,1,22,16,1,1,4,1,6 +clarkje02,2001,1,DET,AL,3,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clarkto02,2001,1,DET,AL,126,428,67,123,29,3,16,75,0,1,62,108,10,1,0,6,14 +claytro01,2001,1,CHA,AL,135,433,62,114,21,4,9,60,10,7,33,72,2,3,9,7,16 +clemema01,2001,1,FLO,NL,32,50,2,4,0,0,0,0,0,0,3,18,0,0,8,0,0 +clemero02,2001,1,NYA,AL,33,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +cocopa01,2001,1,TOR,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +coganto01,2001,1,KCA,AL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +coggida01,2001,1,PHI,NL,17,33,1,2,1,0,0,1,0,0,2,13,0,0,1,0,0 +colanmi01,2001,1,SDN,NL,50,91,10,22,3,3,2,8,0,0,8,30,0,1,0,0,3 +colbrgr01,2001,1,ARI,NL,59,97,12,28,8,0,4,18,0,0,9,14,0,4,0,0,5 +colemmi01,2001,1,NYA,AL,12,38,5,8,0,0,1,7,0,1,0,15,0,0,0,1,0 +collilo01,2001,1,MIL,NL,50,127,19,32,8,1,2,14,5,1,17,30,0,1,1,2,0 +colomje01,2001,1,TBA,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +colonba01,2001,1,CLE,AL,34,7,0,1,0,0,0,0,0,0,0,5,0,0,0,0,0 +coneda01,2001,1,BOS,AL,25,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +coninje01,2001,1,BAL,AL,139,524,75,163,23,2,14,97,12,8,64,75,6,5,0,8,12 +contija01,2001,1,ARI,NL,5,4,1,1,0,0,0,0,0,0,1,2,0,0,0,0,0 +cookde01,2001,1,NYN,NL,43,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cookde01,2001,2,PHI,NL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +coolbmi01,2001,1,MIL,NL,39,70,10,14,6,0,2,7,0,0,5,16,0,2,0,0,3 +coomero01,2001,1,CHN,NL,111,349,25,91,19,1,8,53,0,0,29,70,1,2,0,6,23 +coopebr01,2001,1,ANA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +coppiro01,2001,1,MIL,NL,8,5,0,0,0,0,0,1,0,0,0,1,0,0,1,0,0 +coraal01,2001,1,LAN,NL,134,405,38,88,18,3,4,29,0,2,31,58,6,8,3,2,16 +cordefr01,2001,1,TEX,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cordewi01,2001,1,CLE,AL,89,268,30,67,11,1,4,21,0,0,22,50,2,4,2,3,8 +cordoma01,2001,1,CLE,AL,122,409,61,123,20,2,20,69,0,3,23,81,0,8,0,2,9 +coreyma02,2001,1,NYN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cormirh01,2001,1,PHI,NL,60,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cornena01,2001,1,DET,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cotahu01,2001,1,PIT,NL,7,9,0,2,0,0,0,1,0,0,0,5,0,0,0,0,0 +counscr01,2001,1,ARI,NL,141,458,76,126,22,3,4,38,6,8,61,76,3,2,6,6,9 +coxst01,2001,1,TBA,AL,108,342,37,88,22,0,12,51,2,2,24,75,0,10,0,2,11 +crabtti01,2001,1,TEX,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +crawfpa02,2001,1,BOS,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +credejo01,2001,1,CHA,AL,17,50,1,11,1,1,0,7,1,0,3,11,0,1,0,1,1 +creekdo01,2001,1,TBA,AL,66,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +crespce01,2001,1,SDN,NL,55,153,27,32,6,0,4,12,6,2,25,50,0,0,1,0,2 +crespfe01,2001,1,SFN,NL,40,66,8,13,1,0,4,10,1,1,7,26,1,2,1,2,2 +crespfe01,2001,2,PHI,NL,33,41,1,7,3,1,0,5,0,0,4,8,0,0,0,2,0 +cressja01,2001,1,MIN,AL,44,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cromedt01,2001,1,CIN,NL,50,57,7,16,3,0,5,12,0,0,3,19,0,0,0,3,0 +cruzde01,2001,1,DET,AL,110,414,39,106,28,1,7,52,4,1,17,46,0,4,1,2,13 +cruzja01,2001,1,CLE,AL,28,68,12,15,4,0,3,11,0,2,5,23,0,3,0,0,3 +cruzja01,2001,2,COL,NL,44,76,7,16,1,0,1,7,0,2,10,27,0,1,1,2,1 +cruzjo02,2001,1,TOR,AL,146,577,92,158,38,4,34,88,32,5,45,138,4,1,2,2,8 +cruzju02,2001,1,CHN,NL,11,16,0,2,0,0,0,1,0,0,0,5,0,0,2,0,1 +cruzne01,2001,1,HOU,NL,66,6,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +cubilda01,2001,1,MON,NL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cuddymi01,2001,1,MIN,AL,8,18,1,4,2,0,0,1,1,0,2,6,0,0,0,0,1 +cummimi01,2001,1,ARI,NL,20,20,1,6,1,0,0,1,0,0,0,4,0,0,0,1,2 +cunnawi01,2001,1,MIL,NL,32,7,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +curtich01,2001,1,TEX,AL,38,115,24,29,3,0,3,10,7,1,14,21,0,1,0,0,3 +custja01,2001,1,ARI,NL,3,2,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0 +daalom01,2001,1,PHI,NL,32,55,7,13,1,0,0,5,0,0,1,10,0,0,7,0,4 +dalesma01,2001,1,CHA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +damicje01,2001,1,MIL,NL,10,15,0,1,0,1,0,0,0,0,2,5,0,0,0,0,0 +damonjo01,2001,1,OAK,AL,155,644,108,165,34,4,9,49,27,12,61,70,1,5,5,4,7 +darenvi01,2001,1,FLO,NL,59,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +darrmi02,2001,1,SDN,NL,105,289,36,80,13,1,2,34,6,2,39,72,3,1,0,2,8 +daubabr01,2001,1,BOS,AL,122,407,54,107,28,3,22,71,1,0,53,108,7,5,1,6,10 +davanje02,2001,1,ANA,AL,40,88,7,17,2,1,5,9,1,3,11,29,0,0,0,1,1 +davenjo01,2001,1,COL,NL,7,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +daveyto01,2001,1,SDN,NL,39,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +davisbe01,2001,1,SDN,NL,138,448,56,107,20,0,11,57,4,4,66,112,5,4,1,7,13 +davisdo02,2001,1,TEX,AL,30,3,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +daviser01,2001,1,SFN,NL,74,156,17,32,7,3,4,22,1,1,13,38,0,1,0,1,4 +daviska01,2001,1,COL,NL,57,5,0,0,0,0,0,0,0,0,0,5,0,0,0,0,0 +davisla01,2001,1,CIN,NL,21,33,3,4,1,0,0,2,0,0,0,15,0,0,4,0,0 +davisru01,2001,1,SFN,NL,53,167,16,43,13,1,7,17,1,0,17,49,2,1,2,2,5 +dejeami01,2001,1,MIL,NL,75,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +delarto01,2001,1,MON,NL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +delgaca01,2001,1,TOR,AL,162,574,102,160,31,1,39,102,3,0,111,136,22,16,0,3,9 +delgawi01,2001,1,KCA,AL,14,25,1,3,0,0,0,1,0,0,3,10,0,0,0,0,1 +delluda01,2001,1,ARI,NL,115,217,28,60,10,2,10,40,2,1,22,52,4,2,0,0,2 +delosva01,2001,1,MIL,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dempsry01,2001,1,FLO,NL,34,61,1,3,1,0,0,0,0,0,1,29,0,0,16,0,0 +derosma01,2001,1,ATL,NL,66,164,27,47,8,0,3,20,2,1,12,19,6,5,1,2,3 +deshide01,2001,1,BAL,AL,58,188,29,37,8,2,3,21,11,1,31,42,1,1,1,1,3 +deshide01,2001,2,CHN,NL,68,163,26,45,9,3,2,16,12,1,28,35,0,0,3,1,5 +desseel01,2001,1,CIN,NL,35,57,3,11,1,0,0,2,0,0,3,12,0,0,10,0,0 +dewitma01,2001,1,TOR,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +diazei01,2001,1,CLE,AL,134,437,54,121,34,1,4,56,1,2,17,44,0,16,8,0,11 +dickera01,2001,1,TEX,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +difelmi01,2001,1,TBA,AL,48,149,13,31,5,1,2,9,1,1,8,39,0,3,2,2,3 +difelmi01,2001,2,ARI,NL,12,21,1,1,0,0,0,1,0,0,0,10,0,1,1,0,0 +dingmcr01,2001,1,COL,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +donnech01,2001,1,LAN,NL,66,88,8,15,2,0,3,8,0,0,12,25,2,1,0,0,2 +doteloc01,2001,1,HOU,NL,61,11,0,1,0,0,0,0,0,0,0,5,0,0,1,0,0 +douglse01,2001,1,BAL,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dranske01,2001,1,TEX,AL,4,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dreifda01,2001,1,LAN,NL,16,33,4,5,2,0,1,2,1,0,1,20,0,0,3,0,0 +dresery01,2001,1,CLE,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +drewjd01,2001,1,SLN,NL,109,375,80,121,18,5,27,73,13,3,57,75,4,4,3,4,6 +drewti01,2001,1,CLE,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +duceyro01,2001,1,PHI,NL,30,27,4,6,1,0,1,4,0,0,6,11,0,0,1,0,0 +duceyro01,2001,2,MON,NL,27,46,6,11,2,0,2,8,0,1,10,14,0,1,1,1,0 +duchsju01,2001,1,TEX,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +duckwbr01,2001,1,PHI,NL,11,22,1,5,1,0,0,1,0,0,2,4,0,0,2,0,1 +duncaco01,2001,1,CHN,NL,36,3,1,0,0,0,0,1,0,0,2,1,0,0,0,0,0 +dunnad01,2001,1,CIN,NL,66,244,54,64,18,1,19,43,4,2,38,74,2,4,0,0,4 +dunstsh01,2001,1,SFN,NL,88,186,26,52,10,3,9,25,3,1,2,32,0,2,2,1,2 +dunwoto01,2001,1,CHN,NL,33,61,6,13,4,0,1,3,0,1,3,14,0,0,0,0,0 +durazer01,2001,1,ARI,NL,92,175,34,47,11,0,12,38,0,0,28,49,1,2,0,2,1 +durbich01,2001,1,KCA,AL,29,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +durhara01,2001,1,CHA,AL,152,611,104,163,42,10,20,65,23,10,64,110,3,4,6,6,10 +duvalmi01,2001,1,MIN,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dyeje01,2001,1,KCA,AL,97,367,50,100,14,0,13,47,7,1,30,68,3,6,1,6,2 +dyeje01,2001,2,OAK,AL,61,232,41,69,17,1,13,59,2,0,27,44,3,1,0,5,6 +easleda01,2001,1,DET,AL,154,585,77,146,27,7,11,65,10,5,52,90,3,13,4,4,10 +eatonad01,2001,1,SDN,NL,23,38,3,4,1,0,0,2,1,0,4,12,0,0,2,0,0 +echevan01,2001,1,MIL,NL,75,133,12,34,11,0,5,13,0,1,8,29,0,3,0,1,2 +eckstda01,2001,1,ANA,AL,153,582,82,166,26,2,4,41,29,4,43,60,0,21,16,2,11 +edmonji01,2001,1,SLN,NL,150,500,95,152,38,1,30,110,5,5,93,136,12,4,1,10,8 +eischjo01,2001,1,MON,NL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +elartsc01,2001,1,HOU,NL,20,30,1,2,0,0,0,2,0,0,1,8,0,3,5,0,1 +elartsc01,2001,2,COL,NL,4,8,0,1,0,0,0,0,0,0,0,2,0,0,0,0,1 +eldreca01,2001,1,CHA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ellisro02,2001,1,ARI,NL,19,26,2,4,0,0,0,1,0,0,1,12,0,0,1,0,0 +embreal01,2001,1,SFN,NL,22,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +embreal01,2001,2,CHA,AL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +encarju01,2001,1,DET,AL,120,417,52,101,19,7,12,52,9,5,25,93,1,6,5,4,9 +encarma01,2001,1,COL,NL,20,62,3,14,1,0,0,3,2,1,5,14,0,0,0,0,3 +erdosto01,2001,1,BOS,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +erstada01,2001,1,ANA,AL,157,631,89,163,35,1,9,63,24,10,62,113,7,10,1,7,8 +escobal01,2001,1,NYN,NL,18,50,3,10,1,0,3,8,1,0,3,19,0,0,0,0,1 +escobke01,2001,1,TOR,AL,59,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +estalbo02,2001,1,SFN,NL,29,93,11,19,5,1,3,10,0,0,11,28,2,1,0,0,2 +estalbo02,2001,2,NYA,AL,3,4,1,0,0,0,0,0,0,0,1,2,0,1,0,0,0 +estessh01,2001,1,SFN,NL,27,42,2,3,0,0,0,1,0,0,3,11,0,0,6,1,1 +estraho01,2001,1,COL,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +estrajo01,2001,1,PHI,NL,89,298,26,68,15,0,8,37,0,0,16,32,6,4,2,4,15 +eusebto01,2001,1,HOU,NL,59,154,16,39,8,0,5,14,0,0,17,34,3,3,0,0,2 +everead01,2001,1,HOU,NL,9,3,1,0,0,0,0,0,1,0,0,1,0,0,0,0,0 +evereca01,2001,1,BOS,AL,102,409,61,105,24,4,14,58,9,2,27,104,3,13,0,0,3 +eyresc01,2001,1,TOR,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fabrejo01,2001,1,ANA,AL,53,148,9,33,4,2,2,16,0,0,3,15,0,0,4,2,5 +farnsky01,2001,1,CHN,NL,76,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +fasansa01,2001,1,OAK,AL,11,21,2,1,0,0,0,0,0,0,1,12,0,1,0,0,1 +fasansa01,2001,2,KCA,AL,3,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1 +fasansa01,2001,3,COL,NL,25,63,10,16,5,0,3,9,0,0,4,19,0,3,2,0,1 +fasseje01,2001,1,CHN,NL,82,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +febleca01,2001,1,KCA,AL,79,292,45,69,9,2,8,25,5,2,22,58,0,1,1,1,7 +felizpe01,2001,1,SFN,NL,94,220,23,50,9,1,7,22,2,1,10,50,2,2,3,3,5 +fernaja01,2001,1,CIN,NL,5,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fernajo01,2001,1,ANA,AL,13,25,1,2,1,0,0,0,0,1,2,10,0,0,0,0,0 +fernaos01,2001,1,CIN,NL,20,19,1,1,0,0,0,0,0,0,1,8,0,0,3,0,0 +fernato01,2001,1,MIL,NL,28,64,6,18,0,0,1,3,1,2,7,9,0,0,1,0,1 +fernato01,2001,2,TOR,AL,48,59,5,18,4,0,1,12,0,1,1,8,0,1,0,1,2 +fettemi01,2001,1,LAN,NL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fettemi01,2001,2,PIT,NL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fickro01,2001,1,DET,AL,124,401,62,109,21,2,19,61,0,3,39,62,3,4,0,4,10 +figuelu01,2001,1,PIT,NL,4,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +figuene01,2001,1,PHI,NL,19,24,4,6,1,0,0,1,0,0,1,11,0,0,1,0,0 +fikacje01,2001,1,SDN,NL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +filebo01,2001,1,TOR,AL,60,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +finlech01,2001,1,CLE,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +finlest01,2001,1,ARI,NL,140,495,66,136,27,4,14,73,11,7,47,67,9,1,2,3,8 +fioreto01,2001,1,TBA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fioreto01,2001,2,MIN,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +flahejo01,2001,1,TBA,AL,78,248,20,59,17,1,4,29,1,0,10,33,1,1,5,1,9 +fletcda01,2001,1,TOR,AL,134,416,36,94,20,0,11,56,0,1,24,43,4,6,1,6,18 +floribr01,2001,1,BOS,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +floydcl01,2001,1,FLO,NL,149,555,123,176,44,4,31,103,18,3,59,101,19,10,0,5,9 +foggjo01,2001,1,CHA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +forbepj01,2001,1,PHI,NL,3,7,1,2,0,0,0,1,0,0,0,2,0,0,0,0,0 +fordybr01,2001,1,BAL,AL,95,292,30,61,18,0,5,19,1,2,21,56,1,3,3,1,7 +fossuca01,2001,1,BOS,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fosteke01,2001,1,TEX,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fostekr01,2001,1,BAL,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +foulkke01,2001,1,CHA,AL,72,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +foxan01,2001,1,FLO,NL,54,81,8,15,0,1,3,7,1,0,15,17,1,2,0,0,2 +foxch02,2001,1,MIL,NL,65,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +francjo01,2001,1,NYN,NL,58,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +francju01,2001,1,ATL,NL,25,90,13,27,4,0,3,11,0,0,10,20,1,1,0,0,3 +frankry01,2001,1,SEA,AL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +frankwa01,2001,1,HOU,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +frascjo01,2001,1,TOR,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +freelry01,2001,1,TOR,AL,9,22,1,6,1,0,0,3,2,1,1,4,0,1,0,0,0 +fryeje01,2001,1,TOR,AL,74,175,24,43,6,1,2,15,2,1,12,18,0,3,4,0,2 +frymatr01,2001,1,CLE,AL,98,334,34,88,15,0,3,38,1,2,30,63,1,3,0,3,8 +fuentbr01,2001,1,SEA,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fullmbr01,2001,1,TOR,AL,146,522,71,143,31,2,18,83,5,2,38,88,8,6,0,7,13 +fultzaa01,2001,1,SFN,NL,66,5,1,2,0,0,0,0,0,0,0,0,0,0,0,0,0 +furcara01,2001,1,ATL,NL,79,324,39,89,19,0,4,30,22,6,24,56,1,1,4,6,5 +fyhrimi01,2001,1,CHN,NL,15,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fyhrimi01,2001,2,OAK,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gagneer01,2001,1,LAN,NL,33,44,3,6,2,1,1,2,0,1,1,13,0,0,6,0,2 +galaran01,2001,1,TEX,AL,72,243,33,57,16,0,10,34,1,0,18,68,1,9,0,1,9 +galaran01,2001,2,SFN,NL,49,156,17,45,12,1,7,35,0,3,13,49,1,3,0,2,3 +gandagu01,2001,1,MIL,NL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gantro01,2001,1,COL,NL,59,171,31,44,8,2,8,22,3,1,24,56,2,0,2,2,0 +gantro01,2001,2,OAK,AL,34,81,15,21,5,1,2,13,2,0,11,24,0,0,0,1,0 +garceri01,2001,1,BOS,AL,62,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1 +garcifr02,2001,1,SEA,AL,34,7,0,1,0,0,0,0,0,0,0,4,0,0,2,0,0 +garcije01,2001,1,ATL,NL,22,5,3,1,0,0,0,0,6,2,0,1,0,0,1,0,0 +garcika01,2001,1,CLE,AL,20,45,8,14,3,0,5,9,0,0,3,13,0,1,0,1,1 +garcino01,2001,1,BOS,AL,21,83,13,24,3,0,4,8,0,1,7,9,0,1,0,0,1 +gardnma01,2001,1,SFN,NL,23,21,1,0,0,0,0,1,0,0,1,8,0,0,4,0,0 +garlajo01,2001,1,CHA,AL,35,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +georgch02,2001,1,KCA,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +giambja01,2001,1,OAK,AL,154,520,109,178,47,2,38,120,2,0,129,83,24,13,0,9,17 +giambje01,2001,1,OAK,AL,124,371,64,105,26,0,12,57,0,1,63,83,1,4,3,2,13 +gibboja01,2001,1,BAL,AL,73,225,27,53,10,0,15,36,0,1,17,39,0,4,0,0,7 +gilbe01,2001,1,ANA,AL,104,260,33,77,15,4,8,39,3,4,14,57,0,0,2,2,6 +gilesbr02,2001,1,PIT,NL,160,576,116,178,37,7,37,95,13,6,90,67,14,4,0,4,10 +gilesma01,2001,1,ATL,NL,68,244,36,64,10,2,9,31,2,5,28,37,0,0,1,0,8 +gilge01,2001,1,BAL,AL,17,58,3,17,2,0,0,6,0,0,5,7,0,2,1,0,1 +gilkebe01,2001,1,ATL,NL,69,106,8,29,6,0,2,14,0,1,11,31,0,1,0,3,4 +ginteke01,2001,1,HOU,NL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gintema01,2001,1,CHA,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gipsoch01,2001,1,SEA,AL,94,64,16,14,2,2,0,5,1,1,4,20,0,2,1,1,2 +girarjo01,2001,1,CHN,NL,78,229,22,58,10,1,3,25,0,1,21,50,4,0,2,1,2 +glanvdo01,2001,1,PHI,NL,153,634,74,166,24,3,14,55,28,6,19,91,1,4,10,7,7 +glaustr01,2001,1,ANA,AL,161,588,100,147,38,2,41,108,10,3,107,158,7,6,0,7,16 +glavito02,2001,1,ATL,NL,35,57,4,8,2,0,0,2,0,0,4,21,0,0,17,0,0 +glovega01,2001,1,CHA,AL,46,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +glynnry01,2001,1,TEX,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gomeswa01,2001,1,PHI,NL,42,1,0,1,0,0,0,1,0,0,1,0,0,0,0,0,0 +gomeswa01,2001,2,SFN,NL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gomezch02,2001,1,SDN,NL,40,112,6,21,3,0,0,7,1,0,9,14,0,0,2,2,5 +gomezch02,2001,2,TBA,AL,58,189,31,57,16,0,8,36,3,0,8,24,0,2,4,3,4 +gonzaal01,2001,1,TOR,AL,154,636,79,161,25,5,17,76,18,11,43,149,0,7,7,10,16 +gonzaal02,2001,1,FLO,NL,145,515,57,129,36,1,9,48,2,2,30,107,6,10,3,3,13 +gonzadi01,2001,1,NYN,NL,16,20,1,2,0,0,0,0,0,0,1,4,0,0,1,0,0 +gonzaju03,2001,1,CLE,AL,140,532,97,173,34,1,35,140,1,0,41,94,5,6,0,16,18 +gonzalu01,2001,1,ARI,NL,162,609,128,198,36,7,57,142,1,1,100,83,24,14,0,5,14 +gonzara01,2001,1,CIN,NL,11,14,0,3,0,0,0,0,0,0,1,3,0,0,0,0,0 +gonzawi01,2001,1,SDN,NL,64,160,16,44,6,0,8,27,2,0,11,28,1,4,0,1,3 +goodwto01,2001,1,LAN,NL,105,286,51,66,8,5,4,22,22,8,23,58,0,0,1,2,3 +gordoto01,2001,1,CHN,NL,47,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gracema01,2001,1,ARI,NL,145,476,66,142,31,2,15,78,1,0,67,36,6,4,1,5,7 +graffto01,2001,1,CHA,AL,74,145,23,44,9,0,2,15,4,1,16,29,0,1,4,3,4 +graveda01,2001,1,CIN,NL,66,4,1,1,0,0,1,2,0,0,0,2,0,0,0,0,0 +grebecr01,2001,1,BOS,AL,23,41,1,2,1,0,0,2,0,0,2,9,0,0,0,0,0 +greensh01,2001,1,LAN,NL,161,619,121,184,31,4,49,125,20,4,72,107,10,5,0,5,10 +greenst01,2001,1,ANA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +greento02,2001,1,NYA,AL,35,96,9,20,4,0,1,11,0,0,3,21,0,1,0,0,3 +greerru01,2001,1,TEX,AL,62,245,38,67,23,0,7,29,1,2,27,32,1,1,1,5,5 +grievbe01,2001,1,TBA,AL,154,542,72,143,30,2,11,72,7,1,87,159,2,8,0,2,13 +griffke02,2001,1,CIN,NL,111,364,57,104,20,2,22,65,2,0,44,72,6,4,1,4,8 +grillja01,2001,1,FLO,NL,6,7,1,2,0,0,1,2,0,0,0,2,0,0,2,0,0 +grimsja01,2001,1,KCA,AL,73,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grissma02,2001,1,LAN,NL,135,448,56,99,17,1,21,60,7,5,16,107,0,2,0,2,12 +groombu01,2001,1,BAL,AL,70,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grudzma01,2001,1,LAN,NL,133,539,83,146,21,3,13,55,4,4,28,83,0,11,3,5,9 +guarded01,2001,1,MIN,AL,67,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guerrvl01,2001,1,MON,NL,159,599,107,184,45,4,34,108,37,16,60,88,24,9,0,3,24 +guerrwi01,2001,1,CIN,NL,60,142,16,48,5,1,1,8,5,2,3,17,0,0,2,0,1 +guillca01,2001,1,SEA,AL,140,456,72,118,21,4,5,53,4,1,53,89,0,1,7,6,9 +guilljo01,2001,1,TBA,AL,41,135,14,37,5,0,3,11,2,3,6,26,2,3,0,1,2 +gulanmi01,2001,1,FLO,NL,6,6,1,0,0,0,0,0,0,0,2,2,0,0,0,0,0 +guthrma01,2001,1,OAK,AL,54,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gutieri01,2001,1,CHN,NL,147,528,76,153,23,3,10,66,4,3,40,56,0,10,17,11,13 +guzmacr01,2001,1,MIN,AL,118,493,80,149,28,14,10,51,25,8,21,78,0,5,8,0,6 +guzmaed01,2001,1,SFN,NL,61,115,8,28,6,0,3,7,0,0,5,16,2,0,0,1,2 +guzmage01,2001,1,ARI,NL,4,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +gwynnto01,2001,1,SDN,NL,71,102,5,33,9,1,1,17,1,0,10,9,1,0,0,0,1 +hackmlu01,2001,1,SLN,NL,35,1,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0 +hairsje02,2001,1,BAL,AL,159,532,63,124,25,5,8,47,29,11,44,73,0,13,9,4,12 +halamjo01,2001,1,SEA,AL,31,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +hallaro01,2001,1,TOR,AL,17,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +hallto02,2001,1,TBA,AL,49,188,28,56,16,0,4,30,2,2,4,16,0,3,0,1,5 +haltesh01,2001,1,DET,AL,136,450,53,128,32,7,12,65,3,3,37,100,2,7,7,6,14 +hamilda02,2001,1,NYN,NL,52,126,15,27,7,1,1,5,3,1,19,20,3,2,2,2,2 +hamiljo02,2001,1,TOR,AL,22,3,0,1,1,0,0,1,0,0,0,1,0,0,0,0,0 +hamiljo02,2001,2,CIN,NL,4,5,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +hammoje01,2001,1,MIL,NL,49,174,20,43,11,1,6,21,5,3,14,42,1,4,0,2,2 +hamptmi01,2001,1,COL,NL,43,79,20,23,2,0,7,16,0,1,2,21,0,0,5,0,1 +hanseda01,2001,1,LAN,NL,92,140,13,33,10,0,2,20,0,1,32,29,5,0,0,3,3 +harnipe01,2001,1,CIN,NL,8,11,2,3,1,0,0,0,0,0,0,5,0,0,1,0,0 +harpetr01,2001,1,TBA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +harrile01,2001,1,NYN,NL,110,135,12,30,5,1,0,9,3,2,8,9,0,0,0,0,3 +harriwi01,2001,1,BAL,AL,9,24,3,3,1,0,0,0,0,0,0,7,0,0,1,0,0 +harveke01,2001,1,KCA,AL,4,12,1,3,1,0,0,2,0,1,0,4,0,0,0,0,1 +harvich01,2001,1,OAK,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hasegsh01,2001,1,ANA,AL,46,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +haselbi01,2001,1,TEX,AL,47,130,12,37,6,0,3,25,0,1,8,27,0,1,1,0,5 +hattesc01,2001,1,BOS,AL,94,278,34,68,19,0,3,25,1,1,33,26,0,4,0,1,7 +hawkila01,2001,1,MIN,AL,62,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hayesch01,2001,1,HOU,NL,31,50,4,10,2,0,0,4,0,0,7,16,1,0,0,1,1 +hayneji01,2001,1,MIL,NL,32,52,5,8,2,0,0,0,0,0,2,16,0,0,5,0,0 +helliri01,2001,1,TEX,AL,34,4,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +helmswe01,2001,1,ATL,NL,100,216,28,48,10,3,10,36,1,1,21,56,2,1,0,1,3 +heltoto01,2001,1,COL,NL,159,587,132,197,54,2,49,146,7,5,98,104,15,5,1,5,14 +henderi01,2001,1,SDN,NL,123,379,70,86,17,3,8,42,25,7,81,84,0,3,0,2,8 +henrydo01,2001,1,KCA,AL,53,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hentgpa01,2001,1,BAL,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +heredfe01,2001,1,CHN,NL,48,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +heredgi01,2001,1,OAK,AL,24,3,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +hergema01,2001,1,LAN,NL,75,9,0,4,0,0,0,1,0,0,0,3,0,0,1,0,0 +hermach01,2001,1,PIT,NL,22,55,5,9,1,0,2,5,0,1,1,18,0,0,0,0,0 +hermadu01,2001,1,SLN,NL,34,62,2,5,1,0,0,3,0,0,2,30,0,0,5,0,1 +hernaad01,2001,1,NYA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hernaal01,2001,1,PIT,NL,7,11,0,1,0,0,0,0,0,0,0,2,0,0,0,0,1 +hernaca03,2001,1,HOU,NL,3,5,0,1,0,0,0,0,0,0,0,2,0,0,1,0,0 +hernajo01,2001,1,MIL,NL,152,542,67,135,26,2,25,78,5,4,39,185,8,2,5,4,9 +hernali01,2001,1,SFN,NL,35,81,7,24,4,0,1,8,0,0,0,4,0,0,4,0,4 +hernaor01,2001,1,NYA,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hernara02,2001,1,OAK,AL,136,453,55,115,25,0,15,60,1,1,37,68,3,6,9,4,10 +hernaro01,2001,1,KCA,AL,63,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +herndju01,2001,1,SDN,NL,12,12,0,0,0,0,0,0,0,0,0,11,0,0,1,0,0 +hiattph01,2001,1,LAN,NL,30,50,6,12,3,0,2,6,0,0,3,19,1,0,0,0,0 +hidalri01,2001,1,HOU,NL,146,512,70,141,29,3,19,80,3,5,54,107,3,16,0,11,15 +higgibo02,2001,1,DET,AL,147,541,84,150,28,6,17,71,20,12,80,65,3,2,1,9,8 +hiljuer01,2001,1,OAK,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hillesh02,2001,1,BOS,AL,139,468,52,123,20,2,12,49,3,4,13,61,3,7,1,4,12 +hillgl01,2001,1,ANA,AL,16,66,4,9,0,0,1,2,0,0,0,20,0,0,0,0,3 +hillke01,2001,1,TBA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hinchaj01,2001,1,KCA,AL,45,121,10,19,3,0,6,15,1,1,8,26,1,3,1,1,5 +hinchbr01,2001,1,NYN,NL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +hitchst01,2001,1,SDN,NL,3,8,1,1,0,0,0,1,0,0,0,6,0,0,0,0,0 +hitchst01,2001,2,NYA,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hockide01,2001,1,MIN,AL,112,327,34,82,16,2,3,25,6,1,29,67,1,2,4,1,7 +hoffmtr01,2001,1,SDN,NL,62,4,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +hollato01,2001,1,COL,NL,33,117,21,43,15,1,6,19,5,0,8,20,2,0,0,0,1 +hollida01,2001,1,CLE,AL,2,5,0,1,0,0,0,0,0,0,1,2,0,0,1,0,0 +holtch01,2001,1,DET,AL,30,4,0,1,1,0,0,0,0,0,0,3,0,0,0,0,0 +holtzmi01,2001,1,ANA,AL,63,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hoovepa01,2001,1,TBA,AL,3,4,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +houstty01,2001,1,MIL,NL,75,235,36,68,7,0,12,38,0,0,18,62,1,1,2,0,3 +howrybo01,2001,1,CHA,AL,69,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hubbami01,2001,1,TEX,AL,5,11,1,3,1,0,1,1,0,0,0,4,0,0,0,0,0 +hubbatr01,2001,1,KCA,AL,5,12,2,3,0,1,0,0,0,0,0,2,0,0,0,0,0 +huckake01,2001,1,ARI,NL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +hudsoti01,2001,1,OAK,AL,36,8,1,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +huffau01,2001,1,TBA,AL,111,411,42,102,25,1,8,45,1,3,23,72,2,0,0,0,18 +hundlto01,2001,1,CHN,NL,79,246,23,46,10,0,12,31,0,0,25,89,0,3,0,2,7 +huntebr02,2001,1,PHI,NL,83,145,22,40,6,0,2,16,14,3,16,25,0,0,3,2,3 +hunteto01,2001,1,MIN,AL,148,564,82,147,32,5,27,92,9,6,29,125,0,8,1,1,12 +hutchch01,2001,1,SLN,NL,3,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hyzduad01,2001,1,PIT,NL,51,72,7,15,1,0,5,9,0,1,4,18,0,1,0,0,1 +ibanera01,2001,1,KCA,AL,104,279,44,78,11,5,13,54,0,2,32,51,2,0,0,1,6 +ingebr01,2001,1,DET,AL,79,189,13,34,11,0,0,15,1,4,9,41,0,0,2,2,2 +irabuhi01,2001,1,MON,NL,3,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +isrinja01,2001,1,OAK,AL,65,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +izturce01,2001,1,TOR,AL,46,134,19,36,6,2,2,9,8,1,2,15,0,0,4,0,0 +jacksda04,2001,1,SDN,NL,122,440,67,106,21,6,4,38,23,6,44,128,2,6,2,3,6 +jacksmi02,2001,1,HOU,NL,67,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jacksry01,2001,1,DET,AL,79,118,19,25,4,2,2,11,3,1,5,26,0,1,2,0,1 +jahajo01,2001,1,OAK,AL,12,45,2,4,3,0,0,8,0,0,6,15,0,0,0,1,3 +jamesmi01,2001,1,SLN,NL,40,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jarvike01,2001,1,SDN,NL,34,61,8,11,3,0,1,10,0,1,5,20,0,1,5,2,2 +javiest01,2001,1,SEA,AL,89,281,44,82,14,1,4,33,11,1,36,47,1,2,3,1,8 +jenkige01,2001,1,MIL,NL,105,397,60,105,21,1,20,63,4,2,36,120,7,8,0,5,11 +jennija01,2001,1,COL,NL,7,15,2,4,1,0,1,2,0,0,1,3,0,0,1,0,0 +jenniro01,2001,1,OAK,AL,20,52,4,13,3,0,0,4,0,0,2,6,0,0,0,1,0 +jenniro01,2001,2,COL,NL,1,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +jenniro01,2001,3,CIN,NL,27,77,10,22,5,2,3,14,0,0,5,11,1,0,0,0,0 +jensema01,2001,1,BOS,AL,1,4,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +jensema01,2001,2,TEX,AL,11,25,0,4,1,0,0,2,0,0,0,9,0,0,0,0,1 +jensery01,2001,1,SFN,NL,10,12,0,2,0,0,0,2,0,0,1,3,0,0,0,0,0 +jeterde01,2001,1,NYA,AL,150,614,110,191,35,3,21,74,27,3,56,99,3,10,5,1,13 +jimenda01,2001,1,SDN,NL,86,308,45,85,19,0,3,33,2,3,39,68,4,0,0,2,9 +jimenjo01,2001,1,COL,NL,56,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jodiebr01,2001,1,NYA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jodiebr01,2001,2,SDN,NL,7,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +johnsad01,2001,1,MIN,AL,7,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1 +johnsbr01,2001,1,LAN,NL,3,4,0,1,0,0,0,1,0,0,0,1,0,0,0,0,0 +johnsch04,2001,1,FLO,NL,128,451,51,117,32,0,18,75,0,0,38,133,2,4,0,3,8 +johnsja02,2001,1,BAL,AL,32,3,0,1,0,0,0,0,0,0,1,2,0,0,0,0,0 +johnsjo08,2001,1,TEX,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnsma01,2001,1,NYN,NL,71,118,17,30,6,1,6,23,0,2,16,31,1,0,0,2,0 +johnsma02,2001,1,CHA,AL,61,173,21,43,6,1,5,18,2,1,23,31,1,2,10,3,5 +johnsmi02,2001,1,MON,NL,10,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +johnsni01,2001,1,NYA,AL,23,67,6,13,2,0,2,8,0,0,7,15,0,4,0,0,3 +johnsra05,2001,1,ARI,NL,35,80,2,8,0,0,0,2,0,0,3,38,0,1,7,0,3 +johnsru01,2001,1,TBA,AL,85,248,32,73,19,2,4,33,2,2,34,57,0,1,4,1,2 +jonesan01,2001,1,ATL,NL,161,625,104,157,25,2,34,104,11,4,56,142,3,3,0,9,10 +jonesbo03,2001,1,SDN,NL,33,57,5,8,2,0,0,1,0,0,3,18,0,0,2,0,1 +jonesch06,2001,1,ATL,NL,159,572,113,189,33,5,38,102,9,10,98,82,20,2,0,5,13 +jonesja04,2001,1,MIN,AL,149,475,57,131,25,0,14,49,12,9,39,92,2,3,2,0,10 +joneste02,2001,1,MON,NL,30,77,8,20,5,0,0,2,3,0,2,11,0,0,0,0,2 +jonesto02,2001,1,DET,AL,45,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jonesto02,2001,2,MIN,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jordabr01,2001,1,ATL,NL,148,560,82,165,32,3,25,97,3,2,31,88,3,6,0,8,18 +jordake01,2001,1,PHI,NL,68,113,9,27,5,0,1,13,0,0,14,21,2,0,0,0,1 +joynewa01,2001,1,ANA,AL,53,148,14,36,5,1,3,14,1,1,13,18,0,0,0,0,3 +juddmi01,2001,1,TBA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +juddmi01,2001,2,TEX,AL,4,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +juliojo01,2001,1,BAL,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +justida01,2001,1,NYA,AL,111,381,58,92,16,1,18,51,1,2,54,83,5,0,0,4,6 +kaplega01,2001,1,TEX,AL,134,483,77,129,29,1,17,72,23,6,61,70,2,3,2,7,10 +karnuja01,2001,1,SLN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +karroer01,2001,1,LAN,NL,121,438,42,103,22,0,15,63,3,1,41,101,2,3,0,3,15 +karsast01,2001,1,CLE,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +karsast01,2001,2,ATL,NL,43,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +keislra01,2001,1,NYA,AL,10,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kendaja01,2001,1,PIT,NL,157,606,84,161,22,2,10,53,13,14,44,48,4,20,0,2,18 +kennead01,2001,1,ANA,AL,137,478,48,129,25,3,6,40,12,7,27,71,3,11,7,9,7 +kennejo04,2001,1,TBA,AL,20,4,1,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +kentje01,2001,1,SFN,NL,159,607,84,181,49,6,22,106,7,6,65,96,4,11,0,13,11 +kieltbo01,2001,1,MIN,AL,37,104,8,26,8,0,2,14,3,0,8,25,2,1,0,5,2 +kiescbr01,2001,1,COL,NL,35,42,5,10,2,1,3,9,0,0,3,13,0,0,0,0,1 +kileda01,2001,1,SLN,NL,34,71,5,9,4,0,1,4,0,0,5,33,0,0,5,0,0 +kimby01,2001,1,ARI,NL,78,6,0,1,0,0,0,2,0,0,0,2,0,0,0,0,0 +kimsu01,2001,1,BOS,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kingra01,2001,1,MIL,NL,82,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +kingsge01,2001,1,BAL,AL,3,4,0,0,0,0,0,0,1,1,0,2,0,0,0,0,0 +kingsge01,2001,2,SEA,AL,10,15,4,5,0,0,0,1,2,0,2,2,0,1,0,0,1 +kinkami01,2001,1,BAL,AL,61,160,19,44,5,0,4,16,2,1,14,31,0,3,0,0,8 +kleskry01,2001,1,SDN,NL,146,538,105,154,34,6,30,113,23,4,88,89,7,3,0,9,16 +klinest02,2001,1,SLN,NL,89,2,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +knighbr01,2001,1,NYA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +knoblch01,2001,1,NYA,AL,137,521,66,130,20,3,9,44,38,9,58,73,1,14,5,2,10 +knorrra01,2001,1,MON,NL,34,91,13,20,2,0,3,10,0,0,8,22,0,1,2,1,4 +knotter01,2001,1,ARI,NL,3,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +knottga01,2001,1,FLO,NL,2,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +kochbi01,2001,1,TOR,AL,69,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kohlmry01,2001,1,BAL,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kolbbr01,2001,1,MIL,NL,10,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kolbda01,2001,1,TEX,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +konerpa01,2001,1,CHA,AL,156,582,92,164,35,0,32,99,1,0,54,89,6,9,0,5,17 +koplomi01,2001,1,ARI,NL,9,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +koskico01,2001,1,MIN,AL,153,562,100,155,37,2,26,103,27,6,68,118,9,12,0,7,16 +kotsama01,2001,1,SDN,NL,119,406,67,118,29,1,10,58,13,5,48,58,1,2,1,3,11 +kreutch01,2001,1,LAN,NL,73,191,21,41,11,1,6,17,0,0,41,52,2,1,0,1,5 +lakerti01,2001,1,CLE,AL,16,33,5,6,0,0,1,5,0,0,6,8,0,0,1,0,1 +lambmi01,2001,1,TEX,AL,76,284,42,87,18,0,4,35,2,1,14,27,1,5,1,2,6 +lampkto01,2001,1,SEA,AL,79,204,28,46,10,0,5,22,1,0,18,41,1,7,1,1,4 +lankfra01,2001,1,SLN,NL,91,264,38,62,18,3,15,39,4,2,44,105,8,2,1,3,4 +lankfra01,2001,2,SDN,NL,40,125,20,36,10,1,4,19,6,0,18,40,1,2,0,0,2 +lansimi01,2001,1,BOS,AL,106,352,45,88,23,0,8,34,3,3,22,50,1,1,4,3,7 +larkiba01,2001,1,CIN,NL,45,156,29,40,12,0,2,17,3,2,27,25,2,2,0,0,2 +larsobr01,2001,1,CIN,NL,14,33,2,4,2,0,0,1,0,0,2,10,0,0,0,0,1 +larueja01,2001,1,CIN,NL,121,364,39,86,21,2,12,43,3,3,27,106,4,9,1,2,11 +lathach01,2001,1,TOR,AL,43,73,12,20,3,1,2,10,4,1,10,28,1,1,0,0,1 +lawrebr02,2001,1,SDN,NL,27,26,0,3,2,0,0,3,0,0,0,7,0,0,2,1,0 +lawtoma02,2001,1,MIN,AL,103,376,71,110,25,0,10,51,19,6,63,46,6,3,0,2,14 +lawtoma02,2001,2,NYN,NL,48,183,24,45,11,1,3,13,10,2,22,34,0,8,0,0,2 +leachja01,2001,1,SFN,NL,8,10,0,1,0,0,0,1,0,0,2,3,0,0,0,0,0 +lecroma01,2001,1,MIN,AL,15,40,6,17,5,0,3,12,0,1,0,8,0,1,0,1,0 +ledeeri01,2001,1,TEX,AL,78,242,33,56,21,1,2,36,3,3,23,58,0,3,1,3,3 +leeca01,2001,1,CHA,AL,150,558,75,150,33,3,24,84,17,7,38,85,2,6,1,2,15 +leeda01,2001,1,SDN,NL,41,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +leede02,2001,1,FLO,NL,158,561,83,158,37,4,21,75,4,2,50,126,1,8,0,6,18 +leetr01,2001,1,PHI,NL,157,555,75,143,34,2,20,90,3,4,71,109,5,4,1,9,15 +leiteal01,2001,1,NYN,NL,29,62,2,4,0,1,0,3,0,0,2,28,0,0,0,0,0 +leitema01,2001,1,MIL,NL,20,7,0,1,0,0,0,0,0,0,0,4,0,0,0,0,0 +leskacu01,2001,1,MIL,NL,70,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +levinal01,2001,1,ANA,AL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +levisje01,2001,1,MIL,NL,12,33,6,8,2,0,0,3,0,0,3,7,0,0,0,0,1 +levraal01,2001,1,MIL,NL,32,33,1,2,0,0,0,1,0,0,1,14,0,0,6,1,0 +lewisda01,2001,1,BOS,AL,82,164,18,46,9,1,1,12,5,5,8,25,0,3,5,0,2 +lewisma01,2001,1,CLE,AL,6,13,1,1,0,0,0,0,0,0,0,4,0,0,0,0,0 +lidleco01,2001,1,OAK,AL,29,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +liebejo01,2001,1,CHN,NL,35,76,3,12,2,0,0,2,0,0,2,22,0,0,9,0,2 +liebemi01,2001,1,PHI,NL,34,121,21,28,8,0,2,11,0,0,12,21,2,3,0,0,2 +liefeje01,2001,1,CHA,AL,83,254,36,65,13,0,18,39,0,1,20,69,1,2,1,2,6 +ligteke01,2001,1,ATL,NL,53,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lillyte01,2001,1,NYA,AL,26,1,0,0,0,0,0,0,0,0,0,1,0,0,2,0,0 +limajo01,2001,1,HOU,NL,14,16,0,0,0,0,0,0,0,0,0,5,0,0,1,0,0 +limajo01,2001,2,DET,AL,18,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +lincomi01,2001,1,PIT,NL,31,4,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0 +linebsc01,2001,1,HOU,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lirafe01,2001,1,MON,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +littlma01,2001,1,COL,NL,51,85,18,29,6,0,3,13,5,2,1,20,1,4,0,0,0 +lloydgr01,2001,1,MON,NL,84,2,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +loaizes01,2001,1,TOR,AL,36,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lockhke01,2001,1,ATL,NL,104,178,17,39,6,0,3,12,1,2,16,22,1,2,2,1,1 +loducpa01,2001,1,LAN,NL,125,460,71,147,28,0,25,90,2,4,39,30,2,6,5,9,11 +loeweca01,2001,1,SDN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +loftoja01,2001,1,BOS,AL,8,26,1,5,1,0,0,1,2,1,1,4,0,0,0,1,1 +loftoke01,2001,1,CLE,AL,133,517,91,135,21,4,14,66,16,8,47,69,1,2,5,5,8 +lohseky01,2001,1,MIN,AL,19,5,0,2,1,0,0,1,0,0,0,2,0,0,0,0,0 +loiseri01,2001,1,PIT,NL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +longte01,2001,1,OAK,AL,162,629,90,178,37,4,12,85,9,3,52,103,8,0,0,6,17 +loopebr01,2001,1,FLO,NL,71,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +lopezal02,2001,1,TBA,AL,20,5,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +lopezal02,2001,2,ARI,NL,13,24,0,1,0,0,0,0,0,0,2,10,0,1,2,0,1 +lopezfe01,2001,1,TOR,AL,49,177,21,46,5,4,5,23,4,3,12,39,1,0,1,2,2 +lopezja01,2001,1,ATL,NL,128,438,45,117,16,1,17,66,1,0,28,82,3,10,1,5,12 +lopezlu02,2001,1,MIL,NL,92,222,22,60,8,3,4,18,0,1,14,44,2,5,5,1,6 +lopezlu03,2001,1,TOR,AL,41,119,10,29,4,0,3,10,0,0,8,16,1,0,1,0,10 +lopezme01,2001,1,HOU,NL,10,15,3,4,0,0,1,3,0,0,2,4,0,1,0,0,0 +lopezme01,2001,2,PIT,NL,22,43,5,10,3,1,0,4,0,0,4,16,1,0,0,1,0 +loretma01,2001,1,MIL,NL,102,384,40,111,14,2,2,29,1,2,28,46,0,7,7,3,6 +lowede01,2001,1,BOS,AL,67,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +lowelmi01,2001,1,FLO,NL,146,551,65,156,37,0,18,100,1,2,43,79,3,10,0,10,9 +lowese01,2001,1,CHA,AL,45,3,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +lugoju01,2001,1,HOU,NL,140,513,93,135,20,3,10,37,12,11,46,116,0,5,15,7,7 +lukasma01,2001,1,ANA,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lunarfe01,2001,1,BAL,AL,64,167,8,41,7,0,0,16,0,0,7,32,0,3,2,1,8 +lundqda01,2001,1,SDN,NL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lyonbr01,2001,1,TOR,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mabryjo01,2001,1,SLN,NL,5,7,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +mabryjo01,2001,2,FLO,NL,82,147,14,32,7,0,6,20,1,0,13,44,1,5,0,2,6 +macdomi01,2001,1,KCA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +macharo01,2001,1,CHN,NL,52,135,13,30,10,0,2,13,0,0,7,26,3,1,3,0,4 +maciajo01,2001,1,DET,AL,137,488,62,131,24,6,8,51,21,6,32,54,0,3,8,3,7 +mackoro01,2001,1,PIT,NL,83,214,30,57,15,2,4,21,4,3,15,52,5,3,2,3,3 +macrasc01,2001,1,CIN,NL,24,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +maddugr01,2001,1,ATL,NL,35,64,3,12,0,0,0,3,0,0,2,19,0,2,13,0,1 +madurca01,2001,1,BAL,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +magadda01,2001,1,SDN,NL,91,128,12,32,7,0,1,12,0,0,12,20,0,1,0,1,1 +mageewe01,2001,1,DET,AL,90,207,26,44,11,4,5,17,3,0,23,44,1,1,1,1,8 +magnami01,2001,1,OAK,AL,65,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +magruch01,2001,1,TEX,AL,17,29,3,5,0,0,0,1,0,0,1,5,0,1,0,0,1 +mahayro01,2001,1,CHN,NL,17,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +mahompa01,2001,1,TEX,AL,56,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +mannji01,2001,1,HOU,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mantema01,2001,1,ARI,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +manzajo01,2001,1,PIT,NL,71,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +marquja01,2001,1,ATL,NL,40,31,3,1,0,0,0,0,0,0,2,10,0,0,2,0,0 +marreel01,2001,1,SLN,NL,86,203,37,54,11,3,6,23,6,3,15,36,2,0,3,3,4 +marteda01,2001,1,PIT,NL,23,4,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +martial03,2001,1,SEA,AL,100,283,41,68,15,2,7,42,9,3,37,59,4,2,0,2,2 +martida01,2001,1,ATL,NL,120,237,33,68,11,3,2,20,3,3,21,44,0,1,0,0,10 +martied01,2001,1,SEA,AL,132,470,80,144,40,1,23,116,4,1,93,90,9,9,0,9,11 +martife01,2001,1,TBA,AL,77,219,24,54,13,1,1,14,6,5,10,46,0,5,3,1,8 +martipe02,2001,1,BOS,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +martira02,2001,1,PIT,NL,4,5,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +martira03,2001,1,SFN,NL,128,391,48,99,18,3,5,37,1,2,38,52,6,5,6,6,11 +martisa01,2001,1,MON,NL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1 +martiti02,2001,1,NYA,AL,154,589,89,165,24,2,34,113,1,2,42,89,2,2,0,2,12 +martito02,2001,1,NYN,NL,14,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +mateohe01,2001,1,MON,NL,5,9,1,3,1,0,0,0,0,0,0,1,0,0,0,0,0 +mateoru01,2001,1,TEX,AL,40,129,18,32,5,2,1,13,1,0,9,28,0,6,1,2,4 +mathemi01,2001,1,SLN,NL,121,381,40,83,12,0,7,42,0,1,28,76,5,4,8,3,11 +mathetj01,2001,1,OAK,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mathetj01,2001,2,SLN,NL,10,3,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +matoslu01,2001,1,BAL,AL,31,98,16,21,7,0,4,12,7,0,11,30,0,1,2,0,1 +mattetr01,2001,1,MON,NL,8,15,4,7,1,0,0,1,0,0,0,2,0,0,1,0,1 +matthga02,2001,1,CHN,NL,106,258,41,56,9,1,9,30,5,3,38,55,2,1,5,0,4 +matthga02,2001,2,PIT,NL,46,147,22,36,6,1,5,14,3,2,22,45,0,0,0,1,4 +matthmi01,2001,1,SLN,NL,52,17,2,2,0,0,1,1,0,0,0,4,0,0,1,0,0 +maureda01,2001,1,SDN,NL,3,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +maxweja01,2001,1,MIN,AL,39,68,4,13,4,0,1,10,2,0,9,23,2,0,1,0,1 +maynebr01,2001,1,COL,NL,49,160,15,53,7,0,0,20,0,0,16,24,3,0,0,3,4 +maynebr01,2001,2,KCA,AL,51,166,13,40,4,1,2,20,1,2,10,17,2,1,0,3,8 +maysjo01,2001,1,MIN,AL,34,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +mccarda01,2001,1,KCA,AL,98,200,26,50,10,0,7,26,0,0,24,45,1,1,1,4,8 +mccraqu01,2001,1,MIN,AL,24,64,7,14,2,2,0,3,0,1,5,13,0,0,1,0,2 +mcdilal01,2001,1,BOS,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcdondo01,2001,1,NYA,AL,5,3,0,1,0,0,0,0,0,0,0,2,0,0,1,0,0 +mcdonjo03,2001,1,CLE,AL,17,22,1,2,1,0,0,0,0,0,1,7,0,1,1,0,0 +mcdonke01,2001,1,SLN,NL,2,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1 +mcelrch01,2001,1,BAL,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcelrch01,2001,2,SDN,NL,31,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +mcewijo01,2001,1,NYN,NL,116,283,41,80,17,3,8,30,8,5,17,57,0,10,6,3,2 +mcgrifr01,2001,1,TBA,AL,97,343,40,109,18,0,19,61,1,1,40,69,9,0,0,2,7 +mcgrifr01,2001,2,CHN,NL,49,170,27,48,7,2,12,41,0,1,26,37,4,3,0,2,6 +mcguiry01,2001,1,FLO,NL,48,54,8,10,2,0,1,8,1,0,7,15,0,0,0,2,0 +mcgwima01,2001,1,SLN,NL,97,299,48,56,4,0,29,64,0,0,56,118,3,3,0,6,7 +mcknito01,2001,1,HOU,NL,3,7,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +mcknito01,2001,2,PIT,NL,12,17,0,0,0,0,0,0,0,0,2,9,0,0,4,0,0 +mclemma01,2001,1,SEA,AL,125,409,78,117,16,9,5,57,39,7,69,84,0,0,3,6,6 +mcmilbi01,2001,1,DET,AL,20,34,1,3,1,0,1,4,0,0,2,12,0,1,0,0,1 +mcmilbi01,2001,2,OAK,AL,20,58,6,17,7,1,0,10,1,0,5,13,0,1,0,1,0 +meachru01,2001,1,TBA,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +meadobr01,2001,1,KCA,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mearepa01,2001,1,PIT,NL,87,270,27,57,11,1,4,25,0,2,10,45,3,2,1,1,9 +mecirji01,2001,1,OAK,AL,54,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +melhuad01,2001,1,COL,NL,40,71,5,13,2,0,1,8,1,0,6,18,0,0,0,2,3 +mendedo01,2001,1,SDN,NL,46,118,11,18,2,1,1,5,1,2,5,37,2,3,1,0,2 +mendora01,2001,1,NYA,AL,56,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +menecfr01,2001,1,OAK,AL,139,471,82,114,22,2,12,60,2,3,79,97,0,19,3,6,13 +mercahe01,2001,1,CIN,NL,56,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +mercejo02,2001,1,BAL,AL,33,5,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +merceor01,2001,1,HOU,NL,94,137,19,36,6,1,6,29,5,1,14,32,1,1,0,1,3 +merlolo01,2001,1,BOS,AL,52,146,21,39,10,0,3,13,2,1,6,31,0,3,2,2,6 +mesajo01,2001,1,PHI,NL,71,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +meyerch02,2001,1,CHN,NL,18,17,1,2,0,0,0,0,0,1,2,5,0,4,0,0,0 +miadiba01,2001,1,ANA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +micelda01,2001,1,FLO,NL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +micelda01,2001,2,COL,NL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +michach01,2001,1,TOR,AL,24,3,0,1,0,1,0,0,0,0,0,1,0,0,2,0,0 +michach01,2001,2,TEX,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +michaja01,2001,1,PHI,NL,6,6,0,1,0,0,0,1,0,0,0,2,0,0,0,0,0 +middlja01,2001,1,SDN,NL,4,7,0,1,0,0,0,1,0,0,0,6,0,0,0,0,0 +mientdo01,2001,1,MIN,AL,151,543,77,166,39,1,15,74,2,6,67,92,6,9,0,7,10 +millake01,2001,1,FLO,NL,144,449,62,141,39,5,20,85,0,0,39,70,2,5,0,2,8 +milleco01,2001,1,CIN,NL,17,49,5,9,2,0,3,7,1,0,4,16,0,2,0,2,1 +milleda02,2001,1,ARI,NL,123,380,45,103,19,0,13,47,0,1,35,80,9,4,4,2,9 +millema01,2001,1,DET,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +milletr01,2001,1,MIN,AL,45,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +millewa04,2001,1,HOU,NL,32,66,6,11,2,0,0,1,0,0,2,20,0,0,10,0,0 +millsal01,2001,1,BAL,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +millwke01,2001,1,ATL,NL,21,43,3,4,0,0,0,2,0,0,1,16,0,0,1,0,1 +miltoer01,2001,1,MIN,AL,35,2,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +minorda01,2001,1,SFN,NL,19,45,3,7,1,0,0,3,0,0,3,8,1,0,0,0,1 +minorry01,2001,1,MON,NL,55,95,10,15,2,0,2,13,0,1,9,31,0,1,0,2,3 +mirabdo01,2001,1,TEX,AL,23,49,4,5,2,0,2,3,0,0,10,21,0,0,0,0,1 +mirabdo01,2001,2,BOS,AL,54,141,16,38,8,0,9,26,0,0,17,36,2,4,1,2,2 +mlickda01,2001,1,DET,AL,15,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +mlickda01,2001,2,HOU,NL,19,26,2,3,0,0,0,0,0,0,0,10,0,0,4,0,0 +moehlbr01,2001,1,DET,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +moellch01,2001,1,ARI,NL,25,56,8,13,0,1,1,2,0,0,6,12,1,0,1,0,2 +mohlemi01,2001,1,ARI,NL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mohrdu01,2001,1,MIN,AL,20,51,6,12,2,0,0,4,1,1,5,17,0,0,0,1,0 +molinbe01,2001,1,ANA,AL,96,325,31,85,11,0,6,40,0,1,16,51,3,8,2,4,8 +molinjo01,2001,1,ANA,AL,15,37,8,10,3,0,2,4,0,0,3,8,0,0,2,0,2 +mondera01,2001,1,TOR,AL,149,572,88,144,26,4,27,84,30,11,73,128,3,6,0,2,13 +monrocr01,2001,1,TEX,AL,27,52,8,11,1,0,2,5,2,0,6,18,0,0,0,0,1 +mooretr01,2001,1,ATL,NL,2,1,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0 +morame01,2001,1,BAL,AL,128,436,49,109,28,0,7,48,11,4,41,91,2,14,5,7,6 +mordemi01,2001,1,MON,NL,96,254,28,71,17,2,3,32,2,2,19,53,1,1,1,2,6 +morenju02,2001,1,TEX,AL,45,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +morgami01,2001,1,ARI,NL,31,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +morrima01,2001,1,SLN,NL,34,72,5,10,2,0,0,5,0,0,2,33,0,0,11,0,0 +morriwa02,2001,1,PIT,NL,48,103,6,21,6,0,2,11,2,3,3,9,0,2,0,1,2 +mossda01,2001,1,ATL,NL,5,1,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +motagu01,2001,1,MON,NL,53,3,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +mottoch01,2001,1,FLO,NL,5,7,1,0,0,0,0,1,0,0,2,2,0,0,0,1,0 +moutoja01,2001,1,MIL,NL,75,138,20,34,8,0,2,10,7,3,11,40,0,6,3,0,1 +moutoly01,2001,1,FLO,NL,21,17,1,1,0,0,0,1,0,0,0,7,0,0,0,0,0 +moyerja01,2001,1,SEA,AL,33,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +muellbi02,2001,1,CHN,NL,70,210,38,62,12,1,6,23,1,1,37,19,3,3,4,3,4 +muldema01,2001,1,OAK,AL,34,5,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +mulhote01,2001,1,PIT,NL,22,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +mulhote01,2001,2,LAN,NL,19,6,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +mullesc01,2001,1,KCA,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +munozbo01,2001,1,MON,NL,15,11,0,0,0,0,0,0,0,0,0,6,0,0,0,0,0 +munsoer01,2001,1,DET,AL,17,66,4,10,3,1,1,6,0,1,3,21,0,0,0,0,2 +murraca01,2001,1,SFN,NL,106,326,54,80,14,2,6,25,8,8,32,57,0,3,3,0,5 +murrahe01,2001,1,DET,AL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mussimi01,2001,1,NYA,AL,34,7,0,1,0,0,0,1,0,0,0,2,0,0,0,0,0 +myersgr01,2001,1,BAL,AL,25,74,11,20,2,0,4,18,0,0,8,17,0,0,0,0,3 +myersgr01,2001,2,OAK,AL,33,87,13,16,1,0,7,13,0,0,13,21,1,0,0,0,2 +myersmi01,2001,1,COL,NL,73,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +myersro01,2001,1,SDN,NL,37,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +myettaa01,2001,1,TEX,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nagych01,2001,1,CLE,AL,15,1,1,1,0,0,0,0,0,0,0,0,0,0,1,0,0 +neaglde01,2001,1,COL,NL,30,56,6,11,4,0,2,9,0,0,2,12,0,1,8,1,0 +nealbl01,2001,1,FLO,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nelsoje01,2001,1,SEA,AL,69,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nelsojo01,2001,1,ATL,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nenro01,2001,1,SFN,NL,79,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +neugeni01,2001,1,MIL,NL,2,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +nevinph01,2001,1,SDN,NL,149,546,97,167,31,0,41,126,4,4,71,147,7,4,0,3,13 +newhada01,2001,1,PHI,NL,7,6,2,2,1,0,0,1,0,0,1,0,0,0,0,1,0 +nichtch01,2001,1,CIN,NL,36,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +nichtch01,2001,2,COL,NL,7,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +nickldo01,2001,1,PHI,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nievejo01,2001,1,ANA,AL,29,53,5,13,3,1,2,3,0,1,2,20,0,2,2,0,1 +nitkocj01,2001,1,DET,AL,56,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nitkocj01,2001,2,NYN,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nixontr01,2001,1,BOS,AL,148,535,100,150,31,4,27,88,7,4,79,113,1,7,6,6,8 +nomohi01,2001,1,BOS,AL,33,5,0,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +nortogr01,2001,1,COL,NL,117,225,30,60,13,2,13,40,1,0,19,65,2,0,0,2,6 +nunezab01,2001,1,PIT,NL,115,301,30,79,11,4,1,21,8,2,28,53,1,1,4,1,0 +nunezjo02,2001,1,LAN,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nunezjo02,2001,2,SDN,NL,56,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +nunezvl01,2001,1,FLO,NL,52,9,1,1,0,0,0,0,0,0,1,4,0,0,2,0,0 +ochoaal01,2001,1,CIN,NL,90,349,48,101,20,4,7,35,12,9,24,53,0,2,2,2,3 +ochoaal01,2001,2,COL,NL,58,187,25,47,10,3,1,17,5,4,21,23,0,2,2,2,7 +offerjo01,2001,1,BOS,AL,128,524,76,140,23,3,9,49,5,2,61,97,2,1,3,5,9 +ohkato01,2001,1,BOS,AL,12,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +ohkato01,2001,2,MON,NL,10,15,1,3,0,0,0,1,0,0,0,6,0,0,3,0,0 +ohmanwi01,2001,1,CHN,NL,11,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +ojedaau01,2001,1,CHN,NL,78,144,16,29,5,1,1,12,1,0,12,20,1,2,2,2,2 +oleartr01,2001,1,BOS,AL,104,341,50,82,16,6,13,50,1,3,25,73,2,5,0,5,9 +olerujo01,2001,1,SEA,AL,159,572,91,173,32,1,21,95,3,1,94,70,19,5,1,7,21 +olivaom01,2001,1,PIT,NL,47,27,3,6,2,0,1,6,0,0,0,10,0,0,0,0,0 +oliveda02,2001,1,TEX,AL,28,6,0,2,1,0,0,0,0,0,0,2,0,0,2,0,0 +olivejo01,2001,1,NYA,AL,12,36,3,9,1,0,1,2,0,0,1,12,0,0,2,1,0 +olivejo01,2001,2,BOS,AL,5,12,1,3,1,0,0,1,0,0,1,3,0,0,0,0,0 +olsenke01,2001,1,FLO,NL,4,3,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +olsongr01,2001,1,LAN,NL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +oneilpa01,2001,1,NYA,AL,137,510,77,136,33,1,21,70,22,3,48,59,4,2,0,3,20 +ordazlu01,2001,1,KCA,AL,28,56,8,14,3,0,0,4,0,0,3,8,0,1,2,1,1 +ordonma01,2001,1,CHA,AL,160,593,97,181,40,1,31,113,25,7,70,70,7,5,0,3,14 +ordonre01,2001,1,NYN,NL,149,461,31,114,24,4,3,44,3,2,34,43,17,1,7,2,17 +oropeed01,2001,1,PHI,NL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +oroscje01,2001,1,LAN,NL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ortegbi01,2001,1,SLN,NL,5,5,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +ortizda01,2001,1,MIN,AL,89,303,46,71,17,1,18,48,1,0,40,68,8,1,1,2,6 +ortizhe01,2001,1,KCA,AL,56,154,12,38,6,1,0,11,1,3,9,24,0,1,2,0,5 +ortizjo02,2001,1,OAK,AL,11,42,4,7,0,0,0,3,1,0,3,5,0,0,0,1,4 +ortizjo02,2001,2,COL,NL,53,204,38,52,8,1,13,35,3,1,14,36,0,4,1,1,5 +ortizra01,2001,1,ANA,AL,32,7,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +ortizru01,2001,1,SFN,NL,33,67,6,13,6,0,0,6,0,0,5,19,0,0,8,1,1 +osikke01,2001,1,PIT,NL,56,120,9,25,4,0,2,13,1,0,13,24,0,3,0,1,1 +ostinji01,2001,1,SDN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +osunaan01,2001,1,CHA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +oswalro01,2001,1,HOU,NL,28,47,3,9,1,0,0,3,0,0,1,12,0,0,3,0,0 +overbly01,2001,1,ARI,NL,2,2,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +owenser01,2001,1,FLO,NL,119,400,51,101,16,1,5,28,8,6,29,59,2,0,4,1,13 +padilvi01,2001,1,PHI,NL,23,3,1,1,1,0,0,0,0,0,1,2,0,0,1,0,0 +paintla01,2001,1,TOR,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +paintla01,2001,2,MIL,NL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +palmede01,2001,1,DET,AL,57,216,34,48,11,0,11,40,4,1,27,59,0,3,0,0,3 +palmeor01,2001,1,ANA,AL,104,230,29,56,10,1,2,23,6,6,25,24,2,3,7,5,3 +palmera01,2001,1,TEX,AL,160,600,98,164,33,0,47,123,1,1,101,90,8,7,0,6,8 +paniajo01,2001,1,SEA,AL,60,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +paquecr01,2001,1,SLN,NL,123,340,47,96,17,0,15,64,3,1,18,67,1,5,5,2,11 +parkch01,2001,1,LAN,NL,36,69,6,10,3,0,0,4,0,0,5,22,0,0,7,0,1 +parkech01,2001,1,NYA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +paronch01,2001,1,BAL,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +parquji01,2001,1,CHA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +parrijo01,2001,1,BAL,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +parrist01,2001,1,TOR,AL,19,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +patteco01,2001,1,CHN,NL,59,131,26,29,3,0,4,14,4,0,6,33,0,3,2,3,1 +patteda04,2001,1,DET,AL,60,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +patteja01,2001,1,DET,AL,13,41,6,11,1,1,2,4,0,1,0,4,0,2,0,0,2 +pauljo01,2001,1,CHA,AL,57,139,20,37,11,0,3,18,6,2,13,25,0,0,1,1,3 +pavanca01,2001,1,MON,NL,8,13,0,1,0,0,0,0,0,0,0,5,0,0,1,0,0 +paytoja01,2001,1,NYN,NL,104,361,44,92,16,1,8,34,4,3,18,52,1,5,0,2,11 +penaan01,2001,1,LAN,NL,22,54,3,11,1,0,1,2,0,0,1,17,0,0,2,1,0 +penaca01,2001,1,TEX,AL,22,62,6,16,4,1,3,12,0,0,10,17,0,0,0,0,1 +penael01,2001,1,MIL,NL,15,40,5,9,2,0,0,6,2,0,6,6,0,1,0,1,3 +pennybr01,2001,1,FLO,NL,31,62,5,10,1,1,0,1,0,0,1,19,0,0,3,0,0 +percitr01,2001,1,ANA,AL,57,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +perezed02,2001,1,ATL,NL,5,10,0,3,0,0,0,0,0,0,0,2,0,0,0,0,0 +perezne01,2001,1,COL,NL,87,382,65,114,19,8,7,47,6,2,16,49,1,0,4,1,8 +perezne01,2001,2,KCA,AL,49,199,18,48,7,1,1,12,3,4,10,19,0,1,7,3,2 +perezod01,2001,1,ATL,NL,24,26,1,5,1,0,0,1,0,0,0,6,0,1,2,0,1 +perezro01,2001,1,NYA,AL,6,15,1,4,1,0,0,0,0,1,1,7,0,0,0,0,0 +perezro01,2001,2,MIL,NL,2,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +perezsa01,2001,1,SDN,NL,43,81,13,16,1,0,0,4,5,1,15,29,0,0,0,1,0 +perezti01,2001,1,NYN,NL,85,239,26,59,9,1,5,22,1,6,12,25,0,2,6,1,1 +perezto03,2001,1,PHI,NL,62,135,11,41,7,1,3,19,0,1,7,22,1,2,1,0,2 +perisma01,2001,1,DET,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +perryhe01,2001,1,CHA,AL,92,285,38,73,21,1,7,32,2,2,23,55,1,7,0,1,11 +persoro01,2001,1,PHI,NL,33,67,4,8,1,0,2,6,0,0,3,36,0,0,5,0,0 +peterch01,2001,1,MON,NL,13,11,1,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +peterky01,2001,1,MIL,NL,3,5,1,1,1,0,0,1,0,0,0,1,0,0,0,0,0 +petkoma01,2001,1,TEX,AL,55,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +petribe01,2001,1,COL,NL,85,244,41,58,15,3,11,39,3,3,31,67,3,3,1,3,5 +pettian01,2001,1,NYA,AL,31,4,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +pettyad01,2001,1,DET,AL,16,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +phelpjo01,2001,1,TOR,AL,8,12,3,0,0,0,0,1,1,0,2,5,0,0,0,0,1 +phelptr01,2001,1,TBA,AL,49,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +phillja04,2001,1,NYN,NL,6,7,2,1,1,0,0,0,0,0,0,1,0,0,0,0,0 +piattad01,2001,1,OAK,AL,36,95,9,20,5,1,0,6,0,0,13,26,0,0,1,2,5 +piazzmi01,2001,1,NYN,NL,141,503,81,151,29,0,36,94,0,2,67,87,19,2,0,1,20 +pichahi01,2001,1,BOS,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pickeca01,2001,1,CIN,NL,4,4,0,1,0,0,0,1,0,0,0,2,0,0,0,0,0 +pickeca01,2001,2,BOS,AL,17,50,4,14,1,0,3,7,0,0,8,13,0,0,0,0,4 +pierrju01,2001,1,COL,NL,156,617,108,202,26,11,2,55,46,17,41,29,1,10,14,1,6 +piersch01,2001,1,CIN,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pierzaj01,2001,1,MIN,AL,114,381,51,110,33,2,7,55,1,7,16,57,4,4,1,3,7 +pinedlu01,2001,1,DET,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pineijo01,2001,1,SEA,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +plesada01,2001,1,TOR,AL,62,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +podsesc01,2001,1,SEA,AL,5,6,1,1,0,1,0,3,0,0,0,1,0,0,0,0,1 +polanpl01,2001,1,SLN,NL,144,564,87,173,26,4,3,38,12,3,25,43,0,6,14,1,22 +politcl01,2001,1,PHI,NL,23,2,1,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +ponsosi01,2001,1,BAL,AL,23,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +portebo03,2001,1,TEX,AL,48,87,18,20,4,2,1,6,3,2,9,34,0,0,0,2,1 +posadjo01,2001,1,NYA,AL,138,484,59,134,28,1,22,95,2,6,62,132,10,6,0,5,10 +potelo01,2001,1,ANA,AL,44,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +powelbr01,2001,1,HOU,NL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +powelda01,2001,1,SFN,NL,13,6,5,2,0,0,0,0,0,0,0,0,0,0,0,0,0 +powelja04,2001,1,HOU,NL,35,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +powelja04,2001,2,COL,NL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +prattto02,2001,1,NYN,NL,45,80,6,13,5,0,2,4,1,0,15,36,1,2,0,1,4 +prattto02,2001,2,PHI,NL,35,93,12,19,3,0,2,7,0,0,19,25,2,1,1,0,2 +pridecu01,2001,1,MON,NL,36,76,8,19,3,1,1,9,3,2,9,22,0,2,0,0,4 +prietar01,2001,1,TBA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +princto01,2001,1,MIN,AL,64,196,19,43,4,1,7,23,3,1,12,39,0,6,0,1,5 +prinzbr01,2001,1,ARI,NL,46,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +prokolu01,2001,1,LAN,NL,30,36,1,7,1,0,0,0,0,0,0,13,0,0,7,0,0 +pujolal01,2001,1,SLN,NL,161,590,112,194,47,4,37,130,1,3,69,93,6,9,1,7,21 +pulsibi01,2001,1,BOS,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pulsibi01,2001,2,CHA,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +puntoni01,2001,1,PHI,NL,4,5,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0 +quantpa01,2001,1,TOR,AL,80,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +queveru01,2001,1,MIL,NL,10,16,1,4,0,0,0,1,0,0,0,8,0,0,4,0,0 +quinnma01,2001,1,KCA,AL,118,453,57,122,31,2,17,60,9,5,12,69,1,7,0,1,16 +radinsc01,2001,1,CLE,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +radkebr01,2001,1,MIN,AL,33,4,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0 +raineti01,2001,1,MON,NL,47,78,13,24,8,1,0,4,1,0,18,6,0,0,0,1,2 +raineti01,2001,2,BAL,AL,4,11,1,3,0,0,1,5,0,0,0,3,0,0,0,1,0 +raineti02,2001,1,BAL,AL,7,23,6,4,2,0,0,0,3,0,3,8,0,0,1,0,0 +ramirar01,2001,1,PIT,NL,158,603,83,181,40,0,34,112,5,4,40,100,4,8,0,4,9 +ramirju01,2001,1,CHA,AL,22,37,2,3,0,0,0,1,2,0,2,15,0,0,0,0,0 +ramirma02,2001,1,BOS,AL,142,529,93,162,33,2,41,125,0,1,81,147,25,8,0,2,9 +randajo01,2001,1,KCA,AL,151,581,59,147,34,2,13,83,3,2,42,80,2,6,1,6,15 +ransoco01,2001,1,SFN,NL,9,7,1,0,0,0,0,0,0,0,0,5,0,0,0,0,0 +rapppa01,2001,1,ANA,AL,31,5,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +reamebr01,2001,1,MON,NL,41,17,2,2,0,0,1,2,0,0,4,8,0,0,3,0,1 +rebouje01,2001,1,LAN,NL,94,214,35,57,15,2,3,22,0,1,33,48,1,1,5,0,3 +redditi01,2001,1,HOU,NL,13,14,0,3,0,0,0,1,0,0,0,11,0,0,2,0,0 +redmama01,2001,1,MIN,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +redmama01,2001,2,DET,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +redmati01,2001,1,PIT,NL,37,125,8,28,4,1,1,4,3,5,4,25,0,0,0,1,2 +redmomi01,2001,1,FLO,NL,48,141,19,44,4,0,4,14,0,0,13,13,4,2,1,1,6 +reedri01,2001,1,NYN,NL,20,40,2,5,1,0,0,4,0,0,1,15,0,0,4,1,0 +reedri01,2001,2,MIN,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reedst01,2001,1,CLE,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reedst01,2001,2,ATL,NL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reesepo01,2001,1,CIN,NL,133,428,50,96,20,2,9,40,25,4,34,82,4,3,5,4,7 +reichda01,2001,1,KCA,AL,27,5,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +reithbr01,2001,1,CIN,NL,9,12,0,3,0,0,0,2,1,0,0,4,0,0,0,0,0 +reitsch01,2001,1,CIN,NL,38,48,3,5,1,0,0,1,0,0,2,24,0,1,7,0,1 +rekarbr01,2001,1,TBA,AL,25,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +relafde01,2001,1,NYN,NL,120,301,43,91,27,0,8,36,13,5,27,65,1,5,2,5,4 +remlimi01,2001,1,ATL,NL,75,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +renteed01,2001,1,SLN,NL,141,493,54,128,19,3,10,57,17,4,39,73,4,3,8,6,15 +reyesal01,2001,1,LAN,NL,19,3,1,1,0,0,0,0,0,0,0,1,0,0,1,0,0 +reyesde01,2001,1,CIN,NL,36,11,0,2,0,0,0,0,0,0,0,6,0,0,0,0,0 +reynoar02,2001,1,ARI,NL,9,10,0,1,1,0,0,2,0,0,0,3,0,0,3,0,0 +reynosh01,2001,1,HOU,NL,28,52,4,4,0,0,1,4,0,0,1,26,0,0,10,0,0 +rhodear01,2001,1,SEA,AL,72,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +richach01,2001,1,BAL,AL,136,483,74,128,31,3,15,61,11,9,45,100,4,8,2,4,15 +riedljo01,2001,1,CIN,NL,29,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +rigdopa01,2001,1,MIL,NL,15,20,1,4,0,0,0,1,0,0,0,3,0,0,5,0,0 +riggaje01,2001,1,NYN,NL,35,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +riggsad01,2001,1,SDN,NL,12,36,2,7,1,0,0,1,1,1,2,8,0,0,0,0,1 +rijojo01,2001,1,CIN,NL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rincoju01,2001,1,MIN,AL,4,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +rincori01,2001,1,CLE,AL,67,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +riosar01,2001,1,SFN,NL,93,316,38,82,17,3,14,49,3,2,34,73,6,0,1,2,2 +riosar01,2001,2,PIT,NL,2,3,0,1,0,0,0,1,0,0,2,1,0,0,0,1,1 +ripkeca01,2001,1,BAL,AL,128,477,43,114,16,0,14,68,0,2,26,63,1,2,2,9,15 +riskeda01,2001,1,CLE,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ritchto01,2001,1,PIT,NL,34,59,1,9,2,0,0,3,0,0,3,27,0,0,8,0,1 +rivaslu01,2001,1,MIN,AL,153,563,70,150,21,6,7,47,31,11,40,99,0,6,5,5,15 +riverju01,2001,1,NYA,AL,3,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +riverma01,2001,1,NYA,AL,71,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rivermi02,2001,1,DET,AL,4,12,2,4,2,0,0,1,0,0,0,2,0,0,0,0,0 +riverru01,2001,1,CIN,NL,117,263,37,67,13,1,10,34,6,3,21,83,1,5,0,1,7 +roberbr01,2001,1,BAL,AL,75,273,42,69,12,3,2,17,12,3,13,36,0,0,3,3,3 +roberda07,2001,1,CLE,AL,15,12,3,4,1,0,0,2,0,1,1,2,0,0,0,0,0 +robergr01,2001,1,NYN,NL,16,3,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +roberwi01,2001,1,BAL,AL,46,4,0,1,0,0,0,0,0,0,0,3,0,0,1,0,0 +robinke02,2001,1,SLN,NL,114,186,34,53,6,1,1,15,11,2,12,20,0,2,4,3,1 +rockejo01,2001,1,ATL,NL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rockejo01,2001,2,CLE,AL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodrial01,2001,1,TEX,AL,162,632,133,201,34,1,52,135,18,3,75,131,6,16,0,9,17 +rodrife01,2001,1,SFN,NL,80,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodrifr02,2001,1,CIN,NL,7,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +rodrihe02,2001,1,NYA,AL,5,8,0,0,0,0,0,0,0,0,0,6,0,0,0,0,0 +rodriiv01,2001,1,TEX,AL,111,442,70,136,24,2,25,65,10,3,23,73,3,4,0,1,13 +rodriri02,2001,1,CLE,AL,53,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodriwi01,2001,1,HOU,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rogerke01,2001,1,TEX,AL,20,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +rolensc01,2001,1,PHI,NL,151,554,96,160,39,1,25,107,16,5,74,127,6,13,0,12,6 +rolliji01,2001,1,PHI,NL,158,656,97,180,29,12,14,54,46,8,48,108,2,2,9,5,5 +rollsda01,2001,1,TBA,AL,81,237,33,62,11,1,2,12,12,4,10,47,0,0,2,0,5 +romerjc01,2001,1,MIN,AL,14,2,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0 +rosebr01,2001,1,NYN,NL,3,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rosebr01,2001,2,TBA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rowanaa01,2001,1,CHA,AL,63,123,21,36,5,0,4,20,5,1,15,28,0,4,5,1,2 +rueteki01,2001,1,SFN,NL,36,58,5,10,0,0,0,5,0,0,5,5,0,0,10,1,0 +ruffijo01,2001,1,FLO,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rupery01,2001,1,TBA,AL,28,3,1,1,1,0,0,0,0,0,0,1,0,0,0,0,0 +ruschgl01,2001,1,NYN,NL,33,54,0,3,0,0,0,5,0,0,1,23,0,0,6,0,1 +ryanbj01,2001,1,BAL,AL,61,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ryanro02,2001,1,ARI,NL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +ryanro02,2001,2,OAK,AL,7,7,0,0,0,0,0,0,0,0,0,5,0,0,0,0,0 +sabatcc01,2001,1,CLE,AL,33,4,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1 +sabeler01,2001,1,ARI,NL,42,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +saberbr01,2001,1,BOS,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sadledo01,2001,1,CIN,NL,39,84,9,17,3,0,1,3,3,3,9,20,0,0,2,0,3 +sadledo01,2001,2,KCA,AL,54,101,19,13,3,0,0,2,4,1,9,17,0,2,3,1,0 +saenzol01,2001,1,OAK,AL,106,305,33,67,21,1,9,32,0,1,19,64,1,13,1,3,9 +salmoti01,2001,1,ANA,AL,137,475,63,108,21,1,17,49,9,3,96,121,4,8,0,2,11 +sanchal03,2001,1,MIL,NL,30,68,7,14,3,2,0,4,6,2,5,13,0,0,0,0,0 +sanchje01,2001,1,FLO,NL,17,17,2,4,0,0,0,1,0,0,0,3,0,0,2,0,0 +sanchre01,2001,1,KCA,AL,100,390,46,118,14,5,0,28,9,1,11,34,0,2,9,4,11 +sanchre01,2001,2,ATL,NL,49,154,10,35,4,1,0,9,2,0,4,15,1,0,4,1,9 +sandbja01,2001,1,TBA,AL,39,136,13,28,7,0,1,15,1,0,10,45,0,1,2,0,2 +sandean01,2001,1,SEA,AL,9,17,1,3,2,0,0,2,0,0,2,3,0,0,0,0,0 +sandede02,2001,1,CIN,NL,32,75,6,13,2,0,1,4,3,4,4,10,0,2,2,0,2 +sandere02,2001,1,ARI,NL,126,441,84,116,21,3,33,90,14,10,46,126,7,5,1,3,2 +santafp01,2001,1,OAK,AL,32,71,16,14,4,0,0,8,1,1,11,17,0,5,1,1,1 +santajo01,2001,1,MIN,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +santape01,2001,1,DET,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +santibe01,2001,1,SFN,NL,133,477,39,125,25,4,6,45,5,4,23,78,0,2,7,6,19 +santijo03,2001,1,KCA,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +santijo03,2001,2,PHI,NL,53,3,0,0,0,0,0,0,0,0,1,3,0,0,0,0,0 +santoan01,2001,1,BOS,AL,9,16,2,2,1,0,0,1,0,0,2,7,0,0,0,1,2 +santovi01,2001,1,DET,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sasakka01,2001,1,SEA,AL,69,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +saturlu01,2001,1,SLN,NL,13,5,0,1,1,0,0,1,1,0,0,1,0,0,0,0,0 +sauersc01,2001,1,PIT,NL,70,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +scanlbo01,2001,1,MON,NL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schilcu01,2001,1,ARI,NL,35,83,4,11,1,0,0,1,0,0,1,28,0,0,14,0,0 +schmija01,2001,1,PIT,NL,14,23,2,4,0,0,1,1,0,0,0,10,0,0,5,0,1 +schmija01,2001,2,SFN,NL,11,26,3,4,0,0,1,3,0,0,1,12,0,0,1,0,0 +schnebr01,2001,1,MON,NL,27,41,4,13,3,0,1,6,0,0,6,3,1,0,0,1,0 +schoesc01,2001,1,ANA,AL,32,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0 +schoupe01,2001,1,BOS,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +seabosc01,2001,1,NYA,AL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +seaneru01,2001,1,SDN,NL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +seaneru01,2001,2,ATL,NL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +seaybo01,2001,1,TBA,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +seelbch02,2001,1,ATL,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sefcike01,2001,1,COL,NL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +seguida01,2001,1,BAL,AL,82,292,48,88,18,1,10,46,1,1,49,61,5,4,0,2,4 +seguife01,2001,1,MON,NL,46,50,0,7,2,0,0,5,0,0,2,17,1,1,0,1,4 +selbybi01,2001,1,CIN,NL,36,92,7,21,7,1,2,12,0,0,5,13,1,1,1,1,1 +seleaa01,2001,1,SEA,AL,34,6,2,1,0,0,0,1,0,0,0,0,0,0,2,0,0 +serrawa01,2001,1,SDN,NL,20,9,0,1,0,0,0,0,0,0,0,4,0,0,2,0,0 +servasc01,2001,1,HOU,NL,11,16,1,6,0,0,0,0,0,0,2,3,0,0,0,0,0 +sexsori01,2001,1,MIL,NL,158,598,94,162,24,3,45,125,2,4,60,178,5,6,0,3,20 +shawje01,2001,1,LAN,NL,77,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sheetan01,2001,1,TBA,AL,49,153,10,30,8,0,1,14,2,0,12,35,0,0,7,2,0 +sheetbe01,2001,1,MIL,NL,25,42,4,3,0,0,0,1,0,0,4,29,0,0,2,0,0 +sheffga01,2001,1,LAN,NL,143,515,98,160,28,2,36,100,10,4,94,67,13,4,0,5,12 +sheldsc01,2001,1,TEX,AL,61,120,11,24,5,0,3,11,1,1,3,35,0,0,2,2,2 +shielsc01,2001,1,ANA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shinjts01,2001,1,NYN,NL,123,400,46,107,23,1,10,56,4,5,25,70,3,7,4,2,8 +shueypa01,2001,1,CLE,AL,47,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shumpte01,2001,1,COL,NL,114,242,37,70,14,5,4,24,14,3,15,44,2,3,4,1,2 +sierrru01,2001,1,TEX,AL,94,344,55,100,22,1,23,67,2,0,19,52,0,0,0,6,13 +silvajo01,2001,1,PIT,NL,26,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +simmobr01,2001,1,TOR,AL,60,107,8,19,5,0,2,8,1,0,8,26,0,1,0,1,0 +simonra01,2001,1,DET,AL,81,256,28,78,14,2,6,37,0,1,15,28,2,0,1,2,9 +singlch01,2001,1,CHA,AL,140,392,57,117,21,5,7,45,12,11,20,61,2,1,14,4,5 +slusajo01,2001,1,ATL,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +slusajo01,2001,2,HOU,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smartjd01,2001,1,TEX,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithbo06,2001,1,TBA,AL,6,19,1,2,0,0,0,1,0,0,3,10,0,0,0,0,1 +smithbu02,2001,1,SLN,NL,16,25,0,4,0,0,0,1,0,0,1,5,0,0,2,0,0 +smithch06,2001,1,FLO,NL,15,26,1,5,0,0,0,3,0,0,1,8,0,0,2,0,0 +smithja05,2001,1,CHN,NL,2,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +smithma03,2001,1,MON,NL,80,194,28,47,13,1,6,18,0,2,23,38,0,2,1,2,3 +smithro03,2001,1,CLE,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smoltjo01,2001,1,ATL,NL,36,7,0,0,0,0,0,0,0,0,1,3,0,0,2,0,1 +snowjt01,2001,1,SFN,NL,101,285,43,70,12,1,8,34,0,0,55,81,10,4,0,4,2 +sobkosc01,2001,1,ATL,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sojolu01,2001,1,NYA,AL,39,79,5,13,2,0,0,9,1,0,4,12,0,1,0,0,0 +soriaal01,2001,1,NYA,AL,158,574,77,154,34,3,18,73,43,14,29,125,0,3,3,5,7 +sosaju01,2001,1,ARI,NL,2,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +sosasa01,2001,1,CHN,NL,160,577,146,189,34,5,64,160,0,2,116,153,37,6,0,12,6 +sparkst01,2001,1,DET,AL,36,4,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +speieju01,2001,1,CLE,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +speieju01,2001,2,COL,NL,42,7,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +spencsh01,2001,1,NYA,AL,80,283,40,73,14,2,10,46,4,1,21,58,0,4,0,3,4 +spierbi01,2001,1,HOU,NL,4,3,0,1,0,0,0,0,0,0,1,0,1,0,0,0,0 +spiezsc01,2001,1,ANA,AL,139,457,57,124,29,4,13,54,5,2,34,65,4,5,3,4,6 +spiveju01,2001,1,ARI,NL,72,163,33,42,6,3,5,21,3,0,23,47,0,2,6,1,3 +spoonti01,2001,1,ATL,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +spraged02,2001,1,SEA,AL,45,94,9,28,7,0,2,16,0,0,11,18,1,1,0,1,3 +sprinde01,2001,1,LAN,NL,4,6,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +sprinru01,2001,1,ARI,NL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stairma01,2001,1,CHN,NL,128,340,48,85,21,0,17,61,2,3,52,76,7,7,1,3,4 +standja01,2001,1,TBA,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stantmi02,2001,1,NYA,AL,76,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +starkde01,2001,1,SEA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stechge01,2001,1,SLN,NL,69,3,1,2,0,0,1,3,0,0,1,1,0,0,0,0,0 +steinbl01,2001,1,KCA,AL,36,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stevele01,2001,1,MON,NL,152,542,77,133,35,1,25,95,2,1,74,157,12,5,0,7,17 +stewasc01,2001,1,MON,NL,62,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stewash01,2001,1,TOR,AL,155,640,103,202,44,7,12,60,27,10,46,72,1,11,0,1,9 +stinnke01,2001,1,CIN,NL,63,187,27,48,11,0,9,25,2,2,17,61,3,5,1,1,5 +stoneri01,2001,1,HOU,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stricsc01,2001,1,MON,NL,77,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +stronjo01,2001,1,FLO,NL,5,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +sturtta01,2001,1,TBA,AL,39,8,0,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +stynech01,2001,1,BOS,AL,96,361,52,101,19,2,8,33,4,5,20,56,0,3,1,1,12 +sullisc01,2001,1,CIN,NL,79,3,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +suppaje01,2001,1,KCA,AL,34,5,0,2,0,0,0,0,0,0,0,2,0,0,0,0,0 +surhobj01,2001,1,ATL,NL,141,484,68,131,33,1,10,58,9,3,38,48,5,1,1,7,5 +suttola01,2001,1,SLN,NL,33,42,3,5,1,0,1,3,0,0,1,10,0,0,1,0,1 +suzukic01,2001,1,SEA,AL,157,692,127,242,34,8,8,69,56,14,30,53,10,8,4,4,3 +suzukma01,2001,1,KCA,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +suzukma01,2001,2,COL,NL,3,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +suzukma01,2001,3,MIL,NL,15,17,0,0,0,0,0,0,0,0,1,9,0,0,2,0,1 +sweenma01,2001,1,MIL,NL,48,89,9,23,3,1,3,11,2,1,12,23,0,0,2,0,0 +sweenmi01,2001,1,KCA,AL,147,559,97,170,46,0,29,99,10,3,64,64,13,2,1,6,13 +swindgr01,2001,1,ARI,NL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tabakje01,2001,1,SLN,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tamje01,2001,1,OAK,AL,70,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tapanke01,2001,1,CHN,NL,29,50,1,12,0,0,0,2,0,0,1,14,0,0,7,0,0 +tatisfe01,2001,1,MON,NL,41,145,20,37,9,0,2,11,0,0,16,43,0,4,0,3,5 +taubeed01,2001,1,CLE,AL,52,116,16,29,2,1,3,11,0,0,10,19,1,1,1,0,3 +tavarju01,2001,1,CHN,NL,34,41,4,5,0,0,0,4,0,0,3,17,0,0,11,0,1 +taylobi04,2001,1,PIT,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +taylore01,2001,1,PHI,NL,5,7,1,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +tejadmi01,2001,1,OAK,AL,162,622,107,166,31,3,31,113,11,5,43,89,5,13,1,4,14 +telemam01,2001,1,PHI,NL,24,21,2,2,0,0,0,0,0,0,2,8,0,0,2,0,1 +telfoan01,2001,1,MON,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thomabr01,2001,1,MIN,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thomafr04,2001,1,CHA,AL,20,68,8,15,3,0,4,10,0,0,10,12,2,0,0,1,0 +thomeji01,2001,1,CLE,AL,156,526,101,153,26,1,49,124,0,1,111,185,14,4,0,3,9 +thompry01,2001,1,FLO,NL,18,31,6,9,5,0,0,2,0,0,1,8,0,0,0,0,2 +thomsjo01,2001,1,COL,NL,14,29,3,7,0,1,0,1,0,0,1,15,0,0,6,0,0 +thurmmi01,2001,1,MON,NL,28,42,0,1,0,0,0,0,0,0,2,27,0,0,3,0,0 +timlimi01,2001,1,SLN,NL,68,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tocajo01,2001,1,NYN,NL,13,17,3,3,0,0,0,1,0,0,0,8,0,0,0,0,0 +tolarke01,2001,1,DET,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tollbbr01,2001,1,SDN,NL,19,40,4,8,0,0,0,1,0,0,2,17,0,0,5,0,0 +tomkobr01,2001,1,SEA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +torrest01,2001,1,ATL,NL,2,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1 +torreyo01,2001,1,SFN,NL,3,4,0,2,0,1,0,2,0,0,0,0,0,0,0,0,0 +towerjo01,2001,1,BAL,AL,24,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +trachst01,2001,1,NYN,NL,28,56,2,9,1,0,0,2,0,0,0,13,0,0,5,0,0 +tracyan01,2001,1,MON,NL,38,55,4,6,1,0,2,8,0,0,6,26,0,0,0,2,1 +trammbu01,2001,1,SDN,NL,142,490,66,128,20,3,25,92,2,2,48,78,2,4,0,4,10 +trombmi01,2001,1,BAL,AL,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +trombmi01,2001,2,LAN,NL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +trubych01,2001,1,HOU,NL,48,136,11,28,6,1,8,23,1,2,13,38,2,1,0,2,1 +tuckemi01,2001,1,CIN,NL,86,231,31,56,10,1,7,30,12,5,23,55,1,1,5,5,4 +tuckemi01,2001,2,CHN,NL,63,205,31,54,9,7,5,31,4,3,23,47,3,1,5,1,4 +tynerja01,2001,1,TBA,AL,105,396,51,111,8,5,0,21,31,6,15,42,0,3,5,1,6 +urbinug01,2001,1,MON,NL,45,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +urbinug01,2001,2,BOS,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +uribeju01,2001,1,COL,NL,72,273,32,82,15,11,8,53,3,0,8,55,1,2,0,0,6 +valdeis01,2001,1,ANA,AL,27,5,0,1,0,0,0,0,1,0,0,2,0,0,0,0,0 +valdema01,2001,1,ATL,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +valdema02,2001,1,OAK,AL,32,54,7,15,1,0,1,8,0,0,12,18,1,1,0,0,0 +valener01,2001,1,PHI,NL,22,41,3,4,2,0,0,1,0,0,4,11,0,1,0,0,0 +valenjo02,2001,1,BOS,AL,20,60,8,12,2,0,1,5,0,0,9,8,0,1,0,0,4 +valenjo03,2001,1,CHA,AL,124,438,74,113,22,2,28,68,9,6,50,114,2,3,8,3,7 +vandejo02,2001,1,PIT,NL,97,313,39,87,22,3,11,50,7,4,42,84,6,1,0,4,7 +vandejo02,2001,2,SFN,NL,49,139,19,35,6,1,3,20,1,2,26,38,3,0,2,0,3 +vanpoto01,2001,1,CHN,NL,59,7,1,2,0,0,0,0,0,0,0,3,0,0,0,0,0 +varitja01,2001,1,BOS,AL,51,174,19,51,11,1,7,25,0,0,21,35,3,1,1,1,6 +vaughgr01,2001,1,TBA,AL,136,485,74,113,25,0,24,82,11,5,71,130,7,3,0,3,10 +vazquja01,2001,1,MON,NL,32,62,5,16,2,0,0,1,0,0,2,11,0,1,16,1,1 +vazqura01,2001,1,SEA,AL,17,35,5,8,0,0,0,4,0,0,0,3,0,0,1,1,0 +velanjo01,2001,1,NYN,NL,9,9,1,0,0,0,0,0,0,0,2,1,0,0,0,0,0 +velarra01,2001,1,TEX,AL,78,296,46,88,16,2,9,31,4,2,29,73,0,5,3,1,8 +velarra01,2001,2,NYA,AL,15,46,4,7,3,0,0,1,2,0,5,13,0,3,1,0,0 +venafmi01,2001,1,TEX,AL,70,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +venturo01,2001,1,NYN,NL,142,456,70,108,20,0,21,61,2,5,88,101,10,1,0,4,13 +verasqu01,2001,1,ATL,NL,71,258,39,65,14,2,3,25,7,4,24,52,1,7,4,2,4 +veresda01,2001,1,SLN,NL,71,3,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +vidrojo01,2001,1,MON,NL,124,486,82,155,34,1,15,59,4,1,31,49,2,10,2,2,18 +villabr01,2001,1,TEX,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +villoro01,2001,1,COL,NL,22,9,0,0,0,0,0,0,0,0,0,5,0,0,2,0,0 +villoro01,2001,2,HOU,NL,31,13,2,1,1,0,0,0,0,0,0,4,0,0,2,0,0 +vinafe01,2001,1,SLN,NL,154,631,95,191,30,8,9,56,17,7,32,35,3,22,3,2,7 +vininke01,2001,1,CHA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vizcajo01,2001,1,HOU,NL,107,256,38,71,8,3,1,14,3,2,15,33,0,2,9,0,6 +vizcalu01,2001,1,OAK,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vizquom01,2001,1,CLE,AL,155,611,84,156,26,8,2,50,13,9,61,72,0,2,15,4,14 +vogelry01,2001,1,SFN,NL,13,8,0,1,1,0,0,0,0,0,0,2,0,0,0,0,0 +vogelry01,2001,2,PIT,NL,2,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +vosbeed01,2001,1,PHI,NL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +voylebr01,2001,1,KCA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wagnebi02,2001,1,HOU,NL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wakefti01,2001,1,BOS,AL,45,3,0,1,0,0,0,0,0,0,0,2,0,0,1,0,0 +wakelch01,2001,1,DET,AL,10,36,5,9,2,0,2,6,0,0,0,13,0,0,0,0,0 +walbema01,2001,1,PHI,NL,1,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +walkeke01,2001,1,SDN,NL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +walkela01,2001,1,COL,NL,142,497,107,174,35,3,38,123,14,5,82,103,6,14,0,8,9 +walkepe01,2001,1,NYN,NL,2,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +walketo04,2001,1,COL,NL,85,290,52,86,18,2,12,43,1,3,25,40,1,0,3,3,8 +walketo04,2001,2,CIN,NL,66,261,41,77,17,0,5,32,0,5,26,42,0,1,1,0,6 +wallaje01,2001,1,TBA,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +walldo01,2001,1,NYN,NL,33,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wardda01,2001,1,HOU,NL,95,213,21,56,15,0,9,39,0,0,19,48,4,1,0,2,3 +wardtu01,2001,1,PHI,NL,17,15,1,4,1,0,0,2,0,0,1,6,1,1,0,0,1 +wasdijo01,2001,1,COL,NL,18,3,1,1,1,0,0,1,0,0,0,0,0,0,0,0,0 +wasdijo01,2001,2,BAL,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +washbja01,2001,1,ANA,AL,30,5,1,3,0,0,0,0,0,0,1,2,0,0,0,0,0 +weathda01,2001,1,MIL,NL,52,1,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +weathda01,2001,2,CHN,NL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +weaveje01,2001,1,DET,AL,33,5,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +weberbe01,2001,1,ANA,AL,56,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wehnejo01,2001,1,PIT,NL,43,51,3,10,1,0,0,2,2,1,10,12,0,0,1,0,2 +wellsbo01,2001,1,MIN,AL,65,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wellsda01,2001,1,CHA,AL,16,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +wellski01,2001,1,CHA,AL,40,6,1,1,0,0,0,0,1,0,0,5,0,0,0,0,0 +wellsve01,2001,1,TOR,AL,30,96,14,30,8,0,1,6,5,0,5,15,0,1,0,1,0 +wendetu01,2001,1,NYN,NL,49,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +wendetu01,2001,2,PHI,NL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wengedo01,2001,1,PIT,NL,4,3,0,0,0,0,0,0,0,0,1,2,0,0,1,0,0 +westbja01,2001,1,CLE,AL,23,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +wheelda01,2001,1,TBA,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +whitede03,2001,1,MIL,NL,126,390,52,108,25,2,14,47,18,3,28,95,1,12,1,1,6 +whitega01,2001,1,COL,NL,69,3,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +whitema02,2001,1,ATL,NL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +whiteri01,2001,1,NYN,NL,55,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +whitero02,2001,1,CHN,NL,95,323,43,99,19,1,17,50,1,0,26,56,4,7,1,0,14 +wickmbo01,2001,1,CLE,AL,70,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wilkebr01,2001,1,MON,NL,47,117,11,24,7,2,1,5,2,1,17,41,1,0,1,1,2 +wilkima01,2001,1,PIT,NL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wilkiri01,2001,1,SDN,NL,12,22,3,4,1,0,1,8,0,0,2,8,0,0,0,0,1 +willibe02,2001,1,NYA,AL,146,540,102,166,38,0,26,94,11,5,78,67,11,6,0,9,15 +willida07,2001,1,PIT,NL,22,34,1,4,2,0,0,2,0,0,0,19,0,0,3,0,0 +willige02,2001,1,TBA,AL,62,232,30,48,17,0,4,17,10,4,13,42,0,4,3,0,8 +willige02,2001,2,NYA,AL,38,47,12,8,1,0,0,2,3,1,5,13,0,1,1,0,1 +willije01,2001,1,LAN,NL,15,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +willima04,2001,1,ARI,NL,106,408,58,112,30,0,16,65,1,0,22,70,3,3,0,3,15 +willimi03,2001,1,PIT,NL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +willimi03,2001,2,HOU,NL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +willisc01,2001,1,CIN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +willito02,2001,1,NYA,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +williwo02,2001,1,SDN,NL,26,55,7,9,3,0,0,4,0,0,2,18,0,1,1,2,0 +williwo02,2001,2,SLN,NL,11,27,4,7,2,0,0,3,0,0,1,4,0,0,1,0,0 +wilsocr03,2001,1,PIT,NL,88,158,27,49,3,1,13,32,3,1,15,53,1,7,1,2,4 +wilsoda01,2001,1,SEA,AL,123,377,44,100,20,1,10,42,3,2,20,69,0,2,8,1,6 +wilsoen01,2001,1,PIT,NL,46,129,7,24,3,0,1,8,0,3,3,23,0,0,0,1,7 +wilsoen01,2001,2,NYA,AL,48,99,10,24,5,1,1,12,0,2,6,14,0,0,2,1,3 +wilsoja02,2001,1,PIT,NL,108,390,44,87,17,1,3,25,1,3,16,70,2,1,17,1,4 +wilsokr01,2001,1,KCA,AL,29,3,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +wilsopa02,2001,1,TBA,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wilsopr01,2001,1,FLO,NL,123,468,70,128,30,2,23,71,20,8,36,107,2,6,0,3,14 +wilsoto02,2001,1,OAK,AL,9,21,4,4,0,0,2,4,0,0,1,5,0,1,0,1,1 +wilsova01,2001,1,NYN,NL,32,57,3,17,3,0,0,6,0,1,2,16,0,2,0,1,1 +winchsc01,2001,1,CIN,NL,12,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,1 +winnra01,2001,1,TBA,AL,128,429,54,117,25,6,6,50,12,10,38,81,0,6,5,2,10 +wisema01,2001,1,ANA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +witasja01,2001,1,SDN,NL,31,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +witasja01,2001,2,NYA,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wittbo01,2001,1,ARI,NL,14,12,0,3,0,0,0,0,0,0,0,7,0,0,1,0,0 +wittke01,2001,1,SDN,NL,14,27,5,5,0,0,2,5,0,0,2,7,0,0,0,1,0 +wohlema01,2001,1,CIN,NL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wohlema01,2001,2,NYA,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wolfra02,2001,1,PHI,NL,28,45,2,8,0,0,0,2,0,0,3,13,0,0,5,0,1 +womacto01,2001,1,ARI,NL,125,481,66,128,19,5,3,30,28,7,23,54,2,6,7,1,4 +woodast01,2001,1,CLE,AL,29,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +woodke02,2001,1,CHN,NL,29,48,3,9,1,0,0,2,0,0,1,15,0,0,13,0,0 +woodwch01,2001,1,TOR,AL,37,63,9,12,3,2,2,5,0,1,1,14,0,0,2,0,1 +wootesh01,2001,1,ANA,AL,79,221,24,69,8,1,8,32,2,0,5,42,0,3,0,3,5 +worreti01,2001,1,SFN,NL,73,2,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +wrighda02,2001,1,CHA,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wrighja01,2001,1,MIL,NL,34,67,7,13,1,0,0,4,0,0,3,20,0,0,4,0,0 +wrighja02,2001,1,CLE,AL,7,2,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +wunscke01,2001,1,CHA,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +yanes01,2001,1,TBA,AL,54,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +yoshima01,2001,1,MON,NL,42,16,0,2,0,0,0,0,0,0,1,7,0,0,2,0,0 +youngdm01,2001,1,CIN,NL,142,540,68,163,28,3,21,69,8,5,37,77,10,5,1,3,22 +younger01,2001,1,CHN,NL,149,603,98,168,43,4,6,42,31,14,42,45,1,9,15,3,15 +youngke01,2001,1,PIT,NL,142,449,53,104,33,0,14,65,15,11,42,119,3,11,0,5,17 +youngmi02,2001,1,TEX,AL,106,386,57,96,18,4,11,49,3,1,26,91,0,3,9,5,9 +zambrca01,2001,1,CHN,NL,6,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +zambrvi01,2001,1,TBA,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +zaungr01,2001,1,KCA,AL,39,125,15,40,9,0,6,18,1,2,12,16,0,0,0,1,2 +zeileto01,2001,1,NYN,NL,151,531,66,141,25,1,10,62,1,0,73,102,3,6,0,2,15 +zerbech01,2001,1,SFN,NL,27,9,1,2,0,0,0,1,0,0,0,1,0,0,2,0,1 +zimmeje02,2001,1,TEX,AL,66,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +zitoba01,2001,1,OAK,AL,35,5,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +zuletju01,2001,1,CHN,NL,49,106,11,23,3,0,6,24,0,1,8,32,1,3,0,1,3 +abbotpa01,2002,1,SEA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +abernbr01,2002,1,TBA,AL,117,463,46,112,18,4,2,40,10,4,25,46,0,6,8,2,8 +abreubo01,2002,1,PHI,NL,157,572,102,176,50,6,20,85,31,12,104,117,9,3,0,6,11 +acevejo01,2002,1,CIN,NL,6,7,1,1,1,0,0,2,0,0,1,6,0,0,2,0,0 +aceveju01,2002,1,DET,AL,65,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +adamste01,2002,1,PHI,NL,46,25,0,2,0,0,0,1,0,0,3,13,0,0,6,0,1 +affelje01,2002,1,KCA,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +agbaybe01,2002,1,COL,NL,48,117,10,24,5,0,4,19,1,0,10,35,0,0,0,1,4 +agbaybe01,2002,2,BOS,AL,13,37,5,11,1,0,0,8,0,0,6,5,1,0,0,0,1 +ainswku01,2002,1,SFN,NL,6,6,1,1,1,0,0,0,0,0,0,1,0,0,1,0,0 +alcanis01,2002,1,MIL,NL,16,32,3,8,1,0,2,5,0,1,0,6,0,0,0,0,0 +alfonan01,2002,1,CHN,NL,66,3,0,2,0,0,0,2,0,0,0,0,0,0,0,0,0 +alfoned01,2002,1,NYN,NL,135,490,78,151,26,0,16,56,6,0,62,55,8,7,0,3,5 +alicelu01,2002,1,KCA,AL,94,237,28,54,8,2,1,23,2,3,32,34,1,1,3,0,5 +allench01,2002,1,CLE,AL,5,10,0,1,1,0,0,0,0,0,0,2,0,0,1,0,1 +allenlu01,2002,1,LAN,NL,6,7,2,1,1,0,0,0,0,0,2,3,0,0,0,0,0 +almanar01,2002,1,FLO,NL,51,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +almanca01,2002,1,CIN,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +alomaro01,2002,1,NYN,NL,149,590,73,157,24,4,11,53,16,4,57,83,4,1,6,1,12 +alomasa02,2002,1,CHA,AL,51,167,21,48,10,1,7,25,0,0,5,14,0,1,1,2,5 +alomasa02,2002,2,COL,NL,38,116,8,31,4,0,0,12,0,0,4,19,0,0,0,0,6 +aloumo01,2002,1,CHN,NL,132,484,50,133,23,1,15,61,8,0,47,61,4,0,0,3,15 +alvarju01,2002,1,TEX,AL,52,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +alvarto01,2002,1,PIT,NL,14,26,6,8,2,0,1,2,1,0,3,5,0,0,1,0,0 +alvarvi01,2002,1,LAN,NL,4,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +alvarwi01,2002,1,TBA,AL,23,4,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +amezaal01,2002,1,ANA,AL,12,13,3,7,2,0,0,2,1,0,0,1,0,0,0,0,1 +anderbr01,2002,1,CLE,AL,34,80,4,13,4,0,1,5,4,0,18,23,2,2,0,1,5 +anderbr02,2002,1,ARI,NL,38,43,0,5,1,1,0,2,0,0,0,9,0,1,5,0,0 +anderga01,2002,1,ANA,AL,158,638,93,195,56,3,29,123,6,4,30,80,11,0,0,10,11 +anderji02,2002,1,PIT,NL,28,42,1,5,0,0,0,1,0,0,2,12,0,0,3,0,0 +anderma01,2002,1,DET,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +anderma02,2002,1,PHI,NL,145,539,64,139,30,6,8,48,5,1,42,71,14,5,2,4,16 +andresh01,2002,1,BOS,AL,7,13,2,1,1,0,0,0,0,0,1,3,0,1,0,0,0 +appieke01,2002,1,ANA,AL,32,2,0,0,0,0,0,0,0,0,0,2,0,0,2,0,0 +ariasal01,2002,1,NYA,AL,6,7,0,0,0,0,0,0,0,0,1,2,0,0,0,0,0 +armasto02,2002,1,MON,NL,29,50,1,5,0,1,0,2,0,0,1,16,0,0,5,0,0 +arrojro01,2002,1,BOS,AL,29,2,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +arroybr01,2002,1,PIT,NL,9,6,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +asencmi01,2002,1,KCA,AL,31,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +ashbyan01,2002,1,LAN,NL,30,48,5,6,0,0,1,4,0,0,2,23,0,0,6,0,0 +astacpe01,2002,1,NYN,NL,31,62,3,10,2,0,0,1,0,0,0,31,0,1,6,0,0 +aurilri01,2002,1,SFN,NL,133,538,76,138,35,2,15,61,1,2,37,90,0,4,3,7,15 +ausmubr01,2002,1,HOU,NL,130,447,57,115,19,3,6,50,2,3,38,71,3,6,2,3,30 +austije01,2002,1,KCA,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +avenbr01,2002,1,CLE,AL,7,17,1,2,0,0,0,0,1,0,4,4,0,0,0,0,2 +aybarma01,2002,1,SFN,NL,15,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +backebr01,2002,1,TBA,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bacsimi02,2002,1,NYN,NL,11,18,0,2,1,0,0,2,0,0,0,3,0,0,3,0,0 +baergca01,2002,1,BOS,AL,73,182,17,52,11,0,2,19,6,0,7,20,1,2,1,2,6 +baezda01,2002,1,CLE,AL,39,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bagweje01,2002,1,HOU,NL,158,571,94,166,33,2,31,98,7,3,101,130,8,10,0,9,16 +baileco01,2002,1,KCA,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bakopa01,2002,1,MIL,NL,87,234,24,55,8,1,4,20,0,2,20,46,3,0,3,0,4 +baldwja01,2002,1,SEA,AL,30,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +banksbr01,2002,1,FLO,NL,20,28,3,9,1,0,1,4,0,0,1,6,0,0,0,0,0 +bankswi01,2002,1,BOS,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barajro01,2002,1,ARI,NL,70,154,12,36,10,0,3,23,1,0,10,25,4,3,2,3,4 +barcelo01,2002,1,CHA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bardjo01,2002,1,CLE,AL,24,90,9,20,5,0,3,12,0,0,4,13,0,0,1,0,6 +barkeke01,2002,1,SDN,NL,7,19,0,3,0,0,0,0,1,0,1,6,0,0,0,0,1 +barremi01,2002,1,MON,NL,117,376,41,99,20,1,12,49,6,3,40,65,7,1,6,5,14 +batismi01,2002,1,ARI,NL,36,51,5,8,2,0,1,2,0,0,3,28,0,0,2,0,2 +batisto01,2002,1,BAL,AL,161,615,90,150,36,1,31,87,5,4,50,107,9,11,0,6,13 +bauerri01,2002,1,BAL,AL,56,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bautida01,2002,1,ARI,NL,40,154,22,50,5,2,6,23,4,2,11,21,2,0,0,1,4 +bechlst01,2002,1,BAL,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +beckejo02,2002,1,FLO,NL,23,31,0,1,1,0,0,0,0,0,0,21,0,0,5,0,0 +bedarer01,2002,1,BAL,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +beimejo01,2002,1,PIT,NL,53,10,0,3,1,0,0,1,0,0,1,3,0,0,2,0,0 +beirnke01,2002,1,LAN,NL,12,5,1,2,0,0,0,0,0,0,0,0,0,0,1,0,0 +bellda01,2002,1,SFN,NL,154,552,82,144,29,2,20,73,1,2,54,80,2,9,6,7,18 +bellhma01,2002,1,CHN,NL,146,445,86,115,24,4,27,56,7,5,76,144,3,6,2,0,6 +bellicl01,2002,1,ANA,AL,2,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +belliro01,2002,1,MIL,NL,104,289,30,61,13,0,3,26,2,3,18,46,0,1,6,3,9 +bellja01,2002,1,ARI,NL,32,49,3,8,1,0,2,11,0,0,5,9,0,1,0,1,2 +bellro01,2002,1,TEX,AL,17,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +beltrad01,2002,1,LAN,NL,159,587,70,151,26,5,21,75,7,5,37,96,4,4,1,6,17 +beltrca01,2002,1,KCA,AL,162,637,114,174,44,7,29,105,35,7,71,135,1,4,3,7,12 +beltrfr01,2002,1,CHN,NL,11,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +benarma01,2002,1,SFN,NL,65,123,16,34,9,2,1,13,5,1,7,26,0,1,0,0,3 +benesal01,2002,1,CHN,NL,7,13,0,1,0,0,0,0,0,0,1,8,0,0,0,0,0 +benesan01,2002,1,SLN,NL,19,34,3,7,1,0,1,2,0,0,1,9,0,0,2,0,1 +benitar01,2002,1,NYN,NL,62,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +benjami01,2002,1,PIT,NL,108,120,7,18,2,1,0,3,0,4,7,31,0,1,1,1,5 +bennega01,2002,1,COL,NL,90,291,26,77,10,2,4,26,1,3,15,45,2,6,2,0,10 +benoijo01,2002,1,TEX,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bensokr01,2002,1,PIT,NL,27,40,3,7,1,0,0,1,0,0,0,11,0,0,4,0,0 +bereja01,2002,1,CHN,NL,16,24,1,3,2,0,0,0,0,0,0,11,0,0,7,0,0 +bergda01,2002,1,TOR,AL,109,374,42,101,26,2,4,39,0,2,26,57,1,5,4,5,6 +bergebr01,2002,1,KCA,AL,51,134,16,27,5,1,6,17,1,0,8,32,2,2,0,1,2 +bergepe01,2002,1,MON,NL,31,123,24,23,3,2,0,7,10,3,22,44,0,0,3,0,0 +berkmla01,2002,1,HOU,NL,158,578,106,169,35,2,42,128,8,4,107,118,20,4,0,3,10 +bernead01,2002,1,DET,AL,28,4,0,0,0,0,0,0,0,0,0,4,0,0,1,0,0 +berroan01,2002,1,KCA,AL,20,75,8,17,7,1,0,5,3,0,7,10,1,1,0,0,1 +beverja01,2002,1,CLE,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +beverja01,2002,2,DET,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +biddlro01,2002,1,CHA,AL,44,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bigbila01,2002,1,BAL,AL,16,34,1,6,1,0,0,3,1,0,1,11,0,0,0,1,1 +biggicr01,2002,1,HOU,NL,145,577,96,146,36,3,15,58,16,2,50,111,2,17,9,2,15 +blakeca01,2002,1,MIN,AL,9,20,2,4,1,0,0,1,0,0,2,7,0,0,0,0,0 +blaloha01,2002,1,TEX,AL,49,147,16,31,8,0,3,17,0,0,20,43,1,1,2,2,2 +blanche01,2002,1,ATL,NL,81,221,17,45,9,1,6,22,0,2,20,51,5,1,2,5,5 +bloomwi01,2002,1,SEA,AL,12,33,11,15,4,0,0,7,3,1,5,2,0,0,0,0,0 +blumge01,2002,1,HOU,NL,130,368,45,104,20,4,10,52,2,0,49,70,5,1,1,2,8 +bocachi01,2002,1,LAN,NL,49,65,12,14,3,0,4,9,1,1,5,19,0,0,0,0,1 +bocachi01,2002,2,DET,AL,34,103,14,23,4,0,4,8,2,2,5,22,0,0,1,0,2 +boehrbr01,2002,1,PIT,NL,70,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bondsba01,2002,1,SFN,NL,143,403,117,149,31,2,46,110,9,2,198,47,68,9,0,2,4 +bongju01,2002,1,ATL,NL,2,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +booneaa01,2002,1,CIN,NL,162,606,83,146,38,2,26,87,32,8,56,111,4,10,9,4,9 +boonebr01,2002,1,SEA,AL,155,608,88,169,34,3,24,107,12,5,53,102,4,6,2,6,11 +borbope02,2002,1,TOR,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +borbope02,2002,2,HOU,NL,56,3,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +borchjo01,2002,1,CHA,AL,16,36,5,8,0,0,2,5,0,0,1,14,0,0,0,0,0 +bordepa01,2002,1,SEA,AL,4,4,0,2,1,0,0,1,0,0,0,1,0,0,0,0,0 +bordimi01,2002,1,BAL,AL,117,367,37,85,19,3,8,36,7,4,35,63,0,3,6,2,9 +borlato02,2002,1,FLO,NL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +borowjo01,2002,1,CHN,NL,73,7,1,2,0,0,0,0,0,0,0,5,0,0,0,0,0 +bottari01,2002,1,PHI,NL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bowiemi01,2002,1,OAK,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bowlebr01,2002,1,TOR,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +boydja02,2002,1,SDN,NL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bradfch01,2002,1,OAK,AL,75,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bradlmi01,2002,1,CLE,AL,98,325,48,81,18,3,9,38,6,3,32,58,2,0,1,0,12 +braggda01,2002,1,ATL,NL,109,212,34,57,15,2,3,15,5,2,24,52,0,2,1,1,4 +branyru01,2002,1,CLE,AL,50,161,16,33,4,0,8,17,1,2,17,65,0,0,0,2,3 +branyru01,2002,2,CIN,NL,84,217,34,53,9,1,16,39,3,1,34,86,3,2,0,2,2 +brazede01,2002,1,TBA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +britoju01,2002,1,KCA,AL,9,23,1,7,2,0,0,1,0,0,0,3,0,0,0,0,2 +brockch01,2002,1,BAL,AL,22,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +brohatr01,2002,1,SFN,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brousbe01,2002,1,CLE,AL,39,112,10,27,4,0,4,9,0,0,7,25,1,1,0,0,3 +broweji01,2002,1,CIN,NL,22,4,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +broweji01,2002,2,MON,NL,30,5,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +brownad01,2002,1,PIT,NL,91,208,20,45,10,2,1,21,10,6,19,34,0,1,3,1,5 +brownde02,2002,1,KCA,AL,16,51,5,12,3,1,1,7,0,0,4,20,0,0,0,0,0 +brownke01,2002,1,LAN,NL,17,20,2,5,1,0,1,2,0,0,0,11,0,0,2,0,0 +brownke04,2002,1,BOS,AL,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brownro01,2002,1,CHN,NL,111,204,14,43,12,0,3,23,2,2,23,50,0,3,0,1,4 +buchabr01,2002,1,MIN,AL,44,135,19,34,5,1,5,15,2,1,6,33,0,2,0,0,4 +buchabr01,2002,2,SDN,NL,48,92,12,27,5,0,6,13,0,1,9,26,0,1,0,0,2 +buddimi01,2002,1,MIL,NL,25,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +buehrma01,2002,1,CHA,AL,34,6,1,1,0,0,0,0,0,0,0,4,0,0,0,0,0 +bukviry01,2002,1,KCA,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +burbada01,2002,1,TEX,AL,23,5,0,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +burbada01,2002,2,CLE,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +burkejo03,2002,1,BOS,AL,29,3,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +burksel01,2002,1,CLE,AL,138,518,92,156,28,0,32,91,2,3,44,108,3,6,1,1,13 +burneaj01,2002,1,FLO,NL,31,57,1,6,2,0,1,3,0,0,5,28,0,0,7,0,1 +burnije01,2002,1,NYN,NL,154,479,65,103,15,0,19,54,10,7,58,135,5,10,1,2,11 +burrepa01,2002,1,PHI,NL,157,586,96,165,39,2,37,116,1,0,89,153,9,3,0,6,16 +burrose01,2002,1,SDN,NL,63,192,18,52,5,1,1,11,2,0,12,30,1,1,1,0,6 +bushho01,2002,1,TOR,AL,23,78,9,18,2,0,1,2,2,0,2,12,0,2,1,0,2 +bushho01,2002,2,FLO,NL,40,54,7,12,0,0,0,5,2,1,3,13,0,0,1,0,0 +butlebr02,2002,1,COL,NL,113,344,55,89,18,4,9,42,2,6,10,40,3,5,4,4,6 +bynummi01,2002,1,SDN,NL,14,8,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +byrdma01,2002,1,PHI,NL,10,35,2,8,2,0,1,1,0,2,1,8,0,0,0,0,0 +byrdpa01,2002,1,KCA,AL,33,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +byrneer01,2002,1,OAK,AL,90,94,24,23,4,2,3,11,3,0,4,17,0,3,1,2,3 +cabrejo01,2002,1,MIL,NL,50,19,1,2,0,0,0,0,0,0,0,10,0,0,1,0,0 +cabrejo02,2002,1,CLE,AL,38,72,5,8,1,0,0,7,1,1,5,13,0,1,0,1,3 +cabrejo02,2002,2,LAN,NL,10,12,3,4,1,0,0,1,0,0,2,2,0,0,1,0,0 +cabreor01,2002,1,MON,NL,153,563,64,148,43,1,7,56,25,7,48,53,4,2,9,4,16 +cairomi01,2002,1,SLN,NL,108,184,28,46,9,2,2,23,1,1,13,36,2,3,6,2,5 +callami01,2002,1,ANA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +camermi01,2002,1,SEA,AL,158,545,84,130,26,5,25,80,31,8,79,176,3,7,4,5,8 +canizja01,2002,1,MIN,AL,38,112,14,24,8,1,0,11,0,1,10,22,0,1,1,2,1 +cardoja01,2002,1,SDN,NL,15,39,2,4,1,0,0,2,0,0,2,10,0,0,0,1,1 +carpech01,2002,1,TOR,AL,13,1,1,1,0,0,0,0,0,0,0,0,0,0,1,0,0 +carragi01,2002,1,LAN,NL,63,6,0,0,0,0,0,0,0,0,1,3,0,0,1,0,0 +carroja01,2002,1,MON,NL,16,71,16,22,5,3,1,6,1,0,4,12,0,0,4,0,1 +cartela02,2002,1,TBA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +carusmi01,2002,1,KCA,AL,12,20,3,2,0,0,0,0,0,0,1,2,0,0,0,0,0 +casanra01,2002,1,MIL,NL,31,87,3,16,1,0,1,8,0,0,10,18,4,1,0,1,3 +casanra01,2002,2,BAL,AL,2,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +caseyse01,2002,1,CIN,NL,120,425,56,111,25,0,6,42,2,1,43,47,6,5,0,3,11 +cashke01,2002,1,TOR,AL,7,14,1,2,0,0,0,0,0,0,1,4,0,0,0,0,1 +cassisc01,2002,1,TOR,AL,58,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +castial01,2002,1,NYA,AL,15,37,3,5,1,1,0,4,0,0,1,12,0,0,3,0,2 +castifr01,2002,1,BOS,AL,36,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +castilu01,2002,1,FLO,NL,146,606,86,185,18,5,2,39,48,15,55,76,4,2,4,1,7 +castivi02,2002,1,ATL,NL,143,543,56,126,23,2,12,61,4,1,22,69,4,7,0,6,22 +castrju01,2002,1,CIN,NL,54,82,5,18,3,0,2,11,0,0,7,18,0,0,1,1,0 +castrra01,2002,1,FLO,NL,54,101,11,24,4,0,6,18,0,0,14,24,3,0,1,3,4 +catalfr01,2002,1,TEX,AL,68,212,42,57,16,6,3,23,9,5,25,27,0,8,3,2,3 +cedenro01,2002,1,NYN,NL,149,511,65,133,19,2,7,41,25,4,42,92,1,2,5,2,10 +cepicma01,2002,1,MON,NL,32,74,7,16,3,0,3,15,0,0,4,21,1,0,0,0,0 +cerdaja01,2002,1,NYN,NL,32,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chacosh01,2002,1,COL,NL,21,35,3,9,1,0,0,2,0,0,0,14,0,0,2,0,0 +chaveen01,2002,1,MON,NL,36,125,20,37,8,5,1,9,3,5,5,16,0,0,7,1,0 +chaveer01,2002,1,OAK,AL,153,585,87,161,31,3,34,109,8,3,65,119,13,1,0,2,8 +chavera01,2002,1,HOU,NL,2,4,1,1,1,0,0,0,0,0,1,0,0,1,0,0,0 +chenbr01,2002,1,NYN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chenbr01,2002,2,MON,NL,15,12,3,5,1,0,0,1,0,0,0,3,0,0,1,0,0 +chenbr01,2002,3,CIN,NL,39,3,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +chench01,2002,1,LAN,NL,3,5,1,0,0,0,0,0,0,0,1,3,0,0,0,0,0 +chiassc01,2002,1,CHN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +childma01,2002,1,MIL,NL,8,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +choatra01,2002,1,NYA,AL,18,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +choihe01,2002,1,CHN,NL,24,50,6,9,1,0,2,4,0,0,7,15,0,0,0,0,2 +chrisja01,2002,1,SFN,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chrismc01,2002,1,NYN,NL,4,3,1,1,0,0,0,0,0,0,1,1,0,0,0,0,0 +chrisry01,2002,1,MIL,NL,22,58,5,9,4,0,1,3,0,0,5,13,0,0,3,0,1 +cintral01,2002,1,ARI,NL,38,75,11,16,6,0,0,4,0,0,12,13,2,0,3,0,2 +cirilje01,2002,1,SEA,AL,146,485,51,121,20,0,6,54,8,4,31,67,0,9,13,9,12 +clarkbr02,2002,1,CIN,NL,51,66,6,10,3,0,0,9,1,2,6,9,2,1,1,0,2 +clarkbr02,2002,2,NYN,NL,10,12,3,5,1,0,0,1,0,0,1,2,0,0,0,0,0 +clarkho02,2002,1,BAL,AL,14,53,3,16,5,0,0,4,0,0,3,6,0,2,0,0,5 +clarkto02,2002,1,BOS,AL,90,275,25,57,12,1,3,29,0,0,21,57,0,1,0,1,11 +claytro01,2002,1,CHA,AL,112,342,51,86,14,2,7,35,5,1,20,67,0,3,7,4,7 +clemema01,2002,1,CHN,NL,32,61,4,3,2,0,0,4,0,0,1,34,0,3,10,0,1 +clemero02,2002,1,NYA,AL,29,3,1,2,1,0,0,1,0,0,0,1,0,0,0,1,0 +cocopa01,2002,1,TOR,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +coggida01,2002,1,PHI,NL,38,8,0,0,0,0,0,0,0,0,1,6,0,0,2,0,0 +colanmi01,2002,1,OAK,AL,20,23,2,4,1,0,0,0,0,0,1,2,0,1,1,0,0 +colbrgr01,2002,1,ARI,NL,72,171,30,57,16,2,10,27,0,0,13,19,1,0,0,1,5 +collilo01,2002,1,MON,NL,13,11,3,1,1,0,0,0,0,0,1,3,1,1,1,0,0 +colomje01,2002,1,TBA,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +colonba01,2002,1,CLE,AL,16,6,0,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +colonba01,2002,2,MON,NL,17,39,1,5,0,0,0,3,0,0,0,20,0,1,2,1,0 +condrcl01,2002,1,SDN,NL,9,6,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +coninje01,2002,1,BAL,AL,116,451,44,123,26,4,15,63,8,0,25,66,6,2,0,10,10 +contija01,2002,1,TBA,AL,78,222,26,57,15,2,3,21,4,2,18,55,1,1,4,0,5 +cookaa01,2002,1,COL,NL,9,11,0,1,0,0,0,1,0,0,0,0,0,0,1,0,0 +cookde01,2002,1,ANA,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +coolbmi01,2002,1,SLN,NL,5,12,0,1,0,0,0,0,0,0,1,3,0,0,1,0,1 +coomero01,2002,1,NYA,AL,55,148,14,39,7,0,3,17,0,0,6,23,1,0,1,1,8 +coopebr01,2002,1,TOR,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +coraal01,2002,1,LAN,NL,115,258,37,75,14,4,5,28,7,2,26,38,4,7,2,0,3 +cordefr01,2002,1,TEX,AL,39,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +cordewi01,2002,1,CLE,AL,6,18,1,4,0,0,0,1,0,0,0,3,0,0,0,0,1 +cordewi01,2002,2,MON,NL,66,143,21,39,9,0,6,29,2,0,17,26,0,2,0,4,3 +cordoma01,2002,1,BAL,AL,131,458,55,116,25,2,18,64,1,6,47,111,3,3,2,3,17 +coreybr01,2002,1,LAN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +coreyma02,2002,1,NYN,NL,13,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +coreyma02,2002,2,COL,NL,14,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +cormirh01,2002,1,PHI,NL,54,3,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0 +cornena01,2002,1,DET,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cotahu01,2002,1,PIT,NL,7,17,2,5,1,0,0,0,0,0,1,4,1,0,0,0,0 +counscr01,2002,1,ARI,NL,112,436,63,123,22,1,2,51,7,5,45,52,3,1,4,3,10 +coxst01,2002,1,TBA,AL,148,560,65,142,30,1,16,72,5,0,60,116,5,7,0,6,15 +crawfca02,2002,1,TBA,AL,63,259,23,67,11,6,2,30,9,5,9,41,0,3,6,1,0 +credejo01,2002,1,CHA,AL,53,200,28,57,10,0,12,35,0,2,8,40,0,0,0,1,1 +creekdo01,2002,1,TBA,AL,29,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +creekdo01,2002,2,SEA,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +crespce01,2002,1,SDN,NL,25,29,5,5,2,0,0,0,3,2,3,6,0,0,1,0,0 +cressja01,2002,1,MIN,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +crispco01,2002,1,CLE,AL,32,127,16,33,9,2,1,9,4,1,11,19,0,0,3,2,0 +crudami01,2002,1,SLN,NL,49,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +cruzde01,2002,1,SDN,NL,151,514,49,135,28,2,7,47,2,3,22,58,2,3,3,5,20 +cruziv01,2002,1,SLN,NL,17,14,2,5,0,0,1,3,0,0,1,3,0,0,0,0,0 +cruzja01,2002,1,DET,AL,35,88,12,24,3,1,2,6,3,1,13,20,0,3,1,2,2 +cruzjo02,2002,1,TOR,AL,124,466,64,114,26,5,18,70,7,1,51,106,1,0,1,4,8 +cruzju02,2002,1,CHN,NL,45,14,0,2,0,0,0,0,0,0,0,4,0,0,2,0,0 +cruzne01,2002,1,HOU,NL,43,13,0,0,0,0,0,1,0,0,1,8,0,0,2,0,0 +cuddymi01,2002,1,MIN,AL,41,112,12,29,7,0,4,13,2,0,8,30,0,1,1,1,3 +cunnawi01,2002,1,CHN,NL,16,4,2,1,0,0,0,0,0,0,1,0,0,0,0,0,0 +custja01,2002,1,COL,NL,35,65,8,11,2,0,1,8,0,1,12,32,0,0,0,1,3 +cyrer01,2002,1,SDN,NL,5,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +daalom01,2002,1,LAN,NL,39,39,2,6,2,0,1,4,0,0,1,11,0,0,8,0,0 +damicje01,2002,1,NYN,NL,29,37,2,4,0,0,0,0,0,0,2,22,0,0,5,0,1 +damonjo01,2002,1,BOS,AL,154,623,118,178,34,11,14,63,31,6,65,70,5,6,3,5,4 +darenvi01,2002,1,FLO,NL,43,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +daubabr01,2002,1,BOS,AL,137,444,62,118,24,2,20,78,2,1,51,126,4,7,0,4,10 +davanje02,2002,1,ANA,AL,16,30,3,5,3,0,1,4,1,0,2,6,0,0,1,0,0 +daveyto01,2002,1,SDN,NL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +davisbe01,2002,1,SEA,AL,80,228,24,59,10,1,7,43,1,1,18,58,1,2,1,4,6 +davisdo02,2002,1,TEX,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +davisja02,2002,1,CLE,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +davisjj01,2002,1,PIT,NL,9,10,1,1,0,0,0,0,0,0,0,4,0,1,0,0,1 +daviska01,2002,1,NYN,NL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dawkitr01,2002,1,CIN,NL,31,48,2,6,2,0,0,0,2,1,6,21,0,0,1,0,1 +dawlejo01,2002,1,ATL,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dayza01,2002,1,MON,NL,19,6,1,1,0,0,0,0,0,0,1,4,0,0,2,0,0 +dehaako01,2002,1,SDN,NL,12,11,1,1,0,0,0,0,0,0,0,6,0,0,0,0,0 +dejeami01,2002,1,MIL,NL,68,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +delgaca01,2002,1,TOR,AL,143,505,103,140,34,2,33,108,1,0,102,126,18,13,0,8,8 +delgawi01,2002,1,SLN,NL,12,20,2,4,2,0,2,5,0,0,0,6,0,0,1,0,0 +delluda01,2002,1,ARI,NL,97,229,34,56,11,2,7,29,2,4,28,55,5,1,0,3,7 +deloslu02,2002,1,TBA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +delosva01,2002,1,MIL,NL,51,2,0,0,0,0,0,0,0,0,1,1,0,0,2,0,0 +dempsry01,2002,1,FLO,NL,18,34,0,2,0,1,0,2,0,0,1,12,0,0,4,0,0 +dempsry01,2002,2,CIN,NL,17,29,2,6,1,0,0,1,0,0,1,8,0,0,5,0,0 +depause01,2002,1,CLE,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +derosma01,2002,1,ATL,NL,72,212,24,63,9,2,5,23,2,3,12,24,3,3,2,3,5 +deshide01,2002,1,CHN,NL,67,146,20,28,6,1,3,10,10,1,21,38,2,0,6,1,0 +desseel01,2002,1,CIN,NL,31,45,1,9,0,0,0,5,0,0,3,11,0,0,9,0,0 +dewitma01,2002,1,SDN,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +diazei01,2002,1,CLE,AL,102,320,34,66,19,0,2,16,0,1,17,27,1,6,6,2,13 +diazju01,2002,1,BOS,AL,4,7,2,2,1,0,1,2,0,0,1,2,0,0,0,0,0 +difelmi01,2002,1,SLN,NL,70,174,17,40,11,0,4,19,0,0,17,42,3,1,2,3,4 +diggibe01,2002,1,MIL,NL,5,7,0,1,0,0,0,0,0,0,0,1,0,0,1,0,0 +donnebr01,2002,1,ANA,AL,46,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +donnech01,2002,1,ARI,NL,74,80,5,19,4,1,3,16,0,0,10,14,1,0,0,3,2 +doteloc01,2002,1,HOU,NL,83,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +douglse01,2002,1,BAL,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dresery01,2002,1,CLE,AL,26,3,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0 +drewjd01,2002,1,SLN,NL,135,424,61,107,19,1,18,56,8,2,57,104,4,8,3,4,4 +drewti01,2002,1,MON,NL,7,4,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +drisktr01,2002,1,BAL,AL,29,3,1,0,0,0,0,0,0,0,1,3,0,0,0,0,0 +duboser01,2002,1,BAL,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +duckwbr01,2002,1,PHI,NL,30,48,3,9,1,0,0,4,0,0,5,11,0,0,6,0,3 +duffma01,2002,1,SLN,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +duncaco01,2002,1,CHN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dunnad01,2002,1,CIN,NL,158,535,84,133,28,2,26,71,19,9,128,170,13,9,1,3,8 +dunstsh01,2002,1,SFN,NL,72,147,7,34,5,0,1,9,1,0,3,33,0,1,1,1,0 +dunwoto01,2002,1,CLE,AL,2,6,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +durazer01,2002,1,ARI,NL,76,222,46,58,12,2,16,48,0,1,49,60,2,2,0,3,1 +durbich01,2002,1,KCA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +durhara01,2002,1,CHA,AL,96,345,71,103,20,2,9,48,20,5,49,59,0,5,8,4,13 +durhara01,2002,2,OAK,AL,54,219,43,60,14,4,6,22,6,2,24,34,1,2,2,1,2 +durocja01,2002,1,MIL,NL,39,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +dyeje01,2002,1,OAK,AL,131,488,74,123,27,1,24,86,2,0,52,108,2,10,0,5,15 +easleda01,2002,1,DET,AL,85,304,29,68,14,1,8,30,1,3,27,43,3,11,1,3,4 +eatonad01,2002,1,SDN,NL,6,9,0,1,0,0,0,0,0,0,1,4,0,0,0,0,1 +echevan01,2002,1,CHN,NL,50,98,14,30,7,0,3,21,0,0,8,17,0,1,0,4,4 +eckener01,2002,1,DET,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +eckstda01,2002,1,ANA,AL,152,608,107,178,22,6,8,63,21,13,45,44,0,27,14,8,7 +edmonji01,2002,1,SLN,NL,144,476,96,148,31,2,28,83,4,3,86,134,14,8,0,6,9 +eischjo01,2002,1,MON,NL,59,8,1,1,1,0,0,0,0,0,1,3,0,0,0,0,0 +elderda01,2002,1,CLE,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ellisma01,2002,1,OAK,AL,98,345,58,94,16,4,6,35,4,2,44,54,1,4,8,3,3 +ellisro02,2002,1,LAN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +embreal01,2002,1,SDN,NL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +embreal01,2002,2,BOS,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +encarju01,2002,1,CIN,NL,83,321,43,89,11,2,16,51,9,4,26,63,0,1,3,3,7 +encarju01,2002,2,FLO,NL,69,263,34,69,11,3,8,34,12,5,20,50,0,3,0,4,11 +encarma01,2002,1,CHN,NL,3,7,0,0,0,0,0,0,0,0,2,3,0,0,0,0,0 +ennisjo01,2002,1,ATL,NL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ensbemo01,2002,1,HOU,NL,49,132,14,32,7,2,3,19,2,0,18,25,0,3,0,0,8 +ericksc01,2002,1,BAL,AL,29,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +erstada01,2002,1,ANA,AL,150,625,99,177,28,4,10,73,23,3,27,67,4,2,5,4,9 +escalfe01,2002,1,TBA,AL,59,157,17,34,8,2,0,9,7,2,3,44,0,7,3,1,2 +escobke01,2002,1,TOR,AL,76,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +estalbo02,2002,1,COL,NL,38,112,17,23,8,0,8,25,0,1,14,33,0,0,0,4,1 +estessh01,2002,1,NYN,NL,24,35,1,3,1,0,1,3,0,0,0,14,0,0,5,0,1 +estessh01,2002,2,CIN,NL,6,8,0,0,0,0,0,0,0,0,0,3,0,0,2,0,0 +estrajo01,2002,1,PHI,NL,10,17,0,2,1,0,0,2,0,0,2,2,1,0,0,0,0 +everead01,2002,1,HOU,NL,40,88,11,17,3,0,0,4,3,0,12,19,1,1,2,0,1 +evereca01,2002,1,TEX,AL,105,374,47,100,16,0,16,62,2,3,33,77,4,6,1,4,7 +eyresc01,2002,1,TOR,AL,49,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +eyresc01,2002,2,SFN,NL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fabrejo01,2002,1,ANA,AL,35,88,8,17,1,0,0,8,0,0,6,6,1,0,2,0,3 +fabrejo01,2002,2,MIL,NL,30,67,5,11,3,0,3,14,0,0,2,7,0,0,0,4,2 +farnsje01,2002,1,DET,AL,44,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +farnsky01,2002,1,CHN,NL,45,1,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0 +fasansa01,2002,1,ANA,AL,2,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +fasseje01,2002,1,CHN,NL,57,3,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +fasseje01,2002,2,SLN,NL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +febleca01,2002,1,KCA,AL,119,351,44,86,16,4,4,26,16,5,41,63,0,7,5,0,8 +felicpe01,2002,1,NYN,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +felizpe01,2002,1,SFN,NL,67,146,14,37,4,1,2,13,0,0,6,27,1,0,0,1,2 +fernaja01,2002,1,CIN,NL,14,10,2,2,0,0,0,1,0,0,1,7,0,0,2,0,0 +fettemi01,2002,1,PIT,NL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fettemi01,2002,2,ARI,NL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fickro01,2002,1,DET,AL,148,556,66,150,36,2,17,63,0,1,46,90,4,7,0,5,17 +fieldna01,2002,1,KCA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +figgich01,2002,1,ANA,AL,15,12,6,2,1,0,0,1,2,1,0,5,0,0,0,0,1 +figuene01,2002,1,MIL,NL,30,15,0,2,0,0,0,3,0,0,1,6,0,0,4,0,0 +fikacje01,2002,1,SDN,NL,65,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +filebo01,2002,1,TOR,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +finlech01,2002,1,CLE,AL,18,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,1 +finlech01,2002,2,SLN,NL,14,28,2,3,1,0,0,1,0,0,0,12,0,0,5,0,0 +finlest01,2002,1,ARI,NL,150,505,82,145,24,4,25,89,16,4,65,73,7,3,1,3,10 +fioreto01,2002,1,MIN,AL,48,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +fitzgbr01,2002,1,SEA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +flahejo01,2002,1,TBA,AL,76,281,27,73,20,0,4,33,2,2,15,50,0,1,2,4,6 +fletcda01,2002,1,TOR,AL,45,127,8,28,6,0,3,22,0,0,4,13,0,0,1,3,4 +florejo01,2002,1,OAK,AL,7,3,2,0,0,0,0,0,1,1,1,0,0,1,0,0,0 +florera01,2002,1,TEX,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +florera01,2002,2,COL,NL,8,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +floydcl01,2002,1,FLO,NL,84,296,49,85,20,0,18,57,10,5,58,68,18,7,0,1,0 +floydcl01,2002,2,MON,NL,15,53,7,11,2,0,3,4,1,0,3,10,1,1,0,0,0 +floydcl01,2002,3,BOS,AL,47,171,30,54,21,0,7,18,4,0,15,28,0,2,0,2,6 +foggjo01,2002,1,PIT,NL,34,58,2,7,0,0,0,1,0,0,2,22,0,0,2,0,0 +fordybr01,2002,1,BAL,AL,56,130,7,30,8,0,1,8,1,0,9,19,0,4,3,0,5 +fossuca01,2002,1,BOS,AL,43,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fostejo01,2002,1,ATL,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +foulkke01,2002,1,CHA,AL,65,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +foxan01,2002,1,FLO,NL,133,435,55,109,14,5,4,41,31,7,49,94,6,10,5,3,9 +foxch02,2002,1,MIL,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +francju01,2002,1,ATL,NL,125,338,51,96,13,1,6,30,5,1,39,75,3,1,2,3,13 +francma01,2002,1,ATL,NL,81,205,25,65,15,4,6,30,1,0,27,31,2,0,0,1,5 +frankry01,2002,1,SEA,AL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +frankwa01,2002,1,MIL,NL,4,6,0,0,0,0,0,0,0,0,2,3,0,0,0,0,0 +fredeke01,2002,1,MIN,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +frymatr01,2002,1,CLE,AL,118,397,42,86,14,3,11,55,0,0,40,82,1,2,0,0,12 +fuentbr01,2002,1,COL,NL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fullmbr01,2002,1,ANA,AL,130,429,75,124,35,6,19,59,10,3,32,44,6,15,0,3,7 +fultzaa01,2002,1,SFN,NL,44,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +furcara01,2002,1,ATL,NL,154,636,95,175,31,8,8,47,27,15,43,114,0,3,9,2,8 +fyhrimi01,2002,1,OAK,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gagneer01,2002,1,LAN,NL,77,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +galaran01,2002,1,MON,NL,104,292,30,76,12,0,9,40,2,2,30,81,6,9,0,3,8 +gantro01,2002,1,SDN,NL,102,309,58,81,14,1,18,59,4,6,36,59,1,2,1,5,8 +garceri01,2002,1,BOS,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +garcifr02,2002,1,SEA,AL,34,6,0,2,1,0,0,0,0,0,0,1,0,0,1,0,0 +garcije01,2002,1,ATL,NL,39,61,6,12,1,0,0,5,0,1,0,14,0,0,0,0,1 +garcika01,2002,1,NYA,AL,2,5,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +garcika01,2002,2,CLE,AL,51,197,29,59,8,0,16,52,0,3,6,40,0,0,0,2,6 +garcilu02,2002,1,BAL,AL,6,3,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +garcino01,2002,1,BOS,AL,156,635,101,197,56,5,24,120,5,2,41,63,4,6,0,11,17 +garcire01,2002,1,TEX,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gardnle01,2002,1,TBA,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +garlajo01,2002,1,CHA,AL,33,2,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +georgch02,2002,1,KCA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +germaes01,2002,1,OAK,AL,9,35,4,7,0,0,0,0,1,0,4,11,0,1,0,0,0 +germafr01,2002,1,DET,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +giambja01,2002,1,NYA,AL,155,560,120,176,34,1,41,122,2,2,109,112,4,15,0,5,18 +giambje01,2002,1,OAK,AL,42,157,26,43,7,0,8,17,0,0,27,40,0,3,0,0,4 +giambje01,2002,2,PHI,NL,82,156,32,38,10,0,12,28,0,1,52,54,2,1,1,0,1 +gibboja01,2002,1,BAL,AL,136,490,71,121,29,1,28,69,1,3,45,66,3,2,0,4,9 +gilbe01,2002,1,ANA,AL,61,130,11,37,8,1,3,20,2,1,5,33,0,0,2,2,0 +gilesbr02,2002,1,PIT,NL,153,497,95,148,37,5,38,103,15,6,135,74,24,7,0,5,10 +gilesma01,2002,1,ATL,NL,68,213,27,49,10,1,8,23,1,1,25,41,3,2,1,1,5 +gilge01,2002,1,BAL,AL,125,422,33,98,19,0,12,45,2,2,21,88,1,1,5,1,17 +ginteke01,2002,1,HOU,NL,7,5,1,1,1,0,0,0,0,0,2,1,0,1,0,0,0 +ginteke01,2002,2,MIL,NL,21,76,6,18,8,0,1,8,0,0,15,14,0,0,0,0,0 +gintema01,2002,1,CHA,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gipsoch01,2002,1,SEA,AL,79,72,22,17,5,2,0,8,4,0,9,14,0,1,2,0,3 +girarjo01,2002,1,CHN,NL,90,234,19,53,10,1,1,13,1,0,16,35,3,0,5,1,10 +glanvdo01,2002,1,PHI,NL,138,422,49,105,16,3,6,29,19,2,25,57,4,2,8,3,5 +glaustr01,2002,1,ANA,AL,156,569,99,142,24,1,30,111,10,3,88,144,4,6,0,8,12 +glavito02,2002,1,ATL,NL,37,68,0,7,1,0,0,3,0,0,3,13,0,0,13,0,5 +gloadro01,2002,1,COL,NL,26,31,4,8,1,0,1,4,0,0,3,7,0,0,0,0,0 +glovega01,2002,1,CHA,AL,41,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +gomeswa01,2002,1,BOS,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gomezal01,2002,1,KCA,AL,5,10,0,2,0,0,0,0,0,0,0,2,0,0,0,0,0 +gomezch02,2002,1,TBA,AL,130,461,51,122,31,3,10,46,1,3,21,58,0,7,6,3,8 +gonzaal01,2002,1,CHN,NL,142,513,58,127,27,5,18,61,5,3,46,136,7,3,4,2,11 +gonzaal02,2002,1,FLO,NL,42,151,15,34,7,1,2,18,3,1,12,32,1,4,3,2,2 +gonzaju03,2002,1,TEX,AL,70,277,38,78,21,1,8,35,2,0,17,56,1,1,0,1,11 +gonzalu01,2002,1,ARI,NL,148,524,90,151,19,3,28,103,9,2,97,76,8,5,0,7,12 +gonzara01,2002,1,CIN,NL,10,23,4,6,1,0,0,1,2,0,2,5,0,0,0,0,1 +gonzara01,2002,2,NYN,NL,30,81,9,21,2,0,3,11,2,2,4,17,0,0,0,1,2 +gonzawi01,2002,1,SDN,NL,56,164,16,36,8,1,1,20,0,0,27,24,3,1,0,2,10 +goodwto01,2002,1,SFN,NL,78,154,23,40,5,2,1,17,16,2,14,25,0,0,3,0,3 +gordoto01,2002,1,CHN,NL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gordoto01,2002,2,HOU,NL,15,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +graboja01,2002,1,OAK,AL,4,8,3,3,1,1,0,1,0,0,3,1,0,0,0,0,0 +gracema01,2002,1,ARI,NL,124,298,43,75,19,0,7,48,2,0,46,30,6,1,0,3,5 +graffto01,2002,1,CHA,AL,70,229,35,60,12,4,6,31,2,1,22,38,1,2,4,2,2 +graveda01,2002,1,CIN,NL,69,6,1,0,0,0,0,0,0,0,0,2,0,0,2,0,0 +greensh01,2002,1,LAN,NL,158,582,110,166,31,1,42,114,8,5,93,112,22,5,0,5,26 +greento02,2002,1,TEX,AL,42,112,15,30,5,0,10,19,0,0,2,23,0,1,1,2,4 +greerru01,2002,1,TEX,AL,51,199,24,59,9,2,1,17,1,0,19,17,0,0,0,1,5 +greisse01,2002,1,DET,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grievbe01,2002,1,TBA,AL,136,482,62,121,30,0,19,64,8,2,69,121,5,8,0,2,15 +griffke02,2002,1,CIN,NL,70,197,17,52,8,0,8,23,1,2,28,39,6,3,0,4,6 +grimsja01,2002,1,KCA,AL,70,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grissma02,2002,1,LAN,NL,111,343,57,95,21,4,17,60,5,1,22,68,2,2,0,4,6 +groombu01,2002,1,BAL,AL,70,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grudzma01,2002,1,LAN,NL,150,536,56,145,23,0,9,50,4,1,22,89,4,3,1,4,17 +gryboke01,2002,1,ATL,NL,57,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guarded01,2002,1,MIN,AL,68,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guerrvl01,2002,1,MON,NL,161,614,106,206,37,2,39,111,40,20,84,70,32,6,0,5,20 +guerrwi01,2002,1,CIN,NL,59,78,9,19,1,1,0,4,2,1,6,13,0,0,5,0,1 +guerrwi01,2002,2,MON,NL,44,62,3,12,1,0,0,1,5,0,1,19,1,0,4,0,1 +guielaa01,2002,1,KCA,AL,70,240,30,56,13,0,4,38,1,5,19,61,1,4,2,4,3 +guillca01,2002,1,SEA,AL,134,475,73,124,24,6,9,56,4,5,46,91,4,1,3,3,8 +guilljo01,2002,1,ARI,NL,54,131,13,30,4,0,4,15,3,4,7,25,1,2,0,1,7 +guilljo01,2002,2,CIN,NL,31,109,12,27,3,0,4,16,1,1,7,18,0,1,1,0,6 +guthrma01,2002,1,NYN,NL,68,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gutieri01,2002,1,CLE,AL,94,353,38,97,13,0,4,38,0,1,20,48,0,7,3,1,14 +guzmacr01,2002,1,MIN,AL,148,623,80,170,31,6,9,59,12,13,17,79,2,2,8,6,12 +hackmlu01,2002,1,SLN,NL,43,16,0,1,0,0,0,0,0,0,1,6,0,0,0,0,0 +hafnetr01,2002,1,TEX,AL,23,62,6,15,4,1,1,6,0,1,8,15,1,0,0,0,0 +hairsje02,2002,1,BAL,AL,122,426,55,114,25,3,5,32,21,6,34,55,0,7,8,4,5 +halamjo01,2002,1,SEA,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hallaro01,2002,1,TOR,AL,34,6,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1 +hallbi03,2002,1,MIL,NL,19,36,3,7,1,1,1,5,0,1,3,13,0,0,0,0,1 +hallto02,2002,1,TBA,AL,85,330,37,85,19,1,6,42,0,1,17,27,3,1,2,3,14 +haltesh01,2002,1,DET,AL,122,410,46,98,22,6,10,39,0,4,39,92,1,4,1,4,12 +hamiljo02,2002,1,CIN,NL,39,28,3,7,3,0,0,1,0,0,0,7,0,0,4,1,0 +hammoch01,2002,1,ATL,NL,63,1,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +hammoje01,2002,1,MIL,NL,128,448,47,115,26,5,9,41,4,5,52,86,0,2,1,7,13 +hamptmi01,2002,1,COL,NL,36,64,9,22,2,0,3,5,1,1,1,13,0,0,1,0,1 +hancojo01,2002,1,BOS,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +haneych01,2002,1,BOS,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hanseda01,2002,1,LAN,NL,96,120,15,35,6,0,2,17,1,0,14,22,3,0,0,1,2 +haranaa01,2002,1,OAK,AL,16,3,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +harpetr01,2002,1,TBA,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +harrile01,2002,1,MIL,NL,122,197,23,60,8,2,3,17,4,1,14,17,1,2,1,1,4 +harriwi01,2002,1,CHA,AL,49,163,14,38,4,0,2,12,8,0,9,21,0,0,3,2,3 +hartja01,2002,1,TEX,AL,10,15,2,4,3,0,0,0,0,0,2,7,0,0,0,0,0 +hasegsh01,2002,1,SEA,AL,53,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +haselbi01,2002,1,TEX,AL,69,179,16,44,7,0,3,18,0,0,11,25,1,2,1,0,6 +hattesc01,2002,1,OAK,AL,136,492,58,138,22,4,15,61,0,0,68,56,1,6,1,1,8 +hawkila01,2002,1,MIN,AL,65,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hayneji01,2002,1,CIN,NL,36,61,5,10,2,0,0,6,0,0,1,12,0,0,10,0,1 +helliri01,2002,1,ARI,NL,30,46,3,2,0,0,0,1,0,0,8,16,0,1,6,0,1 +helmswe01,2002,1,ATL,NL,85,210,20,51,16,0,6,22,1,1,11,57,2,3,1,6,5 +heltoto01,2002,1,COL,NL,156,553,107,182,39,4,30,109,5,1,99,91,21,5,0,10,10 +henderi01,2002,1,BOS,AL,72,179,40,40,6,1,5,16,8,2,38,47,0,4,0,1,3 +hendrma01,2002,1,TOR,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +henrios01,2002,1,DET,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hensodr01,2002,1,NYA,AL,3,1,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +hentgpa01,2002,1,BAL,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +heredfe01,2002,1,TOR,AL,53,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hergema01,2002,1,MON,NL,62,1,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +hermach01,2002,1,PIT,NL,65,194,22,40,11,1,7,15,7,5,17,68,0,1,3,1,1 +hermach01,2002,2,CHN,NL,35,43,3,9,3,0,1,3,0,0,5,14,0,0,1,0,0 +hermadu01,2002,1,BOS,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hernaad01,2002,1,NYA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hernaca03,2002,1,HOU,NL,25,35,3,6,0,0,0,1,0,0,2,11,0,0,4,0,0 +hernajo01,2002,1,MIL,NL,152,525,72,151,24,2,24,73,3,5,52,188,5,4,0,1,19 +hernali01,2002,1,SFN,NL,36,64,6,15,4,1,0,6,0,0,0,9,0,0,10,1,3 +hernaor01,2002,1,NYA,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hernara02,2002,1,OAK,AL,136,403,51,94,20,0,7,42,0,0,43,64,1,5,3,3,11 +hernaro01,2002,1,KCA,AL,53,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hernaru03,2002,1,KCA,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +herreal01,2002,1,CLE,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hidalri01,2002,1,HOU,NL,114,388,54,91,17,4,15,48,6,2,43,85,1,6,0,2,13 +higgibo02,2002,1,DET,AL,119,444,50,125,24,3,10,63,12,5,41,45,3,6,1,7,8 +hiljuer01,2002,1,OAK,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hillbo01,2002,1,CHN,NL,59,190,26,48,7,2,4,20,6,1,17,42,4,4,4,0,0 +hillesh02,2002,1,BOS,AL,156,634,94,186,43,4,18,83,4,2,25,95,4,12,0,5,18 +hillje02,2002,1,KCA,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hinchaj01,2002,1,KCA,AL,72,197,25,49,7,1,7,27,3,3,18,35,0,3,2,0,2 +hinsker01,2002,1,TOR,AL,151,566,99,158,38,2,24,84,13,1,77,138,5,2,0,5,12 +hitchst01,2002,1,NYA,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hockide01,2002,1,MIN,AL,102,260,28,65,13,0,2,25,0,2,24,44,0,1,4,5,3 +hodgetr01,2002,1,ATL,NL,4,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +hoffmtr01,2002,1,SDN,NL,61,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hollato01,2002,1,COL,NL,95,298,39,88,21,1,11,48,7,8,26,71,4,1,1,2,8 +hollato01,2002,2,TEX,AL,39,132,16,34,6,0,5,19,1,0,14,27,0,0,2,1,0 +hollida01,2002,1,PHI,NL,14,17,1,2,0,0,0,0,0,1,0,3,0,1,0,0,0 +holmeda01,2002,1,ATL,NL,55,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +holtzmi01,2002,1,OAK,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +holtzmi01,2002,2,SDN,NL,33,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +hoovepa01,2002,1,TBA,AL,5,17,1,3,0,0,0,2,0,0,0,5,0,0,0,0,0 +houstty01,2002,1,MIL,NL,76,255,25,77,15,2,7,33,1,0,14,41,3,4,4,1,4 +houstty01,2002,2,LAN,NL,35,65,9,13,5,1,0,7,0,0,2,21,0,0,0,0,5 +howarbe01,2002,1,SDN,NL,3,4,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +howrybo01,2002,1,CHA,AL,47,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +howrybo01,2002,2,BOS,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hubbatr01,2002,1,SDN,NL,89,129,16,27,5,0,1,7,9,6,14,28,0,0,0,1,3 +huckake01,2002,1,TOR,AL,88,273,29,67,6,1,3,22,0,0,9,44,1,0,1,0,10 +hudsolu01,2002,1,CIN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +hudsoor01,2002,1,TOR,AL,54,192,20,53,10,5,4,23,0,1,11,27,0,2,0,2,6 +hudsoti01,2002,1,OAK,AL,34,5,1,1,1,0,0,0,0,0,1,1,0,0,0,0,0 +huffau01,2002,1,TBA,AL,113,454,67,142,25,0,23,59,4,1,37,55,7,1,0,2,17 +hundlto01,2002,1,CHN,NL,92,266,32,56,8,0,16,35,0,0,32,80,3,3,1,1,6 +huntebr02,2002,1,HOU,NL,98,201,32,54,16,3,3,20,5,0,16,39,0,2,1,0,3 +hunteto01,2002,1,MIN,AL,148,561,89,162,37,4,29,94,23,8,35,118,3,5,0,3,17 +hyzduad01,2002,1,PIT,NL,59,155,24,36,6,0,11,34,0,0,21,44,0,1,0,2,1 +ibanera01,2002,1,KCA,AL,137,497,70,146,37,6,24,103,5,3,40,76,5,2,1,4,11 +infanom01,2002,1,DET,AL,18,72,4,24,3,0,1,6,0,1,3,10,0,0,0,0,0 +ingebr01,2002,1,DET,AL,95,321,27,65,15,3,7,24,1,3,24,101,0,4,1,1,7 +irabuhi01,2002,1,TEX,AL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ishiika01,2002,1,LAN,NL,28,50,1,5,0,0,0,2,0,0,2,21,0,0,4,0,2 +isrinja01,2002,1,SLN,NL,60,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +izquiha02,2002,1,FLO,NL,20,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +izturce01,2002,1,LAN,NL,135,439,43,102,24,2,1,31,7,7,14,39,1,0,10,5,12 +jacksda04,2002,1,DET,AL,81,245,31,63,20,1,1,25,12,3,21,36,0,3,2,3,3 +jacksmi02,2002,1,MIN,AL,58,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jacksry01,2002,1,DET,AL,4,6,0,2,1,1,0,0,0,0,1,2,0,0,0,0,0 +jamesde01,2002,1,TBA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jamesmi01,2002,1,COL,NL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jarvike01,2002,1,SDN,NL,7,9,0,3,0,0,0,0,0,0,2,3,0,0,1,0,0 +jenkige01,2002,1,MIL,NL,67,243,35,59,17,1,10,29,1,2,22,60,1,6,0,1,8 +jennija01,2002,1,COL,NL,32,62,6,19,4,0,0,11,0,0,3,13,0,1,2,0,0 +jensema01,2002,1,MIL,NL,16,35,2,4,0,0,1,4,0,0,4,11,2,0,0,1,2 +jensery01,2002,1,SFN,NL,32,56,5,6,2,0,0,2,0,0,0,18,0,1,9,0,0 +jeterde01,2002,1,NYA,AL,157,644,124,191,26,0,18,75,32,3,73,114,2,7,3,3,14 +jimenda01,2002,1,SDN,NL,87,321,39,77,11,4,3,33,4,2,34,63,1,0,0,2,10 +jimenda01,2002,2,CHA,AL,27,108,22,31,4,3,1,11,2,1,16,10,0,1,0,0,1 +jimenja01,2002,1,TBA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jimenja01,2002,2,DET,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jimenjo01,2002,1,COL,NL,74,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnsch04,2002,1,FLO,NL,83,244,18,53,19,0,6,36,0,0,31,61,7,0,1,4,10 +johnsja02,2002,1,BAL,AL,22,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +johnsjo08,2002,1,SDN,NL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnsma01,2002,1,NYN,NL,42,51,5,7,4,0,1,4,0,0,9,18,0,0,1,0,0 +johnsma02,2002,1,CHA,AL,86,263,31,55,8,1,4,18,0,0,30,52,1,3,6,0,4 +johnsni01,2002,1,NYA,AL,129,378,56,92,15,0,15,58,1,3,48,98,5,12,3,0,11 +johnsra05,2002,1,ARI,NL,35,89,4,12,3,0,0,8,0,0,3,40,0,0,6,1,3 +johnsru01,2002,1,TBA,AL,45,111,15,24,5,0,1,12,5,2,16,22,1,1,2,0,2 +jonesan01,2002,1,ATL,NL,154,560,91,148,34,0,35,94,8,3,83,135,4,10,0,6,14 +jonesbo03,2002,1,SDN,NL,19,33,2,5,0,0,0,2,0,0,0,11,0,0,1,0,1 +jonesbo04,2002,1,NYN,NL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jonesbo04,2002,2,SDN,NL,4,2,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +jonesch06,2002,1,ATL,NL,158,548,90,179,35,1,26,100,8,2,107,89,23,2,0,5,18 +jonesja04,2002,1,MIN,AL,149,577,96,173,37,2,27,85,6,7,37,129,2,2,4,6,8 +jonesto02,2002,1,COL,NL,79,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +jordabr01,2002,1,LAN,NL,128,471,65,134,27,3,18,80,2,2,34,86,3,6,0,4,10 +josefe01,2002,1,ARI,NL,13,19,5,5,0,0,2,4,0,0,4,8,0,0,0,2,1 +josepke01,2002,1,SLN,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +juliojo01,2002,1,BAL,AL,67,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jungeer01,2002,1,PHI,NL,4,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +justida01,2002,1,OAK,AL,118,398,54,106,18,3,11,49,4,1,70,66,3,1,0,2,12 +kaplega01,2002,1,TEX,AL,72,196,25,51,12,1,0,17,5,2,8,30,0,0,7,3,3 +kaplega01,2002,2,COL,NL,40,119,12,37,4,3,2,17,6,2,8,23,0,1,0,0,2 +karroer01,2002,1,LAN,NL,142,524,52,142,26,1,13,73,4,2,37,74,1,6,0,6,11 +karsast01,2002,1,NYA,AL,78,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +kayeju01,2002,1,SEA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kearnau01,2002,1,CIN,NL,107,372,66,117,24,3,13,56,6,3,54,81,3,6,0,3,11 +kellekr01,2002,1,DET,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kendaja01,2002,1,PIT,NL,145,545,59,154,25,3,3,44,15,8,49,29,1,9,0,2,11 +kennead01,2002,1,ANA,AL,144,474,65,148,32,6,7,52,17,4,19,80,1,7,5,4,5 +kennejo04,2002,1,TBA,AL,30,7,1,3,0,0,0,1,0,0,0,1,0,0,0,0,0 +kentje01,2002,1,SFN,NL,152,623,102,195,42,2,37,108,5,1,52,101,3,4,0,3,20 +kentst01,2002,1,TBA,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kershja01,2002,1,SDN,NL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +kershja01,2002,2,TOR,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kieltbo01,2002,1,MIN,AL,112,289,49,84,14,3,12,46,4,1,52,66,4,5,0,2,4 +kileda01,2002,1,SLN,NL,14,22,0,2,0,0,0,0,0,0,1,9,0,0,3,0,0 +kimby01,2002,1,ARI,NL,72,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +kimsu01,2002,1,BOS,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kimsu01,2002,2,MON,NL,4,8,2,2,0,0,0,0,0,0,0,2,0,0,0,0,1 +kingra01,2002,1,MIL,NL,76,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kingsge01,2002,1,SEA,AL,2,3,0,2,0,0,0,0,0,0,0,0,0,0,0,0,1 +kingsge01,2002,2,SDN,NL,89,216,27,60,10,3,2,28,9,2,20,47,0,3,3,1,5 +kinkami01,2002,1,LAN,NL,37,50,7,19,5,0,2,11,1,0,4,10,0,6,0,0,2 +kinnema01,2002,1,MIN,AL,14,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +klassda01,2002,1,ARI,NL,4,3,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +kleskry01,2002,1,SDN,NL,146,540,90,162,39,1,29,95,6,2,76,86,11,4,1,4,7 +klinest02,2002,1,SLN,NL,66,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +knighbr01,2002,1,NYA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +knoblch01,2002,1,KCA,AL,80,300,41,63,9,0,6,22,19,3,28,32,1,4,2,2,5 +knottga01,2002,1,FLO,NL,28,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kochbi01,2002,1,OAK,AL,84,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kolbda01,2002,1,TEX,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +komiysa01,2002,1,NYN,NL,25,1,0,0,0,0,0,0,0,0,1,1,0,0,1,0,0 +konerpa01,2002,1,CHA,AL,151,570,81,173,30,0,27,104,0,0,44,72,2,9,0,7,17 +koplomi01,2002,1,ARI,NL,55,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +koskico01,2002,1,MIN,AL,140,490,71,131,37,3,15,69,10,11,72,127,4,9,0,5,14 +kotsama01,2002,1,SDN,NL,153,578,82,169,27,7,17,61,11,9,59,89,0,3,2,4,10 +kozlobe01,2002,1,TEX,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kreutch01,2002,1,LAN,NL,41,95,8,25,5,0,2,12,1,0,10,31,4,1,0,2,3 +lackejo01,2002,1,ANA,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lambda01,2002,1,MIN,AL,7,10,0,1,0,0,0,0,0,0,0,2,0,0,0,0,1 +lambmi01,2002,1,TEX,AL,115,314,54,89,13,0,9,33,0,0,33,48,5,3,2,3,7 +lampkto01,2002,1,SDN,NL,104,281,32,61,10,1,10,37,4,2,38,59,7,3,1,4,4 +laneja01,2002,1,HOU,NL,44,69,12,20,3,1,4,10,1,1,10,12,1,0,0,1,0 +langery01,2002,1,ATL,NL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lankfra01,2002,1,SDN,NL,81,205,20,46,7,1,6,26,2,2,30,61,3,2,1,2,3 +larkiba01,2002,1,CIN,NL,145,507,72,124,37,2,7,47,13,4,44,57,9,3,6,7,13 +larocgr01,2002,1,CLE,AL,21,52,12,14,3,1,0,4,1,0,6,6,0,2,0,0,1 +larsobr01,2002,1,CIN,NL,23,51,8,14,2,0,4,13,1,0,6,10,1,1,0,0,1 +larueja01,2002,1,CIN,NL,113,353,42,88,17,1,12,52,1,2,27,117,6,13,2,2,13 +lawrebr02,2002,1,SDN,NL,35,63,1,6,2,0,0,6,0,0,5,14,0,0,3,0,2 +lawrejo01,2002,1,TOR,AL,55,150,16,27,4,0,2,15,2,1,16,38,0,2,2,4,1 +lawtoma02,2002,1,CLE,AL,114,416,71,98,19,2,15,57,8,9,59,34,0,8,1,0,13 +lecroma01,2002,1,MIN,AL,63,181,19,47,11,1,7,27,0,2,13,38,1,0,0,2,5 +ledeeri01,2002,1,PHI,NL,96,203,33,46,13,1,8,23,1,2,35,50,0,1,1,1,3 +leeca01,2002,1,CHA,AL,140,492,82,130,26,2,26,80,1,4,75,73,4,2,0,7,5 +leecl02,2002,1,CLE,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leede02,2002,1,FLO,NL,162,581,95,157,35,7,27,86,19,9,98,164,8,5,0,4,14 +leetr01,2002,1,PHI,NL,153,536,55,142,26,2,13,70,5,3,54,104,10,0,0,2,12 +leiteal01,2002,1,NYN,NL,33,53,3,8,1,0,0,2,0,0,8,28,0,0,3,0,2 +leonjo01,2002,1,BAL,AL,36,89,8,22,2,0,3,10,1,0,3,20,0,1,0,0,2 +leshebr01,2002,1,TOR,AL,24,38,2,5,1,0,0,2,0,0,4,15,0,0,0,1,2 +levinal01,2002,1,ANA,AL,52,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lewisco01,2002,1,TEX,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lewisda01,2002,1,CHN,NL,58,79,7,19,3,1,0,7,1,3,7,11,0,3,2,0,0 +lidgebr01,2002,1,HOU,NL,6,2,0,2,1,0,0,2,0,0,0,0,0,0,0,0,0 +lidleco01,2002,1,OAK,AL,31,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +liebejo01,2002,1,CHN,NL,21,43,2,7,1,0,0,0,0,0,1,10,0,0,4,0,2 +liebemi01,2002,1,PHI,NL,130,476,46,133,29,2,15,52,0,1,38,58,2,14,0,2,16 +liefeje01,2002,1,CHA,AL,76,204,28,47,8,0,7,26,0,0,19,60,2,0,0,1,3 +ligteke01,2002,1,ATL,NL,52,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lillyte01,2002,1,NYA,AL,16,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +lillyte01,2002,2,OAK,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +limajo01,2002,1,DET,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lincomi01,2002,1,PIT,NL,55,5,0,0,0,0,0,0,0,0,0,5,0,0,0,0,0 +linebsc01,2002,1,HOU,NL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +littlma01,2002,1,COL,NL,61,105,20,21,5,2,0,5,2,1,13,28,0,4,1,0,1 +littlma01,2002,2,NYN,NL,3,3,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0 +littlma01,2002,3,ARI,NL,15,22,8,6,0,1,0,2,0,0,2,5,0,4,0,0,0 +lloydgr01,2002,1,MON,NL,41,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +lloydgr01,2002,2,FLO,NL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +loaizes01,2002,1,TOR,AL,25,6,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +lockhke01,2002,1,ATL,NL,128,296,34,64,13,3,5,32,0,1,27,50,9,1,5,2,4 +loducpa01,2002,1,LAN,NL,149,580,74,163,38,1,10,64,3,1,34,31,2,10,4,4,20 +loftoke01,2002,1,CHA,AL,93,352,68,91,20,6,8,42,22,8,49,51,0,0,4,1,0 +loftoke01,2002,2,SFN,NL,46,180,30,48,10,3,3,9,7,3,23,22,0,1,1,0,1 +lohseky01,2002,1,MIN,AL,32,4,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +lombage01,2002,1,DET,AL,72,241,34,58,11,3,5,13,13,2,20,78,1,1,7,1,0 +longte01,2002,1,OAK,AL,162,587,71,141,32,4,16,67,3,6,48,96,6,2,0,3,17 +loopebr01,2002,1,FLO,NL,78,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lopezal02,2002,1,ATL,NL,30,9,0,1,0,0,0,0,0,0,0,6,0,0,0,0,0 +lopezfe01,2002,1,TOR,AL,85,282,35,64,15,3,8,34,5,4,23,90,1,1,2,1,4 +lopezja01,2002,1,ATL,NL,109,347,31,81,15,0,11,52,0,1,26,63,8,8,0,4,15 +lopezlu02,2002,1,MIL,NL,6,8,1,0,0,0,0,1,0,0,2,1,0,0,0,0,0 +lopezlu02,2002,2,BAL,AL,52,109,10,23,6,0,2,9,1,0,3,20,0,0,0,0,3 +lopezme01,2002,1,PIT,NL,3,3,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +lopezro01,2002,1,BAL,AL,33,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,1 +loretma01,2002,1,MIL,NL,86,217,23,58,14,0,2,19,0,0,23,32,1,5,6,1,6 +loretma01,2002,2,HOU,NL,21,66,10,28,4,0,2,8,1,1,9,5,0,0,0,2,1 +lorraan01,2002,1,MIL,NL,5,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +louxsh01,2002,1,DET,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lowede01,2002,1,BOS,AL,32,3,0,1,0,0,0,0,0,0,1,0,0,0,1,0,1 +lowelmi01,2002,1,FLO,NL,160,597,88,165,44,0,24,92,4,3,65,92,5,4,0,11,16 +lowese01,2002,1,PIT,NL,43,13,0,1,0,0,0,0,0,0,0,5,0,0,2,0,0 +lowese01,2002,2,COL,NL,8,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +ludwiry01,2002,1,TEX,AL,23,81,10,19,6,0,1,9,2,1,7,24,0,0,0,0,4 +lugoju01,2002,1,HOU,NL,88,322,45,84,15,1,8,35,9,3,28,74,3,2,4,2,6 +lukasma01,2002,1,ANA,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lunarfe01,2002,1,BAL,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lundqda01,2002,1,SDN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lunsftr01,2002,1,SFN,NL,3,3,0,2,1,0,0,1,0,0,0,1,0,0,0,0,0 +lyonbr01,2002,1,TOR,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mabryjo01,2002,1,PHI,NL,21,21,1,6,0,0,0,3,0,0,1,5,1,0,0,1,0 +mabryjo01,2002,2,OAK,AL,89,193,27,53,13,1,11,40,1,1,14,37,1,1,0,3,7 +macdomi01,2002,1,KCA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +macharo01,2002,1,CHN,NL,22,58,5,16,4,0,1,5,0,0,5,11,0,0,1,0,2 +macharo01,2002,2,MIL,NL,51,153,14,39,10,1,2,17,0,0,12,30,4,1,1,2,5 +maciajo01,2002,1,DET,AL,33,107,10,25,4,0,0,6,3,2,8,13,0,1,4,1,4 +maciajo01,2002,2,MON,NL,90,231,33,59,17,1,7,33,5,6,13,44,0,1,4,3,2 +mackoro01,2002,1,PIT,NL,136,385,57,94,22,0,16,48,9,3,42,120,5,7,3,2,0 +maddugr01,2002,1,ATL,NL,35,59,6,11,3,0,0,2,1,0,0,8,0,0,9,0,0 +madurca01,2002,1,BAL,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mageewe01,2002,1,DET,AL,97,347,34,94,19,1,6,35,2,4,10,64,0,1,1,5,9 +magnami01,2002,1,OAK,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +magruch01,2002,1,CLE,AL,87,258,34,56,15,1,6,29,2,0,15,55,2,1,2,2,7 +mahayro01,2002,1,CHN,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mahompa01,2002,1,CHN,NL,18,5,1,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +mahonmi02,2002,1,CHN,NL,16,29,2,6,3,0,0,3,0,0,1,10,1,0,1,0,1 +maireos01,2002,1,FLO,NL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mallebr01,2002,1,MIL,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +malloma01,2002,1,FLO,NL,24,25,1,3,0,0,0,1,0,0,2,8,0,0,1,0,1 +mannji01,2002,1,HOU,NL,17,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +mantema01,2002,1,ARI,NL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +manzajo01,2002,1,PIT,NL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +marotmi01,2002,1,DET,AL,21,6,1,1,0,0,0,0,0,0,0,5,0,0,0,0,0 +marquja01,2002,1,ATL,NL,30,38,6,5,0,0,1,1,0,0,0,16,0,0,3,0,1 +marreel01,2002,1,SLN,NL,131,397,63,104,19,1,18,66,14,2,40,72,11,0,5,4,5 +marteda01,2002,1,CHA,AL,68,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +martied01,2002,1,SEA,AL,97,328,42,91,23,0,15,59,1,1,67,69,8,6,0,6,6 +martipe02,2002,1,BOS,AL,30,5,1,0,0,0,0,0,0,0,1,3,0,0,1,0,0 +martira03,2002,1,SFN,NL,72,181,26,49,10,2,4,25,2,0,14,26,2,4,0,1,1 +martiti02,2002,1,SLN,NL,150,511,63,134,25,1,21,75,3,2,58,71,9,2,1,4,12 +martito02,2002,1,TBA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +martivi01,2002,1,CLE,AL,12,32,2,9,1,0,1,5,0,0,3,2,0,0,0,1,1 +mateohe01,2002,1,MON,NL,22,23,1,4,0,1,0,0,2,0,2,6,1,0,0,0,0 +mateoju01,2002,1,SEA,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mateoru01,2002,1,CIN,NL,46,86,11,22,6,0,2,7,0,0,6,20,0,2,0,0,1 +mathemi01,2002,1,SLN,NL,110,315,31,77,12,1,3,35,1,3,32,49,6,2,8,6,3 +mathetj01,2002,1,HOU,NL,12,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1 +matosju01,2002,1,SDN,NL,76,185,19,44,3,0,2,19,1,1,9,33,0,2,3,1,5 +matoslu01,2002,1,BAL,AL,17,31,0,4,1,0,0,1,1,0,1,6,0,0,1,0,1 +matthga02,2002,1,NYN,NL,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +matthga02,2002,2,BAL,AL,109,344,54,95,25,3,7,38,15,5,43,69,1,1,5,4,4 +matthmi01,2002,1,SLN,NL,43,6,0,1,0,0,0,0,0,0,0,4,0,0,0,0,0 +matthmi01,2002,2,MIL,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +maureda01,2002,1,CLE,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mayda02,2002,1,KCA,AL,30,4,0,0,0,0,0,0,0,0,1,2,0,0,0,0,0 +maynebr01,2002,1,KCA,AL,101,326,35,77,8,2,4,30,4,4,34,54,1,2,4,4,8 +maysjo01,2002,1,MIN,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mccarda01,2002,1,KCA,AL,13,32,3,3,1,0,1,2,0,0,2,10,0,0,0,0,1 +mccarda01,2002,2,TBA,AL,12,34,2,6,0,0,1,2,0,0,4,9,0,2,0,0,0 +mccraqu01,2002,1,ARI,NL,123,349,60,108,27,8,3,40,5,4,32,68,0,2,13,4,3 +mcdondo01,2002,1,KCA,AL,10,22,3,4,2,0,0,1,1,0,4,5,0,0,0,1,0 +mcdonjo03,2002,1,CLE,AL,93,264,35,66,11,3,1,12,3,0,10,50,0,5,7,2,4 +mcewijo01,2002,1,NYN,NL,105,196,22,39,8,1,3,26,4,4,9,50,0,3,3,3,0 +mcgrifr01,2002,1,CHN,NL,146,523,67,143,27,2,30,103,1,2,63,99,6,4,0,5,13 +mcguiry01,2002,1,BAL,AL,17,26,0,2,1,0,0,2,0,0,2,7,0,0,0,0,2 +mckayco01,2002,1,OAK,AL,2,3,0,2,0,0,0,2,0,0,0,1,0,0,0,1,0 +mckeewa01,2002,1,COL,NL,5,13,1,4,0,0,0,0,0,0,0,3,0,0,0,0,0 +mclemma01,2002,1,SEA,AL,104,337,54,91,17,2,7,41,18,10,61,63,1,1,4,4,3 +meadobr01,2002,1,PIT,NL,11,18,0,0,0,0,0,1,0,0,0,10,0,0,3,1,0 +mecirji01,2002,1,OAK,AL,61,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +melusmi01,2002,1,DET,AL,8,27,3,6,0,0,0,1,0,0,5,3,0,1,0,1,0 +menchke01,2002,1,TEX,AL,110,366,52,95,20,2,15,60,1,1,31,83,0,8,2,5,4 +mendora01,2002,1,NYA,AL,62,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +menecfr01,2002,1,OAK,AL,38,132,22,27,7,0,3,15,0,0,20,32,0,1,0,1,4 +mercahe01,2002,1,PHI,NL,31,4,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +merceor01,2002,1,HOU,NL,123,251,35,72,13,3,6,30,4,0,26,50,5,0,1,3,9 +merckke01,2002,1,COL,NL,58,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +merlolo01,2002,1,BOS,AL,84,194,28,48,12,2,4,18,1,2,20,35,0,5,2,1,4 +mesajo01,2002,1,PHI,NL,74,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +micelda01,2002,1,TEX,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +michach01,2002,1,TEX,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +michaja01,2002,1,PHI,NL,81,105,16,28,10,3,2,11,1,1,13,33,1,1,0,2,1 +middlja01,2002,1,SDN,NL,12,6,2,2,0,0,0,0,0,0,0,1,0,0,1,0,0 +middlja01,2002,2,NYN,NL,3,5,0,0,0,0,0,0,0,0,1,2,0,0,0,0,0 +mientdo01,2002,1,MIN,AL,143,467,60,122,29,1,10,64,1,2,74,69,8,6,0,7,7 +millake01,2002,1,FLO,NL,126,438,58,134,41,0,16,57,0,2,40,74,0,5,0,6,15 +milleco01,2002,1,CIN,NL,39,114,9,29,10,0,3,15,0,0,9,20,2,4,1,1,7 +milleda02,2002,1,ARI,NL,101,297,40,74,22,0,11,42,0,0,38,88,5,3,2,0,14 +milleju01,2002,1,TOR,AL,25,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +millema01,2002,1,DET,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +milletr01,2002,1,MIN,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +millewa04,2002,1,HOU,NL,26,62,7,11,3,0,0,4,0,0,0,21,0,0,6,1,2 +millwke01,2002,1,ATL,NL,35,70,5,14,5,0,1,11,0,0,0,27,0,0,11,0,0 +miltoer01,2002,1,MIN,AL,30,5,0,2,0,0,0,1,0,0,0,1,0,0,0,0,0 +minorda01,2002,1,SFN,NL,83,173,21,41,6,0,10,24,0,0,24,34,6,2,0,2,8 +mirabdo01,2002,1,BOS,AL,57,151,17,34,7,0,7,25,0,0,17,33,0,3,0,2,6 +mlickda01,2002,1,HOU,NL,22,27,2,5,1,0,0,1,0,0,0,9,0,0,0,0,0 +moehlbr01,2002,1,DET,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +moehlbr01,2002,2,CIN,NL,10,14,0,0,0,0,0,0,0,0,1,4,0,0,1,0,0 +moellch01,2002,1,ARI,NL,37,105,10,30,11,1,2,16,0,1,17,23,3,0,1,0,6 +mohrdu01,2002,1,MIN,AL,120,383,55,103,23,2,12,45,6,3,31,86,3,1,2,0,5 +molinbe01,2002,1,ANA,AL,122,428,34,105,18,0,5,47,0,0,15,34,3,4,6,6,15 +molinga01,2002,1,SLN,NL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +moliniz01,2002,1,BAL,AL,1,3,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +molinjo01,2002,1,ANA,AL,29,70,5,19,3,0,0,5,0,2,5,15,0,0,4,2,2 +mondera01,2002,1,TOR,AL,75,299,51,67,16,1,15,45,9,2,31,57,1,3,0,2,8 +mondera01,2002,2,NYA,AL,71,270,39,65,18,0,11,43,6,4,28,46,2,2,0,2,3 +monrocr01,2002,1,DET,AL,13,25,3,3,1,0,1,1,0,2,0,5,0,1,0,0,1 +morame01,2002,1,BAL,AL,149,557,86,130,30,4,19,64,16,10,70,108,2,20,1,4,7 +mordemi01,2002,1,MON,NL,55,74,9,15,4,0,0,4,1,1,8,14,3,1,7,0,2 +mordemi01,2002,2,FLO,NL,38,77,10,22,4,0,0,7,1,1,5,13,1,1,3,0,1 +morenju02,2002,1,SDN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +morgami01,2002,1,ARI,NL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +moriami01,2002,1,BAL,AL,8,16,0,3,1,0,0,3,0,1,0,2,0,0,0,0,3 +morrima01,2002,1,SLN,NL,32,71,4,12,3,0,0,3,0,0,3,23,0,0,5,0,0 +morriwa02,2002,1,MIN,AL,4,7,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +mossda01,2002,1,ATL,NL,33,50,2,5,1,0,0,2,0,0,4,24,0,0,6,0,0 +motagu01,2002,1,LAN,NL,43,4,1,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +moyerja01,2002,1,SEA,AL,34,5,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +muellbi02,2002,1,CHN,NL,103,353,51,94,19,4,7,37,0,0,51,41,2,0,4,5,8 +muellbi02,2002,2,SFN,NL,8,13,0,2,0,0,0,1,0,0,1,1,0,0,0,0,1 +muldema01,2002,1,OAK,AL,30,5,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +mulhote01,2002,1,LAN,NL,21,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +mulhote01,2002,2,CLE,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mullesc01,2002,1,KCA,AL,44,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +munrope01,2002,1,HOU,NL,19,22,1,3,0,0,0,2,0,0,1,6,0,0,1,0,1 +munsoer01,2002,1,DET,AL,18,59,3,11,0,0,2,5,0,0,6,11,0,1,0,1,1 +murraca01,2002,1,SFN,NL,11,12,0,0,0,0,0,0,0,0,1,2,0,0,0,0,0 +murraca01,2002,2,TEX,AL,37,77,16,13,5,1,0,1,4,0,6,15,0,1,2,0,0 +murrahe01,2002,1,CLE,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mussimi01,2002,1,NYA,AL,33,5,2,3,0,0,0,0,0,0,0,0,0,0,1,0,0 +myersbr01,2002,1,PHI,NL,12,23,0,3,1,0,0,1,0,0,0,9,0,0,3,0,2 +myersgr01,2002,1,OAK,AL,65,144,15,32,5,0,6,21,0,0,26,36,3,0,0,0,4 +myersmi01,2002,1,ARI,NL,69,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +myersro01,2002,1,SDN,NL,14,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +myettaa01,2002,1,TEX,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nagych01,2002,1,CLE,AL,20,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nancesh01,2002,1,MIL,NL,4,3,0,1,0,0,0,1,0,0,0,2,0,0,0,0,0 +nathajo01,2002,1,SFN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +neaglde01,2002,1,COL,NL,35,45,5,12,4,0,0,1,0,0,0,11,0,0,5,0,2 +nealbl01,2002,1,FLO,NL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nelsobr01,2002,1,BOS,AL,25,34,6,9,3,0,0,2,1,1,4,1,0,0,1,0,1 +nelsoje01,2002,1,SEA,AL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nenro01,2002,1,SFN,NL,68,2,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +neugeni01,2002,1,MIL,NL,12,19,0,2,1,0,0,1,0,0,0,4,0,0,1,0,0 +nevinph01,2002,1,SDN,NL,107,407,53,116,16,0,12,57,4,0,38,87,4,1,0,4,12 +nichtch01,2002,1,COL,NL,29,3,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +nickldo01,2002,1,PHI,NL,4,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nickldo01,2002,2,SDN,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nievejo01,2002,1,ANA,AL,45,97,17,28,2,0,0,6,1,1,2,14,0,0,1,0,3 +nievewi01,2002,1,SDN,NL,28,72,2,13,3,1,0,3,1,0,4,15,4,0,0,0,1 +nitkocj01,2002,1,TEX,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nixontr01,2002,1,BOS,AL,152,532,81,136,36,3,24,94,4,2,65,109,2,5,3,7,7 +nomohi01,2002,1,LAN,NL,34,63,3,4,2,0,1,3,0,0,5,32,0,0,6,0,1 +nomurta01,2002,1,MIL,NL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nortogr01,2002,1,COL,NL,113,168,19,37,8,1,7,37,2,3,24,52,0,0,1,2,4 +nunezab01,2002,1,PIT,NL,112,253,28,59,14,1,2,15,3,4,27,44,1,2,3,1,2 +nunezab02,2002,1,FLO,NL,19,17,2,2,0,0,0,1,0,1,0,5,0,0,0,0,1 +nunezjo02,2002,1,SDN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nunezvl01,2002,1,FLO,NL,77,5,0,1,0,0,0,0,0,0,0,4,0,0,0,0,0 +obermwe01,2002,1,KCA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ochoaal01,2002,1,MIL,NL,85,215,32,55,9,0,6,21,8,5,32,30,2,2,1,0,7 +ochoaal01,2002,2,ANA,AL,37,65,8,18,7,0,2,10,2,2,10,5,0,0,0,0,0 +offerjo01,2002,1,BOS,AL,72,237,39,55,10,0,4,27,8,5,33,29,0,1,1,3,9 +offerjo01,2002,2,SEA,AL,29,47,9,11,2,1,1,4,1,1,4,9,0,0,0,0,3 +ohkato01,2002,1,MON,NL,32,55,3,7,1,0,0,2,0,0,4,28,0,0,8,0,0 +ojedaau01,2002,1,CHN,NL,30,70,4,13,4,0,0,4,1,0,5,5,0,1,4,1,2 +oleartr01,2002,1,MON,NL,97,273,27,78,12,2,3,37,1,2,34,47,5,3,4,0,6 +olerujo01,2002,1,SEA,AL,154,553,85,166,39,0,22,102,0,0,98,66,6,5,0,12,19 +oliveda02,2002,1,BOS,AL,14,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +olivomi01,2002,1,CHA,AL,6,19,2,4,1,0,1,5,0,0,2,5,0,0,0,0,1 +olsenke01,2002,1,FLO,NL,17,12,0,1,0,0,0,0,0,0,0,7,0,0,0,0,0 +ordazlu01,2002,1,KCA,AL,33,94,11,21,2,0,0,4,2,3,12,13,0,0,4,1,2 +ordonma01,2002,1,CHA,AL,153,590,116,189,47,1,38,135,7,5,53,77,2,7,0,3,21 +ordonre01,2002,1,NYN,NL,144,460,53,117,25,2,1,42,2,2,24,46,11,2,9,4,19 +orieke01,2002,1,CHN,NL,13,32,4,9,3,0,0,5,0,0,1,4,0,1,0,2,1 +oropeed01,2002,1,ARI,NL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +oroscje01,2002,1,LAN,NL,56,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +ortizda01,2002,1,MIN,AL,125,412,52,112,32,1,20,75,1,2,43,87,0,3,0,8,5 +ortizhe01,2002,1,TEX,AL,7,14,1,3,1,0,1,2,0,0,1,1,0,0,0,0,1 +ortizjo02,2002,1,COL,NL,65,192,22,48,7,1,1,12,2,0,16,30,0,3,2,2,3 +ortizra01,2002,1,ANA,AL,32,7,0,0,0,0,0,0,0,0,0,3,0,0,0,0,1 +ortizru01,2002,1,SFN,NL,33,69,11,17,5,0,2,9,0,0,6,17,0,0,7,2,1 +osbordo01,2002,1,CHN,NL,11,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +osikke01,2002,1,PIT,NL,55,100,6,16,3,0,2,11,0,0,6,25,0,1,2,2,2 +ostinji01,2002,1,MIL,NL,3,3,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +osunaan01,2002,1,CHA,AL,59,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +oswalro01,2002,1,HOU,NL,35,77,5,10,2,0,0,4,0,0,4,26,0,1,7,0,0 +overbly01,2002,1,ARI,NL,10,10,0,1,0,0,0,1,0,0,0,5,0,0,0,0,0 +owenser01,2002,1,FLO,NL,131,385,44,104,15,5,4,37,26,9,31,33,1,0,8,1,11 +ozunapa01,2002,1,FLO,NL,34,47,4,13,2,2,0,3,1,1,1,3,0,1,0,1,2 +padilvi01,2002,1,PHI,NL,32,58,1,3,1,0,0,5,0,0,0,31,0,1,7,1,1 +palmede01,2002,1,DET,AL,4,12,0,0,0,0,0,0,0,0,1,5,0,0,0,0,1 +palmeor01,2002,1,ANA,AL,110,263,35,79,12,1,0,31,7,2,30,22,1,0,4,3,7 +palmera01,2002,1,TEX,AL,155,546,99,149,34,0,43,105,2,0,104,94,16,6,0,7,10 +paniajo01,2002,1,DET,AL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +paquecr01,2002,1,DET,AL,72,252,20,49,14,1,4,20,1,0,10,53,0,0,1,3,7 +parkch01,2002,1,TEX,AL,25,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1 +paronch01,2002,1,CLE,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +parquji01,2002,1,CHA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +parrajo01,2002,1,ARI,NL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +parrist01,2002,1,TOR,AL,14,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +patteco01,2002,1,CHN,NL,153,592,71,150,30,5,14,54,18,3,19,142,1,8,4,5,8 +patteda04,2002,1,DET,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pattejo02,2002,1,ARI,NL,7,10,1,1,0,0,0,0,0,0,1,4,0,0,1,0,0 +pauljo01,2002,1,CHA,AL,33,104,11,25,4,0,0,11,2,0,9,22,0,1,2,2,1 +pavanca01,2002,1,MON,NL,15,24,1,5,1,0,0,1,0,0,0,6,0,0,3,0,0 +pavanca01,2002,2,FLO,NL,22,16,1,3,0,1,0,1,0,0,0,6,0,0,2,0,0 +paytoja01,2002,1,NYN,NL,87,275,33,78,6,3,8,31,4,1,21,34,0,1,2,1,8 +paytoja01,2002,2,COL,NL,47,170,36,57,14,4,8,28,3,3,8,20,0,3,0,0,3 +pearcjo01,2002,1,SLN,NL,3,4,0,1,0,0,0,1,0,0,0,0,0,0,2,0,0 +pearsja01,2002,1,SDN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pearste01,2002,1,DET,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +peavyja01,2002,1,SDN,NL,17,33,4,7,3,0,0,2,0,1,0,13,0,0,2,0,0 +pelaeal01,2002,1,SDN,NL,3,8,0,2,0,0,0,0,0,0,0,0,0,0,0,0,2 +pelloki01,2002,1,KCA,AL,29,63,6,15,1,0,1,5,1,1,9,21,0,1,0,0,2 +pembeda01,2002,1,MIL,NL,4,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +penaca01,2002,1,OAK,AL,40,124,12,27,4,0,7,16,0,0,15,38,0,1,0,1,2 +penaca01,2002,2,DET,AL,75,273,31,69,13,4,12,36,2,2,26,73,0,2,0,1,5 +penawi01,2002,1,CIN,NL,13,18,1,4,0,0,1,1,0,0,0,11,0,0,0,0,0 +pennybr01,2002,1,FLO,NL,24,48,1,8,2,0,0,1,0,0,0,14,0,0,1,0,0 +percitr01,2002,1,ANA,AL,58,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +perezed01,2002,1,SLN,NL,96,154,22,31,9,0,10,26,0,0,17,36,0,3,1,2,7 +perezed02,2002,1,CLE,AL,42,117,6,25,9,0,0,4,0,0,5,25,0,1,2,0,6 +perezne01,2002,1,KCA,AL,145,554,65,131,20,4,3,37,8,9,20,53,2,0,5,6,11 +perezod01,2002,1,LAN,NL,32,64,5,10,5,0,1,4,0,0,1,13,0,0,10,0,0 +perezol01,2002,1,SDN,NL,16,30,1,4,0,0,0,0,0,0,0,11,0,0,3,0,0 +perezti01,2002,1,NYN,NL,136,444,52,131,27,6,8,47,10,6,23,36,2,2,10,2,10 +perezto03,2002,1,PHI,NL,92,212,22,53,13,1,5,20,1,0,21,40,6,1,2,1,5 +perezyo01,2002,1,BAL,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +perisma01,2002,1,DET,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +perrych01,2002,1,KCA,AL,5,11,0,1,0,0,0,3,0,0,0,1,0,0,0,0,1 +perryhe01,2002,1,TEX,AL,132,450,64,124,24,1,22,77,4,2,34,66,1,6,4,2,17 +persoro01,2002,1,PHI,NL,17,24,3,2,0,0,2,7,0,0,2,17,0,0,3,0,0 +petribe01,2002,1,COL,NL,38,95,10,20,3,1,5,11,0,1,9,33,0,1,0,1,1 +pettian01,2002,1,NYA,AL,22,3,0,1,1,0,0,1,0,0,0,1,0,0,0,0,0 +phelpjo01,2002,1,TOR,AL,74,265,41,82,20,1,15,58,0,0,19,82,0,3,0,0,7 +phelptr01,2002,1,TBA,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +phillbr01,2002,1,CLE,AL,11,31,5,8,3,1,0,4,0,0,3,6,0,1,1,0,0 +phillja03,2002,1,CLE,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +phillja04,2002,1,NYN,NL,11,19,4,7,0,0,1,3,0,0,1,1,0,1,0,1,1 +piattad01,2002,1,OAK,AL,55,137,18,32,8,0,5,18,2,1,12,33,0,2,0,1,1 +piazzmi01,2002,1,NYN,NL,135,478,69,134,23,2,33,98,0,3,57,82,9,3,0,3,26 +pichahi01,2002,1,HOU,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pickfke01,2002,1,SDN,NL,16,5,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +pierrju01,2002,1,COL,NL,152,592,90,170,20,5,1,35,47,12,31,52,0,9,8,0,7 +pierzaj01,2002,1,MIN,AL,130,440,54,132,31,6,6,49,1,2,13,61,1,11,2,3,14 +pinedlu01,2002,1,CIN,NL,26,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +pineijo01,2002,1,SEA,AL,37,7,0,1,0,0,0,2,0,0,0,2,0,0,0,0,0 +plesada01,2002,1,TOR,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +plesada01,2002,2,PHI,NL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +podsesc01,2002,1,SEA,AL,14,20,2,4,0,0,1,5,0,0,4,6,0,0,0,1,1 +polanpl01,2002,1,SLN,NL,94,342,47,97,19,1,5,27,3,1,12,27,1,4,9,0,12 +polanpl01,2002,2,PHI,NL,53,206,28,61,13,1,4,22,2,2,14,14,0,4,4,0,3 +politcl01,2002,1,PHI,NL,13,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +politcl01,2002,2,TOR,AL,55,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ponsosi01,2002,1,BAL,AL,28,3,1,1,1,0,0,0,0,0,0,1,0,0,0,0,0 +porzimi01,2002,1,CHA,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +posadjo01,2002,1,NYA,AL,143,511,79,137,40,1,20,99,1,0,81,143,9,3,0,3,23 +potelo01,2002,1,ANA,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +powelbr01,2002,1,DET,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +powelja04,2002,1,TEX,AL,51,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +prattan01,2002,1,ATL,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +prattto02,2002,1,PHI,NL,39,106,14,33,11,0,3,16,2,0,24,28,6,4,0,2,3 +princto01,2002,1,MIN,AL,51,125,14,28,7,1,4,16,1,3,14,26,0,4,3,2,4 +prinzbr01,2002,1,ARI,NL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +priorma01,2002,1,CHN,NL,19,35,3,6,4,0,0,4,0,0,2,15,0,0,2,0,1 +prokolu01,2002,1,TOR,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +puffebr01,2002,1,HOU,NL,55,6,0,0,0,0,0,0,0,0,1,5,0,0,1,0,0 +pujolal01,2002,1,SLN,NL,157,590,118,185,40,2,34,127,2,4,72,69,13,9,0,4,20 +puntoni01,2002,1,PHI,NL,9,6,0,1,0,0,0,0,0,0,0,3,0,0,1,0,0 +quantpa01,2002,1,LAN,NL,86,3,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +queveru01,2002,1,MIL,NL,26,42,2,4,0,0,0,3,0,0,2,21,0,0,3,0,3 +quinnma01,2002,1,KCA,AL,23,76,9,18,4,0,2,11,2,1,5,15,0,2,1,0,3 +radkebr01,2002,1,MIN,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +raineti01,2002,1,FLO,NL,98,89,9,17,3,0,1,7,0,0,22,19,4,1,0,2,3 +ramirar01,2002,1,PIT,NL,142,522,51,122,26,0,18,71,2,0,29,95,3,8,0,11,17 +ramirju01,2002,1,ANA,AL,29,32,6,9,0,1,1,7,0,2,2,14,0,1,0,0,0 +ramirma02,2002,1,BOS,AL,120,436,84,152,31,0,33,107,0,0,73,85,14,8,0,1,13 +randajo01,2002,1,KCA,AL,151,549,63,155,36,5,11,80,2,1,46,69,1,9,2,11,13 +ransoco01,2002,1,SFN,NL,7,3,2,2,0,0,0,1,0,0,1,1,1,0,0,0,0 +rauchjo01,2002,1,CHA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reamebr01,2002,1,MON,NL,42,9,0,1,0,0,0,1,0,0,0,1,0,0,2,0,0 +rebouje01,2002,1,LAN,NL,38,48,3,10,3,0,0,2,0,0,6,13,0,0,3,1,1 +redditi01,2002,1,HOU,NL,18,20,0,2,0,0,0,2,0,0,0,12,0,0,1,0,0 +redmama01,2002,1,DET,AL,30,5,1,1,0,0,0,0,0,0,0,0,0,0,0,0,1 +redmomi01,2002,1,FLO,NL,89,256,19,78,15,0,2,28,0,2,21,34,8,8,2,3,4 +reedri01,2002,1,MIN,AL,33,4,0,1,0,0,0,0,0,0,1,2,0,0,1,0,0 +reedst01,2002,1,SDN,NL,41,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +reedst01,2002,2,NYN,NL,24,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +reesepo01,2002,1,PIT,NL,119,421,46,111,25,0,4,50,12,1,41,81,4,3,5,5,4 +reichda01,2002,1,KCA,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reitsch01,2002,1,CIN,NL,32,30,0,3,0,0,0,2,0,0,1,12,0,0,7,0,1 +rekarbr01,2002,1,KCA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +relafde01,2002,1,SEA,AL,112,329,55,88,13,2,6,43,10,3,33,51,2,6,1,7,6 +remlimi01,2002,1,ATL,NL,73,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +renteed01,2002,1,SLN,NL,152,544,77,166,36,2,11,83,22,7,49,57,7,4,7,5,17 +restomi01,2002,1,MIN,AL,8,13,3,4,0,0,1,1,1,0,1,4,0,0,0,0,2 +reyesal01,2002,1,PIT,NL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reyesde01,2002,1,COL,NL,43,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reyesde01,2002,2,TEX,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reynoar02,2002,1,ARI,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reynosh01,2002,1,HOU,NL,13,21,0,1,1,0,0,3,0,0,0,12,0,0,9,0,0 +rhodear01,2002,1,SEA,AL,66,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +richach01,2002,1,BAL,AL,50,155,15,36,11,0,4,21,0,3,12,30,0,2,0,2,2 +riedljo01,2002,1,CIN,NL,33,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +riggaje01,2002,1,CLE,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rijojo01,2002,1,CIN,NL,31,16,0,2,0,0,0,0,0,0,0,7,0,0,3,0,1 +rincoju01,2002,1,MIN,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rincori01,2002,1,CLE,AL,46,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rincori01,2002,2,OAK,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +riosar01,2002,1,PIT,NL,76,208,20,55,11,0,1,24,1,1,16,39,1,1,0,1,8 +riskeda01,2002,1,CLE,AL,51,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ritchto01,2002,1,CHA,AL,27,4,1,1,0,0,0,0,0,0,1,1,0,0,0,0,0 +rivaslu01,2002,1,MIN,AL,93,316,46,81,23,4,4,35,9,4,19,51,2,3,8,0,12 +riverju01,2002,1,NYA,AL,28,83,9,22,5,0,1,6,1,1,6,10,0,0,1,1,4 +riverma01,2002,1,NYA,AL,45,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rivermi02,2002,1,DET,AL,39,132,11,30,8,1,1,11,0,0,4,35,0,1,0,1,5 +riverru01,2002,1,TEX,AL,69,158,17,33,4,0,4,14,4,2,17,45,0,5,4,2,2 +roajo01,2002,1,PHI,NL,14,25,1,6,1,0,0,2,0,0,1,5,0,0,3,1,0 +roberbr01,2002,1,BAL,AL,38,128,18,29,6,0,1,11,9,2,15,21,0,1,3,2,3 +roberda07,2002,1,LAN,NL,127,422,63,117,14,7,3,34,45,10,48,51,0,2,6,1,1 +robergr01,2002,1,NYN,NL,34,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +roberje02,2002,1,HOU,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +roberna01,2002,1,FLO,NL,6,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +roberwi01,2002,1,BAL,AL,66,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +robinke02,2002,1,SLN,NL,124,181,27,47,7,4,1,15,7,4,11,29,3,0,2,1,1 +rockejo01,2002,1,TEX,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodnefe01,2002,1,DET,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodrial01,2002,1,TEX,AL,162,624,125,187,27,2,57,142,9,4,87,122,12,10,0,4,14 +rodrife01,2002,1,SFN,NL,71,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodrifr03,2002,1,ANA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodrihe02,2002,1,MON,NL,20,20,1,1,0,0,0,3,0,0,4,8,0,0,0,1,0 +rodriiv01,2002,1,TEX,AL,108,408,67,128,32,2,19,60,5,4,25,71,2,2,1,4,13 +rodrijo02,2002,1,SLN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodrijo02,2002,2,MIN,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodrine01,2002,1,CLE,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodrine01,2002,2,SLN,NL,2,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +rodriri02,2002,1,TEX,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodriri03,2002,1,CLE,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rogered01,2002,1,BAL,AL,5,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1 +rogerke01,2002,1,TEX,AL,34,3,0,2,0,0,0,1,1,0,1,0,0,0,0,0,0 +rolensc01,2002,1,PHI,NL,100,375,52,97,21,4,17,66,5,2,52,68,2,8,0,3,12 +rolensc01,2002,2,SLN,NL,55,205,37,57,8,4,14,44,3,2,20,34,2,4,0,0,10 +rolliji01,2002,1,PHI,NL,154,637,82,156,33,10,11,60,31,13,54,103,3,4,6,4,14 +rollsda01,2002,1,TBA,AL,21,89,15,26,6,1,0,6,2,5,3,16,0,2,1,0,1 +romanja01,2002,1,TEX,AL,29,54,8,11,4,0,0,4,2,0,4,13,0,0,1,1,0 +romanja01,2002,2,COL,NL,18,37,9,12,0,1,0,1,4,1,3,11,0,0,1,0,0 +romerjc01,2002,1,MIN,AL,81,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rossda01,2002,1,LAN,NL,8,10,2,2,1,0,1,2,0,0,2,4,0,1,0,0,0 +rowanaa01,2002,1,CHA,AL,126,302,41,78,16,2,7,29,0,1,12,54,1,6,9,2,8 +ruanwi01,2002,1,LAN,NL,12,11,2,3,1,0,0,3,0,0,0,2,0,0,0,0,0 +rueteki01,2002,1,SFN,NL,35,62,3,11,0,0,0,3,0,0,2,11,0,0,13,2,0 +rupery01,2002,1,TBA,AL,15,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +ruschgl01,2002,1,MIL,NL,37,66,6,19,0,0,1,8,0,0,1,24,0,0,14,0,1 +rushfji01,2002,1,MIL,NL,23,77,8,11,2,0,1,6,0,0,6,9,0,1,0,0,3 +ryanbj01,2002,1,BAL,AL,67,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ryanmi03,2002,1,MIN,AL,7,11,3,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +saarlki01,2002,1,HOU,NL,17,30,0,2,1,0,0,2,0,0,0,11,0,0,5,0,0 +sabatcc01,2002,1,CLE,AL,33,5,0,1,0,0,0,0,0,0,1,1,0,0,0,0,0 +sabeler01,2002,1,DET,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sadleca01,2002,1,CLE,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sadledo01,2002,1,KCA,AL,35,68,10,13,1,1,0,5,3,1,4,12,0,0,0,1,0 +sadledo01,2002,2,TEX,AL,38,30,6,3,1,0,0,2,2,2,3,7,0,2,1,0,1 +saenzol01,2002,1,OAK,AL,68,156,15,43,10,1,6,18,1,1,13,31,1,7,0,2,2 +salazos01,2002,1,DET,AL,8,21,2,4,1,0,1,3,0,0,1,2,0,0,1,0,0 +salmoti01,2002,1,ANA,AL,138,483,84,138,37,1,22,88,6,3,71,102,3,7,0,7,6 +sanchal03,2002,1,MIL,NL,112,394,55,114,10,7,1,33,37,14,31,62,0,2,6,2,4 +sanchdu01,2002,1,ARI,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sanchdu01,2002,2,PIT,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sanchfr01,2002,1,BOS,AL,12,16,3,3,0,0,0,2,0,0,2,3,0,0,0,0,0 +sanchje01,2002,1,CHN,NL,8,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sanchre01,2002,1,BOS,AL,107,357,46,102,12,3,1,38,2,2,17,31,1,2,5,5,9 +sandbja01,2002,1,TBA,AL,102,358,55,82,21,1,18,54,3,2,39,139,3,1,1,2,7 +sandere02,2002,1,SFN,NL,140,505,75,126,23,6,23,85,18,6,47,121,3,12,0,7,10 +santajo01,2002,1,MIN,AL,27,4,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +santaju01,2002,1,DET,AL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +santibe01,2002,1,SFN,NL,126,478,56,133,24,5,16,74,4,2,27,73,8,2,3,7,19 +santijo03,2002,1,PHI,NL,42,2,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +santira01,2002,1,DET,AL,65,222,33,54,5,5,4,20,8,5,13,48,0,8,4,2,2 +santovi01,2002,1,COL,NL,24,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +sasakka01,2002,1,SEA,AL,61,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sauersc01,2002,1,PIT,NL,79,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +schilcu01,2002,1,ARI,NL,36,86,7,15,0,0,0,3,0,0,4,26,0,0,8,0,2 +schmija01,2002,1,SFN,NL,29,56,3,7,2,0,0,2,0,0,2,28,0,0,4,0,0 +schnebr01,2002,1,MON,NL,73,207,21,57,19,2,5,29,1,2,21,41,8,0,2,2,7 +schoesc01,2002,1,ANA,AL,54,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +scutama01,2002,1,NYN,NL,27,36,2,8,0,1,1,6,0,1,0,11,0,0,1,1,1 +seaneru01,2002,1,TEX,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +searsto01,2002,1,MIN,AL,7,12,2,4,2,0,0,0,0,0,0,1,0,0,0,0,0 +sedlash01,2002,1,KCA,AL,16,6,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +seguida01,2002,1,BAL,AL,26,95,10,25,4,0,2,16,0,0,11,22,0,0,0,1,0 +selbybi01,2002,1,CLE,AL,65,159,15,34,7,2,6,21,0,1,15,27,2,0,0,2,4 +seleaa01,2002,1,ANA,AL,26,2,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +seoja01,2002,1,NYN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sexsori01,2002,1,MIL,NL,157,570,86,159,37,2,29,102,0,0,70,136,7,8,0,4,17 +sheetan01,2002,1,TBA,AL,41,149,18,37,4,0,4,22,2,3,12,41,0,0,1,2,1 +sheetbe01,2002,1,MIL,NL,34,68,2,6,1,0,0,3,0,0,4,39,0,0,4,0,0 +sheffga01,2002,1,ATL,NL,135,492,82,151,26,0,25,84,12,2,72,53,2,11,0,4,16 +shielja01,2002,1,SDN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shielsc01,2002,1,ANA,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shinjts01,2002,1,SFN,NL,118,362,42,86,15,3,9,37,5,0,24,46,2,6,3,3,5 +shousbr01,2002,1,KCA,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shueypa01,2002,1,CLE,AL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shueypa01,2002,2,LAN,NL,28,3,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +shumpte01,2002,1,COL,NL,106,234,30,55,12,1,6,21,4,1,21,41,0,4,5,4,9 +sierrru01,2002,1,SEA,AL,122,419,47,113,23,0,13,60,4,0,31,66,5,0,0,2,17 +silvaca01,2002,1,PHI,NL,68,2,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +silvajo01,2002,1,CIN,NL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +simonja01,2002,1,SLN,NL,25,50,5,12,0,0,0,2,0,0,2,15,0,0,4,0,0 +simonra01,2002,1,DET,AL,130,482,51,145,17,1,19,82,0,1,13,30,5,4,0,7,13 +singlch01,2002,1,BAL,AL,136,466,67,122,30,6,9,50,20,2,21,83,0,4,6,5,8 +smallaa01,2002,1,ATL,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithbo06,2002,1,TBA,AL,18,63,4,11,2,0,1,6,0,0,3,25,0,0,0,0,0 +smithbu02,2002,1,SLN,NL,11,14,0,3,1,0,0,1,0,0,1,4,0,0,3,0,1 +smithda06,2002,1,MON,NL,33,3,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +smithja05,2002,1,TBA,AL,26,65,9,13,1,2,1,6,3,0,2,24,0,0,2,0,0 +smithmi06,2002,1,TOR,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithro03,2002,1,CLE,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithtr01,2002,1,SLN,NL,12,18,0,3,0,0,0,2,0,0,0,6,0,0,2,0,0 +smoltjo01,2002,1,ATL,NL,75,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +smythst01,2002,1,CHN,NL,8,9,1,2,0,0,0,1,0,0,0,1,0,0,1,0,1 +sneades01,2002,1,NYN,NL,17,13,3,4,0,0,1,3,4,3,1,4,0,0,0,0,0 +snellch02,2002,1,SEA,AL,8,27,2,4,0,0,1,3,0,0,2,4,0,0,0,0,2 +snowjt01,2002,1,SFN,NL,143,422,47,104,26,2,6,53,0,0,59,90,5,7,0,6,11 +snydeea01,2002,1,CLE,AL,18,55,5,11,2,0,1,4,0,0,6,21,0,0,1,0,1 +soriaal01,2002,1,NYA,AL,156,696,128,209,51,2,39,102,41,13,23,157,1,14,1,7,8 +soriara01,2002,1,SEA,AL,11,4,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +sosajo02,2002,1,TBA,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sosasa01,2002,1,CHN,NL,150,556,122,160,19,2,49,108,2,0,103,144,15,3,0,4,14 +sparkst01,2002,1,DET,AL,32,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +speieju01,2002,1,COL,NL,63,3,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +spencsh01,2002,1,NYA,AL,94,288,32,71,15,2,6,34,0,3,31,62,4,4,2,4,5 +spiezsc01,2002,1,ANA,AL,153,491,80,140,34,2,12,82,6,7,67,52,7,4,3,6,12 +spiveju01,2002,1,ARI,NL,143,538,103,162,34,6,16,78,11,6,65,100,5,16,1,6,10 +spoonti01,2002,1,ATL,NL,51,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +sprinde01,2002,1,LAN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stairma01,2002,1,MIL,NL,107,270,41,66,15,0,16,41,2,0,36,50,4,8,0,1,7 +standja01,2002,1,TBA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stantmi02,2002,1,NYA,AL,79,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +starkde01,2002,1,COL,NL,33,41,4,7,3,0,1,4,0,0,0,19,0,0,3,1,0 +stechge01,2002,1,SLN,NL,29,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +steinbl01,2002,1,KCA,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stephga01,2002,1,SLN,NL,12,12,0,0,0,0,0,0,0,0,1,8,0,0,2,0,0 +stephjo03,2002,1,BAL,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stevele01,2002,1,MON,NL,63,205,28,39,6,1,10,31,1,0,39,57,5,0,0,1,4 +stevele01,2002,2,CLE,AL,53,153,22,34,7,1,5,26,0,0,15,32,0,0,0,4,5 +stewasc01,2002,1,MON,NL,67,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +stewash01,2002,1,TOR,AL,141,577,103,175,38,6,10,45,14,2,54,60,2,9,0,1,17 +stinnke01,2002,1,CIN,NL,34,93,10,21,5,0,3,13,2,0,15,25,1,0,0,0,1 +stoneri01,2002,1,HOU,NL,78,4,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +stottto01,2002,1,ARI,NL,5,4,0,0,0,0,0,0,0,0,1,2,0,0,1,0,0 +stranpa02,2002,1,NYN,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stricsc01,2002,1,MON,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stricsc01,2002,2,NYN,NL,68,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stullev01,2002,1,MIL,NL,2,3,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +sturtta01,2002,1,TBA,AL,33,4,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +stynech01,2002,1,CHN,NL,98,195,25,47,9,1,5,26,1,1,21,29,1,1,5,3,5 +sullisc01,2002,1,CIN,NL,71,3,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +suppaje01,2002,1,KCA,AL,33,1,0,0,0,0,0,0,0,0,1,1,0,0,3,0,0 +surhobj01,2002,1,ATL,NL,25,75,5,22,5,0,0,9,1,3,9,5,0,0,1,0,1 +suttola01,2002,1,OAK,AL,7,19,3,2,0,0,1,3,0,0,1,8,0,0,0,0,0 +suzukic01,2002,1,SEA,AL,157,647,111,208,27,8,8,51,31,15,68,62,27,5,3,5,8 +suzukma01,2002,1,KCA,AL,7,2,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +swannpe01,2002,1,TOR,AL,13,12,3,1,0,0,0,1,0,0,1,6,0,0,0,0,0 +sweenma01,2002,1,SDN,NL,48,65,3,11,3,0,1,4,0,0,4,19,0,0,0,0,1 +sweenmi01,2002,1,KCA,AL,126,471,81,160,31,1,24,86,9,7,61,46,10,6,0,7,9 +swindgr01,2002,1,ARI,NL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tagucso01,2002,1,SLN,NL,19,15,4,6,0,0,0,2,1,0,2,1,0,0,2,0,0 +tallebr01,2002,1,CLE,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tamje01,2002,1,OAK,AL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tankede01,2002,1,SDN,NL,17,13,2,4,1,0,1,1,0,0,0,2,0,0,0,0,1 +tarasto01,2002,1,NYN,NL,60,96,15,24,5,0,6,15,2,1,8,13,0,0,0,1,2 +tatisfe01,2002,1,MON,NL,114,381,43,87,18,1,15,55,2,2,35,90,1,8,1,5,15 +tavarju01,2002,1,FLO,NL,29,40,3,5,0,0,0,5,0,0,2,17,0,0,5,0,0 +tayloaa01,2002,1,SEA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +taylore01,2002,1,CIN,NL,135,287,41,73,15,4,9,38,11,8,14,79,3,2,5,3,6 +tejadmi01,2002,1,OAK,AL,162,662,108,204,30,0,34,131,7,2,38,84,3,11,0,4,21 +tejermi01,2002,1,FLO,NL,49,37,5,7,0,0,1,5,0,0,1,6,0,1,2,0,0 +telfoan01,2002,1,TEX,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tessmja01,2002,1,NYA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +teutna01,2002,1,FLO,NL,2,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +thamema01,2002,1,NYA,AL,7,13,2,3,1,0,1,2,0,0,0,4,0,0,0,0,0 +thomafr04,2002,1,CHA,AL,148,523,77,132,29,1,28,92,3,0,88,115,2,7,0,10,10 +thomeji01,2002,1,CLE,AL,147,480,101,146,19,2,52,118,1,2,122,139,18,5,0,6,5 +thompry01,2002,1,MIL,NL,62,137,16,34,9,2,8,24,1,0,7,38,0,2,0,0,7 +thomsjo01,2002,1,COL,NL,21,34,2,6,0,0,0,2,0,0,2,12,0,0,3,1,0 +thomsjo01,2002,2,NYN,NL,9,18,2,5,0,0,0,1,0,0,1,7,0,0,3,0,0 +thurmco01,2002,1,TOR,AL,43,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +thurmmi01,2002,1,NYA,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thursjo01,2002,1,LAN,NL,8,13,1,6,1,0,0,1,0,0,0,1,0,0,1,1,0 +timlimi01,2002,1,SLN,NL,42,6,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +timlimi01,2002,2,PHI,NL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tollbbr01,2002,1,SDN,NL,12,19,0,3,1,0,0,0,0,0,2,5,0,0,1,0,2 +tomkobr01,2002,1,SDN,NL,32,66,2,12,2,0,0,6,0,0,1,20,0,0,7,0,2 +torcato01,2002,1,SFN,NL,5,11,0,3,1,0,0,0,0,0,0,2,0,0,0,0,0 +torrean02,2002,1,DET,AL,19,70,7,14,1,1,0,3,2,2,6,16,0,1,0,2,2 +torresa01,2002,1,PIT,NL,5,13,0,2,0,0,0,0,0,0,0,4,0,0,0,0,0 +torrest01,2002,1,ATL,NL,13,17,1,1,0,0,0,1,0,0,3,4,0,0,1,0,0 +torreyo01,2002,1,SFN,NL,53,136,17,38,10,0,2,14,0,0,14,20,2,2,3,0,11 +towerjo01,2002,1,BAL,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +trachst01,2002,1,NYN,NL,31,46,4,5,0,1,0,4,0,0,1,19,0,0,9,0,2 +trammbu01,2002,1,SDN,NL,133,403,54,98,16,1,17,56,1,3,53,71,2,3,3,3,6 +trombmi01,2002,1,MIN,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +trubych01,2002,1,MON,NL,35,105,12,27,5,2,2,7,1,1,5,27,1,1,1,0,2 +trubych01,2002,2,DET,AL,89,277,23,55,13,2,2,15,1,1,5,71,0,2,3,5,5 +trujijj01,2002,1,SDN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tuckemi01,2002,1,KCA,AL,144,475,65,118,27,6,12,56,23,9,56,105,1,3,7,2,5 +tucketj01,2002,1,MON,NL,58,4,1,3,0,0,0,0,0,0,0,0,0,0,0,0,0 +tynerja01,2002,1,TBA,AL,44,168,17,36,2,1,0,9,7,1,7,19,0,1,3,1,1 +uguetlu01,2002,1,SEA,AL,62,23,19,5,0,0,1,1,8,4,2,8,0,0,0,0,0 +urbinug01,2002,1,BOS,AL,61,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +uribeju01,2002,1,COL,NL,155,566,69,136,25,7,6,49,9,2,34,120,1,5,7,6,17 +valdeis01,2002,1,TEX,AL,23,3,0,0,0,0,0,1,0,0,0,2,0,0,1,0,0 +valdeis01,2002,2,SEA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +valener01,2002,1,PHI,NL,7,10,1,2,0,0,0,0,0,0,0,3,0,0,0,0,1 +valenja01,2002,1,MIN,AL,4,4,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0 +valenjo02,2002,1,NYN,NL,114,208,18,50,15,0,3,30,0,0,22,37,0,10,0,2,6 +valenjo03,2002,1,CHA,AL,135,474,70,118,26,4,25,75,3,3,43,99,2,2,3,5,9 +vanceco01,2002,1,COL,NL,2,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +vandejo02,2002,1,NYA,AL,84,219,30,57,17,1,6,20,1,1,23,58,3,0,0,3,7 +vanhean01,2002,1,DET,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vanpoto01,2002,1,TEX,AL,50,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +varitja01,2002,1,BOS,AL,132,467,58,124,27,1,10,61,4,3,41,95,3,7,1,3,13 +vaughgr01,2002,1,TBA,AL,69,251,28,41,10,2,8,29,3,2,41,82,1,3,0,2,5 +vaughmo01,2002,1,NYN,NL,139,487,67,126,18,0,26,72,0,1,59,145,6,10,0,2,15 +vazquja01,2002,1,MON,NL,34,73,7,13,0,0,0,4,0,1,3,9,0,0,10,0,2 +vazqura01,2002,1,SDN,NL,128,423,50,116,21,5,2,32,7,2,45,79,3,1,3,2,6 +velarra01,2002,1,OAK,AL,56,133,22,30,8,0,2,8,3,0,15,32,1,5,1,1,4 +venafmi01,2002,1,OAK,AL,47,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +venturo01,2002,1,NYA,AL,141,465,68,115,17,0,27,93,3,1,90,101,9,2,0,5,14 +veresda01,2002,1,SLN,NL,71,3,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +vidrojo01,2002,1,MON,NL,152,604,103,190,43,3,19,96,2,1,60,70,1,3,11,3,12 +villabr01,2002,1,SDN,NL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +villoro01,2002,1,PIT,NL,45,16,1,4,0,1,0,1,0,0,0,3,0,0,0,0,0 +vinafe01,2002,1,SLN,NL,150,622,75,168,29,5,1,54,17,11,44,36,2,18,1,7,11 +vizcajo01,2002,1,HOU,NL,125,406,53,123,19,2,5,37,3,5,24,40,2,1,5,2,5 +vizcalu01,2002,1,MIL,NL,76,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +vizquom01,2002,1,CLE,AL,151,582,85,160,31,5,14,72,18,10,56,64,3,8,7,10,7 +vosbeed01,2002,1,MON,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +voylebr01,2002,1,KCA,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wagnebi02,2002,1,HOU,NL,70,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +wakefti01,2002,1,BOS,AL,45,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +walbema01,2002,1,DET,AL,27,85,4,20,2,0,0,3,0,0,3,14,0,0,0,1,2 +walkeja01,2002,1,DET,AL,57,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +walkeke01,2002,1,SDN,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +walkela01,2002,1,COL,NL,136,477,95,161,40,4,26,104,6,5,65,73,6,7,0,4,8 +walkepe01,2002,1,NYN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +walkepe01,2002,2,TOR,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +walketo04,2002,1,CIN,NL,155,612,79,183,42,3,11,64,8,5,50,81,7,3,7,3,9 +walkety01,2002,1,NYN,NL,5,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +walldo01,2002,1,ANA,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wardda01,2002,1,HOU,NL,136,453,41,125,31,0,12,72,1,3,33,82,5,1,0,4,9 +washbja01,2002,1,ANA,AL,32,5,0,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +wathadu01,2002,1,KCA,AL,3,5,1,3,1,0,0,1,0,0,0,1,0,1,0,0,0 +watsoma01,2002,1,SEA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wayneju01,2002,1,FLO,NL,5,7,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +weathda01,2002,1,NYN,NL,71,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +weaveje01,2002,1,DET,AL,17,7,0,2,0,0,0,1,0,0,0,4,0,0,0,0,0 +weaveje01,2002,2,NYA,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +weberbe01,2002,1,ANA,AL,63,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wellsbo01,2002,1,MIN,AL,48,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wellsda01,2002,1,NYA,AL,31,4,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +wellski01,2002,1,PIT,NL,34,63,4,12,2,0,1,5,0,0,0,28,0,0,13,0,0 +wellsve01,2002,1,TOR,AL,159,608,87,167,34,4,23,100,9,4,27,85,0,3,2,8,15 +werthja01,2002,1,TOR,AL,15,46,4,12,2,1,0,6,1,0,6,11,0,0,0,1,4 +wessoba01,2002,1,HOU,NL,15,20,1,4,0,1,0,1,0,0,1,5,0,0,0,0,2 +westbja01,2002,1,CLE,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +whitega01,2002,1,CIN,NL,62,2,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +whiteri01,2002,1,COL,NL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +whiteri01,2002,2,SLN,NL,20,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +whitero02,2002,1,NYA,AL,126,455,59,109,21,0,14,62,1,2,25,86,1,8,1,5,11 +wickmbo01,2002,1,CLE,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +widgech01,2002,1,NYA,AL,21,64,4,19,5,0,0,5,0,0,2,9,0,2,0,0,0 +wiggisc01,2002,1,TOR,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wiggity01,2002,1,NYN,NL,46,116,18,35,8,0,6,18,2,1,8,19,0,2,0,1,4 +wilkebr01,2002,1,MON,NL,153,507,92,135,27,8,20,59,7,8,81,161,7,5,6,4,5 +willibe02,2002,1,NYA,AL,154,612,102,204,37,2,19,102,8,4,83,97,7,3,0,1,19 +willida07,2002,1,PIT,NL,10,16,1,2,0,0,1,3,0,0,0,12,0,0,0,0,0 +willige02,2002,1,NYA,AL,33,17,6,0,0,0,0,0,2,0,2,4,0,0,0,0,1 +willije01,2002,1,LAN,NL,10,2,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +willima04,2002,1,ARI,NL,60,215,29,56,7,2,12,40,3,1,21,41,1,0,0,2,8 +willimi03,2002,1,PIT,NL,59,1,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0 +willisc01,2002,1,CIN,NL,63,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +williwo02,2002,1,SLN,NL,18,29,3,6,3,0,1,3,0,0,0,9,0,1,5,1,0 +wilsocr03,2002,1,PIT,NL,131,368,48,97,16,1,16,57,2,3,32,116,0,21,1,2,10 +wilsoda01,2002,1,SEA,AL,115,359,35,106,16,1,6,44,1,0,18,81,1,2,7,8,8 +wilsoen01,2002,1,NYA,AL,60,105,17,19,2,2,2,11,1,1,8,22,0,0,6,0,2 +wilsoja02,2002,1,PIT,NL,147,527,77,133,22,4,4,47,5,2,37,74,2,4,17,1,7 +wilsokr01,2002,1,KCA,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wilsopa02,2002,1,TBA,AL,30,5,0,0,0,0,0,0,0,0,0,5,0,0,1,0,0 +wilsopr01,2002,1,FLO,NL,141,510,80,124,22,2,23,65,20,11,58,140,3,9,2,3,17 +wilsoto02,2002,1,TOR,AL,96,265,33,68,10,0,8,37,0,0,28,79,0,5,0,4,6 +wilsova01,2002,1,NYN,NL,74,163,19,40,7,0,5,26,0,1,5,32,0,8,2,0,4 +winnra01,2002,1,TBA,AL,152,607,87,181,39,9,14,75,27,8,55,109,3,6,1,5,9 +wisede01,2002,1,TOR,AL,42,112,14,20,4,1,3,13,5,0,4,15,0,0,0,0,0 +wisema01,2002,1,ANA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +witasja01,2002,1,SFN,NL,44,5,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +wohlema01,2002,1,CLE,AL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wolfra02,2002,1,PHI,NL,32,59,6,8,4,0,1,4,0,0,4,24,0,0,12,0,3 +womacto01,2002,1,ARI,NL,153,590,90,160,23,5,5,57,29,12,46,80,2,4,6,6,9 +woodast01,2002,1,TEX,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +woodke02,2002,1,CHN,NL,33,72,5,12,0,0,1,5,0,0,3,28,0,0,6,0,0 +woodwch01,2002,1,TOR,AL,90,312,48,86,13,4,13,45,3,0,26,72,0,3,1,8,8 +wootesh01,2002,1,ANA,AL,49,113,13,33,8,0,3,19,2,0,6,24,1,1,0,1,3 +worreti01,2002,1,SFN,NL,80,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +wrighda02,2002,1,CHA,AL,33,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +wrighja01,2002,1,MIL,NL,19,33,0,5,3,0,0,0,0,0,0,13,0,0,6,0,0 +wrighja01,2002,2,SLN,NL,4,5,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +wrighja02,2002,1,CLE,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wrighro02,2002,1,SEA,AL,1,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1 +wunscke01,2002,1,CHA,AL,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +yanes01,2002,1,TBA,AL,55,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +yoshima01,2002,1,MON,NL,31,35,2,2,1,0,0,0,0,0,3,13,0,1,5,0,2 +youngdm01,2002,1,DET,AL,54,201,25,57,14,0,7,27,2,0,12,39,5,2,0,1,12 +younger01,2002,1,MIL,NL,138,496,57,139,29,3,3,28,31,11,39,38,0,6,8,4,14 +youngke01,2002,1,PIT,NL,146,468,60,115,26,1,16,51,4,6,50,101,2,4,0,3,13 +youngmi02,2002,1,TEX,AL,156,573,77,150,26,8,9,62,6,7,41,112,1,0,13,6,14 +zambrca01,2002,1,CHN,NL,32,30,0,1,1,0,0,0,0,0,0,15,0,0,2,0,0 +zambrvi01,2002,1,TBA,AL,42,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +zaungr01,2002,1,HOU,NL,76,185,18,41,7,1,3,24,1,0,12,36,1,2,2,1,4 +zeileto01,2002,1,COL,NL,144,506,61,138,23,0,18,87,1,1,66,92,3,1,0,7,27 +zerbech01,2002,1,SFN,NL,50,6,0,1,0,0,0,1,0,0,0,2,0,0,1,0,0 +zinteal01,2002,1,HOU,NL,39,44,5,6,2,0,2,3,0,0,0,19,0,0,0,0,0 +zitoba01,2002,1,OAK,AL,35,4,0,0,0,0,0,0,0,0,0,3,0,0,2,0,0 +abadan01,2003,1,BOS,AL,9,17,1,2,0,0,0,0,0,1,2,5,0,0,0,0,1 +abbotpa01,2003,1,KCA,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +abernbr01,2003,1,TBA,AL,2,7,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0 +abernbr01,2003,2,KCA,AL,10,27,2,2,0,0,0,0,0,0,1,3,0,0,2,0,2 +abreubo01,2003,1,PHI,NL,158,577,99,173,35,1,20,101,22,9,109,126,13,2,0,7,13 +acevejo01,2003,1,CIN,NL,5,9,0,0,0,0,0,0,0,0,0,5,0,0,2,0,1 +aceveju01,2003,1,NYA,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +aceveju01,2003,2,TOR,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +adamste01,2003,1,PHI,NL,66,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +adkinjo01,2003,1,CHA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +affelje01,2003,1,KCA,AL,36,6,0,2,0,0,0,2,0,0,1,1,0,0,0,0,0 +ainswku01,2003,1,SFN,NL,12,22,0,1,0,0,0,0,0,0,0,7,0,0,4,0,0 +ainswku01,2003,2,BAL,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +alfonan01,2003,1,CHN,NL,60,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +alfoned01,2003,1,SFN,NL,142,514,56,133,25,2,13,81,5,2,58,41,4,4,3,7,14 +allench01,2003,1,FLO,NL,12,24,2,5,1,1,0,0,0,0,0,5,0,1,0,0,1 +allenlu01,2003,1,COL,NL,2,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1 +almanar01,2003,1,FLO,NL,51,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +almoned01,2003,1,NYN,NL,12,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1 +almoner01,2003,1,NYA,AL,31,100,17,26,6,0,1,11,1,0,8,24,0,1,2,0,3 +almonhe01,2003,1,BOS,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +almonhe01,2003,2,MON,NL,28,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +alomaro01,2003,1,NYN,NL,73,263,34,69,17,1,2,22,6,0,29,40,2,2,4,4,8 +alomaro01,2003,2,CHA,AL,67,253,42,64,11,1,3,17,6,2,30,37,1,1,8,4,9 +alomasa02,2003,1,CHA,AL,75,194,22,52,12,0,5,26,0,0,4,17,0,0,5,1,4 +aloumo01,2003,1,CHN,NL,151,565,83,158,35,1,22,91,3,1,63,67,7,7,0,3,16 +alvarju01,2003,1,FLO,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +alvarvi01,2003,1,LAN,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +alvarwi01,2003,1,LAN,NL,21,29,1,5,0,0,0,0,0,0,1,9,0,0,1,0,2 +amezaal01,2003,1,ANA,AL,37,105,15,22,3,2,2,7,2,2,9,23,0,1,5,0,2 +anderbr02,2003,1,CLE,AL,27,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +anderbr02,2003,2,KCA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +anderga01,2003,1,ANA,AL,159,638,80,201,49,4,29,116,6,3,31,83,10,0,0,4,15 +anderja01,2003,1,NYA,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +anderja01,2003,2,NYN,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +anderji02,2003,1,CIN,NL,8,9,1,1,0,0,0,0,0,0,2,4,0,0,2,0,0 +anderma01,2003,1,DET,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +anderma02,2003,1,TBA,AL,145,482,59,130,27,3,6,67,19,3,41,60,5,3,4,5,6 +appieke01,2003,1,ANA,AL,19,5,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +appieke01,2003,2,KCA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +armasto02,2003,1,MON,NL,5,10,0,2,0,0,0,0,0,0,0,2,0,0,0,0,0 +arroybr01,2003,1,BOS,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +asencmi01,2003,1,KCA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ashbyan01,2003,1,LAN,NL,21,14,0,0,0,0,0,0,0,0,0,8,0,0,3,0,0 +astacpe01,2003,1,NYN,NL,7,11,1,1,0,0,0,0,0,0,0,2,0,0,3,0,0 +atkinga01,2003,1,COL,NL,25,69,6,11,2,0,0,4,0,0,3,14,0,1,0,0,1 +aurilri01,2003,1,SFN,NL,129,505,65,140,26,1,13,58,2,2,36,82,0,1,0,3,18 +ausmubr01,2003,1,HOU,NL,143,450,43,103,12,2,4,47,5,3,46,66,1,4,4,5,8 +austije01,2003,1,CIN,NL,7,8,0,1,0,0,0,0,0,0,0,5,0,0,2,0,0 +averyst01,2003,1,DET,AL,19,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +ayalalu01,2003,1,MON,NL,65,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +aybarma01,2003,1,SFN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +backebr01,2003,1,TBA,AL,29,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bacsimi02,2003,1,NYN,NL,5,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +baergca01,2003,1,ARI,NL,105,207,31,71,13,0,4,39,1,1,18,20,1,2,1,3,6 +baezda01,2003,1,CLE,AL,73,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bagweje01,2003,1,HOU,NL,160,605,109,168,28,2,39,100,11,4,88,119,3,6,0,3,25 +bakopa01,2003,1,CHN,NL,70,188,19,43,13,3,0,17,0,1,22,47,3,1,1,1,2 +baldero01,2003,1,TBA,AL,156,637,89,184,32,8,11,78,27,10,30,128,4,8,3,6,10 +baldwja01,2003,1,MIN,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +balejo01,2003,1,CIN,NL,10,17,0,2,0,0,0,0,0,0,0,8,0,0,0,0,0 +balfogr01,2003,1,MIN,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +banksbr01,2003,1,FLO,NL,92,149,14,35,6,2,4,23,2,1,25,38,1,2,2,2,4 +barajro01,2003,1,ARI,NL,80,220,19,48,15,0,3,28,0,0,14,43,7,1,1,3,6 +bardjo01,2003,1,CLE,AL,91,303,25,74,13,1,8,36,0,2,22,53,1,0,1,3,9 +barmecl01,2003,1,COL,NL,12,25,2,8,2,0,0,2,0,0,0,10,0,2,0,1,0 +barnela01,2003,1,LAN,NL,30,38,2,8,2,0,0,2,0,0,1,9,0,0,0,0,0 +barremi01,2003,1,MON,NL,70,226,33,47,9,2,10,30,0,0,21,37,7,2,2,1,6 +batismi01,2003,1,ARI,NL,36,57,3,4,1,0,0,0,0,0,1,33,0,0,4,0,2 +batisto01,2003,1,BAL,AL,161,631,76,148,20,1,26,99,4,3,28,102,4,5,0,6,20 +bauerri01,2003,1,BAL,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bautida01,2003,1,ARI,NL,88,284,29,78,16,3,4,36,3,2,21,50,2,4,2,3,7 +bayja01,2003,1,SDN,NL,3,8,2,2,1,0,1,2,0,0,1,1,0,1,0,0,0 +bayja01,2003,2,PIT,NL,27,79,13,23,6,1,3,12,3,1,18,28,0,0,0,0,0 +beckejo02,2003,1,FLO,NL,24,46,3,7,2,0,0,3,0,0,1,14,0,0,5,0,1 +beckro01,2003,1,SDN,NL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +beimejo01,2003,1,PIT,NL,70,5,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +belisma01,2003,1,CIN,NL,6,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +bellda01,2003,1,PHI,NL,85,297,32,58,14,0,4,37,0,0,41,40,1,4,0,6,7 +bellhma01,2003,1,CHN,NL,51,139,15,29,7,1,2,22,3,3,29,46,1,1,0,4,2 +bellhma01,2003,2,COL,NL,48,110,12,26,3,0,0,4,2,3,21,32,0,2,1,0,1 +belliro01,2003,1,COL,NL,116,447,73,124,31,2,8,50,7,2,49,71,0,2,6,1,7 +bellja01,2003,1,NYN,NL,72,116,11,21,1,0,0,3,0,0,22,38,1,2,1,1,4 +bellro01,2003,1,TBA,AL,19,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +beltrad01,2003,1,LAN,NL,158,559,50,134,30,2,23,80,2,2,37,103,4,5,1,6,13 +beltrca01,2003,1,KCA,AL,141,521,102,160,14,10,26,100,41,4,72,81,4,2,0,7,8 +benarma01,2003,1,SFN,NL,46,71,5,14,3,1,0,4,1,0,4,9,0,0,1,1,3 +benesal01,2003,1,CHN,NL,3,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +benesal01,2003,2,TEX,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +benitar01,2003,1,NYN,NL,45,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +benitar01,2003,2,NYA,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +benitar01,2003,3,SEA,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bennega01,2003,1,SDN,NL,96,307,26,73,15,0,2,42,3,0,24,48,3,2,3,2,8 +benoijo01,2003,1,TEX,AL,25,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bensokr01,2003,1,PIT,NL,18,30,2,0,0,0,0,0,0,0,1,11,0,0,6,0,1 +bereja01,2003,1,CLE,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bergda01,2003,1,TOR,AL,61,161,26,41,6,1,4,18,0,1,11,34,0,0,1,1,7 +bergebr01,2003,1,KCA,AL,13,32,3,7,0,0,0,3,0,0,5,4,0,0,1,0,0 +berkmla01,2003,1,HOU,NL,153,538,110,155,35,6,25,93,5,3,107,108,13,9,1,3,10 +bernead01,2003,1,DET,AL,19,4,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +bernead01,2003,2,COL,NL,31,2,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +berroan01,2003,1,KCA,AL,158,567,92,163,28,7,17,73,21,5,29,100,3,18,13,8,13 +betanra01,2003,1,CLE,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +biddlro01,2003,1,MON,NL,73,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +bierbni01,2003,1,TBA,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bierbni01,2003,2,CLE,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bigbila01,2003,1,BAL,AL,83,287,43,87,15,1,9,31,7,1,29,60,3,0,1,2,2 +biggicr01,2003,1,HOU,NL,153,628,102,166,44,2,15,62,8,4,57,116,3,27,3,2,4 +blakeca01,2003,1,CLE,AL,152,557,80,143,35,0,17,67,7,9,38,109,1,10,8,8,11 +blaloha01,2003,1,TEX,AL,143,567,89,170,33,3,29,90,2,3,44,97,1,1,0,3,16 +blanche01,2003,1,ATL,NL,55,151,11,30,8,0,1,13,0,0,10,21,2,1,3,1,3 +blandna01,2003,1,HOU,NL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bloomwi01,2003,1,SEA,AL,89,196,30,49,7,2,1,14,4,1,19,39,1,1,2,2,6 +blumge01,2003,1,HOU,NL,123,420,51,110,19,0,10,52,0,0,20,50,1,2,2,5,15 +bocachi01,2003,1,DET,AL,6,22,1,1,1,0,0,0,0,0,0,7,0,0,0,0,0 +boehrbr01,2003,1,PIT,NL,62,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bondeje01,2003,1,DET,AL,33,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +bondsba01,2003,1,SFN,NL,130,390,111,133,22,1,45,90,7,0,148,58,61,10,0,2,7 +bongju01,2003,1,ATL,NL,44,5,0,0,0,0,0,0,0,0,1,2,0,0,1,0,0 +booneaa01,2003,1,CIN,NL,106,403,61,110,19,3,18,65,15,3,35,74,2,5,3,0,6 +booneaa01,2003,2,NYA,AL,54,189,31,48,13,0,6,31,8,0,11,30,0,3,3,2,7 +boonebr01,2003,1,SEA,AL,159,622,111,183,35,5,35,117,16,3,68,125,3,7,1,7,17 +bootcch01,2003,1,ANA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +borbope02,2003,1,SLN,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +borchjo01,2003,1,CHA,AL,16,49,5,9,1,0,1,5,0,1,5,18,0,0,0,3,0 +bordepa01,2003,1,SEA,AL,12,14,1,2,1,0,0,1,0,0,1,5,0,0,0,0,0 +bordimi01,2003,1,TOR,AL,102,343,39,94,18,2,5,54,3,1,33,60,0,2,0,1,8 +borlato02,2003,1,FLO,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +borowjo01,2003,1,CHN,NL,68,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bottari01,2003,1,ARI,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bowenro01,2003,1,MIN,AL,7,10,0,1,0,0,0,1,0,0,0,4,0,0,0,1,1 +bowiemi01,2003,1,OAK,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bowlebr01,2003,1,TOR,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +boydja02,2003,1,CLE,AL,44,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bradfch01,2003,1,OAK,AL,72,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bradlmi01,2003,1,CLE,AL,101,377,61,121,34,2,10,56,17,7,64,73,8,5,0,5,10 +braggda01,2003,1,ATL,NL,104,162,21,39,5,1,0,9,2,1,13,38,1,2,4,0,1 +branyru01,2003,1,CIN,NL,74,176,22,38,12,0,9,26,0,0,27,69,0,1,0,1,1 +brazede01,2003,1,TBA,AL,10,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brohatr01,2003,1,LAN,NL,12,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +brousbe01,2003,1,CLE,AL,116,386,53,96,21,3,16,55,5,2,32,75,2,5,3,3,6 +broweji01,2003,1,SFN,NL,51,17,2,3,0,0,0,1,0,0,0,5,0,1,1,0,0 +brownad01,2003,1,BOS,AL,9,15,2,3,0,0,0,1,2,0,1,4,0,0,0,0,0 +brownde02,2003,1,KCA,AL,50,132,16,30,7,0,2,14,1,1,8,37,1,2,0,1,0 +brownke01,2003,1,LAN,NL,32,63,4,10,3,0,0,2,0,0,0,28,0,0,6,1,1 +brunter01,2003,1,HOU,NL,31,54,3,14,3,0,1,4,0,0,0,10,0,0,1,1,1 +buchabr01,2003,1,SDN,NL,115,198,29,52,10,2,8,29,6,2,24,51,1,3,0,3,8 +budzima01,2003,1,CIN,NL,4,7,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +buehrma01,2003,1,CHA,AL,35,6,0,1,0,0,0,1,0,0,0,3,0,0,0,0,0 +bukviry01,2003,1,KCA,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bulliki01,2003,1,HOU,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bumpna01,2003,1,FLO,NL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +burbada01,2003,1,MIL,NL,17,10,0,0,0,0,0,0,0,0,0,7,0,0,1,0,1 +burkeja02,2003,1,CHA,AL,6,8,0,3,0,0,0,2,0,0,0,0,0,0,0,0,0 +burkejo03,2003,1,BOS,AL,32,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +burkhmo01,2003,1,KCA,AL,6,15,1,3,0,0,0,1,0,0,1,2,0,0,0,0,0 +burksel01,2003,1,CLE,AL,55,198,27,52,11,1,6,28,1,1,27,46,2,3,0,0,4 +burneaj01,2003,1,FLO,NL,4,7,0,1,0,0,0,0,0,0,2,3,0,0,0,0,0 +burnije01,2003,1,NYN,NL,65,234,38,64,18,0,18,45,1,4,21,55,6,4,0,0,4 +burnije01,2003,2,LAN,NL,61,230,25,47,4,0,13,32,4,0,14,57,3,1,0,1,1 +burrepa01,2003,1,PHI,NL,146,522,57,109,31,4,21,64,0,0,72,142,2,4,0,1,18 +burrose01,2003,1,SDN,NL,146,517,62,148,27,6,7,58,7,2,44,75,4,11,2,4,13 +butlebr02,2003,1,COL,NL,37,90,13,19,3,1,1,4,1,0,7,13,2,1,1,0,2 +bynummi01,2003,1,SDN,NL,13,10,0,3,0,0,0,0,0,0,0,4,0,0,1,0,0 +byrdma01,2003,1,PHI,NL,135,495,86,150,28,4,7,45,11,1,44,94,3,7,4,3,8 +byrneer01,2003,1,OAK,AL,121,414,64,109,27,9,12,51,10,2,42,71,4,2,0,2,3 +cabrejo02,2003,1,LAN,NL,128,347,43,98,32,2,6,37,6,4,17,62,3,10,3,3,10 +cabremi01,2003,1,FLO,NL,87,314,39,84,21,3,12,62,0,2,25,84,3,2,4,1,12 +cabreor01,2003,1,MON,NL,162,626,95,186,47,2,17,80,24,2,52,64,3,1,3,9,18 +cairomi01,2003,1,SLN,NL,92,261,41,64,15,2,5,32,4,1,13,30,1,6,3,7,6 +calerki01,2003,1,SLN,NL,26,4,1,1,0,0,0,1,0,0,0,0,0,0,0,0,0 +callami01,2003,1,ANA,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +callami01,2003,2,TEX,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +calloro01,2003,1,MON,NL,126,340,36,81,17,1,9,52,9,2,20,80,1,2,4,3,13 +camermi01,2003,1,SEA,AL,147,534,74,135,31,5,18,76,17,7,70,137,1,5,1,2,13 +capuach01,2003,1,ARI,NL,9,8,0,0,0,0,0,0,0,0,0,5,0,0,0,0,0 +carradj01,2003,1,KCA,AL,50,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1 +carragi01,2003,1,SEA,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +carrahe01,2003,1,BAL,AL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +carroja01,2003,1,MON,NL,105,227,31,59,10,1,1,10,5,2,19,39,0,3,9,2,10 +cartela02,2003,1,TBA,AL,62,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +caseyse01,2003,1,CIN,NL,147,573,71,167,19,3,14,80,4,0,51,58,4,2,0,3,19 +cashke01,2003,1,TOR,AL,34,106,10,15,3,0,1,8,0,0,4,22,0,1,5,1,6 +castial01,2003,1,SFN,NL,11,15,2,3,1,0,1,4,0,0,0,5,0,0,0,0,0 +castilu01,2003,1,FLO,NL,152,595,99,187,19,6,6,39,21,19,63,60,0,2,15,1,7 +castivi02,2003,1,ATL,NL,147,542,65,150,28,3,22,76,1,2,26,86,3,3,1,6,22 +castrju01,2003,1,CIN,NL,113,320,28,81,14,1,9,33,2,3,18,58,1,0,7,3,7 +castrra01,2003,1,FLO,NL,40,53,6,15,2,0,5,8,0,0,4,11,0,0,0,0,0 +catalfr01,2003,1,TOR,AL,133,489,83,146,34,6,13,59,2,2,35,62,1,6,2,3,9 +cedenro01,2003,1,NYN,NL,148,484,70,129,25,4,7,37,14,9,38,86,3,1,2,2,8 +cepicma01,2003,1,MON,NL,5,8,0,2,1,0,0,0,0,0,0,2,0,0,0,0,0 +cerdaja01,2003,1,NYN,NL,27,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +cerroju01,2003,1,CIN,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chacosh01,2003,1,COL,NL,23,46,4,9,2,0,1,5,0,0,0,16,0,0,2,0,0 +chambji01,2003,1,CIN,NL,2,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +chapmtr01,2003,1,PHI,NL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chaveen01,2003,1,MON,NL,141,483,66,121,25,5,5,47,18,7,31,59,3,0,9,3,7 +chaveer01,2003,1,OAK,AL,156,588,94,166,39,5,29,101,8,3,62,89,10,1,0,3,14 +chavera01,2003,1,HOU,NL,19,37,5,10,1,1,1,4,0,0,1,6,0,0,0,0,3 +chenbr01,2003,1,HOU,NL,11,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chenbr01,2003,2,BOS,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chench01,2003,1,LAN,NL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +choatra01,2003,1,NYA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +choihe01,2003,1,CHN,NL,80,202,31,44,17,0,8,28,1,1,37,71,1,4,2,0,2 +chrisja01,2003,1,SFN,NL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chrisry01,2003,1,TEX,AL,60,165,22,29,7,0,2,16,2,2,15,44,0,3,2,1,3 +chulkvi01,2003,1,TOR,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cintral01,2003,1,ARI,NL,117,448,70,142,26,6,13,51,2,3,29,33,0,2,5,3,7 +cirilje01,2003,1,SEA,AL,87,258,24,53,11,0,2,23,1,1,24,32,1,5,4,2,6 +clarkbr02,2003,1,MIL,NL,128,315,33,86,21,1,6,40,13,2,21,40,0,9,2,7,12 +clarkho02,2003,1,TOR,AL,38,70,9,25,3,1,0,7,0,1,3,6,0,2,2,0,3 +clarkje02,2003,1,TEX,AL,10,9,0,0,0,0,0,0,0,0,3,0,0,0,0,0,0 +clarkje02,2003,2,SDN,NL,1,2,0,0,0,0,0,1,0,1,0,1,0,0,0,1,0 +clarkje02,2003,3,TEX,AL,14,37,2,8,2,0,0,6,2,1,3,4,0,0,1,1,1 +clarkto02,2003,1,NYN,NL,125,254,29,59,13,0,16,43,0,0,24,73,2,1,0,1,8 +clausbr01,2003,1,NYA,AL,1,4,0,1,0,0,0,1,0,0,0,1,0,0,0,0,0 +claytro01,2003,1,MIL,NL,146,483,49,110,16,1,11,39,5,2,49,92,10,3,4,4,25 +clemema01,2003,1,CHN,NL,32,62,3,9,2,0,0,3,0,0,0,26,0,1,8,0,0 +clemero02,2003,1,NYA,AL,33,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +colbrgr01,2003,1,SEA,AL,22,58,7,16,1,1,3,7,0,1,4,16,0,0,0,0,3 +collilo01,2003,1,BOS,AL,4,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0 +colomje01,2003,1,TBA,AL,54,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +colonba01,2003,1,CHA,AL,34,6,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +colyest01,2003,1,LAN,NL,13,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +condrcl01,2003,1,SDN,NL,9,10,1,2,0,0,0,0,0,0,0,6,0,0,0,0,0 +coneda01,2003,1,NYN,NL,5,4,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +coninje01,2003,1,BAL,AL,124,493,75,143,33,3,15,80,5,0,37,60,5,5,0,12,14 +coninje01,2003,2,FLO,NL,25,84,13,20,3,0,5,15,0,0,13,10,0,0,1,1,2 +contija01,2003,1,MIL,NL,30,48,3,11,2,0,2,7,0,1,2,18,0,0,1,1,1 +contrjo01,2003,1,NYA,AL,18,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +cookaa01,2003,1,COL,NL,43,29,3,5,0,0,0,3,0,0,2,10,0,0,6,0,1 +coomero01,2003,1,LAN,NL,69,125,11,30,4,0,4,15,0,0,10,19,2,1,0,1,7 +coraal01,2003,1,LAN,NL,148,477,39,119,24,3,4,34,4,2,16,59,3,10,9,2,5 +corcoro01,2003,1,MON,NL,5,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +cordech01,2003,1,MON,NL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +cordefr01,2003,1,TEX,AL,73,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cordewi01,2003,1,MON,NL,130,436,57,121,27,0,16,71,1,1,49,90,5,4,0,3,11 +cordoma01,2003,1,BAL,AL,9,30,5,7,1,0,1,4,1,0,8,5,1,1,0,0,1 +coreyma02,2003,1,PIT,NL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cormirh01,2003,1,PHI,NL,65,2,1,1,0,0,0,0,0,0,1,0,0,0,0,0,0 +cornena01,2003,1,DET,AL,32,4,0,0,0,0,0,0,0,0,0,4,0,0,1,0,0 +correke01,2003,1,SFN,NL,10,13,1,2,0,0,0,2,0,0,0,6,0,0,1,0,0 +corteda01,2003,1,CLE,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cotahu01,2003,1,PIT,NL,10,16,1,4,1,0,0,1,0,0,1,5,0,0,0,0,0 +cottsne01,2003,1,CHA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +counscr01,2003,1,ARI,NL,89,303,40,71,6,3,3,21,11,4,41,32,0,2,3,2,4 +crawfca02,2003,1,TBA,AL,151,630,80,177,18,9,5,54,55,10,26,102,4,1,1,3,5 +credejo01,2003,1,CHA,AL,151,536,68,140,31,2,19,75,1,1,32,75,1,6,2,4,11 +creekdo01,2003,1,TOR,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cressja01,2003,1,CLE,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +crispco01,2003,1,CLE,AL,99,414,55,110,15,6,3,27,15,9,23,51,1,0,7,3,4 +crometr01,2003,1,HOU,NL,3,4,0,1,0,1,0,1,0,0,0,0,0,0,0,0,0 +crosbbo01,2003,1,OAK,AL,11,12,1,0,0,0,0,0,0,0,1,5,0,1,0,0,0 +crosbbu01,2003,1,LAN,NL,9,12,0,1,0,0,0,1,0,0,0,3,0,0,0,0,0 +crudami01,2003,1,SLN,NL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +crudami01,2003,2,MIL,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cruzde01,2003,1,BAL,AL,152,548,61,137,24,2,14,65,1,2,13,49,1,2,7,2,13 +cruzen01,2003,1,MIL,NL,60,71,6,6,1,0,0,2,0,0,4,30,0,1,0,0,2 +cruzjo02,2003,1,SFN,NL,158,539,90,135,26,1,20,68,5,8,102,121,6,0,2,7,14 +cruzju02,2003,1,CHN,NL,25,12,1,3,0,1,0,1,0,0,0,5,0,0,1,0,0 +cruzne01,2003,1,COL,NL,20,13,1,2,1,0,0,1,0,0,0,2,0,0,2,0,0 +cuddymi01,2003,1,MIN,AL,35,102,14,25,1,3,4,8,1,1,12,19,0,0,0,0,6 +cunnawi01,2003,1,ATL,NL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +custja01,2003,1,BAL,AL,27,73,7,19,7,0,4,11,0,0,10,25,0,1,0,0,0 +daalom01,2003,1,BAL,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +damicje01,2003,1,PIT,NL,29,48,3,6,1,0,1,3,0,0,6,23,0,0,9,0,2 +damonjo01,2003,1,BOS,AL,145,608,103,166,32,6,12,67,30,6,68,74,4,2,6,6,5 +darenvi01,2003,1,COL,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +darenvi01,2003,2,MON,NL,7,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +daubabr01,2003,1,CHA,AL,95,183,26,42,11,0,6,21,1,0,34,54,1,1,0,1,3 +davanje02,2003,1,ANA,AL,123,330,56,93,16,1,12,43,17,5,42,59,0,1,4,5,6 +davisbe01,2003,1,SEA,AL,80,246,25,58,18,0,6,42,0,0,18,61,2,0,1,4,5 +davisdo02,2003,1,TEX,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +davisdo02,2003,2,TOR,AL,12,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +davisdo02,2003,3,MIL,NL,8,20,0,2,0,0,0,0,0,0,0,9,0,0,1,0,0 +davisja02,2003,1,CLE,AL,28,2,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +davisjj01,2003,1,PIT,NL,19,35,1,7,0,0,1,4,0,1,3,13,0,0,0,0,0 +dawkitr01,2003,1,KCA,AL,3,2,0,0,0,0,0,0,0,0,1,2,0,0,0,0,0 +dawlejo01,2003,1,ATL,NL,5,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +dayza01,2003,1,MON,NL,23,47,2,2,0,0,0,2,0,0,1,22,0,0,1,0,0 +deagoro01,2003,1,SDN,NL,2,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +deharri01,2003,1,KCA,AL,4,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +dejeami01,2003,1,MIL,NL,58,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dejeami01,2003,2,SLN,NL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dejesda01,2003,1,KCA,AL,12,7,0,2,0,1,0,0,0,0,1,2,0,1,1,0,0 +delgaca01,2003,1,TOR,AL,161,570,117,172,38,1,42,145,0,0,109,137,23,19,0,7,9 +delgawi01,2003,1,SLN,NL,43,77,8,13,3,0,0,3,0,0,3,10,0,1,0,1,4 +delgawi01,2003,2,ANA,AL,19,50,4,16,0,0,0,4,0,0,8,8,0,0,0,0,1 +delluda01,2003,1,ARI,NL,70,165,18,40,11,3,2,19,9,0,19,45,1,3,1,2,4 +delluda01,2003,2,NYA,AL,21,51,8,9,1,0,1,4,3,0,4,13,0,2,1,0,2 +delosva01,2003,1,MIL,NL,45,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +delosva01,2003,2,PHI,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dempsry01,2003,1,CIN,NL,24,33,1,1,0,0,0,0,0,0,1,19,0,0,1,0,0 +depasjo01,2003,1,NYN,NL,2,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +depaujo01,2003,1,NYA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +derosma01,2003,1,ATL,NL,103,266,40,70,14,0,6,22,1,0,16,49,0,5,0,1,6 +desseel01,2003,1,ARI,NL,36,46,1,9,1,1,0,6,0,0,3,11,0,0,10,0,0 +diazei01,2003,1,TEX,AL,101,334,30,86,14,1,4,35,3,1,9,32,0,10,4,4,12 +diazma02,2003,1,TBA,AL,4,9,2,1,0,0,0,0,0,0,1,3,0,0,0,0,0 +dickera01,2003,1,TEX,AL,38,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +difelmi01,2003,1,KCA,AL,62,189,29,48,16,1,3,25,1,0,9,30,0,4,1,2,6 +dominju01,2003,1,TEX,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +donnebr01,2003,1,ANA,AL,63,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +doteloc01,2003,1,HOU,NL,76,6,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +douglse01,2003,1,BAL,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +downssc01,2003,1,MON,NL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dreifda01,2003,1,LAN,NL,10,15,0,2,1,0,0,1,0,0,1,9,0,0,3,0,0 +dresery01,2003,1,TEX,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +drewjd01,2003,1,SLN,NL,100,287,60,83,13,3,15,42,2,2,36,48,0,3,2,0,6 +drewti01,2003,1,MON,NL,6,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +drisktr01,2003,1,BAL,AL,20,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +duboser01,2003,1,BAL,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +duchsju01,2003,1,OAK,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +duckwbr01,2003,1,PHI,NL,24,27,1,5,0,0,0,2,0,0,2,5,0,0,1,0,1 +duncaje01,2003,1,NYN,NL,56,139,13,27,0,2,1,10,4,2,17,41,3,2,8,0,1 +dunnad01,2003,1,CIN,NL,116,381,70,82,12,1,27,57,8,2,74,126,8,10,0,4,4 +durazer01,2003,1,OAK,AL,154,537,92,139,29,0,21,77,1,1,100,105,12,2,0,6,11 +durbich01,2003,1,CLE,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +durhara01,2003,1,SFN,NL,110,410,61,117,30,5,8,33,7,7,50,82,2,3,4,2,4 +durocja01,2003,1,MIL,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +durritr01,2003,1,ANA,AL,12,14,5,2,0,0,0,1,1,1,3,0,0,0,0,0,0 +dyeje01,2003,1,OAK,AL,65,221,28,38,6,0,4,20,1,0,25,42,2,3,0,4,11 +easleda01,2003,1,TBA,AL,36,107,8,20,3,1,1,7,0,0,2,18,0,0,1,0,3 +eatonad01,2003,1,SDN,NL,39,56,4,11,3,0,2,3,0,0,4,25,0,1,7,0,1 +eckener01,2003,1,DET,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +eckstda01,2003,1,ANA,AL,120,452,59,114,22,1,3,31,16,5,36,45,0,15,10,4,9 +edmonji01,2003,1,SLN,NL,137,447,89,123,32,2,39,89,1,3,77,127,6,4,1,2,11 +edwarmi02,2003,1,OAK,AL,4,4,0,1,0,0,0,0,0,0,2,1,0,0,0,0,0 +eischjo01,2003,1,MON,NL,71,4,1,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +elartsc01,2003,1,COL,NL,11,14,2,1,0,0,0,0,0,0,2,4,0,0,1,0,0 +elderda01,2003,1,CLE,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +eldreca01,2003,1,SLN,NL,63,2,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +ellisja01,2003,1,SFN,NL,7,10,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +ellisma01,2003,1,OAK,AL,154,553,78,137,31,5,9,52,6,2,48,94,4,7,9,5,7 +ellisro02,2003,1,TEX,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +embreal01,2003,1,BOS,AL,65,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +encarju01,2003,1,FLO,NL,156,601,80,162,37,6,19,94,19,8,37,82,0,4,5,6,17 +ensbemo01,2003,1,HOU,NL,127,385,69,112,15,1,25,60,7,2,48,60,1,6,1,1,10 +erstada01,2003,1,ANA,AL,67,258,35,65,7,1,4,17,9,1,18,40,1,4,2,2,8 +escalfe01,2003,1,TBA,AL,10,27,2,5,2,0,0,2,1,0,2,6,0,0,0,0,0 +escobal01,2003,1,CLE,AL,28,99,16,27,2,0,5,14,1,0,7,33,1,1,0,1,0 +escobke01,2003,1,TOR,AL,41,6,1,1,0,0,0,1,0,0,0,3,0,0,0,0,0 +estalbo02,2003,1,COL,NL,46,140,17,28,7,0,7,21,2,0,19,55,0,1,2,3,4 +estessh01,2003,1,CHN,NL,30,39,4,7,1,0,1,3,0,0,2,17,0,0,9,1,0 +estrajo01,2003,1,ATL,NL,16,36,2,11,0,0,0,2,0,0,0,3,0,3,0,0,1 +estrele01,2003,1,MIL,NL,58,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +etherse01,2003,1,CIN,NL,7,7,0,1,0,0,0,0,0,0,0,2,0,0,3,0,0 +everead01,2003,1,HOU,NL,128,387,51,99,18,3,8,51,8,1,28,66,6,9,11,1,7 +evereca01,2003,1,TEX,AL,74,270,53,74,13,3,18,51,4,1,31,48,2,5,4,3,2 +evereca01,2003,2,CHA,AL,73,256,40,77,14,0,10,41,4,3,22,36,4,10,0,1,5 +eyresc01,2003,1,SFN,NL,74,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +farnsky01,2003,1,CHN,NL,77,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fasseje01,2003,1,SLN,NL,62,9,0,0,0,0,0,0,0,0,0,4,0,0,1,0,0 +febleca01,2003,1,KCA,AL,74,196,31,46,5,0,0,11,8,2,13,30,0,5,5,0,8 +felicpe01,2003,1,NYN,NL,23,3,0,0,0,0,0,0,0,0,1,1,0,0,1,0,0 +felizpe01,2003,1,SFN,NL,95,235,31,58,9,3,16,48,2,2,10,53,0,1,1,2,7 +fernaja01,2003,1,HOU,NL,12,9,1,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +ferraan01,2003,1,MON,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fettemi01,2003,1,MIN,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fickro01,2003,1,ATL,NL,126,409,52,110,26,1,11,80,1,0,42,47,4,2,0,7,9 +fieldna01,2003,1,KCA,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +figgich01,2003,1,ANA,AL,71,240,34,71,9,4,0,27,13,7,20,38,0,0,6,4,1 +figuene01,2003,1,PIT,NL,12,7,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +fikacje01,2003,1,OAK,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +finlest01,2003,1,ARI,NL,147,516,82,148,24,10,22,70,15,8,57,94,4,6,0,3,6 +fioreto01,2003,1,MIN,AL,21,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +flahejo01,2003,1,NYA,AL,40,105,16,28,8,0,4,14,0,0,4,19,1,1,5,1,6 +floydcl01,2003,1,NYN,NL,108,365,57,106,25,2,18,68,3,0,51,66,2,3,0,6,10 +foggjo01,2003,1,PIT,NL,26,42,4,8,0,0,0,1,1,0,2,15,0,0,7,0,0 +foppeje01,2003,1,SFN,NL,23,37,3,3,1,1,0,1,0,0,0,19,0,1,0,0,1 +fordle01,2003,1,MIN,AL,34,73,16,24,7,1,3,15,2,0,8,9,0,1,1,0,1 +fordma01,2003,1,MIL,NL,25,7,0,1,1,0,0,1,0,0,1,3,0,0,0,0,0 +fordybr01,2003,1,BAL,AL,108,348,28,95,12,2,6,31,2,3,19,44,1,1,6,2,10 +fossuca01,2003,1,BOS,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fostejo01,2003,1,MIL,NL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +foulkke01,2003,1,OAK,AL,72,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +foxan01,2003,1,FLO,NL,70,108,12,21,5,1,0,8,1,2,7,29,0,4,1,0,2 +foxch02,2003,1,BOS,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +foxch02,2003,2,FLO,NL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +francjo01,2003,1,NYN,NL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +francju01,2003,1,ATL,NL,103,197,28,58,12,2,5,31,0,1,25,43,5,0,0,1,8 +francma01,2003,1,ATL,NL,112,134,11,33,5,0,3,15,0,1,11,26,0,0,1,2,4 +frankry01,2003,1,SEA,AL,32,4,1,1,0,0,0,0,0,0,0,1,0,0,1,0,0 +frankwa01,2003,1,MIL,NL,36,59,1,10,1,0,0,3,0,0,0,18,0,0,12,0,2 +freelry01,2003,1,CIN,NL,43,137,23,39,6,1,4,12,9,4,9,13,1,4,2,1,2 +fuentbr01,2003,1,COL,NL,75,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fullmbr01,2003,1,ANA,AL,63,206,32,63,9,2,9,35,5,4,26,31,4,2,0,1,4 +fultzaa01,2003,1,TEX,AL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +furcara01,2003,1,ATL,NL,156,664,130,194,35,10,15,61,25,2,60,76,2,3,3,4,1 +gagneer01,2003,1,LAN,NL,77,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +galaran01,2003,1,SFN,NL,110,272,36,82,15,0,12,42,1,3,19,61,1,2,0,0,9 +gallomi01,2003,1,HOU,NL,32,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gantro01,2003,1,OAK,AL,17,41,4,6,0,0,1,4,0,0,2,9,0,0,0,1,1 +garcida03,2003,1,NYN,NL,19,56,5,12,2,0,2,6,0,0,2,11,0,3,1,1,2 +garcifr02,2003,1,SEA,AL,33,5,0,1,0,0,0,1,0,0,0,0,0,0,0,0,1 +garcije01,2003,1,ATL,NL,13,10,6,4,0,1,0,2,0,1,0,1,0,0,0,0,0 +garcika01,2003,1,CLE,AL,24,93,8,18,1,0,5,14,0,0,5,20,1,1,0,2,4 +garcika01,2003,2,NYA,AL,52,151,17,46,5,0,6,21,0,2,9,32,1,0,0,1,4 +garcino01,2003,1,BOS,AL,156,658,120,198,37,13,28,105,19,5,39,61,1,11,1,10,10 +garcire01,2003,1,TEX,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +garciro01,2003,1,TEX,AL,46,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +garlajo01,2003,1,CHA,AL,32,2,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0 +gaudich01,2003,1,TBA,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gearyge01,2003,1,PHI,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +georgch02,2003,1,KCA,AL,18,1,0,1,0,0,0,1,0,0,0,0,0,0,2,0,0 +germaes01,2003,1,OAK,AL,5,4,0,1,0,0,0,1,0,0,0,1,0,0,0,0,1 +germafr01,2003,1,DET,AL,45,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gerutjo01,2003,1,CLE,AL,127,480,66,134,33,2,22,75,4,5,35,70,4,7,1,2,13 +giambja01,2003,1,NYA,AL,156,535,97,134,25,0,41,107,2,1,129,140,9,21,0,5,9 +giambje01,2003,1,BOS,AL,50,127,15,25,5,0,5,15,1,0,26,42,0,2,1,0,3 +gibboja01,2003,1,BAL,AL,160,625,80,173,39,2,23,100,0,1,49,89,11,3,0,5,12 +gilbe01,2003,1,ANA,AL,62,125,12,24,5,1,1,9,5,1,4,33,1,0,4,2,5 +gilesbr02,2003,1,PIT,NL,105,388,70,116,30,4,16,70,0,3,85,48,11,6,0,2,8 +gilesbr02,2003,2,SDN,NL,29,104,23,31,4,2,4,18,4,0,20,10,1,2,0,2,4 +gilesma01,2003,1,ATL,NL,145,551,101,174,49,2,21,69,14,4,59,80,2,11,10,4,7 +gilfija01,2003,1,KCA,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gilge01,2003,1,BAL,AL,54,169,22,40,4,0,3,16,0,0,12,34,0,3,2,0,2 +ginteke01,2003,1,MIL,NL,127,358,51,92,15,2,14,44,1,1,37,87,1,17,0,3,8 +gintema01,2003,1,CHA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gipsoch01,2003,1,NYA,AL,18,10,3,2,0,0,0,2,2,1,1,2,0,0,1,0,0 +girarjo01,2003,1,SLN,NL,16,23,1,3,0,0,0,1,0,0,3,4,0,0,0,0,2 +glanvdo01,2003,1,TEX,AL,52,195,22,53,5,0,4,14,4,0,6,25,1,0,2,0,2 +glanvdo01,2003,2,CHN,NL,28,51,2,12,0,0,1,2,0,1,2,4,0,0,1,1,0 +glaustr01,2003,1,ANA,AL,91,319,53,79,17,2,16,50,7,2,46,73,4,1,0,1,8 +glavimi01,2003,1,NYN,NL,6,7,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +glavito02,2003,1,NYN,NL,33,53,4,8,1,0,0,3,0,0,4,13,0,0,10,0,0 +glovega01,2003,1,CHA,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +glovega01,2003,2,ANA,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gobblji01,2003,1,KCA,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gomesjo01,2003,1,TBA,AL,8,15,1,2,1,0,0,0,0,0,0,6,0,1,0,0,0 +gomezch02,2003,1,MIN,AL,58,175,14,44,9,3,1,15,2,1,7,13,1,0,2,1,10 +gonzaal01,2003,1,CHN,NL,152,536,71,122,37,0,20,59,3,3,47,123,1,6,8,4,17 +gonzaal02,2003,1,FLO,NL,150,528,52,135,33,6,18,77,0,4,33,106,13,13,3,5,8 +gonzaed01,2003,1,ARI,NL,9,4,1,1,0,0,0,0,0,0,0,0,0,0,1,0,0 +gonzaje01,2003,1,TBA,AL,25,6,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +gonzaju03,2003,1,TEX,AL,82,327,49,96,17,1,24,70,1,1,14,73,1,4,0,1,10 +gonzalu01,2003,1,ARI,NL,156,579,92,176,46,4,26,104,5,3,94,67,17,3,0,3,19 +gonzami02,2003,1,PIT,NL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gonzara01,2003,1,NYN,NL,107,217,28,50,12,2,2,21,3,0,27,34,1,1,0,1,8 +gonzawi01,2003,1,SDN,NL,24,65,1,13,5,0,0,10,0,0,5,13,1,1,1,1,3 +goodan01,2003,1,ARI,NL,16,16,0,2,0,0,0,1,0,0,0,5,0,0,4,0,0 +goodwto01,2003,1,CHN,NL,87,171,26,49,10,0,1,12,19,5,11,33,0,0,1,1,3 +gordoto01,2003,1,CHA,AL,66,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +graboja01,2003,1,OAK,AL,8,8,0,0,0,0,0,0,0,0,1,5,0,0,0,0,0 +grabojo02,2003,1,PIT,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gracema01,2003,1,ARI,NL,66,135,13,27,5,0,3,16,0,0,16,15,2,0,1,3,6 +graffto01,2003,1,CHA,AL,90,250,51,65,15,3,7,23,8,0,24,37,1,3,3,1,1 +graveda01,2003,1,CIN,NL,31,54,2,6,0,0,0,0,1,0,0,15,0,0,3,0,0 +greenkh01,2003,1,SDN,NL,20,65,8,14,4,1,2,6,0,1,4,19,0,1,0,0,3 +greensh01,2003,1,LAN,NL,160,611,84,171,49,2,19,85,6,2,68,112,2,6,0,6,18 +greento02,2003,1,TEX,AL,62,205,25,47,10,1,10,20,0,0,2,47,0,2,0,1,2 +greggke01,2003,1,ANA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gregoto01,2003,1,ANA,AL,12,19,1,3,0,0,0,2,0,0,1,8,0,1,0,0,0 +grievbe01,2003,1,TBA,AL,55,165,28,38,7,0,4,17,0,0,32,41,1,6,0,2,3 +griffje01,2003,1,NYN,NL,9,9,0,0,0,0,0,0,0,0,1,3,0,0,1,0,0 +griffke02,2003,1,CIN,NL,53,166,34,41,12,1,13,26,1,0,27,44,5,6,1,1,3 +grimsja01,2003,1,KCA,AL,76,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grissma02,2003,1,SFN,NL,149,587,82,176,33,3,20,79,11,3,20,82,0,2,3,6,14 +groombu01,2003,1,BAL,AL,60,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grudzma01,2003,1,CHN,NL,121,481,73,151,38,1,3,38,6,2,30,64,0,11,7,2,12 +gryboke01,2003,1,ATL,NL,64,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +guarded01,2003,1,MIN,AL,66,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guerrvl01,2003,1,MON,NL,112,394,71,130,20,3,25,79,9,5,63,53,22,6,0,4,18 +guielaa01,2003,1,KCA,AL,99,354,63,98,30,0,15,52,3,5,27,63,0,13,2,5,3 +guillca01,2003,1,SEA,AL,109,388,63,107,19,3,7,52,4,4,52,64,2,1,5,5,12 +guilljo01,2003,1,CIN,NL,91,315,52,106,21,1,23,63,1,3,17,63,1,9,6,2,8 +guilljo01,2003,2,OAK,AL,45,170,25,45,7,1,8,23,0,0,7,32,1,5,2,1,8 +guthrma01,2003,1,CHN,NL,65,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +gutieri01,2003,1,CLE,AL,16,50,2,13,3,0,0,3,0,0,3,5,0,1,1,1,1 +guzmacr01,2003,1,MIN,AL,143,534,78,143,15,14,3,53,18,9,30,79,0,5,12,4,4 +guzmaed01,2003,1,MON,NL,52,146,15,35,5,0,1,14,0,0,5,17,2,0,3,1,6 +hackmlu01,2003,1,SDN,NL,65,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +hafnetr01,2003,1,CLE,AL,91,291,35,74,19,3,14,40,2,1,22,81,2,10,0,1,7 +hairsje02,2003,1,BAL,AL,58,218,25,59,12,2,2,21,14,5,23,25,0,6,10,2,8 +halamjo01,2003,1,OAK,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hallaro01,2003,1,TOR,AL,36,9,2,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +hallbi03,2003,1,MIL,NL,52,142,23,37,9,2,5,20,1,2,7,28,0,1,4,1,5 +halljo03,2003,1,CIN,NL,6,6,2,1,0,0,0,0,0,0,0,2,0,0,1,0,0 +hallto02,2003,1,TBA,AL,130,463,50,117,23,0,12,47,0,1,23,40,4,7,0,5,14 +haltesh01,2003,1,DET,AL,114,360,33,78,5,2,12,30,2,3,27,77,0,0,3,3,11 +hamiljo02,2003,1,CIN,NL,3,3,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +hammoch01,2003,1,NYA,AL,62,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hammoje01,2003,1,MIL,NL,10,38,2,6,2,0,1,3,0,0,3,7,0,0,0,0,2 +hammoje01,2003,2,SFN,NL,36,94,20,26,10,0,3,10,1,0,13,21,0,1,0,0,1 +hammoro01,2003,1,ARI,NL,65,195,30,55,10,2,8,28,3,2,17,44,3,2,0,2,5 +hamptmi01,2003,1,ATL,NL,32,60,6,11,2,1,2,8,0,0,5,13,0,0,9,0,2 +hancojo01,2003,1,PHI,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hanseda01,2003,1,SDN,NL,110,135,13,33,4,1,2,15,1,0,23,25,3,1,0,0,4 +haranaa01,2003,1,OAK,AL,7,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +haranaa01,2003,2,CIN,NL,9,17,0,1,0,0,0,0,0,0,0,11,0,0,0,0,0 +harderi01,2003,1,OAK,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +harenda01,2003,1,SLN,NL,15,25,0,2,2,0,0,1,0,0,1,10,0,1,1,0,1 +harpetr01,2003,1,TBA,AL,61,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +harrile01,2003,1,CHN,NL,75,131,11,24,3,0,1,7,1,0,13,20,3,0,1,1,1 +harrile01,2003,2,FLO,NL,13,14,3,4,0,0,0,1,0,0,3,1,0,0,0,0,1 +harriwi01,2003,1,CHA,AL,79,137,19,28,3,1,0,5,12,2,10,28,0,0,3,0,1 +hartbo01,2003,1,SLN,NL,77,296,46,82,13,5,4,28,3,1,12,64,0,6,6,1,3 +harveke01,2003,1,KCA,AL,135,485,50,129,30,0,13,64,2,3,29,94,4,5,3,2,15 +harvich01,2003,1,OAK,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hasegsh01,2003,1,SEA,AL,63,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +haselbi01,2003,1,BOS,AL,4,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +hattesc01,2003,1,OAK,AL,147,541,63,137,34,0,12,61,0,1,66,53,0,9,3,3,14 +hawkila01,2003,1,MIN,AL,74,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +hayneji01,2003,1,CIN,NL,18,23,2,6,1,0,0,3,0,0,0,4,0,0,7,0,0 +hebsobr01,2003,1,MON,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +heilmaa01,2003,1,NYN,NL,14,22,1,1,0,0,0,1,0,0,1,13,0,0,0,0,0 +helliri01,2003,1,BAL,AL,24,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +helliri01,2003,2,FLO,NL,11,2,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0 +helmswe01,2003,1,MIL,NL,134,476,56,124,21,0,23,67,0,1,43,131,3,10,0,7,10 +heltoto01,2003,1,COL,NL,160,583,135,209,49,5,33,117,0,4,111,72,21,2,0,7,19 +henderi01,2003,1,LAN,NL,30,72,7,15,1,0,2,5,3,0,11,16,0,1,0,0,0 +hendrma01,2003,1,TOR,AL,30,4,1,1,0,0,1,1,0,0,0,1,0,0,0,0,1 +hensodr01,2003,1,NYA,AL,5,8,2,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +hentgpa01,2003,1,BAL,AL,28,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +heredfe01,2003,1,CIN,NL,57,3,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +heredfe01,2003,2,NYA,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hergema01,2003,1,SDN,NL,40,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +hergema01,2003,2,SFN,NL,27,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +hermach01,2003,1,LAN,NL,11,25,2,4,1,0,0,2,0,0,2,9,0,0,0,0,0 +hermadu01,2003,1,SLN,NL,23,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +hermadu01,2003,2,SFN,NL,9,11,0,0,0,0,0,0,0,0,0,6,0,0,3,0,0 +hernajo01,2003,1,COL,NL,69,257,33,61,6,1,8,27,1,1,27,95,0,0,0,2,6 +hernajo01,2003,2,CHN,NL,23,69,6,13,3,1,2,9,0,0,3,26,0,0,0,0,1 +hernajo01,2003,3,PIT,NL,58,193,19,43,9,1,3,21,1,0,16,56,0,1,0,3,9 +hernali01,2003,1,MON,NL,33,74,2,14,1,0,0,6,0,0,1,14,0,1,6,0,2 +hernami01,2003,1,NYA,AL,5,4,0,1,0,0,0,0,0,0,1,1,0,0,0,0,0 +hernara02,2003,1,OAK,AL,140,483,70,132,24,1,21,78,0,0,33,79,2,12,2,6,14 +hernaro01,2003,1,ATL,NL,66,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hernaru03,2003,1,KCA,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +herreal01,2003,1,CLE,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hessmmi01,2003,1,ATL,NL,19,21,2,6,2,0,2,3,0,0,5,6,1,0,0,0,2 +hidalri01,2003,1,HOU,NL,141,514,91,159,43,4,28,88,9,7,58,104,8,8,0,5,10 +higgibo02,2003,1,DET,AL,130,469,61,110,13,4,14,52,8,8,59,73,3,3,1,6,12 +hillbo01,2003,1,CHN,NL,5,4,0,1,0,0,0,0,0,0,1,2,0,0,0,0,1 +hillbo01,2003,2,PIT,NL,1,3,1,1,0,0,0,0,0,0,1,0,0,0,0,0,0 +hillesh02,2003,1,BOS,AL,49,185,20,56,17,0,3,38,1,0,7,26,1,4,0,4,9 +hillesh02,2003,2,ARI,NL,85,330,40,88,18,1,17,59,0,0,17,44,3,2,0,5,13 +hillje02,2003,1,KCA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hillko01,2003,1,LAN,NL,3,3,0,1,1,0,0,0,0,0,0,2,0,0,0,0,0 +hinchaj01,2003,1,DET,AL,27,74,7,15,3,1,3,11,0,0,3,18,0,2,1,2,3 +hinsker01,2003,1,TOR,AL,124,449,74,109,45,3,12,63,12,2,59,104,1,1,0,5,11 +hitchst01,2003,1,NYA,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hitchst01,2003,2,SLN,NL,8,12,0,1,0,0,0,0,0,0,0,5,0,0,2,0,0 +hockide01,2003,1,MIN,AL,83,188,22,45,10,2,3,22,0,1,15,37,0,0,3,3,3 +hodgetr01,2003,1,ATL,NL,52,5,0,0,0,0,0,0,0,0,0,4,0,0,1,0,0 +hoffmtr01,2003,1,SDN,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hollato01,2003,1,FLO,NL,93,228,32,58,23,3,3,20,2,3,22,55,4,0,2,2,2 +holmeda01,2003,1,ATL,NL,48,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +housejr01,2003,1,PIT,NL,1,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +houstty01,2003,1,PHI,NL,54,97,7,27,6,0,2,14,0,0,6,19,1,0,0,0,2 +howarbe01,2003,1,SDN,NL,6,11,1,1,0,0,0,0,0,0,0,5,0,0,0,0,0 +howrybo01,2003,1,BOS,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hubbatr01,2003,1,CHN,NL,10,16,2,4,1,0,0,2,1,0,4,3,0,1,0,0,0 +huckake01,2003,1,TOR,AL,5,11,1,2,1,0,0,2,0,0,0,2,0,0,0,0,0 +hudsoor01,2003,1,TOR,AL,142,474,54,127,21,6,9,57,5,4,39,87,1,5,0,3,13 +hudsoti01,2003,1,OAK,AL,34,3,0,1,0,0,0,1,0,0,0,1,0,0,0,0,1 +huffau01,2003,1,TBA,AL,162,636,91,198,47,3,34,107,2,3,53,80,17,8,0,9,19 +hummeti01,2003,1,CIN,NL,26,84,9,19,5,0,2,10,0,0,8,13,0,0,1,1,1 +hundlto01,2003,1,LAN,NL,21,33,2,6,1,0,2,11,0,1,8,13,0,0,0,0,0 +huntebr02,2003,1,HOU,NL,56,98,13,23,6,1,0,13,0,0,6,21,0,1,0,3,1 +hunteto01,2003,1,MIN,AL,154,581,83,145,31,4,26,102,6,7,50,106,7,5,0,6,15 +hyzduad01,2003,1,PIT,NL,51,63,16,13,5,0,1,8,0,0,10,21,0,1,0,1,2 +ibanera01,2003,1,KCA,AL,157,608,95,179,33,5,18,90,8,4,49,81,5,3,1,10,10 +infanom01,2003,1,DET,AL,69,221,24,49,6,1,0,8,6,3,18,37,0,0,3,2,1 +ingebr01,2003,1,DET,AL,104,330,32,67,15,3,8,30,4,4,24,79,0,5,4,3,8 +ishiika01,2003,1,LAN,NL,27,34,1,1,0,1,0,0,0,0,0,16,0,0,9,0,1 +isrinja01,2003,1,SLN,NL,40,2,0,1,0,1,0,3,0,0,0,0,0,0,0,0,0 +izturce01,2003,1,LAN,NL,158,558,47,140,21,6,1,40,10,5,25,70,8,0,7,3,8 +jacksda04,2003,1,BOS,AL,109,161,34,42,7,0,1,13,16,8,8,28,0,0,2,1,4 +jacksed01,2003,1,LAN,NL,4,6,0,0,0,0,0,0,0,0,1,2,0,0,1,0,0 +jarvike01,2003,1,SDN,NL,17,22,3,3,0,0,0,2,0,0,4,7,0,0,3,0,1 +jenkige01,2003,1,MIL,NL,124,487,81,144,30,2,28,95,0,0,58,120,10,6,0,3,12 +jennija01,2003,1,COL,NL,33,54,3,12,3,0,0,3,0,0,5,16,0,0,5,1,0 +jensery01,2003,1,SFN,NL,6,5,0,2,0,0,0,2,0,0,0,0,0,0,0,0,0 +jeterde01,2003,1,NYA,AL,119,482,87,156,25,3,10,52,11,5,43,88,2,13,3,1,10 +jimenda01,2003,1,CHA,AL,73,271,35,69,11,5,7,26,4,3,32,46,1,0,4,1,3 +jimenda01,2003,2,CIN,NL,73,290,34,84,13,2,7,31,7,4,34,43,0,2,2,3,4 +jimenjo01,2003,1,COL,NL,63,17,3,3,0,0,0,0,0,0,0,10,0,0,2,0,0 +johnsad01,2003,1,MIN,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnsch04,2003,1,COL,NL,108,356,49,82,20,0,20,61,1,3,49,84,2,1,1,7,8 +johnsga01,2003,1,ANA,AL,5,8,1,3,1,0,0,0,0,1,1,1,0,0,0,0,0 +johnsja02,2003,1,BAL,AL,32,5,1,1,0,0,0,0,0,0,1,3,0,0,0,0,0 +johnsjo08,2003,1,HOU,NL,4,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +johnsma02,2003,1,OAK,AL,13,27,3,3,1,0,0,3,0,0,3,4,0,1,1,1,0 +johnsni01,2003,1,NYA,AL,96,324,60,92,19,0,14,47,5,2,70,57,4,8,3,1,9 +johnsra05,2003,1,ARI,NL,18,36,2,7,0,0,1,3,0,0,0,17,0,0,2,0,0 +johnsre02,2003,1,TOR,AL,114,412,79,121,21,2,10,52,5,3,20,67,1,20,1,4,10 +johnsro06,2003,1,KCA,AL,8,3,3,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +jonesan01,2003,1,ATL,NL,156,595,101,165,28,2,36,116,4,3,53,125,2,5,0,6,18 +jonesch06,2003,1,ATL,NL,153,555,103,169,33,2,27,106,2,2,94,83,13,1,0,6,10 +jonesgr01,2003,1,ANA,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jonesja04,2003,1,MIN,AL,136,517,76,157,33,1,16,69,13,1,21,105,2,4,1,5,10 +jonesja05,2003,1,TEX,AL,40,107,11,23,6,0,3,11,0,1,10,21,0,3,0,1,1 +jonesto02,2003,1,COL,NL,33,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1 +jonesto02,2003,2,BOS,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jordabr01,2003,1,LAN,NL,66,224,28,67,9,0,6,28,1,1,23,30,3,4,0,2,3 +josefe01,2003,1,ARI,NL,18,18,1,6,1,0,1,6,0,0,6,3,1,0,0,0,1 +journji01,2003,1,SLN,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +juliojo01,2003,1,BAL,AL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jungeer01,2003,1,PHI,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kaplega01,2003,1,COL,NL,39,67,10,15,2,0,0,4,2,0,8,18,1,0,0,0,3 +kaplega01,2003,2,BOS,AL,68,158,29,46,11,1,4,23,4,2,14,23,0,0,0,0,5 +karroer01,2003,1,CHN,NL,114,336,37,96,16,1,12,40,1,1,28,46,1,0,0,1,14 +katama01,2003,1,ARI,NL,78,288,42,74,16,5,7,29,3,2,25,53,0,1,5,3,4 +kearnau01,2003,1,CIN,NL,82,292,39,77,11,0,15,58,5,2,41,68,1,5,0,0,7 +keislra01,2003,1,SDN,NL,3,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +keltoda01,2003,1,CHN,NL,10,12,1,2,1,0,0,1,0,0,0,5,0,0,0,0,0 +kendaja01,2003,1,PIT,NL,150,587,84,191,29,3,6,58,8,7,49,40,3,25,1,3,9 +kennead01,2003,1,ANA,AL,143,449,71,121,17,1,13,49,22,9,45,73,4,9,2,5,7 +kennejo04,2003,1,TBA,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kentje01,2003,1,HOU,NL,130,505,77,150,39,1,22,93,6,2,39,85,2,5,0,3,13 +kershja01,2003,1,TOR,AL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kidama01,2003,1,LAN,NL,3,4,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +kieltbo01,2003,1,MIN,AL,75,238,40,60,13,0,9,32,6,2,42,56,2,3,0,1,5 +kieltbo01,2003,2,TOR,AL,62,189,31,44,13,1,4,25,2,1,29,36,4,4,0,3,6 +kiescbr01,2003,1,MIL,NL,70,70,12,21,1,0,7,12,0,0,6,13,0,0,0,0,2 +kimby01,2003,1,ARI,NL,7,13,0,2,1,0,0,1,0,0,0,2,0,0,2,0,0 +kimby01,2003,2,BOS,AL,49,7,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0 +kimsu01,2003,1,MON,NL,4,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +kingra01,2003,1,ATL,NL,80,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kingsge01,2003,1,DET,AL,39,120,11,25,3,1,1,8,1,3,10,17,0,0,8,2,2 +kinkami01,2003,1,LAN,NL,88,162,25,35,7,0,5,14,1,3,13,38,2,16,0,0,8 +kinnema01,2003,1,MIL,NL,33,55,3,2,1,0,0,0,0,0,2,27,0,0,5,0,1 +klassda01,2003,1,DET,AL,22,73,9,18,3,1,1,7,0,1,4,26,0,0,1,0,1 +kleskry01,2003,1,SDN,NL,121,397,47,100,18,0,21,67,2,5,65,83,5,3,0,9,11 +klinest02,2003,1,SLN,NL,78,2,0,1,1,0,0,2,0,0,0,0,0,0,1,0,0 +knotter01,2003,1,MON,NL,13,5,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +knottga01,2003,1,DET,AL,20,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kochbi01,2003,1,CHA,AL,55,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kolbda01,2003,1,MIL,NL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +konerpa01,2003,1,CHA,AL,137,444,49,104,19,0,18,65,0,0,43,50,7,4,0,4,28 +kooncgr01,2003,1,OAK,AL,6,8,0,1,1,0,0,0,0,0,0,6,0,0,0,0,0 +koplomi01,2003,1,ARI,NL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +koskico01,2003,1,MIN,AL,131,469,76,137,29,2,14,69,11,5,77,113,5,7,0,9,5 +kotsama01,2003,1,SDN,NL,128,482,64,128,28,4,7,38,6,3,56,82,3,1,1,1,8 +kreutch01,2003,1,TEX,AL,7,18,0,2,1,0,0,0,0,0,3,2,0,0,0,0,0 +lackejo01,2003,1,ANA,AL,33,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +laforpe01,2003,1,TBA,AL,19,48,0,8,2,0,0,6,0,0,1,14,0,1,0,1,1 +lairdge01,2003,1,TEX,AL,19,44,9,12,2,1,1,4,0,0,5,11,0,1,0,0,2 +lakerti01,2003,1,CLE,AL,52,162,17,39,11,0,3,21,2,2,9,38,1,0,5,0,4 +lambmi01,2003,1,TEX,AL,28,38,3,5,0,0,0,2,1,0,2,7,0,1,0,1,1 +laneja01,2003,1,HOU,NL,18,27,5,8,2,0,4,10,0,0,0,2,0,0,0,0,0 +langery01,2003,1,ATL,NL,16,15,2,4,0,0,0,0,0,0,0,6,0,0,0,0,1 +larkiba01,2003,1,CIN,NL,70,241,39,68,16,1,2,18,2,0,22,32,0,1,1,0,7 +larocgr01,2003,1,CLE,AL,5,9,3,3,1,0,0,0,0,0,1,1,0,0,0,0,0 +larsobr01,2003,1,CIN,NL,32,89,6,9,1,0,1,9,2,2,13,31,0,0,0,2,2 +larueja01,2003,1,CIN,NL,118,379,52,87,23,1,16,50,3,3,33,111,4,20,1,4,9 +lathach01,2003,1,NYA,AL,4,2,3,2,0,0,0,0,1,0,0,0,0,0,0,0,0 +lawrebr02,2003,1,SDN,NL,33,67,7,15,2,0,1,5,0,0,3,18,0,0,2,0,1 +lawtoma02,2003,1,CLE,AL,99,374,57,93,19,0,15,53,10,3,47,47,0,7,0,1,8 +lecroma01,2003,1,MIN,AL,107,345,39,99,19,0,17,64,0,1,25,82,1,4,0,0,8 +ledeeri01,2003,1,PHI,NL,121,255,37,63,15,2,13,46,0,0,34,59,5,0,1,1,4 +ledezwi01,2003,1,DET,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leeca01,2003,1,CHA,AL,158,623,100,181,35,1,31,113,18,4,37,91,2,4,0,7,20 +leecl02,2003,1,CLE,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leeda01,2003,1,CLE,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leede02,2003,1,FLO,NL,155,539,91,146,31,2,31,92,21,8,88,131,7,10,0,6,9 +leetr01,2003,1,TBA,AL,145,542,75,149,37,3,19,70,6,2,64,97,4,0,1,6,13 +leiteal01,2003,1,NYN,NL,30,53,2,1,0,0,0,0,0,0,2,28,0,0,5,0,2 +leonjo01,2003,1,BAL,AL,21,54,6,13,1,0,0,0,0,0,3,18,0,2,0,0,1 +leskacu01,2003,1,MIL,NL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leskacu01,2003,2,KCA,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +levinal01,2003,1,TBA,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +levinal01,2003,2,KCA,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +levraal01,2003,1,FLO,NL,19,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +lewisco01,2003,1,TEX,AL,26,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +lidgebr01,2003,1,HOU,NL,78,4,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +lidleco01,2003,1,TOR,AL,31,6,1,2,0,0,0,0,0,0,0,0,0,0,0,0,0 +liebemi01,2003,1,PHI,NL,131,508,68,159,30,1,13,81,0,0,38,59,2,12,0,3,14 +liefeje01,2003,1,MON,NL,35,88,6,17,3,0,3,18,0,1,3,26,0,0,0,1,2 +liefeje01,2003,2,TBA,AL,9,25,4,3,1,0,1,3,0,0,3,13,1,0,0,0,0 +ligteke01,2003,1,BAL,AL,68,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lillyte01,2003,1,OAK,AL,32,5,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +limajo01,2003,1,KCA,AL,14,2,1,1,0,0,0,0,0,0,0,0,0,0,1,0,0 +lincomi01,2003,1,PIT,NL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lindeto01,2003,1,SFN,NL,18,38,2,8,1,0,1,6,0,0,1,8,0,0,0,0,2 +linebsc01,2003,1,HOU,NL,9,8,0,0,0,0,0,0,0,0,0,5,0,0,1,0,0 +linebsc01,2003,2,SDN,NL,43,4,0,2,1,0,0,0,0,0,0,2,0,0,0,0,0 +lintodo01,2003,1,TOR,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lloydgr01,2003,1,NYN,NL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lloydgr01,2003,2,KCA,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +loaizes01,2003,1,CHA,AL,34,5,1,1,0,0,0,0,0,0,0,2,0,0,1,0,0 +lockhke01,2003,1,SDN,NL,62,95,18,23,5,1,3,8,0,1,13,19,0,1,2,0,2 +loducpa01,2003,1,LAN,NL,147,568,64,155,34,2,7,52,0,2,44,54,6,10,7,1,21 +loeweca01,2003,1,SDN,NL,5,5,0,0,0,0,0,1,0,0,1,3,0,0,1,0,1 +loftoke01,2003,1,PIT,NL,84,339,58,94,19,4,9,26,18,5,28,29,1,2,2,3,2 +loftoke01,2003,2,CHN,NL,56,208,39,68,13,4,3,20,12,4,18,22,2,2,5,3,4 +lohseky01,2003,1,MIN,AL,33,3,0,1,0,0,0,0,0,0,0,1,0,0,3,0,0 +lombage01,2003,1,TBA,AL,13,37,8,8,1,0,1,4,1,0,0,6,0,1,0,0,0 +longte01,2003,1,OAK,AL,140,486,64,119,22,2,14,61,4,1,31,67,4,3,0,2,9 +loopeaa01,2003,1,SEA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +loopebr01,2003,1,FLO,NL,74,1,1,1,0,0,0,0,0,0,0,0,0,0,1,0,0 +lopezal02,2003,1,KCA,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lopezaq01,2003,1,TOR,AL,72,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lopezfe01,2003,1,CIN,NL,59,197,28,42,7,2,2,13,8,5,28,59,1,1,2,1,2 +lopezja01,2003,1,ATL,NL,129,457,89,150,29,3,43,109,0,1,33,90,5,4,0,1,10 +lopezja02,2003,1,COL,NL,75,5,1,1,0,0,0,1,0,0,0,1,0,0,0,0,0 +lopezme01,2003,1,KCA,AL,52,94,13,26,5,1,3,11,2,0,4,28,0,0,2,0,3 +lopezro01,2003,1,BAL,AL,26,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +loretma01,2003,1,SDN,NL,154,589,74,185,28,4,13,72,5,4,54,62,2,3,3,4,17 +louxsh01,2003,1,DET,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lowede01,2003,1,BOS,AL,33,4,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +lowelmi01,2003,1,FLO,NL,130,492,76,136,27,1,32,105,3,1,56,78,6,3,0,6,14 +lowese01,2003,1,KCA,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lowryno01,2003,1,SFN,NL,4,2,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +ludwiry01,2003,1,TEX,AL,8,26,3,4,1,0,0,0,0,0,4,9,0,0,0,0,0 +ludwiry01,2003,2,CLE,AL,39,136,14,36,7,1,7,26,2,0,8,39,1,0,1,0,1 +lugoju01,2003,1,HOU,NL,22,65,6,16,3,0,0,2,2,1,9,12,1,0,0,0,2 +lugoju01,2003,2,TBA,AL,117,433,58,119,13,4,15,53,10,3,35,88,0,4,7,3,5 +lunsftr01,2003,1,SFN,NL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lyonbr01,2003,1,BOS,AL,49,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mabryjo01,2003,1,SEA,AL,64,104,12,22,6,0,3,16,0,0,15,21,2,3,0,0,3 +macdomi01,2003,1,KCA,AL,68,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +machaan01,2003,1,PHI,NL,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0 +macharo01,2003,1,BAL,AL,18,49,8,13,1,0,1,3,0,0,6,12,0,0,0,0,0 +maciajo01,2003,1,MON,NL,111,272,31,65,15,2,4,22,4,3,11,45,1,2,2,1,5 +mackoro01,2003,1,PIT,NL,77,174,20,47,4,4,6,19,6,0,15,53,2,4,0,0,1 +maddugr01,2003,1,ATL,NL,37,68,2,10,3,0,0,2,0,0,1,21,0,0,8,1,0 +madsory01,2003,1,PHI,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +magruch01,2003,1,CLE,AL,9,26,3,9,2,1,1,3,0,1,3,6,0,1,0,0,0 +mahayro01,2003,1,TEX,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mahompa01,2003,1,PIT,NL,9,4,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +malasma01,2003,1,TBA,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mannida01,2003,1,MIL,NL,2,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +mannji01,2003,1,PIT,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +manonju01,2003,1,MON,NL,23,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +mantema01,2003,1,ARI,NL,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +manzajo01,2003,1,CIN,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +marotmi01,2003,1,DET,AL,33,2,0,1,0,0,0,0,0,0,1,0,0,0,1,0,0 +marquja01,2003,1,ATL,NL,21,2,0,1,1,0,0,1,0,0,0,0,0,0,2,0,0 +marreel01,2003,1,SLN,NL,41,107,10,24,4,2,2,20,0,1,7,18,0,0,0,2,0 +marteda01,2003,1,CHA,AL,71,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +martial03,2003,1,TBA,AL,100,238,19,60,12,2,3,26,2,2,17,51,4,2,0,1,8 +martied01,2003,1,SEA,AL,145,497,72,146,25,0,24,98,0,1,92,95,7,7,0,7,17 +martilu01,2003,1,MIL,NL,4,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +martipe02,2003,1,BOS,AL,29,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +martira03,2003,1,CHN,NL,108,293,30,83,16,1,3,34,0,1,24,50,1,2,6,8,8 +martiti02,2003,1,SLN,NL,138,476,66,130,25,2,15,69,1,1,53,71,7,9,2,7,14 +martito02,2003,1,LAN,NL,80,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +martivi01,2003,1,CLE,AL,49,159,15,46,4,0,1,16,1,1,13,21,0,1,0,1,8 +mateohe01,2003,1,MON,NL,100,154,29,37,3,1,0,7,11,1,11,38,0,3,1,0,0 +mateoju01,2003,1,SEA,AL,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mateoru01,2003,1,CIN,NL,74,207,16,50,9,0,3,18,0,0,12,53,1,3,0,2,4 +mathemi01,2003,1,SLN,NL,141,441,43,111,18,2,8,47,1,1,44,81,16,2,8,3,11 +matosju01,2003,1,KCA,AL,28,57,7,15,1,0,2,7,1,0,1,12,0,0,1,0,2 +matoslu01,2003,1,BAL,AL,109,439,70,133,23,3,13,45,15,7,28,90,0,7,10,2,9 +matrada01,2003,1,HOU,NL,6,5,1,1,0,0,1,1,0,0,0,2,0,0,0,0,0 +matsuhi01,2003,1,NYA,AL,163,623,82,179,42,1,16,106,2,2,63,86,5,3,0,6,25 +matthga02,2003,1,BAL,AL,41,162,21,33,12,1,2,20,0,3,9,29,0,1,0,0,4 +matthga02,2003,2,SDN,NL,103,306,50,83,19,1,4,22,12,5,34,66,0,1,0,0,4 +matthmi01,2003,1,SDN,NL,77,2,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +mayda02,2003,1,KCA,AL,35,4,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +maynebr01,2003,1,KCA,AL,113,372,39,91,17,1,6,36,0,2,32,59,5,3,4,3,10 +maysjo01,2003,1,MIN,AL,31,3,0,1,0,0,0,0,0,0,1,1,0,0,1,0,0 +mccarda01,2003,1,OAK,AL,8,26,2,7,2,0,0,2,0,0,1,7,0,0,0,1,0 +mccarda01,2003,2,BOS,AL,16,27,4,11,3,0,1,6,0,0,2,7,0,0,0,0,0 +mccluse01,2003,1,TBA,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mccraqu01,2003,1,ARI,NL,115,203,17,46,5,2,0,18,5,1,15,34,2,0,5,3,4 +mcdonjo03,2003,1,CLE,AL,82,214,21,46,9,1,1,14,3,3,11,31,0,2,4,2,4 +mcewijo01,2003,1,NYN,NL,119,278,31,67,11,0,1,16,3,0,25,57,4,3,6,1,6 +mcgrifr01,2003,1,LAN,NL,86,297,32,74,14,0,13,40,0,0,31,66,4,1,0,0,7 +mclemma01,2003,1,SEA,AL,99,309,34,72,15,2,2,37,5,5,38,71,0,2,0,3,4 +mcmilbi01,2003,1,OAK,AL,66,153,15,41,11,0,6,26,0,0,19,36,1,2,0,1,3 +meadobr01,2003,1,PIT,NL,34,14,0,1,0,0,0,0,0,0,1,6,0,0,3,0,0 +mearsch01,2003,1,DET,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mechegi01,2003,1,SEA,AL,32,5,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +mecirji01,2003,1,OAK,AL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +melhuad01,2003,1,OAK,AL,40,77,13,23,7,0,5,14,0,0,9,19,0,0,0,0,2 +melusmi01,2003,1,HOU,NL,12,9,1,1,1,0,0,2,0,0,2,2,0,0,0,1,0 +menchke01,2003,1,TEX,AL,38,125,15,40,12,0,2,11,1,1,10,17,0,3,0,1,2 +mendeca01,2003,1,BAL,AL,26,45,3,10,2,0,0,5,0,0,0,12,0,0,0,1,0 +mendedo01,2003,1,SDN,NL,26,84,10,19,6,0,2,9,1,0,7,32,1,2,0,1,0 +mendora01,2003,1,BOS,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +menecfr01,2003,1,OAK,AL,43,83,10,16,0,0,2,9,0,0,19,16,1,4,2,1,2 +mercahe01,2003,1,PHI,NL,13,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1 +mercejo02,2003,1,MON,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +merceor01,2003,1,HOU,NL,123,212,20,49,17,2,3,26,3,2,15,33,2,1,0,2,3 +merckke01,2003,1,CIN,NL,49,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +merckke01,2003,2,ATL,NL,18,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +merlolo01,2003,1,SDN,NL,65,151,20,41,7,2,1,17,2,3,22,33,2,1,2,3,3 +merlolo01,2003,2,BOS,AL,15,30,4,7,1,0,0,1,0,0,4,8,0,0,0,0,0 +mesajo01,2003,1,PHI,NL,61,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +meyerch02,2003,1,SEA,AL,9,1,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0 +miadiba01,2003,1,ANA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +micelda01,2003,1,COL,NL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +micelda01,2003,2,CLE,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +micelda01,2003,3,NYA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +micelda01,2003,4,HOU,NL,23,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +michaja01,2003,1,PHI,NL,76,109,20,36,11,0,5,17,0,0,15,22,1,1,0,0,3 +middlja01,2003,1,NYN,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mientdo01,2003,1,MIN,AL,142,487,67,146,38,1,11,65,4,1,74,55,4,5,2,6,9 +milesaa01,2003,1,CHA,AL,8,12,3,4,3,0,0,2,0,0,0,0,0,0,0,0,0 +millake01,2003,1,BOS,AL,148,544,83,150,30,1,25,96,3,2,60,108,5,5,0,9,14 +milleco01,2003,1,CIN,NL,14,30,4,8,0,0,0,1,0,0,5,7,0,2,0,1,1 +milleda02,2003,1,CHN,NL,114,352,34,82,19,1,9,36,1,0,39,91,6,1,7,1,15 +millema02,2003,1,COL,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +milletr02,2003,1,TOR,AL,79,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +millewa04,2003,1,HOU,NL,36,63,4,10,3,0,0,6,0,0,2,16,0,0,5,0,0 +millwke01,2003,1,PHI,NL,35,68,4,4,2,0,0,1,0,0,5,34,0,0,6,0,2 +miltoer01,2003,1,MIN,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mirabdo01,2003,1,BOS,AL,62,163,23,42,13,0,6,18,0,0,11,36,0,1,0,1,3 +mitrese01,2003,1,CHN,NL,3,2,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +moehlbr01,2003,1,HOU,NL,3,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +moellch01,2003,1,ARI,NL,78,239,29,64,17,1,7,29,1,2,23,59,11,2,3,2,7 +mohrdu01,2003,1,MIN,AL,121,348,50,87,22,0,10,36,5,2,33,106,0,1,2,3,10 +molinbe01,2003,1,ANA,AL,119,409,37,115,24,0,14,71,1,1,13,31,2,2,2,4,17 +molinga01,2003,1,SLN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +molinjo01,2003,1,ANA,AL,53,114,12,21,4,0,0,6,0,0,1,26,0,3,4,1,1 +mondera01,2003,1,NYA,AL,98,361,56,93,23,3,16,49,17,7,38,66,6,2,0,2,6 +mondera01,2003,2,ARI,NL,45,162,27,49,8,1,8,22,5,4,18,31,0,1,0,2,3 +monrocr01,2003,1,DET,AL,128,425,51,102,18,1,23,70,4,2,27,89,2,2,1,3,10 +morame01,2003,1,BAL,AL,96,344,68,109,17,1,15,48,6,3,49,71,0,12,6,2,3 +morbajo01,2003,1,BAL,AL,61,71,14,10,0,0,2,5,8,0,3,21,0,1,2,0,0 +mordemi01,2003,1,FLO,NL,65,89,11,19,4,0,2,8,3,0,8,21,3,0,3,1,0 +morenor01,2003,1,NYN,NL,7,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +morneju01,2003,1,MIN,AL,40,106,14,24,4,0,4,16,0,0,9,30,1,0,0,0,4 +morrima01,2003,1,SLN,NL,27,52,5,10,2,0,1,3,0,0,2,16,0,0,12,0,1 +morriwa02,2003,1,DET,AL,97,346,37,94,13,2,6,37,4,2,23,42,1,1,4,3,6 +mossda01,2003,1,SFN,NL,21,29,1,7,0,0,0,1,0,0,1,12,0,0,7,0,0 +mossda01,2003,2,BAL,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +motagu01,2003,1,LAN,NL,76,9,1,2,0,0,1,2,0,0,0,4,0,0,0,0,0 +mouncto01,2003,1,TEX,AL,11,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1 +moyerja01,2003,1,SEA,AL,33,5,1,2,0,0,0,0,0,0,0,1,0,0,1,0,0 +muellbi02,2003,1,BOS,AL,146,524,85,171,45,5,19,85,1,4,59,77,2,7,4,6,11 +muldema01,2003,1,OAK,AL,26,4,0,0,0,0,0,1,0,0,0,3,0,0,1,1,1 +mulhote01,2003,1,CLE,AL,45,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +mullesc01,2003,1,KCA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mullesc01,2003,2,LAN,NL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +munrope01,2003,1,HOU,NL,40,1,0,0,0,0,0,0,0,0,1,0,0,0,2,0,0 +munsoer01,2003,1,DET,AL,99,313,28,75,9,0,18,50,3,0,35,61,1,1,1,7,4 +mussimi01,2003,1,NYA,AL,31,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +myersbr01,2003,1,PHI,NL,33,62,3,9,1,0,0,1,0,0,2,18,0,0,5,0,1 +myersgr01,2003,1,TOR,AL,121,329,51,101,19,0,15,52,0,3,37,57,2,0,0,3,14 +myersmi01,2003,1,ARI,NL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +myersro01,2003,1,LAN,NL,4,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +myettaa01,2003,1,CLE,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nadyxa01,2003,1,SDN,NL,110,371,50,99,17,1,9,39,6,2,24,74,0,6,2,1,14 +nagych01,2003,1,SDN,NL,5,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nakammi01,2003,1,MIN,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nancesh01,2003,1,MIL,NL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nathajo01,2003,1,SFN,NL,78,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +neaglde01,2003,1,COL,NL,7,11,0,0,0,0,0,0,0,0,0,4,0,0,2,0,1 +nealbl01,2003,1,FLO,NL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nelsoje01,2003,1,SEA,AL,46,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nelsoje01,2003,2,NYA,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +neumi01,2003,1,OAK,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nevinph01,2003,1,SDN,NL,59,226,30,63,8,0,13,46,2,0,21,44,1,0,0,1,9 +niekrla01,2003,1,SFN,NL,5,5,2,1,1,0,0,2,0,0,0,1,0,0,0,0,0 +nitkocj01,2003,1,TEX,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nivarra01,2003,1,TEX,AL,28,90,9,19,1,2,0,7,4,2,4,10,0,1,2,0,1 +nixla01,2003,1,TEX,AL,53,184,25,47,10,0,8,30,3,0,9,53,0,0,1,1,1 +nixontr01,2003,1,BOS,AL,134,441,81,135,24,6,28,87,4,2,65,96,4,3,1,3,3 +nomohi01,2003,1,LAN,NL,33,65,4,9,1,0,1,3,0,0,3,25,0,0,6,0,1 +nortogr01,2003,1,COL,NL,114,179,19,47,15,0,6,31,2,1,16,47,0,1,0,1,4 +nortoph01,2003,1,CHN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nortoph01,2003,2,CIN,NL,17,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +nunezab01,2003,1,PIT,NL,118,311,37,77,8,7,4,35,9,3,26,53,1,3,9,2,8 +nunezvl01,2003,1,FLO,NL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +obermwe01,2003,1,MIL,NL,12,23,1,3,0,0,0,1,0,0,0,6,0,0,2,0,0 +ohkato01,2003,1,MON,NL,35,55,2,10,0,0,0,3,0,0,2,10,0,0,8,0,1 +ohmeke01,2003,1,SLN,NL,2,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +ojedaau01,2003,1,CHN,NL,12,25,2,3,0,0,0,0,0,0,1,5,1,1,0,0,1 +ojedami01,2003,1,SDN,NL,61,141,13,33,6,0,4,22,1,1,18,26,2,3,0,1,2 +oleartr01,2003,1,CHN,NL,93,174,18,38,9,0,5,28,3,0,14,31,1,1,1,4,8 +olerujo01,2003,1,SEA,AL,152,539,64,145,35,0,10,83,0,1,84,67,7,6,2,3,20 +oliveda02,2003,1,COL,NL,35,67,6,17,3,0,1,8,0,0,3,17,0,1,2,0,1 +olivomi01,2003,1,CHA,AL,114,317,37,75,19,1,6,27,6,4,19,80,0,4,4,2,3 +olmedra01,2003,1,CIN,NL,79,230,24,55,6,1,0,17,1,1,13,46,0,0,7,0,4 +olsenke01,2003,1,FLO,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ordonma01,2003,1,CHA,AL,160,606,95,192,46,3,29,99,9,5,57,73,1,7,0,4,20 +ordonre01,2003,1,TBA,AL,34,117,14,37,11,0,3,22,0,2,2,12,0,1,2,2,3 +oropeed01,2003,1,ARI,NL,47,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +oroscje01,2003,1,SDN,NL,42,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +oroscje01,2003,2,NYA,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +oroscje01,2003,3,MIN,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ortizda01,2003,1,BOS,AL,128,448,79,129,39,2,31,101,0,0,58,83,8,1,0,2,9 +ortizra01,2003,1,ANA,AL,32,5,1,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +ortizru01,2003,1,ATL,NL,35,70,6,18,4,0,2,10,0,0,4,17,0,1,6,1,1 +osikke01,2003,1,MIL,NL,80,241,22,60,12,0,2,21,0,1,31,44,0,3,0,0,7 +osunaan01,2003,1,NYA,AL,48,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +oswalro01,2003,1,HOU,NL,21,39,4,7,1,0,0,0,0,0,2,15,0,0,7,0,0 +overbly01,2003,1,ARI,NL,86,254,23,70,20,0,4,28,1,0,35,67,7,2,0,2,8 +owenser01,2003,1,ANA,AL,111,241,29,65,6,0,1,20,11,8,10,24,0,1,4,1,4 +ozunapa01,2003,1,COL,NL,17,40,5,8,1,0,0,2,3,0,2,6,0,2,1,0,1 +padilvi01,2003,1,PHI,NL,32,67,1,4,0,0,0,1,0,0,6,34,0,1,3,0,1 +paintla01,2003,1,SLN,NL,22,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +palmede01,2003,1,DET,AL,26,86,3,12,2,0,0,6,0,0,9,28,0,2,0,1,2 +palmeor01,2003,1,SLN,NL,141,317,37,86,13,1,3,33,3,3,32,31,3,2,7,6,1 +palmera01,2003,1,TEX,AL,154,561,92,146,21,2,38,112,2,0,84,77,9,5,0,4,7 +paniajo01,2003,1,CHA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +paquecr01,2003,1,DET,AL,11,33,2,5,0,0,0,0,0,0,0,5,0,0,0,0,2 +parkch01,2003,1,TEX,AL,7,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +paronch01,2003,1,CLE,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +parquji01,2003,1,TBA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +parrijo01,2003,1,BAL,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +parrist01,2003,1,TBA,AL,10,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +patteco01,2003,1,CHN,NL,83,329,49,98,17,7,13,55,16,5,15,77,2,1,0,2,5 +patteda04,2003,1,DET,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +patteja01,2003,1,KCA,AL,13,22,3,4,0,0,0,0,0,0,3,6,1,0,0,0,0 +pattejo02,2003,1,ARI,NL,16,13,1,1,0,0,0,1,0,0,0,4,0,0,0,0,0 +pauljo01,2003,1,CHA,AL,13,17,6,6,0,0,0,4,0,0,3,3,0,0,0,0,0 +pauljo01,2003,2,CHN,NL,3,6,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +pavanca01,2003,1,FLO,NL,33,61,4,6,2,1,0,1,0,0,2,27,0,0,5,0,0 +paytoja01,2003,1,COL,NL,157,600,93,181,32,5,28,89,6,4,43,77,3,7,5,3,27 +pearcjo01,2003,1,SLN,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pearsja01,2003,1,SLN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +peavyja01,2003,1,SDN,NL,32,55,4,4,0,0,0,1,0,0,3,21,0,2,8,0,0 +pelloki01,2003,1,COL,NL,11,18,6,8,3,1,1,4,0,0,0,4,0,2,0,1,0 +penaca01,2003,1,DET,AL,131,452,51,112,21,6,18,50,4,5,53,123,1,6,1,4,6 +penawi01,2003,1,CIN,NL,80,165,20,36,6,1,5,16,3,2,12,53,2,3,1,0,2 +pennybr01,2003,1,FLO,NL,33,68,3,9,1,1,2,8,0,0,0,27,0,0,5,0,2 +peraljh01,2003,1,CLE,AL,77,242,24,55,10,1,4,21,1,3,20,65,0,4,2,2,5 +percitr01,2003,1,ANA,AL,52,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +perezan01,2003,1,TBA,AL,48,125,19,31,6,1,2,12,4,1,18,34,0,1,2,1,1 +perezed01,2003,1,SLN,NL,105,253,47,72,16,0,11,41,5,2,29,53,1,4,1,2,7 +perezed02,2003,1,MIL,NL,107,350,26,95,17,1,11,45,0,1,17,47,3,0,6,2,16 +perezne01,2003,1,SFN,NL,120,328,27,84,19,4,1,31,3,2,14,23,3,0,9,2,9 +perezod01,2003,1,LAN,NL,30,52,3,5,0,0,0,0,0,0,1,14,0,0,10,0,2 +perezol01,2003,1,SDN,NL,19,33,0,7,0,0,0,4,0,0,1,10,0,0,3,1,1 +perezol01,2003,2,PIT,NL,5,6,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +perezti01,2003,1,NYN,NL,127,346,32,93,21,0,4,42,5,6,18,29,1,2,7,9,5 +perezto03,2003,1,PHI,NL,125,298,39,79,18,1,5,33,0,1,23,54,11,0,4,2,7 +perryhe01,2003,1,TEX,AL,11,24,1,4,1,0,0,2,0,0,0,3,0,0,0,0,0 +persoro01,2003,1,BOS,AL,7,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +petribe01,2003,1,COL,NL,3,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +petribe01,2003,2,DET,AL,43,120,18,27,6,0,4,12,0,0,8,30,0,0,1,0,3 +pettian01,2003,1,NYA,AL,33,7,0,1,0,0,0,1,0,0,0,2,0,0,0,0,0 +phelpjo01,2003,1,TOR,AL,119,396,57,106,18,1,20,66,1,2,39,115,3,17,0,1,12 +phelpto01,2003,1,FLO,NL,27,11,1,1,0,0,0,0,0,0,2,3,0,0,1,0,1 +phillbr01,2003,1,CLE,AL,112,370,36,77,18,1,6,33,4,5,14,77,0,3,5,1,12 +phillja03,2003,1,CLE,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +phillja04,2003,1,NYN,NL,119,403,45,120,25,0,11,58,0,1,39,50,3,10,0,1,21 +piattad01,2003,1,OAK,AL,47,100,6,24,10,0,4,15,1,2,6,30,0,0,0,1,2 +piattad01,2003,2,TBA,AL,14,32,5,6,3,0,2,3,0,0,3,16,0,0,0,1,0 +piazzmi01,2003,1,NYN,NL,68,234,37,67,13,0,11,34,0,0,35,40,3,1,0,3,11 +pierrju01,2003,1,FLO,NL,162,668,100,204,28,7,1,41,65,20,55,35,1,5,15,3,9 +pierzaj01,2003,1,MIN,AL,137,487,63,152,35,3,11,74,3,1,24,55,12,15,2,5,13 +pineijo01,2003,1,SEA,AL,32,4,1,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +plesada01,2003,1,PHI,NL,58,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +podsesc01,2003,1,MIL,NL,154,558,100,175,29,8,9,58,43,10,56,91,2,4,8,2,11 +polanpl01,2003,1,PHI,NL,122,492,87,142,30,3,14,63,14,2,42,38,1,8,8,4,16 +politcl01,2003,1,TOR,AL,54,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ponsosi01,2003,1,BAL,AL,21,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ponsosi01,2003,2,SFN,NL,10,22,1,2,1,0,0,0,0,0,0,5,0,0,3,0,1 +porteco01,2003,1,HOU,NL,24,32,5,6,0,0,0,0,1,0,1,17,0,0,0,0,1 +porzimi01,2003,1,CHA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +posadjo01,2003,1,NYA,AL,142,481,83,135,24,0,30,101,2,4,93,110,6,10,0,4,13 +powelbr01,2003,1,SFN,NL,1,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +powelja04,2003,1,TEX,AL,51,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +prattto02,2003,1,PHI,NL,43,125,16,34,10,1,4,20,0,0,22,38,0,6,1,2,3 +pridecu01,2003,1,NYA,AL,4,12,1,1,0,0,1,1,0,0,0,2,0,0,0,0,1 +prietal01,2003,1,MIN,AL,8,11,1,1,0,0,0,0,0,0,0,4,0,0,0,0,0 +princto01,2003,1,MIN,AL,24,40,5,8,2,0,2,5,1,0,5,7,0,2,2,0,0 +princto01,2003,2,KCA,AL,8,8,0,2,0,0,0,1,0,0,0,0,0,0,0,0,2 +prinzbr01,2003,1,ARI,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +prinzbr01,2003,2,NYA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +priorma01,2003,1,CHN,NL,32,72,6,18,4,0,1,6,0,0,2,27,0,0,7,0,1 +puffebr01,2003,1,HOU,NL,13,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +pujolal01,2003,1,SLN,NL,157,591,137,212,51,1,43,124,5,1,79,65,12,10,0,5,13 +pulidca01,2003,1,MIN,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +puntoni01,2003,1,PHI,NL,64,92,14,20,2,0,1,4,2,1,7,22,1,0,0,0,0 +putzjj01,2003,1,SEA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +quantpa01,2003,1,LAN,NL,89,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +queveru01,2003,1,MIL,NL,9,10,1,3,0,0,0,0,0,0,0,5,0,0,1,0,0 +quinlro01,2003,1,ANA,AL,38,94,13,27,4,2,0,4,1,2,6,16,0,0,1,0,3 +quinthu01,2003,1,SDN,NL,12,23,1,5,0,0,0,2,0,0,1,6,1,0,0,0,0 +radkebr01,2003,1,MIN,AL,33,5,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +raggibr01,2003,1,ARI,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +raineti02,2003,1,BAL,AL,20,43,4,6,1,1,0,2,0,0,2,12,0,1,0,0,2 +ramirar01,2003,1,PIT,NL,96,375,44,105,25,1,12,67,1,1,25,68,3,7,0,8,17 +ramirar01,2003,2,CHN,NL,63,232,31,60,7,1,15,39,1,1,17,31,0,3,0,3,4 +ramirer01,2003,1,TEX,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ramirho01,2003,1,ATL,NL,29,61,3,6,0,1,0,2,0,0,0,12,0,0,6,0,1 +ramirju01,2003,1,ANA,AL,6,2,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +ramirma02,2003,1,BOS,AL,154,569,117,185,36,1,37,104,3,1,97,94,28,8,0,5,22 +ramosma01,2003,1,TEX,AL,3,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +randajo01,2003,1,KCA,AL,131,502,80,146,31,1,16,72,1,0,41,61,0,7,9,7,12 +randasc01,2003,1,CIN,NL,15,4,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +randost01,2003,1,ARI,NL,50,3,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +ransoco01,2003,1,SFN,NL,20,27,7,6,1,0,1,1,0,0,1,11,0,0,0,0,0 +reamebr01,2003,1,MON,NL,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rebouje01,2003,1,PIT,NL,93,261,37,63,10,2,3,25,2,1,27,47,3,4,6,1,6 +redditi01,2003,1,HOU,NL,33,50,4,10,3,0,0,2,0,0,2,19,0,0,8,0,0 +redmama01,2003,1,FLO,NL,29,61,0,1,0,0,0,1,0,0,1,31,0,0,4,0,1 +redmapr01,2003,1,NYN,NL,15,24,3,3,1,0,1,2,2,0,1,9,0,1,1,0,1 +redmati01,2003,1,PIT,NL,56,230,36,76,16,5,3,19,7,3,14,18,0,2,2,0,1 +redmomi01,2003,1,FLO,NL,59,125,12,30,7,1,0,11,0,0,7,16,0,5,2,2,2 +reedri01,2003,1,MIN,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reedst01,2003,1,COL,NL,67,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0 +reesepo01,2003,1,PIT,NL,37,107,9,23,2,0,1,12,6,0,9,31,1,0,2,2,2 +reichda01,2003,1,TOR,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reithbr01,2003,1,CIN,NL,42,7,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +reitsch01,2003,1,CIN,NL,57,8,0,1,0,0,0,2,0,0,0,6,0,0,0,0,0 +relafde01,2003,1,KCA,AL,141,500,70,127,27,5,8,59,20,4,40,70,1,6,8,3,10 +remlimi01,2003,1,CHN,NL,73,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +renteed01,2003,1,SLN,NL,157,587,96,194,47,1,13,100,34,7,65,54,12,1,3,7,21 +restomi01,2003,1,MIN,AL,24,53,10,15,3,2,0,4,0,0,10,12,0,1,0,0,3 +reyesal01,2003,1,NYA,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reyesca01,2003,1,TBA,AL,10,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +reyesde01,2003,1,PIT,NL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reyesde01,2003,2,ARI,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reyesjo01,2003,1,NYN,NL,69,274,47,84,12,4,5,32,13,3,13,36,0,0,2,3,1 +reyesre01,2003,1,COL,NL,53,116,13,30,7,1,2,7,2,1,5,19,0,0,1,1,3 +reynosh01,2003,1,ATL,NL,30,54,0,5,0,0,0,3,0,0,1,26,0,0,10,0,1 +rhodear01,2003,1,SEA,AL,67,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +richach01,2003,1,COL,NL,19,27,3,6,1,1,1,3,0,1,3,6,0,0,0,0,1 +riedljo01,2003,1,CIN,NL,55,18,2,4,0,0,0,2,0,0,0,10,0,0,1,0,0 +riggaje01,2003,1,CLE,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +riggsad01,2003,1,ANA,AL,24,61,11,15,4,1,3,5,3,1,9,9,0,0,2,0,2 +rileyma01,2003,1,BAL,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rincoju01,2003,1,MIN,AL,58,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rincori01,2003,1,OAK,AL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +riosar01,2003,1,CHA,AL,49,104,4,22,3,0,2,11,0,1,5,13,0,0,2,1,6 +riskeda01,2003,1,CLE,AL,68,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ritchto01,2003,1,MIL,NL,5,9,0,2,0,0,0,0,0,0,0,2,0,0,2,0,0 +rivaslu01,2003,1,MIN,AL,135,475,69,123,16,9,8,43,17,7,30,65,0,5,8,3,20 +riverca01,2003,1,PIT,NL,78,95,12,21,5,0,3,10,0,0,8,28,2,1,1,2,2 +riverju01,2003,1,NYA,AL,57,173,22,46,14,0,7,26,0,0,10,27,1,0,1,1,8 +riverma01,2003,1,NYA,AL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rivermi02,2003,1,SDN,NL,19,53,2,9,1,0,1,2,0,0,5,11,0,0,0,0,4 +riverru01,2003,1,SFN,NL,31,50,6,9,2,0,2,4,1,0,5,14,1,0,0,0,0 +roachja01,2003,1,NYN,NL,2,2,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0 +roajo01,2003,1,PHI,NL,6,4,0,1,0,0,0,1,0,0,0,2,0,0,0,0,0 +roajo01,2003,2,COL,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +roajo01,2003,3,SDN,NL,18,3,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +roberbr01,2003,1,BAL,AL,112,460,65,124,22,4,5,41,23,6,46,58,1,1,4,1,9 +roberda07,2003,1,LAN,NL,107,388,56,97,6,5,2,16,40,14,43,39,1,4,5,0,0 +robergr01,2003,1,NYN,NL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +roberje02,2003,1,HOU,NL,33,52,4,8,0,1,0,3,0,0,1,14,0,0,5,0,2 +roberna01,2003,1,DET,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +roberwi01,2003,1,BAL,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +robinke02,2003,1,SLN,NL,116,208,19,52,6,3,1,16,6,1,8,27,3,1,4,0,3 +rockejo01,2003,1,TBA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodnefe01,2003,1,DET,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodrial01,2003,1,TEX,AL,161,607,124,181,30,6,47,118,17,3,87,126,10,15,0,6,16 +rodrife01,2003,1,SFN,NL,68,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodrifr03,2003,1,ANA,AL,59,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodriiv01,2003,1,FLO,NL,144,511,90,152,36,3,16,85,10,6,55,92,6,6,1,5,18 +rodriri02,2003,1,ANA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodriri03,2003,1,CLE,AL,15,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +rogerke01,2003,1,MIN,AL,33,4,1,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +rolensc01,2003,1,SLN,NL,154,559,98,160,49,1,28,104,13,3,82,104,5,9,0,7,19 +rolliji01,2003,1,PHI,NL,156,628,85,165,42,6,8,62,20,12,54,113,4,0,5,2,9 +rollsda01,2003,1,TBA,AL,107,373,43,95,20,0,7,46,11,3,19,84,1,7,2,3,5 +romanja01,2003,1,LAN,NL,37,36,3,3,0,0,0,0,2,0,1,8,0,0,0,0,2 +romerjc01,2003,1,MIN,AL,73,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +romerma01,2003,1,COL,NL,3,7,2,3,1,0,0,0,0,0,0,1,0,2,0,0,1 +roneyma01,2003,1,DET,AL,45,2,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +rosarro01,2003,1,HOU,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rossco01,2003,1,DET,AL,6,19,1,4,1,0,1,5,0,0,1,3,0,1,1,0,0 +rossda01,2003,1,LAN,NL,40,124,19,32,7,0,10,18,0,0,13,42,0,2,0,1,4 +rowanaa01,2003,1,CHA,AL,93,157,22,45,8,0,6,24,0,0,7,21,0,3,2,1,1 +ruanwi01,2003,1,LAN,NL,21,41,2,9,2,1,0,2,1,0,0,7,0,0,0,0,0 +rueteki01,2003,1,SFN,NL,27,53,5,7,0,0,0,3,1,0,2,8,0,0,6,0,0 +rupery01,2003,1,BOS,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ruschgl01,2003,1,MIL,NL,33,34,2,7,0,0,0,2,0,0,3,7,0,0,4,0,2 +ryanbj01,2003,1,BAL,AL,76,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ryanmi03,2003,1,MIN,AL,27,61,13,24,7,0,5,13,2,1,6,12,0,0,0,1,4 +saarlki01,2003,1,HOU,NL,36,5,0,0,0,0,0,1,0,0,1,0,0,0,3,0,0 +sabatcc01,2003,1,CLE,AL,31,6,1,3,0,0,0,0,0,0,0,1,0,0,0,0,0 +sadleca01,2003,1,CLE,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sadledo01,2003,1,TEX,AL,77,131,27,26,5,2,1,5,4,3,13,34,0,2,2,2,1 +salmoti01,2003,1,ANA,AL,148,528,78,145,35,4,19,72,3,1,77,93,3,10,0,6,12 +sanchal03,2003,1,MIL,NL,43,163,15,46,10,3,0,10,8,6,7,28,0,2,2,2,1 +sanchal03,2003,2,DET,AL,101,394,43,114,13,5,1,22,44,18,18,46,0,1,7,3,4 +sanchdu01,2003,1,PIT,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sanchfe01,2003,1,CHN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sanchfr01,2003,1,BOS,AL,20,34,6,8,2,0,0,2,0,0,0,8,0,0,0,0,0 +sanchje01,2003,1,COL,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sanchre01,2003,1,NYN,NL,56,174,11,36,3,1,0,12,1,1,8,18,2,0,0,1,7 +sanchre01,2003,2,SEA,AL,46,170,22,50,5,1,0,11,1,0,8,21,1,2,4,2,3 +sandbja01,2003,1,TBA,AL,55,136,15,29,10,1,6,23,0,0,16,52,1,2,2,0,3 +sandeda01,2003,1,CHA,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sandere02,2003,1,PIT,NL,130,453,74,129,27,4,31,87,15,5,38,110,4,5,0,2,10 +santajo01,2003,1,MIN,AL,45,3,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +santibe01,2003,1,SFN,NL,108,401,53,112,21,2,11,56,0,1,29,69,0,2,0,2,13 +santijo03,2003,1,CLE,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +santira01,2003,1,DET,AL,141,444,41,100,18,1,2,29,10,4,33,66,0,10,18,2,9 +santoan01,2003,1,CLE,AL,32,76,9,17,3,1,3,6,1,1,3,18,0,0,1,0,0 +santofr01,2003,1,SFN,NL,8,15,2,3,2,0,1,1,0,0,0,3,0,0,0,0,0 +santovi01,2003,1,TEX,AL,8,2,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +sardida01,2003,1,CIN,NL,1,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +sasakka01,2003,1,SEA,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sauersc01,2003,1,PIT,NL,53,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +sauersc01,2003,2,BOS,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schilcu01,2003,1,ARI,NL,24,52,4,3,0,0,0,0,0,0,3,21,0,0,4,0,0 +schmabr01,2003,1,DET,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schmija01,2003,1,SFN,NL,29,61,2,4,0,0,0,0,0,0,2,30,0,0,15,0,0 +schnebr01,2003,1,MON,NL,108,335,34,77,26,1,9,46,0,2,37,75,8,2,1,2,12 +schoesc01,2003,1,ANA,AL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schoesc01,2003,2,CHA,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +scutama01,2003,1,NYN,NL,48,75,10,16,4,0,2,6,2,0,13,14,2,1,1,1,1 +seaneru01,2003,1,BOS,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +searsto01,2003,1,MIN,AL,24,65,7,16,2,0,2,11,0,0,7,15,0,1,0,1,4 +searsto01,2003,2,SDN,NL,9,8,2,2,1,0,0,0,0,0,0,3,0,0,0,0,0 +seaybo01,2003,1,TBA,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +seguida01,2003,1,BAL,AL,67,224,26,59,10,1,5,25,1,0,26,47,2,1,0,1,8 +seguife01,2003,1,NYA,AL,5,7,0,1,0,0,0,0,0,0,1,3,0,0,0,0,0 +selbybi01,2003,1,CLE,AL,27,39,3,4,1,0,0,5,0,0,3,11,0,0,1,1,0 +seleaa01,2003,1,ANA,AL,25,3,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1 +seoja01,2003,1,NYN,NL,35,51,3,5,1,0,0,0,0,0,3,19,0,0,4,0,0 +serafda01,2003,1,CIN,NL,11,6,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +servisc01,2003,1,ARI,NL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +servisc01,2003,2,TOR,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sexsori01,2003,1,MIL,NL,162,606,97,165,28,2,45,124,2,3,98,151,7,9,0,5,18 +sheetbe01,2003,1,MIL,NL,34,66,0,5,0,0,0,2,0,0,1,35,0,0,5,0,0 +sheffga01,2003,1,ATL,NL,155,576,126,190,37,2,39,132,18,4,86,55,6,8,0,8,16 +shielja01,2003,1,BOS,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shielsc01,2003,1,ANA,AL,44,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shinjts01,2003,1,NYN,NL,62,114,10,22,3,0,1,7,0,1,6,12,1,1,2,1,0 +shousbr01,2003,1,TEX,AL,62,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shueypa01,2003,1,LAN,NL,62,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shumpte01,2003,1,TBA,AL,59,84,14,16,5,2,2,7,1,0,10,17,0,2,2,1,0 +sierrru01,2003,1,TEX,AL,43,133,14,35,9,0,3,12,1,1,14,27,1,0,0,0,2 +sierrru01,2003,2,NYA,AL,63,174,19,48,8,1,6,31,1,0,13,20,2,0,0,2,7 +silvaca01,2003,1,PHI,NL,62,9,0,2,1,0,0,1,0,0,0,2,0,0,1,0,1 +simonja01,2003,1,SLN,NL,48,38,3,5,1,0,0,0,0,0,0,14,0,0,0,0,0 +simonra01,2003,1,PIT,NL,91,307,34,84,14,0,10,51,0,0,12,30,1,2,0,0,6 +simonra01,2003,2,CHN,NL,33,103,13,29,3,0,6,21,0,0,4,7,1,2,0,1,1 +singlch01,2003,1,OAK,AL,120,306,38,75,24,1,1,36,7,2,26,55,4,1,2,6,2 +smithda06,2003,1,MON,NL,32,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithja05,2003,1,TBA,AL,1,4,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithma03,2003,1,MIL,NL,33,63,8,15,4,0,3,10,0,0,4,13,0,0,0,2,5 +smithst02,2003,1,CIN,NL,21,44,3,7,2,0,1,6,1,0,3,9,0,0,0,0,0 +smoltjo01,2003,1,ATL,NL,62,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +snowjt01,2003,1,SFN,NL,103,330,48,90,18,3,8,51,1,2,55,55,0,8,1,2,7 +snydeky01,2003,1,KCA,AL,15,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +sojolu01,2003,1,NYA,AL,3,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sorenza01,2003,1,CLE,AL,36,37,2,5,1,0,1,2,0,3,7,13,0,0,0,0,0 +soriaal01,2003,1,NYA,AL,156,682,114,198,36,5,38,91,35,8,38,130,7,12,0,2,8 +soriara01,2003,1,SEA,AL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sosajo02,2003,1,TBA,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sosasa01,2003,1,CHN,NL,137,517,99,144,22,0,40,103,0,1,62,143,9,5,0,5,14 +sparkst01,2003,1,DET,AL,42,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sparkst01,2003,2,OAK,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +speieju01,2003,1,COL,NL,72,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +spencsh01,2003,1,CLE,AL,64,210,23,57,10,0,8,26,2,0,18,52,0,1,0,3,6 +spencsh01,2003,2,TEX,AL,55,185,16,42,10,0,4,23,0,0,27,40,0,2,0,2,2 +spiezsc01,2003,1,ANA,AL,158,521,69,138,36,7,16,83,6,3,46,66,8,5,2,7,12 +spiveju01,2003,1,ARI,NL,106,365,52,93,22,2,13,50,4,3,33,95,1,7,0,3,7 +spoonti01,2003,1,FLO,NL,33,3,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +sprinru01,2003,1,SLN,NL,17,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +spurlch01,2003,1,DET,AL,66,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stairma01,2003,1,PIT,NL,121,305,49,89,20,1,20,57,0,1,45,64,3,5,0,2,7 +standja01,2003,1,TBA,AL,8,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0 +stanfja01,2003,1,CLE,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stantmi02,2003,1,NYN,NL,50,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1 +starkde01,2003,1,COL,NL,17,22,1,0,0,0,0,4,0,0,4,6,0,0,1,1,1 +stensde01,2003,1,CIN,NL,37,81,14,20,5,0,3,13,0,0,11,24,0,0,0,1,0 +stephga01,2003,1,SLN,NL,32,44,0,9,0,0,0,2,0,0,3,18,0,1,7,0,0 +stewajo02,2003,1,CHA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stewasc01,2003,1,MON,NL,51,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +stewash01,2003,1,TOR,AL,71,303,47,89,22,2,7,35,1,2,27,30,2,2,0,8,6 +stewash01,2003,2,MIN,AL,65,270,43,87,22,0,6,38,3,4,25,36,1,4,2,3,4 +stinnke01,2003,1,CIN,NL,60,179,14,41,13,0,3,19,0,0,13,51,3,4,2,1,3 +stinnke01,2003,2,PHI,NL,7,7,0,3,0,0,0,0,0,0,1,1,0,0,0,0,0 +stoneri01,2003,1,HOU,NL,65,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +stranpa02,2003,1,NYN,NL,6,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stricsc01,2003,1,NYN,NL,19,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +stronja01,2003,1,SEA,AL,12,2,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sturtta01,2003,1,TOR,AL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stynech01,2003,1,COL,NL,138,443,71,113,31,3,11,73,3,1,48,76,1,6,3,2,8 +sullisc01,2003,1,CIN,NL,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sullisc01,2003,2,CHA,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +suppaje01,2003,1,PIT,NL,21,41,3,12,1,0,0,2,0,0,2,11,0,1,8,0,0 +suppaje01,2003,2,BOS,AL,11,2,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +surhobj01,2003,1,BAL,AL,93,319,32,94,20,0,5,41,2,2,29,29,3,1,3,2,4 +suzukic01,2003,1,SEA,AL,159,679,111,212,29,8,13,62,34,8,36,69,7,6,3,1,3 +swannpe01,2003,1,BAL,AL,8,14,3,3,1,0,1,2,0,0,1,4,0,0,0,0,1 +sweenbr01,2003,1,SEA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sweenma01,2003,1,COL,NL,67,97,13,25,9,0,2,14,0,1,9,27,1,0,0,0,2 +sweenmi01,2003,1,KCA,AL,108,392,62,115,18,1,16,83,3,2,64,56,5,2,0,5,13 +switzjo01,2003,1,TBA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tagucso01,2003,1,SLN,NL,43,54,9,14,3,1,3,13,0,0,4,11,1,0,1,0,2 +tallebr01,2003,1,CLE,AL,5,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +tamje01,2003,1,TOR,AL,44,1,0,1,1,0,0,1,0,0,0,0,0,0,0,0,0 +tankede01,2003,1,SDN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tatisfe01,2003,1,MON,NL,53,175,15,34,6,0,2,15,2,1,18,40,0,3,0,0,7 +tavarju01,2003,1,PIT,NL,64,4,0,0,0,0,0,0,0,0,1,2,0,0,0,0,0 +tayloaa01,2003,1,SEA,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +taylore01,2003,1,CIN,NL,100,180,17,39,5,2,5,19,7,0,11,68,0,1,2,0,4 +teixema01,2003,1,TEX,AL,146,529,66,137,29,5,26,84,1,2,44,120,5,14,0,2,14 +tejadmi01,2003,1,OAK,AL,162,636,98,177,42,0,27,106,10,0,53,65,7,6,0,8,12 +tejermi01,2003,1,FLO,NL,50,15,0,1,0,0,0,0,0,0,0,1,0,0,1,0,1 +telemam01,2003,1,PHI,NL,8,14,1,4,3,0,0,0,0,0,0,4,0,0,1,0,0 +terrelu01,2003,1,ARI,NL,5,4,0,1,0,0,0,0,0,0,0,1,0,1,0,0,0 +thamema01,2003,1,TEX,AL,30,73,12,15,2,0,1,4,0,1,8,18,0,2,0,1,2 +thomabr01,2003,1,MIN,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thomafr04,2003,1,CHA,AL,153,546,87,146,35,0,42,105,0,0,100,115,4,12,0,4,11 +thomeji01,2003,1,PHI,NL,159,578,111,154,30,3,47,131,0,3,111,182,11,4,0,5,5 +thomsjo01,2003,1,TEX,AL,35,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thurmco01,2003,1,TOR,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thursjo01,2003,1,LAN,NL,12,10,2,2,0,0,0,0,0,0,1,1,0,0,0,0,0 +timlimi01,2003,1,BOS,AL,72,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tolarke01,2003,1,BOS,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tollbbr01,2003,1,SDN,NL,3,2,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +tomkobr01,2003,1,SLN,NL,35,63,4,18,1,0,0,9,0,1,4,15,0,0,11,0,1 +torcato01,2003,1,SFN,NL,14,16,0,3,1,0,0,1,0,0,0,4,0,1,1,0,0 +torrean02,2003,1,DET,AL,59,168,23,37,4,3,1,9,5,5,10,35,0,0,6,1,5 +torresa01,2003,1,PIT,NL,43,32,3,2,0,1,0,1,0,0,2,16,0,1,6,0,1 +torreyo01,2003,1,SFN,NL,66,200,22,52,10,2,4,29,1,0,14,39,1,2,3,2,3 +towerjo01,2003,1,TOR,AL,14,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +trabebi01,2003,1,CLE,AL,33,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +trachst01,2003,1,NYN,NL,36,58,3,11,2,0,0,4,0,0,2,16,0,0,11,1,1 +trammbu01,2003,1,NYA,AL,22,55,4,11,5,0,0,5,0,0,6,10,0,0,0,0,1 +trubych01,2003,1,TBA,AL,13,43,4,12,3,0,0,3,0,0,5,13,0,0,1,0,1 +tsaoch01,2003,1,COL,NL,9,13,2,2,1,0,0,0,0,0,0,1,0,0,2,0,0 +tuckemi01,2003,1,KCA,AL,104,389,61,102,20,5,13,55,8,10,39,88,3,2,6,2,8 +tucketj01,2003,1,MON,NL,46,19,1,5,1,0,0,0,0,0,0,6,0,0,1,0,0 +turnbde01,2003,1,ANA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tynerja01,2003,1,TBA,AL,46,90,12,25,7,0,0,6,2,1,10,12,0,0,2,0,1 +uguetlu01,2003,1,SEA,AL,12,5,4,1,0,0,0,1,2,0,1,0,0,0,0,0,0 +urbinug01,2003,1,TEX,AL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +urbinug01,2003,2,FLO,NL,33,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0 +uribeju01,2003,1,COL,NL,87,316,45,80,19,3,10,33,7,2,17,60,0,3,6,1,3 +utleych01,2003,1,PHI,NL,43,134,13,32,10,1,2,21,2,0,11,22,0,6,0,1,3 +valdeca02,2003,1,SFN,NL,7,7,0,1,0,0,0,0,1,0,0,3,0,0,0,0,0 +valdeis01,2003,1,TEX,AL,22,4,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0 +valener01,2003,1,CIN,NL,18,42,3,9,0,0,0,1,0,0,2,9,0,0,0,0,0 +valenja01,2003,1,TBA,AL,49,135,13,30,7,1,3,15,0,0,5,31,0,1,0,1,7 +valenjo03,2003,1,CHA,AL,144,503,79,119,26,2,28,74,8,3,54,114,4,3,7,2,6 +valenjo04,2003,1,CIN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +valvejo01,2003,1,ARI,NL,54,1,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0 +vanceco01,2003,1,COL,NL,9,7,2,2,1,0,0,0,0,0,0,1,0,0,2,0,0 +vandejo02,2003,1,MIL,NL,117,327,50,84,25,1,14,45,1,2,46,104,3,1,0,0,5 +vanpoto01,2003,1,TEX,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vanpoto01,2003,2,CIN,NL,9,9,0,1,0,0,0,0,0,0,0,4,0,0,1,0,0 +vargacl01,2003,1,MON,NL,23,30,1,0,0,0,0,0,0,0,1,15,0,0,4,0,0 +varitja01,2003,1,BOS,AL,142,451,63,123,31,1,25,85,3,2,51,106,8,7,5,7,10 +vaughgr01,2003,1,COL,NL,22,37,8,7,3,0,3,5,0,0,8,13,0,0,0,1,0 +vaughmo01,2003,1,NYN,NL,27,79,10,15,2,0,3,15,0,0,14,22,2,2,0,1,2 +vazquja01,2003,1,MON,NL,34,65,5,10,0,1,0,6,0,0,2,8,0,0,12,0,0 +vazqura01,2003,1,SDN,NL,116,422,56,110,17,4,3,30,10,3,52,88,2,2,5,3,4 +velanjo01,2003,1,NYN,NL,23,58,6,11,3,1,0,8,0,0,10,15,1,0,3,1,1 +venafmi01,2003,1,TBA,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +venturo01,2003,1,NYA,AL,89,283,31,71,13,0,9,42,0,0,40,62,2,0,3,0,8 +venturo01,2003,2,LAN,NL,49,109,11,24,5,1,5,13,0,0,18,25,2,0,0,0,3 +veresda01,2003,1,CHN,NL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +victosh01,2003,1,SDN,NL,36,73,8,11,2,0,0,4,7,2,7,17,0,1,1,1,5 +vidrojo01,2003,1,MON,NL,144,509,77,158,36,0,15,65,3,2,69,50,6,7,2,5,16 +villabr01,2003,1,SDN,NL,31,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +villaos01,2003,1,ARI,NL,86,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +villoro01,2003,1,HOU,NL,19,42,2,7,1,0,1,2,0,0,0,17,0,1,1,0,0 +vinafe01,2003,1,SLN,NL,61,259,35,65,14,4,4,23,4,4,11,24,0,11,3,1,5 +vitiejo01,2003,1,MON,NL,38,76,12,26,6,0,3,13,0,0,7,14,0,2,0,1,1 +vizcajo01,2003,1,HOU,NL,91,189,14,47,7,3,3,26,0,1,8,22,3,1,4,1,5 +vizcalu01,2003,1,MIL,NL,75,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vizquom01,2003,1,CLE,AL,64,250,43,61,13,2,2,19,8,3,29,20,0,0,5,1,11 +vogelry01,2003,1,PIT,NL,6,6,0,1,0,0,0,0,0,0,0,2,0,0,2,0,0 +voylebr01,2003,1,KCA,AL,11,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +waechdo01,2003,1,TBA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wagnebi02,2003,1,HOU,NL,78,2,1,0,0,0,0,1,0,0,1,0,0,0,0,0,0 +wagnery01,2003,1,CIN,NL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wakefti01,2003,1,BOS,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0 +walbema01,2003,1,DET,AL,59,138,11,24,4,1,1,6,0,1,3,26,0,1,2,0,3 +walkeja01,2003,1,DET,AL,78,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +walkeke01,2003,1,SDN,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +walkela01,2003,1,COL,NL,143,454,86,129,25,7,16,79,7,4,98,87,14,11,0,1,9 +walkepe01,2003,1,TOR,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +walketo04,2003,1,BOS,AL,144,587,92,166,38,4,13,85,1,1,48,54,0,1,1,10,17 +walrole01,2003,1,KCA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wardda01,2003,1,LAN,NL,52,109,6,20,1,0,0,9,0,0,3,19,0,1,0,1,4 +wasdijo01,2003,1,TOR,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +washbja01,2003,1,ANA,AL,32,5,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +watsoma01,2003,1,CIN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +watsoma02,2003,1,NYN,NL,15,23,0,4,2,0,0,2,0,0,1,5,0,0,1,0,1 +wayneju01,2003,1,FLO,NL,2,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +weathda01,2003,1,NYN,NL,77,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +weaveje01,2003,1,NYA,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +webbbr01,2003,1,ARI,NL,29,50,2,5,1,0,0,0,0,0,2,21,0,0,7,0,0 +weberbe01,2003,1,ANA,AL,62,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +weeksri01,2003,1,MIL,NL,7,12,1,2,1,0,0,0,0,0,1,6,0,1,0,0,0 +welleto01,2003,1,CHN,NL,15,1,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0 +wellsda01,2003,1,NYA,AL,31,6,0,1,1,0,0,0,0,0,0,1,0,0,0,0,0 +wellski01,2003,1,PIT,NL,34,68,8,13,3,0,1,5,0,0,1,23,0,0,4,0,0 +wellsve01,2003,1,TOR,AL,161,678,118,215,49,5,33,117,4,1,42,80,2,7,0,8,21 +wendetu01,2003,1,PHI,NL,56,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +werthja01,2003,1,TOR,AL,26,48,7,10,4,0,2,10,1,0,3,22,0,0,0,0,0 +wessoba01,2003,1,ANA,AL,10,11,2,2,0,0,1,3,1,0,0,4,0,0,0,0,0 +westbja01,2003,1,CLE,AL,34,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +wheelda01,2003,1,NYN,NL,35,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +whitega01,2003,1,CIN,NL,34,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +whitega01,2003,2,NYA,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +whitema03,2003,1,BOS,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +whitema03,2003,2,SEA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +whiteri01,2003,1,CHA,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +whiteri01,2003,2,HOU,NL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +whitero02,2003,1,SDN,NL,115,413,49,115,17,3,18,66,1,4,25,71,2,8,0,3,11 +whitero02,2003,2,KCA,AL,22,75,13,26,6,1,4,21,0,0,6,8,0,2,0,2,2 +widgech01,2003,1,SLN,NL,44,102,9,24,9,0,0,14,0,0,6,20,1,1,1,2,5 +wiggity01,2003,1,NYN,NL,156,573,73,146,36,6,11,71,12,2,46,124,2,9,1,4,15 +wilkebr01,2003,1,MON,NL,146,504,78,135,34,4,19,77,13,10,89,155,0,4,2,3,5 +willibe02,2003,1,NYA,AL,119,445,77,117,19,1,15,64,5,0,71,61,8,3,0,2,21 +willido03,2003,1,FLO,NL,27,58,2,14,2,0,1,4,0,0,3,8,0,0,2,0,0 +willige02,2003,1,FLO,NL,27,31,5,4,1,0,0,3,3,0,2,5,0,0,2,0,0 +willije02,2003,1,SFN,NL,21,37,1,4,1,0,0,1,0,0,0,19,0,0,6,0,0 +willima04,2003,1,ARI,NL,44,134,17,33,9,0,4,16,0,0,16,26,1,2,0,4,1 +willimi03,2003,1,PIT,NL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +willimi03,2003,2,PHI,NL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +willisc01,2003,1,CIN,NL,42,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +willisc01,2003,2,BOS,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +williwo02,2003,1,SLN,NL,34,70,12,17,4,1,1,7,0,0,5,26,0,1,9,1,0 +wilsocr03,2003,1,PIT,NL,116,309,49,81,15,4,18,48,3,1,35,89,4,13,0,1,6 +wilsoda01,2003,1,SEA,AL,96,316,32,76,15,2,4,43,0,0,15,52,0,0,3,3,8 +wilsoen01,2003,1,NYA,AL,63,135,18,31,9,0,3,15,3,1,7,14,0,2,2,1,3 +wilsoja02,2003,1,PIT,NL,150,558,58,143,21,3,9,62,5,5,36,74,3,4,11,6,11 +wilsokr01,2003,1,KCA,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wilsopa02,2003,1,CIN,NL,29,52,1,6,1,0,0,1,0,0,2,28,0,0,4,1,1 +wilsopr01,2003,1,COL,NL,155,600,94,169,43,1,36,141,14,7,54,139,1,4,0,3,23 +wilsoto02,2003,1,TOR,AL,96,256,37,66,19,0,5,35,0,0,28,80,0,1,0,2,4 +wilsova01,2003,1,NYN,NL,96,268,28,65,9,1,8,39,1,2,15,56,1,5,2,2,6 +winnra01,2003,1,SEA,AL,157,600,103,177,37,4,11,75,23,5,41,108,0,8,6,5,9 +witasja01,2003,1,SDN,NL,46,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wittke01,2003,1,DET,AL,93,270,25,71,9,0,10,26,1,1,15,68,0,1,0,3,5 +wolfra02,2003,1,PHI,NL,33,70,9,14,6,0,0,11,0,0,5,22,0,0,6,1,1 +womacto01,2003,1,ARI,NL,61,219,30,52,10,3,2,15,8,3,8,27,0,2,1,1,6 +womacto01,2003,2,COL,NL,21,79,9,15,2,0,0,5,3,1,0,9,0,1,1,0,1 +womacto01,2003,3,CHN,NL,21,51,4,12,2,1,0,2,2,1,1,11,0,0,0,0,0 +woodast01,2003,1,BOS,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +woodke02,2003,1,CHN,NL,32,61,4,10,1,0,2,6,0,0,1,26,0,0,8,0,1 +woodmi01,2003,1,OAK,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +woodwch01,2003,1,TOR,AL,104,349,49,91,22,2,7,45,1,2,28,72,0,3,0,6,6 +wootesh01,2003,1,ANA,AL,98,272,25,66,8,0,7,32,0,4,24,45,5,1,0,3,7 +worreti01,2003,1,SFN,NL,76,3,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +wrighda02,2003,1,CHA,AL,20,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wrighja01,2003,1,KCA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wrighja02,2003,1,SDN,NL,39,4,0,1,1,0,0,0,0,0,0,2,0,0,1,0,0 +wrighja02,2003,2,ATL,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wunscke01,2003,1,CHA,AL,43,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +yanes01,2003,1,TEX,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +yanes01,2003,2,SLN,NL,39,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +youngdm01,2003,1,DET,AL,155,562,78,167,34,7,29,85,2,1,58,130,16,11,0,4,16 +younger01,2003,1,MIL,NL,109,404,71,105,18,1,15,31,25,7,48,34,2,4,2,1,9 +younger01,2003,2,SFN,NL,26,71,9,14,2,0,0,3,3,5,9,10,0,1,0,1,3 +younger02,2003,1,DET,AL,5,11,0,2,0,0,0,0,0,2,4,5,0,0,0,0,1 +youngja01,2003,1,COL,NL,8,7,1,2,1,0,0,0,0,0,1,1,0,0,0,0,0 +youngke01,2003,1,PIT,NL,52,84,8,17,4,0,2,7,1,0,12,25,0,0,0,0,1 +youngmi02,2003,1,TEX,AL,160,666,106,204,33,9,14,72,13,2,36,103,1,1,3,7,14 +zambrca01,2003,1,CHN,NL,32,75,9,18,5,0,2,6,0,0,1,26,0,0,4,0,2 +zambrvi01,2003,1,TBA,AL,34,3,0,0,0,0,0,0,0,0,0,2,0,0,2,0,0 +zaungr01,2003,1,HOU,NL,59,120,9,26,7,0,1,13,1,0,14,14,0,1,1,2,5 +zaungr01,2003,2,COL,NL,15,46,6,12,1,0,3,8,0,1,5,7,0,0,0,0,0 +zeileto01,2003,1,NYA,AL,66,186,29,39,8,0,6,23,0,0,24,36,0,0,0,4,3 +zeileto01,2003,2,MON,NL,34,113,11,29,2,2,5,19,1,0,10,18,0,3,0,1,3 +zerbech01,2003,1,SFN,NL,33,5,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +zitoba01,2003,1,OAK,AL,35,6,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +zoccope01,2003,1,MIL,NL,20,37,0,4,1,0,0,3,0,0,2,13,0,0,0,0,1 +aardsda01,2004,1,SFN,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +abbotpa01,2004,1,TBA,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +abbotpa01,2004,2,PHI,NL,10,11,1,2,0,0,0,2,0,0,0,4,0,0,3,0,0 +abreubo01,2004,1,PHI,NL,159,574,118,173,47,1,30,105,40,5,127,116,10,5,0,7,5 +acevejo01,2004,1,CIN,NL,39,43,0,2,0,0,0,1,0,0,3,26,0,0,5,1,1 +adamsmi03,2004,1,MIL,NL,46,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +adamsru01,2004,1,TOR,AL,22,72,10,22,2,1,4,10,1,0,5,5,0,1,0,0,3 +adamste01,2004,1,TOR,AL,42,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +adamste01,2004,2,BOS,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +adkinjo01,2004,1,CHA,AL,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +affelje01,2004,1,KCA,AL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +aguilch01,2004,1,FLO,NL,29,45,10,10,2,1,3,5,0,0,2,12,0,0,1,0,0 +ainswku01,2004,1,BAL,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +alexama02,2004,1,TEX,AL,21,21,3,5,2,0,0,3,0,0,1,7,0,0,0,0,0 +alfarja01,2004,1,HOU,NL,7,11,1,2,0,0,0,0,0,0,0,5,0,0,1,0,1 +alfonan01,2004,1,ATL,NL,79,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +alfoned01,2004,1,SFN,NL,139,519,66,150,26,1,11,77,1,1,46,40,2,5,2,4,15 +allench01,2004,1,TEX,AL,20,58,4,14,4,1,0,6,0,1,2,13,0,0,2,1,1 +almanar01,2004,1,ATL,NL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +almanca01,2004,1,TEX,AL,67,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +alomaro01,2004,1,ARI,NL,38,110,14,34,5,2,3,16,0,2,12,18,0,1,2,0,2 +alomaro01,2004,2,CHA,AL,18,61,4,11,1,0,1,8,0,0,2,13,0,0,1,1,2 +alomasa02,2004,1,CHA,AL,50,146,15,35,4,0,2,14,0,0,11,13,2,2,3,2,4 +aloumo01,2004,1,CHN,NL,155,601,106,176,36,3,39,106,3,0,68,80,2,0,0,6,12 +alvarab01,2004,1,BOS,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +alvarto01,2004,1,PIT,NL,24,38,5,8,2,0,1,8,0,0,4,7,0,1,0,2,1 +alvarwi01,2004,1,LAN,NL,40,31,4,5,0,0,0,0,0,0,1,14,0,0,2,0,2 +amezaal01,2004,1,ANA,AL,73,93,12,15,2,0,2,11,3,2,3,24,0,3,6,0,2 +anderbr02,2004,1,KCA,AL,35,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +anderga01,2004,1,ANA,AL,112,442,57,133,20,1,14,75,2,1,29,75,6,1,0,3,3 +anderja01,2004,1,CLE,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +anderji02,2004,1,CHN,NL,7,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +anderji02,2004,2,BOS,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +anderma02,2004,1,SLN,NL,113,253,31,60,12,0,8,28,6,2,12,38,1,1,0,5,5 +ankieri01,2004,1,SLN,NL,5,1,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +appieke01,2004,1,KCA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +aquingr01,2004,1,ARI,NL,34,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ardoida01,2004,1,TEX,AL,6,8,1,1,0,0,0,1,0,0,3,2,0,0,0,0,0 +armasto02,2004,1,MON,NL,17,16,0,0,0,0,0,0,0,0,0,5,0,0,5,0,0 +arroybr01,2004,1,BOS,AL,32,6,0,0,0,0,0,0,0,0,0,5,0,0,1,0,0 +ashbyan01,2004,1,SDN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +astacpe01,2004,1,BOS,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +atchisc01,2004,1,SEA,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +atkinga01,2004,1,COL,NL,15,28,3,10,2,0,1,8,0,0,4,3,0,0,0,1,0 +aurilri01,2004,1,SEA,AL,73,261,27,63,13,0,4,28,1,0,22,43,1,2,6,1,10 +aurilri01,2004,2,SDN,NL,51,138,22,35,8,2,2,16,0,0,15,28,0,2,1,2,2 +ausmubr01,2004,1,HOU,NL,129,403,38,100,14,1,5,31,2,2,33,56,11,2,7,3,13 +ayalalu01,2004,1,MON,NL,81,9,0,3,1,0,0,0,0,0,0,3,0,0,1,0,0 +backebr01,2004,1,HOU,NL,34,16,3,5,0,0,1,6,0,0,1,8,0,1,3,0,0 +bacsimi02,2004,1,TEX,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +baekch01,2004,1,SEA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +baergca01,2004,1,ARI,NL,79,85,6,20,2,0,2,11,0,0,6,12,0,3,0,0,7 +baezda01,2004,1,TBA,AL,62,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bagweje01,2004,1,HOU,NL,156,572,104,152,29,2,27,89,6,4,96,131,6,8,0,3,12 +bajenje01,2004,1,CHA,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bakopa01,2004,1,CHN,NL,49,138,13,28,8,0,1,10,1,0,15,29,3,2,1,1,4 +baldero01,2004,1,TBA,AL,136,518,79,145,27,3,16,74,17,4,30,88,2,8,3,6,12 +baldwja01,2004,1,NYN,NL,2,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +balfogr01,2004,1,MIN,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barajro01,2004,1,TEX,AL,108,358,50,89,26,1,15,58,0,1,13,63,0,3,8,7,3 +bardjo01,2004,1,CLE,AL,7,19,5,8,2,0,1,4,0,0,3,0,0,0,0,1,0 +barmecl01,2004,1,COL,NL,20,71,14,20,3,1,2,10,0,1,3,10,0,1,2,0,2 +barremi01,2004,1,CHN,NL,134,456,55,131,32,6,16,65,1,4,33,64,4,5,4,8,13 +bartlja01,2004,1,MIN,AL,8,12,2,1,0,0,0,1,2,0,1,1,0,0,1,0,0 +bartocl01,2004,1,CLE,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +batismi01,2004,1,TOR,AL,38,5,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +batisto01,2004,1,MON,NL,157,606,76,146,30,2,32,110,14,6,26,78,4,4,4,10,14 +bauerri01,2004,1,BAL,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bautida01,2004,1,ARI,NL,141,539,64,154,27,1,11,65,6,2,35,66,2,4,1,3,20 +bautide01,2004,1,BAL,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bautide01,2004,2,KCA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bautijo02,2004,1,BAL,AL,16,11,3,3,0,0,0,0,0,0,1,3,0,0,0,0,0 +bautijo02,2004,2,TBA,AL,12,12,1,2,0,0,0,1,0,1,3,7,0,0,0,0,0 +bautijo02,2004,3,KCA,AL,13,25,1,5,1,0,0,1,0,0,1,12,0,0,0,0,0 +bautijo02,2004,4,PIT,NL,23,40,1,8,2,0,0,0,0,0,2,18,0,0,1,0,1 +bayja01,2004,1,PIT,NL,120,411,61,116,24,4,26,82,4,6,41,129,2,10,5,5,9 +beckejo02,2004,1,FLO,NL,26,44,2,7,1,0,0,2,0,0,2,18,0,0,9,0,0 +beckro01,2004,1,SDN,NL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bedarer01,2004,1,BAL,AL,27,4,0,0,0,0,0,0,0,0,1,3,0,0,0,0,0 +beimejo01,2004,1,MIN,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bellda01,2004,1,PHI,NL,143,533,67,155,33,1,18,77,1,1,57,75,4,6,2,5,14 +bellhe01,2004,1,NYN,NL,17,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bellhma01,2004,1,BOS,AL,138,523,93,138,37,3,17,82,6,1,88,177,1,5,1,3,8 +belliro01,2004,1,CLE,AL,152,599,78,169,48,1,12,70,3,2,60,98,5,2,0,2,18 +bellro01,2004,1,TBA,AL,24,5,1,1,1,0,0,0,0,0,0,2,0,0,0,0,0 +beltrad01,2004,1,LAN,NL,156,598,104,200,32,0,48,121,7,2,53,87,9,2,0,4,15 +beltrca01,2004,1,KCA,AL,69,266,51,74,19,2,15,51,14,3,37,44,7,2,1,3,4 +beltrca01,2004,2,HOU,NL,90,333,70,86,17,7,23,53,28,0,55,57,3,5,2,4,4 +beltrfr01,2004,1,CHN,NL,34,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +beltrfr01,2004,2,MON,NL,11,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +beltrri01,2004,1,MON,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +benitar01,2004,1,FLO,NL,64,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +bennega01,2004,1,MIL,NL,75,219,18,49,14,0,3,20,1,0,22,32,3,2,0,3,9 +benneje01,2004,1,MIL,NL,60,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +benoijo01,2004,1,TEX,AL,28,6,1,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +bensokr01,2004,1,PIT,NL,20,39,2,7,0,0,0,3,0,0,1,17,0,0,10,0,0 +bensokr01,2004,2,NYN,NL,11,19,1,1,0,0,0,2,0,0,1,9,0,0,5,0,0 +bentzch01,2004,1,MON,NL,36,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +bergda01,2004,1,TOR,AL,58,154,13,39,4,0,3,23,0,1,4,27,0,2,0,2,4 +bergebr01,2004,1,KCA,AL,11,35,5,7,2,0,0,2,1,1,0,7,0,0,1,0,1 +bergepe01,2004,1,MON,NL,11,42,2,9,0,0,0,1,0,1,2,16,0,0,1,0,0 +bergmdu01,2004,1,ANA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +berkmla01,2004,1,HOU,NL,160,544,104,172,40,3,30,106,9,7,127,101,14,10,0,6,10 +bernead01,2004,1,COL,NL,16,5,1,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +berroan01,2004,1,KCA,AL,134,512,72,134,27,6,8,43,14,8,23,87,0,12,5,2,10 +betanra01,2004,1,CLE,AL,68,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +betemwi01,2004,1,ATL,NL,22,47,2,8,0,0,0,3,0,1,4,16,0,0,0,1,0 +biddlro01,2004,1,MON,NL,47,11,0,0,0,0,0,0,0,0,0,7,0,0,3,0,0 +bierbni01,2004,1,TEX,AL,4,2,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +bigbila01,2004,1,BAL,AL,139,478,76,134,23,1,15,68,8,3,45,113,0,1,3,4,7 +biggicr01,2004,1,HOU,NL,156,633,100,178,47,0,24,63,7,2,40,94,0,15,9,3,8 +blacktr01,2004,1,SEA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +blakeca01,2004,1,CLE,AL,152,587,93,159,36,3,28,88,5,8,68,139,2,9,1,3,19 +blaloha01,2004,1,TEX,AL,159,624,107,172,38,3,32,110,2,2,75,149,7,6,0,8,13 +blancan01,2004,1,KCA,AL,19,60,9,19,2,2,0,5,1,2,5,6,0,1,1,0,0 +blanche01,2004,1,MIN,AL,114,315,36,65,19,1,10,37,0,3,21,56,0,3,11,3,8 +blantjo01,2004,1,OAK,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bloomwi01,2004,1,SEA,AL,93,188,27,46,10,0,2,18,13,2,10,48,0,0,3,0,2 +blumge01,2004,1,TBA,AL,112,339,38,73,21,0,8,35,2,3,24,58,1,0,4,2,4 +bocachi01,2004,1,SEA,AL,50,90,9,22,5,0,3,6,5,4,12,27,0,1,3,1,1 +boehrbr01,2004,1,PIT,NL,21,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +bondeje01,2004,1,DET,AL,33,7,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +bondsba01,2004,1,SFN,NL,147,373,129,135,27,3,45,101,6,1,232,41,120,9,0,3,5 +bongju01,2004,1,CIN,NL,3,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +boonebr01,2004,1,SEA,AL,148,593,74,149,30,0,24,83,10,5,56,135,2,3,2,4,18 +borchjo01,2004,1,CHA,AL,63,201,26,35,4,1,9,20,1,0,19,57,1,1,1,0,4 +bordepa01,2004,1,SEA,AL,19,53,6,10,2,0,1,5,1,1,1,12,0,0,1,0,2 +bordepa01,2004,2,MIN,AL,19,42,3,12,4,0,0,5,2,0,0,10,0,1,1,0,0 +borkoda01,2004,1,BAL,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +borlato02,2004,1,FLO,NL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +borowjo01,2004,1,CHN,NL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bottari01,2004,1,NYN,NL,60,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bowenro01,2004,1,MIN,AL,17,27,1,3,0,0,1,2,0,0,4,10,0,0,1,0,1 +boydja02,2004,1,PIT,NL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bradfch01,2004,1,OAK,AL,68,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bradlmi01,2004,1,LAN,NL,141,516,72,138,24,0,19,67,15,11,71,123,3,6,3,1,12 +braggda01,2004,1,SDN,NL,9,7,2,1,0,0,0,0,0,0,2,2,0,0,0,0,0 +braggda01,2004,2,CIN,NL,38,94,11,18,3,1,4,9,1,0,8,29,1,0,1,0,2 +branyru01,2004,1,MIL,NL,51,158,21,37,11,1,11,27,1,0,20,68,0,2,0,2,1 +brazecr01,2004,1,NYN,NL,24,34,3,9,2,0,1,3,0,0,1,7,0,0,0,0,1 +brazede01,2004,1,TBA,AL,22,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brazoyh01,2004,1,LAN,NL,31,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +britoju01,2004,1,ARI,NL,54,171,17,35,7,0,3,12,1,0,9,41,1,1,1,2,6 +brocado01,2004,1,TEX,AL,43,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brookfr01,2004,1,PIT,NL,11,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brousbe01,2004,1,CLE,AL,139,418,57,115,28,5,17,82,4,2,52,95,3,12,1,2,7 +broweji01,2004,1,SFN,NL,89,2,1,1,0,0,0,0,0,0,1,1,0,0,0,0,0 +brownad01,2004,1,KCA,AL,5,11,0,3,0,0,0,0,0,0,0,2,0,0,0,0,0 +brownde02,2004,1,KCA,AL,59,195,19,49,7,0,4,24,2,2,11,50,0,1,1,1,1 +brownja04,2004,1,BOS,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brownke01,2004,1,NYA,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brunebr01,2004,1,ARI,NL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brunter01,2004,1,HOU,NL,45,52,14,13,2,0,4,8,4,0,7,13,0,0,0,2,0 +buchabr01,2004,1,SDN,NL,38,60,7,12,2,0,2,6,0,0,6,19,2,1,0,1,2 +buchabr01,2004,2,NYN,NL,2,3,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +buckjo01,2004,1,KCA,AL,71,238,36,56,9,0,12,30,1,1,15,79,0,0,4,1,6 +buehrma01,2004,1,CHA,AL,35,3,0,0,0,0,0,0,0,0,0,2,0,0,2,0,0 +bukviry01,2004,1,KCA,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bulliki01,2004,1,HOU,NL,27,3,0,0,0,0,0,0,0,0,1,2,0,0,0,0,0 +bumpna01,2004,1,FLO,NL,50,5,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +burbada01,2004,1,MIL,NL,45,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +burbada01,2004,2,SFN,NL,6,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +burkech01,2004,1,HOU,NL,17,17,2,1,0,0,0,0,0,0,3,3,0,0,0,0,0 +burkeja02,2004,1,CHA,AL,57,120,22,40,9,0,0,15,0,0,10,13,0,1,1,1,3 +burksel01,2004,1,BOS,AL,11,33,6,6,0,0,1,1,2,0,3,8,0,1,0,0,1 +burneaj01,2004,1,FLO,NL,20,29,4,4,0,0,0,1,0,0,0,11,0,0,8,0,1 +burnese01,2004,1,PIT,NL,13,23,0,0,0,0,0,0,0,0,2,6,0,0,2,0,0 +burnije01,2004,1,COL,NL,150,540,94,153,30,4,37,110,5,6,58,124,7,5,0,3,7 +burrepa01,2004,1,PHI,NL,127,448,66,115,17,0,24,84,2,0,78,130,7,2,0,6,10 +burrose01,2004,1,SDN,NL,130,523,76,156,23,3,2,47,5,4,31,52,4,9,1,0,6 +bushda01,2004,1,TOR,AL,16,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bushho01,2004,1,NYA,AL,9,7,2,0,0,0,0,0,1,0,0,2,0,1,0,0,1 +bynummi01,2004,1,SDN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +byrdma01,2004,1,PHI,NL,106,346,48,79,13,2,5,33,2,2,22,68,1,7,2,1,10 +byrdpa01,2004,1,ATL,NL,19,30,2,6,0,0,0,4,0,0,5,7,0,0,8,0,0 +byrneer01,2004,1,OAK,AL,143,569,91,161,39,3,20,73,17,1,46,111,0,12,0,5,11 +cabreda01,2004,1,BAL,AL,28,4,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +cabrefe01,2004,1,CLE,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cabrejo02,2004,1,SEA,AL,113,359,38,97,19,2,6,47,10,3,16,70,1,8,3,5,13 +cabremi01,2004,1,FLO,NL,160,603,101,177,31,1,33,112,5,2,68,148,5,6,0,8,20 +cabreor01,2004,1,MON,NL,103,390,41,96,19,2,4,31,12,3,28,31,0,2,2,3,12 +cabreor01,2004,2,BOS,AL,58,228,33,67,19,1,6,31,4,1,11,23,0,1,1,7,4 +cairomi01,2004,1,NYA,AL,122,360,48,105,17,5,6,42,11,3,18,49,1,14,12,4,7 +calerki01,2004,1,SLN,NL,41,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +calica01,2004,1,SLN,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +callami01,2004,1,TEX,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +calloro01,2004,1,MON,NL,46,84,4,14,2,0,1,10,2,0,5,22,0,0,1,1,3 +camermi01,2004,1,NYN,NL,140,493,76,114,30,1,30,76,22,6,57,143,2,8,1,3,5 +campsh01,2004,1,KCA,AL,42,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cantujo01,2004,1,TBA,AL,50,173,25,52,20,1,2,17,0,0,9,44,0,2,0,1,5 +capeljo01,2004,1,ATL,NL,3,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +capuach01,2004,1,MIL,NL,17,30,0,6,2,0,0,2,0,0,1,10,0,1,0,0,0 +carpech01,2004,1,SLN,NL,28,62,1,5,0,0,0,1,0,0,1,21,0,0,4,0,0 +carradj01,2004,1,KCA,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +carragi01,2004,1,LAN,NL,42,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +carroja01,2004,1,MON,NL,102,218,36,63,14,2,0,16,5,1,32,21,1,1,2,3,3 +cartela02,2004,1,TBA,AL,56,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +caseyse01,2004,1,CIN,NL,146,571,101,185,44,2,24,99,2,0,46,36,5,10,0,6,16 +cashke01,2004,1,TOR,AL,60,181,18,35,9,0,4,21,0,0,10,59,0,4,0,2,3 +castial01,2004,1,KCA,AL,29,89,12,24,6,0,1,11,0,2,14,10,0,0,1,1,1 +castifr01,2004,1,BOS,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +castijo02,2004,1,PIT,NL,129,383,44,98,15,2,8,39,3,2,23,92,5,1,5,2,12 +castilu01,2004,1,FLO,NL,150,564,91,164,12,7,2,47,21,4,75,68,2,1,5,4,15 +castivi02,2004,1,COL,NL,148,583,93,158,43,3,35,131,0,0,51,113,6,6,0,8,22 +castrju01,2004,1,CIN,NL,111,299,36,73,21,2,5,26,1,0,14,51,1,0,2,1,11 +castrra01,2004,1,FLO,NL,32,96,9,13,3,0,3,8,0,0,11,30,2,1,0,0,1 +castrra02,2004,1,OAK,AL,9,15,2,2,1,0,0,3,0,0,1,3,1,0,0,0,1 +catalfr01,2004,1,TOR,AL,75,249,27,73,19,1,1,26,1,0,17,33,1,4,1,3,7 +cedenro01,2004,1,SLN,NL,95,200,22,53,9,2,3,23,5,1,19,41,2,0,3,1,5 +cepicma01,2004,1,MON,NL,32,60,4,13,4,0,1,3,1,0,1,18,0,0,0,0,1 +cerdaja01,2004,1,KCA,AL,53,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chacigu01,2004,1,TOR,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chacosh01,2004,1,COL,NL,66,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chaveen01,2004,1,MON,NL,132,502,65,139,20,6,5,34,32,7,30,40,0,1,12,2,6 +chaveer01,2004,1,OAK,AL,125,475,87,131,20,0,29,77,6,3,95,99,10,3,0,4,21 +chavera01,2004,1,HOU,NL,64,162,9,34,8,0,0,23,0,1,10,38,3,0,4,0,9 +chenbr01,2004,1,BAL,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chench01,2004,1,LAN,NL,8,8,1,0,0,0,0,0,0,0,2,3,0,0,0,0,1 +choatra01,2004,1,ARI,NL,74,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +choihe01,2004,1,FLO,NL,95,281,48,76,16,1,15,40,1,0,52,78,4,3,2,2,4 +choihe01,2004,2,LAN,NL,31,62,5,10,5,0,0,6,0,0,11,18,2,1,0,2,2 +chrisja01,2004,1,SFN,NL,60,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chulkvi01,2004,1,TOR,AL,47,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +churcry01,2004,1,MON,NL,30,63,6,11,1,0,1,6,0,0,7,16,1,0,1,0,3 +cintral01,2004,1,ARI,NL,154,564,56,148,31,7,4,49,3,3,31,59,2,2,12,4,11 +cirilje01,2004,1,SDN,NL,33,75,12,16,3,0,1,7,0,0,5,14,0,0,0,1,0 +clarkbr02,2004,1,MIL,NL,138,353,41,99,18,1,7,46,15,8,53,48,2,9,1,3,9 +clarkho02,2004,1,TOR,AL,40,115,17,25,6,0,3,12,0,0,13,15,0,0,3,2,2 +clarkje02,2004,1,CIN,NL,14,30,4,4,1,0,0,2,1,0,1,8,0,2,1,0,0 +clarkto02,2004,1,NYA,AL,106,253,37,56,12,0,16,49,0,0,26,92,3,2,0,2,6 +clausbr01,2004,1,CIN,NL,14,19,1,2,0,0,0,0,0,0,1,6,0,0,2,0,1 +claytro01,2004,1,COL,NL,146,574,95,160,36,4,8,54,10,5,48,125,0,4,24,2,13 +clemema01,2004,1,CHN,NL,30,55,2,8,1,0,0,2,0,0,1,29,0,0,4,1,0 +clemero02,2004,1,HOU,NL,33,72,1,12,1,0,0,7,0,0,3,24,0,0,3,0,2 +clossjd01,2004,1,COL,NL,36,113,5,36,6,0,1,10,0,0,6,22,0,2,3,0,3 +colbrgr01,2004,1,ARI,NL,20,27,1,3,0,0,0,1,0,0,1,5,0,0,0,0,0 +collilo01,2004,1,PHI,NL,32,36,7,10,1,0,1,4,1,0,5,10,0,1,0,0,2 +colomje01,2004,1,TBA,AL,33,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +colonba01,2004,1,ANA,AL,34,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +colonro01,2004,1,ATL,NL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +colyest01,2004,1,DET,AL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +coninje01,2004,1,FLO,NL,140,521,55,146,35,1,14,83,5,5,48,78,3,2,2,6,15 +contija01,2004,1,TEX,AL,22,55,6,10,3,0,0,4,0,2,5,19,0,0,0,0,0 +contrjo01,2004,1,NYA,AL,18,8,0,0,0,0,0,0,0,0,0,5,0,0,0,0,0 +contrjo01,2004,2,CHA,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cookaa01,2004,1,COL,NL,16,34,1,4,0,0,0,1,0,0,1,10,0,0,2,0,1 +coopebr01,2004,1,SFN,NL,5,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +coraal01,2004,1,LAN,NL,138,405,47,107,9,4,10,47,3,4,47,41,10,18,12,2,9 +corcoro01,2004,1,MON,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cordech01,2004,1,MON,NL,69,2,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +cordefr01,2004,1,TEX,AL,67,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cordewi01,2004,1,FLO,NL,27,66,6,13,3,0,1,6,1,0,3,19,0,2,0,1,2 +coreyma02,2004,1,PIT,NL,31,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +cormila01,2004,1,ARI,NL,17,8,1,2,1,0,0,1,0,0,1,2,0,0,1,0,0 +cormirh01,2004,1,PHI,NL,84,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +cornena01,2004,1,DET,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +correke01,2004,1,SFN,NL,12,3,1,1,1,0,0,0,0,0,1,1,0,0,0,0,0 +cotahu01,2004,1,PIT,NL,36,66,10,15,1,1,5,8,0,0,3,20,1,1,0,0,1 +cottsne01,2004,1,CHA,AL,56,1,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0 +counscr01,2004,1,MIL,NL,140,473,59,114,19,5,2,23,17,4,59,88,9,5,5,3,5 +crainje01,2004,1,MIN,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +crawfca02,2004,1,TBA,AL,152,626,104,185,26,19,11,55,59,15,35,81,2,1,4,6,2 +credejo01,2004,1,CHA,AL,144,490,67,117,25,0,21,69,1,2,34,81,0,10,4,5,14 +crespce01,2004,1,BOS,AL,52,79,6,13,2,1,0,2,2,0,0,20,0,0,0,0,1 +cressja01,2004,1,CLE,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +crispco01,2004,1,CLE,AL,139,491,78,146,24,2,15,71,20,13,36,69,4,0,9,2,8 +crosbbo01,2004,1,OAK,AL,151,545,70,130,34,1,22,64,7,3,58,141,0,9,5,6,20 +crosbbu01,2004,1,NYA,AL,55,53,8,8,2,0,2,7,2,0,2,13,0,1,2,0,0 +croweji01,2004,1,PHI,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +crozier01,2004,1,TOR,AL,14,33,5,5,2,0,2,4,0,0,6,19,0,0,0,0,0 +crucefr01,2004,1,CLE,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cruzde01,2004,1,SFN,NL,127,397,46,116,30,2,7,55,1,3,17,32,6,3,8,6,11 +cruzja01,2004,1,CIN,NL,96,147,22,33,8,0,3,28,0,0,16,43,2,4,0,0,5 +cruzjo02,2004,1,TBA,AL,153,545,76,132,25,8,21,78,11,6,76,117,8,2,5,8,6 +cruzju02,2004,1,ATL,NL,50,5,1,1,1,0,0,0,0,0,1,3,0,0,0,0,0 +cubilda01,2004,1,BAL,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cuddymi01,2004,1,MIN,AL,115,339,49,89,22,1,12,45,5,5,37,74,2,3,2,1,8 +cummimi01,2004,1,TBA,AL,22,54,10,15,4,0,2,7,1,0,5,12,0,2,0,0,0 +cunnawi01,2004,1,ATL,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +custja01,2004,1,BAL,AL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +daiglca01,2004,1,ARI,NL,11,17,2,2,2,0,0,0,0,0,0,7,0,0,1,0,1 +dallibr01,2004,1,SFN,NL,20,43,8,12,2,0,1,7,0,1,4,7,0,1,0,1,0 +damicje01,2004,1,CLE,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +damonjo01,2004,1,BOS,AL,150,621,123,189,35,6,20,94,19,8,76,71,1,2,0,3,8 +darenvi01,2004,1,CHA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +darenvi01,2004,2,NYN,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +daubabr01,2004,1,BOS,AL,30,75,9,17,8,0,2,8,0,0,10,21,0,1,0,0,1 +davanje02,2004,1,ANA,AL,108,285,41,79,11,4,7,34,18,3,46,54,2,0,1,5,2 +davisbe01,2004,1,SEA,AL,14,33,1,3,0,0,0,2,0,0,3,9,0,0,0,1,3 +davisbe01,2004,2,CHA,AL,54,160,21,37,9,0,6,16,1,1,9,40,0,1,1,0,2 +davisdo02,2004,1,MIL,NL,34,64,0,1,0,0,0,0,0,0,1,43,0,0,6,0,1 +davisja02,2004,1,CLE,AL,26,5,1,1,0,0,1,1,0,0,0,2,0,0,0,0,0 +davisjj01,2004,1,PIT,NL,25,35,4,5,1,0,0,3,2,0,4,10,0,0,0,1,0 +dawlejo01,2004,1,CLE,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dayza01,2004,1,MON,NL,19,29,1,1,0,0,1,1,0,0,0,17,0,0,3,0,0 +dejeami01,2004,1,BAL,AL,37,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +dejeami01,2004,2,NYN,NL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dejesda01,2004,1,KCA,AL,96,363,58,104,15,3,7,39,8,11,33,53,0,9,8,0,6 +delarjo01,2004,1,MIL,NL,5,6,0,0,0,0,0,0,0,0,0,6,0,0,1,0,0 +delgaca01,2004,1,TOR,AL,128,458,74,123,26,0,32,99,0,1,69,115,12,13,0,11,11 +delgawi01,2004,1,NYN,NL,42,130,11,38,4,1,2,13,1,0,15,29,3,0,2,0,1 +delluda01,2004,1,TEX,AL,107,331,59,80,13,1,17,61,9,4,47,88,3,5,1,3,4 +delosva01,2004,1,TOR,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dempsry01,2004,1,CHN,NL,23,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +denneky01,2004,1,CLE,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +depaujo01,2004,1,NYA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +derosma01,2004,1,ATL,NL,118,309,33,74,16,0,3,31,1,3,23,53,3,3,4,6,6 +desseel01,2004,1,ARI,NL,38,18,0,3,2,0,0,0,0,0,3,3,0,0,4,0,1 +desseel01,2004,2,LAN,NL,12,4,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +devordo01,2004,1,ARI,NL,50,107,5,24,3,2,3,13,1,1,7,31,0,0,0,0,1 +diazei01,2004,1,MON,NL,55,139,9,31,6,1,1,11,2,0,11,10,3,4,2,3,6 +diazfe01,2004,1,CHA,AL,18,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +diazma02,2004,1,TBA,AL,10,21,3,4,1,1,1,3,0,0,1,6,0,2,0,0,0 +diazvi01,2004,1,NYN,NL,15,51,8,15,3,0,3,8,0,0,1,15,0,1,0,0,3 +dickera01,2004,1,TEX,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +difelmi01,2004,1,DET,AL,13,22,3,3,0,1,0,2,0,0,3,3,0,0,0,0,3 +difelmi01,2004,2,CHN,NL,4,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +dinarle01,2004,1,BOS,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dingmcr01,2004,1,DET,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dobbsgr01,2004,1,SEA,AL,18,53,4,12,1,0,1,9,0,0,1,14,0,1,0,1,0 +dohmasc01,2004,1,COL,NL,41,1,0,0,0,0,0,0,0,0,0,1,0,1,1,0,0 +dominan01,2004,1,BOS,AL,7,11,0,2,0,0,0,1,0,0,0,3,0,0,0,0,0 +dominju01,2004,1,TEX,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +donnebr01,2004,1,ANA,AL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +doteloc01,2004,1,HOU,NL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +doteloc01,2004,2,OAK,AL,45,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +douglse01,2004,1,TOR,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +downssc01,2004,1,MON,NL,12,15,1,1,0,0,0,0,0,0,1,7,0,0,6,0,0 +dranske01,2004,1,CHA,AL,15,30,5,10,0,0,0,4,0,0,0,6,0,0,0,0,0 +dreifda01,2004,1,LAN,NL,60,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +dresery01,2004,1,TEX,AL,34,4,1,2,1,0,0,0,0,0,0,2,0,0,0,0,0 +drewjd01,2004,1,ATL,NL,145,518,118,158,28,8,31,93,12,3,118,116,2,5,1,3,7 +drewti01,2004,1,ATL,NL,12,2,1,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +drisktr01,2004,1,COL,NL,5,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +duboija01,2004,1,CHN,NL,20,23,2,5,0,1,1,5,0,0,1,7,0,0,0,1,0 +duboser01,2004,1,BAL,AL,14,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +duchsju01,2004,1,OAK,AL,53,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +duckwbr01,2004,1,HOU,NL,19,9,1,2,0,0,0,1,0,0,1,2,0,0,0,0,0 +duncaje01,2004,1,NYN,NL,13,15,2,1,0,0,0,1,3,0,1,5,0,0,1,0,0 +dunnad01,2004,1,CIN,NL,161,568,105,151,34,0,46,102,6,1,108,195,11,5,0,0,8 +dunnsc01,2004,1,ANA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +durazer01,2004,1,OAK,AL,142,511,80,164,35,1,22,88,3,2,56,104,9,9,0,2,7 +durbich01,2004,1,CLE,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +durbich01,2004,2,ARI,NL,7,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +durbijd01,2004,1,MIN,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +durhara01,2004,1,SFN,NL,120,471,95,133,28,8,17,65,10,4,57,60,3,6,4,4,6 +durritr01,2004,1,MIL,NL,53,82,13,19,2,3,2,4,4,0,4,23,0,0,1,0,1 +dyeje01,2004,1,OAK,AL,137,532,87,141,29,4,23,80,4,2,49,128,4,4,0,5,16 +easleda01,2004,1,FLO,NL,98,223,26,53,20,1,9,43,4,1,24,36,1,8,0,2,6 +eatonad01,2004,1,SDN,NL,38,64,9,13,7,0,0,8,2,0,6,16,0,1,5,0,1 +eckstda01,2004,1,ANA,AL,142,566,92,156,24,1,2,35,16,5,42,49,1,13,14,2,11 +edmonji01,2004,1,SLN,NL,153,498,102,150,38,3,42,111,8,3,101,150,12,5,0,8,4 +eischjo01,2004,1,MON,NL,22,3,2,2,0,0,0,0,0,0,0,0,0,0,1,0,0 +elartsc01,2004,1,COL,NL,8,9,1,2,0,0,0,0,0,0,1,2,0,0,4,0,0 +elartsc01,2004,2,CLE,AL,21,3,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +eldreca01,2004,1,SLN,NL,52,5,0,0,0,0,0,0,0,0,0,3,0,0,1,0,1 +ellisja01,2004,1,SFN,NL,13,4,4,2,0,0,1,3,2,0,0,1,0,0,0,0,0 +embreal01,2004,1,BOS,AL,71,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +encarju01,2004,1,LAN,NL,86,324,42,76,18,1,13,43,3,3,21,53,0,4,0,1,9 +encarju01,2004,2,FLO,NL,49,160,21,38,12,1,3,19,2,1,17,33,2,3,1,1,2 +ennisjo01,2004,1,DET,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ensbemo01,2004,1,HOU,NL,131,411,51,113,20,3,10,66,6,4,36,46,1,0,5,4,17 +erickma01,2004,1,MIL,NL,4,6,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +ericksc01,2004,1,NYN,NL,2,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +ericksc01,2004,2,TEX,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +erstada01,2004,1,ANA,AL,125,495,79,146,29,1,7,69,16,1,37,74,1,4,3,4,9 +escalfe01,2004,1,NYA,AL,5,8,1,0,0,0,0,0,0,0,0,2,0,1,0,0,0 +escobal01,2004,1,CLE,AL,46,152,20,32,8,2,1,12,1,1,23,42,0,1,3,0,1 +escobke01,2004,1,ANA,AL,33,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +estalbo02,2004,1,ARI,NL,7,14,2,2,0,0,2,4,0,0,0,6,0,0,0,0,0 +estalbo02,2004,2,TOR,AL,5,13,1,3,0,0,0,0,0,0,3,5,0,1,0,0,1 +estessh01,2004,1,COL,NL,36,72,13,17,3,1,0,2,0,0,1,11,0,0,7,0,0 +estrajo01,2004,1,ATL,NL,134,462,56,145,36,0,9,76,0,0,39,66,7,11,1,4,18 +estrele01,2004,1,SFN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +everead01,2004,1,HOU,NL,104,384,66,105,15,2,8,31,13,2,17,56,0,9,22,3,4 +evereca01,2004,1,MON,NL,39,127,8,32,10,0,2,14,0,0,8,19,2,5,0,1,8 +evereca01,2004,2,CHA,AL,43,154,21,41,7,1,5,21,1,0,8,26,1,5,0,2,3 +eyresc01,2004,1,SFN,NL,83,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +falkebr01,2004,1,LAN,NL,6,2,1,0,0,0,0,0,0,0,1,2,0,0,0,0,0 +farnsky01,2004,1,CHN,NL,72,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fasseje01,2004,1,COL,NL,40,21,3,4,0,0,0,1,0,0,1,9,0,0,2,0,0 +fasseje01,2004,2,ARI,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +felicpe01,2004,1,NYN,NL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +felizpe01,2004,1,SFN,NL,144,503,72,139,33,3,22,84,5,2,23,85,1,0,0,5,18 +fernaja01,2004,1,HOU,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fettemi01,2004,1,ARI,NL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fickro01,2004,1,TBA,AL,76,214,12,43,5,2,6,26,0,0,20,32,2,2,0,2,2 +fickro01,2004,2,SDN,NL,13,12,2,2,0,0,0,0,0,0,2,4,0,1,0,0,0 +fieldna01,2004,1,KCA,AL,43,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +figgich01,2004,1,ANA,AL,148,577,83,171,22,17,5,60,34,13,49,94,0,0,10,2,6 +figuene01,2004,1,PIT,NL,10,7,0,1,0,0,0,1,0,0,0,2,0,0,0,0,0 +fikacje01,2004,1,MON,NL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +filebo01,2004,1,TOR,AL,24,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +finlest01,2004,1,ARI,NL,104,404,61,111,16,1,23,48,8,4,40,52,1,1,6,5,9 +finlest01,2004,2,LAN,NL,58,224,31,59,12,0,13,46,1,3,21,30,0,0,3,2,5 +flahejo01,2004,1,NYA,AL,47,127,11,32,9,0,6,16,0,2,5,25,2,1,2,0,5 +florejo01,2004,1,LAN,NL,9,4,0,1,0,0,0,0,0,0,1,2,0,0,0,0,0 +florera01,2004,1,SLN,NL,9,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +floydcl01,2004,1,NYN,NL,113,396,55,103,26,0,18,63,11,4,47,103,6,11,0,3,8 +floydga01,2004,1,PHI,NL,6,10,0,0,0,0,0,0,0,0,0,5,0,0,0,0,0 +foggjo01,2004,1,PIT,NL,32,53,1,4,1,0,0,3,0,0,0,13,0,0,11,0,0 +foppeje01,2004,1,SFN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fordbe01,2004,1,MIL,NL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fordle01,2004,1,MIN,AL,154,569,89,170,31,4,15,72,20,2,67,75,3,13,2,7,15 +fordybr01,2004,1,TBA,AL,54,151,14,31,6,0,2,9,0,0,9,34,0,2,1,0,3 +fortuba01,2004,1,TBA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fortuba01,2004,2,NYN,NL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fossuca01,2004,1,ARI,NL,29,42,3,4,0,0,0,0,0,0,1,16,0,0,3,0,1 +foulkke01,2004,1,BOS,AL,72,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +foxan01,2004,1,MON,NL,34,43,2,4,0,0,1,1,0,0,0,16,0,0,0,0,1 +foxan01,2004,2,TEX,AL,12,12,2,1,0,0,0,0,0,0,1,3,0,0,0,0,0 +foxch02,2004,1,FLO,NL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +francfr01,2004,1,TEX,AL,45,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +francje01,2004,1,COL,NL,7,10,1,0,0,0,0,0,0,0,0,4,0,0,4,0,0 +francjo01,2004,1,NYN,NL,52,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +francju01,2004,1,ATL,NL,125,320,37,99,18,3,6,57,4,2,36,68,4,1,1,3,10 +frankry01,2004,1,SEA,AL,32,3,0,0,0,0,0,0,0,0,1,2,0,0,1,0,0 +frankwa01,2004,1,SFN,NL,43,3,2,1,0,0,0,2,0,0,1,0,0,0,0,1,0 +frasoja01,2004,1,TOR,AL,63,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fredeke01,2004,1,TOR,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +freelry01,2004,1,CIN,NL,143,505,74,140,21,8,3,28,37,10,67,88,0,12,8,0,7 +freemch01,2004,1,COL,NL,45,90,15,17,3,2,1,11,1,1,14,21,1,0,1,0,5 +fuentbr01,2004,1,COL,NL,47,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fullmbr01,2004,1,TEX,AL,76,258,41,60,19,1,11,33,1,2,27,30,1,3,0,2,7 +fultzaa01,2004,1,MIN,AL,55,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +furcara01,2004,1,ATL,NL,143,563,103,157,24,5,14,59,29,6,58,71,4,1,5,5,9 +gagneer01,2004,1,LAN,NL,70,3,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +galaran01,2004,1,ANA,AL,7,10,1,3,0,0,1,2,0,0,0,3,0,1,0,0,1 +gallomi01,2004,1,HOU,NL,69,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +garcida03,2004,1,NYN,NL,58,138,23,32,7,1,3,17,3,0,22,34,2,9,4,1,1 +garcifr02,2004,1,SEA,AL,15,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +garcifr02,2004,2,CHA,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +garcija01,2004,1,OAK,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +garcije01,2004,1,ATL,NL,50,115,14,29,4,1,1,10,1,2,1,16,0,1,1,0,2 +garcika01,2004,1,NYN,NL,62,192,24,45,7,2,7,22,3,0,10,35,0,0,0,0,6 +garcika01,2004,2,BAL,AL,23,66,9,14,0,0,3,11,0,0,4,15,1,0,0,3,1 +garcino01,2004,1,BOS,AL,38,156,24,50,7,3,5,21,2,0,8,16,2,4,0,1,4 +garcino01,2004,2,CHN,NL,43,165,28,49,14,0,4,20,2,1,16,14,0,2,1,1,6 +garciro01,2004,1,TEX,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +garlajo01,2004,1,CHA,AL,34,4,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0 +gathrjo01,2004,1,TBA,AL,19,52,11,13,0,0,0,1,6,1,2,14,0,3,0,0,2 +gaudich01,2004,1,TBA,AL,28,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +gearyge01,2004,1,PHI,NL,33,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +georgch02,2004,1,KCA,AL,10,2,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +germaes01,2004,1,OAK,AL,31,60,9,15,1,1,0,7,0,1,4,13,0,0,1,0,1 +germafr01,2004,1,DET,AL,16,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +germaju01,2004,1,SDN,NL,7,7,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +gerutjo01,2004,1,CLE,AL,134,481,72,121,31,5,11,51,13,6,54,59,4,7,3,3,9 +gettiby01,2004,1,KCA,AL,21,39,7,7,1,1,0,1,0,1,8,14,1,1,0,1,0 +giambja01,2004,1,NYA,AL,80,264,33,55,9,0,12,40,0,1,47,62,1,8,0,3,5 +gibboja01,2004,1,BAL,AL,97,346,36,85,14,1,10,47,1,1,29,64,0,1,1,3,11 +gilesbr02,2004,1,SDN,NL,159,609,97,173,33,7,23,94,10,3,89,80,6,4,0,9,12 +gilesma01,2004,1,ATL,NL,102,379,61,118,22,2,8,48,17,4,36,70,0,9,3,7,6 +gilge01,2004,1,BAL,AL,12,32,1,9,2,0,0,4,0,0,3,5,1,0,0,0,0 +gilje01,2004,1,ARI,NL,29,86,3,15,2,1,0,8,2,0,0,33,0,1,0,1,2 +ginteke01,2004,1,MIL,NL,113,386,47,101,23,2,19,60,8,1,37,100,2,6,4,4,9 +gintema01,2004,1,NYN,NL,15,14,1,3,1,0,0,1,0,0,2,5,0,0,3,0,0 +gipsoch01,2004,1,TBA,AL,5,4,1,2,0,0,0,0,1,0,0,1,0,0,1,0,0 +gissech01,2004,1,COL,NL,5,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +glanvdo01,2004,1,PHI,NL,87,162,21,34,1,1,2,14,8,0,8,21,1,0,3,2,5 +glaustr01,2004,1,ANA,AL,58,207,47,52,11,1,18,42,2,3,31,52,3,3,0,1,6 +glavito02,2004,1,NYN,NL,35,54,5,11,2,0,0,8,0,0,10,10,0,0,8,0,2 +gloadro01,2004,1,CHA,AL,110,234,28,75,16,0,7,44,0,3,20,37,1,2,1,3,11 +glovega01,2004,1,MIL,NL,4,7,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +glynnry01,2004,1,TOR,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gobblji01,2004,1,KCA,AL,25,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +gomesjo01,2004,1,TBA,AL,5,14,0,1,0,0,0,1,0,0,1,6,0,0,0,0,0 +gomezal01,2004,1,KCA,AL,13,29,1,8,1,0,0,4,0,0,2,8,0,0,0,0,1 +gomezch02,2004,1,TOR,AL,109,341,41,96,11,1,3,37,3,2,28,41,0,2,3,3,4 +gonzaad01,2004,1,TEX,AL,16,42,7,10,3,0,1,7,0,0,2,6,0,0,0,0,0 +gonzaal01,2004,1,CHN,NL,37,129,15,28,10,0,3,8,1,1,4,26,0,0,2,0,6 +gonzaal01,2004,2,MON,NL,35,133,19,32,7,0,4,16,1,1,8,32,0,1,2,0,1 +gonzaal01,2004,3,SDN,NL,11,23,2,4,1,1,0,3,0,0,2,6,0,0,0,0,0 +gonzaal02,2004,1,FLO,NL,159,561,67,130,30,3,23,79,3,1,27,126,9,4,3,4,17 +gonzadi01,2004,1,TBA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gonzaed01,2004,1,ARI,NL,10,13,0,2,0,0,0,0,0,0,0,2,0,1,1,0,0 +gonzaje01,2004,1,TBA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gonzaju03,2004,1,KCA,AL,33,127,17,35,4,1,5,17,0,1,9,19,1,1,0,1,3 +gonzalu01,2004,1,ARI,NL,105,379,69,98,28,5,17,48,2,2,68,58,11,2,0,2,9 +gonzalu02,2004,1,COL,NL,102,322,42,94,17,2,12,40,1,5,15,67,1,4,9,1,5 +gonzami02,2004,1,PIT,NL,47,1,0,1,1,0,0,2,0,0,0,0,0,0,0,0,0 +gonzara01,2004,1,CLE,AL,7,11,0,1,0,0,0,0,0,0,0,4,0,0,0,0,0 +goodan01,2004,1,ARI,NL,17,5,0,0,0,0,0,1,0,0,0,2,0,0,0,1,0 +goodwto01,2004,1,CHN,NL,77,105,11,21,8,0,0,3,5,0,8,22,0,0,0,1,1 +gordoto01,2004,1,NYA,AL,80,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +goslimi01,2004,1,ARI,NL,6,6,0,0,0,0,0,0,0,0,1,4,0,0,1,0,0 +gotayru01,2004,1,KCA,AL,44,152,17,41,7,3,1,16,0,1,9,36,0,2,1,2,4 +graboja01,2004,1,LAN,NL,113,173,18,38,7,0,7,20,0,0,19,50,0,0,0,0,4 +grabojo02,2004,1,PIT,NL,68,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gracefr01,2004,1,FLO,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +graffto01,2004,1,KCA,AL,75,278,37,73,11,0,3,26,10,2,27,38,0,3,4,2,5 +gramaal01,2004,1,NYA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grandcu01,2004,1,DET,AL,9,25,2,6,1,1,0,0,0,0,3,8,0,0,0,0,1 +graveda01,2004,1,CIN,NL,68,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +greenan01,2004,1,ARI,NL,46,109,13,22,2,1,1,4,1,1,5,17,0,1,3,1,2 +greenkh01,2004,1,SDN,NL,139,484,67,132,31,4,15,65,4,2,53,94,10,8,1,8,9 +greenni01,2004,1,ATL,NL,95,264,40,72,15,3,3,26,1,2,12,63,1,4,8,2,0 +greensh01,2004,1,LAN,NL,157,590,92,157,28,1,28,86,5,2,71,114,6,8,0,2,17 +greento02,2004,1,COL,NL,75,195,23,55,14,0,10,35,0,0,13,38,4,0,0,1,9 +greggke01,2004,1,ANA,AL,55,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +greinza01,2004,1,KCA,AL,24,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +greisse01,2004,1,MIN,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grievbe01,2004,1,MIL,NL,108,234,28,61,15,0,7,29,0,0,39,65,5,0,0,2,4 +grievbe01,2004,2,CHN,NL,15,16,2,4,2,0,1,6,0,0,0,5,0,2,0,1,0 +griffje01,2004,1,HOU,NL,1,1,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +griffke02,2004,1,CIN,NL,83,300,49,76,18,0,20,60,1,0,44,67,3,2,0,2,8 +grillja01,2004,1,CHA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grimsja01,2004,1,KCA,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grimsja01,2004,2,BAL,AL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grissma02,2004,1,SFN,NL,145,562,78,157,26,2,22,90,3,1,37,83,5,1,2,4,22 +groombu01,2004,1,BAL,AL,60,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grossga01,2004,1,TOR,AL,44,129,18,27,4,0,3,16,2,2,19,31,0,0,0,0,1 +grudzma01,2004,1,CHN,NL,81,257,32,79,12,1,6,23,1,1,15,32,0,1,4,1,7 +gryboke01,2004,1,ATL,NL,69,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guarded01,2004,1,SEA,AL,41,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1 +guerrma02,2004,1,MIN,AL,9,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +guerrvl01,2004,1,ANA,AL,156,612,124,206,39,2,39,126,15,3,52,74,14,8,0,8,19 +guerrwi01,2004,1,KCA,AL,24,32,7,7,0,1,0,1,1,0,0,4,0,0,0,0,1 +guielaa01,2004,1,KCA,AL,42,135,15,21,4,0,5,13,1,1,17,42,0,3,1,1,3 +guillca01,2004,1,DET,AL,136,522,97,166,37,10,20,97,12,5,52,87,3,2,3,4,12 +guilljo01,2004,1,ANA,AL,148,565,88,166,28,3,27,104,5,4,37,92,5,15,0,3,14 +guthrje01,2004,1,CLE,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gutieri01,2004,1,NYN,NL,24,63,2,11,2,0,0,5,0,0,6,8,0,1,0,0,3 +gutieri01,2004,2,BOS,AL,21,40,6,11,1,0,0,3,1,0,2,6,0,0,0,0,2 +guzmacr01,2004,1,MIN,AL,145,576,84,158,31,4,8,46,10,5,30,64,4,1,13,4,15 +guzmafr01,2004,1,SDN,NL,20,76,8,16,3,0,0,5,5,2,3,13,0,1,0,0,0 +hafnetr01,2004,1,CLE,AL,140,482,96,150,41,3,28,109,3,2,68,111,7,17,0,6,11 +hairsje02,2004,1,BAL,AL,86,287,43,87,19,1,2,24,13,8,29,29,1,8,6,4,3 +hairssc01,2004,1,ARI,NL,101,339,39,84,15,6,13,29,3,3,21,88,0,1,2,1,4 +halamjo01,2004,1,TBA,AL,34,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1 +hallaro01,2004,1,TOR,AL,21,6,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +hallbi03,2004,1,MIL,NL,126,390,43,93,20,3,9,53,12,6,20,119,1,1,2,2,4 +hallto02,2004,1,TBA,AL,119,404,35,103,21,0,8,60,0,2,24,41,1,5,1,7,20 +halsebr01,2004,1,NYA,AL,8,2,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +haltesh01,2004,1,ANA,AL,46,114,10,23,5,0,4,13,1,1,7,30,0,0,0,0,3 +hammoch01,2004,1,OAK,AL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hammoje01,2004,1,SFN,NL,40,95,14,20,5,0,3,6,1,0,15,22,0,3,0,0,2 +hammoro01,2004,1,ARI,NL,62,195,22,47,16,2,4,18,3,3,13,39,6,0,1,1,9 +hamptmi01,2004,1,ATL,NL,36,64,7,11,3,0,2,7,0,0,3,23,0,0,4,0,1 +hancojo01,2004,1,PHI,NL,4,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +hancojo01,2004,2,CIN,NL,12,15,1,2,0,0,0,1,0,0,3,11,0,0,1,0,0 +hanseda01,2004,1,SEA,AL,57,78,14,22,5,0,2,12,0,0,18,16,3,0,0,1,3 +hanseda01,2004,2,SDN,NL,29,28,1,4,0,0,0,0,0,0,3,5,0,0,0,0,3 +haranaa01,2004,1,CIN,NL,28,57,1,4,1,0,0,0,0,0,0,33,0,0,4,0,1 +harderi01,2004,1,OAK,AL,31,5,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +harenda01,2004,1,SLN,NL,14,12,1,0,0,0,0,0,0,0,0,6,0,0,2,0,1 +harikti01,2004,1,COL,NL,55,3,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +harpetr01,2004,1,TBA,AL,52,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +harribr01,2004,1,CHN,NL,3,9,0,2,1,0,0,1,0,0,1,1,0,0,0,0,0 +harribr01,2004,2,MON,NL,20,50,4,8,2,0,1,2,0,0,2,11,0,1,0,0,0 +harrile01,2004,1,FLO,NL,79,95,7,20,5,0,1,17,0,0,3,8,0,0,0,1,2 +harriwi01,2004,1,CHA,AL,129,409,68,107,15,2,2,27,19,7,51,79,0,1,7,3,4 +hartbo01,2004,1,SLN,NL,11,13,0,2,0,0,0,2,0,0,1,3,0,0,0,0,0 +hartco01,2004,1,MIL,NL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +harveke01,2004,1,KCA,AL,120,456,47,131,20,1,13,55,1,1,28,89,2,8,0,2,14 +harvich01,2004,1,OAK,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +harvich01,2004,2,HOU,NL,56,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +hasegsh01,2004,1,SEA,AL,68,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hattesc01,2004,1,OAK,AL,152,550,87,156,30,0,15,82,0,0,72,48,5,5,3,8,10 +hawkila01,2004,1,CHN,NL,77,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hawpebr01,2004,1,COL,NL,42,105,12,26,3,2,3,9,1,1,11,34,3,1,0,1,4 +hayneji01,2004,1,CIN,NL,5,4,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +heilmaa01,2004,1,NYN,NL,5,7,0,0,0,0,0,0,0,0,0,3,0,0,3,0,0 +helmswe01,2004,1,MIL,NL,92,274,24,72,13,1,4,28,0,1,24,60,1,5,1,2,10 +heltoto01,2004,1,COL,NL,154,547,115,190,49,2,32,96,3,0,127,72,19,3,0,6,12 +hendrbe01,2004,1,MIL,NL,10,16,0,2,0,0,0,0,0,0,0,9,0,0,1,0,0 +hendrma01,2004,1,TBA,AL,32,5,0,1,0,0,0,0,0,0,1,4,0,0,0,0,0 +hennebr01,2004,1,SFN,NL,7,13,1,3,0,0,0,2,0,0,1,4,0,0,0,1,0 +henslma01,2004,1,ANA,AL,16,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +hentgpa01,2004,1,TOR,AL,18,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1 +heredfe01,2004,1,NYA,AL,47,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hergema01,2004,1,SFN,NL,70,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hermach01,2004,1,TOR,AL,4,7,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +hermadu01,2004,1,SFN,NL,47,30,2,3,0,0,0,1,0,0,0,12,0,1,6,0,0 +hernaad01,2004,1,MIL,NL,6,4,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +hernaca03,2004,1,HOU,NL,9,12,0,1,0,0,0,1,0,0,0,4,0,0,4,0,0 +hernajo01,2004,1,LAN,NL,95,211,32,61,12,1,13,29,3,1,26,61,6,1,0,0,3 +hernali01,2004,1,MON,NL,36,81,2,20,7,0,1,10,0,0,1,8,0,0,15,0,1 +hernaor01,2004,1,NYA,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hernara02,2004,1,SDN,NL,111,384,45,106,23,0,18,63,1,0,35,45,0,5,4,4,16 +hernaro01,2004,1,PHI,NL,63,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hessmmi01,2004,1,ATL,NL,29,69,8,9,3,0,2,5,0,0,1,24,0,1,0,0,0 +hidalri01,2004,1,HOU,NL,58,199,21,51,15,2,4,30,1,2,17,53,4,0,0,4,7 +hidalri01,2004,2,NYN,NL,86,324,46,74,11,1,21,52,3,2,27,76,3,5,0,2,12 +hietpjo01,2004,1,NYN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +higgibo02,2004,1,DET,AL,131,448,63,110,24,2,12,64,5,2,70,84,5,7,2,4,10 +hillbo01,2004,1,PIT,NL,126,233,28,62,7,2,2,27,0,3,20,39,2,12,1,1,12 +hillesh02,2004,1,ARI,NL,148,562,68,174,36,3,15,80,2,0,24,49,2,12,0,6,18 +hillko01,2004,1,ARI,NL,13,36,3,9,1,0,1,6,1,0,2,6,1,0,0,0,1 +hillsh01,2004,1,MON,NL,3,2,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +hinchaj01,2004,1,PHI,NL,4,11,1,2,1,0,0,0,0,0,0,4,0,0,0,0,0 +hinsker01,2004,1,TOR,AL,155,570,66,140,23,3,15,69,12,8,54,109,2,4,0,6,14 +hitchst01,2004,1,SDN,NL,4,7,0,0,0,0,0,0,0,0,0,4,0,0,0,0,1 +hockide01,2004,1,COL,NL,55,94,7,19,2,0,0,4,0,1,7,20,0,0,5,0,3 +hoffmtr01,2004,1,SDN,NL,55,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hollato01,2004,1,CHN,NL,57,148,28,47,6,2,8,22,1,1,17,26,3,1,1,0,2 +hollida02,2004,1,ATL,NL,7,22,3,8,2,0,0,5,0,0,0,4,0,0,1,0,0 +hollima01,2004,1,COL,NL,121,400,65,116,31,3,14,57,3,3,31,86,0,6,1,1,9 +horgajo01,2004,1,MON,NL,47,4,0,1,0,0,0,1,0,0,0,1,0,0,0,0,0 +housejr01,2004,1,PIT,NL,5,9,1,1,1,0,0,0,0,0,0,2,0,0,0,0,1 +howarbe01,2004,1,FLO,NL,31,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +howarry01,2004,1,PHI,NL,19,39,5,11,5,0,2,5,0,0,2,13,0,1,0,0,2 +howrybo01,2004,1,CLE,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +huckake01,2004,1,TEX,AL,8,25,2,4,1,0,0,0,0,0,3,10,0,0,0,0,0 +huckake01,2004,2,BAL,AL,8,12,1,2,1,0,0,0,0,0,0,0,0,0,0,0,0 +huckake01,2004,3,TEX,AL,8,13,1,1,1,0,0,0,0,0,2,2,0,0,0,0,1 +hudsolu01,2004,1,CIN,NL,9,16,1,2,0,0,0,2,0,0,1,3,0,0,0,1,0 +hudsoor01,2004,1,TOR,AL,135,489,73,132,32,7,12,58,7,3,51,98,0,4,3,4,12 +hudsoti01,2004,1,OAK,AL,27,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +huffau01,2004,1,TBA,AL,157,600,92,178,27,2,29,104,5,1,56,74,6,6,0,5,9 +hughetr01,2004,1,TEX,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +huismju01,2004,1,KCA,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hummeti01,2004,1,CIN,NL,56,110,10,24,4,0,1,7,1,0,8,17,2,2,4,1,2 +hunteto01,2004,1,MIN,AL,138,520,79,141,37,0,23,81,21,7,40,101,4,7,0,2,23 +hyzduad01,2004,1,BOS,AL,17,10,3,3,2,0,1,2,0,0,1,2,0,0,0,0,0 +ibanera01,2004,1,SEA,AL,123,481,67,146,31,1,16,62,1,2,36,72,5,3,0,4,10 +infanom01,2004,1,DET,AL,142,503,69,133,27,9,16,55,13,7,40,112,3,1,7,5,4 +ingebr01,2004,1,DET,AL,131,408,43,117,15,7,13,64,5,4,32,72,0,4,8,6,4 +ishiika01,2004,1,LAN,NL,31,55,7,7,0,0,1,6,0,0,1,24,0,0,6,0,1 +isrinja01,2004,1,SLN,NL,74,3,1,1,0,0,0,2,0,0,0,2,0,0,0,0,0 +izturce01,2004,1,LAN,NL,159,670,90,193,32,9,4,62,25,9,43,70,2,0,12,3,6 +izturma01,2004,1,MON,NL,32,107,10,22,5,2,1,4,4,0,10,20,1,2,2,0,1 +jacksda04,2004,1,CHN,NL,7,15,1,1,0,0,1,1,0,0,3,6,2,0,0,0,0 +jacksda04,2004,2,KCA,AL,14,15,1,2,2,0,0,2,0,0,1,6,0,0,0,0,0 +jacksed01,2004,1,LAN,NL,8,4,0,1,0,0,0,1,0,0,0,1,0,0,2,0,0 +jacksmi02,2004,1,CHA,AL,45,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jacobbu02,2004,1,SEA,AL,42,160,17,44,9,0,9,28,0,0,14,47,0,1,0,1,3 +jarvike01,2004,1,SEA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jarvike01,2004,2,COL,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jenkige01,2004,1,MIL,NL,157,617,88,163,36,6,27,93,3,1,46,152,10,12,0,6,19 +jennija01,2004,1,COL,NL,37,71,3,17,4,0,1,6,0,0,2,16,0,0,5,0,1 +jeterde01,2004,1,NYA,AL,154,643,111,188,44,1,23,78,23,4,46,99,1,14,16,2,19 +jimenda01,2004,1,CIN,NL,152,563,76,152,28,3,12,67,13,7,82,99,1,2,3,2,15 +jimenjo01,2004,1,CLE,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnsch04,2004,1,COL,NL,109,305,42,72,20,0,13,47,2,1,49,91,1,5,2,1,6 +johnsja02,2004,1,DET,AL,33,3,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +johnsma02,2004,1,MIL,NL,7,11,1,1,0,0,0,2,0,0,3,2,1,0,0,1,0 +johnsmi03,2004,1,PIT,NL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnsni01,2004,1,MON,NL,73,251,35,63,16,0,7,33,6,3,40,58,2,3,0,1,5 +johnsra05,2004,1,ARI,NL,35,80,1,10,3,0,0,6,0,0,4,37,0,0,3,0,1 +johnsre02,2004,1,TOR,AL,141,537,68,145,25,2,10,61,6,3,28,98,2,12,3,2,17 +jonesan01,2004,1,ATL,NL,154,570,85,149,34,4,29,91,6,6,71,147,9,3,0,2,24 +jonesbo04,2004,1,BOS,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jonesch06,2004,1,ATL,NL,137,472,69,117,20,1,30,96,2,0,84,96,8,4,0,7,14 +jonesja04,2004,1,MIN,AL,151,555,69,141,22,1,24,80,13,10,40,117,2,10,2,1,12 +jonesto02,2004,1,CIN,NL,51,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jonesto02,2004,2,PHI,NL,27,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +jordabr01,2004,1,TEX,AL,61,212,27,47,13,1,5,23,2,2,16,35,2,1,0,4,7 +juliojo01,2004,1,BAL,AL,65,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kaplega01,2004,1,BOS,AL,136,290,51,79,14,1,6,33,5,4,15,49,0,2,1,2,5 +karroer01,2004,1,OAK,AL,40,103,8,20,6,0,2,11,1,0,7,16,1,0,0,1,2 +karsast01,2004,1,NYA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +katama01,2004,1,ARI,NL,42,162,17,40,9,2,2,13,4,1,13,29,2,0,1,1,1 +kazmisc01,2004,1,TBA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kearnau01,2004,1,CIN,NL,64,217,28,50,10,2,9,32,2,1,28,71,0,1,0,0,8 +keltoda01,2004,1,CHN,NL,8,10,1,1,1,0,0,0,0,0,0,3,0,0,0,0,0 +kendaja01,2004,1,PIT,NL,147,574,86,183,32,0,3,51,11,8,60,41,2,19,1,4,12 +kennead01,2004,1,ANA,AL,144,468,70,130,20,5,10,48,15,5,41,92,7,13,9,2,10 +kennejo04,2004,1,COL,NL,27,48,2,6,1,1,0,4,0,0,2,14,0,0,4,0,0 +kensilo01,2004,1,FLO,NL,5,2,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +kentje01,2004,1,HOU,NL,145,540,96,156,34,8,27,107,7,3,49,96,3,6,0,11,23 +keppije01,2004,1,NYN,NL,33,116,9,33,2,0,3,9,2,1,6,7,0,0,0,1,6 +kershja01,2004,1,TOR,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kidama01,2004,1,LAN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kidama01,2004,2,SEA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kieltbo01,2004,1,OAK,AL,83,238,29,51,14,1,7,31,1,0,35,47,0,3,1,1,5 +kiescbr01,2004,1,MIL,NL,77,63,2,17,3,0,1,7,0,0,5,16,1,0,0,0,3 +kimby01,2004,1,BOS,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kimsu01,2004,1,MON,NL,43,28,1,6,2,0,0,5,1,0,0,9,0,0,4,0,0 +kingra01,2004,1,SLN,NL,86,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kinnema01,2004,1,MIL,NL,32,9,0,2,0,0,0,1,0,0,0,1,0,0,1,0,0 +kinnema01,2004,2,KCA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kleskry01,2004,1,SDN,NL,127,402,58,117,32,2,9,66,3,2,73,67,6,1,1,3,8 +klinest02,2004,1,SLN,NL,67,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +knoedju01,2004,1,SFN,NL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +knottga01,2004,1,DET,AL,36,3,2,1,0,0,0,0,0,0,1,1,0,0,1,0,0 +knottjo02,2004,1,SDN,NL,9,14,1,3,2,0,0,1,0,0,1,5,0,0,0,0,0 +kochbi01,2004,1,CHA,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kochbi01,2004,2,FLO,NL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kolbda01,2004,1,MIL,NL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +konerpa01,2004,1,CHA,AL,155,563,84,156,22,0,41,117,1,0,69,107,5,6,0,5,23 +koplomi01,2004,1,ARI,NL,76,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +koskico01,2004,1,MIN,AL,118,422,68,106,24,2,25,71,9,3,49,103,10,12,0,5,6 +kotchca01,2004,1,ANA,AL,38,116,7,26,6,0,0,15,3,0,7,11,3,4,0,1,3 +kotsama01,2004,1,OAK,AL,148,606,78,190,37,3,15,63,8,5,55,70,5,2,5,5,6 +kroegjo01,2004,1,ARI,NL,22,54,5,9,3,0,0,2,0,1,1,21,0,0,0,0,2 +kroonma01,2004,1,COL,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +krynzda01,2004,1,MIL,NL,16,41,6,9,1,0,0,3,0,0,3,15,0,3,0,0,0 +kubelja01,2004,1,MIN,AL,23,60,10,18,2,0,2,7,1,1,6,9,0,0,0,1,0 +labanjo01,2004,1,MON,NL,7,14,0,0,0,0,0,0,0,0,0,4,0,0,0,0,1 +lackejo01,2004,1,ANA,AL,33,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +lairdge01,2004,1,TEX,AL,49,147,20,33,6,0,1,16,0,1,12,35,0,2,4,3,5 +lakerti01,2004,1,CLE,AL,44,117,12,25,2,0,3,17,0,0,7,28,1,1,2,1,5 +lambmi01,2004,1,HOU,NL,112,278,38,80,14,3,14,58,1,1,31,63,3,0,0,3,4 +laneja01,2004,1,HOU,NL,107,136,21,37,10,2,4,19,1,0,16,33,0,1,1,2,2 +lankfra01,2004,1,SLN,NL,92,200,36,51,14,1,6,22,2,2,29,55,4,2,0,4,6 +larkiba01,2004,1,CIN,NL,111,346,55,100,15,3,8,44,2,0,34,39,1,1,2,3,16 +larocad01,2004,1,ATL,NL,110,324,45,90,27,1,13,45,0,0,27,78,1,1,2,2,10 +larsobr01,2004,1,CIN,NL,40,118,13,25,6,0,3,14,1,0,14,35,0,2,0,1,2 +larueja01,2004,1,CIN,NL,114,390,46,98,24,2,14,55,0,2,26,108,5,24,2,3,7 +lawrebr02,2004,1,SDN,NL,36,62,5,6,1,0,0,2,0,0,3,25,0,0,8,0,1 +lawtoma02,2004,1,CLE,AL,150,591,109,164,25,0,20,70,23,9,74,84,3,11,0,4,21 +leagubr01,2004,1,TOR,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lecroma01,2004,1,MIN,AL,88,264,25,71,14,0,9,39,0,0,16,60,0,5,0,2,7 +ledeeri01,2004,1,PHI,NL,73,123,19,35,7,0,7,26,2,0,22,27,2,0,0,0,5 +ledeeri01,2004,2,SFN,NL,31,53,6,6,2,0,0,4,1,0,5,20,0,1,0,1,1 +ledezwi01,2004,1,DET,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leeca01,2004,1,CHA,AL,153,591,103,180,37,0,31,99,11,5,54,86,3,7,0,6,10 +leecl02,2004,1,CLE,AL,33,3,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +leeda01,2004,1,CLE,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leede02,2004,1,CHN,NL,161,605,90,168,39,1,32,98,12,5,68,128,4,8,2,5,14 +leetr01,2004,1,NYA,AL,7,19,1,2,1,0,0,2,0,0,1,3,1,0,0,0,2 +lehrju01,2004,1,OAK,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leicejo01,2004,1,CHN,NL,32,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leiteal01,2004,1,NYN,NL,30,54,0,5,1,0,0,0,0,0,3,30,0,0,2,0,1 +leoneju01,2004,1,SEA,AL,31,102,15,22,5,0,6,13,1,0,9,32,0,3,1,0,0 +leonjo01,2004,1,BAL,AL,31,66,4,12,2,0,2,8,0,0,2,19,0,0,0,1,6 +leskacu01,2004,1,KCA,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leskacu01,2004,2,BOS,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +levinal01,2004,1,DET,AL,65,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lewisco01,2004,1,TEX,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lidgebr01,2004,1,HOU,NL,80,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lidleco01,2004,1,CIN,NL,24,42,2,6,2,0,0,2,0,0,5,23,0,0,4,0,0 +lidleco01,2004,2,PHI,NL,10,20,1,3,2,0,1,4,0,0,0,13,0,0,4,0,0 +liebejo01,2004,1,NYA,AL,27,3,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1 +liebemi01,2004,1,PHI,NL,131,476,58,129,31,1,17,61,1,1,37,69,2,11,1,4,19 +liefeje01,2004,1,MIL,NL,16,28,2,6,2,0,1,5,0,0,2,8,0,0,0,1,2 +ligteke01,2004,1,TOR,AL,57,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lillyte01,2004,1,TOR,AL,32,3,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +limajo01,2004,1,LAN,NL,38,48,1,9,0,0,0,2,0,0,1,19,0,0,8,0,2 +lincomi01,2004,1,SLN,NL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lindeto01,2004,1,SFN,NL,16,32,6,5,1,0,0,1,0,0,5,7,0,1,2,0,0 +linebsc01,2004,1,SDN,NL,73,2,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +liriape01,2004,1,MIL,NL,11,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +littlma01,2004,1,CLE,AL,11,20,0,4,0,0,0,2,0,0,0,7,0,2,0,1,0 +loaizes01,2004,1,CHA,AL,21,5,0,0,0,0,0,0,0,0,0,2,0,0,0,0,1 +loaizes01,2004,2,NYA,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +loducpa01,2004,1,LAN,NL,91,349,41,105,18,1,10,49,2,4,22,27,0,6,2,2,15 +loducpa01,2004,2,FLO,NL,52,186,27,48,11,1,3,31,2,1,14,22,0,3,6,4,7 +loeka01,2004,1,TEX,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +loftoke01,2004,1,NYA,AL,83,276,51,76,10,7,3,18,7,3,31,27,1,1,1,4,4 +loganno01,2004,1,DET,AL,47,133,12,37,5,2,0,10,8,2,13,24,0,0,5,1,1 +lohseky01,2004,1,MIN,AL,35,3,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +longte01,2004,1,SDN,NL,136,288,31,85,19,4,3,28,3,2,19,51,4,1,0,5,13 +loopebr01,2004,1,NYN,NL,71,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +lopezaq01,2004,1,TOR,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lopezfe01,2004,1,CIN,NL,79,264,35,64,18,2,7,31,1,1,25,81,0,3,2,1,1 +lopezja01,2004,1,BAL,AL,150,579,83,183,33,3,23,86,0,0,47,97,4,6,0,6,16 +lopezja02,2004,1,COL,NL,64,2,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +lopezjo01,2004,1,SEA,AL,57,207,28,48,13,0,5,22,0,1,8,31,0,1,1,1,1 +lopezlu02,2004,1,BAL,AL,56,88,7,16,5,0,1,8,0,0,3,20,0,1,2,3,1 +lopezlu03,2004,1,MON,NL,11,26,0,4,0,0,0,0,0,0,0,9,0,1,0,0,1 +lopezme01,2004,1,KCA,AL,18,38,4,4,0,0,1,4,0,0,4,9,0,1,1,0,3 +lopezmi01,2004,1,SEA,AL,6,4,1,1,0,0,0,0,0,0,1,0,0,1,0,0,0 +lopezro01,2004,1,BAL,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +loretma01,2004,1,SDN,NL,154,620,108,208,47,2,16,76,5,3,58,45,3,9,4,16,10 +lowede01,2004,1,BOS,AL,33,4,0,1,1,0,0,1,0,0,0,1,0,0,1,0,0 +lowelmi01,2004,1,FLO,NL,158,598,87,175,44,1,27,85,5,1,64,77,8,6,0,3,17 +lowryno01,2004,1,SFN,NL,16,33,2,6,2,0,0,0,0,0,0,10,0,0,3,0,1 +ludwiry01,2004,1,CLE,AL,15,50,3,11,2,0,2,4,0,0,2,14,0,2,0,0,0 +lugoju01,2004,1,TBA,AL,157,581,83,160,41,4,7,75,21,5,54,106,0,5,7,8,8 +lunahe01,2004,1,SLN,NL,83,173,25,43,7,2,3,22,6,3,13,37,0,2,1,3,2 +mabryjo01,2004,1,SLN,NL,87,240,32,71,11,0,13,40,0,1,26,63,5,1,5,3,6 +macdomi01,2004,1,KCA,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +machaan01,2004,1,CIN,NL,17,56,6,15,5,1,0,4,3,1,10,26,2,0,0,0,0 +macharo01,2004,1,BAL,AL,37,73,5,11,3,0,1,3,0,0,4,18,0,0,0,0,2 +maciajo01,2004,1,CHN,NL,98,194,23,52,6,3,3,22,4,1,5,38,0,2,2,1,2 +mackoro01,2004,1,PIT,NL,155,491,65,121,22,6,17,75,13,4,50,114,2,6,1,7,3 +maddugr01,2004,1,CHN,NL,34,69,5,11,0,0,0,5,1,0,1,12,0,0,9,0,1 +madribo01,2004,1,SEA,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +madsory01,2004,1,PHI,NL,52,3,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +magruch01,2004,1,MIL,NL,56,89,11,21,6,1,2,10,0,1,8,21,2,2,1,1,3 +mahayro01,2004,1,TEX,AL,60,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mainejo01,2004,1,BAL,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +majewga01,2004,1,MON,NL,16,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +majewva01,2004,1,BAL,AL,9,13,3,2,1,0,0,1,0,0,0,1,0,0,0,0,0 +malasma01,2004,1,BOS,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mantema01,2004,1,ARI,NL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +manzajo01,2004,1,FLO,NL,26,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +marotmi01,2004,1,DET,AL,33,4,0,0,0,0,0,1,0,0,0,3,0,0,1,0,0 +marquja01,2004,1,SLN,NL,35,72,6,21,6,0,0,9,1,0,1,17,0,0,2,1,3 +marreel01,2004,1,ATL,NL,90,250,37,80,18,1,10,40,4,1,23,50,1,1,2,4,4 +marsosa01,2004,1,NYA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +marteda01,2004,1,CHA,AL,74,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +martian01,2004,1,BOS,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +martied01,2004,1,SEA,AL,141,486,45,128,23,0,12,63,1,0,58,107,10,2,0,3,15 +martipe02,2004,1,BOS,AL,33,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +martira03,2004,1,CHN,NL,102,260,22,64,15,1,3,30,1,0,26,40,3,1,7,4,5 +martisa01,2004,1,CLE,AL,1,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +martisa01,2004,2,BOS,AL,3,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +martiti02,2004,1,TBA,AL,138,458,63,120,20,1,23,76,3,1,66,72,9,9,0,5,10 +martito02,2004,1,LAN,NL,47,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +martito02,2004,2,ATL,NL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +martivi01,2004,1,CLE,AL,141,520,77,147,38,1,23,108,0,1,60,69,11,5,0,6,16 +mateohe01,2004,1,MON,NL,40,44,3,12,2,0,0,0,2,3,1,9,0,0,1,0,1 +mateoju01,2004,1,SEA,AL,45,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mateoru01,2004,1,PIT,NL,19,33,4,8,0,0,3,7,0,0,5,6,1,1,0,0,1 +mateoru01,2004,2,KCA,AL,32,93,9,18,4,3,0,7,1,1,3,20,0,2,0,0,2 +mathemi01,2004,1,SLN,NL,122,385,28,95,22,1,5,50,0,2,23,83,7,3,5,3,12 +matoslu01,2004,1,BAL,AL,89,330,36,74,18,0,6,28,12,4,19,60,2,5,3,2,7 +matsuhi01,2004,1,NYA,AL,162,584,109,174,34,2,31,108,3,0,88,103,2,3,0,5,11 +matsuka01,2004,1,NYN,NL,114,460,65,125,32,2,7,44,14,3,40,97,4,2,5,2,3 +matthga02,2004,1,TEX,AL,87,280,37,77,17,1,11,36,5,1,33,64,5,1,0,3,1 +matthmi01,2004,1,CIN,NL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mauerjo01,2004,1,MIN,AL,35,107,18,33,8,1,6,17,1,0,11,14,0,1,0,3,1 +maureda01,2004,1,TOR,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mayda02,2004,1,KCA,AL,31,4,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +maynebr01,2004,1,ARI,NL,36,94,9,24,6,1,0,10,1,0,13,17,4,0,3,1,5 +maynebr01,2004,2,LAN,NL,47,96,5,18,0,0,0,5,0,0,14,24,4,0,1,2,2 +mccarda01,2004,1,BOS,AL,91,151,24,39,8,1,4,17,1,0,14,40,0,2,0,1,5 +mcconsa02,2004,1,ATL,NL,10,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mccraqu01,2004,1,SEA,AL,19,20,6,3,0,0,0,0,1,1,2,4,0,0,1,0,1 +mccraqu01,2004,2,ARI,NL,55,156,20,45,11,1,2,13,2,4,13,23,0,0,2,1,2 +mcdonda02,2004,1,BAL,AL,17,32,3,5,1,0,0,1,1,0,2,6,0,0,0,0,0 +mcdonjo03,2004,1,CLE,AL,66,93,17,19,5,1,2,7,0,0,4,11,0,0,3,0,2 +mcewijo01,2004,1,NYN,NL,75,138,17,35,3,1,1,16,4,1,9,32,4,0,6,1,0 +mcgrifr01,2004,1,TBA,AL,27,72,7,13,3,0,2,7,0,0,9,19,2,0,0,0,1 +mckayco01,2004,1,SLN,NL,35,74,7,17,2,0,0,6,0,0,2,14,0,2,1,0,3 +mcleama01,2004,1,SDN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mclemma01,2004,1,OAK,AL,77,250,29,62,14,0,2,21,0,2,41,33,3,1,2,1,4 +mcmilbi01,2004,1,OAK,AL,52,92,10,17,4,0,3,11,0,1,8,22,0,1,0,1,2 +mcpheda01,2004,1,ANA,AL,16,40,5,9,1,0,3,6,1,0,3,17,0,0,0,0,0 +meadobr01,2004,1,PIT,NL,68,3,0,0,0,0,0,1,0,0,1,3,0,0,0,0,0 +mechegi01,2004,1,SEA,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mecirji01,2004,1,OAK,AL,65,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +melhuad01,2004,1,OAK,AL,69,214,23,55,11,0,11,31,0,1,16,47,1,0,1,0,4 +menchke01,2004,1,TEX,AL,125,438,69,122,30,3,26,71,0,0,33,63,2,6,0,4,6 +mendora01,2004,1,BOS,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +menecfr01,2004,1,OAK,AL,13,33,0,3,0,0,0,1,0,0,1,8,0,1,0,0,2 +menecfr01,2004,2,TOR,AL,72,236,40,71,13,4,9,25,0,2,36,44,1,3,1,0,3 +merckke01,2004,1,CHN,NL,71,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +merlolo01,2004,1,CLE,AL,71,190,25,55,12,1,4,28,1,2,14,41,1,3,4,3,9 +mesajo01,2004,1,PIT,NL,70,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +meyerda02,2004,1,ATL,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +micelda01,2004,1,HOU,NL,74,2,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +michaja01,2004,1,PHI,NL,115,299,44,82,12,0,10,40,2,2,42,80,1,2,0,3,3 +mientdo01,2004,1,MIN,AL,78,284,34,70,18,0,5,25,2,2,38,38,2,3,2,1,9 +mientdo01,2004,2,BOS,AL,49,107,13,23,6,1,1,10,0,1,10,18,0,1,0,1,3 +milesaa01,2004,1,COL,NL,134,522,75,153,15,3,6,47,12,7,29,53,0,2,7,6,12 +millake01,2004,1,BOS,AL,150,508,74,151,36,0,18,74,1,1,57,91,0,17,0,6,16 +milleco01,2004,1,CIN,NL,13,39,2,1,0,0,0,3,0,0,6,12,0,3,0,1,3 +milleda02,2004,1,OAK,AL,110,397,39,108,25,0,9,58,0,1,39,87,0,2,2,2,19 +milleju01,2004,1,TOR,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +millema02,2004,1,CLE,AL,57,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +milletr02,2004,1,TBA,AL,60,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +millewa04,2004,1,HOU,NL,16,27,2,7,0,0,0,3,0,0,0,6,0,0,8,0,0 +millwke01,2004,1,PHI,NL,25,46,0,8,2,0,0,1,0,0,2,26,0,0,5,0,1 +miltoer01,2004,1,PHI,NL,34,65,4,10,1,0,0,5,0,0,4,29,0,0,5,1,0 +minorda01,2004,1,SFN,NL,24,58,8,14,2,0,0,6,0,0,12,18,0,4,0,0,2 +mirabdo01,2004,1,BOS,AL,59,160,27,45,12,0,9,32,0,0,19,46,0,3,0,0,5 +mitrese01,2004,1,CHN,NL,13,15,0,1,1,0,0,0,0,0,1,8,0,0,3,0,0 +moellch01,2004,1,MIL,NL,101,317,25,66,13,1,5,27,0,1,21,74,1,4,6,1,12 +mohrdu01,2004,1,SFN,NL,117,263,52,72,20,1,7,28,0,3,46,64,3,8,4,3,5 +molinbe01,2004,1,ANA,AL,97,337,36,93,13,0,10,54,0,1,18,35,1,2,2,4,18 +molinjo01,2004,1,ANA,AL,73,203,26,53,10,2,3,25,4,1,10,52,0,0,5,0,6 +molinya01,2004,1,SLN,NL,51,135,12,36,6,0,2,15,0,1,13,20,3,0,2,1,4 +mondera01,2004,1,PIT,NL,26,99,8,28,8,0,2,14,0,2,11,27,0,0,0,0,1 +mondera01,2004,2,ANA,AL,8,34,2,4,1,0,1,1,0,1,2,4,0,1,0,0,1 +monrocr01,2004,1,DET,AL,128,447,65,131,27,3,18,72,3,4,29,79,1,2,0,3,8 +morame01,2004,1,BAL,AL,140,550,111,187,41,0,27,104,11,6,66,95,0,11,6,3,10 +mordemi01,2004,1,FLO,NL,69,84,7,19,3,0,1,5,0,1,6,18,0,0,0,0,1 +morenor01,2004,1,NYN,NL,33,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +morneju01,2004,1,MIN,AL,74,280,39,76,17,0,19,58,0,0,28,54,8,2,0,2,4 +morrima01,2004,1,SLN,NL,32,62,4,10,1,0,0,6,0,0,4,26,0,0,8,1,0 +mossda01,2004,1,TBA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +motagu01,2004,1,LAN,NL,52,6,0,0,0,0,0,0,0,0,0,5,0,0,0,0,0 +motagu01,2004,2,FLO,NL,26,6,1,2,1,0,0,1,0,0,0,2,0,0,0,0,0 +mottoch01,2004,1,BAL,AL,6,14,2,2,1,0,1,3,0,0,2,3,0,0,0,0,1 +moyerja01,2004,1,SEA,AL,34,2,0,1,0,0,0,2,0,0,0,1,0,0,0,0,0 +muellbi02,2004,1,BOS,AL,110,399,75,113,27,1,12,57,2,2,51,56,1,4,0,6,8 +muldema01,2004,1,OAK,AL,33,4,2,0,0,0,0,0,0,0,1,3,0,1,0,0,0 +mulhote01,2004,1,MIN,AL,39,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +munozar01,2004,1,CHA,AL,11,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +munrope01,2004,1,HOU,NL,22,29,4,2,0,0,0,1,0,0,2,10,0,0,3,1,0 +munsoer01,2004,1,DET,AL,109,321,36,68,14,2,19,49,1,1,29,90,3,6,1,0,1 +murphdo01,2004,1,KCA,AL,7,27,1,5,3,0,0,3,1,0,0,7,0,0,0,0,1 +murraca01,2004,1,CHN,NL,11,5,2,1,0,0,0,1,0,0,1,0,0,0,0,0,0 +mussimi01,2004,1,NYA,AL,27,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +myersbr01,2004,1,PHI,NL,32,51,6,10,4,0,0,1,0,0,2,17,0,0,8,0,2 +myersgr01,2004,1,TOR,AL,8,18,0,4,2,0,0,1,0,0,2,4,0,0,0,0,1 +myersmi01,2004,1,SEA,AL,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +myersmi01,2004,2,BOS,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +myersro01,2004,1,LAN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +myettaa01,2004,1,CIN,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nadyxa01,2004,1,SDN,NL,34,77,7,19,4,0,3,9,0,0,5,13,0,1,1,0,4 +nageocl01,2004,1,SEA,AL,12,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +nakammi01,2004,1,TOR,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nancesh01,2004,1,ARI,NL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +narrosa02,2004,1,TEX,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nathajo01,2004,1,MIN,AL,73,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +navardi01,2004,1,NYA,AL,5,7,2,3,0,0,0,1,0,0,0,0,0,0,0,0,1 +nealbl01,2004,1,SDN,NL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nelsoje01,2004,1,TEX,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nelsojo01,2004,1,BOS,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +neumi01,2004,1,FLO,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nevinph01,2004,1,SDN,NL,147,547,78,158,31,1,26,105,0,0,66,121,5,5,0,5,16 +newhada01,2004,1,BAL,AL,95,373,66,116,15,7,8,54,11,1,27,72,0,4,5,3,4 +nitkocj01,2004,1,ATL,NL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nitkocj01,2004,2,NYA,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nivarra01,2004,1,TEX,AL,7,18,3,4,0,0,0,4,1,1,0,7,0,0,2,1,0 +nixla01,2004,1,TEX,AL,115,371,58,92,20,4,14,46,1,1,23,113,4,2,1,3,6 +nixontr01,2004,1,BOS,AL,48,149,24,47,9,1,6,23,0,0,15,24,1,1,0,2,3 +nomohi01,2004,1,LAN,NL,18,26,2,3,0,0,1,1,0,0,0,17,0,0,1,0,0 +nortogr01,2004,1,DET,AL,41,86,9,15,1,0,2,2,0,0,12,21,1,0,1,0,3 +nortoph01,2004,1,CIN,NL,69,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +novoaro01,2004,1,DET,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nunezab01,2004,1,PIT,NL,112,182,17,43,9,0,2,13,1,3,10,36,0,0,2,1,8 +nunezab02,2004,1,FLO,NL,58,64,9,11,1,1,1,5,1,2,9,21,0,0,2,0,3 +nunezab02,2004,2,KCA,AL,59,221,31,50,9,0,5,29,0,1,25,48,1,0,0,1,4 +nunezfr01,2004,1,TBA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nunezvl01,2004,1,COL,NL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +obermwe01,2004,1,MIL,NL,26,39,2,15,3,0,0,5,0,0,1,14,0,0,2,0,1 +offerjo01,2004,1,MIN,AL,77,172,22,44,14,2,2,22,1,1,29,31,2,0,1,0,1 +ohkato01,2004,1,MON,NL,15,25,0,2,0,0,0,0,1,0,1,8,0,0,0,0,0 +ojedaau01,2004,1,MIN,AL,30,59,16,20,1,0,2,7,1,1,10,3,0,0,2,1,0 +ojedami01,2004,1,SDN,NL,62,156,23,40,3,0,8,26,0,0,15,34,1,1,0,2,1 +olerujo01,2004,1,SEA,AL,78,261,29,64,13,1,5,22,0,0,40,41,3,6,1,4,6 +olerujo01,2004,2,NYA,AL,49,164,16,46,7,0,4,26,0,0,21,20,1,2,0,1,5 +oliveda02,2004,1,FLO,NL,18,19,0,3,0,0,0,1,0,0,0,8,0,0,2,0,2 +oliveda02,2004,2,HOU,NL,10,3,0,0,0,0,0,0,0,0,0,1,0,0,1,0,1 +olivomi01,2004,1,CHA,AL,46,141,21,38,7,2,7,26,5,4,10,29,1,0,4,1,2 +olivomi01,2004,2,SEA,AL,50,160,25,32,8,2,6,14,2,2,10,55,1,3,0,0,2 +olmedra01,2004,1,CIN,NL,8,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +olsonti01,2004,1,ARI,NL,48,97,8,18,7,0,2,5,1,0,16,18,0,0,1,0,4 +ordonma01,2004,1,CHA,AL,52,202,32,59,8,2,9,37,0,2,16,22,2,3,0,1,4 +ordonre01,2004,1,CHN,NL,23,61,2,10,3,0,1,5,0,0,2,14,0,0,4,0,1 +oropeed01,2004,1,SDN,NL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ortizda01,2004,1,BOS,AL,150,582,94,175,47,3,41,139,0,0,75,133,8,4,0,8,12 +ortizra01,2004,1,ANA,AL,34,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1 +ortizru01,2004,1,ATL,NL,34,59,1,6,2,0,0,1,0,0,1,17,0,1,10,0,1 +osbordo01,2004,1,NYA,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +osikke01,2004,1,BAL,AL,11,25,0,2,0,0,0,0,0,0,0,7,0,0,0,0,1 +osunaan01,2004,1,SDN,NL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +oswalro01,2004,1,HOU,NL,36,71,1,10,1,0,0,6,0,0,3,16,0,1,13,1,1 +otsukak01,2004,1,SDN,NL,73,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +overbly01,2004,1,MIL,NL,159,579,83,174,53,1,16,87,2,1,81,128,9,2,0,6,11 +padilju01,2004,1,NYA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +padilju01,2004,2,CIN,NL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +padilvi01,2004,1,PHI,NL,20,35,2,4,0,0,0,3,0,0,2,17,0,0,3,0,0 +palmeor01,2004,1,HOU,NL,102,133,19,32,5,0,3,12,2,1,18,19,1,3,2,0,1 +palmera01,2004,1,BAL,AL,154,550,68,142,29,0,23,88,2,1,86,61,15,6,0,9,15 +parkch01,2004,1,TEX,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +parrajo01,2004,1,NYN,NL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +parrijo01,2004,1,BAL,AL,56,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pascuva01,2004,1,MON,NL,32,62,6,11,1,0,2,6,1,0,10,22,1,1,0,1,3 +patteco01,2004,1,CHN,NL,157,631,91,168,33,6,24,72,32,9,45,168,7,5,5,1,7 +patteda04,2004,1,DET,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pattejo02,2004,1,MON,NL,19,33,0,4,0,0,0,1,0,0,1,17,0,0,5,0,2 +pauljo01,2004,1,ANA,AL,46,70,11,17,3,0,2,10,2,1,7,17,0,0,3,1,2 +pavanca01,2004,1,FLO,NL,31,68,4,13,3,0,2,6,0,0,1,24,0,1,9,0,1 +paytoja01,2004,1,SDN,NL,143,458,57,119,17,4,8,55,2,0,43,56,2,4,2,4,12 +pearcjo01,2004,1,SLN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +peavyja01,2004,1,SDN,NL,27,59,5,10,1,0,0,3,0,0,4,17,0,0,5,0,1 +pelloki01,2004,1,COL,NL,59,121,15,29,5,1,2,10,1,0,8,43,1,4,0,0,3 +penaca01,2004,1,DET,AL,142,481,89,116,22,4,27,82,7,1,70,146,2,3,2,5,11 +penawi01,2004,1,CIN,NL,110,336,45,87,10,1,26,66,5,2,22,108,1,6,0,0,7 +pennybr01,2004,1,FLO,NL,21,47,1,3,0,0,0,1,0,0,0,13,0,0,1,0,1 +pennybr01,2004,2,LAN,NL,3,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +peraljh01,2004,1,CLE,AL,8,25,2,6,1,0,0,2,0,1,3,6,0,0,0,0,0 +percitr01,2004,1,ANA,AL,52,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +perezan01,2004,1,LAN,NL,13,13,5,3,1,0,0,0,1,0,0,5,0,1,0,0,0 +perezed01,2004,1,TBA,AL,13,38,2,8,2,0,1,7,0,0,4,9,0,0,0,0,1 +perezed02,2004,1,ATL,NL,74,170,14,39,12,0,3,13,0,0,11,29,1,3,3,1,5 +perezne01,2004,1,SFN,NL,103,319,28,74,12,1,2,33,0,1,21,35,3,0,9,4,7 +perezne01,2004,2,CHN,NL,23,62,12,23,5,0,2,6,1,0,3,6,0,0,2,0,1 +perezod01,2004,1,LAN,NL,31,62,5,7,2,0,0,2,0,0,2,17,0,0,6,0,2 +perezol01,2004,1,PIT,NL,31,58,2,11,0,0,0,0,0,0,4,22,0,0,10,0,0 +perezti01,2004,1,CHA,AL,103,293,38,72,12,0,5,40,3,1,15,29,0,2,9,2,9 +perezto03,2004,1,PHI,NL,86,176,22,38,13,2,6,21,0,0,9,44,2,1,3,1,2 +perisma01,2004,1,FLO,NL,66,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +perryhe01,2004,1,TEX,AL,49,134,13,30,2,1,5,17,0,0,14,19,0,3,0,2,3 +peterad02,2004,1,TOR,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pettian01,2004,1,HOU,NL,15,23,0,4,1,0,0,2,0,0,3,5,0,0,3,0,1 +phelpjo01,2004,1,TOR,AL,79,295,38,70,13,2,12,51,0,0,18,73,2,7,0,1,9 +phelpjo01,2004,2,CLE,AL,24,76,13,23,6,0,5,10,0,0,4,20,0,0,0,0,4 +phelpto01,2004,1,FLO,NL,19,6,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +phelptr01,2004,1,MIL,NL,4,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +phillan01,2004,1,NYA,AL,5,8,1,2,0,0,1,2,0,0,0,1,0,0,0,0,1 +phillbr01,2004,1,CLE,AL,6,22,1,4,2,0,0,1,0,2,2,5,0,0,0,0,1 +phillja04,2004,1,NYN,NL,128,362,34,79,18,0,7,34,0,1,35,42,4,8,2,5,11 +phillpa01,2004,1,KCA,AL,4,5,2,1,0,0,0,0,0,0,0,1,0,1,0,0,0 +piazzmi01,2004,1,NYN,NL,129,455,47,121,21,0,20,54,0,0,68,78,14,2,0,3,14 +pickeca01,2004,1,KCA,AL,35,122,21,30,8,1,7,26,0,0,18,42,1,0,0,2,6 +piedrjo01,2004,1,COL,NL,38,91,15,27,8,0,3,10,0,1,5,19,0,1,1,0,1 +pierrju01,2004,1,FLO,NL,162,678,100,221,22,12,3,49,45,24,45,35,1,8,15,2,9 +pierzaj01,2004,1,SFN,NL,131,471,45,128,28,2,11,77,0,1,19,27,4,15,2,3,27 +pineijo01,2004,1,SEA,AL,21,5,0,1,1,0,0,0,0,0,0,1,0,0,0,0,0 +podsesc01,2004,1,MIL,NL,154,640,85,156,27,7,12,39,70,13,58,105,2,7,6,1,7 +polanpl01,2004,1,PHI,NL,126,503,74,150,21,0,17,55,7,4,27,39,0,12,7,6,13 +politcl01,2004,1,CHA,AL,54,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pondsi01,2004,1,TOR,AL,16,49,4,8,2,0,1,6,0,0,5,12,0,1,0,1,3 +ponsosi01,2004,1,BAL,AL,33,5,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +porteco01,2004,1,SLN,NL,23,35,3,11,1,0,1,2,0,0,0,13,0,0,0,0,2 +posadjo01,2004,1,NYA,AL,137,449,72,122,31,0,21,81,1,3,88,92,5,9,0,1,24 +potelo01,2004,1,CLE,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +powelbr01,2004,1,PHI,NL,17,8,0,1,0,0,0,0,0,0,0,5,0,0,1,0,0 +powelja04,2004,1,TEX,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +prattan01,2004,1,CHN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +prattto02,2004,1,PHI,NL,45,128,16,33,5,0,3,16,0,0,18,38,0,1,1,1,5 +pridecu01,2004,1,ANA,AL,35,40,5,10,3,0,0,3,1,0,0,11,0,1,1,0,1 +prietal01,2004,1,MIN,AL,16,32,4,8,1,0,1,4,0,1,3,9,0,0,0,1,1 +prinzbr01,2004,1,NYA,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +priorma01,2004,1,CHN,NL,21,36,5,5,0,0,0,0,0,0,2,20,0,0,6,0,0 +proctsc01,2004,1,NYA,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +puffebr01,2004,1,SDN,NL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pujolal01,2004,1,SLN,NL,154,592,133,196,51,2,46,123,5,5,84,52,12,7,0,9,21 +pulidca01,2004,1,MIN,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +puntoni01,2004,1,MIN,AL,38,91,17,23,0,0,2,12,6,0,12,19,0,0,0,0,2 +putzjj01,2004,1,SEA,AL,54,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +quallch01,2004,1,HOU,NL,25,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +quantpa01,2004,1,NYA,AL,86,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1 +quinlro01,2004,1,ANA,AL,56,160,23,55,14,0,5,23,3,1,14,26,0,2,0,1,1 +quinthu01,2004,1,SDN,NL,23,72,7,18,3,0,2,10,0,2,5,16,0,0,0,1,5 +quirogu01,2004,1,TOR,AL,17,52,2,11,2,0,0,6,1,0,2,8,0,2,0,1,1 +raburry01,2004,1,DET,AL,12,29,4,4,1,0,0,1,1,0,2,15,0,0,0,0,0 +radkebr01,2004,1,MIN,AL,34,2,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +raineti02,2004,1,BAL,AL,48,94,14,24,6,0,0,5,7,3,4,16,0,1,2,0,2 +rakeraa01,2004,1,BAL,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ramirar01,2004,1,CHN,NL,145,547,99,174,32,1,36,103,0,2,49,62,6,3,0,7,25 +ramirel01,2004,1,PHI,NL,7,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +ramirer01,2004,1,TEX,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ramirho01,2004,1,ATL,NL,11,21,0,2,0,0,0,1,0,0,0,5,0,0,1,0,0 +ramirma02,2004,1,BOS,AL,152,568,108,175,44,0,43,130,2,4,82,124,15,6,0,7,17 +randajo01,2004,1,KCA,AL,128,485,65,139,31,2,8,56,0,1,40,77,1,6,0,8,11 +randost01,2004,1,ARI,NL,47,12,4,5,3,0,0,3,0,0,0,3,0,0,0,0,0 +ransoco01,2004,1,SFN,NL,78,68,13,17,6,0,1,11,2,2,6,20,0,1,3,0,2 +rauchjo01,2004,1,CHA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rauchjo01,2004,2,MON,NL,9,6,1,1,0,0,1,2,0,0,0,4,0,0,0,0,0 +redditi01,2004,1,HOU,NL,27,29,1,4,0,0,0,0,0,0,0,13,0,0,1,0,0 +redmama01,2004,1,OAK,AL,32,5,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +redmati01,2004,1,PIT,NL,155,546,65,153,19,4,8,51,18,6,23,52,2,3,4,5,6 +redmomi01,2004,1,FLO,NL,81,246,19,63,15,0,2,25,1,0,14,28,0,8,3,2,10 +reedje03,2004,1,SEA,AL,18,58,11,23,4,0,0,5,3,1,7,4,1,1,0,0,2 +reedst01,2004,1,COL,NL,65,2,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +reesepo01,2004,1,BOS,AL,96,244,32,54,7,2,3,29,6,2,17,60,1,0,6,1,5 +regilni01,2004,1,TEX,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reithbr01,2004,1,CIN,NL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reitsch01,2004,1,ATL,NL,84,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +relafde01,2004,1,KCA,AL,114,380,45,84,14,0,6,34,5,4,34,56,3,8,4,4,10 +remlimi01,2004,1,CHN,NL,48,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +renteed01,2004,1,SLN,NL,149,586,84,168,37,0,10,72,17,11,39,78,5,1,6,10,14 +restomi01,2004,1,MIN,AL,29,47,9,12,3,0,2,6,0,0,4,10,0,0,0,0,0 +reyesal01,2004,1,SLN,NL,12,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +reyesde01,2004,1,KCA,AL,40,6,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +reyesjo01,2004,1,NYN,NL,53,220,33,56,16,2,2,14,19,2,5,31,0,0,4,0,1 +reyesre01,2004,1,COL,NL,28,61,5,9,2,0,0,1,0,0,5,17,2,0,0,0,0 +reynosh01,2004,1,ARI,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rhodear01,2004,1,OAK,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +riedljo01,2004,1,CIN,NL,70,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +riggsad01,2004,1,ANA,AL,16,36,2,7,3,0,0,3,1,0,1,10,0,0,0,0,2 +rileyma01,2004,1,BAL,AL,14,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +rincoju01,2004,1,MIN,AL,77,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +rincori01,2004,1,OAK,AL,67,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +riosal01,2004,1,TOR,AL,111,426,55,122,24,7,1,28,15,3,31,84,0,2,1,0,14 +riskeda01,2004,1,CLE,AL,72,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ritchto01,2004,1,TBA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rivaslu01,2004,1,MIN,AL,109,336,44,86,19,5,10,34,15,1,13,53,0,1,5,3,8 +riverca01,2004,1,PIT,NL,7,15,1,3,0,0,0,1,0,0,1,3,1,0,0,0,0 +riverju01,2004,1,MON,NL,134,391,48,120,24,1,12,49,6,2,34,45,7,1,0,0,11 +riverma01,2004,1,NYA,AL,74,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +riverre01,2004,1,SEA,AL,2,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +roajo01,2004,1,MIN,AL,48,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +robbija01,2004,1,CLE,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +roberbr01,2004,1,BAL,AL,159,641,107,175,50,2,4,53,29,12,71,95,1,1,15,6,3 +roberda07,2004,1,LAN,NL,68,233,45,59,4,7,2,21,33,1,28,31,0,4,2,3,2 +roberda07,2004,2,BOS,AL,45,86,19,22,10,0,2,14,5,2,10,17,0,1,1,3,2 +robergr01,2004,1,NYN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +roberje02,2004,1,CLE,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +roberna01,2004,1,DET,AL,34,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +roberwi01,2004,1,PIT,NL,9,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +robinke02,2004,1,SDN,NL,80,92,20,27,4,0,0,5,11,4,5,8,0,1,1,2,0 +rodrial01,2004,1,NYA,AL,155,601,112,172,24,2,36,106,28,4,80,131,6,10,0,7,18 +rodried03,2004,1,BAL,AL,29,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +rodrife01,2004,1,SFN,NL,53,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +rodrife01,2004,2,PHI,NL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodrifr03,2004,1,ANA,AL,69,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodriiv01,2004,1,DET,AL,135,527,72,176,32,2,19,86,7,4,41,91,6,3,0,4,15 +rodriri03,2004,1,TEX,AL,5,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +rogerke01,2004,1,TEX,AL,35,5,1,0,0,0,0,0,0,0,0,3,0,0,0,0,1 +rolensc01,2004,1,SLN,NL,142,500,109,157,32,4,34,124,4,3,72,92,5,13,1,7,8 +rolliji01,2004,1,PHI,NL,154,657,119,190,43,12,14,73,30,9,57,73,3,3,6,2,4 +rollsda01,2004,1,TBA,AL,53,117,12,19,5,0,0,9,2,1,10,36,0,1,2,2,4 +romanja01,2004,1,TBA,AL,4,8,0,1,0,0,0,1,0,0,0,2,0,0,0,0,0 +romanja01,2004,2,CIN,NL,22,26,3,4,0,0,1,3,0,0,2,10,0,0,1,0,0 +romerjc01,2004,1,MIN,AL,74,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rosemi01,2004,1,OAK,AL,2,2,1,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +rossda01,2004,1,LAN,NL,70,165,13,28,3,1,5,15,0,0,15,62,1,5,0,5,3 +rowanaa01,2004,1,CHA,AL,140,487,94,151,38,2,24,69,17,5,30,91,1,10,5,2,5 +rueteki01,2004,1,SFN,NL,34,61,4,8,2,0,0,2,0,0,3,7,0,0,3,0,0 +ruschgl01,2004,1,CHN,NL,33,39,3,6,1,0,2,3,0,0,0,11,0,0,7,0,0 +ryanbj01,2004,1,BAL,AL,76,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ryanmi03,2004,1,MIN,AL,36,71,9,17,2,1,0,7,1,1,4,16,1,0,0,0,2 +saarlki01,2004,1,OAK,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sabatcc01,2004,1,CLE,AL,30,4,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +sadledo01,2004,1,ARI,NL,18,23,1,3,2,0,0,0,0,0,1,7,0,0,0,0,0 +saenzch01,2004,1,MIL,NL,1,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +saenzol01,2004,1,LAN,NL,77,111,17,31,1,0,8,22,0,0,12,33,1,2,0,3,4 +salmoti01,2004,1,ANA,AL,60,186,15,47,7,0,2,23,1,0,14,41,0,2,0,4,2 +sanchal03,2004,1,DET,AL,79,332,41,107,9,3,2,26,19,13,7,50,0,0,12,1,5 +sanchdu01,2004,1,LAN,NL,67,4,1,1,1,0,0,2,0,0,0,1,0,0,1,0,1 +sanchfr01,2004,1,PIT,NL,9,19,2,3,0,0,0,2,0,0,0,3,0,0,1,0,0 +sanchje01,2004,1,CIN,NL,3,4,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +sanchre01,2004,1,TBA,AL,91,285,23,70,14,3,2,26,0,1,12,28,0,3,4,3,6 +sandere02,2004,1,SLN,NL,135,446,64,116,27,3,22,67,21,5,33,118,5,4,1,3,5 +santajo01,2004,1,MIN,AL,34,8,0,3,0,0,0,2,0,0,0,1,0,0,0,0,0 +santibe01,2004,1,KCA,AL,49,175,15,48,10,0,6,23,1,2,8,32,0,2,3,1,9 +santira01,2004,1,SEA,AL,19,39,8,7,1,0,0,2,0,0,3,3,0,1,2,0,1 +santovi01,2004,1,MIL,NL,31,39,0,2,1,0,0,1,0,0,2,20,0,0,6,0,0 +schilcu01,2004,1,BOS,AL,32,7,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +schmija01,2004,1,SFN,NL,32,66,4,9,0,0,2,3,0,0,4,30,0,1,13,0,0 +schnebr01,2004,1,MON,NL,135,436,40,112,20,3,12,49,0,1,42,63,10,3,5,2,8 +schoesc01,2004,1,CHA,AL,20,2,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0 +scutama01,2004,1,OAK,AL,137,455,50,124,32,1,7,43,0,0,16,58,1,0,5,1,9 +seaneru01,2004,1,KCA,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +seaneru01,2004,2,FLO,NL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +seaybo01,2004,1,TBA,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +seguida01,2004,1,BAL,AL,18,59,8,20,3,0,1,7,0,1,5,13,1,1,0,0,3 +seibeph01,2004,1,BOS,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +seleaa01,2004,1,ANA,AL,28,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +seoja01,2004,1,NYN,NL,26,32,2,5,1,0,0,1,1,0,2,9,0,1,3,0,1 +serraji01,2004,1,KCA,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +servisc01,2004,1,ARI,NL,21,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sexsori01,2004,1,ARI,NL,23,90,20,21,4,0,9,23,0,0,14,21,0,0,0,0,2 +sheetbe01,2004,1,MIL,NL,34,67,2,9,0,0,0,1,0,0,5,22,0,0,9,0,2 +sheffga01,2004,1,NYA,AL,154,573,117,166,30,1,36,121,5,6,92,83,7,11,0,8,16 +sheltch01,2004,1,DET,AL,27,46,6,9,1,0,1,3,0,0,9,14,0,0,0,1,2 +sherrge01,2004,1,SEA,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shielsc01,2004,1,ANA,AL,60,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +shousbr01,2004,1,TEX,AL,53,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sierrru01,2004,1,NYA,AL,107,307,40,75,12,1,17,65,1,0,25,55,4,0,0,6,5 +silvaca01,2004,1,MIN,AL,33,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +simonja01,2004,1,SLN,NL,15,2,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +simonra01,2004,1,PIT,NL,61,175,14,34,6,0,3,14,0,0,15,17,5,2,0,1,8 +simonra01,2004,2,TBA,AL,8,17,2,2,0,0,0,0,0,0,3,2,0,1,0,0,0 +simpsal01,2004,1,COL,NL,32,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sizemgr01,2004,1,CLE,AL,43,138,15,34,6,2,4,24,2,0,14,34,0,5,0,2,0 +sledgte01,2004,1,MON,NL,133,398,45,107,20,6,15,62,3,3,40,66,4,1,6,1,2 +smallaa01,2004,1,FLO,NL,7,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +smithja05,2004,1,DET,AL,61,155,20,37,7,4,5,19,1,2,8,37,0,1,5,0,0 +smithtr01,2004,1,ATL,NL,16,8,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +smoltjo01,2004,1,ATL,NL,73,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +snarery01,2004,1,TEX,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sneades01,2004,1,NYN,NL,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +snellia01,2004,1,PIT,NL,3,2,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +snowjt01,2004,1,SFN,NL,107,346,62,113,32,1,12,60,4,0,58,61,0,7,2,4,5 +snydech02,2004,1,ARI,NL,29,96,10,23,6,0,5,15,0,0,13,25,1,0,0,1,0 +snydeea01,2004,1,BOS,AL,1,4,0,1,0,0,0,0,0,0,0,1,0,0,0,0,1 +soriaal01,2004,1,TEX,AL,145,608,77,170,32,4,28,91,18,5,33,121,4,10,0,7,7 +soriara01,2004,1,SEA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sosajo02,2004,1,TBA,AL,43,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sosasa01,2004,1,CHN,NL,126,478,69,121,21,0,35,80,0,0,56,133,4,2,0,3,9 +sparkst01,2004,1,ARI,NL,29,31,0,4,0,0,0,1,0,0,0,14,0,0,1,0,0 +speieju01,2004,1,TOR,AL,62,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +spencsh01,2004,1,NYN,NL,74,185,21,52,10,1,4,26,6,0,13,37,0,2,2,2,1 +spiezsc01,2004,1,SEA,AL,112,367,38,79,12,3,10,41,4,1,36,60,2,4,2,6,7 +spiveju01,2004,1,MIL,NL,59,228,33,62,13,0,7,28,5,3,25,48,0,7,1,2,7 +sprinru01,2004,1,HOU,NL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stairma01,2004,1,KCA,AL,126,439,48,117,21,3,18,66,1,0,49,92,2,5,0,3,15 +standja01,2004,1,TBA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stanfja01,2004,1,CLE,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stantmi02,2004,1,NYN,NL,83,2,0,1,0,0,0,1,0,0,0,1,0,0,0,0,0 +starkde01,2004,1,COL,NL,6,8,0,0,0,0,0,0,0,0,1,3,0,0,0,0,0 +stewajo02,2004,1,CHA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stewasc01,2004,1,CLE,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stewasc01,2004,2,LAN,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stewash01,2004,1,MIN,AL,92,378,46,115,17,2,11,47,6,3,47,44,4,1,1,3,5 +stinnke01,2004,1,KCA,AL,20,59,10,18,0,0,3,7,0,0,5,16,0,2,3,0,0 +stoneri01,2004,1,HOU,NL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stoneri01,2004,2,SDN,NL,27,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sturtta01,2004,1,NYA,AL,28,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +stynech01,2004,1,PIT,NL,74,162,16,35,10,0,1,16,0,0,9,23,2,2,1,0,2 +sullisc01,2004,1,KCA,AL,49,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +suppaje01,2004,1,SLN,NL,31,57,3,4,0,0,0,0,0,0,1,11,0,0,7,0,1 +surhobj01,2004,1,BAL,AL,100,343,49,106,12,1,8,50,2,0,30,46,2,1,3,1,9 +suttola01,2004,1,FLO,NL,8,5,0,1,0,0,0,1,0,0,1,2,0,0,0,0,0 +suzukic01,2004,1,SEA,AL,161,704,101,262,24,5,8,60,36,11,49,63,19,4,2,3,6 +sweenbr01,2004,1,SDN,NL,7,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +sweenma01,2004,1,COL,NL,122,177,25,47,12,2,9,40,1,0,32,51,2,2,0,4,2 +sweenmi01,2004,1,KCA,AL,106,411,56,118,23,0,22,79,3,2,33,44,9,6,0,2,7 +swishni01,2004,1,OAK,AL,20,60,11,15,4,0,2,8,0,0,8,11,0,2,0,1,2 +szumija01,2004,1,SDN,NL,7,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +tadanka01,2004,1,CLE,AL,14,3,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +tagucso01,2004,1,SLN,NL,109,179,26,52,10,2,3,25,6,3,12,23,1,2,10,3,6 +takatsh01,2004,1,CHA,AL,59,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tankede01,2004,1,SDN,NL,9,8,0,2,0,0,0,1,0,0,1,4,0,0,1,0,0 +tavarju01,2004,1,SLN,NL,77,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +taverwi01,2004,1,HOU,NL,10,1,2,0,0,0,0,0,1,0,0,1,0,0,1,0,0 +tayloaa01,2004,1,SEA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +teixema01,2004,1,TEX,AL,145,545,101,153,34,2,38,112,4,1,68,117,12,10,0,2,6 +tejadmi01,2004,1,BAL,AL,162,653,107,203,40,2,34,150,4,1,48,73,6,10,0,14,24 +tejermi01,2004,1,FLO,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tejermi01,2004,2,TEX,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +telemam01,2004,1,PHI,NL,42,4,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +terrelu01,2004,1,ARI,NL,62,229,21,56,14,0,4,14,10,2,20,78,2,5,1,0,5 +thamema01,2004,1,DET,AL,61,165,24,42,12,0,10,33,0,1,16,42,0,2,0,1,3 +thomabr01,2004,1,MIN,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thomach01,2004,1,ATL,NL,83,236,35,68,8,4,7,31,3,1,21,45,9,9,1,0,3 +thomafr04,2004,1,CHA,AL,74,240,53,65,16,0,18,49,0,2,64,57,3,6,0,1,2 +thomeji01,2004,1,PHI,NL,143,508,97,139,28,1,42,105,0,2,104,144,26,2,0,4,10 +thompri02,2004,1,KCA,AL,6,1,1,0,0,0,0,0,1,0,0,0,0,0,0,0,1 +thomsjo01,2004,1,ATL,NL,33,66,3,13,1,0,0,4,0,0,0,24,0,0,10,0,2 +thornma01,2004,1,SEA,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thursjo01,2004,1,LAN,NL,17,17,1,3,1,1,0,1,0,0,0,5,0,0,0,1,0 +tiffete01,2004,1,MIN,AL,17,44,7,12,4,0,2,8,0,0,3,3,0,1,0,0,2 +timlimi01,2004,1,BOS,AL,76,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tomkobr01,2004,1,SFN,NL,33,62,3,7,1,0,0,0,0,0,2,27,0,0,13,0,1 +tonismi01,2004,1,KCA,AL,2,6,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1 +torcato01,2004,1,SFN,NL,13,9,1,5,0,0,0,2,0,0,1,0,0,1,0,1,0 +torrean02,2004,1,DET,AL,3,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0 +torresa01,2004,1,PIT,NL,84,2,0,1,1,0,0,0,0,0,0,1,0,0,0,0,0 +torreyo01,2004,1,SFN,NL,64,172,19,39,7,3,6,23,2,0,17,31,3,2,4,1,7 +towerjo01,2004,1,TOR,AL,21,1,0,0,0,0,0,0,0,0,0,0,0,0,2,0,1 +trachst01,2004,1,NYN,NL,35,59,6,11,1,0,0,5,0,0,1,17,0,0,11,0,1 +tracyan01,2004,1,COL,NL,15,16,1,3,1,0,0,1,0,0,1,8,0,0,0,0,0 +tracych01,2004,1,ARI,NL,143,481,45,137,29,3,8,53,2,3,45,60,3,0,1,5,11 +treanma01,2004,1,FLO,NL,29,55,7,13,2,0,0,1,0,0,4,13,0,2,0,0,3 +tremich01,2004,1,HOU,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tsaoch01,2004,1,COL,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tuckemi01,2004,1,SFN,NL,140,464,77,119,21,6,13,62,5,2,70,106,3,2,6,5,5 +tucketj01,2004,1,MON,NL,54,12,1,1,0,0,0,0,0,0,0,4,0,0,0,0,0 +turnbde01,2004,1,ANA,AL,4,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +uptonbj01,2004,1,TBA,AL,45,159,19,41,8,2,4,12,4,1,15,46,0,1,1,1,1 +urbinug01,2004,1,DET,AL,54,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +urdanli01,2004,1,DET,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +uribeju01,2004,1,CHA,AL,134,502,82,142,31,6,23,74,9,11,32,96,1,3,11,5,10 +utleych01,2004,1,PHI,NL,94,267,36,71,11,2,13,57,4,1,15,40,1,2,1,2,6 +valdeis01,2004,1,SDN,NL,23,35,4,6,3,0,0,5,0,0,2,9,0,0,3,1,1 +valdeis01,2004,2,FLO,NL,11,17,2,4,1,0,0,0,0,0,1,4,0,0,0,0,0 +valdeme01,2004,1,SFN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +valdewi01,2004,1,CHA,AL,19,43,8,10,1,0,1,4,1,2,2,5,0,0,1,0,1 +valener01,2004,1,NYN,NL,130,270,39,72,15,2,13,34,0,1,28,61,4,1,0,1,10 +valenja01,2004,1,CIN,NL,82,202,18,47,10,1,6,20,0,0,17,36,3,1,0,2,4 +valenjo03,2004,1,CHA,AL,125,450,73,97,20,3,30,70,8,6,43,139,4,3,6,2,5 +valenjo04,2004,1,CIN,NL,24,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +valvejo01,2004,1,ARI,NL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vanbejo01,2004,1,PIT,NL,6,8,2,1,0,0,1,2,0,0,1,3,0,0,2,0,0 +vandejo02,2004,1,CIN,NL,42,51,2,6,2,0,2,4,0,0,4,20,0,0,0,0,0 +vanpoto01,2004,1,CIN,NL,48,17,1,3,0,0,0,1,0,0,1,6,0,0,5,0,0 +vargacl01,2004,1,MON,NL,45,22,0,1,0,0,0,0,0,0,0,8,0,0,7,0,1 +varitja01,2004,1,BOS,AL,137,463,67,137,30,1,18,73,10,3,62,126,9,10,0,1,11 +vasqujo01,2004,1,KCA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vazquja01,2004,1,NYA,AL,32,4,1,1,1,0,0,0,0,0,0,0,0,0,1,0,1 +vazqura01,2004,1,SDN,NL,52,115,12,27,3,2,1,13,1,1,11,24,2,0,4,2,2 +venafmi01,2004,1,LAN,NL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +venturo01,2004,1,LAN,NL,102,152,19,37,3,0,5,28,0,0,22,31,1,0,0,1,3 +vidrojo01,2004,1,MON,NL,110,412,51,121,24,0,14,60,3,1,49,43,7,0,4,2,14 +villabr01,2004,1,ARI,NL,20,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +villaed01,2004,1,KCA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +villaos01,2004,1,ARI,NL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +villoro01,2004,1,SEA,AL,56,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vinafe01,2004,1,DET,AL,29,115,21,26,5,0,0,7,2,1,9,9,0,5,1,1,6 +vizcajo01,2004,1,HOU,NL,138,358,34,98,21,3,3,33,1,1,20,39,5,0,5,2,8 +vizcalu01,2004,1,MIL,NL,73,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vizquom01,2004,1,CLE,AL,148,567,82,165,28,3,7,59,19,6,57,62,0,1,20,6,12 +vogelry01,2004,1,PIT,NL,33,31,2,7,2,0,0,3,0,0,2,13,0,0,10,1,1 +waechdo01,2004,1,TBA,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wagnebi02,2004,1,PHI,NL,46,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +wagnery01,2004,1,CIN,NL,49,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wakefti01,2004,1,BOS,AL,32,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +walkeja01,2004,1,DET,AL,70,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +walkeke01,2004,1,SFN,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +walkela01,2004,1,COL,NL,38,108,22,35,9,3,6,20,2,0,25,23,2,4,0,1,2 +walkela01,2004,2,SLN,NL,44,150,29,42,7,1,11,27,4,0,24,34,1,4,0,0,6 +walketo04,2004,1,CHN,NL,129,372,60,102,19,4,15,50,0,3,43,52,8,4,1,4,2 +walkety01,2004,1,SFN,NL,52,7,0,0,0,0,0,0,0,0,0,5,0,0,0,0,0 +wardda01,2004,1,PIT,NL,79,293,39,73,17,2,15,57,0,0,22,45,3,3,0,3,8 +wasdijo01,2004,1,TEX,AL,15,3,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +washbja01,2004,1,ANA,AL,25,5,0,2,0,0,0,1,0,0,0,0,0,0,2,0,0 +watkist01,2004,1,SDN,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wayneju01,2004,1,FLO,NL,19,3,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +weathda01,2004,1,NYN,NL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +weathda01,2004,2,HOU,NL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +weathda01,2004,3,FLO,NL,8,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +weaveje01,2004,1,LAN,NL,35,70,3,15,2,1,0,2,0,0,1,26,0,0,7,0,0 +webbbr01,2004,1,ARI,NL,35,64,3,6,0,0,0,4,0,0,3,36,0,0,4,0,0 +webbjo01,2004,1,TBA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +weberbe01,2004,1,ANA,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +welleto01,2004,1,CHN,NL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wellsda01,2004,1,SDN,NL,31,57,2,6,0,0,0,3,0,0,3,24,0,1,8,0,1 +wellski01,2004,1,PIT,NL,25,43,4,8,3,1,0,0,0,0,3,20,0,0,4,0,0 +wellsve01,2004,1,TOR,AL,134,536,82,146,34,2,23,67,9,2,51,83,2,2,0,1,17 +wendetu01,2004,1,COL,NL,12,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1 +werthja01,2004,1,LAN,NL,89,290,56,76,11,3,16,47,4,1,30,85,0,4,1,1,1 +westbja01,2004,1,CLE,AL,33,3,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +wheelda01,2004,1,NYN,NL,32,5,1,1,0,0,0,0,0,0,0,1,0,0,1,0,0 +wheelda01,2004,2,HOU,NL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +whitega01,2004,1,NYA,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +whitega01,2004,2,CIN,NL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +whiteri01,2004,1,CLE,AL,59,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +whitero02,2004,1,DET,AL,121,448,76,121,21,2,19,67,1,2,39,77,4,8,0,3,13 +wickmbo01,2004,1,CLE,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wiggity01,2004,1,NYN,NL,86,312,46,89,23,2,12,42,6,1,23,48,4,1,1,2,11 +wiggity01,2004,2,PIT,NL,58,182,17,40,7,0,5,24,1,0,22,34,2,1,0,1,4 +wilkebr01,2004,1,MON,NL,160,572,112,146,39,2,32,67,13,6,106,152,8,4,3,3,6 +willibe02,2004,1,NYA,AL,148,561,105,147,29,1,22,70,1,5,85,96,5,2,1,2,19 +willida07,2004,1,PIT,NL,10,9,0,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +willido03,2004,1,FLO,NL,42,74,5,15,2,1,1,3,0,0,4,17,0,0,6,0,2 +willige02,2004,1,NYN,NL,57,129,17,30,8,2,4,11,2,1,8,26,1,0,1,0,2 +willije02,2004,1,SFN,NL,22,36,1,5,0,0,0,0,0,1,1,14,0,0,6,0,0 +willijo03,2004,1,FLO,NL,12,25,2,5,0,0,1,1,0,0,4,8,0,0,0,0,1 +willira01,2004,1,SEA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +willisc01,2004,1,BOS,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +willito02,2004,1,BAL,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +williwo02,2004,1,SLN,NL,34,61,3,11,4,0,0,2,0,0,1,22,0,1,5,2,0 +wilsocr03,2004,1,PIT,NL,155,561,97,148,35,5,29,82,2,2,50,169,3,30,0,3,11 +wilsoda01,2004,1,SEA,AL,103,319,23,80,13,0,2,33,0,1,26,57,0,1,8,5,8 +wilsoen01,2004,1,NYA,AL,93,240,19,51,9,0,6,31,1,2,15,20,0,0,2,5,5 +wilsoja02,2004,1,PIT,NL,157,652,82,201,41,12,11,59,8,4,26,71,0,3,7,5,15 +wilsopa02,2004,1,CIN,NL,29,60,2,6,2,0,0,2,0,0,2,37,0,1,7,0,0 +wilsopr01,2004,1,COL,NL,58,202,24,50,11,0,6,29,2,1,17,49,2,3,0,0,9 +wilsoto02,2004,1,NYN,NL,4,4,0,1,0,0,0,0,0,0,1,2,0,0,0,0,0 +wilsoto02,2004,2,LAN,NL,9,8,1,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +wilsova01,2004,1,NYN,NL,79,157,18,43,10,1,4,21,1,0,11,24,2,5,1,3,5 +winnra01,2004,1,SEA,AL,157,626,84,179,34,6,14,81,21,7,53,98,1,8,9,7,16 +wisede01,2004,1,ATL,NL,77,162,24,37,9,4,6,17,6,1,9,28,1,1,2,1,1 +wisema01,2004,1,MIL,NL,30,4,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +witasja01,2004,1,SDN,NL,44,5,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1 +wolfra02,2004,1,PHI,NL,25,45,6,12,2,0,3,8,0,0,1,10,0,0,8,1,1 +womacto01,2004,1,SLN,NL,145,553,91,170,22,3,5,38,26,5,36,60,1,3,8,6,6 +woodke02,2004,1,CHN,NL,22,45,2,6,1,0,1,3,0,0,2,11,0,0,5,1,0 +woodmi01,2004,1,KCA,AL,17,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +woodwch01,2004,1,TOR,AL,69,213,21,50,13,4,1,24,1,2,14,46,0,1,2,2,3 +wootesh01,2004,1,PHI,NL,33,53,2,9,3,0,0,2,0,0,2,9,0,2,0,0,4 +worreti01,2004,1,PHI,NL,77,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wrighda02,2004,1,CHA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wrighda03,2004,1,NYN,NL,69,263,41,77,17,1,14,40,6,0,14,40,0,3,0,3,7 +wrighja01,2004,1,COL,NL,14,19,1,1,1,0,0,0,0,0,0,12,0,0,8,0,0 +wrighja02,2004,1,ATL,NL,32,57,4,6,1,0,1,4,0,0,2,33,0,0,6,0,0 +wuertmi01,2004,1,CHN,NL,31,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +wunscke01,2004,1,CHA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +yanes01,2004,1,DET,AL,69,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +yatesty01,2004,1,NYN,NL,21,11,0,1,0,0,0,0,0,0,0,5,0,0,1,0,0 +youklke01,2004,1,BOS,AL,72,208,38,54,11,0,7,35,0,1,33,45,0,4,0,3,1 +youngch03,2004,1,TEX,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +youngdm01,2004,1,DET,AL,104,389,72,106,23,2,18,60,0,1,33,71,4,6,0,4,8 +younger01,2004,1,TEX,AL,104,344,55,99,25,2,1,27,14,9,43,28,0,8,4,3,9 +younger02,2004,1,CLE,AL,3,4,0,2,0,0,0,0,0,0,1,2,0,0,0,0,0 +youngja01,2004,1,COL,NL,2,2,0,0,0,0,0,1,0,0,0,0,0,0,2,1,0 +youngmi02,2004,1,TEX,AL,160,690,114,216,33,9,22,99,12,3,44,89,1,1,0,4,11 +zambrca01,2004,1,CHN,NL,31,70,8,16,1,0,1,5,0,0,3,29,0,0,8,1,2 +zambrvi01,2004,1,TBA,AL,23,5,1,1,1,0,0,1,0,0,0,1,0,0,0,0,0 +zambrvi01,2004,2,NYN,NL,3,6,0,1,0,0,0,0,0,0,0,1,0,0,1,0,0 +zaungr01,2004,1,TOR,AL,107,338,46,91,24,0,6,36,0,2,47,61,3,6,0,1,7 +zeileto01,2004,1,NYN,NL,137,348,30,81,16,0,9,35,0,0,44,83,1,1,1,2,13 +zinteal01,2004,1,ARI,NL,28,34,2,7,2,0,1,6,0,0,5,15,0,0,0,1,0 +zitoba01,2004,1,OAK,AL,34,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +abernbr01,2005,1,MIN,AL,24,67,5,16,1,0,1,6,2,0,7,9,0,1,3,1,2 +abreubo01,2005,1,PHI,NL,162,588,104,168,37,1,24,102,31,9,117,134,15,6,0,8,7 +accarje01,2005,1,SFN,NL,28,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +acevejo01,2005,1,COL,NL,36,8,0,1,0,0,0,0,0,0,1,6,0,1,1,0,0 +adamsmi03,2005,1,MIL,NL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +adamsru01,2005,1,TOR,AL,139,481,68,123,27,5,8,63,11,2,50,57,1,3,3,8,5 +adamste01,2005,1,PHI,NL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +adkinjo01,2005,1,CHA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +affelje01,2005,1,KCA,AL,49,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +aguilch01,2005,1,FLO,NL,65,78,11,19,3,0,0,4,0,1,3,19,0,0,0,0,0 +alexama02,2005,1,SDN,NL,10,18,0,2,1,0,0,0,0,0,2,5,1,1,0,0,0 +alfonan01,2005,1,FLO,NL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +alfoned01,2005,1,SFN,NL,109,368,36,102,17,1,2,43,2,0,27,34,1,2,1,4,11 +allench01,2005,1,TEX,AL,21,53,5,15,1,1,0,5,0,1,2,13,0,0,1,0,2 +almanar01,2005,1,ARI,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +almanca01,2005,1,TEX,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +alomasa02,2005,1,TEX,AL,46,128,11,35,7,0,0,14,0,0,5,12,0,1,3,0,3 +aloumo01,2005,1,SFN,NL,123,427,67,137,21,3,19,63,5,1,56,43,1,3,0,4,11 +alvarab01,2005,1,BOS,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +alvarwi01,2005,1,LAN,NL,21,2,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +ambrech01,2005,1,KCA,AL,53,145,25,35,8,0,4,9,3,2,16,32,1,2,3,1,5 +amezaal01,2005,1,COL,NL,2,3,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +amezaal01,2005,2,PIT,NL,3,3,1,0,0,0,0,0,1,0,1,0,0,0,0,0,0 +anderbr02,2005,1,KCA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +anderbr03,2005,1,CHA,AL,13,34,3,6,1,0,2,3,1,0,0,12,0,0,1,0,2 +anderga01,2005,1,LAA,AL,142,575,68,163,34,1,17,96,1,1,23,84,8,0,0,5,13 +anderja01,2005,1,NYA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +anderma01,2005,1,COL,NL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +anderma02,2005,1,NYN,NL,123,235,31,62,9,0,7,19,6,1,18,45,0,1,4,2,2 +andinro01,2005,1,FLO,NL,17,44,4,7,4,0,0,1,1,0,5,8,1,0,1,0,2 +aquingr01,2005,1,ARI,NL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ardoida01,2005,1,COL,NL,80,210,28,48,10,0,6,22,1,1,20,69,2,9,7,2,8 +armasto02,2005,1,WAS,NL,19,32,1,4,0,0,0,0,0,0,1,13,0,0,1,0,0 +arroybr01,2005,1,BOS,AL,35,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +astacez01,2005,1,HOU,NL,22,21,0,3,0,0,0,0,0,0,0,12,0,0,2,0,0 +astacpe01,2005,1,TEX,AL,12,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +astacpe01,2005,2,SDN,NL,12,16,1,1,0,0,0,1,0,0,1,5,0,0,5,0,2 +atchisc01,2005,1,SEA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +atkinga01,2005,1,COL,NL,138,519,62,149,31,1,13,89,0,2,45,72,1,5,0,4,18 +aurilri01,2005,1,CIN,NL,114,426,61,120,23,2,14,68,2,0,37,67,2,1,1,3,8 +ausmubr01,2005,1,HOU,NL,134,387,35,100,19,0,3,47,5,3,51,48,8,5,7,1,17 +ayalalu01,2005,1,WAS,NL,68,3,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0 +aybarma01,2005,1,NYN,NL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +aybarwi01,2005,1,LAN,NL,26,86,12,28,8,0,1,10,3,1,18,11,0,1,0,0,0 +backebr01,2005,1,HOU,NL,28,45,5,10,2,2,0,6,1,0,3,12,0,0,5,0,0 +baergca01,2005,1,WAS,NL,93,158,18,40,7,0,2,19,0,0,7,17,0,8,1,0,4 +baezda01,2005,1,TBA,AL,67,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bagweje01,2005,1,HOU,NL,39,100,11,25,4,0,3,19,0,0,18,21,1,1,0,4,2 +bajenje01,2005,1,CHA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bakerje03,2005,1,COL,NL,12,38,6,8,4,0,1,4,0,0,5,12,0,0,0,0,1 +bakersc02,2005,1,MIN,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bakopa01,2005,1,LAN,NL,13,40,1,10,2,0,0,4,0,0,7,12,1,0,0,0,0 +baldwja01,2005,1,BAL,AL,12,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +baldwja01,2005,2,TEX,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +baldwja01,2005,3,BAL,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barajro01,2005,1,TEX,AL,120,410,53,104,24,0,21,60,0,0,26,70,0,6,4,3,6 +bardjo01,2005,1,CLE,AL,34,83,6,16,4,0,1,9,0,0,9,11,0,0,1,2,2 +barmecl01,2005,1,COL,NL,81,350,55,101,19,1,10,46,6,4,16,36,1,6,4,1,4 +barremi01,2005,1,CHN,NL,133,424,48,117,32,3,16,61,0,3,40,61,3,7,2,4,7 +bartlja01,2005,1,MIN,AL,74,224,33,54,10,1,3,16,4,0,21,37,0,4,2,1,6 +bartocl01,2005,1,CHN,NL,19,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +batismi01,2005,1,TOR,AL,71,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bauerri01,2005,1,BAL,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bautide01,2005,1,KCA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bautijo02,2005,1,PIT,NL,11,28,3,4,1,0,0,1,1,0,3,7,0,0,0,0,2 +bayja01,2005,1,PIT,NL,162,599,110,183,44,6,32,101,21,1,95,142,9,6,0,7,12 +baylijo01,2005,1,KCA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bazaryo01,2005,1,FLO,NL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +beanco01,2005,1,NYA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +beckejo02,2005,1,FLO,NL,29,59,5,9,3,0,1,6,0,0,7,17,0,0,4,1,1 +bedarer01,2005,1,BAL,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +beimejo01,2005,1,TBA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +belisma01,2005,1,CIN,NL,61,7,0,1,0,0,0,0,0,0,0,3,0,0,1,0,0 +bellda01,2005,1,PHI,NL,150,557,53,138,31,1,10,61,0,1,47,69,6,5,4,4,24 +bellhe01,2005,1,NYN,NL,42,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +bellhma01,2005,1,BOS,AL,85,283,41,61,20,0,7,28,3,0,49,109,1,0,0,3,4 +bellhma01,2005,2,NYA,AL,9,17,2,2,0,0,1,2,0,0,3,3,0,0,0,0,0 +belliro01,2005,1,CLE,AL,145,536,71,152,36,1,17,78,2,2,35,72,0,1,8,7,17 +bellro01,2005,1,TBA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +beltrad01,2005,1,SEA,AL,156,603,69,154,36,1,19,87,3,1,38,108,6,5,0,4,15 +beltrca01,2005,1,NYN,NL,151,582,83,155,34,2,16,78,17,6,56,96,5,2,4,6,9 +benitar01,2005,1,SFN,NL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bennega01,2005,1,WAS,NL,68,199,11,44,7,0,1,21,0,1,21,37,3,2,3,3,7 +benoijo01,2005,1,TEX,AL,33,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bensokr01,2005,1,NYN,NL,28,49,4,9,1,0,0,6,0,0,5,22,0,1,6,0,0 +bentzch01,2005,1,FLO,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bergmja01,2005,1,WAS,NL,15,3,2,1,0,0,0,0,0,0,1,0,0,0,0,0,0 +bergowi01,2005,1,CIN,NL,17,38,3,5,0,0,0,1,0,0,0,10,0,0,0,0,1 +berkmla01,2005,1,HOU,NL,132,468,76,137,34,1,24,82,4,1,91,72,12,4,0,2,18 +bernead01,2005,1,ATL,NL,36,1,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0 +berroan01,2005,1,KCA,AL,159,608,68,164,21,5,11,55,7,5,18,108,3,14,10,2,13 +betanra01,2005,1,CLE,AL,54,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +betanyu01,2005,1,SEA,AL,60,211,24,54,11,5,1,15,1,3,11,24,0,2,2,2,2 +betemwi01,2005,1,ATL,NL,115,246,36,75,12,4,4,20,1,3,22,55,4,0,4,2,5 +bigbila01,2005,1,BAL,AL,67,206,22,51,9,1,5,21,3,3,21,49,1,0,5,2,2 +bigbila01,2005,2,COL,NL,23,66,5,14,1,1,0,2,2,0,3,18,0,1,0,0,0 +biggicr01,2005,1,HOU,NL,155,590,94,156,40,1,26,69,11,1,37,90,2,17,4,3,10 +blakeca01,2005,1,CLE,AL,147,523,72,126,32,1,23,58,4,5,43,116,3,10,2,5,9 +blaloha01,2005,1,TEX,AL,161,647,80,170,34,0,25,92,1,0,51,132,1,3,0,4,16 +blancan01,2005,1,KCA,AL,26,79,6,17,0,1,0,5,0,1,0,5,0,1,4,2,3 +blanche01,2005,1,CHN,NL,54,161,16,39,6,0,6,25,0,0,11,24,1,0,4,2,6 +blancto01,2005,1,WAS,NL,56,62,7,11,3,0,1,7,1,0,2,19,0,1,0,0,0 +blantjo01,2005,1,OAK,AL,33,3,0,1,0,0,0,0,0,0,0,0,0,0,1,0,1 +bloomwi01,2005,1,SEA,AL,82,249,27,64,15,2,0,22,14,1,11,38,0,1,4,2,5 +blumge01,2005,1,SDN,NL,78,224,26,54,13,1,5,22,3,2,24,28,0,3,0,1,5 +blumge01,2005,2,CHA,AL,31,95,6,19,2,1,1,3,0,1,4,15,0,0,0,0,1 +bocachi01,2005,1,OAK,AL,9,19,2,2,0,0,0,0,0,0,0,7,0,0,0,0,0 +bondeje01,2005,1,DET,AL,29,6,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +bondsba01,2005,1,SFN,NL,14,42,8,12,1,0,5,10,0,0,9,6,3,0,0,1,0 +bookech01,2005,1,CIN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +booneaa01,2005,1,CLE,AL,143,511,61,124,19,1,16,60,9,3,35,92,3,9,4,6,16 +boonebr01,2005,1,SEA,AL,74,273,30,63,15,3,7,34,4,2,24,52,2,3,1,1,9 +boonebr01,2005,2,MIN,AL,14,53,3,9,0,0,0,3,0,0,4,13,0,1,0,0,3 +bootcch01,2005,1,LAA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +borchjo01,2005,1,CHA,AL,7,12,0,5,2,0,0,0,0,1,0,4,0,0,0,0,0 +bordepa01,2005,1,SEA,AL,39,117,12,23,5,0,1,7,0,0,4,22,1,1,2,1,4 +borowjo01,2005,1,CHN,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +borowjo01,2005,2,TBA,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bottari01,2005,1,MIL,NL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bottsja01,2005,1,TEX,AL,10,27,4,8,0,0,0,3,0,0,3,13,0,0,0,0,1 +bowyetr01,2005,1,MIN,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +boyerbl01,2005,1,ATL,NL,43,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bradfch01,2005,1,BOS,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bradlmi01,2005,1,LAN,NL,75,283,49,82,14,1,13,38,6,1,25,47,1,2,4,1,6 +branyru01,2005,1,MIL,NL,85,202,23,52,11,0,12,31,1,0,39,80,10,0,1,0,3 +brazede01,2005,1,TBA,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brazoyh01,2005,1,LAN,NL,74,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +breslcr01,2005,1,SDN,NL,14,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +britoeu01,2005,1,PHI,NL,6,7,1,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +brocado01,2005,1,TEX,AL,61,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brookfr01,2005,1,ATL,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brousbe01,2005,1,CLE,AL,142,466,59,119,30,5,19,68,2,2,32,98,5,4,0,3,4 +broweji01,2005,1,SFN,NL,32,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +broweji01,2005,2,ATL,NL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brownem01,2005,1,KCA,AL,150,545,75,156,31,5,17,86,10,1,48,108,1,8,1,7,14 +brownke01,2005,1,NYA,AL,13,2,0,1,1,0,0,0,0,0,0,1,0,0,0,0,0 +broxtjo01,2005,1,LAN,NL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brunebr01,2005,1,ARI,NL,47,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brunter01,2005,1,HOU,NL,91,109,19,24,5,2,4,14,7,2,10,25,0,1,1,0,4 +bubelja01,2005,1,SEA,AL,11,19,3,2,0,0,0,0,1,0,1,4,0,0,0,0,1 +buckjo01,2005,1,KCA,AL,118,401,40,97,21,1,12,47,2,2,23,94,2,3,1,2,9 +buehrma01,2005,1,CHA,AL,33,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +bukviry01,2005,1,TEX,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bulgeja01,2005,1,ARI,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bullibr01,2005,1,PIT,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bumpna01,2005,1,FLO,NL,31,5,1,1,0,0,0,0,0,0,0,4,0,0,1,0,0 +burgoam01,2005,1,KCA,AL,59,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +burkech01,2005,1,HOU,NL,108,318,49,79,19,2,5,26,11,6,23,62,0,6,9,3,7 +burkeja02,2005,1,CHA,AL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +burneaj01,2005,1,FLO,NL,32,68,3,10,2,2,1,2,0,0,1,34,0,1,9,0,1 +burnije01,2005,1,CHN,NL,160,605,84,156,31,2,24,87,5,4,57,109,3,3,1,5,12 +burnsmi01,2005,1,HOU,NL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +burrepa01,2005,1,PHI,NL,154,562,78,158,27,1,32,117,0,0,99,160,6,3,0,5,12 +burrose01,2005,1,SDN,NL,93,284,20,71,7,2,1,17,4,0,24,41,4,5,3,1,7 +bushda01,2005,1,TOR,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bynumfr01,2005,1,OAK,AL,7,7,0,2,1,0,0,1,0,0,0,3,0,0,0,0,0 +byrdati01,2005,1,BAL,AL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +byrdma01,2005,1,PHI,NL,5,13,0,4,0,0,0,0,0,0,1,3,0,1,0,0,0 +byrdma01,2005,2,WAS,NL,74,216,20,57,15,2,2,26,5,1,18,47,1,1,5,4,5 +byrdpa01,2005,1,LAA,AL,31,4,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +byrneer01,2005,1,OAK,AL,59,192,30,51,15,2,7,24,2,2,14,27,0,7,1,1,1 +byrneer01,2005,2,COL,NL,15,53,2,10,2,0,0,5,2,0,7,11,0,0,0,0,1 +byrneer01,2005,3,BAL,AL,52,167,17,32,7,1,3,11,3,0,11,33,0,1,2,0,5 +cabreda01,2005,1,BAL,AL,29,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +cabrefe01,2005,1,CLE,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cabreme01,2005,1,NYA,AL,6,19,1,4,0,0,0,0,0,0,0,2,0,0,0,0,0 +cabremi01,2005,1,FLO,NL,158,613,106,198,43,2,33,116,1,0,64,125,12,2,0,6,20 +cabreor01,2005,1,LAA,AL,141,540,70,139,28,3,8,57,21,2,38,50,4,3,4,2,10 +cainma01,2005,1,SFN,NL,7,15,1,1,1,0,0,0,0,0,0,6,0,0,1,0,0 +cairomi01,2005,1,NYN,NL,100,327,31,82,18,0,2,19,13,3,19,31,2,4,12,5,5 +calerki01,2005,1,OAK,AL,58,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +calica01,2005,1,SLN,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +calzana01,2005,1,BAL,AL,4,5,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +camermi01,2005,1,NYN,NL,76,308,47,84,23,2,12,39,13,1,29,85,0,4,1,1,5 +campijo01,2005,1,SEA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +campsh01,2005,1,KCA,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +canoro01,2005,1,NYA,AL,132,522,78,155,34,4,14,62,1,3,16,68,1,3,7,3,16 +cantujo01,2005,1,TBA,AL,150,598,73,171,40,1,28,117,1,0,19,83,1,6,0,7,24 +capeljo01,2005,1,MIL,NL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cappsma01,2005,1,PIT,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +capuach01,2005,1,MIL,NL,35,71,5,12,3,0,0,9,0,0,2,33,0,0,5,1,1 +carlybu01,2005,1,LAN,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +carpech01,2005,1,SLN,NL,33,77,7,5,2,0,0,2,0,1,5,23,0,0,10,1,2 +carradj01,2005,1,KCA,AL,21,7,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +carragi01,2005,1,LAN,NL,72,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +carrahe01,2005,1,WAS,NL,64,8,1,0,0,0,0,0,0,0,0,7,0,0,2,0,0 +carroja01,2005,1,WAS,NL,113,303,44,76,8,1,0,22,3,4,34,55,1,5,13,3,2 +cartela02,2005,1,TBA,AL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +carvama01,2005,1,COL,NL,39,4,0,1,0,0,0,2,0,0,0,3,0,0,0,0,0 +casanra01,2005,1,CHA,AL,6,5,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +caseyse01,2005,1,CIN,NL,137,529,75,165,32,0,9,58,2,0,48,48,3,5,0,5,27 +cashke01,2005,1,TBA,AL,13,31,4,5,1,0,2,2,0,0,1,13,0,1,0,0,3 +cassisc01,2005,1,BOS,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cassisc01,2005,2,SDN,NL,10,1,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +castial01,2005,1,KCA,AL,34,100,13,21,5,1,1,14,1,0,12,21,0,0,1,1,2 +castial01,2005,2,OAK,AL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +castifr01,2005,1,FLO,NL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +castijo02,2005,1,PIT,NL,101,370,49,99,16,3,11,53,2,3,23,59,3,0,1,4,11 +castilu01,2005,1,FLO,NL,122,439,72,132,12,4,4,30,10,7,65,32,1,1,18,1,11 +castivi02,2005,1,WAS,NL,142,494,53,125,36,1,12,66,4,2,43,82,7,7,1,4,16 +castrbe01,2005,1,BAL,AL,24,80,14,23,3,1,0,7,6,2,9,10,0,0,0,0,0 +castrju01,2005,1,MIN,AL,97,272,27,70,18,1,5,33,0,1,9,39,1,0,9,2,8 +castrra01,2005,1,NYN,NL,99,209,26,51,16,0,8,41,1,0,25,58,2,0,3,3,7 +catalfr01,2005,1,TOR,AL,130,419,56,126,29,5,8,59,0,2,37,53,0,10,4,5,9 +cedenro01,2005,1,SLN,NL,37,57,4,9,1,0,0,8,0,2,2,6,0,1,0,1,2 +cedenro02,2005,1,CHN,NL,41,80,13,24,3,0,1,6,1,0,5,11,1,2,2,0,4 +cepicma01,2005,1,WAS,NL,11,25,1,6,3,0,0,3,0,1,1,8,0,0,0,0,1 +cerdaja01,2005,1,KCA,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chacigu01,2005,1,TOR,AL,34,7,1,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +chacosh01,2005,1,COL,NL,13,20,0,3,0,0,0,1,0,0,2,8,0,0,3,0,1 +chacosh01,2005,2,NYA,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chavean02,2005,1,SFN,NL,10,19,1,5,1,0,0,1,0,0,0,3,0,0,1,0,0 +chaveen01,2005,1,WAS,NL,7,9,2,2,1,0,0,1,0,1,3,1,0,0,0,0,1 +chaveen01,2005,2,PHI,NL,91,107,17,23,3,3,0,10,2,1,4,13,0,0,7,0,2 +chaveer01,2005,1,OAK,AL,160,625,92,168,40,1,27,101,6,0,58,129,4,2,0,9,9 +chavera01,2005,1,HOU,NL,37,99,6,17,3,0,2,6,1,0,4,18,0,1,0,1,5 +chenbr01,2005,1,BAL,AL,34,3,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0 +chench01,2005,1,LAN,NL,7,8,1,2,0,0,0,2,0,0,0,4,0,0,0,0,0 +childma01,2005,1,ATL,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +choatra01,2005,1,ARI,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +choihe01,2005,1,LAN,NL,133,320,40,81,15,2,15,42,1,3,34,80,1,8,2,4,10 +choosh01,2005,1,SEA,AL,10,18,1,1,0,0,0,1,0,0,3,4,0,0,0,0,0 +chrisja01,2005,1,SFN,NL,56,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chrisja01,2005,2,LAA,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chulkvi01,2005,1,TOR,AL,62,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +churcry01,2005,1,WAS,NL,102,268,41,77,15,3,9,42,3,2,24,70,0,5,1,3,6 +cintral01,2005,1,ARI,NL,122,330,36,90,19,2,8,48,1,2,12,33,3,1,2,3,8 +cirilje01,2005,1,MIL,NL,77,185,29,52,15,0,4,23,4,2,23,22,0,4,7,0,3 +clarkbr02,2005,1,MIL,NL,145,599,94,183,31,1,13,53,10,13,47,55,1,18,8,2,13 +clarkdo01,2005,1,SFN,NL,8,5,2,0,0,0,0,0,0,0,1,2,0,0,0,0,0 +clarkje02,2005,1,OAK,AL,4,0,2,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +clarkto02,2005,1,ARI,NL,130,349,47,106,22,2,30,87,0,0,37,88,6,1,0,6,10 +clausbr01,2005,1,CIN,NL,29,55,3,5,0,0,0,0,0,0,3,22,0,0,6,0,0 +claytro01,2005,1,ARI,NL,143,522,59,141,28,4,2,44,13,3,38,105,0,1,10,2,19 +clemema01,2005,1,BOS,AL,32,3,0,0,0,0,0,0,0,0,1,2,0,0,0,0,0 +clemero02,2005,1,HOU,NL,32,58,2,12,2,0,0,4,0,0,5,18,0,1,5,0,1 +clossjd01,2005,1,COL,NL,92,237,31,52,12,2,7,27,1,0,32,48,1,1,1,1,9 +coffeto01,2005,1,CIN,NL,57,3,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +colomje01,2005,1,TBA,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +colonba01,2005,1,LAA,AL,33,3,0,1,0,0,0,1,0,0,0,2,0,0,0,0,0 +colonro01,2005,1,ATL,NL,23,7,0,0,0,0,0,0,0,0,0,5,0,0,1,0,0 +colonro01,2005,2,DET,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +coninje01,2005,1,FLO,NL,131,335,42,102,20,2,3,33,2,0,38,58,2,3,2,6,12 +contrjo01,2005,1,CHA,AL,32,3,0,0,0,0,0,0,0,0,1,2,0,0,0,0,0 +cookaa01,2005,1,COL,NL,13,30,3,5,0,1,0,0,0,0,1,12,0,0,5,0,0 +coopebr01,2005,1,SFN,NL,8,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +coraal01,2005,1,CLE,AL,49,146,11,30,5,2,1,8,6,0,5,18,0,4,1,1,3 +coraal01,2005,2,BOS,AL,47,104,14,28,3,2,2,16,1,2,6,12,0,1,3,2,3 +corcoti02,2005,1,TBA,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cordech01,2005,1,WAS,NL,74,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cordefr01,2005,1,TEX,AL,69,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cordewi01,2005,1,WAS,NL,29,51,2,6,2,0,0,2,0,0,3,14,1,0,0,2,0 +cormila01,2005,1,ARI,NL,67,6,0,2,0,0,0,1,0,0,0,1,0,0,1,0,1 +cormirh01,2005,1,PHI,NL,57,1,0,0,0,0,0,0,0,0,0,1,0,0,2,0,0 +correke01,2005,1,SFN,NL,16,14,0,1,0,0,0,0,0,0,3,5,0,0,1,0,0 +corteda01,2005,1,COL,NL,50,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cortefe01,2005,1,TBA,AL,8,13,0,1,0,0,0,1,0,0,1,3,0,0,0,0,0 +costash01,2005,1,KCA,AL,27,81,13,19,2,0,2,7,0,0,5,11,0,1,1,0,3 +cotahu01,2005,1,PIT,NL,93,297,29,72,20,1,7,43,0,0,17,80,2,2,1,3,8 +cottsne01,2005,1,CHA,AL,69,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +counscr01,2005,1,ARI,NL,150,578,85,148,34,4,9,42,26,7,78,69,4,8,2,4,8 +crainje01,2005,1,MIN,AL,75,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +crawfca02,2005,1,TBA,AL,156,644,101,194,33,15,15,81,46,8,27,84,1,5,5,6,11 +credejo01,2005,1,CHA,AL,132,432,54,109,21,0,22,62,1,1,25,66,3,8,2,4,7 +creekdo01,2005,1,DET,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +crispco01,2005,1,CLE,AL,145,594,86,178,42,4,16,69,15,6,44,81,1,0,13,5,7 +crosbbo01,2005,1,OAK,AL,84,333,66,92,25,4,9,38,0,0,35,54,0,1,1,1,10 +crosbbu01,2005,1,NYA,AL,76,98,15,27,0,1,1,6,4,1,4,14,0,0,1,0,1 +croweji01,2005,1,FLO,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cruzde01,2005,1,SFN,NL,81,209,26,56,10,1,5,19,0,1,10,31,1,0,2,0,5 +cruzde01,2005,2,WAS,NL,20,51,2,13,1,0,0,1,0,0,1,3,0,1,1,0,0 +cruzja01,2005,1,CIN,NL,110,127,12,30,10,0,4,18,0,0,16,46,1,1,0,1,0 +cruzjo02,2005,1,ARI,NL,64,202,23,43,9,0,12,28,0,1,42,54,2,0,0,1,6 +cruzjo02,2005,2,BOS,AL,4,12,0,3,1,0,0,0,0,0,1,4,0,0,0,0,0 +cruzjo02,2005,3,LAN,NL,47,156,23,47,14,2,6,22,0,1,23,43,1,0,0,0,4 +cruzju02,2005,1,OAK,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cruzne02,2005,1,MIL,NL,8,5,1,1,1,0,0,0,0,0,2,0,0,0,0,0,0 +cuddymi01,2005,1,MIN,AL,126,422,55,111,25,3,12,42,3,4,41,93,5,3,1,3,19 +cummimi01,2005,1,BAL,AL,2,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +dallibr01,2005,1,SFN,NL,7,7,1,1,1,0,0,0,0,0,0,0,0,0,0,0,1 +damonjo01,2005,1,BOS,AL,148,624,117,197,35,6,10,75,18,1,53,69,3,2,0,9,5 +darenvi01,2005,1,DET,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +daubabr01,2005,1,NYN,NL,15,25,4,3,2,0,1,3,0,0,7,5,1,1,0,1,2 +davanje02,2005,1,LAA,AL,108,225,42,52,10,1,2,15,11,6,39,44,1,2,3,2,6 +davieky01,2005,1,ATL,NL,21,15,0,3,0,0,0,4,0,0,2,3,0,0,10,1,0 +davisdo02,2005,1,MIL,NL,35,73,2,10,3,1,0,3,0,0,1,34,0,0,2,0,1 +davisja02,2005,1,CLE,AL,11,2,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +davisjj01,2005,1,WAS,NL,14,26,0,6,0,0,0,2,1,1,2,7,0,0,0,0,2 +daviska01,2005,1,MIL,NL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dayza01,2005,1,WAS,NL,12,8,0,1,0,0,0,0,0,0,0,3,0,0,1,0,0 +dayza01,2005,2,COL,NL,5,3,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +dejeami01,2005,1,NYN,NL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dejeami01,2005,2,COL,NL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dejesda01,2005,1,KCA,AL,122,461,69,135,31,6,9,56,5,5,42,76,1,9,5,6,6 +delarjo01,2005,1,MIL,NL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +delcama01,2005,1,BOS,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +delgaca01,2005,1,FLO,NL,144,521,81,157,41,3,33,115,0,0,72,121,20,17,0,6,16 +delluda01,2005,1,TEX,AL,128,435,97,109,17,5,29,65,5,3,76,121,0,5,0,2,7 +delosva01,2005,1,FLO,NL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +demarch01,2005,1,KCA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dempsry01,2005,1,CHN,NL,63,14,0,1,0,0,0,0,0,0,0,5,0,0,0,0,0 +denorch01,2005,1,CIN,NL,18,38,8,10,3,0,1,2,1,0,6,9,0,0,0,0,1 +depaujo01,2005,1,NYA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +derosma01,2005,1,TEX,AL,66,148,26,36,5,0,8,20,1,0,16,35,0,2,0,0,5 +desseel01,2005,1,LAN,NL,28,10,0,0,0,0,0,0,0,0,0,6,0,0,0,0,0 +devinjo01,2005,1,ATL,NL,5,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +diazei01,2005,1,SLN,NL,58,130,14,27,6,0,1,17,0,0,5,12,0,2,2,0,8 +diazma02,2005,1,KCA,AL,34,89,7,25,4,2,1,9,0,1,4,15,0,2,1,1,3 +diazvi01,2005,1,NYN,NL,89,280,41,72,17,3,12,38,6,2,30,82,7,1,0,2,13 +dickera01,2005,1,TEX,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +difelmi01,2005,1,NYN,NL,11,17,0,2,0,0,0,0,0,0,2,5,0,0,0,0,1 +dillojo02,2005,1,FLO,NL,27,36,6,6,1,0,1,1,0,0,1,8,0,1,1,0,3 +dinarle01,2005,1,BOS,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dingmcr01,2005,1,DET,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dobbsgr01,2005,1,SEA,AL,59,142,8,35,7,1,1,20,1,0,9,25,3,0,1,2,4 +dohmasc01,2005,1,COL,NL,32,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dominan01,2005,1,TOR,AL,2,2,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0 +dominju01,2005,1,TEX,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +donnebr01,2005,1,LAA,AL,66,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +doteloc01,2005,1,OAK,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +douglse01,2005,1,DET,AL,18,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +doumiry01,2005,1,PIT,NL,75,231,25,59,13,1,6,35,2,1,11,48,1,13,1,1,5 +downssc01,2005,1,TOR,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dresery01,2005,1,TEX,AL,12,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +dresery01,2005,2,WAS,NL,12,14,0,1,0,0,0,0,0,0,0,10,0,0,5,0,0 +drewjd01,2005,1,LAN,NL,72,252,48,72,12,1,15,36,1,1,51,50,3,5,0,3,3 +drisktr01,2005,1,HOU,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +duboija01,2005,1,CHN,NL,52,142,15,34,12,0,7,22,0,1,7,49,1,3,0,0,3 +duboija01,2005,2,CLE,AL,14,45,6,10,0,0,2,2,0,0,5,25,0,0,0,0,0 +duboser01,2005,1,BAL,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +duchsju01,2005,1,OAK,AL,65,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +duckwbr01,2005,1,HOU,NL,7,3,1,2,1,0,0,0,0,0,0,0,0,0,0,0,0 +duffych01,2005,1,PIT,NL,39,126,22,43,4,2,1,9,2,2,7,22,0,2,1,0,1 +dukeza01,2005,1,PIT,NL,14,28,1,4,0,0,0,1,0,0,2,10,0,0,0,1,2 +duncach01,2005,1,SLN,NL,9,10,2,2,1,0,1,3,0,0,0,5,0,0,0,0,1 +dunnad01,2005,1,CIN,NL,160,543,107,134,35,2,40,101,4,2,114,168,14,12,0,2,6 +durazer01,2005,1,OAK,AL,41,152,15,36,6,1,4,16,1,0,14,24,0,1,0,0,6 +durhara01,2005,1,SFN,NL,142,497,67,144,33,0,12,62,6,3,48,59,2,7,1,7,19 +durritr01,2005,1,MIL,NL,28,14,3,3,1,0,0,2,5,2,1,3,0,0,3,0,0 +dyeje01,2005,1,CHA,AL,145,529,74,145,29,2,31,86,11,4,39,99,3,9,0,2,15 +easleda01,2005,1,FLO,NL,102,267,37,64,19,1,9,30,4,1,26,47,3,4,3,4,6 +eatonad01,2005,1,SDN,NL,26,46,2,8,0,1,0,2,0,1,3,18,0,0,3,0,0 +eckstda01,2005,1,SLN,NL,158,630,90,185,26,7,8,61,11,8,58,44,0,13,8,4,13 +edmonji01,2005,1,SLN,NL,142,467,88,123,37,1,29,89,5,5,91,139,10,4,1,4,6 +edwarmi02,2005,1,LAN,NL,88,239,23,59,9,2,3,15,1,1,16,34,0,2,1,0,6 +eischjo01,2005,1,WAS,NL,58,3,0,1,0,0,0,0,0,0,0,2,0,0,1,0,0 +elartsc01,2005,1,CLE,AL,31,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +eldrebr01,2005,1,PIT,NL,55,190,23,42,9,0,12,27,1,1,13,77,0,3,0,2,5 +eldreca01,2005,1,SLN,NL,31,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +ellisja01,2005,1,SFN,NL,131,352,49,93,18,2,4,24,14,6,24,44,1,3,6,1,7 +ellisma01,2005,1,OAK,AL,122,434,76,137,21,5,13,52,1,3,44,51,1,4,4,0,10 +embreal01,2005,1,BOS,AL,43,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +embreal01,2005,2,NYA,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +encared01,2005,1,CIN,NL,69,211,25,49,16,0,9,31,3,0,20,60,2,3,0,0,8 +encarju01,2005,1,FLO,NL,141,506,59,145,27,3,16,76,6,5,41,104,2,9,4,3,9 +ensbemo01,2005,1,HOU,NL,150,526,86,149,30,3,36,101,6,7,85,119,9,8,0,5,12 +ericksc01,2005,1,LAN,NL,19,13,0,2,0,0,0,0,0,0,0,5,0,0,1,0,0 +erstada01,2005,1,LAA,AL,153,609,86,166,33,3,7,66,10,3,47,109,3,1,4,2,8 +escalfe01,2005,1,NYA,AL,10,14,0,4,1,0,0,2,0,0,1,4,0,1,1,0,1 +escobke01,2005,1,LAA,AL,16,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +esposmi01,2005,1,COL,NL,3,5,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0 +estessh01,2005,1,ARI,NL,21,29,2,2,0,1,0,0,1,0,0,7,0,0,2,0,1 +estrajo01,2005,1,ATL,NL,105,357,31,93,26,0,4,39,0,0,20,38,6,3,0,3,13 +etherse01,2005,1,OAK,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +evelada01,2005,1,MIL,NL,27,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +everead01,2005,1,HOU,NL,152,549,58,136,27,2,11,54,21,7,26,103,1,8,8,4,5 +evereca01,2005,1,CHA,AL,135,490,58,123,17,2,23,87,4,5,42,99,2,5,0,10,11 +eyresc01,2005,1,SFN,NL,86,2,0,0,0,0,0,0,0,0,1,2,0,0,0,0,0 +falkebr01,2005,1,SDN,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +farnsky01,2005,1,DET,AL,46,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +farnsky01,2005,2,ATL,NL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fasansa01,2005,1,BAL,AL,64,160,25,40,3,0,11,20,0,0,9,41,0,5,0,0,5 +fasseje01,2005,1,SFN,NL,48,13,0,0,0,0,0,0,0,0,0,6,0,0,1,0,0 +feldmsc01,2005,1,TEX,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +felizpe01,2005,1,SFN,NL,156,569,69,142,30,4,20,81,0,2,38,102,1,1,1,6,20 +fickro01,2005,1,SDN,NL,93,230,25,61,10,2,3,30,0,2,26,33,2,1,1,2,4 +fieldna01,2005,1,KCA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fieldpr01,2005,1,MIL,NL,39,59,2,17,4,0,2,10,0,0,2,17,0,0,0,1,0 +figgich01,2005,1,LAA,AL,158,642,113,186,25,10,8,57,62,17,64,101,1,0,9,5,9 +finlest01,2005,1,LAA,AL,112,406,41,90,20,3,12,54,8,4,26,71,3,3,1,4,6 +fioreje01,2005,1,BAL,AL,13,44,7,11,2,0,1,5,1,0,2,10,0,0,0,1,0 +flahejo01,2005,1,NYA,AL,47,127,10,21,5,0,2,11,0,0,6,26,0,1,2,2,4 +florera01,2005,1,SLN,NL,50,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +florero01,2005,1,OAK,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +floydcl01,2005,1,NYN,NL,150,550,85,150,22,2,34,98,12,2,63,98,13,11,0,2,5 +floydga01,2005,1,PHI,NL,7,9,0,1,0,0,0,0,0,0,0,5,0,0,0,0,0 +foggjo01,2005,1,PIT,NL,34,47,3,5,1,0,0,3,0,0,3,14,0,0,6,0,0 +fontemi01,2005,1,CHN,NL,7,2,4,0,0,0,0,0,0,0,2,0,0,1,0,0,0 +foppeje01,2005,1,SFN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fordle01,2005,1,MIN,AL,147,522,70,138,30,4,7,53,13,6,45,85,2,16,2,5,9 +fossuca01,2005,1,TBA,AL,36,2,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +fostejo01,2005,1,ATL,NL,62,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +foulkke01,2005,1,BOS,AL,43,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +foxch02,2005,1,CHN,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +francje01,2005,1,COL,NL,33,58,7,6,2,0,0,4,0,0,7,27,0,0,6,0,1 +francje02,2005,1,ATL,NL,70,257,41,77,20,1,14,45,3,2,11,58,3,4,0,2,4 +francjo01,2005,1,HOU,NL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +francju01,2005,1,ATL,NL,108,233,30,64,12,1,9,42,4,0,27,57,1,1,1,3,10 +frankry01,2005,1,SEA,AL,32,4,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +frankwa01,2005,1,NYA,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +frasoja01,2005,1,TOR,AL,67,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +freelry01,2005,1,CIN,NL,103,369,69,100,19,3,4,21,36,10,51,59,0,8,3,0,9 +freemch01,2005,1,COL,NL,18,22,6,6,1,1,0,0,0,0,0,5,0,0,0,0,0 +freiral01,2005,1,BAL,AL,25,65,7,16,3,0,1,4,0,0,6,17,0,1,0,0,4 +fuentbr01,2005,1,COL,NL,78,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fultzaa01,2005,1,PHI,NL,62,3,1,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +furcara01,2005,1,ATL,NL,154,616,100,175,31,11,12,58,46,10,62,78,3,1,5,5,11 +furmajj01,2005,1,PIT,NL,13,26,3,5,1,1,0,1,0,0,4,4,0,0,0,0,0 +gagneer01,2005,1,LAN,NL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +galljo01,2005,1,SLN,NL,22,37,5,10,3,0,2,10,0,0,1,8,0,0,0,1,0 +gallomi01,2005,1,HOU,NL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +garabed01,2005,1,COL,NL,42,88,15,27,5,0,1,8,3,2,8,12,0,3,3,0,2 +garcifr02,2005,1,CHA,AL,33,7,0,0,0,0,0,0,0,0,0,1,0,0,2,0,0 +garcija01,2005,1,OAK,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +garcije01,2005,1,SDN,NL,16,36,4,6,0,0,2,4,0,0,3,11,1,0,0,0,0 +garcino01,2005,1,CHN,NL,62,230,28,65,12,0,9,30,0,0,12,24,0,2,0,3,6 +gardnle01,2005,1,TBA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +garkory01,2005,1,CLE,AL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +garlajo01,2005,1,CHA,AL,32,2,0,1,0,0,0,1,0,0,0,1,0,0,0,0,0 +gassnda01,2005,1,MIN,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gathrjo01,2005,1,TBA,AL,76,203,29,56,7,3,0,13,20,5,10,39,0,2,3,0,5 +gaudich01,2005,1,TOR,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gearyge01,2005,1,PHI,NL,40,6,0,1,0,0,0,0,0,0,0,4,0,0,0,0,0 +germaes01,2005,1,TEX,AL,5,4,3,3,1,0,0,1,2,0,0,1,0,0,0,0,0 +germafr01,2005,1,DET,AL,58,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gerutjo01,2005,1,CLE,AL,44,138,12,38,9,1,1,12,1,1,18,14,1,0,0,1,3 +gerutjo01,2005,2,CHN,NL,11,14,1,1,1,0,0,0,0,0,2,3,0,0,0,0,0 +gerutjo01,2005,3,PIT,NL,4,18,2,4,1,0,0,2,0,0,0,3,0,0,0,0,1 +giambja01,2005,1,NYA,AL,139,417,74,113,14,0,32,87,0,0,108,109,5,19,0,1,7 +giarrto01,2005,1,DET,AL,15,42,4,6,0,0,1,4,1,0,5,7,0,0,0,0,1 +gibboja01,2005,1,BAL,AL,139,488,72,135,33,3,26,79,0,0,28,56,3,1,0,1,15 +gilesbr02,2005,1,SDN,NL,158,545,92,164,38,8,15,83,13,5,119,64,9,2,0,8,14 +gilesma01,2005,1,ATL,NL,152,577,104,168,45,4,15,63,16,3,64,108,1,5,4,4,13 +gilge01,2005,1,BAL,AL,64,125,7,24,3,0,4,17,0,0,5,23,0,0,2,2,10 +ginteke01,2005,1,OAK,AL,51,137,12,22,5,0,3,25,0,0,13,25,0,1,2,3,5 +gintema01,2005,1,DET,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gipsoch01,2005,1,HOU,NL,19,11,2,2,1,0,0,1,1,1,1,3,0,0,2,0,0 +glaustr01,2005,1,ARI,NL,149,538,78,139,29,1,37,97,4,2,84,145,2,7,0,5,7 +glavito02,2005,1,NYN,NL,33,64,2,13,0,0,0,3,0,0,2,13,0,0,5,0,0 +gloadro01,2005,1,CHA,AL,28,42,2,7,2,0,0,5,0,0,2,9,0,0,0,0,1 +glovega01,2005,1,MIL,NL,15,20,3,2,0,0,0,1,0,0,2,9,0,1,3,0,0 +glynnry01,2005,1,OAK,AL,5,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +gobblji01,2005,1,KCA,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +godwity01,2005,1,WAS,NL,3,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +gomesjo01,2005,1,TBA,AL,101,348,61,98,13,6,21,54,9,5,39,113,1,14,1,5,6 +gomezal01,2005,1,DET,AL,9,16,2,3,0,0,0,1,0,0,2,2,0,0,0,0,0 +gomezch02,2005,1,BAL,AL,89,219,27,61,11,0,1,18,2,1,27,17,1,1,6,1,14 +gonzaad01,2005,1,TEX,AL,43,150,17,34,7,1,6,17,0,0,10,37,2,0,0,2,3 +gonzaal01,2005,1,TBA,AL,109,349,47,94,20,1,9,38,2,1,26,74,1,3,2,3,13 +gonzaal02,2005,1,FLO,NL,130,435,45,115,30,0,5,45,5,3,31,81,10,5,4,3,11 +gonzaed01,2005,1,ARI,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gonzaje01,2005,1,BOS,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gonzaju03,2005,1,CLE,AL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gonzalu01,2005,1,ARI,NL,155,579,90,157,37,0,24,79,4,1,78,90,12,11,0,4,14 +gonzalu02,2005,1,COL,NL,128,404,51,118,25,0,9,44,3,4,20,63,0,6,8,3,7 +gonzami02,2005,1,PIT,NL,51,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gonzawi01,2005,1,SEA,AL,14,45,7,12,5,0,0,2,0,0,2,3,0,0,0,0,1 +goodan01,2005,1,DET,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gordoto01,2005,1,NYA,AL,79,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gorzeto01,2005,1,PIT,NL,3,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +goslimi01,2005,1,ARI,NL,13,6,0,0,0,0,0,0,0,0,0,4,0,0,1,0,0 +gotayru01,2005,1,KCA,AL,86,282,32,64,14,2,5,29,2,2,22,51,0,4,4,5,3 +graboja01,2005,1,LAN,NL,65,112,14,18,0,0,4,12,1,0,10,29,1,0,0,1,4 +grabojo02,2005,1,PIT,NL,63,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +graffto01,2005,1,KCA,AL,59,191,29,57,5,2,3,18,3,1,22,28,1,2,2,0,6 +graffto01,2005,2,BOS,AL,51,188,39,60,12,1,4,20,4,1,9,23,1,2,0,1,8 +gramaal01,2005,1,NYA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grandcu01,2005,1,DET,AL,47,162,18,44,6,3,8,20,1,1,10,43,0,0,2,0,2 +graveda01,2005,1,CIN,NL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +graveda01,2005,2,NYN,NL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +greenad01,2005,1,CHN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0 +greenan01,2005,1,ARI,NL,17,31,5,7,1,0,0,2,0,0,7,3,0,0,0,1,1 +greenkh01,2005,1,SDN,NL,121,436,51,109,30,2,15,70,5,0,25,93,3,6,3,6,8 +greenni01,2005,1,TBA,AL,111,318,53,76,15,2,5,29,3,1,33,86,0,11,10,3,5 +greensh01,2005,1,ARI,NL,158,581,87,166,37,4,22,73,8,4,62,95,6,5,0,8,18 +greento02,2005,1,COL,NL,38,126,10,32,4,0,7,23,0,0,7,21,0,1,0,0,5 +greggke01,2005,1,LAA,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +greinza01,2005,1,KCA,AL,33,2,1,1,0,0,1,1,0,0,0,0,0,0,0,0,0 +greisse01,2005,1,ATL,NL,1,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +grievbe01,2005,1,CHN,NL,23,20,1,5,0,0,0,1,0,0,5,7,1,0,0,0,0 +griffjo01,2005,1,TOR,AL,7,13,3,4,2,0,1,6,0,0,0,4,0,0,0,0,0 +griffke02,2005,1,CIN,NL,128,491,85,148,30,0,35,92,0,1,54,93,3,3,0,7,9 +grillja01,2005,1,DET,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grimsja01,2005,1,BAL,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grissma02,2005,1,SFN,NL,44,137,8,29,4,0,2,15,1,1,7,18,0,0,2,1,9 +groombu01,2005,1,NYA,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +groombu01,2005,2,ARI,NL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grossga01,2005,1,TOR,AL,40,92,11,23,4,1,1,7,1,1,10,21,0,0,0,0,0 +grudzma01,2005,1,SLN,NL,137,528,64,155,30,3,8,59,8,6,26,81,3,7,0,2,14 +gryboke01,2005,1,ATL,NL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gryboke01,2005,2,TEX,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guarded01,2005,1,SEA,AL,58,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guerrma02,2005,1,MIN,AL,43,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guerrvl01,2005,1,LAA,AL,141,520,95,165,29,2,32,108,13,1,61,48,26,8,0,5,16 +guielaa01,2005,1,KCA,AL,33,109,18,32,5,0,4,7,1,0,6,21,1,5,0,1,3 +guillca01,2005,1,DET,AL,87,334,48,107,15,4,5,23,2,3,24,45,3,2,0,1,9 +guilljo01,2005,1,WAS,NL,148,551,81,156,32,2,24,76,1,1,31,102,6,19,1,9,14 +guthrje01,2005,1,CLE,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gutiefr01,2005,1,CLE,AL,7,1,2,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +guzmacr01,2005,1,WAS,NL,142,456,39,100,19,6,4,31,7,4,25,76,6,1,8,2,12 +haadya01,2005,1,SFN,NL,17,28,0,2,1,0,0,1,0,0,3,7,0,0,0,1,2 +hafnetr01,2005,1,CLE,AL,137,486,94,148,42,0,33,108,0,0,79,123,7,9,0,4,9 +hairsje02,2005,1,CHN,NL,114,380,51,99,25,2,4,30,8,9,31,46,0,12,7,0,5 +hairssc01,2005,1,ARI,NL,15,20,0,2,1,0,0,0,0,0,0,6,0,0,0,0,1 +halamjo01,2005,1,BOS,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +halamjo01,2005,2,WAS,NL,10,5,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +hallaro01,2005,1,TOR,AL,19,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +hallbi03,2005,1,MIL,NL,146,501,69,146,39,6,17,62,18,6,39,103,2,1,2,3,11 +hallto02,2005,1,TBA,AL,135,432,28,124,20,0,5,48,0,0,16,39,1,5,3,7,15 +halsebr01,2005,1,ARI,NL,28,48,2,3,0,0,0,2,0,0,6,18,0,0,6,0,0 +hammoch01,2005,1,SDN,NL,55,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +hammoje01,2005,1,WAS,NL,13,32,3,7,1,0,0,1,0,0,2,4,1,1,2,0,0 +hamptmi01,2005,1,ATL,NL,12,25,4,8,1,0,1,1,0,0,0,9,0,1,3,0,2 +hamulti01,2005,1,NYN,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hancojo01,2005,1,CIN,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hansecr01,2005,1,BOS,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hanseda01,2005,1,SEA,AL,60,75,5,13,0,0,2,11,1,0,9,19,1,0,2,2,1 +haranaa01,2005,1,CIN,NL,32,74,1,2,0,0,0,3,0,0,0,39,0,0,4,0,0 +harderi01,2005,1,OAK,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hardyjj01,2005,1,MIL,NL,124,372,46,92,22,1,9,50,0,0,44,48,7,1,8,2,10 +harenda01,2005,1,OAK,AL,34,5,0,2,1,0,0,2,0,0,0,0,0,0,0,0,0 +harikti01,2005,1,OAK,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +harpetr01,2005,1,TBA,AL,52,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +harribr01,2005,1,WAS,NL,4,9,1,3,1,0,1,3,0,0,0,0,0,1,0,0,2 +harrije02,2005,1,SEA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +harrile01,2005,1,FLO,NL,83,70,5,22,4,0,1,13,0,1,7,11,1,1,0,0,3 +harriwi01,2005,1,CHA,AL,56,121,17,31,2,1,1,8,10,3,13,25,0,1,4,0,1 +hartco01,2005,1,MIL,NL,21,57,9,11,2,1,2,7,2,0,6,11,0,0,0,0,6 +harveke01,2005,1,KCA,AL,12,45,4,10,3,0,1,5,0,0,3,13,0,0,0,0,0 +harvich01,2005,1,HOU,NL,37,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +harvich01,2005,2,BOS,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hasegsh01,2005,1,SEA,AL,46,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hattesc01,2005,1,OAK,AL,134,464,52,119,19,0,7,59,0,1,51,54,4,4,2,2,22 +hawkila01,2005,1,CHN,NL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hawkila01,2005,2,SFN,NL,45,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hawpebr01,2005,1,COL,NL,101,305,38,80,10,3,9,47,2,2,43,70,3,0,0,3,5 +heilmaa01,2005,1,NYN,NL,53,14,0,0,0,0,0,0,0,0,1,7,0,0,2,0,0 +heintch01,2005,1,MIN,AL,8,25,1,5,3,0,0,2,0,0,1,6,0,0,0,0,1 +helliri01,2005,1,MIL,NL,15,13,0,0,0,0,0,0,0,0,0,9,0,0,1,0,1 +helmswe01,2005,1,MIL,NL,95,168,18,50,13,1,4,24,0,1,14,30,0,3,0,3,7 +heltoto01,2005,1,COL,NL,144,509,92,163,45,2,20,79,3,0,106,80,22,9,1,1,14 +hendrma01,2005,1,TBA,AL,31,7,1,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +hennebr01,2005,1,SFN,NL,21,39,3,9,1,0,2,5,0,0,0,12,0,0,2,0,0 +hennse01,2005,1,NYA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +henslcl01,2005,1,SDN,NL,24,6,0,1,1,0,0,0,0,0,0,3,0,0,0,0,0 +heredfe01,2005,1,NYN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hergema01,2005,1,SFN,NL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hergema01,2005,2,ARI,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hermadu01,2005,1,CHA,AL,57,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hermije01,2005,1,FLO,NL,23,41,9,12,2,0,4,11,2,0,6,12,1,0,0,0,1 +hernaan01,2005,1,NYN,NL,6,18,1,1,0,0,0,0,0,1,1,4,0,0,0,0,0 +hernafe02,2005,1,SEA,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hernajo01,2005,1,CLE,AL,84,234,28,54,7,0,6,31,1,3,14,60,0,2,3,3,11 +hernali01,2005,1,WAS,NL,35,82,7,20,2,1,2,7,0,0,0,8,0,1,14,0,4 +hernaor01,2005,1,CHA,AL,24,3,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +hernara02,2005,1,SDN,NL,99,369,36,107,19,2,12,58,1,0,18,40,0,1,1,3,14 +hernaro01,2005,1,NYN,NL,67,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hernaru03,2005,1,KCA,AL,29,5,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +hidalri01,2005,1,TEX,AL,88,308,43,68,12,0,16,43,1,2,26,74,1,4,0,1,8 +higgibo02,2005,1,DET,AL,10,26,1,2,0,0,0,1,0,0,1,5,0,0,0,0,0 +hillaa01,2005,1,TOR,AL,105,361,49,99,25,3,3,40,2,1,34,41,0,5,3,4,5 +hillbo01,2005,1,PIT,NL,58,93,12,25,6,0,0,11,0,0,9,17,0,2,0,1,3 +hillesh02,2005,1,TOR,AL,152,594,91,173,36,2,18,82,5,1,26,79,2,22,0,3,21 +hillko01,2005,1,ARI,NL,34,78,6,17,5,0,0,6,0,1,11,27,0,0,0,2,0 +hillri01,2005,1,CHN,NL,10,6,1,2,0,0,0,0,0,0,0,2,0,0,0,0,0 +hinsker01,2005,1,TOR,AL,147,477,79,125,31,2,15,68,8,4,46,121,4,8,0,6,8 +hockide01,2005,1,KCA,AL,23,60,14,16,1,0,0,7,0,1,10,10,0,0,1,0,1 +hoffmtr01,2005,1,SDN,NL,60,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +holbeaa01,2005,1,CIN,NL,22,27,3,6,3,0,0,2,1,0,3,8,1,0,1,1,1 +hollato01,2005,1,CHN,NL,107,268,23,68,17,2,5,35,4,4,18,53,1,1,1,2,4 +hollato01,2005,2,ATL,NL,24,35,3,6,0,0,1,1,0,1,5,13,0,0,0,0,1 +hollida02,2005,1,TBA,AL,120,342,44,85,17,1,13,46,8,1,23,63,0,1,1,2,8 +hollima01,2005,1,COL,NL,125,479,68,147,24,7,19,87,14,3,36,79,1,7,0,4,11 +hoopeke01,2005,1,DET,AL,6,5,0,1,0,0,0,0,0,0,0,1,0,0,2,0,0 +horgajo01,2005,1,WAS,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +houltdj01,2005,1,LAN,NL,35,30,1,3,1,0,0,1,0,0,3,18,0,0,2,0,0 +howarry01,2005,1,PHI,NL,88,312,52,90,17,2,22,63,0,1,33,100,8,1,0,2,6 +howeljp01,2005,1,KCA,AL,15,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +howrybo01,2005,1,CLE,AL,79,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +huberju01,2005,1,KCA,AL,25,78,6,17,3,0,0,6,0,0,5,20,0,1,0,1,1 +huckake01,2005,1,TOR,AL,35,87,8,18,4,0,0,6,0,0,5,19,0,0,4,0,4 +hudsolu01,2005,1,CIN,NL,21,25,7,8,2,0,0,3,0,0,2,9,0,0,2,0,0 +hudsoor01,2005,1,TOR,AL,131,461,62,125,25,5,10,63,7,1,30,65,1,3,0,7,10 +hudsoti01,2005,1,ATL,NL,29,65,2,9,2,1,0,6,0,0,3,26,0,0,4,0,4 +huffau01,2005,1,TBA,AL,154,575,70,150,26,2,22,92,8,7,49,88,13,5,0,7,12 +hughetr01,2005,1,WAS,NL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hunteto01,2005,1,MIN,AL,98,372,63,100,24,1,14,56,23,7,34,65,3,6,0,4,8 +hyzduad01,2005,1,SDN,NL,17,20,1,3,1,0,0,4,1,0,3,4,0,0,1,1,1 +hyzduad01,2005,2,BOS,AL,12,16,1,4,1,0,0,0,0,0,2,3,0,0,0,0,0 +ibanera01,2005,1,SEA,AL,162,614,92,172,32,2,20,89,9,4,71,99,6,2,0,3,12 +iguchta01,2005,1,CHA,AL,135,511,74,142,25,6,15,71,15,5,47,114,0,6,11,6,16 +infanom01,2005,1,DET,AL,121,406,36,90,28,2,9,43,8,0,16,73,0,2,8,2,5 +ingebr01,2005,1,DET,AL,160,616,75,161,31,9,16,72,7,6,63,140,1,3,6,6,14 +ishiika01,2005,1,NYN,NL,19,25,1,5,0,0,0,2,0,0,1,12,0,0,4,0,0 +isrinja01,2005,1,SLN,NL,63,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +izturce01,2005,1,LAN,NL,106,444,48,114,19,2,2,31,8,8,25,51,1,4,4,1,11 +izturma01,2005,1,LAA,AL,77,191,18,47,8,4,1,15,9,3,17,21,2,0,1,1,5 +jacksco01,2005,1,ARI,NL,40,85,8,17,3,0,2,8,0,0,12,11,0,1,0,1,6 +jacksda04,2005,1,SDN,NL,118,275,44,70,9,0,5,23,15,2,30,45,1,4,3,1,4 +jacksed01,2005,1,LAN,NL,10,10,0,2,0,0,0,1,0,0,1,2,0,0,0,0,0 +jacobmi02,2005,1,NYN,NL,30,100,19,31,7,0,11,23,0,0,10,22,0,1,0,1,5 +jamesch03,2005,1,ATL,NL,2,1,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0 +jarvike01,2005,1,SLN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jenkige01,2005,1,MIL,NL,148,538,87,157,42,1,25,86,0,0,56,138,9,19,0,5,13 +jenksbo01,2005,1,CHA,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jennija01,2005,1,COL,NL,22,38,0,6,1,0,0,1,0,0,2,12,0,0,4,0,0 +jensery01,2005,1,KCA,AL,9,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +jeterde01,2005,1,NYA,AL,159,654,122,202,25,5,19,70,14,5,77,117,3,11,7,3,15 +jimenda01,2005,1,CIN,NL,35,105,14,24,7,0,0,5,2,1,14,23,0,0,0,0,1 +jimerch01,2005,1,HOU,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnsbe02,2005,1,SDN,NL,31,75,10,16,8,1,3,13,0,2,11,23,1,0,1,1,4 +johnsch04,2005,1,TBA,AL,19,46,5,9,4,0,0,5,0,0,9,11,0,0,0,0,2 +johnsda06,2005,1,OAK,AL,109,375,54,103,21,0,15,58,0,1,50,52,1,1,0,8,11 +johnsja02,2005,1,DET,AL,33,2,1,1,0,0,1,1,0,0,0,0,0,0,0,0,0 +johnsjo09,2005,1,FLO,NL,4,4,1,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +johnske05,2005,1,ATL,NL,87,290,46,70,12,3,9,40,2,1,40,75,1,1,2,1,11 +johnsmi03,2005,1,PIT,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnsni01,2005,1,WAS,NL,131,453,66,131,35,3,15,74,3,8,80,87,8,12,0,2,15 +johnsra05,2005,1,NYA,AL,34,8,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +johnsre02,2005,1,TOR,AL,142,398,55,107,21,6,8,58,5,6,22,82,1,16,2,1,8 +johnsru01,2005,1,NYA,AL,22,18,5,4,2,0,0,0,0,0,1,4,0,1,0,0,0 +johnsty01,2005,1,SLN,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jonesan01,2005,1,ATL,NL,160,586,95,154,24,3,51,128,5,3,64,112,13,15,0,7,19 +jonesch06,2005,1,ATL,NL,109,358,66,106,30,0,21,72,5,1,72,56,5,0,0,2,9 +jonesgr01,2005,1,LAA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jonesja04,2005,1,MIN,AL,142,523,74,130,22,4,23,73,13,4,51,120,12,5,2,4,17 +jonesto02,2005,1,FLO,NL,68,3,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +jordabr01,2005,1,ATL,NL,76,231,25,57,8,2,3,24,2,0,14,46,0,3,0,3,5 +jorgery01,2005,1,FLO,NL,4,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +journji01,2005,1,SLN,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +juliojo01,2005,1,BAL,AL,67,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kaplega01,2005,1,BOS,AL,36,97,15,24,7,0,1,9,1,0,3,15,0,2,1,1,1 +karnuja01,2005,1,DET,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +karsast01,2005,1,NYA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +karsast01,2005,2,TEX,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +katama01,2005,1,ARI,NL,30,31,6,6,2,1,0,0,0,1,5,4,0,0,2,0,0 +katama01,2005,2,PHI,NL,10,6,1,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +kazmisc01,2005,1,TBA,AL,32,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kearnau01,2005,1,CIN,NL,112,387,62,93,26,1,18,67,0,0,48,107,2,8,0,5,8 +keislra01,2005,1,CIN,NL,24,15,3,4,2,0,1,2,0,0,0,4,0,0,0,0,0 +kellyke01,2005,1,CIN,NL,7,9,2,3,0,0,0,2,0,1,0,3,0,0,0,0,0 +kellyke01,2005,2,WAS,NL,17,4,3,1,1,0,0,0,1,1,1,3,0,0,0,0,0 +kendaja01,2005,1,OAK,AL,150,601,70,163,28,1,0,53,8,3,50,39,0,20,0,5,26 +kennead01,2005,1,LAA,AL,129,416,49,125,23,0,2,37,19,4,29,64,1,7,5,3,5 +kennejo04,2005,1,COL,NL,16,29,1,5,0,0,0,1,0,0,1,8,0,0,5,0,1 +kennejo04,2005,2,OAK,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kensilo01,2005,1,FLO,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kentje01,2005,1,LAN,NL,149,553,100,160,36,0,29,105,6,2,72,85,8,8,0,4,19 +kidama01,2005,1,SEA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kieltbo01,2005,1,OAK,AL,116,377,55,99,20,0,10,57,3,2,50,67,3,2,2,2,14 +kimby01,2005,1,COL,NL,40,38,0,3,0,0,0,2,0,0,2,6,0,0,4,1,0 +kimsu01,2005,1,WAS,NL,12,4,0,0,0,0,0,0,0,0,0,1,0,0,2,0,0 +kimsu01,2005,2,COL,NL,12,15,2,2,0,0,0,3,0,0,0,4,0,0,4,1,0 +kingra01,2005,1,SLN,NL,77,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kinnema01,2005,1,SFN,NL,5,3,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +kleskry01,2005,1,SDN,NL,137,443,61,110,19,1,18,58,3,4,75,80,2,1,0,1,6 +klinest02,2005,1,BAL,AL,67,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +knoedju01,2005,1,SFN,NL,8,10,0,1,0,0,0,0,0,0,0,1,0,1,0,0,0 +kolbda01,2005,1,ATL,NL,65,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +konerpa01,2005,1,CHA,AL,158,575,98,163,24,0,40,100,0,0,81,109,10,5,0,3,9 +kooda01,2005,1,NYN,NL,33,2,1,1,1,0,0,0,0,0,0,1,0,0,0,0,0 +koplomi01,2005,1,ARI,NL,44,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +koronjo01,2005,1,CHN,NL,4,4,0,0,0,0,0,0,0,0,1,3,0,0,0,0,0 +koskico01,2005,1,TOR,AL,97,354,49,88,20,0,11,36,4,1,44,90,3,4,0,2,10 +kotchca01,2005,1,LAA,AL,47,126,16,35,5,0,7,22,1,1,15,18,0,0,1,1,3 +kotsama01,2005,1,OAK,AL,139,582,75,163,35,1,15,82,5,5,40,51,3,1,2,4,13 +krynzda01,2005,1,MIL,NL,5,7,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +kuoho01,2005,1,LAN,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lackejo01,2005,1,LAA,AL,33,6,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +laforpe01,2005,1,TBA,AL,25,64,5,11,3,0,1,4,0,1,6,23,1,0,0,0,2 +lairdge01,2005,1,TEX,AL,13,40,7,9,2,0,1,4,0,0,2,7,0,0,0,0,1 +lakerti01,2005,1,TBA,AL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +lambmi01,2005,1,HOU,NL,125,322,41,76,13,5,12,53,1,1,22,65,1,1,0,4,10 +laneja01,2005,1,HOU,NL,145,517,65,138,34,4,26,78,6,2,32,105,1,7,0,5,10 +langery01,2005,1,ATL,NL,128,326,48,87,22,3,8,42,0,2,37,75,3,5,2,3,2 +larocad01,2005,1,ATL,NL,141,451,53,117,28,0,20,78,0,2,39,87,7,4,2,6,15 +larueja01,2005,1,CIN,NL,110,361,38,94,27,0,14,60,0,0,41,101,7,13,5,2,8 +lawrebr02,2005,1,SDN,NL,33,59,2,5,0,0,0,1,0,0,2,29,0,0,7,1,2 +lawtoma02,2005,1,PIT,NL,101,374,53,102,28,1,10,44,16,9,58,61,0,9,0,4,7 +lawtoma02,2005,2,CHN,NL,19,78,8,19,2,0,1,5,1,0,4,8,0,1,0,0,3 +lawtoma02,2005,3,NYA,AL,21,48,6,6,0,0,2,4,1,0,7,8,0,2,0,0,0 +leagubr01,2005,1,TOR,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lecroma01,2005,1,MIN,AL,101,304,33,79,5,0,17,50,0,0,41,85,2,4,0,1,7 +ledeeri01,2005,1,LAN,NL,102,237,31,66,16,1,7,39,0,0,20,55,1,3,0,6,5 +ledezwi01,2005,1,DET,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leeca01,2005,1,MIL,NL,162,618,85,164,41,0,32,114,13,4,57,87,7,2,0,11,8 +leecl02,2005,1,CLE,AL,32,8,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +leede02,2005,1,CHN,NL,158,594,120,199,50,3,46,107,15,3,85,109,23,5,0,7,12 +leetr01,2005,1,TBA,AL,129,404,54,110,22,2,12,49,7,4,35,66,4,1,0,1,7 +lehrju01,2005,1,MIL,NL,23,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,1 +leicejo01,2005,1,CHN,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +leiteal01,2005,1,FLO,NL,17,18,0,0,0,0,0,0,0,0,0,12,0,0,4,0,0 +leiteal01,2005,2,NYA,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lerewan01,2005,1,ATL,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +levinal01,2005,1,SFN,NL,9,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lidgebr01,2005,1,HOU,NL,70,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lidleco01,2005,1,PHI,NL,31,58,2,8,0,0,0,2,0,0,1,30,0,0,8,0,0 +liebejo01,2005,1,PHI,NL,36,73,7,7,2,0,0,4,0,0,1,29,0,0,3,1,3 +liebemi01,2005,1,PHI,NL,118,392,48,103,25,0,12,47,0,0,35,35,14,11,0,5,6 +liefeje01,2005,1,CLE,AL,19,56,5,11,2,0,1,8,0,0,1,15,0,0,0,0,1 +ligteke01,2005,1,ARI,NL,7,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +lillyte01,2005,1,TOR,AL,25,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +limajo01,2005,1,KCA,AL,32,3,0,1,0,0,0,0,0,0,0,2,0,0,1,0,0 +lindeto01,2005,1,SFN,NL,60,171,20,37,8,0,4,13,3,0,10,54,0,5,1,0,5 +linebsc01,2005,1,SDN,NL,73,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +liriafr01,2005,1,MIN,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +liriape01,2005,1,PHI,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +loaizes01,2005,1,WAS,NL,34,74,3,12,2,0,0,4,0,1,0,23,0,0,6,0,1 +loducpa01,2005,1,FLO,NL,132,445,45,126,23,1,6,57,4,3,34,31,5,4,5,8,16 +loeka01,2005,1,TEX,AL,48,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +loftoke01,2005,1,PHI,NL,110,367,67,123,15,5,2,36,22,3,32,41,2,2,5,0,3 +loganno01,2005,1,DET,AL,129,322,47,83,12,5,1,17,23,6,21,52,3,1,12,0,5 +lohseky01,2005,1,MIN,AL,31,5,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1 +longte01,2005,1,KCA,AL,137,455,62,127,21,3,6,53,3,3,30,56,0,0,0,4,15 +loopebr01,2005,1,NYN,NL,60,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lopezaq01,2005,1,COL,NL,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lopezaq01,2005,2,PHI,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lopezfe01,2005,1,CIN,NL,148,580,97,169,34,5,23,85,15,7,57,111,2,1,3,7,8 +lopezja01,2005,1,BAL,AL,103,395,47,110,24,1,15,49,0,1,19,68,2,7,0,2,10 +lopezja02,2005,1,COL,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lopezja02,2005,2,ARI,NL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lopezjo01,2005,1,SEA,AL,54,190,18,47,19,0,2,25,4,2,6,25,0,4,1,2,5 +lopezlu02,2005,1,CIN,NL,17,27,0,6,3,0,0,2,0,0,1,6,0,0,0,0,1 +lopezpe01,2005,1,CHA,AL,2,7,1,2,0,0,0,2,0,0,0,1,0,0,1,0,0 +lopezro01,2005,1,BAL,AL,35,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +loretma01,2005,1,SDN,NL,105,404,54,113,16,1,3,38,8,4,45,34,4,8,2,4,11 +lowede01,2005,1,LAN,NL,35,65,3,10,2,0,0,4,1,0,2,17,0,0,9,0,2 +lowelmi01,2005,1,FLO,NL,150,500,56,118,36,1,8,58,4,0,46,58,1,2,1,9,14 +lowryno01,2005,1,SFN,NL,34,59,6,16,6,0,0,7,0,0,3,12,0,0,12,1,0 +ludwiry01,2005,1,CLE,AL,19,41,8,9,0,0,4,5,0,1,7,13,0,0,0,0,1 +lugoju01,2005,1,TBA,AL,158,616,89,182,36,6,6,57,39,11,61,72,0,6,3,4,5 +lunahe01,2005,1,SLN,NL,64,137,26,39,10,2,1,18,10,2,9,25,0,4,2,1,4 +lyonbr01,2005,1,ARI,NL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mabryjo01,2005,1,SLN,NL,112,246,26,59,15,1,8,32,0,0,20,63,1,0,6,2,6 +macdomi01,2005,1,KCA,AL,68,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +machaal01,2005,1,BOS,AL,10,5,4,1,1,0,0,0,0,0,1,1,0,0,0,0,0 +machaan01,2005,1,CIN,NL,2,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +machaan01,2005,2,COL,NL,4,10,1,0,0,0,0,2,0,0,2,5,0,0,0,1,0 +maciajo01,2005,1,CHN,NL,112,177,15,45,8,0,1,13,4,3,6,24,0,0,4,3,6 +mackoro01,2005,1,PIT,NL,142,463,57,126,21,3,9,58,8,4,43,100,4,3,2,1,7 +maddugr01,2005,1,CHN,NL,35,76,4,13,0,0,1,5,1,0,0,15,0,0,7,0,4 +madribo01,2005,1,SEA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +madsory01,2005,1,PHI,NL,78,6,0,0,0,0,0,0,0,0,1,0,0,0,1,0,1 +magruch01,2005,1,MIL,NL,101,138,16,28,9,0,2,13,3,0,7,33,1,5,4,1,3 +mahayro01,2005,1,TEX,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +maholpa01,2005,1,PIT,NL,6,15,1,2,0,0,0,0,0,0,1,6,0,0,1,0,0 +mahonmi02,2005,1,SLN,NL,26,64,5,10,1,0,1,6,0,0,4,10,1,1,6,0,3 +mainejo01,2005,1,BAL,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +majewga01,2005,1,WAS,NL,79,6,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +mantema01,2005,1,BOS,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +marcush01,2005,1,TOR,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +marotmi01,2005,1,DET,AL,35,4,0,2,0,0,0,1,0,0,1,2,0,0,1,0,0 +marquja01,2005,1,SLN,NL,44,87,10,27,8,1,1,10,0,0,2,11,0,0,2,0,0 +marreel01,2005,1,KCA,AL,32,88,11,14,4,0,4,9,1,0,7,18,0,1,1,3,2 +marreel01,2005,2,BAL,AL,22,50,8,11,3,2,3,10,0,0,4,20,0,0,0,2,1 +martean01,2005,1,ATL,NL,24,57,3,8,2,1,0,4,0,1,7,13,0,0,0,2,2 +marteda01,2005,1,CHA,AL,66,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +martipe02,2005,1,NYN,NL,31,69,2,6,0,0,0,1,0,0,1,26,0,0,6,0,1 +martira03,2005,1,DET,AL,19,56,4,15,1,0,0,5,0,0,3,4,0,0,2,1,1 +martira03,2005,2,PHI,NL,33,56,7,16,2,0,1,9,0,0,3,7,0,1,2,3,1 +martiti02,2005,1,NYA,AL,131,303,43,73,9,0,17,49,2,0,38,54,3,3,0,4,10 +martito02,2005,1,ATL,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +martivi01,2005,1,CLE,AL,147,547,73,167,33,0,20,80,0,1,63,78,9,5,0,7,16 +mateohe01,2005,1,WAS,NL,1,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +mateoju01,2005,1,SEA,AL,55,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mathemi01,2005,1,SFN,NL,134,443,42,107,34,0,13,59,0,2,29,91,10,6,3,4,11 +mathije01,2005,1,LAA,AL,5,3,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +matoslu01,2005,1,BAL,AL,121,389,53,109,20,2,4,32,17,9,27,58,0,10,3,4,4 +matrada01,2005,1,LAA,AL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +matsuhi01,2005,1,NYA,AL,162,629,108,192,45,3,23,116,2,2,63,78,7,3,0,8,16 +matsuka01,2005,1,NYN,NL,87,267,31,68,9,4,3,24,6,1,14,43,1,5,5,4,2 +matthga02,2005,1,TEX,AL,131,475,72,121,25,5,17,55,9,2,47,90,1,0,1,3,11 +matthmi01,2005,1,NYN,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mauerjo01,2005,1,MIN,AL,131,489,61,144,26,2,9,55,13,1,61,64,12,1,0,3,9 +mayda02,2005,1,SDN,NL,22,9,0,1,0,0,0,0,0,0,0,5,0,0,1,0,0 +mayda02,2005,2,NYA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +maysjo01,2005,1,MIN,AL,31,3,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcanupa01,2005,1,SDN,NL,22,24,4,5,0,0,0,0,1,0,3,7,1,1,1,0,0 +mcbrima01,2005,1,ATL,NL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mccanbr01,2005,1,ATL,NL,59,180,20,50,7,0,5,23,1,1,18,26,5,1,4,1,5 +mccarbr01,2005,1,CHA,AL,12,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +mccarda01,2005,1,BOS,AL,13,4,2,2,0,0,0,2,0,0,2,0,0,0,0,0,0 +mcclasc01,2005,1,CHN,NL,13,14,1,2,1,0,0,1,0,0,2,2,0,0,0,0,1 +mccluse01,2005,1,TBA,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mccraqu01,2005,1,ARI,NL,134,215,23,51,4,3,1,13,4,0,23,35,4,1,6,1,4 +mcdonjo03,2005,1,TOR,AL,37,93,8,27,3,0,0,12,5,0,6,12,0,2,3,2,3 +mcdonjo03,2005,2,DET,AL,31,73,10,19,3,1,0,4,1,1,5,12,0,0,0,0,3 +mcdouma01,2005,1,TEX,AL,18,18,3,3,1,0,0,0,0,0,0,10,0,0,0,0,1 +mcewijo01,2005,1,KCA,AL,83,180,16,43,7,0,1,6,4,4,6,35,0,0,5,0,5 +mcgowdu01,2005,1,TOR,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mclouna01,2005,1,PIT,NL,41,109,20,28,6,0,5,12,2,0,3,20,0,5,2,1,3 +mcpheda01,2005,1,LAA,AL,61,205,29,50,14,2,8,26,3,3,14,64,0,1,0,0,5 +meadobr01,2005,1,PIT,NL,65,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mechegi01,2005,1,SEA,AL,29,4,0,1,0,0,0,1,0,0,0,1,0,0,0,0,0 +mecirji01,2005,1,FLO,NL,52,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +meddebr01,2005,1,ARI,NL,27,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +melhuad01,2005,1,OAK,AL,39,97,11,24,7,0,2,12,0,0,5,28,0,0,0,0,0 +menchke01,2005,1,TEX,AL,150,557,71,147,33,3,25,73,4,3,50,68,4,5,0,3,6 +mendora01,2005,1,NYA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +menecfr01,2005,1,TOR,AL,70,148,22,32,7,0,4,13,0,1,25,33,0,6,1,0,3 +merckke01,2005,1,CIN,NL,78,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +meredcl01,2005,1,BOS,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +merlolo01,2005,1,LAA,AL,5,5,1,0,0,0,0,1,0,0,1,2,0,0,0,1,0 +mesajo01,2005,1,PIT,NL,55,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +messera01,2005,1,FLO,NL,29,3,0,1,0,0,0,0,0,0,1,1,0,0,0,0,0 +micelda01,2005,1,COL,NL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +michaja01,2005,1,PHI,NL,105,289,54,88,16,2,4,31,3,3,44,45,1,4,2,4,3 +mientdo01,2005,1,NYN,NL,87,275,36,66,13,0,11,29,0,1,32,39,7,2,2,2,11 +milesaa01,2005,1,COL,NL,99,324,37,91,12,3,2,28,4,2,8,38,1,4,10,1,6 +millake01,2005,1,BOS,AL,134,449,57,122,28,1,9,50,0,1,54,74,0,8,0,8,12 +milleco01,2005,1,MIN,AL,5,12,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +milleda02,2005,1,MIL,NL,114,385,50,105,25,1,9,43,0,1,37,94,6,4,2,3,16 +milleju01,2005,1,TOR,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +millema02,2005,1,CLE,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +milletr02,2005,1,TBA,AL,61,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +millewa04,2005,1,BOS,AL,16,3,0,2,0,0,0,0,0,0,0,1,0,0,0,0,0 +millwke01,2005,1,CLE,AL,30,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +miltoer01,2005,1,CIN,NL,34,56,7,8,1,0,2,4,0,0,3,25,0,0,5,0,0 +mirabdo01,2005,1,BOS,AL,50,136,16,31,7,0,6,18,2,0,14,48,0,2,0,0,2 +mitrese01,2005,1,CHN,NL,21,11,2,4,1,0,0,1,0,0,0,1,0,0,1,0,0 +moehlbr01,2005,1,FLO,NL,37,40,1,3,1,0,0,3,0,0,1,15,0,1,5,0,0 +moellch01,2005,1,MIL,NL,66,199,23,41,9,1,7,23,0,0,13,48,1,1,2,1,9 +mohrdu01,2005,1,COL,NL,98,266,34,57,10,3,17,38,1,2,23,94,2,2,0,2,3 +molinbe01,2005,1,LAA,AL,119,410,45,121,17,0,15,69,0,2,27,41,2,1,5,6,14 +molinjo01,2005,1,LAA,AL,75,184,14,42,4,0,6,25,2,0,13,41,0,2,4,0,5 +molinya01,2005,1,SLN,NL,114,385,36,97,15,1,8,49,2,3,23,30,3,2,8,3,10 +mondera01,2005,1,ATL,NL,41,142,17,30,7,1,4,17,0,1,12,35,3,0,0,1,5 +monrocr01,2005,1,DET,AL,157,567,69,157,30,3,20,89,8,3,40,95,4,3,1,12,16 +morame01,2005,1,BAL,AL,149,593,86,168,30,1,27,88,7,4,50,112,0,10,8,3,9 +mordemi01,2005,1,FLO,NL,2,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +morneju01,2005,1,MIN,AL,141,490,62,117,23,4,22,79,0,2,44,94,8,4,0,5,12 +morrima01,2005,1,SLN,NL,31,57,4,5,0,0,0,2,0,0,4,23,0,0,8,0,0 +morsemi01,2005,1,SEA,AL,72,230,27,64,10,1,3,23,3,1,18,50,0,8,0,2,9 +mosquju01,2005,1,MIL,NL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +motagu01,2005,1,FLO,NL,56,3,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +moyerja01,2005,1,SEA,AL,32,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +muellbi02,2005,1,BOS,AL,150,519,69,153,34,3,10,62,0,0,59,74,3,6,0,6,22 +muldema01,2005,1,SLN,NL,32,62,3,9,0,0,0,3,0,0,3,25,0,0,1,1,1 +mulhote01,2005,1,MIN,AL,49,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +munsoer01,2005,1,TBA,AL,11,18,2,3,1,0,0,2,0,0,4,3,0,1,0,1,2 +muntesc01,2005,1,SFN,NL,45,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +murphdo01,2005,1,KCA,AL,32,77,4,12,5,0,1,8,0,1,9,23,0,0,1,1,3 +murtoma01,2005,1,CHN,NL,51,140,19,45,3,2,7,14,2,1,16,22,4,0,2,2,4 +mussimi01,2005,1,NYA,AL,30,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +myersbr01,2005,1,PHI,NL,34,65,1,10,1,0,0,5,0,0,4,19,0,0,11,0,1 +myersgr01,2005,1,TOR,AL,6,12,0,1,0,0,0,1,0,0,1,1,0,0,0,0,2 +myersmi01,2005,1,BOS,AL,65,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +myrowbr01,2005,1,LAN,NL,19,20,2,4,1,0,0,0,0,0,5,8,0,0,0,0,0 +nadyxa01,2005,1,SDN,NL,124,326,40,85,15,2,13,43,2,1,22,67,1,7,1,0,5 +nageocl01,2005,1,SEA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nakamno01,2005,1,LAN,NL,17,39,1,5,2,0,0,3,0,0,2,7,0,0,0,0,3 +nathajo01,2005,1,MIN,AL,69,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +navardi01,2005,1,LAN,NL,50,176,21,48,9,0,3,14,0,0,20,21,1,2,1,0,3 +nealbl01,2005,1,BOS,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nealbl01,2005,2,COL,NL,11,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +nelsoje01,2005,1,SEA,AL,49,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nevinph01,2005,1,SDN,NL,73,281,31,72,11,1,9,47,1,0,19,67,0,1,0,5,2 +nevinph01,2005,2,TEX,AL,29,99,15,18,5,0,3,8,2,0,8,30,0,1,0,0,6 +newhada01,2005,1,BAL,AL,96,218,31,44,9,0,5,21,9,2,22,45,1,2,5,2,2 +niekrla01,2005,1,SFN,NL,113,278,32,70,16,3,12,46,0,2,17,53,0,2,0,5,11 +nievewi01,2005,1,NYA,AL,3,4,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +nippedu01,2005,1,ARI,NL,3,4,0,1,0,0,0,0,0,0,1,3,0,0,0,0,0 +nitkocj01,2005,1,WAS,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nivarra01,2005,1,BAL,AL,7,13,1,4,0,0,0,1,0,1,0,2,0,1,1,0,0 +nixla01,2005,1,TEX,AL,63,229,28,55,12,3,6,32,2,0,9,45,3,0,0,2,3 +nixontr01,2005,1,BOS,AL,124,408,64,112,29,1,13,67,2,1,53,59,3,3,0,6,7 +nomohi01,2005,1,TBA,AL,19,4,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +novoaro01,2005,1,CHN,NL,49,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nunezab01,2005,1,SLN,NL,139,421,64,120,13,2,5,44,0,1,37,63,4,0,9,0,6 +nunezfr01,2005,1,TBA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nunezle01,2005,1,KCA,AL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +obermwe01,2005,1,MIL,NL,24,15,1,3,1,1,0,0,0,0,0,2,0,0,1,0,0 +offerjo01,2005,1,PHI,NL,33,33,6,6,1,1,1,3,0,0,5,6,0,0,0,0,1 +offerjo01,2005,2,NYN,NL,53,72,5,18,2,0,1,10,0,0,6,11,0,1,1,0,3 +ohkato01,2005,1,WAS,NL,11,16,1,4,0,0,0,0,0,0,0,5,0,0,1,0,0 +ohkato01,2005,2,MIL,NL,22,38,1,2,0,0,0,3,0,0,2,20,0,0,2,0,0 +ohmanwi01,2005,1,CHN,NL,69,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ojedami01,2005,1,SDN,NL,43,73,6,10,3,1,0,6,1,1,9,21,2,0,1,0,2 +ojedami01,2005,2,SEA,AL,16,29,2,5,0,0,1,3,0,1,6,3,0,0,2,0,0 +olerujo01,2005,1,BOS,AL,87,173,18,50,7,0,7,37,0,0,16,20,2,0,0,3,6 +olivomi01,2005,1,SEA,AL,54,152,14,23,4,0,5,18,1,1,4,49,0,0,0,1,3 +olivomi01,2005,2,SDN,NL,37,115,16,35,7,1,4,16,6,1,4,31,2,3,1,1,4 +olmedra01,2005,1,CIN,NL,54,77,10,17,4,1,1,4,4,0,6,22,0,1,3,1,1 +olsensc01,2005,1,FLO,NL,5,3,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +olsonti01,2005,1,COL,NL,3,2,0,0,0,0,0,0,0,0,1,2,0,0,0,0,0 +ordonma01,2005,1,DET,AL,82,305,38,92,17,0,8,46,0,0,30,35,1,1,0,7,8 +orrpe01,2005,1,ATL,NL,112,150,32,45,8,1,1,8,7,1,6,23,0,1,5,0,2 +ortizda01,2005,1,BOS,AL,159,601,119,180,40,1,47,148,1,0,102,124,9,1,0,9,13 +ortizra01,2005,1,CIN,NL,30,54,1,4,2,0,0,0,0,0,1,23,0,0,6,0,0 +ortizru01,2005,1,ARI,NL,24,34,1,7,1,0,0,1,0,0,3,9,0,0,6,0,1 +ortmeda01,2005,1,SFN,NL,15,22,1,3,0,0,0,1,1,0,3,5,0,1,0,0,2 +orvelch01,2005,1,TBA,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +osikke01,2005,1,WAS,NL,6,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +osorifr01,2005,1,LAN,NL,24,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +osunaan01,2005,1,WAS,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +oswalro01,2005,1,HOU,NL,35,73,1,13,0,0,0,2,0,0,2,19,0,1,7,0,0 +otsukak01,2005,1,SDN,NL,66,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +overbly01,2005,1,MIL,NL,158,537,80,148,34,1,19,72,1,0,78,98,8,2,1,4,17 +oxsprch01,2005,1,SDN,NL,5,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ozunapa01,2005,1,CHA,AL,70,203,27,56,7,2,0,11,14,7,7,26,0,4,3,0,5 +padilju01,2005,1,NYN,NL,24,2,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +padilvi01,2005,1,PHI,NL,27,41,2,6,1,1,0,4,0,0,5,24,0,0,5,0,0 +palmeor01,2005,1,HOU,NL,114,204,22,58,17,2,3,20,3,1,15,23,1,4,5,3,4 +palmera01,2005,1,BAL,AL,110,369,47,98,13,0,18,60,2,0,43,43,4,2,0,8,9 +papeljo01,2005,1,BOS,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +parkch01,2005,1,TEX,AL,20,5,0,2,0,0,0,0,0,0,0,2,0,0,0,0,0 +parkch01,2005,2,SDN,NL,10,14,2,3,0,0,0,2,0,0,0,5,0,0,4,0,0 +parrijo01,2005,1,BAL,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +patteco01,2005,1,CHN,NL,126,451,47,97,15,3,13,34,15,5,23,118,3,1,5,1,5 +pattejo02,2005,1,WAS,NL,31,59,2,6,3,0,0,0,0,0,0,23,0,1,8,0,0 +pauliro01,2005,1,PIT,NL,2,4,1,2,0,0,0,0,0,0,1,0,0,0,0,0,0 +pauljo01,2005,1,LAA,AL,34,37,4,7,1,0,2,4,0,0,2,9,0,0,1,0,1 +pavanca01,2005,1,NYA,AL,17,7,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +paytoja01,2005,1,BOS,AL,55,133,24,35,7,0,5,21,0,0,10,14,0,0,0,1,4 +paytoja01,2005,2,OAK,AL,69,275,38,74,9,1,13,42,0,1,14,33,2,0,0,2,4 +peavyja01,2005,1,SDN,NL,30,53,5,10,1,0,0,2,0,0,4,16,0,1,5,0,1 +penabr01,2005,1,ATL,NL,18,39,2,7,2,0,0,4,0,0,1,7,1,0,0,0,1 +penaca01,2005,1,DET,AL,79,260,37,61,9,0,18,44,0,1,31,95,2,4,0,0,3 +penawi01,2005,1,CIN,NL,99,311,42,79,17,0,19,51,2,1,20,116,0,3,0,1,7 +pennha01,2005,1,BAL,AL,8,1,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0 +pennybr01,2005,1,LAN,NL,29,50,1,8,3,0,0,3,0,0,1,17,0,1,9,0,0 +peraljh01,2005,1,CLE,AL,141,504,82,147,35,4,24,78,0,2,58,128,3,3,1,4,12 +peraljo01,2005,1,LAA,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +percitr01,2005,1,DET,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +perezan01,2005,1,LAN,NL,98,259,28,77,13,2,3,23,11,4,21,61,1,5,1,1,4 +perezed01,2005,1,TBA,AL,77,161,23,41,6,0,11,28,0,2,26,30,0,3,0,0,6 +perezed02,2005,1,ATL,NL,16,38,3,8,2,0,2,6,0,0,1,5,0,0,0,0,1 +perezmi02,2005,1,CIN,NL,2,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +perezne01,2005,1,CHN,NL,154,572,59,157,33,1,9,54,8,4,18,47,3,3,12,4,22 +perezod01,2005,1,LAN,NL,19,33,2,4,0,0,0,0,0,0,1,10,0,0,8,0,0 +perezol01,2005,1,PIT,NL,20,33,1,6,0,0,0,3,1,0,1,11,0,0,7,1,0 +perezti01,2005,1,CHA,AL,76,179,13,39,8,0,2,15,2,2,12,25,1,0,4,1,3 +perezto03,2005,1,PHI,NL,94,159,17,37,7,0,0,22,1,0,11,27,2,2,3,1,6 +perisma01,2005,1,FLO,NL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +perisma01,2005,2,BOS,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +petagro01,2005,1,BOS,AL,18,32,4,9,2,0,1,9,0,0,4,5,0,0,0,0,3 +pettian01,2005,1,HOU,NL,33,62,1,5,0,0,0,3,0,0,1,19,0,0,15,1,0 +phelpjo01,2005,1,TBA,AL,47,158,21,42,10,0,5,26,0,0,12,48,1,4,0,3,3 +phelpto01,2005,1,MIL,NL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +phillan01,2005,1,NYA,AL,27,40,7,6,4,0,1,4,0,0,1,13,0,0,0,0,1 +phillbr01,2005,1,CLE,AL,6,9,1,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +phillja04,2005,1,LAN,NL,121,399,38,95,20,0,10,55,0,1,25,50,4,4,2,4,16 +phillpa01,2005,1,KCA,AL,23,67,6,18,4,1,1,9,0,0,0,5,0,0,0,0,4 +piazzmi01,2005,1,NYN,NL,113,398,41,100,23,0,19,62,0,0,41,67,6,3,0,0,7 +pickeca01,2005,1,KCA,AL,7,27,4,4,0,0,1,3,0,0,3,14,0,0,0,1,0 +piedrjo01,2005,1,COL,NL,61,112,19,35,8,1,6,16,2,1,10,15,0,1,0,1,2 +pierrju01,2005,1,FLO,NL,162,656,96,181,19,13,2,47,57,17,41,45,1,9,10,2,10 +pierzaj01,2005,1,CHA,AL,128,460,61,118,21,0,18,56,0,2,23,68,5,12,1,1,13 +pineijo01,2005,1,SEA,AL,30,4,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +podsesc01,2005,1,CHA,AL,129,507,80,147,28,1,0,25,59,23,47,75,0,3,6,5,7 +polanpl01,2005,1,PHI,NL,43,158,26,50,7,0,3,20,0,0,12,9,0,3,0,0,3 +polanpl01,2005,2,DET,AL,86,343,58,116,20,2,6,36,4,3,21,16,0,8,2,4,9 +politcl01,2005,1,CHA,AL,68,1,1,1,0,0,0,1,0,0,0,0,0,0,0,0,0 +ponsosi01,2005,1,BAL,AL,23,4,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0 +posadjo01,2005,1,NYA,AL,142,474,67,124,23,0,19,71,1,0,66,94,5,2,0,4,8 +powelja04,2005,1,ATL,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +prattto02,2005,1,PHI,NL,60,175,17,44,4,0,7,23,0,0,19,50,5,2,0,0,3 +pridecu01,2005,1,LAA,AL,11,11,2,1,1,0,0,0,0,0,0,4,0,0,0,0,0 +prietch01,2005,1,LAA,AL,2,2,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +prinzbr01,2005,1,LAA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +priorma01,2005,1,CHN,NL,27,48,5,11,2,0,0,3,0,0,2,14,0,0,6,0,0 +proctsc01,2005,1,NYA,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +puffebr01,2005,1,SFN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pujolal01,2005,1,SLN,NL,161,591,129,195,38,2,41,117,16,2,97,65,27,9,0,3,19 +pulsibi01,2005,1,SLN,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +puntoni01,2005,1,MIN,AL,112,394,45,94,18,4,4,26,13,8,36,86,0,0,7,2,9 +putzjj01,2005,1,SEA,AL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +quallch01,2005,1,HOU,NL,77,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +quantpa01,2005,1,NYA,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +quantpa01,2005,2,SDN,NL,22,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +quantpa01,2005,3,FLO,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +quinlro01,2005,1,LAA,AL,54,134,17,31,8,0,5,14,0,1,7,26,0,1,0,1,4 +quinthu01,2005,1,HOU,NL,18,54,6,10,1,0,1,8,0,0,1,10,1,0,2,0,3 +quintom01,2005,1,COL,NL,39,128,16,28,1,1,0,7,2,1,9,15,0,0,6,0,3 +quirogu01,2005,1,TOR,AL,12,36,3,7,2,0,0,4,0,0,2,13,0,1,0,0,0 +radkebr01,2005,1,MIN,AL,31,5,0,0,0,0,0,0,0,0,0,2,0,0,2,0,0 +rakeraa01,2005,1,BAL,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ramirar01,2005,1,CHN,NL,123,463,72,140,30,0,31,92,0,1,35,60,4,6,0,2,15 +ramirel01,2005,1,CIN,NL,6,8,0,0,0,0,0,0,0,0,0,3,0,0,0,0,1 +ramirer01,2005,1,TEX,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ramirha01,2005,1,BOS,AL,2,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +ramirho01,2005,1,ATL,NL,34,73,4,16,3,0,0,2,0,0,1,17,0,0,3,0,2 +ramirju01,2005,1,SFN,NL,12,4,3,1,0,0,0,1,0,0,0,1,0,0,0,0,0 +ramirma02,2005,1,BOS,AL,152,554,112,162,30,1,45,144,1,0,80,119,9,10,0,6,20 +randajo01,2005,1,CIN,NL,92,332,44,96,26,1,13,48,0,0,33,52,2,2,0,1,6 +randajo01,2005,2,SDN,NL,58,223,27,57,17,1,4,20,0,1,14,29,1,2,0,2,5 +rasneda01,2005,1,WAS,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rauchjo01,2005,1,WAS,NL,15,7,1,1,0,0,0,1,0,0,0,5,0,0,1,0,0 +raych01,2005,1,BAL,AL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reamebr01,2005,1,OAK,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +redditi01,2005,1,SDN,NL,9,8,0,0,0,0,0,0,0,0,0,5,0,0,1,0,0 +redditi01,2005,2,NYA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +redmama01,2005,1,PIT,NL,30,53,1,6,0,0,0,2,0,0,3,21,0,0,4,0,4 +redmati01,2005,1,PIT,NL,135,319,33,80,12,4,2,26,4,1,19,27,0,1,2,3,8 +redmomi01,2005,1,MIN,AL,45,148,17,46,9,0,1,26,0,0,6,14,0,3,2,0,9 +reedje03,2005,1,SEA,AL,141,488,61,124,33,3,3,45,12,11,48,74,1,2,4,2,10 +reedke01,2005,1,BAL,AL,6,5,1,1,0,0,0,1,0,0,1,2,0,0,0,0,0 +reedst01,2005,1,BAL,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reeseke01,2005,1,NYA,AL,2,1,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +regilni01,2005,1,TEX,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reitsch01,2005,1,ATL,NL,76,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +relafde01,2005,1,COL,NL,73,210,24,47,13,2,1,16,3,3,22,42,2,4,1,1,1 +remlimi01,2005,1,CHN,NL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +remlimi01,2005,2,BOS,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +renteed01,2005,1,BOS,AL,153,623,100,172,36,4,8,70,9,4,55,100,0,3,6,5,15 +repkoja01,2005,1,LAN,NL,129,276,43,61,15,3,8,30,5,0,16,80,1,7,2,0,7 +resopch01,2005,1,FLO,NL,15,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +restomi01,2005,1,COL,NL,14,31,5,9,2,0,1,3,0,0,3,5,0,0,0,0,2 +restomi01,2005,2,PIT,NL,52,84,10,18,3,1,2,5,0,0,8,24,0,0,0,0,3 +reyesal01,2005,1,SLN,NL,65,1,0,0,0,0,0,0,0,0,1,1,0,0,1,0,0 +reyesan01,2005,1,SLN,NL,4,4,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +reyesde01,2005,1,SDN,NL,36,5,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +reyesjo01,2005,1,NYN,NL,161,696,99,190,24,17,7,58,60,15,27,78,0,2,4,4,7 +rhodear01,2005,1,CLE,AL,47,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +riedljo01,2005,1,FLO,NL,29,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +rileyma01,2005,1,TEX,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rincoju01,2005,1,MIN,AL,75,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rincori01,2005,1,OAK,AL,67,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ringro01,2005,1,NYN,NL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +riosal01,2005,1,TOR,AL,146,481,71,126,23,6,10,59,14,9,28,101,1,5,0,5,14 +riskeda01,2005,1,CLE,AL,58,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rivaslu01,2005,1,MIN,AL,59,136,21,35,3,1,1,12,4,0,9,17,0,2,0,1,2 +riverju01,2005,1,LAA,AL,106,350,46,95,17,1,15,59,1,9,23,44,0,0,2,1,15 +riverma01,2005,1,NYA,AL,71,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +riverre01,2005,1,SEA,AL,16,48,3,19,3,0,1,6,0,0,1,11,0,0,1,0,0 +roberbr01,2005,1,BAL,AL,143,561,92,176,45,7,18,73,27,10,67,83,5,3,5,4,6 +roberda07,2005,1,SDN,NL,115,411,65,113,19,10,8,38,23,12,53,59,3,1,11,4,9 +roberna01,2005,1,DET,AL,32,3,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +robleos01,2005,1,LAN,NL,110,364,44,99,18,1,5,34,0,8,31,33,0,2,1,1,8 +rodnefe01,2005,1,DET,AL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodrial01,2005,1,NYA,AL,162,605,124,194,29,1,48,130,21,6,91,139,8,16,0,3,8 +rodrife01,2005,1,NYA,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodrifr03,2005,1,LAA,AL,66,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodriiv01,2005,1,DET,AL,129,504,71,139,33,5,14,50,7,3,11,93,2,2,1,7,19 +rodrijo03,2005,1,SLN,NL,56,149,15,44,6,0,5,24,2,0,19,45,4,3,3,2,0 +rodrilu01,2005,1,MIN,AL,79,175,21,47,10,2,2,20,2,2,18,23,0,1,6,3,4 +rodriri03,2005,1,TEX,AL,12,3,0,1,0,0,0,1,0,0,0,1,0,0,0,0,0 +rodriwa01,2005,1,HOU,NL,25,40,3,6,0,0,0,1,0,0,2,16,0,0,1,0,0 +rogered01,2005,1,BAL,AL,8,1,4,1,0,0,1,2,0,2,0,0,0,0,0,0,0 +rogerke01,2005,1,TEX,AL,30,3,0,1,0,1,0,1,0,0,0,1,0,0,0,0,0 +rolensc01,2005,1,SLN,NL,56,196,28,46,12,1,5,28,1,2,25,28,1,1,0,1,3 +rolliji01,2005,1,PHI,NL,158,677,115,196,38,11,12,54,41,6,47,71,8,4,2,2,9 +romanja01,2005,1,CIN,NL,19,30,3,8,2,0,1,3,0,0,3,9,0,1,0,0,0 +romerjc01,2005,1,MIN,AL,68,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rosemi01,2005,1,LAN,NL,15,43,2,9,2,0,1,1,0,0,3,6,0,0,0,0,3 +rossco01,2005,1,LAN,NL,14,25,1,4,1,0,0,1,0,0,1,10,0,0,0,0,1 +rossda01,2005,1,PIT,NL,40,108,9,24,8,0,3,15,0,0,6,24,0,1,1,3,3 +rossda01,2005,2,SDN,NL,11,17,2,6,0,1,0,0,0,0,0,4,0,1,1,0,0 +rowanaa01,2005,1,CHA,AL,157,578,77,156,30,5,13,69,16,5,32,116,3,21,5,4,17 +rueteki01,2005,1,SFN,NL,21,30,1,5,1,0,0,1,0,0,1,2,0,0,6,0,1 +rupejo01,2005,1,TEX,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ruschgl01,2005,1,CHN,NL,46,41,2,6,2,0,0,0,0,0,1,9,0,1,0,0,2 +ryanbj01,2005,1,BAL,AL,69,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ryanmi03,2005,1,MIN,AL,57,117,7,27,5,0,2,13,1,2,9,22,1,0,4,1,5 +saarlki01,2005,1,OAK,AL,29,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sabatcc01,2005,1,CLE,AL,31,6,1,2,1,0,1,4,0,0,0,1,0,0,0,0,0 +sadlera01,2005,1,PIT,NL,3,8,1,2,0,0,1,1,0,0,0,1,0,0,0,0,0 +saenzol01,2005,1,LAN,NL,109,319,39,84,24,0,15,63,0,1,27,63,1,3,0,2,12 +sanchal03,2005,1,TBA,AL,43,133,28,46,8,1,2,13,6,3,7,25,1,0,3,2,3 +sanchal03,2005,2,SFN,NL,19,43,4,11,3,0,0,3,2,2,1,9,0,1,2,0,0 +sanchdu01,2005,1,LAN,NL,79,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sanchfr01,2005,1,PIT,NL,132,453,54,132,26,4,5,35,2,2,27,36,1,5,4,3,6 +sanchre01,2005,1,NYA,AL,23,43,7,12,1,0,0,2,0,1,2,3,0,1,2,0,2 +sandeda01,2005,1,CHA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sandere02,2005,1,SLN,NL,93,295,49,80,14,2,21,54,14,1,28,75,1,4,0,2,8 +sandoda01,2005,1,PHI,NL,3,2,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +santaer01,2005,1,LAA,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +santajo01,2005,1,MIN,AL,33,6,1,1,0,0,0,0,0,0,0,0,0,0,0,0,1 +santaju01,2005,1,MIL,NL,41,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +santibe01,2005,1,PIT,NL,6,23,1,6,1,1,0,0,0,0,0,3,0,0,0,0,1 +santijo03,2005,1,NYN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +santira01,2005,1,SEA,AL,8,8,2,1,0,0,0,0,0,0,1,2,0,3,1,0,0 +santovi01,2005,1,MIL,NL,29,40,1,3,0,0,0,0,0,0,0,13,0,0,3,0,0 +sardida01,2005,1,CIN,NL,1,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +sauersc01,2005,1,CLE,AL,58,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +saundjo01,2005,1,LAA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schilcu01,2005,1,BOS,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schmija01,2005,1,SFN,NL,29,53,2,5,0,0,1,2,0,0,0,32,0,1,6,0,0 +schmost01,2005,1,LAN,NL,48,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schnebr01,2005,1,WAS,NL,116,369,38,99,20,1,10,44,1,0,29,48,7,6,2,2,10 +schoesc01,2005,1,TOR,AL,80,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schumsk01,2005,1,SLN,NL,27,24,9,6,1,0,0,1,1,0,2,2,0,0,0,0,0 +scottlu01,2005,1,HOU,NL,34,80,6,15,4,2,0,4,1,1,9,23,1,0,0,0,0 +scutama01,2005,1,OAK,AL,118,381,48,94,22,3,9,37,5,2,36,48,1,0,4,2,6 +seabosc01,2005,1,SLN,NL,59,105,11,23,5,0,1,10,0,0,8,23,0,0,0,1,1 +seaneru01,2005,1,SDN,NL,57,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +seaybo01,2005,1,COL,NL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +seleaa01,2005,1,SEA,AL,21,3,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +selfto01,2005,1,HOU,NL,21,45,7,9,2,0,1,4,0,0,3,9,0,0,1,0,2 +seoja01,2005,1,NYN,NL,14,29,2,3,1,0,0,4,0,0,3,11,0,0,2,0,0 +sexsori01,2005,1,SEA,AL,156,558,99,147,36,1,39,121,1,1,89,167,4,6,0,3,14 +shabaad01,2005,1,SFN,NL,6,15,1,3,0,0,0,4,0,0,1,5,0,0,1,1,1 +shackbr01,2005,1,CIN,NL,37,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +shealry01,2005,1,COL,NL,36,91,14,30,7,0,2,16,1,0,13,22,0,0,0,0,6 +sheetbe01,2005,1,MIL,NL,22,45,0,1,0,0,0,0,0,0,1,17,0,0,7,0,0 +sheffga01,2005,1,NYA,AL,154,584,104,170,27,0,34,123,10,2,78,76,7,8,0,5,11 +sheltch01,2005,1,DET,AL,107,388,61,116,22,3,18,59,0,0,34,87,0,5,0,4,11 +sherrge01,2005,1,SEA,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shielsc01,2005,1,LAA,AL,78,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +shoppke01,2005,1,BOS,AL,9,15,1,0,0,0,0,0,0,0,0,7,0,1,0,0,0 +shortri01,2005,1,WAS,NL,11,15,4,6,2,0,2,4,0,0,1,1,0,1,0,0,0 +shousbr01,2005,1,TEX,AL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sierrru01,2005,1,NYA,AL,61,170,14,39,12,0,4,29,0,0,9,41,1,0,0,2,2 +silvaca01,2005,1,MIN,AL,27,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +simpsal01,2005,1,COL,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +simpsal01,2005,2,CIN,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +singlch01,2005,1,TBA,AL,28,59,9,16,5,0,0,11,0,0,6,14,0,1,1,0,1 +siscoan01,2005,1,KCA,AL,67,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +sizemgr01,2005,1,CLE,AL,158,640,111,185,37,11,22,81,22,10,52,132,1,7,5,2,17 +sledgte01,2005,1,WAS,NL,20,37,7,9,0,1,1,8,2,1,7,8,1,0,0,2,3 +smallaa01,2005,1,NYA,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithja05,2005,1,DET,AL,27,58,4,11,1,2,0,2,2,1,0,16,0,1,4,0,0 +smithtr01,2005,1,FLO,NL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smoltjo01,2005,1,ATL,NL,33,68,1,10,2,1,0,3,0,0,3,26,0,0,12,0,3 +snellch02,2005,1,SEA,AL,15,29,4,8,2,0,1,1,0,2,5,2,0,0,1,0,0 +snellia01,2005,1,PIT,NL,15,8,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +snowjt01,2005,1,SFN,NL,117,367,40,101,17,2,4,40,1,0,32,61,1,7,2,2,6 +snydech02,2005,1,ARI,NL,115,326,24,66,14,0,6,28,0,1,40,87,5,4,3,0,6 +snydeky01,2005,1,KCA,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sorenza01,2005,1,LAA,AL,12,12,3,2,1,0,0,0,0,0,0,2,0,0,1,0,0 +soriaal01,2005,1,TEX,AL,156,637,102,171,43,2,36,104,30,2,33,125,3,7,0,5,6 +soriara01,2005,1,SEA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sosajo02,2005,1,ATL,NL,45,31,1,3,0,0,0,0,0,0,1,15,0,0,3,0,1 +sosasa01,2005,1,BAL,AL,102,380,39,84,15,1,14,45,1,1,39,84,3,2,0,3,15 +sotoge01,2005,1,CHN,NL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +speieju01,2005,1,TOR,AL,65,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +speiery01,2005,1,COL,NL,22,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +spiezsc01,2005,1,SEA,AL,29,47,2,3,1,0,1,1,0,0,4,18,0,0,0,0,1 +spilbry01,2005,1,COL,NL,1,4,0,2,0,0,0,1,0,0,0,1,0,0,0,0,0 +spiveju01,2005,1,MIL,NL,49,182,22,43,8,1,5,17,7,3,18,57,1,1,1,0,3 +spiveju01,2005,2,WAS,NL,28,77,15,17,7,0,2,7,2,0,11,26,1,2,0,1,0 +sprinru01,2005,1,HOU,NL,62,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +spurlch01,2005,1,DET,AL,56,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stairma01,2005,1,KCA,AL,127,396,55,109,26,1,13,66,1,2,60,69,4,5,0,5,9 +standja01,2005,1,TEX,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +standja01,2005,2,CIN,NL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stantmi02,2005,1,NYA,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stantmi02,2005,2,WAS,NL,30,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stantmi02,2005,3,BOS,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +staufti01,2005,1,SDN,NL,15,24,1,3,1,0,0,1,0,0,0,10,0,0,3,0,0 +stemlst01,2005,1,KCA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sternad01,2005,1,BOS,AL,36,15,4,2,0,0,1,2,1,1,0,4,0,1,0,0,0 +stewash01,2005,1,MIN,AL,132,551,69,151,27,3,10,56,7,5,34,73,2,8,1,5,11 +stinnke01,2005,1,ARI,NL,59,129,15,32,4,0,6,12,0,0,12,32,3,1,1,0,4 +stoneri01,2005,1,CIN,NL,23,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +streehu01,2005,1,OAK,AL,67,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stricsc01,2005,1,HOU,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stronja01,2005,1,SEA,AL,16,20,6,5,0,1,0,2,0,0,2,6,0,1,0,1,0 +sturtta01,2005,1,NYA,AL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sullico01,2005,1,COL,NL,139,378,64,111,15,4,4,30,12,3,28,83,0,3,10,5,6 +suppaje01,2005,1,SLN,NL,32,58,5,12,2,0,1,5,0,0,3,9,0,0,6,0,0 +surhobj01,2005,1,BAL,AL,91,303,30,78,11,2,5,34,0,0,11,32,1,1,2,4,6 +suzukic01,2005,1,SEA,AL,162,679,111,206,21,12,15,68,33,8,48,66,23,4,2,6,5 +sweenma01,2005,1,SDN,NL,135,221,31,65,12,1,8,40,4,0,40,58,3,0,1,5,6 +sweenmi01,2005,1,KCA,AL,122,470,63,141,39,0,21,83,3,0,33,61,7,4,1,6,16 +swishni01,2005,1,OAK,AL,131,462,66,109,32,1,21,74,0,1,55,110,3,4,0,1,9 +switzjo01,2005,1,TBA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tadanka01,2005,1,CLE,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tagucso01,2005,1,SLN,NL,143,396,45,114,21,2,8,53,11,2,20,62,2,2,2,4,11 +takatsh01,2005,1,CHA,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +takatsh01,2005,2,NYN,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tallebr01,2005,1,CLE,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +taschja01,2005,1,SFN,NL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tavarju01,2005,1,SLN,NL,74,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +taverwi01,2005,1,HOU,NL,152,592,82,172,13,4,3,29,34,11,25,103,1,7,7,4,4 +taylore01,2005,1,TBA,AL,11,22,2,4,2,0,0,1,2,0,2,7,0,0,0,0,0 +teahema01,2005,1,KCA,AL,130,447,60,110,29,4,7,55,7,2,40,107,2,1,2,1,13 +teixema01,2005,1,TEX,AL,162,644,112,194,41,3,43,144,4,0,72,124,5,11,0,3,18 +tejadmi01,2005,1,BAL,AL,162,654,89,199,50,5,26,98,5,1,40,83,9,7,0,3,26 +tejedro01,2005,1,PHI,NL,26,20,1,2,0,1,0,0,0,0,0,9,0,0,5,0,0 +tejermi01,2005,1,TEX,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +telemam01,2005,1,PHI,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +terrelu01,2005,1,ARI,NL,88,161,23,37,6,1,4,20,3,2,14,40,0,6,2,1,5 +thamema01,2005,1,DET,AL,38,107,11,21,2,0,7,16,0,0,9,38,1,1,0,1,1 +theriry01,2005,1,CHN,NL,9,13,3,2,1,0,0,0,0,0,1,2,0,0,0,0,0 +thomach01,2005,1,OAK,AL,30,46,4,5,0,0,0,1,0,1,5,8,0,4,0,0,0 +thomafr04,2005,1,CHA,AL,34,105,19,23,3,0,12,26,0,0,16,31,0,0,0,3,2 +thomeji01,2005,1,PHI,NL,59,193,26,40,7,0,7,30,0,0,45,59,4,2,0,2,5 +thompbr01,2005,1,SLN,NL,41,6,0,1,0,0,0,0,0,0,0,2,0,0,1,0,0 +thompde01,2005,1,LAN,NL,4,4,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +thompju02,2005,1,TEX,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thomsjo01,2005,1,ATL,NL,17,25,2,5,2,0,0,2,0,0,2,12,0,0,9,0,0 +thornma01,2005,1,SEA,AL,55,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tiffete01,2005,1,MIN,AL,54,150,9,31,8,1,1,15,1,0,8,15,1,0,0,1,10 +timlimi01,2005,1,BOS,AL,81,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tomkobr01,2005,1,SFN,NL,33,55,3,9,1,0,0,5,0,0,2,22,0,0,10,0,0 +torcato01,2005,1,SFN,NL,11,11,1,3,0,0,0,0,0,0,1,2,0,0,0,0,2 +torrean02,2005,1,TEX,AL,8,19,2,3,1,0,0,1,1,0,1,6,0,0,0,1,0 +torresa01,2005,1,PIT,NL,78,4,0,2,0,0,0,0,0,0,0,2,0,0,0,0,0 +torreyo01,2005,1,SFN,NL,34,93,18,21,8,0,1,7,1,0,9,25,1,1,2,0,3 +torreyo01,2005,2,SEA,AL,42,108,14,26,4,0,2,8,0,0,7,25,0,1,3,0,5 +towerjo01,2005,1,TOR,AL,33,6,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +trachst01,2005,1,NYN,NL,6,15,0,1,0,0,0,0,0,0,0,7,0,0,0,0,0 +tracych01,2005,1,ARI,NL,145,503,73,155,34,4,27,72,3,1,35,78,4,8,1,6,10 +treanma01,2005,1,FLO,NL,58,134,10,27,8,0,0,13,0,0,16,28,1,3,1,0,5 +tsaoch01,2005,1,COL,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tuckemi01,2005,1,SFN,NL,104,250,32,60,16,1,5,33,4,0,28,48,3,2,2,4,6 +tuckemi01,2005,2,PHI,NL,22,18,3,4,0,0,0,3,0,0,3,4,0,0,0,0,1 +tucketj01,2005,1,WAS,NL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +turnbde01,2005,1,MIL,NL,69,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tynerja01,2005,1,MIN,AL,18,56,8,18,1,1,0,5,2,0,4,4,0,0,0,0,2 +urbinug01,2005,1,DET,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +urbinug01,2005,2,PHI,NL,56,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +uribeju01,2005,1,CHA,AL,146,481,58,121,23,3,16,71,4,6,34,77,0,4,11,10,7 +utleych01,2005,1,PHI,NL,147,543,93,158,39,6,28,105,16,3,69,109,5,9,0,7,10 +valdeis01,2005,1,FLO,NL,14,13,0,2,0,0,0,0,0,0,0,2,0,0,3,0,0 +valdewi01,2005,1,SEA,AL,42,126,9,25,5,1,0,8,2,2,6,25,0,0,1,0,1 +valdewi01,2005,2,SDN,NL,9,13,0,3,2,0,0,1,0,0,2,1,0,0,0,0,1 +valener01,2005,1,NYN,NL,28,43,4,8,3,0,0,1,0,0,7,17,3,0,0,0,0 +valenja01,2005,1,CIN,NL,76,221,36,62,11,0,14,50,0,0,30,37,3,0,0,3,5 +valenjo03,2005,1,LAN,NL,56,147,17,25,4,2,2,14,3,1,31,38,2,4,0,2,2 +valenjo04,2005,1,CIN,NL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +valvejo01,2005,1,ARI,NL,61,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vanbuje01,2005,1,CHN,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vargacl01,2005,1,WAS,NL,4,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +vargacl01,2005,2,ARI,NL,21,34,1,3,0,0,0,3,0,0,2,7,0,0,7,0,2 +vargaja01,2005,1,FLO,NL,18,26,3,8,2,0,0,2,0,0,1,7,0,0,0,0,0 +varitja01,2005,1,BOS,AL,133,470,70,132,30,1,22,70,2,0,62,117,3,3,1,3,10 +vasqujo01,2005,1,ATL,NL,7,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +vazquja01,2005,1,ARI,NL,33,63,2,15,1,0,1,2,0,0,3,10,0,0,6,0,0 +vazqura01,2005,1,BOS,AL,27,61,6,12,2,0,0,4,0,0,3,14,0,0,2,0,0 +vazqura01,2005,2,CLE,AL,12,24,1,6,3,0,0,1,0,0,2,3,0,0,0,0,0 +ventomi01,2005,1,NYA,AL,2,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +verlaju01,2005,1,DET,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +victosh01,2005,1,PHI,NL,21,17,5,5,0,0,2,8,0,0,0,3,0,0,0,2,0 +vidrojo01,2005,1,WAS,NL,87,309,38,85,21,2,7,32,0,0,31,30,3,1,2,4,8 +villaos01,2005,1,ARI,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +villoro01,2005,1,SEA,AL,52,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +villoro01,2005,2,FLO,NL,27,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +vizcajo01,2005,1,HOU,NL,98,187,15,46,10,2,1,23,2,0,15,40,4,0,1,2,2 +vizcalu01,2005,1,CHA,AL,65,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vizquom01,2005,1,SFN,NL,152,568,66,154,28,4,3,45,24,10,56,58,0,5,20,2,10 +vogelry01,2005,1,PIT,NL,44,9,0,1,1,0,0,0,0,0,0,4,0,1,0,0,0 +volqued01,2005,1,TEX,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +waechdo01,2005,1,TBA,AL,29,2,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +wagnebi02,2005,1,PHI,NL,75,3,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +wagnery01,2005,1,CIN,NL,42,1,1,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +wainwad01,2005,1,SLN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wakefti01,2005,1,BOS,AL,33,8,1,2,0,0,0,1,0,0,0,2,0,0,1,0,0 +walkeja01,2005,1,DET,AL,66,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +walkeke01,2005,1,CHA,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +walkela01,2005,1,SLN,NL,100,315,66,91,20,1,15,52,2,1,41,64,3,9,0,2,9 +walkepe01,2005,1,TOR,AL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +walketo04,2005,1,CHN,NL,110,397,50,121,25,3,12,40,1,1,31,40,1,1,2,2,8 +walkety01,2005,1,SFN,NL,67,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wangch01,2005,1,NYA,AL,18,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wardda01,2005,1,PIT,NL,133,407,46,106,21,1,12,63,0,2,37,60,10,1,0,8,18 +wasdijo01,2005,1,TEX,AL,31,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +washbja01,2005,1,LAA,AL,29,4,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +watsobr01,2005,1,WAS,NL,25,40,8,7,1,1,1,5,0,2,4,8,0,0,4,0,0 +watsoma02,2005,1,OAK,AL,19,48,4,9,3,0,0,5,0,0,2,4,0,0,0,0,1 +weathda01,2005,1,CIN,NL,73,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +weaveje01,2005,1,LAN,NL,39,70,6,16,2,0,0,7,0,0,2,19,0,0,6,0,0 +webbbr01,2005,1,ARI,NL,33,62,0,6,0,0,0,2,0,0,1,30,0,0,13,0,0 +webbjo01,2005,1,TBA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +weberbe01,2005,1,CIN,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +weeksri01,2005,1,MIL,NL,96,360,56,86,13,2,13,42,15,2,40,96,2,11,2,1,11 +welleto01,2005,1,CHN,NL,22,4,1,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +wellsda01,2005,1,BOS,AL,30,7,1,1,0,0,0,1,0,0,0,2,0,0,0,0,0 +wellski01,2005,1,PIT,NL,34,57,4,9,1,0,1,2,0,0,0,26,0,1,3,0,0 +wellsve01,2005,1,TOR,AL,156,620,78,167,30,3,28,97,8,3,47,86,3,3,0,8,13 +werthja01,2005,1,LAN,NL,102,337,46,79,22,2,7,43,11,2,48,114,2,6,1,3,10 +westbja01,2005,1,CLE,AL,34,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +wheelda01,2005,1,HOU,NL,71,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +whiteel03,2005,1,BAL,AL,9,12,1,3,0,0,0,1,0,0,0,2,0,0,0,0,1 +whitega01,2005,1,SLN,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +whitema02,2005,1,TOR,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +whitema03,2005,1,WAS,NL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +whiteri01,2005,1,PIT,NL,71,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +whitero02,2005,1,DET,AL,97,374,49,117,24,3,12,53,1,0,17,48,0,5,0,4,8 +wickmbo01,2005,1,CLE,AL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +widgech01,2005,1,CHA,AL,45,141,18,34,8,0,4,11,0,2,10,22,0,1,2,0,5 +wiggity01,2005,1,PIT,NL,57,155,20,40,9,1,7,25,0,1,14,30,0,1,1,0,3 +wilkebr01,2005,1,WAS,NL,148,565,76,140,42,7,11,57,8,10,84,147,9,7,3,2,6 +willibe02,2005,1,NYA,AL,141,485,53,121,19,1,12,64,1,2,53,75,1,1,1,6,16 +willida07,2005,1,PIT,NL,25,42,2,5,1,0,0,4,0,0,1,21,0,0,6,1,0 +willido03,2005,1,FLO,NL,40,92,14,24,4,0,1,11,0,0,3,13,0,1,4,1,2 +willige02,2005,1,NYN,NL,39,30,9,7,2,0,1,3,2,0,1,7,0,0,1,0,0 +willigl01,2005,1,MIN,AL,13,40,3,17,1,0,0,3,1,2,2,7,0,0,1,0,0 +willije02,2005,1,SFN,NL,4,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +willije02,2005,2,CHN,NL,18,30,1,3,1,0,0,0,0,0,0,16,0,0,6,0,0 +willijo03,2005,1,FLO,NL,16,23,3,7,1,0,0,4,0,0,2,5,0,2,1,0,1 +willira01,2005,1,SDN,NL,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +willira01,2005,2,COL,NL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +willisc01,2005,1,CHN,NL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +willito02,2005,1,BAL,AL,72,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +williwo02,2005,1,SDN,NL,30,46,3,7,0,0,0,3,1,0,0,19,0,0,8,1,1 +wilsocj01,2005,1,TEX,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wilsocr03,2005,1,PIT,NL,59,197,23,52,14,1,5,22,3,0,30,69,2,10,0,1,6 +wilsoda01,2005,1,SEA,AL,11,27,2,5,0,0,0,2,0,1,0,10,0,1,0,0,1 +wilsoen01,2005,1,CHN,NL,15,22,1,3,2,0,0,0,0,0,3,1,0,0,0,0,0 +wilsoja02,2005,1,PIT,NL,158,587,60,151,24,7,8,52,7,3,31,58,6,6,11,4,11 +wilsojo03,2005,1,FLO,NL,11,10,2,1,1,0,0,0,0,0,0,4,0,1,0,0,0 +wilsopa02,2005,1,CIN,NL,9,17,1,3,0,0,0,1,0,0,0,11,0,0,2,0,0 +wilsopr01,2005,1,COL,NL,71,267,39,69,15,1,15,47,3,2,25,77,0,1,1,2,8 +wilsopr01,2005,2,WAS,NL,68,253,34,66,14,1,10,43,3,4,20,71,0,6,0,1,10 +wilsova01,2005,1,DET,AL,61,152,18,30,4,0,3,19,0,0,11,26,0,6,2,2,6 +winnra01,2005,1,SEA,AL,102,386,46,106,25,1,6,37,12,6,37,53,3,4,6,3,7 +winnra01,2005,2,SFN,NL,58,231,39,83,22,5,14,26,7,5,11,38,1,1,4,0,4 +wisema01,2005,1,MIL,NL,49,1,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0 +witasja01,2005,1,COL,NL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +witasja01,2005,2,OAK,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wolfra02,2005,1,PHI,NL,15,26,2,4,2,0,0,1,0,0,1,8,0,0,1,0,0 +womacto01,2005,1,NYA,AL,108,329,46,82,8,1,0,15,27,5,12,49,0,1,7,2,7 +woodke02,2005,1,CHN,NL,21,18,0,2,2,0,0,2,0,0,1,6,0,0,2,0,0 +woodmi01,2005,1,KCA,AL,47,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +woodsja01,2005,1,LAA,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +woodwch01,2005,1,NYN,NL,81,173,16,49,10,0,3,18,0,0,13,46,0,2,2,2,2 +woodyma01,2005,1,DET,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wootesh01,2005,1,BOS,AL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +worreti01,2005,1,PHI,NL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +worreti01,2005,2,ARI,NL,32,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +wrighda03,2005,1,NYN,NL,160,575,99,176,42,1,27,102,17,7,72,113,2,7,0,3,16 +wrighja01,2005,1,COL,NL,35,55,2,8,1,0,0,3,0,0,1,21,0,0,3,0,0 +wrighja02,2005,1,NYA,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wuertmi01,2005,1,CHN,NL,75,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +wunscke01,2005,1,LAN,NL,46,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +yabuke01,2005,1,OAK,AL,40,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +yanes01,2005,1,LAA,AL,49,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +youklke01,2005,1,BOS,AL,44,79,11,22,7,0,1,9,0,1,14,19,0,2,0,0,0 +youngch03,2005,1,TEX,AL,31,5,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +youngdm01,2005,1,DET,AL,126,469,61,127,25,3,21,72,1,0,29,100,7,9,0,1,16 +younger01,2005,1,SDN,NL,56,142,22,39,9,0,2,12,7,6,18,12,0,0,3,0,4 +youngmi02,2005,1,TEX,AL,159,668,114,221,40,5,24,91,5,2,58,91,0,3,0,3,20 +youngwa01,2005,1,BAL,AL,14,33,2,10,1,0,1,3,0,0,4,7,1,0,0,0,1 +zambrca01,2005,1,CHN,NL,34,80,8,24,6,2,1,6,0,0,0,25,0,0,4,0,2 +zambrvi01,2005,1,NYN,NL,31,53,2,7,0,1,0,2,0,0,0,22,0,0,5,0,0 +zaungr01,2005,1,TOR,AL,133,434,61,109,18,1,11,61,2,3,73,70,2,0,0,5,11 +zimmery01,2005,1,WAS,NL,20,58,6,23,10,0,0,6,0,0,3,12,0,0,0,1,1 +zitoba01,2005,1,OAK,AL,35,7,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +aardsda01,2006,1,CHN,NL,45,2,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +abadan01,2006,1,CIN,NL,5,3,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0 +abercre01,2006,1,FLO,NL,111,255,39,54,12,2,5,24,6,5,18,78,2,3,4,1,2 +abreubo01,2006,1,PHI,NL,98,339,61,94,25,2,8,65,20,4,91,86,5,2,0,6,8 +abreubo01,2006,2,NYA,AL,58,209,37,69,16,0,7,42,10,2,33,52,1,1,2,3,5 +abreuwi01,2006,1,BAL,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +accarje01,2006,1,SFN,NL,38,5,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +accarje01,2006,2,TOR,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +adamsmi03,2006,1,MIL,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +adamsru01,2006,1,TOR,AL,90,251,31,55,14,1,3,28,1,2,22,41,0,1,3,3,5 +adkinjo01,2006,1,SDN,NL,55,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +affelje01,2006,1,KCA,AL,27,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +affelje01,2006,2,COL,NL,27,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +aguilch01,2006,1,FLO,NL,47,95,5,22,8,1,0,7,2,1,9,26,1,0,0,0,2 +alberma01,2006,1,HOU,NL,4,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +alexama02,2006,1,SDN,NL,22,34,2,6,1,1,0,4,0,1,2,5,2,0,2,1,0 +alfonan01,2006,1,TEX,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +alfoned01,2006,1,LAA,AL,18,50,1,5,1,0,0,1,0,0,2,3,0,0,0,0,1 +alfoned01,2006,2,TOR,AL,12,37,4,6,1,0,0,4,0,0,5,1,0,1,0,0,1 +alfonel01,2006,1,SFN,NL,87,286,27,76,17,2,12,39,1,0,9,74,7,7,4,3,10 +alomasa02,2006,1,LAN,NL,27,62,3,20,5,0,0,9,0,0,0,7,0,0,0,0,3 +alomasa02,2006,2,CHA,AL,19,46,5,10,3,0,1,8,0,0,3,7,0,0,0,2,0 +aloumo01,2006,1,SFN,NL,98,345,52,104,25,1,22,74,2,1,28,31,2,1,0,4,15 +alvarab01,2006,1,BOS,AL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +amezaal01,2006,1,FLO,NL,132,334,42,87,9,3,3,19,20,12,33,46,4,3,7,1,5 +anderbr03,2006,1,CHA,AL,134,365,46,82,23,1,8,33,4,7,30,90,2,5,2,3,3 +anderdr01,2006,1,MIL,NL,9,9,3,1,0,0,0,0,0,0,1,4,0,0,0,0,0 +anderga01,2006,1,LAA,AL,141,543,63,152,28,2,17,85,1,0,38,95,11,0,0,7,8 +anderma02,2006,1,WAS,NL,109,215,31,59,13,2,5,23,2,4,18,41,1,1,3,2,1 +anderma02,2006,2,LAN,NL,25,64,12,24,3,2,7,15,2,2,7,8,0,0,1,1,3 +andinro01,2006,1,FLO,NL,11,24,0,4,1,0,0,2,1,0,1,6,0,0,1,2,0 +andrast01,2006,1,KCA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +aquingr01,2006,1,ARI,NL,42,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1 +ardoida01,2006,1,COL,NL,35,109,12,21,5,1,0,2,0,0,8,27,2,2,1,0,2 +ardoida01,2006,2,BAL,AL,5,13,2,1,0,0,0,1,0,0,1,6,0,1,0,0,1 +ariasjo01,2006,1,TEX,AL,6,11,4,6,1,0,0,1,0,1,1,0,0,0,0,0,0 +armasto02,2006,1,WAS,NL,30,50,1,3,0,0,0,1,0,0,1,21,0,0,5,0,2 +arroybr01,2006,1,CIN,NL,35,81,5,9,3,0,2,6,0,0,3,31,0,0,10,0,1 +asencmi01,2006,1,COL,NL,3,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +astacez01,2006,1,HOU,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +astacpe01,2006,1,WAS,NL,17,25,2,5,0,0,0,0,0,0,0,8,0,2,7,0,0 +atkinga01,2006,1,COL,NL,157,602,117,198,48,1,29,120,4,0,79,76,6,7,0,7,24 +aurilri01,2006,1,CIN,NL,122,440,61,132,25,1,23,70,3,0,34,51,1,1,2,4,10 +ausmubr01,2006,1,HOU,NL,139,439,37,101,16,1,2,39,3,1,45,71,2,6,9,3,21 +aybarer01,2006,1,LAA,AL,34,40,5,10,1,1,0,2,1,0,0,8,0,0,0,0,1 +aybarwi01,2006,1,LAN,NL,43,128,15,32,12,0,3,22,1,0,18,17,0,3,2,0,5 +aybarwi01,2006,2,ATL,NL,36,115,17,36,6,0,1,8,0,2,10,19,0,1,1,0,2 +backebr01,2006,1,HOU,NL,9,14,0,2,0,0,0,0,0,0,1,6,0,0,0,0,1 +baekch01,2006,1,SEA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +baezda01,2006,1,LAN,NL,46,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +baezda01,2006,2,ATL,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bajenje01,2006,1,ARI,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bakerje03,2006,1,COL,NL,18,57,13,21,7,2,5,21,2,0,1,14,0,0,0,0,0 +bakersc02,2006,1,MIN,AL,16,3,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +bakopa01,2006,1,KCA,AL,56,153,7,32,3,0,0,10,0,0,11,46,0,0,2,1,3 +baldero01,2006,1,TBA,AL,92,364,59,110,24,6,16,57,10,1,14,70,1,7,0,2,2 +bannibr01,2006,1,NYN,NL,8,12,2,4,3,0,0,2,0,0,0,3,0,0,1,0,0 +barajro01,2006,1,TEX,AL,97,344,49,88,20,0,11,41,0,0,17,51,0,4,5,1,9 +bardjo01,2006,1,BOS,AL,7,18,2,5,1,0,0,0,0,0,3,3,0,0,0,0,0 +bardjo01,2006,2,SDN,NL,93,231,28,78,19,0,9,40,1,0,27,39,1,1,2,2,9 +barfijo02,2006,1,SDN,NL,150,539,72,151,32,3,13,58,21,5,30,81,7,2,2,5,8 +barkeke01,2006,1,TOR,AL,12,17,3,4,1,0,1,1,0,0,1,10,0,0,0,0,0 +barmecl01,2006,1,COL,NL,131,478,57,105,26,4,7,56,5,4,22,72,6,9,19,7,2 +barnwch01,2006,1,MIL,NL,13,30,2,2,0,0,0,1,1,0,1,6,0,0,0,0,0 +barremi01,2006,1,CHN,NL,107,375,54,115,25,3,16,53,0,1,33,41,2,5,2,3,12 +barryke01,2006,1,ATL,NL,19,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +bartlja01,2006,1,MIN,AL,99,333,44,103,18,2,2,32,10,5,22,46,1,11,1,5,8 +barziph01,2006,1,HOU,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +batismi01,2006,1,ARI,NL,34,60,3,6,1,0,0,4,0,0,2,31,0,0,9,1,2 +batisto01,2006,1,MIN,AL,50,178,24,42,12,0,5,21,0,1,15,27,1,2,0,0,5 +bauerri01,2006,1,TEX,AL,58,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bautide01,2006,1,KCA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bautide01,2006,2,COL,NL,4,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bautijo02,2006,1,PIT,NL,117,400,58,94,20,3,16,51,2,4,46,110,2,16,3,4,12 +bayja01,2006,1,PIT,NL,159,570,101,163,29,3,35,109,11,2,102,156,9,8,0,9,15 +baylijo01,2006,1,PIT,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +beamtj01,2006,1,NYA,AL,20,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +beanco01,2006,1,NYA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +beckejo02,2006,1,BOS,AL,33,7,2,3,0,0,1,3,0,0,0,2,0,0,0,0,0 +bedarer01,2006,1,BAL,AL,33,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +beimejo01,2006,1,LAN,NL,62,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +belisma01,2006,1,CIN,NL,30,5,0,0,0,0,0,0,0,0,0,2,0,0,2,0,0 +bellda01,2006,1,PHI,NL,92,324,39,90,17,2,6,34,1,0,32,38,2,3,3,3,11 +bellda01,2006,2,MIL,NL,53,180,21,46,10,2,4,29,2,1,18,30,1,1,0,2,7 +bellhe01,2006,1,NYN,NL,22,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +bellhma01,2006,1,SDN,NL,115,253,26,48,11,2,8,27,0,0,32,90,0,2,0,1,3 +belliro01,2006,1,CLE,AL,93,350,43,102,21,0,8,44,2,0,21,45,0,4,2,2,8 +belliro01,2006,2,SLN,NL,54,194,20,46,9,1,5,23,0,3,15,36,2,1,1,0,9 +beltrad01,2006,1,SEA,AL,156,620,88,166,39,4,25,89,11,5,47,118,4,10,1,3,15 +beltrca01,2006,1,NYN,NL,140,510,127,140,38,1,41,116,18,3,95,99,6,4,1,7,6 +benitar01,2006,1,SFN,NL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bennega01,2006,1,SLN,NL,60,157,13,35,5,0,4,22,0,0,11,30,2,0,2,0,3 +benoijo01,2006,1,TEX,AL,56,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bensokr01,2006,1,BAL,AL,30,9,1,1,0,0,1,2,0,0,0,3,0,0,0,0,0 +bergmja01,2006,1,WAS,NL,29,8,0,0,0,0,0,0,0,0,1,2,0,0,2,0,0 +berkmla01,2006,1,HOU,NL,152,536,95,169,29,0,45,136,3,2,98,106,22,4,0,8,11 +bernead01,2006,1,PHI,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bernead01,2006,2,KCA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +berroan01,2006,1,KCA,AL,132,474,45,111,18,1,9,54,3,1,14,88,1,3,9,3,21 +betanra01,2006,1,CLE,AL,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +betanyu01,2006,1,SEA,AL,157,558,68,161,28,6,8,47,11,8,17,54,0,1,7,1,10 +betemwi01,2006,1,ATL,NL,88,199,30,56,16,0,9,29,2,1,19,57,3,0,1,0,4 +betemwi01,2006,2,LAN,NL,55,174,19,42,7,0,9,24,1,0,17,45,3,0,0,2,7 +bigbila01,2006,1,SLN,NL,17,25,2,6,1,0,0,1,0,0,3,9,0,0,0,0,1 +biggicr01,2006,1,HOU,NL,145,548,79,135,33,0,21,62,3,2,40,84,1,9,5,5,15 +billich01,2006,1,LAN,NL,18,24,2,2,0,0,0,2,0,0,2,15,0,1,1,0,0 +birkiku01,2006,1,BAL,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +blakeca01,2006,1,CLE,AL,109,401,63,113,20,1,19,68,6,0,45,93,5,4,1,5,11 +blaloha01,2006,1,TEX,AL,152,591,76,157,26,3,16,89,1,0,51,98,6,2,0,2,15 +blancan01,2006,1,KCA,AL,33,87,9,21,4,1,0,9,0,1,5,14,0,1,3,0,2 +blanche01,2006,1,CHN,NL,74,241,23,64,15,2,6,37,0,0,14,38,1,0,4,2,8 +blantjo01,2006,1,OAK,AL,32,2,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +bloomwi01,2006,1,SEA,AL,102,251,36,62,6,2,1,15,16,3,24,40,0,4,2,2,3 +blumge01,2006,1,SDN,NL,109,276,27,70,17,1,4,34,0,1,17,51,1,0,2,4,5 +bocachi01,2006,1,OAK,AL,8,13,3,3,0,0,0,0,1,0,3,4,0,0,0,0,0 +bohntj01,2006,1,SEA,AL,18,14,2,2,0,0,1,2,0,0,2,8,0,0,0,0,0 +bondeje01,2006,1,DET,AL,34,4,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +bondsba01,2006,1,SFN,NL,130,367,74,99,23,0,26,77,3,0,115,51,38,10,0,1,9 +bonsebo01,2006,1,MIN,AL,18,3,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +bookech01,2006,1,KCA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bookech01,2006,2,WAS,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +booneaa01,2006,1,CLE,AL,104,354,50,89,19,1,7,46,5,4,27,62,1,6,4,1,4 +bootcch01,2006,1,LAA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +borchjo01,2006,1,SEA,AL,6,9,3,2,0,0,0,0,0,1,0,3,0,0,0,0,0 +borchjo01,2006,2,FLO,NL,108,230,30,53,7,1,10,28,0,2,28,66,3,3,0,0,5 +borkoda01,2006,1,HOU,NL,40,5,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +borowjo01,2006,1,FLO,NL,72,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bottsja01,2006,1,TEX,AL,20,50,8,11,4,0,1,6,0,0,8,18,1,0,0,2,0 +bournmi01,2006,1,PHI,NL,17,8,2,1,0,0,0,0,1,2,1,3,0,0,2,0,0 +bowenro01,2006,1,SDN,NL,94,94,22,23,5,0,3,13,0,1,13,26,0,1,1,1,1 +bowiemi01,2006,1,WAS,NL,15,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +boyerbl01,2006,1,ATL,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bradfch01,2006,1,NYN,NL,70,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bradlmi01,2006,1,OAK,AL,96,351,53,97,14,2,14,52,10,2,51,65,1,2,0,1,13 +branyru01,2006,1,TBA,AL,64,169,23,34,10,0,12,27,2,0,19,62,0,2,1,2,1 +branyru01,2006,2,SDN,NL,27,72,14,21,1,0,6,9,0,0,15,27,1,1,0,1,0 +braunry01,2006,1,KCA,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +braybi01,2006,1,WAS,NL,19,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +braybi01,2006,2,CIN,NL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brazede01,2006,1,SDN,NL,9,4,0,1,1,0,0,1,0,0,0,2,0,0,0,0,0 +brazoyh01,2006,1,LAN,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +breslcr01,2006,1,BOS,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +britoeu01,2006,1,PHI,NL,5,6,0,0,0,0,0,0,0,0,1,4,0,0,0,0,0 +brittch01,2006,1,BAL,AL,52,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brocado01,2006,1,SDN,NL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brousbe01,2006,1,CLE,AL,88,268,44,86,14,0,13,46,0,1,17,58,1,1,0,2,5 +brousbe01,2006,2,SEA,AL,56,164,17,39,7,0,8,17,2,0,9,45,2,2,0,2,3 +broweji01,2006,1,BAL,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +broweji01,2006,2,SDN,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brownad01,2006,1,TEX,AL,25,36,6,7,1,0,0,2,1,0,2,9,0,0,1,1,2 +brownan01,2006,1,CLE,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brownem01,2006,1,KCA,AL,147,527,77,151,41,2,15,81,6,3,59,95,3,5,0,10,15 +brownje02,2006,1,OAK,AL,5,10,1,3,2,0,0,0,0,0,1,1,0,0,0,0,0 +broxtjo01,2006,1,LAN,NL,68,2,0,0,0,0,0,0,0,0,1,2,0,0,1,0,0 +brunebr01,2006,1,NYA,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brunter01,2006,1,HOU,NL,73,119,11,33,8,0,0,10,3,1,13,21,1,1,2,1,2 +buchhta01,2006,1,HOU,NL,23,30,0,1,0,0,0,0,0,0,1,11,0,0,4,0,0 +buckjo01,2006,1,KCA,AL,114,371,37,91,21,1,11,50,0,2,26,84,2,7,4,1,7 +buehrma01,2006,1,CHA,AL,32,4,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +bulgeja01,2006,1,LAA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +burgoam01,2006,1,KCA,AL,68,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +burkech01,2006,1,HOU,NL,123,366,58,101,23,1,9,40,11,1,27,77,0,14,4,2,6 +burneaj01,2006,1,TOR,AL,21,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +burnije01,2006,1,PIT,NL,111,313,35,72,12,0,16,49,1,1,22,74,4,5,0,2,8 +burnsmi01,2006,1,CIN,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +burnsmi01,2006,2,BOS,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +burrebr01,2006,1,BAL,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +burrepa01,2006,1,PHI,NL,144,462,80,119,24,1,29,95,0,0,98,131,5,3,0,4,11 +burrose01,2006,1,TBA,AL,8,21,3,4,1,0,0,1,1,0,4,7,0,0,0,0,1 +bushda01,2006,1,MIL,NL,34,62,6,11,3,0,0,9,0,0,0,25,0,1,9,0,1 +bynumfr01,2006,1,CHN,NL,71,136,20,35,5,5,4,12,8,4,9,44,0,1,2,0,2 +byrdati01,2006,1,BAL,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +byrdma01,2006,1,WAS,NL,78,197,28,44,8,1,5,18,3,3,22,47,1,6,1,2,6 +byrdpa01,2006,1,CLE,AL,31,4,0,1,0,0,0,0,0,0,0,0,0,0,2,0,0 +byrneer01,2006,1,ARI,NL,143,562,82,150,37,3,26,79,25,3,34,88,2,5,2,3,12 +cabreda01,2006,1,BAL,AL,26,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +cabrefe01,2006,1,CLE,AL,51,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cabreme01,2006,1,NYA,AL,130,460,75,129,26,2,7,50,12,5,56,59,3,2,5,1,9 +cabremi01,2006,1,FLO,NL,158,576,112,195,50,2,26,114,9,6,86,108,27,10,0,4,18 +cabreor01,2006,1,LAA,AL,153,607,95,171,45,1,9,72,27,3,51,58,0,3,3,11,12 +cainma01,2006,1,SFN,NL,32,57,1,8,2,0,0,1,0,0,1,28,0,0,8,0,0 +cairomi01,2006,1,NYA,AL,81,222,28,53,12,3,0,30,13,1,13,31,0,1,5,3,4 +calerki01,2006,1,OAK,AL,70,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +callaal01,2006,1,ARI,NL,23,42,2,10,1,1,0,6,0,1,4,6,0,0,0,1,0 +camermi01,2006,1,SDN,NL,141,552,88,148,34,9,22,83,25,9,71,142,2,6,0,5,8 +campbbr02,2006,1,WAS,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +campijo01,2006,1,SEA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +campsh01,2006,1,TBA,AL,75,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cannian01,2006,1,NYA,AL,13,8,5,2,0,0,1,1,0,0,1,1,0,0,0,0,1 +canoro01,2006,1,NYA,AL,122,482,62,165,41,1,15,78,5,2,18,54,3,2,1,5,19 +cantujo01,2006,1,TBA,AL,107,413,40,103,18,2,14,62,1,1,26,91,2,3,0,6,16 +capeljo01,2006,1,MIL,NL,61,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +cappsma01,2006,1,PIT,NL,85,2,1,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +capuach01,2006,1,MIL,NL,35,68,3,8,1,0,0,3,0,0,2,35,0,0,5,0,0 +carmofa01,2006,1,CLE,AL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +carpech01,2006,1,SLN,NL,32,71,2,9,0,0,0,2,0,0,0,27,0,0,9,0,0 +carragi01,2006,1,LAN,NL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +carrahe01,2006,1,LAA,AL,56,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +carroja01,2006,1,COL,NL,136,463,84,139,23,5,5,36,10,12,56,66,1,3,9,3,10 +cartela02,2006,1,LAN,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +caseyse01,2006,1,PIT,NL,59,213,30,63,15,0,3,29,0,0,23,22,5,6,0,2,7 +caseyse01,2006,2,DET,AL,53,184,17,45,7,0,5,30,0,1,10,21,4,1,0,1,3 +casilal01,2006,1,MIN,AL,9,4,1,1,0,0,0,0,0,0,2,1,0,0,0,0,0 +cassisc01,2006,1,SDN,NL,42,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +castijo02,2006,1,PIT,NL,148,518,54,131,25,0,14,65,6,4,32,98,8,5,1,6,22 +castilu01,2006,1,MIN,AL,142,584,84,173,22,6,3,49,25,11,56,58,0,1,9,2,14 +castivi02,2006,1,SDN,NL,72,254,24,59,10,0,4,23,0,0,9,46,0,2,0,4,5 +castivi02,2006,2,COL,NL,15,21,2,4,0,0,1,4,0,0,0,3,0,1,0,0,2 +castrbe01,2006,1,WAS,NL,42,110,18,25,1,3,0,10,7,2,9,18,0,0,1,0,2 +castrfa01,2006,1,TEX,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +castrfa01,2006,2,PHI,NL,16,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1 +castrju01,2006,1,MIN,AL,50,156,10,36,5,2,1,14,1,1,6,23,0,0,1,1,6 +castrju01,2006,2,CIN,NL,54,95,8,27,5,1,2,14,0,1,5,13,0,0,0,0,0 +castrra01,2006,1,NYN,NL,40,126,13,30,7,0,4,12,0,0,15,40,2,1,1,1,2 +catalfr01,2006,1,TOR,AL,128,437,56,131,36,2,7,56,1,3,52,37,0,4,2,4,11 +cedenro02,2006,1,CHN,NL,151,534,51,131,18,7,6,41,8,8,17,109,4,3,15,3,10 +cepicma01,2006,1,FLO,NL,9,18,0,2,0,0,0,0,0,0,1,4,0,0,0,0,0 +chacigu01,2006,1,TOR,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chacosh01,2006,1,NYA,AL,17,2,1,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +chacosh01,2006,2,PIT,NL,9,13,1,1,1,0,0,1,0,0,0,5,0,0,2,0,0 +chaveen01,2006,1,NYN,NL,133,353,48,108,22,5,4,42,12,3,24,44,3,0,11,2,7 +chaveer01,2006,1,OAK,AL,137,485,74,117,24,2,22,72,3,0,84,100,6,1,0,6,19 +chavera01,2006,1,BAL,AL,16,28,1,5,0,0,0,0,0,0,1,4,0,0,0,0,0 +chenbr01,2006,1,BAL,AL,40,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +chicktr01,2006,1,SEA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +childja01,2006,1,TBA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +choatra01,2006,1,ARI,NL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +choosh01,2006,1,SEA,AL,4,11,0,1,1,0,0,0,0,0,0,4,0,1,0,0,1 +choosh01,2006,2,CLE,AL,45,146,23,43,11,3,3,22,5,3,18,46,2,1,1,1,2 +chulkvi01,2006,1,TOR,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chulkvi01,2006,2,SFN,NL,28,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +churcry01,2006,1,WAS,NL,71,196,22,54,17,1,10,35,6,1,26,60,0,3,3,2,4 +cintral01,2006,1,CHA,AL,91,288,35,82,10,3,5,41,10,3,10,35,0,2,1,3,10 +cirilje01,2006,1,MIL,NL,112,263,33,84,16,0,3,23,1,1,21,33,0,1,3,2,8 +clarkbr02,2006,1,MIL,NL,138,415,51,109,14,2,4,29,3,4,43,60,4,14,5,5,9 +clarkdo01,2006,1,OAK,AL,6,6,0,1,0,0,0,0,1,0,0,3,0,0,0,0,0 +clarkho02,2006,1,BAL,AL,7,7,1,1,0,0,0,0,0,0,2,2,0,0,1,0,0 +clarkto02,2006,1,ARI,NL,79,132,13,26,4,0,6,16,0,0,13,40,2,2,0,0,5 +clausbr01,2006,1,CIN,NL,14,21,1,2,0,0,0,1,0,0,0,11,0,0,3,0,0 +claytro01,2006,1,WAS,NL,87,305,36,82,22,1,0,27,8,3,19,53,3,4,5,5,8 +claytro01,2006,2,CIN,NL,50,149,13,35,8,0,2,13,6,3,11,32,0,1,2,1,3 +clemema01,2006,1,BOS,AL,12,3,1,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +clemero02,2006,1,HOU,NL,19,27,0,2,1,0,0,0,0,0,3,11,0,1,7,0,0 +clevlbr01,2006,1,DET,AL,31,39,9,11,1,2,3,6,0,0,2,15,0,0,1,0,0 +clossjd01,2006,1,COL,NL,32,97,10,19,3,1,2,11,0,1,12,23,2,1,1,1,1 +coatsbu01,2006,1,CHN,NL,18,18,2,3,1,0,1,1,0,0,0,6,0,0,0,0,1 +coffeto01,2006,1,CIN,NL,81,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +colinal01,2006,1,COL,NL,2,5,0,1,0,0,0,1,0,0,0,1,0,0,0,0,0 +colomje01,2006,1,TBA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +colonba01,2006,1,LAA,AL,10,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +colonro01,2006,1,DET,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +condrcl01,2006,1,PHI,NL,21,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +coninje01,2006,1,BAL,AL,114,389,43,103,20,3,9,49,3,2,35,53,2,2,1,5,12 +coninje01,2006,2,PHI,NL,28,100,11,28,6,1,1,17,0,0,5,12,2,2,0,0,1 +contrjo01,2006,1,CHA,AL,30,4,1,0,0,0,0,0,0,0,2,2,0,0,0,0,0 +cookaa01,2006,1,COL,NL,32,58,1,3,0,0,0,0,0,0,4,21,0,0,13,0,0 +coraal01,2006,1,BOS,AL,96,235,31,56,7,2,1,18,6,2,19,29,1,6,4,0,4 +corcoro01,2006,1,WAS,NL,6,1,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +corcoti02,2006,1,TBA,AL,21,4,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +cordech01,2006,1,WAS,NL,68,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +cordefr01,2006,1,TEX,AL,49,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cordefr01,2006,2,MIL,NL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +coreybr01,2006,1,TEX,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +coreybr01,2006,2,BOS,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cormila01,2006,1,ATL,NL,29,12,0,1,0,0,0,0,0,0,0,4,0,0,2,0,0 +cormirh01,2006,1,PHI,NL,43,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cormirh01,2006,2,CIN,NL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +corpama01,2006,1,COL,NL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +correke01,2006,1,SFN,NL,48,12,1,1,0,0,0,0,0,0,0,7,0,0,0,0,0 +corteda01,2006,1,COL,NL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +costash01,2006,1,KCA,AL,72,237,23,65,20,1,3,23,2,0,6,29,2,5,2,2,5 +costech01,2006,1,PHI,NL,65,198,25,65,14,0,7,32,0,0,10,31,1,5,0,0,6 +cotahu01,2006,1,PIT,NL,38,100,5,19,1,0,0,5,0,0,8,26,0,0,1,1,3 +cottsne01,2006,1,CHA,AL,70,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +counscr01,2006,1,ARI,NL,105,372,56,95,14,4,4,30,15,8,31,47,0,9,2,1,1 +crainje01,2006,1,MIN,AL,68,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +crawfca02,2006,1,TBA,AL,151,600,89,183,20,16,18,77,58,9,37,85,3,4,9,2,8 +credejo01,2006,1,CHA,AL,150,544,76,154,31,0,30,94,0,2,28,58,1,7,0,7,18 +crispco01,2006,1,BOS,AL,105,413,58,109,22,2,8,36,22,4,31,67,1,1,7,0,5 +crosbbo01,2006,1,OAK,AL,96,358,42,82,12,0,9,40,8,1,36,76,1,0,2,2,11 +crosbbu01,2006,1,NYA,AL,65,87,9,18,3,1,1,6,3,1,4,21,0,2,3,0,0 +crucefr01,2006,1,SEA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cruzjo02,2006,1,LAN,NL,86,223,34,52,16,1,5,17,5,1,43,54,2,0,4,3,3 +cruzju02,2006,1,ARI,NL,31,21,0,0,0,0,0,0,0,0,3,9,0,0,2,0,1 +cruzne02,2006,1,TEX,AL,41,130,15,29,3,0,6,22,1,0,7,32,0,0,0,1,1 +cuddymi01,2006,1,MIN,AL,150,557,102,158,41,5,24,109,6,0,62,130,5,10,0,6,11 +custja01,2006,1,SDN,NL,4,3,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +daiglca01,2006,1,ARI,NL,10,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +damonjo01,2006,1,NYA,AL,149,593,115,169,35,5,24,80,25,10,67,85,1,4,2,5,4 +davanje02,2006,1,ARI,NL,87,221,38,64,12,4,5,35,10,4,31,42,0,0,0,4,6 +davieky01,2006,1,ATL,NL,14,23,1,1,0,0,1,1,0,0,0,8,0,0,1,0,0 +davisdo02,2006,1,MIL,NL,34,65,5,3,0,0,0,2,0,0,1,22,0,1,11,0,0 +davisja02,2006,1,CLE,AL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +davisra01,2006,1,PIT,NL,20,14,1,2,1,0,0,0,1,3,2,3,0,0,1,0,0 +dayza01,2006,1,COL,NL,3,5,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +dayza01,2006,2,WAS,NL,5,7,0,0,0,0,0,0,0,0,0,2,0,0,1,0,1 +decasyu01,2006,1,PIT,NL,3,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +dejeami01,2006,1,COL,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dejesda01,2006,1,KCA,AL,119,491,83,145,36,7,8,56,6,3,43,70,4,12,2,4,10 +delarjo01,2006,1,MIL,NL,18,5,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +delarjo01,2006,2,KCA,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +delarto01,2006,1,SFN,NL,16,16,1,5,0,0,0,1,0,0,1,3,0,0,0,0,0 +delcama01,2006,1,BOS,AL,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +delgaca01,2006,1,NYN,NL,144,524,89,139,30,2,38,114,0,0,74,120,11,10,0,10,12 +delluda01,2006,1,PHI,NL,132,264,41,77,14,5,13,39,1,3,28,62,0,6,0,3,1 +demarch01,2006,1,MIL,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dempsry01,2006,1,CHN,NL,74,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +denorch01,2006,1,CIN,NL,49,106,14,30,6,0,1,7,1,1,11,21,1,1,2,0,1 +derosma01,2006,1,TEX,AL,136,520,78,154,40,2,13,74,4,4,44,102,1,6,0,2,13 +desseel01,2006,1,KCA,AL,43,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +desseel01,2006,2,LAN,NL,19,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +devinjo01,2006,1,ATL,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +diazei01,2006,1,LAN,NL,3,3,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0 +diazjo01,2006,1,KCA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +diazma02,2006,1,ATL,NL,124,297,37,97,15,4,7,32,5,5,11,49,3,9,1,4,9 +diazvi01,2006,1,NYN,NL,6,11,0,2,1,0,0,2,0,0,0,5,0,0,0,0,0 +dickera01,2006,1,TEX,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +difelmi01,2006,1,NYN,NL,15,25,3,2,1,0,0,1,0,0,5,10,0,0,0,0,0 +dinarle01,2006,1,BOS,AL,13,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +dobbsgr01,2006,1,SEA,AL,23,27,4,10,3,1,0,3,0,1,0,4,0,1,0,0,0 +dohmasc01,2006,1,COL,NL,27,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +dohmasc01,2006,2,KCA,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +donnebr01,2006,1,LAA,AL,62,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dortame01,2006,1,WAS,NL,15,19,3,4,1,0,0,0,0,2,1,2,0,0,0,0,0 +doteloc01,2006,1,NYA,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +doumiry01,2006,1,PIT,NL,61,149,15,31,9,0,6,17,0,0,15,42,1,11,1,2,3 +downssc01,2006,1,TOR,AL,59,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dresery01,2006,1,WAS,NL,2,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +drewjd01,2006,1,LAN,NL,146,494,84,140,34,6,20,100,2,3,89,106,8,4,1,6,4 +drewst01,2006,1,ARI,NL,59,209,27,66,13,7,5,23,2,0,14,50,4,0,2,1,1 +duboser01,2006,1,BAL,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +duchsju01,2006,1,OAK,AL,53,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +duckwbr01,2006,1,KCA,AL,10,3,1,1,1,0,0,0,0,0,0,0,0,0,1,0,0 +duffych01,2006,1,PIT,NL,84,314,46,80,14,3,2,18,26,1,19,71,1,10,4,1,1 +dukeza01,2006,1,PIT,NL,34,68,2,13,3,0,0,7,0,0,1,32,0,0,9,0,0 +duncach01,2006,1,SLN,NL,90,280,60,82,11,3,22,43,0,0,30,69,0,2,0,2,4 +dunnad01,2006,1,CIN,NL,160,561,99,131,24,0,40,92,7,0,112,194,12,6,1,3,8 +dunnsc01,2006,1,TBA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +durbich01,2006,1,DET,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +durhara01,2006,1,SFN,NL,137,498,79,146,30,7,26,93,7,2,51,61,6,2,2,2,17 +dyeje01,2006,1,CHA,AL,146,539,103,170,27,3,44,120,7,3,59,118,4,6,0,7,15 +easleda01,2006,1,ARI,NL,90,189,24,44,6,1,9,28,1,1,21,30,0,5,3,2,4 +eatonad01,2006,1,TEX,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +eckstda01,2006,1,SLN,NL,123,500,68,146,18,1,2,23,7,6,31,41,0,15,3,3,7 +edmonji01,2006,1,SLN,NL,110,350,52,90,18,0,19,70,4,0,53,101,7,0,0,5,11 +edwarmi02,2006,1,PIT,NL,14,16,1,3,0,0,0,0,0,0,1,5,0,0,1,0,1 +eischjo01,2006,1,WAS,NL,22,2,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +elartsc01,2006,1,KCA,AL,20,3,1,1,1,0,0,0,0,0,0,0,0,0,1,0,0 +ellisja01,2006,1,SFN,NL,84,81,14,18,5,1,2,4,2,2,5,14,0,1,3,1,3 +ellisma01,2006,1,OAK,AL,124,441,64,110,25,1,11,52,4,0,40,76,1,8,4,7,13 +embreal01,2006,1,SDN,NL,73,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +encared01,2006,1,CIN,NL,117,406,60,112,33,1,15,72,6,3,41,78,3,13,0,3,9 +encarju01,2006,1,SLN,NL,153,557,74,155,25,5,19,79,6,5,30,86,6,4,1,6,11 +ensbemo01,2006,1,HOU,NL,127,387,67,91,17,1,23,58,1,4,101,96,7,4,0,3,3 +ericksc01,2006,1,NYA,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +erstada01,2006,1,LAA,AL,40,95,8,21,8,1,0,5,1,1,6,18,0,2,1,1,2 +escobal01,2006,1,WAS,NL,33,87,14,31,3,2,4,18,2,0,8,18,0,0,0,4,3 +escobke01,2006,1,LAA,AL,30,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +estessh01,2006,1,SDN,NL,1,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +estrajo01,2006,1,ARI,NL,115,414,43,125,26,0,11,71,0,0,13,40,7,7,1,8,17 +etherse01,2006,1,KCA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ethiean01,2006,1,LAN,NL,126,396,50,122,20,7,11,55,5,5,34,77,2,5,0,6,11 +evelada01,2006,1,MIL,NL,9,7,0,0,0,0,0,0,0,0,0,4,0,0,1,0,0 +everead01,2006,1,HOU,NL,150,514,52,123,28,6,6,59,9,6,34,71,5,4,10,4,5 +evereca01,2006,1,SEA,AL,92,308,37,70,8,0,11,33,1,3,29,57,2,3,0,3,6 +eyresc01,2006,1,CHN,NL,74,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +eyrewi01,2006,1,MIN,AL,42,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +faheybr01,2006,1,BAL,AL,91,251,36,59,8,2,2,23,3,3,23,48,0,3,9,0,2 +falkebr01,2006,1,SLN,NL,5,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +farnsky01,2006,1,NYA,AL,72,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fasansa01,2006,1,PHI,NL,50,140,9,34,8,0,4,10,0,1,5,47,0,3,1,0,4 +fasansa01,2006,2,NYA,AL,28,49,3,7,4,0,1,5,0,0,2,14,0,3,3,0,1 +fasseje01,2006,1,SFN,NL,10,4,2,1,0,0,0,0,0,0,0,1,0,0,1,0,0 +feierry01,2006,1,SEA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +feldmsc01,2006,1,TEX,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +felicpe01,2006,1,NYN,NL,64,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +felizpe01,2006,1,SFN,NL,160,603,75,147,35,5,22,98,1,1,33,112,4,1,1,6,18 +fernaja01,2006,1,MIL,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fickro01,2006,1,WAS,NL,60,128,14,34,4,0,2,9,1,1,10,24,1,1,2,0,4 +fieldjo02,2006,1,CHA,AL,11,20,4,3,2,0,1,2,0,0,5,8,0,0,0,0,0 +fieldna01,2006,1,COL,NL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fieldpr01,2006,1,MIL,NL,157,569,82,154,35,1,28,81,7,2,59,125,5,12,0,8,17 +figgich01,2006,1,LAA,AL,155,604,93,161,23,8,9,62,52,16,65,100,1,2,5,7,6 +figuelu01,2006,1,TOR,AL,8,9,1,1,1,0,0,0,0,0,0,2,0,0,0,0,0 +finlest01,2006,1,SFN,NL,139,426,66,105,21,12,6,40,7,0,46,55,2,2,3,4,6 +fioreje01,2006,1,BAL,AL,19,39,8,10,2,0,0,7,1,0,7,3,0,1,2,1,1 +florera01,2006,1,SLN,NL,65,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +florero01,2006,1,OAK,AL,25,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +floydcl01,2006,1,NYN,NL,97,332,45,81,19,1,11,44,6,0,29,58,3,12,0,3,5 +floydga01,2006,1,PHI,NL,11,23,0,1,0,0,0,0,0,0,0,12,0,0,0,0,0 +foggjo01,2006,1,COL,NL,33,51,5,5,1,0,0,2,0,0,3,20,0,1,15,0,0 +fordle01,2006,1,MIN,AL,104,234,40,53,6,1,4,18,9,1,16,43,0,4,1,0,5 +fortuba01,2006,1,NYN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fossuca01,2006,1,TBA,AL,25,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +foulkke01,2006,1,BOS,AL,44,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +francfr01,2006,1,TEX,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +francje01,2006,1,COL,NL,32,61,3,7,0,0,0,6,0,0,8,20,0,0,9,2,0 +francje02,2006,1,ATL,NL,162,651,83,169,24,6,29,103,1,6,23,132,6,9,0,3,15 +francju01,2006,1,NYN,NL,95,165,14,45,10,0,2,26,6,1,13,49,2,1,0,0,11 +frandke01,2006,1,SFN,NL,41,93,12,20,4,0,2,7,0,1,3,14,0,6,0,0,3 +frankry01,2006,1,PHI,NL,46,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +frankry01,2006,2,CIN,NL,20,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +frankwa01,2006,1,ATL,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +frasoja01,2006,1,TOR,AL,51,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +freelry01,2006,1,CIN,NL,132,454,67,123,30,2,8,27,37,11,57,98,0,9,3,0,5 +freemch01,2006,1,COL,NL,88,173,24,41,6,3,2,18,5,6,14,42,2,1,3,0,1 +frutoem01,2006,1,SEA,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fuentbr01,2006,1,COL,NL,66,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fulchje01,2006,1,FLO,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fultzaa01,2006,1,PHI,NL,66,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +furcara01,2006,1,LAN,NL,159,654,113,196,32,9,15,63,37,13,73,98,3,1,5,3,7 +gabbaka01,2006,1,BOS,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gagneer01,2006,1,LAN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +galljo01,2006,1,SLN,NL,8,12,1,3,0,0,0,1,0,0,0,5,0,0,0,0,0 +gallomi01,2006,1,HOU,NL,23,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +garcifr02,2006,1,CHA,AL,33,5,0,1,0,0,0,0,0,0,0,2,0,0,1,0,0 +garcija01,2006,1,OAK,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +garcijo01,2006,1,FLO,NL,5,2,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +garcino01,2006,1,LAN,NL,122,469,82,142,31,2,20,93,3,0,42,30,9,8,0,4,15 +garkory01,2006,1,CLE,AL,50,185,28,54,12,0,7,45,0,0,14,37,0,7,0,3,5 +garlajo01,2006,1,CHA,AL,33,5,2,1,0,0,1,2,0,0,0,3,0,0,2,0,0 +garzama01,2006,1,MIN,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gathrjo01,2006,1,TBA,AL,55,154,25,31,6,0,0,13,12,3,20,30,0,3,5,0,1 +gathrjo01,2006,2,KCA,AL,79,229,34,60,6,3,1,28,10,6,22,45,0,4,4,4,2 +gaudich01,2006,1,OAK,AL,55,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gearyge01,2006,1,PHI,NL,81,5,2,1,1,0,0,1,0,0,1,3,0,0,0,0,0 +germaes01,2006,1,KCA,AL,106,279,44,91,18,5,3,34,7,3,40,49,0,6,6,0,8 +germafr01,2006,1,FLO,NL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +germaju01,2006,1,CIN,NL,2,2,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +giambja01,2006,1,NYA,AL,139,446,92,113,25,0,37,113,2,0,110,106,12,16,0,7,10 +gibboja01,2006,1,BAL,AL,90,343,34,95,23,0,13,46,0,0,32,48,2,2,0,1,12 +gilesbr02,2006,1,SDN,NL,158,604,87,159,37,1,14,83,9,4,104,60,6,5,0,4,18 +gilesma01,2006,1,ATL,NL,141,550,87,144,32,2,11,60,10,5,62,105,0,6,5,3,12 +gimenhe01,2006,1,HOU,NL,2,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +glaustr01,2006,1,TOR,AL,153,540,105,136,27,0,38,104,3,2,86,134,6,3,0,5,25 +glavito02,2006,1,NYN,NL,32,53,6,9,1,0,0,2,0,0,7,18,0,0,10,0,2 +gloadro01,2006,1,CHA,AL,77,156,22,51,8,2,3,18,6,0,6,15,0,1,3,1,3 +gobblji01,2006,1,KCA,AL,60,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +gomesjo01,2006,1,TBA,AL,117,385,53,83,21,1,20,59,1,5,61,116,2,6,0,9,10 +gomezal01,2006,1,DET,AL,62,103,17,28,5,2,1,6,4,0,6,21,0,1,1,0,1 +gomezch02,2006,1,BAL,AL,55,132,14,45,7,0,2,17,1,2,7,11,1,3,0,0,7 +gonzaad01,2006,1,SDN,NL,156,570,83,173,38,1,24,82,0,1,52,113,9,3,1,5,24 +gonzaal01,2006,1,PHI,NL,20,36,4,4,0,0,0,1,0,0,2,10,0,0,0,0,3 +gonzaal02,2006,1,BOS,AL,111,388,48,99,24,2,9,50,1,0,22,67,1,5,7,7,6 +gonzaed01,2006,1,ARI,NL,11,13,0,1,0,0,0,0,0,0,0,4,0,0,0,0,0 +gonzaen01,2006,1,ARI,NL,23,32,3,9,1,0,0,3,0,0,0,8,0,0,3,0,1 +gonzaje01,2006,1,NYN,NL,3,3,1,0,0,0,0,0,0,0,1,1,0,0,2,0,0 +gonzaje01,2006,2,MIL,NL,21,5,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +gonzalu01,2006,1,ARI,NL,153,586,93,159,52,2,15,73,0,1,69,58,10,7,0,6,14 +gonzalu02,2006,1,COL,NL,61,149,7,36,9,1,2,14,1,1,4,27,0,2,2,1,3 +gonzami02,2006,1,PIT,NL,54,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gonzawi01,2006,1,WAS,NL,12,35,3,8,0,0,0,2,0,0,2,5,0,0,0,1,0 +gordoto01,2006,1,PHI,NL,59,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gorzeto01,2006,1,PIT,NL,11,19,0,0,0,0,0,1,0,0,1,11,0,0,1,0,0 +goslimi01,2006,1,CIN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grabojo02,2006,1,PIT,NL,72,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +graffto01,2006,1,KCA,AL,69,220,34,59,16,0,5,32,3,4,25,31,1,1,4,0,4 +graffto01,2006,2,MIL,NL,60,236,34,66,17,3,2,27,2,0,20,37,0,4,0,1,6 +grandcu01,2006,1,DET,AL,159,596,90,155,31,9,19,68,8,5,66,174,0,4,7,6,4 +graveda01,2006,1,CLE,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +greenan01,2006,1,ARI,NL,73,86,15,16,4,0,1,6,1,0,13,20,0,0,3,0,0 +greenkh01,2006,1,SDN,NL,121,412,56,101,26,2,15,55,5,1,39,87,0,7,0,2,15 +greenni01,2006,1,TBA,AL,17,39,4,3,0,0,0,0,0,3,6,11,0,0,0,0,2 +greenni01,2006,2,NYA,AL,46,75,8,18,5,0,2,4,1,1,5,29,0,1,1,0,0 +greense01,2006,1,SEA,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +greensh01,2006,1,ARI,NL,115,417,59,118,22,3,11,51,4,4,37,64,4,6,0,2,9 +greensh01,2006,2,NYN,NL,34,113,14,29,9,0,4,15,0,0,8,18,1,4,0,1,8 +greento02,2006,1,SFN,NL,61,159,16,46,12,2,2,17,0,0,10,45,3,1,0,0,0 +greggke01,2006,1,LAA,AL,32,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +greinza01,2006,1,KCA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +griffke02,2006,1,CIN,NL,109,428,62,108,19,0,27,72,0,0,39,78,6,2,0,3,13 +grillja01,2006,1,DET,AL,51,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grimsja01,2006,1,ARI,NL,19,4,1,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +grossga01,2006,1,MIL,NL,117,208,42,57,15,0,9,38,1,0,36,60,3,2,3,3,3 +grudzma01,2006,1,KCA,AL,134,548,85,163,32,4,7,52,3,2,28,69,4,2,3,5,12 +gryboke01,2006,1,WAS,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guarded01,2006,1,SEA,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guarded01,2006,2,CIN,NL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guerrma02,2006,1,MIN,AL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guerrvl01,2006,1,LAA,AL,156,607,92,200,34,1,33,116,15,5,50,68,25,4,0,4,16 +guielaa01,2006,1,KCA,AL,19,50,9,11,3,0,3,7,0,0,7,11,0,2,0,0,1 +guielaa01,2006,2,NYA,AL,44,82,16,21,3,0,4,11,2,1,7,20,0,3,0,0,2 +guillca01,2006,1,DET,AL,153,543,100,174,41,5,19,85,20,9,71,87,10,4,0,4,16 +guilljo01,2006,1,WAS,NL,69,241,28,52,15,1,9,40,1,0,15,48,4,7,0,5,8 +guthrje01,2006,1,CLE,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gutiefr01,2006,1,CLE,AL,43,136,21,37,9,0,1,8,0,0,3,28,0,0,2,0,4 +guzmaan01,2006,1,CHN,NL,15,12,0,2,1,0,0,2,0,0,0,4,0,0,4,0,1 +guzmafr01,2006,1,TEX,AL,9,7,1,2,0,0,0,0,0,0,1,1,0,1,0,0,0 +guzmajo03,2006,1,LAN,NL,8,19,2,4,0,0,0,3,0,0,3,2,0,1,0,0,3 +gwynnto02,2006,1,MIL,NL,32,77,5,20,2,1,0,4,3,1,2,15,0,0,0,1,2 +haegech01,2006,1,CHA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hafnetr01,2006,1,CLE,AL,129,454,100,140,31,1,42,117,0,0,100,111,16,7,0,2,10 +hairsje02,2006,1,CHN,NL,38,82,8,17,3,0,0,4,3,0,4,14,2,1,5,0,1 +hairsje02,2006,2,TEX,AL,63,88,17,18,3,1,0,6,2,2,9,20,0,1,2,0,4 +hairssc01,2006,1,ARI,NL,9,15,2,6,2,0,0,2,0,0,1,5,0,0,0,0,1 +halamjo01,2006,1,BAL,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hallaro01,2006,1,TOR,AL,32,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +hallbi03,2006,1,MIL,NL,148,537,101,145,39,4,35,85,8,9,63,162,6,1,3,4,12 +hallto02,2006,1,TBA,AL,64,221,15,51,13,0,8,23,0,2,8,17,2,2,0,3,8 +hallto02,2006,2,LAN,NL,21,57,2,21,4,0,0,8,0,0,2,5,2,0,0,1,2 +halsebr01,2006,1,OAK,AL,52,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hamelco01,2006,1,PHI,NL,23,44,4,5,0,0,0,3,0,0,6,24,0,0,2,1,1 +hammeja01,2006,1,TBA,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hammoch01,2006,1,CIN,NL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hammoro01,2006,1,ARI,NL,1,2,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0 +hampsju01,2006,1,COL,NL,5,3,2,0,0,0,0,0,0,0,1,1,0,0,1,0,0 +hamulti01,2006,1,LAN,NL,33,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hancojo01,2006,1,SLN,NL,62,6,0,0,0,0,0,0,0,0,1,6,0,0,1,0,0 +hannaja01,2006,1,DET,AL,3,9,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +hansade01,2006,1,BOS,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hansecr01,2006,1,BOS,AL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +haranaa01,2006,1,CIN,NL,36,74,1,8,0,0,0,2,0,0,1,35,0,1,5,0,1 +harderi01,2006,1,OAK,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hardyjj01,2006,1,MIL,NL,35,128,13,31,5,0,5,14,1,1,10,23,0,0,0,1,4 +harenda01,2006,1,OAK,AL,34,7,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +harpebr02,2006,1,WAS,NL,18,41,6,12,3,0,2,6,0,0,4,4,0,1,0,1,1 +harpetr01,2006,1,TBA,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +harribr01,2006,1,WAS,NL,17,32,3,8,2,0,0,2,0,0,3,3,0,1,0,0,1 +harribr01,2006,2,CIN,NL,8,10,2,2,0,0,1,1,0,0,1,4,0,0,0,0,1 +harrije02,2006,1,SEA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +harriwi01,2006,1,BOS,AL,47,45,17,7,2,0,0,1,6,3,4,11,0,2,0,1,0 +hartco01,2006,1,MIL,NL,87,237,32,67,13,2,9,33,5,8,17,58,1,0,0,2,7 +harvich01,2006,1,TBA,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hattesc01,2006,1,CIN,NL,141,456,62,132,28,0,13,51,2,2,74,41,3,3,2,4,13 +hattijo01,2006,1,TOR,AL,13,24,2,8,1,0,0,3,0,0,5,8,0,0,0,0,1 +hawkila01,2006,1,BAL,AL,60,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hawpebr01,2006,1,COL,NL,150,499,67,146,33,6,22,84,5,5,74,123,11,0,0,2,8 +heilmaa01,2006,1,NYN,NL,74,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +heintch01,2006,1,MIN,AL,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +helliri01,2006,1,MIL,NL,20,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +helmswe01,2006,1,FLO,NL,140,240,30,79,19,5,10,47,0,4,21,55,1,6,6,5,7 +heltoto01,2006,1,COL,NL,145,546,94,165,40,5,15,81,3,2,91,64,15,6,0,6,10 +hendrbe01,2006,1,MIL,NL,4,3,0,0,0,0,0,0,0,0,1,3,0,0,0,0,0 +hendrma01,2006,1,TBA,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hendrma01,2006,2,LAN,NL,18,19,1,0,0,0,0,0,0,0,2,14,0,0,2,0,0 +hennebr01,2006,1,SFN,NL,36,27,1,6,1,0,0,0,0,0,0,9,0,0,3,0,0 +hennse01,2006,1,NYA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +henslcl01,2006,1,SDN,NL,39,48,2,4,1,0,0,2,0,0,3,28,0,0,5,0,0 +hergema01,2006,1,FLO,NL,66,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hermadu01,2006,1,CHA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hermije01,2006,1,FLO,NL,99,307,37,77,19,1,5,28,4,1,33,70,3,5,2,1,6 +hernaan01,2006,1,NYN,NL,25,66,4,10,1,1,1,3,0,0,1,12,0,0,0,0,3 +hernafe02,2006,1,SEA,AL,31,4,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +hernajo01,2006,1,PIT,NL,67,120,8,32,2,1,2,12,0,0,11,29,0,0,1,0,3 +hernajo01,2006,2,PHI,NL,18,32,4,8,2,0,1,7,0,0,1,11,0,0,1,0,1 +hernali01,2006,1,WAS,NL,26,45,6,12,4,0,1,6,0,0,1,3,0,0,9,0,0 +hernali01,2006,2,ARI,NL,11,23,0,2,1,0,0,0,0,0,0,4,0,0,4,0,0 +hernaor01,2006,1,ARI,NL,9,11,0,3,1,0,0,0,0,0,1,0,0,0,2,0,0 +hernaor01,2006,2,NYN,NL,20,35,4,5,0,1,0,2,1,0,0,10,0,0,5,0,0 +hernara02,2006,1,BAL,AL,144,501,66,138,29,2,23,91,1,0,43,79,2,11,0,5,13 +hernaro01,2006,1,PIT,NL,46,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hernaro01,2006,2,NYN,NL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hernaru03,2006,1,KCA,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hillaa01,2006,1,TOR,AL,155,546,70,159,28,3,6,50,5,2,42,66,5,9,4,5,15 +hillesh02,2006,1,TOR,AL,81,296,40,89,15,1,12,39,1,2,14,40,2,6,0,3,15 +hillesh02,2006,2,SFN,NL,60,234,33,58,12,0,9,29,0,0,7,40,0,3,0,3,7 +hillri01,2006,1,CHN,NL,17,30,0,3,1,0,0,0,0,0,1,11,0,0,3,0,0 +hillsh01,2006,1,WAS,NL,6,6,1,1,0,0,0,0,0,0,0,4,0,0,2,0,0 +hinsker01,2006,1,TOR,AL,78,197,35,52,9,2,12,29,1,1,27,49,2,0,0,0,6 +hinsker01,2006,2,BOS,AL,31,80,8,23,8,0,1,5,1,1,8,30,0,0,0,0,2 +hirshja01,2006,1,HOU,NL,9,15,0,0,0,0,0,0,0,0,0,9,0,0,2,0,0 +hoeyja02,2006,1,BAL,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hoffmtr01,2006,1,SDN,NL,65,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hollato01,2006,1,CLE,AL,56,156,21,37,12,1,6,27,0,1,4,33,1,0,0,2,2 +hollato01,2006,2,CIN,NL,34,68,6,18,6,0,1,8,0,1,6,19,0,0,0,0,1 +hollida02,2006,1,TBA,AL,121,333,37,76,20,0,15,33,3,3,19,64,1,0,2,1,4 +hollima01,2006,1,COL,NL,155,602,119,196,45,5,34,114,10,5,47,110,3,15,0,3,22 +holtzmi01,2006,1,BOS,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hoopeke01,2006,1,DET,AL,8,3,1,0,0,0,0,0,0,0,1,1,0,0,1,0,0 +hoovepa01,2006,1,FLO,NL,4,5,0,2,0,0,0,1,0,0,0,0,0,0,0,0,0 +hoppeno01,2006,1,CIN,NL,21,39,6,14,1,0,1,5,2,2,6,4,0,0,1,1,1 +housejr01,2006,1,HOU,NL,4,9,0,0,0,0,0,0,0,0,0,2,0,0,0,0,1 +howarry01,2006,1,PHI,NL,159,581,104,182,25,1,58,149,0,0,108,181,37,9,0,6,7 +howeljp01,2006,1,TBA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +howrybo01,2006,1,CHN,NL,84,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +huberjo01,2006,1,SEA,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +huberju01,2006,1,KCA,AL,5,10,1,2,1,0,0,1,1,0,1,4,0,0,0,0,0 +huckake01,2006,1,BOS,AL,8,5,0,1,0,0,0,1,0,0,0,0,0,0,0,0,1 +hudsolu01,2006,1,KCA,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hudsoor01,2006,1,ARI,NL,157,579,87,166,34,9,15,67,9,6,61,78,5,2,4,4,17 +hudsoti01,2006,1,ATL,NL,35,63,4,6,1,0,0,3,0,0,2,18,0,0,14,0,0 +huffau01,2006,1,TBA,AL,63,230,26,65,15,1,8,28,0,0,24,25,3,0,0,2,4 +huffau01,2006,2,HOU,NL,68,224,31,56,10,1,13,38,0,0,26,39,3,7,0,4,7 +hughetr01,2006,1,WAS,NL,8,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +humbeph01,2006,1,NYN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hunteto01,2006,1,MIN,AL,147,557,86,155,21,2,31,98,12,6,45,108,2,5,0,4,19 +hyzduad01,2006,1,TEX,AL,2,4,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +iannech01,2006,1,COL,NL,21,77,12,20,4,0,2,10,0,1,13,17,2,1,1,1,1 +ibanera01,2006,1,SEA,AL,159,626,103,181,33,5,33,123,2,4,65,115,15,1,0,7,13 +iguchta01,2006,1,CHA,AL,138,555,97,156,24,0,18,67,11,5,59,110,0,3,8,2,7 +infanom01,2006,1,DET,AL,78,224,35,62,11,4,4,25,3,2,14,45,0,3,2,2,5 +ingebr01,2006,1,DET,AL,159,542,83,137,29,2,27,83,7,4,43,128,2,7,4,5,12 +inglejo01,2006,1,CLE,AL,64,201,26,57,8,3,2,21,5,1,14,39,0,1,5,1,1 +ishiktr01,2006,1,SFN,NL,12,24,1,7,3,1,0,4,0,0,1,6,0,0,0,0,1 +isrinja01,2006,1,SLN,NL,59,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +izturce01,2006,1,LAN,NL,32,119,10,30,7,1,1,12,1,3,7,6,3,2,0,1,1 +izturce01,2006,2,CHN,NL,22,73,4,17,2,0,0,6,0,1,5,8,0,0,1,0,3 +izturma01,2006,1,LAA,AL,104,352,64,103,21,3,5,44,14,6,38,35,1,3,5,1,7 +jacksco01,2006,1,ARI,NL,140,485,75,141,26,1,15,79,1,0,54,73,2,9,1,7,18 +jacksda04,2006,1,WAS,NL,67,116,16,23,6,1,4,10,1,3,12,39,0,4,3,0,1 +jacksed01,2006,1,TBA,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jacksza01,2006,1,MIL,NL,8,9,1,1,0,0,0,0,0,0,0,2,0,0,4,0,0 +jacobmi02,2006,1,FLO,NL,136,469,54,123,37,1,20,77,3,0,45,105,2,1,0,5,16 +jamesch03,2006,1,ATL,NL,25,35,2,1,0,0,0,0,0,0,1,14,0,0,4,0,1 +janssca01,2006,1,TOR,AL,19,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +jarvike01,2006,1,ARI,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jarvike01,2006,2,BOS,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jenkige01,2006,1,MIL,NL,147,484,62,131,26,1,17,70,4,1,56,129,8,11,0,4,9 +jenksbo01,2006,1,CHA,AL,67,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jennija01,2006,1,COL,NL,32,62,3,8,1,0,0,2,0,0,3,12,0,0,10,0,0 +jeterde01,2006,1,NYA,AL,154,623,118,214,39,3,14,97,34,5,69,102,4,12,7,4,13 +jimence01,2006,1,SEA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jimenda01,2006,1,TEX,AL,20,57,7,12,3,0,1,8,0,0,10,6,0,0,1,0,2 +jimenda01,2006,2,OAK,AL,8,14,1,1,0,0,0,0,0,0,6,7,2,0,0,0,1 +jimenub01,2006,1,COL,NL,2,3,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +jimerch01,2006,1,HOU,NL,17,6,2,2,0,0,1,1,2,0,0,3,0,0,0,0,0 +johjike01,2006,1,SEA,AL,144,506,61,147,25,1,18,76,3,1,20,46,1,13,0,3,15 +johnsbe02,2006,1,SDN,NL,58,120,19,30,5,2,4,12,3,0,14,36,2,1,0,0,3 +johnsda06,2006,1,OAK,AL,91,286,30,67,13,1,9,37,0,0,40,45,2,0,0,5,6 +johnsja02,2006,1,CLE,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnsja02,2006,2,BOS,AL,6,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +johnsja02,2006,3,CIN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnsji04,2006,1,BAL,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnsjo09,2006,1,FLO,NL,31,42,1,4,2,0,0,3,0,0,1,23,0,0,6,0,0 +johnsni01,2006,1,WAS,NL,147,500,100,145,46,0,23,77,10,3,110,99,15,13,2,3,12 +johnsra05,2006,1,NYA,AL,33,6,0,1,0,0,0,0,0,0,0,4,0,0,0,0,0 +johnsre02,2006,1,TOR,AL,134,461,86,147,34,2,12,49,8,2,33,81,4,21,1,1,9 +johnsty01,2006,1,SLN,NL,56,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +jonesad01,2006,1,SEA,AL,32,74,6,16,4,0,1,8,3,1,2,22,0,0,0,0,3 +jonesan01,2006,1,ATL,NL,156,565,107,148,29,0,41,129,4,1,82,127,9,13,0,9,13 +jonesch06,2006,1,ATL,NL,110,411,87,133,28,3,26,86,6,1,61,73,4,1,0,4,12 +jonesgr01,2006,1,LAA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jonesja04,2006,1,CHN,NL,149,533,73,152,31,1,27,81,9,1,35,116,6,5,2,2,17 +jonesto02,2006,1,DET,AL,62,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jordabr01,2006,1,ATL,NL,48,91,11,21,2,0,3,10,0,0,7,23,0,1,0,2,3 +juliojo01,2006,1,NYN,NL,18,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +juliojo01,2006,2,ARI,NL,44,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kaplega01,2006,1,BOS,AL,72,130,21,33,7,0,2,12,1,1,14,15,0,3,0,0,5 +karsast01,2006,1,OAK,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +karstje01,2006,1,NYA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kazmisc01,2006,1,TBA,AL,24,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +kearnau01,2006,1,CIN,NL,87,325,53,89,21,1,16,50,7,1,35,85,2,5,0,3,14 +kearnau01,2006,2,WAS,NL,63,212,33,53,12,1,8,36,2,3,41,50,2,5,1,2,4 +keislra01,2006,1,OAK,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kempma01,2006,1,LAN,NL,52,154,30,39,7,1,7,23,6,0,9,53,1,0,0,3,1 +kendaja01,2006,1,OAK,AL,143,552,76,163,23,0,1,50,11,5,53,54,2,12,4,5,19 +kendrho01,2006,1,LAA,AL,72,267,25,76,21,1,4,30,6,0,9,44,2,4,0,3,5 +kennead01,2006,1,LAA,AL,139,451,50,123,26,6,4,55,16,10,39,72,5,5,3,5,15 +kennejo04,2006,1,OAK,AL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kensilo01,2006,1,FLO,NL,38,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +kentje01,2006,1,LAN,NL,115,407,61,119,27,3,14,68,1,2,55,69,8,8,0,3,9 +keppebo01,2006,1,KCA,AL,8,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +keppije01,2006,1,KCA,AL,22,60,11,16,2,0,2,8,0,0,5,6,1,0,2,0,2 +kieltbo01,2006,1,OAK,AL,81,270,35,73,20,1,8,36,2,0,22,49,0,2,2,1,9 +kimby01,2006,1,COL,NL,27,50,4,8,1,0,0,4,0,0,1,15,0,0,6,0,2 +kimsu01,2006,1,COL,NL,6,1,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0 +kimsu01,2006,2,CIN,NL,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kingra01,2006,1,COL,NL,67,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +kinnejo01,2006,1,SLN,NL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kinslia01,2006,1,TEX,AL,120,423,65,121,27,1,14,55,11,4,40,64,1,3,1,7,12 +kleskry01,2006,1,SDN,NL,6,4,0,3,1,0,0,2,0,0,2,0,0,0,0,0,0 +klinest02,2006,1,SFN,NL,72,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +knoedju01,2006,1,SFN,NL,5,7,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +knottjo02,2006,1,SDN,NL,3,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +kolbda01,2006,1,MIL,NL,53,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kominsh01,2006,1,OAK,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +konerpa01,2006,1,CHA,AL,152,566,97,177,30,0,35,113,1,0,60,104,3,8,0,9,25 +koplomi01,2006,1,ARI,NL,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +koronjo01,2006,1,TEX,AL,23,6,0,0,0,0,0,0,0,0,0,2,0,0,0,0,1 +koskico01,2006,1,MIL,NL,76,257,29,67,23,0,12,33,1,2,29,58,3,3,0,0,7 +kotchca01,2006,1,LAA,AL,29,79,6,12,2,0,1,6,0,1,7,13,0,0,2,0,2 +kotsama01,2006,1,OAK,AL,129,502,57,138,29,3,7,59,6,3,44,55,1,2,4,6,18 +kouzmke01,2006,1,CLE,AL,16,56,4,12,2,0,3,11,0,0,5,12,0,0,0,0,3 +kubelja01,2006,1,MIN,AL,73,220,23,53,8,0,8,26,2,0,12,45,0,0,2,1,13 +kuoho01,2006,1,LAN,NL,28,8,1,1,1,0,0,0,0,0,0,6,0,0,3,0,0 +lackejo01,2006,1,LAA,AL,33,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lairdge01,2006,1,TEX,AL,78,243,46,72,20,1,7,22,3,1,12,54,0,2,1,2,7 +lakerti01,2006,1,CLE,AL,4,13,1,4,1,0,0,2,0,0,0,4,0,0,0,0,0 +lambmi01,2006,1,HOU,NL,126,381,70,117,22,3,12,45,2,4,35,55,6,0,0,5,10 +laneja01,2006,1,HOU,NL,112,288,44,58,10,0,15,45,1,2,49,75,0,2,2,4,6 +langery01,2006,1,ATL,NL,131,315,46,76,16,3,7,28,1,2,50,91,8,3,0,1,9 +laraju01,2006,1,CLE,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +larocad01,2006,1,ATL,NL,149,492,89,140,38,1,32,90,0,2,55,128,5,2,1,7,9 +larueja01,2006,1,CIN,NL,72,191,22,37,5,0,8,21,1,0,27,51,9,8,3,1,3 +lawtoma02,2006,1,SEA,AL,11,27,5,7,0,0,0,1,0,0,2,2,0,0,0,0,0 +leagubr01,2006,1,TOR,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lecroma01,2006,1,WAS,NL,39,67,5,16,3,0,2,9,0,0,11,17,0,1,0,1,2 +ledeeri01,2006,1,LAN,NL,43,53,4,13,5,0,1,8,1,0,2,10,0,0,0,0,3 +ledeeri01,2006,2,NYN,NL,27,32,4,3,1,0,1,1,0,0,4,6,0,0,0,0,0 +ledezwi01,2006,1,DET,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leeca01,2006,1,MIL,NL,102,388,60,111,18,0,28,81,12,2,38,39,4,2,0,7,13 +leeca01,2006,2,TEX,AL,59,236,42,76,19,1,9,35,7,0,20,26,2,0,0,4,9 +leecl02,2006,1,CLE,AL,33,6,0,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +leede02,2006,1,CHN,NL,50,175,30,50,9,0,8,30,8,4,25,41,1,0,0,4,11 +leetr01,2006,1,TBA,AL,114,343,35,77,11,2,11,31,5,2,42,73,1,2,0,1,8 +lehrju01,2006,1,MIL,NL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leoneju01,2006,1,SDN,NL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lerewan01,2006,1,ATL,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lestejo01,2006,1,BOS,AL,15,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +lewisco01,2006,1,DET,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lewisfr02,2006,1,SFN,NL,13,11,5,5,1,0,0,2,0,0,0,3,0,0,0,0,0 +lidgebr01,2006,1,HOU,NL,78,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lidleco01,2006,1,PHI,NL,21,34,3,3,0,1,0,0,0,0,2,14,0,0,4,0,1 +lidleco01,2006,2,NYA,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +liebejo01,2006,1,PHI,NL,28,53,0,5,0,0,0,0,0,0,4,28,0,0,6,0,1 +liebemi01,2006,1,PHI,NL,67,209,22,57,14,0,9,36,0,0,8,19,0,6,5,2,5 +lillyte01,2006,1,TOR,AL,32,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +limajo01,2006,1,NYN,NL,4,5,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +lindad01,2006,1,TOR,AL,18,60,8,22,8,0,2,8,0,0,5,12,0,0,0,0,0 +lindeto01,2006,1,SFN,NL,61,77,15,21,4,2,2,5,1,0,9,20,0,1,2,0,2 +linebsc01,2006,1,SDN,NL,73,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +liriafr01,2006,1,MIN,AL,28,5,0,1,0,0,0,1,0,0,1,3,0,0,1,0,0 +littlwe01,2006,1,TEX,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +livinbo01,2006,1,SEA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +loaizes01,2006,1,OAK,AL,26,5,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +loducpa01,2006,1,NYN,NL,124,512,80,163,39,1,5,49,3,0,24,38,0,6,7,2,15 +loeka01,2006,1,TEX,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +loewead01,2006,1,BAL,AL,22,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +loftoke01,2006,1,LAN,NL,129,469,79,141,15,12,3,41,32,5,45,42,1,0,6,2,16 +loganbo02,2006,1,CHA,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +loganno01,2006,1,WAS,NL,27,90,13,27,3,1,1,8,2,1,6,20,1,0,1,2,0 +lohseky01,2006,1,MIN,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lohseky01,2006,2,CIN,NL,12,23,2,4,1,0,0,3,0,0,0,10,0,0,1,0,0 +lombage01,2006,1,WAS,NL,20,21,2,3,0,0,1,1,2,0,5,10,0,0,0,0,0 +loneyja01,2006,1,LAN,NL,48,102,20,29,6,5,4,18,1,0,8,10,1,1,0,0,8 +longte01,2006,1,NYA,AL,12,36,6,6,1,0,0,2,0,0,4,8,0,0,0,0,0 +loopebr01,2006,1,SLN,NL,69,2,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0 +lopezfe01,2006,1,CIN,NL,85,343,55,92,14,1,9,30,23,6,47,66,1,0,3,1,6 +lopezfe01,2006,2,WAS,NL,71,274,43,77,13,2,2,22,21,6,34,60,0,2,8,2,3 +lopezja01,2006,1,BAL,AL,76,279,30,74,15,1,8,31,0,0,18,60,0,2,0,0,5 +lopezja01,2006,2,BOS,AL,18,63,6,12,5,0,0,4,0,0,2,16,0,0,0,0,5 +lopezja02,2006,1,BOS,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lopezjo01,2006,1,SEA,AL,151,603,78,170,28,8,10,79,5,2,26,80,1,9,12,5,17 +lopezro01,2006,1,BAL,AL,36,2,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +loretma01,2006,1,BOS,AL,155,635,75,181,33,0,5,59,4,1,49,63,1,12,2,5,16 +lowede01,2006,1,LAN,NL,35,64,5,6,2,0,0,3,0,0,4,19,0,0,10,1,1 +lowelmi01,2006,1,BOS,AL,153,573,79,163,47,1,20,80,2,2,47,61,5,4,0,7,22 +lowema01,2006,1,SEA,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lowryno01,2006,1,SFN,NL,29,46,2,7,0,0,1,2,0,0,3,10,0,0,8,0,0 +lugoju01,2006,1,TBA,AL,73,289,53,89,17,1,12,27,18,4,27,47,0,3,3,0,7 +lugoju01,2006,2,LAN,NL,49,146,16,32,5,1,0,10,6,5,12,29,0,1,2,3,2 +lugoru01,2006,1,TBA,AL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lunahe01,2006,1,SLN,NL,76,223,27,65,14,1,4,21,5,3,21,34,1,1,0,0,3 +lunahe01,2006,2,CLE,AL,37,127,14,35,7,1,2,17,0,1,6,26,0,0,0,1,4 +lyonbr01,2006,1,ARI,NL,68,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +mabeuch01,2006,1,MIL,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mabryjo01,2006,1,CHN,NL,107,210,16,43,8,1,5,25,0,0,23,57,0,1,0,3,5 +macdomi01,2006,1,KCA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +macdomi01,2006,2,CHA,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mackoro01,2006,1,CHA,AL,112,255,31,74,12,1,5,23,5,2,28,59,3,3,2,2,1 +maddugr01,2006,1,CHN,NL,22,43,2,4,1,0,0,4,1,0,2,17,0,0,3,0,0 +maddugr01,2006,2,LAN,NL,12,25,1,5,1,0,0,3,1,0,0,5,0,0,3,1,0 +madsory01,2006,1,PHI,NL,50,33,3,6,1,0,0,2,0,0,1,13,0,0,4,0,1 +mahayro01,2006,1,TEX,AL,62,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +maholpa01,2006,1,PIT,NL,30,55,3,6,0,0,0,2,0,0,3,31,0,0,1,0,2 +maiermi01,2006,1,KCA,AL,5,13,3,2,0,0,0,0,0,0,2,4,0,0,0,0,1 +mainejo01,2006,1,NYN,NL,16,28,3,1,1,0,0,0,0,0,0,16,0,1,3,0,0 +majewga01,2006,1,WAS,NL,46,3,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +majewga01,2006,2,CIN,NL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +maldoca03,2006,1,PIT,NL,8,19,0,2,0,0,0,0,1,0,1,10,1,0,0,0,0 +manonju01,2006,1,BAL,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +marcush01,2006,1,TOR,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +markani01,2006,1,BAL,AL,147,491,72,143,25,2,16,62,2,0,43,72,3,3,3,2,15 +marmoca01,2006,1,CHN,NL,21,23,3,6,1,0,1,1,0,0,0,7,0,0,1,0,1 +marotmi01,2006,1,DET,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +marquja01,2006,1,SLN,NL,46,78,8,14,4,1,0,5,0,0,2,14,0,1,4,0,2 +marreel01,2006,1,COL,NL,30,60,7,13,3,0,4,10,3,0,11,16,1,1,0,0,1 +marreel01,2006,2,NYN,NL,25,33,4,6,1,0,2,5,2,0,4,15,0,1,2,1,0 +marshse01,2006,1,CHN,NL,24,40,3,5,0,0,1,2,0,0,0,19,0,0,3,0,0 +martean01,2006,1,CLE,AL,50,164,20,37,15,1,5,23,0,0,13,38,0,1,0,0,3 +marteda01,2006,1,PIT,NL,75,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +martica03,2006,1,FLO,NL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +martipe02,2006,1,NYN,NL,23,38,2,4,1,0,0,1,0,0,2,16,0,0,9,0,0 +martira03,2006,1,LAN,NL,82,176,20,49,7,1,2,24,0,0,15,20,1,1,2,0,9 +martiru01,2006,1,LAN,NL,121,415,65,117,26,4,10,65,10,5,45,57,8,4,1,3,17 +martito02,2006,1,COL,NL,68,4,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +martivi01,2006,1,CLE,AL,153,572,82,181,37,0,16,93,0,0,71,78,8,3,0,6,27 +masseni01,2006,1,TEX,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mastnto01,2006,1,CLE,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mateohe01,2006,1,WAS,NL,22,26,5,4,2,0,1,3,0,0,2,3,0,0,1,0,1 +mateoju01,2006,1,SEA,AL,48,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mateoju02,2006,1,CHN,NL,12,12,1,0,0,0,0,0,0,0,0,9,0,0,2,0,0 +mathemi01,2006,1,SFN,NL,47,160,10,37,8,0,3,18,0,0,9,30,2,2,3,3,7 +mathije01,2006,1,LAA,AL,23,55,9,8,2,0,2,6,0,0,7,14,1,0,0,1,0 +mathisc01,2006,1,PHI,NL,9,7,0,1,0,0,0,0,0,0,0,4,0,0,2,0,0 +matoslu01,2006,1,BAL,AL,55,121,14,25,7,1,2,5,7,0,10,21,0,2,1,0,3 +matoslu01,2006,2,WAS,NL,14,15,2,3,2,0,0,0,0,0,0,2,0,0,0,0,0 +matsuhi01,2006,1,NYA,AL,51,172,32,52,9,0,8,29,1,0,27,23,2,0,0,2,6 +matsuka01,2006,1,NYN,NL,38,130,10,26,6,0,1,7,2,0,6,19,1,0,3,0,1 +matsuka01,2006,2,COL,NL,32,113,22,39,6,3,2,19,8,1,10,27,0,0,1,2,0 +matthga02,2006,1,TEX,AL,147,620,102,194,44,6,19,79,10,7,58,99,5,4,0,8,8 +mauerjo01,2006,1,MIN,AL,140,521,86,181,36,4,13,84,8,3,79,54,21,1,0,7,24 +maysjo01,2006,1,KCA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +maysjo01,2006,2,CIN,NL,7,9,0,2,1,0,0,3,0,0,0,4,0,0,1,0,0 +mcanupa01,2006,1,SDN,NL,16,13,3,3,1,0,1,3,0,0,2,4,0,0,0,0,0 +mcbrima01,2006,1,ATL,NL,71,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mccanbr01,2006,1,ATL,NL,130,442,61,147,34,0,24,93,2,0,41,54,8,3,0,6,12 +mccarbr01,2006,1,CHA,AL,53,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mccluse01,2006,1,TBA,AL,39,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +mccraqu01,2006,1,CIN,NL,45,53,5,11,1,1,1,2,2,0,4,9,0,0,3,0,1 +mcdonjo03,2006,1,TOR,AL,104,260,35,58,7,3,3,23,7,2,16,41,0,2,6,2,8 +mcewijo01,2006,1,HOU,NL,7,6,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +mcgowdu01,2006,1,TOR,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcleama01,2006,1,PIT,NL,5,5,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +mclouna01,2006,1,PIT,NL,106,270,50,63,16,2,7,16,10,1,18,59,0,5,3,1,7 +mcpheda01,2006,1,LAA,AL,40,115,16,30,4,0,7,13,1,0,6,40,0,0,0,0,3 +meadobr01,2006,1,TBA,AL,53,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mechegi01,2006,1,SEA,AL,32,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +meddebr01,2006,1,ARI,NL,60,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +melhuad01,2006,1,OAK,AL,49,128,10,28,8,0,4,18,0,1,9,34,1,1,0,1,6 +menchke01,2006,1,TEX,AL,87,320,36,91,18,1,12,50,1,0,23,42,5,4,0,2,4 +menchke01,2006,2,MIL,NL,40,126,9,29,6,1,1,18,0,0,4,17,0,0,0,3,4 +merckke01,2006,1,CIN,NL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +meredcl01,2006,1,SDN,NL,45,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +merlolo01,2006,1,CLE,AL,9,19,1,4,1,0,0,1,1,0,2,5,0,0,2,0,1 +mesajo01,2006,1,COL,NL,79,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +messera01,2006,1,FLO,NL,59,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +meyerdr01,2006,1,TEX,AL,5,14,1,3,0,0,0,0,0,0,0,8,0,0,1,0,0 +micelda01,2006,1,TBA,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +michach01,2006,1,CIN,NL,8,8,0,2,1,0,0,0,0,0,1,5,0,0,2,0,0 +michaja01,2006,1,CLE,AL,123,494,77,132,32,1,9,55,9,5,43,101,0,3,2,6,6 +mientdo01,2006,1,KCA,AL,91,314,37,89,24,2,4,43,3,0,35,50,1,5,1,5,6 +milesaa01,2006,1,SLN,NL,135,426,48,112,20,5,2,30,2,1,38,42,9,2,2,3,8 +millake01,2006,1,BAL,AL,132,430,64,117,26,0,15,64,1,1,59,74,3,12,0,2,14 +millean01,2006,1,DET,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +milleco01,2006,1,BOS,AL,1,4,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +milleda02,2006,1,MIL,NL,101,331,34,83,28,0,6,38,0,0,33,86,7,4,3,5,11 +millela02,2006,1,NYN,NL,56,166,14,40,7,2,4,22,1,2,12,39,4,5,1,1,4 +millema02,2006,1,CLE,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +milletr02,2006,1,HOU,NL,70,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +millewa04,2006,1,CHN,NL,5,7,0,1,0,0,0,0,0,0,0,5,0,0,0,0,0 +millwke01,2006,1,TEX,AL,34,5,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +miltoer01,2006,1,CIN,NL,28,49,8,11,3,1,0,3,0,0,2,24,0,0,6,1,1 +minerza01,2006,1,DET,AL,27,6,1,1,1,0,0,0,0,0,0,3,0,0,0,0,0 +mirabdo01,2006,1,SDN,NL,14,22,1,4,1,0,0,0,0,0,4,5,0,0,0,0,0 +mirabdo01,2006,2,BOS,AL,59,161,12,31,6,0,6,25,0,0,11,54,0,4,0,0,2 +mischpa01,2006,1,SFN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mitrese01,2006,1,FLO,NL,16,12,2,2,1,0,0,1,0,0,0,4,0,0,2,0,0 +moehlbr01,2006,1,FLO,NL,31,31,1,2,0,0,0,2,0,0,1,15,0,1,7,0,0 +moellch01,2006,1,MIL,NL,29,98,9,18,3,0,2,5,0,0,4,26,0,2,0,0,3 +mohrdu01,2006,1,BOS,AL,21,40,5,7,1,0,2,3,0,0,3,20,0,0,0,0,0 +molinbe01,2006,1,TOR,AL,117,433,44,123,20,1,19,57,1,1,19,47,1,4,0,2,15 +molinjo01,2006,1,LAA,AL,78,225,18,54,17,0,4,22,1,0,9,49,0,2,7,2,6 +molinya01,2006,1,SLN,NL,129,417,29,90,26,0,6,49,1,2,26,41,2,8,8,2,15 +monrocr01,2006,1,DET,AL,147,541,89,138,35,2,28,92,2,2,37,126,3,1,0,6,14 +monteag01,2006,1,CHA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +montemi01,2006,1,ARI,NL,6,16,0,4,1,0,0,3,0,0,1,3,0,0,0,0,0 +mooresc02,2006,1,CHN,NL,16,38,6,10,2,0,2,5,0,0,2,10,0,1,1,0,1 +moralke01,2006,1,LAA,AL,57,197,21,46,10,1,5,22,1,1,17,28,1,0,0,1,11 +morame01,2006,1,BAL,AL,155,624,96,171,25,0,16,83,11,1,54,99,1,14,6,7,9 +morilju01,2006,1,COL,NL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +morneju01,2006,1,MIN,AL,157,592,97,190,37,1,34,130,3,3,53,93,9,5,0,11,10 +morrima01,2006,1,SFN,NL,33,60,2,12,4,0,0,6,0,0,1,21,0,0,14,0,0 +morsemi01,2006,1,SEA,AL,21,43,5,16,5,0,0,11,1,0,3,7,0,0,0,2,2 +moseldu01,2006,1,LAA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +motagu01,2006,1,CLE,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +motagu01,2006,2,NYN,NL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mottoch01,2006,1,TOR,AL,10,16,3,4,2,0,0,0,0,0,0,3,0,0,0,0,0 +moyerja01,2006,1,SEA,AL,25,3,0,1,0,0,0,1,0,0,0,1,0,0,0,0,0 +moyerja01,2006,2,PHI,NL,8,18,1,1,0,0,0,0,0,0,1,5,0,0,3,0,0 +moylape01,2006,1,ATL,NL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +muellbi02,2006,1,LAN,NL,32,107,12,27,7,0,3,15,1,1,17,9,3,1,0,1,1 +mujiced01,2006,1,CLE,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +muldema01,2006,1,SLN,NL,17,25,5,7,2,0,1,5,0,0,5,8,0,0,6,0,0 +mulhote01,2006,1,ARI,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +munsoer01,2006,1,HOU,NL,53,141,10,28,6,0,5,19,0,0,11,32,1,3,0,1,2 +muntesc01,2006,1,SFN,NL,27,1,1,1,1,0,0,1,0,0,0,0,0,0,0,0,0 +murphda07,2006,1,BOS,AL,20,22,4,5,1,0,1,2,0,0,4,4,0,0,0,0,1 +murphto03,2006,1,LAA,AL,48,70,12,16,4,1,1,6,4,1,5,21,0,0,1,1,0 +murtoma01,2006,1,CHN,NL,144,455,70,135,22,3,13,62,5,2,45,62,1,5,1,2,16 +mussimi01,2006,1,NYA,AL,32,4,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +myersbr01,2006,1,PHI,NL,31,63,1,2,0,0,0,1,0,0,4,24,0,0,7,0,1 +myersmi01,2006,1,NYA,AL,62,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nadyxa01,2006,1,NYN,NL,75,265,37,70,15,1,14,40,2,1,19,51,4,6,1,1,7 +nadyxa01,2006,2,PIT,NL,55,203,20,61,13,0,3,23,1,2,11,34,3,5,1,0,5 +nageocl01,2006,1,SEA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +napolmi01,2006,1,LAA,AL,99,268,47,61,13,0,16,42,2,3,51,90,0,5,0,1,2 +narvech01,2006,1,SLN,NL,5,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +nathajo01,2006,1,MIN,AL,64,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +navardi01,2006,1,LAN,NL,25,75,5,21,2,0,2,8,1,0,11,18,4,0,0,0,1 +navardi01,2006,2,TBA,AL,56,193,23,47,7,0,4,20,1,1,20,33,2,1,1,1,6 +navaros01,2006,1,SEA,AL,4,3,0,2,0,0,0,0,0,0,0,1,0,0,1,0,0 +nelsoje01,2006,1,CHA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nelsojo01,2006,1,KCA,AL,43,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nelsojo02,2006,1,SLN,NL,8,5,2,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +neshepa01,2006,1,MIN,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nevinph01,2006,1,TEX,AL,46,176,26,38,8,0,9,31,0,0,21,39,0,2,0,0,9 +nevinph01,2006,2,CHN,NL,67,179,26,49,4,0,12,33,0,0,17,52,0,0,0,1,4 +nevinph01,2006,3,MIN,AL,16,42,2,8,1,0,1,4,0,0,10,15,1,0,1,1,0 +newhada01,2006,1,BAL,AL,39,131,14,33,4,0,4,18,4,2,7,22,1,2,0,3,4 +niekrla01,2006,1,SFN,NL,66,199,27,49,9,2,5,31,0,0,11,32,0,0,0,0,7 +nievefe01,2006,1,HOU,NL,40,16,0,2,0,0,0,1,0,0,2,8,0,0,5,0,0 +nievewi01,2006,1,NYA,AL,6,6,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +nippedu01,2006,1,ARI,NL,2,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +nixla01,2006,1,TEX,AL,9,32,1,3,1,0,0,4,0,0,0,17,0,1,0,1,0 +nixla01,2006,2,MIL,NL,10,35,2,8,1,0,1,6,0,0,0,11,0,1,0,0,1 +nixontr01,2006,1,BOS,AL,114,381,59,102,24,0,8,52,0,2,60,56,1,7,0,5,10 +nolasri01,2006,1,FLO,NL,35,41,2,7,0,0,1,5,0,0,2,19,0,0,6,0,0 +nortogr01,2006,1,TBA,AL,98,294,47,87,15,0,17,45,1,5,35,69,2,3,1,2,2 +novoaro01,2006,1,CHN,NL,66,5,0,1,1,0,0,1,0,0,0,2,0,0,0,0,1 +nunezab01,2006,1,PHI,NL,123,322,42,68,10,2,2,32,1,0,41,58,8,2,3,1,7 +nunezle01,2006,1,KCA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +oconnmi01,2006,1,WAS,NL,21,31,2,2,0,0,0,1,0,0,1,18,0,0,1,0,0 +oflaher01,2006,1,SEA,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ohkato01,2006,1,MIL,NL,18,31,0,5,1,0,0,6,0,0,1,15,0,0,3,0,0 +ohmanwi01,2006,1,CHN,NL,78,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +ojedami01,2006,1,COL,NL,25,74,5,17,3,0,2,11,0,0,8,16,2,0,0,0,6 +ojedami01,2006,2,TEX,AL,5,13,0,4,2,0,0,4,0,0,0,3,0,0,0,0,0 +oliveda02,2006,1,NYN,NL,45,15,2,2,1,0,0,2,0,0,1,7,0,0,0,0,0 +olivomi01,2006,1,FLO,NL,127,430,52,113,22,3,16,58,2,3,9,103,4,7,3,3,9 +olmedra01,2006,1,CIN,NL,30,44,5,9,2,0,1,4,1,0,4,4,0,0,0,0,0 +olsensc01,2006,1,FLO,NL,32,58,3,11,2,0,0,8,0,0,0,18,0,0,6,0,0 +omallry01,2006,1,CHN,NL,2,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +ordazlu01,2006,1,TBA,AL,1,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ordonma01,2006,1,DET,AL,155,593,82,177,32,1,24,104,1,4,45,87,3,4,0,4,13 +orrpe01,2006,1,ATL,NL,102,154,22,39,3,4,1,8,2,4,5,30,1,0,5,0,1 +ortizda01,2006,1,BOS,AL,151,558,115,160,29,2,54,137,1,0,119,117,23,4,0,5,12 +ortizra01,2006,1,WAS,NL,38,56,5,6,0,0,1,3,0,0,3,26,0,0,7,0,1 +ortizru01,2006,1,ARI,NL,6,4,0,0,0,0,0,0,0,0,1,1,0,0,1,0,0 +ortizru01,2006,2,BAL,AL,20,2,1,2,0,0,0,2,0,0,1,0,0,0,0,0,0 +ortmeda01,2006,1,SFN,NL,9,12,0,3,1,0,0,2,0,0,0,4,0,0,0,0,0 +orvelch01,2006,1,TBA,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +osorifr01,2006,1,LAN,NL,12,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +oswalro01,2006,1,HOU,NL,35,66,3,10,1,0,1,8,0,0,4,15,0,0,20,0,2 +otsukak01,2006,1,TEX,AL,63,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +overbly01,2006,1,TOR,AL,157,581,82,181,46,1,22,92,5,3,55,96,7,2,0,2,19 +owenshe01,2006,1,NYN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +owensje01,2006,1,CHA,AL,12,9,4,3,1,0,0,0,1,0,0,2,0,0,0,0,0 +ozunapa01,2006,1,CHA,AL,79,189,25,62,12,2,2,17,6,6,7,16,0,4,3,0,3 +padilvi01,2006,1,TEX,AL,33,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +paganan01,2006,1,CHN,NL,77,170,28,42,6,2,5,18,4,2,15,28,0,0,1,1,3 +palmeor01,2006,1,HOU,NL,103,119,12,30,6,1,0,17,0,1,6,17,0,1,2,0,2 +papeljo01,2006,1,BOS,AL,59,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +parkch01,2006,1,SDN,NL,26,41,0,11,0,0,0,5,0,0,0,12,0,0,7,0,2 +paronch01,2006,1,ATL,NL,65,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +patteco01,2006,1,BAL,AL,135,463,75,128,19,5,16,53,45,9,21,94,5,5,8,1,0 +pattejo02,2006,1,WAS,NL,8,8,0,2,0,0,0,0,0,0,0,1,0,0,2,0,0 +pauleda01,2006,1,BOS,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pauliro01,2006,1,PIT,NL,129,442,37,137,19,0,6,55,0,0,34,79,5,2,1,2,17 +pauljo01,2006,1,TBA,AL,58,146,15,38,9,0,1,8,1,2,14,39,0,1,3,1,2 +paytoja01,2006,1,OAK,AL,142,557,78,165,32,3,10,59,8,4,22,52,1,4,0,5,12 +peavyja01,2006,1,SDN,NL,32,60,6,10,3,0,2,9,0,0,1,19,0,0,8,0,0 +pedrodu01,2006,1,BOS,AL,31,89,5,17,4,0,2,7,0,1,7,7,0,1,1,0,1 +pelfrmi01,2006,1,NYN,NL,4,9,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +penabr01,2006,1,ATL,NL,23,41,9,11,2,0,1,5,0,0,2,5,0,0,0,0,2 +penaca01,2006,1,BOS,AL,18,33,3,9,2,0,1,3,0,0,4,10,0,0,0,0,1 +penato02,2006,1,ATL,NL,40,44,12,10,2,0,1,3,0,0,2,10,1,0,0,0,1 +penato03,2006,1,ARI,NL,25,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +penawi01,2006,1,BOS,AL,84,276,36,83,15,2,11,42,0,1,20,90,0,3,0,5,7 +pennha01,2006,1,BAL,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pennybr01,2006,1,LAN,NL,34,65,3,12,3,0,0,5,0,0,0,16,0,0,5,0,0 +peraljh01,2006,1,CLE,AL,149,569,84,146,28,3,13,68,0,1,56,152,0,1,3,3,19 +peraljo01,2006,1,KCA,AL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +perezan01,2006,1,OAK,AL,57,98,10,10,5,1,1,8,0,1,10,44,0,0,1,0,0 +perezbe01,2006,1,WAS,NL,9,6,0,3,0,0,0,0,0,0,1,2,0,0,0,0,0 +perezed01,2006,1,CLE,AL,37,99,16,30,9,0,8,22,0,0,5,11,0,2,0,2,5 +perezed01,2006,2,SEA,AL,43,87,6,17,1,0,1,11,0,1,13,22,2,1,0,1,3 +perezju01,2006,1,PIT,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +perezne01,2006,1,CHN,NL,87,236,27,60,13,1,2,24,0,1,5,21,2,0,2,3,3 +perezne01,2006,2,DET,AL,21,65,4,13,1,0,0,5,1,0,3,4,0,0,2,0,2 +perezod01,2006,1,LAN,NL,21,15,3,1,0,0,0,0,0,0,1,1,0,0,1,0,0 +perezod01,2006,2,KCA,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +perezol01,2006,1,PIT,NL,16,25,0,3,0,0,0,3,1,0,0,8,0,0,1,0,0 +perezol01,2006,2,NYN,NL,7,13,0,1,0,0,0,0,0,0,2,4,0,0,0,0,1 +perezra01,2006,1,CLE,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +perezti01,2006,1,SLN,NL,23,31,3,6,1,0,1,3,0,0,3,4,1,1,0,0,0 +perezto03,2006,1,TBA,AL,99,241,31,51,12,0,2,16,1,0,5,44,0,0,4,4,3 +perkigl01,2006,1,MIN,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +petagro01,2006,1,SEA,AL,31,27,3,5,2,0,1,2,0,0,4,10,0,1,0,0,0 +petityu01,2006,1,FLO,NL,15,5,1,1,0,0,0,1,0,0,0,2,0,0,0,0,0 +pettian01,2006,1,HOU,NL,38,62,4,12,3,0,1,5,0,0,1,19,0,0,10,0,0 +phillan01,2006,1,NYA,AL,110,246,30,59,11,3,7,29,3,2,15,56,0,0,0,2,9 +phillbr01,2006,1,CIN,NL,149,536,65,148,28,1,17,75,25,2,35,88,3,6,4,6,19 +phillja04,2006,1,TOR,AL,25,48,4,12,6,0,0,6,0,1,1,5,0,1,0,1,2 +phillpa01,2006,1,KCA,AL,23,65,8,18,3,0,1,5,0,0,1,8,0,0,2,1,0 +piazzmi01,2006,1,SDN,NL,126,399,39,113,19,1,22,68,0,0,34,66,2,3,0,3,13 +piedrjo01,2006,1,COL,NL,43,59,4,10,2,0,3,10,1,0,3,22,0,1,0,0,2 +pierrju01,2006,1,CHN,NL,162,699,87,204,32,13,3,40,58,20,32,38,0,8,10,1,6 +pierzaj01,2006,1,CHA,AL,140,509,65,150,24,0,16,64,1,0,22,72,6,8,3,1,10 +pineijo01,2006,1,SEA,AL,40,4,0,0,0,0,0,0,0,0,0,3,0,0,2,0,0 +pintore01,2006,1,FLO,NL,27,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +podsesc01,2006,1,CHA,AL,139,524,86,137,27,6,3,45,40,19,54,96,1,2,8,4,7 +polanpl01,2006,1,DET,AL,110,461,58,136,18,1,4,52,1,2,17,27,0,7,8,2,18 +politcl01,2006,1,CHA,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ponsosi01,2006,1,SLN,NL,14,13,1,3,0,0,0,1,0,1,3,6,0,0,5,0,0 +ponsosi01,2006,2,NYA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +posadjo01,2006,1,NYA,AL,143,465,65,129,27,2,23,93,3,0,64,97,1,11,0,5,10 +pradoma01,2006,1,ATL,NL,24,42,3,11,1,1,1,9,0,0,5,7,0,0,2,0,2 +prattto02,2006,1,ATL,NL,62,135,14,28,6,0,4,19,1,0,12,43,0,1,1,3,4 +pridecu01,2006,1,LAA,AL,22,27,6,6,2,0,1,2,0,0,6,8,0,0,0,0,1 +priorma01,2006,1,CHN,NL,9,13,0,1,0,0,0,0,0,0,0,5,0,0,1,0,0 +proctsc01,2006,1,NYA,AL,83,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pujolal01,2006,1,SLN,NL,143,535,119,177,33,1,49,137,7,2,92,50,28,4,0,3,20 +puntoni01,2006,1,MIN,AL,135,459,73,133,21,7,1,45,17,5,47,68,0,1,10,7,8 +putzjj01,2006,1,SEA,AL,72,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +quallch01,2006,1,HOU,NL,81,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +quentca01,2006,1,ARI,NL,57,166,23,42,13,3,9,32,1,0,15,34,2,8,1,1,6 +quinlro01,2006,1,LAA,AL,86,234,28,75,11,1,9,32,2,1,7,28,1,2,0,1,6 +quinthu01,2006,1,HOU,NL,11,21,2,7,2,0,0,2,0,0,1,3,0,0,0,0,2 +quintom01,2006,1,COL,NL,11,34,3,6,1,1,0,3,1,1,3,9,1,0,1,0,1 +quirogu01,2006,1,SEA,AL,1,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +rabejo01,2006,1,MIN,AL,24,49,8,14,1,0,3,7,0,1,2,11,0,0,0,0,3 +rabelmi01,2006,1,DET,AL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +radkebr01,2006,1,MIN,AL,28,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +ramirar01,2006,1,CHN,NL,157,594,93,173,38,4,38,119,2,1,50,63,4,9,0,7,15 +ramirel01,2006,1,CIN,NL,21,26,2,5,1,0,0,3,0,0,1,9,0,0,2,0,0 +ramirha01,2006,1,FLO,NL,158,633,119,185,46,11,17,59,51,15,56,128,0,4,5,2,7 +ramirho01,2006,1,ATL,NL,14,24,2,3,0,0,0,0,0,0,1,2,0,0,3,0,0 +ramirma02,2006,1,BOS,AL,130,449,79,144,27,1,35,102,0,1,100,102,16,1,0,8,13 +ramirra02,2006,1,COL,NL,61,4,0,2,0,0,0,0,0,0,0,2,0,0,1,0,0 +ramirsa01,2006,1,WAS,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +randajo01,2006,1,PIT,NL,89,206,23,55,13,0,4,28,0,0,16,26,2,0,2,3,12 +rasneda01,2006,1,NYA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rauchjo01,2006,1,WAS,NL,85,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +raych01,2006,1,BAL,AL,61,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rayke01,2006,1,ATL,NL,69,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reamebr01,2006,1,PIT,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +redmama01,2006,1,KCA,AL,29,1,0,0,0,0,0,0,0,0,1,1,0,0,1,0,0 +redmomi01,2006,1,MIN,AL,47,179,20,61,13,0,0,23,0,0,4,18,0,4,1,2,9 +reeder01,2006,1,FLO,NL,42,41,6,4,0,0,0,0,3,1,2,10,1,2,2,0,1 +reedje03,2006,1,SEA,AL,67,212,27,46,6,5,6,17,2,3,11,31,1,2,2,2,5 +reeseke01,2006,1,NYA,AL,10,12,2,5,0,0,0,1,1,0,1,1,0,1,0,0,0 +reitsch01,2006,1,ATL,NL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +remlimi01,2006,1,ATL,NL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +renteed01,2006,1,ATL,NL,149,598,100,175,40,2,14,70,17,6,62,89,0,3,8,2,17 +repkoja01,2006,1,LAN,NL,69,130,21,33,5,1,3,16,10,4,15,24,1,3,2,0,2 +resopch01,2006,1,FLO,NL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +restomi01,2006,1,CHN,NL,10,12,0,2,1,0,0,1,0,0,1,5,0,0,0,0,0 +reyesan01,2006,1,SLN,NL,18,25,1,3,0,0,0,0,0,0,0,10,0,0,2,0,0 +reyesde01,2006,1,MIN,AL,66,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reyesjo01,2006,1,NYN,NL,153,647,122,194,30,17,19,81,64,17,53,81,6,1,2,0,6 +reyesjo02,2006,1,CHN,NL,4,5,0,1,0,0,0,2,0,0,0,3,0,0,0,0,0 +rheinjo01,2006,1,TEX,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0 +rhodear01,2006,1,PHI,NL,55,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +riggash01,2006,1,TBA,AL,10,29,3,5,1,0,0,1,0,0,4,7,0,0,0,0,1 +rincoju01,2006,1,MIN,AL,75,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rincori01,2006,1,SLN,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ringro01,2006,1,NYN,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +riosal01,2006,1,TOR,AL,128,450,68,136,33,6,17,82,15,6,35,89,1,3,0,10,10 +riskeda01,2006,1,BOS,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +riskeda01,2006,2,CHA,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +riverju01,2006,1,LAA,AL,124,448,65,139,27,0,23,85,0,4,33,59,0,7,0,6,14 +riverma01,2006,1,NYA,AL,63,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +rivermi02,2006,1,MIL,NL,46,142,16,38,9,0,6,24,0,0,10,21,5,3,1,2,3 +riverre01,2006,1,SEA,AL,35,99,8,15,4,0,2,4,1,0,3,29,0,1,3,0,2 +riversa01,2006,1,WAS,NL,54,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +rlealse01,2006,1,BAL,AL,42,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +roberbr01,2006,1,BAL,AL,138,563,85,161,34,3,10,55,36,7,55,66,4,0,6,5,16 +roberch02,2006,1,PHI,NL,57,41,9,8,0,1,0,1,3,0,0,9,0,1,1,0,0 +roberda07,2006,1,SDN,NL,129,499,80,146,18,13,2,44,49,6,51,61,2,4,7,5,5 +roberna01,2006,1,DET,AL,32,6,0,1,0,0,0,1,0,0,0,3,0,0,0,0,0 +roberry01,2006,1,TOR,AL,9,13,1,1,0,0,1,1,0,0,1,4,0,0,0,0,1 +robinke02,2006,1,KCA,AL,18,64,8,17,2,1,0,5,1,1,1,7,0,0,2,0,1 +robleos01,2006,1,LAN,NL,29,33,6,5,0,1,0,0,0,0,5,5,0,0,1,0,0 +rodnefe01,2006,1,DET,AL,63,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodrial01,2006,1,NYA,AL,154,572,113,166,26,1,35,121,15,4,90,139,8,8,0,4,22 +rodried03,2006,1,BAL,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodrife01,2006,1,WAS,NL,31,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodrifr03,2006,1,LAA,AL,69,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodriiv01,2006,1,DET,AL,136,547,74,164,28,4,13,69,8,3,26,86,4,1,4,2,16 +rodrijo03,2006,1,SLN,NL,102,183,31,55,12,3,2,19,0,0,21,45,1,3,1,4,9 +rodrilu01,2006,1,MIN,AL,59,115,11,27,4,0,2,6,0,0,14,16,1,0,2,1,3 +rodriwa01,2006,1,HOU,NL,30,37,4,3,0,0,0,1,0,0,1,10,0,0,5,0,0 +rogerbr01,2006,1,PIT,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rogered01,2006,1,BAL,AL,17,25,1,5,0,0,0,2,0,0,0,3,0,0,0,1,0 +rogerke01,2006,1,DET,AL,34,7,0,1,1,0,0,0,0,0,0,2,0,0,0,0,0 +rolensc01,2006,1,SLN,NL,142,521,94,154,48,1,22,95,7,4,56,69,7,9,0,8,10 +rolliji01,2006,1,PHI,NL,158,689,127,191,45,9,25,83,36,4,57,80,2,5,0,7,12 +romerda01,2006,1,TOR,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +romerjc01,2006,1,LAA,AL,65,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +roneyma01,2006,1,OAK,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rosarfr01,2006,1,TOR,AL,17,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rosemi01,2006,1,SLN,NL,10,9,0,2,0,0,0,1,0,0,0,4,0,0,0,0,0 +rossco01,2006,1,LAN,NL,8,14,4,7,1,1,2,9,1,0,0,2,0,0,0,0,0 +rossco01,2006,2,CIN,NL,2,5,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +rossco01,2006,3,FLO,NL,91,250,30,53,11,1,11,37,0,1,22,61,0,4,1,2,8 +rossda01,2006,1,CIN,NL,90,247,37,63,15,1,21,52,0,0,37,75,7,3,4,5,4 +rottivi01,2006,1,MIL,NL,9,14,1,3,1,0,0,1,1,0,1,2,0,0,0,0,0 +rousemi01,2006,1,OAK,AL,8,24,2,7,3,0,0,2,1,0,1,4,0,1,0,0,1 +rowanaa01,2006,1,PHI,NL,109,405,59,106,24,3,12,47,10,4,18,76,2,18,2,2,13 +ruizca01,2006,1,PHI,NL,27,69,5,18,1,1,3,10,0,0,5,8,2,1,2,1,3 +rupejo01,2006,1,TEX,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ruschgl01,2006,1,CHN,NL,25,15,1,3,1,0,0,0,0,0,0,4,0,0,3,0,0 +ryanbj01,2006,1,TOR,AL,65,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ryuja01,2006,1,CHN,NL,10,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +saarlki01,2006,1,OAK,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sabatcc01,2006,1,CLE,AL,28,9,0,2,0,0,0,2,0,0,0,5,0,0,0,0,0 +sadlebi01,2006,1,SFN,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +saenzol01,2006,1,LAN,NL,103,179,30,53,15,0,11,48,0,0,14,47,1,7,0,4,4 +saitota01,2006,1,LAN,NL,72,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +salasju01,2006,1,TBA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +salazje01,2006,1,COL,NL,19,53,13,15,4,0,1,8,2,0,11,16,2,1,1,1,0 +salmoti01,2006,1,LAA,AL,76,211,30,56,8,2,9,27,0,2,29,44,1,3,0,1,8 +sampsch01,2006,1,HOU,NL,12,5,0,0,0,0,0,0,0,0,0,2,0,0,2,0,0 +sanchan01,2006,1,FLO,NL,18,35,1,4,0,0,0,2,0,0,0,14,0,0,3,0,1 +sanchan02,2006,1,KCA,AL,8,27,2,6,0,0,0,1,0,0,0,4,0,0,0,1,0 +sanchbr01,2006,1,PHI,NL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sanchdu01,2006,1,NYN,NL,49,1,1,0,0,0,0,0,0,0,0,1,0,1,0,0,0 +sanchfr01,2006,1,PIT,NL,157,582,85,200,53,2,6,85,3,2,31,52,6,7,3,9,12 +sanchjo01,2006,1,SFN,NL,27,7,1,0,0,0,0,0,0,0,1,4,0,0,0,0,0 +sandere02,2006,1,KCA,AL,88,325,45,80,23,1,11,49,7,7,28,86,3,1,0,4,10 +sandoda01,2006,1,PHI,NL,28,38,1,8,1,0,0,4,0,0,4,3,0,0,0,1,2 +santaer01,2006,1,LAA,AL,33,4,0,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +santajo01,2006,1,MIN,AL,34,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +santaju01,2006,1,PHI,NL,7,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +santira01,2006,1,DET,AL,43,80,9,18,1,1,0,3,2,0,1,14,0,1,4,0,1 +santoch01,2006,1,SFN,NL,3,7,2,3,0,0,1,2,0,0,1,2,0,0,0,0,0 +santovi01,2006,1,PIT,NL,25,38,4,6,1,0,0,1,0,0,0,13,0,0,6,0,1 +sarfade01,2006,1,MIL,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sauersc01,2006,1,CLE,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sauersc01,2006,2,OAK,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +saundjo01,2006,1,LAA,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schilcu01,2006,1,BOS,AL,31,2,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +schmija01,2006,1,SFN,NL,32,66,4,9,3,0,1,1,0,0,0,26,0,0,6,0,1 +schnebr01,2006,1,WAS,NL,124,410,30,105,18,0,4,55,2,2,38,67,10,2,2,3,14 +schoesc01,2006,1,TOR,AL,55,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schoesc01,2006,2,CIN,NL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schroch01,2006,1,WAS,NL,21,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +schumsk01,2006,1,SLN,NL,28,54,3,10,1,0,1,2,2,1,5,6,1,0,1,0,1 +scottlu01,2006,1,HOU,NL,65,214,31,72,19,6,10,37,2,1,30,43,4,4,0,1,2 +scutama01,2006,1,OAK,AL,117,365,52,97,21,6,5,41,5,1,50,66,0,0,3,5,16 +seaneru01,2006,1,BOS,AL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +seaneru01,2006,2,SDN,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +seaybo01,2006,1,DET,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +seleaa01,2006,1,LAN,NL,28,26,2,5,1,0,0,0,0,0,1,7,0,0,6,0,1 +seoja01,2006,1,LAN,NL,19,18,0,2,0,0,0,0,0,0,1,6,0,0,1,0,1 +seoja01,2006,2,TBA,AL,17,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +sexsori01,2006,1,SEA,AL,158,591,75,156,40,0,34,107,1,1,64,154,5,4,0,4,17 +shackbr01,2006,1,CIN,NL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sharpjo01,2006,1,PIT,NL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shealry01,2006,1,COL,NL,5,9,2,2,2,0,0,1,0,0,0,4,0,0,0,0,0 +shealry01,2006,2,KCA,AL,51,193,29,54,10,1,7,36,1,1,15,50,1,2,0,0,5 +sheetbe01,2006,1,MIL,NL,17,33,1,1,0,0,0,0,0,0,1,13,0,0,3,0,0 +sheffga01,2006,1,NYA,AL,39,151,22,45,5,0,6,25,5,1,13,16,2,1,0,1,6 +sheltch01,2006,1,DET,AL,115,373,50,102,16,4,16,47,1,2,34,107,1,4,0,1,10 +sherrge01,2006,1,SEA,AL,72,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shielja01,2006,1,ATL,NL,4,4,0,0,0,0,0,0,0,0,1,3,0,0,1,0,0 +shielja02,2006,1,TBA,AL,21,8,2,3,0,0,0,0,0,0,0,3,0,0,0,0,0 +shielsc01,2006,1,LAA,AL,74,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shoppke01,2006,1,CLE,AL,41,110,7,27,6,0,3,16,0,0,8,45,0,0,2,0,2 +shousbr01,2006,1,TEX,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shousbr01,2006,2,MIL,NL,59,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sierrru01,2006,1,MIN,AL,14,28,3,5,1,0,0,4,0,0,4,7,0,0,0,1,0 +sikorbr01,2006,1,SDN,NL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sikorbr01,2006,2,CLE,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +silvaca01,2006,1,MIN,AL,36,3,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +simonra01,2006,1,PHI,NL,23,21,0,5,0,0,0,2,0,0,2,6,0,0,0,0,0 +simpsal01,2006,1,MIL,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +siscoan01,2006,1,KCA,AL,65,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sizemgr01,2006,1,CLE,AL,162,655,134,190,53,11,28,76,22,6,78,153,8,13,1,4,2 +slatedo01,2006,1,ARI,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sledgte01,2006,1,SDN,NL,38,70,7,16,3,0,2,7,0,0,8,17,0,0,0,0,1 +slocubr01,2006,1,CLE,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smallaa01,2006,1,NYA,AL,11,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +smithja05,2006,1,COL,NL,49,99,9,26,1,0,5,13,3,0,7,29,1,2,0,0,1 +smithma04,2006,1,NYA,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithma04,2006,2,PHI,NL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithmi06,2006,1,MIN,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithtr01,2006,1,ATL,NL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +smoltjo01,2006,1,ATL,NL,35,64,5,8,3,0,0,4,0,0,4,27,0,0,18,0,2 +snellch02,2006,1,SEA,AL,36,96,14,24,6,1,3,8,2,1,13,38,0,4,5,1,0 +snellia01,2006,1,PIT,NL,37,54,2,3,1,0,0,2,0,0,2,28,0,0,9,0,1 +snowjt01,2006,1,BOS,AL,38,44,5,9,0,0,0,4,0,0,8,8,0,1,0,0,1 +snydech02,2006,1,ARI,NL,61,184,19,51,9,0,6,32,0,0,22,39,4,1,1,5,5 +snydeky01,2006,1,KCA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +snydeky01,2006,2,BOS,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +soleral01,2006,1,NYN,NL,8,11,0,1,0,0,0,0,0,0,0,6,0,0,4,0,0 +soriaal01,2006,1,WAS,NL,159,647,119,179,41,2,46,95,41,17,67,160,16,9,2,3,3 +soriara01,2006,1,SEA,AL,53,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sosajo02,2006,1,ATL,NL,27,20,4,3,0,0,3,3,0,0,2,8,0,0,6,0,0 +sosajo02,2006,2,SLN,NL,19,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +sotoge01,2006,1,CHN,NL,11,25,1,5,1,0,0,2,0,0,0,5,0,1,0,0,0 +sowerje01,2006,1,CLE,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +speieju01,2006,1,TOR,AL,58,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +spiezsc01,2006,1,SLN,NL,119,276,44,75,15,4,13,52,1,0,37,66,1,5,1,2,1 +spilbry01,2006,1,COL,NL,67,167,26,48,6,3,4,21,5,2,14,30,0,0,2,3,7 +sprinru01,2006,1,HOU,NL,72,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +spurlch01,2006,1,DET,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +spurlch01,2006,2,MIL,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stairma01,2006,1,KCA,AL,77,226,31,59,14,0,8,32,0,0,31,52,2,2,0,2,5 +stairma01,2006,2,TEX,AL,26,81,6,17,4,0,3,11,0,0,6,22,1,1,0,0,1 +stairma01,2006,3,DET,AL,14,41,5,10,3,0,2,8,0,0,3,12,0,0,0,0,1 +standja01,2006,1,CIN,NL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stantmi02,2006,1,WAS,NL,56,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stantmi02,2006,2,SFN,NL,26,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +staufti01,2006,1,SDN,NL,1,2,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +stemlst01,2006,1,KCA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sternad01,2006,1,BOS,AL,10,20,3,3,1,0,0,4,1,0,0,4,0,1,0,0,0 +stewach01,2006,1,CHA,AL,6,8,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +stewash01,2006,1,MIN,AL,44,174,21,51,5,1,2,21,3,1,14,19,0,1,0,1,7 +stinnke01,2006,1,NYA,AL,34,79,6,18,3,0,1,9,0,0,5,29,1,1,2,0,0 +stinnke01,2006,2,NYN,NL,7,12,0,1,0,0,0,0,0,0,0,4,0,0,0,0,0 +stockph01,2006,1,ATL,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stokebr01,2006,1,TBA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +streehu01,2006,1,OAK,AL,69,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stulter01,2006,1,LAN,NL,6,5,1,3,0,0,0,0,0,0,0,1,0,0,1,0,0 +sturtta01,2006,1,NYA,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sullico01,2006,1,COL,NL,126,386,47,103,26,10,2,30,10,6,32,100,3,1,19,5,5 +suppaje01,2006,1,SLN,NL,32,55,4,12,1,0,0,6,0,1,5,11,0,1,9,0,0 +suzukic01,2006,1,SEA,AL,161,695,110,224,20,9,9,49,45,2,49,71,16,5,1,2,2 +sweenbr01,2006,1,SDN,NL,37,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +sweenma01,2006,1,SFN,NL,114,259,32,65,15,2,5,37,0,1,28,50,3,3,0,1,6 +sweenmi01,2006,1,KCA,AL,60,217,23,56,15,0,8,33,2,0,28,48,5,4,0,3,5 +sweenry01,2006,1,CHA,AL,18,35,1,8,0,0,0,5,0,0,0,7,0,0,0,0,1 +swishni01,2006,1,OAK,AL,157,556,106,141,24,2,35,95,1,2,97,152,7,11,2,6,13 +switzjo01,2006,1,TBA,AL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tagucso01,2006,1,SLN,NL,134,316,46,84,19,1,2,31,11,3,32,48,1,2,9,2,9 +tallebr01,2006,1,TOR,AL,44,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tanketa01,2006,1,FLO,NL,49,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +taschja01,2006,1,SFN,NL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tatajo01,2006,1,DET,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tatisfe01,2006,1,BAL,AL,28,56,7,14,6,1,2,8,0,0,6,17,1,0,0,2,2 +taubety01,2006,1,TOR,AL,12,3,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +tavarju01,2006,1,BOS,AL,58,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +taverwi01,2006,1,HOU,NL,149,529,83,147,19,5,1,30,33,9,34,88,0,11,11,2,6 +teahema01,2006,1,KCA,AL,109,393,70,114,21,7,18,69,10,0,40,85,2,2,2,2,5 +teixema01,2006,1,TEX,AL,162,628,99,177,45,1,33,110,2,0,89,128,12,4,0,6,17 +tejadmi01,2006,1,BAL,AL,162,648,99,214,37,0,24,100,6,2,46,79,10,9,0,6,28 +tejedro01,2006,1,TEX,AL,14,2,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +terrelu01,2006,1,BAL,AL,27,40,4,8,1,0,1,6,0,3,1,7,0,1,0,0,0 +thamema01,2006,1,DET,AL,110,348,61,89,20,2,26,60,1,1,37,92,0,4,0,1,0 +theriry01,2006,1,CHN,NL,53,134,34,44,11,3,3,16,13,2,17,18,0,2,6,0,5 +thomafr04,2006,1,OAK,AL,137,466,77,126,11,0,39,114,0,0,81,81,3,6,0,6,13 +thomeji01,2006,1,CHA,AL,143,490,108,141,26,0,42,109,0,0,107,147,12,6,0,7,4 +thompbr01,2006,1,SLN,NL,43,2,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +thompke01,2006,1,NYA,AL,19,30,5,9,3,0,1,6,2,0,6,9,0,0,1,0,0 +thompmi03,2006,1,SDN,NL,19,25,2,4,0,0,0,0,0,0,1,12,0,0,3,0,0 +thomsjo01,2006,1,ATL,NL,18,30,1,8,2,0,0,4,0,0,0,10,0,0,2,0,0 +thormsc01,2006,1,ATL,NL,55,128,13,30,11,0,5,14,1,0,5,21,0,0,0,0,0 +thornma01,2006,1,CHA,AL,63,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thursjo01,2006,1,PHI,NL,18,18,3,4,1,0,0,0,0,0,1,2,0,1,0,0,0 +tiffete01,2006,1,MIN,AL,20,45,4,11,1,0,2,6,0,1,4,8,1,0,0,0,2 +timlimi01,2006,1,BOS,AL,68,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tomkobr01,2006,1,LAN,NL,45,25,2,3,0,0,0,0,0,0,1,13,0,0,5,0,0 +torresa01,2006,1,PIT,NL,94,5,0,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +torreyo01,2006,1,COL,NL,65,223,23,55,16,3,7,43,4,3,11,49,1,4,2,1,7 +towerjo01,2006,1,TOR,AL,15,5,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +trabebi01,2006,1,WAS,NL,15,13,1,1,0,0,0,1,0,0,1,8,0,0,2,0,0 +tracese01,2006,1,CHA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +trachst01,2006,1,NYN,NL,30,50,4,7,1,0,1,2,0,0,4,13,0,1,4,0,0 +tracych01,2006,1,ARI,NL,154,597,91,168,41,0,20,80,5,1,54,129,5,5,1,5,11 +treanma01,2006,1,FLO,NL,67,157,12,36,6,1,2,14,0,1,19,34,4,5,2,2,4 +tuckemi01,2006,1,NYN,NL,35,56,3,11,4,0,1,6,2,0,16,14,0,1,0,1,2 +tulowtr01,2006,1,COL,NL,25,96,15,23,2,0,1,6,3,0,10,25,3,1,1,0,1 +turnbde01,2006,1,MIL,NL,64,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +tynerja01,2006,1,MIN,AL,62,218,29,68,5,2,0,18,4,2,11,18,2,1,0,2,5 +ugglada01,2006,1,FLO,NL,154,611,105,172,26,7,27,90,6,6,48,123,1,9,7,8,5 +uptonbj01,2006,1,TBA,AL,50,175,20,43,5,0,1,10,11,3,13,40,0,1,0,0,1 +uribeju01,2006,1,CHA,AL,132,463,53,109,28,2,21,71,1,1,13,82,1,3,9,7,10 +utleych01,2006,1,PHI,NL,160,658,131,203,40,4,32,102,15,4,63,132,1,14,0,4,9 +valenja01,2006,1,CIN,NL,92,186,24,50,6,1,8,27,0,0,13,29,3,0,0,2,5 +valenjo03,2006,1,NYN,NL,137,384,56,104,24,3,18,62,6,2,37,71,5,0,5,6,5 +valvejo01,2006,1,ARI,NL,44,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vanbuje01,2006,1,BOS,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vargacl01,2006,1,ARI,NL,31,51,1,5,3,0,0,4,0,0,0,11,0,0,9,0,3 +vargaja01,2006,1,FLO,NL,12,16,1,5,1,0,0,1,0,0,1,2,0,0,0,0,0 +varitja01,2006,1,BOS,AL,103,365,46,87,19,2,12,55,1,2,46,87,7,2,1,2,10 +vazquja01,2006,1,CHA,AL,33,1,1,1,0,0,0,0,0,0,0,0,0,0,1,0,0 +vazqura01,2006,1,CLE,AL,34,67,11,14,2,0,1,8,0,0,6,18,0,0,2,2,3 +venafmi01,2006,1,COL,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ventomi01,2006,1,WAS,NL,9,18,3,5,1,0,0,1,0,0,4,5,1,0,0,0,0 +verasjo01,2006,1,NYA,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +verlaju01,2006,1,DET,AL,30,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +victosh01,2006,1,PHI,NL,153,415,70,119,19,8,6,46,4,3,24,54,0,14,8,1,5 +vidrojo01,2006,1,WAS,NL,126,463,52,134,26,1,7,47,1,0,41,48,3,3,0,4,16 +villaca01,2006,1,MIL,NL,10,15,0,1,0,0,0,1,0,0,0,9,0,0,2,0,0 +villaos01,2006,1,ATL,NL,58,7,0,0,0,0,0,0,0,0,0,3,0,0,2,0,1 +villoro01,2006,1,NYA,AL,70,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vizcajo01,2006,1,SFN,NL,64,119,16,25,3,0,1,5,0,2,16,10,3,0,1,0,3 +vizcajo01,2006,2,SLN,NL,16,23,3,8,3,0,1,3,0,0,1,4,0,0,1,0,2 +vizcalu01,2006,1,ARI,NL,70,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vizquom01,2006,1,SFN,NL,153,579,88,171,22,10,4,58,24,7,56,51,3,6,13,5,13 +vogelry01,2006,1,PIT,NL,20,3,1,1,0,0,0,0,0,0,2,2,0,0,0,0,0 +volqued01,2006,1,TEX,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +waechdo01,2006,1,TBA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wagnebi02,2006,1,NYN,NL,70,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wagnery01,2006,1,WAS,NL,26,3,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +wainwad01,2006,1,SLN,NL,61,6,2,3,1,0,1,1,0,0,0,0,0,0,0,0,0 +wakefti01,2006,1,BOS,AL,23,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +walkeja01,2006,1,DET,AL,56,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +walkepe01,2006,1,TOR,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +walketo04,2006,1,CHN,NL,94,318,38,88,16,1,6,40,0,1,38,27,1,1,1,4,7 +walketo04,2006,2,SDN,NL,44,124,18,35,6,1,3,13,2,0,17,11,1,0,0,1,1 +walkety01,2006,1,SFN,NL,6,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +walkety01,2006,2,TBA,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +walrole01,2006,1,CHN,NL,10,2,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +wangch01,2006,1,NYA,AL,34,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +wardda01,2006,1,WAS,NL,78,104,15,32,9,0,6,19,0,1,14,21,1,2,0,3,5 +wardda01,2006,2,ATL,NL,20,26,2,8,1,0,1,7,0,0,1,6,0,0,0,0,0 +wasdijo01,2006,1,TEX,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +washbja01,2006,1,SEA,AL,31,2,0,0,0,0,0,0,0,0,1,1,0,0,1,0,0 +watsobr01,2006,1,WAS,NL,9,28,0,5,0,0,0,0,0,2,1,3,0,0,0,0,0 +watsobr01,2006,2,CIN,NL,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0 +weathda01,2006,1,CIN,NL,67,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +weaveje01,2006,1,LAA,AL,16,3,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0 +weaveje01,2006,2,SLN,NL,17,27,1,3,1,0,0,3,0,0,3,12,0,0,5,0,1 +weaveje02,2006,1,LAA,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +webbbr01,2006,1,ARI,NL,33,73,4,11,2,0,0,9,0,0,2,33,0,0,10,1,1 +weeksri01,2006,1,MIL,NL,95,359,73,100,15,3,8,34,19,5,30,92,1,19,2,3,6 +welleto01,2006,1,FLO,NL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +welleto01,2006,2,KCA,AL,28,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +wellsda01,2006,1,BOS,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wellsda01,2006,2,SDN,NL,5,5,0,1,0,0,0,0,0,0,0,2,0,0,3,0,0 +wellski01,2006,1,PIT,NL,7,11,0,1,0,0,0,0,0,0,0,8,0,0,1,0,0 +wellski01,2006,2,TEX,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wellsve01,2006,1,TOR,AL,154,611,91,185,40,5,32,106,17,4,54,90,0,3,0,9,13 +westbja01,2006,1,CLE,AL,32,4,0,2,1,0,0,1,0,0,0,1,0,0,1,0,0 +wheelda01,2006,1,HOU,NL,75,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +whiteri01,2006,1,CIN,NL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +whiteri01,2006,2,PHI,NL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +whitero02,2006,1,MIN,AL,99,337,32,83,17,1,7,38,1,1,11,54,2,4,0,3,11 +wickmbo01,2006,1,CLE,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wickmbo01,2006,2,ATL,NL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +widgech01,2006,1,CHA,AL,27,76,6,14,3,0,1,7,0,0,9,20,0,0,0,2,1 +widgech01,2006,2,BAL,AL,9,17,0,2,0,0,0,2,0,0,2,4,0,0,1,0,1 +wiggity01,2006,1,TBA,AL,122,444,55,122,25,1,24,79,4,3,32,97,3,6,1,3,11 +wilkebr01,2006,1,TEX,AL,95,320,56,71,15,2,15,44,3,2,37,116,1,3,2,3,6 +willibe02,2006,1,NYA,AL,131,420,65,118,29,0,12,61,2,0,33,53,5,2,1,6,14 +willida07,2006,1,CIN,NL,8,12,0,1,0,0,0,0,0,0,1,5,0,0,0,0,0 +willida07,2006,2,NYN,NL,6,9,1,2,0,0,0,0,0,0,2,4,0,0,0,0,0 +willido03,2006,1,FLO,NL,35,64,8,11,0,1,3,10,0,0,6,13,0,0,6,0,0 +willije02,2006,1,CHN,NL,5,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +willijo03,2006,1,FLO,NL,142,502,62,139,28,2,26,74,2,0,54,109,2,11,0,6,13 +willire03,2006,1,LAA,AL,28,45,12,12,1,0,0,2,4,3,11,10,0,0,2,0,0 +willisc01,2006,1,CHN,NL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +willisc01,2006,2,SDN,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +willito02,2006,1,BAL,AL,62,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +williwo02,2006,1,SDN,NL,26,54,3,11,1,0,0,4,0,0,2,13,0,0,6,0,0 +wilsobr01,2006,1,SFN,NL,31,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +wilsocj01,2006,1,TEX,AL,44,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wilsocr03,2006,1,PIT,NL,85,255,38,68,11,2,13,41,1,0,24,88,2,5,0,2,6 +wilsocr03,2006,2,NYA,AL,40,104,15,22,4,0,4,8,0,0,4,34,0,1,0,0,4 +wilsoja02,2006,1,PIT,NL,142,543,70,148,27,1,8,35,4,3,33,65,0,4,9,5,15 +wilsokr01,2006,1,NYA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wilsopr01,2006,1,HOU,NL,102,390,40,105,22,2,9,55,6,2,22,94,2,2,0,3,18 +wilsopr01,2006,2,SLN,NL,33,111,18,27,3,0,8,17,6,0,7,27,1,2,0,0,2 +wilsova01,2006,1,DET,AL,56,152,18,43,9,0,5,18,0,4,2,33,0,3,10,1,1 +windsja01,2006,1,OAK,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +winkejo01,2006,1,MIL,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +winnra01,2006,1,SFN,NL,149,573,82,150,34,5,11,56,10,8,48,63,3,7,3,4,7 +wisede01,2006,1,CIN,NL,31,38,3,7,2,0,0,1,0,0,0,6,0,0,2,0,2 +wisema01,2006,1,MIL,NL,40,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +witasja01,2006,1,OAK,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wittke01,2006,1,TBA,AL,19,61,5,9,2,0,2,5,0,0,0,21,0,0,0,0,1 +wolfra02,2006,1,PHI,NL,13,21,2,4,2,0,0,4,0,0,2,8,0,0,0,2,0 +womacto01,2006,1,CIN,NL,9,18,1,4,2,0,0,3,0,0,4,3,1,0,1,0,0 +womacto01,2006,2,CHN,NL,19,50,6,14,1,0,1,2,1,1,4,4,0,0,3,0,0 +woodja02,2006,1,FLO,NL,12,13,3,6,2,0,0,1,1,0,1,2,0,0,0,0,0 +woodke02,2006,1,CHN,NL,4,6,0,3,1,0,0,2,0,0,0,0,0,0,0,0,0 +woodmi01,2006,1,KCA,AL,23,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +woodsja01,2006,1,SEA,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +woodwch01,2006,1,NYN,NL,83,222,25,48,10,1,3,25,1,1,23,55,2,1,4,3,2 +worreti01,2006,1,SFN,NL,23,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wrighda03,2006,1,NYN,NL,154,582,96,181,40,5,26,116,20,5,66,113,13,5,0,8,15 +wrighja01,2006,1,SFN,NL,35,47,4,12,2,0,0,1,0,0,0,11,0,0,5,0,1 +wrighja02,2006,1,NYA,AL,31,3,0,0,0,0,0,1,0,0,1,1,0,0,0,1,0 +wuertmi01,2006,1,CHN,NL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +yanes01,2006,1,LAA,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +yanes01,2006,2,CIN,NL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +yatesty01,2006,1,ATL,NL,56,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +youklke01,2006,1,BOS,AL,147,569,100,159,42,2,13,72,5,2,91,120,0,9,0,11,12 +youmash01,2006,1,PIT,NL,5,7,0,3,0,0,0,1,0,0,0,3,0,0,0,0,0 +youngch03,2006,1,SDN,NL,31,54,2,7,2,1,0,4,0,0,0,26,0,0,8,0,0 +youngch04,2006,1,ARI,NL,30,70,10,17,4,0,2,10,2,1,6,12,0,1,0,1,0 +youngde03,2006,1,TBA,AL,30,126,16,40,9,1,3,10,2,2,1,24,0,3,0,1,0 +youngde04,2006,1,LAN,NL,8,5,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +youngdm01,2006,1,DET,AL,48,172,19,43,4,1,7,23,1,1,11,39,0,0,0,1,3 +younger01,2006,1,SDN,NL,56,128,19,26,5,0,3,13,8,2,13,16,1,2,1,3,6 +younger01,2006,2,TEX,AL,4,10,1,2,1,1,0,2,0,0,1,1,0,0,1,0,1 +youngmi02,2006,1,TEX,AL,162,691,93,217,52,3,14,103,7,3,48,96,0,1,0,8,27 +zambrca01,2006,1,CHN,NL,37,73,9,11,0,0,6,11,1,0,1,27,0,0,5,1,2 +zambrvi01,2006,1,NYN,NL,5,5,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0 +zaungr01,2006,1,TOR,AL,99,290,39,79,19,0,12,40,0,2,41,42,3,3,0,5,10 +zimmery01,2006,1,WAS,NL,157,614,84,176,47,3,20,110,11,8,61,120,7,2,1,4,15 +zitoba01,2006,1,OAK,AL,34,3,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +zobribe01,2006,1,TBA,AL,52,183,10,41,6,2,2,18,2,3,10,26,1,0,2,3,2 +zumayjo01,2006,1,DET,AL,62,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +aardsda01,2007,1,CHA,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +abercre01,2007,1,FLO,NL,35,76,16,15,3,0,2,5,7,1,2,22,0,2,0,0,1 +abreubo01,2007,1,NYA,AL,158,605,123,171,40,5,16,101,25,8,84,115,0,3,0,7,11 +abreuto01,2007,1,LAN,NL,59,166,19,45,14,1,2,17,0,0,7,21,1,3,0,2,5 +abreuwi01,2007,1,WAS,NL,26,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +accarje01,2007,1,TOR,AL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +acostma01,2007,1,ATL,NL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +adamsru01,2007,1,TOR,AL,27,60,14,14,3,0,2,12,2,1,7,14,1,0,2,0,1 +adkinjo01,2007,1,NYN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +affelje01,2007,1,COL,NL,75,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +albaljo01,2007,1,WAS,NL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +alberma01,2007,1,HOU,NL,31,29,0,2,0,0,0,0,0,0,0,17,0,0,3,0,0 +alfonan01,2007,1,PHI,NL,61,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +alfonel01,2007,1,SFN,NL,26,64,5,16,2,1,1,6,0,2,2,23,2,1,0,0,2 +alomasa02,2007,1,NYN,NL,8,22,1,3,1,0,0,0,0,0,0,3,0,0,0,0,0 +aloumo01,2007,1,NYN,NL,87,328,51,112,19,1,13,49,3,0,27,30,5,2,0,3,13 +ambrech01,2007,1,NYN,NL,3,3,0,1,0,0,0,1,0,0,0,1,0,0,0,0,0 +amezaal01,2007,1,FLO,NL,133,400,46,105,14,9,2,30,13,7,35,52,0,4,4,5,4 +anderbr03,2007,1,CHA,AL,13,17,3,2,1,0,0,0,0,0,2,7,0,0,0,0,2 +anderga01,2007,1,LAA,AL,108,417,67,124,31,1,16,80,1,0,27,54,9,0,0,6,8 +anderjo03,2007,1,HOU,NL,21,67,10,24,3,0,0,11,1,1,5,6,0,2,0,1,0 +anderma02,2007,1,LAN,NL,23,26,3,6,0,0,0,2,1,0,3,5,0,0,0,0,0 +anderma02,2007,2,NYN,NL,43,69,14,22,7,0,3,25,3,1,5,12,1,0,1,2,2 +andinro01,2007,1,FLO,NL,7,13,0,5,1,0,0,0,0,0,0,2,0,0,0,0,0 +ankieri01,2007,1,SLN,NL,47,172,31,49,8,1,11,39,1,0,13,41,0,0,1,4,3 +aquingr01,2007,1,MIL,NL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ariasal02,2007,1,COL,NL,6,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +armasto02,2007,1,PIT,NL,31,26,0,3,1,0,0,2,0,0,0,12,0,0,2,0,0 +arroybr01,2007,1,CIN,NL,34,70,5,10,2,0,1,3,0,0,2,30,0,1,6,0,1 +ascanjo01,2007,1,ATL,NL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +atchisc01,2007,1,SFN,NL,22,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +atkinga01,2007,1,COL,NL,157,605,83,182,35,1,25,111,3,1,67,96,3,2,0,10,16 +aurilri01,2007,1,SFN,NL,99,329,40,83,19,2,5,33,0,0,22,45,1,4,0,3,8 +ausmubr01,2007,1,HOU,NL,117,349,38,82,16,3,3,25,6,1,37,74,3,6,4,1,11 +ayalalu01,2007,1,WAS,NL,44,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +aybarer01,2007,1,LAA,AL,79,194,18,46,5,1,1,19,4,4,10,32,0,2,3,2,8 +backebr01,2007,1,HOU,NL,7,10,5,4,1,0,1,1,0,0,1,3,0,0,0,0,0 +bacsimi02,2007,1,WAS,NL,29,29,1,3,1,0,0,1,0,0,1,6,0,0,4,0,0 +baekch01,2007,1,SEA,AL,14,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +baezda01,2007,1,BAL,AL,53,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +baileho02,2007,1,CIN,NL,9,11,3,3,1,0,0,2,0,0,0,5,0,0,1,0,0 +baileje01,2007,1,BOS,AL,3,9,1,1,0,0,1,1,0,0,0,1,0,0,0,0,0 +bakerje03,2007,1,COL,NL,85,144,17,32,2,2,4,12,0,0,13,40,1,2,0,0,7 +bakersc02,2007,1,MIN,AL,24,6,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +bakopa01,2007,1,BAL,AL,60,156,13,32,3,1,1,8,0,1,15,50,0,1,1,1,4 +baldero01,2007,1,TBA,AL,35,137,16,28,6,0,5,12,4,1,9,35,1,3,1,0,1 +balejo01,2007,1,KCA,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +balenwl01,2007,1,SEA,AL,3,3,1,2,1,0,1,4,0,0,0,0,0,0,0,1,0 +balfogr01,2007,1,MIL,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +balfogr01,2007,2,TBA,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +banksjo01,2007,1,TOR,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bannibr01,2007,1,KCA,AL,27,3,0,1,0,0,0,0,0,0,0,1,0,1,0,0,0 +barajro01,2007,1,PHI,NL,48,122,16,28,8,0,4,10,0,1,21,24,3,2,1,0,5 +bardebr01,2007,1,ARI,NL,8,12,0,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +bardebr01,2007,2,SLN,NL,15,23,6,5,1,0,0,0,0,0,2,4,0,0,0,0,2 +bardjo01,2007,1,SDN,NL,118,389,42,111,27,2,5,51,0,1,50,58,7,0,1,3,16 +barfijo02,2007,1,CLE,AL,130,420,53,102,19,3,3,50,14,5,14,90,0,3,3,4,3 +barkese01,2007,1,COL,NL,3,2,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0 +barmecl01,2007,1,COL,NL,27,37,5,8,3,0,0,1,0,0,1,13,1,0,1,0,1 +baronda01,2007,1,FLO,NL,16,9,1,1,0,0,0,0,0,0,0,7,0,0,2,0,0 +barremi01,2007,1,CHN,NL,57,211,23,54,9,0,9,29,2,2,17,36,3,0,0,3,5 +barremi01,2007,2,SDN,NL,44,133,6,30,8,0,0,12,0,0,2,21,0,0,0,1,5 +barryke01,2007,1,ATL,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bartlja01,2007,1,MIN,AL,140,510,75,135,20,7,5,43,23,3,50,73,3,8,0,2,8 +bartoda02,2007,1,OAK,AL,18,72,16,25,9,0,4,8,1,0,10,11,0,1,0,1,2 +basakch01,2007,1,NYA,AL,5,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +batismi01,2007,1,SEA,AL,33,6,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +batisto01,2007,1,WAS,NL,80,101,10,26,3,0,2,16,0,0,12,14,3,3,0,2,4 +bautide01,2007,1,COL,NL,9,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +bautijo02,2007,1,PIT,NL,142,532,75,135,36,2,15,63,6,3,68,101,1,4,4,6,16 +bayja01,2007,1,PIT,NL,145,538,78,133,25,2,21,84,4,1,59,141,3,9,0,8,8 +baylijo01,2007,1,PIT,NL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bazaryo01,2007,1,DET,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +beanco01,2007,1,NYA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +beckejo02,2007,1,BOS,AL,30,11,1,2,1,0,0,1,0,0,0,1,0,0,0,0,0 +bedarer01,2007,1,BAL,AL,28,5,0,2,0,0,0,1,0,0,0,1,0,0,1,0,0 +beimejo01,2007,1,LAN,NL,83,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +belisma01,2007,1,CIN,NL,30,50,2,3,1,0,0,1,1,0,3,32,0,0,8,0,1 +bellhe01,2007,1,SDN,NL,81,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bellhma01,2007,1,CIN,NL,13,14,2,1,0,0,0,1,0,0,4,5,0,0,0,0,0 +belliro01,2007,1,WAS,NL,147,511,57,148,35,1,11,58,3,0,34,72,1,1,6,5,12 +belloed01,2007,1,COL,NL,3,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1 +bellro01,2007,1,BAL,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +beltrad01,2007,1,SEA,AL,149,595,87,164,41,2,26,99,14,2,38,104,2,2,0,4,18 +beltrca01,2007,1,NYN,NL,144,554,93,153,33,3,33,112,23,2,69,111,10,2,1,10,8 +benitar01,2007,1,SFN,NL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +benitar01,2007,2,FLO,NL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bennega01,2007,1,SLN,NL,59,155,12,39,7,0,2,17,1,1,8,16,1,1,2,4,6 +benneje01,2007,1,ATL,NL,3,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +benoijo01,2007,1,TEX,AL,70,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bergmja01,2007,1,WAS,NL,22,37,2,5,0,0,0,0,0,0,1,17,0,0,6,0,1 +berkmla01,2007,1,HOU,NL,153,561,95,156,24,2,34,102,7,3,94,125,11,8,0,5,11 +berroan01,2007,1,KCA,AL,9,11,0,1,0,0,0,1,0,1,0,4,0,1,1,0,1 +betanra01,2007,1,CLE,AL,68,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +betanyu01,2007,1,SEA,AL,155,536,72,155,38,2,9,67,5,4,15,48,3,1,3,4,10 +betemwi01,2007,1,LAN,NL,84,156,22,36,8,0,10,26,0,0,32,49,0,1,0,3,1 +betemwi01,2007,2,NYA,AL,37,84,11,19,4,0,4,24,0,0,6,33,0,0,2,0,1 +biggicr01,2007,1,HOU,NL,141,517,68,130,31,3,10,50,4,3,23,112,0,3,7,5,5 +billich01,2007,1,LAN,NL,43,36,1,4,1,0,0,2,0,0,1,19,0,0,4,0,2 +birkiku01,2007,1,BAL,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bisenjo01,2007,1,PHI,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +blackni01,2007,1,MIN,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +blacktr01,2007,1,SFN,NL,2,3,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +blakeca01,2007,1,CLE,AL,156,588,81,159,36,4,18,78,4,5,54,123,2,10,5,5,14 +blaloha01,2007,1,TEX,AL,58,208,32,61,16,3,10,33,4,1,21,38,1,1,0,2,8 +blanche01,2007,1,CHN,NL,22,54,3,9,3,0,0,4,0,0,2,12,0,0,1,1,0 +blantjo01,2007,1,OAK,AL,34,4,0,0,0,0,0,0,0,0,0,3,0,0,1,0,1 +blevije01,2007,1,OAK,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bloomwi01,2007,1,SEA,AL,91,173,28,48,3,0,2,13,7,5,10,35,0,1,4,0,7 +blumge01,2007,1,SDN,NL,122,330,34,83,21,1,5,33,0,0,32,52,4,2,3,3,10 +bocachi01,2007,1,OAK,AL,6,17,2,1,0,0,1,3,0,0,2,5,0,0,0,1,1 +bocachi01,2007,2,SDN,NL,27,63,9,15,4,0,1,2,3,2,5,13,0,0,0,0,0 +bondeje01,2007,1,DET,AL,28,6,1,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +bondsba01,2007,1,SFN,NL,126,340,75,94,14,0,28,66,5,0,132,54,43,3,0,2,13 +bonifem01,2007,1,ARI,NL,11,23,2,5,1,0,0,2,0,1,4,3,0,0,0,0,0 +bonsebo01,2007,1,MIN,AL,31,3,0,0,0,0,0,0,0,0,0,1,0,0,2,0,0 +bookech01,2007,1,WAS,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +booneaa01,2007,1,FLO,NL,69,189,27,54,11,0,5,28,2,0,21,41,4,13,1,4,0 +bootcch01,2007,1,LAA,AL,51,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +borchjo01,2007,1,FLO,NL,85,179,20,35,9,0,4,19,4,0,21,60,3,2,0,0,4 +borkoda01,2007,1,HOU,NL,64,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +borowjo01,2007,1,CLE,AL,69,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bottsja01,2007,1,TEX,AL,48,167,19,40,8,1,2,14,1,0,19,59,0,3,0,1,8 +bournmi01,2007,1,PHI,NL,105,119,29,33,3,3,1,6,18,1,13,21,2,0,1,0,1 +bowenro01,2007,1,SDN,NL,30,82,12,22,8,0,2,11,1,2,13,28,3,1,1,1,0 +bowenro01,2007,2,CHN,NL,10,31,3,2,1,0,0,2,0,0,4,13,0,0,0,1,2 +bowenro01,2007,3,OAK,AL,21,43,6,12,1,0,2,5,0,0,10,20,0,0,1,0,0 +bowiemi01,2007,1,WAS,NL,30,11,0,1,0,0,0,1,0,0,0,4,0,0,2,0,0 +boyerbl01,2007,1,ATL,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bradeda01,2007,1,OAK,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bradfch01,2007,1,BAL,AL,78,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bradlmi01,2007,1,OAK,AL,19,65,6,19,4,0,2,7,2,1,8,14,1,1,0,1,2 +bradlmi01,2007,2,SDN,NL,42,144,31,45,5,1,11,30,3,1,23,27,2,2,0,0,3 +branyru01,2007,1,SDN,NL,61,122,16,24,5,1,7,19,1,0,21,48,1,2,0,1,1 +branyru01,2007,2,PHI,NL,7,9,2,2,0,0,2,5,0,0,0,6,0,0,0,0,0 +branyru01,2007,3,SLN,NL,21,32,4,6,0,0,1,2,0,0,7,15,0,0,0,0,1 +braunry01,2007,1,KCA,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +braunry02,2007,1,MIL,NL,113,451,91,146,26,6,34,97,15,5,29,112,1,7,0,5,13 +braybi01,2007,1,CIN,NL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brazecr01,2007,1,KCA,AL,5,4,1,1,0,0,0,0,0,0,1,1,0,0,0,0,0 +brazoyh01,2007,1,LAN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brittch01,2007,1,NYA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +broadla01,2007,1,CHA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brocado01,2007,1,SDN,NL,67,2,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +brousbe01,2007,1,SEA,AL,99,240,27,66,10,0,7,29,2,0,17,50,2,4,0,3,7 +broweji01,2007,1,NYA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brownan01,2007,1,OAK,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brownde02,2007,1,OAK,AL,8,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +brownem01,2007,1,KCA,AL,113,366,44,94,13,1,6,62,12,2,24,71,2,1,0,6,7 +brownma05,2007,1,LAA,AL,4,5,0,0,0,0,0,0,1,0,2,1,0,0,0,0,0 +broxtjo01,2007,1,LAN,NL,83,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brunebr01,2007,1,NYA,AL,58,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brunter01,2007,1,HOU,NL,80,138,16,34,5,0,0,14,6,3,20,27,1,1,6,0,1 +buchhcl01,2007,1,BOS,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +buchhta01,2007,1,COL,NL,41,23,0,3,0,0,0,1,0,0,2,11,0,0,1,0,0 +buckjo01,2007,1,KCA,AL,113,347,41,77,18,0,18,48,0,1,36,92,0,10,0,6,11 +bucknbi02,2007,1,KCA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bucktr01,2007,1,OAK,AL,82,285,41,82,22,5,7,34,4,1,39,66,2,4,2,4,9 +buddery01,2007,1,LAA,AL,12,18,0,3,1,0,0,1,0,0,0,6,0,0,0,0,1 +buehrma01,2007,1,CHA,AL,30,5,0,0,0,0,0,0,0,0,0,4,0,0,1,0,0 +bukviry01,2007,1,CHA,AL,45,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bulgeja01,2007,1,LAA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bullibr01,2007,1,PIT,NL,5,3,1,1,0,0,0,0,0,0,0,0,0,0,1,0,0 +burgoam01,2007,1,NYN,NL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +burkech01,2007,1,HOU,NL,111,319,39,73,19,2,6,28,9,3,27,52,1,8,8,1,10 +burkeja02,2007,1,SEA,AL,50,113,19,34,8,0,1,12,0,1,7,17,0,4,5,0,2 +burneaj01,2007,1,TOR,AL,25,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +burrebr01,2007,1,BAL,AL,37,2,0,1,0,0,0,1,0,0,0,1,0,0,1,0,0 +burrepa01,2007,1,PHI,NL,155,472,77,121,26,0,30,97,0,0,114,120,1,4,0,8,10 +burtoja01,2007,1,CIN,NL,47,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +buschbr01,2007,1,MIN,AL,33,82,8,20,1,0,2,10,1,0,10,16,0,0,1,1,2 +bushda01,2007,1,MIL,NL,34,55,2,7,2,0,0,2,0,0,0,11,0,1,6,0,2 +butlebi03,2007,1,KCA,AL,92,329,38,96,23,2,8,52,0,0,27,55,5,2,0,2,8 +bynumfr01,2007,1,BAL,AL,70,96,21,25,8,2,2,11,8,1,2,30,0,2,1,0,2 +byrdati01,2007,1,DET,AL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +byrdma01,2007,1,TEX,AL,109,414,60,127,17,8,10,70,5,3,29,88,3,5,0,6,9 +byrdpa01,2007,1,CLE,AL,31,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +byrneer01,2007,1,ARI,NL,160,626,103,179,30,8,21,83,50,7,57,98,5,10,1,4,12 +cabreas01,2007,1,CLE,AL,45,159,30,45,9,2,3,22,0,0,17,29,0,2,5,3,7 +cabreda01,2007,1,BAL,AL,34,3,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +cabrefe01,2007,1,CLE,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cabrefe01,2007,2,BAL,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cabreme01,2007,1,NYA,AL,150,545,66,149,24,8,8,73,13,5,43,68,0,5,10,9,14 +cabremi01,2007,1,FLO,NL,157,588,91,188,38,2,34,119,2,1,79,127,23,5,1,7,17 +cabreor01,2007,1,LAA,AL,155,638,101,192,35,1,8,86,20,4,44,64,0,5,3,11,12 +cainma01,2007,1,SFN,NL,32,57,3,4,0,0,2,4,0,0,2,32,0,0,7,0,0 +cairomi01,2007,1,NYA,AL,54,107,12,27,7,0,0,10,8,1,8,19,1,1,4,1,3 +cairomi01,2007,2,SLN,NL,28,67,8,17,2,2,0,5,2,1,3,5,0,1,1,0,0 +calerki01,2007,1,OAK,AL,46,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +calica01,2007,1,MIN,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +callaal01,2007,1,ARI,NL,56,144,10,31,8,0,0,7,1,1,9,14,0,1,1,1,8 +camerke01,2007,1,SDN,NL,48,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +camermi01,2007,1,SDN,NL,151,571,88,138,33,6,21,78,18,5,67,160,1,8,2,3,9 +campijo01,2007,1,SEA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +campsh01,2007,1,TBA,AL,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +canoro01,2007,1,NYA,AL,160,617,93,189,41,7,19,97,4,5,39,85,5,8,1,4,19 +cantujo01,2007,1,TBA,AL,25,58,4,12,1,0,0,4,0,0,5,16,0,1,0,1,3 +cantujo01,2007,2,CIN,NL,27,57,8,17,8,0,1,9,0,0,7,10,0,2,0,2,3 +capeljo01,2007,1,MIL,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +capeljo01,2007,2,DET,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cappsma01,2007,1,PIT,NL,76,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +capuach01,2007,1,MIL,NL,29,41,2,9,0,0,1,3,0,0,2,16,0,0,5,0,1 +carlybu01,2007,1,ATL,NL,22,36,4,5,0,0,0,3,0,0,0,12,0,0,7,0,1 +carmofa01,2007,1,CLE,AL,32,4,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +carpech01,2007,1,SLN,NL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +carrahe01,2007,1,LAA,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +carrobr01,2007,1,FLO,NL,23,49,10,9,1,0,0,2,0,0,3,15,0,0,1,0,1 +carroja01,2007,1,COL,NL,108,227,45,51,9,1,2,22,6,2,28,34,1,4,6,3,2 +carvama01,2007,1,FLO,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +casanra01,2007,1,TBA,AL,29,79,12,20,1,1,6,11,0,0,7,17,1,1,0,2,3 +caseyse01,2007,1,DET,AL,143,453,40,134,30,1,4,54,2,2,39,42,11,2,0,2,9 +cashke01,2007,1,BOS,AL,12,27,2,3,1,0,0,4,0,0,4,13,0,1,0,1,2 +casilal01,2007,1,MIN,AL,56,189,15,42,5,1,0,9,11,1,9,29,0,0,5,1,5 +casseja01,2007,1,SDN,NL,6,8,2,1,0,0,0,0,0,0,0,3,0,0,0,0,1 +castial01,2007,1,BAL,AL,11,31,5,5,2,0,1,3,0,0,3,10,0,0,1,1,1 +castijo02,2007,1,PIT,NL,87,221,18,54,18,1,0,24,0,0,6,48,2,2,0,1,11 +castilu01,2007,1,MIN,AL,85,349,54,106,11,3,0,18,9,4,29,28,0,0,5,1,3 +castilu01,2007,2,NYN,NL,50,199,37,59,8,2,1,20,10,2,24,17,0,0,7,1,2 +castoko01,2007,1,WAS,NL,16,54,1,7,2,0,0,3,0,0,2,17,0,0,0,1,3 +castrfa01,2007,1,PHI,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +castrju01,2007,1,CIN,NL,54,89,5,16,5,0,0,5,0,0,4,21,0,0,3,2,2 +castrra01,2007,1,NYN,NL,52,144,24,41,6,0,11,31,0,0,10,39,0,1,0,2,1 +catalfr01,2007,1,TEX,AL,103,331,52,86,20,4,11,44,2,1,28,37,0,11,6,1,6 +catetr01,2007,1,SLN,NL,14,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cavazan01,2007,1,SLN,NL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cedenro02,2007,1,CHN,NL,38,74,6,15,2,0,4,13,2,1,3,18,0,0,2,1,0 +chacigu01,2007,1,TOR,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chacosh01,2007,1,PIT,NL,64,11,1,3,0,0,0,0,0,0,0,2,0,0,2,0,0 +chambjo03,2007,1,NYA,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chaveen01,2007,1,NYN,NL,71,150,20,43,7,2,1,17,5,2,9,16,0,0,5,1,5 +chaveer01,2007,1,OAK,AL,90,341,43,82,21,2,15,46,4,2,34,76,2,0,0,4,9 +chenbr01,2007,1,TEX,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cherrro01,2007,1,CHN,NL,12,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cherrro01,2007,2,BAL,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chicoma01,2007,1,WAS,NL,31,48,1,8,0,0,0,3,0,0,0,11,0,0,9,0,0 +choatra01,2007,1,ARI,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +choosh01,2007,1,CLE,AL,6,17,5,5,0,0,0,5,0,1,2,5,1,0,0,1,0 +chulkvi01,2007,1,SFN,NL,57,3,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1 +churcry01,2007,1,WAS,NL,144,470,57,128,43,1,15,70,3,2,49,107,4,8,0,3,12 +cintral01,2007,1,CHA,AL,68,185,23,45,7,1,2,19,2,1,9,35,1,1,0,1,5 +cirilje01,2007,1,MIN,AL,50,153,18,40,9,2,2,21,2,0,15,13,0,1,3,2,9 +cirilje01,2007,2,ARI,NL,28,40,6,8,4,0,0,6,0,0,4,6,0,0,0,0,1 +clarkbr02,2007,1,LAN,NL,47,58,7,13,4,0,0,5,1,2,6,11,0,1,1,0,1 +clarkbr02,2007,2,SDN,NL,21,49,6,15,1,2,0,6,0,1,8,7,2,0,0,0,2 +clarkda06,2007,1,COL,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clarkho02,2007,1,TOR,AL,31,49,6,10,2,0,0,2,1,0,7,5,1,0,0,1,1 +clarkto02,2007,1,ARI,NL,113,221,31,55,5,1,17,51,0,0,21,59,3,0,0,3,8 +claytro01,2007,1,TOR,AL,69,189,23,48,14,0,1,12,2,1,14,50,0,1,3,3,8 +claytro01,2007,2,BOS,AL,8,6,1,0,0,0,0,0,0,0,0,3,0,0,0,0,2 +clemeje01,2007,1,SEA,AL,9,16,4,6,1,0,2,3,0,0,3,3,0,0,0,0,0 +clemero02,2007,1,NYA,AL,18,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +clevlbr01,2007,1,DET,AL,13,10,2,1,0,0,0,0,0,0,0,7,0,0,0,0,1 +clippty01,2007,1,NYA,AL,6,2,0,1,1,0,0,0,0,0,0,1,0,0,1,0,0 +coatsbu01,2007,1,CIN,NL,20,34,2,7,4,0,0,2,0,0,3,15,0,0,0,1,1 +coffeto01,2007,1,CIN,NL,58,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +collawi01,2007,1,NYN,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +colomje01,2007,1,WAS,NL,61,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +colonba01,2007,1,LAA,AL,19,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1 +colyest01,2007,1,ATL,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +condrcl01,2007,1,PHI,NL,39,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +coninje01,2007,1,CIN,NL,80,215,23,57,11,1,6,32,4,0,20,28,0,0,1,6,4 +coninje01,2007,2,NYN,NL,21,41,2,8,2,0,0,5,0,0,7,8,2,0,1,1,1 +contrjo01,2007,1,CHA,AL,32,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +cookaa01,2007,1,COL,NL,25,42,8,10,3,0,0,1,0,0,4,14,0,1,13,0,1 +coraal01,2007,1,BOS,AL,83,207,30,51,10,5,3,18,1,1,7,23,2,9,7,2,5 +corcoti02,2007,1,TBA,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cordech01,2007,1,WAS,NL,76,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +cordefr01,2007,1,MIL,NL,66,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +coreybr01,2007,1,BOS,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cormila01,2007,1,ATL,NL,10,16,0,0,0,0,0,0,0,0,1,7,0,0,0,0,0 +cormirh01,2007,1,CIN,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +corpama01,2007,1,COL,NL,78,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +correke01,2007,1,SFN,NL,59,15,0,1,0,0,0,0,0,0,1,4,0,0,3,0,0 +cortefe01,2007,1,KCA,AL,8,14,3,4,1,0,0,1,0,0,1,0,0,0,1,0,0 +costash01,2007,1,KCA,AL,55,103,13,23,6,1,0,12,0,1,5,23,0,0,0,1,2 +costech01,2007,1,PHI,NL,48,129,15,36,3,0,5,22,0,0,4,20,1,2,2,0,1 +cotahu01,2007,1,PIT,NL,5,14,1,4,1,0,0,3,0,0,2,2,0,1,0,1,0 +cottsne01,2007,1,CHN,NL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +counscr01,2007,1,MIL,NL,122,282,31,62,12,2,3,24,4,2,41,47,4,3,6,2,7 +coutljo01,2007,1,CIN,NL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +crainje01,2007,1,MIN,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +crawfca02,2007,1,TBA,AL,143,584,93,184,37,9,11,80,50,10,32,112,5,5,1,2,11 +credejo01,2007,1,CHA,AL,47,167,13,36,5,0,4,22,0,1,10,24,0,0,0,1,1 +crispco01,2007,1,BOS,AL,145,526,85,141,28,7,6,60,28,6,50,84,1,1,9,5,12 +crosbbo01,2007,1,OAK,AL,93,349,40,79,16,0,8,31,10,2,23,62,1,2,0,0,11 +cruzen01,2007,1,CIN,NL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cruzjo02,2007,1,SDN,NL,91,256,37,60,12,3,6,21,6,1,31,65,1,0,5,1,3 +cruzju02,2007,1,ARI,NL,53,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +cruzne02,2007,1,TEX,AL,96,307,35,72,15,2,9,34,2,4,21,87,1,2,1,1,5 +cuddymi01,2007,1,MIN,AL,144,547,87,151,28,5,16,81,5,0,64,107,1,7,0,5,19 +custja01,2007,1,OAK,AL,124,395,61,101,18,1,26,82,0,2,105,164,2,1,0,6,6 +damonjo01,2007,1,NYA,AL,141,533,93,144,27,2,12,63,27,3,66,79,1,2,1,3,4 +danksjo01,2007,1,CHA,AL,26,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +davanje02,2007,1,ARI,NL,13,26,5,4,2,0,0,1,1,1,5,8,0,1,0,1,1 +davanje02,2007,2,OAK,AL,26,63,9,15,1,1,0,5,0,0,7,19,0,0,0,1,2 +davidda01,2007,1,PIT,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +davieky01,2007,1,ATL,NL,18,26,3,5,1,0,1,4,0,0,2,12,0,0,2,0,0 +davieky01,2007,2,KCA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +davisdo02,2007,1,ARI,NL,33,58,3,4,0,0,0,1,0,0,1,21,0,0,9,0,0 +davisja02,2007,1,CLE,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +davisja02,2007,2,SEA,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +daviska01,2007,1,PHI,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +davisra01,2007,1,PIT,NL,24,48,6,13,2,1,0,2,5,2,7,3,0,0,1,1,1 +davisra01,2007,2,SFN,NL,51,142,26,40,9,1,1,7,17,4,14,25,1,4,2,0,0 +dayde01,2007,1,CHA,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +deazaal01,2007,1,FLO,NL,45,144,14,33,8,2,0,8,2,0,6,37,1,1,5,2,2 +dejesda01,2007,1,KCA,AL,157,605,101,157,29,9,7,58,10,4,64,83,7,23,7,4,10 +dejonjo01,2007,1,TOR,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +delaceu01,2007,1,DET,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +delarjo01,2007,1,KCA,AL,26,5,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +delcama01,2007,1,BOS,AL,44,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +delgaca01,2007,1,NYN,NL,139,538,71,139,30,0,24,87,4,0,52,118,8,11,0,6,12 +delluda01,2007,1,CLE,AL,56,178,25,41,11,2,4,20,2,1,17,40,2,1,0,3,4 +dempsry01,2007,1,CHN,NL,66,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +depauju01,2007,1,MIN,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +derosma01,2007,1,CHN,NL,149,502,64,147,28,3,10,72,1,2,58,93,2,7,3,4,17 +desalma01,2007,1,NYA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +desseel01,2007,1,MIL,NL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +desseel01,2007,2,COL,NL,5,6,2,0,0,0,0,0,0,0,2,2,0,0,1,0,0 +detwiro01,2007,1,WAS,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +devinjo01,2007,1,ATL,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +diazma02,2007,1,ATL,NL,135,358,44,121,21,0,12,45,4,0,16,63,3,4,1,5,8 +diazvi01,2007,1,TEX,AL,37,104,13,25,4,0,9,25,0,0,1,33,0,2,0,1,4 +difelmi01,2007,1,NYN,NL,16,40,1,10,2,1,0,5,0,0,2,12,0,2,2,1,2 +dillojo02,2007,1,MIL,NL,39,76,12,26,8,2,0,10,0,0,5,14,0,1,0,0,2 +dinarle01,2007,1,OAK,AL,35,4,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +dobbsgr01,2007,1,PHI,NL,142,324,45,88,20,4,10,55,3,0,29,67,4,1,0,4,7 +dohmasc01,2007,1,TBA,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +donnebr01,2007,1,BOS,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +doteloc01,2007,1,KCA,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +doteloc01,2007,2,ATL,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +doumiry01,2007,1,PIT,NL,83,252,33,69,19,2,9,32,1,2,22,59,2,4,0,1,5 +dovede01,2007,1,SLN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +downssc01,2007,1,TOR,AL,81,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +doyneco01,2007,1,BAL,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +drewjd01,2007,1,BOS,AL,140,466,84,126,30,4,11,64,4,2,79,100,10,1,0,6,12 +drewst01,2007,1,ARI,NL,150,543,60,129,28,4,12,60,9,0,60,100,5,3,5,8,4 +drisktr01,2007,1,HOU,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +duchsju01,2007,1,OAK,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +duckwbr01,2007,1,KCA,AL,26,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +duffych01,2007,1,PIT,NL,70,241,31,60,11,3,3,22,13,4,21,43,0,3,2,3,2 +dukesel01,2007,1,TBA,AL,52,184,27,35,3,2,10,21,2,4,33,44,0,2,0,1,6 +dukeza01,2007,1,PIT,NL,21,32,3,8,0,0,0,3,0,0,0,12,0,0,3,0,0 +dumatph01,2007,1,CIN,NL,6,6,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +duncach01,2007,1,SLN,NL,127,375,51,97,20,0,21,70,2,1,55,123,3,1,0,1,4 +duncash01,2007,1,NYA,AL,34,74,16,19,1,0,7,17,0,0,8,20,0,0,1,0,2 +dunnad01,2007,1,CIN,NL,152,522,101,138,27,2,40,106,9,2,101,165,8,5,0,4,12 +durbich01,2007,1,DET,AL,36,4,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0 +durbijd01,2007,1,ARI,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +durbijd01,2007,2,PHI,NL,18,19,3,5,1,0,0,0,0,0,0,5,0,0,3,0,0 +durhara01,2007,1,SFN,NL,138,464,56,101,21,2,11,71,10,2,53,75,6,2,0,9,18 +dyeje01,2007,1,CHA,AL,138,508,68,129,34,0,28,78,2,1,45,107,2,4,0,4,17 +easleda01,2007,1,NYN,NL,76,193,24,54,6,0,10,26,0,1,19,35,1,5,0,1,2 +eatonad01,2007,1,PHI,NL,34,62,4,13,1,0,1,5,0,0,3,22,0,0,6,0,0 +eckstda01,2007,1,SLN,NL,117,434,58,134,23,0,3,31,10,1,24,22,0,12,7,7,9 +edmonji01,2007,1,SLN,NL,117,365,39,92,15,2,12,53,0,2,41,75,2,0,2,3,9 +elartsc01,2007,1,KCA,AL,9,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +eldrebr01,2007,1,PIT,NL,19,46,3,5,1,0,2,3,0,0,1,16,1,0,0,0,1 +ellisja01,2007,1,SEA,AL,63,46,9,13,0,0,0,0,3,3,1,12,0,0,1,0,1 +ellisja01,2007,2,CIN,NL,37,48,7,9,1,0,1,2,1,0,5,15,0,1,2,0,0 +ellisma01,2007,1,OAK,AL,150,583,84,161,33,3,19,76,9,4,44,94,1,10,2,3,10 +ellsbja01,2007,1,BOS,AL,33,116,20,41,7,1,3,18,9,0,8,15,0,1,0,2,2 +embreal01,2007,1,OAK,AL,68,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +encared01,2007,1,CIN,NL,139,502,66,145,25,1,16,76,8,1,39,86,4,14,0,1,5 +encarju01,2007,1,SLN,NL,78,283,43,80,17,1,9,47,2,2,18,43,0,1,1,4,11 +ennisjo01,2007,1,PHI,NL,3,3,0,1,0,0,0,0,0,0,0,1,0,0,0,0,1 +ensbemo01,2007,1,HOU,NL,85,224,36,52,10,0,8,31,0,1,31,48,0,0,2,2,6 +ensbemo01,2007,2,SDN,NL,30,58,11,13,3,0,4,8,0,0,7,19,0,0,0,0,1 +erstada01,2007,1,CHA,AL,87,310,33,77,13,1,4,32,7,2,28,44,0,0,6,1,4 +escobke01,2007,1,LAA,AL,30,6,0,2,0,0,0,0,0,0,0,2,0,0,1,0,0 +escobyu01,2007,1,ATL,NL,94,319,54,104,25,0,5,28,5,3,27,44,1,5,2,2,6 +esposbr01,2007,1,SLN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +estrajo01,2007,1,MIL,NL,120,442,40,123,25,0,10,54,0,0,12,43,3,2,1,7,16 +ethiean01,2007,1,LAN,NL,153,447,50,127,32,2,13,64,0,4,46,68,12,4,0,8,10 +evanste01,2007,1,LAA,AL,8,11,3,1,0,0,1,2,0,0,2,4,0,0,0,0,1 +evelada01,2007,1,ARI,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +everead01,2007,1,HOU,NL,66,220,18,51,11,1,2,15,4,2,14,31,0,1,1,0,3 +eyresc01,2007,1,CHN,NL,55,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +eyrewi01,2007,1,TEX,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +faheybr01,2007,1,BAL,AL,40,54,10,9,1,1,0,1,2,1,2,9,0,0,0,0,1 +falkebr01,2007,1,SLN,NL,16,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +farnsky01,2007,1,NYA,AL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fasansa01,2007,1,TOR,AL,16,45,5,8,3,0,1,4,0,0,2,19,0,1,1,0,0 +feierry01,2007,1,SEA,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +feldmsc01,2007,1,TEX,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +felicpe01,2007,1,NYN,NL,78,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +felizpe01,2007,1,SFN,NL,150,557,61,141,28,2,20,72,2,2,29,70,2,1,0,3,15 +fickro01,2007,1,WAS,NL,118,197,24,46,6,1,2,16,0,1,19,42,1,3,1,1,9 +fieldjo02,2007,1,CHA,AL,100,373,54,91,17,1,23,67,1,1,35,125,0,1,6,3,11 +fieldna01,2007,1,FLO,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fieldpr01,2007,1,MIL,NL,158,573,109,165,35,2,50,119,2,2,90,121,21,14,0,4,9 +figgich01,2007,1,LAA,AL,115,442,81,146,24,6,3,58,41,12,51,81,0,0,2,8,7 +figuelu01,2007,1,SFN,NL,6,5,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +finlest01,2007,1,COL,NL,43,94,9,17,3,0,1,2,0,0,8,4,1,0,0,0,2 +floreje02,2007,1,WAS,NL,79,180,21,44,9,0,4,25,0,1,14,48,0,3,0,0,5 +florera01,2007,1,SLN,NL,70,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +florero01,2007,1,OAK,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +floydcl01,2007,1,CHN,NL,108,282,40,80,10,1,9,45,0,0,35,47,5,5,0,0,6 +floydga01,2007,1,CHA,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +foggjo01,2007,1,COL,NL,30,53,3,7,0,0,0,1,0,0,1,19,0,0,9,0,2 +fontemi01,2007,1,CHN,NL,86,234,32,65,12,4,3,29,5,4,22,43,0,0,1,3,5 +fordle01,2007,1,MIN,AL,55,116,13,27,6,0,3,14,3,1,11,24,0,3,0,0,4 +fossuca01,2007,1,TBA,AL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +foxja02,2007,1,CHN,NL,7,14,3,2,2,0,0,1,0,0,1,2,0,0,0,0,1 +francbe01,2007,1,CLE,AL,25,62,10,17,5,0,3,12,0,2,3,19,0,0,0,1,2 +francfr01,2007,1,TEX,AL,59,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +francje01,2007,1,COL,NL,35,64,2,12,3,0,0,3,0,0,2,20,0,0,13,0,1 +francje02,2007,1,ATL,NL,162,642,84,188,40,0,19,105,5,2,42,129,5,5,0,7,14 +francju01,2007,1,NYN,NL,40,50,7,10,0,0,1,8,2,1,10,13,0,0,0,1,1 +francju01,2007,2,ATL,NL,15,40,1,10,3,0,0,8,0,0,4,10,1,0,0,1,1 +frandke01,2007,1,SFN,NL,109,264,26,71,12,1,5,31,4,3,21,24,3,5,3,3,17 +frankry01,2007,1,SLN,NL,69,2,0,1,0,0,0,1,0,0,0,1,0,0,0,0,0 +frasoja01,2007,1,TOR,AL,51,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +freelry01,2007,1,CIN,NL,75,277,44,68,13,3,3,16,15,8,18,47,0,7,2,0,4 +fuentbr01,2007,1,COL,NL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fuldsa01,2007,1,CHN,NL,14,6,3,0,0,0,0,0,0,0,3,3,0,0,0,0,0 +fultzaa01,2007,1,CLE,AL,49,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +furcara01,2007,1,LAN,NL,138,581,87,157,23,4,6,47,25,6,55,68,3,1,2,3,11 +furmajj01,2007,1,OAK,AL,16,17,5,3,1,0,0,1,0,0,3,8,0,2,0,0,0 +gabbaka01,2007,1,BOS,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gabbaka01,2007,2,TEX,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gagneer01,2007,1,TEX,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gagneer01,2007,2,BOS,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +galarar01,2007,1,TEX,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gallase01,2007,1,CHN,NL,8,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0 +gallayo01,2007,1,MIL,NL,20,40,5,10,3,0,2,6,0,0,1,10,0,0,1,0,1 +galljo01,2007,1,FLO,NL,3,4,0,0,0,0,0,0,0,0,0,1,0,1,0,0,1 +garcian01,2007,1,PHI,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +garcifr02,2007,1,PHI,NL,11,17,1,4,1,0,0,2,0,0,2,7,0,0,2,1,1 +garciha01,2007,1,FLO,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +garcija01,2007,1,OAK,AL,46,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +garcino01,2007,1,LAN,NL,121,431,39,122,17,0,7,59,3,1,31,41,5,0,0,4,6 +gardnle01,2007,1,FLO,NL,62,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +garkory01,2007,1,CLE,AL,138,484,62,140,29,1,21,61,0,1,34,94,1,20,0,3,12 +garlajo01,2007,1,CHA,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0 +garzama01,2007,1,MIN,AL,16,2,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +gathrjo01,2007,1,KCA,AL,74,228,28,70,8,0,0,19,9,8,20,36,0,3,10,0,2 +gaudich01,2007,1,OAK,AL,34,3,1,0,0,0,0,0,0,0,1,2,0,0,1,0,0 +gearyge01,2007,1,PHI,NL,57,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +germaes01,2007,1,KCA,AL,121,348,49,92,15,6,4,37,11,7,43,60,0,5,6,3,11 +germaju01,2007,1,SDN,NL,26,32,2,5,1,0,0,2,0,0,3,13,0,0,6,0,0 +giambja01,2007,1,NYA,AL,83,254,31,60,8,0,14,39,1,0,40,66,2,8,0,1,1 +gibboja01,2007,1,BAL,AL,84,270,28,62,14,0,6,28,0,0,15,52,1,2,0,3,5 +gieseda01,2007,1,SFN,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gilesbr02,2007,1,SDN,NL,121,483,72,131,27,2,13,51,4,6,64,61,5,4,0,1,8 +gilesma01,2007,1,SDN,NL,116,420,52,96,19,3,4,39,10,3,44,82,0,3,6,3,10 +gilge01,2007,1,COL,NL,5,14,1,1,0,0,0,0,0,0,1,5,0,0,1,0,1 +gilje01,2007,1,CIN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +glaustr01,2007,1,TOR,AL,115,385,60,101,19,1,20,62,0,1,61,102,2,5,0,5,7 +glavito02,2007,1,NYN,NL,35,56,3,12,1,0,0,4,0,0,6,5,0,0,12,1,0 +gloadro01,2007,1,KCA,AL,102,320,37,92,22,3,7,51,2,2,16,39,2,2,0,8,13 +glovega01,2007,1,TBA,AL,67,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gobblji01,2007,1,KCA,AL,74,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gomesjo01,2007,1,TBA,AL,107,348,48,85,20,2,17,49,12,4,35,126,1,7,0,4,1 +gomezca01,2007,1,NYN,NL,58,125,14,29,3,0,2,12,12,3,8,27,2,3,0,3,0 +gomezch02,2007,1,BAL,AL,73,169,17,51,10,1,1,16,1,2,10,20,1,0,5,1,5 +gomezch02,2007,2,CLE,AL,19,53,4,15,2,0,0,5,0,0,0,6,0,0,1,1,1 +gonzaad01,2007,1,SDN,NL,161,646,101,182,46,3,30,100,0,0,65,140,9,3,0,6,6 +gonzaal02,2007,1,CIN,NL,110,393,55,107,27,1,16,55,0,1,24,75,1,8,2,3,13 +gonzaal03,2007,1,NYA,AL,12,14,3,1,0,0,0,1,0,1,1,1,0,0,0,0,1 +gonzaan01,2007,1,CHA,AL,67,189,17,35,6,0,2,11,1,5,25,61,1,0,1,0,4 +gonzaed01,2007,1,ARI,NL,32,21,0,4,0,0,0,0,0,0,0,4,0,0,3,0,0 +gonzaen01,2007,1,ARI,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gonzalu01,2007,1,LAN,NL,139,464,70,129,23,2,15,68,6,2,56,56,4,4,0,2,11 +gonzami02,2007,1,ATL,NL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gordoal01,2007,1,KCA,AL,151,543,60,134,36,4,15,60,14,4,41,137,4,13,1,2,12 +gordoto01,2007,1,PHI,NL,44,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gorneni01,2007,1,LAA,AL,2,4,1,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +gorzeto01,2007,1,PIT,NL,32,63,1,4,0,0,0,3,0,0,2,31,0,1,6,0,2 +goslimi01,2007,1,CIN,NL,23,5,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +gotayru01,2007,1,NYN,NL,98,190,25,56,12,0,4,24,3,3,16,42,1,1,3,1,2 +grabojo02,2007,1,PIT,NL,63,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +graffto01,2007,1,MIL,NL,86,231,34,55,8,0,9,30,0,1,24,44,6,3,0,2,7 +grandcu01,2007,1,DET,AL,158,612,122,185,38,23,23,74,26,1,52,141,3,5,5,2,3 +greenkh01,2007,1,SDN,NL,153,611,89,155,44,3,27,97,4,0,32,128,3,5,0,11,12 +greenni01,2007,1,SEA,AL,6,7,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +greense01,2007,1,SEA,AL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +greensh01,2007,1,NYN,NL,130,446,62,130,30,1,10,46,11,1,37,62,4,5,1,1,14 +greggke01,2007,1,FLO,NL,74,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +greinza01,2007,1,KCA,AL,52,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +griffjo01,2007,1,TOR,AL,6,10,4,3,1,0,1,3,0,0,3,5,0,0,0,1,0 +griffke02,2007,1,CIN,NL,144,528,78,146,24,1,30,93,6,1,85,99,14,1,0,9,14 +grillja01,2007,1,DET,AL,57,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gronkle01,2007,1,TOR,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grossga01,2007,1,MIL,NL,93,183,28,43,12,2,7,24,3,1,25,37,2,1,0,1,1 +grudzma01,2007,1,KCA,AL,116,453,70,137,32,3,6,51,1,2,23,60,2,8,0,2,14 +guarded01,2007,1,CIN,NL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guerrma02,2007,1,MIN,AL,73,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guerrvl01,2007,1,LAA,AL,150,574,89,186,45,1,27,125,2,3,71,62,28,9,0,6,19 +guillca01,2007,1,DET,AL,151,564,86,167,35,9,21,102,13,8,55,93,10,3,0,8,14 +guilljo01,2007,1,SEA,AL,153,593,84,172,28,2,23,99,5,1,41,118,2,19,0,5,17 +guthrje01,2007,1,BAL,AL,32,7,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +gutiefr01,2007,1,CLE,AL,100,271,41,72,13,2,13,36,8,3,21,77,1,1,5,3,7 +gutieju01,2007,1,HOU,NL,7,6,1,0,0,0,0,0,0,0,0,4,0,0,1,0,0 +guzmaan01,2007,1,CHN,NL,12,7,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +guzmacr01,2007,1,WAS,NL,46,174,31,57,6,6,2,14,2,0,15,21,1,1,0,2,1 +guzmafr01,2007,1,TEX,AL,8,6,2,1,0,0,1,1,0,1,0,2,0,0,0,0,0 +guzmajo03,2007,1,TBA,AL,16,37,5,9,1,2,0,4,0,0,2,10,0,0,0,0,1 +gwynma01,2007,1,LAA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gwynnto02,2007,1,MIL,NL,69,123,13,32,3,2,0,10,8,1,12,24,1,0,0,0,0 +haegech01,2007,1,CHA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hafnetr01,2007,1,CLE,AL,152,545,80,145,25,2,24,100,1,1,102,115,17,7,0,5,15 +hairsje02,2007,1,TEX,AL,73,159,22,30,7,0,3,16,5,1,11,24,0,3,7,4,5 +hairssc01,2007,1,ARI,NL,76,176,21,39,13,1,3,16,2,0,19,37,0,1,3,0,4 +hairssc01,2007,2,SDN,NL,31,87,16,25,5,1,8,20,0,0,7,18,0,0,0,1,0 +hallaro01,2007,1,TOR,AL,31,4,0,2,0,0,0,1,0,0,0,2,0,0,0,0,0 +hallbi03,2007,1,MIL,NL,136,452,59,115,35,0,14,63,4,5,40,128,1,3,1,7,9 +hallto02,2007,1,CHA,AL,38,116,8,24,4,0,0,3,0,0,3,12,0,0,0,1,2 +hamelco01,2007,1,PHI,NL,30,64,7,9,2,0,0,2,0,0,2,26,0,0,5,1,0 +hamiljo03,2007,1,CIN,NL,90,298,52,87,17,2,19,47,3,3,33,65,4,4,0,2,6 +hammeja01,2007,1,TBA,AL,24,1,0,1,1,0,0,1,0,0,0,0,0,0,0,0,0 +hammoro01,2007,1,ARI,NL,34,45,5,11,2,0,0,0,0,0,3,7,0,1,0,0,3 +hampsju01,2007,1,SDN,NL,39,4,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1 +hancojo01,2007,1,SLN,NL,8,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hanigry01,2007,1,CIN,NL,5,10,3,3,1,0,0,2,0,0,1,2,1,0,0,0,0 +hannaja01,2007,1,OAK,AL,41,144,16,40,12,0,3,24,1,0,21,39,0,1,1,2,6 +hanrajo01,2007,1,WAS,NL,12,14,3,4,2,1,0,3,0,0,0,5,0,0,3,0,0 +hansade01,2007,1,BOS,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +happja01,2007,1,PHI,NL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +haranaa01,2007,1,CIN,NL,35,74,0,7,1,0,0,2,0,0,1,28,0,1,11,1,1 +harderi01,2007,1,OAK,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hardyjj01,2007,1,MIL,NL,151,592,89,164,30,1,26,80,2,3,40,73,1,1,4,1,13 +harenda01,2007,1,OAK,AL,34,4,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +harikti01,2007,1,COL,NL,1,1,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0 +harribr01,2007,1,TBA,AL,137,521,72,149,35,3,12,59,4,1,42,96,1,4,8,1,19 +harriwi01,2007,1,ATL,NL,117,344,56,93,20,8,2,32,17,11,40,71,0,3,1,3,3 +hartco01,2007,1,MIL,NL,140,505,86,149,33,9,24,81,23,7,36,99,3,13,5,7,6 +hartke01,2007,1,CHN,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hattesc01,2007,1,CIN,NL,116,361,50,112,27,1,10,47,0,0,49,35,6,3,1,3,8 +hawkila01,2007,1,COL,NL,62,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +hawpebr01,2007,1,COL,NL,152,516,80,150,33,4,29,116,0,2,81,137,11,3,1,5,13 +haynena01,2007,1,LAA,AL,40,45,10,12,0,1,0,1,1,2,3,11,0,0,0,0,0 +headlch01,2007,1,SDN,NL,8,18,1,4,1,0,0,0,0,0,2,4,0,1,0,0,2 +heilmaa01,2007,1,NYN,NL,81,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +heintch01,2007,1,MIN,AL,24,56,0,14,0,0,0,7,0,0,3,12,0,0,2,0,2 +helmswe01,2007,1,PHI,NL,112,280,21,69,19,0,5,39,0,0,19,62,2,3,2,4,10 +heltoto01,2007,1,COL,NL,154,557,86,178,42,2,17,91,0,1,116,74,16,2,0,7,15 +hendrma01,2007,1,LAN,NL,39,27,1,1,1,0,0,1,0,0,2,10,0,0,1,0,0 +hennebr01,2007,1,SFN,NL,69,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hennse01,2007,1,NYA,AL,29,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +henslcl01,2007,1,SDN,NL,13,14,0,3,0,0,0,2,1,0,0,8,0,0,2,0,0 +hergema01,2007,1,COL,NL,35,6,0,0,0,0,0,0,0,0,0,5,0,0,0,0,0 +hermije01,2007,1,FLO,NL,123,429,54,127,32,1,18,63,3,4,47,105,2,4,1,3,10 +hernaan01,2007,1,NYN,NL,4,3,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +hernafe02,2007,1,SEA,AL,30,4,0,1,0,0,0,1,0,0,0,3,0,0,0,0,0 +hernali01,2007,1,ARI,NL,34,75,9,16,1,0,1,5,0,0,0,7,0,0,3,1,3 +hernalu01,2007,1,BAL,AL,30,69,5,20,2,0,1,7,2,2,1,10,0,0,1,0,1 +hernaor01,2007,1,NYN,NL,28,48,1,8,2,0,0,3,2,0,0,18,0,0,6,0,0 +hernara02,2007,1,BAL,AL,106,364,40,94,18,0,9,62,1,3,36,59,1,6,0,3,9 +hernaro01,2007,1,CLE,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hernaro01,2007,2,LAN,NL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hernayo01,2007,1,PHI,NL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hessmmi01,2007,1,DET,AL,17,51,7,12,0,0,4,12,0,0,5,17,0,0,0,1,0 +hillaa01,2007,1,TOR,AL,160,608,87,177,47,2,17,78,4,3,41,102,1,0,3,5,21 +hillesh02,2007,1,LAA,AL,53,197,19,50,5,0,3,22,0,2,5,18,0,1,0,1,6 +hillesh02,2007,2,LAN,NL,20,70,6,17,0,2,1,9,0,1,2,12,1,0,0,2,3 +hillko01,2007,1,CHN,NL,36,93,7,15,4,0,2,12,0,0,8,18,0,1,1,2,4 +hillri01,2007,1,CHN,NL,32,63,0,8,2,0,0,5,0,0,1,33,0,0,3,0,1 +hillsh01,2007,1,WAS,NL,16,26,2,2,0,0,0,0,0,0,3,10,0,1,7,0,0 +hinsker01,2007,1,BOS,AL,84,186,25,38,12,3,6,21,3,0,28,54,2,3,0,1,7 +hirshja01,2007,1,COL,NL,19,31,0,3,0,0,0,2,0,0,1,17,0,0,2,0,1 +hochelu01,2007,1,KCA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hoeyja02,2007,1,BAL,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hoffmtr01,2007,1,SDN,NL,61,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hollima01,2007,1,COL,NL,158,636,120,216,50,6,36,137,11,4,63,126,7,10,0,4,23 +hoovepa01,2007,1,FLO,NL,3,8,1,3,0,0,0,0,0,0,0,2,0,0,0,0,0 +hoppeno01,2007,1,CIN,NL,121,307,51,101,14,2,0,14,14,6,20,33,1,1,6,1,8 +houltdj01,2007,1,LAN,NL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +housejr01,2007,1,BAL,AL,19,38,5,8,2,0,3,3,0,0,1,11,0,2,0,0,0 +howarry01,2007,1,PHI,NL,144,529,94,142,26,0,47,136,1,0,107,199,35,5,0,7,13 +howeljp01,2007,1,TBA,AL,10,6,1,2,0,0,0,1,0,0,0,2,0,0,0,0,0 +howrybo01,2007,1,CHN,NL,78,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +huberjo01,2007,1,SEA,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +huberju01,2007,1,KCA,AL,8,10,2,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +huch01,2007,1,LAN,NL,12,29,5,7,0,1,2,5,0,0,0,8,0,0,2,0,0 +hudsolu01,2007,1,KCA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hudsoor01,2007,1,ARI,NL,139,517,69,152,28,9,10,63,10,2,70,87,1,2,5,7,21 +hudsoti01,2007,1,ATL,NL,34,76,6,20,3,0,0,9,0,0,3,18,0,0,4,0,1 +huffau01,2007,1,BAL,AL,151,550,68,154,34,5,15,72,1,1,48,87,2,1,0,4,13 +hugheph01,2007,1,NYA,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +huller01,2007,1,LAN,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +humbeph01,2007,1,NYN,NL,3,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +hunteto01,2007,1,MIN,AL,160,600,94,172,45,1,28,107,18,9,40,101,10,5,0,5,17 +iannech01,2007,1,COL,NL,67,197,22,43,8,3,4,27,0,0,29,58,3,5,1,2,3 +ibanera01,2007,1,SEA,AL,149,573,80,167,35,5,21,105,0,0,53,97,4,3,0,7,14 +igawake01,2007,1,NYA,AL,14,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0 +iguchta01,2007,1,CHA,AL,90,327,45,82,17,4,6,31,8,1,44,65,1,2,1,3,5 +iguchta01,2007,2,PHI,NL,45,138,22,42,10,0,3,12,6,1,13,23,0,1,1,3,1 +infanom01,2007,1,DET,AL,66,166,24,45,6,1,2,17,4,1,9,29,0,0,2,1,4 +ingebr01,2007,1,DET,AL,151,508,64,120,25,2,14,71,9,2,47,150,5,11,7,4,8 +inglejo01,2007,1,TOR,AL,2,5,0,3,0,1,0,2,1,0,0,0,0,0,0,0,0 +isrinja01,2007,1,SLN,NL,63,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +iwamuak01,2007,1,TBA,AL,123,491,82,140,21,10,7,34,12,8,58,114,0,1,4,5,2 +izturce01,2007,1,CHN,NL,65,191,15,47,11,0,0,8,3,0,13,16,2,1,2,0,6 +izturce01,2007,2,PIT,NL,45,123,16,34,3,2,0,8,0,3,6,3,0,0,1,0,1 +izturma01,2007,1,LAA,AL,102,336,47,97,17,2,6,51,7,1,33,39,2,0,1,4,4 +jacksco01,2007,1,ARI,NL,130,415,56,118,29,1,15,60,2,2,53,50,2,4,2,3,8 +jacksed01,2007,1,TBA,AL,32,2,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +jacobmi02,2007,1,FLO,NL,114,426,57,113,27,2,17,54,1,2,31,101,3,2,0,1,12 +jamesch03,2007,1,ATL,NL,35,53,3,6,1,0,0,2,0,0,2,16,0,0,8,0,1 +janssca01,2007,1,TOR,AL,70,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jenkige01,2007,1,MIL,NL,132,420,45,107,24,2,21,64,2,2,32,116,10,9,0,3,9 +jenksbo01,2007,1,CHA,AL,66,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jennija01,2007,1,HOU,NL,21,26,1,2,0,0,0,1,0,0,3,8,0,0,1,0,0 +jeterde01,2007,1,NYA,AL,156,639,102,206,39,4,12,73,15,8,56,100,3,14,3,2,21 +jimenda01,2007,1,WAS,NL,73,102,14,25,7,0,2,10,2,1,21,22,0,1,4,0,3 +jimenke01,2007,1,SLN,NL,34,2,0,0,0,0,0,0,0,0,1,2,0,0,0,0,0 +jimenub01,2007,1,COL,NL,15,24,0,2,0,0,0,0,0,0,3,6,0,0,4,0,0 +jimerch01,2007,1,SEA,AL,11,2,5,2,0,0,1,1,2,0,0,0,0,0,0,0,0 +johjike01,2007,1,SEA,AL,135,485,52,139,29,0,14,61,0,2,15,41,0,11,0,2,22 +johnsbe02,2007,1,NYN,NL,9,27,2,5,1,0,0,1,0,0,2,11,0,0,0,1,0 +johnsda06,2007,1,OAK,AL,117,416,53,98,20,1,18,62,0,0,72,77,4,3,0,4,12 +johnsji04,2007,1,BAL,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnsjo09,2007,1,FLO,NL,4,2,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +johnske05,2007,1,ATL,NL,147,521,91,144,26,10,16,68,9,5,79,117,3,4,2,2,8 +johnsra05,2007,1,ARI,NL,10,15,0,1,0,0,0,0,0,0,1,7,0,0,2,0,0 +johnsre02,2007,1,TOR,AL,79,275,31,65,13,2,2,14,4,2,16,56,0,11,5,0,7 +johnsro07,2007,1,SEA,AL,6,3,1,1,0,0,0,0,1,0,0,0,0,0,0,0,0 +johnsty01,2007,1,SLN,NL,55,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +jonesad01,2007,1,SEA,AL,41,65,16,16,2,1,2,4,2,1,4,21,0,1,1,0,0 +jonesan01,2007,1,ATL,NL,154,572,83,127,27,2,26,94,5,2,70,138,4,8,0,9,16 +jonesbr02,2007,1,ATL,NL,5,19,0,3,1,0,0,4,0,0,0,8,0,1,0,1,0 +jonesch06,2007,1,ATL,NL,134,513,108,173,42,4,29,102,5,1,82,75,10,0,0,5,21 +jonesga02,2007,1,MIN,AL,31,77,7,16,2,1,2,5,1,1,6,20,0,0,0,1,2 +jonesgr01,2007,1,LAA,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jonesja04,2007,1,CHN,NL,135,453,52,129,33,2,5,66,6,3,34,70,5,2,3,3,15 +jonesto02,2007,1,DET,AL,63,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jorgery01,2007,1,CIN,NL,4,15,3,3,0,0,2,6,0,0,0,5,0,0,0,0,0 +juliojo01,2007,1,FLO,NL,10,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +juliojo01,2007,2,COL,NL,58,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +jurrjja01,2007,1,DET,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +karstje01,2007,1,NYA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +katama01,2007,1,TEX,AL,31,70,12,13,2,0,2,6,1,0,5,18,0,1,1,0,0 +katama01,2007,2,PIT,NL,47,88,9,22,7,1,1,10,0,0,0,15,0,1,1,0,3 +kazmisc01,2007,1,TBA,AL,34,2,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0 +kearnau01,2007,1,WAS,NL,161,587,84,156,35,1,16,74,2,2,71,106,5,12,0,4,13 +keislra01,2007,1,SLN,NL,4,6,1,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +kellydo01,2007,1,PIT,NL,25,27,2,4,0,0,0,0,0,0,3,3,0,2,0,0,1 +kempma01,2007,1,LAN,NL,98,292,47,100,12,5,10,42,10,5,16,66,0,0,0,3,6 +kendaja01,2007,1,OAK,AL,80,292,24,66,10,0,2,22,3,1,12,27,0,3,2,3,7 +kendaja01,2007,2,CHN,NL,57,174,21,47,10,1,1,19,0,3,19,15,2,6,3,0,1 +kendrho01,2007,1,LAA,AL,88,338,55,109,24,2,5,39,5,4,9,61,2,4,1,1,15 +kendrky01,2007,1,PHI,NL,20,39,6,6,0,0,0,2,0,0,3,17,0,2,5,1,0 +kennead01,2007,1,SLN,NL,87,279,27,61,9,1,3,18,6,2,22,33,6,3,1,1,9 +kenneia01,2007,1,NYA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kennejo04,2007,1,OAK,AL,27,3,1,1,1,0,0,2,0,0,0,0,0,0,0,0,0 +kennejo04,2007,2,ARI,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kennejo04,2007,3,TOR,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kensilo01,2007,1,FLO,NL,9,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kentje01,2007,1,LAN,NL,136,494,78,149,36,1,20,79,1,3,57,61,4,5,0,6,17 +keppebo01,2007,1,COL,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +keppije01,2007,1,CIN,NL,67,241,39,80,16,2,5,32,2,1,24,12,0,4,6,1,11 +kieltbo01,2007,1,OAK,AL,13,35,4,7,1,0,0,3,0,0,3,9,0,1,0,1,1 +kieltbo01,2007,2,BOS,AL,20,52,6,12,2,0,1,9,0,0,5,17,0,1,0,3,3 +kimby01,2007,1,COL,NL,3,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +kimby01,2007,2,FLO,NL,14,17,0,1,1,0,0,1,0,0,1,6,0,0,7,0,0 +kimby01,2007,3,ARI,NL,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kimby01,2007,4,FLO,NL,9,13,0,1,0,0,0,0,0,0,1,5,0,0,0,0,0 +kingra01,2007,1,WAS,NL,55,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kingra01,2007,2,MIL,NL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kinslia01,2007,1,TEX,AL,130,483,96,127,22,2,20,61,23,2,62,83,2,9,8,4,14 +kleskry01,2007,1,SFN,NL,116,362,51,94,27,3,6,44,5,1,46,68,2,1,1,1,14 +klinest02,2007,1,SFN,NL,68,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +knottjo02,2007,1,BAL,AL,7,14,3,3,0,0,1,4,0,0,4,3,0,0,0,1,1 +kolbda01,2007,1,PIT,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kominsh01,2007,1,OAK,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +konerpa01,2007,1,CHA,AL,151,549,71,142,34,0,31,90,0,1,78,102,9,3,0,6,21 +koplomi01,2007,1,CLE,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +koronjo01,2007,1,TEX,AL,2,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +koshajo01,2007,1,COL,NL,17,12,0,1,1,0,0,2,0,0,2,5,0,0,0,1,0 +kotchca01,2007,1,LAA,AL,137,443,64,131,37,3,11,68,2,4,53,43,1,4,3,5,17 +kotsama01,2007,1,OAK,AL,56,206,20,44,14,0,1,20,1,1,19,20,3,0,0,1,4 +kouzmke01,2007,1,SDN,NL,145,484,57,133,30,2,18,74,1,0,32,94,2,10,2,6,9 +kubelja01,2007,1,MIN,AL,128,418,49,114,31,2,13,65,5,0,41,79,2,1,1,5,9 +kuoho01,2007,1,LAN,NL,8,6,1,1,0,0,1,1,0,0,0,3,0,0,2,0,0 +kuwatma01,2007,1,PIT,NL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lackejo01,2007,1,LAA,AL,33,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +laffeaa01,2007,1,CLE,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +laforpe01,2007,1,SDN,NL,10,25,7,9,1,0,1,3,0,0,5,8,1,0,0,0,0 +laforpe01,2007,2,PHI,NL,14,11,2,1,0,0,0,1,0,0,2,4,0,0,0,0,1 +lairdge01,2007,1,TEX,AL,120,407,48,91,18,3,9,47,6,2,30,103,1,2,5,4,3 +lambmi01,2007,1,HOU,NL,124,311,45,90,14,2,11,40,0,0,36,45,5,3,1,2,5 +laneja01,2007,1,HOU,NL,68,169,18,30,5,0,8,27,1,1,16,30,0,3,1,3,4 +laneja01,2007,2,SDN,NL,3,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +langery01,2007,1,ATL,NL,20,44,3,3,1,0,0,1,0,1,6,16,1,1,0,1,3 +langery01,2007,2,OAK,AL,2,4,0,0,0,0,0,0,0,0,1,2,0,0,0,0,0 +langery01,2007,3,WAS,NL,103,162,24,32,6,2,6,22,3,0,22,63,1,1,1,1,1 +lannajo01,2007,1,WAS,NL,6,13,1,2,1,0,0,1,0,0,0,5,0,0,0,0,1 +laraju01,2007,1,CLE,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +larocad01,2007,1,PIT,NL,152,563,71,153,42,0,21,88,1,1,62,131,5,3,0,4,18 +larocan01,2007,1,LAN,NL,35,93,16,21,5,0,1,10,2,1,20,24,5,1,0,1,1 +larueja01,2007,1,KCA,AL,66,169,14,25,9,0,4,13,1,0,17,66,0,4,3,2,6 +lawrebr02,2007,1,NYN,NL,6,12,1,3,0,0,0,3,0,0,0,4,0,0,0,0,0 +leagubr01,2007,1,TOR,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lecroma01,2007,1,MIN,AL,7,20,1,3,1,0,0,0,0,0,0,4,0,0,0,0,1 +ledeeri01,2007,1,NYN,NL,17,36,6,8,3,0,1,6,1,0,5,10,1,0,1,1,0 +ledezwi01,2007,1,DET,AL,23,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ledezwi01,2007,2,ATL,NL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ledezwi01,2007,3,SDN,NL,9,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leeca01,2007,1,HOU,NL,162,627,93,190,43,1,32,119,10,5,53,63,10,4,0,13,27 +leecl02,2007,1,CLE,AL,20,5,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +leede02,2007,1,CHN,NL,150,567,91,180,43,1,22,82,6,5,71,114,8,9,0,3,15 +leicejo01,2007,1,BAL,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lerewan01,2007,1,ATL,NL,3,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lestejo01,2007,1,BOS,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lewisco01,2007,1,OAK,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lewisfr02,2007,1,SFN,NL,58,157,34,45,6,2,3,19,5,1,19,32,0,3,1,0,4 +lewisje01,2007,1,CLE,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lidgebr01,2007,1,HOU,NL,66,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +liebejo01,2007,1,PHI,NL,14,17,2,1,0,0,0,1,0,0,4,8,0,0,1,0,0 +liebemi01,2007,1,LAN,NL,38,77,6,18,2,0,0,1,0,0,4,11,0,1,0,0,2 +lillyte01,2007,1,CHN,NL,34,73,5,10,1,0,0,5,1,0,1,32,0,0,3,0,1 +linceti01,2007,1,SFN,NL,24,43,2,4,1,0,0,0,0,0,2,21,0,0,6,0,1 +lindad01,2007,1,TOR,AL,89,290,34,69,14,0,11,46,1,2,16,65,0,1,2,2,7 +lindeto01,2007,1,SFN,NL,30,55,6,10,1,0,0,3,0,0,5,23,1,0,0,0,0 +lindeto01,2007,2,FLO,NL,85,129,15,35,7,1,1,8,4,0,14,36,0,1,0,0,4 +lindsma01,2007,1,FLO,NL,71,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +linebsc01,2007,1,SDN,NL,44,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +linebsc01,2007,2,MIL,NL,27,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +litscje01,2007,1,TOR,AL,20,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +littlwe01,2007,1,TEX,AL,35,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +livinbo01,2007,1,CIN,NL,11,25,3,7,0,0,0,2,0,0,2,7,0,0,4,0,1 +lizra01,2007,1,BAL,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +loaizes01,2007,1,OAK,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +loaizes01,2007,2,LAN,NL,5,7,0,1,0,0,0,2,0,0,0,2,0,0,2,0,1 +loducpa01,2007,1,NYN,NL,119,445,46,121,18,1,9,54,2,0,24,33,4,6,3,10,18 +loeka01,2007,1,TEX,AL,28,2,1,1,0,0,0,0,0,0,1,0,0,0,0,0,0 +loewead01,2007,1,BAL,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +loftoke01,2007,1,TEX,AL,84,317,62,96,16,3,7,23,21,4,39,28,1,2,2,3,5 +loftoke01,2007,2,CLE,AL,52,173,24,49,9,3,0,15,2,3,17,23,0,0,4,2,1 +loganbo02,2007,1,CHA,AL,68,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +loganno01,2007,1,WAS,NL,118,325,39,86,18,4,0,21,23,5,19,86,1,0,5,1,9 +lohseky01,2007,1,CIN,NL,22,33,1,5,0,0,0,1,0,0,1,7,0,0,7,1,0 +lohseky01,2007,2,PHI,NL,13,16,0,3,0,0,0,1,0,0,1,5,0,1,5,0,0 +loneyja01,2007,1,LAN,NL,96,344,41,114,18,4,15,67,0,1,28,48,5,1,0,2,6 +loopebr01,2007,1,SLN,NL,31,53,6,10,2,0,0,6,0,0,4,19,0,1,5,0,1 +lopezaq01,2007,1,DET,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lopezfe01,2007,1,WAS,NL,154,603,70,148,25,6,9,50,24,9,53,109,1,4,5,6,11 +lopezja02,2007,1,BOS,AL,61,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lopezjo01,2007,1,SEA,AL,149,524,58,132,17,2,11,62,2,3,20,64,0,5,9,3,16 +lopezpe01,2007,1,CIN,NL,14,45,1,8,2,0,0,0,0,0,1,10,0,1,0,0,0 +lopezro01,2007,1,COL,NL,14,22,0,1,0,0,0,0,0,0,1,13,0,0,1,0,1 +loretma01,2007,1,HOU,NL,133,460,52,132,23,2,4,41,1,2,44,41,0,3,3,1,15 +lowede01,2007,1,LAN,NL,33,59,2,7,0,0,0,1,0,0,5,17,0,0,6,1,1 +lowelmi01,2007,1,BOS,AL,154,589,79,191,37,2,21,120,3,2,53,71,4,3,0,8,19 +lowema01,2007,1,SEA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lowryno01,2007,1,SFN,NL,33,57,3,5,2,0,1,5,0,1,1,15,0,0,4,0,0 +lucydo01,2007,1,CHA,AL,8,15,0,3,0,0,0,0,0,0,0,6,0,0,0,0,0 +ludwiry01,2007,1,SLN,NL,120,303,42,81,22,0,14,52,4,4,26,72,1,7,3,0,1 +lugoju01,2007,1,BOS,AL,147,570,71,135,36,2,8,73,33,6,48,82,0,0,8,4,9 +lugoru01,2007,1,TBA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lugoru01,2007,2,OAK,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lunahe01,2007,1,TOR,AL,22,42,5,7,0,0,1,4,2,0,2,10,0,1,0,1,0 +lyonbr01,2007,1,ARI,NL,73,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mabryjo01,2007,1,COL,NL,28,34,4,4,1,0,1,5,0,0,5,10,0,0,0,0,1 +macdomi01,2007,1,CHA,AL,54,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +maciadr01,2007,1,SDN,NL,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mackoro01,2007,1,CHA,AL,85,237,34,66,11,2,6,36,3,1,23,53,1,6,0,2,5 +mackoro01,2007,2,SDN,NL,28,56,6,11,3,0,0,2,1,0,3,18,0,2,0,0,2 +maddugr01,2007,1,SDN,NL,35,62,2,9,2,0,0,0,1,0,1,19,0,0,9,0,2 +madsory01,2007,1,PHI,NL,38,3,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +maharke01,2007,1,TEX,AL,7,18,2,3,1,0,0,1,0,0,0,7,0,0,0,0,1 +mahayro01,2007,1,TEX,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mahayro01,2007,2,ATL,NL,30,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +maholpa01,2007,1,PIT,NL,29,59,4,11,1,0,0,5,0,0,1,29,0,0,2,0,2 +mainejo01,2007,1,NYN,NL,33,55,4,6,0,0,1,3,0,0,5,28,0,1,14,1,0 +majewga01,2007,1,CIN,NL,32,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +maldoca03,2007,1,PIT,NL,13,24,2,5,1,0,2,4,0,0,5,8,2,0,0,1,2 +marcush01,2007,1,TOR,AL,38,4,0,0,0,0,0,0,0,0,1,2,0,0,0,0,0 +markani01,2007,1,BAL,AL,161,637,97,191,43,3,23,112,18,6,61,112,5,5,1,6,22 +marmoca01,2007,1,CHN,NL,59,6,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +marotmi01,2007,1,DET,AL,14,4,1,1,1,0,0,0,0,0,0,1,0,0,0,0,0 +marotmi01,2007,2,SLN,NL,15,10,1,2,0,0,0,1,1,0,0,1,0,0,1,0,0 +marquja01,2007,1,CHN,NL,40,72,9,10,3,0,1,4,0,0,1,24,0,0,4,0,0 +marshja01,2007,1,OAK,AL,51,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +marshse01,2007,1,CHN,NL,21,29,1,3,1,0,0,0,0,0,1,13,0,0,4,0,0 +martean01,2007,1,CLE,AL,20,57,3,11,4,0,1,8,0,0,2,9,0,1,0,0,0 +marteda01,2007,1,PIT,NL,65,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +martica03,2007,1,FLO,NL,2,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +martipe02,2007,1,NYN,NL,5,9,1,1,1,0,0,0,0,0,0,6,0,0,2,0,0 +martira03,2007,1,LAN,NL,67,129,10,25,4,0,0,27,1,0,11,15,0,0,2,5,0 +martiru01,2007,1,LAN,NL,151,540,87,158,32,3,19,87,21,9,67,89,1,7,0,6,16 +martito02,2007,1,COL,NL,26,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1 +martivi01,2007,1,CLE,AL,147,562,78,169,40,0,25,114,0,0,62,76,12,10,0,11,19 +masseni01,2007,1,CHA,AL,27,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +mastnto01,2007,1,CLE,AL,51,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mateoju01,2007,1,SEA,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mathije01,2007,1,LAA,AL,59,171,24,36,12,0,4,23,0,1,15,49,0,2,3,4,3 +matsuda01,2007,1,BOS,AL,32,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +matsuhi01,2007,1,NYA,AL,143,547,100,156,28,4,25,103,4,2,73,73,2,3,0,10,9 +matsuka01,2007,1,COL,NL,104,410,84,118,24,6,4,37,32,4,34,69,1,0,8,1,1 +matthga02,2007,1,LAA,AL,140,516,79,130,26,3,18,72,18,4,55,102,6,2,0,6,12 +mauerjo01,2007,1,MIN,AL,109,406,62,119,27,3,7,60,7,1,57,51,10,3,2,3,11 +maxweju01,2007,1,WAS,NL,15,26,5,7,0,0,2,5,0,0,1,8,0,0,0,0,0 +maybica01,2007,1,DET,AL,24,49,8,7,3,0,1,2,5,0,3,21,0,1,0,0,0 +mcanupa01,2007,1,SDN,NL,20,40,5,8,1,0,1,5,0,0,3,10,1,0,0,0,0 +mcbetma01,2007,1,CIN,NL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcbrima01,2007,1,ATL,NL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcbrima01,2007,2,DET,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mccanbr01,2007,1,ATL,NL,139,504,51,136,38,0,18,92,0,1,35,74,7,5,2,6,19 +mccarbr01,2007,1,TEX,AL,23,2,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +mcclasc01,2007,1,SFN,NL,8,11,1,2,0,0,0,0,0,0,0,2,0,0,0,0,0 +mccleza01,2007,1,COL,NL,12,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +mccluse01,2007,1,MIL,NL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcdonda02,2007,1,MIN,AL,4,10,0,1,0,0,0,0,0,0,1,3,0,0,0,0,0 +mcdonjo03,2007,1,TOR,AL,123,327,32,82,20,2,1,31,7,2,11,48,0,2,12,1,4 +mcgowdu01,2007,1,TOR,AL,28,7,1,2,0,0,0,0,0,0,0,3,0,0,0,0,1 +mcleama01,2007,1,PIT,NL,4,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mclemma02,2007,1,HOU,NL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mclouna01,2007,1,PIT,NL,137,329,62,85,21,3,13,38,22,1,39,77,2,9,3,2,2 +mechegi01,2007,1,KCA,AL,34,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +meddebr01,2007,1,ARI,NL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +melhuad01,2007,1,OAK,AL,12,26,2,6,1,0,0,2,0,0,4,8,0,0,0,0,0 +melhuad01,2007,2,TEX,AL,23,68,6,14,3,0,1,7,0,0,3,18,0,1,1,0,3 +melilke01,2007,1,OAK,AL,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +meloajo01,2007,1,LAN,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +menchke01,2007,1,MIL,NL,101,288,39,77,20,3,8,37,3,1,16,21,2,1,0,3,3 +mendolu01,2007,1,TEX,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +meredcl01,2007,1,SDN,NL,80,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mesajo01,2007,1,DET,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mesajo01,2007,2,PHI,NL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +messera01,2007,1,FLO,NL,23,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +messera01,2007,2,SFN,NL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +metcatr01,2007,1,TEX,AL,57,161,25,41,12,1,5,21,0,1,13,41,0,0,5,2,6 +meyerda02,2007,1,OAK,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +michaja01,2007,1,CLE,AL,105,267,43,72,11,1,7,39,3,4,20,50,1,3,2,3,3 +mientdo01,2007,1,NYA,AL,72,166,26,46,12,0,5,24,0,0,16,23,0,3,6,1,3 +milesaa01,2007,1,SLN,NL,133,414,55,120,16,1,2,32,2,1,25,40,1,1,4,5,11 +millake01,2007,1,BAL,AL,140,476,63,121,26,1,17,63,1,1,76,94,2,8,0,2,8 +millean01,2007,1,DET,AL,13,5,0,0,0,0,0,0,0,0,0,5,0,0,0,0,0 +milleco01,2007,1,ATL,NL,12,27,3,7,2,0,1,4,0,0,1,5,0,1,0,0,1 +milleda02,2007,1,MIL,NL,58,186,19,44,9,0,4,24,1,0,14,39,0,3,0,3,8 +milleja03,2007,1,MIN,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +milleju01,2007,1,FLO,NL,62,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +millela02,2007,1,NYN,NL,59,184,27,50,9,1,7,29,3,2,13,42,2,7,1,1,5 +millema02,2007,1,CLE,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +milletr02,2007,1,HOU,NL,76,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +millewa04,2007,1,CHN,NL,3,4,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +millwke01,2007,1,TEX,AL,31,4,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +miltoer01,2007,1,CIN,NL,6,7,0,1,0,0,0,2,0,0,0,2,0,0,2,0,0 +minerza01,2007,1,DET,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mirabdo01,2007,1,BOS,AL,48,114,9,23,3,0,5,16,0,0,11,41,0,1,1,0,4 +mischpa01,2007,1,SFN,NL,18,9,0,1,0,0,0,0,0,0,0,3,0,0,1,0,0 +mitrese01,2007,1,FLO,NL,27,38,0,3,1,0,0,0,0,0,2,19,0,0,7,0,1 +moehlbr01,2007,1,HOU,NL,42,5,0,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +moellch01,2007,1,CIN,NL,30,48,6,8,1,0,1,2,0,0,0,17,0,0,1,0,2 +moellch01,2007,2,LAN,NL,7,8,2,1,0,0,0,0,0,0,0,1,0,1,0,0,1 +mohrdu01,2007,1,TBA,AL,7,16,1,2,0,0,1,2,0,1,0,6,0,0,0,0,0 +molinbe01,2007,1,SFN,NL,134,497,38,137,19,1,19,81,0,0,15,53,2,2,1,2,13 +molingu01,2007,1,CHA,AL,10,18,0,1,0,0,0,1,0,0,1,4,0,0,1,1,0 +molingu01,2007,2,BAL,AL,7,9,1,2,1,0,0,0,0,0,0,3,0,0,0,0,0 +molinjo01,2007,1,LAA,AL,40,125,9,28,8,0,0,10,2,1,3,30,0,0,3,0,3 +molinjo01,2007,2,NYA,AL,29,66,9,21,5,0,1,9,0,0,2,13,0,0,2,1,1 +molinya01,2007,1,SLN,NL,111,353,30,97,15,0,6,40,1,1,34,43,5,3,2,4,18 +monrocr01,2007,1,DET,AL,99,343,47,76,19,0,11,55,0,3,20,94,0,2,1,6,10 +monrocr01,2007,2,CHN,NL,23,49,6,10,4,0,1,4,0,1,6,13,0,0,0,0,3 +montemi01,2007,1,ARI,NL,84,214,30,48,7,0,10,37,0,0,20,35,2,3,1,6,7 +mooresc02,2007,1,CHN,NL,2,5,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +mooresc02,2007,2,BAL,AL,17,47,2,12,2,0,1,11,0,1,1,15,0,0,0,2,1 +moralfr01,2007,1,COL,NL,8,13,1,4,0,0,0,1,0,0,1,5,0,0,1,0,0 +moraljo02,2007,1,MIN,AL,1,3,1,3,1,0,0,0,0,0,0,0,0,0,0,0,0 +moralke01,2007,1,LAA,AL,43,119,12,35,10,0,4,15,0,1,6,21,2,1,0,0,5 +morame01,2007,1,BAL,AL,126,467,67,128,23,1,14,58,9,3,47,83,3,3,5,5,22 +morgany01,2007,1,PIT,NL,28,107,15,32,3,4,1,7,7,3,9,19,0,1,1,0,0 +morilju01,2007,1,COL,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +morneju01,2007,1,MIN,AL,157,590,84,160,31,3,31,111,1,1,64,91,11,5,0,9,17 +morrima01,2007,1,SFN,NL,21,38,3,7,1,0,0,1,0,0,1,10,0,0,6,0,0 +morrima01,2007,2,PIT,NL,11,19,3,6,1,0,1,2,0,0,0,7,0,0,5,0,0 +morrobr01,2007,1,SEA,AL,60,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +morsemi01,2007,1,SEA,AL,9,18,1,8,2,0,0,3,0,0,1,4,0,1,0,0,0 +mortoco01,2007,1,SDN,NL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +moseldu01,2007,1,LAA,AL,46,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mossbr01,2007,1,BOS,AL,15,25,6,7,2,1,0,1,0,0,4,6,0,0,0,0,1 +motagu01,2007,1,NYN,NL,52,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +moyerja01,2007,1,PHI,NL,34,73,4,9,2,0,0,2,0,0,2,26,0,0,8,0,1 +moylape01,2007,1,ATL,NL,81,4,0,0,0,0,0,0,0,0,1,3,0,0,0,0,1 +mujiced01,2007,1,CLE,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +muldema01,2007,1,SLN,NL,3,2,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +munizca01,2007,1,NYN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +munozar01,2007,1,WAS,NL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +munsoer01,2007,1,HOU,NL,50,132,14,31,4,0,4,15,0,0,16,15,1,0,0,2,8 +muntesc01,2007,1,SFN,NL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +murphbi02,2007,1,ARI,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +murphda07,2007,1,BOS,AL,3,2,1,1,0,1,0,0,0,0,0,1,0,0,0,0,0 +murphda07,2007,2,TEX,AL,43,103,16,35,12,1,2,14,0,0,7,19,0,0,0,0,1 +murphdo01,2007,1,OAK,AL,42,118,21,26,8,0,6,21,1,0,10,35,0,2,1,1,3 +murphto03,2007,1,LAA,AL,20,38,2,7,1,0,0,2,0,0,0,9,0,1,0,0,1 +murraaj01,2007,1,TEX,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +murtoma01,2007,1,CHN,NL,94,235,35,66,13,0,8,22,1,0,26,39,0,0,0,0,4 +mussene01,2007,1,KCA,AL,17,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mussimi01,2007,1,NYA,AL,28,2,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +myersbr01,2007,1,PHI,NL,51,6,1,0,0,0,0,0,0,0,2,4,0,0,1,0,0 +myersmi01,2007,1,NYA,AL,55,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +myersmi01,2007,2,CHA,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +myrowbr01,2007,1,SDN,NL,12,10,0,1,1,0,0,1,0,0,1,4,0,1,0,0,1 +nadyxa01,2007,1,PIT,NL,125,431,55,120,23,1,20,72,3,1,23,101,2,12,0,4,16 +napolmi01,2007,1,LAA,AL,75,219,40,54,11,1,10,34,5,2,33,63,2,5,1,5,5 +nathajo01,2007,1,MIN,AL,68,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +navardi01,2007,1,TBA,AL,119,388,46,88,19,2,9,44,3,1,33,67,3,1,7,5,11 +neshepa01,2007,1,MIN,AL,74,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +newhada01,2007,1,NYN,NL,56,74,9,15,1,1,1,6,2,0,8,19,0,1,0,0,1 +newmajo01,2007,1,COL,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +niekrla01,2007,1,SFN,NL,11,17,0,3,0,0,0,0,0,0,1,5,0,0,0,0,1 +nievewi01,2007,1,NYA,AL,26,61,6,10,4,0,0,8,0,0,2,9,0,0,3,0,3 +nippedu01,2007,1,ARI,NL,36,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +nixla01,2007,1,MIL,NL,10,12,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +nixontr01,2007,1,CLE,AL,99,307,30,77,17,0,3,31,0,0,44,59,7,0,0,3,9 +nolasri01,2007,1,FLO,NL,5,6,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +nortogr01,2007,1,TBA,AL,75,202,25,49,9,0,4,23,1,1,37,55,3,0,0,1,1 +nunezab01,2007,1,PHI,NL,136,252,24,59,10,1,0,16,2,0,30,48,5,1,4,0,10 +nunezle01,2007,1,KCA,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +obermwe01,2007,1,FLO,NL,19,16,1,1,1,0,0,0,0,0,0,4,0,0,3,0,0 +oflaher01,2007,1,SEA,AL,56,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +ohkato01,2007,1,TOR,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ohlenro01,2007,1,NYA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ohmanwi01,2007,1,CHN,NL,56,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ojedaau01,2007,1,ARI,NL,57,113,16,31,2,2,1,12,1,0,15,13,3,0,2,2,1 +okajihi01,2007,1,BOS,AL,66,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +oliveda02,2007,1,LAA,AL,61,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +olivomi01,2007,1,FLO,NL,122,452,43,107,20,4,16,60,3,2,14,123,2,2,0,1,13 +olmedra01,2007,1,TOR,AL,27,51,6,11,4,0,0,1,0,0,2,9,0,0,1,0,1 +olsensc01,2007,1,FLO,NL,33,51,3,9,3,0,0,3,0,0,1,23,0,0,9,0,0 +olsonga01,2007,1,BAL,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ordonma01,2007,1,DET,AL,157,595,117,216,54,0,28,139,4,1,76,79,8,2,0,5,20 +orrpe01,2007,1,ATL,NL,57,65,11,13,1,0,0,2,1,0,3,14,0,0,1,0,1 +ortizda01,2007,1,BOS,AL,149,549,116,182,52,1,35,117,3,1,111,103,12,4,0,3,16 +ortizra01,2007,1,MIN,AL,28,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +ortizra01,2007,2,COL,NL,10,1,1,1,0,0,0,1,0,0,1,0,0,0,0,0,0 +ortizru01,2007,1,SFN,NL,12,17,0,3,1,0,0,3,0,0,0,4,0,0,2,0,0 +ortmeda01,2007,1,SFN,NL,62,157,20,45,7,4,6,16,2,1,7,41,1,1,0,2,2 +orvelch01,2007,1,TBA,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +osorifr01,2007,1,PIT,NL,25,4,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +oswalro01,2007,1,HOU,NL,33,64,2,8,1,0,0,3,0,0,3,21,0,1,11,0,1 +otsukak01,2007,1,TEX,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +overbly01,2007,1,TOR,AL,122,425,49,102,30,2,10,44,2,0,47,78,4,1,0,3,12 +owenshe01,2007,1,FLO,NL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +owensje01,2007,1,CHA,AL,93,356,44,95,9,2,1,17,32,8,27,63,0,3,3,0,5 +owingmi01,2007,1,ARI,NL,35,60,9,20,7,1,4,15,0,0,2,16,0,0,1,1,0 +ozunapa01,2007,1,CHA,AL,27,78,9,19,3,0,0,3,3,0,3,9,0,1,3,0,1 +padilvi01,2007,1,TEX,AL,23,2,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +paganan01,2007,1,CHN,NL,71,148,21,39,10,2,4,21,4,1,10,32,0,0,1,2,0 +palmeor01,2007,1,HOU,NL,101,103,12,24,3,0,0,6,0,1,16,8,1,1,2,0,2 +papeljo01,2007,1,BOS,AL,59,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +parkch01,2007,1,NYN,NL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +paronch01,2007,1,ATL,NL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +parrama01,2007,1,MIL,NL,9,9,1,2,2,0,0,2,0,0,0,3,0,0,1,0,0 +parrijo01,2007,1,BAL,AL,45,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +parrijo01,2007,2,SEA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +patteco01,2007,1,BAL,AL,132,461,65,124,26,2,8,45,37,9,21,65,1,4,13,4,3 +patteer01,2007,1,CHN,NL,7,8,0,2,1,0,0,0,0,0,0,3,0,0,1,0,0 +pattejo02,2007,1,WAS,NL,7,10,0,0,0,0,0,0,0,0,0,7,0,0,0,0,0 +pattotr01,2007,1,HOU,NL,3,3,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +paulife01,2007,1,HOU,NL,5,6,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +pauliro01,2007,1,PIT,NL,133,457,56,120,25,0,11,55,2,2,33,79,0,2,0,2,14 +pauljo01,2007,1,TBA,AL,35,105,8,20,3,0,1,9,1,0,6,30,0,0,4,0,1 +pavanca01,2007,1,NYA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +paytoja01,2007,1,BAL,AL,131,434,48,111,21,5,7,58,5,2,22,42,0,3,5,6,9 +pearcst01,2007,1,PIT,NL,23,68,13,20,5,1,0,6,2,1,5,12,0,0,0,0,2 +peavyja01,2007,1,SDN,NL,37,73,8,17,4,1,0,7,0,0,2,14,0,0,8,1,1 +pedrodu01,2007,1,BOS,AL,139,520,86,165,39,1,8,50,7,1,47,42,1,7,5,2,8 +pegueja01,2007,1,ARI,NL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pelfrmi01,2007,1,NYN,NL,15,21,1,2,1,0,0,0,0,0,1,9,0,0,0,0,0 +penabr01,2007,1,ATL,NL,16,33,2,7,0,0,1,3,0,1,0,3,0,0,0,0,2 +penaca01,2007,1,TBA,AL,148,490,99,138,29,1,46,121,1,0,103,142,10,10,1,8,7 +penato02,2007,1,KCA,AL,152,509,58,136,25,7,2,47,5,6,10,78,0,4,8,5,13 +penato03,2007,1,ARI,NL,75,4,1,1,0,0,0,1,0,0,0,2,0,0,0,0,0 +penawi01,2007,1,BOS,AL,73,156,18,34,9,1,5,17,0,1,14,58,0,2,0,0,5 +penawi01,2007,2,WAS,NL,37,133,24,39,4,0,8,22,2,0,8,36,2,4,0,0,2 +pencehu01,2007,1,HOU,NL,108,456,57,147,30,9,17,69,11,5,26,95,0,1,0,1,10 +pennybr01,2007,1,LAN,NL,33,65,7,16,6,0,0,7,0,0,1,23,0,2,7,0,0 +peraljh01,2007,1,CLE,AL,152,574,87,155,27,1,21,72,4,4,61,146,2,4,1,7,12 +peraljo01,2007,1,KCA,AL,62,1,1,1,1,0,0,2,0,0,0,0,0,0,0,0,0 +percitr01,2007,1,SLN,NL,34,4,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +perezju01,2007,1,PIT,NL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +perezne01,2007,1,DET,AL,33,64,5,11,3,0,1,6,0,0,4,8,0,0,3,0,2 +perezod01,2007,1,KCA,AL,26,5,1,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +perezol01,2007,1,NYN,NL,29,56,6,9,0,0,0,1,0,1,0,15,0,0,6,0,0 +perezra01,2007,1,CLE,AL,44,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +perezti01,2007,1,DET,AL,29,90,12,35,9,2,0,13,1,1,6,6,0,0,0,0,5 +perkigl01,2007,1,MIN,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +petityu01,2007,1,ARI,NL,14,16,2,1,0,0,0,0,0,0,0,8,0,0,2,0,1 +petribi01,2007,1,CHN,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pettian01,2007,1,NYA,AL,36,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +phelpjo01,2007,1,NYA,AL,36,80,8,21,2,0,2,12,0,0,6,19,0,2,0,0,5 +phelpjo01,2007,2,PIT,NL,58,77,13,27,4,2,5,19,0,0,14,23,0,3,0,1,1 +phillan01,2007,1,NYA,AL,61,185,27,54,7,1,2,25,0,3,12,26,0,2,6,2,5 +phillbr01,2007,1,CIN,NL,158,650,107,187,26,6,30,94,32,8,33,109,4,12,2,5,26 +phillhe01,2007,1,CHA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +phillja04,2007,1,TOR,AL,55,144,11,30,7,0,1,12,0,1,10,21,0,2,2,0,5 +phillpa01,2007,1,KCA,AL,8,14,2,2,1,0,0,2,0,0,1,1,0,0,0,0,1 +piazzmi01,2007,1,OAK,AL,83,309,33,85,17,1,8,44,0,0,18,61,0,0,0,2,9 +piefe01,2007,1,CHN,NL,87,177,26,38,9,3,2,20,8,1,14,43,0,0,2,1,0 +pierrju01,2007,1,LAN,NL,162,668,96,196,24,8,0,41,64,15,33,37,0,6,20,2,10 +pierzaj01,2007,1,CHA,AL,136,472,54,124,24,0,14,50,1,1,25,66,5,8,1,3,21 +pignaca01,2007,1,CHN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pineijo01,2007,1,BOS,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pineijo01,2007,2,SLN,NL,14,18,2,1,0,0,0,0,0,0,2,13,0,0,4,0,0 +pintore01,2007,1,FLO,NL,57,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +podsesc01,2007,1,CHA,AL,62,214,30,52,13,4,2,11,12,5,13,36,0,4,4,0,9 +polanpl01,2007,1,DET,AL,142,587,105,200,36,3,9,67,7,3,37,30,3,11,2,4,9 +ponsosi01,2007,1,MIN,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +posadjo01,2007,1,NYA,AL,144,506,91,171,42,1,20,90,2,0,74,98,7,6,0,3,18 +pradoma01,2007,1,ATL,NL,28,59,5,17,3,0,0,2,0,0,3,6,0,0,0,0,0 +prinzbr01,2007,1,CHA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +proctsc01,2007,1,NYA,AL,52,3,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +proctsc01,2007,2,LAN,NL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pujolal01,2007,1,SLN,NL,158,565,99,185,38,1,32,103,2,6,99,58,22,7,0,8,27 +puntoni01,2007,1,MIN,AL,150,472,53,99,18,4,1,25,16,6,55,90,1,0,6,3,7 +putnada01,2007,1,OAK,AL,11,28,3,6,0,0,1,2,0,0,3,11,0,0,0,0,0 +putzjj01,2007,1,SEA,AL,68,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +quallch01,2007,1,HOU,NL,79,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +quentca01,2007,1,ARI,NL,81,229,29,49,16,0,5,31,2,2,18,54,1,11,1,4,5 +quinlro01,2007,1,LAA,AL,79,178,21,44,9,0,3,21,3,2,14,27,1,1,0,1,6 +quinthu01,2007,1,HOU,NL,29,53,2,12,2,0,0,1,0,0,2,13,1,2,0,0,2 +quintom01,2007,1,COL,NL,27,70,6,16,4,0,0,5,0,0,5,15,0,0,0,0,3 +quirogu01,2007,1,TEX,AL,9,10,1,4,1,0,0,2,0,0,1,2,0,0,0,0,0 +rabejo01,2007,1,MIN,AL,14,31,2,6,0,0,0,2,0,0,0,7,0,0,0,0,0 +rabelmi01,2007,1,DET,AL,51,168,14,43,10,2,1,18,0,0,6,41,0,5,5,1,4 +raburry01,2007,1,DET,AL,49,138,28,42,12,2,4,27,3,0,8,33,1,0,1,1,7 +rakeraa01,2007,1,SDN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ramirar01,2007,1,CHN,NL,132,506,72,157,35,4,26,101,0,0,43,66,8,4,0,5,13 +ramired01,2007,1,NYA,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ramirel01,2007,1,CIN,NL,4,5,2,1,0,0,0,0,1,0,0,0,0,0,0,0,0 +ramirer01,2007,1,OAK,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ramirer01,2007,2,FLO,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ramirha01,2007,1,FLO,NL,154,639,125,212,48,6,29,81,51,14,52,95,3,7,4,4,10 +ramirho01,2007,1,SEA,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ramirma02,2007,1,BOS,AL,133,483,84,143,33,1,20,88,0,0,71,92,13,7,0,8,21 +ramirra02,2007,1,COL,NL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +randost01,2007,1,HOU,NL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ransoco01,2007,1,HOU,NL,19,35,9,8,2,0,1,3,0,0,9,9,1,2,0,0,1 +rapadcl01,2007,1,CHN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rapadcl01,2007,2,DET,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rasneda01,2007,1,NYA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rauchjo01,2007,1,WAS,NL,88,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +raych01,2007,1,BAL,AL,43,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +redditi01,2007,1,WAS,NL,15,28,1,2,1,0,0,2,0,0,0,11,0,0,1,0,1 +redmama01,2007,1,ATL,NL,6,5,1,0,0,0,0,0,0,0,1,3,0,0,0,0,0 +redmama01,2007,2,COL,NL,5,8,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +redmati01,2007,1,BAL,AL,40,132,23,42,9,2,2,16,7,1,5,18,0,0,1,1,2 +redmomi01,2007,1,MIN,AL,82,272,23,80,13,0,1,38,0,0,18,23,3,5,0,3,9 +reeder01,2007,1,FLO,NL,18,20,3,2,0,0,0,0,1,0,1,6,0,0,0,0,0 +reedje03,2007,1,SEA,AL,13,17,2,3,0,1,0,0,0,0,0,3,0,0,0,0,0 +reitsch01,2007,1,SEA,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +relafde01,2007,1,TEX,AL,14,26,2,3,0,0,0,0,0,1,2,6,0,0,0,0,2 +renteed01,2007,1,ATL,NL,124,494,87,164,30,1,12,57,11,2,46,77,0,1,2,0,14 +resopch01,2007,1,LAA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +restomi01,2007,1,WAS,NL,15,28,0,4,1,0,0,1,0,0,1,8,0,0,0,0,0 +reyesal01,2007,1,TBA,AL,61,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reyesan01,2007,1,SLN,NL,27,26,1,2,0,0,0,1,0,0,0,10,0,0,6,0,1 +reyesde01,2007,1,MIN,AL,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reyesjo01,2007,1,NYN,NL,160,681,119,191,36,12,12,57,78,21,77,78,13,1,5,1,6 +reyesjo03,2007,1,ATL,NL,14,19,1,3,0,0,0,0,0,0,0,7,0,0,4,0,0 +reynoma01,2007,1,ARI,NL,111,366,62,102,20,4,17,62,0,1,37,129,4,5,1,5,5 +rheinjo01,2007,1,TEX,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +richada02,2007,1,CHA,AL,56,187,30,43,9,3,6,15,1,3,16,33,0,0,2,1,5 +ridgwje01,2007,1,TBA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +riggash01,2007,1,TBA,AL,3,10,1,1,0,0,0,2,0,0,0,1,0,0,0,0,1 +rincoju01,2007,1,MIN,AL,63,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ringro01,2007,1,SDN,NL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ringro01,2007,2,ATL,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +riosal01,2007,1,TOR,AL,161,643,114,191,43,7,24,85,17,4,55,103,3,6,0,7,9 +riskeda01,2007,1,KCA,AL,65,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rivaslu01,2007,1,CLE,AL,4,11,3,3,0,1,1,4,0,0,0,0,0,0,0,0,0 +riverju01,2007,1,LAA,AL,14,43,3,12,1,0,2,8,0,0,1,4,0,0,0,0,5 +riverma01,2007,1,NYA,AL,67,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rivermi02,2007,1,MIL,NL,11,13,2,3,0,0,2,3,0,0,1,3,0,0,1,0,0 +riversa01,2007,1,WAS,NL,85,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +roberbr01,2007,1,BAL,AL,156,621,103,180,42,5,12,57,50,7,89,99,6,0,2,4,8 +roberch02,2007,1,PHI,NL,28,28,6,8,0,0,0,1,2,0,1,4,0,0,0,0,0 +roberco01,2007,1,OAK,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +roberda07,2007,1,SFN,NL,114,396,61,103,17,9,2,23,31,5,42,66,1,0,4,0,4 +roberna01,2007,1,DET,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +roberry01,2007,1,TOR,AL,8,13,2,1,0,0,0,0,0,0,2,7,0,1,0,0,0 +robleos01,2007,1,SDN,NL,24,26,0,6,0,0,0,2,0,0,2,4,1,0,5,0,0 +rodnefe01,2007,1,DET,AL,48,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodrial01,2007,1,NYA,AL,158,583,143,183,31,0,54,156,24,4,95,120,11,21,0,9,15 +rodrifr03,2007,1,LAA,AL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodrigu01,2007,1,SFN,NL,39,87,10,22,6,0,1,14,0,1,10,17,0,0,0,1,3 +rodriiv01,2007,1,DET,AL,129,502,50,141,31,3,11,63,2,2,9,96,1,1,1,2,16 +rodrilu01,2007,1,MIN,AL,68,155,18,34,5,1,2,12,1,0,12,14,0,2,2,2,8 +rodriwa01,2007,1,HOU,NL,32,49,2,6,1,0,0,2,0,0,2,15,0,0,12,0,2 +rogerbr01,2007,1,PIT,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rogerke01,2007,1,DET,AL,11,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +rolensc01,2007,1,SLN,NL,112,392,55,104,24,2,8,58,5,3,37,56,2,5,0,7,13 +rolliji01,2007,1,PHI,NL,162,716,139,212,38,20,30,94,41,6,49,85,5,7,0,6,11 +romerjc01,2007,1,BOS,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +romerjc01,2007,2,PHI,NL,51,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rosarfr01,2007,1,PHI,NL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +rossco01,2007,1,FLO,NL,66,173,35,58,19,0,12,39,2,0,20,38,3,3,0,1,2 +rossda01,2007,1,CIN,NL,112,311,32,63,10,0,17,39,0,0,30,92,4,0,5,2,9 +rottivi01,2007,1,MIL,NL,8,9,0,2,1,0,0,3,0,0,0,1,0,0,0,0,0 +rousemi01,2007,1,CLE,AL,41,67,7,8,1,0,0,4,1,1,7,20,1,0,1,1,0 +rowanaa01,2007,1,PHI,NL,161,612,105,189,45,0,27,89,6,3,47,119,3,19,2,4,18 +rowlary01,2007,1,SEA,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ruggiju01,2007,1,TBA,AL,7,14,2,3,0,0,0,3,0,0,1,5,0,0,0,0,0 +ruizca01,2007,1,PHI,NL,115,374,42,97,29,2,6,54,6,1,42,49,10,5,5,3,17 +ryanbj01,2007,1,TOR,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ryanbr01,2007,1,SLN,NL,67,180,30,52,9,0,4,12,7,0,15,19,0,1,3,0,3 +ryuja01,2007,1,TBA,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +saarlki01,2007,1,CIN,NL,34,5,1,1,1,0,0,2,0,0,0,1,0,0,1,0,0 +sabatcc01,2007,1,CLE,AL,34,3,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0 +sadledo01,2007,1,ARI,NL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +saenzol01,2007,1,LAN,NL,92,110,9,21,5,0,4,18,0,0,16,25,0,2,0,4,5 +saitota01,2007,1,LAN,NL,63,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +salasju01,2007,1,TBA,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +salazje01,2007,1,ARI,NL,38,94,13,26,6,1,1,10,2,0,9,19,0,0,0,0,1 +salmobr01,2007,1,CIN,NL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +saltaja01,2007,1,ATL,NL,47,141,11,40,6,0,4,12,0,0,10,28,1,1,0,1,4 +saltaja01,2007,2,TEX,AL,46,167,28,42,7,1,7,21,0,0,9,47,0,0,0,0,4 +sammocl01,2007,1,ATL,NL,2,3,0,2,1,0,0,0,0,0,0,0,0,0,0,0,1 +sampsch01,2007,1,HOU,NL,25,26,5,4,0,0,0,0,0,0,0,10,0,0,8,0,0 +sanchan01,2007,1,FLO,NL,6,11,1,1,0,0,0,0,0,0,2,7,0,0,1,0,0 +sanchbr01,2007,1,PHI,NL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sanchfr01,2007,1,PIT,NL,147,602,77,183,42,4,11,81,0,1,32,76,2,8,2,9,13 +sanchjo01,2007,1,SFN,NL,33,6,0,1,1,0,0,1,0,0,0,3,0,0,1,0,0 +sanchro01,2007,1,PIT,NL,16,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +sandere02,2007,1,KCA,AL,24,73,12,23,7,0,2,11,0,1,11,15,0,1,0,0,2 +santaer01,2007,1,LAA,AL,28,5,1,1,1,0,0,2,0,0,0,3,0,0,0,0,0 +santajo01,2007,1,MIN,AL,33,7,2,2,1,1,0,1,0,0,1,0,0,0,0,0,0 +santira01,2007,1,DET,AL,32,67,10,19,5,1,0,7,3,0,1,10,0,3,3,0,0 +santovi01,2007,1,CIN,NL,32,3,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +santovi01,2007,2,BAL,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sardibr01,2007,1,NYA,AL,10,9,6,3,0,0,0,2,0,0,2,1,0,0,0,1,2 +sarfade01,2007,1,HOU,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +saundjo01,2007,1,LAA,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schiena01,2007,1,SFN,NL,39,112,9,34,5,3,0,10,3,1,2,19,0,1,0,2,0 +schilcu01,2007,1,BOS,AL,24,2,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +schmija01,2007,1,LAN,NL,6,7,1,1,0,0,1,1,0,0,0,4,0,0,1,0,0 +schnebr01,2007,1,WAS,NL,129,408,33,96,21,1,6,54,0,0,56,56,7,2,4,7,15 +schoesc01,2007,1,NYN,NL,70,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schroch01,2007,1,WAS,NL,37,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +schulmi02,2007,1,ARI,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schumsk01,2007,1,SLN,NL,88,177,19,59,12,2,2,19,1,1,8,20,0,0,1,2,5 +scottlu01,2007,1,HOU,NL,132,369,49,94,28,5,18,64,3,1,53,95,4,2,0,1,8 +scutama01,2007,1,OAK,AL,104,338,49,88,13,0,7,41,2,1,35,40,1,2,2,2,13 +seaneru01,2007,1,LAN,NL,73,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +seaybo01,2007,1,DET,AL,58,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +seddoch01,2007,1,FLO,NL,7,3,0,0,0,0,0,0,0,0,0,2,0,0,2,0,0 +segovza01,2007,1,PHI,NL,1,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +seleaa01,2007,1,NYN,NL,34,4,0,0,0,0,0,0,0,0,1,1,0,0,1,0,0 +seoja01,2007,1,TBA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +serafda01,2007,1,COL,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sexsori01,2007,1,SEA,AL,121,434,58,89,21,0,21,63,1,0,51,100,1,5,0,1,12 +sharpjo01,2007,1,PIT,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shealry01,2007,1,KCA,AL,52,172,18,38,6,0,3,21,0,0,13,53,0,3,0,1,4 +shearto01,2007,1,CIN,NL,7,11,0,0,0,0,0,0,0,0,1,4,0,0,1,0,1 +sheetbe01,2007,1,MIL,NL,24,45,1,3,0,0,0,0,0,0,0,25,0,0,6,0,0 +sheffga01,2007,1,DET,AL,133,494,107,131,20,1,25,75,22,5,84,71,2,9,0,6,10 +sherrge01,2007,1,SEA,AL,73,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shielja02,2007,1,TBA,AL,31,6,1,1,0,0,0,0,0,0,0,0,0,0,1,0,0 +shielsc01,2007,1,LAA,AL,71,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shoppke01,2007,1,CLE,AL,59,161,26,42,13,0,7,30,0,0,11,56,0,1,3,1,2 +shousbr01,2007,1,MIL,NL,73,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shueypa01,2007,1,BAL,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +silvaca01,2007,1,MIN,AL,33,4,0,0,0,0,0,0,0,0,0,1,0,0,2,0,1 +simonja01,2007,1,WAS,NL,13,19,1,1,0,0,0,0,0,0,0,5,0,0,1,0,0 +siscoan01,2007,1,CHA,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sizemgr01,2007,1,CLE,AL,162,628,118,174,34,5,24,78,33,10,101,155,9,17,0,2,3 +slatedo01,2007,1,ARI,NL,61,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sledgte01,2007,1,SDN,NL,100,200,22,42,9,0,7,23,1,2,27,60,2,3,1,2,7 +sloweke01,2007,1,MIN,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithja05,2007,1,TOR,AL,27,52,7,11,1,1,0,4,0,0,3,22,0,1,0,0,0 +smithja05,2007,2,ARI,NL,2,4,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +smithja05,2007,3,KCA,AL,40,85,9,16,2,1,6,14,0,0,3,29,0,0,0,1,2 +smithjo05,2007,1,NYN,NL,54,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +smithma04,2007,1,PHI,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithse01,2007,1,COL,NL,7,8,4,5,0,1,0,0,0,0,0,1,0,0,0,0,0 +smoltjo01,2007,1,ATL,NL,32,54,1,5,1,0,0,2,0,0,1,19,0,0,13,0,0 +snellch02,2007,1,WAS,NL,24,49,6,10,1,1,1,7,0,1,9,11,1,3,0,0,1 +snellch02,2007,2,OAK,AL,6,20,4,7,0,0,0,0,0,0,5,4,0,0,0,0,0 +snellia01,2007,1,PIT,NL,35,57,6,5,0,0,0,2,0,0,3,23,0,0,12,0,0 +snydech02,2007,1,ARI,NL,110,326,37,82,20,0,13,47,0,1,40,67,3,7,3,4,9 +snydeky01,2007,1,BOS,AL,46,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sonnaan01,2007,1,TBA,AL,22,5,1,2,0,0,0,1,0,0,0,2,0,0,0,0,0 +soriaal01,2007,1,CHN,NL,135,579,97,173,42,5,33,70,19,6,31,130,4,4,0,3,9 +soriajo01,2007,1,KCA,AL,62,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +soriara01,2007,1,ATL,NL,71,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sosajo02,2007,1,NYN,NL,42,25,0,5,2,0,0,1,0,0,3,9,0,0,2,0,0 +sosasa01,2007,1,TEX,AL,114,412,53,104,24,1,21,92,0,0,34,112,3,3,0,5,11 +sotoge01,2007,1,CHN,NL,18,54,12,21,6,0,3,8,0,0,5,14,0,0,0,1,1 +sowerje01,2007,1,CLE,AL,13,1,1,1,0,0,0,0,0,0,1,0,0,0,0,0,0 +speieju01,2007,1,LAA,AL,51,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +speiery01,2007,1,COL,NL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +speigle01,2007,1,WAS,NL,19,4,0,0,0,0,0,0,0,0,1,2,0,0,3,0,0 +spiezsc01,2007,1,SLN,NL,82,223,31,60,14,0,4,31,0,1,27,40,2,4,0,3,5 +spilbry01,2007,1,COL,NL,97,264,40,79,14,1,11,51,4,1,28,45,1,2,0,6,5 +sprinru01,2007,1,SLN,NL,76,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +spurlch01,2007,1,MIL,NL,49,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stairma01,2007,1,TOR,AL,125,357,58,103,28,1,21,64,2,1,44,66,5,2,0,2,7 +standja01,2007,1,KCA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stanfja01,2007,1,CLE,AL,8,2,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +stanscr01,2007,1,SDN,NL,11,7,1,2,0,0,0,1,0,0,0,3,0,1,2,0,0 +stantmi02,2007,1,CIN,NL,69,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +staufti01,2007,1,SDN,NL,2,4,1,1,0,0,0,2,0,0,0,2,0,0,1,0,0 +sternad01,2007,1,BAL,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stettmi01,2007,1,MIL,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stewach01,2007,1,TEX,AL,17,37,4,9,2,0,0,3,0,0,3,6,0,0,3,0,2 +stewaia01,2007,1,COL,NL,35,43,3,9,4,0,1,9,0,0,1,17,0,2,0,0,0 +stewash01,2007,1,OAK,AL,146,576,79,167,22,1,12,48,11,3,47,60,0,3,1,3,15 +stinnke01,2007,1,SLN,NL,26,82,7,13,3,0,1,5,0,0,5,22,2,0,0,0,2 +stockme01,2007,1,MIL,NL,9,3,0,0,0,0,0,0,4,0,0,0,0,0,0,0,0 +stokebr01,2007,1,TBA,AL,59,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stoneri01,2007,1,CIN,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +streehu01,2007,1,OAK,AL,48,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stulter01,2007,1,LAN,NL,13,12,1,4,2,0,0,0,0,0,0,5,0,0,0,0,0 +sullico01,2007,1,COL,NL,72,140,19,40,6,1,2,14,2,0,9,25,1,2,1,1,5 +suppaje01,2007,1,MIL,NL,35,61,4,8,0,0,0,2,0,0,3,16,0,0,11,0,2 +suzukic01,2007,1,SEA,AL,161,678,111,238,22,7,6,68,37,8,49,77,13,3,4,2,7 +suzukku01,2007,1,OAK,AL,68,213,27,53,13,0,7,39,0,0,24,39,0,3,3,5,4 +sweenma01,2007,1,SFN,NL,76,90,18,23,8,0,2,10,2,0,13,18,0,3,1,0,0 +sweenma01,2007,2,LAN,NL,30,33,2,9,1,0,0,3,0,0,1,11,0,0,0,0,0 +sweenmi01,2007,1,KCA,AL,74,265,26,69,15,1,7,38,0,0,17,29,4,5,0,2,9 +sweenry01,2007,1,CHA,AL,15,45,5,9,3,0,1,5,0,1,4,5,0,0,0,0,2 +swishni01,2007,1,OAK,AL,150,539,84,141,36,1,22,78,3,2,100,131,12,10,1,9,13 +switzjo01,2007,1,TBA,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tagucso01,2007,1,SLN,NL,130,307,48,89,15,0,3,30,7,4,23,32,0,6,3,1,10 +tallebr01,2007,1,TOR,AL,48,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tanketa01,2007,1,FLO,NL,67,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +taschja01,2007,1,SFN,NL,63,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +tatajo01,2007,1,DET,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +taubety01,2007,1,TOR,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tavarju01,2007,1,BOS,AL,34,4,0,1,0,0,0,0,0,0,1,3,0,0,0,0,0 +taverwi01,2007,1,COL,NL,97,372,64,119,13,2,2,24,33,9,21,55,0,7,7,1,1 +teahema01,2007,1,KCA,AL,144,544,78,155,31,8,7,60,13,5,55,127,8,3,4,2,23 +teixema01,2007,1,TEX,AL,78,286,48,85,24,1,13,49,0,0,45,66,10,3,0,1,5 +teixema01,2007,2,ATL,NL,54,208,38,66,9,1,17,56,0,0,27,46,3,4,0,1,2 +tejadmi01,2007,1,BAL,AL,133,514,72,152,19,1,18,81,2,1,41,55,9,10,0,3,22 +tejedro01,2007,1,TEX,AL,19,3,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +terrelu01,2007,1,CHA,AL,61,117,18,27,2,0,5,12,4,3,12,35,0,9,1,0,1 +thamema01,2007,1,DET,AL,86,269,37,65,15,0,18,54,2,1,13,72,1,1,0,1,6 +thatcjo01,2007,1,SDN,NL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +theriry01,2007,1,CHN,NL,148,537,80,143,30,2,3,45,28,4,49,50,1,0,8,3,12 +thigpcu01,2007,1,TOR,AL,47,101,13,24,5,0,0,11,2,0,8,17,0,0,1,0,4 +thomafr04,2007,1,TOR,AL,155,531,63,147,30,0,26,95,0,0,81,94,3,7,0,5,14 +thomeji01,2007,1,CHA,AL,130,432,79,119,19,0,35,96,0,1,95,134,11,6,0,3,10 +thompbr01,2007,1,SLN,NL,45,24,1,4,0,0,0,0,0,0,0,11,0,0,7,0,0 +thompke01,2007,1,NYA,AL,13,21,2,4,3,0,0,2,0,0,2,10,0,0,0,0,0 +thompke01,2007,2,OAK,AL,9,14,2,1,0,0,0,1,0,0,1,3,0,0,0,0,0 +thompmi03,2007,1,SDN,NL,7,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +thompri03,2007,1,LAA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thomsjo01,2007,1,KCA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thormsc01,2007,1,ATL,NL,120,287,37,62,18,0,11,36,1,1,14,70,3,3,1,2,6 +thornma01,2007,1,CHA,AL,68,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +threeer01,2007,1,SFN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +timlimi01,2007,1,BOS,AL,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tomkobr01,2007,1,LAN,NL,34,24,0,0,0,0,0,1,0,0,1,16,0,0,5,0,0 +tomkobr01,2007,2,SDN,NL,7,8,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +torresa01,2007,1,PIT,NL,56,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +torreyo01,2007,1,COL,NL,113,396,47,101,22,1,8,47,2,1,34,73,1,6,6,1,19 +towerjo01,2007,1,TOR,AL,25,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +towlejr01,2007,1,HOU,NL,14,40,9,15,5,0,1,12,0,1,3,1,1,1,0,0,1 +trabebi01,2007,1,WAS,NL,28,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +trachst01,2007,1,BAL,AL,25,5,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +trachst01,2007,2,CHN,NL,4,7,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +tracych01,2007,1,ARI,NL,76,227,30,60,18,2,7,35,0,0,29,43,4,1,0,3,8 +treanma01,2007,1,FLO,NL,55,171,16,46,7,1,4,19,0,0,19,29,1,5,2,1,2 +tsaoch01,2007,1,LAN,NL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tulowtr01,2007,1,COL,NL,155,609,104,177,33,5,24,99,7,6,57,130,3,9,5,2,14 +turnbde01,2007,1,MIL,NL,77,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tynerja01,2007,1,MIN,AL,114,304,42,87,14,2,1,22,8,3,16,26,0,5,2,1,12 +ugglada01,2007,1,FLO,NL,159,632,113,155,49,3,31,88,2,1,68,167,0,13,4,11,10 +uptonbj01,2007,1,TBA,AL,129,474,86,142,25,1,24,82,22,8,65,154,4,4,1,4,14 +uptonju01,2007,1,ARI,NL,43,140,17,31,8,3,2,11,2,0,11,37,4,1,0,0,3 +urdanli01,2007,1,NYN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +uribeju01,2007,1,CHA,AL,150,513,55,120,18,2,20,68,1,9,34,112,2,4,7,5,6 +utleych01,2007,1,PHI,NL,132,530,104,176,48,5,22,103,9,1,50,89,1,25,1,7,7 +valdewi01,2007,1,LAN,NL,41,74,12,16,2,1,0,7,1,0,4,12,0,1,0,1,0 +valenja01,2007,1,CIN,NL,97,243,19,67,21,0,2,34,0,0,19,25,2,1,0,2,7 +valenjo03,2007,1,NYN,NL,51,166,18,40,11,1,3,18,2,1,15,28,4,0,1,1,5 +valvejo01,2007,1,ARI,NL,65,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vanbejo01,2007,1,PIT,NL,11,7,1,1,1,0,0,0,0,0,1,3,0,0,2,0,0 +vanderi01,2007,1,FLO,NL,18,23,1,1,0,0,0,0,0,0,1,12,0,0,3,0,0 +vargacl01,2007,1,MIL,NL,29,38,1,5,1,0,0,0,0,0,0,10,0,0,5,0,0 +vargaja01,2007,1,NYN,NL,2,2,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +varitja01,2007,1,BOS,AL,131,435,57,111,15,3,17,68,1,2,71,122,9,8,0,4,9 +vasquvi01,2007,1,DET,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vazquja01,2007,1,CHA,AL,32,6,0,0,0,0,0,0,0,0,0,2,0,0,1,0,1 +vazqura01,2007,1,TEX,AL,104,300,42,69,13,3,8,28,1,0,29,72,0,2,12,2,4 +velanjo01,2007,1,TBA,AL,14,50,7,16,4,0,2,11,0,0,8,17,0,1,1,0,0 +velezeu01,2007,1,SFN,NL,14,11,5,3,0,2,0,2,4,0,2,3,0,0,0,0,0 +verasjo01,2007,1,NYA,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +verlaju01,2007,1,DET,AL,32,4,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +vermija01,2007,1,TOR,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +victosh01,2007,1,PHI,NL,131,456,78,128,23,3,12,46,37,4,37,62,1,10,5,2,10 +vidrojo01,2007,1,SEA,AL,147,548,78,172,26,0,6,59,0,0,63,57,5,1,5,8,21 +villaca01,2007,1,MIL,NL,59,13,1,1,0,0,0,0,0,0,0,3,0,0,4,0,0 +villaos01,2007,1,ATL,NL,51,4,0,1,0,0,0,0,0,0,0,1,0,0,1,0,0 +villoro01,2007,1,NYA,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vizcalu01,2007,1,NYA,AL,77,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +vizquom01,2007,1,SFN,NL,145,513,54,126,18,3,4,51,14,6,44,48,6,1,14,3,14 +volqued01,2007,1,TEX,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vottojo01,2007,1,CIN,NL,24,84,11,27,7,0,4,17,1,0,5,15,1,0,0,0,0 +wagnebi02,2007,1,NYN,NL,66,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wagnery01,2007,1,WAS,NL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wainwad01,2007,1,SLN,NL,37,62,4,18,3,0,1,6,0,1,3,18,0,0,9,0,1 +wakefti01,2007,1,BOS,AL,31,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +walkeja01,2007,1,BAL,AL,81,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +walketo04,2007,1,OAK,AL,18,48,5,13,1,0,0,4,0,0,2,4,0,0,0,2,2 +walkety01,2007,1,SFN,NL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wangch01,2007,1,NYA,AL,30,3,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +wardda01,2007,1,CHN,NL,79,110,16,36,13,0,3,19,0,0,22,23,8,0,0,1,6 +wasdijo01,2007,1,PIT,NL,12,4,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +washbja01,2007,1,SEA,AL,32,2,0,1,0,0,0,1,0,0,1,1,0,0,0,0,0 +wasseeh01,2007,1,CHA,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +watkito01,2007,1,MIN,AL,9,28,2,10,0,0,0,0,1,0,4,4,0,0,0,0,1 +watsobr01,2007,1,WAS,NL,5,18,2,5,1,0,0,2,1,0,1,1,1,0,0,0,0 +weathda01,2007,1,CIN,NL,70,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +weaveje01,2007,1,SEA,AL,27,1,1,0,0,0,0,0,0,0,0,0,0,1,1,0,0 +weaveje02,2007,1,LAA,AL,28,4,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +webbbr01,2007,1,ARI,NL,34,73,1,6,2,0,0,3,0,0,1,31,0,0,8,0,3 +weeksri01,2007,1,MIL,NL,118,409,87,96,21,6,16,36,25,2,78,116,5,14,3,2,3 +welleto01,2007,1,KCA,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +welleto01,2007,2,SLN,NL,20,16,1,2,0,0,0,1,0,0,0,9,0,0,3,0,0 +wellsda01,2007,1,SDN,NL,22,38,1,4,0,0,0,0,0,0,0,12,0,0,4,0,0 +wellsda01,2007,2,LAN,NL,7,15,2,4,1,0,0,1,0,0,0,6,0,0,0,0,0 +wellski01,2007,1,SLN,NL,35,53,7,17,1,0,1,5,0,0,0,19,0,0,1,0,0 +wellsve01,2007,1,TOR,AL,149,584,85,143,36,4,16,80,10,4,49,89,4,3,0,6,9 +werthja01,2007,1,PHI,NL,94,255,43,76,11,3,8,49,7,1,44,73,1,2,2,1,0 +westbja01,2007,1,CLE,AL,25,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +wheelda01,2007,1,HOU,NL,45,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wheelda01,2007,2,TBA,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +whitebi04,2007,1,TEX,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +whiteri01,2007,1,HOU,NL,23,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +whiteri01,2007,2,SEA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +whitero02,2007,1,MIN,AL,38,109,8,19,4,0,4,20,0,0,6,19,0,3,0,1,2 +whitese02,2007,1,SEA,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wickmbo01,2007,1,ATL,NL,49,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wickmbo01,2007,2,ARI,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wiggity01,2007,1,TBA,AL,98,378,47,104,21,0,16,49,1,4,28,73,0,5,0,6,8 +wiggity01,2007,2,HOU,NL,50,169,24,48,12,0,6,18,2,0,13,40,0,3,0,2,8 +wilkebr01,2007,1,TEX,AL,119,338,54,79,17,1,20,62,4,1,43,107,0,1,3,4,2 +willida07,2007,1,NYN,NL,2,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +willido03,2007,1,FLO,NL,38,63,11,18,2,3,2,7,0,1,5,13,0,1,11,0,1 +willije02,2007,1,WAS,NL,6,7,0,1,0,0,0,0,0,0,0,4,0,1,1,0,0 +willijo03,2007,1,FLO,NL,144,521,75,138,32,4,21,89,8,1,66,122,1,16,0,1,11 +willire03,2007,1,LAA,AL,136,430,74,126,20,1,0,34,27,8,69,83,2,3,11,5,7 +willisc01,2007,1,BAL,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +willito02,2007,1,BAL,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +williwo02,2007,1,HOU,NL,34,59,3,6,0,0,1,2,0,0,0,25,0,0,5,0,1 +wilsobr01,2007,1,SFN,NL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +wilsocj01,2007,1,TEX,AL,66,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wilsocr03,2007,1,ATL,NL,24,58,6,10,2,0,1,2,0,0,8,25,0,3,0,0,0 +wilsoja02,2007,1,PIT,NL,135,477,67,141,29,2,12,56,2,5,38,46,9,6,7,7,8 +wilsojo03,2007,1,WAS,NL,15,19,3,1,0,0,0,0,0,0,5,6,0,1,0,0,0 +wilsojo03,2007,2,TBA,AL,90,263,25,66,15,3,2,24,6,2,12,51,0,4,3,3,5 +wilsopr01,2007,1,SLN,NL,25,64,6,14,3,0,1,5,2,1,4,17,0,0,0,0,2 +winnra01,2007,1,SFN,NL,155,593,73,178,42,1,14,65,15,3,44,85,3,7,4,5,12 +wisede01,2007,1,CIN,NL,5,5,1,1,0,1,0,1,0,0,1,1,1,0,0,0,0 +wisema01,2007,1,MIL,NL,56,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +witasja01,2007,1,OAK,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +witasja01,2007,2,TBA,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wolfebr01,2007,1,TOR,AL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wolfra02,2007,1,LAN,NL,20,30,1,5,2,0,0,2,0,0,4,13,0,0,3,0,0 +wolfro01,2007,1,FLO,NL,14,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +woodbr01,2007,1,LAA,AL,13,33,2,5,1,0,1,3,0,0,0,12,0,0,0,0,0 +woodja02,2007,1,FLO,NL,98,117,11,28,6,0,3,26,0,0,8,38,0,0,1,1,1 +woodke02,2007,1,CHN,NL,22,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +woodmi01,2007,1,TEX,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +woodsja01,2007,1,SEA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +woodwch01,2007,1,ATL,NL,92,136,16,27,6,1,1,8,1,0,10,29,1,0,4,1,3 +wrighch01,2007,1,NYA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wrighda03,2007,1,NYN,NL,160,604,113,196,42,1,30,107,34,5,94,115,6,6,0,7,14 +wrighja01,2007,1,TEX,AL,20,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +wrighja02,2007,1,BAL,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wuertmi01,2007,1,CHN,NL,73,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +yatesty01,2007,1,ATL,NL,75,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +youklke01,2007,1,BOS,AL,145,528,85,152,35,2,16,83,4,2,77,105,0,15,0,5,9 +youmash01,2007,1,PIT,NL,16,12,1,1,0,0,0,0,0,0,1,5,0,0,2,0,1 +youngch03,2007,1,SDN,NL,30,46,2,6,1,0,0,2,0,0,5,15,0,1,6,0,1 +youngch04,2007,1,ARI,NL,148,569,85,135,29,3,32,68,27,6,43,141,1,6,1,5,5 +youngde03,2007,1,TBA,AL,162,645,65,186,38,0,13,93,10,3,26,127,2,3,0,7,23 +youngde04,2007,1,LAN,NL,19,34,4,13,1,1,2,3,1,0,2,5,0,0,0,0,0 +youngdm01,2007,1,WAS,NL,136,460,57,147,38,1,13,74,0,0,44,74,6,1,0,3,13 +youngmi02,2007,1,TEX,AL,156,639,80,201,37,1,9,94,13,3,47,107,5,5,0,1,21 +zagurmi01,2007,1,PHI,NL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +zambrca01,2007,1,CHN,NL,37,81,9,20,2,0,2,5,0,0,0,29,0,0,5,0,0 +zambrvi01,2007,1,TOR,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +zambrvi01,2007,2,BAL,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +zaratma01,2007,1,FLO,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +zaungr01,2007,1,TOR,AL,110,331,43,80,24,1,10,52,0,0,51,55,8,2,1,6,9 +zimmery01,2007,1,WAS,NL,162,653,99,174,43,5,24,91,4,1,61,125,3,3,0,5,26 +zitoba01,2007,1,SFN,NL,34,62,2,7,0,0,0,3,0,0,2,16,0,0,4,0,0 +zobribe01,2007,1,TBA,AL,31,97,8,15,2,0,1,9,2,0,3,21,0,1,2,2,1 +zumayjo01,2007,1,DET,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +aardsda01,2008,1,BOS,AL,47,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +abercre01,2008,1,HOU,NL,34,55,10,17,5,0,2,5,5,2,1,23,0,2,1,1,0 +abreubo01,2008,1,NYA,AL,156,609,100,180,39,4,20,100,22,11,73,109,2,1,0,1,14 +accarje01,2008,1,TOR,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +aceveal01,2008,1,NYA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +acostma01,2008,1,ATL,NL,46,5,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +adamsmi03,2008,1,SDN,NL,54,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +adenhni01,2008,1,LAA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +adkinjo01,2008,1,CIN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +affelje01,2008,1,CIN,NL,74,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +aguilch01,2008,1,NYN,NL,8,12,0,2,0,0,0,0,0,0,2,4,0,0,1,0,1 +albaljo01,2008,1,NYA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +alberma01,2008,1,BAL,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +alfonel01,2008,1,SFN,NL,5,11,0,1,0,0,0,1,0,0,0,4,0,0,0,0,2 +aloumo01,2008,1,NYN,NL,15,49,4,17,2,0,0,9,1,1,2,4,0,2,0,1,1 +ambrech01,2008,1,SDN,NL,24,41,3,8,1,0,0,0,1,0,7,15,0,0,0,0,0 +amezaal01,2008,1,FLO,NL,125,311,41,82,13,5,3,32,8,2,19,47,1,3,4,0,6 +anderbr03,2008,1,CHA,AL,109,181,24,42,13,0,8,26,5,1,10,45,0,0,2,0,2 +anderga01,2008,1,LAA,AL,145,557,66,163,27,3,15,84,7,4,29,77,6,1,0,6,11 +anderjo03,2008,1,ATL,NL,40,136,21,40,7,1,3,12,10,1,8,33,2,1,1,0,1 +anderma02,2008,1,NYN,NL,87,138,16,29,6,0,1,10,2,1,9,27,0,0,2,2,2 +andinro01,2008,1,FLO,NL,44,63,7,13,2,0,2,9,0,0,4,23,0,0,1,0,1 +ankieri01,2008,1,SLN,NL,120,413,65,109,21,2,25,71,2,1,42,100,3,5,0,3,8 +antonma01,2008,1,SDN,NL,21,57,6,11,2,0,1,3,0,0,5,11,1,3,0,0,1 +aquingr01,2008,1,BAL,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ardoida01,2008,1,LAN,NL,24,51,3,12,1,0,1,4,1,0,2,10,0,1,0,0,2 +ariasal02,2008,1,COL,NL,12,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ariasal02,2008,2,HOU,NL,3,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +ariasjo01,2008,1,TEX,AL,32,110,15,32,7,3,0,9,4,1,7,12,0,2,1,0,4 +armasto02,2008,1,NYN,NL,3,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +arredjo01,2008,1,LAA,AL,52,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +arroybr01,2008,1,CIN,NL,40,61,4,12,3,0,1,6,1,0,4,21,0,0,9,0,1 +ascanjo01,2008,1,CHN,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +atkinga01,2008,1,COL,NL,155,611,86,175,32,3,21,99,1,1,40,100,0,3,0,10,20 +aubremi01,2008,1,CLE,AL,15,45,2,9,0,0,2,3,0,0,5,5,0,0,0,0,2 +aurilri01,2008,1,SFN,NL,140,407,33,115,21,1,10,52,1,1,30,56,4,1,0,2,11 +ausmubr01,2008,1,HOU,NL,81,216,15,47,8,0,3,24,0,2,25,41,3,2,6,1,4 +avilemi01,2008,1,KCA,AL,102,419,68,136,27,4,10,51,8,3,18,58,4,2,0,2,12 +ayalalu01,2008,1,WAS,NL,62,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ayalalu01,2008,2,NYN,NL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +aybarer01,2008,1,LAA,AL,98,346,53,96,18,5,3,39,7,2,14,45,0,5,9,1,2 +aybarwi01,2008,1,TBA,AL,95,324,33,82,17,2,10,33,2,2,32,44,3,4,1,1,7 +backebr01,2008,1,HOU,NL,32,47,8,13,2,0,2,3,0,0,3,18,0,1,5,0,0 +badenbu01,2008,1,FLO,NL,13,12,0,1,0,0,0,0,0,0,0,7,0,0,2,0,0 +baekch01,2008,1,SEA,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +baekch01,2008,2,SDN,NL,24,29,2,5,1,0,1,2,0,0,1,7,0,0,8,0,0 +baileho02,2008,1,CIN,NL,8,10,0,1,1,0,0,0,0,0,0,5,0,0,2,0,1 +baileje01,2008,1,BOS,AL,27,50,10,14,1,1,2,6,0,0,9,17,1,0,0,0,2 +baislje01,2008,1,OAK,AL,14,43,1,11,1,0,0,5,0,0,4,7,0,0,0,0,2 +bakerje03,2008,1,COL,NL,104,299,55,80,22,1,12,48,4,0,26,85,2,1,1,6,5 +bakerjo01,2008,1,FLO,NL,61,197,32,59,14,0,5,32,0,0,30,48,4,2,1,3,6 +bakersc02,2008,1,MIN,AL,28,2,1,1,0,0,0,0,0,0,0,1,0,0,3,0,0 +bakopa01,2008,1,CIN,NL,99,299,30,65,11,2,6,35,0,2,34,90,5,1,3,1,9 +baldero01,2008,1,TBA,AL,28,80,12,21,5,0,4,13,0,0,7,25,0,3,0,0,1 +balejo01,2008,1,KCA,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +balenwl01,2008,1,SEA,AL,71,243,23,49,13,0,7,24,0,1,16,79,1,0,0,1,12 +balesco01,2008,1,WAS,NL,15,15,1,3,0,0,0,1,0,0,1,8,0,1,8,0,0 +balfogr01,2008,1,TBA,AL,51,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +banksjo01,2008,1,SDN,NL,20,23,3,3,0,0,0,0,0,0,2,6,0,0,2,0,0 +bankswe01,2008,1,OAK,AL,17,59,4,12,3,0,1,4,0,0,2,15,0,1,0,1,0 +bannibr01,2008,1,KCA,AL,32,4,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0 +barajro01,2008,1,TOR,AL,104,349,44,87,23,0,11,49,0,0,17,61,0,7,0,4,9 +bardebr01,2008,1,SLN,NL,9,9,0,2,0,0,0,1,0,0,0,4,0,0,1,0,0 +bardjo01,2008,1,SDN,NL,57,178,11,36,9,0,1,16,0,0,18,25,2,1,1,0,5 +barfijo02,2008,1,CLE,AL,12,33,3,6,1,0,0,2,0,0,0,10,0,0,0,0,0 +barmecl01,2008,1,COL,NL,107,393,47,114,25,6,11,44,13,4,17,69,0,2,4,1,9 +barremi01,2008,1,SDN,NL,30,94,9,19,3,0,2,9,0,0,9,16,0,1,1,2,4 +barthji01,2008,1,PIT,NL,3,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +bartlja01,2008,1,TBA,AL,128,454,48,130,25,3,1,37,20,6,22,69,1,9,5,4,9 +bartobr01,2008,1,SLN,NL,82,153,23,41,9,2,2,13,3,1,19,39,0,2,4,1,5 +bartoda02,2008,1,OAK,AL,140,446,59,101,17,5,9,47,2,1,65,99,5,3,6,3,6 +bassbr01,2008,1,MIN,AL,44,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bassbr01,2008,2,BAL,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +batismi01,2008,1,SEA,AL,44,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +bauerri01,2008,1,CLE,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bautide01,2008,1,DET,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bautide01,2008,2,PIT,NL,35,5,0,1,0,0,0,1,0,0,0,3,0,0,0,0,0 +bautijo02,2008,1,PIT,NL,107,314,38,76,15,0,12,44,1,1,38,77,4,2,6,3,10 +bautijo02,2008,2,TOR,AL,21,56,7,12,2,0,3,10,0,0,2,14,1,0,2,1,2 +bayja01,2008,1,PIT,NL,106,393,72,111,23,2,22,64,7,0,59,86,2,2,0,5,3 +bayja01,2008,2,BOS,AL,49,184,39,54,12,2,9,37,3,0,22,51,2,2,0,3,4 +bazaryo01,2008,1,DET,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +beamtj01,2008,1,PIT,NL,32,4,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +beckejo02,2008,1,BOS,AL,27,6,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +bedarer01,2008,1,SEA,AL,15,4,0,2,0,0,0,0,0,0,0,2,0,0,0,0,0 +beimejo01,2008,1,LAN,NL,71,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +belisma01,2008,1,CIN,NL,6,8,0,1,0,0,0,0,0,0,0,3,0,0,3,0,0 +bellhe01,2008,1,SDN,NL,74,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +belliro01,2008,1,WAS,NL,96,296,37,85,22,0,11,46,3,2,37,58,1,3,1,0,6 +belloed01,2008,1,COL,NL,3,3,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +beltrad01,2008,1,SEA,AL,143,556,74,148,29,1,25,77,8,2,50,90,10,2,0,4,11 +beltrca01,2008,1,NYN,NL,161,606,116,172,40,5,27,112,25,3,92,96,13,1,1,6,11 +beltrfr01,2008,1,DET,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +benitar01,2008,1,TOR,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bennega01,2008,1,LAN,NL,10,21,1,4,1,0,1,4,0,0,2,0,0,0,0,0,1 +benneje01,2008,1,ATL,NL,72,9,0,2,1,0,0,1,0,0,2,2,0,0,1,0,0 +benoijo01,2008,1,TEX,AL,44,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bergmja01,2008,1,WAS,NL,30,40,0,0,0,0,0,0,0,0,0,20,0,0,2,0,1 +berkmla01,2008,1,HOU,NL,159,554,114,173,46,4,29,106,18,4,99,108,18,7,0,5,13 +bernaro01,2008,1,WAS,NL,26,76,10,16,1,1,0,2,4,3,9,21,0,0,1,0,3 +bernido01,2008,1,COL,NL,2,4,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +berroan01,2008,1,LAN,NL,84,226,26,52,13,1,1,16,0,0,20,41,4,4,6,0,13 +betanra01,2008,1,CLE,AL,69,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +betanyu01,2008,1,SEA,AL,153,559,66,156,36,3,7,51,4,4,17,42,0,2,6,6,23 +betemwi01,2008,1,NYA,AL,87,189,24,50,13,0,6,25,0,1,6,56,0,1,1,1,7 +bierdra01,2008,1,BAL,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +billich01,2008,1,LAN,NL,35,63,1,6,0,0,0,3,0,0,4,36,0,0,5,0,0 +birkiku01,2008,1,TBA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bixlebr01,2008,1,PIT,NL,50,108,16,17,2,1,0,2,1,0,6,36,2,4,2,0,1 +blackni01,2008,1,MIN,AL,33,3,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +blakeca01,2008,1,CLE,AL,94,325,46,94,24,0,11,58,2,0,33,68,6,7,1,2,3 +blakeca01,2008,2,LAN,NL,58,211,25,53,12,1,10,23,1,0,16,52,5,4,0,2,9 +blaloha01,2008,1,TEX,AL,65,258,37,74,19,1,12,38,1,0,19,40,3,2,0,2,10 +blancgr01,2008,1,ATL,NL,144,430,52,108,14,4,1,38,13,5,74,99,2,6,6,3,3 +blanche01,2008,1,CHN,NL,58,120,15,35,3,0,3,12,0,0,6,22,1,0,2,0,4 +blantjo01,2008,1,OAK,AL,20,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +blantjo01,2008,2,PHI,NL,13,16,0,1,0,0,0,1,0,0,0,10,0,0,6,1,0 +blevije01,2008,1,OAK,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bloomwi01,2008,1,SEA,AL,71,165,32,46,1,0,0,9,14,3,25,29,1,1,1,0,1 +blumge01,2008,1,HOU,NL,114,325,36,78,14,1,14,53,1,2,21,54,2,3,0,7,5 +bococbr01,2008,1,SFN,NL,32,77,4,11,1,0,0,2,4,2,12,29,0,0,4,0,2 +boggsbr01,2008,1,TEX,AL,101,283,30,64,17,4,8,41,3,2,44,93,1,3,1,3,3 +boggsmi01,2008,1,SLN,NL,8,8,0,0,0,0,0,0,0,0,0,5,0,0,0,0,0 +bohntj01,2008,1,PHI,NL,14,5,1,2,1,0,0,3,0,0,0,1,0,0,0,0,0 +bondeje01,2008,1,DET,AL,12,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +bonifem01,2008,1,ARI,NL,8,12,3,2,1,0,0,2,1,0,0,5,0,0,0,0,0 +bonifem01,2008,2,WAS,NL,41,157,26,39,5,5,0,12,6,4,14,41,0,0,0,3,2 +bonined01,2008,1,DET,AL,5,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bonsebo01,2008,1,MIN,AL,47,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +booneaa01,2008,1,WAS,NL,104,232,23,56,13,1,6,28,0,1,18,52,1,2,1,2,8 +bootcch01,2008,1,LAA,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +borkoda01,2008,1,HOU,NL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +borowjo01,2008,1,CLE,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bottsja01,2008,1,TEX,AL,15,38,2,6,3,0,2,5,0,0,8,18,0,0,0,0,0 +bourgja01,2008,1,CHA,AL,6,3,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0 +bournmi01,2008,1,HOU,NL,138,467,57,107,10,4,5,29,41,10,37,111,0,2,7,1,3 +bowdemi01,2008,1,BOS,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bowenro01,2008,1,OAK,AL,37,91,6,16,5,1,1,9,0,0,4,38,0,1,2,0,2 +bowerce01,2008,1,COL,NL,5,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +bowiemi01,2008,1,COL,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bowkejo01,2008,1,SFN,NL,111,326,31,83,14,3,10,43,1,1,19,74,1,3,0,2,7 +boyerbl01,2008,1,ATL,NL,76,2,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +bradeda01,2008,1,OAK,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bradfch01,2008,1,BAL,AL,47,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bradfch01,2008,2,TBA,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bradlmi01,2008,1,TEX,AL,126,414,78,133,32,1,22,77,5,3,80,112,13,9,0,6,10 +branyru01,2008,1,MIL,NL,50,132,24,33,8,0,12,20,1,0,19,42,4,0,0,1,0 +braunry02,2008,1,MIL,NL,151,611,92,174,39,7,37,106,14,4,42,129,4,6,0,4,13 +braybi01,2008,1,CIN,NL,63,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brazoyh01,2008,1,LAN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +breslcr01,2008,1,CLE,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +breslcr01,2008,2,MIN,AL,42,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brignre01,2008,1,TBA,AL,4,10,1,0,0,0,0,0,0,0,1,5,0,0,0,0,0 +brittch01,2008,1,NYA,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +broadla01,2008,1,CHA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brocado01,2008,1,HOU,NL,72,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +brousbe01,2008,1,TEX,AL,26,82,8,13,0,0,3,8,0,0,5,20,1,2,0,0,2 +brownan01,2008,1,OAK,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brownem01,2008,1,OAK,AL,117,402,48,98,14,2,13,59,4,2,27,65,2,5,0,4,16 +brownma05,2008,1,LAA,AL,11,19,0,1,1,0,0,3,0,0,1,10,0,0,0,0,0 +broxtjo01,2008,1,LAN,NL,70,2,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1 +bruceja01,2008,1,CIN,NL,108,413,63,105,17,1,21,52,4,6,33,110,1,4,0,2,8 +brunebr01,2008,1,NYA,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brunter01,2008,1,PHI,NL,120,212,37,46,9,1,2,15,9,2,21,35,3,3,2,0,7 +buchhcl01,2008,1,BOS,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +buchhta01,2008,1,COL,NL,63,0,0,0,0,0,0,1,0,0,1,0,0,0,0,0,0 +buckjo01,2008,1,KCA,AL,109,370,48,83,23,1,9,48,0,3,38,96,2,6,0,4,12 +bucknbi02,2008,1,ARI,NL,10,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bucktr01,2008,1,OAK,AL,38,155,16,35,9,1,7,25,1,0,11,38,0,4,0,2,2 +buddery01,2008,1,LAA,AL,8,2,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1 +buehrma01,2008,1,CHA,AL,34,6,0,1,0,0,0,0,0,0,0,3,0,0,2,0,0 +buenofr01,2008,1,ATL,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bukviry01,2008,1,BAL,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bulgeja01,2008,1,LAA,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bullibr01,2008,1,CLE,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +burkech01,2008,1,ARI,NL,86,165,20,32,5,1,2,12,5,0,27,33,8,2,2,3,2 +burkeja02,2008,1,SEA,AL,48,92,10,24,3,0,1,8,0,1,5,7,0,1,1,1,3 +burneaj01,2008,1,TOR,AL,35,3,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +burnese01,2008,1,PIT,NL,58,3,1,1,1,0,0,0,0,0,0,2,0,0,0,0,0 +burrebr01,2008,1,BAL,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +burrepa01,2008,1,PHI,NL,157,536,74,134,33,3,33,86,0,0,102,136,8,1,0,6,10 +burriem01,2008,1,SFN,NL,95,240,37,68,6,1,1,18,13,5,23,24,1,5,5,1,7 +burtoja01,2008,1,CIN,NL,54,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +buschbr01,2008,1,MIN,AL,70,218,29,64,9,0,4,47,0,2,19,42,0,0,0,7,6 +bushda01,2008,1,MIL,NL,32,57,2,5,1,0,0,0,0,0,1,21,0,0,5,0,0 +butlebi03,2008,1,KCA,AL,124,443,44,122,22,0,11,55,0,1,33,57,0,0,0,2,23 +bynumfr01,2008,1,BAL,AL,40,112,13,20,3,1,0,8,2,3,5,31,0,1,3,0,2 +byrdati01,2008,1,HOU,NL,59,6,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +byrdma01,2008,1,TEX,AL,122,403,70,120,28,4,10,53,7,2,46,62,3,9,2,2,10 +byrdpa01,2008,1,CLE,AL,22,5,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +byrdpa01,2008,2,BOS,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +byrneer01,2008,1,ARI,NL,52,206,28,43,13,1,6,23,4,4,16,36,0,2,0,0,5 +cabreas01,2008,1,CLE,AL,114,352,48,91,20,0,6,47,4,4,46,77,2,4,11,5,8 +cabreda01,2008,1,BAL,AL,30,5,0,0,0,0,0,0,0,0,0,5,0,0,0,0,0 +cabrefe01,2008,1,BAL,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cabrejo02,2008,1,CIN,NL,48,115,17,29,6,1,3,12,2,0,8,29,1,2,0,1,3 +cabreme01,2008,1,NYA,AL,129,414,42,103,12,1,8,37,9,2,29,58,5,3,4,3,11 +cabremi01,2008,1,DET,AL,160,616,85,180,36,2,37,127,1,0,56,126,6,3,0,9,16 +cabreor01,2008,1,CHA,AL,161,661,93,186,33,1,8,57,19,6,56,71,1,1,3,9,16 +cainma01,2008,1,SFN,NL,34,62,3,7,1,0,2,3,0,0,4,34,0,0,6,0,0 +cairomi01,2008,1,SEA,AL,108,221,34,55,14,2,0,23,5,2,18,32,0,4,6,1,6 +calerki01,2008,1,OAK,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +callaal01,2008,1,KCA,AL,74,213,21,65,8,3,0,16,2,1,19,14,0,0,1,1,6 +camerke01,2008,1,SDN,NL,10,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +camermi01,2008,1,MIL,NL,120,444,69,108,25,2,25,70,17,5,54,142,1,6,1,3,4 +campijo01,2008,1,ATL,NL,39,45,4,8,1,0,0,2,0,0,1,16,0,0,5,0,0 +campsh01,2008,1,TOR,AL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +cancero01,2008,1,NYN,NL,27,49,5,12,2,0,1,5,1,2,3,6,0,0,1,0,0 +cannian01,2008,1,TBA,AL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +canoro01,2008,1,NYA,AL,159,597,70,162,35,3,14,72,2,4,26,65,3,5,1,5,18 +cantujo01,2008,1,FLO,NL,155,628,92,174,41,0,29,95,6,2,40,111,6,10,0,7,15 +capeljo01,2008,1,COL,NL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +cappsma01,2008,1,PIT,NL,49,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +carlilu01,2008,1,SDN,NL,36,94,12,14,3,1,1,6,0,0,10,34,0,1,0,0,3 +carlsje01,2008,1,TOR,AL,69,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +carlybu01,2008,1,ATL,NL,45,9,1,2,0,0,0,0,0,0,1,1,0,0,0,0,0 +carmofa01,2008,1,CLE,AL,22,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +carpean01,2008,1,PHI,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +carpech01,2008,1,SLN,NL,4,5,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +carradj01,2008,1,CHA,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +carrobr01,2008,1,FLO,NL,26,17,5,1,0,1,0,1,0,0,1,6,0,0,0,0,0 +carroja01,2008,1,CLE,AL,113,347,60,96,13,4,1,36,7,3,34,65,0,9,10,2,2 +cartech01,2008,1,BOS,AL,9,18,5,6,0,0,0,3,0,0,2,5,0,0,0,0,0 +casanra01,2008,1,NYN,NL,20,55,5,15,2,0,1,6,0,0,6,10,0,0,0,0,1 +caseyse01,2008,1,BOS,AL,69,199,14,64,14,0,0,17,1,0,17,25,3,2,0,0,6 +cashke01,2008,1,BOS,AL,61,142,11,32,7,0,3,15,0,0,18,50,1,0,0,2,6 +casilal01,2008,1,MIN,AL,98,385,58,108,15,0,7,50,7,2,31,45,0,2,13,6,7 +casseja01,2008,1,HOU,NL,9,9,0,2,0,0,0,1,0,0,0,4,0,0,0,0,0 +castial02,2008,1,BAL,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +castijo02,2008,1,SFN,NL,112,394,42,96,28,4,6,35,2,2,25,71,1,1,0,0,16 +castijo02,2008,2,HOU,NL,15,32,4,9,1,0,0,2,0,0,2,10,0,0,0,1,0 +castilu01,2008,1,NYN,NL,87,298,46,73,7,1,3,28,17,2,50,35,2,2,7,2,13 +castiwi01,2008,1,CIN,NL,18,32,6,9,1,0,0,1,0,0,1,5,0,0,1,0,0 +castoko01,2008,1,WAS,NL,66,163,15,35,10,0,2,16,1,0,19,36,1,0,0,0,5 +castrju01,2008,1,CIN,NL,7,10,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +castrju01,2008,2,BAL,AL,54,151,15,31,6,0,2,16,0,0,10,26,0,1,2,2,9 +castrra01,2008,1,NYN,NL,52,143,15,35,7,0,7,24,0,0,13,34,2,1,0,0,2 +catalfr01,2008,1,TEX,AL,88,248,28,68,23,1,2,21,1,1,20,29,0,6,3,1,6 +cedenro02,2008,1,CHN,NL,99,216,36,58,12,0,2,28,4,1,18,41,2,1,1,0,6 +cervefr01,2008,1,NYA,AL,3,5,0,0,0,0,0,0,0,0,0,3,0,0,0,0,1 +cervemi01,2008,1,PHI,NL,10,13,0,2,0,0,0,1,0,0,0,5,0,0,0,0,1 +chacosh01,2008,1,HOU,NL,15,24,1,3,0,0,0,0,0,0,2,10,0,0,2,0,0 +chambjo03,2008,1,NYA,AL,42,3,0,0,0,0,0,0,0,0,1,1,0,0,1,0,0 +chaveen01,2008,1,NYN,NL,133,270,30,72,10,2,1,12,6,1,17,22,3,0,9,2,6 +chaveer01,2008,1,OAK,AL,23,89,10,22,7,0,2,14,0,0,6,18,0,0,0,0,2 +chaveje01,2008,1,PIT,NL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chavera01,2008,1,PIT,NL,42,116,12,30,4,0,1,10,0,0,4,14,1,1,0,1,2 +cherrro01,2008,1,BAL,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chicoma01,2008,1,WAS,NL,11,13,2,2,0,0,0,0,0,0,0,4,0,0,2,0,0 +choosh01,2008,1,CLE,AL,94,317,68,98,28,3,14,66,4,3,44,78,4,5,0,4,5 +chrisju01,2008,1,NYA,AL,24,40,6,10,3,0,0,6,7,1,3,4,0,0,0,0,1 +chulkvi01,2008,1,SFN,NL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +churcry01,2008,1,NYN,NL,90,319,54,88,14,1,12,49,2,3,33,83,3,3,1,3,9 +cintral01,2008,1,BAL,AL,61,133,12,38,5,1,1,10,0,2,7,15,0,0,4,0,5 +clarkbr02,2008,1,NYN,NL,7,8,0,2,0,0,0,1,1,0,1,2,0,1,1,0,1 +clarkho02,2008,1,MIN,AL,4,8,0,2,2,0,0,1,0,0,0,2,0,0,0,0,0 +clarkto02,2008,1,SDN,NL,70,88,5,21,3,0,1,11,0,0,19,32,0,0,0,0,2 +clarkto02,2008,2,ARI,NL,38,63,7,13,2,0,2,13,0,0,12,23,1,1,0,1,6 +clemeje01,2008,1,SEA,AL,66,203,17,46,10,1,5,23,0,1,15,63,0,5,0,1,4 +clevlbr01,2008,1,DET,AL,11,24,4,5,0,0,0,1,0,0,3,8,0,0,1,0,0 +clippty01,2008,1,WAS,NL,2,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +coatsbu01,2008,1,TOR,AL,8,5,0,1,0,0,0,0,1,0,1,2,0,0,0,0,0 +coffeto01,2008,1,CIN,NL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +coffeto01,2008,2,MIL,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cokeph01,2008,1,NYA,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +colomje01,2008,1,WAS,NL,61,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +colonba01,2008,1,BOS,AL,7,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +condrcl01,2008,1,PHI,NL,56,3,1,1,1,0,0,0,0,0,0,2,0,0,0,0,0 +conrabr01,2008,1,OAK,AL,6,19,0,3,1,0,0,2,0,0,0,9,0,0,0,0,1 +contrjo01,2008,1,CHA,AL,20,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +cookaa01,2008,1,COL,NL,37,60,1,14,1,0,0,4,0,0,2,21,0,0,16,0,0 +coraal01,2008,1,BOS,AL,75,152,14,41,8,2,0,9,1,1,16,13,1,9,1,1,3 +corcoro01,2008,1,SEA,AL,50,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +cordech01,2008,1,WAS,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cordefr01,2008,1,CIN,NL,72,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1 +coreybr01,2008,1,BOS,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +coreybr01,2008,2,SDN,NL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cormila01,2008,1,BAL,AL,45,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +corpama01,2008,1,COL,NL,76,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +correke01,2008,1,SFN,NL,25,27,1,3,0,0,0,2,0,0,1,12,0,0,3,0,0 +costech01,2008,1,PHI,NL,98,274,28,72,17,0,9,36,0,1,16,51,1,10,3,2,7 +cottsne01,2008,1,CHN,NL,50,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +counscr01,2008,1,MIL,NL,110,248,31,56,14,1,1,14,3,1,46,42,1,5,1,2,5 +crabbca01,2008,1,SDN,NL,21,34,4,6,1,0,0,2,1,0,4,6,0,1,0,0,0 +crainje01,2008,1,MIN,AL,66,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +crawfca02,2008,1,TBA,AL,109,443,69,121,12,10,8,57,25,7,30,60,1,2,0,5,10 +credejo01,2008,1,CHA,AL,97,335,41,83,18,1,17,55,0,3,30,45,0,4,0,4,10 +crispco01,2008,1,BOS,AL,118,361,55,102,18,3,7,41,20,7,35,59,0,1,8,4,6 +crosbbo01,2008,1,OAK,AL,145,556,66,132,39,1,7,61,7,3,47,96,0,0,0,2,18 +crucefr01,2008,1,DET,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cruzjo02,2008,1,HOU,NL,38,49,6,6,1,0,0,1,0,0,11,9,0,0,0,0,0 +cruzju02,2008,1,ARI,NL,57,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cruzlu01,2008,1,PIT,NL,22,67,6,15,3,0,0,3,1,1,3,2,0,2,2,0,3 +cruzne02,2008,1,TEX,AL,31,115,19,38,9,1,7,26,3,1,17,28,2,1,0,0,1 +cuddymi01,2008,1,MIN,AL,71,249,30,62,13,4,3,36,5,1,25,40,4,5,0,0,7 +cuetojo01,2008,1,CIN,NL,32,45,4,2,0,0,0,1,0,0,2,15,0,1,8,0,0 +cunniaa01,2008,1,OAK,AL,22,80,7,20,7,1,1,14,2,0,6,24,1,1,0,0,1 +custja01,2008,1,OAK,AL,148,481,77,111,19,0,33,77,0,0,111,197,3,2,0,4,7 +damonjo01,2008,1,NYA,AL,143,555,95,168,27,5,17,71,29,8,64,82,0,1,2,1,5 +danksjo01,2008,1,CHA,AL,33,6,0,1,0,0,0,0,0,0,1,2,0,0,0,0,1 +dantoja01,2008,1,ARI,NL,18,17,2,3,0,0,0,1,0,0,2,4,0,0,0,0,0 +davieky01,2008,1,KCA,AL,21,2,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +davisch02,2008,1,TEX,AL,80,295,51,84,23,2,17,55,1,2,20,88,1,1,0,1,5 +davisdo02,2008,1,ARI,NL,26,42,0,4,0,0,0,3,0,0,0,13,0,0,8,0,1 +davisja02,2008,1,PIT,NL,14,8,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +davisra01,2008,1,SFN,NL,12,18,2,1,0,0,0,0,4,0,1,6,0,0,0,0,0 +davisra01,2008,2,OAK,AL,101,196,28,51,5,4,3,19,25,6,7,34,0,1,2,1,1 +dejesda01,2008,1,KCA,AL,135,518,70,159,25,7,12,73,11,8,46,71,3,5,4,4,10 +delaceu01,2008,1,FLO,NL,6,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +delarjo01,2008,1,COL,NL,28,40,2,6,0,0,0,6,0,0,0,14,0,0,4,1,0 +delcama01,2008,1,BOS,AL,73,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +delgaca01,2008,1,NYN,NL,159,598,96,162,32,1,38,115,1,1,72,124,19,8,0,8,16 +delgaje01,2008,1,FLO,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +delluda01,2008,1,CLE,AL,113,336,41,80,19,2,11,47,3,2,24,76,1,11,0,4,12 +delosva01,2008,1,COL,NL,2,3,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +dempsry01,2008,1,CHN,NL,33,61,4,10,2,0,0,2,0,0,2,19,0,0,19,0,1 +denketr01,2008,1,SFN,NL,24,37,6,9,4,1,1,3,0,0,5,10,0,0,0,0,0 +denorch01,2008,1,OAK,AL,29,62,10,18,3,0,1,9,2,0,6,16,0,1,2,0,3 +derosma01,2008,1,CHN,NL,149,505,103,144,30,3,21,87,6,0,69,106,0,9,2,8,9 +desalma01,2008,1,ATL,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +desseel01,2008,1,ATL,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +devinjo01,2008,1,OAK,AL,42,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dewitbl01,2008,1,LAN,NL,117,368,45,97,13,2,9,52,3,0,45,68,9,3,0,5,6 +diazjo01,2008,1,TEX,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +diazma02,2008,1,ATL,NL,43,135,9,33,2,0,2,14,4,2,3,32,0,1,0,1,4 +diazro01,2008,1,TOR,AL,1,4,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +diazro01,2008,2,PIT,NL,2,6,0,3,0,0,0,1,1,0,0,1,0,0,0,0,0 +dickech01,2008,1,CIN,NL,31,102,20,31,9,2,6,15,5,3,17,35,0,2,1,0,0 +dickera01,2008,1,SEA,AL,32,4,1,1,0,0,0,0,0,0,0,0,0,0,0,0,1 +difelma01,2008,1,MIL,NL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0 +difelmi01,2008,1,TBA,AL,7,20,1,6,1,0,0,4,0,0,1,1,0,1,0,0,0 +dillati01,2008,1,MIL,NL,13,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +dillojo02,2008,1,MIL,NL,56,75,13,16,3,0,1,6,1,0,13,21,0,1,1,0,1 +dinarle01,2008,1,OAK,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dobbsgr01,2008,1,PHI,NL,128,226,30,68,14,1,9,40,3,1,11,40,1,1,0,2,4 +dohmasc01,2008,1,TBA,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dolsifr01,2008,1,DET,AL,42,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +donnebr01,2008,1,CLE,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +doteloc01,2008,1,CHA,AL,72,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +doumiry01,2008,1,PIT,NL,116,431,71,137,34,0,15,69,2,2,23,55,4,6,0,5,10 +downssc01,2008,1,TOR,AL,66,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +drewjd01,2008,1,BOS,AL,109,368,79,103,23,4,19,64,4,1,79,80,5,4,0,5,11 +drewst01,2008,1,ARI,NL,152,611,91,178,44,11,21,67,3,3,41,109,6,1,3,7,5 +duchsju01,2008,1,OAK,AL,22,6,0,0,0,0,0,0,0,0,0,6,0,0,0,0,0 +duckwbr01,2008,1,KCA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dukesel01,2008,1,WAS,NL,81,276,48,73,16,2,13,44,13,4,50,79,1,6,0,2,10 +dukeza01,2008,1,PIT,NL,32,57,2,9,0,0,0,1,0,0,2,20,0,0,6,0,0 +dumatph01,2008,1,PIT,NL,21,21,0,1,0,0,0,1,0,0,0,7,0,0,5,0,0 +duncach01,2008,1,SLN,NL,76,222,26,55,8,0,6,27,2,1,34,52,3,0,0,1,9 +duncash01,2008,1,NYA,AL,23,57,7,10,3,0,1,6,0,0,7,13,0,0,0,1,1 +dunnad01,2008,1,CIN,NL,114,373,58,87,14,0,32,74,1,1,80,120,6,6,0,5,4 +dunnad01,2008,2,ARI,NL,44,144,21,35,9,0,8,26,1,0,42,44,7,1,0,0,3 +durange01,2008,1,TEX,AL,60,143,22,33,6,1,3,16,1,1,7,32,0,2,5,1,4 +durbich01,2008,1,PHI,NL,71,9,0,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +durhara01,2008,1,SFN,NL,87,263,43,77,23,0,3,32,6,2,38,49,0,2,0,1,6 +durhara01,2008,2,MIL,NL,41,107,21,30,12,0,3,13,2,2,15,23,1,0,0,0,1 +dyeje01,2008,1,CHA,AL,154,590,96,172,41,2,34,96,3,2,44,104,3,6,0,5,18 +easleda01,2008,1,NYN,NL,113,316,33,85,10,2,6,44,0,0,19,38,0,7,2,3,15 +eatonad01,2008,1,PHI,NL,23,28,1,5,2,0,0,1,0,0,5,6,0,0,3,0,0 +eckstda01,2008,1,TOR,AL,76,260,27,72,18,0,1,23,2,1,24,27,1,8,9,2,6 +eckstda01,2008,2,ARI,NL,18,64,5,14,3,0,1,4,0,0,7,5,0,1,0,1,1 +edmonji01,2008,1,SDN,NL,26,90,6,16,2,0,1,6,2,1,10,24,1,1,1,1,1 +edmonji01,2008,2,CHN,NL,85,250,47,64,17,2,19,49,0,1,45,58,2,1,0,2,7 +ekstrmi01,2008,1,SDN,NL,8,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +elartsc01,2008,1,CLE,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +elbersc01,2008,1,LAN,NL,10,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ellisaj01,2008,1,LAN,NL,4,3,1,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +ellisja01,2008,1,TEX,AL,9,13,5,3,0,0,0,2,0,0,1,1,0,0,0,0,0 +ellisma01,2008,1,OAK,AL,117,442,55,103,20,3,12,41,14,2,53,65,2,5,5,2,11 +ellsbja01,2008,1,BOS,AL,145,554,98,155,22,7,9,47,50,11,41,80,2,7,4,3,9 +embreal01,2008,1,OAK,AL,70,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +encared01,2008,1,CIN,NL,146,506,75,127,29,1,26,68,1,0,61,102,1,10,0,5,13 +ensbemo01,2008,1,NYA,AL,28,74,6,15,0,0,1,4,0,1,6,22,0,0,0,0,1 +erstada01,2008,1,HOU,NL,140,322,49,89,16,0,4,31,2,3,14,68,3,2,2,2,3 +escobal02,2008,1,MIL,NL,9,4,2,2,0,0,0,0,0,0,0,1,0,0,0,0,0 +escobyu01,2008,1,ATL,NL,136,514,71,148,24,2,10,60,2,5,59,62,4,5,7,2,24 +espinge01,2008,1,SFN,NL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +estessh01,2008,1,SDN,NL,11,9,1,2,1,0,0,0,0,0,0,3,0,0,5,0,0 +estrajo01,2008,1,WAS,NL,23,53,0,9,0,0,0,4,0,0,1,4,0,1,0,0,0 +estrama01,2008,1,WAS,NL,11,0,1,0,0,0,0,0,0,0,1,0,0,0,1,0,0 +ethiean01,2008,1,LAN,NL,141,525,90,160,38,5,20,77,6,3,59,88,0,4,1,7,6 +evansni01,2008,1,NYN,NL,50,109,18,28,10,0,2,9,0,0,7,24,2,1,0,2,1 +evelada01,2008,1,OAK,AL,29,4,0,1,0,0,0,0,0,0,1,2,0,0,1,0,1 +everead01,2008,1,MIN,AL,48,127,19,27,6,1,2,20,0,0,12,15,1,1,6,4,0 +eyresc01,2008,1,CHN,NL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +eyresc01,2008,2,PHI,NL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +faheybr01,2008,1,BAL,AL,58,106,8,24,9,2,0,12,0,0,3,25,0,1,2,1,3 +falkebr01,2008,1,LAN,NL,16,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +falkebr01,2008,2,SDN,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +farnsky01,2008,1,NYA,AL,45,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +farnsky01,2008,2,DET,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fasansa01,2008,1,CLE,AL,15,46,5,12,4,0,0,6,0,0,3,17,0,3,1,1,1 +feierry01,2008,1,SEA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +feldmsc01,2008,1,TEX,AL,28,3,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +felicpe01,2008,1,NYN,NL,86,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +felizpe01,2008,1,PHI,NL,133,425,43,106,19,2,14,58,0,0,33,54,3,0,3,2,14 +fieldjo02,2008,1,CHA,AL,14,32,3,5,1,0,0,2,0,0,3,17,0,0,0,0,0 +fieldpr01,2008,1,MIL,NL,159,588,86,162,30,2,34,102,3,2,84,134,19,12,0,10,12 +figgich01,2008,1,LAA,AL,116,453,72,125,14,1,1,22,34,13,62,80,3,3,2,0,7 +figuene01,2008,1,NYN,NL,16,12,0,1,0,0,0,0,0,0,2,6,0,0,1,0,0 +fioreje01,2008,1,OAK,AL,2,1,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0 +floreje02,2008,1,WAS,NL,90,301,23,77,18,1,8,59,0,1,15,78,1,4,0,4,7 +florera01,2008,1,SLN,NL,43,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +floydcl01,2008,1,TBA,AL,80,246,32,66,13,0,11,39,1,0,28,58,2,5,0,5,4 +floydga01,2008,1,CHA,AL,33,3,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +foggjo01,2008,1,CIN,NL,23,22,3,3,1,0,0,0,0,0,1,9,0,0,3,0,0 +fontemi01,2008,1,CHN,NL,119,243,42,74,22,1,9,40,2,0,34,51,2,3,3,1,1 +fossuca01,2008,1,DET,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +foulkke01,2008,1,OAK,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fowlede01,2008,1,COL,NL,13,26,3,4,0,0,0,0,0,1,0,5,0,1,0,0,0 +foxch02,2008,1,CHN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +francbe01,2008,1,CLE,AL,121,447,65,119,32,0,15,54,4,3,40,86,0,6,2,4,10 +francfr01,2008,1,TEX,AL,58,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +francje01,2008,1,COL,NL,25,39,1,5,1,0,0,1,0,0,0,11,0,0,10,0,0 +francje02,2008,1,ATL,NL,155,599,70,143,33,3,11,71,0,1,39,111,5,10,0,4,18 +frandke01,2008,1,SFN,NL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +frankry01,2008,1,SLN,NL,74,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +frasoja01,2008,1,TOR,AL,49,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +freelry01,2008,1,CIN,NL,48,131,17,39,8,0,0,10,6,4,8,18,0,1,2,1,3 +fuentbr01,2008,1,COL,NL,67,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fukudko01,2008,1,CHN,NL,150,501,79,129,25,3,10,58,12,4,81,104,9,1,2,5,7 +fukumka01,2008,1,TEX,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fulchje01,2008,1,KCA,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +furcara01,2008,1,LAN,NL,36,143,34,51,12,2,5,16,8,3,20,17,0,1,0,0,3 +gabbaka01,2008,1,TEX,AL,12,4,0,1,0,0,0,0,0,0,0,1,0,0,0,0,1 +gagneer01,2008,1,MIL,NL,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +galarar01,2008,1,DET,AL,30,2,2,0,0,0,0,0,0,0,3,1,0,0,1,0,0 +gallase01,2008,1,CHN,NL,12,10,0,0,0,0,0,0,0,0,0,6,0,0,3,0,0 +gallase01,2008,2,OAK,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gallayo01,2008,1,MIL,NL,4,9,0,1,1,0,0,0,0,0,0,1,0,0,0,0,0 +gamelma01,2008,1,MIL,NL,2,2,0,1,1,0,0,0,0,0,0,1,0,0,0,0,0 +garcifr02,2008,1,DET,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +garcija01,2008,1,OAK,AL,51,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +garcija02,2008,1,SLN,NL,10,1,0,0,0,0,0,0,0,0,2,1,0,0,0,0,0 +garcino01,2008,1,LAN,NL,55,163,24,43,9,0,8,28,1,1,15,11,2,1,0,2,12 +gardnbr01,2008,1,NYA,AL,42,127,18,29,5,2,0,16,13,1,8,30,0,2,3,1,0 +gardnle01,2008,1,FLO,NL,7,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +garkory01,2008,1,CLE,AL,141,495,61,135,21,1,14,90,0,0,45,86,1,15,0,8,10 +garlajo01,2008,1,LAA,AL,32,2,0,0,0,0,0,1,0,0,1,0,0,0,0,0,0 +garzama01,2008,1,TBA,AL,30,4,0,0,0,0,0,0,0,0,1,3,0,0,1,0,0 +gathrjo01,2008,1,KCA,AL,105,279,41,71,3,1,0,22,21,4,20,40,0,4,10,2,3 +gaudich01,2008,1,OAK,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gaudich01,2008,2,CHN,NL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gearyge01,2008,1,HOU,NL,55,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1 +geerjo01,2008,1,SDN,NL,5,9,1,1,0,0,0,1,0,0,1,4,0,0,0,0,0 +germaes01,2008,1,KCA,AL,89,216,30,53,14,3,0,22,7,3,18,42,1,1,4,3,5 +germafr01,2008,1,TEX,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +germaju01,2008,1,SDN,NL,12,9,1,4,1,0,0,1,0,0,0,3,0,0,3,0,0 +gerutjo01,2008,1,SDN,NL,100,328,46,97,15,4,14,43,6,4,28,52,0,0,0,0,1 +getzch01,2008,1,CHA,AL,10,7,2,2,0,0,0,1,1,1,0,1,0,0,0,0,0 +giambja01,2008,1,NYA,AL,145,458,68,113,19,1,32,96,2,1,76,111,5,22,0,9,6 +gieseda01,2008,1,NYA,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gilesbr02,2008,1,SDN,NL,147,559,81,171,40,4,12,63,2,2,87,52,2,2,0,5,18 +gillaco01,2008,1,SFN,NL,8,5,1,1,0,0,0,0,0,0,2,0,0,0,0,0,0 +gintema01,2008,1,CLE,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +glaustr01,2008,1,SLN,NL,151,544,69,147,33,1,27,99,0,1,87,104,3,3,0,3,14 +glavito02,2008,1,ATL,NL,14,19,2,2,0,0,0,1,0,0,3,5,0,0,3,0,0 +gloadro01,2008,1,KCA,AL,122,388,46,106,18,1,3,37,3,4,23,39,4,3,1,3,12 +glovega01,2008,1,TBA,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +glovega01,2008,2,DET,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gobblji01,2008,1,KCA,AL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +golsogr01,2008,1,PHI,NL,6,6,2,0,0,0,0,0,1,0,0,4,0,0,0,0,0 +gomesjo01,2008,1,TBA,AL,77,154,23,28,5,1,8,21,8,1,15,46,1,7,0,1,1 +gomezca01,2008,1,MIN,AL,153,577,79,149,24,7,7,59,33,11,25,142,0,7,3,2,7 +gomezch02,2008,1,PIT,NL,90,183,26,50,8,0,1,20,0,0,13,30,1,1,1,2,3 +gonzaad01,2008,1,SDN,NL,162,616,103,172,32,1,36,119,0,0,74,142,18,7,0,3,24 +gonzaal03,2008,1,NYA,AL,28,52,4,9,2,0,0,1,0,0,4,8,0,0,2,0,4 +gonzaal03,2008,2,WAS,NL,17,49,9,17,6,0,1,9,0,1,4,6,0,1,0,0,2 +gonzaan01,2008,1,CLE,AL,10,24,3,5,0,0,1,2,0,1,6,5,0,0,0,0,1 +gonzaca01,2008,1,OAK,AL,85,302,31,73,22,1,4,26,4,1,13,81,1,0,1,0,7 +gonzaed01,2008,1,ARI,NL,17,10,0,1,1,0,0,2,0,0,0,3,0,0,2,0,0 +gonzaed02,2008,1,SDN,NL,111,325,38,89,15,0,7,33,1,3,25,76,1,2,0,1,11 +gonzaen01,2008,1,SDN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gonzagi01,2008,1,OAK,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gonzalu01,2008,1,FLO,NL,136,341,30,89,26,1,8,47,1,2,41,43,1,0,0,5,10 +gonzami02,2008,1,ATL,NL,36,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gordoal01,2008,1,KCA,AL,134,493,72,128,35,1,16,59,9,2,66,120,5,6,1,5,8 +gordobr01,2008,1,TEX,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gordoto01,2008,1,PHI,NL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gorzeto01,2008,1,PIT,NL,21,28,2,3,0,0,0,3,0,0,2,12,0,0,6,0,1 +gotayru01,2008,1,ATL,NL,88,102,10,24,5,0,2,8,1,1,13,32,0,0,2,0,4 +grabojo02,2008,1,PIT,NL,74,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grandcu01,2008,1,DET,AL,141,553,112,155,26,13,22,66,12,4,71,111,1,3,1,1,7 +grayje02,2008,1,OAK,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +greenkh01,2008,1,SDN,NL,105,389,30,83,15,2,10,35,5,1,22,100,1,5,0,7,7 +greense01,2008,1,SEA,AL,72,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +greggke01,2008,1,FLO,NL,72,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +greinza01,2008,1,KCA,AL,32,7,0,2,1,0,0,0,0,0,0,1,0,0,1,0,1 +griffke02,2008,1,CIN,NL,102,359,51,88,20,1,15,53,0,1,61,64,13,2,0,3,7 +griffke02,2008,2,CHA,AL,41,131,16,34,10,0,3,18,0,0,17,25,1,1,0,1,6 +grillja01,2008,1,DET,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grillja01,2008,2,COL,NL,51,3,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1 +grossga01,2008,1,MIL,NL,16,43,6,9,3,0,0,2,2,0,10,7,0,0,0,1,0 +grossga01,2008,2,TBA,AL,127,302,40,73,13,3,13,38,2,2,40,75,0,2,0,1,6 +grudzma01,2008,1,KCA,AL,86,331,36,99,24,0,3,24,2,1,19,41,1,5,3,2,8 +guarded01,2008,1,TEX,AL,56,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guarded01,2008,2,MIN,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guerrma02,2008,1,MIN,AL,76,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guerrvl01,2008,1,LAA,AL,143,541,85,164,31,3,27,91,5,3,51,77,16,4,0,4,27 +guevaca01,2008,1,SDN,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guillca01,2008,1,DET,AL,113,420,68,120,29,2,10,54,9,3,60,67,3,3,2,4,11 +guilljo01,2008,1,KCA,AL,153,598,66,158,42,1,20,97,2,1,23,106,3,9,0,3,23 +guthrje01,2008,1,BAL,AL,31,5,0,1,1,0,0,0,0,0,0,3,0,0,0,0,0 +gutiefr01,2008,1,CLE,AL,134,399,54,99,26,2,8,41,9,3,27,87,1,8,4,2,10 +guzmaan01,2008,1,CHN,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guzmacr01,2008,1,WAS,NL,138,579,77,183,35,5,9,55,6,5,23,57,1,5,1,4,10 +gwynnto02,2008,1,MIL,NL,29,42,5,8,1,0,0,1,3,1,4,7,0,1,1,1,1 +haegech01,2008,1,SDN,NL,4,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +hafnetr01,2008,1,CLE,AL,57,198,21,39,10,0,5,24,1,1,27,55,6,5,0,3,4 +hairsje02,2008,1,CIN,NL,80,261,47,85,20,2,6,36,15,3,23,36,0,3,8,2,0 +hairssc01,2008,1,SDN,NL,112,326,42,81,18,3,17,31,3,1,28,84,2,3,3,2,2 +hallaro01,2008,1,TOR,AL,34,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +hallbi03,2008,1,MIL,NL,128,404,50,91,22,1,15,55,5,6,37,124,2,3,1,3,4 +hallto02,2008,1,CHA,AL,41,127,7,33,3,0,2,7,0,0,6,19,1,2,1,0,0 +hamelco01,2008,1,PHI,NL,36,76,3,17,2,0,0,3,0,0,0,29,0,1,8,0,0 +hamiljo03,2008,1,TEX,AL,156,624,98,190,35,5,32,130,9,1,64,126,9,7,0,9,8 +hammeja01,2008,1,TBA,AL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hammoro01,2008,1,ARI,NL,18,42,4,8,1,0,0,2,0,0,5,9,1,1,0,0,0 +hampsju01,2008,1,SDN,NL,35,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +hamptmi01,2008,1,ATL,NL,13,24,3,5,2,0,0,4,0,0,2,11,0,0,3,0,0 +hanigry01,2008,1,CIN,NL,31,85,9,23,2,0,2,9,0,0,10,9,1,3,0,0,2 +hannaja01,2008,1,OAK,AL,143,436,48,95,27,0,9,47,2,0,55,131,4,2,3,5,5 +hanrajo01,2008,1,WAS,NL,69,2,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +hansade01,2008,1,BOS,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hansecr01,2008,1,BOS,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hansecr01,2008,2,PIT,NL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +happja01,2008,1,PHI,NL,8,7,0,0,0,0,0,0,0,0,0,4,0,0,2,0,0 +haranaa01,2008,1,CIN,NL,30,54,0,7,1,0,0,2,0,0,0,20,0,0,5,0,1 +harderi01,2008,1,OAK,AL,13,4,0,1,0,0,0,0,0,0,0,1,0,0,1,0,0 +harderi01,2008,2,CHN,NL,12,23,1,2,0,0,0,1,0,0,0,12,0,0,3,0,1 +hardyjj01,2008,1,MIL,NL,146,569,78,161,31,4,24,74,2,1,52,98,3,1,5,2,18 +harenda01,2008,1,ARI,NL,34,76,8,16,7,0,0,6,0,0,3,15,0,0,5,1,1 +harmabr01,2008,1,PHI,NL,6,10,1,1,1,0,0,1,0,0,1,1,0,0,0,0,1 +harribr01,2008,1,MIN,AL,130,434,57,115,29,3,7,49,1,1,39,98,0,4,7,6,13 +harrima01,2008,1,TEX,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +harriwi01,2008,1,WAS,NL,140,367,58,92,14,4,13,43,13,3,50,66,2,3,3,1,8 +hartco01,2008,1,MIL,NL,157,612,76,164,45,6,20,91,23,7,27,109,2,5,4,9,17 +hartke01,2008,1,CHN,NL,21,5,1,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +hattesc01,2008,1,CIN,NL,34,52,3,9,3,0,0,7,0,1,7,7,0,0,0,2,0 +hawkila01,2008,1,NYA,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hawkila01,2008,2,HOU,NL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hawpebr01,2008,1,COL,NL,138,488,69,138,24,3,25,85,2,2,76,134,6,3,0,2,7 +hayhudi01,2008,1,SDN,NL,10,3,0,0,0,0,0,0,0,0,1,3,0,0,0,0,0 +haynena01,2008,1,TBA,AL,20,44,3,10,0,0,0,3,4,1,3,12,0,0,0,0,1 +headlch01,2008,1,SDN,NL,91,331,34,89,19,2,9,38,4,1,30,104,1,5,0,2,5 +heilmaa01,2008,1,NYN,NL,78,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +helmswe01,2008,1,FLO,NL,132,251,28,61,11,0,5,31,0,0,17,65,0,5,0,5,6 +heltoto01,2008,1,COL,NL,83,299,39,79,16,0,7,29,0,0,61,50,8,1,0,0,9 +hendrma01,2008,1,FLO,NL,37,35,4,9,2,1,0,1,0,0,1,21,0,0,1,0,0 +hennebr01,2008,1,SFN,NL,18,8,1,2,1,0,0,1,1,0,0,2,0,0,2,0,0 +hennse01,2008,1,SDN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +henslcl01,2008,1,SDN,NL,32,2,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +hergema01,2008,1,COL,NL,58,3,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +hermije01,2008,1,FLO,NL,142,502,74,125,22,3,17,61,6,1,48,138,5,7,1,1,12 +hernaan01,2008,1,WAS,NL,28,81,11,27,4,0,0,17,0,0,10,8,0,0,0,0,1 +hernafe02,2008,1,SEA,AL,31,1,1,1,0,0,1,4,0,0,0,0,0,0,1,0,0 +hernafe03,2008,1,OAK,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hernali01,2008,1,MIN,AL,23,2,0,1,0,0,0,1,0,0,0,0,0,0,1,0,0 +hernali01,2008,2,COL,NL,8,17,1,4,0,0,0,1,0,0,0,1,0,0,2,0,0 +hernalu01,2008,1,BAL,AL,36,79,9,19,1,0,0,3,2,0,7,11,0,0,3,2,2 +hernami01,2008,1,TBA,AL,5,15,2,3,0,0,0,0,0,0,0,3,0,0,0,0,0 +hernara02,2008,1,BAL,AL,133,463,49,119,22,1,15,65,0,0,32,62,3,5,1,6,9 +hernaru03,2008,1,HOU,NL,4,4,0,1,0,0,0,1,0,0,1,2,0,0,1,0,0 +herreda01,2008,1,CIN,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +herrejo03,2008,1,COL,NL,28,61,5,14,1,1,0,3,1,1,4,10,0,0,1,0,0 +herreyo01,2008,1,PIT,NL,5,7,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +hessmmi01,2008,1,DET,AL,12,27,6,8,1,0,5,7,0,0,2,9,0,2,0,0,0 +hillaa01,2008,1,TOR,AL,55,205,19,54,14,0,2,20,4,2,16,31,0,3,4,1,4 +hillko01,2008,1,CHN,NL,10,21,0,2,1,0,0,1,0,0,0,12,0,0,1,0,0 +hillri01,2008,1,CHN,NL,5,7,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +hillsh01,2008,1,WAS,NL,12,7,0,0,0,0,0,0,0,0,3,2,0,0,5,0,0 +hinckmi01,2008,1,WAS,NL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hinshal01,2008,1,SFN,NL,48,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hinsker01,2008,1,TBA,AL,133,381,59,94,21,1,20,60,10,3,47,88,4,3,0,1,13 +hirshja01,2008,1,COL,NL,4,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +hochelu01,2008,1,KCA,AL,22,3,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +hoffmtr01,2008,1,SDN,NL,48,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hoffpmi01,2008,1,CHN,NL,33,73,14,25,8,0,2,8,1,0,6,24,0,1,0,0,0 +hollima01,2008,1,COL,NL,139,539,107,173,38,2,25,88,28,2,74,104,6,8,0,2,9 +hollimi01,2008,1,DET,AL,11,23,4,6,2,1,1,2,0,0,1,6,0,0,0,1,0 +holmst01,2008,1,SFN,NL,49,84,10,22,9,0,1,6,0,1,10,16,1,3,0,1,3 +hoovepa01,2008,1,FLO,NL,13,40,1,8,1,0,0,2,0,0,2,17,1,0,0,0,2 +hoppeno01,2008,1,CIN,NL,26,50,3,10,0,0,0,1,1,0,5,6,0,1,2,0,0 +horwibr01,2008,1,SFN,NL,21,36,5,8,0,0,2,4,0,0,5,10,0,0,0,1,0 +housejr01,2008,1,HOU,NL,3,3,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0 +howarry01,2008,1,PHI,NL,162,610,105,153,26,4,48,146,1,1,81,199,17,3,0,6,11 +howeljp01,2008,1,TBA,AL,64,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +howrybo01,2008,1,CHN,NL,72,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +huberju01,2008,1,SDN,NL,33,61,5,15,3,0,2,8,0,0,3,19,0,2,1,0,0 +huch01,2008,1,LAN,NL,65,116,16,21,2,2,0,9,2,0,11,23,4,0,2,0,5 +hudsoor01,2008,1,ARI,NL,107,407,54,124,29,3,8,41,4,1,40,62,2,2,3,3,18 +hudsoti01,2008,1,ATL,NL,23,41,2,6,1,0,0,2,0,0,1,14,0,0,7,0,0 +huffau01,2008,1,BAL,AL,154,598,96,182,48,2,32,108,4,0,53,89,7,3,0,7,9 +hugheph01,2008,1,NYA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hulettu01,2008,1,SEA,AL,30,49,2,11,1,0,1,2,0,0,5,17,0,1,1,0,3 +humbeph01,2008,1,MIN,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hundlni01,2008,1,SDN,NL,60,198,21,47,7,1,5,24,0,0,11,52,0,2,0,5,1 +hunteto01,2008,1,LAA,AL,146,551,85,153,37,2,21,78,19,5,50,108,6,6,0,1,15 +hunteto02,2008,1,TEX,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hurleer01,2008,1,TEX,AL,5,2,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +iannech01,2008,1,COL,NL,104,333,50,88,22,2,18,65,0,0,56,92,0,14,2,2,6 +ibanera01,2008,1,SEA,AL,162,635,85,186,43,3,23,110,2,4,64,110,11,3,0,5,13 +igawake01,2008,1,NYA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +iguchta01,2008,1,SDN,NL,81,303,29,70,14,1,2,24,8,1,26,75,0,0,1,0,11 +iguchta01,2008,2,PHI,NL,4,7,0,2,1,0,0,0,0,0,0,0,0,0,0,0,0 +infanom01,2008,1,ATL,NL,96,317,45,93,24,3,3,40,0,1,22,44,2,2,2,5,4 +ingebr01,2008,1,DET,AL,113,347,41,71,16,4,11,51,4,3,43,94,2,8,5,4,4 +inglejo01,2008,1,TOR,AL,109,344,45,102,15,7,3,39,9,2,28,43,0,4,8,1,5 +iribahe01,2008,1,MIL,NL,12,14,1,2,1,0,0,1,0,0,1,3,0,0,0,0,0 +ishiktr01,2008,1,SFN,NL,33,95,12,26,6,0,3,15,1,0,9,27,1,0,0,0,1 +isrinja01,2008,1,SLN,NL,42,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +iwamuak01,2008,1,TBA,AL,152,627,91,172,30,9,6,48,8,6,70,131,3,4,3,3,2 +izturce01,2008,1,SLN,NL,135,414,50,109,10,3,1,24,24,6,29,26,1,6,3,2,6 +izturma01,2008,1,LAA,AL,79,290,44,78,14,2,3,37,11,2,26,27,0,1,2,2,9 +jacksco01,2008,1,ARI,NL,144,540,87,162,31,6,12,75,10,2,59,61,3,9,1,3,14 +jacksed01,2008,1,TBA,AL,32,4,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +jacksza01,2008,1,MIL,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jacksza01,2008,2,CLE,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jacobmi02,2008,1,FLO,NL,141,477,67,118,27,2,32,93,1,0,36,119,10,1,0,5,7 +jamesch03,2008,1,ATL,NL,7,8,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +janispa01,2008,1,CIN,NL,38,80,5,15,2,0,1,6,0,0,7,18,0,2,0,0,2 +jasojo01,2008,1,TBA,AL,5,10,2,2,0,0,0,0,0,0,0,2,0,0,0,0,1 +jenkige01,2008,1,PHI,NL,115,293,27,72,16,0,9,29,1,1,24,68,5,1,0,4,6 +jenksbo01,2008,1,CHA,AL,57,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jennija01,2008,1,TEX,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jepseke01,2008,1,LAA,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jeterde01,2008,1,NYA,AL,150,596,88,179,25,3,11,69,11,5,52,85,0,9,7,4,24 +jimence01,2008,1,SEA,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jimenke01,2008,1,SLN,NL,15,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +jimenub01,2008,1,COL,NL,34,67,1,3,0,0,0,0,0,0,3,28,0,0,7,0,1 +jimerch01,2008,1,SEA,AL,2,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1 +johjike01,2008,1,SEA,AL,112,379,29,86,19,0,7,39,2,0,19,33,1,8,1,2,12 +johnsda06,2008,1,OAK,AL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnsda06,2008,2,TBA,AL,10,25,3,5,0,0,2,4,0,0,3,7,0,0,0,0,0 +johnsel02,2008,1,TBA,AL,7,19,0,3,0,0,0,0,0,1,0,7,0,0,0,0,0 +johnsja02,2008,1,LAN,NL,16,7,0,0,0,0,0,0,0,0,0,4,0,0,1,0,1 +johnsji04,2008,1,BAL,AL,54,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnsjo09,2008,1,FLO,NL,14,30,1,4,2,0,0,2,0,0,1,18,0,0,3,0,0 +johnske05,2008,1,ATL,NL,150,547,86,157,39,6,12,69,11,6,52,113,2,2,9,4,3 +johnsma02,2008,1,SLN,NL,10,17,1,5,0,0,0,2,0,0,1,2,0,0,0,0,0 +johnsni01,2008,1,WAS,NL,38,109,15,24,8,0,5,20,0,0,33,25,4,4,0,1,2 +johnsra05,2008,1,ARI,NL,30,50,2,7,1,0,0,5,0,0,4,26,0,0,6,0,0 +johnsre02,2008,1,CHN,NL,109,333,52,101,21,0,6,50,5,6,19,68,1,12,5,5,3 +johnsro07,2008,1,SEA,AL,14,31,2,4,0,0,1,2,0,0,0,6,0,0,1,0,1 +jonesad01,2008,1,BAL,AL,132,477,61,129,21,7,9,57,10,3,23,108,0,7,2,5,12 +jonesan01,2008,1,LAN,NL,75,209,21,33,8,1,3,14,0,1,27,76,0,1,0,1,5 +jonesbr02,2008,1,ATL,NL,41,116,16,31,10,1,1,17,1,0,7,28,2,1,3,1,3 +jonesch06,2008,1,ATL,NL,128,439,82,160,24,1,22,75,4,0,90,61,16,1,0,4,13 +jonesja04,2008,1,DET,AL,24,79,10,13,2,1,1,5,0,1,8,18,0,1,0,2,2 +jonesja04,2008,2,FLO,NL,18,37,5,4,0,0,0,2,0,0,6,8,1,0,0,1,1 +jonesto02,2008,1,DET,AL,45,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jorgery01,2008,1,MIN,AL,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +joycema01,2008,1,DET,AL,92,242,40,61,16,3,12,33,0,2,31,65,0,2,0,2,3 +juliojo01,2008,1,CLE,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +juliojo01,2008,2,ATL,NL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jurrjja01,2008,1,ATL,NL,37,58,7,6,0,1,0,0,0,0,6,18,0,0,7,0,0 +kaaihki01,2008,1,KCA,AL,12,21,4,6,0,0,1,1,0,0,3,2,0,0,0,0,0 +kaplega01,2008,1,MIL,NL,96,229,36,69,17,2,8,38,3,1,13,39,0,1,1,1,3 +karstje01,2008,1,PIT,NL,9,14,3,2,0,0,0,0,0,0,2,8,0,0,2,0,0 +kazmase01,2008,1,SDN,NL,19,39,2,8,1,0,0,2,0,0,5,14,0,0,1,1,0 +kazmisc01,2008,1,TBA,AL,27,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +kearnau01,2008,1,WAS,NL,86,313,40,68,10,0,7,32,2,2,35,63,0,8,0,1,11 +kempma01,2008,1,LAN,NL,155,606,93,176,38,5,18,76,35,11,46,153,6,1,1,3,11 +kendaja01,2008,1,MIL,NL,151,516,46,127,30,2,2,49,8,3,50,45,7,13,6,2,5 +kendrho01,2008,1,LAA,AL,92,340,43,104,26,2,3,37,11,4,12,58,3,4,1,4,8 +kendrky01,2008,1,PHI,NL,32,50,3,5,1,0,0,2,0,0,3,24,0,0,6,0,0 +kennead01,2008,1,SLN,NL,115,339,42,95,17,4,2,36,7,1,21,43,4,1,0,4,13 +kenneia01,2008,1,NYA,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kensilo01,2008,1,FLO,NL,48,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kentje01,2008,1,LAN,NL,121,440,42,123,23,1,12,59,0,1,25,52,1,7,0,2,13 +keppije01,2008,1,CIN,NL,121,459,45,122,24,2,3,43,3,1,30,24,3,2,6,5,14 +kershcl01,2008,1,LAN,NL,22,29,1,2,0,0,0,0,0,0,0,13,0,0,9,0,0 +kingra01,2008,1,WAS,NL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kinnejo01,2008,1,SLN,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kinslia01,2008,1,TEX,AL,121,518,102,165,41,4,18,71,26,2,45,67,1,6,7,7,12 +knighbr01,2008,1,NYN,NL,4,3,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +kobayma01,2008,1,CLE,AL,57,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +konerpa01,2008,1,CHA,AL,122,438,59,105,19,1,22,62,2,0,65,80,4,7,0,4,17 +korecbo01,2008,1,MIN,AL,16,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +koshajo01,2008,1,COL,NL,18,38,5,8,3,0,3,8,0,0,1,17,0,1,0,0,2 +kotchca01,2008,1,LAA,AL,100,373,47,107,24,0,12,54,2,1,18,23,3,5,0,2,14 +kotchca01,2008,2,ATL,NL,43,152,18,36,4,1,2,20,0,0,18,16,2,4,0,1,4 +kotsama01,2008,1,ATL,NL,88,318,39,92,17,3,6,37,2,3,25,34,2,0,1,1,13 +kotsama01,2008,2,BOS,AL,22,84,6,19,8,1,0,12,0,1,7,11,1,0,0,0,1 +kottage01,2008,1,BOS,AL,3,5,1,1,1,0,0,0,0,0,0,2,0,0,0,0,0 +kouzmke01,2008,1,SDN,NL,154,624,71,162,31,4,23,84,0,0,23,139,3,15,0,6,14 +kubelja01,2008,1,MIN,AL,141,463,74,126,22,5,20,78,0,1,47,91,2,0,0,7,12 +kunzed01,2008,1,NYN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kuoho01,2008,1,LAN,NL,42,12,1,3,1,0,0,0,0,0,0,4,0,0,2,0,0 +kurodhi01,2008,1,LAN,NL,31,54,2,8,1,0,0,2,0,0,5,16,0,0,6,0,1 +lackejo01,2008,1,LAA,AL,24,6,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +laffeaa01,2008,1,CLE,AL,16,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +lahaibr01,2008,1,SEA,AL,45,136,15,34,4,0,3,10,0,1,13,40,1,0,1,0,4 +lairdge01,2008,1,TEX,AL,95,344,54,95,24,0,6,41,2,4,23,63,2,6,4,4,5 +lambech01,2008,1,DET,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lambmi01,2008,1,MIN,AL,81,236,20,55,12,3,1,32,0,1,17,32,4,0,0,8,3 +lambmi01,2008,2,MIL,NL,11,11,2,3,0,0,0,0,0,0,0,1,0,0,0,0,0 +langery01,2008,1,WAS,NL,73,111,17,26,5,2,3,12,2,0,25,31,1,1,2,0,1 +lannajo01,2008,1,WAS,NL,31,45,0,1,0,0,0,0,0,0,4,24,0,0,6,0,1 +larisje01,2008,1,DET,AL,42,104,12,27,6,0,2,16,2,2,7,34,0,0,0,0,2 +larocad01,2008,1,PIT,NL,136,492,66,133,32,3,25,85,1,1,54,122,7,2,0,6,9 +larocan01,2008,1,LAN,NL,27,59,6,12,1,0,2,6,0,0,10,7,0,0,0,0,5 +larocan01,2008,2,PIT,NL,49,164,11,25,4,0,3,12,2,0,14,30,1,2,2,1,3 +larueja01,2008,1,SLN,NL,61,164,17,35,8,1,4,21,0,0,15,20,1,5,3,2,6 +leagubr01,2008,1,TOR,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leblawa01,2008,1,SDN,NL,5,8,0,3,0,0,0,0,0,0,0,3,0,0,1,0,0 +ledezwi01,2008,1,SDN,NL,25,10,1,0,0,0,0,0,0,0,1,6,0,0,2,0,0 +ledezwi01,2008,2,ARI,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leeca01,2008,1,HOU,NL,115,436,61,137,27,0,28,100,4,1,37,49,7,3,0,5,8 +leecl02,2008,1,CLE,AL,31,5,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +leede02,2008,1,CHN,NL,155,623,93,181,41,3,20,90,8,2,71,119,3,0,0,4,27 +lestejo01,2008,1,BOS,AL,33,5,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +lewisfr02,2008,1,SFN,NL,133,468,81,132,25,11,9,40,21,7,51,124,3,0,0,2,5 +lewisje01,2008,1,CLE,AL,51,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lewissc02,2008,1,CLE,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lidgebr01,2008,1,PHI,NL,72,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +liebejo01,2008,1,CHN,NL,26,5,0,0,0,0,0,0,0,0,0,4,0,0,1,0,0 +lillibr01,2008,1,ATL,NL,29,80,9,16,6,1,1,8,2,0,3,23,0,1,1,0,0 +lillyte01,2008,1,CHN,NL,34,62,2,11,2,0,0,5,1,0,1,29,0,0,12,0,0 +linceti01,2008,1,SFN,NL,34,70,7,11,1,1,0,5,0,0,5,32,0,0,6,0,1 +lincomi01,2008,1,CIN,NL,64,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lindad01,2008,1,TOR,AL,88,326,48,92,16,4,9,40,2,0,16,59,3,2,1,4,8 +lindsma01,2008,1,FLO,NL,66,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +linebsc01,2008,1,CHA,AL,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +liriafr01,2008,1,MIN,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +litscje01,2008,1,TOR,AL,29,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +littlwe01,2008,1,TEX,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lizra01,2008,1,BAL,AL,17,6,1,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +loaizes01,2008,1,LAN,NL,7,6,1,2,0,0,0,1,0,0,0,1,0,0,3,0,1 +loaizes01,2008,2,CHA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +loducpa01,2008,1,WAS,NL,46,139,13,32,7,0,0,12,1,0,9,9,0,5,0,0,9 +loducpa01,2008,2,FLO,NL,21,34,3,10,2,0,0,3,0,0,6,2,0,0,0,0,1 +loeka01,2008,1,TEX,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +loewead01,2008,1,BAL,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +loganbo02,2008,1,CHA,AL,55,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lohseky01,2008,1,SLN,NL,33,63,1,7,1,0,0,5,0,1,0,20,0,0,9,0,0 +loneyja01,2008,1,LAN,NL,161,595,66,172,35,6,13,90,7,4,45,85,6,3,1,7,25 +longoev01,2008,1,TBA,AL,122,448,67,122,31,2,27,85,7,0,46,122,4,6,0,8,8 +loopebr01,2008,1,SLN,NL,42,63,5,16,3,1,0,4,0,0,4,21,0,0,13,0,3 +lopezaq01,2008,1,DET,AL,48,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lopezfe01,2008,1,WAS,NL,100,325,34,76,20,0,2,25,4,5,32,54,1,2,2,2,13 +lopezfe01,2008,2,SLN,NL,43,156,30,60,8,2,4,21,4,3,11,28,1,1,0,1,0 +lopezja02,2008,1,BOS,AL,70,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +lopezjo01,2008,1,SEA,AL,159,644,80,191,41,1,17,89,6,3,27,67,5,1,6,9,14 +loretma01,2008,1,HOU,NL,101,261,27,73,15,0,4,38,0,0,29,30,1,2,0,5,9 +louxsh01,2008,1,LAA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lowede01,2008,1,LAN,NL,34,65,4,9,0,0,0,5,0,0,3,20,0,0,7,0,0 +lowelmi01,2008,1,BOS,AL,113,419,58,115,27,0,17,73,2,2,38,61,2,5,0,6,14 +lowema01,2008,1,SEA,AL,57,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +lowerde01,2008,1,KCA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lowrije01,2008,1,BOS,AL,81,260,34,67,25,3,2,46,1,0,35,68,0,1,2,8,8 +ludwiry01,2008,1,SLN,NL,152,538,104,161,40,3,37,113,4,4,62,146,3,8,1,8,8 +lugoju01,2008,1,BOS,AL,82,261,27,70,13,0,1,22,12,4,34,51,0,4,3,5,13 +lunahe01,2008,1,TOR,AL,2,1,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0 +lyonbr01,2008,1,ARI,NL,61,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +macdomi01,2008,1,CHA,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +maciadr01,2008,1,SDN,NL,17,20,2,4,0,0,2,5,0,0,2,6,0,0,1,2,1 +mackoro01,2008,1,WAS,NL,38,53,7,7,1,0,1,4,0,0,8,17,0,1,0,1,1 +macrima01,2008,1,MIN,AL,18,34,3,11,1,0,1,4,1,1,2,10,0,0,0,0,0 +maddugr01,2008,1,SDN,NL,27,42,1,5,0,0,0,2,1,0,1,14,0,0,6,0,0 +maddugr01,2008,2,LAN,NL,7,13,0,1,0,0,0,1,0,0,0,1,0,0,0,0,1 +madriwa01,2008,1,TEX,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +madsory01,2008,1,PHI,NL,76,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +mahayro01,2008,1,KCA,AL,57,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +maholpa01,2008,1,PIT,NL,31,65,4,8,0,0,0,3,0,0,6,28,0,0,2,0,2 +maiermi01,2008,1,KCA,AL,34,91,9,26,1,1,0,9,0,2,2,18,0,2,2,0,3 +mainejo01,2008,1,NYN,NL,26,46,3,5,0,0,0,3,0,0,6,23,0,0,5,0,0 +majewga01,2008,1,CIN,NL,37,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mannich01,2008,1,WAS,NL,57,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +marcush01,2008,1,TOR,AL,25,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +markani01,2008,1,BAL,AL,157,595,106,182,48,1,20,87,10,7,99,113,7,2,0,1,10 +marmoca01,2008,1,CHN,NL,82,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +marquja01,2008,1,CHN,NL,39,59,8,12,3,0,2,10,0,0,3,17,0,0,4,0,0 +marshse01,2008,1,CHN,NL,34,15,0,5,0,0,0,1,0,0,0,7,0,0,0,0,1 +marsolo01,2008,1,PHI,NL,1,4,2,2,0,0,1,2,0,0,0,2,0,0,0,0,0 +martean01,2008,1,CLE,AL,80,235,21,52,11,1,3,17,1,2,14,52,0,1,7,0,5 +marteda01,2008,1,PIT,NL,47,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +marteda01,2008,2,NYA,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +martipe02,2008,1,NYN,NL,20,39,3,6,1,0,0,4,0,0,0,15,0,0,7,0,0 +martira03,2008,1,NYN,NL,7,16,0,4,3,0,0,3,0,0,2,3,0,0,0,0,1 +martiru01,2008,1,LAN,NL,155,553,87,155,25,0,13,69,18,6,90,83,8,5,0,2,16 +martish01,2008,1,WAS,NL,5,7,0,0,0,0,0,0,0,0,1,2,0,0,0,0,0 +martivi01,2008,1,CLE,AL,73,266,30,74,17,0,2,35,0,0,24,32,4,1,0,3,12 +masseni01,2008,1,CHA,AL,32,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +masseni01,2008,2,CIN,NL,10,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +masteju01,2008,1,BOS,AL,36,5,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +mastnto01,2008,1,CLE,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mathejo02,2008,1,SLN,NL,54,133,20,32,7,0,8,18,1,0,12,32,1,1,0,1,2 +mathido01,2008,1,TEX,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mathije01,2008,1,LAA,AL,94,283,35,55,8,0,9,42,2,2,30,90,4,3,8,4,1 +matosos01,2008,1,SFN,NL,20,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +matsuda01,2008,1,BOS,AL,29,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +matsuhi01,2008,1,NYA,AL,93,337,43,99,17,0,9,45,0,0,38,47,6,3,0,0,10 +matsuka01,2008,1,HOU,NL,96,375,58,110,26,3,6,33,20,5,37,53,0,0,7,3,3 +matthga02,2008,1,LAA,AL,127,426,53,103,19,3,8,46,8,3,45,95,2,4,0,2,12 +mauerjo01,2008,1,MIN,AL,146,536,98,176,31,4,9,85,1,1,84,50,8,1,1,11,21 +maybica01,2008,1,FLO,NL,8,32,9,16,2,0,0,2,4,0,3,8,0,0,1,0,0 +maysoed01,2008,1,HOU,NL,7,7,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +mazalu01,2008,1,LAN,NL,45,79,7,18,1,0,1,4,0,0,5,11,0,1,3,0,5 +mcanupa01,2008,1,SDN,NL,66,135,9,28,7,1,3,13,0,0,26,41,2,2,0,1,0 +mccanbr01,2008,1,ATL,NL,145,509,68,153,42,1,23,87,5,0,57,64,4,4,0,3,17 +mccarbr01,2008,1,TEX,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcclasc01,2008,1,SFN,NL,14,33,7,9,1,0,2,7,0,1,5,8,0,0,0,0,0 +mccleky01,2008,1,SLN,NL,68,5,0,0,0,0,0,0,0,0,0,4,0,0,1,0,0 +mccluse01,2008,1,MIL,NL,37,19,2,5,1,0,0,0,0,0,0,10,0,0,2,0,0 +mccrobo01,2008,1,BAL,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcdonja03,2008,1,LAN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcdonjo03,2008,1,TOR,AL,84,186,21,39,8,0,1,18,3,1,10,25,0,2,7,2,3 +mcgehca01,2008,1,CHN,NL,9,24,1,4,1,0,0,5,0,0,0,8,0,0,0,1,1 +mcgowdu01,2008,1,TOR,AL,19,3,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +mclouna01,2008,1,PIT,NL,152,597,113,165,46,4,26,94,23,3,65,93,11,12,5,6,5 +mcpheda01,2008,1,FLO,NL,11,11,3,2,2,0,0,0,0,0,4,5,1,0,0,0,0 +mechegi01,2008,1,KCA,AL,34,4,1,1,0,0,0,1,0,0,0,1,0,0,0,0,0 +meddebr01,2008,1,ARI,NL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +meekev01,2008,1,PIT,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +melhuad01,2008,1,TEX,AL,8,20,1,4,0,0,0,1,0,0,2,11,0,0,0,0,0 +melhuad01,2008,2,COL,NL,7,10,2,1,1,0,0,1,0,0,0,4,0,0,0,0,0 +meloajo01,2008,1,CLE,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +menchke01,2008,1,TOR,AL,51,115,18,28,11,1,0,10,2,0,14,18,2,0,0,2,3 +mendolu01,2008,1,TEX,AL,25,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +merckke01,2008,1,CIN,NL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +meredcl01,2008,1,SDN,NL,73,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +messera01,2008,1,SEA,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +metcatr01,2008,1,TEX,AL,23,56,11,13,2,0,6,14,0,0,3,12,0,1,0,1,2 +meyerda02,2008,1,OAK,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +michaja01,2008,1,CLE,AL,21,58,3,12,4,0,0,9,1,1,4,13,0,1,1,3,0 +michaja01,2008,2,PIT,NL,102,228,25,52,9,1,8,44,1,0,23,52,0,1,1,1,9 +mickoka01,2008,1,BAL,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mientdo01,2008,1,PIT,NL,125,285,37,79,19,2,2,30,0,0,44,28,3,2,0,3,6 +mijarjo01,2008,1,MIN,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +milesaa01,2008,1,SLN,NL,134,379,49,120,15,2,4,31,3,3,23,37,2,0,5,1,13 +millake01,2008,1,BAL,AL,145,531,73,124,25,0,20,72,0,1,71,93,3,2,0,6,8 +millean01,2008,1,FLO,NL,29,30,1,2,0,0,0,3,0,0,0,16,0,0,2,0,0 +milleco01,2008,1,ATL,NL,31,60,4,5,0,0,1,5,0,0,5,15,0,0,1,1,2 +milleja04,2008,1,FLO,NL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +milleji02,2008,1,BAL,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +milleju01,2008,1,FLO,NL,46,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +millela02,2008,1,WAS,NL,138,523,65,140,24,2,14,61,24,9,38,96,1,14,5,7,19 +milletr02,2008,1,TBA,AL,68,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +millwke01,2008,1,TEX,AL,29,4,1,1,1,0,0,0,0,0,1,2,0,0,1,0,0 +minerza01,2008,1,DET,AL,45,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +miranju01,2008,1,NYA,AL,5,10,2,4,1,0,0,1,0,0,2,4,0,1,0,1,0 +mischpa01,2008,1,SFN,NL,15,9,0,1,0,0,0,1,0,0,1,2,0,0,4,0,0 +mockga01,2008,1,WAS,NL,26,4,0,0,0,0,0,0,0,0,0,3,0,1,1,0,0 +moehlbr01,2008,1,HOU,NL,31,44,1,1,1,0,0,0,0,0,4,27,0,0,2,0,0 +moellch01,2008,1,NYA,AL,41,91,13,21,6,0,1,9,0,0,7,18,1,4,0,1,2 +molinbe01,2008,1,SFN,NL,145,530,46,155,33,0,16,95,0,0,19,38,5,9,0,11,23 +molingu01,2008,1,NYN,NL,2,7,0,1,0,0,0,0,0,0,1,1,0,0,0,0,0 +molinjo01,2008,1,NYA,AL,100,268,32,58,17,0,3,18,0,0,12,52,0,6,8,3,9 +molinya01,2008,1,SLN,NL,124,444,37,135,18,0,7,56,0,2,32,29,4,1,3,5,21 +monrocr01,2008,1,MIN,AL,58,163,22,33,9,0,8,29,0,1,16,48,1,0,0,0,3 +montalu01,2008,1,BAL,AL,38,112,18,33,6,1,3,14,0,0,4,20,0,0,0,1,0 +montemi01,2008,1,ARI,NL,70,184,24,47,16,1,5,18,0,0,19,49,3,2,1,1,1 +montzlu01,2008,1,WAS,NL,10,21,2,3,0,0,1,3,0,0,5,9,0,0,0,0,0 +mooresc02,2008,1,BAL,AL,4,8,1,1,0,0,1,1,0,0,1,3,0,0,0,0,0 +moralfr01,2008,1,COL,NL,5,10,1,1,0,0,0,0,0,0,0,2,0,0,1,0,1 +moralke01,2008,1,LAA,AL,27,61,7,13,2,0,3,8,0,1,4,7,0,1,0,0,3 +morame01,2008,1,BAL,AL,135,513,77,146,29,2,23,104,3,7,37,70,3,11,3,6,14 +morgany01,2008,1,PIT,NL,58,160,26,47,13,0,0,7,9,5,10,32,0,3,1,1,0 +morilju01,2008,1,COL,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +morneju01,2008,1,MIN,AL,163,623,97,187,47,4,23,129,0,1,76,85,16,3,0,10,20 +morrima01,2008,1,PIT,NL,5,7,0,2,1,0,0,1,0,0,0,4,0,0,0,0,0 +morrobr01,2008,1,SEA,AL,45,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +morsemi01,2008,1,SEA,AL,5,9,0,2,1,0,0,0,0,0,1,4,0,1,0,0,0 +mortoch02,2008,1,ATL,NL,16,17,0,1,1,0,0,0,0,1,0,9,0,0,3,0,0 +mortoco01,2008,1,SDN,NL,9,15,2,1,0,0,0,1,0,0,2,5,0,0,0,1,0 +moseldu01,2008,1,LAA,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mossbr01,2008,1,BOS,AL,34,78,7,23,5,1,2,11,1,1,6,25,0,0,0,2,0 +mossbr01,2008,2,PIT,NL,45,158,12,35,10,2,6,23,0,1,15,45,1,1,0,3,2 +motagu01,2008,1,MIL,NL,58,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +motteja01,2008,1,SLN,NL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +moyerja01,2008,1,PHI,NL,33,51,4,4,1,0,0,1,0,0,7,19,0,0,12,0,0 +moylape01,2008,1,ATL,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mujiced01,2008,1,CLE,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +muldema01,2008,1,SLN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +munizca01,2008,1,NYN,NL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +murphda07,2008,1,TEX,AL,108,415,64,114,28,3,15,74,7,2,31,70,3,0,2,6,7 +murphda08,2008,1,NYN,NL,49,131,24,41,9,3,2,17,0,2,18,28,1,1,0,1,4 +murphdo01,2008,1,OAK,AL,46,103,10,19,3,0,3,13,2,1,11,38,0,2,0,1,1 +murraaj01,2008,1,TEX,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +murtoma01,2008,1,CHN,NL,19,40,2,10,2,0,0,6,0,0,1,5,0,1,0,0,2 +murtoma01,2008,2,OAK,AL,9,30,1,3,1,0,0,2,0,0,1,7,0,0,0,0,1 +mussene01,2008,1,KCA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mussimi01,2008,1,NYA,AL,34,5,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +myersbr01,2008,1,PHI,NL,31,58,3,4,1,0,0,1,0,0,4,19,0,0,9,0,1 +myrowbr01,2008,1,SDN,NL,21,21,1,3,0,0,1,3,0,0,2,5,0,0,0,1,1 +nadyxa01,2008,1,PIT,NL,89,327,50,108,26,1,13,57,1,0,25,55,1,5,0,3,9 +nadyxa01,2008,2,NYA,AL,59,228,26,61,11,0,12,40,1,1,14,48,1,4,0,1,5 +napolmi01,2008,1,LAA,AL,78,227,39,62,9,1,20,49,7,3,35,70,5,5,1,6,3 +nathajo01,2008,1,MIN,AL,68,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +navardi01,2008,1,TBA,AL,120,427,43,126,27,0,7,54,0,4,34,49,1,3,3,3,16 +nelsobr02,2008,1,MIL,NL,9,7,0,2,2,0,0,0,0,0,1,0,0,0,0,0,0 +nelsojo01,2008,1,FLO,NL,59,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +neshepa01,2008,1,MIN,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +newhada01,2008,1,HOU,NL,64,104,11,27,5,2,2,12,1,0,6,28,0,0,0,1,3 +newmajo01,2008,1,COL,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +newmajo01,2008,2,KCA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +niemaje01,2008,1,TBA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +niesejo01,2008,1,NYN,NL,3,6,0,1,0,0,0,0,0,0,0,4,0,0,0,0,0 +nievefe01,2008,1,HOU,NL,11,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nievewi01,2008,1,WAS,NL,68,176,15,46,9,1,1,20,0,1,13,29,1,0,5,2,7 +nippedu01,2008,1,TEX,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nixja01,2008,1,COL,NL,22,56,2,7,2,0,0,2,1,0,7,17,2,1,1,0,1 +nixla01,2008,1,MIL,NL,10,12,1,1,0,0,0,0,0,0,1,3,0,0,0,0,0 +nixontr01,2008,1,NYN,NL,11,35,2,6,1,0,1,1,1,0,6,9,1,0,0,0,0 +nolasri01,2008,1,FLO,NL,34,63,1,9,2,0,0,5,0,0,2,35,0,0,10,0,1 +nomohi01,2008,1,KCA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nortogr01,2008,1,SEA,AL,6,16,2,7,2,0,0,4,0,0,2,4,0,0,0,0,0 +nortogr01,2008,2,ATL,NL,111,171,27,42,10,0,7,31,0,0,31,40,4,0,0,0,7 +nunezab01,2008,1,NYN,NL,2,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nunezle01,2008,1,KCA,AL,45,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nunezvl01,2008,1,ATL,NL,23,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +ochoaiv01,2008,1,SFN,NL,47,120,7,24,8,0,0,3,0,1,4,28,1,3,7,0,3 +oconnmi01,2008,1,WAS,NL,5,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +odayda01,2008,1,LAA,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +oflaher01,2008,1,SEA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ohlenro01,2008,1,NYA,AL,25,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ohlenro01,2008,2,PIT,NL,5,6,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +ohmanwi01,2008,1,ATL,NL,83,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +ojedaau01,2008,1,ARI,NL,105,231,27,56,9,2,0,17,0,0,26,24,2,10,4,1,6 +okajihi01,2008,1,BOS,AL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +oliveda02,2008,1,LAA,AL,54,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +olivomi01,2008,1,KCA,AL,84,306,29,78,22,0,12,41,7,0,7,82,2,3,0,1,6 +olsensc01,2008,1,FLO,NL,34,62,1,8,0,0,0,3,0,0,3,28,0,0,8,0,0 +olsonga01,2008,1,BAL,AL,26,3,1,1,0,0,0,1,0,0,0,0,0,0,1,1,1 +ordonma01,2008,1,DET,AL,146,561,72,178,32,2,21,103,1,5,53,76,2,3,0,6,27 +orrpe01,2008,1,WAS,NL,49,75,10,19,2,1,0,7,1,0,2,16,0,1,1,0,0 +ortizda01,2008,1,BOS,AL,109,416,74,110,30,1,23,89,1,0,70,74,12,1,1,3,11 +ortmeda01,2008,1,SFN,NL,38,64,4,14,6,0,0,5,2,2,7,18,1,2,0,0,1 +osorifr01,2008,1,PIT,NL,43,6,1,2,0,0,0,1,0,0,0,3,0,0,1,0,0 +oswalro01,2008,1,HOU,NL,32,70,3,15,0,0,0,5,0,0,0,18,0,0,5,0,0 +outmajo01,2008,1,OAK,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +overbly01,2008,1,TOR,AL,158,544,74,147,32,2,15,69,1,2,74,116,3,3,1,5,24 +owensje01,2008,1,CHA,AL,12,16,1,4,0,0,0,1,2,1,0,4,0,0,1,0,0 +owingmi01,2008,1,ARI,NL,36,52,7,15,2,0,1,3,0,0,5,21,0,0,1,0,2 +owingmi01,2008,2,CIN,NL,4,4,0,2,1,0,0,3,0,0,0,0,0,0,0,0,0 +ozunapa01,2008,1,CHA,AL,32,64,5,18,3,0,0,6,0,2,2,3,0,1,2,0,2 +ozunapa01,2008,2,LAN,NL,36,32,6,7,0,1,1,3,1,1,1,5,0,0,0,0,1 +padilvi01,2008,1,TEX,AL,29,1,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0 +paganan01,2008,1,NYN,NL,31,91,12,25,7,1,0,13,4,0,11,18,0,0,1,2,0 +palmema01,2008,1,SFN,NL,3,4,0,1,0,0,0,0,0,0,1,2,0,0,0,0,0 +papeljo01,2008,1,BOS,AL,67,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +parismi01,2008,1,SLN,NL,12,4,0,1,1,0,0,2,0,0,0,1,0,0,0,0,0 +parkch01,2008,1,LAN,NL,55,9,0,1,0,0,0,0,0,0,0,5,0,0,3,0,0 +parnebo01,2008,1,NYN,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +paronch01,2008,1,HOU,NL,6,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +parrama01,2008,1,MIL,NL,32,53,2,12,5,1,0,6,0,0,2,18,0,0,3,0,2 +parrijo01,2008,1,TOR,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +parrja01,2008,1,ATL,NL,6,8,1,2,1,0,0,0,0,0,2,4,0,0,0,0,0 +patteco01,2008,1,CIN,NL,135,366,46,75,17,2,10,34,14,9,16,57,0,1,5,4,3 +patteer01,2008,1,CHN,NL,13,38,5,9,1,0,1,7,2,1,5,12,0,0,0,1,1 +patteer01,2008,2,OAK,AL,30,92,11,16,3,0,0,8,8,0,12,24,0,0,0,0,0 +pattesc01,2008,1,NYA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pattesc01,2008,2,SDN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pauleda01,2008,1,BOS,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pauliro01,2008,1,PIT,NL,40,118,8,25,5,0,2,18,0,0,11,24,1,0,0,1,4 +pavanca01,2008,1,NYA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +paytoja01,2008,1,BAL,AL,127,338,41,82,10,2,7,41,8,1,22,53,1,1,2,0,7 +pearcst01,2008,1,PIT,NL,37,109,6,27,7,0,4,15,2,0,5,22,0,3,0,2,1 +peavyja01,2008,1,SDN,NL,29,49,4,13,2,0,0,2,0,1,3,12,0,0,5,1,2 +pedrodu01,2008,1,BOS,AL,157,653,118,213,54,2,17,83,20,1,50,52,1,7,7,9,17 +pegueja01,2008,1,ARI,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pelfrmi01,2008,1,NYN,NL,32,59,4,5,0,0,0,2,0,0,4,18,0,1,8,0,0 +penabr01,2008,1,ATL,NL,14,14,3,4,1,0,0,0,0,0,1,2,0,0,0,0,0 +penaca01,2008,1,TBA,AL,139,490,76,121,24,2,31,102,1,1,96,166,7,12,0,9,6 +penato02,2008,1,KCA,AL,95,225,22,38,4,1,1,14,3,1,6,49,2,0,2,2,4 +penato03,2008,1,ARI,NL,72,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +penawi01,2008,1,WAS,NL,64,195,10,40,6,0,2,10,0,1,10,48,0,0,0,1,5 +pencehu01,2008,1,HOU,NL,157,595,78,160,34,4,25,83,11,10,40,124,2,4,0,3,14 +pennicl01,2008,1,OAK,AL,36,99,14,24,5,0,0,9,4,1,13,18,0,2,2,1,1 +pennybr01,2008,1,LAN,NL,19,26,2,5,0,0,0,2,0,0,0,7,0,0,6,0,0 +peraljh01,2008,1,CLE,AL,154,605,104,167,42,4,23,89,3,1,48,126,2,4,2,5,26 +peraljo01,2008,1,KCA,AL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +percitr01,2008,1,TBA,AL,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +perezch01,2008,1,SLN,NL,41,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +perezfe01,2008,1,TBA,AL,23,60,18,15,2,0,3,8,5,0,8,16,1,1,3,0,3 +perezod01,2008,1,WAS,NL,31,53,4,8,2,0,0,2,0,0,0,12,0,0,3,0,0 +perezol01,2008,1,NYN,NL,34,56,2,6,1,0,0,3,1,0,4,23,0,0,7,0,0 +perezra01,2008,1,CLE,AL,73,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +perezto03,2008,1,HOU,NL,8,10,0,2,0,0,0,0,0,0,0,2,0,0,0,0,0 +perkigl01,2008,1,MIN,AL,26,3,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +perryja01,2008,1,ATL,NL,4,17,0,2,0,1,0,1,0,0,0,4,0,0,0,0,1 +petitgr01,2008,1,OAK,AL,14,23,4,8,2,0,0,0,0,0,2,9,0,0,0,0,0 +petityu01,2008,1,ARI,NL,19,13,0,0,0,0,0,0,0,0,0,7,0,0,2,0,0 +pettian01,2008,1,NYA,AL,33,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +pettyad01,2008,1,CIN,NL,3,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +phelpjo01,2008,1,SLN,NL,19,34,4,9,1,0,0,1,0,0,2,11,0,0,0,0,0 +phillan01,2008,1,CIN,NL,15,21,1,3,1,0,0,4,0,0,2,4,0,0,0,0,0 +phillan01,2008,2,NYN,NL,4,5,1,1,0,0,0,0,0,0,0,0,0,0,0,0,1 +phillan01,2008,3,CIN,NL,37,52,10,14,2,0,3,6,0,0,4,10,0,1,0,0,3 +phillbr01,2008,1,CIN,NL,141,559,80,146,24,7,21,78,23,10,39,93,6,5,0,6,13 +phillpa01,2008,1,CHA,AL,4,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +piefe01,2008,1,CHN,NL,43,83,9,20,2,1,1,10,3,0,7,29,0,2,0,1,3 +pierrju01,2008,1,LAN,NL,119,375,44,106,10,2,1,28,40,12,22,24,1,3,5,1,3 +pierzaj01,2008,1,CHA,AL,134,534,66,150,31,1,13,60,1,0,19,71,5,8,3,6,14 +pignaca01,2008,1,CHN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pineijo01,2008,1,SLN,NL,31,51,3,5,3,0,0,4,0,0,3,35,0,0,3,0,0 +pintore01,2008,1,FLO,NL,67,1,0,0,0,0,0,0,0,0,1,1,0,0,2,0,0 +podsesc01,2008,1,COL,NL,93,162,22,41,8,1,1,15,12,4,16,28,0,1,1,1,3 +polanpl01,2008,1,DET,AL,141,580,90,178,34,3,8,58,7,1,35,43,2,6,4,4,14 +ponsosi01,2008,1,TEX,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ponsosi01,2008,2,NYA,AL,16,2,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +posadjo01,2008,1,NYA,AL,51,168,18,45,13,1,3,22,0,0,24,38,3,2,0,1,7 +pradoma01,2008,1,ATL,NL,78,228,36,73,18,4,2,33,3,1,21,29,0,1,2,2,3 +priceda01,2008,1,TBA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pridija01,2008,1,MIN,AL,10,4,3,0,0,0,0,0,0,0,1,1,0,0,1,0,0 +proctsc01,2008,1,LAN,NL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pujolal01,2008,1,SLN,NL,148,524,100,187,44,0,37,116,7,3,104,54,34,5,0,8,16 +puntoni01,2008,1,MIN,AL,99,338,43,96,19,4,2,28,15,6,32,57,1,0,5,2,10 +purceda01,2008,1,TOR,AL,12,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +putzjj01,2008,1,SEA,AL,47,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +quallch01,2008,1,ARI,NL,77,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +quentca01,2008,1,CHA,AL,130,480,96,138,26,1,36,100,7,3,66,80,0,20,0,3,16 +quinlro01,2008,1,LAA,AL,68,164,15,43,1,2,1,11,4,2,14,28,0,2,0,1,5 +quinthu01,2008,1,HOU,NL,59,168,16,38,6,0,2,12,0,0,6,34,0,4,5,0,5 +quintom01,2008,1,COL,NL,81,210,28,50,17,0,2,15,0,0,15,46,3,0,8,1,3 +quirogu01,2008,1,BAL,AL,56,134,12,25,5,0,2,14,0,0,12,34,0,1,1,0,3 +rabelmi01,2008,1,FLO,NL,34,109,9,22,1,0,3,10,0,1,8,25,0,1,1,3,1 +raburry01,2008,1,DET,AL,92,182,26,43,10,1,4,20,3,1,16,49,1,0,1,0,2 +ramiral03,2008,1,CHA,AL,136,480,65,139,22,2,21,77,13,9,18,61,3,3,4,4,14 +ramirar01,2008,1,CHN,NL,149,554,97,160,44,1,27,111,2,2,74,94,7,11,0,6,13 +ramired01,2008,1,NYA,AL,55,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ramirel01,2008,1,TEX,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ramirha01,2008,1,FLO,NL,153,589,125,177,34,4,33,67,35,12,92,122,9,8,0,4,5 +ramirho01,2008,1,KCA,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ramirho01,2008,2,CHA,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ramirma02,2008,1,BOS,AL,100,365,66,109,22,1,20,68,1,0,52,86,8,8,0,0,12 +ramirma02,2008,2,LAN,NL,53,187,36,74,14,0,17,53,2,0,35,38,16,3,0,4,5 +ramirma03,2008,1,TEX,AL,17,46,8,10,1,0,2,9,0,0,6,15,0,3,0,0,0 +ramirra02,2008,1,KCA,AL,71,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ramirra03,2008,1,CIN,NL,5,10,1,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +ransoco01,2008,1,NYA,AL,33,43,9,13,3,0,4,8,0,0,6,12,0,1,1,0,0 +rapadcl01,2008,1,DET,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rasneda01,2008,1,NYA,AL,24,1,0,0,0,0,0,0,0,0,2,1,0,0,0,0,0 +rauchjo01,2008,1,WAS,NL,48,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +rauchjo01,2008,2,ARI,NL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +redditi01,2008,1,WAS,NL,35,47,2,8,1,0,0,3,0,0,5,14,0,0,13,0,1 +redmama01,2008,1,COL,NL,10,12,0,0,0,0,0,0,0,0,0,6,0,0,3,0,1 +redmomi01,2008,1,MIN,AL,38,129,14,37,6,0,0,12,0,0,5,11,0,2,0,1,5 +reedje03,2008,1,SEA,AL,97,286,30,77,18,1,2,31,2,3,18,38,0,2,3,3,5 +regisst01,2008,1,COL,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reinech01,2008,1,SDN,NL,4,6,1,1,0,0,0,1,0,0,0,4,0,0,0,0,0 +renteed01,2008,1,DET,AL,138,503,69,136,22,2,10,55,6,3,37,64,1,0,2,5,19 +repkoja01,2008,1,LAN,NL,22,18,0,3,1,0,0,0,1,0,2,9,0,0,0,0,0 +resopch01,2008,1,ATL,NL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reyesal01,2008,1,TBA,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reyesan01,2008,1,SLN,NL,10,1,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +reyesan01,2008,2,CLE,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reyesar01,2008,1,NYN,NL,49,110,13,24,0,0,1,3,2,0,4,20,0,2,5,0,2 +reyesde01,2008,1,MIN,AL,75,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reyesjo01,2008,1,NYN,NL,159,688,113,204,37,19,16,68,56,15,66,82,8,1,5,3,9 +reyesjo03,2008,1,ATL,NL,25,30,2,4,2,0,0,2,0,0,1,8,0,0,3,0,3 +reynogr01,2008,1,COL,NL,14,15,1,3,2,0,0,0,0,0,1,5,0,0,1,0,0 +reynoma01,2008,1,ARI,NL,152,539,87,129,28,3,28,97,11,2,64,204,0,3,1,6,10 +rhodear01,2008,1,SEA,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rhodear01,2008,2,FLO,NL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +richacl01,2008,1,CHA,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +richada02,2008,1,CIN,NL,16,36,4,8,2,0,0,3,1,0,0,9,0,0,1,0,1 +richmsc01,2008,1,TOR,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ridgwje01,2008,1,ATL,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +riggash01,2008,1,TBA,AL,44,135,21,30,7,0,6,24,0,0,12,30,0,1,2,2,4 +rincoju01,2008,1,MIN,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rincoju01,2008,2,CLE,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rincori01,2008,1,NYN,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ringro01,2008,1,ATL,NL,42,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +riosal01,2008,1,TOR,AL,155,635,91,185,47,8,15,79,32,8,44,112,2,2,0,5,20 +riskeda01,2008,1,MIL,NL,45,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rivaslu01,2008,1,PIT,NL,79,206,25,45,6,2,3,20,3,2,13,27,0,1,2,1,7 +riverju01,2008,1,LAA,AL,89,256,31,63,13,0,12,45,1,1,16,33,0,0,0,8,10 +riverma01,2008,1,NYA,AL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rivermi02,2008,1,MIL,NL,21,62,8,19,5,0,1,14,2,0,6,10,0,1,0,0,2 +riversa01,2008,1,WAS,NL,76,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +roberbr01,2008,1,BAL,AL,155,611,107,181,51,8,9,57,40,10,82,104,3,2,3,6,8 +roberco01,2008,1,ARI,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +roberda07,2008,1,SFN,NL,52,107,18,24,2,2,0,9,5,3,20,18,1,0,1,2,0 +roberda08,2008,1,NYA,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +roberna01,2008,1,DET,AL,32,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +roberry01,2008,1,TEX,AL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +rodnefe01,2008,1,DET,AL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodrial01,2008,1,NYA,AL,138,510,104,154,33,0,35,103,18,3,65,117,9,14,0,5,16 +rodrifr03,2008,1,LAA,AL,76,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodriiv01,2008,1,DET,AL,82,302,33,89,16,3,5,32,6,1,19,52,1,2,3,2,9 +rodriiv01,2008,2,NYA,AL,33,96,11,21,4,0,2,3,4,0,4,15,1,1,0,0,6 +rodrilu01,2008,1,SDN,NL,64,202,22,58,11,1,0,12,1,1,13,13,0,0,7,3,9 +rodrise01,2008,1,LAA,AL,59,167,18,34,8,1,3,10,3,1,14,55,0,3,2,1,3 +rodriwa01,2008,1,HOU,NL,25,41,3,5,1,0,0,1,0,0,0,11,0,0,4,0,1 +roenijo01,2008,1,CIN,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rogerke01,2008,1,DET,AL,30,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +rohliry01,2008,1,SFN,NL,21,32,2,3,1,1,0,2,0,1,1,8,0,0,0,0,2 +rolensc01,2008,1,TOR,AL,115,408,58,107,30,3,11,50,5,0,46,71,2,10,0,3,12 +rolliji01,2008,1,PHI,NL,137,556,76,154,38,9,11,59,47,3,58,55,7,5,3,3,11 +romeral01,2008,1,ARI,NL,78,135,13,31,8,2,1,12,4,0,3,20,0,1,2,1,3 +romerjc01,2008,1,PHI,NL,81,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +romose01,2008,1,SFN,NL,29,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rosaca01,2008,1,KCA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rosalad01,2008,1,CIN,NL,18,29,0,6,1,0,0,2,1,0,1,4,0,0,0,0,0 +rosalle01,2008,1,ARI,NL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rossco01,2008,1,FLO,NL,145,461,59,120,29,5,22,73,6,1,33,116,2,7,0,5,5 +rossda01,2008,1,CIN,NL,52,134,17,31,9,0,3,13,0,1,32,36,4,1,5,1,3 +rossda01,2008,2,BOS,AL,8,8,1,1,0,0,0,0,0,0,0,3,0,0,1,0,0 +rottivi01,2008,1,MIL,NL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rowanaa01,2008,1,SFN,NL,152,549,57,149,37,0,13,70,2,4,44,126,7,14,0,4,21 +rowlary01,2008,1,SEA,AL,47,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ruggiju01,2008,1,TBA,AL,45,76,9,15,4,0,2,7,2,0,4,27,0,1,0,0,2 +ruizca01,2008,1,PHI,NL,117,320,47,70,14,0,4,31,1,2,44,38,6,4,4,1,14 +ruizra01,2008,1,MIN,AL,22,62,13,17,2,0,1,7,0,0,6,21,1,0,0,0,1 +rundlri01,2008,1,CLE,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rupejo01,2008,1,TEX,AL,46,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ruschgl01,2008,1,SDN,NL,12,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +ruschgl01,2008,2,COL,NL,24,17,0,1,0,0,0,0,0,0,0,2,0,0,3,0,0 +russead01,2008,1,CHA,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ryanbj01,2008,1,TOR,AL,60,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ryanbr01,2008,1,SLN,NL,80,197,30,48,9,0,0,10,7,2,16,31,0,2,3,0,4 +ryandu01,2008,1,DET,AL,15,44,6,14,2,0,2,7,0,0,5,13,0,0,0,1,0 +ryuja01,2008,1,TBA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +saarlki01,2008,1,OAK,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sabatcc01,2008,1,CLE,AL,18,3,1,1,0,0,1,1,0,0,0,2,0,0,0,0,0 +sabatcc01,2008,2,MIL,NL,17,48,3,11,2,0,1,6,0,0,0,10,0,0,2,0,4 +saccoma01,2008,1,HOU,NL,10,10,1,2,1,0,1,2,0,0,0,3,0,0,0,0,0 +sadlebi01,2008,1,SFN,NL,33,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +saitota01,2008,1,LAN,NL,45,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +salasju01,2008,1,TBA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +salasma02,2008,1,PIT,NL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +salazje01,2008,1,ARI,NL,90,128,17,27,5,3,2,12,0,2,21,41,1,2,1,0,2 +salazos01,2008,1,BAL,AL,34,81,13,23,3,0,5,15,0,1,12,13,0,0,0,1,1 +saloman01,2008,1,MIL,NL,3,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +saltaja01,2008,1,TEX,AL,61,198,27,50,13,0,3,26,0,2,31,74,1,0,0,1,1 +samarje01,2008,1,CHN,NL,26,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +sammocl01,2008,1,ATL,NL,23,54,2,8,0,0,1,4,0,0,5,12,0,0,0,0,2 +sampsch01,2008,1,HOU,NL,54,22,0,3,0,0,0,0,0,0,1,9,0,0,3,0,0 +sanchan01,2008,1,FLO,NL,10,17,0,0,0,0,0,0,0,0,1,7,0,0,1,0,0 +sanchbr01,2008,1,WAS,NL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sanchdu01,2008,1,NYN,NL,66,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +sanchfr01,2008,1,PIT,NL,145,569,75,154,26,2,9,52,0,1,21,63,1,4,8,6,13 +sanchga01,2008,1,FLO,NL,5,8,0,3,2,0,0,1,0,0,0,2,0,0,0,0,0 +sanchhu01,2008,1,NYA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sanchjo01,2008,1,SFN,NL,30,49,2,5,1,0,0,4,0,0,1,22,0,0,5,0,0 +sanchro01,2008,1,PIT,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sandofr01,2008,1,LAA,AL,6,6,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0 +sandopa01,2008,1,SFN,NL,41,145,24,50,10,1,3,24,0,0,4,14,1,1,0,4,6 +santaer01,2008,1,LAA,AL,32,6,0,0,0,0,0,0,0,0,0,2,0,0,0,0,1 +santajo01,2008,1,NYN,NL,34,78,5,11,5,0,0,1,0,0,3,24,0,0,2,0,0 +santira01,2008,1,DET,AL,58,124,30,35,6,2,4,18,1,0,22,17,0,5,5,0,1 +santoom01,2008,1,BAL,AL,11,10,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +sardida01,2008,1,DET,AL,17,44,2,7,0,1,0,3,0,0,4,11,0,0,1,0,1 +sarfade01,2008,1,BAL,AL,57,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +saundjo01,2008,1,LAA,AL,31,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +scherma01,2008,1,ARI,NL,17,13,1,0,0,0,0,0,0,0,1,4,0,0,1,0,0 +schiena01,2008,1,SFN,NL,19,75,12,24,8,1,1,5,0,1,3,8,0,3,0,0,1 +schnebr01,2008,1,NYN,NL,110,335,30,86,10,0,9,38,0,0,42,53,9,1,4,2,11 +schoesc01,2008,1,NYN,NL,73,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schroch01,2008,1,WAS,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schumsk01,2008,1,SLN,NL,153,540,87,163,22,5,8,46,8,2,47,60,2,2,4,1,19 +scottlu01,2008,1,BAL,AL,148,475,67,122,29,2,23,65,2,2,53,102,10,5,0,3,7 +scutama01,2008,1,TOR,AL,145,517,76,138,23,1,7,60,7,2,57,65,0,5,6,7,8 +seaneru01,2008,1,PHI,NL,42,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +seaybo01,2008,1,DET,AL,60,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +serraal01,2008,1,LAA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sexsori01,2008,1,SEA,AL,74,252,27,55,8,0,11,30,1,0,37,76,0,0,0,3,8 +sexsori01,2008,2,NYA,AL,22,28,2,7,1,0,1,6,0,0,6,10,0,0,0,1,1 +shealry01,2008,1,KCA,AL,20,73,12,22,1,0,7,20,0,0,5,19,0,1,0,0,2 +sheetbe01,2008,1,MIL,NL,31,67,2,5,2,0,0,5,0,0,2,24,0,0,5,0,0 +sheffga01,2008,1,DET,AL,114,418,52,94,16,0,19,57,9,2,58,83,3,5,0,1,19 +shellst01,2008,1,WAS,NL,39,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +sheltch01,2008,1,TEX,AL,41,97,14,21,5,0,2,11,1,0,17,33,0,0,3,0,3 +sherrge01,2008,1,BAL,AL,57,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shielja02,2008,1,TBA,AL,34,4,2,1,0,0,0,1,0,0,1,0,0,0,0,0,0 +shielsc01,2008,1,LAA,AL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shoppke01,2008,1,CLE,AL,112,352,67,92,27,0,21,55,0,0,36,133,3,11,3,1,7 +shousbr01,2008,1,MIL,NL,69,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +silvaca01,2008,1,SEA,AL,28,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,1 +simonal01,2008,1,BAL,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sizemgr01,2008,1,CLE,AL,157,634,101,170,39,5,33,90,38,5,98,130,14,11,0,2,5 +slatedo01,2008,1,ARI,NL,45,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +slocubr01,2008,1,CLE,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sloweke01,2008,1,MIN,AL,28,8,1,2,1,0,0,2,0,0,0,1,0,0,0,0,0 +smithch07,2008,1,BOS,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithgr02,2008,1,OAK,AL,32,2,0,1,0,0,0,0,0,0,0,1,0,0,1,0,0 +smithja05,2008,1,KCA,AL,22,28,6,6,2,0,0,1,0,1,0,12,0,0,0,0,0 +smithjo05,2008,1,NYN,NL,82,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +smithse01,2008,1,COL,NL,67,108,13,28,7,0,4,15,1,0,15,23,0,0,0,0,0 +smoltjo01,2008,1,ATL,NL,6,8,0,0,0,0,0,1,0,0,0,2,0,0,1,0,1 +snellch02,2008,1,PHI,NL,4,4,1,2,1,0,1,1,0,0,0,0,0,0,0,0,0 +snellia01,2008,1,PIT,NL,32,48,2,6,1,0,0,1,0,0,2,18,0,0,7,0,2 +snidetr01,2008,1,TOR,AL,24,73,9,22,6,0,2,13,0,0,5,23,0,0,0,2,0 +snowjt01,2008,1,SFN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +snydech02,2008,1,ARI,NL,115,334,47,79,22,1,16,64,0,0,56,101,5,4,5,5,7 +snydeky01,2008,1,BOS,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sonnaan01,2008,1,TBA,AL,32,5,2,2,0,0,0,0,0,0,2,3,0,0,2,0,0 +soriaal01,2008,1,CHN,NL,109,453,76,127,27,0,29,75,19,3,43,103,11,3,0,4,9 +soriajo01,2008,1,KCA,AL,63,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +soriara01,2008,1,ATL,NL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sosajo02,2008,1,NYN,NL,20,1,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +sotoge01,2008,1,CHN,NL,141,494,66,141,35,2,23,86,0,1,62,121,6,2,0,5,11 +sowerje01,2008,1,CLE,AL,22,1,0,0,0,0,0,0,0,0,1,1,0,0,1,0,0 +spande01,2008,1,MIN,AL,93,347,70,102,16,7,6,47,18,7,50,60,3,4,8,2,3 +speieju01,2008,1,LAA,AL,62,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +speiery01,2008,1,COL,NL,43,3,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +speigle01,2008,1,WAS,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +spilbry01,2008,1,COL,NL,89,233,38,73,14,2,6,36,7,4,38,41,0,1,0,3,8 +sprinru01,2008,1,SLN,NL,70,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stairma01,2008,1,TOR,AL,105,320,42,80,11,1,11,44,1,1,41,87,9,5,0,2,10 +stairma01,2008,2,PHI,NL,16,17,4,5,1,0,2,5,0,0,1,3,0,0,0,1,0 +stanscr01,2008,1,SDN,NL,12,16,4,6,1,0,0,2,0,0,2,3,0,0,0,0,0 +stavini01,2008,1,SLN,NL,29,57,4,11,1,0,0,4,0,0,2,11,1,0,1,1,2 +stettmi01,2008,1,MIL,NL,30,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +stewach01,2008,1,NYA,AL,1,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +stewaia01,2008,1,COL,NL,81,266,33,69,18,2,10,41,1,1,30,94,4,7,0,1,3 +stewash01,2008,1,TOR,AL,52,175,14,42,4,2,1,14,3,1,22,18,1,1,0,2,8 +stockph01,2008,1,ATL,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stokebr01,2008,1,NYN,NL,24,3,0,2,0,0,0,0,0,0,0,1,0,0,0,0,0 +streehu01,2008,1,OAK,AL,63,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stulter01,2008,1,LAN,NL,9,15,3,2,0,0,0,2,0,0,2,6,0,0,0,1,0 +sturtta01,2008,1,LAN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sullico01,2008,1,COL,NL,18,23,3,5,0,1,0,4,1,0,0,5,0,1,0,0,0 +suppaje01,2008,1,MIL,NL,33,50,2,7,1,0,0,1,0,0,3,13,0,0,10,0,0 +suzukic01,2008,1,SEA,AL,162,686,103,213,20,7,6,42,43,4,51,65,12,5,3,4,8 +suzukku01,2008,1,OAK,AL,148,530,54,148,25,1,7,42,2,3,44,69,2,11,2,1,20 +sweenma01,2008,1,LAN,NL,98,92,2,12,3,0,0,5,0,0,15,28,0,0,0,1,0 +sweenmi01,2008,1,OAK,AL,42,126,13,36,8,0,2,12,0,0,7,6,0,2,0,1,3 +sweenry01,2008,1,OAK,AL,115,384,53,110,18,2,5,45,9,1,38,67,3,3,2,6,9 +swindrj01,2008,1,PHI,NL,3,2,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0 +swishni01,2008,1,CHA,AL,153,497,86,109,21,1,24,69,3,3,82,135,6,4,1,4,14 +tagucso01,2008,1,PHI,NL,88,91,18,20,5,1,0,9,3,0,8,14,0,0,4,0,2 +talbomi01,2008,1,TBA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tallebr01,2008,1,TOR,AL,51,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tanketa01,2008,1,FLO,NL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +taschja01,2008,1,SFN,NL,67,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tatisfe01,2008,1,NYN,NL,92,273,33,81,16,1,11,47,3,0,29,59,3,3,0,1,7 +taubety01,2008,1,PIT,NL,1,2,0,1,1,0,0,1,0,0,0,0,0,0,0,0,0 +tavarju01,2008,1,BOS,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tavarju01,2008,2,MIL,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tavarju01,2008,3,ATL,NL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +taverwi01,2008,1,COL,NL,133,479,64,120,15,2,1,26,68,7,36,79,0,5,15,3,4 +teagata01,2008,1,TEX,AL,16,47,10,15,5,0,6,17,0,0,5,19,0,1,0,0,0 +teahema01,2008,1,KCA,AL,149,572,66,146,31,4,15,59,4,3,46,131,4,3,0,2,6 +teixema01,2008,1,ATL,NL,103,381,63,108,27,0,20,78,0,0,65,70,9,3,0,2,13 +teixema01,2008,2,LAA,AL,54,193,39,69,14,0,13,43,2,0,32,23,4,4,0,5,4 +tejadmi01,2008,1,HOU,NL,158,632,92,179,38,3,13,66,7,7,24,72,4,6,1,3,32 +tejedro01,2008,1,TEX,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tejedro01,2008,2,KCA,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thamema01,2008,1,DET,AL,103,316,50,76,12,0,25,56,0,3,24,95,0,0,0,2,6 +thatcjo01,2008,1,SDN,NL,25,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +theriry01,2008,1,CHN,NL,149,580,85,178,19,4,1,38,22,13,73,58,1,3,4,1,19 +thigpcu01,2008,1,TOR,AL,10,17,2,3,0,0,1,1,0,0,1,8,0,1,2,0,0 +thomacl02,2008,1,DET,AL,40,116,7,33,9,1,1,9,2,0,14,26,1,1,2,0,1 +thomafr04,2008,1,TOR,AL,16,60,7,10,1,0,3,11,0,0,11,13,0,1,0,0,3 +thomafr04,2008,2,OAK,AL,55,186,20,49,6,1,5,19,0,0,28,44,0,2,0,1,6 +thomaju01,2008,1,SEA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thomeji01,2008,1,CHA,AL,149,503,93,123,28,0,34,90,1,0,91,147,9,4,0,4,17 +thompbr01,2008,1,SLN,NL,26,12,2,3,0,0,0,2,1,0,2,6,0,0,3,0,0 +thompda02,2008,1,CIN,NL,4,2,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thompri03,2008,1,LAA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thornma01,2008,1,CHA,AL,74,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +threeer01,2008,1,SFN,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thursjo01,2008,1,BOS,AL,4,8,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0 +tiffete01,2008,1,LAN,NL,6,4,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0 +timlimi01,2008,1,BOS,AL,47,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +timpncl01,2008,1,SFN,NL,2,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +tolbema01,2008,1,MIN,AL,41,113,18,32,6,3,0,6,7,1,7,19,0,0,2,1,5 +tomkobr01,2008,1,KCA,AL,16,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +tomkobr01,2008,2,SDN,NL,6,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +torreei01,2008,1,BAL,AL,8,9,2,2,0,0,0,0,0,0,0,2,0,0,0,0,1 +torresa01,2008,1,MIL,NL,71,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +torreyo01,2008,1,COL,NL,70,236,19,58,17,0,6,31,0,4,12,44,0,5,5,3,10 +towlejr01,2008,1,HOU,NL,54,146,10,20,5,0,4,16,0,0,16,40,1,6,3,0,3 +trabebi01,2008,1,NYA,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +trachst01,2008,1,BAL,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tracyan01,2008,1,PHI,NL,4,2,0,0,0,0,0,1,0,0,1,1,0,0,0,1,0 +tracych01,2008,1,ARI,NL,88,273,25,73,16,0,8,39,0,0,16,49,2,1,0,2,5 +treanma01,2008,1,FLO,NL,65,206,18,49,7,0,2,23,1,0,18,53,1,3,5,2,2 +troncra01,2008,1,LAN,NL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tuckery01,2008,1,FLO,NL,13,7,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +tuiasma01,2008,1,SEA,AL,14,44,1,7,2,1,0,2,0,0,2,16,0,1,0,0,0 +tulowtr01,2008,1,COL,NL,101,377,48,99,24,2,8,46,1,6,38,56,5,2,2,2,16 +tupmama01,2008,1,KCA,AL,1,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +turnbde01,2008,1,MIL,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tynerja01,2008,1,CLE,AL,1,2,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0 +ugglada01,2008,1,FLO,NL,146,531,97,138,37,1,32,92,5,5,77,171,6,8,0,3,10 +uptonbj01,2008,1,TBA,AL,145,531,85,145,37,2,9,67,44,16,97,134,4,2,3,7,13 +uptonju01,2008,1,ARI,NL,108,356,52,89,19,6,15,42,1,4,54,121,6,4,0,3,3 +uribeju01,2008,1,CHA,AL,110,324,38,80,22,1,7,40,1,3,22,64,0,1,5,1,5 +utleych01,2008,1,PHI,NL,159,607,113,177,41,4,33,104,14,2,64,104,14,27,1,8,9 +valbulu01,2008,1,SEA,AL,18,49,6,12,5,0,0,1,0,0,4,11,0,1,0,0,0 +valdeme01,2008,1,SFN,NL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +valenja01,2008,1,CIN,NL,94,129,10,33,8,0,4,18,0,0,14,27,0,0,0,1,2 +valvejo01,2008,1,HOU,NL,74,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +vanbejo01,2008,1,PIT,NL,9,6,0,0,0,0,0,0,0,0,1,2,0,0,0,0,0 +vanderi01,2008,1,FLO,NL,4,3,0,0,0,0,0,0,0,0,0,2,0,0,2,0,0 +vanevjo01,2008,1,BOS,AL,11,17,0,4,0,1,0,5,0,0,1,6,0,0,0,0,0 +vargacl01,2008,1,NYN,NL,11,8,1,0,0,0,0,0,0,0,0,6,0,0,1,0,0 +varitja01,2008,1,BOS,AL,131,423,37,93,20,0,13,43,0,1,52,122,3,6,0,2,13 +vazquja01,2008,1,CHA,AL,33,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +vazqura01,2008,1,TEX,AL,105,300,44,87,18,3,6,40,0,1,38,66,3,0,5,4,4 +velanjo01,2008,1,TOR,AL,3,7,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +velanjo01,2008,2,CLE,AL,7,8,1,3,1,0,0,0,0,0,1,2,0,0,0,0,0 +velazgi01,2008,1,BOS,AL,3,8,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0 +velezeu01,2008,1,SFN,NL,98,275,32,72,16,7,1,30,15,6,14,40,2,1,1,1,11 +venabwi01,2008,1,SDN,NL,28,110,16,29,4,2,2,10,1,1,13,21,1,0,0,1,1 +verasjo01,2008,1,NYA,AL,60,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +verlaju01,2008,1,DET,AL,33,5,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +victosh01,2008,1,PHI,NL,146,570,102,167,30,8,14,58,36,11,45,69,2,7,5,0,8 +vidrojo01,2008,1,SEA,AL,85,308,28,72,11,0,7,45,2,1,18,36,2,0,2,2,5 +villaca01,2008,1,MIL,NL,47,17,1,2,0,0,0,2,0,0,1,8,0,0,3,0,0 +villaos01,2008,1,HOU,NL,35,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +villoro01,2008,1,SLN,NL,74,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +vizcalu01,2008,1,COL,NL,43,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +vizquom01,2008,1,SFN,NL,92,266,24,59,10,1,0,23,5,4,24,29,9,0,7,3,4 +volqued01,2008,1,CIN,NL,33,61,3,6,0,0,0,1,0,0,0,31,0,0,8,0,0 +volstch01,2008,1,FLO,NL,15,26,2,3,2,0,0,0,0,0,0,14,0,0,2,0,0 +vottojo01,2008,1,CIN,NL,151,526,69,156,32,3,24,84,7,5,59,102,9,2,0,2,7 +wadeco01,2008,1,LAN,NL,55,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +waechdo01,2008,1,FLO,NL,48,6,0,1,0,0,0,0,0,0,0,1,0,0,1,0,0 +wagnebi02,2008,1,NYN,NL,45,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wainwad01,2008,1,SLN,NL,25,60,5,16,2,0,1,6,0,1,2,20,0,0,2,1,0 +wakefti01,2008,1,BOS,AL,30,3,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +walkeja01,2008,1,BAL,AL,59,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +walkety01,2008,1,SFN,NL,65,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +walrole01,2008,1,PHI,NL,6,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wangch01,2008,1,NYA,AL,15,3,1,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +wardda01,2008,1,CHN,NL,89,102,8,22,7,0,4,17,0,0,16,24,3,0,0,1,4 +washbja01,2008,1,SEA,AL,30,6,1,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +washiri01,2008,1,SLN,NL,14,19,2,3,2,0,0,3,0,0,3,6,0,0,0,0,1 +wasseeh01,2008,1,CHA,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +waterch01,2008,1,BAL,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +weathda01,2008,1,CIN,NL,72,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +weaveje02,2008,1,LAA,AL,30,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +webbbr01,2008,1,ARI,NL,34,67,2,10,4,0,0,11,0,0,1,30,0,0,13,0,0 +weeksri01,2008,1,MIL,NL,129,475,89,111,22,7,14,46,19,5,66,115,0,14,1,4,5 +welleto01,2008,1,SLN,NL,33,58,2,9,0,0,0,5,0,0,1,29,0,0,12,1,0 +wellsja02,2008,1,SDN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wellsja02,2008,2,SEA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wellski01,2008,1,COL,NL,15,5,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +wellski01,2008,2,KCA,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wellsra01,2008,1,TOR,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wellsra01,2008,2,CHN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wellsve01,2008,1,TOR,AL,108,427,63,128,22,1,20,78,4,2,29,46,5,3,0,7,16 +werthja01,2008,1,PHI,NL,134,418,73,114,16,3,24,67,20,1,57,119,1,4,0,3,2 +westbja01,2008,1,CLE,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wheelda01,2008,1,TBA,AL,70,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +whitebi04,2008,1,TEX,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +whitejo03,2008,1,ARI,NL,7,7,1,2,0,0,1,1,0,0,1,2,0,1,0,0,0 +wiggity01,2008,1,HOU,NL,111,386,50,110,22,1,23,58,4,6,32,69,1,8,0,3,9 +wilkebr01,2008,1,SEA,AL,19,56,1,13,4,0,0,5,1,2,10,15,0,0,2,0,1 +wilkebr01,2008,2,TOR,AL,85,208,20,45,8,2,4,23,2,3,25,53,4,1,2,5,3 +willido03,2008,1,DET,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +willijo03,2008,1,FLO,NL,102,351,54,89,21,5,15,51,3,2,48,82,2,14,1,2,7 +willire03,2008,1,LAA,AL,82,108,21,21,4,0,0,7,2,1,21,26,0,0,5,2,1 +wilsobo02,2008,1,LAA,AL,7,6,0,1,0,0,0,1,0,0,1,3,0,0,0,0,0 +wilsobr01,2008,1,SFN,NL,63,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wilsocj01,2008,1,TEX,AL,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wilsoja02,2008,1,PIT,NL,87,305,24,83,18,1,1,22,2,2,13,27,0,5,6,1,6 +winnra01,2008,1,SFN,NL,155,598,84,183,38,2,10,64,25,2,59,88,6,0,1,9,6 +wisede01,2008,1,CHA,AL,57,129,20,32,4,2,6,18,9,0,8,32,0,1,3,2,5 +wisema01,2008,1,NYN,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wolfebr01,2008,1,TOR,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wolfra02,2008,1,SDN,NL,24,35,5,5,1,0,0,1,0,0,3,10,0,0,3,0,2 +wolfra02,2008,2,HOU,NL,12,23,1,3,0,0,0,1,0,0,1,13,0,0,2,0,0 +woodbr01,2008,1,LAA,AL,55,150,12,30,4,0,5,13,4,0,4,43,0,1,1,1,3 +woodja02,2008,1,FLO,NL,3,2,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +woodke02,2008,1,CHN,NL,65,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +woodsja01,2008,1,SEA,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +worrema01,2008,1,SLN,NL,4,2,1,1,0,0,1,3,0,0,0,0,0,0,0,0,0 +wrighda03,2008,1,NYN,NL,160,626,115,189,42,2,33,124,15,5,94,118,5,4,0,11,15 +wrighja01,2008,1,TEX,AL,75,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wrighwe01,2008,1,HOU,NL,71,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wuertmi01,2008,1,CHN,NL,45,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +yabuke01,2008,1,SFN,NL,60,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +yabutya01,2008,1,KCA,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +yatesty01,2008,1,PIT,NL,72,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +youklke01,2008,1,BOS,AL,145,538,91,168,43,4,29,115,3,5,62,108,7,12,0,9,11 +youngch03,2008,1,SDN,NL,18,28,3,3,1,0,1,2,0,0,1,11,0,0,6,1,3 +youngch04,2008,1,ARI,NL,160,625,85,155,42,7,22,85,14,5,62,165,2,1,6,5,10 +youngde03,2008,1,MIN,AL,152,575,80,167,28,4,10,69,14,5,35,105,7,7,1,5,19 +youngde04,2008,1,LAN,NL,83,126,10,31,9,0,1,7,0,0,14,34,0,0,3,0,2 +youngdm01,2008,1,WAS,NL,50,150,15,42,6,0,4,10,0,0,28,28,4,1,0,1,8 +youngmi02,2008,1,TEX,AL,155,645,102,183,36,2,12,82,10,0,55,109,0,2,0,6,19 +zambrca01,2008,1,CHN,NL,38,83,9,28,4,1,4,14,0,0,0,24,0,0,2,0,4 +zaungr01,2008,1,TOR,AL,86,245,29,58,12,0,6,30,2,1,38,38,1,1,3,1,6 +zieglbr01,2008,1,OAK,AL,47,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +zimmery01,2008,1,WAS,NL,106,428,51,121,24,1,14,51,1,1,31,71,1,3,0,4,12 +zinkch01,2008,1,BOS,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +zitoba01,2008,1,SFN,NL,32,51,1,6,0,0,0,2,0,0,4,10,0,0,4,0,0 +zobribe01,2008,1,TBA,AL,62,198,32,50,10,2,12,30,3,0,25,37,1,2,0,2,4 +zumayjo01,2008,1,DET,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +aardsda01,2009,1,SEA,AL,73,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +abreubo01,2009,1,LAA,AL,152,563,96,165,29,3,15,103,30,8,94,113,7,1,0,9,15 +abreuto01,2009,1,LAN,NL,6,8,0,2,0,0,0,1,0,1,3,2,0,0,0,0,0 +abreuwi01,2009,1,TBA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +abreuwi01,2009,2,CLE,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +accarje01,2009,1,TOR,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +aceveal01,2009,1,NYA,AL,43,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +acostma01,2009,1,ATL,NL,36,1,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +adamsmi03,2009,1,SDN,NL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +adamsru01,2009,1,TOR,AL,8,20,2,4,0,0,0,0,0,0,1,1,0,0,0,0,0 +adenhni01,2009,1,LAA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +affelje01,2009,1,SFN,NL,74,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +albaljo01,2009,1,NYA,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +alberma01,2009,1,BAL,AL,56,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +alfonel01,2009,1,SDN,NL,37,114,6,20,3,0,2,8,0,0,3,34,0,0,0,0,0 +allenbr01,2009,1,ARI,NL,32,104,13,21,7,0,4,14,0,0,12,40,2,0,0,0,4 +amezaal01,2009,1,FLO,NL,27,69,6,15,3,0,0,5,1,1,5,16,2,0,0,1,0 +anderbr03,2009,1,CHA,AL,65,185,25,44,9,0,2,13,3,6,20,49,0,3,2,0,4 +anderbr03,2009,2,BOS,AL,21,17,7,5,0,0,2,5,0,0,3,5,0,0,0,1,2 +anderbr04,2009,1,OAK,AL,30,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +anderga01,2009,1,ATL,NL,135,496,52,133,27,0,13,61,1,0,27,73,2,2,0,9,11 +anderjo03,2009,1,DET,AL,74,165,22,40,4,4,0,16,13,2,8,22,0,1,1,0,4 +anderjo03,2009,2,KCA,AL,44,118,20,28,3,0,1,8,12,3,5,21,0,0,0,0,3 +anderma02,2009,1,NYN,NL,4,4,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +andinro01,2009,1,BAL,AL,78,198,31,44,7,0,2,10,3,3,15,47,1,0,0,2,6 +andruel01,2009,1,TEX,AL,145,480,72,128,17,8,6,40,33,6,40,77,0,6,12,3,4 +ankieri01,2009,1,SLN,NL,122,372,50,86,21,2,11,38,4,3,26,99,4,3,0,3,5 +aquingr01,2009,1,CLE,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ariasal02,2009,1,HOU,NL,42,1,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +ariasjo01,2009,1,TEX,AL,3,8,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +arredjo01,2009,1,LAA,AL,43,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +arroybr01,2009,1,CIN,NL,36,62,4,7,3,0,0,0,0,0,0,27,0,0,14,0,2 +ascanjo01,2009,1,CHN,NL,14,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +ascanjo01,2009,2,PIT,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +atkinga01,2009,1,COL,NL,126,354,37,80,12,1,9,48,0,0,41,58,2,2,0,2,8 +atkinmi01,2009,1,CHN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +aubremi01,2009,1,BAL,AL,31,90,12,26,7,0,4,14,0,0,5,10,0,0,0,0,2 +augenbr01,2009,1,ARI,NL,7,3,1,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +aurilri01,2009,1,SFN,NL,60,122,10,26,2,0,2,16,0,0,8,24,1,0,0,3,5 +ausmubr01,2009,1,LAN,NL,36,95,9,28,4,0,1,9,1,0,5,21,0,2,5,0,1 +avilaal01,2009,1,DET,AL,29,61,9,17,4,0,5,14,0,0,10,18,0,0,0,1,0 +avilemi01,2009,1,KCA,AL,36,120,10,22,3,1,1,8,1,0,4,26,0,0,2,1,3 +axforjo01,2009,1,MIL,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ayalalu01,2009,1,MIN,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +ayalalu01,2009,2,FLO,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +aybarer01,2009,1,LAA,AL,137,504,70,157,23,9,5,58,14,7,30,54,1,5,12,5,9 +aybarwi01,2009,1,TBA,AL,105,296,38,75,12,0,12,41,1,0,34,54,2,2,1,3,4 +backebr01,2009,1,HOU,NL,5,1,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +badenbu01,2009,1,FLO,NL,35,10,0,0,0,0,0,1,0,0,0,5,0,0,3,0,0 +baezda01,2009,1,BAL,AL,59,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +bailean01,2009,1,OAK,AL,68,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +baileho02,2009,1,CIN,NL,22,38,0,3,0,0,0,2,0,0,0,17,0,0,5,0,1 +baileje01,2009,1,BOS,AL,26,77,14,16,3,2,3,9,0,0,10,21,0,4,0,0,5 +bakerje03,2009,1,COL,NL,12,23,0,3,0,1,0,3,1,0,1,7,0,0,0,0,3 +bakerje03,2009,2,CHN,NL,69,203,27,62,15,1,4,21,0,0,17,46,0,2,0,2,5 +bakerjo01,2009,1,FLO,NL,112,373,59,101,25,0,9,50,0,0,41,89,5,5,2,2,10 +bakersc02,2009,1,MIN,AL,33,6,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +bakopa01,2009,1,PHI,NL,44,116,12,26,4,0,3,9,0,1,13,32,2,1,0,0,2 +baldero01,2009,1,BOS,AL,62,150,23,38,4,1,7,23,1,0,11,37,0,2,0,1,6 +balejo01,2009,1,KCA,AL,43,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +balenwl01,2009,1,SEA,AL,56,155,18,33,10,0,4,13,1,0,13,43,1,0,0,2,2 +balenwl01,2009,2,CIN,NL,40,110,12,29,7,1,3,11,1,1,15,27,0,0,0,0,1 +balesco01,2009,1,WAS,NL,7,8,0,1,0,0,0,0,0,0,1,2,0,0,2,0,0 +balfogr01,2009,1,TBA,AL,73,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +banksjo01,2009,1,SDN,NL,6,4,1,0,0,0,0,0,0,0,2,0,0,0,0,0,0 +bannibr01,2009,1,KCA,AL,26,5,0,1,0,0,0,1,0,0,0,2,0,0,0,0,1 +barajro01,2009,1,TOR,AL,125,429,43,97,19,0,19,71,1,0,20,76,2,1,3,7,4 +bardda01,2009,1,BOS,AL,49,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bardebr01,2009,1,SLN,NL,52,103,13,24,3,0,4,10,0,0,6,21,0,2,2,1,3 +bardjo01,2009,1,WAS,NL,90,274,20,63,18,0,6,31,0,1,24,50,1,1,1,1,5 +barfijo02,2009,1,CLE,AL,17,20,5,8,1,0,0,2,0,1,0,7,0,0,0,0,0 +barkeke01,2009,1,CIN,NL,29,32,2,9,3,0,0,3,0,0,3,9,1,0,0,1,2 +barmecl01,2009,1,COL,NL,154,550,69,135,32,3,23,76,12,10,31,121,2,10,6,7,6 +barremi01,2009,1,TOR,AL,7,18,3,3,0,0,1,2,0,0,1,5,1,0,0,0,0 +bartlja01,2009,1,TBA,AL,137,500,90,160,29,7,14,66,30,7,54,89,2,5,4,4,5 +bartobr01,2009,1,ATL,NL,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0 +bartoda02,2009,1,OAK,AL,54,160,31,43,12,1,3,24,0,2,26,25,0,2,1,3,1 +bassbr01,2009,1,BAL,AL,48,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +bastaan01,2009,1,PHI,NL,6,6,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +batesaa01,2009,1,BOS,AL,5,11,2,4,2,0,0,2,0,0,1,4,0,0,0,0,0 +batismi01,2009,1,SEA,AL,56,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +bautide01,2009,1,PIT,NL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bautijo02,2009,1,TOR,AL,113,336,54,79,13,3,13,40,4,0,56,85,1,4,6,2,9 +bayja01,2009,1,BOS,AL,151,531,103,142,29,3,36,119,13,3,94,162,4,9,0,4,9 +bazaryo01,2009,1,HOU,NL,10,10,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +beckejo02,2009,1,BOS,AL,32,5,1,1,0,0,1,1,0,0,0,3,0,0,0,0,0 +beckhgo01,2009,1,CHA,AL,103,378,58,102,28,1,14,63,7,4,41,65,0,6,1,4,10 +bedarer01,2009,1,SEA,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +beimejo01,2009,1,WAS,NL,45,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +beimejo01,2009,2,COL,NL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +belisma01,2009,1,COL,NL,24,3,0,0,0,0,0,0,0,0,0,2,0,0,1,0,1 +belisro01,2009,1,LAN,NL,69,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +bellhe01,2009,1,SDN,NL,68,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +belliro01,2009,1,WAS,NL,86,187,26,46,7,1,5,22,2,0,14,40,0,0,1,2,7 +belliro01,2009,2,LAN,NL,24,77,13,27,7,0,5,17,1,0,6,16,0,0,0,0,3 +belloed01,2009,1,COL,NL,2,8,1,2,0,0,0,0,0,0,1,1,1,0,0,0,0 +belltr01,2009,1,LAA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +beltrad01,2009,1,SEA,AL,111,449,54,119,27,0,8,44,13,2,19,74,1,7,0,2,19 +beltrca01,2009,1,NYN,NL,81,308,50,100,22,1,10,48,11,1,47,43,10,1,0,1,9 +benneje01,2009,1,ATL,NL,33,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +benneje01,2009,2,TBA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bensokr01,2009,1,TEX,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bergebr02,2009,1,BAL,AL,19,5,1,1,0,0,0,0,0,0,0,0,0,0,2,0,0 +bergju01,2009,1,CHN,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bergmja01,2009,1,WAS,NL,56,2,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +berkeja01,2009,1,BAL,AL,24,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +berkmla01,2009,1,HOU,NL,136,460,73,126,31,1,25,80,7,4,97,98,14,1,0,4,13 +bernaro01,2009,1,WAS,NL,3,4,1,1,1,0,0,0,1,0,1,1,0,0,0,0,0 +berroan01,2009,1,NYA,AL,21,22,6,3,1,0,0,1,0,0,0,6,0,1,1,0,1 +berroan01,2009,2,NYN,NL,14,27,4,4,1,0,0,2,0,0,3,6,1,0,1,0,1 +betanra01,2009,1,CLE,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +betanra01,2009,2,COL,NL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +betanyu01,2009,1,SEA,AL,63,224,15,56,10,1,2,22,3,1,10,18,0,0,8,3,9 +betanyu01,2009,2,KCA,AL,71,246,25,59,10,5,4,27,0,2,11,26,0,0,3,3,8 +betemwi01,2009,1,CHA,AL,20,45,2,9,5,0,0,3,0,0,5,13,0,0,0,0,2 +billich01,2009,1,LAN,NL,33,56,2,10,2,0,1,4,0,0,4,24,0,0,7,0,1 +bixlebr01,2009,1,PIT,NL,18,44,5,10,5,0,0,3,1,0,2,26,0,0,0,0,0 +blackni01,2009,1,MIN,AL,33,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +blakeca01,2009,1,LAN,NL,139,485,84,136,25,6,18,79,3,4,63,116,8,6,1,10,12 +blaloha01,2009,1,TEX,AL,123,462,62,108,21,4,25,66,2,0,26,108,2,3,0,4,6 +blancan01,2009,1,CHN,NL,53,123,15,31,8,0,1,12,0,2,8,14,3,1,6,0,4 +blancgr01,2009,1,ATL,NL,24,43,5,8,0,1,0,1,2,0,4,9,0,0,1,0,1 +blanche01,2009,1,SDN,NL,67,204,21,48,12,0,6,16,0,0,26,50,2,0,1,1,5 +blankky01,2009,1,SDN,NL,54,148,24,37,9,0,10,22,1,1,18,55,1,6,0,0,4 +blantjo01,2009,1,PHI,NL,31,55,4,7,0,0,0,1,0,0,4,21,0,1,9,0,0 +blevije01,2009,1,OAK,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bloomwi01,2009,1,KCA,AL,125,434,52,115,11,8,4,29,25,6,27,73,1,1,4,2,7 +blumge01,2009,1,HOU,NL,120,381,34,94,14,1,10,49,0,1,33,61,4,7,0,6,9 +boggsbr01,2009,1,TEX,AL,9,17,0,1,1,0,0,0,0,0,1,8,0,0,0,0,0 +boggsmi01,2009,1,SLN,NL,16,14,1,1,1,0,0,0,0,0,0,6,0,0,3,0,0 +bondeje01,2009,1,DET,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bonifem01,2009,1,FLO,NL,127,461,72,116,11,6,1,27,21,9,34,95,0,2,8,4,5 +bonined01,2009,1,DET,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +booneaa01,2009,1,HOU,NL,10,13,0,0,0,0,0,0,0,0,0,2,0,1,0,0,0 +bootcch01,2009,1,PIT,NL,13,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +borboju01,2009,1,TEX,AL,46,157,30,49,4,0,4,20,19,4,15,28,0,1,6,0,3 +bourgja01,2009,1,MIL,NL,24,37,6,7,0,0,1,3,3,0,3,7,0,0,0,0,2 +bournmi01,2009,1,HOU,NL,157,606,97,173,27,12,3,35,61,12,63,140,1,2,5,2,1 +bowdemi01,2009,1,BOS,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bowkejo01,2009,1,SFN,NL,31,67,7,13,2,2,2,7,1,0,4,18,0,1,0,1,0 +boyerbl01,2009,1,ATL,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +boyerbl01,2009,2,SLN,NL,15,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +boyerbl01,2009,3,ARI,NL,30,3,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +bradeda01,2009,1,OAK,AL,22,3,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +bradfch01,2009,1,TBA,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bradlmi01,2009,1,CHN,NL,124,393,61,101,17,1,12,40,2,3,66,95,4,11,2,1,10 +brantmi02,2009,1,CLE,AL,28,112,10,35,4,0,0,11,4,4,8,19,0,0,1,0,3 +branyru01,2009,1,SEA,AL,116,431,64,108,21,1,31,76,2,0,58,149,6,9,1,6,6 +braunry02,2009,1,MIL,NL,158,635,113,203,39,6,32,114,20,6,57,121,1,13,0,3,6 +breslcr01,2009,1,MIN,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +breslcr01,2009,2,OAK,AL,60,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brignre01,2009,1,TBA,AL,31,90,10,25,8,2,1,6,2,2,3,20,0,0,0,0,1 +broadla01,2009,1,CHA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +broadla01,2009,2,NYN,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brocado01,2009,1,HOU,NL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +browndu01,2009,1,BOS,AL,7,3,1,1,0,0,1,1,0,0,1,0,0,0,0,0,0 +brownem01,2009,1,NYN,NL,3,5,0,1,0,0,0,0,0,0,1,0,0,0,0,0,1 +broxtjo01,2009,1,LAN,NL,73,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bruceja01,2009,1,CIN,NL,101,345,47,77,15,2,22,58,3,3,38,75,2,2,1,1,5 +brunebr01,2009,1,NYA,AL,44,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brunter01,2009,1,PHI,NL,72,105,15,18,7,0,0,7,2,0,5,26,0,3,2,3,2 +buchhcl01,2009,1,BOS,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +buckjo01,2009,1,KCA,AL,59,186,16,46,12,4,8,36,1,1,13,55,0,1,1,1,2 +bucknbi02,2009,1,ARI,NL,16,21,0,5,2,0,0,6,0,0,0,8,0,0,2,0,1 +bucktr01,2009,1,OAK,AL,36,105,11,23,3,0,3,10,1,1,10,20,0,0,0,0,0 +buddery01,2009,1,LAA,AL,3,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +buehrma01,2009,1,CHA,AL,33,4,1,1,0,0,1,1,0,0,0,1,0,0,1,0,0 +bulgeja01,2009,1,LAA,AL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bullibr01,2009,1,TOR,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bumgama01,2009,1,SFN,NL,4,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +burkech01,2009,1,SDN,NL,32,82,8,17,5,0,1,5,4,1,6,16,0,1,0,0,1 +burkegr01,2009,1,SDN,NL,48,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +burkeja02,2009,1,SEA,AL,13,41,1,5,0,0,1,1,0,0,2,13,0,0,0,0,2 +burkeja02,2009,2,WAS,NL,6,10,0,1,0,0,0,1,0,0,1,5,0,0,1,1,0 +burneaj01,2009,1,NYA,AL,33,5,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +burnese01,2009,1,PIT,NL,38,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +burnese01,2009,2,WAS,NL,33,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +burnsmi01,2009,1,MIL,NL,15,13,1,1,0,0,0,2,0,0,2,7,0,0,3,0,0 +burrebr01,2009,1,TOR,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +burrepa01,2009,1,TBA,AL,122,412,45,91,16,1,14,64,2,0,57,119,2,2,0,5,6 +burriem01,2009,1,SFN,NL,61,202,18,48,6,0,0,13,11,4,14,34,1,2,1,1,3 +burtoja01,2009,1,CIN,NL,53,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +buschbr01,2009,1,MIN,AL,61,136,14,32,3,1,2,12,0,0,24,35,0,3,0,1,3 +bushda01,2009,1,MIL,NL,22,34,2,4,0,0,0,0,0,0,4,16,0,0,2,0,0 +butlebi03,2009,1,KCA,AL,159,608,78,183,51,1,21,93,1,0,58,103,3,2,0,4,20 +butlejo03,2009,1,MIL,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +byrdati01,2009,1,HOU,NL,76,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +byrdma01,2009,1,TEX,AL,146,547,66,155,43,2,20,89,8,4,32,98,2,10,0,10,11 +byrdpa01,2009,1,BOS,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +byrneer01,2009,1,ARI,NL,84,239,26,54,14,1,8,31,9,3,12,30,0,3,2,2,4 +cabreas01,2009,1,CLE,AL,131,523,81,161,42,4,6,68,17,4,44,89,1,1,10,3,13 +cabreda01,2009,1,WAS,NL,9,11,0,0,0,0,0,0,0,0,2,9,0,1,2,0,0 +cabreda01,2009,2,ARI,NL,6,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +cabreev01,2009,1,SDN,NL,103,377,59,96,18,8,2,31,25,8,46,88,5,5,8,2,3 +cabrefe01,2009,1,BOS,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cabreme01,2009,1,NYA,AL,154,485,66,133,28,1,13,68,10,2,43,59,4,4,4,4,15 +cabremi01,2009,1,DET,AL,160,611,96,198,34,0,34,103,6,2,68,107,14,5,0,1,22 +cabreor01,2009,1,OAK,AL,101,414,41,116,23,0,4,41,11,4,25,39,1,0,5,4,13 +cabreor01,2009,2,MIN,AL,59,242,42,70,13,3,5,36,2,0,11,32,0,0,1,6,9 +cahiltr01,2009,1,OAK,AL,32,2,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +cainma01,2009,1,SFN,NL,33,60,2,9,2,1,0,3,0,0,4,31,0,0,9,0,0 +cairomi01,2009,1,PHI,NL,27,45,6,12,2,1,1,2,0,0,0,4,0,1,1,0,1 +calerki01,2009,1,FLO,NL,67,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +callaal01,2009,1,KCA,AL,155,576,79,173,41,8,11,73,2,1,52,51,4,1,0,5,15 +camerke01,2009,1,OAK,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +camermi01,2009,1,MIL,NL,149,544,78,136,32,3,24,70,7,3,75,156,3,4,0,5,12 +campijo01,2009,1,ATL,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +campsh01,2009,1,TOR,AL,59,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cancero01,2009,1,NYN,NL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +canizba01,2009,1,ATL,NL,5,21,1,4,1,0,0,0,0,0,0,6,0,0,0,0,0 +canoro01,2009,1,NYA,AL,161,637,103,204,48,2,25,85,5,7,30,63,2,3,0,4,22 +cantujo01,2009,1,FLO,NL,149,585,67,169,42,0,16,100,3,1,47,81,4,6,0,5,15 +cappsma01,2009,1,PIT,NL,57,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +carides01,2009,1,CHN,NL,14,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +carlilu01,2009,1,ARI,NL,10,18,3,3,0,0,0,1,0,0,3,3,0,0,0,0,0 +carlsje01,2009,1,TOR,AL,73,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +carlybu01,2009,1,ATL,NL,17,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +carmofa01,2009,1,CLE,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +carpean01,2009,1,PHI,NL,3,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +carpech01,2009,1,SLN,NL,28,63,3,11,3,0,1,7,0,0,2,13,0,1,3,0,1 +carpmi01,2009,1,SEA,AL,21,54,7,17,3,1,1,5,0,0,8,10,0,2,0,1,1 +carraca01,2009,1,CLE,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +carradj01,2009,1,CHA,AL,49,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +carrice01,2009,1,SDN,NL,3,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +carrobr01,2009,1,FLO,NL,92,141,18,33,8,2,3,18,0,0,11,33,1,4,1,1,2 +carroja01,2009,1,CLE,AL,93,315,53,87,10,2,2,26,4,2,36,63,0,3,3,1,8 +carsoma01,2009,1,OAK,AL,10,21,1,6,0,0,1,5,0,0,0,7,0,0,0,1,0 +cartech01,2009,1,BOS,AL,4,5,0,0,0,0,0,1,0,0,0,4,0,0,0,1,0 +cashke01,2009,1,NYA,AL,10,26,1,6,2,0,0,3,0,0,0,5,0,1,0,1,1 +casilal01,2009,1,MIN,AL,80,228,25,46,7,3,0,17,11,0,22,36,0,3,2,1,6 +castial02,2009,1,BAL,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +castilu01,2009,1,NYN,NL,142,486,77,147,12,3,1,40,20,6,69,58,3,1,19,5,15 +castiwi01,2009,1,CIN,NL,4,3,0,2,0,0,0,1,0,0,0,0,0,0,0,0,0 +castrju01,2009,1,LAN,NL,57,112,18,31,4,0,1,9,0,0,6,25,1,0,2,1,1 +castrra01,2009,1,NYN,NL,26,79,5,20,5,0,3,13,0,0,8,16,1,0,0,0,3 +castrra01,2009,2,CHA,AL,31,76,8,14,3,0,4,12,0,0,8,23,0,0,0,0,1 +catalfr01,2009,1,MIL,NL,77,144,18,40,6,3,1,9,2,0,14,23,5,2,0,2,2 +cecilbr01,2009,1,TOR,AL,18,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +cedenro02,2009,1,SEA,AL,59,186,15,31,4,2,5,17,3,2,10,50,1,1,9,0,6 +cedenro02,2009,2,PIT,NL,46,155,17,40,4,1,5,21,2,0,9,29,2,2,4,0,3 +cervefr01,2009,1,NYA,AL,42,94,13,28,4,0,1,11,0,3,2,11,0,0,4,1,1 +chacijh01,2009,1,COL,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chambjo03,2009,1,NYA,AL,32,2,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +chaveen01,2009,1,SEA,AL,54,161,17,44,3,1,2,13,9,1,14,22,1,0,5,2,4 +chaveer01,2009,1,OAK,AL,8,30,0,3,1,0,0,1,0,0,1,7,0,0,0,0,0 +chaveje01,2009,1,PIT,NL,73,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +chavera01,2009,1,TOR,AL,51,159,10,41,8,0,2,15,1,1,6,23,0,0,3,0,4 +chenbr01,2009,1,KCA,AL,17,1,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0 +choatra01,2009,1,TBA,AL,61,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +choosh01,2009,1,CLE,AL,156,583,87,175,38,6,20,86,21,2,78,151,5,17,0,7,9 +chulkvi01,2009,1,CLE,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +churcry01,2009,1,NYN,NL,67,232,26,65,16,0,2,22,6,2,17,36,4,2,2,2,7 +churcry01,2009,2,ATL,NL,44,127,20,33,12,0,2,18,0,0,16,22,2,1,0,0,4 +cintral01,2009,1,WAS,NL,21,26,1,2,0,0,0,0,0,0,2,7,0,0,0,0,1 +claggan01,2009,1,NYA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +claggan01,2009,2,PIT,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clarkto02,2009,1,ARI,NL,36,66,7,12,4,0,4,11,0,0,11,24,0,0,0,1,3 +clippty01,2009,1,WAS,NL,41,7,0,0,0,0,0,0,0,0,0,4,0,0,0,0,1 +coffeto01,2009,1,MIL,NL,78,3,0,0,0,0,0,0,0,0,0,2,0,0,3,0,0 +coghlch01,2009,1,FLO,NL,128,504,84,162,31,6,9,47,8,5,53,77,2,4,3,1,3 +cokeph01,2009,1,NYA,AL,72,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +colomje01,2009,1,WAS,NL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +colomje01,2009,2,MIL,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +colonba01,2009,1,CHA,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +colonro01,2009,1,KCA,AL,43,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +colvity01,2009,1,CHN,NL,6,17,1,3,0,0,0,2,0,0,2,5,0,0,0,1,0 +condrcl01,2009,1,PHI,NL,45,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +conrabr01,2009,1,ATL,NL,30,54,7,11,1,2,2,8,0,0,3,14,1,1,0,0,1 +contrjo01,2009,1,CHA,AL,21,6,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +contrjo01,2009,2,COL,NL,7,3,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +cookaa01,2009,1,COL,NL,28,44,3,5,1,0,0,6,0,0,7,14,0,1,5,1,0 +coraal01,2009,1,NYN,NL,82,271,31,68,11,1,1,18,8,3,25,28,1,3,8,1,2 +corcoro01,2009,1,SEA,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cordefr01,2009,1,CIN,NL,68,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cormila01,2009,1,TBA,AL,53,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +corpama01,2009,1,COL,NL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +corpoca01,2009,1,MIL,NL,1,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +correke01,2009,1,SDN,NL,37,55,2,8,1,0,0,0,0,1,2,21,0,0,11,0,1 +costech01,2009,1,PHI,NL,45,102,12,25,8,0,2,8,0,0,14,27,1,1,1,0,2 +costech01,2009,2,HOU,NL,43,103,3,21,5,0,0,10,0,0,8,28,0,0,0,1,3 +cottsne01,2009,1,CHN,NL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +counscr01,2009,1,MIL,NL,130,404,61,115,22,8,4,39,3,4,42,54,0,6,3,4,12 +crainje01,2009,1,MIN,AL,56,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +crawfca02,2009,1,TBA,AL,156,606,96,185,28,8,15,68,60,16,51,99,1,8,2,5,7 +credejo01,2009,1,MIN,AL,90,333,42,75,16,1,15,48,0,0,29,56,1,2,0,3,6 +crispco01,2009,1,KCA,AL,49,180,30,41,8,5,3,14,13,2,29,23,1,1,4,1,4 +crosbbo01,2009,1,OAK,AL,97,238,35,53,10,2,6,29,2,1,24,44,0,2,4,4,7 +crowetr01,2009,1,CLE,AL,68,183,22,43,9,3,1,17,6,0,11,39,0,1,4,3,7 +cruzju02,2009,1,KCA,AL,46,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cruzlu01,2009,1,PIT,NL,27,70,5,15,1,0,0,2,0,0,6,7,1,1,0,1,1 +cruzne02,2009,1,TEX,AL,128,462,75,120,21,1,33,76,20,4,49,118,6,2,0,2,9 +cuddymi01,2009,1,MIN,AL,153,588,93,162,34,7,32,94,6,1,54,118,3,6,0,2,22 +cuetojo01,2009,1,CIN,NL,30,46,5,6,0,0,0,1,0,0,3,17,0,0,10,0,2 +cunniaa01,2009,1,OAK,AL,23,53,6,8,2,0,1,6,0,0,3,16,0,1,0,0,3 +custja01,2009,1,OAK,AL,149,513,88,123,16,0,25,70,4,1,93,185,5,2,0,4,7 +daleyma01,2009,1,COL,NL,57,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +damonjo01,2009,1,NYA,AL,143,550,107,155,36,3,24,82,12,0,71,98,1,2,2,1,9 +danksjo01,2009,1,CHA,AL,32,2,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +davidda01,2009,1,FLO,NL,1,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +davidda02,2009,1,LAA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +davieky01,2009,1,KCA,AL,22,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +davisch02,2009,1,TEX,AL,113,391,48,93,15,1,21,59,0,0,24,150,2,2,0,2,6 +davisdo02,2009,1,ARI,NL,34,63,2,10,1,1,0,3,0,0,0,21,0,0,6,0,1 +davisra01,2009,1,OAK,AL,125,390,65,119,27,5,3,48,41,12,29,70,0,7,2,4,12 +daviswa01,2009,1,TBA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +deazaal01,2009,1,FLO,NL,22,20,6,5,1,0,0,3,0,0,5,5,0,0,1,1,0 +dejesda01,2009,1,KCA,AL,144,558,74,157,28,9,13,71,4,9,51,87,0,8,5,5,10 +delaceu01,2009,1,SDN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +delarjo01,2009,1,COL,NL,33,57,3,7,2,0,0,3,0,0,1,30,0,0,5,0,0 +delcama01,2009,1,BOS,AL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +delgaca01,2009,1,NYN,NL,26,94,15,28,7,1,4,23,0,0,12,20,0,4,0,2,3 +delluda01,2009,1,CLE,AL,14,40,3,11,3,0,0,1,0,0,2,12,1,2,0,1,1 +delluda01,2009,2,TOR,AL,8,25,2,1,1,0,0,2,0,0,3,7,0,1,0,0,2 +dempsry01,2009,1,CHN,NL,31,64,2,8,1,0,0,5,0,0,4,20,0,0,7,0,0 +denorch01,2009,1,OAK,AL,4,2,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0 +derosma01,2009,1,CLE,AL,71,278,47,75,13,0,13,50,1,1,29,63,1,3,1,3,6 +derosma01,2009,2,SLN,NL,68,237,31,54,10,1,10,28,2,1,18,58,0,4,1,2,5 +desmoia01,2009,1,WAS,NL,21,82,9,23,7,2,4,12,1,0,5,14,0,0,1,1,2 +desseel01,2009,1,NYN,NL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +detwiro01,2009,1,WAS,NL,15,19,1,1,0,0,0,1,0,0,0,12,0,0,0,0,0 +dewitbl01,2009,1,LAN,NL,31,49,4,10,3,0,2,4,0,0,3,7,0,0,0,1,2 +diazma02,2009,1,ATL,NL,125,371,56,116,18,4,13,58,12,5,35,90,2,13,5,1,14 +diazro01,2009,1,PIT,NL,41,129,9,36,7,0,1,19,0,1,3,9,0,3,1,2,5 +dickech01,2009,1,CIN,NL,97,255,31,70,13,3,2,15,11,3,39,66,1,1,2,2,3 +dickera01,2009,1,MIN,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +difelma01,2009,1,MIL,NL,59,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +dillati01,2009,1,MIL,NL,2,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +dillojo02,2009,1,TBA,AL,15,30,4,9,0,0,1,2,0,0,3,4,0,2,0,0,1 +dinarle01,2009,1,KCA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dlugabr01,2009,1,DET,AL,5,3,1,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +dobbsgr01,2009,1,PHI,NL,97,154,15,38,6,0,5,20,1,0,11,29,1,1,0,3,2 +dolsifr01,2009,1,DET,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +donnebr01,2009,1,FLO,NL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +doteloc01,2009,1,CHA,AL,62,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +doumiry01,2009,1,PIT,NL,75,280,31,70,16,0,10,38,4,0,20,49,6,1,0,3,12 +downsma01,2009,1,SFN,NL,17,53,6,9,2,0,1,2,1,0,6,13,1,0,0,1,2 +downssc01,2009,1,TOR,AL,48,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +drewjd01,2009,1,BOS,AL,137,452,84,126,30,4,24,68,2,6,82,109,5,3,1,1,6 +drewst01,2009,1,ARI,NL,135,533,71,139,29,12,12,65,5,1,49,87,7,1,5,7,4 +duensbr01,2009,1,MIN,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +duffych01,2009,1,MIL,NL,19,32,3,4,1,0,0,3,0,0,4,12,0,0,1,0,1 +dukesel01,2009,1,WAS,NL,107,364,38,91,20,4,8,58,3,10,46,74,2,3,0,3,8 +dukeza01,2009,1,PIT,NL,33,60,1,12,2,0,0,5,0,0,4,18,0,0,14,1,0 +dumatph01,2009,1,PIT,NL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +duncach01,2009,1,SLN,NL,87,260,25,59,15,2,5,32,0,1,41,67,1,0,0,3,6 +duncash01,2009,1,NYA,AL,11,15,1,3,0,0,0,1,0,0,0,5,0,0,0,0,1 +dunnad01,2009,1,WAS,NL,159,546,81,146,29,0,38,105,0,1,116,177,16,4,0,2,8 +dunnmi01,2009,1,NYA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +duranlu01,2009,1,SDN,NL,9,11,3,6,0,0,0,0,2,1,2,2,0,0,1,0,0 +durbich01,2009,1,PHI,NL,59,7,0,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +dyeje01,2009,1,CHA,AL,141,503,78,126,19,1,27,81,0,2,64,108,2,5,0,2,15 +eatonad01,2009,1,BAL,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +eatonad01,2009,2,COL,NL,4,0,1,0,0,0,0,1,0,0,1,0,0,0,0,0,0 +eckstda01,2009,1,SDN,NL,136,503,64,131,27,2,2,51,3,1,39,46,1,9,13,4,8 +egberja01,2009,1,CHA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ekstrmi01,2009,1,SDN,NL,12,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +elbersc01,2009,1,LAN,NL,19,5,1,1,1,0,0,1,0,0,0,2,0,0,0,0,0 +ellisaj01,2009,1,LAN,NL,8,10,0,1,0,0,0,1,0,0,0,1,0,0,0,0,0 +ellisma01,2009,1,OAK,AL,105,377,52,99,23,0,10,61,10,3,23,54,1,2,3,5,10 +ellsbja01,2009,1,BOS,AL,153,624,94,188,27,10,8,60,70,12,49,74,3,6,6,6,13 +embreal01,2009,1,COL,NL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +encared01,2009,1,CIN,NL,43,139,10,29,6,1,5,16,1,1,24,38,0,2,0,0,3 +encared01,2009,2,TOR,AL,42,154,25,37,5,1,8,23,1,0,13,29,0,3,0,3,2 +erstada01,2009,1,HOU,NL,107,134,13,26,8,2,2,11,0,2,14,31,3,0,1,1,2 +escalse01,2009,1,PHI,NL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +escobal02,2009,1,MIL,NL,38,125,20,38,3,1,1,11,4,2,4,18,0,2,2,1,0 +escobke01,2009,1,LAA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +escobyu01,2009,1,ATL,NL,141,528,89,158,26,2,14,76,5,4,57,62,3,10,7,2,21 +estrama01,2009,1,WAS,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0 +ethiean01,2009,1,LAN,NL,160,596,92,162,42,3,31,106,6,4,72,116,10,13,0,4,19 +evansni01,2009,1,NYN,NL,30,65,5,15,5,1,1,7,0,0,4,20,0,0,0,0,4 +evanste01,2009,1,LAA,AL,11,7,2,2,0,0,0,1,0,0,0,2,0,0,0,0,0 +evelada01,2009,1,OAK,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +everead01,2009,1,DET,AL,118,345,43,82,21,0,3,44,5,2,22,61,0,4,15,4,9 +everito01,2009,1,OAK,AL,24,85,13,19,6,0,2,7,0,0,8,17,1,2,1,1,6 +eyresc01,2009,1,PHI,NL,42,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +eyrewi01,2009,1,TEX,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +farnsky01,2009,1,KCA,AL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +feldmsc01,2009,1,TEX,AL,34,5,0,0,0,0,0,0,0,0,0,1,0,0,3,0,0 +felicpe01,2009,1,NYN,NL,88,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +felizne01,2009,1,TEX,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +felizpe01,2009,1,PHI,NL,158,580,62,154,30,2,12,82,0,1,35,68,3,3,2,5,12 +fieldjo02,2009,1,CHA,AL,79,239,29,53,5,2,7,30,2,3,25,76,0,2,2,0,5 +fieldpr01,2009,1,MIL,NL,162,591,103,177,35,3,46,141,2,3,110,138,21,9,0,9,14 +fienca01,2009,1,DET,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +figaral01,2009,1,DET,AL,5,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +figgich01,2009,1,LAA,AL,158,615,114,183,30,7,5,54,42,17,101,114,0,1,8,4,8 +figuene01,2009,1,NYN,NL,16,22,1,3,0,1,0,3,0,0,1,8,0,0,2,0,0 +fioreje01,2009,1,BAL,AL,24,64,8,18,1,0,0,8,2,0,8,16,0,0,1,2,1 +fisheca01,2009,1,CIN,NL,39,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +fistedo01,2009,1,SEA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +floreje02,2009,1,WAS,NL,29,93,13,28,3,2,4,15,0,0,11,26,1,0,1,1,1 +florera01,2009,1,COL,NL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +flowety01,2009,1,CHA,AL,10,16,3,3,1,0,0,0,0,0,3,8,0,1,0,0,1 +floydcl01,2009,1,SDN,NL,10,16,0,2,0,0,0,0,0,0,1,7,0,0,0,0,0 +floydga01,2009,1,CHA,AL,30,1,0,0,0,0,0,0,0,0,0,1,0,0,2,0,0 +foggjo01,2009,1,COL,NL,24,9,0,1,0,0,0,0,0,0,1,1,0,0,2,0,0 +fontemi01,2009,1,CHN,NL,135,377,38,89,22,2,9,43,4,1,35,83,4,2,0,5,7 +fossuca01,2009,1,NYN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fowlede01,2009,1,COL,NL,135,433,73,115,29,10,4,34,27,10,67,116,1,1,14,3,4 +foxch02,2009,1,CHN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +foxja02,2009,1,CHN,NL,82,216,23,56,12,0,11,44,0,0,14,47,1,5,0,6,5 +francbe01,2009,1,CLE,AL,89,308,48,77,21,1,10,33,13,3,33,59,0,8,4,2,11 +francbe01,2009,2,PHI,NL,37,97,10,27,9,0,5,13,1,4,5,24,0,1,0,1,1 +francfr01,2009,1,TEX,AL,51,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +francje02,2009,1,ATL,NL,82,304,32,76,12,2,5,35,5,1,12,46,2,3,1,4,10 +francje02,2009,2,NYN,NL,75,289,40,90,20,2,10,41,1,3,11,46,3,3,0,5,3 +francju02,2009,1,CIN,NL,14,21,4,9,1,0,1,7,0,0,3,7,0,1,0,0,0 +frandke01,2009,1,SFN,NL,23,50,3,7,2,0,0,1,0,0,3,4,0,1,0,0,2 +frankry01,2009,1,SLN,NL,62,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +frasoja01,2009,1,TOR,AL,61,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +freelry01,2009,1,BAL,AL,9,15,2,2,0,0,0,1,0,0,5,4,0,0,0,0,0 +freelry01,2009,2,CHN,NL,14,28,1,4,0,0,0,1,1,0,2,7,0,1,1,0,1 +freelry01,2009,3,KCA,AL,18,45,8,11,2,0,0,3,0,0,4,12,0,0,0,0,0 +freesda01,2009,1,SLN,NL,17,31,3,10,2,0,1,7,0,0,2,7,0,0,0,1,1 +frenclu01,2009,1,DET,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +frenclu01,2009,2,SEA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +frierer01,2009,1,SDN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fuentbr01,2009,1,LAA,AL,65,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fukudko01,2009,1,CHN,NL,146,499,79,129,38,5,11,54,6,10,93,112,3,3,3,5,15 +fulchje01,2009,1,HOU,NL,61,3,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0 +fuldsa01,2009,1,CHN,NL,65,97,17,29,6,1,1,2,2,1,17,10,1,1,0,0,1 +furcara01,2009,1,LAN,NL,150,613,92,165,28,5,9,47,12,6,61,89,2,1,3,2,11 +gabinar01,2009,1,MIN,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +galarar01,2009,1,DET,AL,29,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +gallase01,2009,1,OAK,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gallase01,2009,2,SDN,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gallayo01,2009,1,MIL,NL,31,58,6,10,2,0,2,8,0,0,2,23,0,0,5,1,1 +gamelma01,2009,1,MIL,NL,61,128,11,31,6,1,5,20,1,0,18,54,2,1,0,1,1 +garatvi01,2009,1,WAS,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +garcifr02,2009,1,CHA,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +garcija01,2009,1,OAK,AL,46,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +garcino01,2009,1,OAK,AL,65,160,17,45,8,0,3,16,2,0,8,28,1,0,0,1,4 +gardnbr01,2009,1,NYA,AL,108,248,48,67,6,6,3,23,26,5,26,40,0,3,6,1,3 +garkory01,2009,1,CLE,AL,78,239,29,68,10,0,11,39,0,0,20,40,1,10,2,2,6 +garkory01,2009,2,SFN,NL,40,115,10,27,3,1,2,12,0,0,9,10,0,3,0,0,2 +garlajo01,2009,1,ARI,NL,28,58,3,6,0,0,0,1,0,0,1,26,0,0,3,0,0 +garlajo01,2009,2,LAN,NL,6,12,0,0,0,0,0,0,0,0,0,8,0,1,0,0,0 +garzama01,2009,1,TBA,AL,32,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +gathrjo01,2009,1,CHN,NL,20,14,2,3,0,0,0,0,1,2,1,6,0,0,0,0,0 +gathrjo01,2009,2,BOS,AL,17,16,7,5,0,0,0,0,1,0,1,2,0,0,0,0,2 +gaudich01,2009,1,SDN,NL,20,28,0,1,0,0,0,0,0,0,1,14,0,0,1,0,0 +gaudich01,2009,2,NYA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gearyge01,2009,1,HOU,NL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +geerjo01,2009,1,SDN,NL,19,24,2,4,1,0,0,1,0,0,2,10,0,0,5,0,0 +gentrcr01,2009,1,TEX,AL,11,17,4,2,1,0,0,1,0,0,2,5,0,0,0,0,0 +germaes01,2009,1,TEX,AL,19,46,9,14,4,0,0,4,1,0,4,7,0,0,0,0,0 +gerutjo01,2009,1,SDN,NL,37,113,17,25,6,0,4,14,2,0,5,22,1,0,0,3,2 +gerutjo01,2009,2,MIL,NL,85,161,23,38,7,0,5,21,4,2,14,21,0,1,0,1,6 +gervasa01,2009,1,HOU,NL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +getzch01,2009,1,CHA,AL,107,375,49,98,18,4,2,31,25,2,30,54,1,6,1,3,4 +giambja01,2009,1,OAK,AL,83,269,39,52,13,0,11,40,0,0,50,72,1,7,0,2,6 +giambja01,2009,2,COL,NL,19,24,4,7,1,0,2,11,0,0,7,8,0,0,0,0,0 +gieseda01,2009,1,OAK,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gilesbr02,2009,1,SDN,NL,61,225,18,43,10,1,2,23,1,0,26,31,2,1,0,1,6 +gimench01,2009,1,CLE,AL,45,111,12,16,2,0,3,7,1,1,17,36,0,0,1,1,3 +glaustr01,2009,1,SLN,NL,14,29,2,5,2,0,0,2,0,0,3,8,0,0,0,0,1 +gloadro01,2009,1,FLO,NL,125,230,33,60,10,2,6,30,0,0,23,30,4,2,1,3,3 +gobblji01,2009,1,CHA,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +golsogr01,2009,1,TEX,AL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +gomesjo01,2009,1,CIN,NL,98,281,39,75,17,0,20,51,3,1,26,85,2,5,0,2,8 +gomezca01,2009,1,MIN,AL,137,315,51,72,15,5,3,28,14,7,22,72,0,4,7,1,1 +gonzaad01,2009,1,SDN,NL,160,552,90,153,27,2,40,99,1,1,119,109,22,5,1,4,23 +gonzaal02,2009,1,CIN,NL,68,243,16,51,12,0,3,26,0,1,15,36,4,2,6,4,3 +gonzaal02,2009,2,BOS,AL,44,148,26,42,10,0,5,15,2,0,5,29,0,2,4,0,4 +gonzaal03,2009,1,WAS,NL,105,291,31,77,16,3,1,33,1,1,14,27,1,3,2,6,8 +gonzaan01,2009,1,FLO,NL,14,12,1,1,0,1,0,0,0,0,0,4,0,0,0,0,0 +gonzaca01,2009,1,COL,NL,89,278,53,79,14,7,13,29,16,4,28,70,3,3,5,3,3 +gonzaed01,2009,1,OAK,AL,26,2,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0 +gonzaed02,2009,1,SDN,NL,82,153,16,33,8,2,4,18,1,2,11,36,0,3,0,2,5 +gonzaen01,2009,1,BOS,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gonzagi01,2009,1,OAK,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gonzami02,2009,1,ATL,NL,80,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gordoal01,2009,1,KCA,AL,49,164,28,38,6,0,6,22,5,0,21,43,0,2,1,1,5 +gordoto01,2009,1,ARI,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gorecre01,2009,1,ATL,NL,31,25,6,5,0,0,0,3,1,0,1,12,0,0,0,1,0 +gorzeto01,2009,1,PIT,NL,9,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +gorzeto01,2009,2,CHN,NL,13,12,0,2,0,0,0,2,0,0,1,4,0,0,1,0,0 +goslimi01,2009,1,CLE,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grabojo02,2009,1,PIT,NL,45,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +grabojo02,2009,2,CHN,NL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +graffto01,2009,1,CLE,AL,7,23,1,3,1,0,0,0,0,0,1,5,0,0,0,0,1 +grandcu01,2009,1,DET,AL,160,631,91,157,23,8,30,71,20,6,72,141,4,2,3,2,1 +grayje02,2009,1,OAK,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +greenan01,2009,1,NYN,NL,4,4,0,1,0,0,0,0,0,0,1,1,0,0,0,0,0 +greenkh01,2009,1,SLN,NL,77,170,21,34,7,0,6,24,2,1,15,35,1,3,2,3,5 +greenni01,2009,1,BOS,AL,104,276,35,65,18,0,6,35,1,4,20,69,1,8,2,3,10 +greense01,2009,1,NYN,NL,79,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +greenty02,2009,1,SLN,NL,48,108,9,24,5,0,2,7,3,0,4,32,0,3,1,0,2 +gregelu01,2009,1,SDN,NL,72,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +greggke01,2009,1,CHN,NL,72,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +greinza01,2009,1,KCA,AL,33,6,0,1,1,0,0,0,0,0,0,2,0,0,0,0,0 +griffke02,2009,1,SEA,AL,117,387,44,83,19,0,19,57,0,0,63,80,2,1,0,3,6 +grillja01,2009,1,COL,NL,22,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grillja01,2009,2,TEX,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grossga01,2009,1,TBA,AL,115,282,31,64,16,1,6,36,6,3,42,79,1,0,1,1,2 +guarded01,2009,1,TEX,AL,48,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guerrma02,2009,1,MIN,AL,79,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guerrvl01,2009,1,LAA,AL,100,383,59,113,16,1,15,50,2,1,19,56,3,4,0,1,16 +guillca01,2009,1,DET,AL,81,277,36,67,10,3,11,41,1,3,39,56,2,3,0,3,7 +guilljo01,2009,1,KCA,AL,81,281,30,68,8,0,9,40,1,0,22,50,1,8,0,1,13 +guthrje01,2009,1,BAL,AL,35,2,2,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +gutiefr01,2009,1,SEA,AL,153,565,85,160,24,1,18,70,16,5,46,122,3,3,13,2,14 +gutieju01,2009,1,ARI,NL,65,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guzmaan01,2009,1,CHN,NL,55,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +guzmacr01,2009,1,WAS,NL,135,531,74,151,24,7,6,52,4,5,16,75,0,1,6,1,9 +guzmafr01,2009,1,NYA,AL,10,6,2,1,0,0,0,1,4,1,0,1,0,0,0,1,0 +guzmaje01,2009,1,SFN,NL,12,20,0,5,0,0,0,0,0,0,0,3,0,0,0,0,2 +gwynnto02,2009,1,SDN,NL,119,393,59,106,11,6,2,21,11,7,48,65,2,2,5,3,2 +hackeer01,2009,1,PIT,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +haegech01,2009,1,LAN,NL,6,4,0,0,0,0,0,0,0,0,0,4,0,0,1,0,0 +hafnetr01,2009,1,CLE,AL,94,338,46,92,19,0,16,49,0,0,41,67,6,3,0,1,7 +hairsje02,2009,1,CIN,NL,86,307,47,78,18,1,8,27,7,3,21,46,0,3,6,3,2 +hairsje02,2009,2,NYA,AL,45,76,15,18,5,0,2,12,0,1,11,8,0,3,2,1,1 +hairssc01,2009,1,SDN,NL,56,197,26,59,14,1,10,29,8,1,17,45,0,1,1,0,4 +hairssc01,2009,2,OAK,AL,60,233,24,55,13,1,7,35,3,2,8,38,0,2,0,5,5 +hallaro01,2009,1,TOR,AL,32,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +hallbi03,2009,1,MIL,NL,76,214,22,43,12,0,6,24,1,0,19,72,0,0,0,1,10 +hallbi03,2009,2,SEA,AL,34,120,10,24,8,1,2,12,1,2,8,48,0,0,0,3,1 +hamelco01,2009,1,PHI,NL,32,61,6,9,3,0,0,5,1,0,1,29,0,0,7,0,0 +hamiljo03,2009,1,TEX,AL,89,336,43,90,19,2,10,54,8,3,24,79,2,1,0,4,5 +hammeja01,2009,1,COL,NL,34,55,1,6,1,0,0,0,0,0,2,25,0,0,3,0,2 +hamptmi01,2009,1,HOU,NL,21,37,6,12,1,0,1,7,0,0,2,8,0,0,1,1,0 +hanigry01,2009,1,CIN,NL,90,251,22,66,6,1,3,11,0,0,37,31,7,2,2,1,9 +hannaja01,2009,1,OAK,AL,52,119,12,23,6,2,1,8,0,0,13,36,0,1,1,0,2 +hannaja01,2009,2,SEA,AL,51,148,15,34,8,0,3,11,1,1,17,35,0,1,0,1,2 +hanrajo01,2009,1,WAS,NL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hanrajo01,2009,2,PIT,NL,33,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hansecr01,2009,1,PIT,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hansoto01,2009,1,ATL,NL,21,37,2,2,0,0,0,1,0,0,1,20,0,0,8,0,0 +happja01,2009,1,PHI,NL,35,43,2,4,1,0,0,1,0,0,1,15,0,0,7,0,0 +haranaa01,2009,1,CIN,NL,26,47,1,7,1,0,1,6,0,0,1,12,0,0,6,0,0 +harderi01,2009,1,CHN,NL,27,43,3,8,1,0,0,0,0,0,1,15,0,0,4,0,0 +hardyjj01,2009,1,MIL,NL,115,414,53,95,16,2,11,47,0,1,43,85,0,2,1,5,14 +harenda01,2009,1,ARI,NL,37,73,6,18,5,0,1,10,0,0,3,22,0,0,9,2,2 +harribr01,2009,1,MIN,AL,123,414,44,108,22,1,6,37,0,2,29,78,0,3,1,6,16 +harrima01,2009,1,TEX,AL,11,1,1,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +harriwi01,2009,1,WAS,NL,137,323,47,76,18,6,7,27,11,4,57,62,1,9,3,1,4 +hartco01,2009,1,MIL,NL,115,419,64,109,24,3,12,48,11,6,43,92,0,6,1,3,9 +hartke01,2009,1,CHN,NL,8,9,2,2,0,0,0,1,0,0,0,3,0,0,0,0,0 +hartke01,2009,2,PIT,NL,10,16,1,2,0,0,0,1,0,0,3,4,0,0,1,0,0 +hawkila01,2009,1,HOU,NL,65,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hawksbl01,2009,1,SLN,NL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hawpebr01,2009,1,COL,NL,145,501,82,143,42,3,23,86,1,3,79,145,7,4,0,4,17 +hayesbr01,2009,1,FLO,NL,14,11,5,3,1,0,1,2,0,0,0,4,0,1,0,0,1 +hayhudi01,2009,1,TOR,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +headlch01,2009,1,SDN,NL,156,543,62,142,31,2,12,64,10,2,62,133,3,5,0,2,19 +heilmaa01,2009,1,CHN,NL,70,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +helmswe01,2009,1,FLO,NL,113,214,18,58,11,0,3,33,1,1,13,54,1,3,1,3,10 +heltoto01,2009,1,COL,NL,151,544,79,177,38,3,15,86,0,1,89,73,5,2,0,10,15 +hendrma01,2009,1,BAL,AL,53,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hennse01,2009,1,MIN,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hennse01,2009,2,BAL,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hergema01,2009,1,CLE,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hergema01,2009,2,COL,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hermije01,2009,1,FLO,NL,129,429,48,111,14,2,13,47,5,2,56,101,4,4,0,2,6 +hernaan01,2009,1,WAS,NL,77,231,25,58,9,2,1,23,5,3,20,41,1,0,3,1,6 +hernaan01,2009,2,NYN,NL,46,135,14,34,6,2,2,14,2,2,13,22,1,0,0,1,4 +hernada01,2009,1,BAL,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hernadi01,2009,1,ATL,NL,33,85,6,12,3,0,1,6,0,1,6,22,3,0,2,0,4 +hernafe02,2009,1,SEA,AL,34,6,1,0,0,0,0,0,0,0,1,3,0,0,0,0,0 +hernali01,2009,1,NYN,NL,24,40,0,5,0,0,0,0,0,0,1,4,0,0,8,0,2 +hernali01,2009,2,WAS,NL,8,14,1,3,2,0,0,0,0,0,1,2,0,0,3,0,3 +hernalu01,2009,1,KCA,AL,37,73,4,15,1,0,0,4,1,0,4,18,0,1,3,0,2 +hernami01,2009,1,TBA,AL,35,99,12,24,3,1,1,12,2,1,7,12,0,0,1,0,5 +hernara02,2009,1,CIN,NL,81,287,25,74,13,1,5,37,1,0,33,34,2,3,4,4,7 +herreda01,2009,1,CIN,NL,70,2,0,0,0,0,0,0,0,0,1,1,0,0,1,0,0 +hestejo01,2009,1,ARI,NL,15,28,4,7,2,0,1,4,0,0,2,7,0,0,0,0,0 +hillaa01,2009,1,TOR,AL,158,682,103,195,37,0,36,108,6,2,42,98,1,5,1,4,17 +hillko01,2009,1,CHN,NL,83,253,26,60,12,2,2,24,0,0,27,78,6,1,2,1,9 +hillri01,2009,1,BAL,AL,15,8,0,1,0,0,0,1,0,0,0,3,0,0,0,0,0 +hillsh01,2009,1,SDN,NL,3,4,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +hinckmi01,2009,1,WAS,NL,14,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +hinshal01,2009,1,SFN,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hinsker01,2009,1,PIT,NL,54,106,18,27,9,0,1,11,0,0,17,27,0,3,0,0,0 +hinsker01,2009,2,NYA,AL,39,84,13,19,3,0,7,14,1,0,10,25,1,2,0,2,2 +hochelu01,2009,1,KCA,AL,25,5,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +hoffmja01,2009,1,LAN,NL,14,22,2,4,2,0,1,7,0,0,0,5,0,0,0,2,2 +hoffmtr01,2009,1,MIL,NL,55,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hoffpja01,2009,1,SLN,NL,8,12,1,3,2,0,0,2,0,0,4,2,0,0,0,0,1 +hoffpmi01,2009,1,CHN,NL,105,234,28,56,12,1,10,35,1,0,20,46,1,1,0,2,3 +hollade01,2009,1,TEX,AL,33,5,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +hollima01,2009,1,OAK,AL,93,346,52,99,23,1,11,54,12,3,46,58,3,6,0,2,8 +hollima01,2009,2,SLN,NL,63,235,42,83,16,2,13,55,2,4,26,43,5,4,0,5,5 +holmst01,2009,1,SFN,NL,4,7,1,2,0,0,0,0,0,0,2,0,0,0,0,0,0 +hoovepa01,2009,1,PHI,NL,3,4,0,3,0,0,0,1,0,0,0,1,0,0,0,0,0 +howarry01,2009,1,PHI,NL,160,616,105,172,37,4,45,141,8,1,75,186,8,6,0,6,11 +howeljp01,2009,1,TBA,AL,69,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +howrybo01,2009,1,SFN,NL,63,2,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +huberju01,2009,1,MIN,AL,1,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1 +huch01,2009,1,LAN,NL,5,5,2,2,1,0,0,2,0,0,0,2,0,0,0,1,1 +hudsoda01,2009,1,CHA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hudsoor01,2009,1,LAN,NL,149,551,74,156,35,6,9,62,8,1,62,99,4,4,9,5,16 +hudsoti01,2009,1,ATL,NL,7,12,2,4,0,0,1,2,0,0,2,1,0,0,1,0,0 +huffau01,2009,1,BAL,AL,110,430,51,109,24,1,13,72,0,6,41,74,7,4,0,5,12 +huffau01,2009,2,DET,AL,40,106,8,20,6,0,2,13,0,0,10,13,0,1,0,0,3 +huffda01,2009,1,CLE,AL,23,2,0,0,0,0,0,0,0,0,0,1,0,0,2,0,0 +hughedu01,2009,1,KCA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hugheph01,2009,1,NYA,AL,51,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hulettu01,2009,1,KCA,AL,15,18,4,2,0,0,0,1,0,0,1,6,0,0,0,0,0 +humbeph01,2009,1,MIN,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hundlni01,2009,1,SDN,NL,78,256,23,61,15,2,8,30,5,1,28,76,1,1,1,3,2 +hunteto01,2009,1,LAA,AL,119,451,74,135,26,1,22,90,18,4,47,92,4,3,0,5,9 +hunteto02,2009,1,TEX,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +iannech01,2009,1,COL,NL,93,289,41,66,15,2,16,52,0,1,43,75,3,11,1,6,4 +ibanera01,2009,1,PHI,NL,134,500,93,136,32,3,34,93,4,0,56,119,8,4,0,5,16 +infanom01,2009,1,ATL,NL,70,203,24,62,9,1,2,27,2,0,19,28,0,1,2,4,5 +ingebr01,2009,1,DET,AL,161,562,71,129,16,1,27,84,2,5,54,170,1,17,1,3,12 +inglejo01,2009,1,TOR,AL,36,89,11,25,4,1,0,6,3,1,8,21,0,1,1,0,0 +iribahe01,2009,1,MIL,NL,12,13,1,3,2,0,0,1,0,0,1,5,0,0,0,0,0 +ishiktr01,2009,1,SFN,NL,120,326,49,85,10,2,9,39,2,2,30,89,3,4,1,2,7 +isrinja01,2009,1,TBA,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +iwamuak01,2009,1,TBA,AL,69,231,28,67,16,2,1,22,9,1,24,44,0,1,1,3,1 +izturce01,2009,1,BAL,AL,114,387,34,99,14,4,2,30,12,4,18,38,0,3,4,0,11 +izturma01,2009,1,LAA,AL,114,387,74,116,22,3,8,65,13,5,35,41,2,5,3,7,7 +jacksco01,2009,1,ARI,NL,30,99,8,18,4,0,1,14,5,0,11,16,0,0,0,0,1 +jacksed01,2009,1,DET,AL,33,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +jacksst01,2009,1,PIT,NL,40,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jacksza01,2009,1,CLE,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jacobmi02,2009,1,KCA,AL,128,434,46,99,16,1,19,61,0,0,41,132,2,2,0,1,9 +jakubch01,2009,1,SEA,AL,35,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +janispa01,2009,1,CIN,NL,90,256,36,54,21,0,1,16,2,0,26,40,1,5,5,0,8 +janssca01,2009,1,TOR,AL,21,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +jaramja01,2009,1,PIT,NL,63,206,20,52,14,0,3,26,1,0,17,33,2,0,1,0,11 +jenksbo01,2009,1,CHA,AL,52,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jennija01,2009,1,TEX,AL,44,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jepseke01,2009,1,LAA,AL,54,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jeterde01,2009,1,NYA,AL,153,634,107,212,27,1,18,66,30,5,72,90,4,5,4,1,18 +jimenub01,2009,1,COL,NL,33,59,5,13,0,0,0,2,0,0,6,15,0,0,12,0,2 +joaquwa01,2009,1,SFN,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johjike01,2009,1,SEA,AL,71,239,24,59,11,0,9,22,2,2,12,28,0,5,1,1,4 +johnsch05,2009,1,HOU,NL,11,22,1,2,0,0,0,1,0,0,1,6,0,0,0,0,0 +johnsji04,2009,1,BAL,AL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnsjo09,2009,1,FLO,NL,34,62,8,12,1,0,3,10,0,0,6,33,0,0,9,0,0 +johnske05,2009,1,ATL,NL,106,303,47,68,20,3,8,29,7,2,32,54,1,3,6,2,4 +johnsni01,2009,1,WAS,NL,98,353,47,104,16,2,6,44,2,2,63,66,3,6,0,2,11 +johnsni01,2009,2,FLO,NL,35,104,24,29,8,0,2,18,0,2,36,18,1,6,1,3,4 +johnsra05,2009,1,SFN,NL,22,26,1,2,0,0,0,0,0,0,1,16,0,0,1,0,0 +johnsre02,2009,1,CHN,NL,65,165,23,42,10,2,4,22,2,1,13,27,0,6,1,1,5 +johnsro07,2009,1,SEA,AL,80,258,21,55,19,2,2,27,1,1,26,60,1,2,3,1,11 +jonesad01,2009,1,BAL,AL,119,473,83,131,22,3,19,70,10,4,36,93,3,7,0,3,13 +jonesan01,2009,1,TEX,AL,82,281,43,60,18,0,17,43,5,1,45,72,3,2,0,3,7 +jonesbr02,2009,1,ATL,NL,5,13,2,4,0,0,0,1,0,0,4,3,0,0,0,0,0 +jonesch06,2009,1,ATL,NL,143,488,80,129,23,2,18,71,4,1,101,89,18,1,0,6,14 +jonesga02,2009,1,PIT,NL,82,314,45,92,21,1,21,44,10,2,40,76,8,1,0,3,6 +joneshu01,2009,1,BOS,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jonesmi03,2009,1,LAN,NL,8,13,1,4,1,0,0,0,0,0,0,6,0,2,0,0,0 +joycema01,2009,1,TBA,AL,11,32,3,6,1,0,3,7,1,0,3,7,0,1,0,1,0 +juliojo01,2009,1,MIL,NL,15,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +jurrjja01,2009,1,ATL,NL,36,65,7,8,2,0,0,4,0,0,8,24,0,0,7,0,0 +kaplega01,2009,1,TBA,AL,99,205,26,49,15,1,8,32,5,2,29,39,1,0,1,3,9 +karstje01,2009,1,PIT,NL,39,22,2,1,0,0,0,0,0,0,2,12,0,1,1,0,0 +katama01,2009,1,HOU,NL,40,50,2,10,1,0,0,5,1,0,0,5,0,1,0,1,3 +kawakke01,2009,1,ATL,NL,34,41,0,4,0,0,0,0,0,0,3,13,0,0,5,0,0 +kazmisc01,2009,1,TBA,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kazmisc01,2009,2,LAA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kearnau01,2009,1,WAS,NL,80,174,20,34,6,2,3,17,1,1,32,51,1,5,0,0,12 +kellesh01,2009,1,SEA,AL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kellydo01,2009,1,DET,AL,31,56,8,14,3,1,0,3,1,0,4,10,0,1,1,0,0 +kempma01,2009,1,LAN,NL,159,606,97,180,25,7,26,101,34,8,52,139,6,3,0,6,14 +kendaja01,2009,1,MIL,NL,134,452,48,109,19,2,2,43,7,2,46,58,6,17,6,5,11 +kendrho01,2009,1,LAA,AL,105,374,61,109,21,3,10,61,11,4,20,71,1,4,2,0,8 +kendrky01,2009,1,PHI,NL,9,8,0,2,0,0,0,0,0,0,0,5,0,0,1,0,0 +kennead01,2009,1,OAK,AL,129,529,65,153,29,1,11,63,20,6,45,86,2,4,5,3,8 +kenneia01,2009,1,NYA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kensilo01,2009,1,FLO,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kensilo01,2009,2,WAS,NL,26,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +keppebo01,2009,1,MIN,AL,37,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +keppije01,2009,1,HOU,NL,107,305,35,78,13,3,7,29,0,2,27,33,3,3,7,2,13 +kershcl01,2009,1,LAN,NL,31,48,2,5,0,0,0,2,0,0,3,16,0,0,8,0,1 +kilbybr01,2009,1,OAK,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kinnejo01,2009,1,SLN,NL,17,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +kinslia01,2009,1,TEX,AL,144,566,101,143,32,4,31,86,31,5,59,77,0,6,3,6,9 +kobayma01,2009,1,CLE,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +konerpa01,2009,1,CHA,AL,152,546,75,151,30,1,28,88,1,0,58,89,4,10,0,7,15 +korecbo01,2009,1,ARI,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +koronjo01,2009,1,FLO,NL,2,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +kotchca01,2009,1,ATL,NL,87,298,28,84,20,0,6,41,0,0,32,28,6,3,0,3,7 +kotchca01,2009,2,BOS,AL,39,87,9,19,3,0,1,7,1,0,7,14,0,1,0,0,4 +kotsama01,2009,1,BOS,AL,27,74,4,19,2,0,1,5,2,1,4,12,1,0,0,1,1 +kotsama01,2009,2,CHA,AL,40,113,12,33,7,0,3,18,1,1,11,9,2,0,1,2,5 +kottage01,2009,1,BOS,AL,45,93,15,22,11,0,1,10,0,0,11,25,0,0,0,3,1 +kouzmke01,2009,1,SDN,NL,141,529,50,135,31,1,18,88,1,0,27,106,3,11,0,6,25 +kubelja01,2009,1,MIN,AL,146,514,73,154,35,2,28,103,1,1,56,106,9,3,0,5,13 +kuoho01,2009,1,LAN,NL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kurodhi01,2009,1,LAN,NL,21,28,1,4,0,0,0,0,0,0,2,11,0,0,9,0,0 +lackejo01,2009,1,LAA,AL,27,8,1,1,0,0,0,1,0,0,0,2,0,0,1,0,0 +laffeaa01,2009,1,CLE,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lairdge01,2009,1,DET,AL,135,413,49,93,23,2,4,33,5,0,40,68,0,10,10,4,11 +lambech01,2009,1,DET,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lambech01,2009,2,BAL,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +langery01,2009,1,SEA,AL,38,101,12,22,6,1,3,10,0,1,14,28,1,1,3,3,0 +lannajo01,2009,1,WAS,NL,33,58,1,9,1,0,0,0,0,0,2,21,0,0,5,0,0 +laporma01,2009,1,CLE,AL,52,181,29,46,13,0,7,21,2,0,12,37,0,3,0,2,6 +larisje01,2009,1,DET,AL,32,74,13,16,3,1,4,7,0,1,15,25,0,0,0,1,4 +larocad01,2009,1,PIT,NL,87,324,46,80,25,1,12,40,2,2,41,81,6,0,0,3,9 +larocad01,2009,2,BOS,AL,6,19,2,5,2,0,1,3,0,0,0,2,0,0,0,0,1 +larocad01,2009,3,ATL,NL,57,212,30,69,11,1,12,40,0,0,28,59,6,0,0,2,1 +larocan01,2009,1,PIT,NL,150,524,64,135,29,5,12,64,3,1,50,84,1,8,6,2,16 +larueja01,2009,1,SLN,NL,51,104,10,25,3,0,2,6,1,0,3,22,0,4,1,0,3 +latosma01,2009,1,SDN,NL,10,19,0,1,0,0,0,0,0,0,0,9,0,0,2,0,0 +leachbr01,2009,1,LAN,NL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leagubr01,2009,1,TOR,AL,67,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leblawa01,2009,1,SDN,NL,9,13,0,1,0,0,0,0,0,0,1,3,0,0,3,0,0 +ledezwi01,2009,1,WAS,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leeca01,2009,1,HOU,NL,160,610,65,183,35,1,26,102,5,3,41,51,5,3,0,8,21 +leecl02,2009,1,CLE,AL,22,5,0,0,0,0,0,0,0,0,1,1,0,0,2,0,0 +leecl02,2009,2,PHI,NL,12,33,2,7,2,0,0,1,0,0,0,13,0,0,0,0,1 +leede02,2009,1,CHN,NL,141,532,91,163,36,2,35,111,1,0,76,109,6,3,0,4,12 +lehrju01,2009,1,CIN,NL,11,22,1,2,1,0,0,1,0,0,1,8,0,0,5,0,0 +lerewan01,2009,1,KCA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lerouch01,2009,1,FLO,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lestejo01,2009,1,BOS,AL,32,3,0,0,0,0,0,0,0,0,0,2,0,0,2,0,0 +lewisfr02,2009,1,SFN,NL,122,295,49,76,21,3,4,20,8,4,36,84,3,5,0,0,4 +lewisje01,2009,1,CLE,AL,47,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +lewissc02,2009,1,CLE,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lidgebr01,2009,1,PHI,NL,67,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lillibr01,2009,1,CHA,AL,46,95,9,15,2,0,0,3,6,3,14,26,0,1,2,0,2 +lillyte01,2009,1,CHN,NL,27,57,2,5,1,1,0,2,0,1,2,27,0,0,5,0,0 +linceti01,2009,1,SFN,NL,33,66,8,10,1,0,0,3,0,0,6,36,0,0,13,1,1 +lincomi01,2009,1,CIN,NL,19,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +lindad01,2009,1,TOR,AL,151,587,93,179,46,0,35,114,1,1,58,110,7,5,0,4,15 +lindsma01,2009,1,FLO,NL,54,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +linebsc01,2009,1,CHA,AL,57,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +liriafr01,2009,1,MIN,AL,29,5,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +litscje01,2009,1,TOR,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lizra01,2009,1,BAL,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lobatjo01,2009,1,SDN,NL,7,17,0,3,0,0,0,0,0,0,0,5,0,0,0,0,1 +loganbo02,2009,1,ATL,NL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lohseky01,2009,1,SLN,NL,23,37,3,8,0,0,0,2,0,0,1,7,0,2,5,0,0 +loneyja01,2009,1,LAN,NL,158,576,73,162,25,2,13,90,7,3,70,68,10,0,1,4,16 +longoev01,2009,1,TBA,AL,157,584,100,164,44,0,33,113,9,0,72,140,11,8,0,7,27 +loopebr01,2009,1,MIL,NL,34,60,3,12,0,0,0,8,0,0,2,18,0,0,11,0,0 +lopezar02,2009,1,SDN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lopezfe01,2009,1,ARI,NL,85,345,44,104,18,1,6,25,6,3,34,59,3,1,1,2,2 +lopezfe01,2009,2,MIL,NL,66,259,44,83,20,2,3,32,0,3,37,41,1,1,0,0,3 +lopezja02,2009,1,BOS,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lopezjo01,2009,1,SEA,AL,153,613,69,167,42,0,25,96,3,3,24,69,5,6,3,7,25 +lopezro01,2009,1,PHI,NL,7,9,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +lopezwi01,2009,1,HOU,NL,8,5,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +loretma01,2009,1,LAN,NL,107,181,19,42,8,0,0,25,1,1,20,21,2,1,0,2,6 +louxsh01,2009,1,LAA,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lowede01,2009,1,ATL,NL,34,54,6,12,0,0,0,1,0,0,4,16,0,0,12,0,1 +lowelmi01,2009,1,BOS,AL,119,445,54,129,29,1,17,75,2,1,33,61,5,1,0,5,24 +lowema01,2009,1,SEA,AL,75,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lowrije01,2009,1,BOS,AL,32,68,5,10,2,0,2,11,0,0,6,20,0,0,0,2,0 +ludwiry01,2009,1,SLN,NL,139,486,63,129,20,1,22,97,4,2,41,106,3,7,1,4,5 +lugoju01,2009,1,BOS,AL,37,109,16,31,4,1,1,8,3,0,12,18,0,0,1,1,0 +lugoju01,2009,2,SLN,NL,51,148,24,41,9,4,2,13,6,0,17,27,0,1,2,2,3 +lyonbr01,2009,1,DET,AL,65,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +macdomi01,2009,1,CHA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +macdomi01,2009,2,WAS,NL,52,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +maciadr01,2009,1,SDN,NL,51,76,8,15,6,0,1,7,0,1,13,15,1,1,0,0,2 +madriwa01,2009,1,TEX,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +madsory01,2009,1,PHI,NL,79,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mahayro01,2009,1,KCA,AL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mahayro01,2009,2,MIN,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +maholpa01,2009,1,PIT,NL,31,58,1,4,1,0,1,2,0,0,3,36,0,0,6,0,0 +maiermi01,2009,1,KCA,AL,127,341,42,83,15,3,3,31,9,2,43,76,2,4,7,2,6 +mainejo01,2009,1,NYN,NL,16,27,0,4,0,0,0,2,0,0,0,11,0,0,2,0,0 +malonma02,2009,1,CIN,NL,8,12,1,3,0,0,0,0,0,0,1,5,0,0,2,0,0 +manshje01,2009,1,MIN,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +manuero01,2009,1,CIN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +manzeto01,2009,1,HOU,NL,7,5,0,1,0,0,0,0,0,0,0,4,0,0,0,0,0 +markani01,2009,1,BAL,AL,161,642,94,188,45,2,18,101,6,2,56,98,0,3,0,10,12 +marmoca01,2009,1,CHN,NL,79,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +marquja01,2009,1,COL,NL,38,64,7,11,3,0,0,8,0,0,2,14,0,0,9,0,0 +marshja01,2009,1,OAK,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +marshse01,2009,1,CHN,NL,55,13,2,3,0,0,0,2,0,0,1,5,0,0,1,0,0 +marsolo01,2009,1,PHI,NL,7,17,3,4,1,0,0,0,0,0,3,7,0,0,0,0,1 +marsolo01,2009,2,CLE,AL,14,44,6,11,6,0,0,4,0,0,7,14,0,0,0,1,2 +martean01,2009,1,CLE,AL,47,155,20,36,6,1,6,25,0,0,14,30,1,1,1,4,5 +marteda01,2009,1,NYA,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +martevi01,2009,1,KCA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +martica03,2009,1,FLO,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +marticr01,2009,1,FLO,NL,15,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +martife02,2009,1,NYN,NL,29,91,11,16,6,0,1,8,2,0,5,14,0,3,1,0,0 +martijd01,2009,1,WAS,NL,16,25,3,4,0,0,0,0,0,0,1,13,0,0,2,0,0 +martijo07,2009,1,SFN,NL,10,8,2,2,1,0,0,0,0,0,0,1,0,0,1,0,0 +martipe02,2009,1,PHI,NL,9,14,0,1,0,0,0,1,0,0,1,6,0,0,1,0,0 +martira03,2009,1,NYN,NL,12,42,1,7,2,0,0,4,1,0,1,9,0,0,0,1,1 +martiru01,2009,1,LAN,NL,143,505,63,126,19,0,7,53,11,6,69,80,9,11,2,1,18 +martish01,2009,1,WAS,NL,15,24,4,5,1,0,0,2,0,0,0,6,0,0,3,0,0 +martivi01,2009,1,CLE,AL,99,377,56,107,21,1,15,67,0,0,51,51,3,2,0,5,11 +martivi01,2009,2,BOS,AL,56,211,32,71,12,0,8,41,1,0,24,23,0,1,0,1,6 +masseni01,2009,1,CIN,NL,74,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +masteju01,2009,1,BOS,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +masteju01,2009,2,CLE,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mathido01,2009,1,TEX,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mathije01,2009,1,LAA,AL,84,237,26,50,8,0,5,28,2,3,22,73,0,4,8,1,2 +matosos01,2009,1,SFN,NL,5,1,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0 +matsuda01,2009,1,BOS,AL,12,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +matsuhi01,2009,1,NYA,AL,142,456,62,125,21,1,28,90,0,1,64,75,1,4,0,2,4 +matsuka01,2009,1,HOU,NL,132,476,56,119,20,2,9,46,19,3,34,85,2,3,16,4,4 +matthga02,2009,1,LAA,AL,103,316,44,79,19,2,4,50,4,1,40,74,2,2,0,2,4 +matusbr01,2009,1,BAL,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mauerjo01,2009,1,MIN,AL,138,523,94,191,30,1,28,96,4,1,76,63,14,2,0,5,13 +maxweju01,2009,1,WAS,NL,40,89,13,22,4,1,4,9,6,1,12,32,0,1,0,0,1 +maybejo02,2009,1,PHI,NL,39,57,8,12,3,0,4,8,0,0,2,23,0,1,0,0,2 +maybica01,2009,1,FLO,NL,54,176,30,44,12,2,4,13,1,3,17,51,1,1,4,1,2 +maysoed01,2009,1,HOU,NL,39,69,9,20,2,0,1,7,0,0,5,19,0,0,4,1,1 +mazzavi01,2009,1,OAK,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,4,0,0 +mccanbr01,2009,1,ATL,NL,138,488,63,137,35,1,21,94,4,1,49,83,3,5,3,6,17 +mccarbr01,2009,1,TEX,AL,17,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mccleky01,2009,1,SLN,NL,66,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +mccluse01,2009,1,MIL,NL,41,7,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +mccoymi01,2009,1,COL,NL,12,5,1,0,0,0,0,0,2,0,0,2,0,0,1,0,0 +mccrobo01,2009,1,BAL,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mccutan01,2009,1,PIT,NL,108,433,74,124,26,9,12,54,22,5,54,83,2,2,0,4,3 +mccutda01,2009,1,PIT,NL,6,11,1,1,0,0,0,1,0,0,1,3,0,0,0,0,0 +mcdonda02,2009,1,CIN,NL,47,105,12,28,6,1,2,10,1,0,5,31,0,1,0,0,4 +mcdonja03,2009,1,LAN,NL,45,9,0,0,0,0,0,0,0,0,0,6,0,0,1,0,1 +mcdonjo03,2009,1,TOR,AL,73,151,18,39,7,0,4,13,0,2,1,18,0,2,1,1,1 +mcgehca01,2009,1,MIL,NL,116,355,58,107,20,1,16,66,0,2,34,67,2,1,0,4,13 +mclouna01,2009,1,PIT,NL,45,168,27,43,7,1,9,34,7,0,21,29,0,4,0,2,2 +mclouna01,2009,2,ATL,NL,84,339,59,87,20,1,11,36,12,6,47,70,1,5,3,2,6 +mechegi01,2009,1,KCA,AL,23,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +meddebr01,2009,1,SFN,NL,61,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +medlekr01,2009,1,ATL,NL,39,13,0,0,0,0,0,0,0,0,0,7,0,0,0,0,0 +meekev01,2009,1,PIT,NL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +melanma01,2009,1,NYA,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +meloajo01,2009,1,OAK,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mendolu01,2009,1,TEX,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +meredcl01,2009,1,SDN,NL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +meredcl01,2009,2,BAL,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +messera01,2009,1,SEA,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +meyerda02,2009,1,FLO,NL,71,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +michaja01,2009,1,HOU,NL,102,135,17,32,12,1,4,16,1,2,16,38,0,1,0,0,2 +mickoka01,2009,1,BAL,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mientdo01,2009,1,LAN,NL,20,18,0,6,1,0,0,3,0,0,1,6,0,1,0,0,0 +mijarjo01,2009,1,MIN,AL,71,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +milesaa01,2009,1,CHN,NL,74,157,17,29,7,1,0,5,3,0,8,21,1,0,5,0,4 +millake01,2009,1,TOR,AL,78,251,29,56,14,0,7,29,0,0,31,49,0,1,0,0,10 +millean01,2009,1,FLO,NL,20,24,0,2,0,0,0,0,0,0,0,8,0,0,2,0,0 +milleco01,2009,1,CHA,AL,14,39,5,8,3,0,0,5,0,0,3,9,0,0,0,0,1 +milleco01,2009,2,CIN,NL,21,56,4,10,1,0,1,10,0,0,9,14,0,1,2,1,1 +milleju01,2009,1,SFN,NL,44,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +millela02,2009,1,WAS,NL,7,24,1,4,0,0,0,1,1,0,1,10,0,1,0,0,1 +millela02,2009,2,PIT,NL,58,220,20,64,11,0,4,20,6,4,12,37,0,3,2,2,4 +milletr02,2009,1,SLN,NL,70,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +millsbr02,2009,1,TOR,AL,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +millwke01,2009,1,TEX,AL,31,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +miltoer01,2009,1,LAN,NL,6,8,0,0,0,0,0,0,0,0,0,3,0,1,2,0,0 +minerza01,2009,1,DET,AL,51,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +miranju01,2009,1,NYA,AL,8,9,2,3,0,0,1,3,0,0,0,4,0,0,0,0,0 +mischpa01,2009,1,SFN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mischpa01,2009,2,NYN,NL,22,13,0,0,0,0,0,0,0,0,2,5,0,0,2,0,1 +mitrese01,2009,1,NYA,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mockga01,2009,1,WAS,NL,28,23,1,2,0,0,0,0,0,0,0,13,0,0,3,0,0 +moehlbr01,2009,1,HOU,NL,29,42,0,1,0,0,0,0,0,0,1,18,0,1,3,0,1 +moellch01,2009,1,BAL,AL,30,89,6,23,8,1,2,10,0,0,7,16,0,1,1,2,3 +molinbe01,2009,1,SFN,NL,132,491,52,130,25,1,20,80,0,0,13,68,3,5,0,11,14 +molinjo01,2009,1,NYA,AL,52,138,15,30,4,0,1,11,0,0,14,28,0,1,1,1,6 +molinya01,2009,1,SLN,NL,140,481,45,141,23,1,6,54,9,3,50,39,2,6,6,1,27 +monrocr01,2009,1,PIT,NL,34,79,8,17,2,0,3,16,0,0,7,21,1,1,0,0,4 +montalu01,2009,1,BAL,AL,29,82,5,15,5,0,1,6,0,1,5,16,0,2,1,1,0 +montemi01,2009,1,ARI,NL,128,425,61,125,30,0,16,59,1,2,38,78,5,3,2,2,6 +mooread01,2009,1,SEA,AL,6,23,4,5,1,0,1,2,1,0,0,7,0,1,0,0,1 +moralfr01,2009,1,COL,NL,40,5,0,2,0,0,0,1,0,0,0,2,0,0,0,0,0 +moraljo02,2009,1,MIN,AL,54,119,14,37,6,0,0,7,0,0,14,22,1,0,0,1,4 +moralke01,2009,1,LAA,AL,152,566,86,173,43,2,34,108,3,7,46,117,10,2,0,8,15 +morame01,2009,1,BAL,AL,125,450,44,117,20,0,8,48,3,3,34,60,1,8,1,3,13 +morened01,2009,1,SDN,NL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +morgany01,2009,1,PIT,NL,71,278,39,77,6,5,2,27,18,10,29,49,2,5,5,4,6 +morgany01,2009,2,WAS,NL,49,191,35,67,9,2,1,12,24,7,11,25,0,4,5,1,3 +morilju01,2009,1,MIN,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +morneju01,2009,1,MIN,AL,135,508,85,139,31,1,30,100,0,0,72,86,12,3,0,7,12 +morrobr01,2009,1,SEA,AL,26,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +morsemi01,2009,1,WAS,NL,32,52,4,13,3,0,3,10,0,0,3,16,0,0,0,0,1 +mortecl01,2009,1,SLN,NL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mortecl01,2009,2,OAK,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mortoch02,2009,1,PIT,NL,18,31,1,4,0,0,0,1,0,0,0,15,0,0,2,0,0 +moscogu01,2009,1,TEX,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mosebro01,2009,1,LAA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +moseldu01,2009,1,LAA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mossbr01,2009,1,PIT,NL,133,385,47,91,20,4,7,41,1,5,34,84,3,4,0,1,7 +motagu01,2009,1,LAN,NL,61,3,0,1,0,0,0,1,0,0,0,1,0,0,1,0,0 +motteja01,2009,1,SLN,NL,69,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +moyerja01,2009,1,PHI,NL,30,42,2,5,0,0,0,2,0,0,6,21,0,1,9,1,1 +moylape01,2009,1,ATL,NL,87,3,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +mujiced01,2009,1,SDN,NL,67,8,1,2,0,0,0,0,0,0,0,2,0,0,2,0,0 +mulveke01,2009,1,MIN,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mulveke01,2009,2,ARI,NL,6,7,0,1,0,0,0,0,0,1,0,3,0,0,0,0,0 +munsoer01,2009,1,OAK,AL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +murphbi02,2009,1,TOR,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +murphda07,2009,1,TEX,AL,128,432,61,116,24,1,17,57,9,4,49,106,3,1,2,9,5 +murphda08,2009,1,NYN,NL,155,508,60,135,38,4,12,63,4,2,38,69,4,0,4,6,13 +murtoma01,2009,1,COL,NL,29,52,7,13,5,0,1,6,2,0,4,14,0,0,0,0,0 +myersbr01,2009,1,PHI,NL,18,18,2,4,1,0,0,0,0,0,1,4,0,0,1,0,0 +nadyxa01,2009,1,NYA,AL,7,28,4,8,4,0,0,2,0,0,1,6,0,0,0,0,2 +napolmi01,2009,1,LAA,AL,114,382,60,104,22,1,20,56,3,3,40,103,1,7,0,3,6 +narvech01,2009,1,MIL,NL,21,8,0,1,0,0,0,0,0,0,0,5,0,0,1,0,0 +nathajo01,2009,1,MIN,AL,70,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +navardi01,2009,1,TBA,AL,115,376,38,82,15,0,8,32,5,2,18,51,1,5,8,3,14 +nelsobr02,2009,1,MIL,NL,19,21,0,0,0,0,0,0,0,0,2,9,0,0,0,0,1 +nelsojo01,2009,1,TBA,AL,42,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +niemaje01,2009,1,TBA,AL,31,5,0,0,0,0,0,0,0,0,0,4,0,0,1,0,0 +niesejo01,2009,1,NYN,NL,5,8,0,1,0,0,0,0,0,0,0,3,0,0,1,0,0 +nievefe01,2009,1,NYN,NL,8,9,0,3,0,0,0,1,0,0,0,3,0,0,0,0,0 +nievewi01,2009,1,WAS,NL,72,224,20,58,6,0,1,26,1,0,17,45,1,3,0,5,7 +nifu01,2009,1,DET,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nippedu01,2009,1,TEX,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nixja01,2009,1,CHA,AL,94,255,36,57,11,0,12,32,10,2,28,64,1,4,1,2,5 +nixla01,2009,1,CIN,NL,116,309,42,74,26,1,15,46,0,1,22,81,3,2,0,4,5 +nolasri01,2009,1,FLO,NL,31,50,1,7,0,0,0,3,0,0,2,25,0,0,10,0,1 +norribu01,2009,1,HOU,NL,11,16,1,3,0,0,0,0,0,0,0,4,0,1,1,0,0 +nortogr01,2009,1,ATL,NL,95,76,3,11,2,0,0,7,0,0,20,20,0,1,0,0,1 +nunezjh01,2009,1,CHA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nunezle01,2009,1,FLO,NL,75,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nunezvl01,2009,1,ATL,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +odayda01,2009,1,NYN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +odayda01,2009,2,TEX,AL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +oeltjtr01,2009,1,ARI,NL,24,70,11,17,4,1,3,4,3,1,1,13,0,0,1,1,0 +oflaher01,2009,1,ATL,NL,78,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +ohkato01,2009,1,CLE,AL,18,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +ohlenro01,2009,1,PIT,NL,29,59,1,4,0,0,0,0,0,0,1,23,0,0,4,0,3 +ohmanwi01,2009,1,LAN,NL,21,2,0,1,0,0,0,1,0,0,0,1,0,0,1,0,0 +ojedaau01,2009,1,ARI,NL,103,264,38,65,17,3,1,16,3,1,32,28,3,6,6,1,4 +okajihi01,2009,1,BOS,AL,68,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +oliveda02,2009,1,LAA,AL,63,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +olivomi01,2009,1,KCA,AL,114,390,51,97,15,5,23,65,5,2,19,126,0,5,1,1,10 +olsensc01,2009,1,WAS,NL,11,15,1,2,0,0,0,1,0,0,3,7,0,0,4,0,0 +olsonga01,2009,1,SEA,AL,31,3,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +ordonma01,2009,1,DET,AL,131,465,54,144,24,2,9,50,3,1,51,65,2,0,0,2,19 +orrpe01,2009,1,WAS,NL,27,75,5,19,2,1,1,10,2,1,3,15,0,0,0,3,0 +ortegan01,2009,1,LAA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ortizda01,2009,1,BOS,AL,150,541,77,129,35,1,28,99,0,2,74,134,5,5,0,7,9 +ortizru01,2009,1,HOU,NL,25,28,2,5,0,0,1,2,0,0,1,9,0,0,2,0,1 +osullse01,2009,1,LAA,AL,12,3,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +oswalro01,2009,1,HOU,NL,30,49,4,6,0,0,0,2,0,0,2,8,0,1,14,0,1 +outmajo01,2009,1,OAK,AL,14,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +overbly01,2009,1,TOR,AL,132,423,57,112,35,1,16,64,0,0,74,95,6,0,0,3,8 +owensje01,2009,1,CHA,AL,12,12,0,1,0,0,0,0,1,0,3,3,0,0,0,0,1 +owingmi01,2009,1,CIN,NL,41,54,7,14,4,1,3,10,0,0,1,19,0,1,1,1,0 +padiljo01,2009,1,WAS,NL,29,25,3,3,0,0,0,0,0,0,1,8,0,0,0,0,1 +padilvi01,2009,1,TEX,AL,18,2,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +padilvi01,2009,2,LAN,NL,8,13,0,3,0,0,0,2,0,0,0,7,0,0,1,0,0 +paganan01,2009,1,NYN,NL,88,343,54,105,22,11,6,32,14,7,25,56,2,0,5,3,3 +pagnoma01,2009,1,SLN,NL,6,3,1,0,0,0,0,0,0,0,1,0,0,0,1,0,0 +palmema01,2009,1,LAA,AL,40,6,1,1,0,0,0,0,0,0,0,3,0,0,1,0,0 +papeljo01,2009,1,BOS,AL,66,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +parkch01,2009,1,PHI,NL,45,14,1,2,0,0,1,1,0,0,3,5,0,0,1,0,0 +parnebo01,2009,1,NYN,NL,68,8,1,1,0,0,0,0,0,0,0,3,0,0,4,0,0 +paronch01,2009,1,HOU,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +parrage01,2009,1,ARI,NL,120,455,59,132,21,8,5,60,5,7,25,89,1,1,4,6,18 +parrama01,2009,1,MIL,NL,27,45,4,6,2,0,0,4,0,0,1,22,0,1,6,1,0 +parrja01,2009,1,ATL,NL,8,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +patteco01,2009,1,WAS,NL,5,15,0,2,0,0,0,0,2,0,0,6,0,0,0,0,0 +patteco01,2009,2,MIL,NL,11,14,0,1,0,0,0,0,0,1,0,7,0,0,1,0,1 +patteer01,2009,1,OAK,AL,39,94,15,27,5,1,1,11,6,1,14,25,0,0,0,2,0 +pattoda01,2009,1,CHN,NL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +paulife01,2009,1,HOU,NL,23,25,0,1,0,0,0,0,0,0,0,16,0,0,3,0,0 +pauliro01,2009,1,FLO,NL,80,239,24,65,10,1,8,27,1,0,25,48,2,0,1,1,8 +paulxa01,2009,1,LAN,NL,11,14,3,3,1,0,1,1,0,1,2,4,0,0,0,0,1 +pavanca01,2009,1,CLE,AL,21,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pavanca01,2009,2,MIN,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pearcst01,2009,1,PIT,NL,60,165,19,34,13,1,4,16,1,0,21,43,0,0,0,0,2 +peavyja01,2009,1,SDN,NL,13,23,2,2,0,0,0,0,0,0,1,4,0,0,4,0,1 +peavyja01,2009,2,CHA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pedrodu01,2009,1,BOS,AL,154,626,115,185,48,1,15,72,20,8,74,45,3,5,3,6,19 +pelfrmi01,2009,1,NYN,NL,31,52,4,5,1,0,0,4,0,0,2,12,0,1,5,1,1 +penabr01,2009,1,KCA,AL,64,165,17,45,10,0,6,18,0,0,12,18,2,0,4,2,5 +penaca01,2009,1,TBA,AL,135,471,91,107,25,2,39,100,3,3,87,163,11,9,0,3,5 +penara02,2009,1,NYA,AL,69,115,17,33,6,1,1,10,4,1,5,20,0,0,1,0,2 +penato02,2009,1,KCA,AL,40,51,3,5,1,0,0,2,0,0,2,13,0,0,0,0,1 +penato03,2009,1,ARI,NL,37,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +penato03,2009,2,CHA,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pencehu01,2009,1,HOU,NL,159,585,76,165,26,5,25,72,14,11,58,109,1,1,0,3,25 +pennha01,2009,1,FLO,NL,16,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0 +pennicl01,2009,1,OAK,AL,60,208,27,58,11,3,4,21,7,5,19,46,0,1,1,0,5 +pennybr01,2009,1,BOS,AL,24,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pennybr01,2009,2,SFN,NL,6,14,0,2,0,0,0,0,0,0,0,6,0,0,2,0,0 +peraljh01,2009,1,CLE,AL,151,582,57,148,35,1,11,83,0,2,51,134,0,4,2,6,20 +peraljo01,2009,1,COL,NL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +percitr01,2009,1,TBA,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +perdolu01,2009,1,SDN,NL,35,6,0,0,0,0,0,0,0,0,0,5,0,0,0,0,0 +perezch01,2009,1,SLN,NL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +perezch01,2009,2,CLE,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +perezfe01,2009,1,TBA,AL,18,34,4,7,0,0,0,2,0,2,0,11,0,0,1,0,0 +perezol01,2009,1,NYN,NL,14,22,1,6,0,0,0,0,0,0,1,7,0,0,1,0,0 +perezra01,2009,1,CLE,AL,54,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +perkigl01,2009,1,MIN,AL,18,1,0,0,0,0,0,0,0,0,0,1,0,0,2,0,0 +perryry01,2009,1,DET,AL,53,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +petitgr01,2009,1,OAK,AL,11,31,2,7,1,0,0,1,0,0,0,6,0,0,0,0,2 +petityu01,2009,1,ARI,NL,23,27,0,1,0,0,0,0,0,0,1,8,0,0,0,0,0 +pettian01,2009,1,NYA,AL,32,5,1,1,1,0,0,1,0,0,0,2,0,0,1,0,0 +pettich01,2009,1,LAA,AL,10,7,2,2,0,0,0,0,0,0,0,1,0,0,0,0,1 +phillbr01,2009,1,CIN,NL,153,584,78,161,30,5,20,98,25,9,44,75,3,6,2,8,21 +phillky01,2009,1,TOR,AL,5,18,1,5,3,0,0,2,0,0,0,4,0,0,0,0,1 +phillpa01,2009,1,COL,NL,17,45,5,14,2,0,1,9,0,0,7,3,1,0,1,1,0 +piefe01,2009,1,BAL,AL,101,252,38,67,10,3,9,29,1,3,24,58,1,0,2,3,6 +pierrju01,2009,1,LAN,NL,145,380,57,117,16,8,0,31,30,12,27,27,3,8,9,1,7 +pierzaj01,2009,1,CHA,AL,138,504,57,151,22,1,13,49,1,1,24,52,6,1,3,3,18 +pineijo01,2009,1,SLN,NL,33,66,4,9,2,0,0,4,1,0,4,33,0,0,9,0,0 +pintore01,2009,1,FLO,NL,73,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +podsesc01,2009,1,CHA,AL,132,537,75,163,25,6,7,48,30,13,39,74,1,3,6,2,8 +polanpl01,2009,1,DET,AL,153,618,82,176,31,4,10,72,7,2,36,46,2,9,7,5,15 +ponsosi01,2009,1,KCA,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +porceri01,2009,1,DET,AL,31,5,0,2,0,0,0,2,0,0,0,1,0,0,0,0,0 +poredaa01,2009,1,CHA,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +poredaa01,2009,2,SDN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +posadjo01,2009,1,NYA,AL,111,383,55,109,25,0,22,81,1,0,48,101,4,2,0,5,13 +poseybu01,2009,1,SFN,NL,7,17,1,2,0,0,0,0,0,0,0,4,0,0,0,0,0 +powella01,2009,1,OAK,AL,46,140,19,32,7,0,7,30,0,0,14,36,0,0,0,1,3 +pradoma01,2009,1,ATL,NL,128,450,64,138,38,0,11,49,1,3,36,59,1,2,11,4,17 +priceda01,2009,1,TBA,AL,23,3,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +pridija01,2009,1,MIN,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pujolal01,2009,1,SLN,NL,160,568,124,186,45,1,47,135,16,4,115,64,44,9,0,8,23 +puntoni01,2009,1,MIN,AL,125,359,56,82,15,1,1,38,16,3,61,70,1,1,13,6,7 +purceda01,2009,1,TOR,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +putzjj01,2009,1,NYN,NL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +quallch01,2009,1,ARI,NL,51,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +quentca01,2009,1,CHA,AL,99,351,47,83,14,0,21,56,3,0,31,52,2,15,0,2,11 +quinlro01,2009,1,LAA,AL,54,115,13,28,5,0,2,14,1,1,5,30,0,0,0,0,3 +quinthu01,2009,1,HOU,NL,60,157,11,37,8,1,4,14,0,0,7,41,1,4,0,0,8 +quintom01,2009,1,COL,NL,58,58,7,10,2,0,0,2,0,0,8,27,0,0,3,0,0 +quirogu01,2009,1,SEA,AL,4,14,0,4,0,0,0,2,0,0,0,3,0,0,1,0,0 +raburry01,2009,1,DET,AL,113,261,44,76,11,2,16,45,5,4,26,60,2,2,1,1,6 +ramiral03,2009,1,CHA,AL,148,542,71,150,14,1,15,68,14,5,49,66,3,1,6,8,15 +ramirar01,2009,1,CHN,NL,82,306,46,97,14,1,15,65,2,1,28,43,3,8,0,0,8 +ramired01,2009,1,NYA,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ramirha01,2009,1,FLO,NL,151,576,101,197,42,1,24,106,27,8,61,101,14,9,1,5,9 +ramirho01,2009,1,KCA,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ramirma02,2009,1,LAN,NL,104,352,62,102,24,2,19,63,0,1,71,81,21,7,0,1,7 +ramirra02,2009,1,BOS,AL,70,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +ramirra03,2009,1,CIN,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +ramirwi01,2009,1,DET,AL,15,11,6,4,0,1,1,3,0,0,1,3,0,0,0,1,1 +ramosce01,2009,1,SDN,NL,5,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +ransoco01,2009,1,NYA,AL,31,79,11,15,9,1,0,10,2,0,7,25,0,0,0,0,3 +rapadcl01,2009,1,DET,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rasmuco01,2009,1,SLN,NL,147,474,72,119,22,2,16,52,3,1,36,95,3,3,5,2,5 +rauchjo01,2009,1,ARI,NL,58,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rauchjo01,2009,2,MIN,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +raych01,2009,1,BAL,AL,46,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rayro01,2009,1,TOR,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reddijo01,2009,1,BOS,AL,27,59,5,10,4,0,2,4,0,0,2,17,0,1,0,0,0 +redditi01,2009,1,NYN,NL,30,29,0,2,0,0,0,0,0,0,0,9,0,0,3,0,0 +redmomi01,2009,1,MIN,AL,45,135,9,32,5,1,0,7,0,0,11,19,0,1,0,0,8 +reedje03,2009,1,NYN,NL,126,161,9,39,6,2,0,9,0,3,14,36,1,0,1,1,4 +regisst01,2009,1,PHI,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reimono01,2009,1,BAL,AL,104,358,49,100,18,2,15,45,8,2,47,77,1,3,0,3,8 +reinech01,2009,1,OAK,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +renteed01,2009,1,SFN,NL,124,460,50,115,19,1,5,48,7,2,39,69,5,1,5,5,17 +repkoja01,2009,1,LAN,NL,10,5,1,0,0,0,0,1,1,0,0,2,0,1,0,1,0 +reyesan01,2009,1,CLE,AL,8,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reyesar01,2009,1,NYN,NL,9,17,0,2,0,0,0,0,1,0,1,4,0,0,0,0,0 +reyesde01,2009,1,SLN,NL,75,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reyesjo01,2009,1,NYN,NL,36,147,18,41,7,2,2,15,11,2,18,19,1,0,0,1,2 +reyesjo03,2009,1,ATL,NL,6,9,1,1,0,0,0,0,0,0,2,7,0,0,0,0,0 +reynoma01,2009,1,ARI,NL,155,578,98,150,30,1,44,102,24,9,76,223,3,5,0,3,8 +rhodear01,2009,1,CIN,NL,66,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +richach01,2009,1,TBA,AL,13,19,1,2,0,0,0,0,0,0,4,7,0,0,0,0,0 +richacl01,2009,1,CHA,AL,27,3,1,1,1,0,0,0,0,0,0,1,0,0,0,0,0 +richacl01,2009,2,SDN,NL,12,20,1,1,0,0,0,2,0,0,0,9,0,0,3,1,0 +richada02,2009,1,CIN,NL,7,8,1,2,0,0,0,0,0,0,1,1,0,0,0,0,0 +richadu02,2009,1,BOS,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +richake02,2009,1,TEX,AL,4,6,2,3,0,0,0,0,0,0,0,2,0,0,0,0,0 +richmsc01,2009,1,TOR,AL,27,6,0,0,0,0,0,0,0,0,0,5,0,0,0,0,0 +riggash01,2009,1,TBA,AL,7,14,2,2,0,0,1,1,0,0,0,3,0,0,0,0,1 +rincoju01,2009,1,DET,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rincoju01,2009,2,COL,NL,26,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +riosal01,2009,1,TOR,AL,108,436,52,115,25,2,14,62,19,3,31,78,1,6,0,6,14 +riosal01,2009,2,CHA,AL,41,146,11,29,6,0,3,9,5,2,6,29,0,0,1,1,7 +riskeda01,2009,1,MIL,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +riverju01,2009,1,LAA,AL,138,529,72,152,24,1,25,88,0,1,36,57,1,2,0,5,19 +riverma01,2009,1,NYA,AL,66,1,0,0,0,0,0,1,0,0,1,0,0,0,0,0,0 +rivermi02,2009,1,MIL,NL,41,114,10,26,7,0,2,14,1,0,15,32,3,2,0,1,6 +riversa01,2009,1,WAS,NL,30,3,2,1,0,0,0,0,0,0,1,0,0,0,1,0,0 +roberbr01,2009,1,BAL,AL,159,632,110,179,56,1,16,79,30,7,74,112,3,2,1,8,7 +roberda08,2009,1,NYA,AL,45,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +roberna01,2009,1,DET,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +roberry01,2009,1,ARI,NL,110,305,41,85,17,2,7,25,7,3,40,55,1,3,2,1,2 +robinsh01,2009,1,SLN,NL,11,25,1,6,1,0,0,1,1,0,0,2,0,0,0,1,1 +rodnefe01,2009,1,DET,AL,73,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodrial01,2009,1,NYA,AL,124,444,78,127,17,1,30,100,14,2,80,97,7,8,0,3,13 +rodrife02,2009,1,LAA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodrifr03,2009,1,NYN,NL,70,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodrigu01,2009,1,BAL,AL,7,5,1,0,0,0,0,1,0,0,2,1,0,0,0,0,1 +rodrihe03,2009,1,OAK,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodriiv01,2009,1,HOU,NL,93,327,41,82,15,2,8,34,0,2,13,74,0,1,1,2,13 +rodriiv01,2009,2,TEX,AL,28,98,14,24,8,0,2,13,1,0,5,18,0,0,0,1,7 +rodrilu01,2009,1,SDN,NL,93,208,18,42,6,0,2,16,1,0,37,23,4,0,3,3,5 +rodrira01,2009,1,LAA,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodrise01,2009,1,LAA,AL,12,25,4,5,0,0,2,4,0,0,3,7,0,0,0,1,2 +rodriwa01,2009,1,HOU,NL,34,63,4,8,3,0,0,4,0,0,1,19,0,0,6,0,1 +roenijo01,2009,1,CIN,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +roenijo01,2009,2,TOR,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rogeres01,2009,1,COL,NL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rohliry01,2009,1,SFN,NL,12,19,0,3,1,0,0,4,0,0,1,6,0,0,0,0,1 +rolensc01,2009,1,TOR,AL,88,338,52,108,29,0,8,43,4,2,26,42,1,4,0,5,2 +rolensc01,2009,2,CIN,NL,40,137,24,37,7,1,3,24,1,2,19,20,0,3,0,3,2 +rolliji01,2009,1,PHI,NL,155,672,100,168,43,5,21,77,31,8,44,70,1,2,2,5,7 +romeral01,2009,1,ARI,NL,66,145,14,36,6,2,1,18,2,0,11,23,1,1,0,0,7 +romerjc01,2009,1,PHI,NL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +romerni01,2009,1,CLE,AL,10,14,2,2,0,0,0,0,0,0,1,5,0,0,0,0,0 +romerri01,2009,1,TOR,AL,29,6,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +romose01,2009,1,SFN,NL,45,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +rosaca01,2009,1,KCA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rosalad01,2009,1,CIN,NL,87,230,23,49,10,1,4,19,1,2,26,46,0,5,2,3,2 +rosalle01,2009,1,ARI,NL,33,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +rossco01,2009,1,FLO,NL,151,559,73,151,37,1,24,90,5,2,34,122,1,9,0,2,18 +rossda01,2009,1,ATL,NL,54,128,18,35,9,0,7,20,0,0,21,39,0,1,1,0,1 +rowanaa01,2009,1,SFN,NL,144,499,61,130,30,2,15,64,4,1,30,125,2,14,0,3,12 +rowlary01,2009,1,SEA,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ruizca01,2009,1,PHI,NL,107,322,32,82,26,1,9,43,3,2,47,39,8,4,4,2,8 +ruizra01,2009,1,TOR,AL,33,115,25,36,7,0,10,17,1,1,10,35,0,4,0,1,6 +rundlri01,2009,1,CLE,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +runzlda01,2009,1,SFN,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rupejo01,2009,1,TEX,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ruschgl01,2009,1,COL,NL,11,6,0,2,1,0,0,0,0,0,0,2,0,0,0,0,0 +russead01,2009,1,SDN,NL,15,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ryalru01,2009,1,ARI,NL,30,59,11,16,6,2,3,9,0,0,6,21,1,2,0,1,0 +ryanbj01,2009,1,TOR,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ryanbr01,2009,1,SLN,NL,129,390,55,114,19,7,3,37,14,7,24,56,3,6,6,3,9 +ryandu01,2009,1,DET,AL,12,26,1,4,1,0,0,4,0,1,4,12,0,0,0,0,2 +rzepcma01,2009,1,TOR,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sabatcc01,2009,1,NYA,AL,34,4,1,1,0,0,0,1,0,0,0,1,0,0,0,0,0 +sadlebi01,2009,1,HOU,NL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sadowry01,2009,1,SFN,NL,6,10,0,1,0,0,0,0,0,0,0,6,0,0,2,0,0 +saitota01,2009,1,BOS,AL,56,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +salazje01,2009,1,PIT,NL,21,23,1,1,0,0,0,1,1,0,3,7,0,0,0,0,1 +salazos01,2009,1,BAL,AL,17,31,4,13,0,0,2,6,0,0,2,4,0,0,0,0,2 +salazos01,2009,2,SDN,NL,55,108,12,29,8,2,3,19,0,0,12,16,1,0,0,1,6 +saltaja01,2009,1,TEX,AL,84,283,34,66,12,0,9,34,0,2,22,97,1,1,3,1,3 +samarje01,2009,1,CHN,NL,20,5,1,1,0,0,1,1,0,0,0,1,0,0,1,0,0 +sammocl01,2009,1,ATL,NL,6,11,1,2,0,0,0,0,0,0,1,3,0,0,0,0,0 +sampsch01,2009,1,HOU,NL,49,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +sanchan01,2009,1,FLO,NL,16,23,0,0,0,0,0,0,0,0,3,8,0,0,5,0,0 +sanchbr01,2009,1,FLO,NL,47,4,1,0,0,0,0,1,0,0,0,0,0,0,1,0,0 +sanchdu01,2009,1,SDN,NL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sanchfr01,2009,1,PIT,NL,86,355,45,105,28,3,6,34,5,1,20,60,4,2,2,3,9 +sanchfr01,2009,2,SFN,NL,25,102,11,29,1,0,1,7,0,0,2,16,0,0,2,1,3 +sanchga01,2009,1,FLO,NL,21,21,2,5,0,0,2,3,0,0,2,3,0,0,0,0,1 +sanchjo01,2009,1,SFN,NL,32,41,2,3,0,0,0,0,0,0,4,27,0,1,8,0,0 +sandofr01,2009,1,LAA,AL,5,11,1,2,1,0,0,0,0,0,0,3,0,0,0,0,0 +sandopa01,2009,1,SFN,NL,153,572,79,189,44,5,25,90,5,5,52,83,13,4,0,5,10 +santaer01,2009,1,LAA,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +santajo01,2009,1,NYN,NL,25,42,1,7,3,0,0,4,0,0,5,14,0,0,10,0,0 +santira01,2009,1,DET,AL,93,262,29,70,6,2,7,35,1,2,17,57,1,4,10,3,3 +santoom01,2009,1,NYN,NL,96,281,28,73,14,1,7,40,0,0,15,44,1,2,2,6,9 +sardida01,2009,1,DET,AL,12,31,1,3,1,0,0,3,0,0,0,16,0,0,1,2,1 +sarfade01,2009,1,BAL,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +saundjo01,2009,1,LAA,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +saundmi01,2009,1,SEA,AL,46,122,13,27,1,3,0,4,4,1,6,40,0,0,1,0,1 +scalebo01,2009,1,CHN,NL,51,124,15,30,8,2,3,15,0,0,11,32,1,2,0,1,5 +schafjo02,2009,1,ATL,NL,50,167,18,34,8,0,2,8,2,1,27,63,3,0,0,1,2 +scherma01,2009,1,ARI,NL,31,53,4,12,2,0,0,3,0,0,3,17,0,0,5,0,1 +schiena01,2009,1,SFN,NL,116,285,33,76,19,2,5,29,3,1,16,58,3,1,0,6,5 +schleda01,2009,1,ARI,NL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schlitr01,2009,1,LAN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schmija01,2009,1,LAN,NL,5,6,1,1,0,0,0,0,0,0,0,0,0,0,1,0,0 +schnebr01,2009,1,NYN,NL,59,170,11,37,11,0,3,24,0,0,18,21,1,1,2,3,5 +schoesc01,2009,1,ARI,NL,45,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schumsk01,2009,1,SLN,NL,153,532,85,161,34,1,4,35,2,2,52,69,2,0,1,1,4 +scottlu01,2009,1,BAL,AL,128,449,61,116,26,1,25,77,0,0,55,104,5,1,0,1,4 +scutama01,2009,1,TOR,AL,144,574,100,162,35,1,12,60,14,5,90,75,0,4,5,7,12 +seaybo01,2009,1,DET,AL,67,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +segovza01,2009,1,WAS,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sheffga01,2009,1,NYN,NL,100,268,44,74,13,2,10,43,2,1,40,46,3,2,0,2,10 +shellst01,2009,1,WAS,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sheltch01,2009,1,SEA,AL,9,26,1,6,2,0,0,4,0,0,2,11,0,0,0,0,0 +sherrge01,2009,1,BAL,AL,42,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sherrge01,2009,2,LAN,NL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shielja02,2009,1,TBA,AL,33,4,0,0,0,0,0,0,0,0,1,2,0,0,0,0,0 +shielsc01,2009,1,LAA,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shoppke01,2009,1,CLE,AL,89,271,33,58,14,0,12,40,0,0,33,98,0,18,2,3,8 +shousbr01,2009,1,TBA,AL,45,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +silvaca01,2009,1,SEA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +silvawa01,2009,1,SDN,NL,6,8,2,3,0,0,0,0,0,0,0,3,0,0,0,0,0 +simonal01,2009,1,BAL,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sippto01,2009,1,CLE,AL,46,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sizemgr01,2009,1,CLE,AL,106,436,73,108,20,6,18,64,13,8,60,92,1,4,2,1,4 +slatedo01,2009,1,ARI,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sloweke01,2009,1,MIN,AL,16,3,0,0,0,0,0,0,0,0,0,1,0,0,1,0,1 +smithch07,2009,1,MIL,NL,35,2,0,0,0,0,0,0,0,0,1,1,0,0,0,0,1 +smithja05,2009,1,HOU,NL,21,25,1,0,0,0,0,1,0,0,0,9,0,0,1,1,1 +smithjo05,2009,1,CLE,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithse01,2009,1,COL,NL,133,335,61,98,20,4,15,55,4,1,46,67,3,2,1,3,5 +smoltjo01,2009,1,BOS,AL,8,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +smoltjo01,2009,2,SLN,NL,7,13,1,1,0,0,0,0,0,0,1,5,0,0,0,0,1 +snellia01,2009,1,PIT,NL,16,23,0,4,0,0,0,1,0,0,0,10,0,0,4,0,0 +snellia01,2009,2,SEA,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +snidetr01,2009,1,TOR,AL,77,241,34,58,14,1,9,29,1,1,29,78,1,3,2,1,5 +snydech02,2009,1,ARI,NL,61,165,20,33,7,0,6,22,0,0,32,47,4,2,1,2,5 +sonnaan01,2009,1,TBA,AL,25,11,3,3,1,0,0,1,0,0,1,6,0,0,0,0,0 +soriaal01,2009,1,CHN,NL,117,477,64,115,25,1,20,55,9,2,40,118,6,3,0,2,7 +soriajo01,2009,1,KCA,AL,47,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +soriara01,2009,1,ATL,NL,77,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sosajo02,2009,1,WAS,NL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +sotoge01,2009,1,CHN,NL,102,331,27,72,19,1,11,47,1,0,50,77,3,3,0,5,19 +sowerje01,2009,1,CLE,AL,23,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +spande01,2009,1,MIN,AL,145,578,97,180,16,10,8,68,23,10,70,89,3,10,12,6,7 +speieju01,2009,1,LAA,AL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +speiery01,2009,1,COL,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +spilbry01,2009,1,COL,NL,133,352,55,85,24,3,8,48,9,5,34,79,0,2,3,2,9 +sprinru01,2009,1,OAK,AL,48,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sprinru01,2009,2,TBA,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stairma01,2009,1,PHI,NL,99,103,15,20,4,0,5,17,0,0,23,30,3,3,0,0,0 +stammcr01,2009,1,WAS,NL,20,31,1,6,3,0,0,4,0,0,2,10,0,0,4,0,0 +stanscr01,2009,1,SDN,NL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +starkde01,2009,1,SEA,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +staufti01,2009,1,SDN,NL,14,23,1,4,0,0,0,0,0,0,1,13,0,1,2,0,0 +stavini01,2009,1,SLN,NL,39,87,6,20,7,0,2,17,1,0,2,15,0,0,0,2,2 +stettmi01,2009,1,MIL,NL,71,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +steveje01,2009,1,CHN,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stewaia01,2009,1,COL,NL,147,425,74,97,19,3,25,70,7,4,56,138,3,5,0,5,7 +stokebr01,2009,1,NYN,NL,69,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +stoneto01,2009,1,NYN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +streehu01,2009,1,COL,NL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stroppe01,2009,1,TEX,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stubbdr01,2009,1,CIN,NL,42,180,27,48,5,1,8,17,10,4,15,49,0,0,1,0,1 +stulter01,2009,1,LAN,NL,11,15,1,1,0,0,0,2,0,0,3,8,0,0,2,1,0 +sullico01,2009,1,NYN,NL,64,136,17,34,2,5,2,15,7,1,19,22,1,0,0,2,5 +suppaje01,2009,1,MIL,NL,30,42,4,6,1,0,0,5,0,0,4,12,0,0,10,0,1 +suttodr01,2009,1,CIN,NL,42,66,10,14,4,1,1,9,0,2,7,20,0,1,2,0,1 +suzukic01,2009,1,SEA,AL,146,639,88,225,31,4,11,46,26,9,32,71,15,4,2,1,1 +suzukku01,2009,1,OAK,AL,147,570,74,156,37,1,15,88,8,2,28,59,0,8,1,7,14 +swarzan01,2009,1,MIN,AL,12,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +sweenmi01,2009,1,SEA,AL,74,242,25,68,15,0,8,34,0,0,17,31,2,4,0,3,4 +sweenry01,2009,1,OAK,AL,134,484,68,142,31,3,6,53,6,5,40,67,1,3,2,5,14 +swindrj01,2009,1,MIL,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +swishni01,2009,1,NYA,AL,150,498,84,124,35,1,29,82,0,0,97,126,2,3,3,6,13 +switzjo01,2009,1,NYN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tagucso01,2009,1,CHN,NL,6,11,1,3,1,0,0,0,0,0,1,4,0,0,0,0,0 +takahke01,2009,1,NYN,NL,28,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +tallebr01,2009,1,TOR,AL,37,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +taschja01,2009,1,PHI,NL,24,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +tatisfe01,2009,1,NYN,NL,125,340,42,96,21,4,8,48,4,1,22,54,3,9,4,4,13 +tatumcr01,2009,1,CIN,NL,26,68,3,11,1,0,1,6,0,0,7,10,1,1,1,0,0 +tavarju01,2009,1,WAS,NL,42,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +taverwi01,2009,1,CIN,NL,102,404,56,97,11,2,1,15,25,6,18,58,0,2,11,2,2 +taylogr01,2009,1,FLO,NL,3,3,0,0,0,0,0,0,0,0,0,2,0,0,2,0,0 +tazawju01,2009,1,BOS,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +teagata01,2009,1,TEX,AL,60,198,26,43,13,0,6,24,0,0,14,76,0,1,3,2,6 +teahema01,2009,1,KCA,AL,144,524,69,142,34,1,12,50,8,1,37,123,4,6,2,2,11 +teixema01,2009,1,NYA,AL,156,609,103,178,43,3,39,122,2,0,81,114,9,12,0,5,13 +tejadmi01,2009,1,HOU,NL,158,635,83,199,46,1,14,86,5,2,19,48,2,11,0,8,29 +tejedro01,2009,1,KCA,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thamema01,2009,1,DET,AL,87,258,33,65,11,1,13,36,0,2,29,72,2,1,0,6,5 +thatcjo01,2009,1,SDN,NL,52,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thayeda01,2009,1,TBA,AL,11,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +theriry01,2009,1,CHN,NL,154,602,81,171,20,5,7,54,21,10,51,93,1,6,13,5,13 +tholejo01,2009,1,NYN,NL,17,53,2,17,2,1,0,9,1,0,4,5,0,0,0,2,1 +thomacl02,2009,1,DET,AL,102,275,46,66,13,3,7,39,3,0,33,77,0,1,1,0,3 +thomeji01,2009,1,CHA,AL,107,345,55,86,15,0,23,74,0,0,69,116,3,0,0,3,8 +thomeji01,2009,2,LAN,NL,17,17,0,4,0,0,0,3,0,0,0,7,0,0,0,0,0 +thompbr01,2009,1,SLN,NL,32,12,0,1,0,0,0,0,0,0,0,7,0,0,2,0,0 +thompri03,2009,1,LAA,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thornma01,2009,1,CHA,AL,70,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thursjo01,2009,1,SLN,NL,124,267,27,60,17,4,1,25,4,2,33,56,5,3,3,1,9 +tillmch01,2009,1,BAL,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +toddje01,2009,1,SLN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +toddje01,2009,2,CLE,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tolbema01,2009,1,MIN,AL,71,198,28,46,7,1,2,19,6,2,21,37,1,0,10,2,1 +tomkobr01,2009,1,NYA,AL,15,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +tomkobr01,2009,2,OAK,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +toregwy01,2009,1,CLE,AL,19,51,1,9,1,0,0,6,0,0,6,12,0,1,0,2,1 +torrean02,2009,1,SFN,NL,75,152,30,41,6,8,6,23,6,1,16,45,0,1,1,0,0 +torreca01,2009,1,CHA,AL,8,3,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +torreyo01,2009,1,COL,NL,64,213,27,62,11,1,2,31,1,1,21,42,5,1,3,4,4 +towerjo01,2009,1,NYA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +towlejr01,2009,1,HOU,NL,16,48,7,9,2,0,2,3,0,0,3,16,1,1,1,0,1 +trabebi01,2009,1,BOS,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tracyan01,2009,1,PHI,NL,9,12,1,5,0,1,0,1,0,0,0,3,0,0,0,0,0 +tracych01,2009,1,ARI,NL,98,257,29,61,15,0,8,39,1,0,26,38,7,1,0,4,3 +treanma01,2009,1,DET,AL,4,13,0,0,0,0,0,0,0,0,1,4,0,0,0,0,3 +troncra01,2009,1,LAN,NL,73,5,0,0,0,0,0,0,0,0,0,5,0,0,1,0,0 +tuiasma01,2009,1,SEA,AL,7,22,2,5,1,0,1,2,0,0,2,5,0,0,0,1,0 +tulowtr01,2009,1,COL,NL,151,543,101,161,25,9,32,92,20,11,73,112,4,3,0,9,20 +turneju01,2009,1,BAL,AL,12,18,2,3,0,0,0,3,0,0,4,3,0,0,0,0,1 +ueharko01,2009,1,BAL,AL,12,2,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +ugglada01,2009,1,FLO,NL,158,564,84,137,27,1,31,90,2,1,92,150,4,7,1,4,10 +uptonbj01,2009,1,TBA,AL,144,560,79,135,33,4,11,55,42,14,57,152,0,3,3,3,7 +uptonju01,2009,1,ARI,NL,138,526,84,158,30,7,26,86,20,5,55,137,3,2,1,4,10 +uribeju01,2009,1,SFN,NL,122,398,50,115,26,4,16,55,3,1,25,82,2,1,3,5,7 +utleych01,2009,1,PHI,NL,156,571,112,161,28,4,31,93,23,0,88,110,3,24,0,4,5 +valbulu01,2009,1,CLE,AL,103,368,52,92,25,3,10,31,2,3,26,83,0,0,2,2,8 +valdelu01,2009,1,ATL,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +valdeme01,2009,1,SFN,NL,48,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +valdewi01,2009,1,NYN,NL,41,86,11,22,3,2,0,7,0,1,8,10,0,1,0,0,6 +valvejo01,2009,1,HOU,NL,52,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vanderi01,2009,1,FLO,NL,11,21,0,0,0,0,0,0,0,0,0,17,0,0,1,0,0 +vanevjo01,2009,1,BOS,AL,7,11,1,4,0,0,1,3,0,0,2,5,0,0,0,0,0 +vargacl01,2009,1,LAN,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vargacl01,2009,2,MIL,NL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vargaja01,2009,1,SEA,AL,23,4,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +varitja01,2009,1,BOS,AL,109,364,41,76,24,0,14,51,0,0,54,90,6,3,0,4,6 +vasques01,2009,1,ARI,NL,53,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vasquvi01,2009,1,PIT,NL,14,10,0,0,0,0,0,0,0,0,0,4,0,0,1,0,0 +vazquja01,2009,1,ATL,NL,37,68,6,12,3,0,0,3,0,0,3,14,0,0,20,0,0 +vazqura01,2009,1,PIT,NL,101,204,17,47,7,0,1,16,1,0,31,47,4,2,0,2,2 +vealdo01,2009,1,PIT,NL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +velazgi01,2009,1,BOS,AL,6,2,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0 +velezeu01,2009,1,SFN,NL,84,285,40,76,13,5,5,31,11,5,16,55,1,2,2,2,6 +venabwi01,2009,1,SDN,NL,95,293,38,75,14,2,12,38,6,1,25,89,2,4,2,0,6 +verasjo01,2009,1,NYA,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +verasjo01,2009,2,CLE,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +verlaju01,2009,1,DET,AL,35,2,0,0,0,0,0,0,0,0,0,1,0,0,2,0,0 +victosh01,2009,1,PHI,NL,156,620,102,181,39,13,10,62,25,8,60,71,1,6,4,4,5 +villaca01,2009,1,MIL,NL,64,11,0,1,0,0,0,0,0,0,1,7,0,0,1,0,0 +villoro01,2009,1,WAS,NL,63,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +violape01,2009,1,CIN,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vizcalu01,2009,1,CHN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vizcalu01,2009,2,CLE,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vizquom01,2009,1,TEX,AL,62,177,17,47,7,2,1,14,4,0,13,27,0,0,5,0,0 +volqued01,2009,1,CIN,NL,9,16,0,1,0,0,0,0,0,0,0,8,0,0,3,0,0 +volstch01,2009,1,FLO,NL,30,47,5,6,1,0,0,3,0,0,1,23,0,0,6,0,2 +vottojo01,2009,1,CIN,NL,131,469,82,151,38,1,25,84,4,1,70,106,10,4,0,1,8 +waddeja01,2009,1,CHN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wadeco01,2009,1,LAN,NL,27,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +waechdo01,2009,1,KCA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wagnebi02,2009,1,NYN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wagnebi02,2009,2,BOS,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wainwad01,2009,1,SLN,NL,40,89,7,16,5,1,2,4,0,0,1,26,0,0,6,0,0 +wakefti01,2009,1,BOS,AL,21,2,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +walkeja01,2009,1,BAL,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +walkene01,2009,1,PIT,NL,17,36,5,7,1,0,0,0,1,0,4,11,0,0,0,0,1 +walkety01,2009,1,PHI,NL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +waltepj01,2009,1,SLN,NL,8,3,0,0,0,0,0,0,0,0,0,1,0,0,2,0,0 +wangch01,2009,1,NYA,AL,12,3,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1 +washbja01,2009,1,SEA,AL,20,3,1,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +washbja01,2009,2,DET,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +waterch01,2009,1,BAL,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +weathda01,2009,1,CIN,NL,43,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +weathda01,2009,2,MIL,NL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +weaveje01,2009,1,LAN,NL,28,13,1,3,0,0,0,0,0,0,0,6,0,0,2,0,0 +weaveje02,2009,1,LAA,AL,33,4,1,0,0,0,0,1,0,0,1,1,0,0,0,0,0 +webbbr01,2009,1,ARI,NL,1,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +webbry01,2009,1,SDN,NL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +weeksri01,2009,1,MIL,NL,37,147,28,40,5,2,9,24,2,2,12,39,0,3,0,0,1 +welleto01,2009,1,SLN,NL,30,39,1,5,0,0,0,0,0,0,0,16,0,0,6,0,0 +wellski01,2009,1,WAS,NL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +wellski01,2009,2,CIN,NL,10,11,1,1,0,0,0,0,0,0,0,4,0,0,5,0,0 +wellsra01,2009,1,CHN,NL,27,47,5,9,3,0,0,2,0,0,2,7,0,0,12,0,1 +wellsve01,2009,1,TOR,AL,158,630,84,164,37,3,15,66,17,4,48,86,2,1,0,5,18 +werthja01,2009,1,PHI,NL,159,571,98,153,26,1,36,99,20,3,91,156,8,8,0,6,11 +westse01,2009,1,FLO,NL,20,31,2,2,1,0,0,0,0,0,0,19,0,0,4,0,0 +wheelda01,2009,1,TBA,AL,69,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +whislwe01,2009,1,CHA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +whiteel03,2009,1,SFN,NL,49,127,15,29,6,1,2,13,0,0,4,30,1,3,0,0,4 +whitejo03,2009,1,ARI,NL,46,108,7,21,7,0,1,14,0,0,24,29,4,1,0,0,2 +whitese02,2009,1,SEA,AL,52,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wietema01,2009,1,BAL,AL,96,354,35,102,15,1,9,43,0,0,28,86,2,1,0,2,11 +wiggity01,2009,1,BAL,AL,122,410,44,112,19,0,11,41,1,2,23,57,1,2,0,1,16 +willido03,2009,1,DET,AL,7,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +willijo03,2009,1,WAS,NL,133,427,70,111,29,0,24,61,4,3,61,104,2,12,0,2,11 +willira01,2009,1,CHA,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +willire03,2009,1,LAA,AL,49,80,16,17,2,0,0,6,5,1,5,17,0,0,6,1,0 +wilsobo02,2009,1,LAA,AL,12,5,0,1,1,0,0,0,0,0,0,1,0,0,1,0,1 +wilsobr01,2009,1,SFN,NL,68,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1 +wilsocj01,2009,1,TEX,AL,74,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wilsoja02,2009,1,PIT,NL,75,266,26,71,18,1,4,31,2,1,15,31,2,0,3,2,4 +wilsoja02,2009,2,SEA,AL,31,107,11,24,5,0,1,8,1,0,6,17,0,0,2,1,2 +wilsojo03,2009,1,ARI,NL,11,26,1,6,1,0,0,2,0,0,3,3,0,1,0,0,2 +wilsojo03,2009,2,SDN,NL,16,38,2,4,2,0,0,1,0,0,3,9,1,1,1,0,0 +wilsojo03,2009,3,SEA,AL,45,128,16,32,8,1,3,10,1,2,6,32,0,2,2,0,2 +winnra01,2009,1,SFN,NL,149,538,65,141,33,5,2,51,16,2,47,93,2,1,3,8,6 +wisede01,2009,1,CHA,AL,84,142,17,32,8,3,2,11,4,5,3,27,0,4,4,0,1 +wolfebr01,2009,1,TOR,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wolfra02,2009,1,LAN,NL,35,68,5,11,4,0,1,11,1,0,2,22,0,1,9,1,1 +woodbr01,2009,1,LAA,AL,18,41,5,8,1,0,1,3,0,0,3,19,0,1,1,0,3 +woodke02,2009,1,CLE,AL,58,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +woodti01,2009,1,FLO,NL,18,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +woodwch01,2009,1,SEA,AL,20,67,7,16,1,0,0,5,1,0,5,15,0,0,1,1,1 +woodwch01,2009,2,BOS,AL,13,12,0,1,0,0,0,0,0,0,2,4,0,2,0,0,0 +wrighda03,2009,1,NYN,NL,144,535,88,164,39,3,10,72,27,9,74,140,8,3,0,6,16 +wrighja01,2009,1,KCA,AL,65,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wrighwe01,2009,1,HOU,NL,49,4,2,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +wuertmi01,2009,1,OAK,AL,74,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +yabutya01,2009,1,KCA,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +yatesty01,2009,1,PIT,NL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +youklke01,2009,1,BOS,AL,136,491,99,150,36,1,27,94,7,2,77,125,6,16,0,4,9 +youngch03,2009,1,SDN,NL,14,23,2,6,0,0,0,2,0,0,2,7,0,0,1,0,0 +youngch04,2009,1,ARI,NL,134,433,54,92,28,4,15,42,11,4,59,133,2,4,3,2,3 +youngde03,2009,1,MIN,AL,108,395,50,112,16,2,12,60,2,5,12,92,1,4,0,5,17 +youngde04,2009,1,PIT,NL,124,354,40,94,16,2,7,43,2,0,29,90,0,3,1,1,13 +younger03,2009,1,COL,NL,30,57,7,14,1,0,1,1,4,4,4,12,0,0,0,0,1 +youngmi02,2009,1,TEX,AL,135,541,76,174,36,2,22,68,8,3,47,90,2,1,0,4,16 +zambrca01,2009,1,CHN,NL,35,69,7,15,5,0,4,11,0,0,1,28,0,0,1,1,0 +zaungr01,2009,1,BAL,AL,56,168,23,41,10,0,4,13,0,0,27,30,0,2,0,0,2 +zaungr01,2009,2,TBA,AL,34,94,11,27,7,0,4,14,0,2,4,18,0,1,0,0,2 +zavadcl01,2009,1,ARI,NL,49,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +zieglbr01,2009,1,OAK,AL,69,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +zimmejo02,2009,1,WAS,NL,16,27,1,4,0,0,0,2,0,0,1,11,0,0,6,0,0 +zimmery01,2009,1,WAS,NL,157,610,110,178,37,3,33,106,2,0,72,119,9,2,0,9,22 +zitoba01,2009,1,SFN,NL,34,51,2,6,0,0,0,0,0,0,4,16,0,0,12,0,1 +zobribe01,2009,1,TBA,AL,152,501,91,149,28,7,27,91,17,6,91,104,4,2,1,4,7 +zumayjo01,2009,1,DET,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +aardsda01,2010,1,SEA,AL,53,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +abadfe01,2010,1,HOU,NL,22,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +abreubo01,2010,1,LAA,AL,154,573,88,146,41,1,20,78,24,10,87,132,3,2,0,5,13 +abreuto01,2010,1,ARI,NL,81,193,16,45,11,1,1,13,2,1,4,47,0,0,0,4,8 +accarje01,2010,1,TOR,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +aceveal01,2010,1,NYA,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +acostma01,2010,1,NYN,NL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +adamsmi03,2010,1,SDN,NL,70,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +affelje01,2010,1,SFN,NL,53,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +albaljo01,2010,1,NYA,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +alberma01,2010,1,BAL,AL,62,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +aldrico01,2010,1,LAA,AL,5,13,0,1,0,1,0,1,0,0,0,5,0,0,0,0,0 +alfonel01,2010,1,SEA,AL,13,41,4,9,1,0,1,4,0,0,0,10,0,0,0,0,2 +allenbr01,2010,1,ARI,NL,22,45,5,12,3,0,1,6,0,0,10,20,1,0,0,1,0 +alonsyo01,2010,1,CIN,NL,22,29,2,6,2,0,0,3,0,0,0,10,0,0,0,0,1 +alvarpe01,2010,1,PIT,NL,95,347,42,89,21,1,16,64,0,0,37,119,1,0,0,2,8 +ambrihe01,2010,1,CLE,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +anderbr04,2010,1,OAK,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +anderbr05,2010,1,SLN,NL,15,32,1,9,2,0,0,4,0,0,1,7,0,1,0,1,0 +anderga01,2010,1,LAN,NL,80,155,8,28,6,1,2,12,1,0,5,34,1,0,1,2,6 +anderla03,2010,1,BOS,AL,18,35,4,7,1,0,0,4,0,0,7,8,0,0,0,1,1 +andinro01,2010,1,BAL,AL,16,61,6,18,4,0,2,6,1,1,3,13,0,1,0,1,3 +andruel01,2010,1,TEX,AL,148,588,88,156,15,3,0,35,32,15,64,96,0,5,17,0,6 +ankieri01,2010,1,KCA,AL,27,92,14,24,7,0,4,15,1,0,7,29,0,1,0,1,2 +ankieri01,2010,2,ATL,NL,47,119,17,25,6,1,2,9,2,1,19,42,2,1,0,0,1 +arencjp01,2010,1,TOR,AL,11,35,3,5,1,0,2,4,0,0,2,11,0,0,0,0,0 +ariasjo01,2010,1,TEX,AL,50,98,18,27,5,1,0,9,1,0,2,17,0,0,1,0,2 +ariasjo01,2010,2,NYN,NL,22,30,5,6,1,0,0,4,0,0,2,6,0,0,1,0,0 +arrieja01,2010,1,BAL,AL,18,3,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +arroybr01,2010,1,CIN,NL,34,68,5,10,0,0,1,8,0,0,2,31,0,0,6,1,1 +atchisc01,2010,1,BOS,AL,43,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +atilalu01,2010,1,WAS,NL,16,25,0,1,0,0,0,0,0,0,0,10,0,0,2,0,0 +atkinga01,2010,1,BAL,AL,44,140,5,30,7,0,1,9,0,0,12,30,0,0,0,0,7 +atkinmi01,2010,1,CHN,NL,5,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +ausmubr01,2010,1,LAN,NL,21,63,4,14,2,0,0,2,0,0,7,15,1,1,0,0,3 +avilaal01,2010,1,DET,AL,104,294,28,67,12,0,7,31,2,2,36,71,0,2,1,0,12 +avilemi01,2010,1,KCA,AL,110,424,63,129,16,3,8,32,14,5,20,49,0,1,0,3,13 +axforjo01,2010,1,MIL,NL,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +aybarer01,2010,1,LAA,AL,138,534,69,135,18,4,5,29,22,8,35,81,1,7,11,2,7 +aybarwi01,2010,1,TBA,AL,100,270,22,62,13,0,6,43,0,0,30,61,1,3,2,4,4 +badenbu01,2010,1,FLO,NL,53,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +baezda01,2010,1,PHI,NL,51,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bailean01,2010,1,OAK,AL,47,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +baileho02,2010,1,CIN,NL,19,33,1,7,0,0,0,2,0,0,2,15,0,0,4,0,1 +bakerje03,2010,1,CHN,NL,79,206,29,56,13,2,4,21,1,0,16,50,0,1,0,1,6 +bakerjo01,2010,1,FLO,NL,23,78,7,17,3,1,0,6,0,0,9,18,1,1,0,0,5 +bakersc02,2010,1,MIN,AL,29,3,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +baldero01,2010,1,TBA,AL,10,24,3,5,1,0,1,5,1,0,1,5,0,0,0,0,1 +balesco01,2010,1,WAS,NL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +balfogr01,2010,1,TBA,AL,57,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +banksjo01,2010,1,HOU,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bannibr01,2010,1,KCA,AL,24,5,1,1,1,0,0,1,0,0,0,3,0,0,1,0,0 +barajro01,2010,1,NYN,NL,74,249,30,56,11,0,12,34,0,0,8,39,3,6,1,3,4 +barajro01,2010,2,LAN,NL,25,64,9,19,3,0,5,13,0,0,5,15,3,2,0,1,2 +bardda01,2010,1,BOS,AL,73,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bardebr01,2010,1,FLO,NL,35,28,2,5,0,0,0,3,0,2,3,12,0,1,0,0,0 +bardjo01,2010,1,SEA,AL,39,112,9,24,7,0,3,10,0,0,10,27,0,0,3,1,4 +barmecl01,2010,1,COL,NL,133,387,43,91,21,0,8,50,3,2,35,66,10,5,2,3,5 +barneda01,2010,1,CHN,NL,30,79,12,19,4,0,0,2,0,0,6,12,0,0,0,0,0 +bartlja01,2010,1,TBA,AL,135,468,71,119,27,3,4,47,11,6,45,83,1,5,11,3,6 +bartoda02,2010,1,OAK,AL,159,556,79,152,33,5,10,57,7,3,110,102,2,3,12,5,8 +bassbr01,2010,1,PIT,NL,4,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bastaan01,2010,1,PHI,NL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +batismi01,2010,1,WAS,NL,58,8,0,1,0,0,0,0,0,0,0,5,0,0,1,0,0 +bautide01,2010,1,SFN,NL,31,1,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0 +bautijo02,2010,1,TOR,AL,161,569,109,148,35,3,54,124,9,2,100,116,2,10,0,4,10 +baxtemi01,2010,1,SDN,NL,9,8,0,1,0,0,0,1,0,0,0,2,0,0,0,1,1 +bayja01,2010,1,NYN,NL,95,348,48,90,20,6,6,47,10,0,44,91,3,5,0,4,7 +beachbr01,2010,1,ATL,NL,3,5,1,1,0,0,0,0,0,0,1,4,0,0,0,0,0 +beckejo02,2010,1,BOS,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +beckhgo01,2010,1,CHA,AL,131,444,58,112,25,2,9,49,4,6,37,92,0,7,6,4,9 +beimejo01,2010,1,COL,NL,71,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +belisma01,2010,1,COL,NL,76,4,0,1,1,0,0,2,0,0,0,2,0,1,2,0,0 +belisro01,2010,1,LAN,NL,59,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bellhe01,2010,1,SDN,NL,67,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +belliro01,2010,1,LAN,NL,82,162,24,35,10,1,2,19,2,2,18,35,1,1,2,2,4 +belljo01,2010,1,BAL,AL,53,159,15,34,5,0,3,12,0,1,2,53,0,0,0,0,4 +belltr01,2010,1,LAA,AL,25,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +beltrad01,2010,1,BOS,AL,154,589,84,189,49,2,28,102,2,1,40,82,10,5,0,7,25 +beltrca01,2010,1,NYN,NL,64,220,21,56,11,3,7,27,3,1,30,39,5,1,0,4,4 +beltrom01,2010,1,TEX,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +benoijo01,2010,1,TBA,AL,63,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bensokr01,2010,1,ARI,NL,3,5,0,1,0,0,0,0,0,0,0,1,0,0,1,0,0 +bergebr02,2010,1,BAL,AL,30,3,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +bergju01,2010,1,CHN,NL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bergmja01,2010,1,WAS,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +berkeja01,2010,1,BAL,AL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +berkmla01,2010,1,HOU,NL,85,298,39,73,16,1,13,49,3,2,60,70,4,0,0,0,12 +berkmla01,2010,2,NYA,AL,37,106,9,27,7,0,1,9,0,0,17,15,3,0,0,0,6 +bernaro01,2010,1,WAS,NL,134,414,52,102,18,3,11,47,16,2,35,93,1,4,2,6,3 +betanra01,2010,1,COL,NL,72,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +betanyu01,2010,1,KCA,AL,151,556,60,144,29,2,16,78,2,3,23,64,1,1,4,4,13 +betemwi01,2010,1,KCA,AL,84,276,36,82,20,0,13,43,0,0,36,74,2,1,0,2,3 +billich01,2010,1,LAN,NL,31,62,1,9,1,0,0,3,0,0,4,27,0,0,6,0,0 +bisenjo01,2010,1,WAS,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +blackni01,2010,1,MIN,AL,28,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +blakeca01,2010,1,LAN,NL,146,509,56,126,28,1,17,64,0,4,48,138,3,8,3,3,8 +blaloha01,2010,1,TBA,AL,26,63,8,16,3,0,1,7,1,1,6,15,0,0,0,0,1 +blancan01,2010,1,TEX,AL,68,166,17,46,10,1,0,13,0,2,11,24,1,3,3,2,0 +blancgr01,2010,1,ATL,NL,36,58,9,18,1,1,0,3,1,2,8,15,1,0,0,0,2 +blancgr01,2010,2,KCA,AL,49,179,22,49,8,3,1,11,10,2,21,35,0,0,2,1,3 +blanche01,2010,1,NYN,NL,50,130,10,28,5,0,2,8,1,0,11,26,2,0,0,3,1 +blankky01,2010,1,SDN,NL,33,102,14,16,6,1,3,15,1,0,15,46,0,3,0,0,1 +blantjo01,2010,1,PHI,NL,29,59,8,7,0,0,0,1,0,0,1,24,0,2,5,0,3 +blevije01,2010,1,OAK,AL,63,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bloomwi01,2010,1,KCA,AL,72,170,31,45,10,1,3,17,8,5,8,25,0,0,2,1,4 +bloomwi01,2010,2,CIN,NL,11,17,0,5,0,0,0,0,0,0,1,3,0,0,0,0,0 +blumge01,2010,1,HOU,NL,93,202,22,54,10,1,2,22,0,0,15,33,2,1,0,0,3 +bococbr01,2010,1,PHI,NL,6,5,2,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +boescbr01,2010,1,DET,AL,133,464,49,119,26,3,14,67,7,1,40,99,5,5,0,3,5 +boggsbr01,2010,1,TEX,AL,4,7,0,0,0,0,0,0,0,0,1,4,0,0,0,0,0 +boggsmi01,2010,1,SLN,NL,61,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +bogusbr01,2010,1,HOU,NL,19,28,5,5,3,0,0,3,1,1,3,12,0,0,0,0,2 +bondeje01,2010,1,DET,AL,30,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +bonifem01,2010,1,FLO,NL,73,180,30,47,6,3,0,10,12,0,17,42,0,0,1,3,1 +bonined01,2010,1,DET,AL,47,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bonsebo01,2010,1,BOS,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bonsebo01,2010,2,OAK,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +borboju01,2010,1,TEX,AL,137,438,60,121,11,4,3,42,15,7,19,59,0,2,8,1,5 +boscajc01,2010,1,ATL,NL,1,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +bourgja01,2010,1,HOU,NL,69,123,16,27,4,1,0,3,12,4,13,16,0,0,0,0,5 +bourjpe01,2010,1,LAA,AL,51,181,19,37,6,4,6,15,10,3,6,40,0,2,3,1,2 +bournmi01,2010,1,HOU,NL,141,535,84,142,25,6,2,38,52,12,59,109,5,3,6,2,6 +bowdemi01,2010,1,BOS,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bowerce01,2010,1,OAK,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bowkejo01,2010,1,SFN,NL,41,82,9,17,3,0,3,8,0,0,6,23,1,0,0,2,1 +bowkejo01,2010,2,PIT,NL,26,69,7,16,5,0,2,13,0,1,8,10,1,0,0,0,3 +boyerbl01,2010,1,ARI,NL,54,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +braddza01,2010,1,MIL,NL,46,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bradeda01,2010,1,OAK,AL,30,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +bradlmi01,2010,1,SEA,AL,73,244,28,50,9,1,8,29,8,2,28,75,2,3,1,2,2 +brantmi02,2010,1,CLE,AL,72,297,38,73,9,3,3,22,10,2,22,38,0,0,4,2,6 +branyru01,2010,1,CLE,AL,52,171,24,45,9,0,10,24,0,0,16,49,1,1,1,1,2 +branyru01,2010,2,SEA,AL,57,205,23,44,10,0,15,33,1,0,30,82,2,2,0,1,4 +braunry02,2010,1,MIL,NL,157,619,101,188,45,1,25,103,14,3,56,105,1,6,0,3,17 +braybi01,2010,1,CIN,NL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +breslcr01,2010,1,OAK,AL,75,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brignre01,2010,1,TBA,AL,113,301,39,77,13,1,8,45,3,3,20,77,3,3,0,2,6 +browndo01,2010,1,PHI,NL,35,62,8,13,3,0,2,13,2,1,5,24,1,0,0,3,1 +browndu01,2010,1,BOS,AL,7,12,0,3,1,0,0,2,0,0,0,2,0,0,0,0,1 +brownjo05,2010,1,CLE,AL,26,87,9,20,7,0,0,2,0,0,4,10,0,1,0,0,3 +broxtjo01,2010,1,LAN,NL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bruceja01,2010,1,CIN,NL,148,509,80,143,23,5,25,70,5,4,58,136,5,1,0,5,12 +brunebr01,2010,1,WAS,NL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +buchhcl01,2010,1,BOS,AL,28,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +buchhta01,2010,1,COL,NL,7,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +buchhta01,2010,2,TOR,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +buckjo01,2010,1,TOR,AL,118,409,53,115,25,0,20,66,0,0,16,111,1,6,0,6,6 +bucknbi02,2010,1,ARI,NL,3,4,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0 +bucktr01,2010,1,OAK,AL,14,42,6,7,2,0,1,2,1,0,4,14,0,1,1,0,0 +buddery01,2010,1,LAA,AL,6,10,2,4,1,0,1,3,0,0,1,5,0,0,0,0,0 +buehrma01,2010,1,CHA,AL,33,5,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +buentja01,2010,1,FLO,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bulgeja01,2010,1,LAA,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bullibr01,2010,1,KCA,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bumgama01,2010,1,SFN,NL,20,39,2,7,1,0,0,3,0,0,2,11,0,0,3,0,1 +burkeja02,2010,1,WAS,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +burneaj01,2010,1,NYA,AL,33,1,0,0,0,0,0,0,0,0,0,1,0,0,2,0,0 +burneal01,2010,1,MIN,AL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +burnese01,2010,1,WAS,NL,73,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +burrebr01,2010,1,PIT,NL,20,25,0,3,0,1,0,3,0,0,0,14,0,0,2,0,0 +burrepa01,2010,1,TBA,AL,24,84,9,17,5,0,2,13,0,0,10,28,0,1,0,1,2 +burrepa01,2010,2,SFN,NL,96,289,41,77,16,0,18,51,0,2,47,77,4,0,0,5,5 +burriem01,2010,1,SFN,NL,7,5,3,2,0,0,0,0,0,0,0,1,0,0,0,0,0 +burtoja01,2010,1,CIN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bushda01,2010,1,MIL,NL,40,53,6,7,1,0,0,2,0,0,4,23,0,0,5,0,0 +buterdr01,2010,1,MIN,AL,49,142,12,28,6,1,2,13,0,0,4,25,0,4,3,2,5 +butlebi03,2010,1,KCA,AL,158,595,77,189,45,0,15,78,0,0,69,78,8,5,0,9,32 +byrdati01,2010,1,HOU,NL,64,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +byrdma01,2010,1,CHN,NL,152,580,84,170,39,2,12,66,5,1,31,98,1,17,0,2,12 +byrneer01,2010,1,SEA,AL,15,32,1,3,2,0,0,0,1,0,6,9,0,0,0,0,1 +cabreas01,2010,1,CLE,AL,97,381,39,105,16,1,3,29,6,4,25,60,0,5,11,3,10 +cabreev01,2010,1,SDN,NL,76,212,22,44,6,3,1,22,10,6,19,54,3,2,8,0,8 +cabrefe01,2010,1,BOS,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cabreme01,2010,1,ATL,NL,147,458,50,117,27,3,4,42,7,1,42,64,11,1,5,3,8 +cabremi01,2010,1,DET,AL,150,548,111,180,45,1,38,126,3,3,89,95,32,3,0,8,17 +cabreor01,2010,1,CIN,NL,123,494,64,130,33,0,4,42,11,4,28,53,0,3,5,7,11 +cahiltr01,2010,1,OAK,AL,30,3,0,0,0,0,0,0,0,0,0,1,0,0,2,0,0 +cainlo01,2010,1,MIL,NL,43,147,17,45,11,1,1,13,7,1,9,28,0,1,0,1,1 +cainma01,2010,1,SFN,NL,35,66,3,7,1,0,0,1,0,0,1,33,0,0,10,0,0 +cairomi01,2010,1,CIN,NL,91,200,30,58,12,0,4,28,4,0,17,30,0,4,2,3,4 +callaal01,2010,1,KCA,AL,88,349,40,96,19,2,8,43,3,1,19,29,2,0,0,5,14 +callaal01,2010,2,LAA,AL,58,213,21,53,8,0,2,13,2,2,12,13,1,1,1,1,8 +camermi01,2010,1,BOS,AL,48,162,24,42,11,0,4,15,0,1,14,44,0,3,0,1,3 +campsh01,2010,1,TOR,AL,70,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +canoro01,2010,1,NYA,AL,160,626,103,200,41,3,29,109,3,2,57,77,14,8,0,5,19 +cantujo01,2010,1,FLO,NL,97,374,41,98,25,0,10,54,0,0,23,76,1,6,0,7,11 +cantujo01,2010,2,TEX,AL,30,98,9,23,4,1,1,2,0,0,6,19,0,0,1,0,4 +cappsma01,2010,1,WAS,NL,47,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +cappsma01,2010,2,MIN,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +capuach01,2010,1,MIL,NL,24,18,0,1,0,0,0,0,0,0,0,9,0,0,0,0,0 +carides01,2010,1,CHN,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +carlilu01,2010,1,CLE,AL,6,14,4,5,0,0,2,3,0,0,2,5,0,0,0,0,0 +carlsje01,2010,1,TOR,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +carmofa01,2010,1,CLE,AL,33,4,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +carpean01,2010,1,PHI,NL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +carpech01,2010,1,SLN,NL,35,72,2,8,0,0,1,4,0,0,1,25,0,1,10,0,2 +carpmi01,2010,1,SEA,AL,14,37,1,7,2,0,0,0,0,0,4,8,0,0,0,0,0 +carraca01,2010,1,CLE,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +carradj01,2010,1,PIT,NL,45,6,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +carradj01,2010,2,ARI,NL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +carrobr01,2010,1,FLO,NL,32,76,13,15,4,0,2,7,2,1,6,29,3,7,0,1,2 +carroja01,2010,1,LAN,NL,133,351,48,102,15,1,0,23,12,4,51,64,3,2,5,5,8 +carsoma01,2010,1,OAK,AL,36,79,7,14,2,0,4,9,4,0,2,23,0,0,0,2,0 +cartech01,2010,1,NYN,NL,100,167,15,44,9,0,4,24,1,2,12,17,0,1,0,0,2 +cartech02,2010,1,OAK,AL,24,70,8,13,1,0,3,7,1,0,7,21,0,0,0,1,3 +cashke01,2010,1,HOU,NL,20,54,3,11,1,0,2,4,0,0,5,13,0,0,2,0,2 +cashke01,2010,2,BOS,AL,29,60,1,8,1,0,0,1,0,0,6,16,0,1,1,0,2 +cashnan01,2010,1,CHN,NL,53,2,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +casilal01,2010,1,MIN,AL,69,152,26,42,7,4,1,20,6,1,13,17,0,0,4,1,5 +cassebo01,2010,1,LAA,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +castial02,2010,1,BAL,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +castilu01,2010,1,NYN,NL,86,247,28,58,4,2,0,17,8,3,39,25,1,0,11,2,6 +castiwe01,2010,1,CHN,NL,7,20,3,6,4,0,1,5,0,0,1,7,0,0,0,0,0 +castrja01,2010,1,HOU,NL,67,195,26,40,8,1,2,8,0,0,22,41,2,0,0,0,4 +castrju01,2010,1,PHI,NL,54,126,7,25,5,0,0,13,0,1,7,23,0,0,1,2,1 +castrju01,2010,2,LAN,NL,1,3,0,0,0,0,0,0,0,0,1,2,0,0,0,0,0 +castrra01,2010,1,CHA,AL,37,115,18,32,2,0,8,21,1,0,9,26,0,0,3,1,3 +castrst01,2010,1,CHN,NL,125,463,53,139,31,5,3,41,10,8,29,71,7,6,4,4,14 +catalfr01,2010,1,NYN,NL,25,25,2,4,1,0,0,1,0,0,1,5,0,0,0,0,0 +cecilbr01,2010,1,TOR,AL,28,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +cedajo01,2010,1,FLO,NL,8,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +cedenro02,2010,1,PIT,NL,139,468,42,120,29,3,8,38,12,3,23,106,4,2,7,2,10 +cervefr01,2010,1,NYA,AL,93,266,27,72,11,3,0,38,1,1,33,42,1,6,8,4,7 +chacigu01,2010,1,HOU,NL,44,1,1,1,0,0,1,1,0,0,0,0,0,0,0,0,0 +chacijh01,2010,1,COL,NL,28,40,0,3,0,0,0,1,0,0,1,9,0,0,4,0,0 +chambjo03,2010,1,NYA,AL,73,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chapmar01,2010,1,CIN,NL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chaveer01,2010,1,OAK,AL,33,111,10,26,8,0,1,10,0,0,8,31,0,0,0,4,3 +chaveje01,2010,1,ATL,NL,28,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +chaveje01,2010,2,KCA,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chenbr01,2010,1,KCA,AL,33,1,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0 +chicoma01,2010,1,WAS,NL,1,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1 +choatra01,2010,1,TBA,AL,85,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +choosh01,2010,1,CLE,AL,144,550,81,165,31,2,22,90,22,7,83,118,11,11,0,2,11 +churcry01,2010,1,PIT,NL,69,170,16,31,11,1,3,18,1,0,12,46,0,1,0,0,3 +churcry01,2010,2,ARI,NL,37,49,9,13,5,0,2,7,0,0,4,19,1,2,0,0,0 +ciriape01,2010,1,PIT,NL,8,6,3,3,1,1,0,1,0,0,0,3,0,0,0,0,0 +cishest01,2010,1,FLO,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clemeje01,2010,1,PIT,NL,54,144,11,29,3,0,7,12,0,0,6,37,3,1,1,1,2 +clevlbr01,2010,1,ATL,NL,4,4,2,1,1,0,0,0,0,0,0,1,0,0,0,0,1 +clippty01,2010,1,WAS,NL,78,2,0,1,0,0,0,0,0,0,0,1,0,0,1,0,0 +coellro01,2010,1,BOS,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +coffeto01,2010,1,MIL,NL,69,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +coghlch01,2010,1,FLO,NL,91,358,60,96,20,3,5,28,10,3,33,84,1,4,3,2,3 +cokeph01,2010,1,DET,AL,74,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +colemca01,2010,1,CHN,NL,12,20,2,2,1,0,0,2,0,0,1,11,0,0,2,0,0 +colomje01,2010,1,SEA,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +colonro01,2010,1,KCA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +colvity01,2010,1,CHN,NL,135,358,60,91,18,5,20,56,6,1,30,100,2,3,1,2,6 +congeha01,2010,1,LAA,AL,13,29,2,5,1,1,0,5,0,0,5,9,0,0,0,0,1 +conrabr01,2010,1,ATL,NL,103,156,31,39,11,1,8,33,5,1,16,45,0,1,4,0,0 +contrjo01,2010,1,PHI,NL,67,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cookaa01,2010,1,COL,NL,28,40,5,6,2,0,0,1,0,0,0,17,0,0,5,0,0 +coraal01,2010,1,NYN,NL,62,169,14,35,6,3,0,20,4,1,10,16,1,4,2,2,4 +coraal01,2010,2,TEX,AL,4,7,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0 +cordech01,2010,1,SEA,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cordefr01,2010,1,CIN,NL,75,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cormila01,2010,1,TBA,AL,60,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +corpama01,2010,1,COL,NL,56,5,0,0,0,0,0,0,0,0,2,3,0,0,0,0,0 +correke01,2010,1,SDN,NL,28,44,4,6,1,0,0,5,0,0,2,20,0,0,6,0,0 +corteda02,2010,1,SEA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +counscr01,2010,1,MIL,NL,102,204,16,51,8,0,2,21,1,1,21,29,0,1,3,1,0 +cousisc01,2010,1,FLO,NL,27,37,2,11,2,2,0,2,0,0,1,13,0,0,0,0,0 +craigal01,2010,1,SLN,NL,44,114,12,28,7,0,4,18,0,1,9,26,1,0,0,1,1 +crainje01,2010,1,MIN,AL,71,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +cramebo01,2010,1,OAK,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +crawfca02,2010,1,TBA,AL,154,600,110,184,30,13,19,90,47,10,46,104,3,3,3,5,2 +crispco01,2010,1,OAK,AL,75,290,51,81,14,4,8,38,32,3,30,49,0,0,3,5,6 +crosbbo01,2010,1,PIT,NL,61,156,9,35,8,0,1,11,0,2,16,33,2,1,2,0,1 +crosbbo01,2010,2,ARI,NL,9,12,0,2,2,0,0,2,0,1,1,5,0,0,0,1,1 +crowetr01,2010,1,CLE,AL,122,442,48,111,24,3,2,36,20,7,29,73,1,3,5,0,13 +cruzju02,2010,1,KCA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cruzlu01,2010,1,MIL,NL,7,17,2,4,0,1,0,1,0,0,0,2,0,0,0,0,1 +cruzne02,2010,1,TEX,AL,108,399,60,127,31,3,22,78,17,4,38,81,5,1,1,6,12 +cuddymi01,2010,1,MIN,AL,157,609,93,165,37,5,14,81,7,3,58,93,7,4,0,4,26 +cuetojo01,2010,1,CIN,NL,31,54,2,6,0,0,0,2,0,0,1,22,0,0,8,0,1 +cunniaa01,2010,1,SDN,NL,53,132,17,38,12,1,1,15,1,3,7,28,1,3,2,3,3 +curtico01,2010,1,NYA,AL,31,59,7,11,3,0,1,8,0,0,4,15,0,1,0,0,0 +custja01,2010,1,OAK,AL,112,349,50,95,19,0,13,52,2,2,68,127,0,5,0,3,6 +daiglca01,2010,1,HOU,NL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +daleyma01,2010,1,COL,NL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +damonjo01,2010,1,DET,AL,145,539,81,146,36,5,8,51,11,1,69,90,2,2,2,1,5 +danksjo01,2010,1,CHA,AL,32,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +davieky01,2010,1,KCA,AL,32,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +davisbr03,2010,1,FLO,NL,33,109,8,23,7,1,3,16,2,0,9,37,2,1,1,3,1 +davisch02,2010,1,TEX,AL,45,120,7,23,9,0,1,4,3,0,15,40,3,0,0,1,3 +davisdo02,2010,1,MIL,NL,8,13,0,0,0,0,0,1,0,0,0,5,0,0,1,1,1 +davisik02,2010,1,NYN,NL,147,523,73,138,33,1,19,71,3,2,72,138,6,1,0,5,13 +davisra01,2010,1,OAK,AL,143,525,66,149,28,3,5,52,50,11,26,78,0,4,1,5,10 +daviswa01,2010,1,TBA,AL,29,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +deazaal01,2010,1,CHA,AL,19,30,7,9,3,0,0,2,2,1,1,4,0,0,1,0,0 +dedunsa01,2010,1,COL,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dejesda01,2010,1,KCA,AL,91,352,46,112,23,3,5,37,3,3,34,47,2,4,3,1,10 +delanro01,2010,1,MIN,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +delarjo01,2010,1,COL,NL,20,41,3,7,2,0,0,4,0,0,0,15,0,0,3,0,1 +delcama01,2010,1,BOS,AL,48,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +delcama01,2010,2,COL,NL,9,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +delroen01,2010,1,CIN,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +delroen01,2010,2,HOU,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +demelsa01,2010,1,ARI,NL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dempsry01,2010,1,CHN,NL,35,59,3,8,1,0,0,2,0,0,0,19,0,0,16,0,0 +denorch01,2010,1,SDN,NL,99,284,41,77,15,2,9,36,8,4,27,51,3,2,1,3,5 +derosma01,2010,1,SFN,NL,26,93,9,18,3,0,1,10,0,2,9,16,0,2,0,0,6 +descada01,2010,1,SLN,NL,11,34,6,9,2,0,0,4,1,0,2,6,0,1,0,0,0 +desmoia01,2010,1,WAS,NL,154,525,59,141,27,4,10,65,17,5,28,109,3,5,9,7,9 +desseel01,2010,1,NYN,NL,53,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +detwiro01,2010,1,WAS,NL,8,7,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +dewitbl01,2010,1,LAN,NL,82,256,29,69,15,4,1,30,2,2,30,49,4,3,2,1,4 +dewitbl01,2010,2,CHN,NL,53,184,18,46,9,1,4,22,1,0,17,37,4,1,0,2,1 +diamoth01,2010,1,CHN,NL,16,7,1,0,0,0,0,0,0,0,1,6,0,0,0,0,0 +diazar01,2010,1,PIT,NL,22,33,0,8,1,0,0,2,0,1,3,10,1,0,0,0,1 +diazma02,2010,1,ATL,NL,84,224,27,56,17,2,7,31,3,1,13,44,3,4,2,1,6 +dickech01,2010,1,CIN,NL,20,44,9,9,1,1,0,0,3,0,1,19,0,0,0,0,1 +dickech01,2010,2,MIL,NL,25,53,2,11,1,1,0,5,1,0,5,15,0,0,2,1,0 +dickera01,2010,1,NYN,NL,27,51,7,13,2,0,0,5,0,0,3,8,0,0,7,0,0 +dobbsgr01,2010,1,PHI,NL,88,163,13,32,7,0,5,15,1,1,12,39,1,0,1,0,2 +donalja01,2010,1,CLE,AL,88,296,39,75,19,3,4,24,5,1,22,70,2,3,4,0,3 +donaljo02,2010,1,OAK,AL,14,32,1,5,1,0,1,4,0,0,2,12,0,0,0,0,0 +donnebr01,2010,1,PIT,NL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +doteloc01,2010,1,PIT,NL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +doteloc01,2010,2,LAN,NL,19,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +doteloc01,2010,3,COL,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +doubrfe01,2010,1,BOS,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +doumiry01,2010,1,PIT,NL,124,406,42,102,22,1,13,45,1,0,41,87,4,8,0,1,18 +downsma01,2010,1,SFN,NL,29,78,6,19,7,0,1,7,0,0,8,18,0,1,0,1,1 +downsma01,2010,2,HOU,NL,11,19,2,2,0,0,0,0,0,0,1,2,0,1,0,0,0 +downssc01,2010,1,TOR,AL,67,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +drabeky01,2010,1,TOR,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +drewjd01,2010,1,BOS,AL,139,478,69,122,24,2,22,68,3,1,60,105,3,4,0,4,12 +drewst01,2010,1,ARI,NL,151,565,83,157,33,12,15,61,10,5,62,108,2,3,2,1,7 +duchsju01,2010,1,OAK,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dudalu01,2010,1,NYN,NL,29,84,11,17,6,0,4,13,0,0,6,22,0,1,0,1,2 +duensbr01,2010,1,MIN,AL,53,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +dukeza01,2010,1,PIT,NL,32,48,5,3,2,0,0,0,0,0,2,17,0,0,8,0,0 +duncash01,2010,1,CLE,AL,85,229,29,53,10,0,11,36,1,0,26,76,2,3,0,1,4 +dunnad01,2010,1,WAS,NL,158,558,85,145,36,2,38,103,0,1,77,199,10,9,0,4,10 +dunnmi01,2010,1,ATL,NL,25,2,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +duranlu01,2010,1,SDN,NL,28,48,8,12,0,0,0,4,5,0,4,7,0,0,1,0,3 +durbich01,2010,1,PHI,NL,64,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +dysonja01,2010,1,KCA,AL,18,57,11,12,4,2,1,5,9,1,6,16,0,0,2,0,2 +eckstda01,2010,1,SDN,NL,116,442,49,118,23,0,1,29,8,1,27,35,0,9,12,2,6 +edmonji01,2010,1,MIL,NL,73,217,38,62,21,0,8,20,2,0,21,53,0,1,0,1,2 +edmonji01,2010,2,CIN,NL,13,29,6,6,2,0,3,3,0,0,3,7,0,0,0,0,0 +ekstrmi01,2010,1,TBA,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +elbersc01,2010,1,LAN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +eldrebr01,2010,1,COL,NL,11,24,4,6,1,0,1,3,0,0,2,10,0,1,0,0,0 +ellisaj01,2010,1,LAN,NL,44,108,6,30,5,0,0,16,0,0,14,18,1,1,4,1,5 +ellisma01,2010,1,OAK,AL,124,436,45,127,24,0,5,49,7,6,40,56,4,8,3,5,7 +ellsbja01,2010,1,BOS,AL,18,78,10,15,4,0,0,5,7,1,4,9,0,1,0,0,0 +elyjo01,2010,1,LAN,NL,18,27,1,2,0,0,0,1,0,0,1,13,0,0,4,0,0 +encared01,2010,1,TOR,AL,96,332,47,81,16,0,21,51,1,0,29,60,1,2,0,4,9 +englije01,2010,1,WAS,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +enrigba01,2010,1,ARI,NL,18,33,1,8,1,0,0,6,0,0,0,9,0,0,3,1,0 +escaled01,2010,1,COL,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +escobal02,2010,1,MIL,NL,145,506,57,119,14,10,4,41,10,4,36,70,7,3,4,3,8 +escobyu01,2010,1,ATL,NL,75,261,28,62,12,0,0,19,5,1,37,31,1,1,2,0,9 +escobyu01,2010,2,TOR,AL,60,236,32,65,7,0,4,16,1,1,19,26,0,4,7,0,9 +espinda01,2010,1,WAS,NL,28,103,16,22,4,1,6,15,0,2,9,30,1,0,0,0,0 +esposbr01,2010,1,HOU,NL,2,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +estrama01,2010,1,MIL,NL,7,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ethiean01,2010,1,LAN,NL,139,517,71,151,33,1,23,82,2,1,59,102,11,3,0,6,11 +evansni01,2010,1,NYN,NL,20,36,5,11,3,0,1,5,0,0,1,10,0,0,0,0,1 +evanste01,2010,1,LAA,AL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +evelada01,2010,1,TOR,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +evelada01,2010,2,PIT,NL,3,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +everead01,2010,1,DET,AL,31,81,6,15,5,0,0,4,2,1,4,18,0,0,3,1,1 +farnsky01,2010,1,KCA,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +farnsky01,2010,2,ATL,NL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +feldmsc01,2010,1,TEX,AL,29,6,1,1,1,0,0,0,0,0,0,3,0,0,0,0,0 +felicje01,2010,1,NYN,NL,54,108,12,25,4,1,0,3,1,0,6,12,0,1,3,1,3 +felicpe01,2010,1,NYN,NL,92,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +felizne01,2010,1,TEX,AL,70,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +felizpe01,2010,1,HOU,NL,97,289,22,64,12,1,4,31,1,1,9,31,1,1,0,5,9 +felizpe01,2010,2,SLN,NL,40,120,14,25,0,1,1,9,0,0,4,10,0,0,0,1,4 +fieldjo02,2010,1,KCA,AL,13,49,5,15,0,0,3,6,0,0,1,9,0,0,0,0,1 +fieldpr01,2010,1,MIL,NL,161,578,94,151,25,0,32,83,1,0,114,138,17,21,0,1,12 +fienca01,2010,1,DET,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +figaral01,2010,1,DET,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +figgich01,2010,1,SEA,AL,161,602,62,156,21,2,1,35,42,15,74,114,0,3,17,6,19 +figuene01,2010,1,PHI,NL,13,4,1,2,1,0,0,0,0,0,0,1,0,0,0,0,0 +figuene01,2010,2,HOU,NL,18,13,0,2,0,0,0,0,0,0,0,2,0,0,5,0,0 +fisheca01,2010,1,CIN,NL,18,4,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +fistedo01,2010,1,SEA,AL,28,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +florera01,2010,1,COL,NL,47,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +florera01,2010,2,MIN,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +flowety01,2010,1,CHA,AL,8,11,2,1,0,0,0,0,0,0,4,5,0,0,0,0,0 +floydga01,2010,1,CHA,AL,31,4,0,1,0,0,0,0,0,0,1,2,0,0,0,0,0 +fontemi01,2010,1,CHN,NL,75,169,14,48,11,3,1,20,1,2,10,28,0,3,1,2,3 +fontemi01,2010,2,SFN,NL,28,71,10,20,2,0,0,5,0,2,5,13,0,0,0,0,0 +fordda03,2010,1,SFN,NL,7,0,1,0,0,0,0,0,2,1,0,0,0,0,0,0,0 +fowlede01,2010,1,COL,NL,132,439,73,114,20,14,6,36,13,8,57,104,0,2,7,0,5 +foxja02,2010,1,OAK,AL,39,98,11,21,5,0,2,12,0,0,5,26,0,2,0,1,6 +foxja02,2010,2,BAL,AL,38,100,10,22,5,1,5,10,0,0,3,23,0,2,0,0,1 +foxma01,2010,1,MIN,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +foxma01,2010,2,BOS,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +francbe01,2010,1,PHI,NL,88,179,24,48,13,0,6,28,8,0,14,35,1,2,1,1,6 +francfr01,2010,1,TEX,AL,56,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +francje01,2010,1,COL,NL,20,22,2,2,0,0,0,1,0,0,4,6,0,0,3,1,1 +francje02,2010,1,NYN,NL,124,401,43,95,16,2,11,54,8,2,29,76,8,7,0,10,7 +francje02,2010,2,TEX,AL,15,53,9,18,2,0,2,11,0,1,1,5,0,1,0,1,2 +francju02,2010,1,CIN,NL,36,55,3,15,3,0,1,7,0,1,4,20,0,0,0,0,2 +frandke01,2010,1,LAA,AL,54,160,24,40,11,0,0,14,2,0,9,10,0,1,3,0,5 +frankry01,2010,1,SLN,NL,59,3,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +frasoja01,2010,1,TOR,AL,69,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +frazije01,2010,1,DET,AL,9,23,3,5,1,0,0,1,0,0,1,6,0,0,0,0,2 +freemfr01,2010,1,ATL,NL,20,24,3,4,1,0,1,1,0,0,0,8,0,0,0,0,1 +freesda01,2010,1,SLN,NL,70,240,28,71,12,1,4,36,1,1,21,59,0,4,4,1,7 +frenclu01,2010,1,SEA,AL,16,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +frierer01,2010,1,SDN,NL,33,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +fuentbr01,2010,1,LAA,AL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fuentbr01,2010,2,MIN,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fukudko01,2010,1,CHN,NL,130,358,45,94,20,2,13,44,7,8,64,67,1,0,3,4,5 +fulchje01,2010,1,HOU,NL,50,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +fuldsa01,2010,1,CHN,NL,19,28,3,4,1,0,0,3,0,0,3,5,0,0,0,0,2 +furcara01,2010,1,LAN,NL,97,383,66,115,23,7,8,43,22,4,40,60,5,1,2,2,5 +gabinar01,2010,1,BAL,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +galarar01,2010,1,DET,AL,25,5,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +gallase01,2010,1,SDN,NL,15,3,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +gallase01,2010,2,PIT,NL,31,4,1,0,0,0,0,0,0,0,1,2,0,0,0,0,0 +gallayo01,2010,1,MIL,NL,33,63,7,16,4,0,4,10,0,0,5,17,0,2,2,0,0 +gamelma01,2010,1,MIL,NL,12,15,1,3,1,0,0,1,0,0,1,8,0,1,0,0,1 +garcifr02,2010,1,CHA,AL,28,5,0,0,0,0,0,0,0,0,0,1,0,0,1,0,1 +garcija01,2010,1,SFN,NL,52,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +garcija02,2010,1,SLN,NL,31,54,8,10,1,0,0,2,0,0,2,13,0,0,4,0,1 +gardnbr01,2010,1,NYA,AL,150,477,97,132,20,7,5,47,47,9,79,101,1,5,5,3,6 +garkory01,2010,1,TEX,AL,15,33,0,3,0,0,0,3,0,0,3,4,1,0,2,0,1 +garlajo01,2010,1,SDN,NL,34,56,6,12,1,0,0,2,0,0,6,18,0,0,6,1,0 +garzama01,2010,1,TBA,AL,33,3,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +gaudich01,2010,1,OAK,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gaudich01,2010,2,NYA,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +geedi01,2010,1,NYN,NL,5,12,0,2,1,0,0,1,0,0,0,8,0,0,0,0,0 +gentrcr01,2010,1,TEX,AL,20,33,4,7,0,0,0,3,1,0,1,11,0,0,0,1,1 +germaes01,2010,1,TEX,AL,13,13,5,3,0,0,0,1,4,1,3,2,0,0,0,0,0 +germaju01,2010,1,CLE,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gerutjo01,2010,1,MIL,NL,32,71,7,14,4,1,2,8,0,1,3,17,0,0,0,0,1 +gervasa01,2010,1,HOU,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +getzch01,2010,1,KCA,AL,72,224,23,53,9,0,0,18,15,2,19,28,1,2,3,0,3 +giambja01,2010,1,COL,NL,87,176,17,43,9,0,6,35,2,0,35,47,5,6,0,5,5 +gibboja01,2010,1,LAN,NL,37,75,11,21,2,0,5,17,0,1,4,14,0,0,0,1,2 +gilleco01,2010,1,ARI,NL,45,104,11,24,8,0,2,12,1,1,7,29,1,1,0,1,2 +gimench01,2010,1,CLE,AL,28,58,6,11,5,0,1,8,0,0,8,22,0,0,1,0,1 +glaustr01,2010,1,ATL,NL,128,412,52,99,18,0,16,71,0,0,63,100,2,4,0,4,16 +gloadro01,2010,1,PHI,NL,94,128,16,36,8,0,6,22,1,0,8,15,3,1,1,0,1 +golsogr01,2010,1,NYA,AL,24,23,3,6,2,0,0,2,0,2,0,3,0,0,0,0,0 +gomesjo01,2010,1,CIN,NL,148,511,77,136,24,3,18,86,5,3,39,123,3,12,0,9,4 +gomezca01,2010,1,MIL,NL,97,291,38,72,11,3,5,24,18,3,17,72,1,4,6,0,10 +gomezje01,2010,1,CLE,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gonzaad01,2010,1,SDN,NL,160,591,87,176,33,0,31,101,0,0,93,114,35,2,2,4,15 +gonzaal02,2010,1,TOR,AL,85,328,47,85,25,1,17,50,1,0,17,65,0,1,0,2,9 +gonzaal02,2010,2,ATL,NL,72,267,27,64,17,2,6,38,0,2,14,53,2,6,3,2,7 +gonzaal03,2010,1,WAS,NL,114,186,19,46,8,1,0,5,0,0,7,30,0,1,3,1,8 +gonzaca01,2010,1,COL,NL,145,587,111,197,34,9,34,117,26,8,40,135,8,2,0,7,9 +gonzaen01,2010,1,DET,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gonzagi01,2010,1,OAK,AL,33,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +gonzami02,2010,1,BAL,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gordoal01,2010,1,KCA,AL,74,242,34,52,10,0,8,20,1,5,34,62,1,2,2,1,9 +gorzeto01,2010,1,CHN,NL,29,40,1,5,0,0,0,2,0,0,0,18,0,0,5,0,0 +grabojo02,2010,1,CHN,NL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grandcu01,2010,1,NYA,AL,136,466,76,115,17,7,24,67,12,2,53,116,3,2,4,3,3 +grayje02,2010,1,CHN,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +greenni01,2010,1,LAN,NL,5,8,0,1,0,0,0,1,0,0,0,2,0,1,0,0,0 +greenni01,2010,2,TOR,AL,9,13,2,2,0,0,0,1,0,0,1,3,0,0,0,0,0 +greense01,2010,1,NYN,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +greenty02,2010,1,SLN,NL,44,104,14,23,3,1,2,10,2,0,13,24,4,4,0,1,1 +gregelu01,2010,1,SDN,NL,80,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +greggke01,2010,1,TOR,AL,63,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +greinza01,2010,1,KCA,AL,33,6,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +griffke02,2010,1,SEA,AL,33,98,6,18,2,0,0,7,0,0,9,17,0,0,0,1,3 +grossga01,2010,1,OAK,AL,105,222,27,53,11,1,1,25,5,1,17,39,2,0,2,2,5 +grudzma01,2010,1,CLE,AL,30,110,10,30,0,0,0,11,2,0,8,10,0,1,0,0,4 +guerrma02,2010,1,MIN,AL,74,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guerrvl01,2010,1,TEX,AL,152,593,83,178,27,1,29,115,4,5,35,60,5,9,0,6,19 +guillca01,2010,1,DET,AL,68,253,26,69,17,1,6,34,1,2,21,41,2,0,0,1,10 +guilljo01,2010,1,KCA,AL,106,396,46,101,17,2,16,62,1,0,27,84,1,9,0,5,9 +guilljo01,2010,2,SFN,NL,42,128,9,34,5,0,3,15,0,0,5,29,0,5,0,1,8 +guthrje01,2010,1,BAL,AL,32,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +gutiefr01,2010,1,SEA,AL,152,568,61,139,25,3,12,64,25,3,50,137,5,1,2,8,10 +gutieju01,2010,1,ARI,NL,58,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guzmacr01,2010,1,WAS,NL,89,319,44,90,11,4,2,25,4,2,17,53,3,5,3,2,7 +guzmacr01,2010,2,TEX,AL,15,46,4,7,1,0,0,1,0,0,3,10,0,0,1,0,2 +gwynnto02,2010,1,SDN,NL,117,289,30,59,9,3,3,20,17,4,41,50,4,1,7,1,3 +haegech01,2010,1,LAN,NL,9,6,0,0,0,0,0,1,0,0,1,5,0,0,1,1,0 +hafnetr01,2010,1,CLE,AL,118,396,46,110,29,0,13,50,2,1,51,94,10,12,0,3,2 +hairsje02,2010,1,SDN,NL,119,430,53,105,13,2,10,50,9,6,31,54,2,5,4,6,5 +hairssc01,2010,1,SDN,NL,104,295,34,62,10,0,10,36,6,1,31,69,1,6,0,4,3 +hallaro01,2010,1,PHI,NL,33,92,6,13,0,0,0,5,0,0,1,42,0,0,2,0,0 +hallbi03,2010,1,BOS,AL,120,344,44,85,16,1,18,46,9,1,34,104,0,1,2,1,4 +halmagr01,2010,1,SEA,AL,9,29,1,4,1,0,0,3,1,0,1,11,0,0,0,0,0 +hamelco01,2010,1,PHI,NL,34,67,4,10,2,0,0,2,0,0,0,20,0,0,5,0,1 +hamiljo03,2010,1,TEX,AL,133,518,95,186,40,3,32,100,8,1,43,95,5,5,1,4,11 +hamilma01,2010,1,SLN,NL,9,14,0,2,0,0,0,0,0,0,1,5,0,0,0,0,0 +hammeja01,2010,1,COL,NL,30,57,3,6,1,0,0,2,0,0,1,29,0,0,5,0,0 +hamptmi01,2010,1,ARI,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hanigry01,2010,1,CIN,NL,70,203,25,61,11,0,5,40,0,0,33,21,4,4,1,2,6 +hanrajo01,2010,1,PIT,NL,72,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hansoto01,2010,1,ATL,NL,34,62,3,6,0,0,0,4,0,0,2,27,0,0,8,1,0 +happja01,2010,1,PHI,NL,3,4,0,0,0,0,0,0,0,0,1,2,0,0,1,0,0 +happja01,2010,2,HOU,NL,13,22,0,0,0,0,0,0,0,0,0,7,0,0,2,0,0 +haranaa01,2010,1,CIN,NL,22,37,1,5,1,0,0,2,0,0,0,13,0,0,3,0,2 +harderi01,2010,1,TEX,AL,20,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +hardyjj01,2010,1,MIN,AL,101,340,44,91,19,3,6,38,1,1,28,54,1,0,3,4,8 +harenda01,2010,1,ARI,NL,23,55,8,20,6,0,1,7,0,0,1,9,0,0,1,0,0 +harenda01,2010,2,LAA,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +harrelu01,2010,1,CHA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +harribr01,2010,1,MIN,AL,43,108,11,17,3,0,1,4,0,0,9,23,0,2,0,1,2 +harrima01,2010,1,TEX,AL,37,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +harriwi01,2010,1,WAS,NL,132,224,25,41,6,2,10,32,5,2,33,60,0,2,1,2,3 +hartco01,2010,1,MIL,NL,145,558,91,158,34,4,31,102,7,6,45,140,2,6,0,5,14 +hatchch02,2010,1,FLO,NL,5,6,0,0,0,0,0,0,0,0,2,5,1,0,0,0,0 +hawkila01,2010,1,MIL,NL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hawksbl01,2010,1,SLN,NL,45,16,0,0,0,0,0,0,0,0,0,9,0,0,2,0,0 +hawpebr01,2010,1,COL,NL,88,259,24,66,21,2,7,37,2,1,36,68,4,1,0,4,4 +hawpebr01,2010,2,TBA,AL,15,39,7,7,0,0,2,7,0,0,6,17,0,1,0,0,1 +hayesbr01,2010,1,FLO,NL,26,77,6,16,6,1,2,6,0,0,6,26,1,0,0,0,1 +headlch01,2010,1,SDN,NL,161,610,77,161,29,3,11,58,17,5,56,139,3,3,1,4,11 +heilmaa01,2010,1,ARI,NL,70,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +heisech01,2010,1,CIN,NL,97,201,33,51,10,1,8,21,1,2,16,57,1,6,1,2,3 +hellije01,2010,1,TBA,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +helmswe01,2010,1,FLO,NL,127,254,25,56,12,4,4,39,0,2,26,76,1,4,0,3,7 +heltoto01,2010,1,COL,NL,118,398,48,102,18,1,8,37,0,0,67,90,3,2,0,6,10 +hendrma01,2010,1,BAL,AL,52,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +henslcl01,2010,1,FLO,NL,68,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +hermije01,2010,1,BOS,AL,52,158,14,32,8,0,5,27,1,0,12,45,0,0,0,1,0 +hermije01,2010,2,OAK,AL,21,64,5,16,4,0,1,2,0,0,4,13,0,0,0,0,5 +hernaan01,2010,1,CLE,AL,22,61,6,15,3,0,0,2,1,0,2,9,0,0,0,0,2 +hernaan01,2010,2,HOU,NL,32,48,7,9,2,0,0,1,2,0,8,10,0,0,0,0,1 +hernada01,2010,1,BAL,AL,41,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +hernadi01,2010,1,ATL,NL,20,9,5,1,0,0,1,1,0,0,0,4,0,0,1,0,0 +hernafe02,2010,1,SEA,AL,34,2,0,0,0,0,0,0,0,0,0,1,0,0,2,0,0 +hernali01,2010,1,WAS,NL,35,61,2,9,1,0,1,3,0,0,1,13,0,0,9,0,2 +hernalu01,2010,1,NYN,NL,17,44,4,11,1,0,2,6,1,0,2,7,0,1,0,0,1 +hernara02,2010,1,CIN,NL,97,313,30,93,18,1,7,48,0,0,29,49,1,5,3,2,8 +herndda01,2010,1,PHI,NL,47,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +herreda01,2010,1,CIN,NL,36,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +herrejo03,2010,1,COL,NL,76,222,34,63,6,2,1,21,2,2,25,36,1,0,7,3,2 +herrmfr01,2010,1,CLE,AL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hessmmi01,2010,1,NYN,NL,32,55,6,7,2,1,1,6,0,0,8,23,1,2,0,0,2 +hestejo01,2010,1,ARI,NL,38,95,9,20,7,0,2,7,1,0,11,32,1,0,0,0,2 +heywaja01,2010,1,ATL,NL,142,520,83,144,29,5,18,72,11,6,91,128,2,10,0,2,13 +hicksbr01,2010,1,ATL,NL,16,5,7,0,0,0,0,0,0,0,1,2,0,0,0,0,0 +hillaa01,2010,1,TOR,AL,138,528,70,108,22,0,26,68,2,2,41,85,2,8,1,2,8 +hillko01,2010,1,CHN,NL,77,215,18,46,13,1,1,17,1,0,12,61,3,0,3,1,5 +hillri01,2010,1,BOS,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hillsh01,2010,1,TOR,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hillst01,2010,1,SLN,NL,1,3,1,1,0,0,1,1,0,0,0,1,0,0,0,0,0 +hinsker01,2010,1,ATL,NL,131,281,38,72,21,1,11,51,0,0,33,75,5,3,0,3,4 +hochelu01,2010,1,KCA,AL,18,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +hoffmtr01,2010,1,MIL,NL,50,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +hoffpja01,2010,1,TOR,AL,13,34,1,7,1,0,0,0,0,0,2,5,0,0,1,0,1 +hoffpmi01,2010,1,CHN,NL,24,52,5,9,3,0,0,5,0,0,5,15,0,0,0,0,3 +hollade01,2010,1,TEX,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hollagr01,2010,1,KCA,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hollima01,2010,1,SLN,NL,158,596,95,186,45,1,28,103,9,5,69,93,10,8,0,2,13 +hoovepa01,2010,1,PHI,NL,9,22,6,5,2,0,0,2,0,0,3,5,2,0,0,0,3 +houseja01,2010,1,FLO,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +howarry01,2010,1,PHI,NL,143,550,87,152,23,5,31,108,1,1,59,157,11,8,0,3,14 +howrybo01,2010,1,ARI,NL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +howrybo01,2010,2,CHN,NL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +huch01,2010,1,LAN,NL,14,23,2,3,1,0,0,1,1,0,0,5,0,1,0,1,1 +hudsoda01,2010,1,CHA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hudsoda01,2010,2,ARI,NL,11,27,1,4,2,0,0,6,0,0,0,7,0,1,3,0,1 +hudsoor01,2010,1,MIN,AL,126,497,80,133,24,5,6,37,10,3,50,87,0,4,5,3,14 +hudsoti01,2010,1,ATL,NL,35,77,4,15,4,0,0,4,0,0,0,21,0,0,8,0,0 +huffau01,2010,1,SFN,NL,157,569,100,165,35,5,26,86,7,0,83,91,5,9,0,7,17 +huffda01,2010,1,CLE,AL,15,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +huffmch01,2010,1,NYA,AL,9,18,1,3,0,0,0,2,0,0,2,5,0,1,0,0,1 +hughedu01,2010,1,KCA,AL,57,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hughelu01,2010,1,MIN,AL,2,7,1,2,0,0,1,1,0,1,0,3,0,0,0,0,0 +hugheph01,2010,1,NYA,AL,31,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +hugherh01,2010,1,BAL,AL,14,47,3,10,2,0,0,4,0,0,4,19,0,0,0,0,0 +humbeph01,2010,1,KCA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hundlni01,2010,1,SDN,NL,85,273,33,68,18,2,8,43,0,5,25,66,0,1,2,6,8 +hunteto01,2010,1,LAA,AL,152,573,76,161,36,0,23,90,9,12,61,106,6,7,0,5,22 +hunteto02,2010,1,TEX,AL,23,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +iannech01,2010,1,COL,NL,61,188,20,37,6,1,9,27,1,0,30,48,2,4,0,1,4 +ibanera01,2010,1,PHI,NL,155,561,75,154,37,5,16,83,4,3,68,108,11,0,0,7,15 +igarary01,2010,1,NYN,NL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +infangr01,2010,1,CHA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +infanom01,2010,1,ATL,NL,134,471,65,151,15,3,8,47,7,6,29,62,1,0,4,2,14 +ingebr01,2010,1,DET,AL,144,514,47,127,28,5,13,70,4,3,54,134,4,5,0,7,12 +inglejo01,2010,1,MIL,NL,102,142,15,36,8,5,1,8,1,0,15,34,0,2,0,1,1 +ishiktr01,2010,1,SFN,NL,116,158,18,42,11,0,3,22,0,0,13,29,2,0,1,1,3 +iwamuak01,2010,1,PIT,NL,54,165,18,30,6,1,2,9,3,1,26,31,0,0,1,1,4 +iwamuak01,2010,2,OAK,AL,10,31,3,4,1,0,0,4,0,0,5,10,0,0,0,0,0 +izturce01,2010,1,BAL,AL,150,473,42,109,13,1,1,28,11,5,25,53,1,6,7,2,11 +izturma01,2010,1,LAA,AL,61,212,27,53,13,1,3,27,7,3,21,27,0,2,1,2,1 +jacksau01,2010,1,DET,AL,151,618,103,181,34,10,4,41,27,6,47,170,4,4,3,3,5 +jacksco01,2010,1,ARI,NL,42,151,19,36,11,0,1,11,4,1,20,18,2,0,0,1,3 +jacksco01,2010,2,OAK,AL,18,57,6,13,2,0,1,5,2,0,11,9,1,1,0,0,2 +jacksed01,2010,1,ARI,NL,22,38,5,6,0,0,1,3,0,0,2,22,0,0,3,0,0 +jacksed01,2010,2,CHA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jacksst01,2010,1,PIT,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jacobmi02,2010,1,NYN,NL,7,24,1,5,1,0,1,2,0,0,3,7,0,0,1,0,0 +jakubch01,2010,1,PIT,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jamesju01,2010,1,OAK,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +janispa01,2010,1,CIN,NL,82,200,23,52,10,0,5,25,1,3,22,30,2,2,3,1,4 +janseke01,2010,1,LAN,NL,26,1,1,1,0,0,0,0,0,0,1,0,0,0,0,0,0 +janssca01,2010,1,TOR,AL,56,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +jaramja01,2010,1,PIT,NL,33,87,2,13,2,0,1,6,0,0,8,14,1,1,0,1,7 +jasojo01,2010,1,TBA,AL,109,339,57,89,18,3,5,44,4,0,59,39,1,2,1,3,8 +jayjo02,2010,1,SLN,NL,105,287,47,86,19,2,4,27,2,4,24,50,0,3,8,1,5 +jeffrje01,2010,1,MIL,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jenksbo01,2010,1,CHA,AL,55,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jennide01,2010,1,TBA,AL,17,21,5,4,1,1,0,2,2,2,2,4,0,1,0,0,0 +jepseke01,2010,1,LAA,AL,68,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jeterde01,2010,1,NYA,AL,157,663,111,179,30,3,10,67,18,5,63,106,4,9,1,3,22 +jimenub01,2010,1,COL,NL,33,77,5,8,0,0,0,4,0,0,2,18,0,0,4,0,0 +joaquwa01,2010,1,SFN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnsch05,2010,1,HOU,NL,94,341,40,105,22,2,11,52,3,0,15,91,2,2,0,4,8 +johnsda06,2010,1,TBA,AL,40,111,15,22,3,0,7,23,1,0,25,27,0,1,0,3,1 +johnsji04,2010,1,BAL,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnsjo09,2010,1,FLO,NL,28,59,0,5,0,0,0,4,0,0,1,24,0,0,6,0,1 +johnske05,2010,1,ARI,NL,154,585,93,166,36,5,26,71,13,7,79,148,1,2,3,2,12 +johnsni01,2010,1,NYA,AL,24,72,12,12,4,0,2,8,0,1,24,23,0,2,0,0,2 +johnsre02,2010,1,LAN,NL,102,202,24,53,11,2,2,15,2,2,5,50,0,4,2,2,3 +johnsro07,2010,1,SEA,AL,61,178,24,34,10,0,2,13,1,1,25,46,2,2,1,3,5 +jonesad01,2010,1,BAL,AL,149,581,76,165,25,5,19,69,7,7,23,119,1,13,2,2,17 +jonesan01,2010,1,CHA,AL,107,278,41,64,12,1,19,48,9,2,45,73,0,3,0,2,15 +jonesch06,2010,1,ATL,NL,95,317,47,84,21,0,10,46,5,0,61,47,6,0,0,3,10 +jonesga02,2010,1,PIT,NL,158,592,64,146,34,1,21,86,7,3,53,123,2,1,0,8,18 +joneshu01,2010,1,FLO,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +joycema01,2010,1,TBA,AL,77,216,30,52,15,3,10,40,2,2,40,55,2,2,0,3,2 +jurrjja01,2010,1,ATL,NL,20,39,2,5,1,0,0,2,0,0,2,14,0,1,4,0,1 +kaaihki01,2010,1,KCA,AL,52,180,22,39,6,1,8,25,0,1,24,39,2,0,1,1,5 +kalisry01,2010,1,BOS,AL,53,163,26,41,11,1,4,24,10,1,12,38,0,1,2,1,5 +kaplega01,2010,1,TBA,AL,59,124,19,26,4,0,2,14,1,1,11,24,0,3,1,1,3 +karstje01,2010,1,PIT,NL,26,33,0,2,0,0,0,0,0,0,1,16,0,0,4,0,0 +kawakke01,2010,1,ATL,NL,18,24,2,3,1,0,0,1,0,0,3,9,0,0,4,0,1 +kazmisc01,2010,1,LAA,AL,28,6,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +kearnau01,2010,1,CLE,AL,84,301,42,82,18,1,8,42,4,1,34,78,2,5,0,2,12 +kearnau01,2010,2,NYA,AL,36,102,13,24,3,0,2,7,0,0,12,38,0,5,0,0,4 +kellesh01,2010,1,SEA,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kellydo01,2010,1,DET,AL,119,238,30,58,4,0,9,27,3,0,8,42,0,2,1,2,1 +kempma01,2010,1,LAN,NL,162,602,82,150,25,6,28,89,19,15,53,170,4,4,0,9,14 +kendaja01,2010,1,KCA,AL,118,434,39,111,18,0,0,37,12,7,37,45,2,6,6,7,12 +kendrho01,2010,1,LAA,AL,158,616,67,172,41,4,10,75,14,4,28,94,2,5,4,5,16 +kendrky01,2010,1,PHI,NL,33,51,2,5,2,0,0,0,0,0,2,16,0,0,6,0,0 +kennead01,2010,1,WAS,NL,135,342,43,85,16,1,3,31,14,2,37,44,1,5,1,4,10 +kenneia01,2010,1,ARI,NL,33,54,7,11,1,0,0,2,0,0,7,24,0,0,5,1,0 +keppije01,2010,1,HOU,NL,137,514,62,148,34,1,6,59,4,1,51,36,1,1,5,4,15 +kershcl01,2010,1,LAN,NL,32,55,4,3,0,0,0,1,0,0,1,17,0,0,18,0,3 +kilbybr01,2010,1,OAK,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kimbrcr01,2010,1,ATL,NL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kinslia01,2010,1,TEX,AL,103,391,73,112,20,1,9,45,15,5,56,57,2,7,2,4,11 +kintzbr01,2010,1,MIL,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kirkmmi01,2010,1,TEX,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kohnmi01,2010,1,LAA,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +konerpa01,2010,1,CHA,AL,149,548,89,171,30,1,39,111,0,1,72,110,7,5,0,6,9 +kotchca01,2010,1,SEA,AL,125,414,37,90,20,1,9,51,0,0,35,57,6,3,0,5,15 +kotsama01,2010,1,CHA,AL,107,327,30,78,17,2,8,31,1,3,32,36,3,0,0,0,9 +kottage01,2010,1,MIL,NL,67,212,24,43,12,1,9,26,2,0,33,44,1,0,1,4,5 +kouzmke01,2010,1,OAK,AL,143,551,59,136,32,1,16,71,2,1,24,96,2,6,0,5,20 +kratzer01,2010,1,PIT,NL,9,34,2,4,0,0,0,1,0,0,2,9,0,0,0,0,0 +kroenza01,2010,1,ARI,NL,3,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +kubelja01,2010,1,MIN,AL,143,518,68,129,23,3,21,92,0,1,56,116,5,3,0,5,16 +kuoho01,2010,1,LAN,NL,56,1,0,0,0,0,0,0,0,0,1,1,0,0,1,0,0 +kurodhi01,2010,1,LAN,NL,31,55,2,2,0,0,0,0,0,0,2,21,0,0,11,0,1 +lackejo01,2010,1,BOS,AL,34,5,1,2,1,0,0,0,0,0,0,1,0,0,1,0,0 +laffeaa01,2010,1,CLE,AL,29,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lairdge01,2010,1,DET,AL,89,270,22,56,11,0,5,25,3,1,18,57,0,3,6,2,7 +lambmi01,2010,1,FLO,NL,39,38,2,7,1,1,0,4,0,0,2,6,0,0,0,0,0 +langery01,2010,1,SEA,AL,60,107,16,21,2,1,3,4,4,1,24,51,1,0,1,0,0 +lannajo01,2010,1,WAS,NL,25,44,1,4,2,0,0,4,0,0,4,22,0,0,2,0,1 +laporma01,2010,1,CLE,AL,110,376,41,83,15,1,12,41,0,0,46,82,1,1,0,2,12 +larisje01,2010,1,DET,AL,3,10,0,2,0,0,0,1,0,0,0,4,0,0,0,0,1 +larisje01,2010,2,OAK,AL,24,57,5,10,3,0,2,8,1,0,7,20,0,1,0,0,1 +larocad01,2010,1,ARI,NL,151,560,75,146,37,2,25,100,0,1,48,172,4,3,0,4,8 +larocan01,2010,1,PIT,NL,102,247,26,51,8,0,4,16,1,1,19,43,0,2,2,1,7 +larueja01,2010,1,SLN,NL,29,56,3,11,1,0,2,5,0,0,5,7,0,1,1,0,3 +latosma01,2010,1,SDN,NL,31,54,3,6,2,0,1,3,0,0,0,29,0,0,9,0,1 +leagubr01,2010,1,SEA,AL,70,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leakemi01,2010,1,CIN,NL,28,48,5,16,1,0,0,3,0,0,5,15,0,1,6,0,0 +leblawa01,2010,1,SDN,NL,27,44,2,13,0,0,0,1,0,0,1,12,0,0,4,0,0 +lecursa01,2010,1,CIN,NL,15,11,2,1,1,0,0,0,0,0,0,2,0,0,1,0,0 +ledezwi01,2010,1,PIT,NL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leeca01,2010,1,HOU,NL,157,605,67,149,29,1,24,89,3,3,37,59,1,3,0,4,20 +leecl02,2010,1,SEA,AL,13,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +leecl02,2010,2,TEX,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leede02,2010,1,CHN,NL,109,418,63,105,21,0,16,56,1,3,52,101,1,2,0,3,16 +leede02,2010,2,ATL,NL,39,129,17,37,14,0,3,24,0,0,21,33,0,0,0,1,7 +lerewan01,2010,1,KCA,AL,6,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +lerouch01,2010,1,FLO,NL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lerouch01,2010,2,PIT,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lestejo01,2010,1,BOS,AL,32,3,0,0,0,0,0,1,0,0,1,2,0,0,1,1,0 +lewisco01,2010,1,TEX,AL,32,7,1,2,0,0,0,2,0,0,0,2,0,0,1,0,0 +lewisfr02,2010,1,TOR,AL,110,428,70,112,31,5,8,36,17,6,38,104,1,9,1,4,9 +lewisje01,2010,1,CLE,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lewisro01,2010,1,TOR,AL,14,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +lidgebr01,2010,1,PHI,NL,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lillibr01,2010,1,CHA,AL,64,98,19,22,5,2,2,16,5,3,3,36,0,0,0,0,2 +lillyte01,2010,1,CHN,NL,18,31,1,1,0,0,0,1,0,0,2,17,0,1,2,0,0 +lillyte01,2010,2,LAN,NL,12,23,0,1,0,0,0,0,0,0,1,9,0,0,2,0,1 +linceti01,2010,1,SFN,NL,33,67,2,7,0,0,0,5,0,0,3,29,0,0,13,0,1 +lincobr01,2010,1,PIT,NL,11,15,0,6,0,0,0,3,0,0,0,3,0,0,3,0,0 +lincomi01,2010,1,CIN,NL,19,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lindad01,2010,1,TOR,AL,150,569,57,135,32,3,23,72,0,0,38,144,3,3,0,3,10 +lindsjo01,2010,1,LAN,NL,11,12,0,1,0,0,0,0,0,0,0,3,0,1,0,0,1 +lindsma01,2010,1,HOU,NL,58,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +linebsc01,2010,1,CHA,AL,52,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +linkjo01,2010,1,LAN,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +liriafr01,2010,1,MIN,AL,31,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +litscje01,2010,1,TOR,AL,9,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +loeka01,2010,1,MIL,NL,53,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +loganbo02,2010,1,NYA,AL,51,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lohseky01,2010,1,SLN,NL,21,35,2,6,2,0,0,3,0,0,0,8,0,0,2,0,0 +loneyja01,2010,1,LAN,NL,161,588,67,157,41,2,10,88,10,5,52,95,9,4,0,4,14 +longoev01,2010,1,TBA,AL,151,574,96,169,46,5,22,104,15,5,72,124,12,5,0,10,15 +lopezfe01,2010,1,SLN,NL,109,376,50,87,18,1,7,36,8,2,43,77,1,1,3,2,7 +lopezfe01,2010,2,BOS,AL,4,15,2,4,0,0,1,1,0,0,1,4,0,0,0,0,0 +lopezja02,2010,1,PIT,NL,50,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lopezja02,2010,2,SFN,NL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lopezjo01,2010,1,SEA,AL,150,593,49,142,29,0,10,58,3,2,23,66,1,3,0,3,20 +lopezro01,2010,1,ARI,NL,33,64,2,5,0,0,0,1,0,0,1,35,0,1,5,1,2 +lopezwi01,2010,1,HOU,NL,68,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lowede01,2010,1,ATL,NL,34,53,6,8,4,0,0,3,0,0,5,14,0,0,11,0,1 +lowelmi01,2010,1,BOS,AL,73,218,23,52,13,0,5,26,0,0,23,34,1,0,0,3,9 +lowema01,2010,1,SEA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lowema01,2010,2,TEX,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lowrije01,2010,1,BOS,AL,55,171,31,49,14,0,9,24,1,1,25,25,0,1,0,0,2 +lucrojo01,2010,1,MIL,NL,75,277,24,70,9,0,4,26,4,2,18,44,1,1,0,1,9 +lucydo01,2010,1,CHA,AL,7,15,2,5,3,0,1,2,1,0,2,3,0,1,0,0,0 +ludwiry01,2010,1,SLN,NL,77,281,44,79,20,2,11,43,0,3,24,64,0,4,0,3,4 +ludwiry01,2010,2,SDN,NL,59,209,19,44,7,0,6,26,0,1,24,57,0,4,0,2,9 +luebkco01,2010,1,SDN,NL,4,5,0,0,0,0,0,0,0,0,0,5,0,0,0,0,0 +lugoju01,2010,1,BAL,AL,93,241,26,60,4,2,0,20,5,7,15,50,0,2,6,0,6 +lunahe01,2010,1,FLO,NL,27,29,2,4,1,0,2,4,0,1,0,13,0,0,0,1,0 +lyonbr01,2010,1,HOU,NL,79,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +macdomi01,2010,1,SLN,NL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +maclaev01,2010,1,SLN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +madsory01,2010,1,PHI,NL,55,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +mahayro01,2010,1,MIN,AL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +maholpa01,2010,1,PIT,NL,32,56,1,5,0,0,0,0,0,0,2,31,0,0,7,0,0 +maiermi01,2010,1,KCA,AL,117,373,41,98,15,6,5,39,3,2,41,68,2,0,4,3,3 +mainejo01,2010,1,NYN,NL,10,10,0,0,0,0,0,0,0,0,0,6,0,0,4,0,0 +mainesc01,2010,1,CHN,NL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +majewga01,2010,1,HOU,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +maldoca03,2010,1,WAS,NL,4,11,1,3,0,0,1,3,0,0,1,2,0,0,0,0,0 +malonma02,2010,1,CIN,NL,7,3,0,1,0,0,0,0,0,0,0,1,0,0,2,0,0 +mangima01,2010,1,SEA,AL,11,38,2,8,0,0,0,1,0,0,2,13,0,0,1,0,1 +manshje01,2010,1,MIN,AL,13,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +manuero01,2010,1,BOS,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +manzeto01,2010,1,HOU,NL,83,258,17,58,7,0,1,21,0,1,13,71,1,3,5,3,6 +marcush01,2010,1,TOR,AL,31,4,1,1,1,0,0,1,0,0,1,2,0,0,1,0,0 +marinjh01,2010,1,FLO,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +markani01,2010,1,BAL,AL,160,629,79,187,45,3,12,60,7,2,73,93,9,2,0,5,18 +marmoca01,2010,1,CHN,NL,77,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +marquja01,2010,1,WAS,NL,17,22,1,3,1,0,0,2,0,0,0,2,0,0,2,0,0 +marquje01,2010,1,CHA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +marshse01,2010,1,CHN,NL,80,4,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +marsolo01,2010,1,CLE,AL,87,262,29,51,15,0,3,22,8,1,26,55,0,3,2,1,7 +martean01,2010,1,CLE,AL,81,170,18,39,7,2,5,19,0,3,17,35,0,0,0,1,2 +marteda01,2010,1,NYA,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +martevi01,2010,1,KCA,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +marticr01,2010,1,ATL,NL,18,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +martife02,2010,1,NYN,NL,7,18,1,3,0,0,0,2,0,1,1,5,0,2,0,1,0 +martijd01,2010,1,WAS,NL,10,12,0,2,1,0,0,0,0,0,0,4,0,0,2,0,1 +martijo07,2010,1,SFN,NL,4,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +martijo07,2010,2,PIT,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +martios01,2010,1,FLO,NL,14,43,8,14,4,1,0,2,1,0,4,6,0,0,1,0,0 +martiru01,2010,1,LAN,NL,97,331,45,82,13,0,5,26,6,2,48,61,7,4,1,3,7 +martivi01,2010,1,BOS,AL,127,493,64,149,32,1,20,79,1,0,40,52,5,0,0,5,17 +masseni01,2010,1,CIN,NL,82,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +masteju01,2010,1,CLE,AL,34,4,0,1,0,0,0,0,0,0,0,1,0,0,1,0,0 +matafr01,2010,1,BAL,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mateoma01,2010,1,CHN,NL,21,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +mathejo02,2010,1,SLN,NL,36,60,7,13,4,0,0,3,1,1,2,11,0,0,2,0,2 +mathido01,2010,1,TEX,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mathije01,2010,1,LAA,AL,68,205,19,40,6,1,3,18,3,0,6,59,0,1,3,3,3 +mathisc01,2010,1,PHI,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +matsuda01,2010,1,BOS,AL,25,4,0,2,0,0,0,1,0,0,0,0,0,0,1,0,0 +matsuhi01,2010,1,LAA,AL,145,482,55,132,24,1,21,84,0,1,67,98,6,1,0,4,10 +matsuka01,2010,1,HOU,NL,27,71,4,10,1,0,0,1,1,1,4,10,0,1,2,0,0 +matthga02,2010,1,NYN,NL,36,58,9,11,3,0,0,1,1,0,6,24,1,0,1,0,1 +matusbr01,2010,1,BAL,AL,32,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mauerjo01,2010,1,MIN,AL,137,510,88,167,43,1,9,75,1,4,65,53,14,3,0,6,19 +maxweju01,2010,1,WAS,NL,67,104,16,15,6,0,3,12,5,1,25,43,2,0,0,2,3 +mayayu01,2010,1,WAS,NL,5,7,0,1,0,0,0,0,0,0,0,4,0,0,2,0,0 +maybejo02,2010,1,PHI,NL,11,12,4,4,0,0,2,6,0,1,1,4,0,0,0,0,0 +maybica01,2010,1,FLO,NL,82,291,46,68,7,3,8,28,9,2,24,92,1,5,1,1,4 +maylu01,2010,1,KCA,AL,12,37,3,7,1,0,0,6,0,1,0,10,0,1,0,1,1 +mazzavi01,2010,1,OAK,AL,24,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +mcanupa01,2010,1,LAA,AL,9,22,2,3,0,0,1,2,0,0,2,11,0,0,0,0,0 +mccanbr01,2010,1,ATL,NL,143,479,63,129,25,0,21,77,5,2,74,98,10,9,0,4,12 +mccleky01,2010,1,SLN,NL,68,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcclemi01,2010,1,MIL,NL,17,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +mccoymi01,2010,1,TOR,AL,46,82,9,16,4,0,0,3,5,1,8,20,0,0,0,0,0 +mccutan01,2010,1,PIT,NL,154,570,94,163,35,5,16,56,33,10,70,89,1,5,1,7,6 +mccutda01,2010,1,PIT,NL,28,14,1,1,0,0,0,0,1,0,0,5,0,1,2,0,0 +mcdonda02,2010,1,BOS,AL,117,319,40,86,18,3,9,34,9,1,30,85,1,2,12,0,5 +mcdonja03,2010,1,LAN,NL,4,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +mcdonja03,2010,2,PIT,NL,11,20,2,1,1,0,0,0,0,0,1,11,0,0,1,0,0 +mcdonjo03,2010,1,TOR,AL,63,152,27,38,9,2,6,23,2,1,6,26,0,0,2,3,5 +mcgeeja01,2010,1,TBA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcgehca01,2010,1,MIL,NL,157,610,70,174,38,1,23,104,1,1,50,102,5,2,0,8,18 +mckenmi01,2010,1,COL,NL,6,8,0,0,0,0,0,0,0,0,1,5,0,0,0,0,0 +mclouna01,2010,1,ATL,NL,85,242,30,46,12,1,6,24,7,2,33,57,2,5,6,2,3 +mechegi01,2010,1,KCA,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +meddebr01,2010,1,SFN,NL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +medlekr01,2010,1,ATL,NL,32,27,2,5,1,0,0,2,0,0,3,14,0,1,2,0,0 +meekev01,2010,1,PIT,NL,70,1,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0 +mejiaje01,2010,1,NYN,NL,33,3,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +melanma01,2010,1,NYA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +melanma01,2010,2,HOU,NL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +menchke01,2010,1,WAS,NL,27,27,2,3,0,0,0,1,0,0,2,6,0,0,0,0,0 +mendead01,2010,1,FLO,NL,5,7,0,2,0,0,0,0,0,0,0,1,0,0,3,0,0 +mendolu01,2010,1,KCA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +meredcl01,2010,1,BAL,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +meyerda02,2010,1,FLO,NL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +michaja01,2010,1,HOU,NL,106,186,23,47,14,1,8,26,0,0,12,29,1,4,0,1,3 +mickoka01,2010,1,BAL,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mijarjo01,2010,1,MIN,AL,47,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +milesaa01,2010,1,SLN,NL,79,139,14,39,5,0,0,9,0,1,6,14,1,1,3,2,1 +millean01,2010,1,FLO,NL,9,9,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +milleco01,2010,1,CIN,NL,32,74,5,18,5,0,2,9,0,0,2,16,0,2,1,0,2 +milleja04,2010,1,KCA,AL,20,55,5,13,3,0,1,4,1,0,4,23,0,1,0,0,0 +milleju01,2010,1,LAN,NL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +millela02,2010,1,PIT,NL,113,379,38,105,21,3,4,34,5,3,28,62,3,3,2,0,7 +milletr02,2010,1,SLN,NL,57,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +millsbr02,2010,1,TOR,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +millwke01,2010,1,BAL,AL,31,5,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +minormi01,2010,1,ATL,NL,9,10,0,0,0,0,0,0,0,0,1,7,0,0,0,0,1 +miranju01,2010,1,NYA,AL,33,64,7,14,2,1,3,10,0,0,7,12,0,0,0,0,1 +mischpa01,2010,1,NYN,NL,12,8,0,1,0,0,0,0,0,0,0,4,0,0,1,0,0 +mitchru01,2010,1,LAN,NL,15,42,3,6,0,0,2,4,0,0,0,8,0,0,0,1,1 +mitrese01,2010,1,NYA,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mockga01,2010,1,WAS,NL,1,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +moehlbr01,2010,1,HOU,NL,20,10,0,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +moellch01,2010,1,NYA,AL,9,14,2,3,3,0,0,0,0,0,1,4,0,0,0,0,0 +molinbe01,2010,1,SFN,NL,61,202,17,52,6,0,3,17,0,0,14,19,4,3,0,2,7 +molinbe01,2010,2,TEX,AL,57,175,10,42,6,1,2,19,0,0,10,15,0,1,5,4,7 +molingu01,2010,1,BOS,AL,4,7,1,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +molinjo01,2010,1,TOR,AL,57,167,13,41,4,0,6,12,1,0,9,36,1,5,2,0,7 +molinya01,2010,1,SLN,NL,136,465,34,122,19,0,6,62,8,4,42,51,6,7,2,5,19 +monasca01,2010,1,LAN,NL,32,14,1,1,0,0,0,0,0,0,0,7,0,0,4,0,0 +montalu01,2010,1,BAL,AL,26,57,2,8,0,0,0,3,1,0,1,9,0,0,0,0,3 +montemi01,2010,1,ARI,NL,85,297,36,79,20,2,9,43,0,1,29,71,3,2,0,3,10 +mooread01,2010,1,SEA,AL,60,205,12,40,6,0,4,15,0,1,8,63,1,2,1,2,3 +mooresc02,2010,1,BAL,AL,41,86,8,18,2,0,3,10,3,0,8,19,1,0,1,1,0 +moralfr01,2010,1,COL,NL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +moraljo02,2010,1,MIN,AL,19,36,4,7,2,0,0,7,0,0,6,14,0,0,0,2,2 +moralke01,2010,1,LAA,AL,51,193,29,56,5,0,11,39,0,1,12,31,3,5,0,1,5 +morame01,2010,1,COL,NL,113,316,39,90,12,5,7,45,2,1,31,53,2,5,2,0,9 +morelbr01,2010,1,CHA,AL,21,65,9,15,3,0,3,7,2,0,4,17,0,0,0,1,2 +morelmi01,2010,1,TEX,AL,47,145,20,37,4,0,9,25,3,1,25,36,5,1,0,2,3 +morgany01,2010,1,WAS,NL,136,509,60,129,17,7,0,24,34,17,40,88,1,10,15,3,2 +morneju01,2010,1,MIN,AL,81,296,53,102,25,1,18,56,0,0,50,62,7,0,0,2,6 +morrilo01,2010,1,FLO,NL,62,244,43,69,20,7,2,18,0,1,41,51,0,2,0,0,4 +morrobr01,2010,1,TOR,AL,26,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +morsemi01,2010,1,WAS,NL,98,266,36,77,12,2,15,41,0,1,22,64,1,4,0,1,6 +mortecl01,2010,1,OAK,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mortoch02,2010,1,PIT,NL,17,26,0,1,0,0,0,0,0,0,0,18,0,0,2,0,1 +moscogu01,2010,1,TEX,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +moseldu01,2010,1,NYA,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mossbr01,2010,1,PIT,NL,17,26,2,4,1,0,0,2,0,0,1,6,0,0,0,0,1 +motagu01,2010,1,SFN,NL,56,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +motteja01,2010,1,SLN,NL,56,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +moyerja01,2010,1,PHI,NL,19,26,1,2,0,0,0,1,0,0,3,13,0,0,6,0,0 +moylape01,2010,1,ATL,NL,85,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mujiced01,2010,1,SDN,NL,59,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mulveke01,2010,1,ARI,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +murphda07,2010,1,TEX,AL,138,419,54,122,26,2,12,65,14,2,45,71,2,0,0,3,6 +murphdo01,2010,1,FLO,NL,29,44,9,14,6,1,3,16,0,0,2,19,0,0,1,0,0 +myersbr01,2010,1,HOU,NL,33,62,2,11,1,0,0,2,0,0,2,25,0,0,11,1,0 +nadyxa01,2010,1,CHN,NL,119,317,33,81,13,0,6,33,0,0,17,85,0,8,1,4,12 +napolmi01,2010,1,LAA,AL,140,453,60,108,24,1,26,68,4,2,42,137,2,11,0,4,15 +narvech01,2010,1,MIL,NL,37,49,3,16,1,0,0,7,0,0,2,15,0,1,7,0,0 +navada01,2010,1,BOS,AL,60,161,23,39,14,1,1,26,1,1,19,46,1,8,0,0,5 +navardi01,2010,1,TBA,AL,48,124,11,24,5,0,1,7,0,1,12,20,0,1,5,0,3 +navaros01,2010,1,HOU,NL,14,20,2,1,0,0,0,0,0,0,5,4,0,0,0,0,0 +navarya01,2010,1,BOS,AL,20,42,4,6,0,0,0,5,0,0,2,17,1,0,0,2,0 +nelsoch01,2010,1,COL,NL,17,25,7,7,1,0,0,0,1,0,1,4,0,0,1,0,1 +nelsojo01,2010,1,BOS,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +neshepa01,2010,1,MIN,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nickemi01,2010,1,NYN,NL,5,10,0,2,0,0,0,0,0,0,0,5,0,0,0,0,1 +niemaje01,2010,1,TBA,AL,30,5,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +niesejo01,2010,1,NYN,NL,31,53,3,10,2,0,0,4,0,0,8,27,0,0,5,0,0 +nievefe01,2010,1,NYN,NL,40,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nievewi01,2010,1,WAS,NL,59,158,10,32,8,0,3,16,0,0,8,29,2,1,4,1,6 +nifu01,2010,1,DET,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nippedu01,2010,1,TEX,AL,38,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nixja01,2010,1,CHA,AL,24,49,3,8,1,0,1,5,0,0,7,12,2,0,1,0,1 +nixja01,2010,2,CLE,AL,78,282,29,66,14,0,13,29,1,2,13,75,0,7,2,2,5 +nixla01,2010,1,CIN,NL,97,165,16,48,11,2,4,18,0,1,15,39,4,0,2,0,5 +nolasri01,2010,1,FLO,NL,26,47,3,8,3,0,0,3,0,0,2,16,0,0,6,0,1 +norbejo01,2010,1,ARI,NL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +norribu01,2010,1,HOU,NL,27,44,2,7,2,0,0,2,0,0,2,13,0,0,10,0,1 +novaiv01,2010,1,NYA,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nunezed02,2010,1,NYA,AL,30,50,12,14,1,0,1,7,5,0,3,2,0,0,0,0,4 +nunezle01,2010,1,FLO,NL,68,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +odayda01,2010,1,TEX,AL,72,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +oeltjtr01,2010,1,LAN,NL,14,23,5,5,1,1,0,1,0,0,4,8,0,1,2,0,1 +oflaher01,2010,1,ATL,NL,56,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ogandal01,2010,1,TEX,AL,44,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +ohlenro01,2010,1,PIT,NL,21,26,0,2,0,0,0,0,0,0,2,16,0,0,2,0,0 +ohmanwi01,2010,1,BAL,AL,51,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ohmanwi01,2010,2,FLO,NL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ojedaau01,2010,1,ARI,NL,59,79,6,15,3,0,0,5,0,1,8,8,0,0,3,2,3 +okajihi01,2010,1,BOS,AL,56,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +olivean01,2010,1,DET,AL,5,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +oliveda02,2010,1,TEX,AL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +olivomi01,2010,1,COL,NL,112,394,55,106,17,6,14,58,7,4,27,117,5,1,2,3,6 +olsensc01,2010,1,WAS,NL,17,24,0,2,0,0,0,0,0,0,0,12,0,0,4,0,0 +olsonga01,2010,1,SEA,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ondrulo01,2010,1,CIN,NL,60,4,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +ordonma01,2010,1,DET,AL,84,323,56,98,17,1,12,59,1,0,40,38,0,0,0,2,14 +ortizda01,2010,1,BOS,AL,145,518,86,140,36,1,32,102,0,1,82,145,14,2,0,4,12 +ortizra01,2010,1,LAN,NL,16,5,0,0,0,0,0,0,0,0,0,2,0,0,0,0,1 +ortizru01,2010,1,LAN,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +osullse01,2010,1,LAA,AL,5,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +osullse01,2010,2,KCA,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +oswalro01,2010,1,HOU,NL,20,28,1,4,0,0,0,0,0,0,1,11,0,0,7,0,1 +oswalro01,2010,2,PHI,NL,15,29,1,4,0,0,0,1,0,0,1,4,0,0,4,0,0 +ottavad01,2010,1,SLN,NL,6,6,0,0,0,0,0,0,0,0,1,5,0,0,0,0,0 +overbly01,2010,1,TOR,AL,154,534,75,130,37,2,20,67,1,0,67,131,7,3,0,3,9 +owingmi01,2010,1,CIN,NL,27,14,2,3,0,0,1,3,0,0,0,6,0,0,0,0,0 +padilvi01,2010,1,LAN,NL,16,26,5,4,1,0,0,2,0,0,2,12,0,1,6,0,0 +paganan01,2010,1,NYN,NL,151,579,80,168,31,7,11,69,37,9,44,97,5,1,6,3,9 +pagnoma01,2010,1,SLN,NL,15,39,4,14,2,0,1,10,0,0,2,8,0,1,2,0,1 +palmema01,2010,1,LAA,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +papeljo01,2010,1,BOS,AL,65,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +parkch01,2010,1,NYA,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +parkch01,2010,2,PIT,NL,26,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +parnebo01,2010,1,NYN,NL,41,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +parrage01,2010,1,ARI,NL,133,364,31,95,19,6,3,30,1,0,23,76,10,2,3,1,8 +parrama01,2010,1,MIL,NL,42,34,2,6,2,0,0,1,0,0,3,14,0,1,0,0,0 +parrijo01,2010,1,KCA,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +patteco01,2010,1,BAL,AL,90,308,43,83,16,1,8,32,21,4,20,75,2,1,10,1,3 +patteer01,2010,1,OAK,AL,45,103,13,21,5,2,4,9,6,0,7,31,0,0,1,0,1 +patteer01,2010,2,BOS,AL,45,84,13,19,3,3,2,7,5,1,7,31,0,1,1,0,1 +pattotr01,2010,1,BAL,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pauleda01,2010,1,SEA,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +paulife01,2010,1,HOU,NL,19,24,1,7,1,0,0,0,0,0,1,8,0,1,3,0,1 +pauliro01,2010,1,FLO,NL,91,316,31,82,18,0,4,37,1,0,25,51,4,0,0,3,11 +paulxa01,2010,1,LAN,NL,44,121,16,28,8,1,0,11,3,1,8,24,0,0,3,1,3 +pavanca01,2010,1,MIN,AL,32,6,0,3,0,0,0,0,0,0,0,2,0,0,2,0,0 +paytoja01,2010,1,COL,NL,20,35,3,12,4,1,0,1,1,0,1,4,0,0,0,0,2 +pearcst01,2010,1,PIT,NL,15,29,4,8,2,1,0,5,0,0,7,6,0,0,0,2,0 +peavyja01,2010,1,CHA,AL,17,7,0,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +pedrodu01,2010,1,BOS,AL,75,302,53,87,24,1,12,41,9,1,37,38,1,4,2,6,7 +pelfrmi01,2010,1,NYN,NL,34,62,2,7,0,0,0,3,0,0,2,13,0,0,6,0,2 +penabr01,2010,1,KCA,AL,60,158,11,40,10,0,1,19,2,0,12,27,0,1,1,2,8 +penaca01,2010,1,TBA,AL,144,484,64,95,18,0,28,84,5,1,87,158,4,7,0,4,2 +penara02,2010,1,NYA,AL,85,154,18,35,1,1,0,18,7,1,6,27,0,1,4,2,4 +penato03,2010,1,CHA,AL,52,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pencehu01,2010,1,HOU,NL,156,614,93,173,29,3,25,91,18,9,41,105,2,0,0,3,11 +pennha01,2010,1,PIT,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pennicl01,2010,1,OAK,AL,156,508,64,127,26,8,6,46,29,5,50,96,0,3,12,3,7 +pennybr01,2010,1,SLN,NL,9,19,1,3,0,0,1,4,0,0,0,6,0,0,1,0,1 +peraljh01,2010,1,CLE,AL,91,334,37,82,23,2,7,43,1,0,32,69,1,1,0,6,7 +peraljh01,2010,2,DET,AL,57,217,23,55,7,0,8,38,0,0,21,34,1,0,0,4,4 +peraljo01,2010,1,WAS,NL,39,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +perdolu01,2010,1,SDN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +perezch01,2010,1,CLE,AL,63,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +perezol01,2010,1,NYN,NL,17,9,0,1,0,0,0,1,0,0,1,4,0,0,1,0,0 +perezra01,2010,1,CLE,AL,70,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +perkigl01,2010,1,MIN,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +perryry01,2010,1,DET,AL,60,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pestavi01,2010,1,CLE,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +peterbr01,2010,1,FLO,NL,23,24,1,2,0,0,0,2,0,0,1,6,0,0,0,0,0 +pettian01,2010,1,NYA,AL,21,4,0,1,0,0,0,0,0,0,0,3,0,0,1,0,0 +phillbr01,2010,1,CIN,NL,155,626,100,172,33,5,18,59,16,12,46,83,1,8,6,1,14 +phillpa01,2010,1,COL,NL,12,23,4,5,0,0,0,1,0,0,2,7,0,0,0,0,0 +piefe01,2010,1,BAL,AL,82,288,39,79,15,5,5,31,5,2,13,52,0,1,3,3,10 +pierrju01,2010,1,CHA,AL,160,651,96,179,18,3,1,47,68,18,45,47,0,21,15,2,8 +pierzaj01,2010,1,CHA,AL,128,474,43,128,29,0,9,56,3,4,15,39,2,6,6,2,17 +pineijo01,2010,1,LAA,AL,23,3,3,0,0,0,0,0,0,0,2,2,0,0,0,0,0 +pintore01,2010,1,FLO,NL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +plouftr01,2010,1,MIN,AL,22,41,7,6,1,0,2,6,0,0,0,14,0,0,2,1,0 +podsesc01,2010,1,KCA,AL,95,390,46,121,8,6,5,44,30,12,29,57,1,0,10,6,5 +podsesc01,2010,2,LAN,NL,39,149,17,39,6,1,1,7,5,3,11,26,0,0,0,0,5 +polanpl01,2010,1,PHI,NL,132,554,76,165,27,2,6,52,5,0,32,47,1,7,1,8,14 +porceri01,2010,1,DET,AL,27,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +posadjo01,2010,1,NYA,AL,120,383,49,95,23,1,18,57,3,1,59,99,3,7,0,2,6 +poseybu01,2010,1,SFN,NL,108,406,58,124,23,2,18,67,0,2,30,55,5,4,0,3,12 +powella01,2010,1,OAK,AL,41,112,13,24,4,0,2,11,1,0,15,29,0,0,1,1,2 +pradoma01,2010,1,ATL,NL,140,599,100,184,40,3,15,66,5,3,40,86,2,3,3,6,13 +preslal01,2010,1,PIT,NL,19,23,2,6,1,0,0,0,1,1,1,8,0,0,1,0,0 +priceda01,2010,1,TBA,AL,32,7,0,1,0,0,0,0,0,0,0,5,0,0,0,0,0 +proctsc01,2010,1,ATL,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pujolal01,2010,1,SLN,NL,159,587,115,183,39,1,42,118,14,4,103,76,38,4,0,6,23 +puntoni01,2010,1,MIN,AL,88,252,24,60,11,1,1,20,6,2,28,50,2,1,4,3,3 +purceda01,2010,1,TOR,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +putzjj01,2010,1,CHA,AL,60,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +quallch01,2010,1,ARI,NL,43,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +quallch01,2010,2,TBA,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +quentca01,2010,1,CHA,AL,131,453,73,110,25,2,26,87,2,2,50,83,3,20,0,4,16 +quinlro01,2010,1,LAA,AL,23,33,4,4,2,0,0,2,2,0,2,6,0,0,1,0,0 +quinthu01,2010,1,HOU,NL,88,265,13,62,10,0,4,20,0,0,8,59,2,2,1,0,5 +quirogu01,2010,1,SEA,AL,2,7,1,2,1,0,0,0,0,0,0,1,0,0,0,0,0 +raburry01,2010,1,DET,AL,113,371,54,104,25,1,15,62,2,2,27,92,0,8,1,3,8 +ramiral03,2010,1,CHA,AL,156,585,83,165,29,2,18,70,13,8,27,82,2,2,7,5,12 +ramirar01,2010,1,CHN,NL,124,465,61,112,21,1,25,83,0,0,34,90,3,3,0,5,10 +ramired01,2010,1,OAK,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ramirha01,2010,1,FLO,NL,142,543,92,163,28,2,21,76,32,10,64,93,12,7,0,5,14 +ramirma02,2010,1,LAN,NL,66,196,32,61,15,0,8,40,1,1,32,38,4,1,0,3,4 +ramirma02,2010,2,CHA,AL,24,69,6,18,1,0,1,2,0,0,14,23,0,5,0,0,2 +ramirma03,2010,1,TEX,AL,28,69,8,15,3,0,2,8,0,0,12,22,0,2,0,2,3 +ramirra02,2010,1,BOS,AL,44,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ramirra02,2010,2,SFN,NL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ramosce01,2010,1,SDN,NL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ramoswi01,2010,1,MIN,AL,7,27,2,8,3,0,0,1,0,0,0,3,0,1,0,0,1 +ramoswi01,2010,2,WAS,NL,15,52,3,14,4,0,1,4,0,0,2,9,0,0,0,0,1 +ransoco01,2010,1,PHI,NL,22,42,6,8,0,0,2,5,1,0,3,11,0,0,1,0,0 +rapadcl01,2010,1,TEX,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rasmuco01,2010,1,SLN,NL,144,464,85,128,28,3,23,66,12,8,63,148,9,1,2,4,5 +rauchjo01,2010,1,MIN,AL,59,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +raych01,2010,1,TEX,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +raych01,2010,2,SFN,NL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +raynojo01,2010,1,PIT,NL,11,10,1,2,0,0,0,0,0,0,1,3,0,0,0,0,0 +rayro01,2010,1,TOR,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reddijo01,2010,1,BOS,AL,29,62,5,12,3,1,1,5,1,0,1,15,0,0,0,0,1 +redmomi01,2010,1,CLE,AL,22,63,7,13,4,0,0,5,0,0,2,10,0,1,2,0,2 +reedje03,2010,1,TOR,AL,14,21,1,3,0,0,1,3,1,0,2,8,0,0,0,0,0 +reimono01,2010,1,BAL,AL,39,116,9,24,5,0,3,14,0,0,12,26,0,1,0,2,6 +renteed01,2010,1,SFN,NL,72,243,26,67,11,2,3,22,3,0,21,43,3,0,2,1,8 +repkoja01,2010,1,MIN,AL,58,127,19,29,6,0,3,9,3,2,13,38,0,5,1,0,2 +resopch01,2010,1,ATL,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +resopch01,2010,2,PIT,NL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reverbe01,2010,1,MIN,AL,13,28,1,5,0,0,0,2,0,1,2,5,0,0,0,0,1 +reyesde01,2010,1,SLN,NL,59,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reyesjo01,2010,1,NYN,NL,133,563,83,159,29,10,11,54,30,10,31,63,4,2,4,3,8 +reyesjo03,2010,1,ATL,NL,1,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +reynoma01,2010,1,ARI,NL,145,499,79,99,17,2,32,85,7,4,83,211,7,9,0,5,8 +reynoma02,2010,1,COL,NL,21,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +rhodear01,2010,1,CIN,NL,70,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rhymewi01,2010,1,DET,AL,54,191,30,58,12,3,1,19,0,3,14,16,0,0,7,1,1 +richacl01,2010,1,SDN,NL,33,61,5,9,2,0,0,5,0,0,1,21,0,1,8,1,0 +richadu02,2010,1,BOS,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rincoju01,2010,1,COL,NL,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ringro01,2010,1,NYA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +riosal01,2010,1,CHA,AL,147,567,89,161,29,3,21,88,34,14,38,93,4,7,0,5,21 +riskeda01,2010,1,MIL,NL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +riverju01,2010,1,LAA,AL,124,416,53,105,20,0,15,52,2,2,33,58,4,4,0,2,10 +riverma01,2010,1,NYA,AL,61,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rivermi02,2010,1,FLO,NL,7,14,0,0,0,0,0,0,0,0,2,3,0,1,0,0,0 +riversa01,2010,1,ARI,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +roberbr01,2010,1,BAL,AL,59,230,28,64,14,0,4,15,12,2,26,40,1,2,1,2,2 +roberda08,2010,1,NYA,AL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +roberna01,2010,1,FLO,NL,19,26,2,5,1,0,0,1,0,0,2,6,0,0,7,0,2 +roberna01,2010,2,PHI,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +roberry01,2010,1,ARI,NL,36,66,8,13,4,0,2,9,0,0,3,17,1,0,1,1,0 +rodnefe01,2010,1,LAA,AL,72,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodrial01,2010,1,NYA,AL,137,522,74,141,29,2,30,125,4,3,59,98,1,3,0,11,7 +rodrifr03,2010,1,NYN,NL,53,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodrifr04,2010,1,LAA,AL,43,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodrihe03,2010,1,OAK,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodriiv01,2010,1,WAS,NL,111,398,32,106,18,1,4,49,2,3,16,66,2,1,2,4,25 +rodrira01,2010,1,LAA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodrira01,2010,2,ARI,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodrise01,2010,1,TBA,AL,118,343,53,86,19,2,9,40,13,3,21,97,1,8,5,1,10 +rodriwa01,2010,1,HOU,NL,34,63,4,12,2,0,0,4,0,0,1,23,0,0,9,1,0 +roenijo01,2010,1,TOR,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rogeres01,2010,1,COL,NL,33,18,2,3,2,0,0,1,0,0,0,7,0,0,3,0,0 +rogerma01,2010,1,MIL,NL,4,2,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +rohliry01,2010,1,SFN,NL,12,15,1,3,0,0,0,1,0,0,2,5,0,0,1,0,1 +rolensc01,2010,1,CIN,NL,133,471,66,134,34,3,20,83,1,2,50,82,3,8,0,8,12 +rolliji01,2010,1,PHI,NL,88,350,48,85,16,3,8,41,17,1,40,32,2,1,0,3,4 +romerjc01,2010,1,PHI,NL,60,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +romerni01,2010,1,BOS,AL,2,4,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +romerri01,2010,1,TOR,AL,32,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +rominan01,2010,1,LAA,AL,5,11,0,1,0,0,0,0,0,0,0,4,0,0,1,0,0 +romose01,2010,1,SFN,NL,68,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +rosaca01,2010,1,ARI,NL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rosalad01,2010,1,OAK,AL,80,255,31,69,8,2,7,31,2,2,19,65,0,1,2,2,1 +rosalle01,2010,1,ARI,NL,16,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rosarsa02,2010,1,FLO,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rossco01,2010,1,FLO,NL,120,452,60,120,24,3,11,58,9,1,30,100,4,4,0,1,7 +rossco01,2010,2,SFN,NL,33,73,11,21,4,0,3,7,0,1,7,21,0,1,0,1,2 +rossda01,2010,1,ATL,NL,59,121,15,35,13,2,2,28,0,1,20,28,0,1,2,1,5 +rossty01,2010,1,OAK,AL,26,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +rowanaa01,2010,1,SFN,NL,105,331,42,76,12,2,11,34,5,3,16,74,3,8,1,1,11 +rowlary01,2010,1,SEA,AL,27,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +ruizca01,2010,1,PHI,NL,121,371,43,112,28,1,8,53,0,1,55,54,13,6,0,1,8 +ruizra01,2010,1,TOR,AL,13,40,3,6,2,0,1,1,1,0,0,11,0,0,0,0,0 +runzlda01,2010,1,SFN,NL,41,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +rupejo01,2010,1,KCA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +russead01,2010,1,SDN,NL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +russeja02,2010,1,CHN,NL,57,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +russoke01,2010,1,NYA,AL,31,49,5,9,2,0,0,4,1,0,3,9,0,1,1,0,0 +ryalru01,2010,1,ARI,NL,104,207,19,54,7,1,3,11,0,3,8,67,0,6,1,0,3 +ryanbr01,2010,1,SLN,NL,139,439,50,98,19,3,2,36,11,4,33,60,5,2,9,3,6 +ryanmi03,2010,1,LAA,AL,22,39,3,8,4,0,0,2,0,0,1,5,0,0,0,1,0 +rzepcma01,2010,1,TOR,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sabatcc01,2010,1,NYA,AL,34,5,0,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +saitota01,2010,1,ATL,NL,56,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +salasfe01,2010,1,SLN,NL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +salazos01,2010,1,SDN,NL,85,131,19,31,4,0,3,19,1,2,16,23,1,0,0,1,4 +salech01,2010,1,CHA,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +saltaja01,2010,1,TEX,AL,2,5,0,1,0,0,0,1,0,0,0,1,0,0,0,0,0 +saltaja01,2010,2,BOS,AL,10,19,2,3,3,0,0,1,0,0,6,4,0,0,0,0,0 +samarje01,2010,1,CHN,NL,7,4,0,1,0,0,0,1,0,0,2,2,0,0,1,0,0 +sampsch01,2010,1,HOU,NL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sanabal01,2010,1,FLO,NL,15,22,0,1,0,0,0,0,0,0,0,11,0,1,3,0,0 +sanchan01,2010,1,FLO,NL,33,59,3,6,0,0,0,1,0,0,4,28,0,0,6,0,0 +sanchan02,2010,1,BOS,AL,1,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sanchan02,2010,2,HOU,NL,65,250,30,70,9,4,0,25,0,1,11,45,0,2,6,0,8 +sanchbr01,2010,1,FLO,NL,61,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sanchfr01,2010,1,SFN,NL,111,431,55,126,22,1,7,47,3,1,32,68,1,3,8,5,9 +sanchga01,2010,1,FLO,NL,151,572,72,156,37,3,19,85,5,0,57,101,2,5,3,6,14 +sanchjo01,2010,1,SFN,NL,34,58,2,8,0,1,0,3,0,0,0,26,0,1,7,0,0 +sanchro01,2010,1,NYA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sandopa01,2010,1,SFN,NL,152,563,61,151,34,3,13,63,3,2,47,81,12,1,0,5,26 +santaca01,2010,1,CLE,AL,46,150,23,39,13,0,6,22,3,0,37,29,2,1,0,4,3 +santaer01,2010,1,LAA,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +santajo01,2010,1,NYN,NL,29,62,2,11,3,0,1,1,0,0,0,22,0,0,5,0,0 +santira01,2010,1,DET,AL,112,320,38,84,9,1,3,22,2,2,30,56,0,7,8,2,6 +santose01,2010,1,CHA,AL,56,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sardida01,2010,1,PHI,NL,13,39,5,8,2,0,3,8,0,0,1,13,0,0,0,0,1 +saundjo01,2010,1,LAA,AL,20,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +saundjo01,2010,2,ARI,NL,13,23,0,2,0,0,0,1,1,0,1,8,0,0,3,0,0 +saundmi01,2010,1,SEA,AL,100,289,29,61,11,2,10,33,6,3,35,84,0,0,2,1,1 +sborzja01,2010,1,DET,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +scalebo01,2010,1,CHN,NL,10,13,4,4,0,0,0,2,1,0,7,5,0,0,0,0,0 +scherma01,2010,1,DET,AL,31,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schiena01,2010,1,SFN,NL,137,227,34,55,13,3,3,17,4,5,20,38,5,3,1,1,3 +schleda01,2010,1,DET,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schlibr01,2010,1,CHN,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schlitr01,2010,1,LAN,NL,14,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schmiko01,2010,1,ARI,NL,4,8,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0 +schnebr01,2010,1,PHI,NL,47,125,17,30,4,1,4,15,0,0,19,25,2,1,2,0,3 +schoesc01,2010,1,BOS,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schumsk01,2010,1,SLN,NL,137,476,66,126,18,1,5,42,5,3,43,64,2,4,2,4,7 +scottlu01,2010,1,BAL,AL,131,447,70,127,29,1,27,72,2,0,59,98,4,4,0,7,9 +scutama01,2010,1,BOS,AL,150,632,92,174,38,0,11,56,5,4,53,71,1,3,4,3,13 +seddoch01,2010,1,SEA,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shealry01,2010,1,BOS,AL,5,7,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +sheetbe01,2010,1,OAK,AL,20,3,0,1,0,0,0,0,0,0,0,2,0,0,1,0,0 +sherrge01,2010,1,LAN,NL,65,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +shielja02,2010,1,TBA,AL,34,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +shielsc01,2010,1,LAA,AL,43,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +shoppke01,2010,1,TBA,AL,63,158,17,31,8,0,5,17,0,0,20,71,0,6,2,1,2 +silvaca01,2010,1,CHN,NL,21,31,0,2,1,0,0,2,0,0,3,12,0,0,6,0,1 +simonal01,2010,1,BAL,AL,49,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sinkbbr01,2010,1,FLO,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sippto01,2010,1,CLE,AL,70,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sizemgr01,2010,1,CLE,AL,33,128,15,27,6,2,0,13,4,2,9,35,0,2,0,1,1 +sizemsc01,2010,1,DET,AL,48,143,19,32,7,0,3,14,0,0,15,40,0,0,4,1,4 +slamaan01,2010,1,MIN,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +slatedo01,2010,1,WAS,NL,49,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sloweke01,2010,1,MIN,AL,31,2,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +smithch07,2010,1,MIL,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithgr02,2010,1,COL,NL,10,13,2,4,2,0,0,2,0,0,0,1,0,0,3,0,0 +smithjo05,2010,1,CLE,AL,53,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithjo06,2010,1,CIN,NL,37,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +smithse01,2010,1,COL,NL,133,358,55,88,19,5,17,52,2,1,35,67,1,2,0,3,5 +smoakju01,2010,1,TEX,AL,70,235,29,49,10,0,8,34,1,0,38,57,4,0,0,2,6 +smoakju01,2010,2,SEA,AL,30,113,11,27,4,0,5,14,0,0,8,34,0,0,0,1,3 +snellia01,2010,1,SEA,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +snidetr01,2010,1,TOR,AL,82,298,36,76,20,0,14,32,6,3,21,79,2,0,0,0,3 +snydebr02,2010,1,CHN,NL,12,27,1,5,1,0,0,5,0,0,1,12,0,0,0,0,0 +snydebr03,2010,1,BAL,AL,10,20,1,6,2,0,0,3,0,1,0,3,0,0,0,0,0 +snydech02,2010,1,ARI,NL,65,195,22,45,8,0,10,32,0,0,36,61,6,1,1,1,5 +snydech02,2010,2,PIT,NL,40,124,12,21,1,0,5,16,0,0,16,33,4,1,0,1,6 +sogarer01,2010,1,OAK,AL,4,7,0,3,0,0,0,0,0,1,2,1,0,0,0,0,0 +sonnaan01,2010,1,TBA,AL,41,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +soriaal01,2010,1,CHN,NL,147,496,67,128,40,3,24,79,5,1,45,123,3,3,1,3,12 +soriajo01,2010,1,KCA,AL,66,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +soriara01,2010,1,TBA,AL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sosajo02,2010,1,FLO,NL,22,2,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +sotoge01,2010,1,CHN,NL,105,322,47,90,19,0,17,53,0,1,62,83,4,0,0,3,5 +spande01,2010,1,MIN,AL,153,629,85,166,24,10,3,58,26,4,60,74,0,4,10,2,12 +spilbry01,2010,1,COL,NL,134,341,41,95,20,2,10,39,4,5,39,83,0,5,2,1,7 +sprinru01,2010,1,CIN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stairma01,2010,1,SDN,NL,78,99,14,23,6,0,6,16,2,0,11,32,2,0,0,1,1 +stammcr01,2010,1,WAS,NL,36,38,2,9,3,0,0,6,0,0,1,15,0,0,3,1,2 +stangda01,2010,1,ARI,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stantmi03,2010,1,FLO,NL,100,359,45,93,21,1,22,59,5,2,34,123,6,2,0,1,7 +staufti01,2010,1,SDN,NL,32,17,2,3,2,0,0,2,0,0,2,12,0,0,2,0,0 +stavini01,2010,1,SLN,NL,79,121,11,31,4,0,2,9,0,0,4,28,0,1,0,0,5 +sternad01,2010,1,MIL,NL,6,8,0,0,0,0,0,1,0,0,0,2,0,0,0,0,1 +stettmi01,2010,1,MIL,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +steveje01,2010,1,CHN,NL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stewach01,2010,1,SDN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stewaia01,2010,1,COL,NL,121,386,54,99,14,2,18,61,5,2,45,110,8,5,0,5,8 +stokebr01,2010,1,LAA,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stoneto01,2010,1,NYN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +storedr01,2010,1,WAS,NL,54,2,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +stpiema01,2010,1,DET,AL,6,9,1,2,1,0,0,0,0,0,0,2,0,0,0,0,0 +strasst01,2010,1,WAS,NL,12,20,0,1,0,0,0,1,0,0,0,7,0,0,2,0,0 +streehu01,2010,1,COL,NL,44,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +stricsc01,2010,1,FLO,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stroppe01,2010,1,TEX,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stubbdr01,2010,1,CIN,NL,150,514,91,131,19,6,22,77,30,6,55,168,2,5,3,6,6 +sullico01,2010,1,HOU,NL,57,64,6,12,1,1,0,4,0,0,6,18,0,0,1,0,2 +suppaje01,2010,1,MIL,NL,15,5,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +suppaje01,2010,2,SLN,NL,15,21,1,4,1,0,0,1,0,0,1,5,0,0,1,0,0 +suttodr01,2010,1,CIN,NL,2,3,1,2,0,0,1,4,0,0,0,1,0,0,0,0,0 +suttodr01,2010,2,CLE,AL,11,36,4,8,1,0,1,4,0,0,3,12,0,0,0,0,1 +suzukic01,2010,1,SEA,AL,162,680,74,214,30,3,6,43,42,9,45,86,13,3,3,1,3 +suzukku01,2010,1,OAK,AL,131,495,55,120,18,2,13,71,3,2,33,49,3,12,0,4,22 +sweenbr01,2010,1,SEA,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +sweenmi01,2010,1,SEA,AL,30,99,11,26,3,0,6,18,2,0,9,14,0,1,0,1,3 +sweenmi01,2010,2,PHI,NL,26,52,10,12,2,0,2,8,1,0,5,7,0,1,0,0,2 +sweenry01,2010,1,OAK,AL,82,303,41,89,20,2,1,36,1,1,24,41,2,0,1,3,14 +swishni01,2010,1,NYA,AL,150,566,91,163,33,3,29,89,1,2,58,139,0,6,3,2,13 +tabatjo01,2010,1,PIT,NL,102,405,61,121,21,4,4,35,19,7,28,57,0,2,5,1,7 +takahhi01,2010,1,NYN,NL,53,16,0,1,0,0,0,0,0,0,0,3,0,0,4,0,0 +talbomi01,2010,1,CLE,AL,28,5,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +tallebr01,2010,1,TOR,AL,34,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tanketa01,2010,1,FLO,NL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +taschja01,2010,1,PIT,NL,17,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0 +taschja01,2010,2,LAN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tatisfe01,2010,1,NYN,NL,41,65,6,12,4,0,2,6,0,0,6,19,0,0,1,0,1 +tatumcr01,2010,1,BAL,AL,43,114,11,32,4,0,0,9,1,0,12,21,0,0,0,0,5 +taverwi01,2010,1,WAS,NL,27,35,7,7,0,1,0,4,1,2,2,6,0,0,0,0,0 +teagata01,2010,1,TEX,AL,28,71,10,11,1,0,4,6,0,0,8,34,0,2,4,0,0 +teahema01,2010,1,CHA,AL,77,233,31,60,13,2,4,25,3,5,25,61,0,0,2,2,8 +teixema01,2010,1,NYA,AL,158,601,113,154,36,0,33,108,0,1,93,122,6,13,0,5,15 +tejadmi01,2010,1,BAL,AL,97,401,40,108,16,0,7,39,0,0,15,39,3,9,0,3,13 +tejadmi01,2010,2,SDN,NL,59,235,31,63,10,0,8,32,2,0,15,28,0,2,1,0,3 +tejadru01,2010,1,NYN,NL,78,216,28,46,12,0,1,15,2,2,22,38,3,8,6,3,2 +tejedro01,2010,1,KCA,AL,54,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +texeika01,2010,1,SEA,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +texeika01,2010,2,KCA,AL,27,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +thamema01,2010,1,NYA,AL,82,212,22,61,7,0,12,33,0,0,19,61,0,3,0,3,3 +thatcjo01,2010,1,SDN,NL,65,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thayeda01,2010,1,TBA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +theriry01,2010,1,CHN,NL,96,388,45,110,10,2,1,21,16,6,19,46,3,2,2,1,8 +theriry01,2010,2,LAN,NL,54,198,27,48,5,0,1,8,4,3,22,28,0,2,5,1,5 +tholejo01,2010,1,NYN,NL,73,202,17,56,7,1,3,17,1,0,24,25,1,1,0,0,8 +thomabr01,2010,1,DET,AL,49,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thomaju01,2010,1,PIT,NL,12,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +thomeji01,2010,1,MIN,AL,108,276,48,78,16,2,25,59,0,0,60,82,4,2,0,2,8 +thompbr01,2010,1,KCA,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thompri03,2010,1,LAA,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thornma01,2010,1,CHA,AL,61,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +threeer01,2010,1,CHA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tillmch01,2010,1,BAL,AL,11,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +toddje01,2010,1,CLE,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tolbema01,2010,1,MIN,AL,48,87,8,20,4,3,1,18,1,1,9,18,0,0,1,3,2 +tollest01,2010,1,OAK,AL,25,49,5,14,3,0,1,4,0,0,4,9,0,0,0,0,0 +tomlijo01,2010,1,CLE,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +torrean02,2010,1,SFN,NL,139,507,84,136,43,8,16,63,26,7,56,128,2,2,5,0,10 +torreca01,2010,1,CHA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +torreyo01,2010,1,SDN,NL,95,325,31,88,14,0,7,37,7,5,33,67,2,3,1,1,12 +towlejr01,2010,1,HOU,NL,17,47,3,9,3,0,1,8,0,0,2,12,0,1,0,1,2 +tracych01,2010,1,CHN,NL,28,44,6,11,2,0,0,5,0,0,5,15,0,0,0,0,0 +tracych01,2010,2,FLO,NL,41,102,5,25,6,0,1,10,0,0,6,21,0,2,0,1,2 +treanma01,2010,1,TEX,AL,82,237,22,50,6,1,5,27,1,2,22,43,0,5,4,4,4 +troncra01,2010,1,LAN,NL,52,2,0,0,0,0,0,1,0,0,1,1,0,0,0,0,0 +trumbma01,2010,1,LAA,AL,8,15,2,1,0,0,0,2,0,0,1,8,0,0,0,0,0 +tuiasma01,2010,1,SEA,AL,50,127,12,22,5,0,4,11,0,0,9,49,0,1,1,0,3 +tulowtr01,2010,1,COL,NL,122,470,89,148,32,3,27,95,11,2,48,78,4,5,1,5,17 +turneju01,2010,1,BAL,AL,5,9,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +turneju01,2010,2,NYN,NL,4,8,1,1,1,0,0,0,0,0,1,0,0,0,0,0,0 +ueharko01,2010,1,BAL,AL,43,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ugglada01,2010,1,FLO,NL,159,589,100,169,31,0,33,105,4,1,78,149,2,2,0,5,9 +uptonbj01,2010,1,TBA,AL,154,536,89,127,38,4,18,62,42,9,67,164,1,2,1,4,13 +uptonju01,2010,1,ARI,NL,133,495,73,135,27,3,17,69,18,8,64,152,5,4,1,7,20 +uribeju01,2010,1,SFN,NL,148,521,64,129,24,2,24,85,1,2,45,92,6,4,0,5,20 +utleych01,2010,1,PHI,NL,115,425,75,117,20,2,16,65,13,2,63,63,3,18,0,5,4 +valaich01,2010,1,CIN,NL,19,38,3,10,1,0,1,2,0,0,1,9,0,0,1,0,2 +valbulu01,2010,1,CLE,AL,91,275,22,53,12,0,2,24,1,2,28,61,1,3,2,2,5 +valdece01,2010,1,ARI,NL,9,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +valdeme01,2010,1,TOR,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +valdera02,2010,1,NYN,NL,38,10,1,4,1,0,0,1,0,0,0,3,0,0,4,0,0 +valdewi01,2010,1,PHI,NL,111,333,37,86,16,3,4,35,7,0,21,43,7,2,7,0,20 +valenda01,2010,1,MIN,AL,85,299,30,93,18,1,7,40,2,0,20,46,0,0,0,3,11 +valvejo01,2010,1,DET,AL,60,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vanderi01,2010,1,FLO,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vanderi01,2010,2,BAL,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vanevjo01,2010,1,BOS,AL,22,19,6,4,1,0,1,1,0,0,2,9,0,0,0,0,0 +vargacl01,2010,1,MIL,NL,17,3,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +vargaja01,2010,1,SEA,AL,31,6,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +varitja01,2010,1,BOS,AL,39,112,18,26,6,0,7,16,0,0,10,35,2,0,0,1,1 +varvaan01,2010,1,SEA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vasques01,2010,1,ARI,NL,57,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +vazquja01,2010,1,NYA,AL,31,1,0,0,0,0,0,0,0,0,2,0,0,0,2,0,0 +velezeu01,2010,1,SFN,NL,29,55,7,9,2,0,2,8,0,0,6,9,0,0,5,0,0 +venabwi01,2010,1,SDN,NL,131,392,60,96,11,7,13,51,29,7,45,128,8,3,0,5,3 +ventejo01,2010,1,ATL,NL,79,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +verasjo01,2010,1,FLO,NL,48,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +verlaju01,2010,1,DET,AL,33,4,0,0,0,0,0,0,0,0,0,3,0,0,1,0,1 +vicieda01,2010,1,CHA,AL,38,104,17,32,7,0,5,13,1,0,2,25,0,0,0,0,5 +victosh01,2010,1,PHI,NL,147,587,84,152,26,10,18,69,34,6,53,79,5,7,0,1,6 +villaca01,2010,1,MIL,NL,50,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +villahe02,2010,1,HOU,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +violape01,2010,1,BAL,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vizquom01,2010,1,CHA,AL,108,344,36,95,11,1,2,30,11,7,34,45,0,2,7,4,8 +volqued01,2010,1,CIN,NL,12,17,1,2,0,0,0,0,0,0,1,7,0,0,3,0,0 +volstch01,2010,1,FLO,NL,30,54,1,5,1,0,0,2,0,0,0,28,0,0,9,0,0 +vottojo01,2010,1,CIN,NL,150,547,106,177,36,2,37,113,16,5,91,125,8,7,0,3,11 +wagnebi02,2010,1,ATL,NL,71,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wainwad01,2010,1,SLN,NL,37,84,4,14,5,0,0,6,0,0,7,23,0,0,5,0,2 +wakefti01,2010,1,BOS,AL,32,4,0,0,0,0,0,0,0,0,1,2,0,0,2,0,0 +waldejo01,2010,1,LAA,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +walkene01,2010,1,PIT,NL,110,426,57,126,29,3,12,66,2,3,34,83,1,3,2,4,4 +walkety01,2010,1,WAS,NL,24,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +wallabr01,2010,1,HOU,NL,51,144,14,32,6,1,2,13,0,0,8,50,3,7,0,0,3 +waltepj01,2010,1,SLN,NL,7,7,0,0,0,0,0,0,0,0,1,5,0,0,1,0,0 +watsoma02,2010,1,OAK,AL,12,30,2,6,2,0,1,4,0,0,3,5,0,0,0,0,0 +weaveje01,2010,1,LAN,NL,44,5,0,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +weaveje02,2010,1,LAA,AL,34,10,1,2,0,0,0,0,0,0,0,3,0,0,0,0,0 +webbry01,2010,1,SDN,NL,54,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +weeksri01,2010,1,MIL,NL,160,651,112,175,32,4,29,83,11,4,76,184,0,25,0,2,5 +weinhro01,2010,1,DET,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +welleto01,2010,1,SFN,NL,13,20,2,2,0,0,0,0,0,0,0,11,0,0,1,0,1 +wellsca01,2010,1,DET,AL,36,93,14,30,6,1,4,17,0,1,6,19,0,0,0,0,2 +wellsra01,2010,1,CHN,NL,32,52,1,9,2,0,0,3,0,0,2,15,0,0,9,0,3 +wellsve01,2010,1,TOR,AL,157,590,79,161,44,3,31,88,6,4,50,84,5,3,0,3,18 +werthja01,2010,1,PHI,NL,156,554,106,164,46,2,27,85,13,3,82,147,6,7,0,9,11 +westbja01,2010,1,CLE,AL,21,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +westbja01,2010,2,SLN,NL,12,25,1,3,1,0,0,1,0,0,1,11,0,0,1,0,0 +westse01,2010,1,FLO,NL,2,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +wheelda01,2010,1,TBA,AL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +whiteel03,2010,1,SFN,NL,56,126,19,30,6,1,4,10,1,2,8,35,0,3,3,0,4 +whitese02,2010,1,SEA,AL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wietema01,2010,1,BAL,AL,130,446,37,111,22,1,11,55,0,1,47,94,7,2,0,7,13 +wiggity01,2010,1,BAL,AL,154,581,63,144,29,1,22,76,0,1,50,116,3,8,1,9,23 +willido03,2010,1,DET,AL,10,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +willido03,2010,2,ARI,NL,6,4,1,1,0,0,0,0,0,0,1,1,0,0,1,0,0 +willijo03,2010,1,WAS,NL,114,370,54,99,19,2,16,56,8,0,67,85,3,9,0,4,8 +willira01,2010,1,CHA,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +willire03,2010,1,LAA,AL,97,159,23,41,7,0,0,8,2,4,19,26,0,1,3,0,1 +wilsobo02,2010,1,LAA,AL,40,96,12,22,6,0,4,15,0,0,8,23,0,0,2,0,3 +wilsobr01,2010,1,SFN,NL,70,5,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1 +wilsocj01,2010,1,TEX,AL,33,4,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +wilsoja02,2010,1,SEA,AL,61,193,17,48,11,1,0,14,1,2,7,35,0,3,5,3,2 +wilsojo03,2010,1,SEA,AL,108,361,22,82,14,2,2,25,5,0,14,74,0,12,0,1,6 +winnra01,2010,1,NYA,AL,29,61,7,13,0,1,1,8,1,0,8,15,0,0,1,1,1 +winnra01,2010,2,SLN,NL,87,144,16,36,8,1,3,17,5,0,13,22,1,1,1,3,4 +wisede01,2010,1,TOR,AL,52,112,20,28,3,2,3,14,4,0,4,29,0,1,1,0,1 +wolfra02,2010,1,MIL,NL,36,77,11,19,4,0,0,5,1,0,1,24,0,0,4,1,2 +wolfro01,2010,1,OAK,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +woodbl01,2010,1,KCA,AL,51,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +woodbr01,2010,1,LAA,AL,81,226,20,33,2,0,4,14,1,0,6,71,0,2,8,1,3 +woodke02,2010,1,CLE,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +woodke02,2010,2,NYA,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +woodti01,2010,1,FLO,NL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +woodtr01,2010,1,CIN,NL,17,37,1,7,2,1,1,3,0,0,0,15,0,0,5,0,0 +woodwch01,2010,1,SEA,AL,8,19,0,3,1,0,0,0,0,0,3,9,0,0,0,0,0 +worleva01,2010,1,PHI,NL,5,3,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +worthda01,2010,1,DET,AL,39,106,10,27,5,0,2,8,1,2,6,13,0,0,3,0,0 +wrighda03,2010,1,NYN,NL,157,587,87,166,36,3,29,103,19,11,69,161,9,2,0,12,12 +wrighja01,2010,1,CLE,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wrighja01,2010,2,SEA,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wrighwe01,2010,1,HOU,NL,14,8,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +wuertmi01,2010,1,OAK,AL,48,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +youklke01,2010,1,BOS,AL,102,362,77,111,26,5,19,62,4,1,58,67,3,10,0,5,4 +youngch03,2010,1,SDN,NL,4,5,0,0,0,0,0,0,0,0,1,4,0,0,0,0,0 +youngch04,2010,1,ARI,NL,156,584,94,150,33,0,27,91,28,7,74,145,0,2,1,3,10 +youngde03,2010,1,MIN,AL,153,570,77,170,46,1,21,112,5,4,28,81,5,6,0,9,16 +youngde04,2010,1,PIT,NL,110,191,22,45,11,1,7,28,1,0,13,52,0,1,1,1,5 +younger03,2010,1,COL,NL,51,172,26,42,5,1,0,8,17,6,17,32,0,0,0,0,2 +youngmi02,2010,1,TEX,AL,157,656,99,186,36,3,21,91,4,2,50,115,4,1,0,11,21 +zagurmi01,2010,1,PHI,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +zambrca01,2010,1,CHN,NL,42,52,5,12,0,0,1,6,0,0,2,15,0,0,2,1,0 +zaungr01,2010,1,MIL,NL,28,102,11,27,7,0,2,14,0,0,11,12,0,3,0,1,6 +zawadla01,2010,1,SDN,NL,20,35,4,7,2,0,0,1,1,0,5,7,2,0,2,0,1 +zieglbr01,2010,1,OAK,AL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +zimmejo02,2010,1,WAS,NL,7,10,0,2,0,0,0,0,0,0,0,2,0,0,0,0,1 +zimmery01,2010,1,WAS,NL,142,525,85,161,32,0,25,85,4,1,69,98,6,4,0,5,16 +zitoba01,2010,1,SFN,NL,34,51,1,6,0,0,0,2,0,0,1,17,0,0,14,0,0 +zobribe01,2010,1,TBA,AL,151,541,77,129,28,2,10,75,24,3,92,107,1,3,7,12,10 +zumayjo01,2010,1,DET,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +abadfe01,2011,1,HOU,NL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +abreubo01,2011,1,LAA,AL,142,502,54,127,30,1,8,60,21,5,78,113,5,1,1,3,8 +abreuju01,2011,1,HOU,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +accarje01,2011,1,BAL,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +aceveal01,2011,1,BOS,AL,55,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ackledu01,2011,1,SEA,AL,90,333,39,91,16,7,6,36,6,0,40,79,1,0,0,3,3 +acostma01,2011,1,NYN,NL,44,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +adamsmi03,2011,1,SDN,NL,49,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +adamsmi03,2011,2,TEX,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +adamsry01,2011,1,BAL,AL,29,89,9,25,4,0,0,7,0,0,6,25,0,1,0,0,7 +adcocna01,2011,1,KCA,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +affelje01,2011,1,SFN,NL,67,1,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +alberma01,2011,1,BOS,AL,56,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +albural01,2011,1,DET,AL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +alfonel01,2011,1,COL,NL,25,75,2,20,1,0,1,9,0,0,3,13,0,1,0,0,1 +allenbr01,2011,1,ARI,NL,11,29,5,5,0,0,3,7,1,0,7,13,2,1,0,0,0 +allenbr01,2011,2,OAK,AL,41,146,18,30,9,2,3,11,2,0,11,55,1,0,0,1,0 +almoner01,2011,1,MIL,NL,16,29,1,3,0,0,1,3,0,0,0,4,0,0,0,0,2 +alonsyo01,2011,1,CIN,NL,47,88,9,29,4,0,5,15,0,0,10,21,0,0,0,0,2 +altuvjo01,2011,1,HOU,NL,57,221,26,61,10,1,2,12,7,3,5,29,0,2,5,1,5 +alvarhe01,2011,1,TOR,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +alvarpe01,2011,1,PIT,NL,74,235,18,45,9,1,4,19,1,0,24,80,1,2,1,0,11 +amarial01,2011,1,LAA,AL,23,52,2,8,3,1,0,5,0,0,2,8,0,0,1,1,1 +amezaal01,2011,1,COL,NL,20,33,5,8,1,0,0,2,0,0,3,7,0,0,1,1,0 +amezaal01,2011,2,FLO,NL,20,44,1,6,0,0,0,2,0,0,4,7,0,0,1,0,1 +anderbr04,2011,1,OAK,AL,13,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +anderla03,2011,1,BOS,AL,6,5,2,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +andinro01,2011,1,BAL,AL,139,457,63,120,22,0,5,36,13,3,41,83,0,3,9,1,14 +andruel01,2011,1,TEX,AL,150,587,96,164,27,3,5,60,37,12,56,74,0,5,16,1,17 +anglema01,2011,1,BAL,AL,31,79,12,14,4,0,1,7,11,1,12,13,0,1,3,0,0 +ankieri01,2011,1,WAS,NL,122,380,46,91,20,0,9,37,10,3,29,96,1,2,3,1,7 +arencjp01,2011,1,TOR,AL,129,443,47,97,20,4,23,78,1,1,36,133,3,4,0,3,6 +arredjo01,2011,1,CIN,NL,53,2,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +arrieja01,2011,1,BAL,AL,22,4,0,1,0,0,0,1,0,0,0,1,0,0,1,0,0 +arroybr01,2011,1,CIN,NL,36,57,1,6,2,0,0,2,0,0,1,27,0,0,8,0,0 +ascanjo01,2011,1,PIT,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +atchisc01,2011,1,BOS,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +atkinmi01,2011,1,BAL,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +augenbr01,2011,1,SLN,NL,5,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +avilaal01,2011,1,DET,AL,141,464,63,137,33,4,19,82,3,1,73,131,9,3,3,8,8 +avilemi01,2011,1,KCA,AL,53,185,14,41,11,3,5,31,10,2,9,27,0,2,3,3,5 +avilemi01,2011,2,BOS,AL,38,101,17,32,6,0,2,8,4,2,4,17,0,0,1,1,3 +axelrdy01,2011,1,CHA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +axforjo01,2011,1,MIL,NL,74,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ayalalu01,2011,1,NYA,AL,52,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +aybarer01,2011,1,LAA,AL,143,556,71,155,33,8,10,59,30,6,31,68,1,6,9,3,13 +badenbu01,2011,1,FLO,NL,50,7,1,2,1,0,0,1,0,0,1,5,0,0,0,0,0 +baezda01,2011,1,PHI,NL,29,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +bailean01,2011,1,OAK,AL,42,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +baileho02,2011,1,CIN,NL,23,39,7,11,2,0,0,2,0,0,1,11,0,0,5,0,1 +bakerje03,2011,1,CHN,NL,81,201,20,54,12,1,3,23,0,0,10,46,0,0,0,1,8 +bakerjo01,2011,1,FLO,NL,16,13,0,2,0,0,0,1,0,0,2,3,0,0,1,0,0 +bakersc02,2011,1,MIN,AL,23,5,0,2,1,0,0,0,0,0,0,1,0,0,0,0,0 +balesco01,2011,1,WAS,NL,23,4,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +balfogr01,2011,1,OAK,AL,62,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barajro01,2011,1,LAN,NL,98,305,29,70,13,0,16,47,0,0,22,71,4,4,2,3,5 +bardda01,2011,1,BOS,AL,70,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bardjo01,2011,1,SEA,AL,26,81,5,17,4,0,2,11,0,0,5,20,0,0,0,0,0 +barmecl01,2011,1,HOU,NL,123,446,47,109,27,0,12,39,3,1,38,88,2,7,2,2,9 +barneda01,2011,1,CHN,NL,143,529,66,146,23,6,2,43,9,2,22,67,2,8,7,4,14 +bartlja01,2011,1,SDN,NL,139,554,61,136,22,3,2,40,23,10,48,98,0,5,5,6,13 +bartoda02,2011,1,OAK,AL,67,236,27,50,13,0,0,21,2,1,39,47,3,2,0,3,6 +bassan01,2011,1,SDN,NL,27,5,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +bastaan01,2011,1,PHI,NL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +batismi01,2011,1,SLN,NL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +batismi01,2011,2,NYN,NL,9,6,1,0,0,0,0,0,0,0,0,2,0,0,2,0,0 +bautijo02,2011,1,TOR,AL,149,513,105,155,24,2,43,103,9,5,132,111,24,6,0,4,8 +baxtemi01,2011,1,NYN,NL,22,34,6,8,2,1,1,4,0,0,5,9,0,1,0,0,1 +bayja01,2011,1,NYN,NL,123,444,59,109,19,1,12,57,11,1,56,109,3,2,1,6,8 +beachbr01,2011,1,ATL,NL,25,43,0,3,0,0,0,1,0,0,1,22,0,0,6,0,0 +beatope01,2011,1,NYN,NL,60,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +beavabl01,2011,1,SEA,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +beckch01,2011,1,TOR,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +beckejo02,2011,1,BOS,AL,30,5,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1 +beckhgo01,2011,1,CHA,AL,150,499,60,115,23,0,10,44,5,3,35,111,0,13,7,3,6 +bedarer01,2011,1,SEA,AL,16,5,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +bedarer01,2011,2,BOS,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +beimejo01,2011,1,PIT,NL,35,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +belisma01,2011,1,COL,NL,74,2,0,1,1,0,0,0,0,0,0,0,0,0,1,0,0 +bellhe01,2011,1,SDN,NL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +belljo01,2011,1,BAL,AL,26,61,6,10,0,0,0,6,0,0,4,25,0,0,0,0,1 +belltr01,2011,1,LAA,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +belowdu01,2011,1,DET,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +beltbr01,2011,1,SFN,NL,63,187,21,42,6,1,9,18,3,2,20,57,1,2,0,0,3 +beltrad01,2011,1,TEX,AL,124,487,82,144,33,0,32,105,1,1,25,53,0,5,0,8,13 +beltrca01,2011,1,NYN,NL,98,353,61,102,30,2,15,66,3,0,60,61,6,2,0,4,9 +beltrca01,2011,2,SFN,NL,44,167,17,54,9,4,7,18,1,2,11,27,1,1,0,0,9 +benoijo01,2011,1,DET,AL,66,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bensojo01,2011,1,MIN,AL,21,71,3,17,6,1,0,2,2,2,3,21,0,0,0,0,1 +bergebr02,2011,1,BAL,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bergju01,2011,1,CHN,NL,8,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +berkeja01,2011,1,BAL,AL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +berkmla01,2011,1,SLN,NL,145,488,90,147,23,2,31,94,2,6,92,93,17,3,0,4,7 +bernaro01,2011,1,WAS,NL,91,309,40,75,12,2,7,27,17,3,22,63,1,4,2,0,7 +betande01,2011,1,NYA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +betanra01,2011,1,COL,NL,68,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +betanyu01,2011,1,MIL,NL,152,556,51,140,27,3,13,68,4,4,16,63,3,2,0,10,16 +betemwi01,2011,1,KCA,AL,57,203,29,57,15,1,3,27,3,1,20,58,6,0,0,3,6 +betemwi01,2011,2,DET,AL,40,120,11,35,7,3,5,19,1,0,11,47,0,0,0,2,1 +billibr02,2011,1,COL,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +billibr02,2011,2,OAK,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +billich01,2011,1,LAN,NL,32,56,4,9,3,0,1,4,0,0,4,23,0,0,5,0,0 +bixlebr01,2011,1,WAS,NL,79,83,9,17,1,2,0,2,4,3,7,19,3,0,4,0,1 +blackch02,2011,1,COL,NL,27,98,9,25,1,0,1,8,5,1,3,8,1,0,1,0,2 +blackni01,2011,1,MIN,AL,26,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +blakeca01,2011,1,LAN,NL,63,202,32,51,10,1,4,26,1,2,26,50,1,3,5,3,9 +blancan01,2011,1,TEX,AL,36,76,9,17,3,0,2,3,0,1,4,14,0,0,2,0,1 +blanche01,2011,1,ARI,NL,37,100,12,25,3,1,8,12,0,1,12,21,1,0,0,0,2 +blankky01,2011,1,SDN,NL,55,170,21,39,7,1,7,26,2,0,16,51,0,2,0,2,3 +blantjo01,2011,1,PHI,NL,11,11,1,2,0,0,0,2,0,0,0,3,0,0,1,0,0 +blevije01,2011,1,OAK,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bloomwi01,2011,1,ARI,NL,97,350,44,93,10,2,4,26,20,10,23,51,3,4,2,2,3 +blumge01,2011,1,ARI,NL,23,49,8,11,3,0,2,10,0,0,5,9,1,1,0,0,2 +boescbr01,2011,1,DET,AL,115,428,75,121,25,1,16,54,5,3,35,83,2,5,0,4,7 +boggsbr01,2011,1,MIL,NL,16,19,4,3,0,0,2,2,1,0,3,8,2,0,0,0,0 +boggsmi01,2011,1,SLN,NL,51,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +bogusbr01,2011,1,HOU,NL,87,164,22,47,14,1,4,15,4,2,15,40,1,1,1,1,8 +bonifem01,2011,1,FLO,NL,152,565,78,167,26,7,5,36,40,11,59,129,1,1,11,5,4 +borboju01,2011,1,TEX,AL,32,89,10,24,1,3,0,11,6,2,3,9,0,2,3,1,2 +boscajc01,2011,1,ATL,NL,4,9,0,3,0,0,0,0,0,0,0,5,0,0,0,0,0 +bourgja01,2011,1,HOU,NL,93,238,30,70,8,2,1,16,31,6,10,24,0,0,4,0,5 +bourjpe01,2011,1,LAA,AL,147,502,72,136,26,11,12,43,22,9,32,124,0,10,7,1,7 +bournmi01,2011,1,HOU,NL,105,429,64,130,26,7,1,32,39,7,38,90,2,3,2,1,5 +bournmi01,2011,2,ATL,NL,53,227,30,63,8,3,1,18,22,7,15,50,1,1,3,3,1 +bowdemi01,2011,1,BOS,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bowkejo01,2011,1,PIT,NL,19,17,0,4,1,0,0,2,0,1,2,4,1,0,0,0,0 +bowkejo01,2011,2,PHI,NL,12,13,0,0,0,0,0,0,0,0,0,7,0,0,0,0,0 +boyerbl01,2011,1,NYN,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brachbr01,2011,1,SDN,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brackan01,2011,1,NYA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +braddza01,2011,1,MIL,NL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bradeda01,2011,1,OAK,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bradlmi01,2011,1,SEA,AL,28,101,12,22,6,1,2,13,4,0,13,31,1,1,0,0,1 +brantmi02,2011,1,CLE,AL,114,451,63,120,24,4,7,46,13,5,34,76,2,3,3,5,11 +branyru01,2011,1,ARI,NL,31,62,4,13,5,0,1,2,0,0,7,20,0,0,0,0,0 +branyru01,2011,2,LAA,AL,37,65,7,12,2,0,4,12,2,0,11,21,0,0,0,1,2 +braunry02,2011,1,MIL,NL,150,563,109,187,38,6,33,111,33,6,58,93,2,5,0,3,9 +braybi01,2011,1,CIN,NL,79,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brazoyh01,2011,1,ARI,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +breslcr01,2011,1,OAK,AL,67,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brignre01,2011,1,TBA,AL,92,249,18,48,4,0,1,15,3,1,10,63,1,1,4,0,2 +brittza01,2011,1,BAL,AL,28,8,3,5,1,0,1,2,0,0,0,1,0,0,0,0,0 +brodebr01,2011,1,WAS,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brothre01,2011,1,COL,NL,48,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +brownan02,2011,1,SLN,NL,11,22,1,4,1,0,0,3,0,0,0,8,0,0,0,0,1 +brownco01,2011,1,WAS,NL,3,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +browndo01,2011,1,PHI,NL,56,184,28,45,10,1,5,19,3,1,25,35,1,0,0,1,2 +browndu01,2011,1,PIT,NL,11,28,2,3,0,0,0,0,1,0,1,10,0,0,1,0,0 +broxtjo01,2011,1,LAN,NL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bruceja01,2011,1,CIN,NL,157,585,84,150,27,2,32,97,8,7,71,158,14,5,1,2,8 +brunebr01,2011,1,CHA,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +buchhcl01,2011,1,BOS,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +buchhta01,2011,1,NYN,NL,23,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +buckjo01,2011,1,FLO,NL,140,466,41,106,15,1,16,57,0,1,54,115,7,7,2,1,11 +bucktr01,2011,1,CLE,AL,50,149,18,34,11,0,2,18,1,1,8,30,0,2,0,1,3 +buehrma01,2011,1,CHA,AL,31,2,0,1,1,0,0,0,0,0,0,1,0,0,0,0,0 +buentja01,2011,1,FLO,NL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +buentja01,2011,2,TBA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bulgeja01,2011,1,LAA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bumgama01,2011,1,SFN,NL,35,59,5,7,4,0,0,3,0,0,5,18,0,0,11,0,0 +burneaj01,2011,1,NYA,AL,34,2,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +burneal01,2011,1,MIN,AL,66,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +burnese01,2011,1,WAS,NL,69,1,1,1,0,0,0,0,0,0,1,0,0,0,0,0,0 +burrebr01,2011,1,PIT,NL,5,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +burrepa01,2011,1,SFN,NL,92,183,17,42,9,1,7,21,0,0,33,67,0,2,0,1,2 +burriem01,2011,1,SFN,NL,59,137,14,28,1,0,0,4,11,3,6,17,0,3,6,0,2 +burrose01,2011,1,ARI,NL,78,110,8,30,4,0,1,8,1,0,3,15,0,0,1,1,4 +burtoja01,2011,1,CIN,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bushda01,2011,1,TEX,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +buterdr01,2011,1,MIN,AL,93,234,19,39,9,1,2,23,0,0,11,42,0,2,6,1,7 +butlebi03,2011,1,KCA,AL,159,597,74,174,44,0,19,95,2,1,66,95,15,3,0,7,16 +byrdati01,2011,1,NYN,NL,72,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +byrdma01,2011,1,CHN,NL,119,446,51,123,22,2,9,35,3,2,25,78,2,8,1,2,13 +cabreas01,2011,1,CLE,AL,151,604,87,165,32,3,25,92,17,5,44,119,5,11,4,4,10 +cabreev01,2011,1,SDN,NL,2,8,1,1,0,0,0,0,2,0,1,3,0,0,0,0,0 +cabreme01,2011,1,KCA,AL,155,658,102,201,44,5,18,87,20,10,35,94,3,1,7,5,12 +cabremi01,2011,1,DET,AL,161,572,111,197,48,0,30,105,2,1,108,89,22,3,0,5,24 +cabreor01,2011,1,CLE,AL,91,324,35,79,13,0,4,38,6,2,13,40,0,3,1,3,10 +cabreor01,2011,2,SFN,NL,39,126,4,28,3,0,1,13,2,2,4,17,0,0,0,3,2 +cahiltr01,2011,1,OAK,AL,34,5,0,0,0,0,0,0,0,0,0,2,0,0,0,0,1 +cainlo01,2011,1,KCA,AL,6,22,4,6,1,0,0,1,0,0,1,4,0,0,0,0,0 +cainma01,2011,1,SFN,NL,35,66,5,9,1,0,1,6,0,0,3,30,0,0,8,1,0 +cairomi01,2011,1,CIN,NL,102,245,33,65,8,2,8,33,3,4,18,36,1,7,3,3,3 +callaal01,2011,1,LAA,AL,141,475,54,137,23,0,6,46,8,1,58,48,8,1,0,2,11 +camermi01,2011,1,BOS,AL,33,94,9,14,2,0,3,9,0,0,8,25,0,0,1,2,3 +camermi01,2011,2,FLO,NL,45,143,18,34,8,0,6,18,1,0,20,34,0,0,1,0,3 +campato01,2011,1,CHN,NL,95,143,24,37,3,0,1,6,24,2,8,30,1,1,3,0,1 +campsh01,2011,1,TOR,AL,67,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cancero01,2011,1,HOU,NL,2,6,0,0,0,0,0,0,0,0,1,4,1,0,0,0,0 +canoro01,2011,1,NYA,AL,159,623,104,188,46,7,28,118,8,2,38,96,11,12,0,8,18 +cantujo01,2011,1,SDN,NL,57,144,8,28,4,0,3,16,0,0,7,28,1,1,0,3,6 +canzlru01,2011,1,TBA,AL,3,3,0,1,0,0,0,1,0,0,1,1,0,0,0,1,0 +cappsma01,2011,1,MIN,AL,69,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +capuach01,2011,1,NYN,NL,36,56,2,4,2,0,0,0,0,0,0,33,0,0,6,0,1 +carigan01,2011,1,OAK,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +carlybu01,2011,1,NYA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +carmofa01,2011,1,CLE,AL,32,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +carpean01,2011,1,PHI,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +carpean01,2011,2,SDN,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +carpech01,2011,1,SLN,NL,34,71,2,11,3,0,0,5,0,0,2,25,0,0,9,0,0 +carpech02,2011,1,CHN,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +carpeda01,2011,1,HOU,NL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +carpema01,2011,1,SLN,NL,7,15,0,1,1,0,0,0,0,0,4,4,0,0,0,0,0 +carpmi01,2011,1,SEA,AL,79,290,27,80,17,1,12,46,0,2,19,81,0,3,0,1,10 +carraca01,2011,1,CLE,AL,21,5,0,0,0,0,0,0,0,0,0,3,0,0,2,0,0 +carradj01,2011,1,NYN,NL,42,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +carreez01,2011,1,CLE,AL,68,202,27,49,8,3,0,14,10,5,16,35,0,1,7,0,4 +carrejo01,2011,1,TOR,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +carrobr01,2011,1,MIL,NL,2,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +carroja01,2011,1,LAN,NL,146,452,52,131,14,6,0,17,10,0,47,58,3,2,8,1,3 +cartech02,2011,1,OAK,AL,15,44,2,6,0,0,0,0,0,0,2,20,0,0,0,0,1 +cashnan01,2011,1,CHN,NL,7,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +casilal01,2011,1,MIN,AL,97,323,52,84,21,4,2,21,15,4,28,45,0,3,8,3,4 +cassebo01,2011,1,LAA,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +castial02,2011,1,ARI,NL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +castiwe01,2011,1,CHN,NL,4,13,0,2,0,0,0,0,0,0,0,4,0,0,0,0,1 +castrju01,2011,1,LAN,NL,7,14,2,4,0,0,0,1,0,0,1,4,0,0,0,0,0 +castrra01,2011,1,CHA,AL,23,68,6,16,3,0,4,10,0,0,7,23,0,0,0,0,0 +castrst01,2011,1,CHN,NL,158,674,91,207,36,9,10,66,22,9,35,96,2,2,0,4,20 +cecilbr01,2011,1,TOR,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cedajo01,2011,1,FLO,NL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cedenro02,2011,1,PIT,NL,128,413,43,103,25,3,2,32,2,5,30,93,7,0,6,5,11 +cedenxa01,2011,1,HOU,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cervefr01,2011,1,NYA,AL,43,124,17,33,4,0,4,22,4,1,9,29,0,2,1,1,4 +chacijh01,2011,1,COL,NL,33,61,3,10,1,0,0,4,0,0,1,12,0,1,5,0,0 +chambad01,2011,1,SLN,NL,18,8,2,3,0,1,0,4,0,0,0,1,0,0,0,0,0 +chambjo03,2011,1,NYA,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chapmar01,2011,1,CIN,NL,54,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chatwty01,2011,1,LAA,AL,27,3,1,2,0,0,0,0,0,0,0,0,0,0,2,0,0 +chaveen01,2011,1,TEX,AL,83,256,37,77,11,3,5,27,10,5,10,30,0,0,5,3,7 +chaveer01,2011,1,NYA,AL,58,160,16,42,7,1,2,26,0,0,14,34,3,0,0,1,4 +chaveje01,2011,1,KCA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chenbr01,2011,1,KCA,AL,25,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +chiriro01,2011,1,TBA,AL,20,55,4,12,2,0,1,7,0,0,5,13,0,0,0,0,0 +chiselo01,2011,1,CLE,AL,66,212,27,54,13,0,7,22,1,0,8,49,1,1,1,1,3 +choatra01,2011,1,FLO,NL,54,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +choosh01,2011,1,CLE,AL,85,313,37,81,11,3,8,36,12,5,36,78,3,6,0,3,7 +chrisju01,2011,1,SFN,NL,18,47,6,12,5,0,0,4,3,2,2,8,0,0,2,0,0 +ciriape01,2011,1,PIT,NL,23,33,4,10,2,1,0,6,2,1,1,6,0,0,0,0,1 +cishest01,2011,1,FLO,NL,45,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cletoma01,2011,1,SLN,NL,3,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +clevest01,2011,1,CHN,NL,2,4,1,1,1,0,0,0,0,0,0,0,0,1,0,0,0 +clippty01,2011,1,WAS,NL,72,2,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +cobbal01,2011,1,TBA,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +coffeto01,2011,1,WAS,NL,69,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +coghlch01,2011,1,FLO,NL,65,269,33,62,20,1,5,22,7,6,22,49,3,4,1,2,3 +cokeph01,2011,1,DET,AL,48,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +colemca01,2011,1,CHN,NL,21,25,1,4,1,1,0,0,0,0,0,6,0,0,4,0,0 +colemlo01,2011,1,KCA,AL,48,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +colliti01,2011,1,KCA,AL,68,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +collmjo01,2011,1,ARI,NL,31,40,2,6,0,0,0,1,0,0,2,16,0,1,4,0,0 +colonba01,2011,1,NYA,AL,29,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +colvity01,2011,1,CHN,NL,80,206,17,31,8,3,6,20,0,0,14,58,3,0,1,1,2 +congeha01,2011,1,LAA,AL,59,177,14,37,8,0,6,19,0,0,17,37,2,1,2,0,2 +conrabr01,2011,1,ATL,NL,92,103,11,23,5,0,4,13,2,0,15,41,2,1,2,1,0 +constjo01,2011,1,ATL,NL,42,109,21,33,1,1,2,10,7,4,6,14,0,0,4,0,1 +contrjo01,2011,1,PHI,NL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cookaa01,2011,1,COL,NL,23,34,1,5,0,0,0,2,0,0,0,11,0,0,1,0,0 +cookry01,2011,1,ARI,NL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +coopeda01,2011,1,TOR,AL,27,71,9,15,7,0,2,12,0,0,7,14,0,1,0,2,2 +coraal01,2011,1,WAS,NL,91,156,12,35,6,1,0,6,2,0,12,23,0,2,1,1,4 +cordefr01,2011,1,CIN,NL,68,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cormila01,2011,1,LAN,NL,9,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +corpoca01,2011,1,HOU,NL,52,154,9,29,8,1,0,11,0,0,10,49,4,4,3,2,5 +correke01,2011,1,PIT,NL,27,46,0,4,2,0,0,3,0,0,1,19,0,0,8,0,0 +corteda02,2011,1,SEA,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +counscr01,2011,1,MIL,NL,107,157,19,28,2,1,1,9,2,1,20,21,2,3,5,2,1 +cousisc01,2011,1,FLO,NL,48,52,5,7,1,0,1,4,1,1,6,21,0,0,0,0,0 +cowgico01,2011,1,ARI,NL,36,92,8,22,3,0,1,9,4,2,8,28,1,0,0,0,0 +cozarza01,2011,1,CIN,NL,11,37,6,12,0,0,2,3,0,0,0,6,0,0,1,0,2 +craigal01,2011,1,SLN,NL,75,200,33,63,15,0,11,40,5,0,15,40,0,1,1,2,7 +crainje01,2011,1,CHA,AL,67,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cramebo01,2011,1,OAK,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +crawfbr01,2011,1,SFN,NL,66,196,22,40,5,2,3,21,1,3,23,31,1,0,1,0,4 +crawfca02,2011,1,BOS,AL,130,506,65,129,29,7,11,56,18,6,23,104,1,3,2,4,7 +crispco01,2011,1,OAK,AL,136,531,69,140,27,5,8,54,49,9,41,65,2,1,4,6,11 +crottmi01,2011,1,PIT,NL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +crowaa01,2011,1,KCA,AL,57,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +crowetr01,2011,1,CLE,AL,15,28,6,6,1,0,0,2,3,0,4,9,0,0,0,0,1 +cruzju02,2011,1,TBA,AL,56,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cruzne02,2011,1,TEX,AL,124,475,64,125,28,1,29,87,9,5,33,116,1,2,0,3,8 +cruzto03,2011,1,SLN,NL,38,65,8,17,5,0,0,6,0,1,6,13,1,1,0,0,1 +cuddymi01,2011,1,MIN,AL,139,529,70,150,29,2,20,70,11,1,48,95,3,4,0,3,18 +cuetojo01,2011,1,CIN,NL,24,47,3,3,0,0,0,0,0,0,2,11,0,0,7,0,0 +cunniaa01,2011,1,SDN,NL,52,90,12,16,6,1,3,9,1,0,9,17,0,1,0,1,2 +custja01,2011,1,SEA,AL,67,225,19,48,15,1,3,23,0,0,44,87,2,1,0,0,3 +daleyma01,2011,1,COL,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +damonjo01,2011,1,TBA,AL,150,582,79,152,29,7,16,73,19,6,51,92,1,7,2,5,4 +danksjo01,2011,1,CHA,AL,27,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +darnach01,2011,1,PIT,NL,48,143,17,31,6,2,0,6,12,2,4,36,0,1,2,1,3 +darneja01,2011,1,SDN,NL,18,45,2,10,2,0,1,7,1,0,5,7,0,0,1,1,6 +davieky01,2011,1,KCA,AL,13,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +davisbl01,2011,1,BAL,AL,25,59,6,15,3,1,1,6,1,1,6,13,0,0,0,0,1 +davisch02,2011,1,TEX,AL,28,76,9,19,3,0,3,6,0,0,5,24,0,0,0,0,2 +davisch02,2011,2,BAL,AL,31,123,16,34,9,0,2,13,1,0,6,39,1,0,0,0,2 +davisdo02,2011,1,CHN,NL,9,10,0,0,0,0,0,0,0,0,0,4,0,0,3,0,0 +davisik02,2011,1,NYN,NL,36,129,20,39,8,1,7,25,0,0,17,31,3,1,0,2,5 +davisra01,2011,1,TOR,AL,95,320,44,76,21,6,1,29,34,11,15,63,0,1,1,1,4 +daviswa01,2011,1,TBA,AL,30,2,0,1,0,0,0,0,0,0,0,1,0,0,2,0,0 +deazaal01,2011,1,CHA,AL,54,152,29,50,11,3,4,23,12,5,17,34,1,1,1,0,2 +dedunsa01,2011,1,SDN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +defraju01,2011,1,PHI,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dejesda01,2011,1,OAK,AL,131,442,60,106,20,5,10,46,4,3,45,86,1,11,4,4,14 +dejesiv02,2011,1,LAN,NL,17,32,2,6,0,0,0,1,0,0,2,11,0,0,1,0,1 +delabst01,2011,1,SEA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +delaceu01,2011,1,MIL,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +delanro01,2011,1,TBA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +delarda01,2011,1,TBA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +delarjo01,2011,1,COL,NL,10,21,1,5,0,0,0,3,0,0,0,10,0,0,2,0,0 +delarru01,2011,1,LAN,NL,13,14,1,3,0,0,0,0,0,0,1,1,0,0,1,0,0 +delgara01,2011,1,ATL,NL,7,10,0,0,0,0,0,0,0,0,0,6,0,0,1,0,0 +delosfa01,2011,1,OAK,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +delroen01,2011,1,HOU,NL,54,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +demelsa01,2011,1,ARI,NL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dempsry01,2011,1,CHN,NL,35,58,1,5,0,0,0,0,0,0,1,19,0,0,10,0,0 +denorch01,2011,1,SDN,NL,111,307,38,85,13,2,5,19,11,6,28,49,1,1,2,2,10 +derosma01,2011,1,SFN,NL,47,86,9,24,2,0,0,12,1,1,8,18,0,2,0,1,4 +descada01,2011,1,SLN,NL,148,326,35,86,20,3,1,28,2,2,33,65,9,3,10,3,3 +desmoia01,2011,1,WAS,NL,154,584,65,148,27,5,8,49,25,10,35,139,2,4,11,5,9 +detwiro01,2011,1,WAS,NL,15,19,0,2,0,0,0,1,0,0,0,3,0,0,3,0,0 +devinjo01,2011,1,OAK,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dewitbl01,2011,1,CHN,NL,121,230,21,61,11,4,5,26,1,0,12,31,1,1,0,0,6 +diamosc01,2011,1,MIN,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +diazma02,2011,1,PIT,NL,100,216,14,56,12,1,0,19,4,2,11,44,0,3,0,1,8 +diazma02,2011,2,ATL,NL,16,35,2,10,1,0,0,1,1,0,1,8,0,0,0,1,3 +dickech01,2011,1,NYA,AL,60,50,9,13,2,0,1,7,4,0,2,17,0,1,1,1,1 +dickera01,2011,1,NYN,NL,33,59,0,8,0,0,0,2,0,0,1,11,0,0,9,0,1 +dicksbr01,2011,1,SLN,NL,4,3,2,2,0,0,0,0,0,0,0,1,0,0,0,0,0 +difelma01,2011,1,MIL,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dillati01,2011,1,MIL,NL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dinkebr01,2011,1,MIN,AL,23,73,5,22,1,0,0,4,2,0,4,14,2,1,0,0,0 +dirksan01,2011,1,DET,AL,78,219,34,55,13,0,7,28,5,2,11,36,1,3,2,0,3 +dobbsgr01,2011,1,FLO,NL,134,411,38,113,23,0,8,49,0,0,22,83,3,1,2,3,12 +dolisra01,2011,1,CHN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dominma01,2011,1,FLO,NL,17,45,2,11,4,0,0,2,0,0,2,8,0,1,0,0,2 +donalja01,2011,1,CLE,AL,39,132,13,42,6,1,1,8,3,2,7,35,0,3,0,1,2 +doteloc01,2011,1,TOR,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +doteloc01,2011,2,SLN,NL,29,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +doubrfe01,2011,1,BOS,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +doumiry01,2011,1,PIT,NL,77,218,17,66,12,1,8,30,0,1,16,35,0,1,1,0,5 +downsma01,2011,1,HOU,NL,106,199,29,55,18,0,10,41,0,0,17,47,0,5,0,1,3 +downssc01,2011,1,LAA,AL,60,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +drabeky01,2011,1,TOR,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +drewjd01,2011,1,BOS,AL,81,248,23,55,6,1,4,22,0,1,33,58,4,2,0,3,2 +drewst01,2011,1,ARI,NL,86,321,44,81,21,5,5,45,4,4,30,74,0,1,1,1,3 +dudalu01,2011,1,NYN,NL,100,301,38,88,21,3,10,50,1,0,33,57,3,7,1,5,5 +duensbr01,2011,1,MIN,AL,33,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +duffyda01,2011,1,KCA,AL,20,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +dukeza01,2011,1,ARI,NL,21,20,3,6,0,0,2,6,0,0,1,7,0,0,2,0,0 +dumatph01,2011,1,MIN,AL,45,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +duncash01,2011,1,CLE,AL,76,223,29,58,17,0,11,47,0,1,19,56,1,3,0,2,7 +dunnad01,2011,1,CHA,AL,122,415,36,66,16,0,11,42,0,1,75,177,0,4,0,2,10 +dunnmi01,2011,1,FLO,NL,72,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +duranlu01,2011,1,HOU,NL,2,6,0,1,0,0,0,1,0,0,1,1,0,0,0,0,0 +durbich01,2011,1,CLE,AL,56,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dysonja01,2011,1,KCA,AL,26,44,8,9,1,0,0,3,11,1,7,14,0,0,1,1,0 +edlefst01,2011,1,SFN,NL,13,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +ekstrmi01,2011,1,TBA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +elbersc01,2011,1,LAN,NL,47,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ellisaj01,2011,1,LAN,NL,31,85,8,23,1,1,2,11,0,1,14,16,0,3,1,0,2 +ellisma01,2011,1,OAK,AL,62,217,21,47,11,1,1,16,7,2,8,32,0,3,4,1,3 +ellisma01,2011,2,COL,NL,70,263,34,72,13,0,6,25,7,3,14,43,0,3,5,1,5 +ellsbja01,2011,1,BOS,AL,158,660,119,212,46,5,32,105,39,15,52,98,1,9,3,5,8 +elyjo01,2011,1,LAN,NL,5,3,0,0,0,0,0,0,0,1,1,2,0,0,0,0,0 +emausbr01,2011,1,NYN,NL,14,37,2,6,0,0,0,1,0,0,4,9,1,1,0,0,3 +encared01,2011,1,TOR,AL,134,481,70,131,36,0,17,55,8,2,43,77,2,3,0,3,17 +enrigba01,2011,1,ARI,NL,8,12,1,2,0,0,1,2,0,0,2,2,0,0,1,0,2 +eovalna01,2011,1,LAN,NL,10,11,1,1,0,0,0,0,0,0,1,9,0,0,0,0,0 +eppleco01,2011,1,TEX,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +escaled01,2011,1,COL,NL,14,3,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +escalse01,2011,1,HOU,NL,49,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +escobal02,2011,1,KCA,AL,158,548,69,139,21,8,4,46,26,9,25,73,1,4,18,3,10 +escobed01,2011,1,CHA,AL,9,7,0,2,0,0,0,0,0,0,0,1,0,0,0,0,0 +escobyu01,2011,1,TOR,AL,133,513,77,149,24,3,11,48,3,3,61,70,1,6,5,5,14 +espinda01,2011,1,WAS,NL,158,573,72,135,29,5,21,66,17,6,57,166,4,19,5,4,6 +estrama01,2011,1,MIL,NL,43,12,1,3,1,0,0,0,0,0,0,5,0,0,4,0,0 +ethiean01,2011,1,LAN,NL,135,487,67,142,30,0,11,62,0,1,58,103,9,3,0,3,8 +evansni01,2011,1,NYN,NL,59,176,26,45,10,2,4,25,0,1,15,48,0,1,0,2,6 +evelada01,2011,1,LAN,NL,5,9,0,0,0,0,0,0,0,0,1,7,0,0,1,0,0 +everead01,2011,1,CLE,AL,34,60,9,13,1,0,0,1,1,0,5,14,0,0,2,0,0 +eyrewi01,2011,1,BAL,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +farnsky01,2011,1,TBA,AL,63,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +farquda01,2011,1,TOR,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +farrier01,2011,1,MIL,NL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +federti01,2011,1,LAN,NL,7,13,0,2,0,0,0,1,0,0,2,4,0,1,0,0,0 +feldmsc01,2011,1,TEX,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +felizne01,2011,1,TEX,AL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fieldpr01,2011,1,MIL,NL,162,569,95,170,36,1,38,120,1,1,107,106,32,10,0,6,17 +fieldth01,2011,1,COL,NL,16,48,4,13,0,0,0,3,0,0,3,14,0,0,0,0,1 +fiersmi01,2011,1,MIL,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +figgich01,2011,1,SEA,AL,81,288,24,54,11,1,1,15,11,6,21,42,1,0,2,2,6 +figuene01,2011,1,HOU,NL,8,9,0,2,0,0,0,0,0,0,0,2,0,0,1,0,0 +fisheca01,2011,1,CIN,NL,17,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +fistedo01,2011,1,SEA,AL,21,6,1,2,1,0,0,1,0,0,0,1,0,0,1,0,0 +fistedo01,2011,2,DET,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +floreje02,2011,1,WAS,NL,30,86,5,18,6,0,1,2,0,0,5,27,2,0,0,0,1 +floripe01,2011,1,BAL,AL,4,8,1,1,1,0,0,2,0,0,1,6,0,0,1,0,0 +flowety01,2011,1,CHA,AL,38,110,13,23,5,1,5,16,0,1,14,38,0,3,0,2,2 +floydga01,2011,1,CHA,AL,31,3,0,0,0,0,0,0,0,0,1,1,0,0,1,0,0 +fontemi01,2011,1,SFN,NL,85,220,22,50,15,3,4,21,5,1,25,48,3,1,2,4,3 +fordda03,2011,1,SFN,NL,26,14,7,4,0,0,0,0,7,5,1,5,0,1,0,0,0 +forsylo01,2011,1,SDN,NL,62,150,12,32,9,1,0,12,3,1,12,33,3,3,2,2,3 +fowlede01,2011,1,COL,NL,125,481,84,128,35,15,5,45,12,9,68,130,3,6,7,1,6 +foxja02,2011,1,BAL,AL,27,61,8,15,4,1,2,6,0,0,4,8,0,2,0,0,4 +francbe01,2011,1,PHI,NL,100,250,24,61,10,1,6,34,4,4,33,42,1,5,2,3,5 +francfr01,2011,1,TOR,AL,54,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +francje01,2011,1,KCA,AL,31,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +francje02,2011,1,KCA,AL,153,601,77,171,47,4,20,87,22,10,37,123,3,8,0,10,17 +francju02,2011,1,CIN,NL,31,93,10,24,7,1,3,15,1,0,4,24,1,0,0,0,1 +frankry01,2011,1,SLN,NL,21,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +frasoja01,2011,1,TOR,AL,44,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +frasoja01,2011,2,CHA,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +frazito01,2011,1,CIN,NL,41,112,17,26,5,0,6,15,1,0,7,27,0,2,0,0,2 +freemfr01,2011,1,ATL,NL,157,571,67,161,32,0,21,76,4,4,53,142,3,6,0,5,15 +freesda01,2011,1,SLN,NL,97,333,41,99,16,1,10,55,1,0,24,75,0,4,0,2,18 +frierer01,2011,1,SDN,NL,59,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fryerer01,2011,1,PIT,NL,10,26,5,7,0,0,0,0,1,1,3,7,1,0,0,0,0 +fuentbr01,2011,1,OAK,AL,67,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fukudko01,2011,1,CHN,NL,87,293,33,80,15,2,3,13,2,2,46,57,1,1,5,0,2 +fukudko01,2011,2,CLE,AL,59,237,26,59,12,1,5,22,2,4,15,53,3,3,1,2,6 +fulchje01,2011,1,HOU,NL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fulchje01,2011,2,SDN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fuldsa01,2011,1,TBA,AL,105,308,41,74,18,5,3,27,20,8,32,49,0,1,4,1,3 +furbuch01,2011,1,DET,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +furbuch01,2011,2,SEA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +furcara01,2011,1,LAN,NL,37,137,15,27,4,0,1,12,5,3,11,21,0,3,1,0,0 +furcara01,2011,2,SLN,NL,50,196,29,50,11,0,7,16,4,2,17,18,0,1,2,1,3 +galarar01,2011,1,ARI,NL,8,15,0,0,0,0,0,1,0,0,0,7,0,0,1,0,0 +gallayo01,2011,1,MIL,NL,33,68,10,15,4,0,1,4,0,0,3,24,0,0,7,0,0 +gamelma01,2011,1,MIL,NL,10,26,1,3,1,0,0,2,0,0,1,4,0,0,0,0,1 +garcifr02,2011,1,NYA,AL,26,5,0,0,0,0,0,0,0,0,0,0,0,0,3,0,0 +garcija01,2011,1,SFN,NL,49,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +garcija02,2011,1,SLN,NL,32,62,3,6,0,0,1,6,0,0,1,18,0,0,5,0,1 +gardnbr01,2011,1,NYA,AL,159,510,87,132,19,8,7,36,49,13,60,93,1,8,8,2,5 +garlajo01,2011,1,LAN,NL,9,11,1,0,0,0,0,0,0,0,1,3,0,0,4,0,0 +garneco01,2011,1,COL,NL,4,9,1,2,0,0,0,3,0,0,1,6,0,0,0,0,0 +garrist01,2011,1,NYA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +garzama01,2011,1,CHN,NL,31,64,2,6,0,0,0,1,0,0,1,42,0,1,5,0,1 +gathrjo01,2011,1,BOS,AL,7,0,1,0,0,0,0,0,1,1,1,0,0,0,0,0,0 +gaubjo01,2011,1,CHN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gaudich01,2011,1,WAS,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gearrco01,2011,1,ATL,NL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +geedi01,2011,1,NYN,NL,30,46,3,5,0,0,0,4,0,0,2,22,0,1,8,1,1 +gentrcr01,2011,1,TEX,AL,64,133,26,36,5,1,1,13,18,0,10,27,1,6,3,1,2 +germaes01,2011,1,TEX,AL,11,11,6,5,1,0,1,4,1,0,1,1,0,0,0,1,0 +germaju01,2011,1,CLE,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +getzch01,2011,1,KCA,AL,118,380,50,97,6,3,0,26,21,7,30,45,0,3,14,2,5 +giambja01,2011,1,COL,NL,64,131,20,34,6,0,13,32,0,0,17,45,0,3,0,1,1 +giavojo01,2011,1,KCA,AL,46,178,20,44,9,4,2,21,5,2,6,32,0,1,0,2,4 +gibboja01,2011,1,LAN,NL,24,55,5,14,2,0,1,5,0,0,5,14,1,1,0,1,0 +gillaco01,2011,1,SFN,NL,15,19,2,5,0,0,1,2,0,0,2,1,0,0,0,0,0 +gilleco01,2011,1,ARI,NL,5,6,2,2,0,0,1,4,0,0,1,1,0,0,0,0,0 +gimench01,2011,1,SEA,AL,24,59,6,12,1,0,1,6,0,1,10,13,0,0,0,1,1 +gimenhe01,2011,1,LAN,NL,4,7,0,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +gloadro01,2011,1,PHI,NL,93,113,3,29,8,0,0,8,0,0,3,23,0,0,0,0,2 +godfrgr01,2011,1,OAK,AL,5,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +goldspa01,2011,1,ARI,NL,48,156,28,39,9,1,8,26,4,0,20,53,0,0,0,1,4 +golsogr01,2011,1,NYA,AL,9,11,1,2,0,0,0,0,1,0,1,2,0,0,0,0,0 +gomesbr01,2011,1,TBA,AL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gomesjo01,2011,1,CIN,NL,77,218,30,46,8,0,11,31,5,3,38,74,1,5,0,4,1 +gomesjo01,2011,2,WAS,NL,43,93,11,19,4,1,3,12,2,0,10,31,0,3,0,1,1 +gomezca01,2011,1,MIL,NL,94,231,37,52,11,3,8,24,16,2,15,64,0,2,8,2,2 +gomezhe01,2011,1,COL,NL,2,6,1,2,0,0,0,0,0,0,1,2,1,0,0,0,0 +gomezje01,2011,1,CLE,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gonzaad01,2011,1,BOS,AL,159,630,108,213,45,3,27,117,1,0,74,119,20,6,0,5,28 +gonzaal02,2011,1,ATL,NL,149,564,59,136,27,1,15,56,2,0,22,126,1,1,4,2,19 +gonzaal03,2011,1,SDN,NL,102,247,18,53,10,2,1,32,1,2,13,37,3,2,1,4,5 +gonzaca01,2011,1,COL,NL,127,481,92,142,27,3,26,92,20,5,48,105,8,7,0,6,11 +gonzaed01,2011,1,COL,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gonzaen01,2011,1,DET,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gonzagi01,2011,1,OAK,AL,32,3,0,0,0,0,0,0,0,0,0,1,0,0,2,0,0 +gonzami02,2011,1,BAL,AL,49,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gonzami02,2011,2,TEX,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gordoal01,2011,1,KCA,AL,151,611,101,185,45,4,23,87,17,8,67,139,2,7,0,3,9 +gordobr01,2011,1,NYA,AL,2,1,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +gordode01,2011,1,LAN,NL,56,224,34,68,9,2,0,11,24,7,7,27,0,0,2,0,1 +gorzeto01,2011,1,WAS,NL,30,28,2,3,0,0,0,1,0,0,2,13,0,0,3,0,0 +grabojo02,2011,1,CHN,NL,58,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grandcu01,2011,1,NYA,AL,156,583,136,153,26,10,41,119,25,10,85,169,0,12,4,7,12 +grayje02,2011,1,CHA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grayje02,2011,2,SEA,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +greense01,2011,1,MIL,NL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +greenta01,2011,1,MIL,NL,20,37,2,10,3,0,0,1,0,0,0,6,0,0,0,0,1 +greenty02,2011,1,SLN,NL,58,104,22,22,5,0,1,11,11,0,13,31,2,4,0,0,3 +gregelu01,2011,1,SDN,NL,61,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +greggke01,2011,1,BAL,AL,63,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +greinza01,2011,1,MIL,NL,29,49,6,7,0,0,1,1,1,0,3,9,0,0,7,0,0 +grillja01,2011,1,PIT,NL,28,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +guerrja01,2011,1,LAN,NL,47,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +guerrma02,2011,1,LAN,NL,70,0,0,0,0,0,0,1,0,0,1,0,0,0,0,0,0 +guerrvl01,2011,1,BAL,AL,145,562,60,163,30,1,13,63,2,2,17,56,3,7,0,4,23 +guillca01,2011,1,DET,AL,28,95,8,22,2,1,3,13,1,1,5,16,0,0,0,2,4 +guthrje01,2011,1,BAL,AL,35,5,0,1,1,0,0,0,0,0,0,2,0,0,0,0,0 +gutiefr01,2011,1,SEA,AL,92,322,26,72,13,0,1,19,13,2,16,56,1,1,3,2,6 +gutieju01,2011,1,ARI,NL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guyerbr01,2011,1,TBA,AL,15,41,7,8,1,0,2,3,0,0,1,9,0,0,1,0,1 +guzmaje01,2011,1,SDN,NL,76,247,33,77,22,2,5,44,9,2,22,43,2,1,0,1,6 +gwynnto02,2011,1,LAN,NL,136,312,37,80,12,6,2,22,22,6,23,61,1,1,2,2,2 +hackeer01,2011,1,MIN,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hafnetr01,2011,1,CLE,AL,94,325,41,91,16,0,13,57,0,0,36,78,5,6,0,1,7 +hagadni01,2011,1,CLE,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hairsje02,2011,1,WAS,NL,75,213,25,57,11,1,4,24,2,2,22,30,1,2,1,0,3 +hairsje02,2011,2,MIL,NL,45,124,18,34,10,0,1,7,1,0,11,16,0,3,0,0,4 +hairssc01,2011,1,NYN,NL,79,132,20,31,8,1,7,24,1,1,11,34,2,2,0,0,2 +hallaro01,2011,1,PHI,NL,32,74,3,9,2,0,0,3,0,0,2,35,0,0,16,0,1 +hallbi03,2011,1,HOU,NL,46,147,18,33,7,2,2,13,1,1,8,55,1,2,0,1,1 +hallbi03,2011,2,SFN,NL,16,38,6,6,2,0,0,1,2,1,3,8,0,0,0,0,2 +halmagr01,2011,1,SEA,AL,35,87,7,20,2,1,2,6,5,1,2,32,0,1,1,0,2 +hambuma01,2011,1,TEX,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hamelco01,2011,1,PHI,NL,33,69,2,11,0,1,0,3,0,1,3,33,0,0,3,0,2 +hamiljo03,2011,1,TEX,AL,121,487,80,145,31,5,25,94,8,1,39,93,13,2,0,10,8 +hamilma01,2011,1,SLN,NL,38,47,5,10,3,0,0,4,0,0,4,16,0,0,0,0,1 +hammeja01,2011,1,COL,NL,33,46,3,7,1,0,1,4,0,0,1,15,0,0,14,0,0 +hammoro01,2011,1,ARI,NL,2,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hamreer01,2011,1,SDN,NL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +handbr01,2011,1,FLO,NL,12,17,1,2,0,0,0,1,0,0,0,7,0,0,3,0,0 +hanigry01,2011,1,CIN,NL,91,266,27,71,6,0,6,31,0,0,35,32,3,2,1,0,3 +hannaja01,2011,1,CLE,AL,110,320,38,80,16,2,8,40,2,1,38,80,0,2,4,2,7 +hanrajo01,2011,1,PIT,NL,70,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hansoto01,2011,1,ATL,NL,22,39,0,2,0,0,0,0,0,0,0,15,0,0,6,0,1 +happja01,2011,1,HOU,NL,29,43,3,7,1,0,1,4,0,0,3,17,0,0,7,0,0 +haranaa01,2011,1,SDN,NL,28,56,3,5,1,0,0,1,0,0,0,23,0,0,6,0,0 +harderi01,2011,1,OAK,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hardyjj01,2011,1,BAL,AL,129,527,76,142,27,0,30,80,0,0,31,92,3,2,2,5,10 +harenda01,2011,1,LAA,AL,35,3,0,1,0,0,0,1,0,0,0,1,0,0,1,0,0 +harrelu01,2011,1,CHA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +harrelu01,2011,2,HOU,NL,6,3,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +harrijo05,2011,1,PIT,NL,65,195,21,53,13,2,1,16,4,1,3,24,0,0,5,1,6 +harrima01,2011,1,TEX,AL,31,9,0,0,0,0,0,0,0,0,0,6,0,0,0,0,0 +harriwi01,2011,1,NYN,NL,126,240,36,59,11,0,2,23,5,4,36,62,3,4,1,2,6 +hartco01,2011,1,MIL,NL,130,492,80,140,25,4,26,63,7,6,51,114,1,4,3,1,12 +hatchch02,2011,1,FLO,NL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hawkila01,2011,1,MIL,NL,52,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hawksbl01,2011,1,LAN,NL,49,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +hawpebr01,2011,1,SDN,NL,62,195,19,45,10,0,4,19,0,0,19,68,2,1,0,1,7 +hayesbr01,2011,1,FLO,NL,64,130,19,30,9,0,5,16,0,0,11,39,2,0,3,0,2 +headje01,2011,1,CLE,AL,10,24,2,3,1,0,0,1,1,0,0,5,0,1,0,0,0 +headlch01,2011,1,SDN,NL,113,381,43,110,28,1,4,44,13,2,52,92,8,2,1,3,6 +heilmaa01,2011,1,ARI,NL,32,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +heisech01,2011,1,CIN,NL,120,279,44,71,9,1,18,50,6,1,19,78,3,5,1,4,1 +hellije01,2011,1,TBA,AL,29,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +helmswe01,2011,1,FLO,NL,69,110,10,21,5,0,0,6,0,0,11,35,1,2,1,0,2 +heltoto01,2011,1,COL,NL,124,421,59,127,27,0,14,69,0,1,59,71,5,3,0,8,6 +hendrli01,2011,1,MIN,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hendrma01,2011,1,BAL,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +henslcl01,2011,1,FLO,NL,37,14,0,0,0,0,0,0,0,0,1,5,0,0,2,0,0 +hermije01,2011,1,CIN,NL,10,18,2,2,0,0,1,3,0,0,0,7,0,0,0,0,0 +hermije01,2011,2,SDN,NL,20,40,3,9,2,1,1,6,0,0,7,19,0,1,0,0,0 +hernada01,2011,1,ARI,NL,74,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hernadi01,2011,1,ATL,NL,22,33,4,7,1,0,1,4,0,0,0,5,0,0,2,0,0 +hernafe02,2011,1,SEA,AL,33,7,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +hernali01,2011,1,WAS,NL,31,46,3,10,1,0,0,7,0,0,0,2,0,0,15,0,0 +hernara02,2011,1,CIN,NL,91,298,28,84,13,0,12,36,0,0,23,41,6,5,0,2,11 +herndda01,2011,1,PHI,NL,45,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +herreda01,2011,1,MIL,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +herreda01,2011,2,NYN,NL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +herrejo03,2011,1,COL,NL,104,281,28,68,5,1,3,14,4,4,28,40,0,1,10,0,7 +herreke01,2011,1,KCA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +herrmfr01,2011,1,CLE,AL,40,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +heywaja01,2011,1,ATL,NL,128,396,50,90,18,2,14,42,9,2,51,93,4,4,0,3,7 +hicksbr01,2011,1,ATL,NL,17,21,1,1,0,0,0,1,0,0,1,9,0,0,0,0,0 +hillaa01,2011,1,TOR,AL,104,396,38,89,15,1,6,45,16,3,23,53,1,4,0,6,8 +hillaa01,2011,2,ARI,NL,33,124,23,39,12,2,2,16,5,4,12,19,0,3,2,1,2 +hillko01,2011,1,CHN,NL,46,134,15,26,3,1,2,9,1,0,14,40,3,0,4,1,3 +hillri01,2011,1,BOS,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hinsker01,2011,1,ATL,NL,117,236,24,55,10,0,10,28,0,1,26,71,1,1,0,1,5 +hochelu01,2011,1,KCA,AL,31,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +hoeyja02,2011,1,MIN,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hoffmja01,2011,1,LAN,NL,2,4,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +hollade01,2011,1,TEX,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hollagr01,2011,1,KCA,AL,46,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hollima01,2011,1,SLN,NL,124,446,83,132,36,0,22,75,2,1,60,93,4,8,0,2,21 +holmst01,2011,1,MIN,AL,6,17,1,2,1,0,0,0,0,0,1,4,0,0,0,0,0 +horstje01,2011,1,CIN,NL,12,1,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0 +hosmeer01,2011,1,KCA,AL,128,523,66,153,27,3,19,78,11,5,34,82,7,1,0,5,13 +hottoto01,2011,1,BOS,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +howarry01,2011,1,PHI,NL,152,557,81,141,30,1,33,116,1,0,75,172,16,7,0,5,10 +howeljp01,2011,1,TBA,AL,46,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +huch01,2011,1,NYN,NL,22,20,2,1,0,0,0,1,1,0,1,11,0,0,1,1,0 +hudsoda01,2011,1,ARI,NL,33,65,5,18,3,0,1,14,0,0,3,21,0,0,11,0,2 +hudsoky01,2011,1,BAL,AL,14,28,3,4,0,0,0,2,2,0,0,6,0,0,1,0,3 +hudsoor01,2011,1,SDN,NL,119,398,54,98,15,3,7,43,19,3,49,84,6,2,1,4,5 +hudsoti01,2011,1,ATL,NL,33,69,4,8,1,0,1,4,0,0,4,20,0,0,7,0,1 +huffau01,2011,1,SFN,NL,150,521,45,128,27,1,12,59,5,3,47,90,6,2,0,9,11 +huffda01,2011,1,CLE,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hughedu01,2011,1,MIN,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hugheja02,2011,1,PIT,NL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hughelu01,2011,1,MIN,AL,96,287,31,64,12,0,7,30,3,2,24,79,0,3,2,1,2 +hugheph01,2011,1,NYA,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +humbeph01,2011,1,CHA,AL,28,5,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +hundlni01,2011,1,SDN,NL,82,281,34,81,16,5,9,29,1,1,22,74,3,4,0,1,3 +huntece01,2011,1,SDN,NL,6,4,1,1,0,0,0,0,0,1,1,0,0,0,0,0,0 +hunteto01,2011,1,LAA,AL,156,580,80,152,24,2,23,82,5,7,62,125,2,4,0,3,24 +hunteto02,2011,1,TEX,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hunteto02,2011,2,BAL,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +iannech01,2011,1,COL,NL,112,345,51,82,17,1,14,55,6,3,70,89,5,5,2,4,10 +ibanera01,2011,1,PHI,NL,144,535,65,131,31,1,20,84,2,0,33,106,3,2,0,5,13 +igarary01,2011,1,NYN,NL,45,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +iglesjo01,2011,1,BOS,AL,10,6,3,2,0,0,0,0,0,0,0,2,0,0,0,0,0 +infanom01,2011,1,FLO,NL,148,579,55,160,24,8,7,49,4,2,34,67,1,2,17,8,12 +ingebr01,2011,1,DET,AL,102,269,29,53,10,2,3,23,1,1,24,74,0,2,5,3,9 +inglejo01,2011,1,HOU,NL,20,27,3,6,1,0,0,1,0,0,0,7,0,0,0,0,0 +isrinja01,2011,1,NYN,NL,53,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +izturce01,2011,1,BAL,AL,18,30,4,6,0,0,0,1,0,0,2,10,0,0,1,0,0 +izturma01,2011,1,LAA,AL,122,449,51,124,35,0,5,38,9,6,33,65,3,8,0,4,6 +jacksau01,2011,1,DET,AL,153,591,90,147,22,11,10,45,22,5,56,181,3,4,14,3,11 +jacksco01,2011,1,OAK,AL,102,333,30,83,17,1,4,38,3,1,30,50,0,3,0,2,12 +jacksco01,2011,2,BOS,AL,12,19,2,3,0,0,1,5,0,0,2,3,0,0,0,1,1 +jacksed01,2011,1,CHA,AL,19,4,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +jacksed01,2011,2,SLN,NL,13,26,2,8,0,0,0,2,0,1,1,8,0,0,2,1,0 +jakubch01,2011,1,BAL,AL,34,3,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0 +jamesch03,2011,1,MIN,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +janispa01,2011,1,CIN,NL,114,336,27,72,14,1,0,23,3,2,18,46,1,4,3,5,7 +janseke01,2011,1,LAN,NL,51,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +janssca01,2011,1,TOR,AL,55,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jaramja01,2011,1,PIT,NL,23,43,1,14,3,0,0,6,1,0,2,12,0,0,0,0,1 +jasojo01,2011,1,TBA,AL,89,246,26,55,15,1,5,27,1,2,25,36,0,1,1,0,9 +jayjo02,2011,1,SLN,NL,159,455,56,135,24,2,10,37,6,7,28,81,1,7,9,4,11 +jeffrje01,2011,1,KCA,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jenksbo01,2011,1,BOS,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jennide01,2011,1,TBA,AL,63,247,44,64,9,4,10,25,20,6,31,59,1,6,3,0,1 +jepseke01,2011,1,LAA,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jeterde01,2011,1,NYA,AL,131,546,84,162,24,4,6,61,16,6,46,81,0,6,4,5,10 +jimence01,2011,1,SEA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jimenub01,2011,1,COL,NL,21,35,0,4,0,0,0,3,0,0,2,18,0,0,5,0,1 +jimenub01,2011,2,CLE,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +joaquwa01,2011,1,SFN,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnsal02,2011,1,COL,NL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +johnsch05,2011,1,HOU,NL,107,378,32,95,21,3,7,42,2,2,16,97,3,7,0,4,2 +johnsda06,2011,1,TBA,AL,31,84,7,10,1,0,2,4,0,0,6,18,0,1,0,0,3 +johnsel02,2011,1,TBA,AL,70,160,20,31,7,2,4,17,6,7,14,53,0,0,6,1,3 +johnsji04,2011,1,BAL,AL,69,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnsjo09,2011,1,FLO,NL,9,19,1,3,0,0,0,4,0,0,2,10,0,0,2,0,1 +johnske05,2011,1,ARI,NL,114,430,59,90,23,5,18,49,13,3,44,132,2,3,4,0,3 +johnske05,2011,2,TOR,AL,33,115,16,31,4,2,3,9,3,3,16,31,0,1,0,0,0 +johnsre02,2011,1,CHN,NL,111,246,33,76,22,1,5,28,2,1,5,63,1,11,2,2,4 +johnsro07,2011,1,SDN,NL,67,179,9,34,6,1,3,16,3,0,14,58,1,3,2,1,3 +jonesad01,2011,1,BAL,AL,151,567,68,159,26,2,25,83,12,4,29,113,2,9,1,12,16 +jonesan01,2011,1,NYA,AL,77,190,27,47,8,0,13,33,0,0,29,62,0,3,0,0,3 +jonesch06,2011,1,ATL,NL,126,455,56,125,33,1,18,70,2,2,51,80,10,0,0,6,10 +jonesga02,2011,1,PIT,NL,148,423,51,103,30,1,16,58,6,3,48,104,2,2,0,4,7 +joycema01,2011,1,TBA,AL,141,462,69,128,32,2,19,75,13,1,49,106,9,4,0,7,7 +judyjo01,2011,1,CLE,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jurrjja01,2011,1,ATL,NL,23,47,0,5,0,0,0,1,0,0,1,13,0,0,7,0,3 +kaaihki01,2011,1,KCA,AL,23,82,6,16,4,0,2,6,0,0,12,26,0,0,1,1,3 +karstje01,2011,1,PIT,NL,30,48,2,5,1,0,0,2,0,0,3,28,0,0,7,0,0 +kazmisc01,2011,1,LAA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kearnau01,2011,1,CLE,AL,57,150,18,30,5,1,2,7,0,4,18,48,0,4,2,0,2 +kellesh01,2011,1,SEA,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kellydo01,2011,1,DET,AL,113,257,35,63,8,3,7,28,2,1,14,32,0,3,6,1,8 +kempma01,2011,1,LAN,NL,161,602,115,195,33,4,39,126,40,11,74,159,24,6,0,7,16 +kendrho01,2011,1,LAA,AL,140,537,86,153,30,6,18,63,14,6,33,119,3,10,3,0,18 +kendrky01,2011,1,PHI,NL,35,24,1,5,0,0,0,0,0,0,2,9,0,0,5,0,0 +kennead01,2011,1,SEA,AL,114,380,36,89,23,1,7,38,8,2,22,67,3,1,4,2,3 +kenneia01,2011,1,ARI,NL,34,61,3,8,3,0,0,4,0,0,4,24,0,1,9,0,0 +keppije01,2011,1,HOU,NL,43,163,22,50,9,0,4,20,0,1,4,7,0,0,0,2,5 +keppije01,2011,2,SFN,NL,56,216,17,55,11,0,2,15,0,0,8,17,0,2,2,2,6 +kershcl01,2011,1,LAN,NL,33,71,10,16,0,0,0,4,0,0,3,13,0,1,11,0,1 +kimbaco01,2011,1,WAS,NL,12,1,1,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +kimbrcr01,2011,1,ATL,NL,79,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kinnejo01,2011,1,CHA,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kinslia01,2011,1,TEX,AL,155,620,121,158,34,4,32,77,30,4,89,71,2,8,4,2,17 +kintzbr01,2011,1,MIL,NL,9,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +kipnija01,2011,1,CLE,AL,36,136,24,37,9,1,7,19,5,0,11,34,0,2,0,1,0 +kirkmmi01,2011,1,TEX,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +klubeco01,2011,1,CLE,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kohnmi01,2011,1,LAA,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +konerpa01,2011,1,CHA,AL,149,543,69,163,25,0,31,105,1,1,77,89,17,8,0,11,14 +kontoge01,2011,1,NYA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kotchca01,2011,1,TBA,AL,146,500,44,153,24,2,10,48,2,2,48,66,5,12,0,3,13 +kotsama01,2011,1,MIL,NL,104,233,18,63,13,1,3,31,3,0,21,27,3,0,0,1,4 +kottage01,2011,1,MIL,NL,49,111,15,28,6,1,5,17,0,1,10,26,0,0,1,1,2 +kouzmke01,2011,1,OAK,AL,46,136,13,30,6,0,4,17,2,0,8,27,0,1,0,4,2 +kouzmke01,2011,2,COL,NL,27,98,11,25,5,0,3,16,0,0,4,19,1,5,0,1,2 +kozmape01,2011,1,SLN,NL,16,17,2,3,1,0,0,1,0,0,4,4,0,0,1,0,0 +kratzer01,2011,1,PHI,NL,2,6,0,2,1,0,0,0,0,0,0,1,0,0,0,0,0 +kroenza01,2011,1,ARI,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kubelja01,2011,1,MIN,AL,99,366,37,100,21,1,12,58,1,1,32,86,2,1,0,2,8 +kuoho01,2011,1,LAN,NL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kurodhi01,2011,1,LAN,NL,32,61,2,7,0,0,0,1,0,0,4,20,0,0,6,0,0 +lackejo01,2011,1,BOS,AL,28,3,0,1,1,0,0,1,0,0,0,1,0,0,0,0,0 +laffeaa01,2011,1,SEA,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +laffeaa01,2011,2,NYA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lahaibr01,2011,1,CHN,NL,20,59,9,17,5,1,2,6,0,0,9,18,0,0,0,1,1 +lairdbr01,2011,1,NYA,AL,11,21,3,4,0,0,0,1,0,0,3,4,0,0,1,0,1 +lairdge01,2011,1,SLN,NL,37,95,11,22,7,1,1,12,1,1,9,19,3,1,2,1,3 +langery01,2011,1,SEA,AL,19,52,6,9,0,0,3,6,0,1,11,22,0,0,1,0,0 +lannajo01,2011,1,WAS,NL,33,57,3,5,0,0,1,5,0,0,3,24,0,0,5,0,0 +laporma01,2011,1,CLE,AL,107,352,34,87,23,1,11,53,1,0,23,87,1,5,0,5,2 +larocad01,2011,1,WAS,NL,43,151,15,26,4,0,3,15,1,0,25,37,0,0,0,1,2 +larocan01,2011,1,OAK,AL,40,93,10,23,6,1,0,5,0,0,8,19,1,2,1,0,6 +latosma01,2011,1,SDN,NL,31,56,3,4,1,0,1,1,0,0,1,28,0,1,5,0,3 +lavarry01,2011,1,BOS,AL,17,39,5,9,2,0,2,8,0,0,4,10,0,0,0,0,1 +lawribr01,2011,1,TOR,AL,43,150,26,44,8,4,9,25,7,1,16,31,1,3,2,0,0 +leagubr01,2011,1,SEA,AL,65,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leakemi01,2011,1,CIN,NL,38,55,7,11,2,0,0,2,0,0,1,23,0,0,10,0,3 +leblawa01,2011,1,SDN,NL,14,22,3,8,0,0,0,1,0,0,1,4,0,0,3,0,0 +lecursa01,2011,1,CIN,NL,43,9,0,1,1,0,0,0,0,0,1,5,0,0,1,0,0 +ledezwi01,2011,1,TOR,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leeca01,2011,1,HOU,NL,155,585,66,161,38,4,18,94,4,3,59,60,8,3,0,6,9 +leecl02,2011,1,PHI,NL,35,75,6,15,2,0,2,7,1,0,1,26,0,0,5,1,2 +leede02,2011,1,BAL,AL,85,334,39,82,15,1,12,41,2,1,25,83,2,3,0,2,13 +leede02,2011,2,PIT,NL,28,101,16,34,2,1,7,18,0,0,8,27,0,3,0,1,1 +lemahdj01,2011,1,CHN,NL,37,60,3,15,2,0,0,4,0,0,1,12,0,0,1,0,2 +lerouch01,2011,1,PIT,NL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lestejo01,2011,1,BOS,AL,31,5,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +lewisco01,2011,1,TEX,AL,32,8,0,1,1,0,0,0,0,0,0,2,0,0,0,0,0 +lewisfr02,2011,1,CIN,NL,81,183,20,42,7,0,3,19,2,5,22,38,2,3,1,1,1 +lewisro01,2011,1,TOR,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +liddial01,2011,1,SEA,AL,15,40,7,9,3,0,3,6,1,0,3,17,0,1,0,0,1 +lidgebr01,2011,1,PHI,NL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lillibr01,2011,1,CHA,AL,97,186,38,48,5,1,13,29,10,6,17,62,1,7,4,2,2 +lillyte01,2011,1,LAN,NL,34,58,0,5,2,0,0,4,1,1,0,13,0,0,5,0,0 +linceti01,2011,1,SFN,NL,33,61,0,5,0,0,0,1,0,0,3,30,0,0,8,0,0 +lincobr01,2011,1,PIT,NL,13,12,1,1,1,0,0,1,0,0,1,5,0,0,1,0,0 +lindad01,2011,1,TOR,AL,125,499,56,125,16,0,26,87,1,1,32,107,4,3,0,8,12 +lindbjo01,2011,1,LAN,NL,27,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +lindsma01,2011,1,COL,NL,63,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lindssh01,2011,1,CHA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +linebsc01,2011,1,ATL,NL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +liriafr01,2011,1,MIN,AL,26,2,0,1,0,0,0,1,0,0,1,0,0,0,0,0,0 +litscje01,2011,1,TOR,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lobatjo01,2011,1,TBA,AL,15,34,2,4,1,0,0,0,0,0,4,8,0,1,0,0,2 +lockeje01,2011,1,PIT,NL,4,5,0,0,0,0,0,0,0,0,0,4,0,0,0,0,1 +loeka01,2011,1,MIL,NL,72,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +loewead01,2011,1,TOR,AL,14,32,4,6,1,0,1,4,0,0,3,13,0,2,0,0,0 +loganbo02,2011,1,NYA,AL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +lohseky01,2011,1,SLN,NL,35,63,3,11,2,0,0,3,0,0,1,17,0,0,6,0,0 +lombast02,2011,1,WAS,NL,13,31,3,6,1,0,0,1,0,0,1,4,0,0,0,0,0 +loneyja01,2011,1,LAN,NL,158,531,56,153,30,1,12,65,4,0,42,67,7,1,3,5,8 +longoev01,2011,1,TBA,AL,133,483,78,118,26,1,31,99,3,2,80,93,6,6,0,5,11 +lopezfe01,2011,1,TBA,AL,32,97,8,21,4,0,2,8,1,1,4,28,1,0,1,0,2 +lopezfe01,2011,2,MIL,NL,16,44,4,8,0,0,0,3,0,0,4,7,0,0,2,1,2 +lopezja02,2011,1,SFN,NL,70,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +lopezjo01,2011,1,COL,NL,38,125,10,26,4,0,2,8,2,0,3,15,0,1,0,0,2 +lopezjo01,2011,2,FLO,NL,44,106,13,24,8,0,6,13,0,0,4,13,1,1,1,1,4 +lopezro01,2011,1,CHN,NL,26,30,1,2,0,0,0,0,0,0,1,11,0,0,2,0,0 +lopezwi01,2011,1,HOU,NL,73,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lowede01,2011,1,ATL,NL,34,52,4,9,4,0,1,7,0,0,4,18,0,0,9,0,0 +lowema01,2011,1,TEX,AL,52,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lowrije01,2011,1,BOS,AL,88,309,40,78,14,4,6,36,1,1,23,60,2,2,1,6,6 +lucrojo01,2011,1,MIL,NL,136,430,45,114,16,1,12,59,2,1,29,99,0,2,4,3,7 +lucydo01,2011,1,CHA,AL,6,10,1,2,1,0,0,1,0,0,1,5,0,0,0,0,0 +ludwiry01,2011,1,SDN,NL,101,378,42,90,18,0,11,64,1,1,32,87,1,4,1,5,8 +ludwiry01,2011,2,PIT,NL,38,112,14,26,5,0,2,11,0,0,19,37,3,0,1,1,1 +luebkco01,2011,1,SDN,NL,47,33,3,7,0,0,0,0,0,0,2,16,0,0,1,0,0 +luekejo01,2011,1,SEA,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lugoju01,2011,1,ATL,NL,22,44,3,6,0,0,0,3,0,0,4,11,0,0,0,0,0 +lylesjo01,2011,1,HOU,NL,20,25,2,3,0,0,0,0,0,0,2,9,0,0,2,0,0 +lynnla01,2011,1,SLN,NL,18,4,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +lyonbr01,2011,1,HOU,NL,15,1,0,1,1,0,0,1,0,0,0,0,0,0,0,0,0 +macdomi01,2011,1,LAN,NL,69,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +madsory01,2011,1,PHI,NL,62,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +magnutr01,2011,1,OAK,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +maholpa01,2011,1,PIT,NL,26,46,1,5,0,0,0,1,0,0,3,22,0,0,4,0,1 +maiermi01,2011,1,KCA,AL,45,95,19,22,4,3,0,7,1,0,16,32,0,1,0,1,1 +mainesc01,2011,1,CHN,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +maldoma01,2011,1,MIL,NL,3,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +malonma02,2011,1,CIN,NL,8,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +manshje01,2011,1,MIN,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +marcush01,2011,1,MIL,NL,33,59,4,9,2,0,1,6,0,0,4,21,0,1,12,0,0 +markani01,2011,1,BAL,AL,160,641,72,182,31,1,15,73,12,3,62,75,6,7,0,6,16 +marmoca01,2011,1,CHN,NL,75,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +marquja01,2011,1,WAS,NL,25,42,3,8,1,0,0,3,0,0,0,13,0,0,3,0,0 +marquja01,2011,2,ARI,NL,3,4,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +marquje01,2011,1,NYA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +marrech01,2011,1,WAS,NL,31,109,6,27,5,0,0,10,0,0,4,27,0,1,0,3,1 +marshse01,2011,1,CHN,NL,78,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +marsolo01,2011,1,CLE,AL,79,243,26,56,9,2,1,19,4,2,24,68,0,1,2,2,7 +martelu01,2011,1,DET,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +marticr01,2011,1,ATL,NL,46,6,0,2,1,0,0,2,0,0,0,1,0,0,2,0,0 +martife02,2011,1,NYN,NL,11,22,3,5,2,0,1,2,0,0,1,7,0,0,0,0,0 +martijd02,2011,1,HOU,NL,53,208,29,57,13,0,6,35,0,1,13,48,1,2,0,3,4 +martile01,2011,1,TEX,AL,8,8,2,3,1,0,0,0,0,0,0,1,0,0,0,0,0 +martilu02,2011,1,SDN,NL,22,59,7,12,1,1,1,10,1,0,8,14,2,1,0,0,0 +martimi02,2011,1,PHI,NL,88,209,25,41,5,2,3,24,3,0,18,35,0,0,5,2,2 +martios01,2011,1,FLO,NL,20,23,0,3,0,0,0,1,0,0,0,9,0,0,0,0,1 +martiru01,2011,1,NYA,AL,125,417,57,99,17,0,18,65,8,2,50,81,1,5,1,3,19 +martivi01,2011,1,DET,AL,145,540,76,178,40,0,12,103,1,0,46,51,6,2,0,7,20 +masseni01,2011,1,CIN,NL,75,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +masteju01,2011,1,CLE,AL,34,6,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +mastrda01,2011,1,TOR,AL,1,2,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +mateoma01,2011,1,CHN,NL,23,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +mathejo02,2011,1,ATL,NL,36,75,4,16,4,0,1,9,0,1,6,23,2,0,2,0,1 +mathije01,2011,1,LAA,AL,93,247,18,43,12,0,3,22,1,2,15,75,2,2,14,3,3 +mathisc01,2011,1,PHI,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +matsuda01,2011,1,BOS,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +matsuhi01,2011,1,OAK,AL,141,517,58,130,28,0,12,72,1,1,56,84,3,1,0,9,10 +matthry01,2011,1,WAS,NL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +matusbr01,2011,1,BAL,AL,12,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mauerjo01,2011,1,MIN,AL,82,296,38,85,15,0,3,30,0,0,32,38,7,3,0,2,9 +mayayu01,2011,1,WAS,NL,10,8,0,0,0,0,0,0,0,0,0,5,0,0,1,0,1 +maybejo02,2011,1,PHI,NL,104,267,37,73,17,1,15,49,8,3,26,55,2,2,0,1,6 +maybica01,2011,1,SDN,NL,137,516,82,136,24,8,9,40,40,8,44,125,2,2,4,2,6 +mazzavi01,2011,1,KCA,AL,7,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +mcallza01,2011,1,CLE,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mccanbr01,2011,1,ATL,NL,128,466,51,126,19,0,24,71,3,2,57,89,14,2,0,2,10 +mccarbr01,2011,1,OAK,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mccleky01,2011,1,SLN,NL,44,35,3,5,1,0,0,4,0,0,1,12,0,0,5,0,1 +mcclemi01,2011,1,MIL,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mccoymi01,2011,1,TOR,AL,80,197,26,39,8,0,2,10,12,2,25,41,1,1,5,0,0 +mccutan01,2011,1,PIT,NL,158,572,87,148,34,5,23,89,23,10,89,126,3,9,2,6,7 +mccutda01,2011,1,PIT,NL,73,5,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +mcdonda02,2011,1,BOS,AL,79,157,26,37,6,1,6,24,2,3,14,33,0,2,0,2,3 +mcdonja03,2011,1,PIT,NL,31,55,3,5,1,0,0,3,0,0,3,29,0,0,5,0,3 +mcdonjo03,2011,1,TOR,AL,65,168,19,42,8,1,2,20,2,4,8,18,0,1,3,2,1 +mcdonjo03,2011,2,ARI,NL,19,59,2,10,2,0,0,2,0,0,4,9,0,0,0,0,0 +mcgeeja01,2011,1,TBA,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcgehca01,2011,1,MIL,NL,155,546,46,122,24,2,13,67,0,3,45,104,4,1,0,8,19 +mcgowdu01,2011,1,TOR,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mckenmi01,2011,1,PIT,NL,58,180,17,40,12,0,2,11,0,1,14,49,2,0,5,2,3 +mclouna01,2011,1,ATL,NL,81,267,35,61,12,2,4,16,4,2,44,52,4,3,7,0,4 +mcpheda01,2011,1,CHA,AL,11,15,1,2,0,0,0,0,0,0,0,7,0,0,0,0,0 +medlekr01,2011,1,ATL,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +meekev01,2011,1,PIT,NL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +melanma01,2011,1,HOU,NL,71,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +mendolu01,2011,1,KCA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mesorde01,2011,1,CIN,NL,18,50,5,9,3,0,2,6,0,0,3,10,1,0,0,0,1 +michaja01,2011,1,HOU,NL,89,156,10,31,9,0,2,10,1,0,11,31,1,1,1,0,5 +mickoka01,2011,1,ARI,NL,6,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mijarjo01,2011,1,MIN,AL,58,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +milesaa01,2011,1,LAN,NL,136,454,49,125,17,3,3,45,4,3,25,49,1,3,3,5,11 +mileywa01,2011,1,ARI,NL,8,13,1,1,0,0,0,1,0,0,2,2,0,0,1,0,0 +millean01,2011,1,BOS,AL,17,4,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +milleja04,2011,1,OAK,AL,7,12,2,3,0,0,1,2,0,0,0,5,0,0,0,0,0 +milleji02,2011,1,COL,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +millela02,2011,1,CHA,AL,2,4,1,1,1,0,0,0,0,0,0,1,0,0,0,0,0 +milletr02,2011,1,SLN,NL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +milletr02,2011,2,TOR,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +milletr02,2011,3,BOS,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +millsbr02,2011,1,TOR,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +millwke01,2011,1,COL,NL,9,19,3,3,0,0,2,3,0,0,1,8,0,0,3,0,0 +milonto01,2011,1,WAS,NL,5,6,1,1,0,0,1,3,0,0,0,1,0,0,4,0,0 +minormi01,2011,1,ATL,NL,15,27,1,3,2,0,0,0,0,0,3,15,0,0,2,0,0 +miranju01,2011,1,ARI,NL,65,174,18,37,8,2,7,23,0,1,23,48,1,3,2,0,1 +mischpa01,2011,1,NYN,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mitchru01,2011,1,LAN,NL,25,51,5,8,1,0,2,3,0,0,7,10,3,0,0,0,3 +mitrese01,2011,1,MIL,NL,22,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mitrese01,2011,2,NYA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +molingu01,2011,1,NYA,AL,3,6,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0 +molinjo01,2011,1,TOR,AL,55,171,19,48,12,1,3,15,2,1,15,44,0,1,4,0,2 +molinya01,2011,1,SLN,NL,139,475,55,145,32,1,14,65,4,5,33,44,4,1,5,4,21 +montalu01,2011,1,CHN,NL,36,54,6,12,4,0,1,9,0,1,2,9,0,1,0,0,0 +monteje01,2011,1,NYA,AL,18,61,9,20,4,0,4,12,0,0,7,17,2,1,0,0,2 +montemi01,2011,1,ARI,NL,140,493,65,139,36,1,18,86,1,1,47,97,10,8,1,4,14 +mooread01,2011,1,SEA,AL,2,6,0,1,1,0,0,0,0,0,0,2,0,0,0,0,0 +mooreje02,2011,1,LAA,AL,8,8,3,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +moorema02,2011,1,TBA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +moralfr01,2011,1,COL,NL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +moralfr01,2011,2,BOS,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +moraljo02,2011,1,COL,NL,22,60,6,16,3,0,0,7,0,1,9,12,4,0,0,2,1 +morame01,2011,1,ARI,NL,42,127,5,29,6,0,0,16,0,1,2,24,1,2,0,4,5 +morelbr01,2011,1,CHA,AL,126,413,44,101,18,1,10,41,5,4,22,57,0,3,5,1,8 +morelmi01,2011,1,TEX,AL,134,464,60,120,22,1,16,51,2,2,39,92,6,4,2,3,9 +morgany01,2011,1,MIL,NL,119,378,61,115,20,6,4,37,13,4,19,70,0,14,15,3,6 +morneju01,2011,1,MIN,AL,69,264,19,60,16,0,4,30,0,0,19,44,1,3,0,2,8 +morrilo01,2011,1,FLO,NL,123,462,54,114,25,4,23,72,2,1,54,99,3,5,0,4,9 +morrobr01,2011,1,TOR,AL,30,6,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +morsemi01,2011,1,WAS,NL,146,522,73,158,36,0,31,95,2,3,36,126,5,13,0,4,9 +mortecl01,2011,1,COL,NL,16,13,1,0,0,0,0,1,0,0,1,9,0,0,0,1,1 +mortoch02,2011,1,PIT,NL,29,50,0,4,3,0,0,2,0,0,1,29,0,0,11,2,0 +moscogu01,2011,1,OAK,AL,23,2,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +moseldu01,2011,1,SDN,NL,20,29,0,4,0,0,0,0,0,0,1,11,0,0,6,0,0 +moskoda01,2011,1,PIT,NL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mossbr01,2011,1,PHI,NL,5,6,0,0,0,0,0,0,0,0,0,2,0,0,0,0,1 +motagu01,2011,1,SFN,NL,52,10,0,1,1,0,0,0,0,0,0,2,0,0,0,0,1 +motteja01,2011,1,SLN,NL,78,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +moustmi01,2011,1,KCA,AL,89,338,26,89,18,1,5,30,2,0,22,51,0,1,2,2,5 +moylape01,2011,1,ATL,NL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mujiced01,2011,1,FLO,NL,67,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +murphda07,2011,1,TEX,AL,120,404,46,111,14,2,11,46,11,6,33,61,3,0,1,2,11 +murphda08,2011,1,NYN,NL,109,391,49,125,28,2,6,49,5,5,24,42,2,3,3,2,14 +murphdo01,2011,1,FLO,NL,36,92,10,17,4,1,2,9,0,0,4,21,1,3,0,1,0 +myersbr01,2011,1,HOU,NL,34,63,3,10,1,0,0,0,0,0,4,22,0,0,4,0,2 +nadyxa01,2011,1,ARI,NL,82,206,26,51,11,0,4,35,2,0,10,46,1,3,0,4,4 +napolmi01,2011,1,TEX,AL,113,369,72,118,25,0,30,75,4,2,58,85,2,3,0,2,10 +narvech01,2011,1,MIL,NL,30,49,2,8,2,0,0,5,0,0,3,19,0,0,7,0,0 +nathajo01,2011,1,MIN,AL,48,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +navardi01,2011,1,LAN,NL,64,176,13,34,6,1,5,17,0,0,20,35,4,1,3,2,3 +navaref01,2011,1,LAA,AL,8,10,1,2,1,0,0,0,0,0,1,1,0,0,1,0,1 +navarya01,2011,1,BOS,AL,16,37,6,8,2,0,1,3,0,0,3,9,0,0,0,0,0 +navarya01,2011,2,KCA,AL,6,23,2,7,1,0,0,6,0,0,2,5,0,0,0,1,0 +nelsoch01,2011,1,COL,NL,63,180,20,45,10,1,4,16,3,1,7,35,1,1,0,1,5 +neshepa01,2011,1,SDN,NL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nicasju01,2011,1,COL,NL,13,22,0,3,2,0,0,0,0,0,0,16,0,0,1,0,0 +nickemi01,2011,1,NYN,NL,21,53,4,10,1,0,1,6,0,1,4,11,0,0,2,0,1 +niemaje01,2011,1,TBA,AL,23,3,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +niesejo01,2011,1,NYN,NL,29,49,1,3,0,1,0,0,0,0,4,33,0,0,7,0,0 +nievewi01,2011,1,MIL,NL,20,50,2,7,2,0,0,0,0,0,3,12,1,0,1,0,3 +nishits01,2011,1,MIN,AL,68,221,14,50,5,0,0,19,2,4,15,43,1,1,3,0,1 +nixja01,2011,1,TOR,AL,46,136,15,23,5,1,4,16,4,1,12,42,1,2,0,1,2 +nixla01,2011,1,WAS,NL,124,324,38,81,15,1,16,44,2,2,23,82,2,1,0,3,1 +noesihe01,2011,1,NYA,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nolasri01,2011,1,FLO,NL,33,56,5,5,2,0,0,1,0,0,3,22,0,1,11,0,2 +norbejo01,2011,1,OAK,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +norribu01,2011,1,HOU,NL,31,53,3,7,2,0,0,5,0,0,1,25,0,0,11,1,1 +novaiv01,2011,1,NYA,AL,28,4,0,0,0,0,0,0,0,0,0,4,0,0,1,0,0 +nunezed02,2011,1,NYA,AL,112,309,38,82,18,2,5,30,22,6,22,37,2,0,6,1,6 +nunezle01,2011,1,FLO,NL,68,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +oconnmi01,2011,1,NYN,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +odayda01,2011,1,TEX,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +oeltjtr01,2011,1,LAN,NL,61,71,10,14,1,1,2,6,6,0,13,30,1,1,4,2,1 +oflaher01,2011,1,ATL,NL,78,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ogandal01,2011,1,TEX,AL,31,2,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +ohlenro01,2011,1,PIT,NL,9,14,2,3,0,0,1,4,0,0,0,7,0,0,1,0,0 +ohmanwi01,2011,1,CHA,AL,59,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +okajihi01,2011,1,BOS,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +olivean01,2011,1,DET,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +oliveda02,2011,1,TEX,AL,61,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +olivele01,2011,1,DET,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +olivele01,2011,2,MIN,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +olivomi01,2011,1,SEA,AL,130,477,54,107,19,1,19,62,6,5,20,140,2,1,1,8,7 +olsonga01,2011,1,PIT,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ondrulo01,2011,1,CIN,NL,66,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ordonma01,2011,1,DET,AL,92,329,33,84,10,0,5,32,2,1,23,41,0,1,0,4,10 +orrpe01,2011,1,PHI,NL,46,96,7,21,3,0,0,4,3,0,6,19,2,2,0,0,0 +ortizda01,2011,1,BOS,AL,146,525,84,162,40,1,29,96,1,1,78,83,12,1,0,1,24 +ortizra01,2011,1,CHN,NL,22,2,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +osullse01,2011,1,KCA,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +oswalro01,2011,1,PHI,NL,24,38,2,3,0,0,0,2,0,0,4,14,0,0,7,0,0 +outmajo01,2011,1,OAK,AL,13,5,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +overbly01,2011,1,PIT,NL,103,352,40,80,17,1,8,37,1,1,36,77,1,1,1,1,12 +overbly01,2011,2,ARI,NL,18,42,3,12,4,0,1,10,1,0,6,11,1,1,0,0,1 +owingmi01,2011,1,ARI,NL,34,19,2,4,0,0,0,1,0,0,0,8,0,0,0,0,0 +pachejo01,2011,1,COL,NL,21,84,5,24,1,0,2,14,0,0,3,9,0,1,0,0,2 +padilvi01,2011,1,LAN,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +paganan01,2011,1,NYN,NL,123,478,68,125,24,4,7,56,32,7,44,62,4,1,4,5,4 +pagnoma01,2011,1,COL,NL,7,21,2,6,0,0,0,2,0,0,1,8,0,1,2,0,0 +pagnoma01,2011,2,PIT,NL,5,8,0,2,0,0,0,1,0,0,0,2,0,0,1,0,1 +palmema01,2011,1,LAA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +papeljo01,2011,1,BOS,AL,63,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +paredji01,2011,1,HOU,NL,46,168,16,48,8,2,2,18,5,4,9,47,0,0,1,1,3 +parkeja02,2011,1,ARI,NL,1,2,0,1,1,0,0,0,0,0,0,1,0,0,0,0,0 +parmech01,2011,1,MIN,AL,21,76,8,27,6,0,4,14,0,0,12,13,0,0,0,0,3 +parnebo01,2011,1,NYN,NL,60,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +parrage01,2011,1,ARI,NL,141,445,55,130,20,8,8,46,15,1,43,82,16,3,0,2,8 +parrian01,2011,1,SDN,NL,24,44,3,8,1,0,0,4,1,0,9,17,1,1,0,1,1 +pascuva01,2011,1,NYN,NL,10,11,1,3,0,0,1,2,0,0,0,3,0,0,0,0,0 +paterjo01,2011,1,ARI,NL,62,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +patteco01,2011,1,TOR,AL,89,317,44,80,16,3,6,33,13,8,15,65,1,1,6,2,7 +patteco01,2011,2,SLN,NL,44,51,5,8,4,0,0,3,0,1,2,12,0,0,3,0,1 +patteer01,2011,1,SDN,NL,47,89,8,16,2,1,2,8,8,2,12,22,0,0,0,2,1 +pattotr01,2011,1,BAL,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pauleda01,2011,1,SEA,AL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pauleda01,2011,2,DET,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +paulife01,2011,1,COL,NL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +paulife01,2011,2,KCA,AL,21,1,0,0,0,0,0,1,0,0,0,1,0,0,3,0,0 +pauliro01,2011,1,NYN,NL,78,228,19,61,13,0,2,19,0,0,15,38,3,1,1,3,9 +paulxa01,2011,1,LAN,NL,7,11,0,3,0,0,0,0,0,0,0,5,0,0,0,0,0 +paulxa01,2011,2,PIT,NL,121,232,30,59,6,5,2,20,16,6,13,57,1,0,5,1,2 +pavanca01,2011,1,MIN,AL,33,6,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +peacobr01,2011,1,WAS,NL,3,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +pearcst01,2011,1,PIT,NL,50,94,8,19,2,0,1,10,0,0,7,21,0,1,1,2,6 +peavyja01,2011,1,CHA,AL,19,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +pedrodu01,2011,1,BOS,AL,159,635,102,195,37,3,21,91,26,8,86,85,6,1,2,7,12 +pegueca01,2011,1,SEA,AL,46,143,14,28,3,2,6,19,0,1,8,54,2,3,0,1,0 +pelfrmi01,2011,1,NYN,NL,34,55,1,6,2,0,0,4,0,0,4,14,0,0,4,0,0 +penabr01,2011,1,KCA,AL,72,222,17,55,11,0,3,24,0,0,12,24,0,2,0,4,6 +penaca01,2011,1,CHN,NL,153,493,72,111,27,3,28,80,2,2,101,161,7,4,1,7,6 +penara02,2011,1,NYA,AL,23,40,5,4,0,0,1,4,0,0,2,11,0,1,2,1,1 +penato03,2011,1,CHA,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +penawi01,2011,1,ARI,NL,17,46,7,9,0,0,5,7,0,0,0,19,0,0,0,0,1 +penawi01,2011,2,SEA,AL,22,67,8,14,3,0,2,8,0,0,5,20,0,2,0,0,1 +pencehu01,2011,1,HOU,NL,100,399,49,123,26,3,11,62,7,1,30,86,1,1,0,2,7 +pencehu01,2011,2,PHI,NL,54,207,35,67,12,2,11,35,1,1,26,38,2,0,0,3,8 +pendlla01,2011,1,NYA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pendlla01,2011,2,HOU,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pennicl01,2011,1,OAK,AL,148,515,57,136,26,2,8,58,14,9,42,104,1,1,8,4,5 +pennybr01,2011,1,DET,AL,31,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +peraljh01,2011,1,DET,AL,146,525,68,157,25,3,21,86,0,2,40,95,2,2,0,9,17 +peraljo01,2011,1,TBA,AL,71,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +perezch01,2011,1,CLE,AL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +perezju01,2011,1,PHI,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +perezlu01,2011,1,TOR,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +perezra01,2011,1,CLE,AL,71,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +perezsa02,2011,1,KCA,AL,39,148,20,49,8,2,3,21,0,0,7,20,0,1,0,2,5 +perkigl01,2011,1,MIN,AL,65,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +perryry01,2011,1,DET,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pestavi01,2011,1,CLE,AL,68,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +peterbr01,2011,1,FLO,NL,74,204,18,54,13,3,2,10,7,1,26,49,2,5,3,3,4 +pettich01,2011,1,LAA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +phelpco01,2011,1,CLE,AL,35,71,10,11,2,1,1,6,1,0,8,17,0,0,1,0,2 +phillbr01,2011,1,CIN,NL,150,610,94,183,38,2,18,82,14,9,44,85,3,9,5,6,15 +phillky01,2011,1,SDN,NL,36,76,9,13,3,0,2,10,0,0,8,19,1,1,0,0,2 +phillza01,2011,1,BAL,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +piefe01,2011,1,BAL,AL,85,164,15,36,8,1,0,7,3,2,10,32,0,0,1,0,0 +pierrju01,2011,1,CHA,AL,158,639,80,178,17,4,2,50,27,17,43,41,0,7,19,3,7 +pierzaj01,2011,1,CHA,AL,129,464,38,133,29,1,8,48,0,0,23,33,6,5,2,6,19 +pillbr01,2011,1,SFN,NL,15,50,7,15,3,2,2,9,0,1,2,8,0,0,0,1,2 +pinama01,2011,1,KCA,AL,4,14,2,3,2,0,0,0,0,0,1,2,0,0,0,0,1 +pinedmi01,2011,1,SEA,AL,28,5,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +pineijo01,2011,1,LAA,AL,27,5,0,0,0,0,0,0,0,0,0,4,0,0,1,0,0 +plouftr01,2011,1,MIN,AL,81,286,47,68,18,1,8,31,3,3,25,71,0,4,2,3,6 +polanpl01,2011,1,PHI,NL,122,469,46,130,14,0,5,50,3,0,42,44,0,3,1,8,15 +pomerdr01,2011,1,COL,NL,4,5,0,1,0,0,0,0,0,0,0,3,0,0,2,0,0 +porceri01,2011,1,DET,AL,31,6,0,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +posadjo01,2011,1,NYA,AL,115,344,34,81,14,0,14,44,0,2,39,76,4,2,0,2,17 +poseybu01,2011,1,SFN,NL,45,162,17,46,5,0,4,21,3,0,18,30,3,4,0,1,4 +powella01,2011,1,OAK,AL,36,111,10,19,3,0,1,4,0,0,11,32,0,0,0,0,4 +pradoma01,2011,1,ATL,NL,129,551,66,143,26,2,13,57,4,8,34,52,1,1,1,3,16 +preslal01,2011,1,PIT,NL,52,215,27,64,12,6,4,20,9,3,13,40,1,1,1,1,1 +priceda01,2011,1,TBA,AL,34,4,0,0,0,0,0,0,0,0,1,2,0,0,0,0,0 +pridija01,2011,1,NYN,NL,101,208,28,48,11,3,4,20,7,1,24,64,2,0,3,1,2 +proctsc01,2011,1,ATL,NL,31,2,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0 +proctsc01,2011,2,NYA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pujolal01,2011,1,SLN,NL,147,579,105,173,29,0,37,99,9,1,61,58,15,4,0,7,29 +puntoni01,2011,1,SLN,NL,63,133,21,37,8,4,1,20,1,1,25,21,3,0,6,2,3 +purceda01,2011,1,TOR,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +purceda01,2011,2,OAK,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +purceda01,2011,3,DET,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +putnaza01,2011,1,CLE,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +putzjj01,2011,1,ARI,NL,60,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +quallch01,2011,1,SDN,NL,77,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +quentca01,2011,1,CHA,AL,118,421,53,107,31,0,24,77,1,1,34,84,0,23,0,5,7 +quinthu01,2011,1,HOU,NL,79,262,22,63,12,1,2,25,1,0,6,53,2,1,1,2,10 +quintom01,2011,1,TEX,AL,11,22,3,1,0,1,0,2,0,0,0,9,0,0,1,0,0 +raburry01,2011,1,DET,AL,121,387,53,99,22,2,14,49,1,1,21,114,2,3,4,3,4 +ramiral03,2011,1,CHA,AL,158,614,81,165,31,2,15,70,7,5,51,84,1,6,8,5,19 +ramirar01,2011,1,CHN,NL,149,565,80,173,35,1,26,93,1,1,43,69,5,10,0,8,12 +ramirha01,2011,1,FLO,NL,92,338,55,82,16,0,10,45,20,10,44,66,3,2,1,0,6 +ramirho01,2011,1,LAA,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ramirma02,2011,1,TBA,AL,5,17,0,1,0,0,0,1,0,0,0,4,0,0,0,0,0 +ramirra02,2011,1,SFN,NL,66,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ramirwi01,2011,1,ATL,NL,20,26,5,6,2,0,0,2,0,2,4,11,0,0,0,0,0 +ramosce01,2011,1,TBA,AL,59,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ramoswi01,2011,1,WAS,NL,113,389,48,104,22,1,15,52,0,2,38,76,8,2,4,2,19 +ransoco01,2011,1,ARI,NL,12,33,3,5,2,0,1,4,1,0,3,9,0,1,0,0,3 +rapadcl01,2011,1,BAL,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rasmuco01,2011,1,SLN,NL,94,338,61,83,14,6,11,40,5,2,45,77,2,0,1,2,8 +rasmuco01,2011,2,TOR,AL,35,133,14,23,10,0,3,13,0,0,5,39,0,0,1,1,2 +rauchjo01,2011,1,TOR,AL,53,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +raych01,2011,1,SEA,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reckean01,2011,1,OAK,AL,5,17,3,3,1,0,0,0,0,0,4,7,0,0,0,0,0 +reddijo01,2011,1,BOS,AL,87,254,41,71,18,3,7,28,1,2,19,50,1,1,0,4,1 +reedad01,2011,1,CHA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reedje03,2011,1,MIL,NL,7,7,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +reimono01,2011,1,BAL,AL,87,267,40,66,10,3,13,45,7,2,28,57,1,6,0,4,4 +reinech01,2011,1,CIN,NL,2,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1 +renteed01,2011,1,CIN,NL,96,299,34,75,14,0,5,36,4,2,24,65,0,1,6,3,7 +repkoja01,2011,1,MIN,AL,67,133,21,30,2,0,2,11,7,2,6,38,0,2,3,0,0 +resopch01,2011,1,PIT,NL,76,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reverbe01,2011,1,MIN,AL,117,450,56,120,9,5,0,30,34,9,26,41,1,2,3,0,7 +reyesde01,2011,1,BOS,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reyesjo01,2011,1,NYN,NL,126,537,101,181,31,16,7,44,39,7,43,41,9,0,2,4,5 +reyesjo03,2011,1,TOR,AL,20,4,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +reyesjo03,2011,2,BAL,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reynogr01,2011,1,COL,NL,13,8,0,1,0,0,0,0,0,0,0,4,0,0,4,0,0 +reynoma01,2011,1,BAL,AL,155,534,84,118,27,1,37,86,6,4,75,196,2,7,0,4,11 +reynoma02,2011,1,COL,NL,73,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +rhodear01,2011,1,TEX,AL,32,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +rhodear01,2011,2,SLN,NL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rhymewi01,2011,1,DET,AL,29,85,13,20,3,0,0,2,1,0,11,12,0,0,3,0,2 +richaan01,2011,1,ATL,NL,9,4,2,2,0,0,0,0,1,0,0,0,0,0,0,0,0 +richacl01,2011,1,SDN,NL,20,28,0,3,1,0,0,2,0,0,1,12,0,0,3,0,1 +richaga01,2011,1,LAA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +richmsc01,2011,1,TOR,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +riosal01,2011,1,CHA,AL,145,537,64,122,22,2,13,44,11,6,27,68,4,2,0,4,20 +riverju01,2011,1,TOR,AL,70,247,22,60,11,0,6,28,3,2,22,41,1,2,0,4,11 +riverju01,2011,2,LAN,NL,62,219,24,60,12,1,5,46,2,1,21,35,0,1,0,5,5 +riverma01,2011,1,NYA,AL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rivermi02,2011,1,MIL,NL,1,6,0,2,0,0,0,0,0,0,0,1,0,0,0,0,0 +riverre01,2011,1,MIN,AL,45,104,9,15,3,0,1,5,0,0,8,32,0,1,0,1,2 +rizzoan01,2011,1,SDN,NL,49,128,9,18,8,1,1,9,2,1,21,46,1,4,0,0,2 +roberbr01,2011,1,BAL,AL,39,163,18,36,7,1,3,19,6,1,12,21,0,0,2,1,4 +roberda08,2011,1,NYA,AL,70,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +roberry01,2011,1,ARI,NL,143,482,86,120,25,2,19,65,18,9,66,98,2,2,3,2,6 +robinsh01,2011,1,SLN,NL,9,7,0,0,0,0,0,0,0,0,1,2,0,0,0,0,1 +robintr01,2011,1,SEA,AL,44,143,12,30,12,0,2,14,1,0,8,61,0,0,3,1,1 +rodnefe01,2011,1,LAA,AL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodrial01,2011,1,NYA,AL,99,373,67,103,21,0,16,62,4,1,47,80,1,5,0,3,13 +rodrian01,2011,1,HOU,NL,43,9,0,0,0,0,0,0,0,0,0,5,0,0,2,0,0 +rodrife02,2011,1,HOU,NL,47,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +rodrifr03,2011,1,NYN,NL,42,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +rodrifr03,2011,2,MIL,NL,31,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodrifr04,2011,1,LAA,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodrihe03,2011,1,WAS,NL,59,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +rodriiv01,2011,1,WAS,NL,44,124,14,27,7,0,2,19,0,0,10,28,2,1,2,0,6 +rodrijo05,2011,1,PIT,NL,7,12,1,1,0,0,0,1,0,0,1,8,0,1,0,0,0 +rodrilu01,2011,1,SEA,AL,44,117,10,23,10,0,2,14,1,2,16,21,0,2,2,2,0 +rodrise01,2011,1,TBA,AL,131,373,45,83,20,3,8,36,11,7,38,87,2,18,5,2,8 +rodriwa01,2011,1,HOU,NL,30,61,1,11,3,0,0,5,0,0,0,12,0,0,6,0,0 +roenijo01,2011,1,COL,NL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rogeres01,2011,1,COL,NL,22,27,2,7,1,0,0,0,0,0,0,12,0,0,4,0,0 +rohliry01,2011,1,SFN,NL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +rolensc01,2011,1,CIN,NL,65,252,31,61,20,2,5,36,1,0,10,36,0,4,0,3,4 +rolliji01,2011,1,PHI,NL,142,567,87,152,22,2,16,63,30,8,58,59,5,3,0,3,9 +romerjc01,2011,1,PHI,NL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +romerjc01,2011,2,COL,NL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +romerri01,2011,1,TOR,AL,32,6,0,1,0,0,0,2,0,0,0,2,0,0,0,0,0 +rominan01,2011,1,LAA,AL,10,16,2,2,0,0,0,0,1,0,1,6,0,0,1,0,0 +rominau01,2011,1,NYA,AL,9,19,2,3,0,0,0,0,0,0,1,5,0,0,0,0,0 +romose01,2011,1,SFN,NL,65,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rosalad01,2011,1,OAK,AL,24,61,5,6,0,0,2,8,0,0,4,13,0,1,0,2,4 +rosarsa02,2011,1,FLO,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rosarwi01,2011,1,COL,NL,16,54,6,11,3,1,3,8,0,0,2,20,0,0,0,1,1 +rossco01,2011,1,SFN,NL,121,405,54,97,25,0,14,52,5,2,49,96,4,4,0,3,10 +rossda01,2011,1,ATL,NL,52,152,14,40,7,0,6,23,0,1,16,51,0,0,2,0,4 +rossty01,2011,1,OAK,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rottivi01,2011,1,FLO,NL,8,12,1,2,0,0,0,0,0,0,2,4,0,0,0,0,0 +rowanaa01,2011,1,SFN,NL,108,331,34,77,22,2,4,21,2,3,10,84,1,9,0,1,6 +ruffich01,2011,1,DET,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ruffich01,2011,2,SEA,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ruggiju01,2011,1,TBA,AL,46,105,11,26,4,0,4,13,1,1,4,26,0,0,1,1,2 +ruizca01,2011,1,PHI,NL,132,410,49,116,23,0,6,40,1,0,48,48,10,10,3,1,7 +runzlda01,2011,1,SFN,NL,31,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +rupejo01,2011,1,BAL,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +russead01,2011,1,TBA,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +russeja02,2011,1,CHN,NL,64,8,0,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +ryanbr01,2011,1,SEA,AL,123,436,51,108,19,3,3,39,13,3,34,87,0,10,9,5,7 +rzepcma01,2011,1,TOR,AL,43,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rzepcma01,2011,2,SLN,NL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sabatcc01,2011,1,NYA,AL,33,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +saitota01,2011,1,MIL,NL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +salasfe01,2011,1,SLN,NL,68,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +salech01,2011,1,CHA,AL,58,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +saltaja01,2011,1,BOS,AL,103,358,52,84,23,3,16,56,1,0,24,119,1,3,0,1,7 +samarje01,2011,1,CHN,NL,75,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +sanabal01,2011,1,FLO,NL,3,3,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +sanchan01,2011,1,FLO,NL,32,57,1,7,0,0,0,3,0,0,4,23,0,0,9,0,0 +sanchan02,2011,1,HOU,NL,110,288,35,69,10,0,1,28,3,0,27,44,1,1,10,2,3 +sanchbr01,2011,1,FLO,NL,39,5,0,1,0,0,0,0,0,0,0,2,0,0,0,0,1 +sanched01,2011,1,SLN,NL,26,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +sanchfr01,2011,1,SFN,NL,60,239,21,69,15,1,3,24,0,1,13,35,3,3,5,1,2 +sanchga01,2011,1,FLO,NL,159,572,72,152,35,0,19,78,3,1,74,97,4,6,2,7,18 +sanchhe01,2011,1,SFN,NL,13,31,0,8,2,0,0,1,0,0,3,6,0,0,0,0,1 +sanchjo01,2011,1,SFN,NL,19,29,2,6,4,0,0,1,0,0,1,12,0,0,1,0,1 +sandopa01,2011,1,SFN,NL,117,426,55,134,26,3,23,70,2,4,32,63,9,0,1,7,12 +sandsje01,2011,1,LAN,NL,61,198,20,50,15,0,4,26,3,3,25,51,0,1,2,1,5 +sanitam01,2011,1,NYA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +santaca01,2011,1,CLE,AL,155,552,84,132,35,2,27,79,5,3,97,133,7,2,0,7,15 +santaer01,2011,1,LAA,AL,33,2,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +santihe01,2011,1,CHA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +santira01,2011,1,DET,AL,101,258,29,67,11,3,5,30,0,0,17,38,0,4,11,4,5 +santoom01,2011,1,DET,AL,11,22,1,5,0,0,0,0,0,0,0,4,0,0,0,0,0 +santose01,2011,1,CHA,AL,63,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sappeda01,2011,1,CIN,NL,38,107,14,26,8,0,0,5,1,1,7,17,0,0,4,0,1 +sardida01,2011,1,PHI,NL,15,32,8,7,1,0,0,1,0,0,10,13,1,1,0,0,0 +satinjo01,2011,1,NYN,NL,15,25,3,5,1,0,0,2,0,0,1,11,0,1,0,0,1 +saundjo01,2011,1,ARI,NL,33,61,2,12,1,0,0,4,0,0,2,15,0,0,4,0,1 +saundmi01,2011,1,SEA,AL,58,161,16,24,5,0,2,8,6,2,12,56,1,0,5,1,1 +saverjo01,2011,1,PHI,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schafjo02,2011,1,ATL,NL,52,196,32,47,6,3,1,7,15,4,18,42,0,1,4,0,3 +schafjo02,2011,2,HOU,NL,30,106,14,26,4,0,1,6,7,0,10,28,0,1,0,1,1 +schaflo01,2011,1,MIL,NL,8,3,1,1,0,0,0,0,0,0,1,1,0,0,1,0,0 +scherma01,2011,1,DET,AL,33,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schiena01,2011,1,SFN,NL,115,335,42,93,22,1,9,41,7,4,21,61,3,4,0,2,5 +schleda01,2011,1,DET,AL,49,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schnebr01,2011,1,PHI,NL,41,125,11,22,4,0,2,9,0,0,11,35,1,1,1,1,3 +schumsk01,2011,1,SLN,NL,117,367,34,104,19,0,2,38,0,2,27,50,3,2,1,3,10 +schwich01,2011,1,NYN,NL,4,6,1,1,0,0,0,0,0,0,1,2,0,0,0,0,0 +schwimi01,2011,1,PHI,NL,12,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +scottlu01,2011,1,BAL,AL,64,209,24,46,11,0,9,22,1,1,24,54,1,1,0,2,2 +scribev01,2011,1,SDN,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +scutama01,2011,1,BOS,AL,113,395,59,118,26,1,7,54,4,2,38,36,1,1,7,4,12 +seageky01,2011,1,SEA,AL,53,182,22,47,13,0,3,13,3,1,13,36,0,2,2,2,4 +selleju01,2011,1,LAN,NL,36,123,20,25,9,0,1,13,1,0,12,21,0,2,1,1,1 +severat01,2011,1,WAS,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shawbr01,2011,1,ARI,NL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sherrge01,2011,1,ATL,NL,51,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shielja02,2011,1,TBA,AL,33,8,0,0,0,0,0,1,0,0,0,5,0,0,0,0,0 +shoppke01,2011,1,TBA,AL,87,221,23,39,3,0,11,22,0,0,19,79,0,9,3,1,5 +shuckja01,2011,1,HOU,NL,37,81,9,22,2,1,0,3,2,0,11,7,1,0,0,0,3 +simonal01,2011,1,BAL,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sippto01,2011,1,CLE,AL,69,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sizemgr01,2011,1,CLE,AL,71,268,34,60,21,1,10,32,0,2,18,85,1,6,0,3,4 +sizemsc01,2011,1,DET,AL,17,63,8,14,1,0,0,4,1,1,10,19,0,0,1,0,0 +sizemsc01,2011,2,OAK,AL,93,305,42,76,21,1,11,52,4,2,43,93,0,2,4,1,8 +slamaan01,2011,1,MIN,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +slatedo01,2011,1,WAS,NL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sloweke01,2011,1,MIN,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithjo05,2011,1,CLE,AL,71,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithjo06,2011,1,CIN,NL,17,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithse01,2011,1,COL,NL,147,476,67,135,32,9,15,59,10,2,46,93,7,4,0,7,9 +smoakju01,2011,1,SEA,AL,123,427,38,100,24,0,15,55,0,0,55,105,4,3,0,4,10 +snidetr01,2011,1,TOR,AL,49,187,23,42,14,0,3,30,9,3,11,56,1,1,1,2,5 +snydebr02,2011,1,CHN,NL,8,9,1,1,0,0,0,0,0,0,0,6,0,0,0,0,0 +snydebr03,2011,1,BAL,AL,6,13,2,3,1,0,0,1,0,0,3,4,0,1,0,0,0 +snydech02,2011,1,PIT,NL,34,96,13,26,3,0,3,17,0,1,17,23,0,1,2,3,2 +sogarer01,2011,1,OAK,AL,27,70,7,14,3,0,2,4,0,0,4,13,0,0,0,0,2 +sonnaan01,2011,1,TBA,AL,15,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +soriaal01,2011,1,CHN,NL,137,475,50,116,27,1,26,88,2,1,27,113,4,4,0,2,15 +soriajo01,2011,1,KCA,AL,60,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +soriara01,2011,1,NYA,AL,42,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sosahe01,2011,1,HOU,NL,10,15,3,1,1,0,0,0,0,0,2,8,0,0,1,0,0 +sotoge01,2011,1,CHN,NL,125,421,46,96,26,0,17,54,0,0,45,124,3,6,0,2,12 +spande01,2011,1,MIN,AL,70,284,37,75,11,5,2,16,6,1,27,36,0,0,0,0,3 +spearna01,2011,1,BOS,AL,3,4,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +spencjo01,2011,1,SDN,NL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +spilbry01,2011,1,COL,NL,98,200,22,42,8,1,3,22,2,2,19,49,0,2,0,2,10 +stairma01,2011,1,WAS,NL,56,65,4,10,1,0,0,2,0,0,9,23,0,0,0,0,1 +stammcr01,2011,1,WAS,NL,7,2,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +stantmi03,2011,1,FLO,NL,150,516,79,135,30,5,34,87,5,5,70,166,6,9,0,6,11 +staufti01,2011,1,SDN,NL,32,54,2,8,0,0,0,6,0,0,1,19,0,0,7,1,1 +stettmi01,2011,1,MIL,NL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +steveje01,2011,1,CHN,NL,4,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +stewach01,2011,1,SFN,NL,67,162,20,33,8,0,3,10,0,0,16,18,4,2,3,0,2 +stewaia01,2011,1,COL,NL,48,122,14,19,6,1,0,6,3,2,14,37,2,0,0,0,1 +stewaza01,2011,1,TOR,AL,3,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +stewaza01,2011,2,CHA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stinsjo01,2011,1,NYN,NL,14,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +storedr01,2011,1,WAS,NL,73,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +strasst01,2011,1,WAS,NL,5,6,1,0,0,0,0,0,0,0,0,3,0,0,2,0,0 +streehu01,2011,1,COL,NL,62,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stroppe01,2011,1,TEX,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stroppe01,2011,2,BAL,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stubbdr01,2011,1,CIN,NL,158,604,92,147,22,3,15,44,40,10,63,205,1,7,6,1,2 +stulter01,2011,1,COL,NL,6,2,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0 +stutemi01,2011,1,PHI,NL,57,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +surkaer01,2011,1,SFN,NL,6,8,0,1,0,0,0,1,0,0,1,5,0,0,0,0,0 +suttodr01,2011,1,BOS,AL,31,54,11,17,7,0,0,7,0,0,3,13,0,1,2,0,0 +suzukic01,2011,1,SEA,AL,161,677,80,184,22,3,5,47,40,7,39,69,13,0,1,4,11 +suzukku01,2011,1,OAK,AL,134,460,54,109,26,0,14,44,2,2,38,64,1,7,3,7,14 +swarzan01,2011,1,MIN,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sweenry01,2011,1,OAK,AL,108,264,34,70,11,3,1,25,1,1,33,48,3,0,1,1,7 +swishni01,2011,1,NYA,AL,150,526,81,137,30,0,23,85,2,2,95,125,6,5,1,8,18 +tabatjo01,2011,1,PIT,NL,91,334,53,89,18,1,4,21,16,7,40,61,1,4,1,3,8 +takahhi01,2011,1,LAA,AL,61,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +talbomi01,2011,1,CLE,AL,12,2,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +tallebr01,2011,1,SLN,NL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tallebr01,2011,2,TOR,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tateyyo01,2011,1,TEX,AL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tatumcr01,2011,1,BAL,AL,31,87,7,17,3,0,0,7,1,0,6,21,0,0,2,1,7 +taylomi01,2011,1,OAK,AL,11,30,4,6,0,0,1,1,0,0,5,11,0,0,0,0,0 +tazawju01,2011,1,BOS,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +teafoev01,2011,1,KCA,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +teagata01,2011,1,TEX,AL,14,34,3,8,2,0,0,2,0,0,2,13,0,0,0,0,0 +teahema01,2011,1,CHA,AL,51,118,11,24,3,0,3,11,0,1,12,28,1,0,0,0,3 +teahema01,2011,2,TOR,AL,27,42,3,8,1,0,1,3,0,0,4,17,0,0,1,0,0 +teherju01,2011,1,ATL,NL,5,4,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +teixema01,2011,1,NYA,AL,156,589,90,146,26,1,39,111,4,1,76,110,3,11,0,8,12 +tejadmi01,2011,1,SFN,NL,91,322,28,77,16,0,4,26,4,4,12,35,5,3,2,4,10 +tejadru01,2011,1,NYN,NL,96,328,31,93,15,1,0,36,5,1,35,50,3,6,4,3,6 +tejedro01,2011,1,KCA,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tekotbl01,2011,1,SDN,NL,19,34,1,6,1,1,0,1,2,1,4,21,0,0,2,0,0 +texeika01,2011,1,KCA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thameer01,2011,1,TOR,AL,95,362,58,95,24,5,12,37,2,1,23,88,0,5,1,3,7 +thamema01,2011,1,LAN,NL,36,66,4,13,1,1,2,7,0,0,4,16,0,0,0,0,4 +thatcjo01,2011,1,SDN,NL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thayeda01,2011,1,NYN,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +theriry01,2011,1,SLN,NL,132,442,46,120,26,1,1,47,4,6,29,41,0,4,6,2,15 +tholejo01,2011,1,NYN,NL,114,340,22,91,17,0,3,40,0,2,38,47,6,4,1,3,8 +thomabr01,2011,1,DET,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thomeji01,2011,1,MIN,AL,71,206,21,50,12,0,12,40,0,0,35,69,3,0,0,1,5 +thomeji01,2011,2,CLE,AL,22,71,11,21,4,0,3,10,0,0,11,23,1,0,0,0,1 +thompaa01,2011,1,PIT,NL,4,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +thompda02,2011,1,CIN,NL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +thompri03,2011,1,LAA,AL,44,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thornma01,2011,1,CHA,AL,62,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thursjo01,2011,1,FLO,NL,1,4,0,1,0,0,0,0,1,0,0,1,0,0,0,0,0 +tillmch01,2011,1,BAL,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tobinma01,2011,1,TEX,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tolbema01,2011,1,MIN,AL,87,207,22,41,10,2,0,11,3,2,11,31,0,4,4,0,2 +tomkobr01,2011,1,TEX,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tomlijo01,2011,1,CLE,AL,27,2,1,2,0,0,0,1,0,0,0,0,0,0,0,0,0 +toregwy01,2011,1,PIT,NL,3,4,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1 +torreal01,2011,1,TBA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +torrean02,2011,1,SFN,NL,112,348,50,77,24,1,4,19,19,6,42,95,0,4,4,0,3 +torreyo01,2011,1,TEX,AL,113,396,40,108,27,1,7,37,0,2,20,65,0,0,1,2,11 +tosonre01,2011,1,MIN,AL,60,172,20,35,7,1,5,22,0,2,14,42,0,3,0,0,2 +towlejr01,2011,1,HOU,NL,54,147,11,27,7,0,3,11,0,0,13,26,1,2,1,2,3 +treanma01,2011,1,KCA,AL,65,186,24,42,6,0,3,21,2,2,33,49,0,4,5,2,3 +treanma01,2011,2,TEX,AL,7,10,0,0,0,0,0,1,0,0,1,4,0,0,0,1,0 +troncra01,2011,1,LAN,NL,18,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +troutmi01,2011,1,LAA,AL,40,123,20,27,6,0,5,16,4,0,9,30,0,2,0,1,2 +trumbma01,2011,1,LAA,AL,149,539,65,137,31,1,29,87,9,4,25,120,6,5,0,4,17 +tuckery01,2011,1,TEX,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tulowtr01,2011,1,COL,NL,143,537,81,162,36,2,30,105,9,3,59,79,12,4,1,5,16 +turneja01,2011,1,DET,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +turneju01,2011,1,NYN,NL,117,435,49,113,30,0,4,51,7,2,39,59,2,10,2,1,9 +ueharko01,2011,1,BAL,AL,43,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ueharko01,2011,2,TEX,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ugglada01,2011,1,ATL,NL,161,600,88,140,22,1,36,82,1,3,62,156,2,7,0,3,9 +uptonbj01,2011,1,TBA,AL,153,560,82,136,27,4,23,81,36,12,71,161,4,4,2,3,16 +uptonju01,2011,1,ARI,NL,159,592,105,171,39,5,31,88,21,9,59,126,9,19,0,4,8 +uribeju01,2011,1,LAN,NL,77,270,21,55,12,0,4,28,2,0,17,60,2,6,0,2,12 +utleych01,2011,1,PHI,NL,103,398,54,103,21,6,11,44,14,0,39,47,4,14,1,2,3 +valaich01,2011,1,CIN,NL,14,25,3,7,1,1,0,0,0,0,2,3,0,0,0,0,0 +valbulu01,2011,1,CLE,AL,17,43,4,9,0,0,1,1,1,0,1,9,0,0,0,0,0 +valdejo01,2011,1,HOU,NL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +valdelu01,2011,1,ATL,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +valdeme01,2011,1,TEX,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +valdera02,2011,1,SLN,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +valdera02,2011,2,NYA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +valdewi01,2011,1,PHI,NL,99,273,39,68,14,4,1,30,3,3,18,41,3,0,7,2,13 +valenda01,2011,1,MIN,AL,154,564,63,139,28,2,15,72,2,6,40,102,2,0,0,4,15 +valvejo01,2011,1,DET,AL,75,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vanderi01,2011,1,BAL,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vargaja01,2011,1,SEA,AL,32,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +varitja01,2011,1,BOS,AL,68,222,32,49,10,1,11,36,0,0,21,67,0,4,3,0,3 +varvaan01,2011,1,ATL,NL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vasquan01,2011,1,SEA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vasques01,2011,1,ARI,NL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vazquja01,2011,1,FLO,NL,36,56,5,10,1,0,0,2,0,0,2,10,0,0,9,0,1 +velazgi01,2011,1,LAA,AL,4,6,0,3,0,0,0,1,0,0,0,0,0,0,0,1,0 +velezeu01,2011,1,LAN,NL,34,37,5,0,0,0,0,1,1,0,2,11,0,1,0,0,0 +venabwi01,2011,1,SDN,NL,121,370,49,91,14,7,9,44,26,3,31,92,4,5,1,4,2 +ventejo01,2011,1,ATL,NL,85,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +verasjo01,2011,1,PIT,NL,79,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +verlaju01,2011,1,DET,AL,34,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +vicieda01,2011,1,CHA,AL,29,102,11,26,3,0,1,6,1,0,9,23,0,2,0,0,4 +victosh01,2011,1,PHI,NL,132,519,95,145,27,16,17,61,19,3,55,63,1,6,6,0,4 +villabr02,2011,1,DET,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +villaca01,2011,1,TOR,AL,33,4,1,0,0,0,0,0,0,0,1,2,0,0,0,0,0 +villael01,2011,1,FLO,NL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +violape01,2011,1,BAL,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vizcaar01,2011,1,ATL,NL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vizquom01,2011,1,CHA,AL,58,167,18,42,7,1,0,8,1,2,9,18,0,0,4,2,2 +vogelry01,2011,1,SFN,NL,31,53,7,12,1,0,0,2,0,0,2,15,0,1,5,0,1 +volqued01,2011,1,CIN,NL,21,26,2,3,0,0,0,0,0,0,1,13,0,0,7,0,1 +volstch01,2011,1,FLO,NL,29,46,3,9,2,0,0,2,0,0,1,19,0,0,5,0,1 +vottojo01,2011,1,CIN,NL,161,599,101,185,40,3,29,103,8,6,110,129,15,4,0,6,20 +wadeco01,2011,1,NYA,AL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wagnene01,2011,1,OAK,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wakefti01,2011,1,BOS,AL,33,4,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +waldejo01,2011,1,LAA,AL,62,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +waldrky01,2011,1,MIN,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +walkene01,2011,1,PIT,NL,159,596,76,163,36,4,12,83,9,6,54,112,5,4,0,8,15 +wallabr01,2011,1,HOU,NL,115,336,37,87,22,0,5,29,1,1,36,91,4,3,1,2,12 +waltepj01,2011,1,SLN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +waltepj01,2011,2,TOR,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wangch01,2011,1,WAS,NL,11,19,0,1,0,0,0,1,0,0,1,10,0,0,0,0,0 +watsoto01,2011,1,PIT,NL,43,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +weaveje02,2011,1,LAA,AL,33,4,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +webbry01,2011,1,FLO,NL,53,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +weeksje01,2011,1,OAK,AL,97,406,50,123,26,8,2,36,22,11,21,62,1,4,2,4,3 +weeksri01,2011,1,MIL,NL,118,453,77,122,26,2,20,49,9,2,50,107,3,8,1,3,6 +weilaky01,2011,1,BOS,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +weinhro01,2011,1,DET,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wellsca01,2011,1,DET,AL,64,113,16,29,10,0,4,12,1,0,9,29,0,2,1,0,2 +wellsca01,2011,2,SEA,AL,31,102,14,22,1,0,7,15,2,2,9,42,2,5,0,0,1 +wellsra01,2011,1,CHN,NL,23,43,2,6,0,0,0,1,0,0,1,13,0,0,6,0,0 +wellsve01,2011,1,LAA,AL,131,505,60,110,15,4,25,66,9,4,20,86,0,1,0,3,8 +werthja01,2011,1,WAS,NL,150,561,69,130,26,1,20,58,19,3,74,160,5,10,0,4,10 +westbja01,2011,1,SLN,NL,35,47,2,5,2,0,1,8,0,0,3,23,0,0,10,0,0 +wheelda01,2011,1,BOS,AL,47,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +whelake01,2011,1,NYA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +whiteal01,2011,1,CLE,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +whiteal01,2011,2,COL,NL,7,13,1,1,1,0,0,0,0,0,0,6,0,0,1,0,0 +whiteel03,2011,1,SFN,NL,82,213,14,42,8,2,4,17,2,1,18,59,3,2,1,2,8 +wietema01,2011,1,BAL,AL,139,500,72,131,28,0,22,68,1,0,48,84,3,2,0,1,16 +wiggity01,2011,1,COL,NL,130,401,52,97,21,2,15,47,8,1,38,84,4,5,1,1,10 +wilheto01,2011,1,SEA,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wilkad01,2011,1,DET,AL,5,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +willido03,2011,1,CIN,NL,16,31,2,12,3,1,1,4,0,0,0,4,0,0,3,0,0 +willije02,2011,1,LAA,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +willijo03,2011,1,OAK,AL,136,488,69,120,26,0,29,98,4,1,56,150,3,11,0,8,6 +willira01,2011,1,BOS,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +willire03,2011,1,LAA,AL,22,22,0,1,1,0,0,1,0,0,4,7,0,0,2,0,0 +wilsobo02,2011,1,LAA,AL,57,111,5,21,8,0,1,8,0,2,10,16,1,0,4,2,2 +wilsobr01,2011,1,SFN,NL,57,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wilsocj01,2011,1,TEX,AL,34,4,1,1,0,1,0,0,0,0,0,0,0,0,1,0,0 +wilsoja02,2011,1,SEA,AL,62,173,22,43,8,0,0,11,5,2,9,27,0,0,3,2,2 +wilsoja02,2011,2,ATL,NL,17,41,3,9,1,0,0,0,0,0,1,12,0,0,3,0,0 +wilsojo03,2011,1,ARI,NL,6,10,3,2,1,0,0,1,0,0,0,1,0,0,0,0,0 +wilsojo03,2011,2,MIL,NL,54,75,10,17,4,0,2,4,1,0,4,21,0,0,3,0,0 +wilsomi02,2011,1,SEA,AL,8,27,0,4,1,0,0,3,0,0,1,7,0,0,0,0,1 +wisede01,2011,1,FLO,NL,49,67,6,16,2,0,0,5,4,2,3,21,0,1,0,1,0 +wisede01,2011,2,TOR,AL,20,32,4,4,0,1,2,2,2,0,0,15,0,0,0,0,0 +wolfra02,2011,1,MIL,NL,33,61,2,10,3,0,0,0,0,0,0,25,0,1,4,0,0 +woodbl01,2011,1,KCA,AL,55,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +woodbr01,2011,1,LAA,AL,6,14,1,2,1,0,0,0,0,0,0,8,0,0,1,0,1 +woodbr01,2011,2,PIT,NL,99,236,25,52,9,0,7,31,0,0,19,65,2,0,1,1,5 +woodke02,2011,1,CHN,NL,55,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +woodti01,2011,1,PIT,NL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +woodtr01,2011,1,CIN,NL,26,30,2,2,0,0,1,3,0,0,0,14,0,0,5,0,0 +woodwch01,2011,1,TOR,AL,11,10,3,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +worleva01,2011,1,PHI,NL,25,45,4,10,1,0,0,5,0,0,1,14,0,0,2,0,0 +worrema01,2011,1,BAL,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +worthda01,2011,1,DET,AL,30,37,6,10,2,0,0,3,0,0,2,9,0,0,0,0,0 +wrighda03,2011,1,NYN,NL,102,389,60,99,23,1,14,61,13,2,52,97,4,3,0,3,5 +wrighja01,2011,1,SEA,AL,60,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wrighwe01,2011,1,HOU,NL,21,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +wuertmi01,2011,1,OAK,AL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +youklke01,2011,1,BOS,AL,120,431,68,111,32,2,17,80,3,0,68,100,3,14,0,4,14 +youngch03,2011,1,NYN,NL,4,9,1,3,0,0,0,2,0,0,0,4,0,0,2,0,0 +youngch04,2011,1,ARI,NL,156,567,89,134,38,3,20,71,22,9,80,139,4,4,1,7,3 +youngde03,2011,1,MIN,AL,84,305,26,81,16,0,4,32,1,0,18,55,2,0,0,2,12 +youngde03,2011,2,DET,AL,40,168,28,46,5,1,8,32,0,0,5,30,0,2,0,3,7 +younger03,2011,1,COL,NL,77,198,34,49,4,3,0,10,27,4,26,38,0,3,1,1,1 +youngma02,2011,1,ATL,NL,20,48,4,10,1,0,0,1,0,1,4,6,0,0,0,0,0 +youngmi02,2011,1,TEX,AL,159,631,88,213,41,6,11,106,6,2,47,78,7,2,0,9,17 +zagurmi01,2011,1,PHI,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +zambrca01,2011,1,CHN,NL,25,44,8,14,2,0,2,5,0,0,2,14,0,0,2,0,0 +zieglbr01,2011,1,OAK,AL,43,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +zieglbr01,2011,2,ARI,NL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +zimmejo02,2011,1,WAS,NL,29,43,1,9,1,0,0,3,0,0,2,12,0,0,11,0,0 +zimmery01,2011,1,WAS,NL,101,395,52,114,21,2,12,49,3,1,41,73,4,1,0,3,14 +zitoba01,2011,1,SFN,NL,13,13,0,0,0,0,0,0,0,0,1,5,0,0,0,0,1 +zobribe01,2011,1,TBA,AL,156,588,99,158,46,6,20,91,19,6,77,128,1,2,2,5,9 +aardsda01,2012,1,NYA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +abadfe01,2012,1,HOU,NL,37,7,0,1,0,0,0,0,0,0,0,3,0,0,0,0,1 +abreubo01,2012,1,LAA,AL,8,24,1,5,3,0,0,5,0,0,2,5,0,0,0,1,1 +abreubo01,2012,2,LAN,NL,92,195,28,48,8,1,3,19,6,2,35,51,3,0,0,0,6 +abreuto01,2012,1,KCA,AL,22,70,5,18,2,1,1,15,0,0,2,13,0,1,0,1,1 +accarje01,2012,1,CLE,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +accarje01,2012,2,OAK,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +aceveal01,2012,1,BOS,AL,69,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ackledu01,2012,1,SEA,AL,153,607,84,137,22,2,12,50,13,3,59,124,7,0,1,1,3 +acostma01,2012,1,NYN,NL,45,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +adamsma01,2012,1,SLN,NL,27,86,8,21,6,0,2,13,0,0,5,24,0,0,0,0,3 +adamsmi03,2012,1,TEX,AL,61,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +adcocna01,2012,1,KCA,AL,12,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +affelje01,2012,1,SFN,NL,67,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +albaljo01,2012,1,ARI,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +alberma01,2012,1,BOS,AL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +alberma01,2012,2,ARI,NL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +albural01,2012,1,DET,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +allenbr01,2012,1,OAK,AL,3,7,0,0,0,0,0,0,0,0,0,5,0,0,0,0,0 +allenbr01,2012,2,TBA,AL,7,13,3,2,0,0,1,3,0,0,2,4,0,0,0,0,0 +allenco01,2012,1,CLE,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +alonsyo01,2012,1,SDN,NL,155,549,47,150,39,0,9,62,3,0,62,101,9,3,1,4,14 +altuvjo01,2012,1,HOU,NL,147,576,80,167,34,4,7,37,33,11,40,74,0,6,4,4,8 +alvarhe01,2012,1,TOR,AL,31,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +alvarpe01,2012,1,PIT,NL,149,525,64,128,25,1,30,85,1,0,57,180,6,1,0,3,10 +amarial01,2012,1,LAA,AL,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +amarial01,2012,2,SDN,NL,105,275,35,66,15,5,5,32,8,4,17,42,1,0,6,2,2 +ambrihe01,2012,1,HOU,NL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +anderbr04,2012,1,OAK,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +anderbr05,2012,1,SLN,NL,10,12,2,3,1,0,0,0,1,0,1,6,0,1,0,0,0 +anderla03,2012,1,BOS,AL,6,8,1,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +andinro01,2012,1,BAL,AL,127,384,41,81,13,1,7,28,5,5,37,100,0,2,7,1,13 +andruel01,2012,1,TEX,AL,158,629,85,180,31,9,3,62,21,10,57,96,0,5,17,3,15 +ankieri01,2012,1,WAS,NL,68,158,15,36,10,2,5,15,1,3,12,59,3,0,1,0,3 +aokino01,2012,1,MIL,NL,151,520,81,150,37,4,10,50,30,8,43,55,1,13,7,5,6 +archech01,2012,1,TBA,AL,8,3,1,0,0,0,0,0,0,1,0,1,0,0,0,0,0 +arencjp01,2012,1,TOR,AL,102,347,45,81,16,0,18,56,1,0,18,108,1,3,1,3,4 +ariasjo01,2012,1,SFN,NL,112,319,30,86,13,5,5,34,5,1,13,44,4,5,2,5,12 +arredjo01,2012,1,CIN,NL,66,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +arrieja01,2012,1,BAL,AL,24,3,0,0,0,0,0,0,0,0,1,2,0,0,0,0,0 +arroybr01,2012,1,CIN,NL,32,63,4,9,1,0,1,3,0,0,1,28,0,0,6,1,1 +atchisc01,2012,1,BOS,AL,42,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +aumonph01,2012,1,PHI,NL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +averyxa01,2012,1,BAL,AL,32,94,14,21,6,1,1,6,6,3,11,23,0,0,2,0,2 +avilaal01,2012,1,DET,AL,116,367,42,89,21,2,9,48,2,0,61,104,2,2,2,2,12 +avilalu01,2012,1,ATL,NL,31,3,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +avilemi01,2012,1,BOS,AL,136,512,57,128,28,0,13,60,14,6,23,77,0,2,3,6,6 +axelrdy01,2012,1,CHA,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +axforjo01,2012,1,MIL,NL,75,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +ayalalu01,2012,1,BAL,AL,66,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +aybarer01,2012,1,LAA,AL,141,517,67,150,31,5,8,45,20,4,22,61,1,5,7,2,11 +badenbu01,2012,1,TBA,AL,66,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +bailean01,2012,1,BOS,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +baileho02,2012,1,CIN,NL,34,70,1,8,1,0,0,5,0,0,1,29,0,0,5,0,3 +bakerje03,2012,1,CHN,NL,54,134,16,36,10,1,4,20,4,1,8,28,0,0,0,2,4 +bakerje03,2012,2,DET,AL,15,35,1,7,2,0,0,4,0,0,2,10,0,0,0,0,3 +bakerje03,2012,3,ATL,NL,14,19,1,2,0,0,0,1,0,0,1,10,1,0,0,0,0 +bakerjo01,2012,1,SDN,NL,63,193,17,46,8,0,0,14,2,1,20,41,2,0,1,0,4 +balesco01,2012,1,DET,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +balfogr01,2012,1,OAK,AL,75,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +barajro01,2012,1,PIT,NL,104,321,29,66,11,0,11,31,0,0,29,69,5,7,0,4,4 +bardda01,2012,1,BOS,AL,17,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +barmecl01,2012,1,PIT,NL,144,455,34,104,16,1,8,45,0,2,20,106,3,8,8,2,9 +barnebr02,2012,1,HOU,NL,43,98,8,20,3,0,1,7,1,1,5,29,0,1,1,0,1 +barneda01,2012,1,CHN,NL,156,548,73,139,26,4,7,44,6,1,33,58,1,3,3,1,11 +barnesc01,2012,1,CLE,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bartlja01,2012,1,SDN,NL,29,83,8,11,5,0,0,4,0,0,12,27,0,0,2,1,6 +bartoda02,2012,1,OAK,AL,46,113,8,23,7,0,1,6,1,0,22,32,0,1,0,0,1 +bassan01,2012,1,SDN,NL,25,31,3,4,0,1,0,5,1,0,0,13,0,0,0,0,0 +bastaan01,2012,1,PHI,NL,65,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +batismi01,2012,1,NYN,NL,30,6,0,0,0,0,0,0,0,0,0,4,0,0,1,0,0 +batismi01,2012,2,ATL,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bauertr01,2012,1,ARI,NL,4,4,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +bautijo02,2012,1,TOR,AL,92,332,64,80,14,0,27,65,5,2,59,63,2,4,0,4,11 +baxtemi01,2012,1,NYN,NL,89,179,26,47,14,2,3,17,5,3,25,45,4,5,0,2,0 +bayja01,2012,1,NYN,NL,70,194,21,32,2,0,8,20,5,1,19,58,0,0,0,2,3 +beachbr01,2012,1,ATL,NL,14,27,3,5,1,0,0,4,0,0,2,17,0,0,2,0,0 +beatope01,2012,1,NYN,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +beatope01,2012,2,BOS,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +beavabl01,2012,1,SEA,AL,26,2,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +beckch01,2012,1,TOR,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +beckejo02,2012,1,BOS,AL,21,5,0,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +beckejo02,2012,2,LAN,NL,7,16,0,0,0,0,0,0,0,0,0,9,0,0,1,0,0 +beckhgo01,2012,1,CHA,AL,151,525,62,123,24,0,16,60,5,4,40,89,0,7,8,2,10 +bedarer01,2012,1,PIT,NL,24,37,2,4,1,0,0,0,0,0,1,14,0,0,6,0,0 +belisma01,2012,1,COL,NL,80,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +belisro01,2012,1,LAN,NL,68,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +belivje01,2012,1,CHN,NL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bellhe01,2012,1,MIA,NL,73,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +belljo01,2012,1,ARI,NL,21,52,3,9,2,0,1,4,0,0,4,14,1,0,0,0,3 +belowdu01,2012,1,DET,AL,27,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +beltbr01,2012,1,SFN,NL,145,411,47,113,27,6,7,56,12,2,54,106,5,3,0,4,2 +beltrad01,2012,1,TEX,AL,156,604,95,194,33,2,36,102,1,0,36,82,8,5,0,9,8 +beltrca01,2012,1,SLN,NL,151,547,83,147,26,1,32,97,13,6,65,124,15,2,1,4,9 +benoijo01,2012,1,DET,AL,73,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bergebr02,2012,1,ARI,NL,19,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +berkeja01,2012,1,BAL,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +berkeja01,2012,2,CHN,NL,4,5,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +berkmla01,2012,1,SLN,NL,32,81,12,21,7,1,2,7,2,0,14,19,3,2,0,0,3 +bernaro01,2012,1,WAS,NL,129,227,25,66,11,0,5,25,15,3,28,53,3,2,3,1,2 +berryqu01,2012,1,DET,AL,94,291,44,75,10,6,2,29,21,0,25,80,0,7,6,1,4 +betanra01,2012,1,COL,NL,60,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +betanyu01,2012,1,KCA,AL,57,215,21,49,14,1,7,36,0,1,9,25,0,0,1,3,10 +betemwi01,2012,1,BAL,AL,102,341,41,89,19,0,12,40,0,1,31,103,0,1,0,3,8 +biancje01,2012,1,MIL,NL,33,69,8,13,2,0,3,9,0,0,4,13,0,0,2,1,1 +billich01,2012,1,LAN,NL,25,42,1,8,1,0,0,2,0,0,0,18,0,0,5,1,0 +bixlebr01,2012,1,HOU,NL,36,88,11,17,6,0,2,7,3,0,7,36,0,0,1,0,0 +blackch02,2012,1,COL,NL,42,113,15,32,8,0,2,9,1,2,4,17,0,3,1,0,4 +blackni01,2012,1,MIN,AL,19,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +blacktr01,2012,1,SFN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +blacktr01,2012,2,OAK,AL,24,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +blancgr01,2012,1,SFN,NL,141,393,56,96,14,5,5,34,26,6,51,104,2,2,5,2,0 +blanche01,2012,1,ARI,NL,21,64,6,12,3,0,1,7,1,0,3,18,0,0,0,0,1 +blankky01,2012,1,SDN,NL,4,5,0,1,0,0,0,0,0,0,1,2,0,0,0,0,0 +blantjo01,2012,1,PHI,NL,21,39,0,3,0,0,0,1,0,0,3,20,0,1,2,0,0 +blantjo01,2012,2,LAN,NL,10,16,0,1,0,0,0,0,0,0,0,6,0,0,5,0,0 +blevije01,2012,1,OAK,AL,63,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bloomwi01,2012,1,ARI,NL,80,324,47,98,21,5,0,23,7,10,12,55,0,0,0,2,5 +blumge01,2012,1,ARI,NL,17,28,1,4,0,0,0,1,0,0,2,7,0,0,0,1,0 +boescbr01,2012,1,DET,AL,132,470,52,113,22,2,12,54,6,3,26,104,1,5,0,2,11 +boggsmi01,2012,1,SLN,NL,78,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bogusbr01,2012,1,HOU,NL,146,355,39,72,9,2,7,28,15,4,41,96,1,7,0,1,6 +bonifem01,2012,1,MIA,NL,64,244,30,63,3,4,1,11,30,3,25,52,1,1,4,0,3 +boscajc01,2012,1,ATL,NL,6,10,0,2,0,0,0,2,0,0,0,1,0,0,0,0,0 +bourgja01,2012,1,KCA,AL,30,62,10,16,2,1,0,5,5,4,4,4,0,0,0,0,1 +bourjpe01,2012,1,LAA,AL,101,168,27,37,7,0,3,19,3,1,15,44,0,3,6,3,2 +bournmi01,2012,1,ATL,NL,155,624,96,171,26,10,9,57,42,13,70,155,1,3,2,4,2 +bowdemi01,2012,1,BOS,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bowdemi01,2012,2,CHN,NL,30,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +boxbebr01,2012,1,SDN,NL,24,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +brachbr01,2012,1,SDN,NL,67,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brantmi02,2012,1,CLE,AL,149,552,63,159,37,4,6,60,12,9,53,56,12,0,0,4,7 +brantro01,2012,1,MIA,NL,31,100,14,29,8,0,3,8,1,1,13,16,2,0,0,0,1 +braunry02,2012,1,MIL,NL,154,598,108,191,36,3,41,112,30,7,63,128,15,11,0,5,12 +braybi01,2012,1,CIN,NL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +breslcr01,2012,1,ARI,NL,40,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +breslcr01,2012,2,BOS,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brignre01,2012,1,TBA,AL,16,21,1,2,0,0,0,1,0,0,1,5,0,0,0,0,0 +brittza01,2012,1,BAL,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brothre01,2012,1,COL,NL,75,2,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +brownan02,2012,1,COL,NL,46,112,14,26,7,0,5,11,2,2,12,34,0,0,0,2,3 +brownba01,2012,1,SLN,NL,22,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brownco01,2012,1,WAS,NL,19,25,4,5,2,0,1,3,0,0,1,9,0,0,1,0,0 +browndo01,2012,1,PHI,NL,56,187,21,44,11,2,5,26,0,0,21,34,2,2,0,2,6 +broxtjo01,2012,1,KCA,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +broxtjo01,2012,2,CIN,NL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bruceja01,2012,1,CIN,NL,155,560,89,141,35,5,34,99,9,3,62,155,11,4,0,7,5 +brummty01,2012,1,PHI,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brunebr01,2012,1,CHA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +buchhcl01,2012,1,BOS,AL,29,2,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +buckjo01,2012,1,MIA,NL,106,343,29,66,15,1,12,41,0,0,49,103,5,3,1,2,8 +bucktr01,2012,1,HOU,NL,33,74,7,16,5,1,0,6,0,0,6,18,0,1,0,0,2 +buehrma01,2012,1,MIA,NL,31,67,2,3,1,0,0,1,0,0,0,29,0,0,4,0,1 +buenofr01,2012,1,KCA,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bumgama01,2012,1,SFN,NL,32,68,4,11,1,0,2,6,0,0,1,25,0,0,6,0,0 +bundydy01,2012,1,BAL,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +burneaj01,2012,1,PIT,NL,31,63,1,4,0,0,0,2,0,0,3,36,0,0,5,0,1 +burneal01,2012,1,MIN,AL,67,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +burnese01,2012,1,WAS,NL,70,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +burnsco01,2012,1,SDN,NL,17,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +burriem01,2012,1,SFN,NL,60,136,15,29,1,0,0,7,5,3,10,25,1,1,2,1,6 +burrose01,2012,1,MIN,AL,10,17,0,2,1,0,0,1,0,0,1,3,0,0,0,0,1 +burtoja01,2012,1,MIN,AL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +buterdr01,2012,1,MIN,AL,42,111,7,22,6,0,1,5,0,0,9,26,0,2,0,0,3 +butlebi03,2012,1,KCA,AL,161,614,72,192,32,1,29,107,2,1,54,111,9,7,0,4,20 +byrdati01,2012,1,NYN,NL,56,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +byrdma01,2012,1,CHN,NL,13,43,1,3,0,0,0,2,0,1,3,10,1,1,0,0,2 +byrdma01,2012,2,BOS,AL,34,100,9,27,2,0,1,7,0,2,2,21,0,1,1,2,1 +cabreal03,2012,1,CHN,NL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cabreas01,2012,1,CLE,AL,143,555,70,150,35,1,16,68,9,4,52,99,3,6,1,2,18 +cabreed01,2012,1,COL,NL,2,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +cabreev01,2012,1,SDN,NL,115,398,49,98,19,3,2,24,44,4,43,110,2,3,5,0,3 +cabreme01,2012,1,SFN,NL,113,459,84,159,25,10,11,60,13,5,36,63,4,0,1,5,8 +cabremi01,2012,1,DET,AL,161,622,109,205,40,0,44,139,4,1,66,98,17,3,0,6,28 +cahiltr01,2012,1,ARI,NL,32,67,2,8,0,0,0,4,0,0,1,24,0,0,5,0,1 +cainlo01,2012,1,KCA,AL,61,222,27,59,9,2,7,31,10,0,15,56,0,3,0,4,4 +cainma01,2012,1,SFN,NL,35,74,6,13,2,0,1,6,0,0,2,33,0,0,8,0,0 +cairomi01,2012,1,CIN,NL,70,150,9,28,7,2,1,13,4,0,4,20,0,1,0,1,4 +calhoko01,2012,1,LAA,AL,21,23,2,4,1,0,0,1,1,0,2,6,1,0,0,0,0 +callaal01,2012,1,LAA,AL,138,457,55,115,20,0,10,53,4,3,56,59,1,0,3,4,6 +campato01,2012,1,CHN,NL,89,174,26,46,6,0,0,5,30,3,11,43,0,0,7,0,0 +campsh01,2012,1,CHN,NL,80,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +canoro01,2012,1,NYA,AL,161,627,105,196,48,1,33,94,3,2,61,96,10,7,0,2,22 +canzlru01,2012,1,CLE,AL,26,93,9,25,3,0,3,11,0,0,4,22,1,0,0,0,0 +cappsca01,2012,1,SEA,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cappsma01,2012,1,MIN,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +capuach01,2012,1,LAN,NL,34,54,3,5,2,0,0,3,0,0,1,27,0,0,13,1,0 +cardead01,2012,1,CHN,NL,45,60,5,11,6,0,0,2,0,0,7,13,1,0,0,0,0 +carigan01,2012,1,OAK,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +carlilu01,2012,1,CLE,AL,4,14,2,3,1,0,0,1,1,0,0,3,0,0,0,0,1 +carmofa01,2012,1,CLE,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +carpean01,2012,1,TOR,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +carpech01,2012,1,SLN,NL,3,6,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +carpech02,2012,1,BOS,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +carpeda01,2012,1,HOU,NL,31,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +carpeda01,2012,2,TOR,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +carpeda02,2012,1,LAA,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +carpema01,2012,1,SLN,NL,114,296,44,87,22,5,6,46,1,1,34,63,2,3,0,7,10 +carpmi01,2012,1,SEA,AL,59,164,17,35,6,0,5,20,1,0,21,46,1,3,0,1,7 +carradj01,2012,1,NYN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +carreez01,2012,1,CLE,AL,48,147,20,40,6,3,2,11,8,1,8,35,1,1,1,1,3 +carrejo01,2012,1,TOR,AL,11,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +carrobr01,2012,1,WAS,NL,5,2,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +carroja01,2012,1,MIN,AL,138,470,65,126,18,1,1,40,9,5,52,65,0,4,7,4,9 +carsoma01,2012,1,MIN,AL,26,66,3,15,1,0,0,4,0,0,2,21,0,0,0,1,0 +carsoro01,2012,1,NYN,NL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cartech02,2012,1,OAK,AL,67,218,38,52,12,0,16,39,0,0,39,83,1,0,0,3,4 +cashnan01,2012,1,SDN,NL,33,7,0,1,0,0,0,0,0,0,1,2,0,0,0,0,0 +casilal01,2012,1,MIN,AL,106,299,33,72,17,2,1,30,21,1,16,52,0,3,3,5,6 +cassebo01,2012,1,LAA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +casteal01,2012,1,LAN,NL,16,23,3,4,0,1,1,3,0,0,0,8,0,1,0,1,0 +castile01,2012,1,CHN,NL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +castiwe01,2012,1,CHN,NL,52,170,16,45,11,0,5,22,0,0,17,51,2,2,0,1,4 +castrja01,2012,1,HOU,NL,87,257,29,66,15,2,6,29,0,0,31,61,2,1,2,4,8 +castrst01,2012,1,CHN,NL,162,646,78,183,29,12,14,78,25,13,36,100,5,4,0,5,15 +cecilbr01,2012,1,TOR,AL,21,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +cedenro02,2012,1,NYN,NL,78,166,18,43,11,1,4,22,0,1,17,35,0,1,2,0,10 +cedenxa01,2012,1,HOU,NL,44,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +cervefr01,2012,1,NYA,AL,3,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +cespeyo01,2012,1,OAK,AL,129,487,70,142,25,5,23,82,16,4,43,102,5,7,0,3,9 +chacijh01,2012,1,COL,NL,14,24,4,7,2,0,0,3,0,0,1,3,0,0,1,0,0 +chambad01,2012,1,SLN,NL,41,54,4,12,0,2,0,4,2,1,5,18,2,1,2,0,0 +chambjo03,2012,1,NYA,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chapmar01,2012,1,CIN,NL,68,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chapmja02,2012,1,CHN,NL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chatwty01,2012,1,COL,NL,23,16,1,4,1,0,0,1,0,0,1,3,0,0,6,0,0 +chaveen01,2012,1,BAL,AL,64,158,15,32,6,0,2,12,3,2,6,24,1,1,4,0,2 +chaveer01,2012,1,NYA,AL,113,278,36,78,12,0,16,37,0,0,30,59,3,1,0,4,10 +chaveje01,2012,1,TOR,AL,9,2,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +chaveje01,2012,2,OAK,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chenbr01,2012,1,KCA,AL,35,5,0,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +chenwe02,2012,1,BAL,AL,32,3,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +chiselo01,2012,1,CLE,AL,43,142,16,38,6,1,5,16,2,1,8,27,0,1,0,0,2 +choatra01,2012,1,MIA,NL,44,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +choatra01,2012,2,LAN,NL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +choosh01,2012,1,CLE,AL,155,598,88,169,43,2,16,67,21,7,73,150,0,14,0,1,10 +chrisju01,2012,1,SFN,NL,34,56,6,7,1,0,0,2,2,1,5,3,0,0,0,0,0 +chulkvi01,2012,1,MIL,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cingrto01,2012,1,CIN,NL,3,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +ciriape01,2012,1,BOS,AL,76,259,33,76,15,2,2,19,16,3,8,47,2,0,5,0,2 +cishest01,2012,1,MIA,NL,68,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clemeje01,2012,1,PIT,NL,23,22,1,3,1,0,0,1,0,0,2,7,0,0,0,0,2 +cletoma01,2012,1,SLN,NL,9,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +clevest01,2012,1,CHN,NL,69,199,16,40,12,0,1,16,0,1,16,39,0,0,0,0,10 +clippty01,2012,1,WAS,NL,74,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cloydty01,2012,1,PHI,NL,6,11,2,1,0,0,0,0,0,0,3,3,0,0,0,0,1 +cobbal01,2012,1,TBA,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +coellro01,2012,1,TOR,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +coffeto01,2012,1,LAN,NL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +coghlch01,2012,1,MIA,NL,39,93,10,13,1,0,1,10,0,2,9,12,1,0,1,2,4 +cokeph01,2012,1,DET,AL,66,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +colemca01,2012,1,CHN,NL,17,3,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +colemlo01,2012,1,KCA,AL,42,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +colliti01,2012,1,KCA,AL,72,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +collmjo01,2012,1,ARI,NL,28,16,1,1,0,0,0,2,0,0,1,5,0,0,6,0,0 +colonba01,2012,1,OAK,AL,24,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +colonro01,2012,1,KCA,AL,3,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +colvity01,2012,1,COL,NL,136,420,62,122,27,10,18,72,7,3,21,117,0,2,2,1,6 +congeha01,2012,1,LAA,AL,7,18,0,3,0,0,0,1,0,0,1,0,0,1,1,1,1 +conrabr01,2012,1,MIL,NL,25,40,2,3,0,0,2,6,0,0,3,16,0,0,0,1,0 +conrabr01,2012,2,TBA,AL,24,58,4,10,5,0,2,9,0,0,3,27,0,0,0,0,2 +constjo01,2012,1,ATL,NL,37,76,8,19,2,0,0,4,5,2,8,21,2,0,2,0,0 +contrjo01,2012,1,PHI,NL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cookaa01,2012,1,BOS,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cookry01,2012,1,OAK,AL,71,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +coopeda01,2012,1,TOR,AL,45,140,16,42,11,0,4,11,0,1,4,22,0,1,0,0,1 +corbipa01,2012,1,ARI,NL,22,36,3,4,0,1,0,4,0,0,1,17,0,0,6,0,0 +cordefr01,2012,1,TOR,AL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cordefr01,2012,2,HOU,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +corpama01,2012,1,CHN,NL,48,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +corpoca01,2012,1,HOU,NL,27,78,5,21,2,0,4,13,0,1,4,19,0,1,1,1,2 +correke01,2012,1,PIT,NL,32,47,1,5,0,0,0,0,0,1,0,21,0,0,8,0,0 +costami01,2012,1,CIN,NL,17,18,0,1,0,0,0,2,0,0,1,10,0,0,0,2,0 +cousisc01,2012,1,MIA,NL,53,86,7,14,4,1,1,3,1,1,4,24,2,0,2,0,2 +cowgico01,2012,1,OAK,AL,38,104,10,28,2,0,1,9,3,4,11,27,0,0,0,1,3 +cozarza01,2012,1,CIN,NL,138,561,72,138,33,4,15,35,4,0,31,113,0,3,2,3,11 +craigal01,2012,1,SLN,NL,119,469,76,144,35,0,22,92,2,1,37,89,1,1,0,7,15 +crainje01,2012,1,CHA,AL,51,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +crawfbr01,2012,1,SFN,NL,143,435,44,108,26,3,4,45,1,4,33,95,6,3,2,3,4 +crawfca02,2012,1,BOS,AL,31,117,23,33,10,2,3,19,5,0,3,22,0,2,1,2,1 +crawfev01,2012,1,TOR,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +crispco01,2012,1,OAK,AL,120,455,68,118,25,7,11,46,39,4,45,64,0,0,6,2,9 +crosbca01,2012,1,DET,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +crowaa01,2012,1,KCA,AL,73,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cruzju02,2012,1,PIT,NL,43,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cruzlu01,2012,1,LAN,NL,78,283,26,84,20,0,6,40,2,1,9,34,1,2,1,1,7 +cruzne02,2012,1,TEX,AL,159,585,86,152,45,0,24,90,8,4,48,140,2,5,0,4,7 +cruzrh01,2012,1,HOU,NL,52,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +cruzto03,2012,1,SLN,NL,51,126,11,32,9,1,1,11,0,1,3,19,0,0,0,2,4 +cuddymi01,2012,1,COL,NL,101,358,53,93,30,2,16,58,8,3,32,78,1,0,0,4,12 +cuetojo01,2012,1,CIN,NL,33,67,3,6,1,0,0,2,0,0,0,24,0,0,17,0,0 +culbech01,2012,1,SFN,NL,6,22,0,3,0,0,0,1,0,0,0,7,0,0,1,0,0 +cunniaa01,2012,1,CLE,AL,72,97,5,17,4,0,1,7,0,3,9,25,1,0,3,0,0 +damonjo01,2012,1,CLE,AL,64,207,25,46,6,2,4,19,4,0,17,27,0,0,0,0,0 +danksjo01,2012,1,CHA,AL,9,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +danksjo02,2012,1,CHA,AL,50,67,12,15,1,0,1,4,3,1,6,16,0,0,0,2,1 +darnach01,2012,1,PIT,NL,8,6,2,0,0,0,0,1,1,0,0,2,0,0,0,0,0 +darneja01,2012,1,SDN,NL,7,17,1,4,1,0,1,1,0,0,2,2,0,0,0,0,3 +darviyu01,2012,1,TEX,AL,29,3,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +davisch02,2012,1,BAL,AL,139,515,75,139,20,0,33,85,2,3,37,169,6,7,0,3,8 +davisik02,2012,1,NYN,NL,156,519,66,118,26,0,32,90,0,2,61,141,3,1,0,3,10 +davisra01,2012,1,TOR,AL,142,447,64,115,24,3,8,43,46,13,29,102,3,6,1,4,8 +daviswa01,2012,1,TBA,AL,54,2,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +deazaal01,2012,1,CHA,AL,131,524,81,147,29,6,9,50,26,12,47,109,3,9,4,1,1 +dedunsa01,2012,1,MIN,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +defraju01,2012,1,PHI,NL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dejesda01,2012,1,CHN,NL,148,506,76,133,28,8,9,50,7,8,61,89,1,9,2,4,9 +dejesiv02,2012,1,LAN,NL,23,33,5,9,3,0,0,4,1,1,3,7,0,0,0,1,1 +dejesiv02,2012,2,BOS,AL,8,8,0,0,0,0,0,0,0,0,0,6,0,0,0,0,0 +delabst01,2012,1,SEA,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +delabst01,2012,2,TOR,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +delarda01,2012,1,TBA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +delarjo01,2012,1,COL,NL,3,5,0,2,0,0,0,1,0,0,0,1,0,0,0,0,0 +delarru01,2012,1,LAN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +delgara01,2012,1,ATL,NL,18,25,3,6,0,0,0,1,0,0,0,9,0,0,3,0,1 +delosfa01,2012,1,OAK,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +delroen01,2012,1,HOU,NL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +demelsa01,2012,1,ARI,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dempsry01,2012,1,CHN,NL,16,32,1,3,0,1,0,1,0,0,0,9,0,0,1,0,0 +dempsry01,2012,2,TEX,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +denorch01,2012,1,SDN,NL,130,348,56,102,19,6,8,36,13,5,27,52,0,2,2,3,9 +derosma01,2012,1,WAS,NL,48,85,13,16,5,0,0,6,1,0,14,18,0,0,1,1,3 +descada01,2012,1,SLN,NL,143,374,41,85,10,7,4,26,6,3,37,83,3,5,7,3,5 +desmoia01,2012,1,WAS,NL,130,513,72,150,33,2,25,73,21,6,30,113,1,3,0,1,17 +detwiro01,2012,1,WAS,NL,33,45,0,2,0,0,0,1,0,0,1,22,0,0,3,0,0 +devrico01,2012,1,MIN,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dewitbl01,2012,1,CHN,NL,18,29,1,4,1,0,0,1,0,0,0,2,0,0,0,1,1 +diamosc01,2012,1,MIN,AL,27,7,1,1,0,0,0,0,0,0,0,4,0,0,1,0,0 +diazju02,2012,1,CLE,AL,5,15,4,4,0,0,0,0,0,0,1,5,0,1,0,0,3 +diazma02,2012,1,ATL,NL,51,108,10,24,6,0,2,13,0,0,9,21,1,0,0,1,4 +dickech01,2012,1,NYA,AL,25,14,5,4,0,0,2,5,3,0,3,5,0,0,0,0,1 +dickera01,2012,1,NYN,NL,34,72,3,11,0,0,0,3,0,0,0,14,0,1,10,0,3 +dicksbr01,2012,1,SLN,NL,4,2,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +diekmja01,2012,1,PHI,NL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dillati01,2012,1,MIL,NL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dirksan01,2012,1,DET,AL,88,314,56,101,18,5,8,35,1,1,23,53,2,2,3,2,4 +dobbsgr01,2012,1,MIA,NL,120,319,26,91,13,2,5,39,4,2,14,53,5,2,0,7,8 +dolisra01,2012,1,CHN,NL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dominma01,2012,1,HOU,NL,31,109,14,31,2,2,5,16,0,0,4,17,1,0,0,0,4 +donalja01,2012,1,CLE,AL,43,124,18,25,2,1,2,11,4,0,5,40,0,3,1,2,0 +donaljo02,2012,1,OAK,AL,75,274,34,66,16,0,9,33,4,1,14,61,0,5,0,1,6 +doolise01,2012,1,OAK,AL,44,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +doteloc01,2012,1,DET,AL,57,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +doubrfe01,2012,1,BOS,AL,29,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +doumiry01,2012,1,MIN,AL,134,484,56,133,34,1,18,75,0,0,29,98,5,7,0,8,17 +downsda02,2012,1,DET,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +downsma01,2012,1,HOU,NL,91,178,15,36,4,1,8,16,2,4,8,38,1,4,1,0,5 +downssc01,2012,1,LAA,AL,57,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +doziebr01,2012,1,MIN,AL,84,316,33,74,11,1,6,33,9,2,16,58,0,1,4,3,10 +drabeky01,2012,1,TOR,AL,13,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +drewst01,2012,1,ARI,NL,40,135,17,26,8,1,2,12,0,1,19,35,1,0,0,1,1 +drewst01,2012,2,OAK,AL,39,152,21,38,5,0,5,16,1,1,18,41,1,0,0,2,1 +dudalu01,2012,1,NYN,NL,121,401,43,96,15,0,15,57,1,0,51,120,0,4,0,3,5 +duensbr01,2012,1,MIN,AL,55,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +duffyda01,2012,1,KCA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dukeza01,2012,1,WAS,NL,8,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +duncash01,2012,1,CLE,AL,81,232,29,47,10,0,11,31,1,2,28,59,1,1,0,3,9 +dunnad01,2012,1,CHA,AL,151,539,87,110,19,0,41,96,2,1,105,222,3,1,0,4,8 +dunnmi01,2012,1,MIA,NL,60,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +durbich01,2012,1,ATL,NL,76,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dysonja01,2012,1,KCA,AL,102,292,52,76,8,5,0,9,30,5,30,56,1,1,4,3,5 +dysonsa01,2012,1,TOR,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +eatonad02,2012,1,ARI,NL,22,85,19,22,3,2,2,5,2,3,14,15,0,3,1,0,0 +edginjo01,2012,1,NYN,NL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +edlefst01,2012,1,SFN,NL,14,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +egberja01,2012,1,NYN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ekstrmi01,2012,1,COL,NL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +elbersc01,2012,1,LAN,NL,43,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +eldrebr01,2012,1,DET,AL,5,16,1,3,1,1,0,1,0,0,1,6,0,0,0,0,0 +ellisaj01,2012,1,LAN,NL,133,423,44,114,20,1,13,52,0,0,65,107,11,7,6,4,17 +ellisma01,2012,1,LAN,NL,110,415,62,107,21,1,7,31,5,0,40,70,0,7,2,0,5 +ellsbja01,2012,1,BOS,AL,74,303,43,82,18,0,4,26,14,3,19,43,0,0,0,1,5 +elmorja01,2012,1,ARI,NL,30,68,1,13,4,0,0,7,0,0,5,6,0,0,0,0,1 +elyjo01,2012,1,LAN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +encared01,2012,1,TOR,AL,151,542,93,152,24,0,42,110,13,3,84,94,12,11,0,7,6 +enrigba01,2012,1,LAA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +eovalna01,2012,1,LAN,NL,10,12,0,0,0,0,0,0,0,0,1,8,0,0,1,0,0 +eovalna01,2012,2,MIA,NL,12,20,2,3,0,0,0,0,0,0,0,12,0,0,2,0,0 +eppleco01,2012,1,NYA,AL,59,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +escaled01,2012,1,COL,NL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +escobal02,2012,1,KCA,AL,155,605,68,177,30,7,5,52,35,5,27,100,2,8,8,0,14 +escobed01,2012,1,CHA,AL,36,87,14,18,4,1,0,3,2,0,9,23,0,0,1,0,0 +escobed01,2012,2,MIN,AL,14,44,4,10,0,0,0,6,1,0,2,8,0,1,1,1,0 +escobyu01,2012,1,TOR,AL,145,558,58,141,22,1,9,51,5,1,35,70,1,4,7,4,21 +espinda01,2012,1,WAS,NL,160,594,82,147,37,2,17,56,20,6,46,189,4,13,3,2,11 +estrama01,2012,1,MIL,NL,29,40,1,4,2,0,0,3,0,0,2,21,0,0,3,0,0 +ethiean01,2012,1,LAN,NL,149,556,79,158,36,1,20,89,2,2,50,124,6,9,0,3,13 +evelada01,2012,1,BAL,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +exposlu01,2012,1,BAL,AL,9,18,2,1,0,0,0,0,0,0,3,5,0,0,0,0,0 +faluir01,2012,1,KCA,AL,24,85,14,29,6,1,0,7,0,2,4,9,0,0,2,0,2 +familje01,2012,1,NYN,NL,8,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +farnsky01,2012,1,TBA,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +farrier01,2012,1,MIL,NL,13,8,1,1,0,0,0,0,1,0,1,2,0,0,0,0,0 +federti01,2012,1,LAN,NL,3,3,0,1,0,0,0,0,0,0,1,2,0,0,0,0,0 +feldmsc01,2012,1,TEX,AL,29,4,0,1,0,0,0,1,0,0,0,2,0,0,1,0,0 +felizne01,2012,1,TEX,AL,8,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +fickch01,2012,1,SLN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fickch01,2012,2,HOU,NL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fieldpr01,2012,1,DET,AL,162,581,83,182,33,1,30,108,1,0,85,84,18,17,0,7,19 +fieldth01,2012,1,COL,NL,2,2,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +fienca01,2012,1,MIN,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fiersmi01,2012,1,MIL,NL,23,32,0,3,0,0,0,2,0,0,0,17,0,0,6,0,0 +fifest01,2012,1,LAN,NL,5,7,1,2,1,0,0,0,0,0,0,2,0,0,1,0,0 +figgich01,2012,1,SEA,AL,66,166,18,30,5,2,2,11,4,1,19,48,0,0,7,2,3 +figuepe01,2012,1,OAK,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fistedo01,2012,1,DET,AL,26,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +flahery01,2012,1,BAL,AL,77,153,15,33,2,1,6,19,1,0,6,43,0,3,3,1,3 +floreje02,2012,1,WAS,NL,83,277,22,59,12,1,6,26,1,2,13,59,3,1,2,3,6 +floripe01,2012,1,MIN,AL,43,137,16,30,5,2,1,10,3,1,10,30,0,0,3,0,3 +flowety01,2012,1,CHA,AL,52,136,19,29,6,0,7,13,2,1,12,56,0,4,1,0,2 +floydga01,2012,1,CHA,AL,29,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fontemi01,2012,1,PHI,NL,47,97,13,28,2,0,1,5,0,1,7,23,2,1,0,0,2 +fontwi01,2012,1,TEX,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fordle01,2012,1,BAL,AL,25,71,7,13,3,0,3,4,1,0,7,13,0,0,1,0,3 +forsylo01,2012,1,SDN,NL,91,315,45,86,13,3,6,26,8,2,28,57,0,6,0,1,6 +fowlede01,2012,1,COL,NL,143,454,72,136,18,11,13,53,12,5,68,128,1,0,6,2,5 +francbe01,2012,1,TOR,AL,27,50,5,12,5,1,0,2,0,1,4,10,0,0,0,0,0 +francbe01,2012,2,HOU,NL,31,85,5,21,4,0,2,5,0,0,5,23,0,0,0,0,0 +francbe01,2012,3,TBA,AL,24,57,4,13,5,0,2,8,0,0,4,16,0,0,0,2,1 +francfr01,2012,1,NYN,NL,48,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +francje01,2012,1,COL,NL,24,31,2,2,0,0,0,0,0,0,2,8,0,0,6,0,2 +francje02,2012,1,KCA,AL,148,561,58,132,26,3,16,49,4,7,34,119,9,7,0,1,14 +francju02,2012,1,ATL,NL,93,192,17,45,11,0,9,32,1,1,11,70,2,1,0,1,5 +frandke01,2012,1,PHI,NL,55,195,24,66,10,3,2,14,0,1,9,18,2,5,1,0,4 +frasoja01,2012,1,TOR,AL,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +frazito01,2012,1,CIN,NL,128,422,55,115,26,6,19,67,3,2,36,103,1,3,0,4,9 +freemfr01,2012,1,ATL,NL,147,540,91,140,33,2,23,94,2,0,64,129,4,7,0,9,10 +freemsa01,2012,1,SLN,NL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +freesda01,2012,1,SLN,NL,144,501,70,147,25,1,20,79,3,3,57,122,2,7,0,2,19 +friedch01,2012,1,COL,NL,17,25,1,2,0,0,0,0,0,0,3,15,0,0,1,0,0 +frierer01,2012,1,SDN,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +frierer01,2012,2,LAA,AL,56,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fryerer01,2012,1,PIT,NL,6,4,0,1,0,0,0,0,0,0,1,1,0,0,0,0,0 +fuentbr01,2012,1,OAK,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fuentbr01,2012,2,SLN,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fukudko01,2012,1,CHA,AL,24,41,2,7,1,0,0,4,0,1,8,9,0,0,0,2,0 +fuldsa01,2012,1,TBA,AL,44,98,14,25,3,2,0,5,7,2,8,14,0,1,0,0,0 +furbuch01,2012,1,SEA,AL,48,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +furcara01,2012,1,SLN,NL,121,477,69,126,18,3,5,49,12,4,44,57,1,1,5,4,7 +galarar01,2012,1,HOU,NL,5,8,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +gallayo01,2012,1,MIL,NL,33,67,3,11,3,0,1,9,0,0,0,25,0,0,8,0,1 +galvifr01,2012,1,PHI,NL,58,190,14,43,15,1,3,24,0,0,7,29,0,0,3,0,6 +gamelma01,2012,1,MIL,NL,21,69,10,17,2,1,1,6,3,0,4,15,0,1,0,1,0 +garciav01,2012,1,DET,AL,23,47,7,15,0,0,0,3,0,2,3,10,1,1,0,0,1 +garcich02,2012,1,WAS,NL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +garcifr02,2012,1,NYA,AL,30,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +garcija01,2012,1,SFN,NL,73,3,0,1,0,0,0,1,0,0,0,1,0,0,0,0,0 +garcija02,2012,1,SLN,NL,20,40,7,10,1,1,1,3,0,0,2,15,0,0,4,0,1 +gardnbr01,2012,1,NYA,AL,16,31,7,10,2,0,0,3,2,2,5,7,0,0,1,0,0 +garzama01,2012,1,CHN,NL,18,30,0,2,1,0,0,0,0,0,0,23,0,0,4,0,0 +gaudich01,2012,1,MIA,NL,46,8,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +gearrco01,2012,1,ATL,NL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +geedi01,2012,1,NYN,NL,17,27,4,4,2,0,0,1,0,0,2,7,0,0,5,0,1 +geltzst01,2012,1,LAA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gentrcr01,2012,1,TEX,AL,122,240,31,73,12,3,1,26,13,7,14,41,1,10,5,0,4 +germaju01,2012,1,BOS,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +germaju01,2012,2,CHN,NL,13,17,1,1,0,0,0,0,0,0,1,10,0,0,6,0,0 +getzch01,2012,1,KCA,AL,64,189,22,52,10,3,0,17,9,3,11,17,0,0,8,2,3 +giambja01,2012,1,COL,NL,60,89,7,20,4,0,1,8,0,0,20,24,2,2,0,2,4 +giavojo01,2012,1,KCA,AL,53,181,21,43,7,1,1,15,3,0,8,35,0,0,0,0,4 +gillaco01,2012,1,SFN,NL,6,20,2,3,1,0,0,2,0,0,0,2,0,0,0,0,0 +gimench01,2012,1,TBA,AL,42,100,10,26,4,0,1,9,0,0,8,24,0,0,1,0,4 +gimenhe01,2012,1,CHA,AL,5,11,1,5,0,0,0,1,0,0,0,3,0,0,0,0,0 +godfrgr01,2012,1,OAK,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +goldspa01,2012,1,ARI,NL,145,514,82,147,43,1,20,82,18,3,60,130,4,4,0,9,9 +gomesbr01,2012,1,TBA,AL,15,1,0,0,0,0,0,1,0,0,1,1,0,0,0,0,0 +gomesjo01,2012,1,OAK,AL,99,279,46,73,10,0,18,47,3,1,44,104,2,8,1,1,2 +gomesya01,2012,1,TOR,AL,43,98,9,20,4,0,4,13,0,0,6,32,0,3,1,3,3 +gomezca01,2012,1,MIL,NL,137,415,72,108,19,4,19,51,37,6,20,98,1,8,6,3,6 +gomezje01,2012,1,CLE,AL,20,4,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +gomezma01,2012,1,BOS,AL,37,102,14,28,5,2,2,17,0,0,8,26,0,0,0,1,4 +gonzaad01,2012,1,BOS,AL,123,484,63,145,37,0,15,86,0,0,31,81,4,5,0,7,9 +gonzaad01,2012,2,LAN,NL,36,145,12,43,10,1,3,22,2,0,11,29,1,0,0,1,1 +gonzaal02,2012,1,MIL,NL,24,81,8,21,4,0,4,15,1,1,6,15,0,2,0,0,1 +gonzaal03,2012,1,TEX,AL,24,54,7,13,2,1,0,4,0,0,0,9,0,0,1,0,0 +gonzaca01,2012,1,COL,NL,135,518,89,157,31,5,22,85,20,5,56,115,11,2,0,3,11 +gonzaed01,2012,1,HOU,NL,6,9,0,1,0,0,0,1,0,0,2,5,0,0,1,0,0 +gonzagi01,2012,1,WAS,NL,32,64,2,6,1,0,1,4,0,0,1,25,0,0,9,1,0 +gonzama01,2012,1,HOU,NL,80,205,21,48,13,0,2,12,3,3,13,29,0,0,1,0,9 +gonzami02,2012,1,WAS,NL,47,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gonzami03,2012,1,BAL,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gordoal01,2012,1,KCA,AL,161,642,93,189,51,5,14,72,10,5,73,140,3,3,0,3,14 +gordode01,2012,1,LAN,NL,87,303,38,69,9,2,1,17,32,10,20,62,0,3,2,2,5 +gorzeto01,2012,1,WAS,NL,45,6,0,2,0,0,0,1,0,0,1,1,0,0,0,0,0 +gosean01,2012,1,TOR,AL,56,166,25,37,7,3,1,11,15,3,17,59,0,2,4,0,1 +grahaty01,2012,1,ARI,NL,10,2,1,0,0,0,0,0,0,1,0,2,0,0,0,0,0 +grandcu01,2012,1,NYA,AL,160,596,102,138,18,4,43,106,10,3,75,195,4,5,1,7,5 +grandya01,2012,1,SDN,NL,60,192,28,57,7,1,8,36,0,0,31,39,1,1,0,2,8 +grayje02,2012,1,MIN,AL,49,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +greenad01,2012,1,MIA,NL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +greenni01,2012,1,MIA,NL,7,23,1,4,3,0,0,1,0,0,0,6,0,1,0,0,0 +greenta01,2012,1,MIL,NL,58,103,8,19,7,0,3,14,0,0,10,24,0,2,0,2,3 +greenty02,2012,1,SLN,NL,77,179,16,39,9,2,4,19,9,2,13,56,1,1,2,2,4 +greenty02,2012,2,HOU,NL,39,126,18,31,6,0,7,11,3,2,6,39,0,0,0,1,3 +gregelu01,2012,1,SDN,NL,77,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +greggke01,2012,1,BAL,AL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gregodi01,2012,1,CIN,NL,8,20,1,6,0,0,0,2,0,0,0,5,0,0,1,0,0 +greinza01,2012,1,MIL,NL,24,33,3,7,3,0,1,2,0,0,0,8,0,0,4,1,2 +greinza01,2012,2,LAA,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +griffaj01,2012,1,OAK,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grillja01,2012,1,PIT,NL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grimmju01,2012,1,TEX,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guerrja01,2012,1,LAN,NL,45,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guerrma02,2012,1,LAN,NL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guthrje01,2012,1,COL,NL,24,25,1,2,0,0,0,1,0,0,1,11,0,0,4,0,1 +guthrje01,2012,2,KCA,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gutiefr01,2012,1,SEA,AL,40,150,18,39,10,1,4,17,3,1,9,31,0,2,1,1,5 +guyerbr01,2012,1,TBA,AL,3,7,2,1,0,0,1,1,0,0,0,1,0,0,0,0,0 +guzmaje01,2012,1,SDN,NL,120,287,32,71,18,2,9,48,3,3,29,71,3,2,1,2,2 +gwynnto02,2012,1,LAN,NL,103,259,29,60,8,4,0,17,13,6,16,52,2,0,2,0,6 +hackeer01,2012,1,SFN,NL,4,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +hafnetr01,2012,1,CLE,AL,66,219,23,50,6,2,12,34,0,0,32,47,2,9,0,3,9 +hagadni01,2012,1,CLE,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +haguema01,2012,1,PIT,NL,30,70,5,16,2,0,0,7,1,0,3,14,0,1,0,0,1 +hairsje02,2012,1,LAN,NL,78,238,19,65,13,1,4,26,1,2,23,27,2,3,1,2,7 +hairssc01,2012,1,NYN,NL,134,377,52,99,25,3,20,57,8,2,19,83,0,1,0,1,10 +hallaro01,2012,1,PHI,NL,25,53,4,9,0,0,0,2,0,0,0,26,0,0,4,0,0 +hallbi03,2012,1,BAL,AL,7,9,2,2,0,0,1,1,0,0,5,7,1,0,0,0,0 +hamelco01,2012,1,PHI,NL,31,69,5,15,2,0,1,5,0,1,4,27,0,1,8,0,1 +hamiljo03,2012,1,TEX,AL,148,562,103,160,31,2,43,128,7,4,60,162,13,5,0,9,9 +hammeja01,2012,1,BAL,AL,20,4,0,0,0,0,0,0,0,0,0,3,0,0,3,0,0 +hampsju01,2012,1,NYN,NL,13,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +handbr01,2012,1,MIA,NL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1 +hanigry01,2012,1,CIN,NL,112,317,25,87,14,0,2,24,0,0,44,37,13,3,4,3,6 +hannaja01,2012,1,CLE,AL,105,287,23,70,16,0,4,29,0,2,27,63,0,2,1,1,9 +hanrajo01,2012,1,PIT,NL,63,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hansoto01,2012,1,ATL,NL,31,49,0,1,0,0,0,0,0,0,2,30,0,0,10,0,0 +happja01,2012,1,HOU,NL,22,32,2,3,0,0,0,1,0,0,3,16,0,0,5,0,0 +happja01,2012,2,TOR,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +haranaa01,2012,1,LAN,NL,31,56,1,4,1,0,0,2,0,0,0,23,0,0,7,0,1 +hardyjj01,2012,1,BAL,AL,158,663,85,158,30,2,22,68,0,0,38,106,4,3,7,2,21 +harenda01,2012,1,LAA,AL,31,4,0,0,0,0,0,0,0,0,0,2,0,0,3,0,0 +harpebr03,2012,1,WAS,NL,139,533,98,144,26,9,22,59,18,6,56,120,0,2,3,3,8 +harrelu01,2012,1,HOU,NL,35,59,5,9,0,0,0,1,0,0,1,32,0,0,3,0,1 +harrijo05,2012,1,PIT,NL,104,249,34,58,9,5,3,16,7,3,10,37,0,7,7,3,3 +harrima01,2012,1,TEX,AL,33,5,0,0,0,0,0,0,0,0,0,3,0,0,2,0,1 +harriwi01,2012,1,CIN,NL,25,44,5,5,4,0,0,2,1,1,3,8,0,0,1,0,0 +harriwi02,2012,1,COL,NL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hartco01,2012,1,MIL,NL,149,562,91,152,35,4,30,83,5,0,44,151,5,11,2,3,13 +harvema01,2012,1,NYN,NL,10,18,0,6,2,0,0,3,0,0,0,7,0,0,3,0,0 +hatchch02,2012,1,MIA,NL,11,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +hawkila01,2012,1,LAA,AL,48,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hayesbr01,2012,1,MIA,NL,39,114,7,23,6,0,0,3,1,0,4,49,3,0,0,0,1 +headlch01,2012,1,SDN,NL,161,604,95,173,31,2,31,115,17,6,86,157,2,4,0,5,7 +heathde01,2012,1,CHA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hechaad01,2012,1,TOR,AL,41,126,10,32,8,0,2,15,0,0,4,32,0,1,5,1,2 +hefneje01,2012,1,NYN,NL,26,20,1,2,0,0,1,1,0,0,0,11,0,0,6,0,0 +heisech01,2012,1,CIN,NL,120,347,44,92,16,5,7,31,6,3,18,81,0,7,3,0,8 +hellije01,2012,1,TBA,AL,31,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +heltoto01,2012,1,COL,NL,69,240,31,57,16,1,7,37,1,1,39,44,1,1,0,3,6 +hendeji01,2012,1,MIL,NL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hendrli01,2012,1,MIN,AL,17,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +henslcl01,2012,1,SFN,NL,60,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hermije01,2012,1,SDN,NL,13,24,2,6,1,1,0,2,1,0,3,7,1,0,0,0,0 +hernada01,2012,1,ARI,NL,72,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +hernafe02,2012,1,SEA,AL,33,3,0,1,1,0,0,2,0,0,0,1,0,0,0,0,0 +hernago01,2012,1,PIT,NL,25,24,2,2,0,0,0,2,2,0,1,5,0,1,0,0,1 +hernago01,2012,2,MIA,NL,45,132,16,28,2,3,3,11,5,2,12,37,0,2,1,0,1 +hernali01,2012,1,ATL,NL,18,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +hernali01,2012,2,MIL,NL,26,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +hernalu01,2012,1,TEX,AL,2,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hernape02,2012,1,CHA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hernara02,2012,1,COL,NL,52,184,16,40,10,0,5,28,0,1,6,32,1,2,2,2,4 +herndda01,2012,1,PHI,NL,5,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +herreel01,2012,1,LAN,NL,67,187,26,47,10,1,1,17,4,2,23,50,0,2,2,0,5 +herrejo03,2012,1,COL,NL,86,225,29,59,9,1,3,12,4,1,16,39,3,2,7,0,5 +herreke01,2012,1,KCA,AL,76,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +herrmch01,2012,1,MIN,AL,7,18,0,1,0,0,0,1,0,0,1,5,0,0,0,0,0 +herrmfr01,2012,1,CLE,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hestejo01,2012,1,LAA,AL,39,85,14,18,1,0,3,4,0,0,8,25,0,1,1,0,1 +heywaja01,2012,1,ATL,NL,158,587,93,158,30,6,27,82,21,8,58,152,1,2,0,3,4 +hicksbr01,2012,1,OAK,AL,22,64,8,11,5,0,3,7,1,0,6,31,0,0,0,0,1 +hillaa01,2012,1,ARI,NL,156,609,93,184,44,6,26,85,14,5,52,86,7,4,1,2,15 +hillko01,2012,1,CHN,NL,11,39,3,7,1,0,0,1,0,0,0,7,0,0,0,0,0 +hillri01,2012,1,BOS,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hillsh01,2012,1,TOR,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hillst01,2012,1,SLN,NL,9,10,1,2,1,0,0,0,0,0,0,3,0,0,0,0,0 +hinshal01,2012,1,SDN,NL,31,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +hinshal01,2012,2,CHN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hinsker01,2012,1,ATL,NL,91,132,9,26,7,1,2,13,0,0,14,41,2,0,0,1,5 +hochelu01,2012,1,KCA,AL,32,5,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +hoeslj01,2012,1,BAL,AL,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +holadbr01,2012,1,DET,AL,6,12,3,3,1,0,0,0,0,0,0,2,0,0,1,0,0 +hollade01,2012,1,TEX,AL,29,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +hollagr01,2012,1,KCA,AL,67,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hollima01,2012,1,SLN,NL,157,599,95,177,36,2,27,102,4,4,75,132,3,9,0,5,16 +holtbr01,2012,1,PIT,NL,24,65,6,19,2,1,0,3,0,0,4,14,0,0,2,1,1 +hoovejj01,2012,1,CIN,NL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +horstje01,2012,1,PHI,NL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hosmeer01,2012,1,KCA,AL,152,535,65,124,22,2,14,60,16,1,56,95,4,2,0,5,10 +hottoto01,2012,1,KCA,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +howarry01,2012,1,PHI,NL,71,260,28,57,11,0,14,56,0,0,25,99,7,4,0,3,8 +howeljp01,2012,1,TBA,AL,55,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hudsoda01,2012,1,ARI,NL,9,13,1,2,0,0,0,1,0,0,2,6,0,0,0,1,0 +hudsoor01,2012,1,SDN,NL,35,123,11,26,0,5,1,11,3,2,8,27,0,0,0,0,3 +hudsoor01,2012,2,CHA,AL,51,137,10,27,3,3,2,17,3,1,12,24,1,0,3,0,3 +hudsoti01,2012,1,ATL,NL,29,55,4,12,3,0,0,6,0,0,2,18,0,1,7,2,0 +huffau01,2012,1,SFN,NL,52,78,7,15,4,0,1,7,0,0,16,12,1,0,0,1,3 +huffda01,2012,1,CLE,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hugheja02,2012,1,PIT,NL,66,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +hughelu01,2012,1,MIN,AL,4,10,0,2,0,0,0,2,1,0,0,4,0,0,0,1,0 +hughelu01,2012,2,OAK,AL,4,13,0,1,0,0,0,0,0,0,0,6,0,0,0,0,0 +hugheph01,2012,1,NYA,AL,32,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +humbeph01,2012,1,CHA,AL,26,5,0,1,0,0,0,1,0,0,0,2,0,0,0,0,0 +hundlni01,2012,1,SDN,NL,58,204,14,32,7,1,3,22,0,3,15,56,2,2,1,3,4 +hunteto01,2012,1,LAA,AL,140,534,81,167,24,1,16,92,9,1,38,133,1,8,1,3,15 +hunteto02,2012,1,BAL,AL,33,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +hutchdr01,2012,1,TOR,AL,11,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +iannech01,2012,1,LAA,AL,79,221,27,53,6,1,9,26,1,3,29,60,0,2,0,1,4 +ibanera01,2012,1,NYA,AL,130,384,50,92,19,3,19,62,3,0,35,67,5,4,0,2,14 +igarary01,2012,1,TOR,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +igarary01,2012,2,NYA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +iglesjo01,2012,1,BOS,AL,25,68,5,8,2,0,1,2,1,0,4,16,0,3,2,0,2 +infanom01,2012,1,MIA,NL,85,328,42,94,23,2,8,33,10,1,12,42,0,1,4,2,7 +infanom01,2012,2,DET,AL,64,226,27,58,7,5,4,20,7,2,9,23,0,0,4,2,2 +ingebr01,2012,1,DET,AL,9,20,2,2,1,0,1,2,0,0,0,6,0,0,0,0,0 +ingebr01,2012,2,OAK,AL,74,283,31,64,13,0,11,52,0,1,24,85,1,1,0,3,8 +ishiktr01,2012,1,MIL,NL,94,152,19,39,12,1,4,30,0,0,13,42,3,4,4,1,4 +isrinja01,2012,1,LAA,AL,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +iwakuhi01,2012,1,SEA,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +izturce01,2012,1,MIL,NL,57,162,9,38,6,2,2,11,1,1,3,13,0,0,4,0,7 +izturce01,2012,2,WAS,NL,5,4,4,2,1,0,0,0,0,0,0,0,0,0,0,0,0 +izturma01,2012,1,LAA,AL,100,289,35,74,11,0,2,20,17,2,25,38,0,2,3,0,10 +jacksau01,2012,1,DET,AL,137,543,103,163,29,10,16,66,12,9,67,134,0,2,2,3,9 +jacksbr01,2012,1,CHN,NL,44,120,14,21,6,1,4,9,0,3,22,59,0,0,0,0,1 +jacksed01,2012,1,WAS,NL,34,57,6,13,0,0,0,0,0,0,3,21,0,0,5,0,0 +jacksry02,2012,1,SLN,NL,13,17,2,2,0,0,0,0,0,0,1,3,0,0,0,0,1 +jacobmi02,2012,1,ARI,NL,13,19,4,4,1,0,0,2,0,0,4,6,1,0,0,0,0 +janispa01,2012,1,ATL,NL,55,167,18,31,6,1,0,9,1,0,17,30,0,2,0,0,1 +janseke01,2012,1,LAN,NL,65,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +janssca01,2012,1,TOR,AL,62,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jasojo01,2012,1,SEA,AL,108,294,41,81,19,2,10,50,5,0,56,51,1,5,1,5,6 +jayjo02,2012,1,SLN,NL,117,443,70,135,22,4,4,40,19,7,34,71,3,15,9,1,9 +jeffrje01,2012,1,KCA,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jenkich01,2012,1,TOR,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jennida01,2012,1,MIA,NL,22,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jennide01,2012,1,TBA,AL,132,505,85,124,19,7,13,47,31,2,46,120,1,5,6,1,7 +jepseke01,2012,1,LAA,AL,49,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jeterde01,2012,1,NYA,AL,159,683,99,216,32,0,15,58,9,4,45,90,1,5,6,1,24 +jimenlu01,2012,1,SEA,AL,7,17,0,1,0,0,0,0,0,0,1,4,0,0,0,0,0 +jimenub01,2012,1,CLE,AL,31,5,0,0,0,0,0,0,0,0,0,5,0,0,0,0,0 +johnsch05,2012,1,HOU,NL,92,341,36,95,21,3,8,41,4,1,23,92,1,3,0,1,12 +johnsch05,2012,2,ARI,NL,44,147,12,42,7,2,7,35,1,0,8,40,1,1,1,3,6 +johnsda06,2012,1,CHA,AL,14,22,8,8,1,0,3,6,0,0,9,3,1,0,0,0,0 +johnsel02,2012,1,TBA,AL,123,297,32,72,10,2,6,33,18,6,24,84,0,3,5,2,3 +johnsji04,2012,1,BAL,AL,71,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnsjo09,2012,1,MIA,NL,31,53,2,5,0,0,0,2,0,0,2,34,0,0,5,0,0 +johnske05,2012,1,TOR,AL,142,507,61,114,19,2,16,55,14,2,62,159,4,5,2,4,8 +johnsni01,2012,1,BAL,AL,38,87,9,18,4,0,4,11,2,0,11,26,0,4,0,0,4 +johnsre02,2012,1,CHN,NL,76,169,23,51,9,3,3,16,2,1,10,43,1,4,0,0,3 +johnsre02,2012,2,ATL,NL,43,100,7,27,5,0,0,4,0,1,3,18,0,2,0,0,1 +johnsro07,2012,1,NYN,NL,17,52,3,13,2,0,0,4,0,0,4,10,2,0,1,1,2 +johnsst02,2012,1,BAL,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jonesad01,2012,1,BAL,AL,162,648,103,186,39,3,32,82,16,7,34,126,0,13,0,2,15 +jonesan01,2012,1,NYA,AL,94,233,27,46,7,0,14,34,0,0,28,71,1,5,0,3,2 +jonesch06,2012,1,ATL,NL,112,387,58,111,23,0,14,62,1,0,57,51,6,1,0,3,15 +jonesga02,2012,1,PIT,NL,145,475,68,130,28,3,27,86,2,0,33,103,2,0,0,7,3 +jonesna01,2012,1,CHA,AL,65,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +joycema01,2012,1,TBA,AL,124,399,55,96,18,3,17,59,4,3,55,102,4,6,1,1,10 +jurrjja01,2012,1,ATL,NL,11,13,1,1,0,0,0,0,0,0,1,6,0,0,3,0,0 +kaaihki01,2012,1,OAK,AL,39,128,13,30,9,0,4,14,1,0,10,28,0,1,0,0,6 +kalisry01,2012,1,BOS,AL,36,96,12,22,3,0,0,5,3,2,6,26,0,0,0,1,4 +karstje01,2012,1,PIT,NL,19,28,3,3,0,0,0,2,0,0,0,15,0,0,1,0,0 +kawasmu01,2012,1,SEA,AL,61,104,13,20,1,0,0,7,2,2,8,18,0,1,2,0,2 +kearnau01,2012,1,MIA,NL,87,147,21,36,6,0,4,16,2,1,22,44,1,6,0,0,8 +kellesh01,2012,1,SEA,AL,47,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kellyca01,2012,1,SDN,NL,7,10,0,2,0,0,0,0,0,0,0,4,0,0,2,0,1 +kellydo01,2012,1,DET,AL,75,113,14,21,2,1,1,7,2,0,14,22,0,0,0,0,2 +kellyjo05,2012,1,SLN,NL,29,33,3,5,2,0,0,2,0,0,0,13,0,0,2,0,0 +kempma01,2012,1,LAN,NL,106,403,74,122,22,2,23,69,9,4,40,103,8,3,0,3,10 +kendrho01,2012,1,LAA,AL,147,550,57,158,32,3,8,67,14,6,29,115,1,4,6,5,26 +kendrky01,2012,1,PHI,NL,37,36,2,5,2,0,0,0,0,0,3,19,0,0,6,0,0 +kennead01,2012,1,LAN,NL,86,168,22,44,8,1,2,16,1,1,23,33,1,1,4,5,5 +kenneia01,2012,1,ARI,NL,33,51,4,4,0,1,0,6,0,0,11,29,0,0,10,1,1 +keppije01,2012,1,TBA,AL,115,385,46,125,15,1,9,40,1,0,24,31,0,4,1,4,14 +kershcl01,2012,1,LAN,NL,34,58,2,12,1,0,0,2,0,0,2,19,0,0,14,1,2 +keuchda01,2012,1,HOU,NL,17,20,1,2,0,0,0,1,0,0,1,10,0,0,5,1,0 +kimbrcr01,2012,1,ATL,NL,63,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kinnejo01,2012,1,SEA,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kinslia01,2012,1,TEX,AL,157,655,105,168,42,5,19,72,21,9,60,90,0,10,1,5,14 +kintzbr01,2012,1,MIL,NL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kipnija01,2012,1,CLE,AL,152,591,86,152,22,4,14,76,31,7,67,109,2,5,3,6,12 +kirkmmi01,2012,1,TEX,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +klubeco01,2012,1,CLE,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +koehlto01,2012,1,MIA,NL,8,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +komater01,2012,1,SLN,NL,15,19,3,4,0,0,0,0,0,0,2,2,0,0,0,0,0 +komater01,2012,2,MIN,AL,15,32,2,7,0,0,0,1,0,0,4,3,0,0,0,1,2 +konerpa01,2012,1,CHA,AL,144,533,66,159,22,0,26,75,0,0,56,83,4,7,0,2,16 +kontoge01,2012,1,SFN,NL,44,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +korecbo01,2012,1,TOR,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kotchca01,2012,1,CLE,AL,142,463,46,106,12,0,12,55,3,0,26,49,1,7,3,1,15 +kotsama01,2012,1,SDN,NL,82,143,9,37,8,0,2,14,0,2,11,14,1,1,0,1,2 +kottage01,2012,1,MIL,NL,58,86,10,18,4,0,3,12,0,0,29,24,1,0,1,0,2 +kottage01,2012,2,OAK,AL,27,85,10,18,2,1,6,19,0,0,8,24,0,0,0,0,2 +kozmape01,2012,1,SLN,NL,26,72,11,24,5,3,2,14,2,0,7,19,1,0,1,2,4 +kratzer01,2012,1,PHI,NL,50,141,14,35,9,0,9,26,0,0,11,34,2,2,0,3,2 +kubelja01,2012,1,ARI,NL,141,506,75,128,30,4,30,90,1,1,57,151,7,2,0,6,11 +kurodhi01,2012,1,NYA,AL,33,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +laffeaa01,2012,1,TOR,AL,22,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lahaibr01,2012,1,CHN,NL,130,340,42,88,17,0,16,40,4,2,39,124,3,0,0,1,8 +lairdbr01,2012,1,HOU,NL,17,35,2,9,1,0,1,4,0,0,2,8,0,0,0,0,1 +lairdge01,2012,1,DET,AL,63,174,24,49,8,1,2,11,0,0,14,21,0,1,1,1,4 +lallibl01,2012,1,CHN,NL,6,15,1,2,0,0,0,2,0,0,1,3,0,0,0,0,0 +langery01,2012,1,LAA,AL,2,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +lannajo01,2012,1,WAS,NL,6,9,0,1,0,0,0,0,0,0,1,4,0,0,1,0,0 +laporma01,2012,1,CLE,AL,22,58,2,14,2,0,1,5,0,0,1,17,0,1,0,0,1 +larocad01,2012,1,WAS,NL,154,571,76,155,35,1,33,100,1,1,67,138,7,0,0,9,10 +latosma01,2012,1,CIN,NL,33,65,2,12,1,0,1,4,0,0,3,32,0,1,10,1,0 +lavarry01,2012,1,BOS,AL,46,153,11,24,8,0,2,12,0,0,11,41,0,0,0,2,4 +lawribr01,2012,1,TOR,AL,125,494,73,135,26,3,11,48,13,8,33,86,0,5,2,2,9 +layneto01,2012,1,SDN,NL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leagubr01,2012,1,SEA,AL,46,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leagubr01,2012,2,LAN,NL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leakemi01,2012,1,CIN,NL,35,61,8,18,3,0,2,3,0,0,1,20,0,0,7,0,0 +leblawa01,2012,1,MIA,NL,25,12,0,1,1,0,0,0,0,0,0,1,0,1,3,0,1 +lecursa01,2012,1,CIN,NL,48,1,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0 +leeca01,2012,1,HOU,NL,66,258,24,74,15,1,5,29,0,0,19,17,2,0,0,0,7 +leeca01,2012,2,MIA,NL,81,292,29,71,12,0,4,48,3,0,39,32,2,1,0,6,6 +leecl02,2012,1,PHI,NL,33,64,3,10,2,0,0,4,1,0,1,23,0,0,6,0,0 +lemahdj01,2012,1,COL,NL,81,229,26,68,12,4,2,22,1,2,13,42,4,0,3,2,8 +leonsa01,2012,1,WAS,NL,12,30,2,8,2,0,0,2,0,0,4,11,0,2,0,0,1 +lerouch01,2012,1,PIT,NL,10,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lerudst01,2012,1,PHI,NL,3,10,1,2,0,0,0,0,0,0,0,2,0,0,0,0,1 +lestejo01,2012,1,BOS,AL,33,5,0,0,0,0,0,0,0,0,0,3,0,0,1,0,1 +lewisco01,2012,1,TEX,AL,16,4,0,2,0,0,0,2,0,0,0,2,0,0,0,0,0 +lewisfr02,2012,1,NYN,NL,18,20,2,3,0,0,0,0,0,0,4,5,1,1,0,0,0 +liddial01,2012,1,SEA,AL,38,116,8,26,4,1,3,10,2,1,9,49,0,0,0,1,0 +lidgebr01,2012,1,WAS,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lillibr01,2012,1,CHA,AL,49,63,10,11,1,0,0,2,7,2,4,26,0,1,1,1,0 +lillibr01,2012,2,BOS,AL,10,16,0,2,0,0,0,0,0,0,0,5,0,0,0,0,0 +lillibr01,2012,3,CLE,AL,43,111,15,24,5,0,3,8,6,0,7,40,0,3,0,2,2 +lillyte01,2012,1,LAN,NL,8,15,0,1,0,0,0,0,0,0,1,7,0,0,4,0,0 +linceti01,2012,1,SFN,NL,33,45,2,4,0,0,0,3,0,0,6,26,0,0,10,0,0 +linch01,2012,1,BOS,AL,9,12,1,3,0,0,0,0,0,0,0,5,0,0,0,0,0 +lincobr01,2012,1,PIT,NL,29,10,2,2,0,0,0,0,0,0,0,6,0,0,0,0,0 +lincobr01,2012,2,TOR,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lindad01,2012,1,TOR,AL,93,321,28,82,14,2,11,45,0,0,29,61,1,0,0,3,10 +lindbjo01,2012,1,LAN,NL,48,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lindbjo01,2012,2,PHI,NL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lindsma01,2012,1,BAL,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lindsma01,2012,2,ARI,NL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +liriafr01,2012,1,MIN,AL,22,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +liriafr01,2012,2,CHA,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lobatjo01,2012,1,TBA,AL,69,167,16,37,10,0,2,20,0,1,24,46,1,2,2,2,6 +lockeje01,2012,1,PIT,NL,8,11,0,1,0,0,0,0,0,0,0,7,0,0,0,0,0 +loeka01,2012,1,MIL,NL,70,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +loganbo02,2012,1,NYA,AL,80,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lohseky01,2012,1,SLN,NL,34,64,4,6,1,0,0,3,0,0,2,19,0,0,12,1,2 +lombast02,2012,1,WAS,NL,126,384,40,105,16,3,3,27,5,3,19,46,1,6,6,1,1 +loneyja01,2012,1,LAN,NL,114,334,32,85,18,0,4,33,0,3,23,39,7,0,1,1,16 +loneyja01,2012,2,BOS,AL,30,100,5,23,2,0,2,8,0,0,5,12,0,0,0,1,5 +longoev01,2012,1,TBA,AL,74,273,39,79,14,0,17,55,2,3,33,61,6,3,0,3,14 +lopezja02,2012,1,SFN,NL,70,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lopezjo01,2012,1,CLE,AL,66,213,16,53,13,0,4,28,0,1,8,35,0,0,0,3,8 +lopezjo01,2012,2,CHA,AL,15,23,2,5,1,0,0,0,0,0,1,6,0,0,0,0,1 +lopezro01,2012,1,CHN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lopezwi01,2012,1,HOU,NL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +loughda01,2012,1,KCA,AL,20,59,9,14,2,1,0,2,1,0,4,9,0,1,0,1,2 +loupaa01,2012,1,TOR,AL,33,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +louxsh01,2012,1,SFN,NL,19,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lowede01,2012,1,CLE,AL,21,4,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0 +lowede01,2012,2,NYA,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lowema01,2012,1,TEX,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lowrije01,2012,1,HOU,NL,97,340,43,83,18,0,16,42,2,0,43,65,0,2,0,2,3 +lucrojo01,2012,1,MIL,NL,96,316,46,101,17,4,12,58,4,1,22,44,1,4,1,3,12 +ludwiry01,2012,1,CIN,NL,125,422,53,116,28,1,26,80,0,1,42,97,3,5,1,2,9 +luebkco01,2012,1,SDN,NL,5,11,0,0,0,0,0,0,0,0,0,6,0,0,1,0,0 +luekejo01,2012,1,TBA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +luetglu01,2012,1,SEA,AL,63,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lunahe01,2012,1,PHI,NL,28,62,5,14,2,0,2,10,0,0,4,14,0,0,0,0,1 +lutzza01,2012,1,NYN,NL,7,11,1,1,0,0,0,0,0,0,0,5,0,0,0,0,0 +lylesjo01,2012,1,HOU,NL,26,38,3,6,1,0,1,4,0,0,1,18,0,0,7,0,0 +lynnla01,2012,1,SLN,NL,35,50,4,3,0,0,0,1,0,0,2,36,0,0,10,1,0 +lyonbr01,2012,1,HOU,NL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lyonbr01,2012,2,TOR,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +macdomi01,2012,1,LAN,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +machama01,2012,1,BAL,AL,51,191,24,50,8,3,7,26,2,0,9,38,0,0,1,1,6 +machije01,2012,1,SFN,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +maholpa01,2012,1,CHN,NL,21,39,1,3,0,0,1,3,0,0,2,22,0,0,2,0,1 +maholpa01,2012,2,ATL,NL,11,24,1,1,0,0,0,0,0,0,0,16,0,0,1,0,0 +mahonjo01,2012,1,BAL,AL,2,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +maiermi01,2012,1,KCA,AL,32,64,8,11,1,1,2,7,2,0,8,24,0,0,1,1,0 +mainesc01,2012,1,CHN,NL,21,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +mainesc01,2012,2,CLE,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +maldoca03,2012,1,WAS,NL,4,9,0,0,0,0,0,1,0,0,2,4,0,0,1,0,0 +maldoma01,2012,1,MIL,NL,78,233,22,62,9,0,8,30,1,1,17,56,0,2,4,0,5 +malonma02,2012,1,MIN,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +manshje01,2012,1,MIN,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +marcush01,2012,1,MIL,NL,22,38,1,4,1,0,0,1,0,0,3,14,0,0,3,0,0 +marinjh01,2012,1,CHA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +markani01,2012,1,BAL,AL,104,420,59,125,28,3,13,54,1,1,42,51,3,4,0,5,11 +marmoca01,2012,1,CHN,NL,61,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +maronni01,2012,1,LAA,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +marquja01,2012,1,MIN,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +marquja01,2012,2,SDN,NL,17,32,3,9,3,0,0,1,0,0,0,12,0,1,3,0,0 +marshse01,2012,1,CIN,NL,73,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +marsolo01,2012,1,CLE,AL,70,195,27,44,8,2,0,13,4,2,36,44,0,1,2,1,10 +martelu01,2012,1,DET,AL,13,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +martest01,2012,1,PIT,NL,47,167,18,43,3,6,5,17,12,5,8,50,0,3,2,2,5 +martevi01,2012,1,SLN,NL,48,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +marticr01,2012,1,ATL,NL,54,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +martife02,2012,1,HOU,NL,41,118,12,28,7,1,6,14,0,1,6,34,0,5,0,1,1 +martijd02,2012,1,HOU,NL,113,395,34,95,14,3,11,55,0,2,40,96,0,1,0,2,18 +martijo07,2012,1,ARI,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +martile01,2012,1,TEX,AL,24,46,6,8,5,2,0,6,3,0,4,12,0,0,1,1,2 +martilu02,2012,1,TEX,AL,10,18,1,2,0,0,0,0,0,0,0,4,0,1,0,0,0 +martimi02,2012,1,PHI,NL,45,115,10,20,3,0,2,7,0,0,5,21,2,0,2,0,4 +martiru01,2012,1,NYA,AL,133,422,50,89,18,0,21,53,6,1,53,95,0,8,2,0,13 +masteju01,2012,1,CLE,AL,34,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +mastrda01,2012,1,MIN,AL,77,163,22,41,3,2,3,17,21,3,18,45,0,1,3,1,4 +mathejo02,2012,1,CHN,NL,103,225,18,47,11,0,5,19,5,2,14,46,1,1,1,2,4 +mathije01,2012,1,TOR,AL,71,211,25,46,13,0,8,27,1,0,9,68,0,0,6,1,2 +matsuda01,2012,1,BOS,AL,11,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +matsuhi01,2012,1,TBA,AL,34,95,7,14,1,0,2,7,0,0,8,22,1,0,0,0,5 +matthry01,2012,1,WAS,NL,66,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +mattike01,2012,1,MIA,NL,3,5,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +matusbr01,2012,1,BAL,AL,34,4,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +mauerjo01,2012,1,MIN,AL,147,545,81,174,31,4,10,85,8,4,90,88,10,2,1,3,23 +maxweju01,2012,1,HOU,NL,124,315,46,72,13,3,18,53,9,4,32,114,0,3,0,2,6 +maybejo02,2012,1,PHI,NL,149,441,53,108,24,0,14,46,1,0,34,111,2,2,0,2,17 +maybica01,2012,1,SDN,NL,147,507,67,123,20,5,8,45,26,7,44,110,1,4,3,3,12 +maysoed01,2012,1,MIL,NL,30,60,7,15,1,1,1,4,1,0,3,9,0,1,2,0,1 +mazzavi01,2012,1,KCA,AL,18,4,0,2,0,0,0,1,0,0,0,2,0,0,1,0,0 +mcallza01,2012,1,CLE,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcbrima02,2012,1,COL,NL,31,78,8,16,2,0,2,11,0,0,1,17,0,1,0,1,4 +mccanbr01,2012,1,ATL,NL,121,439,44,101,14,0,20,67,3,0,44,76,7,1,0,3,15 +mccarbr01,2012,1,OAK,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mccleky01,2012,1,SLN,NL,16,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +mcclemi01,2012,1,MIL,NL,9,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +mccoymi01,2012,1,TOR,AL,32,52,10,9,1,0,1,7,2,1,4,6,0,0,0,0,1 +mccutan01,2012,1,PIT,NL,157,593,107,194,29,6,31,96,20,12,70,132,13,5,0,5,9 +mccutda01,2012,1,PIT,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcdonda02,2012,1,BOS,AL,38,84,17,18,7,0,2,9,1,1,12,17,0,0,2,1,1 +mcdonda02,2012,2,NYA,AL,4,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +mcdonja03,2012,1,PIT,NL,33,49,8,7,0,0,0,1,0,0,8,23,0,0,6,0,1 +mcdonjo03,2012,1,ARI,NL,70,197,16,49,9,0,6,22,0,1,12,33,5,1,2,0,3 +mcgeeja01,2012,1,TBA,AL,69,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcgehca01,2012,1,PIT,NL,92,265,27,61,13,1,8,35,1,1,24,60,0,2,0,2,7 +mcgehca01,2012,2,NYA,AL,22,53,9,8,3,0,1,6,0,0,5,10,0,0,0,1,3 +mchugco01,2012,1,NYN,NL,8,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +mckenmi01,2012,1,PIT,NL,88,240,25,56,14,0,12,39,0,0,29,73,1,3,0,3,7 +mclouna01,2012,1,PIT,NL,34,57,4,8,2,0,0,2,0,0,5,18,0,0,0,0,0 +mclouna01,2012,2,BAL,AL,55,209,35,56,12,1,7,18,12,1,22,43,1,2,2,1,2 +mcpheky01,2012,1,PIT,NL,10,5,0,0,0,0,0,0,0,0,1,3,0,0,0,0,0 +medlekr01,2012,1,ATL,NL,50,33,3,4,1,0,0,2,0,0,4,15,0,0,2,0,0 +meekev01,2012,1,PIT,NL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mejiaje01,2012,1,NYN,NL,5,3,0,0,0,0,0,1,0,0,0,2,0,0,2,0,0 +melanma01,2012,1,BOS,AL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mendolu01,2012,1,KCA,AL,30,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +mercejo03,2012,1,PIT,NL,42,62,7,13,5,1,1,5,0,1,4,14,0,1,0,1,0 +mesame01,2012,1,NYA,AL,3,2,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0 +mesorde01,2012,1,CIN,NL,54,165,17,35,8,0,5,14,1,1,17,33,4,1,0,1,2 +middlwi01,2012,1,BOS,AL,75,267,34,77,14,0,15,54,4,1,13,70,0,3,0,3,8 +mijarjo01,2012,1,KCA,AL,51,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mijarjo01,2012,2,SFN,NL,27,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +mikolmi01,2012,1,SDN,NL,25,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +mileywa01,2012,1,ARI,NL,32,65,4,11,2,0,0,2,0,0,2,20,0,0,8,0,1 +millean01,2012,1,BOS,AL,53,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +milleji02,2012,1,OAK,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +millesh01,2012,1,SLN,NL,6,3,0,2,1,0,0,0,0,0,0,0,0,0,0,0,0 +millsbr02,2012,1,LAA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +millwke01,2012,1,SEA,AL,28,5,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +milonto01,2012,1,OAK,AL,31,5,1,1,0,0,0,2,0,0,0,1,0,0,0,0,0 +minormi01,2012,1,ATL,NL,30,55,5,4,1,0,0,0,0,0,2,26,0,0,4,0,1 +mitchdj01,2012,1,NYA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +molinjo01,2012,1,TBA,AL,102,251,27,56,9,0,8,32,3,1,20,60,0,2,1,0,9 +molinya01,2012,1,SLN,NL,138,505,65,159,28,0,22,76,12,3,45,55,4,5,3,5,10 +monteje01,2012,1,SEA,AL,135,515,46,134,20,0,15,62,0,2,29,99,4,2,0,7,15 +montemi01,2012,1,ARI,NL,141,486,65,139,25,2,15,88,0,0,73,130,6,12,0,2,15 +mooread01,2012,1,KCA,AL,4,11,1,2,1,0,1,2,0,0,1,3,0,0,0,0,0 +moorema02,2012,1,TBA,AL,31,4,0,0,0,0,0,1,0,0,0,2,0,0,1,0,0 +mooresc02,2012,1,HOU,NL,72,201,23,52,11,0,9,26,0,1,16,56,2,7,1,3,3 +moorety01,2012,1,WAS,NL,75,156,20,41,9,0,10,29,3,0,14,46,0,1,0,0,3 +moralfr01,2012,1,BOS,AL,37,2,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +moralke01,2012,1,LAA,AL,134,484,61,132,26,1,22,73,0,1,31,116,1,4,0,3,11 +morelbr01,2012,1,CHA,AL,35,113,14,20,2,0,0,5,4,1,7,39,0,0,5,0,3 +morelmi01,2012,1,TEX,AL,114,327,41,90,18,0,15,50,1,1,23,71,5,1,2,4,8 +morgany01,2012,1,MIL,NL,122,289,44,69,5,3,3,16,12,5,20,63,0,6,7,0,4 +morneju01,2012,1,MIN,AL,134,505,63,135,26,2,19,77,1,0,49,102,8,6,0,10,19 +morribr01,2012,1,PIT,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +morrilo01,2012,1,MIA,NL,93,296,30,68,15,1,11,36,1,0,31,58,2,4,0,3,9 +morrobr01,2012,1,TOR,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +morsemi01,2012,1,WAS,NL,102,406,53,118,17,1,18,62,0,1,16,97,0,4,0,4,14 +mortecl01,2012,1,BOS,AL,26,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +mortoch02,2012,1,PIT,NL,9,13,0,0,0,0,0,0,0,0,0,8,0,0,2,0,0 +moscogu01,2012,1,COL,NL,23,11,0,2,1,0,0,1,0,0,0,5,0,0,1,0,0 +moseldu01,2012,1,SDN,NL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mossbr01,2012,1,OAK,AL,84,265,48,77,18,0,21,52,1,1,26,90,2,3,0,2,5 +motagu01,2012,1,SFN,NL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +motteja01,2012,1,SLN,NL,67,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +moustmi01,2012,1,KCA,AL,149,563,69,136,34,1,20,73,5,2,39,124,4,7,0,5,4 +moyerja01,2012,1,COL,NL,10,13,1,2,0,0,0,2,0,0,1,10,0,0,3,0,0 +moylape01,2012,1,ATL,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mujiced01,2012,1,MIA,NL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mujiced01,2012,2,SLN,NL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +murphda07,2012,1,TEX,AL,147,457,65,139,29,3,15,61,10,5,54,74,7,4,0,4,7 +murphda08,2012,1,NYN,NL,156,571,62,166,40,3,6,65,10,2,36,82,5,1,0,4,12 +murphdo01,2012,1,MIA,NL,52,116,13,25,6,2,3,12,1,1,9,35,1,2,1,1,4 +myersbr01,2012,1,HOU,NL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +myersbr01,2012,2,CHA,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nadyxa01,2012,1,WAS,NL,40,102,6,16,3,0,3,6,1,0,7,24,2,0,0,0,3 +nadyxa01,2012,2,SFN,NL,19,50,6,12,3,1,1,7,0,0,6,13,0,1,0,0,5 +napolmi01,2012,1,TEX,AL,108,352,53,80,9,2,24,56,1,0,56,125,5,7,0,2,9 +narvech01,2012,1,MIL,NL,2,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +nathajo01,2012,1,TEX,AL,66,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +navada01,2012,1,BOS,AL,88,267,38,65,21,0,6,33,3,0,37,63,1,9,2,2,5 +navardi01,2012,1,CIN,NL,24,69,6,20,3,1,2,12,0,0,2,12,1,0,1,1,1 +navarya01,2012,1,PIT,NL,29,50,4,8,0,0,1,4,0,2,5,13,0,0,0,1,2 +nealth01,2012,1,CLE,AL,9,23,2,5,1,0,0,2,0,0,0,6,0,1,0,0,1 +negrokr01,2012,1,CIN,NL,4,4,2,1,0,0,0,0,0,0,1,2,0,0,0,0,0 +nelsoch01,2012,1,COL,NL,111,345,45,104,21,3,9,53,2,1,27,84,4,1,2,2,9 +neshepa01,2012,1,OAK,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nicasju01,2012,1,COL,NL,11,18,0,2,0,0,0,1,0,0,2,13,0,0,1,0,0 +nickemi01,2012,1,NYN,NL,47,109,8,19,3,0,1,13,0,0,8,27,0,2,2,1,1 +niemaje01,2012,1,TBA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +niesejo01,2012,1,NYN,NL,30,55,8,12,0,0,0,2,0,0,6,19,0,0,7,0,0 +nieuwki01,2012,1,NYN,NL,91,282,40,71,12,1,7,28,4,4,25,98,0,2,3,2,2 +nievewi01,2012,1,COL,NL,16,47,3,14,2,0,1,5,0,0,3,9,1,0,0,1,3 +nievewi01,2012,2,ARI,NL,16,36,4,11,1,0,1,3,0,1,1,8,1,0,1,0,0 +nishits01,2012,1,MIN,AL,3,12,0,0,0,0,0,1,0,0,1,1,0,0,0,1,0 +nixja01,2012,1,NYA,AL,74,177,24,43,13,0,4,18,6,3,14,53,0,2,9,0,4 +nixla01,2012,1,PHI,NL,70,114,13,28,10,0,3,16,0,0,12,42,0,0,0,1,1 +noesihe01,2012,1,SEA,AL,22,4,0,2,0,0,0,0,0,0,0,2,0,0,0,0,0 +nolasri01,2012,1,MIA,NL,31,56,4,9,3,0,0,8,0,0,4,27,0,0,10,0,0 +norbejo01,2012,1,OAK,AL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +norribu01,2012,1,HOU,NL,30,50,2,5,1,0,0,3,0,0,1,15,0,0,8,1,0 +norride01,2012,1,OAK,AL,60,209,19,42,8,1,7,34,5,1,21,66,1,1,0,1,6 +novaiv01,2012,1,NYA,AL,28,7,0,1,0,0,0,0,0,0,0,6,0,0,2,0,0 +nunezed02,2012,1,NYA,AL,38,89,14,26,4,1,1,11,11,2,6,12,0,1,0,4,1 +odayda01,2012,1,BAL,AL,69,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +odorija01,2012,1,KCA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +oflaher01,2012,1,ATL,NL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ogandal01,2012,1,TEX,AL,58,2,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +ohlenro01,2012,1,SDN,NL,13,16,2,1,0,0,0,0,0,0,0,8,0,0,1,0,1 +ohmanwi01,2012,1,CHA,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +oliveda02,2012,1,TOR,AL,62,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +olivele01,2012,1,MIN,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +olivomi01,2012,1,SEA,AL,87,315,27,70,14,0,12,29,3,6,7,85,0,0,1,0,8 +olmedra01,2012,1,CHA,AL,20,41,8,10,2,0,0,1,0,0,0,9,0,0,1,0,1 +olsonga01,2012,1,NYN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +oltmi01,2012,1,TEX,AL,16,33,2,5,1,0,0,5,1,1,5,13,0,0,0,2,1 +omogrbr01,2012,1,CHA,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ondrulo01,2012,1,CIN,NL,63,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +orrpe01,2012,1,PHI,NL,35,54,6,17,5,1,0,7,3,1,1,18,0,0,2,0,0 +ortegjo01,2012,1,DET,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ortegra01,2012,1,COL,NL,2,4,0,2,0,0,0,0,1,0,1,2,0,1,0,0,0 +ortizda01,2012,1,BOS,AL,90,324,65,103,26,0,23,60,0,1,56,51,13,0,0,3,6 +oswalro01,2012,1,TEX,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +oteroda01,2012,1,SFN,NL,12,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +ottavad01,2012,1,COL,NL,53,9,1,1,0,0,0,0,0,0,0,7,0,0,3,0,0 +outmajo01,2012,1,COL,NL,28,12,0,1,0,0,0,1,0,0,1,8,0,0,0,0,0 +overbly01,2012,1,ARI,NL,45,96,11,28,9,0,2,10,0,0,12,26,2,0,0,1,3 +overbly01,2012,2,ATL,NL,20,20,1,2,1,0,0,0,0,0,1,8,0,0,0,0,1 +owingmi01,2012,1,SDN,NL,6,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +pachejo01,2012,1,COL,NL,132,475,51,147,32,3,5,54,7,2,22,61,2,3,1,4,13 +padilvi01,2012,1,BOS,AL,56,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +paganan01,2012,1,SFN,NL,154,605,95,174,38,15,8,56,29,7,48,97,5,0,2,4,6 +palmema01,2012,1,SDN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +papeljo01,2012,1,PHI,NL,70,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +paredji01,2012,1,HOU,NL,24,74,7,14,1,1,0,3,2,1,6,21,0,0,0,2,0 +parkebl01,2012,1,CHN,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +parkeja02,2012,1,OAK,AL,29,6,0,0,0,0,0,0,0,0,0,4,0,0,1,0,0 +parmech01,2012,1,MIN,AL,64,192,18,44,10,2,5,19,0,0,13,52,1,4,0,1,4 +parnebo01,2012,1,NYN,NL,74,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +parrage01,2012,1,ARI,NL,133,385,58,105,21,2,7,36,15,9,33,77,4,4,6,2,4 +parrama01,2012,1,MIL,NL,62,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +parrian01,2012,1,SDN,NL,55,116,9,24,5,0,1,6,1,0,17,35,7,2,2,1,2 +pastoty01,2012,1,ATL,NL,76,169,21,41,6,1,2,13,2,0,10,32,1,1,7,1,5 +paterjo01,2012,1,ARI,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pattotr01,2012,1,BAL,AL,54,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pauleda01,2012,1,LAA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pauleda01,2012,2,TOR,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +paulife01,2012,1,KCA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pauliro01,2012,1,BAL,AL,20,63,5,16,3,0,0,5,0,0,1,9,0,0,0,0,6 +paulxa01,2012,1,CIN,NL,55,86,8,27,5,1,2,7,4,2,9,18,1,0,1,0,2 +pavanca01,2012,1,MIN,AL,11,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1 +pearcst01,2012,1,BAL,AL,28,71,8,18,4,0,3,14,0,1,8,17,0,0,2,2,1 +pearcst01,2012,2,HOU,NL,21,63,2,16,4,1,0,8,1,1,7,16,1,3,0,2,3 +pearcst01,2012,3,NYA,AL,12,25,6,4,0,0,1,4,0,0,5,8,0,0,0,0,0 +peavyja01,2012,1,CHA,AL,32,5,1,0,0,0,0,1,0,0,0,3,0,0,0,0,0 +pedrodu01,2012,1,BOS,AL,141,563,81,163,39,3,15,65,20,6,48,60,3,5,1,6,9 +pegueca01,2012,1,SEA,AL,17,56,2,10,2,1,2,7,0,0,1,28,0,0,0,0,0 +peguefr01,2012,1,SFN,NL,17,16,6,3,0,0,0,0,3,0,0,7,0,0,0,0,0 +pelfrmi01,2012,1,NYN,NL,3,6,1,1,1,0,0,0,0,0,0,0,0,0,1,0,1 +penabr01,2012,1,KCA,AL,68,212,16,50,10,1,2,25,0,1,9,24,0,0,1,4,7 +penaca01,2012,1,TBA,AL,160,497,72,98,17,2,19,61,2,3,87,182,2,13,0,3,10 +penara02,2012,1,NYA,AL,3,4,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +pencehu01,2012,1,PHI,NL,101,398,59,108,15,2,17,59,4,2,37,85,1,3,0,2,13 +pencehu01,2012,2,SFN,NL,59,219,28,48,11,2,7,45,1,0,19,60,1,4,1,5,1 +pennicl01,2012,1,OAK,AL,125,418,50,90,18,2,6,28,15,6,35,90,0,2,5,2,1 +pennybr01,2012,1,SFN,NL,22,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +peraljh01,2012,1,DET,AL,150,531,58,127,32,3,13,63,1,2,49,105,3,2,1,2,20 +peraljo01,2012,1,TBA,AL,77,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +peralwi01,2012,1,MIL,NL,6,11,0,1,1,0,0,0,0,0,0,5,0,0,0,0,0 +perdolu01,2012,1,MIN,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +perezch01,2012,1,CLE,AL,61,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +perezeu01,2012,1,WAS,NL,13,5,3,1,0,0,0,0,3,0,0,0,0,0,0,0,0 +perezhe01,2012,1,DET,AL,2,2,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +perezju01,2012,1,MIL,NL,10,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +perezlu01,2012,1,TOR,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +perezma02,2012,1,TEX,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +perezol01,2012,1,SEA,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +perezra01,2012,1,CLE,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +perezsa02,2012,1,KCA,AL,76,289,38,87,16,0,11,39,0,0,12,27,3,1,0,3,14 +perkigl01,2012,1,MIN,AL,70,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +perryry01,2012,1,WAS,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pestavi01,2012,1,CLE,AL,70,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +peterbr01,2012,1,MIA,NL,84,241,29,47,9,3,0,17,8,2,25,58,0,1,5,1,3 +petityu01,2012,1,SFN,NL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +pettian01,2012,1,NYA,AL,12,4,0,1,0,0,0,0,0,0,0,2,0,0,1,0,0 +phelpco01,2012,1,CLE,AL,14,33,2,7,0,0,1,5,0,0,1,10,0,0,0,0,0 +phelpda01,2012,1,NYA,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +phillbr01,2012,1,CIN,NL,147,580,86,163,30,1,18,77,15,2,28,79,2,8,3,4,19 +phillza01,2012,1,BAL,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +phippde01,2012,1,CIN,NL,8,10,4,3,1,0,1,2,0,0,1,4,0,0,0,0,0 +pierrju01,2012,1,PHI,NL,130,394,59,121,10,6,1,25,37,7,23,27,0,4,17,1,4 +pierzaj01,2012,1,CHA,AL,135,479,68,133,18,4,27,77,0,0,28,78,5,8,1,4,8 +pillbr01,2012,1,SFN,NL,48,105,10,22,3,0,4,11,1,0,6,19,1,2,1,0,5 +pinama01,2012,1,KCA,AL,1,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +plouftr01,2012,1,MIN,AL,119,422,56,99,19,1,24,55,1,3,37,92,0,4,0,2,9 +podsesc01,2012,1,BOS,AL,63,199,19,60,7,0,1,12,8,2,6,35,0,1,8,2,3 +polanpl01,2012,1,PHI,NL,90,303,28,78,15,0,2,19,0,0,18,25,1,2,4,1,7 +polloaj01,2012,1,ARI,NL,31,81,8,20,4,1,2,8,1,2,9,11,1,0,1,2,2 +pomerdr01,2012,1,COL,NL,22,26,2,6,2,0,1,1,0,0,1,15,0,0,4,0,1 +pomerst01,2012,1,BAL,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +porceri01,2012,1,DET,AL,31,2,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +poseybu01,2012,1,SFN,NL,148,530,78,178,39,1,24,103,1,1,69,96,7,2,0,9,19 +pradoma01,2012,1,ATL,NL,156,617,81,186,42,6,10,70,17,4,58,69,2,2,4,9,19 +preslal01,2012,1,PIT,NL,104,346,46,82,14,7,10,25,9,7,18,72,0,2,4,0,5 +priceda01,2012,1,TBA,AL,31,4,0,0,0,0,0,0,0,0,1,2,0,0,0,0,0 +pridija01,2012,1,PHI,NL,9,10,1,3,1,0,1,3,0,0,0,0,0,0,0,0,0 +profaju01,2012,1,TEX,AL,9,17,2,3,2,0,1,2,0,0,0,4,0,0,0,0,1 +pryorst01,2012,1,SEA,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pujolal01,2012,1,LAA,AL,154,607,85,173,50,0,30,105,8,1,52,76,16,5,0,6,19 +puntoni01,2012,1,BOS,AL,65,125,14,25,6,0,1,10,5,0,19,33,0,0,2,2,5 +puntoni01,2012,2,LAN,NL,22,35,6,10,1,0,0,0,1,0,6,9,0,0,2,0,0 +putkolu01,2012,1,DET,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +putnaza01,2012,1,COL,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +putzjj01,2012,1,ARI,NL,57,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +quallch01,2012,1,PHI,NL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +quallch01,2012,2,NYA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +quallch01,2012,3,PIT,NL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +quentca01,2012,1,SDN,NL,86,284,44,74,21,0,16,46,0,1,36,41,2,17,0,3,6 +quinthu01,2012,1,KCA,AL,43,138,7,32,12,0,1,19,0,1,4,28,0,1,0,1,1 +quintjo01,2012,1,CHA,AL,25,3,0,0,0,0,0,0,0,0,1,3,0,0,1,0,0 +quintom01,2012,1,NYN,NL,29,70,13,18,5,0,1,4,0,0,8,17,1,2,0,0,2 +quintom01,2012,2,BAL,AL,36,99,12,23,3,0,3,12,0,1,8,25,0,0,1,2,1 +quirogu01,2012,1,BOS,AL,2,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +raburry01,2012,1,DET,AL,66,205,14,35,14,0,1,12,1,1,13,53,0,2,1,1,7 +raleybr01,2012,1,CHN,NL,5,10,0,2,0,0,0,0,0,0,0,1,0,0,0,0,0 +ramiral03,2012,1,CHA,AL,158,593,59,157,24,4,9,73,20,7,16,77,2,4,4,4,15 +ramirar01,2012,1,MIL,NL,149,570,92,171,50,3,27,105,9,2,44,82,3,12,0,4,14 +ramirel02,2012,1,NYN,NL,20,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +ramirer02,2012,1,SEA,AL,16,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +ramirha01,2012,1,MIA,NL,93,353,49,87,18,2,14,48,14,4,37,72,1,3,0,2,11 +ramirha01,2012,2,LAN,NL,64,251,30,68,11,2,10,44,7,3,17,60,3,3,0,1,6 +ramirra02,2012,1,NYN,NL,58,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ramosaj01,2012,1,MIA,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ramosce01,2012,1,TBA,AL,17,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +ramoswi01,2012,1,WAS,NL,25,83,11,22,2,0,3,10,0,0,12,19,2,0,0,1,1 +ransoco01,2012,1,ARI,NL,17,52,6,14,4,0,4,13,0,0,3,21,0,3,0,0,1 +ransoco01,2012,2,MIL,NL,64,168,18,33,7,0,6,26,0,1,23,79,0,0,3,0,5 +ransoco01,2012,3,ARI,NL,9,26,5,7,3,0,1,3,0,0,4,9,0,0,0,0,0 +rapadcl01,2012,1,NYA,AL,70,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rasmuco01,2012,1,TOR,AL,151,565,75,126,21,5,23,75,4,3,47,149,5,7,2,4,7 +rauchjo01,2012,1,NYN,NL,73,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reckean01,2012,1,OAK,AL,13,31,3,4,1,0,0,0,0,0,4,13,0,1,1,0,0 +reckean01,2012,2,CHN,NL,9,18,1,3,1,0,1,4,0,0,2,2,0,1,0,0,1 +reddijo01,2012,1,OAK,AL,156,611,85,148,29,5,32,85,11,1,55,151,8,2,1,4,15 +redmoto01,2012,1,CIN,NL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +reedad01,2012,1,CHA,AL,62,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reimono01,2012,1,BAL,AL,16,67,10,21,6,0,5,10,1,0,2,14,0,0,0,0,3 +repkoja01,2012,1,BOS,AL,5,11,0,1,0,0,0,0,0,0,0,4,0,0,0,0,0 +resopch01,2012,1,PIT,NL,61,3,0,0,0,0,0,0,0,0,1,2,0,0,1,0,0 +reverbe01,2012,1,MIN,AL,124,511,70,150,13,6,0,32,40,9,29,54,0,3,6,4,8 +reyesjo01,2012,1,MIA,NL,160,642,86,184,37,12,11,57,40,11,63,56,9,0,5,6,10 +reynoma01,2012,1,BAL,AL,135,457,65,101,26,0,23,69,1,3,73,159,2,6,0,2,19 +reynoma02,2012,1,COL,NL,71,3,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +rhymewi01,2012,1,TBA,AL,47,123,11,28,2,1,1,8,1,2,10,17,0,3,0,1,1 +richacl01,2012,1,SDN,NL,36,69,5,6,2,0,1,7,0,0,1,40,0,0,8,1,1 +richaga01,2012,1,LAA,AL,30,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +richmsc01,2012,1,TOR,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +riosal01,2012,1,CHA,AL,157,605,93,184,37,8,25,91,23,6,26,92,3,4,0,5,18 +riverju01,2012,1,LAN,NL,109,312,30,76,14,0,9,47,1,3,18,35,1,3,0,6,15 +riverma01,2012,1,NYA,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rizzoan01,2012,1,CHN,NL,87,337,44,96,15,0,15,48,3,2,27,62,1,3,0,1,7 +roberbr01,2012,1,BAL,AL,17,66,2,12,0,0,0,5,1,1,5,12,0,0,1,2,0 +roberda08,2012,1,NYA,AL,65,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +roberry01,2012,1,ARI,NL,83,252,28,63,9,0,6,34,6,3,22,45,1,0,2,4,10 +roberry01,2012,2,TBA,AL,60,187,23,40,10,0,6,18,4,3,18,47,0,1,1,2,3 +roberty01,2012,1,MIN,AL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +robincl01,2012,1,KCA,AL,4,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +robinsh01,2012,1,SLN,NL,102,166,20,42,8,0,3,16,1,0,14,32,2,0,0,1,5 +robintr01,2012,1,SEA,AL,46,145,16,32,4,1,3,12,6,3,14,43,1,1,4,0,2 +rodnefe01,2012,1,TBA,AL,76,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodrial01,2012,1,NYA,AL,122,463,74,126,17,1,18,57,13,1,51,116,3,10,0,5,13 +rodrian01,2012,1,HOU,NL,1,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodried04,2012,1,SDN,NL,2,5,1,1,0,0,1,1,0,0,2,3,0,0,0,0,0 +rodrife02,2012,1,HOU,NL,71,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +rodrifr03,2012,1,MIL,NL,78,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodrihe03,2012,1,WAS,NL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodrihe04,2012,1,CIN,NL,12,14,0,3,1,0,0,2,0,0,2,2,0,0,0,0,1 +rodrise01,2012,1,TBA,AL,112,301,36,64,14,1,6,32,5,0,27,75,1,3,8,3,7 +rodrist02,2012,1,LAN,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodriwa01,2012,1,HOU,NL,21,37,1,0,0,0,0,1,0,0,3,9,0,0,5,0,0 +rodriwa01,2012,2,PIT,NL,13,24,1,4,0,0,0,1,0,0,0,5,0,0,3,0,0 +roenijo01,2012,1,COL,NL,63,12,1,1,0,0,0,0,0,0,0,6,0,1,0,0,0 +rogeres01,2012,1,COL,NL,23,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +rogeres01,2012,2,CLE,AL,44,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +rogerma01,2012,1,MIL,NL,8,14,1,3,2,0,0,0,0,0,0,5,0,0,2,0,0 +rolensc01,2012,1,CIN,NL,92,294,26,72,17,2,8,39,2,1,30,62,0,3,0,3,5 +rolliji01,2012,1,PHI,NL,156,632,102,158,33,5,23,68,30,5,62,96,2,0,2,3,9 +romerjc01,2012,1,SLN,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +romerjc01,2012,2,BAL,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +romerri01,2012,1,TOR,AL,32,5,1,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +rominan01,2012,1,LAA,AL,12,17,2,7,0,0,0,1,1,0,3,3,0,0,1,0,0 +romose01,2012,1,SFN,NL,69,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rosalad01,2012,1,OAK,AL,42,99,12,22,5,0,2,8,0,0,11,24,1,0,0,1,4 +rosarsa02,2012,1,MIA,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rosarwi01,2012,1,COL,NL,117,396,67,107,19,0,28,71,4,5,25,99,2,1,0,4,10 +rosenbj01,2012,1,PHI,NL,22,3,0,1,0,0,0,1,0,0,0,1,0,0,1,0,0 +rosentr01,2012,1,SLN,NL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rossco01,2012,1,BOS,AL,130,476,70,127,34,1,22,81,2,3,42,129,3,3,1,6,11 +rossda01,2012,1,ATL,NL,62,176,18,45,7,0,9,23,1,0,18,60,0,0,0,2,5 +rossro01,2012,1,TEX,AL,58,2,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +rossty01,2012,1,OAK,AL,18,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +rottivi01,2012,1,NYN,NL,18,33,8,6,1,0,2,5,3,0,6,9,1,0,0,0,0 +rottivi01,2012,2,CLE,AL,18,28,4,3,1,0,1,2,1,0,1,8,0,0,2,1,0 +rufda01,2012,1,PHI,NL,12,33,4,11,2,1,3,10,0,0,2,12,1,0,0,2,1 +ruggiju01,2012,1,MIA,NL,91,288,38,90,23,1,13,36,14,8,29,84,0,0,1,1,6 +ruizca01,2012,1,PHI,NL,114,372,56,121,32,0,16,68,4,0,29,50,6,16,0,4,6 +runzlda01,2012,1,SFN,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rusinch01,2012,1,CHN,NL,7,12,0,2,0,1,0,0,0,0,0,5,0,0,0,0,0 +russeja02,2012,1,CHN,NL,77,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rutlejo01,2012,1,COL,NL,73,277,37,76,20,5,8,37,7,0,9,54,0,4,0,1,8 +ryanbr01,2012,1,SEA,AL,141,407,42,79,19,3,3,31,11,5,44,98,0,5,8,6,4 +rzepcma01,2012,1,SLN,NL,70,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sabatcc01,2012,1,NYA,AL,28,5,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +saitota01,2012,1,ARI,NL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +salasfe01,2012,1,SLN,NL,65,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +salech01,2012,1,CHA,AL,30,2,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +saltaja01,2012,1,BOS,AL,121,405,55,90,17,1,25,59,0,1,38,139,0,1,0,4,5 +samarje01,2012,1,CHN,NL,31,50,0,5,0,0,0,3,0,0,3,16,0,1,7,0,1 +sanchan01,2012,1,MIA,NL,19,30,1,3,0,1,0,0,0,0,1,18,0,0,4,0,0 +sanchan01,2012,2,DET,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sanchbr01,2012,1,PHI,NL,6,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +sanched01,2012,1,SLN,NL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sanchga01,2012,1,MIA,NL,55,183,12,37,10,0,3,17,1,0,12,36,1,0,0,1,7 +sanchga01,2012,2,PIT,NL,50,116,18,28,6,0,4,13,0,0,13,20,1,1,0,0,6 +sanchhe01,2012,1,SFN,NL,74,218,22,61,15,0,3,34,0,0,5,52,0,1,0,3,8 +sanchjo01,2012,1,KCA,AL,12,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +sanchjo01,2012,2,COL,NL,3,3,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +sandopa01,2012,1,SFN,NL,108,396,59,112,25,2,12,63,1,1,38,59,4,1,0,7,13 +sandsje01,2012,1,LAN,NL,9,23,2,4,2,0,0,1,0,0,1,9,0,0,0,0,0 +santaca01,2012,1,CLE,AL,143,507,72,128,27,2,18,76,3,5,91,101,4,3,0,8,21 +santaer01,2012,1,LAA,AL,30,4,0,0,0,0,0,0,0,0,0,4,0,0,1,0,0 +santajo01,2012,1,NYN,NL,21,35,0,3,0,0,0,0,0,0,0,14,0,0,5,0,0 +santihe01,2012,1,CHA,AL,42,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +santira01,2012,1,DET,AL,93,228,19,47,7,1,2,17,1,0,20,39,1,5,5,1,7 +santoom01,2012,1,DET,AL,3,8,0,1,0,0,0,1,0,0,0,1,0,0,1,1,2 +santose01,2012,1,TOR,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sappeda01,2012,1,CHN,NL,26,69,8,19,6,0,2,8,0,0,7,9,1,1,1,0,1 +satinjo01,2012,1,NYN,NL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +saundjo01,2012,1,ARI,NL,21,35,1,3,0,0,0,1,0,0,3,7,0,0,7,1,0 +saundjo01,2012,2,BAL,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +saundmi01,2012,1,SEA,AL,139,507,71,125,31,3,19,57,21,4,43,132,0,1,1,1,6 +saverjo01,2012,1,PHI,NL,19,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +scahiro01,2012,1,COL,NL,6,1,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0 +schafjo02,2012,1,HOU,NL,106,313,40,66,10,2,4,23,27,9,36,106,3,3,6,1,3 +schaflo01,2012,1,MIL,NL,16,23,3,7,1,2,0,5,0,1,1,3,0,0,0,1,0 +schepta01,2012,1,TEX,AL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +scherma01,2012,1,DET,AL,32,2,0,0,0,0,0,0,0,0,0,1,0,0,2,0,0 +schiena01,2012,1,SFN,NL,77,175,15,44,4,5,5,16,3,2,18,36,2,1,0,2,1 +schiena01,2012,2,PHI,NL,37,66,5,18,4,0,1,5,0,0,5,10,0,0,1,1,0 +schleda01,2012,1,DET,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schmiko01,2012,1,ARI,NL,4,7,1,0,0,0,0,2,0,0,1,2,0,0,0,0,0 +schnebr01,2012,1,PHI,NL,34,89,9,20,5,0,2,7,0,0,5,15,0,3,1,0,4 +schumsk01,2012,1,SLN,NL,107,272,37,75,14,4,1,28,1,1,27,50,2,0,3,2,6 +schwich01,2012,1,NYN,NL,3,4,0,1,0,0,0,1,0,0,0,1,0,0,0,0,0 +schwimi01,2012,1,PHI,NL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +scottlu01,2012,1,TBA,AL,96,314,35,72,22,1,14,55,5,0,21,80,3,5,0,4,9 +scribev01,2012,1,OAK,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +scutama01,2012,1,COL,NL,95,377,47,102,16,3,4,30,7,3,27,35,0,4,4,3,5 +scutama01,2012,2,SFN,NL,61,243,40,88,16,1,3,44,2,1,13,14,0,0,6,6,7 +seageky01,2012,1,SEA,AL,155,594,62,154,35,1,20,86,13,5,46,110,1,5,2,4,9 +seddoch01,2012,1,CLE,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +segurje01,2012,1,LAA,AL,1,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +segurje01,2012,2,MIL,NL,44,148,19,39,4,3,0,14,7,1,13,21,3,0,1,1,1 +selleju01,2012,1,LAN,NL,19,44,6,9,3,1,1,2,0,0,5,14,1,0,1,0,0 +septile01,2012,1,CHA,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shawbr01,2012,1,ARI,NL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sheetbe01,2012,1,ATL,NL,9,13,0,0,0,0,0,0,0,0,1,6,0,0,3,0,0 +sherrge01,2012,1,SEA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shielja02,2012,1,TBA,AL,33,5,0,1,0,0,0,1,0,0,0,1,0,0,0,0,1 +shoppke01,2012,1,BOS,AL,48,140,16,35,12,2,5,17,1,0,11,62,1,5,2,0,2 +shoppke01,2012,2,NYN,NL,28,79,7,16,2,0,3,10,0,0,5,27,2,3,0,0,0 +sierrmo01,2012,1,TOR,AL,49,147,14,33,4,0,6,15,1,0,8,44,0,2,0,0,3 +simmoan01,2012,1,ATL,NL,49,166,17,48,8,2,3,19,1,0,12,21,1,1,0,3,5 +simonal01,2012,1,CIN,NL,36,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +sippto01,2012,1,CLE,AL,63,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +skaggty01,2012,1,ARI,NL,6,7,0,0,0,0,0,0,0,0,0,4,0,0,2,0,0 +slatedo01,2012,1,PIT,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithjo05,2012,1,CLE,AL,72,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithse01,2012,1,OAK,AL,125,383,55,92,23,2,14,52,2,2,50,98,7,5,0,3,4 +smithwi04,2012,1,KCA,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smoakju01,2012,1,SEA,AL,132,483,49,105,14,0,19,51,1,0,49,111,2,1,0,2,12 +smylydr01,2012,1,DET,AL,23,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +snidetr01,2012,1,TOR,AL,10,36,6,9,2,0,3,8,0,0,3,14,0,0,0,1,0 +snidetr01,2012,2,PIT,NL,50,128,17,32,5,1,1,9,2,0,14,34,0,1,0,2,2 +snydebr03,2012,1,TEX,AL,40,65,11,18,2,0,3,9,0,0,3,26,0,0,1,0,1 +snydech02,2012,1,HOU,NL,76,221,23,39,8,0,7,24,0,0,33,70,4,4,0,0,5 +socolmi01,2012,1,BAL,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +socolmi01,2012,2,CHN,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sogarer01,2012,1,OAK,AL,37,102,8,17,3,1,2,7,2,0,5,17,0,0,1,0,1 +solando01,2012,1,MIA,NL,93,285,29,84,11,3,2,28,7,0,21,58,1,2,3,5,5 +solanjh01,2012,1,WAS,NL,12,35,6,11,3,0,2,6,1,0,2,5,1,0,0,0,0 +solisal01,2012,1,SDN,NL,5,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +soriaal01,2012,1,CHN,NL,151,561,68,147,33,2,32,108,6,2,44,153,5,7,0,3,18 +soriara01,2012,1,NYA,AL,69,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sotoge01,2012,1,CHN,NL,52,176,26,35,6,1,6,14,0,0,19,35,1,2,0,0,6 +sotoge01,2012,2,TEX,AL,47,148,19,29,6,0,5,25,1,0,11,41,0,1,2,2,6 +spande01,2012,1,MIN,AL,128,516,71,146,38,4,4,41,17,6,47,62,0,0,4,1,10 +spearna01,2012,1,BOS,AL,4,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +spencjo01,2012,1,SDN,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stammcr01,2012,1,WAS,NL,59,6,0,0,0,0,0,0,0,0,0,4,0,0,2,0,0 +stantmi03,2012,1,MIA,NL,123,449,75,130,30,1,37,86,6,2,46,143,9,5,0,1,5 +staufti01,2012,1,SDN,NL,1,1,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0 +stewach01,2012,1,NYA,AL,55,141,15,34,8,0,1,13,2,0,10,21,0,1,3,2,1 +stewaia01,2012,1,CHN,NL,55,179,16,36,5,2,5,17,0,3,21,46,4,2,0,0,5 +stewaza01,2012,1,CHA,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stewaza01,2012,2,BOS,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stinsjo01,2012,1,MIL,NL,6,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +storedr01,2012,1,WAS,NL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +storemi01,2012,1,HOU,NL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +straida01,2012,1,OAK,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +strasst01,2012,1,WAS,NL,28,47,4,13,4,0,1,7,0,0,3,13,0,1,2,0,0 +streehu01,2012,1,SDN,NL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stroppe01,2012,1,BAL,AL,70,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stubbdr01,2012,1,CIN,NL,136,493,75,105,13,2,14,40,30,7,42,166,0,2,6,1,2 +stulter01,2012,1,CHA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stulter01,2012,2,SDN,NL,18,28,3,7,2,0,0,3,0,0,0,10,0,0,6,0,1 +stutemi01,2012,1,PHI,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +suppaje01,2012,1,SDN,NL,8,10,0,1,0,0,0,0,0,0,1,1,0,0,3,0,0 +suttodr01,2012,1,TBA,AL,18,48,2,13,4,0,0,6,0,0,2,16,0,1,0,0,0 +suttodr01,2012,2,PIT,NL,24,74,10,18,8,1,1,7,0,1,4,26,0,0,0,1,1 +suzukic01,2012,1,SEA,AL,95,402,49,105,15,5,4,28,15,2,17,40,4,0,0,4,10 +suzukic01,2012,2,NYA,AL,67,227,28,73,13,1,5,27,14,5,5,21,1,2,5,1,2 +suzukku01,2012,1,OAK,AL,75,262,19,57,15,0,1,18,1,0,9,53,0,3,2,2,3 +suzukku01,2012,2,WAS,NL,43,146,17,39,5,0,5,25,1,0,11,20,3,2,2,3,2 +swarzan01,2012,1,MIN,AL,44,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +sweenry01,2012,1,BOS,AL,63,204,22,53,19,2,0,16,0,0,12,43,0,1,1,1,1 +swishni01,2012,1,NYA,AL,148,537,75,146,36,0,24,93,2,3,77,141,2,4,1,5,9 +tabatjo01,2012,1,PIT,NL,103,333,43,81,20,3,3,16,8,12,29,58,0,6,6,0,7 +takahhi01,2012,1,LAA,AL,42,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +takahhi01,2012,2,PIT,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tateyyo01,2012,1,TEX,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tayloan01,2012,1,LAA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +taylomi01,2012,1,OAK,AL,6,21,2,3,1,0,0,0,0,0,0,10,0,0,0,0,1 +tazawju01,2012,1,BOS,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +teafoev01,2012,1,KCA,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +teagata01,2012,1,BAL,AL,22,57,4,9,3,0,2,9,0,0,5,23,0,0,2,0,1 +teherju01,2012,1,ATL,NL,2,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +teixema01,2012,1,NYA,AL,123,451,66,113,27,1,24,84,2,1,54,83,1,7,0,12,11 +tejadru01,2012,1,NYN,NL,114,464,53,134,26,0,1,25,4,4,27,73,0,5,3,2,9 +tekotbl01,2012,1,SDN,NL,11,15,0,2,0,0,0,0,1,0,0,4,0,0,0,0,0 +thameer01,2012,1,TOR,AL,46,148,17,36,7,1,3,11,0,1,9,40,0,1,0,2,7 +thameer01,2012,2,SEA,AL,40,123,10,27,5,2,6,14,1,0,6,47,0,0,1,0,0 +thatcjo01,2012,1,SDN,NL,55,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thayeda01,2012,1,SDN,NL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +theriry01,2012,1,SFN,NL,104,352,45,95,16,1,0,28,13,5,24,47,1,1,4,3,12 +tholejo01,2012,1,NYN,NL,104,321,24,75,15,0,1,21,0,0,27,50,6,1,4,1,12 +thomacl02,2012,1,DET,AL,3,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thomacl02,2012,2,MIN,AL,12,28,2,4,1,0,1,4,0,0,0,16,0,1,0,0,0 +thomaju01,2012,1,BOS,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thomaju01,2012,2,NYA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thomeji01,2012,1,PHI,NL,30,62,9,15,2,0,5,15,0,0,8,21,1,1,0,0,2 +thomeji01,2012,2,BAL,AL,28,101,8,26,5,0,3,10,0,0,14,40,2,0,0,0,4 +thompri02,2012,1,TBA,AL,23,22,5,2,0,0,0,1,6,2,0,5,0,2,0,0,1 +thompri03,2012,1,LAA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thompri03,2012,2,OAK,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thornma01,2012,1,CHA,AL,74,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thornty01,2012,1,MIL,NL,8,5,1,1,1,0,0,0,0,0,0,2,0,0,0,0,0 +tillmch01,2012,1,BAL,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tollesh01,2012,1,LAN,NL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tollest01,2012,1,BAL,AL,29,71,4,13,3,0,2,6,1,0,4,17,0,0,1,0,2 +tomlijo01,2012,1,CLE,AL,21,5,0,2,0,0,0,0,0,0,0,3,0,0,0,0,0 +torrean02,2012,1,NYN,NL,132,374,47,86,17,7,3,35,13,5,52,90,2,3,1,2,9 +torreca01,2012,1,COL,NL,32,9,1,2,0,0,0,1,0,0,1,4,0,0,3,0,0 +torreyo01,2012,1,TEX,AL,49,161,16,38,8,0,3,12,1,1,14,31,0,2,3,2,2 +torreyo01,2012,2,TOR,AL,10,28,3,6,0,0,1,2,0,0,2,7,0,0,0,0,0 +torreyo01,2012,3,MIL,NL,5,5,0,0,0,0,0,0,0,0,1,2,0,0,0,0,0 +tracych01,2012,1,WAS,NL,73,93,7,25,7,0,3,14,0,0,10,15,3,1,0,1,1 +treanma01,2012,1,LAN,NL,36,103,11,18,3,1,2,10,1,1,14,29,2,2,1,2,2 +triunca01,2012,1,SEA,AL,10,22,2,5,2,0,0,3,0,0,1,4,0,0,1,0,0 +troutmi01,2012,1,LAA,AL,139,559,129,182,27,8,30,83,49,5,67,139,4,6,0,7,7 +trumbma01,2012,1,LAA,AL,144,544,66,146,19,3,32,95,4,5,36,153,3,4,0,2,12 +tulowtr01,2012,1,COL,NL,47,181,33,52,8,2,8,27,2,2,19,19,1,2,0,1,7 +turneja01,2012,1,DET,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +turneja01,2012,2,MIA,NL,7,14,0,0,0,0,0,0,0,0,0,8,0,0,2,0,0 +turneju01,2012,1,NYN,NL,94,171,20,46,13,1,2,19,1,1,9,24,0,4,0,1,9 +ueharko01,2012,1,TEX,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ugglada01,2012,1,ATL,NL,154,523,86,115,29,0,19,78,4,3,94,168,5,10,0,3,8 +uptonbj01,2012,1,TBA,AL,146,573,79,141,29,3,28,78,31,6,45,169,0,1,4,8,13 +uptonju01,2012,1,ARI,NL,150,554,107,155,24,4,17,67,18,8,63,121,5,5,0,6,7 +uribeju01,2012,1,LAN,NL,66,162,15,31,9,0,2,17,0,1,13,37,0,2,1,1,6 +utleych01,2012,1,PHI,NL,83,301,48,77,15,2,11,45,11,1,43,43,7,12,0,6,4 +valbulu01,2012,1,CHN,NL,90,265,26,58,20,0,4,28,0,2,36,55,1,0,0,2,6 +valdejo01,2012,1,HOU,NL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +valdejo02,2012,1,NYN,NL,94,191,28,46,9,1,8,26,10,3,10,44,0,2,3,0,2 +valdelu01,2012,1,CLE,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +valdelu01,2012,2,CHN,NL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +valdera02,2012,1,PHI,NL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +valdewi01,2012,1,CIN,NL,77,194,15,40,4,0,0,15,3,1,8,36,0,0,5,1,4 +valenda01,2012,1,MIN,AL,34,126,13,25,6,1,2,17,0,1,3,32,0,0,0,3,5 +valenda01,2012,2,BOS,AL,10,28,1,4,0,0,1,4,0,0,0,6,0,0,0,1,1 +valvejo01,2012,1,DET,AL,71,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vanderi01,2012,1,PIT,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vanslsc01,2012,1,LAN,NL,27,54,4,9,2,0,2,7,1,0,2,14,0,0,1,0,2 +vargaja01,2012,1,SEA,AL,33,5,2,2,0,0,0,1,0,0,1,2,0,0,0,0,0 +varvaan01,2012,1,ATL,NL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vasques01,2012,1,MIN,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vealdo01,2012,1,CHA,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +velazgi01,2012,1,MIA,NL,19,56,2,13,1,0,0,2,0,0,1,11,0,0,0,0,0 +venabwi01,2012,1,SDN,NL,148,417,62,110,26,8,9,45,24,6,41,94,2,5,5,2,2 +ventejo01,2012,1,ATL,NL,66,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +verasjo01,2012,1,MIL,NL,72,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +verdury01,2012,1,KCA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +verlaju01,2012,1,DET,AL,33,4,0,0,0,0,0,0,0,0,0,1,0,0,4,0,0 +vicieda01,2012,1,CHA,AL,147,505,64,129,18,1,25,78,0,2,28,120,0,6,0,4,18 +victosh01,2012,1,PHI,NL,101,387,46,101,17,5,9,40,24,4,35,49,1,2,5,2,4 +victosh01,2012,2,LAN,NL,53,208,26,51,12,2,2,15,15,2,18,31,0,4,4,1,1 +villabr02,2012,1,DET,AL,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +villaca01,2012,1,TOR,AL,38,2,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +villape01,2012,1,CIN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vinceni01,2012,1,SDN,NL,27,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +vittejo01,2012,1,CHN,NL,36,99,7,12,2,0,2,5,2,0,7,33,0,2,0,1,6 +vizquom01,2012,1,TOR,AL,60,153,13,36,5,1,0,7,3,2,7,17,0,0,1,2,5 +vogelry01,2012,1,SFN,NL,31,54,5,5,1,0,0,0,0,0,3,31,0,1,8,0,1 +vogtst01,2012,1,TBA,AL,18,25,0,0,0,0,0,0,0,0,2,2,0,0,0,0,0 +volqued01,2012,1,SDN,NL,32,56,2,4,1,0,0,1,0,0,1,29,0,0,5,0,0 +volstch01,2012,1,CHN,NL,21,28,0,5,0,0,0,0,0,0,0,10,0,0,6,0,0 +vottojo01,2012,1,CIN,NL,111,374,59,126,44,0,14,56,5,3,94,85,18,5,0,2,8 +wadeco01,2012,1,NYA,AL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wainwad01,2012,1,SLN,NL,33,66,5,8,2,0,1,4,0,0,3,32,0,0,3,0,1 +waldejo01,2012,1,LAA,AL,45,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +waldrky01,2012,1,MIN,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +walkene01,2012,1,PIT,NL,129,472,62,132,27,0,14,69,7,5,47,104,1,2,1,8,11 +wallabr01,2012,1,HOU,NL,66,229,24,58,10,1,9,24,0,0,18,73,1,6,0,1,2 +walljo02,2012,1,LAN,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +waltepj01,2012,1,MIN,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wangch01,2012,1,WAS,NL,10,6,1,1,1,0,0,0,0,0,1,3,0,0,0,0,0 +warread01,2012,1,NYA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +watsoto01,2012,1,PIT,NL,68,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +weaveje02,2012,1,LAA,AL,30,2,1,1,0,0,0,0,0,0,1,1,0,0,0,0,0 +webbry01,2012,1,MIA,NL,65,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +weberth01,2012,1,DET,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +weeksje01,2012,1,OAK,AL,118,444,54,98,15,8,2,20,16,5,50,70,0,5,9,3,5 +weeksri01,2012,1,MIL,NL,157,588,85,135,29,4,21,63,16,3,74,169,2,13,0,2,9 +weilaky01,2012,1,HOU,NL,4,5,1,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +wellsca01,2012,1,SEA,AL,93,285,42,65,12,3,10,36,3,0,26,80,0,4,1,0,3 +wellski01,2012,1,SDN,NL,8,12,1,1,0,0,0,0,0,0,0,5,0,1,1,0,0 +wellsra01,2012,1,CHN,NL,12,4,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +wellsve01,2012,1,LAA,AL,77,243,36,56,9,0,11,29,3,1,16,35,0,1,0,2,5 +wernean01,2012,1,SDN,NL,8,12,0,1,0,0,0,0,0,0,0,4,0,0,2,0,1 +werthja01,2012,1,WAS,NL,81,300,42,90,21,3,5,31,8,2,42,57,2,1,0,1,3 +westbja01,2012,1,SLN,NL,30,49,2,6,1,0,0,0,1,0,4,24,0,0,5,0,1 +wheelda01,2012,1,CLE,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wheelry01,2012,1,ARI,NL,50,109,11,26,6,1,1,10,1,0,9,22,0,0,0,1,4 +whiteal01,2012,1,COL,NL,28,28,2,5,1,0,2,5,0,0,0,12,0,0,4,1,0 +whiteel03,2012,1,SFN,NL,12,11,3,1,1,0,0,2,0,0,1,4,0,1,0,1,0 +wielajo01,2012,1,SDN,NL,5,8,0,2,1,0,0,2,0,0,0,2,0,0,0,0,0 +wietema01,2012,1,BAL,AL,144,526,67,131,27,1,23,83,3,0,60,112,4,4,0,3,17 +wiggity01,2012,1,PHI,NL,125,315,40,74,11,0,11,43,1,0,37,81,2,2,0,6,5 +wilheto01,2012,1,SEA,AL,73,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wilkad01,2012,1,DET,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +willije02,2012,1,LAA,AL,32,4,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0 +willijo03,2012,1,MIN,AL,145,519,85,135,30,1,35,110,3,2,76,141,4,14,0,6,15 +wilsobo02,2012,1,LAA,AL,75,171,19,36,5,0,3,13,0,0,15,33,0,1,13,1,7 +wilsobr01,2012,1,SFN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wilsocj01,2012,1,LAA,AL,34,5,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +wilsoja02,2012,1,ATL,NL,40,71,4,12,1,1,0,4,0,0,2,12,1,0,3,1,1 +wilsoju10,2012,1,PIT,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wisede01,2012,1,NYA,AL,56,61,11,16,3,1,3,8,7,0,2,12,0,0,0,0,1 +wisede01,2012,2,CHA,AL,45,163,20,42,7,1,5,22,12,4,9,40,0,1,0,3,1 +wolfra02,2012,1,MIL,NL,26,40,3,6,0,0,0,4,0,1,0,11,0,0,5,1,2 +wolfra02,2012,2,BAL,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +woodke02,2012,1,CHN,NL,10,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +woodtr01,2012,1,CHN,NL,28,53,5,10,3,0,1,4,0,0,0,20,0,0,2,0,1 +worleva01,2012,1,PHI,NL,23,37,0,3,1,0,0,2,0,0,0,13,0,0,7,0,1 +worthda01,2012,1,DET,AL,43,74,9,16,3,0,0,3,0,0,13,23,0,0,2,1,1 +wrighda03,2012,1,NYN,NL,156,581,91,178,41,2,21,93,15,10,81,112,16,3,0,5,15 +wrighja01,2012,1,LAN,NL,66,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +wrighwe01,2012,1,HOU,NL,78,2,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +youklke01,2012,1,BOS,AL,42,146,25,34,7,1,4,14,0,0,14,39,0,4,0,1,4 +youklke01,2012,2,CHA,AL,80,292,47,69,8,1,15,46,0,0,37,69,2,13,0,2,6 +youngch03,2012,1,NYN,NL,20,31,0,4,2,0,0,2,0,0,1,11,0,0,4,0,0 +youngch04,2012,1,ARI,NL,101,325,36,75,24,0,14,41,8,3,36,79,0,2,0,0,4 +youngde03,2012,1,DET,AL,151,574,54,153,27,1,18,74,0,2,20,112,1,7,0,7,20 +younger03,2012,1,COL,NL,98,174,36,55,7,2,4,15,14,2,13,31,0,4,5,0,1 +youngma02,2012,1,DET,AL,5,10,2,1,1,0,0,1,0,0,0,9,0,1,0,0,0 +youngmi02,2012,1,TEX,AL,156,611,79,169,27,3,8,67,2,2,33,70,3,1,0,6,26 +zagurmi01,2012,1,ARI,NL,45,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +zambrca01,2012,1,MIA,NL,35,34,3,6,0,0,1,2,0,0,0,8,0,0,2,0,2 +zieglbr01,2012,1,ARI,NL,77,4,1,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +zimmejo02,2012,1,WAS,NL,32,57,5,11,2,0,1,4,0,0,4,13,0,0,5,0,1 +zimmery01,2012,1,WAS,NL,145,578,93,163,36,1,25,95,5,2,57,116,8,2,0,4,20 +zitoba01,2012,1,SFN,NL,32,53,3,4,0,0,0,2,0,0,6,12,0,0,10,0,1 +zobribe01,2012,1,TBA,AL,157,560,88,151,39,7,20,74,14,9,97,103,7,3,2,6,13 +aardsda01,2013,1,NYN,NL,43,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +abadfe01,2013,1,WAS,NL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +abreuto01,2013,1,SFN,NL,53,138,21,37,12,3,2,14,0,2,6,33,1,1,1,1,5 +aceveal01,2013,1,BOS,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ackledu01,2013,1,SEA,AL,113,384,40,97,18,2,4,31,2,3,37,72,1,1,4,1,6 +adamsda02,2013,1,NYA,AL,43,140,10,27,5,1,2,13,0,0,9,43,0,2,1,0,4 +adamsma01,2013,1,SLN,NL,108,296,46,84,14,0,17,51,0,1,23,80,0,0,0,0,9 +adamsmi03,2013,1,PHI,NL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +adducji02,2013,1,TEX,AL,17,31,2,8,1,0,0,0,2,0,3,9,0,0,0,0,0 +adriaeh01,2013,1,SFN,NL,9,18,3,4,1,0,1,3,0,0,1,5,0,0,1,0,1 +affelje01,2013,1,SFN,NL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +alberan01,2013,1,MIN,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +alberma01,2013,1,CLE,AL,56,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +albural01,2013,1,DET,AL,53,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +allenco01,2013,1,CLE,AL,77,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +almonab01,2013,1,SEA,AL,25,72,10,19,4,0,2,9,1,0,6,21,0,0,2,2,2 +almonzo01,2013,1,NYA,AL,34,106,9,25,4,0,1,9,3,1,6,19,0,0,0,1,2 +alonsyo01,2013,1,SDN,NL,97,334,34,94,11,0,6,45,6,0,32,47,5,2,0,7,9 +altuvjo01,2013,1,HOU,AL,152,626,64,177,31,2,5,52,35,13,32,85,5,2,4,8,24 +alvarhe01,2013,1,MIA,NL,17,30,2,9,3,0,1,6,0,0,0,12,0,0,4,1,0 +alvarjo02,2013,1,DET,AL,14,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +alvarpe01,2013,1,PIT,NL,152,558,70,130,22,2,36,100,2,0,48,186,7,4,0,4,16 +amarial01,2013,1,SDN,NL,146,368,35,87,14,4,5,32,4,2,22,57,1,2,3,1,7 +ambrihe01,2013,1,HOU,AL,43,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +amesst01,2013,1,MIA,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +anderbr04,2013,1,OAK,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +anderbr05,2013,1,CHA,AL,10,18,1,1,1,0,0,2,0,0,1,5,0,0,0,0,0 +andinro01,2013,1,SEA,AL,29,76,5,14,4,0,0,4,0,0,7,27,0,0,2,0,3 +andruel01,2013,1,TEX,AL,156,620,91,168,17,4,4,67,42,8,52,97,1,4,16,6,19 +ankieri01,2013,1,HOU,AL,25,62,6,12,3,0,5,11,0,0,3,35,0,0,0,0,0 +ankieri01,2013,2,NYN,NL,20,66,7,12,4,1,2,7,0,1,5,25,0,0,0,0,1 +aokino01,2013,1,MIL,NL,155,597,80,171,20,3,8,37,20,12,55,40,1,11,8,3,9 +archech01,2013,1,TBA,AL,23,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +arciaos01,2013,1,MIN,AL,97,351,34,88,17,2,14,43,1,2,23,117,0,4,0,0,4 +arenano01,2013,1,COL,NL,133,486,49,130,29,4,10,52,2,0,23,72,1,1,2,2,16 +arencjp01,2013,1,TOR,AL,138,474,45,92,18,0,21,55,0,2,18,148,0,3,0,2,8 +ariasjo01,2013,1,SFN,NL,102,225,17,61,9,2,1,19,1,0,4,33,1,1,4,2,4 +arrieja01,2013,1,BAL,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +arrieja01,2013,2,CHN,NL,9,15,0,2,0,0,0,2,0,0,0,10,0,0,4,0,0 +arroybr01,2013,1,CIN,NL,32,59,0,4,0,0,0,0,0,0,0,26,0,0,16,0,1 +ascheco01,2013,1,PHI,NL,50,162,18,38,8,1,5,22,1,0,15,43,3,1,0,1,1 +atchisc01,2013,1,NYN,NL,51,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +aumonph01,2013,1,PHI,NL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +avilaal01,2013,1,DET,AL,102,330,39,75,14,1,11,47,0,0,44,112,0,1,1,3,10 +avilalu01,2013,1,ATL,NL,75,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +avilemi01,2013,1,CLE,AL,124,361,54,91,15,0,9,46,8,5,15,41,0,3,7,8,11 +axelrdy01,2013,1,CHA,AL,30,2,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +axforjo01,2013,1,MIL,NL,62,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +axforjo01,2013,2,SLN,NL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ayalalu01,2013,1,BAL,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ayalalu01,2013,2,ATL,NL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +aybarer01,2013,1,LAA,AL,138,550,68,149,33,5,6,54,12,7,23,59,1,3,8,5,14 +badenbu01,2013,1,MIL,NL,63,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +bailean01,2013,1,BOS,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +baileho02,2013,1,CIN,NL,32,58,3,9,1,0,0,1,0,0,3,18,0,1,11,0,2 +bakerje03,2013,1,TEX,AL,74,154,21,43,8,0,11,21,1,0,18,48,1,2,0,1,5 +bakerjo01,2013,1,SDN,NL,16,40,0,6,0,0,0,2,0,0,6,12,0,0,0,0,4 +bakersc02,2013,1,CHN,NL,3,3,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +balfogr01,2013,1,OAK,AL,65,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bantzbr01,2013,1,SEA,AL,1,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +bardda01,2013,1,BOS,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barmecl01,2013,1,PIT,NL,108,304,22,64,15,0,5,23,0,0,14,70,3,2,9,1,5 +barnebr02,2013,1,HOU,AL,136,408,46,98,17,1,8,41,11,11,21,127,0,8,6,2,5 +barneda01,2013,1,CHN,NL,141,501,49,104,25,1,7,41,4,2,36,64,5,6,4,6,22 +barnesc01,2013,1,CLE,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bartoda02,2013,1,OAK,AL,37,104,15,28,2,0,3,16,0,0,13,18,0,1,0,2,1 +bassan01,2013,1,SDN,NL,24,2,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0 +bastaan01,2013,1,PHI,NL,48,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bauertr01,2013,1,CLE,AL,4,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +bautijo02,2013,1,TOR,AL,118,452,82,117,24,0,28,73,7,2,69,84,2,3,0,4,13 +baxtemi01,2013,1,NYN,NL,74,132,14,25,6,1,0,4,5,2,17,28,0,5,0,1,1 +bayja01,2013,1,SEA,AL,68,206,30,42,6,0,11,20,3,1,26,62,1,2,1,1,6 +beachbr01,2013,1,ATL,NL,5,8,1,1,0,0,0,0,0,0,1,3,0,0,3,0,0 +beatope01,2013,1,BOS,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +beavabl01,2013,1,SEA,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +beckejo02,2013,1,LAN,NL,8,8,0,1,0,0,0,0,0,0,1,3,0,0,3,0,1 +beckhgo01,2013,1,CHA,AL,103,371,46,99,22,1,5,24,5,1,28,56,2,4,1,4,10 +beckhti01,2013,1,TBA,AL,5,7,1,3,0,0,0,1,0,0,0,0,0,0,0,1,0 +bedarer01,2013,1,HOU,AL,32,3,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +belfimi01,2013,1,BAL,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +belisma01,2013,1,COL,NL,72,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +belisro01,2013,1,LAN,NL,77,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +belivje01,2013,1,TBA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bellhe01,2013,1,ARI,NL,69,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +belowdu01,2013,1,MIA,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +beltbr01,2013,1,SFN,NL,150,509,76,147,39,4,17,67,5,2,52,125,4,6,1,3,4 +beltrad01,2013,1,TEX,AL,161,631,88,199,32,0,30,92,1,0,50,78,12,7,0,2,17 +beltrca01,2013,1,SLN,NL,145,554,79,164,30,3,24,84,2,1,38,90,1,1,1,6,12 +beltren01,2013,1,TEX,AL,22,40,7,10,1,0,0,2,1,2,0,5,0,1,1,0,1 +benoijo01,2013,1,DET,AL,66,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +berkmla01,2013,1,TEX,AL,73,256,27,62,10,1,6,34,0,0,38,52,3,0,0,0,7 +bernaro01,2013,1,WAS,NL,85,152,18,27,6,1,2,6,3,0,12,44,1,2,1,0,4 +bernaro01,2013,2,PHI,NL,27,75,8,14,4,1,2,5,1,0,4,21,0,3,1,0,0 +bernido01,2013,1,MIN,AL,33,53,9,12,3,0,0,5,2,1,8,15,1,1,2,0,1 +berryqu01,2013,1,BOS,AL,13,8,5,5,0,0,1,4,3,0,1,2,0,0,0,0,0 +betande01,2013,1,NYA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +betanra01,2013,1,COL,NL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +betanyu01,2013,1,MIL,NL,137,391,35,83,15,1,13,46,0,0,14,71,3,1,0,3,9 +betemwi01,2013,1,BAL,AL,6,10,0,0,0,0,0,0,0,0,0,3,0,0,0,0,1 +bethach01,2013,1,ATL,NL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +bettich01,2013,1,COL,NL,17,11,0,0,0,0,0,0,0,0,0,4,0,0,3,0,0 +biancje01,2013,1,MIL,NL,100,236,22,56,8,1,1,25,4,4,11,46,0,1,2,2,4 +billich01,2013,1,LAN,NL,2,3,0,0,0,0,0,0,0,0,0,3,0,0,2,0,0 +blackch02,2013,1,COL,NL,82,246,35,76,17,2,6,22,7,0,7,49,0,3,2,0,1 +blacktr01,2013,1,HOU,AL,42,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +blacktr01,2013,2,TEX,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +blackvi01,2013,1,PIT,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +blackvi01,2013,2,NYN,NL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +blancgr01,2013,1,SFN,NL,141,452,50,120,17,6,3,41,14,9,52,95,4,1,3,3,10 +blanche01,2013,1,TOR,AL,15,38,3,7,3,0,0,0,0,0,4,10,0,0,1,0,3 +blanche01,2013,2,SEA,AL,35,96,8,12,2,0,3,14,0,0,10,26,0,1,0,0,2 +blankky01,2013,1,SDN,NL,88,280,31,68,14,0,8,35,1,1,21,85,1,5,0,2,2 +blantjo01,2013,1,LAA,AL,28,6,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +blazemi01,2013,1,SLN,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +blazemi01,2013,2,MIL,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +blevije01,2013,1,OAK,AL,67,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +bloomwi01,2013,1,ARI,NL,48,139,16,44,5,1,0,14,0,2,8,11,0,2,0,1,3 +boescbr01,2013,1,NYA,AL,23,51,6,14,2,1,3,8,0,0,2,9,0,0,0,0,2 +bogaexa01,2013,1,BOS,AL,18,44,7,11,2,0,1,5,1,0,5,13,0,0,0,1,1 +boggsmi01,2013,1,SLN,NL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +boggsmi01,2013,2,COL,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bogusbr01,2013,1,CHN,NL,47,143,18,39,7,1,6,16,2,0,10,35,1,1,0,1,4 +bondeje01,2013,1,SEA,AL,7,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +bondeje01,2013,2,DET,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bonifem01,2013,1,TOR,AL,94,262,33,57,16,1,3,20,12,6,13,66,0,2,3,2,3 +bonifem01,2013,2,KCA,AL,42,158,21,45,6,2,0,11,16,2,17,37,0,0,3,1,1 +bootcch01,2013,1,NYA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +borboju01,2013,1,TEX,AL,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +borboju01,2013,2,CHN,NL,72,104,10,21,3,1,1,3,7,1,12,22,0,0,1,0,0 +boscajc01,2013,1,CHN,NL,6,9,1,2,1,0,0,0,0,0,0,2,0,1,0,0,0 +boshebu01,2013,1,LAA,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bourgja01,2013,1,TBA,AL,9,16,2,3,0,0,1,2,0,0,2,4,0,0,0,0,0 +bourjpe01,2013,1,LAA,AL,55,175,26,48,3,3,3,12,6,0,10,43,0,6,4,1,8 +bournmi01,2013,1,CLE,AL,130,525,75,138,21,6,6,50,23,12,40,132,0,2,5,3,2 +bowdemi01,2013,1,CHN,NL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +boxbebr01,2013,1,SDN,NL,18,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brachbr01,2013,1,SDN,NL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bradlja02,2013,1,BOS,AL,37,95,18,18,5,0,3,10,2,0,10,31,0,2,0,0,1 +brantmi02,2013,1,CLE,AL,151,556,66,158,26,3,10,73,17,4,40,67,1,4,3,8,11 +brantro01,2013,1,MIA,NL,67,223,11,47,9,0,1,18,0,0,15,53,1,2,0,3,8 +brasiry01,2013,1,LAA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +braunry02,2013,1,MIL,NL,61,225,30,67,14,2,9,38,4,5,27,56,7,0,0,1,8 +breslcr01,2013,1,BOS,AL,61,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brewech01,2013,1,ARI,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brignre01,2013,1,COL,NL,29,48,4,12,3,0,1,6,0,0,3,13,1,0,2,0,3 +brignre01,2013,2,NYA,AL,17,44,1,5,1,0,0,0,0,0,1,17,0,0,0,0,3 +brittdr01,2013,1,BOS,AL,19,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brittza01,2013,1,BAL,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brothre01,2013,1,COL,NL,72,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +brownan02,2013,1,NYN,NL,68,150,16,34,5,0,7,24,1,0,13,44,0,0,2,0,3 +brownco01,2013,1,WAS,NL,14,12,2,2,1,0,1,1,1,0,3,4,0,0,0,0,1 +browndo01,2013,1,PHI,NL,139,496,65,135,21,4,27,83,8,3,39,97,5,1,0,4,5 +brownjo05,2013,1,MIA,NL,14,15,0,3,1,0,0,5,0,0,1,1,0,0,0,1,0 +broxtjo01,2013,1,CIN,NL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bruceja01,2013,1,CIN,NL,160,626,89,164,43,1,30,109,7,3,63,185,13,2,0,5,9 +buchhcl01,2013,1,BOS,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +buckjo01,2013,1,NYN,NL,101,368,38,79,11,0,15,60,2,1,29,99,4,8,0,2,12 +buckjo01,2013,2,PIT,NL,9,24,1,8,0,0,0,2,0,0,0,5,0,0,0,0,1 +bucknbi02,2013,1,LAA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +buehrma01,2013,1,TOR,AL,33,4,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +buenofr01,2013,1,KCA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bumgama01,2013,1,SFN,NL,31,56,3,6,0,0,0,4,0,0,5,30,0,0,7,1,1 +burgohi01,2013,1,MIL,NL,6,8,0,1,0,0,0,0,0,0,0,6,0,0,2,0,0 +burkegr01,2013,1,NYN,NL,32,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +burneaj01,2013,1,PIT,NL,30,59,1,4,0,0,0,2,0,0,2,33,0,0,6,0,2 +burneal01,2013,1,BAL,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +burneal01,2013,2,CHN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +burnese01,2013,1,LAA,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +burnsco01,2013,1,TEX,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +burtoja01,2013,1,MIN,AL,71,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bushda01,2013,1,TOR,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bussni01,2013,1,LAN,NL,8,19,0,2,0,0,0,0,0,0,1,1,0,0,0,0,0 +buterdr01,2013,1,MIN,AL,2,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +buterdr01,2013,2,LAN,NL,4,7,0,1,0,0,0,0,0,0,0,4,0,0,0,0,0 +butlebi03,2013,1,KCA,AL,162,582,62,168,27,0,15,82,0,0,79,102,11,3,0,4,28 +butlejo04,2013,1,TEX,AL,8,12,3,4,2,0,0,1,0,0,3,6,0,0,0,0,0 +butleke01,2013,1,SLN,NL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +byrdati01,2013,1,NYN,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +byrdma01,2013,1,NYN,NL,117,425,61,121,26,5,21,71,2,4,25,124,2,7,1,6,6 +byrdma01,2013,2,PIT,NL,30,107,14,34,9,0,3,17,0,0,6,20,0,1,0,1,5 +cabrace01,2013,1,NYA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cabreal03,2013,1,CHN,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cabreas01,2013,1,CLE,AL,136,508,66,123,35,2,14,64,9,3,35,114,1,8,6,5,10 +cabreev01,2013,1,SDN,NL,95,381,54,108,15,5,4,31,37,12,41,69,0,2,10,1,1 +cabreme01,2013,1,TOR,AL,88,344,39,96,15,2,3,30,2,2,23,47,0,0,2,3,7 +cabremi01,2013,1,DET,AL,148,555,103,193,26,1,44,137,3,0,90,94,19,5,0,2,19 +cahiltr01,2013,1,ARI,NL,26,49,2,4,1,1,0,5,0,0,0,20,0,0,4,0,0 +cainlo01,2013,1,KCA,AL,115,399,54,100,21,3,4,46,14,6,33,90,2,4,0,6,10 +cainma01,2013,1,SFN,NL,30,52,0,5,0,0,0,2,0,0,2,22,0,0,10,0,1 +calhoko01,2013,1,LAA,AL,58,195,29,55,7,2,8,32,2,2,21,41,0,1,0,5,6 +callaal01,2013,1,LAA,AL,86,294,32,74,13,0,5,36,0,2,34,22,2,0,3,5,8 +callaal01,2013,2,OAK,AL,50,159,20,43,7,0,5,22,0,0,19,25,0,1,0,1,4 +caminar01,2013,1,MIA,NL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +campato01,2013,1,ARI,NL,29,46,10,12,0,1,0,0,8,2,8,14,0,0,0,0,0 +campsh01,2013,1,CHN,NL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +canoro01,2013,1,NYA,AL,160,605,81,190,41,0,27,107,7,1,65,85,16,6,0,5,18 +cappsca01,2013,1,SEA,AL,53,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +capuach01,2013,1,LAN,NL,24,24,1,1,0,0,0,0,0,0,1,8,0,0,4,0,0 +carmofa01,2013,1,TBA,AL,32,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +carpeda01,2013,1,ATL,NL,56,3,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +carpeda02,2013,1,LAA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +carpema01,2013,1,SLN,NL,157,626,126,199,55,7,11,78,3,3,72,98,1,9,3,7,4 +carpmi01,2013,1,BOS,AL,86,216,34,64,18,2,9,43,1,0,22,67,0,2,0,3,3 +carraca01,2013,1,CLE,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +carreez01,2013,1,PHI,NL,13,13,2,1,0,0,0,0,0,0,1,4,0,2,0,0,0 +carreez01,2013,2,CLE,AL,2,4,1,2,0,0,0,1,0,0,0,1,0,0,1,0,1 +carroja01,2013,1,MIN,AL,59,191,21,44,6,0,0,9,2,0,13,35,0,1,1,0,2 +carroja01,2013,2,KCA,AL,14,36,5,4,3,0,0,2,0,1,4,4,0,0,1,2,1 +carsoma01,2013,1,CLE,AL,20,11,5,7,0,0,1,3,3,0,1,1,0,1,0,0,0 +carsoro01,2013,1,NYN,NL,14,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +cartech02,2013,1,HOU,AL,148,506,64,113,24,2,29,82,2,0,70,212,1,4,0,5,8 +cashnan01,2013,1,SDN,NL,34,53,7,13,1,0,1,3,2,0,1,25,0,0,6,0,0 +casilal01,2013,1,BAL,AL,62,112,15,24,4,1,1,10,9,2,9,20,0,0,2,2,1 +casteal01,2013,1,LAN,NL,8,18,2,3,1,0,1,1,0,0,0,5,0,0,0,0,0 +casteni01,2013,1,DET,AL,11,18,1,5,0,0,0,0,0,0,0,1,0,0,0,0,0 +castiwe01,2013,1,CHN,NL,113,380,41,104,23,0,8,32,2,0,34,97,3,11,1,2,13 +castrja01,2013,1,HOU,AL,120,435,63,120,35,1,18,56,2,1,50,130,3,2,0,4,4 +castrsi01,2013,1,CHA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +castrst01,2013,1,CHN,NL,161,666,59,163,34,2,10,44,9,6,30,129,0,7,1,1,21 +cecilbr01,2013,1,TOR,AL,60,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cedenro02,2013,1,HOU,AL,51,141,12,31,6,1,1,12,2,1,6,42,0,2,5,1,4 +cedenro02,2013,2,SDN,NL,38,123,12,33,2,2,2,9,3,3,8,31,1,1,1,0,2 +cedenxa01,2013,1,HOU,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cedenxa01,2013,2,WAS,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +centeju01,2013,1,NYN,NL,4,10,0,3,0,0,0,1,0,0,0,1,0,0,0,0,0 +cervefr01,2013,1,NYA,AL,17,52,12,14,3,0,3,8,0,0,8,9,0,1,0,0,1 +cespeyo01,2013,1,OAK,AL,135,529,74,127,21,4,26,80,7,7,37,137,5,5,0,3,8 +chacijh01,2013,1,COL,NL,32,63,2,12,1,0,1,7,0,0,3,15,0,0,2,2,1 +chambad01,2013,1,SLN,NL,25,26,5,4,1,0,0,1,0,1,3,11,2,0,0,0,0 +chambjo03,2013,1,NYA,AL,45,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chapmar01,2013,1,CIN,NL,68,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +chapmke02,2013,1,HOU,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chatwty01,2013,1,COL,NL,26,40,3,12,1,0,0,7,0,0,2,8,0,0,3,0,0 +chaveen01,2013,1,SEA,AL,97,266,22,71,10,0,2,14,1,3,9,31,1,0,3,1,9 +chaveer01,2013,1,ARI,NL,80,228,28,64,14,2,9,44,1,0,19,45,4,1,0,5,7 +chaveje01,2013,1,OAK,AL,35,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +chenbr01,2013,1,KCA,AL,34,2,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +chenwe02,2013,1,BAL,AL,23,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chiriro01,2013,1,TEX,AL,13,28,3,5,3,0,0,0,0,0,2,6,0,0,0,0,1 +chiselo01,2013,1,CLE,AL,94,289,30,65,17,0,11,36,1,0,16,56,0,2,1,0,8 +choatra01,2013,1,SLN,NL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +choicmi01,2013,1,OAK,AL,9,18,2,5,1,0,0,0,0,0,1,6,0,0,0,0,0 +choosh01,2013,1,CIN,NL,154,569,107,162,34,2,21,54,20,11,112,133,5,26,3,2,3 +chrisni01,2013,1,CIN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cingrto01,2013,1,CIN,NL,24,28,4,7,1,0,0,1,1,0,0,9,0,0,7,0,0 +ciriape01,2013,1,BOS,AL,28,51,4,11,2,1,1,4,2,1,6,12,0,0,0,1,0 +ciriape01,2013,2,SDN,NL,23,63,5,15,1,1,1,4,6,0,3,10,2,1,1,0,2 +ciriape01,2013,3,KCA,AL,5,11,0,2,1,0,0,0,1,0,0,1,0,0,0,0,0 +cishest01,2013,1,MIA,NL,69,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cisnejo01,2013,1,HOU,AL,28,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +claibpr01,2013,1,NYA,AL,44,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clarkco01,2013,1,HOU,AL,16,38,1,4,1,0,0,0,0,0,1,15,0,0,1,0,0 +clarkza01,2013,1,BAL,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clemepa02,2013,1,HOU,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cletoma01,2013,1,SLN,NL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +clevest01,2013,1,CHN,NL,8,8,1,1,0,0,0,0,0,0,1,3,0,0,0,0,0 +clevest01,2013,2,BAL,AL,4,15,1,4,1,0,0,2,0,0,0,2,0,0,0,0,1 +clippty01,2013,1,WAS,NL,72,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cloydty01,2013,1,PHI,NL,13,18,1,2,1,0,0,1,0,0,2,4,0,0,2,0,0 +cobbal01,2013,1,TBA,AL,22,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1 +coellro01,2013,1,LAA,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +coghlch01,2013,1,MIA,NL,70,195,10,50,10,3,1,10,2,0,17,43,1,1,0,1,2 +cokeph01,2013,1,DET,AL,49,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +colabch01,2013,1,MIN,AL,55,160,14,31,3,0,7,17,0,1,20,58,0,1,0,0,5 +colege01,2013,1,PIT,NL,19,34,3,7,0,0,0,5,0,0,1,14,0,0,1,0,0 +colemlo01,2013,1,KCA,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +colliti01,2013,1,KCA,AL,66,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +collmjo01,2013,1,ARI,NL,49,11,1,1,0,0,0,0,0,0,0,5,0,1,0,0,0 +colomal01,2013,1,TBA,AL,3,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +colonba01,2013,1,OAK,AL,30,6,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +colvity01,2013,1,COL,NL,27,75,8,12,0,0,3,10,0,0,3,27,1,0,0,0,2 +congeha01,2013,1,LAA,AL,92,233,23,58,13,1,7,21,0,1,17,61,2,4,0,1,6 +constjo01,2013,1,ATL,NL,21,31,2,8,0,0,0,3,0,3,0,5,0,0,0,0,1 +contrjo01,2013,1,PIT,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cookry01,2013,1,OAK,AL,71,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +corbipa01,2013,1,ARI,NL,33,65,8,8,4,0,0,3,0,0,2,23,0,1,5,0,0 +corpama01,2013,1,COL,NL,31,3,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +corpoca01,2013,1,HOU,AL,64,191,16,43,5,0,7,20,0,0,10,60,1,7,1,1,3 +correke01,2013,1,MIN,AL,32,7,0,0,0,0,0,0,0,0,0,5,0,0,3,0,0 +cosarja01,2013,1,HOU,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cottsne01,2013,1,TEX,AL,58,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cousisc01,2013,1,LAA,AL,7,4,1,0,0,0,0,0,0,0,1,3,0,0,0,0,0 +cowgico01,2013,1,NYN,NL,23,61,7,11,2,0,2,8,0,0,2,15,0,0,0,0,0 +cowgico01,2013,2,LAA,AL,50,91,11,21,3,2,2,8,1,0,5,27,0,0,3,0,1 +cozarza01,2013,1,CIN,NL,151,567,74,144,30,3,12,63,0,0,26,102,2,2,13,10,18 +craigal01,2013,1,SLN,NL,134,508,71,160,29,2,13,97,2,0,40,100,2,10,0,5,12 +crainje01,2013,1,CHA,AL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +crawfbr01,2013,1,SFN,NL,149,499,52,124,24,3,9,43,1,2,42,96,6,5,1,3,10 +crawfca02,2013,1,LAN,NL,116,435,62,123,30,3,6,31,15,4,28,66,2,3,0,2,4 +crispco01,2013,1,OAK,AL,131,513,93,134,22,3,22,66,21,5,61,65,3,0,2,8,7 +crowaa01,2013,1,KCA,AL,57,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +crowetr01,2013,1,HOU,AL,60,165,18,36,7,1,1,13,6,1,16,39,0,0,0,0,3 +cruzlu01,2013,1,LAN,NL,45,118,12,15,2,0,1,6,0,0,5,20,1,2,2,1,3 +cruzlu01,2013,2,NYA,AL,16,55,6,10,1,0,0,5,1,0,1,13,0,2,1,0,3 +cruzne02,2013,1,TEX,AL,109,413,49,110,18,0,27,76,5,1,35,109,2,4,0,4,14 +cruzrh01,2013,1,HOU,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cruzto03,2013,1,SLN,NL,51,123,13,25,6,1,1,13,0,0,4,25,1,2,0,0,7 +cuddymi01,2013,1,COL,NL,130,489,74,162,31,3,20,84,10,3,46,100,5,2,0,3,13 +cuetojo01,2013,1,CIN,NL,11,20,1,3,0,0,0,1,0,0,0,5,0,0,2,0,0 +culbech01,2013,1,COL,NL,47,99,12,29,5,0,2,12,5,1,4,23,1,0,0,1,5 +cumptbr01,2013,1,PIT,NL,6,9,0,0,0,0,0,0,0,0,1,4,0,0,2,0,0 +cunnito01,2013,1,ATL,NL,8,8,2,2,0,0,0,0,0,0,0,3,0,0,0,0,1 +curtije01,2013,1,SLN,NL,5,3,0,0,0,0,0,0,0,0,1,1,0,1,0,0,0 +daleyma01,2013,1,NYA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +danksjo01,2013,1,CHA,AL,22,2,0,0,0,0,0,0,0,0,0,1,0,0,2,0,0 +danksjo02,2013,1,CHA,AL,79,160,15,37,7,0,5,12,7,2,18,57,0,1,0,0,5 +darnatr01,2013,1,NYN,NL,31,99,4,20,3,0,1,5,0,0,12,21,0,0,0,1,3 +darviyu01,2013,1,TEX,AL,32,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +davidma02,2013,1,ARI,NL,31,76,8,18,6,0,3,12,0,1,10,24,1,1,0,0,1 +davisch02,2013,1,BAL,AL,160,584,103,167,42,1,53,138,4,1,72,199,12,10,0,7,4 +daviser02,2013,1,WAS,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +davisik02,2013,1,NYN,NL,103,317,37,65,14,0,9,33,4,0,57,101,5,1,0,2,9 +daviskh01,2013,1,MIL,NL,56,136,27,38,10,0,11,27,3,0,11,34,0,5,0,1,4 +davisra01,2013,1,TOR,AL,108,331,49,86,16,2,6,24,45,6,21,67,0,5,1,2,8 +daviswa01,2013,1,KCA,AL,31,3,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +deazaal01,2013,1,CHA,AL,153,607,84,160,27,4,17,62,20,8,50,147,1,6,6,6,8 +deckeja01,2013,1,SDN,NL,13,26,3,4,0,0,1,2,0,1,3,4,0,0,1,1,0 +dedunsa01,2013,1,MIN,AL,18,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +defraju01,2013,1,PHI,NL,58,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dejesda01,2013,1,CHN,NL,84,284,39,71,19,3,6,27,3,0,29,55,0,5,0,0,3 +dejesda01,2013,2,WAS,NL,3,3,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +dejesda01,2013,3,TBA,AL,35,104,13,27,10,0,2,11,2,3,10,23,0,1,1,1,3 +delabst01,2013,1,TOR,AL,55,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +delarda01,2013,1,LAA,AL,75,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +delareu01,2013,1,ARI,NL,19,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +delarjo01,2013,1,COL,NL,30,52,2,2,0,0,0,0,0,0,2,21,0,0,5,0,0 +delarru01,2013,1,BOS,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +delatjo01,2013,1,BOS,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +deleojo02,2013,1,HOU,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +delgara01,2013,1,ARI,NL,21,32,2,7,0,0,0,1,0,0,1,13,0,0,4,0,1 +dempsry01,2013,1,BOS,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dendema01,2013,1,NYN,NL,27,58,7,12,1,0,1,6,4,1,4,23,0,1,0,0,0 +denorch01,2013,1,SDN,NL,144,473,67,132,21,2,10,47,11,0,42,84,2,1,0,4,13 +derosma01,2013,1,TOR,AL,88,204,23,48,12,1,7,36,0,0,28,49,1,1,0,3,8 +descada01,2013,1,SLN,NL,123,328,43,78,25,1,5,43,6,3,22,56,5,3,3,2,7 +desmoia01,2013,1,WAS,NL,158,600,77,168,38,3,20,80,21,6,43,145,3,5,2,5,16 +detwiro01,2013,1,WAS,NL,13,22,1,2,0,0,0,0,0,0,1,17,0,0,2,0,0 +devrico01,2013,1,MIN,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dewitbl01,2013,1,ATL,NL,4,3,0,1,1,0,0,0,0,0,0,0,0,0,1,0,0 +diamosc01,2013,1,MIN,AL,24,7,0,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +diazjo02,2013,1,BOS,AL,5,4,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +diazma02,2013,1,MIA,NL,10,18,1,3,1,0,0,1,0,0,1,3,0,0,0,0,1 +dickech01,2013,1,BAL,AL,56,105,17,25,5,0,4,13,5,1,4,36,0,0,0,0,0 +dickeco01,2013,1,COL,NL,69,194,32,51,13,5,5,17,2,2,16,41,0,0,1,2,1 +dickera01,2013,1,TOR,AL,34,6,2,2,1,0,0,1,0,0,0,0,0,0,0,0,0 +diekmja01,2013,1,PHI,NL,45,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dietrde01,2013,1,MIA,NL,57,215,32,46,10,2,9,23,1,0,11,56,1,7,0,0,1 +dirksan01,2013,1,DET,AL,131,438,60,112,16,2,9,37,7,1,42,84,2,2,1,1,6 +dobbsgr01,2013,1,MIA,NL,114,237,21,54,11,0,2,22,1,1,22,40,6,5,0,3,5 +dolisra01,2013,1,CHN,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dominjo01,2013,1,LAN,NL,9,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +dominma01,2013,1,HOU,AL,152,543,56,131,25,0,21,77,0,1,30,96,1,7,2,7,17 +donaljo02,2013,1,OAK,AL,158,579,89,174,37,3,24,93,5,2,76,110,2,6,1,6,15 +doolise01,2013,1,OAK,AL,70,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +doteloc01,2013,1,DET,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +doubrfe01,2013,1,BOS,AL,29,3,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +doumiry01,2013,1,MIN,AL,135,485,49,120,28,1,14,55,1,0,48,99,4,1,0,4,13 +downsda02,2013,1,DET,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +downssc01,2013,1,LAA,AL,43,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +downssc01,2013,2,ATL,NL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +doziebr01,2013,1,MIN,AL,147,558,72,136,33,4,18,66,14,7,51,120,0,6,3,4,14 +drabeky01,2013,1,TOR,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +drewst01,2013,1,BOS,AL,124,442,57,112,29,8,13,67,6,0,54,124,3,1,0,4,9 +dudalu01,2013,1,NYN,NL,100,318,42,71,16,0,15,33,0,3,55,102,4,9,0,2,1 +duensbr01,2013,1,MIN,AL,73,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +duffyda01,2013,1,KCA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dukeza01,2013,1,WAS,NL,12,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +dukeza01,2013,2,CIN,NL,14,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +duncash01,2013,1,TBA,AL,20,55,6,10,1,0,2,6,0,0,9,14,0,0,0,0,4 +dunnad01,2013,1,CHA,AL,149,525,60,115,15,0,34,86,1,1,76,189,7,3,0,3,2 +dunnija01,2013,1,SFN,NL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dunnmi01,2013,1,MIA,NL,75,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +durbich01,2013,1,PHI,NL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dwyerch01,2013,1,KCA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dysonja01,2013,1,KCA,AL,87,213,30,55,9,4,2,17,34,6,21,45,1,1,3,1,4 +dysonsa01,2013,1,MIA,NL,5,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +eatonad02,2013,1,ARI,NL,66,250,40,63,10,4,3,22,5,2,17,44,0,6,3,1,4 +edginjo01,2013,1,NYN,NL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ellisaj01,2013,1,LAN,NL,115,390,43,93,17,1,10,52,0,2,45,78,1,3,4,6,11 +ellisma01,2013,1,LAN,NL,126,433,46,117,13,2,6,48,4,1,26,74,2,10,6,5,5 +ellsbja01,2013,1,BOS,AL,134,577,92,172,31,8,9,53,52,4,47,92,3,5,1,2,12 +elmorja01,2013,1,HOU,AL,52,120,16,29,4,0,2,6,1,6,13,20,0,0,2,1,1 +encared01,2013,1,TOR,AL,142,530,90,144,29,1,36,104,7,1,82,62,7,4,0,5,20 +enrigba01,2013,1,LAA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +eovalna01,2013,1,MIA,NL,18,31,1,2,0,0,0,1,0,0,1,17,0,0,3,0,0 +eppleco01,2013,1,NYA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +erlinro01,2013,1,SDN,NL,11,16,0,1,0,0,0,1,0,0,1,5,0,0,2,0,0 +escaled01,2013,1,COL,NL,37,6,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +escobal02,2013,1,KCA,AL,158,607,57,142,20,4,4,52,22,0,19,84,1,3,9,4,12 +escobed01,2013,1,MIN,AL,66,165,23,39,5,2,3,10,0,2,11,34,0,0,2,1,0 +escobyu01,2013,1,TBA,AL,153,508,61,130,27,1,9,56,4,4,57,73,2,3,6,4,19 +espinda01,2013,1,WAS,NL,44,158,11,25,9,0,3,12,1,0,4,47,0,3,1,1,1 +estrama01,2013,1,MIL,NL,21,34,1,7,1,0,0,2,0,0,1,16,0,0,5,0,0 +ethiean01,2013,1,LAN,NL,142,482,54,131,33,2,12,52,4,3,61,95,11,7,0,3,9 +faluir01,2013,1,KCA,AL,1,4,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +familje01,2013,1,NYN,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +farnsky01,2013,1,TBA,AL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +farnsky01,2013,2,PIT,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +farquda01,2013,1,SEA,AL,46,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +federti01,2013,1,LAN,NL,56,160,12,37,8,0,4,16,0,0,10,56,5,0,2,1,5 +feldmsc01,2013,1,CHN,NL,15,34,2,6,2,0,1,8,0,0,0,12,0,0,1,0,0 +feldmsc01,2013,2,BAL,AL,16,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +felicpe01,2013,1,NYN,NL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +felizne01,2013,1,TEX,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fernajo02,2013,1,MIA,NL,28,50,5,11,1,1,1,5,0,0,0,20,0,0,7,1,2 +fieldjo03,2013,1,HOU,AL,42,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fieldpr01,2013,1,DET,AL,162,624,82,174,36,0,25,106,1,1,75,117,5,9,0,4,20 +fieldth01,2013,1,LAA,AL,15,26,4,4,0,0,0,0,0,0,1,7,0,0,0,0,0 +fienca01,2013,1,MIN,AL,73,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fiersmi01,2013,1,MIL,NL,11,4,0,0,0,0,0,0,0,0,0,4,0,0,1,0,0 +fifest01,2013,1,LAN,NL,12,17,0,1,0,0,0,0,0,0,1,12,0,0,0,0,0 +figaral01,2013,1,MIL,NL,33,12,1,3,0,0,0,2,0,0,0,5,0,0,0,0,0 +figuepe01,2013,1,OAK,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fistedo01,2013,1,DET,AL,33,5,0,2,0,0,0,1,0,0,0,1,0,0,2,0,0 +flahery01,2013,1,BAL,AL,85,246,28,55,11,0,10,27,2,0,19,62,3,5,1,0,2 +florewi01,2013,1,NYN,NL,27,95,8,20,5,0,1,13,0,0,5,23,0,0,0,1,1 +floripe01,2013,1,MIN,AL,134,403,44,89,17,0,9,44,15,6,33,115,1,2,5,3,7 +flowety01,2013,1,CHA,AL,84,256,24,50,11,0,10,24,0,1,14,94,1,4,0,1,9 +floydga01,2013,1,CHA,AL,5,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +flynnbr01,2013,1,MIA,NL,4,5,0,2,0,0,0,0,0,0,0,2,0,0,1,0,0 +fontwi01,2013,1,TEX,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +forsylo01,2013,1,SDN,NL,75,220,22,47,6,1,6,19,6,1,19,54,2,2,1,1,5 +fowlede01,2013,1,COL,NL,119,415,71,109,18,3,12,42,19,9,65,105,1,6,4,2,5 +francbe01,2013,1,NYA,AL,21,44,4,5,0,0,1,1,0,0,5,11,0,1,0,0,0 +francfr01,2013,1,NYN,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +francje01,2013,1,COL,NL,23,14,0,1,1,0,0,1,0,0,2,3,0,1,2,1,1 +francje02,2013,1,KCA,AL,59,183,19,38,8,2,3,13,2,0,8,49,2,2,0,0,5 +francje02,2013,2,SFN,NL,22,62,1,12,2,0,0,4,1,0,1,12,0,0,0,0,2 +francju02,2013,1,ATL,NL,35,108,10,26,2,0,5,16,0,1,7,43,0,0,0,0,0 +francju02,2013,2,MIL,NL,89,240,26,53,10,1,13,32,0,1,25,95,3,3,0,2,3 +frandke01,2013,1,PHI,NL,119,252,27,59,10,1,5,26,1,0,12,29,0,11,1,2,10 +frankni01,2013,1,SEA,AL,102,369,38,83,20,1,12,45,6,1,42,113,1,0,0,1,2 +frasoja01,2013,1,TEX,AL,61,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +frazito01,2013,1,CIN,NL,150,531,63,124,29,3,19,73,6,5,50,125,1,14,2,3,14 +freemfr01,2013,1,ATL,NL,147,551,89,176,27,2,23,109,1,0,66,121,10,7,0,5,10 +freemju02,2013,1,CIN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +freemsa01,2013,1,SLN,NL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +freesda01,2013,1,SLN,NL,138,462,53,121,26,1,9,60,1,2,47,106,1,9,0,3,25 +freimna01,2013,1,OAK,AL,80,190,10,52,8,1,4,24,0,0,14,31,0,2,0,2,8 +frierer01,2013,1,LAA,AL,67,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fryerer01,2013,1,MIN,AL,6,13,2,5,1,0,1,4,0,0,3,3,0,0,0,0,1 +fuentre01,2013,1,SDN,NL,23,33,4,5,0,0,0,1,3,0,3,16,0,0,0,0,0 +fujikky01,2013,1,CHN,NL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fuldsa01,2013,1,TBA,AL,119,176,25,35,0,3,2,17,8,2,17,28,0,1,4,2,6 +furbuch01,2013,1,SEA,AL,71,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gallayo01,2013,1,MIL,NL,33,57,4,12,2,0,2,4,0,0,0,29,0,0,7,0,1 +galvifr01,2013,1,PHI,NL,70,205,13,48,5,4,6,19,1,0,13,45,2,1,3,0,5 +garciav01,2013,1,DET,AL,30,83,12,20,3,1,2,10,0,1,4,21,0,0,0,1,3 +garciav01,2013,2,CHA,AL,42,161,19,49,4,2,5,21,3,2,5,38,0,1,0,1,5 +garcifr02,2013,1,BAL,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +garcifr02,2013,2,ATL,NL,6,8,0,0,0,0,0,0,0,0,0,5,0,0,2,0,0 +garcija01,2013,1,SFN,NL,57,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +garcija02,2013,1,SLN,NL,9,21,0,0,0,0,0,0,0,0,0,10,0,0,0,0,1 +garcile02,2013,1,TEX,AL,25,52,8,10,0,1,0,1,1,0,3,16,0,0,2,0,0 +garcile02,2013,2,CHA,AL,20,49,2,10,1,0,0,1,6,2,4,18,0,0,0,1,0 +garcilu03,2013,1,PHI,NL,24,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +garcion01,2013,1,LAN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gardnbr01,2013,1,NYA,AL,145,539,81,147,33,10,8,52,24,8,52,127,1,8,7,3,8 +garlajo01,2013,1,COL,NL,12,19,0,3,1,0,0,0,0,0,0,5,0,0,2,0,1 +garzama01,2013,1,CHN,NL,11,18,1,4,1,0,0,2,0,0,0,9,0,1,1,0,0 +garzama01,2013,2,TEX,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gastjo01,2013,1,SLN,NL,3,5,1,0,0,0,0,0,0,0,1,3,0,0,0,0,0 +gattiev01,2013,1,ATL,NL,105,354,44,86,21,0,21,65,0,0,21,81,4,4,0,3,10 +gaudich01,2013,1,SFN,NL,30,25,0,1,0,0,0,1,0,0,2,14,0,0,2,0,0 +gausmke01,2013,1,BAL,AL,20,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +gearrco01,2013,1,ATL,NL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +geedi01,2013,1,NYN,NL,32,60,0,8,0,1,0,4,0,0,3,30,0,0,8,0,0 +gennesc01,2013,1,MIL,NL,69,213,29,69,11,2,6,21,2,1,10,42,0,1,5,1,0 +gentrcr01,2013,1,TEX,AL,106,246,39,69,12,4,2,22,24,3,29,46,2,8,3,1,5 +germaju01,2013,1,TOR,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +germego01,2013,1,NYN,NL,29,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +getzch01,2013,1,KCA,AL,78,209,29,46,6,1,1,18,16,3,20,24,3,0,8,0,9 +giambja01,2013,1,CLE,AL,71,186,21,34,8,0,9,31,0,1,23,56,0,4,0,3,8 +giavojo01,2013,1,KCA,AL,14,41,4,9,3,0,0,4,0,0,5,4,0,2,0,0,0 +gibsoky01,2013,1,MIN,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gillaco01,2013,1,CHA,AL,134,408,46,100,14,3,13,40,0,1,37,79,4,1,0,6,7 +gilleco01,2013,1,SFN,NL,3,9,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0 +gilleco01,2013,2,CHN,NL,25,50,6,12,2,0,0,4,0,0,6,13,0,1,1,1,2 +gimench01,2013,1,TBA,AL,4,3,0,1,1,0,0,0,0,0,1,1,0,0,0,0,1 +gimenhe01,2013,1,CHA,AL,26,68,8,13,4,0,2,10,0,0,7,22,1,2,0,3,1 +gindlca01,2013,1,MIL,NL,57,132,17,32,7,2,5,14,2,1,20,25,1,0,2,1,0 +goinsry01,2013,1,TOR,AL,34,119,11,30,5,0,2,8,0,0,2,28,0,0,0,0,1 +goldspa01,2013,1,ARI,NL,160,602,103,182,36,3,36,125,15,7,99,145,19,3,0,5,25 +gomesbr01,2013,1,TBA,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gomesjo01,2013,1,BOS,AL,116,312,49,77,17,0,13,52,1,0,43,89,3,6,0,5,6 +gomesya01,2013,1,CLE,AL,88,293,45,86,18,2,11,38,2,0,18,67,0,7,0,4,12 +gomezca01,2013,1,MIL,NL,147,536,80,152,27,10,24,73,40,7,37,146,2,10,1,6,11 +gomezje01,2013,1,PIT,NL,34,13,0,1,0,0,0,0,0,0,0,9,0,0,0,0,0 +gonzaad01,2013,1,LAN,NL,157,583,69,171,32,0,22,100,1,0,47,98,6,1,0,10,12 +gonzaal02,2013,1,MIL,NL,41,113,14,20,3,0,1,8,0,0,3,26,0,1,0,1,1 +gonzaal03,2013,1,CHN,NL,11,23,3,5,1,0,1,2,0,0,2,6,1,0,0,1,1 +gonzaal03,2013,2,NYA,AL,13,34,3,6,1,0,0,4,0,0,0,6,0,0,0,0,1 +gonzaca01,2013,1,COL,NL,110,391,72,118,23,6,26,70,21,3,41,118,2,1,0,3,7 +gonzaed01,2013,1,TOR,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gonzaed01,2013,2,HOU,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gonzagi01,2013,1,WAS,NL,32,56,2,5,1,0,1,1,0,0,1,16,0,1,8,0,2 +gonzama01,2013,1,HOU,AL,72,204,22,45,8,0,4,14,6,2,9,37,0,0,8,1,5 +gonzami02,2013,1,MIL,NL,75,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gonzami03,2013,1,BAL,AL,30,3,0,0,0,0,0,0,0,0,0,1,0,0,1,0,1 +gonzami04,2013,1,CHA,AL,5,9,0,2,0,0,0,0,0,0,0,3,0,0,0,0,0 +gordoal01,2013,1,KCA,AL,156,633,90,168,27,6,20,81,11,3,52,141,7,9,0,6,4 +gordode01,2013,1,LAN,NL,38,94,9,22,1,1,1,6,10,2,10,21,2,1,1,0,0 +gorzeto01,2013,1,MIL,NL,43,17,0,1,0,0,0,0,0,0,0,9,0,0,1,0,0 +gosean01,2013,1,TOR,AL,52,147,15,38,6,5,2,12,4,3,5,37,0,0,1,0,5 +gosewtu01,2013,1,ARI,NL,14,45,1,8,2,0,0,3,0,0,0,8,0,0,1,1,3 +gosseph01,2013,1,ATL,NL,4,6,2,2,0,0,0,0,0,0,1,2,1,0,0,0,0 +grandcu01,2013,1,NYA,AL,61,214,31,49,13,2,7,15,8,2,27,69,1,1,2,1,1 +grandya01,2013,1,SDN,NL,28,88,13,19,8,0,1,9,0,0,18,18,2,1,0,1,1 +grayso01,2013,1,OAK,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +greengr01,2013,1,OAK,AL,5,15,0,0,0,0,0,1,0,0,0,6,0,0,0,1,0 +greengr01,2013,2,LAA,AL,40,125,16,35,8,1,1,16,0,0,10,38,0,1,0,1,3 +greenni01,2013,1,MIA,NL,18,55,4,13,2,0,1,6,0,0,3,14,0,3,2,2,1 +greenty02,2013,1,CHA,AL,22,54,7,12,2,1,1,3,0,0,3,19,0,0,0,0,1 +gregelu01,2013,1,SDN,NL,73,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +greggke01,2013,1,CHN,NL,62,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gregodi01,2013,1,ARI,NL,103,357,47,90,16,3,7,28,0,2,37,65,5,6,2,1,4 +greinza01,2013,1,LAN,NL,29,58,5,19,3,0,0,4,2,0,7,10,0,1,6,0,0 +griffaj01,2013,1,OAK,AL,32,4,0,0,0,0,0,0,0,0,1,3,0,0,0,0,0 +grillja01,2013,1,PIT,NL,54,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grimmju01,2013,1,TEX,AL,17,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grimmju01,2013,2,CHN,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grossro01,2013,1,HOU,AL,63,257,29,69,14,0,4,21,6,7,23,70,0,2,5,1,2 +guerrja01,2013,1,LAN,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guerrma02,2013,1,LAN,NL,34,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +guerrma02,2013,2,CHN,NL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guilmpr01,2013,1,CLE,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guthrje01,2013,1,KCA,AL,33,4,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +gutiefr01,2013,1,SEA,AL,41,145,18,36,7,0,10,24,3,1,5,43,0,0,1,0,2 +gutieju01,2013,1,KCA,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gutieju01,2013,2,LAA,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guzmafr01,2013,1,TBA,AL,1,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0 +guzmaje01,2013,1,SDN,NL,126,288,33,65,17,0,9,35,3,0,27,79,1,2,1,0,4 +gyorkje01,2013,1,SDN,NL,125,486,62,121,26,0,23,63,1,1,33,123,1,4,0,2,14 +hafnetr01,2013,1,NYA,AL,82,262,31,53,8,1,12,37,2,0,32,79,2,5,0,0,5 +hagadni01,2013,1,CLE,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hairsje02,2013,1,LAN,NL,96,204,17,43,7,0,2,22,0,0,14,22,0,2,3,3,7 +hairssc01,2013,1,CHN,NL,52,99,13,17,2,0,8,19,2,0,7,25,0,2,0,4,3 +hairssc01,2013,2,WAS,NL,33,58,5,13,3,0,2,7,0,0,2,19,0,0,1,1,0 +haleda02,2013,1,ATL,NL,2,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +hallaro01,2013,1,PHI,NL,13,18,0,0,0,0,0,1,0,0,1,17,0,0,1,0,0 +haltose01,2013,1,MIL,NL,42,101,9,24,4,0,4,17,0,0,5,31,0,3,1,1,2 +hamelco01,2013,1,PHI,NL,33,56,4,10,1,1,0,5,0,1,1,24,0,1,13,0,0 +hamilbi02,2013,1,CIN,NL,13,19,9,7,2,0,0,1,13,1,2,4,0,0,1,0,0 +hamiljo03,2013,1,LAA,AL,151,576,73,144,32,5,21,79,4,0,47,158,4,4,0,9,16 +hammeja01,2013,1,BAL,AL,26,3,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +handbr01,2013,1,MIA,NL,7,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,1 +handdo01,2013,1,MIL,NL,31,11,0,1,0,0,0,0,0,0,0,3,0,1,2,0,1 +hanigry01,2013,1,CIN,NL,75,222,17,44,8,0,2,21,0,1,29,27,9,6,2,1,7 +hannaja01,2013,1,CIN,NL,83,139,12,30,5,1,1,14,0,0,19,38,1,2,0,1,6 +hanrajo01,2013,1,BOS,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hansoto01,2013,1,LAA,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +happja01,2013,1,TOR,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +haranaa01,2013,1,SEA,AL,22,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +haranaa01,2013,2,NYN,NL,4,7,1,2,0,0,0,0,0,0,0,3,0,0,0,0,0 +hardyjj01,2013,1,BAL,AL,159,601,66,158,27,0,25,76,2,1,38,73,3,0,3,2,14 +harenda01,2013,1,WAS,NL,31,47,2,8,3,0,0,2,0,0,1,17,0,1,6,0,0 +harpebr03,2013,1,WAS,NL,118,424,71,116,24,3,20,58,11,4,61,94,4,5,3,4,4 +harrelu01,2013,1,HOU,AL,37,4,0,1,0,0,0,0,0,0,2,2,0,0,0,0,0 +harribr01,2013,1,LAA,AL,44,107,14,22,4,0,4,9,0,1,6,29,0,1,2,1,2 +harrijo05,2013,1,PIT,NL,60,88,10,22,1,2,3,14,2,0,2,10,0,3,2,0,4 +harrima01,2013,1,TEX,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +harriwi02,2013,1,ARI,NL,61,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +harvema01,2013,1,NYN,NL,27,58,2,5,2,0,0,2,0,0,1,27,0,0,5,0,2 +hatchch02,2013,1,MIA,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hawkila01,2013,1,NYN,NL,72,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hawpebr01,2013,1,LAA,AL,17,27,2,5,0,0,0,2,0,0,5,14,0,0,0,0,0 +hayesbr01,2013,1,KCA,AL,5,18,2,5,3,0,1,2,0,0,0,3,0,0,0,0,0 +headlch01,2013,1,SDN,NL,141,520,59,130,35,2,13,50,8,4,67,142,7,11,0,2,9 +heathde01,2013,1,CHA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hechaad01,2013,1,MIA,NL,148,543,30,123,14,8,3,42,11,10,30,96,1,0,4,1,19 +hefneje01,2013,1,NYN,NL,24,32,0,0,0,0,0,1,0,0,1,21,0,1,5,0,0 +heisech01,2013,1,CIN,NL,87,224,29,53,11,1,9,23,3,0,9,51,0,5,4,2,4 +hellije01,2013,1,TBA,AL,32,3,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +hellwjo01,2013,1,MIL,NL,8,10,0,0,0,0,0,0,0,0,0,4,0,0,1,0,0 +heltoto01,2013,1,COL,NL,124,397,41,99,22,1,15,61,0,0,40,87,1,0,0,5,4 +hembrhe01,2013,1,SFN,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hendeji01,2013,1,MIL,NL,61,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hendrli01,2013,1,MIN,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hennse01,2013,1,NYN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hernace02,2013,1,PHI,NL,34,121,17,35,5,0,0,10,0,3,9,26,0,1,0,0,2 +hernada01,2013,1,ARI,NL,62,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hernafe02,2013,1,SEA,AL,31,5,1,0,0,0,0,0,0,0,1,3,0,0,0,0,0 +hernape02,2013,1,MIN,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hernara02,2013,1,LAN,NL,17,48,4,10,2,0,3,6,1,0,6,7,0,0,0,1,6 +herreel01,2013,1,LAN,NL,4,8,0,2,0,0,0,0,0,0,0,2,0,0,0,0,0 +herrejo03,2013,1,COL,NL,81,195,16,57,7,2,1,16,3,2,14,24,3,0,4,2,6 +herreke01,2013,1,KCA,AL,59,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +herrmch01,2013,1,MIN,AL,57,157,16,32,7,0,4,18,0,1,18,49,0,0,3,0,3 +hestejo01,2013,1,LAA,AL,1,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +heywaja01,2013,1,ATL,NL,104,382,67,97,22,1,14,38,2,4,48,73,1,8,1,0,7 +hicksaa01,2013,1,MIN,AL,81,281,37,54,11,3,8,27,9,3,24,84,0,2,4,2,0 +hillaa01,2013,1,ARI,NL,87,327,45,95,21,1,11,41,1,4,29,48,2,5,0,1,6 +hillko01,2013,1,MIA,NL,18,58,3,9,2,0,0,0,0,0,2,18,0,0,1,0,1 +hillri01,2013,1,CLE,AL,63,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hinsker01,2013,1,ARI,NL,52,52,2,9,3,0,1,6,0,0,6,17,0,0,0,0,2 +hochelu01,2013,1,KCA,AL,58,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hoeslj01,2013,1,BAL,AL,1,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +hoeslj01,2013,2,HOU,AL,46,167,24,48,7,2,1,10,7,1,12,34,0,1,0,1,4 +holadbr01,2013,1,DET,AL,16,27,8,8,1,0,1,2,0,0,2,3,0,1,3,0,0 +hollade01,2013,1,TEX,AL,33,5,1,0,0,0,0,0,0,0,2,3,0,0,1,0,0 +hollagr01,2013,1,KCA,AL,68,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hollima01,2013,1,SLN,NL,141,520,103,156,31,1,22,94,6,1,69,86,5,9,0,4,31 +holmbda01,2013,1,ARI,NL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +holtbr01,2013,1,BOS,AL,26,59,9,12,2,0,0,11,1,0,7,4,0,0,3,3,0 +hoovejj01,2013,1,CIN,NL,69,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +horstje01,2013,1,PHI,NL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hosmeer01,2013,1,KCA,AL,159,623,86,188,34,3,17,79,11,4,51,100,4,1,1,4,15 +howarry01,2013,1,PHI,NL,80,286,34,76,20,2,11,43,0,0,23,95,4,2,0,6,6 +howeljp01,2013,1,LAN,NL,67,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +hudsoti01,2013,1,ATL,NL,21,38,2,6,1,0,1,3,0,0,4,14,0,0,6,0,1 +huffda01,2013,1,CLE,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +huffda01,2013,2,NYA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hugheja02,2013,1,PIT,NL,29,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +hugheph01,2013,1,NYA,AL,30,3,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +humbeph01,2013,1,HOU,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hundlni01,2013,1,SDN,NL,114,373,35,87,19,0,13,44,1,0,26,98,5,5,1,3,7 +hunteto01,2013,1,DET,AL,144,606,90,184,37,5,17,84,3,2,26,113,0,7,3,10,11 +hunteto02,2013,1,BAL,AL,68,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hynesco01,2013,1,SDN,NL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +iannech01,2013,1,LAA,AL,115,325,40,73,15,0,11,39,0,1,68,100,2,2,0,4,8 +ibanera01,2013,1,SEA,AL,124,454,54,110,20,2,29,65,0,0,42,128,1,0,0,0,8 +iglesjo01,2013,1,BOS,AL,63,215,27,71,10,2,1,19,3,1,11,30,0,6,0,2,4 +iglesjo01,2013,2,DET,AL,46,135,12,35,6,0,2,10,2,1,4,30,0,5,4,0,3 +infanom01,2013,1,DET,AL,118,453,54,144,24,3,10,51,5,2,20,44,1,0,0,3,11 +ingebr01,2013,1,PIT,NL,50,105,5,19,3,0,1,7,0,0,2,32,0,1,2,0,2 +irwinph01,2013,1,PIT,NL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +ishiktr01,2013,1,BAL,AL,6,17,0,2,0,0,0,1,0,0,1,8,0,0,0,0,0 +ishiktr01,2013,2,NYA,AL,1,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +iwakuhi01,2013,1,SEA,AL,33,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +izturce01,2013,1,CIN,NL,63,129,6,27,8,0,0,11,0,0,9,13,2,0,3,1,5 +izturma01,2013,1,TOR,AL,107,365,33,86,12,0,5,32,1,5,27,38,0,1,3,3,11 +jacksau01,2013,1,DET,AL,129,552,99,150,30,7,12,49,8,4,52,129,0,4,3,3,12 +jacksed01,2013,1,CHN,NL,31,52,4,4,1,0,1,4,0,0,2,17,0,0,5,0,0 +jacksry02,2013,1,SLN,NL,7,7,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +janispa01,2013,1,ATL,NL,52,41,7,7,2,0,0,2,0,0,3,11,0,0,0,1,3 +janseke01,2013,1,LAN,NL,75,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +janssca01,2013,1,TOR,AL,56,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jasojo01,2013,1,OAK,AL,70,207,31,56,12,0,3,21,2,1,38,45,0,2,1,1,5 +jayjo02,2013,1,SLN,NL,157,548,75,151,27,2,7,67,10,5,52,103,7,14,9,5,13 +jeffrje01,2013,1,TOR,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jenkich01,2013,1,TOR,AL,10,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +jennida01,2013,1,MIA,NL,47,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jennide01,2013,1,TBA,AL,139,527,82,133,31,6,14,54,20,8,64,115,0,3,3,5,6 +jepseke01,2013,1,LAA,AL,45,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jeterde01,2013,1,NYA,AL,17,63,8,12,1,0,1,7,0,0,8,10,1,1,0,1,3 +jimence01,2013,1,PHI,NL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jimenlu02,2013,1,LAA,AL,34,104,15,27,6,0,0,5,0,2,2,28,0,3,0,1,2 +jimenub01,2013,1,CLE,AL,32,3,0,0,0,0,0,0,0,0,1,3,0,0,1,0,0 +johnsch05,2013,1,ATL,NL,142,514,54,165,34,0,12,68,0,0,29,116,5,2,0,2,20 +johnsda06,2013,1,BAL,AL,3,5,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +johnsel02,2013,1,KCA,AL,79,162,19,29,2,1,2,9,14,0,8,49,1,0,3,0,2 +johnsel02,2013,2,ATL,NL,32,92,8,24,5,2,0,10,8,2,8,18,0,0,1,1,2 +johnser04,2013,1,CHA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnsji04,2013,1,BAL,AL,74,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnsjo09,2013,1,TOR,AL,16,1,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +johnske05,2013,1,TBA,AL,118,366,41,86,12,2,16,52,7,4,35,99,1,3,0,3,4 +johnskr01,2013,1,PIT,NL,4,2,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +johnsre02,2013,1,ATL,NL,74,123,13,30,7,1,1,11,0,0,6,32,0,6,1,0,3 +johnsro07,2013,1,SLN,NL,20,35,2,6,1,1,0,2,0,0,3,6,0,0,0,0,2 +johnsst02,2013,1,BAL,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jonesad01,2013,1,BAL,AL,160,653,100,186,35,1,33,108,14,3,25,136,4,8,0,3,15 +jonesga02,2013,1,PIT,NL,144,403,41,94,26,2,15,51,2,0,31,101,0,2,0,4,10 +jonesna01,2013,1,CHA,AL,70,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jordata01,2013,1,WAS,NL,9,14,0,2,0,0,0,0,0,0,0,3,0,0,4,0,0 +josepco01,2013,1,NYA,AL,2,6,1,1,1,0,0,0,0,0,1,1,0,0,0,0,0 +josepdo01,2013,1,KCA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +joycema01,2013,1,TBA,AL,140,413,61,97,22,0,18,47,7,3,59,87,0,2,0,7,8 +jurrjja01,2013,1,BAL,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +karnsna01,2013,1,WAS,NL,3,3,0,0,0,0,0,0,0,0,0,1,0,0,2,0,1 +kawasmu01,2013,1,TOR,AL,96,240,27,55,6,5,1,24,7,1,32,41,0,4,10,3,5 +kazmisc01,2013,1,CLE,AL,29,4,0,1,0,0,0,0,0,0,0,1,0,0,0,0,1 +kearnau01,2013,1,MIA,NL,19,27,3,5,0,0,0,0,0,0,4,8,0,0,0,0,1 +kellesh01,2013,1,NYA,AL,57,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kellydo01,2013,1,DET,AL,112,216,33,48,6,1,6,23,2,0,27,28,1,2,2,4,4 +kellyjo05,2013,1,SLN,NL,40,33,4,5,1,0,0,2,0,0,0,8,0,1,5,1,0 +kempma01,2013,1,LAN,NL,73,263,35,71,15,0,6,33,9,0,22,76,3,2,0,3,11 +kendrho01,2013,1,LAA,AL,122,478,55,142,21,4,13,54,6,3,23,89,5,6,3,3,16 +kendrky01,2013,1,PHI,NL,32,56,1,7,1,1,0,2,0,0,1,20,0,1,8,0,1 +kenneia01,2013,1,ARI,NL,22,37,0,5,2,0,0,1,0,0,2,19,0,0,5,0,1 +kenneia01,2013,2,SDN,NL,10,16,1,2,1,0,0,0,0,0,3,9,0,0,1,0,0 +kensilo01,2013,1,COL,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +keppije01,2013,1,CHA,AL,117,423,38,107,13,1,4,40,0,1,20,41,1,0,2,5,14 +kershcl01,2013,1,LAN,NL,35,77,8,14,3,0,1,10,0,0,5,24,0,1,9,0,3 +keuchda01,2013,1,HOU,AL,33,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +kickhmi01,2013,1,SFN,NL,12,6,0,1,1,0,0,0,0,0,0,1,0,0,0,0,0 +kiermke01,2013,1,TBA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kiescro01,2013,1,SFN,NL,38,84,6,17,0,1,0,5,0,0,11,29,2,0,0,0,3 +kimbrcr01,2013,1,ATL,NL,68,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kinslia01,2013,1,TEX,AL,136,545,85,151,31,2,13,72,15,11,51,59,0,8,3,7,5 +kintzbr01,2013,1,MIL,NL,71,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kipnija01,2013,1,CLE,AL,149,564,86,160,36,4,17,84,30,7,76,143,3,3,5,10,10 +kirkmmi01,2013,1,TEX,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +klubeco01,2013,1,CLE,AL,26,2,1,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +koberje01,2013,1,WAS,NL,24,30,8,5,0,0,1,1,3,2,5,6,0,1,0,0,0 +koehlto01,2013,1,MIA,NL,29,39,1,3,0,0,0,0,0,0,0,17,0,0,2,0,0 +kohnmi01,2013,1,LAA,AL,63,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +konerpa01,2013,1,CHA,AL,126,467,41,114,16,0,12,54,0,0,45,74,2,4,0,4,12 +kontoge01,2013,1,SFN,NL,52,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +kotchca01,2013,1,MIA,NL,6,20,0,0,0,0,0,1,0,0,1,1,0,0,0,0,1 +kotsama01,2013,1,SDN,NL,104,155,8,30,2,0,1,12,0,2,13,25,0,0,1,2,1 +kottage01,2013,1,KCA,AL,46,100,13,18,4,0,5,12,1,0,24,42,2,2,0,0,2 +kozmape01,2013,1,SLN,NL,143,410,44,89,20,0,1,35,3,1,34,91,8,0,1,3,6 +kratzer01,2013,1,PHI,NL,68,197,21,42,7,0,9,26,0,0,18,45,4,1,0,2,11 +krausma01,2013,1,HOU,AL,52,134,11,28,9,0,4,13,2,0,10,45,0,1,0,1,2 +krolia01,2013,1,WAS,NL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kubelja01,2013,1,ARI,NL,89,241,21,53,8,1,5,32,0,1,24,82,3,0,0,2,6 +kubelja01,2013,2,CLE,AL,8,18,0,3,1,0,0,0,0,0,5,10,3,0,0,0,0 +kurodhi01,2013,1,NYA,AL,32,6,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +lackejo01,2013,1,BOS,AL,29,5,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +laffeaa01,2013,1,NYN,NL,4,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +laffeaa01,2013,2,TOR,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lafrobo01,2013,1,SEA,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lagarju01,2013,1,NYN,NL,121,392,35,95,21,5,4,34,6,3,20,96,4,2,5,2,6 +lairdbr01,2013,1,HOU,AL,25,71,7,12,3,0,5,11,0,0,3,26,0,2,0,0,2 +lairdge01,2013,1,ATL,NL,47,121,12,34,8,0,1,13,1,1,14,23,0,3,2,1,4 +lakeju01,2013,1,CHN,NL,64,236,26,67,16,0,6,16,4,4,13,68,0,4,1,0,2 +lallibl01,2013,1,MIL,NL,16,24,1,3,0,0,0,2,0,0,0,7,0,0,0,0,0 +lamboan01,2013,1,PIT,NL,18,30,4,7,2,0,1,2,0,1,3,11,0,0,0,0,0 +langery01,2013,1,TOR,AL,4,11,3,3,0,0,0,0,1,0,2,2,0,0,0,0,0 +langwma01,2013,1,CLE,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +langwma01,2013,2,ARI,NL,8,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lannajo01,2013,1,PHI,NL,14,21,2,4,1,0,0,1,0,0,2,11,0,0,2,0,0 +larocad01,2013,1,WAS,NL,152,511,70,121,19,3,20,62,4,1,72,131,10,3,0,4,13 +larocan01,2013,1,TOR,AL,1,4,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +latosma01,2013,1,CIN,NL,32,71,3,9,2,0,0,4,0,0,1,28,0,0,6,0,0 +lavarry01,2013,1,BOS,AL,25,77,8,23,7,0,1,14,0,0,2,17,0,2,0,1,3 +lawribr01,2013,1,TOR,AL,107,401,41,102,18,3,11,46,9,5,30,68,1,7,1,3,8 +layneto01,2013,1,SDN,NL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leagubr01,2013,1,LAN,NL,58,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +leakemi01,2013,1,CIN,NL,31,63,8,12,2,1,0,2,0,0,2,19,0,0,4,0,2 +leblawa01,2013,1,MIA,NL,13,12,1,2,0,0,0,0,0,0,0,2,0,0,1,0,0 +leblawa01,2013,2,HOU,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lecursa01,2013,1,CIN,NL,63,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leech01,2013,1,CLE,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leecl02,2013,1,PHI,NL,34,60,5,11,1,1,0,6,0,2,2,25,0,0,10,0,0 +leesmch01,2013,1,CHA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lemahdj01,2013,1,COL,NL,109,404,39,113,21,3,2,28,18,7,19,67,2,1,7,3,13 +leonsa01,2013,1,WAS,NL,2,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +lerouch01,2013,1,PIT,NL,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lerudst01,2013,1,PHI,NL,6,5,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +lestejo01,2013,1,BOS,AL,33,6,0,0,0,0,0,0,0,0,0,4,0,0,1,0,0 +liddial01,2013,1,SEA,AL,8,17,0,1,1,0,0,0,0,0,1,7,0,0,0,0,0 +lillibr01,2013,1,CHN,NL,9,24,0,1,0,0,0,2,0,0,0,9,0,0,0,0,1 +lillibr01,2013,2,NYA,AL,11,35,2,6,1,0,0,3,1,0,1,8,0,0,1,0,0 +lillyte01,2013,1,LAN,NL,5,5,0,0,0,0,0,0,0,0,0,5,0,0,0,0,0 +limch01,2013,1,CHN,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +linceti01,2013,1,SFN,NL,32,57,3,6,0,1,0,1,0,0,3,34,0,0,7,0,0 +lincobr01,2013,1,TOR,AL,22,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lindad01,2013,1,TOR,AL,143,465,67,134,26,1,23,67,1,0,51,103,5,1,0,4,20 +lindbjo01,2013,1,TEX,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lindsma01,2013,1,CHA,AL,76,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +liriafr01,2013,1,PIT,NL,26,47,0,3,0,0,0,1,0,0,4,18,0,0,5,0,3 +lobatjo01,2013,1,TBA,AL,100,277,38,69,15,2,7,32,0,1,30,65,0,0,2,2,5 +loch02,2013,1,HOU,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lockeje01,2013,1,PIT,NL,30,47,3,5,0,0,0,0,0,0,2,19,0,0,5,0,0 +loeka01,2013,1,SEA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +loeka01,2013,2,CHN,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +loeka01,2013,3,ATL,NL,9,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +loganbo02,2013,1,NYA,AL,61,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lohseky01,2013,1,MIL,NL,33,55,2,8,0,0,0,3,0,0,1,29,0,0,12,0,0 +lombast02,2013,1,WAS,NL,118,290,25,75,15,1,2,22,4,3,8,34,1,1,5,3,6 +loneyja01,2013,1,TBA,AL,158,549,54,164,33,0,13,75,3,1,44,77,6,0,1,4,16 +longoev01,2013,1,TBA,AL,160,614,91,165,39,3,32,88,1,0,70,162,10,3,0,6,16 +lopezja02,2013,1,SFN,NL,69,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lopezwi01,2013,1,COL,NL,75,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +loughda01,2013,1,KCA,AL,96,315,35,90,17,4,5,33,5,2,10,52,0,3,4,3,3 +loupaa01,2013,1,TOR,AL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lowede01,2013,1,TEX,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lowema01,2013,1,LAA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lowrije01,2013,1,OAK,AL,154,603,80,175,45,2,15,75,1,0,50,91,3,2,3,4,17 +lucased01,2013,1,MIA,NL,94,351,43,90,14,1,4,28,1,1,26,78,1,2,4,1,6 +lucrojo01,2013,1,MIL,NL,147,521,59,146,25,6,18,82,9,1,46,69,2,5,0,8,16 +ludwiry01,2013,1,CIN,NL,38,129,7,31,5,0,2,12,0,0,10,29,0,0,0,1,7 +luekejo01,2013,1,TBA,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +luetglu01,2013,1,SEA,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lutzdo01,2013,1,CIN,NL,34,58,5,14,1,0,1,8,2,0,1,14,0,0,0,0,0 +lutzza01,2013,1,NYN,NL,15,20,2,6,2,0,0,2,0,0,6,6,0,0,0,0,1 +lylesjo01,2013,1,HOU,AL,27,6,0,0,0,0,0,0,0,0,0,5,0,0,1,0,0 +lynnla01,2013,1,SLN,NL,33,54,1,4,0,0,0,2,0,0,4,30,0,0,11,0,0 +lyonbr01,2013,1,NYN,NL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lyonsty01,2013,1,SLN,NL,12,12,0,2,0,0,0,0,0,0,0,4,0,0,1,0,0 +machama01,2013,1,BAL,AL,156,667,88,189,51,3,14,71,6,7,29,113,0,2,9,3,15 +machije01,2013,1,SFN,NL,51,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +magilma01,2013,1,LAN,NL,6,7,0,0,0,0,0,0,0,0,0,5,0,0,1,0,0 +maholpa01,2013,1,ATL,NL,26,52,2,7,2,0,0,2,0,0,1,25,0,0,4,0,1 +mahonjo01,2013,1,MIA,NL,9,29,2,8,1,0,1,4,0,0,0,4,0,0,0,0,0 +mainejo01,2013,1,MIA,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +maldoma01,2013,1,MIL,NL,67,183,13,31,7,1,4,22,0,0,13,53,1,3,3,0,2 +manesse01,2013,1,SLN,NL,66,5,0,1,0,0,0,0,0,0,0,3,0,0,0,0,1 +manshje01,2013,1,COL,NL,11,7,0,0,0,0,0,0,0,0,0,2,0,0,0,0,1 +marcush01,2013,1,NYN,NL,15,22,0,3,1,0,0,0,0,0,0,5,0,1,4,0,0 +marisja01,2013,1,MIA,NL,40,109,6,20,2,1,1,5,3,1,6,27,0,1,1,1,1 +markani01,2013,1,BAL,AL,160,634,89,172,24,0,10,59,1,2,55,76,3,3,0,8,17 +marmoca01,2013,1,CHN,NL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +marmoca01,2013,2,LAN,NL,21,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +maronni01,2013,1,LAA,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +marquja01,2013,1,SDN,NL,21,42,0,5,1,0,0,2,0,0,0,12,0,0,1,0,1 +marrech01,2013,1,WAS,NL,8,16,0,2,0,0,0,1,0,0,0,4,0,0,0,0,0 +marshbr01,2013,1,NYA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +marshse01,2013,1,CIN,NL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +marsolo01,2013,1,CLE,AL,3,3,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0 +marteal01,2013,1,ARI,NL,22,43,4,8,3,0,0,4,0,0,4,12,0,1,0,0,0 +martest01,2013,1,PIT,NL,135,510,83,143,26,10,12,35,41,15,25,138,2,24,6,1,6 +martevi01,2013,1,SLN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +martica04,2013,1,SLN,NL,21,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +marticr01,2013,1,ATL,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +martida02,2013,1,HOU,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +martiet01,2013,1,PHI,NL,15,9,0,0,0,0,0,0,0,0,0,6,0,0,1,0,0 +martife02,2013,1,HOU,AL,11,33,1,6,0,0,1,3,0,0,1,12,0,1,0,0,0 +martijd02,2013,1,HOU,AL,86,296,24,74,17,0,7,36,2,0,10,82,0,0,0,3,8 +martijo07,2013,1,CLE,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +martile01,2013,1,TEX,AL,147,457,66,119,21,6,8,49,36,9,28,104,0,8,12,3,6 +martimi02,2013,1,PHI,NL,29,40,5,7,0,0,0,3,1,0,0,12,0,0,0,0,1 +martiru01,2013,1,PIT,NL,127,438,51,99,21,0,15,55,9,5,58,108,2,8,1,1,13 +martish01,2013,1,MIN,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +martivi01,2013,1,DET,AL,159,605,68,182,36,0,14,83,0,2,54,62,10,1,0,8,23 +masteju01,2013,1,CLE,AL,32,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +mastrda01,2013,1,MIN,AL,30,65,5,12,2,0,0,5,2,1,3,23,0,1,3,1,2 +mathije01,2013,1,MIA,NL,73,232,14,42,7,1,5,29,0,0,21,76,4,1,1,1,5 +matsuda01,2013,1,NYN,NL,7,12,0,3,0,0,0,1,0,0,0,5,0,0,1,0,0 +matthry01,2013,1,WAS,NL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +matusbr01,2013,1,BAL,AL,65,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mauerjo01,2013,1,MIN,AL,113,445,62,144,35,0,11,47,0,1,61,89,7,0,0,2,7 +maurebr01,2013,1,SEA,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +maxweju01,2013,1,HOU,AL,40,137,21,33,10,2,2,8,4,1,12,43,0,2,0,0,1 +maxweju01,2013,2,KCA,AL,35,97,14,26,6,1,5,17,2,1,11,35,0,2,0,1,3 +mayayu01,2013,1,WAS,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +maybejo02,2013,1,PHI,NL,134,353,47,80,23,1,11,39,5,3,27,90,1,3,0,1,6 +maybica01,2013,1,SDN,NL,14,51,7,8,1,0,1,5,4,1,4,9,1,1,1,0,3 +mazzavi01,2013,1,PIT,NL,57,6,0,1,0,0,0,0,0,0,0,4,0,0,0,0,0 +mcallza01,2013,1,CLE,AL,24,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +mccanbr01,2013,1,ATL,NL,102,356,43,91,13,0,20,57,0,1,39,66,3,5,0,2,9 +mccarbr01,2013,1,ARI,NL,22,37,0,1,0,0,0,0,0,0,3,15,0,0,2,0,0 +mccleky01,2013,1,TEX,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mccutan01,2013,1,PIT,NL,157,583,97,185,38,5,21,84,27,10,78,101,12,9,0,4,13 +mcdonda02,2013,1,CHN,NL,25,53,4,16,4,0,1,5,0,0,4,8,0,0,0,0,4 +mcdonja03,2013,1,PIT,NL,8,11,2,3,0,0,0,0,0,0,1,5,0,0,0,0,0 +mcdonjo03,2013,1,PIT,NL,16,31,0,2,1,0,0,1,0,0,3,8,0,1,0,0,1 +mcdonjo03,2013,2,CLE,AL,8,7,2,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +mcdonjo03,2013,3,PHI,NL,21,23,5,4,0,0,1,3,0,0,1,4,0,0,1,0,3 +mcdonjo03,2013,4,BOS,AL,6,8,1,2,0,0,0,0,0,0,1,3,0,0,0,0,0 +mcfartj01,2013,1,BAL,AL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcgeeja01,2013,1,TBA,AL,71,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcgowdu01,2013,1,TOR,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcguich01,2013,1,TEX,AL,10,34,0,6,1,0,0,1,0,0,0,13,0,0,0,0,1 +mchugco01,2013,1,NYN,NL,3,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +mchugco01,2013,2,COL,NL,4,4,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +mckenmi01,2013,1,PIT,NL,41,115,9,25,6,0,3,14,0,0,5,24,0,2,0,0,2 +mclouna01,2013,1,BAL,AL,146,531,76,137,31,4,12,36,30,7,53,86,1,4,4,1,7 +medicto01,2013,1,SDN,NL,19,69,9,20,2,0,3,10,0,0,10,23,0,0,0,0,0 +medinyo01,2013,1,SEA,AL,63,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +medlekr01,2013,1,ATL,NL,32,55,3,9,2,0,1,4,1,0,4,23,0,0,7,1,0 +mejiaje01,2013,1,NYN,NL,6,11,0,0,0,0,0,0,0,0,0,6,0,0,0,0,2 +melanma01,2013,1,PIT,NL,72,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mendolu01,2013,1,KCA,AL,22,5,0,2,0,0,0,1,0,0,0,2,0,0,0,0,0 +mercejo03,2013,1,PIT,NL,103,333,33,95,22,2,8,27,3,2,22,62,6,4,5,1,7 +mesame01,2013,1,NYA,AL,5,13,2,5,2,0,0,1,0,1,1,2,0,0,0,0,0 +mesorde01,2013,1,CIN,NL,103,323,31,77,13,0,9,42,0,2,24,61,4,0,0,5,9 +middlwi01,2013,1,BOS,AL,94,348,41,79,18,0,17,49,3,1,20,98,3,2,1,3,13 +mijarjo01,2013,1,SFN,NL,60,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mikolmi01,2013,1,SDN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mileywa01,2013,1,ARI,NL,34,60,2,8,3,0,1,8,0,0,1,16,0,0,8,0,3 +millean01,2013,1,BOS,AL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +millebr02,2013,1,SEA,AL,76,306,41,81,11,6,8,36,5,3,24,52,0,1,2,2,2 +milleco01,2013,1,CIN,NL,17,35,2,9,5,0,0,8,0,0,5,6,0,1,0,0,1 +milleji02,2013,1,NYA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +millesh01,2013,1,SLN,NL,31,53,3,4,1,0,1,2,0,0,1,29,0,1,8,0,2 +milonto01,2013,1,OAK,AL,28,8,2,2,0,0,0,1,0,0,0,1,0,0,0,0,1 +minerza01,2013,1,PHI,NL,16,6,0,2,0,0,0,0,0,0,0,3,0,0,0,0,0 +minormi01,2013,1,ATL,NL,32,61,3,10,1,0,1,6,0,0,2,25,0,0,7,0,0 +molinjo01,2013,1,TBA,AL,99,283,26,66,14,0,2,18,2,1,22,63,1,2,3,3,11 +molinya01,2013,1,SLN,NL,136,505,68,161,44,0,12,80,3,2,30,55,4,3,0,3,14 +moneljo01,2013,1,SFN,NL,8,8,2,1,0,0,0,1,0,0,0,3,0,1,0,0,0 +monteje01,2013,1,SEA,AL,29,101,6,21,1,1,3,9,0,1,8,21,0,0,0,1,2 +montemi01,2013,1,ARI,NL,116,413,44,95,14,0,11,42,0,0,51,110,4,5,0,6,18 +montzlu01,2013,1,OAK,AL,13,28,2,5,3,0,1,5,0,0,1,8,0,0,0,1,0 +mooread01,2013,1,KCA,AL,5,10,1,3,1,0,0,0,1,0,1,2,0,0,0,0,0 +moorema02,2013,1,TBA,AL,27,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +moorety01,2013,1,WAS,NL,63,167,16,37,9,0,4,21,0,0,8,58,1,1,1,1,1 +moralfr01,2013,1,BOS,AL,20,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +moralke01,2013,1,SEA,AL,156,602,64,167,34,0,23,80,0,0,49,114,6,5,0,1,21 +morelbr01,2013,1,CHA,AL,12,25,3,5,0,0,0,1,1,1,5,7,0,0,0,0,1 +morelmi01,2013,1,TEX,AL,147,462,60,107,24,1,23,60,0,0,45,117,1,3,0,8,10 +morneju01,2013,1,MIN,AL,127,495,56,128,32,0,17,74,0,0,37,98,3,6,0,5,9 +morneju01,2013,2,PIT,NL,25,77,6,20,4,0,0,3,0,0,13,12,1,1,0,1,3 +morribr01,2013,1,PIT,NL,55,5,1,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +morrilo01,2013,1,MIA,NL,85,293,32,71,13,4,6,36,0,0,38,56,5,2,0,0,10 +morrobr01,2013,1,TOR,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +morsemi01,2013,1,SEA,AL,76,283,31,64,13,0,13,27,0,0,20,80,1,3,0,1,10 +morsemi01,2013,2,BAL,AL,12,29,3,3,0,0,0,0,0,0,1,7,0,0,0,0,2 +mortecl01,2013,1,BOS,AL,24,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +mortoch02,2013,1,PIT,NL,20,36,1,5,0,0,0,1,0,0,0,11,0,0,2,0,0 +moscogu01,2013,1,SFN,NL,13,2,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +mossbr01,2013,1,OAK,AL,145,446,73,114,23,3,30,87,4,2,50,140,3,6,0,3,4 +moustmi01,2013,1,KCA,AL,136,472,42,110,26,0,12,42,2,4,32,83,1,5,1,4,13 +moylape01,2013,1,LAN,NL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mujiced01,2013,1,SLN,NL,65,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +murphda07,2013,1,TEX,AL,142,436,51,96,26,1,13,45,1,4,37,59,2,1,0,1,11 +murphda08,2013,1,NYN,NL,161,658,92,188,38,4,13,78,23,3,32,95,2,2,0,5,13 +murphdo01,2013,1,CHN,NL,46,149,23,38,8,0,11,23,2,0,8,48,1,6,0,0,1 +murphjr01,2013,1,NYA,AL,16,26,3,4,1,0,0,1,0,0,1,9,0,0,0,0,0 +myersbr01,2013,1,CLE,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +myerswi01,2013,1,TBA,AL,88,335,50,98,23,0,13,53,5,2,33,91,6,1,0,4,10 +napolmi01,2013,1,BOS,AL,139,498,79,129,38,2,23,92,1,1,73,187,3,6,0,1,15 +narvech01,2013,1,MIL,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nathajo01,2013,1,TEX,AL,67,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +navada01,2013,1,BOS,AL,134,458,77,139,29,0,12,66,0,2,51,93,2,15,4,8,10 +navardi01,2013,1,CHN,NL,89,240,31,72,7,0,13,34,0,1,23,36,1,2,0,1,4 +navaref01,2013,1,LAA,AL,4,4,0,1,0,0,0,1,1,0,2,1,0,0,0,0,0 +navarya01,2013,1,BAL,AL,8,28,3,8,0,1,0,2,0,0,2,8,0,0,1,0,1 +nealth01,2013,1,NYA,AL,4,11,1,2,0,0,0,0,0,0,1,4,0,1,0,0,0 +nealth01,2013,2,CHN,NL,2,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nelsoch01,2013,1,COL,NL,21,66,6,16,1,2,0,4,0,0,4,19,0,0,0,1,1 +nelsoch01,2013,2,NYA,AL,10,36,3,8,2,0,0,2,0,0,1,11,0,0,0,0,3 +nelsoch01,2013,3,LAA,AL,33,109,10,24,1,2,3,18,2,1,8,36,0,1,0,1,4 +nelsoji02,2013,1,MIL,NL,4,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +neshepa01,2013,1,OAK,AL,45,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nicasju01,2013,1,COL,NL,31,36,4,5,0,0,0,3,0,0,4,20,0,0,10,0,0 +nickemi01,2013,1,TOR,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +niesejo01,2013,1,NYN,NL,24,39,6,8,2,0,0,4,0,0,4,17,0,0,2,0,1 +nieuwki01,2013,1,NYN,NL,47,95,10,18,3,1,3,14,2,0,12,32,1,0,0,1,1 +nievewi01,2013,1,ARI,NL,71,195,16,58,11,0,1,22,0,0,8,32,0,0,0,3,7 +nixja01,2013,1,NYA,AL,87,267,32,63,9,1,3,24,13,1,24,80,1,5,4,3,4 +nixla01,2013,1,PHI,NL,81,128,11,23,4,0,2,7,1,0,8,44,2,0,0,0,2 +noesihe01,2013,1,SEA,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nolasri01,2013,1,MIA,NL,18,30,1,3,1,0,0,0,0,0,3,17,0,0,1,0,0 +nolasri01,2013,2,LAN,NL,16,20,2,3,1,0,0,1,0,0,3,7,0,0,7,0,1 +nolinse01,2013,1,TOR,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +noonani01,2013,1,SFN,NL,62,105,12,23,2,0,0,5,0,0,6,24,3,0,0,0,1 +norribu01,2013,1,HOU,AL,21,4,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +norribu01,2013,2,BAL,AL,11,3,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0 +norride01,2013,1,OAK,AL,98,264,41,65,16,0,9,30,5,0,37,71,1,4,1,2,5 +novaiv01,2013,1,NYA,AL,23,3,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +nunezed02,2013,1,NYA,AL,90,304,38,79,17,4,3,28,10,3,20,51,1,3,4,5,3 +nunovi01,2013,1,NYA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +oberhbr01,2013,1,HOU,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +odayda01,2013,1,BAL,AL,68,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +odorija01,2013,1,TBA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +oflaher01,2013,1,ATL,NL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ogandal01,2013,1,TEX,AL,23,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +ohlenro01,2013,1,WAS,NL,16,15,0,0,0,0,0,1,0,0,1,11,0,0,3,0,1 +okajihi01,2013,1,OAK,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +oliveda02,2013,1,TOR,AL,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +olivomi01,2013,1,MIA,NL,33,74,5,15,2,0,4,9,0,0,5,23,0,0,0,1,2 +olmosed01,2013,1,MIA,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +omogrbr01,2013,1,CHA,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ondrulo01,2013,1,CIN,NL,52,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +orrpe01,2013,1,PHI,NL,15,20,1,4,0,0,0,0,0,0,2,8,0,0,0,0,0 +ortegjo01,2013,1,DET,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ortizda01,2013,1,BOS,AL,137,518,84,160,38,2,30,103,4,0,76,88,27,1,0,5,21 +ortizjo05,2013,1,TEX,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ortizra01,2013,1,TOR,AL,7,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +osullse01,2013,1,SDN,NL,7,6,0,1,1,0,0,0,0,0,0,4,0,0,0,0,0 +oswalro01,2013,1,COL,NL,9,6,0,2,0,0,0,0,0,0,0,2,0,0,1,0,0 +oteroda01,2013,1,OAK,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ottavad01,2013,1,COL,NL,51,9,0,1,0,0,0,0,0,0,0,5,0,0,0,0,0 +outmajo01,2013,1,COL,NL,61,5,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +overbly01,2013,1,NYA,AL,142,445,43,107,24,1,14,59,2,0,36,111,0,0,0,4,16 +owingch01,2013,1,ARI,NL,20,55,5,16,5,0,0,5,2,0,6,10,1,0,0,0,0 +ozunama01,2013,1,MIA,NL,70,275,31,73,17,4,3,32,5,1,13,57,0,2,1,0,6 +pachejo01,2013,1,COL,NL,95,247,23,59,15,0,1,22,0,0,10,38,0,3,1,1,4 +paganan01,2013,1,SFN,NL,71,280,44,79,16,3,5,30,9,4,23,36,0,0,0,2,1 +pagnoma01,2013,1,HOU,AL,9,21,1,3,0,0,0,0,0,0,1,3,0,0,0,0,0 +papeljo01,2013,1,PHI,NL,61,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +paredji01,2013,1,HOU,AL,48,125,8,24,4,0,1,10,4,4,6,44,0,1,1,2,1 +parkebl01,2013,1,CHN,NL,49,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +parkeja02,2013,1,OAK,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +parmech01,2013,1,MIN,AL,101,294,21,67,13,0,8,24,1,1,33,81,0,3,0,3,6 +parnebo01,2013,1,NYN,NL,49,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +parrage01,2013,1,ARI,NL,156,601,79,161,43,4,10,48,10,10,48,100,3,3,7,4,12 +parrama01,2013,1,CIN,NL,57,2,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +parrian01,2013,1,OAK,AL,14,34,2,4,2,0,0,1,0,0,2,12,0,0,0,0,1 +partccu01,2013,1,CIN,NL,14,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pastoty01,2013,1,ATL,NL,20,30,5,9,1,0,0,0,0,0,1,5,0,0,2,0,0 +paterjo01,2013,1,ARI,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pattotr01,2013,1,BAL,AL,56,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +paulxa01,2013,1,CIN,NL,97,209,24,51,12,0,7,32,0,1,27,53,3,3,0,0,6 +paxtoja01,2013,1,SEA,AL,4,1,1,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +peacobr01,2013,1,HOU,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +pearcst01,2013,1,BAL,AL,44,119,14,31,7,0,4,13,1,0,15,25,2,4,0,0,0 +peavyja01,2013,1,CHA,AL,13,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +peavyja01,2013,2,BOS,AL,10,9,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0 +pedrodu01,2013,1,BOS,AL,160,641,91,193,42,2,9,84,17,5,73,75,4,3,0,7,24 +pegueca01,2013,1,SEA,AL,2,6,1,2,0,0,1,1,1,0,1,2,1,0,0,0,0 +peguefr01,2013,1,SFN,NL,18,29,4,6,1,0,1,1,2,0,1,2,0,0,0,0,2 +pelfrmi01,2013,1,MIN,AL,29,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +penabr01,2013,1,DET,AL,71,229,19,68,11,0,4,22,0,2,6,26,0,2,2,4,7 +penaca01,2013,1,HOU,AL,85,277,38,58,13,1,8,25,1,3,43,89,5,4,1,0,5 +penaca01,2013,2,KCA,AL,4,3,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +penara02,2013,1,ATL,NL,50,97,14,27,5,1,3,12,0,2,8,18,0,0,1,1,1 +pencehu01,2013,1,SFN,NL,162,629,91,178,35,5,27,99,22,3,52,115,3,3,0,3,17 +pennicl01,2013,1,ARI,NL,96,269,25,65,13,1,1,18,2,0,26,54,5,1,2,1,7 +peraljh01,2013,1,DET,AL,107,409,50,124,30,0,11,55,3,3,35,98,2,1,1,2,9 +peraljo01,2013,1,TBA,AL,80,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +peralwi01,2013,1,MIL,NL,32,50,1,7,0,0,0,0,0,0,1,20,0,0,9,0,1 +perezau01,2013,1,SLN,NL,2,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +perezch01,2013,1,CLE,AL,54,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +perezeu01,2013,1,WAS,NL,9,8,1,1,0,0,0,0,1,0,0,3,0,0,0,0,0 +perezhe01,2013,1,DET,AL,34,66,13,13,0,1,0,5,1,0,2,15,0,0,2,1,2 +perezju01,2013,1,TOR,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +perezju02,2013,1,SFN,NL,34,89,8,23,5,0,1,8,2,0,6,21,0,0,1,1,3 +perezlu01,2013,1,TOR,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +perezma02,2013,1,TEX,AL,20,5,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +perezol01,2013,1,SEA,AL,61,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +perezsa02,2013,1,KCA,AL,138,496,48,145,25,3,13,79,0,0,21,63,2,4,0,5,13 +perkigl01,2013,1,MIN,AL,61,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pestavi01,2013,1,CLE,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +peterbr02,2013,1,SLN,NL,23,26,0,2,0,0,0,2,0,0,2,11,0,0,0,0,0 +petersh01,2013,1,OAK,AL,2,7,1,1,0,0,0,1,0,0,1,3,0,0,0,0,0 +petityu01,2013,1,SFN,NL,8,16,0,1,0,0,0,2,0,0,1,5,0,0,0,0,1 +petrija01,2013,1,CHA,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pettian01,2013,1,NYA,AL,30,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +pettijo02,2013,1,PHI,NL,18,29,4,3,1,0,0,0,0,0,3,14,0,0,0,0,0 +phegljo01,2013,1,CHA,AL,65,204,14,42,7,0,4,22,2,0,5,41,0,0,2,2,6 +phelpco01,2013,1,CLE,AL,4,9,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +phelpda01,2013,1,NYA,AL,22,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +phillbr01,2013,1,CIN,NL,151,606,80,158,24,2,18,103,5,3,39,98,6,8,4,9,19 +phillza01,2013,1,MIA,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +piefe01,2013,1,PIT,NL,27,29,5,4,1,0,0,2,1,2,2,13,0,0,0,0,0 +pierrju01,2013,1,MIA,NL,113,308,36,76,11,2,1,8,23,6,13,27,0,3,6,0,4 +pierzaj01,2013,1,TEX,AL,134,503,48,137,24,1,17,70,1,1,11,76,2,9,0,6,14 +pillake01,2013,1,TOR,AL,36,102,11,21,4,0,3,13,0,1,4,29,0,2,2,0,0 +pillbr01,2013,1,SFN,NL,48,85,11,19,4,0,3,12,0,0,5,17,0,1,0,1,5 +pimenst01,2013,1,PIT,NL,5,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pintojo01,2013,1,MIN,AL,21,76,10,26,5,0,4,12,0,0,6,22,0,1,0,0,3 +plouftr01,2013,1,MIN,AL,129,477,44,121,22,1,14,52,2,1,34,112,1,6,1,4,11 +polanpl01,2013,1,MIA,NL,118,377,33,98,13,0,1,23,2,0,23,31,1,9,3,4,15 +polloaj01,2013,1,ARI,NL,137,443,64,119,28,5,8,38,12,3,33,82,1,2,3,1,5 +pomerdr01,2013,1,COL,NL,8,3,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +porceri01,2013,1,DET,AL,32,3,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +poseybu01,2013,1,SFN,NL,148,520,61,153,34,1,15,72,2,1,60,70,8,8,0,7,15 +pradoma01,2013,1,ARI,NL,155,609,70,172,36,2,14,82,3,5,47,53,2,2,0,6,29 +preslal01,2013,1,PIT,NL,29,72,8,19,1,1,2,4,0,1,1,18,0,0,0,0,1 +preslal01,2013,2,MIN,AL,28,113,9,32,4,1,1,11,1,3,8,21,0,1,0,0,2 +pressry01,2013,1,MIN,AL,49,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +priceda01,2013,1,TBA,AL,27,6,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +pridija01,2013,1,BAL,AL,4,10,0,2,0,0,0,1,0,0,0,2,0,0,0,0,0 +princjo01,2013,1,MIL,NL,8,8,3,1,1,0,0,0,0,0,1,1,0,0,0,0,1 +profaju01,2013,1,TEX,AL,85,286,30,67,11,0,6,26,2,4,26,63,0,5,6,1,1 +pryorst01,2013,1,SEA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +puigya01,2013,1,LAN,NL,104,382,66,122,21,2,19,42,11,8,36,97,6,11,0,3,6 +pujolal01,2013,1,LAA,AL,99,391,49,101,19,0,17,64,1,1,40,55,8,5,0,7,18 +puntoni01,2013,1,LAN,NL,116,294,34,75,15,0,2,21,3,3,33,67,0,0,6,2,4 +purceda01,2013,1,CHA,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +putkolu01,2013,1,DET,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +putnaza01,2013,1,CHN,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +putzjj01,2013,1,ARI,NL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +quallch01,2013,1,MIA,NL,66,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +quentca01,2013,1,SDN,NL,82,276,42,76,21,0,13,44,0,0,31,55,0,9,0,4,7 +quinthu01,2013,1,PHI,NL,24,64,3,16,4,0,2,9,0,0,3,15,1,1,0,0,3 +quinthu01,2013,2,SEA,AL,22,67,5,15,1,0,2,4,0,0,3,15,0,0,2,0,3 +quintjo01,2013,1,CHA,AL,33,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +quintom01,2013,1,NYN,NL,95,315,28,70,9,2,2,21,2,0,38,70,7,1,3,2,10 +quirogu01,2013,1,SFN,NL,43,86,5,16,7,0,1,6,0,0,5,21,1,1,2,1,4 +raburry01,2013,1,CLE,AL,87,243,40,66,18,0,16,55,0,0,29,67,0,4,0,1,4 +raleybr01,2013,1,CHN,NL,9,3,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +ramiral03,2013,1,CHA,AL,158,637,68,181,39,2,6,48,30,9,26,68,2,3,4,4,17 +ramirar01,2013,1,MIL,NL,92,304,43,86,18,0,12,49,0,1,36,55,0,8,0,3,8 +ramirer02,2013,1,SEA,AL,14,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ramirha01,2013,1,LAN,NL,86,304,62,105,25,2,20,57,10,2,27,52,3,3,0,2,5 +ramirjc01,2013,1,PHI,NL,18,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ramirjo01,2013,1,CLE,AL,15,12,5,4,0,1,0,0,0,1,2,2,0,0,0,0,0 +ramirra02,2013,1,SFN,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ramirwi01,2013,1,MIN,AL,35,81,5,22,6,1,0,6,0,0,3,23,0,1,0,1,1 +ramosaj01,2013,1,MIA,NL,68,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ramosce01,2013,1,TBA,AL,48,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ramoswi01,2013,1,WAS,NL,78,287,29,78,9,0,16,59,0,1,15,42,1,0,0,1,12 +ransoco01,2013,1,SDN,NL,5,11,0,0,0,0,0,0,0,0,0,5,0,0,0,0,0 +ransoco01,2013,2,CHN,NL,57,158,21,32,10,1,9,20,0,0,22,57,0,1,1,0,4 +rapadcl01,2013,1,CLE,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rasmuco01,2013,1,TOR,AL,118,417,57,115,26,1,22,66,0,1,37,135,0,3,0,1,4 +rasmuco02,2013,1,ATL,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rasmuco02,2013,2,LAA,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rauchjo01,2013,1,MIA,NL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +reckean01,2013,1,NYN,NL,50,135,17,29,7,0,6,19,0,1,13,49,1,0,1,2,1 +reddijo01,2013,1,OAK,AL,114,385,54,87,19,2,12,56,9,2,46,86,1,2,1,7,4 +redmoto01,2013,1,TOR,AL,17,3,1,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +reedad01,2013,1,CHA,AL,68,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reedev01,2013,1,DET,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reidry01,2013,1,PIT,NL,7,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reimono01,2013,1,BAL,AL,40,128,17,25,3,0,5,12,0,1,10,41,2,0,0,2,4 +rendoan01,2013,1,WAS,NL,98,351,40,93,23,1,7,35,1,1,31,69,3,5,2,5,7 +resopch01,2013,1,OAK,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reverbe01,2013,1,PHI,NL,88,315,37,96,9,3,0,17,22,8,16,36,1,0,5,0,10 +reyesjo01,2013,1,TOR,AL,93,382,58,113,20,0,10,37,15,6,34,47,2,1,0,2,6 +reynogr01,2013,1,CIN,NL,6,7,1,1,1,0,0,0,0,0,0,4,0,0,2,0,0 +reynoma01,2013,1,CLE,AL,99,335,40,72,8,0,15,48,3,0,43,123,1,3,0,3,7 +reynoma01,2013,2,NYA,AL,36,110,15,26,6,0,6,19,0,1,8,31,0,2,0,0,2 +reynoma02,2013,1,ARI,NL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ricesc01,2013,1,NYN,NL,73,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +richacl01,2013,1,SDN,NL,14,14,1,3,0,0,0,1,0,0,0,5,0,0,1,0,0 +richaga01,2013,1,LAA,AL,47,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rienzan01,2013,1,CHA,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +riosal01,2013,1,CHA,AL,109,430,57,119,22,2,12,55,26,6,32,78,2,1,0,1,12 +riosal01,2013,2,TEX,AL,47,186,26,52,11,2,6,26,16,1,9,30,0,1,0,1,5 +riverma01,2013,1,NYA,AL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +riverre01,2013,1,SDN,NL,23,67,4,17,3,1,0,7,0,0,2,16,1,0,0,2,1 +rizzoan01,2013,1,CHN,NL,160,606,71,141,40,2,23,80,6,5,76,127,7,6,0,2,12 +roarkta01,2013,1,WAS,NL,14,14,0,4,1,0,0,1,0,0,0,5,0,0,1,0,0 +roberbr01,2013,1,BAL,AL,77,265,33,66,12,1,8,39,3,1,26,44,1,0,1,4,4 +roberda08,2013,1,NYA,AL,70,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +roberry01,2013,1,TBA,AL,60,162,15,40,6,0,5,17,0,2,11,39,0,0,0,0,3 +roberty01,2013,1,MIN,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +robinch02,2013,1,SDN,NL,8,12,1,2,0,0,1,3,0,0,0,3,0,0,0,0,0 +robinde02,2013,1,CIN,NL,102,192,21,49,7,3,0,8,4,5,18,44,0,1,5,0,0 +robinsh01,2013,1,SLN,NL,99,144,22,36,2,1,2,16,5,1,23,17,0,0,0,4,2 +roblema01,2013,1,PHI,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodnefe01,2013,1,TBA,AL,68,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodrial01,2013,1,NYA,AL,44,156,21,38,7,0,7,19,4,2,23,43,1,2,0,0,5 +rodrifr03,2013,1,MIL,NL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodrifr03,2013,2,BAL,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodrihe03,2013,1,WAS,NL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodrihe03,2013,2,CHN,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodrihe04,2013,1,CIN,NL,9,9,0,1,0,0,0,0,0,0,1,4,0,0,0,0,0 +rodrise01,2013,1,TBA,AL,96,195,21,48,10,1,5,23,1,3,17,59,0,5,3,2,3 +rodrist02,2013,1,LAN,NL,76,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +rodriwa01,2013,1,PIT,NL,13,22,0,2,0,0,0,1,0,0,0,8,0,0,2,0,0 +roech01,2013,1,ARI,NL,21,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +roenijo01,2013,1,MIN,AL,63,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rogeres01,2013,1,TOR,AL,46,3,0,0,0,0,0,0,0,0,0,1,0,0,3,0,0 +rolliji01,2013,1,PHI,NL,160,600,65,151,36,2,6,39,22,6,59,93,6,1,3,3,12 +romeren01,2013,1,TBA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +romerri01,2013,1,TOR,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rominan01,2013,1,LAA,AL,47,108,9,28,3,0,0,10,1,0,7,24,0,1,6,1,2 +rominau01,2013,1,NYA,AL,60,135,15,28,9,0,1,10,1,0,8,37,0,1,3,1,7 +romose01,2013,1,SFN,NL,65,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rondobr01,2013,1,DET,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rondohe01,2013,1,CHN,NL,45,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rosalad01,2013,1,OAK,AL,51,136,11,26,5,0,4,8,0,0,10,31,1,4,4,0,4 +rosalad01,2013,2,TEX,AL,17,11,4,2,0,0,1,4,0,0,0,3,0,0,0,1,0 +rosarsa02,2013,1,SFN,NL,43,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +rosarwi01,2013,1,COL,NL,121,449,63,131,22,1,21,79,4,1,15,109,0,1,0,1,7 +rosenbj01,2013,1,PHI,NL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rosentr01,2013,1,SLN,NL,74,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +rossco01,2013,1,ARI,NL,94,317,33,88,17,1,8,38,3,2,25,50,1,3,1,5,10 +rosscza01,2013,1,CHN,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rossda01,2013,1,BOS,AL,36,102,11,22,5,0,4,10,1,0,11,42,0,1,2,0,3 +rossro01,2013,1,TEX,AL,65,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rossty01,2013,1,SDN,NL,36,33,0,6,0,0,0,0,0,0,0,18,0,0,3,0,0 +rothmi01,2013,1,LAA,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rufda01,2013,1,PHI,NL,73,251,36,62,11,0,14,30,0,0,33,91,1,7,0,2,4 +ruffich01,2013,1,SEA,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ruggiju01,2013,1,MIA,NL,128,424,49,94,18,1,18,50,15,8,41,114,1,5,1,0,9 +ruizca01,2013,1,PHI,NL,92,310,30,83,16,0,5,37,1,0,18,39,3,7,4,2,11 +ruppca01,2013,1,PHI,NL,4,13,1,4,1,0,0,2,0,0,1,4,0,0,0,0,0 +rusinch01,2013,1,CHN,NL,13,19,1,2,0,0,0,2,0,0,0,3,0,0,2,0,0 +russeja02,2013,1,CHN,NL,74,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rutlejo01,2013,1,COL,NL,88,285,45,67,6,1,7,19,12,0,22,62,1,2,4,1,2 +ryanbr01,2013,1,SEA,AL,87,260,23,50,10,0,3,21,4,2,21,60,1,1,4,1,11 +ryanbr01,2013,2,NYA,AL,17,59,7,13,2,0,1,1,0,0,2,13,0,1,0,0,0 +ryuhy01,2013,1,LAN,NL,30,58,5,12,3,1,0,5,0,0,2,23,0,0,6,0,1 +rzepcma01,2013,1,SLN,NL,11,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +rzepcma01,2013,2,CLE,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sabatcc01,2013,1,NYA,AL,32,4,0,0,0,0,0,1,0,0,0,2,0,0,0,0,0 +salasfe01,2013,1,SLN,NL,27,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +salazda01,2013,1,CLE,AL,10,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +salech01,2013,1,CHA,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +saltaja01,2013,1,BOS,AL,121,425,68,116,40,0,14,65,4,1,43,139,3,0,0,2,7 +samarje01,2013,1,CHN,NL,33,62,4,7,2,0,1,2,0,0,1,31,0,0,10,0,0 +sanabal01,2013,1,MIA,NL,10,16,1,1,0,0,0,0,0,0,1,7,0,0,1,0,0 +sanchan01,2013,1,DET,AL,29,4,0,0,0,0,0,0,0,0,1,4,0,0,2,0,0 +sanchan02,2013,1,CHA,AL,1,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sanched01,2013,1,CHN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sanchga01,2013,1,PIT,NL,136,264,29,67,18,0,7,36,1,0,44,51,1,4,0,7,3 +sanchhe01,2013,1,SFN,NL,63,129,8,32,4,0,3,19,0,0,7,29,0,3,0,1,1 +sanchjo01,2013,1,PIT,NL,6,5,1,0,0,0,0,0,0,0,1,4,0,0,0,0,0 +sanchto01,2013,1,PIT,NL,22,60,9,14,4,0,2,5,0,0,3,14,0,2,0,1,2 +sandopa01,2013,1,SFN,NL,141,525,52,146,27,2,14,79,0,0,47,79,5,6,0,6,19 +santaca01,2013,1,CLE,AL,154,541,75,145,39,1,20,74,3,1,93,110,6,4,0,4,7 +santaer01,2013,1,KCA,AL,32,4,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +santihe01,2013,1,CHA,AL,34,4,0,0,0,0,0,0,0,0,0,1,0,0,2,0,0 +santira01,2013,1,DET,AL,80,205,27,46,8,1,1,14,0,1,21,32,0,1,6,1,2 +santoom01,2013,1,CLE,AL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +santose01,2013,1,TOR,AL,29,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sappeda01,2013,1,CHN,NL,31,75,6,18,3,0,0,4,3,1,3,14,0,0,0,0,1 +satinjo01,2013,1,NYN,NL,75,190,23,53,15,0,3,17,1,1,30,56,2,0,0,1,4 +saundjo01,2013,1,SEA,AL,33,5,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +saundmi01,2013,1,SEA,AL,132,406,59,96,23,3,12,46,13,5,54,118,4,1,1,6,6 +saverjo01,2013,1,PHI,NL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +scahiro01,2013,1,COL,NL,23,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schafjo02,2013,1,ATL,NL,94,231,32,57,8,3,3,21,22,6,29,73,2,0,5,0,1 +schaflo01,2013,1,MIL,NL,134,298,29,63,15,3,4,33,7,1,25,60,1,3,11,0,5 +schepta01,2013,1,TEX,AL,76,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +scherma01,2013,1,DET,AL,32,3,0,1,1,0,0,1,0,0,0,0,0,0,0,0,0 +schiena01,2013,1,CHN,NL,137,462,56,116,32,3,21,68,6,3,29,94,3,6,1,5,6 +schoojo01,2013,1,BAL,AL,5,14,5,4,0,0,1,1,0,0,1,2,0,0,0,0,2 +schumsk01,2013,1,LAN,NL,125,319,31,84,16,0,2,30,2,2,28,54,0,5,3,0,11 +scottlu01,2013,1,TBA,AL,91,253,27,61,13,2,9,40,1,1,30,63,1,4,0,4,5 +scribev01,2013,1,OAK,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +scutama01,2013,1,SFN,NL,127,488,57,145,23,3,2,31,2,0,45,34,0,2,9,3,13 +seageky01,2013,1,SEA,AL,160,615,79,160,32,2,22,69,9,3,68,122,1,7,0,5,8 +segurje01,2013,1,MIL,NL,146,588,74,173,20,10,12,49,44,13,25,84,1,6,2,2,17 +selleju01,2013,1,LAN,NL,27,69,6,13,1,0,1,2,0,0,5,20,0,2,1,0,3 +semiema01,2013,1,CHA,AL,21,69,7,18,4,0,2,7,2,2,1,22,0,0,0,1,1 +shawbr01,2013,1,CLE,AL,70,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shielja02,2013,1,KCA,AL,34,3,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +shoemma01,2013,1,LAA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shoppke01,2013,1,SEA,AL,35,107,11,21,7,0,3,9,0,0,12,45,1,3,2,1,0 +shoppke01,2013,2,CLE,AL,1,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +shuckja01,2013,1,LAA,AL,129,437,60,128,20,3,2,39,8,4,27,54,0,1,6,7,10 +siegrke01,2013,1,SLN,NL,45,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +sierrmo01,2013,1,TOR,AL,35,107,11,31,13,1,1,13,1,0,14,29,1,0,0,1,0 +simmoan01,2013,1,ATL,NL,157,606,76,150,27,6,17,59,6,5,40,55,1,3,5,4,16 +simonal01,2013,1,CIN,NL,63,7,0,1,0,0,0,0,0,0,0,4,0,0,0,0,0 +sippto01,2013,1,ARI,NL,56,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sizemsc01,2013,1,OAK,AL,2,6,0,1,1,0,0,0,0,0,0,2,0,0,0,0,0 +skaggty01,2013,1,ARI,NL,7,10,0,2,0,0,0,1,0,0,0,5,0,0,3,0,0 +skipwky01,2013,1,MIA,NL,4,3,0,0,0,0,0,0,0,0,1,1,0,0,0,0,1 +sloweke01,2013,1,MIA,NL,20,21,1,1,0,0,0,0,0,0,2,12,0,0,5,0,0 +smithbu03,2013,1,SDN,NL,10,9,0,1,0,0,0,0,0,0,1,2,0,0,0,0,0 +smithjo05,2013,1,CLE,AL,70,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithse01,2013,1,OAK,AL,117,368,49,93,27,0,8,40,0,0,39,94,4,3,0,0,10 +smithwi04,2013,1,KCA,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smoakju01,2013,1,SEA,AL,131,454,53,108,19,0,20,50,0,0,64,119,1,2,0,1,11 +smylydr01,2013,1,DET,AL,63,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +snidetr01,2013,1,PIT,NL,111,261,28,56,12,2,5,25,2,3,24,75,3,0,0,0,1 +snydebr03,2013,1,BOS,AL,27,50,5,9,3,0,2,7,0,0,0,16,0,2,0,0,0 +snydech02,2013,1,BAL,AL,9,20,0,2,0,0,0,1,0,0,4,7,0,0,0,0,0 +sogarer01,2013,1,OAK,AL,130,368,45,98,24,3,2,35,10,5,27,51,2,5,6,4,4 +solando01,2013,1,MIA,NL,102,361,33,90,13,1,3,34,3,1,23,57,3,7,2,2,11 +solanjh01,2013,1,WAS,NL,24,48,2,7,2,0,0,2,0,1,2,7,0,0,0,0,4 +soriaal01,2013,1,CHN,NL,93,362,47,92,24,1,17,51,10,5,15,89,2,3,0,3,9 +soriaal01,2013,2,NYA,AL,58,219,37,56,8,0,17,50,8,4,21,67,1,2,0,1,2 +soriajo01,2013,1,TEX,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +soriara01,2013,1,WAS,NL,68,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sotoge01,2013,1,TEX,AL,54,163,20,40,9,0,9,22,1,2,20,60,0,0,1,0,2 +sotone01,2013,1,CIN,NL,13,12,0,0,0,0,0,0,0,0,0,6,0,1,0,0,1 +spande01,2013,1,WAS,NL,153,610,75,170,28,11,4,47,20,6,42,77,0,2,7,1,11 +spruize01,2013,1,ARI,NL,6,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +stammcr01,2013,1,WAS,NL,55,5,0,0,0,0,0,0,0,0,1,2,0,0,0,0,1 +stangda01,2013,1,LAA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stantmi03,2013,1,MIA,NL,116,425,62,106,26,0,24,62,1,0,74,140,5,4,0,1,10 +stassma01,2013,1,HOU,AL,3,7,0,2,0,0,0,1,0,0,0,2,0,1,0,0,1 +staufti01,2013,1,SDN,NL,43,8,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +stewach01,2013,1,NYA,AL,109,294,28,62,6,0,4,25,4,0,30,49,0,6,6,4,8 +stinsjo01,2013,1,BAL,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +storedr01,2013,1,WAS,NL,68,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +storemi01,2013,1,TOR,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +straida01,2013,1,OAK,AL,27,2,0,0,0,0,0,0,0,0,1,2,0,0,0,0,0 +strasst01,2013,1,WAS,NL,30,49,2,7,2,0,0,2,0,0,2,23,0,0,10,0,0 +streehu01,2013,1,SDN,NL,58,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stroppe01,2013,1,BAL,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stroppe01,2013,2,CHN,NL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stubbdr01,2013,1,CLE,AL,146,430,59,100,21,2,10,45,17,2,44,141,1,2,2,3,3 +stulter01,2013,1,SDN,NL,37,61,2,10,1,0,1,4,0,0,0,21,0,1,7,0,0 +stutemi01,2013,1,PHI,NL,16,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sucreje01,2013,1,SEA,AL,8,26,1,5,0,0,0,3,0,0,2,1,0,0,0,1,2 +surkaer01,2013,1,SFN,NL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +susdost01,2013,1,PHI,NL,3,7,1,1,1,0,0,0,0,0,0,1,0,0,0,0,1 +suzukic01,2013,1,NYA,AL,150,520,57,136,15,3,7,35,20,4,26,63,4,1,6,2,6 +suzukku01,2013,1,WAS,NL,79,252,19,56,11,1,3,25,2,0,20,32,6,3,2,4,2 +suzukku01,2013,2,OAK,AL,15,33,6,10,2,0,2,7,0,0,2,3,0,0,0,0,0 +swarzan01,2013,1,MIN,AL,48,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +sweenry01,2013,1,CHN,NL,70,192,19,51,13,2,6,19,1,0,17,31,0,0,2,1,3 +swishni01,2013,1,CLE,AL,145,549,74,135,27,2,22,63,1,0,77,138,3,4,0,4,11 +tabatjo01,2013,1,PIT,NL,106,308,35,87,17,5,6,33,3,1,23,45,0,5,5,0,6 +takahhi01,2013,1,CHN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tanakke01,2013,1,SFN,NL,15,30,4,8,0,0,0,2,2,0,4,3,0,0,0,0,0 +taylomi01,2013,1,OAK,AL,9,23,0,1,0,0,0,0,0,0,2,5,0,0,0,0,1 +tazawju01,2013,1,BOS,AL,71,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +teafoev01,2013,1,KCA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +teagata01,2013,1,BAL,AL,23,60,3,10,2,0,2,5,0,1,1,18,0,0,1,0,0 +teherju01,2013,1,ATL,NL,30,58,1,13,3,0,0,2,0,0,2,16,0,0,5,0,1 +teixema01,2013,1,NYA,AL,15,53,5,8,1,0,3,12,0,0,8,19,2,1,0,1,1 +tejadmi01,2013,1,KCA,AL,53,156,15,45,5,0,3,20,1,0,6,25,1,1,3,1,6 +tejadru01,2013,1,NYN,NL,57,208,20,42,12,0,0,10,2,1,15,24,0,1,3,0,3 +tekotbl01,2013,1,CHA,AL,20,31,4,7,1,0,1,2,1,3,3,9,0,1,0,1,0 +tepesni01,2013,1,TEX,AL,19,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +terdojo01,2013,1,ATL,NL,55,79,11,17,4,0,0,4,1,0,12,24,1,0,0,1,2 +thatcjo01,2013,1,SDN,NL,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thatcjo01,2013,2,ARI,NL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thayeda01,2013,1,SDN,NL,69,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thielca01,2013,1,MIN,AL,49,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tholejo01,2013,1,TOR,AL,45,120,11,21,3,1,1,8,0,0,12,25,0,1,2,0,3 +thomacl02,2013,1,MIN,AL,92,290,39,62,15,0,4,13,1,3,30,92,1,1,1,0,4 +thornma01,2013,1,CHA,AL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thornma01,2013,2,BOS,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thornty01,2013,1,MIL,NL,19,16,0,0,0,0,0,0,0,0,0,8,0,0,2,0,0 +tillmch01,2013,1,BAL,AL,33,5,0,0,0,0,0,0,0,0,0,1,0,0,2,0,0 +tollesh01,2013,1,LAN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tomlijo01,2013,1,CLE,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tonkimi01,2013,1,MIN,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +torreal01,2013,1,TBA,AL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +torrean02,2013,1,SFN,NL,103,272,33,68,17,1,2,21,4,3,22,61,1,0,2,4,7 +torreca01,2013,1,NYN,NL,33,16,0,1,0,0,0,1,0,0,1,8,0,0,1,0,0 +torreyo01,2013,1,COL,NL,61,179,10,43,8,0,0,16,0,0,13,24,2,1,3,0,6 +tovarwi01,2013,1,NYN,NL,7,15,1,3,0,0,0,2,1,0,1,3,1,1,2,0,2 +tracych01,2013,1,WAS,NL,92,129,6,26,4,0,4,11,0,2,7,25,0,0,0,0,2 +triunca01,2013,1,SEA,AL,17,44,1,6,1,0,0,2,0,0,0,11,0,1,1,1,1 +troncra01,2013,1,CHA,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +troutmi01,2013,1,LAA,AL,157,589,109,190,39,9,27,97,33,7,110,136,10,9,0,8,8 +trumbma01,2013,1,LAA,AL,159,620,85,145,30,2,34,100,5,2,54,184,6,0,0,4,18 +tuiasma01,2013,1,DET,AL,81,164,26,40,7,0,7,30,0,0,25,57,0,2,0,0,3 +tulowtr01,2013,1,COL,NL,126,446,72,139,27,0,25,82,1,0,57,85,5,4,0,5,9 +turneja01,2013,1,MIA,NL,20,35,0,3,0,1,0,0,0,0,0,16,0,0,3,0,2 +turneju01,2013,1,NYN,NL,86,200,12,56,13,1,2,16,0,1,11,34,1,1,1,1,6 +ueharko01,2013,1,BOS,AL,73,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ugglada01,2013,1,ATL,NL,136,448,60,80,10,3,22,55,2,0,77,171,2,9,0,3,7 +uptonbj01,2013,1,ATL,NL,126,391,30,72,14,0,9,26,12,5,44,151,2,3,1,6,7 +uptonju01,2013,1,ATL,NL,149,558,94,147,27,2,27,70,8,1,75,161,4,5,1,4,12 +uribeju01,2013,1,LAN,NL,132,388,47,108,22,2,12,50,5,0,30,81,3,2,3,3,12 +urruthe01,2013,1,BAL,AL,24,58,5,16,0,1,0,2,0,0,0,11,0,0,0,0,2 +utleych01,2013,1,PHI,NL,131,476,73,135,25,6,18,69,8,3,45,79,4,5,0,5,12 +valaich01,2013,1,MIA,NL,22,64,4,14,5,0,1,9,0,0,3,16,0,1,1,1,2 +valbulu01,2013,1,CHN,NL,108,331,34,72,15,1,12,37,1,4,53,63,4,4,1,2,4 +valdejo02,2013,1,NYN,NL,66,133,16,25,3,1,4,16,4,3,8,28,0,3,0,0,1 +valdelu01,2013,1,BAL,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +valdera02,2013,1,PHI,NL,17,3,0,1,1,0,0,0,0,0,0,0,0,0,1,0,0 +valenda01,2013,1,BAL,AL,52,161,20,49,14,1,8,23,0,2,8,33,0,0,0,1,5 +valvejo01,2013,1,DET,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vanslsc01,2013,1,LAN,NL,53,129,13,31,8,0,7,19,1,1,20,37,0,1,0,2,7 +vargaja01,2013,1,LAA,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +varvaan01,2013,1,ATL,NL,62,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +vealdo01,2013,1,CHA,AL,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +velazgi01,2013,1,MIA,NL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +venabwi01,2013,1,SDN,NL,151,481,64,129,22,8,22,53,22,6,29,118,4,2,2,1,6 +ventuyo01,2013,1,KCA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +verasjo01,2013,1,HOU,AL,42,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +verasjo01,2013,2,DET,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +verlaju01,2013,1,DET,AL,34,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +vicieda01,2013,1,CHA,AL,124,441,43,117,23,3,14,56,0,0,24,98,0,3,0,5,11 +victosh01,2013,1,BOS,AL,122,477,82,140,26,2,15,61,21,3,25,75,0,18,10,2,5 +villabr02,2013,1,DET,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +villabr02,2013,2,BOS,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +villaca01,2013,1,CHN,NL,47,32,2,5,0,0,0,1,0,0,0,15,0,0,2,0,0 +villajo01,2013,1,HOU,AL,58,210,26,51,9,2,1,8,18,8,24,71,1,0,7,0,5 +villape01,2013,1,CIN,NL,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vinceni01,2013,1,SDN,NL,45,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vogelry01,2013,1,SFN,NL,19,29,2,2,0,0,0,2,0,0,3,17,0,0,4,0,0 +vogtst01,2013,1,OAK,AL,47,135,18,34,6,1,4,16,0,1,9,28,1,0,2,2,2 +volqued01,2013,1,SDN,NL,27,34,3,4,1,0,1,4,0,0,1,20,0,0,8,0,0 +volqued01,2013,2,LAN,NL,6,8,1,1,0,0,0,0,0,0,0,3,0,0,1,0,0 +volstch01,2013,1,COL,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vottojo01,2013,1,CIN,NL,162,581,101,177,30,3,24,73,6,3,135,138,19,4,0,6,15 +wachami01,2013,1,SLN,NL,15,21,0,3,0,0,0,3,0,0,0,10,0,0,1,0,0 +wagnene01,2013,1,TOR,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wainwad01,2013,1,SLN,NL,35,71,4,15,4,0,0,6,0,0,0,23,0,0,9,1,2 +waldejo01,2013,1,ATL,NL,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +walkene01,2013,1,PIT,NL,133,478,62,120,24,4,16,53,1,2,50,85,4,15,5,3,14 +walketa01,2013,1,SEA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wallabr01,2013,1,HOU,AL,79,262,35,58,14,1,13,36,1,1,18,104,0,5,0,0,5 +walljo02,2013,1,LAN,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +waltepj01,2013,1,MIN,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +walteza01,2013,1,WAS,NL,8,8,2,3,0,1,0,1,0,0,1,0,0,0,0,0,1 +wangch01,2013,1,TOR,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +warread01,2013,1,NYA,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +watkilo01,2013,1,CHN,NL,27,38,2,8,1,0,0,0,0,0,3,14,0,0,1,0,0 +watsoto01,2013,1,PIT,NL,67,1,0,0,0,0,0,0,0,0,0,1,0,0,2,0,0 +weaveje02,2013,1,LAA,AL,24,4,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +webbda01,2013,1,CHA,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +webbry01,2013,1,MIA,NL,66,3,1,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +weberth01,2013,1,SDN,NL,3,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +weberth01,2013,2,TOR,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +webstal01,2013,1,BOS,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +weeksje01,2013,1,OAK,AL,8,9,3,1,0,0,0,0,0,0,0,5,0,0,0,0,0 +weeksri01,2013,1,MIL,NL,104,350,40,73,20,1,10,24,7,3,40,105,0,9,0,0,13 +welkedu01,2013,1,PIT,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wellsca01,2013,1,OAK,AL,3,5,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +wellsca01,2013,2,CHA,AL,38,66,4,11,1,0,0,1,0,1,5,22,0,0,0,0,1 +wellsca01,2013,3,PHI,NL,12,24,2,1,1,0,0,0,0,0,2,8,0,0,0,0,0 +wellsve01,2013,1,NYA,AL,130,424,45,99,16,0,11,50,7,3,30,73,1,0,0,4,9 +werthja01,2013,1,WAS,NL,129,462,84,147,24,0,25,82,10,1,60,101,3,5,0,5,9 +westbja01,2013,1,SLN,NL,21,34,5,6,2,0,0,4,1,0,4,12,0,0,4,0,1 +wheelry01,2013,1,COL,NL,28,41,1,9,2,0,0,7,0,0,1,10,0,0,0,0,1 +wheelza01,2013,1,NYN,NL,18,30,1,4,1,0,0,2,0,0,1,13,0,0,3,0,0 +wietema01,2013,1,BAL,AL,148,523,59,123,29,0,22,79,2,0,43,104,5,0,1,12,7 +wiggity01,2013,1,SLN,NL,47,57,9,9,2,0,0,3,0,1,5,19,1,1,0,0,1 +wilheto01,2013,1,SEA,AL,59,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +willije02,2013,1,LAA,AL,37,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +willijo03,2013,1,MIN,AL,111,389,42,81,20,0,14,48,1,0,66,128,2,14,0,2,8 +wilsoal01,2013,1,BOS,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wilsobr01,2013,1,LAN,NL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wilsocj01,2013,1,LAA,AL,33,8,1,1,0,0,0,0,0,0,1,5,0,0,2,0,0 +wilsojo03,2013,1,ARI,NL,30,60,9,12,1,1,1,4,0,0,5,17,0,0,0,0,6 +wilsoju10,2013,1,PIT,NL,58,5,0,0,0,0,0,0,0,0,0,5,0,0,1,0,0 +wisede01,2013,1,CHA,AL,30,64,6,15,3,0,1,3,1,1,2,14,0,0,0,0,1 +withrch01,2013,1,LAN,NL,26,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +wolfro01,2013,1,TEX,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wongko01,2013,1,SLN,NL,32,59,6,9,1,0,0,0,3,0,3,12,0,0,0,0,2 +woodal02,2013,1,ATL,NL,31,21,1,0,0,0,0,0,0,0,0,15,0,0,1,0,0 +woodbl01,2013,1,CLE,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +woodtr01,2013,1,CHN,NL,37,63,8,14,1,0,3,8,1,0,3,21,0,0,1,0,0 +wootero01,2013,1,MIL,NL,27,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +workmbr01,2013,1,BOS,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +worleva01,2013,1,MIN,AL,10,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +worthda01,2013,1,DET,AL,3,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1 +wrighda03,2013,1,NYN,NL,112,430,63,132,23,6,18,58,17,3,55,79,5,5,0,2,11 +wrighja01,2013,1,TBA,AL,66,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wrighst01,2013,1,BOS,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wrighwe01,2013,1,HOU,AL,55,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +wrighwe01,2013,2,TBA,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +yelicch01,2013,1,MIA,NL,62,240,34,69,12,1,4,16,10,0,31,66,1,1,0,1,4 +youklke01,2013,1,NYA,AL,28,105,12,23,7,0,2,8,0,0,8,31,1,5,0,0,4 +youngch04,2013,1,OAK,AL,107,335,46,67,18,3,12,40,10,3,36,93,3,2,0,2,7 +youngde03,2013,1,PHI,NL,80,272,22,71,13,0,8,31,0,0,14,69,0,3,0,2,7 +youngde03,2013,2,TBA,AL,23,62,8,16,3,0,3,7,0,0,6,9,0,1,0,1,1 +younger03,2013,1,COL,NL,57,165,22,40,9,3,1,6,8,4,11,33,0,0,4,0,1 +younger03,2013,2,NYN,NL,91,374,48,94,18,4,1,26,38,7,35,67,1,2,6,1,5 +youngmi02,2013,1,PHI,NL,126,468,49,129,24,4,8,42,1,0,42,78,4,1,0,1,18 +youngmi02,2013,2,LAN,NL,21,51,3,16,2,1,0,4,0,0,1,5,0,0,0,1,3 +zagurmi01,2013,1,PIT,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +zagurmi01,2013,2,NYA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +zeidjo01,2013,1,HOU,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +zieglbr01,2013,1,ARI,NL,78,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +zimmejo02,2013,1,WAS,NL,32,65,4,8,1,0,0,2,0,0,1,20,0,0,6,1,0 +zimmery01,2013,1,WAS,NL,147,568,84,156,26,2,26,79,6,0,60,133,2,2,0,3,16 +zitoba01,2013,1,SFN,NL,30,34,3,5,0,0,0,2,0,0,0,8,0,0,9,0,1 +zobribe01,2013,1,TBA,AL,157,612,77,168,36,3,12,71,11,3,72,91,4,7,1,6,18 +zuninmi01,2013,1,SEA,AL,52,173,22,37,5,0,5,14,1,0,16,49,0,3,0,1,5 +abadfe01,2014,1,OAK,AL,69,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +abreubo01,2014,1,NYN,NL,78,133,12,33,9,0,1,14,1,0,20,21,0,0,0,2,3 +abreujo02,2014,1,CHA,AL,145,556,80,176,35,2,36,107,3,1,51,131,15,11,0,4,14 +abreuto01,2014,1,SFN,NL,3,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1 +aceveal01,2014,1,NYA,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +achteaj01,2014,1,MIN,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ackledu01,2014,1,SEA,AL,143,502,64,123,27,4,14,65,8,4,32,90,1,3,3,2,10 +adamecr01,2014,1,COL,NL,7,15,1,1,0,0,0,0,0,0,0,5,0,0,0,0,1 +adamsau01,2014,1,CLE,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +adamsla01,2014,1,KCA,AL,6,3,1,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +adamsma01,2014,1,SLN,NL,142,527,55,152,34,5,15,68,3,2,26,114,5,3,0,7,9 +adamsmi03,2014,1,PHI,NL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +adcocna01,2014,1,TEX,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +adducji02,2014,1,TEX,AL,44,101,13,17,3,0,1,8,3,1,10,27,0,0,1,2,2 +adriaeh01,2014,1,SFN,NL,53,97,10,23,6,0,0,5,1,1,5,22,1,1,2,1,2 +affelje01,2014,1,SFN,NL,62,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +aguilje01,2014,1,CLE,AL,19,33,2,4,0,0,0,3,0,0,4,13,0,0,0,1,1 +ahmedni01,2014,1,ARI,NL,25,70,9,14,2,0,1,4,0,1,3,10,0,0,2,0,2 +alberma01,2014,1,HOU,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +albural01,2014,1,DET,AL,72,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +alcanar01,2014,1,CHN,NL,70,278,31,57,11,2,10,29,8,5,17,93,0,2,1,2,3 +allenco01,2014,1,CLE,AL,76,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +almonab01,2014,1,SEA,AL,27,106,10,21,5,1,1,8,3,1,6,40,0,1,0,0,1 +almonab01,2014,2,SDN,NL,32,98,9,26,5,0,2,7,1,2,6,20,0,0,2,1,4 +almonzo01,2014,1,NYA,AL,13,36,2,5,0,0,1,3,1,0,0,14,0,0,0,0,1 +alonsyo01,2014,1,SDN,NL,84,267,27,64,19,1,7,27,6,1,17,36,1,1,0,3,8 +altheaa01,2014,1,PHI,NL,2,5,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +altuvjo01,2014,1,HOU,AL,158,660,85,225,47,3,7,59,56,9,36,53,7,5,1,5,20 +alvarda01,2014,1,NYN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +alvarhe01,2014,1,MIA,NL,30,57,2,11,0,0,0,2,0,0,1,20,0,0,8,1,0 +alvarjo02,2014,1,LAA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +alvarpe01,2014,1,PIT,NL,122,398,46,92,13,1,18,56,8,3,45,113,6,2,0,0,12 +alvarrj01,2014,1,SDN,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +amarial01,2014,1,SDN,NL,148,423,39,101,13,2,5,40,12,1,29,69,5,1,8,5,6 +ambrihe01,2014,1,SDN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +anderbr04,2014,1,COL,NL,8,14,0,2,2,0,0,1,0,0,0,7,0,0,1,0,0 +anderbr05,2014,1,OAK,AL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1 +anderch01,2014,1,ARI,NL,22,34,0,1,0,0,0,0,0,0,0,14,0,1,6,0,0 +andruel01,2014,1,TEX,AL,157,619,72,163,35,1,2,41,27,15,46,96,0,3,9,7,21 +annade01,2014,1,NYA,AL,12,22,3,3,1,0,1,3,0,0,2,6,0,0,0,1,0 +aokino01,2014,1,KCA,AL,132,491,63,140,22,6,1,43,17,8,43,49,0,6,8,1,5 +archech01,2014,1,TBA,AL,32,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +arciaos01,2014,1,MIN,AL,103,372,46,86,16,3,20,57,1,2,31,127,4,6,0,1,6 +arenano01,2014,1,COL,NL,111,432,58,124,34,2,18,61,2,1,25,58,1,4,1,5,13 +arencjp01,2014,1,TEX,AL,63,203,20,36,9,0,10,35,0,0,10,62,0,7,0,2,6 +ariasjo01,2014,1,SFN,NL,107,193,18,49,9,0,0,15,1,0,8,23,2,0,1,2,1 +arrieja01,2014,1,CHN,NL,26,39,3,7,2,1,0,3,0,0,2,16,0,0,6,0,1 +arroybr01,2014,1,ARI,NL,15,27,5,6,0,0,0,0,0,0,0,12,0,0,4,0,0 +arrueer01,2014,1,LAN,NL,22,41,4,8,1,0,0,4,0,0,3,17,0,0,0,1,1 +ascheco01,2014,1,PHI,NL,121,397,43,100,25,0,10,46,0,1,33,102,4,0,3,1,6 +atchisc01,2014,1,CLE,AL,70,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +aumonph01,2014,1,PHI,NL,5,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +avilaal01,2014,1,DET,AL,124,390,44,85,22,0,11,47,0,3,61,151,1,3,1,2,6 +avilalu01,2014,1,ATL,NL,62,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +avilemi01,2014,1,CLE,AL,113,344,38,85,16,1,5,39,14,5,13,49,0,1,11,5,10 +axelrdy01,2014,1,CIN,NL,5,4,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +axforjo01,2014,1,CLE,AL,49,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +axforjo01,2014,2,PIT,NL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +aybarer01,2014,1,LAA,AL,156,589,77,164,30,4,7,68,16,9,36,62,4,5,3,8,10 +badenbu01,2014,1,BOS,AL,70,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +baezja01,2014,1,CHN,NL,52,213,25,36,6,0,9,20,5,1,15,95,0,1,0,0,5 +baezpe01,2014,1,LAN,NL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +baileho02,2014,1,CIN,NL,23,41,3,6,0,0,0,3,0,0,2,18,0,0,8,0,1 +bakerje03,2014,1,MIA,NL,90,208,27,55,10,4,3,28,1,0,13,51,1,1,0,3,8 +bakerjo01,2014,1,CHN,NL,68,182,9,35,7,0,0,15,0,0,19,58,3,2,3,2,3 +bakersc02,2014,1,TEX,AL,25,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +balfogr01,2014,1,TBA,AL,65,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barmecl01,2014,1,PIT,NL,48,102,15,25,5,0,0,7,1,1,9,18,2,4,0,1,2 +barnebr02,2014,1,COL,NL,132,292,37,75,17,4,8,27,5,4,15,100,0,0,6,0,11 +barneda01,2014,1,CHN,NL,72,204,18,47,10,2,2,16,1,0,9,31,2,1,2,1,1 +barneda01,2014,2,LAN,NL,22,33,6,10,1,0,1,7,0,0,8,3,0,3,0,1,0 +barnema01,2014,1,BOS,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barnhtu01,2014,1,CIN,NL,21,54,3,10,0,0,1,1,0,0,4,10,1,0,2,0,0 +barreaa01,2014,1,WAS,NL,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bartlja01,2014,1,MIN,AL,3,3,3,0,0,0,0,0,0,0,0,3,0,1,0,0,0 +bartoda02,2014,1,OAK,AL,30,57,7,9,1,0,0,5,0,0,5,14,0,1,0,1,0 +bassan01,2014,1,HOU,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bassich01,2014,1,CHA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bastaan01,2014,1,PHI,NL,67,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +bauertr01,2014,1,CLE,AL,26,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +bautijo02,2014,1,TOR,AL,155,553,101,158,27,0,35,103,6,2,104,96,11,9,1,6,18 +baxtemi01,2014,1,LAN,NL,4,7,0,0,0,0,0,0,0,0,1,2,0,0,0,0,1 +beatope01,2014,1,ATL,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +beavabl01,2014,1,SEA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +beckejo02,2014,1,LAN,NL,20,39,4,7,3,0,0,2,0,0,1,14,0,0,3,0,0 +beckhgo01,2014,1,CHA,AL,101,390,43,86,24,0,7,36,3,0,19,70,1,5,3,5,12 +beckhgo01,2014,2,LAA,AL,26,56,10,15,3,0,2,8,0,0,3,11,1,2,0,0,5 +bedarer01,2014,1,TBA,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bedroca01,2014,1,LAA,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +beeleda01,2014,1,CHN,NL,2,4,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +beimejo01,2014,1,SEA,AL,56,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +belisma01,2014,1,COL,NL,66,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +belisro01,2014,1,CHA,AL,62,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +belivje01,2014,1,TBA,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bellhe01,2014,1,TBA,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +belltr01,2014,1,CIN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +belnovi01,2014,1,TBA,AL,4,10,1,1,1,0,0,1,0,0,3,3,1,0,0,1,0 +beltbr01,2014,1,SFN,NL,61,214,30,52,8,0,12,27,3,1,18,64,2,2,0,1,4 +beltrad01,2014,1,TEX,AL,148,549,79,178,33,1,19,77,1,1,57,74,13,3,0,5,15 +beltrca01,2014,1,NYA,AL,109,403,46,94,23,0,15,49,3,1,37,80,2,4,0,5,11 +benoijo01,2014,1,SDN,NL,53,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bergmch01,2014,1,COL,NL,10,19,0,1,0,0,0,0,0,0,0,6,0,0,1,0,0 +bernaro01,2014,1,CIN,NL,44,59,3,9,3,0,0,5,2,1,10,16,0,1,1,0,2 +bernaro01,2014,2,LAN,NL,9,7,2,2,0,0,1,4,0,0,0,3,0,2,0,0,0 +bernido01,2014,1,MIN,AL,7,7,2,2,0,0,0,0,0,0,1,2,0,1,0,0,0 +berryqu01,2014,1,BAL,AL,10,2,3,0,0,0,0,0,1,0,0,1,0,0,0,0,0 +betande01,2014,1,NYA,AL,70,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bethach01,2014,1,ATL,NL,31,113,7,28,3,0,0,9,1,1,3,26,0,1,0,0,3 +bettich01,2014,1,COL,NL,21,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +bettsmo01,2014,1,BOS,AL,52,189,34,55,12,1,5,18,7,3,21,31,0,2,1,0,2 +biancje01,2014,1,MIL,NL,29,70,4,12,1,0,0,6,0,0,3,17,0,0,0,1,1 +billibr02,2014,1,NYA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +blackch02,2014,1,COL,NL,154,593,82,171,27,3,19,72,28,10,31,96,5,13,6,5,3 +blackvi01,2014,1,NYN,NL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +blancan01,2014,1,PHI,NL,25,47,4,13,5,0,1,3,0,0,2,6,1,0,4,0,4 +blancgr01,2014,1,SFN,NL,146,393,51,102,18,6,5,38,16,5,41,77,1,3,6,1,4 +blankky01,2014,1,SDN,NL,5,10,1,2,0,0,0,0,0,0,0,3,0,0,0,0,0 +blankky01,2014,2,OAK,AL,21,45,9,15,1,0,2,7,0,0,8,13,0,2,0,1,3 +blevije01,2014,1,WAS,NL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bloomwi01,2014,1,SEA,AL,47,133,15,37,6,0,1,14,1,1,4,32,1,0,1,1,1 +bochybr02,2014,1,SFN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +boescbr01,2014,1,LAA,AL,27,75,6,14,2,0,2,7,3,0,2,19,1,0,0,2,0 +bogaexa01,2014,1,BOS,AL,144,538,60,129,28,1,12,46,2,3,39,138,1,8,2,7,11 +bolsimi01,2014,1,ARI,NL,10,19,1,2,0,0,0,1,0,0,0,7,0,0,1,0,0 +bonifem01,2014,1,CHN,NL,69,276,35,77,14,3,2,18,14,6,16,49,2,0,6,0,1 +bonifem01,2014,2,ATL,NL,41,118,12,25,3,1,1,6,12,2,10,36,0,0,0,0,1 +bonilli01,2014,1,TEX,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bourgja01,2014,1,CIN,NL,18,33,5,8,0,1,0,1,0,0,1,6,0,0,0,0,1 +bourjpe01,2014,1,SLN,NL,119,264,32,61,9,5,4,24,9,3,20,78,1,4,5,1,5 +bourju01,2014,1,MIA,NL,39,74,10,21,3,0,1,11,0,0,9,19,1,0,0,0,0 +bournmi01,2014,1,CLE,AL,106,444,57,114,17,10,3,28,10,6,35,114,1,3,3,2,5 +boxbebr01,2014,1,TBA,AL,63,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +boyerbl01,2014,1,SDN,NL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brachbr01,2014,1,BAL,AL,46,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +bradlja02,2014,1,BOS,AL,127,384,45,76,19,2,1,30,8,0,31,121,1,5,1,2,10 +brantmi02,2014,1,CLE,AL,156,611,94,200,45,2,20,97,23,1,52,56,4,8,0,5,16 +braunry02,2014,1,MIL,NL,135,530,68,141,30,6,19,81,11,5,41,113,3,6,0,3,17 +brentbr01,2014,1,BOS,AL,9,26,5,8,2,0,0,2,0,0,0,9,0,0,0,0,0 +breslcr01,2014,1,BOS,AL,60,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brignre01,2014,1,PHI,NL,37,81,4,18,5,1,1,10,1,1,9,33,1,0,1,0,2 +brittdr01,2014,1,BOS,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brittza01,2014,1,BAL,AL,71,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brookaa01,2014,1,KCA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brothre01,2014,1,COL,NL,74,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brownan02,2014,1,NYN,NL,19,44,6,8,1,0,2,7,0,0,3,15,0,1,0,1,2 +brownbr02,2014,1,COL,NL,28,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +brownco01,2014,1,BOS,AL,3,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +browndo01,2014,1,PHI,NL,144,473,47,111,22,1,10,63,7,1,34,91,4,1,0,4,9 +brownga02,2014,1,SFN,NL,7,7,1,3,0,0,0,1,0,0,0,0,0,0,0,0,0 +broxtjo01,2014,1,CIN,NL,51,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +broxtjo01,2014,2,MIL,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bruceja01,2014,1,CIN,NL,137,493,71,107,21,1,18,66,12,3,44,149,5,2,1,5,8 +buchada01,2014,1,PHI,NL,20,30,2,3,1,0,0,2,0,0,4,10,0,0,5,0,0 +buchaja01,2014,1,HOU,AL,17,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +buchhcl01,2014,1,BOS,AL,28,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +buchtry01,2014,1,ATL,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +buckjo01,2014,1,SEA,AL,27,84,9,19,2,0,1,6,0,0,8,24,0,0,0,0,1 +buckjo01,2014,2,LAA,AL,5,5,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +bucknbi02,2014,1,SDN,NL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +buehrma01,2014,1,TOR,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +buenofr01,2014,1,KCA,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bumgama01,2014,1,SFN,NL,34,66,10,17,2,0,4,15,0,0,2,29,0,1,8,1,0 +burneaj01,2014,1,PHI,NL,34,60,5,8,2,0,0,1,0,0,3,23,0,0,2,0,2 +burnese01,2014,1,LAA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +burnsbi02,2014,1,OAK,AL,13,6,4,1,0,0,0,0,3,1,0,0,0,0,0,0,0 +burtoja01,2014,1,MIN,AL,68,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +buterdr01,2014,1,LAN,NL,61,170,16,32,6,1,3,14,0,0,17,41,1,2,1,2,1 +butlebi03,2014,1,KCA,AL,151,549,57,149,32,0,9,66,0,0,41,96,3,5,0,8,21 +butleda01,2014,1,BOS,AL,7,19,1,4,3,0,0,2,0,0,1,5,0,0,0,0,1 +butleed01,2014,1,COL,NL,3,6,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +butlejo04,2014,1,SLN,NL,6,5,0,0,0,0,0,0,0,0,1,3,0,0,0,0,0 +butleke01,2014,1,SLN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +byrdma01,2014,1,PHI,NL,154,591,71,156,28,2,25,85,3,2,35,185,7,8,0,3,6 +cabrace01,2014,1,NYA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cabreas01,2014,1,CLE,AL,97,378,54,93,22,2,9,40,7,2,27,79,1,7,0,4,11 +cabreas01,2014,2,WAS,NL,49,175,20,40,9,2,5,21,3,0,22,29,1,0,1,2,4 +cabreev01,2014,1,SDN,NL,90,357,36,83,13,1,3,20,18,8,20,86,0,1,9,4,5 +cabreme01,2014,1,TOR,AL,139,568,81,171,35,3,16,73,6,2,43,67,3,3,2,5,19 +cabremi01,2014,1,DET,AL,159,611,101,191,52,1,25,109,1,1,60,117,10,3,0,11,21 +cahiltr01,2014,1,ARI,NL,32,24,0,2,1,0,0,0,0,0,1,5,0,0,4,0,0 +cainlo01,2014,1,KCA,AL,133,471,55,142,29,4,5,53,28,5,24,108,2,4,0,3,9 +cainma01,2014,1,SFN,NL,15,27,1,4,0,0,0,0,0,0,2,13,0,1,0,0,0 +calhoko01,2014,1,LAA,AL,127,493,90,134,31,3,17,58,5,3,38,104,0,2,2,2,5 +callaal01,2014,1,OAK,AL,127,404,37,90,15,0,4,39,0,1,40,50,1,1,0,6,18 +caminar01,2014,1,MIA,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +campato01,2014,1,ARI,NL,26,60,4,9,1,1,0,3,4,1,0,10,0,1,0,0,0 +campato01,2014,2,LAA,AL,18,15,6,5,0,0,0,2,0,1,0,6,0,0,0,0,0 +campber01,2014,1,NYN,NL,85,190,16,50,9,0,3,16,3,0,17,55,0,1,0,3,5 +campole01,2014,1,SDN,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +campsh01,2014,1,PHI,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +canoro01,2014,1,SEA,AL,157,595,77,187,37,2,14,82,10,3,61,68,20,6,0,3,19 +cappsca01,2014,1,MIA,NL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +capuach01,2014,1,BOS,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +capuach01,2014,2,NYA,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +carlybu01,2014,1,NYN,NL,27,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +carmofa01,2014,1,PHI,NL,23,36,0,2,0,0,0,1,0,0,0,17,0,0,7,0,0 +carmofa01,2014,2,LAN,NL,9,13,1,2,0,0,0,1,0,0,0,7,0,0,2,0,0 +carpeda01,2014,1,ATL,NL,65,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +carpeda02,2014,1,LAA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +carpema01,2014,1,SLN,NL,158,595,99,162,33,2,8,59,5,3,95,111,2,8,2,9,3 +carpmi01,2014,1,BOS,AL,42,86,9,17,5,1,0,9,0,1,11,17,0,5,0,1,5 +carpmi01,2014,2,TEX,AL,17,40,2,5,0,0,0,4,0,0,5,14,0,0,0,1,1 +carraca01,2014,1,CLE,AL,40,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +carreez01,2014,1,DET,AL,45,69,12,18,4,1,0,2,7,1,3,14,1,1,0,0,2 +carrosc02,2014,1,CHA,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cartech02,2014,1,HOU,AL,145,507,68,115,21,1,37,88,5,2,56,182,6,5,0,4,12 +casalcu01,2014,1,TBA,AL,30,72,10,12,3,0,0,3,0,0,8,23,0,2,2,0,2 +cashnan01,2014,1,SDN,NL,23,35,3,6,1,1,0,2,0,0,1,14,0,0,6,0,0 +casilal01,2014,1,BAL,AL,1,4,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +casteni01,2014,1,DET,AL,148,533,50,138,31,4,11,66,2,2,36,140,3,3,0,7,7 +castiru01,2014,1,BOS,AL,10,36,6,12,1,0,2,6,3,0,3,6,0,1,0,0,0 +castiwe01,2014,1,CHN,NL,110,380,28,90,19,0,13,46,0,0,26,102,0,7,2,2,7 +castrja01,2014,1,HOU,AL,126,465,43,103,21,2,14,56,1,0,34,151,1,9,1,3,11 +castrst01,2014,1,CHN,NL,134,528,58,154,33,1,14,65,4,4,35,100,4,4,0,2,18 +cecchga01,2014,1,BOS,AL,11,31,6,8,3,0,1,4,0,0,3,11,0,2,0,0,0 +cecilbr01,2014,1,TOR,AL,66,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cedenro02,2014,1,PHI,NL,7,9,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +cedenxa01,2014,1,WAS,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +centeju01,2014,1,NYN,NL,10,30,1,6,0,0,0,2,0,0,3,5,0,0,0,0,2 +cervefr01,2014,1,NYA,AL,49,146,18,44,11,1,2,13,1,0,11,41,0,5,0,0,5 +cespeyo01,2014,1,OAK,AL,101,399,62,102,26,3,17,67,3,2,28,80,3,1,0,4,8 +cespeyo01,2014,2,BOS,AL,51,201,27,54,10,3,5,33,4,0,7,48,0,2,0,3,5 +chacijh01,2014,1,COL,NL,12,15,2,5,1,0,0,0,0,0,1,4,0,0,1,0,0 +chafian01,2014,1,ARI,NL,3,2,0,1,0,0,0,1,0,0,0,1,0,0,0,0,0 +chambjo03,2014,1,DET,AL,69,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +chapmar01,2014,1,CIN,NL,54,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chapmke02,2014,1,HOU,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chatwty01,2014,1,COL,NL,4,10,0,1,0,0,0,0,0,0,0,5,0,0,0,0,0 +chaveen01,2014,1,SEA,AL,80,232,22,64,12,2,2,23,5,2,15,30,0,0,9,2,2 +chaveer01,2014,1,ARI,NL,44,69,6,17,3,1,3,8,2,0,11,19,0,0,0,1,2 +chaveje01,2014,1,OAK,AL,32,3,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +chenbr01,2014,1,KCA,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chenwe02,2014,1,BAL,AL,31,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +chiriro01,2014,1,TEX,AL,93,306,36,73,15,0,13,40,0,1,17,71,1,7,4,4,4 +chiselo01,2014,1,CLE,AL,142,478,62,134,29,1,13,59,3,1,39,99,3,8,4,3,8 +choatra01,2014,1,SLN,NL,61,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +choicmi01,2014,1,TEX,AL,86,253,20,46,6,1,9,36,1,0,21,69,0,3,0,3,11 +choosh01,2014,1,TEX,AL,123,455,58,110,19,1,13,40,3,4,58,131,3,12,0,4,9 +chrisni01,2014,1,CIN,NL,10,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cingrto01,2014,1,CIN,NL,13,21,0,3,0,0,0,0,0,0,0,5,0,0,1,0,0 +ciriape01,2014,1,KCA,AL,25,47,7,10,2,0,0,2,4,0,0,9,0,1,1,0,2 +cishest01,2014,1,MIA,NL,67,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cisnejo01,2014,1,HOU,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +claibpr01,2014,1,NYA,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +clarkma02,2014,1,MIL,NL,16,27,4,5,0,0,3,7,0,0,2,8,2,0,0,2,1 +claudal01,2014,1,TEX,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clemepa02,2014,1,HOU,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cletoma01,2014,1,CHA,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clevest01,2014,1,BAL,AL,35,89,8,20,8,1,0,8,0,0,8,19,1,0,0,0,5 +clippty01,2014,1,WAS,NL,75,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cobbal01,2014,1,TBA,AL,27,8,0,1,1,0,0,1,0,0,0,2,0,1,0,0,0 +coghlch01,2014,1,CHN,NL,125,385,50,109,28,5,9,41,7,4,39,81,2,3,3,2,5 +cokeph01,2014,1,DET,AL,62,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +colabch01,2014,1,MIN,AL,59,205,17,47,13,0,6,39,0,2,14,66,1,1,0,0,2 +colege01,2014,1,PIT,NL,23,46,3,8,0,0,1,2,0,0,2,17,0,0,4,0,2 +colemca01,2014,1,KCA,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +colemlo01,2014,1,KCA,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +colliti01,2014,1,KCA,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +collity01,2014,1,DET,AL,18,24,3,6,0,0,1,4,0,0,1,4,0,0,0,0,1 +collmjo01,2014,1,ARI,NL,33,54,2,6,2,0,0,2,0,0,3,15,0,0,1,0,1 +colomal01,2014,1,TBA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +colonba01,2014,1,NYN,NL,31,62,3,2,1,0,0,0,0,0,0,33,0,0,7,0,0 +colonch01,2014,1,KCA,AL,21,45,8,15,5,1,0,6,2,0,3,4,0,0,1,0,1 +colvity01,2014,1,SFN,NL,57,139,16,31,10,3,2,18,1,0,8,45,0,1,0,1,3 +congeha01,2014,1,LAA,AL,80,231,24,51,12,0,4,25,0,2,22,57,0,2,4,1,6 +conrabr01,2014,1,SDN,NL,13,30,2,3,1,0,1,2,0,0,3,14,0,0,0,1,0 +constjo01,2014,1,ATL,NL,12,4,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +contrca01,2014,1,CIN,NL,17,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +cookry01,2014,1,OAK,AL,54,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +corcida01,2014,1,CIN,NL,5,3,0,1,0,0,0,0,0,0,0,0,0,0,2,0,0 +cordier01,2014,1,SFN,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +corpoca01,2014,1,HOU,AL,55,170,22,40,6,0,6,19,0,0,14,37,0,3,1,2,3 +correke01,2014,1,MIN,AL,23,5,0,1,1,0,0,1,0,0,0,1,0,0,0,0,0 +correke01,2014,2,LAN,NL,9,6,1,2,0,0,0,0,0,0,0,2,0,0,0,0,0 +cosarja01,2014,1,HOU,AL,20,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cosarja01,2014,2,MIA,NL,10,18,1,4,0,0,0,0,0,0,0,7,0,0,3,0,1 +cottsne01,2014,1,TEX,AL,73,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +couloda01,2014,1,LAN,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cowgico01,2014,1,LAA,AL,106,260,37,65,10,1,5,21,4,0,26,74,0,5,2,0,4 +cozarza01,2014,1,CIN,NL,147,506,48,112,18,5,4,38,7,0,25,79,3,7,5,0,13 +craigal01,2014,1,SLN,NL,97,367,34,87,17,1,7,44,1,1,26,77,0,3,0,2,11 +craigal01,2014,2,BOS,AL,29,94,7,12,3,0,1,2,1,0,9,36,0,4,0,0,3 +crawfbr01,2014,1,SFN,NL,153,491,54,121,20,10,10,69,5,3,59,129,10,2,2,10,4 +crawfca02,2014,1,LAN,NL,105,343,56,103,14,3,8,46,23,6,16,55,0,6,0,4,5 +crispco01,2014,1,OAK,AL,126,463,68,114,21,3,9,47,19,5,66,66,2,0,1,6,3 +crockky01,2014,1,CLE,AL,44,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +croncj01,2014,1,LAA,AL,79,242,28,62,12,1,11,37,0,0,10,61,0,1,0,0,10 +crowaa01,2014,1,KCA,AL,67,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cruzne02,2014,1,BAL,AL,159,613,87,166,32,2,40,108,4,5,55,140,8,5,0,5,17 +cruzto03,2014,1,SLN,NL,50,135,11,27,5,0,1,17,0,3,13,28,1,0,2,0,6 +cuddymi01,2014,1,COL,NL,49,190,32,63,15,1,10,31,3,0,14,30,0,0,0,1,5 +cuetojo01,2014,1,CIN,NL,34,68,3,9,0,0,0,3,0,0,2,20,0,0,12,0,1 +culbech01,2014,1,COL,NL,95,210,17,41,7,2,3,24,2,2,12,62,2,5,4,2,6 +cumptbr01,2014,1,PIT,NL,16,17,1,2,0,0,0,1,0,0,1,7,0,0,2,0,0 +daleyma01,2014,1,NYA,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +danksjo01,2014,1,CHA,AL,32,3,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +danksjo02,2014,1,CHA,AL,51,117,14,26,2,0,2,10,5,3,14,46,1,0,0,1,1 +darnach01,2014,1,PIT,NL,8,0,2,0,0,0,0,0,0,2,0,0,0,0,0,0,0 +darnatr01,2014,1,NYN,NL,108,385,48,93,22,3,13,41,1,0,32,64,5,2,1,1,15 +darnelo01,2014,1,MIN,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +darviyu01,2014,1,TEX,AL,22,5,0,1,1,0,0,0,0,0,0,2,0,0,0,0,0 +davisch02,2014,1,BAL,AL,127,450,65,88,16,0,26,72,2,1,60,173,9,9,1,5,2 +davisik02,2014,1,NYN,NL,12,24,4,5,1,0,1,5,0,0,6,4,0,0,0,0,0 +davisik02,2014,2,PIT,NL,131,336,39,79,18,0,10,46,0,4,57,74,3,0,0,4,8 +daviskh01,2014,1,MIL,NL,144,501,70,122,37,2,22,69,4,1,32,122,0,10,0,6,13 +davisra01,2014,1,DET,AL,134,461,64,130,27,2,8,51,36,11,22,75,0,5,3,3,7 +daviswa01,2014,1,KCA,AL,71,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +deazaal01,2014,1,CHA,AL,122,395,45,96,19,5,5,31,15,7,33,100,2,6,2,3,6 +deazaal01,2014,2,BAL,AL,20,82,11,24,5,3,3,10,2,3,6,19,0,0,1,0,1 +deckeja01,2014,1,PIT,NL,5,5,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +dedunsa01,2014,1,MIN,AL,30,4,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +dedunsa01,2014,2,HOU,AL,5,1,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0 +defraju01,2014,1,PHI,NL,54,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +degroja01,2014,1,NYN,NL,23,46,3,10,2,0,0,2,0,0,1,13,0,0,6,0,2 +dejesda01,2014,1,TBA,AL,83,238,24,59,15,2,6,19,0,3,30,43,1,5,0,0,7 +delabst01,2014,1,TOR,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +delarda01,2014,1,LAA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +delareu01,2014,1,ARI,NL,25,2,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +delarjo01,2014,1,COL,NL,32,60,5,9,0,0,0,1,0,0,1,26,0,0,6,0,1 +delarru01,2014,1,BOS,AL,19,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +deleojo02,2014,1,HOU,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +delgara01,2014,1,ARI,NL,47,9,0,1,0,0,0,0,0,0,0,4,0,0,2,0,0 +dendema01,2014,1,NYN,NL,53,152,23,38,11,0,0,7,7,4,21,34,0,1,0,0,1 +denniry01,2014,1,CIN,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +denorch01,2014,1,SDN,NL,89,248,25,60,10,3,1,16,8,1,18,51,0,0,2,0,4 +denorch01,2014,2,SEA,AL,32,82,11,16,2,1,2,5,1,2,7,19,0,0,0,1,2 +descada01,2014,1,SLN,NL,104,161,20,39,11,0,0,10,1,3,20,33,0,2,1,0,2 +desclan01,2014,1,MIA,NL,13,10,1,1,0,0,0,2,0,0,1,3,0,0,0,0,1 +desmoia01,2014,1,WAS,NL,154,593,73,151,26,3,24,91,24,5,46,183,0,6,0,3,17 +despaod01,2014,1,SDN,NL,16,24,0,0,0,0,0,0,0,0,1,10,0,0,3,0,0 +detwiro01,2014,1,WAS,NL,47,2,1,0,0,0,0,0,0,0,1,1,0,0,1,0,0 +diazja01,2014,1,LAA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +diazjo02,2014,1,TOR,AL,23,38,3,6,1,0,0,4,1,0,3,14,0,2,2,0,1 +diazju03,2014,1,CIN,NL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dickech01,2014,1,CLE,AL,41,98,12,22,4,0,2,6,3,0,12,38,0,0,2,0,2 +dickeco01,2014,1,COL,NL,131,436,74,136,27,6,24,76,8,7,37,101,6,1,0,4,6 +dickera01,2014,1,TOR,AL,35,9,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +diekmja01,2014,1,PHI,NL,73,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dietrde01,2014,1,MIA,NL,49,158,31,36,6,2,5,17,1,0,13,38,0,10,2,0,1 +dobbsgr01,2014,1,MIA,NL,15,13,0,1,0,0,0,0,0,0,0,4,0,0,0,0,0 +dobbsgr01,2014,2,WAS,NL,21,28,0,6,1,0,0,2,0,0,1,4,0,0,0,1,0 +dominch01,2014,1,SFN,NL,8,17,1,1,0,0,1,2,0,0,1,4,1,0,0,0,2 +dominjo01,2014,1,LAN,NL,5,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +dominma01,2014,1,HOU,AL,157,564,51,121,17,0,16,57,0,1,29,125,2,5,2,7,23 +donaljo02,2014,1,OAK,AL,158,608,93,155,31,2,29,98,8,0,76,130,5,7,0,4,16 +doolise01,2014,1,OAK,AL,62,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +doubrfe01,2014,1,BOS,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +doubrfe01,2014,2,CHN,NL,4,7,0,1,0,0,0,0,0,0,1,5,0,0,0,0,0 +doumiry01,2014,1,ATL,NL,100,157,11,31,4,0,5,17,1,0,7,49,1,1,0,1,1 +downsda02,2014,1,HOU,AL,45,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +downssc01,2014,1,CHA,AL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +downssc01,2014,2,KCA,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +doziebr01,2014,1,MIN,AL,156,598,112,145,33,1,23,71,21,7,89,129,1,9,3,8,8 +drabeky01,2014,1,TOR,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +drewst01,2014,1,BOS,AL,39,131,11,23,6,1,4,11,1,1,14,39,2,0,0,0,1 +drewst01,2014,2,NYA,AL,46,140,7,21,8,0,3,15,0,0,13,36,1,0,0,2,0 +dudalu01,2014,1,NYN,NL,153,514,74,130,27,0,30,92,3,2,69,135,8,9,0,4,9 +duensbr01,2014,1,MIN,AL,62,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +duffyda01,2014,1,KCA,AL,31,6,1,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +duffyma01,2014,1,SFN,NL,34,60,5,16,2,0,0,8,0,1,1,14,0,2,1,0,1 +dukeza01,2014,1,MIL,NL,74,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +dunnad01,2014,1,CHA,AL,106,363,43,80,17,0,20,54,1,1,65,132,5,3,0,4,5 +dunnad01,2014,2,OAK,AL,25,66,6,14,1,0,2,10,0,0,6,27,0,4,0,0,0 +dunnija01,2014,1,SFN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dunnmi01,2014,1,MIA,NL,75,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +duvalad01,2014,1,SFN,NL,28,73,8,14,2,0,3,5,0,0,3,20,0,1,0,0,0 +dysonja01,2014,1,KCA,AL,120,260,33,70,4,4,1,24,36,7,22,52,0,0,6,2,5 +dysonsa01,2014,1,MIA,NL,31,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +eatonad02,2014,1,CHA,AL,123,486,76,146,26,10,1,35,15,9,43,83,0,5,2,2,4 +edginjo01,2014,1,NYN,NL,47,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +edwarjo02,2014,1,TEX,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +elbersc01,2014,1,LAN,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +eliasro01,2014,1,SEA,AL,29,4,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +ellisaj01,2014,1,LAN,NL,93,283,21,54,9,0,3,25,0,0,53,57,5,4,3,4,15 +ellisma01,2014,1,SLN,NL,73,178,15,32,6,0,0,12,4,1,14,38,3,4,4,2,0 +ellsbja01,2014,1,NYA,AL,149,575,71,156,27,5,16,70,39,5,49,93,5,3,0,7,9 +elmorja01,2014,1,CIN,NL,5,11,0,2,0,0,0,0,0,0,1,4,0,0,0,0,0 +encared01,2014,1,TOR,AL,128,477,75,128,27,2,34,98,2,0,62,82,6,2,0,1,18 +eovalna01,2014,1,MIA,NL,33,56,1,5,0,0,0,0,0,0,1,36,0,0,7,0,0 +erlinro01,2014,1,SDN,NL,13,18,0,2,0,0,0,1,0,0,1,6,0,0,0,0,0 +escobal02,2014,1,KCA,AL,162,579,74,165,34,5,3,50,31,6,23,83,1,6,8,4,12 +escobed01,2014,1,MIN,AL,133,433,52,119,35,2,6,37,1,1,24,93,1,2,4,2,6 +escobed02,2014,1,BOS,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +escobyu01,2014,1,TBA,AL,137,476,33,123,18,0,7,39,1,1,43,60,3,4,4,2,15 +espinda01,2014,1,WAS,NL,114,333,31,73,14,3,8,27,8,1,18,122,5,12,0,1,5 +estrama01,2014,1,MIL,NL,39,32,0,3,0,0,0,2,0,0,3,13,0,0,5,0,1 +ethiean01,2014,1,LAN,NL,130,341,29,85,17,6,4,42,2,2,31,74,3,6,1,1,5 +evansni01,2014,1,ARI,NL,18,22,2,6,2,0,2,7,0,0,1,10,0,0,0,0,0 +evelada01,2014,1,NYN,NL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +faluir01,2014,1,MIL,NL,11,10,0,0,0,0,0,1,0,0,1,1,0,0,0,1,1 +faluir01,2014,2,SDN,NL,11,20,0,3,0,0,0,0,1,0,3,4,1,0,0,0,1 +familje01,2014,1,NYN,NL,76,3,0,2,0,0,0,1,0,0,0,0,0,0,0,0,0 +farmebu01,2014,1,DET,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +farnsky01,2014,1,NYN,NL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +farnsky01,2014,2,HOU,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +farquda01,2014,1,SEA,AL,67,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +federti01,2014,1,LAN,NL,23,71,2,8,3,0,1,5,0,0,3,18,0,1,2,1,3 +feierry01,2014,1,TEX,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +feldmsc01,2014,1,HOU,AL,29,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +felizne01,2014,1,TEX,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fernajo02,2014,1,MIA,NL,8,16,1,2,0,0,0,1,0,0,0,6,0,0,2,0,0 +fieldjo03,2014,1,HOU,AL,54,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fieldpr01,2014,1,TEX,AL,42,150,19,37,8,0,3,16,0,0,25,24,11,2,0,1,5 +fienca01,2014,1,MIN,AL,73,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fiersmi01,2014,1,MIL,NL,14,19,0,1,0,0,0,0,0,0,0,11,0,0,7,0,0 +fifest01,2014,1,LAN,NL,1,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +figaral01,2014,1,MIL,NL,6,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +figgich01,2014,1,LAN,NL,38,60,8,13,3,0,0,1,4,1,14,15,0,1,1,0,0 +figueco01,2014,1,TBA,AL,23,43,6,10,2,1,0,6,0,0,4,4,0,0,0,2,0 +figuepe01,2014,1,TEX,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +finnebr01,2014,1,KCA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fistedo01,2014,1,WAS,NL,26,52,3,4,1,0,0,0,0,0,1,21,0,0,9,0,0 +flahery01,2014,1,BAL,AL,102,281,33,62,15,1,7,32,1,0,22,68,2,5,3,1,3 +flandyo01,2014,1,COL,NL,16,12,0,1,0,0,0,1,0,0,1,6,0,0,4,0,0 +florewi01,2014,1,NYN,NL,78,259,28,65,13,1,6,29,1,0,12,31,2,1,1,1,6 +floripe01,2014,1,MIN,AL,33,76,7,7,1,1,0,1,6,0,8,22,0,0,2,0,2 +flowety01,2014,1,CHA,AL,127,407,42,98,16,1,15,50,0,1,25,159,0,8,1,1,10 +floydga01,2014,1,ATL,NL,9,18,0,2,0,0,0,0,0,0,0,12,0,0,0,0,0 +flynnbr01,2014,1,MIA,NL,2,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +foltymi01,2014,1,HOU,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fornaer01,2014,1,SLN,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +forsylo01,2014,1,TBA,AL,110,301,32,67,12,1,6,26,2,0,25,71,0,4,2,4,9 +fowlede01,2014,1,HOU,AL,116,434,61,120,21,4,8,35,11,4,66,108,2,3,1,1,6 +francfr01,2014,1,CHA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +francje01,2014,1,CIN,NL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +francje01,2014,2,OAK,AL,9,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +francje01,2014,3,NYA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +francje02,2014,1,SDN,NL,10,24,2,2,0,0,0,1,0,0,3,7,0,0,0,1,0 +francju02,2014,1,TOR,AL,106,287,40,63,16,2,16,43,0,2,27,116,0,3,0,3,6 +francma02,2014,1,PHI,NL,16,56,5,10,2,0,0,5,0,0,1,13,0,0,0,1,1 +frandke01,2014,1,WAS,NL,105,220,17,57,8,0,1,17,0,0,6,26,0,7,2,1,7 +frankni01,2014,1,SEA,AL,17,47,3,6,0,1,0,2,1,0,3,21,0,1,0,1,0 +frankni01,2014,2,TBA,AL,11,34,4,7,2,0,1,4,1,0,3,11,0,0,0,1,2 +frasoja01,2014,1,TEX,AL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +frasoja01,2014,2,KCA,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +frazito01,2014,1,CIN,NL,157,597,88,163,22,1,29,80,20,8,52,139,2,7,0,4,9 +freemfr01,2014,1,ATL,NL,162,607,93,175,43,4,18,78,3,4,90,145,4,8,0,3,18 +freemsa01,2014,1,SLN,NL,44,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +freesda01,2014,1,LAA,AL,134,462,53,120,25,1,10,55,1,3,38,124,0,6,0,5,10 +freimna01,2014,1,OAK,AL,36,87,12,19,5,0,5,15,0,0,5,23,1,1,0,0,6 +friasca01,2014,1,LAN,NL,15,7,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +friedch01,2014,1,COL,NL,16,5,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +frierer01,2014,1,LAA,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +frierer01,2014,2,PIT,NL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fryerer01,2014,1,MIN,AL,28,75,11,16,4,0,1,5,1,0,5,15,0,1,0,0,0 +fujikky01,2014,1,CHN,NL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fuldsa01,2014,1,OAK,AL,7,30,5,6,0,2,2,4,1,0,3,6,0,0,0,0,0 +fuldsa01,2014,2,MIN,AL,53,164,15,45,10,0,1,17,12,3,26,29,1,0,3,2,0 +fuldsa01,2014,3,OAK,AL,53,157,20,33,6,2,1,15,8,1,14,28,1,0,3,0,2 +furbuch01,2014,1,SEA,AL,67,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +furcara01,2014,1,MIA,NL,9,35,4,6,0,1,0,2,0,0,2,7,0,0,0,0,1 +gallayo01,2014,1,MIL,NL,33,54,1,6,1,0,0,1,0,0,1,18,0,0,5,0,1 +galvifr01,2014,1,PHI,NL,43,119,14,21,3,1,4,12,1,0,8,30,0,0,0,1,0 +garcefr01,2014,1,SDN,NL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +garciav01,2014,1,CHA,AL,46,172,19,42,8,0,7,29,4,1,14,44,1,2,0,2,5 +garcigr01,2014,1,SLN,NL,14,14,2,2,1,0,0,1,0,0,1,6,0,3,0,0,0 +garcija01,2014,1,SFN,NL,54,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +garcija02,2014,1,SLN,NL,8,12,2,3,0,0,0,0,0,0,0,2,0,1,3,0,0 +garcile02,2014,1,CHA,AL,74,145,13,24,3,0,1,6,11,1,5,48,1,0,4,1,6 +garcilu03,2014,1,PHI,NL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +garciyi01,2014,1,LAN,NL,8,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gardnbr01,2014,1,NYA,AL,148,555,87,142,25,8,17,58,21,5,56,134,0,6,13,6,3 +garzama01,2014,1,MIL,NL,27,49,2,3,1,0,0,0,0,0,1,21,0,0,7,0,0 +gattiev01,2014,1,ATL,NL,108,369,41,97,17,1,22,52,0,0,22,97,3,8,0,2,9 +gausmke01,2014,1,BAL,AL,20,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +geedi01,2014,1,NYN,NL,22,38,1,1,0,0,0,1,0,0,2,17,0,0,3,0,0 +geltzst01,2014,1,TBA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gennesc01,2014,1,MIL,NL,137,440,55,127,31,3,9,54,6,3,22,67,5,0,8,4,11 +gentrcr01,2014,1,OAK,AL,94,232,38,59,6,1,0,12,20,2,17,44,2,5,2,0,2 +germaju01,2014,1,TEX,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +germego01,2014,1,NYN,NL,25,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +getzch01,2014,1,TOR,AL,10,25,1,4,1,0,0,0,2,0,1,4,0,1,1,0,1 +giambja01,2014,1,CLE,AL,26,60,3,8,2,0,2,5,0,0,9,12,2,1,0,0,3 +giavojo01,2014,1,KCA,AL,12,37,8,8,1,0,1,5,0,1,1,5,0,2,0,1,1 +gibsoky01,2014,1,MIN,AL,31,4,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +gileske01,2014,1,PHI,NL,44,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gillaco01,2014,1,CHA,AL,130,464,50,131,31,5,7,57,0,4,36,78,4,3,0,3,5 +gilleco01,2014,1,SEA,AL,34,71,9,18,2,0,1,5,2,2,6,13,0,0,1,0,3 +gilleco01,2014,2,TOR,AL,1,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gimench01,2014,1,TEX,AL,34,107,13,28,10,0,0,11,0,1,11,26,1,0,0,0,3 +gimench01,2014,2,CLE,AL,8,9,0,0,0,0,0,0,0,0,1,3,0,0,0,0,0 +gindlca01,2014,1,MIL,NL,8,19,0,3,0,0,0,0,0,0,4,5,0,0,0,0,0 +glennbr01,2014,1,TOR,AL,6,15,0,1,0,0,0,0,0,0,1,5,0,0,0,0,0 +goebbja01,2014,1,SDN,NL,51,101,12,22,1,3,1,10,2,1,12,32,3,2,0,0,0 +goedder01,2014,1,NYN,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +goinsry01,2014,1,TOR,AL,67,181,14,34,6,3,1,15,0,1,5,42,0,0,6,1,4 +goldspa01,2014,1,ARI,NL,109,406,75,122,39,1,19,69,9,3,64,110,10,2,0,3,10 +gomesbr01,2014,1,TBA,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gomesjo01,2014,1,BOS,AL,78,209,22,49,7,0,6,32,0,0,26,70,0,6,0,5,5 +gomesjo01,2014,2,OAK,AL,34,64,6,15,1,0,0,5,0,0,9,18,2,0,0,2,1 +gomesya01,2014,1,CLE,AL,135,485,61,135,25,3,21,74,0,0,24,120,3,3,0,6,13 +gomezca01,2014,1,MIL,NL,148,574,95,163,34,4,23,73,34,12,47,141,0,19,1,3,10 +gomezhe01,2014,1,MIL,NL,15,20,2,3,1,0,0,1,0,0,1,9,0,0,0,0,0 +gomezje01,2014,1,PIT,NL,44,1,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0 +gonzaad01,2014,1,LAN,NL,159,591,83,163,41,0,27,116,1,1,56,112,9,2,0,11,13 +gonzaal02,2014,1,DET,AL,9,30,4,5,0,1,0,2,0,0,2,4,0,0,0,0,2 +gonzaca01,2014,1,COL,NL,70,260,35,62,15,1,11,38,3,0,19,70,2,1,0,1,7 +gonzagi01,2014,1,WAS,NL,27,46,3,4,1,0,1,2,0,0,0,26,0,0,6,0,0 +gonzama01,2014,1,HOU,AL,103,285,33,79,15,1,6,23,2,4,17,58,0,4,4,0,6 +gonzama02,2014,1,SLN,NL,10,10,1,3,2,0,0,0,0,0,0,2,0,0,2,0,0 +gonzami03,2014,1,BAL,AL,27,5,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +gonzami05,2014,1,PHI,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gordoal01,2014,1,KCA,AL,156,563,87,150,34,1,19,74,12,3,65,126,5,11,0,4,11 +gordode01,2014,1,LAN,NL,148,609,92,176,24,12,2,34,64,19,31,107,0,4,3,3,3 +gorete01,2014,1,KCA,AL,11,1,5,0,0,0,0,0,5,0,0,0,0,1,0,0,0 +gorzeto01,2014,1,MIL,NL,23,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +gosean01,2014,1,TOR,AL,94,239,31,54,8,1,2,13,15,5,25,74,0,5,4,1,9 +gosewtu01,2014,1,ARI,NL,41,129,6,29,8,0,1,7,0,0,3,24,0,0,0,0,6 +gosseph01,2014,1,ATL,NL,46,128,17,34,4,0,1,3,2,2,5,27,0,2,1,0,1 +grandcu01,2014,1,NYN,NL,155,564,73,128,27,2,20,66,8,2,79,141,1,6,0,5,1 +grandya01,2014,1,SDN,NL,128,377,47,85,19,1,15,49,3,0,58,115,1,2,0,6,7 +graveke01,2014,1,TOR,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grayso01,2014,1,OAK,AL,33,2,0,0,0,0,0,0,0,0,0,1,0,0,2,0,0 +greengr01,2014,1,LAA,AL,43,99,7,27,5,0,1,11,1,4,2,20,0,0,0,2,3 +greenni02,2014,1,SLN,NL,19,5,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +greensh02,2014,1,NYA,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gregelu01,2014,1,OAK,AL,72,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +greggke01,2014,1,MIA,NL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gregodi01,2014,1,ARI,NL,80,270,35,61,9,5,6,27,3,0,22,52,3,3,2,2,1 +greinza01,2014,1,LAN,NL,32,60,5,12,6,0,1,3,0,0,5,11,0,0,4,0,0 +grichra01,2014,1,SLN,NL,47,110,11,27,6,1,3,8,0,2,5,31,0,0,1,0,4 +grillja01,2014,1,PIT,NL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grillja01,2014,2,LAA,AL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grimmju01,2014,1,CHN,NL,73,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +grossro01,2014,1,HOU,AL,103,360,42,84,14,2,6,37,9,3,55,105,1,2,3,2,7 +grubeja01,2014,1,LAA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guerral01,2014,1,LAN,NL,11,13,0,1,0,0,0,0,0,0,0,6,0,0,0,0,0 +guerrja01,2014,1,CHA,AL,42,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guerrma02,2014,1,MIN,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guilmpr01,2014,1,BAL,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guthrje01,2014,1,KCA,AL,33,5,0,0,0,0,0,0,0,0,0,1,0,1,1,0,0 +gutieju01,2014,1,SFN,NL,61,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +guyerbr01,2014,1,TBA,AL,97,259,37,69,15,1,3,26,6,1,16,52,0,11,7,1,3 +guzmaje01,2014,1,HOU,AL,69,165,10,31,4,0,2,9,3,0,19,52,0,0,0,0,4 +gwynnto02,2014,1,PHI,NL,80,105,14,16,2,1,0,3,3,0,15,23,1,1,6,0,0 +gyorkje01,2014,1,SDN,NL,111,400,37,84,17,1,10,51,3,2,36,100,1,4,0,3,8 +hagadni01,2014,1,CLE,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hagenbr01,2014,1,ARI,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +haguema01,2014,1,PIT,NL,3,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1 +hahnje01,2014,1,SDN,NL,15,22,1,2,0,0,0,1,0,0,0,12,0,0,2,0,0 +hairssc01,2014,1,WAS,NL,61,77,6,16,4,0,1,8,0,0,4,26,0,2,0,4,2 +haleda02,2014,1,ATL,NL,45,17,1,1,0,0,0,1,0,0,0,8,0,0,1,1,0 +hamelco01,2014,1,PHI,NL,30,62,1,13,2,0,0,0,0,0,0,28,0,0,7,0,0 +hamilbi02,2014,1,CIN,NL,152,563,72,141,25,8,6,48,56,23,34,117,0,1,9,4,1 +hamiljo03,2014,1,LAA,AL,89,338,43,89,21,0,10,44,3,3,32,108,5,5,0,6,2 +hammeja01,2014,1,CHN,NL,17,35,2,5,0,0,0,3,0,0,1,14,0,0,3,0,1 +hammeja01,2014,2,OAK,AL,13,2,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0 +handbr01,2014,1,MIA,NL,32,27,0,1,0,0,0,1,0,0,0,7,0,0,4,0,0 +hanigry01,2014,1,TBA,AL,84,225,18,49,9,0,5,34,1,0,31,39,0,3,2,2,6 +hannaja01,2014,1,CIN,NL,26,48,3,9,3,0,0,2,0,0,2,17,0,0,0,0,2 +happja01,2014,1,TOR,AL,30,4,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +haranaa01,2014,1,ATL,NL,33,61,2,5,0,0,0,1,0,0,1,29,0,0,9,0,2 +hardybl01,2014,1,DET,AL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hardyjj01,2014,1,BAL,AL,141,529,56,142,28,0,9,52,0,0,29,104,1,4,3,4,12 +harenda01,2014,1,LAN,NL,32,54,2,10,1,0,0,5,0,0,3,20,0,0,3,0,1 +harpebr03,2014,1,WAS,NL,100,352,41,96,10,2,13,32,2,2,38,104,4,1,3,1,6 +harrelu01,2014,1,HOU,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +harrijo05,2014,1,PIT,NL,143,520,77,164,38,7,13,52,18,7,22,81,1,4,2,2,6 +harrima01,2014,1,TEX,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +harriwi02,2014,1,ARI,NL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hartco01,2014,1,SEA,AL,68,232,17,47,9,0,6,21,2,0,16,59,1,6,0,1,1 +hassaal01,2014,1,BOS,AL,3,8,1,1,0,0,0,0,0,0,1,5,0,0,0,0,0 +hatchch02,2014,1,MIA,NL,52,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hawkila01,2014,1,COL,NL,57,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +hayesbr01,2014,1,KCA,AL,27,52,3,7,1,0,1,2,0,0,1,12,0,0,0,0,1 +headlch01,2014,1,SDN,NL,77,279,27,64,12,1,7,32,4,1,22,73,0,5,0,1,12 +headlch01,2014,2,NYA,AL,58,191,28,50,8,0,6,17,3,2,29,49,1,4,0,0,5 +heanean01,2014,1,MIA,NL,7,8,0,1,0,0,0,0,0,0,0,2,0,0,1,0,0 +hechaad01,2014,1,MIA,NL,146,536,53,148,20,10,1,34,7,5,26,86,5,1,4,6,21 +heisech01,2014,1,CIN,NL,119,275,34,61,15,2,8,22,9,2,15,64,0,2,5,2,3 +hellije01,2014,1,TBA,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hembrhe01,2014,1,BOS,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hendeji01,2014,1,MIL,NL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hendrky01,2014,1,CHN,NL,14,24,1,3,0,0,0,1,0,0,3,11,0,0,3,0,0 +hendrli01,2014,1,TOR,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hendrli01,2014,2,KCA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hernace02,2014,1,PHI,NL,66,114,13,27,2,0,1,4,1,1,9,33,1,0,1,1,1 +hernaen02,2014,1,HOU,AL,24,81,10,23,4,2,1,8,0,0,8,11,0,0,0,0,0 +hernaen02,2014,2,MIA,NL,18,40,3,7,2,1,2,6,0,0,4,10,0,1,0,0,1 +hernafe02,2014,1,SEA,AL,34,2,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +hernape02,2014,1,COL,NL,1,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +herredi01,2014,1,NYN,NL,18,59,6,13,0,1,3,11,0,0,7,17,0,0,0,0,3 +herreel01,2014,1,MIL,NL,69,135,14,37,7,1,0,5,4,1,3,36,1,0,1,1,1 +herrejo03,2014,1,BOS,AL,42,90,10,21,1,2,0,9,1,3,7,24,0,3,3,1,3 +herreke01,2014,1,KCA,AL,70,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +herreyo01,2014,1,LAA,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +herrmch01,2014,1,MIN,AL,33,75,8,16,3,0,0,4,1,0,4,17,0,0,0,0,2 +hestoch01,2014,1,SFN,NL,3,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +heywaja01,2014,1,ATL,NL,149,573,74,155,26,3,11,58,20,4,67,98,3,6,0,3,2 +hicksaa01,2014,1,MIN,AL,69,186,22,40,8,0,1,18,4,3,36,56,0,0,2,1,2 +hicksbr01,2014,1,SFN,NL,71,204,27,33,6,1,8,22,0,1,32,77,3,2,3,1,5 +hillaa01,2014,1,ARI,NL,133,501,52,122,26,3,10,60,4,3,28,92,0,5,0,7,16 +hillko01,2014,1,PHI,NL,10,21,2,5,1,0,0,1,0,0,1,5,0,0,0,0,0 +hillri01,2014,1,LAA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hillri01,2014,2,NYA,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hillta01,2014,1,WAS,NL,3,3,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +hoeslj01,2014,1,HOU,AL,55,122,12,21,5,0,3,11,0,0,10,31,0,0,1,3,5 +holadbr01,2014,1,DET,AL,62,156,14,36,5,1,0,15,1,1,8,37,0,1,2,4,4 +holdzjo01,2014,1,PIT,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hollade01,2014,1,TEX,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hollagr01,2014,1,KCA,AL,65,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hollama01,2014,1,PHI,NL,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hollima01,2014,1,SLN,NL,156,574,83,156,37,0,20,90,4,1,74,100,4,17,0,2,20 +holmbda01,2014,1,CIN,NL,7,5,0,0,0,0,0,0,0,0,0,2,0,0,2,0,0 +holtbr01,2014,1,BOS,AL,106,449,68,126,23,5,4,29,12,2,33,98,0,2,5,3,7 +holtty01,2014,1,CLE,AL,36,71,4,19,2,0,0,2,2,2,3,25,0,1,1,0,1 +hoovejj01,2014,1,CIN,NL,54,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +hosmeer01,2014,1,KCA,AL,131,503,54,136,35,1,9,58,4,2,35,93,4,3,0,6,12 +housetj01,2014,1,CLE,AL,19,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +howarry01,2014,1,PHI,NL,153,569,65,127,18,1,23,95,0,0,67,190,7,7,0,5,10 +howeljp01,2014,1,LAN,NL,68,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hudsoda01,2014,1,ARI,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hudsoti01,2014,1,SFN,NL,31,53,0,2,0,0,0,1,0,0,2,20,0,1,6,0,4 +huffda01,2014,1,SFN,NL,16,3,1,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +huffda01,2014,2,NYA,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hugheja02,2014,1,PIT,NL,63,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +hugheph01,2014,1,MIN,AL,32,6,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +hundlni01,2014,1,SDN,NL,33,59,1,16,3,0,1,3,0,0,0,13,0,0,0,0,1 +hundlni01,2014,2,BAL,AL,50,159,17,37,4,0,5,19,1,0,10,50,0,0,2,3,2 +hunteto01,2014,1,DET,AL,142,549,71,157,33,2,17,83,4,3,23,89,0,7,0,7,18 +hunteto02,2014,1,BAL,AL,60,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hutchdr01,2014,1,TOR,AL,35,4,0,2,0,0,0,0,0,0,0,2,0,0,0,0,0 +iannech01,2014,1,LAA,AL,108,306,41,77,22,0,7,43,3,0,54,91,3,8,0,5,3 +ibanera01,2014,1,LAA,AL,57,166,16,26,5,2,3,21,3,2,23,43,0,0,0,1,1 +ibanera01,2014,2,KCA,AL,33,80,7,15,3,1,2,5,0,0,10,16,0,0,0,0,1 +inciaen01,2014,1,ARI,NL,118,418,54,116,18,2,4,27,19,3,25,53,0,0,4,0,3 +infanom01,2014,1,KCA,AL,135,528,50,133,21,3,6,66,9,3,33,68,3,2,5,7,7 +irwinph01,2014,1,TEX,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ishiktr01,2014,1,PIT,NL,15,34,2,7,1,1,1,3,0,0,3,11,0,0,0,1,2 +ishiktr01,2014,2,SFN,NL,47,73,7,20,3,0,2,15,0,0,6,23,1,1,0,1,1 +iwakuhi01,2014,1,SEA,AL,28,4,0,0,0,0,0,0,0,0,1,3,0,0,1,0,0 +izturma01,2014,1,TOR,AL,11,35,3,10,1,0,0,1,1,0,2,4,0,0,1,0,0 +jacksau01,2014,1,DET,AL,100,374,52,102,25,5,4,33,9,4,35,85,0,2,1,8,9 +jacksau01,2014,2,SEA,AL,54,223,19,51,5,1,0,14,11,2,12,59,0,0,0,1,6 +jacksbr01,2014,1,ARI,NL,7,4,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +jacksed01,2014,1,CHN,NL,29,40,2,7,2,0,0,0,0,0,0,21,0,0,4,0,0 +jaimeju01,2014,1,ATL,NL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +janseke01,2014,1,LAN,NL,68,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +janssca01,2014,1,TOR,AL,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jasojo01,2014,1,OAK,AL,99,307,42,81,18,3,9,40,2,0,28,60,1,7,0,2,5 +jayjo02,2014,1,SLN,NL,140,413,52,125,16,3,3,46,6,3,28,78,3,20,3,4,17 +jeffrje01,2014,1,TOR,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jeffrje01,2014,2,MIL,NL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jenkich01,2014,1,TOR,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jennida01,2014,1,MIA,NL,47,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jennide01,2014,1,TBA,AL,123,479,64,117,30,2,10,36,15,6,47,108,0,6,9,1,10 +jepseke01,2014,1,LAA,AL,74,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jeterde01,2014,1,NYA,AL,145,581,47,149,19,1,4,50,10,2,35,87,0,6,8,4,15 +jimence01,2014,1,PHI,NL,16,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +jimenlu02,2014,1,LAA,AL,18,37,3,6,2,0,0,2,0,0,0,13,0,2,2,0,1 +jimenub01,2014,1,BAL,AL,25,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnsch05,2014,1,ATL,NL,153,582,43,153,27,0,10,58,6,0,23,159,2,2,2,2,23 +johnsda06,2014,1,TOR,AL,15,38,8,8,2,0,1,7,0,0,7,10,0,1,0,2,1 +johnsel02,2014,1,CLE,AL,7,19,1,2,2,0,0,0,0,0,0,7,0,0,1,0,0 +johnser04,2014,1,CHA,AL,5,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnsji04,2014,1,OAK,AL,38,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +johnsji04,2014,2,DET,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnske05,2014,1,NYA,AL,77,201,21,44,9,2,6,22,2,1,23,50,0,2,0,1,2 +johnske05,2014,2,BOS,AL,10,25,1,4,1,0,0,1,0,0,0,10,0,0,0,0,1 +johnske05,2014,3,BAL,AL,19,39,7,9,4,0,1,4,0,1,6,11,0,0,0,0,0 +johnskr01,2014,1,MIN,AL,3,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +johnsre02,2014,1,MIA,NL,113,187,24,44,15,0,2,25,0,1,1,37,0,8,2,3,4 +jokiser01,2014,1,CHN,NL,4,3,0,0,0,0,0,0,0,0,0,1,0,0,2,0,0 +jonesad01,2014,1,BAL,AL,159,644,88,181,30,2,29,96,7,1,19,133,1,12,0,7,11 +jonesga02,2014,1,MIA,NL,146,496,59,122,33,2,15,53,0,1,46,116,4,1,0,4,10 +jonesja06,2014,1,SEA,AL,108,312,46,78,9,5,0,9,27,1,12,67,0,0,4,0,4 +jonesna01,2014,1,CHA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jordata01,2014,1,WAS,NL,5,8,1,1,0,0,0,0,0,0,0,4,0,0,0,0,0 +josepca01,2014,1,BAL,AL,82,246,22,51,9,0,9,28,0,1,17,69,0,3,6,3,6 +josepdo01,2014,1,KCA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +joycema01,2014,1,TBA,AL,140,418,51,106,23,2,9,52,2,5,62,111,4,4,0,9,11 +jurrjja01,2014,1,COL,NL,2,1,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0 +kahnlto01,2014,1,COL,NL,54,3,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +kalisry01,2014,1,CHN,NL,57,121,13,30,4,4,0,5,3,2,8,28,1,0,1,0,3 +karnsna01,2014,1,TBA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kawasmu01,2014,1,TOR,AL,82,240,31,62,7,1,0,17,1,0,22,49,0,3,8,1,3 +kazmisc01,2014,1,OAK,AL,32,4,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +kellesh01,2014,1,NYA,AL,59,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kellydo01,2014,1,DET,AL,95,163,24,40,5,1,0,7,6,1,20,29,1,1,1,0,6 +kellyjo05,2014,1,SLN,NL,7,12,0,2,1,0,0,0,0,0,0,1,0,1,1,0,0 +kellyjo05,2014,2,BOS,AL,10,4,0,2,0,0,0,0,1,0,0,1,0,0,0,0,0 +kempma01,2014,1,LAN,NL,150,541,77,155,38,3,25,89,8,5,52,145,3,0,0,6,21 +kendrho01,2014,1,LAA,AL,157,617,85,181,33,5,7,75,14,5,48,110,8,4,3,2,15 +kendrky01,2014,1,PHI,NL,32,66,2,9,1,0,0,1,0,0,1,31,0,0,4,0,2 +kenneia01,2014,1,SDN,NL,33,52,3,6,1,0,1,5,0,0,5,24,0,0,6,0,0 +kershcl01,2014,1,LAN,NL,27,63,5,11,0,1,0,3,1,0,4,23,0,1,6,0,1 +keuchda01,2014,1,HOU,AL,30,3,1,0,0,0,0,0,0,0,1,2,0,0,0,0,0 +kickhmi01,2014,1,SFN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kiermke01,2014,1,TBA,AL,108,331,35,87,16,8,10,35,5,4,23,71,2,3,5,2,3 +kiescro01,2014,1,ARI,NL,25,41,2,8,1,0,1,2,0,0,0,16,0,0,0,0,0 +kimbrcr01,2014,1,ATL,NL,63,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kinslia01,2014,1,DET,AL,161,684,100,188,40,4,17,92,15,4,29,79,1,5,3,5,20 +kintzbr01,2014,1,MIL,NL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kipnija01,2014,1,CLE,AL,129,500,61,120,25,1,6,41,22,3,50,100,2,2,1,2,15 +kirkmmi01,2014,1,TEX,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kleinph01,2014,1,TEX,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +klubeco01,2014,1,CLE,AL,36,5,0,1,0,0,0,0,0,0,0,2,0,0,1,0,0 +knebeco01,2014,1,DET,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +koberje01,2014,1,WAS,NL,4,6,2,0,0,0,0,0,0,0,1,1,0,1,0,0,0 +koehlto01,2014,1,MIA,NL,32,50,0,3,0,0,0,0,0,0,1,27,0,0,8,0,2 +kohnmi01,2014,1,LAA,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +konerpa01,2014,1,CHA,AL,81,208,15,43,8,0,5,22,0,0,10,51,0,4,0,2,7 +kontoge01,2014,1,SFN,NL,24,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +korecbo01,2014,1,TOR,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kottage01,2014,1,CLE,AL,10,21,4,6,0,0,3,4,0,0,4,11,0,0,1,1,0 +kottage01,2014,2,SLN,NL,4,5,0,1,0,0,0,1,0,0,1,2,0,0,0,0,0 +kottage01,2014,3,TOR,AL,4,4,0,0,0,0,0,0,0,0,1,3,0,0,0,0,0 +kouzmke01,2014,1,TEX,AL,13,47,8,17,6,0,2,10,0,0,2,7,1,2,0,0,2 +kozmape01,2014,1,SLN,NL,14,23,4,7,3,0,0,0,0,0,3,4,0,0,0,0,0 +kratzer01,2014,1,TOR,AL,34,81,8,16,3,0,3,10,0,0,3,12,0,0,0,0,3 +kratzer01,2014,2,KCA,AL,13,29,4,8,1,0,2,3,0,0,1,10,1,0,0,1,1 +krausma01,2014,1,HOU,AL,67,186,16,36,6,0,6,21,0,0,21,54,0,1,0,0,7 +krolia01,2014,1,DET,AL,45,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kubelja01,2014,1,MIN,AL,45,156,12,35,6,1,1,13,1,0,19,59,1,1,0,0,1 +kurodhi01,2014,1,NYA,AL,32,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lackejo01,2014,1,BOS,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lackejo01,2014,2,SLN,NL,10,15,1,2,0,0,0,0,0,0,0,5,0,0,4,0,0 +lafrobo01,2014,1,PIT,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lagarju01,2014,1,NYN,NL,116,416,46,117,24,3,4,47,13,4,20,87,1,7,3,6,6 +lairdge01,2014,1,ATL,NL,53,152,12,31,8,0,0,10,0,0,14,33,2,1,0,0,6 +lakeju01,2014,1,CHN,NL,108,308,30,65,10,3,9,25,7,3,14,110,0,1,1,2,3 +lambja01,2014,1,ARI,NL,37,126,15,29,4,1,4,11,1,1,6,37,0,0,0,1,4 +lamboan01,2014,1,PIT,NL,21,39,3,10,4,0,0,1,0,0,0,8,0,0,0,0,2 +laneja01,2014,1,SDN,NL,3,3,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +lannajo01,2014,1,NYN,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +larocad01,2014,1,WAS,NL,140,494,73,128,19,0,26,92,3,0,82,108,9,2,0,8,13 +lasteto01,2014,1,ATL,NL,93,319,22,80,16,1,1,31,2,1,36,40,2,1,3,1,8 +latosma01,2014,1,CIN,NL,16,30,2,3,0,0,0,1,0,0,1,12,0,0,1,0,1 +lavarry01,2014,1,BOS,AL,9,10,0,0,0,0,0,0,0,0,0,3,0,0,0,0,1 +lawribr01,2014,1,TOR,AL,70,259,27,64,9,0,12,38,0,0,16,49,0,5,0,2,0 +layneto01,2014,1,BOS,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leagubr01,2014,1,LAN,NL,63,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +leakemi01,2014,1,CIN,NL,40,68,9,12,5,0,2,5,0,0,0,34,0,1,5,0,1 +leblawa01,2014,1,LAA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leblawa01,2014,2,NYA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leblawa01,2014,3,LAA,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lecursa01,2014,1,CIN,NL,62,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leech01,2014,1,CLE,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leecl02,2014,1,PHI,NL,13,24,2,6,0,0,0,1,0,0,0,9,0,0,1,0,0 +leesmch01,2014,1,CHA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lemahdj01,2014,1,COL,NL,149,494,59,132,15,5,5,42,10,10,33,97,7,2,7,2,13 +leonedo01,2014,1,SEA,AL,57,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leonsa01,2014,1,WAS,NL,20,64,7,10,1,0,1,3,0,0,6,20,0,0,0,0,1 +lerouch01,2014,1,NYA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lestejo01,2014,1,BOS,AL,21,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +lestejo01,2014,2,OAK,AL,11,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +lewisco01,2014,1,TEX,AL,29,5,0,2,0,0,0,1,0,0,0,2,0,0,0,0,0 +linceti01,2014,1,SFN,NL,34,44,2,3,0,0,0,1,0,0,4,26,0,0,5,0,1 +lincobr01,2014,1,PHI,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lindad01,2014,1,TOR,AL,96,290,38,93,24,2,6,40,0,0,28,48,3,0,0,0,8 +lindbjo01,2014,1,OAK,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lindsma01,2014,1,CHA,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +liriafr01,2014,1,PIT,NL,29,45,1,5,0,0,0,0,0,0,2,14,0,0,5,0,1 +liriary01,2014,1,SDN,NL,38,109,13,24,2,0,1,6,4,1,9,39,1,2,0,1,6 +lobatjo01,2014,1,WAS,NL,66,214,18,50,9,0,2,12,0,0,15,61,1,1,0,0,5 +lobstky01,2014,1,DET,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lockeje01,2014,1,PIT,NL,21,45,3,5,0,0,0,0,0,0,2,30,0,0,3,0,0 +loganbo02,2014,1,COL,NL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lohseky01,2014,1,MIL,NL,31,61,2,7,0,0,0,5,0,0,2,23,0,1,9,1,1 +lombast02,2014,1,BAL,AL,20,73,6,21,1,1,0,2,1,0,0,14,0,1,0,0,1 +loneyja01,2014,1,TBA,AL,155,600,59,174,27,0,9,69,4,0,41,80,2,4,0,6,21 +longoev01,2014,1,TBA,AL,162,624,83,158,26,1,22,91,5,0,57,133,11,9,1,9,15 +lopezja02,2014,1,SFN,NL,65,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lopezra02,2014,1,CHN,NL,7,11,0,2,0,0,0,1,0,0,2,4,0,0,0,1,0 +lopezwi01,2014,1,COL,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +loughda01,2014,1,BAL,AL,112,174,31,43,6,3,4,16,8,5,15,33,0,1,6,1,3 +loupaa01,2014,1,TOR,AL,71,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lowema01,2014,1,CLE,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lowrije01,2014,1,OAK,AL,136,502,59,125,29,3,6,50,0,0,51,79,5,5,2,6,14 +lucased01,2014,1,MIA,NL,69,179,19,45,5,0,1,9,1,0,8,48,0,0,2,0,4 +lucrojo01,2014,1,MIL,NL,153,585,73,176,53,2,13,69,4,4,66,71,3,2,0,2,13 +ludwiry01,2014,1,CIN,NL,112,357,28,87,20,0,9,45,0,2,31,94,1,4,1,4,6 +luekejo01,2014,1,TBA,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +luetglu01,2014,1,SEA,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lutzdo01,2014,1,CIN,NL,28,51,2,9,4,0,0,1,0,0,3,19,1,0,0,0,0 +lylesjo01,2014,1,COL,NL,23,48,4,9,3,0,1,3,0,0,3,21,0,0,1,0,3 +lynnla01,2014,1,SLN,NL,33,60,5,4,1,0,0,1,0,0,4,34,0,1,4,0,1 +lyonsty01,2014,1,SLN,NL,11,7,0,0,0,0,0,0,0,0,2,5,0,0,0,0,1 +machama01,2014,1,BAL,AL,82,327,38,91,14,0,12,32,2,0,20,68,2,3,2,2,13 +machije01,2014,1,SFN,NL,71,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +maholpa01,2014,1,LAN,NL,30,9,1,0,0,0,0,0,0,0,2,6,0,0,5,0,0 +maldoma01,2014,1,MIL,NL,52,111,14,26,5,0,4,16,0,0,11,32,1,3,1,0,4 +manesse01,2014,1,SLN,NL,73,5,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0 +manshje01,2014,1,PHI,NL,20,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mariomi01,2014,1,KCA,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +marisja01,2014,1,MIA,NL,14,48,3,8,0,0,0,0,5,0,3,19,1,0,0,0,0 +marisja01,2014,2,HOU,AL,51,173,18,47,8,0,3,19,6,3,5,48,2,3,2,3,2 +markani01,2014,1,BAL,AL,155,642,81,177,27,1,14,50,4,2,62,84,4,4,0,2,10 +marksju01,2014,1,KCA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +marmoca01,2014,1,MIA,NL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +maronni01,2014,1,LAA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +marshev01,2014,1,ARI,NL,57,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +marshse01,2014,1,CIN,NL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +marteal01,2014,1,ARI,NL,44,106,8,18,5,1,2,9,1,0,6,34,0,1,1,0,2 +martean01,2014,1,ARI,NL,6,16,1,3,0,0,1,3,0,0,0,3,0,0,0,0,0 +martest01,2014,1,PIT,NL,135,495,73,144,29,6,13,56,30,11,33,131,0,17,0,0,5 +martica04,2014,1,SLN,NL,57,12,0,3,0,0,0,2,0,0,0,4,0,0,1,0,0 +martich02,2014,1,COL,NL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +martida02,2014,1,HOU,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +martiet01,2014,1,PHI,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +martijd02,2014,1,DET,AL,123,441,57,139,30,3,23,76,6,3,30,126,5,3,0,6,8 +martile01,2014,1,TEX,AL,155,533,68,146,13,7,7,40,31,12,39,114,3,2,7,2,4 +martimi02,2014,1,PIT,NL,26,39,2,5,1,0,0,2,0,0,4,13,1,0,1,0,0 +martini01,2014,1,TEX,AL,32,3,1,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +martiru01,2014,1,PIT,NL,111,379,45,110,20,0,11,67,4,4,59,78,5,15,2,5,16 +martivi01,2014,1,DET,AL,151,561,87,188,33,0,32,103,3,2,70,42,28,4,0,6,17 +masseni01,2014,1,COL,NL,51,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +masteju01,2014,1,CLE,AL,19,3,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +masteju01,2014,2,SLN,NL,9,8,1,2,0,0,0,1,0,0,0,3,0,0,1,0,0 +mastrda01,2014,1,MIN,AL,7,11,3,0,0,0,0,0,1,0,1,5,0,0,0,0,0 +mastrda01,2014,2,TOR,AL,14,32,4,5,0,0,1,2,0,0,0,5,0,0,0,0,4 +mathije01,2014,1,MIA,NL,64,175,12,35,7,0,2,12,0,0,15,64,2,0,5,0,2 +matsuda01,2014,1,NYN,NL,34,11,0,2,0,0,0,1,0,0,1,6,0,0,5,0,0 +matthry01,2014,1,WAS,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +matusbr01,2014,1,BAL,AL,63,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +matzety01,2014,1,COL,NL,21,38,2,7,1,0,0,0,0,0,2,13,0,0,3,0,1 +mauerjo01,2014,1,MIN,AL,120,455,60,126,27,2,4,55,3,0,60,96,12,1,0,2,12 +maurebr01,2014,1,SEA,AL,38,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +maxweju01,2014,1,KCA,AL,20,40,4,6,1,0,0,3,0,1,2,20,0,2,0,1,0 +maybejo02,2014,1,PHI,NL,63,122,11,26,7,0,6,21,0,0,15,30,0,1,0,0,1 +maybejo02,2014,2,TOR,AL,15,24,4,5,3,0,1,2,0,0,5,5,0,0,0,1,1 +maybica01,2014,1,SDN,NL,95,251,24,59,13,4,1,15,4,3,19,56,2,1,0,1,8 +maytr01,2014,1,MIN,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mazzavi01,2014,1,PIT,NL,5,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcallza01,2014,1,CLE,AL,22,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1 +mcbrima02,2014,1,COL,NL,21,31,6,7,2,0,2,6,0,0,2,12,0,1,0,0,0 +mccanbr01,2014,1,NYA,AL,140,495,57,115,15,1,23,75,0,0,32,77,1,7,0,4,16 +mccanja02,2014,1,DET,AL,9,12,2,3,1,0,0,0,1,0,0,2,0,0,0,0,0 +mccarbr01,2014,1,ARI,NL,18,29,0,4,0,0,0,3,0,0,0,11,0,0,3,0,0 +mccarbr01,2014,2,NYA,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mccoypa01,2014,1,DET,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mccutan01,2014,1,PIT,NL,146,548,89,172,38,6,25,83,18,3,84,115,8,10,0,6,9 +mccutda01,2014,1,TEX,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcdonjo03,2014,1,LAA,AL,95,76,4,13,2,0,0,5,1,1,7,18,0,2,5,1,1 +mcfartj01,2014,1,BAL,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +mcgeeja01,2014,1,TBA,AL,73,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcgehca01,2014,1,MIA,NL,160,616,56,177,29,1,4,76,4,2,67,102,3,1,0,7,31 +mcgowdu01,2014,1,TOR,AL,53,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +mchugco01,2014,1,HOU,AL,25,2,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +mckenmi01,2014,1,COL,NL,57,168,23,53,9,0,8,22,0,3,22,42,1,1,1,0,6 +mclouna01,2014,1,WAS,NL,79,139,10,24,6,0,1,7,4,1,16,35,1,5,1,1,0 +medicto01,2014,1,SDN,NL,102,240,31,56,11,2,9,27,6,1,14,75,0,4,0,1,5 +medinyo01,2014,1,SEA,AL,66,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +meekev01,2014,1,BAL,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mejiaje01,2014,1,NYN,NL,63,17,0,0,0,0,0,0,0,0,0,7,0,0,1,0,0 +melanma01,2014,1,PIT,NL,72,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mendero01,2014,1,TEX,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mercejo03,2014,1,PIT,NL,149,506,56,129,27,2,12,55,4,1,35,89,12,4,5,5,14 +merceme01,2014,1,DET,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mesorde01,2014,1,CIN,NL,114,384,54,105,25,0,25,80,1,3,41,103,4,12,0,3,5 +middlwi01,2014,1,BOS,AL,63,215,14,41,10,0,2,19,1,1,15,70,1,4,0,0,7 +mikolmi01,2014,1,TEX,AL,10,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +mileywa01,2014,1,ARI,NL,33,57,3,9,0,0,0,1,0,0,3,14,0,0,9,0,0 +millean01,2014,1,BOS,AL,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +millean01,2014,2,BAL,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +millebr02,2014,1,SEA,AL,123,367,47,81,15,4,10,36,4,2,34,95,2,2,3,3,2 +milleji02,2014,1,NYA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +milleju02,2014,1,DET,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +millesh01,2014,1,SLN,NL,32,48,6,9,5,0,0,4,0,0,2,25,0,0,13,0,1 +millsbr02,2014,1,OAK,AL,3,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1 +millsbr02,2014,2,TOR,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +milonto01,2014,1,OAK,AL,17,4,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +milonto01,2014,2,MIN,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +minormi01,2014,1,ATL,NL,25,45,4,7,1,0,1,4,0,0,1,16,0,0,2,0,0 +mitchbr01,2014,1,NYA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +molinjo01,2014,1,TBA,AL,80,225,4,40,2,0,0,10,3,0,14,55,0,2,4,2,8 +molinya01,2014,1,SLN,NL,110,404,40,114,21,0,7,38,1,1,28,55,4,6,1,6,14 +monteje01,2014,1,SEA,AL,6,17,1,4,0,0,1,2,0,0,0,3,0,0,0,0,1 +montemi01,2014,1,ARI,NL,136,489,40,119,23,0,13,72,0,4,56,97,11,9,0,6,12 +montera01,2014,1,NYN,NL,10,11,0,0,0,0,0,0,0,0,0,5,0,0,2,0,0 +mooread01,2014,1,SDN,NL,9,10,1,2,1,0,0,1,0,0,2,5,1,0,0,0,0 +moorema02,2014,1,TBA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +moorety01,2014,1,WAS,NL,42,91,8,21,2,0,4,14,0,0,7,29,0,2,0,0,2 +moralfr01,2014,1,COL,NL,38,30,2,3,0,0,0,0,0,0,3,15,0,0,6,0,0 +moralke01,2014,1,MIN,AL,39,154,12,36,11,0,1,18,0,0,6,27,1,0,0,2,4 +moralke01,2014,2,SEA,AL,59,213,16,44,9,0,7,24,0,0,21,41,2,3,0,2,8 +morelbr01,2014,1,PIT,NL,23,39,1,7,2,0,0,4,0,0,2,9,1,0,0,0,1 +morelmi01,2014,1,TEX,AL,52,167,18,41,9,1,2,23,0,0,12,43,0,1,2,2,7 +morgany01,2014,1,CLE,AL,15,41,8,14,1,0,1,6,3,0,7,6,0,0,3,1,0 +morinmi01,2014,1,LAA,AL,60,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +morneju01,2014,1,COL,NL,135,502,62,160,32,3,17,82,0,3,34,60,4,6,0,8,7 +morribr01,2014,1,PIT,NL,21,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +morribr01,2014,2,MIA,NL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +morrilo01,2014,1,SEA,AL,99,336,41,88,20,0,11,38,5,2,24,59,1,3,0,2,9 +morrobr01,2014,1,TOR,AL,13,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +morsemi01,2014,1,SFN,NL,131,438,48,122,32,3,16,61,0,0,31,121,0,9,0,4,19 +mortoch02,2014,1,PIT,NL,26,40,1,2,0,0,0,1,0,0,1,21,0,0,8,0,2 +mossbr01,2014,1,OAK,AL,147,500,70,117,23,2,25,81,1,0,67,153,7,10,0,3,6 +motteja01,2014,1,SLN,NL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +moustmi01,2014,1,KCA,AL,140,457,45,97,21,1,15,54,1,0,35,74,1,3,1,4,12 +moyast01,2014,1,DET,AL,11,8,2,3,0,0,0,0,0,0,0,2,0,0,0,0,0 +mujiced01,2014,1,BOS,AL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +murphda07,2014,1,CLE,AL,129,416,40,109,25,1,8,58,2,3,36,61,2,2,1,7,6 +murphda08,2014,1,NYN,NL,143,596,79,172,37,2,9,57,13,5,39,86,3,2,0,5,15 +murphdo01,2014,1,TEX,AL,45,112,11,22,3,0,4,14,0,1,11,38,0,1,1,3,2 +murphjr01,2014,1,NYA,AL,32,81,7,23,4,0,1,9,0,0,4,22,0,0,0,0,0 +myerswi01,2014,1,TBA,AL,87,325,37,72,14,0,6,35,6,1,34,90,3,0,0,2,10 +nadyxa01,2014,1,SDN,NL,22,37,4,5,1,0,3,4,0,0,5,9,0,0,0,0,4 +napolmi01,2014,1,BOS,AL,119,415,49,103,20,0,17,55,3,2,78,133,3,4,0,3,12 +nathajo01,2014,1,DET,AL,62,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +navada01,2014,1,BOS,AL,113,363,41,98,21,0,4,37,4,2,33,81,1,10,0,2,5 +navardi01,2014,1,TOR,AL,139,481,40,132,22,0,12,69,3,0,32,76,1,1,0,6,12 +navaref01,2014,1,LAA,AL,64,159,17,39,10,1,1,14,1,3,13,27,2,0,2,0,0 +negrokr01,2014,1,CIN,NL,49,144,19,39,10,1,6,17,5,0,12,40,0,1,1,0,2 +nelsoch01,2014,1,SDN,NL,27,73,5,17,3,0,0,7,1,2,7,14,1,0,0,1,5 +nelsoji02,2014,1,MIL,NL,14,21,1,3,1,0,0,0,0,0,0,7,0,0,1,0,1 +nerishe01,2014,1,PHI,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +neshepa01,2014,1,SLN,NL,71,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nicasju01,2014,1,COL,NL,33,24,0,2,0,0,0,4,0,0,0,13,0,0,2,1,0 +niesejo01,2014,1,NYN,NL,31,55,3,5,1,0,0,4,0,0,6,29,0,0,4,0,0 +nietoad01,2014,1,CHA,AL,48,106,8,25,5,0,2,7,0,1,8,38,0,1,3,0,3 +nieuwki01,2014,1,NYN,NL,61,112,16,29,14,1,3,16,4,0,16,39,3,0,0,2,1 +nievewi01,2014,1,PHI,NL,36,122,9,31,8,0,1,7,1,0,1,34,0,2,2,1,2 +nixja01,2014,1,PHI,NL,18,39,1,6,0,0,1,2,0,2,2,18,0,1,0,0,1 +nixja01,2014,2,PIT,NL,16,36,1,4,0,0,0,1,1,0,1,4,0,1,1,0,1 +nixja01,2014,3,KCA,AL,7,8,0,0,0,0,0,1,0,0,0,6,0,0,0,1,0 +noesihe01,2014,1,SEA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +noesihe01,2014,2,TEX,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +noesihe01,2014,3,CHA,AL,28,4,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +nolasri01,2014,1,MIN,AL,27,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +nolinse01,2014,1,TOR,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +norribu01,2014,1,BAL,AL,29,3,0,1,0,0,0,1,0,0,0,1,0,0,1,0,0 +norrida01,2014,1,TOR,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +norride01,2014,1,OAK,AL,127,385,46,104,19,1,10,55,2,2,54,86,2,1,1,1,12 +novaiv01,2014,1,NYA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nunezed02,2014,1,MIN,AL,72,204,26,51,7,4,4,24,9,3,5,31,0,1,3,0,7 +nunezle01,2014,1,TBA,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nunovi01,2014,1,NYA,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nunovi01,2014,2,ARI,NL,14,18,2,1,0,0,0,0,0,0,0,8,0,1,6,0,1 +oberhbr01,2014,1,HOU,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +odayda01,2014,1,BAL,AL,68,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +odorija01,2014,1,TBA,AL,31,4,0,0,0,0,0,1,0,0,1,3,0,0,1,0,0 +odorro01,2014,1,TEX,AL,114,386,39,100,14,7,9,48,4,7,17,71,1,5,6,3,7 +oflaher01,2014,1,OAK,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ogandal01,2014,1,TEX,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +olivele01,2014,1,MIN,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +olivomi01,2014,1,LAN,NL,8,23,4,5,0,1,0,2,0,0,1,12,0,0,0,1,1 +oltmi01,2014,1,CHN,NL,89,225,23,36,8,0,12,33,0,1,25,100,0,3,0,5,3 +omallsh01,2014,1,LAA,AL,11,16,3,3,0,0,0,1,2,0,0,8,0,0,0,0,0 +ondrulo01,2014,1,CIN,NL,40,3,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +ortegjo01,2014,1,DET,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ortizda01,2014,1,BOS,AL,142,518,59,136,27,0,35,104,0,0,75,95,22,3,0,6,18 +osullse01,2014,1,PHI,NL,3,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +oteroda01,2014,1,OAK,AL,72,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ottavad01,2014,1,COL,NL,75,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +outmajo01,2014,1,CLE,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +outmajo01,2014,2,NYA,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +overbly01,2014,1,MIL,NL,121,258,24,60,14,0,4,35,2,0,36,60,2,1,0,1,8 +owensru01,2014,1,HOU,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +owingch01,2014,1,ARI,NL,91,310,34,81,15,6,6,26,8,1,16,67,0,2,2,2,4 +ozunama01,2014,1,MIA,NL,153,565,72,152,26,5,23,85,3,1,41,164,1,1,0,5,12 +pachejo01,2014,1,COL,NL,22,72,4,17,6,1,0,8,0,0,6,15,0,1,0,1,3 +pachejo01,2014,2,ARI,NL,47,81,6,22,4,0,0,8,0,0,3,12,0,0,1,0,3 +paganan01,2014,1,SFN,NL,96,383,56,115,21,2,3,27,16,6,25,53,1,1,1,3,5 +pagnoma01,2014,1,MIL,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +panikjo01,2014,1,SFN,NL,73,269,31,82,10,2,1,18,0,0,16,33,0,0,1,1,4 +papeljo01,2014,1,PHI,NL,66,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +paredji01,2014,1,KCA,AL,9,10,3,2,0,0,0,0,2,0,0,3,0,0,0,0,0 +paredji01,2014,2,BAL,AL,18,53,9,16,4,0,2,8,2,0,2,13,0,0,0,0,1 +parkebl01,2014,1,CHN,NL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +parkeky01,2014,1,COL,NL,18,26,1,5,1,0,0,1,0,0,0,14,0,0,0,0,0 +parmech01,2014,1,MIN,AL,87,250,27,64,11,0,7,28,0,3,17,64,0,2,0,1,7 +parnebo01,2014,1,NYN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +parrage01,2014,1,ARI,NL,104,406,51,105,18,3,6,30,5,5,24,72,3,4,4,2,6 +parrage01,2014,2,MIL,NL,46,123,13,33,4,1,3,10,4,2,8,28,2,1,2,0,4 +parrama01,2014,1,CIN,NL,53,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +parrian01,2014,1,OAK,AL,21,46,4,7,3,0,1,3,0,0,3,14,0,1,0,1,1 +partccu01,2014,1,CIN,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pastoty01,2014,1,ATL,NL,28,40,4,8,0,1,0,2,0,1,6,11,0,0,1,0,0 +paterjo01,2014,1,ARI,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pattere02,2014,1,LAN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pattosp01,2014,1,TEX,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pattotr01,2014,1,BAL,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pattotr01,2014,2,SDN,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +paulife01,2014,1,CHA,AL,4,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1 +paulsbe01,2014,1,COL,NL,31,63,8,20,4,0,4,10,0,0,2,19,1,1,0,0,1 +paulxa01,2014,1,ARI,NL,14,20,2,2,0,0,0,0,0,0,1,8,1,0,0,0,0 +paxtoja01,2014,1,SEA,AL,13,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +peacobr01,2014,1,HOU,AL,28,5,0,0,0,0,0,0,0,0,0,5,0,0,0,0,0 +pearcst01,2014,1,BAL,AL,102,338,51,99,26,0,21,49,5,0,40,76,1,4,0,1,4 +peavyja01,2014,1,BOS,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +peavyja01,2014,2,SFN,NL,12,23,1,0,0,0,0,0,0,0,0,14,0,0,1,0,0 +pederjo01,2014,1,LAN,NL,18,28,1,4,0,0,0,0,0,0,9,11,0,0,1,0,1 +pedrodu01,2014,1,BOS,AL,135,551,72,153,33,0,7,53,6,6,51,75,1,1,0,6,14 +pegueca01,2014,1,KCA,AL,4,9,1,2,1,0,0,1,0,0,1,5,0,0,0,0,0 +pelfrmi01,2014,1,MIN,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +penabr01,2014,1,CIN,NL,115,348,23,88,18,1,5,26,2,3,20,42,2,0,1,3,8 +penaca01,2014,1,TEX,AL,18,59,4,8,3,0,1,2,1,0,4,11,0,0,0,0,1 +penafr01,2014,1,KCA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +penara02,2014,1,ATL,NL,81,147,9,36,6,0,3,9,1,0,13,38,3,0,4,1,0 +pencehu01,2014,1,SFN,NL,162,650,106,180,29,10,20,74,13,6,52,130,3,3,0,3,13 +pennicl01,2014,1,ARI,NL,68,177,21,45,5,3,2,10,6,1,20,36,0,3,1,0,1 +pennybr01,2014,1,MIA,NL,8,6,1,2,1,0,0,0,0,0,0,3,0,0,2,0,0 +peralda01,2014,1,ARI,NL,88,329,40,94,12,9,8,36,6,3,16,60,0,1,1,1,9 +peraljh01,2014,1,SLN,NL,157,560,61,147,38,0,21,75,3,2,58,112,2,6,0,4,19 +peraljo01,2014,1,TBA,AL,69,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +peralwi01,2014,1,MIL,NL,32,57,4,3,2,0,0,3,0,0,2,24,0,0,8,1,1 +perezau01,2014,1,SLN,NL,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +perezch01,2014,1,LAN,NL,49,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +perezeu01,2014,1,NYA,AL,4,10,2,2,0,0,0,0,1,0,0,3,0,0,0,0,0 +perezhe01,2014,1,DET,AL,8,5,1,1,0,0,0,0,0,0,1,1,0,0,0,0,0 +perezju02,2014,1,SFN,NL,61,100,13,17,7,0,1,3,0,1,5,25,0,2,2,0,3 +perezma02,2014,1,TEX,AL,8,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +perezol01,2014,1,ARI,NL,68,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +perezro02,2014,1,CLE,AL,29,85,10,23,5,0,1,4,0,0,5,26,0,0,5,0,2 +perezsa02,2014,1,KCA,AL,150,578,57,150,28,2,17,70,1,0,22,85,2,3,0,3,22 +perkigl01,2014,1,MIN,AL,63,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pestavi01,2014,1,CLE,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pestavi01,2014,2,LAA,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +peterja01,2014,1,SDN,NL,27,53,3,6,0,0,0,0,2,0,2,18,1,1,2,0,1 +petitgr01,2014,1,HOU,AL,37,97,14,27,8,0,2,9,0,1,1,25,0,2,0,0,1 +petityu01,2014,1,SFN,NL,39,25,2,1,0,0,0,0,0,0,1,13,0,0,1,0,0 +petrija01,2014,1,CHA,AL,67,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pettijo02,2014,1,PHI,NL,2,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +phamth01,2014,1,SLN,NL,6,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +phegljo01,2014,1,CHA,AL,11,37,4,8,2,0,3,7,0,0,0,11,0,0,0,1,0 +phelpco01,2014,1,BAL,AL,3,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1 +phelpda01,2014,1,NYA,AL,32,4,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +phillbr01,2014,1,CIN,NL,121,462,44,123,25,0,8,51,2,3,23,74,1,6,2,6,13 +pierzaj01,2014,1,BOS,AL,72,256,19,65,10,1,4,31,0,0,9,40,2,4,1,4,11 +pierzaj01,2014,2,SLN,NL,30,82,6,20,2,0,1,6,0,1,5,14,0,1,0,0,2 +pillake01,2014,1,TOR,AL,53,116,19,31,9,0,2,7,1,2,4,28,0,1,0,1,3 +pimenst01,2014,1,PIT,NL,20,5,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +pinedmi01,2014,1,NYA,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pinoyo01,2014,1,MIN,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pintojo01,2014,1,MIN,AL,57,169,25,37,8,0,7,18,0,1,24,50,0,1,0,3,7 +pireljo01,2014,1,NYA,AL,7,24,6,8,1,2,0,3,0,0,1,4,0,0,0,0,1 +plouftr01,2014,1,MIN,AL,136,520,69,134,40,2,14,80,2,1,53,109,2,4,0,5,12 +polangr01,2014,1,PIT,NL,89,277,50,65,9,0,7,33,14,5,30,59,1,0,2,2,1 +polanjo01,2014,1,MIN,AL,5,6,2,2,1,1,0,3,0,0,2,2,0,0,0,0,0 +polloaj01,2014,1,ARI,NL,75,265,41,80,19,6,7,24,14,3,19,46,0,2,1,0,4 +pomerdr01,2014,1,OAK,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pompeda01,2014,1,TOR,AL,17,39,5,9,1,2,1,4,1,0,4,12,0,0,0,0,0 +porceri01,2014,1,DET,AL,32,4,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +poredaa01,2014,1,TEX,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +poseybu01,2014,1,SFN,NL,147,547,72,170,28,2,22,89,0,1,47,69,5,3,0,8,16 +pradoma01,2014,1,ARI,NL,106,403,44,109,17,4,5,42,2,1,23,57,0,6,0,4,17 +pradoma01,2014,2,NYA,AL,37,133,18,42,9,0,7,16,1,0,3,23,0,1,0,0,3 +preslal01,2014,1,HOU,AL,89,254,22,62,6,1,6,19,5,1,13,44,0,1,1,2,3 +pressry01,2014,1,MIN,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pricebr01,2014,1,CLE,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +priceda01,2014,1,TBA,AL,23,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +priceda01,2014,2,DET,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pridija01,2014,1,COL,NL,2,4,1,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +pryorst01,2014,1,SEA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +puigya01,2014,1,LAN,NL,148,558,92,165,37,9,16,69,11,7,67,124,3,12,2,1,7 +pujolal01,2014,1,LAA,AL,159,633,89,172,37,1,28,105,5,1,48,71,11,5,0,9,28 +puntoni01,2014,1,OAK,AL,73,198,21,41,7,2,2,14,3,1,25,56,0,0,1,0,5 +putkolu01,2014,1,DET,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +putnaza01,2014,1,CHA,AL,49,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +putzjj01,2014,1,ARI,NL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +quackke01,2014,1,SDN,NL,56,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +quallch01,2014,1,HOU,AL,58,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +quentca01,2014,1,SDN,NL,50,130,9,23,6,0,4,18,0,0,17,33,0,4,0,4,5 +quinthu01,2014,1,SEA,AL,3,2,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0 +quintjo01,2014,1,CHA,AL,32,9,0,0,0,0,0,0,0,0,0,4,0,0,1,0,0 +quintom01,2014,1,NYN,NL,15,29,2,6,1,0,0,3,0,0,2,5,0,0,0,0,1 +quirogu01,2014,1,SFN,NL,2,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +raburry01,2014,1,CLE,AL,74,195,18,39,7,0,4,22,0,0,13,51,1,1,0,3,8 +ramiral03,2014,1,CHA,AL,158,622,82,170,35,2,15,74,21,4,24,81,0,6,1,4,21 +ramirar01,2014,1,MIL,NL,133,494,47,141,23,1,15,66,3,0,21,75,2,13,0,3,18 +ramirer02,2014,1,SEA,AL,17,2,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +ramirha01,2014,1,LAN,NL,128,449,64,127,35,0,13,71,14,5,56,84,2,6,0,1,10 +ramirjo01,2014,1,CLE,AL,68,237,27,62,10,2,2,17,10,1,13,35,0,1,13,2,3 +ramirjo02,2014,1,NYA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ramirne01,2014,1,CHN,NL,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ramirra02,2014,1,BAL,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ramosaj01,2014,1,MIA,NL,68,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ramosce01,2014,1,TBA,AL,43,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +ramoswi01,2014,1,WAS,NL,88,341,32,91,12,0,11,47,0,0,17,57,2,0,0,3,17 +ranauan01,2014,1,BOS,AL,7,5,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +rasmuco01,2014,1,TOR,AL,104,346,45,78,21,1,18,40,4,0,29,124,2,1,0,0,1 +rasmuco02,2014,1,LAA,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rasmuro01,2014,1,TOR,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rayro02,2014,1,DET,AL,9,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +realmjt01,2014,1,MIA,NL,11,29,4,7,1,1,0,9,0,0,1,8,0,0,0,0,2 +reckean01,2014,1,NYN,NL,58,174,18,35,9,0,7,27,1,1,10,64,0,1,2,2,2 +reddijo01,2014,1,OAK,AL,109,363,53,96,16,7,12,54,1,1,28,63,0,1,0,3,3 +redmoto01,2014,1,TOR,AL,42,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +reedad01,2014,1,ARI,NL,62,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reedev01,2014,1,DET,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reimono01,2014,1,TOR,AL,22,52,3,11,4,0,2,9,1,0,6,22,0,0,0,2,0 +reimono01,2014,2,ARI,NL,7,17,2,5,1,0,1,4,0,0,0,10,0,0,0,1,0 +rendoan01,2014,1,WAS,NL,153,613,111,176,39,6,21,83,17,3,58,104,2,5,2,5,11 +reverbe01,2014,1,PHI,NL,151,601,71,184,13,7,2,28,49,8,13,49,1,4,7,1,11 +reyesjo01,2014,1,TOR,AL,143,610,94,175,33,4,9,51,30,2,38,73,1,1,2,4,4 +reynoma01,2014,1,MIL,NL,130,378,47,74,9,0,22,45,5,1,47,122,3,3,1,4,8 +ricesc01,2014,1,NYN,NL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +richaan01,2014,1,NYA,AL,13,16,2,5,0,0,0,1,5,0,1,3,0,0,0,0,0 +richaga01,2014,1,LAA,AL,26,11,0,0,0,0,0,0,0,0,0,4,0,0,0,0,1 +riefecj01,2014,1,TBA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rienzan01,2014,1,CHA,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +riosal01,2014,1,TEX,AL,131,492,54,138,30,8,4,54,17,9,23,93,3,1,0,5,19 +riverca02,2014,1,BOS,AL,4,7,1,4,2,0,1,3,0,0,1,0,0,0,0,0,0 +riverre01,2014,1,SDN,NL,103,294,27,74,18,1,11,44,0,0,27,76,3,3,3,2,6 +rizzoan01,2014,1,CHN,NL,140,524,89,150,28,1,32,78,5,4,73,116,7,15,0,4,8 +roachdo01,2014,1,SDN,NL,16,4,0,1,1,0,0,0,0,0,0,1,0,0,0,0,0 +roarkta01,2014,1,WAS,NL,31,58,1,7,0,0,0,0,0,0,1,21,0,0,11,0,1 +roberbr01,2014,1,NYA,AL,91,317,40,75,16,4,5,21,7,4,28,53,1,1,1,1,9 +roberda08,2014,1,NYA,AL,63,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +roberda09,2014,1,TEX,AL,70,177,23,48,9,1,0,21,6,4,17,28,0,0,2,1,3 +roberry01,2014,1,BOS,AL,8,19,1,2,0,0,0,0,0,0,3,7,0,0,0,0,2 +robincl01,2014,1,LAN,NL,9,9,3,3,0,0,0,2,0,0,1,1,0,0,0,0,0 +robinsh01,2014,1,SLN,NL,47,60,3,9,1,1,0,4,0,1,6,10,0,0,0,0,3 +rodnefe01,2014,1,SEA,AL,69,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodrife02,2014,1,OAK,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodrifr03,2014,1,MIL,NL,69,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodrigu02,2014,1,TEX,AL,7,12,2,2,0,0,0,1,0,0,1,5,0,0,1,0,0 +rodrihe03,2014,1,MIA,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodrise01,2014,1,TBA,AL,96,237,30,50,13,3,12,41,2,1,10,66,0,6,3,3,3 +rodrist02,2014,1,LAN,NL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodriwa01,2014,1,PIT,NL,6,8,0,2,0,0,0,0,0,0,0,2,0,0,0,0,0 +rodriwi02,2014,1,KCA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodriyo01,2014,1,CIN,NL,11,27,3,6,0,0,0,2,0,1,1,12,0,1,0,0,0 +roech01,2014,1,NYA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rogeres01,2014,1,TOR,AL,16,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rogeres01,2014,2,NYA,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rogerja02,2014,1,MIL,NL,8,9,0,1,1,0,0,0,0,0,1,1,0,0,0,0,0 +rojasmi02,2014,1,LAN,NL,85,149,16,27,3,0,1,9,0,0,10,28,1,2,1,0,5 +rolliji01,2014,1,PHI,NL,138,538,78,131,22,4,17,55,28,6,64,100,2,1,3,3,6 +romakja01,2014,1,LAN,NL,15,21,2,1,1,0,0,3,0,0,2,8,0,0,0,0,1 +romerst01,2014,1,SEA,AL,72,177,19,34,6,2,3,11,0,4,4,48,0,6,2,1,5 +rominan01,2014,1,DET,AL,94,251,30,57,6,0,2,12,12,2,18,60,0,0,4,0,5 +rominau01,2014,1,NYA,AL,7,13,2,3,1,0,0,1,0,0,0,4,0,0,0,0,0 +romose01,2014,1,SFN,NL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rondohe01,2014,1,CHN,NL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rondojo01,2014,1,SLN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rosalad01,2014,1,TEX,AL,56,164,20,43,7,0,4,19,4,2,13,42,0,3,0,0,5 +rosarwi01,2014,1,COL,NL,106,382,46,102,25,0,13,54,1,0,23,70,5,0,0,5,17 +rosenbj01,2014,1,PHI,NL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rosentr01,2014,1,SLN,NL,72,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +rosinse01,2014,1,TEX,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rossco01,2014,1,ARI,NL,83,202,15,51,8,0,2,15,0,0,15,44,0,1,0,1,3 +rosscza01,2014,1,CHN,NL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rossda01,2014,1,BOS,AL,50,152,16,28,7,0,7,15,0,1,16,58,1,0,2,1,1 +rossro01,2014,1,TEX,AL,27,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +rossty01,2014,1,SDN,NL,32,56,6,10,1,0,0,3,0,0,3,22,0,1,2,1,0 +rothmi01,2014,1,LAA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rowenbe01,2014,1,TEX,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rowlary01,2014,1,ARI,NL,6,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +ruary01,2014,1,TEX,AL,28,105,11,31,7,0,2,14,1,0,2,18,0,2,0,0,6 +rucindr01,2014,1,LAA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rufda01,2014,1,PHI,NL,52,102,13,24,8,0,3,8,0,0,8,32,0,4,1,2,2 +ruggiju01,2014,1,CHN,NL,81,224,29,63,13,1,6,28,2,4,18,70,0,3,1,4,2 +ruizca01,2014,1,PHI,NL,110,381,43,96,25,1,6,31,4,2,46,60,1,12,1,5,11 +ruppca01,2014,1,PHI,NL,18,60,4,11,4,0,0,6,0,0,4,20,0,0,0,0,5 +rusinch01,2014,1,CHN,NL,4,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +russeja02,2014,1,CHN,NL,44,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +russeja02,2014,2,ATL,NL,22,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rutlejo01,2014,1,COL,NL,105,309,44,83,16,7,4,33,2,3,20,83,0,6,5,2,6 +ryanbr01,2014,1,NYA,AL,49,114,5,19,4,0,0,8,0,2,4,30,0,3,1,2,2 +ryanky01,2014,1,DET,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ryuhy01,2014,1,LAN,NL,26,47,4,7,2,0,0,2,0,0,1,17,0,0,8,0,0 +rzepcma01,2014,1,CLE,AL,73,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sabatcc01,2014,1,NYA,AL,8,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1 +sadleca02,2014,1,PIT,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +salasfe01,2014,1,LAA,AL,57,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +salazda01,2014,1,CLE,AL,20,3,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +salech01,2014,1,CHA,AL,26,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +saltaja01,2014,1,MIA,NL,114,373,43,82,20,0,11,44,0,1,55,143,4,2,0,5,11 +samarje01,2014,1,CHN,NL,17,34,3,6,3,0,0,3,0,0,0,10,0,0,2,2,1 +samarje01,2014,2,OAK,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sanchaa01,2014,1,TOR,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sanchan01,2014,1,DET,AL,22,5,0,1,1,0,0,1,0,0,0,3,0,0,0,0,0 +sanchca01,2014,1,CHA,AL,28,100,6,25,5,0,0,5,1,1,3,25,0,0,0,1,1 +sanchga01,2014,1,PIT,NL,123,262,31,60,18,1,7,33,2,0,23,58,0,2,0,3,6 +sanchhe01,2014,1,SFN,NL,66,163,8,32,8,0,3,28,0,1,8,55,1,2,0,4,2 +sanchto01,2014,1,PIT,NL,26,75,3,20,1,0,2,13,0,0,3,28,0,1,0,1,0 +sandopa01,2014,1,SFN,NL,157,588,68,164,26,3,16,73,0,0,39,85,6,4,0,7,16 +sandsje01,2014,1,TBA,AL,12,21,1,4,0,0,1,4,0,0,0,6,0,1,0,0,2 +santaca01,2014,1,CLE,AL,152,541,68,125,25,0,27,85,5,2,113,124,5,3,0,3,13 +santada01,2014,1,MIN,AL,101,405,70,129,27,7,7,40,20,4,19,98,0,3,2,1,3 +santado01,2014,1,HOU,AL,6,17,1,0,0,0,0,0,0,0,1,14,0,0,0,0,0 +santaer01,2014,1,ATL,NL,31,63,7,7,1,0,0,1,0,0,2,28,0,0,8,0,1 +santihe01,2014,1,LAA,AL,30,4,0,1,0,0,0,0,0,0,0,1,0,0,1,0,0 +santira01,2014,1,CIN,NL,75,179,20,44,8,0,2,17,2,1,24,38,0,3,7,1,1 +santose01,2014,1,TOR,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sardilu01,2014,1,TEX,AL,43,115,12,30,6,0,0,8,5,1,5,21,0,2,3,0,5 +satinjo01,2014,1,NYN,NL,25,35,2,3,2,0,0,3,0,0,6,14,0,2,0,0,2 +saundjo01,2014,1,TEX,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +saundjo01,2014,2,BAL,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +saundmi01,2014,1,SEA,AL,78,231,38,63,11,3,8,34,4,5,26,59,1,0,2,4,2 +saverjo01,2014,1,OAK,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +scahiro01,2014,1,COL,NL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schafjo02,2014,1,ATL,NL,63,80,9,13,4,0,0,2,15,2,10,20,1,0,3,0,1 +schafjo02,2014,2,MIN,AL,41,130,17,37,5,1,1,13,15,5,12,28,0,0,5,0,0 +schaflo01,2014,1,MIL,NL,65,116,13,21,9,1,0,8,2,1,15,27,3,1,3,1,0 +schepta01,2014,1,TEX,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +scherma01,2014,1,DET,AL,33,2,0,0,0,0,0,0,0,0,0,1,0,0,2,0,0 +schiena01,2014,1,CHN,NL,99,313,29,60,10,3,6,33,4,4,18,76,0,4,0,6,6 +schiena01,2014,2,WAS,NL,23,40,3,9,1,1,1,4,0,1,2,8,0,0,0,0,0 +schlibr01,2014,1,CHN,NL,61,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +schlogu01,2014,1,ATL,NL,15,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +schoojo01,2014,1,BAL,AL,137,455,48,95,18,0,16,45,2,0,13,122,0,8,5,0,12 +schulbo02,2014,1,ARI,NL,4,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schumsk01,2014,1,CIN,NL,83,247,22,58,12,0,2,22,2,1,18,50,0,1,3,2,3 +scribev01,2014,1,OAK,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +scrugxa01,2014,1,SLN,NL,9,15,0,3,1,0,0,2,0,0,2,7,0,1,0,0,0 +scutama01,2014,1,SFN,NL,5,11,1,1,0,0,0,0,0,0,1,3,0,0,1,0,1 +seageky01,2014,1,SEA,AL,159,590,71,158,27,4,25,96,7,5,52,118,3,8,1,3,12 +segurje01,2014,1,MIL,NL,146,513,61,126,14,6,5,31,20,9,28,70,5,4,10,2,13 +selleju01,2014,1,CLE,AL,17,16,1,3,0,0,0,0,0,1,3,4,0,0,2,0,0 +semiema01,2014,1,CHA,AL,64,231,30,54,10,2,6,28,3,0,21,70,0,1,2,0,6 +shawbr01,2014,1,CLE,AL,80,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shielja02,2014,1,KCA,AL,34,7,1,2,1,0,0,1,0,0,0,1,0,0,0,0,0 +shoemma01,2014,1,LAA,AL,27,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +shrevch01,2014,1,ATL,NL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shuckja01,2014,1,LAA,AL,22,84,10,14,1,0,2,9,2,0,3,11,1,0,1,0,0 +shuckja01,2014,2,CLE,AL,16,26,2,2,0,0,0,0,0,0,0,1,0,0,0,0,1 +siegrke01,2014,1,SLN,NL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sierrmo01,2014,1,TOR,AL,13,34,2,2,0,0,0,2,0,0,1,9,0,0,0,0,1 +sierrmo01,2014,2,CHA,AL,83,127,20,35,8,2,2,7,3,1,7,34,0,0,0,1,0 +simmoan01,2014,1,ATL,NL,146,540,44,132,18,4,7,46,4,5,32,60,4,0,2,2,25 +simmosh01,2014,1,ATL,NL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +simonal01,2014,1,CIN,NL,32,59,2,7,3,0,0,2,0,0,1,21,0,0,7,0,0 +singljo02,2014,1,HOU,AL,95,310,42,52,13,0,13,44,2,3,50,134,1,1,0,1,4 +sippto01,2014,1,HOU,AL,56,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sizemgr01,2014,1,BOS,AL,52,185,14,40,10,2,2,15,5,0,19,41,0,0,0,1,6 +sizemgr01,2014,2,PHI,NL,60,162,21,41,9,2,3,12,1,1,14,35,0,0,0,0,4 +sizemsc01,2014,1,NYA,AL,6,16,3,5,2,0,0,4,0,0,0,8,0,0,0,0,0 +skaggty01,2014,1,LAA,AL,18,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +sloweke01,2014,1,MIA,NL,17,5,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +smithca02,2014,1,SEA,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithch08,2014,1,DET,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithjo05,2014,1,LAA,AL,76,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithse01,2014,1,SDN,NL,136,443,55,118,31,5,12,48,1,1,69,87,3,4,0,4,9 +smithwi04,2014,1,MIL,NL,78,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smoakju01,2014,1,SEA,AL,80,248,28,50,13,0,7,30,0,1,24,66,0,2,0,2,8 +smolija01,2014,1,TEX,AL,24,86,12,30,5,0,3,12,0,0,3,24,0,3,0,0,1 +smylydr01,2014,1,DET,AL,21,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +smylydr01,2014,2,TBA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +snidetr01,2014,1,PIT,NL,140,322,37,85,15,1,13,38,1,1,34,67,2,2,1,0,10 +snodgsc01,2014,1,CHA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +snydebr02,2014,1,TEX,AL,10,30,3,5,1,0,2,3,0,0,4,10,0,0,0,0,1 +sogarer01,2014,1,OAK,AL,117,291,38,65,10,0,1,22,11,4,31,37,0,1,4,2,6 +solando01,2014,1,MIA,NL,111,310,26,78,11,1,3,28,1,2,19,61,0,3,7,1,5 +solarya01,2014,1,NYA,AL,75,252,26,64,14,0,6,31,0,0,30,34,0,3,1,3,8 +solarya01,2014,2,SDN,NL,56,217,30,58,5,1,4,17,0,1,23,24,1,1,2,3,5 +solerjo01,2014,1,CHN,NL,24,89,11,26,8,1,5,20,1,0,6,24,0,0,0,2,3 +solisal01,2014,1,TBA,AL,8,6,0,0,0,0,0,1,0,0,0,4,0,0,1,0,0 +soriaal01,2014,1,NYA,AL,67,226,22,50,15,0,6,23,1,0,6,71,1,2,0,4,3 +soriajo01,2014,1,TEX,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +soriajo01,2014,2,DET,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +soriara01,2014,1,WAS,NL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sotoge01,2014,1,TEX,AL,10,38,5,9,2,0,1,3,0,0,0,11,0,0,0,0,3 +sotoge01,2014,2,OAK,AL,14,42,3,11,4,0,0,8,0,0,6,8,0,0,1,0,3 +sotone01,2014,1,CIN,NL,21,30,1,3,1,0,0,1,1,0,0,8,0,0,0,1,2 +souzast01,2014,1,WAS,NL,21,23,2,3,0,0,2,2,0,0,3,7,0,0,0,0,1 +spande01,2014,1,WAS,NL,147,610,94,184,39,8,5,37,31,7,50,65,1,2,3,3,6 +spangco01,2014,1,SDN,NL,20,62,7,18,2,1,2,9,4,2,2,14,0,0,1,0,1 +springe01,2014,1,HOU,AL,78,295,45,68,8,1,20,51,5,2,39,114,4,9,0,2,4 +spruize01,2014,1,ARI,NL,6,5,0,1,1,0,0,0,0,0,0,1,0,0,0,0,0 +stammcr01,2014,1,WAS,NL,49,7,0,2,1,0,0,0,0,0,0,4,0,0,1,0,0 +stantmi03,2014,1,MIA,NL,145,539,89,155,31,1,37,105,13,1,94,170,24,3,0,2,16 +stassma01,2014,1,HOU,AL,7,20,2,7,2,0,0,4,0,0,0,6,0,0,0,0,0 +staufti01,2014,1,SDN,NL,44,7,0,1,0,0,0,0,0,0,0,2,0,0,1,0,0 +stewach01,2014,1,PIT,NL,49,136,9,40,5,0,0,10,0,1,12,27,2,3,2,1,2 +stewaia01,2014,1,LAA,AL,24,68,8,12,2,3,2,7,1,0,3,31,0,1,0,0,1 +stinsjo01,2014,1,BAL,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stitema01,2014,1,ARI,NL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +storedr01,2014,1,WAS,NL,65,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +straida01,2014,1,OAK,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +straida01,2014,2,CHN,NL,7,1,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +strasst01,2014,1,WAS,NL,34,60,3,6,1,0,0,3,0,0,7,26,0,0,9,0,1 +streehu01,2014,1,SDN,NL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +streehu01,2014,2,LAA,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +strichu01,2014,1,SFN,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stromma01,2014,1,TOR,AL,32,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stroppe01,2014,1,CHN,NL,65,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stubbdr01,2014,1,COL,NL,132,388,67,112,22,4,15,43,20,3,30,136,1,1,2,3,4 +stulter01,2014,1,SDN,NL,32,48,1,4,1,0,0,1,0,0,1,18,0,0,4,0,1 +suareeu01,2014,1,DET,AL,85,244,33,59,9,1,4,23,3,2,22,67,1,5,5,1,3 +sucreje01,2014,1,SEA,AL,21,61,4,13,2,0,0,5,0,0,0,17,0,0,3,0,0 +surkaer01,2014,1,CHA,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +susacan01,2014,1,SFN,NL,35,88,13,24,8,0,3,19,0,0,7,28,0,0,0,0,0 +suzukic01,2014,1,NYA,AL,143,359,42,102,13,2,1,22,15,3,21,68,1,1,2,2,3 +suzukku01,2014,1,MIN,AL,131,452,37,130,34,0,3,61,0,1,34,46,0,9,1,7,9 +swarzan01,2014,1,MIN,AL,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sweenry01,2014,1,CHN,NL,77,207,22,52,9,0,3,20,0,0,15,33,2,1,2,1,4 +swishni01,2014,1,CLE,AL,97,360,33,75,20,0,8,42,0,0,36,111,0,0,1,4,7 +szczuma01,2014,1,CHN,NL,33,62,6,14,2,0,2,5,0,0,4,11,0,0,0,0,1 +tabatjo01,2014,1,PIT,NL,80,174,14,49,5,2,0,17,1,2,7,26,0,2,1,2,12 +tanakma01,2014,1,NYA,AL,20,9,0,1,0,0,0,0,0,0,0,5,0,0,0,0,0 +taveros01,2014,1,SLN,NL,80,234,18,56,8,0,3,22,0,1,12,37,0,1,0,1,10 +tayloch03,2014,1,SEA,AL,47,136,16,39,8,0,0,9,5,2,11,39,0,2,1,1,3 +taylomi01,2014,1,CHA,AL,11,28,3,7,1,0,0,0,0,0,5,9,0,0,0,0,0 +taylomi02,2014,1,WAS,NL,17,39,5,8,3,0,1,5,0,2,3,17,0,1,0,0,1 +tazawju01,2014,1,BOS,AL,71,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +teagata01,2014,1,NYN,NL,9,28,1,4,0,0,1,5,0,0,2,7,0,0,0,0,1 +teherju01,2014,1,ATL,NL,33,66,1,7,1,0,0,6,0,0,1,21,0,1,8,0,1 +teixema01,2014,1,NYA,AL,123,440,56,95,14,0,22,62,1,1,58,109,3,6,0,4,13 +tejadru01,2014,1,NYN,NL,119,355,30,84,11,0,5,34,1,2,50,73,11,8,4,2,8 +telisto01,2014,1,TEX,AL,18,68,7,17,2,0,0,8,0,0,1,10,0,1,1,0,2 +tepesni01,2014,1,TEX,AL,23,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +terdojo01,2014,1,ATL,NL,9,10,1,3,2,0,0,2,0,0,0,3,0,1,0,0,0 +thatcjo01,2014,1,ARI,NL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thatcjo01,2014,2,LAA,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thayeda01,2014,1,SDN,NL,70,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +thielca01,2014,1,MIN,AL,54,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tholejo01,2014,1,TOR,AL,57,133,11,33,4,0,0,7,0,3,14,25,0,0,3,0,4 +thomaia01,2014,1,ATL,NL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thompaa01,2014,1,MIN,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thompta01,2014,1,CHA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thornma01,2014,1,NYA,AL,46,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thornma01,2014,2,WAS,NL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thornty01,2014,1,MIL,NL,27,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0 +tillmch01,2014,1,BAL,AL,34,4,1,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +tollesh01,2014,1,TEX,AL,65,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tollest01,2014,1,TOR,AL,109,170,21,43,7,2,3,16,3,1,12,49,0,2,4,1,3 +tomlijo01,2014,1,CLE,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tonkimi01,2014,1,MIN,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +torreal01,2014,1,SDN,NL,70,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +torreca01,2014,1,NYN,NL,73,5,0,0,0,0,0,0,0,0,0,4,0,0,2,0,0 +tovarwi01,2014,1,NYN,NL,2,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +treinbl01,2014,1,WAS,NL,15,12,0,1,0,0,0,0,0,0,1,8,0,0,2,0,0 +triunca01,2014,1,LAN,NL,12,15,3,2,0,0,1,1,0,0,1,5,0,0,0,0,0 +tropeni01,2014,1,HOU,AL,4,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +troutmi01,2014,1,LAA,AL,157,602,115,173,39,9,36,111,16,2,83,184,6,10,0,10,6 +trumbma01,2014,1,ARI,NL,88,328,37,77,15,1,14,61,2,3,28,89,3,1,0,5,8 +tuivasa01,2014,1,SLN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tulowtr01,2014,1,COL,NL,91,315,71,107,18,1,21,52,1,1,50,57,4,5,0,5,4 +turneja01,2014,1,MIA,NL,20,13,1,3,2,0,0,0,0,0,1,5,0,0,5,0,0 +turneja01,2014,2,CHN,NL,8,10,0,1,0,0,0,0,0,0,0,7,0,0,0,0,0 +turneju01,2014,1,LAN,NL,109,288,46,98,21,1,7,43,6,1,28,58,1,4,0,2,6 +ueharko01,2014,1,BOS,AL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ugglada01,2014,1,ATL,NL,48,130,13,21,3,0,2,10,0,0,10,40,0,4,0,1,3 +ugglada01,2014,2,SFN,NL,4,11,1,0,0,0,0,0,0,0,1,6,0,0,0,0,0 +uptonbj01,2014,1,ATL,NL,141,519,67,108,19,5,12,35,20,7,57,173,5,1,3,2,6 +uptonju01,2014,1,ATL,NL,154,566,77,153,34,2,29,102,8,4,60,171,1,6,0,8,10 +uribeju01,2014,1,LAN,NL,103,386,36,120,23,0,9,54,0,1,15,77,2,1,0,2,15 +utleych01,2014,1,PHI,NL,155,589,74,159,36,6,11,78,10,1,53,85,12,13,0,9,8 +valaich01,2014,1,CHN,NL,44,121,10,28,4,0,3,13,1,0,7,35,1,2,0,1,5 +valbulu01,2014,1,CHN,NL,149,478,68,119,33,4,16,51,1,2,65,113,4,2,1,1,8 +valdejo02,2014,1,MIA,NL,52,98,8,21,2,1,3,10,1,0,9,16,0,0,6,0,1 +valdera02,2014,1,HOU,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +valenda01,2014,1,KCA,AL,36,110,8,31,5,0,2,11,0,0,7,27,0,1,0,1,4 +valenda01,2014,2,TOR,AL,50,154,12,37,11,1,2,19,1,1,7,35,0,1,0,3,4 +valvejo01,2014,1,NYN,NL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vanslsc01,2014,1,LAN,NL,98,212,32,63,13,1,11,29,4,2,28,71,0,4,0,2,3 +vargaja01,2014,1,KCA,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vargake01,2014,1,MIN,AL,53,215,26,59,10,1,9,38,0,0,12,63,2,3,0,4,5 +varvaan01,2014,1,ATL,NL,61,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vazquch01,2014,1,BOS,AL,55,175,15,42,9,0,1,20,0,0,19,33,1,0,3,4,4 +vealdo01,2014,1,CHA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +venabwi01,2014,1,SDN,NL,146,406,47,91,13,2,8,33,11,6,33,107,2,4,3,2,6 +ventuyo01,2014,1,KCA,AL,31,4,1,1,0,0,0,0,0,0,0,3,0,0,1,0,0 +verasjo01,2014,1,CHN,NL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +verasjo01,2014,2,HOU,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +verhadr01,2014,1,DET,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +verlaju01,2014,1,DET,AL,32,6,1,2,0,0,0,0,0,0,0,0,0,0,1,0,0 +vicieda01,2014,1,CHA,AL,145,523,65,121,22,3,21,58,0,1,32,122,3,5,0,3,19 +victosh01,2014,1,BOS,AL,30,123,14,33,6,1,2,12,2,0,6,21,0,1,1,2,3 +villaca01,2014,1,CHN,NL,42,10,0,0,0,0,0,0,0,0,0,6,0,0,3,0,1 +villajo01,2014,1,HOU,AL,87,263,31,55,13,2,7,27,17,4,19,80,1,2,4,1,4 +villape01,2014,1,CIN,NL,12,2,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +vinceni01,2014,1,SDN,NL,63,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +vizcaar01,2014,1,CHN,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vogelry01,2014,1,SFN,NL,32,61,3,7,2,0,0,2,0,0,2,20,0,1,2,0,1 +vogtst01,2014,1,OAK,AL,84,269,26,75,10,2,9,35,1,0,16,39,2,1,0,1,2 +volqued01,2014,1,PIT,NL,32,53,3,2,0,0,0,2,0,0,3,27,0,0,8,0,0 +vottojo01,2014,1,CIN,NL,62,220,32,56,16,0,6,23,1,1,47,49,2,3,0,2,5 +wachami01,2014,1,SLN,NL,19,29,1,1,0,0,0,2,0,0,0,18,0,0,3,0,0 +wadats01,2014,1,CHN,NL,13,20,0,1,0,0,0,0,0,0,1,10,0,0,3,0,0 +wagnene01,2014,1,TOR,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wainwad01,2014,1,SLN,NL,32,72,4,13,3,0,0,6,0,0,3,22,0,0,7,0,0 +waldejo01,2014,1,ATL,NL,58,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +walkech02,2014,1,BAL,AL,6,18,1,3,1,0,1,1,0,0,1,9,0,0,0,0,0 +walkene01,2014,1,PIT,NL,137,512,74,139,25,3,23,76,2,2,45,88,2,11,1,2,12 +walketa01,2014,1,SEA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +walljo02,2014,1,LAA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +walteza01,2014,1,WAS,NL,32,39,7,8,1,0,3,5,0,0,4,16,0,0,0,0,0 +walteza01,2014,2,CLE,AL,30,88,9,15,2,0,7,12,0,0,5,32,0,1,0,0,0 +wangwe01,2014,1,MIL,NL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +warread01,2014,1,NYA,AL,69,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +watkilo01,2014,1,CHN,NL,31,65,10,16,3,0,1,6,1,0,1,16,1,1,1,0,0 +watsoto01,2014,1,PIT,NL,78,3,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +weaveje02,2014,1,LAA,AL,34,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +webbda01,2014,1,CHA,AL,57,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +webbry01,2014,1,BAL,AL,51,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +webstal01,2014,1,BOS,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +weeksje01,2014,1,BAL,AL,3,11,2,3,0,1,0,0,0,0,0,0,0,0,2,0,1 +weeksje01,2014,2,BOS,AL,14,26,6,8,3,0,0,3,2,0,4,2,0,1,0,1,0 +weeksri01,2014,1,MIL,NL,121,252,36,69,19,1,8,29,3,4,25,73,0,8,0,1,7 +werthja01,2014,1,WAS,NL,147,534,85,156,37,1,16,82,9,1,83,113,3,9,0,3,9 +westma03,2014,1,TEX,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wheelry01,2014,1,COL,NL,31,56,6,13,2,0,2,13,0,0,5,12,0,0,0,3,1 +wheelza01,2014,1,NYN,NL,34,50,1,4,1,0,0,3,0,0,1,24,0,0,12,0,0 +wheelze01,2014,1,NYA,AL,29,57,6,11,0,0,2,5,0,0,2,12,0,1,1,1,1 +whelake01,2014,1,DET,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +whiteel03,2014,1,CHN,NL,8,25,0,3,1,0,0,2,1,0,0,8,0,0,0,1,0 +whitlch01,2014,1,NYA,AL,24,5,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +wielajo01,2014,1,SDN,NL,4,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +wietema01,2014,1,BAL,AL,26,104,13,32,5,0,5,18,0,1,6,19,0,0,0,2,1 +wilheto01,2014,1,SEA,AL,57,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wilkian01,2014,1,CHA,AL,17,43,2,6,2,0,0,2,0,0,2,22,0,0,0,0,1 +willija01,2014,1,COL,NL,7,14,1,3,0,0,1,3,0,0,2,4,0,0,0,0,1 +willije02,2014,1,HOU,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +willije02,2014,2,TEX,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +willije02,2014,3,PHI,NL,9,12,0,2,0,0,0,3,0,0,0,4,0,0,4,0,0 +willijo03,2014,1,MIN,AL,68,224,34,47,5,1,12,34,1,0,42,78,3,7,0,5,2 +willijo03,2014,2,KCA,AL,24,73,14,17,5,0,2,6,1,0,11,24,0,2,0,0,4 +wilsoal01,2014,1,BOS,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wilsobo02,2014,1,ARI,NL,2,4,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +wilsobr01,2014,1,LAN,NL,61,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wilsocj01,2014,1,LAA,AL,32,2,1,0,0,0,0,0,0,0,1,2,0,0,0,0,0 +wilsojo03,2014,1,TEX,AL,24,67,7,16,4,0,0,8,1,0,2,14,0,1,2,0,3 +wilsoju10,2014,1,PIT,NL,70,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +withrch01,2014,1,LAN,NL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wolfra02,2014,1,MIA,NL,6,7,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +wongko01,2014,1,SLN,NL,113,402,52,100,14,3,12,42,20,4,21,71,3,4,5,1,12 +woodal02,2014,1,ATL,NL,35,41,1,3,0,0,0,2,0,0,2,28,0,0,5,0,0 +woodbl01,2014,1,CLE,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +woodtr01,2014,1,CHN,NL,41,56,9,13,2,0,3,10,0,0,1,17,0,2,7,0,1 +wootero01,2014,1,MIL,NL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +workmbr01,2014,1,BOS,AL,19,3,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +worleva01,2014,1,PIT,NL,20,32,1,2,1,0,0,0,0,0,1,17,0,0,5,0,0 +worthda01,2014,1,DET,AL,20,42,5,7,1,0,0,5,0,1,2,12,0,1,0,1,1 +wrighda03,2014,1,NYN,NL,134,535,54,144,30,1,8,63,8,5,42,113,5,4,0,5,22 +wrighja01,2014,1,LAN,NL,61,5,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +wrighst01,2014,1,BOS,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wrighwe01,2014,1,CHN,NL,58,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +yateski01,2014,1,TBA,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +yelicch01,2014,1,MIA,NL,144,582,94,165,30,6,9,54,21,7,70,137,3,3,3,2,9 +ynoara01,2014,1,COL,NL,19,67,5,23,6,1,0,13,0,0,4,9,0,0,0,0,1 +youngch03,2014,1,SEA,AL,30,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +youngch04,2014,1,NYN,NL,88,254,31,52,12,0,8,28,7,3,25,54,2,4,1,3,3 +youngch04,2014,2,NYA,AL,23,71,9,20,8,0,3,10,1,0,7,16,0,1,0,0,0 +youngde03,2014,1,BAL,AL,83,242,27,73,11,1,7,30,2,0,10,51,0,3,0,0,6 +younger03,2014,1,NYN,NL,100,280,48,64,10,5,1,17,30,6,24,60,1,5,5,2,2 +zeidjo01,2014,1,HOU,AL,23,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +zieglbr01,2014,1,ARI,NL,68,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +zimmejo02,2014,1,WAS,NL,32,55,3,10,1,0,0,1,0,0,2,21,0,0,9,1,0 +zimmery01,2014,1,WAS,NL,61,214,26,60,19,1,5,38,0,0,22,37,0,0,0,4,6 +zobribe01,2014,1,TBA,AL,146,570,83,155,34,3,10,52,10,5,75,84,4,1,2,6,8 +zuninmi01,2014,1,SEA,AL,131,438,51,87,20,2,22,60,0,3,17,158,1,17,0,4,12 +aardsda01,2015,1,ATL,NL,33,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +abadfe01,2015,1,OAK,AL,62,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +abreujo02,2015,1,CHA,AL,154,613,88,178,34,3,30,101,0,0,39,140,11,15,0,1,16 +achteaj01,2015,1,MIN,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ackledu01,2015,1,SEA,AL,85,186,22,40,8,1,6,19,2,2,14,38,0,1,3,3,3 +ackledu01,2015,2,NYA,AL,23,52,6,15,3,2,4,11,0,0,4,7,0,0,0,1,0 +adamecr01,2015,1,COL,NL,26,53,4,13,1,1,0,3,0,1,3,11,1,1,1,0,0 +adamsau01,2015,1,CLE,AL,28,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1 +adamsma01,2015,1,SLN,NL,60,175,14,42,9,0,5,24,1,0,10,41,1,0,0,1,1 +adcocna01,2015,1,CIN,NL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +adriaeh01,2015,1,SFN,NL,52,113,11,21,7,1,0,11,3,2,15,20,0,4,2,0,2 +affelje01,2015,1,SFN,NL,52,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +aguilje01,2015,1,CLE,AL,7,19,0,6,1,0,0,2,0,0,0,7,0,1,0,0,0 +ahmedni01,2015,1,ARI,NL,134,421,49,95,17,6,9,34,4,5,29,81,1,1,5,3,4 +alberan01,2015,1,TOR,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +alberha01,2015,1,TEX,AL,41,99,12,22,2,1,0,4,1,0,2,17,0,0,3,0,2 +alberma01,2015,1,CHA,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +albural01,2015,1,DET,AL,67,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +alcanar01,2015,1,CHN,NL,11,26,5,2,0,0,0,1,1,0,5,11,0,0,1,0,0 +alexasc01,2015,1,KCA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +allenco01,2015,1,CLE,AL,70,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +almonab01,2015,1,SDN,NL,31,54,6,11,3,0,0,4,1,1,5,19,0,0,3,0,1 +almonab01,2015,2,CLE,AL,51,178,30,47,9,5,5,20,6,0,16,33,0,0,0,2,4 +almonmi01,2015,1,KCA,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +alonsyo01,2015,1,SDN,NL,103,354,50,100,18,1,5,31,2,5,42,48,3,3,0,3,13 +altheaa01,2015,1,PHI,NL,39,137,25,33,11,4,5,22,6,2,16,41,0,5,1,2,3 +altuvjo01,2015,1,HOU,AL,154,638,86,200,40,4,15,66,38,13,33,67,8,9,3,6,17 +alvarda01,2015,1,NYN,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +alvarda02,2015,1,BAL,AL,12,29,3,7,1,0,1,1,0,0,2,8,0,0,0,0,0 +alvarhe01,2015,1,MIA,NL,4,6,1,2,1,0,0,1,0,0,0,1,0,0,0,0,0 +alvarjo02,2015,1,LAA,AL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +alvarpe01,2015,1,PIT,NL,150,437,60,106,18,0,27,77,2,0,48,131,9,2,0,4,6 +alvarrj01,2015,1,OAK,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +amarial01,2015,1,SDN,NL,118,324,28,66,10,4,3,30,5,1,24,55,4,1,3,5,6 +anderbr04,2015,1,LAN,NL,31,47,1,4,1,0,0,3,0,0,5,32,0,0,9,0,2 +anderbr05,2015,1,OAK,AL,4,5,0,2,0,0,0,1,0,0,1,1,0,0,1,1,0 +anderch01,2015,1,ARI,NL,28,48,0,5,0,0,0,3,0,0,1,23,0,0,8,0,2 +anderco01,2015,1,CLE,AL,15,3,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +andrima01,2015,1,TBA,AL,25,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +andruel01,2015,1,TEX,AL,160,596,69,154,34,2,7,62,25,9,46,78,1,2,8,9,14 +annade01,2015,1,SLN,NL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +aokino01,2015,1,SFN,NL,93,355,42,102,12,3,5,26,14,5,30,25,0,6,1,0,8 +araujel01,2015,1,PHI,NL,40,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +archech01,2015,1,TBA,AL,34,5,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +arciaos01,2015,1,MIN,AL,19,58,6,16,0,0,2,8,0,0,4,15,4,2,0,1,2 +arenano01,2015,1,COL,NL,157,616,97,177,43,4,42,130,2,5,34,110,13,4,0,11,17 +arencjp01,2015,1,TBA,AL,24,71,9,22,3,0,6,17,0,0,1,22,0,0,0,1,1 +ariasjo01,2015,1,SFN,NL,40,58,5,12,1,0,1,4,1,0,0,12,0,0,1,0,1 +armstsh01,2015,1,CLE,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +arojo01,2015,1,BOS,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +arrieja01,2015,1,CHN,NL,33,79,5,12,1,1,2,2,0,0,1,45,0,0,3,0,1 +ascheco01,2015,1,PHI,NL,129,425,41,104,22,3,12,39,1,2,26,111,3,4,0,1,4 +asheral01,2015,1,PHI,NL,7,6,0,2,1,0,0,0,0,0,0,3,0,0,0,0,0 +ashlene01,2015,1,MIL,NL,12,20,2,2,1,0,0,1,0,0,0,8,0,1,0,0,0 +atchisc01,2015,1,CLE,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +aumonph01,2015,1,PHI,NL,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +avilaal01,2015,1,DET,AL,67,178,21,34,5,0,4,13,0,1,40,66,0,0,1,0,4 +avilalu01,2015,1,ATL,NL,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +avilalu01,2015,2,LAN,NL,23,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +avilemi01,2015,1,CLE,AL,98,290,37,67,10,0,5,17,3,1,20,38,0,1,5,1,18 +axelrdy01,2015,1,CIN,NL,6,2,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +axforjo01,2015,1,COL,NL,60,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +aybarer01,2015,1,LAA,AL,156,597,74,161,30,1,3,44,15,6,25,73,1,4,7,5,12 +badenbu01,2015,1,CIN,NL,68,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +baezja01,2015,1,CHN,NL,28,76,4,22,6,0,1,4,1,2,4,24,1,0,0,0,0 +baezpe01,2015,1,LAN,NL,52,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bailean01,2015,1,NYA,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +baileho02,2015,1,CIN,NL,2,4,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +bakerje03,2015,1,MIA,NL,41,72,11,15,3,0,3,8,0,0,8,25,0,0,0,0,0 +bakersc02,2015,1,LAN,NL,2,3,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +balesco01,2015,1,CIN,NL,15,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +balfogr01,2015,1,TBA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bandyje01,2015,1,LAA,AL,2,2,1,1,0,0,1,1,0,0,0,0,0,0,0,0,0 +banuema01,2015,1,ATL,NL,7,3,0,0,0,0,0,0,0,0,0,1,0,0,4,0,0 +barmecl01,2015,1,SDN,NL,98,207,24,48,14,1,3,16,0,1,10,55,2,4,3,0,0 +barneau01,2015,1,LAN,NL,20,29,4,6,2,0,0,1,1,0,6,6,0,1,1,0,2 +barnebr02,2015,1,COL,NL,106,255,30,64,13,2,2,17,4,2,21,67,3,3,1,1,6 +barneda01,2015,1,LAN,NL,2,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barneda01,2015,2,TOR,AL,15,23,4,7,1,0,2,4,0,0,1,2,0,0,2,0,0 +barnema01,2015,1,BOS,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barnhtu01,2015,1,CIN,NL,81,242,23,61,9,0,3,18,0,1,25,45,5,2,2,3,10 +baronst01,2015,1,SEA,AL,4,11,0,0,0,0,0,0,0,0,0,2,0,0,0,0,2 +barraky01,2015,1,MIA,NL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barreaa01,2015,1,WAS,NL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barriyh01,2015,1,MIL,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bassan01,2015,1,TEX,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bassich01,2015,1,OAK,AL,18,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +bastaan01,2015,1,PIT,NL,66,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +bauertr01,2015,1,CLE,AL,31,6,0,1,0,0,0,0,0,0,1,1,0,0,0,0,0 +bautijo02,2015,1,TOR,AL,153,543,108,136,29,3,40,114,8,2,110,106,2,5,0,8,19 +baxtemi01,2015,1,CHN,NL,34,57,6,14,1,0,0,2,0,0,7,14,1,2,0,0,3 +beachbr01,2015,1,LAN,NL,2,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +beckch02,2015,1,CHA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +beckhgo01,2015,1,CHA,AL,100,211,24,44,8,0,6,20,0,1,19,43,1,2,1,4,6 +beckhti01,2015,1,TBA,AL,82,203,24,45,7,4,9,37,3,1,13,69,0,3,0,4,3 +bedroca01,2015,1,LAA,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +beeleda01,2015,1,CHN,NL,3,3,0,1,1,0,0,0,0,0,0,1,0,0,0,0,0 +beimejo01,2015,1,SEA,AL,53,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +belisma01,2015,1,SLN,NL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +belisro01,2015,1,TBA,AL,6,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +belivje01,2015,1,TBA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bellaan01,2015,1,TBA,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +beltbr01,2015,1,SFN,NL,137,492,73,138,33,5,18,68,9,3,56,147,2,4,0,4,3 +beltrad01,2015,1,TEX,AL,143,567,83,163,32,4,18,83,1,0,41,65,4,3,0,8,18 +beltrca01,2015,1,NYA,AL,133,478,57,132,34,1,19,67,0,0,45,85,2,2,0,6,12 +benoijo01,2015,1,SDN,NL,67,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bergmch01,2015,1,COL,NL,30,12,1,2,0,0,0,0,0,0,1,4,0,0,2,0,0 +bernido01,2015,1,MIN,AL,4,5,1,1,1,0,0,2,0,0,1,3,0,0,0,0,0 +berryqu01,2015,1,CHN,NL,8,1,1,0,0,0,0,0,2,1,0,1,0,0,0,0,0 +betande01,2015,1,NYA,AL,74,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +betanra01,2015,1,COL,NL,45,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bethach01,2015,1,ATL,NL,48,155,16,31,8,0,2,12,1,1,5,33,1,0,0,0,7 +bettich01,2015,1,COL,NL,20,29,2,2,0,0,0,1,0,0,4,13,0,0,0,0,0 +bettsmo01,2015,1,BOS,AL,145,597,92,174,42,8,18,77,21,6,46,82,1,2,3,6,2 +biancje01,2015,1,BOS,AL,3,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +billich01,2015,1,PHI,NL,7,13,2,1,0,0,1,1,0,0,0,5,0,0,1,0,1 +birdgr01,2015,1,NYA,AL,46,157,26,41,9,0,11,31,0,0,19,53,0,1,0,1,1 +blackch02,2015,1,COL,NL,157,614,93,176,31,9,17,58,43,13,46,112,2,13,5,4,4 +blairca01,2015,1,OAK,AL,11,31,3,4,0,0,1,3,0,0,4,18,0,0,0,0,1 +blancan01,2015,1,PHI,NL,106,233,32,68,22,3,7,25,1,1,21,44,0,4,3,0,11 +blancgr01,2015,1,SFN,NL,115,327,59,95,19,3,5,26,13,5,40,59,7,2,0,3,3 +blankky01,2015,1,TEX,AL,18,67,10,21,5,0,3,6,1,0,4,20,0,0,0,0,1 +blantjo01,2015,1,KCA,AL,15,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +blantjo01,2015,2,PIT,NL,21,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +blazemi01,2015,1,MIL,NL,45,4,0,1,1,0,0,1,0,0,0,2,0,0,0,0,0 +blevije01,2015,1,NYN,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bloomwi01,2015,1,SEA,AL,35,69,2,11,1,0,0,4,1,1,2,13,0,1,0,0,2 +bochybr02,2015,1,SFN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +boescbr01,2015,1,CIN,NL,51,89,4,13,2,0,1,5,1,0,4,30,0,1,0,0,0 +bogaexa01,2015,1,BOS,AL,156,613,84,196,35,3,7,81,10,2,32,101,1,3,3,3,16 +bogusbr01,2015,1,PHI,NL,22,58,9,15,3,0,2,5,2,0,3,21,0,0,0,0,1 +bolsimi01,2015,1,LAN,NL,21,38,1,1,1,0,0,0,0,0,0,23,0,0,2,0,0 +bonifem01,2015,1,CHA,AL,47,78,5,13,2,0,0,4,1,4,2,27,0,1,1,0,1 +bourgja01,2015,1,CIN,NL,68,196,28,47,5,2,3,14,3,1,14,33,0,1,1,0,2 +bourjpe01,2015,1,SLN,NL,117,195,32,39,8,3,4,13,5,8,19,59,4,6,4,1,2 +bourju01,2015,1,MIA,NL,129,409,42,107,20,0,23,73,0,0,34,101,3,2,0,1,19 +bournmi01,2015,1,CLE,AL,95,289,29,71,12,1,0,19,13,5,29,76,0,0,7,1,2 +bournmi01,2015,2,ATL,NL,46,136,10,30,3,1,0,11,4,2,17,31,0,0,1,2,3 +boxbebr01,2015,1,TBA,AL,69,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +boydma01,2015,1,TOR,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +boydma01,2015,2,DET,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +boyerbl01,2015,1,MIN,AL,68,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brachbr01,2015,1,BAL,AL,62,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brachsi01,2015,1,ARI,NL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bradlar01,2015,1,ARI,NL,8,14,0,2,0,0,0,0,0,1,0,7,0,0,0,0,0 +bradlja02,2015,1,BOS,AL,74,221,43,55,17,4,10,43,3,0,27,69,0,3,1,3,5 +brantmi02,2015,1,CLE,AL,137,529,68,164,45,0,15,84,15,1,60,51,8,2,0,5,14 +brantro01,2015,1,CHA,AL,14,33,3,4,1,0,1,6,0,0,2,8,0,0,0,1,1 +braunry02,2015,1,MIL,NL,140,506,87,144,27,3,25,84,24,4,54,115,4,4,0,3,20 +breslcr01,2015,1,BOS,AL,45,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brettry01,2015,1,TBA,AL,3,3,0,2,1,0,0,0,0,0,1,0,0,0,0,0,0 +brighja01,2015,1,ATL,NL,12,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +brignre01,2015,1,MIA,NL,17,13,2,1,0,0,0,0,0,0,3,5,0,0,1,0,0 +britoso01,2015,1,ARI,NL,18,33,5,10,3,1,0,1,1,0,1,7,0,0,0,0,0 +brittza01,2015,1,BAL,AL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +broadmi01,2015,1,SFN,NL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brookaa01,2015,1,KCA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brookaa01,2015,2,OAK,AL,11,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brothre01,2015,1,COL,NL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brownbr02,2015,1,COL,NL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +browndo01,2015,1,PHI,NL,63,189,19,43,6,1,5,25,3,1,14,36,0,1,0,0,2 +browntr01,2015,1,SFN,NL,13,39,1,9,3,0,0,5,1,1,3,8,0,0,0,1,0 +broxtjo01,2015,1,MIL,NL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +broxtjo01,2015,2,SLN,NL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +broxtke01,2015,1,PIT,NL,7,2,3,0,0,0,0,0,1,1,0,1,0,0,0,0,0 +bruceja01,2015,1,CIN,NL,157,580,72,131,35,4,26,87,9,5,58,145,8,2,0,9,10 +bryankr01,2015,1,CHN,NL,151,559,87,154,31,5,26,99,13,4,77,199,0,9,0,5,7 +buchada01,2015,1,PHI,NL,15,20,2,4,1,0,0,1,0,0,2,8,0,0,1,0,0 +buchaja01,2015,1,HOU,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +buchhcl01,2015,1,BOS,AL,18,6,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +buehrma01,2015,1,TOR,AL,32,7,0,1,0,0,0,0,0,0,1,3,0,0,1,0,0 +bumgama01,2015,1,SFN,NL,36,77,9,19,2,0,5,9,0,0,3,27,0,0,1,0,1 +burawda01,2015,1,NYA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +burawda01,2015,2,ATL,NL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +burgoen02,2015,1,ARI,NL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +burneaj01,2015,1,PIT,NL,26,42,1,5,0,0,1,5,0,0,0,20,0,0,9,1,1 +burnsbi02,2015,1,OAK,AL,125,520,70,153,18,9,5,42,26,8,26,81,1,6,1,2,5 +burriem01,2015,1,WAS,NL,5,3,2,2,0,0,0,0,0,0,2,0,0,0,0,0,0 +buterdr01,2015,1,LAA,AL,10,21,3,4,0,0,0,0,0,1,0,2,0,0,0,0,0 +buterdr01,2015,2,KCA,AL,45,86,6,17,3,0,1,5,0,0,6,24,0,2,5,0,0 +butlebi03,2015,1,OAK,AL,151,538,63,135,28,1,15,65,0,0,52,101,4,7,0,4,26 +butleed01,2015,1,COL,NL,16,23,0,1,0,0,0,0,0,0,0,13,0,0,1,0,0 +butlejo04,2015,1,TBA,AL,88,257,30,71,12,0,8,30,5,2,16,82,0,3,0,0,16 +buxtoby01,2015,1,MIN,AL,46,129,16,27,7,1,2,6,2,2,6,44,0,1,2,0,1 +byrdma01,2015,1,CIN,NL,96,359,46,85,13,3,19,42,2,1,23,101,1,3,0,3,6 +byrdma01,2015,2,SFN,NL,39,147,12,40,12,2,4,31,0,0,6,44,1,1,0,2,4 +cabrace01,2015,1,BAL,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cabreas01,2015,1,TBA,AL,143,505,66,134,28,5,15,58,6,3,36,107,4,3,1,6,14 +cabreev01,2015,1,BAL,AL,29,96,7,20,2,0,0,4,2,0,5,22,0,1,1,2,4 +cabreme01,2015,1,CHA,AL,158,629,70,172,36,2,12,77,3,0,40,88,2,2,2,10,18 +cabremi01,2015,1,DET,AL,119,429,64,145,28,1,18,76,1,1,77,82,15,3,0,2,19 +cabrera01,2015,1,CIN,NL,13,30,4,11,1,0,1,3,0,0,0,5,0,0,0,0,1 +cahiltr01,2015,1,ATL,NL,15,5,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +cahiltr01,2015,2,CHN,NL,11,2,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +cainlo01,2015,1,KCA,AL,140,551,101,169,34,6,16,72,28,6,37,98,4,12,0,4,16 +cainma01,2015,1,SFN,NL,13,16,0,0,0,0,0,1,0,0,0,9,0,0,3,1,0 +calhoko01,2015,1,LAA,AL,159,630,78,161,23,2,26,83,4,1,45,164,1,5,2,4,6 +calixor01,2015,1,KCA,AL,2,3,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +callaal01,2015,1,ATL,NL,37,107,12,22,2,0,1,8,0,0,14,10,1,0,0,2,4 +callaal01,2015,2,LAN,NL,60,123,8,32,5,0,0,7,0,0,14,24,0,0,1,0,2 +caminar01,2015,1,PIT,NL,73,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +campber01,2015,1,NYN,NL,71,173,28,34,8,0,3,19,5,3,26,37,1,4,1,2,11 +campole01,2015,1,SDN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +canhama01,2015,1,OAK,AL,124,441,61,112,22,3,16,70,7,2,33,96,0,8,0,3,9 +canoro01,2015,1,SEA,AL,156,624,82,179,34,1,21,79,2,6,43,107,5,3,0,4,26 +cappsca01,2015,1,MIA,NL,30,2,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +capuach01,2015,1,NYA,AL,22,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +carlybu01,2015,1,NYN,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +carmofa01,2015,1,HOU,AL,20,2,1,0,0,0,0,0,0,0,1,2,0,0,0,0,0 +carpeda01,2015,1,NYA,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +carpeda01,2015,2,WAS,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +carpeda02,2015,1,ATL,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +carpema01,2015,1,SLN,NL,154,574,101,156,44,3,28,84,4,3,81,151,5,6,0,4,5 +carraca01,2015,1,CLE,AL,30,1,0,1,0,0,0,0,0,0,0,0,0,0,2,0,0 +carreez01,2015,1,TOR,AL,91,172,27,47,8,0,3,26,2,1,11,45,0,2,5,2,1 +carrosc02,2015,1,CHA,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cartech02,2015,1,HOU,AL,129,391,50,78,17,0,24,64,1,2,57,151,1,6,0,5,5 +casalcu01,2015,1,TBA,AL,38,101,13,24,6,0,10,18,0,0,8,34,0,2,1,1,2 +cashnan01,2015,1,SDN,NL,38,60,2,5,0,0,0,1,0,0,1,24,0,0,0,0,0 +casteni01,2015,1,DET,AL,154,549,42,140,33,6,15,73,0,3,39,152,1,1,0,6,21 +castiru01,2015,1,BOS,AL,80,273,35,69,10,2,5,29,4,5,13,54,0,1,1,1,11 +castiwe01,2015,1,CHN,NL,24,43,5,7,2,0,2,5,0,0,3,12,1,1,0,0,0 +castiwe01,2015,2,SEA,AL,6,25,3,4,0,0,0,2,0,0,1,5,0,0,0,2,2 +castiwe01,2015,3,ARI,NL,80,274,34,70,13,1,17,50,0,0,21,75,0,5,0,3,10 +castran01,2015,1,OAK,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +castrda01,2015,1,ATL,NL,33,96,14,23,2,1,2,5,0,0,3,15,0,0,1,0,4 +castrja01,2015,1,HOU,AL,104,337,38,71,19,0,11,31,0,0,33,115,1,2,0,3,5 +castrmi01,2015,1,TOR,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +castrmi01,2015,2,COL,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +castrsi01,2015,1,COL,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +castrst01,2015,1,CHN,NL,151,547,52,145,23,2,11,69,5,5,21,91,6,5,1,4,18 +cecchga01,2015,1,BOS,AL,2,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +cecilbr01,2015,1,TOR,AL,63,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cecilda01,2015,1,NYN,NL,39,68,5,14,2,0,1,3,5,1,4,25,0,2,0,0,0 +cedenxa01,2015,1,WAS,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cedenxa01,2015,2,TBA,AL,61,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +centeju01,2015,1,MIL,NL,10,21,0,1,1,0,0,0,0,0,2,7,0,0,0,0,0 +cervefr01,2015,1,PIT,NL,130,451,56,133,17,5,7,43,1,1,46,94,1,8,4,1,12 +cespeyo01,2015,1,DET,AL,102,403,62,118,28,2,18,61,3,4,19,87,2,1,0,4,9 +cespeyo01,2015,2,NYN,NL,57,230,39,66,14,4,17,44,4,1,14,54,3,4,0,1,5 +chacijh01,2015,1,ARI,NL,5,8,0,1,0,0,0,0,0,0,0,4,0,0,1,0,0 +chafian01,2015,1,ARI,NL,66,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +chambjo03,2015,1,DET,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chambjo03,2015,2,KCA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chapmar01,2015,1,CIN,NL,65,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chapmke02,2015,1,HOU,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chaveje01,2015,1,OAK,AL,30,3,0,1,0,0,0,0,0,0,0,2,0,0,2,0,0 +chenbr01,2015,1,CLE,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chenwe02,2015,1,BAL,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chiriro01,2015,1,TEX,AL,78,233,33,54,16,1,10,34,0,0,28,62,0,5,5,2,4 +chiselo01,2015,1,CLE,AL,106,333,38,82,19,1,7,44,4,1,23,69,3,1,2,3,0 +choatra01,2015,1,SLN,NL,71,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +choicmi01,2015,1,TEX,AL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +choosh01,2015,1,TEX,AL,149,555,94,153,32,3,22,82,4,2,76,147,1,15,2,5,7 +cingrto01,2015,1,CIN,NL,35,2,1,0,0,0,0,1,0,0,0,1,0,0,0,0,0 +ciriape01,2015,1,ATL,NL,84,142,14,37,8,1,1,15,4,2,2,38,0,2,2,3,1 +cishest01,2015,1,MIA,NL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cishest01,2015,2,SLN,NL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +claudal01,2015,1,TEX,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clevest01,2015,1,BAL,AL,30,101,11,29,4,2,2,15,0,0,4,13,1,0,0,0,3 +clippty01,2015,1,OAK,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clippty01,2015,2,NYN,NL,32,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +coghlch01,2015,1,CHN,NL,148,440,64,110,25,6,16,41,11,2,58,94,6,3,1,1,8 +cokeph01,2015,1,CHN,NL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cokeph01,2015,2,TOR,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +colabch01,2015,1,TOR,AL,101,333,55,107,19,1,15,54,2,0,22,96,0,3,0,2,12 +coleaj01,2015,1,WAS,NL,3,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1 +colege01,2015,1,PIT,NL,33,60,5,9,0,0,0,2,0,0,2,28,0,0,9,0,0 +colemdu01,2015,1,KCA,AL,4,5,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +colemlo01,2015,1,KCA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +collity01,2015,1,DET,AL,60,192,18,51,11,3,4,25,2,1,13,43,0,1,1,0,2 +collmjo01,2015,1,ARI,NL,44,27,2,5,0,0,0,1,0,0,3,9,0,0,2,0,1 +colomal01,2015,1,TBA,AL,43,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +colonba01,2015,1,NYN,NL,33,58,2,8,1,0,0,4,0,0,0,24,0,1,4,1,2 +colonch01,2015,1,KCA,AL,43,107,8,31,5,0,0,6,3,2,11,17,0,0,1,0,2 +confomi01,2015,1,NYN,NL,56,174,30,47,14,0,9,26,0,1,17,39,0,1,0,2,4 +congeha01,2015,1,HOU,AL,73,201,25,46,11,0,11,33,0,1,23,63,0,2,1,2,6 +conlead01,2015,1,MIA,NL,15,18,0,4,0,0,0,1,0,0,0,8,0,0,4,0,0 +contrca01,2015,1,CIN,NL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cookry01,2015,1,OAK,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cookry01,2015,2,BOS,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cooneti01,2015,1,SLN,NL,6,10,1,3,1,0,0,0,0,0,0,0,0,0,1,0,0 +copelsc01,2015,1,TOR,AL,5,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +corbipa01,2015,1,ARI,NL,16,25,1,3,0,0,0,3,0,0,3,11,0,0,1,0,1 +cordier01,2015,1,MIA,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +cornejo01,2015,1,ATL,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +corpoca01,2015,1,TEX,AL,33,107,10,19,4,0,3,15,0,0,6,40,0,4,2,2,1 +correca01,2015,1,HOU,AL,99,387,52,108,22,1,22,68,14,4,40,78,2,1,0,4,10 +correke01,2015,1,PHI,NL,5,6,0,1,0,0,0,0,0,0,0,1,0,0,1,0,0 +cosarja01,2015,1,MIA,NL,15,17,0,1,0,0,0,1,0,0,0,8,0,0,1,0,0 +cothaca01,2015,1,NYA,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cottsne01,2015,1,MIL,NL,51,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cottsne01,2015,2,MIN,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +couloda01,2015,1,LAN,NL,5,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +couloda01,2015,2,OAK,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cowarka01,2015,1,LAA,AL,34,46,8,8,2,0,1,4,1,1,5,19,0,0,1,0,1 +cowgico01,2015,1,LAA,AL,55,69,10,13,2,1,1,2,2,1,4,19,0,0,1,0,1 +cozarza01,2015,1,CIN,NL,53,194,28,50,10,1,9,28,3,3,14,29,1,2,1,3,4 +craigal01,2015,1,BOS,AL,36,79,6,12,1,0,1,3,0,0,7,26,0,2,0,0,2 +cravyty01,2015,1,MIL,NL,14,8,0,0,0,0,0,0,0,0,0,3,0,0,2,0,0 +crawfbr01,2015,1,SFN,NL,143,507,65,130,33,4,21,84,6,4,39,119,9,11,0,4,18 +crawfca02,2015,1,LAN,NL,69,181,19,48,9,2,4,16,10,2,10,41,1,0,0,0,3 +crispco01,2015,1,OAK,AL,44,126,11,22,6,0,0,6,2,0,13,25,0,0,0,0,2 +crockky01,2015,1,CLE,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +croncj01,2015,1,LAA,AL,113,378,37,99,17,1,16,51,3,1,17,82,1,5,0,3,9 +cruzne02,2015,1,SEA,AL,152,590,90,178,22,1,44,93,3,2,59,164,9,5,0,1,6 +cruzto03,2015,1,SLN,NL,69,142,6,29,7,1,2,11,0,0,6,32,0,0,2,1,6 +cuddymi01,2015,1,NYN,NL,117,379,44,98,18,1,10,41,2,0,24,88,0,4,0,1,13 +cuetojo01,2015,1,CIN,NL,19,37,1,6,0,0,0,0,0,0,1,10,0,0,5,0,0 +cuetojo01,2015,2,KCA,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cunnibr02,2015,1,ATL,NL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cunnito01,2015,1,ATL,NL,39,86,13,19,4,0,0,4,2,1,5,17,1,2,0,0,1 +cuthbch01,2015,1,KCA,AL,19,46,6,10,2,1,1,8,0,0,4,9,0,0,0,0,0 +danksjo01,2015,1,CHA,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +danksjo02,2015,1,PHI,NL,4,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +darnach01,2015,1,PHI,NL,11,17,2,3,0,1,0,0,0,1,1,7,0,0,0,0,0 +darnatr01,2015,1,NYN,NL,67,239,31,64,14,1,12,41,0,0,23,49,0,4,0,2,7 +davieky01,2015,1,NYA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +davieza01,2015,1,MIL,NL,6,13,1,1,0,0,0,0,0,0,0,3,0,0,1,0,0 +davisch02,2015,1,BAL,AL,160,573,100,150,31,0,47,117,2,3,84,208,6,8,0,5,6 +davisik02,2015,1,OAK,AL,74,214,19,49,17,0,3,20,0,0,23,44,0,0,0,2,5 +daviskh01,2015,1,MIL,NL,121,392,54,97,16,2,27,66,6,2,44,122,1,1,0,3,9 +davisra01,2015,1,DET,AL,112,341,55,88,16,11,8,30,18,8,22,76,0,3,1,3,5 +daviswa01,2015,1,KCA,AL,69,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +deazaal01,2015,1,BAL,AL,30,103,16,22,4,1,3,7,2,2,7,34,2,2,0,0,1 +deazaal01,2015,2,BOS,AL,60,161,23,47,9,5,4,25,3,1,12,36,1,2,2,1,2 +deazaal01,2015,3,SFN,NL,24,61,12,16,4,1,0,3,2,2,12,14,0,1,0,1,3 +deckeco01,2015,1,SDN,NL,8,11,0,0,0,0,0,1,0,0,0,5,0,0,0,1,1 +deckeja01,2015,1,PIT,NL,23,28,8,6,1,1,0,1,0,0,7,9,0,0,1,0,0 +dedunsa01,2015,1,HOU,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +defraju01,2015,1,PHI,NL,61,3,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +degroja01,2015,1,NYN,NL,31,59,3,11,1,0,0,4,0,0,3,16,0,0,4,0,4 +dejesda01,2015,1,TBA,AL,82,232,24,60,8,2,5,26,3,2,19,39,1,4,0,2,4 +dejesda01,2015,2,LAA,AL,30,56,3,7,1,0,0,4,0,0,2,13,0,2,0,0,1 +dejesiv02,2015,1,CIN,NL,76,201,15,49,10,2,4,28,0,2,19,55,0,1,0,1,3 +delabst01,2015,1,TOR,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +delarjo01,2015,1,COL,NL,26,48,0,3,0,0,0,3,0,0,0,18,0,0,2,0,1 +delarru01,2015,1,ARI,NL,32,64,3,6,0,0,0,2,0,0,0,25,0,0,4,0,0 +delgara01,2015,1,ARI,NL,64,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +delosab01,2015,1,WAS,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dendema01,2015,1,WAS,NL,55,99,12,25,6,1,5,12,0,1,9,20,0,0,2,0,0 +denorch01,2015,1,CHN,NL,103,212,18,57,11,1,3,18,0,1,15,56,1,1,2,1,7 +depaujo02,2015,1,NYA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +descada01,2015,1,COL,NL,101,185,22,38,3,2,5,22,1,2,20,45,6,0,4,0,3 +desclan01,2015,1,CIN,NL,31,58,1,9,1,0,0,3,0,0,3,33,0,0,2,1,0 +deshide02,2015,1,TEX,AL,121,425,83,111,22,10,2,37,25,8,53,101,1,3,7,4,1 +desmoia01,2015,1,WAS,NL,156,583,69,136,27,2,19,62,13,5,45,187,0,3,6,4,9 +despaod01,2015,1,SDN,NL,34,30,0,2,1,0,0,0,0,0,1,11,0,0,3,0,1 +detwiro01,2015,1,TEX,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +detwiro01,2015,2,ATL,NL,24,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +diazel01,2015,1,PIT,NL,2,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +diazja01,2015,1,COL,NL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +diazjo02,2015,1,TOR,AL,7,13,1,2,0,0,0,2,0,0,1,3,0,1,1,0,0 +diazju03,2015,1,CIN,NL,61,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dickeal01,2015,1,SDN,NL,11,8,0,2,0,0,0,0,0,0,0,3,0,0,0,0,1 +dickeco01,2015,1,COL,NL,65,224,30,68,18,2,10,31,0,1,10,56,0,0,0,0,3 +dickera01,2015,1,TOR,AL,33,3,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +diekmja01,2015,1,PHI,NL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +diekmja01,2015,2,TEX,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dietrde01,2015,1,MIA,NL,90,250,38,64,14,3,10,24,0,2,23,65,2,13,0,3,4 +difowi01,2015,1,WAS,NL,15,11,1,2,0,0,0,0,0,0,0,2,0,0,0,0,0 +dominch01,2015,1,CIN,NL,14,23,2,6,1,1,1,3,0,0,0,12,0,0,0,0,0 +dominjo01,2015,1,TBA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +donaljo02,2015,1,TOR,AL,158,620,122,184,41,2,41,123,6,0,73,133,0,6,2,10,16 +doolise01,2015,1,OAK,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dornda01,2015,1,ARI,NL,23,30,0,5,1,0,0,3,0,0,2,10,0,0,0,0,1 +doubrfe01,2015,1,TOR,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +doubrfe01,2015,2,OAK,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +doziebr01,2015,1,MIN,AL,157,628,101,148,39,4,28,77,12,4,61,148,2,7,0,8,10 +drabeky01,2015,1,CHA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +drakeol01,2015,1,BAL,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +drewst01,2015,1,NYA,AL,131,383,43,77,16,1,17,44,0,2,37,71,1,1,4,3,7 +drurybr01,2015,1,ARI,NL,20,56,3,12,3,0,2,8,0,0,2,8,0,1,0,0,5 +dudalu01,2015,1,NYN,NL,135,471,67,115,33,0,27,73,0,2,66,138,7,14,0,3,12 +duensbr01,2015,1,MIN,AL,55,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +duffety01,2015,1,MIN,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +duffyda01,2015,1,KCA,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +duffyma01,2015,1,SFN,NL,149,573,77,169,28,6,12,77,12,0,30,96,0,5,2,2,22 +duffyma02,2015,1,HOU,AL,8,8,0,3,1,0,0,3,0,0,1,2,0,0,0,0,0 +dukeza01,2015,1,CHA,AL,71,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dullry01,2015,1,OAK,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dunnmi01,2015,1,MIA,NL,72,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +duvalad01,2015,1,CIN,NL,27,64,6,14,2,0,5,9,0,0,6,26,1,2,0,0,0 +dykstal01,2015,1,TBA,AL,13,31,3,4,0,0,1,4,0,0,6,12,0,1,0,0,2 +dysonja01,2015,1,KCA,AL,90,200,31,50,8,6,2,18,26,3,14,37,0,4,6,1,3 +dysonsa01,2015,1,MIA,NL,44,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dysonsa01,2015,2,TEX,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +easleed01,2015,1,SLN,NL,4,6,0,0,0,0,0,1,0,0,0,1,0,0,0,1,1 +eatonad02,2015,1,CHA,AL,153,610,98,175,28,9,14,56,18,8,58,131,2,14,5,2,5 +edwarca01,2015,1,CHN,NL,5,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +edwarjo02,2015,1,TEX,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +edwarjo02,2015,2,SDN,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +eickhje01,2015,1,PHI,NL,8,14,1,2,0,0,0,2,0,0,0,7,0,0,2,0,0 +eliasro01,2015,1,SEA,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ellinbr02,2015,1,MIA,NL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ellisaj01,2015,1,LAN,NL,63,181,24,43,9,0,7,21,0,0,32,38,1,1,3,0,4 +ellsbja01,2015,1,NYA,AL,111,452,66,116,15,2,7,33,21,9,35,86,1,7,1,3,6 +elmorja01,2015,1,TBA,AL,51,141,10,29,5,0,2,16,1,1,12,25,1,0,2,3,6 +encared01,2015,1,TOR,AL,146,528,94,146,31,0,39,111,3,2,77,98,5,9,0,10,14 +eovalna01,2015,1,NYA,AL,27,5,1,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +erlinro01,2015,1,SDN,NL,3,5,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +escobal02,2015,1,KCA,AL,148,612,76,157,20,5,3,47,17,5,26,75,1,8,11,5,10 +escobed01,2015,1,MIN,AL,127,409,48,107,31,4,12,58,2,3,28,86,1,2,2,5,7 +escobyu01,2015,1,WAS,NL,139,535,75,168,25,1,9,56,2,2,45,70,0,8,1,2,24 +espinda01,2015,1,WAS,NL,118,367,59,88,21,1,13,37,5,2,33,106,5,6,3,3,6 +estrama01,2015,1,TOR,AL,34,6,0,2,0,0,0,0,0,0,0,2,0,0,0,0,0 +ethiean01,2015,1,LAN,NL,142,395,54,116,20,7,14,53,2,3,43,75,2,4,0,3,11 +evelada01,2015,1,ATL,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +familje01,2015,1,NYN,NL,76,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +farmebu01,2015,1,DET,AL,14,4,0,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +farquda01,2015,1,SEA,AL,43,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +faulkan01,2015,1,TEX,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +feathta01,2015,1,LAA,AL,101,154,23,25,5,1,2,9,4,2,7,46,0,3,4,1,3 +feldmsc01,2015,1,HOU,AL,18,2,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +felizmi01,2015,1,HOU,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +felizne01,2015,1,TEX,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +felizne01,2015,2,DET,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fernajo02,2015,1,MIA,NL,11,18,2,3,1,0,1,2,0,0,0,4,0,0,4,0,0 +ferreje01,2015,1,DET,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fieldda01,2015,1,DET,AL,1,3,1,1,1,0,0,0,0,0,0,2,0,0,0,0,0 +fieldjo03,2015,1,HOU,AL,54,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fieldpr01,2015,1,TEX,AL,158,613,78,187,28,0,23,98,0,0,64,88,14,11,0,5,21 +fieldth01,2015,1,TEX,AL,14,41,6,8,1,0,2,5,1,0,2,16,0,1,1,0,0 +fienca01,2015,1,MIN,AL,62,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fiersmi01,2015,1,MIL,NL,21,30,0,3,0,0,0,0,0,0,0,12,0,0,4,0,0 +fiersmi01,2015,2,HOU,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +figueco01,2015,1,NYA,AL,2,8,2,2,2,0,0,0,0,0,0,0,0,0,0,0,0 +finnebr01,2015,1,KCA,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +finnebr01,2015,2,CIN,NL,6,4,0,0,0,0,0,0,0,0,0,2,0,0,2,0,0 +fistedo01,2015,1,WAS,NL,29,31,2,7,1,0,0,0,0,0,2,15,0,0,6,0,0 +flahery01,2015,1,BAL,AL,91,267,34,54,8,3,9,31,0,0,26,81,2,4,2,2,8 +flandyo01,2015,1,COL,NL,19,21,1,3,0,0,0,1,0,0,0,10,0,0,1,0,0 +floreke01,2015,1,MIA,NL,7,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +florera02,2015,1,NYA,AL,12,32,3,7,1,0,0,0,0,0,0,4,0,0,1,0,0 +florewi01,2015,1,NYN,NL,137,483,55,127,22,0,16,59,0,1,19,63,2,4,2,2,12 +floripe01,2015,1,PIT,NL,24,23,5,2,0,1,0,1,1,0,2,12,0,0,0,0,0 +flowety01,2015,1,CHA,AL,112,331,21,79,12,0,9,39,0,1,21,104,0,6,2,1,8 +floydga01,2015,1,CLE,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +foltymi01,2015,1,ATL,NL,18,28,0,2,1,0,0,3,0,0,0,19,0,0,1,1,1 +forsylo01,2015,1,TBA,AL,153,540,69,152,33,2,17,68,9,4,55,111,2,14,0,6,12 +fowlede01,2015,1,CHN,NL,156,596,102,149,29,8,17,46,20,7,84,154,1,5,2,3,4 +francje01,2015,1,TOR,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +francje02,2015,1,PHI,NL,119,326,34,84,16,1,13,45,0,2,13,77,0,1,0,3,10 +francma02,2015,1,PHI,NL,80,304,45,85,22,1,14,50,1,0,26,52,2,4,0,1,8 +frandke01,2015,1,SFN,NL,7,11,1,2,0,0,0,0,0,0,1,3,0,0,1,0,2 +frankni01,2015,1,TBA,AL,44,101,11,16,4,1,3,7,1,0,7,37,0,0,1,0,2 +frasoja01,2015,1,KCA,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +frasoja01,2015,2,ATL,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +frazito01,2015,1,CIN,NL,157,619,82,158,43,1,35,89,13,8,44,137,3,7,1,7,19 +freemfr01,2015,1,ATL,NL,118,416,62,115,27,0,18,66,3,1,56,98,4,7,0,2,6 +freemsa01,2015,1,TEX,AL,54,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +freesda01,2015,1,LAA,AL,121,424,53,109,27,0,14,56,1,1,31,107,0,12,0,3,12 +friasca01,2015,1,LAN,NL,17,21,1,1,0,0,0,0,0,0,1,12,0,1,1,0,0 +friedch01,2015,1,COL,NL,68,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +frierer01,2015,1,TBA,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fryerer01,2015,1,MIN,AL,15,22,2,5,2,0,0,2,0,0,5,11,0,0,0,0,0 +fujikky01,2015,1,TEX,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fuldsa01,2015,1,OAK,AL,120,290,34,57,16,3,2,22,9,3,30,55,1,2,2,1,6 +furbuch01,2015,1,SEA,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +galero01,2015,1,SDN,NL,11,10,0,1,0,0,0,0,0,0,0,1,0,0,0,0,1 +gallayo01,2015,1,TEX,AL,33,4,0,2,1,0,0,0,0,0,0,1,0,0,0,0,0 +gallojo01,2015,1,TEX,AL,36,108,16,22,3,1,6,14,3,0,15,57,3,0,0,0,0 +galvifr01,2015,1,PHI,NL,151,559,63,147,14,5,7,50,10,1,30,103,1,3,7,4,11 +garcefr01,2015,1,SDN,NL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +garciad01,2015,1,ATL,NL,58,191,20,53,12,0,10,26,0,0,5,35,0,0,0,2,9 +garciav01,2015,1,CHA,AL,148,553,66,142,17,2,13,59,7,7,36,141,3,8,0,4,13 +garcigr01,2015,1,SLN,NL,49,75,7,18,5,0,2,4,0,0,10,12,1,1,1,0,2 +garcija01,2015,1,SFN,NL,67,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +garcija02,2015,1,SLN,NL,20,41,1,4,0,0,0,1,0,0,2,15,0,0,1,0,0 +garcija03,2015,1,BAL,AL,21,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +garcile02,2015,1,CHA,AL,18,14,0,3,0,0,0,1,1,0,1,7,0,0,0,0,0 +garcilu03,2015,1,PHI,NL,72,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +garciyi01,2015,1,LAN,NL,59,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gardnbr01,2015,1,NYA,AL,151,571,94,148,26,3,16,66,20,5,68,135,1,6,8,3,8 +garnedu01,2015,1,COL,NL,22,70,6,11,3,0,2,8,0,0,6,14,2,0,0,0,2 +garzama01,2015,1,MIL,NL,26,39,0,3,0,0,0,0,0,1,1,21,0,0,7,0,0 +gattiev01,2015,1,HOU,AL,153,566,66,139,20,11,27,88,0,1,30,119,3,3,0,5,13 +gausmke01,2015,1,BAL,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gearrco01,2015,1,SFN,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +geedi01,2015,1,NYN,NL,8,10,0,1,0,0,0,0,0,0,0,5,0,0,2,0,0 +geltzst01,2015,1,TBA,AL,70,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gennesc01,2015,1,MIL,NL,114,375,42,99,18,4,6,29,1,3,12,68,5,4,0,0,11 +gentrcr01,2015,1,OAK,AL,26,50,6,6,0,2,0,3,1,1,4,15,0,1,0,1,0 +germego01,2015,1,CHN,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +germego01,2015,2,COL,NL,29,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +giavojo01,2015,1,LAA,AL,129,453,51,123,25,5,4,49,2,1,32,59,0,2,9,6,7 +gibsoky01,2015,1,MIN,AL,32,5,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +gileske01,2015,1,PHI,NL,69,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gillaco01,2015,1,CHA,AL,58,173,10,41,11,1,3,15,0,1,9,34,1,1,0,2,2 +gillaco01,2015,2,LAA,AL,17,64,4,13,4,1,1,9,0,0,4,13,1,0,0,0,0 +gilleco01,2015,1,MIA,NL,67,145,17,42,10,2,2,16,4,1,10,27,0,0,1,1,5 +gilmase01,2015,1,NYN,NL,50,6,1,2,0,0,0,0,0,0,0,3,0,0,0,0,0 +gimench01,2015,1,TEX,AL,36,98,19,25,6,1,5,14,2,0,10,19,0,1,4,0,2 +givenmy01,2015,1,BAL,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +godleza01,2015,1,ARI,NL,9,9,0,1,0,0,0,0,0,0,0,6,0,0,1,0,0 +goedder01,2015,1,NYN,NL,35,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +goforda01,2015,1,MIL,NL,20,3,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +goinsry01,2015,1,TOR,AL,128,376,52,94,16,4,5,45,2,1,39,83,0,1,7,5,12 +goldspa01,2015,1,ARI,NL,159,567,103,182,38,2,33,110,21,5,118,151,29,2,0,7,16 +gomesbr01,2015,1,TBA,AL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gomesjo01,2015,1,ATL,NL,83,195,27,43,7,0,7,22,1,1,28,67,1,3,0,2,5 +gomesjo01,2015,2,KCA,AL,12,30,2,5,2,0,0,4,0,0,3,14,0,0,0,1,1 +gomesya01,2015,1,CLE,AL,95,363,38,84,22,0,12,45,0,0,13,104,1,7,0,6,11 +gomezca01,2015,1,MIL,NL,74,286,42,75,20,1,8,43,7,6,23,70,0,5,0,0,4 +gomezca01,2015,2,HOU,AL,41,149,19,36,9,0,4,13,10,3,8,31,1,2,3,1,1 +gomezhe01,2015,1,MIL,NL,66,127,15,23,11,2,1,7,0,0,3,40,0,2,2,0,1 +gomezje01,2015,1,PHI,NL,65,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +gonzaad01,2015,1,LAN,NL,156,571,76,157,33,0,28,90,0,1,62,107,10,6,0,3,21 +gonzaca01,2015,1,COL,NL,153,554,87,150,25,2,40,97,2,0,46,133,6,1,1,6,11 +gonzach01,2015,1,TEX,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gonzagi01,2015,1,WAS,NL,31,43,1,4,1,0,0,2,0,0,1,18,0,2,10,0,1 +gonzama01,2015,1,HOU,AL,120,344,44,96,18,1,12,34,4,5,16,74,0,3,7,0,9 +gonzama02,2015,1,SLN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gonzami03,2015,1,BAL,AL,26,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gonzase01,2015,1,PHI,NL,7,10,2,1,0,0,0,1,0,0,1,4,0,0,1,0,0 +goodyni01,2015,1,NYA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gordoal01,2015,1,KCA,AL,104,354,40,96,18,0,13,48,2,5,49,92,7,14,0,5,2 +gordode01,2015,1,MIA,NL,145,615,88,205,24,8,4,46,58,20,25,91,2,2,6,5,6 +gorete01,2015,1,KCA,AL,9,3,1,0,0,0,0,0,3,0,0,1,0,1,0,0,0 +gorzeto01,2015,1,DET,AL,48,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gosean01,2015,1,DET,AL,140,485,73,123,24,8,5,26,23,11,45,145,0,3,2,0,11 +gosewtu01,2015,1,ARI,NL,38,128,9,27,6,0,1,13,2,1,8,23,0,1,0,1,2 +gosseph01,2015,1,ATL,NL,20,40,2,13,4,0,0,2,2,0,2,5,0,0,0,0,0 +gosseph01,2015,2,ARI,NL,24,66,17,20,5,1,3,13,0,1,7,11,0,2,0,1,2 +gotttr01,2015,1,LAA,AL,48,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gracema02,2015,1,WAS,NL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grahajr01,2015,1,MIN,AL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grandcu01,2015,1,NYN,NL,157,580,98,150,33,2,26,70,11,6,91,151,3,7,0,4,3 +grandya01,2015,1,LAN,NL,115,355,43,83,12,0,16,47,0,1,65,92,1,2,1,3,16 +graveke01,2015,1,OAK,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grayjo02,2015,1,COL,NL,9,11,1,0,0,0,0,0,0,0,2,6,0,0,0,0,0 +grayso01,2015,1,OAK,AL,31,6,0,1,0,0,0,0,0,0,0,4,0,0,0,0,0 +greengr01,2015,1,LAA,AL,21,42,6,8,0,0,1,3,0,1,2,14,1,0,0,0,2 +greenni02,2015,1,SLN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +greensh02,2015,1,DET,AL,18,5,0,0,0,0,0,0,0,0,0,5,0,0,0,0,0 +gregelu01,2015,1,HOU,AL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +greggke01,2015,1,CIN,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gregodi01,2015,1,NYA,AL,155,525,57,139,24,2,9,56,5,3,33,85,0,11,3,6,4 +greinza01,2015,1,LAN,NL,32,67,8,15,2,0,2,3,1,0,1,14,0,0,8,1,0 +grichra01,2015,1,SLN,NL,103,323,49,89,23,7,17,47,4,2,22,110,2,4,0,1,6 +grillja01,2015,1,ATL,NL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grimmju01,2015,1,CHN,NL,62,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +grossro01,2015,1,HOU,AL,24,49,7,7,2,0,1,5,0,0,5,17,0,0,0,0,0 +guaipma01,2015,1,SEA,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guerral01,2015,1,LAN,NL,106,219,25,51,9,1,11,36,1,0,7,57,0,2,0,2,7 +guerrde01,2015,1,PIT,NL,10,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guerrja01,2015,1,CHA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guerrju02,2015,1,CHA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guilmpr01,2015,1,TBA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guilmpr01,2015,2,MIL,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gurkaja01,2015,1,COL,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guthrje01,2015,1,KCA,AL,30,4,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0 +gutiefr01,2015,1,SEA,AL,59,171,27,50,11,0,15,35,0,0,14,54,1,3,0,1,5 +guyerbr01,2015,1,TBA,AL,128,332,51,88,21,2,8,28,10,4,25,61,0,24,3,1,5 +gyorkje01,2015,1,SDN,NL,128,421,34,104,15,0,16,57,0,1,27,107,1,5,0,5,13 +hagadni01,2015,1,CLE,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +haguema01,2015,1,TOR,AL,10,12,1,3,1,0,0,0,0,0,2,4,1,1,0,0,0 +hahnje01,2015,1,OAK,AL,16,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +haleda02,2015,1,COL,NL,17,23,1,2,0,0,0,0,0,0,0,9,0,0,4,0,0 +hallco01,2015,1,SFN,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hamelco01,2015,1,PHI,NL,20,39,2,6,1,0,0,0,0,0,0,15,0,0,4,0,1 +hamelco01,2015,2,TEX,AL,12,3,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +hamilbi02,2015,1,CIN,NL,114,412,56,93,8,3,4,28,57,8,28,75,0,1,9,4,5 +hamiljo03,2015,1,TEX,AL,50,170,22,43,8,0,8,25,0,0,10,52,0,0,0,2,1 +hammeja01,2015,1,CHN,NL,32,65,6,11,1,0,0,4,0,0,1,18,0,0,3,1,1 +handbr01,2015,1,MIA,NL,38,17,1,2,0,0,0,2,0,0,0,5,0,0,6,0,0 +handdo01,2015,1,CIN,NL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hanigry01,2015,1,BOS,AL,54,174,28,43,8,0,2,16,0,0,20,39,0,4,1,1,6 +happja01,2015,1,SEA,AL,21,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1 +happja01,2015,2,PIT,NL,11,22,1,2,0,0,0,0,0,0,0,13,0,0,3,0,0 +haranaa01,2015,1,PHI,NL,29,48,4,8,1,0,0,0,0,0,1,18,0,0,9,0,2 +hardybl01,2015,1,DET,AL,70,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hardyjj01,2015,1,BAL,AL,114,411,45,90,14,0,8,37,0,0,20,88,0,0,2,4,11 +harenda01,2015,1,MIA,NL,22,32,3,5,1,0,0,4,0,0,2,12,0,0,8,0,1 +harenda01,2015,2,CHN,NL,11,17,1,1,0,0,0,1,0,0,3,4,0,0,2,1,1 +harpebr03,2015,1,WAS,NL,153,521,118,172,38,1,42,99,6,4,124,131,15,5,0,4,15 +harrijo05,2015,1,PIT,NL,114,418,57,120,29,1,4,28,10,8,19,71,1,7,3,2,4 +harrima01,2015,1,TEX,AL,3,2,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +harrimi03,2015,1,SLN,NL,26,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +harriwi02,2015,1,HOU,AL,68,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +hartco01,2015,1,PIT,NL,35,54,3,12,1,0,2,9,0,0,1,19,1,1,0,1,5 +harvema01,2015,1,NYN,NL,29,65,1,7,2,0,1,7,0,0,0,31,0,0,1,0,2 +hatchch02,2015,1,LAN,NL,49,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hatlema01,2015,1,SLN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hawkila01,2015,1,COL,NL,24,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +hawkila01,2015,2,TOR,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hayesbr01,2015,1,CLE,AL,14,32,4,5,0,0,3,6,0,0,3,7,0,0,1,0,0 +headlch01,2015,1,NYA,AL,156,580,74,150,29,1,11,62,0,2,51,135,0,7,0,4,17 +heanean01,2015,1,LAA,AL,18,5,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +heathsl01,2015,1,NYA,AL,17,25,6,10,2,0,2,8,0,1,2,5,0,0,0,1,0 +hechaad01,2015,1,MIA,NL,130,470,54,132,17,6,5,48,7,2,23,78,4,2,0,4,18 +hedgeau01,2015,1,SDN,NL,56,137,13,23,2,0,3,11,0,0,8,38,1,1,3,3,1 +heisech01,2015,1,LAN,NL,33,55,8,10,2,0,2,9,0,1,15,17,2,0,0,2,1 +hellije01,2015,1,ARI,NL,29,41,3,9,0,0,0,7,0,0,2,14,0,2,3,1,0 +hembrhe01,2015,1,BOS,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hendrky01,2015,1,CHN,NL,32,60,2,3,1,0,0,1,0,0,1,24,0,0,3,0,2 +hendrli01,2015,1,TOR,AL,58,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +hernace02,2015,1,PHI,NL,127,405,57,110,20,4,1,35,19,5,40,86,1,2,4,1,6 +hernada01,2015,1,ARI,NL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hernaen02,2015,1,LAN,NL,76,202,24,62,12,2,7,22,0,2,11,46,0,2,1,2,3 +hernafe02,2015,1,SEA,AL,31,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +hernago01,2015,1,PIT,NL,8,5,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0 +hernaos01,2015,1,ARI,NL,18,31,4,5,1,0,0,1,0,0,3,15,0,1,1,0,0 +herredi01,2015,1,NYN,NL,31,90,7,19,3,1,3,6,2,0,11,23,1,2,0,0,2 +herreel01,2015,1,MIL,NL,83,256,29,62,18,0,7,33,3,1,18,72,1,0,1,2,4 +herrejo03,2015,1,CHN,NL,73,126,14,29,5,1,2,14,3,0,2,23,1,0,4,0,3 +herreke01,2015,1,KCA,AL,72,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +herreod01,2015,1,PHI,NL,147,495,64,147,30,3,8,41,16,8,28,129,0,8,5,1,6 +herrmch01,2015,1,MIN,AL,45,103,13,15,5,1,2,10,0,0,7,37,0,2,1,0,1 +hesslke01,2015,1,ARI,NL,18,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +hestoch01,2015,1,SFN,NL,31,51,1,10,2,0,0,3,0,0,0,18,0,0,7,0,1 +heywaja01,2015,1,SLN,NL,154,547,79,160,33,4,13,60,23,3,56,90,4,2,0,3,13 +hicksaa01,2015,1,MIN,AL,97,352,48,90,11,3,11,33,13,3,34,66,2,2,0,2,6 +hicksjo02,2015,1,SEA,AL,17,32,1,2,1,0,0,1,1,1,1,18,0,0,1,0,0 +hillaa01,2015,1,ARI,NL,116,313,32,72,18,0,6,39,7,2,31,54,0,1,0,8,9 +hillri01,2015,1,BOS,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hillta01,2015,1,WAS,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hinojda01,2015,1,BOS,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hinojda01,2015,2,PHI,NL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hochelu01,2015,1,KCA,AL,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hoeslj01,2015,1,HOU,AL,8,15,1,4,0,0,0,1,0,0,1,3,0,0,0,0,0 +holadbr01,2015,1,DET,AL,24,64,3,18,5,0,2,13,0,0,1,13,0,0,0,0,0 +hollade01,2015,1,TEX,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hollagr01,2015,1,KCA,AL,48,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hollima01,2015,1,SLN,NL,73,229,24,64,16,1,4,35,2,1,39,49,5,6,0,3,9 +holmbda01,2015,1,CIN,NL,6,8,2,1,0,0,0,0,0,0,2,5,0,1,1,0,0 +holtbr01,2015,1,BOS,AL,129,454,56,127,27,6,2,45,8,1,46,97,0,3,4,2,7 +holtty01,2015,1,CLE,AL,9,20,2,2,0,0,0,0,0,0,1,9,0,0,0,0,0 +holtty01,2015,2,CIN,NL,5,11,2,1,0,0,0,0,1,0,2,2,0,0,0,0,0 +hoovejj01,2015,1,CIN,NL,67,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hosmeer01,2015,1,KCA,AL,158,599,98,178,33,5,18,93,7,3,61,108,6,3,1,3,16 +housead01,2015,1,MIL,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +housetj01,2015,1,CLE,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +howarry01,2015,1,PHI,NL,129,467,53,107,29,1,23,77,0,0,27,138,2,5,0,3,11 +howeljp01,2015,1,LAN,NL,65,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hudsoda01,2015,1,ARI,NL,64,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +hudsoti01,2015,1,SFN,NL,24,38,3,7,2,0,1,1,0,0,1,11,0,0,3,0,0 +huffda01,2015,1,LAN,NL,3,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hugheja02,2015,1,PIT,NL,76,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +hugheph01,2015,1,MIN,AL,27,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hundlni01,2015,1,COL,NL,103,366,45,110,21,5,10,43,5,6,21,76,0,1,0,1,8 +hunteto01,2015,1,MIN,AL,139,521,67,125,22,0,22,81,2,5,35,105,1,6,0,5,14 +hunteto02,2015,1,BAL,AL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hunteto02,2015,2,CHN,NL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hutchdr01,2015,1,TOR,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hynesco01,2015,1,TOR,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +iannech01,2015,1,LAA,AL,92,272,28,51,10,0,10,34,0,1,41,83,1,1,0,3,11 +ibarred01,2015,1,LAA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +iglesjo01,2015,1,DET,AL,120,416,44,125,17,3,2,23,11,8,25,44,2,6,4,3,10 +iglesra01,2015,1,CIN,NL,18,30,0,2,0,1,0,1,0,0,0,13,0,0,1,0,0 +inciaen01,2015,1,ARI,NL,132,524,73,159,27,5,6,45,21,10,26,58,0,4,2,5,8 +infanom01,2015,1,KCA,AL,124,440,39,97,23,7,2,44,2,2,9,69,0,0,2,4,8 +ishiktr01,2015,1,SFN,NL,6,5,1,0,0,0,0,0,0,0,1,3,0,0,0,0,0 +ishiktr01,2015,2,PIT,NL,38,58,5,13,3,0,1,8,0,0,8,17,0,0,0,0,2 +iwakuhi01,2015,1,SEA,AL,20,2,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +jacksau01,2015,1,SEA,AL,107,419,46,114,18,3,8,38,15,9,24,107,0,1,3,1,4 +jacksau01,2015,2,CHN,NL,29,72,10,17,7,0,1,10,2,1,5,19,0,2,0,0,1 +jacksed01,2015,1,CHN,NL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jacksed01,2015,2,ATL,NL,24,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jacksja01,2015,1,SDN,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jackslu01,2015,1,TEX,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jacksry02,2015,1,LAA,AL,22,9,0,0,0,0,0,0,0,0,1,5,0,0,4,0,1 +jaimeju01,2015,1,ATL,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +janispa01,2015,1,BAL,AL,14,35,4,10,3,0,0,3,0,0,0,3,0,0,0,1,0 +jankotr01,2015,1,SDN,NL,34,90,9,19,2,2,2,12,2,1,4,24,0,0,2,0,1 +janseke01,2015,1,LAN,NL,54,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +janssca01,2015,1,WAS,NL,48,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jasojo01,2015,1,TBA,AL,70,185,23,53,17,0,5,22,1,2,28,39,1,1,0,2,5 +jayjo02,2015,1,SLN,NL,79,210,25,44,5,1,1,10,0,2,19,36,5,11,3,2,7 +jeffrje01,2015,1,MIL,NL,72,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jenkich01,2015,1,TOR,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jennida01,2015,1,CHA,AL,53,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jennide01,2015,1,TBA,AL,28,97,9,26,2,1,1,7,5,3,8,17,0,1,0,2,2 +jepseke01,2015,1,TBA,AL,46,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jepseke01,2015,2,MIN,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jimence01,2015,1,PHI,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jimence01,2015,2,MIL,NL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jimenlu02,2015,1,MIL,NL,15,15,1,1,0,0,0,0,0,0,1,6,0,0,0,0,0 +jimenlu02,2015,2,BOS,AL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jimenub01,2015,1,BAL,AL,32,8,0,2,0,0,0,2,0,0,0,4,0,0,0,0,0 +johnsbr02,2015,1,BOS,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnsch05,2015,1,ATL,NL,56,153,12,36,7,0,2,11,2,1,7,49,0,1,0,1,3 +johnsch05,2015,2,CLE,AL,27,90,6,26,4,0,1,7,0,0,3,25,0,0,0,0,2 +johnsda06,2015,1,SLN,NL,12,19,1,3,0,0,0,2,0,0,2,4,0,0,0,0,1 +johnser04,2015,1,CHA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnsji04,2015,1,ATL,NL,49,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnsji04,2015,2,LAN,NL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnske05,2015,1,ATL,NL,62,182,20,50,5,0,9,34,1,1,13,43,1,0,0,1,4 +johnske05,2015,2,NYN,NL,49,128,18,32,6,0,5,13,1,0,10,38,1,0,0,0,4 +johnsmi04,2015,1,CHA,AL,36,100,10,23,4,0,0,4,3,2,9,30,0,2,2,0,0 +johnsre02,2015,1,WAS,NL,17,22,0,5,1,0,0,3,0,0,0,6,0,1,0,1,1 +johnsst02,2015,1,BAL,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jonesad01,2015,1,BAL,AL,137,546,74,147,25,3,27,82,3,1,24,102,3,8,0,3,21 +jonesga02,2015,1,NYA,AL,57,144,12,31,4,1,5,17,0,0,8,37,0,0,0,0,1 +jonesja06,2015,1,SEA,AL,28,29,1,3,1,0,0,0,1,1,2,13,0,0,0,0,0 +jonesna01,2015,1,CHA,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jordata01,2015,1,WAS,NL,4,6,0,2,0,0,0,0,0,0,0,2,0,0,0,0,0 +josepca01,2015,1,BAL,AL,100,320,38,75,16,1,11,49,0,0,27,72,2,3,3,1,7 +joycema01,2015,1,LAA,AL,93,247,17,43,12,1,5,21,0,3,30,67,1,4,1,2,5 +jungmta01,2015,1,MIL,NL,21,37,2,10,2,0,0,0,0,0,1,12,0,0,6,0,0 +kahnlto01,2015,1,COL,NL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kangju01,2015,1,PIT,NL,126,421,60,121,24,2,15,58,5,4,28,99,0,17,0,1,10 +karnsna01,2015,1,TBA,AL,27,4,1,1,0,0,1,1,0,0,0,3,0,0,1,0,0 +kawasmu01,2015,1,TOR,AL,23,28,6,6,2,0,0,2,0,1,4,6,0,0,2,0,1 +kazmisc01,2015,1,OAK,AL,18,2,1,1,0,0,0,1,0,0,0,1,0,0,0,0,0 +kazmisc01,2015,2,HOU,AL,13,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +kelake01,2015,1,TEX,AL,68,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kellesh01,2015,1,SDN,NL,53,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kellyca01,2015,1,SDN,NL,3,2,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +kellydo01,2015,1,MIA,NL,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kellyjo05,2015,1,BOS,AL,25,5,0,1,0,0,0,1,0,0,0,2,0,0,0,0,0 +kellyry01,2015,1,ATL,NL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kempma01,2015,1,SDN,NL,154,596,80,158,31,3,23,100,12,2,39,147,0,5,0,8,17 +kendrho01,2015,1,LAN,NL,117,464,64,137,22,2,9,54,6,2,27,82,1,2,1,1,17 +kendrky01,2015,1,COL,NL,27,43,6,8,2,0,1,2,0,0,3,16,0,0,3,0,1 +kenneia01,2015,1,SDN,NL,30,42,3,4,3,0,0,0,0,0,0,23,0,0,6,0,1 +kensilo01,2015,1,SEA,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +keplema01,2015,1,MIN,AL,3,7,0,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +kershcl01,2015,1,LAN,NL,34,71,2,9,2,0,0,2,0,0,2,23,0,1,5,0,2 +keuchda01,2015,1,HOU,AL,33,5,0,1,0,0,0,0,0,0,0,4,0,0,1,0,0 +kiermke01,2015,1,TBA,AL,151,505,62,133,25,12,10,40,18,5,24,95,0,2,2,2,7 +kimbrcr01,2015,1,SDN,NL,61,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +kinslia01,2015,1,DET,AL,154,624,94,185,35,7,11,73,10,6,43,80,0,3,0,5,13 +kintzbr01,2015,1,MIL,NL,7,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kipnija01,2015,1,CLE,AL,141,565,86,171,43,7,9,52,12,8,57,107,6,9,4,6,5 +kleinph01,2015,1,TEX,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +klubeco01,2015,1,CLE,AL,32,6,0,0,0,0,0,0,0,0,0,3,0,0,0,0,1 +knebeco01,2015,1,MIL,NL,48,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +knudsgu01,2015,1,DET,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +koehlto01,2015,1,MIA,NL,32,50,2,6,1,0,0,1,0,0,2,28,0,0,12,0,1 +kohnmi01,2015,1,ATL,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kontoge01,2015,1,SFN,NL,73,2,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +kozmape01,2015,1,SLN,NL,76,99,15,15,0,0,0,2,3,1,10,21,2,1,1,0,0 +kratzer01,2015,1,KCA,AL,4,4,0,0,0,0,0,1,0,0,0,2,0,0,0,1,0 +kratzer01,2015,2,PHI,NL,12,22,3,5,2,0,0,2,0,0,1,3,0,0,0,0,0 +krausma01,2015,1,LAA,AL,11,35,2,5,2,0,1,5,0,0,3,11,0,0,0,0,0 +krausma01,2015,2,TBA,AL,4,10,0,1,1,0,0,1,0,0,0,7,0,0,0,0,0 +krausma01,2015,3,DET,AL,12,33,1,5,0,0,1,2,0,0,0,13,0,0,0,0,0 +krolia01,2015,1,DET,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kubitky01,2015,1,LAA,AL,19,36,6,7,0,0,0,1,0,0,3,15,0,0,0,0,2 +lackejo01,2015,1,SLN,NL,33,62,0,7,2,0,0,3,0,0,4,24,0,0,4,0,2 +ladenty01,2015,1,OAK,AL,9,17,3,4,0,1,0,2,0,0,1,2,0,0,0,0,0 +laffeaa01,2015,1,COL,NL,3,2,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +lafrobo01,2015,1,PIT,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lagarju01,2015,1,NYN,NL,143,441,47,114,16,5,6,41,7,3,16,87,2,4,1,3,6 +lairdge01,2015,1,ARI,NL,1,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lakeju01,2015,1,CHN,NL,21,58,2,13,4,0,1,5,4,0,4,20,0,0,0,0,1 +lakeju01,2015,2,BAL,AL,8,22,2,3,3,0,0,0,0,0,0,9,0,0,0,0,0 +lamarry01,2015,1,CIN,NL,21,25,2,2,0,0,0,0,0,0,0,9,0,0,1,0,1 +lambja01,2015,1,ARI,NL,107,350,38,92,15,5,6,34,3,2,36,97,3,1,0,3,5 +lambjo02,2015,1,CIN,NL,10,16,0,1,1,0,0,1,0,0,0,8,0,0,0,0,0 +lamboan01,2015,1,PIT,NL,20,25,1,1,1,0,0,0,0,0,2,8,0,0,0,0,0 +larocad01,2015,1,CHA,AL,127,429,41,89,21,0,12,44,0,0,49,133,0,4,0,2,10 +lasteto01,2015,1,CHN,NL,33,67,4,18,6,0,1,11,2,0,5,7,0,1,0,1,1 +latosma01,2015,1,MIA,NL,16,18,0,5,0,0,0,1,0,0,0,6,0,0,9,0,0 +latosma01,2015,2,LAN,NL,6,6,1,2,0,0,0,0,0,0,0,1,0,0,1,0,0 +latosma01,2015,3,LAA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lavarry01,2015,1,BAL,AL,10,28,1,3,1,0,0,0,0,0,4,7,0,0,0,0,1 +lavarry01,2015,2,ATL,NL,27,66,5,15,5,0,2,6,0,0,8,21,1,0,0,0,4 +lawribr01,2015,1,OAK,AL,149,562,64,146,29,3,16,60,5,2,28,144,1,5,3,4,8 +layneto01,2015,1,BOS,AL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lazora01,2015,1,MIA,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leakemi01,2015,1,CIN,NL,25,52,3,7,3,0,1,5,0,0,0,25,0,0,4,0,0 +leakemi01,2015,2,SFN,NL,12,17,1,1,0,0,1,3,0,0,0,11,0,0,0,0,0 +leathja01,2015,1,NYN,NL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lecursa01,2015,1,CIN,NL,19,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leech01,2015,1,CLE,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leeza01,2015,1,LAN,NL,1,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lemahdj01,2015,1,COL,NL,150,564,85,170,21,5,6,61,23,3,50,107,4,1,3,2,20 +leonar01,2015,1,OAK,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leonedo01,2015,1,SEA,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leonedo01,2015,2,ARI,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leonsa01,2015,1,BOS,AL,41,114,8,21,2,0,0,3,0,1,7,28,1,1,6,0,4 +lestejo01,2015,1,CHN,NL,32,62,6,4,0,0,0,0,0,0,3,30,0,0,6,0,1 +lewisco01,2015,1,TEX,AL,33,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +liberad01,2015,1,LAN,NL,39,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +linceti01,2015,1,SFN,NL,16,21,0,3,1,0,0,0,0,0,2,10,0,0,2,0,1 +lindad01,2015,1,MIL,NL,149,502,72,139,32,0,20,87,0,0,66,100,11,1,0,3,7 +lindgja01,2015,1,NYA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lindofr01,2015,1,CLE,AL,99,390,50,122,22,4,12,51,12,2,27,69,0,1,13,7,12 +liriafr01,2015,1,PIT,NL,31,65,4,11,2,0,1,7,0,0,0,28,0,0,2,0,0 +lizra01,2015,1,PIT,NL,14,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lobatjo01,2015,1,WAS,NL,44,136,11,27,4,0,3,20,0,0,15,40,1,1,1,2,5 +lobstky01,2015,1,DET,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lockeje01,2015,1,PIT,NL,30,45,1,3,1,0,0,2,0,0,2,18,0,0,7,0,1 +loewead01,2015,1,PHI,NL,20,3,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1 +loganbo02,2015,1,COL,NL,60,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lohseky01,2015,1,MIL,NL,41,39,3,9,1,0,0,1,0,0,0,10,0,0,3,0,1 +lolliry01,2015,1,SFN,NL,5,12,0,2,0,0,0,0,1,0,1,1,0,0,0,0,0 +lombast02,2015,1,PIT,NL,12,10,1,0,0,0,0,0,0,0,1,4,0,0,0,0,0 +loneyja01,2015,1,TBA,AL,104,361,25,101,16,0,4,32,2,4,23,34,5,1,0,3,10 +longoev01,2015,1,TBA,AL,160,604,74,163,35,1,21,73,3,1,51,132,8,6,0,9,11 +lopezja02,2015,1,SFN,NL,77,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +lopezjo02,2015,1,MIL,NL,2,2,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +lorenmi01,2015,1,CIN,NL,33,36,4,9,0,1,0,4,0,0,0,13,0,1,4,0,0 +loughda01,2015,1,BAL,AL,84,134,14,27,1,1,4,12,2,4,5,36,0,2,3,0,0 +loupaa01,2015,1,TOR,AL,60,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lowema01,2015,1,SEA,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lowema01,2015,2,TOR,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lowrije01,2015,1,HOU,AL,69,230,35,51,14,0,9,30,1,0,28,43,5,3,0,2,3 +lucrojo01,2015,1,MIL,NL,103,371,51,98,20,3,7,43,1,0,36,64,0,1,1,6,18 +luetglu01,2015,1,SEA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lylesjo01,2015,1,COL,NL,11,19,0,0,0,0,0,0,0,0,0,11,0,0,0,0,0 +lynnla01,2015,1,SLN,NL,31,50,3,8,2,0,0,1,0,0,0,26,0,0,5,0,0 +lyonsty01,2015,1,SLN,NL,17,16,3,3,0,0,0,1,0,0,2,4,0,0,2,0,0 +machadi01,2015,1,DET,AL,24,68,6,16,3,0,0,5,1,0,7,14,0,0,3,0,3 +machama01,2015,1,BAL,AL,162,633,102,181,30,1,35,86,20,8,70,111,2,4,2,4,17 +machije01,2015,1,SFN,NL,33,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +machije01,2015,2,BOS,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +madsory01,2015,1,KCA,AL,68,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mahtomi01,2015,1,TBA,AL,41,105,22,31,5,1,9,19,4,3,6,31,0,3,1,0,0 +mailelu01,2015,1,TBA,AL,15,35,2,6,3,0,0,2,0,0,0,8,0,0,0,0,3 +maldoma01,2015,1,MIL,NL,79,229,19,48,7,0,4,22,0,1,23,65,3,1,1,2,6 +manesse01,2015,1,SLN,NL,77,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +manshje01,2015,1,CLE,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +marcush01,2015,1,CLE,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +marimsu01,2015,1,ATL,NL,16,6,0,2,0,0,0,0,0,0,1,3,0,0,0,0,0 +mariomi01,2015,1,KCA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +marisja01,2015,1,HOU,AL,133,339,46,80,15,4,9,36,24,9,18,105,0,5,6,4,2 +markani01,2015,1,ATL,NL,156,612,73,181,38,1,3,53,2,1,70,83,11,3,0,1,17 +marksma01,2015,1,ATL,NL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +marquja01,2015,1,CIN,NL,10,16,2,3,1,0,0,1,0,0,0,4,0,0,1,0,0 +marrede01,2015,1,BOS,AL,25,53,8,12,0,0,1,3,2,1,3,19,0,0,0,0,0 +marshev01,2015,1,ARI,NL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +marteal01,2015,1,LAA,AL,5,6,0,2,0,0,0,0,0,0,1,1,0,1,0,0,0 +marteje01,2015,1,DET,AL,33,80,9,17,4,0,4,11,0,0,8,22,0,0,2,0,2 +marteke01,2015,1,SEA,AL,57,219,25,62,14,3,2,17,8,4,24,43,0,0,2,2,1 +martest01,2015,1,PIT,NL,153,579,84,166,30,2,19,81,30,10,27,123,3,19,3,5,14 +martica04,2015,1,SLN,NL,32,56,2,8,2,0,0,0,0,0,1,23,0,1,5,0,1 +martich02,2015,1,NYA,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +martico01,2015,1,ATL,NL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +martico01,2015,2,OAK,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +martijd02,2015,1,DET,AL,158,596,93,168,33,2,38,102,3,2,53,178,7,5,0,3,11 +martile01,2015,1,TEX,AL,95,288,26,63,12,0,5,25,14,5,16,69,1,2,3,1,5 +martimi02,2015,1,CLE,AL,16,30,7,8,2,0,0,2,0,1,1,12,0,0,1,0,1 +martini01,2015,1,TEX,AL,24,4,2,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +martira04,2015,1,WAS,NL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +martiru01,2015,1,TOR,AL,129,441,76,106,23,2,23,77,4,5,53,106,1,8,0,5,22 +martivi01,2015,1,DET,AL,120,440,39,108,20,0,11,64,0,0,31,52,8,7,0,7,18 +masseni01,2015,1,MIA,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +masseni01,2015,2,ATL,NL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +masteju01,2015,1,BOS,AL,18,3,0,2,0,0,0,1,0,0,0,1,0,0,0,0,0 +mateoma01,2015,1,SDN,NL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mathije01,2015,1,MIA,NL,32,93,9,15,4,1,2,12,0,0,7,24,1,0,0,3,2 +matthry01,2015,1,LAA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +matthry01,2015,2,CIN,NL,57,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +matusbr01,2015,1,BAL,AL,58,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +matzety01,2015,1,COL,NL,6,8,3,3,1,0,0,0,0,0,0,1,0,0,1,0,0 +matzst01,2015,1,NYN,NL,6,14,1,4,1,0,0,5,0,0,0,1,0,0,0,0,1 +mauerjo01,2015,1,MIN,AL,158,592,69,157,34,2,10,66,2,1,67,112,12,1,1,5,22 +maurebr01,2015,1,SDN,NL,53,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +maxweju01,2015,1,SFN,NL,100,249,26,52,8,2,7,26,2,1,20,76,1,3,1,1,4 +maybejo02,2015,1,NYN,NL,59,110,8,18,6,1,3,9,1,0,9,33,0,0,0,0,2 +maybica01,2015,1,ATL,NL,141,505,65,135,18,2,10,59,23,6,45,102,1,1,1,3,16 +maytr01,2015,1,MIN,AL,48,3,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +mazzavi01,2015,1,MIA,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mazzoco01,2015,1,SDN,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcallza01,2015,1,CLE,AL,61,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcbrima02,2015,1,COL,NL,20,42,5,7,0,0,0,0,0,0,0,4,0,1,0,0,0 +mccanbr01,2015,1,NYA,AL,135,465,68,108,15,1,26,94,0,0,52,97,3,11,0,7,7 +mccanja02,2015,1,DET,AL,114,401,32,106,18,5,7,41,0,1,16,90,0,3,4,1,17 +mccarbr01,2015,1,LAN,NL,4,6,0,0,0,0,0,1,0,0,1,5,0,0,2,0,0 +mcculla02,2015,1,HOU,AL,22,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +mccutan01,2015,1,PIT,NL,157,566,91,165,36,3,23,96,11,5,98,133,12,12,0,9,9 +mcfartj01,2015,1,BAL,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcgeeja01,2015,1,TBA,AL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcgehca01,2015,1,SFN,NL,49,127,7,27,5,0,2,11,0,1,11,28,0,0,0,0,15 +mcgehca01,2015,2,MIA,NL,60,110,7,20,7,0,0,9,1,0,10,22,0,0,0,0,3 +mcgousc01,2015,1,MIA,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcgowdu01,2015,1,PHI,NL,14,3,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +mchugco01,2015,1,HOU,AL,32,8,1,1,0,0,0,0,0,0,0,4,0,0,0,0,0 +mckenmi01,2015,1,COL,NL,58,127,20,26,7,3,4,17,2,2,22,41,0,2,0,1,2 +mckiran01,2015,1,ATL,NL,27,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +medinyo01,2015,1,SEA,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +medinyo01,2015,2,CHN,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +medlekr01,2015,1,KCA,AL,15,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +mejiaje01,2015,1,NYN,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +melanma01,2015,1,PIT,NL,78,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mendero01,2015,1,TEX,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mendero01,2015,2,BOS,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mercejo03,2015,1,PIT,NL,116,394,34,96,21,0,3,34,3,2,27,73,7,2,4,3,7 +mesorde01,2015,1,CIN,NL,23,45,2,8,1,1,0,2,1,0,5,9,0,1,0,0,0 +meyeral01,2015,1,MIN,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +middlwi01,2015,1,SDN,NL,83,255,23,54,7,2,9,29,2,1,11,60,0,0,0,4,4 +mileywa01,2015,1,BOS,AL,32,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +millean01,2015,1,NYA,AL,60,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +millebr02,2015,1,SEA,AL,144,438,44,113,22,4,11,46,13,4,47,101,0,2,4,6,7 +milleju02,2015,1,COL,NL,34,2,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +millesh01,2015,1,ATL,NL,33,56,1,3,2,0,0,0,0,0,4,29,0,0,11,0,0 +millsbr02,2015,1,OAK,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +milonto01,2015,1,MIN,AL,24,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +mitchbr01,2015,1,NYA,AL,20,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +molinya01,2015,1,SLN,NL,136,488,34,132,23,2,4,61,3,1,32,59,3,0,1,9,16 +moneljo01,2015,1,NYN,NL,27,48,5,8,2,0,0,4,0,0,4,13,0,0,0,0,5 +montafr01,2015,1,CHA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +monteje01,2015,1,SEA,AL,38,112,11,25,6,0,5,19,0,0,4,32,0,0,0,0,2 +montemi01,2015,1,CHN,NL,113,347,36,86,11,0,15,53,1,1,49,103,5,4,0,3,9 +montera01,2015,1,NYN,NL,5,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +montgmi01,2015,1,SEA,AL,16,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +mooread01,2015,1,CLE,AL,1,4,0,1,0,0,0,1,0,0,0,2,0,0,0,0,0 +moorema02,2015,1,TBA,AL,12,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +moorety01,2015,1,WAS,NL,97,187,14,38,12,0,6,27,0,0,11,45,2,1,0,1,2 +moralfr01,2015,1,KCA,AL,67,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +moralke01,2015,1,KCA,AL,158,569,81,165,41,2,22,106,0,0,58,103,4,8,0,4,24 +morelbr01,2015,1,PIT,NL,3,7,1,2,1,0,0,1,0,0,0,3,0,0,0,0,0 +morelmi01,2015,1,TEX,AL,132,471,51,131,27,0,23,85,1,0,32,112,2,7,0,5,9 +morendi01,2015,1,NYA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +morgaad01,2015,1,PHI,NL,15,26,2,2,1,0,0,1,0,0,0,12,0,0,1,0,0 +morinmi01,2015,1,LAA,AL,47,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +morneju01,2015,1,COL,NL,49,168,19,52,10,3,3,15,0,0,13,25,2,1,0,0,2 +morriak01,2015,1,NYN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +morribr01,2015,1,MIA,NL,67,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +morrilo01,2015,1,SEA,AL,146,457,47,103,15,3,17,54,8,4,47,81,5,4,1,2,7 +morrobr01,2015,1,SDN,NL,5,9,0,0,0,0,0,0,0,0,1,8,0,0,0,0,0 +morsemi01,2015,1,MIA,NL,53,160,8,34,4,0,4,12,0,0,12,55,0,2,0,0,6 +morsemi01,2015,2,PIT,NL,45,69,6,19,3,1,1,7,0,0,11,21,0,2,0,0,4 +mortoch02,2015,1,PIT,NL,23,36,0,1,0,0,0,1,0,0,1,18,0,0,6,0,0 +moscojo01,2015,1,CIN,NL,3,4,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +mossbr01,2015,1,CLE,AL,94,337,36,73,17,1,15,50,0,0,32,106,2,3,0,3,9 +mossbr01,2015,2,SLN,NL,51,132,11,33,7,1,4,8,0,1,17,42,2,2,0,0,3 +motteja01,2015,1,CHN,NL,57,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +moustmi01,2015,1,KCA,AL,147,549,73,156,34,1,22,82,1,2,43,76,1,13,4,5,14 +moyast01,2015,1,DET,AL,9,22,1,4,0,1,0,0,0,0,3,10,0,0,0,0,0 +moylape01,2015,1,ATL,NL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mujiced01,2015,1,BOS,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mujiced01,2015,2,OAK,AL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +muncyma01,2015,1,OAK,AL,45,102,14,21,8,1,3,9,0,0,9,31,0,0,0,1,0 +munoda01,2015,1,NYN,NL,17,27,2,4,1,0,0,0,1,0,4,11,0,0,1,0,1 +muratto01,2015,1,CLE,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +murphda07,2015,1,CLE,AL,84,206,22,61,12,1,5,27,0,1,16,29,1,1,1,4,4 +murphda07,2015,2,LAA,AL,48,155,16,41,6,0,5,23,0,1,4,20,0,0,0,1,2 +murphda08,2015,1,NYN,NL,130,499,56,140,38,2,14,73,2,2,31,38,10,2,0,6,15 +murphjr01,2015,1,NYA,AL,67,155,21,43,9,1,3,14,0,0,12,43,0,1,1,3,4 +murphto04,2015,1,COL,NL,11,35,5,9,1,0,3,9,0,0,4,10,1,0,0,0,0 +murraco01,2015,1,PHI,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +myerswi01,2015,1,SDN,NL,60,225,40,57,13,1,8,29,5,2,27,55,0,1,0,0,2 +napolmi01,2015,1,BOS,AL,98,329,37,68,18,1,13,40,3,1,45,99,2,3,0,1,10 +napolmi01,2015,2,TEX,AL,35,78,9,23,2,0,5,10,0,2,12,19,1,1,0,0,1 +narvech01,2015,1,MIA,NL,15,6,1,0,0,0,0,1,0,0,0,4,0,0,1,0,0 +nathajo01,2015,1,DET,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +navada01,2015,1,BOS,AL,29,66,6,10,2,0,0,7,0,0,8,17,0,2,1,1,3 +navada01,2015,2,TBA,AL,31,73,7,17,2,0,1,3,1,0,12,19,0,3,0,0,1 +navardi01,2015,1,TOR,AL,54,171,17,42,7,0,5,20,0,0,17,29,1,0,0,4,0 +navaref01,2015,1,LAA,AL,54,83,9,21,4,0,0,5,0,2,5,16,1,0,0,0,5 +navarre01,2015,1,BAL,AL,10,29,5,8,2,0,1,3,0,0,0,3,0,0,1,0,0 +negrokr01,2015,1,CIN,NL,43,93,5,13,2,0,0,2,2,0,9,23,0,3,2,0,2 +nelsoji02,2015,1,MIL,NL,30,55,1,6,1,0,0,2,0,0,1,34,0,0,3,0,0 +nerishe01,2015,1,PHI,NL,32,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +nesbian01,2015,1,DET,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +neshepa01,2015,1,HOU,AL,66,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nicasju01,2015,1,LAN,NL,54,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nicolju01,2015,1,MIA,NL,13,25,0,1,0,0,0,0,0,0,0,8,0,0,2,0,0 +niesejo01,2015,1,NYN,NL,33,52,5,9,1,0,0,4,0,0,5,18,0,0,3,0,0 +nieuwki01,2015,1,NYN,NL,27,38,3,3,2,0,0,2,2,0,2,17,0,0,0,0,0 +nieuwki01,2015,2,LAA,AL,10,22,4,3,2,0,0,1,0,1,2,9,0,0,0,0,0 +nieuwki01,2015,3,NYN,NL,37,68,14,19,7,0,4,11,0,1,6,23,0,3,0,0,2 +nievewi01,2015,1,SDN,NL,6,13,1,1,0,0,1,4,0,0,1,4,0,0,0,0,0 +noelri01,2015,1,NYA,AL,15,2,5,1,0,0,0,0,5,2,0,0,0,0,0,0,0 +noesihe01,2015,1,CHA,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nolaaa01,2015,1,PHI,NL,13,23,0,2,0,0,0,1,0,0,1,16,0,0,2,0,0 +nolasri01,2015,1,MIN,AL,9,3,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +nolinse01,2015,1,OAK,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +noonani01,2015,1,SFN,NL,14,22,2,2,1,0,1,3,0,0,2,8,0,0,0,0,1 +norribu01,2015,1,BAL,AL,18,4,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +norribu01,2015,2,SDN,NL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +norrida01,2015,1,TOR,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +norrida01,2015,2,DET,AL,8,2,1,1,0,0,1,2,0,0,1,1,0,0,0,0,0 +norride01,2015,1,SDN,NL,147,515,65,129,33,2,14,62,4,1,35,131,1,6,0,1,5 +novaiv01,2015,1,NYA,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nunezed02,2015,1,MIN,AL,72,188,23,53,14,1,4,20,8,4,12,29,0,1,2,1,1 +nunovi01,2015,1,ARI,NL,3,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nunovi01,2015,2,SEA,AL,32,2,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0 +obergsc01,2015,1,COL,NL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +oberhbr01,2015,1,HOU,AL,8,0,0,0,0,0,0,0,0,0,1,0,0,0,2,0,0 +obriepe04,2015,1,ARI,NL,8,10,1,4,1,0,1,3,0,0,2,5,0,0,0,0,0 +odayda01,2015,1,BAL,AL,68,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +odorija01,2015,1,TBA,AL,28,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +odorro01,2015,1,TEX,AL,120,426,54,111,21,9,16,61,6,7,23,79,2,14,2,5,3 +oflaher01,2015,1,OAK,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +oflaher01,2015,2,NYN,NL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ogandal01,2015,1,BOS,AL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ogandne01,2015,1,PHI,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ohlenro01,2015,1,TEX,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +olivehe01,2015,1,ATL,NL,24,79,4,20,4,1,2,11,0,0,5,12,0,2,0,1,2 +olmosed01,2015,1,SEA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +olsonty01,2015,1,SEA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +oltmi01,2015,1,CHN,NL,6,15,1,2,0,0,1,1,0,0,0,6,0,1,0,0,0 +oltmi01,2015,2,CHA,AL,24,79,6,16,0,0,3,4,0,1,7,29,0,0,0,0,2 +omallsh01,2015,1,SEA,AL,24,42,10,11,1,0,1,7,3,0,12,14,0,0,2,1,0 +orlanpa01,2015,1,KCA,AL,86,241,31,60,14,6,7,27,3,3,5,53,0,2,2,1,0 +orourry01,2015,1,MIN,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ortizda01,2015,1,BOS,AL,146,528,73,144,37,0,37,108,0,1,77,95,16,0,0,9,16 +osichjo01,2015,1,SFN,NL,35,1,0,0,0,0,0,0,0,0,0,1,0,0,2,0,0 +osullse01,2015,1,PHI,NL,13,20,2,2,1,0,0,0,0,0,1,10,0,0,2,0,0 +osunaro01,2015,1,TOR,AL,68,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +oteroda01,2015,1,OAK,AL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ottavad01,2015,1,COL,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +owenshe02,2015,1,BOS,AL,11,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +owingch01,2015,1,ARI,NL,147,515,59,117,27,5,4,43,16,4,26,144,3,1,7,3,9 +ozunama01,2015,1,MIA,NL,123,459,47,119,27,0,10,44,2,3,30,110,1,3,0,2,10 +pachejo01,2015,1,ARI,NL,29,66,8,16,0,0,2,8,1,0,9,14,0,1,0,2,6 +paganan01,2015,1,SFN,NL,133,512,55,134,21,3,3,37,12,4,32,93,0,1,0,6,12 +panikjo01,2015,1,SFN,NL,100,382,59,119,27,2,8,37,3,2,38,42,0,5,3,4,7 +papeljo01,2015,1,PHI,NL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +papeljo01,2015,2,WAS,NL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +paredji01,2015,1,BAL,AL,104,363,46,100,17,2,10,42,4,4,19,111,0,0,0,2,8 +parkeja03,2015,1,SFN,NL,21,49,11,17,2,0,6,14,1,1,5,21,0,0,0,0,1 +parkeky01,2015,1,COL,NL,46,106,10,19,3,1,3,11,1,0,6,37,0,0,0,0,2 +parmech01,2015,1,BAL,AL,32,97,11,21,7,1,4,9,0,1,4,26,0,1,0,0,1 +parnebo01,2015,1,NYN,NL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +parrage01,2015,1,MIL,NL,100,323,53,106,24,5,9,31,9,3,20,57,2,3,1,4,7 +parrage01,2015,2,BAL,AL,55,224,30,53,12,0,5,20,5,1,8,35,1,2,3,1,1 +parrama01,2015,1,CIN,NL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +parrian01,2015,1,OAK,AL,17,6,1,0,0,0,0,0,0,0,2,5,0,0,0,0,0 +pattosp01,2015,1,TEX,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +paulsbe01,2015,1,COL,NL,116,325,42,90,19,4,11,49,1,2,23,92,0,2,1,3,5 +paxtoja01,2015,1,SEA,AL,13,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +pazosja01,2015,1,NYA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +peacobr01,2015,1,HOU,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pearcst01,2015,1,BAL,AL,92,294,42,64,13,1,15,40,1,1,23,69,1,7,0,1,11 +peavyja01,2015,1,SFN,NL,19,36,5,7,2,0,1,3,0,0,1,17,0,0,4,0,0 +pederjo01,2015,1,LAN,NL,151,480,67,101,19,1,26,54,4,7,92,170,6,9,2,2,5 +pedrodu01,2015,1,BOS,AL,93,381,46,111,19,1,12,42,2,2,38,51,1,2,1,3,6 +pegueca01,2015,1,TEX,AL,30,70,10,13,4,0,4,9,2,0,12,36,0,1,0,1,1 +pegueca01,2015,2,BOS,AL,4,5,1,1,0,0,0,0,0,0,1,1,0,0,0,0,0 +pelfrmi01,2015,1,MIN,AL,30,3,0,2,0,0,0,0,0,0,0,1,0,0,0,0,0 +penaar01,2015,1,MIL,NL,6,7,0,0,0,0,0,0,0,0,0,6,0,0,0,0,0 +penabr01,2015,1,CIN,NL,108,333,17,91,17,0,0,18,2,0,29,34,1,2,2,1,10 +penafr01,2015,1,KCA,AL,8,7,0,1,0,0,0,0,0,0,0,3,0,0,0,0,1 +pencehu01,2015,1,SFN,NL,52,207,30,57,13,1,9,40,4,1,16,48,0,0,0,0,8 +pennicl01,2015,1,ARI,NL,72,135,15,32,3,0,1,10,3,0,16,29,2,0,4,2,4 +pennicl01,2015,2,TOR,AL,33,75,9,12,3,0,2,11,0,0,11,20,0,1,3,2,2 +peralda01,2015,1,ARI,NL,149,462,61,144,26,10,17,78,9,4,44,107,2,4,0,7,7 +peraljh01,2015,1,SLN,NL,155,579,64,159,26,1,17,71,1,4,50,111,6,5,0,6,23 +peraljo01,2015,1,LAN,NL,33,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +peralwi01,2015,1,MIL,NL,20,30,1,1,0,0,0,1,0,0,3,15,0,0,4,0,0 +perazjo01,2015,1,LAN,NL,7,22,3,4,1,1,0,1,3,0,2,2,1,0,1,0,0 +perezca02,2015,1,LAA,AL,86,260,20,65,13,0,4,21,2,0,19,49,0,0,2,2,7 +perezeu01,2015,1,ATL,NL,47,119,10,32,4,0,0,5,3,1,7,23,1,4,3,0,3 +perezhe01,2015,1,DET,AL,22,33,1,2,0,0,0,0,1,0,1,11,0,0,0,0,2 +perezhe01,2015,2,MIL,NL,90,230,13,62,15,2,1,21,4,1,4,48,1,0,3,1,4 +perezju02,2015,1,SFN,NL,22,39,5,11,3,0,0,2,1,0,1,6,0,0,0,0,1 +perezma02,2015,1,TEX,AL,14,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +perezol01,2015,1,ARI,NL,48,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +perezol01,2015,2,HOU,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +perezro02,2015,1,CLE,AL,70,184,30,42,9,1,7,21,0,0,33,64,1,2,5,2,9 +perezsa02,2015,1,KCA,AL,142,531,52,138,25,0,21,70,1,0,13,82,4,4,0,5,23 +perezwi01,2015,1,ATL,NL,23,28,2,2,0,0,0,0,0,0,2,13,0,0,4,0,0 +perkigl01,2015,1,MIN,AL,60,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pestavi01,2015,1,LAA,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +peterja01,2015,1,ATL,NL,152,528,55,126,23,5,6,52,12,10,56,120,4,3,7,3,5 +petersh01,2015,1,MIL,NL,93,201,22,52,7,3,2,16,0,1,20,55,1,0,3,1,3 +petitgr01,2015,1,NYA,AL,20,42,7,7,3,0,0,5,0,0,3,16,1,0,1,1,0 +petityu01,2015,1,SFN,NL,42,9,1,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +petrija01,2015,1,CHA,AL,62,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +phamth01,2015,1,SLN,NL,52,153,28,41,7,5,5,18,2,0,19,41,1,0,0,1,1 +phegljo01,2015,1,OAK,AL,73,225,27,56,16,1,9,34,0,0,14,51,0,3,0,1,5 +phelpda01,2015,1,MIA,NL,23,34,0,4,0,0,0,0,0,0,0,16,0,1,5,0,0 +phillbr01,2015,1,CIN,NL,148,588,69,173,19,2,12,70,23,3,27,68,1,4,1,3,13 +pierzaj01,2015,1,ATL,NL,113,407,38,122,24,1,9,49,0,2,19,37,2,7,0,3,19 +pillake01,2015,1,TOR,AL,159,586,76,163,31,2,12,56,25,4,28,85,1,5,4,5,9 +pimenst01,2015,1,TEX,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pindebr01,2015,1,NYA,AL,25,1,0,1,1,0,0,1,0,0,0,0,0,0,0,0,0 +pinedmi01,2015,1,NYA,AL,27,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +pinoyo01,2015,1,KCA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pireljo01,2015,1,NYA,AL,37,74,7,17,3,0,1,5,1,0,2,16,0,0,1,1,4 +piscost01,2015,1,SLN,NL,63,233,29,71,15,4,7,39,2,1,20,56,2,1,0,2,7 +plaweke01,2015,1,NYN,NL,73,233,18,51,9,0,3,21,0,0,17,60,4,4,1,3,4 +plouftr01,2015,1,MIN,AL,152,573,74,140,35,4,22,86,2,1,50,124,0,4,1,4,28 +polangr01,2015,1,PIT,NL,153,593,83,152,35,6,9,52,27,10,55,121,6,1,1,2,5 +polanjo01,2015,1,MIN,AL,4,10,1,3,0,0,0,1,1,0,2,1,0,0,0,0,0 +polloaj01,2015,1,ARI,NL,157,609,111,192,39,6,20,76,39,7,53,89,0,2,0,9,19 +pomerdr01,2015,1,OAK,AL,53,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pompeda01,2015,1,TOR,AL,34,94,17,21,8,0,2,6,5,1,7,23,0,2,0,0,1 +porceri01,2015,1,BOS,AL,28,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +poseybu01,2015,1,SFN,NL,150,557,74,177,28,0,19,95,2,0,56,52,10,3,0,7,17 +pradoma01,2015,1,MIA,NL,129,500,52,144,22,2,9,63,1,0,37,68,4,5,1,8,9 +preslal01,2015,1,HOU,AL,8,12,1,3,0,0,0,1,0,0,1,5,0,0,0,0,0 +pressry01,2015,1,MIN,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +priceda01,2015,1,DET,AL,21,5,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +priceda01,2015,2,TOR,AL,11,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1 +pridija01,2015,1,OAK,AL,6,9,0,0,0,0,0,0,0,0,1,4,0,0,0,0,0 +puigya01,2015,1,LAN,NL,79,282,30,72,12,3,11,38,3,3,26,66,1,2,0,1,1 +pujolal01,2015,1,LAA,AL,157,602,85,147,22,0,40,95,5,3,50,72,10,6,0,3,15 +putnaza01,2015,1,CHA,AL,49,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +quackke01,2015,1,SDN,NL,57,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +quallch01,2015,1,HOU,AL,60,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +quintjo01,2015,1,CHA,AL,32,8,0,0,0,0,0,0,0,0,0,5,0,0,1,0,0 +raburry01,2015,1,CLE,AL,82,173,22,52,16,1,8,29,0,0,23,44,3,4,0,1,5 +ramiral03,2015,1,CHA,AL,154,583,54,145,33,0,10,62,17,7,31,68,2,1,1,6,18 +ramirar01,2015,1,MIL,NL,81,279,25,69,18,0,11,42,1,0,16,42,3,4,0,3,12 +ramirar01,2015,2,PIT,NL,56,196,18,48,13,1,6,33,0,0,15,26,0,1,0,2,11 +ramirer02,2015,1,TBA,AL,34,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +ramirha01,2015,1,BOS,AL,105,401,59,100,12,1,19,53,6,3,21,71,2,4,0,4,11 +ramirjc01,2015,1,ARI,NL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ramirjc01,2015,2,SEA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ramirjo01,2015,1,CLE,AL,97,315,50,69,14,3,6,27,10,4,32,39,0,1,5,2,5 +ramirjo02,2015,1,NYA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ramirjo02,2015,2,SEA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ramirne01,2015,1,CHN,NL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ramirno01,2015,1,BOS,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ramosaj01,2015,1,MIA,NL,71,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ramosce01,2015,1,LAA,AL,65,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ramoswi01,2015,1,WAS,NL,128,475,41,109,16,0,15,68,0,0,21,101,2,0,0,8,16 +ranauan01,2015,1,TEX,AL,4,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +rasmuco01,2015,1,HOU,AL,137,432,67,103,23,2,25,61,2,1,47,154,0,2,1,3,6 +rasmuco02,2015,1,LAA,AL,16,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rasmuro01,2015,1,TOR,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rasmuro01,2015,2,SEA,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ravinjo01,2015,1,LAN,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rayro02,2015,1,ARI,NL,23,31,0,3,1,0,0,0,0,0,0,14,0,0,5,0,0 +reaco01,2015,1,SDN,NL,7,9,2,2,1,0,0,0,0,0,1,4,0,0,2,0,0 +realmjt01,2015,1,MIA,NL,126,441,49,114,21,7,10,47,8,4,19,70,2,2,1,4,11 +rearich01,2015,1,SDN,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reckean01,2015,1,NYN,NL,32,80,6,10,1,0,2,5,1,0,11,35,2,1,0,0,1 +reddijo01,2015,1,OAK,AL,149,526,67,143,25,4,20,77,10,2,49,65,1,0,1,2,7 +redmoto01,2015,1,TOR,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reedad01,2015,1,ARI,NL,38,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reedad01,2015,2,NYN,NL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reedch01,2015,1,MIA,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reedmi02,2015,1,MIL,NL,7,6,2,2,1,0,0,0,0,0,0,3,0,0,0,0,0 +refsnro01,2015,1,NYA,AL,16,43,3,13,3,0,2,5,2,0,3,7,1,0,0,0,3 +reimono01,2015,1,BAL,AL,61,170,24,42,5,1,6,20,0,0,23,47,2,2,0,0,2 +rendoan01,2015,1,WAS,NL,80,311,43,82,16,0,5,25,1,2,36,70,0,4,0,4,8 +reverbe01,2015,1,PHI,NL,96,366,49,109,13,6,1,26,24,5,19,36,0,1,2,0,4 +reverbe01,2015,2,TOR,AL,56,226,35,72,9,1,1,19,7,2,13,28,0,1,3,3,1 +reyesjo01,2015,1,TOR,AL,69,288,36,82,17,0,4,34,16,2,17,38,0,0,4,2,3 +reyesjo01,2015,2,COL,NL,47,193,21,50,8,2,3,19,8,4,9,24,0,0,5,1,3 +reyesjo03,2015,1,LAA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reynoma01,2015,1,SLN,NL,140,382,35,88,21,2,13,48,2,3,44,121,2,4,0,2,10 +reynoma02,2015,1,ARI,NL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +richacl01,2015,1,CHN,NL,23,14,1,2,2,0,0,3,0,0,1,6,0,0,0,0,0 +richaga01,2015,1,LAA,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +riefecj01,2015,1,TBA,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rienzan01,2015,1,MIA,NL,14,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +riosal01,2015,1,KCA,AL,105,385,40,98,22,2,4,32,9,0,15,67,0,5,0,6,10 +riverfe01,2015,1,WAS,NL,49,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +riverre01,2015,1,TBA,AL,110,298,16,53,14,0,5,26,0,0,11,86,0,3,5,2,4 +riverya01,2015,1,MIL,NL,7,14,0,1,0,0,0,0,0,0,0,4,0,0,1,0,0 +rizzoan01,2015,1,CHN,NL,160,586,94,163,38,3,31,101,17,6,78,105,9,30,0,7,9 +roachdo01,2015,1,CHN,NL,1,1,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0 +roarkta01,2015,1,WAS,NL,40,27,1,5,2,0,0,0,0,0,0,9,0,0,2,0,0 +roberda08,2015,1,CHA,AL,60,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +roberda09,2015,1,LAA,AL,37,75,10,21,2,0,0,7,0,0,2,7,1,0,3,0,1 +roberke02,2015,1,COL,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +roberke02,2015,2,PHI,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +robincl01,2015,1,WAS,NL,126,309,44,84,15,1,10,34,0,0,37,52,4,5,0,1,6 +robinsh01,2015,1,MIN,AL,83,180,28,45,7,3,0,16,6,1,12,29,0,1,3,1,4 +robleha01,2015,1,NYN,NL,57,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodnefe01,2015,1,SEA,AL,54,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodnefe01,2015,2,CHN,NL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodonca01,2015,1,CHA,AL,26,1,0,0,0,0,0,0,0,0,0,1,0,0,2,0,0 +rodrial01,2015,1,NYA,AL,151,523,83,131,22,1,33,86,4,0,84,145,5,6,0,7,17 +rodried05,2015,1,BOS,AL,21,2,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +rodrife02,2015,1,OAK,AL,56,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodrifr03,2015,1,MIL,NL,60,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodrise01,2015,1,PIT,NL,139,224,25,55,12,1,4,17,2,2,5,63,0,6,5,0,9 +rodrist02,2015,1,LAN,NL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodriwa01,2015,1,TEX,AL,17,2,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +roech01,2015,1,BAL,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rogeres01,2015,1,NYA,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rogerja02,2015,1,MIL,NL,86,152,22,45,6,2,4,16,0,0,15,34,0,2,0,0,2 +rojasmi02,2015,1,MIA,NL,60,142,13,40,7,1,1,17,0,1,11,16,1,0,2,2,4 +rollida01,2015,1,SEA,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rolliji01,2015,1,LAN,NL,144,517,71,116,24,3,13,41,12,8,44,86,0,0,1,1,12 +romakja01,2015,1,ARI,NL,12,15,2,5,2,0,0,1,0,0,1,6,0,0,0,0,0 +romeren01,2015,1,TBA,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +romerst01,2015,1,SEA,AL,13,21,6,4,1,0,1,3,0,0,3,6,0,0,0,0,0 +rominan01,2015,1,DET,AL,109,184,25,47,5,0,2,15,10,5,11,46,1,3,4,1,4 +rominau01,2015,1,NYA,AL,1,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +romose01,2015,1,SFN,NL,70,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +rondobr01,2015,1,DET,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rondohe01,2015,1,CHN,NL,72,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rondojo01,2015,1,COL,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rondojo01,2015,2,BAL,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rosalad01,2015,1,TEX,AL,55,114,14,26,4,0,3,7,4,4,10,30,0,1,0,0,4 +rosared01,2015,1,MIN,AL,122,453,60,121,18,15,13,50,11,6,15,118,3,0,3,3,5 +rosarwi01,2015,1,COL,NL,87,231,22,62,14,1,6,29,2,1,8,56,2,1,1,1,8 +rosentr01,2015,1,SLN,NL,68,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +rosinse01,2015,1,PHI,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rossco01,2015,1,OAK,AL,9,22,3,2,0,0,0,3,0,0,3,6,0,0,0,0,0 +rosscza01,2015,1,CHN,NL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rossda01,2015,1,CHN,NL,72,159,6,28,9,0,1,9,1,0,20,61,7,0,2,1,1 +rossjo01,2015,1,WAS,NL,17,27,2,3,0,0,0,0,0,0,0,11,0,1,2,0,1 +rossro01,2015,1,BOS,AL,54,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rossty01,2015,1,SDN,NL,34,56,6,14,1,1,1,6,0,0,2,19,0,1,8,1,1 +ruary01,2015,1,TEX,AL,28,83,10,16,5,0,4,7,0,0,3,32,0,0,0,0,2 +rucindr01,2015,1,LAA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rufda01,2015,1,PHI,NL,106,268,30,63,12,0,12,39,1,0,21,69,0,5,0,3,7 +ruggiju01,2015,1,SEA,AL,36,70,8,15,4,0,2,3,3,2,11,27,0,0,0,0,0 +ruggiju01,2015,2,LAN,NL,21,55,12,16,4,1,4,12,2,0,3,14,0,2,0,0,1 +ruizca01,2015,1,PHI,NL,86,284,23,60,13,1,2,22,1,1,28,43,2,4,3,1,13 +rumbeni01,2015,1,NYA,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ruppca01,2015,1,PHI,NL,81,270,24,63,9,1,9,28,0,1,24,71,5,3,0,2,8 +rusinch01,2015,1,COL,NL,27,46,5,10,0,0,1,4,0,0,0,7,0,0,4,0,0 +russead02,2015,1,CHN,NL,142,475,60,115,29,1,13,54,4,3,42,149,2,3,1,2,8 +russeja02,2015,1,CHN,NL,49,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +rutlejo01,2015,1,BOS,AL,39,74,11,21,1,0,1,10,0,0,5,26,1,2,1,3,0 +ryanbr01,2015,1,NYA,AL,47,96,10,22,6,2,0,8,0,0,5,29,0,1,1,0,1 +ryanky01,2015,1,DET,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rzepcma01,2015,1,CLE,AL,45,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rzepcma01,2015,2,SDN,NL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sabatcc01,2015,1,NYA,AL,29,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +sadleca02,2015,1,PIT,NL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +saladty01,2015,1,CHA,AL,68,236,33,53,6,4,4,20,8,2,12,51,0,2,3,1,9 +salasfe01,2015,1,LAA,AL,72,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +salazda01,2015,1,CLE,AL,30,4,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +salech01,2015,1,CHA,AL,31,9,1,1,0,0,0,0,0,0,0,4,0,0,0,0,0 +saltaja01,2015,1,MIA,NL,9,29,3,2,1,0,1,1,0,0,4,12,0,0,0,0,2 +saltaja01,2015,2,ARI,NL,70,171,23,43,14,0,8,23,0,0,19,57,0,2,1,1,3 +samarje01,2015,1,CHA,AL,32,2,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +sampske01,2015,1,CIN,NL,13,16,1,0,0,0,0,0,0,0,0,11,0,0,1,0,1 +sanchaa01,2015,1,TOR,AL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sanchan01,2015,1,DET,AL,25,4,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +sanchca01,2015,1,CHA,AL,120,389,40,87,23,1,5,31,2,2,19,81,0,5,6,1,9 +sanchga02,2015,1,NYA,AL,2,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +sanchhe01,2015,1,SFN,NL,28,56,5,10,4,0,1,5,0,0,2,14,0,0,1,0,1 +sanchto01,2015,1,PIT,NL,3,8,2,3,0,0,0,0,0,0,1,3,0,0,0,0,0 +sandopa01,2015,1,BOS,AL,126,470,43,115,25,1,10,47,0,0,25,73,1,7,1,2,14 +sandsje01,2015,1,CLE,AL,50,123,11,29,5,1,4,19,0,0,9,36,0,0,0,1,0 +sanomi01,2015,1,MIN,AL,80,279,46,75,17,1,18,52,1,1,53,119,1,1,0,2,4 +santaca01,2015,1,CLE,AL,154,550,72,127,29,2,19,85,11,3,108,122,8,3,0,5,20 +santada01,2015,1,MIN,AL,91,261,30,56,10,5,0,21,8,4,6,68,1,3,7,0,7 +santado01,2015,1,HOU,AL,14,39,6,10,2,0,2,8,2,1,2,17,0,1,0,0,1 +santado01,2015,2,MIL,NL,38,121,14,28,5,0,6,18,2,0,18,46,0,4,0,2,1 +santaer01,2015,1,MIN,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +santihe01,2015,1,LAA,AL,33,5,0,1,0,0,0,0,0,0,0,3,0,0,0,0,1 +santose01,2015,1,LAN,NL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +santose01,2015,2,NYA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sardilu01,2015,1,MIL,NL,36,97,8,19,0,1,0,4,0,0,6,25,1,0,1,1,3 +saundmi01,2015,1,TOR,AL,9,31,2,6,0,0,0,3,0,0,5,10,0,0,0,0,1 +scahiro01,2015,1,PIT,NL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schafjo02,2015,1,MIN,AL,27,69,9,15,3,0,0,5,0,3,3,23,0,0,2,0,0 +schaflo01,2015,1,MIL,NL,69,122,17,27,6,1,1,6,1,0,12,29,0,2,6,1,3 +schebsc01,2015,1,LAN,NL,19,36,6,9,0,0,3,4,2,1,3,13,1,1,0,0,0 +schepta01,2015,1,TEX,AL,42,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +scherma01,2015,1,WAS,NL,34,69,4,15,0,0,0,0,0,0,2,23,0,0,6,0,0 +schlibr01,2015,1,CHN,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schoojo01,2015,1,BAL,AL,86,305,34,85,17,0,15,39,2,0,9,79,0,4,1,2,9 +schugaj01,2015,1,ARI,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schulbo02,2015,1,TOR,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schumsk01,2015,1,CIN,NL,131,244,23,59,20,0,1,21,2,2,23,51,2,0,0,1,7 +schwaky01,2015,1,CHN,NL,69,232,52,57,6,1,16,43,3,3,36,77,1,4,0,1,4 +scribev01,2015,1,OAK,AL,54,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +scrugxa01,2015,1,SLN,NL,17,42,5,11,2,0,0,7,1,0,0,10,0,1,0,0,2 +seageco01,2015,1,LAN,NL,27,98,17,33,8,1,4,17,2,0,14,19,1,1,0,0,2 +seageky01,2015,1,SEA,AL,161,623,85,166,37,0,26,74,6,6,54,98,6,5,0,4,17 +segurje01,2015,1,MIL,NL,142,560,57,144,16,5,6,50,25,6,13,93,2,6,3,2,14 +semiema01,2015,1,OAK,AL,155,556,65,143,23,7,15,45,11,5,42,132,1,1,1,1,16 +severlu01,2015,1,NYA,AL,11,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +severpe01,2015,1,WAS,NL,2,4,1,1,1,0,0,0,0,0,0,1,0,0,0,0,0 +shaffri01,2015,1,TBA,AL,31,74,11,14,3,0,4,6,0,1,10,32,0,3,0,1,2 +shawbr01,2015,1,CLE,AL,74,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shawtr01,2015,1,BOS,AL,65,226,31,61,10,0,13,36,0,1,18,57,1,2,0,2,1 +shielja02,2015,1,SDN,NL,36,68,7,9,2,0,0,2,0,0,1,28,0,0,5,0,0 +shoemma01,2015,1,LAA,AL,25,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +shrevch01,2015,1,NYA,AL,59,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shuckja01,2015,1,CHA,AL,79,143,15,38,8,2,0,15,7,5,16,16,0,1,3,2,2 +siegrke01,2015,1,SLN,NL,81,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +simmoan01,2015,1,ATL,NL,147,535,60,142,23,2,4,44,5,3,39,48,6,6,1,2,19 +simonal01,2015,1,DET,AL,31,5,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +singljo02,2015,1,HOU,AL,19,47,6,9,2,0,1,6,1,0,10,17,0,0,0,1,0 +sippto01,2015,1,HOU,AL,60,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sizemgr01,2015,1,PHI,NL,39,98,4,24,5,0,0,6,0,0,6,23,0,0,0,0,2 +sizemgr01,2015,2,TBA,AL,58,175,20,45,12,0,6,27,3,3,14,37,0,2,0,1,1 +smithca02,2015,1,SEA,AL,70,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithch08,2015,1,OAK,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithjo05,2015,1,LAA,AL,70,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithjo07,2015,1,CIN,NL,10,9,1,2,0,1,0,0,0,0,0,4,0,0,1,0,0 +smithse01,2015,1,SEA,AL,136,395,54,98,31,5,12,42,0,0,47,99,4,4,1,5,15 +smithwi04,2015,1,MIL,NL,76,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smoakju01,2015,1,TOR,AL,132,296,44,67,16,1,18,59,0,0,29,86,0,2,0,1,10 +smolija01,2015,1,TEX,AL,35,60,12,8,1,0,1,6,1,0,11,20,0,1,0,2,1 +smolija01,2015,2,OAK,AL,41,106,12,24,6,2,5,20,0,1,8,19,0,2,0,2,2 +smylydr01,2015,1,TBA,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +snidetr01,2015,1,BAL,AL,69,211,23,50,9,2,3,20,1,0,23,56,1,2,0,0,3 +snidetr01,2015,2,PIT,NL,18,26,1,5,3,0,1,8,0,0,3,10,1,0,0,0,0 +socolmi01,2015,1,SLN,NL,28,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sogarer01,2015,1,OAK,AL,120,372,40,92,12,3,1,37,6,1,23,50,1,2,3,1,9 +solando01,2015,1,MIA,NL,55,90,6,17,3,1,0,7,0,0,1,18,0,2,1,0,4 +solanjh01,2015,1,MIA,NL,7,20,1,1,1,0,0,2,0,0,1,1,0,0,0,0,0 +solarya01,2015,1,SDN,NL,152,526,63,142,33,4,14,63,1,0,34,56,0,6,2,3,15 +solerjo01,2015,1,CHN,NL,101,366,39,96,18,1,10,47,3,1,32,121,5,3,0,3,9 +solissa01,2015,1,WAS,NL,18,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +soriajo01,2015,1,DET,AL,43,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +soriajo01,2015,2,PIT,NL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +soriara01,2015,1,CHN,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sotoge01,2015,1,CHA,AL,78,187,20,41,8,0,9,21,0,1,21,63,0,1,1,0,2 +sotogi01,2015,1,CLE,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +souzast01,2015,1,TBA,AL,110,373,59,84,15,1,16,40,12,6,46,144,0,5,1,1,7 +spande01,2015,1,WAS,NL,61,246,38,74,17,0,5,22,11,0,25,26,0,1,1,2,5 +spangco01,2015,1,SDN,NL,108,303,38,82,17,5,4,21,9,4,28,75,1,2,8,3,4 +springe01,2015,1,HOU,AL,102,388,59,107,19,2,16,41,16,4,50,109,0,8,2,3,4 +stammcr01,2015,1,WAS,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stanlco01,2015,1,SLN,NL,9,10,2,4,1,0,0,3,0,0,0,3,0,0,0,0,0 +stantmi03,2015,1,MIA,NL,74,279,47,74,12,1,27,67,4,2,34,95,6,2,0,3,5 +stassma01,2015,1,HOU,AL,11,15,4,6,0,0,1,2,0,0,1,5,0,0,1,0,1 +staufti01,2015,1,MIN,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +staufti01,2015,2,NYN,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stewach01,2015,1,PIT,NL,58,159,9,46,8,0,0,15,0,0,6,29,0,2,3,2,3 +stitema01,2015,1,ARI,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +storedr01,2015,1,WAS,NL,58,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +straida01,2015,1,HOU,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +strasst01,2015,1,WAS,NL,23,38,1,5,0,0,0,0,0,0,2,17,0,0,6,0,0 +straury01,2015,1,TEX,AL,31,45,9,9,0,0,1,3,2,1,3,11,0,0,1,2,1 +streehu01,2015,1,LAA,AL,62,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +strichu01,2015,1,SFN,NL,55,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +stromma01,2015,1,TOR,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stroppe01,2015,1,CHN,NL,76,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stubbdr01,2015,1,COL,NL,51,102,14,22,3,2,5,10,2,1,9,50,1,1,2,0,1 +stubbdr01,2015,2,TEX,AL,27,21,6,2,1,0,0,0,3,0,5,10,0,0,0,0,0 +stulter01,2015,1,ATL,NL,9,13,0,1,0,0,0,0,0,0,0,7,0,0,3,0,0 +suareeu01,2015,1,CIN,NL,97,372,42,104,19,2,13,48,4,1,17,94,0,3,4,2,7 +sucreje01,2015,1,SEA,AL,52,127,9,20,6,0,1,7,0,0,6,21,0,0,9,0,6 +surkaer01,2015,1,LAN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +susacan01,2015,1,SFN,NL,52,133,14,29,7,2,3,14,0,0,14,43,0,1,0,0,2 +suzukic01,2015,1,MIA,NL,153,398,45,91,5,6,1,21,11,5,31,51,1,0,5,4,8 +suzukku01,2015,1,MIN,AL,131,433,36,104,17,0,5,50,0,0,29,59,4,7,6,4,14 +swarzan01,2015,1,CLE,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sweenda02,2015,1,PHI,NL,37,85,9,15,4,1,3,11,0,2,13,27,0,0,0,0,1 +swihabl01,2015,1,BOS,AL,84,288,47,79,17,1,5,31,4,2,18,77,0,1,2,0,8 +swishni01,2015,1,CLE,AL,30,101,6,20,4,0,2,8,0,0,8,24,1,1,0,1,2 +swishni01,2015,2,ATL,NL,46,118,8,23,5,0,4,17,0,0,27,30,0,2,0,2,7 +syndeno01,2015,1,NYN,NL,24,43,2,9,1,0,1,4,0,0,1,26,0,0,6,0,0 +szczuma01,2015,1,CHN,NL,47,72,5,16,5,0,1,8,2,0,6,15,0,0,1,1,1 +tabatjo01,2015,1,PIT,NL,27,38,2,11,0,0,0,4,0,1,2,7,0,1,0,0,3 +tanakma01,2015,1,NYA,AL,24,7,0,0,0,0,0,0,0,0,1,2,0,0,0,0,0 +tartatr01,2015,1,SLN,NL,3,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +tayloch03,2015,1,SEA,AL,37,94,9,16,3,1,0,1,3,2,6,31,0,0,2,0,0 +taylomi02,2015,1,WAS,NL,138,472,49,108,15,2,14,63,16,3,35,158,9,1,1,2,5 +tazawju01,2015,1,BOS,AL,61,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +teafoev01,2015,1,TBA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +teagata01,2015,1,CHN,NL,8,15,0,3,0,0,0,2,0,0,0,4,0,0,0,0,1 +teherju01,2015,1,ATL,NL,33,52,0,5,0,0,0,2,0,0,2,9,0,0,14,0,0 +teixema01,2015,1,NYA,AL,111,392,57,100,22,0,31,79,2,0,59,85,6,6,0,5,7 +tejadru01,2015,1,NYN,NL,116,360,36,94,23,0,3,28,2,1,38,70,5,5,2,2,6 +telisto01,2015,1,TEX,AL,6,11,1,2,0,0,0,2,0,0,0,1,0,1,0,0,0 +telisto01,2015,2,MIA,NL,17,27,1,4,0,0,0,0,0,0,1,3,1,1,0,0,2 +teperry01,2015,1,TOR,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +terdojo01,2015,1,ATL,NL,28,56,5,12,4,1,1,4,0,0,3,14,1,0,0,0,1 +thatcjo01,2015,1,HOU,AL,43,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thayeda01,2015,1,SDN,NL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thielca01,2015,1,MIN,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tholejo01,2015,1,TOR,AL,18,49,5,10,2,0,0,2,0,0,3,9,0,0,0,0,2 +thomaia01,2015,1,ATL,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thomaia01,2015,2,LAN,NL,9,3,1,0,0,0,0,0,0,0,1,1,0,0,0,0,1 +thompaa01,2015,1,MIN,AL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thomptr01,2015,1,CHA,AL,44,122,17,36,8,3,5,16,1,0,13,26,0,0,0,0,3 +thornma01,2015,1,WAS,NL,60,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thornty01,2015,1,MIL,NL,24,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +tillmch01,2015,1,BAL,AL,31,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +tollesh01,2015,1,TEX,AL,73,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tollest01,2015,1,TOR,AL,19,41,9,11,5,1,0,3,2,0,4,9,0,0,0,0,1 +tomasya01,2015,1,ARI,NL,118,406,40,111,19,3,9,48,5,2,17,110,0,2,0,1,16 +tomlijo01,2015,1,CLE,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tomlike01,2015,1,SFN,NL,54,178,23,54,6,3,2,20,5,4,14,40,0,1,0,0,3 +tonkimi01,2015,1,MIN,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +torreal01,2015,1,NYN,NL,39,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +torreca01,2015,1,NYN,NL,59,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +torrero01,2015,1,LAN,NL,8,6,1,2,1,0,0,1,0,0,1,1,0,0,1,0,0 +tracyma01,2015,1,NYA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +travide01,2015,1,TOR,AL,62,217,38,66,18,0,8,35,3,1,18,43,0,2,0,1,4 +treinbl01,2015,1,WAS,NL,60,2,0,0,0,0,0,0,0,0,0,1,0,0,2,0,0 +tropeni01,2015,1,LAA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +troutmi01,2015,1,LAA,AL,159,575,104,172,32,6,41,90,11,7,92,158,14,10,0,5,11 +trumbma01,2015,1,ARI,NL,46,174,23,45,10,3,9,23,0,0,10,39,0,0,0,0,4 +trumbma01,2015,2,SEA,AL,96,334,39,88,13,0,13,41,0,0,26,93,1,0,0,1,8 +tsaoch01,2015,1,LAN,NL,5,1,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0 +tuckepr01,2015,1,HOU,AL,98,300,35,73,19,0,13,33,0,2,20,68,0,3,0,0,3 +tuivasa01,2015,1,SLN,NL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tulowtr01,2015,1,COL,NL,87,323,46,97,19,0,12,53,0,0,24,72,4,1,0,3,13 +tulowtr01,2015,2,TOR,AL,41,163,31,39,8,0,5,17,1,0,14,42,1,5,0,1,4 +turneju01,2015,1,LAN,NL,126,385,55,113,26,1,16,60,5,2,36,71,1,13,1,4,10 +turnetr01,2015,1,WAS,NL,27,40,5,9,1,0,1,1,2,2,4,12,0,0,0,0,0 +ueharko01,2015,1,BOS,AL,43,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ugglada01,2015,1,WAS,NL,67,120,12,22,4,2,2,16,0,1,19,40,0,1,0,1,3 +uptonbj01,2015,1,SDN,NL,87,205,23,53,12,4,5,17,9,3,21,62,2,0,2,0,1 +uptonju01,2015,1,SDN,NL,150,542,85,136,26,3,26,81,19,5,68,159,5,4,0,5,10 +urenajo01,2015,1,MIA,NL,20,13,0,1,0,0,0,0,0,0,0,9,0,0,0,0,0 +uribeju01,2015,1,LAN,NL,29,81,6,20,2,0,1,6,1,0,5,9,0,0,0,1,5 +uribeju01,2015,2,ATL,NL,46,151,17,43,6,0,7,17,1,0,15,37,2,1,0,0,5 +uribeju01,2015,3,NYN,NL,44,128,17,28,9,0,6,20,0,0,14,34,1,1,0,0,2 +urruthe01,2015,1,BAL,AL,10,34,3,9,1,0,1,6,0,0,2,3,0,0,0,0,1 +urshegi01,2015,1,CLE,AL,81,267,25,60,8,1,6,21,0,1,18,58,0,2,1,0,9 +utleych01,2015,1,PHI,NL,73,249,23,54,12,1,5,30,3,0,22,35,4,4,0,7,6 +utleych01,2015,2,LAN,NL,34,124,14,25,9,1,3,9,1,0,10,29,0,6,0,1,1 +valbulu01,2015,1,HOU,AL,132,434,62,97,18,0,25,56,1,0,50,106,1,6,0,3,13 +valdejo02,2015,1,MIA,NL,2,4,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +valdejo03,2015,1,DET,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +valenda01,2015,1,TOR,AL,58,162,26,48,13,0,7,29,2,1,9,40,0,0,1,1,4 +valenda01,2015,2,OAK,AL,47,183,33,52,10,1,11,37,0,1,20,40,3,1,0,1,9 +vanslsc01,2015,1,LAN,NL,96,222,19,53,14,0,6,30,3,1,23,62,2,4,1,3,5 +vargaja01,2015,1,KCA,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vargake01,2015,1,MIN,AL,58,175,18,42,4,0,5,17,0,0,9,54,0,0,0,0,7 +varvaan01,2015,1,BOS,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vealdo01,2015,1,ATL,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +velasvi01,2015,1,HOU,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +venabwi01,2015,1,SDN,NL,98,283,34,73,10,3,6,30,11,1,25,73,1,0,0,0,8 +venabwi01,2015,2,TEX,AL,37,66,6,12,3,0,0,3,5,0,12,21,2,2,2,0,0 +vendipa01,2015,1,OAK,AL,26,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +ventuyo01,2015,1,KCA,AL,28,6,0,0,0,0,0,0,0,0,0,5,0,0,0,0,0 +verhadr01,2015,1,DET,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +verlaju01,2015,1,DET,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +verrelo01,2015,1,TEX,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +verrelo01,2015,2,NYN,NL,14,7,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +victosh01,2015,1,BOS,AL,33,94,10,23,2,0,1,4,5,0,9,14,0,2,1,0,3 +victosh01,2015,2,LAA,AL,38,84,9,18,2,2,0,3,2,0,7,18,1,3,2,2,1 +villaca01,2015,1,SLN,NL,35,8,0,0,0,0,0,0,0,0,0,5,0,0,3,0,0 +villajo01,2015,1,HOU,AL,53,116,18,33,7,1,2,11,7,2,10,29,0,0,1,1,3 +villape01,2015,1,CIN,NL,29,6,0,1,1,0,0,2,0,0,0,3,0,0,0,0,0 +vinceni01,2015,1,SDN,NL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vizcaar01,2015,1,ATL,NL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vogelry01,2015,1,SFN,NL,33,36,3,5,1,0,1,2,0,0,1,13,0,0,8,0,0 +vogtst01,2015,1,OAK,AL,136,445,58,116,21,3,18,71,0,2,56,97,6,2,0,8,9 +volqued01,2015,1,KCA,AL,34,6,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +volstch01,2015,1,PIT,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vottojo01,2015,1,CIN,NL,158,545,95,171,33,2,29,80,11,3,143,135,15,5,0,2,11 +wachami01,2015,1,SLN,NL,30,52,5,8,1,0,0,4,1,0,4,20,0,0,6,0,0 +wadats01,2015,1,CHN,NL,8,8,1,0,0,0,0,0,0,0,1,5,0,0,0,0,0 +wagnety01,2015,1,MIL,NL,3,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +wainwad01,2015,1,SLN,NL,7,10,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +waldejo01,2015,1,SLN,NL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +waldrky02,2015,1,CIN,NL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +walkech02,2015,1,BAL,AL,7,9,0,1,0,0,0,0,0,0,3,4,0,0,0,0,0 +walkene01,2015,1,PIT,NL,151,543,69,146,32,3,16,71,4,1,44,110,5,8,0,8,9 +walketa01,2015,1,SEA,AL,29,9,0,1,1,0,0,1,0,0,0,5,0,0,1,0,0 +wallabr01,2015,1,SDN,NL,64,96,14,29,6,0,5,16,0,0,10,31,1,1,0,0,1 +walteza01,2015,1,CLE,AL,12,30,0,4,0,0,0,3,0,0,0,15,0,0,0,0,0 +warread01,2015,1,NYA,AL,43,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +watsoto01,2015,1,PIT,NL,77,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +weaveje02,2015,1,LAA,AL,26,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +webbda01,2015,1,CHA,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +webbry01,2015,1,CLE,AL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +weberry01,2015,1,ATL,NL,5,10,0,0,0,0,0,0,0,0,0,8,0,0,0,0,0 +webstal01,2015,1,ARI,NL,9,11,1,0,0,0,0,0,0,0,0,6,0,0,0,0,0 +weeksje01,2015,1,BOS,AL,3,9,1,3,0,0,0,1,0,0,0,2,0,0,0,0,0 +weeksri01,2015,1,SEA,AL,37,84,7,14,1,0,2,9,0,0,9,25,0,2,0,0,3 +werthja01,2015,1,WAS,NL,88,331,51,73,16,1,12,42,0,1,38,84,0,3,0,6,8 +westma03,2015,1,LAN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +whitlch01,2015,1,NYA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wielajo01,2015,1,LAN,NL,2,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +wietema01,2015,1,BAL,AL,75,258,24,69,14,1,8,25,0,0,21,67,0,0,0,3,4 +wilheto01,2015,1,SEA,AL,53,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wilkad01,2015,1,LAA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +willija01,2015,1,SFN,NL,7,10,1,2,1,0,0,1,1,0,4,1,0,0,0,0,0 +willije02,2015,1,PHI,NL,33,31,0,2,1,0,0,1,0,0,1,14,0,0,4,0,0 +willima07,2015,1,NYA,AL,8,21,3,6,3,0,1,3,0,0,1,3,0,0,0,0,0 +willima08,2015,1,SFN,NL,10,32,2,7,0,1,0,1,0,0,0,8,0,1,0,1,1 +wilsoal01,2015,1,DET,AL,59,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wilsobo02,2015,1,TBA,AL,25,55,3,8,0,0,0,4,0,0,4,20,0,0,0,0,1 +wilsobo02,2015,2,TEX,AL,31,77,5,17,5,0,1,10,0,1,7,19,0,1,2,1,0 +wilsocj01,2015,1,LAA,AL,21,6,0,2,0,0,0,0,0,0,0,1,0,0,0,0,0 +wilsojo03,2015,1,DET,AL,21,38,4,12,3,0,0,5,0,0,0,15,0,2,1,0,1 +wilsoju10,2015,1,NYA,AL,74,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wilsoty01,2015,1,BAL,AL,9,2,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +winklda01,2015,1,ATL,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wislema01,2015,1,ATL,NL,21,29,0,4,0,0,0,1,0,0,2,6,0,0,5,0,0 +wojcias01,2015,1,HOU,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wolfra02,2015,1,DET,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wongko01,2015,1,SLN,NL,150,557,71,146,28,4,11,61,15,8,36,95,2,15,0,5,10 +woodal02,2015,1,ATL,NL,20,33,1,5,1,0,0,4,0,0,3,21,0,0,5,0,1 +woodal02,2015,2,LAN,NL,12,22,1,4,1,0,0,0,0,0,1,13,0,0,3,0,1 +woodtr01,2015,1,CHN,NL,60,30,0,3,0,0,0,2,0,0,2,16,0,0,0,0,0 +wootero01,2015,1,MIL,NL,4,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +worleva01,2015,1,PIT,NL,24,17,1,3,1,0,0,0,0,0,0,6,0,0,1,0,0 +wrighda03,2015,1,NYN,NL,38,152,24,44,7,0,5,17,2,1,22,36,0,0,0,0,4 +wrighmi01,2015,1,BAL,AL,12,2,0,1,0,0,0,0,0,0,0,1,0,0,1,0,0 +wrighst01,2015,1,BOS,AL,16,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +wrighwe01,2015,1,BAL,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wrighwe01,2015,2,LAA,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +yateski01,2015,1,TBA,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +yelicch01,2015,1,MIA,NL,126,476,63,143,30,2,7,44,16,5,47,101,2,2,0,0,13 +ynoara01,2015,1,COL,NL,72,127,14,33,8,1,0,9,1,0,3,28,0,0,1,0,2 +youngch03,2015,1,KCA,AL,34,4,0,2,0,0,0,3,0,0,0,1,0,0,0,0,0 +youngch04,2015,1,NYA,AL,140,318,53,80,20,1,14,42,3,1,30,73,2,3,3,2,6 +youngde03,2015,1,BAL,AL,52,174,20,47,6,0,2,16,0,0,4,29,0,1,0,1,8 +younger03,2015,1,ATL,NL,35,77,7,13,4,2,0,5,3,0,6,17,1,0,2,0,1 +younger03,2015,2,NYN,NL,18,8,9,0,0,0,0,0,3,2,0,1,0,1,0,0,0 +zieglbr01,2015,1,ARI,NL,66,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +zimmejo02,2015,1,WAS,NL,33,63,4,10,1,0,0,3,0,0,0,18,0,0,6,0,0 +zimmery01,2015,1,WAS,NL,95,346,43,86,25,1,16,73,1,0,33,79,0,1,0,10,13 +zitoba01,2015,1,OAK,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +zobribe01,2015,1,OAK,AL,67,235,39,63,20,2,6,33,1,1,33,26,2,0,0,3,5 +zobribe01,2015,2,KCA,AL,59,232,37,66,16,1,7,23,2,3,29,30,1,1,0,2,3 +zuninmi01,2015,1,SEA,AL,112,350,28,61,11,0,11,28,0,1,21,132,0,5,8,2,6 +zychto01,2015,1,SEA,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +abadfe01,2016,1,MIN,AL,39,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +abadfe01,2016,2,BOS,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +abreujo02,2016,1,CHA,AL,159,624,67,183,32,1,25,100,0,2,47,125,7,15,0,9,21 +achteaj01,2016,1,LAA,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ackledu01,2016,1,NYA,AL,28,61,6,9,0,0,0,4,0,0,8,9,0,0,0,1,0 +adamecr01,2016,1,COL,NL,121,225,25,49,7,3,2,17,2,3,24,47,0,4,3,0,5 +adamsau01,2016,1,CLE,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +adamsma01,2016,1,SLN,NL,118,297,37,74,18,0,16,54,0,1,25,81,1,2,0,3,5 +adlemti01,2016,1,CIN,NL,13,21,2,4,2,0,0,3,0,0,0,11,0,0,2,0,0 +adriaeh01,2016,1,SFN,NL,40,63,3,16,2,0,2,7,0,1,2,13,0,2,4,0,0 +aguilje01,2016,1,CLE,AL,9,6,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +ahmedni01,2016,1,ARI,NL,90,284,26,62,9,1,4,20,5,2,15,58,3,4,2,3,9 +alberan01,2016,1,MIN,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +alberha01,2016,1,TEX,AL,35,56,2,8,1,0,0,5,1,0,0,17,0,0,2,0,1 +alberma01,2016,1,CHA,AL,58,1,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0 +albural01,2016,1,LAA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +alcanar01,2016,1,OAK,AL,16,19,2,4,1,0,0,2,3,3,0,8,0,0,0,0,1 +alcanra01,2016,1,OAK,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +alexasc01,2016,1,KCA,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +alfarjo01,2016,1,PHI,NL,6,16,0,2,0,0,0,0,0,0,1,8,1,0,0,0,0 +allenco01,2016,1,CLE,AL,67,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +almonab01,2016,1,CLE,AL,67,182,24,48,20,1,1,22,8,0,8,42,1,1,0,3,5 +almoral01,2016,1,CHN,NL,47,112,14,31,9,1,3,14,0,0,5,20,0,0,0,0,5 +alonsyo01,2016,1,OAK,AL,156,482,52,122,34,0,7,56,3,1,45,74,1,1,0,4,15 +altavda01,2016,1,SEA,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +altheaa01,2016,1,PHI,NL,57,198,23,39,6,0,4,22,7,2,23,69,2,6,0,0,4 +altuvjo01,2016,1,HOU,AL,161,640,108,216,42,5,24,96,30,10,60,70,11,7,3,7,15 +alvarda01,2016,1,ATL,NL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +alvarda01,2016,2,TEX,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +alvarda02,2016,1,BAL,AL,2,3,0,1,1,0,0,0,0,0,1,0,0,0,0,0,0 +alvarjo02,2016,1,LAA,AL,64,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +alvarpe01,2016,1,BAL,AL,109,337,43,84,20,0,22,49,1,0,37,97,1,0,0,2,6 +amarial01,2016,1,SDN,NL,65,140,9,36,2,0,0,11,9,2,8,26,2,0,1,1,5 +anderbr04,2016,1,LAN,NL,4,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +anderch01,2016,1,MIL,NL,31,45,3,4,0,0,0,1,0,0,1,27,0,1,5,0,0 +anderco01,2016,1,CLE,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +anderti01,2016,1,CHA,AL,99,410,57,116,22,6,9,30,10,2,13,117,0,1,6,1,15 +anderty01,2016,1,COL,NL,20,35,1,4,0,0,1,3,0,0,4,11,0,0,3,0,0 +andinro01,2016,1,MIA,NL,13,24,2,7,0,0,0,1,0,0,0,4,0,0,0,0,0 +andrima01,2016,1,TBA,AL,29,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +andruel01,2016,1,TEX,AL,147,506,75,153,31,7,8,69,24,8,47,70,2,4,4,7,18 +antoldu01,2016,1,TOR,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +aokino01,2016,1,SEA,AL,118,417,63,118,24,4,4,28,7,9,34,45,0,9,5,1,9 +aquinja01,2016,1,BAL,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +araujel01,2016,1,PHI,NL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +archech01,2016,1,TBA,AL,33,7,1,0,0,0,0,0,0,0,1,3,0,0,0,0,0 +arciaor01,2016,1,MIL,NL,55,201,21,44,10,3,4,17,8,0,15,47,0,0,0,0,6 +arciaos01,2016,1,MIN,AL,32,103,8,22,4,0,4,12,0,0,10,46,0,1,0,0,1 +arciaos01,2016,2,TBA,AL,21,54,7,14,2,1,2,7,1,1,6,19,0,0,0,1,0 +arciaos01,2016,3,MIA,NL,2,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +arciaos01,2016,4,SDN,NL,14,43,2,5,1,0,2,4,0,0,2,14,0,0,0,0,0 +arenano01,2016,1,COL,NL,160,618,116,182,35,6,41,133,2,3,68,103,10,2,0,8,17 +armstsh01,2016,1,CLE,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +arojo01,2016,1,SEA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +arrieja01,2016,1,CHN,NL,31,65,7,17,2,1,2,7,0,0,4,28,0,0,1,0,1 +ascheco01,2016,1,PHI,NL,71,197,22,42,15,0,4,18,3,1,18,54,0,2,0,1,1 +asheral01,2016,1,PHI,NL,5,11,0,1,0,0,0,2,0,0,0,6,0,0,0,0,0 +asuajca01,2016,1,SDN,NL,7,24,2,5,2,0,0,2,0,0,1,4,0,0,0,0,0 +austity01,2016,1,NYA,AL,31,83,7,20,3,0,5,12,1,0,7,36,0,0,0,0,1 +avilaal01,2016,1,CHA,AL,57,169,19,36,6,0,7,11,0,0,38,78,0,1,0,1,3 +avilalu01,2016,1,LAN,NL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +avilemi01,2016,1,DET,AL,68,167,17,35,5,1,1,6,2,2,9,27,0,2,3,0,5 +axforjo01,2016,1,OAK,AL,68,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +aybarer01,2016,1,ATL,NL,97,335,27,81,14,2,2,26,3,5,20,59,5,6,3,4,14 +aybarer01,2016,2,DET,AL,29,80,7,20,5,0,1,8,0,0,11,11,1,0,0,0,1 +baezja01,2016,1,CHN,NL,142,421,50,115,19,1,14,59,12,3,15,108,3,11,1,2,8 +baezpe01,2016,1,LAN,NL,73,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bailean01,2016,1,PHI,NL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bailean01,2016,2,LAA,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +baileho02,2016,1,CIN,NL,6,10,0,1,0,0,0,0,0,0,1,1,0,0,0,0,1 +bandyje01,2016,1,LAA,AL,70,209,23,49,9,0,8,25,1,0,11,38,0,4,3,4,5 +barbajo01,2016,1,NYA,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barneau01,2016,1,LAN,NL,21,32,3,5,1,0,0,2,0,0,5,9,0,0,0,0,0 +barnebr02,2016,1,COL,NL,48,100,10,22,6,2,0,8,1,2,3,30,0,1,5,0,0 +barneda01,2016,1,TOR,AL,104,279,35,75,13,2,4,19,2,2,22,48,1,1,2,2,8 +barneda02,2016,1,TOR,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barneja01,2016,1,MIL,NL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barnema01,2016,1,BOS,AL,62,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barneto01,2016,1,TEX,AL,53,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barnhtu01,2016,1,CIN,NL,115,377,34,97,23,1,7,51,1,0,36,72,8,2,2,3,12 +barraky01,2016,1,MIA,NL,75,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +barreja01,2016,1,ARI,NL,68,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bassich01,2016,1,OAK,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bastaan01,2016,1,NYN,NL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bastaan01,2016,2,PIT,NL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bauertr01,2016,1,CLE,AL,35,5,0,0,0,0,0,0,0,0,0,5,0,0,1,0,0 +baumabu01,2016,1,SDN,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bautijo02,2016,1,TOR,AL,116,423,68,99,24,1,22,69,2,2,87,103,1,3,0,4,21 +beckch02,2016,1,CHA,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +beckhgo01,2016,1,ATL,NL,85,240,25,52,16,1,5,30,1,0,26,50,1,4,0,3,12 +beckhgo01,2016,2,SFN,NL,3,5,0,0,0,0,0,1,0,0,0,2,0,0,0,1,0 +beckhti01,2016,1,TBA,AL,64,198,25,49,12,5,5,16,2,1,14,67,0,1,2,0,3 +bedroca01,2016,1,LAA,AL,45,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +belisma01,2016,1,WAS,NL,40,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +belljo02,2016,1,PIT,NL,45,128,18,35,8,0,3,19,0,1,21,19,0,0,0,3,4 +beltbr01,2016,1,SFN,NL,156,542,77,149,41,8,17,82,0,4,104,148,4,5,0,4,7 +beltrad01,2016,1,TEX,AL,153,583,89,175,31,1,32,104,1,1,48,66,6,6,0,3,10 +beltrca01,2016,1,NYA,AL,99,359,50,109,21,0,22,64,0,0,22,70,3,2,0,4,13 +beltrca01,2016,2,TEX,AL,52,193,23,54,12,0,7,29,1,0,13,31,1,0,0,0,6 +beninan01,2016,1,BOS,AL,34,105,16,31,11,1,2,14,1,0,10,25,0,1,1,1,0 +benoijo01,2016,1,SEA,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +benoijo01,2016,2,TOR,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +beresja01,2016,1,MIN,AL,10,22,0,5,1,0,0,0,0,0,1,6,0,0,1,0,0 +bergmch01,2016,1,COL,NL,15,3,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +berrijo01,2016,1,MIN,AL,14,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +betande01,2016,1,NYA,AL,73,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bethach01,2016,1,SDN,NL,73,193,20,44,9,0,6,25,1,2,10,56,0,0,0,1,9 +bettich01,2016,1,COL,NL,32,49,2,2,0,0,0,2,0,0,4,21,0,0,5,0,1 +bettsmo01,2016,1,BOS,AL,158,672,122,214,42,5,31,113,26,4,49,80,1,2,0,7,12 +biagijo01,2016,1,TOR,AL,60,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +blachty01,2016,1,SFN,NL,4,4,1,2,0,0,0,0,0,0,0,0,0,0,0,0,0 +blackch02,2016,1,COL,NL,143,578,111,187,35,5,29,82,17,9,43,102,4,13,3,4,2 +blairaa01,2016,1,ATL,NL,15,21,0,1,0,0,0,0,0,0,0,9,0,0,2,0,0 +blancan01,2016,1,PHI,NL,90,190,26,48,15,1,4,21,2,3,11,41,0,7,0,1,7 +blancgr01,2016,1,SFN,NL,106,241,28,54,10,4,1,18,6,3,29,51,4,1,1,1,5 +blantjo01,2016,1,LAN,NL,75,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +blashja01,2016,1,SDN,NL,38,71,7,12,2,0,3,5,1,0,11,34,0,2,0,0,3 +blazemi01,2016,1,MIL,NL,42,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bleieri01,2016,1,NYA,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +blevije01,2016,1,NYN,NL,73,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bogaexa01,2016,1,BOS,AL,157,652,115,192,34,1,21,89,13,4,58,123,0,6,0,3,14 +bolsimi01,2016,1,LAN,NL,6,9,0,0,0,0,0,0,0,0,0,7,0,0,0,0,0 +bonifem01,2016,1,ATL,NL,24,38,6,8,0,0,0,3,1,0,3,12,0,0,2,0,0 +borboju01,2016,1,BAL,AL,6,13,1,4,0,0,0,0,0,1,0,3,0,0,2,0,0 +boscawi01,2016,1,PIT,NL,6,3,0,1,0,0,0,1,0,0,0,1,0,0,0,0,0 +boshebu01,2016,1,MIN,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bourjpe01,2016,1,PHI,NL,123,355,40,89,20,7,5,23,6,4,17,91,2,4,6,1,6 +bourju01,2016,1,MIA,NL,90,280,35,74,12,1,15,51,0,0,38,56,9,0,0,3,8 +bournmi01,2016,1,ARI,NL,89,329,43,86,12,6,3,30,13,5,22,83,0,0,6,1,3 +bournmi01,2016,2,BAL,AL,24,46,5,13,1,0,2,8,2,0,6,9,0,0,2,1,0 +bowmama01,2016,1,SLN,NL,59,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +boxbebr01,2016,1,TBA,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +boydma01,2016,1,DET,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +boyerbl01,2016,1,MIL,NL,61,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brachbr01,2016,1,BAL,AL,71,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brachsi01,2016,1,ARI,NL,26,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +bradlar01,2016,1,ARI,NL,26,43,2,3,0,0,0,4,0,0,0,28,0,0,4,1,0 +bradlja02,2016,1,BOS,AL,156,558,94,149,30,7,26,87,9,2,63,143,5,10,0,5,10 +bradlje01,2016,1,ATL,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brantmi02,2016,1,CLE,AL,11,39,5,9,2,0,0,7,1,0,3,6,1,0,0,1,1 +braulst01,2016,1,PIT,NL,8,8,1,2,0,0,0,0,0,0,0,0,0,0,1,0,0 +braunry02,2016,1,MIL,NL,135,511,80,156,23,3,30,91,16,5,46,98,10,4,0,3,20 +bregmal01,2016,1,HOU,AL,49,201,31,53,13,3,8,34,2,0,15,52,0,0,0,1,1 +brentbr01,2016,1,BOS,AL,25,61,8,17,3,0,1,7,0,0,3,17,0,0,0,0,1 +breslcr01,2016,1,MIA,NL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +briceau01,2016,1,MIA,NL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bridwpa01,2016,1,BAL,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brignre01,2016,1,ATL,NL,13,29,3,6,2,0,0,1,0,0,0,8,0,0,0,0,0 +britoso01,2016,1,ARI,NL,40,95,10,17,3,1,4,12,2,0,2,23,0,0,0,0,3 +brittza01,2016,1,BAL,AL,69,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +broadmi01,2016,1,SFN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +browntr01,2016,1,SFN,NL,75,173,17,41,7,0,5,19,0,1,10,39,0,1,0,0,2 +broxtjo01,2016,1,SLN,NL,66,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +broxtke01,2016,1,MIL,NL,75,207,28,50,10,1,9,19,23,4,36,88,0,0,1,0,2 +bruceja01,2016,1,CIN,NL,97,370,60,98,22,6,25,80,4,2,27,83,3,2,0,3,11 +bruceja01,2016,2,NYN,NL,50,169,14,37,5,0,8,19,0,0,17,43,4,1,0,0,3 +bryankr01,2016,1,CHN,NL,155,603,121,176,35,3,39,102,8,5,75,154,5,18,0,3,3 +buchaja01,2016,1,CHN,NL,2,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +buchhcl01,2016,1,BOS,AL,37,2,0,0,0,0,0,0,0,0,1,2,0,0,0,0,0 +buchtry01,2016,1,SDN,NL,67,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bumgama01,2016,1,SFN,NL,36,86,8,16,6,0,3,9,0,0,10,43,0,0,0,1,1 +bundydy01,2016,1,BAL,AL,36,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +burgoen02,2016,1,ARI,NL,43,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +burnese01,2016,1,WAS,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +burnsan01,2016,1,TOR,AL,10,6,2,0,0,0,0,0,0,0,0,2,0,1,0,0,0 +burnsbi02,2016,1,OAK,AL,73,274,32,64,11,4,0,12,14,3,10,30,2,4,3,1,3 +burnsbi02,2016,2,KCA,AL,24,37,7,9,0,0,0,1,3,2,0,7,0,2,0,1,0 +burriem01,2016,1,PHI,NL,39,45,3,5,1,1,0,0,1,0,2,10,0,2,1,0,1 +buschma01,2016,1,ARI,NL,3,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bushma01,2016,1,TEX,AL,58,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bussni01,2016,1,LAA,AL,36,81,7,16,7,1,1,8,2,1,6,24,0,0,1,2,4 +buterdr01,2016,1,KCA,AL,56,123,18,35,10,1,4,16,0,0,8,36,0,0,2,0,2 +butlebi03,2016,1,OAK,AL,85,221,24,61,16,0,4,31,0,0,19,34,1,0,0,2,13 +butlebi03,2016,2,NYA,AL,12,29,3,10,2,0,1,4,0,0,2,8,0,0,0,1,0 +butleed01,2016,1,COL,NL,17,15,0,1,0,0,0,0,0,0,0,2,0,0,4,0,0 +buxtoby01,2016,1,MIN,AL,92,298,44,67,19,6,10,38,10,2,23,118,0,3,4,3,2 +byrdma01,2016,1,CLE,AL,34,115,11,31,6,0,5,19,0,0,11,38,1,0,0,3,1 +cabreas01,2016,1,NYN,NL,141,521,65,146,30,1,23,62,5,1,38,103,3,7,0,2,14 +cabrema01,2016,1,ATL,NL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cabreme01,2016,1,CHA,AL,151,591,70,175,42,5,14,86,2,0,47,69,2,0,3,5,17 +cabremi01,2016,1,DET,AL,158,595,92,188,31,1,38,108,0,0,75,116,15,4,0,5,26 +cabrera01,2016,1,CIN,NL,61,171,11,42,10,0,3,23,1,1,8,30,1,1,2,3,5 +cahiltr01,2016,1,CHN,NL,51,8,1,1,0,0,0,1,0,0,1,4,0,0,2,0,0 +cainlo01,2016,1,KCA,AL,103,397,56,114,19,1,9,56,14,5,31,84,3,2,0,4,15 +cainma01,2016,1,SFN,NL,21,27,1,2,1,0,1,5,0,0,0,17,0,0,1,0,0 +calhoko01,2016,1,LAA,AL,157,594,91,161,35,5,18,75,2,3,67,118,0,6,0,5,10 +caminar01,2016,1,PIT,NL,39,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +caminar01,2016,2,SEA,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +campber01,2016,1,NYN,NL,40,75,9,13,1,0,1,9,1,0,10,24,1,2,0,1,2 +campojo01,2016,1,ARI,NL,1,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +campole01,2016,1,SDN,NL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +candeje01,2016,1,CHN,NL,5,11,0,1,0,0,0,0,0,0,2,5,1,1,0,0,0 +canhama01,2016,1,OAK,AL,16,41,4,5,0,0,3,6,0,1,0,20,0,1,1,1,1 +canoro01,2016,1,SEA,AL,161,655,107,195,33,2,39,103,0,1,47,100,8,8,0,5,18 +capuach01,2016,1,MIL,NL,16,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +carasma01,2016,1,COL,NL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cardust01,2016,1,COL,NL,27,56,5,12,3,1,2,6,0,0,3,12,0,0,0,0,2 +carmofa01,2016,1,ATL,NL,2,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +carpema01,2016,1,SLN,NL,129,473,81,128,36,6,21,68,0,4,81,108,6,5,3,4,4 +carraca01,2016,1,CLE,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +carreez01,2016,1,TOR,AL,110,270,47,67,9,1,6,23,7,4,27,70,0,4,7,2,8 +carrosc02,2016,1,CHA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cartech02,2016,1,MIL,NL,160,549,84,122,27,1,41,94,3,1,76,206,1,9,0,10,18 +casalcu01,2016,1,TBA,AL,84,226,23,42,10,0,8,25,0,0,25,82,1,2,3,0,2 +cashnan01,2016,1,SDN,NL,16,18,2,3,0,0,0,1,0,0,2,6,0,0,2,0,0 +cashnan01,2016,2,MIA,NL,12,16,1,3,0,0,0,0,0,0,1,7,0,0,1,0,0 +casteni01,2016,1,DET,AL,110,411,54,117,25,4,18,58,1,1,28,111,1,3,0,5,4 +castiru01,2016,1,BOS,AL,9,8,4,2,1,0,0,0,0,0,0,3,0,0,0,0,0 +castiwe01,2016,1,ARI,NL,113,416,41,110,24,0,14,68,2,0,33,121,3,4,0,4,5 +castrda01,2016,1,ATL,NL,47,130,8,26,1,0,0,7,1,1,7,24,1,0,2,0,4 +castrja01,2016,1,HOU,AL,113,329,41,69,16,3,11,32,2,1,45,123,0,1,1,0,9 +castrmi01,2016,1,COL,NL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +castrst01,2016,1,NYA,AL,151,577,63,156,29,1,21,70,4,0,24,118,1,3,1,5,15 +cecchga02,2016,1,NYN,NL,4,6,2,2,2,0,0,2,0,0,0,2,0,1,0,0,0 +cecilbr01,2016,1,TOR,AL,54,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cecilda01,2016,1,TOR,AL,13,27,2,3,2,0,0,1,0,0,1,14,0,1,0,0,0 +cedenxa01,2016,1,TBA,AL,54,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +centeju01,2016,1,MIN,AL,55,176,16,46,12,1,3,25,0,0,12,38,0,1,3,0,8 +cervefr01,2016,1,PIT,NL,101,326,42,86,14,1,1,33,6,2,56,72,1,6,0,5,14 +cervehu01,2016,1,ATL,NL,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cervehu01,2016,2,MIA,NL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cespeyo01,2016,1,NYN,NL,132,479,72,134,25,1,31,86,3,1,51,108,8,7,0,6,14 +cessalu01,2016,1,NYA,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chacijh01,2016,1,ATL,NL,5,8,0,2,0,0,0,1,0,0,0,1,0,0,0,0,0 +chacijh01,2016,2,LAA,AL,29,2,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +chafian01,2016,1,ARI,NL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chambjo03,2016,1,CLE,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chapmar01,2016,1,NYA,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chapmar01,2016,2,CHN,NL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chapmke02,2016,1,HOU,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chargjt01,2016,1,MIN,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chatwty01,2016,1,COL,NL,27,53,3,10,0,1,0,4,0,0,2,14,0,0,3,0,1 +chaveje01,2016,1,TOR,AL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chaveje01,2016,2,LAN,NL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chenwe02,2016,1,MIA,NL,22,44,0,0,0,0,0,0,0,0,0,18,0,0,5,0,2 +chiriro01,2016,1,TEX,AL,57,147,21,33,11,0,9,20,0,1,15,44,0,5,1,2,4 +chiselo01,2016,1,CLE,AL,126,385,43,110,25,5,8,57,6,0,23,70,2,3,3,4,4 +choiji01,2016,1,LAA,AL,54,112,9,19,4,0,5,12,2,4,16,27,1,0,0,1,2 +choosh01,2016,1,TEX,AL,48,178,27,43,7,0,7,17,6,3,25,46,1,7,0,0,1 +cingrto01,2016,1,CIN,NL,65,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +cishest01,2016,1,SEA,AL,62,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +claudal01,2016,1,TEX,AL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clemepa02,2016,1,MIA,NL,2,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +clemepa02,2016,2,SDN,NL,16,19,1,0,0,0,0,0,0,0,1,9,0,0,1,0,1 +clevest01,2016,1,SEA,AL,22,68,7,15,3,0,1,7,0,0,8,14,0,0,0,0,3 +clevimi01,2016,1,CLE,AL,17,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clippty01,2016,1,ARI,NL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clippty01,2016,2,NYA,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +coatsja01,2016,1,CHA,AL,28,50,8,10,4,0,1,4,1,0,5,12,0,2,1,0,1 +cobbal01,2016,1,TBA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +coghlch01,2016,1,OAK,AL,51,158,14,23,5,0,5,14,1,1,13,47,1,1,0,0,2 +coghlch01,2016,2,CHN,NL,48,103,21,26,7,2,1,16,1,0,22,26,2,2,0,1,2 +cokeph01,2016,1,NYA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cokeph01,2016,2,PIT,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +colabch01,2016,1,TOR,AL,10,29,0,2,0,0,0,1,0,0,2,9,0,1,0,0,2 +coleaj01,2016,1,WAS,NL,8,7,0,0,0,0,0,0,0,0,0,4,0,0,1,0,1 +colege01,2016,1,PIT,NL,21,40,3,8,1,0,1,3,0,0,0,19,0,1,2,0,0 +colemlo01,2016,1,LAN,NL,61,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +collity01,2016,1,DET,AL,56,136,14,32,2,3,4,15,1,1,13,38,0,1,0,1,1 +collmjo01,2016,1,ARI,NL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +collmjo01,2016,2,ATL,NL,3,6,0,0,0,0,0,0,0,0,0,6,0,0,1,0,0 +colomal01,2016,1,TBA,AL,57,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +colonba01,2016,1,NYN,NL,34,60,4,5,2,0,1,2,0,0,1,40,0,0,4,0,3 +colonch01,2016,1,KCA,AL,54,147,13,34,6,0,1,13,0,1,11,31,0,2,1,0,4 +colonjo01,2016,1,CLE,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +concege01,2016,1,CHN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +confomi01,2016,1,NYN,NL,109,304,38,67,21,1,12,42,2,1,36,89,2,5,0,3,6 +congeha01,2016,1,TBA,AL,49,124,6,24,5,0,3,10,0,0,12,40,0,0,1,0,4 +conlead01,2016,1,MIA,NL,25,41,4,5,0,0,0,3,0,0,1,22,0,0,4,1,1 +contrwi01,2016,1,CHN,NL,76,252,33,71,14,1,12,35,2,2,26,67,0,4,0,1,7 +corbipa01,2016,1,ARI,NL,38,49,7,15,3,1,0,4,0,1,1,14,0,0,3,0,0 +correca01,2016,1,HOU,AL,153,577,76,158,36,3,20,96,13,3,75,139,5,5,0,3,12 +cosarja01,2016,1,MIA,NL,4,6,0,1,0,0,0,0,0,0,0,1,0,0,1,0,0 +cosarja01,2016,2,SDN,NL,9,10,1,1,0,0,0,0,0,0,0,4,0,0,1,0,0 +cothaca01,2016,1,CIN,NL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cottojh01,2016,1,OAK,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +couloda01,2016,1,OAK,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cowarka01,2016,1,LAA,AL,31,85,8,15,4,0,1,8,0,0,0,23,0,1,0,1,1 +cowgico01,2016,1,CLE,AL,9,12,0,1,0,0,0,0,0,0,2,7,0,0,0,0,1 +cozarza01,2016,1,CIN,NL,121,464,67,117,28,2,16,50,4,1,37,84,3,2,1,4,9 +cravyty01,2016,1,MIL,NL,20,4,1,1,0,0,1,1,0,0,0,1,0,0,1,0,0 +crawfbr01,2016,1,SFN,NL,155,553,67,152,28,11,12,84,7,0,57,115,10,4,0,9,13 +crawfca02,2016,1,LAN,NL,30,81,8,15,2,1,0,6,0,1,4,11,0,1,0,1,3 +crispco01,2016,1,OAK,AL,102,393,45,92,24,4,11,47,7,5,37,65,2,0,2,2,6 +crispco01,2016,2,CLE,AL,20,53,9,11,3,0,2,8,3,0,9,13,0,0,2,0,1 +crockky01,2016,1,CLE,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +croncj01,2016,1,LAA,AL,116,407,51,113,25,2,16,69,2,3,24,75,1,7,0,5,9 +cruzne02,2016,1,SEA,AL,155,589,96,169,27,1,43,105,2,0,62,159,5,9,0,7,15 +cruzto03,2016,1,KCA,AL,4,4,0,0,0,0,0,1,0,0,0,3,0,0,0,1,0 +cuetojo01,2016,1,SFN,NL,32,70,1,8,0,0,0,5,0,0,2,24,0,0,11,1,2 +cuevawi01,2016,1,BOS,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +culbech01,2016,1,LAN,NL,34,67,6,20,3,0,1,7,1,0,1,13,0,0,0,0,2 +cunnibr02,2016,1,ATL,NL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cunnito01,2016,1,LAA,AL,20,27,5,4,3,0,0,1,0,1,1,6,0,0,1,0,1 +curtiza01,2016,1,ARI,NL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cuthbch01,2016,1,KCA,AL,128,475,49,130,28,1,12,46,2,0,32,96,0,0,1,2,14 +dahlda01,2016,1,COL,NL,63,222,42,70,12,4,7,24,5,0,15,59,0,0,0,0,3 +danisty01,2016,1,CHA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +danksjo01,2016,1,CHA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +darnach01,2016,1,ATL,NL,84,233,24,57,14,2,1,21,9,3,23,50,1,3,0,3,5 +darnatr01,2016,1,NYN,NL,75,251,27,62,7,0,4,15,0,0,19,50,1,3,2,1,7 +darviyu01,2016,1,TEX,AL,17,3,1,1,0,0,1,1,0,0,0,1,0,0,0,0,1 +davidma02,2016,1,CHA,AL,1,2,1,1,0,0,0,1,0,0,0,1,0,0,0,0,0 +davieza01,2016,1,MIL,NL,28,53,2,5,0,0,0,1,0,0,1,22,0,0,7,0,0 +davisch02,2016,1,BAL,AL,157,566,99,125,21,0,38,84,1,0,88,219,3,8,0,3,6 +davisik02,2016,1,NYA,AL,8,14,2,3,0,0,0,1,0,0,1,5,0,0,0,0,1 +daviskh01,2016,1,OAK,AL,150,555,85,137,24,2,42,102,1,2,42,166,0,8,0,5,19 +davisra01,2016,1,CLE,AL,134,454,74,113,23,2,12,48,43,6,33,106,0,5,1,2,9 +daviswa01,2016,1,KCA,AL,45,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +daytogr01,2016,1,LAN,NL,25,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +deanpa02,2016,1,MIN,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +deazaal01,2016,1,NYN,NL,130,234,31,48,9,0,6,25,4,3,26,67,1,5,1,1,5 +deckeja01,2016,1,TBA,AL,19,52,1,8,1,0,0,1,1,0,4,14,0,0,0,1,1 +degroja01,2016,1,NYN,NL,27,42,6,6,1,0,0,2,0,0,3,12,0,0,5,0,1 +dejesiv02,2016,1,CIN,NL,104,221,21,56,10,0,1,20,3,1,17,51,1,2,2,1,6 +delabst01,2016,1,CIN,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +delacjo01,2016,1,ATL,NL,22,16,0,3,0,0,0,1,0,0,0,8,0,0,2,0,1 +delarjo01,2016,1,COL,NL,27,38,4,7,0,0,0,6,0,0,2,14,0,1,1,0,0 +delarru01,2016,1,ARI,NL,13,14,0,1,0,0,0,1,0,0,0,3,0,0,3,0,1 +deleojo03,2016,1,LAN,NL,4,4,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +delgara01,2016,1,ARI,NL,79,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +delosab01,2016,1,CIN,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dendema01,2016,1,WAS,NL,19,34,3,6,1,0,1,4,1,0,4,10,0,1,0,0,0 +dermoma01,2016,1,TOR,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +descada01,2016,1,COL,NL,99,250,38,66,12,2,8,38,3,0,34,56,3,1,0,4,2 +desclan01,2016,1,CIN,NL,20,41,0,5,1,0,0,1,0,0,1,22,0,0,1,0,1 +deshide02,2016,1,TEX,AL,74,182,36,38,7,0,4,13,8,3,15,54,0,2,3,1,1 +desmoia01,2016,1,TEX,AL,156,625,107,178,29,3,22,86,21,6,44,160,2,5,0,3,11 +despaod01,2016,1,BAL,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +despaod01,2016,2,MIA,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +detwiro01,2016,1,CLE,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +detwiro01,2016,2,OAK,AL,9,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +devench02,2016,1,HOU,AL,48,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +diamosc01,2016,1,TOR,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +diazal02,2016,1,SLN,NL,111,404,71,121,28,3,17,65,4,4,41,60,6,7,2,6,10 +diazda01,2016,1,CIN,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +diazed04,2016,1,SEA,AL,49,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +diazel01,2016,1,PIT,NL,1,4,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0 +diazju03,2016,1,CIN,NL,45,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dickeal01,2016,1,SDN,NL,84,253,39,65,16,2,10,37,5,1,26,44,2,4,0,2,5 +dickeco01,2016,1,TBA,AL,148,510,57,125,36,3,24,70,0,2,33,134,6,2,0,2,12 +dickera01,2016,1,TOR,AL,31,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +diekmja01,2016,1,TEX,AL,66,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dietrde01,2016,1,MIA,NL,128,351,39,98,20,5,7,42,1,0,32,84,2,24,0,5,6 +difowi01,2016,1,WAS,NL,31,58,14,16,3,0,1,7,3,0,8,12,1,0,0,0,0 +dominjo01,2016,1,SDN,NL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dominma01,2016,1,TOR,AL,5,11,0,0,0,0,0,0,0,0,1,3,0,0,0,0,0 +donaljo02,2016,1,TOR,AL,155,577,122,164,32,5,37,99,7,1,109,119,6,9,2,3,16 +doolise01,2016,1,OAK,AL,44,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +doziebr01,2016,1,MIN,AL,155,615,104,165,35,5,42,99,18,2,61,138,6,8,2,5,12 +doziehu01,2016,1,KCA,AL,8,19,4,4,1,0,0,1,0,0,2,8,0,0,0,0,0 +drabeky01,2016,1,ARI,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +drakeol01,2016,1,BAL,AL,14,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +drewst01,2016,1,WAS,NL,70,143,24,38,11,1,8,21,0,1,16,31,0,2,0,4,3 +drurybr01,2016,1,ARI,NL,134,461,59,130,31,1,16,53,1,1,31,100,2,3,0,4,14 +dudalu01,2016,1,NYN,NL,47,153,20,35,7,0,7,23,0,0,15,36,2,2,0,2,1 +duensbr01,2016,1,BAL,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +duffety01,2016,1,MIN,AL,26,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +duffyda01,2016,1,KCA,AL,42,5,1,1,0,0,0,1,0,0,0,1,0,0,1,0,0 +duffyma01,2016,1,SFN,NL,70,257,32,65,11,2,4,21,8,4,20,40,0,4,2,3,9 +duffyma01,2016,2,TBA,AL,21,76,9,21,3,0,1,7,0,1,3,13,0,0,0,1,4 +duffyma02,2016,1,HOU,AL,3,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +dukeza01,2016,1,CHA,AL,53,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dukeza01,2016,2,SLN,NL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dullry01,2016,1,OAK,AL,70,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dunnmi01,2016,1,MIA,NL,51,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +duvalad01,2016,1,CIN,NL,150,552,85,133,31,6,33,103,6,5,41,164,1,6,0,8,7 +dysonja01,2016,1,KCA,AL,107,299,46,83,14,8,1,25,30,7,26,39,2,3,8,1,4 +dysonsa01,2016,1,TEX,AL,73,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +eatonad02,2016,1,CHA,AL,157,619,91,176,29,9,14,59,14,5,63,115,2,14,7,3,6 +edginjo01,2016,1,NYN,NL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +edwarca01,2016,1,CHN,NL,37,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +eflinza01,2016,1,PHI,NL,11,23,2,6,2,0,0,0,0,0,0,8,0,0,0,0,2 +egeco01,2016,1,MIA,NL,5,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +egeco01,2016,2,LAA,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +eibnebr01,2016,1,KCA,AL,26,78,11,18,6,0,3,10,0,0,6,23,1,0,1,0,1 +eibnebr01,2016,2,OAK,AL,44,109,10,18,4,1,3,12,0,2,13,27,0,0,0,1,2 +eickhje01,2016,1,PHI,NL,33,61,4,8,3,0,0,5,0,0,1,12,0,0,0,0,3 +eliasro01,2016,1,BOS,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ellinbr02,2016,1,MIA,NL,32,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +ellisaj01,2016,1,LAN,NL,53,139,8,27,5,0,1,13,1,1,16,24,2,2,3,1,5 +ellisaj01,2016,2,PHI,NL,11,32,3,10,3,0,1,9,1,0,3,7,0,0,0,0,0 +ellsbja01,2016,1,NYA,AL,148,551,71,145,24,5,9,56,20,8,54,84,1,2,4,3,11 +elmorja01,2016,1,MIL,NL,59,78,7,17,2,0,0,4,2,3,17,17,1,2,2,0,1 +encared01,2016,1,TOR,AL,160,601,99,158,34,0,42,127,2,0,87,138,3,5,0,8,22 +eovalna01,2016,1,NYA,AL,24,5,0,0,0,0,0,0,0,0,1,4,0,0,1,0,0 +erlinro01,2016,1,SDN,NL,3,6,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +eschja01,2016,1,MIA,NL,3,5,1,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +escobal02,2016,1,KCA,AL,162,637,57,166,24,6,7,55,17,4,27,96,2,3,10,5,16 +escobed01,2016,1,MIN,AL,105,352,32,83,14,2,6,37,1,3,21,72,1,1,2,1,7 +escobed02,2016,1,ARI,NL,25,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +escobyu01,2016,1,LAA,AL,132,517,68,157,28,1,5,39,0,3,40,67,0,3,3,4,21 +espinda01,2016,1,WAS,NL,157,516,66,108,15,0,24,72,9,2,54,174,12,20,7,4,4 +estevca01,2016,1,COL,NL,63,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +estrama01,2016,1,TOR,AL,29,5,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +ethiean01,2016,1,LAN,NL,16,24,2,5,1,0,1,2,0,0,2,6,1,0,0,0,1 +evelada01,2016,1,TBA,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +familje01,2016,1,NYN,NL,78,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +farmebu01,2016,1,DET,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +farquda01,2016,1,TBA,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +faulkan01,2016,1,TEX,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +feathta01,2016,1,PHI,NL,19,26,2,3,1,0,0,1,2,0,2,11,0,0,0,0,0 +federti01,2016,1,CHN,NL,17,31,3,6,2,0,0,3,0,0,1,12,0,0,0,1,1 +feldmsc01,2016,1,HOU,AL,26,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +feldmsc01,2016,2,TOR,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +felizmi01,2016,1,HOU,AL,47,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +felizne01,2016,1,PIT,NL,62,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fernajo02,2016,1,MIA,NL,30,52,3,13,2,0,0,6,0,0,1,13,0,0,8,0,1 +fieldjo03,2016,1,HOU,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fieldjo03,2016,2,LAN,NL,22,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +fieldpr01,2016,1,TEX,AL,89,326,29,69,16,0,8,44,0,0,32,63,1,7,0,5,12 +fienca01,2016,1,MIN,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fienca01,2016,2,LAN,NL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fiersmi01,2016,1,HOU,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +figueco01,2016,1,PIT,NL,23,26,0,4,0,0,0,3,1,0,1,2,0,0,0,0,0 +finnebr01,2016,1,CIN,NL,33,53,4,6,2,0,0,2,0,0,3,18,0,0,5,0,2 +fistedo01,2016,1,HOU,AL,32,5,0,1,0,0,0,2,0,0,0,1,0,0,2,0,0 +flahery01,2016,1,BAL,AL,74,157,16,34,7,0,3,15,2,0,17,48,1,0,1,1,1 +flandyo01,2016,1,COL,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +floreke01,2016,1,MIA,NL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +florera02,2016,1,MIL,NL,104,249,18,51,8,0,2,19,3,0,31,58,3,2,3,4,11 +florewi01,2016,1,NYN,NL,103,307,38,82,14,0,16,49,1,1,23,48,0,2,0,3,9 +floripe01,2016,1,PIT,NL,18,24,4,5,1,1,0,4,0,1,1,12,0,0,0,0,0 +florody01,2016,1,TBA,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +flowety01,2016,1,ATL,NL,83,281,27,76,18,0,8,41,0,0,29,91,1,11,0,4,3 +floydga01,2016,1,TOR,AL,28,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +flynnbr01,2016,1,KCA,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +foltymi01,2016,1,ATL,NL,22,36,3,5,1,0,0,1,0,0,1,19,0,0,5,0,0 +forsylo01,2016,1,TBA,AL,127,511,76,135,24,4,20,52,6,6,46,127,0,8,0,2,8 +fowlede01,2016,1,CHN,NL,125,456,84,126,25,7,13,48,13,4,79,124,0,11,1,4,3 +francje02,2016,1,ATL,NL,99,257,29,64,13,0,7,33,2,0,16,75,2,0,0,3,4 +francje02,2016,2,MIA,NL,26,50,4,14,2,1,0,1,0,2,4,15,0,0,1,0,1 +francma02,2016,1,PHI,NL,152,581,67,148,23,1,25,88,1,1,40,106,7,5,0,4,13 +frankni01,2016,1,TBA,AL,60,174,18,47,10,1,6,26,6,1,12,42,1,3,2,0,1 +fraziad01,2016,1,PIT,NL,66,146,21,44,8,1,2,11,4,1,12,26,0,1,0,1,0 +frazito01,2016,1,CHA,AL,158,590,89,133,21,0,40,98,15,5,64,163,1,4,1,7,11 +freemfr01,2016,1,ATL,NL,158,589,102,178,43,6,34,91,6,1,89,171,18,10,0,5,12 +freemmi01,2016,1,ARI,NL,8,9,0,0,0,0,0,0,0,0,2,5,0,0,0,0,1 +freemmi01,2016,2,SEA,AL,13,13,1,5,1,0,0,1,0,0,0,2,0,0,0,0,1 +freemsa01,2016,1,MIL,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +freesda01,2016,1,PIT,NL,141,437,63,118,23,0,13,55,0,0,45,142,2,10,0,0,15 +friasca01,2016,1,LAN,NL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +friedch01,2016,1,SDN,NL,24,37,2,2,0,0,0,2,0,0,3,23,0,0,3,0,1 +fryerer01,2016,1,SLN,NL,24,38,7,14,2,0,0,5,0,1,3,7,0,0,0,0,0 +fryerer01,2016,2,PIT,NL,36,78,12,17,2,1,0,8,0,2,10,18,0,0,2,2,1 +fuentre01,2016,1,KCA,AL,13,41,2,13,1,0,0,5,0,2,3,8,0,0,0,0,0 +fulmeca01,2016,1,CHA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fulmemi01,2016,1,DET,AL,26,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +gallayo01,2016,1,BAL,AL,24,4,1,2,0,0,0,0,0,0,1,1,0,0,1,0,0 +gallojo01,2016,1,TEX,AL,17,25,2,1,0,0,1,1,1,0,5,19,0,0,0,0,0 +galvifr01,2016,1,PHI,NL,158,584,61,141,26,3,20,67,17,6,25,136,6,3,8,4,16 +gamboed01,2016,1,TBA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gamelbe01,2016,1,NYA,AL,6,8,1,1,0,0,0,0,0,0,1,1,0,0,1,0,1 +gamelbe01,2016,2,SEA,AL,27,40,8,8,2,0,1,5,0,0,5,15,0,0,2,0,0 +gantjo01,2016,1,ATL,NL,20,7,0,0,0,0,0,0,0,0,0,1,0,0,3,0,0 +garciad01,2016,1,ATL,NL,134,532,65,145,29,0,14,65,3,2,24,93,4,6,0,0,18 +garciav01,2016,1,CHA,AL,120,413,59,101,18,2,12,51,4,4,34,115,0,4,0,2,9 +garcigr01,2016,1,SLN,NL,99,214,33,59,11,0,3,17,1,1,38,50,4,4,0,1,3 +garcija01,2016,1,SFN,NL,62,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +garcija02,2016,1,SLN,NL,32,41,3,7,0,0,0,4,0,0,2,17,0,0,7,1,0 +garcile02,2016,1,CHA,AL,18,48,6,11,1,1,1,5,2,1,1,13,0,1,0,0,0 +garcilu03,2016,1,PHI,NL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +garciyi01,2016,1,LAN,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gardnbr01,2016,1,NYA,AL,148,547,80,143,22,6,7,41,16,4,70,106,0,8,4,5,6 +garnedu01,2016,1,COL,NL,24,68,7,16,6,0,1,6,0,0,6,22,0,0,0,1,1 +garnepe01,2016,1,CLE,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gartory01,2016,1,TBA,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +garzama01,2016,1,MIL,NL,19,28,1,1,0,0,0,0,0,0,2,17,0,0,3,0,1 +gattiev01,2016,1,HOU,AL,128,447,58,112,19,0,32,72,2,1,43,127,6,4,0,5,12 +gausmke01,2016,1,BAL,AL,30,2,0,0,0,0,0,0,0,0,1,2,0,0,0,0,0 +gearrco01,2016,1,SFN,NL,56,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +geedi01,2016,1,KCA,AL,33,1,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0 +geltzst01,2016,1,TBA,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gennesc01,2016,1,MIL,NL,136,498,58,131,30,1,14,56,8,1,38,114,1,2,1,2,11 +gentrcr01,2016,1,LAA,AL,14,34,2,5,1,0,0,2,0,0,3,6,0,1,1,0,2 +germego01,2016,1,COL,NL,40,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +giavojo01,2016,1,LAA,AL,99,346,44,90,20,1,6,31,4,3,13,39,0,1,4,3,11 +gibsoky01,2016,1,MIN,AL,25,7,1,0,0,0,0,0,0,0,1,5,0,0,0,0,0 +gileske01,2016,1,HOU,AL,69,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gillaco01,2016,1,SFN,NL,101,191,24,50,8,4,6,25,1,2,12,28,3,1,0,1,3 +gilleco01,2016,1,MIA,NL,41,51,7,12,3,2,0,5,0,0,3,14,0,0,0,1,1 +gilmase01,2016,1,NYN,NL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gimench01,2016,1,CLE,AL,68,139,17,30,4,0,4,11,0,0,10,41,0,1,4,1,8 +giolilu01,2016,1,WAS,NL,6,4,1,1,0,0,0,0,0,0,0,1,0,0,2,0,0 +girodch01,2016,1,TOR,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +givenmy01,2016,1,BAL,AL,66,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +glasnty01,2016,1,PIT,NL,7,7,0,1,0,0,0,0,0,0,0,4,0,0,0,0,0 +gloveko01,2016,1,WAS,NL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +godleza01,2016,1,ARI,NL,27,18,1,2,0,0,0,0,0,0,0,9,0,0,1,0,0 +goedder01,2016,1,NYN,NL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +goeddty01,2016,1,PHI,NL,92,213,17,41,3,3,4,16,3,0,17,52,0,2,1,1,4 +goforda01,2016,1,MIL,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +goinsry01,2016,1,TOR,AL,77,183,13,34,9,2,3,12,1,1,9,48,0,1,3,0,6 +goldspa01,2016,1,ARI,NL,158,579,106,172,33,3,24,95,32,5,110,150,15,7,0,8,14 +gomesya01,2016,1,CLE,AL,74,251,22,42,11,1,9,34,0,0,9,69,0,2,0,2,7 +gomezca01,2016,1,HOU,AL,85,295,27,62,16,1,5,29,13,2,21,100,2,4,3,0,11 +gomezca01,2016,2,TEX,AL,33,116,18,33,6,0,8,24,5,3,13,36,0,1,0,0,0 +gomezje01,2016,1,PHI,NL,70,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gonzaad01,2016,1,LAN,NL,156,568,69,162,31,0,18,90,0,2,55,117,9,4,0,6,16 +gonzaca01,2016,1,COL,NL,150,584,87,174,42,2,25,100,2,2,46,129,6,1,0,1,10 +gonzach01,2016,1,TEX,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gonzaer01,2016,1,CLE,AL,21,16,2,5,0,0,0,0,0,1,1,8,0,0,0,0,0 +gonzagi01,2016,1,WAS,NL,32,52,1,7,2,0,0,2,0,0,0,24,0,1,5,1,0 +gonzama01,2016,1,HOU,AL,141,484,55,123,26,3,13,51,12,6,22,118,1,5,6,1,16 +gonzami03,2016,1,CHA,AL,24,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +gonzase01,2016,1,PHI,NL,27,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +goodwbr01,2016,1,WAS,NL,22,42,1,12,4,1,0,5,0,0,2,14,0,0,0,0,1 +goodyni01,2016,1,NYA,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gordoal01,2016,1,KCA,AL,128,445,62,98,16,2,17,40,8,1,52,148,3,8,0,1,9 +gordode01,2016,1,MIA,NL,79,325,47,87,7,6,1,14,30,7,18,55,1,0,1,1,4 +gorete01,2016,1,KCA,AL,17,3,6,0,0,0,0,0,11,2,0,1,0,0,0,0,0 +gorzeto01,2016,1,CLE,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gosean01,2016,1,DET,AL,30,91,11,19,2,2,2,7,0,1,9,38,0,1,0,0,1 +gosewtu01,2016,1,ARI,NL,33,90,8,14,1,1,3,7,0,0,7,22,0,1,1,0,1 +gosseph01,2016,1,ARI,NL,122,220,26,61,12,1,2,13,3,0,15,46,0,1,2,2,0 +gotttr01,2016,1,WAS,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gourryu01,2016,1,HOU,AL,36,130,13,34,7,0,3,15,1,1,5,12,0,1,0,1,7 +gracema02,2016,1,WAS,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grahajr01,2016,1,MIN,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grandcu01,2016,1,NYN,NL,150,545,88,129,24,5,30,59,4,2,74,130,7,9,0,5,10 +grandya01,2016,1,LAN,NL,126,390,49,89,14,1,27,72,1,3,64,116,1,2,0,1,11 +grateju01,2016,1,LAA,AL,9,14,2,4,2,0,0,3,0,0,0,3,0,0,1,0,0 +graveke01,2016,1,OAK,AL,31,4,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +grayjo02,2016,1,COL,NL,29,47,2,7,2,0,0,4,0,0,2,30,0,0,6,0,0 +grayso01,2016,1,OAK,AL,22,2,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +greench03,2016,1,NYA,AL,12,4,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +greengr01,2016,1,SFN,NL,18,46,7,12,2,0,1,7,0,0,3,8,0,0,0,1,3 +greensh02,2016,1,DET,AL,50,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gregelu01,2016,1,HOU,AL,59,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gregodi01,2016,1,NYA,AL,153,562,68,155,32,2,20,70,7,1,19,82,2,6,5,5,9 +greinza01,2016,1,ARI,NL,27,52,4,11,1,0,0,3,1,0,3,9,0,0,3,2,0 +grichra01,2016,1,SLN,NL,132,446,66,107,29,3,24,68,5,4,28,141,0,3,0,1,9 +griffaj01,2016,1,TEX,AL,23,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +grillja01,2016,1,ATL,NL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grillja01,2016,2,TOR,AL,46,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grimmju01,2016,1,CHN,NL,68,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grossro01,2016,1,MIN,AL,99,332,49,93,19,1,11,37,2,3,55,96,0,2,0,0,3 +gsellro01,2016,1,NYN,NL,9,15,0,1,0,0,0,0,0,0,0,9,0,0,2,0,0 +guaipma01,2016,1,SEA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guerrde01,2016,1,LAA,AL,44,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guerrja01,2016,1,LAA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guerrju02,2016,1,MIL,NL,20,35,2,8,2,0,0,0,0,0,0,13,0,0,8,0,0 +guerrta01,2016,1,SDN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gurkaja01,2016,1,COL,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gustaja01,2016,1,HOU,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gutiefr01,2016,1,SEA,AL,98,248,33,61,9,0,14,39,1,0,29,85,0,3,0,3,6 +guyerbr01,2016,1,TBA,AL,63,212,27,51,12,1,7,18,2,1,12,42,1,23,1,1,3 +guyerbr01,2016,2,CLE,AL,38,81,12,27,5,0,2,14,1,1,7,13,0,8,0,0,3 +gyorkje01,2016,1,SLN,NL,128,400,58,97,9,1,30,59,0,0,37,96,1,0,0,1,11 +hahnje01,2016,1,OAK,AL,9,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +haleda02,2016,1,COL,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hallco01,2016,1,MIA,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hamelco01,2016,1,TEX,AL,32,8,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +hamilbi02,2016,1,CIN,NL,119,411,69,107,19,3,3,17,58,8,36,93,0,1,11,1,5 +hammeja01,2016,1,CHN,NL,35,65,6,16,3,0,0,7,0,0,1,24,0,0,3,0,0 +handbr01,2016,1,SDN,NL,82,4,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +hanigmi01,2016,1,ARI,NL,34,109,9,25,2,1,5,17,0,0,12,27,2,1,0,1,3 +hanigry01,2016,1,BOS,AL,35,105,9,18,4,0,1,14,0,0,7,27,0,1,0,0,5 +hansoal01,2016,1,PIT,NL,27,31,5,7,1,0,0,1,2,1,2,5,1,0,0,0,0 +happja01,2016,1,TOR,AL,32,7,2,2,0,0,0,0,0,0,0,3,0,0,3,0,0 +hardybl01,2016,1,DET,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hardyjj01,2016,1,BAL,AL,115,405,43,109,29,0,9,48,0,0,26,68,1,0,1,6,14 +harpebr03,2016,1,WAS,NL,147,506,84,123,24,2,24,86,21,10,108,117,20,3,0,10,11 +harrelu01,2016,1,ATL,NL,5,8,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +harrelu01,2016,2,TEX,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +harrijo05,2016,1,PIT,NL,131,487,57,138,25,7,4,59,19,4,18,76,0,5,4,8,10 +harriwi02,2016,1,HOU,AL,66,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hartdo01,2016,1,BAL,AL,22,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +harvema01,2016,1,NYN,NL,17,22,2,3,1,0,0,0,0,0,0,8,0,0,3,0,1 +hatchch02,2016,1,LAN,NL,37,3,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0 +hathast01,2016,1,ARI,NL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hayesdr01,2016,1,CIN,NL,6,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +hazelje01,2016,1,SLN,NL,114,200,35,47,7,3,12,28,5,2,18,64,2,0,4,2,1 +headlch01,2016,1,NYA,AL,140,467,58,118,18,1,14,51,8,2,51,118,3,6,0,5,7 +healyry01,2016,1,OAK,AL,72,269,36,82,20,0,13,37,0,0,12,60,1,1,1,0,7 +heanean01,2016,1,LAA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hechaad01,2016,1,MIA,NL,155,508,52,120,17,6,3,38,1,0,33,73,7,1,2,3,10 +hedgeau01,2016,1,SDN,NL,8,24,2,3,1,0,0,1,0,1,0,7,0,1,0,1,0 +heisech01,2016,1,WAS,NL,83,139,18,30,3,1,9,17,0,1,13,44,0,2,0,1,0 +hellebe01,2016,1,NYA,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hellije01,2016,1,PHI,NL,32,54,3,9,1,0,0,4,0,0,4,24,0,0,8,0,1 +hembrhe01,2016,1,BOS,AL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hendeji01,2016,1,NYN,NL,44,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hendrky01,2016,1,CHN,NL,32,58,1,8,0,0,0,2,0,0,1,29,0,1,8,0,0 +hendrli01,2016,1,OAK,AL,53,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +heredgu01,2016,1,SEA,AL,45,92,12,23,3,0,1,12,1,1,12,15,0,2,1,0,1 +hernace02,2016,1,PHI,NL,155,547,67,161,14,11,6,39,17,13,66,116,4,2,5,2,6 +hernada01,2016,1,PHI,NL,70,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hernaen02,2016,1,LAN,NL,109,216,25,41,8,0,7,18,2,0,28,64,1,0,0,0,3 +hernafe02,2016,1,SEA,AL,25,6,0,0,0,0,0,0,0,0,0,3,0,0,2,0,0 +hernago01,2016,1,SFN,NL,26,54,7,14,5,0,2,4,0,1,3,11,0,0,0,0,0 +hernama02,2016,1,BOS,AL,40,51,11,15,1,0,1,5,1,0,5,10,0,0,0,0,0 +hernaos01,2016,1,ARI,NL,4,11,1,2,0,0,1,1,0,0,0,0,0,0,0,0,1 +hernate01,2016,1,HOU,AL,41,100,15,23,7,0,4,11,0,2,11,28,1,0,0,1,5 +herreke01,2016,1,KCA,AL,72,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +herreod01,2016,1,PHI,NL,159,583,87,167,21,6,15,49,25,7,63,134,7,6,2,2,6 +herrmch01,2016,1,ARI,NL,56,148,21,42,5,4,6,28,4,0,16,44,1,0,1,1,2 +herrmfr01,2016,1,PHI,NL,14,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +hesslke01,2016,1,ARI,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hesslke01,2016,2,SDN,NL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hestoch01,2016,1,SFN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +heywaja01,2016,1,CHN,NL,142,530,61,122,27,1,7,49,11,4,54,93,0,5,1,2,12 +hicksaa01,2016,1,NYA,AL,123,327,32,71,13,1,8,31,3,4,30,68,1,0,1,3,7 +hicksjo02,2016,1,DET,AL,1,2,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0 +hillaa01,2016,1,MIL,NL,78,254,34,72,11,0,8,29,4,2,30,43,0,2,0,4,5 +hillaa01,2016,2,BOS,AL,47,124,14,27,3,0,2,9,0,0,11,16,2,1,0,0,1 +hillri01,2016,1,OAK,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hillri01,2016,2,LAN,NL,6,12,0,0,0,0,0,0,0,0,0,8,0,0,0,0,0 +hinojda01,2016,1,PHI,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hochelu01,2016,1,KCA,AL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hoffmje02,2016,1,COL,NL,8,8,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +holadbr01,2016,1,TEX,AL,30,84,14,20,6,1,2,13,0,1,5,16,0,2,1,2,0 +holadbr01,2016,2,BOS,AL,14,33,3,7,1,0,0,1,0,0,2,12,0,0,0,0,1 +holdejo02,2016,1,NYA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hollade01,2016,1,TEX,AL,22,2,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +hollima01,2016,1,SLN,NL,110,382,48,94,20,1,20,62,0,0,35,71,1,8,0,1,9 +holtbr01,2016,1,BOS,AL,94,290,45,74,16,0,7,34,4,3,27,58,0,3,1,3,5 +holtty01,2016,1,CIN,NL,106,179,21,42,5,3,0,13,4,3,23,48,0,2,3,1,6 +hoodde01,2016,1,MIA,NL,13,25,3,6,1,0,1,2,0,1,0,11,0,0,0,0,0 +hoovejj01,2016,1,CIN,NL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hosmeer01,2016,1,KCA,AL,158,605,80,161,24,1,25,104,5,3,57,132,5,1,0,4,18 +housetj01,2016,1,CLE,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +howarry01,2016,1,PHI,NL,112,331,35,65,10,0,25,59,0,1,27,114,2,1,0,3,7 +howeljp01,2016,1,LAN,NL,64,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +hoyinja01,2016,1,TEX,AL,39,46,8,10,2,0,0,5,1,0,3,8,0,0,0,0,0 +hoytja01,2016,1,HOU,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hudsoda01,2016,1,ARI,NL,70,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +huffda01,2016,1,LAA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hugheja02,2016,1,PIT,NL,67,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +hugheph01,2016,1,MIN,AL,12,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +hundlni01,2016,1,COL,NL,83,289,30,75,20,1,10,48,0,0,25,65,3,1,1,1,12 +huntece01,2016,1,PHI,NL,13,34,3,3,0,0,1,1,0,0,2,6,0,0,0,0,1 +hunteto02,2016,1,CLE,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hunteto02,2016,2,BAL,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hurshja01,2016,1,ATL,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hutchdr01,2016,1,TOR,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hutchdr01,2016,2,PIT,NL,6,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +iannech01,2016,1,SEA,AL,94,295,23,62,14,0,7,24,0,0,38,83,0,2,1,2,4 +iglesjo01,2016,1,DET,AL,137,467,57,119,26,0,4,32,7,4,28,50,1,8,7,3,12 +iglesra01,2016,1,CIN,NL,37,11,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +inciaen01,2016,1,ATL,NL,131,522,85,152,24,7,3,29,16,7,45,68,5,4,5,2,8 +infanom01,2016,1,KCA,AL,39,134,16,32,9,1,0,11,0,0,9,23,0,0,2,4,0 +iribahe01,2016,1,CIN,NL,24,45,6,14,0,3,0,2,1,0,0,11,0,0,0,0,2 +iwakuhi01,2016,1,SEA,AL,33,2,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +jacksau01,2016,1,CHA,AL,54,181,24,46,12,2,0,18,2,1,17,39,0,1,2,2,3 +jacksed01,2016,1,MIA,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jacksed01,2016,2,SDN,NL,16,23,2,5,1,0,0,2,1,0,3,11,0,0,1,0,0 +jackslu01,2016,1,TEX,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +janispa01,2016,1,BAL,AL,14,31,3,6,1,0,0,0,0,0,3,3,0,1,0,0,0 +jankotr01,2016,1,SDN,NL,131,335,53,82,13,2,2,12,30,12,42,100,0,2,3,0,5 +janseke01,2016,1,LAN,NL,72,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jasojo01,2016,1,PIT,NL,132,380,45,102,25,3,8,42,0,4,45,74,0,5,1,1,8 +jayjo02,2016,1,SDN,NL,90,347,49,101,26,1,2,26,2,0,19,78,0,6,1,0,5 +jeffrje01,2016,1,MIL,NL,47,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jeffrje01,2016,2,TEX,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jenkity01,2016,1,ATL,NL,14,13,0,0,0,0,0,0,0,0,0,4,0,0,4,0,0 +jennida01,2016,1,CHA,AL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jennide01,2016,1,TBA,AL,65,200,22,40,7,1,7,20,2,0,21,58,0,2,1,1,4 +jenseky01,2016,1,ARI,NL,17,31,5,6,0,1,2,7,0,0,2,13,0,1,0,0,1 +jepseke01,2016,1,MIN,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jepseke01,2016,2,TBA,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jimenub01,2016,1,BAL,AL,30,4,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +johnsch05,2016,1,MIA,NL,113,243,20,54,11,0,5,24,0,0,19,78,2,1,1,0,13 +johnser04,2016,1,CHA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnser04,2016,2,SDN,NL,4,4,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +johnsji04,2016,1,ATL,NL,65,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +johnske05,2016,1,ATL,NL,49,121,8,26,6,0,1,10,1,0,10,25,1,0,0,1,4 +johnske05,2016,2,NYN,NL,82,183,17,49,8,0,9,24,3,0,15,40,1,2,0,1,2 +johnsmi04,2016,1,LAN,NL,7,6,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +johnsst02,2016,1,SEA,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jonesad01,2016,1,BAL,AL,152,619,86,164,19,0,29,83,2,0,39,115,2,5,1,8,13 +jonesja07,2016,1,DET,AL,13,28,3,6,3,0,0,2,0,0,0,12,0,0,0,0,1 +jonesna01,2016,1,CHA,AL,71,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +josepca01,2016,1,BAL,AL,49,132,7,23,3,0,0,0,0,0,7,28,0,0,2,0,6 +josepto01,2016,1,PHI,NL,107,315,47,81,15,0,21,47,1,1,22,75,0,4,0,6,11 +joycema01,2016,1,PIT,NL,140,231,45,56,10,1,13,42,1,1,59,67,4,3,0,0,9 +judgeaa01,2016,1,NYA,AL,27,84,10,15,2,0,4,10,0,1,9,42,0,1,0,1,2 +jungmta01,2016,1,MIL,NL,8,8,1,1,0,0,0,0,0,0,0,4,0,0,0,0,0 +kahnlto01,2016,1,CHA,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kalisry01,2016,1,CHN,NL,7,7,1,2,0,0,0,2,0,0,1,0,0,1,1,0,0 +kangju01,2016,1,PIT,NL,103,318,45,81,19,0,21,62,3,1,36,79,1,14,0,2,11 +karnsna01,2016,1,SEA,AL,22,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kawasmu01,2016,1,CHN,NL,14,21,3,7,2,0,0,1,2,0,4,5,0,1,0,0,1 +kazmisc01,2016,1,LAN,NL,27,43,3,5,0,0,0,2,0,0,1,24,0,0,6,0,1 +kelake01,2016,1,TEX,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kellesh01,2016,1,WAS,NL,67,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +kellyca01,2016,1,ATL,NL,10,2,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +kellyca02,2016,1,SLN,NL,10,13,1,2,1,0,0,1,0,0,0,2,0,1,0,0,0 +kellydo01,2016,1,MIA,NL,13,27,2,4,0,2,0,3,0,0,2,5,0,0,0,1,2 +kellyjo05,2016,1,BOS,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kellyty01,2016,1,NYN,NL,39,58,9,14,1,1,1,7,0,0,11,9,0,0,0,2,2 +kempma01,2016,1,SDN,NL,100,409,54,107,24,0,23,69,0,0,16,100,3,0,0,6,8 +kempma01,2016,2,ATL,NL,56,214,35,60,15,0,12,39,1,0,20,56,3,1,0,6,9 +kempto01,2016,1,HOU,AL,59,120,15,26,4,3,1,7,2,1,14,27,0,0,1,1,5 +kendrho01,2016,1,LAN,NL,146,487,65,124,26,2,8,40,10,2,50,96,2,3,0,3,20 +kenneia01,2016,1,KCA,AL,33,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +kensilo01,2016,1,DET,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +keplema01,2016,1,MIN,AL,113,396,52,93,20,2,17,63,6,2,42,93,3,3,1,5,2 +kershcl01,2016,1,LAN,NL,23,46,2,8,1,0,0,3,0,0,1,12,0,0,3,0,0 +keuchda01,2016,1,HOU,AL,26,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kiebosp01,2016,1,WAS,NL,1,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +kiekhde01,2016,1,SLN,NL,26,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kiermke01,2016,1,TBA,AL,105,366,55,90,20,2,12,37,21,3,40,74,1,7,0,1,5 +kimbrcr01,2016,1,BOS,AL,57,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kimhy01,2016,1,BAL,AL,95,305,36,92,16,1,6,22,1,3,36,51,0,4,0,1,5 +kinslia01,2016,1,DET,AL,153,618,117,178,29,4,28,83,14,6,45,115,0,13,0,3,5 +kintzbr01,2016,1,MIN,AL,54,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kipnija01,2016,1,CLE,AL,156,610,91,168,41,4,23,82,15,3,60,146,0,6,5,7,21 +kirkmmi01,2016,1,SDN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kirkmmi01,2016,2,MIL,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kivlepa01,2016,1,SDN,NL,5,16,5,4,0,0,1,2,0,0,2,9,0,1,0,0,0 +kivlepa01,2016,2,CIN,NL,3,5,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +kleinph01,2016,1,TEX,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kleinph01,2016,2,PHI,NL,4,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +klubeco01,2016,1,CLE,AL,32,4,1,1,1,0,0,0,0,0,0,3,0,0,2,0,0 +knebeco01,2016,1,MIL,NL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kochma01,2016,1,ARI,NL,7,3,0,0,0,0,0,0,0,0,1,3,0,0,2,0,0 +koehlto01,2016,1,MIA,NL,33,51,1,5,0,0,0,4,0,0,1,28,0,0,4,0,0 +kontoge01,2016,1,SFN,NL,57,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kratzer01,2016,1,HOU,AL,15,29,0,2,1,0,0,0,0,0,1,14,0,0,0,0,1 +kratzer01,2016,2,PIT,NL,18,56,3,6,1,0,1,4,0,0,0,18,0,0,1,0,2 +krolia01,2016,1,ATL,NL,63,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kuhlch01,2016,1,PIT,NL,15,23,0,2,0,0,0,0,0,0,1,9,0,0,2,0,0 +lackejo01,2016,1,CHN,NL,29,63,1,6,2,0,0,2,0,0,2,31,0,0,4,0,1 +ladenty01,2016,1,OAK,AL,45,48,6,4,0,0,0,1,2,0,1,13,0,0,1,0,3 +lagarju01,2016,1,NYN,NL,79,142,15,34,7,2,3,9,4,2,11,27,1,2,4,1,4 +lakeju01,2016,1,TOR,AL,22,35,5,7,3,0,1,2,1,0,4,11,0,0,0,0,0 +lallibl01,2016,1,ATL,NL,10,13,0,2,1,0,0,1,0,0,0,3,0,0,0,0,1 +lamarry01,2016,1,BOS,AL,6,5,1,0,0,0,0,0,0,0,1,2,0,0,0,0,1 +lambja01,2016,1,ARI,NL,151,523,81,130,31,9,29,91,6,1,64,154,5,3,0,4,13 +lambjo02,2016,1,CIN,NL,14,20,0,1,0,0,0,0,0,0,1,12,0,0,1,0,0 +lamboan01,2016,1,OAK,AL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lasteto01,2016,1,CHN,NL,74,148,17,40,12,1,2,11,0,1,18,27,1,2,0,0,2 +latosma01,2016,1,CHA,AL,11,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +latosma01,2016,2,WAS,NL,6,3,1,1,0,0,1,1,0,0,0,1,0,0,0,0,0 +lawde01,2016,1,SFN,NL,61,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lawribr01,2016,1,CHA,AL,94,351,35,87,22,0,12,36,7,3,30,109,2,2,0,1,3 +layneto01,2016,1,BOS,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +layneto01,2016,2,NYA,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leakemi01,2016,1,SLN,NL,34,49,3,7,1,0,0,4,0,0,3,19,0,0,3,0,3 +leblawa01,2016,1,SEA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leblawa01,2016,2,PIT,NL,8,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +leclejo01,2016,1,TEX,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leeda02,2016,1,SEA,AL,104,292,33,74,9,0,14,49,0,0,20,74,2,5,0,0,8 +lemahdj01,2016,1,COL,NL,146,552,104,192,32,8,11,66,11,7,66,80,2,3,8,6,19 +leonar01,2016,1,TOR,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leonedo01,2016,1,ARI,NL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leonsa01,2016,1,BOS,AL,78,252,36,78,17,2,7,35,0,0,23,66,1,2,4,2,4 +lestejo01,2016,1,CHN,NL,33,59,3,6,3,0,0,6,0,0,6,18,0,0,10,0,2 +lewisco01,2016,1,TEX,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +liberad01,2016,1,LAN,NL,58,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lightpa01,2016,1,BOS,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lightpa01,2016,2,MIN,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +linceti01,2016,1,LAA,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lindad01,2016,1,SEA,AL,126,401,48,96,17,0,20,58,0,1,26,89,3,1,0,2,14 +lindofr01,2016,1,CLE,AL,158,604,99,182,30,3,15,78,19,5,57,88,3,5,3,15,18 +liriafr01,2016,1,PIT,NL,23,42,2,12,1,0,1,5,0,0,0,16,0,0,0,0,0 +liriafr01,2016,2,TOR,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lobatjo01,2016,1,WAS,NL,39,99,10,23,3,1,3,8,0,0,12,18,1,1,1,1,4 +lobstky01,2016,1,PIT,NL,14,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +lockeje01,2016,1,PIT,NL,31,32,0,4,0,0,0,0,0,0,1,17,0,0,6,0,0 +loewead01,2016,1,ARI,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +loganbo02,2016,1,COL,NL,66,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lohseky01,2016,1,TEX,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +loneyja01,2016,1,NYN,NL,100,343,30,91,16,1,9,34,0,0,16,37,3,5,1,1,11 +longoev01,2016,1,TBA,AL,160,633,81,173,41,4,36,98,0,3,42,144,6,3,0,7,13 +lopezja02,2016,1,SFN,NL,68,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +lopezra02,2016,1,CIN,NL,8,7,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +lopezre01,2016,1,WAS,NL,11,12,0,1,0,0,0,0,0,0,0,7,0,0,2,0,0 +lorenmi01,2016,1,CIN,NL,36,5,1,1,0,0,1,3,0,0,0,2,0,0,0,0,0 +loughda01,2016,1,PHI,NL,30,67,6,16,3,1,0,4,1,2,9,8,1,2,0,1,0 +loupaa01,2016,1,TOR,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lowema01,2016,1,DET,AL,54,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lowrije01,2016,1,OAK,AL,87,338,30,89,12,1,2,27,0,0,26,65,0,1,0,4,10 +lucrojo01,2016,1,MIL,NL,95,338,48,101,17,3,13,50,5,0,33,70,3,1,0,4,12 +lucrojo01,2016,2,TEX,AL,47,152,19,42,7,0,11,31,0,0,14,30,2,2,0,0,4 +luebkco01,2016,1,PIT,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lugose01,2016,1,NYN,NL,17,16,2,3,1,0,0,1,0,0,1,2,0,0,0,1,0 +lylesjo01,2016,1,COL,NL,40,8,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +lyonsty01,2016,1,SLN,NL,30,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +machadi01,2016,1,DET,AL,8,10,1,1,0,0,0,0,0,0,3,4,0,0,0,0,0 +machama01,2016,1,BAL,AL,157,640,105,188,40,1,37,96,0,3,48,120,9,3,0,5,14 +madsory01,2016,1,OAK,AL,63,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +maedake01,2016,1,LAN,NL,35,57,5,7,1,0,1,4,0,0,1,16,0,0,8,0,1 +magilma01,2016,1,CIN,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +magnida01,2016,1,MIL,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mahlegr01,2016,1,LAA,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mahtomi01,2016,1,TBA,AL,65,185,16,36,9,0,3,11,0,1,7,68,0,2,1,1,2 +mailelu01,2016,1,TBA,AL,42,119,10,27,7,0,3,15,0,0,4,36,1,0,3,0,2 +maldoma01,2016,1,MIL,NL,76,208,21,42,7,0,8,21,1,0,35,56,9,6,3,1,6 +manaese01,2016,1,OAK,AL,25,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +mancitr01,2016,1,BAL,AL,5,14,3,5,1,0,3,5,0,0,0,4,0,1,0,0,0 +manesse01,2016,1,SLN,NL,29,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +manshje01,2016,1,CLE,AL,53,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mantijo01,2016,1,DET,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +margoma01,2016,1,SDN,NL,10,37,4,9,4,1,0,3,2,0,0,7,0,0,0,0,0 +marinjh01,2016,1,TBA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +marinjh01,2016,2,MIL,NL,43,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +mariomi01,2016,1,PHI,NL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +marisja01,2016,1,HOU,AL,118,287,40,60,18,1,5,21,10,5,16,83,0,3,4,1,4 +markani01,2016,1,ATL,NL,158,599,67,161,38,0,13,89,0,2,71,101,9,5,0,9,16 +marksju01,2016,1,TBA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +marksma01,2016,1,ATL,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +marquge01,2016,1,COL,NL,6,6,1,0,0,0,0,0,0,0,0,3,0,0,2,0,0 +marrede01,2016,1,BOS,AL,13,12,0,1,0,0,0,0,0,0,2,5,0,0,0,0,0 +marshev01,2016,1,ARI,NL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +marteje01,2016,1,LAA,AL,88,258,38,65,14,0,15,44,2,2,18,59,0,5,0,3,8 +marteke01,2016,1,SEA,AL,119,437,55,113,21,2,1,33,11,5,18,84,0,2,3,6,10 +marteke02,2016,1,PIT,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +martest01,2016,1,PIT,NL,129,489,71,152,34,5,9,46,47,12,23,104,5,16,1,0,8 +martica04,2016,1,SLN,NL,33,59,5,14,1,0,0,6,0,0,0,13,0,1,4,1,1 +martico01,2016,1,SEA,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +martijd02,2016,1,DET,AL,120,460,69,141,35,2,22,68,1,2,49,128,2,3,0,5,13 +martijo08,2016,1,SLN,NL,12,16,4,7,1,0,0,1,0,0,2,1,0,0,0,0,0 +martile01,2016,1,SEA,AL,143,518,72,128,17,3,15,47,24,6,44,149,0,3,4,7,10 +martimi02,2016,1,CLE,AL,32,60,10,17,3,0,1,3,0,2,2,13,0,0,1,0,1 +martimi02,2016,2,BOS,AL,4,6,1,1,0,0,0,0,0,0,1,2,0,0,0,0,0 +martimi02,2016,3,CLE,AL,27,35,5,6,1,0,0,1,0,0,1,8,0,0,0,0,0 +martini01,2016,1,TEX,AL,12,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +martira04,2016,1,WAS,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +martiru01,2016,1,TOR,AL,137,455,62,105,16,0,20,74,2,1,64,148,1,10,1,5,12 +martivi01,2016,1,DET,AL,154,553,65,160,22,0,27,86,0,0,50,90,8,4,0,3,19 +mastrda01,2016,1,MIN,AL,7,9,1,0,0,0,0,0,1,0,2,4,0,0,0,0,0 +mathije01,2016,1,MIA,NL,41,126,12,30,4,1,2,15,0,0,4,36,0,1,1,0,1 +matusbr01,2016,1,BAL,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +matusbr01,2016,2,CHN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +matzst01,2016,1,NYN,NL,24,36,0,5,1,1,0,2,0,0,4,11,0,0,4,1,2 +mauerjo01,2016,1,MIN,AL,134,494,68,129,22,4,11,49,2,0,79,93,10,1,0,2,11 +maurebr01,2016,1,SDN,NL,71,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +maxwebr01,2016,1,OAK,AL,33,92,8,26,6,1,1,14,0,0,8,24,0,0,0,1,2 +maybica01,2016,1,DET,AL,94,349,65,110,14,5,4,43,15,6,36,69,0,3,2,1,8 +mayermi01,2016,1,SLN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +maytr01,2016,1,MIN,AL,44,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mazarno01,2016,1,TEX,AL,145,516,59,137,13,3,20,64,0,2,39,112,1,6,0,7,12 +mazzavi01,2016,1,SFN,NL,2,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +mcallza01,2016,1,CLE,AL,53,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcbrima02,2016,1,OAK,AL,20,43,4,9,3,0,0,2,0,0,1,10,0,0,0,0,0 +mccanbr01,2016,1,NYA,AL,130,429,56,104,13,0,20,58,1,0,54,99,2,7,0,2,15 +mccanja02,2016,1,DET,AL,105,344,31,76,9,1,12,48,0,1,23,109,0,2,1,3,12 +mccarbr01,2016,1,LAN,NL,10,13,0,0,0,0,0,1,0,0,2,6,0,0,0,0,0 +mccarke01,2016,1,KCA,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcculla02,2016,1,HOU,AL,14,3,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +mccutan01,2016,1,PIT,NL,153,598,81,153,26,3,24,79,6,7,69,143,7,5,0,3,15 +mcfartj01,2016,1,BAL,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcgeeja01,2016,1,COL,NL,57,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcgehca01,2016,1,DET,AL,30,92,4,21,1,0,0,1,0,0,3,14,0,1,0,0,5 +mcgowdu01,2016,1,MIA,NL,55,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +mchugco01,2016,1,HOU,AL,33,6,0,0,0,0,0,0,0,0,0,2,0,0,2,0,0 +mckenmi01,2016,1,SLN,NL,3,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +medlekr01,2016,1,KCA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mejiaad01,2016,1,MIN,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +melanma01,2016,1,PIT,NL,45,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +melanma01,2016,2,WAS,NL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +melviti01,2016,1,CIN,NL,3,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +mendeyo01,2016,1,TEX,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mengdda01,2016,1,OAK,AL,14,6,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +mercejo03,2016,1,PIT,NL,149,519,66,133,22,3,11,59,1,1,51,83,8,5,7,2,11 +merriry01,2016,1,CLE,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +merriwh01,2016,1,KCA,AL,81,311,44,88,22,3,2,29,8,3,19,72,1,0,1,1,1 +mesorde01,2016,1,CIN,NL,16,50,2,7,1,0,0,1,0,1,5,10,0,0,0,0,3 +meyeral01,2016,1,MIN,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +meyeral01,2016,2,LAA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +middlwi01,2016,1,MIL,NL,10,27,2,3,0,0,0,1,0,0,4,13,0,0,0,0,0 +mileywa01,2016,1,SEA,AL,19,7,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +mileywa01,2016,2,BAL,AL,11,4,0,1,0,0,0,0,0,0,0,1,0,0,1,0,0 +millean01,2016,1,NYA,AL,44,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +millean01,2016,2,CLE,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +millebr02,2016,1,TBA,AL,152,548,73,133,29,6,30,81,6,4,47,149,0,3,0,3,5 +milleju02,2016,1,COL,NL,40,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +millemi01,2016,1,BOS,AL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +millesh01,2016,1,ARI,NL,21,32,4,4,1,1,0,0,0,0,0,21,0,0,2,0,0 +millsal02,2016,1,KCA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +milonto01,2016,1,MIN,AL,19,2,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0 +minayju01,2016,1,CHA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +miranar01,2016,1,BAL,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +miranar01,2016,2,SEA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mitchbr01,2016,1,NYA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +molinya01,2016,1,SLN,NL,147,534,56,164,38,1,8,58,3,2,39,63,1,6,0,2,22 +molledu01,2016,1,DET,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +moncayo01,2016,1,BOS,AL,8,19,3,4,1,0,0,1,0,0,1,12,0,0,0,0,0 +mondera02,2016,1,KCA,AL,47,135,16,25,1,3,2,13,9,1,6,48,0,2,6,0,1 +montemi01,2016,1,CHN,NL,86,241,33,52,8,1,8,33,1,0,38,58,5,3,0,2,8 +montera01,2016,1,NYN,NL,9,5,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +montgmi01,2016,1,SEA,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +montgmi01,2016,2,CHN,NL,17,11,2,1,0,0,0,1,0,0,0,5,0,0,0,0,0 +mooread01,2016,1,CLE,AL,9,5,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +moorema02,2016,1,TBA,AL,21,7,0,2,0,0,0,0,0,0,0,2,0,0,0,0,1 +moorema02,2016,2,SFN,NL,12,24,2,1,0,0,0,0,0,0,0,11,0,0,4,0,0 +moralfr01,2016,1,TOR,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +moralke01,2016,1,KCA,AL,154,558,65,147,24,0,30,93,0,0,48,120,2,7,0,5,20 +moranco01,2016,1,HOU,AL,9,23,1,3,1,0,0,2,0,0,1,8,0,1,0,0,4 +morelmi01,2016,1,TEX,AL,147,460,49,107,21,0,22,60,1,0,35,118,5,8,0,0,8 +morgaad01,2016,1,PHI,NL,23,32,1,3,1,0,0,1,0,0,1,11,0,0,3,0,0 +morimsh01,2016,1,CLE,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +morinmi01,2016,1,LAA,AL,60,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +morneju01,2016,1,CHA,AL,58,203,16,53,14,1,6,25,0,0,12,52,1,1,0,2,5 +morofma01,2016,1,PIT,NL,2,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +morriaj01,2016,1,CIN,NL,7,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +morribr01,2016,1,MIA,NL,24,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +morrilo01,2016,1,TBA,AL,107,353,45,84,18,1,14,43,4,2,37,89,1,6,0,2,4 +morrobr01,2016,1,SDN,NL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +morsemi01,2016,1,PIT,NL,6,8,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +mortoch02,2016,1,PHI,NL,4,6,1,1,0,0,0,0,0,0,0,3,0,0,1,0,1 +moscojo01,2016,1,CIN,NL,5,4,0,0,0,0,0,0,0,0,0,3,0,1,2,0,0 +mossbr01,2016,1,SLN,NL,128,413,66,93,19,2,28,67,1,0,39,141,3,7,0,5,8 +motteja01,2016,1,COL,NL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +motteta01,2016,1,TBA,AL,34,80,11,15,3,0,2,9,0,1,11,19,0,1,0,1,1 +moustmi01,2016,1,KCA,AL,27,104,12,25,6,0,7,13,0,1,9,13,0,0,0,0,5 +moyast01,2016,1,DET,AL,31,94,9,24,4,2,5,11,0,1,5,38,0,0,0,1,0 +moylape01,2016,1,KCA,AL,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mulleco01,2016,1,NYA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +muncyma01,2016,1,OAK,AL,51,113,13,21,2,0,2,8,0,0,20,24,1,0,0,0,2 +murphda08,2016,1,WAS,NL,142,531,88,184,47,5,25,104,5,3,35,57,10,8,0,8,4 +murphjr01,2016,1,MIN,AL,26,82,4,12,3,0,1,3,0,0,5,19,0,0,2,1,3 +murphto04,2016,1,COL,NL,21,44,8,12,2,0,5,13,1,0,4,19,0,1,0,0,2 +murraco01,2016,1,PHI,NL,24,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +musgrjo01,2016,1,HOU,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +myerswi01,2016,1,SDN,NL,157,599,99,155,29,4,28,94,28,6,68,160,1,4,0,5,12 +napolmi01,2016,1,CLE,AL,150,557,92,133,22,1,34,101,5,1,78,194,2,5,0,5,15 +naquity01,2016,1,CLE,AL,116,321,52,95,18,5,14,43,6,3,36,112,4,4,2,2,4 +narvaom01,2016,1,CHA,AL,34,101,13,27,4,0,1,10,0,0,14,14,1,0,0,2,0 +narvech01,2016,1,MIA,NL,6,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +nathajo01,2016,1,CHN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nathajo01,2016,2,SFN,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +navada01,2016,1,LAA,AL,45,119,10,28,5,0,1,13,0,0,9,26,0,5,0,3,2 +navada01,2016,2,KCA,AL,9,11,1,1,1,0,0,0,0,0,1,4,0,0,0,0,0 +navardi01,2016,1,CHA,AL,85,271,25,57,13,2,6,32,1,2,20,63,0,2,2,3,5 +navardi01,2016,2,TOR,AL,16,33,1,6,0,0,0,3,0,0,3,8,0,0,0,0,0 +nealza01,2016,1,OAK,AL,24,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nelsoji02,2016,1,MIL,NL,32,50,1,4,0,0,0,3,0,0,2,32,0,0,7,0,0 +nerishe01,2016,1,PHI,NL,79,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +neshepa01,2016,1,HOU,AL,60,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nicasju01,2016,1,PIT,NL,52,19,1,3,0,0,0,1,0,0,0,7,0,0,1,0,0 +nichobr01,2016,1,TEX,AL,15,40,5,11,5,0,2,4,0,0,4,9,0,1,0,0,2 +nicolju01,2016,1,MIA,NL,18,22,0,2,0,0,0,0,0,0,1,11,0,0,1,0,1 +niesejo01,2016,1,PIT,NL,24,30,1,3,1,0,0,1,0,0,2,14,0,0,1,0,1 +niesejo01,2016,2,NYN,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +nieuwki01,2016,1,MIL,NL,125,335,38,70,18,1,13,44,8,9,56,133,1,1,0,0,5 +nimmobr01,2016,1,NYN,NL,32,73,12,20,1,0,1,6,0,0,6,20,0,1,0,0,0 +nolaaa01,2016,1,PHI,NL,20,30,1,1,1,0,0,0,0,0,3,17,0,1,1,0,1 +nolasri01,2016,1,MIN,AL,21,2,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +nolasri01,2016,2,LAA,AL,11,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +noonani01,2016,1,SDN,NL,7,18,0,3,0,0,0,1,0,1,1,5,0,0,0,1,0 +norribu01,2016,1,ATL,NL,22,12,1,2,0,1,0,0,0,0,3,5,0,1,6,0,0 +norribu01,2016,2,LAN,NL,13,15,1,4,0,0,0,1,0,0,0,2,0,0,1,0,0 +norrida01,2016,1,DET,AL,14,2,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +norride01,2016,1,SDN,NL,125,415,50,77,17,0,14,42,9,2,36,139,5,4,0,3,9 +novaiv01,2016,1,NYA,AL,21,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +novaiv01,2016,2,PIT,NL,11,22,1,3,0,0,0,0,0,0,0,15,0,0,2,0,0 +nunezed02,2016,1,MIN,AL,91,371,49,110,15,1,12,47,27,6,15,58,0,3,2,5,6 +nunezed02,2016,2,SFN,NL,50,182,24,49,9,3,4,20,13,4,14,30,3,2,0,1,2 +nunezre01,2016,1,OAK,AL,9,15,0,2,0,0,0,1,0,0,0,3,0,0,0,0,0 +nunovi01,2016,1,SEA,AL,55,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +obergsc01,2016,1,COL,NL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +oberhbr01,2016,1,PHI,NL,26,7,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +oberhbr01,2016,2,LAA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +obriepe04,2016,1,ARI,NL,28,64,6,9,1,0,5,9,0,0,3,27,2,0,0,0,2 +odayda01,2016,1,BAL,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +odorija01,2016,1,TBA,AL,33,4,0,1,0,0,0,1,0,0,0,1,0,0,0,0,0 +odorro01,2016,1,TEX,AL,150,605,89,164,33,4,33,88,14,7,19,135,0,4,0,4,6 +oflaher01,2016,1,ATL,NL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ogandal01,2016,1,ATL,NL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ogandne01,2016,1,MIA,NL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ohlenro01,2016,1,CIN,NL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ohse01,2016,1,SLN,NL,76,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +okertst01,2016,1,SFN,NL,16,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +olivehe01,2016,1,ATL,NL,6,19,2,4,1,0,0,2,0,0,1,5,0,0,0,1,1 +olsonma02,2016,1,OAK,AL,11,21,3,2,1,0,0,0,0,0,7,4,0,0,0,0,1 +olsonty01,2016,1,NYA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +omallsh01,2016,1,SEA,AL,89,210,24,48,9,2,2,17,6,2,18,59,0,3,1,0,4 +ondrulo01,2016,1,BAL,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +orlanpa01,2016,1,KCA,AL,128,457,52,138,24,4,5,43,14,3,13,105,1,7,3,3,12 +orourry01,2016,1,MIN,AL,26,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ortegra01,2016,1,LAA,AL,66,185,24,43,8,0,1,16,8,3,13,23,0,0,3,0,5 +ortizda01,2016,1,BOS,AL,151,537,79,169,48,1,38,127,2,0,80,86,15,2,0,7,22 +osichjo01,2016,1,SFN,NL,59,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +osullse01,2016,1,BOS,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +osunaro01,2016,1,TOR,AL,72,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +oteroda01,2016,1,CLE,AL,62,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ottavad01,2016,1,COL,NL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +overtdi01,2016,1,OAK,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +owenshe02,2016,1,BOS,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +owingch01,2016,1,ARI,NL,119,437,52,121,24,11,5,49,21,2,20,87,4,5,2,2,8 +ozunama01,2016,1,MIA,NL,148,557,75,148,23,6,23,76,0,3,43,115,2,4,0,4,11 +pachejo01,2016,1,CIN,NL,31,51,1,8,4,0,0,0,0,0,0,14,0,0,0,0,1 +paganan01,2016,1,SFN,NL,129,495,71,137,24,5,12,55,15,4,42,66,1,0,0,3,11 +panikjo01,2016,1,SFN,NL,127,464,67,111,21,7,10,62,5,0,50,47,5,4,3,5,14 +papeljo01,2016,1,WAS,NL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +paredji01,2016,1,TOR,AL,7,15,2,4,1,0,1,2,0,0,2,4,0,0,0,0,0 +paredji01,2016,2,PHI,NL,76,143,13,31,7,0,4,17,0,1,5,44,0,0,1,1,0 +parkby01,2016,1,MIN,AL,62,215,28,41,9,1,12,24,1,0,21,80,0,5,0,3,3 +parkebl01,2016,1,SEA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +parkebl01,2016,2,NYA,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +parkeja03,2016,1,SFN,NL,63,127,22,30,3,1,5,14,0,1,19,44,1,5,0,0,3 +parmech01,2016,1,NYA,AL,6,8,4,4,1,0,2,4,0,0,0,3,0,0,0,0,0 +parnebo01,2016,1,DET,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +parrage01,2016,1,COL,NL,102,368,45,93,27,3,7,39,6,4,9,73,1,1,1,2,16 +partccu01,2016,1,PIT,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pattejo03,2016,1,COL,NL,10,18,1,8,1,0,0,2,0,1,1,1,0,0,0,0,0 +pattosp01,2016,1,CHN,NL,16,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +paulida01,2016,1,HOU,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +paulsbe01,2016,1,COL,NL,39,92,8,20,5,0,1,11,0,0,5,27,1,0,0,0,2 +paxtoja01,2016,1,SEA,AL,20,3,0,0,0,0,0,0,0,0,1,3,0,0,0,0,0 +pazosja01,2016,1,NYA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +peacobr01,2016,1,HOU,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pearcst01,2016,1,TBA,AL,60,204,26,63,11,1,10,29,0,3,26,40,2,1,0,1,4 +pearcst01,2016,2,BAL,AL,25,60,9,13,2,0,3,6,0,0,8,14,0,2,0,0,1 +peavyja01,2016,1,SFN,NL,31,27,2,5,0,0,0,3,0,0,2,12,0,0,2,0,0 +pederjo01,2016,1,LAN,NL,137,406,64,100,26,0,25,68,6,2,63,130,4,4,1,2,5 +pedrodu01,2016,1,BOS,AL,154,633,105,201,36,1,15,74,7,4,61,73,0,0,1,3,24 +pelfrmi01,2016,1,DET,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +penaar01,2016,1,MIL,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +penabr01,2016,1,SLN,NL,9,13,0,2,1,0,0,0,0,0,1,2,0,0,0,0,0 +penafe01,2016,1,CHN,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +penafr01,2016,1,BAL,AL,14,40,5,8,0,0,1,3,0,0,2,14,0,0,1,0,2 +penara02,2016,1,SFN,NL,30,87,9,26,6,1,1,10,0,0,2,16,1,2,0,0,0 +pencehu01,2016,1,SFN,NL,106,395,58,114,23,1,13,57,1,1,43,95,1,1,0,3,10 +pennicl01,2016,1,LAA,AL,74,172,18,36,4,2,3,10,1,0,13,55,0,0,3,0,4 +peralda01,2016,1,ARI,NL,48,171,23,43,9,5,4,15,2,0,8,42,1,3,0,1,3 +peraljh01,2016,1,SLN,NL,82,289,37,75,17,1,8,29,0,0,20,56,0,1,0,3,5 +peraljo01,2016,1,SEA,AL,26,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +peraljo01,2016,2,CHN,NL,5,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +peralwa01,2016,1,CIN,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +peralwi01,2016,1,MIL,NL,23,39,2,5,1,0,1,6,0,0,0,15,0,0,1,1,2 +perazjo01,2016,1,CIN,NL,72,241,25,78,8,2,3,25,21,10,7,33,0,5,0,3,3 +perdolu02,2016,1,SDN,NL,36,38,1,5,1,0,0,1,0,0,1,15,0,1,3,0,0 +perezca02,2016,1,LAA,AL,87,268,25,56,16,0,5,31,1,0,12,49,0,1,8,2,6 +perezhe01,2016,1,MIL,NL,123,404,50,110,18,3,13,56,34,7,18,94,0,1,3,4,6 +perezma02,2016,1,TEX,AL,33,3,0,1,0,0,0,0,0,0,0,1,0,0,1,0,0 +perezol01,2016,1,WAS,NL,64,3,1,2,1,0,0,0,0,0,0,0,0,0,0,0,0 +perezro02,2016,1,CLE,AL,61,153,14,28,6,1,3,17,0,0,23,44,0,0,5,3,4 +perezsa02,2016,1,KCA,AL,139,514,57,127,28,2,22,64,0,0,22,119,3,8,0,2,12 +perezwi01,2016,1,ATL,NL,11,17,0,0,0,0,0,0,0,0,0,5,0,0,2,0,1 +perezye01,2016,1,MIA,NL,12,3,5,2,1,0,0,0,4,2,0,1,0,0,0,0,0 +perkigl01,2016,1,MIN,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +peterja01,2016,1,ATL,NL,115,350,45,89,16,1,7,29,5,5,52,69,2,1,2,3,9 +petitgr01,2016,1,LAA,AL,89,204,21,50,13,1,2,17,1,1,15,51,1,1,2,1,7 +petityu01,2016,1,WAS,NL,36,6,0,1,0,0,0,0,0,0,0,2,0,0,1,0,0 +petrija01,2016,1,CHA,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +phamth01,2016,1,SLN,NL,78,159,26,36,7,0,9,17,2,2,20,71,1,3,1,0,3 +phegljo01,2016,1,OAK,AL,26,78,11,20,6,0,1,10,0,0,5,13,0,2,0,1,4 +phelpda01,2016,1,MIA,NL,64,11,0,2,0,0,0,1,0,0,0,3,0,0,2,0,1 +phillbr01,2016,1,CIN,NL,141,550,74,160,34,1,11,64,14,8,18,68,3,8,2,6,17 +phillza01,2016,1,PIT,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pierzaj01,2016,1,ATL,NL,81,247,15,54,15,0,2,23,1,0,6,29,1,3,0,3,13 +pillake01,2016,1,TOR,AL,146,548,59,146,35,2,7,53,14,6,24,90,0,6,3,3,12 +pinama01,2016,1,MIL,NL,33,71,4,18,4,0,2,12,0,1,10,15,0,0,0,0,2 +pindebr01,2016,1,NYA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pindech01,2016,1,OAK,AL,22,51,4,12,4,0,1,4,0,0,3,14,0,0,0,1,1 +pinedmi01,2016,1,NYA,AL,32,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +pintojo01,2016,1,MIL,NL,6,5,1,0,0,0,0,0,0,0,1,4,0,0,0,0,0 +pireljo01,2016,1,SDN,NL,15,39,2,6,2,0,0,0,0,1,1,9,0,0,1,0,0 +piscost01,2016,1,SLN,NL,153,582,86,159,35,3,22,85,7,5,51,133,0,12,1,2,14 +plaweke01,2016,1,NYN,NL,48,132,6,26,6,0,1,11,0,0,17,33,2,2,0,0,1 +plouftr01,2016,1,MIN,AL,84,319,35,83,13,1,12,47,1,0,19,60,0,2,1,3,11 +plutkad01,2016,1,CLE,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +polangr01,2016,1,PIT,NL,144,527,79,136,34,4,22,86,17,6,53,119,6,0,1,6,13 +polanjo01,2016,1,MIN,AL,69,245,24,69,15,4,4,27,4,3,17,46,0,3,2,3,3 +polloaj01,2016,1,ARI,NL,12,41,9,10,0,0,2,4,4,0,5,8,0,0,0,0,1 +pomerdr01,2016,1,SDN,NL,17,33,2,5,0,0,1,4,0,0,0,19,0,0,2,0,1 +pomerdr01,2016,2,BOS,AL,14,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +pompeda01,2016,1,TOR,AL,8,2,3,0,0,0,0,0,2,1,0,1,0,0,0,0,0 +porceri01,2016,1,BOS,AL,33,5,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +poseybu01,2016,1,SFN,NL,146,539,82,155,33,2,14,80,6,1,64,68,7,3,0,8,18 +poundbr01,2016,1,KCA,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pradoma01,2016,1,MIA,NL,153,600,70,183,37,3,8,75,2,2,49,69,4,4,0,5,24 +preslal01,2016,1,MIL,NL,47,116,12,23,2,0,3,11,0,2,11,25,1,1,0,1,2 +preslal01,2016,2,DET,AL,3,5,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +pressry01,2016,1,MIN,AL,72,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +priceda01,2016,1,BOS,AL,35,10,0,0,0,0,0,0,0,0,1,8,0,0,0,0,0 +profaju01,2016,1,TEX,AL,90,272,35,65,6,3,5,20,2,1,30,61,0,3,2,0,7 +puigya01,2016,1,LAN,NL,104,334,45,88,14,2,11,45,5,2,24,74,0,7,0,3,10 +pujolal01,2016,1,LAA,AL,152,593,71,159,19,0,31,119,4,0,49,75,6,2,0,6,24 +purkema01,2016,1,CHA,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +putnaza01,2016,1,CHA,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +quackke01,2016,1,SDN,NL,60,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +quallch01,2016,1,COL,NL,44,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +quereju01,2016,1,TBA,AL,4,11,1,1,0,1,0,2,0,0,0,6,0,0,0,0,0 +quinnro01,2016,1,PHI,NL,15,57,10,15,4,0,0,6,5,1,8,19,0,2,2,0,0 +quintjo01,2016,1,CHA,AL,32,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +raburry01,2016,1,COL,NL,113,223,30,49,10,2,9,30,0,0,28,80,0,2,0,3,6 +ramiral03,2016,1,SDN,NL,128,421,33,101,19,2,5,41,6,9,17,56,3,4,0,2,7 +ramiral03,2016,2,TBA,AL,17,57,5,14,3,0,1,7,2,0,4,7,0,0,1,0,1 +ramirer02,2016,1,TBA,AL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ramirha01,2016,1,BOS,AL,147,549,81,157,28,1,30,111,9,3,60,120,5,7,0,4,17 +ramirjc01,2016,1,CIN,NL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ramirjc01,2016,2,LAA,AL,43,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ramirjo01,2016,1,CLE,AL,152,565,84,176,46,3,11,76,22,7,44,62,1,4,1,4,10 +ramirjo02,2016,1,ATL,NL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ramirne01,2016,1,CHN,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ramirne01,2016,2,MIL,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ramirne01,2016,3,MIN,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ramirno01,2016,1,BOS,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ramosaj01,2016,1,MIA,NL,67,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ramosce01,2016,1,TEX,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ramosed02,2016,1,PHI,NL,42,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +ramoswi01,2016,1,WAS,NL,131,482,58,148,25,0,22,80,0,0,35,79,2,2,0,4,17 +ranauan01,2016,1,TEX,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ranauan01,2016,2,CHA,AL,7,3,1,1,0,0,1,1,0,0,0,1,0,0,0,0,0 +rasmuco01,2016,1,HOU,AL,107,369,38,76,10,0,15,54,4,1,43,121,0,0,1,4,5 +rasmuco02,2016,1,LAA,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ravinjo01,2016,1,LAN,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rayro02,2016,1,ARI,NL,32,53,3,10,2,0,1,2,0,0,1,26,0,0,6,0,0 +reaco01,2016,1,SDN,NL,20,33,3,4,0,0,0,1,0,0,2,16,0,0,3,0,0 +reaco01,2016,2,MIA,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +realmjt01,2016,1,MIA,NL,137,509,60,154,31,0,11,48,12,4,28,100,1,5,0,3,12 +reckean01,2016,1,ATL,NL,33,90,6,25,8,0,2,15,1,0,16,22,1,2,3,1,0 +reddijo01,2016,1,OAK,AL,68,243,33,72,11,1,8,28,5,0,28,34,5,0,0,1,7 +reddijo01,2016,2,LAN,NL,47,155,20,40,6,0,2,9,3,3,11,22,0,0,0,0,1 +reedad01,2016,1,NYN,NL,80,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reedaj01,2016,1,HOU,AL,45,122,11,20,3,0,3,8,0,0,18,48,0,0,0,1,1 +reedco01,2016,1,CIN,NL,10,11,1,0,0,0,0,0,0,0,1,6,0,0,2,0,0 +reedmi02,2016,1,MIL,NL,8,22,3,4,0,0,0,0,1,0,2,7,0,0,0,0,1 +refsnro01,2016,1,NYA,AL,58,152,25,38,9,0,0,12,2,1,18,30,2,1,0,3,5 +reimono01,2016,1,BAL,AL,104,203,25,45,9,1,6,15,1,2,22,62,0,1,0,1,8 +rendato01,2016,1,CIN,NL,32,60,4,11,2,0,0,3,0,0,5,11,0,0,2,0,4 +rendoan01,2016,1,WAS,NL,156,567,91,153,38,2,20,85,12,6,65,117,2,7,0,8,5 +renfrhu01,2016,1,SDN,NL,11,35,8,13,3,0,4,14,0,0,1,5,1,0,0,0,1 +reverbe01,2016,1,WAS,NL,103,350,44,76,9,7,2,24,14,5,18,34,0,3,2,2,12 +reyesal02,2016,1,SLN,NL,12,14,0,1,0,0,0,1,0,0,0,5,0,0,1,0,1 +reyesjo01,2016,1,NYN,NL,60,255,45,68,13,4,8,24,9,2,23,49,1,0,0,1,3 +reyesjo03,2016,1,MIA,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reynoma01,2016,1,COL,NL,118,393,61,111,24,0,14,53,1,2,42,112,1,4,0,2,6 +reynoma02,2016,1,SFN,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reynoma03,2016,1,NYN,NL,47,89,11,20,8,0,3,13,0,1,4,34,0,1,2,0,2 +richacl01,2016,1,CHN,NL,26,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +richacl01,2016,2,SDN,NL,11,16,0,1,0,0,0,1,0,0,1,9,0,0,3,0,0 +richaga01,2016,1,LAA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rickajo01,2016,1,BAL,AL,85,257,32,69,13,0,5,19,4,1,18,54,0,2,3,2,3 +riverfe01,2016,1,WAS,NL,47,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +riverfe01,2016,2,PIT,NL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +riverre01,2016,1,NYN,NL,65,185,12,41,4,0,6,26,0,0,16,54,3,3,1,2,4 +rivertj01,2016,1,NYN,NL,33,105,10,35,4,1,3,16,0,0,3,17,0,1,0,4,2 +riverya01,2016,1,MIL,NL,35,66,12,14,4,0,0,3,0,0,2,20,0,0,3,0,4 +rizzoan01,2016,1,CHN,NL,155,583,94,170,43,4,32,109,3,5,74,108,8,16,0,3,13 +roachdo01,2016,1,SEA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +roarkta01,2016,1,WAS,NL,34,64,1,8,1,0,0,3,0,0,5,25,0,0,6,0,0 +roberda08,2016,1,CHA,AL,62,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +roberda09,2016,1,SEA,AL,9,19,1,5,1,0,0,1,0,1,1,3,0,0,1,0,2 +robincl01,2016,1,WAS,NL,104,196,16,46,4,0,5,26,0,0,20,38,0,2,1,5,4 +robinsh01,2016,1,LAA,AL,65,98,16,17,3,0,1,10,3,2,10,17,0,1,2,0,3 +robleha01,2016,1,NYN,NL,68,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,1 +rodgebr01,2016,1,HOU,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodnefe01,2016,1,SDN,NL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodnefe01,2016,2,MIA,NL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodonca01,2016,1,CHA,AL,28,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +rodrial01,2016,1,NYA,AL,65,225,19,45,7,0,9,31,3,0,14,67,0,1,0,3,4 +rodried05,2016,1,BOS,AL,20,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +rodrife02,2016,1,OAK,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodrifr03,2016,1,DET,AL,61,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodrijo04,2016,1,PHI,NL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodrise01,2016,1,PIT,NL,140,300,49,81,16,1,18,56,2,1,33,102,2,5,1,3,6 +roech01,2016,1,BAL,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +roech01,2016,2,ATL,NL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rogerja02,2016,1,PIT,NL,23,25,2,2,0,1,0,2,0,0,7,9,0,1,0,0,1 +rogerta01,2016,1,MIN,AL,57,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rojasmi02,2016,1,MIA,NL,123,194,27,48,12,0,1,14,2,1,11,27,2,1,6,2,10 +rollida01,2016,1,SEA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rolliji01,2016,1,CHA,AL,41,149,25,33,8,1,2,8,5,2,16,33,0,0,0,1,2 +romeren01,2016,1,TBA,AL,52,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +romerst01,2016,1,SEA,AL,9,17,1,4,1,0,0,3,0,0,1,4,0,0,0,1,0 +rominan01,2016,1,DET,AL,109,174,21,41,5,2,2,16,8,0,13,38,0,4,3,0,5 +rominau01,2016,1,NYA,AL,62,165,17,40,11,0,4,26,1,0,7,31,1,0,1,3,7 +romose01,2016,1,SFN,NL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rondobr01,2016,1,DET,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rondohe01,2016,1,CHN,NL,54,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +rondojo01,2016,1,PIT,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rondojo02,2016,1,SDN,NL,8,25,1,3,0,0,0,1,0,0,1,4,0,0,0,0,1 +rosalad01,2016,1,SDN,NL,105,214,37,49,12,3,13,35,4,0,29,88,2,1,0,4,2 +rosaral01,2016,1,SLN,NL,20,38,3,7,2,0,0,2,0,0,2,5,0,0,1,0,2 +rosared01,2016,1,MIN,AL,92,335,52,90,17,2,10,32,5,2,12,91,2,2,2,3,4 +rosentr01,2016,1,SLN,NL,45,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +rossda01,2016,1,CHN,NL,67,166,24,38,6,0,10,32,0,1,30,54,6,0,4,5,3 +rossjo01,2016,1,WAS,NL,23,41,2,10,2,0,0,1,0,0,3,15,0,0,0,0,1 +rossro01,2016,1,BOS,AL,54,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rossty01,2016,1,SDN,NL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +rothmi01,2016,1,TEX,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rowenbe01,2016,1,MIL,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ruary01,2016,1,TEX,AL,99,240,40,62,8,1,8,22,9,0,21,76,2,6,0,2,8 +rufda01,2016,1,PHI,NL,43,83,8,17,2,0,3,9,0,1,4,25,0,0,0,2,5 +ruggiju01,2016,1,TEX,AL,1,4,0,1,1,0,0,1,0,0,0,1,0,0,0,0,0 +ruggiju01,2016,2,NYN,NL,8,20,4,7,0,0,2,6,0,1,2,9,0,0,0,0,1 +ruizca01,2016,1,PHI,NL,48,165,18,43,6,0,3,12,3,1,24,28,1,4,0,0,3 +ruizca01,2016,2,LAN,NL,14,36,3,10,2,0,0,3,0,0,3,5,0,1,0,0,1 +ruizri01,2016,1,ATL,NL,5,7,1,2,0,1,0,2,1,0,0,2,0,0,0,0,0 +ruppca01,2016,1,PHI,NL,105,389,36,98,26,1,16,54,1,0,24,114,0,5,0,1,11 +rusinch01,2016,1,COL,NL,29,29,2,5,0,1,0,3,0,0,0,6,0,0,1,0,0 +russead02,2016,1,CHN,NL,151,525,67,125,25,3,21,95,5,1,55,135,6,12,0,6,11 +russeja02,2016,1,PHI,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rutlejo01,2016,1,BOS,AL,28,49,9,13,6,0,0,3,2,0,6,19,0,0,1,0,3 +ryanbr01,2016,1,LAA,AL,17,13,1,1,0,0,0,0,0,0,0,7,0,0,1,0,0 +ryanky01,2016,1,DET,AL,56,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ryuhy01,2016,1,LAN,NL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rzepcma01,2016,1,OAK,AL,56,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rzepcma01,2016,2,WAS,NL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sabatcc01,2016,1,NYA,AL,30,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1 +saladty01,2016,1,CHA,AL,93,298,33,84,14,0,8,38,11,5,13,62,0,3,2,3,11 +salasfe01,2016,1,LAA,AL,58,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +salasfe01,2016,2,NYN,NL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +salazda01,2016,1,CLE,AL,25,5,1,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +salech01,2016,1,CHA,AL,32,6,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +saltaja01,2016,1,DET,AL,92,246,30,42,5,1,12,38,0,0,41,104,1,0,0,5,1 +samarje01,2016,1,SFN,NL,34,64,4,10,5,0,0,9,0,0,1,28,0,0,2,2,3 +sampsad01,2016,1,SEA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sampske01,2016,1,CIN,NL,18,7,0,0,0,0,0,0,0,0,0,6,0,0,0,0,0 +sanchaa01,2016,1,TOR,AL,30,9,0,0,0,0,0,0,0,0,1,5,0,0,0,0,0 +sanchan01,2016,1,DET,AL,35,6,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +sanchca01,2016,1,CHA,AL,53,154,15,32,9,1,4,21,0,1,5,42,0,1,2,1,1 +sanchga02,2016,1,NYA,AL,53,201,34,60,12,0,20,42,1,0,24,57,2,2,0,2,5 +sanchhe01,2016,1,CHA,AL,2,7,0,1,0,0,0,1,0,0,1,2,0,0,0,0,0 +sanchhe01,2016,2,SDN,NL,26,42,3,12,1,0,3,7,0,0,3,8,0,1,0,0,0 +sandopa01,2016,1,BOS,AL,3,6,0,0,0,0,0,0,0,0,1,4,0,0,0,0,0 +sandsje01,2016,1,CHA,AL,24,55,2,13,0,0,1,7,0,0,3,24,0,0,0,0,3 +sanomi01,2016,1,MIN,AL,116,437,57,103,22,1,25,66,1,0,54,178,1,1,0,3,8 +santaca01,2016,1,CLE,AL,158,582,89,151,31,3,34,87,5,2,99,99,0,2,0,5,18 +santada01,2016,1,MIN,AL,75,233,29,56,10,2,2,14,12,9,12,55,0,1,1,1,1 +santado01,2016,1,MIL,NL,77,246,34,63,14,0,11,32,2,3,32,91,0,2,0,1,7 +santaer01,2016,1,MIN,AL,30,5,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +santihe01,2016,1,LAA,AL,22,3,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +santihe01,2016,2,MIN,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sardilu01,2016,1,SEA,AL,32,72,12,13,0,0,2,5,1,1,1,25,0,1,3,0,3 +sardilu01,2016,2,SDN,NL,34,108,13,31,6,1,2,13,3,1,11,23,3,0,1,0,0 +saundmi01,2016,1,TOR,AL,140,490,70,124,32,3,24,57,1,2,59,157,2,5,1,3,14 +saupowa01,2016,1,DET,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +scahiro01,2016,1,PIT,NL,15,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +scahiro01,2016,2,MIL,NL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schaflo01,2016,1,MIN,AL,26,63,8,15,3,1,0,1,0,0,8,16,0,2,1,0,0 +schebsc01,2016,1,CIN,NL,82,257,36,68,12,2,9,40,2,4,19,59,2,6,0,0,5 +schepta01,2016,1,TEX,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +scherma01,2016,1,WAS,NL,34,70,4,13,1,0,0,12,0,0,2,30,0,0,13,0,1 +schimry01,2016,1,SDN,NL,89,276,48,60,17,5,20,51,1,1,42,105,3,9,0,3,3 +schoojo01,2016,1,BAL,AL,162,615,82,164,38,1,25,82,1,2,21,137,0,8,0,3,16 +schugaj01,2016,1,PIT,NL,36,2,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +schulbo02,2016,1,TOR,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schuspa01,2016,1,OAK,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schuspa01,2016,2,PHI,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schwaky01,2016,1,CHN,NL,2,4,0,0,0,0,0,0,0,0,1,2,0,0,0,0,0 +scottro02,2016,1,BOS,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +scribev01,2016,1,SEA,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +scrugxa01,2016,1,MIA,NL,24,62,1,13,3,0,1,5,0,0,5,20,0,2,0,0,1 +seageco01,2016,1,LAN,NL,157,627,105,193,40,5,26,72,3,3,54,133,5,4,0,2,12 +seageky01,2016,1,SEA,AL,158,597,89,166,36,3,30,99,3,1,69,108,10,8,0,2,18 +segedro01,2016,1,LAN,NL,40,73,9,17,2,1,2,12,0,0,6,22,0,2,0,2,1 +segurje01,2016,1,ARI,NL,153,637,102,203,41,7,20,64,33,10,39,101,1,12,4,2,6 +selskst01,2016,1,CIN,NL,24,51,9,16,2,0,2,7,1,0,2,22,0,0,1,0,1 +semiema01,2016,1,OAK,AL,159,568,72,135,27,2,27,75,10,2,51,139,1,0,1,1,12 +severlu01,2016,1,NYA,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +severpe01,2016,1,WAS,NL,16,28,6,9,2,0,2,4,0,0,5,3,0,1,0,0,0 +shaffri01,2016,1,TBA,AL,20,48,5,12,6,0,1,4,0,1,5,18,0,0,0,1,0 +shawbr01,2016,1,CLE,AL,75,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shawtr01,2016,1,BOS,AL,145,480,63,116,34,2,16,71,5,1,43,133,4,3,0,4,10 +shielja02,2016,1,SDN,NL,11,17,1,3,0,0,0,0,0,0,0,11,0,0,2,0,0 +shielja02,2016,2,CHA,AL,22,4,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +shiplbr01,2016,1,ARI,NL,14,26,2,3,1,0,0,2,1,0,0,10,0,0,1,0,0 +shoemma01,2016,1,LAA,AL,27,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +shrevch01,2016,1,NYA,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shuckja01,2016,1,CHA,AL,81,224,27,46,5,2,4,14,3,3,12,21,0,1,3,1,5 +siegrke01,2016,1,SLN,NL,67,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +simmoan01,2016,1,LAA,AL,124,448,48,126,22,2,4,44,10,1,28,38,0,2,1,4,16 +simmosh01,2016,1,ATL,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +simonal01,2016,1,CIN,NL,15,14,0,1,0,0,0,1,0,0,1,7,0,1,3,0,1 +sippto01,2016,1,HOU,AL,60,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +skaggty01,2016,1,LAA,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithbl01,2016,1,CHA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithca02,2016,1,BOS,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithch07,2016,1,OAK,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithja06,2016,1,SDN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithjo05,2016,1,LAA,AL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithjo05,2016,2,CHN,NL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithjo07,2016,1,CIN,NL,33,11,0,2,1,0,0,0,0,0,0,4,0,0,0,0,0 +smithke04,2016,1,CHA,AL,7,16,2,2,0,0,0,0,0,0,0,6,0,0,0,0,1 +smithma05,2016,1,ATL,NL,72,189,28,45,7,4,3,22,16,8,20,48,0,2,3,1,3 +smithse01,2016,1,SEA,AL,137,378,62,94,15,0,16,63,0,0,48,89,1,8,0,4,11 +smithwi04,2016,1,MIL,NL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithwi04,2016,2,SFN,NL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smoakju01,2016,1,TOR,AL,126,299,33,65,10,0,14,34,1,0,40,112,1,2,0,0,7 +smokejo01,2016,1,NYN,NL,20,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +smolija01,2016,1,OAK,AL,99,290,28,69,6,2,7,27,1,2,19,44,0,7,1,2,11 +smylydr01,2016,1,TBA,AL,30,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +snellbl01,2016,1,TBA,AL,19,2,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +snydebr03,2016,1,ATL,NL,37,46,8,11,5,1,4,9,0,0,1,16,0,0,0,0,1 +socolmi01,2016,1,SLN,NL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +solando01,2016,1,NYA,AL,9,22,5,5,2,0,1,2,0,0,1,3,0,0,0,0,0 +solarya01,2016,1,SDN,NL,109,405,55,116,26,1,15,71,1,1,30,63,1,5,0,3,7 +solerjo01,2016,1,CHN,NL,86,227,37,54,9,0,12,31,0,0,31,66,0,3,0,3,5 +solissa01,2016,1,WAS,NL,37,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +somsela01,2016,1,CIN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +soriajo01,2016,1,KCA,AL,70,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sotoge01,2016,1,LAA,AL,26,78,11,21,5,0,4,9,0,0,6,21,0,0,2,0,1 +souzast01,2016,1,TBA,AL,120,430,58,106,17,1,17,49,7,6,31,159,0,5,0,2,5 +spande01,2016,1,SFN,NL,143,572,70,152,23,5,11,53,12,7,53,79,2,4,6,2,8 +spangco01,2016,1,SDN,NL,14,48,6,11,1,1,1,8,1,0,4,13,0,1,0,0,0 +springe01,2016,1,HOU,AL,162,644,116,168,29,5,29,82,9,10,88,178,2,11,0,1,12 +stallja01,2016,1,PIT,NL,5,15,0,6,1,0,0,2,1,0,0,4,0,0,0,0,0 +stantmi03,2016,1,MIA,NL,119,413,56,99,20,1,27,74,0,0,50,140,5,4,0,2,6 +stassma01,2016,1,HOU,AL,9,13,1,1,0,0,0,0,0,0,0,5,0,0,0,0,0 +stephro01,2016,1,CIN,NL,8,10,0,0,0,0,0,0,0,0,0,5,0,0,3,0,1 +stewabr01,2016,1,LAN,NL,7,10,0,1,0,0,0,0,0,0,0,7,0,0,0,0,0 +stewach01,2016,1,PIT,NL,34,98,10,21,4,0,1,7,0,0,12,15,2,3,0,0,2 +storedr01,2016,1,TOR,AL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +storedr01,2016,2,SEA,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +storytr01,2016,1,COL,NL,97,372,67,101,21,4,27,72,8,5,35,130,2,5,2,1,5 +strahma01,2016,1,KCA,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +straida01,2016,1,CIN,NL,34,52,2,1,0,0,0,1,0,0,2,40,0,0,11,0,0 +strasst01,2016,1,WAS,NL,24,48,3,10,1,0,0,2,0,0,2,11,0,0,7,0,2 +stratch01,2016,1,SFN,NL,7,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1 +streehu01,2016,1,LAA,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +strichu01,2016,1,SFN,NL,72,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stripro01,2016,1,LAN,NL,22,24,2,2,0,0,0,1,0,0,2,12,0,0,1,0,0 +stromma01,2016,1,TOR,AL,32,5,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +stroppe01,2016,1,CHN,NL,55,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stubbdr01,2016,1,ATL,NL,20,38,6,9,0,0,1,3,4,0,4,20,0,0,0,0,1 +stubbdr01,2016,2,TEX,AL,19,20,6,6,0,0,2,3,4,0,4,7,0,0,0,1,0 +stubbdr01,2016,3,BAL,AL,20,22,1,3,0,0,0,1,1,1,4,11,0,1,0,0,0 +stumpda01,2016,1,PHI,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sturdty01,2016,1,TBA,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +suareal01,2016,1,SFN,NL,22,21,1,4,2,0,0,2,0,0,0,11,0,0,3,0,0 +suareeu01,2016,1,CIN,NL,159,565,78,140,25,2,21,70,11,5,51,155,0,8,0,3,10 +sucreje01,2016,1,SEA,AL,9,25,4,12,2,0,1,5,0,0,2,5,0,2,0,0,1 +surkaer01,2016,1,OAK,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +susacan01,2016,1,MIL,NL,9,17,3,4,1,0,1,2,0,0,2,5,0,0,0,0,0 +suterbr01,2016,1,MIL,NL,14,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +suzukic01,2016,1,MIA,NL,143,327,48,95,15,5,1,22,10,2,30,42,1,3,3,2,4 +suzukku01,2016,1,MIN,AL,106,345,34,89,24,1,8,49,0,0,18,48,0,5,1,4,9 +swansda01,2016,1,ATL,NL,38,129,20,39,7,1,3,17,3,0,13,34,5,0,1,2,2 +swarzan01,2016,1,NYA,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +swihabl01,2016,1,BOS,AL,19,62,9,16,0,3,0,5,0,1,11,17,0,0,0,1,0 +syndeno01,2016,1,NYN,NL,31,58,6,11,3,0,3,6,0,0,7,34,0,0,2,0,1 +szczuma01,2016,1,CHN,NL,107,185,30,48,9,1,5,24,2,4,13,39,2,1,1,0,2 +taillja01,2016,1,PIT,NL,18,32,0,3,0,0,0,2,0,0,0,17,0,0,4,0,2 +tanakma01,2016,1,NYA,AL,31,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +tapiara01,2016,1,COL,NL,22,38,4,10,0,0,0,3,3,0,2,11,0,0,0,1,0 +tayloch03,2016,1,SEA,AL,2,3,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +tayloch03,2016,2,LAN,NL,34,58,8,12,2,2,1,7,0,0,4,13,1,0,0,0,3 +taylomi02,2016,1,WAS,NL,76,221,28,51,11,0,7,16,14,3,14,77,0,1,0,1,2 +tazawju01,2016,1,BOS,AL,53,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +teherju01,2016,1,ATL,NL,31,49,1,10,1,0,0,2,0,0,1,16,0,0,11,0,1 +teixema01,2016,1,NYA,AL,116,387,43,79,16,0,15,44,2,0,47,105,1,2,0,2,7 +tejadru01,2016,1,SLN,NL,23,34,6,6,2,0,0,3,0,0,2,8,0,1,0,3,1 +tejadru01,2016,2,SFN,NL,13,32,3,5,3,0,0,2,0,0,5,5,0,0,1,0,0 +telisto01,2016,1,MIA,NL,10,13,1,4,0,0,1,4,0,0,0,2,0,0,0,0,0 +teperry01,2016,1,TOR,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tepesni01,2016,1,LAN,NL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +tholejo01,2016,1,TOR,AL,50,118,7,20,3,0,1,7,0,0,13,28,0,1,2,2,4 +thompja03,2016,1,PHI,NL,10,14,0,2,1,0,0,0,0,0,0,5,0,0,3,0,1 +thomptr01,2016,1,LAN,NL,80,236,31,53,11,0,13,32,5,1,26,66,0,0,0,0,3 +thornma01,2016,1,SDN,NL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thornty01,2016,1,MIL,NL,67,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tillmch01,2016,1,BAL,AL,30,2,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +tilsoch01,2016,1,CHA,AL,1,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +tolesan01,2016,1,LAN,NL,48,105,19,33,9,1,3,16,1,1,8,25,2,1,0,1,1 +tollesh01,2016,1,TEX,AL,37,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +tollias01,2016,1,BAL,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tomasya01,2016,1,ARI,NL,140,530,72,144,30,1,31,83,2,4,31,136,4,1,0,1,18 +tomlijo01,2016,1,CLE,AL,30,5,1,2,1,0,0,0,0,0,0,2,0,0,1,0,0 +tomlike01,2016,1,SFN,NL,52,106,13,31,4,0,0,6,5,1,12,18,1,1,1,0,1 +tonkimi01,2016,1,MIN,AL,65,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +torreca01,2016,1,MIL,NL,72,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +torrejo02,2016,1,SDN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +torrero01,2016,1,NYA,AL,72,155,20,40,7,4,1,12,2,1,10,20,0,1,1,1,4 +travide01,2016,1,TOR,AL,101,410,54,123,28,1,11,50,4,1,20,87,0,0,1,1,6 +treinbl01,2016,1,WAS,NL,73,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +triggan01,2016,1,OAK,AL,24,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +tropeni01,2016,1,LAA,AL,13,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +troutmi01,2016,1,LAA,AL,159,549,123,173,32,5,29,100,30,7,116,137,12,11,0,5,5 +trumbma01,2016,1,BAL,AL,159,613,94,157,27,1,47,108,2,0,51,170,1,3,0,0,14 +tsaoch01,2016,1,LAN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tuckepr01,2016,1,HOU,AL,48,134,11,22,8,1,4,8,0,0,8,40,0,2,0,0,2 +tuiasma01,2016,1,ATL,NL,3,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +tuivasa01,2016,1,SLN,NL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tulowtr01,2016,1,TOR,AL,131,492,54,125,21,0,24,79,1,0,43,101,1,5,0,4,14 +turneja01,2016,1,CHA,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +turneju01,2016,1,LAN,NL,151,556,79,153,34,3,27,90,4,1,48,107,1,10,0,8,16 +turnetr01,2016,1,WAS,NL,73,307,53,105,14,8,13,40,33,6,14,59,0,1,0,2,1 +ueharko01,2016,1,BOS,AL,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +uptonbj01,2016,1,SDN,NL,92,344,46,88,11,2,16,45,20,5,23,106,1,2,1,3,5 +uptonbj01,2016,2,TOR,AL,57,148,18,29,4,1,4,16,7,3,14,49,0,0,0,3,1 +uptonju01,2016,1,DET,AL,153,570,81,140,28,2,31,87,9,4,50,179,3,4,0,2,15 +urenajo01,2016,1,MIA,NL,29,17,1,3,0,0,0,0,0,0,1,11,0,0,4,0,0 +uriasju01,2016,1,LAN,NL,18,22,0,3,0,0,0,2,0,0,0,9,0,0,4,0,1 +uribeju01,2016,1,CLE,AL,73,238,19,49,9,0,7,25,0,0,15,49,1,3,0,3,6 +utleych01,2016,1,LAN,NL,138,512,79,129,26,3,14,52,2,2,40,115,1,11,1,1,0 +valaipa01,2016,1,COL,NL,13,19,3,5,1,0,1,2,0,0,0,8,0,0,0,0,0 +valbulu01,2016,1,HOU,AL,90,292,38,76,17,1,13,40,1,1,44,81,2,1,3,2,5 +valdejo03,2016,1,LAA,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +valenda01,2016,1,OAK,AL,130,471,72,135,22,1,17,51,1,1,41,115,1,3,0,2,11 +vanslsc01,2016,1,LAN,NL,52,102,10,23,6,0,1,7,1,2,5,24,1,5,0,1,3 +vargace01,2016,1,SDN,NL,7,8,0,0,0,0,0,0,0,0,0,5,0,0,1,0,0 +vargaja01,2016,1,KCA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vargake01,2016,1,MIN,AL,47,152,27,35,11,0,10,20,0,0,24,57,1,0,0,1,2 +vazquch01,2016,1,BOS,AL,57,172,21,39,9,1,1,12,0,0,10,39,1,2,0,0,3 +velasvi01,2016,1,PHI,NL,24,40,4,8,1,0,0,0,0,0,1,16,0,0,3,0,1 +venabwi01,2016,1,LAN,NL,12,18,2,1,1,0,0,0,0,0,0,5,0,1,0,0,0 +vendipa01,2016,1,TOR,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vendipa01,2016,2,SEA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ventuyo01,2016,1,KCA,AL,32,3,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +verhadr01,2016,1,DET,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +verlaju01,2016,1,DET,AL,34,5,1,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +verrelo01,2016,1,NYN,NL,35,19,1,1,1,0,0,0,0,0,0,12,0,0,3,0,0 +villaca01,2016,1,SDN,NL,51,4,0,0,0,0,0,0,0,0,0,4,0,0,1,0,0 +villajo01,2016,1,MIL,NL,156,589,92,168,38,3,19,63,62,18,79,174,4,2,5,4,7 +vinceni01,2016,1,SEA,AL,60,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vizcaar01,2016,1,ATL,NL,43,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vogelda01,2016,1,SEA,AL,8,12,0,1,0,0,0,0,0,0,1,6,0,0,0,0,0 +vogelry01,2016,1,PIT,NL,24,19,1,1,0,0,0,1,0,0,1,13,0,1,2,0,0 +vogtst01,2016,1,OAK,AL,137,490,54,123,30,2,14,56,0,0,35,83,3,4,0,3,6 +volqued01,2016,1,KCA,AL,34,5,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +vottojo01,2016,1,CIN,NL,158,556,101,181,34,2,29,97,8,1,108,120,15,5,0,8,16 +wachami01,2016,1,SLN,NL,27,39,1,1,0,0,0,0,0,0,3,22,0,0,3,0,1 +wagnety01,2016,1,ARI,NL,3,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +wainwad01,2016,1,SLN,NL,34,62,6,13,7,1,2,18,0,0,2,17,0,0,5,0,1 +waldrky02,2016,1,CIN,NL,15,22,1,5,1,0,0,1,0,1,1,5,0,0,0,0,0 +walkene01,2016,1,NYN,NL,113,412,57,116,9,1,23,55,3,1,42,84,3,1,0,3,11 +walketa01,2016,1,SEA,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wallabr01,2016,1,SDN,NL,119,217,19,41,10,0,6,20,0,0,29,83,3,9,0,1,2 +walshco02,2016,1,MIL,NL,38,47,4,4,1,0,0,2,0,0,15,22,0,1,0,0,1 +walteza01,2016,1,LAN,NL,3,5,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +wangch01,2016,1,KCA,AL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +warread01,2016,1,CHN,NL,29,3,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +warread01,2016,2,NYA,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +watsoto01,2016,1,PIT,NL,70,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +weaveje02,2016,1,LAA,AL,31,9,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +weavelu01,2016,1,SLN,NL,9,13,1,5,0,0,0,0,0,0,0,4,0,0,0,0,0 +webbda01,2016,1,CHA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +webbry01,2016,1,TBA,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +weberry01,2016,1,ATL,NL,16,6,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +weeksje01,2016,1,SDN,NL,17,50,5,7,1,1,0,2,1,0,3,14,0,1,3,0,1 +weeksri01,2016,1,ARI,NL,108,180,29,43,9,1,9,27,5,0,20,54,0,4,0,1,8 +wendejb01,2016,1,OAK,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wendljo01,2016,1,OAK,AL,28,96,11,25,1,0,1,11,2,0,6,16,0,0,0,2,3 +werthja01,2016,1,WAS,NL,143,525,84,128,28,0,21,69,5,1,71,139,0,4,0,6,17 +whalero01,2016,1,ATL,NL,6,10,0,2,0,0,0,0,0,0,0,3,0,0,1,0,0 +whitety01,2016,1,HOU,AL,86,249,24,54,16,0,8,28,1,0,23,65,1,2,0,2,6 +whitlch01,2016,1,TBA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wielajo01,2016,1,SEA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wietema01,2016,1,BAL,AL,124,423,48,103,17,1,17,66,1,0,32,85,1,5,1,3,10 +wilheto01,2016,1,TEX,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wilheto01,2016,2,SEA,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wilkian01,2016,1,MIL,NL,26,24,3,3,1,0,1,3,1,0,3,10,0,0,0,0,1 +willije02,2016,1,SLN,NL,11,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +willima07,2016,1,NYA,AL,12,27,4,8,1,0,0,2,0,0,1,12,0,0,1,0,0 +willima08,2016,1,SFN,NL,54,112,14,25,3,0,6,15,0,1,13,35,0,2,0,0,4 +willitr01,2016,1,PIT,NL,7,1,1,0,0,0,0,1,0,0,2,1,0,0,0,0,0 +wilsoal01,2016,1,DET,AL,62,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wilsobo02,2016,1,DET,AL,5,13,0,2,0,0,0,2,0,0,1,3,0,0,0,1,1 +wilsobo02,2016,2,TEX,AL,42,128,11,32,4,0,3,22,0,0,5,33,0,1,4,3,2 +wilsobo02,2016,3,TBA,AL,28,87,14,20,2,0,4,9,0,0,5,28,0,0,3,0,3 +wilsoju10,2016,1,DET,AL,66,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wilsoty01,2016,1,BAL,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wimmeal01,2016,1,MIN,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +winklda01,2016,1,ATL,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wislema01,2016,1,ATL,NL,29,46,2,7,0,0,0,2,0,0,1,21,0,0,5,1,2 +withrch01,2016,1,ATL,NL,46,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wittgni01,2016,1,MIA,NL,48,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wolteto01,2016,1,COL,NL,71,205,27,53,15,2,3,30,4,1,21,53,2,0,4,0,1 +wongko01,2016,1,SLN,NL,121,313,39,75,7,7,5,23,7,0,34,52,2,9,0,5,3 +woodal02,2016,1,LAN,NL,15,16,2,4,0,0,0,2,0,0,1,9,0,0,2,0,0 +woodbl01,2016,1,CIN,NL,70,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +woodtr01,2016,1,CHN,NL,81,11,0,2,0,0,0,1,0,0,1,5,0,0,0,0,0 +worleva01,2016,1,BAL,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +worthda01,2016,1,HOU,AL,16,39,4,7,2,0,0,1,0,0,1,6,0,0,0,0,1 +wrighda03,2016,1,NYN,NL,37,137,18,31,8,0,7,14,3,2,26,55,0,0,0,0,0 +wrighda04,2016,1,CIN,NL,4,5,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +wrighda04,2016,2,LAA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wrighmi01,2016,1,BAL,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wrighst01,2016,1,BOS,AL,25,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +yateski01,2016,1,NYA,AL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +yelicch01,2016,1,MIA,NL,155,578,78,172,38,3,21,98,9,4,72,138,4,4,0,5,20 +ynoaga01,2016,1,NYN,NL,10,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ynoami01,2016,1,CHA,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ynoara01,2016,1,COL,NL,3,5,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +youngch03,2016,1,KCA,AL,34,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +youngch04,2016,1,BOS,AL,76,203,29,56,18,0,9,24,4,2,21,50,0,3,0,0,4 +younger03,2016,1,NYA,AL,6,1,2,0,0,0,0,0,1,0,0,0,0,0,0,0,0 +youngma03,2016,1,ATL,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +zastrro01,2016,1,CHN,NL,8,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +zieglbr01,2016,1,ARI,NL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +zieglbr01,2016,2,BOS,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +zimmejo02,2016,1,DET,AL,19,4,0,1,0,0,0,0,0,0,0,2,0,0,1,0,0 +zimmery01,2016,1,WAS,NL,115,427,60,93,18,1,15,46,4,1,29,104,1,5,0,6,12 +zobribe01,2016,1,CHN,NL,147,523,94,142,31,3,18,76,6,4,96,82,6,4,4,4,17 +zuninmi01,2016,1,SEA,AL,55,164,16,34,7,0,12,31,0,0,21,65,0,6,0,1,0 +zychto01,2016,1,SEA,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +abadfe01,2017,1,BOS,AL,48,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +abreujo02,2017,1,CHA,AL,156,621,95,189,43,6,33,102,3,0,35,119,6,15,0,4,21 +adamecr01,2017,1,COL,NL,12,13,1,0,0,0,0,0,0,0,1,6,0,0,0,0,0 +adamsau02,2017,1,WAS,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +adamsla01,2017,1,ATL,NL,85,109,19,30,4,1,5,20,10,0,10,37,0,1,1,1,3 +adamsma01,2017,1,SLN,NL,31,48,4,14,2,0,1,7,0,0,4,17,0,0,0,1,0 +adamsma01,2017,2,ATL,NL,100,291,42,79,20,1,19,58,0,0,19,71,5,1,0,3,5 +adducji02,2017,1,DET,AL,29,83,14,20,6,2,1,10,1,1,10,27,0,0,0,0,1 +adlemti01,2017,1,CIN,NL,30,29,0,3,1,0,0,2,0,0,0,10,0,0,3,0,0 +adriaeh01,2017,1,MIN,AL,70,162,30,43,9,2,2,24,8,1,16,25,1,1,1,6,0 +aguilje01,2017,1,MIL,NL,133,279,40,74,15,2,16,52,0,0,25,94,1,4,0,3,8 +ahmedni01,2017,1,ARI,NL,53,167,24,42,8,1,6,21,3,4,10,39,3,1,0,0,6 +alberan01,2017,1,SEA,AL,9,1,0,1,0,0,0,1,0,0,0,0,0,0,2,0,0 +alberma01,2017,1,WAS,NL,63,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +albieoz01,2017,1,ATL,NL,57,217,34,62,9,5,6,28,8,1,21,36,0,3,1,2,3 +albural01,2017,1,KCA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +albural01,2017,2,CHA,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +alcanar01,2017,1,CIN,NL,70,105,13,18,3,1,1,7,2,0,2,38,0,0,1,0,2 +alcanra01,2017,1,OAK,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +alcansa01,2017,1,SLN,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +alcanvi01,2017,1,DET,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +alexasc01,2017,1,KCA,AL,58,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +alfarjo01,2017,1,PHI,NL,29,107,12,34,6,0,5,14,0,0,3,33,1,4,0,0,2 +alforan01,2017,1,TOR,AL,4,8,0,1,1,0,0,0,0,0,0,3,0,0,0,0,0 +allenco01,2017,1,CLE,AL,69,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +allengr01,2017,1,CLE,AL,25,35,7,8,1,0,1,6,1,0,2,8,0,1,0,1,0 +almonab01,2017,1,CLE,AL,69,172,26,40,8,3,3,14,2,1,20,46,0,1,1,1,2 +almonmi01,2017,1,KCA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +almoral01,2017,1,CHN,NL,132,299,39,89,18,1,8,46,1,0,19,53,1,0,3,2,8 +alonsyo01,2017,1,OAK,AL,100,319,52,85,17,0,22,49,1,0,50,88,6,2,0,0,6 +alonsyo01,2017,2,SEA,AL,42,132,20,35,5,0,6,18,1,0,18,30,0,0,0,0,3 +altavda01,2017,1,SEA,AL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +altheaa01,2017,1,PHI,NL,107,372,58,101,24,5,19,65,5,4,32,104,2,7,0,1,12 +altuvjo01,2017,1,HOU,AL,153,590,112,204,39,4,24,81,32,6,58,84,3,9,1,4,19 +alvarda01,2017,1,TEX,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +alvarhe01,2017,1,PHI,NL,3,6,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +alvarjo02,2017,1,LAA,AL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +alvarjo03,2017,1,TBA,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +alvarpe01,2017,1,BAL,AL,14,32,4,10,1,0,1,4,0,0,2,10,0,0,0,0,0 +amarial01,2017,1,COL,NL,96,168,22,40,10,0,3,19,1,0,7,38,0,0,1,0,5 +anderbr04,2017,1,CHN,NL,6,7,0,1,0,0,0,1,0,0,1,3,0,0,0,0,0 +anderbr04,2017,2,TOR,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +anderbr06,2017,1,MIA,NL,25,84,11,22,7,1,0,8,0,0,10,28,0,0,0,1,1 +anderch01,2017,1,MIL,NL,25,52,1,7,1,0,0,3,0,0,0,29,0,0,3,0,1 +anderdr02,2017,1,PHI,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +anderti01,2017,1,CHA,AL,146,587,72,151,26,4,17,56,15,1,13,162,0,3,2,1,13 +anderty01,2017,1,COL,NL,17,26,1,1,0,0,0,0,0,0,1,17,0,0,6,0,1 +andrima01,2017,1,TBA,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +andruel01,2017,1,TEX,AL,158,643,100,191,44,4,20,88,25,10,38,101,0,3,1,4,18 +andujmi01,2017,1,NYA,AL,5,7,0,4,2,0,0,4,1,0,1,0,0,0,0,0,0 +aokino01,2017,1,HOU,AL,71,202,28,55,12,1,2,19,5,2,15,29,1,2,1,4,11 +aokino01,2017,2,TOR,AL,12,32,4,9,1,0,3,8,0,0,1,5,0,0,0,1,0 +aokino01,2017,3,NYN,NL,27,102,16,29,7,1,0,8,5,0,13,10,0,1,0,0,1 +aquinja01,2017,1,BAL,AL,4,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +aranovi01,2017,1,PHI,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +archech01,2017,1,TBA,AL,34,8,1,2,0,0,0,1,0,0,0,3,0,0,0,0,1 +arciaor01,2017,1,MIL,NL,153,506,56,140,17,2,15,53,14,7,36,100,9,1,2,3,10 +arenano01,2017,1,COL,NL,159,606,100,187,43,7,37,130,3,2,62,106,9,4,1,6,21 +armstsh01,2017,1,CLE,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +arrieja01,2017,1,CHN,NL,32,61,2,8,0,1,1,5,0,0,1,32,0,0,2,0,0 +arroybr01,2017,1,CIN,NL,15,26,0,4,0,0,0,0,0,0,0,10,0,0,3,0,0 +arroych01,2017,1,SFN,NL,34,125,9,24,5,0,3,14,1,2,8,32,1,1,0,1,4 +ascheco01,2017,1,CHA,AL,19,57,5,6,1,0,1,4,0,0,3,21,1,2,0,0,1 +asheral01,2017,1,BAL,AL,24,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +astinba01,2017,1,CIN,NL,6,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +asuajca01,2017,1,SDN,NL,89,307,28,83,14,1,4,21,0,1,28,76,0,2,5,1,6 +austity01,2017,1,NYA,AL,20,40,4,9,2,0,2,8,0,0,4,17,0,0,0,2,1 +avilaal01,2017,1,DET,AL,77,219,30,60,11,0,11,32,0,1,43,80,2,1,0,1,6 +avilaal01,2017,2,CHN,NL,35,92,11,22,2,1,3,17,0,0,19,40,0,0,1,0,4 +avilalu01,2017,1,LAN,NL,61,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +avilemi01,2017,1,MIA,NL,37,86,5,20,2,0,1,8,0,0,6,15,2,2,3,0,3 +axforjo01,2017,1,OAK,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +aybarer01,2017,1,SDN,NL,108,333,37,78,15,1,7,22,11,4,28,57,2,4,3,2,5 +baderha01,2017,1,SLN,NL,32,85,10,20,3,0,3,10,2,1,5,24,1,1,0,1,1 +baezja01,2017,1,CHN,NL,145,469,75,128,24,2,23,75,10,3,30,144,15,1,6,2,10 +baezpe01,2017,1,LAN,NL,66,1,0,0,0,0,0,1,0,0,1,1,0,0,0,0,0 +bailean01,2017,1,LAA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +baileho02,2017,1,CIN,NL,18,28,4,7,2,0,0,0,0,0,0,11,0,0,7,0,0 +bandaan01,2017,1,ARI,NL,8,5,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +bandyje01,2017,1,MIL,NL,60,169,14,35,6,0,6,18,1,0,15,51,0,4,0,0,5 +barbajo01,2017,1,PIT,NL,24,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barneau01,2017,1,LAN,NL,102,218,35,63,15,2,8,38,4,1,39,43,1,5,0,0,6 +barneda01,2017,1,TOR,AL,129,336,34,78,14,0,6,25,7,2,18,64,0,2,5,1,13 +barneda02,2017,1,TOR,AL,60,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barneja01,2017,1,MIL,NL,73,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +barnema01,2017,1,BOS,AL,70,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barneto01,2017,1,TEX,AL,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barnhtu01,2017,1,CIN,NL,121,370,26,100,24,2,7,44,4,0,42,68,11,3,5,3,12 +barraky01,2017,1,MIA,NL,66,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +barrefr02,2017,1,OAK,AL,25,71,10,14,1,2,2,6,2,0,5,33,0,0,0,0,1 +barreja01,2017,1,ARI,NL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bassan01,2017,1,TEX,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bastaan01,2017,1,PIT,NL,9,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +bauertr01,2017,1,CLE,AL,32,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +baumabu01,2017,1,SDN,NL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bautijo02,2017,1,TOR,AL,157,587,92,119,27,0,23,65,6,3,84,170,3,8,0,7,16 +bautira01,2017,1,WAS,NL,17,25,2,4,0,0,0,0,0,0,2,5,0,0,0,0,1 +beatope01,2017,1,PHI,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +beckch02,2017,1,CHA,AL,57,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +beckhgo01,2017,1,SEA,AL,11,17,2,3,0,0,0,0,1,0,1,2,0,0,0,0,2 +beckhti01,2017,1,TBA,AL,87,317,31,82,5,3,12,36,5,4,24,110,0,2,1,1,8 +beckhti01,2017,2,BAL,AL,50,216,36,66,13,2,10,26,1,1,12,57,0,2,0,0,2 +bedroca01,2017,1,LAA,AL,48,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +belisma01,2017,1,MIN,AL,62,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +belivje01,2017,1,TOR,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bellch02,2017,1,DET,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bellico01,2017,1,LAN,NL,132,480,87,128,26,4,39,97,10,3,64,146,13,1,0,3,5 +belljo02,2017,1,PIT,NL,159,549,75,140,26,6,26,90,2,4,66,117,4,1,0,4,15 +beltbr01,2017,1,SFN,NL,104,382,63,92,27,3,18,51,3,2,66,104,2,2,0,1,5 +beltrad01,2017,1,TEX,AL,94,340,47,106,22,1,17,71,1,0,39,52,2,4,0,6,7 +beltrca01,2017,1,HOU,AL,129,467,60,108,29,0,14,51,0,0,33,102,3,3,0,6,9 +beninan01,2017,1,BOS,AL,151,573,84,155,26,1,20,90,20,5,70,112,7,6,1,8,16 +benoijo01,2017,1,PHI,NL,44,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +benoijo01,2017,2,PIT,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bergmch01,2017,1,SEA,AL,13,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +berrijo01,2017,1,MIN,AL,26,5,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +berryqu01,2017,1,MIL,NL,7,3,0,0,0,0,0,0,2,1,0,2,0,0,0,0,0 +betande01,2017,1,NYA,AL,66,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bethach01,2017,1,SDN,NL,8,7,0,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +bettich01,2017,1,COL,NL,9,11,1,1,0,0,0,1,0,0,1,6,0,0,3,0,0 +bettsmo01,2017,1,BOS,AL,153,628,101,166,46,2,24,102,26,3,77,79,9,2,0,5,9 +biagijo01,2017,1,TOR,AL,44,2,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0 +bibenau01,2017,1,TEX,AL,24,3,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +birdgr01,2017,1,NYA,AL,48,147,20,28,7,0,9,28,0,0,19,42,0,2,0,2,2 +blachty01,2017,1,SFN,NL,38,44,5,10,2,0,1,7,0,0,4,21,0,0,4,1,1 +blackch02,2017,1,COL,NL,159,644,137,213,35,14,37,104,14,10,65,135,9,10,3,3,4 +blackpa01,2017,1,OAK,AL,10,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +blairaa01,2017,1,ATL,NL,1,1,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0 +blancan01,2017,1,PHI,NL,80,130,10,25,4,0,3,13,1,0,12,34,0,0,0,2,1 +blancgr01,2017,1,ARI,NL,90,224,43,55,10,3,3,13,15,1,31,59,0,0,1,0,2 +blantjo01,2017,1,WAS,NL,51,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +blashja01,2017,1,SDN,NL,61,164,24,35,6,0,5,16,1,2,28,66,0,2,0,1,5 +blazemi01,2017,1,MIL,NL,5,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1 +bleieri01,2017,1,BAL,AL,57,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +blevije01,2017,1,NYN,NL,75,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bogaexa01,2017,1,BOS,AL,148,571,94,156,32,6,10,62,15,1,56,116,6,6,0,2,17 +bolsimi01,2017,1,TOR,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bonifem01,2017,1,ATL,NL,38,38,2,5,1,1,0,3,0,0,1,9,0,0,4,1,1 +bonifjo01,2017,1,KCA,AL,113,384,55,98,15,1,17,40,1,1,35,118,0,2,0,1,8 +bonilli01,2017,1,CIN,NL,10,6,0,1,0,0,0,0,0,0,1,3,0,1,0,0,0 +bormajo01,2017,1,PIT,NL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +boshebu01,2017,1,MIN,AL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bostich01,2017,1,PIT,NL,20,27,6,8,2,0,0,1,0,1,4,9,0,1,0,0,0 +bourjpe01,2017,1,TBA,AL,100,188,27,42,9,3,5,15,5,4,12,53,0,1,1,1,2 +bourju01,2017,1,MIA,NL,108,377,52,109,18,0,25,83,1,0,47,95,7,1,0,4,10 +bowmama01,2017,1,SLN,NL,76,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +boxbebr01,2017,1,TBA,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +boydma01,2017,1,DET,AL,26,3,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +boyerbl01,2017,1,BOS,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brachbr01,2017,1,BAL,AL,67,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brachsi01,2017,1,ARI,NL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bradfch02,2017,1,NYN,NL,28,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +bradlar01,2017,1,ARI,NL,63,4,0,1,0,0,0,1,0,0,0,2,0,0,0,0,0 +bradlja02,2017,1,BOS,AL,133,482,58,118,19,3,17,63,8,3,48,124,4,9,0,2,8 +bradymi01,2017,1,OAK,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brantmi02,2017,1,CLE,AL,90,338,47,101,20,1,9,52,11,1,31,50,3,2,0,4,8 +brantro01,2017,1,CHA,AL,14,31,4,9,1,0,2,5,0,0,3,14,0,2,0,0,0 +braulst01,2017,1,PIT,NL,12,13,2,3,1,0,0,2,0,0,0,0,0,0,0,0,0 +braunry02,2017,1,MIL,NL,104,380,58,102,28,2,17,52,12,4,38,76,2,3,0,4,15 +brebbjo01,2017,1,SLN,NL,50,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bregmal01,2017,1,HOU,AL,155,556,88,158,39,5,19,71,17,5,55,97,2,7,1,7,15 +breslcr01,2017,1,MIN,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +breslcr01,2017,2,CLE,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +briceau01,2017,1,CIN,NL,22,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +bridwpa01,2017,1,LAA,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brinsle01,2017,1,MIL,NL,21,47,2,5,0,1,2,3,1,0,7,17,1,1,0,0,0 +brittza01,2017,1,BAL,AL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brothre01,2017,1,ATL,NL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +broxtjo01,2017,1,SLN,NL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +broxtke01,2017,1,MIL,NL,143,414,66,91,15,4,20,49,21,7,40,175,1,7,1,1,3 +bruceja01,2017,1,NYN,NL,103,406,61,104,20,0,29,75,0,1,39,102,0,1,0,2,9 +bruceja01,2017,2,CLE,AL,43,149,21,37,9,2,7,26,1,0,18,37,0,1,0,1,2 +brugmja01,2017,1,OAK,AL,48,143,12,38,2,0,3,12,1,2,18,38,1,0,0,1,1 +bryankr01,2017,1,CHN,NL,151,549,111,162,38,4,29,73,7,5,95,128,5,15,0,6,8 +buchaja01,2017,1,CIN,NL,5,2,1,1,0,0,0,1,0,0,1,1,0,0,0,0,0 +buchhcl01,2017,1,PHI,NL,2,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +buchtry01,2017,1,SDN,NL,42,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +buchtry01,2017,2,KCA,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +buehlwa01,2017,1,LAN,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bumgama01,2017,1,SFN,NL,17,34,4,7,0,0,3,5,0,0,2,11,0,0,0,0,1 +bummeaa01,2017,1,CHA,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bundydy01,2017,1,BAL,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +burnsbi02,2017,1,KCA,AL,7,6,1,1,0,0,0,0,0,1,0,1,0,0,0,0,0 +busenal01,2017,1,MIN,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bushma01,2017,1,TEX,AL,57,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +buterdr01,2017,1,KCA,AL,75,163,18,37,4,1,3,14,0,0,12,41,0,1,1,0,0 +butleed01,2017,1,CHN,NL,13,15,0,1,0,0,0,0,0,0,1,6,0,0,3,0,0 +buxtoby01,2017,1,MIN,AL,140,462,69,117,14,6,16,51,29,1,38,150,2,4,5,2,1 +cabreas01,2017,1,NYN,NL,135,479,66,134,32,0,14,59,3,2,50,83,1,5,1,5,19 +cabreme01,2017,1,CHA,AL,98,397,54,117,17,0,13,56,0,0,25,52,1,1,2,3,7 +cabreme01,2017,2,KCA,AL,58,223,24,60,13,2,4,29,1,2,11,22,0,1,0,3,12 +cabremi01,2017,1,DET,AL,130,469,50,117,22,0,16,60,0,1,54,110,6,3,0,3,15 +cahiltr01,2017,1,SDN,NL,11,13,1,4,1,0,0,2,0,0,1,3,0,0,3,0,0 +cahiltr01,2017,2,KCA,AL,10,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +cainlo01,2017,1,KCA,AL,155,584,86,175,27,5,15,49,26,2,54,100,1,5,0,2,20 +cainma01,2017,1,SFN,NL,27,32,1,5,2,0,0,2,0,0,0,20,0,0,2,0,0 +calhoko01,2017,1,LAA,AL,155,569,77,139,23,2,19,71,5,1,71,134,4,8,0,6,10 +calhowi01,2017,1,TEX,AL,13,34,3,9,0,0,1,4,0,0,2,7,0,1,0,0,0 +calixor01,2017,1,SFN,NL,29,49,5,7,1,0,0,6,1,0,3,16,0,0,1,2,1 +callaja01,2017,1,NYN,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +camarjo01,2017,1,ATL,NL,82,241,30,72,21,2,4,27,0,0,12,51,2,0,2,1,5 +campole01,2017,1,TOR,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +candeje01,2017,1,CHN,NL,11,33,2,5,2,0,1,3,0,0,1,12,0,2,0,0,1 +candeje01,2017,2,DET,AL,27,94,16,31,7,0,2,13,0,0,12,18,0,0,0,0,2 +canhama01,2017,1,OAK,AL,57,173,16,36,13,1,5,14,2,0,7,56,0,6,0,1,5 +canoro01,2017,1,SEA,AL,150,592,79,166,33,0,23,97,1,0,49,85,8,4,0,3,18 +cappsca01,2017,1,SDN,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +caratvi01,2017,1,CHN,NL,31,59,6,15,3,0,1,2,0,0,4,13,1,3,0,0,3 +cardust01,2017,1,COL,NL,15,28,2,4,0,0,0,3,0,0,3,7,0,1,0,0,0 +carlesh01,2017,1,COL,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +carpema01,2017,1,SLN,NL,145,497,91,120,31,2,23,69,2,1,109,125,4,9,2,5,5 +carraca01,2017,1,CLE,AL,32,4,1,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +carreez01,2017,1,TOR,AL,131,287,38,81,10,1,8,20,10,1,30,75,0,3,5,0,4 +cartech02,2017,1,NYA,AL,62,184,20,37,5,1,8,26,0,0,20,76,0,2,0,2,5 +casalcu01,2017,1,TBA,AL,9,9,2,3,0,0,1,3,0,0,3,3,0,0,0,1,0 +cashnan01,2017,1,TEX,AL,28,5,0,1,0,0,0,1,0,0,0,2,0,0,1,1,0 +casteni01,2017,1,DET,AL,157,614,73,167,36,10,26,101,4,5,41,142,0,5,0,5,12 +castifa01,2017,1,LAN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +castilu02,2017,1,CIN,NL,15,29,0,2,0,0,0,1,0,0,1,11,0,0,3,0,0 +castiwe01,2017,1,BAL,AL,96,341,44,96,11,0,20,53,0,0,22,97,0,0,0,2,10 +castrja01,2017,1,MIN,AL,110,356,49,86,22,0,10,47,0,0,45,108,1,4,1,1,10 +castrmi01,2017,1,BAL,AL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +castrsi01,2017,1,OAK,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +castrst01,2017,1,NYA,AL,112,443,66,133,18,1,16,63,2,0,23,93,1,4,0,3,9 +cecchga02,2017,1,NYN,NL,32,77,4,16,2,0,1,7,0,1,4,19,1,1,0,0,3 +cecilbr01,2017,1,SLN,NL,73,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cecilda01,2017,1,TOR,AL,3,5,2,2,1,0,1,3,0,0,0,0,0,0,0,0,0 +cedenxa01,2017,1,TBA,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +centeju01,2017,1,HOU,AL,22,52,5,12,0,0,2,4,0,0,4,12,1,0,1,0,2 +cervefr01,2017,1,PIT,NL,81,265,31,66,13,2,5,31,0,2,32,65,0,6,0,1,7 +cervehu01,2017,1,MIA,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cespeyo01,2017,1,NYN,NL,81,291,46,85,17,2,17,42,0,1,26,61,5,2,0,2,7 +cessalu01,2017,1,NYA,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chacial01,2017,1,CIN,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chacijh01,2017,1,SDN,NL,34,54,0,12,2,0,0,4,1,0,0,11,0,0,7,0,2 +chafian01,2017,1,ARI,NL,71,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chapmar01,2017,1,NYA,AL,52,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chapmma01,2017,1,OAK,AL,84,290,39,68,23,2,14,40,0,3,32,92,0,2,0,2,2 +chatwty01,2017,1,COL,NL,35,39,5,6,1,0,0,2,0,0,1,9,0,0,7,0,0 +chaveje01,2017,1,LAA,AL,38,5,0,0,0,0,0,0,0,0,0,5,0,0,1,0,0 +chenwe02,2017,1,MIA,NL,9,8,0,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +chiriro01,2017,1,TEX,AL,88,263,46,67,13,1,17,38,1,0,34,79,0,10,1,1,5 +chiselo01,2017,1,CLE,AL,82,236,34,68,17,1,12,53,2,2,25,55,2,3,3,3,6 +choiji01,2017,1,NYA,AL,6,15,2,4,1,0,2,5,0,0,2,5,0,0,0,1,1 +choosh01,2017,1,TEX,AL,149,544,96,142,20,1,22,78,12,3,77,134,1,7,3,5,18 +cingrto01,2017,1,CIN,NL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cingrto01,2017,2,LAN,NL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cishest01,2017,1,SEA,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cishest01,2017,2,TBA,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +claibpr01,2017,1,TEX,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +claudal01,2017,1,TEX,AL,70,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clevimi01,2017,1,CLE,AL,27,2,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +clippty01,2017,1,NYA,AL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clippty01,2017,2,CHA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clippty01,2017,3,HOU,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cloydty01,2017,1,SEA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cobbal01,2017,1,TBA,AL,29,6,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +coghlch01,2017,1,TOR,AL,36,75,7,15,2,0,1,5,0,0,9,22,0,2,1,1,2 +coleaj01,2017,1,WAS,NL,11,14,0,2,0,0,0,0,0,0,2,5,0,0,0,0,0 +colege01,2017,1,PIT,NL,34,55,3,9,1,0,1,3,0,0,1,21,0,0,12,0,1 +colemdu01,2017,1,SDN,NL,27,66,6,15,3,0,4,9,1,0,2,33,0,2,0,1,1 +coleta01,2017,1,TOR,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +collity01,2017,1,DET,AL,49,150,18,29,4,1,5,14,0,4,18,55,0,0,0,1,2 +collmjo01,2017,1,ATL,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +colomal01,2017,1,TBA,AL,65,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +colonba01,2017,1,ATL,NL,13,15,1,0,0,0,0,0,0,0,0,8,0,0,0,0,1 +colonba01,2017,2,MIN,AL,15,4,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +colonch01,2017,1,KCA,AL,7,17,1,3,0,0,0,0,0,0,1,3,0,0,1,0,2 +colonch01,2017,2,MIA,NL,17,33,3,5,1,0,0,0,0,0,4,7,1,0,1,0,2 +confomi01,2017,1,NYN,NL,109,373,72,104,20,1,27,68,2,0,57,113,5,8,0,2,3 +conlead01,2017,1,MIA,NL,22,24,3,3,0,0,0,0,0,0,2,14,0,0,6,0,0 +contrwi01,2017,1,CHN,NL,117,377,50,104,21,0,21,74,5,4,45,98,2,3,1,2,13 +coopega03,2017,1,NYA,AL,13,43,3,14,5,1,0,6,0,0,1,12,0,0,0,1,0 +corbipa01,2017,1,ARI,NL,35,56,6,7,0,1,0,0,0,0,6,28,0,0,8,0,0 +cordefr02,2017,1,SDN,NL,30,92,15,21,3,3,3,9,1,1,6,44,0,0,1,0,0 +cordoal01,2017,1,SDN,NL,100,202,17,42,2,2,4,15,2,2,18,54,1,4,0,3,2 +correca01,2017,1,HOU,AL,109,422,82,133,25,1,24,84,2,1,53,92,5,2,0,4,12 +cosarja01,2017,1,SDN,NL,7,4,0,0,0,0,0,0,0,0,0,2,0,0,2,0,0 +cottojh01,2017,1,OAK,AL,24,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +couloda01,2017,1,OAK,AL,72,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +coveydy01,2017,1,CHA,AL,18,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +cowarka01,2017,1,LAA,AL,50,102,18,23,5,1,3,11,4,2,10,28,1,3,2,0,4 +cozarza01,2017,1,CIN,NL,122,438,80,130,24,7,24,63,3,0,62,78,0,3,0,4,5 +crawfbr01,2017,1,SFN,NL,144,518,58,131,34,1,14,77,3,5,42,113,3,1,0,9,18 +crawfjp01,2017,1,PHI,NL,23,70,8,15,4,1,0,6,1,0,16,22,0,0,0,1,1 +crichst01,2017,1,BAL,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +crickky01,2017,1,SFN,NL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +crockky01,2017,1,CLE,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +croncj01,2017,1,LAA,AL,100,339,39,84,14,1,16,56,3,2,22,96,0,7,0,3,5 +cruzne02,2017,1,SEA,AL,155,556,91,160,28,0,39,119,1,1,70,140,7,12,0,7,15 +cuetojo01,2017,1,SFN,NL,25,46,3,4,0,0,0,3,0,0,1,15,0,0,4,1,0 +cuevawi01,2017,1,DET,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +culbech01,2017,1,LAN,NL,15,13,0,2,1,0,0,1,0,0,2,4,0,0,0,0,2 +curtijo02,2017,1,MIN,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +curtiza01,2017,1,SEA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +curtiza01,2017,2,PHI,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cuthbch01,2017,1,KCA,AL,58,143,10,33,7,0,2,18,0,0,9,39,0,0,0,1,2 +danisty01,2017,1,CHA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +darnach01,2017,1,ATL,NL,11,8,5,3,0,0,0,0,0,0,2,3,0,0,0,0,0 +darnach01,2017,2,BOS,AL,2,1,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +darnach01,2017,3,SDN,NL,22,49,5,7,2,0,1,3,5,1,2,17,1,0,0,0,0 +darnatr01,2017,1,NYN,NL,112,348,39,85,19,1,16,57,0,0,23,59,3,2,0,3,12 +darviyu01,2017,1,TEX,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +darviyu01,2017,2,LAN,NL,9,17,0,1,0,0,0,0,0,0,1,14,0,0,2,0,0 +davidma02,2017,1,CHA,AL,118,414,43,91,16,1,26,68,0,1,19,165,0,5,0,5,12 +davieza01,2017,1,MIL,NL,33,48,7,6,2,0,0,3,0,0,7,15,0,0,14,0,1 +davisch02,2017,1,BAL,AL,128,456,65,98,15,1,26,61,1,1,61,195,4,3,0,4,7 +davisjd01,2017,1,HOU,AL,25,62,8,14,4,0,4,7,1,1,4,20,0,1,0,1,3 +daviskh01,2017,1,OAK,AL,153,566,91,140,28,1,43,110,4,0,73,195,1,6,0,7,20 +davisra01,2017,1,OAK,AL,100,300,49,70,17,2,5,18,26,6,26,70,1,0,1,1,10 +davisra01,2017,2,BOS,AL,17,36,7,9,2,0,0,2,3,1,1,13,0,1,0,0,2 +davisro03,2017,1,CIN,NL,7,6,0,1,1,0,0,0,0,0,0,5,0,1,1,0,0 +davista01,2017,1,CHN,NL,8,13,1,3,1,0,0,1,0,0,0,4,0,0,0,0,0 +daviswa01,2017,1,CHN,NL,59,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +daytogr01,2017,1,LAN,NL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +deazaal01,2017,1,WAS,NL,28,62,8,12,2,3,0,9,1,0,3,16,1,0,3,2,1 +deckeja01,2017,1,OAK,AL,17,50,4,10,1,1,0,1,1,1,8,17,0,1,3,0,1 +degroja01,2017,1,NYN,NL,37,71,6,15,1,0,1,4,1,0,2,22,0,0,4,0,0 +dejonch01,2017,1,SEA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dejonpa01,2017,1,SLN,NL,108,417,55,119,26,1,25,65,1,0,21,124,1,4,0,1,8 +delarjo01,2017,1,ARI,NL,66,0,1,0,0,0,0,0,0,0,0,0,0,0,2,0,0 +delarru01,2017,1,ARI,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +deleojo03,2017,1,TBA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +delgara01,2017,1,ARI,NL,26,8,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +delmoni01,2017,1,CHA,AL,43,141,25,37,4,0,9,23,2,0,23,31,0,2,0,0,5 +dendema01,2017,1,DET,AL,4,7,1,1,0,0,0,0,0,0,1,4,0,0,0,0,0 +dermoma01,2017,1,TOR,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +descada01,2017,1,ARI,NL,131,344,47,80,16,5,10,51,4,0,48,89,0,4,0,2,6 +deshide02,2017,1,TEX,AL,120,376,75,101,15,2,6,22,29,8,44,109,0,3,13,4,2 +desmoia01,2017,1,COL,NL,95,339,47,93,11,1,7,40,15,4,24,87,1,4,2,4,13 +despaod01,2017,1,MIA,NL,18,19,0,2,0,0,0,1,0,0,0,5,0,0,1,0,0 +devench02,2017,1,HOU,AL,62,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +deverra01,2017,1,BOS,AL,58,222,34,63,14,0,10,30,3,1,18,57,3,0,0,0,5 +diazal02,2017,1,SLN,NL,79,286,31,74,17,0,7,20,4,1,13,42,1,0,1,1,9 +diazda01,2017,1,HOU,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +diazed04,2017,1,SEA,AL,66,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +diazel01,2017,1,PIT,NL,64,188,18,42,14,0,1,19,1,0,11,38,0,0,0,1,8 +diazja01,2017,1,COL,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +diazju03,2017,1,TBA,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +diazmi02,2017,1,SDN,NL,31,3,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +diazya01,2017,1,CLE,AL,49,156,25,41,8,1,0,13,2,0,21,35,0,1,0,1,5 +dickeco01,2017,1,TBA,AL,150,588,84,166,33,4,27,62,4,3,35,152,6,3,0,2,11 +dickera01,2017,1,ATL,NL,31,61,0,9,0,0,0,5,0,0,0,12,0,0,7,0,0 +dicksok01,2017,1,LAN,NL,7,7,0,1,0,0,0,0,0,0,2,2,1,0,0,0,0 +diekmja01,2017,1,TEX,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dietrde01,2017,1,MIA,NL,135,406,56,101,22,5,13,53,0,1,36,98,5,18,0,4,4 +difowi01,2017,1,WAS,NL,124,332,47,90,10,4,5,21,10,1,24,74,6,1,5,3,7 +donaljo02,2017,1,TOR,AL,113,415,65,112,21,0,33,78,2,2,76,111,1,3,0,2,5 +doolise01,2017,1,OAK,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +doolise01,2017,2,WAS,NL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +doziebr01,2017,1,MIN,AL,152,617,106,167,30,4,34,93,16,7,78,141,6,8,0,2,11 +drakeol01,2017,1,BAL,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +drakeol01,2017,2,MIL,NL,61,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +drewst01,2017,1,WAS,NL,46,95,9,24,7,0,1,17,0,0,8,21,0,0,0,3,2 +drurybr01,2017,1,ARI,NL,135,445,41,119,37,2,13,63,1,1,28,103,1,5,0,2,9 +dudalu01,2017,1,NYN,NL,75,252,30,62,21,0,17,37,0,0,37,73,4,2,0,0,6 +dudalu01,2017,2,TBA,AL,52,171,20,30,7,0,13,27,0,0,23,62,2,4,0,2,3 +duensbr01,2017,1,CHN,NL,68,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,1 +duffety01,2017,1,MIN,AL,56,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +duffyda01,2017,1,KCA,AL,24,2,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +dukeza01,2017,1,SLN,NL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dullry01,2017,1,OAK,AL,49,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dunnmi01,2017,1,COL,NL,68,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +duvalad01,2017,1,CIN,NL,157,587,78,146,37,3,31,99,5,3,39,170,1,10,0,11,11 +dysonja01,2017,1,SEA,AL,111,346,56,87,13,3,5,30,28,7,28,55,2,10,4,2,3 +dysonsa01,2017,1,TEX,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dysonsa01,2017,2,SFN,NL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +eatonad02,2017,1,WAS,NL,23,91,24,27,7,1,2,13,3,1,14,18,0,1,0,1,0 +edginjo01,2017,1,NYN,NL,46,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +edwarca01,2017,1,CHN,NL,74,1,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +eflinza01,2017,1,PHI,NL,11,21,1,3,0,0,0,2,0,0,0,13,0,0,1,0,0 +eibnebr01,2017,1,LAN,NL,17,33,3,6,0,0,2,6,0,0,2,17,0,1,0,0,0 +eickhje01,2017,1,PHI,NL,24,31,3,5,1,0,0,0,0,0,0,13,0,0,3,0,0 +eliasro01,2017,1,BOS,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ellinbr02,2017,1,MIA,NL,42,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ellisaj01,2017,1,MIA,NL,51,143,17,30,5,0,6,14,0,0,12,29,0,6,2,0,6 +ellsbja01,2017,1,NYA,AL,112,356,65,94,20,4,7,39,22,3,41,63,3,5,2,0,7 +encared01,2017,1,CLE,AL,157,554,96,143,20,1,38,107,2,0,104,133,5,5,0,5,18 +engelad01,2017,1,CHA,AL,97,301,34,50,11,3,6,21,8,1,19,117,0,8,8,0,1 +ennsdi01,2017,1,MIN,AL,2,2,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +ervinph01,2017,1,CIN,NL,28,58,8,15,2,0,3,10,4,1,4,15,0,1,1,0,1 +eschja01,2017,1,SDN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +escobal02,2017,1,KCA,AL,162,599,71,150,36,5,6,54,4,7,15,102,1,4,7,4,14 +escobed01,2017,1,MIN,AL,129,457,62,116,16,5,21,73,5,1,33,98,3,5,1,3,5 +escobyu01,2017,1,LAA,AL,89,350,43,96,20,1,7,31,1,4,29,51,0,2,0,0,15 +espinda01,2017,1,LAA,AL,77,228,27,37,8,0,6,29,3,5,19,91,1,4,1,2,2 +espinda01,2017,2,SEA,AL,8,16,2,3,2,0,0,2,1,0,1,7,0,0,0,0,0 +espinda01,2017,3,TBA,AL,8,22,1,6,0,0,0,0,0,0,1,11,0,1,0,0,0 +espinpa01,2017,1,MIL,NL,6,4,0,1,0,0,0,0,0,0,0,1,0,0,1,0,0 +espinpa01,2017,2,TEX,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +estevca01,2017,1,COL,NL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +estrama01,2017,1,TOR,AL,33,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +ethiean01,2017,1,LAN,NL,22,34,3,8,1,0,2,3,0,0,4,10,1,0,0,0,0 +evansph01,2017,1,NYN,NL,19,33,4,10,2,0,0,1,0,0,4,8,0,1,0,0,0 +familje01,2017,1,NYN,NL,26,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +fariaja01,2017,1,TBA,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +farmebu01,2017,1,DET,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +farmeky01,2017,1,LAN,NL,20,20,1,6,1,0,0,2,0,0,0,3,0,0,0,0,2 +farquda01,2017,1,TBA,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +farquda01,2017,2,CHA,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +farrelu01,2017,1,KCA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +farrelu01,2017,2,CIN,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +feathta01,2017,1,TBA,AL,17,39,6,7,1,0,2,6,1,0,5,15,0,1,0,2,1 +feddeer01,2017,1,WAS,NL,3,4,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +federti01,2017,1,SFN,NL,13,13,3,3,0,0,2,3,0,0,1,4,0,0,0,0,1 +feldmsc01,2017,1,CIN,NL,21,34,0,1,0,0,0,0,0,0,0,16,0,0,4,0,0 +felizmi01,2017,1,HOU,AL,46,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +felizne01,2017,1,MIL,NL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +felizne01,2017,2,KCA,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ferreje01,2017,1,DET,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fieldjo03,2017,1,LAN,NL,57,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fienca01,2017,1,SEA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fienca01,2017,2,PHI,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fiersmi01,2017,1,HOU,AL,30,1,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +finnebr01,2017,1,CIN,NL,5,5,0,0,0,0,0,0,0,0,0,1,0,0,1,0,1 +fishede01,2017,1,HOU,AL,53,146,21,31,4,1,5,17,3,3,17,54,1,3,0,0,1 +fistedo01,2017,1,BOS,AL,18,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +flaheja01,2017,1,SLN,NL,6,6,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +flahery01,2017,1,BAL,AL,23,38,5,8,1,0,0,4,0,0,4,10,0,1,0,0,0 +flexech01,2017,1,NYN,NL,14,13,0,2,1,0,0,0,0,0,0,7,0,0,1,0,0 +florera02,2017,1,LAA,AL,3,8,0,1,0,0,0,1,0,0,0,1,0,0,0,1,0 +florewi01,2017,1,NYN,NL,110,336,42,91,17,1,18,52,1,1,17,54,1,3,0,6,14 +floripe01,2017,1,PHI,NL,15,46,6,16,4,1,0,6,0,0,3,16,0,0,0,0,1 +florody01,2017,1,CHN,NL,3,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,1 +flowety01,2017,1,ATL,NL,99,317,41,89,16,0,12,49,0,1,31,82,1,20,0,2,6 +flynnbr01,2017,1,KCA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +foltymi01,2017,1,ATL,NL,29,42,1,2,0,0,0,0,0,0,0,27,0,0,7,0,0 +fontano01,2017,1,LAA,AL,12,20,1,1,0,0,1,1,1,1,3,8,0,0,0,0,1 +fontwi01,2017,1,LAN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +forsylo01,2017,1,LAN,NL,119,361,56,81,19,0,6,36,3,2,69,109,1,4,0,5,12 +fowlede01,2017,1,SLN,NL,118,420,68,111,22,9,18,64,7,3,63,101,6,4,0,4,10 +fowledu01,2017,1,NYA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +francma02,2017,1,PHI,NL,154,575,66,132,29,1,24,76,0,0,41,95,3,2,0,5,21 +frankni01,2017,1,MIL,NL,53,82,7,16,2,1,2,10,2,0,5,19,0,2,0,0,1 +frankni01,2017,2,LAA,AL,13,24,2,3,1,0,0,2,0,0,5,3,0,1,0,0,0 +frankse01,2017,1,CHN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fraziad01,2017,1,PIT,NL,121,406,55,112,20,6,6,53,9,5,36,57,2,8,1,3,9 +frazicl01,2017,1,NYA,AL,39,134,16,31,9,4,4,17,1,0,7,43,0,0,0,1,2 +frazito01,2017,1,CHA,AL,81,280,41,58,15,0,16,44,4,3,48,71,1,4,0,3,4 +frazito01,2017,2,NYA,AL,66,194,33,43,4,1,11,32,0,0,35,54,1,10,0,2,6 +freelky01,2017,1,COL,NL,35,52,3,8,1,0,1,2,0,0,1,30,0,0,3,0,0 +freemfr01,2017,1,ATL,NL,117,440,84,135,35,2,28,71,8,5,65,95,14,7,0,2,9 +freemmi01,2017,1,SEA,AL,16,30,3,2,0,0,1,1,0,0,4,9,1,0,0,0,0 +freemmi01,2017,2,LAN,NL,4,5,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +freemmi01,2017,3,CHN,NL,15,25,3,4,2,0,0,0,0,0,2,8,0,0,0,0,1 +freemsa01,2017,1,ATL,NL,58,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +freesda01,2017,1,PIT,NL,130,426,44,112,16,0,10,52,0,1,58,116,5,15,0,4,10 +freitda01,2017,1,ATL,NL,6,17,2,4,2,0,0,2,0,0,0,4,0,0,0,0,1 +friedma01,2017,1,ATL,NL,10,7,1,0,0,0,0,0,0,0,1,3,0,0,1,0,0 +frierer01,2017,1,TEX,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fryerer01,2017,1,SLN,NL,34,71,7,11,3,0,0,3,0,0,11,18,0,1,0,0,3 +fryja01,2017,1,CHA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fuentre01,2017,1,ARI,NL,64,136,19,32,1,2,3,9,4,1,8,35,0,0,1,0,0 +fulmeca01,2017,1,CHA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fulmemi01,2017,1,DET,AL,25,5,0,0,0,0,0,0,0,0,0,2,0,0,0,0,1 +galero01,2017,1,SDN,NL,3,10,1,1,0,0,1,2,0,0,0,2,0,0,0,0,0 +gallaca01,2017,1,KCA,AL,13,24,2,6,1,0,1,5,0,0,3,4,0,0,0,0,1 +gallayo01,2017,1,SEA,AL,28,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +gallegi01,2017,1,NYA,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gallojo01,2017,1,TEX,AL,145,449,85,94,18,3,41,80,7,2,75,196,1,8,0,0,3 +galvifr01,2017,1,PHI,NL,162,608,71,155,29,6,12,61,14,5,45,111,2,4,2,4,12 +gamelbe01,2017,1,SEA,AL,134,509,68,140,27,5,11,59,4,1,36,122,1,1,1,3,8 +gantjo01,2017,1,SLN,NL,7,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +garciad01,2017,1,ATL,NL,52,173,19,41,4,0,5,19,4,0,7,23,0,2,0,1,9 +garciav01,2017,1,CHA,AL,136,518,75,171,27,5,18,80,5,3,33,111,5,9,0,1,14 +garcigr01,2017,1,SLN,NL,133,241,27,61,9,2,2,20,2,1,37,64,0,6,5,1,6 +garcija01,2017,1,OAK,AL,63,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +garcija02,2017,1,ATL,NL,18,31,2,5,1,0,1,7,0,0,1,7,0,0,3,0,0 +garcija02,2017,2,MIN,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +garcija02,2017,3,NYA,AL,8,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +garcija04,2017,1,MIA,NL,68,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +garcile02,2017,1,CHA,AL,87,300,41,81,15,2,9,33,8,5,13,69,0,8,3,2,4 +garcilu03,2017,1,PHI,NL,66,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +garcion01,2017,1,KCA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +garciwi01,2017,1,CHA,AL,44,105,15,25,5,3,2,12,0,0,11,31,0,0,1,2,2 +gardeni01,2017,1,TEX,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gardnbr01,2017,1,NYA,AL,151,594,96,157,26,4,21,63,23,5,72,122,2,8,5,3,4 +garnedu01,2017,1,COL,NL,22,68,5,14,7,0,1,6,0,0,4,24,0,1,1,0,1 +garnedu01,2017,2,OAK,AL,19,44,5,7,1,0,1,3,0,0,8,12,0,0,0,0,2 +garream01,2017,1,CIN,NL,16,19,1,1,1,0,0,1,0,0,0,6,0,0,4,0,3 +gartory01,2017,1,TBA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gartory01,2017,2,SEA,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +garvemi01,2017,1,MIN,AL,23,46,5,9,1,3,0,3,0,0,6,15,0,0,0,0,1 +garzama01,2017,1,MIL,NL,24,35,1,3,0,0,0,1,0,0,0,13,0,1,1,0,0 +gattiev01,2017,1,HOU,AL,84,300,41,79,22,0,12,55,0,1,18,50,0,4,0,3,10 +gausmke01,2017,1,BAL,AL,34,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +gavigsa01,2017,1,SEA,AL,12,5,1,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +gavigsa01,2017,2,KCA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gearrco01,2017,1,SFN,NL,68,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +geedi01,2017,1,TEX,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +geedi01,2017,2,MIN,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gennesc01,2017,1,CIN,NL,141,461,80,136,22,3,27,97,3,2,30,114,1,4,0,2,15 +gentrcr01,2017,1,BAL,AL,77,101,17,26,5,1,2,11,5,4,11,24,0,1,3,1,1 +germado01,2017,1,NYA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +giavojo01,2017,1,BAL,AL,7,10,0,1,0,0,0,0,1,0,0,4,0,0,0,0,0 +gibsoky01,2017,1,MIN,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gileske01,2017,1,HOU,AL,63,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gillaco01,2017,1,SFN,NL,44,80,8,13,4,0,2,8,0,0,5,10,0,1,0,1,3 +gilmase01,2017,1,NYN,NL,2,1,1,1,1,0,0,1,0,0,0,0,0,0,0,0,0 +gimench01,2017,1,MIN,AL,77,186,28,41,9,0,7,16,1,0,33,60,0,4,2,0,3 +giolilu01,2017,1,CHA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +givenmy01,2017,1,BAL,AL,69,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +glasnty01,2017,1,PIT,NL,18,17,1,5,0,0,0,3,0,0,4,7,0,1,1,0,0 +gloveko01,2017,1,WAS,NL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +godleza01,2017,1,ARI,NL,27,42,1,2,0,0,0,2,0,0,2,26,0,0,9,0,0 +goedder01,2017,1,NYN,NL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +goforda01,2017,1,MIL,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +goharlu01,2017,1,ATL,NL,5,9,0,0,0,0,0,0,0,0,0,7,0,0,1,0,1 +goinsry01,2017,1,TOR,AL,143,418,37,99,21,1,9,62,3,2,31,96,0,0,5,5,14 +goldbbr01,2017,1,CHA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +goldspa01,2017,1,ARI,NL,155,558,117,166,34,3,36,120,18,5,94,147,15,8,0,4,14 +gomesya01,2017,1,CLE,AL,105,341,43,79,15,0,14,56,0,0,31,99,0,8,1,2,9 +gomezca01,2017,1,TEX,AL,105,368,51,94,23,1,17,51,13,5,31,127,0,19,3,5,3 +gomezje01,2017,1,PHI,NL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gomezmi01,2017,1,SFN,NL,22,33,3,8,2,0,0,2,0,0,0,6,0,0,0,1,1 +gomezro01,2017,1,SFN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gonzaad01,2017,1,LAN,NL,71,231,14,56,17,0,3,30,0,1,16,43,1,0,0,4,7 +gonzaca01,2017,1,COL,NL,136,470,72,123,34,0,14,57,3,0,56,119,3,2,0,6,9 +gonzaer01,2017,1,CLE,AL,60,110,18,28,6,0,4,11,1,2,3,37,0,0,1,1,1 +gonzagi01,2017,1,WAS,NL,32,66,3,6,0,0,0,5,0,0,4,29,0,0,5,0,0 +gonzama01,2017,1,HOU,AL,134,455,67,138,34,0,23,90,8,3,49,99,4,6,3,2,8 +gonzama02,2017,1,SLN,NL,1,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +gonzama02,2017,2,SEA,AL,10,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +gonzami03,2017,1,CHA,AL,22,6,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +gonzami03,2017,2,TEX,AL,5,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +goodrni01,2017,1,MIN,AL,11,17,1,1,0,0,0,0,0,0,1,10,0,0,0,0,0 +goodwbr01,2017,1,WAS,NL,74,251,41,63,21,1,13,30,6,0,23,69,2,1,0,3,3 +goodyni01,2017,1,CLE,AL,56,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gordoal01,2017,1,KCA,AL,148,476,52,99,20,2,9,45,7,4,45,126,3,14,2,4,7 +gordode01,2017,1,MIA,NL,158,653,114,201,20,9,2,33,60,16,25,93,0,10,2,4,7 +gorete01,2017,1,KCA,AL,12,4,2,0,0,0,0,0,2,2,1,2,0,0,0,0,0 +gosewtu01,2017,1,SEA,AL,11,28,1,2,0,0,0,0,0,0,1,14,0,0,2,0,2 +gosseda01,2017,1,OAK,AL,18,5,1,1,0,0,0,0,0,0,0,4,0,0,2,0,0 +gosseph01,2017,1,PIT,NL,28,40,3,6,1,0,0,2,0,1,2,9,0,0,0,0,1 +gosseph01,2017,2,TEX,AL,12,8,0,1,1,0,0,0,0,0,0,3,0,0,0,0,0 +gotttr01,2017,1,WAS,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gourryu01,2017,1,HOU,AL,139,529,69,158,43,1,18,75,3,2,22,62,1,7,0,6,12 +gracema02,2017,1,WAS,NL,40,5,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +grandcu01,2017,1,NYN,NL,111,337,58,77,22,3,19,52,4,2,53,90,2,2,0,3,4 +grandcu01,2017,2,LAN,NL,36,112,16,18,2,0,7,12,2,0,18,33,0,2,0,0,1 +grandya01,2017,1,LAN,NL,129,438,50,108,27,0,22,58,0,1,40,130,0,0,1,3,10 +graniza01,2017,1,MIN,AL,40,93,14,22,2,0,1,13,2,2,12,9,0,0,1,1,6 +grateju01,2017,1,LAA,AL,48,84,5,17,4,0,0,10,0,0,1,13,0,0,0,2,4 +graveke01,2017,1,OAK,AL,19,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +grayjo02,2017,1,COL,NL,20,38,3,3,0,0,1,3,0,0,1,27,0,0,4,0,0 +grayso01,2017,1,OAK,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grayso01,2017,2,NYA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +greench03,2017,1,NYA,AL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +greengr01,2017,1,WAS,NL,2,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +greensh02,2017,1,DET,AL,71,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gregelu01,2017,1,HOU,AL,65,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gregodi01,2017,1,NYA,AL,136,534,73,153,27,0,25,87,3,1,25,70,1,3,0,7,7 +greinza01,2017,1,ARI,NL,33,62,4,13,4,0,0,4,0,0,2,18,0,1,5,0,0 +grichra01,2017,1,SLN,NL,122,412,53,98,25,3,22,59,6,1,26,133,3,2,0,2,9 +griffaj01,2017,1,TEX,AL,18,5,0,0,0,0,0,0,0,0,1,5,0,0,0,0,0 +grillja01,2017,1,TOR,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grillja01,2017,2,TEX,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grimmju01,2017,1,CHN,NL,50,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1 +grossro01,2017,1,MIN,AL,119,382,62,94,22,1,9,45,3,1,67,79,0,3,2,2,6 +gsellro01,2017,1,NYN,NL,27,34,2,5,0,0,0,4,0,0,6,14,0,0,3,1,0 +guduare01,2017,1,HOU,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guerrde01,2017,1,LAA,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guerrja01,2017,1,MIA,NL,16,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +guerrju02,2017,1,MIL,NL,21,16,0,0,0,0,0,0,0,0,0,4,0,0,5,0,0 +gurkaja01,2017,1,LAA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gustaja01,2017,1,HOU,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guthrje01,2017,1,WAS,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gutiefr01,2017,1,LAN,NL,35,56,8,13,3,0,1,8,0,1,7,16,0,0,0,0,2 +guyerbr01,2017,1,CLE,AL,70,165,23,39,7,1,2,20,2,0,15,43,0,8,2,2,4 +gyorkje01,2017,1,SLN,NL,125,426,52,116,21,2,20,67,6,2,47,105,1,1,0,7,12 +haderjo01,2017,1,MIL,NL,35,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +hahnje01,2017,1,OAK,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +haleyju01,2017,1,MIN,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hamelco01,2017,1,TEX,AL,24,3,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0 +hamilbi02,2017,1,CIN,NL,139,582,85,144,17,11,4,38,59,13,44,133,0,0,5,2,5 +hammeja01,2017,1,KCA,AL,32,8,0,0,0,0,0,0,0,0,0,2,0,0,1,0,1 +handbr01,2017,1,SDN,NL,72,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +hanigmi01,2017,1,SEA,AL,96,369,58,104,25,2,16,47,5,4,31,93,0,9,1,0,9 +hanigry01,2017,1,COL,NL,33,101,9,27,2,0,2,12,0,0,8,26,2,1,1,1,5 +hanneja01,2017,1,SEA,AL,11,20,3,3,0,0,1,1,0,1,0,4,0,0,0,0,0 +hansoal01,2017,1,PIT,NL,37,57,8,11,0,2,0,1,2,1,2,9,0,0,0,0,0 +hansoal01,2017,2,CHA,AL,69,160,28,37,9,1,4,10,9,2,10,43,0,1,1,3,5 +happia01,2017,1,CHN,NL,115,364,62,92,17,3,24,68,8,4,39,129,5,4,2,4,12 +happja01,2017,1,TOR,AL,25,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +hardybl01,2017,1,DET,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hardyjj01,2017,1,BAL,AL,73,254,24,55,13,1,4,24,0,1,12,48,0,1,1,0,7 +harpebr03,2017,1,WAS,NL,111,420,95,134,27,1,29,87,4,2,68,99,11,1,0,3,15 +harrelu01,2017,1,TOR,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +harrijo05,2017,1,PIT,NL,128,486,66,132,26,2,16,47,12,4,28,90,2,23,2,3,5 +harriwi02,2017,1,HOU,AL,46,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hartdo01,2017,1,BAL,AL,51,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +harvema01,2017,1,NYN,NL,19,34,2,2,0,0,0,1,0,0,1,13,0,0,1,0,3 +hatchch02,2017,1,LAN,NL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hatchch02,2017,2,OAK,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hauscmi01,2017,1,TEX,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +haysau01,2017,1,BAL,AL,20,60,4,13,3,0,1,8,0,0,2,16,0,0,0,1,2 +hazelje01,2017,1,ARI,NL,41,52,10,18,2,2,2,10,1,0,9,20,2,0,0,0,0 +headlch01,2017,1,NYA,AL,147,512,77,140,30,1,12,61,9,2,60,132,2,6,1,7,10 +healyry01,2017,1,OAK,AL,149,576,66,156,29,0,25,78,0,1,23,142,0,4,0,2,16 +heanean01,2017,1,LAA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hechaad01,2017,1,MIA,NL,20,65,8,18,2,1,1,6,0,0,1,9,0,0,1,0,1 +hechaad01,2017,2,TBA,AL,77,265,29,68,12,4,7,24,4,1,12,58,1,1,1,2,6 +hedgeau01,2017,1,SDN,NL,120,387,36,83,17,0,18,55,4,1,23,122,3,3,1,3,10 +heisech01,2017,1,WAS,NL,38,74,8,12,3,1,1,5,0,0,5,22,0,0,0,0,1 +hellebe01,2017,1,NYA,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hellije01,2017,1,PHI,NL,20,33,1,3,1,1,0,2,0,0,3,9,0,0,3,0,0 +hellije01,2017,2,BAL,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hembrhe01,2017,1,BOS,AL,62,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hendrky01,2017,1,CHN,NL,25,50,3,5,1,0,0,5,0,0,0,28,0,0,1,0,0 +hendrli01,2017,1,OAK,AL,70,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +heredgu01,2017,1,SEA,AL,123,386,43,96,16,0,6,24,1,5,27,64,2,11,1,1,9 +hernaar01,2017,1,CIN,NL,19,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +hernace02,2017,1,PHI,NL,128,511,85,150,26,6,9,34,15,5,61,104,1,4,0,1,8 +hernada01,2017,1,LAA,AL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hernada01,2017,2,ARI,NL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hernaen02,2017,1,LAN,NL,140,297,46,64,24,2,11,37,3,0,41,80,2,0,1,3,4 +hernafe02,2017,1,SEA,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hernago01,2017,1,SFN,NL,128,310,40,79,20,1,0,22,12,4,31,73,3,3,2,2,6 +hernama02,2017,1,BOS,AL,21,58,7,16,3,0,0,2,0,1,1,15,0,1,0,0,0 +hernate01,2017,1,HOU,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hernate01,2017,2,TOR,AL,26,88,16,23,6,0,8,20,0,1,6,36,0,0,0,1,0 +herreke01,2017,1,KCA,AL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +herreod01,2017,1,PHI,NL,138,526,67,148,42,3,14,56,8,5,31,126,4,4,0,2,13 +herrero01,2017,1,NYA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +herrmch01,2017,1,ARI,NL,106,226,35,41,7,0,10,27,5,0,29,67,0,0,0,1,1 +hestoch01,2017,1,SEA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hestoch01,2017,2,MIN,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +heywaja01,2017,1,CHN,NL,126,432,59,112,15,4,11,59,4,4,41,67,1,3,2,2,8 +hicksaa01,2017,1,NYA,AL,88,301,54,80,18,0,15,52,10,5,51,67,0,3,1,5,8 +hicksjo02,2017,1,DET,AL,60,173,25,46,12,0,6,22,2,1,13,51,0,3,0,1,5 +higasky01,2017,1,NYA,AL,9,18,2,0,0,0,0,0,0,0,2,6,0,0,0,0,0 +hildetr01,2017,1,MIN,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hillaa01,2017,1,SFN,NL,34,68,7,9,2,1,1,7,0,0,11,13,0,0,0,1,2 +hillri01,2017,1,LAN,NL,25,45,1,5,1,0,0,4,0,0,0,18,0,2,1,1,0 +hoffmje02,2017,1,COL,NL,23,33,1,3,1,0,0,1,0,0,0,17,0,0,3,0,1 +holadbr01,2017,1,DET,AL,13,29,1,7,2,0,0,2,0,0,0,1,0,0,0,0,2 +holdejo02,2017,1,NYA,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hollade01,2017,1,CHA,AL,29,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +hollagr01,2017,1,COL,NL,61,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hollima01,2017,1,NYA,AL,105,373,50,86,18,0,19,64,1,0,46,114,0,3,0,5,14 +holmbda01,2017,1,CHA,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +holtbr01,2017,1,BOS,AL,64,140,20,28,6,0,0,7,2,1,19,34,0,3,0,2,3 +hoovejj01,2017,1,ARI,NL,52,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hoskirh01,2017,1,PHI,NL,50,170,37,44,7,0,18,48,2,0,37,46,1,3,0,2,2 +hosmeer01,2017,1,KCA,AL,162,603,98,192,31,1,25,94,6,1,66,104,3,0,0,2,20 +housetj01,2017,1,TOR,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +howeljp01,2017,1,TOR,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hoyinja01,2017,1,TEX,AL,36,72,13,16,3,0,1,7,3,0,4,23,0,0,0,1,0 +hoytja01,2017,1,HOU,AL,43,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +huch02,2017,1,TBA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hudsoda01,2017,1,PIT,NL,71,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +huffmch01,2017,1,SLN,NL,12,14,3,4,0,1,0,0,0,0,1,6,0,0,0,0,0 +hugheja02,2017,1,MIL,NL,67,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hugheph01,2017,1,MIN,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hundlni01,2017,1,SFN,NL,101,287,27,70,23,0,9,35,0,0,12,81,2,0,2,2,6 +hunteto02,2017,1,TBA,AL,61,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hurshja01,2017,1,ATL,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hwangja01,2017,1,SFN,NL,18,52,2,8,1,0,1,5,0,0,5,15,0,0,0,0,1 +iannech01,2017,1,ARI,NL,89,272,38,69,19,0,17,43,0,0,37,87,0,6,0,1,3 +iglesjo01,2017,1,DET,AL,130,463,56,118,33,1,6,54,7,4,21,65,0,1,3,1,6 +iglesra01,2017,1,CIN,NL,63,1,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0 +inciaen01,2017,1,ATL,NL,157,662,93,201,27,5,11,57,22,9,49,94,3,0,3,4,8 +infangr01,2017,1,CHA,AL,52,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +iwakuhi01,2017,1,SEA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jacksau01,2017,1,CLE,AL,85,280,46,89,19,3,7,35,3,1,33,64,0,1,0,4,13 +jacksed01,2017,1,BAL,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jacksed01,2017,2,WAS,NL,19,21,3,2,0,0,0,0,0,0,0,15,0,0,0,0,0 +jackslu01,2017,1,ATL,NL,43,2,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +janispa01,2017,1,BAL,AL,14,26,0,2,0,0,0,3,0,0,1,6,0,0,1,0,1 +jankojo01,2017,1,HOU,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jankotr01,2017,1,SDN,NL,27,75,10,14,2,0,0,1,4,0,9,28,0,1,2,0,2 +janseke01,2017,1,LAN,NL,65,4,0,2,1,0,0,1,0,0,0,0,0,0,0,0,1 +jasojo01,2017,1,PIT,NL,126,256,28,54,19,0,10,35,1,1,40,66,2,5,0,1,5 +jayemy01,2017,1,DET,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jayjo02,2017,1,CHN,NL,141,379,65,112,18,3,2,34,6,2,37,80,3,12,3,2,11 +jeffrje01,2017,1,TEX,AL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jeffrje01,2017,2,MIL,NL,22,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +jennida01,2017,1,CHA,AL,48,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jennida01,2017,2,TBA,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jimenaj01,2017,1,TEX,AL,7,12,0,1,0,0,0,0,0,0,0,7,0,0,1,0,1 +jimenjo02,2017,1,DET,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jimenub01,2017,1,BAL,AL,31,5,0,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +johnsbr02,2017,1,BOS,AL,5,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnsji04,2017,1,ATL,NL,61,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnsmi04,2017,1,ATL,NL,18,10,2,2,0,0,0,0,1,0,0,4,0,0,1,0,0 +johnspi01,2017,1,CHN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jonesad01,2017,1,BAL,AL,147,597,82,170,28,1,26,73,2,1,27,113,1,7,1,3,18 +jonesja07,2017,1,DET,AL,56,141,14,24,3,1,3,13,6,2,9,65,0,4,0,0,5 +jonesna01,2017,1,CHA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jonesry01,2017,1,SFN,NL,53,150,12,26,5,2,2,5,1,0,10,52,3,4,0,0,3 +jorgefe01,2017,1,MIN,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +josepca01,2017,1,BAL,AL,89,254,31,65,14,1,8,28,0,0,10,72,0,1,1,0,7 +josepto01,2017,1,PHI,NL,142,495,51,119,27,1,22,69,1,0,33,129,1,2,0,3,21 +joycema01,2017,1,OAK,AL,141,469,78,114,33,0,25,68,4,1,66,113,0,2,0,7,10 +judgeaa01,2017,1,NYA,AL,155,542,128,154,24,3,52,114,9,4,127,208,11,5,0,4,15 +jungmta01,2017,1,MIL,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +junisja01,2017,1,KCA,AL,20,3,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +kahnlto01,2017,1,CHA,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kahnlto01,2017,2,NYA,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +karnsna01,2017,1,KCA,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kelake01,2017,1,TEX,AL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kellesh01,2017,1,WAS,NL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kellyca02,2017,1,SLN,NL,34,69,5,12,3,0,0,6,0,0,5,11,0,1,0,0,3 +kellyjo05,2017,1,BOS,AL,54,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kellyty01,2017,1,NYN,NL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +kellyty01,2017,2,PHI,NL,69,88,11,17,7,0,2,14,0,0,8,24,0,1,4,3,0 +kempma01,2017,1,ATL,NL,115,438,47,121,23,1,19,64,0,2,27,99,5,0,0,1,25 +kempto01,2017,1,HOU,AL,17,37,6,8,1,0,0,4,1,0,1,5,0,1,0,0,0 +kendrho01,2017,1,PHI,NL,39,141,16,48,8,1,2,16,8,3,11,30,0,3,0,1,4 +kendrho01,2017,2,WAS,NL,52,164,24,48,8,2,7,25,4,2,11,38,0,2,0,1,4 +kendrky01,2017,1,BOS,AL,2,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +kenneia01,2017,1,KCA,AL,30,3,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0 +keplema01,2017,1,MIN,AL,147,511,67,124,32,2,19,69,6,1,47,114,2,6,1,3,5 +kershcl01,2017,1,LAN,NL,27,49,6,9,1,0,0,2,0,0,4,13,0,0,6,0,2 +keuchda01,2017,1,HOU,AL,23,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +kiermke01,2017,1,TBA,AL,98,380,56,105,15,3,15,39,16,7,31,99,2,5,4,1,3 +kimbrcr01,2017,1,BOS,AL,67,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kimhy01,2017,1,BAL,AL,56,125,11,29,4,0,1,10,0,0,12,27,0,2,0,2,2 +kimhy01,2017,2,PHI,NL,40,87,9,20,4,1,0,4,0,0,10,19,1,0,0,0,1 +kinslia01,2017,1,DET,AL,139,551,90,130,25,3,22,52,14,5,55,86,2,7,0,0,9 +kintzbr01,2017,1,MIN,AL,45,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kintzbr01,2017,2,WAS,NL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kipnija01,2017,1,CLE,AL,90,336,43,78,25,0,12,35,6,2,28,71,0,2,2,5,0 +kittran01,2017,1,TBA,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kivlepa01,2017,1,CIN,NL,115,178,23,37,5,1,9,26,1,2,22,61,1,3,0,1,2 +klubeco01,2017,1,CLE,AL,29,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +knappan01,2017,1,PHI,NL,56,171,26,44,8,1,3,13,1,0,31,56,4,0,0,2,5 +knebeco01,2017,1,MIL,NL,76,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kochma01,2017,1,ARI,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +koehlto01,2017,1,MIA,NL,12,21,0,1,0,0,0,0,0,0,0,15,0,0,0,0,0 +koehlto01,2017,2,TOR,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kolarad01,2017,1,TBA,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kontoge01,2017,1,SFN,NL,50,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +kontoge01,2017,2,PIT,NL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kozmape01,2017,1,NYA,AL,11,9,2,1,0,0,0,0,0,0,1,2,0,0,0,0,0 +kozmape01,2017,2,TEX,AL,28,36,4,4,0,0,1,2,0,1,2,18,0,2,1,0,0 +kratzer01,2017,1,NYA,AL,4,2,0,2,1,0,0,2,0,0,0,0,0,0,0,0,0 +krolia01,2017,1,ATL,NL,51,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kuhlch01,2017,1,PIT,NL,33,48,2,5,2,0,0,3,0,0,1,16,0,0,3,0,1 +labouja01,2017,1,DET,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lackejo01,2017,1,CHN,NL,32,53,2,7,1,0,0,1,1,1,3,23,0,0,5,0,0 +lagarju01,2017,1,NYN,NL,94,252,37,63,16,2,3,15,7,3,14,56,0,3,2,1,6 +lamarry01,2017,1,OAK,AL,3,7,0,0,0,0,0,0,0,0,1,3,0,0,0,0,0 +lambja01,2017,1,ARI,NL,149,536,89,133,30,4,30,105,6,4,87,152,13,7,0,5,15 +lametdi01,2017,1,SDN,NL,21,35,0,3,0,0,0,0,0,0,0,22,0,0,3,0,0 +lasteto01,2017,1,CHN,NL,73,125,18,36,8,0,5,22,0,0,20,18,1,2,0,2,3 +latosma01,2017,1,TOR,AL,3,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lavarry01,2017,1,OAK,AL,6,11,0,3,1,0,0,2,0,0,1,3,0,1,0,0,1 +lawde01,2017,1,SFN,NL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lawreca01,2017,1,TOR,AL,4,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +lawreca01,2017,2,SEA,AL,23,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +layneto01,2017,1,NYA,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leakemi01,2017,1,SLN,NL,27,47,2,8,1,0,0,4,0,0,3,15,0,0,5,0,2 +leakemi01,2017,2,SEA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leathja01,2017,1,CHN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leathja01,2017,2,PIT,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leblawa01,2017,1,PIT,NL,50,5,0,1,0,0,0,1,0,0,0,3,0,0,0,0,0 +leclejo01,2017,1,TEX,AL,47,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leeza01,2017,1,SDN,NL,3,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leitema02,2017,1,PHI,NL,27,25,0,2,0,0,0,0,0,0,0,12,0,0,1,0,1 +lemahdj01,2017,1,COL,NL,155,609,95,189,28,4,8,64,6,5,59,90,1,6,3,5,24 +leonar02,2017,1,DET,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leonedo01,2017,1,TOR,AL,65,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leonsa01,2017,1,BOS,AL,85,271,32,61,14,0,7,39,0,0,25,74,1,1,1,3,5 +lestejo01,2017,1,CHN,NL,32,54,5,8,3,0,1,6,1,0,4,26,0,0,6,1,0 +lewicar01,2017,1,DET,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +liberad01,2017,1,LAN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lindad01,2017,1,WAS,NL,116,267,39,81,14,0,14,59,1,0,28,47,5,0,0,6,6 +lindbjo01,2017,1,PIT,NL,4,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +lindofr01,2017,1,CLE,AL,159,651,99,178,44,4,33,89,15,3,60,93,6,4,5,3,11 +lintz01,2017,1,BOS,AL,25,56,7,15,0,2,0,2,1,1,9,17,0,0,1,0,0 +liriafr01,2017,1,TOR,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +liriafr01,2017,2,HOU,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +liriary01,2017,1,CHA,AL,21,41,4,9,2,0,1,6,1,0,5,14,0,0,0,0,0 +livelbe01,2017,1,PHI,NL,15,26,2,6,0,0,2,8,0,0,0,9,0,0,0,0,0 +lloydky01,2017,1,SDN,NL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lobatjo01,2017,1,WAS,NL,51,141,11,24,3,0,4,11,0,0,14,35,1,1,1,1,5 +locasti01,2017,1,LAN,NL,3,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0 +lockeje01,2017,1,MIA,NL,7,10,0,0,0,0,0,0,0,0,1,9,0,0,0,0,0 +loganbo02,2017,1,CLE,AL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lombast02,2017,1,MIA,NL,2,8,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +longoev01,2017,1,TBA,AL,156,613,71,160,36,2,20,86,6,1,46,109,3,6,0,12,18 +lopezjo02,2017,1,MIL,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lopezra02,2017,1,TOR,AL,24,54,9,12,1,0,4,12,0,0,7,21,0,0,0,1,1 +lopezre01,2017,1,CHA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lorenmi01,2017,1,CIN,NL,73,12,1,2,0,0,1,1,0,0,0,5,0,0,0,0,0 +loupaa01,2017,1,TOR,AL,70,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lowrije01,2017,1,OAK,AL,153,567,86,157,49,3,14,69,0,1,73,100,2,2,0,3,10 +lucasjo02,2017,1,SLN,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lucrojo01,2017,1,TEX,AL,77,281,27,68,15,0,4,27,1,0,19,32,0,4,0,2,10 +lucrojo01,2017,2,COL,NL,46,142,18,44,6,3,2,13,0,0,27,19,6,4,0,2,6 +lugose01,2017,1,NYN,NL,20,29,4,4,2,0,1,2,0,0,0,10,0,0,5,0,1 +luplojo01,2017,1,PIT,NL,27,78,6,16,3,1,3,11,0,1,6,22,0,2,0,1,4 +lylesjo01,2017,1,COL,NL,33,5,0,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +lylesjo01,2017,2,SDN,NL,5,8,1,2,0,0,0,3,0,0,1,3,0,0,0,0,0 +lynnla01,2017,1,SLN,NL,33,54,2,4,2,0,0,0,0,0,1,25,0,1,5,0,1 +lyonsty01,2017,1,SLN,NL,50,1,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +machaan02,2017,1,KCA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +machadi01,2017,1,DET,AL,73,166,17,43,5,1,1,11,1,0,10,32,0,1,2,2,6 +machama01,2017,1,BAL,AL,156,630,81,163,33,1,33,95,9,4,50,115,3,1,0,9,17 +machije01,2017,1,SEA,AL,5,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +maddoau01,2017,1,BOS,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +madsory01,2017,1,OAK,AL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +madsory01,2017,2,WAS,NL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +maedake01,2017,1,LAN,NL,30,39,2,5,1,0,0,4,0,0,0,3,0,0,5,0,1 +magnida01,2017,1,LAA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mahlety01,2017,1,CIN,NL,4,7,1,1,0,0,0,0,0,0,0,2,0,1,0,0,0 +mahtomi01,2017,1,DET,AL,109,348,50,96,15,6,12,38,6,0,23,79,0,6,0,2,4 +mailelu01,2017,1,TOR,AL,46,130,10,19,5,0,2,7,1,0,3,35,0,2,0,1,2 +maldoma01,2017,1,LAA,AL,138,429,43,95,19,1,14,38,0,2,15,119,1,18,8,1,12 +manaese01,2017,1,OAK,AL,29,3,0,0,0,0,0,0,0,0,1,2,0,0,1,0,0 +mancitr01,2017,1,BAL,AL,147,543,65,159,26,4,24,78,1,0,33,139,1,6,0,4,12 +manesse01,2017,1,KCA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mapledi01,2017,1,CHN,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +margoma01,2017,1,SDN,NL,126,487,53,128,18,7,13,39,17,7,35,106,0,2,1,4,6 +marinjh01,2017,1,MIL,NL,15,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +marinjh01,2017,2,PIT,NL,24,4,0,1,1,0,0,0,0,0,0,3,0,0,0,0,0 +marinjh01,2017,3,TEX,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +marisja01,2017,1,HOU,AL,106,230,50,56,10,0,16,35,9,4,20,90,1,6,2,1,5 +marjami01,2017,1,SEA,AL,5,9,1,3,1,0,1,1,0,0,0,1,0,0,0,0,0 +markani01,2017,1,ATL,NL,160,593,76,163,39,1,8,76,0,2,68,110,8,6,0,3,16 +marksju01,2017,1,TBA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +marquge01,2017,1,COL,NL,29,45,4,8,2,0,0,5,0,0,0,18,0,0,8,0,1 +marrech01,2017,1,SFN,NL,15,38,2,5,0,0,1,5,0,0,2,9,0,0,0,1,4 +marrede01,2017,1,BOS,AL,71,171,32,36,9,0,4,27,5,0,12,61,0,0,3,2,8 +marshev01,2017,1,SEA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +martefr01,2017,1,HOU,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +marteje01,2017,1,LAA,AL,45,127,10,22,5,0,4,14,1,0,13,34,0,4,0,1,2 +marteke01,2017,1,ARI,NL,73,223,30,58,11,2,5,18,3,1,29,37,3,1,0,2,3 +martest01,2017,1,PIT,NL,77,309,48,85,7,2,7,31,21,4,20,63,0,8,0,2,5 +martica04,2017,1,SLN,NL,34,62,5,11,3,0,0,11,0,0,1,19,0,1,5,0,1 +martico01,2017,1,SEA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +martijd02,2017,1,DET,AL,57,200,38,61,13,2,16,39,2,0,29,54,5,0,0,3,10 +martijd02,2017,2,ARI,NL,62,232,47,70,13,1,29,65,2,0,24,74,3,0,0,1,13 +martijo08,2017,1,SLN,NL,106,272,47,84,13,1,14,46,4,0,32,60,2,0,1,2,9 +martiky01,2017,1,BOS,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +martile01,2017,1,SEA,AL,34,115,12,20,2,1,3,8,6,4,5,29,1,2,0,0,2 +martile01,2017,2,CHN,NL,15,13,2,2,1,0,0,1,1,0,3,4,0,0,0,0,0 +martimi02,2017,1,CLE,AL,15,11,1,4,1,0,0,0,0,1,2,5,0,0,1,0,0 +martimi02,2017,2,TBA,AL,13,26,1,2,0,0,0,0,0,0,3,10,0,0,0,0,0 +martini01,2017,1,TEX,AL,23,1,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +martiru01,2017,1,TOR,AL,91,307,49,68,12,0,13,35,1,2,50,83,0,7,1,0,13 +martivi01,2017,1,DET,AL,107,392,38,100,16,0,10,47,0,0,36,63,3,5,0,2,15 +mathije01,2017,1,ARI,NL,60,186,13,40,10,2,2,11,1,0,14,61,1,2,1,0,6 +matonph01,2017,1,SDN,NL,46,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +matzst01,2017,1,NYN,NL,17,21,1,3,0,0,0,1,0,0,0,7,0,0,3,0,0 +mauerjo01,2017,1,MIN,AL,141,525,69,160,36,1,7,71,2,1,66,83,3,3,0,3,17 +maurebr01,2017,1,SDN,NL,42,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +maurebr01,2017,2,KCA,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +maxwebr01,2017,1,OAK,AL,76,219,21,52,12,0,3,22,0,0,31,63,0,0,1,2,10 +maybica01,2017,1,LAA,AL,93,336,57,79,19,1,6,22,29,5,48,78,1,2,0,1,11 +maybica01,2017,2,HOU,AL,21,59,6,11,1,1,4,13,4,3,3,16,0,0,1,0,1 +mayermi01,2017,1,SLN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mayja02,2017,1,CHA,AL,15,36,2,2,0,0,0,3,0,0,3,17,0,1,2,0,1 +mayzati01,2017,1,TOR,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mazarno01,2017,1,TEX,AL,148,554,64,140,30,2,20,101,2,2,55,127,6,4,0,3,12 +mazzoco01,2017,1,SDN,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcallza01,2017,1,CLE,AL,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mccanbr01,2017,1,HOU,AL,97,349,47,84,12,1,18,62,1,0,38,58,3,7,0,5,9 +mccanja02,2017,1,DET,AL,106,352,39,89,14,2,13,49,1,0,26,89,0,9,1,3,8 +mccarbr01,2017,1,LAN,NL,19,23,2,1,0,0,0,0,0,0,3,16,0,0,2,0,0 +mccarke01,2017,1,KCA,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcculla02,2017,1,HOU,AL,22,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mccutan01,2017,1,PIT,NL,156,570,94,159,30,2,28,88,11,5,73,116,5,4,0,3,10 +mcfartj01,2017,1,ARI,NL,43,5,0,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +mcgeeja01,2017,1,COL,NL,62,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcgowdu01,2017,1,MIA,NL,63,6,0,0,0,0,0,0,0,0,0,6,0,0,1,0,0 +mcgowke01,2017,1,NYN,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcgraky01,2017,1,SDN,NL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcguide02,2017,1,CIN,NL,6,3,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0 +mchugco01,2017,1,HOU,AL,12,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +mcmahry01,2017,1,COL,NL,17,19,2,3,1,0,0,1,0,0,5,5,0,0,0,0,1 +mejiaad01,2017,1,MIN,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mejiaal01,2017,1,SLN,NL,29,46,6,5,0,0,1,3,0,0,2,13,0,0,1,0,2 +mejiafr01,2017,1,CLE,AL,11,13,1,2,0,0,0,1,0,0,1,3,1,0,0,0,0 +melanma01,2017,1,SFN,NL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mellake01,2017,1,CIN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +melviti01,2017,1,MIN,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +melviti01,2017,2,SDN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mendeyo01,2017,1,TEX,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mengdda01,2017,1,OAK,AL,7,2,1,1,0,0,0,0,0,0,1,0,0,0,1,0,0 +mercejo03,2017,1,PIT,NL,145,502,52,128,24,5,14,58,0,4,51,88,13,3,0,2,16 +merriry01,2017,1,CLE,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +merriwh01,2017,1,KCA,AL,145,587,80,169,32,6,19,78,34,8,29,88,0,6,1,7,13 +mesorde01,2017,1,CIN,NL,56,141,17,30,5,1,6,14,1,0,18,38,0,5,0,1,4 +meyeral01,2017,1,LAA,AL,13,2,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +middlke01,2017,1,LAA,AL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +middlwi01,2017,1,TEX,AL,22,38,5,8,2,2,0,3,0,0,1,14,0,0,0,0,0 +mileywa01,2017,1,BAL,AL,32,4,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +millean01,2017,1,CLE,AL,57,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +millebr02,2017,1,TBA,AL,110,338,43,68,13,3,9,40,5,3,63,110,4,2,0,4,5 +millesh01,2017,1,ARI,NL,4,6,2,0,0,0,0,0,0,0,2,3,0,1,0,0,0 +milneho01,2017,1,PHI,NL,37,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +milonto01,2017,1,MIL,NL,6,4,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +milonto01,2017,2,NYN,NL,11,5,0,1,0,0,0,1,0,0,1,4,0,0,1,0,0 +minayju01,2017,1,CHA,AL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +minormi01,2017,1,KCA,AL,65,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +minteaj01,2017,1,ATL,NL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +miranar01,2017,1,SEA,AL,32,6,1,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +mitchbr01,2017,1,NYA,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +molinya01,2017,1,SLN,NL,136,501,60,137,27,1,18,82,9,4,28,74,4,4,1,9,14 +mollsa01,2017,1,OAK,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +moncayo01,2017,1,CHA,AL,54,199,31,46,8,2,8,22,3,2,29,74,0,3,0,0,0 +moncrca01,2017,1,SFN,NL,28,38,4,8,1,0,0,5,0,0,3,15,0,0,0,2,0 +mondera02,2017,1,KCA,AL,25,53,4,9,1,0,1,3,5,2,3,22,0,0,4,0,2 +montafr01,2017,1,OAK,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +montemi01,2017,1,CHN,NL,44,98,12,28,3,0,4,8,1,0,11,24,1,2,0,1,3 +montemi01,2017,2,TOR,AL,32,87,12,12,3,0,2,8,0,0,12,23,0,1,0,1,3 +montera01,2017,1,NYN,NL,34,25,1,2,0,0,0,1,0,0,0,10,0,0,3,0,0 +montgjo01,2017,1,NYA,AL,29,3,0,0,0,0,0,0,0,0,2,2,0,0,0,0,1 +montgmi01,2017,1,CHN,NL,44,27,5,5,1,0,1,3,0,0,0,10,0,0,3,0,0 +moorean02,2017,1,SEA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +moorema02,2017,1,SFN,NL,32,47,3,6,0,0,0,4,0,0,2,19,0,0,4,0,2 +moorety01,2017,1,MIA,NL,104,187,17,43,14,0,6,30,0,0,10,56,0,1,1,4,7 +moralke01,2017,1,TOR,AL,150,557,67,139,25,0,28,85,0,0,43,132,2,5,0,3,22 +moranco01,2017,1,HOU,AL,7,11,3,4,0,1,1,3,0,0,1,1,0,0,0,0,0 +morelmi01,2017,1,BOS,AL,149,508,73,125,34,0,22,79,0,1,57,120,6,6,0,5,14 +morendi01,2017,1,TBA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +morgaad01,2017,1,PHI,NL,37,2,0,1,0,0,0,0,0,0,1,1,0,0,0,0,0 +morinmi01,2017,1,LAA,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +morinmi01,2017,2,KCA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +morofma01,2017,1,PIT,NL,56,120,19,24,4,1,3,21,0,1,16,43,0,2,1,1,0 +moronre01,2017,1,SFN,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +morriak01,2017,1,ATL,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +morribr01,2017,1,SFN,NL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +morrilo01,2017,1,TBA,AL,149,512,75,126,22,1,38,85,2,0,81,149,8,5,0,3,12 +morrobr01,2017,1,LAN,NL,45,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +morsemi01,2017,1,SFN,NL,24,36,1,7,1,0,1,3,0,0,3,14,0,0,0,1,1 +mortoch02,2017,1,HOU,AL,25,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mossbr01,2017,1,KCA,AL,118,362,41,75,14,0,22,50,2,0,37,128,0,0,0,2,7 +motteja01,2017,1,ATL,NL,46,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +motteta01,2017,1,SEA,AL,92,258,29,51,12,0,7,26,12,1,21,62,0,0,0,1,9 +moustmi01,2017,1,KCA,AL,148,555,75,151,24,0,38,85,0,0,34,94,7,3,0,6,18 +moyaga01,2017,1,MIN,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +moylape01,2017,1,KCA,AL,79,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mujiced01,2017,1,DET,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +murphda08,2017,1,WAS,NL,144,534,94,172,43,3,23,93,2,0,52,77,14,4,0,3,16 +murphjr01,2017,1,ARI,NL,5,7,0,1,1,0,0,1,0,0,0,1,0,0,0,0,1 +murphto04,2017,1,COL,NL,12,24,1,1,1,0,0,1,0,0,2,9,1,0,0,0,0 +musgrjo01,2017,1,HOU,AL,38,5,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +myerswi01,2017,1,SDN,NL,155,567,80,138,29,3,30,74,20,6,70,180,3,5,0,7,15 +napolmi01,2017,1,TEX,AL,124,425,60,82,11,1,29,66,1,2,49,163,3,7,0,3,11 +naquity01,2017,1,CLE,AL,19,37,4,8,2,0,0,1,0,1,2,9,0,0,0,1,1 +narvaom01,2017,1,CHA,AL,90,253,23,70,10,0,2,14,0,0,38,45,1,1,3,0,8 +navada01,2017,1,PHI,NL,80,183,21,55,8,1,4,21,1,0,26,38,0,3,0,2,2 +navaref01,2017,1,DET,AL,23,61,9,14,1,1,2,2,0,1,8,21,1,0,0,0,1 +nealza01,2017,1,OAK,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +negrokr01,2017,1,ARI,NL,14,25,3,4,1,0,0,1,0,0,4,7,0,1,1,0,1 +nelsoji02,2017,1,MIL,NL,29,57,0,6,0,0,0,2,0,0,1,35,0,0,2,0,0 +nerishe01,2017,1,PHI,NL,74,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +neshepa01,2017,1,PHI,NL,43,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +neshepa01,2017,2,COL,NL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +neverdo01,2017,1,PIT,NL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +newcose01,2017,1,ATL,NL,19,27,1,1,0,0,0,0,0,0,2,17,0,0,6,0,1 +ngoepgi01,2017,1,PIT,NL,28,54,10,12,2,1,0,6,0,0,8,26,0,0,1,0,0 +nicasju01,2017,1,PIT,NL,65,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nicasju01,2017,2,PHI,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nicasju01,2017,3,SLN,NL,9,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nichobr01,2017,1,TEX,AL,22,63,7,15,4,0,2,11,0,0,2,13,0,0,0,0,2 +nicolju01,2017,1,MIA,NL,20,11,0,0,0,0,0,0,0,0,0,2,0,0,2,0,0 +nidoto01,2017,1,NYN,NL,5,10,0,3,1,0,0,3,0,0,0,2,0,0,0,0,0 +nieuwki01,2017,1,MIL,NL,16,26,3,3,1,0,1,1,0,0,4,15,0,1,0,0,0 +nimmobr01,2017,1,NYN,NL,69,177,26,46,11,1,5,21,2,0,33,60,1,2,1,2,3 +nolaaa01,2017,1,PHI,NL,27,48,3,4,0,0,0,1,0,0,4,25,0,0,2,0,0 +nolasri01,2017,1,LAA,AL,33,5,0,0,0,0,0,0,0,0,2,2,0,0,0,0,0 +norribu01,2017,1,LAA,AL,60,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +norrida01,2017,1,DET,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +norride01,2017,1,TBA,AL,53,179,21,36,5,0,9,24,1,0,12,48,0,3,0,4,5 +novaiv01,2017,1,PIT,NL,31,51,0,1,0,0,0,0,0,0,0,31,0,0,9,0,0 +nunezed02,2017,1,SFN,NL,76,302,37,93,21,0,4,31,18,5,12,29,0,1,1,2,8 +nunezed02,2017,2,BOS,AL,38,165,23,53,12,0,8,27,6,2,6,25,0,2,0,0,3 +nunezre01,2017,1,OAK,AL,8,15,1,3,0,0,1,3,0,0,1,8,0,0,0,0,0 +nunovi01,2017,1,BAL,AL,12,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +obergsc01,2017,1,COL,NL,66,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +odayda01,2017,1,BAL,AL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +odorija01,2017,1,TBA,AL,28,3,0,1,0,0,0,1,0,0,0,0,0,0,1,0,0 +odorro01,2017,1,TEX,AL,162,607,79,124,21,3,30,75,15,6,32,162,5,8,0,4,13 +oflaher01,2017,1,ATL,NL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ogradch01,2017,1,MIA,NL,13,8,0,0,0,0,0,0,0,0,0,5,0,0,1,0,0 +ohlmami01,2017,1,TOR,AL,7,13,1,3,0,0,0,1,0,0,0,3,0,0,0,0,0 +ohse01,2017,1,SLN,NL,62,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +okertst01,2017,1,SFN,NL,44,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +olsonma02,2017,1,OAK,AL,59,189,33,49,2,0,24,45,0,0,22,60,1,5,0,0,6 +olsonty01,2017,1,CLE,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +orlanpa01,2017,1,KCA,AL,39,86,9,17,3,0,2,6,1,1,1,20,0,2,0,0,3 +ortizda02,2017,1,PIT,NL,9,12,1,1,0,0,0,0,0,0,1,1,0,0,0,0,0 +osichjo01,2017,1,SFN,NL,54,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +osunajo01,2017,1,PIT,NL,104,215,31,50,13,4,7,30,0,0,9,40,0,2,0,1,10 +osunaro01,2017,1,TOR,AL,66,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +oteroda01,2017,1,CLE,AL,52,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ottavad01,2017,1,COL,NL,63,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +overtdi01,2017,1,SEA,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +overtdi01,2017,2,SDN,NL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +owingch01,2017,1,ARI,NL,97,362,41,97,25,1,12,51,12,2,17,87,0,1,2,4,3 +ozunama01,2017,1,MIA,NL,159,613,93,191,30,2,37,124,1,3,64,144,4,0,0,2,18 +paganem01,2017,1,SEA,AL,34,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +panikjo01,2017,1,SFN,NL,138,511,60,147,28,5,10,53,4,1,46,54,4,5,3,8,10 +pareded01,2017,1,LAA,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pareded02,2017,1,LAN,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +parkebl01,2017,1,LAA,AL,71,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +parkeja03,2017,1,SFN,NL,51,166,14,41,12,2,4,23,2,1,10,54,2,1,0,0,2 +parmlia01,2017,1,TOR,AL,3,3,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +parrage01,2017,1,COL,NL,115,392,56,121,24,1,10,71,2,5,20,67,0,4,0,9,13 +paulida01,2017,1,HOU,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +paxtoja01,2017,1,SEA,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pazosja01,2017,1,SEA,AL,59,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +peacobr01,2017,1,HOU,AL,34,7,1,2,1,0,0,2,0,0,1,3,0,0,0,0,0 +pearcst01,2017,1,TOR,AL,92,313,38,79,17,1,13,37,0,0,27,68,1,5,0,3,11 +pederjo01,2017,1,LAN,NL,102,273,44,58,20,0,11,35,4,3,39,68,1,10,0,1,7 +pedrodu01,2017,1,BOS,AL,105,406,46,119,19,0,7,62,4,3,49,48,4,2,2,4,11 +pelfrmi01,2017,1,CHA,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +penafe01,2017,1,CHN,NL,25,3,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +penafr01,2017,1,BAL,AL,5,10,3,5,0,0,2,2,0,0,0,3,0,0,0,0,0 +pencehu01,2017,1,SFN,NL,134,493,55,128,13,5,13,67,2,3,40,102,1,2,0,4,8 +pennicl01,2017,1,LAA,AL,87,194,23,49,6,0,3,21,3,1,16,58,0,1,1,5,2 +peralda01,2017,1,ARI,NL,140,525,82,154,31,3,14,57,8,4,43,94,1,6,0,3,7 +peraljh01,2017,1,SLN,NL,21,54,3,11,0,0,0,0,0,0,4,13,0,0,0,0,2 +peralwa01,2017,1,CIN,NL,69,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +peralwi01,2017,1,MIL,NL,19,13,0,3,0,0,0,1,0,0,1,4,0,0,1,0,0 +perazjo01,2017,1,CIN,NL,143,487,50,126,9,4,5,37,23,8,20,70,1,7,3,1,7 +perdolu02,2017,1,SDN,NL,29,46,3,5,1,4,0,3,0,0,1,20,0,0,6,0,1 +perezca02,2017,1,LAA,AL,11,20,1,2,0,0,1,3,0,0,1,6,0,0,0,0,0 +perezhe01,2017,1,MIL,NL,136,432,47,112,19,3,14,51,13,4,20,79,1,0,2,4,8 +perezma02,2017,1,TEX,AL,32,6,0,0,0,0,0,0,0,0,0,6,0,0,0,0,0 +perezol01,2017,1,WAS,NL,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +perezro02,2017,1,CLE,AL,73,217,22,45,12,0,8,38,0,1,26,71,0,0,4,1,4 +perezsa02,2017,1,KCA,AL,129,471,57,126,24,1,27,80,1,0,17,95,3,5,0,5,23 +perkica01,2017,1,PHI,NL,42,88,9,16,5,0,1,8,0,0,5,23,0,2,0,2,1 +perkigl01,2017,1,MIN,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +peterdi01,2017,1,MIA,NL,6,9,1,0,0,0,0,0,0,0,0,8,0,0,2,0,0 +peterja01,2017,1,ATL,NL,89,186,15,40,9,2,2,17,3,0,27,48,3,1,1,0,4 +petersh01,2017,1,TBA,AL,30,79,9,20,5,0,2,11,2,0,5,21,0,2,0,1,2 +petityu01,2017,1,LAA,AL,60,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +petrija01,2017,1,CHA,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +phamth01,2017,1,SLN,NL,128,444,95,136,22,2,23,73,25,7,71,117,0,10,2,3,18 +phegljo01,2017,1,OAK,AL,57,149,14,30,11,0,3,10,0,1,9,26,0,2,0,1,4 +phelpda01,2017,1,MIA,NL,44,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +phelpda01,2017,2,SEA,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +phillbr01,2017,1,ATL,NL,120,470,68,137,27,1,11,52,10,8,19,57,1,8,1,1,19 +phillbr01,2017,2,LAA,AL,24,102,13,26,7,0,2,8,1,0,2,16,0,0,1,0,2 +phillbr02,2017,1,MIL,NL,37,87,9,24,3,0,4,12,5,0,9,34,2,1,1,0,0 +pillake01,2017,1,TOR,AL,154,587,72,150,37,1,16,42,15,6,33,95,0,6,3,3,13 +pillty01,2017,1,NYN,NL,7,5,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +pinama01,2017,1,MIL,NL,107,330,45,92,21,0,9,43,2,0,20,79,0,5,1,3,8 +pindech01,2017,1,OAK,AL,87,282,36,67,15,1,15,42,2,1,18,92,0,5,0,3,7 +pinedmi01,2017,1,NYA,AL,17,3,0,1,0,0,0,0,0,0,0,2,0,0,1,0,0 +pintori01,2017,1,PHI,NL,26,1,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +pireljo01,2017,1,SDN,NL,83,312,43,90,25,4,10,40,4,3,27,71,0,2,1,2,8 +piscost01,2017,1,SLN,NL,107,341,40,80,16,1,9,39,3,6,52,87,2,5,0,3,11 +pivetni01,2017,1,PHI,NL,26,44,3,3,0,0,0,0,0,0,0,21,0,0,4,0,1 +plaweke01,2017,1,NYN,NL,37,100,11,26,5,0,3,13,1,0,14,17,2,3,0,1,2 +plouftr01,2017,1,OAK,AL,58,182,22,39,5,0,7,14,1,1,16,58,1,0,0,1,10 +plouftr01,2017,2,TBA,AL,42,101,9,17,2,0,2,5,0,1,12,30,1,1,0,0,2 +polangr01,2017,1,PIT,NL,108,379,39,95,20,0,11,35,8,1,27,60,4,3,0,1,5 +polanjo01,2017,1,MIN,AL,133,488,60,125,30,3,13,74,13,5,41,78,1,2,7,6,7 +polloaj01,2017,1,ARI,NL,112,425,73,113,33,6,14,49,20,6,35,71,1,6,0,0,8 +pomerdr01,2017,1,BOS,AL,32,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +porceri01,2017,1,BOS,AL,33,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +poseybu01,2017,1,SFN,NL,140,494,62,158,34,0,12,67,6,1,61,66,13,8,0,5,17 +poundbr01,2017,1,LAA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +povsema01,2017,1,SEA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +powelbo02,2017,1,SEA,AL,23,36,6,7,0,0,0,2,0,0,6,9,0,0,1,0,1 +powelbo02,2017,2,OAK,AL,29,81,18,26,5,0,3,10,0,1,9,21,0,0,0,2,1 +pradoma01,2017,1,MIA,NL,37,140,13,35,9,0,2,12,0,0,6,22,0,0,0,1,4 +preslal01,2017,1,DET,AL,71,245,30,77,10,3,3,20,5,0,15,49,0,0,3,0,5 +pressry01,2017,1,MIN,AL,57,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +priceda01,2017,1,BOS,AL,16,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +profaju01,2017,1,TEX,AL,22,58,8,10,2,0,0,5,1,1,9,14,0,1,2,0,0 +pruitau01,2017,1,TBA,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +puellce01,2017,1,LAA,AL,1,4,0,1,0,0,0,1,2,0,0,1,0,0,0,0,0 +puellce01,2017,2,TBA,AL,16,30,6,6,0,0,0,2,0,0,4,11,0,1,0,0,2 +puigya01,2017,1,LAN,NL,152,499,72,131,24,2,28,74,15,6,64,100,8,2,0,5,21 +pujolal01,2017,1,LAA,AL,149,593,53,143,17,0,23,101,3,0,37,93,5,2,0,4,26 +putnaza01,2017,1,CHA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +quackke01,2017,1,SDN,NL,20,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +quallch01,2017,1,COL,NL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +quintjo01,2017,1,CHA,AL,18,3,0,0,0,0,0,1,0,0,0,2,0,0,0,1,0 +quintjo01,2017,2,CHN,NL,14,22,2,2,0,0,0,3,0,0,1,15,0,0,6,0,0 +raburry01,2017,1,WAS,NL,25,65,7,17,1,2,2,6,0,1,4,25,0,0,0,0,1 +ramirca01,2017,1,TOR,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ramirer02,2017,1,TBA,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ramirer02,2017,2,SEA,AL,11,3,0,2,0,0,0,1,0,0,0,1,0,0,0,0,0 +ramirha01,2017,1,BOS,AL,133,496,58,120,24,0,23,62,1,3,51,116,8,6,0,0,15 +ramirjc01,2017,1,LAA,AL,27,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +ramirjo01,2017,1,CLE,AL,152,585,107,186,56,6,29,83,17,5,52,69,5,3,0,5,13 +ramirjo02,2017,1,ATL,NL,68,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ramirne01,2017,1,SFN,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ramirne01,2017,2,NYN,NL,20,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +ramirno01,2017,1,BOS,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ramirno01,2017,2,LAA,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ramosaj01,2017,1,MIA,NL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ramosaj01,2017,2,NYN,NL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ramosed02,2017,1,PHI,NL,59,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +ramoswi01,2017,1,TBA,AL,64,208,19,54,6,0,11,35,0,0,10,36,2,0,0,3,11 +rasmuco01,2017,1,TBA,AL,37,121,17,34,7,1,9,23,1,0,7,45,2,0,0,1,1 +ravinjo01,2017,1,LAN,NL,14,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +rayro02,2017,1,ARI,NL,28,53,5,13,2,0,0,2,0,0,3,23,0,0,5,0,0 +readra01,2017,1,WAS,NL,8,11,1,3,0,0,0,0,0,0,0,3,0,0,0,0,0 +realmjt01,2017,1,MIA,NL,141,532,68,148,31,5,17,65,8,2,36,106,4,8,0,3,13 +reckean01,2017,1,ATL,NL,6,7,1,1,0,0,0,0,0,0,0,1,0,0,0,0,1 +reddijo01,2017,1,HOU,AL,134,477,77,150,34,4,13,82,7,3,43,72,1,0,1,12,9 +reedad01,2017,1,NYN,NL,48,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reedad01,2017,2,BOS,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reedaj01,2017,1,HOU,AL,2,6,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +reedco01,2017,1,CIN,NL,12,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +refsnro01,2017,1,NYA,AL,20,37,3,5,1,1,0,0,2,0,3,8,0,0,0,0,0 +refsnro01,2017,2,TOR,AL,32,51,5,10,1,0,0,0,2,1,5,9,1,1,0,0,2 +reinhja01,2017,1,ARI,NL,2,5,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +reiniza01,2017,1,DET,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rendoan01,2017,1,WAS,NL,147,508,81,153,41,1,25,100,7,2,84,82,6,7,0,6,7 +renfrhu01,2017,1,SDN,NL,122,445,51,103,25,1,26,58,3,0,27,140,1,6,0,1,4 +reverbe01,2017,1,LAA,AL,109,291,37,80,13,2,1,20,21,6,15,25,0,0,0,2,7 +reyesjo01,2017,1,NYN,NL,145,501,75,123,25,7,15,58,24,6,50,79,1,2,5,3,3 +reynoma01,2017,1,COL,NL,148,520,82,139,22,1,30,97,2,1,69,175,0,1,0,3,12 +reynoma03,2017,1,NYN,NL,68,113,12,26,1,2,1,5,0,1,14,37,1,2,1,0,2 +rhameja01,2017,1,NYN,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +richacl01,2017,1,SDN,NL,32,57,2,7,1,0,1,4,0,0,1,31,0,2,8,0,0 +richaga01,2017,1,LAA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rickajo01,2017,1,BAL,AL,111,261,29,63,15,0,4,19,8,1,9,63,0,4,2,1,6 +riddljt01,2017,1,MIA,NL,70,228,20,57,13,1,3,31,0,2,12,50,2,0,2,5,6 +riosya01,2017,1,PHI,NL,13,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +riverfe01,2017,1,PIT,NL,73,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +riverre01,2017,1,NYN,NL,54,174,15,40,4,0,8,23,0,1,9,54,3,3,0,1,3 +riverre01,2017,2,CHN,NL,20,44,8,15,5,0,2,12,0,0,5,16,0,0,1,0,1 +rivertj01,2017,1,NYN,NL,73,214,27,62,13,1,5,27,1,0,9,32,0,5,1,2,4 +riverya01,2017,1,MIL,NL,1,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +rizzoan01,2017,1,CHN,NL,157,572,99,156,32,3,32,109,10,4,91,90,11,24,0,4,21 +roarkta01,2017,1,WAS,NL,32,55,1,5,1,0,0,0,0,0,1,22,0,0,7,0,1 +roberda08,2017,1,CHA,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +roberda08,2017,2,NYA,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +roberda09,2017,1,CLE,AL,32,80,9,18,4,1,1,7,0,1,7,3,1,0,1,0,6 +roberda10,2017,1,TBA,AL,75,218,22,45,7,2,5,19,1,1,29,73,0,4,1,2,5 +robindr01,2017,1,TEX,AL,48,107,11,24,5,0,6,13,0,2,14,42,0,0,0,0,2 +robinsh01,2017,1,LAA,AL,20,31,7,6,0,0,0,1,2,0,3,5,0,0,0,1,1 +robleha01,2017,1,NYN,NL,46,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +roblevi01,2017,1,WAS,NL,13,24,2,6,1,2,0,4,0,1,0,6,0,2,1,0,2 +rodnefe01,2017,1,ARI,NL,61,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodonca01,2017,1,CHA,AL,12,6,0,2,1,0,0,2,0,0,0,2,0,0,1,0,0 +rodried05,2017,1,BOS,AL,25,7,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +rodrifr03,2017,1,DET,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodrijo04,2017,1,PHI,NL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodriri04,2017,1,TEX,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodriri05,2017,1,BAL,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodrise01,2017,1,ATL,NL,15,37,6,6,1,0,2,3,1,0,8,19,1,1,1,0,1 +rodrise01,2017,2,PIT,NL,39,95,12,16,1,0,3,5,0,0,8,38,0,3,0,0,2 +roech01,2017,1,ATL,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +roech01,2017,2,TBA,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rogerta01,2017,1,MIN,AL,69,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rojasmi02,2017,1,MIA,NL,90,272,37,79,16,2,1,26,2,1,27,32,5,4,1,2,6 +romansa01,2017,1,CIN,NL,16,24,0,1,1,0,0,0,0,0,1,15,0,0,5,0,1 +romeren01,2017,1,WAS,NL,53,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +rominan01,2017,1,DET,AL,124,318,45,74,17,2,4,25,6,4,22,67,0,4,2,2,7 +rominau01,2017,1,NYA,AL,80,229,19,50,9,1,2,21,0,0,16,57,0,2,2,3,7 +romose01,2017,1,LAN,NL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +romose01,2017,2,TBA,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rondobr01,2017,1,DET,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rondohe01,2017,1,CHN,NL,61,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +rosalad01,2017,1,OAK,AL,71,205,15,48,11,0,4,27,1,1,10,66,0,2,3,3,2 +rosalad01,2017,2,ARI,NL,34,84,10,17,5,0,3,9,0,1,1,34,1,2,1,1,4 +rosaral01,2017,1,SLN,NL,3,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1 +rosaram01,2017,1,NYN,NL,46,165,16,41,4,4,4,10,7,3,3,49,0,2,0,0,3 +rosared01,2017,1,MIN,AL,151,542,79,157,33,2,27,78,9,8,35,106,1,0,4,8,10 +rosarra01,2017,1,MIN,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rosentr01,2017,1,SLN,NL,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rosscza01,2017,1,CHN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rosscza01,2017,2,COL,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rossjo01,2017,1,WAS,NL,20,33,1,6,2,0,0,1,0,0,1,16,0,0,3,0,1 +rossro01,2017,1,BOS,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rossty01,2017,1,TEX,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rowlech01,2017,1,TOR,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ruary01,2017,1,TEX,AL,63,129,17,28,6,0,3,12,2,2,14,52,0,0,1,0,3 +rucindr01,2017,1,MIN,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ruggiju01,2017,1,SFN,NL,19,60,2,13,1,0,2,4,1,1,1,17,0,1,0,1,0 +ruizca01,2017,1,SEA,AL,54,125,14,27,8,0,3,11,1,0,14,38,0,4,1,1,4 +ruizjo01,2017,1,SDN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ruizri01,2017,1,ATL,NL,53,150,22,29,5,0,4,19,1,0,19,41,1,1,0,3,4 +runzlda01,2017,1,PIT,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ruppca01,2017,1,PHI,NL,88,295,35,64,17,0,14,34,1,0,34,114,3,1,0,1,5 +rusinch01,2017,1,COL,NL,60,9,1,3,0,0,0,0,0,0,0,3,0,0,1,0,0 +russead02,2017,1,CHN,NL,110,352,52,84,21,3,12,43,2,1,29,91,5,4,0,0,5 +rutlejo01,2017,1,BOS,AL,37,107,10,24,2,1,0,9,1,0,9,31,0,2,0,0,1 +ryanky01,2017,1,DET,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ryuhy01,2017,1,LAN,NL,25,30,3,4,1,0,0,0,0,0,3,18,0,1,4,0,0 +rzepcma01,2017,1,SEA,AL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sabatcc01,2017,1,NYA,AL,27,3,0,0,0,0,0,0,0,0,1,2,0,0,0,0,0 +saladty01,2017,1,CHA,AL,79,253,23,45,9,2,0,10,5,4,23,67,0,3,2,0,5 +salasfe01,2017,1,NYN,NL,48,2,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +salasfe01,2017,2,LAA,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +salazda01,2017,1,CLE,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +salech01,2017,1,BOS,AL,32,3,0,1,1,0,0,0,0,0,0,1,0,0,0,0,0 +saltaja01,2017,1,TOR,AL,10,25,1,1,0,0,0,0,0,0,1,16,0,0,0,0,0 +samarje01,2017,1,SFN,NL,35,64,3,6,2,0,1,2,0,0,0,25,0,0,3,0,0 +sanchaa01,2017,1,TOR,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sanchad01,2017,1,WAS,NL,34,71,6,19,7,0,0,11,0,2,1,25,0,1,2,0,2 +sanchan01,2017,1,DET,AL,28,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +sanchan03,2017,1,PIT,NL,8,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sanchca01,2017,1,CHA,AL,141,484,63,129,19,8,12,59,8,9,35,111,2,4,7,4,10 +sanchga02,2017,1,NYA,AL,122,471,79,131,20,0,33,90,2,1,40,120,1,10,0,4,9 +sanchhe01,2017,1,SDN,NL,75,137,14,30,4,0,8,25,0,0,5,41,1,0,0,1,4 +sanchto01,2017,1,ATL,NL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +sandopa01,2017,1,BOS,AL,32,99,10,21,2,0,4,12,0,1,8,24,0,0,0,1,4 +sandopa01,2017,2,SFN,NL,47,160,17,36,9,0,5,20,0,0,8,29,0,1,0,2,7 +sanomi01,2017,1,MIN,AL,114,424,75,112,15,2,28,77,0,0,54,173,5,4,0,1,12 +santaan02,2017,1,BAL,AL,13,30,1,8,3,0,0,2,0,0,0,8,0,0,0,1,0 +santaca01,2017,1,CLE,AL,154,571,90,148,37,3,23,79,5,1,88,94,6,6,0,2,11 +santada01,2017,1,MIN,AL,13,25,3,5,1,0,1,1,1,0,1,8,0,0,0,0,1 +santada01,2017,2,ATL,NL,69,143,16,29,9,2,3,22,6,0,7,33,1,1,1,0,2 +santado01,2017,1,MIL,NL,151,525,88,146,29,0,30,85,15,4,73,178,2,6,0,3,12 +santaed01,2017,1,PIT,NL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +santaer01,2017,1,MIN,AL,33,10,3,2,1,0,0,5,0,0,0,3,0,0,0,0,0 +santihe01,2017,1,MIN,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +santolu01,2017,1,TOR,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sardilu01,2017,1,SDN,NL,29,49,3,8,0,0,0,1,1,0,4,11,0,0,0,0,1 +saundmi01,2017,1,PHI,NL,61,200,25,41,9,2,6,20,0,1,13,51,2,1,0,0,2 +saundmi01,2017,2,TOR,AL,12,18,1,3,0,0,0,1,0,0,2,4,0,0,0,0,0 +saupowa01,2017,1,DET,AL,45,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +scahiro01,2017,1,MIL,NL,18,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +schebsc01,2017,1,CIN,NL,141,473,63,110,25,2,30,67,5,3,39,125,5,14,0,5,7 +schepta01,2017,1,TEX,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +scherma01,2017,1,WAS,NL,31,62,4,10,0,0,1,5,0,0,4,16,0,0,6,0,0 +schimry01,2017,1,SDN,NL,53,165,24,26,2,0,14,25,0,0,27,70,0,3,0,2,0 +schoojo01,2017,1,BAL,AL,160,622,92,182,35,0,32,105,1,0,35,142,0,11,0,7,20 +schugaj01,2017,1,PIT,NL,32,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +schwaky01,2017,1,CHN,NL,129,422,67,89,16,1,30,59,1,1,59,150,1,5,0,0,6 +scottro02,2017,1,BOS,AL,57,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +scottta01,2017,1,BAL,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +scribev01,2017,1,SEA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +scribtr01,2017,1,LAA,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +seageco01,2017,1,LAN,NL,145,539,85,159,33,0,22,77,4,2,67,131,5,4,0,3,14 +seageky01,2017,1,SEA,AL,154,578,72,144,33,1,27,88,2,1,58,110,6,8,0,6,6 +segedro01,2017,1,LAN,NL,13,20,3,4,2,0,0,1,0,0,0,7,0,0,0,0,0 +segurje01,2017,1,SEA,AL,125,524,80,157,30,2,11,45,22,8,34,83,3,6,0,1,14 +selskst01,2017,1,BOS,AL,8,9,0,1,1,0,0,0,0,0,0,5,0,0,0,0,0 +semiema01,2017,1,OAK,AL,85,342,53,85,19,1,10,40,12,1,38,85,0,2,1,3,3 +senzaan01,2017,1,COL,NL,36,32,1,4,1,0,0,5,0,0,0,20,0,0,7,0,0 +severlu01,2017,1,NYA,AL,31,5,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +severpe01,2017,1,WAS,NL,17,29,0,5,1,0,0,3,0,0,2,10,1,0,0,0,0 +sewalpa01,2017,1,NYN,NL,57,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +shackke01,2017,1,CIN,NL,26,3,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +shawbr01,2017,1,CLE,AL,79,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shawtr01,2017,1,MIL,NL,144,538,84,147,34,1,31,101,10,0,60,138,6,4,1,3,20 +sherfji01,2017,1,ARI,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sherrry01,2017,1,SLN,NL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shielja02,2017,1,CHA,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shiplbr01,2017,1,ARI,NL,10,6,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +shoemma01,2017,1,LAA,AL,14,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +shrevch01,2017,1,NYA,AL,44,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +siegrke01,2017,1,SLN,NL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +siegrke01,2017,2,PHI,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sierrma01,2017,1,SLN,NL,22,60,10,19,0,0,0,5,2,2,4,14,0,0,0,0,0 +simmoan01,2017,1,LAA,AL,158,589,77,164,38,2,14,69,19,6,47,67,0,3,0,8,20 +simmosh01,2017,1,SEA,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +simslu01,2017,1,ATL,NL,14,15,1,1,0,0,0,0,0,0,0,8,0,0,3,0,0 +sippto01,2017,1,HOU,AL,46,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +siscoch01,2017,1,BAL,AL,10,18,3,6,2,0,2,4,0,0,3,7,0,1,0,0,0 +skaggty01,2017,1,LAA,AL,16,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +skogler01,2017,1,KCA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +slanida01,2017,1,SFN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +slateau01,2017,1,SFN,NL,34,117,15,33,3,1,3,16,0,0,8,29,0,2,0,0,3 +slegeaa01,2017,1,MIN,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithca02,2017,1,BOS,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithca03,2017,1,NYA,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithch07,2017,1,OAK,AL,14,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithch09,2017,1,TOR,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithdo02,2017,1,NYN,NL,49,167,17,33,6,0,9,26,0,0,14,49,0,1,0,1,5 +smithdw02,2017,1,TOR,AL,12,27,2,10,2,0,0,1,1,0,1,10,0,1,0,0,0 +smithjo05,2017,1,TOR,AL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithjo05,2017,2,CLE,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithjo07,2017,1,OAK,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithke04,2017,1,CHA,AL,87,276,23,78,17,0,4,30,0,0,9,46,0,3,2,3,9 +smithma05,2017,1,TBA,AL,81,256,33,69,8,4,2,12,16,5,23,62,0,0,2,1,2 +smithse01,2017,1,BAL,AL,111,330,50,85,19,0,13,32,2,0,36,79,3,6,0,1,7 +smithty01,2017,1,SEA,AL,10,16,2,3,1,0,0,1,0,0,1,8,0,1,0,1,0 +smoakju01,2017,1,TOR,AL,158,560,85,151,29,1,38,90,0,1,73,128,3,2,0,2,17 +smokejo01,2017,1,NYN,NL,54,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +smolija01,2017,1,OAK,AL,16,27,1,7,1,0,0,0,0,0,1,6,0,1,0,0,0 +snellbl01,2017,1,TBA,AL,24,5,0,0,0,0,0,0,0,0,1,1,0,0,1,0,0 +socolmi01,2017,1,SLN,NL,15,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sogarer01,2017,1,MIL,NL,94,249,37,68,15,1,3,18,3,3,45,37,2,4,1,0,7 +solarya01,2017,1,SDN,NL,128,466,49,119,21,0,18,64,3,0,37,61,4,5,0,4,18 +solerjo01,2017,1,KCA,AL,35,97,7,14,5,0,2,6,0,0,12,36,1,1,0,0,5 +solissa01,2017,1,WAS,NL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +soriajo01,2017,1,KCA,AL,59,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sotoge01,2017,1,CHA,AL,13,42,5,8,0,0,3,9,0,0,4,10,0,1,0,1,2 +souzast01,2017,1,TBA,AL,148,523,78,125,21,2,30,78,16,4,84,179,2,7,2,1,9 +spande01,2017,1,SFN,NL,129,497,73,135,31,5,12,43,12,7,40,69,0,3,1,1,11 +spangco01,2017,1,SDN,NL,129,444,57,117,18,2,13,46,11,3,34,128,1,5,2,1,2 +sparkgl01,2017,1,TOR,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +springe01,2017,1,HOU,AL,140,548,112,155,29,0,34,85,5,7,64,111,1,11,0,4,11 +stallja01,2017,1,PIT,NL,5,14,3,5,2,0,0,3,0,0,2,2,1,0,0,0,0 +stammcr01,2017,1,SDN,NL,60,6,2,3,1,0,0,0,0,0,2,2,0,0,0,0,0 +stanery01,2017,1,TBA,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stantmi03,2017,1,MIA,NL,159,597,123,168,32,0,59,132,2,2,85,163,13,7,0,3,13 +stassbr01,2017,1,PHI,NL,51,78,6,13,2,1,2,7,0,0,12,22,0,0,0,0,3 +stassma01,2017,1,HOU,AL,14,24,5,4,1,0,2,4,0,0,6,4,0,0,0,1,2 +steckdr01,2017,1,MIA,NL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stephja01,2017,1,CIN,NL,7,6,1,2,0,0,0,2,0,0,0,2,0,0,0,0,0 +stephro01,2017,1,CIN,NL,26,23,1,1,0,0,0,0,0,0,0,15,0,0,2,0,1 +stevean01,2017,1,WAS,NL,37,57,5,9,2,0,0,1,1,0,7,20,0,0,2,0,0 +stewabr01,2017,1,LAN,NL,17,4,0,1,0,0,0,1,0,0,0,2,0,0,1,0,0 +stewach01,2017,1,PIT,NL,51,131,8,24,1,2,0,4,0,0,9,22,1,1,3,0,3 +storedr01,2017,1,CIN,NL,58,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +storytr01,2017,1,COL,NL,145,503,68,120,32,3,24,82,7,2,49,191,4,2,0,1,12 +strahma01,2017,1,KCA,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +straida01,2017,1,MIA,NL,33,55,2,4,1,0,0,1,0,0,1,33,0,0,8,0,1 +strasst01,2017,1,WAS,NL,28,54,5,7,0,0,2,3,0,0,2,14,0,0,4,0,0 +stratch01,2017,1,SFN,NL,13,14,1,2,0,0,0,0,0,0,0,3,0,0,2,0,0 +streehu01,2017,1,LAA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +strichu01,2017,1,SFN,NL,68,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stripro01,2017,1,LAN,NL,51,9,2,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +stromma01,2017,1,TOR,AL,34,7,2,2,1,0,1,1,0,0,0,4,0,0,0,0,0 +stroppe01,2017,1,CHN,NL,69,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stubbdr01,2017,1,SFN,NL,10,22,0,2,0,0,0,0,0,0,2,9,0,0,0,0,0 +stumpda01,2017,1,DET,AL,55,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +suareal01,2017,1,SFN,NL,18,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +suareeu01,2017,1,CIN,NL,156,534,87,139,25,2,26,82,4,5,84,147,1,9,0,5,16 +sucreje01,2017,1,TBA,AL,63,176,20,45,6,0,7,29,2,0,7,35,0,3,2,4,6 +susacan01,2017,1,MIL,NL,8,12,0,1,0,0,0,0,0,0,0,6,0,0,0,0,0 +suterbr01,2017,1,MIL,NL,23,18,1,3,0,0,0,1,0,0,0,8,0,1,2,0,0 +suzukic01,2017,1,MIA,NL,136,196,19,50,6,0,3,20,1,1,17,35,1,1,1,0,2 +suzukku01,2017,1,ATL,NL,81,276,38,78,13,0,19,50,0,0,17,39,2,13,1,2,5 +swansda01,2017,1,ATL,NL,144,488,59,113,23,2,6,51,3,3,59,120,10,0,0,4,7 +swarzan01,2017,1,CHA,AL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +swarzan01,2017,2,MIL,NL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +swihabl01,2017,1,BOS,AL,6,5,1,1,0,0,0,0,0,0,2,3,0,0,0,0,0 +syndeno01,2017,1,NYN,NL,7,9,0,2,0,0,0,0,0,0,3,5,0,0,1,0,0 +szczuma01,2017,1,CHN,NL,15,19,2,4,1,0,0,3,0,0,2,4,0,0,1,1,0 +szczuma01,2017,2,SDN,NL,104,176,26,40,11,2,3,15,0,2,32,40,0,4,2,0,2 +taijetr01,2017,1,NYN,NL,26,52,3,9,2,0,1,3,0,0,5,24,0,2,0,0,1 +taillja01,2017,1,PIT,NL,25,38,2,6,0,0,0,0,0,0,0,15,0,0,5,0,2 +tanakma01,2017,1,NYA,AL,30,2,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +tapiara01,2017,1,COL,NL,70,160,27,46,12,2,2,16,5,2,8,36,1,2,1,0,3 +tauchmi01,2017,1,COL,NL,31,27,2,6,0,1,0,2,1,2,5,10,0,0,0,0,1 +taylobe03,2017,1,BOS,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tayloch03,2017,1,LAN,NL,140,514,85,148,34,5,21,72,17,4,50,142,0,3,0,1,2 +taylomi02,2017,1,WAS,NL,118,399,55,108,23,3,19,53,17,7,29,137,3,1,1,2,3 +tazawju01,2017,1,MIA,NL,55,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +teherju01,2017,1,ATL,NL,37,57,4,8,0,0,0,6,0,0,1,17,0,1,12,1,0 +tejadru01,2017,1,BAL,AL,41,113,17,26,6,0,0,5,0,0,8,15,0,2,1,0,6 +telisto01,2017,1,MIA,NL,48,104,13,25,5,3,0,9,0,0,3,10,0,3,0,1,1 +teperry01,2017,1,TOR,AL,73,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +tepesni01,2017,1,MIN,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tepesni01,2017,2,TOR,AL,3,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +thameer01,2017,1,MIL,NL,138,469,83,116,26,4,31,63,4,2,75,163,5,7,0,0,6 +therrje01,2017,1,PHI,NL,15,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +thompja03,2017,1,PHI,NL,12,12,1,2,1,0,0,0,0,0,1,5,0,0,1,0,0 +thomptr01,2017,1,LAN,NL,27,49,6,6,2,1,1,2,0,0,6,23,1,0,0,0,0 +tillmch01,2017,1,BAL,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tolesan01,2017,1,LAN,NL,31,96,17,26,3,0,5,15,0,1,5,16,0,1,0,0,3 +tollias01,2017,1,HOU,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tomasya01,2017,1,ARI,NL,47,166,19,40,11,1,8,32,0,0,13,50,0,0,0,1,2 +tomlijo01,2017,1,CLE,AL,26,7,0,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +tomlike01,2017,1,SFN,NL,104,194,32,50,4,2,1,11,9,1,23,46,2,0,2,3,8 +tonkimi01,2017,1,MIN,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +torreca01,2017,1,MIL,NL,67,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +torrejo02,2017,1,SDN,NL,62,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +torrelu01,2017,1,SDN,NL,56,123,7,20,3,1,0,7,0,0,12,30,3,1,3,0,4 +torrera01,2017,1,KCA,AL,33,74,9,18,3,0,0,4,1,0,4,12,0,1,0,0,1 +torrero01,2017,1,NYA,AL,108,315,35,92,15,1,3,36,2,0,11,43,0,1,5,4,9 +travide01,2017,1,TOR,AL,50,185,22,48,18,0,5,24,4,2,7,38,0,2,1,2,5 +travisa01,2017,1,BOS,AL,33,76,13,20,6,0,0,1,1,0,6,23,0,1,0,0,2 +treinbl01,2017,1,WAS,NL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +treinbl01,2017,2,OAK,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +triggan01,2017,1,OAK,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +troutmi01,2017,1,LAA,AL,114,402,92,123,25,3,33,72,22,4,94,90,15,7,0,4,8 +trumbma01,2017,1,BAL,AL,146,559,79,131,22,0,23,65,1,0,42,149,0,1,0,1,13 +tsengje01,2017,1,CHN,NL,2,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0 +tuivasa01,2017,1,SLN,NL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tulowtr01,2017,1,TOR,AL,66,241,16,60,10,0,7,26,0,1,17,40,1,1,0,1,10 +turleni01,2017,1,MIN,AL,10,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +turneja01,2017,1,WAS,NL,18,5,0,0,0,0,0,0,0,0,1,2,0,0,2,0,0 +turneju01,2017,1,LAN,NL,130,457,72,147,32,0,21,71,7,1,59,56,5,19,1,7,12 +turnest01,2017,1,CIN,NL,37,82,4,11,3,0,2,7,0,0,5,22,0,0,1,1,5 +turnetr01,2017,1,WAS,NL,98,412,75,117,24,6,11,45,46,8,30,80,0,4,0,1,4 +ueharko01,2017,1,CHN,NL,49,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +uptonju01,2017,1,DET,AL,125,459,81,128,37,0,28,94,10,5,57,147,2,3,0,1,6 +uptonju01,2017,2,LAA,AL,27,98,19,24,7,0,7,15,4,0,17,33,1,0,0,0,3 +urenajo01,2017,1,MIA,NL,36,48,3,5,1,0,0,2,0,0,0,28,0,0,8,0,0 +urenari01,2017,1,TOR,AL,21,68,6,14,4,0,1,4,1,0,6,28,0,0,1,0,0 +uriasju01,2017,1,LAN,NL,5,6,0,1,0,0,0,0,0,0,0,4,0,0,1,0,0 +urshegi01,2017,1,CLE,AL,67,156,14,35,7,0,1,15,0,0,8,22,0,0,1,0,6 +utleych01,2017,1,LAN,NL,127,309,43,73,20,4,8,34,6,1,32,57,0,9,1,2,3 +valaipa01,2017,1,COL,NL,110,182,28,47,11,0,13,40,0,0,7,53,0,0,5,1,1 +valbulu01,2017,1,LAA,AL,117,347,42,69,15,0,22,65,0,2,48,106,1,1,0,5,6 +valdece01,2017,1,OAK,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +valdece01,2017,2,TOR,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +valdejo03,2017,1,LAA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +valdejo03,2017,2,SDN,NL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +valenda01,2017,1,SEA,AL,130,450,54,115,19,3,15,66,2,2,40,122,0,2,0,8,16 +valerbr01,2017,1,SLN,NL,5,10,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0 +vanslsc01,2017,1,LAN,NL,29,41,6,5,1,0,2,3,1,0,7,15,1,0,0,0,0 +vargail01,2017,1,ARI,NL,12,13,4,4,1,0,0,4,0,0,0,3,0,0,0,0,1 +vargaja01,2017,1,KCA,AL,32,4,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +vargake01,2017,1,MIN,AL,78,241,33,61,13,0,11,41,0,0,20,77,1,2,0,1,10 +vazquch01,2017,1,BOS,AL,99,324,43,94,18,2,5,32,7,2,17,64,0,3,0,1,14 +velasvi01,2017,1,PHI,NL,16,24,1,6,0,0,0,1,0,0,1,4,0,0,0,0,1 +velazhe01,2017,1,BOS,AL,8,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +verdual01,2017,1,LAN,NL,15,23,1,4,0,0,1,1,0,1,2,4,0,0,0,0,1 +verhadr01,2017,1,DET,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +verlaju01,2017,1,DET,AL,28,6,0,1,0,0,0,1,0,0,0,4,0,0,0,0,0 +verlaju01,2017,2,HOU,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +verrelo01,2017,1,BAL,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vieirth01,2017,1,SEA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +villach01,2017,1,SDN,NL,12,32,5,11,1,0,4,7,0,0,0,10,0,0,0,0,0 +villajo01,2017,1,MIL,NL,122,403,49,97,18,1,11,40,23,8,30,132,1,0,2,1,4 +vinceni01,2017,1,SEA,AL,69,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vinceza01,2017,1,CIN,NL,9,9,2,1,0,0,0,0,0,0,1,5,0,2,0,0,0 +vizcaar01,2017,1,ATL,NL,62,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vogelda01,2017,1,SEA,AL,16,28,0,6,1,0,0,2,0,0,3,9,0,0,0,0,2 +vogtst01,2017,1,OAK,AL,54,157,12,34,8,1,4,20,0,1,16,31,1,0,0,1,1 +vogtst01,2017,2,MIL,NL,45,122,13,31,7,0,8,20,0,0,5,25,0,0,1,1,1 +voitlu01,2017,1,SLN,NL,62,114,18,28,9,0,4,18,0,0,7,31,0,3,0,0,4 +volqued01,2017,1,MIA,NL,17,26,0,5,0,0,0,1,0,0,1,11,0,0,2,1,0 +volstch01,2017,1,CHA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vottojo01,2017,1,CIN,NL,162,559,106,179,34,1,36,100,5,1,134,83,20,8,0,6,16 +wachami01,2017,1,SLN,NL,30,46,3,2,0,0,0,3,0,0,1,22,0,0,7,1,2 +wadety01,2017,1,NYA,AL,30,58,7,9,4,0,0,2,1,1,5,19,0,0,0,0,2 +wahlbo01,2017,1,OAK,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wainwad01,2017,1,SLN,NL,26,42,7,11,2,0,2,11,0,0,1,15,0,0,7,0,2 +walkech02,2017,1,ARI,NL,11,12,2,3,1,0,2,2,0,0,1,5,0,2,0,0,0 +walkene01,2017,1,NYN,NL,73,265,40,70,13,2,10,36,0,1,27,47,1,4,1,2,4 +walkene01,2017,2,MIL,NL,38,120,19,32,8,0,4,13,0,1,28,30,1,1,0,0,5 +walketa01,2017,1,ARI,NL,28,52,6,12,1,0,1,5,0,0,1,19,0,0,1,0,1 +wallach01,2017,1,CIN,NL,6,11,0,1,0,0,0,0,0,0,0,5,0,0,0,0,0 +wangwe01,2017,1,MIL,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +warread01,2017,1,NYA,AL,46,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +washida01,2017,1,BAL,AL,3,6,0,0,0,0,0,0,0,0,0,5,0,0,0,0,0 +watsoto01,2017,1,PIT,NL,47,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +watsoto01,2017,2,LAN,NL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +weaveje02,2017,1,SDN,NL,9,10,0,0,0,0,0,0,0,0,0,6,0,0,0,0,1 +weavelu01,2017,1,SLN,NL,15,19,2,3,0,0,0,1,0,0,1,9,0,0,3,0,0 +webbty01,2017,1,NYA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +webbty01,2017,2,MIL,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +weberry01,2017,1,SEA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +weeksri01,2017,1,TBA,AL,37,97,13,21,6,0,2,8,1,0,12,49,0,3,0,0,0 +wendljo01,2017,1,OAK,AL,8,13,3,4,1,0,1,5,0,0,1,3,1,0,0,0,0 +werthja01,2017,1,WAS,NL,70,252,35,57,10,1,10,29,4,3,35,69,1,1,0,1,4 +whalero01,2017,1,SEA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wheelja01,2017,1,MIN,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wheelza01,2017,1,NYN,NL,18,27,1,2,1,0,0,0,0,0,1,12,0,0,1,0,0 +whitety01,2017,1,HOU,AL,22,61,7,17,6,0,3,10,0,1,4,16,0,1,0,1,0 +whitlch01,2017,1,TBA,AL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wietema01,2017,1,WAS,NL,123,422,43,95,20,0,10,52,1,0,38,94,4,1,0,4,14 +wilheto01,2017,1,ARI,NL,27,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +wilkad01,2017,1,NYN,NL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wilkad01,2017,2,MIN,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wilkeaa01,2017,1,MIL,NL,3,4,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +willima07,2017,1,NYA,AL,5,16,3,4,0,0,0,1,2,0,1,2,0,0,0,0,0 +willima08,2017,1,SFN,NL,28,68,8,16,2,0,3,6,1,1,5,25,1,0,0,0,2 +willini01,2017,1,PHI,NL,83,313,45,90,14,4,12,55,1,2,20,97,0,6,0,4,8 +willita01,2017,1,MIL,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +willitr01,2017,1,PIT,NL,31,41,1,2,0,0,0,0,0,0,2,17,0,0,4,0,1 +wilsoal01,2017,1,DET,AL,66,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wilsoju10,2017,1,DET,AL,42,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wilsoju10,2017,2,CHN,NL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wilsoty01,2017,1,BAL,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wimmeal01,2017,1,MIN,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +winkeje01,2017,1,CIN,NL,47,121,21,36,7,0,7,15,1,1,15,24,0,0,1,0,2 +winklda01,2017,1,ATL,NL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wislema01,2017,1,ATL,NL,20,2,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +wittgni01,2017,1,MIA,NL,38,4,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +wojcias01,2017,1,CIN,NL,25,14,0,1,0,0,0,0,0,0,0,11,0,0,0,0,0 +wolteto01,2017,1,COL,NL,83,229,30,55,8,1,0,16,0,1,33,55,9,2,2,0,9 +wongko01,2017,1,SLN,NL,108,354,55,101,27,3,4,42,8,2,41,60,11,12,1,3,4 +woodal02,2017,1,LAN,NL,27,52,1,3,0,0,0,4,0,0,2,29,0,0,4,0,1 +woodbl01,2017,1,CIN,NL,55,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +woodbl01,2017,2,LAA,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +woodhu01,2017,1,TBA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +woodrbr01,2017,1,MIL,NL,8,10,2,2,0,0,0,0,0,0,1,2,0,0,1,0,0 +woodtr01,2017,1,KCA,AL,28,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1 +woodtr01,2017,2,SDN,NL,12,17,3,4,0,0,2,6,0,0,0,7,0,0,0,0,0 +workmbr01,2017,1,BOS,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +worleva01,2017,1,MIA,NL,26,22,0,4,0,0,0,3,0,0,0,8,0,0,5,0,1 +wrighda04,2017,1,LAA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wrighmi01,2017,1,BAL,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wrighst01,2017,1,BOS,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +yacabji01,2017,1,BAL,AL,14,2,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0 +yateski01,2017,1,LAA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +yateski01,2017,2,SDN,NL,61,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +yelicch01,2017,1,MIA,NL,156,602,100,170,36,2,18,81,16,2,80,137,4,6,0,6,13 +ynoaga01,2017,1,BAL,AL,9,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ynoami01,2017,1,CHA,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +youngch03,2017,1,KCA,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +youngch04,2017,1,BOS,AL,90,243,30,57,12,2,7,25,3,2,30,55,0,2,0,1,4 +younger03,2017,1,LAA,AL,47,110,24,29,5,0,4,16,12,3,5,31,0,7,3,0,0 +zagunma01,2017,1,CHN,NL,7,14,0,0,0,0,0,1,2,0,4,6,0,0,0,0,0 +zastrro01,2017,1,CHN,NL,4,3,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +zieglbr01,2017,1,MIA,NL,53,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +zimmebr01,2017,1,CLE,AL,101,299,41,72,15,2,8,39,18,1,26,99,1,4,0,3,5 +zimmejo02,2017,1,DET,AL,29,6,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +zimmery01,2017,1,WAS,NL,144,524,90,159,33,0,36,108,1,0,44,126,1,3,0,5,16 +zobribe01,2017,1,CHN,NL,128,435,58,101,20,3,12,50,2,2,54,71,2,2,2,3,13 +zuninmi01,2017,1,SEA,AL,124,387,52,97,25,0,25,64,1,0,39,160,0,8,0,1,8 +zychto01,2017,1,SEA,AL,45,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +abreujo02,2018,1,CHA,AL,128,499,68,132,36,1,22,78,2,0,37,109,7,11,0,6,14 +acunaro01,2018,1,ATL,NL,111,433,78,127,26,4,26,64,16,5,45,123,2,6,0,3,4 +adamewi01,2018,1,TBA,AL,85,288,43,80,7,0,10,34,6,5,31,95,3,1,1,2,6 +adamja01,2018,1,KCA,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +adamsau02,2018,1,WAS,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +adamsch01,2018,1,NYA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +adamsla01,2018,1,ATL,NL,26,25,10,6,1,0,2,6,1,0,4,8,0,0,0,0,1 +adamsma01,2018,1,WAS,NL,94,249,37,64,9,0,18,48,0,0,24,55,2,4,0,0,6 +adamsma01,2018,2,SLN,NL,27,57,5,9,1,0,3,9,0,0,3,18,1,0,0,0,0 +adducji02,2018,1,DET,AL,59,176,19,47,8,2,3,21,1,0,6,45,0,0,2,1,2 +adriaeh01,2018,1,MIN,AL,114,335,42,84,23,1,6,39,5,1,24,82,2,1,4,2,4 +aguilje01,2018,1,MIL,NL,149,492,80,135,25,0,35,108,0,0,58,143,3,6,0,10,19 +ahmedni01,2018,1,ARI,NL,153,516,61,121,33,5,16,70,5,4,40,109,2,2,1,5,15 +alberha01,2018,1,TEX,AL,13,27,0,5,2,0,0,0,0,1,2,4,0,0,1,0,0 +alberma01,2018,1,MIL,NL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +albieoz01,2018,1,ATL,NL,158,639,105,167,40,5,24,72,14,3,36,116,0,5,1,3,9 +alcansa01,2018,1,MIA,NL,6,12,0,0,0,0,0,0,0,0,1,8,0,0,0,0,0 +alcanvi01,2018,1,DET,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +alexasc01,2018,1,LAN,NL,73,5,0,0,0,0,0,0,0,0,0,5,0,0,1,0,0 +alfarjo01,2018,1,PHI,NL,108,344,35,90,16,2,10,37,3,0,18,138,6,14,0,1,2 +alforan01,2018,1,TOR,AL,13,19,3,2,0,0,0,1,1,0,2,9,0,0,0,0,0 +allarko01,2018,1,ATL,NL,3,1,1,1,0,0,0,0,0,0,0,0,0,0,2,0,0 +allenco01,2018,1,CLE,AL,70,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +allengr01,2018,1,CLE,AL,91,265,36,68,11,3,2,20,21,4,14,58,1,7,4,1,5 +almonab01,2018,1,KCA,AL,50,134,15,24,1,2,3,9,2,2,15,36,0,0,1,1,6 +almonmi01,2018,1,LAA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +almonye01,2018,1,COL,NL,14,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +almoral01,2018,1,CHN,NL,152,444,62,127,24,1,5,41,1,3,24,83,1,3,2,6,12 +alonsyo01,2018,1,CLE,AL,145,516,64,129,19,0,23,83,0,0,51,123,1,2,0,5,10 +altavda01,2018,1,SEA,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +altheaa01,2018,1,PHI,NL,105,243,28,44,11,1,8,38,3,2,36,91,0,4,0,2,13 +altuvjo01,2018,1,HOU,AL,137,534,84,169,29,2,13,61,17,4,55,79,4,6,3,1,17 +alvarjo02,2018,1,LAA,AL,76,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +alvarjo03,2018,1,TBA,AL,70,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +alvarpe01,2018,1,BAL,AL,45,111,18,20,2,0,8,18,0,0,16,36,0,0,0,0,2 +anderbr04,2018,1,OAK,AL,17,4,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1 +anderbr06,2018,1,MIA,NL,156,590,87,161,34,4,11,65,2,4,62,129,2,16,0,2,18 +anderch01,2018,1,MIL,NL,30,45,1,4,0,0,0,2,0,0,0,23,0,0,4,0,0 +anderdr02,2018,1,PHI,NL,5,3,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +anderju01,2018,1,LAA,AL,57,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +anderta01,2018,1,PIT,NL,6,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +anderti01,2018,1,CHA,AL,153,567,77,136,28,3,20,64,26,8,30,149,2,4,2,3,15 +anderty01,2018,1,COL,NL,33,50,7,5,0,0,0,1,0,0,3,32,0,1,6,0,1 +andrejo03,2018,1,SEA,AL,3,5,0,1,0,0,0,0,0,0,1,2,0,0,0,0,0 +andrejo03,2018,2,BAL,AL,23,56,4,13,2,0,0,4,2,0,4,17,0,0,0,1,1 +andrima01,2018,1,TBA,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +andrima01,2018,2,ARI,NL,14,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +andruel01,2018,1,TEX,AL,97,395,53,101,20,3,6,33,5,3,28,66,0,3,0,2,8 +andujmi01,2018,1,NYA,AL,149,573,83,170,47,2,27,92,2,1,25,97,2,4,0,4,9 +aquinar01,2018,1,CIN,NL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +aranovi01,2018,1,PHI,NL,60,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +araujpe01,2018,1,BAL,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +archech01,2018,1,TBA,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +archech01,2018,2,PIT,NL,10,17,0,2,1,0,0,0,0,0,0,6,0,0,0,0,1 +arciafr01,2018,1,LAA,AL,41,103,10,21,5,0,6,23,1,0,1,27,0,2,0,0,4 +arciaor01,2018,1,MIL,NL,119,348,32,82,16,0,3,30,7,4,15,87,0,1,1,1,9 +arenano01,2018,1,COL,NL,156,590,104,175,38,2,38,110,2,2,73,122,10,3,1,6,16 +armstsh01,2018,1,SEA,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +arrieja01,2018,1,PHI,NL,31,45,3,6,0,0,1,3,0,0,3,27,0,0,2,0,1 +arroych01,2018,1,TBA,AL,20,53,5,14,2,1,1,6,0,0,6,16,0,0,0,0,0 +asheral01,2018,1,MIL,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +astudwi01,2018,1,MIN,AL,30,93,9,33,4,1,3,21,0,0,2,3,0,1,0,1,4 +asuajca01,2018,1,SDN,NL,79,189,15,37,8,1,2,19,1,1,24,46,1,1,1,3,5 +austity01,2018,1,NYA,AL,34,121,16,27,6,0,8,23,1,1,8,53,0,2,0,1,2 +austity01,2018,2,MIN,AL,35,123,18,29,4,0,9,24,0,1,11,42,0,0,0,2,1 +aveliab01,2018,1,SFN,NL,6,11,1,3,0,0,0,0,0,0,0,3,0,0,0,0,0 +avilaal01,2018,1,ARI,NL,80,194,13,32,6,0,7,20,0,0,37,90,2,1,0,2,4 +avilalu01,2018,1,CHA,AL,58,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +avilalu01,2018,2,PHI,NL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +axforjo01,2018,1,TOR,AL,45,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +axforjo01,2018,2,LAN,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +baderha01,2018,1,SLN,NL,138,379,61,100,20,2,12,37,15,3,31,125,3,11,2,4,1 +baezja01,2018,1,CHN,NL,160,606,101,176,40,9,34,111,21,9,29,167,8,5,1,4,10 +baezpe01,2018,1,LAN,NL,55,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +baezsa01,2018,1,DET,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +baileho02,2018,1,CIN,NL,20,26,0,3,0,0,0,0,0,0,1,13,0,0,7,0,0 +bandaan01,2018,1,TBA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bandyje01,2018,1,MIL,NL,24,64,5,12,2,0,1,1,0,0,3,23,0,4,0,0,0 +barbajo01,2018,1,DET,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bardlu01,2018,1,LAA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barlosc01,2018,1,KCA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barneau01,2018,1,LAN,NL,100,200,32,41,5,0,4,14,4,3,31,67,4,6,1,0,7 +barnebr02,2018,1,CLE,AL,19,19,2,5,0,0,1,2,0,0,2,5,0,0,0,0,1 +barneda02,2018,1,TOR,AL,47,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barneja01,2018,1,MIL,NL,49,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barnema01,2018,1,BOS,AL,62,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barneto01,2018,1,TEX,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barnhtu01,2018,1,CIN,NL,138,460,50,114,21,3,10,46,0,4,54,96,2,2,3,3,13 +baronst01,2018,1,SLN,NL,2,5,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +barraky01,2018,1,MIA,NL,61,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barrefr02,2018,1,OAK,AL,32,73,10,17,4,0,5,16,0,0,1,29,0,1,0,0,3 +barreja01,2018,1,ARI,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barrija01,2018,1,LAA,AL,26,5,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1 +bashlty01,2018,1,NYN,NL,24,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +bassan01,2018,1,CHN,NL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bassich01,2018,1,OAK,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bauerja01,2018,1,TBA,AL,96,323,48,65,22,2,11,48,6,6,54,104,0,3,2,6,3 +bauertr01,2018,1,CLE,AL,28,3,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +baumabu01,2018,1,SDN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +baumabu01,2018,2,NYN,NL,3,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bautige01,2018,1,NYN,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bautijo02,2018,1,ATL,NL,12,35,3,5,1,0,2,5,0,0,5,12,0,0,0,0,0 +bautijo02,2018,2,NYN,NL,83,245,37,50,13,0,9,37,2,2,51,84,2,5,0,1,2 +bautijo02,2018,3,PHI,NL,27,45,12,11,4,0,2,6,2,1,11,15,0,1,0,0,0 +bautira01,2018,1,WAS,NL,9,6,1,0,0,0,0,0,0,0,0,1,0,0,0,0,1 +beckch02,2018,1,CHA,AL,14,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +beckch02,2018,2,NYN,NL,6,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +beckhgo01,2018,1,SEA,AL,22,44,3,8,1,0,0,1,1,0,4,11,0,0,2,0,1 +beckhti01,2018,1,BAL,AL,96,369,45,85,17,0,12,35,1,2,27,100,0,3,1,2,10 +bedroca01,2018,1,LAA,AL,71,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +beedety01,2018,1,SFN,NL,2,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +beeksja01,2018,1,BOS,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +beeksja01,2018,2,TBA,AL,12,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +belisma01,2018,1,CLE,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +belisma01,2018,2,MIN,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +belivje01,2018,1,CLE,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bellch02,2018,1,DET,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bellico01,2018,1,LAN,NL,162,557,84,145,28,7,25,76,14,1,69,151,9,3,0,3,7 +belljo02,2018,1,PIT,NL,148,501,74,131,31,4,12,62,2,5,77,104,2,0,0,5,12 +beltbr01,2018,1,SFN,NL,112,399,50,101,18,2,14,46,4,0,49,107,6,6,0,2,2 +beltrad01,2018,1,TEX,AL,119,433,49,118,23,1,15,65,1,0,34,96,2,6,0,8,13 +beninan01,2018,1,BOS,AL,148,579,103,168,41,6,16,87,21,3,71,106,1,2,2,7,9 +bergmch01,2018,1,SEA,AL,3,2,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0 +berrijo01,2018,1,MIN,AL,32,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +bertijo01,2018,1,TOR,AL,4,15,2,4,1,1,0,2,1,0,0,4,0,0,0,0,0 +betande01,2018,1,NYA,AL,66,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +bettich01,2018,1,COL,NL,27,34,2,3,0,0,0,2,0,0,2,18,0,0,3,0,0 +bettsmo01,2018,1,BOS,AL,136,520,129,180,47,5,32,80,30,6,81,91,8,8,0,5,5 +biagijo01,2018,1,TOR,AL,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bibenau01,2018,1,TEX,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +biddlje01,2018,1,ATL,NL,60,2,0,1,1,0,0,1,0,0,0,0,0,0,0,0,0 +biebesh01,2018,1,CLE,AL,20,4,0,1,1,0,0,0,0,0,1,2,0,0,0,0,0 +birdgr01,2018,1,NYA,AL,82,272,23,54,16,1,11,38,0,0,30,78,1,5,0,4,4 +blachty01,2018,1,SFN,NL,50,29,0,1,0,0,0,0,0,0,2,15,0,0,3,0,1 +blackch02,2018,1,COL,NL,156,626,119,182,31,7,29,70,12,4,59,134,2,8,1,2,10 +blackpa01,2018,1,OAK,AL,6,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1 +blackra01,2018,1,SFN,NL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +blancgr01,2018,1,SFN,NL,68,189,19,41,7,3,2,12,6,2,12,58,0,0,1,1,2 +blandal01,2018,1,CIN,NL,69,128,14,30,4,0,1,8,0,0,13,41,1,4,2,0,4 +blashja01,2018,1,LAA,AL,24,39,4,4,1,0,0,1,2,1,5,24,0,0,0,1,0 +bleicje01,2018,1,OAK,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bleieri01,2018,1,BAL,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +blevije01,2018,1,NYN,NL,64,2,0,1,0,0,0,1,0,0,0,1,0,0,0,0,0 +bogaexa01,2018,1,BOS,AL,136,513,72,148,45,3,23,103,8,2,55,102,4,6,0,6,14 +bonifjo01,2018,1,KCA,AL,69,236,31,53,16,2,4,23,0,1,29,71,1,2,1,2,3 +borucry01,2018,1,TOR,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bostich01,2018,1,PIT,NL,2,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +bostich01,2018,2,MIA,NL,13,14,0,3,1,0,0,2,0,0,2,6,0,0,0,0,0 +boteda01,2018,1,CHN,NL,74,184,23,44,9,2,6,33,3,4,19,60,1,4,0,3,3 +bourjpe01,2018,1,ATL,NL,36,44,5,9,2,1,1,4,0,0,2,15,0,0,1,0,0 +bourju01,2018,1,MIA,NL,112,374,43,85,10,1,19,54,1,0,69,111,6,1,0,3,8 +bourju01,2018,2,PHI,NL,29,49,6,11,3,0,1,5,1,0,4,13,0,1,0,0,2 +bowmama01,2018,1,SLN,NL,22,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +boxbebr01,2018,1,ARI,NL,60,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +boydma01,2018,1,DET,AL,31,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +boyerbl01,2018,1,KCA,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brachbr01,2018,1,BAL,AL,42,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brachbr01,2018,2,ATL,NL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brachsi01,2018,1,ARI,NL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bradfch02,2018,1,SEA,AL,46,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bradlar01,2018,1,ARI,NL,76,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bradlja02,2018,1,BOS,AL,144,474,76,111,33,4,13,59,17,1,46,137,3,11,0,4,6 +brantmi02,2018,1,CLE,AL,143,570,89,176,36,2,17,76,12,3,48,60,0,5,1,6,15 +brasiry01,2018,1,BOS,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +braulst01,2018,1,PIT,NL,46,20,0,3,1,0,0,0,0,0,1,5,0,0,0,0,0 +braunry02,2018,1,MIL,NL,125,405,59,103,25,1,20,64,11,5,34,85,5,2,0,3,8 +brebbjo01,2018,1,SLN,NL,45,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +bregmal01,2018,1,HOU,AL,157,594,105,170,51,1,31,103,10,4,96,85,2,12,0,3,15 +breweco01,2018,1,SDN,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +briceau01,2018,1,CIN,NL,33,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +bricejo01,2018,1,LAA,AL,46,117,12,28,2,0,5,10,0,1,8,35,0,2,1,0,2 +bridwpa01,2018,1,LAA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brighje01,2018,1,MIA,NL,4,3,1,1,0,0,0,0,0,0,0,1,0,0,1,0,0 +brinsle01,2018,1,MIA,NL,109,382,31,76,10,5,11,42,2,1,17,120,2,4,0,2,6 +britoso01,2018,1,ARI,NL,24,40,3,7,0,0,1,3,0,1,3,9,0,0,0,1,0 +brittza01,2018,1,BAL,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brittza01,2018,2,NYA,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brookaa01,2018,1,OAK,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brothre01,2018,1,ATL,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +broxtke01,2018,1,MIL,NL,51,78,15,14,2,2,4,11,5,1,11,28,0,0,0,0,0 +bruceja01,2018,1,NYN,NL,94,319,31,71,18,1,9,37,2,3,41,75,4,0,0,1,3 +bryankr01,2018,1,CHN,NL,102,389,59,106,28,3,13,52,2,4,48,107,6,17,0,3,5 +buchhcl01,2018,1,ARI,NL,17,31,0,2,1,0,0,1,0,0,1,17,0,0,5,0,0 +buchtry01,2018,1,OAK,AL,54,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +buehlwa01,2018,1,LAN,NL,24,43,1,7,0,0,0,1,0,0,2,21,0,0,2,0,0 +bumgama01,2018,1,SFN,NL,22,44,2,7,2,0,0,4,0,0,1,20,0,0,0,1,0 +bummeaa01,2018,1,CHA,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bundydy01,2018,1,BAL,AL,31,5,1,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +burdini01,2018,1,PIT,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +burneco01,2018,1,MIL,NL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +burrry01,2018,1,CHA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +busenal01,2018,1,MIN,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bushma01,2018,1,TEX,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +buterdr01,2018,1,KCA,AL,52,149,11,28,9,0,2,18,0,0,13,37,0,2,0,2,4 +buterdr01,2018,2,COL,NL,10,14,2,3,0,0,1,3,0,0,2,2,0,0,0,0,0 +butleda01,2018,1,BOS,AL,2,6,0,1,0,0,0,1,0,0,0,2,0,0,0,1,0 +butleed01,2018,1,CHN,NL,8,2,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +butleed01,2018,2,TEX,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +buttrty01,2018,1,LAA,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +buxtoby01,2018,1,MIN,AL,28,90,8,14,4,0,0,4,5,0,3,28,0,0,1,0,1 +cabreas01,2018,1,NYN,NL,98,375,48,104,23,1,18,58,0,0,29,81,1,1,0,2,12 +cabreas01,2018,2,PHI,NL,49,171,20,39,13,0,5,17,0,0,12,38,0,2,0,0,4 +cabreme01,2018,1,CLE,AL,78,250,28,70,17,0,6,39,1,1,20,38,0,3,0,5,10 +cabremi01,2018,1,DET,AL,38,134,17,40,11,0,3,22,0,0,22,27,4,0,0,1,6 +cahiltr01,2018,1,OAK,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cainlo01,2018,1,MIL,NL,141,539,90,166,25,2,10,38,30,7,71,94,1,8,0,2,10 +calhoko01,2018,1,LAA,AL,137,491,71,102,18,2,19,57,6,2,53,133,2,1,0,6,9 +calhowi01,2018,1,TEX,AL,35,99,8,22,5,0,2,11,0,0,6,24,0,1,0,2,2 +camarjo01,2018,1,ATL,NL,134,464,63,126,27,1,19,76,1,1,51,108,4,6,0,3,13 +candeje01,2018,1,DET,AL,144,539,78,121,28,3,19,54,3,2,66,160,1,9,0,5,4 +canhama01,2018,1,OAK,AL,122,365,60,91,22,0,17,52,1,2,34,88,3,10,0,2,11 +canoro01,2018,1,SEA,AL,80,310,44,94,22,0,10,50,0,0,32,47,2,4,0,2,9 +caratvi01,2018,1,CHN,NL,76,181,21,42,7,0,2,21,0,0,12,42,0,4,2,1,5 +carlesh01,2018,1,ATL,NL,53,4,0,0,0,0,0,0,0,0,0,4,0,0,1,0,0 +carpema01,2018,1,SLN,NL,156,564,111,145,42,0,36,81,4,1,102,158,17,6,0,4,0 +carpery01,2018,1,DET,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +carraca01,2018,1,CLE,AL,32,4,0,1,0,0,0,1,0,0,0,2,0,0,0,0,0 +carroco01,2018,1,BAL,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +casalcu01,2018,1,CIN,NL,52,140,15,41,10,0,4,16,0,2,12,32,1,2,1,1,5 +cashnan01,2018,1,BAL,AL,29,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +casteni01,2018,1,DET,AL,157,620,88,185,46,5,23,89,2,1,49,151,5,6,0,3,8 +castidi01,2018,1,TBA,AL,43,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +castijo03,2018,1,SDN,NL,37,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0 +castilu02,2018,1,CIN,NL,31,59,4,6,1,0,0,2,0,0,2,23,0,0,4,0,0 +castiwe01,2018,1,CHA,AL,49,170,17,44,7,0,6,15,1,0,9,46,0,2,0,0,7 +castrda01,2018,1,COL,NL,18,46,2,8,1,0,1,6,0,0,1,7,1,0,0,0,2 +castrha01,2018,1,DET,AL,6,10,2,3,0,0,0,0,1,0,0,2,0,0,0,0,0 +castrja01,2018,1,MIN,AL,19,63,4,9,3,0,1,3,0,0,9,26,0,1,0,1,2 +castrmi01,2018,1,BAL,AL,63,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +castrst01,2018,1,MIA,NL,154,593,76,165,32,2,12,54,6,4,48,124,3,0,0,6,18 +caveja01,2018,1,MIN,AL,91,283,54,75,16,2,13,45,2,1,18,102,2,3,2,3,2 +cecilbr01,2018,1,SLN,NL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cedenxa01,2018,1,CHA,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cedenxa01,2018,2,MIL,NL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +centeju01,2018,1,TEX,AL,10,37,3,6,1,0,1,3,0,0,1,7,0,0,0,0,2 +cervefr01,2018,1,PIT,NL,104,332,39,86,15,3,12,57,2,3,51,84,1,15,2,4,7 +cespeyo01,2018,1,NYN,NL,38,141,20,37,6,0,9,29,3,0,13,50,2,1,0,2,1 +cessalu01,2018,1,NYA,AL,16,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +chacijh01,2018,1,MIL,NL,36,56,2,9,1,0,0,1,0,0,3,17,0,0,9,0,0 +chafian01,2018,1,ARI,NL,77,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chapmar01,2018,1,NYA,AL,55,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chapmma01,2018,1,OAK,AL,145,547,100,152,42,6,24,68,1,2,58,146,0,9,0,2,18 +chargjt01,2018,1,LAN,NL,39,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chatwty01,2018,1,CHN,NL,25,25,3,4,0,0,0,2,0,0,1,6,0,0,6,0,0 +chaveje01,2018,1,TEX,AL,30,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +chaveje01,2018,2,CHN,NL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chenwe02,2018,1,MIA,NL,27,40,2,6,1,0,0,2,0,0,0,18,0,0,2,0,0 +chiriro01,2018,1,TEX,AL,113,360,48,80,15,1,18,65,2,0,45,140,0,19,0,2,7 +chiriyo01,2018,1,TBA,AL,18,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +chiselo01,2018,1,CLE,AL,29,84,11,27,6,1,1,9,1,0,8,12,1,2,1,0,2 +choiji01,2018,1,MIL,NL,12,30,4,7,2,0,2,5,0,0,2,14,1,0,0,0,1 +choiji01,2018,2,TBA,AL,49,160,21,43,12,1,8,27,2,0,24,41,0,3,0,2,0 +choosh01,2018,1,TEX,AL,146,560,83,148,30,1,21,62,6,1,92,156,2,10,1,2,11 +cimbead01,2018,1,SDN,NL,42,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +cimbead01,2018,2,CLE,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cingrto01,2018,1,LAN,NL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cishest01,2018,1,CHN,NL,80,6,1,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +ciuffni01,2018,1,TBA,AL,16,37,3,7,1,0,1,5,0,0,3,12,0,1,2,1,1 +claudal01,2018,1,TEX,AL,66,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clevimi01,2018,1,CLE,AL,32,4,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +clippty01,2018,1,TOR,AL,73,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cloydty01,2018,1,MIA,NL,7,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +cobbal01,2018,1,BAL,AL,28,6,0,1,0,0,0,0,0,0,0,2,0,0,1,0,0 +coleaj01,2018,1,WAS,NL,4,3,1,1,0,0,1,1,0,0,0,1,0,0,1,0,0 +coleaj01,2018,2,NYA,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +colege01,2018,1,HOU,AL,32,9,0,0,0,0,0,0,0,0,0,8,0,0,0,0,0 +colemlo01,2018,1,DET,AL,51,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +coleta01,2018,1,LAA,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +colliti01,2018,1,WAS,NL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +colomal01,2018,1,TBA,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +colomal01,2018,2,SEA,AL,47,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +colonba01,2018,1,TEX,AL,28,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +confomi01,2018,1,NYN,NL,153,543,78,132,25,1,28,82,3,4,84,159,8,7,0,4,10 +conlead01,2018,1,MIA,NL,52,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +conlopj01,2018,1,NYN,NL,3,3,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +contrwi01,2018,1,CHN,NL,138,474,50,118,27,5,10,54,4,1,53,121,2,13,2,2,14 +cookry01,2018,1,SEA,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +coopega03,2018,1,MIA,NL,14,33,2,7,1,0,0,2,0,0,4,12,0,1,0,0,1 +copelsc01,2018,1,NYN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +corbipa01,2018,1,ARI,NL,33,61,1,12,1,0,0,5,0,0,2,25,0,0,4,0,3 +corcida01,2018,1,LAN,NL,2,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +cordefr02,2018,1,SDN,NL,40,139,19,33,5,1,7,19,5,2,14,55,0,0,1,0,1 +cordeji01,2018,1,WAS,NL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cordery01,2018,1,CHA,AL,19,37,3,4,1,0,1,4,0,0,0,15,0,1,0,2,0 +correca01,2018,1,HOU,AL,110,402,60,96,20,1,15,65,3,0,53,111,3,2,0,11,17 +cortene01,2018,1,BAL,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +couloda01,2018,1,OAK,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +coveydy01,2018,1,CHA,AL,27,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +cowarka01,2018,1,LAA,AL,47,112,7,15,7,1,1,10,1,0,10,44,0,1,0,1,2 +cozarza01,2018,1,LAA,AL,58,224,29,49,13,2,5,18,0,0,19,42,0,7,0,3,7 +cozendy01,2018,1,PHI,NL,26,38,2,6,2,0,1,2,1,0,6,24,0,0,0,0,0 +crawfbr01,2018,1,SFN,NL,151,531,63,135,28,2,14,54,4,5,50,122,13,8,0,5,12 +crawfjp01,2018,1,PHI,NL,49,117,17,25,6,3,3,12,2,0,13,37,0,5,2,0,2 +crickky01,2018,1,PIT,NL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +crockky01,2018,1,CIN,NL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +croncj01,2018,1,TBA,AL,140,501,68,127,28,1,30,74,1,2,37,145,2,17,0,5,11 +cruzne02,2018,1,SEA,AL,144,519,70,133,18,1,37,97,1,0,55,122,5,14,0,3,15 +cruzrh01,2018,1,TOR,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cruzto03,2018,1,CIN,NL,9,26,2,4,1,0,1,2,0,0,0,11,0,0,0,0,4 +cuetojo01,2018,1,SFN,NL,9,12,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +cuevano01,2018,1,COL,NL,75,146,16,34,4,1,2,10,1,0,6,24,1,1,0,0,1 +cuevawi01,2018,1,BOS,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +culbech01,2018,1,ATL,NL,113,296,47,80,18,2,12,45,4,2,21,85,5,4,0,1,5 +cumptbr01,2018,1,TOR,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +curtijo02,2018,1,MIN,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +curtiza01,2018,1,PHI,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +curtiza01,2018,2,TEX,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cuthbch01,2018,1,KCA,AL,30,103,11,20,2,0,3,7,0,1,11,23,0,2,0,1,5 +dahlda01,2018,1,COL,NL,77,249,31,68,11,3,16,48,5,3,19,68,4,1,0,2,4 +danisty01,2018,1,CHA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +darnach01,2018,1,SFN,NL,42,93,9,20,5,0,3,9,2,1,4,37,0,1,1,1,0 +darnatr01,2018,1,NYN,NL,4,15,1,3,0,0,1,3,0,0,1,5,0,0,0,0,0 +darviyu01,2018,1,CHN,NL,8,12,0,1,1,0,0,0,0,0,0,7,0,0,2,0,0 +davidma02,2018,1,CHA,AL,126,434,51,99,23,0,20,62,0,0,52,165,0,7,0,3,8 +davieza01,2018,1,MIL,NL,13,15,0,1,0,0,0,0,0,0,0,8,0,0,4,0,0 +davisau01,2018,1,PHI,NL,32,3,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +davisch02,2018,1,BAL,AL,128,470,40,79,12,0,16,49,2,0,41,192,2,7,0,4,5 +davisjd01,2018,1,HOU,AL,42,103,9,18,2,0,1,5,0,0,10,29,0,0,0,0,3 +davisjo05,2018,1,TOR,AL,20,25,3,5,1,0,0,0,3,0,1,6,0,1,0,0,2 +daviskh01,2018,1,OAK,AL,151,576,98,142,28,1,48,123,0,0,59,175,5,12,0,7,16 +davisra01,2018,1,CLE,AL,101,196,33,44,6,1,1,6,21,7,11,48,0,4,4,1,2 +davista01,2018,1,CHN,NL,5,5,0,2,0,0,0,2,0,0,0,1,0,0,0,1,0 +daviswa01,2018,1,COL,NL,69,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +deanau01,2018,1,MIA,NL,34,113,16,25,4,0,4,14,1,0,7,22,0,2,0,0,1 +deetzde01,2018,1,HOU,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +degroja01,2018,1,NYN,NL,32,67,1,11,1,0,0,5,0,0,4,25,0,0,3,0,1 +dejonch01,2018,1,MIN,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dejonpa01,2018,1,SLN,NL,115,436,68,105,25,1,19,68,1,1,36,123,2,12,0,5,6 +delarjo01,2018,1,ARI,NL,43,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +delarjo01,2018,2,CHN,NL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +delgara01,2018,1,ARI,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +delmoni01,2018,1,CHA,AL,88,284,31,61,11,5,8,25,1,2,27,80,1,6,0,1,7 +delosen01,2018,1,PHI,NL,7,3,0,0,0,0,0,0,0,0,0,2,0,0,2,0,0 +dendema01,2018,1,NYN,NL,8,18,0,0,0,0,0,1,0,0,2,9,0,0,0,1,0 +descada01,2018,1,ARI,NL,138,349,54,83,22,4,13,57,0,1,64,110,2,2,0,7,2 +desclan01,2018,1,CIN,NL,21,42,3,6,0,0,1,4,0,0,0,25,0,0,4,0,0 +deshide02,2018,1,TEX,AL,106,334,52,72,14,1,2,22,20,4,43,83,0,3,12,1,1 +desmoia01,2018,1,COL,NL,160,555,82,131,21,8,22,88,20,6,53,146,0,6,1,4,17 +despaod01,2018,1,MIA,NL,11,4,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +despaod01,2018,2,LAA,AL,8,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +detwiro01,2018,1,SEA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +devench02,2018,1,HOU,AL,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +deverra01,2018,1,BOS,AL,121,450,59,108,24,0,21,66,5,2,38,121,6,0,0,2,9 +diazal02,2018,1,TOR,AL,130,422,55,111,26,0,18,55,3,4,23,62,2,3,0,4,9 +diazed04,2018,1,SEA,AL,73,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +diazel01,2018,1,PIT,NL,82,252,33,72,12,0,10,34,0,1,21,40,1,1,0,3,4 +diazmi02,2018,1,SDN,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +diazya01,2018,1,CLE,AL,39,109,15,34,5,2,1,15,0,0,11,19,1,0,0,0,6 +dickeco01,2018,1,PIT,NL,135,504,65,151,35,7,13,55,8,3,21,80,4,4,0,4,14 +diekmja01,2018,1,TEX,AL,47,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +diekmja01,2018,2,ARI,NL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dietrde01,2018,1,MIA,NL,149,499,72,132,26,2,16,45,2,0,29,140,2,21,0,2,5 +difowi01,2018,1,WAS,NL,148,408,55,94,14,7,7,42,10,3,39,82,5,2,3,4,8 +dixonbr01,2018,1,CIN,NL,74,118,14,21,6,0,5,10,0,0,6,43,0,0,0,0,2 +dominse01,2018,1,PHI,NL,53,1,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +donaljo02,2018,1,TOR,AL,36,137,22,32,11,0,5,16,2,0,21,44,2,0,0,1,1 +donaljo02,2018,2,CLE,AL,16,50,8,14,3,0,3,7,0,0,10,10,0,0,0,0,2 +doolise01,2018,1,WAS,NL,43,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +doziebr01,2018,1,MIN,AL,104,410,65,93,21,2,16,52,8,3,46,96,1,3,0,3,7 +doziebr01,2018,2,LAN,NL,47,143,16,26,9,0,5,20,4,0,24,33,0,1,0,2,5 +doziehu01,2018,1,KCA,AL,102,362,36,83,19,4,11,34,2,3,24,109,0,1,0,1,12 +drakeol01,2018,1,MIL,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +drakeol01,2018,2,CLE,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +drakeol01,2018,3,LAA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +drakeol01,2018,4,TOR,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +drakeol01,2018,5,MIN,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +drurybr01,2018,1,NYA,AL,18,51,2,9,2,0,1,7,0,0,5,12,0,1,0,0,4 +drurybr01,2018,2,TOR,AL,8,26,3,4,2,0,0,3,0,0,2,8,0,1,0,0,1 +dudalu01,2018,1,KCA,AL,87,310,34,75,12,1,13,48,1,0,24,95,2,8,0,3,4 +dudalu01,2018,2,ATL,NL,20,18,1,4,2,0,1,2,0,0,4,7,0,0,0,0,1 +duensbr01,2018,1,CHN,NL,48,1,1,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +duffety01,2018,1,MIN,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +duffyda01,2018,1,KCA,AL,28,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +duffyma01,2018,1,TBA,AL,132,503,59,148,22,1,4,44,12,6,47,93,1,7,1,2,12 +duggast01,2018,1,SFN,NL,41,141,20,36,11,1,2,17,5,1,10,44,1,0,0,1,0 +dukeza01,2018,1,MIN,AL,45,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +dukeza01,2018,2,SEA,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dullry01,2018,1,OAK,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dunnmi01,2018,1,COL,NL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +duvalad01,2018,1,CIN,NL,105,331,40,68,19,0,15,61,2,2,34,100,3,4,0,1,8 +duvalad01,2018,2,ATL,NL,33,53,8,7,1,0,0,0,0,0,3,17,0,1,0,0,1 +dysonja01,2018,1,ARI,NL,67,206,29,39,4,2,2,12,16,3,27,34,2,0,3,1,3 +dysonsa01,2018,1,SFN,NL,74,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +eatonad02,2018,1,WAS,NL,95,319,55,96,18,1,5,33,9,1,38,64,0,11,2,0,2 +edwarca01,2018,1,CHN,NL,58,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +edwarjo02,2018,1,CLE,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +eflinza01,2018,1,PHI,NL,25,44,3,4,0,0,1,1,0,0,0,31,0,0,6,0,0 +eickhje01,2018,1,PHI,NL,3,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +eliasro01,2018,1,SEA,AL,23,2,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +ellisaj01,2018,1,SDN,NL,66,151,19,41,8,0,1,15,0,0,26,37,1,1,3,2,2 +encared01,2018,1,CLE,AL,137,500,74,123,16,1,32,107,3,0,63,132,2,8,0,7,14 +engelad01,2018,1,CHA,AL,143,429,49,101,17,4,6,29,16,8,18,129,0,8,7,1,1 +eovalna01,2018,1,TBA,AL,11,7,1,1,0,0,0,1,0,0,0,5,0,0,0,0,0 +eovalna01,2018,2,BOS,AL,12,2,1,0,0,0,0,0,0,0,1,2,0,0,0,0,0 +erlinro01,2018,1,SDN,NL,40,23,1,5,0,0,0,0,0,0,1,11,0,0,3,0,0 +ervinph01,2018,1,CIN,NL,78,218,27,55,10,1,7,31,6,1,20,60,1,5,0,4,5 +escobal02,2018,1,KCA,AL,140,485,54,112,22,3,4,34,8,2,29,74,1,5,8,4,14 +escobed01,2018,1,MIN,AL,97,368,45,101,37,3,15,63,1,3,34,91,6,3,0,3,7 +escobed01,2018,2,ARI,NL,54,198,30,53,11,0,8,21,1,1,18,35,2,2,0,5,5 +estrama01,2018,1,TOR,AL,28,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +evansph01,2018,1,NYN,NL,15,21,1,3,0,0,0,1,1,0,2,8,0,0,0,0,1 +familje01,2018,1,NYN,NL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +familje01,2018,2,OAK,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fariaja01,2018,1,TBA,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +farmebu01,2018,1,DET,AL,66,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +farmeky01,2018,1,LAN,NL,39,68,1,16,4,1,0,9,0,0,5,15,1,3,0,1,1 +farquda01,2018,1,CHA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +farrelu01,2018,1,CHN,NL,20,4,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0 +feddeer01,2018,1,WAS,NL,11,16,1,1,0,0,0,0,0,0,1,5,0,0,0,0,1 +federti01,2018,1,HOU,AL,10,34,4,7,3,0,0,2,0,0,1,13,0,0,0,0,1 +federti01,2018,2,CIN,NL,5,6,1,2,1,0,1,2,0,0,1,3,0,0,0,0,0 +felizmi01,2018,1,PIT,NL,47,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +ferguca01,2018,1,LAN,NL,30,5,0,1,0,0,0,0,0,0,0,3,0,0,0,0,1 +fernajo03,2018,1,LAA,AL,36,116,9,31,8,0,2,11,1,0,6,15,0,1,0,0,2 +fernajo04,2018,1,TOR,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +festama01,2018,1,SEA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fieldjo03,2018,1,LAN,NL,45,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fieldjo04,2018,1,TBA,AL,63,169,20,36,9,0,6,14,4,0,7,58,0,2,1,0,3 +fieldjo04,2018,2,MIN,AL,21,52,8,13,4,0,3,7,0,0,0,14,0,1,0,1,0 +fiersmi01,2018,1,DET,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fiersmi01,2018,2,OAK,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fillmhe01,2018,1,KCA,AL,17,4,0,1,1,0,0,1,0,0,0,3,0,0,1,0,0 +finnebr01,2018,1,CIN,NL,5,7,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +fishede01,2018,1,HOU,AL,42,79,13,13,2,2,4,11,2,0,5,42,0,0,0,2,0 +fistedo01,2018,1,TEX,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +flaheja01,2018,1,SLN,NL,31,46,2,7,0,0,0,0,0,0,2,20,0,0,4,0,0 +flahery01,2018,1,ATL,NL,81,161,17,35,6,0,2,13,4,2,18,41,4,1,1,1,5 +fletcda02,2018,1,LAA,AL,80,284,35,78,18,2,1,25,3,0,15,34,0,3,3,2,7 +flexech01,2018,1,NYN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +florewi01,2018,1,NYN,NL,126,386,43,103,25,0,11,51,0,0,29,42,1,5,0,9,8 +floripe01,2018,1,PHI,NL,50,71,13,16,6,1,2,5,1,2,5,30,0,0,0,0,0 +florody01,2018,1,CIN,NL,25,4,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +florody01,2018,2,LAN,NL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +flowety01,2018,1,ATL,NL,82,251,34,57,9,0,8,30,0,0,35,76,0,9,0,1,6 +flynnbr01,2018,1,KCA,AL,48,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +foltymi01,2018,1,ATL,NL,31,58,3,3,1,0,0,4,0,0,0,41,0,0,8,0,0 +fontano01,2018,1,LAA,AL,8,11,1,1,0,0,1,1,0,0,1,6,0,0,0,0,0 +fontwi01,2018,1,LAN,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0 +fontwi01,2018,2,OAK,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fontwi01,2018,3,TBA,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +forsylo01,2018,1,LAN,NL,70,193,18,40,10,0,2,13,2,0,17,43,1,0,0,1,5 +forsylo01,2018,2,MIN,AL,50,178,19,46,6,0,0,14,1,0,24,40,0,3,0,0,5 +fowlede01,2018,1,SLN,NL,90,289,40,52,10,0,8,31,5,2,38,75,0,3,0,4,2 +fowledu01,2018,1,OAK,AL,69,192,19,43,3,2,6,23,6,4,8,47,0,1,0,2,2 +francma02,2018,1,PHI,NL,131,433,48,117,17,1,22,68,1,0,29,62,7,0,0,3,15 +frankni01,2018,1,MIL,NL,1,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +frareca01,2018,1,CHA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fraziad01,2018,1,PIT,NL,113,318,52,88,23,2,10,35,1,3,29,53,2,3,1,1,3 +frazicl01,2018,1,NYA,AL,15,34,9,9,3,0,0,1,0,0,5,13,0,2,0,0,3 +frazito01,2018,1,NYN,NL,115,408,54,87,18,0,18,59,9,4,48,112,1,8,0,8,10 +freelky01,2018,1,COL,NL,33,65,5,6,2,0,0,2,0,0,2,40,0,0,4,0,0 +freemfr01,2018,1,ATL,NL,162,618,94,191,44,4,23,98,10,3,76,132,12,7,0,6,11 +freemmi01,2018,1,CHN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +freemsa01,2018,1,ATL,NL,63,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +freesda01,2018,1,PIT,NL,94,241,29,68,10,1,9,42,0,0,18,56,1,3,0,3,10 +freesda01,2018,2,LAN,NL,19,39,9,15,2,1,2,9,0,0,6,16,0,2,0,0,0 +freitda01,2018,1,SEA,AL,36,93,9,20,6,0,1,5,0,0,8,25,0,0,1,0,2 +friedma01,2018,1,ATL,NL,14,8,1,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +fryja01,2018,1,CHA,AL,59,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +frypa01,2018,1,BAL,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fulmeca01,2018,1,CHA,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fulmemi01,2018,1,DET,AL,24,6,0,0,0,0,0,0,0,0,0,4,0,0,1,0,1 +gagnodr01,2018,1,NYN,NL,5,1,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0 +galero01,2018,1,LAN,NL,3,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +gallaca01,2018,1,KCA,AL,22,63,5,13,3,0,1,7,0,0,3,15,0,1,1,1,1 +gallayo01,2018,1,CIN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gallayo01,2018,2,TEX,AL,18,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +gallegi01,2018,1,NYA,AL,4,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gallegi01,2018,2,SLN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gallois01,2018,1,MIA,NL,43,64,7,13,3,0,3,7,1,1,9,21,0,0,1,0,0 +gallojo01,2018,1,TEX,AL,148,500,82,103,24,1,40,92,3,4,74,207,4,3,0,0,3 +galvifr01,2018,1,SDN,NL,162,602,62,149,31,5,13,67,8,6,45,147,2,2,1,6,8 +gamelbe01,2018,1,SEA,AL,101,257,37,70,14,4,1,19,7,3,31,61,1,4,0,1,4 +gantjo01,2018,1,SLN,NL,28,31,2,2,0,0,2,3,0,0,0,14,0,0,3,0,0 +garciad02,2018,1,SLN,NL,21,17,3,2,1,0,0,1,0,0,0,7,0,0,0,0,0 +garciar01,2018,1,SFN,NL,19,63,8,18,1,0,4,9,0,0,2,31,0,0,0,0,1 +garciav01,2018,1,CHA,AL,93,356,47,84,11,2,19,49,3,1,20,102,2,4,0,5,9 +garcigr01,2018,1,SLN,NL,114,181,15,40,6,0,3,15,3,1,20,37,1,4,1,2,3 +garcija01,2018,1,OAK,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +garcija02,2018,1,TOR,AL,25,4,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +garcija02,2018,2,CHN,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +garcija04,2018,1,MIA,NL,29,9,0,0,0,0,0,0,0,0,1,7,0,0,1,0,0 +garcile02,2018,1,CHA,AL,82,258,23,70,7,4,4,32,12,1,9,69,0,3,4,1,2 +garcilu03,2018,1,PHI,NL,59,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +garciyi01,2018,1,LAN,NL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gardeni01,2018,1,TEX,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gardnbr01,2018,1,NYA,AL,140,530,95,125,20,7,12,45,16,2,65,107,0,5,4,5,6 +garnedu01,2018,1,CHA,AL,1,2,0,1,0,0,0,1,0,0,1,0,0,0,0,0,0 +garream01,2018,1,CIN,NL,66,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +garvemi01,2018,1,MIN,AL,103,302,38,81,19,2,7,45,0,0,29,72,2,2,1,1,8 +gattiev01,2018,1,HOU,AL,128,407,49,92,17,0,25,78,1,0,33,101,2,3,0,8,13 +gausmke01,2018,1,BAL,AL,21,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +gausmke01,2018,2,ATL,NL,11,19,0,1,0,0,0,0,0,0,4,9,0,0,0,0,0 +gavigsa01,2018,1,TOR,AL,26,3,0,1,1,0,0,0,0,0,0,1,0,0,0,0,0 +gearrco01,2018,1,SFN,NL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gearrco01,2018,2,TEX,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gearrco01,2018,3,OAK,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gennesc01,2018,1,CIN,NL,154,584,86,181,30,3,23,92,4,2,42,125,3,4,3,5,14 +gentrcr01,2018,1,BAL,AL,68,156,13,42,5,2,1,11,12,3,11,31,0,1,1,0,2 +gerbemi01,2018,1,DET,AL,18,42,2,4,1,0,0,2,0,0,4,21,0,0,0,1,1 +germado01,2018,1,NYA,AL,21,1,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +gibsoky01,2018,1,MIN,AL,32,2,2,2,0,0,0,0,0,0,0,0,0,0,0,0,0 +gileske01,2018,1,HOU,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gileske01,2018,2,TOR,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gilmase01,2018,1,BAL,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gimench01,2018,1,CHN,NL,12,28,1,4,0,0,0,1,1,0,3,7,0,0,0,1,1 +gimench01,2018,2,MIN,AL,13,29,6,8,1,0,2,6,0,0,3,9,0,1,0,1,1 +giolilu01,2018,1,CHA,AL,32,6,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +givenmy01,2018,1,BAL,AL,69,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +glasnty01,2018,1,PIT,NL,34,3,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +glasnty01,2018,2,TBA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gloveko01,2018,1,WAS,NL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +godleza01,2018,1,ARI,NL,33,53,1,3,0,0,0,1,0,0,4,30,0,0,8,0,0 +goedder01,2018,1,SEA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +goedder01,2018,2,LAN,NL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +goharlu01,2018,1,ATL,NL,9,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +goinsry01,2018,1,KCA,AL,41,115,10,26,8,1,0,6,0,0,4,29,0,0,1,0,2 +goldspa01,2018,1,ARI,NL,158,593,95,172,35,5,33,83,7,4,90,173,11,6,0,0,7 +gombeau01,2018,1,SLN,NL,29,19,1,4,1,0,0,4,0,0,0,3,0,0,2,0,0 +gomesya01,2018,1,CLE,AL,112,403,52,107,26,0,16,48,0,0,21,119,2,8,0,3,4 +gomezca01,2018,1,TBA,AL,118,360,42,75,15,2,9,32,12,3,25,103,0,21,2,0,6 +gomezje01,2018,1,CHA,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gomezmi01,2018,1,SFN,NL,9,15,3,4,0,0,0,1,0,0,0,5,0,0,0,0,0 +gomezro01,2018,1,SFN,NL,5,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +gonsast01,2018,1,MIN,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gonzaad01,2018,1,NYN,NL,54,169,15,40,5,0,6,26,0,0,15,34,3,1,0,2,5 +gonzaal04,2018,1,CHA,AL,3,9,0,1,0,0,0,1,0,0,0,4,0,0,0,0,0 +gonzaca01,2018,1,COL,NL,132,463,71,128,32,4,16,64,5,2,37,113,4,1,0,3,5 +gonzaer01,2018,1,CLE,AL,81,136,17,36,10,1,1,16,3,0,5,34,0,2,0,0,0 +gonzagi01,2018,1,WAS,NL,27,44,1,3,1,0,0,0,0,0,0,27,0,0,3,0,0 +gonzagi01,2018,2,MIL,NL,5,7,2,1,0,0,0,1,0,0,1,4,0,0,0,0,0 +gonzama01,2018,1,HOU,AL,145,489,61,121,25,3,16,68,2,3,53,126,3,3,5,2,14 +gonzama02,2018,1,SEA,AL,29,2,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +gonzame01,2018,1,MIA,NL,8,4,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +gonzami03,2018,1,CHA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +goodrni01,2018,1,DET,AL,131,444,55,109,29,3,16,53,12,4,42,132,1,4,0,2,9 +goodwbr01,2018,1,WAS,NL,48,65,9,13,1,0,3,12,3,1,10,26,0,2,1,1,0 +goodwbr01,2018,2,KCA,AL,27,94,11,25,5,0,3,13,1,1,6,31,0,1,0,0,0 +goodyni01,2018,1,CLE,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gordoal01,2018,1,KCA,AL,141,506,56,124,24,0,13,54,12,2,50,124,4,10,0,2,7 +gordode01,2018,1,SEA,AL,141,556,62,149,17,8,4,36,30,12,9,80,0,9,9,5,10 +gorete01,2018,1,CHN,NL,14,5,5,1,0,0,0,0,6,0,0,1,0,0,0,0,0 +gosseda01,2018,1,OAK,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gosseph01,2018,1,CIN,NL,20,24,5,3,0,0,1,2,0,0,4,8,1,0,0,0,1 +gotttr01,2018,1,WAS,NL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gourryu01,2018,1,HOU,AL,136,537,70,156,33,1,13,85,5,1,23,63,0,6,0,7,22 +gracema02,2018,1,WAS,NL,56,3,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +grandcu01,2018,1,TOR,AL,104,302,48,74,21,1,11,35,2,1,42,96,1,3,1,1,3 +grandcu01,2018,2,MIL,NL,19,41,12,9,1,1,2,3,0,0,12,10,0,1,0,0,0 +grandya01,2018,1,LAN,NL,140,440,65,106,23,2,24,68,2,1,72,124,1,3,0,3,12 +grateju01,2018,1,LAA,AL,1,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +grateju01,2018,2,MIN,AL,3,7,2,1,0,0,0,0,0,0,1,0,0,0,0,0,0 +gravebr01,2018,1,MIA,NL,21,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +graveke01,2018,1,OAK,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grayjo02,2018,1,COL,NL,31,52,2,4,2,0,0,2,0,0,3,30,0,0,6,0,0 +grayso01,2018,1,NYA,AL,30,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +greench03,2018,1,NYA,AL,63,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +greensh02,2018,1,DET,AL,66,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gregelu01,2018,1,SLN,NL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gregodi01,2018,1,NYA,AL,134,504,89,135,23,5,27,86,10,6,48,69,3,7,1,9,8 +greingr01,2018,1,DET,AL,30,96,9,21,6,0,0,12,0,1,17,32,0,0,0,3,0 +greinza01,2018,1,ARI,NL,34,64,6,15,4,0,0,5,3,0,3,16,0,0,4,0,3 +grichra01,2018,1,TOR,AL,124,424,60,104,32,1,25,61,3,2,27,122,0,8,0,3,5 +grimmju01,2018,1,KCA,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grimmju01,2018,2,SEA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grossro01,2018,1,MIN,AL,129,396,50,108,27,1,5,48,0,1,60,83,0,2,2,5,2 +gsellro01,2018,1,NYN,NL,68,3,1,0,0,0,0,0,0,0,0,2,0,1,0,0,0 +guduare01,2018,1,HOU,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guerrga01,2018,1,CIN,NL,14,18,1,3,0,0,1,1,0,0,0,8,0,0,0,0,0 +guerrja01,2018,1,MIA,NL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guerrja02,2018,1,SDN,NL,13,16,2,2,0,0,0,1,0,0,3,9,0,0,0,0,0 +guerrju02,2018,1,MIL,NL,31,35,2,4,3,0,0,0,0,0,0,13,0,0,2,0,0 +guerrta01,2018,1,MIA,NL,60,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guerrta02,2018,1,TOR,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guilllu01,2018,1,NYN,NL,35,67,4,14,2,0,0,5,1,0,7,3,0,0,0,0,1 +guilmpr01,2018,1,SLN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guilmpr01,2018,2,TOR,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gurrilo01,2018,1,TOR,AL,65,249,30,70,8,0,11,35,1,2,9,59,1,2,1,2,2 +guyerbr01,2018,1,CLE,AL,104,194,25,40,11,0,7,27,1,1,15,48,0,11,1,0,5 +guzmaro01,2018,1,TEX,AL,123,387,46,91,18,2,16,58,1,0,33,121,2,7,0,1,8 +gyorkje01,2018,1,SLN,NL,125,351,49,92,19,1,11,47,2,0,44,77,0,3,0,4,12 +haaseer01,2018,1,CLE,AL,9,16,0,2,0,0,0,1,0,0,0,6,0,1,0,0,1 +haderjo01,2018,1,MIL,NL,55,2,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +haleda02,2018,1,NYA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +haleda02,2018,2,MIN,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +haleda02,2018,3,NYA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +haleyju01,2018,1,BOS,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hallma02,2018,1,DET,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hamelco01,2018,1,TEX,AL,20,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hamelco01,2018,2,CHN,NL,12,23,1,3,0,0,1,1,0,0,1,12,0,0,1,0,0 +hamilbi02,2018,1,CIN,NL,153,504,74,119,16,9,4,29,34,10,46,132,0,1,1,4,1 +hamilia01,2018,1,CHA,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hammeja01,2018,1,KCA,AL,39,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +hampsga01,2018,1,COL,NL,24,40,3,11,3,1,0,4,2,0,7,12,0,1,0,0,0 +hancoju01,2018,1,CHN,NL,10,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +handbr01,2018,1,SDN,NL,41,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +handbr01,2018,2,CLE,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hanhoer01,2018,1,NYN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hanigmi01,2018,1,SEA,AL,157,596,90,170,38,4,26,93,8,2,70,148,4,10,0,7,8 +hansoal01,2018,1,SFN,NL,110,294,36,74,17,5,8,39,7,3,9,71,0,1,3,3,4 +happia01,2018,1,CHN,NL,142,387,56,90,19,2,15,44,8,4,70,167,9,3,0,2,6 +happja01,2018,1,TOR,AL,20,6,2,2,0,0,0,0,0,0,1,3,0,0,0,0,0 +happja01,2018,2,NYA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hardybl01,2018,1,DET,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +harpebr03,2018,1,WAS,NL,159,550,103,137,34,0,34,100,13,3,130,169,16,6,0,9,7 +harrijo05,2018,1,PIT,NL,97,344,41,86,13,1,8,37,3,0,18,68,1,5,2,5,8 +harriwi02,2018,1,HOU,AL,61,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hartdo01,2018,1,BAL,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +harvema01,2018,1,NYN,NL,8,7,0,2,0,0,0,0,0,0,0,2,0,0,0,0,1 +harvema01,2018,2,CIN,NL,24,46,1,2,0,0,0,1,0,0,2,17,0,0,2,0,1 +hatchch02,2018,1,OAK,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hauscmi01,2018,1,TOR,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +headlch01,2018,1,SDN,NL,27,52,2,6,1,0,0,4,0,0,6,20,0,2,0,0,3 +healyry01,2018,1,SEA,AL,133,493,51,116,15,0,24,73,0,0,27,113,0,2,0,2,21 +heanean01,2018,1,LAA,AL,30,8,1,1,0,0,0,0,0,0,0,6,0,0,0,0,0 +hechaad01,2018,1,TBA,AL,61,217,29,56,7,0,3,26,1,0,12,37,1,0,2,6,4 +hechaad01,2018,2,PIT,NL,15,43,2,10,4,0,1,3,0,0,3,11,1,0,0,1,3 +hechaad01,2018,3,NYA,AL,18,36,3,7,0,0,2,2,1,0,1,10,0,0,0,0,0 +hedgeau01,2018,1,SDN,NL,91,303,29,70,14,2,14,37,3,0,21,90,3,1,0,1,9 +hellije01,2018,1,WAS,NL,19,32,0,2,1,0,0,1,0,0,0,13,0,0,3,0,0 +hembrhe01,2018,1,BOS,AL,67,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +hendrky01,2018,1,CHN,NL,33,60,1,4,1,0,0,1,0,0,2,31,0,0,4,0,0 +hendrli01,2018,1,OAK,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +heredgu01,2018,1,SEA,AL,125,292,29,69,14,1,5,19,2,4,32,52,0,4,7,2,4 +hermomi01,2018,1,LAA,AL,31,57,7,12,4,0,1,1,0,1,3,17,0,2,0,0,0 +hernace02,2018,1,PHI,NL,161,605,91,153,15,3,15,60,19,6,95,155,4,4,1,3,12 +hernada01,2018,1,CIN,NL,57,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hernael01,2018,1,MIA,NL,32,11,0,0,0,0,0,0,0,0,0,7,0,0,0,0,0 +hernaen02,2018,1,LAN,NL,145,402,67,103,17,3,21,52,3,0,50,78,5,1,4,5,3 +hernafe02,2018,1,SEA,AL,29,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2 +hernago01,2018,1,SFN,NL,142,414,52,97,16,2,15,40,8,5,27,113,1,4,2,4,14 +hernate01,2018,1,TOR,AL,134,476,67,114,29,7,22,57,5,5,41,163,0,3,0,3,14 +herredi01,2018,1,CIN,NL,53,87,11,16,5,0,5,11,0,0,8,39,0,2,0,0,0 +herreke01,2018,1,KCA,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +herreke01,2018,2,WAS,NL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +herreod01,2018,1,PHI,NL,148,550,64,140,19,3,22,71,5,2,38,122,3,7,1,1,11 +herrero02,2018,1,CIN,NL,11,13,0,2,0,0,0,0,0,1,0,5,0,0,0,0,0 +herrero02,2018,2,KCA,AL,75,265,25,63,14,3,1,20,3,4,19,52,0,2,1,2,6 +herrmch01,2018,1,SEA,AL,36,76,6,18,4,2,2,7,0,0,10,24,0,0,0,1,0 +hessda01,2018,1,BAL,AL,21,2,2,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +heywaja01,2018,1,CHN,NL,127,440,67,119,23,4,8,57,1,1,42,60,1,2,2,2,7 +hicksaa01,2018,1,NYA,AL,137,480,90,119,18,3,27,79,11,2,90,111,1,3,2,6,1 +hicksjo02,2018,1,DET,AL,81,288,35,75,12,1,9,32,0,1,22,84,0,0,1,1,9 +hicksjo03,2018,1,SLN,NL,73,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +higasky01,2018,1,NYA,AL,29,72,6,12,2,0,3,6,0,0,6,16,0,1,0,0,2 +hildetr01,2018,1,MIN,AL,73,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hillri01,2018,1,LAN,NL,25,43,2,4,0,0,0,2,0,0,0,15,0,0,2,0,1 +hillti01,2018,1,KCA,AL,70,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +hiranyo01,2018,1,ARI,NL,75,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hoffmje02,2018,1,COL,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +holadbr01,2018,1,MIA,NL,61,151,7,31,5,0,1,16,0,0,10,29,2,2,1,2,4 +holdejo02,2018,1,NYA,AL,60,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hollade01,2018,1,SFN,NL,37,53,2,3,1,0,0,0,0,0,1,33,0,0,2,0,1 +hollagr01,2018,1,SLN,NL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hollagr01,2018,2,WAS,NL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hollima01,2018,1,COL,NL,25,53,3,15,2,0,2,3,0,0,12,18,0,0,0,0,0 +holmecl01,2018,1,PIT,NL,11,6,1,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +holtbr01,2018,1,BOS,AL,109,321,41,89,18,2,7,46,7,7,37,73,2,7,0,2,7 +hoovejj01,2018,1,MIL,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hoskirh01,2018,1,PHI,NL,153,558,89,137,38,0,34,96,5,3,87,150,2,9,0,5,7 +hosmeer01,2018,1,SDN,NL,157,613,72,155,31,2,18,69,7,4,62,142,10,1,0,1,18 +housead01,2018,1,MIL,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +howarsa01,2018,1,COL,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hoytja01,2018,1,HOU,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +huch02,2018,1,TBA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hudsoda01,2018,1,LAN,NL,40,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +hudsoda02,2018,1,SLN,NL,26,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hudsojo03,2018,1,LAA,AL,8,12,0,2,1,0,0,1,0,0,0,0,0,0,0,0,0 +hugheja02,2018,1,CIN,NL,72,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hugheph01,2018,1,MIN,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hugheph01,2018,2,SDN,NL,16,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hundlni01,2018,1,SFN,NL,96,282,34,68,13,2,10,31,2,1,22,85,2,1,0,0,8 +hunteto02,2018,1,PHI,NL,65,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hutchdr01,2018,1,PHI,NL,11,3,0,1,0,0,0,0,0,0,1,1,0,0,0,0,0 +hutchdr01,2018,2,TEX,AL,5,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +iannech01,2018,1,COL,NL,110,299,36,67,13,1,11,36,0,0,50,87,5,7,1,3,13 +iglesjo01,2018,1,DET,AL,125,432,43,116,31,3,5,48,15,6,19,47,0,8,3,2,11 +iglesra01,2018,1,CIN,NL,66,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +inciaen01,2018,1,ATL,NL,156,597,83,158,27,6,10,61,28,14,49,86,1,6,4,4,6 +infangr01,2018,1,CHA,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jacksau01,2018,1,SFN,NL,59,149,12,36,8,0,0,13,2,1,14,59,2,1,0,1,4 +jacksau01,2018,2,NYN,NL,57,198,17,49,9,1,3,19,1,2,12,74,0,0,0,0,4 +jacksed01,2018,1,OAK,AL,17,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jackslu01,2018,1,ATL,NL,35,1,1,0,0,0,0,0,0,0,1,0,0,0,1,0,1 +jamesjo02,2018,1,HOU,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jankotr01,2018,1,SDN,NL,117,347,45,90,12,3,4,17,24,7,37,73,0,1,2,0,7 +janseda01,2018,1,TOR,AL,31,81,12,20,6,0,3,8,0,0,9,17,0,4,0,1,1 +janseke01,2018,1,LAN,NL,69,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jayjo02,2018,1,KCA,AL,59,238,28,73,9,2,1,18,3,2,19,39,0,3,4,2,4 +jayjo02,2018,2,ARI,NL,84,289,46,68,10,5,2,22,1,1,14,56,0,15,1,1,7 +jeffrje01,2018,1,MIL,NL,73,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jennida01,2018,1,MIL,NL,72,3,1,2,1,0,0,0,0,0,0,1,0,0,0,0,0 +jepseke01,2018,1,TEX,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jerezwi01,2018,1,LAA,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jewelja01,2018,1,LAA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jimenjo02,2018,1,DET,AL,68,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnsbr02,2018,1,BOS,AL,38,4,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +johnsdj01,2018,1,COL,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnsji04,2018,1,LAA,AL,62,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnspi01,2018,1,SFN,NL,37,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnssh01,2018,1,LAA,AL,10,10,0,0,0,0,0,0,0,0,0,4,0,1,0,0,0 +jonesad01,2018,1,BAL,AL,145,580,54,163,35,0,15,63,7,1,24,93,1,5,0,4,21 +jonesja07,2018,1,DET,AL,129,429,54,89,22,6,11,34,13,5,24,142,0,11,1,2,9 +jonesna01,2018,1,CHA,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jonesry01,2018,1,SFN,NL,5,8,2,3,0,0,2,3,0,0,0,5,0,0,0,0,0 +josepca01,2018,1,BAL,AL,82,265,28,58,14,2,3,17,2,1,10,68,0,3,1,1,3 +josepco01,2018,1,BAL,AL,14,18,1,4,1,0,0,3,0,0,1,5,0,0,0,0,0 +joycema01,2018,1,OAK,AL,83,207,34,43,9,0,7,15,0,2,35,53,2,1,1,2,3 +judgeaa01,2018,1,NYA,AL,112,413,77,115,22,0,27,67,6,3,76,152,3,4,0,5,10 +junisja01,2018,1,KCA,AL,30,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +juradar01,2018,1,TEX,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +kaczmke01,2018,1,NYN,NL,4,4,0,0,0,0,0,0,0,1,1,1,0,0,0,0,0 +kahnlto01,2018,1,NYA,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kangju01,2018,1,PIT,NL,3,6,0,2,0,0,0,0,0,0,0,1,0,0,0,0,0 +kelake01,2018,1,TEX,AL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kelake01,2018,2,PIT,NL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kellebr01,2018,1,KCA,AL,41,3,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +kellesh01,2018,1,WAS,NL,35,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +kellesh01,2018,2,OAK,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kellyca01,2018,1,SFN,NL,7,4,0,0,0,0,0,0,0,0,0,3,0,0,2,0,0 +kellyca02,2018,1,SLN,NL,19,35,1,4,0,0,0,3,0,0,3,7,0,1,3,0,0 +kellyjo05,2018,1,BOS,AL,73,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kellyty01,2018,1,NYN,NL,9,11,1,1,0,0,0,0,0,0,1,2,0,0,0,0,1 +kempma01,2018,1,LAN,NL,146,462,62,134,25,0,21,85,0,0,36,115,2,1,0,7,14 +kempto01,2018,1,HOU,AL,97,255,37,67,15,0,6,30,9,3,32,44,1,3,3,1,7 +kendrho01,2018,1,WAS,NL,40,152,17,46,14,0,4,12,1,1,5,29,1,2,0,1,6 +kennebr02,2018,1,SDN,NL,6,8,0,0,0,0,0,0,0,0,0,4,0,0,1,0,1 +kenneia01,2018,1,KCA,AL,22,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +keplema01,2018,1,MIN,AL,156,532,80,119,30,4,20,58,4,5,71,96,2,5,0,3,8 +kershcl01,2018,1,LAN,NL,27,46,1,11,2,0,0,7,0,0,7,11,0,0,4,0,0 +keuchda01,2018,1,HOU,AL,34,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +kiebosp01,2018,1,WAS,NL,52,125,16,29,5,0,2,13,0,0,16,28,0,1,0,1,2 +kiekhde01,2018,1,OAK,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kiermke01,2018,1,TBA,AL,88,332,44,72,12,9,7,29,10,5,25,91,2,6,2,2,4 +kimbrcr01,2018,1,BOS,AL,63,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kineris01,2018,1,TEX,AL,111,356,43,93,18,2,4,34,7,5,28,62,1,6,5,1,14 +kingesc01,2018,1,PHI,NL,147,452,55,102,23,2,8,35,10,3,24,126,1,3,0,5,2 +kinghni01,2018,1,PIT,NL,18,23,1,2,1,0,0,4,0,0,1,10,0,1,0,0,0 +kinlety01,2018,1,MIN,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kinlety01,2018,2,MIA,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kinslia01,2018,1,LAA,AL,91,355,49,85,20,0,13,32,9,4,30,40,0,4,0,2,10 +kinslia01,2018,2,BOS,AL,37,132,17,32,6,0,1,16,7,3,10,24,0,0,0,1,5 +kintzbr01,2018,1,WAS,NL,45,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kintzbr01,2018,2,CHN,NL,25,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +kipnija01,2018,1,CLE,AL,147,530,65,122,28,1,18,75,7,1,60,112,1,7,1,3,5 +kittran01,2018,1,TBA,AL,33,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +kivlepa01,2018,1,ARI,NL,9,13,3,3,0,2,0,0,0,0,0,6,0,1,0,0,0 +klubeco01,2018,1,CLE,AL,33,6,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +knappan01,2018,1,PHI,NL,84,187,19,37,6,2,4,15,1,0,24,75,1,2,1,1,2 +knebeco01,2018,1,MIL,NL,57,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kochma01,2018,1,ARI,NL,19,17,1,1,0,0,0,0,0,0,3,11,0,0,3,0,0 +kolarad01,2018,1,TBA,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kontoge01,2018,1,PIT,NL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kontoge01,2018,2,CLE,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kontoge01,2018,3,NYA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kopecmi01,2018,1,CHA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kozmape01,2018,1,DET,AL,27,69,7,15,4,1,1,8,0,1,2,15,0,0,1,1,2 +krameke01,2018,1,PIT,NL,21,37,5,5,0,0,0,4,0,0,2,20,0,0,0,1,0 +kratzer01,2018,1,MIL,NL,67,203,18,48,6,0,6,23,1,0,6,40,0,7,1,2,8 +krehbjo01,2018,1,ARI,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +krolia01,2018,1,LAA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kuhlch01,2018,1,PIT,NL,18,21,2,3,0,0,0,1,0,0,0,5,0,0,6,0,0 +lagarju01,2018,1,NYN,NL,30,59,9,20,1,1,0,6,3,1,3,9,1,1,0,1,2 +lamarry01,2018,1,MIN,AL,43,99,7,26,5,0,0,8,1,1,8,33,0,1,0,1,3 +lamarry01,2018,2,CHA,AL,33,66,8,20,6,0,2,10,1,1,2,20,0,1,0,2,0 +lambja01,2018,1,ARI,NL,56,207,34,46,8,0,6,31,1,2,26,65,0,1,0,4,4 +lambjo02,2018,1,LAA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lasteto01,2018,1,CHN,NL,123,169,23,45,8,0,1,19,0,1,17,27,1,2,0,0,5 +lauerer01,2018,1,SDN,NL,23,30,1,2,1,0,0,1,0,0,1,15,0,0,5,1,0 +laurera01,2018,1,OAK,AL,48,156,27,45,12,1,5,19,7,1,16,50,0,2,0,2,0 +lavarry01,2018,1,PIT,NL,6,6,1,4,1,0,0,1,0,0,0,1,0,0,0,0,0 +lawde01,2018,1,SFN,NL,7,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +lawreca01,2018,1,SEA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leakemi01,2018,1,SEA,AL,31,4,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +leblawa01,2018,1,SEA,AL,32,3,0,1,0,0,0,0,0,0,0,2,0,0,1,0,0 +leclejo01,2018,1,TEX,AL,59,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leebr01,2018,1,MIA,NL,8,17,0,3,0,0,0,2,0,0,1,8,0,0,0,0,0 +leitema02,2018,1,PHI,NL,12,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +leitema02,2018,2,TOR,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lemahdj01,2018,1,COL,NL,128,533,90,147,32,2,15,62,6,5,37,82,0,2,2,7,14 +leonedo01,2018,1,SLN,NL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leonsa01,2018,1,BOS,AL,89,265,30,47,12,0,5,22,1,0,15,75,0,4,3,1,6 +lestejo01,2018,1,CHN,NL,34,59,4,7,0,0,1,9,0,0,0,22,0,0,6,0,1 +lewicar01,2018,1,DET,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +liberad01,2018,1,LAN,NL,17,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lindofr01,2018,1,CLE,AL,158,661,129,183,42,2,38,92,25,10,70,107,7,8,3,3,5 +lintz01,2018,1,BOS,AL,37,65,15,16,6,1,1,6,0,1,8,17,0,0,0,0,0 +liriafr01,2018,1,DET,AL,27,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +litteza01,2018,1,MIN,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +livelbe01,2018,1,PHI,NL,6,7,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +livelbe01,2018,2,KCA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +loaisjo01,2018,1,NYA,AL,9,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +lobatjo01,2018,1,NYN,NL,22,49,3,7,2,1,0,4,0,0,7,15,0,0,0,1,2 +locasti01,2018,1,LAN,NL,18,11,6,2,1,0,0,0,4,0,2,5,0,1,0,0,0 +lockean01,2018,1,SDN,NL,4,4,0,0,0,0,0,0,0,0,1,4,0,0,0,0,0 +loganbo02,2018,1,MIL,NL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +longoev01,2018,1,SFN,NL,125,480,51,117,25,4,16,54,3,1,22,101,3,5,0,5,11 +lopezjo02,2018,1,MIL,NL,10,2,1,1,1,0,0,2,0,0,0,1,0,0,0,0,0 +lopezjo02,2018,2,KCA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lopezpa01,2018,1,MIA,NL,12,16,1,3,0,0,0,0,0,0,1,8,0,0,1,0,0 +lopezra02,2018,1,SDN,NL,37,102,11,18,2,0,3,13,1,0,13,43,3,0,0,2,1 +lopezre01,2018,1,CHA,AL,32,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +lopezyo01,2018,1,ARI,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lorenmi01,2018,1,CIN,NL,55,31,5,9,1,0,4,10,0,0,2,9,0,0,1,0,4 +loupaa01,2018,1,TOR,AL,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +loupaa01,2018,2,PHI,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lowebr01,2018,1,TBA,AL,43,129,16,30,6,2,6,25,2,1,16,38,0,2,0,1,3 +lowrije01,2018,1,OAK,AL,157,596,78,159,37,1,23,99,0,0,78,128,1,3,0,3,8 +lucasjo02,2018,1,OAK,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lucchjo01,2018,1,SDN,NL,26,34,2,2,0,0,0,1,0,0,4,21,0,0,0,1,0 +lucrojo01,2018,1,OAK,AL,126,415,41,100,21,1,4,51,0,0,29,65,1,3,1,6,12 +lugoda01,2018,1,DET,AL,27,94,10,20,4,1,1,8,0,0,7,20,0,0,0,0,2 +lugose01,2018,1,NYN,NL,54,11,1,1,0,0,0,0,0,0,1,8,0,0,1,0,0 +luplojo01,2018,1,PIT,NL,37,92,16,17,1,3,3,7,2,2,10,18,0,1,0,0,7 +lylesjo01,2018,1,SDN,NL,26,13,2,0,0,0,0,1,0,0,2,7,0,0,2,0,1 +lylesjo01,2018,2,MIL,NL,11,2,1,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +lynnla01,2018,1,MIN,AL,20,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lynnla01,2018,2,NYA,AL,11,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +lyonsty01,2018,1,SLN,NL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +machadi01,2018,1,DET,AL,67,214,20,44,13,1,1,21,1,1,14,41,1,3,1,1,2 +machama01,2018,1,BAL,AL,96,365,48,115,21,1,24,65,8,1,45,51,12,0,0,3,14 +machama01,2018,2,LAN,NL,66,267,36,73,14,2,13,42,6,1,25,53,6,2,0,2,12 +madsory01,2018,1,WAS,NL,49,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +madsory01,2018,2,LAN,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +maedake01,2018,1,LAN,NL,41,32,0,3,0,0,0,0,0,0,0,9,0,0,8,0,1 +magilma01,2018,1,MIN,AL,40,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +mahlety01,2018,1,CIN,NL,24,29,0,3,1,0,0,0,0,0,2,10,0,0,3,0,0 +mahtomi01,2018,1,DET,AL,67,223,24,45,4,2,9,29,4,1,21,66,1,3,0,3,3 +mailelu01,2018,1,TOR,AL,68,202,22,50,13,1,3,27,2,0,25,67,0,2,0,2,4 +makitka01,2018,1,SDN,NL,27,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +maldoma01,2018,1,LAA,AL,78,265,24,59,14,0,5,32,0,1,13,73,0,10,1,1,3 +maldoma01,2018,2,HOU,AL,41,108,15,25,4,1,4,12,0,0,3,25,0,1,1,1,5 +manaese01,2018,1,OAK,AL,27,5,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +mancitr01,2018,1,BAL,AL,156,582,69,141,23,3,24,58,0,1,44,153,1,5,0,5,17 +mannbr01,2018,1,TEX,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mapledi01,2018,1,CHN,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +margoma01,2018,1,SDN,NL,141,477,50,117,26,8,8,51,11,10,32,88,4,2,1,7,9 +marinjh01,2018,1,BAL,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +marisja01,2018,1,HOU,AL,103,213,34,45,8,1,10,28,6,2,15,84,1,4,1,1,6 +marjami01,2018,1,SEA,AL,10,27,1,3,3,0,0,0,0,1,2,6,0,0,0,0,2 +markani01,2018,1,ATL,NL,162,623,78,185,43,2,14,93,1,1,72,80,10,1,0,9,18 +marquge01,2018,1,COL,NL,33,60,4,18,0,0,1,5,0,0,0,11,0,0,5,0,1 +marrede01,2018,1,ARI,NL,49,78,11,13,1,1,0,7,3,0,6,23,0,0,0,1,5 +marshev01,2018,1,CLE,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +marteje01,2018,1,LAA,AL,90,194,28,42,7,1,7,22,1,1,13,41,0,2,0,0,6 +marteke01,2018,1,ARI,NL,153,520,68,135,26,12,14,59,6,1,54,79,3,3,1,2,12 +martest01,2018,1,PIT,NL,145,559,81,155,32,5,20,72,33,14,35,109,2,8,1,3,11 +martica04,2018,1,SLN,NL,34,33,1,8,2,0,1,4,0,0,0,11,0,0,2,1,0 +martich02,2018,1,TEX,AL,46,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +martijd02,2018,1,BOS,AL,150,569,111,188,37,2,43,130,6,1,69,146,11,4,0,7,19 +martijo08,2018,1,SLN,NL,152,534,64,163,30,0,17,83,0,3,49,104,0,2,2,3,15 +martile01,2018,1,DET,AL,78,303,45,76,15,3,9,29,7,3,29,75,1,3,0,1,1 +martile01,2018,2,CLE,AL,6,15,3,5,0,0,2,4,0,1,1,2,0,0,0,1,1 +martini02,2018,1,OAK,AL,55,152,26,45,9,3,1,19,0,0,21,36,1,5,0,1,0 +martiru01,2018,1,TOR,AL,90,289,37,56,8,0,10,25,0,3,56,82,0,7,0,0,7 +martivi01,2018,1,DET,AL,133,467,32,117,21,0,9,54,0,0,32,49,4,2,0,7,19 +mathije01,2018,1,ARI,NL,69,195,15,39,9,1,1,20,0,0,20,66,1,0,1,2,7 +matonph01,2018,1,SDN,NL,45,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +matzst01,2018,1,NYN,NL,30,46,2,5,1,0,2,4,0,0,3,13,0,0,4,0,1 +mauerjo01,2018,1,MIN,AL,127,486,64,137,27,1,6,48,0,1,51,86,5,2,1,3,9 +maurebr01,2018,1,KCA,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +maxwebr01,2018,1,OAK,AL,18,55,5,10,4,0,1,6,0,0,2,13,0,0,0,1,3 +maybica01,2018,1,MIA,NL,99,251,20,63,12,1,3,20,8,5,32,55,1,2,0,2,3 +maybica01,2018,2,SEA,AL,30,91,12,22,2,1,1,8,2,0,6,20,0,0,0,0,4 +mayermi01,2018,1,SLN,NL,50,1,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +maytr01,2018,1,MIN,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mayzati01,2018,1,TOR,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mazarno01,2018,1,TEX,AL,128,489,61,126,25,1,20,77,1,0,40,116,2,4,0,3,13 +mazzoco01,2018,1,CHN,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcallza01,2018,1,CLE,AL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcallza01,2018,2,DET,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mccanbr01,2018,1,HOU,AL,63,189,22,40,3,0,7,23,0,1,19,40,0,6,0,2,7 +mccanja02,2018,1,DET,AL,118,427,31,94,16,0,8,39,0,3,26,116,0,2,0,2,9 +mccarbr01,2018,1,ATL,NL,15,29,1,3,2,0,0,2,0,0,0,19,0,0,2,0,0 +mccarke01,2018,1,KCA,AL,65,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mccread01,2018,1,ATL,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcculla02,2018,1,HOU,AL,25,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +mccutan01,2018,1,SFN,NL,130,482,65,123,28,2,15,55,13,6,73,123,1,7,0,6,11 +mccutan01,2018,2,NYA,AL,25,87,18,22,2,1,5,10,1,3,22,22,0,4,0,1,1 +mcfartj01,2018,1,ARI,NL,47,7,0,0,0,0,0,0,0,0,0,6,0,0,0,0,0 +mcgeeja01,2018,1,COL,NL,61,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcgowky01,2018,1,WAS,NL,5,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcgraky01,2018,1,SDN,NL,4,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcguide02,2018,1,TOR,AL,4,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcguide02,2018,2,LAA,AL,17,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +mcguire01,2018,1,TOR,AL,14,31,5,9,3,0,2,4,1,0,2,9,0,0,0,0,0 +mchugco01,2018,1,HOU,AL,58,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mckinbi01,2018,1,NYA,AL,2,4,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +mckinbi01,2018,2,TOR,AL,36,115,14,29,7,0,6,13,1,0,11,32,0,1,0,1,0 +mcmahry01,2018,1,COL,NL,91,181,17,42,9,1,5,19,1,0,18,64,2,2,0,1,0 +mcneije01,2018,1,NYN,NL,63,225,35,74,11,6,3,19,7,1,14,24,1,5,4,0,2 +mcraeal01,2018,1,PIT,NL,2,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +meadoau01,2018,1,PIT,NL,49,154,16,45,8,2,5,13,4,1,8,35,2,1,0,2,1 +meadoau01,2018,2,TBA,AL,10,24,3,6,1,0,1,4,1,0,2,5,0,0,0,0,0 +meansjo01,2018,1,BAL,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +medlekr01,2018,1,ARI,NL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +meisiry01,2018,1,BAL,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mejiaad01,2018,1,MIN,AL,5,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +mejiafr01,2018,1,CLE,AL,1,2,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0 +mejiafr01,2018,2,SDN,NL,20,54,6,10,2,0,3,8,0,0,3,19,0,1,0,0,2 +melanma01,2018,1,SFN,NL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mellake01,2018,1,CIN,NL,4,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +mendeyo01,2018,1,TEX,AL,8,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +mengdda01,2018,1,OAK,AL,22,3,1,1,0,0,0,1,0,0,0,1,0,0,0,0,0 +mercejo03,2018,1,PIT,NL,117,394,43,99,29,2,6,39,2,0,32,87,9,6,1,3,12 +merriwh01,2018,1,KCA,AL,158,632,88,192,43,3,12,60,45,10,61,114,2,6,2,6,12 +mesorde01,2018,1,CIN,NL,18,41,1,9,2,0,1,3,0,0,2,10,0,2,0,0,2 +mesorde01,2018,2,NYN,NL,66,203,23,45,8,0,10,30,0,0,23,42,3,2,0,1,7 +meyerbe02,2018,1,MIA,NL,13,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +middlke01,2018,1,LAA,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mikolmi01,2018,1,SLN,NL,34,63,4,9,1,0,2,6,0,0,2,33,0,0,5,1,0 +mileywa01,2018,1,MIL,NL,16,27,1,5,0,0,0,0,0,0,1,11,0,0,0,0,0 +millean01,2018,1,CLE,AL,37,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +millebr02,2018,1,TBA,AL,48,156,16,40,10,1,5,21,0,0,16,51,0,0,0,2,2 +millebr02,2018,2,MIL,NL,27,74,5,17,3,1,2,8,0,0,6,31,1,0,0,0,2 +milleju02,2018,1,WAS,NL,51,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1 +millesh01,2018,1,ARI,NL,5,3,0,0,0,0,0,1,0,0,1,1,0,0,0,1,0 +millsal02,2018,1,CHN,NL,7,5,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +milneho01,2018,1,PHI,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +milneho01,2018,2,TBA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +milonto01,2018,1,WAS,NL,5,7,0,0,0,0,0,0,0,0,1,3,0,0,1,0,0 +minayju01,2018,1,CHA,AL,52,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +minormi01,2018,1,TEX,AL,28,3,0,1,1,0,0,0,0,0,0,1,0,0,0,0,0 +minteaj01,2018,1,ATL,NL,65,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +miranar01,2018,1,SEA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mitchbr01,2018,1,SDN,NL,16,18,0,2,0,0,0,0,0,0,0,10,0,0,1,0,0 +molinya01,2018,1,SLN,NL,123,459,55,120,20,0,20,74,4,3,29,66,0,9,0,6,15 +moncayo01,2018,1,CHA,AL,149,578,73,136,32,6,17,61,12,6,67,217,1,1,2,2,4 +mondera02,2018,1,KCA,AL,75,275,47,76,13,3,14,37,32,7,11,77,0,1,3,1,2 +montafr01,2018,1,OAK,AL,13,5,0,0,0,0,0,0,0,0,0,5,0,0,0,0,0 +montemi01,2018,1,WAS,NL,4,11,0,0,0,0,0,0,0,0,2,3,1,0,0,0,0 +montgjo01,2018,1,NYA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +montgmi01,2018,1,CHN,NL,39,33,1,3,0,0,0,1,0,0,1,20,0,0,1,0,0 +mooread01,2018,1,TBA,AL,8,18,2,4,1,0,1,2,0,0,1,7,0,0,1,0,0 +moorema02,2018,1,TEX,AL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +moralke01,2018,1,TOR,AL,130,413,47,103,15,0,21,57,2,3,50,95,5,3,0,5,15 +moralos01,2018,1,LAA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +moranco01,2018,1,PIT,NL,144,415,49,115,19,1,11,58,0,2,39,82,4,4,0,7,6 +morelmi01,2018,1,BOS,AL,124,404,57,99,23,4,15,68,2,0,50,102,2,0,0,5,12 +morgaad01,2018,1,PHI,NL,67,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +morinmi01,2018,1,SEA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +morofma01,2018,1,PIT,NL,26,59,7,11,1,0,3,9,0,0,7,24,1,1,0,0,0 +moronre01,2018,1,SFN,NL,69,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +morriak01,2018,1,LAA,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +morrilo01,2018,1,MIN,AL,95,318,41,59,13,0,15,39,1,0,34,80,0,6,0,1,3 +morrobr01,2018,1,CHN,NL,35,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +mortoch02,2018,1,HOU,AL,30,6,0,1,0,0,0,0,0,0,0,5,0,0,0,0,0 +motteta01,2018,1,SEA,AL,8,15,2,4,0,0,1,1,0,0,2,5,0,0,0,0,0 +motteta01,2018,2,MIN,AL,9,19,0,1,0,0,0,1,1,0,2,3,0,0,0,0,0 +moustmi01,2018,1,KCA,AL,98,378,46,94,21,1,20,62,3,0,30,63,3,5,0,4,10 +moustmi01,2018,2,MIL,NL,54,195,20,50,12,0,8,33,1,1,19,40,2,2,0,2,3 +moyaga01,2018,1,MIN,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +moylape01,2018,1,ATL,NL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mullice01,2018,1,BAL,AL,45,170,23,40,9,0,4,11,2,3,17,37,0,2,2,0,1 +muncyma01,2018,1,LAN,NL,137,395,75,104,17,2,35,79,3,0,79,131,6,5,0,2,4 +munozya01,2018,1,SLN,NL,108,293,39,81,16,0,8,42,5,6,30,71,7,4,0,2,3 +murphda08,2018,1,WAS,NL,56,190,17,57,9,0,6,29,1,0,13,17,2,0,0,2,4 +murphda08,2018,2,CHN,NL,35,138,23,41,6,0,6,13,2,0,7,23,0,0,0,1,1 +murphjr01,2018,1,ARI,NL,87,208,19,42,9,0,9,24,0,0,11,71,1,1,2,1,1 +murphto04,2018,1,COL,NL,37,93,5,21,7,1,2,11,0,1,3,44,1,0,0,0,2 +musgrha01,2018,1,COL,NL,35,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +musgrjo01,2018,1,PIT,NL,20,31,2,5,1,0,0,0,0,0,0,12,0,0,4,0,0 +myerswi01,2018,1,SDN,NL,83,312,39,79,25,1,11,39,13,1,30,94,1,0,0,1,10 +naquity01,2018,1,CLE,AL,61,174,22,46,7,0,3,23,1,1,6,42,1,2,0,1,1 +narvaom01,2018,1,CHA,AL,97,280,30,77,14,1,9,30,0,2,38,65,1,2,2,0,5 +navaref01,2018,1,CHN,NL,4,6,0,1,0,0,0,0,0,0,0,4,0,0,0,0,0 +nealza01,2018,1,LAN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +negrokr01,2018,1,ARI,NL,2,3,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0 +negrokr01,2018,2,SEA,AL,18,29,6,6,0,0,1,3,2,0,1,9,0,0,0,0,1 +nerishe01,2018,1,PHI,NL,53,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +neshepa01,2018,1,PHI,NL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +neverdo01,2018,1,PIT,NL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +newbeja01,2018,1,KCA,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +newcose01,2018,1,ATL,NL,31,45,3,2,1,0,0,1,0,0,1,32,0,0,7,0,0 +newmake01,2018,1,PIT,NL,31,91,7,19,2,0,0,6,0,1,4,23,1,1,0,1,2 +ngoepgi01,2018,1,TOR,AL,13,18,2,1,0,0,0,0,0,0,1,12,0,0,0,0,0 +nicasju01,2018,1,SEA,AL,46,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nidoto01,2018,1,NYN,NL,34,84,10,14,3,0,1,9,0,0,4,27,0,0,0,2,4 +nimmobr01,2018,1,NYN,NL,140,433,77,114,28,8,17,47,9,6,80,140,2,22,0,0,8 +nixja02,2018,1,SDN,NL,9,15,0,0,0,0,0,0,0,0,0,11,0,0,1,0,0 +nolaaa01,2018,1,PHI,NL,33,62,0,3,1,0,0,4,0,0,1,36,0,0,7,0,3 +norribu01,2018,1,SLN,NL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +norrida01,2018,1,DET,AL,11,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +norwoja01,2018,1,CHN,NL,11,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1 +nottija01,2018,1,MIL,NL,9,20,2,4,1,0,0,0,0,0,4,8,0,0,0,0,0 +novaiv01,2018,1,PIT,NL,29,53,1,1,0,0,0,0,0,0,0,30,0,0,3,0,1 +nunezed02,2018,1,BOS,AL,127,480,56,127,23,3,10,44,7,2,16,69,0,2,1,3,17 +nunezre01,2018,1,TEX,AL,13,36,2,6,1,0,1,2,0,0,3,12,0,1,0,1,0 +nunezre01,2018,2,BAL,AL,60,200,26,55,13,0,7,20,0,0,16,50,0,3,0,1,4 +nunovi01,2018,1,TBA,AL,17,2,0,2,0,0,0,1,0,0,0,0,0,0,0,0,0 +oakstr01,2018,1,KCA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +obergsc01,2018,1,COL,NL,56,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +obriepe04,2018,1,MIA,NL,22,66,8,18,5,0,4,10,0,0,7,22,0,0,0,1,2 +odayda01,2018,1,BAL,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +odorija01,2018,1,MIN,AL,33,6,0,0,0,0,0,0,0,0,0,2,0,0,2,0,0 +odorro01,2018,1,TEX,AL,129,474,76,120,23,2,18,63,12,12,43,127,2,11,2,5,5 +ogandal01,2018,1,CLE,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ogradch01,2018,1,MIA,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ohearry01,2018,1,KCA,AL,44,149,23,39,10,2,12,30,0,0,20,45,0,1,0,0,0 +ohse01,2018,1,TOR,AL,48,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ohse01,2018,2,COL,NL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ohtansh01,2018,1,LAA,AL,114,326,59,93,21,2,22,61,10,4,37,102,2,2,0,1,2 +okertst01,2018,1,SFN,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +olsonma02,2018,1,OAK,AL,162,580,85,143,33,0,29,84,2,1,70,163,3,8,0,2,13 +olsonty01,2018,1,CLE,AL,43,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +oneilty01,2018,1,SLN,NL,61,130,29,33,5,0,9,23,2,0,7,57,0,3,0,2,0 +orfna01,2018,1,MIL,NL,15,21,4,2,0,0,1,1,1,0,3,8,0,1,0,0,1 +orlanpa01,2018,1,KCA,AL,25,90,6,15,3,0,0,5,0,0,3,25,0,0,0,0,3 +ortegra01,2018,1,MIA,NL,41,133,10,31,3,1,0,7,5,2,10,23,0,0,0,0,5 +ortizlu02,2018,1,BAL,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +osichjo01,2018,1,SFN,NL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +osunajo01,2018,1,PIT,NL,51,106,14,24,9,0,3,11,0,0,3,22,0,1,0,1,2 +osunaro01,2018,1,TOR,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +osunaro01,2018,2,HOU,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +oswalco01,2018,1,NYN,NL,17,18,0,0,0,0,0,0,0,0,0,10,0,0,1,0,0 +oteroda01,2018,1,CLE,AL,61,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ottavad01,2018,1,COL,NL,75,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +owingch01,2018,1,ARI,NL,106,281,34,58,15,0,4,22,11,4,24,75,4,2,0,2,4 +ozunama01,2018,1,SLN,NL,148,582,69,163,16,2,23,88,3,0,38,110,2,3,0,4,10 +paganem01,2018,1,OAK,AL,55,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +palkada01,2018,1,CHA,AL,124,417,56,100,15,3,27,67,2,1,30,153,3,2,0,0,7 +panikjo01,2018,1,SFN,NL,102,358,38,91,14,1,4,24,4,2,26,30,3,3,1,4,10 +pannoth01,2018,1,TOR,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pareded01,2018,1,LAA,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pareded02,2018,1,LAN,NL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +parkebl01,2018,1,LAA,AL,67,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +parrage01,2018,1,COL,NL,142,401,52,114,17,0,6,53,11,4,32,75,3,5,2,3,6 +parsowe01,2018,1,ATL,NL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +paulida01,2018,1,TOR,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +paxtoja01,2018,1,SEA,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pazosja01,2018,1,SEA,AL,60,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +peacobr01,2018,1,HOU,AL,61,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +pearcst01,2018,1,TOR,AL,26,79,16,23,6,0,4,16,0,0,7,14,0,0,0,0,1 +pearcst01,2018,2,BOS,AL,50,136,19,38,8,1,7,26,0,0,22,27,0,5,0,2,1 +pederjo01,2018,1,LAN,NL,148,395,65,98,27,3,25,56,1,5,40,85,3,4,1,3,6 +pedrodu01,2018,1,BOS,AL,3,11,1,1,0,0,0,0,0,0,2,1,0,0,0,0,0 +pelhacd01,2018,1,TEX,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +penafe01,2018,1,LAA,AL,19,6,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +penafr01,2018,1,SLN,NL,58,133,10,27,3,0,2,8,1,0,6,43,3,1,0,2,5 +pencehu01,2018,1,SFN,NL,97,235,19,53,11,1,4,24,5,1,11,59,1,0,0,2,1 +pennicl01,2018,1,CIN,NL,16,29,1,4,0,0,0,0,0,0,5,13,0,0,0,0,1 +peralda01,2018,1,ARI,NL,146,560,75,164,25,5,30,87,4,0,48,124,4,4,0,2,14 +peralfr01,2018,1,MIL,NL,16,26,0,1,0,0,0,1,0,0,0,13,0,0,1,0,0 +peralwa01,2018,1,CIN,NL,59,1,0,0,0,0,0,0,0,0,0,1,0,0,2,0,0 +peralwi01,2018,1,KCA,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +perazjo01,2018,1,CIN,NL,157,632,85,182,31,4,14,58,23,6,29,75,4,9,8,5,12 +perdolu02,2018,1,SDN,NL,12,8,0,2,0,0,0,1,0,0,0,3,0,0,0,1,0 +perezca02,2018,1,ATL,NL,8,21,0,3,0,0,0,0,0,0,1,6,0,0,0,0,1 +perezca02,2018,2,TEX,AL,20,49,1,7,2,0,1,3,1,0,1,15,0,1,2,0,3 +perezci01,2018,1,HOU,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +perezhe01,2018,1,MIL,NL,132,316,36,80,11,2,9,29,11,3,17,71,1,0,0,1,6 +perezma02,2018,1,TEX,AL,22,3,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +perezmi03,2018,1,TBA,AL,24,74,9,21,5,0,1,11,0,0,3,19,0,0,1,2,0 +perezol01,2018,1,CLE,AL,51,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +perezro02,2018,1,CLE,AL,62,179,16,30,9,1,2,19,1,0,21,70,0,1,7,2,6 +perezsa02,2018,1,KCA,AL,129,510,52,120,23,0,27,80,1,1,17,108,0,12,0,5,19 +peterdi01,2018,1,MIA,NL,7,7,1,1,0,0,0,0,0,0,1,2,0,0,1,0,0 +peterdu01,2018,1,ATL,NL,2,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +peterja01,2018,1,NYA,AL,3,10,0,3,0,0,0,0,0,1,1,3,0,0,0,0,0 +peterja01,2018,2,BAL,AL,93,200,21,39,13,2,3,28,13,2,30,55,0,3,1,1,8 +peterti01,2018,1,NYN,NL,22,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +petitgr01,2018,1,MIN,AL,26,61,7,15,2,0,0,3,3,1,6,14,0,0,0,0,0 +petityu01,2018,1,OAK,AL,74,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +petrija01,2018,1,TOR,AL,41,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +phamth01,2018,1,SLN,NL,98,351,67,87,11,0,14,41,10,6,42,97,1,2,0,1,12 +phamth01,2018,2,TBA,AL,39,143,35,49,7,6,7,22,5,1,25,43,1,4,0,2,6 +phegljo01,2018,1,OAK,AL,39,93,13,19,7,0,2,15,0,0,6,27,0,1,0,2,3 +phillbr01,2018,1,BOS,AL,9,23,4,3,0,0,1,2,0,0,4,7,0,0,0,0,1 +phillbr02,2018,1,MIL,NL,15,22,2,4,0,1,0,4,0,0,2,11,0,0,0,0,1 +phillbr02,2018,2,KCA,AL,36,112,13,21,4,2,2,7,1,1,9,50,0,1,0,1,1 +phillev01,2018,1,ATL,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +phillev01,2018,2,BAL,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pillake01,2018,1,TOR,AL,142,512,65,129,40,2,15,59,14,3,18,98,0,6,0,6,8 +pinama01,2018,1,MIL,NL,98,306,39,77,13,2,9,28,2,0,21,62,3,5,1,4,13 +pindech01,2018,1,OAK,AL,110,298,43,77,12,1,13,27,0,2,27,88,1,6,2,0,4 +pireljo01,2018,1,SDN,NL,146,438,54,109,23,2,5,32,6,3,30,89,1,3,0,2,10 +piscost01,2018,1,OAK,AL,151,546,78,146,41,0,27,88,2,0,42,114,0,12,0,5,21 +pivetni01,2018,1,PHI,NL,34,40,3,4,1,0,0,1,0,0,2,20,0,0,3,0,2 +plaweke01,2018,1,NYN,NL,79,238,33,50,13,2,7,30,0,1,28,65,2,9,1,1,12 +plouftr01,2018,1,PHI,NL,7,12,1,3,0,0,1,3,0,0,0,6,0,0,0,0,0 +plutkad01,2018,1,CLE,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0 +polangr01,2018,1,PIT,NL,130,461,75,117,32,6,23,81,12,2,61,117,5,3,0,7,11 +polanjo01,2018,1,MIN,AL,77,302,38,87,18,3,6,42,7,7,25,62,0,2,3,1,5 +polloaj01,2018,1,ARI,NL,113,413,61,106,21,5,21,65,13,2,31,100,2,8,1,7,6 +pomerdr01,2018,1,BOS,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pompeda01,2018,1,TOR,AL,5,10,0,2,0,0,0,0,0,0,1,6,0,0,0,0,0 +ponceda01,2018,1,SLN,NL,12,9,0,1,0,1,0,1,0,0,0,4,0,0,1,0,0 +porceri01,2018,1,BOS,AL,33,7,1,3,2,0,0,3,0,0,0,3,0,0,0,0,0 +poseybu01,2018,1,SFN,NL,105,398,47,113,22,1,5,41,3,2,45,53,3,3,0,2,12 +poundbr01,2018,1,COL,NL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +powelbo02,2018,1,OAK,AL,7,24,3,4,1,1,0,0,1,1,1,6,0,0,0,0,1 +poynebo01,2018,1,BOS,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pradoma01,2018,1,MIA,NL,54,197,16,48,9,0,1,18,1,1,11,35,0,1,0,0,5 +pressry01,2018,1,MIN,AL,51,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pressry01,2018,2,HOU,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +priceda01,2018,1,BOS,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +profaju01,2018,1,TEX,AL,146,524,82,133,35,6,20,77,10,0,54,88,1,12,0,4,9 +pruitau01,2018,1,TBA,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +puigya01,2018,1,LAN,NL,125,405,60,108,21,1,23,63,15,5,36,87,2,1,0,2,15 +pujolal01,2018,1,LAA,AL,117,465,50,114,20,0,19,64,1,0,28,65,3,2,0,3,12 +quackke01,2018,1,CIN,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +quinnro01,2018,1,PHI,NL,50,131,13,34,6,4,2,12,10,4,10,35,0,1,1,0,1 +quintjo01,2018,1,CHN,NL,32,52,0,4,0,0,0,0,0,0,0,26,0,0,6,0,3 +raineta01,2018,1,CIN,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ramirca01,2018,1,TOR,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ramirca01,2018,2,OAK,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ramirer02,2018,1,SEA,AL,10,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +ramirha01,2018,1,BOS,AL,44,177,25,45,7,0,6,29,4,1,14,35,0,2,0,2,9 +ramirjc01,2018,1,LAA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ramirjo01,2018,1,CLE,AL,157,578,110,156,38,4,39,105,34,6,106,80,15,8,0,6,2 +ramirjo02,2018,1,ATL,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ramirne01,2018,1,CLE,AL,47,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +ramirno01,2018,1,LAA,AL,69,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ramirye01,2018,1,BAL,AL,17,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +ramosaj01,2018,1,NYN,NL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ramosed02,2018,1,PHI,NL,52,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ramoswi01,2018,1,TBA,AL,78,293,30,87,14,0,14,53,0,0,22,61,1,0,0,0,17 +ramoswi01,2018,2,PHI,NL,33,89,9,30,8,1,1,17,0,0,10,19,1,0,0,2,3 +rasmuco01,2018,1,BAL,AL,18,45,5,6,1,0,1,1,0,0,3,19,0,1,0,0,0 +ravinjo01,2018,1,ATL,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rayro02,2018,1,ARI,NL,25,39,2,3,1,0,0,2,0,0,0,24,0,0,4,1,1 +realmjt01,2018,1,MIA,NL,125,477,74,132,30,3,21,74,3,2,38,104,0,10,0,4,9 +reddijo01,2018,1,HOU,AL,134,433,63,105,13,2,17,47,7,2,49,77,3,0,1,2,9 +reedad01,2018,1,MIN,AL,55,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reedaj01,2018,1,HOU,AL,1,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +reedco01,2018,1,CIN,NL,17,11,0,0,0,0,0,0,0,0,1,10,0,0,0,0,0 +reedmi02,2018,1,ATL,NL,7,7,1,2,0,0,0,0,0,0,0,3,0,0,0,0,0 +refsnro01,2018,1,TBA,AL,40,84,10,14,3,0,2,5,0,2,18,26,0,0,0,0,5 +reidfse01,2018,1,TOR,AL,7,3,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +reinhja01,2018,1,NYN,NL,21,30,4,5,0,0,0,0,1,1,5,9,0,0,0,0,1 +reiniza01,2018,1,DET,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rendato01,2018,1,BOS,AL,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rendoan01,2018,1,WAS,NL,136,529,88,163,44,2,24,92,2,1,55,82,5,5,0,8,5 +renfrhu01,2018,1,SDN,NL,117,403,53,100,23,1,26,68,2,1,30,109,2,3,0,5,9 +reyesal02,2018,1,SLN,NL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +reyesfr01,2018,1,SDN,NL,87,261,36,73,9,0,16,31,0,0,24,80,0,0,0,0,5 +reyesje01,2018,1,CIN,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reyesjo01,2018,1,NYN,NL,110,228,30,43,12,3,4,16,5,2,22,39,1,0,1,0,5 +reyespa01,2018,1,PIT,NL,18,58,9,17,2,0,3,7,0,1,5,11,0,0,0,0,2 +reyesvi01,2018,1,DET,AL,100,212,35,47,5,3,1,12,9,1,5,46,0,0,1,1,4 +reynoma01,2018,1,WAS,NL,86,206,26,51,8,0,13,40,0,0,24,64,1,2,0,3,8 +reynoma03,2018,1,WAS,NL,12,13,1,2,0,0,0,1,0,0,1,4,0,0,0,0,0 +rhameja01,2018,1,NYN,NL,30,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +richacl01,2018,1,SDN,NL,28,42,3,4,1,0,1,3,0,0,2,24,0,1,6,0,0 +richaga01,2018,1,LAA,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +richatr01,2018,1,MIA,NL,25,31,1,2,0,0,0,2,0,0,1,17,0,0,4,0,0 +rickajo01,2018,1,BAL,AL,79,213,27,52,10,1,8,23,4,2,15,55,0,2,0,0,3 +riddljt01,2018,1,MIA,NL,102,308,28,71,10,4,9,36,0,3,20,67,1,0,3,1,4 +riosya01,2018,1,PHI,NL,36,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +riverfe01,2018,1,PIT,NL,70,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +riverre01,2018,1,LAA,AL,30,82,8,20,4,0,4,11,0,0,4,32,0,1,0,0,3 +riverre01,2018,2,ATL,NL,3,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +riverya01,2018,1,MIA,NL,111,139,13,24,3,0,1,9,2,1,19,51,3,0,0,2,3 +rizzoan01,2018,1,CHN,NL,153,566,74,160,29,1,25,101,6,4,70,80,15,20,0,9,11 +roarkta01,2018,1,WAS,NL,31,58,6,11,2,1,0,8,0,0,1,19,0,1,5,0,1 +roberda08,2018,1,NYA,AL,69,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +roberda10,2018,1,TBA,AL,88,282,46,74,16,0,9,34,2,2,43,77,0,13,0,2,7 +robindr01,2018,1,TEX,AL,47,109,20,20,3,0,3,9,2,1,16,57,0,0,0,0,0 +robinsh01,2018,1,NYA,AL,25,49,8,7,1,0,1,2,1,0,4,6,0,0,1,0,2 +robleha01,2018,1,NYN,NL,16,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +robleha01,2018,2,LAA,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +roblevi01,2018,1,WAS,NL,21,59,8,17,3,1,3,10,3,2,4,12,0,2,0,1,2 +rodnefe01,2018,1,MIN,AL,46,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodnefe01,2018,2,OAK,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodonca01,2018,1,CHA,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodride01,2018,1,SFN,NL,21,32,0,3,1,0,0,1,0,0,0,16,0,0,7,0,0 +rodried05,2018,1,BOS,AL,27,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +rodrije01,2018,1,WAS,NL,14,16,2,3,1,0,0,1,0,0,0,8,0,0,2,0,0 +rodriri04,2018,1,TEX,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodriri05,2018,1,PIT,NL,63,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +rodriro03,2018,1,DET,AL,62,191,17,42,7,0,5,20,2,0,10,42,0,0,3,2,7 +rodrise01,2018,1,PIT,NL,66,150,21,25,5,1,5,19,1,0,22,60,1,1,0,0,1 +roech01,2018,1,TBA,AL,61,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rogerjo01,2018,1,BAL,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rogerta01,2018,1,MIN,AL,72,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rojasmi02,2018,1,MIA,NL,153,488,44,123,13,0,11,53,6,3,24,69,2,9,2,4,23 +romansa01,2018,1,CIN,NL,39,36,1,2,1,0,0,2,0,0,0,24,0,0,4,0,0 +romeren01,2018,1,WAS,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +romeren01,2018,2,PIT,NL,2,1,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0 +romeren01,2018,3,KCA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +romerfe01,2018,1,MIN,AL,11,3,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +rominan01,2018,1,SEA,AL,75,119,15,25,2,1,0,2,1,0,7,39,0,1,4,0,2 +rominau01,2018,1,NYA,AL,77,242,30,59,12,0,10,42,1,0,17,67,0,2,1,3,10 +romose01,2018,1,TBA,AL,73,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +rondobr01,2018,1,CHA,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rondohe01,2018,1,HOU,AL,63,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rondojo02,2018,1,CHA,AL,42,100,15,23,6,0,6,14,2,1,7,30,0,0,0,0,3 +rosalad01,2018,1,CLE,AL,13,19,4,4,1,0,1,2,0,0,1,5,0,0,1,0,0 +rosaram01,2018,1,NYN,NL,154,554,76,142,26,8,9,51,24,11,29,119,4,3,3,3,9 +rosared01,2018,1,MIN,AL,138,559,87,161,31,2,24,77,8,2,30,104,5,0,1,2,4 +rosarra01,2018,1,CHN,NL,44,1,1,1,0,0,0,1,0,0,1,0,0,0,0,0,0 +rosscza01,2018,1,LAN,NL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rossjo01,2018,1,WAS,NL,3,5,0,0,0,0,0,0,0,0,0,3,0,0,0,0,1 +rossty01,2018,1,SDN,NL,25,38,1,6,0,0,0,3,1,0,1,16,0,0,2,1,1 +rossty01,2018,2,SLN,NL,9,3,1,2,0,0,1,1,0,0,0,0,0,0,1,0,0 +rowlech01,2018,1,TOR,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ruary01,2018,1,TEX,AL,61,139,17,27,3,1,6,12,3,1,5,53,0,0,2,1,2 +rucindr01,2018,1,MIA,NL,32,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +ruizjo01,2018,1,CHA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ruizri01,2018,1,ATL,NL,14,12,1,1,0,0,0,0,0,0,2,5,0,1,0,0,0 +rumbeni01,2018,1,SEA,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rusinch01,2018,1,COL,NL,49,4,0,2,0,0,0,0,0,0,0,1,0,0,1,0,0 +russead02,2018,1,CHN,NL,130,420,52,105,21,1,5,38,4,0,40,99,2,2,1,2,7 +ryuhy01,2018,1,LAN,NL,16,26,4,7,1,0,0,2,0,0,2,13,0,0,2,0,0 +rzepcma01,2018,1,SEA,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rzepcma01,2018,2,CLE,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sabatcc01,2018,1,NYA,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sadleca02,2018,1,PIT,NL,2,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +sadzeco01,2018,1,TEX,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +saladty01,2018,1,CHA,AL,6,8,2,2,1,0,0,0,0,0,0,3,0,0,1,0,0 +saladty01,2018,2,MIL,NL,52,118,11,29,3,0,5,16,2,2,9,38,0,1,1,1,3 +salasfe01,2018,1,ARI,NL,41,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +salech01,2018,1,BOS,AL,27,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +saltaja01,2018,1,DET,AL,5,7,0,0,0,0,0,0,0,0,1,4,0,0,0,0,0 +samarje01,2018,1,SFN,NL,10,10,0,1,0,0,0,0,0,0,0,6,0,0,1,0,0 +sampsad01,2018,1,TEX,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sanchaa01,2018,1,TOR,AL,20,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sanchad01,2018,1,WAS,NL,28,58,8,16,2,1,0,3,0,0,1,8,0,0,0,0,0 +sanchan01,2018,1,ATL,NL,25,41,0,1,0,0,0,0,0,0,1,25,0,0,2,0,2 +sanchca01,2018,1,CHA,AL,155,600,62,145,34,10,8,55,14,6,49,138,0,8,2,3,9 +sanchga02,2018,1,NYA,AL,89,323,51,60,17,0,18,53,1,0,46,94,0,3,0,2,10 +sandopa01,2018,1,SFN,NL,92,230,22,57,10,1,9,40,0,0,19,52,2,2,0,1,9 +sanomi01,2018,1,MIN,AL,71,266,32,53,14,0,13,41,0,0,31,115,0,0,0,2,7 +santaan02,2018,1,BAL,AL,33,101,8,20,5,1,1,6,1,0,6,21,0,1,0,0,1 +santaca01,2018,1,PHI,NL,161,560,82,128,28,2,24,86,2,1,110,93,6,1,0,8,12 +santada01,2018,1,ATL,NL,15,28,4,5,3,0,0,2,1,1,3,11,0,1,0,0,0 +santade01,2018,1,LAN,NL,2,2,0,1,1,0,0,2,0,0,0,1,0,0,0,0,0 +santado01,2018,1,MIL,NL,85,211,21,56,14,1,5,20,1,1,20,77,1,1,0,3,3 +santaed01,2018,1,PIT,NL,69,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +santaer01,2018,1,MIN,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +santihe01,2018,1,CHA,AL,49,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,1 +santolu01,2018,1,TOR,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sardilu01,2018,1,BAL,AL,8,18,2,2,0,0,1,1,0,0,2,5,0,0,0,0,1 +saupowa01,2018,1,DET,AL,31,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +scahiro01,2018,1,CHA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schebsc01,2018,1,CIN,NL,107,380,55,97,19,0,17,49,4,2,39,99,1,9,0,2,5 +scherma01,2018,1,WAS,NL,35,70,8,17,2,0,0,6,1,0,1,14,0,2,5,0,1 +schimry01,2018,1,LAA,AL,5,5,2,1,0,0,1,2,0,0,2,3,0,0,0,0,0 +schoojo01,2018,1,BAL,AL,85,349,45,85,18,1,17,40,0,1,12,74,1,3,1,2,8 +schoojo01,2018,2,MIL,NL,46,124,16,25,4,0,4,21,1,0,7,41,1,1,0,2,3 +schulja02,2018,1,TBA,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schwaky01,2018,1,CHN,NL,137,428,64,102,14,3,26,61,4,3,78,140,20,1,1,2,6 +scottro02,2018,1,BOS,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +scottta01,2018,1,BAL,AL,53,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +scribtr01,2018,1,ARI,NL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +seageco01,2018,1,LAN,NL,26,101,13,27,5,1,2,13,0,0,11,17,1,2,0,1,2 +seageky01,2018,1,SEA,AL,155,583,62,129,36,1,22,78,2,2,38,138,3,5,0,4,10 +segurje01,2018,1,SEA,AL,144,586,91,178,29,3,10,63,20,11,32,69,2,4,4,6,17 +semiema01,2018,1,OAK,AL,159,632,89,161,35,2,15,70,14,6,61,131,1,1,2,7,12 +senzaan01,2018,1,COL,NL,23,24,1,2,1,0,0,3,0,0,0,13,0,0,5,0,0 +severlu01,2018,1,NYA,AL,32,5,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +severpe01,2018,1,WAS,NL,70,190,14,32,9,0,2,15,1,0,18,47,4,4,0,1,3 +sewalpa01,2018,1,NYN,NL,46,5,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +shackke01,2018,1,CIN,NL,5,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +shafeju01,2018,1,TOR,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shawbr01,2018,1,COL,NL,61,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shawch01,2018,1,SFN,NL,22,54,2,10,2,0,1,7,1,0,7,23,0,0,0,1,0 +shawtr01,2018,1,MIL,NL,152,498,73,120,23,0,32,86,5,2,78,108,6,4,1,6,7 +sheffju01,2018,1,NYA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sherfji01,2018,1,ARI,NL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sherrry01,2018,1,SLN,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shielja02,2018,1,CHA,AL,34,6,0,1,0,0,0,0,0,0,0,3,0,0,1,0,0 +shiplbr01,2018,1,ARI,NL,3,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shoemma01,2018,1,LAA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shrevch01,2018,1,NYA,AL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shrevch01,2018,2,SLN,NL,20,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +shuckja01,2018,1,MIA,NL,70,130,10,25,3,1,0,4,2,2,10,22,1,1,1,0,1 +sierrma01,2018,1,MIA,NL,54,147,10,28,3,0,0,7,3,2,6,39,1,0,3,0,0 +sierrmo01,2018,1,WAS,NL,27,54,4,9,2,0,0,4,1,1,2,20,0,2,0,2,2 +simmoan01,2018,1,LAA,AL,146,554,68,162,26,5,11,75,10,2,35,44,2,5,1,5,17 +simslu01,2018,1,ATL,NL,6,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +simslu01,2018,2,CIN,NL,3,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +sippto01,2018,1,HOU,AL,54,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +siscoch01,2018,1,BAL,AL,63,160,13,29,8,0,2,16,1,0,13,66,0,11,0,0,2 +skaggty01,2018,1,LAA,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +skogler01,2018,1,KCA,AL,14,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +skolema01,2018,1,CHA,AL,4,11,2,3,0,0,1,1,0,0,2,3,0,0,0,0,0 +slateau01,2018,1,SFN,NL,74,199,21,50,6,1,1,23,7,0,20,69,2,5,0,1,5 +slegeaa01,2018,1,MIN,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithbu03,2018,1,KCA,AL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithca02,2018,1,BOS,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithca03,2018,1,MIA,NL,16,22,0,3,0,0,0,1,0,0,0,13,0,0,4,0,1 +smithdo02,2018,1,NYN,NL,56,143,14,32,11,1,5,11,0,0,4,47,0,2,0,0,2 +smithdr01,2018,1,NYN,NL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithdw02,2018,1,TOR,AL,35,65,9,17,8,0,2,8,0,0,7,13,0,2,0,1,1 +smithjo05,2018,1,HOU,AL,56,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithke04,2018,1,CHA,AL,52,171,21,50,6,0,3,21,1,0,10,18,0,5,0,1,5 +smithma05,2018,1,TBA,AL,141,480,65,142,27,10,2,40,40,12,47,98,0,8,7,2,11 +smithmu01,2018,1,TOR,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithwi04,2018,1,SFN,NL,54,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smoakju01,2018,1,TOR,AL,147,505,67,122,34,0,25,77,0,1,83,156,2,3,0,3,11 +smokejo01,2018,1,PIT,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smokejo01,2018,2,DET,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smolija01,2018,1,OAK,AL,20,39,2,5,1,1,0,2,1,0,1,10,0,1,0,0,4 +snellbl01,2018,1,TBA,AL,31,1,0,0,0,0,0,0,0,0,1,1,0,1,0,0,0 +sneltdj01,2018,1,SFN,NL,4,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +snydebr03,2018,1,TBA,AL,2,6,0,1,1,0,0,0,0,0,0,2,0,0,0,0,0 +sobotch01,2018,1,ATL,NL,14,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +socolmi01,2018,1,ATL,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sogarer01,2018,1,MIL,NL,55,97,7,13,3,0,0,2,3,0,12,23,1,2,1,1,3 +solarya01,2018,1,TOR,AL,122,468,50,106,20,0,17,54,1,3,31,72,1,3,1,3,21 +solerjo01,2018,1,KCA,AL,61,223,27,59,18,0,9,28,3,1,28,69,0,4,0,2,6 +solissa01,2018,1,WAS,NL,56,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +soriajo01,2018,1,CHA,AL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +soriajo01,2018,2,MIL,NL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sorokmi01,2018,1,ATL,NL,5,8,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +sosaed01,2018,1,SLN,NL,3,2,1,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +sotoju01,2018,1,WAS,NL,116,414,77,121,25,1,22,70,5,2,79,99,10,0,1,0,9 +souzast01,2018,1,ARI,NL,72,241,21,53,15,3,5,29,6,1,28,75,0,3,0,0,4 +spande01,2018,1,TBA,AL,43,143,27,34,7,1,4,28,6,2,28,24,0,1,0,1,5 +spande01,2018,2,SEA,AL,94,294,36,80,15,6,7,30,3,2,23,55,0,5,0,6,5 +spangco01,2018,1,SDN,NL,116,298,35,70,9,4,7,25,6,1,25,108,0,2,4,0,6 +sparkgl01,2018,1,KCA,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +springe01,2018,1,HOU,AL,140,544,102,144,26,0,22,71,6,4,64,122,0,5,0,3,12 +sprinje01,2018,1,TEX,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stallja01,2018,1,PIT,NL,14,37,2,8,0,0,0,5,0,0,3,9,0,0,0,1,2 +stammcr01,2018,1,SDN,NL,73,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stanery01,2018,1,TBA,AL,59,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stantmi03,2018,1,NYA,AL,158,617,102,164,34,1,38,100,5,0,70,211,5,8,0,10,17 +stassma01,2018,1,HOU,AL,88,221,28,50,13,0,8,27,0,0,23,74,0,6,0,0,6 +steckdr01,2018,1,MIA,NL,71,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stephja01,2018,1,CIN,NL,29,2,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +stephro01,2018,1,CIN,NL,4,2,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +stevean01,2018,1,WAS,NL,57,75,9,19,2,0,1,13,1,1,6,23,0,1,1,3,0 +stewabr01,2018,1,LAN,NL,9,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +stewach01,2018,1,ATL,NL,5,14,3,3,0,0,0,3,0,0,1,1,0,0,0,1,2 +stewach01,2018,2,ARI,NL,3,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stewach02,2018,1,DET,AL,17,60,7,16,1,1,2,10,0,0,10,13,0,1,0,1,1 +stewadj01,2018,1,BAL,AL,17,40,8,10,3,0,3,10,2,1,4,12,0,2,0,1,0 +stewako01,2018,1,MIN,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stockro01,2018,1,SDN,NL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +storytr01,2018,1,COL,NL,157,598,88,174,42,6,37,108,27,6,47,168,3,7,0,4,12 +stouter01,2018,1,KCA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +strahma01,2018,1,SDN,NL,41,8,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +straida01,2018,1,MIA,NL,26,31,2,5,1,0,0,1,0,0,8,19,0,1,3,0,1 +strasst01,2018,1,WAS,NL,22,41,0,5,0,0,0,1,0,0,2,12,0,0,8,0,3 +stratch01,2018,1,SFN,NL,28,43,0,6,1,0,0,5,0,0,0,26,0,0,6,1,0 +strawmy01,2018,1,HOU,AL,9,9,4,3,0,0,1,1,2,0,1,0,0,0,0,0,0 +strichu01,2018,1,SFN,NL,49,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stripro01,2018,1,LAN,NL,36,33,0,3,0,0,0,2,1,0,0,13,0,0,4,0,0 +stromma01,2018,1,TOR,AL,19,3,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +stroppe01,2018,1,CHN,NL,60,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1 +stumpda01,2018,1,DET,AL,56,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +suarean01,2018,1,SFN,NL,29,47,1,3,0,0,0,0,0,0,2,27,0,0,2,0,1 +suareeu01,2018,1,CIN,NL,143,527,79,149,22,2,34,104,1,1,64,142,7,9,0,6,20 +suarera01,2018,1,PHI,NL,4,6,0,1,0,1,0,0,0,0,0,2,0,0,0,0,0 +sucreje01,2018,1,TBA,AL,73,182,9,38,5,0,1,17,1,0,9,29,2,1,4,2,4 +suerowa01,2018,1,WAS,NL,40,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +susacan01,2018,1,BAL,AL,9,26,1,3,1,0,0,0,0,0,0,12,0,0,0,0,0 +suterbr01,2018,1,MIL,NL,21,26,4,5,1,0,1,3,0,0,4,6,0,1,1,0,1 +suzukic01,2018,1,SEA,AL,15,44,5,9,0,0,0,0,0,0,3,7,0,0,0,0,0 +suzukku01,2018,1,ATL,NL,105,347,45,94,24,0,12,50,0,0,22,43,0,13,0,6,6 +swansda01,2018,1,ATL,NL,136,478,51,114,25,4,14,59,10,4,44,122,15,2,6,3,5 +swarzan01,2018,1,NYN,NL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sweenda02,2018,1,TOR,AL,2,2,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0 +swihabl01,2018,1,BOS,AL,82,192,28,44,10,0,3,18,6,1,15,57,0,0,0,0,4 +syndeno01,2018,1,NYN,NL,25,47,0,6,2,0,0,3,0,0,1,32,0,0,3,1,0 +szczuma01,2018,1,SDN,NL,57,75,11,14,3,0,1,6,3,0,8,24,0,0,1,0,2 +taillja01,2018,1,PIT,NL,32,57,0,4,1,0,0,3,0,0,1,22,0,0,5,0,1 +tanakma01,2018,1,NYA,AL,27,6,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +tapiara01,2018,1,COL,NL,25,25,6,5,2,1,1,6,0,0,2,7,0,0,0,0,0 +tarplst01,2018,1,NYA,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tauchmi01,2018,1,COL,NL,21,32,5,3,1,0,0,0,1,0,4,15,0,0,1,0,0 +taylobe03,2018,1,CLE,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +taylobe04,2018,1,OAK,AL,7,5,0,1,1,0,0,0,0,0,1,2,0,0,0,0,0 +tayloch03,2018,1,LAN,NL,155,536,85,136,35,8,17,63,9,6,55,178,0,9,0,4,5 +taylomi02,2018,1,WAS,NL,134,353,46,80,22,3,6,28,24,6,29,116,2,1,2,0,9 +tazawju01,2018,1,MIA,NL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tazawju01,2018,2,LAA,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +teherju01,2018,1,ATL,NL,31,40,2,7,0,0,1,4,0,0,1,8,0,0,12,1,0 +telisto01,2018,1,MIA,NL,23,29,2,6,1,0,0,1,0,0,2,8,0,0,0,0,1 +tellero01,2018,1,TOR,AL,23,70,10,22,9,0,4,14,0,0,2,21,0,0,0,1,0 +teperry01,2018,1,TOR,AL,68,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thameer01,2018,1,MIL,NL,96,247,41,54,10,3,16,37,7,0,29,97,4,2,0,0,3 +thompja03,2018,1,PHI,NL,9,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +thomptr01,2018,1,OAK,AL,3,7,1,1,0,0,0,0,0,0,0,4,0,0,0,0,0 +thomptr01,2018,2,CHA,AL,48,121,14,14,3,0,3,9,3,1,7,46,1,0,1,1,0 +thornty01,2018,1,BOS,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tillmch01,2018,1,BAL,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tilsoch01,2018,1,CHA,AL,41,106,7,28,1,1,0,11,2,3,10,20,0,1,2,1,2 +toccica01,2018,1,TEX,AL,66,120,11,27,3,2,0,5,0,3,7,39,0,1,6,1,2 +tolesan01,2018,1,LAN,NL,17,30,5,7,2,0,0,4,1,0,2,8,1,0,0,0,1 +tomlijo01,2018,1,CLE,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tomlike01,2018,1,SFN,NL,63,140,9,29,4,2,0,10,0,2,9,35,0,2,1,0,3 +torreca01,2018,1,WAS,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +torregl01,2018,1,NYA,AL,123,431,54,117,16,1,24,77,6,2,42,122,3,5,1,5,8 +torrera01,2018,1,KCA,AL,9,28,4,5,1,0,0,1,0,0,1,3,0,0,0,0,1 +torrero01,2018,1,NYA,AL,41,100,9,28,7,1,0,7,0,0,2,16,0,0,0,0,3 +toussto01,2018,1,ATL,NL,8,10,1,1,0,0,0,0,0,0,0,5,0,0,0,0,0 +trahabl01,2018,1,CIN,NL,11,14,2,3,0,0,0,0,0,0,0,4,0,0,0,0,0 +travide01,2018,1,TOR,AL,103,357,41,83,14,3,11,44,3,2,16,64,1,5,0,0,8 +travisa01,2018,1,BOS,AL,19,36,5,8,3,0,1,7,0,0,2,10,0,0,0,0,1 +treinbl01,2018,1,OAK,AL,68,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +trevijo01,2018,1,TEX,AL,3,8,0,2,0,0,0,3,0,0,0,1,0,0,0,0,1 +triggan01,2018,1,OAK,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +trivilo01,2018,1,OAK,AL,69,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tropeni01,2018,1,LAA,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +troutmi01,2018,1,LAA,AL,140,471,101,147,24,4,39,79,24,2,122,124,25,10,0,4,5 +trumbma01,2018,1,BAL,AL,90,330,41,86,12,0,17,44,0,0,24,87,0,2,0,2,10 +tsengje01,2018,1,CHN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tuckeky01,2018,1,HOU,AL,28,64,10,9,2,1,0,4,1,1,6,13,0,2,0,0,1 +tuckepr01,2018,1,ATL,NL,62,117,14,30,10,0,4,22,0,0,7,33,0,2,0,1,2 +tuckepr01,2018,2,CIN,NL,17,37,4,7,1,0,2,5,0,0,4,9,0,1,0,0,0 +tuckepr01,2018,3,ATL,NL,18,12,1,1,0,0,0,0,0,0,2,1,0,1,0,0,0 +tuivasa01,2018,1,SLN,NL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tuivasa01,2018,2,SEA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +turnbsp01,2018,1,DET,AL,4,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +turneja01,2018,1,MIA,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +turneja01,2018,2,DET,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +turneju01,2018,1,LAN,NL,103,365,62,114,31,1,14,52,2,1,47,54,3,12,0,2,10 +turnetr01,2018,1,WAS,NL,162,664,103,180,27,6,19,73,43,9,69,132,3,5,2,0,7 +underdu01,2018,1,CHN,NL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +uptonju01,2018,1,LAA,AL,145,533,80,137,18,1,30,85,8,2,64,176,1,10,0,6,12 +urenajo01,2018,1,MIA,NL,32,48,1,2,1,0,0,1,0,0,1,35,0,0,3,0,0 +urenari01,2018,1,TOR,AL,40,99,10,29,4,0,1,6,2,1,7,32,0,0,2,0,3 +uriasju01,2018,1,LAN,NL,3,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +uriaslu01,2018,1,SDN,NL,12,48,5,10,1,0,2,5,1,0,3,10,0,1,0,1,0 +urshegi01,2018,1,TOR,AL,19,43,7,10,1,0,1,3,0,0,2,10,0,1,0,0,1 +utleych01,2018,1,LAN,NL,87,164,18,35,10,1,1,14,3,1,17,34,2,5,0,1,3 +valaipa01,2018,1,COL,NL,68,122,8,19,5,0,2,5,0,0,9,30,0,0,2,0,4 +valbulu01,2018,1,LAA,AL,96,266,23,53,9,0,9,33,3,0,19,100,3,1,0,2,2 +valdefr01,2018,1,HOU,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +valdejo03,2018,1,SFN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +valenda01,2018,1,BAL,AL,79,255,28,67,8,1,9,28,1,1,22,53,2,0,0,5,8 +valenje01,2018,1,PHI,NL,46,79,8,14,5,1,1,6,0,0,8,24,0,1,0,1,1 +valerbr01,2018,1,LAN,NL,20,29,4,5,0,0,0,4,0,0,4,4,0,0,1,0,0 +valerbr01,2018,2,BAL,AL,12,35,4,10,0,1,0,4,1,0,3,9,0,0,1,2,0 +vargail01,2018,1,ARI,NL,14,19,2,4,0,0,1,4,1,0,1,4,0,0,0,0,1 +vargaja01,2018,1,NYN,NL,21,27,2,4,0,0,0,0,0,0,1,8,0,0,3,0,0 +vasquan02,2018,1,MIN,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vastoje01,2018,1,COL,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vastoje01,2018,2,KCA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vazquch01,2018,1,BOS,AL,80,251,24,52,10,0,3,16,4,1,13,41,1,4,1,0,5 +velasvi01,2018,1,PHI,NL,32,40,2,9,1,0,0,1,0,0,0,11,0,0,5,0,2 +velazan01,2018,1,TBA,AL,13,10,3,3,1,0,0,0,1,0,1,3,0,1,0,0,0 +velazhe01,2018,1,BOS,AL,47,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vendipa01,2018,1,LAN,NL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ventejo01,2018,1,TBA,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ventejo01,2018,2,ATL,NL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +verdual01,2018,1,LAN,NL,37,77,11,20,6,0,1,4,0,0,8,14,0,0,1,0,4 +verhadr01,2018,1,DET,AL,41,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +verlaju01,2018,1,HOU,AL,34,5,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +vieirth01,2018,1,CHA,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vielmen01,2018,1,BAL,AL,6,7,1,1,0,0,0,0,0,0,1,4,0,0,0,0,0 +villach01,2018,1,SDN,NL,110,351,42,83,15,0,20,46,3,0,23,104,0,9,0,1,12 +villajo01,2018,1,MIL,NL,87,257,26,67,10,1,6,22,14,2,19,80,0,2,0,1,9 +villajo01,2018,2,BAL,AL,54,209,28,54,4,0,8,24,21,3,22,58,0,3,1,1,4 +vilorme01,2018,1,KCA,AL,10,27,4,7,2,0,0,4,0,0,1,9,0,0,1,0,1 +vinceni01,2018,1,SEA,AL,62,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vinceza01,2018,1,SEA,AL,1,4,0,2,0,0,0,1,0,0,0,1,0,0,0,0,0 +vizcaar01,2018,1,ATL,NL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vogelda01,2018,1,SEA,AL,37,87,9,18,2,0,4,13,0,0,13,26,0,2,0,0,4 +voitlu01,2018,1,SLN,NL,8,11,2,2,0,0,1,3,0,0,2,4,0,0,0,0,0 +voitlu01,2018,2,NYA,AL,39,132,28,44,5,0,14,33,0,0,15,39,0,1,0,0,3 +volstch01,2018,1,CHA,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vothau01,2018,1,WAS,NL,4,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +vottojo01,2018,1,CIN,NL,145,503,67,143,28,2,12,67,2,0,108,101,6,9,0,3,15 +wachami01,2018,1,SLN,NL,15,25,3,2,0,0,0,1,0,0,1,9,0,0,6,0,0 +wadety01,2018,1,NYA,AL,36,66,8,11,4,0,1,5,1,0,4,23,0,0,0,0,1 +wahlbo01,2018,1,NYN,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wainwad01,2018,1,SLN,NL,8,11,0,1,0,0,0,1,0,0,0,6,0,0,1,0,0 +waldema01,2018,1,BOS,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +waldimi01,2018,1,PHI,NL,13,17,1,1,0,0,1,2,0,0,2,12,0,0,0,0,1 +walkech02,2018,1,ARI,NL,37,49,6,8,2,0,3,6,1,0,3,22,0,1,0,0,1 +walkene01,2018,1,NYA,AL,113,347,48,76,12,1,11,46,0,0,42,87,3,5,0,4,3 +walketa01,2018,1,ARI,NL,3,4,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1 +wallach01,2018,1,MIA,NL,15,45,4,8,1,0,1,5,0,0,4,23,0,2,1,0,0 +wardta01,2018,1,LAA,AL,40,135,14,24,3,0,6,15,2,0,9,45,0,3,0,0,0 +warread01,2018,1,NYA,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +warread01,2018,2,SEA,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +watsoto01,2018,1,SFN,NL,72,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +weavelu01,2018,1,SLN,NL,34,38,4,6,0,0,0,2,0,0,1,14,0,0,7,0,1 +webbty01,2018,1,SDN,NL,4,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +webbty01,2018,2,SLN,NL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +weberry01,2018,1,TBA,AL,2,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +webstal01,2018,1,CHN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +weissza01,2018,1,CIN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wendejb01,2018,1,OAK,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wendljo01,2018,1,TBA,AL,139,487,62,146,33,6,7,61,16,4,37,96,4,9,2,10,11 +whalero01,2018,1,SEA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wheelza01,2018,1,NYN,NL,29,56,4,11,2,0,0,4,0,0,0,21,0,0,3,1,1 +whitety01,2018,1,HOU,AL,66,210,27,58,12,3,12,42,0,1,24,49,0,2,0,1,1 +whitlch01,2018,1,ATL,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wickro01,2018,1,SDN,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wieckbr01,2018,1,SDN,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wietema01,2018,1,WAS,NL,76,235,24,56,8,0,8,30,0,1,30,45,3,3,1,2,5 +wilkeaa01,2018,1,MIL,NL,3,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +wilkest01,2018,1,BAL,AL,16,46,2,8,3,0,0,3,1,0,3,16,0,0,0,0,0 +williau01,2018,1,WAS,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +williju02,2018,1,TBA,AL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1 +willima07,2018,1,CIN,NL,51,123,10,36,5,1,2,6,1,2,7,29,1,0,2,0,5 +willima08,2018,1,SFN,NL,28,94,14,20,4,0,4,11,1,1,11,27,0,0,0,0,1 +willini01,2018,1,PHI,NL,140,407,53,104,12,3,17,50,3,2,32,111,2,9,0,0,4 +willita01,2018,1,MIL,NL,56,4,0,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +willitr01,2018,1,PIT,NL,31,43,3,5,0,0,0,0,0,0,2,13,0,0,6,0,0 +wilsoal01,2018,1,DET,AL,59,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wilsobo02,2018,1,MIN,AL,47,135,12,24,8,0,2,16,0,0,12,37,0,0,2,2,6 +wilsobr02,2018,1,ATL,NL,3,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wilsoju10,2018,1,CHN,NL,71,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +wingetr01,2018,1,SDN,NL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +winkeje01,2018,1,CIN,NL,89,281,38,84,16,0,7,43,0,0,49,46,4,2,1,1,6 +winklda01,2018,1,ATL,NL,69,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wisdopa01,2018,1,SLN,NL,32,50,11,13,1,0,4,10,2,1,6,19,0,2,0,0,1 +wislema01,2018,1,ATL,NL,7,8,0,0,0,0,0,0,0,0,0,4,0,0,1,0,0 +wislema01,2018,2,CIN,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wittgni01,2018,1,MIA,NL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wolteto01,2018,1,COL,NL,74,182,19,31,4,4,3,27,2,0,26,33,2,6,0,2,6 +wongko01,2018,1,SLN,NL,127,353,41,88,18,2,9,38,6,5,31,60,3,14,6,3,6 +woodal02,2018,1,LAN,NL,33,44,1,2,0,0,0,0,1,0,0,25,0,0,6,0,0 +woodbl01,2018,1,LAA,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +woodhu01,2018,1,TBA,AL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +woodrbr01,2018,1,MIL,NL,19,8,2,2,0,0,1,1,0,0,1,1,0,0,1,0,1 +workmbr01,2018,1,BOS,AL,43,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wrighda03,2018,1,NYN,NL,2,2,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +wrighky01,2018,1,ATL,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wrighmi01,2018,1,BAL,AL,48,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wrighst01,2018,1,BOS,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wynnsau01,2018,1,BAL,AL,42,110,16,28,2,0,4,11,0,0,5,25,0,0,3,0,7 +yacabji01,2018,1,BAL,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +yarbrry01,2018,1,TBA,AL,38,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +yateski01,2018,1,SDN,NL,65,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +yelicch01,2018,1,MIL,NL,147,574,118,187,34,7,36,110,22,4,68,135,2,7,0,2,14 +youngch04,2018,1,LAA,AL,56,113,17,19,2,1,6,13,2,0,11,37,0,2,1,1,1 +younger03,2018,1,LAA,AL,41,109,12,22,4,2,1,8,5,1,6,28,0,1,0,1,4 +zagunma01,2018,1,CHN,NL,5,5,0,2,1,0,0,1,0,0,1,1,0,0,0,0,0 +zagurmi01,2018,1,MIL,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +zamorda01,2018,1,NYN,NL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +zastrro01,2018,1,CHN,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +zieglbr01,2018,1,MIA,NL,53,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +zieglbr01,2018,2,ARI,NL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +zimmebr01,2018,1,CLE,AL,34,106,14,24,5,0,2,9,4,1,7,44,0,1,0,0,1 +zimmejo02,2018,1,DET,AL,25,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +zimmery01,2018,1,WAS,NL,85,288,33,76,21,2,13,51,1,1,30,55,1,3,0,2,10 +zobribe01,2018,1,CHN,NL,139,455,67,139,28,3,9,58,3,4,55,60,1,2,1,7,8 +zuninmi01,2018,1,SEA,AL,113,373,37,75,18,0,20,44,0,0,24,150,0,6,0,2,7 +abadfe01,2019,1,SFN,NL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +abreubr01,2019,1,HOU,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +abreujo02,2019,1,CHA,AL,159,634,85,180,38,1,33,123,2,2,36,152,4,13,0,10,24 +acunaro01,2019,1,ATL,NL,156,626,127,175,22,2,41,101,37,9,76,188,4,9,0,1,8 +adamecr01,2019,1,SFN,NL,10,22,1,7,1,0,0,2,0,0,2,8,0,0,0,0,0 +adamewi01,2019,1,TBA,AL,152,531,69,135,25,1,20,52,4,2,46,153,1,3,3,1,9 +adamja01,2019,1,TOR,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +adamsau01,2019,1,MIN,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +adamsau01,2019,2,DET,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +adamsau02,2019,1,WAS,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +adamsau02,2019,2,SEA,AL,29,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +adamsch01,2019,1,NYA,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +adamsma01,2019,1,WAS,NL,111,310,42,70,14,0,20,56,0,0,20,115,1,2,0,1,7 +adducji02,2019,1,CHN,NL,2,5,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +adriaeh01,2019,1,MIN,AL,84,202,34,55,8,3,5,22,0,2,20,40,1,6,2,4,2 +agrazda01,2019,1,PIT,NL,15,22,0,2,0,0,0,2,0,0,0,9,0,0,1,1,0 +aguilje01,2019,1,MIL,NL,94,222,26,50,9,0,8,34,0,0,31,59,0,2,0,4,11 +aguilje01,2019,2,TBA,AL,37,92,13,24,3,0,4,16,0,0,12,22,0,0,0,3,1 +ahmedni01,2019,1,ARI,NL,158,556,79,141,33,6,19,82,8,2,52,113,2,4,1,12,15 +alanirj01,2019,1,SEA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +alanirj01,2019,2,CIN,NL,8,1,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0 +alberha01,2019,1,BAL,AL,139,524,62,160,21,2,12,51,4,4,16,50,1,4,3,3,9 +alberma01,2019,1,MIL,NL,67,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +albieoz01,2019,1,ATL,NL,160,640,102,189,43,8,24,86,15,4,54,112,6,4,0,4,2 +alcaljo01,2019,1,MIN,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +alcansa01,2019,1,MIA,NL,32,58,2,5,1,0,0,4,0,0,1,46,0,1,3,0,0 +alcanvi01,2019,1,DET,AL,46,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +alexasc01,2019,1,LAN,NL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +alexaty01,2019,1,DET,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +alfarjo01,2019,1,MIA,NL,130,431,44,113,14,1,18,57,4,4,22,154,1,10,0,2,12 +alforan01,2019,1,TOR,AL,16,28,3,5,0,0,1,1,2,0,1,11,0,1,0,0,0 +allarko01,2019,1,TEX,AL,9,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +allenau01,2019,1,SDN,NL,34,65,4,14,4,0,0,3,0,0,6,21,3,0,0,0,2 +allenco01,2019,1,LAA,AL,25,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +allengr01,2019,1,CLE,AL,89,231,30,53,9,3,4,27,8,2,11,53,1,9,4,1,3 +allenlo01,2019,1,SDN,NL,8,4,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0 +allenlo01,2019,2,CLE,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +almonab01,2019,1,ARI,NL,17,31,11,9,3,1,1,4,0,0,7,8,0,0,0,0,1 +almonye01,2019,1,COL,NL,28,5,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +almoral01,2019,1,CHN,NL,130,339,41,80,11,1,12,32,2,1,16,62,4,1,5,2,8 +alonspe01,2019,1,NYN,NL,161,597,103,155,30,2,53,120,1,0,72,183,6,21,0,3,13 +alonsyo01,2019,1,CHA,AL,67,219,23,39,6,0,7,27,0,1,29,53,2,1,0,2,8 +alonsyo01,2019,2,COL,NL,54,73,11,19,7,0,3,10,0,0,10,17,1,1,0,0,5 +altavda01,2019,1,SEA,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +altheaa01,2019,1,PHI,NL,22,29,2,1,1,0,0,1,0,0,1,9,0,0,0,0,1 +altheaa01,2019,2,SFN,NL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +altheaa01,2019,3,NYN,NL,26,31,6,4,1,0,1,2,0,0,2,15,0,1,0,1,0 +altuvjo01,2019,1,HOU,AL,124,500,89,149,27,3,31,74,6,5,41,82,0,3,1,3,19 +alvarjo02,2019,1,PHI,NL,67,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +alvarjo03,2019,1,TBA,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +alvaryo01,2019,1,HOU,AL,87,313,58,98,26,0,27,78,0,0,52,94,4,2,0,2,9 +alzolad01,2019,1,CHN,NL,4,5,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +anderbr04,2019,1,OAK,AL,31,8,1,4,0,0,0,0,0,0,0,2,0,0,0,0,0 +anderbr06,2019,1,MIA,NL,126,459,57,120,33,1,20,66,5,1,44,114,1,14,0,3,15 +anderch01,2019,1,MIL,NL,33,40,1,4,1,0,0,1,0,0,2,24,0,0,2,0,0 +anderco01,2019,1,CLE,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +anderdr02,2019,1,PHI,NL,2,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +anderju01,2019,1,LAA,AL,54,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +anderni01,2019,1,MIA,NL,45,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +anderni01,2019,2,TBA,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +andersh01,2019,1,SFN,NL,28,25,0,2,1,0,0,0,0,0,0,19,0,1,2,0,0 +anderta01,2019,1,OAK,AL,6,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +anderti01,2019,1,CHA,AL,123,498,81,167,32,0,18,56,17,5,15,109,0,3,0,2,12 +anderty01,2019,1,COL,NL,5,7,1,1,0,0,0,0,0,0,0,4,0,0,1,0,1 +andrima01,2019,1,ARI,NL,54,6,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +andruel01,2019,1,TEX,AL,147,600,81,165,27,4,12,72,31,8,34,96,1,4,0,10,16 +andujmi01,2019,1,NYA,AL,12,47,1,6,0,0,0,1,0,0,1,11,0,0,0,1,4 +aquinar01,2019,1,CIN,NL,56,205,31,53,8,0,19,47,7,0,16,60,2,2,0,2,5 +aranovi01,2019,1,PHI,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +araujpe01,2019,1,BAL,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +archech01,2019,1,PIT,NL,23,35,1,4,0,0,0,2,0,0,3,19,0,0,3,0,0 +arciaor01,2019,1,MIL,NL,152,494,51,110,16,1,15,59,8,5,43,109,5,1,2,6,15 +arenano01,2019,1,COL,NL,155,588,102,185,31,2,41,118,3,2,62,93,11,4,0,8,14 +armenro01,2019,1,HOU,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +armstsh01,2019,1,SEA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +armstsh01,2019,2,BAL,AL,51,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +arozara01,2019,1,SLN,NL,19,20,4,6,1,0,1,2,2,1,2,4,0,1,0,0,0 +arraelu01,2019,1,MIN,AL,92,326,54,109,20,1,4,28,2,2,36,29,1,1,0,3,2 +arrieja01,2019,1,PHI,NL,24,45,2,7,1,0,0,4,0,0,1,19,0,0,4,0,1 +arroych01,2019,1,TBA,AL,16,50,8,11,2,0,2,7,0,0,5,18,0,1,1,0,0 +arteahu01,2019,1,KCA,AL,41,122,11,24,4,0,0,4,1,1,8,28,0,2,3,0,2 +astudwi01,2019,1,MIN,AL,58,190,28,51,9,0,4,21,0,0,5,8,0,5,0,4,6 +austity01,2019,1,MIN,AL,2,4,1,1,1,0,0,0,0,0,1,3,0,0,0,0,0 +austity01,2019,2,SFN,NL,70,130,24,24,2,1,8,20,1,0,17,57,0,0,0,0,1 +austity01,2019,3,MIL,NL,17,20,5,4,2,0,1,4,1,0,6,7,1,0,0,1,1 +aveliab01,2019,1,SFN,NL,4,7,0,2,0,0,0,1,0,0,1,3,0,0,0,0,0 +avilaal01,2019,1,ARI,NL,63,164,22,34,8,0,9,24,1,0,36,68,7,1,0,0,8 +avilalu01,2019,1,NYN,NL,45,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +avilape01,2019,1,SDN,NL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +baderha01,2019,1,SLN,NL,128,347,54,71,14,3,12,39,11,3,46,117,4,10,1,2,3 +baezja01,2019,1,CHN,NL,138,531,89,149,38,4,29,85,11,7,28,156,3,0,0,2,16 +baezmi01,2019,1,SDN,NL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +baezpe01,2019,1,LAN,NL,71,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +baezsa01,2019,1,DET,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +baileho02,2019,1,KCA,AL,18,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +baileho02,2019,2,OAK,AL,13,4,0,2,0,0,0,1,0,0,0,1,0,0,0,0,0 +bandaan01,2019,1,TBA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +banuema01,2019,1,CHA,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bardlu01,2019,1,LAA,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barlosc01,2019,1,KCA,AL,61,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barneau01,2019,1,LAN,NL,75,212,28,43,12,1,5,25,3,0,23,56,3,5,0,2,8 +barneja01,2019,1,MIL,NL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barneja01,2019,2,KCA,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barnema01,2019,1,BOS,AL,70,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +barneto01,2019,1,CHN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barnhtu01,2019,1,CIN,NL,114,316,32,73,14,0,11,40,1,0,44,83,7,2,1,1,5 +baronst01,2019,1,PIT,NL,7,10,0,2,1,0,0,1,0,0,0,6,0,0,0,0,0 +barraky01,2019,1,WAS,NL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barraky01,2019,2,SFN,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barreaa01,2019,1,WAS,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barrefr02,2019,1,OAK,AL,23,57,6,7,2,0,2,5,1,0,1,23,0,0,0,0,0 +barreja01,2019,1,NYA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barretr01,2019,1,WAS,NL,2,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barrija01,2019,1,LAA,AL,19,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +bashlty01,2019,1,NYN,NL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bassan01,2019,1,SEA,AL,44,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bassich01,2019,1,OAK,AL,28,4,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +bauerja01,2019,1,CLE,AL,117,372,46,84,16,1,12,43,3,3,45,115,0,3,0,3,3 +bauertr01,2019,1,CLE,AL,24,5,0,1,0,0,0,0,0,0,0,3,0,0,1,0,0 +bauertr01,2019,2,CIN,NL,10,14,1,2,0,0,0,0,0,0,2,9,0,0,0,0,0 +bautige01,2019,1,SEA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +beatyma01,2019,1,LAN,NL,99,249,36,66,19,1,9,46,5,0,17,33,2,2,0,0,6 +beckhgo01,2019,1,DET,AL,83,223,29,48,13,2,6,15,3,1,13,68,0,4,0,0,6 +beckhti01,2019,1,SEA,AL,88,304,39,72,21,1,15,47,1,3,21,102,0,3,0,0,7 +bednada01,2019,1,SDN,NL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bedroca01,2019,1,LAA,AL,59,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +beedety01,2019,1,SFN,NL,25,38,2,4,0,0,0,1,0,0,3,23,0,0,2,0,0 +beeksja01,2019,1,TBA,AL,34,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +bellico01,2019,1,LAN,NL,156,558,121,170,34,3,47,115,15,5,95,108,21,3,0,4,10 +belljo02,2019,1,PIT,NL,143,527,94,146,37,3,37,116,0,1,74,118,13,5,0,7,11 +beltbr01,2019,1,SFN,NL,156,526,76,123,32,3,17,57,4,3,83,127,3,3,0,4,6 +bemboan01,2019,1,TBA,AL,3,5,0,2,1,0,0,1,0,0,0,2,0,0,0,0,0 +bemboan01,2019,2,LAA,AL,22,49,2,5,0,0,1,3,0,0,1,19,0,0,1,0,0 +beninan01,2019,1,BOS,AL,138,541,72,144,40,5,13,68,10,3,59,140,1,7,3,5,6 +bergetr01,2019,1,SFN,NL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +berrijo01,2019,1,MIN,AL,32,4,1,0,0,0,0,0,0,0,1,4,0,0,0,0,0 +bertijo01,2019,1,MIA,NL,73,256,52,70,14,1,6,24,17,3,24,73,0,6,0,1,2 +betande01,2019,1,NYA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bettich01,2019,1,COL,NL,39,5,0,0,0,0,0,0,0,0,2,2,0,0,3,0,0 +bettsmo01,2019,1,BOS,AL,150,597,135,176,40,5,29,80,16,3,97,101,6,3,0,9,11 +biagijo01,2019,1,TOR,AL,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +biagijo01,2019,2,HOU,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bichebo01,2019,1,TOR,AL,46,196,32,61,18,0,11,21,4,4,14,50,0,1,0,1,2 +biddlje01,2019,1,ATL,NL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +biddlje01,2019,2,SEA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +biddlje01,2019,3,TEX,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +biebesh01,2019,1,CLE,AL,34,5,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +biggica01,2019,1,TOR,AL,100,354,66,83,17,2,16,48,14,0,71,123,0,2,0,2,0 +birdgr01,2019,1,NYA,AL,10,35,6,6,0,0,1,1,0,0,6,16,0,0,0,0,1 +birdky01,2019,1,TEX,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bishobr01,2019,1,SEA,AL,27,56,3,6,0,0,0,4,0,0,3,21,0,0,1,0,0 +blachty01,2019,1,SFN,NL,2,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +blachty01,2019,2,BAL,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +blackch02,2019,1,COL,NL,140,580,112,182,42,7,32,86,2,5,40,104,1,9,0,5,11 +blackpa01,2019,1,OAK,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +blackra01,2019,1,SFN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +blackra01,2019,2,MIL,NL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +blandal01,2019,1,CIN,NL,23,36,6,9,1,0,1,3,0,0,10,14,0,2,0,2,1 +blazemi01,2019,1,WAS,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bleieri01,2019,1,BAL,AL,53,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +blevije01,2019,1,ATL,NL,45,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bogaexa01,2019,1,BOS,AL,155,614,110,190,52,0,33,117,4,2,76,122,2,2,0,6,11 +bolanro01,2019,1,SDN,NL,5,5,1,0,0,0,0,1,0,0,0,4,0,0,0,0,0 +boltsk01,2019,1,OAK,AL,5,10,1,1,1,0,0,0,0,0,1,3,0,0,0,0,0 +bonifjo01,2019,1,KCA,AL,5,20,3,7,3,0,0,3,0,0,1,7,0,0,0,0,0 +borucry01,2019,1,TOR,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +boshebu01,2019,1,TOR,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +boteda01,2019,1,CHN,NL,127,303,47,78,17,0,11,41,5,1,44,93,4,7,0,2,11 +bourjpe01,2019,1,LAA,AL,26,44,4,4,1,0,0,2,2,0,1,15,0,0,0,1,1 +bourju01,2019,1,LAA,AL,52,151,18,26,5,0,8,26,0,0,17,52,0,1,0,1,7 +bourqja01,2019,1,WAS,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bowmama01,2019,1,CIN,NL,27,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +boxbebr01,2019,1,KCA,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +boydma01,2019,1,DET,AL,32,2,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +brachbr01,2019,1,CHN,NL,43,4,0,1,0,0,0,1,0,0,0,1,0,0,1,0,0 +brachbr01,2019,2,NYN,NL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bradfch02,2019,1,SEA,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bradlar01,2019,1,ARI,NL,66,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +bradlbo01,2019,1,CLE,AL,15,45,4,8,5,0,1,4,0,0,4,20,0,0,0,0,2 +bradlja02,2019,1,BOS,AL,147,494,69,111,28,3,21,62,8,6,56,155,3,12,3,2,6 +brantmi02,2019,1,HOU,AL,148,575,88,179,40,2,22,90,3,2,51,66,3,7,0,4,21 +brantro01,2019,1,PHI,NL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +brasiry01,2019,1,BOS,AL,62,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +braulst01,2019,1,PIT,NL,34,42,8,14,1,0,1,2,0,0,1,8,0,0,7,0,1 +braunry02,2019,1,MIL,NL,144,459,70,131,31,2,22,75,11,1,34,105,1,8,0,3,15 +brebbjo01,2019,1,SLN,NL,66,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +bregmal01,2019,1,HOU,AL,156,554,122,164,37,2,41,112,5,1,119,83,2,9,0,8,9 +brennbr01,2019,1,SEA,AL,44,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +breweco01,2019,1,BOS,AL,58,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +briceau01,2019,1,MIA,NL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brighje01,2019,1,MIA,NL,32,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +brinsle01,2019,1,MIA,NL,75,226,15,39,9,1,0,15,1,1,13,74,1,6,2,1,8 +britoso01,2019,1,TOR,AL,17,39,5,3,0,1,0,2,0,0,4,17,0,0,0,0,2 +brittza01,2019,1,NYA,AL,66,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brookaa01,2019,1,OAK,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brookaa01,2019,2,BAL,AL,14,3,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +brossmi01,2019,1,TBA,AL,51,132,17,36,7,0,6,16,1,0,7,39,0,2,1,0,3 +brownse01,2019,1,OAK,AL,26,75,11,22,8,2,0,13,1,0,7,23,0,1,0,0,2 +broxtke01,2019,1,NYN,NL,34,49,5,7,1,0,0,2,4,1,4,22,0,0,0,0,1 +broxtke01,2019,2,BAL,AL,37,103,14,21,3,0,4,9,4,1,8,49,0,0,1,0,4 +broxtke01,2019,3,SEA,AL,29,52,5,6,0,0,2,5,2,4,8,33,0,1,0,2,0 +bruceja01,2019,1,SEA,AL,47,165,27,35,11,0,14,28,1,0,16,53,0,1,0,2,1 +bruceja01,2019,2,PHI,NL,51,145,16,32,6,0,12,31,0,0,3,29,0,0,0,1,4 +bryankr01,2019,1,CHN,NL,147,543,108,153,35,1,31,77,4,0,74,145,1,15,0,2,10 +buchhcl01,2019,1,TOR,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +buchtry01,2019,1,OAK,AL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +buehlwa01,2019,1,LAN,NL,30,59,5,5,0,0,1,2,0,0,4,33,0,0,3,0,0 +bumgama01,2019,1,SFN,NL,37,63,4,8,0,0,2,4,0,0,9,40,0,0,4,0,0 +bummeaa01,2019,1,CHA,AL,58,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bundydy01,2019,1,BAL,AL,30,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +burdini01,2019,1,PIT,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +burkebr01,2019,1,TEX,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +burneco01,2019,1,MIL,NL,32,7,0,2,0,0,0,0,0,0,0,2,0,0,1,0,0 +burrry01,2019,1,CHA,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +buterdr01,2019,1,COL,NL,16,43,6,7,3,0,0,3,0,0,4,14,0,0,1,1,2 +buttrty01,2019,1,LAA,AL,72,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +buxtoby01,2019,1,MIN,AL,87,271,48,71,30,4,10,46,14,3,19,68,1,2,2,1,3 +cabreas01,2019,1,TEX,AL,93,323,45,76,15,0,12,51,4,0,38,85,1,3,0,4,6 +cabreas01,2019,2,WAS,NL,38,124,24,40,10,1,6,40,0,0,19,18,1,0,0,3,3 +cabrege01,2019,1,SLN,NL,13,4,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +cabreme01,2019,1,PIT,NL,133,378,43,106,22,1,7,47,2,0,17,41,3,1,1,0,14 +cabremi01,2019,1,DET,AL,136,493,41,139,21,0,12,59,0,0,48,108,4,3,0,5,18 +cahiltr01,2019,1,LAA,AL,38,3,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +cainlo01,2019,1,MIL,NL,148,562,75,146,30,0,11,48,18,8,50,106,0,6,0,4,14 +calhoko01,2019,1,LAA,AL,152,552,92,128,29,1,33,74,4,1,70,162,7,7,0,2,14 +calhowi01,2019,1,TEX,AL,83,309,51,83,14,1,21,48,0,0,23,53,0,3,0,2,5 +camarjo01,2019,1,ATL,NL,98,232,31,54,12,1,7,32,1,0,15,43,2,0,1,0,5 +candeje01,2019,1,DET,AL,94,335,33,68,17,2,8,32,3,1,43,99,1,7,0,1,3 +canhama01,2019,1,OAK,AL,126,410,80,112,16,3,26,58,3,2,67,107,1,18,0,2,10 +cannigr01,2019,1,LAA,AL,18,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +canoro01,2019,1,NYN,NL,107,390,46,100,28,0,13,39,0,0,25,69,3,5,0,3,16 +carasma01,2019,1,SEA,AL,11,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +caratvi01,2019,1,CHN,NL,95,244,31,65,11,0,11,34,1,0,29,59,0,3,0,3,6 +carlesh01,2019,1,ATL,NL,6,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +carpeda01,2019,1,TEX,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +carpema01,2019,1,SLN,NL,129,416,59,94,20,2,15,46,6,1,63,129,0,7,1,5,3 +carpery01,2019,1,DET,AL,9,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +carraca01,2019,1,CLE,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +casalcu01,2019,1,CIN,NL,84,207,24,52,9,0,8,32,0,0,25,59,1,1,0,3,1 +cashnan01,2019,1,BAL,AL,17,3,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cashnan01,2019,2,BOS,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +casteni01,2019,1,DET,AL,100,403,57,110,37,3,11,37,2,1,31,96,1,3,0,2,7 +casteni01,2019,2,CHN,NL,51,212,43,68,21,0,16,36,0,1,10,47,0,2,0,1,5 +castidi01,2019,1,TBA,AL,65,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +castijo03,2019,1,SDN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +castilu02,2019,1,CIN,NL,32,62,3,6,1,0,0,0,0,0,0,32,0,0,4,0,1 +castiwe01,2019,1,CHA,AL,72,230,19,48,12,0,12,41,0,0,16,74,0,3,0,2,8 +castiwi01,2019,1,MIA,NL,2,7,0,1,1,0,0,2,0,0,0,3,0,0,0,0,0 +castrha01,2019,1,DET,AL,97,354,30,103,10,4,5,38,4,2,9,86,0,0,2,4,6 +castrja01,2019,1,MIN,AL,79,237,39,55,9,0,13,30,0,0,33,88,0,3,1,1,0 +castrmi01,2019,1,BAL,AL,65,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +castrst01,2019,1,MIA,NL,162,636,68,172,31,4,22,86,2,2,28,111,2,3,0,9,23 +castrwi01,2019,1,DET,AL,30,100,10,23,6,1,1,8,0,1,6,34,0,2,1,1,4 +caveja01,2019,1,MIN,AL,72,198,28,51,11,2,8,25,0,0,21,71,0,8,0,1,5 +ceasedy01,2019,1,CHA,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cedenxa01,2019,1,CHN,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +centeju01,2019,1,BOS,AL,7,15,0,2,0,0,0,2,1,0,2,2,0,1,0,0,0 +cervefr01,2019,1,PIT,NL,34,109,11,21,3,0,1,5,1,0,9,31,0,4,1,0,4 +cervefr01,2019,2,ATL,NL,14,32,4,9,5,1,2,7,0,0,4,10,0,1,0,0,3 +cessalu01,2019,1,NYA,AL,43,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +chacijh01,2019,1,MIL,NL,19,24,2,3,0,0,1,1,0,0,1,10,0,0,0,0,0 +chacijh01,2019,2,BOS,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chafian01,2019,1,ARI,NL,77,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +changyu01,2019,1,CLE,AL,28,73,8,13,2,1,1,6,0,0,11,22,0,0,0,0,4 +chapmar01,2019,1,NYA,AL,60,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chapmma01,2019,1,OAK,AL,156,583,102,145,36,3,36,91,1,1,73,147,0,11,0,3,12 +chargjt01,2019,1,LAN,NL,21,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +chatwty01,2019,1,CHN,NL,41,18,1,3,2,0,0,1,0,0,1,6,0,0,2,0,0 +chaveje01,2019,1,TEX,AL,48,2,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +chavimi01,2019,1,BOS,AL,95,347,46,88,10,1,18,58,2,1,31,127,2,4,0,0,11 +chenwe02,2019,1,MIA,NL,45,5,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +chiriro01,2019,1,HOU,AL,114,366,57,87,22,1,17,58,1,2,51,125,1,13,2,5,11 +chiriyo01,2019,1,TBA,AL,26,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +choiji01,2019,1,TBA,AL,127,410,54,107,20,2,19,63,2,3,64,108,2,6,0,7,7 +choosh01,2019,1,TEX,AL,151,563,93,149,31,2,24,61,15,1,78,165,3,18,0,1,6 +cimbead01,2019,1,CLE,AL,68,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cishest01,2019,1,CHN,NL,70,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cisnejo01,2019,1,DET,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ciuffni01,2019,1,TBA,AL,3,6,0,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +civalaa01,2019,1,CLE,AL,10,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +clarkta01,2019,1,ARI,NL,23,24,2,6,0,0,1,2,0,0,0,10,0,0,1,0,0 +claseem01,2019,1,TEX,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +claudal01,2019,1,MIL,NL,83,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clevimi01,2019,1,CLE,AL,21,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +clippty01,2019,1,CLE,AL,53,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cobbal01,2019,1,BAL,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +coleaj01,2019,1,CLE,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +colege01,2019,1,HOU,AL,33,7,0,0,0,0,0,0,0,0,0,5,0,0,0,0,1 +coleta01,2019,1,LAA,AL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +colliti01,2019,1,CHN,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +colliza01,2019,1,CHA,AL,27,86,10,16,3,1,3,12,0,0,14,39,1,1,0,0,1 +colomal01,2019,1,CHA,AL,62,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +colonch01,2019,1,CIN,NL,8,6,1,3,0,0,0,1,0,0,0,0,0,2,0,0,0 +confomi01,2019,1,NYN,NL,151,549,90,141,29,1,33,92,7,2,84,149,5,10,0,5,11 +conlead01,2019,1,MIA,NL,60,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +contrwi01,2019,1,CHN,NL,105,360,57,98,18,2,24,64,1,2,38,102,2,9,0,2,4 +coonrsa01,2019,1,SFN,NL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +coopega03,2019,1,MIA,NL,107,381,52,107,16,1,15,50,0,0,33,110,0,5,0,2,10 +corbipa01,2019,1,WAS,NL,33,65,3,6,1,0,0,4,0,0,3,27,0,0,4,0,0 +cordefr02,2019,1,SDN,NL,9,15,2,5,1,0,0,1,1,0,4,7,0,0,0,1,0 +cordeji01,2019,1,TOR,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cordeji01,2019,2,CHA,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +cordery01,2019,1,CHA,AL,97,217,22,48,8,0,7,24,3,1,19,69,0,3,6,2,2 +correca01,2019,1,HOU,AL,75,280,42,78,16,1,21,59,1,0,35,75,0,2,0,4,8 +cortene01,2019,1,NYA,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +courtry01,2019,1,SEA,AL,12,24,1,5,1,0,1,5,0,0,1,11,0,0,0,0,0 +coveydy01,2019,1,CHA,AL,18,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +cowarka01,2019,1,LAA,AL,9,25,1,4,3,0,0,1,1,0,1,7,0,0,0,0,2 +cozarza01,2019,1,LAA,AL,38,97,4,12,2,0,0,7,0,0,5,16,0,2,0,3,2 +cozendy01,2019,1,PHI,NL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +crawfbr01,2019,1,SFN,NL,147,500,58,114,24,2,11,59,3,2,53,117,5,3,0,4,10 +crawfjp01,2019,1,SEA,AL,93,345,43,78,21,4,7,46,5,3,43,83,0,2,3,3,4 +crichst01,2019,1,ARI,NL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +crickky01,2019,1,PIT,NL,52,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +croncj01,2019,1,MIN,AL,125,458,51,116,24,0,25,78,0,0,29,107,3,10,0,2,13 +cronke01,2019,1,ARI,NL,39,71,12,15,4,0,6,16,0,1,4,28,0,2,0,1,2 +cruzne02,2019,1,MIN,AL,120,454,81,141,26,0,41,108,0,1,56,131,8,7,0,3,14 +cuetojo01,2019,1,SFN,NL,4,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +cuevano01,2019,1,COL,NL,1,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +culbech01,2019,1,ATL,NL,108,135,14,35,5,2,5,20,0,1,6,44,0,1,1,1,5 +curtijo02,2019,1,LAA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cuthbch01,2019,1,KCA,AL,87,309,24,76,14,0,9,40,1,0,19,67,1,2,0,0,14 +dahlda01,2019,1,COL,NL,100,374,67,113,28,5,15,61,4,4,28,110,0,4,2,5,3 +darnatr01,2019,1,NYN,NL,10,23,2,2,0,0,0,2,0,0,2,5,0,0,0,0,1 +darnatr01,2019,2,LAN,NL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +darnatr01,2019,3,TBA,AL,92,327,50,86,16,0,16,67,0,1,30,80,0,2,0,6,3 +darviyu01,2019,1,CHN,NL,31,56,1,5,0,0,0,3,0,0,2,31,0,0,3,1,1 +davieza01,2019,1,MIL,NL,35,52,3,8,2,0,0,3,0,0,1,25,0,0,2,0,1 +davisau01,2019,1,PHI,NL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +davisch02,2019,1,BAL,AL,105,307,26,55,9,0,12,36,0,0,39,139,1,3,0,3,6 +davisja03,2019,1,SFN,NL,17,42,2,7,0,0,1,3,1,2,3,11,0,2,0,0,1 +davisjd01,2019,1,NYN,NL,140,410,65,126,22,1,22,57,3,0,38,97,2,3,0,2,14 +davisjo05,2019,1,TOR,AL,37,83,8,15,1,0,2,6,3,1,5,24,0,5,1,1,1 +davisjo06,2019,1,TBA,AL,8,4,5,1,0,1,0,0,0,0,0,2,0,0,0,0,0 +daviskh01,2019,1,OAK,AL,133,481,61,106,11,0,23,73,0,0,47,146,3,3,0,2,11 +davisra01,2019,1,NYN,NL,29,25,4,5,2,0,1,8,0,1,1,5,0,0,0,0,0 +davisro03,2019,1,PIT,NL,5,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +davista01,2019,1,CHN,NL,7,18,2,3,0,0,1,4,0,0,2,4,0,0,0,0,0 +daviswa01,2019,1,COL,NL,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +daytogr01,2019,1,ATL,NL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dazayo01,2019,1,COL,NL,44,97,7,20,1,1,0,3,1,0,7,21,0,0,0,1,2 +deanau01,2019,1,MIA,NL,64,178,17,40,14,0,6,21,0,2,9,47,1,0,1,1,5 +degroja01,2019,1,NYN,NL,33,65,4,13,2,0,2,6,0,0,4,19,0,0,1,0,0 +dejonch01,2019,1,MIN,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dejonpa01,2019,1,SLN,NL,159,583,97,136,31,1,30,78,9,5,62,149,1,13,0,6,15 +deleojo03,2019,1,TBA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +delmoni01,2019,1,CHA,AL,21,63,6,13,2,0,1,6,0,1,4,25,0,1,0,0,1 +delosen01,2019,1,PHI,NL,5,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +delpomi01,2019,1,LAA,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +demertr01,2019,1,DET,AL,48,169,24,38,7,2,3,10,3,0,14,63,0,1,1,1,3 +descada01,2019,1,CHN,NL,82,168,20,29,5,1,2,15,2,1,23,57,0,0,1,1,3 +desclan01,2019,1,CIN,NL,31,55,0,6,0,0,0,1,0,0,0,28,0,0,2,0,0 +deshide02,2019,1,TEX,AL,118,357,42,89,15,4,4,32,24,6,38,100,0,3,8,2,8 +desmoia01,2019,1,COL,NL,140,443,64,113,31,4,20,65,3,3,34,119,1,2,1,2,12 +despaod01,2019,1,CHA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +detwiro01,2019,1,CHA,AL,18,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +devench02,2019,1,HOU,AL,61,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +deverra01,2019,1,BOS,AL,156,647,129,201,54,4,32,115,8,8,48,119,7,4,1,2,8 +diazal02,2019,1,HOU,AL,69,210,36,57,12,1,9,40,2,0,26,28,1,5,0,6,10 +diazed04,2019,1,NYN,NL,66,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +diazel01,2019,1,PIT,NL,101,303,31,73,14,0,2,28,0,0,23,56,0,2,1,3,11 +diazis01,2019,1,MIA,NL,49,179,17,31,5,2,5,23,0,3,19,59,0,2,0,1,2 +diazja01,2019,1,COL,NL,56,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +diazmi02,2019,1,SDN,NL,5,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +diazya01,2019,1,TBA,AL,79,307,53,82,20,1,14,38,2,2,35,61,1,1,0,4,9 +diazye01,2019,1,TOR,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dickeal01,2019,1,SDN,NL,12,19,1,3,0,0,0,2,0,0,0,7,0,0,0,0,0 +dickeal01,2019,2,SFN,NL,56,155,28,45,13,3,6,26,1,1,13,35,1,2,0,1,5 +dickeco01,2019,1,PIT,NL,44,127,20,40,18,0,4,25,1,0,13,23,4,0,0,2,3 +dickeco01,2019,2,PHI,NL,34,133,13,39,10,2,8,34,0,0,3,33,0,0,0,1,1 +diehlph01,2019,1,COL,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +diekmja01,2019,1,KCA,AL,48,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +diekmja01,2019,2,OAK,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dietrde01,2019,1,CIN,NL,113,251,41,47,8,2,19,43,1,1,28,74,2,25,0,1,2 +difowi01,2019,1,WAS,NL,43,131,15,33,2,0,2,8,0,1,12,29,3,0,1,0,2 +dinini01,2019,1,KCA,AL,20,56,11,11,3,0,2,6,0,0,4,18,0,2,1,1,1 +dixonbr01,2019,1,DET,AL,118,391,41,97,20,4,15,52,5,1,21,136,0,4,0,4,5 +dobnara01,2019,1,MIN,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dominse01,2019,1,PHI,NL,27,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +donaljo02,2019,1,ATL,NL,155,549,96,142,33,0,37,94,4,2,100,155,2,8,0,2,13 +doolise01,2019,1,WAS,NL,63,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,1 +dowdyky01,2019,1,TEX,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +doziebr01,2019,1,WAS,NL,135,416,54,99,20,0,20,50,3,4,61,105,2,4,0,1,11 +doziehu01,2019,1,KCA,AL,139,523,75,146,29,10,26,84,2,2,55,148,2,3,0,5,9 +drakeol01,2019,1,TBA,AL,50,1,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0 +drurybr01,2019,1,TOR,AL,120,418,43,91,21,1,15,41,0,1,25,113,0,1,0,3,6 +dubonma01,2019,1,MIL,NL,2,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +dubonma01,2019,2,SFN,NL,28,104,12,29,5,0,4,9,3,1,5,19,0,0,0,0,3 +dudalu01,2019,1,KCA,AL,39,105,7,18,4,0,4,15,0,0,11,32,1,1,0,2,3 +duffety01,2019,1,MIN,AL,58,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +duffyda01,2019,1,KCA,AL,23,4,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +duffyma01,2019,1,TBA,AL,46,147,12,37,8,0,1,12,0,1,19,29,0,2,0,1,4 +duggast01,2019,1,SFN,NL,73,261,26,61,12,2,4,28,1,4,16,78,0,1,0,3,1 +duggero01,2019,1,MIA,NL,7,11,0,0,0,0,0,0,0,0,0,6,0,0,0,0,0 +dukeza01,2019,1,CIN,NL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dullry01,2019,1,OAK,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dullry01,2019,2,NYA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dullry01,2019,3,TOR,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dunnju01,2019,1,SEA,AL,4,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +dunnmi01,2019,1,COL,NL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +duplajo01,2019,1,ARI,NL,15,8,1,1,0,0,0,0,0,0,0,5,0,0,0,0,0 +durapmo01,2019,1,PIT,NL,14,4,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +duvalad01,2019,1,ATL,NL,41,120,17,32,4,1,10,19,0,0,7,39,0,2,0,1,0 +dysonja01,2019,1,ARI,NL,130,400,65,92,11,2,7,27,30,4,47,86,0,2,1,2,1 +dysonsa01,2019,1,SFN,NL,49,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dysonsa01,2019,2,MIN,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +eadesry01,2019,1,MIN,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +eadesry01,2019,2,BAL,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +eatonad02,2019,1,WAS,NL,151,566,103,158,25,7,15,49,15,3,65,106,0,13,9,3,8 +edmanto01,2019,1,SLN,NL,92,326,59,99,17,7,11,36,15,1,16,61,0,7,0,0,3 +edwarca01,2019,1,CHN,NL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +edwarca01,2019,2,SDN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +edwarjo02,2019,1,CLE,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +eflinza01,2019,1,PHI,NL,32,50,3,8,1,0,0,2,0,0,0,27,0,0,2,0,0 +eickhje01,2019,1,PHI,NL,12,14,0,0,0,0,0,0,0,0,1,7,0,0,4,0,0 +eliasro01,2019,1,SEA,AL,44,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +eliasro01,2019,2,WAS,NL,4,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ellisch01,2019,1,KCA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +elmorja01,2019,1,PIT,NL,20,47,3,10,1,0,0,4,0,1,2,8,0,0,0,0,0 +encared01,2019,1,SEA,AL,65,241,48,58,7,0,21,49,0,1,41,55,0,4,0,3,3 +encared01,2019,2,NYA,AL,44,177,33,44,11,0,13,37,0,0,17,48,1,3,0,0,1 +engelad01,2019,1,CHA,AL,89,227,26,55,10,2,6,26,3,3,14,78,0,6,1,0,5 +eovalna01,2019,1,BOS,AL,23,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +erlinro01,2019,1,SDN,NL,37,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1 +ervinph01,2019,1,CIN,NL,94,236,30,64,11,7,7,23,4,3,18,63,0,4,0,2,4 +escobed01,2019,1,ARI,NL,158,636,94,171,29,10,35,118,5,1,50,130,3,3,0,10,8 +escoblu01,2019,1,PIT,NL,4,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +eshelto01,2019,1,BAL,AL,10,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +estevca01,2019,1,COL,NL,71,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +estrama01,2019,1,OAK,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +estrath01,2019,1,NYA,AL,35,64,12,16,3,0,3,12,4,0,3,15,0,1,1,0,1 +fairbpe01,2019,1,TEX,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fairbpe01,2019,2,TBA,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +familje01,2019,1,NYN,NL,66,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fariaja01,2019,1,TBA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fariaja01,2019,2,MIL,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +farmebu01,2019,1,DET,AL,73,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +farmeky01,2019,1,CIN,NL,97,183,22,42,6,0,9,27,4,1,10,59,1,3,0,1,1 +farrelu01,2019,1,TEX,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +feddeer01,2019,1,WAS,NL,21,15,1,2,0,0,0,0,0,0,0,6,0,0,5,0,0 +federti01,2019,1,TEX,AL,29,75,6,12,2,0,4,7,1,0,5,31,0,0,3,0,1 +feierry01,2019,1,TOR,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +felizmi01,2019,1,PIT,NL,58,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ferguca01,2019,1,LAN,NL,46,2,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0 +fernajo04,2019,1,DET,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fernaju01,2019,1,SLN,NL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +festama01,2019,1,SEA,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fiersmi01,2019,1,OAK,AL,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fillmhe01,2019,1,KCA,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fishede01,2019,1,HOU,AL,17,53,9,12,2,1,1,5,4,1,7,14,0,0,0,0,0 +fishede01,2019,2,TOR,AL,40,93,14,15,2,0,6,12,1,0,14,43,0,0,0,0,3 +flaheja01,2019,1,SLN,NL,38,54,4,10,3,0,0,4,1,1,2,17,0,0,9,1,0 +flahery01,2019,1,CLE,AL,14,21,4,3,2,0,0,1,0,0,0,7,0,0,1,0,1 +fletcda02,2019,1,LAA,AL,154,596,83,173,30,4,6,49,8,3,55,64,2,0,1,1,8 +flexech01,2019,1,NYN,NL,9,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +florewi01,2019,1,ARI,NL,89,265,31,84,18,0,9,37,0,0,15,31,0,4,0,1,9 +florody01,2019,1,LAN,NL,50,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +flowety01,2019,1,ATL,NL,85,271,36,62,11,3,11,34,0,0,31,105,3,6,0,2,8 +flynnbr01,2019,1,KCA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +foltymi01,2019,1,ATL,NL,21,35,1,2,0,0,0,1,0,0,0,19,0,0,3,0,1 +fontwi01,2019,1,TBA,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fontwi01,2019,2,NYN,NL,15,3,0,1,0,0,0,0,0,0,0,2,0,0,1,0,0 +fontwi01,2019,3,TOR,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fordmi01,2019,1,NYA,AL,50,143,30,37,7,0,12,25,0,0,17,28,2,3,0,0,0 +forsylo01,2019,1,TEX,AL,101,317,38,72,17,1,7,39,2,0,44,100,0,3,0,2,8 +fowlede01,2019,1,SLN,NL,150,487,69,116,24,1,19,67,8,5,74,142,1,8,1,4,6 +fraleja01,2019,1,SEA,AL,12,40,3,6,2,0,0,1,0,0,0,14,0,1,0,0,0 +francen01,2019,1,SFN,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +francma02,2019,1,PHI,NL,123,389,48,91,17,0,17,56,0,0,36,61,19,0,0,3,14 +francty01,2019,1,SDN,NL,69,184,20,43,8,1,7,24,0,2,9,49,0,7,0,1,8 +frareca01,2019,1,CHA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fraziad01,2019,1,PIT,NL,152,554,80,154,33,7,10,50,5,5,40,75,4,9,4,1,6 +frazicl01,2019,1,NYA,AL,69,225,31,60,14,0,12,38,1,2,16,70,1,2,0,3,2 +frazito01,2019,1,NYN,NL,133,447,63,112,19,2,21,67,1,2,40,106,1,12,0,0,9 +freelky01,2019,1,COL,NL,22,23,1,2,0,0,0,0,0,0,3,15,0,0,5,0,1 +freemfr01,2019,1,ATL,NL,158,597,113,176,34,2,38,121,6,3,87,127,11,6,0,2,17 +freemmi01,2019,1,CLE,AL,75,177,27,49,8,0,4,24,1,2,22,61,0,4,6,4,2 +freemsa01,2019,1,LAA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +freesda01,2019,1,LAN,NL,79,162,35,51,13,0,11,29,0,0,23,44,0,1,0,0,7 +freitda01,2019,1,SEA,AL,1,2,1,0,0,0,0,1,0,0,1,0,0,0,0,1,0 +freitda01,2019,2,MIL,NL,16,13,1,1,0,0,0,0,0,0,3,5,0,0,0,0,1 +friedma01,2019,1,ATL,NL,40,56,11,11,4,0,0,4,0,0,5,16,0,0,4,0,0 +fryja01,2019,1,CHA,AL,68,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +frypa01,2019,1,BAL,AL,66,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fuentjo01,2019,1,COL,NL,24,55,8,12,1,0,3,7,1,0,1,20,0,0,0,0,0 +fulmeca01,2019,1,CHA,AL,20,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gagnodr01,2019,1,NYN,NL,18,3,0,1,0,0,0,0,0,0,0,0,0,0,1,0,1 +galero01,2019,1,LAN,NL,5,15,1,2,0,0,0,0,0,0,0,7,0,0,0,0,1 +gallaca01,2019,1,KCA,AL,45,126,14,30,7,0,3,12,0,1,11,28,0,3,1,1,3 +gallegi01,2019,1,SLN,NL,66,2,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +galleza01,2019,1,MIA,NL,7,10,1,1,0,0,0,0,0,0,0,5,0,0,1,0,0 +galleza01,2019,2,ARI,NL,8,9,1,1,0,0,0,1,0,0,0,3,0,0,4,0,0 +gallois01,2019,1,MIA,NL,19,54,6,9,1,0,0,1,2,0,0,17,0,0,0,0,0 +gallojo01,2019,1,TEX,AL,70,241,54,61,15,1,22,49,4,2,52,114,4,2,1,1,0 +galvifr01,2019,1,TOR,AL,115,450,55,120,24,1,18,54,4,1,21,112,1,0,1,1,11 +galvifr01,2019,2,CIN,NL,32,107,12,25,4,0,5,16,0,1,7,33,0,1,0,1,3 +gamelbe01,2019,1,MIL,NL,134,311,47,77,18,0,7,33,2,2,40,104,2,3,0,2,0 +gantjo01,2019,1,SLN,NL,64,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +garciar01,2019,1,SFN,NL,18,42,5,6,1,0,2,5,0,0,4,21,1,0,0,0,1 +garciav01,2019,1,TBA,AL,125,489,61,138,25,2,20,72,10,4,31,125,2,7,0,3,15 +garcibr01,2019,1,DET,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +garcied01,2019,1,PHI,NL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +garcigr01,2019,1,SDN,NL,134,311,52,77,13,4,4,31,0,2,53,83,1,5,1,2,4 +garcija04,2019,1,MIA,NL,53,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +garcile02,2019,1,CHA,AL,140,577,93,161,27,3,8,40,15,5,21,139,0,6,11,3,6 +garcilu03,2019,1,LAA,AL,64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +garciri01,2019,1,COL,NL,2,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +garciro02,2019,1,CHN,NL,31,72,8,15,2,2,5,11,0,0,7,35,0,0,0,1,2 +garciyi01,2019,1,LAN,NL,64,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1 +gardnbr01,2019,1,NYA,AL,141,491,86,123,26,7,28,74,10,2,52,108,0,4,0,3,6 +garliky01,2019,1,LAN,NL,30,48,8,12,4,0,3,6,0,0,5,19,1,0,0,0,0 +garnedu01,2019,1,LAA,AL,28,69,11,16,3,0,2,7,0,0,8,18,0,4,0,0,1 +garnedu01,2019,2,OAK,AL,7,17,3,5,2,0,1,7,0,0,2,4,0,0,0,0,0 +garream01,2019,1,CIN,NL,69,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +garrere01,2019,1,DET,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gartory01,2019,1,SEA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +garvemi01,2019,1,MIN,AL,93,311,70,85,16,1,31,67,0,0,41,87,0,5,0,2,5 +gausmke01,2019,1,ATL,NL,16,27,1,1,0,0,0,0,0,0,0,18,0,0,0,0,1 +gausmke01,2019,2,CIN,NL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gavigsa01,2019,1,TOR,AL,52,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gearrco01,2019,1,SEA,AL,48,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gearrco01,2019,2,NYA,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gennesc01,2019,1,CIN,NL,21,69,4,15,3,0,0,5,0,0,1,20,0,1,0,1,0 +gennesc01,2019,2,SFN,NL,21,64,11,15,4,0,2,6,0,0,1,21,0,1,0,1,1 +gerbemi01,2019,1,SFN,NL,12,24,0,1,1,0,0,0,0,0,2,15,0,0,0,0,0 +germado01,2019,1,NYA,AL,27,8,0,0,0,0,0,0,0,0,0,7,0,0,0,0,1 +gibauia01,2019,1,TBA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gibauia01,2019,2,TEX,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gibsoky01,2019,1,MIN,AL,34,1,0,0,0,0,0,0,0,0,1,1,0,0,2,0,0 +gileske01,2019,1,TOR,AL,53,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gilmase01,2019,1,BAL,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ginkeke01,2019,1,ARI,NL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +giolilu01,2019,1,CHA,AL,29,4,0,1,0,0,0,2,0,0,0,3,0,0,0,0,0 +givenmy01,2019,1,BAL,AL,58,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +glasnty01,2019,1,TBA,AL,12,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +godleza01,2019,1,ARI,NL,27,18,3,3,0,0,0,2,0,0,3,9,0,0,1,0,0 +godleza01,2019,2,TOR,AL,6,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +goinsry01,2019,1,CHA,AL,52,144,13,36,6,1,2,10,0,1,17,44,1,1,1,0,7 +goldspa01,2019,1,SLN,NL,161,597,97,155,25,1,34,97,3,1,78,166,2,2,0,3,11 +gomesya01,2019,1,WAS,NL,97,314,36,70,16,0,12,43,2,0,38,84,6,5,0,1,7 +gomezca01,2019,1,NYN,NL,34,86,10,17,3,0,3,10,4,1,7,30,0,3,2,1,3 +gomezje01,2019,1,TEX,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gonsoto01,2019,1,LAN,NL,11,13,2,4,0,0,0,1,0,0,0,4,0,0,1,0,0 +gonzaca01,2019,1,CLE,AL,30,105,13,22,1,0,2,7,0,1,10,33,0,1,0,1,2 +gonzaca01,2019,2,CHN,NL,15,40,8,7,2,0,1,3,0,2,8,19,1,0,0,1,1 +gonzach01,2019,1,COL,NL,14,24,0,1,0,0,0,2,0,0,0,15,0,0,0,0,0 +gonzaer01,2019,1,PIT,NL,53,142,15,36,4,1,1,6,4,1,9,37,3,1,3,1,5 +gonzagi01,2019,1,MIL,NL,19,25,1,1,0,0,0,0,0,0,1,17,0,0,2,0,0 +gonzama01,2019,1,MIN,AL,114,425,52,112,19,0,15,55,1,0,31,98,2,6,0,1,7 +gonzama02,2019,1,SEA,AL,34,5,1,1,1,0,0,0,0,0,0,4,0,0,1,0,0 +goodrni01,2019,1,DET,AL,112,423,61,105,27,5,12,45,12,3,46,138,1,1,0,2,7 +goodwbr01,2019,1,LAA,AL,136,413,65,108,29,3,17,47,7,3,38,129,2,3,1,3,3 +goodyni01,2019,1,CLE,AL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gordoal01,2019,1,KCA,AL,150,556,77,148,31,1,13,76,5,3,51,100,4,19,1,6,13 +gordode01,2019,1,SEA,AL,117,393,36,108,12,6,3,34,22,5,18,61,1,1,3,6,8 +gorete01,2019,1,KCA,AL,37,51,13,14,2,1,0,1,13,5,6,18,0,1,0,0,0 +gosseph01,2019,1,PHI,NL,44,65,5,17,3,0,0,7,0,0,3,16,0,0,0,0,1 +gotttr01,2019,1,SFN,NL,50,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gourryu01,2019,1,HOU,AL,144,564,85,168,40,2,31,104,5,3,37,65,2,5,0,6,12 +gracema02,2019,1,WAS,NL,51,3,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +grandcu01,2019,1,MIA,NL,138,317,44,58,17,1,12,34,0,3,41,98,1,3,0,2,3 +grandya01,2019,1,MIL,NL,153,513,79,126,26,2,28,77,5,1,109,139,2,5,0,5,16 +gratebr01,2019,1,MIN,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grateju01,2019,1,CIN,NL,6,18,1,4,0,0,0,1,0,0,0,4,0,0,0,0,0 +grayjo02,2019,1,COL,NL,27,47,1,3,0,0,0,1,0,0,3,22,0,0,9,0,2 +grayso01,2019,1,CIN,NL,34,46,3,7,0,1,0,3,0,0,2,19,0,0,12,0,0 +greench03,2019,1,NYA,AL,54,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +greensh02,2019,1,DET,AL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +greensh02,2019,2,ATL,NL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +greenza01,2019,1,SFN,NL,8,14,1,2,1,0,0,1,0,0,2,6,0,0,0,0,2 +gregelu01,2019,1,SLN,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gregodi01,2019,1,NYA,AL,82,324,47,77,14,2,16,61,2,1,17,53,1,1,0,2,5 +greingr01,2019,1,DET,AL,58,208,18,42,5,1,5,19,0,0,13,70,0,1,1,1,5 +greinza01,2019,1,ARI,NL,26,48,7,13,4,1,3,8,1,0,2,11,0,0,4,0,2 +greinza01,2019,2,HOU,AL,10,2,0,1,0,0,0,0,0,1,0,1,0,0,0,0,0 +grichra01,2019,1,TOR,AL,151,586,75,136,29,5,31,80,2,1,35,163,0,5,0,2,20 +grishtr01,2019,1,MIL,NL,51,156,24,36,6,2,6,24,1,0,20,48,0,4,0,3,3 +grossro01,2019,1,OAK,AL,138,420,57,101,21,3,6,38,9,4,59,86,2,1,0,2,7 +grotzza01,2019,1,SEA,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grullde01,2019,1,PHI,NL,4,9,0,1,1,0,0,1,0,0,0,2,0,0,0,0,1 +gsellro01,2019,1,NYN,NL,52,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +guduare01,2019,1,HOU,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guerrde01,2019,1,MIL,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guerrja01,2019,1,TOR,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guerrja01,2019,2,WAS,NL,40,3,0,0,0,0,0,0,0,0,0,2,0,0,2,0,0 +guerrja02,2019,1,SDN,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guerrju02,2019,1,MIL,NL,72,3,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +guerrta01,2019,1,MIA,NL,52,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guerrta02,2019,1,TEX,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guerrvl02,2019,1,TOR,AL,123,464,52,126,26,2,15,69,0,1,46,91,0,2,0,2,17 +guilbta01,2019,1,SEA,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guilllu01,2019,1,NYN,NL,45,61,8,15,4,0,1,3,0,0,7,14,0,0,2,0,2 +gurrilo01,2019,1,TOR,AL,84,314,52,87,19,2,20,50,6,4,20,86,0,5,1,3,4 +gustaja01,2019,1,SFN,NL,23,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +gutieke01,2019,1,KCA,AL,20,73,4,19,2,1,1,11,1,0,5,24,0,0,0,1,2 +guzmaro01,2019,1,TEX,AL,87,256,34,56,20,0,10,36,1,2,32,87,1,3,0,4,7 +gyorkje01,2019,1,SLN,NL,38,56,5,11,0,0,2,7,2,0,6,14,0,0,0,0,1 +gyorkje01,2019,2,LAN,NL,24,36,1,5,1,0,0,2,0,0,3,10,0,0,0,0,2 +haaseer01,2019,1,CLE,AL,10,16,1,1,0,0,1,3,0,0,1,8,0,0,0,0,0 +haderjo01,2019,1,MIL,NL,61,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +haggesa01,2019,1,NYN,NL,11,4,2,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +hahnje01,2019,1,KCA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +haleda02,2019,1,NYA,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hallma02,2019,1,DET,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hamelco01,2019,1,CHN,NL,27,42,1,6,1,0,0,4,0,0,1,15,0,1,1,1,2 +hamilbi02,2019,1,KCA,AL,93,275,32,58,12,2,0,12,18,5,25,74,0,0,3,2,1 +hamilbi02,2019,2,ATL,NL,26,41,9,11,2,0,0,3,4,1,7,13,1,0,0,0,0 +hammejd01,2019,1,PHI,NL,20,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hampsga01,2019,1,COL,NL,105,299,40,74,9,4,8,27,15,3,24,88,1,0,2,2,2 +handbr01,2019,1,CLE,AL,60,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hanigmi01,2019,1,SEA,AL,63,246,46,54,13,1,15,32,4,0,30,81,1,5,0,2,3 +hansoal01,2019,1,TOR,AL,18,43,5,7,0,0,0,4,1,0,3,17,1,1,0,1,0 +happia01,2019,1,CHN,NL,58,140,25,37,7,1,11,30,2,0,15,39,0,0,0,1,1 +happja01,2019,1,NYA,AL,32,3,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +hardybl01,2019,1,DET,AL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +harpebr03,2019,1,PHI,NL,157,573,98,149,36,1,35,114,15,3,99,178,11,6,0,4,10 +harpery01,2019,1,MIN,AL,61,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +harrijo05,2019,1,DET,AL,36,137,10,24,7,1,1,8,4,2,6,27,0,2,0,2,0 +harriwi02,2019,1,HOU,AL,68,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hartdo01,2019,1,MIL,NL,4,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hartdo01,2019,2,NYN,NL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +hartlge01,2019,1,PIT,NL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +harvehu01,2019,1,BAL,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +harvejo01,2019,1,NYA,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +harvejo01,2019,2,COL,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +harvema01,2019,1,LAA,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +haselad01,2019,1,PHI,NL,67,222,30,59,14,0,5,26,4,0,14,60,1,5,1,0,7 +haysau01,2019,1,BAL,AL,21,68,12,21,6,0,4,13,2,0,7,13,0,0,0,0,0 +healyry01,2019,1,SEA,AL,47,169,24,40,16,0,7,26,0,0,13,40,0,1,0,4,1 +heanean01,2019,1,LAA,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hearnta01,2019,1,TEX,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hechaad01,2019,1,NYN,NL,60,142,20,29,7,0,5,18,3,1,8,33,0,1,0,0,2 +hechaad01,2019,2,ATL,NL,24,61,14,20,5,1,4,15,0,0,6,15,0,2,0,1,1 +hedgeau01,2019,1,SDN,NL,102,312,28,55,9,0,11,36,1,0,27,109,3,5,2,1,3 +heinesc01,2019,1,TEX,AL,25,75,8,16,6,0,2,7,1,2,9,20,0,1,0,0,3 +heinety01,2019,1,MIA,NL,5,11,1,3,1,0,1,2,0,0,0,4,0,0,1,0,0 +hellebe01,2019,1,NYA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hellije01,2019,1,WAS,NL,9,9,3,1,0,0,0,0,0,0,2,4,0,0,2,0,0 +helslry01,2019,1,SLN,NL,24,3,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +hembrhe01,2019,1,BOS,AL,45,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hendrky01,2019,1,CHN,NL,31,54,1,8,1,0,0,5,0,0,2,29,0,1,7,0,1 +hendrli01,2019,1,OAK,AL,75,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +heredgu01,2019,1,TBA,AL,89,204,31,46,13,0,5,20,2,2,18,60,0,6,2,1,4 +hergeji01,2019,1,CIN,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hermomi01,2019,1,LAA,AL,18,36,7,5,1,1,0,3,2,0,5,19,0,4,0,1,1 +hernace02,2019,1,PHI,NL,161,612,77,171,31,3,14,71,9,2,45,100,4,6,0,4,9 +hernada01,2019,1,CIN,NL,47,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hernada02,2019,1,BOS,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hernael01,2019,1,MIA,NL,21,19,0,1,0,0,0,0,0,0,1,10,0,0,4,0,0 +hernaen02,2019,1,LAN,NL,130,414,57,98,19,1,17,64,4,0,36,97,3,6,0,4,9 +hernafe02,2019,1,SEA,AL,15,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +hernago01,2019,1,BOS,AL,20,49,5,7,1,2,0,2,1,0,5,14,0,0,2,1,0 +hernajo02,2019,1,TEX,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hernama02,2019,1,BOS,AL,61,148,18,37,7,0,2,11,1,2,3,42,0,3,1,0,1 +hernate01,2019,1,TOR,AL,125,417,58,96,19,2,26,65,6,3,45,153,1,1,0,1,8 +herreke01,2019,1,CHA,AL,57,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +herreod01,2019,1,PHI,NL,39,126,12,28,10,1,1,16,2,2,11,33,0,1,0,1,0 +herrero02,2019,1,MIA,NL,63,105,10,21,6,0,2,11,4,1,11,27,1,2,1,0,2 +herrmch01,2019,1,OAK,AL,30,84,9,17,3,0,1,8,0,0,9,29,0,0,1,0,4 +hessda01,2019,1,BAL,AL,23,3,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +heywaja01,2019,1,CHN,NL,147,513,78,129,20,4,21,62,8,3,68,110,5,5,0,3,12 +hicksaa01,2019,1,NYA,AL,59,221,41,52,10,0,12,36,1,2,31,72,0,0,0,3,2 +hicksjo02,2019,1,DET,AL,95,319,29,67,15,0,13,35,1,1,13,109,0,0,0,1,7 +hicksjo03,2019,1,SLN,NL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +higasky01,2019,1,NYA,AL,18,56,8,12,5,0,3,11,0,0,0,26,0,0,0,1,1 +hildetr01,2019,1,MIN,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hillisa01,2019,1,COL,NL,27,77,13,21,4,2,7,13,2,0,9,23,0,1,0,0,1 +hillri01,2019,1,LAN,NL,13,18,0,3,1,0,0,1,0,0,1,9,0,0,1,0,0 +hillti01,2019,1,KCA,AL,46,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hiranyo01,2019,1,ARI,NL,62,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hiurake01,2019,1,MIL,NL,84,314,51,95,23,2,19,49,9,3,25,107,1,8,0,1,6 +hoernni01,2019,1,CHN,NL,20,78,13,22,1,1,3,17,0,0,3,11,1,0,0,1,3 +hoffmje02,2019,1,COL,NL,18,21,2,5,0,0,0,1,0,0,0,9,0,0,3,0,0 +holadbr01,2019,1,MIA,NL,43,115,12,32,6,0,4,12,0,1,11,21,2,1,1,1,5 +holdejo02,2019,1,NYA,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hollade01,2019,1,SFN,NL,33,12,0,1,0,0,0,0,0,0,0,8,0,0,1,0,0 +hollade01,2019,2,CHN,NL,20,2,0,0,0,0,0,0,0,0,1,2,0,0,0,0,0 +hollagr01,2019,1,ARI,NL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +holmecl01,2019,1,PIT,NL,35,5,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +holtbr01,2019,1,BOS,AL,87,259,38,77,14,2,3,31,1,0,28,57,1,4,0,4,4 +hoskirh01,2019,1,PHI,NL,160,570,86,129,33,5,29,85,2,2,116,173,6,11,0,6,10 +hosmeer01,2019,1,SDN,NL,160,619,72,164,29,2,22,99,0,3,40,163,3,3,0,5,12 +housead01,2019,1,MIL,NL,35,22,0,1,1,0,0,0,0,0,2,17,0,0,3,0,0 +howarsa01,2019,1,COL,NL,20,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +hoytja01,2019,1,CLE,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +huangwe01,2019,1,TEX,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hudsoda01,2019,1,TOR,AL,45,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hudsoda01,2019,2,WAS,NL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hudsoda02,2019,1,SLN,NL,33,51,1,4,0,0,0,2,0,0,0,24,0,1,7,0,1 +hudsojo03,2019,1,SLN,NL,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +hugheja02,2019,1,CIN,NL,47,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +hugheja02,2019,2,PHI,NL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hultzda01,2019,1,CHN,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hundlni01,2019,1,OAK,AL,31,70,5,14,3,1,2,5,0,1,2,18,0,1,0,0,7 +hunteto02,2019,1,PHI,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +iannech01,2019,1,COL,NL,52,144,20,32,10,0,6,21,0,0,18,54,3,1,0,1,9 +iglesjo01,2019,1,CIN,NL,146,504,62,145,21,3,11,59,6,6,20,70,3,3,1,2,17 +iglesra01,2019,1,CIN,NL,68,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +inciaen01,2019,1,ATL,NL,65,199,30,49,11,2,5,24,7,1,26,41,2,4,0,1,1 +irvinco01,2019,1,PHI,NL,16,6,1,1,0,0,0,0,0,0,2,2,0,0,0,0,0 +jacksal02,2019,1,ATL,NL,4,13,0,0,0,0,0,0,0,0,1,5,1,1,0,0,1 +jacksdr01,2019,1,BAL,AL,3,3,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +jacksed01,2019,1,TOR,AL,8,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +jacksed01,2019,2,DET,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jacksja01,2019,1,MIL,NL,28,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +jackslu01,2019,1,ATL,NL,71,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jamesjo02,2019,1,HOU,AL,49,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jankotr01,2019,1,SDN,NL,25,22,4,4,0,0,0,0,2,2,2,4,0,0,0,0,0 +janseda01,2019,1,TOR,AL,107,347,41,72,12,1,13,43,0,1,31,79,1,4,1,1,8 +janseke01,2019,1,LAN,NL,62,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +jayjo02,2019,1,CHA,AL,47,165,12,44,8,0,0,9,0,0,8,30,0,3,5,1,1 +jeffrje01,2019,1,MIL,NL,48,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +jennida01,2019,1,WAS,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jerezwi01,2019,1,SFN,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jerezwi01,2019,2,PIT,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jewelja01,2019,1,LAA,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jimened01,2019,1,DET,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jimenel02,2019,1,CHA,AL,122,468,69,125,18,2,31,79,0,0,30,134,0,4,0,2,11 +jimenjo02,2019,1,DET,AL,66,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +joeco01,2019,1,SFN,NL,8,15,1,1,0,0,0,0,0,0,1,5,0,0,0,0,1 +johnsbr02,2019,1,BOS,AL,22,1,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +johnsdj01,2019,1,COL,NL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jonesad01,2019,1,ARI,NL,137,485,66,126,25,1,16,67,2,1,31,101,2,8,0,3,15 +jonesja07,2019,1,DET,AL,88,298,39,70,19,3,11,26,7,2,27,94,2,6,1,1,6 +jonesna01,2019,1,CHA,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +josepca01,2019,1,ARI,NL,20,38,5,8,2,0,0,3,0,0,1,10,0,1,1,0,0 +josepco01,2019,1,OAK,AL,11,37,4,7,2,0,1,5,0,0,2,5,0,0,0,1,2 +josepco01,2019,2,SFN,NL,8,16,0,1,0,0,0,2,0,0,1,6,0,0,0,0,0 +josepco01,2019,3,PIT,NL,9,11,1,2,1,0,0,0,0,0,0,1,0,0,0,0,0 +joycema01,2019,1,ATL,NL,129,200,32,59,10,0,7,23,0,0,38,45,0,0,0,0,3 +judgeaa01,2019,1,NYA,AL,102,378,75,103,18,1,27,55,3,2,64,141,4,3,0,1,11 +junisja01,2019,1,KCA,AL,31,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +juradar01,2019,1,TEX,AL,32,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +kahnlto01,2019,1,NYA,AL,72,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kangju01,2019,1,PIT,NL,65,172,15,29,7,1,10,24,0,0,11,60,0,1,0,1,4 +karinja01,2019,1,CLE,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +karnsna01,2019,1,BAL,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kayan01,2019,1,TOR,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kelake01,2019,1,PIT,NL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kellebr01,2019,1,KCA,AL,28,8,0,1,0,0,0,1,0,0,1,5,0,0,1,0,0 +kelleky01,2019,1,MIA,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kellemi03,2019,1,PIT,NL,11,10,0,0,0,0,0,0,0,0,0,3,0,0,1,0,1 +kellesh01,2019,1,TEX,AL,51,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kelletr01,2019,1,BOS,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kellyca02,2019,1,ARI,NL,111,314,46,77,19,0,18,47,0,0,48,79,10,2,0,1,11 +kellyjo05,2019,1,LAN,NL,55,2,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0 +kellyme01,2019,1,ARI,NL,32,52,3,1,0,0,0,2,0,0,2,25,0,0,6,0,2 +kempma01,2019,1,CIN,NL,20,60,4,12,2,0,1,5,0,0,1,19,0,0,0,1,2 +kempto01,2019,1,HOU,AL,66,163,23,37,6,2,7,17,4,3,16,29,1,4,1,2,2 +kempto01,2019,2,CHN,NL,44,82,8,15,3,2,1,12,0,1,7,18,0,2,0,2,2 +kendrho01,2019,1,WAS,NL,121,334,61,115,23,1,17,62,2,1,27,49,1,4,0,5,11 +kenneia01,2019,1,KCA,AL,63,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +keplema01,2019,1,MIN,AL,134,524,98,132,32,0,36,90,1,5,60,99,0,8,0,4,5 +kershcl01,2019,1,LAN,NL,29,49,1,5,1,0,0,1,0,0,1,16,0,0,15,0,0 +keuchda01,2019,1,ATL,NL,19,38,0,5,1,0,0,2,0,0,1,28,0,0,2,0,0 +kieboca01,2019,1,WAS,NL,11,39,4,5,0,0,2,2,0,0,4,16,1,0,0,0,0 +kiermke01,2019,1,TBA,AL,129,447,60,102,20,7,14,55,19,5,26,104,2,5,1,1,8 +kikucyu01,2019,1,SEA,AL,32,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +kimbrcr01,2019,1,CHN,NL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kineris01,2019,1,TEX,AL,65,202,23,48,12,1,1,21,3,0,14,49,0,4,1,1,9 +kingesc01,2019,1,PHI,NL,126,458,64,118,34,4,19,55,15,4,34,147,1,5,1,2,3 +kinghni01,2019,1,PIT,NL,14,6,0,0,0,0,0,0,0,0,2,4,0,0,0,0,0 +kinghni01,2019,2,TOR,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kingmi01,2019,1,NYA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kinlety01,2019,1,MIA,NL,52,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +kinslia01,2019,1,SDN,NL,87,258,28,56,12,0,9,22,2,4,19,54,0,3,0,1,5 +kintzbr01,2019,1,CHN,NL,62,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kipnija01,2019,1,CLE,AL,121,458,52,112,23,1,17,65,7,2,40,88,2,2,5,6,7 +kittran01,2019,1,TBA,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +klinebr01,2019,1,BAL,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +klubeco01,2019,1,CLE,AL,7,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +knappan01,2019,1,PHI,NL,74,136,12,29,9,0,2,8,0,0,18,51,2,3,3,0,2 +kniznan01,2019,1,SLN,NL,18,53,7,12,2,0,2,7,2,0,4,14,0,1,0,0,3 +kochma01,2019,1,ARI,NL,9,6,0,0,0,0,0,0,0,0,0,5,0,0,0,0,0 +kolarad01,2019,1,TBA,AL,54,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kolarad01,2019,2,LAN,NL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +krameke01,2019,1,PIT,NL,22,42,5,7,1,0,0,5,0,1,6,17,0,0,0,2,0 +kratzer01,2019,1,SFN,NL,15,32,1,4,2,0,1,3,0,0,2,6,0,2,0,0,0 +kratzer01,2019,2,TBA,AL,6,17,0,1,0,0,0,0,0,0,0,8,0,0,0,0,0 +kuhnejo01,2019,1,CIN,NL,11,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lagarju01,2019,1,NYN,NL,133,258,38,55,12,1,5,27,4,1,22,75,4,2,2,1,8 +lailbr01,2019,1,NYA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lakintr01,2019,1,BOS,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lamarry01,2019,1,MIN,AL,14,23,3,5,0,0,2,3,1,1,3,5,0,0,0,0,0 +lambepe01,2019,1,COL,NL,22,28,3,9,0,0,0,2,0,0,3,10,0,0,3,0,1 +lambja01,2019,1,ARI,NL,78,187,26,36,8,2,6,30,1,0,32,55,1,5,0,2,4 +lametdi01,2019,1,SDN,NL,14,21,1,3,0,0,0,0,0,0,0,11,0,0,3,0,0 +lasteto01,2019,1,LAA,AL,80,292,49,86,8,0,16,44,0,0,20,28,0,3,0,0,8 +lauerer01,2019,1,SDN,NL,30,40,1,4,2,0,0,0,0,0,1,23,0,0,6,0,0 +laurera01,2019,1,OAK,AL,123,434,79,125,29,0,24,67,13,2,27,123,0,11,1,8,7 +lavarry01,2019,1,CIN,NL,5,18,4,5,2,0,2,7,0,0,1,5,0,0,0,0,0 +lawde01,2019,1,TOR,AL,58,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leakemi01,2019,1,SEA,AL,22,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +leakemi01,2019,2,ARI,NL,10,20,0,1,0,0,0,1,0,0,0,11,0,0,2,0,0 +leblawa01,2019,1,SEA,AL,26,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0 +leclejo01,2019,1,TEX,AL,70,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lemahdj01,2019,1,NYA,AL,145,602,109,197,33,2,26,102,5,2,46,90,0,2,1,4,14 +leonedo01,2019,1,SLN,NL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leonsa01,2019,1,BOS,AL,65,172,14,33,3,0,5,19,0,0,13,47,0,1,4,1,0 +lestejo01,2019,1,CHN,NL,32,48,6,9,2,0,1,6,0,0,5,20,0,0,0,0,1 +lewisky01,2019,1,SEA,AL,18,71,10,19,5,0,6,13,0,0,3,29,0,0,0,1,0 +leybado01,2019,1,ARI,NL,21,25,6,7,2,1,0,5,0,0,4,9,0,0,0,1,0 +lindofr01,2019,1,CLE,AL,143,598,101,170,40,2,32,74,22,5,46,98,9,3,1,6,13 +lintz01,2019,1,BOS,AL,13,20,3,4,2,0,0,1,1,1,2,6,0,0,0,0,0 +liriafr01,2019,1,PIT,NL,69,1,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0 +litteza01,2019,1,MIN,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +livelbe01,2019,1,KCA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +loaisjo01,2019,1,NYA,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +locasti01,2019,1,ARI,NL,91,212,38,53,12,2,1,17,17,0,14,44,0,22,1,1,1 +lockean01,2019,1,NYN,NL,9,6,0,1,0,0,0,0,0,0,1,4,0,0,0,0,0 +longoev01,2019,1,SFN,NL,129,453,59,115,19,2,20,69,3,1,43,112,1,7,0,5,14 +longsh01,2019,1,SEA,AL,42,152,21,40,12,1,5,15,3,3,16,40,0,0,0,0,1 +lopesti01,2019,1,SEA,AL,41,111,11,30,7,0,1,12,6,3,15,29,0,1,0,1,1 +lopezjo02,2019,1,KCA,AL,39,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +lopezni01,2019,1,KCA,AL,103,379,44,91,22,2,2,30,1,1,18,51,0,1,4,0,5 +lopezpa01,2019,1,MIA,NL,22,35,1,6,2,0,0,3,0,0,0,19,0,0,1,0,0 +lopezre01,2019,1,CHA,AL,33,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +lopezyo01,2019,1,ARI,NL,70,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lorenmi01,2019,1,CIN,NL,105,48,6,10,2,0,1,6,5,2,5,17,0,0,0,0,1 +loupaa01,2019,1,SDN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lovelri01,2019,1,KCA,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lowebr01,2019,1,TBA,AL,82,296,42,80,17,2,17,51,5,0,25,113,0,5,0,1,1 +lowena01,2019,1,TBA,AL,50,152,24,40,8,0,7,19,0,0,13,50,0,2,0,2,4 +lowrije01,2019,1,NYN,NL,9,7,0,0,0,0,0,0,0,0,1,4,0,0,0,0,0 +lucasjo02,2019,1,BAL,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lucchjo01,2019,1,SDN,NL,30,48,0,3,0,0,0,1,0,0,1,36,0,0,5,0,0 +luciael01,2019,1,TOR,AL,25,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +lucrojo01,2019,1,LAA,AL,74,240,28,58,8,1,7,30,0,0,21,39,0,4,0,3,15 +lucrojo01,2019,2,CHN,NL,27,53,2,10,2,0,1,6,0,0,6,12,1,1,0,0,2 +lugoda01,2019,1,DET,AL,77,273,28,67,11,4,6,26,0,0,8,59,1,3,0,4,8 +lugose01,2019,1,NYN,NL,61,1,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0 +luplojo01,2019,1,CLE,AL,85,225,42,62,15,1,15,38,3,2,33,61,0,2,0,1,7 +luxga01,2019,1,LAN,NL,23,75,12,18,4,1,2,9,2,0,7,24,0,0,0,0,0 +luzarje01,2019,1,OAK,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lylesjo01,2019,1,PIT,NL,17,25,1,2,0,0,0,2,0,0,0,16,0,1,0,0,1 +lylesjo01,2019,2,MIL,NL,11,20,2,2,0,0,0,2,0,0,1,12,0,0,1,0,0 +lynnla01,2019,1,TEX,AL,33,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +lyonsty01,2019,1,PIT,NL,3,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lyonsty01,2019,2,NYA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +machama01,2019,1,SDN,NL,156,587,81,150,21,2,32,85,5,3,65,128,3,6,0,3,24 +maedake01,2019,1,LAN,NL,41,48,3,12,2,0,0,6,0,0,0,13,0,0,13,0,0 +magilma01,2019,1,MIN,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +magilma01,2019,2,SEA,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mahlety01,2019,1,CIN,NL,27,34,4,3,1,0,0,0,0,0,1,19,0,0,6,0,0 +mahtomi01,2019,1,DET,AL,9,23,0,0,0,0,0,0,0,0,2,11,0,0,0,0,0 +mailelu01,2019,1,TOR,AL,45,119,9,18,2,1,2,9,1,0,8,33,0,0,2,0,1 +maldoma01,2019,1,KCA,AL,74,238,26,54,15,0,6,17,0,0,17,55,0,5,2,1,9 +maldoma01,2019,2,CHN,NL,4,11,0,0,0,0,0,0,0,0,2,5,1,0,0,0,0 +maldoma01,2019,3,HOU,AL,27,84,20,17,4,0,6,10,0,0,13,26,0,1,0,0,2 +manaese01,2019,1,OAK,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mancitr01,2019,1,BAL,AL,154,602,106,175,38,2,35,97,1,0,63,143,3,9,0,5,22 +mantijo01,2019,1,NYA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mapledi01,2019,1,CHN,NL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +margeni01,2019,1,SDN,NL,17,15,1,3,0,0,0,0,0,0,0,7,0,0,2,0,0 +margoma01,2019,1,SDN,NL,151,398,59,93,19,3,12,37,20,4,38,88,1,2,3,0,6 +marisja01,2019,1,HOU,AL,120,292,46,68,16,3,10,34,10,3,17,95,0,6,3,0,6 +markani01,2019,1,ATL,NL,116,414,61,118,25,2,9,62,2,0,47,59,1,2,0,6,11 +markepa01,2019,1,SEA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +markepa01,2019,2,PIT,NL,15,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +marquge01,2019,1,COL,NL,29,48,5,11,4,1,0,11,0,0,0,14,0,0,10,0,1 +marrede01,2019,1,MIA,NL,5,5,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +marshev01,2019,1,CHA,AL,55,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +marteke01,2019,1,ARI,NL,144,569,97,187,36,9,32,92,10,2,53,86,2,4,0,2,7 +martest01,2019,1,PIT,NL,132,539,97,159,31,6,23,82,25,6,25,94,1,16,2,4,15 +martibr01,2019,1,TEX,AL,51,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +martica04,2019,1,SLN,NL,48,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +martich02,2019,1,TEX,AL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +martich02,2019,2,ATL,NL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +martico02,2019,1,HOU,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +martija03,2019,1,PIT,NL,20,36,5,9,2,0,0,2,2,0,4,10,0,0,0,0,0 +martijd02,2019,1,BOS,AL,146,575,98,175,33,2,36,105,2,0,72,138,9,4,0,5,19 +martijo08,2019,1,SLN,NL,128,334,45,90,13,2,10,42,3,0,35,82,0,2,0,2,14 +martile01,2019,1,CLE,AL,65,236,32,47,7,0,9,19,4,5,21,78,0,4,3,0,1 +martini02,2019,1,OAK,AL,6,11,1,1,0,0,1,2,0,0,2,5,0,0,0,0,0 +martini02,2019,2,SDN,NL,26,82,7,20,4,1,0,5,0,0,12,21,0,1,0,1,0 +martiri01,2019,1,BAL,AL,120,283,29,59,8,3,6,23,10,1,14,83,0,6,5,1,6 +martiru01,2019,1,LAN,NL,83,209,29,46,5,0,6,20,1,0,30,60,3,8,0,2,1 +marveja01,2019,1,PIT,NL,4,4,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +mathije01,2019,1,TEX,AL,88,228,17,36,9,0,2,12,1,0,15,87,1,0,0,1,2 +matonph01,2019,1,SDN,NL,21,4,0,1,0,0,0,1,0,0,0,2,0,0,0,0,0 +matonph01,2019,2,CLE,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +matzst01,2019,1,NYN,NL,36,57,4,13,0,0,1,1,0,0,0,17,0,0,4,0,0 +maybica01,2019,1,NYA,AL,82,239,48,68,17,0,11,32,9,6,30,72,0,0,0,0,5 +maydu01,2019,1,LAN,NL,14,11,0,1,0,0,0,0,0,0,0,4,0,0,0,0,0 +mayermi01,2019,1,SLN,NL,16,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +mayfija01,2019,1,HOU,AL,26,64,8,10,5,0,2,5,0,0,1,16,0,0,0,0,0 +maytr01,2019,1,MIN,AL,65,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mayzati01,2019,1,TOR,AL,68,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mazarno01,2019,1,TEX,AL,116,429,69,115,27,1,19,66,4,1,28,108,2,6,0,6,5 +mazzach01,2019,1,NYN,NL,9,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +mcbrory01,2019,1,KCA,AL,23,75,8,22,5,0,0,6,0,0,7,25,0,1,0,0,3 +mccanbr01,2019,1,ATL,NL,85,277,28,69,9,0,12,45,0,0,31,53,1,2,0,6,10 +mccanja02,2019,1,CHA,AL,118,439,62,120,26,1,18,60,4,1,30,137,1,6,1,0,10 +mccarke01,2019,1,KCA,AL,56,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcclare01,2019,1,SEA,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mccutan01,2019,1,PHI,NL,59,219,45,56,12,1,10,29,2,1,43,55,0,0,0,0,1 +mcfartj01,2019,1,ARI,NL,51,3,0,0,0,0,0,0,0,0,0,3,0,0,2,0,0 +mcgeeja01,2019,1,COL,NL,45,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcgowky01,2019,1,WAS,NL,7,3,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcguire01,2019,1,TOR,AL,30,97,14,29,7,0,5,11,0,0,7,18,0,0,0,0,1 +mchugco01,2019,1,HOU,AL,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mckaybr01,2019,1,TBA,AL,18,10,2,2,0,0,1,1,0,0,1,2,0,0,0,0,1 +mckayda02,2019,1,SEA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mckayda02,2019,2,DET,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mckinbi01,2019,1,TOR,AL,84,251,37,54,14,1,12,28,0,2,19,73,0,2,2,2,0 +mcmahry01,2019,1,COL,NL,141,480,70,120,22,1,24,83,5,1,56,160,1,1,1,1,14 +mcneije01,2019,1,NYN,NL,133,510,83,162,38,1,23,75,5,6,35,75,2,21,0,1,5 +mcraeal01,2019,1,PIT,NL,11,6,0,2,0,0,0,0,0,0,0,3,0,0,1,0,0 +meadoau01,2019,1,TBA,AL,138,530,83,154,29,7,33,89,12,7,54,131,6,7,0,0,3 +meansjo01,2019,1,BAL,AL,31,1,0,1,0,0,0,0,0,0,1,0,0,0,1,0,0 +mejiaad01,2019,1,MIN,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mejiaad01,2019,2,LAA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mejiaad01,2019,3,SLN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mejiaad01,2019,4,LAA,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mejiaer01,2019,1,KCA,AL,9,22,3,5,1,0,0,4,0,0,4,7,0,0,0,1,1 +mejiafr01,2019,1,SDN,NL,79,226,27,60,11,2,8,22,1,1,13,56,1,4,0,1,6 +mejiase01,2019,1,SDN,NL,14,30,3,7,2,0,2,5,0,0,3,9,0,0,0,0,1 +melanma01,2019,1,SFN,NL,43,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +melanma01,2019,2,ATL,NL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mellake01,2019,1,CIN,NL,2,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +melviti01,2019,1,COL,NL,7,8,0,2,0,0,0,2,0,0,0,3,0,0,2,0,0 +mendeyo01,2019,1,TEX,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mendida01,2019,1,CHA,AL,16,39,6,12,0,0,2,4,0,0,1,11,0,0,0,0,1 +menezco01,2019,1,SFN,NL,9,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mengdda01,2019,1,OAK,AL,13,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +mercaos01,2019,1,CLE,AL,115,438,70,118,25,3,15,54,15,4,28,84,0,5,7,4,9 +mercejo03,2019,1,DET,AL,74,256,24,69,16,0,9,22,0,0,13,57,1,2,0,0,4 +merriwh01,2019,1,KCA,AL,162,681,105,206,41,10,16,74,20,10,45,126,5,5,0,4,8 +middlke01,2019,1,LAA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mikolmi01,2019,1,SLN,NL,32,59,1,8,1,0,0,2,0,0,0,27,0,0,3,0,0 +mileywa01,2019,1,HOU,AL,33,4,1,0,0,0,0,0,0,0,1,1,0,0,1,0,0 +millean01,2019,1,SLN,NL,73,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +millebr02,2019,1,CLE,AL,13,36,4,9,3,0,1,4,1,0,4,10,0,0,0,0,0 +millebr02,2019,2,PHI,NL,66,118,22,31,3,1,12,21,1,0,11,35,0,1,0,0,2 +milleia01,2019,1,MIN,AL,12,17,2,3,1,0,0,1,0,0,0,3,0,0,0,0,0 +milleju02,2019,1,WAS,NL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +millesh01,2019,1,TEX,AL,19,1,0,0,0,0,0,0,0,0,2,1,0,0,0,0,0 +millsal02,2019,1,CHN,NL,9,12,0,1,0,0,0,0,0,0,0,6,0,0,0,0,0 +milneho01,2019,1,TBA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +milonto01,2019,1,SEA,AL,23,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +minayju01,2019,1,CHA,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +minormi01,2019,1,TEX,AL,33,9,0,0,0,0,0,0,0,0,0,6,0,0,1,0,0 +minteaj01,2019,1,ATL,NL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +molinya01,2019,1,SLN,NL,113,419,45,113,24,0,10,57,6,0,23,58,0,5,0,5,14 +moncayo01,2019,1,CHA,AL,132,511,83,161,34,5,25,79,10,3,40,154,2,4,1,3,1 +mondera02,2019,1,KCA,AL,102,415,58,109,20,10,9,62,43,7,19,132,0,0,3,6,6 +montafr01,2019,1,OAK,AL,16,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +montera01,2019,1,TEX,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +montgjo01,2019,1,NYA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +montgmi01,2019,1,CHN,NL,20,5,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +montgmi01,2019,2,KCA,AL,13,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +moorean02,2019,1,SEA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mooredy01,2019,1,SEA,AL,113,247,31,51,14,2,9,28,11,9,25,93,0,9,1,0,6 +moorema02,2019,1,DET,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +moralke01,2019,1,OAK,AL,34,108,9,22,1,1,1,7,0,0,14,20,0,3,0,1,3 +moralke01,2019,2,NYA,AL,19,62,7,11,1,0,1,5,0,0,12,6,0,1,0,0,3 +moranbr01,2019,1,MIA,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +moranco01,2019,1,PIT,NL,149,466,46,129,30,1,13,80,0,1,30,117,4,3,0,4,13 +morejad01,2019,1,SDN,NL,5,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +morelmi01,2019,1,BOS,AL,91,298,48,75,17,1,19,58,1,0,34,74,0,1,0,2,12 +morgaad01,2019,1,PHI,NL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +morinmi01,2019,1,MIN,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +morinmi01,2019,2,PHI,NL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +morofma01,2019,1,CLE,AL,20,32,3,4,1,0,1,4,1,0,2,16,0,0,1,0,0 +moronre01,2019,1,SFN,NL,56,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +morrilo01,2019,1,PHI,NL,29,35,5,7,1,0,2,3,0,0,3,10,0,0,0,0,1 +mortoch02,2019,1,TBA,AL,33,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +moustmi01,2019,1,MIL,NL,143,523,80,133,30,1,35,87,3,0,53,98,5,6,0,2,12 +mullice01,2019,1,BAL,AL,22,64,7,6,0,2,0,4,1,0,4,14,0,3,2,1,2 +muncyma01,2019,1,LAN,NL,141,487,101,122,22,1,35,98,4,1,90,149,1,8,0,4,5 +munozan01,2019,1,SDN,NL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +munozya01,2019,1,SLN,NL,88,172,20,46,7,1,2,13,8,3,7,37,0,1,0,1,5 +murphda08,2019,1,COL,NL,132,438,56,122,35,1,13,78,1,1,32,74,1,2,0,4,10 +murphjr01,2019,1,ARI,NL,25,62,9,11,3,0,4,7,0,0,6,28,0,0,1,0,0 +murphjr01,2019,2,ATL,NL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +murphse01,2019,1,OAK,AL,20,53,14,13,5,0,4,8,0,0,6,16,0,1,0,0,3 +murphto04,2019,1,SEA,AL,76,260,32,71,12,1,18,40,2,0,19,87,0,1,0,1,0 +musgrha01,2019,1,COL,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +musgrjo01,2019,1,PIT,NL,46,51,8,8,2,1,0,3,0,0,2,19,0,0,8,0,1 +myerswi01,2019,1,SDN,NL,155,435,58,104,22,1,18,53,16,7,51,168,0,2,1,1,12 +naquity01,2019,1,CLE,AL,89,274,34,79,19,0,10,34,4,2,14,66,2,2,2,2,8 +narvaom01,2019,1,SEA,AL,132,428,63,119,12,0,22,55,0,0,47,92,1,4,0,3,5 +naylojo01,2019,1,SDN,NL,94,253,29,63,15,0,8,32,1,1,25,64,1,0,0,1,4 +negrokr01,2019,1,SEA,AL,10,23,3,5,0,0,0,1,1,0,2,9,0,0,0,0,0 +negrokr01,2019,2,LAN,NL,30,54,9,14,1,0,2,7,0,1,3,17,1,0,0,0,1 +nelsoji02,2019,1,MIL,NL,10,3,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +nerishe01,2019,1,PHI,NL,68,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +neshepa01,2019,1,PHI,NL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +neusesh01,2019,1,OAK,AL,25,56,3,14,3,0,0,7,0,0,4,19,0,0,0,1,2 +neverdo01,2019,1,PIT,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +newbeja01,2019,1,KCA,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +newcose01,2019,1,ATL,NL,55,8,0,0,0,0,0,0,0,0,0,7,0,0,0,0,0 +newmake01,2019,1,PIT,NL,130,493,61,152,20,6,12,64,16,8,28,62,2,7,2,1,5 +nicasju01,2019,1,PHI,NL,47,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +nidoto01,2019,1,NYN,NL,50,136,9,26,5,0,4,14,0,0,7,37,2,0,1,0,4 +nimmobr01,2019,1,NYN,NL,69,199,34,44,11,1,8,29,3,0,46,71,2,5,1,3,1 +noesihe01,2019,1,MIA,NL,12,4,0,1,0,0,0,0,0,0,0,3,0,0,1,0,0 +nogosst01,2019,1,NYN,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nolaaa01,2019,1,PHI,NL,34,59,6,7,2,0,0,2,0,0,6,35,0,0,5,0,0 +nolaau01,2019,1,SEA,AL,79,238,37,64,12,1,10,31,1,0,23,63,1,4,1,1,8 +nollja01,2019,1,WAS,NL,8,12,1,2,1,0,0,2,0,0,1,4,0,0,0,0,0 +norrida01,2019,1,DET,AL,33,6,1,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +norwoja01,2019,1,CHN,NL,9,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nottija01,2019,1,MIL,NL,9,6,1,2,0,0,1,4,0,0,0,2,0,1,0,0,0 +novaiv01,2019,1,CHA,AL,34,5,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +nunezdo01,2019,1,COL,NL,16,39,4,7,3,0,2,4,0,0,3,17,0,0,0,1,0 +nunezed02,2019,1,BOS,AL,60,167,13,38,7,0,2,20,5,1,4,27,0,0,1,2,6 +nunezre01,2019,1,BAL,AL,151,541,72,132,24,0,31,90,1,1,44,143,1,10,0,4,9 +obergsc01,2019,1,COL,NL,49,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +obriepe04,2019,1,MIA,NL,14,42,2,7,1,0,1,4,1,0,4,19,0,1,0,0,2 +odayda01,2019,1,ATL,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +odorija01,2019,1,MIN,AL,30,2,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +odorro01,2019,1,TEX,AL,145,522,77,107,30,1,30,93,11,9,52,178,2,5,1,1,4 +ogradbr01,2019,1,CIN,NL,28,42,4,8,2,1,2,3,0,0,4,17,0,2,0,0,0 +ohearry01,2019,1,KCA,AL,105,328,32,64,13,1,14,38,0,1,39,99,1,1,0,2,7 +ohse01,2019,1,COL,NL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ohtansh01,2019,1,LAA,AL,106,384,51,110,20,5,18,62,12,3,33,110,1,2,0,4,6 +olsonma02,2019,1,OAK,AL,127,483,73,129,26,0,36,91,0,0,51,138,7,12,0,1,11 +olsonty01,2019,1,CLE,AL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +oneilty01,2019,1,SLN,NL,60,141,18,37,6,0,5,16,1,0,10,53,0,0,0,0,3 +orourry01,2019,1,NYN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ortegra01,2019,1,ATL,NL,34,88,7,18,3,0,2,10,3,0,8,22,0,0,0,0,2 +ortizlu02,2019,1,BAL,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +osichjo01,2019,1,CHA,AL,57,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +osunajo01,2019,1,PIT,NL,95,261,41,69,20,0,10,36,0,0,18,48,0,1,0,4,6 +osunaro01,2019,1,HOU,AL,66,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +oswalco01,2019,1,NYN,NL,2,1,0,0,0,0,0,1,0,0,0,1,0,0,1,1,0 +oteroda01,2019,1,CLE,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ottavad01,2019,1,NYA,AL,73,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +owingch01,2019,1,KCA,AL,41,135,9,18,4,1,2,9,4,1,8,55,0,2,0,0,1 +owingch01,2019,2,BOS,AL,26,45,4,7,2,0,1,5,1,1,6,23,0,0,0,0,1 +ozunama01,2019,1,SLN,NL,130,485,80,117,23,1,29,89,12,2,62,114,2,1,0,1,21 +paddach01,2019,1,SDN,NL,26,42,3,5,0,0,0,2,0,0,0,19,0,0,4,0,0 +paganem01,2019,1,TBA,AL,66,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +palkada01,2019,1,CHA,AL,30,84,4,9,0,0,2,4,0,1,8,35,0,1,0,0,3 +palumjo01,2019,1,TEX,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +panikjo01,2019,1,SFN,NL,103,344,33,81,17,1,3,27,4,2,36,38,2,3,1,4,5 +panikjo01,2019,2,NYN,NL,39,94,17,26,4,1,2,12,0,0,7,9,0,1,1,0,1 +pannoth01,2019,1,TOR,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +parkebl01,2019,1,MIN,AL,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +parkebl01,2019,2,PHI,NL,23,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +parkeja03,2019,1,LAA,AL,5,12,1,0,0,0,0,0,0,0,3,8,0,0,0,0,0 +parrage01,2019,1,SFN,NL,30,86,8,17,3,0,1,6,2,1,8,18,2,2,0,1,0 +parrage01,2019,2,WAS,NL,89,188,30,47,11,1,8,42,6,2,11,41,1,3,1,1,7 +parsowe01,2019,1,ATL,NL,17,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +parsowe01,2019,2,COL,NL,15,1,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +paxtoja01,2019,1,NYA,AL,29,5,0,0,0,0,0,1,0,0,0,5,0,0,3,0,0 +payamjo01,2019,1,ARI,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +payanpe01,2019,1,TEX,AL,6,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +pazosja01,2019,1,COL,NL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +peacobr01,2019,1,HOU,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pearcst01,2019,1,BOS,AL,29,89,9,16,4,0,1,9,0,0,7,31,0,1,0,1,5 +pederjo01,2019,1,LAN,NL,149,450,83,112,16,3,36,74,1,1,50,111,2,12,0,2,4 +pedrodu01,2019,1,BOS,AL,6,20,1,2,0,0,0,1,0,0,1,2,0,0,0,0,2 +penafe01,2019,1,LAA,AL,23,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pencehu01,2019,1,TEX,AL,83,286,53,85,17,1,18,59,6,1,26,69,0,2,0,2,2 +peralda01,2019,1,ARI,NL,99,382,48,105,29,3,12,57,0,0,35,87,3,5,0,1,9 +peralfr01,2019,1,MIL,NL,40,15,1,2,0,0,0,1,0,0,0,6,0,0,1,0,0 +peralwa01,2019,1,CIN,NL,39,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +peralwa01,2019,2,SFN,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +peralwi01,2019,1,KCA,AL,42,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +perazjo01,2019,1,CIN,NL,141,376,37,90,18,2,6,33,7,6,17,58,0,8,0,2,9 +perdolu02,2019,1,SDN,NL,47,7,0,1,0,0,0,1,0,0,0,2,0,0,0,0,0 +perezci01,2019,1,HOU,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +perezhe01,2019,1,MIL,NL,91,232,29,53,11,0,8,18,5,1,11,66,0,0,2,1,9 +perezma02,2019,1,MIN,AL,32,3,1,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +perezmi03,2019,1,TBA,AL,22,46,6,10,5,0,0,2,0,0,8,19,0,1,0,0,0 +perezol01,2019,1,CLE,AL,67,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +perezro02,2019,1,CLE,AL,119,389,46,93,9,1,24,63,0,0,45,127,1,4,7,4,12 +peterdi01,2019,1,LAA,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +peterdu01,2019,1,DET,AL,17,44,3,10,4,0,0,6,1,0,2,14,0,1,0,0,1 +peterja01,2019,1,BAL,AL,29,100,14,22,3,1,2,11,4,1,6,24,0,1,0,1,1 +peterti01,2019,1,NYN,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +petityu01,2019,1,OAK,AL,80,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1 +petrija01,2019,1,MIL,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +phamth01,2019,1,TBA,AL,145,567,77,155,33,2,21,68,25,4,81,123,4,5,0,1,22 +phegljo01,2019,1,OAK,AL,106,314,44,75,18,0,12,62,0,1,15,63,0,6,2,5,11 +phelpda01,2019,1,TOR,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +phelpda01,2019,2,CHN,NL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +phillbr02,2019,1,KCA,AL,30,65,7,9,2,0,2,6,3,0,10,23,0,0,2,2,1 +phillev01,2019,1,BAL,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pillake01,2019,1,TOR,AL,5,16,1,1,0,0,0,1,0,0,0,3,0,0,0,1,0 +pillake01,2019,2,SFN,NL,156,595,82,157,37,3,21,87,14,5,18,86,4,9,0,6,15 +pinama01,2019,1,MIL,NL,76,158,10,36,8,0,7,25,0,0,16,50,1,4,0,1,1 +pindech01,2019,1,OAK,AL,124,341,45,82,21,0,13,47,0,1,20,88,0,5,1,3,11 +pinedmi01,2019,1,MIN,AL,26,4,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +pintori01,2019,1,TBA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pireljo01,2019,1,SDN,NL,2,5,0,0,0,0,0,0,0,0,0,3,0,0,0,0,1 +pireljo01,2019,2,PHI,NL,12,17,1,4,1,0,1,2,0,0,2,4,0,0,0,0,0 +piscost01,2019,1,OAK,AL,93,357,46,89,17,1,13,44,2,0,29,84,0,3,1,3,13 +pivetni01,2019,1,PHI,NL,30,25,1,2,0,0,0,0,0,0,1,19,0,0,1,0,0 +plaweke01,2019,1,CLE,AL,60,158,13,35,10,0,3,17,0,1,12,31,0,3,0,1,4 +plesaza01,2019,1,CLE,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +plutkad01,2019,1,CLE,AL,21,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +pocheco01,2019,1,TBA,AL,51,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +polangr01,2019,1,PIT,NL,42,153,23,37,8,1,6,17,3,1,12,49,1,1,0,0,4 +polanjo01,2019,1,MIN,AL,153,631,107,186,40,7,22,79,4,3,60,116,2,4,2,7,11 +polloaj01,2019,1,LAN,NL,86,308,49,82,15,1,15,47,5,1,23,74,1,7,0,4,7 +pomerdr01,2019,1,SFN,NL,21,17,0,0,0,0,0,0,0,0,0,13,0,0,1,0,1 +pomerdr01,2019,2,MIL,NL,25,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ponceda01,2019,1,SLN,NL,13,9,0,0,0,0,0,0,0,0,1,4,0,0,2,0,0 +poppese01,2019,1,MIN,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +porceri01,2019,1,BOS,AL,32,6,0,0,0,0,0,0,0,0,0,2,0,0,0,0,1 +poseybu01,2019,1,SFN,NL,114,405,43,104,24,0,7,38,0,0,34,71,1,4,1,1,18 +poundbr01,2019,1,NYN,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +poynebo01,2019,1,BOS,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pradoma01,2019,1,MIA,NL,104,245,26,57,9,0,2,15,0,0,12,41,0,0,0,3,10 +pressry01,2019,1,HOU,AL,55,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +priceda01,2019,1,BOS,AL,22,2,0,1,0,0,0,1,0,0,0,1,0,0,0,0,0 +profaju01,2019,1,OAK,AL,139,459,65,100,24,2,20,67,9,1,48,75,2,8,0,3,12 +pruitau01,2019,1,TBA,AL,14,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +puellce01,2019,1,LAA,AL,12,41,6,16,3,0,3,12,0,0,3,8,0,6,0,0,1 +puellce01,2019,2,MIA,NL,32,84,8,15,2,0,1,6,0,0,7,30,1,5,1,0,1 +puigya01,2019,1,CIN,NL,100,373,51,94,15,1,22,61,14,5,23,89,1,5,0,3,9 +puigya01,2019,2,CLE,AL,49,182,25,54,15,1,2,23,5,2,21,44,0,3,0,1,4 +pujolal01,2019,1,LAA,AL,131,491,55,120,22,0,23,93,3,0,43,68,1,3,0,8,21 +pukaj01,2019,1,OAK,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +quantca01,2019,1,SDN,NL,23,25,1,2,0,0,0,1,0,1,1,6,0,0,4,0,0 +quijajo01,2019,1,MIA,NL,34,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +quinnro01,2019,1,PHI,NL,44,108,18,23,3,1,4,11,8,0,12,34,0,1,1,0,2 +quintjo01,2019,1,CHN,NL,32,54,2,5,1,0,0,3,0,0,0,27,0,0,9,0,1 +raineta01,2019,1,WAS,NL,52,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +ramirer02,2019,1,BOS,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ramirha01,2019,1,CLE,AL,16,49,4,9,1,0,2,8,0,0,8,17,0,0,0,0,2 +ramirha02,2019,1,MIA,NL,119,421,54,116,20,3,11,50,2,1,18,91,1,5,0,1,8 +ramirjc01,2019,1,LAA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ramirjo01,2019,1,CLE,AL,129,482,68,123,33,3,23,83,24,4,52,74,3,2,0,6,8 +ramirne01,2019,1,CLE,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ramirne01,2019,2,TOR,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ramirni01,2019,1,DET,AL,46,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +ramirno01,2019,1,LAA,AL,51,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ramirye01,2019,1,BAL,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ramirye01,2019,2,PIT,NL,9,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ramosed02,2019,1,PHI,NL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ramoswi01,2019,1,NYN,NL,141,473,52,136,19,0,14,73,1,0,44,69,5,4,0,3,16 +ramsema01,2019,1,LAA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ravelra01,2019,1,SLN,NL,29,39,4,8,2,0,2,7,0,0,3,12,0,0,0,1,1 +rayro02,2019,1,ARI,NL,34,55,1,4,0,0,0,3,0,0,0,28,0,0,5,0,2 +readra01,2019,1,WAS,NL,6,11,0,1,0,0,0,0,0,0,0,5,0,0,0,0,1 +realmjt01,2019,1,PHI,NL,145,538,92,148,36,3,25,83,9,1,41,123,2,5,0,8,12 +reddijo01,2019,1,HOU,AL,141,501,57,138,19,3,14,56,5,2,36,66,1,0,1,9,9 +reedaj01,2019,1,CHA,AL,14,44,1,6,0,0,1,4,0,0,4,21,0,0,0,1,1 +reedco01,2019,1,CIN,NL,3,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +reedmi02,2019,1,SFN,NL,4,8,0,0,0,0,0,0,0,0,0,6,0,0,0,0,0 +reidfse01,2019,1,TOR,AL,9,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +reiniza01,2019,1,DET,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rendoan01,2019,1,WAS,NL,146,545,117,174,44,3,34,126,5,1,80,86,8,12,0,9,13 +renfrhu01,2019,1,SDN,NL,140,440,64,95,19,1,33,64,5,0,46,154,1,2,0,6,6 +rengilu01,2019,1,LAA,AL,108,357,44,85,18,3,7,33,2,5,40,93,0,5,1,3,6 +reyesal02,2019,1,SLN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reyesfr01,2019,1,SDN,NL,99,321,43,82,9,0,27,46,0,0,29,93,1,0,0,4,12 +reyesfr01,2019,2,CLE,AL,51,173,26,41,10,0,10,35,0,0,18,63,0,0,0,3,3 +reyesge01,2019,1,SDN,NL,27,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +reyespa01,2019,1,PIT,NL,71,143,18,29,7,2,2,19,1,1,13,36,0,1,0,0,0 +reyesvi01,2019,1,DET,AL,69,276,29,84,16,5,3,25,9,3,14,64,0,0,0,2,5 +reynobr01,2019,1,PIT,NL,134,491,83,154,37,4,16,68,3,2,46,121,0,6,0,3,9 +reynoma01,2019,1,COL,NL,78,135,13,23,7,0,4,20,2,0,22,57,0,2,0,3,3 +rhameja01,2019,1,NYN,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +richacl01,2019,1,TOR,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +richaga01,2019,1,SDN,NL,3,2,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0 +richatr01,2019,1,MIA,NL,24,30,2,3,0,0,0,0,0,0,2,18,0,0,2,0,0 +richatr01,2019,2,TBA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rickajo01,2019,1,BAL,AL,42,118,10,24,7,2,2,6,3,2,14,33,1,3,0,0,0 +rickajo01,2019,2,SFN,NL,26,50,4,14,2,0,1,4,1,0,4,17,0,0,0,0,1 +riddljt01,2019,1,MIA,NL,51,132,15,25,6,0,6,12,0,0,5,42,1,2,0,0,3 +rileyau01,2019,1,ATL,NL,80,274,41,62,11,1,18,49,0,2,16,108,3,5,0,2,4 +riosed01,2019,1,LAN,NL,28,47,10,13,2,1,4,8,0,0,9,21,0,0,0,0,1 +riosya01,2019,1,PHI,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +riosya01,2019,2,PIT,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +riverfe01,2019,1,PIT,NL,56,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +riverre01,2019,1,NYN,NL,9,17,2,4,0,0,1,3,0,0,3,4,0,0,0,0,0 +riverya01,2019,1,MIA,NL,34,60,8,11,2,0,0,3,2,0,6,20,0,0,0,0,1 +rizzoan01,2019,1,CHN,NL,146,512,89,150,29,3,27,94,5,2,71,86,3,27,0,3,15 +roarkta01,2019,1,CIN,NL,21,33,2,5,1,0,1,2,0,0,0,13,0,0,1,0,0 +roarkta01,2019,2,OAK,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +roberda08,2019,1,PHI,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +roberda10,2019,1,TBA,AL,74,207,23,44,9,1,2,19,2,2,24,59,0,6,0,0,10 +robindr01,2019,1,SLN,NL,5,7,1,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +robleha01,2019,1,LAA,AL,71,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +roblevi01,2019,1,WAS,NL,155,546,86,139,33,3,17,65,28,9,35,140,3,25,6,5,6 +rodgebr01,2019,1,HOU,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodgebr02,2019,1,COL,NL,25,76,8,17,2,0,0,7,0,0,4,27,0,1,0,0,2 +rodnefe01,2019,1,OAK,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodnefe01,2019,2,WAS,NL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodonca01,2019,1,CHA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodride01,2019,1,SFN,NL,29,29,1,5,0,0,0,0,0,0,0,17,0,0,0,0,0 +rodried05,2019,1,BOS,AL,34,7,1,0,0,0,0,0,0,0,0,3,0,0,2,0,0 +rodrije01,2019,1,CLE,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodrijo06,2019,1,LAA,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodriri05,2019,1,PIT,NL,72,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodriro03,2019,1,DET,AL,84,276,29,61,12,3,14,43,3,1,13,82,0,0,0,5,5 +rodrise01,2019,1,PHI,NL,76,112,24,25,5,0,4,12,1,1,19,41,0,3,4,1,2 +roech01,2019,1,TBA,AL,71,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rogerja03,2019,1,DET,AL,35,112,11,14,3,0,4,8,0,0,13,51,0,1,2,0,3 +rogerjo01,2019,1,BAL,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rogerta01,2019,1,MIN,AL,60,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rogerty01,2019,1,SFN,NL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rojasjo01,2019,1,ARI,NL,41,138,17,30,7,0,2,16,4,2,18,41,0,1,0,0,3 +rojasmi02,2019,1,MIA,NL,132,483,52,137,29,1,5,46,9,5,32,62,2,5,1,5,15 +romanjo03,2019,1,TOR,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +romansa01,2019,1,CIN,NL,12,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +romerfe01,2019,1,MIN,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rominau01,2019,1,NYA,AL,73,228,29,64,12,0,8,35,1,1,10,50,0,0,1,1,7 +romose01,2019,1,MIA,NL,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +romose01,2019,2,MIN,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rondohe01,2019,1,HOU,AL,62,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rondojo02,2019,1,CHA,AL,55,142,10,28,3,0,3,9,0,0,11,38,0,2,1,0,4 +rondojo02,2019,2,BAL,AL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rosaad01,2019,1,NYA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rosaram01,2019,1,NYN,NL,157,616,75,177,30,7,15,72,19,10,31,124,2,3,2,3,13 +rosared01,2019,1,MIN,AL,137,562,91,155,28,1,32,109,3,1,22,86,2,0,0,6,10 +rosarra01,2019,1,CHN,NL,13,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rosarra01,2019,2,KCA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rosentr01,2019,1,WAS,NL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rosentr01,2019,2,DET,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rosscza01,2019,1,SEA,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rosscza01,2019,2,TOR,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rosscza01,2019,3,LAN,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rossjo01,2019,1,WAS,NL,28,19,1,2,0,0,0,0,0,0,1,10,0,0,0,0,0 +rossty01,2019,1,DET,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ruizjo01,2019,1,CHA,AL,40,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ruizri01,2019,1,BAL,AL,127,370,35,86,13,2,12,46,0,1,40,88,0,0,1,2,12 +rumbeni01,2019,1,SEA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rusinch01,2019,1,COL,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +russead02,2019,1,CHN,NL,82,215,25,51,4,1,9,23,2,0,20,58,2,3,1,2,7 +ryanky01,2019,1,CHN,NL,73,2,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +ryuhy01,2019,1,LAN,NL,30,51,3,8,1,0,1,3,0,0,4,23,0,0,12,0,0 +sabatcc01,2019,1,NYA,AL,23,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +sadleca02,2019,1,TBA,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sadleca02,2019,2,LAN,NL,24,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +sadzeco01,2019,1,SEA,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +saladty01,2019,1,MIL,NL,28,65,7,8,0,0,2,8,2,0,5,26,0,1,0,0,1 +salasfe01,2019,1,PHI,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +salazda01,2019,1,CLE,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +salech01,2019,1,BOS,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +samarje01,2019,1,SFN,NL,32,50,1,6,2,0,0,1,0,0,0,30,0,0,6,0,0 +sampsad01,2019,1,TEX,AL,35,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +sanchaa01,2019,1,TOR,AL,23,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sanchaa01,2019,2,HOU,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sanchad01,2019,1,WAS,NL,28,31,3,7,0,0,0,1,0,0,1,10,0,0,0,0,0 +sanchan01,2019,1,WAS,NL,30,52,1,6,0,0,0,1,0,0,0,24,0,0,4,0,3 +sanchca01,2019,1,CHA,AL,149,496,59,125,20,4,2,43,5,4,44,117,1,5,7,3,7 +sanchga02,2019,1,NYA,AL,106,396,62,92,12,1,34,77,0,1,40,125,3,9,0,1,3 +sandopa01,2019,1,SFN,NL,108,272,42,73,23,0,14,41,1,0,18,67,2,1,2,3,8 +sandopa02,2019,1,LAA,AL,10,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +sanomi01,2019,1,MIN,AL,105,380,76,94,19,2,34,79,0,1,55,159,0,3,0,1,5 +santaan02,2019,1,BAL,AL,93,380,46,99,20,1,20,59,1,2,19,86,0,2,1,3,1 +santaca01,2019,1,CLE,AL,158,573,110,161,30,1,34,93,4,0,108,108,12,3,0,2,13 +santada01,2019,1,TEX,AL,130,474,81,134,23,6,28,81,21,6,25,151,2,6,0,5,8 +santade01,2019,1,LAN,NL,3,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0 +santado01,2019,1,SEA,AL,121,451,63,114,20,1,21,69,8,3,50,164,1,2,0,2,11 +santaer01,2019,1,CHA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +santihe01,2019,1,NYN,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +santihe01,2019,2,CHA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sborzjo01,2019,1,LAN,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schebsc01,2019,1,CIN,NL,30,81,11,10,2,0,2,7,0,1,14,27,0,0,0,0,3 +scherma01,2019,1,WAS,NL,29,55,6,10,0,0,0,2,2,0,0,27,0,0,6,0,1 +schlibr01,2019,1,OAK,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schoojo01,2019,1,MIN,AL,121,433,61,111,23,1,23,59,1,1,20,116,1,10,0,1,13 +schrejo01,2019,1,DET,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schulja02,2019,1,LAN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schwaky01,2019,1,CHN,NL,155,529,82,132,29,3,38,92,2,3,70,156,5,5,0,6,6 +schwifr01,2019,1,KCA,AL,6,15,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +scottro02,2019,1,ARI,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +scottta01,2019,1,BAL,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +scottta02,2019,1,SEA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +scottta02,2019,2,BAL,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +seageco01,2019,1,LAN,NL,134,489,82,133,44,1,19,87,1,0,44,98,3,4,0,4,8 +seageky01,2019,1,SEA,AL,106,393,55,94,19,1,23,63,2,2,44,86,0,4,0,2,12 +segurje01,2019,1,PHI,NL,144,576,79,161,37,4,12,60,10,2,30,73,1,8,1,3,11 +selmasa01,2019,1,SFN,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +semiema01,2019,1,OAK,AL,162,657,123,187,43,7,33,92,10,8,87,102,2,2,0,1,11 +senzaan01,2019,1,COL,NL,25,40,2,1,0,0,0,3,0,0,1,24,0,0,5,0,0 +senzeni01,2019,1,CIN,NL,104,375,55,96,20,4,12,42,14,5,30,101,0,3,0,1,6 +severlu01,2019,1,NYA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +severpe01,2019,1,BAL,AL,96,305,37,76,13,0,13,44,3,1,29,73,0,4,1,2,5 +sewalpa01,2019,1,NYN,NL,17,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shafeju01,2019,1,TOR,AL,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shawami01,2019,1,BOS,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shawbr01,2019,1,COL,NL,70,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shawch01,2019,1,SFN,NL,16,18,0,1,0,0,0,0,0,0,2,8,0,0,0,0,0 +shawtr01,2019,1,MIL,NL,86,230,22,36,5,0,7,16,0,0,36,89,3,4,0,0,5 +sheffju01,2019,1,SEA,AL,8,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +shephch01,2019,1,BAL,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sherfji01,2019,1,ARI,NL,17,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +shoemma01,2019,1,TOR,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shrevch01,2019,1,SLN,NL,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0 +shuckja01,2019,1,PIT,NL,27,47,4,10,0,1,0,2,1,1,8,10,0,1,1,0,0 +sierrma01,2019,1,MIA,NL,15,40,5,14,1,1,0,1,3,3,2,7,0,0,0,0,0 +simmoan01,2019,1,LAA,AL,103,398,47,105,19,0,7,40,10,2,24,37,1,2,0,0,21 +simslu01,2019,1,CIN,NL,24,8,0,1,0,0,0,0,0,0,0,5,0,0,0,0,0 +sippto01,2019,1,WAS,NL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +siscoch01,2019,1,BAL,AL,59,167,29,35,7,0,8,20,0,1,22,61,0,9,0,0,5 +skaggty01,2019,1,LAA,AL,15,2,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +skogler01,2019,1,KCA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +skolema01,2019,1,CHA,AL,27,72,7,15,2,0,0,6,0,0,7,31,0,0,0,1,0 +slateau01,2019,1,SFN,NL,68,168,20,40,9,3,5,21,1,0,22,59,1,2,0,0,1 +slegeaa01,2019,1,TBA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smeltde01,2019,1,MIN,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithbu03,2019,1,MIL,NL,7,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +smithbu03,2019,2,SFN,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithca03,2019,1,MIA,NL,30,43,2,10,2,0,0,3,0,0,0,15,0,1,5,0,2 +smithdo02,2019,1,NYN,NL,89,177,35,50,10,0,11,25,1,2,19,44,0,1,0,0,5 +smithdw02,2019,1,BAL,AL,101,357,46,86,16,3,13,53,5,1,26,82,0,4,1,4,8 +smithjo05,2019,1,HOU,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithjo07,2019,1,BOS,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithjo08,2019,1,CLE,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithjo08,2019,2,MIA,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithke04,2019,1,LAA,AL,67,191,21,48,12,0,5,20,2,0,16,37,0,3,0,1,8 +smithma05,2019,1,SEA,AL,134,510,70,116,19,9,6,37,46,9,42,141,0,11,2,1,7 +smithwi04,2019,1,SFN,NL,63,1,0,1,0,0,0,2,0,0,0,0,0,0,1,0,0 +smithwi05,2019,1,LAN,NL,54,170,30,43,9,0,15,42,2,0,18,52,1,5,0,3,3 +smoakju01,2019,1,TOR,AL,121,414,54,86,16,0,22,61,0,0,79,106,3,6,0,1,11 +smylydr01,2019,1,TEX,AL,13,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +smylydr01,2019,2,PHI,NL,12,18,1,0,0,0,0,0,0,0,1,8,0,0,0,0,0 +sneedcy01,2019,1,HOU,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +snellbl01,2019,1,TBA,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sobotch01,2019,1,ATL,NL,32,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +sogarer01,2019,1,TOR,AL,73,287,45,86,17,2,10,30,6,0,29,47,0,1,3,3,2 +sogarer01,2019,2,TBA,AL,37,109,14,29,6,0,3,10,2,0,9,16,2,1,0,0,2 +solakni01,2019,1,TEX,AL,33,116,19,34,6,1,5,17,2,0,15,29,1,4,0,0,2 +solando01,2019,1,SFN,NL,81,215,27,71,13,1,4,23,0,1,10,49,0,1,0,2,4 +solarya01,2019,1,SFN,NL,28,73,9,15,5,0,1,7,0,0,4,16,1,0,1,0,4 +solerjo01,2019,1,KCA,AL,162,589,95,156,33,1,48,117,3,1,73,178,3,10,0,4,16 +soriajo01,2019,1,OAK,AL,71,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sorokmi01,2019,1,ATL,NL,29,52,2,4,0,0,0,3,0,0,2,22,0,2,7,0,1 +sosaed01,2019,1,SLN,NL,8,8,2,2,0,0,0,0,1,0,1,2,0,1,0,0,0 +sotogr01,2019,1,DET,AL,33,2,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0 +sotoju01,2019,1,WAS,NL,150,542,110,153,32,5,34,110,12,1,108,132,3,3,0,6,11 +spangco01,2019,1,MIL,NL,32,95,11,22,2,2,2,10,3,0,6,36,1,0,1,0,1 +sparkgl01,2019,1,KCA,AL,31,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +speiega01,2019,1,KCA,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +springe01,2019,1,HOU,AL,122,479,96,140,20,3,39,96,6,2,67,113,1,6,0,4,12 +sprinje01,2019,1,TEX,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stallja01,2019,1,PIT,NL,71,191,26,50,5,0,6,13,0,0,16,40,5,2,1,0,3 +stameer01,2019,1,CLE,AL,15,41,4,2,1,0,0,2,0,0,5,24,0,0,1,1,2 +stammcr01,2019,1,SDN,NL,76,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +stanery01,2019,1,TBA,AL,41,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stanery01,2019,2,MIA,NL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stantmi03,2019,1,NYA,AL,18,59,8,17,3,0,3,13,0,0,12,24,0,0,0,1,1 +starlbu01,2019,1,KCA,AL,56,186,26,40,7,0,4,12,2,0,9,56,0,1,1,0,4 +stashco01,2019,1,MIN,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stassma01,2019,1,HOU,AL,31,90,4,15,1,0,1,3,0,0,7,34,0,1,0,0,1 +stassma01,2019,2,LAA,AL,20,42,3,3,0,0,0,2,0,0,5,15,0,0,0,2,2 +staumjo01,2019,1,KCA,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +steckdr01,2019,1,MIA,NL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stephro01,2019,1,CIN,NL,57,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +stevean01,2019,1,WAS,NL,30,30,4,11,1,1,0,0,0,1,6,11,0,1,0,0,1 +stewabr01,2019,1,LAN,NL,3,3,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0 +stewabr01,2019,2,TOR,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stewach02,2019,1,DET,AL,104,369,32,86,25,1,10,40,0,1,34,103,3,7,0,6,4 +stewadj01,2019,1,BAL,AL,44,126,15,30,6,0,4,15,1,2,14,26,1,1,0,1,3 +stewako01,2019,1,MIN,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stjohlo01,2019,1,TEX,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stockro01,2019,1,SDN,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +storytr01,2019,1,COL,NL,145,588,111,173,38,5,35,85,23,8,58,174,0,7,0,3,3 +strahma01,2019,1,SDN,NL,47,21,1,6,2,0,0,1,0,0,2,12,0,0,4,0,0 +straida01,2019,1,BAL,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +strasst01,2019,1,WAS,NL,34,72,4,12,1,0,1,10,0,0,3,25,0,0,5,0,0 +stratch01,2019,1,LAA,AL,7,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1 +stratch01,2019,2,PIT,NL,28,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +strawmy01,2019,1,HOU,AL,56,108,27,29,4,2,0,7,8,1,19,24,0,0,1,0,2 +strichu01,2019,1,SEA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +strichu01,2019,2,WAS,NL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stripro01,2019,1,LAN,NL,32,20,1,3,0,0,0,1,0,0,2,7,0,0,2,0,1 +stromma01,2019,1,TOR,AL,21,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +stromma01,2019,2,NYN,NL,11,21,2,1,0,0,0,0,0,0,0,11,0,0,2,0,1 +stroppe01,2019,1,CHN,NL,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stubbga01,2019,1,HOU,AL,19,35,8,7,3,0,0,2,1,0,4,7,0,0,0,0,1 +stumpda01,2019,1,DET,AL,48,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +suarean01,2019,1,SFN,NL,21,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +suareeu01,2019,1,CIN,NL,159,575,87,156,22,2,49,103,3,2,70,189,4,11,0,6,12 +suarejo01,2019,1,LAA,AL,19,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +suarera01,2019,1,PHI,NL,37,4,0,1,0,0,0,0,0,0,0,2,0,0,1,0,0 +sucreje01,2019,1,BAL,AL,21,62,3,13,2,0,0,3,0,0,4,13,0,1,0,0,1 +suerowa01,2019,1,WAS,NL,78,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +sulseco01,2019,1,TBA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +suterbr01,2019,1,MIL,NL,9,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +suzukic01,2019,1,SEA,AL,2,5,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +suzukku01,2019,1,WAS,NL,85,280,37,74,11,0,17,63,0,1,20,36,1,6,0,3,10 +swansda01,2019,1,ATL,NL,127,483,77,121,26,3,17,65,10,5,51,124,2,5,1,5,7 +swanser01,2019,1,SEA,AL,27,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +swarzan01,2019,1,SEA,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +swarzan01,2019,2,ATL,NL,44,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +swihabl01,2019,1,BOS,AL,12,26,4,6,1,0,1,4,0,0,2,7,0,1,0,0,0 +swihabl01,2019,2,ARI,NL,31,66,9,9,0,0,3,9,0,0,4,29,0,0,0,0,2 +syndeno01,2019,1,NYN,NL,32,65,6,6,1,0,2,2,0,0,3,47,0,0,1,0,1 +taillja01,2019,1,PIT,NL,7,8,0,2,0,0,0,0,0,0,0,3,0,0,3,0,0 +tanakma01,2019,1,NYA,AL,32,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tapiara01,2019,1,COL,NL,138,426,54,117,23,5,9,44,9,3,21,100,0,0,0,0,2 +tarplst01,2019,1,NYA,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tatedi01,2019,1,BAL,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tatisfe02,2019,1,SDN,NL,84,334,61,106,13,6,22,53,16,6,30,110,1,5,0,3,4 +tauchmi01,2019,1,NYA,AL,87,260,46,72,18,1,13,47,6,0,34,71,0,1,0,1,9 +taylobe04,2019,1,OAK,AL,9,22,3,4,0,0,2,2,0,0,4,6,0,1,0,0,0 +taylobe04,2019,2,TOR,AL,1,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +taylobe04,2019,3,OAK,AL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tayloch03,2019,1,LAN,NL,124,366,52,96,29,4,12,52,8,0,37,115,3,4,2,5,6 +taylojo02,2019,1,BOS,AL,52,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +taylomi02,2019,1,WAS,NL,53,88,10,22,7,0,1,3,6,0,7,34,0,0,2,0,0 +tayloty01,2019,1,MIL,NL,15,10,1,4,2,0,0,1,0,0,1,1,0,1,0,0,0 +teherju01,2019,1,ATL,NL,35,55,1,6,1,0,0,4,0,0,0,24,0,0,4,1,0 +tejadru01,2019,1,NYN,NL,6,9,1,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +tellero01,2019,1,TOR,AL,111,370,49,84,19,0,21,54,1,1,29,116,3,7,0,3,9 +teperry01,2019,1,TOR,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thaisma01,2019,1,LAA,AL,53,147,17,31,7,0,8,23,0,0,17,52,0,0,0,0,4 +thameer01,2019,1,MIL,NL,149,396,67,98,23,2,25,61,3,2,51,140,4,10,0,2,0 +thomala02,2019,1,SLN,NL,34,38,6,12,0,1,4,12,1,1,4,8,0,2,0,0,1 +thorntr01,2019,1,TOR,AL,32,3,2,2,0,0,0,0,0,0,0,0,0,0,0,0,0 +thornty01,2019,1,BOS,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thorple01,2019,1,MIN,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tilsoch01,2019,1,CHA,AL,54,144,16,33,5,0,1,12,4,0,10,38,1,3,0,0,1 +tinocje01,2019,1,COL,NL,24,5,1,1,0,0,0,0,0,0,0,4,0,0,1,0,0 +tomasya01,2019,1,ARI,NL,4,6,0,0,0,0,0,0,0,0,0,3,0,0,0,0,1 +tomlijo01,2019,1,ATL,NL,51,6,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +toroab01,2019,1,HOU,AL,25,78,13,17,3,2,2,9,1,1,9,19,0,1,0,1,2 +torreca01,2019,1,DET,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +torregl01,2019,1,NYA,AL,144,546,96,152,26,0,38,90,5,2,48,129,3,3,1,6,10 +torrelu01,2019,1,SDN,NL,7,14,2,3,1,0,0,0,0,0,2,6,0,0,0,0,1 +torrero01,2019,1,MIN,AL,7,16,3,3,0,0,0,1,1,0,0,3,0,1,0,0,0 +toussto01,2019,1,ATL,NL,24,9,0,0,0,0,0,0,0,0,0,7,0,0,1,0,0 +tovarwi01,2019,1,LAA,AL,31,83,5,16,5,0,0,5,0,0,5,15,0,0,0,0,0 +travisa01,2019,1,BOS,AL,59,144,17,31,4,1,6,16,2,0,11,36,2,1,0,1,6 +treinbl01,2019,1,OAK,AL,57,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +trevijo01,2019,1,TEX,AL,40,120,18,31,9,0,2,13,0,0,3,27,0,0,1,2,6 +trivilo01,2019,1,OAK,AL,61,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tropeni01,2019,1,LAA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +troutmi01,2019,1,LAA,AL,134,470,110,137,27,2,45,104,11,2,110,120,14,16,0,4,5 +trumbma01,2019,1,BAL,AL,12,29,1,5,3,0,0,3,0,0,2,5,0,0,0,0,2 +tuckeco01,2019,1,PIT,NL,56,147,16,31,10,3,2,13,0,0,10,40,1,1,1,0,2 +tuckeky01,2019,1,HOU,AL,22,67,15,18,6,0,4,11,5,0,4,20,1,1,0,0,1 +tuivasa01,2019,1,SEA,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tulowtr01,2019,1,NYA,AL,5,11,1,2,1,0,1,1,0,0,2,4,0,0,0,0,1 +turnbsp01,2019,1,DET,AL,30,8,1,0,0,0,0,0,0,0,0,7,0,0,0,0,0 +turneju01,2019,1,LAN,NL,135,479,80,139,24,0,27,67,2,0,51,88,1,14,0,5,11 +turnetr01,2019,1,WAS,NL,122,521,96,155,37,5,19,57,35,5,43,113,2,3,0,2,10 +underdu01,2019,1,CHN,NL,12,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +uptonju01,2019,1,LAA,AL,63,219,34,47,8,0,12,40,1,1,32,78,0,0,0,5,5 +urenajo01,2019,1,MIA,NL,25,19,1,0,0,0,0,0,0,0,1,14,0,0,2,0,1 +urenari01,2019,1,TOR,AL,30,74,4,18,6,0,0,4,0,0,2,23,0,1,3,0,0 +uriasju01,2019,1,LAN,NL,37,12,0,3,0,0,0,2,0,0,1,4,0,0,5,0,0 +uriaslu01,2019,1,SDN,NL,71,215,27,48,8,1,4,24,0,1,25,56,0,9,0,0,8 +urquijo01,2019,1,HOU,AL,9,4,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +urshegi01,2019,1,NYA,AL,132,442,73,139,34,0,21,74,1,1,25,87,1,5,0,4,13 +valaipa01,2019,1,COL,NL,40,79,11,15,5,1,1,4,0,0,7,34,0,0,0,0,1 +valdefr01,2019,1,HOU,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +valdeph01,2019,1,TEX,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +valerbr01,2019,1,NYA,AL,12,32,5,7,1,1,0,3,0,0,4,5,0,1,0,0,0 +valerbr01,2019,2,TOR,AL,5,15,2,4,1,0,1,3,0,0,0,2,0,0,0,0,1 +vanmejo01,2019,1,CIN,NL,95,228,33,54,13,1,8,23,9,3,29,56,0,2,0,1,5 +vargail01,2019,1,ARI,NL,92,201,25,54,9,1,6,24,1,0,9,24,0,0,0,1,6 +vargaja01,2019,1,NYN,NL,19,28,0,2,0,0,0,0,0,0,0,16,0,0,3,0,1 +vargaja01,2019,2,PHI,NL,11,12,0,1,0,0,0,0,0,0,0,6,0,0,2,0,0 +vasquan02,2019,1,MIN,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vazquch01,2019,1,BOS,AL,138,482,66,133,26,1,23,72,4,2,33,101,3,0,3,3,17 +velasvi01,2019,1,PHI,NL,35,30,2,7,0,0,1,3,0,0,2,9,0,0,4,0,1 +velazan01,2019,1,TBA,AL,10,12,2,1,1,0,0,0,0,0,0,6,0,0,0,0,0 +velazan01,2019,2,CLE,AL,5,11,1,1,1,0,0,0,1,0,1,7,0,0,0,0,0 +velazhe01,2019,1,BOS,AL,34,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +vendipa01,2019,1,SFN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ventejo01,2019,1,ATL,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ventejo01,2019,2,WAS,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +verdual01,2019,1,LAN,NL,106,343,43,101,22,2,12,44,4,1,26,49,1,2,0,6,8 +verhadr01,2019,1,DET,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +verlaju01,2019,1,HOU,AL,34,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1 +vieirth01,2019,1,CHA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +villajo01,2019,1,BAL,AL,162,642,111,176,33,5,24,73,40,9,61,176,0,4,2,4,8 +vilorme01,2019,1,KCA,AL,42,133,7,28,7,0,1,15,0,1,10,44,0,0,1,4,4 +vinceni01,2019,1,SFN,NL,18,3,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0 +vinceni01,2019,2,PHI,NL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vizcaar01,2019,1,ATL,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vogelda01,2019,1,SEA,AL,144,462,73,96,17,0,30,76,0,0,92,149,2,2,0,2,4 +vogtst01,2019,1,SFN,NL,99,255,30,67,24,2,10,40,3,1,20,66,1,1,0,4,1 +voitlu01,2019,1,NYA,AL,118,429,72,113,21,1,21,62,0,0,71,142,2,9,0,1,12 +volqued01,2019,1,TEX,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vothau01,2019,1,WAS,NL,9,9,0,1,0,0,0,1,0,0,0,3,0,0,1,0,0 +vottojo01,2019,1,CIN,NL,142,525,79,137,32,1,15,47,5,0,76,123,2,4,0,3,14 +wachami01,2019,1,SLN,NL,29,36,3,6,1,0,0,3,0,0,0,21,0,0,3,0,0 +wadela01,2019,1,MIN,AL,26,56,10,11,2,1,2,5,0,1,11,9,0,2,0,0,0 +wadety01,2019,1,NYA,AL,43,94,16,23,3,1,2,11,7,0,11,28,0,1,2,0,0 +wagueja01,2019,1,TOR,AL,16,2,0,0,0,0,0,0,0,0,1,2,0,0,0,0,0 +wainwad01,2019,1,SLN,NL,31,50,6,8,3,0,0,2,0,0,2,20,0,0,6,1,0 +waldema01,2019,1,BOS,AL,70,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +waldimi01,2019,1,PHI,NL,2,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +walkech02,2019,1,ARI,NL,152,529,86,137,26,1,29,73,8,1,67,155,6,6,0,1,11 +walkeje02,2019,1,ATL,NL,6,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +walkene01,2019,1,MIA,NL,115,337,37,88,19,1,8,38,3,0,42,77,1,1,0,1,8 +walketa01,2019,1,ARI,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wallach01,2019,1,MIA,NL,19,48,4,12,3,0,1,3,0,0,6,12,0,0,0,0,0 +walshja01,2019,1,LAA,AL,34,79,6,16,5,1,1,5,0,0,6,35,1,2,0,0,0 +waltodo01,2019,1,SEA,AL,7,16,2,3,0,0,0,2,0,1,3,5,0,0,0,0,0 +wangwe01,2019,1,OAK,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wangwe01,2019,2,PIT,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wardta01,2019,1,LAA,AL,20,42,4,8,3,0,1,2,0,0,6,23,0,0,0,0,1 +warread01,2019,1,SDN,NL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +warrear01,2019,1,SEA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +watsoto01,2019,1,SFN,NL,60,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +weavelu01,2019,1,ARI,NL,13,19,2,2,0,0,1,4,0,0,0,11,0,0,1,1,0 +webbja01,2019,1,ATL,NL,36,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +webblo01,2019,1,SFN,NL,9,9,0,1,0,0,0,0,0,0,1,2,0,0,1,0,1 +webbty01,2019,1,SLN,NL,65,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +weberry01,2019,1,BOS,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +webstal01,2019,1,CHN,NL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wendejb01,2019,1,OAK,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wendljo01,2019,1,TBA,AL,75,238,32,55,13,2,3,19,8,3,14,47,0,8,0,3,4 +wheelza01,2019,1,NYN,NL,31,57,5,12,2,0,1,6,0,0,2,19,0,2,3,0,0 +whitety01,2019,1,HOU,AL,71,218,16,49,14,0,3,21,0,0,32,74,0,0,0,3,7 +whitety01,2019,2,LAN,NL,12,22,2,1,0,0,0,2,0,0,4,4,0,0,0,0,0 +wickro01,2019,1,CHN,NL,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wieckbr01,2019,1,SDN,NL,30,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +wieckbr01,2019,2,CHN,NL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wietema01,2019,1,SLN,NL,67,168,15,36,4,0,11,27,1,1,12,47,0,1,0,2,3 +wilkeaa01,2019,1,MIL,NL,8,3,1,1,0,0,1,2,0,0,0,1,0,0,0,0,0 +wilkest01,2019,1,BAL,AL,119,329,41,74,18,2,10,35,3,3,22,108,0,7,1,2,5 +williau01,2019,1,WAS,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +willide03,2019,1,MIL,NL,13,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +willima07,2019,1,BAL,AL,11,30,4,8,1,0,0,2,1,0,3,6,0,0,0,1,0 +willima08,2019,1,SFN,NL,15,51,3,6,1,0,1,7,2,0,5,18,0,1,0,0,2 +willima08,2019,2,SEA,AL,25,77,10,14,0,0,3,10,0,1,9,26,0,1,0,0,1 +willini01,2019,1,PHI,NL,67,106,9,16,4,0,2,5,0,0,4,43,0,2,0,0,1 +willita01,2019,1,MIL,NL,12,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +willitr01,2019,1,PIT,NL,26,36,2,6,0,0,0,4,0,0,2,17,0,0,6,0,0 +wilsoal01,2019,1,MIL,NL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wilsobo02,2019,1,DET,AL,15,44,2,4,1,0,0,2,0,0,2,11,0,0,1,0,1 +wilsobr02,2019,1,ATL,NL,6,9,0,2,0,0,0,0,0,0,0,6,0,0,0,0,0 +wilsoju10,2019,1,NYN,NL,45,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wingetr01,2019,1,SDN,NL,51,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +winkeje01,2019,1,CIN,NL,113,338,51,91,17,2,16,38,0,2,38,60,2,8,0,0,10 +winklda01,2019,1,ATL,NL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +wisdopa01,2019,1,TEX,AL,9,26,1,4,1,0,0,1,0,0,1,15,0,0,1,0,0 +wislema01,2019,1,SDN,NL,21,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wislema01,2019,2,SEA,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wittgni01,2019,1,CLE,AL,55,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wojcias01,2019,1,BAL,AL,17,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +wolteto01,2019,1,COL,NL,121,359,42,94,17,2,1,42,0,1,36,68,5,8,2,6,9 +wongke01,2019,1,TBA,AL,6,14,1,3,0,0,0,0,0,1,0,5,0,0,0,0,0 +wongke01,2019,2,LAA,AL,1,4,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +wongko01,2019,1,SLN,NL,148,478,61,136,25,4,11,59,24,4,47,83,5,13,6,5,2 +woodal02,2019,1,CIN,NL,7,9,0,2,0,0,0,0,0,0,0,5,0,0,3,0,0 +woodhu01,2019,1,TBA,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +woodhu01,2019,2,CLE,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +woodrbr01,2019,1,MIL,NL,27,45,1,12,4,0,0,4,0,0,1,20,0,0,3,0,0 +workmbr01,2019,1,BOS,AL,73,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wothema01,2019,1,BAL,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wrighky01,2019,1,ATL,NL,7,6,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0 +wrighmi01,2019,1,BAL,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wrighmi01,2019,2,SEA,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wrighst01,2019,1,BOS,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wynnsau01,2019,1,BAL,AL,28,70,8,15,1,0,1,5,0,0,3,14,0,0,1,0,2 +yacabji01,2019,1,BAL,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +yamamjo01,2019,1,MIA,NL,16,21,0,1,0,0,0,1,0,0,1,9,0,0,4,0,1 +yarbrry01,2019,1,TBA,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +yardler01,2019,1,SDN,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +yastrmi01,2019,1,SFN,NL,107,371,64,101,22,3,21,55,2,4,32,107,1,4,1,3,4 +yateski01,2019,1,SDN,NL,60,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +yelicch01,2019,1,MIL,NL,130,489,100,161,29,3,44,97,30,2,80,118,16,8,0,3,8 +ynoaga01,2019,1,BAL,AL,36,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ynoahu01,2019,1,ATL,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +youngal01,2019,1,ARI,NL,17,25,1,1,0,0,0,0,0,0,0,18,0,0,0,0,0 +zagunma01,2019,1,CHN,NL,30,36,2,9,3,0,0,5,0,0,4,16,0,0,0,0,1 +zamorda01,2019,1,NYN,NL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +zavalse01,2019,1,CHA,AL,5,12,1,1,0,0,0,0,0,0,0,9,0,0,0,0,0 +zeuchtj01,2019,1,TOR,AL,5,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +zimmebr01,2019,1,CLE,AL,9,13,1,0,0,0,0,0,0,0,1,7,0,0,0,0,0 +zimmejo02,2019,1,DET,AL,23,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +zimmeky01,2019,1,KCA,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +zimmery01,2019,1,WAS,NL,52,171,20,44,9,0,6,27,0,0,17,39,0,0,0,2,4 +zobribe01,2019,1,CHN,NL,47,150,24,39,5,0,1,17,0,0,23,24,0,1,0,2,6 +zuninmi01,2019,1,TBA,AL,90,266,30,44,10,1,9,32,0,0,20,98,0,3,0,0,4 +abreual01,2020,1,NYA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +abreubr01,2020,1,HOU,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +abreujo02,2020,1,CHA,AL,60,240,43,76,15,0,19,60,0,0,18,59,1,3,0,1,10 +acunaro01,2020,1,ATL,NL,46,160,46,40,11,0,14,29,8,1,38,60,2,4,0,0,3 +adamewi01,2020,1,TBA,AL,54,185,29,48,15,1,8,23,2,1,20,74,0,0,0,0,4 +adamja01,2020,1,CHN,NL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +adamsau02,2020,1,SDN,NL,3,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +adamsch01,2020,1,KCA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +adamsma01,2020,1,ATL,NL,16,49,4,9,2,0,2,9,0,0,2,18,0,0,0,0,3 +adelljo01,2020,1,LAA,AL,38,124,9,20,4,0,3,7,0,1,7,55,0,1,0,0,3 +adriaeh01,2020,1,MIN,AL,44,89,10,17,7,0,0,3,1,0,11,23,0,1,0,0,3 +aguilje01,2020,1,MIA,NL,51,188,31,52,10,0,8,34,0,1,23,40,0,1,0,4,5 +ahmedni01,2020,1,ARI,NL,57,199,29,53,10,1,5,29,4,0,18,46,0,0,0,0,3 +akinke01,2020,1,BAL,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +akiyash01,2020,1,CIN,NL,54,155,16,38,6,1,0,9,7,3,25,34,0,2,0,0,1 +alberha01,2020,1,BAL,AL,54,219,35,62,15,0,3,22,3,0,5,30,0,3,2,2,6 +albieoz01,2020,1,ATL,NL,29,118,21,32,5,0,6,19,3,1,5,30,0,1,0,0,0 +alcaljo01,2020,1,MIN,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +alcansa01,2020,1,MIA,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +alcanse01,2020,1,DET,AL,10,21,2,3,0,1,1,1,0,0,2,4,0,0,0,0,0 +alexasc01,2020,1,LAN,NL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +alexaty01,2020,1,DET,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +alfarjo01,2020,1,MIA,NL,31,93,12,21,2,0,3,16,2,0,4,36,1,3,0,0,2 +alforan01,2020,1,TOR,AL,13,16,3,3,0,0,1,3,3,0,0,7,0,0,0,0,0 +alforan01,2020,2,PIT,NL,5,12,2,3,0,1,1,4,0,0,1,1,0,0,0,0,0 +allarko01,2020,1,TEX,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +allenau01,2020,1,OAK,AL,14,31,1,6,1,0,1,3,0,0,1,14,0,0,0,0,0 +allengr01,2020,1,CLE,AL,15,25,3,4,1,0,1,4,1,0,1,9,0,1,0,1,0 +allengr01,2020,2,SDN,NL,1,1,1,0,0,0,0,0,1,0,2,1,0,1,0,0,0 +allenlo01,2020,1,CLE,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +almonab01,2020,1,SDN,NL,7,11,0,1,0,0,0,0,1,1,2,4,0,0,0,0,0 +almonye01,2020,1,COL,NL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +almoral01,2020,1,CHN,NL,28,30,4,5,1,0,0,1,0,0,3,9,0,1,0,0,0 +alonspe01,2020,1,NYN,NL,57,208,31,48,6,0,16,35,1,0,24,61,4,6,0,1,4 +altavda01,2020,1,SEA,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +altavda01,2020,2,SDN,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +altuvjo01,2020,1,HOU,AL,48,192,32,42,9,0,5,18,2,3,17,39,0,1,0,0,5 +alvared01,2020,1,MIA,NL,12,37,6,7,1,0,0,2,2,0,3,16,0,1,0,0,0 +alvarjo02,2020,1,PHI,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +alvarjo03,2020,1,TBA,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +alvaryo01,2020,1,HOU,AL,2,8,2,2,0,0,1,4,0,0,0,1,0,1,0,0,1 +alzolad01,2020,1,CHN,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +anderbr04,2020,1,MIL,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +anderbr06,2020,1,MIA,NL,59,200,27,51,7,1,11,38,0,0,22,66,1,6,0,1,2 +anderch01,2020,1,TOR,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +anderdr02,2020,1,CHA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +anderia01,2020,1,ATL,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +anderni01,2020,1,TBA,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +andersh01,2020,1,SFN,NL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +anderti01,2020,1,CHA,AL,49,208,45,67,11,1,10,21,5,2,10,50,0,2,0,1,4 +anderty01,2020,1,SFN,NL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +andrima01,2020,1,LAA,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +andruel01,2020,1,TEX,AL,29,103,11,20,5,0,3,7,3,1,8,15,0,0,0,0,5 +andujmi01,2020,1,NYA,AL,21,62,5,15,2,1,1,5,0,0,3,9,0,0,0,0,1 +antonte01,2020,1,CIN,NL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +apostsh01,2020,1,TEX,AL,7,20,1,2,1,0,0,0,0,0,1,9,0,0,0,0,0 +aquinar01,2020,1,CIN,NL,23,47,7,8,1,0,2,8,1,0,6,18,0,3,0,0,1 +arauzjo01,2020,1,BOS,AL,25,72,8,18,2,0,1,9,0,0,8,21,0,0,0,0,0 +arciaor01,2020,1,MIL,NL,59,173,22,45,10,1,5,20,2,0,14,32,0,1,0,1,10 +arenano01,2020,1,COL,NL,48,182,23,46,9,0,8,26,0,0,15,20,3,0,0,4,7 +armstsh01,2020,1,BAL,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +arozara01,2020,1,TBA,AL,23,64,15,18,2,0,7,11,4,0,6,22,0,5,0,1,2 +arraelu01,2020,1,MIN,AL,32,112,16,36,9,0,0,13,0,0,8,11,0,0,0,1,2 +arrieja01,2020,1,PHI,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +arroych01,2020,1,CLE,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +arroych01,2020,2,BOS,AL,14,50,7,12,1,0,3,8,0,0,4,11,0,0,0,0,2 +astudwi01,2020,1,MIN,AL,8,16,4,4,1,0,1,3,0,0,0,2,0,0,0,0,0 +avilaal01,2020,1,MIN,AL,23,49,6,9,2,0,1,2,0,0,11,22,0,2,0,0,2 +avilalu01,2020,1,NYA,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bacusda01,2020,1,WAS,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +baderha01,2020,1,SLN,NL,50,106,21,24,7,2,4,11,3,1,13,40,0,5,0,1,2 +baezja01,2020,1,CHN,NL,59,222,27,45,9,1,8,24,3,0,7,75,0,4,0,2,8 +baezmi01,2020,1,SDN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +baezpe01,2020,1,LAN,NL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bailebr01,2020,1,HOU,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +baileho02,2020,1,MIN,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bandaan01,2020,1,TBA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +baragca01,2020,1,SFN,NL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bardda01,2020,1,COL,NL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bardlu01,2020,1,LAA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barlosc01,2020,1,KCA,AL,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barneau01,2020,1,LAN,NL,29,86,14,21,3,0,1,9,3,0,13,24,0,2,2,1,0 +barneja01,2020,1,LAA,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barnema01,2020,1,BOS,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barnhtu01,2020,1,CIN,NL,38,98,10,20,3,0,5,13,0,0,12,28,0,0,0,0,2 +barreaa01,2020,1,WAS,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +barrefr02,2020,1,OAK,AL,15,10,5,0,0,0,0,0,0,0,0,7,0,0,0,0,0 +barrefr02,2020,2,LAA,AL,6,17,0,2,0,0,0,2,1,0,0,8,0,1,0,0,0 +barrija01,2020,1,LAA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bartjo01,2020,1,SFN,NL,33,103,15,24,5,2,0,7,0,0,3,41,0,5,0,0,1 +basablu01,2020,1,SFN,NL,9,14,5,2,0,0,0,1,2,0,4,5,0,0,0,0,0 +bashlty01,2020,1,PIT,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bassan01,2020,1,TOR,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bassich01,2020,1,OAK,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bauertr01,2020,1,CIN,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +beaslje01,2020,1,ARI,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +beatyma01,2020,1,LAN,NL,21,50,8,11,1,0,2,5,0,0,2,14,0,2,0,0,3 +bednada01,2020,1,SDN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bedroca01,2020,1,LAA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +beeksja01,2020,1,TBA,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bellico01,2020,1,LAN,NL,56,213,33,51,10,0,12,30,6,1,30,42,2,0,0,0,4 +belljo02,2020,1,PIT,NL,57,195,22,44,3,0,8,22,0,0,22,59,4,2,0,4,3 +beltbr01,2020,1,SFN,NL,51,149,25,46,13,1,9,30,0,0,30,36,1,0,0,0,5 +bemboan01,2020,1,LAA,AL,21,48,9,10,1,0,3,5,0,1,7,13,0,2,2,1,0 +beninan01,2020,1,BOS,AL,14,39,4,4,1,0,0,1,1,2,11,17,0,1,1,0,1 +benjawe01,2020,1,TEX,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bergetr01,2020,1,TOR,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bergetr01,2020,2,ARI,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +berrijo01,2020,1,MIN,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bertijo01,2020,1,MIA,NL,39,120,21,31,5,0,2,14,9,2,23,37,0,3,2,1,1 +betande01,2020,1,NYN,NL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bettsmo01,2020,1,LAN,NL,55,219,47,64,9,1,16,39,10,2,24,38,1,2,0,1,2 +biagijo01,2020,1,HOU,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bichebo01,2020,1,TOR,AL,29,123,18,37,9,1,5,23,4,1,5,27,1,0,0,0,2 +bickfph01,2020,1,MIL,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +biddlje01,2020,1,CIN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +biebesh01,2020,1,CLE,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bielabr01,2020,1,HOU,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +biggica01,2020,1,TOR,AL,59,220,41,55,16,0,8,28,6,0,41,61,0,3,0,0,2 +bishobr01,2020,1,SEA,AL,12,30,2,5,2,0,0,4,1,0,2,10,0,1,1,0,0 +blackch02,2020,1,COL,NL,59,221,31,67,12,1,6,42,2,1,19,44,4,2,0,5,4 +blackpa01,2020,1,OAK,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +blackra01,2020,1,MIL,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +blanktr01,2020,1,MIN,AL,1,3,0,1,1,0,0,0,0,0,0,0,0,1,0,0,0 +bleieri01,2020,1,BAL,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bleieri01,2020,2,MIA,NL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +blewesc01,2020,1,KCA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bogaexa01,2020,1,BOS,AL,56,203,36,61,8,0,11,28,8,0,21,41,2,0,0,1,3 +bohmal01,2020,1,PHI,NL,44,160,24,54,11,0,4,23,1,1,16,36,0,2,0,2,4 +bolanro01,2020,1,KCA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bonifem01,2020,1,WAS,NL,3,3,1,0,0,0,0,0,0,1,0,2,0,0,0,0,0 +bonifjo01,2020,1,DET,AL,30,86,8,19,3,0,2,17,0,0,5,26,0,2,0,1,1 +borucry01,2020,1,TOR,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +boteda01,2020,1,CHN,NL,45,125,15,25,3,1,7,29,2,0,17,40,0,2,0,1,6 +bourqja01,2020,1,WAS,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +boxbebr01,2020,1,MIA,NL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +boydma01,2020,1,DET,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brachbr01,2020,1,NYN,NL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brachsi01,2020,1,ARI,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bradlar01,2020,1,ARI,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bradlar01,2020,2,CIN,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bradlja02,2020,1,BOS,AL,55,191,32,54,11,0,7,22,5,2,23,48,1,2,0,1,2 +brantmi02,2020,1,HOU,AL,46,170,24,51,15,0,5,22,2,0,17,28,0,0,0,0,3 +brantro01,2020,1,SFN,NL,1,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brasiry01,2020,1,BOS,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +braulst01,2020,1,PIT,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +braunry02,2020,1,MIL,NL,39,129,14,30,7,1,8,26,1,0,7,27,0,2,0,1,6 +braymbe01,2020,1,WAS,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bregmal01,2020,1,HOU,AL,42,153,19,37,12,1,6,22,0,0,24,26,1,2,0,1,2 +brennbr01,2020,1,SEA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +breweco01,2020,1,BOS,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +briceau01,2020,1,BOS,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bricejo01,2020,1,LAA,AL,2,5,0,1,0,0,0,0,0,0,1,1,0,0,0,0,0 +brighje01,2020,1,MIA,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brinsle01,2020,1,MIA,NL,47,106,14,24,6,0,3,12,4,0,6,30,0,0,0,0,2 +brittza01,2020,1,NYA,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brogdco01,2020,1,PHI,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brossmi01,2020,1,TBA,AL,37,86,12,26,5,1,5,12,2,0,8,31,0,3,0,1,1 +brothre01,2020,1,CHN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +brownse01,2020,1,OAK,AL,7,5,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0 +brubajt01,2020,1,PIT,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bruceja01,2020,1,PHI,NL,32,96,11,19,4,2,6,14,0,0,7,24,1,0,0,0,1 +bryankr01,2020,1,CHN,NL,34,131,20,27,5,1,4,11,0,0,12,40,0,4,0,0,1 +bubickr01,2020,1,KCA,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +buchtry01,2020,1,LAA,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +buehlwa01,2020,1,LAN,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bumgama01,2020,1,ARI,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bummeaa01,2020,1,CHA,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +bundydy01,2020,1,LAA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +burdini01,2020,1,PIT,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +burdiza01,2020,1,CHA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +burneco01,2020,1,MIL,NL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +burrobe01,2020,1,DET,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +buterdr01,2020,1,COL,NL,29,39,4,6,2,0,0,4,0,0,2,11,0,0,1,1,3 +buttrty01,2020,1,LAA,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +buxtoby01,2020,1,MIN,AL,39,130,19,33,3,0,13,27,2,1,2,36,0,1,0,2,2 +cabreas01,2020,1,WAS,NL,52,190,23,46,9,3,8,31,0,0,19,40,0,0,0,4,6 +cabrege01,2020,1,SLN,NL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cabremi01,2020,1,DET,AL,57,204,28,51,4,0,10,35,1,0,24,51,1,1,0,2,3 +cahiltr01,2020,1,SFN,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cainlo01,2020,1,MIL,NL,5,18,4,6,1,0,0,2,0,0,3,2,1,0,0,0,1 +calhoko01,2020,1,ARI,NL,54,190,35,43,9,0,16,40,1,1,28,50,0,6,0,4,6 +calhowi01,2020,1,TEX,AL,29,100,3,19,2,1,1,13,0,0,5,17,0,1,0,2,1 +camarjo01,2020,1,ATL,NL,35,120,16,24,8,0,4,9,0,0,6,35,0,1,0,0,1 +camerda01,2020,1,DET,AL,17,57,4,11,2,1,0,3,1,0,2,19,0,0,0,0,1 +campulu01,2020,1,SDN,NL,1,3,2,1,0,0,1,1,0,0,0,2,0,1,0,0,0 +candeje01,2020,1,DET,AL,52,185,30,55,11,3,7,29,1,1,20,49,0,1,0,0,3 +canhama01,2020,1,OAK,AL,59,191,32,47,12,2,5,33,4,0,37,54,1,10,0,5,2 +cannigr01,2020,1,LAA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +canoro01,2020,1,NYN,NL,49,171,23,54,9,0,10,30,0,0,9,24,1,1,0,1,7 +caratvi01,2020,1,CHN,NL,44,116,10,28,7,0,1,16,0,1,12,31,1,4,0,0,4 +carlsdy01,2020,1,SLN,NL,35,110,11,22,7,1,3,16,1,1,8,35,0,0,0,1,3 +carpema01,2020,1,SLN,NL,50,140,22,26,6,0,4,24,0,0,23,48,1,6,0,0,1 +carraca01,2020,1,CLE,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +carroco01,2020,1,BAL,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +casalcu01,2020,1,CIN,NL,31,76,10,17,3,0,6,8,2,0,14,29,0,3,0,0,2 +castada01,2020,1,MIA,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +castehu01,2020,1,HOU,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +casteni01,2020,1,CIN,NL,60,218,37,49,11,2,14,34,0,2,19,69,1,4,0,1,5 +castery01,2020,1,COL,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +castidi01,2020,1,TBA,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +castilu02,2020,1,CIN,NL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +castran02,2020,1,DET,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +castrha01,2020,1,DET,AL,22,49,6,17,4,0,0,3,0,0,5,11,0,0,0,0,1 +castrja01,2020,1,LAA,AL,18,52,5,10,4,0,2,6,0,0,10,23,0,0,0,0,1 +castrja01,2020,2,SDN,NL,9,28,3,5,5,0,0,3,0,0,2,10,0,0,0,0,1 +castrmi01,2020,1,BAL,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +castrmi01,2020,2,NYN,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +castrst01,2020,1,WAS,NL,16,60,9,16,3,1,2,4,0,0,3,13,0,0,0,0,0 +castrwi01,2020,1,DET,AL,36,129,21,45,4,2,6,24,0,1,7,38,0,1,1,2,0 +caveja01,2020,1,MIN,AL,42,113,17,25,3,2,4,15,0,2,5,44,0,5,0,0,0 +ceasedy01,2020,1,CHA,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cederbl01,2020,1,PIT,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cervefr01,2020,1,MIA,NL,16,53,10,13,2,0,3,7,1,0,8,14,0,1,0,0,3 +cespeyo01,2020,1,NYN,NL,8,31,3,5,1,0,2,4,0,0,2,15,0,1,0,0,1 +cessalu01,2020,1,NYA,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chacijh01,2020,1,ATL,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chafian01,2020,1,ARI,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chafian01,2020,2,CHN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +changyu01,2020,1,CLE,AL,10,11,1,2,0,0,0,1,0,0,2,4,0,0,0,0,2 +chapmar01,2020,1,NYA,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chapmma01,2020,1,OAK,AL,37,142,22,33,9,2,10,25,0,0,8,54,0,1,0,1,2 +chatwty01,2020,1,CHN,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chaveje01,2020,1,TEX,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chavimi01,2020,1,BOS,AL,42,146,16,31,5,2,5,19,3,0,8,50,0,2,0,2,6 +chiriro01,2020,1,TEX,AL,14,42,3,5,1,0,0,2,0,0,5,12,0,1,0,1,3 +chiriro01,2020,2,NYN,NL,12,32,1,7,2,0,1,5,0,0,1,9,0,0,0,0,2 +chiriyo01,2020,1,TBA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +chishja01,2020,1,MIA,NL,21,56,8,9,1,1,2,6,2,2,5,19,0,1,0,0,0 +choiji01,2020,1,TBA,AL,42,122,16,28,13,0,3,16,0,0,20,36,2,0,0,3,1 +choosh01,2020,1,TEX,AL,33,110,13,26,3,0,5,15,6,2,13,33,1,2,0,2,1 +cimbead01,2020,1,CLE,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cishest01,2020,1,CHA,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cisnejo01,2020,1,DET,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +civalaa01,2020,1,CLE,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clarkta01,2020,1,ARI,NL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +claudal01,2020,1,MIL,NL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cleavga01,2020,1,PHI,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clevimi01,2020,1,CLE,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clevimi01,2020,2,SDN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +clippty01,2020,1,MIN,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cobbal01,2020,1,BAL,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +codyky01,2020,1,TEX,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +coleaj01,2020,1,TOR,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +colege01,2020,1,NYA,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +colined01,2020,1,MIN,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +colliza01,2020,1,CHA,AL,9,16,1,1,1,0,0,0,0,0,2,5,0,0,0,0,0 +colomal01,2020,1,CHA,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +colonch01,2020,1,CIN,NL,11,23,3,3,1,0,0,2,1,0,1,3,0,0,0,0,1 +confomi01,2020,1,NYN,NL,54,202,40,65,12,0,9,31,3,3,24,57,0,7,0,0,6 +contrwi01,2020,1,CHN,NL,57,189,37,46,10,0,7,26,1,2,20,57,1,14,0,2,6 +contrwi02,2020,1,ATL,NL,4,10,0,4,1,0,0,1,0,0,0,4,0,0,0,0,0 +coonrsa01,2020,1,SFN,NL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +coopega03,2020,1,MIA,NL,34,120,20,34,8,0,6,20,0,0,11,31,0,2,0,0,5 +corbipa01,2020,1,WAS,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cordefr02,2020,1,KCA,AL,16,38,7,8,3,0,2,7,1,0,4,4,0,0,0,0,1 +cordeji01,2020,1,CHA,AL,30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cordery01,2020,1,NYN,NL,5,8,0,1,0,0,0,0,1,0,0,3,0,0,0,0,0 +correca01,2020,1,HOU,AL,58,201,22,53,9,0,5,25,0,0,16,49,2,3,0,1,4 +cortene01,2020,1,SEA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +couloda01,2020,1,MIN,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +coveydy01,2020,1,BOS,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +craigwi01,2020,1,PIT,NL,2,4,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +crawfbr01,2020,1,SFN,NL,54,172,26,44,12,0,8,28,1,2,15,47,2,4,0,2,3 +crawfjp01,2020,1,SEA,AL,53,204,33,52,7,2,2,24,6,3,23,39,0,3,0,2,4 +crichst01,2020,1,ARI,NL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +crickky01,2020,1,PIT,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +crismna01,2020,1,SLN,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +crochga01,2020,1,CHA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +croncj01,2020,1,DET,AL,13,42,9,8,3,0,4,8,0,0,9,16,0,1,0,0,2 +croneja01,2020,1,SDN,NL,54,172,26,49,15,3,4,20,3,1,18,30,0,1,0,1,4 +cronke01,2020,1,ARI,NL,8,17,0,0,0,0,0,0,0,0,1,7,0,2,0,0,0 +crowewi01,2020,1,WAS,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cruzje01,2020,1,SLN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cruzne02,2020,1,MIN,AL,53,185,33,56,6,0,16,33,0,0,25,58,5,4,0,0,8 +cuetojo01,2020,1,SFN,NL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +culbech01,2020,1,ATL,NL,10,7,2,1,1,0,0,1,0,0,0,4,0,0,0,0,0 +curtijo02,2020,1,TBA,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +cuthbch01,2020,1,CHA,AL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dahlda01,2020,1,COL,NL,24,93,9,17,2,2,0,9,1,0,4,28,0,1,0,1,0 +dalbebo01,2020,1,BOS,AL,23,80,13,21,3,0,8,16,0,0,10,39,0,2,0,0,0 +darnatr01,2020,1,ATL,NL,44,165,19,53,8,0,9,34,1,0,16,50,0,2,0,1,8 +darviyu01,2020,1,CHN,NL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +davidma02,2020,1,CIN,NL,22,43,3,7,1,0,3,11,0,0,4,13,0,0,0,0,2 +davidtu01,2020,1,ATL,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +davieza01,2020,1,SDN,NL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +davisau01,2020,1,PHI,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +davisau01,2020,2,PIT,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +davisch02,2020,1,BAL,AL,16,52,3,6,3,0,0,1,0,0,3,17,0,0,0,0,0 +davisja03,2020,1,SFN,NL,4,12,2,2,0,0,1,1,0,0,0,6,0,0,0,0,0 +davisjd01,2020,1,NYN,NL,56,190,26,47,9,0,6,19,0,0,31,56,1,7,0,1,8 +davisjo05,2020,1,TOR,AL,13,27,4,7,2,0,1,6,1,0,3,11,0,2,0,1,1 +daviskh01,2020,1,OAK,AL,30,85,9,17,5,0,2,10,0,0,10,26,0,3,0,1,5 +daviswa01,2020,1,COL,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +daytogr01,2020,1,ATL,NL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +deanau01,2020,1,SLN,NL,3,4,1,1,1,0,0,0,0,0,3,2,0,0,0,0,0 +degroja01,2020,1,NYN,NL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dejonch01,2020,1,HOU,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dejonpa01,2020,1,SLN,NL,45,152,17,38,6,0,3,25,1,0,17,50,0,1,0,4,4 +deleojo03,2020,1,CIN,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +delmoni01,2020,1,CHA,AL,6,20,0,3,0,0,0,3,0,0,2,2,0,0,0,0,2 +delpomi01,2020,1,PIT,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +demertr01,2020,1,DET,AL,18,29,5,5,1,0,0,4,0,0,3,14,0,1,0,0,0 +dermoma01,2020,1,CHN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +desclan01,2020,1,CIN,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +deshide02,2020,1,CLE,AL,37,107,10,27,3,2,0,7,3,2,9,29,0,0,4,0,0 +detwiro01,2020,1,CHA,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +devench02,2020,1,HOU,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +deverra01,2020,1,BOS,AL,57,232,32,61,16,1,11,43,0,0,13,67,0,3,0,0,8 +diazal02,2020,1,HOU,AL,17,58,8,14,5,0,3,6,0,0,1,12,0,0,0,0,1 +diazed04,2020,1,NYN,NL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +diazel01,2020,1,COL,NL,26,68,4,16,2,0,2,9,0,0,5,15,0,0,0,0,4 +diazis01,2020,1,MIA,NL,7,22,3,4,0,0,0,1,0,0,0,7,0,0,0,0,0 +diazja01,2020,1,COL,NL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +diazle01,2020,1,MIA,NL,14,39,2,6,2,0,0,3,0,0,2,12,0,0,0,0,2 +diazya01,2020,1,TBA,AL,34,114,16,35,3,0,2,11,0,0,23,17,1,1,0,0,6 +dickeal01,2020,1,SFN,NL,52,151,28,45,10,1,10,27,0,0,16,30,2,2,0,1,5 +dickeco01,2020,1,MIA,NL,52,194,25,50,5,1,7,17,1,1,15,35,1,0,0,0,5 +diehlph01,2020,1,COL,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +diekmja01,2020,1,OAK,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dietrde01,2020,1,TEX,AL,25,61,9,12,1,0,5,8,1,1,9,21,0,5,0,0,4 +difowi01,2020,1,WAS,NL,12,14,1,1,0,0,0,1,0,0,3,4,0,0,0,1,0 +dixonbr01,2020,1,DET,AL,5,13,0,1,1,0,0,2,0,0,1,4,0,0,0,0,1 +dobnara01,2020,1,MIN,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dolisra01,2020,1,TOR,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +donaljo02,2020,1,MIN,AL,28,81,14,18,2,0,6,11,0,0,18,24,1,2,0,1,4 +doolise01,2020,1,WAS,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +doyleto01,2020,1,COL,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +doziebr01,2020,1,NYN,NL,7,15,1,2,0,0,0,0,0,0,1,5,0,0,0,0,1 +doziehu01,2020,1,KCA,AL,44,158,29,36,4,2,6,12,4,0,27,48,0,1,0,0,3 +drakeol01,2020,1,TBA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +drurybr01,2020,1,TOR,AL,21,46,3,7,1,0,0,1,0,0,2,9,0,0,0,1,0 +dubonma01,2020,1,SFN,NL,54,157,21,43,4,1,4,19,2,3,15,36,0,1,1,2,4 +duffety01,2020,1,MIN,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +duffyda01,2020,1,KCA,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +duggast01,2020,1,SFN,NL,21,34,3,6,2,0,0,3,1,0,1,11,0,1,0,0,1 +duggero01,2020,1,MIA,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dunnida01,2020,1,CHA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +dunnju01,2020,1,SEA,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +duvalad01,2020,1,ATL,NL,57,190,34,45,8,0,16,33,0,0,15,54,0,3,0,1,2 +dysonja01,2020,1,PIT,NL,21,51,6,8,0,0,0,5,4,0,4,10,0,0,0,0,0 +dysonja01,2020,2,CHA,AL,11,10,3,3,0,0,0,0,2,0,0,1,0,0,1,0,0 +eatonad02,2020,1,WAS,NL,41,159,22,36,11,1,4,17,3,0,12,32,1,1,4,0,4 +edmanto01,2020,1,SLN,NL,55,204,29,51,7,1,5,26,2,4,16,48,0,5,0,2,5 +edwarca01,2020,1,SEA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +eflinza01,2020,1,PHI,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +eibnebr01,2020,1,MIA,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +elledse01,2020,1,SLN,NL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +encared01,2020,1,CHA,AL,44,159,19,25,5,0,10,19,0,0,16,54,0,4,0,1,3 +engelad01,2020,1,CHA,AL,36,88,11,26,5,1,3,12,1,0,3,19,0,2,0,0,1 +eovalna01,2020,1,BOS,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +erlinro01,2020,1,PIT,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +erlinro01,2020,2,ATL,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ervinph01,2020,1,CIN,NL,19,35,5,3,0,0,0,0,1,0,6,8,0,1,0,0,1 +ervinph01,2020,2,SEA,AL,18,39,5,8,3,0,0,4,0,0,8,14,0,0,0,0,1 +escobed01,2020,1,ARI,NL,54,203,22,43,7,3,4,20,1,0,15,41,4,2,0,2,5 +eshelto01,2020,1,BAL,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +espinpa01,2020,1,WAS,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +espinsa01,2020,1,TOR,AL,27,60,10,16,4,0,0,6,1,0,4,16,0,0,1,1,1 +estevca01,2020,1,COL,NL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +estrath01,2020,1,NYA,AL,26,48,8,8,0,0,1,3,1,0,1,19,0,3,0,0,0 +evansde01,2020,1,TEX,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +evansph01,2020,1,PIT,NL,11,39,6,14,2,0,1,9,0,1,5,7,0,1,0,0,1 +fairbpe01,2020,1,TBA,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +familje01,2020,1,NYN,NL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +farmebu01,2020,1,DET,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +farmeky01,2020,1,CIN,NL,32,64,4,17,3,0,0,4,1,0,5,13,0,1,0,0,0 +farrelu01,2020,1,TEX,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +feddeer01,2020,1,WAS,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +felizmi01,2020,1,PIT,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ferguca01,2020,1,LAN,NL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fernaju01,2020,1,SLN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +feyerjo01,2020,1,MIL,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fiersmi01,2020,1,OAK,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +finneky01,2020,1,WAS,NL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fishede01,2020,1,TOR,AL,16,31,5,7,2,1,1,7,0,1,7,11,0,0,0,1,0 +flaheja01,2020,1,SLN,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +flemijo01,2020,1,TBA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fletcaa01,2020,1,SEA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fletcda02,2020,1,LAA,AL,49,207,31,66,13,0,3,18,2,1,20,25,0,0,1,2,4 +florebe01,2020,1,CHA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +florewi01,2020,1,SFN,NL,55,198,30,53,11,1,12,32,1,0,13,36,1,1,0,1,5 +flories01,2020,1,NYA,AL,1,3,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +florody01,2020,1,LAN,NL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +flowety01,2020,1,ATL,NL,22,69,5,15,6,0,1,5,0,0,8,34,0,3,0,0,1 +foltymi01,2020,1,ATL,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fontwi01,2020,1,TOR,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fordmi01,2020,1,NYA,AL,29,74,5,10,4,0,2,11,0,0,7,16,0,2,0,1,4 +forsylo01,2020,1,MIA,NL,13,34,2,4,1,0,1,2,0,0,4,12,0,0,0,0,0 +fostema01,2020,1,CHA,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fowlede01,2020,1,SLN,NL,31,90,14,21,2,0,4,15,1,1,10,28,0,1,0,0,2 +fraleja01,2020,1,SEA,AL,7,26,3,4,1,1,0,0,2,1,2,11,0,1,0,0,0 +francma02,2020,1,KCA,AL,60,223,23,62,16,0,8,38,1,0,16,38,1,0,0,4,4 +francty01,2020,1,SDN,NL,20,55,9,17,4,0,2,10,0,0,5,15,0,1,0,0,1 +francty01,2020,2,SEA,AL,23,86,10,26,5,1,2,13,0,0,6,22,0,2,0,0,2 +frankse01,2020,1,SEA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fraziad01,2020,1,PIT,NL,58,209,22,48,7,0,7,23,1,3,17,35,0,3,1,0,3 +frazicl01,2020,1,NYA,AL,39,131,24,35,6,1,8,26,3,0,25,44,0,3,0,1,5 +frazito01,2020,1,TEX,AL,31,108,11,26,7,1,2,7,1,1,10,26,0,3,0,0,0 +frazito01,2020,2,NYN,NL,14,49,5,11,2,0,2,5,0,0,1,16,0,1,0,0,1 +freelky01,2020,1,COL,NL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +freemfr01,2020,1,ATL,NL,60,214,51,73,23,1,13,53,2,0,45,37,7,3,0,0,6 +freemmi01,2020,1,CLE,AL,24,38,5,9,3,0,0,3,0,0,3,11,0,1,0,1,0 +freemsa01,2020,1,WAS,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +friedma01,2020,1,ATL,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fryja01,2020,1,CHA,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +frypa01,2020,1,BAL,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fuentjo01,2020,1,COL,NL,30,98,14,30,7,0,2,17,1,0,2,29,0,1,0,2,1 +fulmeca01,2020,1,DET,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fulmeca01,2020,2,BAL,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +fulmemi01,2020,1,DET,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +funkhky01,2020,1,DET,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gallaca01,2020,1,KCA,AL,25,53,10,15,5,0,1,3,0,0,6,11,0,0,1,0,0 +gallegi01,2020,1,SLN,NL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +galleza01,2020,1,ARI,NL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gallojo01,2020,1,TEX,AL,57,193,23,35,8,0,10,26,2,0,29,79,2,4,0,0,0 +galvifr01,2020,1,CIN,NL,47,141,18,31,5,0,7,16,1,1,13,30,0,5,0,0,5 +gamelbe01,2020,1,MIL,NL,40,114,13,27,8,1,3,10,0,2,13,39,0,0,0,0,4 +gantjo01,2020,1,SLN,NL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +garciad02,2020,1,TEX,AL,3,6,0,0,0,0,0,0,0,0,1,4,0,0,0,0,0 +garciav01,2020,1,MIL,NL,53,181,20,43,10,0,2,15,1,3,20,49,2,6,0,0,2 +garcibr01,2020,1,DET,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +garcide01,2020,1,NYA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +garcied01,2020,1,TBA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +garcigr01,2020,1,SDN,NL,35,60,6,12,3,0,0,11,1,0,7,18,0,0,3,1,0 +garcija04,2020,1,SFN,NL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +garcijo02,2020,1,CIN,NL,24,67,4,13,0,0,0,2,1,1,1,26,0,0,0,0,1 +garcile02,2020,1,CHA,AL,16,59,6,16,1,0,3,8,0,0,4,9,0,0,0,0,0 +garcilu03,2020,1,TEX,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +garcilu04,2020,1,WAS,NL,40,134,18,37,6,0,2,16,1,1,5,29,0,0,0,0,3 +garcilu05,2020,1,HOU,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +garciri01,2020,1,SFN,NL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +garciro03,2020,1,DET,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +garciyi01,2020,1,MIA,NL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gardnbr01,2020,1,NYA,AL,49,130,20,29,5,1,5,15,3,3,26,35,0,1,0,1,0 +garliky01,2020,1,PHI,NL,12,22,0,3,1,0,0,3,0,0,0,7,0,1,0,0,0 +garnedu01,2020,1,HOU,AL,17,38,4,6,0,1,1,4,0,0,6,15,0,0,2,0,1 +garream01,2020,1,CIN,NL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +garrebr01,2020,1,MIA,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +garvemi01,2020,1,MIN,AL,23,72,8,12,1,0,2,5,0,0,7,37,0,1,0,1,1 +gausmke01,2020,1,SFN,NL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gavigsa01,2020,1,TOR,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gearrco01,2020,1,MIN,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gerbejo01,2020,1,SEA,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gibauia01,2020,1,TEX,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gibsoky01,2020,1,TEX,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gileske01,2020,1,TOR,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gilmase01,2020,1,TBA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gimenan01,2020,1,NYN,NL,49,118,22,31,3,2,3,12,8,1,7,28,0,6,0,1,0 +ginkeke01,2020,1,ARI,NL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +giolilu01,2020,1,CHA,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +givenmy01,2020,1,BAL,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +givenmy01,2020,2,COL,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +glasnty01,2020,1,TBA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +godleza01,2020,1,BOS,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +goinsry01,2020,1,CHA,AL,14,9,4,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +goldspa01,2020,1,SLN,NL,58,191,31,58,13,0,6,21,1,0,37,43,0,1,0,1,4 +gombeau01,2020,1,SLN,NL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gomesya01,2020,1,WAS,NL,30,109,14,31,6,1,4,13,1,0,6,22,0,1,0,3,1 +gonsoto01,2020,1,LAN,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gonzach01,2020,1,COL,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gonzaer01,2020,1,PIT,NL,50,181,14,41,13,1,3,20,2,3,8,51,0,0,1,3,5 +gonzagi01,2020,1,CHA,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gonzalu03,2020,1,CHA,AL,3,1,1,0,0,0,0,0,0,0,0,1,0,1,0,0,0 +gonzama01,2020,1,MIN,AL,53,175,15,37,4,0,5,22,0,0,17,41,0,3,0,4,1 +gonzama02,2020,1,SEA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gonzavi02,2020,1,LAN,NL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +goodrni01,2020,1,DET,AL,43,158,15,29,7,1,5,20,7,1,18,69,0,0,0,3,4 +goodwbr01,2020,1,LAA,AL,30,95,12,23,7,1,4,17,1,0,12,35,1,1,0,1,0 +goodwbr01,2020,2,CIN,NL,20,49,5,8,2,0,2,5,4,0,5,19,0,0,0,1,1 +goodyni01,2020,1,TEX,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gordoal01,2020,1,KCA,AL,50,163,15,34,4,0,4,11,0,0,18,37,0,3,0,0,0 +gordode01,2020,1,SEA,AL,33,75,12,15,1,0,0,3,3,2,5,13,0,2,0,0,1 +gorete01,2020,1,LAN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gosseph01,2020,1,PHI,NL,39,92,14,23,5,0,3,12,0,0,10,27,1,0,0,0,3 +gotttr01,2020,1,SFN,NL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +goudeas01,2020,1,COL,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gourryu01,2020,1,HOU,AL,57,211,27,49,12,1,6,22,0,1,12,27,0,2,0,5,6 +gracema02,2020,1,ARI,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grandya01,2020,1,CHA,AL,46,161,27,37,7,0,8,27,0,0,30,58,0,1,0,2,4 +gratebr01,2020,1,LAN,NL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +graveke01,2020,1,SEA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grayjo02,2020,1,COL,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grayso01,2020,1,CIN,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +greench03,2020,1,NYA,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +greensh02,2020,1,ATL,NL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +gregodi01,2020,1,PHI,NL,60,215,34,61,10,2,10,40,3,2,15,28,3,4,1,2,4 +greingr01,2020,1,DET,AL,18,51,8,6,2,0,3,8,0,0,3,20,0,1,0,0,2 +greinza01,2020,1,HOU,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grichra01,2020,1,TOR,AL,55,216,38,59,9,0,12,35,1,1,13,49,1,0,0,2,5 +grifffo01,2020,1,KCA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grimmju01,2020,1,MIL,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grishtr01,2020,1,SDN,NL,59,215,42,54,8,3,10,26,10,1,31,64,0,3,1,1,1 +grossro01,2020,1,OAK,AL,51,166,23,40,12,2,8,23,8,1,21,38,2,5,0,0,1 +grotzza01,2020,1,SEA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +grullde01,2020,1,BOS,AL,1,3,0,1,0,0,0,1,0,0,1,1,0,0,0,0,0 +gsellro01,2020,1,NYN,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guerrde01,2020,1,PHI,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guerrja01,2020,1,WAS,NL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guerrja02,2020,1,SDN,NL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guerrju02,2020,1,ARI,NL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guerrvl02,2020,1,TOR,AL,60,221,34,58,13,2,9,33,1,0,20,38,1,2,0,0,6 +guilbta01,2020,1,SEA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guilllu01,2020,1,NYN,NL,30,57,6,19,6,0,0,9,2,0,10,17,0,0,0,1,3 +gurrilo01,2020,1,TOR,AL,57,208,28,64,14,0,11,33,3,1,14,48,0,0,0,2,7 +gutieke01,2020,1,KCA,AL,4,9,0,1,0,0,0,0,0,0,3,6,0,0,0,0,0 +guzmajo04,2020,1,MIA,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +guzmaro01,2020,1,TEX,AL,26,78,10,19,1,1,4,9,1,0,7,24,0,1,0,0,0 +gyorkje01,2020,1,MIL,NL,43,117,19,29,3,0,9,17,0,0,15,38,1,1,0,2,4 +haaseer01,2020,1,DET,AL,7,17,1,3,0,0,0,2,0,0,1,6,0,0,0,1,0 +haderjo01,2020,1,MIL,NL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +haggesa01,2020,1,SEA,AL,13,50,7,13,4,0,1,6,4,0,4,16,0,0,0,0,0 +hahnje01,2020,1,KCA,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +haleda02,2020,1,NYA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +haleda02,2020,2,PHI,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hallma02,2020,1,BOS,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hamelco01,2020,1,ATL,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hamilbi02,2020,1,NYN,NL,17,22,4,1,0,0,0,1,3,1,1,3,0,0,1,1,0 +hamilbi02,2020,2,CHN,NL,14,10,6,3,0,0,1,1,3,1,1,4,0,0,0,0,0 +hamilia01,2020,1,CHA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hampsga01,2020,1,COL,NL,53,167,25,39,4,3,5,11,6,1,13,60,0,0,3,1,1 +handbr01,2020,1,CLE,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +happia01,2020,1,CHN,NL,57,198,27,51,11,1,12,28,1,3,30,63,1,2,1,0,1 +happja01,2020,1,NYA,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +harpebr03,2020,1,PHI,NL,58,190,41,51,9,2,13,33,8,2,49,43,8,2,1,2,5 +harpery01,2020,1,WAS,NL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +harrijo05,2020,1,WAS,NL,33,79,11,22,2,0,3,14,1,2,6,12,0,4,0,2,2 +harrimo01,2020,1,MIA,NL,32,47,8,8,1,0,1,3,6,0,4,26,0,0,0,0,0 +harriwi02,2020,1,WAS,NL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hartky01,2020,1,BOS,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hartlge01,2020,1,PIT,NL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +harvehu01,2020,1,BAL,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +harvejo01,2020,1,COL,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +harvema01,2020,1,KCA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +haselad01,2020,1,PHI,NL,40,79,7,22,5,0,0,13,0,0,7,17,1,2,3,1,3 +hatchto01,2020,1,TOR,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hayeske01,2020,1,PIT,NL,24,85,17,32,7,2,5,11,1,0,9,20,2,1,0,0,2 +haysau01,2020,1,BAL,AL,33,122,20,34,2,0,4,9,2,3,8,25,0,2,0,2,1 +healyry01,2020,1,MIL,NL,4,7,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +heanean01,2020,1,LAA,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hearnta01,2020,1,TEX,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +heathni01,2020,1,KCA,AL,15,13,2,2,1,0,0,3,2,2,2,6,0,1,1,0,0 +hechaad01,2020,1,ATL,NL,27,59,7,15,3,0,0,2,0,0,4,12,0,0,0,0,1 +hedgeau01,2020,1,SDN,NL,29,57,7,9,1,0,3,6,1,1,6,18,0,2,5,1,3 +hedgeau01,2020,2,CLE,AL,6,12,0,1,0,0,0,0,0,0,0,5,0,0,0,0,0 +heimjo01,2020,1,OAK,AL,13,38,5,8,0,0,0,5,0,0,3,3,0,0,0,0,1 +heinesc01,2020,1,TEX,AL,24,52,6,8,3,0,1,7,3,0,2,11,0,0,0,0,1 +heinety01,2020,1,SFN,NL,15,42,3,8,1,0,0,1,1,0,4,6,0,2,2,0,0 +hellebe01,2020,1,NYA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +helslry01,2020,1,SLN,NL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hembrhe01,2020,1,BOS,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hembrhe01,2020,2,PHI,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hendrky01,2020,1,CHN,NL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hendrli01,2020,1,OAK,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +heredgu01,2020,1,PIT,NL,8,16,2,3,0,0,0,2,1,0,2,4,0,0,0,0,0 +heredgu01,2020,2,NYN,NL,7,17,4,4,0,0,2,3,0,0,1,5,0,0,0,0,0 +hergeji01,2020,1,TEX,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hermomi01,2020,1,LAA,AL,7,8,0,2,0,0,0,2,1,0,1,1,0,0,0,1,0 +hernaca04,2020,1,KCA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hernace02,2020,1,CLE,AL,58,233,35,66,20,0,3,20,0,0,24,57,0,2,1,0,3 +hernada02,2020,1,BOS,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hernael01,2020,1,MIA,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hernaen02,2020,1,LAN,NL,48,139,20,32,8,1,5,20,0,1,6,31,0,2,0,1,5 +hernajo02,2020,1,TEX,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hernaos01,2020,1,KCA,AL,4,4,1,2,0,0,0,0,0,0,0,1,0,0,0,0,1 +hernate01,2020,1,TOR,AL,50,190,33,55,7,0,16,34,6,1,14,63,0,1,0,1,4 +hernaya01,2020,1,WAS,NL,12,26,3,5,3,0,1,6,0,0,1,12,0,0,0,1,0 +herredi01,2020,1,BAL,AL,3,5,0,0,0,0,0,0,0,0,0,4,0,1,0,0,0 +herreke01,2020,1,CHA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hessda01,2020,1,BAL,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +heuerco01,2020,1,CHA,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +heywaja01,2020,1,CHN,NL,50,147,20,39,6,2,6,22,2,0,30,37,1,2,0,2,1 +hicksaa01,2020,1,NYA,AL,54,169,28,38,10,2,6,21,4,1,41,38,1,1,0,0,4 +higasky01,2020,1,NYA,AL,16,48,7,12,1,0,4,10,0,0,0,11,0,0,0,0,0 +hillca02,2020,1,CLE,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hillde01,2020,1,DET,AL,15,11,3,1,0,0,0,0,0,0,1,6,0,0,0,0,0 +hillisa01,2020,1,COL,NL,36,105,13,22,2,2,6,10,3,0,9,42,0,0,0,0,0 +hillri01,2020,1,MIN,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hillti01,2020,1,SDN,NL,23,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +hiranyo01,2020,1,SEA,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hiurake01,2020,1,MIL,NL,59,217,30,46,4,0,13,32,3,2,16,85,2,11,0,2,7 +hoernni01,2020,1,CHN,NL,48,108,19,24,4,0,0,13,3,2,12,24,0,3,0,2,3 +hoffmje02,2020,1,COL,NL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +holadbr01,2020,1,BAL,AL,21,31,5,5,1,0,0,4,0,0,2,9,0,0,0,0,1 +holdejo02,2020,1,NYA,AL,19,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hollade01,2020,1,PIT,NL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hollagr01,2020,1,KCA,AL,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hollojo01,2020,1,MIA,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +holmecl01,2020,1,PIT,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +holtbr01,2020,1,MIL,NL,16,30,1,3,0,0,0,1,0,0,4,9,0,1,0,1,2 +holtbr01,2020,2,WAS,NL,21,65,11,17,6,0,0,4,1,0,5,15,0,0,0,0,1 +hoskirh01,2020,1,PHI,NL,41,151,35,37,9,0,10,26,1,0,29,43,0,5,0,0,4 +hosmeer01,2020,1,SDN,NL,38,143,23,41,6,0,9,36,4,0,9,28,0,2,0,2,3 +houckta01,2020,1,BOS,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +housead01,2020,1,MIL,NL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +howarsa01,2020,1,PIT,NL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +howarsp01,2020,1,PHI,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hoytja01,2020,1,MIA,NL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hudsoda01,2020,1,WAS,NL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hudsoda02,2020,1,SLN,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hudsojo03,2020,1,SEA,AL,9,17,0,3,0,0,0,0,0,0,2,5,0,0,1,0,0 +huffsa01,2020,1,TEX,AL,10,31,5,11,3,0,3,4,0,0,2,11,0,0,0,0,0 +hugheja02,2020,1,NYN,NL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +hunteto02,2020,1,PHI,NL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +iglesjo01,2020,1,BAL,AL,39,142,16,53,17,0,3,24,0,0,3,17,0,4,0,1,1 +iglesra01,2020,1,CIN,NL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +inciaen01,2020,1,ATL,NL,46,116,17,22,2,1,1,10,4,1,12,25,0,0,1,2,0 +irvinco01,2020,1,PHI,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jacksal02,2020,1,ATL,NL,5,7,0,2,1,0,0,0,0,0,0,4,0,0,0,0,1 +jackslu01,2020,1,ATL,NL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jamesjo02,2020,1,HOU,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jankotr01,2020,1,CIN,NL,16,15,3,1,0,0,0,0,2,1,2,7,0,0,0,0,1 +janseda01,2020,1,TOR,AL,43,120,18,22,3,0,6,20,0,0,21,31,0,2,3,1,1 +janseke01,2020,1,LAN,NL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +javiecr01,2020,1,HOU,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jayjo02,2020,1,ARI,NL,18,50,5,8,1,0,1,4,0,0,3,12,0,1,0,3,0 +jeffeda01,2020,1,OAK,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jeffery01,2020,1,MIN,AL,26,55,5,15,0,0,3,7,0,0,5,19,0,2,0,0,0 +jeffrje01,2020,1,CHN,NL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jimenda02,2020,1,SFN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jimenel02,2020,1,CHA,AL,55,213,26,63,14,0,14,41,0,0,12,56,0,0,0,1,4 +jimenjo02,2020,1,DET,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +johnsda07,2020,1,CLE,AL,5,12,0,1,0,0,0,0,0,0,1,5,1,0,0,0,0 +johnspi01,2020,1,SDN,NL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jonesja07,2020,1,DET,AL,30,97,19,26,9,0,5,14,1,1,7,34,0,3,0,1,1 +jonesja08,2020,1,LAA,AL,3,7,2,3,0,0,0,1,0,0,0,2,0,0,0,0,0 +jonesna01,2020,1,CIN,NL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +jonesta01,2020,1,HOU,AL,7,21,3,4,1,0,1,3,0,0,1,7,0,0,0,0,2 +josepca01,2020,1,TOR,AL,3,8,2,1,0,0,1,2,0,0,1,1,0,0,0,0,0 +joycema01,2020,1,MIA,NL,46,127,16,32,4,0,2,14,1,0,20,41,0,0,0,1,3 +judgeaa01,2020,1,NYA,AL,28,101,23,26,3,0,9,22,0,1,10,32,0,2,0,0,5 +junisja01,2020,1,KCA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +juradar01,2020,1,NYN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kahnlto01,2020,1,NYA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kaminro01,2020,1,SLN,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kaprija01,2020,1,OAK,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +karinja01,2020,1,CLE,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kayan01,2020,1,TOR,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kelake01,2020,1,PIT,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kellebr01,2020,1,KCA,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kelleky01,2020,1,LAA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kellemi03,2020,1,PIT,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kelletr01,2020,1,PHI,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kellyca02,2020,1,ARI,NL,39,122,11,27,5,0,5,19,0,0,6,29,0,1,0,0,4 +kellyjo05,2020,1,LAN,NL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kellyme01,2020,1,ARI,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kempma01,2020,1,COL,NL,43,117,18,28,3,0,6,21,1,0,15,41,1,0,0,0,5 +kempto01,2020,1,OAK,AL,49,93,15,23,5,0,0,4,3,1,15,14,0,3,1,2,0 +kendrho01,2020,1,WAS,NL,25,91,11,25,4,0,2,14,0,0,7,17,2,0,0,2,4 +kenneia01,2020,1,KCA,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +keplema01,2020,1,MIN,AL,48,171,27,39,9,0,9,23,3,0,22,36,0,2,0,1,1 +kershcl01,2020,1,LAN,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +keuchda01,2020,1,CHA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kickhmi01,2020,1,BOS,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kieboca01,2020,1,WAS,NL,33,99,15,20,1,0,0,9,0,1,17,33,0,5,0,1,6 +kiermke01,2020,1,TBA,AL,49,138,16,30,5,3,3,22,8,1,20,42,1,1,0,0,2 +kikucyu01,2020,1,SEA,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kilomfr01,2020,1,NYN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kimbrcr01,2020,1,CHN,NL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kimkw01,2020,1,SLN,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kineris01,2020,1,TEX,AL,58,211,28,59,4,3,3,10,8,5,14,32,0,2,0,1,6 +kingesc01,2020,1,PHI,NL,36,113,12,18,5,0,3,6,0,0,9,35,0,1,1,0,1 +kingjo01,2020,1,TEX,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kingmi01,2020,1,NYA,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kinlety01,2020,1,COL,NL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kintzbr01,2020,1,MIA,NL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kipnija01,2020,1,CHN,NL,44,114,13,27,8,1,3,16,1,0,18,41,0,1,0,2,1 +kirkal01,2020,1,TOR,AL,9,24,4,9,2,0,1,3,0,0,1,4,0,0,0,0,0 +kittran01,2020,1,TBA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +klinebr01,2020,1,BAL,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +klubeco01,2020,1,TEX,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +knappan01,2020,1,PHI,NL,33,72,9,20,4,1,2,15,0,0,15,19,0,1,0,1,1 +knebeco01,2020,1,MIL,NL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kniznan01,2020,1,SLN,NL,8,16,1,4,1,0,0,4,0,0,0,5,0,0,0,1,2 +kolarad01,2020,1,LAN,NL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kratzer01,2020,1,NYA,AL,18,28,2,9,2,0,0,4,0,0,2,6,0,0,0,0,0 +kremede01,2020,1,BAL,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kriskbr01,2020,1,NYA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kuhlch01,2020,1,PIT,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +kuhnejo01,2020,1,CIN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lagarju01,2020,1,NYN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lailbr01,2020,1,CHA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lailbr01,2020,2,SEA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lakintr01,2020,1,BAL,AL,22,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lambeji01,2020,1,CHA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lambja01,2020,1,ARI,NL,18,43,2,5,1,0,0,1,0,1,6,17,0,1,0,0,0 +lambja01,2020,2,OAK,AL,13,45,5,12,4,0,3,9,0,0,2,8,0,2,0,0,1 +lametdi01,2020,1,SDN,NL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lasteto01,2020,1,LAA,AL,28,99,15,27,8,0,4,14,1,0,15,7,0,1,1,1,3 +lasteto01,2020,2,OAK,AL,27,97,16,28,6,2,1,11,0,0,12,5,0,1,0,1,3 +lauerer01,2020,1,MIL,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +laurera01,2020,1,OAK,AL,54,183,27,39,8,1,6,25,2,1,24,58,0,12,0,3,7 +lavarry01,2020,1,MIA,NL,5,11,0,4,0,0,0,0,0,0,0,2,0,0,0,0,0 +leblawa01,2020,1,BAL,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leclejo01,2020,1,TEX,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leibrbr01,2020,1,MIA,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lemahdj01,2020,1,NYA,AL,50,195,41,71,10,2,10,27,3,0,18,21,0,2,0,1,3 +leonedo01,2020,1,CLE,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +leonsa01,2020,1,CLE,AL,25,66,4,9,1,0,2,4,0,0,14,21,0,1,0,0,2 +lestejo01,2020,1,CHN,NL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lewicar01,2020,1,ARI,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lewisky01,2020,1,SEA,AL,58,206,37,54,3,0,11,28,5,1,34,71,0,0,0,2,5 +leyerro01,2020,1,BOS,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lindbjo01,2020,1,MIL,NL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lindofr01,2020,1,CLE,AL,60,236,30,61,13,0,8,27,6,2,24,41,2,4,0,2,8 +lintz01,2020,1,BOS,AL,26,52,2,8,1,0,0,3,0,0,2,17,0,0,2,1,1 +litteza01,2020,1,MIN,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +llovema01,2020,1,PHI,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +loaisjo01,2020,1,NYA,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +locasti01,2020,1,ARI,NL,33,69,15,20,4,1,2,7,4,0,8,14,0,4,1,0,0 +lockean01,2020,1,NYN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lockean01,2020,2,SEA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +longoev01,2020,1,SFN,NL,53,193,26,49,10,1,7,28,0,1,11,39,0,2,0,3,10 +longsh01,2020,1,SEA,AL,34,117,10,20,5,0,3,9,4,0,11,37,0,0,0,0,1 +lopesti01,2020,1,SEA,AL,46,143,16,34,12,0,2,15,5,0,6,34,0,2,0,0,2 +lopezjo02,2020,1,KCA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lopezjo02,2020,2,BAL,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lopezni01,2020,1,KCA,AL,56,169,15,34,8,0,1,13,0,5,18,41,0,2,3,0,1 +lopezpa01,2020,1,MIA,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lopezre01,2020,1,CHA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lopezyo01,2020,1,ARI,NL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lorenmi01,2020,1,CIN,NL,23,0,2,0,0,0,0,0,0,0,0,0,0,1,0,0,0 +loupaa01,2020,1,TBA,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lovelri01,2020,1,KCA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lowebr01,2020,1,TBA,AL,56,193,36,52,9,2,14,37,3,0,25,58,0,4,0,2,2 +lowena01,2020,1,TBA,AL,21,67,10,15,2,0,4,11,1,0,9,28,2,0,0,0,2 +lucchjo01,2020,1,SDN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lucrojo01,2020,1,BOS,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lugoda01,2020,1,DET,AL,9,10,3,2,0,0,0,1,0,0,1,1,0,0,0,0,1 +lugose01,2020,1,NYN,NL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +luplojo01,2020,1,CLE,AL,29,78,8,15,5,1,2,8,0,1,12,19,0,1,0,1,3 +luxga01,2020,1,LAN,NL,19,63,8,11,2,0,3,8,1,0,6,19,0,0,0,0,0 +luzarje01,2020,1,OAK,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lylesjo01,2020,1,TEX,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lynnla01,2020,1,TEX,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +lyonsty01,2020,1,NYA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +machama01,2020,1,SDN,NL,60,224,44,68,12,1,16,47,6,3,26,37,4,0,0,4,9 +machivi01,2020,1,OAK,AL,24,63,11,13,2,0,0,0,0,0,8,10,0,0,0,0,4 +madrini01,2020,1,CHA,AL,29,103,8,35,3,0,0,11,2,1,4,7,0,2,0,0,5 +maedake01,2020,1,MIN,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +magilma01,2020,1,SEA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mahlety01,2020,1,CIN,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +maldoma01,2020,1,HOU,AL,47,135,19,29,4,0,6,24,1,0,27,51,0,1,2,0,2 +manaese01,2020,1,OAK,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mantijo01,2020,1,ARI,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mapledi01,2020,1,CHN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +marchra01,2020,1,PHI,NL,3,8,3,4,0,0,1,3,0,0,1,2,0,0,0,0,0 +margeni01,2020,1,SEA,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +margoma01,2020,1,TBA,AL,47,145,19,39,9,0,1,11,12,4,13,25,0,0,0,1,0 +marisja01,2020,1,NYN,NL,16,33,4,11,3,0,2,5,0,0,1,10,0,0,0,0,0 +markani01,2020,1,ATL,NL,37,130,15,33,15,0,1,15,0,1,10,23,0,1,0,0,5 +marmojo01,2020,1,SEA,AL,35,107,12,22,4,0,6,18,0,1,7,32,0,1,0,0,2 +marqubr01,2020,1,CHN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +marquge01,2020,1,COL,NL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +marshev01,2020,1,CHA,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +marteke01,2020,1,ARI,NL,45,181,19,52,14,1,2,17,1,0,7,21,0,4,0,3,2 +martest01,2020,1,ARI,NL,33,122,23,38,8,1,2,14,5,2,10,19,1,5,0,1,3 +martest01,2020,2,MIA,NL,28,106,13,26,6,0,4,13,5,0,2,22,0,4,0,0,2 +martibr01,2020,1,TEX,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +martica04,2020,1,SLN,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +martich02,2020,1,ATL,NL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +martija03,2020,1,PIT,NL,7,9,2,0,0,0,0,0,0,0,2,4,0,0,0,0,0 +martijd02,2020,1,BOS,AL,54,211,22,45,16,0,7,27,1,0,22,59,3,2,0,2,6 +martijo08,2020,1,TBA,AL,24,67,10,16,4,0,2,10,0,0,9,20,1,0,0,0,5 +martijo08,2020,2,CHN,NL,10,21,0,0,0,0,0,0,0,0,1,7,0,0,0,0,1 +mateojo01,2020,1,SDN,NL,22,26,4,4,3,0,0,2,1,0,1,11,0,0,1,0,1 +mathije01,2020,1,TEX,AL,24,62,6,10,1,1,3,9,1,0,5,24,0,0,0,1,0 +mathima01,2020,1,MIL,NL,16,36,2,10,3,0,0,4,1,0,0,7,0,0,0,0,0 +mathiwy01,2020,1,ARI,NL,9,27,5,6,0,0,2,5,0,0,5,12,0,1,0,0,0 +matonph01,2020,1,CLE,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +matzety01,2020,1,ATL,NL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +matzst01,2020,1,NYN,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +maybica01,2020,1,DET,AL,14,41,5,10,4,0,1,2,0,0,4,13,0,0,0,0,3 +maybica01,2020,2,CHN,NL,18,52,3,13,4,1,0,5,3,0,3,12,0,1,0,0,1 +maydu01,2020,1,LAN,NL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mayermi01,2020,1,LAA,AL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mayfija01,2020,1,HOU,AL,21,42,5,8,1,0,0,3,0,0,2,14,0,1,1,1,1 +maytr01,2020,1,MIN,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mazarno01,2020,1,CHA,AL,42,136,13,31,6,0,1,15,0,1,10,44,0,3,0,0,0 +mazzach01,2020,1,BOS,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcbrory01,2020,1,KCA,AL,36,81,8,20,3,0,6,10,0,0,4,30,0,0,0,0,2 +mccanja02,2020,1,CHA,AL,31,97,20,28,3,0,7,15,1,1,8,30,0,4,0,2,2 +mccarjo04,2020,1,SFN,NL,4,10,0,0,0,0,0,0,0,0,0,5,0,0,0,0,0 +mccarke01,2020,1,KCA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcclare01,2020,1,PHI,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcculla02,2020,1,HOU,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mccutan01,2020,1,PHI,NL,57,217,32,55,9,0,10,34,4,0,22,48,0,1,0,1,4 +mcfartj01,2020,1,OAK,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcgeeja01,2020,1,LAN,NL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcgowky01,2020,1,WAS,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mcguire01,2020,1,TOR,AL,19,41,2,3,0,0,1,1,0,0,0,11,0,0,4,0,1 +mckayda02,2020,1,DET,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mckentr01,2020,1,CLE,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mckinbi01,2020,1,TOR,AL,2,3,1,2,0,0,0,0,0,0,0,0,0,0,0,0,0 +mckinza01,2020,1,LAN,NL,4,7,1,2,1,0,0,0,0,0,0,3,0,0,0,0,1 +mcmahry01,2020,1,COL,NL,52,172,23,37,6,1,9,26,0,1,18,66,0,2,0,1,4 +mcneije01,2020,1,NYN,NL,52,183,19,57,14,0,4,23,0,2,20,24,2,3,0,3,3 +mcraeal01,2020,1,CHA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +meadoau01,2020,1,TBA,AL,36,132,19,27,8,1,4,13,2,1,17,50,0,1,0,2,0 +meansjo01,2020,1,BAL,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mearsni01,2020,1,PIT,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +medinad01,2020,1,PHI,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +meisiry01,2020,1,SLN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mejiaer01,2020,1,KCA,AL,8,14,1,1,1,0,0,0,1,0,0,7,0,0,1,0,0 +mejiafr01,2020,1,SDN,NL,17,39,5,3,1,0,1,2,0,0,1,9,0,2,0,0,1 +mejiahu01,2020,1,MIA,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +melanma01,2020,1,ATL,NL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mellake01,2020,1,ARI,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mendida01,2020,1,CHA,AL,33,107,11,26,4,1,3,6,0,1,6,25,0,0,0,1,3 +menezco01,2020,1,SFN,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mengdda01,2020,1,OAK,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mercaos01,2020,1,CLE,AL,36,86,6,11,1,0,1,6,3,0,5,27,0,0,1,1,0 +mercejo03,2020,1,DET,AL,3,9,1,2,0,0,0,0,0,0,0,1,0,0,0,0,1 +mercejo03,2020,2,NYA,AL,6,11,1,2,0,0,0,0,0,0,2,1,0,0,0,0,0 +merceye01,2020,1,CHA,AL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +merriwh01,2020,1,KCA,AL,60,248,38,70,12,0,9,30,12,3,12,33,0,4,0,1,3 +merryju01,2020,1,TOR,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +middlke01,2020,1,LAA,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mileywa01,2020,1,CIN,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +millean01,2020,1,SLN,NL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +millebr02,2020,1,SLN,NL,48,142,21,33,8,1,7,25,1,0,25,46,1,3,0,1,2 +milleia01,2020,1,CHN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +millety01,2020,1,CHN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +millsal02,2020,1,CHN,NL,12,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +milneho01,2020,1,LAA,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +milonto01,2020,1,BAL,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +milonto01,2020,2,ATL,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +minormi01,2020,1,TEX,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +minormi01,2020,2,OAK,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +minteaj01,2020,1,ATL,NL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +misiean01,2020,1,SEA,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mizeca01,2020,1,DET,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +molinya01,2020,1,SLN,NL,42,145,12,38,2,0,4,16,0,0,6,21,0,3,1,1,7 +moncayo01,2020,1,CHA,AL,52,200,28,45,8,3,6,24,0,0,28,72,0,1,0,2,1 +mondera02,2020,1,KCA,AL,59,219,33,56,11,3,6,22,24,8,11,70,0,1,2,0,4 +moniami01,2020,1,PHI,NL,8,14,3,3,0,0,0,0,0,0,4,6,0,0,0,0,0 +montafr01,2020,1,OAK,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +montera01,2020,1,TEX,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +montgjo01,2020,1,NYA,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +montgmi01,2020,1,KCA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mooredy01,2020,1,SEA,AL,38,137,26,35,9,0,8,17,12,5,14,43,0,8,0,0,4 +moranbr01,2020,1,TOR,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +moranbr01,2020,2,MIA,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +moranco01,2020,1,PIT,NL,52,178,28,44,10,0,10,23,0,0,19,52,0,2,0,1,9 +morejad01,2020,1,SDN,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +morelmi01,2020,1,BOS,AL,22,67,14,22,4,0,8,21,0,0,11,18,1,1,0,0,0 +morelmi01,2020,2,SDN,NL,20,69,8,14,5,0,2,8,0,0,4,14,1,0,0,0,0 +morgaad01,2020,1,PHI,NL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +morinmi01,2020,1,MIA,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +morrilo01,2020,1,MIL,NL,9,25,3,3,1,0,1,2,0,0,3,8,0,0,0,0,0 +mortoch02,2020,1,TBA,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mountry01,2020,1,BAL,AL,35,126,12,42,5,0,5,23,0,1,11,30,0,1,0,2,2 +moustmi01,2020,1,CIN,NL,44,139,13,32,9,0,8,27,1,0,18,36,1,4,0,2,5 +mujicjo01,2020,1,COL,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +mullice01,2020,1,BAL,AL,48,140,16,38,4,3,3,12,7,2,8,37,0,1,4,0,0 +muncyma01,2020,1,LAN,NL,58,203,36,39,4,0,12,27,1,0,39,60,2,4,0,2,3 +munozya01,2020,1,BOS,AL,12,45,6,15,5,0,1,4,2,0,0,11,0,0,0,0,1 +murphda08,2020,1,COL,NL,40,123,10,29,3,0,3,16,0,0,7,21,2,0,0,1,3 +murphjr01,2020,1,PIT,NL,25,58,6,10,2,0,0,2,0,0,4,28,0,0,1,0,1 +murphpa02,2020,1,TOR,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +murphse01,2020,1,OAK,AL,43,116,21,27,5,0,7,14,0,0,24,37,0,0,0,0,6 +musgrjo01,2020,1,PIT,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +myerswi01,2020,1,SDN,NL,55,198,34,57,14,2,15,40,2,1,18,56,0,2,0,0,0 +naquity01,2020,1,CLE,AL,40,133,15,29,8,1,4,20,0,1,5,40,0,1,0,2,3 +narvaom01,2020,1,MIL,NL,40,108,8,19,4,0,2,10,0,0,16,39,0,2,0,0,1 +navarbr01,2020,1,MIA,NL,2,5,0,2,0,0,0,0,0,0,0,1,0,0,0,0,0 +naylojo01,2020,1,SDN,NL,18,36,4,10,0,1,1,4,1,0,1,4,0,1,0,0,2 +naylojo01,2020,2,CLE,AL,22,61,9,14,3,0,0,2,0,0,4,8,0,0,0,0,0 +neideni01,2020,1,MIA,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nelsoky01,2020,1,CLE,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nelsoni01,2020,1,NYA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nerishe01,2020,1,PHI,NL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +neverdo01,2020,1,PIT,NL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +newbeja01,2020,1,KCA,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +newcose01,2020,1,ATL,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +newmake01,2020,1,PIT,NL,44,156,12,35,5,0,1,10,0,1,12,21,0,1,1,2,1 +newsolj01,2020,1,SEA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nicasju01,2020,1,TEX,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nidoto01,2020,1,NYN,NL,7,24,4,7,1,0,2,6,0,0,2,6,0,0,0,0,2 +nimmobr01,2020,1,NYN,NL,55,186,33,52,8,3,8,18,1,2,33,43,0,6,0,0,1 +nogowjo01,2020,1,SLN,NL,1,4,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0 +nolaaa01,2020,1,PHI,NL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nolaau01,2020,1,SEA,AL,29,98,15,30,5,1,5,19,0,0,9,17,1,2,0,1,1 +nolaau01,2020,2,SDN,NL,19,63,9,14,4,0,2,9,0,0,9,17,0,1,0,1,2 +nollja01,2020,1,WAS,NL,7,17,2,6,1,0,0,0,0,0,0,4,0,0,0,0,1 +norrida01,2020,1,DET,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +norwoja01,2020,1,CHN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nottija01,2020,1,MIL,NL,20,48,8,9,1,0,4,13,0,0,5,20,0,1,0,0,1 +novaiv01,2020,1,DET,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +nunezed02,2020,1,NYN,NL,2,2,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0 +nunezre01,2020,1,BAL,AL,52,195,29,50,10,0,12,31,0,0,17,64,0,3,0,1,4 +odayda01,2020,1,ATL,NL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +odomjo01,2020,1,SEA,AL,18,39,2,5,0,0,0,2,0,0,4,20,0,0,1,0,1 +odorija01,2020,1,MIN,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +odorro01,2020,1,TEX,AL,38,138,15,23,4,0,10,30,0,1,7,47,0,1,0,2,2 +ogradbr01,2020,1,TBA,AL,2,5,2,2,1,0,0,0,1,0,0,1,0,0,0,0,0 +ohearry01,2020,1,KCA,AL,42,113,7,22,6,0,2,18,0,0,18,37,2,0,0,1,5 +ohtansh01,2020,1,LAA,AL,46,153,23,29,6,0,7,24,7,1,22,50,0,0,0,0,3 +olivaed02,2020,1,SDN,NL,13,34,4,6,1,0,1,3,0,1,2,14,0,0,0,0,0 +olivaed02,2020,2,KCA,AL,18,62,5,17,1,1,2,7,0,1,2,11,0,0,0,1,1 +olivaja01,2020,1,PIT,NL,6,16,0,3,0,0,0,0,1,0,0,6,0,0,0,0,0 +olsonma02,2020,1,OAK,AL,60,210,28,41,4,1,14,42,1,0,34,77,2,1,0,0,2 +onajo01,2020,1,SDN,NL,5,12,3,3,1,0,1,2,0,0,2,7,0,1,0,0,0 +oneilty01,2020,1,SLN,NL,50,139,20,24,5,0,7,19,3,1,15,43,0,2,0,1,3 +orfna01,2020,1,OAK,AL,6,7,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0 +osichjo01,2020,1,BOS,AL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +osichjo01,2020,2,CHN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +osunajo01,2020,1,PIT,NL,26,78,6,16,3,0,4,11,0,1,4,16,0,0,0,0,1 +osunaro01,2020,1,HOU,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +oswalco01,2020,1,NYN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ottavad01,2020,1,NYA,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +oviedjo01,2020,1,SLN,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +owingch01,2020,1,COL,NL,17,41,9,11,1,0,2,5,1,0,3,11,0,0,0,0,0 +ozunama01,2020,1,ATL,NL,60,228,38,77,14,0,18,56,0,0,38,60,3,0,0,1,3 +pachecr01,2020,1,ATL,NL,2,4,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +paddach01,2020,1,SDN,NL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +paganem01,2020,1,SDN,NL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +palumjo01,2020,1,TEX,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +panikjo01,2020,1,TOR,AL,41,120,18,27,6,0,1,7,0,0,20,27,0,1,0,0,4 +pareden01,2020,1,HOU,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +paredis01,2020,1,DET,AL,34,100,7,22,4,0,1,6,0,0,8,24,0,0,0,0,1 +parkebl01,2020,1,PHI,NL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +patinlu01,2020,1,SDN,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +paxtoja01,2020,1,NYA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +payamjo01,2020,1,ARI,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +paytoma01,2020,1,CIN,NL,8,18,0,3,1,0,0,0,1,0,2,5,0,0,0,0,1 +pazosja01,2020,1,COL,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +peacobr01,2020,1,HOU,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pearsna01,2020,1,TOR,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pederjo01,2020,1,LAN,NL,43,121,21,23,4,0,7,16,1,0,11,34,0,5,0,0,5 +penafe01,2020,1,LAA,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pencehu01,2020,1,SFN,NL,17,52,4,5,0,1,2,6,0,0,3,15,0,1,0,0,3 +peralda01,2020,1,ARI,NL,54,203,19,61,10,1,5,34,1,0,13,45,0,0,0,2,4 +peralfr01,2020,1,MIL,NL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +peralwa01,2020,1,SFN,NL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +perazjo01,2020,1,BOS,AL,34,111,13,25,8,1,1,8,1,1,5,18,0,3,0,1,3 +perdoan01,2020,1,MIL,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +perdolu02,2020,1,SDN,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +perezci01,2020,1,HOU,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +perezhe01,2020,1,CHN,NL,3,6,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0 +perezhe02,2020,1,TOR,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +perezma02,2020,1,BOS,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +perezmi03,2020,1,TBA,AL,38,84,7,14,3,0,1,13,0,0,7,27,0,1,0,1,3 +perezol01,2020,1,CLE,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +perezro02,2020,1,CLE,AL,32,97,6,16,2,0,1,5,0,0,11,38,0,2,0,0,2 +perezsa02,2020,1,KCA,AL,37,150,22,50,12,0,11,32,1,0,3,36,0,2,0,1,0 +peterda01,2020,1,NYN,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +peterdi01,2020,1,LAA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +peterja01,2020,1,MIL,NL,26,45,6,9,1,0,2,5,1,0,15,20,0,0,0,1,0 +petityu01,2020,1,OAK,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +phamth01,2020,1,SDN,NL,31,109,13,23,2,0,3,12,6,0,15,27,0,1,0,0,2 +phegljo01,2020,1,CHN,NL,11,16,4,1,0,0,1,2,0,0,1,3,0,1,0,0,0 +phelpda01,2020,1,MIL,NL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +phelpda01,2020,2,PHI,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +phillbr02,2020,1,KCA,AL,18,31,8,7,0,1,1,2,3,1,3,8,0,0,0,0,0 +phillbr02,2020,2,TBA,AL,17,20,2,3,0,1,1,3,3,0,5,7,0,0,0,0,0 +phillev01,2020,1,BAL,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pillake01,2020,1,BOS,AL,30,117,20,32,7,2,4,13,1,1,8,23,0,1,0,0,4 +pillake01,2020,2,COL,NL,24,91,14,28,5,1,2,13,4,1,5,18,1,1,0,0,0 +pinama01,2020,1,MIL,NL,15,39,4,9,1,0,2,5,0,0,3,11,0,3,0,0,0 +pindech01,2020,1,OAK,AL,24,56,8,13,3,0,2,8,0,0,5,13,0,0,0,0,3 +pinedmi01,2020,1,MIN,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +piscost01,2020,1,OAK,AL,45,159,17,36,6,0,5,29,4,0,9,53,0,1,1,1,4 +pivetni01,2020,1,PHI,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pivetni01,2020,2,BOS,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +plaweke01,2020,1,BOS,AL,24,82,8,28,5,1,1,17,1,0,5,14,0,2,0,0,4 +plesaza01,2020,1,CLE,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +plutkad01,2020,1,CLE,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +polangr01,2020,1,PIT,NL,50,157,12,24,6,0,7,22,3,1,13,65,0,0,0,3,1 +polanjo01,2020,1,MIN,AL,55,209,22,54,8,0,4,19,4,2,13,35,0,1,2,1,7 +polloaj01,2020,1,LAN,NL,55,196,30,54,9,0,16,34,2,2,12,45,1,0,0,2,6 +pomerdr01,2020,1,SDN,NL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ponceco01,2020,1,PIT,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ponceda01,2020,1,SLN,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +poppese01,2020,1,MIN,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +porceri01,2020,1,NYN,NL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +pressry01,2020,1,HOU,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +profaju01,2020,1,SDN,NL,56,180,28,50,6,0,7,25,7,1,15,28,0,4,1,2,1 +puellce01,2020,1,BOS,AL,5,8,1,3,0,0,0,0,0,0,2,2,0,0,1,0,0 +pujolal01,2020,1,LAA,AL,39,152,15,34,8,0,6,25,0,0,9,25,1,1,0,1,4 +quantca01,2020,1,SDN,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +quantca01,2020,2,CLE,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +quezajo01,2020,1,MIA,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +quijajo01,2020,1,LAA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +quinnro01,2020,1,PHI,NL,41,108,14,23,3,1,2,7,12,0,5,39,0,2,1,0,0 +quintjo01,2020,1,CHN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +raineta01,2020,1,WAS,NL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +raleybr01,2020,1,CIN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +raleybr01,2020,2,HOU,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ramirer02,2020,1,NYN,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ramirha02,2020,1,MIA,NL,3,10,2,2,0,0,0,1,0,1,1,2,0,0,0,0,0 +ramirjo01,2020,1,CLE,AL,58,219,45,64,16,1,17,46,10,3,31,43,0,3,0,1,2 +ramirni01,2020,1,DET,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ramirno01,2020,1,LAA,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ramirro02,2020,1,SLN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ramiryo01,2020,1,SEA,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ramosaj01,2020,1,COL,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ramoswi01,2020,1,NYN,NL,45,142,13,34,6,0,5,15,0,0,10,31,0,2,0,1,5 +rasmudr01,2020,1,MIL,NL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ravelra01,2020,1,SLN,NL,13,35,5,6,1,0,1,6,0,0,4,6,0,0,0,2,0 +rayro02,2020,1,ARI,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rayro02,2020,2,TOR,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reaco01,2020,1,CHN,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +realmjt01,2020,1,PHI,NL,47,173,33,46,6,0,11,32,4,1,16,48,0,6,0,0,3 +reddijo01,2020,1,HOU,AL,56,188,22,46,11,1,4,23,1,0,20,42,0,0,0,1,5 +reedco01,2020,1,CIN,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reedco01,2020,2,TBA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +refsnro01,2020,1,TEX,AL,15,30,4,6,1,0,0,1,0,0,2,11,0,1,0,1,0 +reidfse01,2020,1,TOR,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rendoan01,2020,1,LAA,AL,52,189,29,54,11,1,9,31,0,0,38,31,2,5,0,0,10 +renfrhu01,2020,1,TBA,AL,42,122,18,19,5,0,8,22,2,0,14,37,0,2,0,1,3 +rengilu01,2020,1,LAA,AL,33,90,12,14,1,0,1,3,3,1,14,26,0,0,2,0,2 +reyesal02,2020,1,SLN,NL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +reyesfr01,2020,1,CLE,AL,59,211,27,58,10,0,9,34,0,0,24,69,0,1,0,5,6 +reyesvi01,2020,1,DET,AL,57,202,30,56,7,2,4,14,8,2,9,45,0,2,0,0,4 +reynobr01,2020,1,PIT,NL,55,185,24,35,6,2,7,19,1,1,21,57,0,1,0,0,2 +reynoma03,2020,1,KCA,AL,3,11,1,0,0,0,0,0,0,0,0,7,0,0,0,0,0 +richaga01,2020,1,SDN,NL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +richatr01,2020,1,TBA,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rickajo01,2020,1,SFN,NL,4,5,1,0,0,0,0,0,0,0,1,1,0,0,0,0,0 +riddljt01,2020,1,PIT,NL,23,67,8,10,2,0,1,1,1,0,2,13,0,0,0,0,0 +rileyau01,2020,1,ATL,NL,51,188,24,45,7,1,8,27,0,0,16,49,1,1,0,1,5 +riosed01,2020,1,LAN,NL,32,76,13,19,6,0,8,17,0,0,4,18,0,2,0,1,2 +riosya01,2020,1,PIT,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +riverre01,2020,1,NYN,NL,2,4,0,1,0,0,0,0,0,0,0,3,0,0,0,0,0 +riverya01,2020,1,TEX,AL,4,5,0,0,0,0,0,0,1,0,0,1,0,0,0,0,0 +rizzoan01,2020,1,CHN,NL,58,203,26,45,6,0,11,24,3,1,28,38,4,10,0,2,6 +roarkta01,2020,1,TOR,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +roberda10,2020,1,SFN,NL,13,21,4,7,0,0,0,2,0,0,3,6,0,0,0,0,0 +roberlu01,2020,1,CHA,AL,56,202,33,47,8,0,11,31,9,2,20,73,0,1,0,2,4 +robleha01,2020,1,LAA,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +roblevi01,2020,1,WAS,NL,52,168,20,37,5,1,3,15,4,1,9,53,0,9,1,2,0 +rodgebr02,2020,1,COL,NL,7,21,1,2,1,0,0,2,0,0,0,6,0,0,0,0,0 +rodonca01,2020,1,CHA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodride01,2020,1,SFN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodrijo04,2020,1,TEX,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodrijo06,2020,1,LAA,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodrini01,2020,1,HOU,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodriri05,2020,1,PIT,NL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rodrise01,2020,1,MIA,NL,4,13,0,2,0,0,0,0,0,0,0,6,0,0,0,0,0 +roech01,2020,1,TBA,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rogerta01,2020,1,MIN,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rogertr01,2020,1,MIA,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rogerty01,2020,1,SFN,NL,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rojasjo01,2020,1,ARI,NL,17,61,9,11,0,0,0,2,1,1,7,16,0,0,0,2,1 +rojasmi02,2020,1,MIA,NL,40,125,20,38,10,1,4,20,5,1,16,18,2,2,0,0,1 +romanjo03,2020,1,TOR,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +romansa01,2020,1,CIN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +romerjo01,2020,1,PHI,NL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +romerse01,2020,1,WAS,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rominan01,2020,1,TEX,AL,2,4,1,1,1,0,0,0,0,0,0,1,0,0,0,0,0 +rominau01,2020,1,DET,AL,37,130,12,31,5,0,2,17,0,0,4,47,0,0,0,1,3 +romose01,2020,1,MIN,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rondohe01,2020,1,ARI,NL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rookebr01,2020,1,MIN,AL,7,19,4,6,2,0,1,5,0,0,0,5,0,2,0,0,0 +rosaram01,2020,1,NYN,NL,46,143,20,36,3,1,4,15,0,1,4,34,0,0,0,0,5 +rosared01,2020,1,MIN,AL,57,210,31,54,7,0,13,42,3,1,19,34,2,0,0,2,3 +rosarra01,2020,1,KCA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rosentr01,2020,1,KCA,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rosentr01,2020,2,SDN,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rossora01,2020,1,PHI,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +rufda01,2020,1,SFN,NL,40,87,11,24,6,0,5,18,1,0,13,23,0,0,0,0,1 +ruizjo01,2020,1,CHA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ruizke01,2020,1,LAN,NL,2,8,1,2,0,0,1,1,0,0,0,3,0,0,0,0,0 +ruizri01,2020,1,BAL,AL,54,185,25,41,11,0,9,32,1,2,17,46,1,0,1,1,4 +rusinch01,2020,1,ATL,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ryanky01,2020,1,CHN,NL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +ryuhy01,2020,1,TOR,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sadleca02,2020,1,CHN,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sadleca02,2020,2,SEA,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +samarje01,2020,1,SFN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sanabca01,2020,1,HOU,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sanchal04,2020,1,NYN,NL,5,9,0,1,0,0,0,0,0,0,1,3,0,0,0,0,2 +sanchan01,2020,1,WAS,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sanchca01,2020,1,CHA,AL,12,16,7,5,3,0,1,1,0,0,5,5,0,0,0,0,1 +sanchga02,2020,1,NYA,AL,49,156,19,23,4,0,10,24,0,0,18,64,0,4,0,0,6 +sanchje02,2020,1,MIA,NL,10,25,1,1,1,0,0,2,0,0,4,11,0,0,0,0,1 +sanchri01,2020,1,SLN,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sanchsi01,2020,1,MIA,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sandopa01,2020,1,SFN,NL,33,82,5,18,1,0,1,6,0,0,6,18,0,1,0,1,3 +sandopa01,2020,2,ATL,NL,1,2,0,0,0,0,0,0,0,0,2,1,0,0,0,0,0 +sandopa02,2020,1,LAA,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sanomi01,2020,1,MIN,AL,53,186,31,38,12,0,13,25,0,0,18,90,1,1,0,0,3 +santaan02,2020,1,BAL,AL,37,153,24,40,13,1,11,32,0,1,10,25,3,2,0,0,2 +santaca01,2020,1,CLE,AL,60,206,34,41,7,0,8,30,0,0,47,43,1,1,0,1,5 +santada01,2020,1,TEX,AL,15,55,6,8,4,0,1,7,2,0,7,24,0,0,0,1,1 +santade01,2020,1,LAN,NL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +santado01,2020,1,CLE,AL,24,70,6,11,3,0,2,12,0,0,13,25,0,1,0,0,2 +santoan02,2020,1,COL,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sborzjo01,2020,1,LAN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schebsc01,2020,1,ATL,NL,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +scherma01,2020,1,WAS,NL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schmicl01,2020,1,NYA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schoojo01,2020,1,DET,AL,44,162,26,45,4,2,8,23,0,0,8,39,0,4,0,2,8 +schrejo01,2020,1,DET,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +schroma01,2020,1,SLN,NL,11,17,1,3,0,0,1,1,0,0,0,6,0,0,0,0,0 +schwaky01,2020,1,CHN,NL,59,191,30,36,6,0,11,24,1,0,30,66,1,3,0,0,3 +scottta01,2020,1,BAL,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +scruban01,2020,1,HOU,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +seageco01,2020,1,LAN,NL,52,212,38,65,12,1,15,41,1,0,17,37,0,1,0,2,8 +seageky01,2020,1,SEA,AL,60,203,35,49,12,0,9,40,5,0,32,33,3,7,0,6,4 +segurje01,2020,1,PHI,NL,54,192,28,51,5,2,7,25,2,2,23,45,2,1,1,0,6 +selmasa01,2020,1,SFN,NL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +semiema01,2020,1,OAK,AL,53,211,28,47,9,1,7,23,4,0,25,50,0,0,0,0,3 +senzaan01,2020,1,COL,NL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +senzeni01,2020,1,CIN,NL,23,70,8,13,6,0,2,8,2,1,6,15,0,0,0,1,2 +severpe01,2020,1,BAL,AL,48,160,17,40,5,1,5,21,1,0,16,40,0,1,1,0,3 +sewalpa01,2020,1,NYN,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shafeju01,2020,1,MIA,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sharpst01,2020,1,MIA,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shawbr01,2020,1,SEA,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shawtr01,2020,1,TOR,AL,50,163,17,39,10,0,6,17,0,0,16,50,0,0,0,1,4 +sheffju01,2020,1,SEA,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sherrry01,2020,1,TBA,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shoemma01,2020,1,TOR,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +shrevch01,2020,1,NYN,NL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sierrma01,2020,1,MIA,NL,19,44,8,11,3,1,0,7,4,1,5,9,0,1,2,1,0 +simmoan01,2020,1,LAA,AL,30,118,19,35,7,0,0,10,2,0,8,16,0,1,0,0,5 +simslu01,2020,1,CIN,NL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +singebr01,2020,1,KCA,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +siscoch01,2020,1,BAL,AL,36,98,11,21,4,0,4,10,0,0,17,41,0,6,0,0,1 +skubata01,2020,1,DET,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +slateau01,2020,1,SFN,NL,31,85,18,24,2,1,5,7,8,1,16,22,0,2,1,0,2 +slegeaa01,2020,1,TBA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smeltde01,2020,1,MIN,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithbu03,2020,1,OAK,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithca03,2020,1,MIA,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithca03,2020,2,ARI,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithdo02,2020,1,NYN,NL,50,177,27,56,21,1,10,42,0,0,14,45,0,5,0,3,2 +smithdr01,2020,1,NYN,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithdw02,2020,1,BAL,AL,21,63,9,14,3,0,2,6,1,0,7,19,1,1,0,1,1 +smithjo07,2020,1,MIA,NL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithjo08,2020,1,MIA,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithke04,2020,1,TBA,AL,17,31,3,8,3,0,1,8,0,0,5,11,0,1,0,0,1 +smithma05,2020,1,SEA,AL,14,45,2,6,2,0,0,3,2,0,2,13,0,0,0,0,1 +smithpa04,2020,1,ARI,NL,12,37,7,10,0,1,1,4,1,0,5,8,0,0,0,2,0 +smithri01,2020,1,ARI,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithwi04,2020,1,ATL,NL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +smithwi05,2020,1,LAN,NL,37,114,23,33,9,0,8,25,0,0,20,22,1,2,0,1,2 +smoakju01,2020,1,MIL,NL,33,113,14,21,7,0,5,15,0,0,10,40,0,2,0,1,3 +smoakju01,2020,2,SFN,NL,3,6,0,0,0,0,0,0,0,0,0,2,0,0,0,0,1 +smylydr01,2020,1,SFN,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sneedcy01,2020,1,HOU,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +snellbl01,2020,1,TBA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sobotch01,2020,1,ATL,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sogarer01,2020,1,MIL,NL,43,115,10,24,5,0,1,10,0,0,11,20,0,1,0,1,1 +solakni01,2020,1,TEX,AL,58,209,27,56,10,0,2,23,7,1,18,42,0,2,0,4,6 +solando01,2020,1,SFN,NL,54,190,22,62,15,1,3,29,0,0,10,39,0,2,0,1,2 +solerjo01,2020,1,KCA,AL,43,149,17,34,8,0,8,24,0,0,19,60,0,3,0,1,3 +soriajo01,2020,1,OAK,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sorokmi01,2020,1,ATL,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sotoel01,2020,1,LAA,AL,3,6,2,2,1,0,0,0,0,0,1,1,0,0,0,0,0 +sotogr01,2020,1,DET,AL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sotoju01,2020,1,WAS,NL,47,154,39,54,14,0,13,37,6,2,41,28,12,1,0,0,1 +souzast01,2020,1,CHN,NL,11,27,3,4,2,0,1,5,1,0,4,15,0,0,0,0,0 +sparkgl01,2020,1,KCA,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +speiega01,2020,1,KCA,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +springe01,2020,1,HOU,AL,51,189,37,50,6,2,14,32,1,2,24,38,0,5,0,2,3 +sprinje01,2020,1,BOS,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stallja01,2020,1,PIT,NL,42,125,13,31,7,0,3,18,0,0,15,40,0,0,2,1,2 +stammcr01,2020,1,SDN,NL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stanery01,2020,1,MIA,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stantmi03,2020,1,NYA,AL,23,76,12,19,7,0,4,11,1,1,15,27,1,2,0,0,4 +starlbu01,2020,1,KCA,AL,35,59,5,10,1,0,1,5,0,0,4,27,0,0,0,1,0 +stashco01,2020,1,MIN,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stassma01,2020,1,LAA,AL,31,90,12,25,2,0,7,20,0,0,11,21,0,1,0,3,5 +staumjo01,2020,1,KCA,AL,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stephro01,2020,1,CIN,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stephty01,2020,1,CIN,NL,8,17,4,5,0,0,2,6,0,0,2,9,0,1,0,0,0 +stevean01,2020,1,WAS,NL,15,41,11,15,7,1,2,12,2,0,5,11,0,1,0,0,0 +stewach02,2020,1,DET,AL,36,90,6,15,3,0,3,9,0,0,5,30,0,2,0,1,2 +stewadj01,2020,1,BAL,AL,31,88,13,17,2,0,7,15,0,0,20,38,0,2,2,0,0 +stievjo01,2020,1,CHA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stockro01,2020,1,BOS,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +storytr01,2020,1,COL,NL,59,235,41,68,13,4,11,28,15,3,24,63,1,0,0,0,5 +strahma01,2020,1,SDN,NL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +strasst01,2020,1,WAS,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stratch01,2020,1,PIT,NL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +strawmy01,2020,1,HOU,AL,33,82,8,17,4,0,0,8,6,2,4,22,0,0,0,0,0 +strichu01,2020,1,NYN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stripro01,2020,1,LAN,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stripro01,2020,2,TOR,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stroppe01,2020,1,CIN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +stubbga01,2020,1,HOU,AL,14,8,1,1,0,0,0,1,0,1,0,0,0,0,1,1,0 +suarean01,2020,1,SFN,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +suareeu01,2020,1,CIN,NL,57,198,29,40,8,0,15,38,2,0,30,67,1,2,0,1,5 +suarejo01,2020,1,LAA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +suarera01,2020,1,PHI,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +suerowa01,2020,1,WAS,NL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +sulseco01,2020,1,BAL,AL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +susacan01,2020,1,PIT,NL,1,2,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0 +suterbr01,2020,1,MIL,NL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +suzukku01,2020,1,WAS,NL,33,111,15,30,8,0,2,17,1,0,11,19,0,4,0,3,4 +swansda01,2020,1,ATL,NL,60,237,49,65,15,0,10,35,5,0,22,71,0,4,0,1,0 +swanser01,2020,1,SEA,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tanakma01,2020,1,NYA,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tapiado01,2020,1,BOS,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tapiara01,2020,1,COL,NL,51,184,26,59,8,2,1,17,8,2,14,38,0,2,1,3,3 +tarplst01,2020,1,MIA,NL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tatedi01,2020,1,BAL,AL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tatisfe02,2020,1,SDN,NL,59,224,50,62,11,2,17,45,11,3,27,61,1,5,0,1,6 +tauchmi01,2020,1,NYA,AL,43,95,18,23,6,0,0,14,6,0,14,26,3,1,0,1,3 +taverle01,2020,1,TEX,AL,33,119,20,27,6,1,4,6,8,0,14,43,0,0,1,0,0 +taylobe04,2020,1,CLE,AL,7,21,1,1,0,0,0,2,0,0,2,9,0,0,1,0,0 +taylobl01,2020,1,HOU,AL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tayloch03,2020,1,LAN,NL,56,185,30,50,10,2,8,32,3,2,26,55,0,2,1,0,3 +taylojo02,2020,1,BOS,AL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +taylomi02,2020,1,WAS,NL,38,92,11,18,6,0,5,16,0,0,6,27,0,1,0,0,2 +tayloty01,2020,1,MIL,NL,22,38,6,9,4,0,2,6,0,0,2,8,0,1,0,0,1 +teherju01,2020,1,LAA,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tejedan01,2020,1,TEX,AL,23,75,7,19,4,1,3,8,4,1,2,30,0,0,0,0,2 +tellero01,2020,1,TOR,AL,35,113,20,32,5,0,8,23,0,1,11,20,1,1,0,2,1 +teperry01,2020,1,CHN,NL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thaisma01,2020,1,LAA,AL,8,21,3,3,0,0,1,1,0,0,4,8,0,0,0,0,1 +thameer01,2020,1,WAS,NL,41,123,10,25,5,0,3,12,1,0,14,42,1,3,0,0,2 +thielca01,2020,1,MIN,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thomala02,2020,1,SLN,NL,18,36,5,4,2,0,1,2,0,0,4,13,0,0,0,0,1 +thompry02,2020,1,TBA,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thorntr01,2020,1,TOR,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thornty01,2020,1,CIN,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +thorple01,2020,1,MIN,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tinocje01,2020,1,MIA,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tinocje01,2020,2,COL,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +tomlijo01,2020,1,ATL,NL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +topaju01,2020,1,MIL,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +toroab01,2020,1,HOU,AL,33,87,13,13,2,0,3,9,1,1,3,23,0,7,0,0,1 +torregl01,2020,1,NYA,AL,42,136,17,33,8,0,3,16,1,0,22,28,0,2,0,0,5 +torrelu01,2020,1,SDN,NL,7,11,0,3,1,0,0,0,0,0,1,2,0,0,1,0,0 +torrelu01,2020,2,SEA,AL,18,59,5,15,4,0,1,6,0,0,6,13,0,0,0,0,1 +torrero01,2020,1,PHI,NL,4,7,1,1,1,0,0,0,0,0,0,0,0,0,0,0,1 +toussto01,2020,1,ATL,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +treinbl01,2020,1,LAN,NL,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +trevijo01,2020,1,TEX,AL,24,76,10,19,8,0,2,9,0,0,3,15,0,1,1,2,1 +triggan01,2020,1,SFN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +triggan01,2020,2,BOS,AL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +trivilo01,2020,1,OAK,AL,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +trompch01,2020,1,SFN,NL,24,61,11,13,1,0,4,10,0,0,1,20,0,0,0,2,3 +tropeni01,2020,1,PIT,NL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +troutmi01,2020,1,LAA,AL,53,199,41,56,9,2,17,46,1,1,35,56,4,3,0,4,1 +tsutsyo01,2020,1,TBA,AL,51,157,27,31,5,1,8,24,0,0,26,50,1,1,0,1,5 +tuckeco01,2020,1,PIT,NL,37,109,17,24,3,0,1,8,1,0,5,31,0,0,1,1,3 +tuckeky01,2020,1,HOU,AL,58,209,33,56,12,6,9,42,8,1,18,46,2,0,0,1,2 +turleni01,2020,1,PIT,NL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +turnbsp01,2020,1,DET,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +turneju01,2020,1,LAN,NL,42,150,26,46,9,1,4,23,1,0,18,26,0,6,0,1,2 +turnetr01,2020,1,WAS,NL,59,233,46,78,15,4,12,41,12,4,22,36,0,2,0,2,5 +underdu01,2020,1,CHN,NL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +uptonju01,2020,1,LAA,AL,42,147,20,30,5,0,9,22,0,2,11,43,0,7,0,1,6 +urenajo01,2020,1,MIA,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +uriasju01,2020,1,LAN,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +uriaslu01,2020,1,MIL,NL,41,109,11,26,4,1,0,11,2,2,10,32,0,1,0,0,4 +uriasra01,2020,1,BAL,AL,10,25,3,9,2,0,1,3,0,0,2,6,0,0,0,0,1 +urquijo01,2020,1,HOU,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +urshegi01,2020,1,NYA,AL,43,151,24,45,11,0,6,30,1,0,18,25,0,1,0,4,6 +valaipa01,2020,1,BAL,AL,52,141,24,39,4,0,8,16,0,2,8,34,0,0,1,0,3 +valdece01,2020,1,BAL,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +valdefr01,2020,1,HOU,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +valdeph01,2020,1,BOS,AL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vanmejo01,2020,1,CIN,NL,14,34,3,2,1,0,1,1,1,0,3,16,0,1,0,0,0 +vanmejo01,2020,2,ARI,NL,12,36,6,7,2,0,1,5,0,0,4,8,0,1,0,0,0 +vargail01,2020,1,ARI,NL,8,20,2,3,0,0,0,0,0,0,1,5,0,0,0,0,1 +vargail01,2020,2,MIN,AL,10,22,3,5,1,1,0,2,0,0,1,2,0,0,0,1,1 +vargail01,2020,3,CHN,NL,6,9,1,2,0,0,1,1,0,0,0,3,0,0,0,0,0 +varshda01,2020,1,ARI,NL,37,101,16,19,5,2,3,9,3,1,12,33,0,2,0,0,1 +vazquch01,2020,1,BOS,AL,47,173,22,49,9,0,7,23,4,3,16,43,0,0,0,0,6 +velasvi01,2020,1,PHI,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +velazan01,2020,1,BAL,AL,40,63,11,10,1,1,0,3,4,2,10,23,0,0,4,0,2 +vendipa01,2020,1,MIA,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +verdual01,2020,1,BOS,AL,53,201,36,62,16,0,6,15,4,0,17,45,1,2,0,1,4 +verlaju01,2020,1,HOU,AL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vesiaal01,2020,1,MIA,NL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +villajo01,2020,1,MIA,NL,30,116,10,30,4,0,2,9,9,5,10,32,1,0,1,1,2 +villajo01,2020,2,TOR,AL,22,69,3,13,1,0,0,6,7,0,9,22,0,0,0,1,0 +vilorme01,2020,1,KCA,AL,15,21,1,4,1,0,0,0,0,0,2,9,0,1,0,0,0 +vinceni01,2020,1,MIA,NL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vogelda01,2020,1,SEA,AL,18,53,3,5,1,0,2,4,0,0,11,13,1,0,0,0,1 +vogelda01,2020,2,TOR,AL,2,4,0,0,0,0,0,0,0,0,1,2,0,0,0,0,0 +vogelda01,2020,3,MIL,NL,19,58,13,19,2,0,4,12,0,0,8,18,0,1,0,0,2 +vogtst01,2020,1,ARI,NL,26,72,6,12,5,0,1,7,0,0,8,18,0,0,0,1,1 +voitlu01,2020,1,NYA,AL,56,213,41,59,5,0,22,52,0,0,17,54,0,3,0,1,4 +volqued01,2020,1,TEX,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vothau01,2020,1,WAS,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +vottojo01,2020,1,CIN,NL,54,186,32,42,8,0,11,22,0,0,37,43,1,0,0,0,5 +wachami01,2020,1,NYN,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +waddebr01,2020,1,PIT,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wadela01,2020,1,MIN,AL,16,39,3,9,3,0,0,1,1,1,4,9,0,1,0,0,0 +wadety01,2020,1,NYA,AL,52,88,19,15,3,0,3,10,4,1,12,22,0,3,1,1,1 +wagueja01,2020,1,TOR,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wahlbo01,2020,1,MIL,NL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wainwad01,2020,1,SLN,NL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +waldema01,2020,1,BOS,AL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +walkech02,2020,1,ARI,NL,57,218,35,59,18,1,7,34,1,1,19,50,0,3,0,3,6 +walkene01,2020,1,PHI,NL,18,39,5,9,3,0,0,3,0,0,1,13,0,0,0,1,0 +walketa01,2020,1,SEA,AL,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +walketa01,2020,2,TOR,AL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wallach01,2020,1,MIA,NL,15,44,4,10,3,0,1,6,0,0,3,12,0,0,1,0,1 +walshja01,2020,1,LAA,AL,32,99,19,29,4,2,9,26,0,0,5,15,0,1,0,3,0 +waltodo01,2020,1,SEA,AL,5,13,0,2,1,0,0,3,0,1,1,5,0,0,0,0,1 +wardta01,2020,1,LAA,AL,34,94,16,26,6,2,0,5,2,0,8,28,0,0,0,0,1 +watsoto01,2020,1,SFN,NL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +weavelu01,2020,1,ARI,NL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +webbja01,2020,1,ATL,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +webblo01,2020,1,SFN,NL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +webbty01,2020,1,SLN,NL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +weberry01,2020,1,BOS,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +weemsjo01,2020,1,OAK,AL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +weigepa01,2020,1,ATL,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wendejb01,2020,1,OAK,AL,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wendljo01,2020,1,TBA,AL,50,168,24,48,9,2,4,17,8,2,10,35,1,5,0,1,1 +wheelza01,2020,1,PHI,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +whiteaa01,2020,1,MIN,AL,3,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +whiteel04,2020,1,TEX,AL,19,48,5,9,2,0,0,3,1,1,3,16,0,0,0,1,0 +whiteev01,2020,1,SEA,AL,54,182,19,32,7,0,8,26,1,2,18,84,0,1,0,1,3 +whitemi03,2020,1,LAN,NL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +whitlko01,2020,1,SLN,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wickro01,2020,1,CHN,NL,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +widenta01,2020,1,ARI,NL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wieckbr01,2020,1,CHN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wietema01,2020,1,SLN,NL,19,35,3,7,1,0,0,4,0,0,3,10,0,2,1,0,1 +willide03,2020,1,MIL,NL,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +williju02,2020,1,SLN,NL,3,5,0,1,0,0,0,0,0,0,1,2,0,0,0,0,0 +willima07,2020,1,BAL,AL,10,18,0,2,0,1,0,0,0,1,0,9,0,0,0,0,0 +willita01,2020,1,SEA,AL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +willita01,2020,2,SDN,NL,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +willitr01,2020,1,PIT,NL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wilsobr02,2020,1,ATL,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wilsoju10,2020,1,NYN,NL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +winkeje01,2020,1,CIN,NL,54,149,27,38,7,0,12,23,1,0,28,46,0,5,0,1,3 +winklda01,2020,1,CHN,NL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wisdopa01,2020,1,CHN,NL,2,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wislema01,2020,1,MIN,AL,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wittgni01,2020,1,CLE,AL,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wojcias01,2020,1,BAL,AL,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wolteto01,2020,1,COL,NL,42,100,10,23,4,0,0,8,0,0,6,30,0,1,2,0,1 +wongko01,2020,1,SLN,NL,53,181,26,48,4,2,1,16,5,2,20,30,1,4,2,1,1 +woodal02,2020,1,LAN,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +woodfja01,2020,1,SLN,NL,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +woodrbr01,2020,1,MIL,NL,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +workmbr01,2020,1,BOS,AL,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +workmbr01,2020,2,PHI,NL,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +wrighky01,2020,1,ATL,NL,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +yacabji01,2020,1,SEA,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +yajurmi01,2020,1,NYA,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +yamagsh01,2020,1,TOR,AL,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +yamamjo01,2020,1,MIA,NL,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +yarbrry01,2020,1,TBA,AL,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +yardler01,2020,1,MIL,NL,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +yastrmi01,2020,1,SFN,NL,54,192,39,57,14,4,10,35,2,1,30,55,2,3,0,0,2 +yateski01,2020,1,SDN,NL,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +yelicch01,2020,1,MIL,NL,58,200,39,41,7,1,12,22,4,2,46,76,2,1,0,0,4 +ynoahu01,2020,1,ATL,NL,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +youngal01,2020,1,ARI,NL,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +youngan02,2020,1,ARI,NL,12,26,3,5,2,0,1,4,0,0,5,10,0,3,0,0,0 +zeuchtj01,2020,1,TOR,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +zimmebr01,2020,1,CLE,AL,20,37,3,6,0,0,1,3,2,1,7,14,0,5,0,1,2 +zimmebr02,2020,1,BAL,AL,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +zimmejo02,2020,1,DET,AL,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +zimmeky01,2020,1,KCA,AL,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +zuberty01,2020,1,KCA,AL,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +zuninmi01,2020,1,TBA,AL,28,75,8,11,4,0,4,10,0,0,6,37,0,3,0,0,0 diff --git a/data/Pitching.csv b/data/Pitching.csv new file mode 100644 index 0000000..b03a27e --- /dev/null +++ b/data/Pitching.csv @@ -0,0 +1,48400 @@ +playerID,yearID,stint,teamID,lgID,W,L,G,GS,CG,SHO,SV,IPouts,H,ER,HR,BB,SO,BAOpp,ERA,IBB,WP,HBP,BK,BFP,GF,R,SH,SF,GIDP +bechtge01,1871,1,PH1,NA,1,2,3,3,2,0,0,78,43,23,0,11,1,,7.96,,7,,0,146,0,42,,, +brainas01,1871,1,WS3,NA,12,15,30,30,30,0,0,792,361,132,4,37,13,,4.50,,7,,0,1291,0,292,,, +fergubo01,1871,1,NY2,NA,0,0,1,0,0,0,0,3,8,3,0,0,0,,27.00,,2,,0,14,0,9,,, +fishech01,1871,1,RC1,NA,4,16,24,24,22,1,0,639,295,103,3,31,15,,4.35,,20,,0,1080,1,257,,, +fleetfr01,1871,1,NY2,NA,0,1,1,1,1,0,0,27,20,10,0,3,0,,10.00,,0,,0,57,0,21,,, +flowedi01,1871,1,TRO,NA,0,0,1,0,0,0,0,3,1,0,0,0,0,,0.00,,0,,0,3,1,0,,, +mackde01,1871,1,RC1,NA,0,1,3,1,1,0,0,39,20,5,0,3,1,,3.46,,1,,0,70,1,30,,, +mathebo01,1871,1,FW1,NA,6,11,19,19,19,1,0,507,261,97,5,21,17,,5.17,,15,,2,876,0,243,,, +mcbridi01,1871,1,PH1,NA,18,5,25,25,25,0,0,666,285,113,3,40,15,,4.58,,3,,0,1059,0,223,,, +mcmuljo01,1871,1,TRO,NA,12,15,29,29,28,0,0,747,430,153,4,75,12,,5.53,,44,,0,1334,0,362,,, +meyerle01,1871,1,PH1,NA,0,0,1,0,0,0,0,3,1,1,0,2,0,,9.00,,1,,0,6,1,1,,, +paborch01,1871,1,CL1,NA,0,2,7,1,1,0,0,88,50,22,4,6,0,,6.75,,2,,0,160,5,53,,, +pinkhed01,1871,1,CH1,NA,1,0,3,0,0,0,1,31,10,4,0,3,0,,3.48,,5,,0,51,3,8,,, +prattal01,1871,1,CL1,NA,10,17,28,28,22,0,0,674,296,94,9,47,34,,3.77,,48,,0,1117,1,288,,, +spaldal01,1871,1,BS1,NA,19,10,31,31,22,1,0,772,333,96,2,38,23,,3.36,,11,,0,1279,3,272,,, +stearbi01,1871,1,WS3,NA,2,0,2,2,2,0,0,54,10,5,0,8,0,,2.50,,0,,0,75,0,11,,, +woltery01,1871,1,NY2,NA,16,16,32,32,31,1,0,849,345,108,7,39,22,,3.43,,15,,0,1349,1,283,,, +wrighha01,1871,1,BS1,NA,1,0,9,0,0,0,3,56,34,13,0,4,0,,6.27,,3,,0,105,6,31,,, +zettlge01,1871,1,CH1,NA,18,9,28,28,25,0,0,722,298,73,6,25,22,,2.73,,24,,0,1143,0,233,,, +bentlcy01,1872,1,MID,NA,2,15,18,17,14,0,0,432,259,97,4,12,5,,6.06,,6,,0,794,1,253,,, +brainas01,1872,1,WS3,NA,2,7,9,9,9,0,0,237,148,56,0,5,1,,6.38,,12,,0,449,0,140,,, +brainas01,1872,2,MID,NA,0,2,2,2,1,0,0,24,13,5,1,0,0,,5.63,,0,,0,50,0,17,,, +brittji01,1872,1,BR2,NA,9,28,37,37,37,0,0,1008,568,169,6,21,13,,4.53,,26,,1,1762,0,473,,, +buttefr01,1872,1,MID,NA,3,2,8,5,5,0,0,177,94,28,1,3,5,,4.27,,0,,0,295,3,78,,, +clintji01,1872,1,BR1,NA,0,1,1,1,1,0,0,27,25,7,1,1,1,,7.00,,0,,0,68,0,36,,, +cummica01,1872,1,NY2,NA,33,20,55,55,53,3,0,1491,604,166,2,31,45,,3.01,,15,,0,2251,0,347,,, +fishech01,1872,1,BL1,NA,10,1,19,11,9,1,1,330,93,22,0,11,20,,1.80,,5,,0,482,6,78,,, +malonma01,1872,1,BR1,NA,0,2,2,2,2,0,0,54,51,21,1,4,0,,10.50,,0,,0,119,0,50,,, +martiph01,1872,1,TRO,NA,1,2,8,3,0,0,0,112,70,20,0,2,2,,4.82,,0,,0,202,4,59,,, +martiph01,1872,2,BR1,NA,2,7,10,9,9,0,0,255,143,37,1,9,3,,3.92,,9,,0,448,1,106,,, +mathebo01,1872,1,BL1,NA,25,18,49,47,39,0,0,1218,480,144,3,52,57,,3.19,,25,,0,1922,4,356,,, +mcbridi01,1872,1,PH1,NA,30,14,47,47,47,1,0,1258,508,133,3,26,44,,2.85,,10,,0,1944,0,349,,, +mcderjo01,1872,1,BR1,NA,0,7,7,7,7,0,0,189,143,57,3,14,1,,8.14,,17,,0,394,0,144,,, +mcmuljo01,1872,1,NY2,NA,1,0,3,1,1,0,1,45,18,6,0,2,1,,3.60,,3,,0,75,2,15,,, +orour01,1872,1,BR1,NA,0,1,1,1,1,0,0,27,16,8,0,2,0,,8.00,,1,,0,51,0,15,,, +paborch01,1872,1,CL1,NA,1,1,2,2,2,0,0,54,20,8,0,3,0,,4.00,,3,,0,84,0,15,,, +prattal01,1872,1,CL1,NA,2,9,15,12,8,0,0,317,150,68,3,14,7,,5.79,,14,,0,538,2,133,,, +spaldal01,1872,1,BS1,NA,38,8,48,48,41,3,0,1214,417,83,0,27,28,,1.85,,39,,1,1738,1,224,,, +stearbi01,1872,1,WS4,NA,0,11,11,11,11,0,0,297,193,68,2,3,2,,6.18,,2,,0,572,0,190,,, +woltery01,1872,1,CL1,NA,3,6,12,8,5,0,0,226,115,51,3,7,4,,6.09,,6,,0,385,5,106,,, +wrighha01,1872,1,BS1,NA,1,0,7,0,0,0,4,77,26,6,0,0,1,,2.10,,0,,0,109,6,12,,, +zettlge01,1872,1,TRO,NA,14,8,25,22,17,2,1,563,207,45,2,8,17,,2.16,,3,,0,836,4,132,,, +zettlge01,1872,2,BR1,NA,1,8,9,9,8,0,0,226,106,30,1,6,8,,3.58,,6,,0,360,0,62,,, +bechtge01,1873,1,PH2,NA,0,2,3,2,1,0,0,48,27,8,0,2,0,,4.50,,0,,0,87,1,24,,, +brainas01,1873,1,BL1,NA,5,7,14,14,12,0,0,326,182,50,0,9,3,,4.14,,3,,0,568,0,139,,, +brittji01,1873,1,BR2,NA,17,36,54,54,51,1,0,1442,696,218,6,41,16,,4.08,,19,,0,2353,0,519,,, +campbhu01,1873,1,ELI,NA,2,16,19,18,18,0,0,495,251,54,6,8,7,,2.95,,3,,0,852,1,213,,, +cummica01,1873,1,BL1,NA,28,14,42,42,42,1,0,1146,475,119,4,33,34,,2.80,,10,,0,1768,0,292,,, +fergubo01,1873,1,BR2,NA,0,1,4,1,1,0,0,58,41,12,2,2,0,,5.59,,0,,0,109,3,30,,, +fishech01,1873,1,PH1,NA,3,4,13,5,5,0,2,253,90,17,1,10,14,,1.81,,6,,0,400,8,73,,, +fleetfr01,1873,1,ELI,NA,0,3,3,3,2,0,0,72,57,14,0,0,1,,5.25,,0,,0,141,0,47,,, +forceda01,1873,1,BL1,NA,1,1,3,1,1,0,0,54,23,5,0,1,0,,2.50,,1,,0,90,2,20,,, +frencbi01,1873,1,BL4,NA,0,1,1,1,1,0,0,27,30,12,0,0,0,,12.00,,0,,0,65,0,27,,, +fulmech01,1873,1,PH2,NA,0,0,2,0,0,0,0,15,7,2,0,1,0,,3.60,,0,,0,24,2,4,,, +greasjo01,1873,1,WS5,NA,1,6,7,7,7,0,0,189,113,41,3,10,5,,5.86,,8,,0,325,0,90,,, +lovetle01,1873,1,ELI,NA,0,1,1,1,1,0,0,27,22,7,0,1,1,,7.00,,0,,0,56,0,16,,, +martiph01,1873,1,NY2,NA,0,1,6,1,1,0,0,102,50,13,0,6,1,,3.44,,1,,0,177,5,37,,, +mathebo01,1873,1,NY2,NA,29,23,52,52,47,2,0,1329,489,127,5,62,79,,2.58,,23,,0,2008,0,348,,, +mcbridi01,1873,1,PH1,NA,24,19,46,46,38,3,0,1148,453,142,3,47,25,,3.34,,9,,0,1778,0,325,,, +mcdoo01,1873,1,BL4,NA,0,1,1,1,1,0,0,27,18,3,0,0,0,,3.00,,0,,0,59,0,24,,, +mcmuljo01,1873,1,PH1,NA,1,0,1,1,1,0,0,24,10,2,0,1,2,,2.25,,0,,0,34,0,5,,, +selmafr01,1873,1,BL4,NA,0,1,1,1,1,0,0,27,21,8,0,0,0,,8.00,,0,,0,60,0,26,,, +spaldal01,1873,1,BS1,NA,41,14,60,54,46,1,3,1490,643,165,5,36,50,,2.99,,18,,0,2297,9,413,,, +stearbi01,1873,1,WS5,NA,7,25,32,32,32,0,0,849,481,145,8,16,5,,4.61,,8,,0,1463,0,395,,, +strated01,1873,1,BL4,NA,0,3,3,3,3,0,0,81,75,25,1,1,0,,8.33,,0,,0,183,0,75,,, +woltery01,1873,1,ELI,NA,0,1,1,1,1,0,0,27,13,0,0,1,1,,0.00,,0,,0,60,0,23,,, +wrighha01,1873,1,BS1,NA,2,2,14,6,0,0,4,118,65,18,0,6,5,,4.12,,2,,1,204,5,47,,, +zettlge01,1873,1,PH2,NA,36,15,51,51,49,0,0,1380,594,146,3,41,29,,2.86,,13,,0,2133,0,368,,, +bechtge01,1874,1,PH2,NA,1,3,6,4,4,0,0,117,57,7,0,1,0,,1.62,,0,,0,193,1,42,,, +bondto01,1874,1,BR2,NA,22,32,55,55,55,1,0,1491,606,112,15,8,42,,2.03,,6,,0,2288,0,440,,, +brainas01,1874,1,BL1,NA,5,22,30,27,25,0,0,720,405,99,1,27,8,,3.71,,19,,0,1267,4,329,,, +collida01,1874,1,CH2,NA,1,1,2,2,1,0,0,33,22,6,0,2,0,,4.91,,12,,0,59,0,17,,, +cummica01,1874,1,PH2,NA,28,26,54,54,52,3,0,1449,616,105,4,18,61,,1.96,,3,,0,2246,1,386,,, +fergubo01,1874,1,BR2,NA,0,1,1,1,1,0,0,27,12,4,0,3,0,,4.00,,0,,0,47,0,10,,, +fishech01,1874,1,HR1,NA,13,23,39,35,31,0,0,967,416,83,1,13,25,,2.32,,16,,0,1513,5,277,,, +forceda01,1874,1,CH2,NA,0,0,1,0,0,0,0,21,22,12,4,0,0,,15.43,,0,,0,51,1,24,,, +hatfijo01,1874,1,NY2,NA,0,1,3,0,0,0,0,24,11,2,0,0,0,,2.25,,0,,0,35,3,6,,, +mannija01,1874,1,BL1,NA,4,16,22,20,17,0,0,530,222,41,2,12,12,,2.09,,2,,0,846,1,168,,, +mathebo01,1874,1,NY2,NA,42,22,65,65,62,4,0,1734,652,122,3,41,101,,1.90,,32,,0,2543,0,371,,, +mcbridi01,1874,1,PH1,NA,33,22,55,55,55,0,0,1461,514,89,6,32,37,,1.64,,9,,0,2171,0,344,,, +ryanjo01,1874,1,BL1,NA,0,0,1,0,0,0,0,10,13,6,0,0,0,,16.20,,1,,0,23,0,8,,, +spaldal01,1874,1,BS1,NA,52,16,71,69,65,4,0,1852,755,132,1,19,31,,1.92,,18,,0,2784,2,402,,, +stearbi01,1874,1,HR1,NA,3,14,22,18,14,0,0,476,237,52,0,15,14,,2.95,,3,,0,813,3,194,,, +wrighha01,1874,1,BS1,NA,0,2,6,2,0,0,3,50,24,4,0,4,0,,2.16,,0,,0,78,4,13,,, +zettlge01,1874,1,CH2,NA,27,30,57,57,57,3,0,1547,640,139,3,43,26,,2.43,,6,,0,2385,0,439,,, +arundha01,1875,1,BR2,NA,0,1,1,1,0,0,0,7,6,2,0,0,0,,7.71,,0,,0,15,0,6,,, +bechtge01,1875,1,PH3,NA,2,12,14,14,14,0,0,378,169,38,0,5,6,,2.71,,9,,0,621,0,138,,, +bechtge01,1875,2,PH1,NA,3,1,4,4,4,0,0,108,41,10,0,3,3,,2.50,,1,,0,150,0,19,,, +blongjo01,1875,1,SL1,NA,3,12,15,15,12,1,0,387,169,44,0,2,14,,3.07,,12,,1,597,1,121,,, +bondto01,1875,1,HR1,NA,19,16,40,39,37,6,0,1056,302,55,3,7,70,,1.41,,17,,0,1408,2,152,,, +bordejo01,1875,1,PH2,NA,2,4,7,7,7,2,0,198,47,11,0,7,9,,1.50,,1,,0,266,0,30,,, +boydbi01,1875,1,BR2,NA,0,0,1,0,0,0,0,5,4,0,0,0,0,,0.00,,1,,0,9,1,3,,, +bradlge01,1875,1,SL2,NA,33,26,60,60,57,5,0,1607,540,127,3,17,60,,2.13,,23,,0,2258,1,304,,, +cassijo01,1875,1,BR2,NA,1,21,30,22,18,0,0,641,284,72,3,11,9,,3.03,,20,,0,1035,8,242,,, +clintji01,1875,1,BR2,NA,1,13,17,14,9,0,0,369,141,33,0,5,7,,2.41,,17,,0,544,3,104,,, +cummica01,1875,1,HR1,NA,35,12,48,47,46,7,0,1248,397,74,0,4,82,,1.60,,17,,0,1696,1,184,,, +devliji01,1875,1,CH2,NA,7,16,28,24,24,0,0,672,254,48,0,12,23,,1.93,,14,,0,1005,4,179,,, +edwar01,1875,1,BR2,NA,0,1,1,1,0,0,0,6,4,1,0,0,0,,4.50,,1,,0,13,0,6,,, +fergubo01,1875,1,HR1,NA,0,0,1,0,0,0,0,6,9,5,1,0,0,,22.50,,1,,0,15,0,7,,, +fishech01,1875,1,PH2,NA,22,19,41,41,36,2,0,1074,345,79,6,9,18,,1.99,,12,,0,1517,2,189,,, +fleetfr01,1875,1,SL2,NA,2,1,3,3,3,0,0,81,33,10,0,3,3,,3.33,,1,,0,122,0,17,,, +fleetfr01,1875,2,BR2,NA,0,1,2,1,1,0,0,46,26,8,0,0,0,,4.70,,1,,0,78,0,20,,, +galvipu01,1875,1,SL2,NA,4,2,8,7,7,0,1,186,53,8,0,1,8,,1.16,,1,,0,255,1,37,,, +gedneco01,1875,1,NY2,NA,1,0,2,1,1,0,0,33,7,1,0,1,2,,0.82,,2,,0,43,1,4,,, +goldemi01,1875,1,KEO,NA,1,12,13,13,13,0,0,339,111,23,0,12,20,,1.83,,12,,0,506,0,88,,, +goldemi01,1875,2,CH2,NA,6,7,14,14,12,1,0,357,129,25,0,8,14,,1.89,,13,,0,531,0,95,,, +heifefr01,1875,1,BS1,NA,0,0,2,0,0,0,1,7,6,4,0,0,0,,15.43,,0,,0,13,1,4,,, +knighge01,1875,1,NH1,NA,1,0,1,1,1,0,0,27,12,3,0,0,0,,3.00,,0,,0,41,0,6,,, +knighlo01,1875,1,PH1,NA,6,5,13,13,12,0,0,321,114,27,0,12,15,,2.27,,7,,0,453,0,73,,, +luffhe01,1875,1,NH1,NA,1,6,10,7,5,0,0,206,98,25,2,3,5,,3.28,,5,,2,335,2,91,,, +mannija01,1875,1,BS1,NA,16,2,27,18,8,1,6,432,152,38,1,14,34,,2.38,,15,,0,630,7,86,,, +masonch01,1875,2,WS6,NA,0,0,1,0,0,0,0,6,3,1,0,1,0,,4.50,,0,,0,11,1,2,,, +mathebo01,1875,1,NY2,NA,29,38,70,70,69,3,0,1877,711,173,4,20,75,,2.49,,28,,0,2759,0,421,,, +mcbridi01,1875,1,PH1,NA,44,14,60,60,59,6,0,1614,607,139,4,24,27,,2.33,,8,,0,2294,0,297,,, +mcmuljo01,1875,1,PH2,NA,0,0,4,0,0,0,0,34,32,10,0,1,0,,7.94,,3,,0,70,3,23,,, +mcveyca01,1875,1,BS1,NA,1,0,3,2,0,0,1,33,15,6,0,1,1,,4.91,,2,,0,52,1,9,,, +morgapi01,1875,1,SL1,NA,1,3,7,4,4,1,0,126,40,6,0,1,7,,1.29,,2,,0,190,2,40,,, +nichotr01,1875,1,NH1,NA,4,29,34,33,30,0,0,864,321,76,2,9,48,,2.38,,20,,1,1333,2,245,,, +oneilj01,1875,1,BR2,NA,0,4,5,4,3,0,0,102,59,19,3,0,0,,5.03,,2,,0,172,1,45,,, +paborch01,1875,1,BR2,NA,0,1,1,1,0,0,0,12,11,4,0,1,0,,9.00,,0,,0,28,0,12,,, +parksbi01,1875,1,WS6,NA,4,8,14,11,9,0,0,320,144,39,3,5,3,,3.29,,8,,0,520,3,120,,, +parksbi01,1875,2,PH2,NA,0,0,2,0,0,0,0,16,13,5,0,1,0,,8.44,,1,,0,32,1,11,,, +pearcdi01,1875,1,SL2,NA,0,0,2,0,0,0,0,16,10,2,0,0,0,,3.38,,0,,0,30,1,11,,, +ryanjo01,1875,1,NH1,NA,1,5,10,6,4,0,0,178,70,21,1,9,1,,3.19,,10,,0,283,3,55,,, +spaldal01,1875,1,BS1,NA,54,5,72,62,52,7,9,1712,573,101,1,18,75,,1.59,,17,,1,2354,12,241,,, +stearbi01,1875,1,WS6,NA,1,14,17,16,14,0,0,423,246,63,3,4,3,,4.02,,8,,0,745,1,211,,, +suttoez01,1875,1,PH1,NA,0,0,2,0,0,0,0,18,14,7,0,0,0,,10.50,,1,,0,34,2,13,,, +weavesa01,1875,1,PH2,NA,1,0,1,1,1,0,0,18,6,1,0,2,2,,1.50,,1,,0,27,0,2,,, +withech01,1875,1,WS6,NA,0,1,1,1,0,0,0,3,4,2,0,0,0,,18.00,,0,,0,9,0,5,,, +wrighge01,1875,1,BS1,NA,0,1,2,0,0,0,0,12,5,3,0,0,0,,6.75,,0,,0,17,1,3,,, +zettlge01,1875,1,CH2,NA,17,14,31,31,29,6,0,846,266,40,0,6,18,,1.28,,12,,0,1163,0,142,,, +zettlge01,1875,2,PH2,NA,12,8,21,21,20,1,0,544,209,42,0,10,13,,2.08,,4,,0,803,0,121,,, +barnero01,1876,1,CHN,NL,0,0,1,0,0,0,0,4,7,3,0,0,0,,20.25,,0,,0,13,0,8,,, +blongjo01,1876,1,SL3,NL,0,0,1,0,0,0,0,12,2,0,0,1,0,,0.00,,0,,0,14,1,0,,, +bondto01,1876,1,HAR,NL,31,13,45,45,45,6,0,1224,355,76,2,13,88,,1.68,,8,,0,1623,0,164,,, +bootham01,1876,1,CN1,NL,0,1,3,1,0,0,0,29,22,10,0,0,0,,9.31,,0,,0,51,1,18,,, +boothed01,1876,1,NY3,NL,0,0,1,0,0,0,0,15,16,6,0,0,0,,10.80,,0,,0,34,1,10,,, +bordejo01,1876,1,BSN,NL,11,12,29,24,16,2,1,655,257,70,4,51,34,,2.89,,21,,0,983,6,155,,, +bradlfo01,1876,1,BSN,NL,9,10,22,21,16,1,1,520,201,48,1,16,16,,2.49,,7,,0,779,1,116,,, +bradlge01,1876,1,SL3,NL,45,19,64,64,63,16,0,1719,470,78,3,38,103,,1.23,,34,,0,2269,0,229,,, +clackbo01,1876,1,CN1,NL,0,0,1,0,0,0,0,6,2,1,0,0,0,,4.50,,0,,0,8,1,1,,, +clintji01,1876,1,LS1,NL,0,1,1,1,1,0,0,27,12,6,0,0,1,,6.00,,2,,0,43,0,11,,, +coonwi01,1876,1,PHN,NL,0,0,2,0,0,0,0,21,9,4,0,0,0,,5.14,,0,,0,35,2,8,,, +cummica01,1876,1,HAR,NL,16,8,24,24,24,5,0,648,215,40,0,14,26,,1.67,,7,,0,913,0,97,,, +deando01,1876,1,CN1,NL,4,26,30,30,26,0,0,788,397,109,1,24,22,,3.73,,17,,0,1257,1,268,,, +devliji01,1876,1,LS1,NL,30,35,68,68,66,5,0,1866,566,108,3,37,122,,1.56,,14,,0,2568,0,309,,, +fishech01,1876,1,CN1,NL,4,20,28,24,22,0,0,688,294,77,6,6,29,,3.02,,6,,0,1039,4,206,,, +gouldch01,1876,1,CN1,NL,0,0,2,0,0,0,0,13,10,0,0,0,0,,0.00,,0,,0,25,1,9,,, +knighlo01,1876,1,PHN,NL,10,22,34,32,27,0,0,846,383,82,0,34,12,,2.62,,23,,0,1324,1,288,,, +laffefl01,1876,1,PHN,NL,0,1,1,1,1,0,0,27,5,0,0,0,0,,0.00,,0,,0,33,0,3,,, +larkite01,1876,1,NY3,NL,0,1,1,1,1,0,0,27,9,3,0,0,0,,3.00,,0,,0,39,0,7,,, +mannija01,1876,1,BSN,NL,18,5,34,20,13,0,5,592,213,47,1,32,24,,2.14,,16,,0,878,13,139,,, +mathebo01,1876,1,NY3,NL,21,34,56,56,55,2,0,1548,693,164,8,24,37,,2.86,,3,,0,2327,0,395,,, +mcbridi01,1876,1,BSN,NL,0,4,4,4,3,0,0,99,53,10,1,5,2,,2.73,,1,,0,155,0,35,,, +mcveyca01,1876,1,CHN,NL,5,2,11,6,5,0,2,178,57,10,0,2,9,,1.52,,2,,0,245,4,22,,, +meyerle01,1876,1,PHN,NL,0,2,2,2,2,0,0,54,28,10,0,1,0,,5.00,,6,,0,84,0,23,,, +nichotr01,1876,1,BSN,NL,1,0,1,1,1,0,0,27,7,1,0,0,0,,1.00,,0,,0,35,0,5,,, +pearcfr01,1876,1,LS1,NL,0,0,1,0,0,0,0,12,5,2,0,1,1,,4.50,,2,,0,20,1,4,,, +peterjo01,1876,1,CHN,NL,0,0,1,0,0,0,1,3,1,0,0,1,0,,0.00,,0,,0,5,1,1,,, +piersda01,1876,1,CN1,NL,0,1,1,1,0,0,0,0,2,2,1,0,0,,,,0,,0,2,0,2,,, +ryanjo01,1876,1,LS1,NL,0,0,1,0,0,0,0,24,22,5,0,0,1,,5.63,,7,,0,49,1,20,,, +spaldal01,1876,1,CHN,NL,47,12,61,60,53,8,0,1586,542,103,6,26,39,,1.75,,1,,0,2219,2,226,,, +whitede01,1876,1,CHN,NL,0,0,1,0,0,0,1,6,1,0,0,0,3,,0.00,,0,,0,7,1,0,,, +willida01,1876,1,CN1,NL,1,8,9,9,9,0,0,249,123,39,1,4,9,,4.23,,5,,0,367,0,75,,, +wrighge01,1876,1,BSN,NL,0,0,1,0,0,0,0,3,1,0,0,0,1,,0.00,,1,,0,4,1,0,,, +zettlge01,1876,1,PHN,NL,4,20,28,25,23,1,2,702,358,101,2,6,10,,3.88,,4,,0,1089,4,212,,, +battijo01,1877,1,SL3,NL,0,0,1,0,0,0,0,11,3,2,0,1,1,,4.91,,1,,0,16,1,2,,, +blongjo01,1877,1,SL3,NL,10,9,25,21,17,0,0,562,203,57,0,38,51,,2.74,,29,,0,813,4,121,,, +bondto01,1877,1,BSN,NL,40,17,58,58,58,6,0,1563,530,122,5,36,170,,2.11,,18,,0,2165,0,248,,, +bootham01,1877,1,CN1,NL,1,7,12,8,6,0,0,258,114,34,1,13,18,,3.56,,7,,0,398,4,75,,, +bradlge01,1877,1,CHN,NL,18,23,50,44,35,2,0,1182,452,145,4,39,59,,3.31,,39,,0,1719,7,266,,, +cassijo01,1877,1,HAR,NL,1,1,2,2,2,0,0,54,24,10,0,1,2,,5.00,,0,,0,76,0,11,,, +cummica01,1877,1,CN1,NL,5,14,19,19,16,0,0,467,219,75,2,13,11,,4.34,,15,,0,709,0,144,,, +devliji01,1877,1,LS1,NL,35,25,61,61,61,4,0,1677,617,140,4,41,141,,2.25,,20,,0,2328,0,288,,, +fergubo01,1877,1,HAR,NL,1,1,3,2,2,0,0,75,38,11,0,2,1,,3.96,,0,,0,110,1,15,,, +larkite01,1877,1,HAR,NL,29,25,56,56,55,4,0,1503,510,119,2,53,96,,2.14,,18,,0,2132,0,285,,, +mannija01,1877,1,CN1,NL,0,4,10,4,2,0,1,132,83,34,1,7,6,,6.95,,11,,0,226,6,65,,, +mathebo01,1877,1,CN1,NL,3,12,15,15,13,0,0,388,208,58,0,17,9,,4.04,,10,,0,631,0,132,,, +mcveyca01,1877,1,CHN,NL,4,8,17,10,6,0,2,276,129,46,2,11,20,,4.50,,3,,0,439,6,87,,, +mitchbo01,1877,1,CN1,NL,6,5,12,12,11,1,0,300,123,39,0,11,41,,3.51,,4,,0,448,0,69,,, +nichotr01,1877,1,SL3,NL,18,23,42,39,35,1,0,1050,376,101,2,53,80,,2.60,,22,,0,1484,3,195,,, +reisla01,1877,1,CHN,NL,3,1,4,4,4,1,0,108,29,3,1,6,11,,0.75,,3,,0,142,0,8,,, +roweda01,1877,1,CHN,NL,0,1,1,1,0,0,0,3,3,2,0,2,0,,18.00,,0,,0,7,0,2,,, +spaldal01,1877,1,CHN,NL,1,0,4,1,0,0,1,33,17,4,0,0,2,,3.27,,0,,0,53,2,12,,, +whitewi01,1877,1,BSN,NL,2,1,3,3,3,1,0,81,27,9,0,2,7,,3.00,,2,,0,113,0,15,,, +allisdo01,1878,1,PRO,NL,0,0,1,0,0,0,0,15,11,1,0,1,0,,1.80,,0,,0,26,1,5,,, +bondto01,1878,1,BSN,NL,40,19,59,59,57,9,0,1598,571,122,5,33,182,,2.06,,13,,0,2159,1,222,,, +brownle01,1878,1,PRO,NL,0,0,1,0,0,0,0,3,0,2,0,4,0,,18.00,,2,,0,8,0,4,,, +coreyfr01,1878,1,PRO,NL,1,2,5,5,2,0,0,69,22,6,0,7,7,,2.35,,1,,0,95,0,10,,, +ellicjo01,1878,1,ML2,NL,0,1,1,0,0,0,0,9,1,1,0,1,0,,3.00,,1,,0,11,1,1,,, +fishech01,1878,1,PRO,NL,0,1,1,1,1,0,0,27,14,4,0,0,2,,4.00,,1,,0,46,0,12,,, +goldemi01,1878,1,ML2,NL,3,13,22,18,15,0,0,483,217,74,1,33,52,,4.14,,24,,0,769,4,171,,, +hankifr01,1878,1,CHN,NL,0,1,1,1,1,0,0,27,11,6,0,0,4,,6.00,,1,,0,39,0,9,,, +healeto01,1878,1,PRO,NL,0,3,3,3,3,0,0,72,27,8,1,7,2,,3.00,,6,,0,104,0,17,,, +healeto01,1878,2,IN1,NL,6,4,11,10,9,0,1,267,98,22,1,13,18,,2.22,,2,,0,376,1,50,,, +larkite01,1878,1,CHN,NL,29,26,56,56,56,1,0,1518,511,126,4,31,163,,2.24,,37,,0,2105,0,288,,, +mannija01,1878,1,BSN,NL,1,0,3,1,1,0,0,34,24,18,1,5,2,,14.29,,4,,0,66,1,19,,, +mccorji01,1878,1,IN1,NL,5,8,14,14,12,1,0,351,128,22,0,15,36,,1.69,,4,,0,490,0,47,,, +mckelru01,1878,1,IN1,NL,0,2,4,1,1,0,0,75,38,6,1,3,3,,2.16,,3,,0,121,3,23,,, +mitchbo01,1878,1,CN1,NL,7,2,9,9,9,1,0,240,69,19,1,18,51,,2.14,,3,,0,328,0,32,,, +nichotr01,1878,1,PRO,NL,4,7,11,10,10,0,0,294,157,46,0,8,21,,4.22,,9,,0,464,1,98,,, +nolanth01,1878,1,IN1,NL,13,22,38,38,37,1,0,1041,357,99,1,56,125,,2.57,,21,,0,1469,0,208,,, +reisla01,1878,1,CHN,NL,1,3,4,4,4,0,0,108,55,13,0,4,8,,3.25,,0,,0,168,0,34,,, +wardjo01,1878,1,PRO,NL,22,13,37,37,37,6,0,1002,308,56,3,34,116,,1.51,,26,,0,1365,0,151,,, +weavesa01,1878,1,ML2,NL,12,31,45,43,39,1,0,1149,371,83,2,21,95,,1.95,,25,,0,1589,2,214,,, +wheelha01,1878,1,PRO,NL,6,1,7,6,6,0,0,186,70,24,1,25,25,,3.48,,13,,0,280,1,40,,, +whitewi01,1878,1,CN1,NL,30,21,52,52,52,5,0,1404,477,93,1,45,169,,1.79,,40,,0,1939,0,249,,, +bondto01,1879,1,BSN,NL,43,19,64,64,59,11,0,1666,543,121,8,24,155,,1.96,,13,,0,2189,1,206,,, +bradlge01,1879,1,TRN,NL,13,40,54,54,53,3,0,1461,590,154,12,26,133,,2.85,,43,,0,2170,0,361,,, +broutda01,1879,1,TRN,NL,0,2,3,2,2,0,0,63,35,13,0,8,6,,5.57,,4,,0,110,1,30,,, +dorgami01,1879,1,SR1,NL,0,0,2,0,0,0,0,36,13,3,0,2,8,,2.25,,2,,0,52,0,6,,, +foleycu01,1879,1,BSN,NL,9,9,21,16,16,1,0,485,175,45,1,15,57,,2.51,,9,,0,709,4,111,,, +galvipu01,1879,1,BFN,NL,37,27,66,66,65,6,0,1779,585,150,3,31,136,,2.28,,23,,0,2436,0,299,,, +gardngi01,1879,1,TRN,NL,0,2,2,2,2,0,0,42,27,9,0,0,3,,5.79,,7,,0,74,0,21,,, +goldsfr01,1879,1,TRN,NL,2,4,8,7,7,0,0,189,61,11,0,1,31,,1.57,,3,,0,258,1,38,,, +hankifr01,1879,1,CHN,NL,15,10,26,25,25,2,0,692,248,64,0,27,69,,2.50,,4,,0,1000,1,134,,, +larkite01,1879,1,CHN,NL,31,23,58,58,57,4,0,1540,514,139,5,30,142,,2.44,,20,,0,2176,0,277,,, +mathebo01,1879,1,PRO,NL,12,6,27,25,15,1,1,567,194,48,4,26,90,,2.29,,17,,0,779,2,85,,, +mccorha01,1879,1,SR1,NL,18,33,54,54,49,5,0,1372,517,152,3,31,96,,2.99,,31,,0,1975,4,291,,, +mccorji01,1879,1,CL2,NL,20,40,62,60,59,3,0,1639,582,147,3,74,197,,2.42,,30,,0,2325,1,308,,, +mcgunbi01,1879,1,BFN,NL,9,5,14,13,13,2,0,360,113,35,0,16,62,,2.63,,2,,0,496,1,66,,, +mcmanpa01,1879,1,TRN,NL,0,2,2,2,2,0,0,63,24,7,1,1,6,,3.00,,2,,0,94,0,21,,, +mcveyca01,1879,1,CN1,NL,0,2,3,1,1,0,0,42,34,13,1,2,7,,8.36,,3,,0,77,1,23,,, +mitchbo01,1879,1,CL2,NL,7,15,23,22,20,0,0,584,236,71,1,42,90,,3.28,,26,,0,876,2,153,,, +neaglja01,1879,1,CN1,NL,0,1,2,2,1,0,0,39,13,5,0,5,4,,3.46,,1,,0,59,0,12,,, +purcebl01,1879,1,SR1,NL,4,15,22,17,15,0,0,539,245,75,1,19,28,,3.76,,31,,0,827,3,165,,, +purcebl01,1879,2,CN1,NL,0,2,2,2,2,0,0,54,27,8,0,2,3,,4.00,,3,,0,78,0,15,,, +richmle01,1879,1,BSN,NL,1,0,1,1,1,0,0,27,4,2,0,1,11,,2.00,,1,,0,36,0,6,,, +salisha01,1879,1,TRN,NL,4,6,10,10,9,0,0,267,103,22,0,11,31,,2.22,,8,,0,400,0,72,,, +tyngji01,1879,1,BSN,NL,1,2,3,3,3,0,0,81,35,15,0,6,7,,5.00,,1,,0,126,0,25,,, +wardjo01,1879,1,PRO,NL,47,19,70,60,58,2,1,1761,571,140,5,36,239,,2.15,,29,,0,2425,10,270,,, +wheelha01,1879,1,CN1,NL,0,1,1,1,0,0,0,3,6,9,0,4,0,,81.00,,1,,0,13,0,10,,, +whitewi01,1879,1,CN1,NL,43,31,76,75,75,4,0,2040,676,150,10,68,232,,1.99,,49,,0,2906,1,404,,, +bondto01,1880,1,BSN,NL,26,29,63,57,49,3,0,1479,559,146,1,45,118,,2.67,,24,,0,2082,6,298,,, +bradlge01,1880,1,PRO,NL,13,8,28,20,16,4,2,588,158,30,2,6,54,,1.38,,7,,0,757,7,66,,, +burnsto01,1880,1,CHN,NL,0,0,1,0,0,0,0,4,2,0,0,2,1,,0.00,,0,,0,10,0,4,,, +corcola01,1880,1,CHN,NL,43,14,63,60,57,4,2,1609,404,116,6,99,268,,1.95,,19,,0,2133,3,218,,, +coreyfr01,1880,1,WOR,NL,8,9,25,17,9,2,2,445,131,40,6,16,47,,2.43,,3,,0,614,6,72,,, +dorgami01,1880,1,PRO,NL,0,0,1,0,0,0,0,24,4,1,0,0,2,,1.13,,0,,0,29,1,3,,, +driscde01,1880,1,BFN,NL,1,3,6,4,4,0,0,125,48,18,1,9,17,,3.89,,8,,0,187,2,33,,, +evansja01,1880,1,TRN,NL,0,0,1,0,0,0,0,12,11,6,0,0,0,,13.50,,0,,0,21,1,8,,, +foleycu01,1880,1,BSN,NL,14,14,36,28,21,1,0,714,264,103,1,40,68,,3.89,,15,,0,1004,8,150,,, +galvipu01,1880,1,BFN,NL,20,35,58,54,46,5,0,1376,528,138,5,32,128,,2.71,,24,,0,1969,4,281,,, +gardngi01,1880,1,CL2,NL,1,8,9,9,9,0,0,231,80,22,2,20,21,,2.57,,10,,0,335,0,53,,, +goldsfr01,1880,1,CHN,NL,21,3,26,24,22,4,1,631,189,41,2,18,90,,1.75,,10,,0,837,1,80,,, +guthch01,1880,1,CHN,NL,1,0,1,1,1,0,0,27,12,5,0,1,7,,5.00,,4,,0,42,0,8,,, +hankifr01,1880,1,CL2,NL,1,1,4,2,2,0,1,75,20,3,0,3,8,,1.08,,0,,0,96,2,10,,, +hornujo01,1880,1,BFN,NL,0,0,1,0,0,0,0,9,2,2,0,1,0,,6.00,,1,,0,13,1,2,,, +keefeti01,1880,1,TRN,NL,6,6,12,12,12,0,0,315,68,10,0,16,39,,0.86,,1,,0,397,0,27,,, +kellyki01,1880,1,CHN,NL,0,0,1,0,0,0,0,9,3,0,0,1,1,,0.00,,0,,0,13,1,2,,, +larkite01,1880,1,TRN,NL,0,5,5,5,3,0,0,114,83,37,1,10,5,,8.76,,9,,0,207,0,65,,, +learyja01,1880,1,BSN,NL,0,1,1,1,0,0,0,9,8,5,0,0,1,,15.00,,0,,0,11,0,5,,, +mccorji01,1880,1,CL2,NL,45,28,74,74,72,7,0,1973,585,135,2,75,260,,1.85,,21,,0,2669,0,274,,, +mcgunbi01,1880,1,BFN,NL,2,3,5,5,4,1,0,111,43,14,0,8,3,,3.41,,1,,0,162,0,19,,, +morrijo01,1880,1,BSN,NL,0,0,3,0,0,0,0,32,9,1,0,1,0,,0.84,,0,,0,34,2,3,,, +mountfr01,1880,1,TRN,NL,1,1,2,2,2,0,0,51,23,10,0,6,2,,5.29,,1,,0,81,0,17,,, +nichotr01,1880,1,WOR,NL,0,2,2,2,2,0,0,53,29,8,0,4,4,,4.08,,1,,0,85,0,16,,, +poormto01,1880,1,BFN,NL,1,8,11,9,9,0,1,255,117,39,3,19,13,,4.13,,7,,0,400,2,90,,, +poormto01,1880,2,CHN,NL,2,0,2,1,0,0,0,45,12,4,0,8,0,,2.40,,0,,0,67,1,5,,, +purcebl01,1880,1,CN1,NL,3,17,25,21,21,0,0,588,235,70,1,32,47,,3.21,,10,,0,899,4,149,,, +richmle01,1880,1,WOR,NL,32,32,74,66,57,5,3,1772,541,141,7,74,243,,2.15,,29,,0,2410,9,278,,, +stoveha01,1880,1,WOR,NL,0,0,2,0,0,0,0,18,8,3,0,3,3,,4.50,,0,,0,29,2,4,,, +wardjo01,1880,1,PRO,NL,39,24,70,67,59,8,1,1785,501,115,5,45,230,,1.74,,19,,0,2351,4,230,,, +welchmi01,1880,1,TRN,NL,34,30,65,64,64,4,0,1722,575,162,7,80,123,,2.54,,26,,0,2387,1,321,,, +whitewi01,1880,1,CN1,NL,18,42,62,62,58,3,0,1552,550,123,9,56,161,,2.14,,35,,0,2217,0,323,,, +wiedmst01,1880,1,BFN,NL,0,9,17,13,9,0,0,341,141,43,1,9,25,,3.40,,9,,0,493,4,77,,, +bondto01,1881,1,BSN,NL,0,3,3,3,2,0,0,76,40,12,3,2,2,,4.26,,3,,0,113,1,17,,, +bradlge01,1881,2,CL2,NL,2,4,6,6,5,0,0,153,70,22,2,3,6,,3.88,,2,,0,222,0,36,,, +corcola01,1881,1,CHN,NL,31,14,45,44,43,4,0,1190,380,102,10,78,150,,2.31,,27,,0,1650,1,205,,, +coreyfr01,1881,1,WOR,NL,6,15,23,21,20,1,0,566,231,78,3,31,33,,3.72,,8,,0,803,2,127,,, +derbyge01,1881,1,DTN,NL,29,26,56,55,55,9,0,1484,505,121,3,86,212,,2.20,,14,,0,2101,1,252,,, +foleycu01,1881,1,BFN,NL,3,4,10,6,2,0,0,123,70,24,1,5,2,,5.27,,1,,0,213,3,48,,, +foxjo01,1881,1,BSN,NL,6,8,17,16,12,0,0,373,144,46,0,39,30,,3.33,,21,,0,556,1,90,,, +galvipu01,1881,1,BFN,NL,28,24,56,53,48,5,0,1422,546,125,4,46,136,,2.37,,31,,0,2037,3,250,,, +goldsfr01,1881,1,CHN,NL,24,13,39,39,37,5,0,990,328,95,4,44,76,,2.59,,10,,1,1373,0,166,,, +keefeti01,1881,1,TRN,NL,18,27,45,45,45,4,0,1209,434,145,4,83,103,,3.24,,13,,0,1693,0,241,,, +learyja01,1881,1,DTN,NL,0,2,2,2,1,0,0,39,13,6,0,2,2,,4.15,,0,,0,53,0,6,,, +lynchja01,1881,1,BFN,NL,10,9,20,19,17,0,0,497,203,66,2,29,32,,3.59,,10,,1,713,1,112,,, +mathebo01,1881,1,PRO,NL,4,8,14,14,10,1,0,307,121,36,2,21,28,,3.17,,9,,0,473,0,81,,, +mathebo01,1881,2,BSN,NL,1,0,5,1,1,0,2,69,22,6,0,11,5,,2.35,,2,,0,103,4,11,,, +mccorha01,1881,1,WOR,NL,1,8,9,9,9,1,0,235,89,31,1,15,7,,3.56,,3,,0,339,0,50,,, +mccorji01,1881,1,CL2,NL,26,30,59,58,57,2,0,1578,484,143,4,84,178,,2.45,,24,,0,2145,1,267,,, +morrijo01,1881,1,BSN,NL,0,1,3,0,0,0,1,17,9,4,0,1,0,,6.35,,0,,0,28,2,8,,, +mountfr01,1881,1,DTN,NL,3,4,7,7,7,0,0,180,80,35,2,18,13,,5.25,,10,,0,292,0,63,,, +mullato01,1881,1,DTN,NL,1,4,5,5,5,0,0,132,55,24,2,17,7,,4.91,,6,,0,199,0,42,,, +nolanth01,1881,1,CL2,NL,8,14,22,21,20,0,0,540,183,61,3,38,54,,3.05,,10,,0,768,1,111,,, +purcebl01,1881,2,BFN,NL,4,1,9,5,5,0,0,185,62,19,2,9,15,,2.77,,2,,0,259,4,37,,, +radboch01,1881,1,PRO,NL,25,11,41,36,34,3,0,976,309,88,1,64,117,,2.43,,17,,0,1380,4,162,,, +richmle01,1881,1,WOR,NL,25,26,53,52,50,3,0,1387,547,174,7,68,156,,3.39,,24,,1,1992,1,302,,, +taylobi01,1881,1,WOR,NL,0,1,1,1,1,0,0,24,15,7,0,6,0,,7.88,,2,,0,47,0,13,,, +taylobi01,1881,3,CL2,NL,0,0,1,0,0,0,0,9,0,0,0,1,2,,0.00,,0,,0,10,1,0,,, +wardjo01,1881,1,PRO,NL,18,18,39,35,32,3,0,990,326,78,2,53,119,,2.13,,32,,0,1398,5,183,,, +welchmi01,1881,1,TRN,NL,21,18,40,40,40,4,0,1104,371,109,7,78,104,,2.67,,11,,0,1534,0,186,,, +whitewi01,1881,1,DTN,NL,0,2,2,2,2,0,0,54,24,10,0,2,5,,5.00,,1,,0,83,0,18,,, +whitnji01,1881,1,BSN,NL,31,33,66,63,57,6,0,1657,548,152,6,90,162,,2.48,,46,,1,2301,3,284,,, +wiedmst01,1881,1,DTN,NL,8,5,13,13,13,1,0,345,108,23,1,12,26,,1.80,,3,,0,466,0,48,,, +willine01,1881,1,CHN,NL,1,1,3,1,1,0,0,54,14,4,0,0,2,,2.00,,1,,0,67,2,9,,, +arundha01,1882,1,PT1,AA,4,10,14,14,13,0,0,356,157,62,3,24,48,,4.70,,6,,0,550,0,111,,, +bohnch01,1882,1,LS2,AA,1,1,2,2,2,0,0,54,21,6,0,3,1,,3.00,,0,,0,80,0,8,,, +bondto01,1882,1,WOR,NL,0,1,2,2,0,0,0,37,12,6,0,7,2,,4.38,,1,,0,62,0,13,,, +bradlge01,1882,1,CL2,NL,6,9,18,16,15,0,0,441,164,61,5,22,32,,3.73,,14,,0,643,2,102,,, +browned01,1882,1,SL4,AA,0,0,1,0,0,0,0,6,2,0,0,0,1,,0.00,,0,,0,8,1,1,,, +brownto01,1882,1,BL2,AA,0,0,2,0,0,0,0,25,13,1,0,6,2,,1.08,,4,,0,45,2,7,,, +buffich01,1882,1,BSN,NL,2,3,5,5,4,1,0,126,53,19,2,14,17,,4.07,,2,,0,193,0,34,,, +burkeja01,1882,1,BFN,NL,0,1,1,1,0,0,0,12,10,5,0,0,0,,11.25,,0,,0,23,0,9,,, +clarkjo01,1882,1,WOR,NL,1,2,3,3,2,0,0,72,49,12,0,2,3,,4.50,,3,,0,127,0,31,,, +comisch01,1882,1,SL4,AA,0,1,2,1,1,0,0,24,12,0,0,3,2,,0.00,,1,,0,40,0,8,,, +corcola01,1882,1,CHN,NL,27,12,39,39,38,3,0,1067,281,77,5,63,170,,1.95,,17,,0,1469,0,153,,, +coreyfr01,1882,1,WOR,NL,1,13,21,14,12,0,0,417,180,55,5,19,36,,3.56,,23,,0,648,7,132,,, +critcmo01,1882,1,PT1,AA,1,0,1,1,1,1,0,27,7,0,0,1,3,,0.00,,0,,0,36,0,0,,, +critcmo01,1882,2,SL4,AA,0,4,4,4,4,0,0,102,43,16,3,7,2,,4.24,,0,,0,156,0,31,,, +dailyhu01,1882,1,BFN,NL,15,14,29,29,29,0,0,767,246,85,7,70,116,,2.99,,11,,0,1120,0,165,,, +derbyge01,1882,1,DTN,NL,17,20,40,39,38,3,0,1086,386,131,8,81,182,,3.26,,16,,0,1590,1,267,,, +dorrbe01,1882,1,SL4,AA,2,6,8,8,8,0,0,198,53,19,0,1,34,,2.59,,1,,0,259,0,39,,, +doylejo02,1882,1,SL4,AA,0,3,3,3,3,0,0,72,41,7,0,3,5,,2.63,,1,,0,119,0,33,,, +driscde01,1882,1,PT1,AA,13,9,23,23,23,0,0,603,162,27,0,12,59,,1.21,,7,,0,799,0,73,,, +eganji01,1882,1,TRN,NL,4,6,12,10,10,0,0,300,133,46,2,24,20,,4.14,,5,,0,446,2,79,,, +evansja01,1882,1,WOR,NL,0,1,1,1,1,0,0,24,13,5,1,0,2,,5.63,,1,,0,41,0,10,,, +ewingbu01,1882,1,TRN,NL,0,0,1,0,0,0,0,3,2,1,0,1,0,,9.00,,0,,0,6,1,1,,, +foleycu01,1882,1,BFN,NL,0,0,1,0,0,0,0,3,2,2,0,0,0,,18.00,,0,,0,6,0,2,,, +fusseed01,1882,1,SL4,AA,1,2,4,2,2,0,1,69,34,12,0,2,3,,4.70,,1,,0,108,2,24,,, +galvipu01,1882,1,BFN,NL,28,23,52,51,48,3,0,1336,476,157,8,40,162,,3.17,,19,,1,1900,3,255,,, +geisbi01,1882,1,BL2,AA,4,9,13,13,10,1,0,287,84,51,2,22,10,,4.80,,10,,0,403,0,73,,, +goldsfr01,1882,1,CHN,NL,28,17,45,45,45,4,0,1215,377,109,7,38,109,,2.42,,13,,0,1637,0,192,,, +halbred01,1882,1,PH4,AA,0,1,1,1,1,0,0,24,17,7,1,4,4,,7.88,,5,,0,46,0,12,,, +heckegu01,1882,1,LS2,AA,6,6,13,11,10,0,0,312,75,15,0,5,33,,1.30,,7,,0,403,1,49,,, +hoganed01,1882,1,SL4,AA,0,1,1,1,1,0,0,24,10,1,0,0,4,,1.13,,0,,0,35,0,7,,, +keefeti01,1882,1,TRN,NL,17,26,43,42,41,1,0,1128,367,104,4,78,111,,2.49,,8,,0,1588,1,221,,, +landido01,1882,1,PH4,AA,1,1,2,2,2,0,0,51,16,6,1,1,13,,3.18,,2,,0,70,0,12,,, +landido01,1882,2,BL2,AA,11,28,42,40,35,0,0,1026,411,128,7,48,61,,3.37,,30,,0,1522,2,255,,, +learyja01,1882,1,PT1,AA,1,0,3,2,1,0,0,56,28,14,0,3,5,,6.75,,2,,0,89,1,22,,, +learyja01,1882,2,BL2,AA,2,1,3,3,3,0,0,78,29,3,1,8,2,,1.04,,4,,0,118,0,22,,, +mathebo01,1882,1,BSN,NL,19,15,34,32,31,0,0,855,278,91,5,22,153,,2.87,,13,,0,1220,2,151,,, +mccorha01,1882,1,CN2,AA,14,11,25,25,24,3,0,659,177,37,4,42,33,,1.52,,14,,0,902,0,87,,, +mccorji01,1882,1,CL2,NL,36,30,68,67,65,4,0,1787,550,157,14,103,200,,2.37,,22,,0,2412,1,274,,, +mcginju01,1882,1,SL4,AA,25,18,45,45,43,3,0,1165,391,112,2,53,134,,2.60,,40,,0,1652,0,241,,, +mitchbo01,1882,1,SL4,AA,0,1,1,1,0,0,0,21,12,6,0,2,2,,7.71,,2,,0,36,0,13,,, +morrijo01,1882,1,BSN,NL,0,0,1,0,0,0,0,6,3,0,0,0,2,,0.00,,0,,0,8,1,0,,, +mountfr01,1882,1,WOR,NL,0,5,5,5,5,0,0,126,47,14,0,11,5,,3.00,,8,,0,195,0,30,,, +mountfr01,1882,2,PH4,AA,2,6,8,8,8,0,0,207,72,30,1,11,15,,3.91,,10,,0,298,0,49,,, +mountfr01,1882,3,WOR,NL,2,11,13,13,11,0,0,306,138,45,4,24,24,,3.97,,14,,0,485,0,93,,, +mullato01,1882,1,LS2,AA,30,24,55,55,51,5,0,1381,418,96,3,78,170,,1.88,,33,,0,1927,0,212,,, +myershe01,1882,1,BL2,AA,0,2,6,2,1,0,0,78,30,19,2,4,7,,6.58,,0,,0,115,2,28,,, +nichotr01,1882,1,BL2,AA,1,12,16,13,12,0,0,355,155,66,2,17,21,,5.02,,14,,0,540,3,113,,, +purcebl01,1882,1,BFN,NL,2,1,6,3,2,0,0,93,44,17,1,4,9,,4.94,,2,,0,134,2,30,,, +radboch01,1882,1,PRO,NL,33,19,54,51,50,6,0,1398,422,109,6,51,201,,2.11,,23,,0,1916,3,213,,, +reccijo01,1882,1,LS2,AA,4,6,13,10,9,1,0,285,106,32,3,22,31,,3.03,,5,,0,423,3,70,,, +reynoch01,1882,1,PH4,AA,1,1,2,2,1,0,0,36,18,7,0,3,4,,5.25,,3,,0,58,0,11,,, +richmle01,1882,1,WOR,NL,14,33,48,46,44,0,0,1233,525,171,11,88,123,,3.74,,26,,0,1876,2,343,,, +robinya01,1882,1,DTN,NL,0,0,1,0,0,0,0,6,0,0,0,1,0,,0.00,,0,,0,8,1,0,,, +roweda01,1882,1,CL2,NL,0,1,1,1,1,0,0,27,29,12,3,7,0,,12.00,,3,,0,66,0,35,,, +russjo01,1882,1,BL2,AA,0,0,1,0,0,0,0,9,3,1,0,1,0,,3.00,,0,,0,13,1,1,,, +salisha01,1882,1,PT1,AA,20,18,38,38,38,1,0,1005,315,98,1,37,135,,2.63,,6,,0,1394,0,188,,, +schapjo01,1882,1,SL4,AA,8,7,15,14,13,0,0,384,131,50,2,32,38,,3.52,,24,,0,561,1,99,,, +schenbi01,1882,1,LS2,AA,1,0,2,1,1,0,0,30,6,1,0,1,4,,0.90,,0,,0,38,1,2,,, +seymoja01,1882,1,PT1,AA,0,1,1,1,1,0,0,24,16,7,0,2,2,,7.88,,5,,0,43,0,13,,, +snydege01,1882,1,PH4,AA,1,0,1,1,1,0,0,27,4,0,0,2,0,,0.00,,1,,0,34,0,3,,, +striccu01,1882,1,PH4,AA,1,0,2,0,0,0,0,21,3,1,0,1,2,,1.29,,0,,0,26,2,1,,, +sweenbi01,1882,1,PH4,AA,9,10,20,20,18,0,0,510,178,55,4,42,48,,2.91,,11,,0,749,0,119,,, +taylobi01,1882,1,PT1,AA,0,1,1,0,0,0,0,15,11,9,0,4,1,,16.20,,3,,0,31,1,10,,, +wardjo01,1882,1,PRO,NL,19,13,34,33,30,4,1,858,268,81,6,36,72,,2.55,,13,,0,1191,1,143,,, +weavesa01,1882,1,PH4,AA,26,15,42,41,41,2,0,1113,374,113,6,35,104,,2.74,,13,,0,1563,1,182,,, +welchmi01,1882,1,TRN,NL,14,16,33,33,30,5,0,843,334,108,7,62,53,,3.46,,15,,0,1256,0,221,,, +wheelha01,1882,1,CN2,AA,1,2,4,1,1,0,0,65,21,13,0,12,10,,5.40,,1,,0,100,3,17,,, +whitewi01,1882,1,CN2,AA,40,12,54,54,52,8,0,1440,411,82,3,71,122,,1.54,,19,,0,1975,0,164,,, +whitnar01,1882,2,DTN,NL,0,1,3,2,1,0,0,54,31,12,1,8,11,,6.00,,1,,0,91,1,17,,, +whitnji01,1882,1,BSN,NL,24,21,49,48,46,3,0,1260,404,123,3,41,180,,2.64,,29,,0,1743,1,229,,, +wiedmst01,1882,1,DTN,NL,25,20,46,45,43,4,0,1233,391,120,10,39,161,,2.63,,8,,0,1697,1,204,,, +willine01,1882,1,CHN,NL,0,0,1,0,0,0,0,9,9,2,1,1,0,,6.00,,0,,0,19,1,8,,, +wisebi01,1882,1,BL2,AA,1,2,3,3,3,0,0,78,30,8,1,4,9,,2.77,,1,,0,115,0,14,,, +wolfji01,1882,1,LS2,AA,0,0,1,0,0,0,0,18,11,6,0,3,1,,9.00,,2,,0,33,1,11,,, +allenmy01,1883,1,NY1,NL,0,1,1,1,1,0,0,24,8,1,0,3,0,,1.13,,1,,0,32,0,5,,, +ansonca01,1883,1,CHN,NL,0,0,2,0,0,0,1,9,1,0,0,1,0,,0.00,,0,,0,12,2,1,,, +bakelje01,1883,1,PH4,AA,5,3,8,8,7,0,0,184,65,22,0,12,14,,3.23,,4,,0,267,0,47,,, +bakerno01,1883,1,PT1,AA,0,2,3,3,2,0,0,57,24,7,0,11,5,,3.32,,1,,0,94,0,16,,, +barrbo01,1883,1,PT1,AA,6,18,26,23,19,0,1,610,263,99,5,28,81,,4.38,,17,,0,922,3,166,,, +battijo01,1883,1,PT1,AA,0,0,2,0,0,0,0,12,9,1,0,1,0,,2.25,,0,,0,22,1,4,,, +bradlge01,1883,2,PH4,AA,16,7,26,23,22,0,0,643,215,75,7,22,56,,3.15,,15,,0,902,3,129,,, +breital01,1883,1,PHI,NL,0,1,1,1,0,0,0,15,8,5,0,2,0,,9.00,,1,,0,27,0,9,,, +broutda01,1883,1,BFN,NL,0,0,1,0,0,0,0,6,9,7,0,3,2,,31.50,,0,,0,17,0,7,,, +brownto01,1883,1,CL5,AA,0,1,3,1,1,0,0,42,14,9,0,10,6,,5.79,,1,,0,67,2,17,,, +buffich01,1883,1,BSN,NL,25,14,43,41,34,4,1,999,346,112,4,51,188,,3.03,,17,,0,1414,3,187,,, +burkeja01,1883,1,BFN,NL,0,0,1,1,0,0,0,24,9,5,0,3,1,,5.63,,0,,0,40,0,8,,, +burnsdi01,1883,1,DTN,NL,2,12,17,13,13,0,0,383,172,64,8,33,30,,4.51,,6,,0,604,4,122,,, +cadych01,1883,1,CL2,NL,0,1,1,1,1,0,0,24,13,7,0,4,5,,7.88,,3,,0,40,0,13,,, +colemjo01,1883,1,PHI,NL,12,48,65,61,59,3,0,1615,772,291,17,48,159,,4.87,,9,,0,2546,4,510,,, +corcola01,1883,1,CHN,NL,34,20,56,53,51,3,0,1421,483,131,7,82,216,,2.49,,19,,0,2041,3,281,,, +coreyfr01,1883,1,PH4,AA,10,7,18,16,15,0,0,445,182,56,3,24,42,,3.40,,11,,0,666,2,106,,, +cushmed01,1883,1,BFN,NL,3,3,7,7,5,0,0,151,61,22,0,17,34,,3.93,,4,,0,231,1,41,,, +dailyhu01,1883,1,CL2,NL,23,19,45,43,40,4,1,1136,360,102,5,99,171,,2.42,,23,,0,1578,2,193,,, +deaglre01,1883,1,CN2,AA,10,8,18,18,17,1,0,444,136,38,0,34,48,,2.31,,9,,0,629,0,78,,, +derbyge01,1883,1,BFN,NL,2,10,14,13,12,0,1,323,173,70,3,15,34,,5.85,,5,,0,533,1,120,,, +devinji01,1883,1,BL2,AA,1,1,2,2,1,0,0,33,15,9,0,1,3,,7.36,,3,,0,50,0,15,,, +dolanto01,1883,1,SL4,AA,0,0,1,0,0,0,0,12,4,2,0,0,0,,4.50,,0,,0,16,1,3,,, +dorgami01,1883,1,NY1,NL,0,1,1,1,1,0,0,21,8,3,0,6,3,,3.86,,1,,0,34,0,7,,, +driscde01,1883,1,PT1,AA,18,21,41,40,35,1,0,1009,427,149,3,39,79,,3.99,,9,,0,1510,1,239,,, +dundoed01,1883,1,CL5,AA,3,16,20,19,16,0,0,500,213,83,7,38,31,,4.48,,11,,0,768,1,153,,, +emslibo01,1883,1,BL2,AA,9,13,24,23,21,1,0,604,188,71,3,41,62,,3.17,,13,,0,854,1,149,,, +evansja01,1883,1,CL2,NL,0,0,1,0,0,0,0,9,0,0,0,0,1,,0.00,,0,,0,9,1,0,,, +fergubo01,1883,1,PHI,NL,0,0,1,0,0,0,0,3,2,1,0,0,0,,9.00,,0,,0,7,1,2,,, +foleycu01,1883,1,BFN,NL,1,0,1,0,0,0,0,3,0,0,0,4,0,,0.00,,0,,0,6,1,0,,, +foxjo01,1883,1,BL2,AA,6,13,20,19,18,0,0,496,209,74,2,32,49,,4.03,,12,,0,754,1,140,,, +friespe01,1883,1,CL5,AA,0,3,3,3,3,0,0,75,34,18,1,14,7,,6.48,,8,,0,126,0,31,,, +gallabi01,1883,1,BL2,AA,0,5,7,5,4,0,0,155,79,31,0,6,19,,5.40,,3,,0,245,2,57,,, +galvipu01,1883,1,BFN,NL,46,29,76,75,72,5,0,1969,676,198,9,50,279,,2.72,,28,,0,2741,1,367,,, +gardngi01,1883,1,BL2,AA,1,0,2,0,0,0,0,21,9,4,1,1,2,,5.14,,0,,0,32,1,7,,, +goldsfr01,1883,1,CHN,NL,25,19,46,45,40,2,0,1150,456,134,14,39,82,,3.15,,11,,1,1683,1,256,,, +haganar01,1883,1,PHI,NL,1,14,17,16,15,0,0,411,207,83,2,33,39,,5.45,,22,,0,639,1,151,,, +haganar01,1883,2,BFN,NL,0,2,2,2,1,0,0,45,17,6,0,6,7,,3.60,,3,,0,69,0,12,,, +heckegu01,1883,1,LS2,AA,28,23,53,52,51,3,0,1407,526,174,4,75,164,,3.34,,20,,0,2056,1,298,,, +hendeha01,1883,1,PHI,NL,0,1,1,1,1,0,0,27,26,19,0,2,2,,19.00,,4,,0,56,0,24,,, +hendeha01,1883,2,BL2,AA,10,32,45,42,38,0,0,1075,383,160,4,87,145,,4.02,,28,,0,1582,3,315,,, +hilsech01,1883,1,PHI,NL,0,3,3,3,3,0,0,78,36,16,0,4,8,,5.54,,1,,0,122,0,26,,, +hodnech01,1883,1,SL4,AA,2,2,4,4,3,0,0,96,28,5,1,7,6,,1.41,,2,,0,134,0,10,,, +huntele01,1883,1,CL2,NL,0,0,1,0,0,0,0,19,10,1,0,2,4,,1.42,,0,,0,29,1,7,,, +jonesja02,1883,1,DTN,NL,6,5,12,12,9,1,0,278,103,36,0,19,33,,3.50,,4,,0,416,0,63,,, +jonesja02,1883,2,PH4,AA,5,2,7,7,7,0,0,195,58,19,1,6,28,,2.63,,3,,0,266,0,38,,, +keefeti01,1883,1,NY4,AA,41,27,68,68,68,5,0,1857,488,166,6,108,359,,2.41,,27,,0,2517,0,244,,, +kellyki01,1883,1,CHN,NL,0,0,1,0,0,0,0,3,1,0,0,0,0,,0.00,,0,,0,3,1,0,,, +lilliji01,1883,1,BFN,NL,0,1,3,0,0,0,0,36,16,4,0,2,4,,3.00,,2,,0,55,3,12,,, +lynchja01,1883,1,NY4,AA,13,15,29,29,29,1,0,765,263,116,6,25,119,,4.09,,11,,0,1079,0,161,,, +manseto01,1883,1,DTN,NL,0,0,1,0,0,0,0,20,21,12,2,5,3,,16.20,,1,,0,43,1,18,,, +mathebo01,1883,1,PH4,AA,30,13,44,44,41,1,0,1143,396,104,11,31,203,,2.46,,11,,0,1609,0,224,,, +mccorha01,1883,1,CN2,AA,8,6,15,14,14,1,0,386,139,41,1,27,21,,2.87,,6,,0,565,1,70,,, +mccorji01,1883,1,CL2,NL,28,12,43,41,36,1,1,1026,316,70,1,65,145,,1.84,,11,,0,1421,2,151,,, +mcginju01,1883,1,SL4,AA,28,16,45,45,41,6,0,1148,325,99,3,69,128,,2.33,,24,,0,1581,0,174,,, +mcintfr01,1883,1,DTN,NL,1,0,1,1,1,0,0,33,11,1,0,1,0,,0.82,,0,,0,48,0,10,,, +mcintfr01,1883,2,CL5,AA,1,1,2,2,2,0,0,57,20,11,0,7,6,,5.21,,2,,0,86,0,19,,, +mclaufr01,1883,1,PT1,AA,0,0,2,0,0,0,0,27,14,13,0,3,1,,13.00,,1,,0,45,2,21,,, +morrijo01,1883,1,BSN,NL,1,0,2,1,1,0,0,39,15,4,0,4,5,,2.77,,0,,0,60,1,11,,, +mountbi01,1883,1,CN2,AA,0,1,1,1,1,0,0,24,9,2,0,2,3,,2.25,,0,,0,36,0,4,,, +mountfr01,1883,1,CL5,AA,26,33,59,59,57,4,0,1509,546,201,8,123,159,,3.60,,21,,0,2230,0,345,,, +mullato01,1883,1,SL4,AA,35,15,53,49,49,3,1,1382,372,112,3,74,191,,2.19,,24,,0,1875,4,222,,, +neaglja01,1883,1,PHI,NL,1,7,8,7,6,0,0,184,88,47,1,21,13,,6.90,,9,,0,300,1,77,,, +neaglja01,1883,2,BL2,AA,1,4,6,5,4,0,0,138,48,25,1,20,9,,4.89,,5,,0,211,1,48,,, +neaglja01,1883,3,PT1,AA,3,12,16,16,12,0,0,342,156,74,9,25,41,,5.84,,22,,0,535,0,123,,, +nolanth01,1883,1,PT1,AA,0,7,7,7,6,0,0,165,81,26,0,10,23,,4.25,,6,,0,262,0,44,,, +oneilti01,1883,1,NY1,NL,5,12,19,19,15,0,0,444,182,67,5,64,55,,4.07,,33,,0,694,0,129,,, +orourji01,1883,1,BFN,NL,0,0,2,0,0,0,1,21,10,5,0,1,1,,6.43,,1,,0,29,1,9,,, +purcebl01,1883,1,PHI,NL,2,6,11,9,7,0,0,240,110,39,0,12,30,,4.39,,7,,0,371,0,71,,, +radboch01,1883,1,PRO,NL,48,25,76,68,66,4,1,1897,563,144,7,56,315,,2.05,,36,,0,2540,8,275,,, +radboge01,1883,1,DTN,NL,1,2,3,3,2,0,0,66,38,16,1,7,2,,6.55,,5,,0,117,0,28,,, +reccijo01,1883,1,LS2,AA,0,0,1,0,0,0,0,12,10,1,0,0,0,,2.25,,0,,0,22,1,3,,, +richmle01,1883,1,PRO,NL,3,7,12,12,8,0,0,276,122,34,2,27,13,,3.33,,6,,0,416,0,67,,, +roweda01,1883,1,BL2,AA,0,0,1,0,0,0,0,12,12,9,1,2,1,,20.25,,0,,0,26,1,11,,, +sawyewi01,1883,1,CL2,NL,4,10,17,15,15,0,0,423,119,37,1,47,76,,2.36,,13,,0,596,2,79,,, +shawdu01,1883,1,DTN,NL,10,15,26,25,23,1,0,681,238,63,3,44,73,,2.50,,6,,0,974,1,135,,, +smithed01,1883,2,PHI,NL,0,1,1,1,0,0,0,21,18,12,0,3,2,,15.43,,1,,0,47,1,17,,, +smithpo01,1883,1,CL5,AA,0,0,3,0,0,0,0,17,10,4,0,0,0,,6.35,,0,,0,28,3,7,,, +sommejo01,1883,1,CN2,AA,0,0,1,0,0,0,0,15,9,3,0,1,2,,5.40,,1,,0,26,1,6,,, +stoveha01,1883,1,PH4,AA,0,0,1,0,0,0,0,9,5,3,0,0,4,,9.00,,2,,0,14,1,3,,, +sweench01,1883,1,PRO,NL,7,7,20,18,14,0,0,440,142,51,3,28,48,,3.13,,17,,0,626,2,94,,, +taylobi01,1883,1,PT1,AA,4,7,19,9,8,0,0,381,166,76,4,34,41,,5.39,,17,,0,594,9,115,,, +valenjo01,1883,1,CL5,AA,2,10,13,12,11,0,0,306,130,40,0,17,13,,3.53,,1,,0,463,1,80,,, +wardjo01,1883,1,NY1,NL,16,13,34,25,24,1,0,831,278,83,3,31,121,,2.70,,19,,0,1159,9,165,,, +weavesa01,1883,1,LS2,AA,24,22,46,46,45,4,0,1202,451,165,3,35,105,,3.71,,5,,0,1729,0,261,,, +welchmi01,1883,1,NY1,NL,25,23,54,52,46,4,0,1278,431,129,11,66,144,,2.73,,27,,0,1829,2,271,,, +wheelha01,1883,1,CL5,AA,0,1,1,1,0,0,0,15,13,4,0,2,0,,7.20,,0,,0,31,0,7,,, +whitewi01,1883,1,CN2,AA,43,22,65,65,64,6,0,1731,473,134,16,104,141,,2.09,,25,,0,2367,0,255,,, +whitnji01,1883,1,BSN,NL,37,21,62,56,54,1,2,1542,492,128,7,35,345,,2.24,,37,,0,2101,5,258,,, +wiedmst01,1883,1,DTN,NL,20,24,52,47,41,3,2,1207,435,158,8,72,183,,3.53,,11,,0,1762,5,265,,, +willine01,1883,1,CHN,NL,0,0,1,0,0,0,0,3,1,1,0,1,1,,9.00,,0,,0,7,0,2,,, +woodge01,1883,1,DTN,NL,0,0,1,0,0,0,0,15,8,4,0,3,0,,7.20,,1,,0,26,1,9,,, +andrufr01,1884,1,CHN,NL,1,0,1,1,1,0,0,27,11,2,1,2,2,,2.00,,0,,0,39,0,3,,, +ansonca01,1884,1,CHN,NL,0,1,1,0,0,0,0,3,3,2,2,1,1,,18.00,,0,,0,9,1,4,,, +arundha01,1884,1,PRO,NL,1,0,1,1,1,0,0,27,8,1,0,4,4,,1.00,,1,,0,36,0,2,,, +atkinal01,1884,1,PH4,AA,11,11,22,22,20,1,0,553,186,86,3,21,93,,4.20,,28,10,0,792,0,130,,, +atkinal01,1884,2,CHU,UA,6,10,16,16,16,1,0,420,127,43,1,21,104,,2.76,,5,,0,584,0,83,,, +atkinal01,1884,3,BLU,UA,3,5,8,8,8,0,0,208,60,18,4,12,50,,2.34,,7,,0,288,0,34,,, +aydelja01,1884,1,IN2,AA,5,7,12,12,11,0,0,318,129,58,0,29,30,,4.92,,5,0,0,487,0,100,,, +bakelje01,1884,1,PHU,UA,14,25,39,38,38,1,0,1034,390,171,0,76,204,,4.47,,50,,0,1538,1,305,,, +bakelje01,1884,2,WIL,UA,0,2,2,2,2,0,0,51,24,8,0,1,9,,4.24,,2,,0,78,0,17,,, +bakelje01,1884,3,KCU,UA,2,3,5,5,3,0,0,99,29,9,0,4,13,,2.45,,4,,0,136,0,16,,, +baldwla01,1884,1,MLU,UA,1,1,2,2,2,0,0,51,7,5,0,1,21,,2.65,,0,,0,61,0,5,,, +barrbo01,1884,1,WS7,AA,9,23,32,32,32,2,0,844,312,108,9,31,138,,3.45,,26,13,0,1248,0,210,,, +barrbo01,1884,2,IN2,AA,3,11,16,16,15,0,0,395,159,73,2,19,69,,4.99,,13,5,0,605,0,117,,, +bastich01,1884,1,WIL,UA,0,0,1,0,0,0,0,18,6,2,0,0,2,,3.00,,2,,0,25,1,5,,, +baueral01,1884,1,CL5,AA,1,2,3,3,3,0,0,75,22,13,1,14,13,,4.68,,6,0,0,112,0,21,,, +becanbu01,1884,1,NY4,AA,1,0,1,1,1,0,0,18,2,1,0,2,2,,1.50,,0,0,0,24,0,2,,, +beckfr01,1884,1,PT1,AA,0,3,3,3,3,0,0,75,33,17,0,6,11,,6.12,,2,5,0,119,0,29,,, +beckfr01,1884,2,BLU,UA,0,2,2,2,1,0,0,27,17,8,0,4,7,,8.00,,5,,0,49,0,13,,, +begleed01,1884,1,NY1,NL,12,18,31,30,30,0,0,798,296,123,9,99,104,,4.16,,33,,0,1223,1,209,,, +blackbo01,1884,1,KCU,UA,4,9,16,15,13,0,0,369,127,44,1,17,93,,3.22,,11,,0,527,1,79,,, +blaisdi01,1884,1,KCU,UA,0,3,3,3,3,0,0,78,49,25,0,4,8,,8.65,,0,,0,134,0,39,,, +bondto01,1884,1,BSU,UA,13,9,23,21,19,0,0,567,185,63,3,14,128,,3.00,,33,,0,787,2,120,,, +bondto01,1884,2,IN2,AA,0,5,5,5,5,0,0,129,62,27,5,4,15,,5.65,,7,2,0,206,0,51,,, +boylehe01,1884,1,SLU,UA,15,3,19,16,16,2,1,450,118,29,3,10,88,,1.74,,3,,0,595,3,63,,, +bradlge01,1884,1,CNU,UA,25,15,41,38,36,3,0,1026,350,103,7,23,168,,2.71,,12,,0,1437,3,203,,, +brillfr01,1884,1,DTN,NL,2,10,12,12,12,1,0,309,148,63,7,26,18,,5.50,,4,,0,500,0,98,,, +browned01,1884,1,TL1,AA,0,1,1,1,1,0,0,27,19,9,0,4,1,,9.00,,0,1,0,53,0,16,,, +brownji01,1884,1,ALT,UA,1,9,11,11,7,0,0,222,99,44,0,36,39,,5.35,,9,,0,365,0,80,,, +brownji01,1884,2,NY1,NL,0,1,1,1,1,0,0,27,10,5,0,8,2,,5.00,,2,,0,46,0,9,,, +brownji01,1884,3,SPU,UA,1,4,6,6,4,1,0,108,43,15,1,14,20,,3.75,,4,,0,169,0,34,,, +brownjo01,1884,1,CHN,NL,4,2,7,6,5,0,0,150,56,26,4,7,27,,4.68,,1,,0,224,1,36,,, +brownle01,1884,1,BSU,UA,0,0,1,0,0,0,1,3,6,4,0,1,0,,36.00,,0,,0,10,1,7,,, +brownpe01,1884,1,LS2,AA,0,1,1,1,0,0,0,1,2,2,0,2,0,,54.00,,0,1,0,5,0,3,,, +brownto01,1884,1,CL5,AA,2,1,4,0,0,0,0,57,27,15,0,7,5,,7.11,,7,0,0,103,4,24,,, +buffich01,1884,1,BSN,NL,48,16,67,67,63,8,0,1761,506,140,15,76,417,,2.15,,24,,0,2383,0,225,,, +burkeja01,1884,1,BSU,UA,19,15,38,36,34,0,0,966,326,102,10,31,255,,2.85,,40,,0,1359,2,201,,, +burnsdi01,1884,1,CNU,UA,23,15,40,40,34,1,0,989,298,90,7,47,167,,2.46,,17,,0,1371,0,179,,, +burnsoy01,1884,2,BL2,AA,0,0,2,0,0,0,1,27,12,3,0,2,6,,3.00,,0,0,0,37,2,5,,, +cadych01,1884,1,CHU,UA,3,1,4,4,4,0,0,105,37,11,0,13,15,,2.83,,7,,0,159,0,25,,, +cahiljo01,1884,1,CL5,AA,1,0,2,1,1,0,0,48,15,9,0,4,1,,5.06,,2,3,0,78,1,15,,, +carutbo01,1884,1,SL4,AA,7,2,13,7,7,0,0,248,61,24,1,15,58,,2.61,,9,3,0,341,6,34,,, +caseyda01,1884,1,WIL,UA,1,1,2,2,2,0,0,54,23,2,0,4,10,,1.00,,0,,0,83,0,17,,, +cattajo01,1884,1,PRO,NL,0,0,1,1,0,0,0,15,2,5,0,4,2,,9.00,,3,,0,24,0,7,,, +cattajo01,1884,2,SLU,UA,1,1,2,2,2,0,0,51,12,4,0,4,13,,2.12,,5,,0,69,0,10,,, +chattji01,1884,1,KCU,UA,0,1,1,1,0,0,0,15,11,2,0,2,2,,3.60,,2,,0,29,0,7,,, +clarkjo01,1884,1,CHN,NL,10,3,14,13,12,0,0,354,94,28,10,25,102,,2.14,,7,,0,478,1,64,,, +colemjo01,1884,1,PHI,NL,5,15,21,19,14,1,0,463,216,84,9,22,37,,4.90,,8,,0,724,2,147,,, +colemjo01,1884,2,PH4,AA,0,2,3,2,2,0,0,63,28,8,0,2,5,,3.43,,0,4,0,98,1,14,,, +comisch01,1884,1,SL4,AA,0,0,1,0,0,0,0,12,1,1,0,0,4,,2.25,,0,0,0,17,1,1,,, +conleed01,1884,1,PRO,NL,4,4,8,8,8,1,0,213,63,17,4,22,33,,2.15,,7,,0,304,0,47,,, +connojo01,1884,1,ALT,UA,0,1,1,1,1,0,0,27,18,7,0,5,0,,7.00,,0,,0,51,0,14,,, +connojo01,1884,2,KCU,UA,0,1,2,1,1,0,0,36,24,6,1,0,1,,4.50,,2,,0,61,1,14,,, +connojo02,1884,1,BSN,NL,1,4,7,7,7,0,0,180,70,21,1,18,29,,3.15,,3,,0,273,0,44,,, +conwaji01,1884,1,BR3,AA,3,9,13,13,10,0,0,316,132,52,4,15,25,,4.44,,12,3,0,474,0,84,,, +corcoja01,1884,1,BR3,AA,0,0,1,0,0,0,0,3,0,0,0,1,0,,0.00,,0,0,0,5,1,0,,, +corcola01,1884,1,CHN,NL,35,23,60,59,57,7,0,1550,473,138,35,116,272,,2.40,,27,,0,2180,1,286,,, +corcomi01,1884,1,CHN,NL,0,1,1,1,1,0,0,27,16,4,1,7,2,,4.00,,5,,0,50,0,14,,, +corkhpo01,1884,1,CN2,AA,1,0,1,0,0,0,0,15,1,1,0,2,4,,1.80,,0,0,0,18,1,1,,, +coughed01,1884,1,BFN,NL,0,0,1,0,0,0,0,0,3,3,0,0,0,,,,2,,0,5,0,4,,, +craneed01,1884,1,BSU,UA,0,2,4,2,1,0,0,54,17,8,1,6,13,,4.00,,4,,0,79,2,14,,, +crosbge01,1884,1,CHN,NL,1,2,3,3,3,0,0,84,27,11,3,12,11,,3.54,,4,,0,131,0,21,,, +crothdo01,1884,1,KCU,UA,1,2,3,3,3,0,0,75,26,5,0,6,11,,1.80,,1,,0,110,0,15,,, +cudwoji01,1884,1,KCU,UA,0,0,2,1,1,0,0,51,19,8,1,3,6,,4.24,,0,,0,75,1,16,,, +currywe01,1884,1,RIC,AA,0,2,2,2,2,0,0,48,15,9,2,3,1,,5.06,,0,1,0,72,0,14,,, +cushmed01,1884,1,MLU,UA,4,0,4,4,4,2,0,108,10,4,0,3,47,,1.00,,1,,0,125,0,4,,, +dailyhu01,1884,1,CHU,UA,27,27,56,56,54,5,0,1454,430,131,11,71,469,,2.43,,47,,0,2009,0,257,,, +dailyhu01,1884,2,WSU,UA,1,1,2,2,2,0,0,48,16,4,0,1,14,,2.25,,3,,0,67,0,11,,, +daniech01,1884,1,BSU,UA,0,2,2,2,2,0,0,50,20,8,0,2,12,,4.32,,1,,0,74,0,14,,, +davisda01,1884,1,SL4,AA,10,12,25,24,20,1,0,595,196,64,1,35,143,,2.90,,14,14,0,837,1,113,,, +davisda01,1884,2,BSN,NL,1,3,4,4,3,0,0,93,50,27,2,8,13,,7.84,,2,,0,149,0,36,,, +deaglre01,1884,1,CN2,AA,3,1,4,4,4,1,0,102,38,19,0,9,12,,5.03,,6,1,0,131,0,26,,, +deaglre01,1884,2,LS2,AA,4,6,12,12,8,0,0,262,81,25,0,13,23,,2.58,,5,7,0,356,0,43,,, +dorgami01,1884,1,NY1,NL,8,6,14,14,12,0,0,339,98,44,5,51,90,,3.50,,21,,1,507,0,84,,, +dorseje01,1884,1,BLU,UA,0,1,1,1,0,0,0,12,7,4,1,0,3,,9.00,,0,,0,19,0,8,,, +drewda01,1884,1,PHU,UA,0,1,1,0,0,0,0,21,7,3,0,0,2,,3.86,,1,,0,29,1,5,,, +driscde01,1884,1,LS2,AA,6,6,13,13,10,0,0,306,110,39,3,7,16,,3.44,,3,2,0,446,0,69,,, +duganed01,1884,1,RIC,AA,5,14,20,20,20,0,0,499,196,83,5,15,60,,4.49,,4,2,0,751,0,137,,, +dundoed01,1884,1,CL5,AA,6,4,11,9,7,0,0,243,85,34,9,15,37,,3.78,,6,0,0,356,2,55,,, +dunlafr01,1884,1,SLU,UA,0,0,1,0,0,0,1,2,2,1,0,0,1,,13.50,,0,,0,4,1,1,,, +edench01,1884,1,PT1,AA,0,1,2,1,1,0,0,36,12,8,1,3,3,,6.00,,2,1,0,51,1,9,,, +elybo01,1884,1,BFN,NL,0,1,1,1,0,0,0,15,17,8,1,5,4,,14.40,,1,,0,39,0,15,,, +emslibo01,1884,1,BL2,AA,32,17,50,50,50,4,0,1366,419,139,5,88,264,,2.75,,35,14,0,1971,0,241,,, +ewingbu01,1884,1,NY1,NL,0,1,1,1,1,0,0,24,7,1,0,4,3,,1.13,,0,,0,33,0,3,,, +ferguch01,1884,1,PHI,NL,21,25,50,47,46,2,1,1250,443,164,13,93,194,,3.54,,33,,0,1844,3,297,,, +firthte01,1884,1,RIC,AA,0,1,1,1,1,0,0,27,14,8,0,5,0,,8.00,,5,0,0,48,0,13,,, +fishe01,1884,1,PHU,UA,1,7,8,8,8,0,0,212,76,28,0,13,42,,3.57,,15,,0,309,0,49,,, +fogarji01,1884,1,PHI,NL,0,0,1,0,0,0,0,3,2,0,0,0,1,,0.00,,1,,0,6,1,2,,, +foremfr01,1884,1,CHU,UA,1,2,3,3,1,0,0,54,23,8,0,2,10,,4.00,,3,,0,81,0,17,,, +foremfr01,1884,2,KCU,UA,0,1,1,1,1,0,0,24,17,5,0,2,5,,5.63,,2,,0,44,0,12,,, +foutzda01,1884,1,SL4,AA,15,6,25,25,19,2,0,620,167,50,7,36,95,,2.18,,8,9,0,833,0,100,,, +foxjo01,1884,1,PT1,AA,1,6,7,7,7,0,0,177,76,37,2,16,22,,5.64,,11,3,0,280,0,59,,, +gagusch01,1884,1,WSU,UA,10,9,23,21,19,0,0,532,143,50,2,38,156,,2.54,,23,,0,733,2,100,,, +gallabi01,1884,1,PHU,UA,1,2,3,3,3,0,0,75,32,9,3,4,12,,3.24,,2,,0,114,0,29,,, +galvilo01,1884,1,SPU,UA,0,2,3,3,3,0,0,75,21,8,0,10,17,,2.88,,2,,0,109,0,18,,, +galvipu01,1884,1,BFN,NL,46,22,72,72,71,12,0,1909,566,141,23,63,369,,1.99,,16,,0,2554,0,254,,, +gardngi01,1884,2,CHU,UA,0,1,1,1,0,0,0,18,10,4,0,1,4,,6.00,,2,,0,30,0,8,,, +geerbi01,1884,2,BR3,AA,0,0,2,0,0,0,0,15,14,7,0,3,1,,12.60,,0,0,0,26,2,12,,, +geisbi01,1884,1,DTN,NL,0,0,1,0,0,0,0,15,14,8,0,2,1,,14.40,,0,,0,35,1,16,,, +getzich01,1884,1,DTN,NL,5,12,17,17,17,1,0,442,118,32,2,25,107,,1.95,,9,,0,604,0,73,,, +glassja01,1884,1,CL2,NL,0,0,2,0,0,0,0,15,8,3,1,2,1,,5.40,,1,,0,26,1,6,,, +goldsfr01,1884,1,CHN,NL,9,11,21,21,20,1,0,564,245,89,11,29,34,,4.26,,10,,0,852,0,140,,, +goldsfr01,1884,2,BL2,AA,3,1,4,4,3,0,0,90,29,9,0,2,11,,2.70,,0,1,0,125,0,12,,, +gormaja01,1884,2,PT1,AA,1,2,3,3,3,0,0,75,22,13,0,5,10,,4.68,,1,1,0,110,0,20,,, +haganar01,1884,1,BFN,NL,1,2,3,3,3,0,0,78,53,17,1,4,4,,5.88,,0,,0,142,0,38,,, +hamiljo01,1884,1,WS7,AA,2,17,19,19,18,1,0,470,197,78,8,43,50,,4.48,,18,5,0,735,0,158,,, +harkijo01,1884,1,CL2,NL,12,32,46,45,42,3,0,1173,399,160,7,108,192,,3.68,,48,,0,1709,1,300,,, +heckegu01,1884,1,LS2,AA,52,20,75,73,72,6,0,2012,526,134,4,56,385,,1.80,,27,16,2,2649,2,230,,, +hendeha01,1884,1,BL2,AA,27,23,52,52,50,4,0,1318,382,128,9,116,346,,2.62,,45,16,1,1900,0,235,,, +henryjo01,1884,1,CL2,NL,1,4,5,5,5,1,0,126,46,17,2,26,23,,3.64,,4,,2,205,0,39,,, +hibbajo01,1884,1,CHN,NL,1,1,2,2,2,1,0,51,18,5,1,9,4,,2.65,,0,,0,69,0,10,,, +hickmer01,1884,1,KCU,UA,4,13,17,17,15,0,0,412,172,69,5,36,68,,4.52,,27,,0,635,0,146,,, +hilsech01,1884,1,PH4,AA,2,1,3,3,3,0,0,81,29,14,0,5,10,,4.67,,1,0,0,118,0,19,,, +hinespa01,1884,1,PRO,NL,0,0,1,0,0,0,0,3,3,0,0,0,0,,0.00,,1,,0,6,0,1,,, +hodnech01,1884,1,SLU,UA,12,2,14,14,12,1,0,363,121,27,0,16,41,,2.01,,8,,0,513,0,56,,, +horanjo01,1884,1,CHU,UA,3,6,13,10,9,0,0,294,94,38,0,24,55,,3.49,,11,,0,423,3,73,,, +housech01,1884,1,CHU,UA,0,0,2,0,0,0,0,9,4,1,0,0,3,,3.00,,0,,0,13,2,3,,, +hutchbi01,1884,1,KCU,UA,1,1,2,2,2,0,0,51,14,5,0,1,5,,2.65,,1,,0,68,0,11,,, +irwinar01,1884,1,PRO,NL,0,0,1,0,0,0,0,9,5,1,0,1,0,,3.00,,0,,0,15,1,2,,, +keefeti01,1884,1,NY4,AA,37,17,58,58,56,4,0,1449,380,121,5,71,334,,2.25,,15,15,0,1950,0,196,,, +keenaji01,1884,1,IN2,AA,0,0,1,0,0,0,0,9,2,1,0,0,0,,3.00,,0,0,0,11,1,1,,, +kellyki01,1884,1,CHN,NL,0,1,2,0,0,0,0,16,12,5,2,2,1,,8.44,,2,,0,32,0,11,,, +kented01,1884,1,TL1,AA,0,1,1,1,1,0,0,27,14,6,0,3,4,,6.00,,0,1,0,51,0,11,,, +kimbesa01,1884,1,BR3,AA,18,20,41,41,41,4,0,1084,364,153,6,72,122,,3.81,,52,15,0,1562,0,240,,, +kirbyjo01,1884,1,KCU,UA,0,1,2,2,1,0,0,33,13,5,0,2,1,,4.09,,1,,0,49,0,10,,, +knighjo01,1884,1,PHI,NL,2,4,6,6,6,0,0,153,66,31,2,21,8,,5.47,,2,,0,246,0,53,,, +knighlo01,1884,1,PH4,AA,0,1,2,1,1,0,0,42,24,14,0,4,2,,9.00,,4,1,0,74,1,19,,, +kreegfr01,1884,1,KCU,UA,0,1,1,1,0,0,0,21,9,0,0,5,3,,0.00,,0,,0,36,0,8,,, +lauerch01,1884,1,PT1,AA,0,2,3,3,2,0,0,57,23,16,0,9,8,,7.58,,7,3,0,95,0,25,,, +learyja01,1884,1,ALT,UA,0,3,3,3,2,0,0,72,31,14,0,2,7,,5.25,,1,,0,108,0,30,,, +learyja01,1884,2,CHU,UA,0,2,2,1,1,0,0,30,14,6,0,5,6,,5.40,,1,,0,50,1,14,,, +leeto01,1884,1,CHN,NL,1,4,5,5,5,0,0,136,55,19,12,15,14,,3.77,,2,,0,217,0,43,,, +leeto01,1884,2,BLU,UA,5,8,15,14,12,0,0,366,121,46,1,29,81,,3.39,,24,,0,530,1,88,,, +lilliji01,1884,1,BFN,NL,0,1,2,1,0,0,0,39,22,9,0,5,4,,6.23,,1,,0,73,2,24,,, +lockwmi01,1884,1,WSU,UA,1,9,11,10,6,0,0,203,99,55,4,15,48,,7.32,,17,,0,325,0,95,,, +lynchja01,1884,1,NY4,AA,37,15,55,53,53,5,0,1488,420,147,10,42,292,,2.67,,30,10,0,2002,2,225,,, +lynchto02,1884,1,CHN,NL,0,0,1,1,0,0,0,21,7,2,1,3,2,,2.57,,0,,0,32,0,4,,, +macarma01,1884,1,IN2,AA,1,5,6,6,6,0,0,156,57,29,1,21,19,,5.02,,5,2,0,240,0,49,,, +mathebo01,1884,1,PH4,AA,30,18,49,49,48,3,0,1292,401,159,10,49,286,,3.32,,23,12,0,1788,0,238,,, +mattecv01,1884,1,SLU,UA,1,0,1,1,0,0,0,18,9,6,1,3,3,,9.00,,1,,0,31,0,11,,, +maulal01,1884,1,PHU,UA,0,1,1,1,1,0,0,24,10,4,0,1,7,,4.50,,0,,0,36,0,7,,, +mccarto01,1884,1,BSU,UA,0,7,7,6,5,0,0,168,73,30,2,14,18,,4.82,,10,,0,261,1,53,,, +mccaual01,1884,1,IN2,AA,2,7,10,9,9,0,0,228,87,43,2,25,34,,5.09,,8,0,0,358,1,74,,, +mccorje01,1884,1,PHU,UA,0,0,1,0,0,0,0,6,5,2,1,0,3,,9.00,,0,,0,11,1,4,,, +mccorji01,1884,1,CL2,NL,19,22,42,41,39,3,0,1077,357,114,16,75,182,,2.86,,12,,0,1518,2,206,,, +mccorji01,1884,2,CNU,UA,21,3,24,24,24,7,0,630,151,36,3,14,161,,1.54,,3,,0,818,0,57,,, +mcelrji01,1884,1,PHI,NL,1,12,13,13,13,0,0,333,115,60,1,54,45,,4.86,,46,,0,507,0,112,,, +mcelrji01,1884,2,WIL,UA,0,1,1,1,0,0,0,15,10,6,0,0,3,,10.80,,0,,0,26,0,6,,, +mcfarch01,1884,1,BLU,UA,0,1,1,1,0,0,0,9,9,5,1,1,3,,15.00,,2,,0,19,0,10,,, +mcginju01,1884,1,SL4,AA,24,16,40,40,39,5,0,1063,331,112,4,35,141,,2.84,,27,12,1,1466,0,196,,, +mckeola01,1884,1,IN2,AA,18,41,61,60,59,2,0,1536,488,199,20,94,308,,3.50,,36,18,1,2185,1,350,,, +mclauba01,1884,1,KCU,UA,1,3,7,4,4,0,0,146,62,29,2,15,14,,5.36,,5,,0,228,3,44,,, +mclaufr01,1884,3,KCU,UA,0,0,2,1,0,0,0,30,15,6,0,2,3,,5.40,,1,,0,48,1,12,,, +mclauji01,1884,1,BL2,AA,1,2,3,2,2,0,0,66,27,9,2,11,8,,3.68,,0,0,0,101,1,22,,, +mcsortr01,1884,1,TL1,AA,0,0,1,0,0,0,0,6,5,1,0,0,1,,4.50,,0,0,0,9,1,2,,, +meegape01,1884,1,RIC,AA,7,12,22,22,22,1,0,537,177,86,7,29,106,,4.32,,10,14,1,763,0,130,,, +meinkfr01,1884,1,DTN,NL,8,23,35,31,31,1,0,867,341,102,10,63,124,,3.18,,15,,0,1303,4,217,,, +millecy01,1884,1,CHU,UA,1,0,1,1,1,0,0,27,4,1,0,0,13,,1.00,,1,,0,32,0,2,,, +millecy01,1884,2,PRO,NL,2,2,6,5,2,0,0,104,36,8,0,11,12,,2.08,,11,,0,150,1,24,,, +millecy01,1884,3,PHI,NL,0,1,1,1,1,0,0,27,17,10,5,6,1,,10.00,,4,,0,50,0,19,,, +moffesa01,1884,1,CL2,NL,3,19,24,22,21,0,0,593,236,85,9,58,84,,3.87,,29,,0,890,2,165,,, +moriage01,1884,2,IN2,AA,0,2,2,2,2,0,0,41,16,8,0,7,4,,5.27,,1,1,0,68,0,13,,, +morrie01,1884,1,BLU,UA,0,0,1,0,0,0,0,3,2,1,0,2,0,,9.00,,2,,0,7,0,2,,, +morried01,1884,1,CL5,AA,34,13,52,52,47,3,0,1289,335,104,3,51,302,,2.18,,22,13,3,1703,0,159,,, +morrijo01,1884,1,BSN,NL,0,1,7,1,1,0,2,69,34,19,0,6,13,,7.43,,5,,0,114,6,23,,, +mortoch01,1884,1,TL1,AA,0,1,3,1,1,0,0,70,18,8,0,5,7,,3.09,,0,1,0,92,2,14,,, +mortosp01,1884,1,PHI,NL,0,2,2,2,2,0,0,51,16,10,0,11,5,,5.29,,4,,0,83,0,20,,, +mountbi01,1884,1,CN2,AA,19,12,33,33,32,3,0,867,274,94,5,43,96,,2.93,,22,16,0,1212,0,148,,, +mountfr01,1884,1,CL5,AA,23,17,42,41,40,5,1,1082,289,98,7,78,156,,2.45,,19,11,0,1473,1,163,,, +mullato01,1884,1,TL1,AA,36,26,67,65,64,7,0,1701,481,159,5,89,325,,2.52,,63,32,0,2364,2,276,,, +murphco01,1884,1,PHI,NL,0,3,3,3,3,0,0,78,37,19,1,6,10,,6.58,,5,,0,122,0,34,,, +murphjo01,1884,1,ALT,UA,5,6,14,10,10,0,0,335,141,48,3,9,46,,3.87,,3,,0,497,4,90,,, +murphjo01,1884,2,WIL,UA,0,6,7,6,5,0,0,144,52,16,3,2,27,,3.00,,2,,0,203,1,36,,, +neaglja01,1884,1,PT1,AA,11,26,38,38,37,2,0,978,354,135,6,70,85,,3.73,,25,18,0,1474,0,219,,, +nelsobi01,1884,1,PT1,AA,1,2,3,3,3,0,0,78,26,13,1,8,6,,4.50,,5,4,0,115,0,21,,, +nolanth01,1884,1,WIL,UA,1,4,5,5,5,0,0,120,44,13,1,7,52,,2.93,,13,,0,175,0,28,,, +oberbhe01,1884,1,BLU,UA,0,0,2,1,0,0,0,18,9,2,0,2,1,,3.00,,1,,0,30,1,3,,, +oberbhe01,1884,2,KCU,UA,0,5,6,4,3,0,0,89,47,19,0,3,6,,5.76,,2,,0,142,2,35,,, +obriebi01,1884,1,SPU,UA,1,0,2,0,0,0,0,30,8,2,0,3,7,,1.80,,1,,0,42,2,5,,, +odayha01,1884,1,TL1,AA,9,28,41,40,35,2,1,980,335,136,6,66,163,,3.75,,40,18,0,1412,1,241,,, +oneilti01,1884,1,SL4,AA,11,4,17,14,14,0,0,423,125,42,3,51,36,,2.68,,14,4,0,625,3,95,,, +orourji01,1884,1,BFN,NL,0,1,4,0,0,0,1,38,7,4,0,1,3,,2.84,,0,,0,41,2,5,,, +pfefffr01,1884,1,CHN,NL,0,0,1,0,0,0,0,3,3,1,0,1,0,,9.00,,1,,0,10,1,2,,, +poormto01,1884,1,TL1,AA,0,1,1,1,1,0,0,27,13,3,1,2,0,,3.00,,0,0,0,44,0,11,,, +portehe01,1884,1,MLU,UA,3,3,6,6,6,1,0,153,32,17,1,9,71,,3.00,,6,,0,200,0,25,,, +powelab01,1884,1,WSU,UA,6,12,18,17,14,1,0,402,135,51,3,19,78,,3.43,,7,,0,571,1,107,,, +purcebl01,1884,1,PHI,NL,0,0,1,0,0,0,0,12,3,1,0,0,1,,2.25,,2,,0,16,1,1,,, +pylesh01,1884,1,PHI,NL,0,1,1,1,1,0,0,27,9,4,0,6,4,,4.00,,1,,0,41,0,8,,, +radboch01,1884,1,PRO,NL,60,12,75,73,73,11,1,2036,528,104,18,98,441,,1.38,,34,,0,2672,2,216,,, +radfopa01,1884,1,PRO,NL,0,2,2,2,1,0,0,39,27,11,0,3,2,,7.62,,1,,0,70,0,19,,, +recciph01,1884,1,LS2,AA,6,7,18,11,11,0,0,388,118,39,2,19,46,,2.71,,10,4,0,540,7,80,,, +robinya01,1884,1,BLU,UA,3,3,11,3,3,0,0,225,96,29,1,18,61,,3.48,,7,,0,347,8,61,,, +roweda01,1884,1,SLU,UA,1,0,1,1,1,0,0,27,10,2,0,0,2,,2.00,,0,,0,38,0,3,,, +ryanjo02,1884,1,BLU,UA,3,2,6,6,5,0,0,153,61,19,1,16,33,,3.35,,5,,0,236,0,42,,, +seradbi01,1884,1,BFN,NL,16,20,37,37,34,2,0,924,373,146,21,111,150,,4.27,,42,,0,1440,2,285,,, +shallgu01,1884,1,CN2,AA,11,10,23,23,23,0,0,599,163,82,6,53,78,,3.70,,20,26,1,847,0,113,,, +shawdu01,1884,1,DTN,NL,9,18,28,28,25,0,0,683,219,77,8,72,142,,3.04,,9,,0,998,0,153,,, +shawdu01,1884,2,BSU,UA,21,15,39,38,35,5,0,947,227,62,1,37,309,,1.77,,15,,0,1246,1,128,,, +smith01,1884,1,BLU,UA,0,0,1,1,0,0,0,18,12,6,0,2,2,,9.00,,1,,0,33,0,11,,, +smithed01,1884,1,WS7,AA,0,2,3,2,2,0,0,66,27,12,0,5,4,,4.91,,4,1,0,104,1,23,,, +smithed05,1884,1,BLU,UA,3,4,9,8,5,0,0,186,86,24,2,17,13,,3.48,,6,,0,296,1,61,,, +smithge01,1884,1,ALT,UA,0,0,1,0,0,0,0,3,3,1,0,0,1,,9.00,,1,,0,6,1,2,,, +smithph01,1884,1,PH4,AA,0,1,1,1,1,0,0,27,14,4,0,1,3,,4.00,,1,0,0,39,0,6,,, +smithph01,1884,2,PT1,AA,0,1,1,1,1,0,0,24,11,8,0,2,4,,9.00,,1,1,0,39,0,10,,, +striccu01,1884,1,PH4,AA,0,0,1,0,0,0,0,9,6,2,0,1,1,,6.00,,0,0,0,19,1,2,,, +sullifl01,1884,1,PT1,AA,16,35,51,51,51,2,0,1323,496,206,15,96,189,,4.20,,25,20,0,1967,0,328,,, +sullipa01,1884,1,KCU,UA,0,1,1,1,0,0,0,21,15,9,1,5,1,,11.57,,0,,0,42,0,17,,, +sullito01,1884,1,CL5,AA,2,2,4,4,4,0,0,93,42,14,2,3,12,,4.06,,2,0,0,135,0,22,,, +sulliwi01,1884,1,SLU,UA,1,0,1,1,0,0,0,18,10,3,0,0,3,,4.50,,0,,0,29,0,6,,, +swarted01,1884,1,PT1,AA,0,0,1,0,0,0,0,7,6,3,0,1,0,,11.57,,0,0,0,16,1,5,,, +sweenbi01,1884,1,BLU,UA,40,21,62,60,58,4,0,1614,522,155,13,74,374,,2.59,,43,,0,2270,2,294,,, +sweench01,1884,1,PRO,NL,17,8,27,24,22,4,1,663,153,38,4,29,145,,1.55,,12,,0,846,3,70,,, +sweench01,1884,2,SLU,UA,24,7,33,32,31,2,0,813,207,55,2,13,192,,1.83,,9,,0,1063,1,112,,, +sylvelo01,1884,1,CNU,UA,0,1,6,1,1,0,1,98,32,13,0,6,7,,3.58,,0,,0,140,5,27,,, +taylobi01,1884,1,SLU,UA,25,4,33,29,29,2,4,789,222,49,2,40,154,,1.68,,19,,0,1080,4,97,,, +taylobi01,1884,2,PH4,AA,18,12,30,30,30,1,0,780,232,73,3,44,130,,2.53,,13,12,0,1115,0,118,,, +tennefr01,1884,1,WSU,UA,0,1,1,1,1,0,0,24,10,6,0,3,8,,6.75,,2,,0,38,0,11,,, +tennefr01,1884,2,BSU,UA,3,1,4,4,4,0,0,105,31,9,0,5,18,,2.31,,4,,0,145,0,21,,, +tennefr01,1884,3,WIL,UA,0,1,1,1,1,0,0,24,6,1,0,4,10,,1.13,,0,,0,35,0,5,,, +terryad01,1884,1,BR3,AA,19,35,56,55,54,2,0,1428,486,188,10,72,230,,3.55,,33,8,0,2049,1,308,,, +trumbed01,1884,1,WS7,AA,1,9,10,10,10,0,0,252,108,44,4,31,43,,4.71,,15,1,0,398,0,90,,, +veachpe01,1884,1,KCU,UA,3,9,12,12,12,0,0,312,95,28,1,10,62,,2.42,,10,,0,429,0,57,,, +vintobi01,1884,1,PHI,NL,10,10,21,21,20,0,0,546,166,45,6,35,105,,2.23,,20,,0,789,0,131,,, +vossal01,1884,1,WSU,UA,5,14,27,20,18,0,0,559,206,74,2,32,112,,3.57,,14,,0,818,7,136,,, +vossal01,1884,2,KCU,UA,0,6,7,6,6,0,0,159,74,25,2,7,17,,4.25,,5,,0,246,1,45,,, +wardjo01,1884,1,NY1,NL,3,3,9,5,5,0,0,182,72,23,2,18,23,,3.41,,6,,0,275,3,43,,, +weavesa01,1884,1,PHU,UA,5,10,17,17,14,0,0,408,206,87,3,11,40,,5.76,,12,,0,640,0,146,,, +welchmi01,1884,1,NY1,NL,39,21,65,65,62,4,0,1672,528,155,12,146,345,,2.50,,39,,0,2370,1,275,,, +werdepe01,1884,1,SLU,UA,12,1,16,16,12,1,0,424,113,31,1,22,51,,1.97,,5,,0,575,0,61,,, +wheelha01,1884,2,KCU,UA,0,1,1,1,1,0,0,24,7,1,0,0,6,,1.13,,2,,0,32,0,6,,, +whitemi01,1884,1,SLU,UA,0,1,1,1,1,0,0,24,14,8,0,2,2,,9.00,,2,,0,41,0,9,,, +whitewi01,1884,1,CN2,AA,34,18,52,52,52,7,0,1368,479,168,16,74,118,,3.32,,24,35,0,1986,0,224,,, +whitnji01,1884,1,BSN,NL,23,14,38,37,35,6,0,1008,272,78,12,27,270,,2.09,,18,,0,1343,1,140,,, +wiedmst01,1884,1,DTN,NL,4,21,26,26,24,0,0,638,257,88,9,57,96,,3.72,,7,,0,1000,0,179,,, +willine01,1884,1,CHN,NL,0,0,2,0,0,0,0,6,8,4,0,2,0,,18.00,,1,,0,18,1,8,,, +wisebi01,1884,1,WSU,UA,23,18,50,41,34,4,0,1093,383,123,5,60,268,,3.04,,42,,0,1577,8,219,,, +wymanfr01,1884,1,KCU,UA,0,1,3,1,1,0,0,63,37,16,0,3,9,,6.86,,8,,0,105,2,29,,, +bakerno01,1885,1,LS2,AA,13,12,25,24,24,1,0,651,210,82,3,69,79,,3.40,,21,10,1,952,1,142,,, +baldwki01,1885,1,CN2,AA,0,0,2,1,0,0,0,12,5,4,0,6,1,,9.00,,0,0,0,23,1,6,,, +baldwla01,1885,1,DTN,NL,11,9,21,20,19,1,1,538,137,37,2,28,135,,1.86,,8,,0,724,1,84,,, +becanbu01,1885,1,NY4,AA,2,8,10,10,10,0,0,255,108,59,5,24,13,,6.25,,17,5,1,394,0,84,,, +begleed01,1885,1,NY4,AA,4,9,15,14,10,0,0,345,131,63,5,48,44,,4.93,,17,8,2,527,1,102,,, +boylehe01,1885,1,SL5,NL,16,24,42,39,39,1,0,1100,346,112,2,100,133,,2.75,,24,,0,1547,3,207,,, +brownjo01,1885,1,BL2,AA,0,4,4,4,4,0,0,114,52,24,0,4,9,,5.68,,0,0,1,174,0,33,,, +brownto01,1885,1,PT1,AA,0,0,2,0,0,0,0,18,0,2,0,3,2,,3.00,,2,3,0,29,2,3,,, +buffich01,1885,1,BSN,NL,22,27,51,50,49,6,0,1303,425,139,10,112,242,,2.88,,28,,2,1838,1,238,,, +burnsdi01,1885,1,SL5,NL,0,0,1,0,0,0,0,9,3,3,0,0,2,,9.00,,1,,0,12,1,3,,, +burnsoy01,1885,1,BL2,AA,7,4,15,11,10,1,3,317,112,42,2,21,30,,3.58,,19,13,1,455,4,76,,, +carutbo01,1885,1,SL4,AA,40,13,53,53,53,6,0,1447,430,111,3,57,190,,2.07,,25,19,0,1948,0,196,,, +caseyda01,1885,1,DTN,NL,4,8,12,12,12,1,0,312,105,38,1,35,79,,3.29,,2,,0,445,0,61,,, +clarkjo01,1885,1,CHN,NL,53,16,70,70,68,10,0,1869,497,128,21,97,308,,1.85,,14,,0,2487,0,255,,, +colemjo01,1885,1,PH4,AA,2,2,8,3,3,0,0,181,82,23,0,5,12,,3.43,,6,0,0,229,4,46,,, +connojo02,1885,1,BFN,NL,0,1,1,1,1,0,0,27,14,4,0,2,0,,4.00,,1,,0,39,0,9,,, +connojo02,1885,2,LS2,AA,1,3,4,4,4,0,0,105,43,19,0,12,19,,4.89,,2,2,0,160,0,27,,, +conwaji01,1885,1,PH4,AA,0,1,2,2,1,0,0,37,19,10,0,2,0,,7.30,,2,0,0,55,0,16,,, +conwape01,1885,1,BFN,NL,10,17,27,27,26,1,0,630,256,109,10,44,94,,4.67,,21,,0,937,0,173,,, +corcola01,1885,1,CHN,NL,5,2,7,7,6,1,0,178,63,24,2,24,10,,3.64,,2,,0,267,0,38,,, +corcola01,1885,2,NY1,NL,2,1,3,3,2,0,0,75,24,8,1,11,10,,2.88,,2,,0,109,0,12,,, +coreyfr01,1885,1,PH4,AA,1,0,1,1,1,0,0,27,18,7,2,1,3,,7.00,,1,0,0,44,0,9,,, +corkhpo01,1885,1,CN2,AA,1,4,8,1,0,0,1,111,36,15,2,10,12,,3.65,,2,1,0,159,7,25,,, +crothdo01,1885,1,NY4,AA,7,11,18,18,18,1,0,462,192,87,4,49,40,,5.08,,16,2,1,706,0,135,,, +cushmed01,1885,1,PH4,AA,3,7,10,10,10,0,0,261,101,34,1,17,37,,3.52,,13,3,0,396,0,77,,, +cushmed01,1885,2,NY4,AA,8,14,22,22,22,0,0,573,158,59,2,33,133,,2.78,,18,3,1,790,0,105,,, +dailyed01,1885,1,PHI,NL,26,23,50,50,49,4,0,1320,370,108,12,90,140,,2.21,,40,,0,1797,0,212,,, +dailyhu01,1885,1,SL5,NL,3,8,11,11,10,1,0,274,92,40,5,44,31,,3.94,,2,,0,409,0,72,,, +davisda01,1885,1,BSN,NL,5,6,11,11,10,1,0,283,110,45,2,28,30,,4.29,,9,,0,421,0,58,,, +edench01,1885,1,PT1,AA,1,2,4,1,0,0,0,47,22,9,0,3,5,,5.17,,3,0,0,73,3,13,,, +emslibo01,1885,1,BL2,AA,3,10,13,13,11,0,0,321,131,51,0,30,27,,4.29,,20,5,1,474,0,87,,, +emslibo01,1885,2,PH4,AA,0,4,4,4,3,0,0,86,37,20,1,6,9,,6.28,,3,0,0,133,0,30,,, +ewingbu01,1885,1,NY1,NL,0,1,1,0,0,0,0,6,4,1,0,3,0,,4.50,,0,,0,12,1,4,,, +ferguch01,1885,1,PHI,NL,26,20,48,45,45,5,0,1215,345,100,5,81,197,,2.22,,15,,3,1657,3,197,,, +fishe01,1885,1,BFN,NL,0,1,1,1,1,0,0,27,10,5,0,2,4,,5.00,,2,,0,41,0,9,,, +foleyjo01,1885,1,PRO,NL,0,1,1,1,1,0,0,24,6,4,0,5,2,,4.50,,1,,0,37,0,7,,, +foremfr01,1885,1,BL2,AA,2,1,3,3,2,0,0,81,33,18,0,9,11,,6.00,,6,1,0,126,0,32,,, +foutzda01,1885,1,SL4,AA,33,14,47,46,46,2,0,1223,351,119,8,92,147,,2.63,,20,18,0,1659,1,200,,, +galvipu01,1885,1,BFN,NL,13,19,33,32,31,3,1,852,356,129,8,37,93,,4.09,,14,,0,1255,1,204,,, +galvipu01,1885,2,PT1,AA,3,7,11,11,9,0,0,265,97,36,2,7,27,,3.67,,7,0,0,372,0,64,,, +gardngi01,1885,1,BL2,AA,0,1,1,1,1,0,0,27,16,10,2,6,3,,10.00,,1,1,0,50,0,13,,, +getzich01,1885,1,DTN,NL,12,25,37,37,37,1,0,990,360,111,8,92,110,,3.03,,13,,0,1455,0,222,,, +hallsch01,1885,1,PRO,NL,0,1,1,1,1,0,0,27,18,11,3,6,0,,11.00,,1,,0,50,0,16,,, +hankifr01,1885,1,NY4,AA,0,0,1,0,0,0,0,6,2,1,1,1,0,,4.50,,0,0,0,9,0,1,,, +harkijo01,1885,1,BR3,AA,14,20,34,34,33,1,0,879,303,122,7,56,141,,3.75,,47,7,1,1276,0,224,,, +healyjo01,1885,1,SL5,NL,1,7,8,8,8,0,0,198,54,22,0,20,32,,3.00,,14,,0,277,0,37,,, +heckegu01,1885,1,LS2,AA,30,23,53,53,51,2,0,1440,454,116,6,54,209,,2.18,,16,18,2,1988,0,252,,, +hendeha01,1885,1,BL2,AA,25,35,61,61,59,0,0,1618,539,191,7,117,263,,3.19,,51,19,0,2268,0,311,,, +henryjo01,1885,1,BL2,AA,2,7,9,9,9,0,0,213,71,34,0,13,31,,4.31,,4,2,0,303,0,55,,, +hoffojo01,1885,1,PT1,AA,0,3,3,3,3,0,0,75,28,10,1,9,21,,3.60,,5,0,1,111,0,16,,, +hughebi01,1885,1,PH4,AA,0,2,2,2,2,0,0,50,18,9,0,10,4,,4.86,,4,2,0,79,0,17,,, +keefeti01,1885,1,NY1,NL,32,13,46,46,45,7,0,1200,300,70,6,102,227,,1.58,,35,,0,1577,0,154,,, +keenaji01,1885,1,CN2,AA,0,0,1,0,0,0,0,24,7,1,0,1,0,,1.13,,0,0,0,31,1,2,,, +kennete01,1885,1,CHN,NL,7,2,9,9,8,0,0,236,91,30,5,28,36,,3.43,,6,,0,344,0,54,,, +kimbesa01,1885,1,PRO,NL,0,1,1,1,1,0,0,24,15,10,1,5,4,,11.25,,1,,0,42,0,13,,, +kirbyjo01,1885,1,SL5,NL,5,8,14,14,14,0,0,388,118,51,0,44,46,,3.55,,10,,1,534,0,66,,, +knighlo01,1885,1,PH4,AA,0,0,1,0,0,0,0,15,4,1,0,2,1,,1.80,,1,0,0,21,1,1,,, +knighlo01,1885,2,PRO,NL,0,0,1,0,0,0,0,12,4,3,1,4,1,,6.75,,1,,0,21,1,4,,, +knoufed01,1885,1,PH4,AA,7,6,14,13,12,0,0,318,103,43,0,44,43,,3.65,,16,9,2,505,2,76,,, +lovetto01,1885,1,PH4,AA,7,8,16,16,15,1,0,416,130,57,3,38,56,,3.70,,19,5,3,594,0,96,,, +lynchja01,1885,1,NY4,AA,23,21,44,43,43,1,0,1137,410,152,17,42,177,,3.61,,33,3,0,1606,1,243,,, +maculji01,1885,1,BL2,AA,0,0,1,0,0,0,0,3,0,0,0,0,0,,0.00,,0,0,0,3,1,0,,, +mathebo01,1885,1,PH4,AA,30,17,48,48,46,2,0,1267,394,114,3,57,286,,2.43,,19,20,1,1766,0,229,,, +maysal01,1885,1,LS2,AA,6,11,17,17,17,0,0,450,129,46,3,43,61,,2.76,,13,8,0,639,0,102,,, +mccaf01,1885,1,CN2,AA,1,0,1,1,1,0,0,27,13,6,1,2,2,,6.00,,2,2,0,42,0,9,,, +mccorji01,1885,1,PRO,NL,1,3,4,4,4,0,0,111,34,10,1,20,8,,2.43,,7,,0,165,0,26,,, +mccorji01,1885,2,CHN,NL,20,4,24,24,24,3,0,645,187,58,8,40,88,,2.43,,3,,0,873,0,103,,, +mcginju01,1885,1,SL4,AA,6,6,13,13,12,3,0,336,98,42,1,19,41,,3.38,,13,6,0,461,0,65,,, +mckeola01,1885,1,CN2,AA,20,13,33,33,32,2,0,870,273,92,5,50,117,,2.86,,7,13,0,1196,0,143,,, +meegape01,1885,1,PT1,AA,7,8,18,16,14,1,0,438,146,55,1,38,58,,3.39,,5,10,0,640,2,90,,, +meinkfr01,1885,1,DTN,NL,0,1,1,1,0,0,0,15,13,2,0,4,0,,3.60,,0,,0,34,0,12,,, +moriage01,1885,1,DTN,NL,0,0,1,0,0,0,0,6,3,2,0,1,1,,9.00,,1,,0,11,1,3,,, +morried01,1885,1,PT1,AA,39,24,63,63,63,7,0,1743,459,152,5,101,298,,2.35,,36,14,4,2321,0,245,,, +mountbi01,1885,1,CN2,AA,10,7,17,17,17,1,0,461,149,54,5,52,50,,3.16,,19,7,0,662,0,89,,, +mountbi01,1885,2,BL2,AA,2,4,6,6,6,1,0,159,72,32,1,13,15,,5.43,,2,4,0,245,0,47,,, +mountfr01,1885,1,PT1,AA,1,4,5,5,5,0,0,138,56,22,1,24,7,,4.30,,3,2,0,201,0,31,,, +nolanth01,1885,1,PHI,NL,1,5,7,7,6,0,0,162,55,25,1,24,20,,4.17,,5,,0,239,0,43,,, +odayha01,1885,1,PT1,AA,5,7,12,12,10,0,0,309,110,42,4,16,36,,3.67,,11,7,0,449,0,77,,, +orrda01,1885,1,NY4,AA,0,0,3,0,0,0,0,30,11,8,2,5,1,,7.20,,2,0,0,49,3,13,,, +palme01,1885,1,SL5,NL,0,4,4,4,4,0,0,102,46,13,2,20,9,,3.44,,6,,0,168,0,33,,, +pechige01,1885,1,CN2,AA,7,4,11,11,11,1,0,294,95,22,1,30,49,,2.02,,9,6,0,421,0,45,,, +peoplji01,1885,1,CN2,AA,0,2,2,2,1,0,0,45,30,20,0,2,4,,12.00,,1,3,1,82,0,28,,, +pfefffr01,1885,1,CHN,NL,2,1,5,2,2,0,2,95,26,9,1,8,13,,2.56,,3,,0,125,3,15,,, +portehe01,1885,1,BR3,AA,33,21,54,54,53,2,0,1445,427,149,11,107,197,,2.78,,25,16,3,2035,0,261,,, +purcebl01,1885,1,PH4,AA,0,1,1,0,0,0,0,18,11,4,0,2,3,,6.00,,2,0,0,28,1,9,,, +radboch01,1885,1,PRO,NL,28,21,49,49,49,2,0,1337,423,109,4,83,154,,2.20,,34,,0,1841,0,209,,, +radfopa01,1885,1,PRO,NL,0,2,3,2,2,0,0,55,34,16,1,8,3,,7.85,,1,,0,98,0,27,,, +ramseto01,1885,1,LS2,AA,3,6,9,9,9,0,0,237,44,17,1,28,83,,1.94,,11,1,0,322,0,38,,, +recciph01,1885,1,LS2,AA,0,4,7,5,4,0,1,120,46,17,0,11,10,,3.83,,6,1,0,194,2,35,,, +richada01,1885,1,NY1,NL,7,1,9,8,7,1,0,225,58,20,0,18,21,,2.40,,1,,0,301,1,30,,, +richaha01,1885,1,BFN,NL,0,0,1,0,0,0,0,12,5,1,0,3,1,,2.25,,2,,0,20,1,2,,, +rosemch01,1885,1,NY4,AA,0,1,1,1,0,0,0,3,3,3,0,2,0,,27.00,,0,0,0,11,0,5,,, +seradbi01,1885,1,BFN,NL,7,21,30,29,27,0,0,724,299,110,5,80,90,,4.10,,38,,0,1102,1,194,,, +sewared01,1885,1,PRO,NL,0,0,1,0,0,0,0,18,2,0,0,0,1,,0.00,,2,,0,20,1,0,,, +shallgu01,1885,1,CN2,AA,6,4,13,12,7,0,0,274,95,33,1,33,15,,3.25,,8,13,0,404,1,59,,, +shawdu01,1885,1,PRO,NL,23,26,49,49,47,6,0,1199,343,114,7,99,194,,2.57,,32,,0,1740,0,209,,, +smithed01,1885,1,PRO,NL,1,0,1,1,1,0,0,27,9,1,0,0,1,,1.00,,2,,0,33,0,3,,, +smithph01,1885,1,BR3,AA,0,1,1,1,1,0,0,24,12,11,0,6,2,,12.38,,3,1,0,47,0,18,,, +smithph01,1885,2,PH4,AA,0,1,1,1,0,0,0,12,7,4,0,4,7,,9.00,,2,1,0,24,0,9,,, +sommejo01,1885,1,BL2,AA,0,0,2,0,0,0,1,9,6,3,0,0,0,,9.00,,1,0,0,14,2,3,,, +stellbi01,1885,1,PRO,NL,0,1,1,1,1,0,0,24,14,7,0,4,0,,7.88,,3,,0,40,0,10,,, +stemmbi01,1885,1,BSN,NL,1,1,2,2,2,1,0,33,7,0,0,11,8,,0.00,,2,,0,47,0,7,,, +sweench01,1885,1,SL5,NL,11,21,35,35,32,2,0,825,276,120,6,50,84,,3.93,,17,,0,1155,0,175,,, +taylobi01,1885,1,PH4,AA,1,5,6,6,6,0,0,157,68,19,0,9,11,,3.27,,6,1,0,208,0,35,,, +terryad01,1885,1,BR3,AA,6,17,25,23,23,0,1,627,213,99,9,42,96,,4.26,,12,4,0,860,2,147,,, +vintobi01,1885,1,PHI,NL,3,6,9,9,8,0,0,231,90,26,0,23,21,,3.04,,3,,0,357,0,59,,, +vintobi01,1885,2,PH4,AA,4,3,7,7,6,2,0,165,46,15,1,15,34,,2.45,,4,4,1,249,0,41,,, +wardjo03,1885,1,PRO,NL,0,1,1,1,1,0,0,24,10,4,0,1,3,,4.50,,0,,0,36,0,7,,, +welchmi01,1885,1,NY1,NL,44,11,56,55,55,7,1,1476,372,91,4,131,258,,1.66,,39,,1,1963,1,170,,, +wetzesh01,1885,1,BL2,AA,0,2,2,2,1,0,0,51,27,16,0,9,6,,8.47,,9,3,2,93,0,26,,, +whitewi01,1885,1,CN2,AA,18,15,34,34,33,2,0,880,295,115,9,64,80,,3.53,,25,27,0,1249,0,169,,, +whitnji01,1885,1,BSN,NL,18,32,51,50,50,2,0,1324,503,146,14,37,200,,2.98,,32,,0,1887,1,286,,, +wiedmst01,1885,1,DTN,NL,14,24,38,38,37,3,0,990,343,115,7,63,149,,3.14,,15,,0,1422,0,198,,, +willine01,1885,1,CHN,NL,0,0,2,0,0,0,2,18,2,0,0,0,3,,0.00,,0,,0,25,2,0,,, +williwa01,1885,1,CHN,NL,0,0,1,1,0,0,0,6,2,3,0,5,0,,13.50,,1,,0,10,0,5,,, +wolfji01,1885,1,LS2,AA,0,0,1,0,0,0,0,3,1,1,0,0,1,,9.00,,0,0,0,5,0,2,,, +woodge01,1885,1,DTN,NL,0,0,1,0,0,0,0,12,5,0,0,1,1,,0.00,,2,,0,16,1,2,,, +woodpe01,1885,1,BFN,NL,8,15,24,22,21,0,0,596,235,98,8,66,38,,4.44,,21,,0,906,2,170,,, +atkinal01,1886,1,PH4,AA,25,17,45,45,44,1,0,1190,414,174,11,101,154,,3.95,,29,22,0,1743,0,288,,, +aydelja01,1886,1,PH4,AA,0,2,2,2,2,0,0,54,21,8,0,12,5,,4.00,,5,0,0,81,0,11,,, +baldwla01,1886,1,DTN,NL,42,13,56,56,55,7,0,1461,371,121,11,100,323,,2.24,,22,,0,1936,0,194,,, +barrbo01,1886,1,WS8,NL,3,18,23,23,21,1,0,575,221,94,7,54,80,,4.41,,22,,0,844,0,153,,, +baueral01,1886,1,SL5,NL,0,4,4,4,3,0,0,86,31,19,1,27,13,,5.97,,9,,0,143,0,27,,, +bickhda01,1886,1,CN2,AA,1,0,1,1,1,0,0,27,13,3,0,3,6,,3.00,,3,0,0,40,0,11,,, +bierblo01,1886,1,PH4,AA,0,0,2,0,0,0,0,32,8,5,0,5,1,,4.22,,1,0,0,50,2,9,,, +bishobi01,1886,1,PT1,AA,0,1,2,2,2,0,0,51,17,6,0,11,4,,3.18,,7,1,0,89,0,14,,, +boylehe01,1886,1,SL5,NL,9,15,25,24,23,2,0,630,183,41,5,46,101,,1.76,,12,,1,877,1,106,,, +brookha01,1886,1,NY4,AA,0,1,1,1,0,0,0,6,9,8,0,2,0,,36.00,,0,0,0,23,0,13,,, +brownji01,1886,1,PH4,AA,0,1,1,1,1,0,0,25,9,3,0,3,4,,3.24,,0,0,0,37,0,5,,, +brownto01,1886,1,PT1,AA,0,0,1,0,0,0,0,6,2,2,0,5,1,,9.00,,0,0,0,21,1,4,,, +buffich01,1886,1,BSN,NL,7,10,18,17,16,0,0,453,203,77,4,39,47,,4.59,,9,,0,699,1,129,,, +cahiljo01,1886,1,SL5,NL,1,0,2,0,0,0,0,36,11,4,0,3,2,,3.00,,3,,0,44,2,5,,, +carutbo01,1886,1,SL4,AA,30,14,44,43,42,2,0,1162,323,100,3,86,166,,2.32,,15,7,0,1581,1,164,,, +caseyda01,1886,1,PHI,NL,24,18,44,44,39,4,0,1107,326,99,9,104,193,,2.41,,25,,0,1566,2,169,,, +chambel01,1886,1,LS2,AA,0,3,4,4,4,0,0,94,39,23,0,17,18,,6.61,,3,0,0,153,0,43,,, +clarked01,1886,1,PH4,AA,0,1,1,1,1,0,0,24,10,6,2,2,2,,6.75,,0,2,0,38,0,8,,, +clarkjo01,1886,1,CHN,NL,36,17,55,55,50,3,0,1400,419,125,19,86,313,,2.41,,17,,0,1914,0,248,,, +colemjo01,1886,1,PH4,AA,1,1,3,1,1,0,0,62,18,6,1,5,2,,2.61,,3,1,0,86,2,9,,, +conwadi01,1886,1,BL2,AA,2,7,9,9,8,0,0,230,106,58,6,43,64,,6.81,,9,3,0,386,0,91,,, +conwape01,1886,1,KCN,NL,5,15,23,20,19,0,0,540,236,115,6,61,81,,5.75,,21,,0,865,3,185,,, +conwape01,1886,2,DTN,NL,6,5,11,11,11,0,0,273,93,34,1,25,35,,3.36,,6,,0,389,0,55,,, +corcola01,1886,2,WS8,NL,0,1,2,1,1,0,0,42,16,9,0,4,3,,5.79,,0,,0,63,1,11,,, +corkhpo01,1886,1,CN2,AA,0,0,1,0,0,0,0,2,1,1,0,0,1,,13.50,,0,0,0,3,1,1,,, +craneed01,1886,1,WS8,NL,1,7,10,8,7,1,0,210,91,56,4,53,39,,7.20,,22,,0,344,2,85,,, +cushmed01,1886,1,NY4,AA,17,21,38,38,37,2,0,977,278,113,6,99,167,,3.12,,21,1,0,1365,0,180,,, +dailyed01,1886,1,PHI,NL,16,9,27,23,22,1,0,654,211,74,7,59,95,,3.06,,16,,0,932,3,123,,, +dailyhu01,1886,1,WS8,NL,0,6,6,6,6,0,0,147,69,40,2,40,15,,7.35,,7,,0,248,0,60,,, +devliji02,1886,1,NY1,NL,0,0,1,0,0,0,1,6,3,4,0,4,2,,18.00,,1,,0,16,1,5,,, +elybo01,1886,1,LS2,AA,0,4,6,4,4,0,1,132,53,26,0,26,28,,5.32,,7,0,0,215,2,47,,, +ferguch01,1886,1,PHI,NL,30,9,48,45,43,4,2,1187,317,87,11,69,212,,1.98,,11,,0,1582,2,145,,, +flynnjo02,1886,1,CHN,NL,23,6,32,29,28,2,1,771,207,64,9,63,146,,2.24,,28,,0,1049,3,127,,, +fogarji01,1886,1,PHI,NL,0,1,1,0,0,0,0,18,7,0,0,0,4,,0.00,,1,,0,28,1,6,,, +foutzda01,1886,1,SL4,AA,41,16,59,57,55,11,1,1512,418,118,5,144,283,,2.11,,23,10,0,2091,2,216,,, +foxjo01,1886,1,WS8,NL,0,1,1,1,1,0,0,24,11,8,0,11,3,,9.00,,3,,0,46,0,13,,, +fulleed01,1886,1,WS8,NL,0,1,2,1,1,0,0,39,15,10,0,5,3,,6.92,,1,,0,45,1,12,,, +fulmech02,1886,1,BL2,AA,0,0,1,0,0,0,0,6,2,1,0,1,0,,4.50,,0,0,0,9,0,2,,, +galvipu01,1886,1,PT1,AA,29,21,50,50,49,2,0,1304,457,129,3,75,72,,2.67,,12,7,0,1820,0,229,,, +gessnch01,1886,1,PH4,AA,0,1,1,1,1,0,0,24,13,8,0,5,0,,9.00,,0,2,0,44,0,14,,, +getzich01,1886,1,DTN,NL,30,11,43,43,42,1,0,1160,388,130,6,85,172,,3.03,,19,,0,1640,0,203,,, +gilmofr01,1886,1,WS8,NL,4,4,9,9,9,1,0,225,57,21,3,22,75,,2.52,,4,,1,307,0,35,,, +gravefr01,1886,1,SL5,NL,0,0,1,0,0,0,0,21,10,7,0,1,2,,9.00,,0,,0,32,1,10,,, +handiji01,1886,1,PT1,AA,7,7,14,14,12,1,0,342,82,42,1,33,83,,3.32,,6,12,0,465,0,65,,, +harkijo01,1886,1,BR3,AA,15,16,34,33,33,0,0,877,286,117,6,114,118,,3.60,,20,5,0,1292,1,203,,, +hartbi01,1886,1,PH4,AA,9,13,22,22,22,2,0,558,183,66,7,66,78,,3.19,,31,7,1,856,0,144,,, +healyjo01,1886,1,SL5,NL,17,23,43,41,39,3,0,1061,315,113,5,118,213,,2.88,,40,,1,1487,2,213,,, +heckegu01,1886,1,LS2,AA,26,23,49,48,45,2,0,1262,390,134,6,118,133,,2.87,,21,10,0,1815,1,273,,, +hendeha01,1886,1,BL2,AA,3,15,19,19,19,0,0,514,188,88,0,66,88,,4.62,,27,9,0,822,0,147,,, +hendeha01,1886,2,BR3,AA,10,4,14,14,14,0,0,372,112,40,2,51,49,,2.90,,14,0,0,533,0,82,,, +henryjo01,1886,1,WS8,NL,1,3,4,4,4,0,0,83,35,13,1,15,19,,4.23,,3,,0,138,0,27,,, +hoffojo01,1886,1,PT1,AA,3,6,9,9,9,0,0,243,88,39,1,40,25,,4.33,,9,2,0,379,0,66,,, +housefr01,1886,1,BL2,AA,0,1,1,1,1,0,0,24,6,3,0,1,5,,3.38,,2,1,0,35,0,3,,, +hudsona01,1886,1,SL4,AA,16,10,29,27,25,0,1,703,224,79,3,62,100,,3.03,,6,2,0,984,2,122,,, +hyndmji01,1886,1,PH4,AA,0,1,1,1,0,0,0,6,5,6,1,5,1,,27.00,,2,1,0,17,0,10,,, +irwinbi01,1886,1,CN2,AA,0,2,2,2,2,0,0,51,18,11,2,8,6,,5.82,,1,0,0,81,0,19,,, +keefege01,1886,1,WS8,NL,0,3,4,4,4,0,0,94,28,18,0,15,5,,5.17,,5,,0,135,0,22,,, +keefeti01,1886,1,NY1,NL,42,20,64,64,62,2,0,1605,479,152,9,102,297,,2.56,,40,,0,2173,0,250,,, +keenaji01,1886,1,CN2,AA,0,1,2,0,0,0,0,24,8,3,0,3,2,,3.38,,1,0,0,34,2,5,,, +kennete01,1886,1,PH4,AA,5,15,20,19,19,0,0,518,197,87,4,65,68,,4.53,,11,8,0,796,1,143,,, +kennete01,1886,2,LS2,AA,0,4,4,4,4,0,0,96,53,19,1,16,14,,5.34,,5,1,0,168,0,43,,, +kilroma01,1886,1,BL2,AA,29,34,68,68,66,5,0,1749,476,218,10,182,513,,3.37,,61,19,1,2469,0,350,,, +kingsi01,1886,1,KCN,NL,1,3,5,5,5,0,0,117,43,21,1,9,23,,4.85,,8,,0,186,0,35,,, +kirbyjo01,1886,1,SL5,NL,11,26,41,41,38,1,0,975,329,119,9,134,129,,3.30,,43,,1,1438,0,222,,, +knoufed01,1886,1,BL2,AA,0,1,1,1,1,0,0,27,2,2,0,5,8,,2.00,,5,3,0,38,0,5,,, +lilliji01,1886,1,KCN,NL,0,0,1,0,0,0,0,18,8,3,0,1,0,,4.50,,0,,0,24,1,5,,, +lynchja01,1886,1,NY4,AA,20,30,51,50,50,1,0,1298,485,190,10,116,193,,3.95,,40,12,0,1918,1,307,,, +maculji01,1886,1,BL2,AA,0,0,1,0,0,0,0,6,4,2,0,0,1,,9.00,,0,0,0,10,1,3,,, +madigto01,1886,1,WS8,NL,1,13,14,13,12,0,0,344,154,62,3,44,29,,4.87,,9,,0,541,1,110,,, +mathebo01,1886,1,PH4,AA,13,9,24,24,22,0,0,593,226,87,3,53,93,,3.96,,21,13,0,913,0,148,,, +maysal01,1886,1,NY4,AA,11,27,41,40,39,1,0,1050,330,132,7,140,163,,3.39,,44,14,0,1528,1,231,,, +mccarto01,1886,1,PHI,NL,0,0,1,0,0,0,0,3,0,0,0,1,1,,0.00,,0,,0,4,1,0,,, +mccorji01,1886,1,CHN,NL,31,11,42,42,38,2,0,1043,341,109,18,100,172,,2.82,,7,,0,1449,0,165,,, +mcginju01,1886,1,SL4,AA,5,5,10,10,10,1,0,263,107,37,2,27,30,,3.80,,7,7,0,406,0,75,,, +mcginju01,1886,2,BL2,AA,11,13,26,25,24,0,0,628,235,81,6,48,70,,3.48,,15,14,0,902,1,141,,, +mckeola01,1886,1,CN2,AA,8,8,19,19,16,0,0,468,174,88,6,54,46,,5.08,,13,3,0,687,0,118,,, +mckeola01,1886,2,KCN,NL,0,2,3,3,3,0,0,63,44,25,0,8,3,,10.71,,2,,0,115,0,32,,, +millecy01,1886,1,PH4,AA,10,8,19,19,19,1,0,509,158,56,6,59,99,,2.97,,35,4,0,725,0,109,,, +morried01,1886,1,PT1,AA,41,20,64,63,63,12,1,1666,455,151,5,118,326,,2.45,,22,7,0,2252,1,244,,, +morrijo01,1886,1,BSN,NL,0,0,1,0,0,0,0,12,5,0,0,0,2,,0.00,,1,,0,16,1,1,,, +mountfr01,1886,1,PT1,AA,0,2,2,2,2,0,0,48,22,14,0,14,2,,7.88,,2,5,0,88,0,21,,, +mullato01,1886,1,CN2,AA,33,27,63,56,55,1,0,1589,501,218,11,166,250,,3.70,,53,18,1,2258,7,315,,, +murphjo02,1886,1,CN2,AA,2,3,5,5,5,0,0,138,50,25,0,21,11,,4.89,,7,1,0,217,0,34,,, +murphjo02,1886,2,SL5,NL,0,4,4,4,3,0,0,99,45,30,3,16,11,,8.18,,10,,0,157,0,41,,, +murphjo02,1886,3,SL4,AA,1,0,1,1,1,0,0,21,5,3,0,3,3,,3.86,,1,0,0,31,0,4,,, +nealejo01,1886,1,LS2,AA,0,1,1,1,0,0,0,21,11,6,0,7,0,,7.71,,3,1,0,36,0,12,,, +oconnpa01,1886,1,BL2,AA,0,0,1,0,0,0,0,9,4,2,0,2,1,,6.00,,2,0,0,14,1,3,,, +odayha01,1886,1,WS8,NL,2,2,6,6,6,0,0,147,41,9,1,17,47,,1.65,,3,,0,204,0,17,,, +parsoch01,1886,1,BSN,NL,0,2,2,2,2,0,0,48,20,7,0,4,5,,3.94,,0,,0,69,0,13,,, +pechige01,1886,1,CN2,AA,15,21,40,40,35,2,0,991,355,152,4,133,110,,4.14,,17,14,0,1482,0,230,,, +pinknge01,1886,1,BR3,AA,0,0,1,0,0,0,0,6,2,1,0,0,0,,4.50,,1,0,0,5,1,1,,, +portehe01,1886,1,BR3,AA,27,19,48,48,48,1,0,1272,439,161,8,120,163,,3.42,,17,5,0,1864,0,277,,, +powelab01,1886,1,BL2,AA,2,5,7,7,7,0,0,180,66,34,2,26,15,,5.10,,2,1,0,277,0,51,,, +powelab01,1886,2,CN2,AA,0,1,4,1,1,0,0,46,16,8,0,9,4,,4.70,,0,0,0,68,1,13,,, +purcebl01,1886,1,BL2,AA,0,0,1,0,0,0,0,3,1,1,0,0,0,,9.00,,0,0,0,5,0,1,,, +radboch01,1886,1,BSN,NL,27,31,58,58,57,3,0,1528,521,170,18,111,218,,3.00,,22,,0,2162,0,300,,, +ramseto01,1886,1,LS2,AA,38,27,67,67,66,3,0,1766,447,160,3,207,499,,2.45,,35,12,0,2477,0,297,,, +reardje02,1886,1,SL5,NL,0,1,1,1,1,0,0,24,10,6,1,5,0,,6.75,,0,,0,36,0,8,,, +reardje02,1886,2,CN2,AA,0,1,1,1,0,0,0,6,5,4,0,4,0,,18.00,,0,0,0,14,0,4,,, +recciph01,1886,1,LS2,AA,0,1,1,1,0,0,0,9,7,3,0,3,0,,9.00,,2,0,0,18,0,6,,, +richada01,1886,1,NY1,NL,0,2,5,1,1,0,0,75,33,16,1,11,17,,5.76,,3,,0,114,4,24,,, +richaha01,1886,1,DTN,NL,3,0,4,0,0,0,0,36,11,6,1,10,5,,4.50,,2,,0,63,4,8,,, +richmle01,1886,1,CN2,AA,0,2,3,2,1,0,0,54,24,16,0,11,6,,8.00,,1,2,0,91,1,22,,, +robinya01,1886,1,SL4,AA,0,1,1,1,1,0,0,27,10,3,0,7,1,,3.00,,3,0,0,42,0,11,,, +rosemch01,1886,1,NY4,AA,0,0,1,0,0,0,0,21,6,4,0,0,0,,5.14,,0,0,0,25,1,6,,, +ryanji01,1886,1,CHN,NL,0,0,5,0,0,0,1,70,19,12,3,13,15,,4.63,,1,,0,87,5,13,,, +scottmi01,1886,1,BL2,AA,0,0,1,0,0,0,0,9,2,1,0,2,0,,3.00,,1,1,0,19,1,2,,, +seeryem01,1886,1,SL5,NL,0,0,2,0,0,0,0,21,8,6,1,3,2,,7.71,,0,,0,28,2,7,,, +shaffjo01,1886,1,NY4,AA,5,3,8,8,8,1,0,207,40,15,0,29,36,,1.96,,4,1,0,274,0,29,,, +shawdu01,1886,1,WS8,NL,13,31,45,44,43,1,0,1157,384,143,12,91,177,,3.34,,18,,0,1630,1,224,,, +smithbi03,1886,1,DTN,NL,5,4,9,9,9,0,0,231,81,35,0,30,36,,4.09,,9,,0,343,0,47,,, +smithel01,1886,1,CN2,AA,4,4,9,9,8,0,0,218,57,30,1,44,40,,3.72,,15,3,0,317,0,54,,, +smithph01,1886,1,DTN,NL,1,1,3,3,3,0,0,75,16,6,0,8,15,,2.16,,2,,0,100,0,9,,, +smithre01,1886,1,CN2,AA,0,1,1,1,1,0,0,27,8,4,0,10,1,,4.00,,3,0,0,45,0,8,,, +smithre01,1886,2,PH4,AA,0,1,1,1,1,0,0,27,15,7,0,5,4,,7.00,,3,0,0,44,0,13,,, +sommejo01,1886,1,BL2,AA,0,0,1,0,0,0,0,12,14,8,0,3,1,,18.00,,0,0,0,30,1,12,,, +stemmbi01,1886,1,BSN,NL,22,18,41,41,41,0,0,1046,300,117,11,144,239,,3.02,,63,,0,1520,0,218,,, +stephcl01,1886,1,CN2,AA,1,0,1,1,1,0,0,24,9,5,0,5,6,,5.63,,1,1,0,39,0,8,,, +stoveha01,1886,1,PH4,AA,0,0,1,0,0,0,0,1,2,1,0,0,0,,27.00,,0,0,0,3,0,2,,, +straujo02,1886,1,LS2,AA,0,0,2,0,0,0,1,12,6,2,0,3,0,,4.50,,1,0,0,29,2,4,,, +strikjo01,1886,1,PHI,NL,1,1,2,2,1,0,0,45,19,8,1,7,11,,4.80,,2,,0,68,0,10,,, +sullito01,1886,1,LS2,AA,2,7,9,9,8,0,0,225,94,33,6,33,27,,3.96,,9,2,0,343,0,70,,, +sweench01,1886,1,SL5,NL,5,6,11,11,11,0,0,279,108,43,9,39,28,,4.16,,10,,0,418,0,73,,, +taylobi01,1886,1,BL2,AA,1,6,8,8,8,0,0,217,87,46,1,20,37,,5.72,,7,2,0,328,0,63,,, +terryad01,1886,1,BR3,AA,18,16,34,34,32,5,0,865,263,99,1,115,162,,3.09,,20,16,0,1269,0,177,,, +titcoca01,1886,1,PHI,NL,0,5,5,5,5,0,0,123,43,17,1,24,24,,3.73,,5,,0,200,0,45,,, +toolest01,1886,1,BR3,AA,6,6,13,12,11,0,0,312,100,51,0,64,48,,4.41,,10,8,0,479,1,92,,, +twitcla01,1886,1,DTN,NL,0,2,4,4,2,0,0,75,35,18,1,12,6,,6.48,,2,,0,113,0,22,,, +weavesa01,1886,1,PH4,AA,0,2,2,2,1,0,0,33,30,18,0,2,2,,14.73,,0,1,0,74,0,29,,, +welchmi01,1886,1,NY1,NL,33,22,59,59,56,1,0,1500,514,166,13,163,272,,2.99,,51,,0,2151,0,279,,, +whitebi02,1886,1,LS2,AA,0,0,1,0,0,0,0,3,2,1,0,2,1,,9.00,,0,0,0,7,1,2,,, +whitewi01,1886,1,CN2,AA,1,2,3,3,3,0,0,78,28,12,1,10,6,,4.15,,1,6,0,116,0,23,,, +whitnar01,1886,1,PT1,AA,0,0,1,0,0,0,0,18,7,2,0,3,2,,3.00,,0,0,0,26,1,4,,, +whitnji01,1886,1,KCN,NL,12,32,46,44,42,3,0,1179,465,196,9,55,167,,4.49,,29,,0,1691,2,292,,, +wiedmst01,1886,1,KCN,NL,12,36,51,51,48,1,0,1283,549,215,11,112,168,,4.52,,35,,0,1924,0,323,,, +willine01,1886,1,CHN,NL,0,0,2,0,0,0,1,9,2,0,0,0,1,,0.00,,0,,0,14,2,2,,, +winkege01,1886,1,WS8,NL,0,1,1,1,0,0,0,18,12,7,0,5,4,,10.50,,5,,0,35,0,11,,, +wisebi01,1886,1,WS8,NL,0,1,1,1,0,0,0,9,6,3,0,2,0,,9.00,,0,,0,17,0,6,,, +wolfji01,1886,1,LS2,AA,0,0,1,0,0,0,0,9,7,5,0,0,0,,15.00,,0,0,0,20,1,8,,, +yingljo01,1886,1,WS8,NL,0,0,1,0,0,0,0,9,7,4,1,1,1,,12.00,,0,,0,18,1,6,,, +zay01,1886,1,BL2,AA,0,1,1,1,0,0,0,6,4,2,0,4,2,,9.00,,1,0,0,16,0,4,,, +allenmy01,1887,1,CL3,AA,1,0,2,0,0,0,0,29,9,1,0,3,1,,0.93,,1,1,0,41,1,4,,, +atkinal01,1887,1,PH4,AA,6,8,15,15,11,0,0,374,156,82,2,54,34,,5.92,,11,6,0,594,2,121,,, +baldwla01,1887,1,DTN,NL,13,10,24,24,24,1,0,633,225,90,7,61,60,,3.84,,7,5,0,901,0,136,,, +baldwma01,1887,1,CHN,NL,18,17,40,39,35,1,1,1002,329,126,22,122,164,,3.40,,41,17,0,1465,2,218,,, +beatied01,1887,1,DTN,NL,1,1,2,2,2,0,0,54,13,8,2,8,6,,4.00,,1,1,0,73,0,11,,, +bierblo01,1887,1,PH4,AA,0,0,1,0,0,0,1,3,0,0,0,0,1,,0.00,,0,0,0,3,1,0,,, +bishobi01,1887,1,PIT,NL,0,3,3,3,3,0,0,81,45,40,2,22,4,,13.33,,4,2,0,151,0,46,,, +boylehe01,1887,1,IN3,NL,13,24,38,38,37,0,0,984,356,133,11,69,85,,3.65,,13,12,0,1424,0,204,,, +buffich01,1887,1,PHI,NL,21,17,40,38,35,1,0,997,352,135,16,92,160,,3.66,,25,4,0,1431,1,224,,, +burkebi01,1887,1,DTN,NL,0,1,2,2,1,0,0,45,21,10,0,5,3,,6.00,,1,2,0,73,0,14,,, +burnsoy01,1887,1,BL2,AA,1,0,3,0,0,0,0,34,16,12,0,4,2,,9.53,,3,3,0,62,2,16,,, +cahiljo01,1887,1,IN3,NL,0,2,6,1,1,0,0,66,40,35,3,19,5,,14.32,,4,2,0,114,5,38,,, +carutbo01,1887,1,SL4,AA,29,9,39,39,39,2,0,1023,337,125,6,61,74,,3.30,,12,16,0,1442,0,185,,, +caseybi01,1887,1,PH4,AA,0,0,1,0,0,0,0,3,4,2,0,1,0,,18.00,,0,0,0,7,1,3,,, +caseyda01,1887,1,PHI,NL,28,13,45,45,43,4,0,1171,377,124,15,115,119,,2.86,,16,14,0,1660,0,199,,, +chambel01,1887,1,LS2,AA,18,16,36,36,35,1,0,927,340,130,8,117,118,,3.79,,17,14,0,1374,0,226,,, +chapmfr01,1887,1,PH4,AA,0,0,1,1,1,0,0,15,8,4,0,2,4,,7.20,,1,0,0,24,0,6,,, +clarkjo01,1887,1,CHN,NL,38,21,60,59,56,2,0,1569,513,179,19,92,237,,3.08,,25,8,0,2183,1,283,,, +conwadi01,1887,1,BSN,NL,9,15,26,26,25,0,0,667,249,115,10,86,45,,4.66,,17,7,0,996,0,161,,, +conwape01,1887,1,DTN,NL,8,9,17,17,16,0,0,438,132,47,3,47,40,,2.90,,11,5,0,613,0,95,,, +corcola01,1887,1,IN3,NL,0,2,2,2,1,0,0,45,23,21,2,19,4,,12.60,,0,2,0,89,0,31,,, +corkhpo01,1887,1,CN2,AA,1,0,5,0,0,0,0,44,22,9,0,5,3,,5.52,,1,0,0,73,4,15,,, +crowebi01,1887,1,CL3,AA,14,31,45,45,45,1,0,1168,541,211,9,138,72,,4.88,,23,20,0,1812,0,350,,, +cunnibe01,1887,1,BR3,AA,0,2,3,3,3,0,0,69,26,13,0,13,8,,5.09,,5,4,0,116,0,22,,, +cushmed01,1887,1,NY4,AA,10,15,26,26,25,0,0,660,310,146,9,83,64,,5.97,,13,9,2,1047,0,232,,, +dailyed01,1887,1,PHI,NL,0,4,6,5,4,0,0,124,52,33,2,25,7,,7.19,,4,0,0,205,1,52,,, +dailyed01,1887,2,WS8,NL,0,1,1,1,1,0,0,21,5,6,0,6,3,,7.71,,1,0,0,30,0,6,,, +dailyhu01,1887,1,CL3,AA,4,12,16,16,16,0,0,419,181,57,1,44,30,,3.67,,3,3,0,629,0,108,,, +devliji02,1887,1,PHI,NL,0,2,2,2,2,0,0,54,20,12,0,10,6,,6.00,,1,3,0,88,0,19,,, +dunlafr01,1887,1,DTN,NL,0,0,1,0,0,0,0,6,4,1,0,0,1,,4.50,,0,0,0,8,1,2,,, +faganbi01,1887,1,NY4,AA,1,4,6,6,6,0,0,135,55,20,1,24,12,,4.00,,2,2,0,206,0,34,,, +fast01,1887,1,IN3,NL,0,1,4,2,1,0,1,47,25,18,1,8,0,,10.34,,4,2,0,82,1,22,,, +ferguch01,1887,1,PHI,NL,22,10,37,33,31,2,1,892,297,99,13,47,125,,3.00,,5,11,0,1227,4,154,,, +fieldjo01,1887,1,PIT,NL,0,0,1,0,0,0,0,3,0,0,0,2,0,,0.00,,1,0,0,7,0,3,,, +fogarji01,1887,1,PHI,NL,0,0,1,0,0,0,0,9,3,3,0,1,0,,9.00,,1,0,0,16,1,4,,, +foutzda01,1887,1,SL4,AA,25,12,40,38,36,1,0,1018,369,146,7,90,94,,3.87,,26,10,0,1533,2,244,,, +galvipu01,1887,1,PIT,NL,28,21,49,48,47,3,0,1322,490,161,12,67,76,,3.29,,7,11,1,1897,2,259,,, +gardnbi01,1887,1,BL2,AA,0,1,3,2,1,0,0,39,23,16,0,10,3,,11.08,,3,1,0,65,1,20,,, +geissem01,1887,1,CHN,NL,0,1,1,1,1,0,0,27,17,8,0,3,4,,8.00,,0,0,0,46,0,11,,, +georgbi01,1887,1,NY1,NL,3,9,13,13,11,0,0,324,126,63,1,89,49,,5.25,,22,14,0,534,0,112,,, +getzich01,1887,1,DTN,NL,29,13,43,42,41,2,0,1100,373,152,24,106,135,,3.73,,18,2,0,1578,1,217,,, +gilksbo01,1887,1,CL3,AA,7,5,13,13,12,1,0,324,104,37,1,42,28,,3.08,,6,9,0,475,0,66,,, +gilmofr01,1887,1,WS8,NL,7,20,28,27,27,1,0,704,247,101,7,92,114,,3.87,,14,13,0,1047,1,172,,, +glassja01,1887,1,IN3,NL,0,0,1,0,0,0,0,3,0,0,0,0,1,,0.00,,0,0,0,3,1,0,,, +grubehe01,1887,1,DTN,NL,4,3,7,7,7,0,0,187,63,19,3,21,12,,2.74,,1,0,0,261,0,29,,, +harkijo01,1887,1,BR3,AA,10,14,24,24,22,0,0,597,262,133,6,77,36,,6.02,,16,5,0,931,0,184,,, +hartbi01,1887,1,PH4,AA,1,2,3,3,3,0,0,78,28,13,1,17,4,,4.50,,1,1,0,121,0,22,,, +healyjo01,1887,1,IN3,NL,12,29,41,41,40,3,0,1023,415,196,24,108,75,,5.17,,39,15,0,1535,0,292,,, +heckegu01,1887,1,LS2,AA,18,12,34,32,32,2,1,856,325,132,9,50,58,,4.16,,12,10,0,1256,2,214,,, +hendeha01,1887,1,BR3,AA,5,8,13,12,12,0,0,335,127,49,3,63,28,,3.95,,5,5,0,520,1,85,,, +hudsona01,1887,1,SL4,AA,4,4,9,9,7,0,0,201,91,37,2,20,15,,4.97,,2,4,0,322,0,57,,, +jonesch01,1887,2,NY4,AA,0,0,2,0,0,0,0,9,2,1,0,4,0,,3.00,,0,0,0,11,1,2,,, +keatibo01,1887,1,BL2,AA,0,1,1,1,1,0,0,27,16,11,0,6,0,,11.00,,0,0,0,49,0,16,,, +keefege01,1887,1,WS8,NL,0,1,1,1,1,0,0,24,16,8,1,4,0,,9.00,,2,2,0,50,0,20,,, +keefeti01,1887,1,NY1,NL,35,19,56,56,54,2,0,1430,428,165,11,108,189,,3.12,,37,11,0,1981,1,256,,, +kellyki01,1887,1,BSN,NL,1,0,3,0,0,0,0,39,17,5,1,14,0,,3.46,,5,0,0,71,3,16,,, +kilroma01,1887,1,BL2,AA,46,19,69,69,66,6,0,1768,585,201,9,157,217,,3.07,,46,20,1,2492,1,326,,, +kingsi01,1887,1,SL4,AA,32,12,46,44,43,2,1,1170,401,164,4,109,128,,3.78,,19,17,0,1666,2,231,,, +kirbyjo01,1887,1,IN3,NL,1,6,8,8,5,0,0,186,70,42,3,43,7,,6.10,,4,2,0,302,0,64,,, +kirbyjo01,1887,2,CL3,AA,0,5,5,5,5,0,0,123,62,41,1,28,6,,9.00,,8,2,0,213,0,53,,, +knoufed01,1887,1,BL2,AA,2,6,9,9,6,0,0,189,79,53,0,41,27,,7.57,,11,13,0,322,0,79,,, +knoufed01,1887,2,SL4,AA,4,2,6,6,6,1,0,150,40,25,0,36,18,,4.50,,1,3,0,217,0,34,,, +leitndo01,1887,1,IN3,NL,2,6,8,8,8,0,0,195,69,41,6,41,27,,5.68,,12,0,1,307,0,66,,, +lynchja01,1887,1,NY4,AA,7,14,21,21,21,0,0,561,245,106,8,36,45,,5.10,,13,4,0,843,0,158,,, +maddeki01,1887,1,BSN,NL,21,14,37,37,36,3,0,963,317,135,19,122,81,,3.79,,10,20,0,1404,0,203,,, +mathebo01,1887,1,PH4,AA,3,4,7,7,7,0,0,174,75,43,4,25,9,,6.67,,2,3,0,280,0,64,,, +mattimi01,1887,1,NY1,NL,3,3,7,7,6,1,0,172,47,15,2,28,12,,2.35,,3,4,0,248,0,39,,, +maulal01,1887,1,PHI,NL,4,2,7,5,4,0,0,151,72,31,2,15,18,,5.54,,4,2,0,238,2,50,,, +maysal01,1887,1,NY4,AA,17,34,52,52,50,0,0,1324,551,232,11,136,124,,4.73,,36,20,0,2002,1,359,,, +mccorji01,1887,1,PIT,NL,13,23,36,36,36,0,0,967,377,154,12,84,77,,4.30,,16,12,0,1417,0,217,,, +mcgeaja01,1887,1,IN3,NL,0,1,1,0,0,0,0,19,13,8,2,4,3,,11.37,,1,0,0,41,1,17,,, +mcginju01,1887,1,CN2,AA,3,5,8,8,8,0,0,208,85,42,3,43,18,,5.45,,9,8,0,338,0,66,,, +mcmulge01,1887,1,NY4,AA,2,1,3,3,2,0,0,63,25,18,2,19,2,,7.71,,6,0,0,112,1,25,,, +moffesa01,1887,1,IN3,NL,1,5,6,6,6,0,0,150,47,21,1,23,3,,3.78,,3,4,0,221,0,45,,, +morried01,1887,1,PIT,NL,14,22,38,38,37,1,0,953,375,152,13,71,91,,4.31,,13,8,0,1392,0,225,,, +morriha01,1887,1,IN3,NL,3,4,7,7,5,0,0,171,79,48,2,27,13,,7.58,,7,1,0,285,0,73,,, +morrimi01,1887,1,CL3,AA,12,25,40,40,35,0,0,950,385,173,13,205,158,,4.92,,62,22,1,1536,1,341,,, +mullato01,1887,1,CN2,AA,31,17,48,48,47,6,0,1249,414,150,11,121,97,,3.24,,27,32,0,1763,1,234,,, +murphjo02,1887,1,SL4,AA,1,0,1,1,1,0,0,27,13,5,0,4,5,,5.00,,0,0,0,45,0,8,,, +nealejo01,1887,1,LS2,AA,1,4,5,4,4,0,0,124,60,32,4,15,11,,6.97,,11,2,0,201,1,50,,, +obrieda01,1887,1,NY4,AA,0,0,1,0,0,0,0,3,1,0,0,1,0,,0.00,,0,0,0,4,0,0,,, +obrieto01,1887,1,NY4,AA,0,0,1,0,0,0,0,11,4,3,0,5,0,,7.36,,0,0,0,24,0,5,,, +odayha01,1887,1,WS8,NL,8,20,30,30,29,0,0,764,255,118,15,109,86,,4.17,,31,9,0,1122,0,197,,, +parsoch01,1887,1,NY4,AA,1,1,4,4,4,0,0,102,51,17,0,6,5,,4.50,,0,1,0,167,0,36,,, +pechige01,1887,1,CL3,AA,1,9,10,10,10,0,0,258,118,68,8,44,24,,7.12,,16,3,0,436,0,124,,, +pettibo01,1887,1,CHN,NL,0,0,1,0,0,0,1,3,3,0,1,2,0,,0.00,,3,0,0,10,1,8,,, +poormto01,1887,1,PH4,AA,0,0,1,0,0,0,0,2,5,3,1,1,1,,40.50,,2,0,0,8,0,4,,, +portehe01,1887,1,BR3,AA,15,24,40,40,38,1,0,1019,416,159,7,96,74,,4.21,,15,7,0,1504,0,264,,, +purcebl01,1887,1,BL2,AA,0,0,1,0,0,0,0,12,8,7,0,4,2,,15.75,,0,1,0,26,1,8,,, +pylesh01,1887,1,CHN,NL,1,3,4,4,3,0,0,80,32,14,1,21,5,,4.73,,4,2,0,133,0,27,,, +radboch01,1887,1,BSN,NL,24,23,50,50,48,1,0,1275,505,215,21,133,87,,4.55,,20,14,0,1915,0,305,,, +radfopa01,1887,1,NY4,AA,0,0,2,0,0,0,0,15,15,10,1,3,4,,18.00,,0,0,0,22,1,16,,, +ramseto01,1887,1,LS2,AA,37,27,65,64,61,0,0,1683,544,214,9,167,355,,3.43,,46,16,0,2430,1,358,,, +recciph01,1887,2,CL3,AA,0,0,1,0,0,0,0,21,8,6,0,5,0,,7.71,,1,0,0,30,1,7,,, +richada01,1887,1,NY1,NL,0,0,1,0,0,0,0,0,0,0,0,1,0,,,,0,0,0,1,0,0,,, +roachjo01,1887,1,NY1,NL,0,1,1,1,1,0,0,24,18,10,0,4,3,,11.25,,1,1,0,48,0,17,,, +robinya01,1887,1,SL4,AA,0,0,1,0,0,0,1,9,3,1,0,3,0,,3.00,,1,1,0,13,1,2,,, +rosemch01,1887,2,NY4,AA,0,0,2,0,0,0,0,24,11,7,0,5,1,,7.88,,0,2,0,34,1,14,,, +ryancy01,1887,1,NY4,AA,0,1,2,1,0,0,0,7,5,6,1,6,0,,23.14,,1,0,0,17,1,9,,, +ryanji01,1887,1,CHN,NL,2,1,8,3,2,0,0,135,53,21,3,17,14,,4.20,,3,6,0,197,4,36,,, +scheifr01,1887,1,CL3,AA,0,1,1,1,1,0,0,27,17,12,1,4,3,,12.00,,1,1,0,52,0,18,,, +seradbi01,1887,1,CN2,AA,10,11,22,21,20,2,1,562,201,85,7,80,34,,4.08,,12,8,0,843,1,139,,, +sewared01,1887,1,PH4,AA,25,25,55,52,52,3,0,1412,445,216,7,140,155,,4.13,,58,24,0,1990,2,293,,, +shaffjo01,1887,1,NY4,AA,2,11,13,13,13,0,0,336,148,77,3,53,22,,6.19,,14,11,0,542,0,119,,, +shawdu01,1887,1,WS8,NL,7,13,21,20,20,0,0,544,263,130,8,46,47,,6.45,,3,3,0,852,1,177,,, +sheami01,1887,1,CN2,AA,1,1,2,2,2,0,0,50,26,13,0,10,0,,7.02,,3,0,0,88,0,25,,, +shrevle01,1887,1,BL2,AA,3,1,5,5,4,1,0,114,33,16,0,19,13,,3.79,,8,1,0,165,0,26,,, +shrevle01,1887,2,IN3,NL,5,9,14,14,14,1,0,366,141,64,5,65,22,,4.72,,6,4,0,576,0,100,,, +smithel01,1887,1,CN2,AA,34,17,52,52,49,3,0,1342,400,146,5,126,176,,2.94,,31,9,1,1872,0,224,,, +smithph01,1887,1,BL2,AA,25,30,58,55,54,1,0,1474,526,207,7,176,206,,3.79,,12,14,0,2204,3,369,,, +sommejo01,1887,1,BL2,AA,0,0,1,0,0,0,0,3,2,1,0,1,0,,9.00,,1,0,0,7,1,1,,, +sowdejo01,1887,1,IN3,NL,0,0,1,0,0,0,0,9,11,7,0,5,0,,21.00,,4,0,0,27,1,13,,, +spragch01,1887,1,CHN,NL,1,0,3,3,2,0,0,66,24,12,1,13,9,,4.91,,1,4,0,104,0,16,,, +stemmbi01,1887,1,BSN,NL,6,8,15,14,14,0,1,358,138,69,4,41,41,,5.20,,12,2,0,547,1,107,,, +striccu01,1887,1,CL3,AA,0,0,3,0,0,0,1,17,5,2,0,7,2,,3.18,,2,0,0,28,3,5,,, +sullima01,1887,1,CHN,NL,0,0,1,0,0,0,0,7,6,2,0,1,1,,7.71,,0,0,0,13,0,2,,, +swababi01,1887,1,NY1,NL,0,2,2,2,2,0,0,48,27,9,1,6,6,,5.06,,0,1,0,85,0,23,,, +sweench01,1887,1,CL3,AA,0,3,3,3,3,0,0,72,42,22,0,13,8,,8.25,,2,0,0,126,0,36,,, +taylobi01,1887,1,PH4,AA,1,0,1,1,1,0,0,27,10,3,1,7,0,,3.00,,2,0,0,42,0,5,,, +tebeage01,1887,1,CN2,AA,0,1,1,1,1,0,0,24,21,12,0,3,1,,13.50,,1,1,0,47,0,16,,, +terryad01,1887,1,BR3,AA,16,16,40,35,35,1,3,954,331,142,10,99,138,,4.02,,30,9,0,1373,5,230,,, +tiernmi01,1887,1,NY1,NL,1,2,5,0,0,0,1,59,33,19,2,7,3,,8.69,,1,1,0,91,4,25,,, +titcoca01,1887,1,PH4,AA,1,2,3,3,3,0,0,72,31,18,1,19,16,,6.75,,7,0,0,123,0,30,,, +titcoca01,1887,2,NY1,NL,4,3,9,9,9,0,0,216,68,31,3,37,34,,3.88,,3,1,1,330,0,50,,, +toolest01,1887,1,BR3,AA,14,10,24,24,22,1,0,582,186,93,1,106,48,,4.31,,14,12,1,850,0,133,,, +twitcla01,1887,1,DTN,NL,11,1,15,12,11,0,1,337,120,54,3,36,24,,4.33,,6,10,0,494,3,74,,, +vanhage01,1887,1,CHN,NL,11,7,20,18,18,1,1,483,177,69,8,66,76,,3.86,,9,16,0,722,1,113,,, +veachpe01,1887,1,LS2,AA,0,1,1,1,1,0,0,27,5,4,1,8,2,,4.00,,0,0,0,37,0,6,,, +watsomo01,1887,1,CN2,AA,0,1,2,2,1,0,0,42,22,9,0,6,1,,5.79,,3,0,0,73,0,18,,, +welchmi01,1887,1,NY1,NL,22,15,41,40,39,2,0,1038,339,129,7,91,115,,3.36,,16,5,0,1437,1,191,,, +weyhigu01,1887,1,PH4,AA,26,28,55,55,53,2,0,1399,465,221,12,167,193,,4.27,,49,37,1,2042,0,342,,, +whitnji01,1887,1,WS8,NL,24,21,47,47,46,2,0,1214,430,145,16,42,146,,3.22,,14,16,0,1718,0,253,,, +widnewi01,1887,1,CN2,AA,1,0,1,1,1,0,0,27,11,5,2,2,0,,5.00,,1,1,0,43,0,8,,, +wiedmst01,1887,1,DTN,NL,13,7,21,21,20,0,0,549,221,109,10,60,56,,5.36,,6,9,0,815,0,132,,, +wiedmst01,1887,2,NY4,AA,4,8,12,12,11,1,0,291,122,50,3,25,37,,4.64,,7,1,0,444,0,84,,, +wiedmst01,1887,3,NY1,NL,0,1,1,1,1,0,0,24,10,1,0,2,4,,1.13,,1,0,0,37,0,6,,, +willine01,1887,1,CHN,NL,0,0,1,0,0,0,0,6,2,2,0,1,0,,9.00,,0,0,0,10,1,2,,, +allenmy01,1888,1,KC2,AA,0,2,2,2,2,0,0,54,17,5,0,1,2,,2.50,,0,2,0,74,0,7,,, +bakelje01,1888,1,CL3,AA,25,33,61,61,60,4,0,1598,518,176,14,128,212,,2.97,,40,15,0,2251,0,321,,, +baldwla01,1888,1,DTN,NL,3,3,6,6,5,0,0,159,76,32,5,15,26,,5.43,,5,1,0,252,1,50,,, +baldwma01,1888,1,CHN,NL,13,15,30,30,27,2,0,753,241,77,13,99,157,,2.76,,18,13,0,1079,0,137,,, +beatied01,1888,1,DTN,NL,5,7,12,12,12,1,0,321,111,34,6,16,44,,2.86,,9,2,1,461,0,60,,, +bierblo01,1888,1,PH4,AA,0,0,1,0,0,0,0,9,5,0,0,0,3,,0.00,,1,0,0,14,1,1,,, +blairbi01,1888,1,PH4,AA,1,3,4,4,3,0,0,93,29,9,0,8,16,,2.61,,1,1,0,131,0,21,,, +borchge01,1888,1,CHN,NL,4,4,10,10,7,1,0,201,67,26,2,29,26,,3.49,,10,6,0,302,0,45,,, +boylehe01,1888,1,IN3,NL,15,22,37,37,36,3,0,969,315,117,11,58,98,,3.26,,22,10,0,1354,0,179,,, +brynato01,1888,1,CHN,NL,2,1,3,3,2,0,0,75,29,18,2,7,11,,6.48,,3,2,0,116,1,26,,, +buffich01,1888,1,PHI,NL,28,17,46,46,43,6,0,1201,324,85,6,59,199,,1.91,,15,4,0,1586,0,139,,, +burdibi01,1888,1,IN3,NL,10,10,20,20,20,0,0,528,168,55,12,43,55,,2.81,,15,6,0,742,0,88,,, +burnsoy01,1888,1,BL2,AA,0,1,5,0,0,0,0,38,12,6,0,3,2,,4.26,,3,0,0,53,3,8,,, +carutbo01,1888,1,BR3,AA,29,15,44,43,42,4,0,1175,337,104,4,53,140,,2.39,,23,10,0,1569,1,176,,, +caseyda01,1888,1,PHI,NL,14,18,33,33,31,2,0,857,298,100,6,48,108,,3.15,,9,5,0,1205,0,156,,, +chambel01,1888,1,LS2,AA,14,9,24,24,21,1,0,588,178,55,2,59,119,,2.53,,20,11,0,833,0,123,,, +chambel01,1888,2,SL4,AA,11,2,14,14,13,1,0,336,61,20,1,27,57,,1.61,,11,6,0,428,0,34,,, +clarkda01,1888,1,CHN,NL,1,0,2,2,1,0,0,48,23,9,2,6,6,,5.06,,3,2,0,81,0,17,,, +clarkjo01,1888,1,BSN,NL,33,20,54,54,53,3,0,1450,448,148,17,119,223,,2.76,,33,10,0,2029,0,247,,, +conwadi01,1888,1,BSN,NL,4,2,6,6,6,0,0,159,49,14,2,8,12,,2.38,,5,4,0,216,0,31,,, +conwape01,1888,1,DTN,NL,30,14,45,45,43,4,0,1173,315,98,11,57,176,,2.26,,8,13,0,1586,0,170,,, +corkhpo01,1888,1,CN2,AA,0,0,2,0,0,0,1,15,8,6,1,0,1,,10.80,,0,0,0,23,2,6,,, +craneed01,1888,1,NY1,NL,5,6,12,11,11,2,1,278,70,25,3,40,58,,2.43,,10,2,0,404,1,51,,, +crowebi01,1888,1,CL3,AA,5,13,18,18,16,0,0,452,212,97,8,61,61,,5.79,,20,9,0,732,0,148,,, +crowebi01,1888,2,LS2,AA,0,1,1,1,1,0,0,27,12,6,1,6,5,,6.00,,0,1,0,46,0,14,,, +cunnibe01,1888,1,BL2,AA,22,29,51,51,50,0,0,1360,412,171,8,157,186,,3.39,,47,30,0,1952,0,275,,, +dailyed01,1888,1,WS8,NL,2,7,9,8,8,0,0,221,88,40,7,19,20,,4.89,,10,3,0,338,1,69,,, +dennyje01,1888,1,IN3,NL,0,0,1,0,0,0,0,12,5,4,1,4,1,,9.00,,3,0,0,22,1,5,,, +devliji02,1888,1,SL4,AA,6,5,11,11,10,0,0,271,82,32,3,20,45,,3.19,,9,8,0,380,0,54,,, +dwyerfr01,1888,1,CHN,NL,4,1,5,5,5,1,0,126,32,5,1,9,17,,1.07,,2,0,0,171,0,20,,, +ehretre01,1888,1,KC2,AA,3,2,7,6,5,0,0,156,58,23,1,22,12,,3.98,,6,3,0,238,1,30,,, +ewingbu01,1888,1,NY1,NL,0,0,2,0,0,0,1,21,8,2,1,4,6,,2.57,,2,1,0,51,1,9,,, +ewingjo01,1888,1,LS2,AA,8,13,21,21,21,2,0,573,175,60,3,34,87,,2.83,,4,8,0,787,0,105,,, +faganbi01,1888,1,KC2,AA,5,11,17,17,15,0,0,427,179,90,4,75,49,,5.69,,14,1,0,680,0,148,,, +foutzda01,1888,1,BR3,AA,12,7,23,19,19,0,0,528,146,49,3,35,73,,2.51,,7,5,0,711,4,85,,, +freemju01,1888,1,SL4,AA,0,1,1,1,0,0,0,19,7,3,0,4,1,,4.26,,1,1,0,31,0,5,,, +galvipu01,1888,1,PIT,NL,23,25,50,50,49,6,0,1312,446,128,9,53,107,,2.63,,11,8,0,1809,0,190,,, +gamblbo01,1888,1,PH4,AA,0,1,1,1,1,0,0,27,10,8,0,3,2,,8.00,,0,0,0,40,0,10,,, +georgbi01,1888,1,NY1,NL,2,1,4,3,3,1,1,101,18,5,0,11,26,,1.34,,3,1,0,133,1,9,,, +getzich01,1888,1,DTN,NL,19,25,46,46,45,2,0,1212,411,137,13,54,202,,3.05,,23,8,0,1697,0,225,,, +gilksbo01,1888,1,CL3,AA,0,2,4,2,2,0,1,63,26,19,1,8,3,,8.14,,0,1,0,98,2,23,,, +gilmofr01,1888,1,WS8,NL,1,9,12,11,10,0,0,287,131,70,4,29,23,,6.59,,6,7,0,442,1,101,,, +glassja01,1888,1,IN3,NL,0,0,1,0,0,0,0,1,1,2,0,2,1,,54.00,,0,1,0,4,0,3,,, +gleaski01,1888,1,PHI,NL,7,16,24,23,23,0,0,599,199,63,11,53,89,,2.84,,11,12,0,855,1,112,,, +greenjo01,1888,1,WS8,NL,0,1,1,1,1,0,0,27,17,11,2,4,2,,11.00,,4,0,0,46,0,13,,, +grubehe01,1888,1,DTN,NL,11,14,27,25,25,3,0,720,196,61,8,41,71,,2.29,,15,4,0,966,2,121,,, +gumbead01,1888,1,CHN,NL,3,3,6,6,5,0,0,146,44,17,0,10,16,,3.14,,0,5,0,203,0,24,,, +haddoge01,1888,1,WS8,NL,0,2,2,2,2,0,0,48,9,4,0,2,3,,2.25,,1,1,0,64,0,8,,, +hafnefr01,1888,1,KC2,AA,0,2,2,2,2,0,0,54,24,14,2,16,5,,7.00,,6,1,0,95,0,23,,, +harkijo01,1888,1,BL2,AA,0,1,1,1,1,0,0,24,12,6,0,3,2,,6.75,,2,0,0,39,0,12,,, +healyjo01,1888,1,IN3,NL,12,24,37,37,36,1,0,964,347,139,13,87,124,,3.89,,19,15,1,1401,0,199,,, +heckegu01,1888,1,LS2,AA,8,17,26,25,25,0,0,670,251,84,5,43,63,,3.39,,6,10,0,970,1,154,,, +hendeha01,1888,1,PIT,NL,1,3,5,5,4,0,0,106,43,21,0,20,9,,5.35,,4,2,0,171,0,31,,, +hoffmfr01,1888,1,KC2,AA,3,9,12,12,12,0,0,312,102,32,3,42,38,,2.77,,7,6,0,460,0,71,,, +hudsona01,1888,1,SL4,AA,25,10,39,37,36,5,0,999,283,94,8,59,130,,2.54,,16,15,0,1351,2,155,,, +hughemi01,1888,1,BR3,AA,25,13,40,40,40,2,0,1089,281,86,5,98,159,,2.13,,21,6,0,1468,0,163,,, +keased01,1888,1,CL3,AA,3,3,6,6,6,0,0,153,53,13,1,12,18,,2.29,,4,1,0,218,0,28,,, +keefege01,1888,1,WS8,NL,6,7,13,13,13,1,0,342,87,36,2,43,52,,2.84,,7,4,0,469,0,55,,, +keefeti01,1888,1,NY1,NL,35,12,51,51,48,8,0,1303,317,84,5,90,335,,1.74,,21,12,0,1723,0,143,,, +kilroma01,1888,1,BL2,AA,17,21,40,40,35,2,0,963,347,144,5,79,135,,4.04,,45,23,0,1407,0,224,,, +kilromi01,1888,1,BL2,AA,0,1,1,1,1,0,0,27,12,8,1,5,1,,8.00,,0,0,0,44,0,9,,, +kingsi01,1888,1,SL4,AA,45,20,66,64,64,6,0,1754,435,106,6,76,258,,1.63,,23,30,0,2286,1,203,,, +kirbyjo01,1888,1,KC2,AA,1,4,5,5,5,0,0,129,48,20,0,7,11,,4.19,,9,1,0,184,0,36,,, +knellph01,1888,1,PIT,NL,1,2,3,3,3,0,0,79,20,11,1,18,15,,3.76,,4,5,0,115,0,19,,, +knoufed01,1888,1,SL4,AA,5,4,9,9,9,0,0,243,66,24,0,37,25,,2.67,,9,8,0,353,0,45,,, +knoufed01,1888,2,CL3,AA,0,1,2,2,1,0,0,27,8,1,0,3,2,,1.00,,1,1,0,39,0,2,,, +krockgu01,1888,1,CHN,NL,25,14,39,39,39,4,0,1019,295,92,20,45,161,,2.44,,14,9,0,1351,0,143,,, +maddeki01,1888,1,BSN,NL,7,11,20,18,17,1,0,495,142,54,6,24,53,,2.95,,6,15,0,662,2,76,,, +mainswi01,1888,1,CHN,NL,1,1,2,2,1,0,0,33,8,6,0,6,5,,4.91,,1,1,0,45,1,10,,, +mattimi01,1888,1,PH4,AA,15,10,26,24,24,4,0,663,221,83,6,65,80,,3.38,,19,13,0,958,2,146,,, +maulal01,1888,1,PIT,NL,0,2,3,1,1,0,0,51,26,12,0,5,12,,6.35,,2,0,0,81,2,20,,, +maysal01,1888,1,BR3,AA,9,9,18,18,17,1,0,482,150,50,1,32,67,,2.80,,9,11,0,672,0,81,,, +mccarto01,1888,1,SL4,AA,0,1,2,1,0,0,0,16,5,3,1,2,1,,5.06,,0,0,0,23,2,5,,, +mcgeaja01,1888,1,IN3,NL,0,0,1,0,0,0,0,15,5,4,1,3,0,,7.20,,1,0,0,24,1,5,,, +moffesa01,1888,1,IN3,NL,2,5,7,7,6,1,0,168,62,29,3,17,7,,4.66,,2,2,0,242,0,40,,, +morried01,1888,1,PIT,NL,29,23,55,55,54,5,0,1440,470,123,7,74,135,,2.31,,13,8,0,2002,0,216,,, +morrimi01,1888,1,CL3,AA,1,3,4,4,4,0,0,105,40,21,3,19,14,,5.40,,3,1,0,164,0,35,,, +mullato01,1888,1,CN2,AA,26,16,44,42,41,4,1,1141,341,120,9,75,186,,2.84,,24,29,1,1580,2,194,,, +oberldo01,1888,1,CL3,AA,1,2,3,3,3,0,0,77,27,15,2,18,23,,5.26,,5,1,0,123,0,33,,, +obrieda02,1888,1,CL3,AA,11,19,30,30,30,1,0,777,245,95,5,99,135,,3.30,,37,12,0,1129,0,162,,, +odayha01,1888,1,WS8,NL,16,29,46,46,46,2,0,1209,359,139,19,117,186,,3.10,,17,16,0,1680,0,208,,, +portehe01,1888,1,KC2,AA,18,37,55,54,53,4,0,1422,527,219,16,120,145,,4.16,,24,23,0,2084,1,336,,, +proesge01,1888,1,CL3,AA,3,4,7,7,7,1,0,177,53,25,4,30,20,,3.81,,7,7,0,266,0,39,,, +radboch01,1888,1,BSN,NL,7,16,24,24,24,1,0,621,187,66,8,45,64,,2.87,,8,8,0,852,0,110,,, +ramseto01,1888,1,LS2,AA,8,30,40,40,37,1,0,1027,362,130,10,86,228,,3.42,,48,11,0,1481,0,278,,, +ryanji01,1888,1,CHN,NL,4,0,8,2,1,0,0,115,47,13,2,12,11,,3.05,,2,0,0,170,5,29,,, +sandebe01,1888,1,PHI,NL,19,10,31,29,28,8,0,826,240,58,3,33,121,,1.90,,14,3,1,1089,2,100,,, +schoeju01,1888,1,IN3,NL,0,0,2,0,0,0,0,13,5,0,0,1,1,,0.00,,1,0,0,23,2,4,,, +seradbi01,1888,1,CN2,AA,2,3,6,5,5,0,0,152,62,20,1,19,4,,3.55,,5,6,0,238,1,43,,, +sewared01,1888,1,PH4,AA,35,19,57,57,57,6,0,1556,388,116,4,127,272,,2.01,,54,22,0,2085,0,203,,, +shawdu01,1888,1,WS8,NL,0,3,3,3,3,0,0,75,36,18,2,7,8,,6.48,,2,0,0,115,0,24,,, +shawsa01,1888,1,BL2,AA,2,4,6,6,6,0,0,159,65,20,2,15,22,,3.40,,1,4,0,242,0,37,,, +shochge01,1888,1,WS8,NL,0,0,1,0,0,0,0,9,2,0,0,1,0,,0.00,,0,0,0,13,1,0,,, +shrevle01,1888,1,IN3,NL,11,24,35,35,34,1,0,893,352,153,23,93,101,,4.63,,24,8,0,1325,0,208,,, +smithel01,1888,1,CN2,AA,22,17,40,40,37,5,0,1045,309,106,1,89,154,,2.74,,25,19,0,1456,0,167,,, +smithph01,1888,1,BL2,AA,14,19,35,32,31,0,0,876,249,117,5,137,152,,3.61,,25,24,0,1281,3,170,,, +smithph01,1888,2,PH4,AA,2,1,3,3,3,0,0,66,21,7,0,10,19,,2.86,,4,0,0,97,0,15,,, +sowdebi01,1888,1,BSN,NL,19,15,36,35,34,2,0,951,278,73,3,73,132,,2.07,,14,9,0,1311,1,155,,, +staleha01,1888,1,PIT,NL,12,12,25,24,24,2,0,622,185,62,6,53,89,,2.69,,13,7,0,848,1,104,,, +stemmbi01,1888,1,CL3,AA,0,2,2,2,2,0,0,48,37,16,0,9,7,,9.00,,2,1,0,95,0,42,,, +stratsc01,1888,1,LS2,AA,10,17,33,28,28,2,0,809,287,109,7,53,97,,3.64,,24,15,0,1160,5,196,,, +striccu01,1888,1,CL3,AA,1,0,2,0,0,0,0,36,16,6,0,2,5,,4.50,,1,1,0,55,2,6,,, +sullito01,1888,1,KC2,AA,8,16,24,24,24,0,0,644,227,81,2,68,84,,3.40,,30,24,0,960,0,146,,, +tenerjo01,1888,1,CHN,NL,7,5,12,12,11,1,0,306,90,31,6,25,39,,2.74,,7,8,0,427,0,59,,, +terryad01,1888,1,BR3,AA,13,8,23,23,20,2,0,585,145,44,2,67,138,,2.03,,14,9,0,803,0,79,,, +titcoca01,1888,1,NY1,NL,14,8,23,23,22,4,0,591,149,49,4,46,129,,2.24,,12,5,0,792,1,91,,, +toolest01,1888,1,KC2,AA,5,6,12,10,10,0,0,275,124,68,4,50,35,,6.68,,12,5,0,453,2,99,,, +tucketo01,1888,1,BL2,AA,0,0,1,0,0,0,0,7,4,1,0,0,2,,3.86,,1,0,0,11,1,1,,, +twitcla01,1888,1,DTN,NL,0,0,2,0,0,0,1,12,6,3,1,0,3,,6.75,,0,0,0,16,1,3,,, +tyngji01,1888,1,PHI,NL,0,0,1,0,0,0,1,12,8,2,0,2,2,,4.50,,1,1,1,24,1,4,,, +vanhage01,1888,1,CHN,NL,13,13,30,24,24,4,1,737,263,96,15,60,139,,3.52,,21,13,1,1057,5,149,,, +viaule01,1888,1,CN2,AA,27,14,42,42,42,1,0,1163,331,114,7,110,164,,2.65,,27,20,0,1618,0,192,,, +walkege01,1888,1,BL2,AA,1,3,4,4,4,1,0,105,36,23,2,14,18,,5.91,,5,0,0,154,0,31,,, +welchmi01,1888,1,NY1,NL,26,19,47,47,47,5,0,1276,328,91,12,108,167,,1.93,,17,14,0,1710,0,156,,, +weyhigu01,1888,1,PH4,AA,28,18,47,47,45,3,0,1212,314,101,4,111,204,,2.25,,56,42,1,1673,0,198,,, +weyhijo01,1888,1,CN2,AA,3,4,8,8,7,0,0,197,52,9,0,17,30,,1.23,,1,1,0,266,0,26,,, +whitapa01,1888,1,BL2,AA,1,1,2,2,2,0,0,42,13,8,0,6,5,,5.14,,0,2,0,63,0,12,,, +whitnji01,1888,1,WS8,NL,18,21,39,39,37,3,0,975,317,110,7,54,79,,3.05,,7,9,1,1357,0,184,,, +widnewi01,1888,1,WS8,NL,5,7,13,13,13,0,0,345,111,36,7,22,33,,2.82,,4,6,0,478,0,69,,, +wiedmst01,1888,1,NY1,NL,1,1,2,2,2,0,0,54,17,7,2,8,5,,3.50,,0,2,0,84,0,20,,, +woodge01,1888,1,PHI,NL,0,0,2,0,0,0,2,6,3,1,0,1,0,,4.50,,0,0,0,11,2,3,,, +anderda01,1889,1,PHI,NL,0,1,5,2,1,0,0,69,30,19,2,14,8,,7.43,,1,0,0,112,3,21,,, +anderva01,1889,1,IN3,NL,0,1,2,1,1,0,0,36,13,6,0,9,3,,4.50,,0,3,0,60,1,10,,, +bakelje01,1889,1,CL4,NL,12,22,36,34,33,2,0,913,296,100,9,106,105,,2.96,,24,8,0,1309,2,169,,, +baldwma01,1889,1,CL6,AA,27,34,63,59,54,6,1,1541,458,206,9,274,368,,3.61,,83,20,0,2275,4,358,,, +batesjo01,1889,1,KC2,AA,0,1,1,1,1,0,0,24,15,12,0,5,3,,13.50,,1,0,0,44,0,14,,, +bausege01,1889,1,PH4,AA,1,4,7,6,6,0,0,166,64,24,1,33,18,,3.90,,5,9,0,270,1,46,,, +beamal01,1889,1,PIT,NL,1,1,2,2,2,0,0,54,11,13,0,15,1,,6.50,,3,0,0,79,0,16,,, +beatied01,1889,1,CL4,NL,20,15,36,36,35,3,0,953,316,126,12,141,126,,3.57,,9,6,0,1402,0,179,,, +bellch01,1889,1,KC2,AA,1,0,1,1,1,0,0,27,4,1,0,3,3,,1.00,,0,1,0,35,0,5,,, +bishobi01,1889,1,CHN,NL,0,0,2,0,0,0,2,9,6,6,0,6,1,,18.00,,0,0,0,21,2,13,,, +boylehe01,1889,1,IN3,NL,21,23,46,45,38,2,0,1136,422,165,14,95,97,,3.92,,10,14,0,1650,1,224,,, +buffich01,1889,1,PHI,NL,28,16,47,43,37,2,0,1140,390,137,10,121,153,,3.24,,15,6,0,1640,4,196,,, +burdibi01,1889,1,IN3,NL,2,4,10,4,2,0,1,137,58,23,7,13,16,,4.53,,1,0,0,206,5,42,,, +carutbo01,1889,1,BR3,AA,40,11,56,50,46,7,1,1335,444,155,16,104,118,,3.13,,22,13,0,1880,6,215,,, +caseyda01,1889,1,PHI,NL,6,10,20,20,15,1,0,458,170,64,4,72,65,,3.77,,7,8,0,701,0,92,,, +chambel01,1889,1,SL4,AA,32,15,53,51,44,3,1,1265,376,139,18,165,202,,2.97,,20,17,0,1808,2,220,,, +clarkjo01,1889,1,BSN,NL,49,19,73,72,68,8,1,1860,589,188,16,203,284,,2.73,,16,17,0,2641,1,280,,, +colemjo01,1889,1,PH4,AA,3,2,5,5,4,0,0,102,38,11,2,14,6,,2.91,,0,1,0,154,0,23,,, +comisch01,1889,1,SL4,AA,0,0,1,0,0,0,0,1,0,0,0,0,0,,0.00,,0,0,0,1,1,0,,, +conovte01,1889,1,CN2,AA,0,0,1,0,0,0,1,6,4,3,0,2,1,,13.50,,0,0,0,12,1,4,,, +conwaji01,1889,1,KC2,AA,19,19,41,37,33,0,0,1005,334,121,12,90,115,,3.25,,22,14,0,1431,4,232,,, +conwape01,1889,1,PIT,NL,2,1,3,3,2,0,0,66,26,12,1,16,2,,4.91,,0,0,0,107,0,16,,, +craneed01,1889,1,NY1,NL,14,11,29,25,23,0,0,692,221,93,10,136,130,,3.63,,18,10,0,1048,3,159,,, +cunnibe01,1889,1,BL2,AA,16,19,39,33,29,0,1,838,306,151,11,141,140,,4.87,,31,15,0,1290,5,245,,, +dailyed01,1889,1,CL6,AA,0,0,2,0,0,0,1,5,1,4,0,4,2,,21.60,,0,0,0,10,1,7,,, +daleybi01,1889,1,BSN,NL,3,3,9,7,4,0,0,144,34,23,1,43,40,,4.31,,2,2,0,221,2,29,,, +daybi01,1889,1,PHI,NL,0,3,4,3,2,0,0,57,16,11,0,23,20,,5.21,,1,0,0,95,1,24,,, +devliji02,1889,1,SL4,AA,5,3,9,8,5,0,0,180,56,16,0,24,37,,2.40,,8,7,0,265,1,38,,, +dunnian01,1889,1,PIT,NL,0,2,2,2,2,0,0,54,20,14,1,16,4,,7.00,,1,0,0,89,0,19,,, +duryeje01,1889,1,CN2,AA,32,19,53,48,38,2,1,1203,372,114,9,127,183,,2.56,,21,16,0,1704,5,208,,, +dwyerfr01,1889,1,CHN,NL,16,13,32,30,27,0,0,828,307,110,14,72,63,,3.59,,15,7,0,1201,2,177,,, +eastoja01,1889,1,CL6,AA,1,0,4,1,1,0,1,54,13,7,0,21,7,,3.50,,3,3,0,90,3,8,,, +ehretre01,1889,1,LS2,AA,10,29,45,38,35,1,0,1092,441,194,11,115,135,,4.80,,35,18,0,1653,7,287,,, +ewingbu01,1889,1,NY1,NL,2,0,3,2,2,0,0,60,23,9,0,8,12,,4.05,,1,0,0,90,1,14,,, +ewingjo01,1889,1,LS2,AA,6,30,40,39,37,1,0,993,407,179,6,147,155,,4.87,,14,14,0,1549,1,296,,, +fannija01,1889,1,IN3,NL,0,1,1,1,0,0,0,3,3,2,0,2,0,,18.00,,0,0,0,8,0,3,,, +feeja01,1889,1,IN3,NL,2,2,7,3,2,0,0,120,39,19,2,31,10,,4.28,,4,6,0,194,4,29,,, +fersoal01,1889,1,WS8,NL,17,17,36,34,28,1,0,865,319,125,9,105,85,,3.90,,9,12,0,1288,2,199,,, +fogarji01,1889,1,PHI,NL,0,0,4,0,0,0,0,12,4,4,0,2,0,,9.00,,1,0,0,18,3,4,,, +foremfr01,1889,1,BL2,AA,23,21,51,48,43,5,0,1242,364,162,8,137,180,,3.52,,36,40,0,1768,3,257,,, +foutzda01,1889,1,BR3,AA,3,0,12,4,3,0,0,179,70,29,2,19,21,,4.37,,3,0,0,266,6,50,,, +galvipu01,1889,1,PIT,NL,23,16,41,40,38,4,0,1023,392,158,19,78,77,,4.17,,13,10,0,1487,1,230,,, +garfibi01,1889,1,PIT,NL,0,2,4,2,2,0,0,87,45,25,2,17,4,,7.76,,3,1,0,149,2,35,,, +gastrha01,1889,1,CL6,AA,10,16,32,26,21,0,0,668,255,113,8,104,115,,4.57,,32,5,0,1024,6,175,,, +georgbi01,1889,2,CL6,AA,0,0,2,0,0,0,0,24,11,7,1,3,3,,7.88,,1,0,0,38,2,13,,, +getzich01,1889,1,IN3,NL,18,22,45,44,36,0,1,1047,395,176,27,100,139,,4.54,,14,9,0,1535,1,256,,, +glassja01,1889,1,IN3,NL,0,0,1,0,0,0,0,2,3,0,0,3,0,,0.00,,1,0,0,8,1,2,,, +gleaski01,1889,1,PHI,NL,9,15,29,21,15,0,1,615,242,127,8,97,64,,5.58,,14,9,0,954,7,177,,, +goetzge01,1889,1,BL2,AA,1,0,1,1,0,0,0,27,12,4,0,0,2,,4.00,,1,0,0,39,0,6,,, +grubehe01,1889,1,CL4,NL,7,16,25,23,23,0,1,615,198,83,6,94,74,,3.64,,18,8,0,906,2,125,,, +gumbead01,1889,1,CHN,NL,16,13,31,28,25,2,0,739,258,99,16,76,91,,3.62,,7,14,0,1076,4,148,,, +haddoge01,1889,1,WS8,NL,11,19,33,31,30,0,0,829,299,129,10,123,106,,4.20,,16,9,0,1247,2,203,,, +hatfigi01,1889,1,NY1,NL,2,4,6,5,5,0,0,156,53,23,2,25,28,,3.98,,3,1,0,233,1,43,,, +healyjo01,1889,1,WS8,NL,1,11,13,12,10,0,0,303,139,70,2,38,49,,6.24,,10,5,0,480,1,111,,, +healyjo01,1889,2,CHN,NL,1,4,5,5,5,0,0,138,48,23,4,18,22,,4.50,,3,4,0,206,0,35,,, +heckegu01,1889,1,LS2,AA,5,13,19,16,15,0,0,454,215,94,7,47,33,,5.59,,15,5,0,716,3,145,,, +hudsona01,1889,1,SL4,AA,3,2,9,5,4,0,0,180,71,28,2,15,13,,4.20,,4,4,0,268,4,47,,, +hughemi01,1889,1,BR3,AA,9,8,20,17,13,0,0,459,172,74,6,86,54,,4.35,,5,7,0,718,3,120,,, +hutchbi01,1889,1,CHN,NL,16,17,37,36,33,3,0,954,306,125,11,117,136,,3.54,,16,8,0,1370,1,206,,, +irwinar01,1889,2,WS8,NL,0,0,1,0,0,0,0,3,1,0,0,0,0,,0.00,,0,0,0,4,0,1,,, +jonesal01,1889,1,PIT,NL,1,0,1,1,1,0,0,27,7,3,0,1,10,,3.00,,0,0,0,35,0,5,,, +keefege01,1889,1,WS8,NL,8,18,30,27,24,0,0,690,266,131,6,143,90,,5.13,,8,4,0,1093,3,182,,, +keefeti01,1889,1,NY1,NL,28,13,47,45,39,3,1,1092,319,136,9,151,225,,3.36,,11,18,0,1563,2,216,,, +kilroma01,1889,1,BL2,AA,29,25,59,56,55,5,0,1442,476,152,8,142,217,,2.85,,32,27,0,2070,3,283,,, +kingsi01,1889,1,SL4,AA,35,16,56,53,47,2,1,1374,462,160,15,125,188,,3.14,,36,21,0,1966,2,257,,, +knoufed01,1889,1,PH4,AA,2,0,3,3,2,0,0,75,37,11,2,9,5,,3.96,,1,1,0,121,0,17,,, +krockgu01,1889,1,CHN,NL,3,3,7,7,5,0,0,182,86,33,10,14,16,,4.90,,0,2,0,281,0,43,,, +krockgu01,1889,2,IN3,NL,2,2,4,4,3,0,0,96,48,26,2,14,10,,7.31,,1,0,0,157,0,38,,, +krockgu01,1889,3,WS8,NL,2,4,6,6,6,0,0,144,65,28,1,22,17,,5.25,,1,1,0,230,0,50,,, +krummal01,1889,1,PIT,NL,0,1,1,1,1,0,0,27,8,10,0,10,4,,10.00,,1,0,0,45,0,11,,, +ladewst01,1889,1,KC2,AA,0,0,1,0,0,0,0,6,1,1,0,3,0,,4.50,,0,0,0,10,1,4,,, +lovetto01,1889,1,BR3,AA,17,10,29,28,23,1,0,687,234,110,3,65,92,,4.32,,7,8,0,986,1,132,,, +maddeki01,1889,1,BSN,NL,10,10,22,19,18,1,1,534,194,87,7,71,64,,4.40,,7,16,0,807,3,131,,, +mattimi01,1889,1,PH4,AA,2,1,5,1,1,0,1,93,42,20,0,13,6,,5.81,,4,1,0,148,4,27,,, +mattimi01,1889,2,KC2,AA,0,0,1,0,0,0,0,9,3,1,1,2,1,,3.00,,0,0,0,14,1,3,,, +maulal01,1889,1,PIT,NL,1,4,6,4,4,0,0,126,64,46,3,28,11,,9.86,,4,1,0,217,2,53,,, +maysal01,1889,1,CL6,AA,10,7,21,19,13,1,0,420,167,75,4,56,52,,4.82,,13,4,0,642,1,119,,, +mccarjo01,1889,1,KC2,AA,8,6,15,14,13,0,0,359,147,52,4,61,36,,3.91,,2,6,0,569,1,108,,, +mccarto01,1889,1,SL4,AA,0,0,1,0,0,0,0,15,4,4,0,6,1,,7.20,,1,0,0,25,1,4,,, +mcdermi01,1889,1,LS2,AA,1,8,9,9,9,0,0,253,108,39,4,34,22,,4.16,,4,2,0,394,0,65,,, +mcgeaja01,1889,1,IN3,NL,0,0,3,0,0,0,0,14,7,6,2,6,3,,11.57,,0,0,0,27,1,9,,, +mcmahsa01,1889,1,PH4,AA,14,12,28,27,27,2,0,726,230,95,5,102,117,,3.53,,15,14,0,1063,1,160,,, +morried01,1889,1,PIT,NL,6,13,21,21,18,0,0,510,196,78,4,48,40,,4.13,,3,6,0,752,0,107,,, +morrijo01,1889,1,WS8,NL,0,0,1,0,0,0,0,1,0,0,0,0,0,,0.00,,0,0,0,1,0,0,,, +mullato01,1889,1,CN2,AA,11,9,33,24,17,0,5,660,218,73,4,89,112,,2.99,,26,13,0,972,9,133,,, +nashbi01,1889,1,BSN,NL,0,0,1,0,0,0,0,3,0,0,0,1,0,,0.00,,0,0,0,4,1,0,,, +obrieda02,1889,1,CL4,NL,22,17,41,41,39,1,0,1040,345,160,9,167,122,,4.15,,27,24,0,1560,0,216,,, +odayha01,1889,1,WS8,NL,2,10,13,13,11,0,0,324,117,52,7,57,23,,4.33,,4,6,0,499,0,88,,, +odayha01,1889,2,NY1,NL,9,1,10,10,8,0,0,234,83,37,2,35,28,,4.27,,0,7,0,355,0,51,,, +pearsfr01,1889,1,KC2,AA,0,2,3,2,2,0,0,66,21,12,2,9,5,,4.91,,0,1,0,96,1,16,,, +pettych01,1889,1,CN2,AA,2,3,5,5,5,0,0,132,44,27,3,20,10,,5.52,,1,6,0,200,0,29,,, +portehe01,1889,1,KC2,AA,0,3,4,4,3,0,0,69,52,32,0,14,9,,12.52,,1,1,0,135,0,46,,, +radboch01,1889,1,BSN,NL,20,11,33,31,28,1,0,831,282,113,14,72,99,,3.67,,4,8,0,1180,2,151,,, +ramseto01,1889,1,LS2,AA,1,16,18,18,15,0,0,420,175,87,7,71,60,,5.59,,9,2,0,663,0,152,,, +ramseto01,1889,2,SL4,AA,3,1,5,3,3,0,0,123,44,18,0,10,33,,3.95,,2,1,0,177,2,29,,, +raymoha01,1889,1,LS2,AA,1,0,1,1,1,0,0,27,8,1,0,11,1,,1.00,,2,0,0,46,0,2,,, +robinbi01,1889,1,LS2,AA,0,1,1,1,1,0,0,24,10,9,2,6,2,,10.13,,1,0,0,40,0,10,,, +rusieam01,1889,1,IN3,NL,12,10,33,22,19,1,0,675,246,133,12,116,109,,5.32,,9,9,0,1036,11,181,,, +sandebe01,1889,1,PHI,NL,19,18,44,39,34,1,1,1049,406,138,9,96,123,,3.55,,8,4,0,1539,4,217,,, +sewared01,1889,1,PH4,AA,21,15,39,38,35,3,0,960,353,141,8,101,102,,3.97,,14,13,0,1415,1,212,,, +shrevle01,1889,1,IN3,NL,0,3,3,3,1,0,0,47,25,24,3,12,5,,13.79,,2,1,0,84,0,27,,, +smithel01,1889,1,CN2,AA,9,12,29,22,16,0,0,609,253,110,11,101,104,,4.88,,9,7,0,963,7,171,,, +smithph01,1889,1,PH4,AA,2,3,5,5,5,0,0,129,53,21,2,25,12,,4.40,,1,3,0,208,0,31,,, +sowdebi01,1889,1,BSN,NL,1,2,7,4,3,0,3,126,53,24,3,23,10,,5.14,,2,2,0,202,3,35,,, +sowdebi01,1889,2,PIT,NL,6,5,13,11,9,0,0,158,94,43,1,29,33,,7.35,,5,4,0,283,2,55,,, +sowdejo01,1889,1,KC2,AA,6,16,25,23,20,0,1,555,204,99,9,105,104,,4.82,,21,7,0,864,2,181,,, +spragch01,1889,1,CL4,NL,0,2,2,2,2,0,0,51,27,16,0,10,8,,8.47,,1,2,0,89,0,31,,, +sprined01,1889,1,LS2,AA,0,1,1,1,1,0,0,15,8,5,0,2,1,,9.00,,0,2,0,27,0,8,,, +staleha01,1889,1,PIT,NL,21,26,49,47,46,1,1,1260,433,164,11,116,159,,3.51,,30,8,0,1798,2,254,,, +stiveja01,1889,1,SL4,AA,12,7,26,20,18,2,2,575,153,48,4,68,143,,2.25,,15,5,0,794,6,85,,, +stratsc01,1889,1,LS2,AA,3,13,19,17,13,0,1,401,157,48,6,42,42,,3.23,,3,7,0,602,2,126,,, +sullimi02,1889,1,WS8,NL,0,3,9,3,3,0,0,123,47,33,2,32,15,,7.24,,7,3,0,203,6,47,,, +sullito01,1889,1,KC2,AA,2,8,10,10,10,0,0,262,111,55,2,48,24,,5.67,,7,7,0,425,0,88,,, +swartpa01,1889,1,KC2,AA,19,27,48,47,45,0,1,1231,481,197,21,117,147,,4.32,,37,23,0,1837,1,334,,, +tenerjo01,1889,1,CHN,NL,15,15,35,30,28,1,0,861,302,116,16,105,105,,3.64,,9,7,0,1262,4,192,,, +terryad01,1889,1,BR3,AA,22,15,41,39,35,2,0,978,285,119,6,126,186,,3.29,,18,16,0,1393,2,189,,, +thornjo01,1889,1,WS8,NL,0,1,1,1,1,0,0,27,8,5,0,7,3,,5.00,,0,0,1,42,0,11,,, +titcoca01,1889,1,NY1,NL,1,2,3,3,3,0,0,78,27,19,1,16,7,,6.58,,0,2,0,122,0,26,,, +twitcla01,1889,1,CL4,NL,0,0,1,0,0,0,0,3,0,0,0,1,0,,0.00,,0,0,0,4,0,0,,, +viaule01,1889,1,CN2,AA,22,20,47,42,38,1,1,1119,379,157,8,136,152,,3.79,,18,10,0,1631,5,224,,, +welchmi01,1889,1,NY1,NL,27,12,45,41,39,3,2,1125,340,126,14,149,125,,3.02,,18,10,0,1607,4,196,,, +weyhigu01,1889,1,PH4,AA,30,21,54,53,50,4,0,1347,382,147,15,212,213,,2.95,,37,34,0,1959,1,271,,, +weyhijo01,1889,1,CL6,AA,0,0,1,0,0,0,0,3,1,3,0,4,0,,27.00,,0,0,0,8,1,3,,, +whitapa01,1889,1,BL2,AA,1,0,1,1,1,0,0,27,10,2,0,4,1,,2.00,,0,0,0,41,0,4,,, +whitnar01,1889,1,NY1,NL,0,0,1,0,0,0,0,13,1,1,0,4,3,,2.08,,0,0,0,18,1,3,,, +whitnji01,1889,1,IN3,NL,2,7,9,8,7,0,0,210,106,53,4,19,16,,6.81,,2,2,0,334,1,73,,, +widnewi01,1889,1,CL6,AA,12,20,41,34,25,2,1,882,368,170,11,85,63,,5.20,,12,18,0,1342,7,241,,, +woodge01,1889,1,PHI,NL,0,0,1,0,0,0,0,3,2,2,0,0,2,,18.00,,0,0,0,5,1,2,,, +woodpe01,1889,1,PHI,NL,1,1,3,2,2,0,0,57,28,11,0,3,8,,5.21,,0,0,0,87,1,15,,, +abbotda01,1890,1,TL2,AA,0,2,3,1,1,0,1,39,19,9,0,8,1,,6.23,,3,1,0,67,2,14,,, +anderda01,1890,1,PHI,NL,1,1,3,2,1,0,0,58,31,16,0,11,7,,7.45,,1,1,0,100,0,25,,, +anderda01,1890,2,PIT,NL,2,11,13,13,13,0,0,324,116,56,2,49,41,,4.67,,4,7,0,493,0,84,,, +bakelje01,1890,1,CLP,PL,12,25,43,38,32,0,0,979,412,162,13,147,67,,4.47,,16,7,0,1550,5,307,,, +bakerki01,1890,1,PIT,NL,3,19,25,21,19,2,0,535,209,111,11,86,76,,5.60,,22,20,0,844,4,176,,, +bakerno01,1890,1,BL3,AA,1,1,2,2,2,0,0,51,16,7,0,6,10,,3.71,,0,0,0,72,0,9,,, +baldwla01,1890,1,BRO,NL,1,0,2,1,0,0,0,23,15,6,0,4,4,,7.04,,0,0,0,42,1,6,,, +baldwla01,1890,2,BFP,PL,2,5,7,7,7,0,0,186,90,31,5,24,13,,4.50,,2,3,0,304,0,72,,, +baldwma01,1890,1,CHP,PL,33,24,58,56,53,1,0,1476,494,183,10,249,206,,3.35,,25,16,0,2242,2,321,,, +barrbo01,1890,1,RC2,AA,28,24,57,54,52,3,0,1480,458,178,7,219,209,,3.25,,28,14,0,2152,3,267,,, +bartsch01,1890,1,CHP,PL,9,10,26,20,17,0,1,591,226,90,8,66,52,,4.11,,5,13,0,899,6,145,,, +beatied01,1890,1,CL4,NL,22,30,54,54,53,1,0,1423,518,202,11,186,155,,3.83,,17,15,0,2127,0,300,,, +beeched01,1890,1,BFP,PL,0,0,1,0,0,0,0,18,10,8,0,3,0,,12.00,,0,0,1,31,1,8,,, +blauvhe01,1890,1,RC2,AA,0,0,2,0,0,0,0,37,19,14,0,8,5,,10.22,,5,0,0,64,2,23,,, +bowmasu01,1890,1,PHI,NL,0,0,1,1,0,0,0,24,11,7,0,2,2,,7.88,,1,1,0,38,0,7,,, +bowmasu01,1890,2,PIT,NL,2,5,9,7,6,0,0,212,100,52,1,50,22,,6.62,,15,11,0,371,2,90,,, +buckljo01,1890,1,BFP,PL,1,3,4,4,4,0,0,102,49,29,5,16,4,,7.68,,0,0,0,167,0,32,,, +buffich01,1890,1,PHP,PL,19,15,36,33,28,0,1,850,312,120,8,126,89,,3.81,,11,7,0,1299,3,211,,, +burkeje01,1890,1,NY1,NL,3,10,21,14,6,0,0,354,134,73,3,92,82,,5.57,,16,14,0,590,7,123,,, +calihwi01,1890,1,RC2,AA,18,15,37,36,31,0,0,889,276,108,4,125,127,,3.28,,13,16,0,1295,1,170,,, +carutbo01,1890,1,BRO,NL,23,11,37,33,30,1,0,900,292,103,9,87,64,,3.09,,9,12,0,1281,4,163,,, +caseyda01,1890,1,SR2,AA,19,22,45,42,40,2,0,1082,365,166,8,165,169,,4.14,,15,14,0,1612,3,249,,, +chambel01,1890,1,SL4,AA,3,1,5,5,3,0,0,105,47,23,1,26,14,,5.91,,8,0,0,177,0,37,,, +chambel01,1890,2,CL6,AA,12,6,25,21,19,6,0,525,128,43,2,70,114,,2.21,,7,8,0,724,3,69,,, +clarkjo01,1890,1,BSN,NL,26,18,44,44,43,2,0,1149,370,139,14,140,138,,3.27,,21,16,0,1663,0,186,,, +clarksp01,1890,1,BFP,PL,0,0,1,0,0,0,0,12,8,3,0,2,2,,6.75,,0,0,0,22,1,4,,, +colemjo01,1890,1,PIT,NL,0,2,2,2,1,0,0,42,28,15,1,6,3,,9.64,,1,0,0,76,0,23,,, +colemjo02,1890,1,PHI,NL,0,1,1,1,0,0,0,5,4,4,0,3,2,,21.60,,2,0,0,12,0,8,,, +cotteda01,1890,1,BFP,PL,0,1,1,1,1,0,0,27,18,14,1,7,0,,14.00,,0,0,0,52,0,19,,, +coughro01,1890,1,CHN,NL,4,6,11,10,10,0,0,285,102,45,3,40,29,,4.26,,5,4,0,428,1,60,,, +craneed01,1890,1,NYP,PL,16,19,43,35,28,0,0,991,323,170,12,208,116,,4.63,,36,10,0,1537,7,280,,, +cunnibe01,1890,1,PHP,PL,3,9,14,11,11,0,0,326,133,63,0,67,33,,5.22,,10,7,0,535,3,103,,, +cunnibe01,1890,2,BFP,PL,9,15,25,25,24,2,0,633,251,137,8,134,78,,5.84,,20,6,0,1027,0,190,,, +cushmed01,1890,1,TL2,AA,17,21,40,38,34,0,1,947,346,147,5,107,125,,4.19,,9,10,0,1398,2,208,,, +dailevi01,1890,1,CL4,NL,0,1,2,1,0,0,0,21,12,6,0,7,0,,7.71,,0,0,0,40,1,17,,, +dailyed01,1890,1,BR4,AA,10,14,27,27,27,0,0,707,252,106,3,93,82,,4.05,,14,18,0,1061,0,161,,, +dailyed01,1890,2,NY1,NL,2,0,2,1,1,0,0,48,6,4,0,6,0,,2.25,,1,4,0,63,1,6,,, +dailyed01,1890,3,LS2,AA,6,3,12,10,9,1,0,279,83,20,2,30,31,,1.94,,4,4,0,392,2,35,,, +daleybi01,1890,1,BSP,PL,18,7,36,27,21,2,2,759,253,95,7,178,115,,3.38,,21,11,1,1205,8,187,,, +daniepe01,1890,1,PIT,NL,1,2,4,4,3,0,0,84,40,22,1,12,8,,7.07,,0,3,0,138,0,29,,, +daybi01,1890,1,PHI,NL,1,1,4,2,2,0,0,71,26,8,0,12,9,,3.04,,0,0,0,108,2,16,,, +daybi01,1890,2,PIT,NL,0,6,6,6,6,0,0,150,66,29,1,24,10,,5.22,,1,1,0,239,0,50,,, +demarfr01,1890,1,CHN,NL,0,0,1,0,0,0,0,6,1,0,0,1,1,,0.00,,1,0,0,8,1,0,,, +dewalch01,1890,1,CLP,PL,2,0,2,2,2,0,0,42,13,1,0,5,6,,0.64,,0,0,0,60,0,7,,, +doefr01,1890,1,BFP,PL,0,1,1,1,1,0,0,18,10,8,0,7,2,,12.00,,0,0,0,35,0,10,,, +doefr01,1890,2,PTP,PL,0,0,1,0,0,0,0,12,4,2,0,2,2,,4.50,,0,0,0,18,1,2,,, +dolanjo01,1890,1,CIN,NL,1,1,2,2,2,0,0,54,17,9,3,10,9,,4.50,,0,1,0,81,0,13,,, +dotyba01,1890,1,TL2,AA,1,0,1,1,1,0,0,27,9,1,0,1,4,,1.00,,0,0,0,37,0,1,,, +dowseto01,1890,1,CL4,NL,0,0,1,0,0,0,0,15,6,3,0,1,0,,5.40,,0,0,0,22,1,3,,, +duryeje01,1890,1,CIN,NL,16,12,33,32,29,2,0,822,270,89,11,60,108,,2.92,,14,8,0,1151,1,148,,, +duzenbi01,1890,1,BFP,PL,0,2,2,2,2,0,0,39,20,20,2,14,5,,13.85,,3,0,0,73,0,24,,, +dwyerfr01,1890,1,CHP,PL,3,6,12,6,6,0,1,208,98,48,4,25,17,,6.23,,4,0,0,332,6,71,,, +eastoja01,1890,1,CL6,AA,15,14,37,29,23,0,1,767,213,100,4,125,147,,3.52,,25,20,0,1115,8,148,,, +ehretre01,1890,1,LS2,AA,25,14,43,38,35,4,2,1077,351,101,5,79,174,,2.53,,11,17,0,1510,5,182,,, +eiteled01,1890,1,CHN,NL,0,1,1,1,0,0,0,6,5,5,0,1,1,,22.50,,0,0,0,12,0,7,,, +elybo01,1890,1,SR2,AA,0,0,1,0,0,0,0,6,7,5,0,0,0,,22.50,,0,0,0,13,1,5,,, +esperdu01,1890,1,PH4,AA,8,9,18,16,14,1,0,431,176,78,1,67,61,,4.89,,1,5,0,674,2,99,,, +esperdu01,1890,2,PIT,NL,0,2,2,2,2,0,0,51,18,10,0,10,9,,5.29,,2,1,0,79,0,16,,, +esperdu01,1890,3,PHI,NL,5,0,5,5,4,0,0,123,40,14,1,16,18,,3.07,,0,0,0,178,0,22,,, +ewingbu01,1890,1,NYP,PL,0,1,1,1,1,0,0,27,11,4,1,3,2,,4.00,,0,0,0,41,0,5,,, +ewingjo01,1890,1,NYP,PL,18,12,35,31,27,1,2,802,294,126,6,104,145,,4.24,,10,16,0,1220,4,196,,, +fersoal01,1890,1,BFP,PL,1,7,10,10,7,0,0,213,88,43,5,40,13,,5.45,,2,1,0,343,0,66,,, +fieldji01,1890,1,RC2,AA,1,0,2,1,1,0,1,29,7,3,0,4,2,,2.79,,0,1,1,41,1,4,,, +fitzgjo01,1890,1,RC2,AA,3,8,11,11,8,1,0,234,77,35,0,45,35,,4.04,,9,6,0,359,0,51,,, +fordto01,1890,1,CL6,AA,0,0,1,0,0,0,0,6,0,0,0,3,0,,0.00,,0,0,0,9,1,0,,, +fordto01,1890,2,BR4,AA,0,6,7,6,6,0,0,147,70,28,2,32,12,,5.14,,3,0,0,247,1,60,,, +foremfr01,1890,1,CIN,NL,13,10,25,24,20,0,0,595,201,87,6,89,57,,3.95,,7,20,0,899,1,139,,, +foutzda01,1890,1,BRO,NL,2,1,5,2,2,0,2,87,29,6,0,6,4,,1.86,,1,1,0,122,3,10,,, +francos01,1890,1,CHN,NL,0,0,1,0,0,0,0,6,3,3,0,2,0,,13.50,,0,0,0,11,1,3,,, +galvipu01,1890,1,PTP,PL,12,13,26,25,23,1,0,651,275,105,3,49,35,,4.35,,6,9,0,987,1,192,,, +garfibi01,1890,1,CL4,NL,1,7,9,8,7,0,0,210,91,38,3,35,16,,4.89,,2,8,0,342,1,64,,, +gastrha01,1890,1,CL6,AA,30,14,48,45,41,4,0,1204,312,131,8,135,199,,2.94,,31,18,0,1654,2,204,,, +germale01,1890,1,BL3,AA,5,11,17,16,15,0,0,397,147,71,2,54,37,,4.83,,7,13,0,606,1,95,,, +getzich01,1890,1,BSN,NL,23,17,40,40,39,4,0,1050,342,124,5,82,140,,3.19,,8,3,0,1466,0,201,,, +gibsoro01,1890,1,CHN,NL,1,0,1,1,1,0,0,27,6,0,0,2,1,,0.00,,1,0,0,35,0,1,,, +gibsoro01,1890,2,PIT,NL,0,3,3,3,2,0,0,36,24,23,0,23,3,,17.25,,6,3,0,86,0,38,,, +gilksbo01,1890,1,CL4,NL,2,2,4,3,3,0,0,95,34,15,0,9,5,,4.26,,1,4,0,141,1,17,,, +gleasbi02,1890,1,CLP,PL,0,1,1,1,0,0,0,12,14,12,1,6,0,,27.00,,0,0,0,32,0,16,,, +gleaski01,1890,1,PHI,NL,38,17,60,55,54,6,2,1518,479,148,8,167,222,,2.63,,11,15,1,2163,5,253,,, +goodahe01,1890,1,LS2,AA,8,5,18,13,8,1,4,327,94,41,2,51,46,,3.39,,6,10,0,478,5,73,,, +graych01,1890,1,PIT,NL,1,4,5,4,3,0,0,93,48,26,0,24,10,,7.55,,6,1,0,165,1,35,,, +greened01,1890,1,PH4,AA,7,15,25,22,20,1,1,573,267,123,4,94,56,,5.80,,19,6,0,933,3,184,,, +grimjo01,1890,1,RC2,AA,0,0,1,0,0,0,0,10,3,0,0,4,3,,0.00,,1,0,0,17,1,3,,, +grubehe01,1890,1,CLP,PL,22,23,48,44,39,1,0,1150,464,182,15,204,110,,4.27,,36,15,1,1839,4,352,,, +gumbead01,1890,1,BSP,PL,23,12,40,34,28,1,0,859,351,125,18,88,82,,3.93,,12,12,0,1314,6,194,,, +gumbebi01,1890,1,PIT,NL,4,6,10,10,8,0,0,238,96,46,0,31,18,,5.22,,2,8,0,370,0,71,,, +haddoge01,1890,1,BFP,PL,9,26,35,34,31,0,0,872,366,186,15,149,123,,5.76,,24,14,0,1405,1,307,,, +hartbi02,1890,1,SL4,AA,12,8,26,24,20,0,0,604,188,82,6,66,95,,3.67,,12,16,0,866,2,111,,, +hatfigi01,1890,1,NYP,PL,0,0,1,0,0,0,1,6,2,1,0,1,1,,4.50,,1,0,0,9,1,2,,, +hatfigi01,1890,3,NYP,PL,1,1,2,0,0,0,0,17,6,2,1,3,2,,3.18,,2,1,0,27,2,6,,, +haynefr01,1890,1,PIT,NL,0,0,1,0,0,0,0,12,7,6,2,5,1,,13.50,,0,0,0,24,1,9,,, +healyjo01,1890,1,TL2,AA,22,21,46,46,44,2,0,1167,326,125,5,127,225,,2.89,,24,24,1,1629,0,201,,, +heardch01,1890,1,PIT,NL,0,6,6,6,5,0,0,132,75,41,5,32,13,,8.39,,5,2,0,240,0,65,,, +heckegu01,1890,1,PIT,NL,2,9,14,12,11,0,0,359,160,68,9,44,32,,5.11,,4,3,0,562,2,111,,, +helmbho01,1890,1,PH4,AA,0,1,1,1,1,0,0,21,17,11,0,6,3,,14.14,,1,0,0,44,0,15,,, +hemmige01,1890,1,CLP,PL,0,1,3,1,1,0,0,63,25,16,1,19,3,,6.86,,2,2,0,109,2,23,,, +hemmige01,1890,2,BRP,PL,8,4,19,11,11,0,3,369,117,52,3,59,32,,3.80,,6,3,0,550,8,86,,, +hughemi01,1890,1,BRO,NL,4,4,9,8,6,0,0,199,77,38,1,30,22,,5.16,,1,4,0,308,1,46,,, +hughemi01,1890,2,PH4,AA,1,3,6,5,4,0,0,124,64,25,0,21,15,,5.44,,5,5,0,212,0,56,,, +hustebi01,1890,1,PHP,PL,5,10,18,17,12,0,0,387,148,70,2,67,33,,4.88,,11,5,0,609,1,105,,, +hutchbi01,1890,1,CHN,NL,41,25,71,66,65,5,2,1809,505,181,20,199,289,,2.70,,27,13,0,2506,5,315,,, +joneshe02,1890,1,PIT,NL,2,1,5,4,2,0,0,93,35,12,1,14,13,,3.48,,5,0,0,141,1,25,,, +jonesmi01,1890,1,LS2,AA,2,0,3,3,2,0,0,66,21,8,2,9,6,,3.27,,0,0,0,95,0,12,,, +keefege01,1890,1,BFP,PL,6,16,25,22,22,0,0,588,280,142,11,138,55,,6.52,,13,5,0,1014,3,229,,, +keefejo01,1890,1,SR2,AA,17,24,43,41,36,2,0,1057,355,169,9,148,120,,4.32,,9,25,1,1572,2,234,,, +keefeti01,1890,1,NYP,PL,17,11,30,30,23,1,0,687,225,86,6,89,89,,3.38,,12,8,0,1012,0,137,,, +keffefr01,1890,1,SR2,AA,1,1,2,1,1,0,0,48,15,10,0,9,4,,5.63,,0,0,0,71,1,13,,, +kellyki01,1890,1,BSP,PL,1,0,1,0,0,0,0,6,1,1,0,2,2,,4.50,,0,0,0,9,1,1,,, +kilroma01,1890,1,BSP,PL,9,15,30,27,18,0,1,653,268,103,14,87,48,,4.26,,9,15,5,1026,3,161,,, +kingsi01,1890,1,CHP,PL,30,22,56,56,48,4,0,1383,420,138,5,163,185,,2.69,,11,15,0,1988,0,233,,, +knausfr01,1890,1,CL6,AA,17,12,37,34,28,3,2,827,206,86,3,106,148,,2.81,,17,21,0,1149,3,131,,, +knellph01,1890,1,PHP,PL,22,11,35,31,30,2,0,860,287,122,10,166,99,,3.83,,16,28,3,1345,4,199,,, +krockgu01,1890,1,BFP,PL,0,3,4,3,3,0,0,75,43,17,1,15,5,,6.12,,1,0,0,133,1,37,,, +lacke01,1890,1,PH4,AA,0,0,1,0,0,0,0,6,1,2,0,3,1,,9.00,,0,0,0,10,1,4,,, +lawsoal01,1890,1,BSN,NL,0,1,1,1,1,0,0,27,12,4,0,4,1,,4.00,,0,0,0,43,0,7,,, +lawsoal01,1890,2,PIT,NL,0,2,2,2,1,0,0,30,15,10,0,10,2,,9.00,,2,0,0,55,0,20,,, +lewis01,1890,1,BFP,PL,0,1,1,1,0,0,0,9,13,20,3,7,1,,60.00,,1,0,0,29,0,20,,, +lincoez01,1890,1,CL4,NL,3,11,15,15,13,0,0,354,157,58,1,53,22,,4.42,,6,1,0,561,0,102,,, +lincoez01,1890,2,SR2,AA,0,3,3,3,2,0,0,60,33,23,1,4,6,,10.35,,1,1,0,97,0,27,,, +lovetto01,1890,1,BRO,NL,30,11,44,41,39,4,0,1116,327,115,14,141,124,,2.78,,18,17,1,1589,3,195,,, +lubypa01,1890,1,CHN,NL,20,9,34,31,26,0,1,803,226,95,6,95,85,,3.19,,17,15,0,1130,3,129,,, +lynchja01,1890,1,BR4,AA,0,1,1,1,1,0,0,27,22,12,1,5,1,,12.00,,1,0,0,54,0,18,,, +lyonsha01,1890,1,RC2,AA,0,0,1,0,0,0,0,11,8,5,0,1,2,,12.27,,2,0,0,20,0,7,,, +lyonsto01,1890,1,SR2,AA,0,2,3,3,2,0,0,67,40,26,1,21,6,,10.48,,1,1,0,128,0,36,,, +maddeki01,1890,1,BSP,PL,3,2,10,7,5,1,1,186,85,33,2,25,24,,4.79,,2,8,0,305,3,55,,, +marsed01,1890,1,SR2,AA,9,5,16,14,14,0,0,364,132,63,2,49,59,,4.67,,2,5,0,545,2,80,,, +mattimi01,1890,1,BR4,AA,6,13,19,19,19,0,0,535,201,90,3,76,33,,4.54,,19,13,0,818,0,149,,, +maulal01,1890,1,PTP,PL,16,12,31,29,27,2,0,767,279,112,14,105,87,,3.94,,18,12,0,1167,2,204,,, +maysal01,1890,1,CL6,AA,0,1,1,1,1,0,0,27,14,8,0,8,2,,8.00,,1,1,0,50,0,13,,, +mcculch01,1890,1,BR4,AA,4,21,26,25,24,0,0,647,247,110,5,102,61,,4.59,,23,16,0,1004,1,174,,, +mcculch01,1890,2,SR2,AA,1,2,3,3,3,0,0,78,29,21,1,14,8,,7.27,,0,0,0,120,0,25,,, +mcfetja01,1890,1,PHI,NL,1,0,1,1,1,0,0,27,5,1,0,2,4,,1.00,,0,0,0,34,0,1,,, +mcgilwi01,1890,1,CLP,PL,11,9,24,20,19,0,0,551,222,84,5,96,82,,4.12,,12,12,1,884,4,146,,, +mcguide01,1890,1,RC2,AA,0,0,1,0,0,0,0,12,10,3,0,1,1,,6.75,,1,0,0,23,1,5,,, +mcmahsa01,1890,1,PH4,AA,29,18,48,46,44,0,1,1230,414,152,5,133,225,,3.34,,21,20,0,1781,2,238,,, +mcmahsa01,1890,2,BL3,AA,7,3,12,11,11,1,0,297,84,33,1,33,66,,3.00,,3,6,0,416,1,49,,, +meakige01,1890,1,LS2,AA,12,7,28,21,16,3,1,576,173,62,4,63,123,,2.91,,19,5,0,810,7,100,,, +millebo01,1890,1,RC2,AA,3,7,13,12,11,0,1,277,89,44,2,26,20,,4.29,,5,3,0,391,1,58,,, +morried01,1890,1,PTP,PL,8,7,18,15,15,1,0,433,178,78,5,35,25,,4.86,,3,3,0,651,3,116,,, +morrimi01,1890,1,SR2,AA,6,9,17,14,13,1,0,381,131,83,4,81,69,,5.88,,26,13,0,601,3,112,,, +morrimi01,1890,2,BL3,AA,1,2,4,4,3,0,0,78,15,11,0,20,13,,3.81,,3,2,0,114,0,20,,, +mullato01,1890,1,CIN,NL,12,10,25,21,21,0,1,627,175,52,7,96,91,,2.24,,12,8,0,899,4,101,,, +murphbo01,1890,1,NY1,NL,1,0,3,2,1,0,0,54,23,11,0,10,8,,5.50,,1,0,0,86,1,17,,, +murphbo01,1890,2,BR4,AA,3,9,12,12,10,0,0,288,121,61,6,46,26,,5.72,,2,5,0,456,0,95,,, +murphco01,1890,1,BRP,PL,4,10,20,14,11,0,2,417,168,74,2,82,29,,4.79,,8,6,0,675,6,134,,, +nashbi01,1890,1,BSP,PL,0,0,1,0,0,0,0,1,1,0,0,0,0,,0.00,,0,0,0,2,1,0,,, +nealejo01,1890,1,SL4,AA,5,3,10,9,8,0,0,207,53,26,4,15,23,,3.39,,7,4,0,276,1,37,,, +nichoki01,1890,1,BSN,NL,27,19,48,47,47,7,0,1272,374,105,8,112,222,,2.23,,30,11,0,1755,1,175,,, +nicolge01,1890,1,SL4,AA,2,1,3,3,2,0,0,51,11,9,1,19,16,,4.76,,1,2,0,82,0,13,,, +obrieda02,1890,1,CLP,PL,8,16,25,25,22,0,0,619,229,78,9,93,54,,3.40,,19,19,0,963,0,171,,, +odayha01,1890,1,NYP,PL,22,13,43,35,32,1,3,987,355,154,11,161,94,,4.21,,16,18,0,1526,7,249,,, +oneiled01,1890,1,TL2,AA,0,2,2,2,2,0,0,48,27,14,0,13,2,,7.88,,2,0,0,87,0,18,,, +oneiled01,1890,2,PH4,AA,0,6,6,6,6,0,0,156,84,56,0,32,17,,9.69,,11,7,0,277,0,77,,, +orourmi01,1890,1,BL3,AA,1,2,5,5,5,0,0,123,45,18,0,10,8,,3.95,,0,3,0,179,0,19,,, +osborfr01,1890,1,PIT,NL,0,5,8,5,5,0,0,174,82,54,6,45,14,,8.38,,16,7,0,306,3,87,,, +parsoch01,1890,1,CL4,NL,0,1,2,1,0,0,0,27,12,6,0,6,2,,6.00,,0,4,0,49,1,11,,, +phillbi02,1890,1,PIT,NL,1,9,10,10,9,0,0,246,123,69,8,29,25,,7.57,,7,1,0,396,0,97,,, +powerji01,1890,1,BR4,AA,1,2,4,2,2,0,0,90,38,19,1,16,3,,5.70,,2,1,1,144,2,29,,, +pricebi01,1890,1,PH4,AA,1,0,1,1,1,0,0,27,6,2,0,7,1,,2.00,,0,1,0,41,0,3,,, +radboch01,1890,1,BSP,PL,27,12,41,38,36,1,0,1029,352,126,8,100,80,,3.31,,8,11,0,1497,3,183,,, +radfopa01,1890,1,CLP,PL,0,0,1,0,0,0,0,15,7,2,1,1,3,,3.60,,1,0,0,23,1,5,,, +ramseto01,1890,1,SL4,AA,23,17,44,40,34,1,0,1046,325,143,10,102,257,,3.69,,28,8,0,1468,4,221,,, +rhinebi01,1890,1,CIN,NL,28,17,46,45,45,6,0,1204,337,87,6,113,182,,1.95,,14,15,1,1656,1,163,,, +rusieam01,1890,1,NY1,NL,29,34,67,62,56,4,1,1646,436,156,3,289,341,,2.56,,36,26,0,2379,5,300,,, +sandebe01,1890,1,PHP,PL,19,18,43,40,37,2,1,1040,412,145,13,69,107,,3.76,,3,10,0,1536,3,237,,, +schmicr01,1890,1,PIT,NL,1,9,11,10,9,1,0,250,108,54,3,42,35,,5.83,,4,8,0,405,1,98,,, +sewared01,1890,1,PH4,AA,6,12,21,19,15,1,0,462,165,81,4,72,55,,4.73,,8,7,0,700,2,105,,, +sharrja01,1890,1,NY1,NL,11,10,25,19,18,0,0,552,162,59,3,88,84,,2.89,,8,9,0,805,6,107,,, +smithed01,1890,1,CL4,NL,1,4,6,6,5,0,0,132,42,21,1,10,11,,4.30,,1,1,0,184,0,24,,, +smithfr02,1890,1,TL2,AA,19,13,35,34,31,2,0,858,273,104,13,90,116,,3.27,,10,13,0,1223,1,155,,, +smithph01,1890,1,PHI,NL,8,12,24,20,19,1,0,612,209,97,5,89,81,,4.28,,7,8,0,911,4,125,,, +smithph01,1890,2,PIT,NL,1,3,5,5,5,0,0,132,39,15,0,13,15,,3.07,,4,1,0,184,0,25,,, +sommejo01,1890,1,CL4,NL,0,0,1,0,0,0,0,3,2,0,1,2,0,,0.00,,0,0,0,7,0,3,,, +sowdebi01,1890,1,PIT,NL,3,8,15,11,9,0,0,318,117,52,1,24,30,,4.42,,7,2,0,458,4,77,,, +sowdejo01,1890,1,BRP,PL,19,16,39,37,28,1,0,927,358,131,3,161,91,,3.82,,12,11,1,1461,2,233,,, +spragch01,1890,1,TL2,AA,9,5,19,12,9,0,0,368,111,53,0,78,59,,3.89,,18,18,0,570,5,83,,, +staffge01,1890,1,BFP,PL,3,9,12,12,11,0,0,294,123,56,8,43,21,,5.14,,3,4,0,465,0,89,,, +staleha01,1890,1,PTP,PL,21,25,47,47,45,3,0,1190,404,145,6,77,150,,3.29,,15,11,0,1688,0,258,,, +stechch01,1890,1,PH4,AA,0,10,10,10,9,0,0,204,111,78,1,60,18,,10.32,,12,14,0,386,0,110,,, +steined01,1890,1,CHN,NL,12,6,20,18,14,1,0,482,147,68,9,83,65,,3.81,,9,11,0,718,2,100,,, +sterljo01,1890,1,PH4,AA,0,1,1,1,1,0,0,15,16,12,1,4,1,,21.60,,0,1,0,36,0,12,,, +stineha01,1890,1,PH4,AA,0,1,1,1,1,0,0,24,17,8,0,4,1,,9.00,,2,0,0,45,0,9,,, +stiveja01,1890,1,SL4,AA,27,21,54,46,41,3,0,1258,399,164,14,179,289,,3.52,,29,17,0,1837,8,255,,, +stratsc01,1890,1,LS2,AA,34,14,50,49,44,4,0,1293,398,113,3,61,207,,2.36,,7,13,0,1749,1,186,,, +sullibi02,1890,1,SR2,AA,1,4,6,6,4,0,0,126,51,37,2,27,13,,7.93,,3,6,0,208,0,50,,, +sullimi02,1890,1,CHN,NL,5,6,12,12,10,0,0,288,108,49,3,58,33,,4.59,,6,4,0,455,0,77,,, +sundabi01,1890,1,PIT,NL,0,0,1,0,0,0,0,0,2,2,0,0,0,,,,0,0,0,2,0,2,,, +swarted01,1890,1,TL2,AA,0,0,1,0,0,0,0,9,2,1,0,0,1,,3.00,,0,0,0,11,1,1,,, +taberjo01,1890,1,BSN,NL,0,1,2,1,1,0,1,39,11,6,0,8,3,,4.15,,0,0,1,58,1,8,,, +tebeage01,1890,1,TL2,AA,0,0,1,0,0,0,0,15,9,5,0,5,0,,9.00,,0,0,0,29,1,8,,, +tenerjo01,1890,1,PTP,PL,3,11,15,15,14,0,0,378,173,101,8,75,33,,7.21,,12,5,0,633,0,159,,, +terryad01,1890,1,BRO,NL,26,16,46,44,38,1,0,1110,362,121,3,133,185,,2.94,,27,15,0,1608,2,200,,, +titcoca01,1890,1,RC2,AA,10,9,20,19,19,1,0,506,168,70,6,97,73,,3.74,,10,14,0,779,1,123,,, +toolest01,1890,1,BR4,AA,2,4,6,6,6,0,0,160,47,24,0,39,10,,4.05,,5,4,0,248,0,32,,, +twitcla01,1890,2,BFP,PL,5,7,13,12,12,0,0,313,112,53,3,72,29,,4.57,,9,15,1,514,1,77,,, +vanhage01,1890,1,BRP,PL,15,10,28,25,23,0,2,669,272,106,8,89,48,,4.28,,13,21,0,1054,3,190,,, +viaule01,1890,1,CIN,NL,7,5,13,10,7,1,0,270,97,45,8,39,41,,4.50,,1,1,0,404,3,69,,, +viaule01,1890,2,CL4,NL,4,9,13,13,13,1,0,321,101,40,4,42,30,,3.36,,3,5,0,466,0,65,,, +vicketo01,1890,1,PHI,NL,24,21,46,46,41,2,0,1146,405,146,8,184,162,,3.44,,23,29,1,1752,0,250,,, +vonfrto01,1890,1,BSN,NL,0,1,1,1,1,0,0,24,23,9,0,8,2,,10.13,,1,0,0,55,0,16,,, +wadswja01,1890,1,CL4,NL,2,16,20,19,19,0,0,509,202,98,6,81,26,,5.20,,12,6,0,793,1,139,,, +welchcu01,1890,1,PH4,AA,0,0,1,0,0,0,0,3,6,6,0,0,1,,54.00,,0,0,0,9,1,6,,, +welchmi01,1890,1,NY1,NL,17,14,37,37,33,2,0,877,268,97,5,122,97,,2.99,,6,12,0,1270,0,145,,, +weyhigu01,1890,1,BRP,PL,30,16,49,46,38,3,0,1170,419,156,10,179,177,,3.60,,21,17,0,1791,3,250,,, +whitede01,1890,1,BFP,PL,0,0,1,0,0,0,0,24,18,8,0,2,0,,9.00,,0,0,0,44,1,15,,, +whitnji01,1890,1,PH4,AA,2,2,6,4,3,0,0,120,61,23,1,11,6,,5.18,,0,1,0,191,2,27,,, +whitrbi01,1890,1,SL4,AA,5,6,16,11,10,0,1,315,104,41,2,40,39,,3.51,,13,7,0,462,5,62,,, +widnewi01,1890,1,CL6,AA,4,8,13,10,8,1,0,288,103,35,3,24,14,,3.28,,3,3,0,414,3,52,,, +willigu01,1890,1,BR4,AA,0,1,2,2,1,0,0,36,13,10,0,12,2,,7.50,,0,0,0,61,0,15,,, +youngcy01,1890,1,CL4,NL,9,7,17,16,16,0,0,443,145,57,6,30,39,,3.47,,7,8,0,621,1,87,,, +zieglge01,1890,1,PIT,NL,0,1,1,1,0,0,0,18,12,7,0,0,1,,10.50,,2,0,0,30,0,7,,, +bakelje01,1891,1,WS9,AA,2,10,13,12,11,0,0,313,127,62,6,60,32,,5.35,,9,6,0,503,1,107,,, +bakelje01,1891,2,BL3,AA,4,2,8,6,5,0,0,177,48,15,1,30,13,,2.29,,3,1,0,255,2,32,,, +baldwma01,1891,1,PIT,NL,21,28,53,51,48,2,1,1313,385,134,10,227,197,,2.76,,24,23,0,1944,2,278,,, +barrbo01,1891,1,NY1,NL,0,4,5,4,2,0,0,81,47,16,1,12,11,,5.33,,1,3,0,143,1,25,,, +beatied01,1891,1,CL4,NL,0,3,5,4,2,0,0,87,39,17,1,21,4,,5.28,,1,6,0,153,1,44,,, +bellch01,1891,1,LS2,AA,2,6,10,9,8,0,0,231,93,40,4,20,16,,4.68,,2,8,0,350,1,65,,, +bellch01,1891,2,CN3,AA,1,0,1,1,1,0,0,27,2,0,0,3,1,,0.00,,0,1,0,33,0,2,,, +boonege01,1891,1,LS2,AA,0,0,4,1,0,0,1,45,15,13,0,9,4,,7.80,,1,0,0,69,3,15,,, +bowmasu01,1891,1,PH4,AA,2,5,8,8,8,0,0,204,73,26,0,37,22,,3.44,,2,5,0,317,0,54,,, +breitte01,1891,1,SL4,AA,2,0,6,1,1,1,1,86,15,7,2,14,13,,2.20,,3,0,0,114,5,14,,, +brynato01,1891,1,BSN,NL,0,1,1,1,0,0,0,3,4,6,0,3,0,,54.00,,0,0,0,10,0,6,,, +buffich01,1891,1,BS2,AA,29,9,48,43,33,2,1,1091,303,103,8,120,158,,2.55,,19,7,0,1512,4,153,,, +burreha01,1891,1,SL4,AA,4,2,7,4,3,0,1,129,51,23,4,21,19,,4.81,,6,2,0,202,3,36,,, +calihwi01,1891,1,PH4,AA,6,6,13,11,11,0,0,336,151,80,7,47,28,,6.43,,4,12,0,543,2,103,,, +carseki01,1891,1,WS9,AA,14,37,54,53,46,1,0,1245,513,230,17,161,174,,4.99,,29,28,0,1937,1,358,,, +carutbo01,1891,1,BRO,NL,18,14,38,32,29,2,1,891,323,103,7,107,69,,3.12,,12,13,0,1331,6,185,,, +cassied01,1891,1,PHI,NL,1,3,6,4,3,0,0,114,40,12,0,16,10,,2.84,,7,3,0,173,2,20,,, +cassied01,1891,2,WS9,AA,2,4,7,5,5,0,0,159,73,33,4,35,14,,5.60,,7,5,0,271,2,63,,, +chambel01,1891,1,PH4,AA,22,23,49,46,44,0,0,1217,397,190,10,206,204,,4.22,,21,12,0,1822,3,263,,, +clarkda01,1891,1,CL6,AA,1,2,5,3,2,0,0,69,32,16,0,16,3,,6.26,,6,1,0,117,2,21,,, +clarkda02,1891,1,NY1,NL,1,2,5,2,1,0,0,84,24,9,0,18,11,,2.89,,4,3,0,129,2,23,,, +clarkjo01,1891,1,BSN,NL,33,19,55,51,47,3,3,1382,435,143,18,154,141,,2.79,,14,15,0,1982,4,244,,, +coughro01,1891,1,NY1,NL,3,4,8,7,6,0,0,183,74,26,5,23,22,,3.84,,9,3,0,282,1,50,,, +craneed01,1891,1,CN3,AA,14,14,32,31,25,1,0,750,216,68,3,139,122,,2.45,,16,14,0,1113,1,151,,, +craneed01,1891,2,CIN,NL,4,8,15,13,11,1,0,350,134,53,3,64,51,,4.09,,5,3,0,550,2,91,,, +cunnibe01,1891,1,BL3,AA,11,14,30,25,21,0,0,713,241,106,8,138,59,,4.01,,23,11,0,1097,5,181,,, +dailyed01,1891,1,LS2,AA,4,8,15,14,11,0,0,334,149,71,6,48,27,,5.74,,12,8,0,536,1,109,,, +daleybi01,1891,1,BS2,AA,8,6,19,11,10,0,2,380,119,42,6,81,68,,2.98,,11,7,0,584,8,76,,, +daviege01,1891,1,ML3,AA,7,5,12,12,12,1,0,306,94,30,2,35,61,,2.65,,5,3,0,435,0,48,,, +davisge01,1891,1,CL4,NL,0,1,3,0,0,0,1,12,8,7,0,3,4,,15.75,,0,0,0,23,3,8,,, +dolanjo01,1891,1,CL6,AA,12,11,27,24,19,0,0,610,216,94,8,84,68,,4.16,,8,0,0,905,3,131,,, +doranjo01,1891,1,LS2,AA,5,10,15,14,12,1,0,378,160,76,3,75,55,,5.43,,9,13,0,623,1,111,,, +dukema01,1891,1,WS9,AA,0,3,4,3,2,0,0,69,36,19,0,19,5,,7.43,,11,0,0,123,1,33,,, +dunnian01,1891,1,NY1,NL,0,1,1,1,0,0,0,6,3,1,1,3,1,,4.50,,1,0,0,12,0,5,,, +duryeje01,1891,1,CIN,NL,1,9,10,10,8,0,0,231,101,46,4,25,23,,5.38,,10,7,0,363,0,67,,, +duryeje01,1891,2,SL4,AA,1,1,3,3,2,0,0,72,19,9,0,10,13,,3.38,,4,0,0,100,0,13,,, +dwyerfr01,1891,1,CN3,AA,13,19,35,31,29,1,0,867,332,145,10,124,101,,4.52,,6,10,0,1326,4,225,,, +dwyerfr01,1891,2,ML3,AA,6,4,10,10,10,0,0,258,92,21,2,21,27,,2.20,,1,4,0,373,0,41,,, +eastoja01,1891,1,CL6,AA,5,10,18,16,13,0,0,406,145,68,3,59,52,,4.52,,6,15,2,622,2,111,,, +eastoja01,1891,2,SL4,AA,3,2,7,6,4,0,0,143,48,27,3,23,22,,5.10,,5,4,0,217,1,38,,, +eastoja01,1891,3,CL6,AA,0,2,2,2,2,0,0,45,15,6,2,4,13,,3.60,,2,2,0,66,0,8,,, +ehretre01,1891,1,LS2,AA,13,13,26,24,23,2,0,662,225,85,2,70,76,,3.47,,10,11,1,963,2,150,,, +eiteled01,1891,1,WS9,AA,1,5,8,7,6,0,0,184,79,42,3,41,23,,6.16,,2,9,0,311,1,67,,, +esperdu01,1891,1,PHI,NL,20,15,39,36,25,1,1,888,302,117,8,121,108,,3.56,,5,7,0,1315,2,185,,, +ewingjo01,1891,1,NY1,NL,21,8,33,30,28,5,0,808,237,68,2,105,138,,2.27,,9,11,0,1158,3,118,,, +fitzgjo02,1891,1,BS2,AA,1,1,6,3,2,0,1,96,49,20,2,11,16,,5.63,,2,2,0,157,3,32,,, +fitzgwa01,1891,1,LS2,AA,14,17,32,31,28,3,0,801,265,99,5,89,110,,3.34,,10,12,0,1160,1,157,,, +foremfr01,1891,2,WS9,AA,18,20,43,41,39,1,1,1036,381,143,9,142,170,,3.73,,14,43,0,1593,2,245,,, +foutzda01,1891,1,BRO,NL,3,2,6,5,5,0,0,156,51,19,1,16,14,,3.29,,0,1,0,224,1,24,,, +freembu01,1891,1,WS9,AA,3,2,5,4,4,0,0,132,35,19,0,33,28,,3.89,,1,4,0,203,1,32,,, +galvipu01,1891,1,PIT,NL,15,14,33,30,23,2,0,740,256,79,9,62,46,,2.88,,5,13,0,1069,2,143,,, +gastrha01,1891,1,CL6,AA,12,19,35,33,28,1,0,851,280,119,7,136,109,,3.78,,21,11,0,1271,2,196,,, +getzich01,1891,1,BSN,NL,4,5,11,9,7,0,0,267,112,38,4,23,29,,3.84,,2,0,0,401,2,62,,, +getzich01,1891,2,CL4,NL,0,1,1,1,1,0,0,27,12,8,1,4,4,,8.00,,1,0,0,43,0,9,,, +gleaski01,1891,1,PHI,NL,24,22,53,44,40,1,1,1254,431,163,11,165,100,,3.51,,17,13,0,1859,9,237,,, +gormljo01,1891,1,PHI,NL,0,1,1,1,1,0,0,24,10,5,0,5,2,,5.63,,0,0,0,39,0,8,,, +griffcl01,1891,1,SL4,AA,11,8,27,17,12,0,2,559,195,69,8,58,68,,3.33,,8,15,0,822,10,122,,, +griffcl01,1891,2,BS2,AA,3,1,7,4,3,0,0,120,47,25,3,15,20,,5.63,,1,5,0,186,3,33,,, +grubehe01,1891,1,CL4,NL,17,22,44,40,35,1,0,1046,407,160,10,119,79,,4.13,,20,7,0,1576,4,258,,, +gumbead01,1891,1,CHN,NL,17,11,32,31,24,1,0,769,282,102,5,90,73,,3.58,,6,10,0,1149,1,149,,, +haddoge01,1891,1,BS2,AA,34,11,51,47,37,5,1,1139,330,105,8,137,169,,2.49,,25,14,0,1611,4,172,,, +hatfigi01,1891,1,WS9,AA,0,0,4,0,0,0,0,54,29,22,1,14,3,,11.00,,2,0,0,97,4,28,,, +healyjo01,1891,1,BL3,AA,8,10,23,22,19,0,0,511,179,71,6,57,54,,3.75,,8,5,0,748,1,124,,, +hemmige01,1891,1,BRO,NL,8,15,27,22,19,1,1,599,231,110,11,84,83,,4.96,,10,11,0,923,5,173,,, +hugheji01,1891,1,ML3,AA,1,0,2,1,1,0,0,45,18,5,0,3,9,,3.00,,0,0,0,66,1,6,,, +hutchbi01,1891,1,CHN,NL,44,19,66,58,56,4,1,1683,508,175,26,178,261,,2.81,,25,7,0,2371,8,283,,, +inksbe01,1891,1,BRO,NL,3,10,13,13,11,1,0,289,99,43,2,43,47,,4.02,,5,6,0,436,0,70,,, +keefege01,1891,1,WS9,AA,0,3,5,4,4,0,1,111,44,11,0,17,11,,2.68,,3,1,0,172,1,42,,, +keefeti01,1891,1,NY1,NL,2,5,8,7,4,0,0,165,70,32,1,27,30,,5.24,,3,4,0,265,1,57,,, +keefeti01,1891,2,PHI,NL,3,6,11,10,9,0,1,235,82,34,2,30,34,,3.91,,5,4,0,350,1,55,,, +keenaki01,1891,1,CN3,AA,0,1,1,1,1,0,0,24,6,0,0,4,5,,0.00,,0,1,0,35,0,9,,, +kellyki01,1891,1,CN3,AA,0,1,3,0,0,0,0,46,21,9,2,7,0,,5.28,,1,1,0,75,2,15,,, +kileyjo01,1891,1,BSN,NL,0,1,1,1,1,0,0,24,13,6,2,5,1,,6.75,,1,0,0,42,0,9,,, +killefr01,1891,1,ML3,AA,7,4,11,11,11,2,0,290,73,18,1,51,38,,1.68,,4,3,0,415,0,42,,, +killehe01,1891,1,CL4,NL,0,1,1,1,1,0,0,26,11,6,1,8,3,,6.23,,0,0,0,45,0,8,,, +kilroma01,1891,1,CN3,AA,1,4,7,6,4,0,0,136,51,15,1,19,6,,2.98,,0,8,0,213,1,42,,, +kilromi01,1891,1,PHI,NL,0,2,3,1,0,0,0,30,15,11,1,4,3,,9.90,,1,2,0,51,2,14,,, +kingsi01,1891,1,PIT,NL,14,29,48,44,40,3,1,1153,382,133,7,144,160,,3.11,,22,18,0,1693,4,243,,, +klingbi01,1891,1,PHI,NL,4,2,12,7,4,0,0,225,91,36,2,32,26,,4.32,,6,2,0,349,5,61,,, +knausfr01,1891,1,CL4,NL,0,3,3,3,1,0,0,45,23,12,2,8,6,,7.20,,0,4,0,80,0,29,,, +knellph01,1891,1,CL6,AA,28,27,58,52,47,5,0,1386,363,150,4,226,228,,2.92,,23,54,0,2017,5,228,,, +leipeja01,1891,1,CL6,AA,2,2,6,5,4,0,0,135,41,27,3,39,19,,5.40,,3,4,0,218,1,43,,, +lovetto01,1891,1,BRO,NL,23,19,44,43,39,3,0,1097,361,150,14,129,129,,3.69,,21,20,0,1604,1,229,,, +lowebo01,1891,1,BSN,NL,0,0,1,0,0,0,0,3,3,1,0,1,0,,9.00,,0,0,0,7,1,1,,, +lubypa01,1891,1,CHN,NL,8,11,30,24,18,0,1,618,221,109,11,94,52,,4.76,,10,19,0,950,6,148,,, +lystobi01,1891,1,CL6,AA,0,1,1,1,1,0,0,18,10,7,0,6,1,,10.50,,0,1,0,35,0,8,,, +maceji01,1891,1,WS9,AA,0,1,3,1,1,0,0,48,18,13,0,8,3,,7.31,,1,1,0,75,1,14,,, +maddeki01,1891,1,BS2,AA,0,1,1,1,1,0,0,24,10,6,2,6,6,,6.75,,3,3,0,43,0,12,,, +maddeki01,1891,2,BL3,AA,13,12,32,27,20,1,1,672,239,102,4,88,56,,4.10,,12,24,0,1017,5,168,,, +mainswi01,1891,1,CN3,AA,12,12,30,23,19,0,0,612,196,61,3,107,76,,2.69,,12,12,0,922,6,127,,, +mainswi01,1891,2,ML3,AA,0,2,2,2,1,0,0,30,14,12,1,10,2,,10.80,,1,0,0,54,0,19,,, +maulal01,1891,1,PIT,NL,1,2,8,3,3,0,1,117,44,10,0,16,13,,2.31,,2,3,0,180,5,22,,, +mccarto01,1891,1,SL4,AA,0,0,1,0,0,0,0,3,2,1,0,0,0,,9.00,,0,0,0,5,1,2,,, +mcgilwi01,1891,1,CN3,AA,2,5,8,8,6,0,0,195,69,36,1,37,19,,4.98,,4,3,0,302,0,56,,, +mcgilwi01,1891,2,SL4,AA,18,9,33,29,20,1,1,699,207,70,10,126,146,,2.70,,14,12,0,1038,4,140,,, +mcmahsa01,1891,1,BL3,AA,35,24,61,58,53,5,1,1509,493,157,13,149,219,,2.81,,16,17,0,2155,3,259,,, +meakige01,1891,1,PH4,AA,1,4,6,6,4,0,0,105,51,27,1,22,13,,6.94,,6,1,0,178,0,45,,, +meekijo01,1891,1,LS2,AA,9,16,28,25,24,2,0,663,223,105,2,106,141,,4.28,,21,6,0,992,3,154,,, +millebo01,1891,1,WS9,AA,2,5,7,7,3,0,0,126,53,20,3,24,13,,4.29,,2,6,0,208,0,51,,, +mullato01,1891,1,CIN,NL,23,26,51,47,42,1,0,1279,390,153,15,187,124,,3.23,,18,18,0,1870,4,250,,, +nealejo01,1891,1,SL4,AA,6,4,15,11,9,1,3,331,109,52,4,36,24,,4.24,,10,7,0,480,4,73,,, +nichoki01,1891,1,BSN,NL,30,17,52,48,45,5,3,1276,413,113,15,103,240,,2.39,,16,17,0,1805,4,219,,, +nicolge01,1891,1,CHN,NL,0,1,3,2,0,0,0,33,14,6,0,10,12,,4.91,,2,1,0,58,1,20,,, +obrieda02,1891,1,BS2,AA,18,13,40,30,22,0,2,806,300,109,13,127,87,,3.65,,13,20,0,1246,9,197,,, +quarlbi01,1891,1,WS9,AA,1,1,3,2,2,0,0,66,32,20,1,12,10,,8.18,,2,2,0,111,1,27,,, +radboch01,1891,1,CIN,NL,11,13,26,24,23,2,0,654,236,103,13,62,54,,4.25,,8,13,0,963,2,149,,, +radfopa01,1891,1,BS2,AA,0,0,1,0,0,0,0,3,0,0,0,0,0,,0.00,,0,0,0,3,0,0,,, +rettgge01,1891,1,SL4,AA,7,3,14,12,10,1,1,278,85,35,4,51,49,,3.40,,6,8,0,420,2,63,,, +rhinebi01,1891,1,CIN,NL,17,24,48,43,40,1,1,1118,364,119,4,124,138,,2.87,,18,22,0,1625,5,224,,, +rusieam01,1891,1,NY1,NL,33,20,61,57,52,6,1,1501,391,142,6,262,337,,2.55,,17,18,1,2167,4,244,,, +ryancy01,1891,1,BSN,NL,0,0,1,0,0,0,0,9,2,0,0,1,0,,0.00,,0,0,0,12,1,0,,, +ryanji01,1891,1,CHN,NL,0,0,2,0,0,0,1,17,11,1,0,2,2,,1.59,,0,0,1,30,1,7,,, +sandebe01,1891,1,PH4,AA,11,5,19,18,15,0,0,435,157,61,3,37,40,,3.79,,3,8,0,633,1,85,,, +sayloph01,1891,1,PHI,NL,0,0,1,0,0,0,0,9,2,2,1,0,0,,6.00,,0,0,0,11,1,2,,, +schuljo01,1891,1,PHI,NL,0,1,6,1,0,0,0,45,18,11,1,11,4,,6.60,,0,0,0,74,5,15,,, +sewared01,1891,1,CL4,NL,2,1,3,3,0,0,0,49,16,7,0,11,4,,3.86,,0,0,0,76,0,10,,, +sharrja01,1891,1,NY1,NL,5,5,10,9,6,0,0,208,47,20,2,35,41,,2.60,,5,4,0,293,1,32,,, +shearjo01,1891,1,CL4,NL,1,3,6,5,4,0,0,138,57,18,2,24,19,,3.52,,1,1,0,220,1,39,,, +slagljo01,1891,1,CN3,AA,0,0,1,0,0,0,1,4,3,0,0,1,1,,0.00,,0,0,0,8,1,0,,, +smithph01,1891,1,PHI,NL,1,1,3,2,0,0,0,57,20,9,1,8,3,,4.26,,0,0,0,85,1,15,,, +staleha01,1891,1,PIT,NL,4,5,9,7,6,0,0,215,77,23,4,11,25,,2.89,,2,2,0,304,2,49,,, +staleha01,1891,2,BSN,NL,20,8,31,30,26,1,0,757,236,70,12,69,114,,2.50,,10,4,0,1064,1,111,,, +steined01,1891,1,CHN,NL,7,6,14,10,9,1,0,303,99,42,7,57,38,,3.74,,12,2,0,460,3,68,,, +stephcl01,1891,1,CIN,NL,0,1,1,1,1,0,0,24,9,7,1,3,3,,7.88,,0,0,0,36,0,9,,, +stiveja01,1891,1,SL4,AA,33,22,64,56,40,3,1,1320,357,140,15,232,259,,2.86,,28,18,0,1916,8,237,,, +stratsc01,1891,1,PIT,NL,0,2,2,2,2,0,0,55,16,5,0,5,5,,2.45,,0,0,0,76,0,9,,, +stratsc01,1891,2,LS2,AA,6,13,20,20,20,1,0,516,204,78,10,34,52,,4.08,,6,7,0,757,0,112,,, +sulliji01,1891,1,BSN,NL,0,0,1,0,0,0,0,1,2,3,0,5,0,,81.00,,0,0,0,8,0,4,,, +sulliji01,1891,2,CL6,AA,0,1,1,1,1,0,0,27,10,4,1,5,1,,4.00,,1,1,0,43,0,9,,, +sullimi02,1891,1,PH4,AA,0,2,2,2,2,0,0,54,17,7,2,10,7,,3.50,,2,3,0,84,0,13,,, +sullimi02,1891,2,NY1,NL,1,2,3,3,3,0,0,72,24,9,0,8,11,,3.38,,5,1,0,105,0,19,,, +tayloja01,1891,1,NY1,NL,0,1,1,1,1,0,0,24,4,1,1,3,3,,1.13,,0,0,0,31,0,2,,, +terryad01,1891,1,BRO,NL,6,16,25,22,18,1,1,582,207,91,5,80,65,,4.22,,11,7,0,874,3,139,,, +thornjo01,1891,1,PHI,NL,15,16,37,32,23,1,2,807,268,110,3,115,52,,3.68,,8,10,1,1197,5,161,,, +tucketo01,1891,1,BSN,NL,0,0,1,0,0,0,0,3,3,1,0,0,0,,9.00,,0,0,0,6,1,2,,, +twitcla01,1891,1,CL6,AA,1,1,6,1,1,0,0,93,29,14,1,13,8,,4.06,,3,3,0,137,5,22,,, +vanhage01,1891,1,BL3,AA,0,1,6,1,0,0,0,69,38,13,1,10,7,,5.09,,3,4,0,120,5,34,,, +vaughfa01,1891,1,CN3,AA,0,0,1,0,0,0,0,21,12,3,0,1,0,,3.86,,0,1,0,35,1,9,,, +viaule01,1891,1,CL4,NL,18,17,45,38,31,0,0,1031,367,115,3,138,130,,3.01,,21,15,0,1548,6,239,,, +vicketo01,1891,1,CHN,NL,6,5,14,12,7,0,0,239,72,36,4,44,39,,4.07,,8,5,0,359,3,55,,, +welchmi01,1891,1,NY1,NL,5,9,22,15,14,0,1,480,177,76,7,97,46,,4.28,,9,11,0,764,6,136,,, +weyhigu01,1891,1,PH4,AA,31,20,52,51,51,3,0,1350,428,159,12,161,219,,3.18,,28,31,0,1959,1,231,,, +widnewi01,1891,1,CN3,AA,0,1,1,1,1,0,0,24,13,7,0,4,0,,7.88,,0,2,0,43,0,7,,, +youngcy01,1891,1,CL4,NL,27,22,55,46,43,0,2,1271,431,134,4,140,147,,2.85,,12,10,0,1848,8,244,,, +abbeybe01,1892,1,WAS,NL,5,18,27,22,19,0,1,587,207,75,7,76,77,,3.45,,11,6,0,876,5,139,,, +baldwma01,1892,1,PIT,NL,26,27,56,53,45,0,0,1321,447,170,11,194,157,,3.47,,17,22,0,1983,3,272,,, +breitte01,1892,1,SLN,NL,9,19,39,32,28,1,0,847,280,147,8,148,126,,4.69,,7,6,0,1281,6,192,,, +buffich01,1892,1,BLN,NL,4,8,13,13,9,0,0,291,130,53,4,46,30,,4.92,,9,3,0,470,0,88,,, +campki01,1892,1,PIT,NL,0,1,4,1,1,0,0,69,31,16,4,9,6,,6.26,,1,1,0,110,3,23,,, +carseki01,1892,1,PHI,NL,19,16,43,36,30,1,1,953,317,110,6,104,76,,3.12,,11,12,0,1386,7,160,,, +carutbo01,1892,1,SLN,NL,2,10,16,10,10,0,1,305,131,66,10,27,21,,5.84,,2,6,0,469,5,75,,, +chambel01,1892,1,CIN,NL,19,23,52,49,43,2,0,1219,391,153,8,170,169,,3.39,,16,17,0,1796,3,230,,, +clarkda02,1892,1,BSN,NL,1,0,1,1,1,0,0,21,5,1,0,3,0,,1.29,,1,0,0,29,0,1,,, +clarkjo01,1892,1,BSN,NL,8,6,16,16,15,4,0,437,115,38,4,60,48,,2.35,,5,5,0,617,0,65,,, +clarkjo01,1892,2,CL4,NL,17,10,29,28,27,1,1,730,235,69,4,72,91,,2.55,,4,4,0,1041,1,132,,, +clausfr01,1892,1,LS3,NL,9,13,24,24,24,2,0,600,181,68,3,87,94,,3.06,,6,3,0,871,0,120,,, +cobbge01,1892,1,BLN,NL,10,37,53,47,42,0,0,1183,495,213,21,140,159,,4.86,,15,19,0,1836,6,333,,, +craneed01,1892,1,NY1,NL,16,24,47,42,35,2,1,1093,350,154,10,189,174,,3.80,,31,12,0,1643,5,276,,, +cuppyni01,1892,1,CL4,NL,28,13,47,42,38,1,1,1128,333,105,9,121,103,,2.51,,6,10,0,1591,5,175,,, +daubda01,1892,1,CIN,NL,1,2,4,3,2,0,0,75,23,8,0,13,7,,2.88,,1,2,0,113,1,10,,, +daviege01,1892,1,CL4,NL,10,16,26,26,23,0,0,647,201,62,4,69,95,,2.59,,6,6,0,923,0,112,,, +demilha01,1892,1,CHN,NL,1,1,4,2,2,0,0,72,29,17,1,16,15,,6.38,,3,1,0,118,2,22,,, +dolanjo01,1892,1,WAS,NL,2,2,5,4,3,0,0,111,39,18,0,15,8,,4.38,,1,1,0,166,1,26,,, +duryeje01,1892,1,CIN,NL,2,5,9,7,5,0,0,204,55,27,3,26,21,,3.57,,6,3,0,288,2,37,,, +duryeje01,1892,2,WAS,NL,3,11,18,15,13,1,2,381,102,34,6,45,48,,2.41,,3,9,0,537,3,59,,, +dwyerfr01,1892,1,SLN,NL,2,8,10,10,6,0,0,192,90,40,1,24,16,,5.63,,8,2,0,308,0,58,,, +dwyerfr01,1892,2,CIN,NL,20,10,34,28,25,3,1,805,262,69,6,49,47,,2.31,,2,5,0,1121,6,101,,, +eastoja01,1892,1,SLN,NL,2,0,5,2,2,0,0,93,38,22,2,26,4,,6.39,,5,3,0,160,2,31,,, +ehretre01,1892,1,PIT,NL,16,20,39,36,32,0,0,948,290,93,7,83,101,,2.65,,12,22,0,1343,3,183,,, +elyha01,1892,1,BLN,NL,0,1,1,1,1,0,0,21,14,6,0,7,0,,7.71,,4,2,0,44,0,9,,, +esperdu01,1892,1,PHI,NL,11,6,21,18,14,0,1,481,171,61,2,60,45,,3.42,,0,1,0,713,3,84,,, +esperdu01,1892,2,PIT,NL,2,0,3,3,1,0,0,55,18,11,0,12,5,,5.40,,2,0,0,85,0,13,,, +fersoal01,1892,1,BLN,NL,0,1,2,1,1,0,0,27,17,11,1,6,8,,11.00,,0,0,0,50,0,13,,, +fitzgwa01,1892,1,LS3,NL,1,3,4,4,4,0,0,102,45,16,2,11,3,,4.24,,0,1,0,159,0,27,,, +foremfr01,1892,1,WAS,NL,2,4,11,7,4,0,0,180,53,22,3,37,16,,3.30,,1,5,0,275,4,39,,, +foremfr01,1892,2,BLN,NL,0,3,4,3,2,0,0,75,40,19,4,11,5,,6.84,,1,1,0,127,1,29,,, +foutzda01,1892,1,BRO,NL,13,8,27,20,17,0,1,609,210,77,3,63,56,,3.41,,5,4,0,886,7,119,,, +galvipu01,1892,1,PIT,NL,5,6,12,12,10,0,0,288,104,28,0,28,29,,2.63,,3,0,0,420,0,51,,, +galvipu01,1892,2,SLN,NL,5,6,12,12,10,0,0,276,102,33,4,26,27,,3.23,,1,3,0,407,0,47,,, +gastrha01,1892,1,WAS,NL,3,3,11,8,6,0,0,239,94,45,3,38,32,,5.08,,5,3,0,374,3,54,,, +getzich01,1892,1,SLN,NL,5,8,13,13,12,0,0,324,159,68,5,31,32,,5.67,,4,6,0,520,0,87,,, +gilbebi01,1892,1,BLN,NL,0,1,2,1,1,0,0,42,14,9,1,17,5,,5.79,,1,0,0,73,1,15,,, +gleaski01,1892,1,SLN,NL,20,24,47,45,43,2,0,1200,389,148,11,151,133,,3.33,,9,10,0,1749,0,244,,, +grifffr01,1892,1,CHN,NL,0,1,1,1,0,0,0,12,3,5,1,6,3,,11.25,,2,0,0,21,0,5,,, +gumbead01,1892,1,CHN,NL,22,19,46,45,39,0,0,1148,399,145,11,107,118,,3.41,,11,14,0,1667,1,220,,, +gumbebi01,1892,1,PIT,NL,3,2,6,3,2,0,0,119,30,6,0,23,3,,1.36,,0,1,0,173,3,15,,, +haddoge01,1892,1,BRO,NL,29,13,46,44,39,3,1,1144,340,133,11,163,153,,3.14,,21,14,0,1660,2,190,,, +hartbi01,1892,1,BRO,NL,9,12,28,23,16,2,1,585,188,71,3,96,65,,3.28,,4,7,0,876,5,109,,, +hawkebi01,1892,1,SLN,NL,5,5,14,11,10,1,0,292,108,40,2,45,55,,3.70,,5,8,0,453,3,59,,, +hawlepi01,1892,1,SLN,NL,6,14,20,20,18,0,0,499,160,59,4,63,63,,3.19,,8,11,0,733,0,116,,, +healyjo01,1892,1,BLN,NL,3,6,9,8,5,0,0,205,82,36,4,21,24,,4.74,,2,2,0,310,1,51,,, +healyjo01,1892,2,LS3,NL,1,1,2,2,2,0,0,55,15,4,0,5,4,,1.96,,0,0,0,75,0,7,,, +hemmige01,1892,1,CIN,NL,0,1,1,0,0,0,0,18,10,5,1,2,0,,7.50,,0,0,0,30,1,6,,, +hemmige01,1892,2,LS3,NL,2,2,4,4,4,0,0,105,36,18,1,17,12,,4.63,,0,0,0,158,0,25,,, +hollibu01,1892,1,CIN,NL,0,0,1,0,0,0,0,12,13,5,0,1,0,,11.25,,0,0,0,26,1,5,,, +hollijo01,1892,1,CHN,NL,0,0,1,0,0,0,0,12,1,1,1,0,2,,2.25,,0,0,0,13,1,1,,, +hutchbi01,1892,1,CHN,NL,36,36,75,70,67,5,1,1866,571,191,11,190,314,,2.76,,20,13,0,2639,5,316,,, +inksbe01,1892,1,BRO,NL,4,2,9,8,4,1,0,174,48,25,0,33,25,,3.88,,4,4,0,259,1,34,,, +inksbe01,1892,2,WAS,NL,1,2,3,3,3,0,0,63,29,12,0,10,11,,5.14,,2,2,0,104,0,27,,, +jonesal01,1892,1,LS3,NL,5,11,18,16,13,1,0,440,130,54,3,56,44,,3.31,,3,9,0,635,2,90,,, +jonesal01,1892,2,WAS,NL,0,3,4,4,3,0,0,81,33,12,0,14,7,,4.00,,2,2,0,130,0,23,,, +jonesbu01,1892,1,CIN,NL,1,0,1,1,1,0,0,27,0,0,0,4,3,,0.00,,0,0,0,31,0,1,,, +keefeti01,1892,1,PHI,NL,19,16,39,38,31,2,0,940,279,82,4,98,136,,2.36,,9,13,0,1330,1,142,,, +kellyki01,1892,1,BSN,NL,0,0,1,0,0,0,0,18,8,1,0,4,0,,1.50,,0,3,0,33,1,4,,, +kennebr01,1892,1,BRO,NL,13,8,26,21,18,0,1,573,189,82,3,95,108,,3.86,,11,4,0,861,5,115,,, +killefr01,1892,1,WAS,NL,29,26,60,52,46,2,0,1379,448,169,15,182,147,,3.31,,18,20,0,2028,6,286,,, +kilroma01,1892,1,WAS,NL,1,1,4,3,2,0,0,79,20,7,0,15,1,,2.39,,1,2,0,116,1,11,,, +kingsi01,1892,1,NY1,NL,22,24,51,47,45,1,0,1231,392,150,15,171,170,,3.29,,21,21,0,1814,4,250,,, +klingbi01,1892,1,BLN,NL,0,2,2,2,0,0,0,33,17,14,1,7,7,,11.45,,2,2,0,59,0,16,,, +knausfr01,1892,1,CIN,NL,0,0,1,0,0,0,0,24,13,3,0,5,2,,3.38,,0,0,0,42,1,9,,, +knellph01,1892,1,WAS,NL,9,13,22,21,17,1,0,510,156,69,4,76,74,,3.65,,11,11,0,753,1,114,,, +knellph01,1892,2,PHI,NL,5,5,11,9,7,0,0,240,87,36,0,35,43,,4.05,,7,11,0,373,2,47,,, +lubypa01,1892,1,CHN,NL,11,16,31,27,24,1,0,757,248,86,10,103,66,,3.07,,4,10,0,1118,4,157,,, +mcgilwi01,1892,1,CIN,NL,1,1,3,3,1,0,0,51,18,10,0,5,7,,5.29,,1,0,0,74,0,14,,, +mcmahsa01,1892,1,BLN,NL,19,25,48,46,44,2,1,1191,430,143,9,145,118,,3.24,,10,9,0,1774,2,260,,, +meakige01,1892,1,CHN,NL,0,1,1,1,1,0,0,27,18,11,0,2,0,,11.00,,0,0,0,47,0,14,,, +meakige01,1892,2,CIN,NL,1,1,3,3,1,0,0,41,19,13,1,9,4,,8.56,,1,2,0,71,0,18,,, +meekijo01,1892,1,LS3,NL,7,10,19,18,17,0,0,469,168,70,3,78,67,,4.03,,7,6,0,721,1,108,,, +meekijo01,1892,2,WAS,NL,3,10,14,14,13,1,0,336,112,43,2,48,58,,3.46,,6,4,0,500,0,91,,, +menefjo01,1892,1,PIT,NL,0,0,1,0,0,0,0,12,10,5,0,2,0,,11.25,,0,0,0,24,1,6,,, +mullato01,1892,1,CIN,NL,21,13,37,34,30,3,1,885,222,85,12,127,109,,2.59,,16,12,0,1246,3,131,,, +nichoki01,1892,1,BSN,NL,35,16,53,51,49,5,0,1359,404,143,15,121,192,,2.84,,24,10,0,1893,1,211,,, +pfefffr01,1892,1,LS3,NL,0,0,1,0,0,0,0,15,4,1,0,5,0,,1.80,,0,0,0,24,1,3,,, +rettgge01,1892,1,CL4,NL,1,3,6,5,3,0,0,114,32,18,2,31,12,,4.26,,5,1,0,178,1,27,,, +rettgge01,1892,2,CIN,NL,1,0,1,1,1,0,0,27,8,4,0,10,1,,4.00,,0,1,0,46,0,5,,, +rhinebi01,1892,1,CIN,NL,3,7,11,9,6,0,0,224,102,45,0,36,10,,5.42,,2,4,0,366,2,71,,, +rusieam01,1892,1,NY1,NL,32,31,65,62,59,2,0,1623,410,171,7,270,304,,2.84,,24,12,0,2314,3,290,,, +sandebe01,1892,1,LS3,NL,12,19,31,31,30,3,0,805,281,96,6,62,77,,3.22,,5,2,0,1150,0,150,,, +schmicr01,1892,1,BLN,NL,1,4,6,6,6,0,0,142,37,17,0,26,17,,3.23,,2,0,0,205,0,26,,, +sharrja01,1892,1,NY1,NL,0,0,1,0,0,0,0,6,2,1,0,1,1,,4.50,,2,0,0,9,1,1,,, +smithel01,1892,1,PIT,NL,6,7,17,13,12,1,0,402,140,54,2,58,51,,3.63,,3,1,0,601,4,94,,, +staleha01,1892,1,BSN,NL,22,10,37,35,31,3,0,899,273,101,10,97,93,,3.03,,7,3,0,1272,2,144,,, +steined01,1892,1,BRO,NL,27,16,48,42,38,6,1,1132,310,119,6,150,190,,2.84,,14,15,1,1606,6,166,,, +stephbe01,1892,1,BLN,NL,1,1,5,2,2,0,1,87,37,9,2,9,7,,2.79,,1,1,0,134,3,22,,, +stephbe01,1892,2,CIN,NL,0,1,1,1,0,0,0,21,12,1,0,4,1,,1.29,,0,0,0,37,0,3,,, +stiveja01,1892,1,BSN,NL,35,16,54,48,45,3,1,1247,346,140,12,171,180,,3.03,,15,10,0,1773,6,223,,, +stratsc01,1892,1,LS3,NL,21,19,42,40,39,2,0,1055,342,114,1,70,93,,2.92,,6,9,0,1475,2,188,,, +sullimi02,1892,1,CIN,NL,12,4,21,16,15,0,0,499,179,57,8,74,56,,3.08,,10,9,0,761,5,90,,, +tayloja01,1892,1,PHI,NL,1,0,3,3,2,0,0,78,28,4,2,10,7,,1.38,,0,0,0,116,0,19,,, +terryad01,1892,1,BLN,NL,0,1,1,1,1,0,0,27,7,4,0,7,3,,4.00,,0,0,0,41,0,7,,, +terryad01,1892,2,PIT,NL,18,7,30,26,24,2,1,720,185,67,3,106,95,,2.51,,8,8,0,1019,4,106,,, +thompwi01,1892,1,PIT,NL,0,1,1,1,0,0,0,9,3,1,0,5,0,,3.00,,0,1,0,18,0,5,,, +thornjo01,1892,1,PHI,NL,0,2,3,2,1,0,0,36,16,17,1,17,2,,12.75,,2,0,0,69,1,19,,, +vanhage01,1892,1,BLN,NL,0,0,4,0,0,0,0,44,28,15,1,7,5,,9.20,,0,0,0,79,4,17,,, +viaule01,1892,1,CL4,NL,0,1,1,1,0,0,0,3,5,4,0,1,0,,36.00,,0,0,0,9,0,5,,, +viaule01,1892,2,LS3,NL,4,11,16,15,14,1,0,392,156,58,7,56,36,,3.99,,4,0,0,604,1,86,,, +viaule01,1892,3,BSN,NL,1,0,1,1,1,0,0,27,5,0,0,4,1,,0.00,,0,0,0,36,0,1,,, +vicketo01,1892,1,BLN,NL,8,10,24,21,17,0,0,528,189,69,3,87,49,,3.53,,9,10,0,814,3,134,,, +welchmi01,1892,1,NY1,NL,0,0,1,1,0,0,0,15,11,8,0,4,1,,14.40,,0,0,0,30,0,9,,, +weyhigu01,1892,1,PHI,NL,32,21,59,49,46,6,3,1409,411,139,9,168,202,,2.66,,12,18,0,2005,10,213,,, +willito01,1892,1,CL4,NL,1,0,2,1,1,0,0,27,9,3,1,1,3,,3.00,,1,0,0,37,1,4,,, +woodcfr01,1892,1,PIT,NL,1,2,5,4,3,0,0,99,42,13,1,17,8,,3.55,,0,2,0,160,1,28,,, +youngcy01,1892,1,CL4,NL,36,12,53,49,48,9,0,1359,363,97,8,118,168,,1.93,,13,8,0,1847,4,158,,, +youngjb01,1892,1,SLN,NL,0,0,1,0,0,0,0,6,9,5,0,2,1,,22.50,,0,3,0,20,0,13,,, +abbeybe01,1893,1,CHN,NL,2,4,7,7,5,0,0,168,74,34,1,20,6,,5.46,,2,4,0,264,0,52,,, +bakerki01,1893,1,BLN,NL,3,8,15,12,8,0,0,275,138,86,5,58,26,,8.44,,6,5,0,472,3,111,,, +baldwma01,1893,1,PIT,NL,0,0,1,1,0,0,0,7,6,3,0,1,0,,11.57,,0,0,0,14,0,4,,, +baldwma01,1893,2,NY1,NL,16,20,45,39,33,2,2,994,335,151,6,141,100,,4.10,,13,12,0,1468,6,228,,, +bannoji01,1893,1,SLN,NL,0,1,1,1,0,0,0,12,10,10,1,5,1,,22.50,,0,2,0,29,0,18,,, +breitte01,1893,1,SLN,NL,19,24,48,42,38,1,1,1148,359,135,8,156,102,,3.18,,9,8,0,1655,5,197,,, +brownst01,1893,1,BLN,NL,0,0,2,0,0,0,0,27,13,6,0,5,0,,6.00,,1,1,0,46,2,8,,, +carseki01,1893,1,PHI,NL,20,15,39,35,30,1,0,955,375,170,7,124,50,,4.81,,9,19,0,1460,4,229,,, +chambel01,1893,1,CIN,NL,16,12,34,27,19,1,0,723,248,100,3,112,59,,3.73,,15,15,0,1088,7,148,,, +clarkda02,1893,1,SLN,NL,12,9,24,21,17,1,0,559,194,72,4,79,37,,3.48,,10,14,0,838,3,116,,, +clarkjo01,1893,1,CL4,NL,16,17,36,35,31,0,0,885,358,146,11,95,62,,4.45,,15,5,0,1331,1,240,,, +clausfr01,1893,1,LS3,NL,1,4,5,5,3,0,0,99,41,22,2,22,4,,6.00,,3,1,0,162,0,25,,, +clausfr01,1893,2,CHN,NL,6,2,10,9,8,0,1,228,71,26,1,39,31,,3.08,,6,5,0,340,1,46,,, +colcoto01,1893,1,PIT,NL,1,0,8,3,1,0,2,131,45,20,1,32,7,,4.12,,1,0,0,206,5,30,,, +coylebi01,1893,1,BSN,NL,0,1,2,1,0,0,0,24,14,8,1,3,2,,9.00,,0,0,0,41,1,10,,, +craneed01,1893,1,NY1,NL,2,4,10,7,4,0,0,205,84,45,2,41,11,,5.93,,3,6,0,333,3,62,,, +craneed01,1893,2,BRO,NL,0,2,2,2,1,0,0,30,19,15,2,9,5,,13.50,,1,1,0,59,0,19,,, +crossle01,1893,1,CIN,NL,0,2,3,3,2,0,0,63,24,13,3,9,7,,5.57,,2,0,0,95,0,16,,, +cuppyni01,1893,1,CL4,NL,18,10,31,30,24,0,0,731,316,121,6,75,39,,4.47,,2,10,0,1122,1,200,,, +darbyge01,1893,1,CIN,NL,1,1,4,3,2,0,0,87,41,25,2,18,6,,7.76,,1,3,0,148,1,32,,, +daubda01,1893,1,BRO,NL,6,6,12,12,12,0,0,309,104,44,3,61,25,,3.84,,6,5,0,475,0,64,,, +daviege01,1893,1,CL4,NL,0,2,3,3,1,0,0,45,28,19,1,10,3,,11.40,,5,0,0,82,0,25,,, +daviege01,1893,2,NY1,NL,1,1,5,1,1,0,0,109,41,25,1,13,7,,6.19,,1,0,0,162,4,31,,, +dolanjo01,1893,1,SLN,NL,0,1,3,1,1,0,1,52,26,8,2,7,1,,4.15,,0,1,0,85,2,22,,, +donahre01,1893,1,NY1,NL,0,0,2,0,0,0,1,15,8,5,1,3,1,,9.00,,0,2,0,28,1,10,,, +donnefr01,1893,1,CHN,NL,3,1,7,5,3,0,2,126,51,25,1,17,6,,5.36,,2,4,0,196,2,42,,, +duryeje01,1893,1,WAS,NL,4,10,17,15,9,0,0,351,182,98,8,56,20,,7.54,,7,13,0,597,2,137,,, +dwyerfr01,1893,1,CIN,NL,18,15,37,30,28,1,2,862,332,132,17,93,53,,4.13,,5,5,0,1280,7,187,,, +ehretre01,1893,1,PIT,NL,18,18,39,35,32,4,0,943,322,120,3,115,70,,3.44,,10,23,0,1390,4,203,,, +esperdu01,1893,1,WAS,NL,12,28,42,36,34,0,0,1003,442,175,14,156,78,,4.71,,6,12,0,1599,6,277,,, +fishech04,1893,1,CL4,NL,0,2,2,2,2,0,0,54,26,11,0,9,9,,5.50,,1,0,0,88,0,18,,, +foremfr01,1893,1,NY1,NL,0,1,2,1,0,0,0,17,19,17,1,10,0,,27.00,,0,1,0,47,1,17,,, +foutzda01,1893,1,BRO,NL,0,0,6,0,0,0,0,54,28,15,2,8,3,,7.50,,0,0,0,89,6,17,,, +garryji01,1893,1,BSN,NL,0,1,1,0,0,0,0,3,5,7,0,4,2,,63.00,,0,0,0,12,0,8,,, +gastrha01,1893,1,PIT,NL,3,1,9,5,3,0,0,177,74,41,3,39,12,,6.25,,2,3,0,291,4,54,,, +gastrha01,1893,2,BSN,NL,12,4,19,18,16,0,0,468,179,89,9,76,27,,5.13,,7,9,0,726,1,117,,, +germale01,1893,1,NY1,NL,8,8,20,18,14,0,0,456,162,70,6,70,35,,4.14,,6,9,0,691,2,109,,, +gleaski01,1893,1,SLN,NL,21,22,48,45,37,1,1,1141,436,195,18,187,86,,4.61,,16,10,0,1758,3,276,,, +graffjo01,1893,1,WAS,NL,0,1,2,1,1,0,0,36,21,15,2,13,4,,11.25,,0,1,0,71,1,21,,, +griffcl01,1893,1,CHN,NL,1,2,4,2,2,0,0,59,24,11,1,5,9,,5.03,,0,1,0,88,2,14,,, +gumbead01,1893,1,PIT,NL,11,7,22,20,16,2,0,488,207,93,5,78,40,,5.15,,3,5,0,771,2,119,,, +gumbebi01,1893,1,LS3,NL,0,0,1,1,0,0,0,2,2,2,0,5,0,,27.00,,0,0,0,9,0,6,,, +haddoge01,1893,1,BRO,NL,8,9,23,20,12,0,0,453,193,94,10,89,37,,5.60,,7,7,0,736,3,145,,, +hastich01,1893,1,CL4,NL,4,5,15,9,6,0,1,276,128,48,5,33,14,,4.70,,8,5,0,438,5,81,,, +hawkebi01,1893,1,SLN,NL,0,1,1,1,0,0,0,16,9,3,0,3,1,,5.06,,0,0,0,28,0,9,,, +hawkebi01,1893,2,BLN,NL,11,16,29,29,22,1,0,675,248,119,8,108,69,,4.76,,12,9,0,1031,0,175,,, +hawlepi01,1893,1,SLN,NL,5,17,31,24,21,0,1,681,249,116,5,103,73,,4.60,,9,20,0,1044,7,184,,, +hemmige01,1893,1,LS3,NL,18,17,41,32,32,1,1,996,369,188,7,175,79,,5.10,,9,15,0,1541,9,245,,, +hugheji01,1893,1,CHN,NL,0,1,2,2,1,0,0,27,14,11,0,3,4,,11.00,,0,1,0,45,0,16,,, +hutchbi01,1893,1,CHN,NL,16,24,44,40,38,2,0,1045,420,184,9,156,80,,4.75,,12,13,0,1620,3,266,,, +johnsab01,1893,1,CHN,NL,0,0,1,0,0,0,1,3,2,4,0,2,0,,36.00,,0,1,0,8,1,4,,, +jonesbu01,1893,1,CIN,NL,1,3,6,5,2,0,0,86,37,32,1,23,6,,10.05,,2,5,0,150,1,37,,, +jonesbu01,1893,2,NY1,NL,0,1,1,1,0,0,0,12,5,5,0,10,1,,11.25,,1,1,0,28,0,5,,, +keefeti01,1893,1,PHI,NL,10,7,22,22,17,0,0,534,202,87,3,80,56,,4.40,,3,13,0,822,0,131,,, +kennebr01,1893,1,BRO,NL,25,20,46,44,40,2,1,1148,376,158,15,168,107,,3.72,,12,7,0,1683,2,238,,, +killefr01,1893,1,PIT,NL,36,14,55,48,38,2,0,1245,401,168,12,140,99,,3.64,,10,15,1,1784,6,235,,, +kilroma01,1893,1,LS3,NL,3,2,5,5,5,1,0,105,57,35,2,23,4,,9.00,,2,4,0,188,0,41,,, +kingsi01,1893,1,NY1,NL,3,4,7,7,4,0,0,147,69,47,4,26,13,,8.63,,5,2,0,242,0,58,,, +kingsi01,1893,2,CIN,NL,5,6,17,15,8,1,1,315,119,57,2,56,30,,4.89,,0,7,0,493,2,69,,, +lovetto01,1893,1,BRO,NL,3,5,14,8,6,0,1,288,134,70,2,35,15,,6.56,,1,6,0,459,5,92,,, +lucidco01,1893,1,LS3,NL,0,1,2,1,0,0,0,18,10,10,0,10,0,,15.00,,1,1,0,39,1,14,,, +mauckha01,1893,1,CHN,NL,8,10,23,18,12,1,0,429,168,70,2,60,23,,4.41,,9,9,0,660,4,112,,, +maulal01,1893,1,WAS,NL,12,21,37,33,29,1,0,891,355,175,17,144,72,,5.30,,11,18,3,1396,4,254,,, +mcgilwi01,1893,1,CHN,NL,17,18,39,34,26,1,0,908,311,155,6,181,91,,4.61,,5,14,0,1402,5,206,,, +mcgingu01,1893,1,CHN,NL,2,5,13,5,3,0,0,202,85,40,2,31,13,,5.35,,4,3,0,318,6,67,,, +mcgingu01,1893,2,PHI,NL,1,3,5,4,4,1,0,112,39,18,0,17,12,,4.34,,1,2,0,168,1,20,,, +mcmahsa01,1893,1,BLN,NL,23,18,43,40,35,0,1,1039,378,168,6,156,79,,4.37,,17,9,0,1568,3,232,,, +mcnabed01,1893,1,BLN,NL,8,7,21,14,12,0,0,426,167,65,5,53,18,,4.12,,3,8,0,648,7,109,,, +meekijo01,1893,1,WAS,NL,10,15,31,28,24,1,0,735,289,135,6,140,91,,4.96,,11,7,0,1161,3,201,,, +menefjo01,1893,1,LS3,NL,8,7,15,15,14,1,0,388,150,61,3,40,30,,4.24,,5,3,0,576,0,95,,, +mullato01,1893,1,CIN,NL,6,6,15,13,11,0,1,367,130,60,4,65,24,,4.41,,8,9,0,566,2,84,,, +mullato01,1893,2,BLN,NL,12,16,34,26,23,0,1,734,277,121,4,124,71,,4.45,,21,7,1,1132,8,177,,, +nichoki01,1893,1,BSN,NL,34,14,52,44,43,1,1,1275,426,166,15,118,94,,3.52,,5,15,1,1817,7,222,,, +oconnfr01,1893,1,PHI,NL,0,0,3,1,0,0,1,12,2,5,0,9,0,,11.25,,2,0,0,23,1,5,,, +parkedo01,1893,1,CHN,NL,0,0,1,0,0,0,1,6,5,3,0,1,0,,13.50,,0,0,0,12,1,3,,, +parroto01,1893,1,CHN,NL,0,3,4,3,2,0,0,81,35,20,1,17,7,,6.67,,0,0,0,132,1,30,,, +parroto01,1893,2,CIN,NL,10,7,22,17,11,1,0,462,174,70,1,70,33,,4.09,,7,9,0,709,5,95,,, +pearsfr01,1893,1,SLN,NL,0,0,1,0,0,0,0,12,9,6,0,2,0,,13.50,,1,1,0,24,1,7,,, +pettych01,1893,1,NY1,NL,5,2,9,6,4,0,0,162,66,20,0,28,12,,3.33,,4,1,0,255,3,36,,, +quarlbi01,1893,1,BSN,NL,2,1,3,3,3,0,0,81,31,14,2,5,6,,4.67,,2,2,0,118,0,20,,, +radfopa01,1893,1,WAS,NL,0,0,1,0,0,0,0,3,2,2,2,2,1,,18.00,,0,0,0,7,1,2,,, +rhinebi01,1893,1,LS3,NL,1,4,5,5,3,0,0,93,49,30,3,19,0,,8.71,,0,3,0,163,0,37,,, +rhodebi01,1893,1,LS3,NL,5,12,20,19,17,0,0,455,244,128,10,66,22,,7.60,,1,10,0,769,1,173,,, +rusieam01,1893,1,NY1,NL,33,21,56,52,50,4,1,1446,451,173,15,218,208,,3.23,,26,16,0,2111,4,260,,, +ryanji01,1893,1,CHN,NL,0,0,1,0,0,0,0,14,3,0,0,0,1,,0.00,,0,0,0,17,1,0,,, +scheija01,1893,1,CL4,NL,1,1,2,2,2,1,0,54,15,4,0,11,1,,2.00,,1,0,0,79,0,9,,, +schmicr01,1893,1,BLN,NL,3,2,9,6,4,0,0,147,67,36,1,22,10,,6.61,,3,2,0,236,3,51,,, +schmicr01,1893,2,NY1,NL,0,2,4,4,1,0,0,62,30,17,0,17,5,,7.40,,1,2,0,110,0,25,,, +sharrge01,1893,1,BRO,NL,4,6,13,10,10,0,1,285,114,62,3,58,24,,5.87,,8,8,0,461,3,80,,, +sharrja01,1893,1,PHI,NL,4,2,12,4,2,0,0,168,53,28,1,33,11,,4.50,,1,4,0,256,7,43,,, +shawsa01,1893,1,CHN,NL,1,0,2,2,1,0,0,48,12,10,2,13,1,,5.63,,0,9,0,81,0,12,,, +sigsbse01,1893,1,NY1,NL,0,0,1,0,0,0,0,9,1,3,0,4,2,,9.00,,0,1,0,15,1,4,,, +staffjo01,1893,1,CL4,NL,0,1,2,0,0,0,0,21,12,11,1,7,4,,14.14,,0,0,0,40,1,15,,, +staleha01,1893,1,BSN,NL,18,10,36,31,23,0,0,789,344,150,22,81,61,,5.13,,10,6,0,1209,4,224,,, +steined01,1893,1,BRO,NL,19,15,37,34,28,1,0,895,294,125,4,119,81,,3.77,,17,8,0,1304,2,190,,, +stephbe01,1893,1,WAS,NL,0,6,9,6,6,0,0,191,83,41,1,31,14,,5.80,,2,4,0,306,3,58,,, +stiveja01,1893,1,BSN,NL,20,12,38,34,29,1,1,851,315,139,17,115,61,,4.41,,6,10,0,1279,4,194,,, +stockot01,1893,1,WAS,NL,2,8,11,11,7,0,0,207,111,63,4,32,12,,8.22,,2,5,0,352,0,82,,, +stratsc01,1893,1,LS3,NL,12,23,37,35,34,1,0,944,445,190,8,100,43,,5.43,,7,8,0,1484,2,253,,, +sullimi02,1893,1,CIN,NL,8,11,27,18,14,0,1,551,200,103,5,103,40,,5.05,,6,17,0,864,9,146,,, +tayloja01,1893,1,PHI,NL,10,9,25,16,14,0,1,510,187,80,8,77,41,,4.24,,2,10,0,777,9,113,,, +terryad01,1893,1,PIT,NL,12,8,26,19,14,0,0,510,177,84,5,99,52,,4.45,,6,11,0,790,6,121,,, +vicketo01,1893,1,PHI,NL,4,5,13,11,7,0,0,240,100,48,1,37,15,,5.40,,3,6,0,380,2,65,,, +virtuja01,1893,1,CL4,NL,0,0,1,0,0,0,0,15,3,1,0,3,2,,1.80,,0,0,0,21,1,3,,, +wadswja01,1893,1,BLN,NL,0,3,3,3,0,0,0,48,37,20,0,8,2,,11.25,,4,0,0,92,0,30,,, +weyhigu01,1893,1,PHI,NL,23,16,42,40,33,2,0,1036,399,182,10,145,101,,4.74,,11,20,0,1586,2,235,,, +whitrbi01,1893,1,LS3,NL,2,5,8,8,5,0,0,140,64,42,3,19,8,,8.10,,1,4,0,225,0,53,,, +willito01,1893,1,CL4,NL,1,1,5,2,2,0,0,72,33,13,1,10,6,,4.88,,2,1,0,115,3,18,,, +yostgu01,1893,1,CHN,NL,0,1,1,1,0,0,0,8,3,4,0,8,1,,13.50,,1,0,0,19,0,4,,, +youngcy01,1893,1,CL4,NL,33,16,53,46,42,1,2,1268,442,158,10,103,102,,3.36,,14,10,0,1806,7,230,,, +abbeybe01,1894,1,CHN,NL,2,7,11,11,10,0,0,276,119,53,3,37,24,,5.18,,0,3,0,424,0,74,,, +anderva01,1894,1,WAS,NL,0,2,2,2,2,0,0,42,15,11,0,6,3,,7.07,,0,1,0,62,0,12,,, +bakerki01,1894,1,BLN,NL,0,1,1,0,0,0,0,0,1,5,0,2,0,,,,0,0,0,3,0,5,,, +bannoji01,1894,1,BSN,NL,0,0,1,0,0,0,0,6,4,0,1,1,0,,0.00,,1,0,0,11,1,3,,, +blankfr01,1894,1,CIN,NL,0,1,1,1,1,0,0,24,5,4,0,9,1,,4.50,,0,0,0,37,0,4,,, +boydja01,1894,1,WAS,NL,0,3,3,3,3,0,0,57,37,18,1,14,3,,8.53,,2,1,0,107,0,35,,, +breitte01,1894,1,SLN,NL,27,23,56,50,46,1,0,1342,497,238,21,191,140,,4.79,,5,11,0,1987,4,320,,, +brownst01,1894,1,BLN,NL,4,0,9,6,3,0,0,149,59,27,3,24,8,,4.89,,2,1,0,227,2,39,,, +burkeje01,1894,1,CL4,NL,0,0,1,0,0,0,0,12,6,2,0,1,0,,4.50,,0,0,0,19,1,2,,, +burrial01,1894,1,PHI,NL,0,0,1,0,0,0,0,15,14,10,0,2,0,,18.00,,0,0,0,30,1,10,,, +callani01,1894,1,PHI,NL,1,2,9,2,1,0,2,101,64,37,3,17,9,,9.89,,1,5,0,183,4,52,,, +campki01,1894,1,CHN,NL,0,1,3,2,2,0,0,66,34,16,0,12,6,,6.55,,3,1,0,110,1,24,,, +carseki01,1894,1,PHI,NL,18,12,37,32,26,0,0,865,366,177,22,106,43,,5.52,,15,17,0,1319,4,241,,, +chambel01,1894,1,CIN,NL,10,9,23,22,18,1,0,533,220,114,10,91,57,,5.77,,11,12,0,835,1,155,,, +clarkda01,1894,1,NY1,NL,3,4,15,6,5,0,1,252,114,46,3,26,15,,4.93,,5,3,0,385,9,76,,, +clarkda02,1894,1,SLN,NL,8,17,32,32,24,1,0,700,318,165,9,117,46,,6.36,,11,11,0,1118,0,236,,, +clarkjo01,1894,1,CL4,NL,8,10,22,18,13,1,0,452,173,74,6,46,28,,4.42,,8,0,0,653,3,109,,, +clausfr01,1894,1,CHN,NL,0,1,2,2,0,0,0,13,5,7,0,5,1,,14.54,,0,0,0,22,0,7,,, +colcoto01,1894,1,PIT,NL,8,5,23,14,11,0,0,452,213,121,5,72,29,,7.23,,7,5,0,724,8,147,,, +crossle01,1894,1,CIN,NL,3,4,8,7,3,0,0,159,94,50,9,21,11,,8.49,,0,5,0,273,1,73,,, +cuppyni01,1894,1,CL4,NL,24,15,43,33,29,3,0,948,381,160,11,128,65,,4.56,,8,10,0,1429,10,246,,, +daubda01,1894,1,BRO,NL,10,12,34,27,15,0,0,672,291,152,7,91,45,,6.11,,17,18,0,1045,7,209,,, +donnefr01,1894,1,CHN,NL,0,0,1,0,0,0,0,14,6,8,0,8,1,,15.43,,0,0,0,27,0,8,,, +dwyerfr01,1894,1,CIN,NL,19,21,45,39,34,1,1,1044,471,196,26,106,49,,5.07,,9,15,0,1594,6,282,,, +eastoja01,1894,1,PIT,NL,0,1,3,1,1,0,0,59,26,9,0,4,1,,4.12,,1,3,0,90,2,16,,, +eganri01,1894,1,WAS,NL,0,0,1,0,0,0,0,15,8,6,1,2,2,,10.80,,0,0,0,24,1,6,,, +ehretre01,1894,1,PIT,NL,19,21,46,38,31,1,0,1040,441,198,12,128,102,,5.14,,5,10,0,1577,8,269,,, +elybo01,1894,1,SLN,NL,0,0,1,0,0,0,0,3,0,0,0,3,0,,0.00,,1,0,0,6,1,0,,, +esperdu01,1894,1,WAS,NL,5,10,18,14,7,0,0,348,177,96,8,39,24,,7.45,,0,2,0,552,4,132,,, +esperdu01,1894,2,BLN,NL,10,2,16,9,8,0,2,303,107,44,1,36,25,,3.92,,1,1,0,435,6,56,,, +fannija01,1894,1,PHI,NL,1,3,6,4,2,0,0,103,54,34,4,22,7,,8.91,,2,2,0,177,2,52,,, +figgefr01,1894,1,PHI,NL,0,1,1,1,1,0,0,24,12,10,1,4,2,,11.25,,0,3,0,42,0,14,,, +fishech04,1894,1,CL4,NL,0,2,3,2,0,0,0,33,22,14,0,5,0,,11.45,,1,1,0,60,1,17,,, +fishech04,1894,2,CIN,NL,2,8,12,12,11,0,0,300,153,83,4,46,17,,7.47,,3,1,0,488,0,123,,, +flynnca01,1894,1,CIN,NL,0,2,2,1,0,0,0,23,16,15,4,10,4,,17.61,,0,1,0,49,1,15,,, +fournhe01,1894,1,CIN,NL,1,3,6,4,4,0,0,135,71,27,4,20,5,,5.40,,1,2,0,223,2,51,,, +foutzda01,1894,1,BRO,NL,0,0,1,0,0,0,0,6,4,3,0,1,0,,13.50,,1,0,0,11,1,3,,, +frankch01,1894,1,SLN,NL,0,0,2,0,0,0,0,9,6,5,1,7,1,,15.00,,0,0,0,22,2,5,,, +gastrha01,1894,1,BRO,NL,2,6,16,8,6,1,2,279,135,66,1,55,20,,6.39,,2,6,0,464,7,85,,, +germale01,1894,1,NY1,NL,9,8,24,16,11,0,1,429,186,88,7,68,21,,5.54,,4,10,0,676,5,139,,, +gleaski01,1894,1,SLN,NL,2,6,8,8,6,0,0,174,75,39,2,21,9,,6.05,,1,3,0,266,0,50,,, +gleaski01,1894,2,BLN,NL,15,5,21,20,19,0,0,516,224,85,3,44,35,,4.45,,3,3,0,766,1,111,,, +griffcl01,1894,1,CHN,NL,21,14,36,30,28,0,0,784,328,143,12,85,71,,4.92,,5,14,0,1180,6,193,,, +grifffr01,1894,1,CL4,NL,1,2,7,6,3,0,0,127,64,47,5,37,15,,9.99,,4,9,0,232,0,62,,, +gumbead01,1894,1,PIT,NL,15,14,38,32,26,0,0,813,376,182,14,85,67,,6.04,,2,6,0,1247,5,245,,, +haddoge01,1894,1,PHI,NL,4,3,10,7,5,0,0,168,63,36,0,34,7,,5.79,,2,1,0,259,3,46,,, +haddoge01,1894,2,WAS,NL,0,4,4,4,4,0,0,87,50,28,2,17,1,,8.69,,5,1,0,152,0,40,,, +harpege01,1894,1,PHI,NL,6,6,12,9,7,0,0,259,128,51,3,49,24,,5.32,,5,2,0,428,3,84,,, +hawkebi01,1894,1,BLN,NL,16,9,32,25,17,0,3,618,264,133,9,78,68,,5.81,,2,12,0,947,7,174,,, +hawlepi01,1894,1,SLN,NL,19,27,53,41,36,0,0,1178,481,214,14,149,120,,4.90,,21,21,0,1782,10,306,,, +hawlesc01,1894,1,BSN,NL,0,1,1,1,1,0,0,21,10,6,0,7,1,,7.71,,1,2,0,39,0,6,,, +hemmige01,1894,1,LS3,NL,13,19,35,32,32,1,1,883,358,143,7,133,66,,4.37,,5,9,0,1348,3,213,,, +hemmige01,1894,2,BLN,NL,4,0,6,6,4,0,0,136,48,18,0,26,4,,3.57,,1,2,0,207,0,22,,, +hodsoge01,1894,1,BSN,NL,4,4,12,11,8,0,0,222,103,48,4,35,12,,5.84,,5,5,0,356,1,66,,, +horneja01,1894,1,BLN,NL,0,1,2,1,1,0,1,33,15,11,0,7,2,,9.00,,3,1,0,55,1,12,,, +hutchbi01,1894,1,CHN,NL,14,16,37,34,28,0,0,837,374,187,9,140,60,,6.03,,6,17,0,1334,3,257,,, +inksbe01,1894,1,BLN,NL,9,4,22,14,10,0,1,399,181,82,4,54,30,,5.55,,4,11,0,629,7,108,,, +inksbe01,1894,2,LS3,NL,2,6,8,8,8,0,0,179,87,43,2,34,8,,6.49,,0,1,0,294,0,70,,, +johnsjo01,1894,1,PHI,NL,1,1,4,3,2,0,0,98,44,22,3,15,10,,6.06,,2,1,0,154,1,30,,, +jonesal01,1894,1,PHI,NL,1,0,1,1,1,0,0,27,10,2,0,0,2,,2.00,,0,0,0,36,0,4,,, +jordaha01,1894,1,PIT,NL,1,0,1,1,1,0,0,27,10,4,0,2,1,,4.00,,0,1,0,39,0,7,,, +kennebr01,1894,1,BRO,NL,24,20,48,41,34,0,2,1082,445,197,15,149,107,,4.92,,21,11,0,1644,7,291,,, +killefr01,1894,1,PIT,NL,14,11,28,28,20,1,0,612,261,102,3,86,62,,4.50,,2,5,0,939,0,148,,, +kilroma01,1894,1,LS3,NL,0,5,8,7,3,0,0,111,46,16,2,20,11,,3.89,,1,2,0,175,1,34,,, +knausfr01,1894,1,CL4,NL,0,1,2,2,1,0,0,33,7,7,0,14,2,,5.73,,2,3,0,56,0,9,,, +knellph01,1894,1,PIT,NL,0,0,1,0,0,0,0,21,11,9,0,6,0,,11.57,,1,1,0,38,1,9,,, +knellph01,1894,2,LS3,NL,7,21,32,28,25,0,0,741,330,146,8,104,67,,5.32,,13,14,0,1159,4,237,,, +korwaji01,1894,1,BRO,NL,0,0,1,0,0,0,0,15,9,8,1,5,2,,14.40,,1,0,0,28,1,14,,, +lampehe01,1894,1,BSN,NL,0,1,2,1,0,0,0,16,17,7,5,7,1,,11.81,,1,0,0,39,1,19,,, +lovetto01,1894,1,BSN,NL,8,6,15,13,10,0,0,312,155,69,12,36,23,,5.97,,2,3,0,493,2,96,,, +lucidco01,1894,1,BRO,NL,5,3,10,9,7,0,0,214,87,52,6,44,15,,6.56,,7,9,0,345,1,68,,, +lukenal01,1894,1,PHI,NL,0,1,3,2,1,0,0,45,26,17,0,10,0,,10.20,,0,3,0,82,1,22,,, +lystobi01,1894,1,CL4,NL,0,0,1,1,0,0,0,11,5,4,1,4,0,,9.82,,0,0,0,20,0,6,,, +malarjo01,1894,1,WAS,NL,2,1,3,3,3,0,0,78,42,12,1,5,3,,4.15,,1,0,0,122,0,22,,, +masoner01,1894,1,SLN,NL,0,3,4,2,2,0,0,68,34,18,1,10,3,,7.15,,0,0,0,109,1,29,,, +maulal01,1894,1,WAS,NL,11,15,28,26,21,0,0,605,272,134,12,73,34,,5.98,,7,10,0,936,2,200,,, +mccarto01,1894,1,BSN,NL,0,0,1,0,0,0,0,6,1,1,0,3,0,,4.50,,1,0,0,10,1,1,,, +mcgilwi01,1894,1,CHN,NL,7,19,27,23,22,0,0,624,272,135,2,117,58,,5.84,,6,10,0,998,3,195,,, +mcgui01,1894,1,CIN,NL,0,0,1,0,0,0,0,18,15,7,0,5,1,,10.50,,0,0,0,37,1,9,,, +mcmahsa01,1894,1,BLN,NL,25,8,35,33,26,0,0,827,317,129,7,111,60,,4.21,,5,9,0,1231,2,175,,, +meekijo01,1894,1,NY1,NL,33,9,53,49,41,1,2,1254,414,172,13,176,137,,3.70,,22,11,0,1805,4,240,,, +menefjo01,1894,1,LS3,NL,8,17,28,24,20,1,0,635,258,101,4,50,43,,4.29,,3,9,0,927,4,153,,, +menefjo01,1894,2,PIT,NL,5,8,13,13,13,0,0,335,159,67,3,39,33,,5.40,,1,2,0,522,0,95,,, +mercewi01,1894,1,WAS,NL,17,23,50,39,30,0,3,1018,445,145,9,126,72,,3.85,,11,14,0,1562,10,285,,, +mullato01,1894,1,BLN,NL,6,9,21,15,9,0,4,368,155,86,4,90,43,,6.31,,10,7,0,605,6,117,,, +mullato01,1894,2,CL4,NL,1,2,4,4,3,0,0,99,46,28,3,10,3,,7.64,,2,0,0,151,0,35,,, +nichoki01,1894,1,BSN,NL,32,13,50,46,40,3,0,1221,488,215,23,121,113,,4.75,,14,9,0,1790,4,308,,, +nicolge01,1894,1,PIT,NL,3,4,9,5,3,0,0,139,58,32,2,39,13,,6.22,,1,5,0,235,3,38,,, +nicolge01,1894,2,LS3,NL,0,1,2,2,2,0,0,51,35,26,4,16,4,,13.76,,0,1,0,101,0,35,,, +parroto01,1894,1,CIN,NL,17,19,41,36,31,1,1,926,402,192,19,126,61,,5.60,,8,11,0,1428,5,268,,, +peitzhe01,1894,1,SLN,NL,0,0,1,0,0,0,0,9,7,3,0,2,0,,9.00,,0,1,0,19,1,7,,, +peppeha01,1894,1,LS3,NL,0,1,2,1,0,0,0,24,10,6,0,4,0,,6.75,,0,0,0,37,1,7,,, +pettych01,1894,1,WAS,NL,3,8,16,12,8,0,0,309,156,64,4,32,14,,5.59,,4,9,0,494,2,114,,, +pettych01,1894,2,CL4,NL,0,2,4,3,2,0,0,81,42,26,4,14,4,,8.67,,0,3,0,137,1,37,,, +pfannbi01,1894,1,CIN,NL,0,1,1,1,0,0,0,9,10,9,1,4,0,,27.00,,0,0,0,23,0,10,,, +pfefffr01,1894,1,LS3,NL,0,0,1,0,0,0,0,21,8,2,0,6,0,,2.57,,0,1,0,35,1,6,,, +rusieam01,1894,1,NY1,NL,36,13,54,50,45,3,1,1332,426,137,10,200,195,,2.78,,10,5,0,1910,4,228,,, +scheija01,1894,1,PHI,NL,0,1,1,1,0,0,0,1,6,7,0,2,0,,189.00,,0,1,0,10,0,10,,, +sharrge01,1894,1,BRO,NL,0,1,3,3,2,0,0,54,24,18,0,10,7,,9.00,,3,3,2,89,0,21,,, +smithel01,1894,1,PIT,NL,0,0,1,0,0,0,0,12,6,2,0,1,0,,4.50,,1,1,0,20,0,2,,, +smithto02,1894,1,BSN,NL,0,0,2,0,0,0,1,18,8,10,2,6,2,,15.00,,1,4,0,35,2,14,,, +sommean01,1894,1,BRO,NL,0,1,1,1,0,0,0,1,1,6,0,5,0,,162.00,,1,0,0,7,0,6,,, +staleha01,1894,1,BSN,NL,12,10,27,21,18,0,1,626,305,158,15,61,32,,6.81,,4,5,0,972,6,204,,, +steined01,1894,1,BRO,NL,26,14,44,40,37,2,1,1050,388,180,10,170,84,,4.63,,17,14,0,1580,4,261,,, +stephbe01,1894,1,WAS,NL,0,0,3,2,1,0,0,33,19,6,1,8,1,,4.91,,0,1,0,60,0,16,,, +stiveja01,1894,1,BSN,NL,26,14,45,39,30,0,0,1014,429,184,27,127,76,,4.90,,11,13,0,1542,6,278,,, +stockot01,1894,1,WAS,NL,5,9,18,14,11,0,0,352,176,66,10,42,10,,5.06,,6,14,0,570,4,115,,, +stratsc01,1894,1,LS3,NL,1,5,7,5,4,0,0,129,72,40,3,13,3,,8.37,,1,3,0,212,1,50,,, +stratsc01,1894,2,CHN,NL,8,5,16,13,12,0,0,385,205,84,5,42,24,,5.89,,4,3,0,620,3,131,,, +stultge01,1894,1,BSN,NL,1,0,1,1,1,0,0,27,4,0,0,5,1,,0.00,,0,0,0,35,0,2,,, +sullimi02,1894,1,WAS,NL,2,10,20,12,11,0,1,353,166,86,10,74,21,,6.58,,8,8,0,587,7,134,,, +sullimi02,1894,2,CL4,NL,6,5,13,11,9,0,0,272,128,64,4,47,19,,6.35,,7,3,0,439,1,82,,, +tanneje01,1894,1,CIN,NL,1,1,5,2,1,0,1,87,37,23,1,16,7,,7.14,,0,1,0,138,3,30,,, +tayloja01,1894,1,PHI,NL,23,13,41,34,31,1,1,894,347,135,13,96,76,,4.08,,5,17,0,1318,5,201,,, +terryad01,1894,1,PIT,NL,0,1,1,1,0,0,0,2,2,5,0,4,0,,67.50,,0,0,0,8,0,5,,, +terryad01,1894,2,CHN,NL,5,11,23,21,16,0,0,490,232,106,12,123,39,,5.84,,14,16,1,841,2,191,,, +thomato01,1894,1,CL4,NL,0,0,1,0,0,0,1,1,0,1,0,2,0,,27.00,,0,0,0,3,1,1,,, +turnetu01,1894,1,PHI,NL,0,0,1,0,0,0,0,18,9,5,1,2,3,,7.50,,0,1,0,29,1,5,,, +twitcla01,1894,1,LS3,NL,0,0,1,0,0,0,0,9,5,2,1,1,0,,6.00,,0,0,0,15,1,2,,, +underfr01,1894,1,BRO,NL,2,4,7,6,5,0,0,141,80,41,1,30,10,,7.85,,1,2,0,247,1,62,,, +virtuja01,1894,1,CL4,NL,0,0,1,0,0,0,0,0,0,0,0,1,0,,,,0,0,0,1,0,0,,, +wadswja01,1894,1,LS3,NL,4,18,22,22,20,0,0,519,261,146,10,103,57,,7.60,,13,4,0,866,0,204,,, +wallabo01,1894,1,CL4,NL,2,1,4,3,2,0,0,78,28,15,1,20,10,,5.19,,4,1,0,124,1,25,,, +westehu01,1894,1,NY1,NL,7,10,23,18,11,1,0,423,170,79,4,76,35,,5.04,,12,5,0,657,4,118,,, +westfr01,1894,1,BSN,NL,0,0,1,0,0,0,0,9,5,3,0,2,1,,9.00,,0,0,0,16,1,5,,, +weyhigu01,1894,1,PHI,NL,16,14,40,36,26,2,1,837,379,177,12,120,83,,5.71,,5,15,0,1317,4,224,,, +whitrbi01,1894,1,LS3,NL,0,1,1,1,0,0,0,12,8,4,0,2,0,,9.00,,0,0,0,22,0,8,,, +whitrbi01,1894,2,CIN,NL,2,6,11,9,9,0,0,238,122,55,7,46,10,,6.24,,3,8,0,404,2,88,,, +wynnebi01,1894,1,WAS,NL,0,1,1,1,1,0,0,24,10,6,0,8,2,,6.75,,2,2,0,43,0,11,,, +youngcy01,1894,1,CL4,NL,26,21,52,47,44,2,1,1226,488,179,19,106,108,,3.94,,4,6,0,1777,5,265,,, +abbeybe01,1895,1,CHN,NL,0,1,1,1,1,0,0,24,10,4,0,2,3,,4.50,,0,1,0,36,0,8,,, +abbeybe01,1895,2,BRO,NL,5,2,8,6,5,0,0,156,66,25,0,9,14,,4.33,,2,3,0,229,2,34,,, +anderva01,1895,1,WAS,NL,9,16,29,25,18,0,0,614,288,134,13,97,35,,5.89,,1,10,0,988,3,199,,, +baileki01,1895,1,CIN,NL,1,0,1,1,1,0,0,24,13,5,0,0,0,,5.63,,1,1,0,37,0,8,,, +banksbi01,1895,1,BSN,NL,1,0,1,1,1,0,0,21,7,0,0,4,4,,0.00,,0,0,0,31,0,2,,, +bannoji01,1895,1,BSN,NL,0,0,1,0,0,0,0,9,4,2,0,2,1,,6.00,,0,0,0,15,1,2,,, +beamer01,1895,1,PHI,NL,0,2,9,1,1,0,3,74,33,31,1,25,3,,11.31,,5,1,0,130,8,33,,, +borchge01,1895,1,LS3,NL,0,1,1,1,0,0,0,2,1,2,0,3,0,,27.00,,1,0,0,6,0,2,,, +boswean01,1895,1,NY1,NL,2,2,5,4,3,0,0,102,41,22,1,22,18,,5.82,,3,3,0,165,1,35,,, +boswean01,1895,2,WAS,NL,1,2,6,3,3,0,0,90,44,20,1,19,12,,6.00,,4,2,0,152,3,32,,, +boydja01,1895,1,WAS,NL,2,11,15,13,8,0,0,278,132,70,1,40,18,,6.80,,3,10,0,451,2,95,,, +breitte01,1895,1,SLN,NL,19,30,55,51,47,1,1,1316,468,213,16,182,131,,4.37,,4,14,0,1936,4,299,,, +buckied01,1895,1,WAS,NL,0,0,1,1,0,0,0,9,6,2,0,2,1,,6.00,,0,0,0,17,0,5,,, +carseki01,1895,1,PHI,NL,24,16,44,40,35,0,1,1027,460,187,14,118,64,,4.92,,13,21,0,1591,4,274,,, +childbi01,1895,1,LS3,NL,0,0,1,0,0,0,0,0,2,6,0,5,0,,,,3,0,0,7,0,6,,, +clarkda01,1895,1,NY1,NL,18,15,37,30,27,1,1,845,336,106,5,60,67,,3.39,,3,11,0,1223,6,174,,, +clarkda02,1895,1,SLN,NL,1,6,7,7,7,0,0,183,91,50,7,26,9,,7.38,,4,2,0,296,0,66,,, +clarkda02,1895,2,BLN,NL,12,3,20,14,10,0,0,426,169,61,5,64,23,,3.87,,5,4,0,649,6,84,,, +colcoto01,1895,1,PIT,NL,1,1,7,6,3,0,0,130,54,32,3,21,16,,6.65,,6,5,0,206,1,49,,, +colemjo03,1895,1,SLN,NL,0,1,1,1,1,0,0,24,12,12,1,8,5,,13.50,,1,1,0,44,0,15,,, +corbejo01,1895,1,WAS,NL,0,2,3,3,3,0,0,57,26,12,3,9,3,,5.68,,0,2,0,92,0,22,,, +cronija01,1895,1,BRO,NL,0,0,2,0,0,0,2,15,10,6,0,3,1,,10.80,,0,0,0,27,2,8,,, +cunnibe01,1895,1,LS3,NL,11,16,31,28,24,1,0,693,299,122,6,104,49,,4.75,,5,5,0,1078,3,185,,, +cuppyni01,1895,1,CL4,NL,26,14,47,40,36,1,2,1059,384,139,9,95,91,,3.54,,8,8,1,1510,6,210,,, +daubda01,1895,1,BRO,NL,10,10,25,21,16,0,0,554,212,88,5,51,36,,4.29,,5,11,0,809,4,134,,, +dohened01,1895,1,NY1,NL,0,3,3,3,3,0,0,77,37,19,2,19,9,,6.66,,3,3,0,133,0,29,,, +dolanco01,1895,1,BSN,NL,10,7,25,21,18,3,1,595,215,94,11,67,47,,4.27,,5,14,0,871,2,142,,, +dolanjo01,1895,1,CHN,NL,0,1,2,2,1,0,0,33,16,8,0,6,1,,6.55,,0,1,0,55,0,12,,, +donahre01,1895,1,SLN,NL,0,1,1,1,1,0,0,24,9,6,2,3,2,,6.75,,0,1,0,36,0,6,,, +dwyerfr01,1895,1,CIN,NL,18,15,37,31,23,2,0,841,355,132,10,74,46,,4.24,,7,14,0,1256,6,191,,, +ehretre01,1895,1,SLN,NL,6,19,37,32,18,0,0,695,360,155,11,88,55,,6.02,,7,10,0,1130,5,223,,, +esperdu01,1895,1,BLN,NL,10,12,34,25,16,1,1,655,248,95,2,79,39,,3.92,,4,0,0,960,9,132,,, +forembr01,1895,1,PIT,NL,8,6,19,16,12,0,2,419,131,50,0,64,54,,3.22,,4,19,0,619,3,83,,, +foremfr01,1895,1,CIN,NL,11,14,32,27,19,0,1,657,253,100,11,92,55,,4.11,,3,15,0,995,5,142,,, +frienda01,1895,1,CHN,NL,2,2,5,5,5,0,0,123,50,24,5,14,10,,5.27,,1,3,0,186,0,27,,, +gannogu01,1895,1,PIT,NL,0,0,1,0,0,0,0,15,7,1,0,2,0,,1.80,,0,0,0,23,1,4,,, +gardnji01,1895,1,PIT,NL,8,2,11,10,8,0,0,256,99,25,1,27,31,,2.64,,1,6,0,379,0,53,,, +germale01,1895,1,NY1,NL,7,11,25,18,16,0,0,535,243,118,7,78,36,,5.96,,4,9,1,847,7,159,,, +gettito01,1895,1,LS3,NL,0,0,2,0,0,0,0,19,13,5,1,1,0,,7.11,,0,0,0,32,1,7,,, +gilrojo01,1895,1,WAS,NL,1,4,8,4,2,0,0,124,63,30,3,24,2,,6.53,,2,4,0,211,3,48,,, +gleaski01,1895,1,BLN,NL,2,4,9,5,3,0,1,151,77,39,4,21,6,,6.97,,1,3,0,247,4,51,,, +griffcl01,1895,1,CHN,NL,26,14,42,41,39,0,0,1059,434,154,11,91,79,,3.93,,7,22,0,1570,1,228,,, +gumbead01,1895,1,BRO,NL,11,16,33,26,20,0,1,702,288,132,11,69,45,,5.08,,4,12,0,1047,7,183,,, +hartbi01,1895,1,PIT,NL,14,17,36,29,24,0,1,785,293,138,4,135,85,,4.75,,9,15,0,1201,7,186,,, +hawlepi01,1895,1,PIT,NL,31,22,56,50,44,4,1,1333,449,157,7,122,142,,3.18,,10,33,0,1892,5,242,,, +hemmige01,1895,1,BLN,NL,20,13,34,31,26,1,0,787,288,118,10,96,43,,4.05,,4,6,0,1150,1,155,,, +hewitja01,1895,1,PIT,NL,1,0,4,2,1,0,2,39,13,6,0,2,4,,4.15,,0,1,0,54,2,6,,, +hodsoge01,1895,1,PHI,NL,1,2,4,2,1,0,0,51,27,18,4,9,6,,9.53,,0,0,0,85,1,23,,, +hoffebi01,1895,1,BLN,NL,31,6,41,38,32,4,0,942,296,112,9,124,80,,3.21,,3,19,0,1349,3,146,,, +holmedu01,1895,1,LS3,NL,1,0,2,1,1,0,0,42,16,9,1,4,0,,5.79,,3,1,0,62,1,11,,, +hutchbi01,1895,1,CHN,NL,13,21,38,35,30,2,0,873,371,153,13,129,85,,4.73,,14,13,0,1356,3,218,,, +inksbe01,1895,1,LS3,NL,7,20,28,27,21,0,0,616,294,146,3,78,42,,6.40,,4,15,0,982,1,197,,, +jordaha01,1895,1,PIT,NL,0,2,2,2,2,0,0,51,24,8,0,6,4,,4.24,,2,1,0,80,0,15,,, +kennebr01,1895,1,BRO,NL,19,12,40,34,27,2,1,866,341,162,14,95,41,,5.05,,7,7,0,1280,6,199,,, +killefr01,1895,1,PIT,NL,5,5,13,11,6,0,0,285,113,58,2,57,25,,5.49,,3,1,0,446,2,77,,, +kissibi01,1895,1,BLN,NL,1,0,2,2,1,0,0,34,18,5,0,2,3,,3.97,,0,0,0,53,0,11,,, +kissibi01,1895,2,SLN,NL,4,12,24,14,9,0,0,422,222,105,8,51,31,,6.72,,3,8,0,689,10,145,,, +klingbi01,1895,1,LS3,NL,0,0,1,0,0,0,0,3,0,0,0,1,0,,0.00,,0,0,0,4,1,0,,, +knausfr01,1895,1,NY1,NL,0,0,1,1,0,0,0,11,9,7,0,2,1,,17.18,,1,0,0,22,0,7,,, +knellph01,1895,1,LS3,NL,0,6,10,6,3,0,0,170,75,41,3,21,19,,6.51,,1,6,0,266,3,66,,, +knellph01,1895,2,CL4,NL,7,5,20,13,9,0,0,350,149,70,7,53,30,,5.40,,9,6,0,546,6,100,,, +lampehe01,1895,1,PHI,NL,0,2,7,3,2,0,0,132,68,37,3,33,18,,7.57,,4,1,0,230,4,54,,, +lubypa01,1895,1,LS3,NL,1,5,11,6,5,0,0,214,115,54,5,19,12,,6.81,,4,7,0,348,4,90,,, +lucidco01,1895,1,BRO,NL,10,7,21,19,12,2,0,411,164,84,4,72,24,,5.52,,3,7,0,640,2,113,,, +lucidco01,1895,2,PHI,NL,6,3,10,10,7,1,0,209,80,46,3,35,19,,5.94,,1,9,0,326,0,56,,, +malarjo01,1895,1,WAS,NL,0,8,22,8,5,0,2,302,135,67,3,60,32,,5.99,,6,8,0,495,12,113,,, +maulal01,1895,1,WAS,NL,10,5,16,16,14,0,0,407,136,37,5,37,34,,2.45,,2,3,0,569,0,67,,, +mccreto01,1895,1,LS3,NL,3,1,8,4,3,1,1,146,51,29,0,38,14,,5.36,,3,5,0,235,4,40,,, +mcdermi02,1895,1,LS3,NL,4,19,33,26,18,0,0,622,258,138,8,103,42,,5.99,,16,11,1,973,6,203,,, +mcdoude01,1895,1,SLN,NL,3,10,18,14,10,0,0,344,187,106,11,46,23,,8.32,,1,10,0,575,4,146,,, +mcdousa01,1895,1,BRO,NL,0,0,1,0,0,0,1,9,3,4,0,5,2,,12.00,,0,0,0,17,1,4,,, +mcfarda01,1895,1,LS3,NL,0,7,7,7,6,0,0,138,80,34,4,15,10,,6.65,,0,5,0,233,0,56,,, +mcfarmo01,1895,1,CHN,NL,2,0,2,2,2,0,0,42,21,8,0,5,5,,5.14,,1,0,0,67,0,11,,, +mcgilwi01,1895,1,PHI,NL,10,8,20,20,13,0,0,438,177,90,2,81,70,,5.55,,1,4,0,685,0,122,,, +mcjamdo01,1895,1,WAS,NL,1,1,2,2,2,0,0,51,17,3,0,16,9,,1.59,,1,0,0,82,0,11,,, +mcmahsa01,1895,1,BLN,NL,10,4,15,15,15,4,0,367,110,40,1,32,37,,2.94,,3,4,0,501,0,54,,, +meakige01,1895,1,LS3,NL,1,0,1,1,1,0,0,21,7,2,0,4,2,,2.57,,0,0,0,31,0,2,,, +meekijo01,1895,1,NY1,NL,16,11,29,29,24,1,0,677,296,133,10,73,76,,5.30,,8,9,0,1032,0,170,,, +menefjo01,1895,1,PIT,NL,0,1,2,1,0,0,0,5,2,3,0,7,0,,16.20,,0,1,0,15,1,8,,, +mercewi01,1895,1,WAS,NL,13,23,44,38,32,0,2,940,432,154,17,96,85,,4.42,,2,18,0,1454,6,281,,, +molesca01,1895,1,WAS,NL,0,2,4,3,1,0,0,48,33,26,1,15,7,,14.63,,2,4,0,98,1,34,,, +moransa01,1895,1,PIT,NL,2,4,10,6,6,0,0,188,78,52,2,51,19,,7.47,,7,3,0,314,4,63,,, +nichoki01,1895,1,BSN,NL,27,16,48,43,43,1,2,1172,434,148,15,90,148,,3.41,,11,5,0,1661,5,222,,, +orthal01,1895,1,PHI,NL,8,1,11,10,9,0,1,264,103,38,0,22,25,,3.89,,1,2,0,382,1,50,,, +parkedo01,1895,1,CHN,NL,4,2,7,6,5,1,0,154,65,21,1,9,9,,3.68,,0,3,0,226,1,30,,, +parroto01,1895,1,CIN,NL,11,18,41,31,23,0,3,790,382,160,8,76,57,,5.47,,4,5,0,1226,10,228,,, +phillbi02,1895,1,CIN,NL,6,7,18,9,6,0,2,327,126,73,6,44,15,,6.03,,3,7,0,493,9,90,,, +pondar01,1895,1,BLN,NL,0,1,6,1,1,0,2,41,10,9,0,12,13,,5.93,,3,1,0,63,4,13,,, +purneos01,1895,1,WAS,NL,0,0,1,0,0,0,0,6,4,2,1,3,0,,9.00,,0,0,0,13,1,2,,, +rhinebi01,1895,1,CIN,NL,19,10,38,33,25,0,0,803,322,143,4,76,72,,4.81,,9,21,0,1195,5,195,,, +rusieam01,1895,1,NY1,NL,23,23,49,47,42,4,0,1180,384,163,9,159,201,,3.73,,10,7,0,1690,2,248,,, +sextofr01,1895,1,BSN,NL,1,5,7,5,4,0,0,147,59,31,2,22,14,,5.69,,3,2,0,225,2,39,,, +smithto02,1895,1,PHI,NL,2,3,11,7,4,0,0,204,76,52,1,53,21,,6.88,,7,7,1,333,4,67,,, +staleha01,1895,1,SLN,NL,6,13,23,16,13,0,0,476,223,92,8,39,28,,5.22,,0,2,0,724,7,136,,, +steined01,1895,1,BRO,NL,15,13,32,27,24,1,1,766,282,134,8,93,55,,4.72,,15,6,0,1121,5,163,,, +stiveja01,1895,1,BSN,NL,17,17,38,34,30,0,0,873,341,150,15,89,111,,4.64,,6,12,0,1285,4,219,,, +stockot01,1895,1,WAS,NL,6,11,20,17,11,0,1,408,199,92,7,52,23,,6.09,,1,8,0,653,3,143,,, +stockot01,1895,2,BSN,NL,2,2,4,4,1,0,0,69,31,15,2,8,2,,5.87,,1,0,0,106,0,22,,, +stratsc01,1895,1,CHN,NL,2,3,5,5,3,0,0,90,51,32,1,14,4,,9.60,,0,4,0,156,0,42,,, +sulliji01,1895,1,BSN,NL,11,9,21,19,16,0,0,535,231,94,10,58,45,,4.74,,4,16,0,822,2,133,,, +sullimi02,1895,1,CL4,NL,1,2,4,3,2,0,0,93,42,29,1,16,5,,8.42,,3,1,0,149,1,34,,, +tayloja01,1895,1,PHI,NL,26,14,41,37,33,1,1,1005,403,167,7,83,93,,4.49,,4,15,0,1472,3,233,,, +terryad01,1895,1,CHN,NL,21,14,38,34,31,0,0,934,346,166,4,131,88,,4.80,,7,17,0,1396,4,228,,, +thornwa01,1895,1,CHN,NL,2,0,7,2,2,0,1,120,58,27,3,31,13,,6.08,,4,5,0,210,5,50,,, +vanhage01,1895,1,NY1,NL,0,0,1,0,0,0,0,15,13,7,0,2,1,,12.60,,0,2,0,31,1,12,,, +wadswja01,1895,1,LS3,NL,0,1,2,0,0,0,0,27,24,16,0,7,2,,16.00,,3,0,0,57,1,20,,, +wallabo01,1895,1,CL4,NL,12,14,30,28,22,1,1,686,271,104,3,87,63,,4.09,,9,8,0,1029,2,166,,, +weyhigu01,1895,1,PHI,NL,0,2,2,2,0,0,0,27,23,20,0,13,5,,20.00,,2,0,0,62,0,22,,, +weyhigu01,1895,2,PIT,NL,1,0,1,1,1,0,0,27,10,1,0,5,3,,1.00,,0,0,0,41,0,7,,, +weyhigu01,1895,3,LS3,NL,7,19,28,25,22,1,0,639,285,128,9,66,53,,5.41,,5,8,0,976,3,205,,, +whitede02,1895,1,PHI,NL,1,0,3,1,1,0,1,52,17,19,1,13,6,,9.87,,3,2,0,82,2,23,,, +wilsoze01,1895,1,BSN,NL,2,4,6,6,4,0,0,135,54,26,1,27,5,,5.20,,1,0,0,211,0,48,,, +wilsoze01,1895,2,CL4,NL,3,1,9,8,4,0,0,158,75,25,4,24,20,,4.27,,1,2,0,254,1,38,,, +wrighda01,1895,1,PIT,NL,0,0,1,0,0,0,0,6,6,6,0,1,0,,27.00,,2,0,0,13,1,6,,, +youngcy01,1895,1,CL4,NL,35,10,47,40,36,4,0,1109,363,134,10,75,121,,3.26,,6,8,0,1518,7,177,,, +abbeybe01,1896,1,BRO,NL,8,8,25,18,12,0,0,493,210,94,7,48,37,,5.15,,3,9,0,739,7,135,,, +abbeych01,1896,1,WAS,NL,0,0,1,0,0,0,0,6,6,1,0,0,0,,4.50,,1,0,0,12,1,3,,, +anderva01,1896,1,WAS,NL,0,1,2,2,1,0,0,27,23,13,0,3,0,,13.00,,1,0,0,52,0,16,,, +banksbi01,1896,1,BSN,NL,0,3,4,3,2,0,0,69,42,27,2,13,6,,10.57,,0,2,0,123,0,31,,, +bowency01,1896,1,NY1,NL,0,1,2,1,1,0,0,36,12,8,0,9,3,,6.00,,1,3,0,58,1,13,,, +boydja01,1896,1,WAS,NL,1,2,4,2,2,0,0,96,45,24,0,15,6,,6.75,,0,6,0,158,2,34,,, +breitte01,1896,1,SLN,NL,18,26,44,43,37,1,0,1019,376,169,12,138,114,,4.48,,4,5,0,1494,1,236,,, +briggbu01,1896,1,CHN,NL,12,8,26,21,19,0,1,582,202,93,6,108,84,,4.31,,6,15,0,882,4,129,,, +campfsa01,1896,1,NY1,NL,1,1,6,2,2,0,0,81,31,12,1,6,6,,4.00,,0,2,0,117,4,15,,, +carseki01,1896,1,PHI,NL,11,11,27,21,18,1,1,562,273,117,4,72,36,,5.62,,6,9,0,892,6,164,,, +chambel01,1896,1,CL4,NL,0,1,2,2,1,0,0,33,21,9,0,5,2,,7.36,,0,1,0,59,0,12,,, +clarkda01,1896,1,NY1,NL,17,24,48,40,33,1,1,1053,431,166,9,60,66,,4.26,,13,11,0,1510,8,246,,, +clarkda02,1896,1,BLN,NL,4,2,7,4,3,0,0,141,72,26,1,18,7,,4.98,,2,2,0,227,3,40,,, +clausfr01,1896,1,LS3,NL,0,2,2,2,1,0,0,33,17,8,1,6,4,,6.55,,0,3,0,58,0,13,,, +corbejo01,1896,1,BLN,NL,3,0,8,3,3,0,1,123,31,10,0,17,28,,2.20,,1,5,0,171,5,17,,, +cunnibe01,1896,1,LS3,NL,7,14,27,20,17,0,1,568,242,107,6,74,37,,5.09,,5,17,0,876,5,168,,, +cuppyni01,1896,1,CL4,NL,25,14,46,40,35,1,1,1074,388,124,8,75,86,,3.12,,5,7,0,1498,6,173,,, +daubda01,1896,1,BRO,NL,12,11,32,24,18,0,0,675,255,90,4,63,53,,3.60,,12,8,0,972,7,120,,, +daviswi01,1896,1,CIN,NL,1,1,2,0,0,0,0,13,8,4,0,2,1,,8.31,,0,0,0,22,1,4,,, +dohened01,1896,1,NY1,NL,6,7,17,15,9,0,0,325,112,54,3,59,39,,4.49,,5,6,0,488,2,78,,, +dolanco01,1896,1,BSN,NL,1,4,6,5,3,0,0,123,55,22,1,27,14,,4.83,,4,3,0,203,1,44,,, +donahre01,1896,1,SLN,NL,7,24,32,32,28,0,0,801,376,172,6,98,70,,5.80,,5,13,0,1253,0,235,,, +dwyerfr01,1896,1,CIN,NL,24,11,36,34,30,3,1,866,321,101,8,60,57,,3.15,,3,11,0,1221,2,144,,, +ehretre01,1896,1,CIN,NL,18,14,34,33,29,2,0,830,298,105,5,74,60,,3.42,,4,9,0,1175,1,147,,, +emigch01,1896,1,LS3,NL,0,1,1,1,1,0,0,24,12,7,1,7,1,,7.88,,0,3,0,45,0,17,,, +esperdu01,1896,1,BLN,NL,14,5,20,18,14,1,0,467,168,62,3,39,19,,3.58,,1,2,0,656,2,80,,, +fishech04,1896,1,CIN,NL,10,7,27,15,13,2,2,479,199,79,9,36,25,,4.45,,2,5,0,698,11,111,,, +flynnca01,1896,1,NY1,NL,0,2,3,2,1,0,0,32,18,14,0,8,4,,11.81,,1,5,0,62,0,22,,, +flynnca01,1896,2,WAS,NL,0,1,4,1,1,0,0,60,43,19,0,10,3,,8.55,,1,2,0,112,3,31,,, +forembr01,1896,1,PIT,NL,3,3,9,9,5,0,0,185,73,45,4,35,18,,6.57,,5,8,0,293,0,55,,, +forembr01,1896,2,CIN,NL,1,3,4,4,3,1,0,69,41,29,2,16,9,,11.35,,1,2,0,125,0,30,,, +foremfr01,1896,1,CIN,NL,14,7,27,22,17,0,1,557,212,82,2,62,33,,3.97,,4,8,0,815,4,110,,, +frasech01,1896,1,LS3,NL,12,27,43,38,36,0,1,1048,396,189,9,166,91,,4.87,,27,29,0,1594,5,282,,, +frienda01,1896,1,CHN,NL,18,14,36,33,28,1,0,872,298,153,11,139,86,,4.74,,9,39,0,1310,3,196,,, +garvine01,1896,1,PHI,NL,0,1,2,1,1,0,0,39,19,11,0,7,4,,7.62,,1,0,0,63,1,13,,, +gastrha01,1896,1,CIN,NL,0,0,1,0,0,0,0,18,8,3,0,1,0,,4.50,,1,0,0,26,1,6,,, +gearda01,1896,1,CL4,NL,0,2,3,2,2,0,0,69,35,14,1,6,6,,5.48,,0,2,0,109,1,23,,, +germale01,1896,1,NY1,NL,0,0,1,0,0,0,0,8,9,4,0,1,0,,13.50,,0,0,0,18,1,6,,, +germale01,1896,2,WAS,NL,2,20,28,20,14,0,1,500,240,117,6,74,20,,6.32,,4,5,0,797,7,174,,, +gettich01,1896,1,NY1,NL,1,0,4,1,1,0,1,42,20,15,0,8,5,,9.64,,0,2,0,70,3,17,,, +gilrojo01,1896,1,WAS,NL,0,0,1,0,0,0,0,6,0,0,0,1,0,,0.00,,0,0,0,7,1,0,,, +goarjo01,1896,1,PIT,NL,0,1,3,0,0,0,0,40,36,25,1,8,3,,16.88,,2,1,0,83,3,33,,, +griffcl01,1896,1,CHN,NL,23,11,36,35,35,0,0,953,370,125,3,70,81,,3.54,,1,12,0,1364,1,189,,, +gumbead01,1896,1,BRO,NL,0,4,5,4,2,0,0,93,34,13,2,11,3,,3.77,,0,0,0,134,1,18,,, +gumbead01,1896,2,PHI,NL,5,3,11,10,7,1,0,232,99,39,0,23,14,,4.54,,1,4,0,348,1,55,,, +hallmbi01,1896,1,PHI,NL,0,0,1,0,0,0,0,6,4,4,0,2,0,,18.00,,0,0,0,12,0,4,,, +harpege01,1896,1,BRO,NL,4,8,16,11,7,0,0,258,106,53,4,39,22,,5.55,,5,3,0,395,4,72,,, +hartbi01,1896,1,SLN,NL,12,29,42,41,37,0,0,1008,411,191,11,141,65,,5.12,,13,15,0,1531,1,271,,, +hastich01,1896,1,PIT,NL,5,10,17,13,9,0,1,312,126,68,1,44,19,,5.88,,5,7,0,476,4,86,,, +hawlepi01,1896,1,PIT,NL,22,21,49,43,37,2,0,1134,382,150,2,157,137,,3.57,,17,28,0,1652,6,197,,, +hemmige01,1896,1,BLN,NL,15,6,25,21,20,3,0,606,233,94,9,54,33,,4.19,,2,3,0,870,4,113,,, +hermaar01,1896,1,LS3,NL,4,6,14,12,9,0,0,283,122,59,4,36,13,,5.63,,2,2,0,431,2,73,,, +hillbi01,1896,1,LS3,NL,9,28,43,39,32,0,2,959,353,153,14,155,104,,4.31,,9,18,1,1444,3,229,,, +hoffebi01,1896,1,BLN,NL,25,7,35,35,32,3,0,927,317,116,1,95,93,,3.38,,7,12,0,1311,0,151,,, +hollibu01,1896,1,CIN,NL,0,0,1,0,0,0,0,3,4,0,0,2,0,,0.00,,1,1,0,10,1,3,,, +holmedu01,1896,1,LS3,NL,0,1,2,1,0,0,0,36,26,10,0,8,3,,7.50,,0,0,0,68,1,23,,, +hortoel01,1896,1,PIT,NL,0,2,2,2,2,0,0,45,22,16,0,9,3,,9.60,,0,1,0,75,0,18,,, +hugheji01,1896,1,PIT,NL,6,8,25,14,11,0,0,465,171,86,3,67,48,,4.99,,4,7,0,690,9,108,,, +inksbe01,1896,1,PHI,NL,0,1,3,1,0,0,0,31,21,9,1,5,2,,7.84,,0,1,0,57,2,13,,, +inksbe01,1896,2,CIN,NL,1,1,3,3,2,0,0,60,21,10,0,9,2,,4.50,,0,1,0,88,0,13,,, +jordach01,1896,1,PHI,NL,0,0,2,0,0,0,0,14,9,4,0,2,3,,7.71,,0,0,0,24,2,4,,, +keeneha01,1896,1,PHI,NL,3,11,16,13,11,0,0,340,144,74,5,39,28,,5.88,,2,9,0,517,2,102,,, +kennebr01,1896,1,BRO,NL,17,20,42,38,28,1,1,917,334,150,12,130,76,,4.42,,10,12,0,1353,4,211,,, +killefr01,1896,1,PIT,NL,30,18,52,50,44,5,0,1297,476,164,7,119,134,,3.41,,9,14,1,1850,1,244,,, +kingsi01,1896,1,WAS,NL,10,7,22,16,12,0,1,436,179,66,3,43,35,,4.09,,4,4,0,643,6,106,,, +kissibi01,1896,1,SLN,NL,2,9,20,12,11,0,1,408,209,98,5,55,22,,6.49,,4,8,0,662,7,136,,, +kittrma01,1896,1,CHN,NL,0,0,1,0,0,0,0,5,2,1,0,1,0,,5.40,,0,0,0,8,1,2,,, +klobefr01,1896,1,BSN,NL,6,4,10,9,9,0,0,242,69,27,5,31,26,,3.01,,2,7,0,339,1,41,,, +kostajo01,1896,1,LS3,NL,0,0,2,0,0,0,0,6,4,0,0,0,0,,0.00,,0,0,0,10,2,4,,, +lewiste01,1896,1,BSN,NL,1,4,6,5,4,0,0,125,37,15,2,27,12,,3.24,,6,0,0,184,1,32,,, +lucidco01,1896,1,PHI,NL,1,4,5,5,5,0,0,126,75,39,2,17,3,,8.36,,0,2,0,215,0,43,,, +mainswi01,1896,1,BSN,NL,3,2,8,5,3,0,1,128,43,26,1,31,13,,5.48,,3,2,0,198,2,35,,, +malarjo01,1896,1,WAS,NL,0,1,1,1,0,0,0,21,9,1,1,3,0,,1.29,,1,0,0,32,0,7,,, +maulal01,1896,1,WAS,NL,5,2,8,8,7,0,0,186,75,25,0,20,18,,3.63,,0,4,0,277,0,50,,, +mcallsp01,1896,1,CL4,NL,0,0,1,0,0,0,0,12,9,3,0,2,0,,6.75,,1,0,0,22,1,3,,, +mccreto01,1896,1,LS3,NL,0,1,1,1,0,0,0,3,4,4,1,5,0,,36.00,,0,0,0,12,0,10,,, +mcdermi02,1896,1,LS3,NL,2,7,12,10,4,1,0,195,87,53,4,44,12,,7.34,,5,6,0,324,2,77,,, +mcdoude01,1896,1,SLN,NL,0,1,3,1,0,0,0,30,13,9,2,4,0,,8.10,,0,1,0,47,2,11,,, +mcfarmo01,1896,1,CHN,NL,0,4,4,3,2,0,0,75,32,20,0,21,3,,7.20,,1,2,0,127,1,25,,, +mcgilwi01,1896,1,PHI,NL,5,4,12,11,7,0,0,239,87,47,0,53,29,,5.31,,2,4,0,373,1,62,,, +mcjamdo01,1896,1,WAS,NL,12,20,37,33,29,0,1,841,310,133,2,135,103,,4.27,,24,6,0,1256,3,208,,, +mcmahsa01,1896,1,BLN,NL,11,9,22,22,19,0,0,527,195,68,4,55,33,,3.48,,6,3,0,757,0,109,,, +meekijo01,1896,1,NY1,NL,26,14,42,41,34,0,0,1003,378,142,8,127,110,,3.82,,13,15,0,1480,1,205,,, +mercewi01,1896,1,WAS,NL,25,18,46,45,38,2,0,1099,456,168,10,117,94,,4.13,,10,20,0,1645,1,266,,, +nichoki01,1896,1,BSN,NL,30,14,49,43,37,3,1,1117,387,117,14,101,102,,2.83,,13,7,0,1564,6,211,,, +nopsje01,1896,1,PHI,NL,1,0,1,1,1,0,0,21,11,4,0,1,1,,5.14,,1,0,0,32,0,5,,, +nopsje01,1896,2,BLN,NL,2,1,3,3,3,0,0,66,29,15,0,2,8,,6.14,,0,0,0,94,0,15,,, +nortoef01,1896,1,WAS,NL,3,1,8,5,2,0,0,132,49,15,2,14,13,,3.07,,1,6,0,195,3,25,,, +orthal01,1896,1,PHI,NL,15,10,25,23,19,0,0,588,244,96,10,46,23,,4.41,,4,3,0,856,2,128,,, +parkedo01,1896,1,CHN,NL,1,5,9,7,7,0,0,219,100,50,3,27,15,,6.16,,5,3,0,340,2,71,,, +parroto01,1896,1,SLN,NL,1,1,7,2,2,0,0,126,62,29,4,18,8,,6.21,,2,3,0,204,5,39,,, +payneha01,1896,1,BRO,NL,14,16,34,28,24,2,0,725,284,91,4,58,52,,3.39,,0,8,0,1044,6,129,,, +pondar01,1896,1,BLN,NL,16,8,28,26,21,2,0,643,232,83,4,57,80,,3.49,,6,6,0,910,2,133,,, +reidybi01,1896,1,NY1,NL,0,1,2,1,1,0,0,39,24,11,0,2,1,,7.62,,0,3,0,66,1,11,,, +rhinebi01,1896,1,CIN,NL,8,6,19,17,11,3,0,429,128,39,1,48,32,,2.45,,7,9,0,595,2,52,,, +seymocy01,1896,1,NY1,NL,2,4,11,8,4,0,0,211,75,50,8,51,33,,6.40,,6,3,1,331,3,75,,, +smithto02,1896,1,LS3,NL,2,3,11,5,4,0,0,165,73,33,2,25,14,,5.40,,4,4,0,260,6,55,,, +steined01,1896,1,BRO,NL,3,6,17,10,6,0,0,271,130,49,6,51,16,,4.88,,5,2,0,442,7,79,,, +stiveja01,1896,1,BSN,NL,22,14,42,36,31,2,0,987,353,150,19,99,71,,4.10,,5,7,0,1403,6,219,,, +stockot01,1896,1,BLN,NL,0,1,1,0,0,0,0,5,4,3,0,2,1,,16.20,,0,1,0,12,1,4,,, +sulliji01,1896,1,BSN,NL,11,12,31,26,21,1,1,676,268,101,13,68,33,,4.03,,2,6,0,989,5,148,,, +sullimi02,1896,1,NY1,NL,10,13,25,22,18,0,0,556,188,96,3,71,42,,4.66,,11,13,0,804,3,131,,, +tayloja01,1896,1,PHI,NL,20,21,45,41,35,1,1,1077,459,191,17,112,97,,4.79,,3,20,1,1621,4,282,,, +tebeapa01,1896,1,CL4,NL,0,0,1,0,0,0,0,0,1,0,0,0,0,,,,0,0,0,1,1,0,,, +terryad01,1896,1,CHN,NL,15,14,30,28,25,1,0,707,273,116,6,88,75,,4.43,,6,10,0,1047,2,166,,, +thornwa01,1896,1,CHN,NL,2,1,5,5,2,0,0,71,30,15,1,13,10,,5.70,,0,0,0,111,0,26,,, +vanhage01,1896,1,NY1,NL,1,0,2,0,0,0,0,24,5,2,1,1,3,,2.25,,0,0,0,29,2,2,,, +wallabo01,1896,1,CL4,NL,10,7,22,16,13,2,0,436,167,54,2,49,46,,3.34,,3,4,0,637,6,75,,, +weyhigu01,1896,1,LS3,NL,2,3,5,5,4,0,0,126,62,31,6,15,9,,6.64,,1,2,0,200,0,46,,, +wheelge01,1896,1,PHI,NL,1,1,3,2,2,0,0,49,18,7,0,5,2,,3.86,,1,2,0,72,1,11,,, +whitrbi01,1896,1,PHI,NL,0,1,2,1,1,0,0,27,10,3,0,3,1,,3.00,,0,0,0,39,1,5,,, +wilsoze01,1896,1,CL4,NL,17,9,33,29,20,1,1,720,265,107,9,81,56,,4.01,,5,8,0,1043,3,150,,, +woodjo01,1896,1,SLN,NL,0,0,1,0,0,0,0,0,1,1,0,2,0,,,,0,1,0,4,0,1,,, +youngcy01,1896,1,CL4,NL,28,15,51,46,42,5,3,1243,477,149,7,62,140,,3.24,,10,11,0,1739,4,214,,, +amoledo01,1897,1,BLN,NL,4,4,11,7,6,0,0,210,67,20,0,17,19,,2.57,,2,6,0,291,4,34,,, +beckebo01,1897,1,PHI,NL,0,2,5,2,2,0,0,72,32,15,0,7,10,,5.63,,1,1,0,109,3,18,,, +blackge01,1897,1,BLN,NL,2,2,5,4,3,0,0,99,34,25,2,12,1,,6.82,,0,1,0,142,1,30,,, +breitte01,1897,1,CIN,NL,23,12,40,39,32,2,0,961,345,129,3,91,98,,3.62,,2,9,0,1365,1,172,,, +bresnro01,1897,1,WAS,NL,4,0,6,5,3,1,0,123,52,18,1,10,12,,3.95,,0,3,0,183,1,21,,, +briggbu01,1897,1,CHN,NL,4,17,22,22,21,0,0,560,246,109,6,85,60,,5.26,,6,9,0,876,0,166,,, +brownch01,1897,1,CL4,NL,1,2,4,4,2,0,0,73,30,21,2,17,8,,7.77,,1,5,0,122,0,25,,, +brownjo02,1897,1,BRO,NL,0,1,1,1,0,0,0,15,7,4,0,4,0,,7.20,,1,3,0,28,0,8,,, +brownst01,1897,1,CIN,NL,0,1,2,1,1,0,0,39,17,6,1,8,2,,4.15,,0,0,0,62,1,8,,, +callani01,1897,1,CHN,NL,12,9,23,22,21,1,0,569,221,85,6,55,52,,4.03,,6,8,0,829,1,111,,, +carseki01,1897,1,PHI,NL,2,1,4,4,2,0,0,84,35,16,0,16,1,,5.14,,0,1,0,132,0,20,,, +carseki01,1897,2,SLN,NL,3,8,12,11,11,0,0,297,133,66,5,31,14,,6.00,,2,4,0,452,1,81,,, +clarkda01,1897,1,NY1,NL,2,1,6,4,2,0,0,93,43,21,1,11,10,,6.10,,1,2,0,145,2,34,,, +clarkda01,1897,2,LS3,NL,2,4,7,6,6,0,0,164,74,24,3,10,7,,3.95,,2,2,0,243,1,33,,, +clarkhe01,1897,1,CL4,NL,0,4,5,4,3,0,0,92,32,20,4,12,3,,5.87,,0,3,0,135,1,29,,, +cogandi01,1897,1,BLN,NL,0,0,1,0,0,0,0,6,4,3,0,2,0,,13.50,,1,1,0,13,1,3,,, +colempe01,1897,1,SLN,NL,1,2,13,5,3,0,0,199,108,53,0,33,10,,7.19,,4,8,0,339,7,76,,, +corbejo01,1897,1,BLN,NL,24,8,37,37,34,1,0,939,330,108,2,115,149,,3.11,,13,21,0,1365,0,173,,, +cunnibe01,1897,1,LS3,NL,14,13,30,28,26,0,0,728,294,112,3,72,49,,4.15,,7,14,0,1077,2,152,,, +cuppyni01,1897,1,CL4,NL,10,6,19,17,13,1,0,414,150,49,3,26,23,,3.20,,2,5,0,577,2,69,,, +dammabi01,1897,1,CIN,NL,6,4,16,11,7,1,0,285,122,50,2,37,21,,4.74,,3,5,0,437,5,65,,, +daubda01,1897,1,BRO,NL,6,11,19,16,11,0,0,413,180,93,8,48,19,,6.08,,5,10,0,633,3,117,,, +denzero01,1897,1,CHN,NL,2,8,12,10,8,0,0,284,125,54,4,34,17,,5.13,,4,2,0,433,2,91,,, +dohened01,1897,1,NY1,NL,4,4,10,10,10,0,0,255,69,20,0,45,37,,2.12,,7,8,0,366,0,45,,, +donahre01,1897,1,SLN,NL,10,35,46,42,38,1,1,1044,485,237,16,106,64,,6.13,,9,22,0,1612,4,306,,, +dowlipe01,1897,1,LS3,NL,1,2,4,4,2,0,0,78,39,17,0,8,3,,5.88,,1,6,0,128,0,30,,, +dunklda01,1897,1,PHI,NL,5,2,7,7,7,0,0,186,72,24,0,23,9,,3.48,,2,1,0,274,0,41,,, +dunnja01,1897,1,BRO,NL,14,9,25,21,21,0,0,650,251,110,6,66,26,,4.57,,2,9,0,948,4,147,,, +dwyerfr01,1897,1,CIN,NL,18,13,37,31,22,0,0,742,315,104,5,56,41,,3.78,,4,11,0,1092,6,142,,, +ehretre01,1897,1,CIN,NL,8,10,34,19,11,0,2,553,256,98,3,47,43,,4.78,,2,13,0,845,11,135,,, +esperdu01,1897,1,SLN,NL,1,6,8,8,7,0,0,184,95,36,5,12,8,,5.28,,0,1,0,284,0,51,,, +evansro01,1897,1,SLN,NL,0,0,3,0,0,0,0,39,33,14,1,13,4,,9.69,,2,0,0,83,2,27,,, +evansro01,1897,2,LS3,NL,5,4,9,8,6,0,0,178,66,27,4,24,20,,4.10,,1,8,0,268,1,40,,, +fifieja01,1897,1,PHI,NL,5,18,27,26,21,0,0,632,263,129,8,80,38,,5.51,,7,9,0,957,1,163,,, +fishech04,1897,1,BRO,NL,9,7,20,13,11,1,1,447,184,70,5,43,31,,4.23,,1,2,0,657,7,96,,, +frasech01,1897,1,LS3,NL,15,19,36,34,32,0,0,883,334,132,11,139,70,,4.04,,22,22,0,1340,2,226,,, +frienda01,1897,1,CHN,NL,12,11,24,24,23,0,0,609,244,102,5,86,58,,4.52,,1,17,0,930,0,144,,, +gardnji01,1897,1,PIT,NL,5,5,14,11,8,0,0,286,115,55,4,32,35,,5.19,,2,9,0,430,3,72,,, +germale01,1897,1,WAS,NL,3,5,15,5,4,0,0,251,117,52,2,33,2,,5.59,,1,7,0,397,9,74,,, +gettich01,1897,1,NY1,NL,1,1,3,2,2,0,0,57,23,11,0,9,7,,5.21,,2,2,0,89,0,23,,, +griffcl01,1897,1,CHN,NL,21,18,41,38,38,1,1,1031,410,142,3,86,102,,3.72,,11,17,0,1500,3,231,,, +grimejo01,1897,1,SLN,NL,0,2,3,1,1,0,0,59,24,13,0,8,4,,5.95,,0,6,0,94,2,23,,, +hartbi01,1897,1,SLN,NL,9,27,39,38,31,0,0,884,395,205,10,148,67,,6.26,,15,16,0,1405,1,292,,, +hastich01,1897,1,PIT,NL,5,4,16,10,9,0,0,354,138,60,3,47,42,,4.58,,10,7,0,531,5,84,,, +hawlepi01,1897,1,PIT,NL,18,18,40,39,33,0,0,934,362,166,7,94,88,,4.80,,5,26,1,1376,1,221,,, +hemmige01,1897,1,LS3,NL,3,4,9,8,7,0,0,201,80,38,5,25,7,,5.10,,1,1,0,298,1,59,,, +hermaar01,1897,1,LS3,NL,0,1,3,2,1,0,0,54,23,8,1,5,4,,4.00,,0,0,0,80,1,14,,, +hickmch01,1897,1,BSN,NL,0,0,2,0,0,0,1,23,10,5,0,5,0,,5.87,,0,0,0,37,2,5,,, +hillbi01,1897,1,LS3,NL,7,17,27,26,20,1,0,597,209,80,6,69,55,,3.62,,4,17,0,866,1,127,,, +hoffebi01,1897,1,BLN,NL,22,11,38,33,29,1,0,910,350,145,5,104,62,,4.30,,4,17,0,1342,4,188,,, +hugheji01,1897,1,PIT,NL,6,10,25,17,13,0,1,448,193,84,3,45,38,,5.06,,7,7,0,674,7,115,,, +hutchbi01,1897,1,SLN,NL,1,4,6,5,2,0,0,120,55,27,5,22,5,,6.08,,2,2,0,194,1,41,,, +johnsyo01,1897,1,PHI,NL,1,2,5,2,1,0,0,87,39,15,0,12,7,,4.66,,2,2,0,136,3,24,,, +jonesji01,1897,1,LS3,NL,0,0,1,0,0,0,0,20,19,14,1,5,0,,18.90,,0,2,0,45,1,22,,, +kennebr01,1897,1,BRO,NL,18,20,44,40,36,2,1,1030,370,149,6,149,81,,3.91,,4,8,0,1513,4,206,,, +killefr01,1897,1,PIT,NL,17,23,42,41,38,1,0,1012,417,167,4,76,99,,4.46,,5,8,0,1469,1,246,,, +kingsi01,1897,1,WAS,NL,6,9,23,19,12,0,1,462,196,82,7,45,32,,4.79,,3,11,0,694,4,118,,, +kissibi01,1897,1,SLN,NL,0,4,7,4,2,0,0,94,51,40,2,15,5,,11.49,,3,8,0,164,3,50,,, +klobefr01,1897,1,BSN,NL,26,7,38,37,30,2,0,928,344,158,13,125,92,,4.60,,7,23,1,1380,1,198,,, +korwaji01,1897,1,CHN,NL,1,2,5,4,3,0,0,102,47,22,1,28,12,,5.82,,1,1,1,174,1,36,,, +lewiste01,1897,1,BSN,NL,21,12,38,34,30,2,1,870,316,124,11,125,65,,3.85,,8,10,1,1284,4,177,,, +lippto01,1897,1,PHI,NL,0,1,1,1,0,0,0,9,8,5,0,2,1,,15.00,,0,0,0,19,0,5,,, +lucidco01,1897,1,SLN,NL,1,5,6,6,5,0,0,147,66,20,0,26,4,,3.67,,1,0,0,233,0,46,,, +mageebi01,1897,1,LS3,NL,4,12,23,17,13,1,0,469,187,94,6,101,44,,5.41,,6,10,0,747,6,137,,, +mahonmi01,1897,1,BSN,NL,0,0,1,0,0,0,0,3,3,2,0,1,1,,18.00,,0,0,0,7,1,2,,, +maulal01,1897,1,WAS,NL,0,1,1,1,0,0,0,6,4,2,0,1,0,,9.00,,0,0,0,11,0,2,,, +maulal01,1897,2,BLN,NL,0,0,2,2,0,0,0,23,9,6,0,8,2,,7.04,,0,4,0,43,0,8,,, +mcallsp01,1897,1,CL4,NL,1,2,4,3,3,0,0,84,29,14,3,9,10,,4.50,,0,0,0,118,1,20,,, +mcdermi02,1897,1,CL4,NL,4,5,9,7,4,0,0,186,75,31,2,25,12,,4.50,,3,3,0,281,2,44,,, +mcdermi02,1897,2,SLN,NL,1,2,4,4,1,0,0,64,23,22,2,19,3,,9.28,,1,0,0,103,0,23,,, +mcjamdo01,1897,1,WAS,NL,15,23,44,39,33,3,2,971,361,130,7,137,156,,3.61,,21,21,0,1448,5,212,,, +mcmahsa01,1897,1,BRO,NL,0,6,9,7,5,0,0,189,75,41,1,29,13,,5.86,,2,3,0,288,2,56,,, +meekijo01,1897,1,NY1,NL,20,11,37,34,30,2,0,911,328,127,9,99,83,,3.76,,15,8,0,1307,3,176,,, +mercewi01,1897,1,WAS,NL,21,20,47,43,35,3,3,1026,403,121,5,104,91,,3.18,,10,28,0,1517,4,219,,, +millebe01,1897,1,LS3,NL,0,1,4,1,1,0,0,51,32,15,0,3,3,,7.94,,1,0,0,84,3,23,,, +nichoki01,1897,1,BSN,NL,31,11,46,40,37,2,3,1104,362,108,9,68,127,,2.64,,6,3,0,1490,6,152,,, +nopsje01,1897,1,BLN,NL,20,6,30,25,23,1,0,662,235,69,5,52,69,,2.81,,4,9,0,930,4,107,,, +nortoef01,1897,1,WAS,NL,2,1,4,2,1,0,0,51,31,13,0,11,3,,6.88,,1,0,0,91,1,18,,, +orthal01,1897,1,PHI,NL,14,19,36,34,29,2,0,847,349,145,12,82,64,,4.62,,3,6,0,1248,2,194,,, +pappajo01,1897,1,CL4,NL,0,1,2,1,1,0,0,36,22,14,0,6,3,,10.50,,0,2,0,64,1,16,,, +payneha01,1897,1,BRO,NL,14,17,40,38,30,1,0,840,350,144,8,71,86,,4.63,,7,17,1,1242,2,215,,, +peitzhe01,1897,1,CIN,NL,0,1,2,1,1,0,0,24,9,7,0,4,0,,7.88,,0,2,0,38,1,8,,, +pondar01,1897,1,BLN,NL,18,9,32,28,23,0,0,744,267,97,4,72,59,,3.52,,4,15,0,1066,4,131,,, +powelja01,1897,1,CL4,NL,15,10,27,26,24,2,0,675,245,79,2,62,61,,3.16,,3,9,1,962,1,117,,, +rhinebi01,1897,1,CIN,NL,21,15,41,32,26,1,0,866,311,131,4,86,65,,4.08,,5,17,0,1243,9,175,,, +rusieam01,1897,1,NY1,NL,28,10,38,37,35,2,0,967,314,91,6,87,135,,2.54,,6,10,0,1336,1,143,,, +seymocy01,1897,1,NY1,NL,18,14,39,34,29,2,1,860,257,104,4,168,156,,3.27,,12,21,2,1269,5,162,,, +sparktu01,1897,1,PHI,NL,0,1,1,1,1,0,0,24,12,9,0,4,0,,10.13,,0,0,0,39,0,9,,, +stanljo02,1897,1,WAS,NL,0,0,1,0,0,0,0,2,0,0,0,0,0,,0.00,,1,0,0,2,1,0,,, +stiveja01,1897,1,BSN,NL,11,4,18,15,10,0,0,388,147,49,5,43,27,,3.41,,2,5,0,566,2,75,,, +sudhowi01,1897,1,SLN,NL,2,7,11,9,9,0,0,278,126,46,8,21,19,,4.47,,1,4,0,417,2,72,,, +sulliji01,1897,1,BSN,NL,4,5,13,9,8,1,2,267,91,39,1,26,17,,3.94,,2,2,0,375,4,56,,, +sullimi02,1897,1,NY1,NL,8,7,23,16,11,1,2,446,183,84,6,71,35,,5.09,,13,14,0,695,7,113,,, +swaimcy01,1897,1,WAS,NL,9,11,26,19,14,0,0,552,219,94,5,59,52,,4.60,,7,10,0,816,6,129,,, +tanneje01,1897,1,PIT,NL,9,9,21,16,11,1,1,426,172,67,1,24,40,,4.25,,2,8,0,612,5,97,,, +tayloja01,1897,1,PHI,NL,16,20,40,37,35,2,2,952,376,149,5,76,88,,4.23,,16,28,0,1391,3,204,,, +terryad01,1897,1,CHN,NL,0,1,1,1,1,0,0,24,11,9,0,6,1,,10.13,,0,2,0,42,0,10,,, +thornwa01,1897,1,CHN,NL,6,7,16,16,15,0,0,391,164,68,4,51,55,,4.70,,2,6,0,595,0,91,,, +wadderu01,1897,1,LS3,NL,0,1,2,1,1,0,0,42,17,5,0,6,5,,3.21,,0,1,0,64,1,6,,, +wheelge01,1897,1,PHI,NL,11,10,26,19,17,0,0,573,229,84,3,62,35,,3.96,,2,3,0,842,6,114,,, +wilsoze01,1897,1,CL4,NL,16,11,34,30,26,1,0,791,323,122,9,83,69,,4.16,,6,9,0,1172,4,171,,, +wrighda01,1897,1,CHN,NL,1,0,1,1,1,0,0,21,17,12,1,2,4,,15.43,,1,2,0,41,0,14,,, +youngcy01,1897,1,CL4,NL,21,19,46,38,35,2,0,1007,391,141,7,49,88,,3.78,,14,9,0,1413,7,189,,, +altroni01,1898,1,LS3,NL,3,3,11,7,6,0,0,210,89,35,2,21,13,,4.50,,5,3,0,314,4,54,,, +amoledo01,1898,1,WAS,NL,0,6,7,5,4,0,0,148,83,43,0,22,11,,7.84,,2,6,0,253,1,57,,, +bakerki01,1898,1,WAS,NL,2,3,6,5,4,0,0,141,56,16,1,18,7,,3.06,,1,0,0,209,1,31,,, +batesfr01,1898,1,CL4,NL,2,1,4,4,4,0,0,87,30,10,0,11,5,,3.10,,0,1,0,125,0,15,,, +beckebo01,1898,1,PHI,NL,0,0,1,0,0,0,0,15,6,6,0,5,0,,10.80,,0,0,0,25,1,6,,, +breitte01,1898,1,CIN,NL,20,14,39,37,32,3,0,947,313,120,2,123,68,,3.42,,3,11,0,1353,2,170,,, +briggbu01,1898,1,CHN,NL,1,3,4,4,3,0,0,90,38,19,0,10,14,,5.70,,1,1,0,135,0,22,,, +callajo02,1898,1,SLN,NL,0,2,2,2,1,0,0,25,18,15,2,7,2,,16.20,,1,2,1,51,0,20,,, +callani01,1898,1,CHN,NL,20,10,31,31,30,2,0,823,267,75,2,71,73,,2.46,,4,10,3,1135,0,137,,, +carribi01,1898,1,NY1,NL,3,1,5,4,4,0,0,119,39,15,0,21,10,,3.40,,0,5,0,179,1,23,,, +carseki01,1898,1,SLN,NL,2,12,20,13,10,0,0,371,177,87,2,37,10,,6.33,,3,10,0,579,7,112,,, +clarkda01,1898,1,LS3,NL,0,1,1,1,1,0,0,27,10,5,1,2,1,,5.00,,0,2,0,40,0,7,,, +clarkhe01,1898,1,CHN,NL,1,0,1,1,1,0,0,27,8,2,0,5,1,,2.00,,0,1,0,40,0,4,,, +colempe01,1898,1,CIN,NL,0,1,1,1,1,0,0,27,13,3,0,3,2,,3.00,,0,1,0,43,0,7,,, +connbe01,1898,1,PHI,NL,0,1,1,1,0,0,0,21,13,5,1,2,3,,6.43,,0,0,0,35,0,9,,, +cronija01,1898,1,PIT,NL,2,2,4,4,2,1,0,84,35,11,0,8,9,,3.54,,0,0,0,123,0,14,,, +cunnibe01,1898,1,LS3,NL,28,15,44,42,41,0,0,1086,387,127,8,65,34,,3.16,,3,20,0,1510,2,174,,, +cuppyni01,1898,1,CL4,NL,9,8,18,15,13,1,0,384,147,47,4,25,27,,3.30,,0,6,0,545,3,62,,, +dammabi01,1898,1,CIN,NL,16,10,35,22,16,2,2,674,277,90,3,67,51,,3.61,,8,7,0,995,13,132,,, +daniepe01,1898,1,SLN,NL,1,6,10,6,3,0,0,164,62,22,0,14,13,,3.62,,0,3,0,236,3,41,,, +dinnebi01,1898,1,WAS,NL,9,16,29,27,22,0,0,655,238,97,6,88,83,,4.00,,11,16,0,968,2,140,,, +dohened01,1898,1,NY1,NL,7,19,28,27,23,0,0,639,238,87,1,101,96,,3.68,,19,20,0,970,1,164,,, +donahre01,1898,1,PHI,NL,16,17,35,35,33,1,0,853,327,112,7,80,57,,3.55,,2,14,0,1237,0,165,,, +donovbi01,1898,1,WAS,NL,1,6,17,7,6,0,0,264,88,42,0,69,36,,4.30,,12,7,0,416,10,74,,, +dowlipe01,1898,1,LS3,NL,13,20,36,32,30,0,0,857,284,132,7,120,84,,4.16,,5,22,2,1245,3,176,,, +dugglbi01,1898,1,PHI,NL,3,3,9,5,4,0,0,162,70,33,4,18,12,,5.50,,2,6,1,249,4,39,,, +dunklda01,1898,1,PHI,NL,1,4,12,7,4,0,0,205,83,53,1,38,21,,6.98,,5,9,0,326,4,70,,, +dunnja01,1898,1,BRO,NL,16,21,41,37,31,0,0,968,352,129,10,82,66,,3.60,,7,15,0,1375,3,180,,, +dwyerfr01,1898,1,CIN,NL,16,10,31,28,24,0,0,720,257,81,3,42,29,,3.04,,2,16,0,1003,3,117,,, +ehretre01,1898,1,LS3,NL,3,7,12,10,9,0,0,267,130,57,3,20,20,,5.76,,1,3,0,408,1,72,,, +esperdu01,1898,1,SLN,NL,3,5,10,8,6,0,0,194,86,43,1,22,14,,5.98,,2,0,0,294,1,49,,, +evansro01,1898,1,WAS,NL,3,3,7,6,4,0,0,152,50,19,0,25,11,,3.38,,2,7,0,227,1,27,,, +fifieja01,1898,1,PHI,NL,11,9,21,21,18,2,0,514,170,63,2,60,31,,3.31,,7,18,0,739,0,91,,, +frasech01,1898,1,LS3,NL,7,17,26,26,20,1,0,609,230,120,4,100,58,,5.32,,6,23,0,935,0,157,,, +frasech01,1898,2,CL4,NL,2,3,6,6,6,0,0,126,49,26,2,12,19,,5.57,,2,6,0,187,0,34,,, +frienda01,1898,1,CHN,NL,0,2,2,2,2,0,0,51,20,10,1,10,4,,5.29,,0,1,0,80,0,15,,, +gannojo01,1898,1,SLN,NL,0,1,1,1,1,0,0,27,13,11,0,5,2,,11.00,,0,1,0,45,0,13,,, +gardnji01,1898,1,PIT,NL,10,13,25,22,19,1,0,556,179,66,3,48,41,,3.21,,2,8,0,767,3,96,,, +gastowe01,1898,1,BRO,NL,1,1,2,2,2,0,0,48,17,5,0,9,0,,2.81,,1,0,0,72,0,9,,, +gettich01,1898,1,NY1,NL,6,3,17,8,7,0,0,345,141,49,1,39,14,,3.83,,1,8,0,518,9,72,,, +gillpge01,1898,1,SLN,NL,0,2,7,3,1,0,0,105,42,27,0,19,12,,6.94,,2,2,0,163,3,38,,, +goarjo01,1898,1,CIN,NL,0,0,1,0,0,0,0,6,4,2,0,1,0,,9.00,,0,0,0,11,1,3,,, +griffcl01,1898,1,CHN,NL,24,10,38,38,36,4,0,977,305,68,1,64,97,,1.88,,6,20,0,1323,0,105,,, +hansffc01,1898,1,BRO,NL,0,0,1,0,0,0,0,21,10,3,0,5,0,,3.86,,0,0,0,35,1,4,,, +hartbi01,1898,1,PIT,NL,5,9,16,15,13,1,1,375,141,67,4,44,19,,4.82,,0,7,0,551,1,81,,, +hastich01,1898,1,PIT,NL,4,10,19,13,12,0,0,412,142,52,2,52,40,,3.41,,2,10,1,598,6,76,,, +hawlepi01,1898,1,CIN,NL,27,11,43,37,32,3,0,993,357,124,5,91,69,,3.37,,6,22,0,1420,6,163,,, +hickmch01,1898,1,BSN,NL,1,2,6,3,3,1,2,99,22,8,0,13,9,,2.18,,1,0,0,130,3,8,,, +hillbi01,1898,1,CIN,NL,13,14,33,32,26,2,0,786,261,116,3,119,75,,3.98,,5,17,0,1149,1,146,,, +hoffebi01,1898,1,BLN,NL,0,4,4,4,4,0,0,103,62,28,0,16,5,,7.34,,1,1,0,177,0,44,,, +hoffebi01,1898,2,PIT,NL,3,0,4,3,3,0,0,93,26,6,0,15,11,,1.74,,1,0,0,130,1,7,,, +hoppele01,1898,1,BRO,NL,0,2,2,2,2,0,0,33,14,6,0,5,5,,4.91,,1,0,0,51,0,11,,, +hortoel01,1898,1,BRO,NL,0,1,1,1,1,0,0,27,16,10,0,6,0,,10.00,,1,0,0,48,0,13,,, +howelha01,1898,1,BRO,NL,2,0,2,2,2,0,0,54,15,10,0,11,2,,5.00,,2,1,0,79,0,11,,, +hugheja01,1898,1,BLN,NL,23,12,38,35,31,5,0,902,268,107,4,100,81,,3.20,,7,18,0,1248,3,152,,, +hugheji01,1898,1,SLN,NL,7,24,35,33,31,0,0,851,325,124,2,71,74,,3.93,,11,11,0,1221,2,169,,, +isbelfr01,1898,1,CHN,NL,4,7,13,9,7,0,0,243,86,32,0,42,16,,3.56,,4,7,1,367,4,54,,, +jonesco01,1898,1,CL4,NL,4,4,9,9,7,0,0,216,76,24,0,29,26,,3.00,,1,4,0,316,0,44,,, +katolja01,1898,1,CHN,NL,0,1,2,1,1,0,0,33,8,1,0,1,3,,0.82,,0,0,0,41,1,4,,, +kelbge01,1898,1,CL4,NL,0,1,3,1,1,0,0,49,23,8,0,1,8,,4.41,,0,4,0,75,2,17,,, +kennebr01,1898,1,BRO,NL,16,22,40,39,38,0,0,1018,360,127,12,123,73,,3.37,,5,5,0,1461,0,183,,, +killefr01,1898,1,PIT,NL,10,11,23,23,17,0,0,533,201,74,3,41,48,,3.75,,3,11,0,763,0,106,,, +killefr01,1898,2,WAS,NL,6,9,17,16,15,0,0,385,149,51,4,29,43,,3.58,,3,2,1,548,1,80,,, +kilroma01,1898,1,CHN,NL,6,7,13,11,10,0,0,301,119,48,2,30,18,,4.31,,6,11,0,448,2,67,,, +kitsofr01,1898,1,BLN,NL,8,5,17,13,13,1,0,358,123,43,0,35,32,,3.24,,2,8,1,508,4,71,,, +klobefr01,1898,1,BSN,NL,19,10,35,33,25,0,0,812,281,117,13,99,51,,3.89,,3,12,0,1168,2,168,,, +leevesa01,1898,1,PIT,NL,1,0,5,3,2,0,0,99,26,9,0,5,15,,2.45,,0,1,0,127,2,10,,, +lewiste01,1898,1,BSN,NL,26,8,41,33,29,1,2,940,267,101,9,109,72,,2.90,,12,9,0,1284,8,131,,, +mageebi01,1898,1,LS3,NL,16,15,38,33,29,3,0,886,294,133,8,129,55,,4.05,,3,19,1,1289,5,163,,, +mahaflo01,1898,1,LS3,NL,0,1,1,1,1,0,0,27,10,3,0,5,1,,3.00,,1,0,0,41,0,9,,, +maulal01,1898,1,BLN,NL,20,7,28,28,26,1,0,719,207,56,3,49,31,,2.10,,1,4,0,948,0,74,,, +maupiha01,1898,1,SLN,NL,0,2,2,2,2,0,0,54,22,11,0,3,3,,5.50,,0,3,0,80,0,11,,, +mcallsp01,1898,1,CL4,NL,3,4,9,7,6,0,0,196,73,33,2,23,9,,4.55,,1,3,0,286,1,43,,, +mcbripe01,1898,1,CL4,NL,0,1,1,1,1,0,0,21,9,5,0,4,6,,6.43,,3,1,0,34,0,6,,, +mcjamdo01,1898,1,BLN,NL,27,15,45,42,40,2,0,1122,327,98,5,113,178,,2.36,,13,12,0,1525,3,148,,, +mckenki01,1898,1,BRO,NL,2,6,14,9,7,0,0,302,118,63,4,57,27,,5.63,,4,17,0,481,5,75,,, +meekijo01,1898,1,NY1,NL,16,18,38,37,34,1,0,960,329,134,9,108,82,,3.77,,11,12,0,1367,1,185,,, +menefjo01,1898,1,NY1,NL,0,1,1,1,1,0,0,28,11,5,0,2,3,,4.82,,0,2,0,42,0,8,,, +mercewi01,1898,1,WAS,NL,12,18,33,30,24,0,0,701,309,125,3,71,52,,4.81,,1,18,0,1068,3,181,,, +millera01,1898,1,BRO,NL,4,14,23,21,16,0,0,455,161,90,4,86,43,,5.34,,5,13,0,695,2,119,,, +murphed01,1898,1,PHI,NL,1,2,7,3,2,0,0,90,41,17,3,10,8,,5.10,,1,1,0,138,4,23,,, +nichoki01,1898,1,BSN,NL,31,12,50,42,40,5,4,1164,316,92,7,85,138,,2.13,,15,14,0,1528,8,136,,, +nopsje01,1898,1,BLN,NL,16,9,33,29,23,2,0,705,241,93,5,78,91,,3.56,,5,16,0,1009,4,130,,, +orthal01,1898,1,PHI,NL,15,13,32,28,25,1,0,750,290,84,2,53,52,,3.02,,0,8,0,1068,4,131,,, +payneha01,1898,1,BRO,NL,1,0,1,1,1,0,0,27,11,4,0,3,2,,4.00,,1,0,0,40,0,8,,, +phylebi01,1898,1,CHN,NL,2,1,3,3,3,2,0,69,24,2,0,6,4,,0.78,,0,2,0,98,0,15,,, +piattwi01,1898,1,PHI,NL,24,14,39,37,33,6,0,918,285,108,2,97,121,,3.18,,6,19,1,1279,2,156,,, +pondar01,1898,1,BLN,NL,1,1,3,2,1,1,0,60,8,1,0,9,4,,0.45,,1,2,0,76,1,4,,, +powelja01,1898,1,CL4,NL,23,15,42,41,36,6,0,1026,328,114,8,112,93,,3.00,,6,16,0,1437,1,154,,, +rhinebi01,1898,1,PIT,NL,12,16,31,29,27,2,0,774,289,101,0,61,48,,3.52,,4,13,0,1103,2,143,,, +rosebze01,1898,1,PIT,NL,0,2,4,2,2,0,0,65,23,8,0,9,6,,3.32,,0,3,0,97,2,14,,, +rusieam01,1898,1,NY1,NL,20,11,37,36,33,4,1,900,288,101,6,103,114,,3.03,,13,9,0,1261,1,149,,, +seymocy01,1898,1,NY1,NL,25,19,45,43,39,4,0,1070,313,126,4,213,239,,3.18,,19,32,1,1581,2,199,,, +smithel01,1898,1,CIN,NL,0,0,1,0,0,0,0,3,2,2,0,3,0,,18.00,,0,0,0,8,0,2,,, +smithto02,1898,1,SLN,NL,0,1,1,1,1,0,0,27,9,2,0,5,1,,2.00,,0,2,0,42,0,8,,, +steined01,1898,1,BRO,NL,0,2,3,2,2,0,0,69,39,14,0,9,6,,5.48,,1,0,0,114,1,21,,, +stiveja01,1898,1,BSN,NL,0,1,2,1,1,0,0,36,17,11,2,7,1,,8.25,,0,0,0,58,1,12,,, +sudhowi01,1898,1,SLN,NL,11,27,41,38,35,0,1,945,355,152,11,102,65,,4.34,,4,27,0,1388,3,205,,, +sulliji01,1898,1,BSN,NL,0,1,3,2,0,0,0,36,19,16,1,9,1,,12.00,,1,1,0,63,1,16,,, +sullisu01,1898,1,SLN,NL,0,0,1,0,0,0,0,18,10,1,0,4,3,,1.50,,0,0,0,31,1,4,,, +sutthja01,1898,1,WAS,NL,0,0,2,1,0,0,0,25,16,12,1,8,3,,12.96,,0,0,0,48,1,13,,, +swaimcy01,1898,1,WAS,NL,3,11,16,13,9,0,1,304,119,48,4,28,30,,4.26,,1,4,0,442,3,77,,, +tanneje01,1898,1,PIT,NL,25,13,43,38,34,5,2,980,338,107,2,63,93,,2.95,,6,12,0,1350,4,147,,, +tayloja01,1898,1,SLN,NL,15,29,50,47,42,0,1,1192,465,172,14,83,89,,3.90,,7,25,0,1713,1,259,,, +tayloja02,1898,1,CHN,NL,5,0,5,5,5,0,0,123,32,10,0,10,11,,2.20,,1,1,0,161,0,12,,, +thornwa01,1898,1,CHN,NL,13,10,28,25,21,2,0,646,226,80,4,56,56,,3.34,,3,18,0,918,3,116,,, +toddfr01,1898,1,LS3,NL,0,2,4,2,0,0,0,33,23,17,0,8,5,,13.91,,0,2,0,65,2,21,,, +weberch01,1898,1,WAS,NL,0,1,1,1,0,0,0,12,9,7,0,1,0,,15.75,,0,2,0,23,0,9,,, +weyhigu01,1898,1,WAS,NL,15,26,45,42,39,0,0,1083,428,181,10,84,92,,4.51,,7,16,0,1564,3,232,,, +wheelge01,1898,1,PHI,NL,6,8,15,13,10,0,0,337,155,52,1,36,20,,4.17,,4,6,0,519,2,94,,, +willipo01,1898,1,WAS,NL,0,2,2,2,2,0,0,51,32,16,0,7,3,,8.47,,0,0,0,88,0,18,,, +willivi01,1898,1,BSN,NL,25,13,41,38,29,1,0,933,264,98,5,148,160,,2.84,,9,29,1,1333,2,143,,, +wilsoze01,1898,1,CL4,NL,13,18,33,31,28,1,0,764,307,102,4,51,45,,3.60,,4,7,0,1096,2,141,,, +woodswa01,1898,1,CHN,NL,9,13,27,22,18,3,0,645,224,75,7,59,26,,3.14,,2,10,0,910,5,128,,, +yeagejo01,1898,1,BRO,NL,12,22,36,33,32,0,0,874,333,118,4,80,70,,3.65,,3,6,0,1255,3,177,,, +youngcy01,1898,1,CL4,NL,25,13,46,41,40,1,0,1133,387,106,6,41,101,,2.53,,9,9,0,1520,5,167,,, +baileha01,1899,1,BSN,NL,6,4,12,11,8,0,0,260,83,38,7,35,26,,3.95,,1,6,0,371,1,42,,, +bakerki01,1899,1,WAS,NL,1,7,11,6,3,0,0,162,79,41,3,22,6,,6.83,,1,6,0,261,5,65,,, +batesfr01,1899,1,SLN,NL,0,0,2,0,0,0,0,26,7,1,0,5,0,,1.04,,0,0,0,37,2,2,,, +batesfr01,1899,2,CL4,NL,1,18,20,19,17,0,0,459,239,123,6,105,13,,7.24,,5,23,2,802,1,181,,, +bernhbi01,1899,1,PHI,NL,6,6,21,12,10,1,0,397,120,39,3,36,23,,2.65,,7,6,2,538,9,66,,, +brashki01,1899,1,LS3,NL,1,0,3,0,0,0,0,24,8,4,0,2,5,,4.50,,0,1,0,34,2,7,,, +breitte01,1899,1,CIN,NL,13,9,26,24,21,0,0,632,219,84,2,71,59,,3.59,,0,9,2,898,2,111,,, +callani01,1899,1,CHN,NL,21,12,35,34,33,3,0,883,327,100,5,76,77,,3.06,,10,24,1,1264,1,155,,, +carribi01,1899,1,NY1,NL,16,27,44,43,40,3,0,1085,485,187,4,122,60,,4.65,,11,18,0,1654,1,250,,, +carseki01,1899,1,CL4,NL,1,8,10,9,8,0,0,233,109,49,2,24,11,,5.68,,3,2,0,356,1,66,,, +carseki01,1899,2,WAS,NL,1,2,4,3,2,0,0,87,27,12,0,4,3,,3.72,,1,1,0,114,1,14,,, +chesbja01,1899,1,PIT,NL,6,9,19,17,15,0,0,447,165,68,3,59,28,,4.11,,5,11,0,659,2,99,,, +cogandi01,1899,1,CHN,NL,2,3,5,5,5,0,0,132,54,21,1,24,9,,4.30,,1,4,0,207,0,32,,, +colcoto01,1899,1,NY1,NL,4,5,11,8,7,0,0,245,85,36,1,41,14,,3.97,,2,3,0,361,3,49,,, +colliha01,1899,1,CL4,NL,1,11,14,12,11,0,0,294,152,89,6,41,8,,8.17,,1,11,1,483,2,122,,, +cronija01,1899,1,CIN,NL,2,2,5,5,5,0,0,123,56,25,2,16,9,,5.49,,1,5,0,194,0,35,,, +cunnibe01,1899,1,LS3,NL,17,17,39,37,33,1,0,971,385,138,4,75,36,,3.84,,4,15,4,1396,2,188,,, +cuppyni01,1899,1,SLN,NL,11,8,21,21,18,1,0,515,203,60,3,26,25,,3.15,,0,5,1,722,0,89,,, +dammabi01,1899,1,CIN,NL,2,1,9,5,3,1,1,144,74,26,0,11,2,,4.88,,0,1,1,223,4,30,,, +dinnebi01,1899,1,WAS,NL,14,20,37,35,30,0,0,873,350,127,6,106,91,,3.93,,8,11,1,1295,2,191,,, +dohened01,1899,1,NY1,NL,14,17,36,34,31,1,0,833,291,136,2,158,120,,4.41,,21,37,2,1276,2,207,,, +donahre01,1899,1,PHI,NL,21,8,35,31,27,4,0,837,292,105,6,63,51,,3.39,,2,11,0,1160,3,147,,, +donlimi01,1899,1,SLN,NL,0,1,3,1,0,0,0,46,15,13,1,14,6,,7.63,,0,1,0,74,2,15,,, +donovbi01,1899,1,BRO,NL,1,2,5,2,2,0,1,75,35,12,0,13,11,,4.32,,1,0,0,119,2,22,,, +dowlipe01,1899,1,LS3,NL,13,17,35,33,30,0,0,895,329,101,6,95,89,,3.05,,3,17,1,1290,2,166,,, +dunklda01,1899,1,WAS,NL,0,2,4,2,2,0,0,78,46,29,3,14,9,,10.04,,1,1,0,135,2,34,,, +dunnja01,1899,1,BRO,NL,23,13,41,34,29,2,2,898,323,123,8,86,48,,3.70,,0,18,0,1278,6,161,,, +dwyerfr01,1899,1,CIN,NL,0,5,5,5,2,0,0,98,48,20,1,9,2,,5.51,,1,1,0,151,0,26,,, +evansro01,1899,1,WAS,NL,3,4,7,7,6,0,0,162,60,34,1,25,27,,5.67,,2,0,0,239,0,40,,, +fauvecl01,1899,1,LS3,NL,1,0,1,1,1,0,0,27,11,0,0,2,1,,0.00,,0,0,0,39,0,4,,, +fifieja01,1899,1,PHI,NL,3,8,14,11,9,1,1,278,110,42,0,36,8,,4.08,,2,4,1,414,3,64,,, +fifieja01,1899,2,WAS,NL,2,4,6,6,6,0,0,141,73,32,1,17,12,,6.13,,0,2,0,226,0,44,,, +fishele01,1899,1,NY1,NL,0,1,1,1,1,0,0,27,9,6,0,6,6,,6.00,,1,2,1,43,0,7,,, +flahepa02,1899,1,LS3,NL,2,3,5,4,4,0,0,117,41,10,0,5,5,,2.31,,0,1,0,158,1,21,,, +frasech01,1899,1,PHI,NL,21,12,35,33,29,4,0,812,278,101,1,85,68,,3.36,,17,22,2,1155,2,146,,, +freembu01,1899,1,WAS,NL,0,0,2,0,0,0,0,21,15,6,3,3,0,,7.71,,0,3,1,41,2,13,,, +friskem01,1899,1,CIN,NL,3,6,9,9,9,0,0,205,81,30,1,17,17,,3.95,,4,6,0,298,0,52,,, +gardnji01,1899,1,PIT,NL,1,0,6,3,0,0,0,97,52,27,1,13,2,,7.52,,1,0,2,157,3,37,,, +garonwi01,1899,1,NY1,NL,0,1,3,1,1,0,0,30,12,5,0,2,2,,4.50,,2,0,0,42,2,7,,, +garvine01,1899,1,CHN,NL,9,13,24,23,22,4,0,597,202,63,1,42,69,,2.85,,3,12,0,822,1,101,,, +gastowe01,1899,1,BRO,NL,0,0,1,0,0,0,0,9,3,1,0,4,0,,3.00,,0,1,0,17,1,1,,, +gettich01,1899,1,NY1,NL,7,8,18,15,12,0,0,384,161,63,3,54,25,,4.43,,4,4,0,583,3,102,,, +gingbi01,1899,1,BSN,NL,1,0,1,1,1,0,0,24,5,1,0,5,2,,1.13,,0,0,0,33,0,1,,, +graych02,1899,1,PIT,NL,3,3,9,7,6,0,0,212,85,27,1,24,9,,3.44,,1,4,1,314,2,35,,, +griffcl01,1899,1,CHN,NL,22,14,38,38,35,0,0,959,329,99,5,65,73,,2.79,,1,14,2,1317,0,163,,, +hahnno01,1899,1,CIN,NL,23,8,38,34,32,4,0,927,280,92,3,68,145,,2.68,,3,10,0,1237,3,128,,, +harpeja01,1899,1,CL4,NL,1,4,5,5,5,0,0,111,44,16,3,12,14,,3.89,,0,3,0,164,0,33,,, +hawlepi01,1899,1,CIN,NL,14,17,34,29,25,0,1,751,289,118,7,65,46,,4.24,,3,20,2,1086,4,161,,, +herrile01,1899,1,WAS,NL,0,0,2,0,0,0,0,6,0,0,0,2,0,,0.00,,0,0,0,8,1,0,,, +hickmch01,1899,1,BSN,NL,6,0,11,9,5,2,1,199,52,33,3,40,14,,4.48,,2,8,0,289,2,38,,, +hillbi01,1899,1,CL4,NL,3,6,11,10,7,0,0,217,96,56,0,39,26,,6.97,,2,4,0,345,1,67,,, +hillbi01,1899,2,BLN,NL,3,4,8,7,6,0,0,183,64,22,1,18,17,,3.25,,3,3,1,259,1,35,,, +hillbi01,1899,3,BRO,NL,1,0,2,1,1,0,1,33,11,1,0,6,3,,0.82,,0,0,0,48,1,3,,, +hoffebi01,1899,1,PIT,NL,8,10,23,19,15,2,0,491,169,66,5,64,44,,3.63,,3,10,0,709,4,98,,, +howelha01,1899,1,BLN,NL,13,8,28,25,21,0,1,628,248,91,1,69,58,,3.91,,5,10,0,922,3,126,,, +hugheja01,1899,1,BRO,NL,28,6,35,35,30,3,0,875,250,87,6,119,99,,2.68,,9,14,1,1213,0,121,,, +hugheji01,1899,1,CL4,NL,4,30,36,34,32,0,0,849,403,170,9,88,54,,5.41,,10,22,0,1318,2,244,,, +johnsyo01,1899,1,NY1,NL,0,0,1,0,0,0,0,6,0,0,0,2,1,,0.00,,0,0,0,8,1,0,,, +jonesco01,1899,1,SLN,NL,6,5,12,12,9,0,0,256,111,34,1,22,28,,3.59,,4,6,0,382,0,51,,, +katolja01,1899,1,CHN,NL,1,1,2,2,2,0,0,54,17,12,0,4,1,,6.00,,0,1,0,73,0,15,,, +kennebr01,1899,1,BRO,NL,22,9,40,33,27,2,2,832,297,86,11,86,55,,2.79,,7,3,0,1175,6,133,,, +killefr01,1899,1,WAS,NL,0,2,2,2,1,0,0,36,18,8,0,4,3,,6.00,,1,1,0,57,0,11,,, +killefr01,1899,2,BSN,NL,7,5,12,12,11,0,0,298,108,47,3,26,23,,4.26,,5,3,0,420,0,65,,, +kitsofr01,1899,1,BLN,NL,22,16,40,37,34,2,0,980,327,101,6,65,75,,2.78,,6,12,0,1333,3,144,,, +klobefr01,1899,1,BSN,NL,1,4,5,5,4,0,0,100,39,18,2,9,8,,4.86,,0,2,2,145,0,22,,, +kneppch01,1899,1,CL4,NL,4,22,27,26,26,0,0,659,307,141,11,77,43,,5.78,,8,15,2,1024,1,190,,, +kolbed01,1899,1,CL4,NL,0,1,1,1,1,0,0,24,18,9,0,5,1,,10.13,,0,1,0,47,0,19,,, +leevesa01,1899,1,PIT,NL,21,23,51,39,35,4,3,1137,353,134,7,122,121,,3.18,,8,11,1,1564,11,191,,, +leithbi01,1899,1,WAS,NL,0,0,1,0,0,0,0,6,4,4,0,2,1,,18.00,,0,1,1,13,0,5,,, +lewiste01,1899,1,BSN,NL,17,11,29,25,23,2,0,704,245,91,10,73,60,,3.49,,3,8,0,993,3,119,,, +lochhha01,1899,1,CL4,NL,0,0,1,0,0,0,0,11,4,0,0,2,0,,0.00,,0,0,0,16,1,2,,, +mageebi01,1899,1,LS3,NL,3,7,12,10,6,1,0,213,91,41,1,28,13,,5.20,,2,9,0,330,2,58,,, +mageebi01,1899,2,PHI,NL,3,5,9,9,7,0,0,210,82,44,0,32,4,,5.66,,3,7,1,320,0,50,,, +mageebi01,1899,3,WAS,NL,1,4,8,7,4,0,0,126,54,40,3,28,11,,8.57,,1,7,0,208,1,45,,, +malarjo01,1899,1,CHN,NL,0,1,1,1,1,0,0,27,19,13,0,5,7,,13.00,,0,1,0,51,0,13,,, +maulal01,1899,1,BRO,NL,2,0,4,4,2,0,0,78,35,13,1,6,2,,4.50,,0,2,0,117,0,19,,, +maupiha01,1899,1,CL4,NL,0,3,5,3,2,0,0,75,55,35,0,7,3,,12.60,,1,1,2,134,2,36,,, +mcallsp01,1899,1,CL4,NL,0,1,3,1,1,0,0,48,29,17,0,10,2,,9.56,,1,4,0,89,2,22,,, +mcbripe01,1899,1,SLN,NL,2,4,11,6,4,0,0,192,65,29,4,40,26,,4.08,,8,4,0,291,4,46,,, +mcfarda01,1899,1,BRO,NL,0,0,1,0,0,0,0,18,6,1,1,3,0,,1.50,,0,0,0,26,1,1,,, +mcfarda01,1899,2,WAS,NL,8,18,32,28,22,1,0,635,268,112,5,64,41,,4.76,,5,11,0,945,4,166,,, +mcginjo01,1899,1,BLN,NL,28,16,48,41,38,4,2,1099,358,109,3,93,74,,2.68,,4,26,1,1519,7,164,,, +mcjamdo01,1899,1,BRO,NL,19,15,37,34,27,1,1,826,295,107,4,122,105,,3.50,,16,10,1,1210,3,166,,, +mckenki01,1899,1,BLN,NL,2,3,8,4,4,0,1,135,66,23,1,19,7,,4.60,,8,3,0,216,3,38,,, +mcparfr01,1899,1,NY1,NL,0,0,1,0,0,0,0,12,4,2,0,3,2,,4.50,,0,2,0,20,1,4,,, +meekijo01,1899,1,NY1,NL,5,11,18,18,16,0,0,445,169,72,4,70,30,,4.37,,4,8,0,669,0,103,,, +meekijo01,1899,2,BSN,NL,7,6,13,13,12,0,0,324,111,34,0,23,23,,2.83,,2,2,0,443,0,52,,, +mercewi01,1899,1,WAS,NL,7,14,23,21,21,0,0,558,234,95,2,53,28,,4.60,,2,6,0,822,2,128,,, +millera01,1899,1,BLN,NL,1,3,6,4,3,0,1,111,44,18,0,14,3,,4.38,,1,4,0,167,2,28,,, +nichoki01,1899,1,BSN,NL,21,19,42,37,37,4,1,1030,326,114,11,82,108,,2.99,,8,6,0,1391,5,155,,, +nopsje01,1899,1,BLN,NL,17,11,33,33,26,2,0,777,296,116,1,71,60,,4.03,,4,11,0,1115,0,156,,, +orthal01,1899,1,PHI,NL,14,3,21,15,13,3,1,434,149,40,0,19,35,,2.49,,1,3,0,582,6,67,,, +parkeja01,1899,1,PIT,NL,0,0,1,1,0,0,0,0,0,2,0,2,0,,,,0,1,0,3,0,2,,, +payneha01,1899,1,PIT,NL,1,3,5,5,2,0,0,79,33,11,2,4,8,,3.76,,0,2,1,114,0,19,,, +peitzhe01,1899,1,CIN,NL,0,0,1,0,0,0,0,15,6,3,0,1,3,,5.40,,0,0,0,21,1,3,,, +phillbi02,1899,1,CIN,NL,17,9,33,27,18,1,1,683,234,84,3,71,43,,3.32,,5,14,2,967,6,121,,, +phillde01,1899,1,LS3,NL,21,17,42,38,33,2,1,963,331,113,10,64,68,,3.17,,3,7,2,1315,4,178,,, +phylebi01,1899,1,CHN,NL,1,8,10,9,9,0,1,251,92,39,2,29,10,,4.20,,0,4,1,363,1,58,,, +piattwi01,1899,1,PHI,NL,23,15,39,38,31,2,0,915,323,117,6,86,89,,3.45,,5,23,0,1300,1,173,,, +powelja01,1899,1,SLN,NL,23,19,48,43,40,2,0,1119,433,146,15,85,87,,3.52,,3,15,0,1594,5,197,,, +reidybi01,1899,1,BRO,NL,1,0,2,1,1,0,1,21,9,2,0,2,2,,2.57,,0,0,0,31,1,2,,, +rhinebi01,1899,1,PIT,NL,4,4,9,9,4,0,0,162,59,36,3,13,6,,6.00,,0,4,0,230,0,42,,, +riddldo01,1899,1,WAS,NL,0,0,1,0,0,0,0,6,7,4,0,2,0,,18.00,,0,0,0,15,0,4,,, +roachsk01,1899,1,CHN,NL,1,0,1,1,1,0,0,27,13,3,0,1,0,,3.00,,0,0,0,40,0,3,,, +rosebze01,1899,1,PIT,NL,0,1,2,2,0,0,0,18,14,6,0,3,2,,9.00,,0,1,0,35,0,8,,, +schmicr01,1899,1,CL4,NL,2,17,20,19,16,0,0,415,197,90,3,62,24,,5.86,,4,14,3,666,1,138,,, +sechrdo01,1899,1,NY1,NL,0,0,1,0,0,0,0,0,0,0,0,2,0,,,,0,0,0,2,0,0,,, +seymocy01,1899,1,NY1,NL,14,18,32,32,31,0,0,805,247,106,5,170,142,,3.56,,14,20,4,1200,0,139,,, +sparktu01,1899,1,PIT,NL,8,6,28,17,8,0,0,510,180,73,1,82,53,,3.86,,4,10,1,756,10,101,,, +stahlch01,1899,1,BSN,NL,0,0,1,0,0,0,0,6,2,2,0,3,0,,9.00,,0,0,0,11,1,2,,, +stiveja01,1899,1,CL4,NL,0,4,7,4,3,0,0,114,48,24,0,25,5,,5.68,,3,2,0,183,1,39,,, +streios01,1899,1,BSN,NL,1,0,2,1,1,0,0,44,15,11,1,15,0,,6.75,,1,2,0,74,0,17,,, +sudhowi01,1899,1,CL4,NL,3,8,11,10,8,0,0,259,131,67,3,25,10,,6.98,,2,7,0,409,1,85,,, +sudhowi01,1899,2,SLN,NL,12,10,25,23,16,0,0,535,193,80,6,62,29,,4.04,,2,15,0,777,2,109,,, +sullimi02,1899,1,BSN,NL,1,0,1,1,1,0,0,27,10,5,1,4,1,,5.00,,0,1,0,41,0,6,,, +sutthja01,1899,1,SLN,NL,1,2,3,3,3,0,0,72,29,11,0,15,8,,4.13,,0,0,0,112,0,25,,, +tanneje01,1899,1,PIT,NL,24,14,41,36,33,3,1,966,361,101,4,52,65,,2.82,,0,14,0,1343,5,139,,, +tayloja01,1899,1,CIN,NL,9,10,25,19,16,2,2,541,207,82,7,43,35,,4.09,,1,11,0,774,6,110,,, +tayloja02,1899,1,CHN,NL,18,21,41,39,39,1,0,1064,380,148,6,84,67,,3.76,,3,22,1,1495,2,223,,, +thomato01,1899,1,SLN,NL,1,1,4,2,2,0,0,75,22,7,1,4,8,,2.52,,0,0,0,97,2,14,,, +wadderu01,1899,1,LS3,NL,7,2,10,9,9,1,1,237,69,27,4,14,44,,3.08,,2,8,0,316,1,38,,, +weyhigu01,1899,1,WAS,NL,17,21,43,38,34,2,0,1004,414,169,8,76,96,,4.54,,5,28,1,1470,4,223,,, +wheelge01,1899,1,PHI,NL,3,1,6,5,3,0,0,117,44,26,1,13,3,,6.00,,1,3,0,171,1,30,,, +wilheha01,1899,1,LS3,NL,1,1,5,3,2,0,0,75,36,17,1,3,6,,6.12,,0,1,0,111,2,22,,, +willivi01,1899,1,BSN,NL,27,8,41,38,35,5,2,1028,277,95,6,117,120,,2.50,,12,30,0,1399,3,126,,, +wilsohi01,1899,1,CL4,NL,0,1,1,1,1,0,0,24,12,8,0,5,1,,9.00,,0,0,0,40,0,8,,, +wilsoze01,1899,1,SLN,NL,1,1,5,2,2,0,0,78,30,13,0,4,3,,4.50,,2,2,0,110,2,18,,, +woodswa01,1899,1,LS3,NL,9,13,26,21,17,0,0,559,216,68,9,37,21,,3.28,,2,7,0,790,5,100,,, +yeagejo01,1899,1,BRO,NL,2,2,10,4,2,1,1,143,56,25,1,16,6,,4.72,,0,2,1,210,6,29,,, +youngcy01,1899,1,SLN,NL,26,16,44,42,40,4,1,1108,368,106,10,44,111,,2.58,,6,6,1,1468,2,173,,, +baileha01,1900,1,BSN,NL,0,0,4,1,0,0,0,60,24,11,0,11,9,,4.95,,3,2,0,94,2,16,,, +bernhbi01,1900,1,PHI,NL,15,10,32,27,20,0,2,656,284,116,3,74,49,,4.77,,11,5,1,986,5,151,,, +breitte01,1900,1,CIN,NL,10,10,24,20,18,1,0,577,205,78,4,79,39,,3.65,,4,14,0,846,3,111,,, +callani01,1900,1,CHN,NL,13,16,32,32,32,2,0,856,347,121,5,74,77,,3.82,,8,22,0,1256,0,195,,, +carribi01,1900,1,NY1,NL,19,22,45,41,32,1,0,1025,415,134,7,92,63,,3.53,,7,13,0,1493,4,224,,, +chambro01,1900,1,BSN,NL,0,0,1,0,0,0,1,12,5,5,0,5,2,,11.25,,0,0,0,21,1,6,,, +chesbja01,1900,1,PIT,NL,15,13,32,26,20,3,1,647,220,88,4,79,56,,3.67,,7,12,0,925,4,123,,, +cogandi01,1900,1,NY1,NL,0,0,2,0,0,0,0,24,10,6,0,6,1,,6.75,,0,0,0,39,2,6,,, +connbe01,1900,1,PHI,NL,0,2,4,1,1,0,0,52,29,16,0,16,2,,8.31,,1,6,0,100,2,29,,, +cunnibe01,1900,1,CHN,NL,4,3,8,7,7,0,0,192,84,31,0,21,7,,4.36,,1,4,0,291,1,53,,, +cuppyni01,1900,1,BSN,NL,8,4,17,13,9,0,1,316,107,36,8,24,23,,3.08,,0,6,0,437,4,64,,, +dinnebi01,1900,1,BSN,NL,20,14,40,37,33,1,0,962,304,111,11,105,107,,3.12,,11,9,2,1331,3,161,,, +dohened01,1900,1,NY1,NL,4,14,20,18,12,0,0,401,148,81,2,96,44,,5.45,,10,22,2,647,2,134,,, +donahre01,1900,1,PHI,NL,15,10,32,24,21,2,0,720,299,96,6,50,41,,3.60,,3,9,1,1041,7,144,,, +donovbi01,1900,1,BRO,NL,1,2,5,4,2,0,0,93,36,23,0,18,13,,6.68,,1,3,0,145,1,23,,, +dunnja01,1900,1,BRO,NL,3,4,10,7,5,0,0,189,88,39,1,28,6,,5.57,,3,4,0,299,2,48,,, +dunnja01,1900,2,PHI,NL,5,5,10,9,9,1,0,240,87,43,2,29,12,,4.84,,2,5,0,349,1,50,,, +easonma01,1900,1,CHN,NL,1,0,1,1,1,0,0,27,9,1,0,3,2,,1.00,,0,0,0,38,0,2,,, +flahepa02,1900,1,PIT,NL,0,0,4,1,0,0,0,66,30,15,0,9,5,,6.14,,0,5,0,107,2,16,,, +frasech01,1900,1,PHI,NL,15,9,29,26,22,1,0,670,250,78,7,93,58,,3.14,,4,11,0,990,3,117,,, +garvine01,1900,1,CHN,NL,10,18,30,28,25,1,0,739,225,66,4,63,107,,2.41,,6,18,0,1007,2,126,,, +griffcl01,1900,1,CHN,NL,14,13,30,30,27,4,0,744,245,84,6,51,61,,3.05,,5,16,0,1018,0,126,,, +hahnno01,1900,1,CIN,NL,16,20,39,37,29,4,0,934,306,113,4,89,132,,3.27,,4,7,0,1289,2,145,,, +harpeja01,1900,1,SLN,NL,0,1,1,1,0,0,0,9,4,4,0,2,0,,12.00,,1,0,0,15,0,7,,, +harveza01,1900,1,CHN,NL,0,0,1,0,0,0,0,12,3,0,0,1,0,,0.00,,0,0,0,15,1,0,,, +hawlepi01,1900,1,NY1,NL,18,18,41,38,34,2,0,988,377,129,7,89,80,,3.53,,1,20,2,1424,2,204,,, +howelha01,1900,1,BRO,NL,6,5,21,10,7,2,0,331,131,46,4,36,26,,3.75,,1,3,0,484,11,69,,, +hugheji01,1900,1,SLN,NL,5,7,20,12,11,0,0,338,147,65,4,40,23,,5.19,,5,6,0,514,7,90,,, +hugheto01,1900,1,CHN,NL,1,1,3,3,3,0,0,63,31,12,0,7,12,,5.14,,0,1,0,99,0,14,,, +hustibe01,1900,1,PIT,NL,0,0,2,0,0,0,0,24,10,5,2,5,7,,5.63,,0,1,0,39,2,5,,, +jonesco01,1900,1,SLN,NL,13,19,39,36,29,3,0,878,334,115,10,82,68,,3.54,,5,19,0,1268,2,185,,, +kennebr01,1900,1,BRO,NL,20,13,42,35,26,2,0,876,316,127,5,111,75,,3.91,,6,8,0,1266,6,160,,, +killefr01,1900,1,CHN,NL,3,3,6,6,6,0,0,162,65,28,1,11,4,,4.67,,1,2,0,232,0,31,,, +kitsofr01,1900,1,BRO,NL,15,13,40,30,21,2,4,760,283,118,12,56,55,,4.19,,7,9,1,1069,9,152,,, +leevesa01,1900,1,PIT,NL,15,13,30,29,25,3,0,698,236,70,2,48,84,,2.71,,10,8,0,955,1,101,,, +lewiste01,1900,1,BSN,NL,13,12,30,22,19,1,0,627,215,96,11,86,66,,4.13,,8,4,0,900,7,122,,, +mathech01,1900,1,NY1,NL,0,3,6,1,1,0,0,101,37,19,1,20,15,,5.08,,1,4,0,157,4,32,,, +maulal01,1900,1,PHI,NL,2,3,5,4,3,0,0,114,53,26,2,3,6,,6.16,,0,2,0,166,1,31,,, +mccreto01,1900,1,PIT,NL,0,0,1,0,0,0,0,9,3,4,2,1,0,,12.00,,1,0,0,13,1,4,,, +mcginjo01,1900,1,BRO,NL,28,8,44,37,32,1,0,1029,350,112,5,113,93,,2.94,,4,40,1,1480,7,179,,, +mclauwa01,1900,1,PHI,NL,0,0,1,0,0,0,0,18,4,3,0,6,1,,4.50,,0,0,0,27,1,4,,, +meekijo01,1900,1,PIT,NL,0,2,2,2,1,0,0,39,20,10,1,8,3,,6.92,,1,1,0,66,0,21,,, +menefjo01,1900,1,CHN,NL,9,4,16,13,11,0,0,351,140,50,1,35,30,,3.85,,0,10,0,518,3,74,,, +mercewi01,1900,1,NY1,NL,13,17,33,29,26,1,0,728,303,104,5,58,39,,3.86,,3,20,0,1072,4,138,,, +newtodo01,1900,1,CIN,NL,9,15,36,27,22,1,0,707,255,108,4,100,89,,4.12,,4,12,0,1038,9,146,,, +nichoki01,1900,1,BSN,NL,13,16,29,27,25,4,0,694,215,79,11,72,53,,3.07,,6,11,0,957,2,116,,, +nopsje01,1900,1,BRO,NL,4,4,9,8,6,1,0,204,79,29,1,18,22,,3.84,,0,2,0,293,0,45,,, +orthal01,1900,1,PHI,NL,14,14,33,30,24,2,1,786,302,110,4,60,68,,3.78,,0,13,0,1121,3,145,,, +phillbi02,1900,1,CIN,NL,9,11,29,24,16,3,0,622,229,99,5,67,50,,4.30,,8,13,1,899,5,140,,, +phillde01,1900,1,PIT,NL,20,13,38,33,29,1,0,837,274,88,7,42,75,,2.84,,7,7,1,1117,5,127,,, +piattwi01,1900,1,PHI,NL,9,10,22,20,16,1,0,482,194,83,5,71,47,,4.65,,1,16,0,739,1,120,,, +pittito01,1900,1,BSN,NL,2,9,18,13,8,0,0,342,135,65,7,54,27,,5.13,,0,8,1,522,4,97,,, +pooleed01,1900,1,PIT,NL,1,0,1,0,0,0,0,21,4,1,0,0,3,,1.29,,0,0,0,24,1,1,,, +powelja01,1900,1,SLN,NL,17,17,38,37,28,3,0,863,325,142,9,77,77,,4.44,,3,3,0,1224,1,194,,, +scotted01,1900,1,CIN,NL,17,20,42,35,31,0,1,945,370,135,10,65,87,,3.86,,11,14,0,1346,7,192,,, +seymocy01,1900,1,NY1,NL,2,1,13,7,2,0,0,159,58,41,4,54,19,,6.96,,8,10,0,273,5,54,,, +stimmar01,1900,1,CIN,NL,1,1,2,1,1,0,0,39,18,10,1,4,2,,6.92,,0,0,0,59,1,11,,, +sudhowi01,1900,1,SLN,NL,6,8,16,14,13,2,0,381,128,39,3,37,29,,2.76,,0,8,0,535,2,62,,, +tanneje01,1900,1,PIT,NL,20,6,29,27,23,2,0,702,247,75,3,43,50,,2.88,,0,17,0,973,2,108,,, +taylodu01,1900,1,NY1,NL,4,3,11,7,6,0,0,187,74,17,0,24,16,,2.45,,2,5,0,281,4,31,,, +tayloja02,1900,1,CHN,NL,10,17,28,26,25,2,1,667,226,63,4,58,57,,2.55,,4,8,0,925,2,130,,, +thomaro01,1900,1,PHI,NL,0,0,1,0,0,0,0,8,4,1,0,0,0,,3.38,,1,0,0,12,1,1,,, +thomato01,1900,1,SLN,NL,1,2,5,1,1,0,1,79,38,11,2,4,7,,3.76,,1,1,0,118,4,22,,, +vanhage01,1900,1,NY1,NL,0,0,1,0,0,0,0,9,1,0,0,3,0,,0.00,,0,0,0,13,1,0,,, +wadderu01,1900,1,PIT,NL,8,13,29,22,16,2,0,626,176,55,3,55,130,,2.37,,2,13,0,838,7,96,,, +wagneho01,1900,1,PIT,NL,0,0,1,0,0,0,0,9,3,0,0,4,1,,0.00,,0,0,0,16,1,3,,, +weyhigu01,1900,1,SLN,NL,3,2,7,5,3,0,0,140,60,24,2,21,6,,4.63,,1,1,1,215,2,44,,, +weyhigu01,1900,2,BRO,NL,3,4,8,8,3,0,0,144,66,23,1,20,8,,4.31,,0,2,0,225,0,33,,, +willivi01,1900,1,BSN,NL,10,17,32,29,22,2,0,708,258,110,11,106,53,,4.19,,8,12,1,1048,3,157,,, +woodswa01,1900,1,PIT,NL,0,0,1,0,0,0,0,9,9,7,0,1,1,,21.00,,0,0,0,19,0,7,,, +yeagejo01,1900,1,BRO,NL,1,1,2,2,2,0,0,51,21,13,1,5,2,,6.88,,0,0,0,74,0,13,,, +youngcy01,1900,1,SLN,NL,20,18,41,35,32,4,0,964,337,107,7,36,115,,3.00,,7,3,1,1291,6,144,,, +bakerbo01,1901,1,CLE,AL,0,1,1,1,1,0,0,24,23,5,0,6,0,,5.63,,2,1,0,53,0,13,,, +bakerbo01,1901,2,PHA,AL,0,1,1,1,0,0,0,18,6,7,0,6,1,,10.50,,0,0,0,29,0,11,,, +bernhbi01,1901,1,PHA,AL,17,10,31,27,26,1,0,771,328,129,6,50,58,,4.52,,6,2,0,1122,4,169,,, +bevilbe01,1901,1,BOS,AL,0,2,2,2,1,0,0,27,8,4,0,9,1,,4.00,,0,1,0,44,0,7,,, +brackja01,1901,1,CLE,AL,4,8,12,12,12,0,0,300,137,69,4,31,18,,6.21,,2,10,0,467,0,94,,, +bradlbi01,1901,1,CLE,AL,0,0,1,0,0,0,0,3,4,0,0,0,0,,0.00,,0,0,0,7,0,3,,, +braggdi01,1901,1,CLE,AL,1,2,4,3,2,0,0,96,44,17,1,15,1,,4.78,,2,1,0,152,0,28,,, +breitte01,1901,1,SLN,NL,0,3,3,3,1,0,0,45,24,11,1,14,3,,6.60,,1,0,0,81,1,26,,, +bresnro01,1901,1,BLA,AL,0,1,2,1,0,0,0,18,10,4,0,4,3,,6.00,,0,0,0,31,1,8,,, +burnsfa01,1901,1,SLN,NL,0,0,1,0,0,0,0,3,2,1,0,1,0,,9.00,,0,1,0,7,1,1,,, +callani01,1901,1,CHA,AL,15,8,27,22,20,1,0,646,195,58,4,50,70,,2.42,,7,9,0,875,5,94,,, +carribi01,1901,1,WS1,AL,14,22,42,37,34,0,0,972,367,135,12,93,70,,3.75,,6,20,0,1415,5,198,,, +carseki01,1901,1,BRO,NL,1,0,2,0,0,0,0,21,9,8,1,3,4,,10.29,,0,1,0,33,2,9,,, +casech01,1901,1,CIN,NL,1,2,3,3,3,0,0,81,34,14,0,6,5,,4.67,,0,0,0,117,0,21,,, +chesbja01,1901,1,PIT,NL,21,10,36,28,26,6,1,863,261,76,4,52,129,,2.38,,5,14,0,1152,8,104,,, +cristbi01,1901,1,CLE,AL,1,5,6,6,5,1,0,145,54,26,1,30,12,,4.84,,3,4,0,227,0,42,,, +cronija01,1901,1,DET,AL,13,16,30,28,21,1,0,659,261,95,6,42,62,,3.89,,5,11,0,948,2,145,,, +cunnibe01,1901,1,CHN,NL,0,1,1,1,1,0,0,27,11,5,0,3,2,,5.00,,0,0,1,40,0,6,,, +cuppyni01,1901,1,BOS,AL,4,6,13,11,9,0,0,280,111,43,1,14,22,,4.15,,1,2,0,396,2,58,,, +deegadu01,1901,1,NY1,NL,0,1,2,1,1,0,0,51,27,12,0,6,8,,6.35,,1,0,0,82,1,17,,, +denzero01,1901,1,NY1,NL,2,6,11,9,3,1,0,185,69,23,2,5,22,,3.36,,2,2,0,253,2,30,,, +dinnebi01,1901,1,BSN,NL,15,18,37,34,31,0,0,928,295,101,8,77,141,,2.94,,10,6,1,1265,3,136,,, +dohened01,1901,1,NY1,NL,2,5,10,6,6,0,0,222,88,37,1,17,36,,4.50,,5,6,0,323,4,53,,, +dohened01,1901,2,PIT,NL,6,2,11,10,6,1,0,230,68,17,1,22,28,,2.00,,4,5,0,315,1,36,,, +donahre01,1901,1,PHI,NL,20,13,34,33,33,1,1,886,299,85,2,59,88,,2.59,,3,9,0,1214,1,111,,, +donovbi01,1901,1,BRO,NL,25,15,45,38,36,2,3,1053,324,108,1,152,226,,2.77,,10,8,0,1490,7,151,,, +donovto01,1901,1,CLE,AL,0,0,1,0,0,0,0,21,16,4,0,3,0,,5.14,,0,2,0,41,1,11,,, +dowlipe01,1901,1,MLA,AL,1,3,10,4,3,0,1,149,71,31,1,14,25,,5.62,,3,4,0,232,5,49,,, +dowlipe01,1901,2,CLE,AL,11,22,33,30,28,2,0,769,269,110,1,104,99,,3.86,,6,15,1,1128,2,160,,, +dugglbi01,1901,1,PHI,NL,20,12,35,29,26,5,0,854,302,91,9,41,95,,2.88,,1,10,0,1169,6,120,,, +dunnja01,1901,1,PHI,NL,0,1,2,2,0,0,0,14,11,11,0,7,1,,21.21,,1,2,0,33,0,16,,, +dunnja01,1901,2,BLA,AL,3,3,9,6,6,0,0,179,74,24,2,21,5,,3.62,,0,1,0,268,3,45,,, +dupeefr01,1901,1,CHA,AL,0,1,1,1,0,0,0,0,0,3,0,3,0,,,,0,0,0,3,0,3,,, +easonma01,1901,1,CHN,NL,8,17,27,25,23,1,0,662,246,88,9,60,68,,3.59,,1,13,0,952,2,136,,, +felixha01,1901,1,NY1,NL,0,0,1,0,0,0,0,6,3,0,0,0,0,,0.00,,0,0,0,9,1,0,,, +ferguch02,1901,1,CHN,NL,0,0,1,0,0,0,0,6,1,0,0,2,0,,0.00,,0,0,0,9,1,0,,, +fishech04,1901,1,NY1,NL,0,0,1,1,0,0,0,12,11,7,0,2,1,,15.75,,0,0,0,24,0,9,,, +fishech04,1901,2,SLN,NL,0,0,1,0,0,0,0,9,7,5,0,1,0,,15.00,,0,0,0,17,0,5,,, +foremfr01,1901,1,BOS,AL,0,1,1,1,1,0,0,24,8,8,1,2,1,,9.00,,0,2,0,35,0,9,,, +foremfr01,1901,2,BLA,AL,12,6,24,22,18,1,1,574,225,78,2,58,41,,3.67,,5,6,0,841,2,120,,, +frasech01,1901,1,PHA,AL,22,16,40,37,35,2,0,993,344,140,6,132,110,,3.81,,11,32,0,1463,3,210,,, +friskem01,1901,1,DET,AL,5,4,11,7,6,0,0,224,94,36,1,26,22,,4.34,,1,2,0,337,3,60,,, +garvine01,1901,1,MLA,AL,8,20,37,27,22,1,1,772,258,99,4,90,122,,3.46,,13,14,0,1105,10,155,,, +gearda01,1901,1,WS1,AL,4,11,24,16,14,1,1,489,199,73,9,22,35,,4.03,,0,4,0,695,8,100,,, +griffcl01,1901,1,CHA,AL,24,7,35,30,26,5,1,800,275,79,4,50,67,,2.67,,2,4,0,1099,5,114,,, +guesewh01,1901,1,CIN,NL,1,4,6,5,4,0,0,133,62,30,5,14,11,,6.09,,2,3,0,206,1,48,,, +hahnno01,1901,1,CIN,NL,22,19,42,42,41,2,0,1126,370,113,12,69,239,,2.71,,10,9,0,1524,0,159,,, +harpeja01,1901,1,SLN,NL,23,13,39,37,28,1,0,926,294,124,7,99,128,,3.62,,19,16,1,1294,0,158,,, +hartbi01,1901,1,CLE,AL,7,11,20,19,16,0,0,473,180,66,3,57,48,,3.77,,7,10,2,702,1,109,,, +harveza01,1901,1,CHA,AL,3,7,16,9,5,0,1,276,91,37,2,34,27,,3.62,,4,5,0,396,6,59,,, +hawlepi01,1901,1,MLA,AL,7,14,26,23,17,0,0,547,228,93,3,41,50,,4.59,,3,9,0,804,2,133,,, +heismcr01,1901,1,CIN,NL,0,1,3,2,1,0,0,41,18,9,1,6,6,,5.93,,0,3,0,66,1,9,,, +hestela01,1901,1,NY1,NL,0,1,1,1,1,0,0,18,15,5,0,3,2,,7.50,,2,0,0,35,0,15,,, +hickmch01,1901,1,NY1,NL,3,5,9,9,6,0,0,195,76,33,1,26,11,,4.57,,1,3,0,291,0,42,,, +highed01,1901,1,DET,AL,1,0,4,1,1,0,0,54,21,7,0,6,4,,3.50,,0,1,0,80,2,9,,, +hoffebi01,1901,1,CLE,AL,3,8,16,10,10,0,3,297,113,50,2,35,19,,4.55,,3,1,1,435,6,78,,, +howelha01,1901,1,BLA,AL,14,21,37,34,32,1,0,884,333,120,5,79,93,,3.67,,6,7,0,1269,3,188,,, +hugheja01,1901,1,BRO,NL,17,12,31,29,24,0,0,752,265,91,3,102,96,,3.27,,8,12,0,1098,2,125,,, +hugheto01,1901,1,CHN,NL,10,23,37,35,32,1,0,925,309,111,4,115,225,,3.24,,16,17,0,1325,2,166,,, +hustibe01,1901,1,MLA,AL,9,15,34,26,19,0,1,652,234,103,5,95,67,,4.27,,3,13,0,969,8,151,,, +isbelfr01,1901,1,CHA,AL,0,0,1,0,0,0,0,3,2,1,0,0,0,,9.00,,0,0,0,5,1,1,,, +jonesco01,1901,1,SLN,NL,2,6,10,9,7,0,0,229,97,38,4,22,25,,4.48,,0,3,0,341,0,51,,, +jonesji01,1901,1,NY1,NL,0,1,1,1,1,0,0,15,6,6,0,2,3,,10.80,,1,0,0,22,0,6,,, +karnsbi01,1901,1,BLA,AL,1,0,3,1,1,0,0,51,30,12,0,9,5,,6.35,,1,0,0,88,2,18,,, +katolja01,1901,1,CHA,AL,11,10,27,25,19,0,0,624,231,65,3,53,59,,2.81,,1,11,0,895,2,126,,, +kelluwi01,1901,1,BOS,AL,2,3,6,6,5,0,0,144,61,34,3,7,8,,6.38,,2,3,0,210,0,42,,, +kennebr01,1901,1,BRO,NL,3,5,14,8,6,0,0,256,80,29,1,24,28,,3.06,,0,1,1,350,6,40,,, +kitsofr01,1901,1,BRO,NL,19,11,38,32,26,5,2,842,312,93,9,67,127,,2.98,,3,10,0,1194,6,135,,, +lawsobo01,1901,1,BSN,NL,2,2,6,4,4,0,0,138,45,17,0,28,12,,3.33,,1,3,0,208,1,28,,, +leevesa01,1901,1,PIT,NL,14,5,21,20,18,2,0,528,182,56,2,39,82,,2.86,,5,7,0,733,1,82,,, +leewa01,1901,1,WS1,AL,16,16,36,33,25,2,0,786,328,128,14,45,63,,4.40,,1,11,0,1140,3,184,,, +leitndu01,1901,1,PHA,AL,0,0,1,0,0,0,0,6,1,0,0,1,1,,0.00,,0,0,0,8,1,0,,, +leitndu01,1901,2,NY1,NL,0,2,2,2,2,0,0,54,27,9,0,4,3,,4.50,,0,1,0,84,0,9,,, +lewiste01,1901,1,BOS,AL,16,17,39,34,31,1,1,949,299,124,14,91,103,,3.53,,2,8,0,1311,5,172,,, +livinja01,1901,1,NY1,NL,0,0,2,0,0,0,0,36,26,12,0,7,6,,9.00,,0,3,0,70,2,13,,, +loospe01,1901,1,PHA,AL,0,1,1,1,0,0,0,3,2,3,0,4,0,,27.00,,0,0,0,9,0,5,,, +mageebi01,1901,1,SLN,NL,0,0,1,1,0,0,0,24,8,4,0,4,3,,4.50,,1,0,0,35,0,4,,, +mageebi01,1901,2,NY1,NL,0,4,6,5,4,0,0,127,56,28,4,11,14,,5.95,,1,4,0,192,1,36,,, +mathech01,1901,1,NY1,NL,20,17,40,38,36,5,0,1008,288,90,3,97,221,,2.41,,23,13,1,1361,2,131,,, +maulal01,1901,1,NY1,NL,0,3,3,3,2,0,0,57,39,24,1,8,5,,11.37,,2,2,1,103,0,27,,, +mcaleja01,1901,1,CHA,AL,0,0,1,0,0,0,0,9,7,3,0,1,1,,9.00,,0,0,0,17,1,3,,, +mcaleji01,1901,1,CLE,AL,0,0,1,0,0,0,0,1,2,0,0,3,0,,0.00,,3,0,0,6,1,3,,, +mccange01,1901,1,BRO,NL,2,3,6,5,3,0,0,102,34,13,1,16,9,,3.44,,0,4,0,151,1,25,,, +mcfadba01,1901,1,CIN,NL,3,4,8,5,4,0,0,138,54,31,2,40,11,,6.07,,1,6,0,232,2,39,,, +mcginjo01,1901,1,BLA,AL,26,20,48,43,39,1,1,1146,412,151,7,96,75,,3.56,,5,21,0,1631,4,219,,, +mcjamdo01,1901,1,BRO,NL,5,6,13,12,6,0,0,273,104,48,1,40,42,,4.75,,4,7,0,412,1,71,,, +mcneaha01,1901,1,CLE,AL,5,5,12,10,9,0,0,256,120,42,4,30,15,,4.43,,1,8,0,404,2,68,,, +mcphejo01,1901,1,PHA,AL,0,1,1,1,0,0,0,12,7,5,0,4,0,,11.25,,0,1,0,24,0,5,,, +menefjo01,1901,1,CHN,NL,8,12,21,20,19,0,0,547,201,77,4,34,55,,3.80,,3,6,0,764,1,102,,, +mercewi01,1901,1,WS1,AL,9,13,24,22,19,1,1,539,217,91,8,50,31,,4.56,,3,10,0,796,2,126,,, +merrige01,1901,1,PIT,NL,3,0,3,3,3,0,0,72,28,13,0,5,5,,4.88,,0,2,0,104,0,18,,, +millero01,1901,1,DET,AL,23,13,38,36,35,3,1,996,339,109,1,98,79,,2.95,,4,13,0,1408,1,168,,, +millibi01,1901,1,PHA,AL,0,3,6,3,2,0,0,99,43,16,1,14,5,,4.36,,2,2,0,154,2,24,,, +millswi01,1901,1,NY1,NL,0,2,2,2,2,0,0,48,21,15,2,4,3,,8.44,,0,1,0,72,0,15,,, +mitchfr01,1901,1,BOS,AL,6,6,17,13,10,0,0,326,115,46,2,51,34,,3.81,,2,11,0,491,4,67,,, +mooreea01,1901,1,CLE,AL,16,14,31,30,28,4,0,754,234,81,4,107,99,,2.90,,12,8,0,1074,1,129,,, +morrifr01,1901,1,BOS,AL,0,0,1,0,0,0,0,13,5,1,0,2,1,,2.08,,0,2,0,22,1,1,,, +murphed01,1901,1,SLN,NL,10,9,23,21,16,0,0,495,201,77,5,32,42,,4.20,,0,1,0,707,1,105,,, +newtodo01,1901,1,CIN,NL,4,13,20,18,17,0,0,505,190,77,6,59,65,,4.12,,6,14,0,746,2,117,,, +newtodo01,1901,2,BRO,NL,6,5,13,12,9,0,0,315,110,33,1,30,45,,2.83,,3,7,0,448,1,42,,, +nichoki01,1901,1,BSN,NL,19,16,38,34,33,4,0,963,306,115,8,90,143,,3.22,,8,10,0,1326,4,146,,, +nopsje01,1901,1,BLA,AL,12,10,27,23,17,1,1,530,192,80,5,59,43,,4.08,,10,13,0,774,3,123,,, +oneilmi01,1901,1,SLN,NL,2,2,5,4,4,1,0,123,29,6,2,10,16,,1.32,,0,5,0,162,1,12,,, +orthal01,1901,1,PHI,NL,20,12,35,33,30,6,1,845,250,71,3,32,92,,2.27,,5,8,0,1097,2,101,,, +owenfr01,1901,1,DET,AL,1,3,8,5,3,0,0,168,70,27,1,30,17,,4.34,,3,4,0,266,3,43,,, +parkedo01,1901,1,CIN,NL,0,1,1,1,1,0,0,24,26,14,1,2,0,,15.75,,1,0,0,51,0,21,,, +patteca01,1901,1,WS1,AL,18,10,32,30,26,4,0,763,285,111,8,74,109,,3.93,,3,17,0,1110,2,163,,, +pattero01,1901,1,CHA,AL,20,15,41,35,30,4,0,937,345,117,11,62,127,,3.37,,10,11,1,1319,6,164,,, +phillbi02,1901,1,CIN,NL,14,18,37,36,29,1,0,844,364,145,7,67,109,,4.64,,3,12,0,1250,1,196,,, +phillde01,1901,1,PIT,NL,22,12,37,32,30,1,2,888,274,73,7,38,103,,2.22,,3,10,1,1171,5,115,,, +phylebi01,1901,1,NY1,NL,7,10,24,19,16,0,1,506,208,80,2,54,62,,4.27,,7,6,0,752,4,121,,, +piattwi01,1901,1,PHA,AL,5,12,18,16,15,0,1,420,176,72,3,60,45,,4.63,,3,3,0,643,2,112,,, +piattwi01,1901,2,CHA,AL,4,2,7,6,4,1,0,155,42,16,2,14,19,,2.79,,0,4,0,209,1,29,,, +pittito01,1901,1,BSN,NL,13,16,34,33,27,1,0,844,288,94,7,76,129,,3.01,,5,8,1,1179,1,135,,, +planked01,1901,1,PHA,AL,17,13,33,32,28,1,0,782,254,96,3,68,90,,3.31,,13,7,0,1081,1,133,,, +pooleed01,1901,1,PIT,NL,5,4,12,10,8,1,0,240,78,32,3,30,26,,3.60,,1,6,0,343,2,45,,, +powelja01,1901,1,SLN,NL,19,19,45,37,33,2,3,1015,351,133,14,50,133,,3.54,,6,12,0,1383,8,168,,, +prentge01,1901,1,BOS,AL,1,0,2,1,1,0,0,30,7,2,0,6,0,,1.80,,0,0,0,42,1,4,,, +reidybi01,1901,1,MLA,AL,16,20,37,33,28,2,0,904,364,141,14,62,50,,4.21,,6,9,0,1305,4,183,,, +rusieam01,1901,1,CIN,NL,0,1,3,2,2,0,0,66,43,21,1,3,6,,8.59,,2,0,0,109,0,25,,, +schmicr01,1901,1,BLA,AL,0,2,4,3,1,0,0,68,25,5,0,16,2,,1.99,,2,0,0,106,1,20,,, +scottdi01,1901,1,CIN,NL,0,2,3,2,2,0,0,63,26,12,2,9,7,,5.14,,0,3,0,98,1,15,,, +scotted01,1901,1,CLE,AL,6,6,17,16,11,0,1,374,149,61,2,38,23,,4.40,,1,7,0,554,1,82,,, +sieveed01,1901,1,DET,AL,18,14,38,33,30,2,0,866,334,104,9,65,85,,3.24,,3,8,0,1240,5,166,,, +skopejo01,1901,1,CHA,AL,6,3,9,9,6,0,0,205,62,24,1,45,24,,3.16,,8,8,0,312,0,39,,, +smithhe01,1901,1,NY1,NL,0,1,2,1,1,0,0,40,24,12,0,5,5,,8.10,,0,3,0,70,1,13,,, +sparktu01,1901,1,MLA,AL,7,17,29,26,18,0,0,630,228,82,5,93,62,,3.51,,6,14,0,941,3,157,,, +stimmar01,1901,1,CIN,NL,4,14,20,18,14,1,0,460,170,70,10,44,55,,4.11,,4,12,0,666,2,96,,, +sudhowi01,1901,1,SLN,NL,17,11,38,26,25,1,2,829,281,108,4,92,78,,3.52,,7,18,0,1183,11,142,,, +sutthja01,1901,1,CIN,NL,1,6,10,4,4,0,0,211,82,43,2,39,12,,5.50,,2,2,0,325,6,55,,, +swormle01,1901,1,CIN,NL,2,1,3,3,3,0,0,78,19,5,2,5,13,,1.73,,0,2,0,101,0,8,,, +tanneje01,1901,1,PIT,NL,18,10,32,30,25,4,1,757,240,61,1,36,118,,2.18,,2,10,0,1009,2,94,,, +taylodu01,1901,1,NY1,NL,18,27,45,43,37,4,0,1060,377,125,8,112,136,,3.18,,4,16,1,1518,2,193,,, +tayloja02,1901,1,CHN,NL,13,19,33,31,30,0,0,827,341,103,5,44,68,,3.36,,3,8,1,1183,2,165,,, +townsha01,1901,1,PHI,NL,9,6,19,16,14,2,0,431,118,55,3,64,72,,3.45,,7,5,0,599,2,73,,, +vanhage01,1901,1,NY1,NL,0,0,1,0,0,0,0,18,12,2,0,6,2,,3.00,,0,1,0,36,1,10,,, +vanzaik01,1901,1,NY1,NL,0,0,2,0,0,0,0,38,16,10,0,8,2,,7.11,,0,1,0,61,2,15,,, +volzja01,1901,1,BOS,AL,1,0,1,1,1,0,0,21,6,7,2,9,5,,9.00,,0,0,0,35,0,9,,, +wadderu01,1901,1,PIT,NL,0,2,2,2,0,0,0,23,10,8,0,9,4,,9.39,,1,1,0,42,0,12,,, +wadderu01,1901,2,CHN,NL,14,14,29,28,26,0,0,731,239,76,5,66,168,,2.81,,8,9,0,1013,1,123,,, +weyhigu01,1901,1,CLE,AL,0,0,2,1,0,0,0,34,20,10,0,5,0,,7.94,,0,4,0,62,1,11,,, +weyhigu01,1901,2,CIN,NL,0,1,1,1,1,0,0,27,11,3,0,2,3,,3.00,,0,2,0,41,0,9,,, +whitedo01,1901,1,PHI,NL,14,13,31,27,22,0,0,710,241,84,2,56,132,,3.19,,7,14,2,989,4,122,,, +wickebo01,1901,1,SLN,NL,0,0,1,0,0,0,0,9,4,0,0,1,2,,0.00,,0,0,0,14,1,3,,, +willivi01,1901,1,BSN,NL,20,17,38,35,33,6,0,916,262,80,6,78,133,,2.36,,5,11,0,1226,3,111,,, +wiltssn01,1901,1,PIT,NL,1,4,7,5,3,0,0,133,57,21,2,13,10,,4.26,,0,5,1,202,2,28,,, +wiltssn01,1901,2,PHA,AL,13,5,19,19,18,2,0,498,185,66,1,35,40,,3.58,,5,7,0,706,0,91,,, +wintege01,1901,1,BOS,AL,16,12,28,28,26,1,0,723,234,75,4,66,63,,2.80,,3,4,0,1000,0,127,,, +wrighge02,1901,1,BRO,NL,1,0,1,1,1,0,0,27,6,1,0,1,6,,1.00,,0,0,0,33,0,2,,, +yeagejo01,1901,1,DET,AL,12,11,26,25,22,2,1,599,209,58,4,46,38,,2.61,,2,8,0,839,1,105,,, +yerkest01,1901,1,BLA,AL,0,1,1,1,1,0,0,24,12,6,0,2,4,,6.75,,0,0,0,37,0,9,,, +yerkest01,1901,2,SLN,NL,3,1,4,4,4,0,0,102,35,12,2,6,15,,3.18,,0,1,0,139,0,14,,, +youngcy01,1901,1,BOS,AL,33,10,43,41,38,5,0,1114,324,67,6,37,158,,1.62,,2,7,0,1440,2,112,,, +adamsjo01,1902,1,SLN,NL,0,0,1,0,0,0,0,12,9,4,0,2,0,,9.00,,0,1,0,23,1,6,,, +adkindo01,1902,1,BOS,AL,1,1,4,2,1,0,0,60,30,9,2,7,3,,4.05,,0,0,0,94,2,20,,, +altroni01,1902,1,BOS,AL,0,2,3,2,1,0,1,54,19,4,0,7,5,,2.00,,0,1,0,78,1,13,,, +becklja01,1902,1,CIN,NL,0,1,1,1,0,0,0,12,9,3,0,1,2,,6.75,,0,0,0,21,0,8,,, +bernhbi01,1902,1,PHA,AL,1,0,1,1,1,0,0,27,7,1,0,3,1,,1.00,,0,0,0,36,0,1,,, +bernhbi01,1902,2,CLE,AL,17,5,27,24,22,3,1,651,169,53,4,34,57,,2.20,,4,5,0,823,3,78,,, +blewebo01,1902,1,NY1,NL,0,2,5,3,2,0,0,84,39,15,0,7,8,,4.82,,0,1,0,127,2,26,,, +burkeje01,1902,1,SLA,AL,0,1,1,0,0,0,0,3,4,1,0,1,2,,9.00,,0,0,0,8,0,4,,, +burkejo02,1902,1,NY1,NL,0,1,2,1,1,0,0,42,21,9,0,3,3,,5.79,,0,0,0,64,1,11,,, +butleik01,1902,1,BLA,AL,1,10,16,14,12,0,0,349,168,69,1,45,13,,5.34,,0,2,0,545,2,103,,, +callani01,1902,1,CHA,AL,16,14,35,31,29,2,0,847,287,113,8,89,75,,3.60,,5,11,0,1187,4,150,,, +carnepa01,1902,1,BSN,NL,0,1,2,1,0,0,0,15,6,5,1,3,3,,9.00,,0,1,0,24,1,5,,, +carribi01,1902,1,WS1,AL,11,17,31,30,28,0,0,773,344,139,10,72,36,,4.86,,5,9,0,1155,1,194,,, +chesbja01,1902,1,PIT,NL,28,6,35,33,31,8,1,859,242,69,1,62,136,,2.17,,3,21,1,1139,2,81,,, +clarkgi01,1902,1,CLE,AL,1,0,1,0,0,0,0,18,10,4,0,3,1,,6.00,,1,1,0,31,1,6,,, +coaklan01,1902,1,PHA,AL,2,1,3,3,3,0,0,81,25,8,0,9,9,,2.67,,1,2,0,113,0,15,,, +cronija01,1902,1,DET,AL,0,0,4,0,0,0,0,52,26,18,1,8,5,,9.35,,1,3,0,86,4,23,,, +cronija01,1902,2,BLA,AL,3,5,10,8,8,0,0,227,66,22,1,24,20,,2.62,,2,0,0,304,1,29,,, +cronija01,1902,3,NY1,NL,5,6,13,12,11,0,0,342,105,31,3,18,52,,2.45,,1,0,0,447,1,49,,, +currasa01,1902,1,BSN,NL,0,0,1,0,0,0,0,20,6,1,0,0,3,,1.35,,0,0,0,25,1,1,,, +curricl01,1902,1,CIN,NL,3,4,10,7,6,1,0,196,70,27,1,17,20,,3.72,,0,2,0,275,2,37,,, +curricl01,1902,2,SLN,NL,7,5,15,12,10,2,0,374,125,36,0,35,30,,2.60,,3,6,0,520,2,54,,, +cushmha01,1902,1,PIT,NL,0,4,4,4,3,0,0,77,30,21,0,31,12,,7.36,,0,2,0,136,0,31,,, +deinipe01,1902,1,BOS,AL,0,0,2,1,0,0,0,36,19,13,3,9,2,,9.75,,1,2,0,64,1,16,,, +dinnebi01,1902,1,BOS,AL,21,21,42,42,39,2,0,1114,348,121,9,99,136,,2.93,,3,8,0,1508,0,155,,, +dohened01,1902,1,PIT,NL,16,4,22,21,19,2,0,565,161,53,0,61,88,,2.53,,5,15,0,772,1,68,,, +donahre01,1902,1,SLA,AL,22,11,35,34,33,2,0,949,322,97,7,65,63,,2.76,,1,8,0,1292,1,134,,, +donlimi01,1902,1,CIN,NL,0,0,1,0,0,0,0,3,1,0,0,0,0,,0.00,,0,0,0,4,1,0,,, +donovbi01,1902,1,BRO,NL,17,15,35,33,30,4,1,893,250,92,1,111,170,,2.78,,7,7,0,1214,2,122,,, +dornegu01,1902,1,CLE,AL,3,1,4,4,4,1,0,108,33,5,1,13,5,,1.25,,3,1,0,149,0,13,,, +dressbo01,1902,1,BSN,NL,0,1,1,1,1,0,0,27,12,3,0,0,8,,3.00,,0,0,0,38,0,6,,, +dugglbi01,1902,1,PHA,AL,1,1,2,2,2,0,0,51,19,6,0,4,4,,3.18,,1,0,0,71,0,9,,, +dugglbi01,1902,2,PHI,NL,11,17,33,27,25,0,1,776,282,97,2,57,60,,3.38,,2,12,2,1086,6,130,,, +dunhawi01,1902,1,SLN,NL,2,3,7,5,3,0,1,114,47,24,1,13,15,,5.68,,1,3,0,171,2,31,,, +dunnja01,1902,1,NY1,NL,0,3,3,2,2,0,0,80,28,11,0,12,6,,3.71,,0,0,0,116,1,14,,, +durhajo01,1902,1,CHA,AL,1,1,3,3,3,0,0,60,21,13,0,16,3,,5.85,,2,0,0,94,0,15,,, +easonma01,1902,1,CHN,NL,1,1,2,2,2,0,0,54,21,2,0,2,4,,1.00,,0,0,0,74,0,7,,, +easonma01,1902,2,BSN,NL,9,12,27,27,20,2,0,640,249,69,4,61,51,,2.91,,6,12,0,928,0,100,,, +eganwi01,1902,1,DET,AL,0,2,3,3,2,0,0,66,23,7,0,6,0,,2.86,,2,0,0,91,0,12,,, +evansro01,1902,1,NY1,NL,8,13,23,17,17,0,0,528,186,62,2,58,48,,3.17,,5,9,0,753,6,87,,, +evansro01,1902,2,BRO,NL,5,6,13,11,11,2,0,292,91,29,0,33,35,,2.68,,3,2,0,403,2,42,,, +ewingbo01,1902,1,CIN,NL,5,6,15,12,10,0,0,353,126,39,1,47,44,,2.98,,3,3,0,510,3,67,,, +felixha01,1902,1,PHI,NL,1,3,9,5,3,0,0,135,61,28,1,11,10,,5.60,,0,0,0,200,4,37,,, +fisheed01,1902,1,DET,AL,0,0,1,0,0,0,0,12,4,0,0,1,0,,0.00,,0,0,0,16,1,0,,, +foremfr01,1902,1,BLA,AL,0,2,2,2,2,0,0,49,28,11,0,6,2,,6.06,,0,0,0,80,0,18,,, +foxhe01,1902,1,PHI,NL,0,0,1,0,0,0,1,3,2,2,0,1,1,,18.00,,0,0,0,6,1,3,,, +frasech01,1902,1,PHI,NL,12,13,27,26,24,3,0,672,238,85,2,74,97,,3.42,,11,15,0,964,1,115,,, +frielbi01,1902,1,SLA,AL,0,0,1,0,0,0,0,12,4,2,0,0,0,,4.50,,0,0,0,15,0,4,,, +gardnji01,1902,1,CHN,NL,1,2,3,3,2,0,0,75,23,8,0,10,6,,2.88,,0,0,0,104,0,12,,, +garvine01,1902,1,CHA,AL,10,10,23,19,16,2,0,526,169,43,3,43,55,,2.21,,6,8,0,717,4,68,,, +garvine01,1902,2,BRO,NL,1,1,2,2,2,1,0,54,15,2,0,4,7,,1.00,,1,0,0,70,0,3,,, +gladefr01,1902,1,CHN,NL,0,1,1,1,1,0,0,24,13,8,0,3,3,,9.00,,0,1,0,40,0,11,,, +glendma01,1902,1,CIN,NL,0,1,1,1,0,0,0,9,5,4,0,4,0,,12.00,,0,0,0,18,0,5,,, +griffcl01,1902,1,CHA,AL,15,9,28,24,20,3,0,639,247,99,11,47,51,,4.18,,3,16,0,914,4,117,,, +hackeji01,1902,1,SLN,NL,0,3,4,3,3,0,0,91,46,21,0,16,7,,6.23,,1,1,0,149,1,26,,, +hahnno01,1902,1,CIN,NL,23,12,36,36,35,6,0,963,282,63,2,58,142,,1.77,,6,6,0,1258,0,97,,, +haleda01,1902,1,BSN,NL,1,3,8,5,3,0,0,120,57,27,1,16,11,,6.08,,0,1,0,188,3,38,,, +haleda01,1902,2,BLA,AL,0,1,3,2,1,0,0,42,21,7,0,6,6,,4.50,,0,1,0,68,1,14,,, +hardyal01,1902,1,CHN,NL,2,2,4,4,4,1,0,105,29,14,0,12,12,,3.60,,1,0,0,140,0,19,,, +harpeja01,1902,1,SLA,AL,15,11,29,26,20,2,0,667,224,102,8,81,74,,4.13,,7,8,1,943,3,131,,, +heidrem01,1902,1,SLA,AL,0,0,1,0,0,0,0,3,0,0,0,0,0,,0.00,,0,0,0,3,0,0,,, +heismcr01,1902,1,CIN,NL,2,1,5,3,2,0,0,99,33,9,1,10,15,,2.45,,0,5,0,142,2,18,,, +heismcr01,1902,2,BLA,AL,0,3,3,3,2,0,0,48,20,15,1,12,2,,8.44,,1,2,0,79,0,17,,, +hessot01,1902,1,CLE,AL,2,4,7,4,4,0,0,131,67,29,0,23,13,,5.98,,1,1,0,215,3,42,,, +hickmch01,1902,2,CLE,AL,0,1,1,1,1,0,0,24,11,7,0,5,1,,7.88,,0,1,0,40,0,8,,, +hookebu01,1902,1,CIN,NL,0,1,1,1,1,0,0,24,11,4,1,0,0,,4.50,,0,0,0,34,0,5,,, +howelha01,1902,1,BLA,AL,9,15,26,23,19,1,0,597,243,91,5,48,33,,4.12,,3,7,0,862,3,136,,, +hugheja01,1902,1,BRO,NL,15,10,30,29,26,0,0,735,221,80,3,54,87,,2.94,,9,9,0,980,1,117,,, +hugheto01,1902,1,BLA,AL,7,5,13,13,12,1,0,325,120,47,2,32,45,,3.90,,6,2,0,461,0,57,,, +hugheto01,1902,2,BOS,AL,3,3,9,8,4,0,0,148,51,18,0,24,15,,3.28,,2,1,0,216,1,31,,, +hustibe01,1902,1,BOS,AL,0,1,1,1,1,0,0,24,15,8,0,8,4,,9.00,,0,0,1,46,0,15,,, +hustibe01,1902,2,PHA,AL,14,5,32,27,17,1,0,612,240,86,7,91,44,,3.79,,3,9,1,918,5,126,,, +iburgha01,1902,1,PHI,NL,11,18,30,29,20,1,0,708,286,102,1,62,106,,3.89,,4,11,0,1030,1,141,,, +isbelfr01,1902,1,CHA,AL,0,0,1,0,0,0,0,12,3,1,0,1,1,,2.25,,0,0,0,15,0,2,,, +jossad01,1902,1,CLE,AL,17,13,32,29,28,5,0,808,225,83,2,75,106,,2.77,,5,13,0,1076,2,120,,, +kaneha01,1902,1,SLA,AL,0,1,4,1,1,0,0,69,34,14,2,16,7,,5.48,,0,0,0,115,3,21,,, +katolja01,1902,1,CHA,AL,0,0,1,0,0,0,0,3,1,0,0,0,2,,0.00,,0,0,0,4,1,0,,, +katolja01,1902,2,BLA,AL,5,10,15,13,13,0,0,369,175,55,5,32,25,,4.02,,4,2,0,558,2,106,,, +kennaed01,1902,1,PHA,AL,1,1,2,1,1,0,0,51,19,10,1,11,5,,5.29,,0,1,0,79,1,15,,, +kennebr01,1902,1,NY1,NL,1,4,6,6,4,1,0,116,44,17,0,16,9,,3.96,,1,0,0,170,0,25,,, +kisinru01,1902,1,DET,AL,2,3,5,5,5,0,0,130,48,15,0,14,7,,3.12,,1,3,0,188,0,20,,, +kitsofr01,1902,1,BRO,NL,19,13,32,31,29,3,0,806,258,83,4,49,114,,2.78,,4,7,0,1078,1,102,,, +klobefr01,1902,1,BSN,NL,1,0,1,1,1,0,0,24,9,1,0,2,4,,1.13,,0,1,0,35,0,1,,, +lawsobo01,1902,1,BLA,AL,0,2,3,2,1,0,0,39,21,7,0,3,5,,4.85,,1,2,0,63,1,11,,, +leevesa01,1902,1,PIT,NL,15,7,28,26,23,4,2,666,203,59,2,31,86,,2.39,,3,8,0,873,2,73,,, +leewa01,1902,1,WS1,AL,5,6,13,10,10,0,0,294,118,55,5,20,24,,5.05,,0,8,0,424,3,66,,, +leitndu01,1902,1,CLE,AL,0,0,1,1,0,0,0,24,11,4,0,1,0,,4.50,,0,0,0,35,0,4,,, +leitndu01,1902,2,CHA,AL,0,0,1,0,0,0,0,12,9,6,0,2,0,,13.50,,0,2,0,24,1,7,,, +longre01,1902,1,BSN,NL,0,0,1,1,1,0,0,24,4,1,0,3,5,,1.13,,0,1,0,31,0,2,,, +lundbja01,1902,1,CLE,AL,1,1,8,3,1,0,0,102,48,25,1,16,7,,6.62,,2,1,0,161,5,35,,, +lundgca01,1902,1,CHN,NL,9,9,18,18,17,1,0,480,158,35,2,45,68,,1.97,,4,6,0,664,0,59,,, +mageebi01,1902,1,NY1,NL,0,0,2,1,0,0,0,15,5,2,0,1,2,,3.60,,0,0,0,20,1,2,,, +mageebi01,1902,2,PHI,NL,2,4,8,7,6,0,0,161,61,22,1,18,15,,3.69,,1,3,0,235,1,28,,, +malarjo01,1902,1,BSN,NL,8,10,21,19,17,1,1,511,158,49,0,58,39,,2.59,,4,0,0,700,2,82,,, +mathech01,1902,1,NY1,NL,14,17,35,33,30,8,0,854,246,67,3,77,164,,2.12,,17,10,2,1142,2,118,,, +mccange01,1902,1,BRO,NL,1,2,3,3,3,0,0,90,32,8,0,12,9,,2.40,,1,0,0,129,0,18,,, +mccarar01,1902,1,DET,AL,2,7,10,8,8,0,0,216,90,49,2,31,10,,6.13,,4,4,0,329,2,57,,, +mcfadba01,1902,1,PHI,NL,0,1,1,1,1,0,0,27,14,8,0,7,3,,8.00,,0,0,0,47,0,13,,, +mcfarch02,1902,1,SLN,NL,0,1,2,1,1,0,0,33,11,7,1,3,3,,5.73,,0,0,0,45,1,7,,, +mcginjo01,1902,1,BLA,AL,13,10,25,23,19,0,0,596,219,76,3,46,39,,3.44,,1,8,0,836,2,100,,, +mcginjo01,1902,2,NY1,NL,8,8,19,16,16,1,0,459,122,35,1,32,67,,2.06,,0,9,1,598,3,52,,, +mclauwa01,1902,1,PIT,NL,3,0,3,3,3,0,0,78,27,8,0,9,13,,2.77,,1,1,0,111,0,13,,, +mcmacsa01,1902,1,CHA,AL,0,0,1,0,0,0,0,9,1,0,0,0,2,,0.00,,0,0,0,10,1,1,,, +mcmacsa01,1902,2,DET,AL,0,1,1,1,1,0,0,25,9,3,0,4,2,,3.24,,0,1,0,38,0,5,,, +mcmakjo01,1902,1,BRO,NL,2,2,4,4,4,0,0,96,34,11,0,11,6,,3.09,,1,2,0,138,0,18,,, +menefjo01,1902,1,CHN,NL,12,10,22,21,20,3,0,592,201,53,1,26,60,,2.42,,4,6,0,794,1,81,,, +mercewi01,1902,1,DET,AL,15,18,35,33,28,4,1,845,282,95,5,80,40,,3.04,,1,10,0,1170,2,129,,, +mertesa01,1902,1,CHA,AL,1,0,1,1,0,0,0,14,6,1,0,0,0,,1.93,,0,0,0,19,1,2,,, +millero01,1902,1,DET,AL,6,12,20,18,15,1,1,446,158,61,3,57,39,,3.69,,5,9,0,645,2,85,,, +millero01,1902,2,NY1,NL,1,8,10,9,7,0,0,218,77,37,1,11,15,,4.58,,2,5,0,300,1,40,,, +mitchfr01,1902,1,BOS,AL,0,1,1,0,0,0,0,12,8,5,1,5,2,,11.25,,1,0,0,24,1,5,,, +mitchfr01,1902,2,PHA,AL,5,8,18,14,9,0,1,323,120,43,4,59,22,,3.59,,3,8,1,492,4,71,,, +mooreea01,1902,1,CLE,AL,17,18,36,34,29,4,1,879,304,96,8,101,84,,2.95,,8,7,0,1243,2,158,,, +morrifr01,1902,1,CHN,NL,1,3,5,5,5,0,0,120,40,10,0,8,13,,2.25,,0,2,0,164,0,16,,, +mullige01,1902,1,DET,AL,13,16,35,30,25,0,0,780,282,106,4,95,78,,3.67,,13,7,0,1121,4,155,,, +murphed01,1902,1,SLN,NL,10,6,23,17,12,1,1,492,187,55,7,31,37,,3.02,,3,2,0,686,6,86,,, +newtodo01,1902,1,BRO,NL,15,14,31,28,26,4,2,793,208,71,2,87,107,,2.42,,1,11,0,1057,3,95,,, +oneilmi01,1902,1,SLN,NL,16,15,36,32,29,2,2,865,297,93,3,66,105,,2.90,,1,12,0,1195,4,136,,, +orthal01,1902,1,WS1,AL,19,18,38,37,36,1,0,972,367,143,18,40,76,,3.97,,2,9,0,1334,1,181,,, +patteca01,1902,1,WS1,AL,18,17,36,34,33,1,0,899,331,135,11,89,92,,4.05,,3,11,1,1280,2,186,,, +pattero01,1902,1,CHA,AL,19,14,34,30,26,2,0,804,262,91,5,67,61,,3.06,,11,3,0,1092,4,111,,, +pearsal01,1902,1,SLN,NL,2,6,11,10,8,0,0,246,90,36,0,22,24,,3.95,,1,3,0,348,1,47,,, +phillbi02,1902,1,CIN,NL,16,16,33,33,30,0,0,807,267,75,3,55,85,,2.51,,6,9,0,1096,0,121,,, +phillde01,1902,1,PIT,NL,20,9,31,30,29,5,0,816,265,62,1,26,122,,2.05,,4,4,0,1068,1,90,,, +piattwi01,1902,1,CHA,AL,12,12,32,30,22,2,0,738,263,96,3,66,96,,3.51,,4,9,0,1035,2,129,,, +pittito01,1902,1,BSN,NL,27,16,46,40,36,7,0,1168,360,109,4,128,174,,2.52,,6,16,0,1611,5,139,,, +planked01,1902,1,PHA,AL,20,15,36,32,31,1,0,900,319,110,5,61,107,,3.30,,4,18,0,1248,3,140,,, +polchlo01,1902,1,CLE,AL,0,1,1,1,1,0,0,24,9,5,0,4,2,,5.63,,0,0,0,36,0,5,,, +pooleed01,1902,1,PIT,NL,0,0,1,0,0,0,0,24,7,1,0,3,2,,1.13,,0,0,0,33,1,4,,, +pooleed01,1902,2,CIN,NL,12,4,16,16,16,2,0,414,129,33,2,54,55,,2.15,,1,8,0,583,0,47,,, +poppbi01,1902,1,SLN,NL,2,6,9,7,5,0,0,181,87,33,2,26,20,,4.92,,3,5,0,289,2,60,,, +porteod01,1902,1,PHA,AL,0,1,1,1,1,0,0,24,12,3,0,5,2,,3.38,,1,0,1,40,0,10,,, +powelja01,1902,1,SLA,AL,22,17,42,39,36,3,2,985,320,117,12,93,137,,3.21,,7,9,0,1353,3,144,,, +prentge01,1902,1,BOS,AL,2,2,7,4,3,0,0,123,55,24,0,10,9,,5.27,,1,0,0,181,3,31,,, +prentge01,1902,2,BLA,AL,0,1,2,2,0,0,0,20,14,8,1,5,1,,10.80,,1,0,0,38,0,10,,, +quinnta01,1902,1,PHA,AL,0,1,1,1,1,0,0,24,12,4,1,1,3,,4.50,,0,0,0,36,0,9,,, +reidybi01,1902,1,SLA,AL,3,5,12,9,7,0,0,285,111,47,0,13,16,,4.45,,0,7,0,400,3,52,,, +rhoadbo01,1902,1,CHN,NL,4,8,16,12,12,1,1,354,131,42,1,42,43,,3.20,,2,6,0,514,4,66,,, +rosser01,1902,1,BLA,AL,1,1,2,2,2,0,0,51,20,14,0,12,2,,7.41,,0,1,0,81,0,18,,, +salisbi01,1902,1,PHI,NL,0,0,2,1,0,0,0,18,15,9,1,2,0,,13.50,,0,1,0,35,1,10,,, +seymocy01,1902,2,CIN,NL,0,0,1,0,0,0,0,9,4,3,0,3,2,,9.00,,1,0,0,16,0,3,,, +shielch01,1902,1,BLA,AL,4,11,23,15,10,1,1,427,201,67,7,32,28,,4.24,,2,2,0,638,8,102,,, +shielch01,1902,2,SLA,AL,3,0,4,4,3,0,0,90,37,11,1,7,6,,3.30,,1,0,0,129,0,16,,, +sieveed01,1902,1,DET,AL,8,11,25,23,17,4,1,565,166,40,0,32,36,,1.91,,0,2,1,734,2,73,,, +smithch02,1902,1,CLE,AL,2,1,3,3,2,1,0,60,23,9,0,5,5,,4.05,,1,0,0,85,0,9,,, +sparktu01,1902,1,NY1,NL,4,10,16,14,12,0,1,369,142,57,2,41,42,,4.17,,0,4,0,537,2,72,,, +sparktu01,1902,2,BOS,AL,7,9,17,15,15,1,0,428,151,55,4,40,37,,3.47,,0,7,0,602,2,83,,, +stimmar01,1902,1,CIN,NL,0,4,4,3,3,0,0,78,37,10,1,12,7,,3.46,,0,2,0,125,1,16,,, +streios01,1902,1,CLE,AL,0,7,8,7,4,0,0,155,72,30,3,25,10,,5.23,,2,3,0,246,1,54,,, +stvraji01,1902,1,CHN,NL,4,6,12,11,10,1,0,285,88,22,0,25,51,,2.08,,3,5,0,388,1,36,,, +sudhowi01,1902,1,SLA,AL,12,12,30,25,20,0,0,660,213,70,6,67,42,,2.86,,2,12,0,916,5,99,,, +sugdejo01,1902,1,SLA,AL,0,0,1,0,0,0,0,3,1,0,0,0,0,,0.00,,0,0,0,4,1,0,,, +swormle01,1902,1,CIN,NL,0,2,2,2,2,0,0,54,22,8,1,5,3,,4.00,,0,0,0,78,0,11,,, +tanneje01,1902,1,PIT,NL,20,6,26,24,23,2,0,693,203,50,0,25,100,,1.95,,0,10,0,895,2,78,,, +taylodu01,1902,1,CLE,AL,1,3,4,4,4,1,0,102,37,6,0,8,8,,1.59,,0,2,0,143,0,17,,, +taylodu01,1902,2,NY1,NL,7,15,26,25,18,0,0,602,194,51,4,55,87,,2.29,,7,15,0,834,1,98,,, +tayloja02,1902,1,CHN,NL,23,11,37,34,34,8,1,1001,273,48,2,45,88,,1.29,,10,12,0,1278,3,86,,, +terryjo01,1902,1,DET,AL,0,1,1,1,1,0,0,15,8,2,0,1,0,,3.60,,0,0,0,23,0,3,,, +thielhe01,1902,1,NY1,NL,0,1,2,2,0,0,0,18,8,1,0,6,5,,1.50,,0,0,0,31,0,10,,, +thielhe01,1902,2,CIN,NL,9,15,25,23,22,0,1,633,201,76,2,78,49,,3.24,,6,19,0,898,2,111,,, +townsha01,1902,1,WS1,AL,8,16,27,26,22,0,0,661,233,109,12,89,71,,4.45,,10,13,1,960,1,157,,, +varnedi01,1902,1,CLE,AL,1,1,3,3,0,0,0,44,14,10,0,12,7,,6.14,,1,5,0,73,0,15,,, +vasbica01,1902,1,CLE,AL,0,0,2,0,0,0,0,15,5,5,1,8,2,,9.00,,1,0,0,27,2,5,,, +vickeru01,1902,1,CIN,NL,0,3,3,3,3,0,0,63,31,14,0,8,6,,6.00,,0,1,0,100,0,20,,, +vorhecy01,1902,1,PHI,NL,3,3,10,5,3,1,0,161,63,23,1,20,24,,3.86,,4,1,1,237,4,33,,, +vorhecy01,1902,2,WS1,AL,0,1,1,1,1,0,0,24,10,4,0,2,1,,4.50,,0,0,0,35,0,6,,, +wadderu01,1902,1,PHA,AL,24,7,33,27,26,3,0,829,224,63,7,64,210,,2.05,,10,10,0,1081,5,90,,, +wagneho01,1902,1,PIT,NL,0,0,1,0,0,0,0,16,4,0,0,2,5,,0.00,,3,0,0,21,1,2,,, +walkeed01,1902,1,CLE,AL,0,1,1,1,1,0,0,24,11,3,0,3,1,,3.38,,0,0,0,37,0,4,,, +walketo01,1902,1,PHA,AL,0,1,1,1,1,0,0,24,10,5,0,0,2,,5.63,,0,1,0,34,0,7,,, +wallabo01,1902,1,SLA,AL,0,0,1,1,0,0,0,6,3,0,0,0,1,,0.00,,0,0,0,9,0,2,,, +whitedo01,1902,1,PHI,NL,16,20,36,35,34,3,1,918,277,86,3,72,185,,2.53,,7,13,0,1232,1,126,,, +whitije01,1902,1,PHI,NL,0,1,1,1,1,0,0,27,13,5,0,6,0,,5.00,,2,0,0,45,0,8,,, +wickebo01,1902,1,SLN,NL,5,12,22,16,14,1,0,457,159,54,1,45,78,,3.19,,4,2,0,639,6,82,,, +willida02,1902,1,BOS,AL,0,0,3,0,0,0,0,56,22,11,0,11,7,,5.30,,2,1,0,87,3,18,,, +willipo01,1902,1,CHN,NL,11,16,32,32,27,1,0,790,267,73,1,63,99,,2.49,,3,10,1,1089,0,112,,, +willivi01,1902,1,BSN,NL,27,20,51,46,45,4,3,1230,372,100,6,101,225,,2.20,,12,14,0,1652,5,142,,, +wilsohi01,1902,1,PHA,AL,7,4,13,10,8,0,0,289,103,26,1,19,18,,2.43,,0,9,0,404,3,44,,, +wiltssn01,1902,1,PHA,AL,8,8,19,17,13,0,1,414,182,79,7,41,28,,5.15,,5,5,0,619,2,99,,, +wiltssn01,1902,2,BLA,AL,7,11,19,18,18,0,0,492,215,93,4,51,37,,5.10,,5,8,0,739,1,127,,, +winhala01,1902,1,BRO,NL,0,0,1,0,0,0,0,9,4,0,0,2,1,,0.00,,0,0,0,15,1,2,,, +wintege01,1902,1,BOS,AL,11,9,20,20,18,0,0,505,149,56,2,53,51,,2.99,,3,7,0,686,0,77,,, +wolfebi01,1902,1,PHI,NL,0,1,1,1,1,0,0,27,11,4,0,4,3,,4.00,,0,1,0,42,0,5,,, +wrighge02,1902,1,CLE,AL,7,10,21,18,15,1,1,444,150,65,6,75,52,,3.95,,8,8,0,653,2,94,,, +yeagejo01,1902,1,DET,AL,6,12,19,15,14,0,0,420,171,75,5,41,28,,4.82,,2,5,0,614,4,90,,, +yerkest01,1902,1,SLN,NL,12,21,39,37,27,1,0,818,341,111,1,79,81,,3.66,,2,2,0,1197,2,160,,, +youngcy01,1902,1,BOS,AL,32,11,45,43,41,3,0,1154,350,92,6,53,160,,2.15,,3,13,0,1506,1,136,,, +adkindo01,1903,1,NYA,AL,0,0,2,1,0,0,1,21,10,6,0,5,0,,7.71,,0,1,0,36,1,8,,, +altroni01,1903,1,BOS,AL,0,1,1,1,1,0,0,24,13,8,0,4,3,,9.00,,0,0,0,40,0,10,,, +altroni01,1903,2,CHA,AL,4,3,12,8,6,1,0,213,59,17,3,19,19,,2.15,,2,3,0,283,3,35,,, +amesre01,1903,1,NY1,NL,2,0,2,2,2,1,0,42,5,2,0,8,14,,1.29,,0,0,0,52,0,2,,, +bartlbi01,1903,1,NY1,NL,0,0,1,0,0,0,0,9,3,0,0,4,2,,0.00,,0,0,0,15,1,4,,, +bendech01,1903,1,PHA,AL,17,14,36,33,29,2,0,810,239,92,6,65,127,,3.07,,6,25,2,1099,2,115,,, +bernhbi01,1903,1,CLE,AL,14,5,20,19,18,3,0,497,151,39,1,21,60,,2.12,,2,0,0,644,1,62,,, +bettsha01,1903,1,SLN,NL,0,1,1,1,1,0,0,27,11,10,0,5,2,,10.00,,0,2,0,44,0,10,,, +blissel01,1903,1,NYA,AL,1,0,1,0,0,0,0,21,4,0,0,0,3,,0.00,,1,0,0,24,1,1,,, +brownmo01,1903,1,SLN,NL,9,13,26,24,19,1,0,603,231,58,7,59,83,,2.60,,6,6,0,854,2,105,,, +burchfr01,1903,1,PHI,NL,0,3,6,3,2,0,0,132,48,14,0,14,12,,2.86,,2,2,0,180,3,28,,, +callani01,1903,1,CHA,AL,1,2,3,3,3,0,0,84,40,14,0,5,12,,4.50,,1,1,0,126,0,24,,, +carnepa01,1903,1,BSN,NL,4,5,10,9,9,0,0,234,93,35,2,31,29,,4.04,,3,2,0,361,1,52,,, +chesbja01,1903,1,NYA,AL,21,15,40,36,33,1,0,974,300,100,7,74,147,,2.77,,5,9,1,1309,4,140,,, +coaklan01,1903,1,PHA,AL,0,3,6,3,2,0,0,113,48,23,2,11,20,,5.50,,5,2,0,168,3,31,,, +cronija01,1903,1,NY1,NL,6,4,20,11,8,0,1,347,130,49,5,37,50,,3.81,,1,6,0,501,8,67,,, +curricl01,1903,1,SLN,NL,4,12,22,16,13,1,1,444,155,66,7,60,52,,4.01,,4,10,0,622,5,93,,, +curricl01,1903,2,CHN,NL,1,2,6,3,2,0,1,100,35,11,1,9,9,,2.97,,0,3,0,150,3,25,,, +deerijo01,1903,1,DET,AL,3,4,10,8,5,0,0,182,77,26,3,24,14,,3.86,,2,1,0,275,2,38,,, +deerijo01,1903,2,NYA,AL,4,3,9,7,6,1,0,180,59,25,0,18,14,,3.75,,1,1,0,249,1,33,,, +dinnebi01,1903,1,BOS,AL,21,13,37,34,32,6,2,897,255,75,6,66,148,,2.26,,5,4,0,1178,3,98,,, +dohened01,1903,1,PIT,NL,16,8,27,25,22,2,2,668,209,79,1,89,75,,3.19,,8,19,0,939,2,122,,, +donahre01,1903,1,SLA,AL,8,7,16,15,14,0,0,393,145,40,0,22,51,,2.75,,0,0,0,541,1,59,,, +donahre01,1903,2,CLE,AL,7,9,16,15,14,4,0,410,142,37,3,12,45,,2.44,,0,6,0,550,1,61,,, +donovbi01,1903,1,DET,AL,17,16,35,34,34,4,0,921,247,78,3,95,187,,2.29,,7,5,0,1223,1,104,,, +dornegu01,1903,1,CLE,AL,3,5,12,8,4,2,0,221,83,37,4,24,28,,4.52,,1,1,0,318,4,51,,, +doschja01,1903,1,CHN,NL,0,1,1,1,0,0,0,9,6,4,0,2,5,,12.00,,0,1,0,17,0,5,,, +doschja01,1903,2,BRO,NL,0,0,3,0,0,0,0,21,8,6,1,9,4,,7.71,,0,1,0,37,3,8,,, +dugglbi01,1903,1,PHI,NL,13,16,36,30,28,3,2,793,318,110,4,79,57,,3.75,,4,12,0,1142,6,162,,, +dunklda01,1903,1,CHA,AL,4,4,12,7,6,0,1,246,96,37,1,31,26,,4.06,,3,3,0,364,5,58,,, +dunklda01,1903,2,WS1,AL,5,9,14,13,10,0,0,325,111,51,4,33,51,,4.24,,2,4,0,457,1,60,,, +dunleja01,1903,1,SLN,NL,6,8,14,13,9,0,0,306,101,46,2,57,51,,4.06,,1,8,0,447,1,59,,, +easonma01,1903,1,DET,AL,2,5,7,6,6,1,0,169,60,21,1,19,21,,3.36,,0,3,0,243,1,33,,, +evansro01,1903,1,BRO,NL,5,9,15,12,9,0,0,330,121,40,1,41,42,,3.27,,3,7,0,455,3,75,,, +evansro01,1903,2,SLA,AL,0,4,7,7,4,0,0,162,66,25,1,14,24,,4.17,,1,3,0,237,0,30,,, +ewingbo01,1903,1,CIN,NL,14,13,29,28,27,1,1,740,254,76,3,64,104,,2.77,,4,10,0,1034,1,127,,, +fairbji01,1903,1,PHA,AL,1,1,4,1,1,0,0,72,33,13,1,12,10,,4.88,,3,0,0,113,3,14,,, +falkecy01,1903,1,PIT,NL,1,5,10,6,3,0,0,168,65,24,0,32,24,,3.86,,1,2,0,254,4,43,,, +flahepa02,1903,1,CHA,AL,11,25,40,34,29,2,1,881,338,122,9,50,65,,3.74,,4,14,0,1239,5,173,,, +frasech01,1903,1,PHI,NL,12,17,31,29,26,1,1,750,260,125,8,97,104,,4.50,,7,16,0,1085,2,160,,, +garvine01,1903,1,BRO,NL,15,18,38,34,30,2,2,894,277,102,2,84,154,,3.08,,9,13,1,1216,4,163,,, +gibsono01,1903,1,BOS,AL,13,9,24,21,17,2,0,550,166,65,2,65,76,,3.19,,5,7,0,761,3,95,,, +glendma01,1903,1,CLE,AL,1,2,3,3,3,0,0,83,20,3,0,7,9,,0.98,,0,0,0,106,0,9,,, +grahape01,1903,1,CHN,NL,0,1,1,1,0,0,0,15,9,3,0,3,4,,5.40,,0,1,0,25,0,6,,, +griffcl01,1903,1,NYA,AL,14,11,25,24,22,2,0,639,201,64,3,33,69,,2.70,,6,6,0,847,1,92,,, +hackeji01,1903,1,SLN,NL,1,3,7,6,5,0,1,145,47,20,0,18,21,,3.72,,1,3,0,210,1,28,,, +hahnno01,1903,1,CIN,NL,22,12,34,34,34,5,0,888,297,83,3,47,127,,2.52,,3,8,0,1187,0,125,,, +hardyal01,1903,1,CHN,NL,1,1,3,3,1,0,0,38,21,9,0,7,4,,6.39,,0,1,0,64,0,10,,, +harpeja01,1903,1,CIN,NL,8,9,17,15,13,0,0,405,143,65,2,70,45,,4.33,,8,10,0,607,2,87,,, +henlewe01,1903,1,PHA,AL,12,10,29,21,13,1,0,559,186,81,3,67,86,,3.91,,5,12,0,796,7,108,,, +hoffmda01,1903,1,PHA,AL,0,0,1,0,0,0,0,9,2,1,0,2,0,,3.00,,0,0,0,13,1,1,,, +hookebu01,1903,1,CIN,NL,0,0,1,0,0,0,0,7,2,0,0,2,0,,0.00,,0,0,0,10,1,0,,, +howelha01,1903,1,NYA,AL,9,6,25,15,13,0,0,467,140,61,4,44,62,,3.53,,1,6,0,634,10,79,,, +hugheto01,1903,1,BOS,AL,20,7,33,31,25,5,0,734,232,70,5,60,112,,2.57,,2,9,1,999,2,95,,, +hynespa01,1903,1,SLN,NL,0,1,1,1,1,0,0,27,10,4,0,6,1,,4.00,,0,0,0,40,0,6,,, +jonesal01,1903,1,DET,AL,0,1,2,2,0,0,0,26,19,12,0,6,2,,12.46,,2,0,0,50,0,15,,, +jonesos01,1903,1,BRO,NL,19,14,38,36,31,4,0,973,320,106,4,77,95,,2.94,,7,19,0,1327,2,159,,, +jossad01,1903,1,CLE,AL,18,13,32,31,31,3,0,851,232,69,3,37,120,,2.19,,5,9,0,1087,1,105,,, +kaneha01,1903,1,DET,AL,0,2,3,3,2,0,0,54,26,17,0,8,10,,8.50,,0,1,0,86,0,22,,, +kennebr01,1903,1,PIT,NL,9,6,18,15,10,1,0,376,130,48,0,57,39,,3.45,,3,2,0,529,3,62,,, +killied01,1903,1,CLE,AL,3,4,9,8,7,3,0,185,61,17,1,13,18,,2.48,,0,4,0,254,1,24,,, +kisinru01,1903,1,DET,AL,7,9,16,14,13,2,0,356,118,39,0,27,33,,2.96,,0,2,0,485,2,58,,, +kitsofr01,1903,1,DET,AL,15,16,31,28,28,2,0,773,277,74,8,38,102,,2.58,,3,5,0,1055,3,112,,, +leevesa01,1903,1,PIT,NL,25,7,36,34,30,7,1,853,255,65,2,60,90,,2.06,,6,5,0,1135,2,98,,, +leewa01,1903,1,WS1,AL,8,12,22,20,15,2,0,500,169,57,5,40,70,,3.08,,3,7,0,691,2,86,,, +lovetjo01,1903,1,SLN,NL,0,0,3,1,0,0,0,15,6,3,0,5,3,,5.40,,1,1,0,26,2,5,,, +lundgca01,1903,1,CHN,NL,11,9,27,20,16,0,3,579,191,63,1,60,67,,2.94,,5,6,0,796,6,103,,, +malarjo01,1903,1,BSN,NL,11,16,32,27,25,2,0,759,266,87,5,96,98,,3.09,,6,11,0,1084,5,150,,, +mathech01,1903,1,NY1,NL,30,13,45,42,37,3,2,1099,321,92,4,100,267,,2.26,,18,10,0,1502,3,136,,, +mcfarch02,1903,1,SLN,NL,9,19,28,26,25,1,0,687,253,78,2,48,76,,3.07,,9,6,2,944,2,133,,, +mcfetja01,1903,1,PHI,NL,1,11,14,13,11,0,0,309,120,56,2,49,31,,4.89,,3,3,0,454,1,71,,, +mcgeeco01,1903,1,PHA,AL,1,0,3,0,0,0,0,30,9,5,0,1,4,,4.50,,1,1,0,40,3,5,,, +mcginjo01,1903,1,NY1,NL,31,20,55,48,44,3,2,1302,391,117,4,109,171,,2.43,,5,19,0,1786,6,162,,, +mclauwa01,1903,1,PHI,NL,0,3,3,2,2,0,0,69,38,18,0,11,3,,7.04,,0,1,0,113,1,24,,, +menefjo01,1903,1,CHN,NL,8,10,20,17,13,1,0,441,157,49,3,38,39,,3.00,,3,6,0,615,3,85,,, +merrige01,1903,1,PIT,NL,0,0,1,0,0,0,0,12,4,1,0,1,2,,2.25,,0,0,0,16,1,3,,, +millero01,1903,1,NY1,NL,2,5,15,8,6,0,3,255,101,39,1,24,30,,4.13,,0,1,0,359,7,53,,, +miltola01,1903,1,SLN,NL,0,0,1,0,0,0,0,12,3,1,0,1,0,,2.25,,0,0,0,16,1,1,,, +mitchfr01,1903,1,PHI,NL,11,16,28,28,24,1,0,681,250,113,4,102,69,,4.48,,17,19,1,1002,0,155,,, +mooreea01,1903,1,CLE,AL,20,8,29,27,27,3,0,743,196,48,0,62,148,,1.74,,8,5,0,969,2,88,,, +moranch02,1903,1,SLN,NL,0,1,3,2,2,0,0,72,30,14,0,19,7,,5.25,,2,1,0,121,1,29,,, +morenle01,1903,1,PIT,NL,0,1,1,1,1,0,0,18,9,6,0,2,2,,9.00,,1,1,0,29,0,7,,, +morgacy01,1903,1,SLA,AL,0,2,2,1,1,0,0,39,12,6,0,6,6,,4.15,,2,2,0,57,1,12,,, +mullige01,1903,1,DET,AL,19,15,41,36,31,6,2,962,284,80,4,106,170,,2.25,,6,8,0,1312,5,128,,, +murphed01,1903,1,SLN,NL,4,8,15,12,9,0,0,318,108,39,2,38,16,,3.31,,5,6,0,456,3,62,,, +oneilmi01,1903,1,SLN,NL,4,13,19,17,12,0,0,435,184,61,2,43,39,,3.79,,0,6,0,654,2,124,,, +orthal01,1903,1,WS1,AL,10,22,36,32,30,2,2,839,326,135,8,62,88,,4.34,,7,7,0,1193,4,174,,, +owenfr01,1903,1,CHA,AL,8,12,26,20,15,1,1,502,167,65,1,44,66,,3.50,,1,7,0,695,6,85,,, +patteca01,1903,1,WS1,AL,11,22,36,34,32,0,1,900,313,120,11,80,133,,3.60,,4,4,0,1253,2,163,,, +pattero01,1903,1,CHA,AL,15,15,34,30,26,2,1,879,275,88,5,69,89,,2.70,,4,11,0,1191,4,119,,, +pearsal01,1903,1,CLE,AL,1,2,4,3,2,0,0,91,34,12,1,3,12,,3.56,,0,1,0,125,1,15,,, +peltyba01,1903,1,SLA,AL,3,3,7,6,5,0,1,146,49,13,1,15,20,,2.40,,0,2,0,205,1,25,,, +pfiesja01,1903,1,PIT,NL,0,3,3,3,2,0,0,57,26,13,0,10,15,,6.16,,0,2,0,93,0,21,,, +phillbi02,1903,1,CIN,NL,7,6,16,13,11,1,0,355,134,44,0,30,46,,3.35,,2,7,0,518,2,74,,, +phillde01,1903,1,PIT,NL,25,9,36,33,31,4,2,868,269,78,4,29,123,,2.43,,5,4,1,1150,3,116,,, +piattwi01,1903,1,BSN,NL,9,14,25,23,18,0,0,543,198,64,5,61,100,,3.18,,8,4,0,773,2,107,,, +pinnaed01,1903,1,PHA,AL,0,0,2,1,0,0,1,21,5,2,0,2,2,,2.57,,0,0,0,27,1,2,,, +pittito01,1903,1,BSN,NL,18,22,44,39,35,3,1,1055,396,136,12,143,140,,3.48,,14,17,0,1505,5,205,,, +planked01,1903,1,PHA,AL,23,16,43,40,33,3,0,1008,317,89,5,65,176,,2.38,,8,23,0,1363,2,128,,, +pooleed01,1903,1,CIN,NL,7,13,25,21,18,1,0,552,188,67,4,77,73,,3.28,,1,12,0,786,4,105,,, +poundbi01,1903,1,CLE,AL,0,0,1,0,0,0,0,15,8,6,0,0,2,,10.80,,0,0,0,22,1,7,,, +poundbi01,1903,2,BRO,NL,0,0,1,0,0,0,0,18,8,4,1,2,2,,6.00,,0,0,0,25,1,5,,, +powelja01,1903,1,SLA,AL,15,19,38,34,33,4,2,919,294,99,11,58,169,,2.91,,6,5,0,1231,4,131,,, +puttmam01,1903,1,NYA,AL,2,0,3,2,1,0,0,57,16,2,0,4,8,,0.95,,1,1,0,75,1,9,,, +quicked01,1903,1,NYA,AL,0,0,1,1,0,0,0,6,5,2,0,1,0,,9.00,,0,0,0,12,0,5,,, +quinnta01,1903,1,PHA,AL,0,0,2,0,0,0,0,27,11,5,0,5,1,,5.00,,1,1,0,43,2,6,,, +reagari01,1903,1,CIN,NL,0,2,3,2,2,0,0,54,40,12,0,7,7,,6.00,,1,1,0,96,1,30,,, +reidybi01,1903,1,SLA,AL,1,4,5,5,5,1,0,129,53,19,1,7,8,,3.98,,0,3,0,186,0,31,,, +reidybi01,1903,2,BRO,NL,6,7,15,13,11,0,0,312,130,40,0,14,21,,3.46,,4,6,0,433,1,54,,, +rhoadbo01,1903,1,SLN,NL,5,8,17,13,12,1,0,387,154,66,3,47,52,,4.60,,2,3,0,558,4,88,,, +rhoadbo01,1903,2,CLE,AL,2,3,5,5,5,0,0,123,55,24,2,3,21,,5.27,,6,2,0,177,0,34,,, +sandewa01,1903,1,SLN,NL,1,6,8,6,3,0,0,120,48,27,0,21,9,,6.08,,0,2,0,191,2,37,,, +scanldo01,1903,1,PIT,NL,0,1,1,1,1,0,0,27,5,4,0,6,0,,4.00,,0,0,0,36,0,7,,, +schmihe01,1903,1,BRO,NL,22,13,40,36,29,5,2,903,321,128,5,120,96,,3.83,,8,21,0,1288,4,167,,, +sieveed01,1903,1,SLA,AL,13,14,31,27,24,1,0,762,245,70,6,39,90,,2.48,,4,5,0,1013,4,102,,, +skopejo01,1903,1,DET,AL,2,2,6,5,3,0,0,118,46,15,0,13,14,,3.43,,1,2,0,173,0,22,,, +sparktu01,1903,1,PHI,NL,11,15,28,28,27,0,0,744,248,75,3,56,88,,2.72,,5,8,0,1008,0,109,,, +stanljo02,1903,1,BSN,NL,0,0,1,0,0,0,0,12,4,4,0,4,4,,9.00,,1,1,0,19,1,4,,, +stovaje01,1903,1,CLE,AL,5,1,6,6,6,2,0,171,44,13,0,21,12,,2.05,,1,3,0,231,0,17,,, +sudhowi01,1903,1,SLA,AL,21,15,38,35,30,5,0,881,262,74,4,56,104,,2.27,,5,9,0,1164,3,100,,, +sutthja01,1903,1,CIN,NL,16,9,30,27,21,3,0,674,207,70,2,79,76,,2.80,,5,16,0,935,3,104,,, +tanneje01,1903,1,NYA,AL,15,15,32,31,22,2,0,719,258,87,3,34,106,,3.27,,3,10,0,985,1,123,,, +taylodu01,1903,1,NY1,NL,13,13,33,31,18,1,0,734,306,115,6,89,94,,4.23,,8,4,1,1066,2,143,,, +tayloed01,1903,1,SLN,NL,0,0,1,0,0,0,0,9,0,0,0,0,1,,0.00,,0,0,0,12,1,0,,, +tayloja02,1903,1,CHN,NL,21,14,37,33,33,1,1,937,277,85,2,57,83,,2.45,,3,5,0,1241,4,137,,, +terryjo01,1903,1,SLA,AL,1,1,3,1,1,0,0,53,21,5,0,4,2,,2.55,,0,3,0,78,1,6,,, +thatcgr01,1903,1,BRO,NL,3,1,4,4,4,0,0,84,33,9,1,7,9,,2.89,,1,0,0,120,0,12,,, +thielhe01,1903,1,BRO,NL,0,3,4,3,3,0,0,87,31,15,3,14,10,,4.66,,1,2,0,110,1,20,,, +thompgu01,1903,1,PIT,NL,2,2,5,4,3,0,0,129,52,17,1,16,22,,3.56,,0,1,0,193,1,30,,, +townsha01,1903,1,WS1,AL,2,11,20,13,10,0,0,380,145,67,3,48,54,,4.76,,7,9,0,563,7,85,,, +veilbu01,1903,1,PIT,NL,5,3,12,6,4,0,0,212,70,30,1,36,20,,3.82,,2,2,0,298,6,35,,, +vickeru01,1903,1,BRO,NL,0,1,4,1,1,0,0,42,27,17,0,9,5,,10.93,,2,1,0,75,3,23,,, +wadderu01,1903,1,PHA,AL,21,16,39,38,34,4,0,972,274,88,3,85,302,,2.44,,9,8,0,1291,1,109,,, +walkeed01,1903,1,CLE,AL,0,1,3,3,0,0,0,36,13,7,0,10,4,,5.25,,0,0,0,57,0,12,,, +washbli01,1903,1,PHI,NL,0,4,4,4,4,0,0,105,44,17,0,11,9,,4.37,,0,0,0,146,0,23,,, +weimeja01,1903,1,CHN,NL,20,8,35,33,27,3,0,846,241,72,4,104,128,,2.30,,5,11,0,1184,2,111,,, +whitedo01,1903,1,CHA,AL,17,16,37,36,29,3,0,900,258,71,4,69,114,,2.13,,7,14,1,1197,1,119,,, +wickebo01,1903,1,SLN,NL,0,0,1,0,0,0,0,15,4,0,0,3,3,,0.00,,1,0,0,26,1,1,,, +wickebo01,1903,2,CHN,NL,20,9,32,27,24,1,1,741,236,83,3,74,110,,3.02,,7,3,0,1008,5,114,,, +wiggsji01,1903,1,CIN,NL,0,1,2,1,0,0,0,15,12,3,0,2,2,,5.40,,0,1,0,27,1,7,,, +wilheka01,1903,1,PIT,NL,5,3,12,9,7,1,0,258,88,31,0,25,20,,3.24,,0,3,0,361,3,51,,, +willipo01,1903,1,CHN,NL,0,1,1,1,1,0,0,15,9,3,0,0,2,,5.40,,0,0,0,22,0,3,,, +willipo01,1903,2,PHI,NL,1,1,2,2,2,0,0,54,21,6,0,6,8,,3.00,,0,1,0,76,0,11,,, +willipo01,1903,3,BSN,NL,4,5,10,10,9,1,0,249,97,38,3,37,20,,4.12,,3,9,0,375,0,60,,, +willivi01,1903,1,BSN,NL,12,18,33,32,29,2,0,834,256,92,3,88,125,,2.98,,4,10,0,1117,1,121,,, +wilsohi01,1903,1,WS1,AL,7,18,30,28,25,1,0,727,269,89,7,43,56,,3.31,,2,10,1,1013,2,123,,, +wiltssn01,1903,1,NYA,AL,0,3,4,3,2,0,1,75,35,15,1,6,6,,5.40,,2,1,0,113,1,17,,, +winhala01,1903,1,PIT,NL,3,1,5,4,3,1,0,108,33,9,0,21,22,,2.25,,3,0,0,164,1,20,,, +wintege01,1903,1,BOS,AL,9,8,24,19,14,0,0,535,182,61,4,37,64,,3.08,,1,7,0,735,5,92,,, +wolfeba01,1903,1,NYA,AL,6,9,20,16,12,1,0,445,143,49,1,26,48,,2.97,,2,6,0,598,4,66,,, +wrighge02,1903,1,CLE,AL,3,10,15,12,8,0,0,305,122,65,1,58,42,,5.75,,4,4,0,474,3,94,,, +wrighge02,1903,2,SLA,AL,3,5,8,8,7,1,0,183,73,25,2,16,37,,3.69,,4,4,0,267,0,29,,, +yeagejo01,1903,1,DET,AL,0,1,1,1,1,0,0,27,15,4,0,0,1,,4.00,,0,0,0,41,0,7,,, +yerkest01,1903,1,SLN,NL,0,1,1,1,0,0,0,15,8,1,0,0,3,,1.80,,0,0,0,24,0,6,,, +youngcy01,1903,1,BOS,AL,28,9,40,35,34,7,2,1025,294,79,6,37,176,,2.08,,5,9,0,1314,5,115,,, +altroni01,1904,1,CHA,AL,19,14,38,36,31,6,1,921,274,101,2,48,87,,2.96,,7,3,0,1194,2,117,,, +amesre01,1904,1,NY1,NL,4,6,16,13,11,1,3,345,94,29,2,38,93,,2.27,,6,3,0,464,3,44,,, +applefr01,1904,1,PHA,AL,1,2,3,3,3,0,0,63,29,15,0,8,12,,6.43,,1,1,0,97,0,18,,, +barryto01,1904,1,PHI,NL,0,1,1,1,0,0,0,2,6,3,0,1,1,,40.50,,0,0,0,10,0,5,,, +barthjo01,1904,1,PHA,AL,0,0,4,0,0,0,0,32,12,6,0,8,5,,5.06,,1,1,1,51,4,9,,, +bendech01,1904,1,PHA,AL,10,11,29,20,18,4,0,611,167,65,1,59,149,,2.87,,5,4,0,806,8,90,,, +bernhbi01,1904,1,CLE,AL,23,13,38,37,35,4,0,962,323,76,3,55,137,,2.13,,5,4,0,1289,1,107,,, +bowerfr01,1904,1,NY1,NL,0,0,1,0,0,0,0,3,3,1,0,1,0,,9.00,,0,0,0,8,1,4,,, +brackjo01,1904,1,PHI,NL,0,1,7,1,0,0,0,102,37,21,4,16,11,,5.56,,0,4,0,144,5,32,,, +briggbu01,1904,1,CHN,NL,19,11,34,30,28,3,3,831,252,63,3,77,112,,2.05,,3,8,0,1109,4,102,,, +brownmo01,1904,1,CHN,NL,15,10,26,23,21,4,1,637,155,44,1,50,81,,1.86,,5,6,0,833,3,74,,, +brucelo01,1904,1,PHA,AL,0,0,2,0,0,0,0,33,11,6,1,2,2,,4.91,,0,0,0,44,2,7,,, +caldwra01,1904,1,PHI,NL,2,2,6,5,5,0,0,123,40,19,1,15,30,,4.17,,1,2,1,182,1,29,,, +camniho01,1904,1,PIT,NL,1,4,10,2,2,0,0,147,48,23,0,20,21,,4.22,,2,3,0,208,8,39,,, +carnepa01,1904,1,BSN,NL,0,4,4,3,1,0,0,79,40,17,1,12,5,,5.81,,1,1,0,123,1,27,,, +casech01,1904,1,PIT,NL,10,5,18,17,14,3,0,423,129,46,0,31,49,,2.94,,3,4,1,566,1,56,,, +chesbja01,1904,1,NYA,AL,41,12,55,51,48,6,0,1364,338,92,4,88,239,,1.82,,9,7,0,1720,3,128,,, +clarkwa01,1904,1,NYA,AL,1,2,13,4,2,0,1,199,63,37,3,25,43,,5.02,,1,10,0,286,9,42,,, +coaklan01,1904,1,PHA,AL,4,3,8,8,7,2,0,186,48,13,1,23,33,,1.89,,1,2,0,248,0,19,,, +corbejo01,1904,1,SLN,NL,5,8,14,14,12,0,0,326,110,53,2,51,68,,4.39,,3,8,0,517,0,75,,, +corrifr01,1904,1,CHN,NL,5,5,12,10,9,0,0,301,88,34,2,37,34,,3.05,,2,7,0,411,2,43,,, +corrifr01,1904,2,PHI,NL,6,5,12,11,11,1,0,283,88,23,2,28,44,,2.19,,1,8,0,388,1,33,,, +cronija01,1904,1,BRO,NL,12,23,40,34,33,4,0,921,284,92,10,79,110,,2.70,,3,12,0,1251,6,132,,, +delahji01,1904,1,BSN,NL,0,0,1,0,0,0,0,10,5,0,0,1,0,,0.00,,0,0,0,15,1,3,,, +dinnebi01,1904,1,BOS,AL,23,14,37,37,37,5,0,1007,283,82,8,63,153,,2.20,,6,2,0,1298,0,115,,, +donahre01,1904,1,CLE,AL,19,14,35,32,30,6,0,831,281,74,2,49,127,,2.40,,2,5,0,1119,2,96,,, +donovbi01,1904,1,DET,AL,16,16,34,34,30,3,0,879,251,80,5,94,137,,2.46,,11,10,0,1184,0,111,,, +doschja01,1904,1,BRO,NL,0,0,2,0,0,0,0,19,1,0,0,1,2,,0.00,,0,0,0,20,1,1,,, +doughto01,1904,1,CHA,AL,1,0,1,0,0,0,0,6,0,0,0,0,0,,0.00,,0,0,0,6,1,0,,, +dugglbi01,1904,1,PHI,NL,12,13,32,27,22,2,1,671,265,94,3,53,55,,3.78,,3,11,1,972,5,138,,, +dunklda01,1904,1,WS1,AL,2,9,12,11,7,0,0,223,95,41,1,23,23,,4.96,,5,3,0,331,1,56,,, +dunleja01,1904,1,SLN,NL,1,4,7,5,5,0,0,165,63,27,4,23,28,,4.42,,2,1,0,253,2,32,,, +dunnja01,1904,1,NY1,NL,0,0,1,0,0,0,1,12,3,2,1,3,1,,4.50,,0,0,0,21,1,3,,, +durhabu01,1904,1,BRO,NL,2,0,2,2,1,0,0,33,10,4,0,5,1,,3.27,,0,0,0,45,0,5,,, +elliocl01,1904,1,CIN,NL,3,1,9,6,4,1,0,173,53,19,1,23,19,,2.97,,3,4,0,242,3,25,,, +elliocl01,1904,2,NY1,NL,0,1,3,1,1,0,0,45,21,5,2,3,8,,3.00,,0,0,0,67,2,14,,, +ewingbo01,1904,1,CIN,NL,11,13,26,24,22,0,0,636,198,58,3,58,99,,2.46,,9,4,1,845,2,85,,, +fairbji01,1904,1,PHA,AL,0,1,3,1,1,0,0,51,19,12,0,13,6,,6.35,,0,2,0,82,2,14,,, +ferrycy01,1904,1,DET,AL,0,1,3,1,1,0,0,39,12,9,0,11,4,,6.23,,1,1,0,61,1,9,,, +fisheto01,1904,1,BSN,NL,6,16,31,21,19,2,0,642,257,101,5,82,84,,4.25,,9,10,1,942,9,165,,, +flahepa02,1904,1,CHA,AL,1,2,5,5,4,0,0,129,36,10,1,10,14,,2.09,,1,1,0,169,0,19,,, +flahepa02,1904,2,PIT,NL,19,9,29,28,28,5,0,726,210,55,3,59,54,,2.05,,5,11,0,974,1,81,,, +frasech01,1904,1,PHI,NL,14,24,42,36,32,2,1,906,287,109,5,100,127,,3.25,,9,11,1,1280,6,164,,, +garvine01,1904,1,BRO,NL,5,15,23,22,16,2,0,545,141,34,6,78,86,,1.68,,8,6,2,731,1,81,,, +garvine01,1904,2,NYA,AL,0,1,2,2,0,0,0,36,14,3,0,2,8,,2.25,,1,0,0,50,0,4,,, +gibsono01,1904,1,BOS,AL,17,14,33,32,29,1,0,819,216,67,8,81,112,,2.21,,9,4,0,1073,1,111,,, +gladefr01,1904,1,SLA,AL,18,15,35,34,30,6,1,867,248,73,2,58,156,,2.27,,3,13,0,1137,1,101,,, +griffcl01,1904,1,NYA,AL,7,5,16,11,8,1,0,301,91,32,3,16,36,,2.87,,4,4,0,395,5,40,,, +grother01,1904,1,CHN,NL,0,2,3,2,2,0,1,48,22,10,1,6,9,,5.63,,1,1,0,78,1,13,,, +hahnno01,1904,1,CIN,NL,16,18,35,34,33,2,0,893,258,68,3,35,98,,2.06,,2,7,1,1144,1,101,,, +harpeja01,1904,1,CIN,NL,23,9,35,35,31,6,0,881,262,75,2,85,125,,2.30,,12,9,0,1214,0,113,,, +henlewe01,1904,1,PHA,AL,15,17,36,34,31,5,0,887,245,83,3,76,130,,2.53,,1,19,1,1177,2,126,,, +hessot01,1904,1,CLE,AL,8,7,21,16,15,4,0,454,134,28,2,31,64,,1.67,,5,5,0,598,5,60,,, +hickeja01,1904,1,CLE,AL,0,1,2,2,1,0,0,37,14,10,0,11,5,,7.30,,0,0,0,60,0,13,,, +howelha01,1904,1,SLA,AL,13,21,34,33,32,2,0,899,254,73,1,60,122,,2.19,,1,13,0,1175,0,99,,, +hugheto01,1904,1,NYA,AL,7,11,19,18,12,1,0,409,141,56,3,48,75,,3.70,,6,5,0,580,1,72,,, +hugheto01,1904,2,WS1,AL,3,12,16,14,14,0,0,373,133,48,4,34,48,,3.47,,2,6,0,525,2,67,,, +hynespa01,1904,1,SLA,AL,1,0,5,2,1,0,0,78,35,18,1,7,6,,6.23,,0,0,0,116,3,21,,, +jacobbe01,1904,1,WS1,AL,5,23,33,30,23,1,0,761,276,100,6,57,75,,3.55,,5,3,0,1054,3,135,,, +jaegech01,1904,1,DET,AL,3,3,8,6,5,0,0,147,49,14,0,15,13,,2.57,,2,6,0,209,2,29,,, +jonesos01,1904,1,BRO,NL,17,25,46,41,38,0,0,1131,387,115,7,92,96,,2.75,,6,17,0,1543,5,175,,, +jossad01,1904,1,CLE,AL,14,10,25,24,20,5,0,577,160,34,0,30,83,,1.59,,3,7,1,741,1,51,,, +kelluwi01,1904,1,CIN,NL,15,10,31,24,22,1,2,674,206,65,1,46,70,,2.60,,2,10,2,900,7,98,,, +killied01,1904,1,DET,AL,15,20,40,34,32,4,0,995,293,90,0,93,124,,2.44,,6,17,1,1341,6,118,,, +kitsofr01,1904,1,DET,AL,9,13,26,24,19,0,0,599,211,68,7,38,69,,3.07,,5,7,0,821,2,100,,, +koukajo01,1904,1,BRO,NL,0,1,1,1,1,0,0,24,10,1,0,4,1,,1.13,,0,0,0,34,0,3,,, +leevesa01,1904,1,PIT,NL,18,11,34,32,26,1,0,760,224,61,2,54,63,,2.17,,2,5,2,1003,2,85,,, +leewa01,1904,1,PIT,NL,1,2,5,3,1,0,0,68,34,22,0,9,5,,8.74,,0,3,1,113,2,25,,, +lundgca01,1904,1,CHN,NL,17,9,31,27,25,2,1,726,203,70,2,77,106,,2.60,,5,4,2,980,4,97,,, +lushjo01,1904,1,PHI,NL,0,6,7,6,3,0,0,128,52,17,0,27,27,,3.59,,3,7,1,207,1,40,,, +lynchmi02,1904,1,PIT,NL,15,11,27,24,24,1,0,668,200,67,1,91,95,,2.71,,6,15,0,928,2,90,,, +masonde01,1904,1,WS1,AL,0,3,5,3,2,0,0,99,45,22,1,13,16,,6.00,,2,2,0,153,2,30,,, +mathech01,1904,1,NY1,NL,33,12,48,46,33,4,1,1103,306,83,7,78,212,,2.03,,10,4,2,1437,2,120,,, +mcfarch02,1904,1,SLN,NL,14,18,32,31,28,1,0,808,266,96,7,56,111,,3.21,,4,4,1,1133,1,149,,, +mcginji01,1904,1,SLN,NL,2,1,3,3,3,0,0,81,28,6,0,6,6,,2.00,,1,3,1,114,0,8,,, +mcginjo01,1904,1,NY1,NL,35,8,51,44,38,9,5,1224,307,73,8,86,144,,1.61,,2,13,1,1588,7,103,,, +mcniced01,1904,1,BSN,NL,2,12,17,15,12,1,0,366,120,58,3,74,39,,4.28,,12,5,0,537,2,70,,, +mcphejo01,1904,1,PHI,NL,1,12,15,12,11,1,0,384,130,52,1,46,32,,3.66,,3,6,2,545,3,82,,, +millero01,1904,1,PIT,NL,7,7,19,17,11,2,0,403,133,50,4,39,35,,3.35,,8,4,0,563,2,67,,, +millibi01,1904,1,NY1,NL,0,1,5,1,1,0,2,75,36,15,2,4,6,,5.40,,0,1,0,121,4,22,,, +mitchfr01,1904,1,PHI,NL,4,7,13,13,11,0,0,326,133,41,3,25,29,,3.40,,5,7,2,467,0,62,,, +mitchfr01,1904,2,BRO,NL,2,5,8,8,8,1,0,198,73,28,0,23,16,,3.82,,1,3,1,277,0,37,,, +mooreea01,1904,1,CLE,AL,12,11,26,24,22,1,0,683,186,57,2,61,139,,2.25,,13,10,0,901,1,83,,, +morenle01,1904,1,PIT,NL,0,0,1,0,0,0,0,12,7,4,1,4,0,,9.00,,0,1,0,22,1,6,,, +morgacy01,1904,1,SLA,AL,0,2,8,3,2,0,0,153,51,21,3,10,24,,3.71,,1,2,0,207,5,23,,, +mullige01,1904,1,DET,AL,17,23,45,44,42,7,0,1147,345,102,1,131,161,,2.40,,8,10,0,1568,1,154,,, +nichoki01,1904,1,SLN,NL,21,13,36,35,35,3,1,951,268,71,3,50,134,,2.02,,3,5,0,1264,1,97,,, +oneilmi01,1904,1,SLN,NL,10,14,25,24,23,1,0,660,229,51,1,50,68,,2.09,,2,3,0,928,1,86,,, +orthal01,1904,1,WS1,AL,3,4,10,7,7,0,0,221,88,39,2,15,23,,4.76,,1,3,0,314,3,49,,, +orthal01,1904,2,NYA,AL,11,6,20,18,11,2,0,413,122,41,0,19,47,,2.68,,4,3,0,534,2,47,,, +owenfr01,1904,1,CHA,AL,21,15,37,36,34,4,1,945,243,68,2,61,103,,1.94,,6,11,1,1206,1,95,,, +patteca01,1904,1,WS1,AL,14,23,45,39,37,2,3,1073,367,122,2,79,150,,3.07,,1,20,1,1478,6,162,,, +pattero01,1904,1,CHA,AL,9,9,22,17,14,4,0,495,148,42,1,24,64,,2.29,,2,7,0,646,5,52,,, +peltyba01,1904,1,SLA,AL,15,18,39,35,31,2,0,903,270,95,7,77,126,,2.84,,9,20,0,1219,4,121,,, +pfiesja01,1904,1,PIT,NL,1,1,3,2,1,0,0,60,28,16,0,9,6,,7.20,,1,0,0,97,0,18,,, +phillde01,1904,1,PIT,NL,10,10,21,19,17,3,1,500,183,60,1,26,82,,3.24,,2,3,0,701,2,82,,, +pittito01,1904,1,BSN,NL,15,21,38,37,35,5,0,1006,298,99,1,144,146,,2.66,,10,14,0,1388,1,149,,, +planked01,1904,1,PHA,AL,26,17,44,43,37,7,0,1072,311,86,2,86,201,,2.17,,6,19,0,1427,1,111,,, +pooleed01,1904,1,BRO,NL,8,14,25,23,19,1,1,534,178,67,4,74,67,,3.39,,6,8,0,746,2,86,,, +powelja01,1904,1,NYA,AL,23,19,47,45,38,3,0,1171,340,106,15,92,202,,2.44,,12,10,0,1546,2,154,,, +puttmam01,1904,1,NYA,AL,2,0,9,3,2,1,0,148,40,15,0,17,26,,2.74,,2,0,0,197,6,21,,, +raymobu01,1904,1,DET,AL,0,1,5,2,1,0,0,44,14,5,0,6,7,,3.07,,0,2,0,64,3,9,,, +reidybi01,1904,1,BRO,NL,0,4,6,4,2,0,1,115,49,19,0,6,11,,4.46,,1,2,1,175,2,33,,, +reisldo01,1904,1,BRO,NL,3,4,7,7,6,1,0,153,45,12,0,10,19,,2.12,,1,9,0,208,0,16,,, +rhoadbo01,1904,1,CLE,AL,10,9,22,19,18,0,0,526,175,56,1,48,72,,2.87,,8,5,0,724,3,72,,, +robitch01,1904,1,PIT,NL,4,3,9,8,8,0,0,198,52,14,1,13,34,,1.91,,1,1,0,264,1,22,,, +sandewa01,1904,1,SLN,NL,1,2,4,3,1,0,0,57,25,10,1,1,11,,4.74,,1,1,0,86,1,15,,, +scanldo01,1904,1,PIT,NL,1,3,4,3,1,0,0,66,21,12,0,20,10,,4.91,,0,2,0,111,1,18,,, +scanldo01,1904,2,BRO,NL,6,6,13,12,11,3,0,312,94,25,0,40,40,,2.16,,1,2,0,430,1,39,,, +sieveed01,1904,1,SLA,AL,10,15,29,24,19,2,0,651,235,64,3,65,77,,2.65,,9,3,0,917,5,112,,, +smithfr03,1904,1,CHA,AL,16,9,26,23,22,4,0,610,157,47,0,58,107,,2.08,,12,12,1,802,3,62,,, +sparktu01,1904,1,PHI,NL,7,16,26,25,19,3,0,602,208,59,1,43,67,,2.65,,4,5,0,847,1,109,,, +stewajo01,1904,1,BSN,NL,0,0,2,0,0,0,0,28,12,10,0,4,1,,9.64,,0,1,0,47,2,11,,, +stovaje01,1904,1,DET,AL,2,13,22,17,13,1,0,440,170,72,3,45,41,,4.42,,4,16,0,646,4,97,,, +stricel01,1904,1,CHA,AL,0,1,1,1,0,0,0,18,12,8,0,2,3,,12.00,,0,0,0,31,0,10,,, +sudhowi01,1904,1,SLA,AL,8,15,27,24,20,1,0,667,232,93,8,54,63,,3.76,,1,10,0,925,3,121,,, +sutthja01,1904,1,CIN,NL,5,6,12,10,8,0,0,270,83,23,1,43,27,,2.30,,2,3,0,371,2,49,,, +sutthja01,1904,2,PHI,NL,6,13,19,18,17,0,0,491,172,67,2,71,46,,3.68,,3,9,0,712,1,90,,, +tanneje01,1904,1,BOS,AL,21,11,33,31,30,4,0,845,256,64,5,33,116,,2.04,,3,13,0,1099,2,89,,, +taylodu01,1904,1,NY1,NL,21,15,37,36,29,5,0,889,231,77,6,75,138,,2.34,,7,9,2,1165,1,100,,, +tayloja02,1904,1,SLN,NL,20,19,41,39,39,2,1,1056,297,87,5,82,103,,2.22,,6,13,0,1447,2,133,,, +thatcgr01,1904,1,BRO,NL,1,0,1,0,0,0,0,27,9,4,0,2,4,,4.00,,1,0,0,34,0,6,,, +townsha01,1904,1,WS1,AL,5,26,36,34,31,2,0,874,319,116,3,100,143,,3.58,,19,9,1,1252,2,163,,, +veilbu01,1904,1,PIT,NL,0,0,1,1,0,0,0,14,4,3,0,4,1,,5.79,,0,1,1,21,0,3,,, +wadderu01,1904,1,PHA,AL,25,19,46,46,39,8,0,1149,307,69,5,91,349,,1.62,,8,14,0,1496,0,109,,, +walketo01,1904,1,CIN,NL,15,8,24,24,22,2,0,651,196,54,2,53,64,,2.24,,3,18,0,893,0,76,,, +walshed01,1904,1,CHA,AL,6,3,18,8,6,1,1,332,90,32,1,32,57,,2.60,,5,3,0,438,10,45,,, +weimeja01,1904,1,CHN,NL,20,14,37,37,31,5,0,921,229,65,1,97,177,,1.91,,4,7,2,1225,0,96,,, +whitedo01,1904,1,CHA,AL,16,12,30,30,23,7,0,684,201,45,6,68,115,,1.78,,4,9,0,923,0,82,,, +wickebo01,1904,1,CHN,NL,17,9,30,27,23,4,0,687,201,68,6,58,99,,2.67,,4,3,1,929,3,92,,, +wilheka01,1904,1,BSN,NL,14,20,39,36,30,3,0,864,316,118,8,74,73,,3.69,,7,7,2,1191,3,150,,, +willivi01,1904,1,BSN,NL,18,25,43,43,39,2,0,1050,357,111,7,109,196,,2.85,,11,14,2,1466,0,174,,, +wilsohi01,1904,1,WS1,AL,0,3,3,3,3,0,0,75,33,13,0,4,11,,4.68,,1,2,0,110,0,17,,, +wiltsho01,1904,1,NY1,NL,13,3,24,16,14,2,3,494,150,52,8,61,105,,2.84,,4,5,0,690,8,66,,, +wintege01,1904,1,BOS,AL,8,4,20,16,12,1,0,407,126,35,4,27,31,,2.32,,0,6,1,543,4,47,,, +wolfeba01,1904,1,NYA,AL,0,3,7,3,2,0,0,101,31,12,1,4,8,,3.21,,2,2,0,132,4,18,,, +wolfeba01,1904,2,WS1,AL,6,10,17,16,13,2,0,380,131,46,0,22,44,,3.27,,3,11,0,522,1,64,,, +wrighge02,1904,1,SLA,AL,0,1,1,1,0,0,0,12,10,6,0,2,3,,13.50,,1,0,0,23,0,6,,, +youngcy01,1904,1,BOS,AL,26,16,43,41,40,10,1,1140,327,83,6,29,200,,1.97,,4,4,0,1435,2,104,,, +ablesha01,1905,1,SLA,AL,0,3,6,3,1,0,0,92,37,13,0,13,11,,3.82,,2,0,0,136,3,22,,, +adamsri01,1905,1,WS1,AL,2,5,11,6,3,1,0,188,63,25,1,24,25,,3.59,,0,8,0,271,5,30,,, +altroni01,1905,1,CHA,AL,23,12,38,34,31,3,0,947,274,66,3,63,97,,1.88,,6,2,0,1228,4,89,,, +amesre01,1905,1,NY1,NL,22,8,34,31,21,2,0,788,220,80,2,105,198,,2.74,,30,3,0,1064,3,113,,, +bakerer01,1905,1,CIN,NL,0,0,1,0,0,0,0,12,7,2,1,0,1,,4.50,,0,1,0,18,1,4,,, +barryed01,1905,1,BOS,AL,1,2,7,5,2,0,0,122,38,13,2,15,18,,2.88,,2,4,1,172,1,19,,, +bendech01,1905,1,PHA,AL,18,11,35,23,18,4,0,687,193,72,5,90,142,,2.83,,12,11,0,939,12,103,,, +bernhbi01,1905,1,CLE,AL,7,13,22,19,17,0,0,523,185,65,5,34,56,,3.36,,6,1,0,711,3,93,,, +bradyki01,1905,1,PHI,NL,1,1,2,2,2,0,0,39,19,5,0,2,3,,3.46,,0,0,0,59,0,7,,, +briggbu01,1905,1,CHN,NL,8,8,20,20,13,5,0,504,141,40,1,52,68,,2.14,,1,6,0,654,0,58,,, +brownbu01,1905,1,SLN,NL,8,11,23,21,17,3,0,536,172,59,5,62,57,,2.97,,5,10,0,734,2,80,,, +brownmo01,1905,1,CHN,NL,18,12,30,24,24,4,0,747,219,60,3,44,89,,2.17,,2,1,1,975,6,89,,, +bruckan01,1905,1,DET,AL,0,0,1,0,0,0,0,3,4,3,0,1,1,,27.00,,0,0,0,8,1,3,,, +buchaji01,1905,1,SLA,AL,5,9,22,15,12,1,2,424,149,55,2,27,54,,3.50,,2,2,0,576,7,76,,, +caldwra01,1905,1,PHI,NL,1,3,7,2,1,0,1,102,44,16,1,7,29,,4.24,,1,3,1,147,3,25,,, +campbbi01,1905,1,SLN,NL,1,1,2,2,2,0,0,51,27,14,0,7,2,,7.41,,0,0,0,81,0,17,,, +casech01,1905,1,PIT,NL,11,11,31,24,18,3,1,651,202,62,2,66,57,,2.57,,8,15,0,886,7,81,,, +chechch01,1905,1,CIN,NL,14,14,39,25,20,1,0,803,300,86,4,77,79,,2.89,,0,11,0,1129,13,139,,, +chesbja01,1905,1,NYA,AL,19,15,41,38,24,3,0,910,262,74,5,71,156,,2.20,,7,6,0,1193,2,125,,, +cicoted01,1905,1,DET,AL,1,1,3,1,1,0,0,54,25,7,0,5,6,,3.50,,0,0,0,81,2,8,,, +clarkwa01,1905,1,NYA,AL,3,3,9,4,3,0,0,138,40,20,1,13,35,,3.91,,3,2,0,185,4,26,,, +coaklan01,1905,1,PHA,AL,18,8,35,31,21,3,0,765,227,52,2,73,145,,1.84,,3,6,2,1024,3,93,,, +corrifr01,1905,1,PHI,NL,10,12,35,26,18,1,1,636,203,82,2,57,79,,3.48,,9,16,0,864,8,109,,, +delahji01,1905,1,BSN,NL,0,0,1,1,0,0,0,6,5,1,1,0,0,,4.50,,0,0,0,10,0,2,,, +dinnebi01,1905,1,BOS,AL,12,14,31,29,23,2,1,731,235,101,7,50,97,,3.73,,5,7,0,978,2,117,,, +dischge01,1905,1,DET,AL,0,2,8,3,1,0,0,143,43,14,1,8,14,,2.64,,0,2,0,187,5,19,,, +dolanco01,1905,2,BSN,NL,0,1,2,0,0,0,0,12,7,4,2,1,1,,9.00,,0,0,0,20,2,5,,, +donahre01,1905,1,CLE,AL,6,12,20,18,14,1,0,413,132,52,2,25,45,,3.40,,0,5,0,550,2,68,,, +donovbi01,1905,1,DET,AL,18,15,34,32,27,5,0,842,236,81,2,101,135,,2.60,,4,10,0,1137,2,111,,, +doschja01,1905,1,BRO,NL,1,5,12,7,6,0,0,213,60,25,1,30,33,,3.17,,0,3,0,292,5,34,,, +dugglbi01,1905,1,PHI,NL,18,17,38,36,27,1,0,868,270,79,10,83,75,,2.46,,3,13,0,1162,2,116,,, +dygerji01,1905,1,PHA,AL,1,4,6,3,2,0,0,106,41,17,2,11,24,,4.33,,2,2,0,154,3,20,,, +easonma01,1905,1,BRO,NL,5,21,27,27,20,3,0,621,230,99,5,72,64,,4.30,,0,5,0,864,0,128,,, +eganwi01,1905,1,SLN,NL,6,15,23,19,18,0,0,514,189,68,2,39,29,,3.57,,0,9,0,711,4,93,,, +elliocl01,1905,1,NY1,NL,0,1,10,2,2,0,6,114,41,17,3,12,20,,4.03,,1,1,0,165,8,20,,, +eubanjo01,1905,1,DET,AL,1,0,3,2,0,0,0,52,13,4,0,3,1,,2.08,,0,1,0,66,1,12,,, +ewingbo01,1905,1,CIN,NL,20,11,40,34,30,4,0,935,284,87,5,79,164,,2.51,,5,11,0,1243,6,125,,, +falkecy01,1905,1,WS1,AL,7,2,12,10,6,2,0,226,71,32,1,31,35,,3.82,,5,5,0,319,2,41,,, +ferrycy01,1905,1,CLE,AL,0,0,1,1,0,0,0,6,3,3,1,0,2,,13.50,,0,2,0,11,0,3,,, +flahepa02,1905,1,PIT,NL,10,10,27,20,15,0,1,563,197,73,2,49,44,,3.50,,4,6,0,778,5,87,,, +fordge01,1905,1,DET,AL,0,1,7,1,1,0,0,105,51,22,0,14,20,,5.66,,1,2,0,166,6,30,,, +frasech01,1905,1,BSN,NL,14,21,39,37,35,2,0,1003,320,122,8,149,130,,3.28,,13,15,0,1424,2,174,,, +gibsono01,1905,1,BOS,AL,4,7,23,17,9,0,0,402,118,55,9,55,67,,3.69,,4,5,0,555,6,77,,, +gladefr01,1905,1,SLA,AL,6,25,32,32,28,2,0,825,257,86,3,58,127,,2.81,,5,11,0,1101,0,109,,, +goodwar01,1905,1,NYA,AL,0,0,1,0,0,0,0,1,2,3,0,2,0,,81.00,,1,0,0,5,0,4,,, +goodwi01,1905,1,NYA,AL,0,2,5,2,0,0,0,57,18,10,1,14,13,,4.74,,2,0,0,86,3,17,,, +griffcl01,1905,1,NYA,AL,9,6,25,7,4,2,1,305,82,19,1,15,46,,1.68,,3,1,0,384,17,30,,, +hahnno01,1905,1,CIN,NL,5,3,13,8,5,1,0,231,85,24,0,9,17,,2.81,,0,2,0,323,5,44,,, +hallajo01,1905,1,CLE,AL,0,0,3,0,0,0,0,38,12,4,0,0,4,,2.84,,0,1,0,49,3,6,,, +hardyha01,1905,1,WS1,AL,1,1,3,2,2,0,0,72,20,5,0,6,10,,1.88,,0,0,0,94,1,9,,, +harledi02,1905,1,BSN,NL,2,5,9,4,4,1,0,197,72,34,5,19,19,,4.66,,2,1,0,272,5,45,,, +harpeja01,1905,1,CIN,NL,9,13,26,23,15,1,1,538,189,77,2,69,70,,3.86,,8,8,0,774,2,116,,, +harrijo02,1905,1,BOS,AL,1,2,3,3,3,0,0,69,16,6,0,8,14,,2.35,,2,0,0,89,0,6,,, +henlewe01,1905,1,PHA,AL,4,11,25,19,13,1,0,551,155,53,4,67,82,,2.60,,4,9,0,748,6,74,,, +hershfr01,1905,1,BSN,NL,0,1,1,1,0,0,0,12,5,3,0,2,1,,6.75,,0,0,0,18,0,4,,, +hessot01,1905,1,CLE,AL,10,15,26,25,22,4,0,641,179,75,1,72,109,,3.16,,18,9,0,862,1,97,,, +hilleho01,1905,1,PIT,NL,5,2,10,6,4,0,1,182,43,19,0,19,37,,2.82,,0,2,0,238,4,20,,, +hoelsar01,1905,1,SLN,NL,0,1,1,1,1,0,0,18,6,1,1,5,4,,1.50,,0,0,0,27,0,6,,, +hoggbi01,1905,1,NYA,AL,9,13,39,22,9,3,1,615,178,73,1,101,125,,3.20,,14,13,1,869,13,104,,, +howarde01,1905,1,PIT,NL,0,0,1,0,0,0,0,18,4,0,1,1,0,,0.00,,0,1,0,22,1,7,,, +howelha01,1905,1,SLA,AL,15,22,38,37,35,4,0,969,252,71,2,101,198,,1.98,,9,12,0,1275,1,109,,, +hugheed01,1905,1,BOS,AL,3,2,6,4,2,0,0,100,38,17,0,9,8,,4.59,,0,1,0,142,2,27,,, +hugheto01,1905,1,WS1,AL,17,20,39,35,26,6,0,874,239,76,3,79,149,,2.35,,6,10,1,1149,4,113,,, +jacksch01,1905,1,DET,AL,0,2,2,2,1,0,0,33,14,7,1,7,3,,5.73,,0,0,0,52,0,12,,, +jacobbe01,1905,1,WS1,AL,7,8,22,17,12,0,0,433,139,53,1,35,50,,3.30,,5,5,0,586,4,83,,, +johnsol01,1905,1,CIN,NL,1,0,4,1,1,0,1,54,31,7,1,4,8,,3.50,,1,0,0,88,2,22,,, +jonesos01,1905,1,BRO,NL,8,15,29,20,14,0,1,522,197,90,6,56,66,,4.66,,2,9,0,756,8,121,,, +jossad01,1905,1,CLE,AL,20,12,33,32,31,3,0,858,246,64,4,46,132,,2.01,,3,11,0,1108,1,90,,, +justiwa01,1905,1,DET,AL,0,0,2,0,0,0,0,10,4,3,0,6,0,,8.10,,0,1,0,20,2,3,,, +kaneha01,1905,1,PHI,NL,1,1,2,2,2,1,0,51,12,3,0,8,12,,1.59,,1,0,0,67,0,6,,, +kelluwi01,1905,1,SLN,NL,3,3,11,7,5,1,0,222,70,24,1,10,19,,2.92,,1,1,0,286,4,30,,, +killied01,1905,1,DET,AL,23,14,39,37,33,8,0,940,263,79,0,102,110,,2.27,,4,13,0,1260,2,108,,, +kinseed01,1905,1,PIT,NL,0,1,3,2,2,0,0,51,19,5,0,3,11,,2.65,,0,1,0,69,1,6,,, +kitsofr01,1905,1,DET,AL,12,14,33,27,21,3,1,677,230,87,3,57,78,,3.47,,3,11,0,934,5,120,,, +leevesa01,1905,1,PIT,NL,20,5,33,29,20,3,1,689,199,69,3,54,81,,2.70,,5,12,1,928,3,94,,, +leifile01,1905,1,PIT,NL,5,2,8,7,6,1,0,168,52,18,0,14,10,,2.89,,0,4,0,228,1,24,,, +leroylo01,1905,1,NYA,AL,1,1,3,3,2,0,0,72,26,10,2,1,8,,3.75,,1,1,0,96,0,14,,, +lundgca01,1905,1,CHN,NL,13,5,23,19,16,3,0,508,132,42,3,53,69,,2.23,,2,9,0,662,4,58,,, +lushjo01,1905,1,PHI,NL,2,0,2,2,1,0,0,51,12,3,0,8,8,,1.59,,1,1,0,71,0,4,,, +lynchmi02,1905,1,PIT,NL,17,8,33,22,13,0,2,619,191,87,3,107,106,,3.79,,6,5,0,863,11,102,,, +manuemo01,1905,1,WS1,AL,0,0,3,1,1,0,0,30,9,6,0,3,3,,5.40,,0,1,0,41,1,9,,, +mathech01,1905,1,NY1,NL,31,9,43,37,32,8,3,1016,252,48,4,64,206,,1.28,,6,1,3,1294,6,85,,, +mcdousa01,1905,1,SLN,NL,1,4,5,5,5,0,0,134,50,17,0,12,10,,3.43,,0,0,0,178,0,24,,, +mcfarch02,1905,1,SLN,NL,8,18,31,28,22,3,1,751,281,106,3,65,85,,3.81,,6,6,1,1059,3,145,,, +mcginji01,1905,1,SLN,NL,0,1,1,1,0,0,0,9,5,5,1,2,0,,15.00,,0,0,0,17,0,6,,, +mcginjo01,1905,1,NY1,NL,21,15,46,38,26,2,3,961,289,102,6,71,125,,2.87,,3,14,0,1291,5,131,,, +mcintha01,1905,1,BRO,NL,8,25,40,35,29,1,1,926,340,127,6,101,135,,3.70,,1,20,0,1314,4,188,,, +mitchfr01,1905,1,BRO,NL,3,7,12,10,9,0,0,289,107,51,2,38,44,,4.76,,5,5,0,419,2,73,,, +mooreea01,1905,1,CLE,AL,15,15,31,30,28,3,0,807,232,79,6,92,131,,2.64,,5,18,0,1100,1,111,,, +moorege01,1905,1,PIT,NL,0,0,1,0,0,0,0,9,2,0,0,0,1,,0.00,,0,0,0,10,1,0,,, +morgacy01,1905,1,SLA,AL,2,5,13,8,5,1,0,232,82,31,1,37,44,,3.61,,9,9,0,346,5,59,,, +mullige01,1905,1,DET,AL,21,21,44,41,35,1,0,1043,303,97,4,138,168,,2.51,,6,8,1,1428,3,149,,, +myersjo01,1905,1,PHA,AL,0,0,1,1,1,0,0,15,3,2,0,3,5,,3.60,,0,1,0,21,0,3,,, +newtodo01,1905,1,NYA,AL,2,2,11,7,2,0,0,179,61,14,1,24,15,,2.11,,0,2,0,255,3,23,,, +nichoki01,1905,1,SLN,NL,1,5,7,7,5,0,0,155,64,31,1,18,16,,5.40,,4,0,0,234,0,47,,, +nichoki01,1905,2,PHI,NL,10,6,17,16,15,1,0,416,129,35,1,28,50,,2.27,,4,4,0,548,1,47,,, +olmstha01,1905,1,BOS,AL,1,2,3,3,3,0,0,75,18,9,0,12,6,,3.24,,0,0,0,100,0,10,,, +orthal01,1905,1,NYA,AL,18,16,40,37,26,6,0,916,273,97,8,61,121,,2.86,,5,7,0,1201,3,122,,, +overaor01,1905,1,CIN,NL,18,23,42,39,32,2,0,954,290,101,4,147,173,,2.86,,18,14,0,1313,3,146,,, +owenfr01,1905,1,CHA,AL,21,13,42,38,32,3,0,1002,276,78,6,56,125,,2.10,,4,9,0,1282,3,110,,, +patteca01,1905,1,WS1,AL,14,21,42,36,29,2,0,929,300,108,3,86,113,,3.14,,5,10,0,1268,6,145,,, +pattero01,1905,1,CHA,AL,4,6,13,9,7,0,0,266,73,18,0,16,29,,1.83,,1,0,0,339,4,34,,, +peltyba01,1905,1,SLA,AL,14,14,31,28,27,1,0,776,222,79,3,68,114,,2.75,,10,12,0,1031,3,106,,, +pfeffbi01,1905,1,CHN,NL,4,4,15,11,9,0,0,303,84,28,2,36,56,,2.50,,4,4,0,390,4,36,,, +phillde01,1905,1,PIT,NL,20,13,38,33,25,5,0,837,235,68,0,48,133,,2.19,,8,10,0,1068,5,95,,, +pittito01,1905,1,PHI,NL,23,14,46,37,29,4,2,1012,311,116,3,104,136,,3.09,,6,16,0,1378,8,155,,, +planked01,1905,1,PHA,AL,24,12,41,41,35,4,0,1040,287,87,3,75,210,,2.26,,9,24,0,1362,0,113,,, +powelja01,1905,1,NYA,AL,8,13,37,23,13,1,1,609,214,79,4,57,84,,3.50,,5,6,0,849,12,107,,, +powelja01,1905,2,SLA,AL,2,1,3,3,3,0,0,84,22,5,0,5,12,,1.61,,0,1,0,107,0,6,,, +puttmam01,1905,1,NYA,AL,2,7,17,9,5,1,1,259,79,41,2,37,39,,4.27,,5,5,0,364,7,50,,, +reisldo01,1905,1,BRO,NL,0,1,2,0,0,0,0,9,3,1,0,4,2,,3.00,,1,0,0,15,2,1,,, +reulbed01,1905,1,CHN,NL,18,14,34,29,28,5,1,875,208,46,1,73,152,,1.42,,5,18,1,1124,5,71,,, +rhoadbo01,1905,1,CLE,AL,16,9,28,26,24,4,0,705,219,74,4,55,61,,2.83,,0,10,0,946,2,96,,, +robitch01,1905,1,PIT,NL,8,5,17,12,10,0,0,361,126,39,1,28,32,,2.92,,5,3,0,487,4,54,,, +scanldo01,1905,1,BRO,NL,14,12,33,28,22,2,0,749,220,81,4,104,135,,2.92,,4,8,1,1042,4,119,,, +smithfr03,1905,1,CHA,AL,19,13,39,31,27,4,0,875,215,69,0,107,171,,2.13,,13,8,0,1151,6,97,,, +sparktu01,1905,1,PHI,NL,14,11,34,26,20,3,1,779,217,63,2,73,98,,2.18,,1,9,0,1003,8,86,,, +stricel01,1905,1,BRO,NL,9,18,33,28,25,1,1,712,259,88,0,71,77,,3.34,,6,14,0,1002,5,143,,, +sudhowi01,1905,1,SLA,AL,10,20,32,30,23,1,0,732,222,81,8,78,70,,2.99,,4,13,0,1000,2,121,,, +sutthja01,1905,1,PHI,NL,3,4,13,6,4,1,0,233,82,33,2,36,26,,3.82,,1,4,0,323,5,46,,, +tanneje01,1905,1,BOS,AL,22,9,37,32,27,6,0,815,238,75,7,59,113,,2.48,,3,13,0,1075,5,91,,, +taylodu01,1905,1,NY1,NL,16,9,32,28,18,4,0,640,200,63,5,51,91,,2.66,,8,8,0,869,4,85,,, +tayloja02,1905,1,SLN,NL,15,21,37,34,34,3,1,927,302,118,10,85,102,,3.44,,9,11,0,1263,3,155,,, +tennefr02,1905,1,BSN,NL,0,0,1,0,0,0,0,6,5,1,0,1,0,,4.50,,1,0,0,13,0,4,,, +thielja01,1905,1,SLN,NL,15,16,32,29,26,0,0,726,265,94,4,62,87,,3.50,,6,12,1,1018,3,138,,, +thomafr01,1905,1,DET,AL,0,1,2,1,0,0,0,18,10,5,0,3,5,,7.50,,0,1,0,31,1,8,,, +townsha01,1905,1,WS1,AL,7,16,34,24,22,0,0,789,247,77,2,84,102,,2.63,,7,15,0,1087,9,117,,, +vanzaik01,1905,1,SLA,AL,0,0,1,0,0,0,0,20,2,0,0,2,3,,0.00,,0,1,0,24,1,0,,, +volzja01,1905,1,BSN,NL,0,2,3,2,0,0,0,26,12,10,0,8,1,,10.38,,0,1,0,42,1,11,,, +vowinri01,1905,1,CIN,NL,3,3,6,6,4,0,0,136,52,21,2,10,7,,4.17,,0,1,0,183,0,31,,, +wadderu01,1905,1,PHA,AL,27,10,46,34,27,7,0,986,231,54,5,90,287,,1.48,,10,10,2,1257,11,86,,, +walketo01,1905,1,CIN,NL,9,7,23,19,12,1,0,434,171,52,3,44,28,,3.24,,0,6,1,610,4,71,,, +walshed01,1905,1,CHA,AL,8,3,22,13,9,1,0,410,121,33,0,29,71,,2.17,,7,3,0,538,7,53,,, +washebu01,1905,1,PHI,NL,0,0,1,0,0,0,0,9,4,2,0,5,0,,6.00,,0,0,0,17,1,2,,, +weimeja01,1905,1,CHN,NL,18,12,33,30,26,2,1,751,212,63,1,80,107,,2.26,,5,12,0,1018,3,84,,, +westhi01,1905,1,CLE,AL,2,2,6,4,4,1,0,99,43,15,0,10,15,,4.09,,0,3,0,149,2,23,,, +whitedo01,1905,1,CHA,AL,17,13,36,33,25,4,0,781,204,51,2,58,120,,1.76,,8,9,0,1004,3,67,,, +wickebo01,1905,1,CHN,NL,13,6,22,22,17,4,0,534,139,40,3,47,86,,2.02,,2,1,0,677,0,46,,, +wiggsji01,1905,1,DET,AL,3,3,7,7,4,0,0,124,30,15,0,29,37,,3.27,,1,1,0,176,0,25,,, +wilheka01,1905,1,BSN,NL,3,23,34,28,23,0,0,727,287,122,7,75,76,,4.53,,9,5,1,1052,6,166,,, +willivi01,1905,1,BSN,NL,12,29,41,41,36,4,0,1026,340,122,7,107,149,,3.21,,12,13,2,1403,0,174,,, +wiltsho01,1905,1,NY1,NL,15,6,32,19,18,1,3,591,158,54,5,61,120,,2.47,,10,4,0,786,12,71,,, +wintege01,1905,1,BOS,AL,16,17,35,27,24,2,0,793,249,87,5,54,119,,2.96,,3,5,0,1052,8,118,,, +wolfeba01,1905,1,WS1,AL,9,14,28,23,17,1,1,546,162,52,1,37,52,,2.57,,4,8,0,720,4,76,,, +youngcy01,1905,1,BOS,AL,18,19,38,33,31,4,0,962,248,65,3,30,210,,1.82,,6,8,0,1189,5,99,,, +youngir01,1905,1,BSN,NL,20,21,43,42,41,7,0,1134,337,122,6,71,156,,2.90,,6,8,0,1475,1,146,,, +adamsba01,1906,1,SLN,NL,0,1,1,1,0,0,0,12,9,6,0,2,0,,13.50,,0,0,1,21,0,8,,, +altroni01,1906,1,CHA,AL,20,13,38,30,25,4,0,863,269,66,0,42,99,,2.06,,5,3,0,1119,7,95,,, +amesre01,1906,1,NY1,NL,12,10,31,25,15,1,1,610,166,60,1,93,156,,2.66,,7,3,0,840,6,79,,, +bargecy01,1906,1,NYA,AL,0,0,2,1,0,0,1,16,7,6,0,3,3,,10.13,,0,0,0,25,1,8,,, +barryed01,1906,1,BOS,AL,0,3,3,3,3,0,0,63,23,14,2,5,10,,6.00,,3,3,0,90,0,22,,, +bartlbi01,1906,1,PHA,AL,0,0,3,0,0,0,1,26,10,9,0,6,6,,9.35,,2,0,0,40,2,9,,, +beebefr01,1906,1,CHN,NL,6,1,14,6,4,0,1,210,56,21,1,32,55,,2.70,,1,5,0,304,7,27,,, +beebefr01,1906,2,SLN,NL,9,9,20,19,16,1,0,482,115,54,1,68,116,,3.02,,2,9,0,630,1,65,,, +bendech01,1906,1,PHA,AL,15,10,36,27,24,0,3,715,208,67,5,48,159,,2.53,,3,8,0,931,9,98,,, +bernhbi01,1906,1,CLE,AL,16,15,31,30,23,2,0,766,235,72,1,47,85,,2.54,,4,5,0,1001,0,99,,, +bradyki01,1906,1,PIT,NL,1,1,3,2,1,0,0,69,30,6,0,4,14,,2.35,,0,0,0,100,1,7,,, +brownbu01,1906,1,SLN,NL,8,16,32,27,21,0,0,715,208,70,2,112,109,,2.64,,12,11,0,1013,5,98,,, +brownmo01,1906,1,CHN,NL,26,6,36,32,27,9,3,832,198,32,1,61,144,,1.04,,2,4,1,1044,4,56,,, +camerja01,1906,1,BSN,NL,0,0,2,1,0,0,0,18,4,0,0,6,2,,0.00,,0,0,0,25,1,0,,, +camniho01,1906,1,PIT,NL,1,0,2,1,1,1,0,27,6,2,0,5,5,,2.00,,0,0,0,37,1,2,,, +casech01,1906,1,PIT,NL,1,1,2,2,1,0,0,33,8,7,0,5,3,,5.73,,0,1,0,48,0,9,,, +chechch01,1906,1,CIN,NL,1,4,11,5,5,0,3,198,59,17,1,24,17,,2.32,,0,6,0,273,6,32,,, +chesbja01,1906,1,NYA,AL,23,17,49,42,24,4,1,975,314,107,2,75,152,,2.96,,7,10,0,1308,7,138,,, +clarkwa01,1906,1,NYA,AL,9,4,32,16,9,3,0,453,135,39,6,55,64,,2.32,,5,5,0,617,10,59,,, +coaklan01,1906,1,PHA,AL,7,8,22,16,10,0,0,447,144,52,0,44,59,,3.14,,1,3,0,608,6,78,,, +coombja01,1906,1,PHA,AL,10,10,23,18,13,1,0,519,144,48,0,68,90,,2.50,,5,7,0,703,4,65,,, +cunnimi01,1906,1,PHA,AL,1,0,5,1,1,0,0,84,29,10,1,9,15,,3.21,,2,1,0,117,4,15,,, +dinnebi01,1906,1,BOS,AL,8,19,28,27,22,1,0,656,209,71,4,52,60,,2.92,,2,1,0,874,0,101,,, +dolanco01,1906,1,BSN,NL,0,1,2,0,0,0,0,36,12,6,1,6,7,,4.50,,0,0,0,46,2,6,,, +donahre01,1906,1,DET,AL,13,14,28,28,26,3,0,723,260,73,1,54,82,,2.73,,0,8,0,996,0,96,,, +donovbi01,1906,1,DET,AL,9,15,25,25,22,0,0,635,221,74,4,72,85,,3.15,,2,8,0,893,0,92,,, +dornegu01,1906,1,CIN,NL,0,1,2,1,1,0,0,45,16,2,0,4,5,,1.20,,0,1,0,63,1,5,,, +dornegu01,1906,2,BSN,NL,8,25,34,32,29,0,0,820,264,111,5,103,104,,3.65,,4,16,0,1133,2,152,,, +doschja01,1906,1,BRO,NL,0,1,2,1,1,0,0,42,12,2,0,4,10,,1.29,,0,0,0,52,1,3,,, +doylesl01,1906,1,NYA,AL,2,1,9,6,3,2,0,136,34,12,1,13,28,,2.38,,0,1,0,175,3,15,,, +druhoca01,1906,1,CIN,NL,2,2,4,3,1,0,0,75,27,12,0,7,14,,4.32,,0,2,0,109,1,17,,, +druhoca01,1906,2,SLN,NL,6,7,15,13,12,1,0,391,117,38,1,46,45,,2.62,,3,5,0,542,2,55,,, +dugglbi01,1906,1,PHI,NL,13,19,42,30,22,5,2,841,241,70,5,66,83,,2.25,,3,12,1,1139,11,93,,, +dygerji01,1906,1,PHA,AL,11,13,35,25,15,4,0,641,175,64,1,91,106,,2.70,,6,10,0,874,7,88,,, +easonma01,1906,1,BRO,NL,10,17,34,26,18,3,1,681,212,82,1,74,64,,3.25,,6,9,0,912,8,109,,, +edmonbo01,1906,1,WS1,AL,0,1,2,1,1,0,0,30,10,5,0,2,0,,4.50,,1,0,0,40,1,8,,, +eellsha01,1906,1,CLE,AL,4,5,14,8,6,1,0,259,77,25,1,48,35,,2.61,,11,3,0,369,5,39,,, +eganwi01,1906,1,SLN,NL,2,9,16,12,7,0,0,259,97,44,2,27,23,,4.59,,4,2,0,378,4,45,,, +essicbi01,1906,1,CIN,NL,2,2,6,4,3,0,0,118,39,13,1,16,16,,2.97,,0,2,0,161,2,18,,, +eubanjo01,1906,1,DET,AL,4,10,24,12,7,1,2,405,147,53,0,35,38,,3.53,,3,8,0,568,12,69,,, +ewingbo01,1906,1,CIN,NL,13,14,33,32,26,2,0,863,248,76,4,60,145,,2.38,,10,2,1,1105,1,98,,, +falkecy01,1906,1,WS1,AL,14,20,40,36,30,2,1,896,277,95,1,108,178,,2.86,,14,13,0,1233,3,136,,, +ferguge01,1906,1,NY1,NL,2,0,22,1,1,1,7,157,43,15,1,24,32,,2.58,,0,2,1,214,19,22,,, +fienelo01,1906,1,CHA,AL,1,1,6,2,1,0,0,93,35,10,0,9,12,,2.90,,3,4,0,135,4,17,,, +frasech01,1906,1,CIN,NL,10,20,31,28,25,2,0,708,221,70,1,80,58,,2.67,,7,8,0,940,3,92,,, +frommar01,1906,1,SLN,NL,1,2,3,3,3,1,0,75,19,4,0,10,11,,1.44,,0,1,0,97,0,6,,, +gibsono01,1906,1,BOS,AL,0,2,5,2,1,0,0,56,25,11,2,7,3,,5.30,,0,0,1,84,2,21,,, +gladefr01,1906,1,SLA,AL,15,14,35,32,28,4,1,800,215,70,4,59,96,,2.36,,5,10,0,1030,3,91,,, +glazera01,1906,1,BOS,AL,4,6,19,10,7,0,0,369,110,49,4,32,56,,3.59,,1,5,0,491,8,58,,, +goodwcl01,1906,1,WS1,AL,0,2,4,3,1,0,0,67,20,11,0,13,9,,4.43,,1,1,0,96,1,16,,, +griffcl01,1906,1,NYA,AL,2,2,17,2,1,0,2,179,58,20,0,15,16,,3.02,,3,4,1,244,15,30,,, +haffole01,1906,1,CIN,NL,1,1,3,1,1,0,0,57,13,2,0,11,5,,0.95,,0,1,0,80,2,9,,, +hahnno01,1906,1,NYA,AL,3,2,6,6,3,1,0,126,38,18,0,6,17,,3.86,,0,3,0,164,0,22,,, +hallch02,1906,1,CIN,NL,4,8,14,9,9,1,1,285,86,35,1,50,49,,3.32,,3,8,1,391,5,56,,, +hardyha01,1906,1,WS1,AL,0,3,5,3,2,0,0,60,35,20,0,12,4,,9.00,,0,0,0,103,0,27,,, +harpeja01,1906,1,CIN,NL,1,4,5,5,3,0,0,110,38,17,1,20,10,,4.17,,2,2,0,155,0,23,,, +harpeja01,1906,2,CHN,NL,0,0,1,1,0,0,0,3,0,0,0,0,0,,0.00,,0,0,0,3,0,0,,, +harrijo02,1906,1,BOS,AL,2,21,30,24,20,1,2,705,211,92,5,67,99,,3.52,,6,7,0,942,6,130,,, +hessot01,1906,1,CLE,AL,20,17,43,36,33,7,3,1001,274,68,4,85,167,,1.83,,2,24,1,1316,7,104,,, +higgiir01,1906,1,SLN,NL,1,4,7,6,4,0,0,142,50,17,1,11,14,,3.23,,1,1,0,200,1,23,,, +hilleho01,1906,1,PIT,NL,3,2,7,5,4,1,0,159,42,13,1,21,32,,2.21,,4,1,0,213,1,19,,, +hoelsar01,1906,1,SLN,NL,1,4,12,3,2,0,0,175,53,30,1,34,20,,4.63,,0,1,0,256,9,37,,, +hoggbi01,1906,1,NYA,AL,14,13,28,25,15,3,0,618,171,67,5,72,107,,2.93,,6,12,0,831,3,77,,, +holmeji01,1906,1,PHA,AL,0,1,3,1,0,0,0,27,10,4,0,8,1,,4.00,,0,1,0,44,0,11,,, +howelha01,1906,1,SLA,AL,15,14,35,33,30,6,1,830,233,65,1,61,140,,2.11,,10,10,1,1078,2,98,,, +hugheed01,1906,1,BOS,AL,0,0,2,0,0,0,0,30,15,6,0,3,3,,5.40,,0,0,0,46,2,7,,, +hugheto01,1906,1,WS1,AL,7,17,30,24,18,1,0,612,230,82,5,81,90,,3.62,,5,3,0,885,5,118,,, +hugheto02,1906,1,NYA,AL,1,0,3,1,1,0,0,45,11,7,2,1,5,,4.20,,1,0,0,54,1,8,,, +isbelfr01,1906,1,CHA,AL,0,0,1,0,0,0,0,6,1,0,0,0,2,,0.00,,1,0,0,7,1,0,,, +jacobbe01,1906,1,SLA,AL,9,9,24,15,12,0,0,465,146,43,3,27,53,,2.50,,5,4,0,611,9,68,,, +jossad01,1906,1,CLE,AL,21,9,34,31,28,9,1,846,220,54,3,43,106,,1.72,,2,3,0,1055,2,81,,, +kaneha01,1906,1,PHI,NL,1,3,6,3,2,0,0,84,28,12,0,18,14,,3.86,,5,3,0,131,2,16,,, +kargeed01,1906,1,PIT,NL,2,3,6,2,0,0,0,84,21,6,0,9,8,,1.93,,0,2,0,114,4,11,,, +kargeed01,1906,2,SLN,NL,5,16,25,20,17,0,1,575,193,58,0,43,73,,2.72,,3,7,0,761,5,85,,, +killied01,1906,1,DET,AL,10,6,21,16,14,0,2,449,165,57,0,54,47,,3.43,,4,5,0,643,5,71,,, +kitsofr01,1906,1,WS1,AL,6,14,30,21,15,1,0,591,196,80,2,57,59,,3.65,,4,6,0,810,7,97,,, +knollhu01,1906,1,BRO,NL,0,0,2,0,0,0,0,20,13,3,0,2,3,,4.05,,0,0,0,36,2,5,,, +krohru01,1906,1,BOS,AL,1,0,1,1,1,1,0,27,2,0,0,4,5,,0.00,,0,0,0,31,0,0,,, +leevesa01,1906,1,PIT,NL,22,7,36,31,25,6,0,781,232,67,3,48,76,,2.32,,3,7,0,1011,4,84,,, +leifile01,1906,1,PIT,NL,18,13,37,31,24,8,1,767,214,53,3,68,111,,1.87,,3,14,0,1008,5,90,,, +leroylo01,1906,1,NYA,AL,2,0,11,2,1,0,1,134,33,11,0,12,28,,2.22,,3,2,0,172,6,19,,, +liebhgl01,1906,1,CLE,AL,2,0,2,2,2,0,0,54,13,3,0,1,9,,1.50,,0,0,0,64,0,4,,, +lindavi01,1906,1,BSN,NL,12,23,39,36,32,2,0,922,303,83,4,90,115,,2.43,,7,11,0,1248,2,132,,, +lundgca01,1906,1,CHN,NL,17,6,27,24,21,5,2,623,160,51,3,89,103,,2.21,,4,8,1,822,3,63,,, +lushjo01,1906,1,PHI,NL,18,15,37,35,24,5,0,843,254,74,2,119,151,,2.37,,8,16,0,1210,1,128,,, +lynchmi02,1906,1,PIT,NL,6,5,18,12,7,0,0,357,101,32,2,31,48,,2.42,,2,8,0,474,6,48,,, +mansklo01,1906,1,PIT,NL,0,0,2,1,0,0,0,24,12,5,0,5,6,,5.63,,0,0,0,36,1,6,,, +masonde01,1906,1,CIN,NL,0,1,2,1,1,0,0,36,10,6,1,6,4,,4.50,,0,1,0,47,1,6,,, +mathech01,1906,1,NY1,NL,22,12,38,35,22,6,1,800,262,88,3,77,128,,2.97,,4,3,0,1092,3,100,,, +mathehe01,1906,1,NY1,NL,0,1,2,1,1,0,1,30,7,6,0,14,2,,5.40,,0,1,0,51,1,7,,, +maxwebe01,1906,1,PIT,NL,0,1,1,1,0,0,0,24,8,5,0,2,1,,5.63,,0,0,0,30,0,6,,, +mccarbi02,1906,1,BSN,NL,0,0,1,0,0,0,0,6,2,2,0,3,0,,9.00,,1,0,0,14,1,6,,, +mcclojo01,1906,1,PHI,NL,3,2,9,4,3,0,0,123,46,13,2,9,6,,2.85,,0,1,0,174,5,21,,, +mcfarch02,1906,1,SLN,NL,2,1,6,4,2,0,1,112,33,8,1,8,16,,1.93,,0,0,0,159,2,18,,, +mcfarch02,1906,2,PIT,NL,1,3,6,5,2,1,0,106,39,10,0,7,11,,2.55,,0,2,0,140,1,14,,, +mcfarch02,1906,3,BRO,NL,0,1,1,1,1,0,0,27,10,8,1,5,5,,8.00,,0,0,0,40,0,8,,, +mcginjo01,1906,1,NY1,NL,27,12,45,37,32,3,2,1019,316,85,1,71,105,,2.25,,0,7,0,1364,6,127,,, +mcglyst01,1906,1,SLN,NL,2,2,6,6,6,0,0,144,43,13,0,15,25,,2.44,,1,1,1,189,0,16,,, +mcilvir01,1906,1,PIT,NL,0,1,2,1,0,0,0,21,10,6,1,2,3,,7.71,,0,0,0,30,1,6,,, +mcintha01,1906,1,BRO,NL,13,21,39,31,25,4,3,828,254,91,2,89,121,,2.97,,2,14,0,1130,8,123,,, +mooreea01,1906,1,CLE,AL,1,1,5,4,2,0,0,89,27,13,1,18,8,,3.94,,1,2,0,130,1,15,,, +moronji01,1906,1,BSN,NL,0,3,3,3,3,0,0,81,28,16,1,12,11,,5.33,,2,6,0,126,0,20,,, +moserwa01,1906,1,PHI,NL,0,4,6,4,4,0,0,128,49,17,0,15,17,,3.59,,1,1,0,182,2,35,,, +mullige01,1906,1,DET,AL,21,18,40,40,35,2,0,990,315,102,3,108,123,,2.78,,11,15,0,1361,0,139,,, +newtodo01,1906,1,NYA,AL,7,5,21,15,6,2,0,375,118,44,3,33,52,,3.17,,4,7,0,508,5,53,,, +nichoki01,1906,1,PHI,NL,0,1,4,2,1,0,0,33,17,12,0,13,1,,9.82,,2,2,0,59,1,16,,, +oberlfr01,1906,1,BOS,AL,1,3,4,4,4,0,0,102,38,12,0,13,13,,3.18,,1,2,1,148,0,20,,, +orthal01,1906,1,NYA,AL,27,17,45,39,36,3,0,1016,317,88,2,66,133,,2.34,,7,1,1,1331,5,115,,, +overaor01,1906,1,CIN,NL,4,5,13,10,6,0,0,247,77,39,1,46,33,,4.26,,2,4,0,354,3,52,,, +overaor01,1906,2,CHN,NL,12,3,18,14,13,2,1,432,116,30,1,51,94,,1.88,,5,4,0,590,3,43,,, +owenfr01,1906,1,CHA,AL,22,13,42,36,27,7,0,879,289,76,4,54,66,,2.33,,2,4,0,1166,4,114,,, +pastoji01,1906,1,BRO,NL,10,14,29,24,16,3,0,635,225,85,4,69,58,,3.61,,3,3,0,892,5,111,,, +patteca01,1906,1,WS1,AL,19,16,38,32,28,7,0,848,253,68,2,79,96,,2.17,,5,6,0,1129,4,106,,, +pattero01,1906,1,CHA,AL,10,7,21,18,12,3,1,426,119,33,1,17,45,,2.09,,1,4,0,537,2,46,,, +peltyba01,1906,1,SLA,AL,16,11,34,30,25,4,2,782,189,46,1,59,92,,1.59,,8,18,0,995,4,77,,, +pfeffbi01,1906,1,BSN,NL,13,22,36,36,33,4,0,907,270,99,4,114,158,,2.95,,3,16,1,1229,0,138,,, +pfiesja01,1906,1,CHN,NL,20,8,31,29,20,4,0,752,173,42,3,63,153,,1.51,,4,13,1,966,2,63,,, +phillde01,1906,1,PIT,NL,15,10,33,24,19,3,0,656,216,60,3,26,90,,2.47,,6,2,0,884,8,78,,, +pittito01,1906,1,PHI,NL,8,10,20,16,9,2,0,389,128,49,2,50,43,,3.40,,1,12,1,569,3,62,,, +planked01,1906,1,PHA,AL,19,6,26,25,21,5,0,635,173,53,1,51,108,,2.25,,1,15,0,831,1,70,,, +powelja01,1906,1,SLA,AL,13,14,28,26,25,3,1,732,196,48,2,55,132,,1.77,,5,8,0,941,2,77,,, +puttmam01,1906,1,SLN,NL,2,2,4,4,0,0,0,56,23,11,2,9,12,,5.30,,3,2,0,87,0,13,,, +reulbed01,1906,1,CHN,NL,19,4,33,24,20,6,3,654,129,40,2,92,94,,1.65,,3,13,1,842,9,51,,, +rhoadbo01,1906,1,CLE,AL,22,10,38,34,31,7,0,945,259,63,5,92,89,,1.80,,2,5,0,1237,4,95,,, +rhodech01,1906,1,SLN,NL,3,4,9,6,3,0,0,135,37,17,0,20,32,,3.40,,2,6,0,192,3,21,,, +richile01,1906,1,PHI,NL,9,11,33,22,14,3,0,617,170,55,3,79,65,,2.41,,9,6,0,824,8,86,,, +rowanja01,1906,1,DET,AL,0,1,1,1,1,0,0,27,15,11,0,6,0,,11.00,,0,0,0,46,0,13,,, +roych01,1906,1,PHI,NL,0,1,7,1,0,0,0,55,24,10,0,5,6,,4.91,,2,1,0,82,6,12,,, +scanldo01,1906,1,BRO,NL,18,13,38,33,28,6,2,864,230,102,5,127,120,,3.19,,4,6,0,1206,4,128,,, +schumha01,1906,1,PHA,AL,0,2,4,2,1,0,0,54,21,8,0,8,9,,4.00,,0,2,0,81,2,13,,, +sieveed01,1906,1,DET,AL,14,11,30,25,20,1,0,668,240,67,5,45,71,,2.71,,2,10,0,918,4,95,,, +smithch02,1906,1,WS1,AL,9,16,33,22,17,2,0,706,250,76,2,75,105,,2.91,,2,8,1,991,9,113,,, +smithed03,1906,1,SLA,AL,8,11,19,18,13,0,0,464,153,64,3,53,45,,3.72,,5,8,1,647,1,90,,, +smithfr03,1906,1,CHA,AL,5,5,20,13,8,1,1,366,124,46,3,37,53,,3.39,,5,5,0,507,7,58,,, +sparktu01,1906,1,PHI,NL,19,16,42,37,29,6,3,950,244,76,4,62,114,,2.16,,2,10,0,1231,5,99,,, +stanljo02,1906,1,WS1,AL,0,0,1,0,0,0,0,9,3,4,1,1,0,,12.00,,0,1,0,13,1,5,,, +starkco01,1906,1,WS1,AL,0,0,1,0,0,0,0,9,7,6,1,2,1,,18.00,,0,0,0,17,0,6,,, +stricel01,1906,1,BRO,NL,14,18,41,35,28,5,5,875,273,88,2,77,88,,2.72,,3,5,2,1160,5,128,,, +sudhowi01,1906,1,WS1,AL,0,2,9,5,0,0,0,59,30,20,1,9,7,,9.15,,2,2,0,96,4,25,,, +swormle01,1906,1,BOS,AL,1,1,3,2,2,0,0,63,17,3,0,0,6,,1.29,,0,1,0,77,1,6,,, +tanneje01,1906,1,BOS,AL,13,11,27,26,18,2,0,589,207,69,9,39,82,,3.16,,5,10,0,805,1,91,,, +taylodu01,1906,1,NY1,NL,17,9,31,27,13,2,0,639,186,52,3,57,91,,2.20,,5,6,0,863,2,81,,, +tayloja02,1906,1,SLN,NL,8,9,17,17,17,1,0,465,133,37,3,47,27,,2.15,,0,7,1,640,0,50,,, +tayloja02,1906,2,CHN,NL,12,3,17,16,15,2,0,442,116,30,1,39,34,,1.83,,0,6,0,565,1,42,,, +thielja01,1906,1,SLN,NL,0,1,1,1,0,0,0,15,5,2,0,2,0,,3.60,,0,0,0,21,0,6,,, +thompgu01,1906,1,SLN,NL,2,11,17,12,8,0,0,309,111,49,2,25,36,,4.28,,6,5,0,420,4,61,,, +tiemeed01,1906,1,CIN,NL,0,0,1,0,0,0,0,3,1,0,0,1,1,,0.00,,0,0,0,3,1,0,,, +townsha01,1906,1,CLE,AL,3,7,17,12,8,1,0,278,92,30,1,31,31,,2.91,,1,6,0,388,5,45,,, +wadderu01,1906,1,PHA,AL,15,17,43,34,22,8,0,818,221,67,1,92,196,,2.21,,10,10,1,1086,7,89,,, +walshed01,1906,1,CHA,AL,17,13,41,31,24,10,2,835,215,58,1,58,171,,1.88,,11,7,0,1058,8,83,,, +weimeja01,1906,1,CIN,NL,20,14,41,39,31,6,1,914,263,75,0,99,141,,2.22,,7,13,0,1225,2,105,,, +whitedo01,1906,1,CHA,AL,18,6,28,24,20,7,0,658,160,37,2,38,95,,1.52,,5,5,1,816,4,47,,, +whitije01,1906,1,BRO,NL,1,1,3,2,2,1,0,74,26,8,0,6,7,,2.92,,0,1,0,98,1,10,,, +wickebo01,1906,1,CHN,NL,3,5,10,8,5,0,0,217,70,24,0,19,25,,2.99,,1,0,0,291,1,36,,, +wickebo01,1906,2,CIN,NL,6,11,20,17,14,0,0,450,150,45,3,46,69,,2.70,,3,1,1,617,3,69,,, +wiggsji01,1906,1,DET,AL,0,0,4,1,0,0,0,31,11,6,1,7,7,,5.23,,1,2,0,49,2,9,,, +willeed01,1906,1,DET,AL,0,3,3,3,3,0,0,75,24,11,0,8,16,,3.96,,1,2,0,104,0,12,,, +willivi01,1906,1,PIT,NL,23,13,41,36,32,6,1,966,295,62,0,76,124,,1.73,,8,5,0,1262,5,84,,, +wilsowi01,1906,1,WS1,AL,0,1,1,1,1,0,0,21,3,2,0,2,1,,2.57,,0,1,0,26,0,2,,, +wiltsho01,1906,1,NY1,NL,16,11,38,26,21,4,6,748,227,63,3,58,125,,2.27,,8,3,0,1001,12,92,,, +wintege01,1906,1,BOS,AL,6,18,29,22,18,1,2,623,215,95,8,38,72,,4.12,,3,5,0,839,7,118,,, +withero01,1906,1,BSN,NL,0,3,8,3,3,0,0,138,59,32,2,19,14,,6.26,,0,1,0,203,5,37,,, +wolfeba01,1906,1,WS1,AL,0,3,4,3,2,0,0,60,17,9,0,10,8,,4.05,,0,2,0,85,1,11,,, +youngcy01,1906,1,BOS,AL,13,21,39,34,28,0,2,863,288,102,3,25,140,,3.19,,5,8,1,1126,4,137,,, +youngir01,1906,1,BSN,NL,16,25,43,41,37,4,0,1075,349,116,7,83,151,,2.91,,9,6,1,1416,1,157,,, +adamsba01,1907,1,PIT,NL,0,2,4,3,1,0,0,66,40,17,1,3,11,,6.95,,1,3,0,104,1,25,,, +altroni01,1907,1,CHA,AL,7,13,30,21,15,1,2,641,210,61,3,31,61,,2.57,,4,2,0,843,7,76,,, +amesre01,1907,1,NY1,NL,10,12,39,26,17,2,1,700,184,56,4,108,146,,2.16,,20,10,0,959,8,93,,, +bailebi01,1907,1,SLA,AL,4,1,6,5,3,0,0,145,39,13,0,15,17,,2.42,,0,4,0,194,1,16,,, +barbefr01,1907,1,BSN,NL,1,1,2,2,1,0,0,37,19,8,0,5,1,,5.84,,0,0,0,58,0,10,,, +bargecy01,1907,1,NYA,AL,0,0,1,0,0,0,0,18,10,2,0,1,0,,3.00,,1,1,0,29,1,2,,, +barryed01,1907,1,BOS,AL,0,1,2,2,1,0,0,52,13,4,1,5,6,,2.08,,0,1,1,68,0,6,,, +bartlbi01,1907,1,PHA,AL,0,1,15,3,2,0,0,169,44,14,0,19,16,,2.24,,2,0,0,221,7,22,,, +beebefr01,1907,1,SLN,NL,7,19,31,29,24,4,0,715,192,72,1,109,141,,2.72,,15,10,1,954,2,95,,, +beechro01,1907,1,NY1,NL,0,2,2,2,2,0,0,42,17,4,0,6,5,,2.57,,0,0,0,64,0,8,,, +bellge01,1907,1,BRO,NL,8,16,35,27,20,3,1,791,222,66,1,77,88,,2.25,,3,6,0,1017,8,102,,, +bendech01,1907,1,PHA,AL,16,8,33,24,20,4,3,658,185,50,1,34,112,,2.05,,5,3,0,838,8,67,,, +bergehe01,1907,1,CLE,AL,3,3,14,7,5,1,0,262,74,29,0,20,50,,2.99,,7,1,0,340,7,35,,, +bernhbi01,1907,1,CLE,AL,0,4,8,4,3,0,0,126,58,15,0,11,19,,3.21,,1,0,0,187,3,32,,, +boultja01,1907,1,BSN,NL,5,9,24,12,11,0,0,419,140,42,1,50,49,,2.71,,6,8,2,585,9,75,,, +bradyki01,1907,1,PIT,NL,0,0,1,0,0,0,0,6,2,0,0,1,0,,0.00,,0,0,0,8,1,1,,, +brockle01,1907,1,NYA,AL,1,2,8,4,1,0,0,139,58,32,1,26,13,,6.22,,0,2,0,216,4,36,,, +brownbu01,1907,1,SLN,NL,1,6,9,8,6,0,0,191,57,24,2,45,17,,3.39,,3,5,0,267,1,38,,, +brownbu01,1907,2,PHI,NL,9,6,21,16,13,4,0,390,118,35,3,56,38,,2.42,,2,6,1,541,5,47,,, +brownmo01,1907,1,CHN,NL,20,6,34,27,20,6,3,699,180,36,2,40,107,,1.39,,4,6,0,861,7,51,,, +burchfr01,1907,1,BOS,AL,0,1,2,1,0,0,0,30,8,3,0,2,6,,2.70,,0,1,0,39,1,5,,, +camniho01,1907,1,PIT,NL,13,8,31,19,15,4,1,540,135,43,0,59,85,,2.15,,5,3,0,701,10,65,,, +campbbi01,1907,1,CIN,NL,3,0,3,3,3,0,0,63,19,5,0,3,4,,2.14,,0,0,0,81,0,5,,, +castlro01,1907,1,NYA,AL,1,1,3,2,1,0,0,48,11,5,1,3,3,,2.81,,0,0,0,59,1,6,,, +chesbja01,1907,1,NYA,AL,10,10,30,25,17,1,0,618,192,58,0,46,78,,2.53,,3,6,0,822,3,83,,, +clarkwa01,1907,1,NYA,AL,1,1,5,2,0,0,1,52,19,12,1,8,3,,6.23,,0,2,0,78,2,12,,, +clarkwa01,1907,2,CLE,AL,4,6,17,10,9,1,0,272,77,20,1,29,32,,1.99,,1,3,0,364,5,40,,, +coaklan01,1907,1,CIN,NL,17,16,37,30,21,1,1,796,269,69,1,79,89,,2.34,,3,7,0,1069,7,97,,, +coombja01,1907,1,PHA,AL,6,9,23,17,10,2,2,398,109,46,2,64,73,,3.12,,7,9,0,554,4,58,,, +corrifr01,1907,1,PHI,NL,18,14,37,32,23,3,2,822,228,75,0,89,131,,2.46,,8,9,0,1089,5,107,,, +covelha01,1907,1,PHI,NL,1,0,4,0,0,0,0,60,10,0,0,3,6,,0.00,,0,1,0,72,4,2,,, +craigge01,1907,1,PHA,AL,0,0,2,0,0,0,0,5,2,2,0,3,0,,10.80,,0,2,0,12,0,3,,, +dessaru01,1907,1,BSN,NL,0,1,2,2,1,0,0,28,13,11,0,10,1,,10.61,,0,1,0,44,0,11,,, +dinnebi01,1907,1,BOS,AL,0,4,5,5,3,0,0,98,42,19,5,8,8,,5.23,,1,2,0,144,0,25,,, +dinnebi01,1907,2,SLA,AL,7,10,24,16,15,2,4,466,153,42,3,33,38,,2.43,,3,5,0,627,7,67,,, +donovbi01,1907,1,DET,AL,25,4,32,28,27,3,1,813,222,66,3,82,123,,2.19,,2,8,0,1073,4,96,,, +dornegu01,1907,1,BSN,NL,12,16,36,31,24,2,0,814,253,94,4,92,85,,3.12,,8,15,0,1100,4,120,,, +doylesl01,1907,1,NYA,AL,11,11,29,23,15,1,1,581,169,57,2,67,94,,2.65,,2,6,0,786,5,86,,, +druhoca01,1907,1,SLN,NL,0,1,1,1,0,0,0,7,3,4,0,4,1,,15.43,,0,1,0,10,0,5,,, +dugglbi01,1907,1,PHI,NL,0,2,5,2,2,0,0,87,43,24,2,11,8,,7.45,,1,5,0,132,2,27,,, +dugglbi01,1907,2,PIT,NL,2,2,9,3,1,1,0,121,34,12,0,12,4,,2.68,,2,2,0,156,6,17,,, +durbiki01,1907,1,CHN,NL,0,1,5,1,1,0,1,50,14,10,0,10,5,,5.40,,0,1,0,71,4,13,,, +durhabu01,1907,1,WS1,AL,0,0,2,0,0,0,0,15,10,7,0,4,1,,12.60,,0,1,1,29,1,9,,, +dygerji01,1907,1,PHA,AL,21,8,42,28,18,5,1,785,200,68,2,85,151,,2.34,,12,18,0,1038,11,98,,, +edmonsa01,1907,1,WS1,AL,0,0,1,0,0,0,0,9,8,3,0,1,0,,9.00,,1,0,0,17,1,3,,, +essicbi01,1907,1,CIN,NL,0,2,3,2,2,0,0,65,23,7,0,8,7,,2.91,,2,1,0,93,1,15,,, +eubanjo01,1907,1,DET,AL,3,3,15,8,4,1,0,243,88,24,0,20,17,,2.67,,3,0,0,335,6,40,,, +ewingbo01,1907,1,CIN,NL,17,19,41,37,32,2,0,998,279,64,2,85,147,,1.73,,1,7,0,1299,4,104,,, +falkecy01,1907,1,WS1,AL,6,17,32,24,17,1,1,701,195,61,0,77,108,,2.35,,12,8,0,936,4,105,,, +ferguge01,1907,1,NY1,NL,3,2,15,5,4,0,1,192,63,15,2,20,37,,2.11,,6,5,1,262,7,32,,, +fienelo01,1907,1,CHA,AL,0,1,6,1,1,0,1,78,30,12,0,7,15,,4.15,,0,2,0,112,4,17,,, +flahepa02,1907,1,BSN,NL,12,15,27,25,23,0,0,651,197,65,4,59,34,,2.70,,1,7,1,860,2,90,,, +frasech01,1907,1,CHN,NL,8,5,22,15,9,2,1,415,112,35,1,46,41,,2.28,,3,3,0,539,7,51,,, +fritzch01,1907,1,PHA,AL,0,0,1,1,0,0,0,9,0,1,0,3,1,,3.00,,0,1,0,12,0,1,,, +frocksa01,1907,1,BSN,NL,1,2,5,3,3,1,0,100,28,11,1,11,12,,2.97,,0,2,0,128,1,17,,, +frommar01,1907,1,SLN,NL,5,13,23,16,13,2,0,437,138,47,3,67,67,,2.90,,5,4,1,610,6,73,,, +gehrihe01,1907,1,WS1,AL,3,7,15,9,8,2,0,261,92,32,1,14,31,,3.31,,2,1,0,351,6,44,,, +gladefr01,1907,1,SLA,AL,13,9,24,22,18,2,0,606,187,60,2,45,71,,2.67,,0,9,0,808,2,81,,, +glazera01,1907,1,BOS,AL,9,13,32,21,11,1,0,547,150,47,4,48,68,,2.32,,4,4,0,714,7,75,,, +grahaos01,1907,1,WS1,AL,4,9,20,14,6,0,0,312,116,46,3,29,44,,3.98,,6,10,1,447,6,66,,, +griffcl01,1907,1,NYA,AL,0,0,4,0,0,0,0,25,15,8,0,6,5,,8.64,,0,0,0,44,4,16,,, +hallch02,1907,1,CIN,NL,4,2,11,8,5,0,0,204,51,19,0,43,25,,2.51,,0,4,0,273,3,22,,, +harrijo02,1907,1,BOS,AL,0,7,12,5,3,0,0,177,57,20,0,13,24,,3.05,,4,1,0,237,6,28,,, +henlewe01,1907,1,BRO,NL,1,5,7,7,5,0,0,168,54,19,2,21,11,,3.05,,1,1,0,220,0,31,,, +hessot01,1907,1,CLE,AL,6,6,17,14,7,0,1,280,84,30,1,37,36,,2.89,,4,12,0,395,2,37,,, +hickmch01,1907,1,WS1,AL,0,0,1,0,0,0,0,15,4,2,0,5,2,,3.60,,0,0,0,23,1,4,,, +hittro01,1907,1,CIN,NL,6,10,21,18,14,2,0,460,143,58,2,56,63,,3.40,,1,12,0,622,3,76,,, +hoelsar01,1907,1,SLN,NL,0,0,2,0,0,0,0,33,9,7,0,10,8,,5.73,,0,2,0,55,2,16,,, +hoggbi01,1907,1,NYA,AL,10,8,25,21,13,0,0,500,173,57,3,83,64,,3.08,,7,6,0,730,2,84,,, +hopesa01,1907,1,PHA,AL,0,0,1,0,0,0,0,1,3,0,0,0,0,,0.00,,0,0,0,4,0,1,,, +howelha01,1907,1,SLA,AL,16,15,42,35,26,2,3,949,258,68,3,88,118,,1.93,,4,8,0,1242,6,112,,, +hugheto01,1907,1,WS1,AL,7,14,34,23,18,2,4,633,206,73,1,47,102,,3.11,,4,12,0,857,10,104,,, +hugheto02,1907,1,NYA,AL,2,0,4,3,2,0,0,81,16,8,0,11,10,,2.67,,2,2,0,105,1,10,,, +isbelfr01,1907,1,CHA,AL,0,0,1,0,0,0,1,1,0,0,0,0,0,,0.00,,0,0,0,1,1,0,,, +jacobbe01,1907,1,SLA,AL,1,6,7,7,6,0,0,172,55,19,1,26,16,,2.98,,4,0,0,242,0,28,,, +jacobbe01,1907,2,BOS,AL,0,0,2,1,0,0,0,6,2,2,0,3,1,,9.00,,0,0,0,11,1,3,,, +johnswa01,1907,1,WS1,AL,5,9,14,12,11,2,0,331,100,23,1,20,71,,1.88,,4,2,0,432,2,35,,, +jonesel01,1907,1,DET,AL,0,1,4,1,1,0,1,48,23,9,0,4,9,,5.06,,2,1,0,73,2,15,,, +jossad01,1907,1,CLE,AL,27,11,42,38,34,6,2,1016,279,69,3,54,127,,1.83,,1,7,0,1291,4,100,,, +kargeed01,1907,1,SLN,NL,15,19,39,32,29,6,1,942,257,71,2,65,137,,2.04,,8,10,0,1228,5,102,,, +keefebo01,1907,1,NYA,AL,3,5,19,3,0,0,3,173,60,16,1,20,20,,2.50,,2,1,0,243,14,18,,, +killied01,1907,1,DET,AL,25,13,42,34,29,3,0,942,286,62,2,91,96,,1.78,,2,11,0,1270,8,103,,, +kitsofr01,1907,1,WS1,AL,0,3,5,3,2,0,0,96,41,14,1,9,11,,3.94,,1,2,0,142,2,20,,, +kitsofr01,1907,2,NYA,AL,4,0,12,4,3,0,0,183,75,21,0,17,14,,3.10,,0,4,0,267,8,31,,, +krohru01,1907,1,BOS,AL,1,4,7,5,1,0,0,103,33,10,0,8,8,,2.62,,0,2,0,139,1,13,,, +lanfosa01,1907,1,WS1,AL,0,1,2,1,0,0,0,21,10,4,0,5,2,,5.14,,2,3,0,38,1,10,,, +learyfr01,1907,1,CIN,NL,0,1,2,1,0,0,0,24,7,1,0,6,4,,1.13,,0,0,0,32,1,2,,, +leevesa01,1907,1,PIT,NL,14,9,31,24,17,5,0,650,182,40,3,46,65,,1.66,,1,8,0,848,7,70,,, +leifile01,1907,1,PIT,NL,20,16,40,33,24,6,1,858,270,74,1,100,112,,2.33,,4,12,0,1166,7,107,,, +liebhgl01,1907,1,CLE,AL,18,14,38,34,27,4,1,841,254,64,1,85,110,,2.05,,10,10,0,1136,4,100,,, +lindavi01,1907,1,BSN,NL,11,15,34,28,24,2,1,780,252,105,10,108,90,,3.63,,6,15,0,1075,6,130,,, +lindeer01,1907,1,BSN,NL,0,0,1,1,0,0,0,19,6,4,0,4,3,,5.68,,0,0,0,25,0,5,,, +lordbr01,1907,1,PHA,AL,0,0,1,0,0,0,0,3,3,1,0,0,0,,9.00,,0,0,0,6,1,2,,, +lundgca01,1907,1,CHN,NL,18,7,28,25,21,7,0,621,130,27,0,92,84,,1.17,,2,2,1,795,3,42,,, +lushjo01,1907,1,PHI,NL,3,5,8,8,5,2,0,172,48,19,0,21,20,,2.98,,0,3,0,235,0,22,,, +lushjo01,1907,2,SLN,NL,7,10,20,19,15,3,0,432,132,40,2,42,71,,2.50,,6,8,1,586,1,63,,, +lynchmi02,1907,1,PIT,NL,2,2,7,4,2,0,0,108,37,9,0,22,9,,2.25,,1,1,0,154,2,21,,, +lynchmi02,1907,2,NY1,NL,3,6,12,10,7,0,1,216,68,27,3,30,34,,3.38,,1,0,0,303,2,35,,, +maddoni01,1907,1,PIT,NL,5,1,6,6,6,1,0,162,32,5,0,13,38,,0.83,,1,4,0,197,0,8,,, +mallohe01,1907,1,DET,AL,0,1,1,1,1,0,0,24,13,5,1,5,6,,5.63,,0,0,0,40,0,10,,, +manniru01,1907,1,NYA,AL,0,1,1,1,1,0,0,27,8,3,0,3,3,,3.00,,0,1,0,37,0,3,,, +masonde01,1907,1,CIN,NL,5,12,25,17,13,1,0,438,144,51,2,55,45,,3.14,,0,6,0,580,8,68,,, +mathech01,1907,1,NY1,NL,24,12,41,36,31,8,2,945,250,70,5,53,178,,2.00,,5,2,0,1235,4,88,,, +mathehe01,1907,1,NY1,NL,0,0,1,0,0,0,1,3,1,0,0,0,0,,0.00,,1,0,0,4,1,0,,, +mcclojo01,1907,1,PHI,NL,0,0,3,0,0,0,0,27,15,7,0,6,3,,7.00,,0,1,0,43,3,9,,, +mcdonjo01,1907,1,WS1,AL,0,0,1,0,0,0,0,18,12,6,0,2,3,,9.00,,0,0,0,31,1,11,,, +mcgilbi01,1907,1,SLA,AL,1,0,2,2,1,0,0,55,22,7,0,2,8,,3.44,,0,0,0,75,0,8,,, +mcginjo01,1907,1,NY1,NL,18,18,47,34,23,3,4,931,320,109,6,58,120,,3.16,,3,15,0,1277,12,126,,, +mcglyst01,1907,1,SLN,NL,14,25,45,39,33,3,1,1057,329,114,6,112,109,,2.91,,11,4,0,1426,6,159,,, +mcintha01,1907,1,BRO,NL,7,15,28,22,19,3,0,599,178,53,6,79,49,,2.39,,2,7,0,803,5,82,,, +mcquige01,1907,1,PHI,NL,4,0,6,5,5,3,0,123,21,3,0,11,28,,0.66,,1,1,0,145,1,3,,, +minahco01,1907,1,CIN,NL,0,2,2,2,1,0,0,42,12,2,0,13,4,,1.29,,0,1,0,60,0,8,,, +mooreea01,1907,1,CLE,AL,1,1,3,2,1,0,0,58,18,10,0,8,7,,4.66,,1,1,0,81,1,14,,, +mooreea01,1907,2,NYA,AL,2,6,12,9,3,0,1,192,72,28,1,30,28,,3.94,,4,4,0,286,3,49,,, +morenle01,1907,1,PHI,NL,11,18,37,31,21,3,1,765,202,72,3,101,98,,2.54,,6,9,0,1002,4,106,,, +morgacy01,1907,1,SLA,AL,2,5,10,6,4,0,0,165,77,37,3,17,14,,6.05,,4,2,0,250,5,43,,, +morgacy01,1907,2,BOS,AL,6,6,16,13,9,2,0,343,77,25,1,34,50,,1.97,,2,3,1,435,2,35,,, +mullige01,1907,1,DET,AL,20,20,46,42,35,5,3,1072,346,103,1,106,146,,2.59,,6,15,0,1470,4,153,,, +neuerte01,1907,1,NYA,AL,4,2,7,6,6,3,0,162,40,13,1,19,22,,2.17,,0,0,0,211,1,21,,, +newtodo01,1907,1,NYA,AL,7,10,19,15,10,0,0,399,132,47,0,31,70,,3.18,,4,7,0,543,4,66,,, +oberlfr01,1907,1,BOS,AL,1,5,12,4,2,0,0,138,48,22,2,24,18,,4.30,,1,2,0,203,4,31,,, +oberlfr01,1907,2,WS1,AL,2,6,11,8,3,0,0,146,57,25,0,12,18,,4.62,,3,2,0,208,3,38,,, +orthal01,1907,1,NYA,AL,14,21,36,33,21,2,0,746,244,72,2,53,78,,2.61,,2,6,0,1001,3,134,,, +oteybi01,1907,1,PIT,NL,0,1,3,2,1,0,0,49,23,8,1,4,5,,4.41,,0,1,0,77,0,11,,, +overaor01,1907,1,CHN,NL,23,7,36,30,26,8,3,805,201,50,3,69,141,,1.68,,10,11,0,1048,4,62,,, +owenfr01,1907,1,CHA,AL,2,3,11,4,2,0,0,141,43,13,1,13,15,,2.49,,0,0,0,188,6,22,,, +pastoji01,1907,1,BRO,NL,16,12,28,26,20,4,0,666,218,58,2,77,70,,2.35,,2,6,0,910,2,74,,, +patteca01,1907,1,WS1,AL,12,16,36,29,20,1,0,712,272,94,3,63,58,,3.56,,6,6,0,1007,5,135,,, +pattero01,1907,1,CHA,AL,4,6,19,13,4,1,0,288,105,28,0,18,27,,2.63,,1,2,0,395,4,42,,, +peltyba01,1907,1,SLA,AL,12,21,36,31,29,5,1,819,234,78,1,64,85,,2.57,,4,18,0,1082,4,101,,, +pfeffbi01,1907,1,BSN,NL,6,8,19,16,12,1,0,432,129,48,3,61,65,,3.00,,2,7,0,577,1,62,,, +pfiesja01,1907,1,CHN,NL,14,9,30,22,13,3,0,585,143,25,1,48,90,,1.15,,2,5,0,745,5,61,,, +phillde01,1907,1,PIT,NL,14,11,35,26,17,1,2,642,214,62,2,36,61,,2.61,,3,5,1,851,9,83,,, +pittito01,1907,1,PHI,NL,9,5,16,12,8,1,0,306,101,34,3,35,37,,3.00,,1,5,0,427,3,43,,, +planked01,1907,1,PHA,AL,24,16,43,40,33,8,0,1031,282,84,5,85,183,,2.20,,5,17,1,1349,3,115,,, +powelja01,1907,1,SLA,AL,13,16,32,31,27,4,1,767,229,76,4,62,96,,2.68,,1,5,1,1014,1,104,,, +pruiete01,1907,1,BOS,AL,3,11,35,17,6,2,3,521,166,60,1,59,54,,3.11,,2,8,2,721,15,77,,, +raymobu01,1907,1,SLN,NL,2,4,8,6,6,1,0,194,56,12,3,21,34,,1.67,,1,1,0,265,2,34,,, +reulbed01,1907,1,CHN,NL,17,4,27,22,16,4,0,576,147,36,1,64,96,,1.69,,2,9,0,749,5,48,,, +rhoadbo01,1907,1,CLE,AL,15,14,35,31,23,5,1,825,258,70,0,84,76,,2.29,,12,14,0,1128,4,105,,, +richile01,1907,1,PHI,NL,6,6,25,12,9,2,0,351,88,23,0,38,40,,1.77,,1,5,0,452,10,37,,, +ruckena01,1907,1,BRO,NL,15,13,37,30,26,4,0,826,242,63,3,80,131,,2.06,,10,8,0,1090,7,94,,, +scanldo01,1907,1,BRO,NL,6,8,17,15,10,2,0,321,90,38,1,61,59,,3.20,,3,3,0,441,2,50,,, +shielch01,1907,1,SLN,NL,0,2,3,2,0,0,0,20,12,7,0,7,1,,9.45,,0,2,0,36,1,11,,, +sieveed01,1907,1,DET,AL,18,11,39,33,22,3,1,824,256,66,1,52,88,,2.16,,2,11,0,1090,6,89,,, +smithch02,1907,1,WS1,AL,10,20,36,31,21,3,0,776,254,75,0,51,119,,2.61,,10,1,0,1032,5,103,,, +smithfr03,1907,1,CHA,AL,23,10,41,37,29,3,0,930,280,85,3,111,139,,2.47,,12,2,1,1263,4,105,,, +smithfr04,1907,1,CIN,NL,2,7,18,9,5,0,1,256,90,27,3,24,19,,2.85,,0,4,0,356,9,44,,, +spadebo01,1907,1,CIN,NL,1,2,3,3,3,1,0,81,21,3,0,9,7,,1.00,,0,1,0,106,0,5,,, +sparktu01,1907,1,PHI,NL,22,8,33,31,24,3,1,795,221,59,2,51,90,,2.00,,0,7,0,1028,2,78,,, +steelel01,1907,1,BOS,AL,0,1,4,1,0,0,0,34,11,2,0,1,10,,1.59,,1,0,0,44,3,7,,, +stricel01,1907,1,BRO,NL,12,14,29,26,25,4,0,689,211,58,1,65,69,,2.27,,3,8,0,902,3,85,,, +tanneje01,1907,1,BOS,AL,6,7,18,16,10,2,1,393,131,36,3,20,29,,2.47,,0,5,0,524,2,59,,, +taylodu01,1907,1,NY1,NL,11,7,28,21,11,3,1,513,145,46,1,46,56,,2.42,,2,3,1,674,5,66,,, +tayloja02,1907,1,CHN,NL,7,5,18,13,8,0,0,369,127,45,3,33,22,,3.29,,2,1,0,507,5,62,,, +thielja01,1907,1,CLE,AL,11,8,20,18,18,3,0,498,151,43,2,34,56,,2.33,,7,7,0,658,1,60,,, +tiftra01,1907,1,NYA,AL,0,0,4,1,0,0,0,57,33,10,0,4,6,,4.74,,1,0,0,90,3,14,,, +tonkido01,1907,1,WS1,AL,0,0,1,0,0,0,0,8,6,2,0,5,0,,6.75,,0,0,0,18,0,3,,, +vickeru01,1907,1,PHA,AL,2,2,10,4,3,1,0,151,44,19,1,12,21,,3.40,,1,1,0,198,5,27,,, +wadderu01,1907,1,PHA,AL,19,13,44,33,20,7,0,854,234,68,2,73,232,,2.15,,4,15,0,1121,5,115,,, +walshco01,1907,1,PIT,NL,0,0,1,0,0,0,0,3,1,1,0,1,0,,9.00,,0,0,0,5,1,1,,, +walshed01,1907,1,CHA,AL,24,18,56,46,37,5,4,1267,341,75,3,87,206,,1.60,,14,8,0,1622,10,120,,, +weimeja01,1907,1,CIN,NL,11,14,29,26,19,3,0,627,165,56,6,63,67,,2.41,,3,23,0,816,2,73,,, +whitedo01,1907,1,CHA,AL,27,13,46,35,24,6,1,873,270,73,3,38,141,,2.26,,0,6,0,1131,9,93,,, +whitije01,1907,1,BRO,NL,0,0,1,0,0,0,0,9,3,4,0,3,2,,12.00,,0,0,0,14,1,4,,, +willeed01,1907,1,DET,AL,1,5,10,6,1,0,0,146,47,20,0,20,27,,3.70,,3,2,0,206,3,31,,, +willivi01,1907,1,PIT,NL,21,11,39,37,27,6,1,878,234,76,4,69,107,,2.34,,2,7,0,1143,2,96,,, +wiltsho01,1907,1,NY1,NL,13,12,33,21,14,3,2,571,171,46,3,48,79,,2.18,,3,5,0,762,9,63,,, +wintege01,1907,1,BOS,AL,12,15,35,27,21,4,1,770,198,59,2,61,88,,2.07,,3,3,0,983,8,91,,, +wolteha01,1907,2,PIT,NL,0,0,1,0,0,0,0,6,3,1,0,2,0,,4.50,,0,0,0,11,1,2,,, +wolteha01,1907,3,SLN,NL,0,2,3,3,1,0,0,69,27,11,1,18,8,,4.30,,0,2,0,105,0,13,,, +youngcy01,1907,1,BOS,AL,21,15,43,37,33,6,2,1030,286,76,3,51,147,,1.99,,6,7,0,1308,5,101,,, +youngir01,1907,1,BSN,NL,10,23,40,32,22,3,1,736,287,108,5,58,86,,3.96,,3,13,0,1010,7,131,,, +altroni01,1908,1,CHA,AL,5,7,23,13,8,1,2,408,127,41,2,18,21,,2.71,,2,2,1,532,7,55,,, +amesre01,1908,1,NY1,NL,7,4,18,15,5,0,1,343,96,23,0,27,81,,1.81,,2,1,0,441,2,35,,, +arellfr01,1908,1,BOS,AL,4,3,11,8,6,1,0,237,60,16,1,18,33,,1.82,,3,3,0,313,3,26,,, +bailebi01,1908,1,SLA,AL,3,5,22,12,7,0,0,320,85,36,2,50,42,,3.04,,5,3,0,439,8,53,,, +baldwof01,1908,1,SLN,NL,1,3,4,4,0,0,0,44,16,10,0,11,5,,6.14,,0,3,0,67,0,10,,, +beebefr01,1908,1,SLN,NL,5,13,29,19,12,0,0,523,134,51,3,66,72,,2.63,,0,4,0,765,8,88,,, +beechro01,1908,1,NY1,NL,0,0,2,0,0,0,1,17,11,5,0,3,0,,7.94,,0,0,0,28,1,5,,, +bellge01,1908,1,BRO,NL,4,15,29,19,12,2,1,466,162,62,3,45,63,,3.59,,4,2,0,646,10,80,,, +bendech01,1908,1,PHA,AL,8,9,18,17,14,2,1,416,121,27,1,21,85,,1.75,,2,3,2,537,1,48,,, +bergehe01,1908,1,CLE,AL,13,8,29,24,16,0,0,598,152,47,1,66,101,,2.12,,2,4,0,765,3,60,,, +billiha01,1908,1,NYA,AL,0,0,6,0,0,0,0,51,15,5,1,14,10,,2.65,,1,5,0,83,6,15,,, +boultja01,1908,1,BSN,NL,3,5,17,5,1,0,0,224,80,25,7,8,28,,3.01,,0,1,1,301,9,40,,, +bradyki01,1908,1,BOS,AL,1,0,1,1,1,1,0,27,8,0,0,0,3,,0.00,,0,0,0,33,0,0,,, +brandch01,1908,1,PIT,NL,1,0,3,1,1,0,1,51,13,1,0,4,8,,0.53,,0,1,0,62,2,5,,, +brownbu01,1908,1,PHI,NL,0,0,3,0,0,0,0,21,9,2,0,5,3,,2.57,,0,1,0,32,3,6,,, +brownmo01,1908,1,CHN,NL,29,9,44,31,27,9,5,937,214,51,1,49,123,,1.47,,6,5,0,1153,12,64,,, +burchfr01,1908,1,BOS,AL,10,8,31,19,9,0,0,539,161,59,2,65,94,,2.96,,11,11,3,727,7,84,,, +burnsbi01,1908,1,WS1,AL,6,11,23,19,11,2,0,492,135,31,3,18,55,,1.70,,1,4,0,612,1,58,,, +camniho01,1908,1,PIT,NL,16,9,38,26,17,3,2,710,182,41,6,69,118,,1.56,,2,5,0,942,10,76,,, +campbbi01,1908,1,CIN,NL,12,13,35,24,19,2,2,664,203,64,3,44,73,,2.60,,3,10,1,859,10,99,,, +carteni01,1908,1,PHA,AL,2,5,14,4,2,0,0,182,58,20,1,17,17,,2.97,,2,2,0,234,6,26,,, +catesel01,1908,1,WS1,AL,4,8,19,10,7,0,0,341,112,32,3,32,33,,2.53,,5,1,0,462,8,46,,, +chappbi01,1908,1,BSN,NL,2,4,13,6,3,1,0,211,60,14,0,17,23,,1.79,,4,4,0,279,6,28,,, +chaseha01,1908,1,NYA,AL,0,0,1,0,0,0,0,1,0,0,0,0,0,,0.00,,0,0,0,1,0,0,,, +chechch01,1908,1,CLE,AL,11,7,27,20,14,4,0,497,136,32,2,34,51,,1.74,,1,7,0,634,5,51,,, +chesbja01,1908,1,NYA,AL,14,20,45,31,20,3,1,866,276,94,6,67,124,,2.93,,11,14,0,1161,13,134,,, +cicoted01,1908,1,BOS,AL,11,12,39,24,17,2,2,622,198,56,0,59,95,,2.43,,14,11,0,844,13,77,,, +clarkwa01,1908,1,CLE,AL,0,0,2,1,0,0,0,10,6,4,0,2,1,,10.80,,0,2,0,19,1,4,,, +coaklan01,1908,1,CIN,NL,8,18,32,28,20,4,2,727,219,50,3,64,61,,1.86,,1,4,0,947,4,79,,, +coaklan01,1908,2,CHN,NL,2,0,4,3,2,1,0,61,14,2,0,6,7,,0.89,,0,0,0,79,0,4,,, +coombja01,1908,1,PHA,AL,7,5,26,18,10,4,0,459,130,34,1,64,80,,2.00,,5,3,0,624,6,63,,, +corrifr01,1908,1,PHI,NL,14,10,27,24,18,2,1,625,178,58,0,48,50,,2.51,,3,6,0,799,3,69,,, +covelha01,1908,1,PHI,NL,4,1,6,5,5,2,0,131,29,6,0,12,22,,1.24,,0,2,0,162,0,7,,, +cranddo01,1908,1,NY1,NL,12,12,32,24,13,0,0,644,198,70,3,59,77,,2.93,,2,9,1,866,8,83,,, +crissdo01,1908,1,SLA,AL,0,1,9,1,0,0,0,54,15,13,1,13,9,,6.50,,1,3,0,76,7,14,,, +dinnebi01,1908,1,SLA,AL,14,7,27,16,11,2,0,501,133,39,2,53,39,,2.10,,1,4,0,633,10,52,,, +donovbi01,1908,1,DET,AL,18,7,29,28,25,6,0,728,210,56,2,53,141,,2.08,,3,6,0,967,1,78,,, +dornegu01,1908,1,BSN,NL,8,19,38,28,14,3,0,649,176,85,3,77,41,,3.54,,2,15,0,879,8,120,,, +doschja01,1908,1,CIN,NL,1,3,7,4,3,0,0,133,31,9,1,22,7,,1.83,,1,3,0,183,1,19,,, +doylesl01,1908,1,NYA,AL,1,1,12,4,2,1,0,144,42,14,1,14,20,,2.63,,0,2,0,195,5,24,,, +dubucje01,1908,1,CIN,NL,5,6,15,9,7,1,0,256,62,26,2,41,32,,2.74,,1,5,0,349,6,34,,, +durhabu01,1908,1,NY1,NL,0,0,1,0,0,0,0,6,2,2,0,1,2,,9.00,,0,0,0,9,0,2,,, +dygerji01,1908,1,PHA,AL,11,15,41,28,15,5,1,716,184,76,3,97,164,,2.87,,5,11,1,944,9,95,,, +ewingbo01,1908,1,CIN,NL,17,15,37,32,23,4,3,881,247,72,5,57,95,,2.21,,7,5,0,1088,5,105,,, +falkecy01,1908,1,WS1,AL,6,2,17,8,5,1,0,248,70,18,2,21,34,,1.96,,4,2,0,320,5,29,,, +falkecy01,1908,2,CLE,AL,2,4,8,7,2,0,0,139,52,20,1,10,17,,3.88,,4,2,0,195,1,25,,, +ferguge01,1908,1,BSN,NL,11,11,37,21,13,3,0,624,168,57,1,84,98,,2.47,,3,8,0,824,15,72,,, +fienelo01,1908,1,CHA,AL,0,1,1,1,1,0,0,27,9,4,0,1,3,,4.00,,0,0,0,36,0,7,,, +filesed01,1908,1,PHA,AL,0,0,2,0,0,0,0,27,8,6,0,3,6,,6.00,,2,2,0,33,2,7,,, +finlape01,1908,1,BRO,NL,0,1,1,0,0,0,0,1,0,5,0,4,0,,135.00,,0,0,0,5,0,5,,, +flahepa02,1908,1,BSN,NL,12,18,31,31,21,0,0,732,221,88,6,81,50,,3.25,,5,8,0,1024,0,109,,, +flateja01,1908,1,PHA,AL,1,3,5,3,3,0,0,118,35,9,0,12,8,,2.06,,1,2,0,153,2,15,,, +fosteed01,1908,1,CLE,AL,1,0,6,1,1,0,2,63,16,5,1,12,11,,2.14,,1,2,0,84,5,5,,, +foxenbi01,1908,1,PHI,NL,7,7,22,16,10,2,0,442,126,32,2,53,52,,1.95,,8,8,1,586,5,45,,, +frasech01,1908,1,CHN,NL,11,9,26,17,11,2,2,488,141,41,4,61,66,,2.27,,7,6,0,644,7,71,,, +frommar01,1908,1,SLN,NL,5,13,20,14,9,2,0,348,102,35,1,50,62,,2.72,,2,2,0,520,6,59,,, +gaisefr01,1908,1,SLN,NL,0,0,1,0,0,0,0,7,4,2,0,3,2,,7.71,,0,0,0,12,1,2,,, +gehrihe01,1908,1,WS1,AL,0,1,3,1,0,0,0,15,9,8,0,2,0,,14.40,,1,2,0,24,1,8,,, +gladefr01,1908,1,NYA,AL,0,4,5,5,2,0,0,96,30,15,0,14,11,,4.22,,1,4,0,127,0,18,,, +glazera01,1908,1,BOS,AL,2,2,10,3,2,0,0,104,43,13,1,5,13,,3.38,,0,0,0,175,6,24,,, +grahabi01,1908,1,SLA,AL,6,7,21,13,7,0,0,352,104,30,0,32,47,,2.30,,0,12,0,477,4,46,,, +graneja01,1908,1,CLE,AL,0,0,2,0,0,0,0,10,6,2,0,1,0,,5.40,,0,0,0,16,1,2,,, +hartmch01,1908,1,BOS,AL,0,0,1,0,0,0,0,6,1,1,0,2,1,,4.50,,0,0,0,9,1,1,,, +hessot01,1908,1,CLE,AL,0,0,4,0,0,0,0,21,11,4,0,1,2,,5.14,,0,0,0,28,4,6,,, +higgiir01,1908,1,SLN,NL,3,8,19,11,7,1,0,321,113,38,0,33,38,,3.20,,7,3,1,454,7,51,,, +hilleho01,1908,1,PIT,NL,0,0,1,0,0,0,0,3,1,0,0,0,1,,0.00,,0,0,0,3,1,0,,, +hochha01,1908,1,PHI,NL,2,1,3,3,2,0,0,78,20,8,0,13,4,,2.77,,1,2,0,110,0,10,,, +hoggbi01,1908,1,NYA,AL,4,16,24,21,6,0,0,457,155,51,4,63,72,,3.01,,6,4,0,658,3,89,,, +holmeji01,1908,1,BRO,NL,1,3,13,1,1,0,0,120,37,15,0,20,10,,3.38,,3,3,0,160,10,19,,, +howelha01,1908,1,SLA,AL,18,18,41,32,27,2,1,973,279,68,1,70,117,,1.89,,6,17,0,1251,7,103,,, +hugheto01,1908,1,WS1,AL,18,15,43,31,24,3,4,829,224,68,3,77,165,,2.21,,13,6,0,1071,11,91,,, +johnswa01,1908,1,WS1,AL,14,14,36,30,23,6,1,769,194,47,0,53,160,,1.65,,13,11,1,985,6,75,,, +jossad01,1908,1,CLE,AL,24,11,42,35,29,9,2,975,232,42,2,30,130,,1.16,,6,2,0,1209,6,77,,, +kargeed01,1908,1,SLN,NL,4,9,22,15,9,1,0,424,148,48,1,50,34,,3.06,,4,2,0,621,6,77,,, +keelebu01,1908,1,WS1,AL,6,11,28,15,12,1,1,507,173,56,3,48,68,,2.98,,5,4,0,720,11,87,,, +kelloal01,1908,1,PHA,AL,0,2,3,3,2,0,0,51,20,11,1,9,8,,5.82,,4,1,0,78,0,19,,, +killied01,1908,1,DET,AL,12,9,27,23,15,0,1,542,170,60,3,53,47,,2.99,,1,8,0,736,4,78,,, +krausha01,1908,1,PHA,AL,1,1,4,2,2,0,0,63,20,6,0,4,10,,2.57,,2,3,0,88,1,11,,, +krohru01,1908,1,CHN,NL,0,0,2,1,0,0,0,36,9,2,0,4,11,,1.50,,1,0,1,49,1,3,,, +krugeab01,1908,1,BRO,NL,0,1,2,1,0,0,0,19,5,3,0,3,2,,4.26,,1,3,0,27,1,5,,, +lakejo01,1908,1,NYA,AL,9,22,38,27,19,2,0,808,252,95,6,77,118,,3.17,,7,6,0,1126,11,157,,, +lattibi01,1908,1,CLE,AL,1,2,4,4,1,1,0,72,24,12,0,7,5,,4.50,,0,0,0,104,0,16,,, +leevesa01,1908,1,PIT,NL,15,7,38,20,14,4,2,578,179,45,1,41,28,,2.10,,3,6,0,767,14,60,,, +leifile01,1908,1,PIT,NL,15,14,34,26,18,5,2,656,168,51,1,86,87,,2.10,,3,12,0,891,6,69,,, +liebhgl01,1908,1,CLE,AL,15,16,38,26,19,3,0,786,222,64,2,81,146,,2.20,,7,3,0,1030,11,93,,, +lindavi01,1908,1,BSN,NL,12,16,43,30,21,2,1,812,246,71,7,70,68,,2.36,,7,10,1,1067,11,112,,, +lundgca01,1908,1,CHN,NL,6,9,23,15,9,1,0,416,149,65,5,56,38,,4.22,,4,0,0,580,7,72,,, +lushjo01,1908,1,SLN,NL,11,18,38,32,23,3,1,752,221,59,6,57,93,,2.12,,8,11,0,1023,6,102,,, +mackbi01,1908,1,CHN,NL,0,0,2,0,0,0,0,18,5,2,1,1,2,,3.00,,0,1,0,21,2,3,,, +maddoni01,1908,1,PIT,NL,23,8,36,32,22,4,1,782,209,66,5,90,70,,2.28,,4,11,1,1040,4,89,,, +malarbi01,1908,1,NY1,NL,0,2,15,0,0,0,2,105,31,10,1,10,12,,2.57,,0,1,0,139,13,16,,, +mallohe01,1908,1,DET,AL,0,2,3,2,2,0,0,51,20,7,1,4,8,,3.71,,1,2,0,78,1,11,,, +malonch01,1908,1,BSN,NL,0,0,1,0,0,0,0,6,3,1,0,1,0,,4.50,,0,0,0,8,1,1,,, +manniru01,1908,1,NYA,AL,13,16,41,26,19,2,1,735,228,80,4,86,113,,2.94,,3,18,0,993,15,114,,, +manuemo01,1908,1,CHA,AL,3,4,18,6,3,0,1,181,52,22,0,25,25,,3.28,,2,2,0,241,7,25,,, +marquru01,1908,1,NY1,NL,0,1,1,1,0,0,0,15,6,2,0,2,2,,3.60,,1,1,0,22,0,5,,, +martido01,1908,1,PHA,AL,0,1,1,1,0,0,0,6,2,3,0,3,2,,13.50,,0,1,0,11,0,4,,, +mathech01,1908,1,NY1,NL,37,11,56,44,34,11,5,1172,281,62,5,42,259,,1.43,,2,3,0,1469,9,85,,, +matteal01,1908,1,BSN,NL,1,2,5,3,1,1,0,91,30,7,0,6,8,,2.08,,0,0,1,119,1,10,,, +maxwebe01,1908,1,PHA,AL,0,0,4,0,0,0,0,39,23,16,0,9,7,,11.08,,0,2,0,77,2,21,,, +mccarto02,1908,1,CIN,NL,0,1,1,1,0,0,0,11,6,4,0,3,3,,9.82,,0,0,0,23,0,5,,, +mccarto02,1908,2,PIT,NL,0,0,2,1,0,0,0,18,3,0,0,6,1,,0.00,,0,0,0,23,1,1,,, +mccarto02,1908,3,BSN,NL,7,3,14,11,7,2,0,282,77,17,0,28,27,,1.63,,1,1,0,356,2,24,,, +mcginjo01,1908,1,NY1,NL,11,7,37,20,7,5,5,558,192,47,8,37,55,,2.27,,3,7,0,762,14,73,,, +mcglyst01,1908,1,SLN,NL,1,6,16,6,4,0,1,227,76,29,0,17,23,,3.45,,1,2,1,316,9,40,,, +mcintha01,1908,1,BRO,NL,11,20,40,35,26,4,2,864,259,86,5,90,108,,2.69,,0,20,0,1138,5,106,,, +mcmahdo01,1908,1,BOS,AL,1,0,1,1,1,0,0,27,14,3,0,0,3,,3.00,,0,0,0,40,0,3,,, +mcquige01,1908,1,PHI,NL,23,17,48,42,32,7,2,1079,263,61,1,91,114,,1.53,,5,6,0,1367,6,88,,, +mooreea01,1908,1,PHI,NL,2,1,3,3,3,1,0,78,20,0,0,8,16,,0.00,,1,2,0,102,0,4,,, +morenle01,1908,1,PHI,NL,8,9,28,16,9,4,0,462,146,50,1,49,72,,2.92,,5,2,0,616,11,68,,, +morgacy01,1908,1,BOS,AL,14,13,30,26,17,2,1,615,166,56,7,90,99,,2.46,,7,10,0,834,4,78,,, +mullige01,1908,1,DET,AL,17,13,39,30,26,1,0,872,301,100,1,71,121,,3.10,,12,7,0,1187,8,142,,, +nelsoan01,1908,1,CHA,AL,0,0,2,1,0,0,0,27,11,2,0,4,1,,2.00,,0,1,0,44,1,4,,, +newtodo01,1908,1,NYA,AL,4,5,23,13,6,1,1,265,78,29,0,41,49,,2.95,,4,7,0,370,7,52,,, +oconnan01,1908,1,NYA,AL,0,1,1,1,1,0,0,24,15,9,0,7,5,,10.13,,0,3,0,45,0,11,,, +olmstfr01,1908,1,CHA,AL,0,0,1,0,0,0,0,6,6,3,0,1,1,,13.50,,0,0,0,11,1,3,,, +orthal01,1908,1,NYA,AL,2,13,21,17,8,1,0,418,134,53,4,30,22,,3.42,,1,4,0,560,3,62,,, +otoolma01,1908,1,CIN,NL,1,0,3,2,1,0,0,45,15,4,0,7,5,,2.40,,2,0,0,62,1,8,,, +overaor01,1908,1,CHN,NL,15,11,37,27,16,4,4,675,165,48,3,78,167,,1.92,,6,2,0,874,9,74,,, +owenfr01,1908,1,CHA,AL,6,7,25,14,5,1,0,420,142,53,2,37,48,,3.41,,3,3,0,587,10,79,,, +pastoji01,1908,1,BRO,NL,4,20,28,25,16,2,0,641,171,58,5,74,54,,2.44,,6,7,0,874,3,88,,, +patteca01,1908,1,WS1,AL,0,2,4,3,1,0,0,54,25,7,0,6,6,,3.50,,1,0,0,81,1,14,,, +patteca01,1908,2,BOS,AL,0,1,1,1,0,0,0,9,8,5,0,1,0,,15.00,,0,0,0,16,0,5,,, +peltyba01,1908,1,SLA,AL,7,4,20,13,7,1,0,366,104,27,0,32,36,,1.99,,2,10,0,473,5,44,,, +pfeffbi01,1908,1,BSN,NL,0,0,4,0,0,0,0,30,18,14,1,8,3,,12.60,,0,0,0,55,3,16,,, +pfiesja01,1908,1,CHN,NL,12,10,33,29,18,3,0,756,204,56,1,70,117,,2.00,,5,11,0,994,1,82,,, +phillde01,1908,1,PIT,NL,0,0,5,0,0,0,0,36,20,15,0,3,1,,11.25,,2,0,0,59,2,15,,, +planked01,1908,1,PHA,AL,14,16,34,28,21,4,1,734,202,59,1,46,135,,2.17,,7,9,0,956,5,71,,, +powelja01,1908,1,SLA,AL,16,13,33,32,23,5,1,768,208,60,1,47,85,,2.11,,0,6,0,954,1,73,,, +pruiete01,1908,1,BOS,AL,1,7,13,6,1,1,2,176,55,13,1,21,28,,1.99,,2,2,2,223,7,26,,, +raymobu01,1908,1,SLN,NL,15,25,48,37,23,5,2,973,236,73,2,95,145,,2.03,,9,14,0,1247,8,116,,, +reulbed01,1908,1,CHN,NL,24,7,46,35,25,7,1,893,227,67,4,106,133,,2.03,,5,12,1,1181,10,81,,, +rhoadbo01,1908,1,CLE,AL,18,12,37,30,20,1,0,810,229,53,2,73,62,,1.77,,3,7,0,1038,4,82,,, +rhodech01,1908,1,CIN,NL,0,0,1,0,0,0,0,12,1,0,0,2,4,,0.00,,0,1,0,16,1,2,,, +rhodech01,1908,2,SLN,NL,1,2,4,4,3,0,0,99,23,11,2,12,15,,3.00,,0,1,0,128,0,14,,, +richile01,1908,1,PHI,NL,7,10,25,15,13,2,1,473,125,32,1,49,58,,1.83,,3,6,0,592,10,50,,, +rowanja01,1908,1,CIN,NL,3,3,8,7,4,1,0,148,46,10,0,16,24,,1.82,,0,0,1,198,1,17,,, +ruckena01,1908,1,BRO,NL,17,19,42,37,30,6,1,1000,265,77,1,125,199,,2.08,,5,19,0,1292,4,107,,, +ryanja02,1908,1,CLE,AL,1,1,8,1,1,0,1,107,27,9,3,2,7,,2.27,,0,1,0,126,6,12,,, +sallesl01,1908,1,SLN,NL,3,8,25,12,7,1,0,386,144,45,1,36,39,,3.15,,2,3,1,564,7,65,,, +salvegu01,1908,1,PHA,AL,0,1,2,1,1,0,0,46,17,7,1,9,6,,4.11,,1,1,0,74,1,7,,, +savidra01,1908,1,CIN,NL,0,1,4,1,1,0,0,63,18,6,0,8,7,,2.57,,1,0,1,81,3,9,,, +schlibi01,1908,1,PHA,AL,6,8,24,18,11,2,0,393,110,46,1,45,57,,3.16,,4,2,0,518,3,56,,, +sieveed01,1908,1,DET,AL,2,6,11,9,4,1,0,185,74,24,0,13,23,,3.50,,1,0,0,258,2,37,,, +sincobe01,1908,1,CIN,NL,0,0,1,0,0,0,0,14,3,2,0,0,1,,3.86,,0,0,0,17,1,2,,, +smithch02,1908,1,WS1,AL,9,13,26,23,14,1,1,549,166,49,2,60,83,,2.41,,3,3,0,736,3,76,,, +smithfr03,1908,1,CHA,AL,16,17,41,35,24,3,1,893,213,67,2,73,129,,2.03,,7,2,0,1126,5,92,,, +spadebo01,1908,1,CIN,NL,17,12,35,28,22,2,1,748,230,76,2,85,74,,2.74,,1,5,0,1009,7,111,,, +sparktu01,1908,1,PHI,NL,16,15,33,31,24,2,2,790,251,76,3,51,85,,2.60,,0,8,0,1034,1,98,,, +spongca01,1908,1,CHN,NL,0,0,1,0,0,0,0,21,9,7,1,6,4,,9.00,,0,2,0,36,1,7,,, +steelel01,1908,1,BOS,AL,5,7,16,13,9,1,0,354,85,24,1,13,37,,1.83,,0,3,0,423,2,34,,, +suggsge01,1908,1,DET,AL,1,1,6,1,1,0,1,81,32,5,0,2,8,,1.67,,0,0,0,109,3,8,,, +summeed01,1908,1,DET,AL,24,12,40,32,23,5,1,903,271,55,3,55,103,,1.64,,5,20,1,1195,8,112,,, +tanneje01,1908,1,BOS,AL,0,0,1,1,0,0,0,15,4,2,0,3,2,,3.60,,0,0,0,23,0,2,,, +tanneje01,1908,2,WS1,AL,2,4,10,9,5,0,0,215,77,30,0,23,14,,3.77,,2,6,1,306,1,36,,, +taylodu01,1908,1,NY1,NL,8,5,27,15,6,1,2,383,127,33,5,34,50,,2.33,,4,4,0,539,9,56,,, +thielja01,1908,1,CLE,AL,4,3,11,8,5,0,0,185,59,25,2,9,15,,3.65,,0,4,1,240,2,26,,, +thielja01,1908,2,BOS,AL,0,0,1,0,0,0,0,2,3,3,1,0,0,,40.50,,0,0,0,5,1,4,,, +tozerbi01,1908,1,CIN,NL,0,0,4,0,0,0,0,32,11,2,0,4,5,,1.69,,0,1,0,46,3,5,,, +tucketo02,1908,1,BSN,NL,3,3,8,8,3,1,0,216,60,20,2,20,26,,2.50,,1,4,0,250,0,21,,, +vailbo01,1908,1,PIT,NL,1,2,4,1,0,0,0,45,15,10,0,7,9,,6.00,,1,1,0,64,3,10,,, +vaughhi01,1908,1,NYA,AL,0,0,2,0,0,0,0,7,1,1,0,4,2,,3.86,,0,0,0,10,1,1,,, +vickeru01,1908,1,PHA,AL,18,19,53,34,21,6,1,951,264,78,0,71,156,,2.21,,6,11,0,1226,17,114,,, +volzja01,1908,1,CIN,NL,1,2,7,4,1,0,0,68,16,9,1,12,6,,3.57,,0,2,0,96,3,9,,, +wadderu01,1908,1,SLA,AL,19,14,43,36,25,5,3,857,223,60,0,90,232,,1.89,,7,8,0,1143,6,93,,, +walshed01,1908,1,CHA,AL,40,15,66,49,42,11,6,1392,343,73,2,56,269,,1.42,,10,9,2,1755,16,111,,, +warhoja01,1908,1,NYA,AL,1,2,5,4,3,0,0,109,40,18,0,8,11,,4.46,,0,4,0,149,1,19,,, +weimeja01,1908,1,CIN,NL,8,7,15,15,9,2,0,350,110,31,2,50,36,,2.39,,2,6,1,487,0,38,,, +whitedo01,1908,1,CHA,AL,18,13,41,37,24,5,0,888,262,84,3,69,126,,2.55,,6,9,0,1169,2,94,,, +wilheka01,1908,1,BRO,NL,16,22,42,36,33,6,0,996,266,69,3,83,99,,1.87,,5,6,0,1312,3,105,,, +willeed01,1908,1,DET,AL,15,8,30,23,18,2,1,592,186,50,2,60,77,,2.28,,10,14,0,786,7,67,,, +willivi01,1908,1,PIT,NL,23,11,41,38,25,7,0,914,239,70,2,69,97,,2.07,,4,6,0,1197,3,95,,, +wilsope01,1908,1,NYA,AL,3,3,6,6,4,1,0,117,27,15,0,33,28,,3.46,,1,1,0,175,0,16,,, +wiltsho01,1908,1,NY1,NL,23,14,44,38,30,7,2,990,266,82,4,73,118,,2.24,,4,9,0,1269,5,95,,, +wintege01,1908,1,BOS,AL,4,14,22,17,8,0,0,443,150,50,3,34,55,,3.05,,0,4,0,586,3,71,,, +wintege01,1908,2,DET,AL,1,5,7,6,5,0,1,169,49,10,0,7,25,,1.60,,0,3,0,214,1,19,,, +withero01,1908,1,WS1,AL,2,4,6,6,4,0,0,145,51,16,0,8,31,,2.98,,0,1,0,202,0,21,,, +woodjo02,1908,1,BOS,AL,1,1,6,2,1,1,0,68,14,6,0,16,11,,2.38,,0,1,0,104,3,12,,, +youngcy01,1908,1,BOS,AL,21,11,36,33,30,3,2,897,230,42,1,37,150,,1.26,,4,1,0,1116,3,68,,, +youngha01,1908,1,PIT,NL,0,2,8,3,0,0,0,145,40,12,0,10,17,,2.23,,0,5,0,186,3,21,,, +youngha01,1908,2,BSN,NL,0,1,6,2,1,0,0,82,29,10,0,4,12,,3.29,,1,3,0,115,4,19,,, +youngir01,1908,1,BSN,NL,4,9,16,11,7,1,0,255,94,27,2,19,32,,2.86,,0,2,0,346,3,49,,, +youngir01,1908,2,PIT,NL,4,3,16,7,3,1,1,269,73,20,1,21,31,,2.01,,0,5,0,350,6,33,,, +ablesha01,1909,1,CLE,AL,1,1,5,3,3,0,0,89,26,7,1,10,24,,2.12,,2,1,1,126,2,14,,, +adamsba01,1909,1,PIT,NL,12,3,25,12,7,3,2,390,88,16,0,23,65,,1.11,,1,3,0,475,11,25,,, +altroni01,1909,1,CHA,AL,0,1,1,1,1,0,0,27,16,5,0,1,2,,5.00,,0,0,0,34,0,6,,, +altroni01,1909,2,WS1,AL,1,3,9,5,2,0,0,114,55,23,0,5,9,,5.45,,0,1,0,171,4,23,,, +amesre01,1909,1,NY1,NL,15,10,34,27,20,2,1,732,217,73,2,81,156,,2.69,,13,4,0,986,6,109,,, +anderfr01,1909,1,BOS,AL,0,0,1,1,0,0,0,24,3,1,0,1,5,,1.13,,0,0,0,27,0,3,,, +arellfr01,1909,1,BOS,AL,16,12,45,28,17,1,8,692,192,56,3,43,82,,2.18,,2,5,0,888,15,80,,, +atkinto01,1909,1,PHA,AL,0,0,1,1,0,0,0,18,6,3,0,5,4,,4.50,,0,0,0,28,0,4,,, +backmle01,1909,1,SLN,NL,3,11,21,15,8,0,0,385,146,59,1,39,35,,4.14,,4,3,0,526,6,69,,, +bailebi01,1909,1,SLA,AL,9,10,32,20,17,1,0,597,174,54,2,75,114,,2.44,,9,6,0,784,12,71,,, +beebefr01,1909,1,SLN,NL,15,21,44,34,18,1,1,863,256,90,5,104,105,,2.82,,15,7,0,1229,9,142,,, +bellge01,1909,1,BRO,NL,16,15,33,30,29,6,1,768,236,77,5,73,95,,2.71,,3,4,0,1018,3,103,,, +bendech01,1909,1,PHA,AL,18,8,34,29,24,5,1,750,196,46,1,45,161,,1.66,,5,5,1,968,5,68,,, +bergehe01,1909,1,CLE,AL,13,14,34,29,19,4,1,741,221,75,2,58,162,,2.73,,13,12,1,934,3,95,,, +bernajo01,1909,1,SLN,NL,0,0,1,0,0,0,0,3,1,0,0,2,2,,0.00,,1,0,0,6,1,0,,, +boolere01,1909,1,CLE,AL,0,1,4,1,0,0,0,68,20,5,0,8,6,,1.99,,0,1,0,94,3,12,,, +boultja01,1909,1,BSN,NL,0,0,1,0,0,0,0,24,9,6,2,0,1,,6.75,,0,1,0,32,1,7,,, +brandch01,1909,1,PIT,NL,1,0,13,2,0,0,2,122,33,5,0,10,21,,1.11,,0,1,0,149,7,12,,, +brockle01,1909,1,NYA,AL,10,8,26,18,10,3,1,510,148,40,3,59,70,,2.12,,9,6,0,669,6,68,,, +brownbu01,1909,1,PHI,NL,0,0,7,1,0,0,0,75,22,9,1,16,10,,3.24,,2,1,0,102,6,10,,, +brownbu01,1909,2,BSN,NL,4,8,18,17,8,2,0,370,108,43,1,56,32,,3.14,,8,7,0,505,1,45,,, +brownmo01,1909,1,CHN,NL,27,9,50,34,32,8,7,1028,246,50,1,53,172,,1.31,,9,7,0,1280,15,78,,, +brownra01,1909,1,CHN,NL,1,0,1,1,1,0,0,27,5,2,0,4,2,,2.00,,1,0,0,33,0,3,,, +burchfr01,1909,1,BOS,AL,3,3,10,5,1,0,0,156,51,17,1,11,12,,2.94,,0,2,0,201,4,22,,, +burnsbi01,1909,1,WS1,AL,1,1,6,4,1,0,0,88,25,4,0,7,13,,1.23,,0,3,0,119,2,7,,, +burnsbi01,1909,2,CHA,AL,7,13,23,19,10,3,0,504,161,38,2,34,50,,2.04,,5,8,4,651,1,64,,, +busheja01,1909,1,CIN,NL,0,1,1,1,1,0,0,21,7,2,1,4,3,,2.57,,0,0,0,33,0,7,,, +camniha01,1909,1,PIT,NL,0,0,1,0,0,0,0,12,6,2,0,1,1,,4.50,,0,0,0,18,1,2,,, +camniho01,1909,1,PIT,NL,25,6,41,30,20,6,3,849,207,51,1,68,133,,1.62,,2,7,0,1057,11,75,,, +campbbi01,1909,1,CIN,NL,7,11,30,15,7,0,2,445,162,44,0,39,37,,2.67,,2,9,0,611,14,65,,, +cantwto01,1909,1,CIN,NL,1,0,6,1,1,0,0,65,16,4,0,7,7,,1.66,,4,1,0,86,4,10,,, +carmich01,1909,1,CIN,NL,0,0,2,0,0,0,0,21,9,0,0,3,2,,0.00,,2,2,0,33,2,6,,, +carrodi01,1909,1,NYA,AL,0,0,2,1,0,0,0,15,7,2,1,1,1,,3.60,,0,0,0,25,1,6,,, +castlro01,1909,1,CIN,NL,1,1,4,1,1,0,0,42,14,3,0,6,5,,1.93,,0,2,0,59,3,6,,, +chappbi01,1909,1,BSN,NL,1,1,5,3,2,0,0,87,31,6,0,11,8,,1.86,,0,1,0,123,1,13,,, +chappbi01,1909,2,CIN,NL,0,0,1,0,0,0,1,12,5,1,0,2,0,,2.25,,0,1,0,21,1,2,,, +chechch01,1909,1,BOS,AL,7,5,17,13,6,1,0,320,107,35,3,27,40,,2.95,,1,5,0,443,3,51,,, +chesbja01,1909,1,NYA,AL,0,4,9,4,2,0,0,149,70,35,2,13,17,,6.34,,0,3,0,218,4,47,,, +chesbja01,1909,2,BOS,AL,0,1,1,1,0,0,0,18,7,3,1,4,3,,4.50,,0,0,0,26,0,4,,, +cicoted01,1909,1,BOS,AL,14,5,27,17,10,1,1,487,117,35,3,56,82,,1.94,,3,1,0,622,9,63,,, +coaklan01,1909,1,CHN,NL,0,1,1,1,0,0,0,6,7,4,0,3,1,,18.00,,0,0,0,15,0,7,,, +coleki01,1909,1,CHN,NL,1,0,1,1,1,1,0,27,6,0,0,3,1,,0.00,,0,0,0,34,0,0,,, +collior01,1909,1,WS1,AL,0,0,1,0,0,0,0,3,0,0,0,0,1,,0.00,,0,0,0,3,1,0,,, +collira01,1909,1,BOS,AL,4,3,12,8,4,2,0,221,70,23,2,18,31,,2.81,,4,0,0,278,3,29,,, +coombja01,1909,1,PHA,AL,12,11,30,24,18,6,1,617,156,53,1,73,97,,2.32,,5,6,0,812,5,63,,, +coonebi01,1909,1,BSN,NL,0,0,3,0,0,0,0,19,4,1,0,2,3,,1.42,,1,0,0,24,3,2,,, +corrifr01,1909,1,PHI,NL,11,7,27,19,11,3,0,513,147,40,0,61,69,,2.11,,4,6,0,674,6,61,,, +covelha01,1909,1,PHI,NL,6,10,24,17,8,2,1,365,109,37,0,49,56,,2.74,,1,5,0,496,3,51,,, +cranddo01,1909,1,NY1,NL,6,4,30,8,4,0,6,366,117,39,5,33,55,,2.88,,1,3,0,501,21,58,,, +crissdo01,1909,1,SLA,AL,1,5,11,6,3,0,0,166,53,21,0,32,43,,3.42,,4,2,0,236,5,33,,, +curticl01,1909,1,BSN,NL,4,5,10,9,8,2,0,249,53,13,1,30,22,,1.41,,3,2,0,309,1,17,,, +dalyge01,1909,1,NY1,NL,0,3,3,3,3,0,0,63,31,14,0,8,8,,6.00,,2,1,0,100,0,19,,, +dented01,1909,1,BRO,NL,2,4,6,5,4,0,0,126,47,20,2,15,17,,4.29,,1,0,0,168,1,23,,, +dinnebi01,1909,1,SLA,AL,6,7,17,13,8,3,0,336,112,43,3,29,26,,3.46,,2,1,1,449,3,53,,, +doanewa01,1909,1,CLE,AL,0,1,1,1,0,0,0,15,10,3,0,1,2,,5.40,,0,0,0,26,0,7,,, +donovbi01,1909,1,DET,AL,8,7,21,17,13,4,2,421,121,36,0,60,76,,2.31,,4,6,0,580,4,50,,, +dornegu01,1909,1,BSN,NL,1,2,5,2,0,0,1,74,17,7,1,17,7,,2.55,,0,2,0,105,1,11,,, +doylesl01,1909,1,NYA,AL,8,6,17,15,8,3,0,377,103,36,3,37,57,,2.58,,4,2,0,483,2,49,,, +drucklo01,1909,1,NY1,NL,2,1,3,3,2,0,0,72,20,6,0,13,8,,2.25,,1,0,0,101,0,9,,, +dubucje01,1909,1,CIN,NL,2,5,19,5,2,0,1,214,72,29,0,46,19,,3.66,,6,4,1,318,11,58,,, +durhabu01,1909,1,NY1,NL,0,0,4,0,0,0,1,33,15,4,0,2,2,,3.27,,0,0,0,48,2,8,,, +dygerji01,1909,1,PHA,AL,9,5,32,13,6,1,0,412,117,37,1,50,79,,2.42,,5,11,1,545,13,60,,, +evansch01,1909,1,BSN,NL,0,3,4,3,1,0,0,65,25,11,0,14,11,,4.57,,3,0,0,96,1,16,,, +ewingbo01,1909,1,CIN,NL,11,12,31,29,14,2,0,655,195,59,1,63,86,,2.43,,3,6,0,887,2,94,,, +falkecy01,1909,1,CLE,AL,10,9,24,18,13,2,0,495,135,44,0,50,82,,2.40,,6,5,0,640,6,56,,, +ferguge01,1909,1,BSN,NL,5,23,36,30,19,3,0,680,235,94,2,83,87,,3.73,,3,12,0,929,6,121,,, +fienelo01,1909,1,CHA,AL,2,5,13,6,4,0,0,216,75,33,1,18,24,,4.13,,0,5,0,287,7,37,,, +finlape01,1909,1,BRO,NL,0,0,1,0,0,0,0,21,7,4,0,4,2,,5.14,,0,0,0,37,1,4,,, +fletcsa01,1909,1,BRO,NL,0,1,1,1,1,0,0,27,13,8,0,2,5,,8.00,,1,0,0,39,0,8,,, +fordru01,1909,1,NYA,AL,0,0,1,0,0,0,0,9,4,3,0,4,2,,9.00,,0,3,0,19,1,4,,, +formabi01,1909,1,WS1,AL,0,2,2,2,1,0,0,33,8,6,0,7,2,,4.91,,1,2,0,47,0,8,,, +foxenbi01,1909,1,PHI,NL,3,7,18,7,5,1,0,250,65,31,0,32,37,,3.35,,7,4,0,333,9,40,,, +frasech01,1909,1,CHN,NL,0,0,1,0,0,0,0,9,2,0,0,4,1,,0.00,,0,0,0,13,0,1,,, +frocksa01,1909,1,PIT,NL,2,1,8,4,3,0,1,109,44,10,0,4,11,,2.48,,0,3,0,154,2,19,,, +frommar01,1909,1,CIN,NL,19,13,37,34,22,4,2,838,195,59,2,101,126,,1.90,,5,3,0,1076,3,84,,, +gaspaha01,1909,1,CIN,NL,19,11,44,29,19,4,2,780,228,58,0,57,65,,2.01,,3,9,0,1010,11,97,,, +gillija01,1909,1,SLA,AL,1,2,3,3,3,0,0,69,28,14,1,9,4,,5.48,,1,2,0,100,0,19,,, +grahabi01,1909,1,SLA,AL,8,14,34,21,13,3,1,562,171,65,3,60,82,,3.12,,7,5,0,733,11,78,,, +graydo01,1909,1,WS1,AL,5,19,36,26,19,0,0,654,210,87,1,77,87,,3.59,,5,9,0,899,7,123,,, +griffcl01,1909,1,CIN,NL,0,1,1,1,1,0,0,18,11,4,0,2,3,,6.00,,0,0,0,31,0,8,,, +groombo01,1909,1,WS1,AL,7,26,44,31,17,1,0,782,218,83,2,105,131,,2.87,,10,13,0,1070,9,114,,, +hagerri01,1909,1,CHN,NL,4,4,13,7,4,1,0,237,64,16,0,28,32,,1.82,,2,2,0,315,3,29,,, +hallch02,1909,1,BOS,AL,6,4,11,7,3,0,0,179,59,17,0,17,27,,2.56,,0,3,0,238,4,24,,, +harmobo01,1909,1,SLN,NL,6,11,21,17,10,0,0,477,155,65,6,65,48,,3.68,,7,4,1,655,3,85,,, +higgied01,1909,1,SLN,NL,3,3,16,5,5,0,0,198,68,33,4,17,15,,4.50,,3,1,0,267,7,36,,, +higgiir01,1909,1,SLN,NL,1,0,3,1,1,0,0,34,5,2,0,2,2,,1.59,,0,0,0,37,1,3,,, +higgiir01,1909,2,CHN,NL,5,2,19,6,4,0,1,234,64,19,0,20,32,,2.19,,0,3,0,324,7,32,,, +hovlijo01,1909,1,WS1,AL,0,0,3,0,0,0,0,18,13,3,0,3,1,,4.50,,0,1,0,35,2,10,,, +howelha01,1909,1,SLA,AL,1,1,10,3,0,0,0,112,42,13,0,8,16,,3.13,,3,3,0,154,6,21,,, +hugheto01,1909,1,WS1,AL,4,7,22,13,7,2,1,361,113,36,1,33,77,,2.69,,4,5,0,498,6,56,,, +hugheto02,1909,1,NYA,AL,7,8,24,15,9,2,2,356,109,35,3,37,69,,2.65,,0,4,0,479,8,42,,, +huntege01,1909,1,BRO,NL,4,10,16,13,10,0,0,340,104,31,2,38,43,,2.46,,1,3,1,451,3,48,,, +johnswa01,1909,1,WS1,AL,13,25,40,36,27,4,1,889,247,73,1,84,164,,2.22,,12,15,0,1219,3,112,,, +jonesel01,1909,1,DET,AL,1,1,2,2,0,0,0,30,10,3,0,0,2,,2.70,,0,0,0,36,0,3,,, +jossad01,1909,1,CLE,AL,14,13,33,28,24,4,0,728,198,46,0,31,67,,1.71,,3,4,0,912,5,71,,, +kargeed01,1909,1,CIN,NL,1,3,9,5,1,0,0,103,26,17,0,30,8,,4.46,,2,2,0,152,3,22,,, +kargeed01,1909,2,BOS,AL,5,2,12,6,3,0,0,204,71,24,0,22,17,,3.18,,2,3,0,285,5,29,,, +keelebu01,1909,1,WS1,AL,0,0,2,0,0,0,0,21,12,9,0,1,0,,11.57,,1,1,0,35,2,13,,, +killied01,1909,1,DET,AL,11,9,25,19,14,3,1,520,150,33,1,49,54,,1.71,,4,6,0,691,4,45,,, +klawial01,1909,1,NY1,NL,1,1,6,3,2,0,1,81,24,6,1,13,6,,2.00,,0,0,0,110,3,11,,, +knetzel01,1909,1,BRO,NL,1,3,5,4,3,0,0,107,33,12,2,22,7,,3.03,,1,0,0,153,0,22,,, +krausha01,1909,1,PHA,AL,18,8,32,21,16,7,0,639,151,33,2,49,139,,1.39,,2,13,1,801,8,49,,, +krohru01,1909,1,CHN,NL,9,4,17,13,10,2,0,361,97,22,2,30,51,,1.65,,0,1,1,464,4,26,,, +kulljo01,1909,1,PHA,AL,1,0,1,0,0,0,0,9,3,1,0,5,4,,3.00,,0,1,0,18,1,1,,, +kuseled01,1909,1,SLA,AL,0,3,3,3,3,0,0,72,43,19,1,1,2,,7.13,,0,0,0,113,0,28,,, +lafited01,1909,1,DET,AL,0,1,3,1,1,0,1,42,22,6,2,2,11,,3.86,,1,1,0,67,2,14,,, +lakejo01,1909,1,NYA,AL,14,11,31,26,17,3,1,646,180,45,2,59,117,,1.88,,11,5,0,863,5,81,,, +leevesa01,1909,1,PIT,NL,8,1,19,4,2,0,2,210,74,22,0,14,23,,2.83,,0,4,0,286,12,30,,, +leifile01,1909,1,PIT,NL,19,8,32,26,13,3,0,605,172,53,4,54,43,,2.37,,1,6,0,810,4,76,,, +lelivbi01,1909,1,DET,AL,0,1,4,2,1,0,1,60,27,10,0,2,4,,4.50,,0,0,0,85,2,12,,, +liebhgl01,1909,1,CLE,AL,1,5,12,4,1,0,1,157,54,17,0,16,15,,2.92,,4,1,0,189,8,28,,, +lindavi01,1909,1,BSN,NL,1,6,15,6,6,1,0,198,75,34,1,28,13,,4.64,,1,1,0,280,8,44,,, +lowdegr01,1909,1,SLN,NL,0,2,7,3,1,0,0,87,28,20,0,30,14,,6.21,,1,3,0,129,2,24,,, +lundgca01,1909,1,CHN,NL,0,1,2,1,0,0,0,13,6,2,0,4,0,,4.15,,0,0,0,21,1,2,,, +lushjo01,1909,1,SLN,NL,11,18,34,28,21,2,0,664,215,77,1,69,66,,3.13,,6,10,0,907,5,96,,, +maddoni01,1909,1,PIT,NL,13,8,31,27,17,4,0,610,173,50,2,39,56,,2.21,,2,15,0,801,1,72,,, +manniru01,1909,1,NYA,AL,7,11,26,21,11,2,1,519,167,61,2,48,71,,3.17,,3,9,0,688,5,76,,, +marquru01,1909,1,NY1,NL,5,13,29,22,8,0,1,519,155,50,2,73,109,,2.60,,8,9,0,707,4,81,,, +mathech01,1909,1,NY1,NL,25,6,37,33,26,8,2,826,192,35,2,36,149,,1.14,,4,0,0,998,4,57,,, +matteal01,1909,1,BSN,NL,15,21,47,32,24,2,3,949,322,100,4,108,98,,2.85,,13,3,4,1314,14,142,,, +matthwi01,1909,1,BOS,AL,0,0,5,1,0,0,0,50,16,6,1,10,6,,3.24,,0,0,0,69,2,8,,, +mccarto02,1909,1,BSN,NL,0,5,8,7,3,0,0,139,47,18,3,28,11,,3.50,,3,2,2,203,1,28,,, +mcconge01,1909,1,NYA,AL,0,1,2,1,0,0,0,12,3,1,0,3,4,,2.25,,1,0,1,16,1,2,,, +mccorbi01,1909,1,SLA,AL,0,2,2,2,2,0,0,45,29,15,1,6,10,,9.00,,1,0,0,79,0,21,,, +mcintha01,1909,1,BRO,NL,7,17,32,26,20,2,1,684,200,92,5,91,84,,3.63,,4,21,0,925,6,114,,, +mcquige01,1909,1,PHI,NL,13,16,41,28,16,4,2,743,202,59,5,54,96,,2.14,,3,1,0,948,11,87,,, +meltest01,1909,1,SLN,NL,0,1,23,1,0,0,3,193,79,25,1,20,24,,3.50,,7,2,0,267,18,49,,, +mitchwi01,1909,1,CLE,AL,1,2,3,3,3,0,0,69,18,4,0,10,8,,1.57,,0,4,1,94,0,6,,, +mooreea01,1909,1,PHI,NL,18,12,38,34,24,4,0,899,238,70,7,108,173,,2.10,,4,9,0,1253,2,93,,, +moorege02,1909,1,PIT,NL,0,0,1,0,0,0,0,6,4,4,0,3,2,,18.00,,1,0,0,14,1,4,,, +morefo01,1909,1,SLN,NL,1,5,15,2,1,0,0,150,48,28,0,20,17,,5.04,,2,3,0,209,10,33,,, +morefo01,1909,2,BSN,NL,1,5,10,4,3,0,0,146,47,24,0,20,10,,4.44,,3,4,0,198,4,47,,, +morenle01,1909,1,PHI,NL,16,15,40,31,19,2,1,773,226,76,6,93,110,,2.65,,5,4,0,1044,9,103,,, +morgacy01,1909,1,BOS,AL,2,6,12,10,5,0,1,194,52,17,0,31,30,,2.37,,5,6,0,254,2,19,,, +morgacy01,1909,2,PHA,AL,16,11,28,26,21,5,0,686,152,42,3,71,81,,1.65,,6,16,1,882,1,56,,, +mullige01,1909,1,DET,AL,29,8,40,35,29,3,1,911,258,75,1,78,124,,2.22,,5,8,0,1189,5,96,,, +newtodo01,1909,1,NYA,AL,0,3,4,4,1,0,0,67,27,7,0,11,11,,2.82,,2,3,0,104,0,17,,, +noursch01,1909,1,BOS,AL,0,0,3,0,0,0,0,15,5,4,0,5,3,,7.20,,0,0,0,24,2,5,,, +oberlfr01,1909,1,WS1,AL,1,4,9,4,1,0,0,123,41,17,1,16,13,,3.73,,1,6,0,176,4,22,,, +ohljo01,1909,1,WS1,AL,0,0,4,0,0,0,0,26,7,2,0,1,2,,2.08,,0,1,0,38,4,4,,, +olmstfr01,1909,1,CHA,AL,3,2,8,6,5,0,0,164,52,11,1,12,21,,1.81,,1,1,0,201,2,17,,, +orthal01,1909,1,NYA,AL,0,0,1,1,0,0,0,9,6,4,0,1,1,,12.00,,0,0,0,15,0,4,,, +otisha01,1909,1,CLE,AL,2,2,5,3,0,0,0,79,26,4,0,18,6,,1.37,,0,3,0,113,0,11,,, +overaor01,1909,1,CHN,NL,20,11,38,32,23,9,3,855,204,45,1,80,205,,1.42,,11,8,0,1116,6,66,,, +owenfr01,1909,1,CHA,AL,1,1,3,2,1,0,0,48,19,8,0,3,3,,4.50,,0,1,0,72,1,8,,, +papela01,1909,1,BOS,AL,2,0,11,3,2,1,2,172,46,13,0,12,18,,2.04,,2,5,0,225,6,17,,, +pastoji01,1909,1,BRO,NL,1,9,12,9,5,1,0,239,91,51,4,58,23,,5.76,,3,1,0,350,3,65,,, +peltyba01,1909,1,SLA,AL,11,11,27,23,17,5,0,598,158,51,2,53,88,,2.30,,2,5,1,770,3,63,,, +pfiesja01,1909,1,CHN,NL,17,6,29,25,13,5,0,590,179,53,1,49,73,,2.43,,3,5,1,800,4,67,,, +phillde01,1909,1,PIT,NL,8,3,22,13,7,1,0,395,121,34,2,14,38,,2.32,,2,4,0,496,7,41,,, +planked01,1909,1,PHA,AL,19,10,34,33,24,3,0,796,215,52,1,62,132,,1.76,,4,8,1,1028,0,74,,, +powelbi01,1909,1,PIT,NL,0,1,3,1,0,0,0,22,7,3,0,6,2,,3.68,,1,1,0,31,1,6,,, +powelja01,1909,1,SLA,AL,12,16,34,27,18,4,3,717,221,56,1,42,82,,2.11,,2,4,0,930,6,83,,, +quinnja01,1909,1,NYA,AL,9,5,23,11,8,0,1,356,110,26,1,24,36,,1.97,,2,4,0,464,12,45,,, +raganpa01,1909,1,CIN,NL,0,1,2,0,0,0,0,24,7,3,0,4,2,,3.38,,0,0,0,31,0,4,,, +raganpa01,1909,2,CHN,NL,0,0,2,0,0,0,0,11,4,1,0,1,2,,2.45,,0,0,0,15,1,2,,, +raleijo01,1909,1,SLN,NL,1,10,15,10,3,0,0,242,85,34,0,21,26,,3.79,,2,3,0,322,3,42,,, +raymobu01,1909,1,NY1,NL,18,12,39,30,17,2,0,810,239,74,7,87,121,,2.47,,9,6,0,1068,8,98,,, +reisldo01,1909,1,WS1,AL,2,4,10,6,6,1,0,200,70,18,0,17,22,,2.43,,1,0,0,276,4,29,,, +reulbed01,1909,1,CHN,NL,19,10,35,32,23,6,0,788,194,52,1,82,105,,1.78,,4,11,0,1008,3,69,,, +rhoadbo01,1909,1,CLE,AL,5,9,20,15,9,2,0,400,124,43,1,50,46,,2.90,,4,6,1,498,5,63,,, +rhodech01,1909,1,SLN,NL,3,5,12,10,4,0,0,183,55,27,0,33,25,,3.98,,3,2,0,250,1,36,,, +richile01,1909,1,PHI,NL,1,1,11,1,0,0,1,135,40,10,0,18,11,,2.00,,1,2,0,172,9,14,,, +richile01,1909,2,BSN,NL,7,7,22,13,9,2,2,395,118,34,2,44,42,,2.32,,2,1,0,523,8,58,,, +rosech01,1909,1,SLA,AL,1,2,3,3,3,0,0,75,32,15,1,7,6,,5.40,,0,3,0,107,0,17,,, +rowanja01,1909,1,CIN,NL,11,12,38,23,14,0,0,677,185,70,0,104,81,,2.79,,5,3,0,900,13,86,,, +ruckena01,1909,1,BRO,NL,13,19,38,33,28,6,1,928,245,77,6,101,201,,2.24,,5,14,0,1188,5,95,,, +ryanja02,1909,1,BOS,AL,3,3,13,8,2,0,0,178,64,22,0,20,24,,3.34,,1,4,0,246,4,34,,, +sallesl01,1909,1,SLN,NL,10,11,32,27,12,1,0,657,223,59,3,59,55,,2.42,,1,5,0,910,5,107,,, +savidra01,1909,1,CIN,NL,0,0,1,0,0,0,0,12,10,10,1,3,2,,22.50,,1,1,0,21,0,12,,, +scanldo01,1909,1,BRO,NL,8,7,19,17,12,2,0,424,125,46,2,65,72,,2.93,,4,4,0,565,2,53,,, +scanlfr01,1909,1,PHI,NL,0,0,6,0,0,0,1,33,8,2,0,5,5,,1.64,,0,0,0,43,3,3,,, +schlibi01,1909,1,PHA,AL,0,3,4,3,0,0,0,40,13,8,0,7,6,,5.40,,1,3,0,63,1,9,,, +schlibi01,1909,2,BOS,AL,4,4,13,8,5,0,1,209,68,27,0,17,23,,3.49,,3,1,1,308,5,34,,, +schmibu01,1909,1,NYA,AL,0,0,1,0,0,0,0,15,10,4,0,1,2,,7.20,,0,0,1,24,1,8,,, +schweru01,1909,1,CHN,NL,1,1,3,2,0,0,0,42,16,6,0,3,3,,3.86,,0,1,0,56,1,7,,, +scottji01,1909,1,CHA,AL,12,12,36,29,20,4,0,751,194,64,0,93,135,,2.30,,6,16,0,978,6,86,,, +sittoca01,1909,1,CLE,AL,3,2,14,5,3,0,0,150,50,16,1,16,16,,2.88,,1,2,0,208,7,22,,, +smithch02,1909,1,WS1,AL,3,12,23,15,7,1,0,437,140,53,4,37,72,,3.27,,11,5,0,601,7,73,,, +smithch02,1909,2,BOS,AL,3,0,3,3,2,0,0,75,23,6,2,2,11,,2.16,,0,1,1,100,0,6,,, +smithfr03,1909,1,CHA,AL,25,17,51,40,37,7,1,1095,278,73,1,70,177,,1.80,,6,6,0,1376,10,104,,, +spadebo01,1909,1,CIN,NL,5,5,14,13,8,0,0,294,91,31,0,39,31,,2.85,,2,4,0,428,0,38,,, +sparktu01,1909,1,PHI,NL,6,11,24,16,6,1,0,365,126,40,4,32,40,,2.96,,2,3,0,485,6,54,,, +speerki01,1909,1,DET,AL,4,4,12,8,4,0,1,229,88,24,2,13,12,,2.83,,4,4,0,317,3,39,,, +steelel01,1909,1,BOS,AL,4,4,16,8,2,0,1,227,75,24,1,15,32,,2.85,,0,1,2,310,6,37,,, +stremph01,1909,1,SLA,AL,0,2,2,2,2,0,0,54,20,9,0,4,6,,4.50,,0,1,0,70,0,9,,, +suggsge01,1909,1,DET,AL,1,3,9,4,2,0,1,133,34,10,1,10,18,,2.03,,1,3,0,162,5,12,,, +sulliha01,1909,1,SLN,NL,0,0,2,1,0,0,0,3,4,4,1,2,1,,36.00,,0,0,0,10,0,6,,, +summeed01,1909,1,DET,AL,19,9,35,32,24,3,1,845,243,70,4,52,107,,2.24,,5,10,1,1132,3,91,,, +suterha01,1909,1,CHA,AL,2,3,18,7,3,1,1,262,72,24,2,28,53,,2.47,,1,4,0,394,11,34,,, +tanneje01,1909,1,WS1,AL,1,1,3,2,2,1,0,63,19,8,1,5,8,,3.43,,2,1,0,77,1,8,,, +tucketo02,1909,1,BSN,NL,0,9,17,10,4,0,0,272,104,43,1,22,16,,4.27,,1,3,0,377,5,59,,, +uppje01,1909,1,CLE,AL,2,1,7,4,2,0,0,80,26,5,0,12,13,,1.69,,0,0,0,112,3,10,,, +vandybe01,1909,1,PHI,NL,0,0,2,0,0,0,0,22,7,3,0,4,5,,3.68,,0,0,0,30,1,3,,, +vickeru01,1909,1,PHA,AL,2,2,18,3,1,0,1,167,60,21,0,19,25,,3.40,,3,2,0,240,9,32,,, +wackech01,1909,1,PIT,NL,0,0,1,0,0,0,0,6,2,0,0,1,0,,0.00,,0,0,0,6,1,2,,, +wadderu01,1909,1,SLA,AL,11,14,31,28,16,5,0,661,204,58,1,57,141,,2.37,,3,7,0,829,3,78,,, +walkedi01,1909,1,WS1,AL,3,1,4,4,4,0,0,108,31,10,0,6,25,,2.50,,0,0,0,149,0,12,,, +wallere01,1909,1,NY1,NL,0,0,1,0,0,0,0,3,3,0,0,0,1,,0.00,,0,1,0,8,1,2,,, +walshed01,1909,1,CHA,AL,15,11,31,28,20,8,2,691,166,36,0,50,127,,1.41,,4,4,3,871,3,52,,, +warhoja01,1909,1,NYA,AL,13,15,36,23,21,3,2,730,197,65,2,81,95,,2.40,,3,26,0,954,12,84,,, +weimeja01,1909,1,NY1,NL,0,0,1,0,0,0,0,9,7,3,0,0,1,,9.00,,0,1,0,16,0,4,,, +whitedo01,1909,1,CHA,AL,11,9,24,21,14,3,0,533,149,34,1,31,77,,1.72,,6,7,0,696,3,56,,, +whiteki01,1909,1,BSN,NL,6,13,23,19,11,1,0,445,134,53,5,80,53,,3.22,,6,1,1,627,2,73,,, +wilheka01,1909,1,BRO,NL,3,13,22,17,14,1,0,489,176,59,3,59,45,,3.26,,3,2,1,671,5,92,,, +willeed01,1909,1,DET,AL,21,10,41,34,25,3,1,878,239,76,5,76,89,,2.34,,11,15,0,1173,3,112,,, +willivi01,1909,1,PIT,NL,22,11,39,35,24,4,1,869,243,72,3,83,95,,2.24,,4,4,0,1141,4,84,,, +wilsope01,1909,1,NYA,AL,6,5,14,13,7,1,0,281,82,33,2,43,44,,3.17,,2,4,0,403,1,55,,, +wiltsho01,1909,1,NY1,NL,20,11,37,29,20,4,3,808,228,60,9,51,119,,2.00,,4,6,0,1037,7,91,,, +winchfr01,1909,1,CLE,AL,0,3,4,3,0,0,1,43,16,10,0,2,7,,6.28,,0,0,0,56,1,11,,, +withero01,1909,1,WS1,AL,1,5,12,8,5,0,0,204,79,32,1,20,26,,4.24,,3,0,0,278,1,41,,, +wolteha01,1909,1,BOS,AL,4,4,11,6,0,0,0,177,66,23,0,30,21,,3.51,,3,4,0,252,4,33,,, +woodjo02,1909,1,BOS,AL,11,7,24,19,13,4,0,482,121,39,1,43,88,,2.18,,5,6,0,629,3,51,,, +worksra01,1909,1,DET,AL,4,1,16,4,4,0,2,192,62,14,0,17,31,,1.97,,2,1,0,256,10,19,,, +wrighlu01,1909,1,CLE,AL,0,4,5,4,3,0,0,84,21,10,0,7,5,,3.21,,1,0,0,101,1,16,,, +youngcy01,1909,1,CLE,AL,19,15,35,34,30,3,0,883,267,74,4,59,109,,2.26,,6,8,0,1137,1,110,,, +adamsba01,1910,1,PIT,NL,18,9,34,30,16,3,0,735,217,61,4,60,101,,2.24,,1,6,0,971,3,95,,, +albercy01,1910,1,SLN,NL,1,2,4,3,2,0,0,83,35,19,1,20,10,,6.18,,1,0,0,126,1,22,,, +amesre01,1910,1,NY1,NL,12,11,33,23,13,3,0,571,161,47,3,63,94,,2.22,,9,6,0,747,5,78,,, +anderwi01,1910,1,CIN,NL,0,0,7,2,0,0,0,52,16,9,0,17,11,,4.67,,1,1,0,80,5,15,,, +arellfr01,1910,1,BOS,AL,4,7,18,13,2,0,0,300,106,32,1,24,33,,2.88,,3,3,0,401,5,41,,, +atkinto01,1910,1,PHA,AL,3,2,15,3,2,0,2,171,53,17,0,23,29,,2.68,,0,1,0,233,9,33,,, +backmle01,1910,1,SLN,NL,6,7,26,11,5,0,2,348,117,39,4,53,41,,3.03,,3,2,0,497,11,55,,, +bailebi01,1910,1,SLA,AL,3,18,34,20,13,0,0,577,186,71,2,97,90,,3.32,,8,10,0,816,9,133,,, +barbefr01,1910,1,BOS,AL,0,0,2,0,0,0,0,15,7,4,0,2,0,,7.20,,0,0,0,22,2,6,,, +bargecy01,1910,1,BRO,NL,15,15,35,30,25,2,1,815,267,87,2,107,87,,2.88,,3,6,0,1083,4,105,,, +beebefr01,1910,1,CIN,NL,12,14,35,26,11,2,0,643,193,73,3,94,93,,3.07,,7,7,0,884,6,101,,, +bellge01,1910,1,BRO,NL,10,27,44,36,25,4,1,930,267,91,4,82,102,,2.64,,1,4,0,1194,7,127,,, +bendech01,1910,1,PHA,AL,23,5,30,28,25,3,0,750,182,44,1,47,155,,1.58,,7,10,0,936,2,63,,, +bentoru01,1910,1,CIN,NL,0,1,12,2,0,0,0,114,44,20,1,23,15,,4.74,,1,1,1,180,10,34,,, +bergehe01,1910,1,CLE,AL,3,4,13,8,2,0,0,196,57,22,0,32,24,,3.03,,1,3,0,270,4,25,,, +blandfr01,1910,1,CLE,AL,2,2,6,5,4,1,0,136,43,14,0,12,25,,2.78,,1,4,0,185,1,19,,, +boydra01,1910,1,SLA,AL,0,2,3,2,1,0,0,43,16,7,0,5,6,,4.40,,0,1,0,62,1,10,,, +brennad01,1910,1,PHI,NL,2,0,19,5,2,0,0,220,72,19,2,28,28,,2.33,,0,3,0,304,13,36,,, +bresnro01,1910,1,SLN,NL,0,0,1,0,0,0,0,10,6,0,0,1,0,,0.00,,0,0,0,16,1,1,,, +brownbu01,1910,1,BSN,NL,9,23,46,29,16,1,2,789,251,78,4,94,88,,2.67,,9,4,0,1036,11,113,,, +brownfr02,1910,1,DET,AL,2,2,11,6,2,0,3,147,51,14,0,10,16,,2.57,,1,0,0,205,5,22,,, +brownmo01,1910,1,CHN,NL,25,14,46,31,27,6,7,886,256,61,3,64,143,,1.86,,6,4,0,1170,14,95,,, +burkebi02,1910,1,BSN,NL,1,0,19,1,1,0,0,192,68,29,1,29,22,,4.08,,4,2,0,256,16,32,,, +burksa01,1910,1,BRO,NL,0,3,4,3,1,0,0,58,17,13,0,27,14,,6.05,,3,2,0,95,1,16,,, +burnsbi01,1910,1,CHA,AL,0,0,1,0,0,0,0,1,0,0,0,1,0,,0.00,,0,0,0,2,0,0,,, +burnsbi01,1910,2,CIN,NL,8,13,31,21,13,2,0,536,183,69,3,49,57,,3.48,,3,12,1,732,8,103,,, +caldwra02,1910,1,NYA,AL,1,0,6,2,1,0,1,58,19,8,1,9,17,,3.72,,0,0,0,82,2,8,,, +camniho01,1910,1,PIT,NL,12,13,38,31,16,1,2,780,246,93,1,61,120,,3.22,,5,12,1,1035,5,110,,, +cantwto01,1910,1,CIN,NL,0,0,2,0,0,0,0,4,2,2,0,3,0,,13.50,,0,0,0,8,1,2,,, +carsoal01,1910,1,CHN,NL,0,0,2,0,0,0,0,20,6,3,0,1,2,,4.05,,2,0,0,26,2,5,,, +castlro01,1910,1,CIN,NL,1,2,4,2,1,0,0,41,15,5,0,6,5,,3.29,,1,1,0,59,0,5,,, +chalmge01,1910,1,PHI,NL,1,1,4,3,2,0,0,66,21,13,0,11,12,,5.32,,0,1,0,87,1,17,,, +chambbi01,1910,1,SLN,NL,0,0,1,0,0,0,0,3,1,0,0,0,0,,0.00,,0,0,0,4,0,1,,, +chounch01,1910,1,CHA,AL,0,1,1,1,0,0,0,16,7,2,0,0,1,,3.38,,0,0,0,24,0,2,,, +cicoted01,1910,1,BOS,AL,15,11,36,30,20,3,0,750,213,76,4,86,104,,2.74,,8,13,0,1012,5,94,,, +coleki01,1910,1,CHN,NL,20,4,33,29,21,4,1,719,174,48,2,130,114,,1.80,,9,9,0,962,2,64,,, +collira01,1910,1,BOS,AL,13,11,35,26,18,4,1,734,205,44,1,41,109,,1.62,,1,1,1,937,9,73,,, +coombja01,1910,1,PHA,AL,31,9,45,38,35,13,1,1059,248,51,0,115,224,,1.30,,10,7,0,1353,6,74,,, +corrifr01,1910,1,SLN,NL,6,14,30,18,9,0,3,468,168,66,1,55,51,,3.81,,7,9,1,658,9,88,,, +covelha01,1910,1,CIN,NL,1,1,7,4,2,0,0,118,35,23,1,42,27,,5.26,,2,4,0,188,2,41,,, +crablge01,1910,1,BRO,NL,0,0,2,1,1,0,0,22,5,4,0,5,3,,4.91,,1,2,0,30,1,4,,, +cranddo01,1910,1,NY1,NL,17,4,42,18,13,2,5,623,194,59,10,43,73,,2.56,,1,4,0,835,21,86,,, +crissdo01,1910,1,SLA,AL,2,1,6,0,0,0,0,58,12,3,0,9,9,,1.40,,0,4,1,81,6,7,,, +croucbi01,1910,1,SLA,AL,0,0,1,1,1,0,0,24,6,3,0,7,2,,3.38,,1,0,0,33,0,4,,, +culpbi01,1910,1,PHI,NL,0,0,4,0,0,0,1,20,8,6,0,4,4,,8.10,,0,0,0,28,3,6,,, +curticl01,1910,1,BSN,NL,6,24,43,37,12,2,2,753,251,99,9,124,75,,3.55,,9,12,0,1043,4,154,,, +demotbe01,1910,1,CLE,AL,0,3,6,4,1,0,0,85,45,17,0,8,13,,5.40,,1,1,0,125,2,25,,, +dessaru01,1910,1,BRO,NL,2,3,19,0,0,0,1,154,67,33,0,29,24,,5.79,,2,5,0,238,18,48,,, +dickswa01,1910,1,NY1,NL,1,0,12,1,0,0,0,89,31,18,1,9,9,,5.46,,3,0,0,123,9,19,,, +doanewa01,1910,1,CLE,AL,0,0,6,0,0,0,0,53,31,11,1,8,7,,5.60,,0,1,0,84,4,21,,, +donovbi01,1910,1,DET,AL,17,7,26,23,20,3,0,620,184,56,4,61,107,,2.44,,2,7,0,825,3,74,,, +dowdki01,1910,1,PIT,NL,0,0,1,0,0,0,0,6,4,0,0,2,1,,0.00,,0,1,0,13,1,4,,, +doylesl01,1910,1,NYA,AL,0,2,3,2,1,0,0,37,19,11,0,5,6,,8.03,,0,1,0,58,1,13,,, +doylesl01,1910,2,CIN,NL,0,0,5,0,0,0,0,34,16,8,0,11,4,,6.35,,2,0,0,60,5,19,,, +drucklo01,1910,1,NY1,NL,12,10,34,27,15,0,0,646,174,59,3,82,151,,2.47,,3,11,1,857,4,73,,, +dygerji01,1910,1,PHA,AL,4,4,19,8,6,1,0,298,81,28,0,49,59,,2.54,,3,3,1,402,6,44,,, +evansch01,1910,1,BSN,NL,1,1,13,1,0,0,2,93,28,18,1,27,12,,5.23,,3,3,0,132,10,20,,, +ewingbo01,1910,1,PHI,NL,16,14,34,32,20,4,0,766,235,85,5,86,102,,3.00,,3,7,0,1031,2,110,,, +falkecy01,1910,1,CLE,AL,14,13,37,29,18,3,1,770,246,84,3,75,107,,2.95,,8,8,0,1027,7,114,,, +fanweha01,1910,1,CLE,AL,2,9,17,11,5,1,0,276,87,37,0,38,30,,3.62,,8,6,0,378,5,52,,, +ferguge01,1910,1,BSN,NL,7,7,26,14,10,1,0,369,110,52,3,58,40,,3.80,,2,7,0,498,10,56,,, +ferryja01,1910,1,PIT,NL,1,2,6,3,2,0,0,93,26,8,0,8,12,,2.32,,0,1,0,122,3,10,,, +fishera01,1910,1,NYA,AL,5,3,17,7,3,0,1,277,95,30,0,18,42,,2.92,,3,3,0,368,8,41,,, +flahepa02,1910,1,PHI,NL,0,0,1,0,0,0,0,1,1,0,0,1,0,,0.00,,0,0,0,4,1,4,,, +fordru01,1910,1,NYA,AL,26,6,36,33,29,8,1,899,194,55,4,70,209,,1.65,,5,8,1,1112,3,69,,, +formabi01,1910,1,WS1,AL,0,0,1,0,0,0,0,2,1,1,0,0,0,,13.50,,0,0,0,3,0,1,,, +foxenbi01,1910,1,PHI,NL,5,5,16,9,5,0,0,233,73,22,2,40,33,,2.55,,2,3,1,315,6,30,,, +foxenbi01,1910,2,CHN,NL,0,0,2,0,0,0,0,15,7,5,0,3,2,,9.00,,1,0,1,23,2,5,,, +frilljo01,1910,1,NYA,AL,2,2,10,5,3,1,1,145,55,24,1,5,27,,4.47,,0,1,0,196,3,33,,, +frocksa01,1910,1,PIT,NL,0,0,1,0,0,0,0,6,2,1,0,2,1,,4.50,,0,1,0,8,1,4,,, +frocksa01,1910,2,BSN,NL,12,19,45,29,13,2,2,766,245,91,8,91,79,,3.21,,3,4,0,1029,11,133,,, +frommar01,1910,1,CIN,NL,3,4,11,5,1,0,0,148,44,16,2,39,10,,2.92,,1,1,0,209,3,22,,, +gaspaha01,1910,1,CIN,NL,15,17,48,31,16,4,7,825,257,79,6,75,74,,2.59,,3,15,0,1096,16,103,,, +geyerru01,1910,1,SLN,NL,0,1,4,0,0,0,0,12,5,2,0,3,5,,4.50,,1,0,0,20,2,3,,, +gillija01,1910,1,SLA,AL,0,3,9,5,2,0,0,118,37,16,0,28,10,,3.66,,3,1,0,175,4,21,,, +girarch01,1910,1,PHI,NL,1,2,7,1,0,0,1,80,33,19,2,12,11,,6.41,,0,2,0,121,2,26,,, +goldero01,1910,1,SLN,NL,2,3,7,6,3,0,0,128,44,21,3,33,31,,4.43,,1,2,0,189,1,28,,, +goodra01,1910,1,BSN,NL,0,0,2,0,0,0,0,27,6,2,0,2,4,,2.00,,0,2,0,36,2,4,,, +grahabi01,1910,1,SLA,AL,0,8,9,6,1,0,0,129,46,17,2,13,12,,3.56,,4,4,0,172,3,31,,, +graydo01,1910,1,WS1,AL,8,19,34,29,21,3,0,687,216,67,3,65,84,,2.63,,9,10,1,943,5,106,,, +groombo01,1910,1,WS1,AL,12,17,34,30,22,3,0,773,244,79,8,77,98,,2.76,,9,9,1,1024,3,117,,, +hallch02,1910,1,BOS,AL,12,9,35,16,13,0,2,566,142,40,6,73,95,,1.91,,5,9,0,768,17,68,,, +hallma01,1910,1,SLA,AL,1,7,8,7,5,0,0,139,50,22,0,31,25,,4.27,,2,3,0,207,1,33,,, +harknsp01,1910,1,CLE,AL,10,7,26,16,6,1,1,409,132,46,2,55,60,,3.04,,2,3,0,550,8,61,,, +harmobo01,1910,1,SLN,NL,13,15,43,33,15,0,2,708,227,117,1,133,87,,4.46,,12,7,1,1019,7,128,,, +hearnbu01,1910,1,SLN,NL,1,3,5,5,4,0,0,117,49,22,2,16,14,,5.08,,0,1,0,169,0,22,,, +hendred01,1910,1,NY1,NL,0,1,4,1,1,0,1,36,12,5,0,4,2,,3.75,,0,0,0,50,3,7,,, +higgied01,1910,1,SLN,NL,0,1,2,0,0,0,0,31,15,5,0,7,1,,4.35,,0,0,0,50,1,8,,, +hinridu01,1910,1,WS1,AL,0,1,3,0,0,0,1,21,10,2,0,3,5,,2.57,,3,0,0,31,3,7,,, +hovlijo01,1910,1,WS1,AL,0,0,1,0,0,0,0,5,6,3,0,0,0,,16.20,,0,1,0,13,1,5,,, +howelha01,1910,1,SLA,AL,0,0,1,0,0,0,0,10,7,4,0,2,1,,10.80,,0,0,0,17,1,7,,, +hugheto02,1910,1,NYA,AL,7,9,23,15,11,0,1,455,153,59,2,37,64,,3.50,,5,3,0,604,6,77,,, +humphbe01,1910,1,PHI,NL,0,0,5,0,0,0,2,29,13,5,0,3,3,,4.66,,0,1,0,45,4,8,,, +huntbe01,1910,1,BOS,AL,2,3,7,7,3,0,0,140,45,21,4,20,19,,4.05,,1,0,0,189,0,22,,, +johnswa01,1910,1,WS1,AL,25,17,45,42,38,8,1,1110,262,56,1,76,313,,1.36,,21,13,0,1367,3,92,,, +jossad01,1910,1,CLE,AL,5,5,13,12,9,1,0,322,96,27,2,18,49,,2.26,,0,2,0,412,0,35,,, +kahlege01,1910,1,CLE,AL,6,4,12,12,8,2,0,286,80,17,0,46,38,,1.60,,2,4,0,388,0,35,,, +kargeed01,1910,1,BOS,AL,11,7,27,25,16,1,1,550,162,65,5,53,81,,3.19,,5,5,0,761,2,75,,, +killied01,1910,1,DET,AL,4,3,11,9,5,1,0,222,75,25,2,27,20,,3.04,,1,6,0,313,1,38,,, +kinseed01,1910,1,SLA,AL,1,3,10,5,2,0,0,150,62,21,0,16,10,,3.78,,1,2,0,211,3,30,,, +kirscha01,1910,1,CLE,AL,0,0,2,0,0,0,0,9,5,2,0,1,5,,6.00,,0,0,0,14,2,2,,, +klawial01,1910,1,NY1,NL,0,0,1,0,0,0,0,3,2,1,0,2,0,,9.00,,0,0,0,7,1,1,,, +knetzel01,1910,1,BRO,NL,7,5,20,15,10,3,0,398,122,47,1,60,56,,3.19,,7,1,0,540,4,63,,, +koestel01,1910,1,CLE,AL,5,10,27,13,8,1,2,435,145,49,0,63,44,,3.04,,7,6,0,583,13,76,,, +koneted01,1910,1,SLN,NL,0,0,1,0,0,0,0,12,4,2,0,1,0,,4.50,,0,0,0,16,0,2,,, +krausha01,1910,1,PHA,AL,6,6,16,11,9,2,0,337,99,36,4,42,60,,2.88,,0,8,0,439,3,46,,, +krohru01,1910,1,CHN,NL,3,1,6,4,1,0,0,103,33,17,1,15,16,,4.46,,0,2,0,147,1,19,,, +lakejo01,1910,1,SLA,AL,11,17,35,29,24,1,2,784,243,64,2,77,141,,2.20,,5,1,1,1057,6,116,,, +langefr01,1910,1,CHA,AL,9,4,23,15,6,1,0,392,93,24,2,54,98,,1.65,,3,9,0,519,7,48,,, +leevesa01,1910,1,PIT,NL,6,5,26,8,4,0,2,333,104,34,2,25,33,,2.76,,0,6,0,432,14,45,,, +leifile01,1910,1,PIT,NL,15,13,40,30,13,3,2,655,197,64,6,67,64,,2.64,,3,10,1,857,8,84,,, +lelivbi01,1910,1,DET,AL,0,1,1,1,1,0,0,27,6,1,0,3,2,,1.00,,1,0,0,32,0,4,,, +leroylo01,1910,1,BOS,AL,0,0,1,0,0,0,0,12,7,5,1,2,3,,11.25,,0,0,0,20,0,9,,, +linkfr01,1910,1,CLE,AL,5,6,22,13,6,1,1,383,121,45,0,50,55,,3.17,,4,7,0,524,7,53,,, +linkfr01,1910,2,SLA,AL,0,1,3,3,0,0,0,51,24,8,0,13,5,,4.24,,0,1,0,78,0,10,,, +loudear01,1910,1,DET,AL,1,1,5,2,1,0,0,64,23,8,0,14,12,,3.38,,1,0,0,95,1,13,,, +lushjo01,1910,1,SLN,NL,14,13,36,25,13,1,1,676,235,80,6,70,54,,3.20,,5,7,0,929,7,116,,, +maddoni01,1910,1,PIT,NL,2,3,20,7,2,0,0,262,73,33,0,28,29,,3.40,,1,5,1,330,13,40,,, +mahonch01,1910,1,BOS,AL,0,1,2,1,0,0,1,33,16,4,1,5,6,,3.27,,0,0,0,54,1,11,,, +malloal01,1910,1,SLA,AL,0,6,7,6,4,0,0,158,47,15,0,17,27,,2.56,,1,2,0,199,1,26,,, +manniru01,1910,1,NYA,AL,2,4,16,9,4,0,0,225,80,31,4,25,25,,3.72,,3,4,0,312,6,43,,, +marquru01,1910,1,NY1,NL,4,4,13,8,2,0,0,212,65,35,2,40,52,,4.46,,4,4,0,300,1,35,,, +mathech01,1910,1,NY1,NL,27,9,38,35,27,2,0,955,292,67,5,60,184,,1.89,,8,3,0,1242,3,100,,, +matteal01,1910,1,BSN,NL,16,19,51,37,17,6,1,915,288,101,5,121,94,,2.98,,3,6,1,1249,12,145,,, +mchalma01,1910,1,BOS,AL,0,2,2,2,1,0,0,41,15,7,0,6,14,,4.61,,1,1,0,65,0,8,,, +mcintha01,1910,1,CHN,NL,13,9,28,19,10,2,0,528,152,60,5,50,65,,3.07,,2,10,0,694,7,70,,, +mcquige01,1910,1,PHI,NL,9,6,24,17,13,3,1,457,109,27,2,50,71,,1.60,,2,3,0,587,4,42,,, +merceja01,1910,1,PIT,NL,0,0,1,0,0,0,0,3,0,0,0,2,1,,0.00,,0,0,0,4,1,0,,, +millefr01,1910,1,BRO,NL,1,1,6,2,0,0,0,63,25,11,1,13,2,,4.71,,5,3,0,97,4,19,,, +mitchro01,1910,1,SLA,AL,4,2,6,6,6,0,0,156,43,15,0,12,23,,2.60,,1,2,0,190,0,24,,, +mitchwi01,1910,1,CLE,AL,12,8,35,18,11,1,0,551,155,53,2,55,102,,2.60,,2,15,0,726,16,77,,, +mooreea01,1910,1,PHI,NL,22,15,46,35,18,6,0,849,228,81,5,121,185,,2.58,,5,10,0,1130,6,98,,, +moorege02,1910,1,PIT,NL,2,1,4,1,0,0,0,52,19,6,1,7,9,,3.12,,0,0,1,78,3,7,,, +morenle01,1910,1,PHI,NL,13,14,34,26,12,1,1,616,207,81,6,82,74,,3.55,,7,9,1,860,5,104,,, +morgacy01,1910,1,PHA,AL,18,12,36,34,23,3,0,872,214,50,0,117,134,,1.55,,14,18,0,1125,1,92,,, +moronji01,1910,1,PHI,NL,1,2,12,2,1,0,1,126,43,10,1,11,13,,2.14,,4,4,0,161,7,20,,, +moyered01,1910,1,WS1,AL,0,3,6,3,2,0,0,75,22,9,1,13,3,,3.24,,1,3,1,103,2,15,,, +mullige01,1910,1,DET,AL,21,12,38,32,27,5,0,867,260,92,7,102,98,,2.87,,4,14,0,1140,6,125,,, +nelsore01,1910,1,SLA,AL,5,1,7,6,6,1,0,180,57,17,0,14,30,,2.55,,1,4,0,236,1,26,,, +oberlfr01,1910,1,WS1,AL,0,6,8,6,6,0,0,172,52,19,0,23,18,,2.98,,2,2,0,226,1,32,,, +oharabi01,1910,1,SLN,NL,0,0,1,0,0,0,0,3,0,0,0,0,0,,0.00,,0,0,0,3,0,0,,, +olmstfr01,1910,1,CHA,AL,10,12,32,20,14,4,0,553,174,40,1,50,68,,1.95,,7,4,0,722,9,64,,, +oteybi01,1910,1,WS1,AL,0,1,9,1,1,0,0,104,40,13,1,6,12,,3.38,,2,1,0,140,7,17,,, +overaor01,1910,1,CHN,NL,12,6,23,21,11,4,1,434,106,43,2,54,92,,2.68,,5,1,0,554,2,44,,, +parsoji01,1910,1,BSN,NL,0,2,10,4,0,0,0,106,35,15,2,26,7,,3.82,,2,2,0,154,6,23,,, +pattoha01,1910,1,SLN,NL,0,0,1,0,0,0,0,12,4,1,0,2,2,,2.25,,0,0,0,17,1,2,,, +peaslma01,1910,1,DET,AL,0,1,2,1,0,0,0,30,13,9,0,11,4,,8.10,,0,1,1,56,1,14,,, +peltyba01,1910,1,SLA,AL,5,11,27,19,13,3,0,496,157,64,3,70,48,,3.48,,3,8,0,675,5,81,,, +pernohu01,1910,1,DET,AL,4,3,11,5,4,0,0,164,54,18,1,14,25,,2.96,,2,5,0,219,3,20,,, +pfeffbi01,1910,1,CHN,NL,1,0,13,1,1,0,0,124,43,15,1,16,11,,3.27,,1,1,0,170,10,31,,, +pfiesja01,1910,1,CHN,NL,6,3,14,13,5,2,0,301,82,20,0,26,34,,1.79,,0,1,1,391,0,28,,, +phillde01,1910,1,PIT,NL,14,2,31,8,5,1,4,365,111,31,4,9,30,,2.29,,0,3,0,477,19,46,,, +pickech01,1910,1,SLN,NL,0,0,2,0,0,0,0,18,7,1,0,2,2,,1.50,,0,0,0,27,2,2,,, +planked01,1910,1,PHA,AL,16,10,38,32,22,1,2,751,218,56,3,55,123,,2.01,,5,8,0,982,5,89,,, +powelbi01,1910,1,PIT,NL,4,6,12,9,4,2,0,225,65,20,0,34,23,,2.40,,1,5,0,308,2,32,,, +powelja01,1910,1,SLA,AL,7,11,21,18,8,3,0,388,121,33,0,28,52,,2.30,,1,1,0,513,2,45,,, +quinnja01,1910,1,NYA,AL,18,12,35,31,20,0,0,707,214,62,2,58,82,,2.37,,4,6,0,930,4,88,,, +raleijo01,1910,1,SLN,NL,0,0,3,1,0,0,0,15,8,5,0,0,2,,9.00,,0,0,0,22,0,5,,, +rayfa01,1910,1,SLA,AL,4,10,21,16,11,0,0,422,146,56,3,49,35,,3.58,,0,7,0,568,3,77,,, +raymobu01,1910,1,NY1,NL,4,11,19,11,6,0,0,298,106,42,2,40,55,,3.81,,2,8,0,426,4,63,,, +reisldo01,1910,1,WS1,AL,10,10,30,20,13,2,1,573,185,54,3,44,57,,2.54,,4,5,0,749,10,77,,, +reulbed01,1910,1,CHN,NL,12,8,24,23,13,1,0,520,161,60,1,49,55,,3.12,,4,9,1,703,0,76,,, +richile01,1910,1,BSN,NL,0,3,4,2,0,0,0,49,20,5,0,9,7,,2.76,,3,0,0,72,1,11,,, +richile01,1910,2,CHN,NL,11,4,30,11,8,3,4,390,117,39,1,51,53,,2.70,,1,3,0,509,11,45,,, +riegeel01,1910,1,SLN,NL,0,2,13,1,0,0,0,64,26,13,1,7,9,,5.48,,0,1,0,88,9,16,,, +rowanja01,1910,1,CIN,NL,14,13,42,30,18,4,1,783,242,85,4,105,108,,2.93,,4,9,1,1065,8,122,,, +ruckena01,1910,1,BRO,NL,17,18,41,39,27,6,0,961,293,92,5,84,147,,2.58,,5,9,0,1261,2,112,,, +rudoldi01,1910,1,NY1,NL,0,1,3,1,1,0,2,36,21,10,0,2,9,,7.50,,0,0,0,62,2,11,,, +russele01,1910,1,PHA,AL,1,0,1,1,1,1,0,27,8,0,0,2,5,,0.00,,0,0,0,33,0,0,,, +sallesl01,1910,1,SLN,NL,7,8,18,13,9,1,2,345,112,38,4,24,46,,2.97,,0,1,0,472,5,44,,, +scanldo01,1910,1,BRO,NL,9,11,34,25,14,0,2,652,175,63,1,116,103,,2.61,,4,5,0,868,9,76,,, +schetlo01,1910,1,PHI,NL,2,6,27,7,3,0,1,321,96,38,2,51,62,,3.20,,5,2,0,442,14,53,,, +schnefr01,1910,1,BRO,NL,0,0,1,0,0,0,0,3,5,7,0,4,0,,63.00,,0,0,0,12,0,8,,, +scottji01,1910,1,CHA,AL,8,18,41,23,14,2,1,689,182,62,5,86,135,,2.43,,8,4,0,897,17,99,,, +skeelda01,1910,1,DET,AL,0,0,1,1,0,0,0,18,9,8,0,4,2,,12.00,,1,1,0,32,0,8,,, +slaglwa01,1910,1,CIN,NL,0,0,1,0,0,0,0,3,0,1,0,3,0,,9.00,,0,1,0,7,0,1,,, +slaugba01,1910,1,PHI,NL,0,1,8,1,0,0,1,54,21,11,0,11,7,,5.50,,0,0,0,77,6,12,,, +smithch02,1910,1,BOS,AL,11,6,24,18,11,0,1,469,141,40,4,35,53,,2.30,,3,2,0,606,3,57,,, +smithfr03,1910,1,CHA,AL,4,9,19,15,9,3,0,386,91,29,1,40,50,,2.03,,1,2,0,489,4,43,,, +smithfr03,1910,2,BOS,AL,1,2,4,3,2,0,0,84,22,15,0,11,8,,4.82,,0,1,0,106,1,19,,, +spadebo01,1910,1,CIN,NL,1,2,3,3,1,0,0,52,35,13,1,9,1,,6.75,,2,1,0,83,0,19,,, +spadebo01,1910,2,SLA,AL,1,3,7,5,2,1,0,104,34,17,1,17,8,,4.41,,1,1,0,144,2,24,,, +sparktu01,1910,1,PHI,NL,0,2,3,3,0,0,0,45,22,10,2,2,4,,6.00,,0,2,0,72,0,12,,, +stacked01,1910,1,PHI,NL,6,7,20,16,8,1,0,351,115,52,7,34,48,,4.00,,2,4,1,470,1,61,,, +steelbi01,1910,1,SLN,NL,4,4,9,8,8,0,1,215,71,26,1,24,25,,3.27,,2,6,0,299,1,35,,, +steelel01,1910,1,PIT,NL,0,3,3,3,2,0,0,72,19,6,0,3,7,,2.25,,0,0,0,89,0,9,,, +stremph01,1910,1,SLA,AL,0,2,5,2,2,0,0,87,31,12,0,16,7,,3.72,,2,0,0,124,3,19,,, +strousa01,1910,1,DET,AL,5,9,28,15,7,3,1,391,123,47,9,41,63,,3.25,,4,7,0,526,7,54,,, +suggsge01,1910,1,CIN,NL,20,12,35,30,23,2,3,798,248,71,6,48,91,,2.40,,3,14,2,1043,5,96,,, +summeed01,1910,1,DET,AL,13,12,30,25,18,1,0,661,211,62,8,60,82,,2.53,,2,5,0,895,2,83,,, +tylerle01,1910,1,BSN,NL,0,0,2,0,0,0,0,34,11,3,1,6,6,,2.38,,0,0,0,46,2,3,,, +vaughhi01,1910,1,NYA,AL,13,11,30,25,18,5,1,665,190,45,1,58,107,,1.83,,7,10,0,869,3,76,,, +wadderu01,1910,1,SLA,AL,3,1,10,2,0,0,1,99,31,13,1,11,16,,3.55,,0,1,0,140,6,19,,, +walkedi01,1910,1,WS1,AL,11,11,29,26,16,3,0,598,177,73,2,68,84,,3.30,,3,8,0,799,3,83,,, +walkemy01,1910,1,CIN,NL,0,0,1,0,0,0,0,9,4,1,0,4,1,,3.00,,0,0,0,16,1,2,,, +walshed01,1910,1,CHA,AL,18,20,45,36,33,7,5,1109,242,52,5,61,258,,1.27,,6,4,2,1359,7,87,,, +warhoja01,1910,1,NYA,AL,14,14,37,27,20,0,2,729,219,81,1,79,75,,3.00,,0,18,1,987,10,108,,, +weaveor01,1910,1,CHN,NL,1,1,7,2,2,0,0,96,34,13,2,15,22,,3.66,,0,1,0,142,4,17,,, +webble01,1910,1,PIT,NL,2,1,7,3,2,0,0,81,29,17,0,9,6,,5.67,,0,2,0,120,2,17,,, +whitedo01,1910,1,CHA,AL,15,13,33,29,20,2,1,710,219,70,2,50,111,,2.66,,4,12,1,965,4,84,,, +whiteki01,1910,1,BSN,NL,1,2,3,3,3,0,0,78,15,4,2,12,6,,1.38,,2,3,0,95,0,7,,, +whiteki01,1910,2,PIT,NL,10,9,30,21,7,3,2,460,142,59,2,75,42,,3.46,,4,5,1,631,6,73,,, +wilheka01,1910,1,BRO,NL,3,7,15,5,0,0,0,205,88,36,3,18,17,,4.74,,4,1,0,299,5,45,,, +willeed01,1910,1,DET,AL,16,11,37,25,18,4,0,673,175,59,2,74,65,,2.37,,10,17,0,899,10,85,,, +willivi01,1910,1,SLN,NL,9,12,33,23,12,1,3,636,224,79,6,61,67,,3.35,,3,1,0,876,10,113,,, +wiltsho01,1910,1,NY1,NL,14,12,36,30,18,2,2,706,232,71,4,52,88,,2.72,,0,2,0,943,6,96,,, +woodjo02,1910,1,BOS,AL,12,13,35,17,14,3,0,590,155,37,3,56,145,,1.69,,5,10,0,771,13,81,,, +worksra01,1910,1,DET,AL,3,6,18,10,5,0,1,257,73,34,1,39,36,,3.57,,1,4,0,354,8,47,,, +youngcy01,1910,1,CLE,AL,7,10,21,20,14,1,0,490,149,46,0,27,58,,2.53,,7,4,0,623,0,62,,, +youngir01,1910,1,CHA,AL,4,8,27,17,7,4,0,407,122,41,0,39,64,,2.72,,2,3,0,536,5,52,,, +zmiched01,1910,1,SLN,NL,0,5,9,6,2,0,0,108,38,25,0,29,19,,6.25,,4,3,1,157,3,27,,, +ablesha01,1911,1,NYA,AL,0,1,3,2,0,0,0,33,16,12,0,7,6,0.33,9.82,,1,0,0,55,1,15,,, +adamsba01,1911,1,PIT,NL,22,12,40,37,24,6,0,880,253,76,5,42,133,0.23,2.33,,3,8,0,1117,2,97,,, +aitchra01,1911,1,BRO,NL,0,1,1,0,0,0,0,4,1,0,0,1,0,0.2,0,,0,0,0,6,0,2,,, +alexape01,1911,1,PHI,NL,28,13,48,37,31,7,3,1101,285,105,5,129,227,0.21,2.57,,4,8,1,1475,11,133,,, +allisma01,1911,1,SLA,AL,2,1,3,3,3,0,0,79,24,6,0,5,2,0.25,2.05,,0,2,0,102,0,9,,, +amesre01,1911,1,NY1,NL,11,10,34,23,13,1,2,615,170,61,0,54,118,0.22,2.68,,8,4,0,822,5,80,,, +armstho01,1911,1,PHA,AL,0,1,1,0,0,0,0,9,3,0,0,1,0,0.27,0,,0,0,0,12,1,2,,, +bailebi01,1911,1,SLA,AL,0,3,7,2,2,0,0,95,42,16,1,16,8,0.33,4.55,,0,2,0,142,3,26,,, +bakerje01,1911,1,CHA,AL,2,7,22,8,3,0,1,282,101,41,3,30,51,0.28,3.93,,5,4,0,385,9,52,,, +bargecy01,1911,1,BRO,NL,11,15,30,30,21,1,0,652,224,85,4,71,60,0.27,3.52,,1,7,0,882,0,112,,, +baskeji01,1911,1,CLE,AL,1,2,4,2,2,0,0,64,21,8,0,9,8,0.27,3.38,,1,1,1,87,2,8,,, +beckech01,1911,1,WS1,AL,3,5,11,5,5,1,0,214,80,32,2,23,31,0.26,4.04,,2,7,0,328,4,44,,, +beebefr01,1911,1,PHI,NL,3,3,9,8,3,0,0,145,52,24,2,24,20,0.29,4.47,,2,3,0,202,1,26,,, +bellge01,1911,1,BRO,NL,5,6,19,12,6,2,0,303,123,48,2,28,28,0.31,4.28,,1,2,0,420,5,59,,, +bendech01,1911,1,PHA,AL,17,5,31,24,16,2,3,649,198,52,2,58,114,0.25,2.16,,4,4,0,848,6,66,,, +bentoru01,1911,1,CIN,NL,3,3,6,6,5,0,0,134,44,10,0,23,28,0.27,2.01,,3,3,0,189,0,18,,, +benzjo01,1911,1,CHA,AL,3,2,12,6,1,0,0,167,52,14,0,13,28,0.25,2.26,,1,2,1,222,4,23,,, +blandfr01,1911,1,CLE,AL,7,11,29,16,11,0,2,528,190,72,5,60,80,0.28,3.68,,5,6,0,738,12,95,,, +boydra01,1911,1,CIN,NL,2,2,7,4,3,0,1,132,34,13,0,19,20,0.2,2.66,,2,2,0,188,3,22,,, +brennad01,1911,1,PHI,NL,2,1,5,3,1,0,0,68,22,9,0,12,12,0.25,3.57,,0,1,2,98,2,12,,, +brockle01,1911,1,NYA,AL,2,4,16,8,2,0,0,226,73,39,3,39,25,0.25,4.66,,1,5,0,329,6,45,,, +brownbo01,1911,1,PHA,AL,0,1,2,1,1,0,0,36,12,6,0,2,6,0.26,4.5,,0,0,0,47,1,7,,, +brownbu01,1911,1,BSN,NL,8,18,42,25,13,0,2,723,258,115,11,116,76,0.28,4.29,,6,10,0,1036,14,161,,, +browncu01,1911,1,SLA,AL,1,2,3,2,2,0,0,69,22,7,0,5,8,0.24,2.74,,2,1,0,95,1,9,,, +brownel01,1911,1,SLA,AL,1,1,5,3,1,1,0,50,16,12,0,14,5,0.24,6.48,,1,0,0,80,1,14,,, +brownmo01,1911,1,CHN,NL,21,11,53,27,21,0,13,810,267,84,5,55,129,0.26,2.8,,5,6,0,1108,24,110,,, +burkebi02,1911,1,BSN,NL,0,1,2,1,0,0,0,10,6,7,0,5,1,0.42,18.9,,0,0,0,19,1,7,,, +burksa01,1911,1,BRO,NL,1,3,13,7,1,0,0,174,54,33,1,47,15,0.26,5.12,,0,3,0,257,5,36,,, +burnsbi01,1911,1,CIN,NL,1,0,6,3,0,0,1,53,17,6,1,3,5,0.25,3.06,,0,3,0,73,3,11,,, +burnsbi01,1911,2,PHI,NL,6,10,21,14,8,3,1,363,132,46,5,26,47,0.28,3.42,,1,6,1,492,6,59,,, +busheja01,1911,1,BOS,AL,0,1,3,1,1,0,0,36,8,4,0,10,5,0.18,3,,0,1,1,56,2,9,,, +caldwra02,1911,1,NYA,AL,14,14,41,27,19,1,1,765,240,95,7,79,145,0.26,3.35,,6,13,1,1015,12,115,,, +camniha01,1911,1,SLN,NL,1,0,2,0,0,0,0,6,0,0,0,1,2,0,0,,0,0,0,7,2,0,,, +camniho01,1911,1,PIT,NL,20,15,40,33,18,1,1,803,245,93,8,84,139,0.24,3.13,,10,4,0,1077,6,112,,, +cashica01,1911,1,WS1,AL,1,5,11,9,5,0,0,214,67,33,4,47,26,0.22,4.16,,4,7,0,358,2,45,,, +cavetpu01,1911,1,DET,AL,0,0,1,1,0,0,0,12,6,2,0,1,1,0.31,4.5,,0,0,0,20,0,5,,, +chalmge01,1911,1,PHI,NL,13,10,38,22,11,3,4,626,196,72,5,101,101,0.25,3.11,,10,4,2,870,13,107,,, +chenela01,1911,1,CHN,NL,1,0,3,1,0,0,0,30,8,0,0,3,11,0.22,0,,0,0,0,38,2,0,,, +cicoted01,1911,1,BOS,AL,11,15,35,25,16,1,0,660,236,69,2,73,106,0.28,2.82,,4,4,0,910,7,118,,, +coaklan01,1911,1,NYA,AL,0,1,2,1,1,0,0,35,20,7,0,2,4,0.37,5.4,,0,0,0,55,1,13,,, +coleki01,1911,1,CHN,NL,18,7,32,27,13,2,0,664,188,77,3,99,101,0.23,3.13,,11,9,2,903,4,87,,, +collaal01,1911,1,PHA,AL,0,1,2,0,0,0,0,6,6,8,0,3,1,0.6,36,,0,2,0,15,2,9,,, +collira01,1911,1,BOS,AL,11,12,31,24,14,0,1,584,184,52,1,44,86,0.25,2.4,,4,4,0,767,6,81,,, +comptja01,1911,1,CIN,NL,0,1,8,3,0,0,1,76,19,11,0,15,6,0.2,3.91,,0,1,0,110,4,11,,, +coombja01,1911,1,PHA,AL,28,12,47,40,26,1,2,1010,360,132,8,119,185,0.28,3.53,,12,16,0,1422,6,166,,, +cottren01,1911,1,PIT,NL,0,0,1,0,0,0,0,3,4,1,0,1,0,0.66,9,,0,0,0,7,0,4,,, +covinte01,1911,1,DET,AL,7,1,17,6,5,0,0,251,94,38,2,33,29,0.29,4.09,,2,10,1,360,4,43,,, +cranddo01,1911,1,NY1,NL,15,5,41,15,9,2,5,596,199,58,10,51,94,0.25,2.63,,2,6,0,835,26,82,,, +crissdo01,1911,1,SLA,AL,0,2,4,2,0,0,0,55,24,17,0,10,9,0.33,8.35,,3,2,0,84,1,21,,, +curryge01,1911,1,SLA,AL,0,3,3,3,0,0,0,47,19,13,0,24,2,0.33,7.47,,1,0,0,80,0,15,,, +curticl01,1911,1,BSN,NL,1,8,12,9,5,0,1,231,79,38,4,34,23,0.26,4.44,,4,2,0,334,2,50,,, +curticl01,1911,2,CHN,NL,1,2,4,1,0,0,0,21,7,3,0,5,4,0.24,3.86,,2,3,0,37,2,4,,, +curticl01,1911,3,PHI,NL,2,1,8,5,3,1,0,135,45,13,0,15,13,0.26,2.6,,0,1,0,189,1,19,,, +dalege01,1911,1,SLN,NL,0,2,5,2,0,0,0,44,13,11,0,16,13,0.25,6.75,,0,2,0,70,2,12,,, +danfoda01,1911,1,PHA,AL,4,1,14,2,1,0,1,101,29,14,1,17,21,0.24,3.74,,0,3,0,141,10,18,,, +demotbe01,1911,1,CLE,AL,0,1,1,1,0,0,0,11,10,5,0,2,2,0.58,12.27,,0,0,0,19,0,5,,, +dented01,1911,1,BRO,NL,2,1,5,3,1,0,0,95,30,13,0,10,3,0.25,3.69,,0,2,0,129,2,15,,, +donneed01,1911,1,BSN,NL,3,2,5,4,4,1,0,110,33,10,0,9,16,0.23,2.45,,0,2,0,151,1,15,,, +donovbi01,1911,1,DET,AL,10,9,20,19,15,1,0,505,160,62,4,64,81,0.25,3.31,,3,3,0,726,1,83,,, +drucklo01,1911,1,NY1,NL,4,4,15,10,4,0,0,227,83,34,1,41,42,0.28,4.04,,0,8,1,344,2,39,,, +ewingbo01,1911,1,PHI,NL,0,1,4,3,1,0,0,72,29,21,2,14,12,0.3,7.88,,0,0,0,108,1,25,,, +falkecy01,1911,1,CLE,AL,8,5,15,13,7,0,1,320,117,39,0,24,46,0.28,3.29,,7,3,0,442,2,56,,, +faustch01,1911,1,NY1,NL,0,0,2,0,0,0,0,6,2,1,0,0,0,0.25,4.5,,0,0,0,8,2,1,,, +ferguge01,1911,1,BSN,NL,1,3,6,3,0,0,0,72,40,26,3,12,4,0.38,9.75,,1,0,0,115,1,29,,, +ferryja01,1911,1,PIT,NL,6,4,26,8,4,1,3,257,83,30,3,27,32,0.26,3.15,,4,2,0,348,14,35,,, +fishera01,1911,1,NYA,AL,10,11,29,22,8,2,0,515,178,62,3,55,99,0.26,3.25,,7,5,0,721,5,85,,, +flahepa02,1911,1,BSN,NL,0,2,4,2,1,0,0,42,21,11,0,8,0,0.35,7.07,,2,3,1,71,1,15,,, +fordru01,1911,1,NYA,AL,22,11,37,33,26,1,0,844,251,71,3,76,158,0.23,2.27,,5,4,0,1172,4,119,,, +foxenbi01,1911,1,CHN,NL,1,1,3,1,0,0,0,39,12,3,0,12,6,0.25,2.08,,0,0,0,59,1,6,,, +frocksa01,1911,1,BSN,NL,0,1,4,1,1,0,0,48,29,10,0,5,8,0.42,5.63,,0,1,0,74,1,18,,, +frommar01,1911,1,CIN,NL,10,11,38,26,11,1,0,624,190,80,8,79,107,0.24,3.46,,5,16,0,861,9,111,,, +gardnha01,1911,1,PIT,NL,1,1,13,3,2,0,2,126,39,21,2,20,24,0.24,4.5,,1,2,0,182,9,25,,, +gaspaha01,1911,1,CIN,NL,11,17,44,32,11,2,4,761,272,93,9,69,76,0.28,3.3,,1,14,1,1044,10,112,,, +georgle01,1911,1,SLA,AL,4,9,27,13,6,1,0,349,136,54,3,51,23,0.25,4.18,,0,9,1,591,9,81,,, +geyerru01,1911,1,SLN,NL,9,6,29,11,7,1,0,446,141,54,7,56,46,0.25,3.27,,4,6,0,606,12,80,,, +goldero01,1911,1,SLN,NL,4,9,30,25,6,0,0,446,127,83,6,129,81,0.24,5.02,,8,5,1,663,3,90,,, +graydo01,1911,1,WS1,AL,2,13,28,15,6,0,0,363,160,68,4,40,42,0.33,5.06,,10,3,0,527,10,90,,, +greggve01,1911,1,CLE,AL,23,7,34,26,22,5,0,734,172,49,2,86,125,0.2,1.8,,8,10,0,937,8,67,,, +gregoho01,1911,1,SLA,AL,0,1,3,1,0,0,0,21,11,4,0,4,1,0.39,5.14,,0,0,0,32,1,5,,, +griffha01,1911,1,CHN,NL,0,0,1,1,0,0,0,3,1,2,1,3,1,0.25,18,,0,0,0,7,0,2,,, +griffha01,1911,2,BSN,NL,0,6,15,6,1,0,0,248,96,48,3,34,30,0.3,5.23,,3,6,1,355,5,70,,, +groombo01,1911,1,WS1,AL,13,17,37,32,20,2,2,764,280,108,9,67,135,0.28,3.82,,8,8,0,1068,4,148,,, +hagemca01,1911,1,BOS,AL,0,2,2,2,2,0,0,51,16,4,2,5,8,0.26,2.12,,1,1,0,67,0,8,,, +hallbe01,1911,1,PHI,NL,0,1,7,1,0,0,0,54,19,8,0,13,8,0.29,4,,0,1,1,78,5,11,,, +hallch02,1911,1,BOS,AL,8,7,32,10,6,0,4,439,149,61,3,72,83,0.27,3.75,,0,5,0,611,18,79,,, +hamilea01,1911,1,SLA,AL,5,12,32,17,10,1,0,531,191,78,4,69,55,0.28,3.97,,4,4,1,745,10,103,,, +harknsp01,1911,1,CLE,AL,2,2,12,6,3,0,0,160,62,25,1,21,25,0.31,4.22,,1,0,0,223,4,38,,, +harmobo01,1911,1,SLN,NL,23,16,51,41,28,2,4,1044,290,121,10,181,144,0.23,3.13,,3,7,0,1424,7,155,,, +harpebi01,1911,1,SLA,AL,0,0,2,0,0,0,0,24,9,6,0,4,6,0.3,6.75,,1,1,0,35,2,9,,, +hawked01,1911,1,SLA,AL,0,4,5,4,4,0,0,113,38,14,1,8,14,0.25,3.35,,0,4,0,162,1,18,,, +hearnbu01,1911,1,SLN,NL,0,0,2,0,0,0,0,8,7,4,1,0,1,0.53,13.5,,0,0,0,13,2,4,,, +hendrcl01,1911,1,PIT,NL,4,6,22,12,6,1,1,356,85,36,1,53,57,0.2,2.73,,6,1,0,471,7,52,,, +herrewa01,1911,1,WS1,AL,0,0,1,0,0,0,0,6,5,4,0,2,0,0.55,18,,0,0,0,11,1,4,,, +hoffch01,1911,1,NYA,AL,0,1,5,1,0,0,0,62,21,5,0,7,10,0.26,2.18,,0,0,0,87,4,8,,, +hoggbr01,1911,1,BSN,NL,0,3,8,3,2,0,1,77,33,19,0,14,8,0.33,6.66,,0,1,0,113,3,20,,, +hovlijo01,1911,1,CHA,AL,2,0,12,3,1,1,0,141,47,16,1,20,24,0.25,3.06,,0,0,0,203,2,21,,, +hugheto01,1911,1,WS1,AL,11,17,34,27,17,2,0,669,251,86,7,77,86,0.28,3.47,,7,4,0,954,6,128,,, +humphbe01,1911,1,PHI,NL,3,1,11,5,2,0,1,123,56,19,1,10,13,0.33,4.17,,0,6,0,181,6,25,,, +humphbe01,1911,2,CIN,NL,4,3,14,7,3,0,0,195,62,17,3,18,16,0.26,2.35,,1,6,0,257,7,25,,, +jamesbi01,1911,1,CLE,AL,2,4,8,6,4,0,0,155,58,28,1,32,21,0.28,4.88,,2,2,1,238,0,37,,, +johnswa01,1911,1,WS1,AL,25,13,40,37,36,6,1,967,292,68,8,70,207,0.23,1.9,,17,8,0,1335,3,119,,, +juulhe01,1911,1,CIN,NL,0,0,1,0,0,0,0,12,3,2,0,4,2,0.23,4.5,,0,0,0,17,1,2,,, +kahlege01,1911,1,CLE,AL,9,8,30,17,10,0,1,463,153,56,1,66,97,0.27,3.27,,6,13,2,645,10,78,,, +kargeed01,1911,1,BOS,AL,5,8,25,18,6,1,0,393,134,49,4,42,57,0.27,3.37,,4,4,0,539,6,70,,, +keefebo01,1911,1,CIN,NL,12,13,39,26,15,0,3,703,196,70,7,76,105,0.22,2.69,,4,3,0,936,11,88,,, +killija01,1911,1,BOS,AL,4,2,14,7,1,0,0,183,65,24,0,36,28,0.3,3.54,,1,10,0,261,5,26,,, +klepfed01,1911,1,NYA,AL,0,0,2,0,0,0,0,12,5,3,0,2,4,0.25,6.75,,0,0,0,22,2,3,,, +knetzel01,1911,1,BRO,NL,11,12,35,20,11,3,0,612,202,79,1,93,66,0.27,3.49,,3,1,0,824,11,101,,, +krappge01,1911,1,CLE,AL,13,9,35,26,14,1,1,666,188,84,1,138,132,0.23,3.41,,14,12,1,934,8,113,,, +krausha01,1911,1,PHA,AL,11,8,27,19,12,1,2,507,155,57,2,47,85,0.25,3.04,,2,9,0,660,3,60,,, +lafited01,1911,1,DET,AL,11,8,29,20,15,0,1,517,205,75,2,52,63,0.3,3.92,,8,5,0,735,8,113,,, +lakejo01,1911,1,SLA,AL,10,15,30,25,14,2,0,646,245,79,3,40,69,0.28,3.3,,5,4,0,914,5,115,,, +langefr01,1911,1,CHA,AL,8,8,29,22,8,1,0,485,151,58,3,77,104,0.25,3.23,,7,3,1,681,6,77,,, +leifile01,1911,1,PIT,NL,16,16,42,37,26,2,1,954,301,93,7,82,111,0.26,2.63,,2,16,1,1254,4,114,,, +leonael01,1911,1,PHA,AL,2,2,5,1,1,0,0,57,26,6,0,10,10,0.32,2.84,,1,2,0,91,4,11,,, +livelja01,1911,1,DET,AL,7,5,18,14,10,0,0,341,143,58,1,34,45,0.31,4.59,,3,7,0,498,2,73,,, +longle01,1911,1,PHA,AL,0,0,4,0,0,0,0,24,15,4,0,5,4,0.4,4.5,,0,0,0,42,2,6,,, +lowdegr01,1911,1,SLN,NL,0,1,11,2,1,1,0,100,37,27,1,33,15,0.3,7.29,,2,2,0,158,4,30,,, +lowdelo01,1911,1,SLN,NL,3,4,16,3,3,0,0,195,72,25,0,29,20,0.3,3.46,,5,5,0,271,10,39,,, +marquru01,1911,1,NY1,NL,24,7,45,33,22,5,3,833,221,77,9,106,237,0.21,2.5,,10,4,1,1133,6,98,,, +martido01,1911,1,PHA,AL,1,1,11,3,1,0,0,114,40,19,1,17,21,0.27,4.5,,2,5,1,169,5,25,,, +mathech01,1911,1,NY1,NL,26,13,45,37,29,5,3,921,303,68,5,38,141,0.25,1.99,,2,1,0,1238,6,102,,, +matteal01,1911,1,BSN,NL,4,15,33,21,11,0,0,559,228,103,13,63,51,0.32,4.97,,1,1,0,776,10,129,,, +maxwebe01,1911,1,NY1,NL,1,2,4,3,3,0,0,93,37,10,0,7,8,0.31,2.9,,1,2,0,128,0,15,,, +mcadaja01,1911,1,SLN,NL,0,0,6,0,0,0,0,29,7,4,0,5,4,0.22,3.72,,1,2,0,38,6,5,,, +mchalma01,1911,1,BOS,AL,0,0,4,1,0,0,0,28,19,10,1,3,3,0.47,9.64,,1,1,0,44,2,12,,, +mcintha01,1911,1,CHN,NL,11,7,25,17,9,1,0,447,147,68,5,33,56,0.25,4.11,,2,4,0,610,5,81,,, +mcquige01,1911,1,CIN,NL,2,6,19,5,2,0,0,231,92,40,2,31,28,0.3,4.68,,0,4,0,334,8,60,,, +mctigbi01,1911,1,BSN,NL,0,5,14,8,0,0,0,111,37,29,3,49,23,0.28,7.05,,3,2,0,183,4,32,,, +millewa03,1911,1,BRO,NL,0,1,3,2,0,0,0,33,16,8,0,6,0,0.35,6.55,,0,1,0,52,1,14,,, +mitchcl01,1911,1,DET,AL,1,0,5,1,0,0,0,43,20,13,1,7,4,0.35,8.16,,0,0,0,64,3,13,,, +mitchro01,1911,1,SLA,AL,4,8,28,12,8,1,0,400,134,57,4,45,40,0.27,3.85,,2,6,0,542,12,79,,, +mitchwi01,1911,1,CLE,AL,7,14,30,22,9,0,0,532,190,74,1,60,78,0.28,3.76,,9,13,3,742,7,102,,, +mogrige01,1911,1,CHA,AL,0,2,4,1,0,0,0,38,12,7,1,1,5,0.25,4.97,,0,0,0,48,2,10,,, +mooreea01,1911,1,PHI,NL,15,19,42,36,21,5,1,925,265,90,11,164,174,0.24,2.63,,5,12,0,1279,5,123,,, +morgacy01,1911,1,PHA,AL,15,7,38,30,15,2,1,749,217,75,0,113,136,0.24,2.7,,6,21,3,1028,4,109,,, +moserwa01,1911,1,BOS,AL,0,1,6,3,1,0,0,74,37,11,0,11,11,0.36,4.01,,3,1,0,113,0,28,,, +moserwa01,1911,2,SLA,AL,0,2,2,2,0,0,0,10,11,8,0,4,2,0.47,21.6,,1,0,0,27,0,12,,, +mullige01,1911,1,DET,AL,18,10,30,29,25,2,0,703,245,80,7,61,87,0.27,3.07,,5,12,0,995,1,99,,, +nagleju01,1911,1,PIT,NL,4,2,8,3,1,0,1,82,33,11,3,6,11,0.32,3.62,,0,1,0,109,3,19,,, +nagleju01,1911,2,BOS,AL,1,1,5,1,0,0,0,81,27,10,2,6,12,0.26,3.33,,1,0,0,109,4,12,,, +nelsore01,1911,1,SLA,AL,3,9,16,13,6,0,0,243,103,47,1,44,24,0.32,5.22,,5,7,2,369,3,68,,, +obriebu01,1911,1,BOS,AL,5,1,6,5,5,2,0,143,30,2,0,21,31,0.18,0.38,,0,1,0,189,1,9,,, +olmstfr01,1911,1,CHA,AL,6,6,25,11,7,1,2,353,146,55,3,30,45,0.3,4.21,,3,6,0,508,7,78,,, +oteybi01,1911,1,WS1,AL,1,3,12,2,0,0,0,149,68,35,2,15,16,0.33,6.34,,3,3,0,222,6,44,,, +otoolma01,1911,1,PIT,NL,3,2,5,5,3,0,0,114,28,10,1,20,34,0.21,2.37,,1,0,0,150,0,17,,, +ovitzer01,1911,1,CHN,NL,0,0,1,0,0,0,0,6,3,1,0,3,0,0.37,4.5,,0,0,0,11,1,2,,, +paigepa01,1911,1,CLE,AL,1,0,2,1,1,0,0,48,21,8,0,7,6,0.33,4.5,,0,0,0,69,1,12,,, +papela01,1911,1,BOS,AL,10,8,27,19,10,1,0,529,167,48,3,63,49,0.26,2.45,,2,4,1,699,4,68,,, +parsoji01,1911,1,BSN,NL,0,1,7,0,0,0,0,75,36,18,2,15,7,0.37,6.48,,0,4,0,115,7,30,,, +peltyba01,1911,1,SLA,AL,7,15,28,22,18,1,0,591,197,65,4,69,59,0.26,2.97,,3,4,0,815,5,87,,, +perduhu01,1911,1,BSN,NL,6,10,24,19,9,0,1,412,180,76,10,41,40,0.32,4.98,,1,4,0,605,4,100,,, +pfeffbi01,1911,1,BSN,NL,7,5,26,6,4,1,2,291,116,51,3,57,24,0.3,4.73,,1,0,0,442,16,74,,, +pfeffje01,1911,1,SLA,AL,0,0,2,0,0,0,0,30,11,8,0,4,4,0.29,7.2,,0,0,0,41,2,11,,, +pfiesja01,1911,1,CHN,NL,1,4,6,5,3,0,0,101,34,15,0,18,15,0.26,4.01,,1,2,0,150,0,25,,, +phillde01,1911,1,PIT,NL,0,0,3,0,0,0,0,18,5,5,0,2,3,0.23,7.5,,0,0,0,23,2,5,,, +planked01,1911,1,PHA,AL,23,8,40,30,24,6,4,770,237,60,2,77,149,0.25,2.1,,5,14,0,1048,8,85,,, +powelja01,1911,1,SLA,AL,8,19,31,27,18,1,1,623,224,76,7,44,52,0.26,3.29,,2,7,0,906,4,120,,, +pucketr01,1911,1,PHI,NL,0,0,1,0,0,0,0,6,4,3,0,2,1,0.44,13.5,,0,1,0,12,1,3,,, +quinnja01,1911,1,NYA,AL,8,10,40,16,7,0,2,524,203,73,2,41,71,0.29,3.76,,2,4,0,728,19,111,,, +radebro01,1911,1,SLN,NL,0,0,2,1,0,0,0,30,6,3,0,4,1,0.17,2.7,,0,0,0,38,1,3,,, +raganpa01,1911,1,BRO,NL,4,3,22,7,5,1,1,281,81,22,0,31,39,0.25,2.11,,0,2,1,355,14,32,,, +raymobu01,1911,1,NY1,NL,6,4,17,9,4,1,0,245,73,30,1,33,39,0.24,3.31,,1,2,0,329,4,40,,, +reisibu01,1911,1,CLE,AL,0,1,2,1,1,0,0,39,13,9,1,3,6,0.27,6.23,,0,0,0,51,1,9,,, +reisja01,1911,1,SLN,NL,0,0,3,0,0,0,0,28,5,1,0,8,4,0.15,0.96,,0,0,0,40,2,3,,, +reulbed01,1911,1,CHN,NL,16,9,33,29,15,2,0,665,191,73,3,103,79,0.23,2.96,,4,4,0,938,4,97,,, +richile01,1911,1,CHN,NL,15,11,36,28,18,4,1,759,213,65,6,103,78,0.23,2.31,,2,2,0,1010,4,88,,, +richtre01,1911,1,CHN,NL,1,3,22,5,0,0,2,164,62,19,1,20,34,0.3,3.13,,3,3,0,225,12,30,,, +robinha01,1911,1,PIT,NL,0,1,5,0,0,0,0,39,13,4,0,5,8,0.28,2.77,,0,1,0,52,4,7,,, +rowanja01,1911,1,PHI,NL,2,4,12,6,2,0,0,137,59,24,3,20,17,0.31,4.73,,3,1,0,208,4,35,,, +rowanja01,1911,2,CHN,NL,0,0,1,0,0,0,0,6,1,1,0,2,0,0.14,4.5,,0,1,0,10,0,4,,, +ruckena01,1911,1,BRO,NL,22,18,48,33,23,5,4,947,255,95,12,110,190,0.22,2.71,,5,8,0,1273,14,102,,, +rudoldi01,1911,1,NY1,NL,0,0,1,0,0,0,0,6,2,2,0,0,0,0.25,9,,0,0,0,8,1,2,,, +russele01,1911,1,PHA,AL,0,3,7,2,0,0,0,95,45,27,1,18,7,0.35,7.67,,2,5,0,149,3,32,,, +ryanja02,1911,1,BRO,NL,0,1,3,1,0,0,0,18,9,2,1,4,1,0.37,3,,0,1,0,29,2,7,,, +sallesl01,1911,1,SLN,NL,15,9,36,30,18,1,3,735,234,75,6,64,74,0.25,2.76,,0,5,0,981,3,102,,, +scanldo01,1911,1,BRO,NL,3,10,22,15,3,0,1,341,101,46,2,69,45,0.25,3.64,,0,6,0,470,3,67,,, +scharbi01,1911,1,BRO,NL,5,15,39,22,10,1,4,586,190,78,4,91,77,0.26,3.59,,2,8,0,814,13,102,,, +schreba01,1911,1,CIN,NL,0,0,3,0,0,0,1,30,19,6,2,2,5,0.41,5.4,,0,0,0,48,3,11,,, +scottji01,1911,1,CHA,AL,14,11,39,26,13,3,0,666,195,59,3,81,128,0.24,2.39,,4,4,0,899,7,82,,, +sherrfr01,1911,1,WS1,AL,0,4,10,3,2,0,0,157,63,25,1,19,20,0.31,4.3,,1,0,1,222,6,40,,, +shultto01,1911,1,PHI,NL,0,3,5,3,2,0,0,75,30,26,5,15,9,0.3,9.36,,2,4,0,118,2,28,,, +slapncy01,1911,1,CHN,NL,0,2,3,2,1,0,0,72,21,9,0,7,10,0.23,3.38,,0,3,0,99,1,12,,, +smithch02,1911,1,BOS,AL,0,0,1,1,0,0,0,6,2,2,1,1,0,0.25,9,,0,0,0,9,0,3,,, +smithch02,1911,2,CHN,NL,3,2,7,5,3,1,0,114,31,6,0,7,11,0.22,1.42,,0,1,0,144,1,11,,, +smithfr03,1911,1,BOS,AL,0,0,1,1,0,0,0,7,6,4,0,3,1,0.5,15.43,,2,0,0,15,0,4,,, +smithfr03,1911,2,CIN,NL,10,14,34,18,10,0,1,529,198,78,1,55,67,0.28,3.98,,2,3,1,742,14,112,,, +smithja01,1911,1,PHI,NL,0,0,2,0,0,0,0,15,3,0,0,2,1,0.17,0,,0,0,0,19,2,0,,, +smithsh01,1911,1,PIT,NL,0,0,1,0,0,0,0,2,4,4,0,1,0,0.66,54,,0,0,0,7,1,5,,, +stacked01,1911,1,PHI,NL,5,5,13,10,5,0,0,233,67,31,3,41,36,0.23,3.59,,2,6,0,333,1,48,,, +standpe01,1911,1,SLN,NL,0,0,2,0,0,0,0,14,10,5,0,4,3,0.43,9.64,,0,1,0,28,0,10,,, +stanlbu01,1911,1,PHI,NL,0,0,4,0,0,0,0,34,14,8,0,9,5,0.32,6.35,,1,0,0,52,2,11,,, +steelbi01,1911,1,SLN,NL,18,19,43,34,23,1,3,862,287,119,8,113,115,0.26,3.73,,7,10,0,1189,8,153,,, +steelel01,1911,1,PIT,NL,9,9,31,16,7,2,2,498,153,48,5,31,52,0.25,2.6,,0,4,2,632,11,65,,, +steelel01,1911,2,BRO,NL,0,0,5,2,0,0,0,69,24,8,0,5,9,0.25,3.13,,1,0,0,98,2,10,,, +suggsge01,1911,1,CIN,NL,15,13,36,29,17,1,0,782,258,87,3,79,91,0.26,3,,5,10,0,1050,7,110,,, +summeed01,1911,1,DET,AL,11,11,30,20,13,0,1,538,189,73,3,51,65,0.27,3.66,,3,11,0,751,9,108,,, +swindjo01,1911,1,CLE,AL,0,1,4,1,1,0,0,52,19,4,0,4,6,0.25,2.08,,1,1,0,79,3,9,,, +tanneje01,1911,1,CIN,NL,0,0,1,0,0,0,0,13,6,3,0,3,1,0.31,6.23,,0,0,0,22,1,7,,, +taylowi01,1911,1,DET,AL,0,2,3,2,1,0,0,57,18,8,0,10,9,0.24,3.79,,4,1,0,84,1,11,,, +thomabl01,1911,1,BOS,AL,0,0,2,2,0,0,0,14,3,0,0,7,0,0.27,0,,0,1,0,19,0,2,,, +thompfu01,1911,1,BSN,NL,0,0,3,0,0,0,0,14,5,2,0,2,0,0.29,3.86,,0,0,0,19,2,4,,, +toneyfr01,1911,1,CHN,NL,1,1,18,4,1,0,0,201,55,18,2,35,27,0.22,2.42,,4,5,0,280,9,36,,, +tylerle01,1911,1,BSN,NL,7,10,28,20,10,1,0,496,150,93,11,109,90,0.24,5.06,,5,10,2,737,4,118,,, +vaughhi01,1911,1,NYA,AL,8,10,26,18,11,0,0,437,158,71,2,54,74,0.28,4.39,,4,7,1,618,3,92,,, +walkedi01,1911,1,WS1,AL,8,13,32,24,15,2,0,557,205,70,2,50,65,0.28,3.39,,5,8,0,775,6,103,,, +walshed01,1911,1,CHA,AL,27,18,56,37,33,5,4,1106,327,91,4,72,255,0.23,2.22,,8,7,1,1480,19,125,,, +walshji01,1911,1,PHI,NL,0,1,1,0,0,0,0,8,7,4,1,1,1,0.5,13.5,,0,0,0,15,0,8,,, +warhoja01,1911,1,NYA,AL,12,13,31,25,17,1,0,629,239,97,6,44,71,0.28,4.16,,3,15,0,896,5,120,,, +weaveor01,1911,1,CHN,NL,2,2,6,4,1,1,0,131,29,10,0,17,20,0.19,2.06,,1,4,0,169,2,12,,, +weaveor01,1911,2,BSN,NL,3,12,27,17,4,0,0,363,140,87,9,84,50,0.3,6.47,,4,7,0,553,7,102,,, +westhi01,1911,1,CLE,AL,3,4,13,8,3,0,1,194,84,27,1,18,17,0.34,3.76,,0,3,0,266,5,35,,, +whitedo01,1911,1,CHA,AL,10,14,34,29,16,4,2,643,219,71,2,35,72,0.27,2.98,,4,9,1,852,5,91,,, +whiteki01,1911,1,PIT,NL,0,1,2,1,0,0,0,9,3,3,1,1,1,0.25,9,,1,0,0,13,1,4,,, +willeed01,1911,1,DET,AL,13,14,38,27,15,2,1,694,261,94,5,80,86,0.29,3.66,,5,14,0,978,7,136,,, +willijo01,1911,1,SLA,AL,0,1,1,1,0,0,0,21,8,4,0,3,0,0.3,5.14,,0,0,0,29,0,5,,, +willijo01,1911,2,SLN,NL,0,1,2,2,1,0,0,45,13,7,0,4,5,0.23,4.2,,1,0,0,60,0,9,,, +wiltsho01,1911,1,NY1,NL,12,9,30,24,11,4,0,562,177,68,7,39,92,0.25,3.27,,3,2,0,746,5,83,,, +woodbge01,1911,1,SLN,NL,1,5,11,6,1,0,0,115,22,23,0,40,23,0.16,5.4,,2,6,0,178,2,32,,, +woodjo02,1911,1,BOS,AL,23,17,44,33,25,5,3,827,226,62,2,76,231,0.22,2.02,,10,11,0,1102,11,113,,, +worksra01,1911,1,DET,AL,11,5,30,15,9,3,0,502,173,72,3,67,68,0.26,3.87,,7,6,0,719,10,93,,, +yinglea01,1911,1,CLE,AL,1,0,4,3,1,0,0,67,30,11,1,9,6,0.32,4.43,,0,1,0,102,0,17,,, +youngcy01,1911,1,CLE,AL,3,4,7,7,4,0,0,139,54,20,2,13,20,0.29,3.88,,1,1,0,200,0,28,,, +youngcy01,1911,2,BSN,NL,4,5,11,11,8,2,0,240,83,33,4,15,35,0.26,3.71,,5,3,0,337,0,47,,, +youngir01,1911,1,CHA,AL,5,6,24,11,3,1,2,278,99,45,2,25,40,0.22,4.37,,3,0,1,457,9,61,,, +zackege01,1911,1,SLN,NL,0,2,4,1,0,0,0,22,17,9,0,6,6,0.48,11.05,,0,0,0,41,2,13,,, +zmiched01,1911,1,SLN,NL,1,0,4,0,0,0,0,38,8,3,0,8,4,0.18,2.13,,1,1,0,53,4,5,,, +adamsba01,1912,1,PIT,NL,11,8,28,21,11,2,0,511,169,55,4,35,63,0.26,2.91,,0,3,0,704,5,73,,, +adamswi01,1912,1,SLA,AL,2,3,13,5,0,0,0,139,50,20,0,19,16,0.28,3.88,,3,2,0,197,8,32,,, +akersje01,1912,1,WS1,AL,1,1,5,1,0,0,0,61,24,11,1,15,11,0.3,4.87,,0,2,0,97,3,17,,, +alexape01,1912,1,PHI,NL,19,17,46,34,25,3,3,931,289,97,11,105,195,0.25,2.81,,5,6,0,1290,10,133,,, +allenfr01,1912,1,BRO,NL,3,9,20,15,5,1,0,327,119,44,1,57,58,0.28,3.63,,5,1,0,495,4,70,,, +allisma01,1912,1,SLA,AL,6,17,31,20,11,1,1,507,171,68,4,49,43,0.26,3.62,,7,6,1,691,7,102,,, +altroni01,1912,1,WS1,AL,0,1,1,0,0,0,0,3,1,2,0,2,0,0.2,18,,0,0,0,6,0,2,,, +amesre01,1912,1,NY1,NL,11,5,33,22,9,2,2,537,194,49,3,35,83,0.28,2.46,,9,4,0,744,8,82,,, +baderlo01,1912,1,NY1,NL,2,0,2,1,1,0,0,30,9,1,0,6,3,0.25,0.9,,1,1,0,46,0,2,,, +bagbyji01,1912,1,CIN,NL,2,1,5,1,0,0,0,52,17,6,2,9,10,0.27,3.12,,0,0,0,73,3,6,,, +bailebi01,1912,1,SLA,AL,0,1,3,2,0,0,0,32,15,11,0,10,2,0.34,9.28,,3,0,0,54,1,12,,, +bargecy01,1912,1,BRO,NL,1,9,16,11,6,0,0,282,120,57,4,42,30,0.32,5.46,,0,4,0,426,4,78,,, +barryha01,1912,1,PHA,AL,0,0,3,0,0,0,0,39,18,11,0,4,3,0.36,7.62,,1,1,0,55,2,11,,, +baskeji01,1912,1,CLE,AL,8,4,29,11,7,1,1,348,109,41,2,46,51,0.25,3.18,,3,7,0,485,17,50,,, +baumgge01,1912,1,SLA,AL,11,13,30,27,18,2,0,655,222,82,1,79,102,0.27,3.38,,2,11,0,901,3,101,,, +beckech01,1912,1,WS1,AL,0,0,4,0,0,0,0,27,8,3,0,6,5,0.25,3,,0,0,1,37,3,6,,, +bediehu01,1912,1,BOS,AL,20,9,41,28,19,0,2,693,206,75,6,55,122,0.24,2.92,,2,3,2,917,11,93,,, +bellra01,1912,1,CHA,AL,0,0,3,0,0,0,0,18,8,6,1,8,5,0.33,9,,0,0,0,32,2,7,,, +bendech01,1912,1,PHA,AL,13,8,27,19,12,1,2,513,169,52,1,33,90,0.27,2.74,,2,1,0,645,6,63,,, +bentoru01,1912,1,CIN,NL,18,20,50,39,22,2,2,906,316,104,2,118,162,0.27,3.1,,12,18,0,1302,9,143,,, +benzjo01,1912,1,CHA,AL,13,17,42,31,12,3,0,716,231,77,5,70,97,0.25,2.9,,8,8,0,966,6,107,,, +blandfr01,1912,1,CLE,AL,18,14,39,31,23,1,1,786,259,85,4,79,75,0.26,2.92,,3,3,0,1052,6,117,,, +boehlge01,1912,1,DET,AL,0,2,5,4,2,0,0,96,50,23,0,14,15,0.36,6.47,,0,2,0,149,0,31,,, +boehljo01,1912,1,WS1,AL,0,0,3,0,0,0,0,15,4,4,0,6,2,0.23,7.2,,2,2,0,25,2,4,,, +bradybi01,1912,1,BSN,NL,0,0,1,0,0,0,0,3,2,0,0,0,0,0.5,0,,0,0,0,4,1,0,,, +bradyki01,1912,1,BSN,NL,0,0,1,0,0,0,0,8,5,6,0,3,0,0.31,20.25,,0,0,0,15,1,6,,, +brennad01,1912,1,PHI,NL,11,9,27,19,13,1,2,522,185,69,4,49,78,0.27,3.57,,3,3,0,743,6,88,,, +brennbe01,1912,1,CLE,AL,1,0,2,1,1,0,0,39,14,4,0,4,3,0.28,2.77,,2,0,0,53,1,8,,, +brownbo01,1912,1,PHA,AL,13,11,34,24,15,3,0,597,204,81,2,87,64,0.28,3.66,,6,9,1,817,4,113,,, +brownbu01,1912,1,BSN,NL,4,15,31,21,12,0,0,505,146,75,7,66,68,0.23,4.01,,6,2,0,708,6,107,,, +browncu01,1912,1,SLA,AL,1,3,16,4,2,1,0,194,69,35,0,35,28,0.27,4.87,,3,3,0,287,11,56,,, +brownel01,1912,1,SLA,AL,5,8,23,13,2,1,0,361,122,40,2,42,45,0.28,2.99,,4,12,0,490,6,56,,, +brownmo01,1912,1,CHN,NL,5,6,15,8,5,2,0,266,92,26,2,20,34,0.27,2.64,,0,1,0,366,6,35,,, +burksa01,1912,1,BRO,NL,0,0,2,0,0,0,0,25,9,3,0,3,2,0.27,3.24,,1,0,0,36,2,3,,, +burksa01,1912,2,SLN,NL,1,3,12,4,2,0,1,134,37,12,0,12,17,0.23,2.42,,2,1,2,177,8,19,,, +burnsbi01,1912,1,DET,AL,1,4,6,5,2,0,0,116,52,23,0,9,6,0.33,5.35,,1,2,1,165,0,29,,, +busheja01,1912,1,BOS,AL,1,0,3,0,0,0,0,23,9,4,0,5,5,0.31,4.7,,2,0,0,34,1,4,,, +bushjo01,1912,1,PHA,AL,0,0,1,1,0,0,0,24,14,7,0,4,3,0.36,7.88,,0,0,0,42,0,10,,, +caldwra02,1912,1,NYA,AL,8,16,30,26,13,3,0,550,196,91,1,67,95,0.27,4.47,,6,6,1,781,3,111,,, +camniho01,1912,1,PIT,NL,22,12,41,32,22,2,2,830,256,87,8,82,121,0.25,2.83,,1,13,0,1142,9,104,,, +cashica01,1912,1,WS1,AL,10,6,26,17,13,1,1,511,150,60,4,103,84,0.25,3.17,,11,5,2,707,4,84,,, +chalmge01,1912,1,PHI,NL,3,4,12,8,3,0,0,173,64,21,4,37,22,0.29,3.28,,1,2,0,261,1,34,,, +chenela01,1912,1,CHN,NL,26,10,42,37,28,4,0,910,262,96,5,111,140,0.23,2.85,,18,7,0,1267,4,122,,, +cicoted01,1912,1,BOS,AL,1,3,9,6,2,0,0,138,58,29,0,15,20,0.31,5.67,,2,1,0,198,2,34,,, +cicoted01,1912,2,CHA,AL,9,7,20,18,13,1,0,456,159,48,3,37,70,0.27,2.84,,3,0,1,612,2,63,,, +coleki01,1912,1,CHN,NL,1,2,8,3,0,0,0,57,36,23,2,8,9,0.4,10.89,,0,2,0,100,4,26,,, +coleki01,1912,2,PIT,NL,2,2,12,4,2,0,0,147,61,35,1,18,11,0.33,6.43,,1,2,0,218,6,42,,, +collira01,1912,1,BOS,AL,13,8,27,24,17,4,0,598,192,56,4,42,82,0.25,2.53,,0,2,0,794,0,65,,, +coombja01,1912,1,PHA,AL,21,10,40,32,23,1,2,787,227,96,5,94,120,0.24,3.29,,1,10,0,1046,7,120,,, +coopewi01,1912,1,PIT,NL,3,0,6,4,3,2,0,114,32,7,1,15,30,0.22,1.66,,1,0,0,158,2,7,,, +cottren01,1912,1,CHN,NL,0,0,1,0,0,0,0,12,8,4,0,1,1,0.44,9,,1,0,0,19,1,4,,, +covelst01,1912,1,PHA,AL,2,1,5,2,2,1,0,63,18,8,0,4,9,0.23,3.43,,1,1,0,83,2,9,,, +covinte01,1912,1,DET,AL,3,4,14,9,2,1,0,190,58,29,0,30,19,0.25,4.12,,5,3,0,262,3,33,,, +crabbro01,1912,1,CHA,AL,0,1,2,1,0,0,0,26,6,1,0,4,3,0.21,1.04,,0,0,0,32,1,2,,, +crabbro01,1912,2,PHA,AL,2,4,7,7,3,0,0,130,48,18,0,17,12,0.28,3.74,,2,4,0,188,0,22,,, +cramebi01,1912,1,CIN,NL,0,0,1,0,0,0,0,7,6,0,0,0,2,0.5,0,,1,0,0,15,0,6,,, +cranddo01,1912,1,NY1,NL,13,7,37,10,7,0,2,486,181,65,7,35,60,0.28,3.61,,0,2,0,688,25,85,,, +curticl01,1912,1,PHI,NL,2,5,10,8,2,0,0,150,55,18,3,17,20,0.28,3.24,,1,4,0,224,1,30,,, +curticl01,1912,2,BRO,NL,4,7,19,9,3,0,1,240,72,35,4,37,22,0.25,3.94,,1,6,0,346,8,44,,, +dalege01,1912,1,SLN,NL,0,5,19,3,1,0,0,185,76,45,4,51,37,0.31,6.57,,5,3,0,314,9,58,,, +danfoda01,1912,1,PHA,AL,0,0,3,0,0,0,0,61,26,9,0,12,8,0.33,3.98,,0,0,0,89,3,14,,, +daussho01,1912,1,DET,AL,1,1,2,2,2,0,0,51,11,6,0,9,7,0.18,3.18,,0,3,0,71,0,7,,, +davisdi01,1912,1,CIN,NL,0,1,7,0,0,0,0,80,25,8,0,16,12,0.25,2.7,,0,1,0,120,6,17,,, +davisge02,1912,1,NYA,AL,1,4,10,7,5,0,0,162,61,39,3,28,22,0.29,6.5,,2,3,0,239,2,43,,, +delhifl01,1912,1,CHA,AL,0,0,1,0,0,0,0,9,7,3,0,3,2,0.41,9,,0,0,0,20,1,6,,, +dellwh01,1912,1,SLN,NL,0,0,3,0,0,0,0,7,3,3,0,3,0,0.18,11.57,,0,0,0,13,2,3,,, +demaral01,1912,1,NY1,NL,1,0,2,2,1,1,0,48,17,3,0,2,11,0.28,1.69,,0,0,0,65,0,3,,, +dented01,1912,1,BRO,NL,0,0,1,0,0,0,0,3,4,4,0,1,1,0.57,36,,0,0,0,8,1,4,,, +dickswa01,1912,1,BSN,NL,3,19,36,20,9,1,1,567,233,81,2,61,47,0.32,3.86,,4,3,0,825,11,123,,, +doakbi01,1912,1,CIN,NL,0,0,1,1,0,0,0,6,4,1,0,1,0,0.44,4.5,,0,0,0,10,0,2,,, +donaled01,1912,1,CIN,NL,1,0,1,0,0,0,0,12,7,2,0,0,1,0.43,4.5,,0,0,0,17,0,2,,, +donneed01,1912,1,BSN,NL,5,10,37,18,10,0,0,553,225,89,10,72,67,0.3,4.35,,10,5,3,838,12,127,,, +donovbi01,1912,1,DET,AL,1,0,3,1,0,0,0,30,5,1,0,2,6,0.14,0.9,,0,1,0,37,2,2,,, +douglph01,1912,1,CHA,AL,0,1,3,1,0,0,0,37,21,10,0,6,7,0.38,7.3,,0,0,0,61,1,17,,, +drucklo01,1912,1,NY1,NL,0,0,1,0,0,0,1,6,5,3,0,1,0,0.41,13.5,,0,0,0,13,1,4,,, +dubucje01,1912,1,DET,AL,17,10,37,26,23,2,3,750,217,77,2,109,97,0.23,2.77,,16,7,0,1038,9,106,,, +engeljo01,1912,1,WS1,AL,2,5,17,10,2,0,1,225,70,33,2,50,29,0.25,3.96,,1,4,0,331,7,41,,, +ewingbo01,1912,1,SLN,NL,0,0,1,1,0,0,0,4,2,0,0,1,0,0.33,0,,0,0,0,7,0,0,,, +ferryja01,1912,1,PIT,NL,2,0,11,3,1,1,1,117,33,13,1,23,10,0.23,3,,2,1,0,170,6,21,,, +finneha01,1912,1,PHI,NL,0,2,14,4,0,0,1,139,50,13,2,10,10,0.28,2.53,,2,1,0,194,8,27,,, +fishera01,1912,1,NYA,AL,2,8,17,13,5,0,0,271,107,59,2,32,47,0.31,5.88,,5,2,0,377,2,70,,, +fletcsa01,1912,1,CIN,NL,0,0,2,0,0,0,0,29,15,13,1,11,3,0.36,12.1,,0,0,0,53,2,15,,, +fordru01,1912,1,NYA,AL,13,21,36,35,30,0,0,875,317,115,10,79,112,0.28,3.55,,3,5,2,1265,1,165,,, +frilljo01,1912,1,SLA,AL,0,1,3,3,0,0,0,13,16,10,1,1,2,0.57,20.77,,0,1,0,30,0,11,,, +frilljo01,1912,2,CIN,NL,1,0,3,2,0,0,0,45,19,10,0,1,4,0.34,6,,0,2,0,64,1,11,,, +frommar01,1912,1,CIN,NL,16,18,43,37,23,3,0,888,285,90,7,88,120,0.26,2.74,,4,11,0,1233,5,126,,, +gallibe01,1912,1,WS1,AL,0,0,2,0,0,0,0,6,0,0,0,3,0,0,0,,0,0,0,9,1,0,,, +gardnha01,1912,1,PIT,NL,0,0,1,0,0,0,0,1,3,0,0,1,0,0.5,0,,0,0,0,7,0,6,,, +gaspaha01,1912,1,CIN,NL,1,3,7,6,2,0,0,110,38,17,0,16,13,0.27,4.17,,0,1,0,160,1,21,,, +georgle01,1912,1,CLE,AL,0,5,11,5,2,0,0,133,69,24,1,18,18,0.37,4.87,,1,2,0,205,5,40,,, +geyerru01,1912,1,SLN,NL,7,14,41,18,5,0,0,543,191,66,4,84,61,0.28,3.28,,0,4,0,783,18,110,,, +goulate01,1912,1,NY1,NL,0,0,1,1,1,0,0,21,11,5,0,4,6,0.36,6.43,,1,0,0,34,0,6,,, +greggve01,1912,1,CLE,AL,20,13,37,34,26,1,2,814,242,78,4,90,184,0.24,2.59,,9,10,0,1083,3,99,,, +gregofr01,1912,1,CIN,NL,2,0,4,2,1,0,0,47,19,8,0,7,4,0.29,4.6,,1,0,0,74,2,12,,, +griffcl01,1912,1,WS1,AL,0,0,1,0,0,0,0,0,1,1,1,0,0,1,,,0,0,0,1,0,1,,, +griffha01,1912,1,BSN,NL,0,0,3,0,0,0,0,5,3,5,0,3,0,0.75,27,,2,1,0,10,1,5,,, +grineda01,1912,1,SLN,NL,3,4,12,7,2,0,0,162,59,19,3,15,20,0.27,3.17,,0,3,0,234,5,35,,, +groombo01,1912,1,WS1,AL,24,13,43,40,28,2,1,948,287,92,3,94,179,0.24,2.62,,6,5,0,1266,2,133,,, +hagemca01,1912,1,BOS,AL,0,0,2,1,0,0,0,4,5,4,0,3,1,0.5,27,,0,0,0,13,1,5,,, +hallch02,1912,1,BOS,AL,15,8,34,20,9,2,2,573,178,64,3,70,83,0.25,3.02,,0,4,0,766,12,85,,, +hamilea01,1912,1,SLA,AL,11,14,41,26,17,1,2,749,228,90,2,86,139,0.24,3.24,,6,9,0,1013,9,117,,, +harmobo01,1912,1,SLN,NL,18,18,43,34,15,3,0,804,284,117,4,116,73,0.28,3.93,,6,3,0,1171,8,156,,, +harresl01,1912,1,PHA,AL,0,0,1,0,0,0,0,9,4,0,0,0,1,0.36,0,,0,0,0,11,1,0,,, +hartefr01,1912,1,CIN,NL,1,2,6,3,1,0,0,88,25,10,1,11,12,0.23,3.07,,2,0,0,122,3,16,,, +hendrcl01,1912,1,PIT,NL,24,9,39,32,25,4,1,866,256,83,6,105,176,0.24,2.59,,7,9,0,1183,6,110,,, +herrihe01,1912,1,WS1,AL,0,0,1,0,0,0,0,3,1,0,0,1,0,0.25,0,,0,0,0,5,1,0,,, +hessot01,1912,1,BSN,NL,12,17,33,31,21,0,0,762,270,106,3,90,80,0.28,3.76,,4,15,2,1090,2,142,,, +hoffch01,1912,1,NYA,AL,0,1,5,1,0,0,0,47,20,12,0,6,14,0.3,6.89,,2,0,0,72,2,14,,, +hoggbr01,1912,1,BSN,NL,1,1,10,1,0,0,1,93,37,24,2,16,12,0.3,6.97,,5,2,0,146,5,32,,, +horseha01,1912,1,CIN,NL,0,0,1,0,0,0,0,12,14,10,0,3,0,0.6,22.5,,0,0,0,27,1,12,,, +houckby01,1912,1,PHA,AL,8,8,30,17,10,0,1,542,148,59,1,74,75,0.23,2.94,,7,12,0,718,10,79,,, +howelro01,1912,1,SLN,NL,0,0,3,0,0,0,0,5,5,5,0,5,0,0.55,27,,0,0,0,14,0,5,,, +hugheto01,1912,1,WS1,AL,13,10,31,26,11,1,0,588,201,64,8,78,108,0.27,2.94,,4,6,1,828,5,99,,, +humphbe01,1912,1,CIN,NL,9,11,30,15,9,2,2,476,162,57,6,36,58,0.27,3.23,,1,8,1,669,12,77,,, +jamesbi01,1912,1,CLE,AL,0,0,3,0,0,0,0,41,15,7,0,9,5,0.28,4.61,,0,0,0,61,1,11,,, +jamesle01,1912,1,CLE,AL,0,1,3,1,0,0,1,18,8,5,0,4,2,0.34,7.5,,0,2,0,29,1,9,,, +jensewi01,1912,1,DET,AL,1,2,5,4,1,0,0,99,43,15,1,18,8,0.33,4.09,,1,2,0,109,1,15,,, +johnswa01,1912,1,WS1,AL,33,12,50,37,34,7,2,1107,259,57,2,76,303,0.19,1.39,,11,16,0,1426,13,89,,, +johnswa02,1912,1,CHA,AL,0,0,3,0,0,0,0,35,11,5,0,7,7,0.26,3.86,,1,2,0,60,2,6,,, +jordari01,1912,1,CHA,AL,0,0,4,0,0,0,0,37,13,7,2,3,1,0.28,5.11,,0,0,0,39,1,8,,, +kahlege01,1912,1,CLE,AL,12,19,41,32,17,3,1,739,263,101,1,121,104,0.29,3.69,,4,11,0,1035,8,135,,, +keatira01,1912,1,NYA,AL,0,3,6,5,3,0,0,107,36,23,0,18,21,0.26,5.8,,1,1,0,155,1,27,,, +keefebo01,1912,1,CIN,NL,1,3,17,6,0,0,2,206,78,40,0,33,29,0.28,5.24,,2,4,0,313,7,52,,, +kentma01,1912,1,BRO,NL,5,5,20,9,2,1,0,279,107,50,3,46,24,0.29,4.84,,1,1,0,424,11,74,,, +kirbyla01,1912,1,NY1,NL,1,0,3,1,1,0,0,33,13,7,1,6,2,0.29,5.73,,1,1,0,52,2,7,,, +knetzel01,1912,1,BRO,NL,7,9,33,16,4,1,0,421,135,71,6,70,61,0.25,4.55,,5,4,1,615,10,86,,, +krappge01,1912,1,CLE,AL,2,5,9,7,4,0,0,176,57,30,0,42,22,0.27,4.6,,6,4,1,255,1,37,,, +krausha01,1912,1,PHA,AL,0,2,4,2,0,0,0,16,10,8,0,2,3,0.43,13.5,,0,1,0,26,0,8,,, +krausha01,1912,2,CLE,AL,0,1,2,2,0,0,0,14,11,6,0,2,1,0.5,11.57,,0,0,0,24,0,6,,, +krohru01,1912,1,BSN,NL,0,0,3,1,0,0,0,19,8,2,0,6,1,0.36,2.84,,1,0,0,28,2,2,,, +lafited01,1912,1,DET,AL,0,0,1,0,0,0,0,5,2,3,0,2,0,0.33,16.2,,1,0,0,8,0,4,,, +lakejo01,1912,1,SLA,AL,1,7,11,6,4,0,0,171,70,28,0,16,28,0.31,4.42,,0,1,0,240,4,41,,, +lakejo01,1912,2,DET,AL,9,11,26,14,11,0,1,488,190,56,3,39,86,0.29,3.1,,1,3,0,683,9,94,,, +lamlifr01,1912,1,CHA,AL,0,0,1,0,0,0,0,6,7,7,0,2,1,0.58,31.5,,3,0,0,14,1,7,,, +langefr01,1912,1,CHA,AL,10,10,31,20,11,2,3,496,165,60,4,68,96,0.27,3.27,,5,4,1,695,9,85,,, +lavenji01,1912,1,CHN,NL,16,13,42,31,15,3,3,755,240,85,8,89,109,0.25,3.04,,3,10,0,1057,7,116,,, +leifile01,1912,1,PIT,NL,1,2,6,1,1,1,0,71,29,11,0,10,8,0.3,4.18,,0,2,0,112,2,15,,, +leifile01,1912,2,CHN,NL,7,2,13,9,4,1,0,212,68,19,0,21,23,0.25,2.42,,0,3,0,296,3,26,,, +lowdegr01,1912,1,CHN,NL,0,1,2,1,1,0,0,39,17,14,1,14,8,0.3,9.69,,1,0,1,72,1,18,,, +lowdelo01,1912,1,SLN,NL,1,1,4,1,1,0,1,45,14,5,0,9,2,0.24,3,,1,0,0,69,3,8,,, +maddele01,1912,1,CHN,NL,0,1,6,2,0,0,0,37,16,4,1,9,5,0.3,2.92,,1,1,0,65,2,10,,, +marquru01,1912,1,NY1,NL,26,11,43,38,22,1,1,884,286,84,9,80,175,0.25,2.57,,8,3,0,1230,4,112,,, +marshru01,1912,1,PHI,NL,0,1,2,1,0,0,0,9,12,7,0,1,2,0.63,21,,0,0,0,23,1,11,,, +martido01,1912,1,PHA,AL,0,0,2,0,0,0,0,13,5,5,0,5,4,0.33,10.38,,0,1,0,21,0,5,,, +mathech01,1912,1,NY1,NL,23,12,43,34,27,0,4,930,311,73,6,34,134,0.26,2.12,,3,2,0,1263,9,107,,, +matteal01,1912,1,BSN,NL,0,1,2,1,0,0,0,19,10,5,0,1,3,0.31,7.11,,0,0,0,35,1,9,,, +mayerer01,1912,1,PHI,NL,0,1,7,1,0,0,0,64,27,15,1,7,5,0.31,6.33,,0,0,0,95,2,15,,, +mcconge01,1912,1,NYA,AL,8,12,23,20,19,0,0,530,172,54,3,52,91,0.26,2.75,,6,4,0,716,3,94,,, +mcgehpa01,1912,1,DET,AL,0,0,1,1,0,0,0,0,1,0,0,1,0,1,,,0,0,0,2,0,0,,, +mcgraho01,1912,1,CIN,NL,1,0,4,0,0,0,0,57,22,15,2,7,5,0.29,7.11,,0,1,0,85,3,17,,, +mcintha01,1912,1,CHN,NL,1,2,4,3,2,0,0,71,22,10,0,6,8,0.25,3.8,,1,0,0,95,0,11,,, +mctigbi01,1912,1,BSN,NL,2,0,10,1,1,0,0,104,39,21,0,18,17,0.28,5.45,,2,0,0,155,6,26,,, +mitchro01,1912,1,SLA,AL,3,4,13,7,5,0,0,186,81,32,2,17,22,0.32,4.65,,2,4,0,272,5,36,,, +mitchwi01,1912,1,CLE,AL,5,8,29,15,8,0,1,491,149,51,0,56,94,0.24,2.8,,10,7,1,685,8,88,,, +mogrige01,1912,1,CHA,AL,3,4,17,8,2,0,3,194,69,29,2,15,31,0.26,4.04,,1,1,0,277,5,32,,, +mooreea01,1912,1,PHI,NL,9,14,31,24,10,1,0,547,186,67,3,77,79,0.27,3.31,,1,7,0,777,5,101,,, +moorege02,1912,1,CIN,NL,0,1,5,2,0,0,1,44,17,8,0,11,6,0.3,4.91,,0,2,0,70,3,11,,, +moranha01,1912,1,DET,AL,0,1,5,2,1,0,0,44,19,8,1,12,3,0.33,4.91,,1,2,0,70,2,14,,, +morgacy01,1912,1,PHA,AL,3,8,16,14,5,0,0,281,75,39,0,51,47,0.22,3.75,,3,5,0,388,1,56,,, +moronji01,1912,1,CHN,NL,1,1,10,3,1,0,1,71,25,12,0,17,5,0.31,4.56,,0,4,0,106,3,13,,, +mullige01,1912,1,DET,AL,12,17,30,29,22,2,0,678,214,89,3,92,88,0.25,3.54,,3,9,0,968,0,112,,, +mussepa01,1912,1,WS1,AL,0,0,7,2,0,0,2,62,16,6,0,16,10,0.22,2.61,,1,2,0,89,2,7,,, +napiebu01,1912,1,SLA,AL,1,2,7,2,0,0,0,76,33,14,0,5,10,0.31,4.97,,1,3,0,112,3,21,,, +neherji01,1912,1,CLE,AL,0,0,1,0,0,0,0,3,0,0,0,0,0,0,0,,0,0,0,3,1,0,,, +nelsore01,1912,1,SLA,AL,0,2,8,3,0,0,1,54,21,14,0,13,9,0.31,7,,1,0,0,79,4,14,,, +nelsore01,1912,2,PHI,NL,2,0,4,2,1,0,0,58,25,8,2,6,2,0.3,3.72,,0,2,0,91,2,10,,, +nichofr01,1912,1,PHI,NL,0,0,2,0,0,0,0,12,8,3,1,2,1,0.47,6.75,,0,0,0,19,1,3,,, +obriebu01,1912,1,BOS,AL,20,13,37,34,25,2,0,827,237,79,3,90,115,0.23,2.58,,5,10,1,1100,2,107,,, +otoolma01,1912,1,PIT,NL,15,17,37,36,17,5,0,826,237,83,4,159,150,0.24,2.71,,2,2,2,1170,1,110,,, +package01,1912,1,CIN,NL,1,0,1,1,1,0,0,27,7,3,0,4,2,0.2,3,,0,0,0,38,0,3,,, +papela01,1912,1,BOS,AL,1,1,13,2,1,0,1,146,74,27,0,16,17,0.36,4.99,,1,2,0,220,8,36,,, +pearcge01,1912,1,CHN,NL,0,0,3,2,0,0,0,44,15,9,0,12,9,0.18,5.52,,0,0,0,66,1,13,,, +peltyba01,1912,1,SLA,AL,1,5,6,6,2,0,0,116,43,24,0,15,10,0.29,5.59,,1,3,0,163,0,27,,, +peltyba01,1912,2,WS1,AL,1,4,11,4,1,0,0,131,40,16,0,10,15,0.25,3.3,,0,4,0,174,6,18,,, +pennohe01,1912,1,PHA,AL,1,2,17,2,1,0,2,150,48,25,1,30,38,0.26,4.5,,2,3,0,216,11,31,,, +perduhu01,1912,1,BSN,NL,13,16,37,30,20,1,3,747,295,105,11,54,101,0.3,3.8,,1,2,0,1062,4,135,,, +pernohu01,1912,1,DET,AL,0,0,3,0,0,0,0,27,9,6,0,4,3,0.26,6,,1,0,0,38,1,6,,, +perripo01,1912,1,SLN,NL,1,1,6,3,1,0,0,93,25,11,0,10,13,0.24,3.19,,0,0,0,119,2,16,,, +peterru01,1912,1,CHA,AL,5,6,28,11,4,0,0,326,134,50,2,33,39,0.3,4.14,,2,6,1,473,12,72,,, +planked01,1912,1,PHA,AL,26,6,37,30,23,5,2,779,234,64,1,83,110,0.24,2.22,,5,6,1,1073,6,90,,, +powelbi01,1912,1,CHN,NL,0,0,1,0,0,0,0,6,2,2,0,1,0,0.25,9,,0,0,0,9,1,2,,, +powelja01,1912,1,SLA,AL,9,17,32,27,19,0,0,706,248,81,5,52,67,0.27,3.1,,5,3,0,952,4,117,,, +prougbi01,1912,1,CIN,NL,0,0,1,0,0,0,0,9,7,2,0,1,0,0.53,6,,0,0,0,15,0,5,,, +quinnja01,1912,1,NYA,AL,5,7,18,11,7,0,0,308,139,66,4,23,47,0.32,5.79,,3,4,0,455,4,89,,, +raganpa01,1912,1,BRO,NL,7,18,36,26,12,1,1,624,211,84,7,65,101,0.27,3.63,,2,4,0,884,7,101,,, +reddiph01,1912,1,SLN,NL,2,1,3,3,2,0,0,76,31,14,2,11,9,0.31,4.97,,0,0,0,112,0,17,,, +remneal01,1912,1,DET,AL,0,0,1,0,0,0,0,5,5,5,0,0,0,0.45,27,,0,0,0,11,1,5,,, +reulbed01,1912,1,CHN,NL,10,6,39,19,8,0,4,507,161,71,7,60,75,0.25,3.78,,1,8,0,708,14,86,,, +richile01,1912,1,CHN,NL,16,8,39,27,15,4,0,714,222,78,5,74,69,0.26,2.95,,3,6,1,973,8,102,,, +ritteha01,1912,1,PHI,NL,0,0,3,0,0,0,0,18,5,3,0,5,1,0.19,4.5,,0,0,0,32,1,5,,, +rixeyep01,1912,1,PHI,NL,10,10,23,20,10,3,0,486,147,45,2,54,59,0.25,2.5,,8,2,2,650,3,57,,, +robinha01,1912,1,PIT,NL,12,7,33,16,11,0,2,525,146,44,3,30,79,0.23,2.26,,2,10,1,675,15,54,,, +ruckena01,1912,1,BRO,NL,18,21,45,34,23,6,4,893,272,73,6,72,151,0.25,2.21,,6,3,1,1201,11,101,,, +russele01,1912,1,PHA,AL,0,2,5,2,1,0,0,52,18,14,1,14,9,0.26,7.27,,0,3,0,85,0,20,,, +sallesl01,1912,1,SLN,NL,16,17,48,32,20,3,6,882,289,85,6,72,108,0.26,2.6,,5,6,1,1203,13,122,,, +salmoro01,1912,1,PHA,AL,1,0,2,1,0,0,0,15,7,5,0,4,5,0.31,9,,0,0,0,26,0,5,,, +schaege01,1912,1,WS1,AL,0,0,1,0,0,0,0,2,1,0,0,0,0,0.33,0,,0,0,0,3,0,0,,, +scharbi01,1912,1,BRO,NL,0,1,7,0,0,0,1,62,25,10,1,6,7,0.32,4.35,,0,2,0,91,6,13,,, +schegle01,1912,1,WS1,AL,0,0,2,1,0,0,0,16,7,2,0,4,3,0.33,3.38,,1,0,0,25,1,5,,, +schulal01,1912,1,NYA,AL,1,1,3,1,1,0,0,49,11,4,0,11,8,0.18,2.2,,2,0,0,71,2,8,,, +scottji01,1912,1,CHA,AL,2,2,6,4,2,1,0,113,36,9,0,15,23,0.26,2.15,,1,1,0,152,1,16,,, +seatoto01,1912,1,PHI,NL,16,12,44,27,16,2,2,765,246,93,8,106,118,0.26,3.28,,9,9,0,1080,14,126,,, +shearge01,1912,1,NYA,AL,0,0,4,0,0,0,0,45,24,9,1,11,9,0.36,5.4,,0,0,0,77,4,18,,, +shoreer01,1912,1,NY1,NL,0,0,1,0,0,0,1,3,8,3,1,1,1,0.66,27,,0,0,0,13,1,10,,, +shultto01,1912,1,PHI,NL,1,4,22,4,1,0,1,177,75,30,2,35,20,0.33,4.58,,5,3,0,275,13,44,,, +smithch02,1912,1,CHN,NL,7,4,20,5,1,0,1,282,92,44,2,31,47,0.26,4.21,,1,3,0,396,12,56,,, +smithdo01,1912,1,BOS,AL,0,0,1,0,0,0,0,9,4,1,0,0,1,0.36,3,,0,0,0,11,1,1,,, +smithfr03,1912,1,CIN,NL,1,1,7,3,1,0,0,68,34,16,1,15,5,0.37,6.35,,1,0,0,112,2,25,,, +smithha05,1912,1,CHA,AL,1,0,1,1,0,0,0,15,6,1,0,0,1,0.33,1.8,,0,0,0,18,0,1,,, +smithsh01,1912,1,PIT,NL,0,0,3,0,0,0,1,12,6,3,0,1,3,0.6,6.75,,0,0,0,18,2,3,,, +sommeru01,1912,1,CHN,NL,0,1,1,0,0,0,0,9,4,1,0,2,2,0.33,3,,0,0,0,15,0,3,,, +spencha01,1912,1,SLA,AL,0,0,1,0,0,0,0,5,2,0,0,0,0,0.28,0,,0,0,0,7,1,2,,, +stacked01,1912,1,BRO,NL,7,5,28,17,4,0,1,426,139,53,3,55,45,0.26,3.36,,2,9,0,605,11,80,,, +steelbi01,1912,1,SLN,NL,9,13,40,25,7,0,2,582,245,101,5,66,67,0.32,4.69,,6,7,0,870,10,143,,, +steenbi01,1912,1,CLE,AL,9,8,26,16,6,1,0,430,163,60,3,45,61,0.29,3.77,,3,1,0,593,4,75,,, +suggsge01,1912,1,CIN,NL,19,16,42,36,25,5,3,909,320,99,6,56,104,0.27,2.94,,5,11,1,1256,6,132,,, +summeed01,1912,1,DET,AL,1,1,3,3,1,0,0,50,16,9,1,3,5,0.25,4.86,,0,0,0,67,0,10,,, +taylobe01,1912,1,CIN,NL,0,0,2,0,0,0,0,17,9,2,0,3,2,0.36,3.18,,0,1,0,30,1,7,,, +taylowi01,1912,1,CHA,AL,0,1,3,3,0,0,0,60,21,11,0,14,4,0.3,4.95,,0,0,0,82,0,12,,, +tesreje01,1912,1,NY1,NL,17,7,36,28,19,3,1,729,177,53,2,106,119,0.2,1.96,,6,10,0,1005,5,90,,, +thompto01,1912,1,NYA,AL,0,2,7,2,1,0,0,98,43,22,0,13,15,0.34,6.06,,2,3,1,142,5,32,,, +tompkch01,1912,1,CIN,NL,0,0,1,0,0,0,0,9,5,0,0,0,1,0.35,0,,0,0,0,14,1,1,,, +toneyfr01,1912,1,CHN,NL,1,2,9,2,0,0,0,72,21,14,0,11,9,0.24,5.25,,2,1,0,100,4,19,,, +traveal01,1912,1,DET,AL,0,1,1,1,1,0,0,24,26,14,0,7,1,0.6,15.75,,0,0,0,50,0,24,,, +troybu01,1912,1,DET,AL,0,1,1,1,0,0,0,20,9,4,0,3,1,0.34,5.4,,0,1,0,30,0,4,,, +tylerle01,1912,1,BSN,NL,12,22,42,29,15,1,0,769,262,119,8,126,144,0.27,4.18,,13,10,0,1119,10,150,,, +vandybe01,1912,1,BOS,AL,0,0,3,1,0,0,0,43,13,5,0,7,8,0.24,3.14,,1,1,0,61,2,10,,, +vaughhi01,1912,1,NYA,AL,2,8,15,10,5,1,0,189,66,36,1,37,46,0.26,5.14,,3,1,0,288,3,48,,, +vaughhi01,1912,2,WS1,AL,4,3,12,8,4,0,0,243,75,26,0,43,49,0.25,2.89,,8,4,0,343,4,33,,, +vernojo01,1912,1,CHN,NL,0,0,1,0,0,0,0,12,4,5,0,6,1,0.28,11.25,,2,1,0,21,1,6,,, +walkedi01,1912,1,WS1,AL,3,6,9,8,5,0,0,180,72,35,2,18,29,0.3,5.25,,2,4,1,262,1,40,,, +walkemy01,1912,1,CLE,AL,0,0,1,0,0,0,0,3,0,0,0,1,0,0,0,,1,0,0,5,1,0,,, +walkero01,1912,1,CLE,AL,0,0,1,0,0,0,0,6,0,0,0,2,1,0,0,,0,0,0,8,1,0,,, +wallahu01,1912,1,PHI,NL,0,0,4,0,0,0,0,14,7,0,0,4,4,0.35,0,,1,0,0,24,3,5,,, +walshed01,1912,1,CHA,AL,27,17,62,41,32,6,10,1179,332,94,6,94,254,0.23,2.15,,10,2,5,1564,18,125,,, +warhoja01,1912,1,NYA,AL,10,19,39,22,16,0,3,774,256,82,3,59,110,0.26,2.86,,2,16,0,1039,15,120,,, +warneed01,1912,1,PIT,NL,1,1,11,3,1,1,0,135,40,18,0,18,13,0.24,3.6,,1,3,0,189,4,20,,, +weilmca01,1912,1,SLA,AL,2,4,8,6,5,2,1,145,42,15,0,3,24,0.22,2.79,,1,0,0,188,2,19,,, +wheatch01,1912,1,DET,AL,1,4,5,5,2,0,0,105,45,24,1,17,14,0.33,6.17,,6,2,0,155,0,27,,, +whitedo01,1912,1,CHA,AL,8,10,32,19,9,1,0,516,172,62,1,47,57,0.26,3.24,,3,8,0,698,10,81,,, +whitest01,1912,1,WS1,AL,0,0,1,0,0,0,0,2,2,0,1,0,1,0.66,0,,1,0,0,3,0,2,,, +whitest01,1912,2,BSN,NL,0,0,3,0,0,0,0,18,9,4,0,5,2,0.42,6,,0,1,0,29,3,5,,, +willeed01,1912,1,DET,AL,17,15,37,31,28,1,0,853,281,104,3,84,89,0.26,3.29,,9,17,0,1172,4,144,,, +willijo01,1912,1,SLN,NL,4,9,31,17,4,0,2,389,143,64,3,62,55,0.28,4.44,,3,5,0,581,8,83,,, +wiltsho01,1912,1,NY1,NL,9,6,28,17,5,0,3,402,140,47,7,28,58,0.27,3.16,,2,1,0,557,6,63,,, +wolfer01,1912,1,CLE,AL,0,0,1,0,0,0,0,17,8,4,0,4,1,0.34,6.35,,0,0,0,27,0,6,,, +woodbge01,1912,1,SLN,NL,1,4,20,5,1,0,0,145,60,30,0,42,25,0.3,5.59,,4,4,0,243,6,48,,, +woodjo02,1912,1,BOS,AL,34,5,43,38,35,10,1,1032,267,73,2,82,258,0.21,1.91,,7,12,0,1362,5,104,,, +worksra01,1912,1,DET,AL,5,10,27,16,9,1,1,471,185,74,1,66,64,0.3,4.24,,9,7,0,682,10,101,,, +worksra01,1912,2,CIN,NL,1,1,3,1,1,0,0,29,4,3,0,5,5,0.13,2.79,,1,1,0,36,1,5,,, +yinglea01,1912,1,BRO,NL,6,11,25,16,12,0,0,489,186,65,10,56,51,0.29,3.59,,1,1,0,711,7,90,,, +zackege01,1912,1,SLN,NL,0,0,1,0,0,0,0,3,2,2,0,1,0,0.66,18,,0,1,0,6,0,2,,, +adamsba01,1913,1,PIT,NL,21,10,43,37,24,4,0,941,271,75,8,49,144,0.23,2.15,,5,0,0,1227,5,94,,, +adamswi01,1913,1,SLA,AL,0,0,4,0,0,0,0,27,12,10,1,4,5,0.28,10,,0,3,0,49,2,14,,, +ainsmed01,1913,1,WS1,AL,0,0,1,0,0,0,0,1,2,2,0,0,0,0.66,54,,0,0,0,3,0,2,,, +alexape01,1913,1,PHI,NL,22,8,47,36,23,9,2,919,288,95,9,75,159,0.25,2.79,,3,3,0,1234,9,106,,, +allenfr01,1913,1,BRO,NL,4,18,34,25,11,0,2,524,144,55,6,81,82,0.23,2.83,,4,10,0,736,3,75,,, +allisma01,1913,1,SLA,AL,1,3,11,4,3,0,0,154,52,13,0,13,12,0.28,2.28,,2,3,0,197,5,24,,, +altroni01,1913,1,WS1,AL,0,0,4,0,0,0,0,27,7,5,0,4,2,0.18,5,,0,1,0,43,2,5,,, +amesre01,1913,1,NY1,NL,2,1,8,5,2,0,1,125,35,10,0,8,30,0.24,2.16,,3,1,0,157,2,11,,, +amesre01,1913,2,CIN,NL,11,13,31,24,12,1,2,562,185,60,7,70,80,0.26,2.88,,9,5,0,789,5,82,,, +anderfr01,1913,1,BOS,AL,0,6,10,8,4,0,0,172,84,38,0,21,32,0.35,5.97,,3,1,0,249,1,51,,, +ayersdo01,1913,1,WS1,AL,1,1,4,2,1,1,1,53,12,3,0,4,17,0.18,1.53,,0,1,0,71,1,7,,, +baskeji01,1913,1,CLE,AL,0,0,2,1,0,0,0,14,8,3,1,2,0,0.4,5.79,,0,0,0,22,1,3,,, +baumgge01,1913,1,SLA,AL,10,19,38,31,23,2,1,760,267,88,6,84,78,0.28,3.13,,2,11,0,1038,7,119,,, +bediehu01,1913,1,BOS,AL,15,14,43,28,15,1,5,777,255,80,0,67,122,0.26,2.78,,2,6,0,1051,10,104,,, +bendech01,1913,1,PHA,AL,21,10,48,21,14,2,13,710,208,58,2,59,135,0.22,2.21,,7,3,0,975,21,80,,, +bentlja01,1913,1,WS1,AL,1,0,3,1,0,0,1,33,5,0,0,2,5,0.14,0,,1,1,0,31,1,0,,, +bentoru01,1913,1,CIN,NL,11,7,23,22,9,1,0,433,140,56,4,60,68,0.26,3.49,,6,9,0,618,0,76,,, +benzjo01,1913,1,CHA,AL,7,10,33,17,6,1,1,453,146,46,1,59,79,0.25,2.74,,4,2,0,636,10,64,,, +bettsha01,1913,1,CIN,NL,0,0,1,0,0,0,0,10,1,1,0,3,0,0.14,2.7,,0,1,0,12,1,1,,, +blandfr01,1913,1,CLE,AL,15,10,41,22,14,3,0,645,234,61,6,72,63,0.28,2.55,,5,2,1,905,16,82,,, +boardch01,1913,1,PHA,AL,0,2,2,2,1,0,0,27,10,2,0,6,4,0.29,2,,1,0,0,40,0,5,,, +boehlge01,1913,1,DET,AL,0,1,1,1,1,0,0,24,11,6,0,6,2,0.35,6.75,,0,2,0,39,0,9,,, +boehljo01,1913,1,WS1,AL,17,7,38,25,18,3,4,706,197,56,3,82,110,0.22,2.14,,7,10,0,953,9,84,,, +bohenpa01,1913,1,PHA,AL,0,1,1,1,1,0,0,24,3,1,0,2,5,0.11,1.13,,1,0,0,28,0,1,,, +brennad01,1913,1,PHI,NL,14,12,40,25,12,1,1,621,204,55,5,46,94,0.26,2.39,,0,6,0,843,11,76,,, +brently01,1913,1,CLE,AL,0,0,1,0,0,0,0,6,4,2,0,0,2,0.4,9,,0,0,0,10,1,2,,, +brownbo01,1913,1,PHA,AL,17,11,43,35,11,3,1,706,200,77,6,87,70,0.21,2.94,,10,10,0,1009,5,97,,, +brownbu01,1913,1,BSN,NL,0,0,2,0,0,0,0,40,19,7,0,3,3,0.39,4.73,,0,2,0,55,1,10,,, +browncu01,1913,1,SLA,AL,1,1,2,2,2,0,0,42,12,4,0,4,3,0.24,2.57,,0,0,0,53,0,5,,, +brownel01,1913,1,BRO,NL,0,0,3,1,0,0,0,39,6,3,0,10,6,0.15,2.08,,0,1,0,51,2,3,,, +brownmo01,1913,1,CIN,NL,11,12,39,16,11,1,6,520,174,56,7,44,41,0.27,2.91,,1,1,1,702,21,79,,, +burksa01,1913,1,SLN,NL,0,2,19,5,0,0,1,210,81,40,1,33,29,0.29,5.14,,3,6,0,328,10,45,,, +bushjo01,1913,1,PHA,AL,15,6,39,16,6,1,3,601,199,85,3,66,81,0.24,3.82,,8,4,1,871,20,97,,, +caldwra02,1913,1,NYA,AL,9,8,27,16,15,2,1,493,131,44,5,60,87,0.21,2.41,,1,9,0,659,9,57,,, +camniho01,1913,1,PIT,NL,6,17,36,21,5,1,2,577,203,80,7,84,64,0.28,3.74,,6,8,0,837,9,106,,, +camniho01,1913,2,PHI,NL,3,3,9,5,1,0,1,147,49,20,1,23,21,0.26,3.67,,0,2,0,213,2,25,,, +cashica01,1913,1,WS1,AL,1,1,4,3,0,0,0,27,7,6,0,14,3,0.26,6,,0,3,0,43,1,11,,, +cathete01,1913,1,SLN,NL,0,0,1,0,0,0,0,1,1,2,0,2,0,0.5,54,,0,1,0,5,0,2,,, +chalmge01,1913,1,PHI,NL,3,10,26,14,4,0,1,348,133,62,3,51,46,0.29,4.81,,7,5,0,514,5,75,,, +chanees01,1913,1,BOS,AL,0,0,1,0,0,0,0,3,1,1,0,2,0,0.2,9,,0,0,0,7,1,1,,, +chenela01,1913,1,CHN,NL,21,14,54,36,25,2,11,915,271,87,7,98,136,0.24,2.57,,19,8,0,1255,18,117,,, +cicoted01,1913,1,CHA,AL,18,12,41,30,18,3,1,804,224,47,2,73,121,0.22,1.58,,5,2,0,1058,9,77,,, +clarkge01,1913,1,NYA,AL,0,1,11,1,0,0,0,57,22,19,1,19,5,0.27,9,,2,3,0,103,8,23,,, +clausal01,1913,1,DET,AL,0,1,5,1,0,0,0,40,11,7,0,12,1,0.22,4.73,,0,2,0,64,3,9,,, +cocrege01,1913,1,BSN,NL,0,1,1,1,0,0,0,25,13,7,0,4,3,0.37,7.56,,1,1,0,41,0,7,,, +collira01,1913,1,BOS,AL,19,8,30,30,19,3,0,740,242,72,3,37,88,0.26,2.63,,0,2,1,960,0,88,,, +comstra01,1913,1,DET,AL,2,5,10,7,1,0,1,181,90,36,0,16,37,0.34,5.37,,2,1,0,281,3,55,,, +conzejo01,1913,1,PIT,NL,0,1,3,2,1,0,0,45,13,2,0,5,9,0.24,1.2,,1,1,0,60,0,4,,, +coombja01,1913,1,PHA,AL,0,0,2,2,0,0,0,16,5,6,0,6,0,0.25,10.13,,0,1,0,27,0,9,,, +coopewi01,1913,1,PIT,NL,5,3,30,9,3,1,0,279,98,34,0,45,39,0.27,3.29,,4,2,0,414,15,52,,, +cottren01,1913,1,PHA,AL,1,0,2,1,1,0,0,30,15,6,0,2,3,0.32,5.4,,1,0,0,48,1,7,,, +cranddo01,1913,1,NY1,NL,2,4,24,2,1,0,5,166,61,19,2,13,28,0.29,3.09,,0,1,0,232,19,28,,, +cranddo01,1913,3,NY1,NL,2,0,11,1,1,0,1,127,41,12,1,11,14,0,2.55,,0,0,0,181,8,17,,, +culloni01,1913,1,CLE,AL,3,7,23,8,4,0,0,293,105,48,3,35,30,0.29,4.42,,2,3,0,399,8,58,,, +curticl01,1913,1,BRO,NL,8,9,30,16,6,0,2,455,145,55,1,55,57,0.25,3.26,,2,7,0,644,13,75,,, +dashnle01,1913,1,CLE,AL,0,0,1,0,0,0,0,5,0,1,0,0,2,0,5.4,,1,0,0,5,1,1,,, +daussho01,1913,1,DET,AL,13,12,33,29,22,2,1,675,188,62,4,82,107,0.22,2.48,,8,13,0,918,4,101,,, +davisge02,1913,1,BSN,NL,0,0,2,0,0,0,0,24,7,4,1,5,3,0.24,4.5,,0,0,0,35,1,5,,, +dawsore01,1913,1,WS1,AL,0,0,1,0,0,0,0,3,1,0,0,0,1,0.25,0,,0,0,0,4,0,0,,, +demaral01,1913,1,NY1,NL,13,4,31,24,11,2,2,599,176,49,4,38,76,0.24,2.21,,2,5,0,786,5,65,,, +dickswa01,1913,1,BSN,NL,6,7,19,15,8,0,0,384,118,46,4,45,47,0.24,3.23,,2,1,0,532,2,71,,, +doakbi01,1913,1,SLN,NL,2,8,15,12,5,1,1,279,79,32,4,39,51,0.23,3.1,,4,5,0,388,3,42,,, +drohato01,1913,1,WS1,AL,0,0,2,0,0,0,0,6,5,2,1,0,2,0.5,9,,0,0,0,10,2,2,,, +dubucje01,1913,1,DET,AL,15,14,36,28,22,1,2,728,228,78,1,91,73,0.25,2.89,,11,8,0,1099,8,111,,, +duffybe01,1913,1,PIT,NL,0,0,3,2,0,0,0,34,18,7,0,3,8,0.36,5.56,,0,0,0,54,1,8,,, +eayrsed01,1913,1,PIT,NL,0,0,2,0,0,0,0,24,8,2,0,6,5,0.26,2.25,,0,0,0,36,2,6,,, +elderhe01,1913,1,DET,AL,0,0,1,0,0,0,0,10,4,3,0,5,0,0.28,8.1,,0,0,0,19,0,3,,, +engeljo01,1913,1,WS1,AL,8,9,36,24,6,2,0,494,124,56,2,85,70,0.2,3.06,,4,11,4,695,4,75,,, +falkecy01,1913,1,CLE,AL,23,10,39,36,23,6,0,828,238,68,2,88,166,0.23,2.22,,13,6,0,1117,2,82,,, +ferryja01,1913,1,PIT,NL,1,0,4,0,0,0,0,15,4,3,0,2,2,0.28,5.4,,1,0,0,20,4,3,,, +finneha01,1913,1,PHI,NL,0,0,3,0,0,0,0,15,12,4,0,2,0,0.46,7.2,,1,0,0,28,3,7,,, +fishera01,1913,1,NYA,AL,12,16,43,31,14,1,1,739,244,87,3,71,92,0.26,3.18,,1,8,0,1115,8,113,,, +fordru01,1913,1,NYA,AL,12,18,33,28,15,1,2,711,244,70,9,58,72,0.27,2.66,,4,4,0,967,5,108,,, +fosteru01,1913,1,BOS,AL,3,3,19,8,4,1,0,205,64,24,1,28,36,0.24,3.16,,3,4,0,289,9,35,,, +frommar01,1913,1,CIN,NL,1,4,9,7,2,0,0,168,55,26,1,21,24,0.27,4.18,,2,2,0,235,1,30,,, +frommar01,1913,2,NY1,NL,11,6,26,12,3,0,0,337,112,50,5,29,50,0.26,4.01,,3,3,0,471,7,58,,, +gallibe01,1913,1,WS1,AL,1,5,31,4,0,0,3,288,85,44,2,46,46,0.22,4.13,,3,7,0,436,16,66,,, +gedeojo01,1913,1,WS1,AL,0,0,1,0,0,0,1,1,0,0,0,0,0,0,0,,0,0,0,1,1,0,,, +gervale01,1913,1,BSN,NL,0,1,5,2,1,0,0,47,18,10,0,4,1,0.38,5.74,,0,0,0,57,2,11,,, +geyerru01,1913,1,SLN,NL,1,5,30,4,2,0,1,236,83,46,6,38,21,0.28,5.26,,3,2,0,349,20,57,,, +glavelu01,1913,1,CLE,AL,0,0,1,0,0,0,0,3,3,1,0,3,1,0.5,9,,0,0,0,9,1,5,,, +greggda01,1913,1,CLE,AL,0,0,1,0,0,0,0,3,2,2,0,0,0,0.4,18,,0,1,2,6,1,2,,, +greggve01,1913,1,CLE,AL,20,13,44,34,23,3,3,857,258,71,2,124,166,0.24,2.24,,9,14,2,1188,10,106,,, +griffcl01,1913,1,WS1,AL,0,0,1,0,0,0,0,3,1,0,0,0,0,0.25,0,,0,0,0,4,0,0,,, +grineda01,1913,1,SLN,NL,10,22,34,34,18,1,0,675,279,127,12,66,79,0.31,5.08,,4,10,2,992,0,150,,, +groombo01,1913,1,WS1,AL,16,16,37,36,17,4,0,793,258,95,8,81,156,0.25,3.23,,9,5,0,1102,1,118,,, +grovech01,1913,1,DET,AL,0,0,2,1,0,0,0,32,9,4,0,7,2,0.26,3.38,,0,0,0,41,0,4,,, +haislji01,1913,1,PHI,NL,0,0,1,0,0,0,0,9,4,2,0,3,0,0.4,6,,0,0,0,16,1,4,,, +hallbi01,1913,1,BRO,NL,0,0,3,0,0,0,0,14,4,3,0,5,3,0.26,5.79,,1,1,0,22,1,3,,, +hallch02,1913,1,BOS,AL,5,4,35,4,2,0,2,315,97,40,1,46,48,0.23,3.43,,1,5,0,466,22,66,,, +hallma01,1913,1,DET,AL,10,12,30,21,8,1,0,495,154,60,1,79,69,0.25,3.27,,10,2,0,684,7,79,,, +hamilea01,1913,1,SLA,AL,13,12,31,24,19,3,1,652,197,62,3,83,101,0.24,2.57,,5,9,0,908,6,95,,, +hanleji01,1913,1,NYA,AL,0,0,1,0,0,0,0,12,5,3,0,4,2,0.31,6.75,,0,0,0,20,1,3,,, +hardich01,1913,1,DET,AL,0,0,1,0,0,0,0,6,3,1,0,1,0,0.37,4.5,,0,0,0,9,1,1,,, +harmobo01,1913,1,SLN,NL,8,21,42,27,16,1,2,820,291,119,6,99,66,0.28,3.92,,3,6,0,1150,14,135,,, +harpeha01,1913,1,WS1,AL,0,0,4,0,0,0,0,38,10,5,1,5,9,0.2,3.55,,2,1,1,55,3,11,,, +harrian01,1913,1,CIN,NL,0,0,1,0,0,0,0,12,6,4,0,1,1,0.35,9,,0,0,0,20,1,5,,, +hartefr01,1913,1,CIN,NL,1,1,17,2,0,0,0,140,47,20,3,19,10,0.27,3.86,,3,0,0,198,10,23,,, +hartrra01,1913,1,PHI,NL,0,0,1,0,0,0,0,3,3,1,0,1,1,0.5,9,,0,0,0,7,0,1,,, +hearnbu01,1913,1,NY1,NL,1,1,2,2,1,0,0,39,13,4,0,7,8,0.27,2.77,,0,0,0,56,0,6,,, +hedgpha01,1913,1,WS1,AL,0,0,1,0,0,0,1,3,1,0,0,0,0,0.25,0,,0,0,0,4,1,0,,, +hendrcl01,1913,1,PIT,NL,14,15,42,25,17,2,3,723,216,76,3,89,138,0.24,2.84,,5,5,0,992,15,95,,, +herbeer01,1913,1,CIN,NL,0,0,6,0,0,0,0,52,12,4,0,5,5,0.17,2.08,,1,1,0,73,6,12,,, +hessot01,1913,1,BSN,NL,7,17,29,27,19,2,0,655,231,93,12,70,80,0.27,3.83,,2,7,2,936,1,123,,, +hoffch01,1913,1,NYA,AL,0,0,2,0,0,0,0,9,0,0,0,1,2,0,0,,0,0,0,9,1,0,,, +hoopeha01,1913,1,BOS,AL,0,0,1,0,0,0,0,6,2,0,0,1,0,0.33,0,,0,0,0,7,0,0,,, +hoppebi01,1913,1,SLN,NL,0,3,3,3,2,0,0,72,20,10,2,8,3,0.23,3.75,,0,3,0,102,0,14,,, +houckby01,1913,1,PHA,AL,14,6,41,19,4,1,0,528,147,81,3,122,71,0.21,4.14,,11,6,0,816,11,89,,, +housefr02,1913,1,DET,AL,1,2,19,2,0,0,0,161,64,31,1,17,16,0.32,5.2,,2,1,0,205,8,40,,, +hugheto01,1913,1,WS1,AL,4,12,36,12,4,0,6,389,129,62,6,61,59,0.25,4.3,,6,14,0,585,18,81,,, +humphbe01,1913,1,CHN,NL,16,4,28,20,13,2,1,543,169,54,10,24,61,0.25,2.69,,4,2,0,713,7,80,,, +huntbe01,1913,1,SLN,NL,0,1,2,1,0,0,0,24,6,3,0,9,6,0.24,3.38,,0,0,0,39,1,5,,, +imlaydo01,1913,1,PHI,NL,0,0,9,0,0,0,0,41,19,11,1,7,7,0.35,7.24,,1,0,0,63,4,13,,, +jamesbi02,1913,1,BSN,NL,6,10,24,14,10,1,0,407,134,42,4,57,73,0.26,2.79,,8,7,1,590,7,75,,, +jamesle01,1913,1,CLE,AL,2,2,11,4,3,0,0,117,42,13,0,9,18,0.27,3,,0,3,0,166,4,27,,, +johnsch02,1913,1,CIN,NL,14,16,44,31,13,3,0,807,251,90,8,86,107,0.25,3.01,,6,7,2,1107,7,137,,, +johnswa01,1913,1,WS1,AL,36,7,48,36,29,11,2,1038,232,44,9,38,243,0.18,1.14,,3,9,0,1305,11,56,,, +kahlege01,1913,1,CLE,AL,5,11,24,15,5,0,0,353,118,41,1,32,43,0.26,3.14,,2,2,0,477,5,61,,, +keatira01,1913,1,NYA,AL,6,12,28,21,9,2,0,454,147,54,3,51,83,0.25,3.21,,7,2,0,633,4,77,,, +kentma01,1913,1,BRO,NL,0,0,3,0,0,0,0,22,5,2,0,3,1,0.19,2.45,,0,0,0,29,3,2,,, +klawial01,1913,1,DET,AL,1,2,8,3,1,0,0,96,39,21,0,15,10,0.3,5.91,,1,0,0,143,1,25,,, +klepfed01,1913,1,NYA,AL,0,1,8,1,0,0,0,74,38,21,2,12,10,0.37,7.66,,0,2,0,116,7,22,,, +koneted01,1913,1,SLN,NL,1,0,1,0,0,0,0,14,1,0,0,4,3,0.07,0,,0,0,0,18,1,0,,, +lakejo01,1913,1,DET,AL,8,7,28,12,6,0,1,411,149,50,3,24,35,0.27,3.28,,4,0,0,560,13,65,,, +langefr01,1913,1,CHA,AL,1,3,12,3,0,0,0,122,46,22,0,20,20,0.29,4.87,,1,1,0,177,6,24,,, +lathrbi01,1913,1,CHA,AL,0,1,6,0,0,0,0,51,16,8,0,12,9,0.26,4.24,,3,1,0,74,4,11,,, +lavenji01,1913,1,CHN,NL,10,14,40,20,10,0,2,612,206,83,6,98,91,0.26,3.66,,6,13,0,901,15,111,,, +leifile01,1913,1,CHN,NL,0,1,6,1,0,0,0,64,28,13,0,5,4,0.32,5.48,,0,0,0,93,2,14,,, +leonadu01,1913,1,BOS,AL,14,17,42,28,14,3,1,778,245,69,0,94,144,0.25,2.39,,6,4,2,1068,11,108,,, +leverwa01,1913,1,SLA,AL,6,17,30,27,13,2,1,608,159,58,3,89,87,0.22,2.58,,4,10,0,806,2,81,,, +lewisdu01,1913,1,BOS,AL,0,0,1,0,0,0,0,3,3,2,0,0,1,0.5,18,,0,0,0,6,1,2,,, +lorenle01,1913,1,DET,AL,0,0,1,0,0,0,0,6,4,4,0,3,0,0.66,18,,1,0,0,9,1,4,,, +lovesl01,1913,1,WS1,AL,1,0,5,1,0,0,1,50,14,3,0,6,5,0.22,1.62,,1,0,0,68,4,5,,, +luhrswi01,1913,1,PIT,NL,3,1,5,3,2,0,0,87,25,8,3,16,11,0.24,2.48,,1,2,0,120,2,10,,, +maloypa01,1913,1,BOS,AL,0,0,2,0,0,0,0,6,2,2,0,1,0,0.28,9,,0,1,0,9,1,2,,, +mamaual01,1913,1,PIT,NL,0,0,1,0,0,0,0,9,2,1,0,2,2,0.16,3,,1,0,0,14,1,1,,, +marbewa01,1913,1,SLN,NL,0,1,3,1,0,0,0,10,9,6,0,4,1,0.5,16.2,,0,0,0,22,1,7,,, +marquru01,1913,1,NY1,NL,23,10,42,33,20,4,3,864,248,80,10,49,151,0.23,2.5,,3,3,1,1122,7,100,,, +marshru01,1913,1,PHI,NL,0,1,14,1,0,0,1,136,54,23,2,22,18,0.29,4.57,,0,1,0,208,6,29,,, +mathech01,1913,1,NY1,NL,25,11,40,35,25,4,2,918,291,70,8,21,93,0.25,2.06,,3,0,0,1195,5,94,,, +mayerer01,1913,1,PHI,NL,9,9,39,19,7,2,1,512,172,59,6,46,51,0.27,3.11,,4,9,1,706,13,77,,, +mcconge01,1913,1,NYA,AL,4,15,35,20,8,0,3,540,162,64,2,60,72,0.24,3.2,,3,7,0,729,13,90,,, +mchalma01,1913,1,NYA,AL,2,4,7,6,4,1,0,146,49,16,1,10,11,0.26,2.96,,2,1,0,195,1,21,,, +mcintha01,1913,1,CIN,NL,0,1,1,0,0,0,0,3,3,3,0,0,0,0.6,27,,0,0,0,5,0,3,,, +mcmanjo01,1913,1,CIN,NL,0,0,1,0,0,0,0,6,3,4,0,4,1,0.37,18,,0,0,0,12,0,4,,, +mcquige01,1913,1,PIT,NL,8,6,25,16,7,0,1,425,144,54,1,35,59,0.27,3.43,,2,1,0,581,7,60,,, +millefr02,1913,1,CHA,AL,0,1,1,1,0,0,0,5,4,5,0,3,2,0.57,27,,1,0,0,10,0,5,,, +mitchro01,1913,1,SLA,AL,13,16,33,27,21,4,1,736,265,82,6,47,59,0.28,3.01,,4,5,1,1007,5,111,,, +mitchwi01,1913,1,CLE,AL,14,8,35,22,14,4,0,651,153,46,1,88,141,0.19,1.91,,7,8,0,958,6,56,,, +mooreea01,1913,1,PHI,NL,1,3,12,5,0,0,1,156,50,29,3,40,24,0.25,5.02,,1,1,0,246,5,37,,, +mooreea01,1913,2,CHN,NL,1,1,7,2,0,0,0,85,34,14,3,12,12,0.32,4.45,,0,0,0,127,3,19,,, +moreyda01,1913,1,PHA,AL,0,0,2,0,0,0,0,12,2,2,0,2,1,0.18,4.5,,0,1,0,14,2,2,,, +morgacy01,1913,1,CIN,NL,0,1,1,1,0,0,0,7,5,4,0,1,2,0.5,15.43,,0,1,0,12,0,4,,, +moselea01,1913,1,BOS,AL,8,5,24,15,7,3,0,362,105,42,1,49,62,0.24,3.13,,6,0,0,445,4,56,,, +mullige01,1913,1,DET,AL,1,6,7,7,4,0,0,157,53,16,1,18,16,0.26,2.75,,1,2,0,228,0,28,,, +mullige01,1913,2,WS1,AL,3,5,11,9,3,0,0,172,69,32,1,25,14,0.28,5.02,,0,5,0,284,1,34,,, +nelsore01,1913,1,PHI,NL,0,0,2,0,0,0,0,25,9,2,0,4,3,0.29,2.16,,0,0,0,35,1,2,,, +nelsore01,1913,2,CIN,NL,0,0,2,0,0,0,0,5,6,7,1,4,0,0.66,37.8,,1,1,0,16,1,7,,, +niehadi01,1913,1,SLN,NL,0,2,3,3,2,0,0,72,20,11,1,13,4,0.24,4.13,,0,0,0,104,0,17,,, +northlo01,1913,1,DET,AL,0,1,1,1,0,0,0,18,10,10,1,9,3,0.35,15,,0,0,0,37,0,11,,, +noyeswi01,1913,1,BSN,NL,0,0,11,0,0,0,0,62,22,11,1,6,5,0.28,4.79,,1,4,0,87,8,18,,, +obriebu01,1913,1,BOS,AL,4,9,15,12,6,0,0,271,103,37,0,35,54,0.3,3.69,,1,0,0,373,2,42,,, +obriebu01,1913,2,CHA,AL,0,2,6,3,0,0,0,55,21,8,0,13,4,0.31,3.93,,0,0,0,79,2,14,,, +otoolma01,1913,1,PIT,NL,6,8,26,16,7,0,1,434,148,53,3,55,58,0.27,3.3,,1,3,1,623,5,69,,, +overaor01,1913,1,CHN,NL,4,5,11,9,6,1,0,204,73,25,1,26,30,0.28,3.31,,0,1,0,296,0,33,,, +package01,1913,1,CIN,NL,7,11,39,21,9,2,0,572,208,63,2,64,73,0.28,2.97,,2,8,0,826,16,97,,, +pearcge01,1913,1,CHN,NL,13,5,25,21,15,3,0,490,137,42,4,59,73,0.23,2.31,,5,3,0,664,3,60,,, +pennohe01,1913,1,PHA,AL,2,1,14,3,1,0,0,100,30,19,4,22,17,0.22,5.13,,1,0,0,158,1,24,,, +perduhu01,1913,1,BSN,NL,16,13,38,32,16,3,1,637,201,77,7,39,91,0.24,3.26,,1,4,0,877,5,107,,, +perripo01,1913,1,SLN,NL,6,14,36,21,8,0,0,525,205,102,9,64,64,0.3,5.25,,3,8,3,774,6,123,,, +pfeffje01,1913,1,BRO,NL,0,1,5,2,1,0,0,73,28,9,0,13,13,0.31,3.33,,1,4,0,114,2,16,,, +piehcy01,1913,1,NYA,AL,1,0,4,0,0,0,0,31,10,5,0,7,6,0.25,4.35,,1,0,0,47,4,8,,, +planked01,1913,1,PHA,AL,18,10,41,30,18,7,4,728,211,70,3,57,151,0.23,2.6,,4,6,2,984,8,84,,, +powelbi01,1913,1,CIN,NL,0,1,1,1,0,0,0,1,2,2,0,2,0,1,54,,1,0,0,5,0,2,,, +powelja02,1913,1,SLA,AL,0,0,2,0,0,0,0,6,1,0,0,2,0,0.14,0,,0,0,0,9,2,3,,, +quinnja01,1913,1,BSN,NL,4,3,8,7,6,1,0,169,55,15,1,7,33,0.26,2.4,,1,1,0,227,1,22,,, +raganpa01,1913,1,BRO,NL,15,18,44,32,14,0,0,794,284,111,10,64,109,0.28,3.77,,3,4,1,1114,10,145,,, +reddiph01,1913,1,SLN,NL,0,0,1,0,0,0,0,8,2,2,0,1,1,0.28,6.75,,0,0,0,10,0,2,,, +renfeer01,1913,1,DET,AL,0,1,1,1,0,0,0,18,5,4,0,3,1,0.22,6,,0,1,0,26,0,5,,, +reulbed01,1913,1,CHN,NL,1,3,10,3,1,0,0,116,41,19,1,21,10,0.28,4.42,,1,1,0,174,3,27,,, +reulbed01,1913,2,BRO,NL,7,6,15,12,8,2,0,330,77,25,3,34,46,0.2,2.05,,2,4,0,436,2,34,,, +richile01,1913,1,CHN,NL,2,4,16,5,0,0,0,195,77,42,3,30,15,0.3,5.82,,1,1,0,295,9,53,,, +rixeyep01,1913,1,PHI,NL,9,5,35,19,9,1,2,467,148,54,4,56,75,0.25,3.12,,3,6,1,659,8,67,,, +roberdi01,1913,1,CIN,NL,0,1,2,1,1,0,0,30,13,8,0,9,1,0.34,7.2,,0,0,0,47,1,9,,, +robinha01,1913,1,PIT,NL,14,9,43,23,8,1,0,589,184,52,1,41,50,0.25,2.38,,1,7,0,791,15,72,,, +rowanja01,1913,1,CIN,NL,0,4,5,5,5,0,0,117,37,13,0,9,21,0.26,3,,0,1,0,155,0,14,,, +ruckena01,1913,1,BRO,NL,14,15,41,33,16,4,3,780,236,83,3,67,111,0.24,2.87,,3,7,1,1046,7,99,,, +rudoldi01,1913,1,BSN,NL,14,13,33,22,17,2,0,748,258,81,4,59,109,0.27,2.92,,2,2,1,1032,10,101,,, +russere01,1913,1,CHA,AL,22,16,52,36,26,8,4,950,250,67,2,79,122,0.21,1.9,,4,8,4,1228,10,89,,, +sallesl01,1913,1,SLN,NL,19,15,50,31,18,3,5,828,257,83,11,60,106,0.25,2.71,,2,5,0,1109,15,97,,, +schaege01,1913,1,WS1,AL,0,0,1,0,0,0,0,1,2,2,1,0,0,0.66,54,,0,0,0,3,0,2,,, +schauru01,1913,1,NY1,NL,0,1,3,1,1,0,0,36,14,10,0,9,7,0.29,7.5,,2,0,0,58,2,11,,, +schenjo01,1913,1,PIT,NL,0,1,1,1,0,0,0,18,10,4,0,2,1,0.4,6,,0,0,0,29,0,5,,, +schmipe01,1913,1,SLA,AL,0,0,1,0,0,0,1,6,3,1,0,2,0,0.33,4.5,,0,0,0,11,1,1,,, +schulal01,1913,1,NYA,AL,7,13,38,22,9,0,0,579,197,80,4,69,77,0.26,3.73,,7,5,0,819,10,105,,, +schupfe01,1913,1,NY1,NL,0,0,5,1,0,0,0,36,10,1,0,3,2,0.24,0.75,,0,0,0,45,3,3,,, +schweha01,1913,1,SLA,AL,1,0,1,1,1,0,0,33,12,4,0,4,3,0.33,3.27,,0,0,0,40,0,4,,, +scoggji01,1913,1,CHA,AL,0,1,1,1,0,0,0,0,0,0,0,1,0,0,,,0,0,0,2,0,1,,, +scottji01,1913,1,CHA,AL,20,20,48,38,25,4,1,937,252,66,2,86,158,0.22,1.9,,3,9,0,1203,6,96,,, +seatoto01,1913,1,PHI,NL,27,12,52,35,21,5,1,967,262,93,6,136,168,0.22,2.6,,9,10,0,1324,14,117,,, +shawji01,1913,1,WS1,AL,0,1,2,1,0,0,0,39,8,3,0,7,14,0.2,2.08,,1,1,0,47,0,4,,, +shawkbo01,1913,1,PHA,AL,6,5,18,15,8,1,0,334,92,29,2,50,52,0.2,2.34,,2,3,0,498,1,41,,, +smithbo01,1913,1,CHA,AL,0,0,1,0,0,0,0,6,3,3,0,3,1,0.27,13.5,,1,0,0,14,0,3,,, +smithch02,1913,1,CHN,NL,7,9,20,17,8,1,0,413,138,39,2,34,47,0.27,2.55,,0,4,0,562,1,53,,, +smithch03,1913,1,CIN,NL,0,1,5,1,0,0,0,53,15,7,1,11,11,0.23,3.57,,1,0,1,77,3,8,,, +smithpo02,1913,1,CHA,AL,0,1,15,2,0,0,0,96,31,12,0,11,13,0.26,3.38,,0,3,0,133,11,15,,, +stacked01,1913,1,BRO,NL,4,4,23,9,4,1,0,261,79,23,0,32,34,0.25,2.38,,1,1,0,354,13,30,,, +stacked01,1913,2,CHN,NL,4,2,11,7,3,1,1,153,56,24,1,15,28,0.28,4.24,,3,2,0,220,3,29,,, +steelbi01,1913,1,SLN,NL,4,4,12,9,2,0,0,162,58,30,3,18,10,0.28,5,,1,3,0,230,1,31,,, +steenbi01,1913,1,CLE,AL,4,5,22,13,7,2,2,385,113,35,3,49,57,0.23,2.45,,2,4,0,530,5,52,,, +stonedw01,1913,1,SLA,AL,2,6,18,7,4,1,0,273,94,36,0,46,37,0.26,3.56,,2,7,0,405,10,45,,, +stranpa01,1913,1,BSN,NL,0,0,7,0,0,0,0,51,22,4,1,12,6,0.39,2.12,,2,0,0,70,6,9,,, +suggsge01,1913,1,CIN,NL,8,15,36,22,9,2,2,597,220,89,6,35,73,0.29,4.03,,3,7,3,825,10,110,,, +taffjo01,1913,1,PHA,AL,0,1,7,1,0,0,1,53,22,13,0,5,9,0.29,6.62,,0,0,0,80,5,13,,, +taylowi01,1913,1,SLA,AL,0,2,5,4,1,0,0,95,33,17,0,16,12,0.28,4.83,,2,0,0,134,0,19,,, +tesreje01,1913,1,NY1,NL,22,13,41,38,17,1,0,846,222,68,7,119,167,0.22,2.17,,4,7,1,1158,3,98,,, +toneyfr01,1913,1,CHN,NL,2,2,7,5,2,0,0,117,52,26,1,22,12,0.32,6,,2,1,0,186,0,29,,, +trekeha01,1913,1,SLN,NL,0,1,7,1,1,0,0,90,25,15,2,8,15,0.22,4.5,,0,2,0,127,4,20,,, +tylerle01,1913,1,BSN,NL,16,17,39,34,28,4,2,871,245,90,2,108,143,0.23,2.79,,12,11,2,1189,5,131,,, +vaughhi01,1913,1,CHN,NL,5,1,7,6,5,2,0,168,37,9,0,27,36,0.18,1.45,,2,2,1,235,1,13,,, +wagnebu02,1913,1,BRO,NL,4,2,18,1,0,0,0,212,77,43,5,30,11,0.28,5.48,,1,3,0,311,12,49,,, +walkemy01,1913,1,BRO,NL,1,3,11,8,3,0,0,175,44,23,3,35,35,0.23,3.55,,2,5,0,234,1,26,,, +walshed01,1913,1,CHA,AL,8,3,16,14,7,1,1,293,91,28,1,39,34,0.24,2.58,,7,4,0,426,2,37,,, +warhoja01,1913,1,NYA,AL,4,6,15,7,1,0,0,187,69,26,1,33,11,0.29,3.75,,0,12,0,281,3,42,,, +watsodo01,1913,1,CHN,NL,1,0,1,1,1,0,0,27,8,1,0,6,1,0.24,1,,0,1,0,40,0,2,,, +weilmca01,1913,1,SLA,AL,10,20,39,28,17,2,0,755,262,95,2,60,79,0.28,3.4,,11,4,2,995,9,122,,, +whitedo01,1913,1,CHA,AL,2,4,19,8,2,0,0,309,106,40,2,39,39,0.27,3.5,,1,4,1,424,6,56,,, +willeed01,1913,1,DET,AL,13,14,34,30,19,0,0,726,237,83,0,89,59,0.26,3.09,,5,12,0,883,3,117,,, +willijo01,1913,1,SLN,NL,0,0,7,0,0,0,1,29,9,8,0,11,6,0.25,7.45,,1,0,0,49,2,9,,, +willile01,1913,1,DET,AL,1,3,5,4,3,0,1,87,34,16,0,4,9,0.28,4.97,,1,1,0,124,1,18,,, +willimu01,1913,1,WS1,AL,1,0,1,1,0,0,0,12,4,2,1,2,1,0.28,4.5,,0,0,0,16,0,3,,, +wilsojo01,1913,1,WS1,AL,0,0,3,0,0,0,0,12,4,2,0,3,1,0.26,4.5,,0,0,0,18,3,2,,, +wiltsho01,1913,1,NY1,NL,0,0,17,2,0,0,3,173,53,10,1,8,25,0.23,1.56,,1,1,0,235,13,24,,, +woodjo02,1913,1,BOS,AL,11,5,23,18,12,1,2,437,120,37,0,61,123,0.22,2.29,,8,8,0,597,5,54,,, +worksra01,1913,1,CIN,NL,0,1,5,2,0,0,0,45,15,13,0,8,4,0.24,7.8,,0,3,0,76,2,14,,, +wyckowe01,1913,1,PHA,AL,2,4,17,7,4,0,0,185,56,30,1,46,31,0.23,4.38,,2,5,0,291,5,42,,, +yinglea01,1913,1,BRO,NL,8,8,26,13,8,2,0,440,158,42,2,10,40,0.28,2.58,,4,2,1,587,11,56,,, +zabelzi01,1913,1,CHN,NL,1,0,1,1,0,0,0,15,3,0,0,1,0,0.16,0,,0,1,0,19,0,0,,, +zamloca01,1913,1,DET,AL,1,6,17,5,3,0,1,209,66,19,1,23,28,0.25,2.45,,0,4,0,294,11,31,,, +adamsba01,1914,1,PIT,NL,13,16,40,35,19,3,1,849,253,79,5,39,91,0.24,2.51,,2,7,0,1116,4,97,,, +adamsda01,1914,1,KCF,FL,4,9,36,14,6,0,3,408,141,53,3,52,38,9.99,3.51,,5,7,0,576,16,67,,, +adamska01,1914,1,CIN,NL,0,0,4,0,0,0,0,24,14,8,0,5,5,0.42,9,,0,0,0,41,4,10,,, +adamswi01,1914,1,PTF,FL,1,1,15,2,1,0,2,166,70,23,4,22,14,9.99,3.74,,2,1,0,238,10,29,,, +aitchra01,1914,1,BRO,NL,12,7,26,17,8,3,0,517,156,51,4,60,87,0.24,2.66,,9,3,0,720,6,71,,, +alexape01,1914,1,PHI,NL,27,15,46,39,32,6,1,1065,327,94,8,76,214,0.24,2.38,,1,11,0,1459,7,133,,, +allenfr01,1914,1,BRO,NL,8,14,36,21,10,1,0,514,165,59,6,57,68,0.26,3.1,,1,3,0,707,11,79,,, +allenfr01,1914,2,PTF,FL,1,0,1,1,1,0,0,21,9,4,0,0,3,9.99,5.14,,0,0,0,0,0,4,,, +allenjo01,1914,1,BLF,FL,0,0,1,0,0,0,0,6,2,4,0,2,2,9.99,18,,0,0,0,0,1,4,,, +altroni01,1914,1,WS1,AL,0,0,1,0,0,0,0,3,3,0,0,0,0,0.75,0,,0,0,0,5,1,0,,, +amesre01,1914,1,CIN,NL,15,23,47,36,18,3,6,891,274,87,8,94,128,0.24,2.64,,12,6,0,1241,10,125,,, +anderfr01,1914,1,BUF,FL,13,15,37,28,21,2,0,781,243,89,8,64,144,9.99,3.08,,9,2,1,1040,7,115,,, +ayersdo01,1914,1,WS1,AL,12,15,49,32,8,3,3,796,221,75,5,54,148,0.23,2.54,,4,8,1,991,10,106,,, +baichgr01,1914,1,SLA,AL,0,0,4,0,0,0,0,21,9,4,0,3,3,0.34,5.14,,1,0,0,29,3,5,,, +bailebi01,1914,1,BLF,FL,7,9,19,18,10,1,0,386,106,44,2,68,131,9.99,3.08,,9,7,1,536,0,58,,, +bargecy01,1914,1,PTF,FL,10,16,33,26,18,1,1,685,252,110,7,63,70,9.99,4.34,,1,6,0,939,6,125,,, +barrofr02,1914,1,WS1,AL,0,0,1,0,0,0,0,3,1,0,0,0,1,0.33,0,,0,0,0,3,1,0,,, +baumgge01,1914,1,SLA,AL,14,13,45,18,9,3,3,551,152,57,3,84,93,0.22,2.79,,7,8,0,755,23,72,,, +baumgst01,1914,1,PHI,NL,2,2,15,3,2,1,0,181,60,22,0,16,24,0.27,3.28,,0,2,0,248,8,29,,, +beckge01,1914,1,CLE,AL,0,0,1,0,0,0,0,3,1,0,0,0,0,0.25,0,,0,1,0,5,1,0,,, +bediehu01,1914,1,BOS,AL,8,12,42,16,7,1,2,532,187,71,4,45,70,0.28,3.6,,4,5,0,715,21,97,,, +bendech01,1914,1,PHA,AL,17,3,28,23,14,7,2,537,159,45,4,55,107,0.24,2.26,,3,1,0,718,4,49,,, +bennhe01,1914,1,CLE,AL,0,0,1,0,0,0,0,3,0,0,0,0,1,0,0,,0,0,0,3,1,0,,, +bentlja01,1914,1,WS1,AL,5,7,30,11,3,2,4,376,110,33,3,53,55,0.24,2.37,,3,3,0,497,14,49,,, +bentoru01,1914,1,CIN,NL,16,18,41,31,16,5,2,813,223,89,3,95,121,0.22,2.96,,11,11,3,1115,4,124,,, +benzjo01,1914,1,CHA,AL,14,19,48,35,16,4,2,850,245,71,4,66,142,0.23,2.26,,4,2,0,1108,9,103,,, +billiha01,1914,1,IND,FL,8,7,32,16,5,0,2,377,117,52,4,63,45,9.99,3.72,,4,7,0,526,13,71,,, +bisholl01,1914,1,CLE,AL,0,1,3,1,0,0,0,24,14,5,0,3,1,0.38,5.63,,0,0,0,39,2,5,,, +blackda01,1914,1,CHF,FL,1,0,8,1,1,0,0,75,28,17,1,4,19,9.99,6.12,,2,0,0,0,7,19,,, +blandfr01,1914,1,CLE,AL,3,9,29,12,5,0,1,348,133,51,0,54,35,0.3,3.96,,7,1,0,497,11,82,,, +bluejji01,1914,1,BRF,FL,4,5,17,7,3,1,1,201,77,28,2,19,29,9.99,3.76,,1,0,0,274,6,34,,, +boardch01,1914,1,PHA,AL,0,0,2,0,0,0,0,22,10,4,0,4,2,0.35,4.91,,1,0,0,32,2,5,,, +boehlge01,1914,1,DET,AL,2,3,18,6,2,0,0,189,54,25,1,48,37,0.24,3.57,,4,8,0,279,8,39,,, +boehljo01,1914,1,WS1,AL,12,8,27,24,14,2,1,588,180,66,3,76,91,0.25,3.03,,4,9,1,782,3,76,,, +bohenpa01,1914,1,PIT,NL,0,0,1,0,0,0,0,3,2,2,0,2,0,0.5,18,,0,1,0,7,1,2,,, +bowmaab01,1914,1,CLE,AL,2,7,22,10,2,1,0,218,74,36,0,45,27,0.27,4.46,,5,4,0,316,11,45,,, +brennad01,1914,1,CHF,FL,5,5,16,11,5,1,0,257,84,34,6,21,31,9.99,3.57,,3,2,0,351,1,44,,, +bressru01,1914,1,PHA,AL,10,4,29,10,8,1,2,443,112,29,1,56,96,0.22,1.77,,3,4,0,569,15,37,,, +brownbo01,1914,1,PHA,AL,1,6,15,8,2,0,0,198,64,30,1,26,20,0.26,4.09,,1,0,0,265,5,34,,, +brownbo01,1914,2,NYA,AL,5,5,20,14,8,0,1,367,123,44,2,42,57,0.27,3.24,,3,1,0,497,5,57,,, +brownel01,1914,1,BRO,NL,1,2,11,4,1,0,0,110,33,16,2,23,22,0.4,3.93,,2,7,0,170,3,24,,, +brownmo01,1914,1,SLF,FL,12,6,26,18,13,2,0,525,172,64,7,43,81,9.99,3.29,,4,5,1,724,7,73,,, +brownmo01,1914,2,BRF,FL,2,5,9,8,5,0,0,173,63,27,1,18,32,9.99,4.21,,1,0,0,249,1,33,,, +bushjo01,1914,1,PHA,AL,16,12,38,22,14,2,3,618,184,70,2,81,109,0.24,3.06,,3,8,0,848,10,84,,, +caldwra02,1914,1,NYA,AL,17,9,31,23,22,5,1,639,153,46,5,51,92,0.2,1.94,,1,4,0,800,7,53,,, +camniho01,1914,1,PTF,FL,14,19,36,34,20,1,1,786,256,94,8,90,82,9.99,3.23,,2,8,0,1092,2,132,,, +cartepa01,1914,1,CLE,AL,1,3,5,4,1,0,0,74,35,8,0,5,9,0.34,2.92,,0,0,0,108,1,15,,, +cashica01,1914,1,WS1,AL,0,1,2,1,0,0,0,15,4,6,0,6,1,0.25,10.8,,0,1,0,23,1,7,,, +cavetpu01,1914,1,DET,AL,7,7,31,14,6,1,2,454,129,41,2,44,51,0.23,2.44,,4,9,0,594,13,61,,, +chalmge01,1914,1,PHI,NL,0,3,3,2,1,0,0,54,23,11,0,15,6,0.32,5.5,,1,1,0,88,0,17,,, +chanees01,1914,1,BRF,FL,0,0,1,0,0,0,0,12,7,3,0,2,1,9.99,6.75,,0,0,0,0,1,3,,, +chappbi01,1914,1,BRF,FL,4,2,16,6,4,0,0,223,71,26,1,29,31,9.99,3.15,,3,3,0,310,6,43,,, +chenela01,1914,1,CHN,NL,20,18,50,40,21,6,5,934,239,88,9,140,157,0.21,2.54,,26,10,0,1295,10,136,,, +cicoted01,1914,1,CHA,AL,11,16,45,30,15,4,3,808,220,61,0,72,122,0.23,2.04,,6,3,0,1023,11,96,,, +cocrege01,1914,1,BSN,NL,3,4,15,3,1,0,0,134,48,24,2,27,15,0.29,4.84,,0,0,0,195,10,30,,, +coleki01,1914,1,NYA,AL,11,9,33,15,8,2,0,425,151,52,3,51,43,0.28,3.3,,2,1,0,576,12,63,,, +collaal01,1914,1,CLE,AL,3,7,27,8,3,0,0,316,100,38,3,49,32,0.26,3.25,,5,6,0,434,16,52,,, +collira01,1914,1,BOS,AL,20,13,39,30,16,6,0,817,252,76,3,56,72,0.25,2.51,,1,0,0,1033,5,96,,, +conlesn01,1914,1,BLF,FL,4,6,35,11,4,2,1,375,112,35,2,47,86,9.99,2.52,,1,6,0,486,15,49,,, +conzejo01,1914,1,PIT,NL,5,6,33,9,4,1,2,303,88,33,2,40,39,0.25,2.94,,2,3,0,409,17,39,,, +coombja01,1914,1,PHA,AL,0,1,2,2,0,0,0,24,8,4,0,3,1,0.26,4.5,,0,1,0,34,0,4,,, +coopegu01,1914,1,NYA,AL,0,0,1,0,0,0,0,9,3,3,0,2,3,0.27,9,,0,0,0,13,1,3,,, +coopegu01,1914,2,BOS,AL,1,0,9,1,0,0,0,66,23,13,1,9,5,0.29,5.32,,0,3,0,89,5,15,,, +coopewi01,1914,1,PIT,NL,16,15,40,34,19,0,0,800,246,63,4,79,102,0.25,2.13,,4,5,0,1097,4,99,,, +cottren01,1914,1,BSN,NL,0,1,1,1,0,0,0,3,2,1,0,3,1,0.33,9,,0,0,0,10,0,2,,, +coumbfr01,1914,1,BOS,AL,1,2,17,5,1,0,1,187,49,10,0,16,17,0.22,1.44,,1,0,1,237,11,20,,, +coumbfr01,1914,2,CLE,AL,1,5,14,5,2,0,0,166,59,20,0,16,22,0.28,3.25,,0,4,1,225,5,31,,, +covelha01,1914,1,DET,AL,22,12,44,36,23,5,2,910,251,84,4,100,124,0.22,2.49,,6,12,1,1217,6,109,,, +cranddo01,1914,1,SLF,FL,13,9,27,21,18,1,0,588,194,77,8,52,84,9.99,3.54,,1,12,0,812,5,94,,, +crutcdi01,1914,1,BSN,NL,5,7,33,15,5,1,0,476,169,61,4,66,48,0.29,3.46,,4,6,0,668,11,73,,, +culloni01,1914,1,CLE,AL,0,1,1,0,0,0,0,10,4,1,0,1,3,0.36,2.7,,0,0,0,12,1,3,,, +culloni01,1914,2,KCF,FL,14,19,44,36,22,4,1,887,256,77,6,87,149,9.99,2.34,,6,12,1,1289,7,116,,, +daussho01,1914,1,DET,AL,18,15,45,35,22,3,4,906,286,96,3,87,150,0.25,2.86,,8,18,0,1218,8,126,,, +davenda01,1914,1,CIN,NL,2,2,10,6,3,1,2,162,38,15,1,30,22,0.2,2.5,,1,3,0,228,2,18,,, +davenda01,1914,2,SLF,FL,8,13,33,26,13,2,4,647,204,83,3,80,142,9.99,3.46,,7,7,0,899,7,100,,, +daviech01,1914,1,PHA,AL,1,0,1,1,1,0,0,27,8,1,0,3,4,0.25,1,,0,0,0,35,0,4,,, +davisge02,1914,1,BSN,NL,3,3,9,6,4,1,0,167,42,21,1,26,26,0.21,3.4,,4,3,0,228,1,25,,, +demaral01,1914,1,NY1,NL,10,17,38,30,13,2,0,672,219,77,3,77,89,0.26,3.09,,1,8,0,948,4,97,,, +dickswa01,1914,1,PTF,FL,9,19,40,32,19,3,1,770,262,90,5,74,63,9.99,3.16,,1,2,0,935,5,117,,, +dilliha01,1914,1,CLE,AL,0,1,11,2,1,0,0,101,41,17,0,25,11,0.32,4.54,,2,1,0,144,6,28,,, +doakbi01,1914,1,SLN,NL,19,6,36,33,16,7,1,768,193,49,2,87,118,0.21,1.72,,7,7,0,1016,3,79,,, +douglph01,1914,1,CIN,NL,11,18,45,25,13,0,1,718,186,68,7,92,121,0.22,2.56,,4,11,0,972,14,111,,, +dubucje01,1914,1,DET,AL,13,14,36,27,15,2,1,672,216,86,3,76,70,0.25,3.46,,4,6,0,921,8,124,,, +engeljo01,1914,1,WS1,AL,7,5,35,15,1,0,3,373,108,41,2,75,41,0.25,2.97,,6,5,1,505,11,53,,, +enzmajo01,1914,1,BRO,NL,1,0,7,1,0,0,0,57,21,10,1,8,5,0.3,4.74,,0,3,0,84,6,14,,, +ericker01,1914,1,NY1,NL,0,1,1,1,0,0,0,15,8,0,0,3,3,0.36,0,,0,0,0,28,0,7,,, +faberre01,1914,1,CHA,AL,10,9,40,19,11,2,4,544,154,54,3,64,88,0.23,2.68,,8,12,0,740,17,77,,, +fahrepe01,1914,1,CIN,NL,0,0,5,0,0,0,0,24,8,1,0,4,2,0.3,1.13,,0,0,0,33,5,3,,, +falkecy01,1914,1,IND,FL,25,16,49,43,33,9,3,1132,332,93,5,89,236,9.99,2.22,,9,5,0,1502,5,127,,, +finneha01,1914,1,BRF,FL,12,11,27,23,13,2,1,526,153,62,6,60,54,9.99,3.18,,4,6,0,711,4,77,,, +fishera01,1914,1,NYA,AL,10,12,29,26,17,2,1,627,177,53,2,61,86,0.24,2.28,,10,4,1,799,2,65,,, +fiskema01,1914,1,CHF,FL,12,12,38,22,7,0,0,594,161,69,7,59,87,9.99,3.14,,0,7,0,762,12,84,,, +fittepa01,1914,1,CIN,NL,0,2,8,4,2,0,0,131,41,15,0,12,21,0.24,3.09,,2,1,3,183,4,20,,, +fordru01,1914,1,BUF,FL,21,6,35,26,19,5,6,742,190,50,11,41,123,9.99,1.82,,0,7,0,948,9,63,,, +fosteru01,1914,1,BOS,AL,14,8,32,27,17,5,0,635,164,40,2,52,89,0.21,1.7,,1,7,0,814,2,68,,, +frommar01,1914,1,NY1,NL,9,5,38,12,3,1,2,414,142,49,7,44,57,0.28,3.2,,1,7,0,570,17,57,,, +gallibe01,1914,1,WS1,AL,0,0,2,0,0,0,0,18,3,3,0,4,4,0.12,4.5,,1,0,0,29,1,4,,, +greggve01,1914,1,CLE,AL,9,3,17,12,6,1,0,290,88,33,0,48,56,0.25,3.07,,2,3,0,401,3,46,,, +greggve01,1914,2,BOS,AL,3,4,12,9,4,0,0,205,71,30,0,37,24,0.28,3.95,,2,0,0,260,3,39,,, +griffcl01,1914,1,WS1,AL,0,0,1,0,0,0,1,3,1,0,0,0,1,0.25,0,,0,0,0,4,1,0,,, +griffpa01,1914,1,CIN,NL,0,0,1,0,0,0,0,3,3,1,0,2,0,0.75,9,,0,0,0,6,1,3,,, +grineda01,1914,1,SLN,NL,9,13,37,16,11,2,2,537,163,50,3,57,74,0.25,2.51,,3,3,0,727,16,66,,, +groombo01,1914,1,SLF,FL,13,20,42,34,23,1,1,842,281,101,9,75,167,9.99,3.24,,9,4,0,1153,4,141,,, +hagemca01,1914,1,SLN,NL,2,4,12,7,2,0,0,166,43,15,0,20,21,0.21,2.44,,4,5,0,235,3,24,,, +hagemca01,1914,2,CHN,NL,1,1,16,1,0,0,1,140,44,18,0,12,17,0.25,3.47,,3,3,0,193,14,26,,, +hagerri01,1914,1,CLE,AL,9,15,37,26,12,3,0,594,189,68,3,118,112,0.26,3.09,,8,5,0,835,4,98,,, +hallma01,1914,1,DET,AL,4,6,25,8,1,0,0,271,88,27,1,27,18,0.26,2.69,,1,0,0,357,12,38,,, +hamilea01,1914,1,SLA,AL,17,18,44,35,20,5,2,907,265,84,5,100,111,0.23,2.5,,5,10,0,1220,5,111,,, +harmobo01,1914,1,PIT,NL,13,17,37,30,19,2,3,735,226,69,3,55,61,0.25,2.53,,3,7,0,987,6,84,,, +harpeha01,1914,1,WS1,AL,2,1,23,3,1,0,2,171,45,22,1,35,50,0.21,3.47,,3,5,0,253,11,29,,, +harribe02,1914,1,KCF,FL,7,7,31,14,5,0,1,462,179,70,7,41,40,9.99,4.09,,2,6,0,638,13,89,,, +hartefr01,1914,1,IND,FL,1,2,6,1,1,0,0,74,33,11,0,7,8,9.99,4.01,,1,0,0,0,5,12,,, +hendeed01,1914,1,PTF,FL,0,1,6,1,1,0,0,48,14,7,2,8,4,9.99,3.94,,1,0,0,0,4,8,,, +hendeed01,1914,2,IND,FL,1,0,2,1,1,0,0,30,8,5,0,4,1,9.99,4.5,,0,0,0,0,1,7,,, +hendrcl01,1914,1,CHF,FL,29,10,49,37,34,6,5,1086,262,68,6,77,189,9.99,1.69,,9,5,0,1371,12,91,,, +hennipe01,1914,1,KCF,FL,5,10,28,14,7,0,2,414,153,74,5,58,45,9.99,4.83,,7,7,0,591,13,88,,, +herbeer01,1914,1,SLF,FL,1,1,18,2,0,0,1,151,56,21,2,27,24,9.99,3.75,,2,4,0,222,15,34,,, +hessot01,1914,1,BSN,NL,5,6,14,11,7,1,1,267,89,30,2,33,24,0.27,3.03,,0,5,0,375,3,39,,, +hochha01,1914,1,SLA,AL,0,2,15,2,1,0,0,162,55,18,1,27,13,0.28,3,,1,2,0,223,7,31,,, +hogange01,1914,1,KCF,FL,0,1,4,1,0,0,0,39,12,6,1,7,7,9.99,4.15,,0,1,0,0,3,9,,, +hoppebi01,1914,1,SLN,NL,0,0,3,0,0,0,0,15,6,2,0,5,1,0.28,3.6,,0,0,0,26,3,3,,, +houckby01,1914,1,PHA,AL,0,0,3,3,0,0,0,33,14,4,0,6,4,0.31,3.27,,0,0,0,50,0,9,,, +houckby01,1914,2,BRF,FL,2,6,17,9,3,0,0,276,95,32,4,43,45,9.99,3.13,,3,2,0,394,5,48,,, +housejo02,1914,1,BUF,FL,0,1,7,2,0,0,0,69,21,14,1,20,6,9.99,5.48,,0,0,0,0,4,16,,, +huenkal01,1914,1,NY1,NL,0,0,1,0,0,0,0,6,2,1,0,0,2,0.25,4.5,,0,0,0,8,1,1,,, +hugheto02,1914,1,BSN,NL,2,0,2,2,1,0,0,51,14,5,0,4,11,0.22,2.65,,2,0,0,67,0,7,,, +hugheve01,1914,1,BLF,FL,0,0,3,0,0,0,0,17,5,2,0,3,0,9.99,3.18,,2,0,0,0,2,4,,, +humphbe01,1914,1,CHN,NL,10,11,34,22,8,2,0,513,162,51,5,37,62,0.25,2.68,,1,2,0,707,9,80,,, +ingerbo01,1914,1,CIN,NL,0,0,4,0,0,0,0,18,5,2,0,5,2,0.25,3,,0,1,0,26,3,2,,, +jacobel01,1914,1,PHI,NL,1,3,14,7,1,0,0,152,65,27,2,20,17,0.34,4.8,,3,3,0,225,6,35,,, +jamesbi01,1914,1,SLA,AL,15,14,44,35,20,3,1,852,269,90,4,109,109,0.25,2.85,,11,6,0,1162,7,121,,, +jamesbi02,1914,1,BSN,NL,26,7,46,37,30,4,2,997,261,70,7,118,156,0.22,1.9,,6,13,1,1316,9,91,,, +jamesle01,1914,1,CLE,AL,0,3,17,6,1,0,0,152,44,18,0,32,16,0.25,3.2,,1,2,0,209,5,23,,, +jaspehi01,1914,1,CHA,AL,1,0,16,0,0,0,0,97,22,12,0,20,19,0.21,3.34,,4,1,0,126,7,22,,, +jensewi01,1914,1,PHA,AL,0,1,1,1,1,0,0,27,7,2,1,2,1,0.22,2,,0,0,0,34,0,4,,, +johnsch02,1914,1,CIN,NL,0,0,1,1,0,0,0,12,6,3,0,2,1,0.33,6.75,,0,0,0,20,0,4,,, +johnsch02,1914,2,KCF,FL,9,10,20,19,12,2,0,402,157,47,2,33,78,9.99,3.16,,2,4,0,563,0,76,,, +johnsra01,1914,1,BOS,AL,3,9,16,13,4,2,0,298,92,34,2,34,24,0.26,3.08,,1,3,0,384,2,41,,, +johnsra01,1914,2,CHF,FL,9,5,16,14,12,2,0,360,88,21,5,29,60,9.99,1.58,,4,4,0,454,1,29,,, +johnswa01,1914,1,WS1,AL,28,18,51,40,33,9,1,1115,287,71,3,74,225,0.21,1.72,,14,11,1,1438,9,88,,, +jonessa01,1914,1,CLE,AL,0,0,1,0,0,0,0,10,2,1,0,2,0,0.2,2.7,,0,0,0,12,1,1,,, +juulhe02,1914,1,BRF,FL,0,3,9,3,0,0,0,87,26,20,0,31,16,9.99,6.21,,2,1,0,0,6,24,,, +kahlege01,1914,1,CLE,AL,0,1,2,1,1,0,0,42,17,6,0,7,3,0.3,3.86,,0,0,0,62,0,10,,, +kaisege01,1914,1,IND,FL,17,10,37,33,20,1,0,826,288,95,8,72,75,9.99,3.11,,4,17,0,1141,3,119,,, +kantler01,1914,1,PIT,NL,3,2,21,5,3,2,0,201,51,23,0,39,26,0.21,3.09,,3,3,0,287,9,33,,, +keatira01,1914,1,NYA,AL,7,11,34,25,14,0,1,630,198,69,1,67,109,0.25,2.96,,11,5,0,855,5,94,,, +keifeka01,1914,1,IND,FL,1,0,1,1,1,0,0,27,6,2,0,2,2,9.99,2,,1,0,0,36,0,2,,, +kellyed01,1914,1,BOS,AL,0,0,3,0,0,0,0,7,1,0,0,1,4,0.1,0,,0,0,0,11,3,1,,, +kellyhe01,1914,1,PIT,NL,0,2,5,2,2,0,0,77,24,7,1,7,6,0.25,2.45,,0,0,0,105,3,11,,, +keupphe01,1914,1,SLF,FL,8,20,42,25,12,1,0,639,256,101,3,49,70,9.99,4.27,,2,4,0,932,12,132,,, +knetzel01,1914,1,PTF,FL,20,12,37,30,20,3,1,816,257,87,9,88,146,9.99,2.88,,2,2,0,1103,6,123,,, +koestel01,1914,1,CHN,NL,0,0,4,0,0,0,0,19,6,2,0,4,6,0.26,2.84,,2,0,0,30,3,5,,, +koestel01,1914,2,CIN,NL,0,0,5,1,0,0,0,55,18,9,0,9,6,0.26,4.42,,0,0,0,82,4,15,,, +krappge01,1914,1,BUF,FL,16,14,36,29,18,1,0,758,198,70,4,115,106,9.99,2.49,,10,12,0,1069,5,83,,, +lafited01,1914,1,BRF,FL,18,15,42,33,23,0,2,872,260,85,7,127,137,9.99,2.63,,8,16,0,1191,8,110,,, +langeer01,1914,1,CHF,FL,12,11,36,22,10,2,2,570,162,47,3,55,87,9.99,2.23,,1,3,0,781,11,69,,, +lathrbi01,1914,1,CHA,AL,1,2,19,1,0,0,0,143,41,14,0,19,7,0.24,2.64,,0,2,0,191,11,20,,, +lavenji01,1914,1,CHN,NL,11,11,37,28,11,2,0,643,191,73,11,87,87,0.24,3.07,,8,11,0,909,2,106,,, +learki01,1914,1,CIN,NL,1,2,17,4,3,1,1,167,55,19,3,19,20,0.27,3.07,,2,2,0,234,9,23,,, +leclage01,1914,1,PTF,FL,5,2,22,7,5,1,0,310,99,46,1,25,49,9.99,4.01,,0,1,1,404,12,52,,, +leonadu01,1914,1,BOS,AL,19,5,36,25,17,7,3,674,139,24,3,60,176,0.18,0.96,,2,8,0,846,9,34,,, +leverwa01,1914,1,SLA,AL,1,12,27,16,5,0,0,334,107,47,5,63,41,0.26,3.8,,6,4,0,473,8,67,,, +luquedo01,1914,1,BSN,NL,0,1,2,1,1,0,0,26,5,4,0,4,1,0.16,4.15,,1,0,0,35,1,5,,, +mainal01,1914,1,DET,AL,6,6,32,12,5,1,3,415,131,41,2,59,55,0.25,2.67,,2,3,0,568,7,51,,, +mamaual01,1914,1,PIT,NL,5,2,13,6,4,2,0,189,41,12,1,24,30,0.18,1.71,,1,2,0,248,7,19,,, +mannier01,1914,1,SLA,AL,0,0,4,0,0,0,0,30,11,4,0,3,3,0.29,3.6,,0,0,0,40,2,6,,, +marioda01,1914,1,BRF,FL,3,2,17,9,4,0,0,268,97,39,1,38,41,9.99,3.93,,2,6,0,389,5,52,,, +marquru01,1914,1,NY1,NL,12,22,39,33,15,4,2,804,261,91,9,47,92,0.26,3.06,,12,2,0,1086,5,117,,, +marshru01,1914,1,PHI,NL,6,7,27,19,7,0,1,403,144,56,2,50,49,0.27,3.75,,4,5,0,591,5,77,,, +mathech01,1914,1,NY1,NL,24,13,41,35,29,5,2,936,314,104,16,23,80,0.26,3,,7,2,0,1251,6,133,,, +matteed01,1914,1,PHI,NL,3,2,15,3,2,0,0,174,58,20,1,23,28,0.27,3.1,,2,1,0,243,7,29,,, +maxwebe01,1914,1,BRF,FL,3,4,12,8,6,1,1,214,76,26,0,24,19,9.99,3.28,,0,1,0,300,3,31,,, +mayerer01,1914,1,PHI,NL,21,19,48,39,24,4,2,963,308,92,8,91,116,0.25,2.58,,2,13,1,1343,8,135,,, +mcartdi01,1914,1,PIT,NL,0,0,1,0,0,0,0,3,1,0,0,0,1,0.25,0,,0,0,0,4,1,0,,, +mcconge01,1914,1,CHN,NL,0,1,1,1,0,0,0,21,3,1,0,3,3,0.12,1.29,,0,0,0,27,0,1,,, +mcconra01,1914,1,IND,FL,0,2,7,2,1,0,0,78,23,14,3,16,7,9.99,4.85,,0,1,0,0,1,15,,, +mccreed01,1914,1,DET,AL,1,0,3,1,0,0,0,12,6,5,0,3,4,0.31,11.25,,0,0,0,22,1,5,,, +mcgrajo02,1914,1,BRF,FL,0,0,1,0,0,0,0,6,0,0,0,0,2,9.99,0,,0,1,0,0,0,0,,, +mcguito01,1914,1,CHF,FL,5,6,24,12,7,0,0,394,143,54,7,57,37,9.99,3.7,,2,4,0,558,10,76,,, +mchalma01,1914,1,NYA,AL,7,16,31,23,12,0,1,573,195,63,3,33,75,0.26,2.97,,3,4,0,765,6,82,,, +mcquige01,1914,1,PIT,NL,13,17,45,28,15,0,4,778,248,86,8,60,96,0.26,2.98,,2,8,0,1050,14,100,,, +mitchro01,1914,1,SLA,AL,4,5,28,9,4,0,4,310,134,50,1,38,38,0.32,4.35,,5,6,0,463,13,77,,, +mitchwi01,1914,1,CLE,AL,12,17,39,32,16,3,1,771,228,91,3,124,179,0.23,3.19,,9,7,0,1088,5,127,,, +mooreea01,1914,1,BUF,FL,11,15,36,27,14,2,2,584,184,93,3,99,96,9.99,4.3,,9,10,0,809,7,109,,, +moranha01,1914,1,BUF,FL,10,7,34,16,7,2,2,462,159,73,7,53,73,9.99,4.27,,3,11,0,640,12,87,,, +mortogu01,1914,1,CLE,AL,1,13,25,13,5,0,1,384,116,43,1,55,80,0.25,3.02,,3,3,0,510,9,62,,, +moselea01,1914,1,IND,FL,19,18,43,38,29,4,1,950,303,122,5,123,205,9.99,3.47,,7,4,0,1302,5,149,,, +mullige01,1914,1,IND,FL,14,10,36,20,11,1,2,609,202,61,4,91,74,9.99,2.7,,4,10,0,902,13,100,,, +niehadi01,1914,1,SLN,NL,1,0,8,1,1,0,0,52,18,6,1,8,6,0.26,3.12,,2,0,0,76,7,11,,, +oeschjo01,1914,1,PHI,NL,4,8,32,10,5,0,1,372,129,52,5,54,47,0.27,3.77,,5,10,2,546,15,74,,, +oldhare01,1914,1,DET,AL,2,4,9,7,3,0,0,136,42,17,1,8,23,0.24,3.38,,0,3,3,184,2,22,,, +ostenfr01,1914,1,IND,FL,0,0,1,0,0,0,0,6,5,5,0,2,0,9.99,22.5,,0,1,0,0,1,5,,, +otoolma01,1914,1,PIT,NL,1,8,19,9,1,0,1,277,92,48,3,47,36,0.27,4.68,,0,0,0,403,6,56,,, +otoolma01,1914,2,NY1,NL,1,1,10,5,2,0,0,102,34,16,0,12,13,0.26,4.24,,0,0,0,144,4,17,,, +package01,1914,1,KCF,FL,20,14,42,34,24,4,5,906,282,97,5,88,154,9.99,2.89,,7,3,1,1232,8,127,,, +pearcge01,1914,1,CHN,NL,9,12,30,16,4,0,1,423,122,55,3,65,78,0.23,3.51,,1,2,0,602,9,82,,, +pennohe01,1914,1,PHA,AL,11,4,28,14,8,3,3,455,136,47,1,65,90,0.24,2.79,,8,2,1,615,10,56,,, +perduhu01,1914,1,BSN,NL,2,5,9,9,2,0,0,153,60,33,5,11,13,0.31,5.82,,2,3,1,212,0,35,,, +perduhu01,1914,2,SLN,NL,8,8,22,19,12,0,1,460,160,48,3,35,43,0.29,2.82,,3,5,1,620,1,60,,, +perrige01,1914,1,KCF,FL,0,0,1,0,0,0,0,2,2,1,0,1,0,9.99,13.5,,0,0,0,0,1,1,,, +perripo01,1914,1,SLN,NL,16,13,41,32,18,3,2,858,248,75,7,93,115,0.24,2.36,,2,15,1,1165,6,106,,, +peterru01,1914,1,BRF,FL,2,2,11,3,1,0,0,113,52,16,1,16,13,9.99,3.82,,1,0,0,0,6,27,,, +pfeffje01,1914,1,BRO,NL,23,12,43,34,27,3,4,945,264,69,9,91,135,0.23,1.97,,3,7,2,1268,9,99,,, +piehcy01,1914,1,NYA,AL,4,4,18,4,1,0,0,187,68,35,6,29,24,0.28,5.05,,2,0,0,264,10,41,,, +planked01,1914,1,PHA,AL,15,7,34,22,12,4,3,556,178,59,2,42,110,0.26,2.87,,4,6,0,739,9,68,,, +porraed01,1914,1,BUF,FL,0,1,3,3,0,0,0,31,18,5,2,7,0,9.99,4.35,,0,0,0,0,0,9,,, +prendmi01,1914,1,CHF,FL,5,9,30,19,7,1,0,408,131,36,6,40,71,9.99,2.38,,3,3,0,556,4,53,,, +quinnja01,1914,1,BLF,FL,26,14,46,42,27,4,1,1028,335,99,3,65,164,9.99,2.6,,6,8,0,1331,4,129,,, +raganpa01,1914,1,BRO,NL,10,15,38,26,14,1,3,625,214,69,5,85,106,0.27,2.98,,0,3,0,902,10,104,,, +reulbed01,1914,1,BRO,NL,11,18,44,29,14,3,3,768,228,75,5,83,119,0.24,2.64,,6,10,1,1066,12,108,,, +reynoro01,1914,1,DET,AL,5,3,26,7,3,1,0,234,62,18,0,39,31,0.23,2.08,,1,6,1,315,12,26,,, +ridgwja01,1914,1,BLF,FL,0,1,4,1,0,0,0,27,20,11,1,3,2,9.99,11,,0,0,0,0,1,11,,, +ritteha01,1914,1,NY1,NL,1,0,1,0,0,0,0,24,4,1,0,4,4,0.16,1.13,,0,0,0,30,1,1,,, +rixeyep01,1914,1,PHI,NL,2,11,24,15,2,0,0,309,124,50,0,45,41,0.31,4.37,,7,3,2,461,3,73,,, +robinha01,1914,1,SLN,NL,7,8,26,16,6,1,0,378,128,42,1,32,30,0.27,3,,0,4,0,528,7,61,,, +rowanja01,1914,1,CIN,NL,1,3,12,2,0,0,2,117,38,15,1,10,16,0.26,3.46,,0,0,0,160,9,22,,, +ruckena01,1914,1,BRO,NL,7,6,16,16,5,0,0,311,113,39,2,27,35,0.27,3.39,,1,2,0,449,0,57,,, +rudoldi01,1914,1,BSN,NL,26,10,42,36,31,6,0,1009,288,88,9,61,138,0.23,2.35,,7,4,0,1302,6,105,,, +russere01,1914,1,CHA,AL,8,12,38,23,8,1,1,502,168,54,3,33,79,0.26,2.9,,5,3,0,663,8,80,,, +ruthba01,1914,1,BOS,AL,2,1,4,3,1,0,0,69,21,10,1,7,3,0.23,3.91,,0,0,0,100,0,12,,, +sallesl01,1914,1,SLN,NL,18,17,46,30,18,3,6,847,252,66,5,72,105,0.24,2.1,,0,9,0,1152,16,92,,, +schauru01,1914,1,NY1,NL,0,0,6,0,0,0,0,67,16,8,2,8,6,0.2,3.22,,2,0,0,89,3,10,,, +schlibi01,1914,1,BUF,FL,0,0,3,0,0,0,0,10,7,6,3,2,1,9.99,16.2,,1,0,0,0,0,8,,, +schmuch01,1914,1,BRO,NL,1,3,18,5,1,0,0,172,57,21,1,13,21,0.26,3.3,,1,1,0,235,10,29,,, +schnepe01,1914,1,CIN,NL,5,13,29,20,11,1,1,433,143,45,1,56,62,0.26,2.81,,1,7,0,620,9,71,,, +schulal01,1914,1,NYA,AL,1,3,6,4,1,0,0,85,27,15,0,10,18,0.23,4.76,,1,2,0,126,2,17,,, +schulal01,1914,2,BUF,FL,9,12,27,23,10,0,2,513,160,64,3,77,87,9.99,3.37,,3,2,0,697,3,80,,, +schupfe01,1914,1,NY1,NL,0,0,8,0,0,0,1,51,19,11,0,9,9,0.3,5.82,,1,2,0,74,8,11,,, +scottji01,1914,1,CHA,AL,14,18,43,33,12,2,1,760,228,80,5,75,138,0.24,2.84,,2,5,0,1008,6,109,,, +seatoto01,1914,1,BRF,FL,25,14,44,38,26,7,2,908,299,102,6,102,172,9.99,3.03,,4,13,0,1270,5,130,,, +shawji01,1914,1,WS1,AL,15,17,48,31,15,5,4,771,198,77,3,137,164,0.21,2.7,,10,8,2,1060,14,99,,, +shawkbo01,1914,1,PHA,AL,16,8,38,31,18,5,2,711,223,72,4,75,89,0.26,2.73,,0,2,0,925,5,88,,, +shermda01,1914,1,CHF,FL,0,1,1,1,0,0,0,1,0,0,0,2,0,9.99,0,,0,0,0,0,0,2,,, +shoreer01,1914,1,BOS,AL,10,5,20,16,10,1,1,419,103,31,1,34,51,0.2,2,,3,5,0,567,2,45,,, +smithbo01,1914,1,BUF,FL,0,0,15,1,0,0,3,110,39,14,3,16,13,9.99,3.44,,1,0,1,0,9,16,,, +smithch02,1914,1,CHN,NL,2,4,16,5,1,0,0,161,49,23,3,15,17,0.25,3.86,,1,1,0,217,9,27,,, +smithfr03,1914,1,BLF,FL,10,8,39,22,9,1,2,524,180,58,8,47,83,9.99,2.99,,5,0,0,742,10,86,,, +sommeru01,1914,1,BRF,FL,2,7,23,8,2,0,2,246,88,37,2,34,40,9.99,4.06,,2,3,0,349,8,54,,, +sothoal01,1914,1,SLA,AL,0,0,1,0,0,0,0,18,6,4,0,4,3,0.26,6,,0,0,0,27,1,4,,, +speaktr01,1914,1,BOS,AL,0,0,1,0,0,0,0,3,2,1,0,0,0,0.5,9,,0,0,0,4,1,1,,, +stacked01,1914,1,CHN,NL,0,1,7,1,0,0,0,49,13,9,0,11,9,0.22,4.96,,1,0,0,71,6,11,,, +steelbi01,1914,1,SLN,NL,1,2,17,2,0,0,0,160,55,16,3,7,16,0.27,2.7,,1,3,0,219,7,30,,, +steelbi01,1914,2,BRO,NL,1,1,8,1,0,0,1,49,17,10,1,7,3,0.25,5.51,,0,0,0,74,5,16,,, +steenbi01,1914,1,CLE,AL,9,14,30,22,13,1,0,602,201,58,0,68,97,0.27,2.6,,4,4,2,810,5,74,,, +steveji01,1914,1,WS1,AL,0,0,2,0,0,0,0,9,4,3,0,2,0,0.36,9,,0,1,0,14,1,3,,, +stonedw01,1914,1,KCF,FL,8,14,39,22,6,0,0,560,205,90,8,77,88,9.99,4.34,,9,8,2,815,10,110,,, +stranpa01,1914,1,BSN,NL,6,2,16,3,1,0,1,166,47,15,1,23,33,0.23,2.44,,3,1,0,230,10,23,,, +suggsge01,1914,1,BLF,FL,24,14,46,38,26,6,4,958,322,103,6,57,132,9.99,2.9,,3,10,1,1278,7,118,,, +swandu01,1914,1,KCF,FL,0,0,1,0,0,0,0,3,0,0,0,1,1,9.99,0,,0,0,0,0,1,0,,, +taylowi01,1914,1,SLA,AL,2,5,16,8,2,1,0,150,41,19,0,25,20,0.2,3.42,,2,2,0,223,4,24,,, +tedroal01,1914,1,CLE,AL,1,2,4,3,1,0,0,67,19,3,0,14,4,0.23,1.21,,0,3,0,98,0,6,,, +tesreje01,1914,1,NY1,NL,26,10,42,40,26,8,1,967,238,85,8,128,189,0.2,2.37,,6,7,0,1299,2,104,,, +tincube01,1914,1,PHI,NL,8,10,28,17,9,3,2,465,165,45,0,62,108,0.28,2.61,,2,4,0,659,10,71,,, +tylerle01,1914,1,BSN,NL,16,13,38,34,21,5,2,814,247,81,7,101,140,0.24,2.69,,8,14,0,1129,3,113,,, +vaughhi01,1914,1,CHN,NL,21,13,42,35,23,4,1,881,236,67,1,109,165,0.22,2.05,,13,8,1,1209,6,119,,, +vernojo01,1914,1,BRF,FL,0,0,1,1,0,0,0,10,4,4,0,5,0,9.99,10.8,,0,0,0,0,0,4,,, +wagnebu02,1914,1,BRO,NL,0,1,6,0,0,0,0,37,14,9,0,12,4,0.31,6.57,,0,1,0,60,2,11,,, +walkemy01,1914,1,PTF,FL,4,16,35,21,12,0,0,508,197,81,3,74,79,9.99,4.31,,12,3,0,746,12,108,,, +walshed01,1914,1,CHA,AL,2,3,8,5,3,1,0,134,33,14,0,20,15,0.21,2.82,,1,1,0,183,2,19,,, +warhoja01,1914,1,NYA,AL,8,15,37,23,15,0,0,650,182,57,8,44,56,0.23,2.37,,4,11,0,829,10,75,,, +watsodo01,1914,1,CHF,FL,9,8,26,18,10,3,1,516,145,39,2,49,69,9.99,2.04,,0,4,0,0,6,50,,, +watsodo01,1914,2,SLF,FL,3,4,9,7,4,2,0,168,41,12,1,24,18,9.99,1.93,,1,3,1,0,2,18,,, +weilmca01,1914,1,SLA,AL,18,13,44,36,20,3,1,897,260,69,1,84,119,0.23,2.08,,4,11,2,1192,5,96,,, +welchte01,1914,1,SLF,FL,0,0,3,0,0,0,0,18,6,4,0,3,2,9.99,6,,0,3,0,0,3,4,,, +whitech01,1914,1,IND,FL,2,0,8,2,2,0,0,78,34,14,0,5,10,9.99,4.85,,0,0,0,0,3,14,,, +wilheka01,1914,1,BLF,FL,12,17,47,27,11,1,5,731,263,109,10,81,113,9.99,4.03,,6,0,0,985,18,141,,, +willeed01,1914,1,SLF,FL,4,16,27,21,14,0,0,525,208,82,5,56,73,9.99,4.22,,9,10,0,771,3,101,,, +willijo02,1914,1,DET,AL,0,2,4,3,1,0,0,34,17,8,0,5,4,0.37,6.35,,1,0,0,50,0,12,,, +willile01,1914,1,DET,AL,0,1,1,1,0,0,0,3,3,0,0,2,0,0.42,0,,0,0,0,9,0,5,,, +willimu01,1914,1,WS1,AL,0,0,5,0,0,0,1,21,5,4,0,4,3,0.22,5.14,,1,0,0,26,4,5,,, +willist01,1914,1,SLN,NL,0,1,5,1,0,0,0,33,13,8,1,6,2,0.29,6.55,,0,0,0,58,4,8,,, +wilsofi01,1914,1,BRF,FL,0,1,2,1,1,0,0,21,7,6,0,11,4,9.99,7.71,,0,0,0,0,1,7,,, +wiltsho01,1914,1,NY1,NL,1,1,20,0,0,0,1,114,41,12,2,12,19,0.28,2.84,,1,0,0,161,17,21,,, +wolfgme01,1914,1,CHA,AL,9,5,24,11,9,2,0,358,96,25,0,32,50,0.21,1.89,,1,0,0,470,12,42,,, +woodjo02,1914,1,BOS,AL,10,3,18,14,11,1,1,340,94,33,1,34,67,0.22,2.62,,5,0,0,444,4,38,,, +woodmda01,1914,1,BUF,FL,0,0,13,0,0,0,1,101,30,9,0,11,13,9.99,2.41,,1,1,0,0,10,16,,, +woodscl01,1914,1,IND,FL,0,0,2,0,0,0,1,6,1,1,0,2,1,9.99,4.5,,0,0,0,0,2,1,,, +wordefr01,1914,1,PHA,AL,0,0,1,0,0,0,0,6,8,4,0,0,1,0.61,18,,0,0,0,13,1,5,,, +wyckowe01,1914,1,PHA,AL,11,7,32,20,11,0,2,555,153,62,2,103,86,0.22,3.02,,14,4,0,778,6,82,,, +yinglea01,1914,1,CIN,NL,9,13,34,27,8,3,0,594,207,76,6,54,80,0.27,3.45,,7,6,0,844,4,102,,, +yountdu01,1914,1,BLF,FL,1,1,13,1,1,0,0,124,44,19,2,19,19,9.99,4.14,,3,1,0,0,10,28,,, +zabelzi01,1914,1,CHN,NL,4,4,29,7,2,0,3,384,104,31,5,45,50,0.23,2.18,,4,2,1,507,18,45,,, +zeisema01,1914,1,BOS,AL,0,0,2,0,0,0,0,30,9,2,0,8,0,0.28,1.8,,1,1,0,41,2,4,,, +adamsba01,1915,1,PIT,NL,14,14,40,30,17,2,2,735,229,78,6,34,62,0.25,2.87,,2,2,0,969,8,90,,, +adamsda01,1915,1,KCF,FL,0,2,11,2,0,0,0,105,41,18,2,13,16,9.99,4.63,,3,1,0,0,8,20,,, +adamska01,1915,1,CHN,NL,1,9,26,12,3,0,0,321,105,56,5,43,57,0.26,4.71,,4,2,0,462,10,62,,, +aitchra01,1915,1,BRO,NL,0,4,7,5,2,0,0,98,36,18,3,6,14,0.26,4.96,,0,2,0,147,2,25,,, +alexape01,1915,1,PHI,NL,31,10,49,42,36,12,3,1129,253,51,3,64,241,0.19,1.22,,2,10,0,1435,7,86,,, +allenfr01,1915,1,PTF,FL,23,13,41,37,24,6,0,850,230,79,9,100,127,9.99,2.51,,7,11,2,1122,3,90,,, +altroni01,1915,1,WS1,AL,0,0,1,0,0,0,1,9,7,3,0,1,2,0.43,9,,0,0,0,17,1,4,,, +amesre01,1915,1,CIN,NL,2,4,17,7,4,1,1,204,82,34,2,24,26,0.31,4.5,,3,0,0,293,5,39,,, +amesre01,1915,2,SLN,NL,9,3,15,14,8,2,1,340,93,31,1,32,48,0.22,2.46,,2,0,1,457,1,35,,, +anckewa01,1915,1,PHA,AL,0,0,4,1,0,0,0,53,19,7,1,17,4,0.27,3.57,,2,3,0,88,3,10,,, +anderfr01,1915,1,BUF,FL,19,13,36,28,14,5,0,720,192,67,5,72,142,9.99,2.51,,4,3,0,938,5,80,,, +appleed01,1915,1,BRO,NL,4,10,34,10,5,0,0,415,133,51,3,66,50,0.26,3.32,,7,8,1,606,13,71,,, +ayersdo01,1915,1,WS1,AL,14,9,40,16,8,2,3,634,178,52,1,38,96,0.23,2.21,,0,7,0,807,17,66,,, +bailebi01,1915,1,BLF,FL,6,19,36,23,11,2,0,571,179,98,8,115,98,9.99,4.63,,3,9,0,0,12,118,,, +bailebi01,1915,2,CHF,FL,3,1,5,5,3,3,0,100,23,8,1,10,24,9.99,2.16,,0,0,0,0,0,9,,, +bargecy01,1915,1,PTF,FL,9,8,34,13,8,1,6,459,130,39,1,47,47,9.99,2.29,,1,4,0,597,19,49,,, +barneje01,1915,1,BSN,NL,3,0,9,3,2,0,0,136,41,7,1,10,16,0.24,1.39,,1,4,0,184,6,14,,, +baumgge01,1915,1,SLA,AL,0,2,7,1,1,0,0,67,29,11,0,11,6,0.35,4.43,,0,0,0,92,4,15,,, +baumgst01,1915,1,PHI,NL,0,2,16,1,0,0,0,145,38,13,2,23,27,0.22,2.42,,0,1,1,197,12,22,,, +bediehu01,1915,1,BUF,FL,16,18,53,30,16,2,10,808,284,95,5,69,106,9.99,3.17,,4,3,0,1110,19,131,,, +bendech01,1915,1,BLF,FL,4,16,26,23,15,0,1,535,198,79,5,37,89,9.99,3.99,,3,7,0,708,3,103,,, +bentlja01,1915,1,WS1,AL,0,2,4,2,0,0,0,34,8,1,0,3,0,0.2,0.79,,0,0,0,43,2,4,,, +bentoru01,1915,1,CIN,NL,6,13,35,21,6,2,4,529,165,65,2,67,83,0.25,3.32,,5,14,0,749,9,79,,, +bentoru01,1915,2,NY1,NL,3,5,10,7,3,0,1,182,57,19,0,9,26,0.25,2.82,,1,5,0,248,3,26,,, +benzjo01,1915,1,CHA,AL,15,11,39,28,17,2,0,715,209,56,4,43,81,0.23,2.11,,4,3,2,911,5,78,,, +billiha01,1915,1,NEW,FL,0,1,14,2,0,0,1,85,32,18,0,28,7,9.99,5.72,,2,2,1,0,8,23,,, +blackch01,1915,1,KCF,FL,0,1,7,2,0,0,0,47,19,15,2,13,7,9.99,8.62,,1,0,0,0,3,15,,, +blackda01,1915,1,CHF,FL,6,7,25,10,2,0,0,364,104,33,3,33,43,9.99,2.45,,2,6,0,0,9,46,,, +blackda01,1915,2,BLF,FL,1,3,8,4,1,0,0,102,32,14,2,15,10,9.99,3.71,,0,2,0,0,2,18,,, +bluejji01,1915,1,BRF,FL,10,11,24,21,10,2,0,488,155,57,2,75,48,9.99,3.15,,6,0,0,676,3,74,,, +boardch01,1915,1,SLN,NL,1,0,3,1,1,0,0,57,12,3,0,15,7,0.18,1.42,,0,2,0,78,2,4,,, +boehlge01,1915,1,DET,AL,1,1,8,0,0,0,0,45,19,3,0,4,7,0.32,1.8,,0,1,0,63,6,10,,, +boehljo01,1915,1,WS1,AL,14,13,40,32,14,2,0,688,217,82,5,119,108,0.25,3.22,,6,9,6,979,7,105,,, +bolanbe01,1915,1,DET,AL,13,7,45,18,8,1,2,608,167,70,2,75,72,0.23,3.11,,3,6,0,808,16,86,,, +bowmaab01,1915,1,CLE,AL,0,1,2,1,0,0,0,4,1,3,0,3,0,0.25,20.25,,0,0,0,7,1,4,,, +bradyne01,1915,1,NYA,AL,0,0,2,1,0,0,0,26,9,3,0,7,6,0.28,3.12,,0,0,0,39,0,3,,, +braital01,1915,1,PTF,FL,0,0,2,0,0,0,0,9,0,0,0,0,2,9.99,0,,0,0,0,0,1,0,,, +brandch01,1915,1,NEW,FL,1,1,16,1,1,0,0,151,55,19,0,15,15,9.99,3.4,,1,1,0,204,11,36,,, +brennad01,1915,1,CHF,FL,3,9,19,13,7,2,0,318,117,44,4,30,40,9.99,3.74,,3,7,0,545,5,55,,, +brently01,1915,1,CLE,AL,2,3,11,5,1,1,0,153,60,19,1,20,18,0.3,3.35,,0,2,0,217,4,31,,, +bressru01,1915,1,PHA,AL,4,17,32,20,7,1,0,535,183,103,3,118,69,0.28,5.2,,7,7,0,771,8,133,,, +brownbo01,1915,1,NYA,AL,2,6,19,11,5,0,1,290,95,44,4,47,34,0.27,4.1,,1,5,0,397,5,49,,, +browncu01,1915,1,CIN,NL,0,2,7,3,0,0,0,81,26,14,2,6,13,0.24,4.67,,2,2,0,116,3,20,,, +brownel01,1915,1,BRO,NL,0,0,1,0,0,0,0,6,4,2,0,3,1,0.5,9,,0,0,0,11,1,4,,, +brownmo01,1915,1,CHF,FL,17,8,35,25,17,3,4,709,189,55,2,64,95,9.99,2.09,,6,7,0,952,9,75,,, +burksa01,1915,1,PTF,FL,2,0,2,2,1,0,0,54,8,2,0,11,9,9.99,1,,0,0,0,0,0,3,,, +bushjo01,1915,1,PHA,AL,5,15,25,18,8,0,0,437,137,67,3,89,89,0.26,4.14,,10,4,0,613,5,86,,, +cadorle01,1915,1,BRO,NL,0,2,7,2,1,0,0,63,28,13,0,8,12,0.33,5.57,,0,2,1,94,4,15,,, +caldwra02,1915,1,NYA,AL,19,16,36,35,31,3,0,915,266,98,6,107,130,0.24,2.89,,4,5,0,1201,1,115,,, +callara01,1915,1,CIN,NL,0,0,3,0,0,0,0,19,12,6,1,1,4,0.36,8.53,,0,0,0,34,3,7,,, +camniho01,1915,1,PTF,FL,0,0,4,2,0,0,0,60,19,10,1,11,6,9.99,4.5,,2,0,0,0,1,11,,, +cartepa01,1915,1,CLE,AL,1,1,11,2,2,0,0,126,44,15,1,18,14,0.27,3.21,,1,0,0,180,7,22,,, +cavetpu01,1915,1,DET,AL,4,2,17,7,2,0,1,213,83,32,1,22,26,0.3,4.06,,2,2,1,301,5,39,,, +chalmge01,1915,1,PHI,NL,8,9,26,20,13,1,1,511,159,47,3,45,82,0.25,2.48,,6,0,1,687,4,58,,, +chenela01,1915,1,CHN,NL,8,9,25,18,6,2,0,394,120,52,1,55,68,0.24,3.56,,8,4,0,563,3,69,,, +chenela01,1915,2,BRO,NL,0,2,5,4,1,0,0,81,16,5,0,17,11,0.17,1.67,,1,2,0,115,0,10,,, +cicoted01,1915,1,CHA,AL,13,12,39,26,15,1,3,670,216,75,2,48,106,0.26,3.02,,4,6,2,881,7,89,,, +cochrgo01,1915,1,CIN,NL,0,0,1,0,0,0,0,6,5,2,0,0,1,0.45,9,,0,0,0,11,1,3,,, +cocrege01,1915,1,BSN,NL,0,0,1,0,0,0,0,5,3,1,0,0,0,0.42,5.4,,1,0,0,7,0,2,,, +coleki01,1915,1,NYA,AL,3,3,10,6,2,0,1,153,41,18,2,22,19,0.22,3.18,,2,3,0,208,4,27,,, +collaal01,1915,1,CLE,AL,2,5,11,6,5,2,0,193,52,17,1,22,15,0.23,2.38,,2,0,0,243,4,22,,, +collira01,1915,1,BOS,AL,4,7,25,9,2,0,2,314,101,50,1,31,43,0.26,4.3,,1,1,0,419,12,62,,, +comstra01,1915,1,BOS,AL,1,0,3,0,0,0,0,27,10,2,2,2,1,0.29,2,,0,0,0,36,2,3,,, +comstra01,1915,2,PTF,FL,3,3,12,7,3,0,2,158,44,19,3,7,18,9.99,3.25,,1,1,1,194,2,25,,, +conebo01,1915,1,PHA,AL,0,0,1,1,0,0,0,2,5,3,0,0,0,0.71,40.5,,0,0,0,7,0,3,,, +conlesn01,1915,1,BLF,FL,1,4,25,6,4,0,0,258,97,41,5,32,40,9.99,4.29,,0,4,0,345,10,48,,, +conzejo01,1915,1,PIT,NL,1,1,18,1,0,0,0,142,41,18,0,20,22,0.24,3.42,,0,3,0,194,12,18,,, +cookro01,1915,1,SLA,AL,0,0,5,0,0,0,0,41,16,11,0,9,7,0.27,7.24,,1,1,0,68,4,14,,, +coombja01,1915,1,BRO,NL,15,10,29,24,17,2,0,587,166,56,1,91,56,0.23,2.58,,3,16,0,837,3,71,,, +coopegu01,1915,1,BOS,AL,0,0,1,0,0,0,0,6,0,0,0,2,0,0,0,,0,0,0,7,1,0,,, +coopewi01,1915,1,PIT,NL,5,16,38,21,11,1,4,557,180,68,4,52,71,0.26,3.3,,8,9,0,778,14,92,,, +cottren01,1915,1,NYA,AL,0,1,7,0,0,0,0,64,29,8,2,7,7,0.33,3.38,,0,1,0,96,6,12,,, +coumbfr01,1915,1,CLE,AL,4,7,30,12,4,1,2,342,123,44,1,37,37,0.29,3.47,,4,3,0,459,14,63,,, +covelha01,1915,1,DET,AL,22,13,50,38,20,1,4,938,271,85,2,87,150,0.23,2.45,,5,20,0,1269,9,123,,, +cranddo01,1915,1,SLF,FL,21,15,51,33,22,4,1,938,307,90,5,77,117,9.99,2.59,,1,10,0,1256,11,116,,, +croweca01,1915,1,PHA,AL,2,6,10,8,4,0,0,163,56,33,1,47,15,0.29,5.47,,4,5,0,244,1,53,,, +crutcdi01,1915,1,BSN,NL,2,2,14,4,1,0,2,131,50,21,1,16,17,0.3,4.33,,0,2,0,185,8,28,,, +culloni01,1915,1,KCF,FL,22,11,44,36,22,3,2,907,278,82,8,67,111,9.99,2.44,,6,9,0,1192,5,105,,, +dalege01,1915,1,CIN,NL,18,17,49,35,20,4,3,890,256,81,6,107,104,0.24,2.46,,6,6,1,1207,7,115,,, +daussho01,1915,1,DET,AL,24,13,46,35,27,1,2,929,261,86,1,115,132,0.23,2.5,,8,11,0,1235,9,115,,, +davenda01,1915,1,SLF,FL,22,18,55,46,30,10,1,1178,300,96,5,96,229,9.99,2.2,,7,5,1,1527,5,116,,, +daviech01,1915,1,PHA,AL,1,2,4,2,0,0,0,46,20,15,0,12,2,0.33,8.8,,3,1,0,72,2,16,,, +davisbu01,1915,1,PHA,AL,0,2,18,2,2,0,0,200,65,30,1,59,18,0.27,4.05,,6,6,0,303,15,53,,, +davisdi01,1915,1,CHA,AL,0,0,2,0,0,0,0,9,2,0,0,2,2,0.25,0,,0,1,0,11,2,0,,, +davisge02,1915,1,BSN,NL,3,3,15,9,4,0,0,220,85,31,2,19,26,0.3,3.8,,2,4,0,315,5,45,,, +dellwh01,1915,1,BRO,NL,11,10,40,24,12,4,1,645,166,56,5,100,94,0.21,2.34,,4,8,0,894,12,80,,, +demaral01,1915,1,PHI,NL,14,11,32,26,13,3,1,629,201,71,4,58,69,0.26,3.05,,1,3,0,854,6,84,,, +dickswa01,1915,1,PTF,FL,7,5,27,11,4,0,0,290,115,45,5,33,36,9.99,4.19,,0,2,0,399,10,51,,, +doakbi01,1915,1,SLN,NL,16,18,38,36,19,3,1,828,263,81,4,85,124,0.26,2.64,,2,8,1,1147,2,103,,, +donovbi01,1915,1,NYA,AL,0,3,9,1,0,0,0,101,35,18,1,10,17,0.27,4.81,,0,1,0,144,7,18,,, +douglla01,1915,1,BLF,FL,1,0,2,0,0,0,0,9,3,1,0,2,1,9.99,3,,0,0,0,0,2,1,,, +douglph01,1915,1,CIN,NL,1,5,8,7,0,0,0,140,53,28,0,23,29,0.29,5.4,,1,0,0,213,1,35,,, +douglph01,1915,2,BRO,NL,5,5,20,13,5,1,0,350,104,34,1,17,63,0.24,2.62,,3,5,0,468,5,45,,, +douglph01,1915,3,CHN,NL,1,1,4,4,2,1,0,75,17,6,0,7,18,0.18,2.16,,0,1,0,102,0,9,,, +dubucje01,1915,1,DET,AL,17,12,39,33,22,5,2,774,231,92,6,88,74,0.24,3.21,,11,10,0,1040,4,116,,, +dumonge01,1915,1,WS1,AL,2,1,6,4,3,2,0,120,23,9,0,12,18,0.16,2.03,,1,2,0,150,1,17,,, +eastca01,1915,1,SLA,AL,0,0,1,1,0,0,0,10,6,6,0,2,1,0.4,16.2,,0,0,0,17,0,6,,, +eccleha01,1915,1,PHA,AL,0,1,5,1,0,0,1,63,18,11,2,6,13,0.24,4.71,,1,0,0,81,4,16,,, +ehmkeho01,1915,1,BUF,FL,0,2,18,2,0,0,0,161,69,33,2,25,18,9.99,5.53,,3,5,0,242,11,46,,, +engeljo01,1915,1,WS1,AL,0,3,11,3,0,0,0,101,30,12,0,19,9,0.26,3.21,,4,3,0,137,2,15,,, +faberre01,1915,1,CHA,AL,24,14,50,32,21,2,2,899,264,85,3,99,182,0.24,2.55,,4,11,0,1250,14,118,,, +falkecy01,1915,1,NEW,FL,9,11,25,21,14,0,1,516,175,62,6,47,76,9.99,3.24,,4,10,0,873,3,78,,, +falkecy01,1915,2,BRF,FL,3,3,7,7,5,1,0,144,31,8,1,12,20,9.99,1.5,,0,0,0,0,0,15,,, +fillida01,1915,1,PHA,AL,0,5,8,4,1,0,0,118,42,15,0,32,17,0.31,3.43,,2,1,0,167,4,25,,, +finneha01,1915,1,BRF,FL,10,12,37,24,12,1,2,646,197,67,2,87,68,9.99,2.8,,9,9,0,886,11,90,,, +fishera01,1915,1,NYA,AL,18,11,30,28,20,4,0,743,219,58,7,62,97,0.24,2.11,,2,5,0,968,2,82,,, +fordru01,1915,1,BUF,FL,5,9,21,15,7,0,0,382,140,64,7,48,34,9.99,4.52,,3,3,0,559,5,74,,, +fosteru01,1915,1,BOS,AL,19,8,37,33,21,5,1,766,217,60,3,86,82,0.23,2.11,,5,10,1,1010,2,83,,, +frommar01,1915,1,NY1,NL,0,1,4,1,0,0,0,37,15,8,1,2,4,0.3,5.84,,1,0,0,54,2,11,,, +gallibe01,1915,1,WS1,AL,17,11,43,29,14,3,1,779,220,66,2,64,130,0.23,2.29,,6,4,0,1008,8,90,,, +garrecl01,1915,1,CLE,AL,2,2,4,4,2,0,0,70,19,6,1,6,5,0.22,2.31,,1,1,0,92,0,13,,, +georgle01,1915,1,CIN,NL,2,2,5,3,2,1,0,84,24,12,1,8,11,0.24,3.86,,0,5,0,116,2,12,,, +gingrjo01,1915,1,KCF,FL,0,0,2,0,0,0,0,12,6,3,0,1,2,9.99,6.75,,0,0,0,0,2,3,,, +greggve01,1915,1,BOS,AL,4,2,18,9,3,1,3,225,71,28,2,32,43,0.26,3.36,,2,5,1,310,7,37,,, +grineda01,1915,1,SLN,NL,5,11,37,18,9,3,3,451,137,47,4,46,46,0.25,2.81,,3,8,2,610,16,59,,, +groombo01,1915,1,SLF,FL,11,11,37,26,11,4,2,627,200,76,6,73,111,9.99,3.27,,4,2,0,841,6,93,,, +haasbr01,1915,1,PHA,AL,0,1,6,2,1,0,0,43,23,19,0,28,7,0.4,11.93,,6,0,0,85,1,27,,, +hagerri01,1915,1,CLE,AL,6,14,29,22,7,0,0,453,156,59,4,77,69,0.27,3.52,,5,6,2,646,4,86,,, +hamilea01,1915,1,SLA,AL,9,17,35,27,13,1,0,612,203,65,4,69,63,0.27,2.87,,4,12,0,821,4,98,,, +harmobo01,1915,1,PIT,NL,16,17,37,32,25,5,1,809,242,75,6,62,86,0.24,2.5,,1,3,0,1077,4,106,,, +harpeha01,1915,1,WS1,AL,4,4,19,10,5,2,2,259,66,17,1,40,54,0.22,1.77,,5,1,0,338,6,26,,, +harpeja02,1915,1,PHA,AL,0,0,3,0,0,0,0,26,5,3,0,1,3,0.16,3.12,,0,0,0,32,2,4,,, +harribe02,1915,1,KCF,FL,0,0,1,0,0,0,0,6,1,0,0,0,0,9.99,0,,0,0,0,0,1,0,,, +harstos01,1915,1,CLE,AL,3,5,32,7,4,0,1,246,81,31,1,35,35,0.27,3.4,,1,1,0,336,15,45,,, +hearnbu01,1915,1,PTF,FL,6,11,29,17,8,1,0,527,187,66,6,37,49,9.99,3.38,,1,2,2,694,9,74,,, +hendrcl01,1915,1,CHF,FL,16,15,40,31,26,5,4,855,256,95,7,84,107,9.99,3,,11,2,0,1149,9,120,,, +hennipe01,1915,1,KCF,FL,9,15,40,20,15,1,2,621,181,73,5,76,73,9.99,3.17,,5,3,1,848,16,88,,, +herbeer01,1915,1,SLF,FL,1,0,11,1,1,0,0,144,48,18,1,18,23,9.99,3.38,,3,3,0,211,9,21,,, +herbefr01,1915,1,NY1,NL,1,1,2,2,1,0,0,51,12,2,0,4,6,0.19,1.06,,0,0,0,65,0,5,,, +herribi01,1915,1,BRF,FL,0,0,3,0,0,0,0,9,5,5,1,2,3,9.99,15,,1,1,0,0,2,6,,, +hessot01,1915,1,BSN,NL,0,1,4,1,1,0,0,42,16,6,0,6,5,0.28,3.86,,2,2,0,65,2,13,,, +hillca01,1915,1,PIT,NL,2,1,8,3,2,1,0,141,42,6,0,13,24,0.25,1.15,,1,2,0,186,3,8,,, +hillhe01,1915,1,CLE,AL,0,0,1,0,0,0,0,6,1,0,0,2,0,0.25,0,,0,0,0,6,0,0,,, +hochha01,1915,1,SLA,AL,0,4,12,3,1,0,0,120,52,32,2,26,9,0.31,7.2,,1,3,1,196,7,49,,, +hoffch01,1915,1,SLA,AL,2,2,11,3,2,0,0,131,26,6,0,24,23,0.16,1.24,,3,1,0,179,8,16,,, +hoggbr01,1915,1,CHN,NL,1,0,2,2,1,1,0,39,12,3,1,6,0,0.24,2.08,,0,1,0,57,0,3,,, +hoppebi01,1915,1,WS1,AL,0,1,13,0,0,0,1,94,39,16,0,16,8,0.34,4.6,,1,1,0,129,9,23,,, +hugheto02,1915,1,BSN,NL,16,14,50,25,17,4,9,841,208,66,4,58,171,0.21,2.12,,2,11,0,1069,22,88,,, +humphbe01,1915,1,CHN,NL,8,13,31,22,10,4,3,515,183,44,6,23,45,0.28,2.31,,3,5,0,702,6,69,,, +jamesbi01,1915,1,SLA,AL,7,10,34,23,8,0,1,511,155,68,2,92,58,0.25,3.59,,5,7,0,708,5,89,,, +jamesbi01,1915,2,DET,AL,7,3,11,9,3,1,0,201,57,18,1,33,24,0.24,2.42,,1,0,0,268,2,26,,, +jamesbi02,1915,1,BSN,NL,5,4,13,10,4,0,0,205,68,23,3,22,23,0.26,3.03,,3,2,0,287,3,28,,, +jaspehi01,1915,1,CHA,AL,0,1,3,2,1,0,0,47,8,8,2,9,15,0.15,4.6,,0,0,0,60,0,8,,, +johnsch02,1915,1,KCF,FL,17,17,46,34,19,4,2,844,253,86,5,71,118,9.99,2.75,,13,8,0,1126,6,121,,, +johnsra01,1915,1,CHF,FL,2,4,11,6,3,0,1,171,58,28,2,23,19,9.99,4.42,,1,2,0,0,4,34,,, +johnsra01,1915,2,BLF,FL,7,11,23,19,12,2,1,452,143,56,3,58,62,9.99,3.35,,4,0,1,0,3,68,,, +johnswa01,1915,1,WS1,AL,27,13,47,39,35,7,4,1010,258,58,1,56,203,0.21,1.55,,7,19,0,1305,8,83,,, +johnswa02,1915,1,CHA,AL,0,0,1,0,0,0,0,6,3,2,0,0,3,0.33,9,,0,0,0,9,0,2,,, +jonessa01,1915,1,CLE,AL,4,9,48,9,2,0,4,437,131,59,0,63,42,0.25,3.65,,3,1,0,583,24,78,,, +kaisege01,1915,1,NEW,FL,15,15,41,29,16,5,2,784,246,65,1,73,75,9.99,2.24,,4,9,0,1039,9,90,,, +kantler01,1915,1,PIT,NL,5,12,29,18,10,1,3,489,135,41,1,58,64,0.23,2.26,,1,4,0,669,6,60,,, +keatira01,1915,1,NYA,AL,3,6,11,10,8,1,0,238,66,32,3,45,37,0.22,3.63,,4,3,0,338,1,41,,, +kellyhe01,1915,1,PIT,NL,1,1,5,1,0,0,0,33,10,5,0,4,6,0.25,4.09,,0,1,0,48,3,9,,, +kirbyla01,1915,1,SLF,FL,0,0,1,0,0,0,0,21,7,4,1,2,7,9.99,5.14,,0,0,0,0,1,5,,, +klepfed01,1915,1,CHA,AL,1,0,3,2,1,0,0,38,11,4,0,5,3,0.23,2.84,,1,0,0,52,1,4,,, +klepfed01,1915,2,CLE,AL,1,6,8,7,2,0,0,129,47,10,0,11,13,0.28,2.09,,0,0,0,177,1,25,,, +knetzel01,1915,1,PTF,FL,18,14,41,33,22,3,3,837,256,80,5,89,120,9.99,2.58,,4,1,0,1111,8,105,,, +knowlto01,1915,1,PHA,AL,4,6,18,9,8,0,0,302,99,39,1,60,24,0.27,3.49,,4,6,1,428,7,53,,, +koober01,1915,1,SLA,AL,4,5,28,13,6,0,1,401,119,35,2,50,37,0.25,2.36,,6,10,0,528,9,50,,, +krappge01,1915,1,BUF,FL,9,19,38,30,14,1,0,693,188,90,6,123,93,9.99,3.51,,6,4,1,946,7,106,,, +lafited01,1915,1,BRF,FL,6,9,17,16,7,0,0,353,126,52,6,57,34,9.99,3.98,,6,1,2,0,1,67,,, +lafited01,1915,2,BUF,FL,2,2,14,5,1,1,1,151,53,19,1,22,17,9.99,3.4,,1,2,0,0,9,25,,, +lamlifr01,1915,1,SLN,NL,0,0,4,0,0,0,0,57,21,3,0,3,11,0.3,1.42,,1,0,0,81,3,12,,, +lavenji01,1915,1,CHN,NL,10,16,41,24,13,1,4,660,178,63,5,67,117,0.22,2.58,,7,10,0,885,13,77,,, +learki01,1915,1,CIN,NL,6,10,40,15,9,0,0,503,169,56,7,45,46,0.27,3.01,,3,6,0,698,20,73,,, +leclage01,1915,1,PTF,FL,1,2,14,3,1,0,1,137,43,17,1,13,10,9.99,3.35,,4,1,0,0,8,20,,, +leclage01,1915,2,BUF,FL,0,0,1,0,0,0,0,9,4,2,0,1,2,9.99,6,,0,0,0,0,0,2,,, +leclage01,1915,3,BLF,FL,1,8,18,9,6,1,1,252,76,23,2,22,30,9.99,2.46,,1,0,1,0,9,43,,, +ledbera01,1915,1,DET,AL,0,0,1,0,0,0,0,3,1,0,0,0,0,0.33,0,,0,0,0,3,1,0,,, +leonadu01,1915,1,BOS,AL,15,7,32,21,10,2,0,550,130,48,3,67,116,0.2,2.36,,2,14,1,705,7,57,,, +leverwa01,1915,1,SLA,AL,0,2,5,1,0,0,1,27,11,8,0,8,3,0.33,8,,2,1,0,42,4,9,,, +lowdegr01,1915,1,SLA,AL,9,17,38,29,14,1,0,667,183,77,1,133,130,0.23,3.12,,6,16,0,931,7,110,,, +lowdegr01,1915,2,DET,AL,4,1,7,5,0,0,0,84,17,13,0,24,18,0.18,4.18,,2,1,0,117,1,16,,, +luquedo01,1915,1,BSN,NL,0,0,2,1,0,0,0,15,6,2,0,4,3,0.28,3.6,,1,0,0,25,1,3,,, +mailsdu01,1915,1,BRO,NL,0,1,2,0,0,0,0,15,6,2,2,5,3,0.33,3.6,,0,0,0,24,2,5,,, +mainal01,1915,1,KCF,FL,13,14,35,28,18,2,3,690,181,65,4,75,91,9.99,2.54,,4,5,0,906,6,88,,, +mamaual01,1915,1,PIT,NL,21,8,38,31,17,8,0,755,182,57,3,96,152,0.2,2.04,,2,9,0,1003,7,70,,, +marioda01,1915,1,BRF,FL,12,9,35,25,15,2,0,625,193,74,1,64,46,9.99,3.2,,2,3,0,845,9,92,,, +marklcl01,1915,1,NYA,AL,2,0,3,2,2,0,0,69,15,1,1,6,12,0.18,0.39,,1,0,0,87,1,3,,, +marquru01,1915,1,NY1,NL,9,8,27,20,10,2,2,507,178,70,8,33,79,0.27,3.73,,3,1,0,701,5,85,,, +marquru01,1915,2,BRO,NL,2,2,6,3,0,0,1,74,29,17,0,5,13,0.27,6.2,,3,0,0,112,3,17,,, +marshru01,1915,1,BUF,FL,2,1,21,4,2,0,0,178,62,26,1,33,21,9.99,3.94,,3,2,0,256,12,34,,, +mathech01,1915,1,NY1,NL,8,14,27,24,11,1,0,558,199,74,9,20,57,0.27,3.58,,1,1,0,768,1,97,,, +mayerer01,1915,1,PHI,NL,21,15,43,33,20,2,2,824,240,72,9,59,114,0.24,2.36,,0,14,1,1092,8,94,,, +mayersa01,1915,1,WS1,AL,0,0,1,0,0,0,0,0,0,0,0,2,0,0,,,0,0,0,2,0,0,,, +maysca01,1915,1,BOS,AL,6,5,38,6,2,0,7,395,119,38,0,21,65,0.24,2.6,,3,5,0,514,27,54,,, +mccabti01,1915,1,SLA,AL,3,1,7,4,4,1,0,125,25,6,1,9,17,0.17,1.3,,1,1,0,151,2,11,,, +mccluha02,1915,1,CIN,NL,0,0,3,0,0,0,0,15,4,3,0,0,2,0.18,5.4,,0,0,0,23,2,3,,, +mcconge01,1915,1,CHF,FL,25,10,44,35,23,4,1,909,262,74,8,89,151,9.99,2.2,,10,8,0,1228,9,103,,, +mchalma01,1915,1,NYA,AL,3,7,13,11,6,0,0,235,86,37,1,19,25,0.27,4.25,,0,0,0,330,1,45,,, +mckayre01,1915,1,SLA,AL,0,0,1,0,0,0,0,3,1,1,0,0,0,0.5,9,,0,0,0,2,0,1,,, +mckenli01,1915,1,CIN,NL,5,5,21,11,5,0,0,331,94,36,2,39,37,0.23,2.94,,1,3,0,453,6,43,,, +mcquige01,1915,1,PIT,NL,8,10,30,20,9,0,1,447,160,47,1,39,56,0.28,2.84,,0,2,0,625,7,64,,, +mcquige01,1915,2,PHI,NL,4,3,9,8,5,0,0,191,60,15,1,11,13,0.24,2.12,,0,1,0,263,1,31,,, +meadole01,1915,1,SLN,NL,13,11,39,26,14,1,0,732,232,81,5,88,104,0.25,2.99,,7,5,0,1017,10,112,,, +meehabi01,1915,1,PHA,AL,0,1,1,1,0,0,0,12,7,5,0,3,4,0.38,11.25,,0,0,0,21,0,5,,, +miljujo01,1915,1,PTF,FL,0,0,1,0,0,0,0,3,1,0,0,0,0,9.99,0,,0,0,0,0,1,0,,, +mitchwi01,1915,1,CLE,AL,11,14,36,30,12,1,1,708,210,74,1,84,149,0.24,2.82,,5,2,1,958,4,103,,, +mogrige01,1915,1,NYA,AL,2,3,6,5,3,1,0,123,33,8,0,11,11,0.21,1.76,,0,3,0,165,0,11,,, +moranha01,1915,1,NEW,FL,13,9,34,23,13,2,0,617,193,58,2,66,87,9.99,2.54,,1,18,0,822,9,80,,, +morribi01,1915,1,PHA,AL,2,0,4,1,1,0,0,60,15,3,0,5,11,0.19,1.35,,1,0,0,82,3,6,,, +mortogu01,1915,1,CLE,AL,16,15,34,27,15,6,1,720,189,57,5,60,134,0.21,2.14,,6,2,2,929,5,75,,, +moselea01,1915,1,NEW,FL,15,15,38,32,22,5,1,804,222,57,2,99,142,9.99,1.91,,7,2,0,1071,4,87,,, +mullige01,1915,1,NEW,FL,2,2,5,4,3,0,0,97,41,21,0,16,14,9.99,5.85,,1,0,0,148,0,22,,, +myersel01,1915,1,PHA,AL,1,0,1,1,1,1,0,27,2,0,0,5,12,0.07,0,,0,0,0,32,0,0,,, +naborja01,1915,1,PHA,AL,0,5,10,7,2,0,0,162,58,33,1,35,18,0.3,5.5,,1,5,0,231,2,45,,, +nehfar01,1915,1,BSN,NL,5,4,12,10,6,4,0,235,60,22,0,21,39,0.21,2.53,,3,3,0,311,1,29,,, +niehadi01,1915,1,SLN,NL,2,1,15,2,0,0,0,136,48,20,2,22,21,0.28,3.97,,2,1,0,202,9,35,,, +oeschjo01,1915,1,PHI,NL,1,0,6,1,1,0,0,71,21,9,1,9,8,0.24,3.42,,2,0,1,99,4,13,,, +oldhare01,1915,1,DET,AL,3,0,17,2,1,0,4,173,52,18,1,17,17,0.24,2.81,,1,4,1,235,10,22,,, +package01,1915,1,KCF,FL,20,12,42,31,21,5,2,845,250,84,3,74,108,9.99,2.68,,4,9,0,1117,8,111,,, +palmeem01,1915,1,NY1,NL,0,2,3,2,1,0,0,35,10,4,0,9,8,0.23,3.09,,0,3,0,56,1,4,,, +parkji01,1915,1,SLA,AL,2,0,3,3,1,0,0,68,18,3,1,9,5,0.21,1.19,,0,0,0,93,0,8,,, +pearcge01,1915,1,CHN,NL,13,9,36,20,8,2,0,528,158,65,1,77,96,0.24,3.32,,10,4,0,751,13,83,,, +pennohe01,1915,1,PHA,AL,3,6,11,8,3,1,1,132,46,26,2,29,24,0.26,5.32,,2,2,0,204,3,34,,, +pennohe01,1915,2,BOS,AL,0,0,5,1,0,0,0,42,23,15,0,10,7,0.39,9.64,,0,0,0,69,2,16,,, +peppebo01,1915,1,PHA,AL,0,0,1,0,0,0,0,15,6,1,0,4,0,0.33,1.8,,0,1,0,23,1,5,,, +perduhu01,1915,1,SLN,NL,6,12,31,13,5,1,1,346,141,54,7,19,29,0.31,4.21,,2,2,0,492,10,66,,, +perripo01,1915,1,NY1,NL,12,18,35,30,16,4,0,660,226,65,6,59,91,0.26,2.66,,4,12,0,943,4,95,,, +perrypa01,1915,1,SLA,AL,2,4,24,3,0,0,0,151,52,22,2,16,19,0.28,3.93,,0,1,0,202,9,27,,, +pfeffje01,1915,1,BRO,NL,19,14,40,34,26,6,3,875,243,68,8,76,84,0.23,2.1,,4,17,1,1177,6,93,,, +phillto01,1915,1,SLA,AL,1,3,5,4,1,0,0,82,28,9,0,12,5,0.28,2.96,,3,2,0,113,0,13,,, +piehcy01,1915,1,NYA,AL,4,5,21,8,3,2,0,282,78,30,2,39,46,0.23,2.87,,0,5,0,377,9,40,,, +pillisq01,1915,1,PHA,AL,0,0,2,0,0,0,0,16,10,4,0,2,0,0.4,6.75,,0,1,0,28,1,5,,, +planked01,1915,1,SLF,FL,21,11,42,31,23,6,3,805,212,62,1,54,147,9.99,2.08,,4,3,1,1044,10,75,,, +prendmi01,1915,1,CHF,FL,14,12,42,30,16,3,0,761,220,70,6,67,95,9.99,2.48,,0,4,0,986,10,93,,, +quinnja01,1915,1,BLF,FL,9,22,44,31,21,0,1,821,289,105,9,63,118,9.99,3.45,,5,8,1,1109,12,137,,, +raganpa01,1915,1,BRO,NL,1,0,5,0,0,0,0,59,11,2,0,8,7,0.16,0.92,,0,0,0,77,3,6,,, +raganpa01,1915,2,BSN,NL,16,12,33,26,13,3,0,681,208,62,2,59,81,0.25,2.46,,3,7,1,909,4,71,,, +rasmuha01,1915,1,CHF,FL,0,0,2,0,0,0,0,6,3,3,0,2,2,9.99,13.5,,2,0,0,0,2,3,,, +rayca01,1915,1,PHA,AL,0,1,2,1,0,0,0,22,11,4,0,6,6,0.33,4.91,,0,4,0,43,1,7,,, +remneal01,1915,1,SLA,AL,0,0,2,0,0,0,0,18,3,1,0,3,5,0.13,1.5,,0,1,0,26,1,4,,, +reulbed01,1915,1,NEW,FL,21,10,33,30,23,4,1,810,233,67,3,69,117,9.99,2.23,,8,3,2,1088,3,88,,, +reynoro01,1915,1,DET,AL,0,1,4,2,0,0,0,34,17,8,0,5,2,0.37,6.35,,0,1,0,51,1,9,,, +ricesa01,1915,1,WS1,AL,1,0,4,2,1,0,0,54,13,4,0,9,9,0.21,2,,0,0,0,70,1,8,,, +richaja01,1915,1,PHA,AL,0,1,3,3,2,0,0,72,21,7,0,14,11,0.25,2.63,,1,1,0,98,0,13,,, +ritteha01,1915,1,NY1,NL,2,1,22,2,0,0,2,175,66,30,4,15,35,0.29,4.63,,3,5,0,258,15,38,,, +rixeyep01,1915,1,PHI,NL,11,12,29,22,10,2,1,530,163,47,2,64,88,0.25,2.39,,8,2,0,735,4,67,,, +robinha01,1915,1,SLN,NL,7,8,32,15,6,1,0,429,128,39,1,35,57,0.24,2.45,,1,7,1,585,12,54,,, +roggecl01,1915,1,PTF,FL,17,11,37,31,17,5,0,763,240,72,6,93,93,9.99,2.55,,3,9,0,1036,5,96,,, +ruckena01,1915,1,BRO,NL,9,4,19,15,7,1,1,368,134,33,3,28,38,0.27,2.42,,3,2,0,521,4,42,,, +rudoldi01,1915,1,BSN,NL,22,19,44,43,30,3,1,1024,304,90,4,64,147,0.24,2.37,,6,6,0,1362,1,125,,, +russeal01,1915,1,NYA,AL,1,2,5,3,1,0,0,81,21,8,1,21,21,0.22,2.67,,1,1,0,114,2,10,,, +russere01,1915,1,CHA,AL,11,10,41,25,10,3,2,688,215,66,0,47,90,0.24,2.59,,2,6,0,918,14,90,,, +ruthba01,1915,1,BOS,AL,18,8,32,28,16,1,0,653,166,59,3,85,112,0.21,2.44,,9,6,1,895,3,80,,, +sallesl01,1915,1,SLN,NL,13,17,46,33,17,2,3,826,245,87,6,57,91,0.23,2.84,,0,3,0,1128,13,121,,, +schauru01,1915,1,NY1,NL,2,8,32,6,4,0,0,316,101,41,4,35,65,0.25,3.5,,10,2,0,446,17,56,,, +schmuch01,1915,1,BRO,NL,0,0,1,0,0,0,0,12,7,3,0,1,1,0.43,6.75,,0,0,0,18,0,5,,, +schnepe01,1915,1,CIN,NL,14,19,48,35,16,5,2,827,254,76,4,104,108,0.25,2.48,,1,7,0,1153,11,110,,, +schored01,1915,1,CHN,NL,0,0,2,0,0,0,0,18,9,5,0,5,3,0.4,7.5,,0,0,0,29,1,5,,, +schulal01,1915,1,BUF,FL,21,14,42,38,25,5,0,929,264,106,8,149,160,9.99,3.08,,4,6,2,1263,1,125,,, +schupfe01,1915,1,NY1,NL,1,0,23,1,0,0,0,164,57,31,1,29,28,0.28,5.1,,0,3,0,245,15,37,,, +scottji01,1915,1,CHA,AL,24,11,48,35,23,7,2,889,256,67,3,78,120,0.23,2.03,,4,5,2,1160,8,98,,, +seatoto01,1915,1,BRF,FL,12,11,32,23,13,0,3,568,199,96,6,99,86,9.99,4.56,,6,3,0,0,8,126,,, +seatoto01,1915,2,NEW,FL,2,6,12,10,7,0,1,225,61,19,1,21,28,9.99,2.28,,2,2,0,0,1,26,,, +shawji01,1915,1,WS1,AL,6,11,25,18,7,1,1,399,102,37,2,76,78,0.22,2.5,,6,2,1,541,5,50,,, +shawkbo01,1915,1,PHA,AL,6,6,17,13,7,1,0,300,103,45,3,38,56,0.27,4.05,,2,1,0,410,4,57,,, +shawkbo01,1915,2,NYA,AL,4,7,16,9,5,1,0,257,78,31,2,35,31,0.26,3.26,,1,2,0,331,6,38,,, +sheehto02,1915,1,PHA,AL,4,9,15,13,8,1,0,306,131,47,1,38,22,0.33,4.15,,2,1,0,430,1,73,,, +shermjo01,1915,1,PHA,AL,1,0,2,1,1,0,0,45,15,4,0,1,5,0.25,2.4,,0,2,0,61,1,4,,, +shoreer01,1915,1,BOS,AL,19,8,38,32,17,4,0,741,207,45,3,66,102,0.22,1.64,,4,4,1,978,3,75,,, +simspe01,1915,1,SLA,AL,1,0,3,2,0,0,0,25,6,4,0,6,4,0.21,4.32,,1,0,0,34,1,4,,, +sislege01,1915,1,SLA,AL,4,4,15,8,6,0,0,210,62,22,0,38,41,0.24,2.83,,1,4,1,293,3,26,,, +slattph01,1915,1,PIT,NL,0,0,3,0,0,0,0,24,5,0,0,1,1,0.18,0,,0,2,0,31,3,0,,, +smithbo01,1915,1,BUF,FL,0,0,1,0,0,0,0,3,1,2,0,2,0,9.99,18,,0,1,0,0,1,2,,, +smithfr03,1915,1,BLF,FL,4,4,17,9,2,0,0,266,108,46,5,31,37,9.99,4.67,,0,0,0,0,6,53,,, +smithfr03,1915,2,BRF,FL,5,2,15,5,4,1,0,189,69,22,2,18,24,9.99,3.14,,0,0,1,0,6,31,,, +smithsh01,1915,1,BRO,NL,14,8,29,20,11,2,2,521,169,50,3,42,52,0.26,2.59,,3,5,0,713,9,71,,, +sothoal01,1915,1,SLA,AL,0,1,3,1,0,0,0,11,8,3,0,5,2,0.4,7.36,,1,0,0,25,0,10,,, +standpe01,1915,1,CHN,NL,4,1,29,3,2,0,0,337,120,45,2,36,42,0.27,3.61,,1,2,0,490,18,56,,, +steenbi01,1915,1,CLE,AL,1,4,10,7,2,0,0,136,51,25,1,15,22,0.29,4.96,,1,2,0,193,1,30,,, +steenbi01,1915,2,DET,AL,5,1,20,7,3,0,4,238,83,24,0,22,28,0.26,2.72,,3,1,0,332,6,35,,, +stranpa01,1915,1,BSN,NL,1,1,6,2,2,0,1,68,26,6,0,3,13,0.29,2.38,,0,0,0,73,4,12,,, +strousa01,1915,1,NY1,NL,12,9,32,22,8,0,1,552,194,57,3,35,62,0.28,2.79,,2,6,0,754,9,76,,, +suggsge01,1915,1,BLF,FL,11,17,35,25,12,0,3,698,288,107,12,68,71,9.99,4.14,,3,7,1,980,8,134,,, +tesreje01,1915,1,NY1,NL,19,16,43,38,24,8,3,918,235,78,4,75,176,0.21,2.29,,7,5,0,1198,5,98,,, +tillmjo01,1915,1,SLA,AL,1,0,2,1,0,0,0,30,6,1,0,4,6,0.17,0.9,,0,0,0,38,0,2,,, +tincube01,1915,1,PHI,NL,0,0,10,0,0,0,0,93,26,7,1,9,10,0.26,2.03,,1,0,0,116,9,8,,, +tipplda01,1915,1,NYA,AL,1,1,3,2,2,0,0,57,14,2,1,11,14,0.2,0.95,,2,0,0,80,1,6,,, +toneyfr01,1915,1,CIN,NL,17,6,36,23,18,6,2,668,160,39,1,73,108,0.2,1.58,,2,3,0,877,10,46,,, +trautfr01,1915,1,NEW,FL,0,0,1,0,0,0,0,9,4,2,0,1,2,9.99,6,,0,1,0,0,1,3,,, +turneti01,1915,1,PHA,AL,0,1,1,1,0,0,0,6,5,5,1,3,0,0.5,22.5,,0,0,0,13,0,6,,, +tylerle01,1915,1,BSN,NL,10,9,32,24,15,1,0,614,182,65,6,84,89,0.24,2.86,,3,5,0,860,6,87,,, +uphambi01,1915,1,BRF,FL,6,8,33,11,4,2,5,363,129,41,0,40,46,9.99,3.05,,1,0,0,510,16,57,,, +vanceda01,1915,1,PIT,NL,0,1,1,1,0,0,0,8,3,3,0,5,0,0.37,10.13,,0,1,0,14,0,3,,, +vanceda01,1915,2,NYA,AL,0,3,8,3,1,0,0,84,23,11,1,16,18,0.23,3.54,,1,2,0,120,4,14,,, +vaughhi01,1915,1,CHN,NL,20,12,41,34,18,4,1,809,240,86,4,77,148,0.23,2.87,,5,11,0,1121,6,105,,, +verekto01,1915,1,BLF,FL,0,0,2,0,0,0,0,9,3,5,1,2,1,9.99,15,,0,1,0,0,1,5,,, +walkemy01,1915,1,BRF,FL,2,4,13,7,2,0,1,197,61,27,3,22,28,9.99,3.7,,3,0,0,274,5,37,,, +walkero01,1915,1,CLE,AL,4,9,25,15,4,0,1,393,122,58,1,65,57,0.26,3.98,,6,7,1,539,7,73,,, +walshde01,1915,1,SLA,AL,0,0,1,0,0,0,0,6,2,3,0,2,0,0.22,13.5,,0,0,0,11,0,4,,, +walshed01,1915,1,CHA,AL,3,0,3,3,3,1,0,81,19,4,0,7,12,0.2,1.33,,0,0,0,107,0,4,,, +warhoja01,1915,1,NYA,AL,7,9,21,19,12,0,0,430,164,63,7,52,34,0.3,3.96,,1,12,0,594,2,74,,, +watsodo01,1915,1,SLF,FL,9,9,33,20,6,0,0,407,132,60,1,58,45,9.99,3.98,,2,4,0,546,8,66,,, +weaveha01,1915,1,PHA,AL,0,2,2,2,2,0,0,54,18,6,1,10,1,0.29,3,,0,1,2,73,0,10,,, +weilmca01,1915,1,SLA,AL,18,19,47,31,19,3,4,887,240,77,6,83,125,0.22,2.34,,4,3,2,1135,15,110,,, +whitech01,1915,1,NEW,FL,2,2,11,3,1,0,0,119,46,19,0,17,18,9.99,4.31,,3,5,0,0,2,29,,, +whitegi01,1915,1,NEW,FL,0,0,1,0,0,0,0,3,0,0,0,1,0,9.99,0,,0,0,0,0,1,0,,, +wilheka01,1915,1,BLF,FL,0,0,1,0,0,0,0,3,0,0,0,0,0,9.99,0,,0,0,0,0,0,0,,, +willeed01,1915,1,SLF,FL,2,3,17,2,1,0,2,158,61,27,2,18,19,9.99,4.61,,2,3,0,228,13,36,,, +wilsofi01,1915,1,BRF,FL,1,8,18,11,5,0,0,307,85,43,2,53,47,9.99,3.78,,2,4,0,399,7,56,,, +wiltsho01,1915,1,BRF,FL,3,5,18,3,1,0,5,178,49,15,1,7,17,9.99,2.28,,1,2,0,226,9,22,,, +wolfgme01,1915,1,CHA,AL,2,2,17,2,0,0,0,161,39,11,0,12,21,0.21,1.84,,0,1,0,198,12,18,,, +woodjo02,1915,1,BOS,AL,15,5,25,16,10,3,2,472,120,26,1,44,63,0.21,1.49,,3,1,0,600,8,32,,, +woodmda01,1915,1,BUF,FL,0,0,5,1,0,0,0,46,14,7,0,9,1,9.99,4.11,,0,0,0,0,3,9,,, +wrighbo01,1915,1,CHN,NL,0,0,2,0,0,0,0,12,6,1,0,0,3,0.35,2.25,,0,0,0,17,2,4,,, +wyckowe01,1915,1,PHA,AL,10,22,43,34,20,1,0,828,238,108,1,165,157,0.24,3.52,,14,5,1,1137,7,139,,, +youngch01,1915,1,BLF,FL,2,3,9,5,1,0,0,105,39,23,0,21,13,9.99,5.91,,5,3,0,0,1,32,,, +zabelzi01,1915,1,CHN,NL,7,10,36,17,8,3,0,489,124,58,3,84,60,0.21,3.2,,2,4,0,688,13,80,,, +adamsba01,1916,1,PIT,NL,2,9,16,10,4,1,0,217,91,46,2,12,22,0.32,5.72,,1,3,0,314,5,51,,, +alexape01,1916,1,PHI,NL,33,12,48,45,38,16,3,1167,323,67,6,50,167,0.23,1.55,,3,10,0,1500,3,90,,, +allenfr01,1916,1,BSN,NL,8,2,19,14,7,2,1,339,102,26,1,31,63,0.24,2.07,,2,4,0,464,4,32,,, +amesre01,1916,1,SLN,NL,11,16,45,22,10,2,8,684,225,67,3,57,98,0.26,2.64,,9,5,0,948,17,100,,, +anderfr01,1916,1,NY1,NL,9,13,38,27,13,2,2,564,206,71,7,38,98,0.27,3.4,,9,5,0,806,5,99,,, +appleed01,1916,1,BRO,NL,1,2,14,3,1,0,1,141,49,16,1,18,14,0.27,3.06,,1,1,0,205,2,25,,, +ayersdo01,1916,1,WS1,AL,5,9,43,17,7,0,2,471,173,66,4,52,69,0.28,3.78,,2,4,1,662,15,89,,, +bagbyji01,1916,1,CLE,AL,16,16,48,27,14,3,5,818,253,79,2,67,88,0.25,2.61,,7,8,0,1083,19,109,,, +barneje01,1916,1,BSN,NL,6,15,33,18,9,3,1,489,154,43,3,37,55,0.25,2.37,,2,5,0,666,13,63,,, +baumgge01,1916,1,SLA,AL,1,0,4,2,0,0,0,24,12,7,0,5,4,0.36,7.88,,0,0,0,38,1,8,,, +baumgst01,1916,1,PHI,NL,0,0,1,0,0,0,0,12,5,1,0,1,0,0.33,2.25,,0,0,0,17,1,2,,, +beebefr01,1916,1,CLE,AL,5,3,20,12,5,1,2,302,92,27,1,37,32,0.25,2.41,,2,1,0,405,2,43,,, +bendech01,1916,1,PHI,NL,7,7,27,13,4,0,3,368,137,51,3,34,43,0.28,3.74,,5,10,0,539,12,71,,, +bentlja01,1916,1,WS1,AL,0,0,2,0,0,0,0,4,0,0,0,1,1,0,0,,0,0,0,4,0,0,,, +bentoru01,1916,1,NY1,NL,16,8,38,30,15,3,2,716,210,76,5,58,115,0.24,2.87,,5,10,0,960,6,84,,, +benzjo01,1916,1,CHA,AL,9,5,28,16,6,4,0,426,108,32,0,32,57,0.21,2.03,,5,3,0,540,7,40,,, +bluejji01,1916,1,CIN,NL,0,1,3,2,0,0,0,21,12,6,0,3,1,0.4,7.71,,1,0,0,33,0,6,,, +boehlge01,1916,1,DET,AL,1,1,5,2,1,0,0,40,12,7,0,9,8,0.26,4.73,,1,2,0,57,2,8,,, +boehljo01,1916,1,WS1,AL,9,11,27,19,7,2,0,419,134,48,1,54,52,0.26,3.09,,4,3,2,573,6,62,,, +boehljo01,1916,2,CLE,AL,2,4,12,9,3,0,0,182,63,18,0,23,18,0.28,2.67,,1,2,0,249,3,23,,, +bolanbe01,1916,1,DET,AL,10,3,46,9,5,1,3,391,111,57,1,73,59,0.24,3.94,,3,4,0,539,12,69,,, +bressru01,1916,1,PHA,AL,0,2,4,2,0,0,0,45,16,11,0,14,8,0.29,6.6,,1,2,0,70,2,11,,, +brownmo01,1916,1,CHN,NL,2,3,12,4,2,0,0,145,52,21,0,9,21,0.28,3.91,,2,4,0,203,7,27,,, +bucklje01,1916,1,NYA,AL,0,0,2,0,0,0,0,12,3,1,0,1,2,0.18,2.25,,0,0,0,17,1,2,,, +bushjo01,1916,1,PHA,AL,15,24,40,33,25,8,0,860,222,82,3,130,157,0.21,2.57,,15,3,0,1145,6,109,,, +cadorle01,1916,1,BRO,NL,0,0,1,0,0,0,0,18,10,3,0,0,2,0.37,4.5,,0,0,0,27,1,4,,, +caldwra02,1916,1,NYA,AL,5,12,21,18,14,1,0,497,142,55,6,65,76,0.24,2.99,,3,8,0,658,1,62,,, +cantwmi01,1916,1,NYA,AL,0,0,1,0,0,0,0,6,0,0,0,2,0,0,0,,0,0,0,6,0,2,,, +carpepa01,1916,1,PIT,NL,0,0,5,0,0,0,0,23,8,1,0,4,5,0.25,1.17,,0,0,0,36,5,3,,, +cartepa01,1916,1,CHN,NL,2,2,8,5,2,0,0,108,26,11,1,17,14,0.2,2.75,,1,3,0,149,3,16,,, +chalmge01,1916,1,PHI,NL,1,4,12,8,2,0,0,161,49,19,2,19,21,0.24,3.19,,2,2,0,232,3,31,,, +chenela01,1916,1,BRO,NL,18,12,41,32,15,5,0,759,178,54,5,105,166,0.19,1.92,,15,10,1,1043,4,91,,, +cicoted01,1916,1,CHA,AL,15,7,44,19,11,2,5,561,138,37,1,70,91,0.21,1.78,,2,1,0,705,15,56,,, +coombja01,1916,1,BRO,NL,13,8,27,21,10,3,0,477,136,47,3,44,47,0.23,2.66,,2,2,0,635,7,54,,, +coopewi01,1916,1,PIT,NL,12,11,42,23,16,2,2,738,189,51,4,74,111,0.21,1.87,,3,4,0,984,14,72,,, +coumbfr01,1916,1,CLE,AL,7,5,29,13,7,2,0,361,121,27,1,27,39,0.27,2.02,,0,1,2,462,8,36,,, +covelha01,1916,1,DET,AL,21,11,44,39,22,3,2,973,278,71,6,63,108,0.23,1.97,,5,11,1,1248,4,105,,, +covelst01,1916,1,CLE,AL,15,13,45,27,11,1,3,696,247,88,6,58,76,0.27,3.41,,3,1,1,946,12,100,,, +craftmo01,1916,1,WS1,AL,0,1,2,1,1,0,0,33,12,4,0,6,9,0.31,3.27,,3,0,0,44,0,5,,, +cranddo01,1916,1,SLA,AL,0,0,2,0,0,0,0,4,7,4,0,1,0,0.63,27,,0,1,0,13,1,9,,, +croweca01,1916,1,PHA,AL,0,5,9,6,1,0,0,119,43,22,0,34,15,0.28,4.99,,1,2,0,185,2,33,,, +culloni01,1916,1,NYA,AL,13,6,28,22,9,0,1,501,151,38,4,32,77,0.24,2.05,,3,3,0,656,4,60,,, +cunnige01,1916,1,DET,AL,7,10,35,14,5,0,2,451,146,46,0,74,68,0.26,2.75,,7,3,0,619,14,71,,, +currimu01,1916,1,SLN,NL,0,0,6,0,0,0,0,43,7,3,1,9,8,0.14,1.88,,1,0,0,59,5,4,,, +dalege01,1916,1,CIN,NL,3,4,17,5,2,0,0,209,80,40,3,33,23,0.3,5.17,,0,2,0,309,8,44,,, +danfoda01,1916,1,CHA,AL,6,5,28,8,1,0,2,281,87,34,1,37,49,0.25,3.27,,1,3,3,376,12,43,,, +daussho01,1916,1,DET,AL,19,12,39,29,18,1,4,716,220,85,2,90,95,0.25,3.21,,8,16,1,961,9,102,,, +davenda01,1916,1,SLA,AL,12,11,59,31,13,1,2,872,267,92,4,100,129,0.25,2.85,,5,8,0,1149,17,112,,, +dellwh01,1916,1,BRO,NL,8,9,32,16,9,2,1,465,143,39,2,43,76,0.25,2.26,,2,4,0,623,9,52,,, +demaral01,1916,1,PHI,NL,19,14,39,35,25,4,1,855,252,83,4,48,130,0.24,2.62,,6,8,1,1127,3,99,,, +desjash01,1916,1,CLE,AL,0,0,1,0,0,0,0,3,1,2,0,1,0,0.2,18,,0,0,0,6,1,2,,, +doakbi01,1916,1,SLN,NL,12,8,29,26,11,2,0,576,177,56,5,55,82,0.25,2.63,,1,3,0,788,3,76,,, +donovbi01,1916,1,NYA,AL,0,0,1,0,0,0,0,3,1,0,0,1,0,0.25,0,,0,0,0,5,1,0,,, +driscmi01,1916,1,PHA,AL,0,1,1,0,0,0,0,15,6,3,0,2,0,0.27,5.4,,0,0,0,24,0,5,,, +dubucje01,1916,1,DET,AL,10,10,36,16,8,1,1,511,134,56,1,84,40,0.23,2.96,,4,5,0,663,16,66,,, +dumonge01,1916,1,WS1,AL,2,3,17,5,2,0,1,159,37,18,0,17,21,0.19,3.06,,2,1,1,209,6,25,,, +ehmkeho01,1916,1,DET,AL,3,1,5,4,4,0,0,112,34,13,0,15,15,0.25,3.13,,1,0,0,150,1,16,,, +ericker01,1916,1,DET,AL,0,0,8,0,0,0,0,48,13,5,0,8,7,0.22,2.81,,0,1,0,68,4,6,,, +evansbi01,1916,1,PIT,NL,2,5,13,6,3,0,0,189,57,21,2,16,21,0.24,3,,0,3,0,253,3,27,,, +faberre01,1916,1,CHA,AL,17,9,35,25,15,3,1,616,167,46,1,61,87,0.22,2.02,,0,5,1,816,7,67,,, +finchbi01,1916,1,SLA,AL,0,1,12,1,0,0,0,63,22,5,0,7,5,0.28,2.14,,1,0,0,85,6,11,,, +fishera01,1916,1,NYA,AL,11,8,31,21,9,1,2,537,191,63,4,51,56,0.28,3.17,,1,4,0,726,7,81,,, +fortuga01,1916,1,PHI,NL,0,1,1,1,0,0,0,15,2,2,0,4,3,0.11,3.6,,0,0,0,21,0,2,,, +fosteru01,1916,1,BOS,AL,14,7,33,19,9,3,2,547,173,62,0,86,53,0.26,3.06,,5,4,0,748,13,73,,, +gallibe01,1916,1,WS1,AL,17,12,49,31,13,1,2,851,278,87,3,99,120,0.26,2.76,,8,8,0,1151,15,109,,, +goodwma01,1916,1,WS1,AL,0,0,3,0,0,0,0,17,5,2,0,3,1,0.21,3.18,,0,0,0,26,2,4,,, +gouldal01,1916,1,CLE,AL,5,7,30,9,6,1,1,320,101,30,0,40,41,0.25,2.53,,1,3,0,438,15,37,,, +greggve01,1916,1,BOS,AL,2,5,21,7,3,0,0,233,71,26,0,30,41,0.25,3.01,,3,3,1,307,8,30,,, +grimebu01,1916,1,PIT,NL,2,3,6,5,4,0,0,137,40,12,1,10,20,0.24,2.36,,1,0,0,182,0,19,,, +grineda01,1916,1,SLN,NL,0,0,4,0,0,0,1,33,15,5,0,3,3,0.34,4.09,,0,1,0,49,3,5,,, +groombo01,1916,1,SLA,AL,13,9,41,26,8,1,4,652,174,62,1,98,92,0.22,2.57,,2,3,0,872,8,82,,, +gunkere01,1916,1,CLE,AL,0,0,1,0,0,0,0,3,0,0,0,1,1,0,0,,0,1,0,4,0,2,,, +hagerri01,1916,1,CLE,AL,0,0,2,0,0,0,0,11,5,5,1,2,1,0.33,12.27,,2,2,0,19,1,6,,, +hallch02,1916,1,SLN,NL,0,4,10,5,2,0,1,128,45,26,1,14,15,0.28,5.48,,1,0,0,180,4,27,,, +hamilea01,1916,1,SLA,AL,0,0,1,0,0,0,0,12,4,4,0,4,0,0,9,,0,0,0,20,1,5,,, +hamilea01,1916,2,DET,AL,1,2,5,5,3,0,0,112,34,11,0,22,7,0.25,2.65,,0,4,0,160,0,14,,, +hamilea01,1916,3,SLA,AL,5,7,22,12,3,0,0,274,97,31,2,26,25,0.28,3.05,,2,2,1,369,6,44,,, +harmobo01,1916,1,PIT,NL,8,11,31,17,10,2,0,518,175,54,4,39,62,0.26,2.81,,4,1,0,722,7,78,,, +harpeha01,1916,1,WS1,AL,14,10,36,34,13,2,0,749,209,68,4,101,149,0.23,2.45,,9,8,1,997,1,82,,, +hendrcl01,1916,1,CHN,NL,8,16,36,24,15,3,2,654,193,65,4,67,117,0.24,2.68,,8,6,0,896,8,81,,, +hessege01,1916,1,PHA,AL,0,4,6,4,2,0,0,78,37,21,3,22,6,0.34,7.27,,2,0,0,128,2,33,,, +hillca01,1916,1,PIT,NL,0,0,2,0,0,0,0,19,11,6,0,5,5,0.61,8.53,,1,1,0,24,1,10,,, +hugheto02,1916,1,BSN,NL,16,3,40,14,7,1,5,483,121,42,2,51,97,0.21,2.35,,3,8,0,633,19,46,,, +jacobel01,1916,1,PIT,NL,6,10,34,17,8,0,0,459,151,50,2,38,46,0.25,2.94,,2,4,1,647,8,70,,, +jamesbi01,1916,1,DET,AL,8,12,30,20,8,0,1,455,141,62,1,79,61,0.25,3.68,,6,11,1,642,4,76,,, +jamiech01,1916,1,WS1,AL,0,0,1,0,0,0,0,12,2,2,0,3,2,0.14,4.5,,0,0,0,17,1,2,,, +jaspehi01,1916,1,SLN,NL,5,6,21,11,2,0,1,321,97,39,0,42,37,0.25,3.28,,1,7,0,445,8,54,,, +johnsji02,1916,1,PHA,AL,2,8,12,12,8,0,0,253,90,35,3,39,25,0.28,3.74,,2,0,1,351,0,46,,, +johnswa01,1916,1,WS1,AL,25,20,48,38,36,3,1,1109,290,78,0,82,228,0.22,1.9,,9,9,0,1449,10,105,,, +jonesde01,1916,1,DET,AL,0,0,1,0,0,0,0,21,7,2,0,5,2,0.26,2.57,,0,0,0,31,1,3,,, +jonessa01,1916,1,BOS,AL,0,1,12,0,0,0,1,81,25,11,0,10,7,0.27,3.67,,1,0,0,102,11,14,,, +kantler01,1916,1,PIT,NL,5,15,34,21,7,2,2,495,151,58,1,57,49,0.24,3.16,,2,4,0,695,13,72,,, +kantler01,1916,2,PHI,NL,0,0,3,0,0,0,0,12,7,4,0,3,2,0.5,9,,0,0,0,19,1,4,,, +keatira01,1916,1,NYA,AL,5,6,14,12,6,0,0,273,91,31,4,37,35,0.27,3.07,,1,2,0,373,0,42,,, +klepfed01,1916,1,CLE,AL,6,6,31,13,4,1,2,429,136,40,0,46,62,0.26,2.52,,4,4,1,569,12,52,,, +knetzel01,1916,1,BSN,NL,0,2,2,0,0,0,0,15,11,4,0,2,2,0.52,7.2,,1,0,0,24,1,9,,, +knetzel01,1916,2,CIN,NL,5,12,36,16,12,0,1,514,161,55,6,48,70,0.25,2.89,,3,3,0,712,13,76,,, +koober01,1916,1,SLA,AL,11,8,33,20,10,2,2,500,153,47,1,56,26,0.25,2.54,,1,6,2,670,7,54,,, +lambeot01,1916,1,CLE,AL,4,3,15,9,3,0,1,222,69,24,1,38,28,0.25,2.92,,4,3,0,311,3,33,,, +lannire01,1916,1,PHA,AL,0,3,6,3,1,0,0,73,38,22,1,17,9,0.36,8.14,,0,2,1,124,2,27,,, +lavenji01,1916,1,CHN,NL,10,14,36,25,9,4,2,564,163,59,3,62,91,0.24,2.82,,1,9,0,770,4,76,,, +leonadu01,1916,1,BOS,AL,18,12,48,34,17,6,6,822,244,72,6,66,144,0.24,2.36,,8,8,0,1060,13,87,,, +lindsax01,1916,1,PHA,AL,0,0,1,0,0,0,1,12,2,2,0,0,1,0.18,4.5,,0,1,0,12,1,2,,, +lotzjo01,1916,1,SLN,NL,0,3,12,3,1,0,0,120,31,19,1,17,18,0.22,4.28,,1,1,0,161,6,20,,, +lovesl01,1916,1,NYA,AL,2,0,20,1,0,0,0,143,46,26,2,23,21,0.27,4.91,,1,0,0,191,11,29,,, +lowdegr01,1916,1,DET,AL,0,0,1,0,0,0,0,1,0,0,0,3,0,0,0,,0,0,0,4,0,0,,, +lowdegr01,1916,2,CLE,AL,1,5,10,9,2,0,0,154,52,18,0,45,28,0.27,3.16,,4,3,0,236,1,33,,, +mailsdu01,1916,1,BRO,NL,0,1,11,0,0,0,0,52,15,7,1,9,13,0.24,3.63,,1,0,0,73,10,7,,, +mamaual01,1916,1,PIT,NL,21,15,45,38,26,1,2,930,264,87,3,136,163,0.23,2.53,,3,9,6,1291,5,123,,, +marklcl01,1916,1,NYA,AL,4,3,11,7,3,1,0,137,41,23,0,31,14,0.25,4.53,,3,4,1,195,2,26,,, +marquru01,1916,1,BRO,NL,13,6,36,20,15,2,5,615,169,36,2,38,107,0.22,1.58,,3,0,1,793,11,54,,, +mathech01,1916,1,NY1,NL,3,4,12,6,4,1,2,197,59,17,3,7,16,0.24,2.33,,0,0,0,256,4,27,,, +mathech01,1916,2,CIN,NL,1,0,1,1,1,0,0,27,15,8,1,1,3,0.36,8,,1,0,0,43,0,8,,, +mayerer01,1916,1,PHI,NL,7,7,28,16,7,2,0,420,148,49,7,33,62,0.28,3.15,,3,4,1,580,8,58,,, +maysca01,1916,1,BOS,AL,18,13,44,24,14,2,3,735,208,65,3,74,76,0.23,2.39,,2,9,1,972,13,79,,, +mccabti01,1916,1,SLA,AL,2,0,13,0,0,0,0,77,29,9,0,7,7,0.28,3.16,,1,2,0,112,5,20,,, +mcconge01,1916,1,CHN,NL,4,12,28,21,8,1,0,514,137,49,8,35,82,0.22,2.57,,8,5,0,682,7,66,,, +mchalma01,1916,1,BOS,AL,0,1,2,1,0,0,0,18,7,2,0,4,1,0.28,3,,0,1,0,30,1,7,,, +mchalma01,1916,2,CLE,AL,0,0,5,0,0,0,0,34,10,7,1,6,2,0.27,5.56,,0,0,0,43,2,7,,, +mckenli01,1916,1,CIN,NL,1,1,6,1,0,0,0,44,14,7,0,8,2,0.25,4.3,,0,2,0,66,1,8,,, +mcquige01,1916,1,PHI,NL,1,7,21,3,1,0,2,186,58,19,2,15,22,0.25,2.76,,1,3,0,260,15,33,,, +mctigbi01,1916,1,DET,AL,0,0,3,0,0,0,0,16,5,3,0,5,1,0.27,5.06,,0,0,0,23,1,6,,, +meadole01,1916,1,SLN,NL,12,23,51,36,11,1,2,867,261,83,3,119,120,0.24,2.58,,11,14,1,1217,10,117,,, +millefr02,1916,1,PIT,NL,7,10,30,20,10,2,1,519,135,44,4,49,88,0.22,2.29,,3,7,0,677,7,55,,, +mitchcl01,1916,1,CIN,NL,11,10,29,24,17,1,0,584,211,68,4,45,52,0.28,3.14,,3,10,0,819,5,87,,, +mitchwi01,1916,1,CLE,AL,2,5,12,6,1,0,1,131,55,25,1,19,24,0.3,5.15,,3,0,0,197,5,35,,, +mitchwi01,1916,2,DET,AL,7,5,23,17,7,2,0,383,119,47,1,48,60,0.25,3.31,,2,5,0,523,6,53,,, +mogrige01,1916,1,NYA,AL,6,12,30,21,10,2,0,584,174,50,3,45,66,0.25,2.31,,2,7,0,742,5,71,,, +morribi01,1916,1,PHA,AL,0,0,1,0,0,0,0,12,6,3,0,5,2,0.42,6.75,,0,0,0,19,1,3,,, +mortogu01,1916,1,CLE,AL,12,8,27,18,9,0,0,449,139,48,1,42,88,0.24,2.89,,2,3,1,610,5,63,,, +moselea01,1916,1,CIN,NL,7,10,31,15,7,0,1,451,145,65,5,69,60,0.25,3.89,,8,0,0,653,13,75,,, +myersel01,1916,1,PHA,AL,14,23,44,35,31,2,1,945,280,128,7,168,182,0.24,3.66,,13,14,0,1310,8,169,,, +naborja01,1916,1,PHA,AL,1,20,40,30,11,0,1,638,206,82,2,95,74,0.26,3.47,,4,3,0,871,8,110,,, +nehfar01,1916,1,BSN,NL,7,5,22,12,6,1,0,363,110,27,1,20,36,0.24,2.01,,2,3,0,484,5,40,,, +oeschjo01,1916,1,PHI,NL,1,0,14,0,0,0,0,91,18,8,2,14,17,0.18,2.37,,1,1,0,119,8,8,,, +package01,1916,1,CHN,NL,10,6,37,16,5,2,5,466,154,48,4,38,36,0.25,2.78,,2,3,0,663,17,60,,, +palmeem01,1916,1,NY1,NL,0,3,4,1,0,0,0,47,17,14,2,8,8,0.28,8.04,,1,1,0,71,1,14,,, +parkji01,1916,1,SLA,AL,1,4,26,6,1,0,0,237,69,23,2,25,26,0.24,2.62,,1,1,0,309,11,28,,, +parnhru01,1916,1,PHA,AL,2,1,4,3,2,0,0,74,27,11,0,13,8,0.3,4.01,,2,0,0,103,1,14,,, +pearcge01,1916,1,CHN,NL,0,0,4,1,0,0,0,13,6,1,0,1,0,0.3,2.08,,0,1,0,23,1,5,,, +penneke01,1916,1,CLE,AL,1,0,4,2,0,0,0,38,14,6,0,4,5,0.3,4.26,,0,0,0,50,1,6,,, +pennohe01,1916,1,BOS,AL,0,2,9,2,0,0,1,80,23,9,0,8,12,0.24,3.04,,1,1,0,103,6,11,,, +perripo01,1916,1,NY1,NL,18,11,40,28,17,5,2,753,243,73,11,56,115,0.25,2.62,,3,7,0,1030,7,82,,, +perrysc01,1916,1,CHN,NL,2,1,4,3,2,1,0,85,30,8,0,3,10,0.29,2.54,,1,0,0,114,1,9,,, +pfeffje01,1916,1,BRO,NL,25,11,41,37,30,6,1,986,274,70,5,63,128,0.23,1.92,,6,17,0,1298,4,91,,, +planked01,1916,1,SLA,AL,16,15,37,26,17,3,3,707,203,61,2,67,88,0.23,2.33,,2,6,0,950,8,78,,, +prendmi01,1916,1,CHN,NL,6,11,35,10,4,2,2,456,127,39,5,23,56,0.22,2.31,,5,1,0,597,14,53,,, +raganpa01,1916,1,BSN,NL,9,9,28,23,14,3,0,546,143,42,3,47,94,0.21,2.08,,1,0,0,717,4,53,,, +rayca01,1916,1,PHA,AL,0,1,3,1,0,0,0,28,9,5,0,14,5,0.25,4.82,,1,1,0,50,1,8,,, +reulbed01,1916,1,BSN,NL,7,6,21,11,6,0,0,328,99,30,1,41,47,0.25,2.47,,4,4,1,450,7,38,,, +ricesa01,1916,1,WS1,AL,0,1,5,1,0,0,0,64,18,7,0,10,3,0.23,2.95,,1,0,0,86,3,10,,, +richaja01,1916,1,PHA,AL,0,0,1,0,0,0,0,2,2,3,0,1,1,0.66,40.5,,0,0,1,4,0,3,,, +ritteha01,1916,1,NY1,NL,1,0,3,0,0,0,0,15,3,0,0,0,3,0.2,0,,1,1,0,17,1,0,,, +rixeyep01,1916,1,PHI,NL,22,10,38,33,20,3,0,861,239,59,2,74,134,0.22,1.85,,13,7,0,1155,3,91,,, +ruckena01,1916,1,BRO,NL,2,1,9,4,1,0,0,112,34,7,0,7,14,0.24,1.69,,0,1,0,149,4,13,,, +rudoldi01,1916,1,BSN,NL,19,12,41,38,27,5,3,936,266,75,7,38,133,0.23,2.16,,5,3,1,1206,3,93,,, +russeal01,1916,1,NYA,AL,6,10,34,18,8,1,6,514,138,61,8,75,104,0.23,3.2,,4,7,0,678,14,83,,, +russere01,1916,1,CHA,AL,18,11,56,25,16,5,3,793,207,71,1,42,112,0.22,2.42,,5,1,0,983,15,88,,, +ruthba01,1916,1,BOS,AL,23,12,44,41,23,9,1,971,230,63,0,118,170,0.2,1.75,,3,8,1,1300,3,83,,, +sallesl01,1916,1,SLN,NL,5,5,16,7,4,2,1,210,75,27,2,23,28,0.29,3.47,,0,2,0,292,6,28,,, +sallesl01,1916,2,NY1,NL,9,4,15,11,7,2,0,335,96,17,2,10,35,0.23,1.37,,1,0,0,426,2,24,,, +schauru01,1916,1,NY1,NL,1,4,19,3,1,0,0,137,44,15,0,16,24,0.25,2.96,,2,2,0,194,11,22,,, +schnepe01,1916,1,CIN,NL,10,19,44,31,16,2,1,823,259,82,4,82,117,0.25,2.69,,2,13,0,1137,11,112,,, +schulal01,1916,1,CIN,NL,8,19,44,22,10,0,2,645,208,75,4,93,95,0.26,3.14,,5,5,1,900,15,100,,, +schupfe01,1916,1,NY1,NL,9,3,30,11,8,4,1,421,79,14,1,37,86,0.16,0.9,,2,5,0,525,17,22,,, +scottja01,1916,1,PIT,NL,0,0,1,0,0,0,0,15,5,6,1,3,4,0.27,10.8,,1,0,0,21,1,6,,, +scottji01,1916,1,CHA,AL,7,14,32,21,8,1,3,496,155,50,3,53,71,0.25,2.72,,5,3,1,657,7,63,,, +seatoto01,1916,1,CHN,NL,6,6,31,12,4,0,1,363,108,44,3,43,45,0.24,3.27,,3,4,0,504,13,54,,, +seiboso01,1916,1,PHA,AL,1,2,3,2,1,1,0,65,22,10,0,9,5,0.27,4.15,,1,0,0,90,0,12,,, +shawji01,1916,1,WS1,AL,3,8,26,9,5,2,1,319,86,31,1,50,44,0.22,2.62,,4,2,0,431,13,36,,, +shawkbo01,1916,1,NYA,AL,24,14,53,27,21,4,8,830,204,68,4,81,122,0.2,2.21,,2,6,0,1064,23,78,,, +sheehto02,1916,1,PHA,AL,1,16,38,17,8,0,0,564,197,77,2,94,54,0.28,3.69,,7,2,0,783,15,111,,, +shockur01,1916,1,NYA,AL,4,3,12,9,4,1,0,247,67,24,2,32,43,0.23,2.62,,2,6,0,329,3,25,,, +shoreer01,1916,1,BOS,AL,16,10,38,28,10,3,1,677,221,66,1,49,62,0.25,2.63,,3,4,0,907,8,83,,, +sislege01,1916,1,SLA,AL,1,2,3,3,3,1,0,81,18,3,0,6,12,0.19,1,,0,1,0,98,0,4,,, +smithge02,1916,1,NY1,NL,3,0,9,1,0,0,0,62,14,6,0,6,9,0.19,2.61,,3,1,0,82,6,8,,, +smithpo02,1916,1,CLE,AL,1,2,5,3,0,0,1,77,25,11,1,11,4,0.25,3.86,,0,1,0,111,2,15,,, +smithsh01,1916,1,BRO,NL,14,10,36,23,15,4,1,657,193,57,5,45,67,0.23,2.34,,4,3,0,879,8,76,,, +steelbo01,1916,1,SLN,NL,5,15,29,22,7,1,0,444,156,56,6,42,67,0.28,3.41,,2,3,1,619,5,74,,, +strousa01,1916,1,NY1,NL,3,2,10,4,0,0,1,140,47,14,1,9,16,0.26,2.7,,2,1,0,194,3,18,,, +tesreje01,1916,1,NY1,NL,14,14,40,33,23,5,2,805,249,87,9,65,113,0.25,2.92,,9,6,2,1090,4,103,,, +thomacl01,1916,1,WS1,AL,1,2,7,4,1,1,0,85,27,13,1,12,7,0.26,4.13,,2,2,1,116,2,14,,, +toneyfr01,1916,1,CIN,NL,14,17,41,38,21,3,1,900,247,76,7,78,146,0.23,2.28,,6,8,0,1184,2,98,,, +twinitw01,1916,1,CIN,NL,0,0,1,0,0,0,0,6,4,3,1,1,0,0.44,13.5,,0,1,0,11,1,3,,, +tylerle01,1916,1,BSN,NL,17,9,34,28,21,6,1,748,200,56,6,58,117,0.22,2.02,,3,3,0,968,5,79,,, +vaughhi01,1916,1,CHN,NL,17,15,44,35,21,4,1,882,269,72,4,67,144,0.25,2.2,,6,7,0,1191,9,94,,, +walshed01,1916,1,CHA,AL,0,1,2,1,0,0,0,10,4,1,0,3,3,0.28,2.7,,0,0,0,17,1,3,,, +warmocy01,1916,1,SLN,NL,0,0,3,0,0,0,0,15,12,8,0,4,1,0.5,14.4,,0,1,0,30,2,10,,, +watsomi01,1916,1,SLN,NL,4,6,18,13,5,2,0,309,109,35,3,33,27,0.28,3.06,,1,4,0,436,5,51,,, +weaveha01,1916,1,PHA,AL,0,0,3,0,0,0,0,24,14,9,0,5,2,0.42,10.13,,0,0,0,38,1,10,,, +weilmca01,1916,1,SLA,AL,17,18,46,31,19,1,2,828,237,66,3,76,91,0.24,2.15,,3,8,1,1065,13,90,,, +whittwa01,1916,1,PHA,AL,0,0,1,0,0,0,0,6,3,1,0,2,0,0.37,4.5,,0,0,0,10,1,1,,, +willile01,1916,1,CHA,AL,13,7,43,26,10,2,1,673,220,72,5,65,138,0.26,2.89,,2,8,0,897,9,99,,, +willima01,1916,1,PHA,AL,0,6,10,4,3,0,0,154,71,45,4,31,17,0.35,7.89,,2,0,2,234,4,53,,, +willist01,1916,1,SLN,NL,6,7,36,8,5,0,1,315,121,49,6,27,25,0.29,4.2,,1,1,1,458,21,63,,, +wolfgme01,1916,1,CHA,AL,4,6,27,14,6,1,0,381,103,28,2,42,36,0.22,1.98,,2,2,0,496,8,39,,, +wyckowe01,1916,1,PHA,AL,0,1,7,2,1,0,0,64,20,13,1,20,4,0.24,5.48,,2,1,0,102,4,16,,, +wyckowe01,1916,2,BOS,AL,0,0,8,0,0,0,1,68,19,12,0,18,18,0.23,4.76,,0,0,0,100,4,13,,, +aldrivi01,1917,1,CHN,NL,6,6,30,6,1,1,2,320,100,37,1,37,44,0.25,3.12,,5,2,0,445,13,52,,, +alexape01,1917,1,PHI,NL,30,13,45,44,34,8,0,1164,336,79,4,56,200,0.23,1.83,,2,6,0,1529,0,107,,, +allenfr01,1917,1,BSN,NL,3,11,29,14,2,0,0,336,124,49,3,47,56,0.29,3.94,,4,6,0,490,6,61,,, +amesre01,1917,1,SLN,NL,15,10,43,19,10,2,3,627,189,63,2,57,62,0.24,2.71,,5,3,0,847,17,75,,, +anderfr01,1917,1,NY1,NL,8,8,38,18,8,1,3,486,122,26,1,34,69,0.2,1.44,,5,2,0,632,15,40,,, +anderwa01,1917,1,PHA,AL,0,0,14,2,0,0,0,116,32,13,0,21,10,0.24,3.03,,1,1,0,163,9,16,,, +ayersdo01,1917,1,WS1,AL,11,10,40,15,12,3,1,623,192,50,3,59,78,0.25,2.17,,4,8,0,816,21,67,,, +baconed01,1917,1,PHA,AL,0,0,1,0,0,0,0,18,5,4,0,7,0,0.23,6,,0,0,0,28,1,7,,, +baderlo01,1917,1,BOS,AL,2,0,15,1,0,0,1,115,48,10,1,18,14,0.3,2.35,,1,1,0,176,12,14,,, +bagbyji01,1917,1,CLE,AL,23,13,49,37,26,8,7,962,277,70,6,73,83,0.23,1.96,,2,6,0,1266,10,90,,, +barneje01,1917,1,BSN,NL,13,21,50,33,27,2,1,885,261,88,3,50,107,0.24,2.68,,3,3,0,1166,12,115,,, +bendech01,1917,1,PHI,NL,8,2,20,10,8,4,2,339,84,21,1,26,43,0.21,1.67,,3,7,0,436,9,24,,, +bentoru01,1917,1,NY1,NL,15,9,35,25,14,3,3,645,190,65,5,41,70,0.23,2.72,,3,7,0,865,8,78,,, +benzjo01,1917,1,CHA,AL,7,3,19,13,7,2,0,284,76,26,1,23,25,0.22,2.47,,2,2,0,371,4,36,,, +boehljo01,1917,1,CLE,AL,1,6,12,7,1,0,0,139,50,24,1,16,11,0.29,4.66,,1,3,1,191,3,27,,, +bolanbe01,1917,1,DET,AL,16,11,43,28,13,3,6,714,192,71,0,95,89,0.22,2.68,,0,6,0,952,14,89,,, +bradyne01,1917,1,NYA,AL,1,0,2,1,0,0,0,27,6,2,0,5,4,0.18,2,,0,0,0,37,1,2,,, +bressru01,1917,1,CIN,NL,0,0,2,1,0,0,0,27,15,6,0,5,2,0.42,6,,0,0,0,44,1,11,,, +bushjo01,1917,1,PHA,AL,11,17,37,31,17,4,2,700,207,64,3,111,121,0.24,2.47,,7,1,0,1025,5,101,,, +cadorle01,1917,1,BRO,NL,13,13,37,30,21,1,3,792,231,72,3,63,115,0.24,2.45,,4,7,0,1067,6,86,,, +caldwra02,1917,1,NYA,AL,13,16,32,29,21,1,0,708,199,75,8,76,102,0.23,2.86,,0,6,0,935,2,92,,, +carlsha01,1917,1,PIT,NL,7,11,34,17,9,1,1,484,140,52,0,49,68,0.24,2.9,,2,4,0,657,14,64,,, +cartepa01,1917,1,CHN,NL,5,8,23,13,6,0,2,340,115,41,2,19,34,0.27,3.26,,1,3,1,453,3,47,,, +chenela01,1917,1,BRO,NL,8,12,35,24,14,1,2,631,185,55,4,73,102,0.23,2.35,,11,5,0,869,4,80,,, +cicoted01,1917,1,CHA,AL,28,12,49,35,29,7,4,1040,246,59,2,70,150,0.2,1.53,,1,3,2,1288,9,76,,, +coombja01,1917,1,BRO,NL,7,11,31,14,9,0,0,423,147,62,7,49,34,0.28,3.96,,0,8,1,600,15,76,,, +coopewi01,1917,1,PIT,NL,17,11,40,34,23,7,1,893,276,78,4,54,99,0.25,2.36,,1,4,0,1159,5,96,,, +couchjo01,1917,1,DET,AL,0,0,3,0,0,0,0,40,13,4,0,1,1,0.25,2.7,,0,0,0,52,0,16,,, +coumbfr01,1917,1,CLE,AL,8,6,34,10,4,1,5,403,119,32,0,35,30,0.25,2.14,,2,3,1,514,14,54,,, +covelha01,1917,1,DET,AL,4,6,16,11,2,0,0,207,70,20,0,14,15,0.26,2.61,,1,2,0,280,1,39,,, +covelst01,1917,1,CLE,AL,19,14,45,36,24,9,4,895,202,60,3,94,133,0.19,1.81,,3,1,0,1142,8,78,,, +craftmo01,1917,1,WS1,AL,0,0,8,0,0,0,1,42,17,6,0,8,2,0.31,3.86,,2,0,0,62,5,10,,, +crumca01,1917,1,BSN,NL,0,0,1,0,0,0,0,3,1,0,0,1,0,0.25,0,,1,0,0,22,1,5,,, +culloni01,1917,1,NYA,AL,5,9,30,18,5,2,1,439,161,54,2,31,27,0.3,3.32,,4,2,0,559,7,70,,, +cunnige01,1917,1,DET,AL,2,7,44,8,4,0,4,417,113,45,2,51,49,0.22,2.91,,4,4,0,561,24,73,,, +danfoda01,1917,1,CHA,AL,11,6,50,9,1,1,9,519,155,51,1,74,79,0.24,2.65,,2,3,1,716,26,56,,, +daussho01,1917,1,DET,AL,17,14,37,31,22,6,2,812,243,73,3,87,102,0.24,2.43,,4,7,1,1090,5,105,,, +davenda01,1917,1,SLA,AL,17,17,47,39,20,2,2,842,273,96,5,105,100,0.26,3.08,,11,8,1,1178,6,137,,, +dellwh01,1917,1,BRO,NL,0,4,17,4,0,0,1,174,55,24,3,25,28,0.26,3.72,,2,2,0,246,6,35,,, +demaral01,1917,1,CHN,NL,5,9,24,18,6,1,1,424,125,40,5,37,43,0.24,2.55,,3,2,0,569,4,53,,, +demaral01,1917,2,NY1,NL,4,5,15,11,1,0,0,235,70,23,1,17,23,0.23,2.64,,0,1,0,321,2,33,,, +dickege01,1917,1,CLE,AL,0,0,1,0,0,0,0,3,0,0,0,0,0,0,0,,0,0,0,3,1,0,,, +doakbi01,1917,1,SLN,NL,16,20,44,37,16,3,2,844,257,97,6,85,111,0.25,3.1,,2,9,0,1152,7,123,,, +douglph01,1917,1,CHN,NL,14,20,51,37,20,5,1,880,269,83,13,50,151,0.25,2.55,,11,6,0,1161,11,123,,, +dumonge01,1917,1,WS1,AL,5,14,37,23,8,2,2,614,171,58,3,76,65,0.22,2.55,,7,6,1,839,8,76,,, +durniri01,1917,1,BRO,NL,0,0,1,0,0,0,0,3,0,0,0,0,0,0,0,,0,0,0,3,1,0,,, +ehmkeho01,1917,1,DET,AL,10,15,35,25,13,4,2,618,174,68,3,88,90,0.24,2.97,,4,5,0,808,10,84,,, +ellerho01,1917,1,CIN,NL,10,5,37,11,7,1,1,457,131,40,2,37,77,0.23,2.36,,1,3,0,614,21,60,,, +engeljo01,1917,1,CIN,NL,0,1,1,1,1,0,0,24,12,5,0,6,2,0.35,5.63,,0,0,0,42,0,8,,, +enrigja01,1917,1,NYA,AL,0,1,1,1,0,0,0,15,5,3,0,3,1,0.29,5.4,,0,0,0,20,0,5,,, +evansbi01,1917,1,PIT,NL,0,4,8,2,1,0,0,80,24,10,0,14,5,0.23,3.38,,2,1,0,123,4,15,,, +faberre01,1917,1,CHA,AL,16,13,41,29,16,3,3,744,224,53,1,85,84,0.24,1.92,,1,10,1,1043,10,92,,, +falkecy01,1917,1,PHA,AL,2,6,15,8,4,0,0,242,86,30,1,26,35,0.29,3.35,,6,0,0,320,4,53,,, +fishera01,1917,1,NYA,AL,8,9,23,18,12,3,0,432,126,35,3,43,64,0.24,2.19,,0,2,1,568,4,49,,, +fittepa01,1917,1,PHI,NL,1,1,17,2,1,0,0,167,69,28,1,27,13,0.31,4.53,,1,5,1,256,15,36,,, +fosteru01,1917,1,BOS,AL,8,7,17,16,9,1,0,374,108,35,0,53,34,0.24,2.53,,5,4,0,511,1,45,,, +gallibe01,1917,1,WS1,AL,9,13,42,23,9,1,1,623,191,69,1,93,84,0.25,2.99,,9,4,0,839,14,92,,, +goodwma01,1917,1,SLN,NL,6,4,14,12,6,3,0,256,70,21,1,19,38,0.22,2.21,,1,0,0,339,1,33,,, +gouldal01,1917,1,CLE,AL,4,4,27,7,1,0,0,282,95,38,1,52,24,0.28,3.64,,0,3,0,399,12,44,,, +grimebu01,1917,1,PIT,NL,3,16,37,17,8,1,0,582,186,76,5,70,72,0.26,3.53,,5,6,2,824,18,101,,, +groombo01,1917,1,SLA,AL,8,19,38,28,11,4,3,698,193,76,3,95,82,0.23,2.94,,2,5,0,938,6,80,,, +hamilea01,1917,1,SLA,AL,0,9,27,8,2,0,1,249,86,29,1,41,19,0.27,3.14,,3,2,0,358,9,46,,, +harpeha01,1917,1,WS1,AL,11,12,31,31,10,4,0,538,145,60,1,106,99,0.23,3.01,,10,5,0,748,0,85,,, +hendrcl01,1917,1,CHN,NL,10,12,40,21,13,1,1,645,202,62,3,72,81,0.25,2.6,,8,4,1,892,15,94,,, +hillre01,1917,1,PHA,AL,0,0,1,0,0,0,0,8,5,2,0,1,0,0.38,6.75,,0,0,0,14,0,4,,, +hittbr01,1917,1,SLN,NL,0,0,2,0,0,0,0,12,7,4,1,1,1,0.36,9,,0,0,0,20,2,6,,, +horstos01,1917,1,SLN,NL,9,4,35,11,4,1,1,416,111,53,5,54,50,0.22,3.44,,2,4,1,566,12,67,,, +hugheto02,1917,1,BSN,NL,5,3,11,8,6,2,0,222,54,16,1,30,40,0.21,1.95,,1,3,0,299,3,21,,, +jacobel01,1917,1,PIT,NL,6,19,38,25,10,1,2,682,214,71,3,76,58,0.26,2.81,,1,5,2,941,12,87,,, +jamesbi01,1917,1,DET,AL,13,10,34,23,10,2,1,594,163,46,2,96,62,0.22,2.09,,2,12,0,830,5,71,,, +jamiech01,1917,1,WS1,AL,0,0,1,0,0,0,0,7,10,10,0,2,1,0.62,38.57,,0,0,0,18,0,10,,, +johnsji02,1917,1,PHA,AL,9,12,34,23,13,0,0,573,184,59,3,56,55,0.26,2.78,,0,5,0,802,9,76,,, +johnswa01,1917,1,WS1,AL,23,16,47,34,30,8,3,978,248,80,3,68,188,0.21,2.21,,7,12,0,1284,13,105,,, +johnswa02,1917,1,PHA,AL,0,2,4,2,0,0,0,41,15,11,0,5,8,0.29,7.24,,2,0,0,56,2,12,,, +jonesde01,1917,1,DET,AL,4,4,24,6,2,0,0,231,69,25,0,26,28,0.25,2.92,,3,6,0,302,9,34,,, +jonessa01,1917,1,BOS,AL,0,1,9,1,0,0,1,49,15,8,1,6,5,0.25,4.41,,1,0,0,64,7,8,,, +keefeda01,1917,1,PHA,AL,1,0,3,0,0,0,0,15,5,1,0,4,1,0.27,1.8,,0,0,0,26,2,4,,, +kellyge01,1917,1,NY1,NL,1,0,1,0,0,0,0,15,4,0,0,1,2,0.21,0,,0,0,0,20,1,0,,, +klepfed01,1917,1,CLE,AL,14,4,41,27,9,0,1,639,208,56,0,55,66,0.26,2.37,,5,0,0,843,10,84,,, +knetzel01,1917,1,CIN,NL,0,0,11,0,0,0,1,82,29,9,0,12,7,0.28,2.96,,1,2,0,128,6,18,,, +koober01,1917,1,SLA,AL,6,14,39,18,3,1,1,401,139,58,1,57,47,0.28,3.91,,5,6,0,560,10,81,,, +lambeot01,1917,1,CLE,AL,7,6,26,10,2,0,2,292,97,34,2,30,27,0.27,3.14,,4,11,0,402,6,48,,, +lavenji01,1917,1,PHI,NL,6,8,28,14,7,0,1,388,119,51,5,44,52,0.25,3.55,,4,3,0,536,9,61,,, +leonadu01,1917,1,BOS,AL,16,17,37,36,26,4,1,883,257,71,4,72,144,0.23,2.17,,7,5,0,1170,1,90,,, +lovesl01,1917,1,NYA,AL,6,5,33,9,2,0,1,391,115,34,0,57,82,0.25,2.35,,1,1,0,516,18,50,,, +lowdegr01,1917,1,SLA,AL,2,1,3,2,2,1,0,57,16,3,0,4,9,0.22,1.42,,0,0,0,82,1,5,,, +mamaual01,1917,1,PIT,NL,2,11,16,13,5,0,0,257,92,50,1,50,22,0.27,5.25,,3,3,0,394,3,59,,, +marquru01,1917,1,BRO,NL,19,12,37,29,14,2,0,698,200,66,5,60,117,0.23,2.55,,4,0,0,942,4,84,,, +martisp01,1917,1,SLA,AL,0,2,9,2,0,0,0,47,20,10,0,5,5,0.33,5.74,,2,0,0,64,5,13,,, +mayerer01,1917,1,PHI,NL,11,6,28,18,11,1,0,480,160,49,6,33,64,0.26,2.76,,2,4,0,649,6,62,,, +mayja01,1917,1,SLN,NL,0,0,15,1,0,0,0,88,29,11,0,11,18,0.3,3.38,,2,3,1,116,10,13,,, +maysca01,1917,1,BOS,AL,22,9,35,33,27,2,0,867,230,56,1,74,91,0.22,1.74,,6,14,0,1129,2,81,,, +mccabti01,1917,1,SLA,AL,0,0,1,0,0,0,0,7,4,6,1,4,2,0.4,23.14,,0,0,0,14,0,6,,, +mcgrabo01,1917,1,NYA,AL,0,1,2,2,1,0,0,33,9,1,0,3,3,0.25,0.82,,2,0,0,38,0,5,,, +meadole01,1917,1,SLN,NL,15,9,43,37,18,4,2,797,253,91,5,90,100,0.26,3.08,,4,4,0,1085,6,99,,, +middlji01,1917,1,NY1,NL,1,1,13,0,0,0,1,108,35,11,1,8,9,0.25,2.75,,2,1,0,154,8,18,,, +miljujo01,1917,1,BRO,NL,0,1,4,1,1,0,0,45,14,1,0,8,9,0.25,0.6,,1,3,1,70,3,3,,, +millefr02,1917,1,PIT,NL,10,19,38,28,14,5,1,672,216,78,1,60,92,0.25,3.13,,6,5,0,962,8,98,,, +mitchcl01,1917,1,CIN,NL,9,15,32,20,10,2,1,478,166,57,4,34,37,0.26,3.22,,3,2,0,670,8,73,,, +mitchwi01,1917,1,DET,AL,12,8,30,22,12,5,0,556,172,45,2,46,80,0.25,2.19,,0,13,0,747,7,66,,, +mogrige01,1917,1,NYA,AL,9,11,29,25,15,1,0,589,185,65,5,39,46,0.25,2.98,,2,9,0,773,4,82,,, +molynvi01,1917,1,SLA,AL,0,0,7,0,0,0,0,66,18,12,0,20,4,0.23,4.91,,3,0,0,96,2,15,,, +monroed01,1917,1,NYA,AL,1,0,9,1,1,0,1,86,35,11,1,6,12,0.31,3.45,,1,2,0,124,8,15,,, +mortogu01,1917,1,CLE,AL,10,10,35,18,6,1,2,483,158,49,3,59,62,0.26,2.74,,3,2,0,657,12,74,,, +murchti01,1917,1,SLN,NL,0,0,1,0,0,0,0,3,0,0,0,2,2,0,0,,0,0,0,5,1,0,,, +myersel01,1917,1,PHA,AL,9,16,38,23,13,2,3,605,221,99,2,79,88,0.28,4.42,,10,5,0,895,12,122,,, +naborja01,1917,1,PHA,AL,0,0,2,0,0,0,0,9,2,1,0,1,2,0.2,3,,1,0,0,11,1,1,,, +nayloro01,1917,1,PHA,AL,2,2,5,5,3,0,0,99,30,6,1,11,11,0.26,1.64,,0,1,0,135,0,10,,, +nehfar01,1917,1,BSN,NL,17,8,38,23,17,5,0,700,197,56,4,39,101,0.23,2.16,,5,4,1,912,7,78,,, +northlo01,1917,1,SLN,NL,0,0,5,0,0,0,0,34,14,5,1,4,4,0.35,3.97,,0,0,0,46,5,5,,, +noyeswi01,1917,1,PHA,AL,10,10,27,22,11,1,1,513,156,56,5,77,64,0.25,2.95,,1,4,0,708,4,74,,, +oeschjo01,1917,1,PHI,NL,15,14,42,30,18,5,1,786,241,80,7,72,123,0.24,2.75,,3,6,1,1064,10,108,,, +package01,1917,1,CHN,NL,0,0,2,0,0,0,0,5,3,2,1,0,1,0.37,10.8,,0,0,0,8,1,2,,, +package01,1917,2,SLN,NL,9,6,34,11,6,0,2,460,138,42,4,25,44,0.24,2.47,,1,3,0,608,12,48,,, +parkji01,1917,1,SLA,AL,1,1,13,0,0,0,0,61,27,15,1,12,9,0.33,6.64,,1,0,0,93,7,20,,, +parnhru01,1917,1,PHA,AL,0,1,2,2,0,0,0,33,12,5,1,9,4,0.31,4.09,,0,0,0,50,0,6,,, +pearcge01,1917,1,SLN,NL,1,1,5,0,0,0,0,31,7,4,0,3,4,0.18,3.48,,0,1,0,45,3,7,,, +pennike01,1917,1,SLA,AL,0,0,1,0,0,0,0,3,1,0,0,0,0,0.25,0,,0,0,0,4,1,0,,, +pennohe01,1917,1,BOS,AL,5,5,24,5,4,1,1,302,90,37,2,23,35,0.24,3.31,,0,3,0,397,13,42,,, +perripo01,1917,1,NY1,NL,17,7,35,26,14,5,1,645,186,45,3,45,72,0.23,1.88,,1,7,0,855,8,61,,, +perrysc01,1917,1,CIN,NL,0,0,4,1,0,0,0,40,17,10,0,8,4,0.32,6.75,,1,1,0,65,2,15,,, +pfeffje01,1917,1,BRO,NL,11,15,30,30,24,3,0,798,225,66,4,66,115,0.23,2.23,,4,16,0,1081,0,84,,, +piercbi01,1917,1,NYA,AL,0,1,1,1,1,0,0,27,9,3,0,2,4,0.25,3,,0,0,0,37,0,3,,, +pillehe01,1917,1,CIN,NL,0,0,1,0,0,0,0,3,4,2,0,0,0,0.57,18,,0,0,0,7,1,2,,, +planked01,1917,1,SLA,AL,5,6,20,14,8,1,1,393,105,26,2,38,26,0.22,1.79,,1,2,0,520,4,39,,, +pondeel01,1917,1,PIT,NL,1,1,3,2,1,1,0,64,12,4,0,6,11,0.16,1.69,,1,1,0,80,1,5,,, +prendmi01,1917,1,CHN,NL,3,6,35,8,1,0,1,298,112,37,6,21,43,0.3,3.35,,3,0,0,411,16,42,,, +raganpa01,1917,1,BSN,NL,6,9,30,13,5,1,1,443,138,48,6,35,61,0.25,2.93,,1,1,0,611,12,59,,, +reganmi01,1917,1,CIN,NL,11,10,32,26,16,1,0,648,228,65,4,41,50,0.27,2.71,,0,4,0,909,4,106,,, +reulbed01,1917,1,BSN,NL,0,1,5,2,0,0,0,67,21,7,0,15,9,0.25,2.82,,0,1,0,103,2,13,,, +ringji01,1917,1,CIN,NL,3,7,24,7,3,0,2,264,90,43,2,35,33,0.27,4.4,,1,1,1,375,12,47,,, +rixeyep01,1917,1,PHI,NL,16,21,39,36,23,4,1,844,249,71,1,67,121,0.24,2.27,,6,5,2,1140,3,102,,, +rogerto01,1917,1,SLA,AL,3,6,24,8,3,0,0,326,112,47,2,44,27,0.27,3.89,,1,3,0,457,12,58,,, +rudoldi01,1917,1,BSN,NL,13,13,31,30,22,5,0,728,252,92,1,54,96,0.27,3.41,,4,4,0,1011,1,104,,, +ruethdu01,1917,1,CHN,NL,2,0,10,4,1,0,0,109,37,10,0,12,23,0.28,2.48,,1,3,0,153,5,12,,, +ruethdu01,1917,2,CIN,NL,1,2,7,4,1,1,0,107,43,14,0,14,12,0.32,3.53,,0,2,0,154,3,17,,, +russeal01,1917,1,NYA,AL,7,8,25,10,6,0,2,313,89,26,3,39,55,0.23,2.24,,2,7,0,423,9,42,,, +russejo01,1917,1,BRO,NL,0,1,5,1,1,0,0,48,12,8,1,6,1,0.22,4.5,,0,0,0,61,4,8,,, +russere01,1917,1,CHA,AL,15,5,35,24,11,5,3,568,170,41,1,32,54,0.24,1.95,,1,1,0,731,7,61,,, +ruthba01,1917,1,BOS,AL,24,13,41,38,35,6,2,979,244,73,2,108,128,0.21,2.01,,5,11,0,1313,2,91,,, +sallesl01,1917,1,NY1,NL,18,7,34,24,18,1,4,647,199,52,4,34,54,0.24,2.17,,0,1,1,861,9,70,,, +sandero01,1917,1,CIN,NL,0,1,2,2,1,0,0,42,12,7,0,16,3,0.27,4.5,,1,1,0,65,0,7,,, +schauru01,1917,1,PHA,AL,7,16,33,21,10,0,1,645,209,75,6,69,62,0.26,3.14,,4,3,1,893,10,116,,, +schnepe01,1917,1,CIN,NL,20,19,46,42,24,0,0,1001,311,78,4,117,138,0.25,2.1,,5,11,0,1421,3,128,,, +schupfe01,1917,1,NY1,NL,21,7,36,32,25,6,0,816,202,59,7,70,147,0.2,1.95,,3,4,0,1067,3,69,,, +scottja01,1917,1,BSN,NL,1,2,7,3,3,0,0,119,36,8,0,5,21,0.25,1.82,,1,3,0,158,4,12,,, +scottji01,1917,1,CHA,AL,6,7,24,17,6,2,1,375,126,26,0,42,37,0.27,1.87,,0,6,0,516,5,37,,, +seatoto01,1917,1,CHN,NL,5,4,16,9,3,1,1,224,60,21,0,23,27,0.22,2.53,,1,1,0,295,5,30,,, +seiboso01,1917,1,PHA,AL,4,16,33,15,9,1,1,480,141,70,1,85,55,0.24,3.94,,5,3,1,692,14,86,,, +shawji01,1917,1,WS1,AL,15,14,47,31,15,2,1,799,233,95,1,123,118,0.24,3.21,,3,1,2,1092,9,118,,, +shawkbo01,1917,1,NYA,AL,13,15,32,26,16,2,0,709,207,64,2,72,97,0.24,2.44,,4,6,0,930,5,81,,, +shockur01,1917,1,NYA,AL,8,5,26,13,7,0,1,435,124,42,4,46,68,0.24,2.61,,4,0,1,564,5,59,,, +shoreer01,1917,1,BOS,AL,13,10,29,27,14,1,1,680,201,56,1,55,57,0.24,2.22,,4,12,1,906,2,79,,, +smallwa01,1917,1,NYA,AL,0,0,2,0,0,0,0,6,1,0,0,1,1,0.16,0,,0,0,0,7,2,0,,, +smithge02,1917,1,NY1,NL,0,3,14,1,1,0,0,114,38,12,1,11,16,0.27,2.84,,2,1,0,159,6,13,,, +smithpo02,1917,1,CLE,AL,0,1,6,0,0,0,0,26,14,8,0,4,3,0.36,8.31,,0,1,0,40,2,11,,, +smithsh01,1917,1,BRO,NL,12,12,38,23,15,0,3,634,210,78,5,51,58,0.26,3.32,,0,2,1,874,14,103,,, +sothoal01,1917,1,SLA,AL,14,19,48,32,17,3,4,830,259,87,2,96,85,0.25,2.83,,5,9,0,1147,14,135,,, +steelbo01,1917,1,SLN,NL,1,3,12,6,1,0,0,126,33,15,1,19,23,0.22,3.21,,2,0,0,173,3,18,,, +steelbo01,1917,2,PIT,NL,5,11,27,19,13,1,1,539,158,55,0,53,82,0.23,2.76,,6,5,2,747,8,70,,, +swiglad01,1917,1,NY1,NL,0,1,1,1,0,0,0,18,7,4,0,8,4,0.33,6,,0,0,0,30,0,4,,, +tesreje01,1917,1,NY1,NL,13,8,33,20,11,1,2,551,168,63,6,58,85,0.24,3.09,,8,3,0,757,6,71,,, +thormha01,1917,1,NYA,AL,0,1,1,1,0,0,0,24,9,2,0,4,5,0.28,2.25,,0,1,0,37,0,3,,, +toneyfr01,1917,1,CIN,NL,24,16,43,42,31,7,1,1019,300,83,4,77,123,0.23,2.2,,3,6,1,1374,1,119,,, +torkere01,1917,1,CLE,AL,2,1,4,3,0,0,0,67,33,19,1,13,10,0.33,7.66,,0,2,0,121,1,25,,, +tylerle01,1917,1,BSN,NL,14,12,32,28,22,4,1,717,203,67,1,86,98,0.24,2.52,,7,6,0,970,3,81,,, +vaughhi01,1917,1,CHN,NL,23,13,41,38,27,5,0,887,255,66,3,91,195,0.23,2.01,,2,9,0,1216,2,97,,, +wachtpa01,1917,1,BRO,NL,0,0,2,0,0,0,0,18,9,7,0,4,3,0.37,10.5,,0,0,0,30,2,7,,, +waldbdo01,1917,1,WS1,AL,0,0,2,0,0,0,1,15,10,4,0,2,2,0.47,7.2,,0,0,0,23,2,4,,, +walkero01,1917,1,CHN,NL,0,1,2,1,0,0,0,21,8,3,0,5,4,0.28,3.86,,1,0,0,34,0,5,,, +walshed01,1917,1,BSN,NL,0,1,4,3,1,0,0,54,22,7,0,9,4,0.31,3.5,,1,1,1,82,1,9,,, +watsomi01,1917,1,SLN,NL,10,13,41,20,5,3,0,484,149,63,3,51,45,0.25,3.51,,1,9,0,667,9,74,,, +weaveha01,1917,1,CHN,NL,1,1,4,2,1,1,0,59,17,6,0,7,8,0.23,2.75,,1,0,0,82,2,10,,, +weilmca01,1917,1,SLA,AL,1,2,5,3,0,0,0,57,19,4,1,6,9,0.26,1.89,,0,0,0,77,2,9,,, +willile01,1917,1,CHA,AL,17,8,45,29,8,1,1,690,221,76,3,81,85,0.25,2.97,,5,9,0,970,14,94,,, +wolfgme01,1917,1,CHA,AL,0,0,5,0,0,0,0,53,18,10,1,6,3,0.3,5.09,,0,1,0,66,3,10,,, +woodjo02,1917,1,CLE,AL,0,1,5,1,0,0,1,47,17,6,0,7,2,0.3,3.45,,0,0,0,62,3,7,,, +wrighra02,1917,1,SLA,AL,0,1,16,1,0,0,0,119,48,24,0,10,5,0.3,5.45,,1,1,0,173,11,31,,, +wyckowe01,1917,1,BOS,AL,0,0,1,0,0,0,0,15,4,1,0,4,1,0.22,1.8,,0,1,0,23,1,3,,, +adamsba01,1918,1,PIT,NL,1,1,3,3,2,0,0,68,15,3,0,4,6,0.19,1.19,,0,0,0,82,0,4,,, +adamswi01,1918,1,PHA,AL,5,12,32,14,7,0,0,507,164,83,2,97,39,0.27,4.42,,3,12,0,733,9,95,,, +aldrivi01,1918,1,CHN,NL,0,1,3,0,0,0,0,37,11,2,0,6,10,0.27,1.46,,1,0,0,48,2,3,,, +alexape01,1918,1,CHN,NL,2,1,3,3,3,0,0,78,19,5,0,3,15,0.2,1.73,,0,1,0,98,0,7,,, +altroni01,1918,1,WS1,AL,1,2,5,3,1,0,0,72,24,8,1,6,5,0.27,3,,0,1,0,105,2,11,,, +amesre01,1918,1,SLN,NL,9,14,27,25,17,0,1,620,192,53,1,52,68,0.25,2.31,,5,5,0,844,2,75,,, +anderfr01,1918,1,NY1,NL,4,2,18,4,2,1,3,212,62,21,1,17,24,0.24,2.67,,1,2,0,286,10,27,,, +ayersdo01,1918,1,WS1,AL,10,12,40,24,11,4,3,659,215,69,2,63,67,0.26,2.83,,2,7,0,908,14,91,,, +baderlo01,1918,1,BOS,AL,1,3,5,4,2,1,0,81,26,10,1,12,10,0.27,3.33,,0,3,0,116,1,13,,, +bagbyji01,1918,1,CLE,AL,17,16,45,31,23,2,6,814,274,81,0,78,57,0.27,2.69,,2,2,0,1147,14,108,,, +bailebi01,1918,1,DET,AL,1,2,8,4,1,0,0,113,53,25,0,26,13,0.36,5.97,,0,1,0,178,2,34,,, +barneje01,1918,1,NY1,NL,6,1,9,9,4,2,0,164,53,11,0,13,12,0.25,1.81,,0,0,0,224,0,15,,, +bauerlo01,1918,1,PHA,AL,0,0,1,0,0,0,0,0,0,1,0,2,0,0,,,0,0,0,2,0,2,,, +bentoru01,1918,1,NY1,NL,1,2,3,3,2,0,0,72,17,5,0,3,9,0.2,1.88,,1,0,0,90,0,8,,, +benzjo01,1918,1,CHA,AL,8,8,29,17,10,1,0,462,156,45,1,28,30,0.26,2.63,,1,2,0,602,5,57,,, +bernhwa01,1918,1,NYA,AL,0,0,1,0,0,0,0,2,0,0,0,0,1,0,0,,0,0,0,2,1,0,,, +bolanbe01,1918,1,DET,AL,14,10,29,25,14,4,0,612,176,60,1,67,63,0.23,2.65,,1,6,0,834,4,69,,, +brennad01,1918,1,WS1,AL,0,0,2,1,0,0,0,16,7,3,0,5,0,0.24,5.06,,0,1,0,26,0,4,,, +brennad01,1918,2,CLE,AL,0,0,1,0,0,0,0,9,3,1,0,3,0,0.33,3,,0,0,0,12,0,1,,, +bressru01,1918,1,CIN,NL,8,5,17,13,10,0,0,384,124,35,3,39,37,0.26,2.46,,1,1,0,532,3,48,,, +buckega01,1918,1,WS1,AL,0,0,1,0,0,0,0,6,3,4,0,6,2,0.33,18,,0,0,0,15,1,4,,, +bushjo01,1918,1,BOS,AL,15,15,36,31,26,7,2,818,241,64,3,91,125,0.24,2.11,,5,3,0,1119,4,88,,, +cadorle01,1918,1,BRO,NL,1,0,2,2,1,1,0,51,6,1,0,2,5,0.11,0.53,,0,1,0,57,0,1,,, +caldwra02,1918,1,NYA,AL,9,8,24,21,14,1,1,530,173,60,2,62,59,0.26,3.06,,1,1,0,741,3,69,,, +canavhu01,1918,1,BSN,NL,0,4,11,3,3,0,0,140,70,33,0,15,18,0.36,6.36,,2,5,0,220,8,42,,, +carlsha01,1918,1,PIT,NL,0,1,3,2,0,0,0,36,12,5,1,5,5,0.28,3.75,,0,0,0,49,1,5,,, +cartepa01,1918,1,CHN,NL,3,2,21,4,1,0,2,219,78,22,2,19,13,0.29,2.71,,1,1,0,306,10,29,,, +causere01,1918,1,NY1,NL,11,6,29,18,10,2,2,475,143,49,2,42,48,0.24,2.79,,4,7,0,648,10,58,,, +chenela01,1918,1,BRO,NL,11,13,32,21,15,0,1,602,177,67,2,74,83,0.24,3,,13,10,0,850,10,84,,, +cicoted01,1918,1,CHA,AL,12,19,38,30,24,1,2,798,275,82,2,40,104,0.27,2.77,,2,2,0,1057,8,102,,, +cobbty01,1918,1,DET,AL,0,0,2,0,0,0,0,12,6,2,0,2,0,0.4,4.5,,0,0,0,17,1,2,,, +comstra01,1918,1,PIT,NL,5,6,15,8,6,0,1,243,78,27,0,14,44,0.25,3,,1,2,0,329,6,33,,, +conlesn01,1918,1,CIN,NL,2,0,5,0,0,0,1,41,17,8,2,5,2,0.32,5.27,,0,0,0,60,4,10,,, +coombja01,1918,1,BRO,NL,8,14,27,20,16,2,0,567,191,80,10,49,44,0.26,3.81,,4,2,0,792,4,97,,, +coopewi01,1918,1,PIT,NL,19,14,38,29,26,2,3,820,219,64,2,65,117,0.22,2.11,,4,10,0,1078,9,86,,, +coreyed01,1918,1,CHA,AL,0,0,1,0,0,0,0,6,2,1,0,1,0,0.33,4.5,,0,0,0,7,1,1,,, +coumbfr01,1918,1,CLE,AL,13,7,30,17,9,0,3,450,164,51,4,52,41,0.28,3.06,,0,1,0,607,10,60,,, +covelha01,1918,1,DET,AL,0,1,3,1,1,0,0,42,17,6,0,6,3,0.31,3.86,,0,0,0,62,2,9,,, +covelst01,1918,1,CLE,AL,22,13,38,33,25,2,1,933,261,63,2,76,87,0.22,1.82,,2,4,0,1254,5,90,,, +craftmo01,1918,1,WS1,AL,0,0,3,0,0,0,0,21,5,1,0,1,5,0.2,1.29,,0,0,0,25,3,1,,, +cranddo01,1918,1,BSN,NL,1,2,5,3,3,0,0,102,39,9,1,4,4,0.3,2.38,,0,1,0,136,1,11,,, +crumca01,1918,1,BSN,NL,0,1,1,1,0,0,0,7,6,4,0,3,0,0.6,15.43,,0,1,0,15,0,4,,, +cunnige01,1918,1,DET,AL,6,7,27,14,10,0,1,420,131,49,0,38,39,0.25,3.15,,2,5,0,578,12,68,,, +danfoda01,1918,1,CHA,AL,6,15,39,11,5,0,2,417,148,53,1,40,48,0.28,3.43,,1,5,0,567,19,73,,, +daussho01,1918,1,DET,AL,12,16,33,26,21,1,3,749,243,83,3,58,73,0.26,2.99,,5,9,0,1027,7,105,,, +davenda01,1918,1,SLA,AL,10,11,31,22,12,2,1,540,182,65,0,69,60,0.27,3.25,,3,7,0,759,3,84,,, +davisdi01,1918,1,PHI,NL,0,2,17,2,1,0,0,141,43,16,1,30,18,0.24,3.06,,1,0,0,214,13,25,,, +demaral01,1918,1,NY1,NL,8,6,26,14,8,2,1,426,143,39,5,25,39,0.26,2.47,,0,2,0,585,7,56,,, +doakbi01,1918,1,SLN,NL,9,15,31,23,16,1,1,633,191,57,3,60,74,0.24,2.43,,2,4,1,865,7,76,,, +donovbi01,1918,1,DET,AL,1,0,2,1,0,0,0,18,5,1,0,1,1,0.22,1.5,,0,0,0,23,1,1,,, +douglph01,1918,1,CHN,NL,10,9,25,19,11,2,2,470,145,37,2,31,51,0.24,2.13,,2,1,0,642,6,57,,, +dubucje01,1918,1,BOS,AL,0,1,2,1,1,0,0,32,11,5,1,5,1,0.26,4.22,,0,0,0,46,1,5,,, +dumonge01,1918,1,WS1,AL,1,1,4,1,1,0,0,42,18,8,0,6,12,0.29,5.14,,0,0,0,68,2,12,,, +durniri01,1918,1,BRO,NL,0,0,1,0,0,0,0,6,3,3,0,4,0,0.37,13.5,,0,0,0,13,1,5,,, +dyerbe01,1918,1,DET,AL,0,0,2,0,0,0,0,5,0,0,0,0,0,0,0,,0,0,0,5,2,0,,, +ellerho01,1918,1,CIN,NL,16,12,37,22,14,0,1,653,205,57,1,59,84,0.25,2.36,,0,6,0,899,13,71,,, +enzmajo01,1918,1,CLE,AL,5,7,30,14,8,0,2,410,130,36,2,29,38,0.26,2.37,,5,5,0,545,13,44,,, +ericker01,1918,1,DET,AL,4,5,12,9,8,0,1,283,81,26,2,29,48,0.24,2.48,,0,3,1,375,2,32,,, +faberre01,1918,1,CHA,AL,4,1,11,9,5,1,1,242,70,11,3,23,26,0.24,1.23,,2,0,0,319,1,23,,, +faheyfr01,1918,1,PHA,AL,0,0,3,0,0,0,0,27,5,6,0,14,1,0.2,6,,0,1,0,40,2,7,,, +fergual01,1918,1,NYA,AL,0,0,1,0,0,0,0,5,2,0,0,2,1,0.33,0,,0,0,0,8,1,0,,, +fillida01,1918,1,BSN,NL,7,6,14,13,10,4,0,339,99,28,0,28,29,0.24,2.23,,2,5,0,454,1,37,,, +finneha01,1918,1,DET,AL,0,2,5,2,0,0,1,41,22,15,0,8,2,0.39,9.88,,1,0,0,64,3,17,,, +finneha01,1918,2,NYA,AL,3,6,23,13,4,0,0,343,134,48,7,35,34,0.3,3.78,,1,2,0,433,7,52,,, +fortuga01,1918,1,PHI,NL,0,2,5,2,1,0,0,93,41,28,2,19,10,0.33,8.13,,1,1,0,151,2,30,,, +gallibe01,1918,1,SLA,AL,8,6,19,17,10,1,0,372,126,48,1,61,48,0.26,3.48,,2,6,0,551,1,63,,, +gearybo01,1918,1,PHA,AL,2,5,16,7,6,2,4,261,94,26,0,31,22,0.28,2.69,,1,3,0,368,8,37,,, +georgle01,1918,1,BSN,NL,1,5,9,5,4,0,0,163,56,14,0,21,22,0.28,2.32,,1,3,0,232,4,23,,, +greggve01,1918,1,PHA,AL,9,14,30,25,17,3,2,598,180,69,4,67,63,0.25,3.12,,1,5,0,814,4,85,,, +grimebu01,1918,1,BRO,NL,19,9,40,30,19,7,1,810,210,64,3,76,113,0.21,2.13,,11,4,2,1078,9,94,,, +grineda01,1918,1,BRO,NL,1,5,11,6,3,1,0,163,47,13,0,15,22,0.26,2.15,,1,7,0,205,3,16,,, +groombo01,1918,1,CLE,AL,2,2,14,5,0,0,0,130,70,34,0,18,8,0.38,7.06,,0,1,0,203,4,42,,, +haineje01,1918,1,CIN,NL,0,0,1,0,0,0,0,15,5,1,0,1,2,0.29,1.8,,0,0,0,20,1,1,,, +hallch02,1918,1,DET,AL,0,1,6,1,0,0,0,40,14,10,1,6,2,0.26,6.75,,0,0,0,61,4,10,,, +hallhe01,1918,1,DET,AL,0,0,3,0,0,0,0,18,12,10,0,7,1,0.5,15,,0,2,0,33,0,11,,, +hamilea01,1918,1,PIT,NL,6,0,6,6,6,1,0,162,47,5,0,13,20,0.24,0.83,,1,0,0,210,0,7,,, +hansero01,1918,1,WS1,AL,1,0,5,0,0,0,0,27,10,3,0,3,2,0.27,3,,0,1,0,40,2,4,,, +harmobo01,1918,1,PIT,NL,2,7,16,9,5,0,0,247,76,24,3,12,7,0.25,2.62,,0,0,0,321,5,30,,, +harpeha01,1918,1,WS1,AL,11,10,35,32,14,3,1,732,182,59,1,104,78,0.21,2.18,,13,8,0,993,2,77,,, +hearnbu01,1918,1,BSN,NL,5,6,17,12,9,1,0,379,119,35,2,29,30,0.25,2.49,,0,0,0,509,5,43,,, +hehlja01,1918,1,BRO,NL,0,0,1,0,0,0,0,3,0,0,0,0,0,0,0,,0,1,0,4,1,0,,, +heitmha01,1918,1,BRO,NL,0,1,1,1,0,0,0,1,4,4,0,0,0,1,108,,0,0,0,5,0,4,,, +hendrcl01,1918,1,CHN,NL,20,7,32,27,21,3,0,699,229,72,2,54,86,0.25,2.78,,8,5,0,966,4,87,,, +herrmma01,1918,1,BRO,NL,0,0,1,0,0,0,0,3,0,0,0,1,0,0,0,,0,0,0,4,1,0,,, +hillca01,1918,1,PIT,NL,2,3,6,4,3,0,0,131,24,6,0,17,15,0.16,1.24,,0,0,0,170,1,11,,, +hoggbr01,1918,1,PHI,NL,13,13,29,25,17,3,1,684,201,64,3,61,81,0.24,2.53,,5,6,1,924,2,83,,, +holmech01,1918,1,PHA,AL,0,0,2,0,0,0,0,6,4,3,0,1,0,0.4,13.5,,0,1,0,12,2,5,,, +horstos01,1918,1,SLN,NL,0,2,9,2,0,0,0,69,29,14,0,14,6,0.34,5.48,,1,0,0,102,4,18,,, +houckby01,1918,1,SLA,AL,2,4,27,2,0,0,2,215,58,19,0,29,29,0.22,2.39,,1,0,0,291,22,24,,, +hovlied01,1918,1,WS1,AL,2,1,8,2,1,0,0,84,25,4,0,10,10,0.27,1.29,,1,0,0,106,4,10,,, +howarea01,1918,1,SLN,NL,0,0,1,0,0,0,0,6,0,0,0,2,0,0,0,,0,0,0,7,1,0,,, +hoytwa01,1918,1,NY1,NL,0,0,1,0,0,0,0,3,0,0,0,0,2,0,0,,0,0,0,3,1,0,,, +hugheto02,1918,1,BSN,NL,0,2,3,3,1,0,0,55,17,7,0,6,9,0.25,3.44,,0,0,0,77,0,10,,, +jacobel01,1918,1,PIT,NL,0,1,8,4,0,0,0,70,31,15,0,14,2,0.34,5.79,,0,0,0,111,1,18,,, +jacobel01,1918,2,PHI,NL,9,5,18,14,12,4,1,369,91,33,3,42,33,0.21,2.41,,2,4,0,495,2,39,,, +jacobla01,1918,1,CIN,NL,0,1,5,0,0,0,0,52,25,11,0,1,8,0.36,5.71,,0,0,0,74,4,12,,, +jamesbi01,1918,1,DET,AL,6,11,19,18,8,1,0,366,127,51,3,68,42,0.27,3.76,,2,5,0,546,1,68,,, +jamiech01,1918,1,PHA,AL,2,1,5,2,1,0,0,69,24,11,0,13,2,0.26,4.3,,1,2,1,109,3,17,,, +johnsra01,1918,1,SLN,NL,1,1,6,1,0,0,0,69,20,7,0,7,4,0.26,2.74,,0,0,0,90,1,10,,, +johnsro01,1918,1,PHA,AL,1,5,10,8,3,0,0,150,47,19,0,34,12,0.25,3.42,,2,2,0,228,2,32,,, +johnswa01,1918,1,WS1,AL,23,13,39,29,29,8,3,978,241,46,2,70,162,0.21,1.27,,8,8,0,1261,10,71,,, +jonesde01,1918,1,DET,AL,3,1,21,4,1,0,0,201,60,23,0,38,15,0.24,3.09,,0,1,0,290,9,36,,, +jonessa01,1918,1,BOS,AL,16,5,24,21,16,5,0,552,151,46,1,70,44,0.23,2.25,,6,8,0,750,2,66,,, +kalliru01,1918,1,DET,AL,8,14,30,22,10,2,0,544,178,73,0,76,70,0.26,3.62,,7,1,0,785,6,91,,, +keatira01,1918,1,NYA,AL,2,2,15,6,1,0,0,145,39,21,0,30,16,0.23,3.91,,0,2,0,201,7,27,,, +keenvi01,1918,1,PHA,AL,0,1,1,1,0,0,0,24,9,3,1,1,1,0.3,3.38,,0,0,0,31,0,3,,, +kinnewa01,1918,1,BOS,AL,0,0,5,0,0,0,0,45,5,3,0,8,4,0.1,1.8,,0,2,0,57,5,3,,, +koneted01,1918,1,BSN,NL,0,1,1,1,1,0,0,24,14,6,1,2,3,0.37,6.75,,0,0,0,40,0,8,,, +lambeot01,1918,1,CLE,AL,0,0,2,0,0,0,0,21,10,5,0,6,3,0.37,6.43,,0,0,0,33,1,5,,, +leifile01,1918,1,SLA,AL,2,6,15,6,3,1,0,201,61,19,1,19,22,0.25,2.55,,0,2,0,266,6,23,,, +leonadu01,1918,1,BOS,AL,8,6,16,16,12,3,0,377,119,38,0,53,47,0.25,2.72,,7,2,0,542,0,51,,, +lovesl01,1918,1,NYA,AL,13,12,38,29,13,1,1,686,207,78,3,116,95,0.25,3.07,,4,10,1,963,5,92,,, +lowdegr01,1918,1,SLA,AL,2,6,13,11,4,0,0,240,74,28,1,38,25,0.25,3.15,,2,3,0,341,1,44,,, +luquedo01,1918,1,CIN,NL,6,3,12,10,9,1,0,249,84,35,1,32,26,0.27,3.8,,4,1,1,349,1,44,,, +mainal01,1918,1,PHI,NL,2,2,8,4,1,1,0,105,30,18,1,16,14,0.24,4.63,,0,5,0,152,2,20,,, +mamaual01,1918,1,BRO,NL,0,1,2,1,0,0,0,24,14,6,0,2,2,0.43,6.75,,0,0,0,36,1,6,,, +marquru01,1918,1,BRO,NL,9,18,34,29,19,4,0,717,231,70,7,59,89,0.26,2.64,,3,1,0,980,3,97,,, +martisp01,1918,1,CHN,NL,5,2,9,5,4,1,1,161,47,11,0,14,16,0.24,1.84,,2,1,0,219,3,19,,, +matteed01,1918,1,WS1,AL,5,3,14,6,2,0,0,203,57,13,2,15,17,0.23,1.73,,0,1,0,257,5,20,,, +mayerer01,1918,1,PHI,NL,7,4,13,13,7,0,0,312,108,36,2,26,16,0.27,3.12,,1,4,0,432,0,46,,, +mayerer01,1918,2,PIT,NL,9,3,15,14,11,1,0,370,122,31,1,27,25,0.26,2.26,,0,4,0,508,0,40,,, +mayja01,1918,1,SLN,NL,5,6,29,15,6,0,0,458,149,65,2,69,61,0.26,3.83,,1,13,0,670,8,83,,, +maysca01,1918,1,BOS,AL,21,13,35,33,30,8,0,880,230,72,2,81,114,0.22,2.21,,6,11,0,1162,1,94,,, +mcavowi01,1918,1,PHA,AL,0,0,1,0,0,0,0,2,1,1,1,0,0,0.5,13.5,,0,0,0,3,1,1,,, +mccabdi01,1918,1,BOS,AL,0,1,3,1,0,0,0,29,13,3,0,2,3,0.35,2.79,,0,0,0,40,2,4,,, +mccabti01,1918,1,SLA,AL,0,0,1,0,0,0,0,4,2,2,0,1,0,0.33,13.5,,0,0,0,8,0,2,,, +mcgrabo01,1918,1,NYA,AL,0,1,1,1,0,0,0,0,0,0,0,4,0,0,,,0,0,0,4,0,4,,, +mcquige01,1918,1,CLE,AL,0,1,5,1,0,0,1,69,25,6,0,4,7,0.28,2.35,,0,0,0,95,2,10,,, +mcquihu01,1918,1,BSN,NL,1,0,1,1,1,0,0,27,7,3,0,5,1,0.21,3,,0,0,0,39,0,3,,, +meadole01,1918,1,SLN,NL,8,14,30,23,12,0,1,496,176,66,1,56,49,0.28,3.59,,1,10,0,714,6,91,,, +millefr02,1918,1,PIT,NL,11,8,23,23,14,2,0,511,152,45,1,37,47,0.25,2.38,,1,7,0,677,0,60,,, +mitchcl01,1918,1,BRO,NL,0,1,1,1,0,0,0,1,4,4,0,0,0,1,108,,0,0,0,4,0,4,,, +mitchro01,1918,1,CHA,AL,0,1,2,2,0,0,0,36,18,10,1,4,3,0.34,7.5,,0,0,0,59,0,14,,, +mitchro01,1918,2,CIN,NL,4,0,5,3,3,2,0,109,27,3,0,5,9,0.2,0.74,,0,0,0,137,1,3,,, +mitchwi01,1918,1,DET,AL,0,1,1,1,0,0,0,12,3,4,0,5,2,0.2,9,,0,0,0,20,0,4,,, +mogrige01,1918,1,NYA,AL,16,13,45,19,13,1,7,718,232,58,6,43,62,0.26,2.18,,1,8,1,951,23,78,,, +molynvi01,1918,1,BOS,AL,1,0,6,0,0,0,0,32,3,4,0,8,1,0.08,3.38,,2,0,0,43,4,4,,, +monroed01,1918,1,NYA,AL,0,0,1,0,0,0,0,6,1,1,0,2,1,0.14,4.5,,1,0,0,9,1,2,,, +morribu01,1918,1,SLA,AL,0,2,4,2,0,0,0,31,12,4,1,7,0,0.3,3.48,,0,0,0,48,1,7,,, +mortogu01,1918,1,CLE,AL,14,8,30,28,13,1,0,644,189,63,1,77,123,0.24,2.64,,4,3,0,892,1,87,,, +myersel01,1918,1,PHA,AL,4,8,18,15,5,1,1,286,101,49,4,42,17,0.28,4.63,,6,4,0,416,3,66,,, +napiebu01,1918,1,CHN,NL,0,0,1,0,0,0,0,20,10,4,0,4,2,0.35,5.4,,0,0,0,32,1,4,,, +nehfar01,1918,1,BSN,NL,15,15,32,31,28,2,0,853,274,85,2,76,96,0.25,2.69,,4,6,1,1167,1,107,,, +northja01,1918,1,BSN,NL,5,1,7,4,4,1,0,120,26,6,0,3,4,0.18,1.35,,0,0,0,150,3,9,,, +oeschjo01,1918,1,PHI,NL,6,18,30,23,13,2,3,552,159,62,3,83,60,0.23,3.03,,4,7,0,778,7,87,,, +ogdenja01,1918,1,NY1,NL,0,0,5,0,0,0,0,26,8,3,0,3,1,0.29,3.12,,0,2,0,35,2,4,,, +package01,1918,1,SLN,NL,12,12,30,23,10,1,2,547,184,71,6,33,46,0.26,3.5,,0,5,0,744,7,84,,, +paulege01,1918,1,SLN,NL,0,0,1,0,0,0,0,1,1,0,0,0,0,0.5,0,,0,0,0,2,1,0,,, +perripo01,1918,1,NY1,NL,18,13,35,31,19,6,0,699,212,71,5,38,60,0.24,2.74,,3,1,0,928,4,82,,, +perrysc01,1918,1,PHA,AL,20,19,44,36,30,3,2,997,295,73,1,111,81,0.24,1.98,,4,2,0,1342,6,97,,, +pertibi01,1918,1,BOS,AL,0,0,1,0,0,0,0,9,3,1,0,0,1,0.27,3,,0,0,0,11,0,1,,, +pfeffje01,1918,1,BRO,NL,1,0,1,1,1,1,0,27,2,0,0,3,1,0.07,0,,0,0,0,31,0,0,,, +pierswi01,1918,1,PHA,AL,0,1,8,1,0,0,0,65,20,8,0,20,6,0.28,3.32,,0,2,0,93,5,10,,, +plittno01,1918,1,BRO,NL,0,0,1,0,0,0,0,6,3,1,0,1,0,0.42,4.5,,0,0,0,8,1,1,,, +prendmi01,1918,1,PHI,NL,13,14,33,30,20,0,1,757,257,81,6,46,41,0.27,2.89,,5,1,0,1030,3,102,,, +quinnja01,1918,1,CHA,AL,5,1,6,5,5,0,0,153,38,13,0,7,22,0.21,2.29,,1,0,1,190,1,13,,, +raganpa01,1918,1,BSN,NL,8,17,30,25,15,2,0,619,212,74,4,54,68,0.27,3.23,,1,4,0,867,3,95,,, +reesst01,1918,1,WS1,AL,1,0,2,0,0,0,0,6,3,0,0,4,1,0.5,0,,0,0,0,10,0,0,,, +reganmi01,1918,1,CIN,NL,5,5,22,6,4,3,2,240,77,29,0,29,15,0.26,3.26,,2,0,0,336,9,38,,, +ringji01,1918,1,CIN,NL,9,5,21,18,13,4,0,427,130,45,5,48,26,0.24,2.85,,1,3,0,589,3,57,,, +roberdi01,1918,1,BRO,NL,3,6,13,9,7,1,0,261,87,25,0,28,18,0.27,2.59,,0,0,0,354,4,34,,, +robinha01,1918,1,NYA,AL,2,4,11,3,1,0,0,144,47,16,0,16,14,0.26,3,,1,3,0,201,5,21,,, +rogerto01,1918,1,SLA,AL,8,10,29,16,11,0,2,462,148,56,3,49,29,0.26,3.27,,1,3,0,627,8,66,,, +rossge01,1918,1,NY1,NL,0,0,1,0,0,0,0,7,2,0,0,3,2,0.22,0,,0,0,0,12,0,0,,, +rudoldi01,1918,1,BSN,NL,9,10,21,20,15,3,0,462,144,44,2,30,48,0.25,2.57,,1,0,0,615,1,63,,, +ruethdu01,1918,1,CIN,NL,0,1,2,2,1,0,0,30,10,3,0,3,10,0.24,2.7,,0,1,0,47,0,9,,, +russeal01,1918,1,NYA,AL,7,11,27,18,7,2,4,423,139,51,6,73,54,0.26,3.26,,1,5,0,616,8,68,,, +russejo01,1918,1,BRO,NL,0,0,1,0,0,0,0,3,2,2,0,1,0,0.5,18,,0,0,0,6,0,2,,, +russere01,1918,1,CHA,AL,7,5,19,15,10,2,0,374,117,36,0,33,38,0.25,2.6,,2,0,0,506,3,45,,, +ruthba01,1918,1,BOS,AL,13,7,20,19,18,1,0,499,125,41,1,49,40,0.21,2.22,,3,2,1,660,0,51,,, +sallesl01,1918,1,NY1,NL,8,8,18,16,12,1,2,396,122,33,3,12,33,0.24,2.25,,1,0,1,531,2,44,,, +sandero01,1918,1,PIT,NL,7,9,28,14,6,1,1,468,135,45,1,52,55,0.23,2.6,,4,2,1,644,14,59,,, +sandero02,1918,1,NYA,AL,0,2,6,2,0,0,0,77,28,12,0,16,8,0.3,4.21,,0,2,0,113,2,15,,, +schnepe01,1918,1,CIN,NL,10,15,33,30,17,2,0,651,213,85,2,117,51,0.27,3.53,,5,11,0,944,0,106,,, +schupfe01,1918,1,NY1,NL,0,1,10,2,1,0,0,100,42,28,1,27,22,0.32,7.56,,3,3,0,165,6,34,,, +shawji01,1918,1,WS1,AL,16,12,41,30,14,4,1,724,201,65,2,90,129,0.22,2.42,,10,1,3,986,7,88,,, +shawkbo01,1918,1,NYA,AL,1,1,3,2,1,1,0,48,7,2,0,10,3,0.14,1.13,,0,0,0,60,1,2,,, +sheare01,1918,1,PHA,AL,0,0,3,0,0,0,0,27,14,4,0,2,2,0.37,4,,0,0,0,39,2,8,,, +shellfr01,1918,1,CHA,AL,9,12,28,21,10,2,2,548,180,54,1,74,47,0.26,2.66,,0,4,0,779,5,77,,, +sherdbi01,1918,1,SLN,NL,6,12,35,16,9,1,0,547,174,55,3,49,40,0.25,2.71,,0,3,1,744,14,78,,, +shockur01,1918,1,SLA,AL,6,5,14,9,7,0,2,284,69,19,0,40,33,0.2,1.81,,2,1,0,377,5,26,,, +sislege01,1918,1,SLA,AL,0,0,2,1,0,0,1,24,10,4,0,4,4,0.28,4.5,,1,1,0,41,1,6,,, +slapncy01,1918,1,PIT,NL,1,4,7,6,4,0,1,148,50,26,2,22,3,0.26,4.74,,1,5,0,220,1,33,,, +smithge02,1918,1,CIN,NL,2,3,10,6,4,1,0,166,71,25,3,11,19,0.32,4.07,,2,0,0,239,3,36,,, +smithge02,1918,2,NY1,NL,2,3,5,2,1,0,0,80,26,12,0,6,4,0.25,4.05,,2,1,0,111,2,12,,, +smithge02,1918,3,BRO,NL,4,1,8,5,4,0,0,150,43,13,0,5,18,0.24,2.34,,2,2,0,185,3,14,,, +sothoal01,1918,1,SLA,AL,12,12,29,24,14,2,0,627,152,45,3,67,71,0.2,1.94,,0,3,0,832,4,64,,, +steelbo01,1918,1,PIT,NL,2,3,10,4,2,1,1,147,44,18,2,17,21,0.24,3.31,,0,2,0,209,3,25,,, +steelbo01,1918,2,NY1,NL,3,5,12,7,5,1,1,198,56,19,1,11,24,0.22,2.59,,3,3,0,270,3,29,,, +tesreje01,1918,1,NY1,NL,4,4,12,9,3,1,0,221,61,19,1,21,31,0.22,2.32,,2,0,0,298,1,27,,, +thormha01,1918,1,NYA,AL,7,3,16,12,5,2,0,338,85,31,1,52,22,0.21,2.48,,4,6,0,455,2,39,,, +tincube01,1918,1,PHI,NL,0,1,8,1,0,0,0,50,24,14,0,6,6,0.32,7.56,,1,0,0,82,6,20,,, +toneyfr01,1918,1,CIN,NL,6,10,21,19,9,1,2,410,148,44,2,31,32,0.28,2.9,,1,0,1,571,2,61,,, +toneyfr01,1918,2,NY1,NL,6,2,11,9,7,1,1,256,55,16,1,7,19,0.19,1.69,,0,2,0,307,2,19,,, +tueroos01,1918,1,SLN,NL,1,2,11,3,2,0,0,133,32,5,0,10,13,0.2,1.02,,1,3,0,174,8,12,,, +tylerle01,1918,1,CHN,NL,19,8,33,30,22,6,1,808,218,60,1,67,102,0.22,2,,1,5,0,1066,3,72,,, +uphambi01,1918,1,BSN,NL,1,1,3,2,2,0,0,62,28,12,2,1,8,0.32,5.23,,0,0,0,90,1,14,,, +vanceda01,1918,1,NYA,AL,0,0,2,0,0,0,0,7,9,4,0,2,0,0.69,15.43,,0,0,0,15,1,5,,, +vaughhi01,1918,1,CHN,NL,22,10,35,33,27,8,0,871,216,56,4,76,148,0.2,1.74,,4,7,2,1146,2,75,,, +veachbo01,1918,1,DET,AL,0,0,1,0,0,0,1,6,2,1,0,2,0,0.28,4.5,,0,0,0,9,1,1,,, +walkero01,1918,1,CHN,NL,1,3,13,7,2,0,1,130,50,13,1,15,20,0.29,2.7,,0,1,0,190,4,27,,, +watsomi01,1918,1,PHI,NL,5,7,23,11,6,0,0,338,126,43,1,36,29,0.29,3.43,,4,2,1,490,8,51,,, +watsomu01,1918,1,PHA,AL,7,10,21,19,11,3,0,425,139,53,0,44,30,0.28,3.37,,2,1,0,568,2,74,,, +weaveha01,1918,1,CHN,NL,2,2,8,3,1,1,1,98,27,8,1,7,9,0.22,2.2,,0,0,0,130,4,13,,, +wilkiro01,1918,1,CLE,AL,0,0,1,0,0,0,0,3,0,0,0,0,0,0,0,,0,0,0,3,1,0,,, +willile01,1918,1,CHA,AL,6,4,15,14,7,2,1,317,76,32,0,47,30,0.2,2.73,,2,5,0,423,1,32,,, +wolfgme01,1918,1,CHA,AL,0,1,4,0,0,0,0,25,12,5,0,3,1,0.33,5.4,,0,0,0,39,3,6,,, +woodwfr01,1918,1,PHI,NL,0,0,2,0,0,0,0,18,6,4,0,4,4,0.25,6,,0,0,0,28,2,4,,, +wrighra02,1918,1,SLA,AL,8,2,18,13,6,1,0,334,99,31,1,18,25,0.24,2.51,,0,5,0,444,3,39,,, +wyckowe01,1918,1,BOS,AL,0,0,1,0,0,0,0,6,4,0,0,1,2,0.4,0,,0,0,0,11,1,1,,, +yinglea01,1918,1,WS1,AL,1,2,5,2,2,0,0,114,30,9,0,12,15,0.23,2.13,,1,1,0,146,1,15,,, +zachato01,1918,1,PHA,AL,2,0,2,2,0,0,0,24,9,5,0,7,1,0.32,5.63,,0,0,1,36,0,5,,, +adamsba01,1919,1,PIT,NL,17,10,34,29,23,6,1,790,213,58,1,23,92,0.22,1.98,,2,3,0,1017,5,66,,, +adamswi01,1919,1,PHA,AL,0,0,1,0,0,0,0,14,7,2,1,2,0,0.38,3.86,,0,1,0,21,1,2,,, +alexape01,1919,1,CHN,NL,16,11,30,27,20,9,1,705,180,45,3,38,121,0.21,1.72,,1,0,0,906,3,51,,, +altroni01,1919,1,WS1,AL,0,0,1,0,0,0,0,0,4,0,0,0,0,1,,,0,0,0,4,0,4,,, +amesre01,1919,1,SLN,NL,3,5,23,7,1,0,1,210,88,38,1,25,19,0.31,4.89,,3,1,0,314,10,44,,, +amesre01,1919,2,PHI,NL,0,2,3,2,1,0,1,48,26,11,0,3,4,0.4,6.19,,1,0,0,71,1,12,,, +anderwa01,1919,1,PHA,AL,1,0,3,0,0,0,0,42,13,6,0,8,10,0.24,3.86,,0,1,0,90,3,10,,, +ayersdo01,1919,1,WS1,AL,0,6,11,5,0,0,1,131,52,14,0,17,12,0.31,2.89,,0,4,0,185,4,31,,, +ayersdo01,1919,2,DET,AL,5,3,24,5,3,1,0,281,88,28,2,31,32,0.25,2.69,,1,3,1,378,10,34,,, +bagbyji01,1919,1,CLE,AL,17,11,35,32,21,0,3,724,258,75,3,44,61,0.27,2.8,,2,4,0,987,3,96,,, +bailesw01,1919,1,CHN,NL,3,5,21,5,0,0,0,214,75,25,2,20,19,0.28,3.15,,0,3,0,292,10,30,,, +barneje01,1919,1,NY1,NL,25,9,38,34,23,4,1,887,263,79,8,35,92,0.23,2.4,,2,2,0,1178,4,98,,, +barnevi01,1919,1,NY1,NL,0,0,1,0,0,0,0,6,6,4,0,1,1,0.54,18,,0,0,0,12,1,4,,, +baynebi01,1919,1,SLA,AL,1,1,2,2,1,0,0,36,16,7,0,6,0,0.32,5.25,,0,0,0,56,0,8,,, +bentoru01,1919,1,NY1,NL,17,11,35,28,11,1,2,627,181,61,5,52,53,0.23,2.63,,4,4,0,848,6,71,,, +benzjo01,1919,1,CHA,AL,0,0,1,0,0,0,0,6,2,0,0,0,0,0.25,0,,0,0,0,8,1,1,,, +bolanbe01,1919,1,DET,AL,14,16,35,30,18,1,1,728,222,82,7,80,71,0.25,3.04,,4,3,0,960,5,93,,, +boldebi01,1919,1,SLN,NL,0,1,3,1,0,0,0,36,17,7,0,4,4,0.34,5.25,,0,1,0,56,0,7,,, +booneda01,1919,1,PHA,AL,0,1,3,2,0,0,0,44,24,11,0,10,1,0.37,6.75,,1,0,0,74,1,14,,, +bressru01,1919,1,CIN,NL,2,4,13,4,1,0,0,125,37,16,1,8,13,0.24,3.46,,1,0,0,163,7,19,,, +bushjo01,1919,1,BOS,AL,0,0,3,2,0,0,0,27,11,5,0,4,3,0.32,5,,1,0,0,38,0,5,,, +cadorle01,1919,1,BRO,NL,14,12,35,27,16,3,0,752,228,66,5,39,94,0.24,2.37,,3,6,0,996,7,80,,, +caldwra02,1919,1,BOS,AL,7,4,18,12,6,1,0,259,92,38,1,31,23,0.27,3.96,,2,3,0,363,5,66,,, +caldwra02,1919,2,CLE,AL,5,1,6,6,4,1,0,158,33,10,1,19,24,0.18,1.71,,1,2,0,203,0,18,,, +cantwmi01,1919,1,PHI,NL,1,3,5,3,2,0,0,82,36,17,1,9,6,0.34,5.6,,0,2,0,119,2,19,,, +carlsha01,1919,1,PIT,NL,8,10,22,14,7,1,0,423,114,35,0,39,49,0.24,2.23,,1,2,0,531,7,41,,, +cartepa01,1919,1,CHN,NL,5,4,28,7,2,0,1,255,81,25,1,28,17,0.25,2.65,,0,2,0,359,20,36,,, +causere01,1919,1,NY1,NL,9,3,19,16,6,0,0,315,99,43,5,38,25,0.25,3.69,,0,2,0,444,2,52,,, +causere01,1919,2,BSN,NL,4,5,10,10,3,0,0,207,81,35,1,20,14,0.3,4.57,,1,1,0,291,0,38,,, +chenela01,1919,1,BRO,NL,1,3,9,4,2,0,0,117,45,18,1,14,14,0.3,4.15,,2,2,0,173,2,21,,, +chenela01,1919,2,BSN,NL,0,2,8,2,0,0,0,99,35,13,0,15,13,0.29,3.55,,3,0,0,136,4,20,,, +chenela01,1919,3,PHI,NL,2,5,9,6,5,0,0,172,69,29,2,28,25,0.31,4.55,,3,1,0,261,2,34,,, +cicoted01,1919,1,CHA,AL,29,7,40,35,30,5,1,920,256,62,5,49,110,0.22,1.82,,1,2,0,1176,5,77,,, +coopewi01,1919,1,PIT,NL,19,13,35,32,27,4,1,860,229,85,10,74,106,0.22,2.67,,5,15,0,1147,3,97,,, +coumbfr01,1919,1,CLE,AL,1,1,8,2,0,0,1,71,32,14,2,9,7,0.34,5.32,,0,0,0,101,4,15,,, +courtha01,1919,1,WS1,AL,3,0,4,3,2,1,0,79,25,8,0,19,6,0.26,2.73,,0,0,0,112,1,9,,, +covelst01,1919,1,CLE,AL,24,12,43,34,24,4,4,858,286,83,2,60,118,0.26,2.61,,5,5,0,1138,9,99,,, +craftmo01,1919,1,WS1,AL,0,3,16,2,0,0,1,146,59,21,2,18,17,0.3,3.88,,1,2,0,211,9,28,,, +cunnige01,1919,1,DET,AL,1,1,17,0,0,0,1,143,54,26,0,15,11,0.29,4.91,,2,5,0,205,15,36,,, +danfoda01,1919,1,CHA,AL,1,2,15,1,0,0,1,125,58,36,1,20,17,0.33,7.78,,0,1,0,195,9,44,,, +daussho01,1919,1,DET,AL,21,9,34,32,22,2,0,769,262,101,9,63,73,0.26,3.55,,1,5,0,1049,1,125,,, +davenda01,1919,1,SLA,AL,2,11,24,16,5,0,0,370,135,54,4,41,37,0.28,3.94,,1,2,0,525,3,74,,, +demaral01,1919,1,BSN,NL,6,6,25,13,6,0,3,384,147,54,8,35,34,0.3,3.8,,2,1,1,544,11,66,,, +doakbi01,1919,1,SLN,NL,13,14,31,29,13,3,0,608,182,70,5,55,69,0.24,3.11,,5,2,0,822,2,87,,, +douglph01,1919,1,CHN,NL,10,6,25,19,8,4,0,485,133,36,0,34,63,0.23,2,,3,2,1,641,5,52,,, +douglph01,1919,2,NY1,NL,2,4,8,6,4,0,0,154,53,12,0,6,21,0.26,2.1,,0,1,0,216,2,22,,, +dubucje01,1919,1,NY1,NL,6,4,36,5,1,0,3,396,119,39,4,37,32,0.24,2.66,,1,2,0,542,22,49,,, +dumonge01,1919,1,BOS,AL,0,4,13,2,0,0,0,106,45,17,1,19,12,0.32,4.33,,5,1,0,158,5,21,,, +eckerch01,1919,1,PHA,AL,0,1,2,1,1,0,0,48,17,7,1,3,6,0.27,3.94,,0,0,0,66,1,9,,, +ehmkeho01,1919,1,DET,AL,17,10,33,31,20,2,0,746,255,88,5,107,79,0.27,3.18,,3,6,0,1043,2,114,,, +ellerho01,1919,1,CIN,NL,19,9,38,30,16,7,2,745,216,66,7,50,137,0.23,2.39,,0,4,1,987,8,80,,, +engeljo01,1919,1,CLE,AL,0,0,1,0,0,0,0,0,0,0,0,3,0,0,,,0,0,0,3,0,3,,, +enzmajo01,1919,1,CLE,AL,3,2,14,4,2,0,0,166,67,14,0,8,13,0.31,2.28,,2,2,0,225,4,29,,, +ericker01,1919,1,DET,AL,0,2,3,2,0,0,0,44,17,11,0,10,4,0.29,6.75,,3,1,0,69,1,17,,, +ericker01,1919,2,WS1,AL,6,11,20,15,7,1,0,396,130,58,7,63,86,0.25,3.95,,5,7,1,581,5,69,,, +evansbi01,1919,1,PIT,NL,0,4,7,3,2,0,0,110,41,23,1,18,15,0.29,5.65,,0,0,0,166,3,25,,, +faberre01,1919,1,CHA,AL,11,9,25,20,9,0,0,487,185,69,7,45,45,0.28,3.83,,2,8,0,718,3,92,,, +faethto01,1919,1,CLE,AL,0,0,6,0,0,0,0,55,13,1,0,10,7,0.22,0.49,,0,0,0,68,4,4,,, +faircra01,1919,1,PHI,NL,0,0,2,0,0,0,0,6,5,2,0,0,0,0.62,9,,1,0,0,10,2,2,,, +fillida01,1919,1,BSN,NL,6,13,32,19,9,0,2,559,185,70,2,39,50,0.27,3.38,,1,2,0,774,12,80,,, +fishecl01,1919,1,WS1,AL,0,0,2,0,0,0,0,12,8,6,0,3,1,0.42,13.5,,0,0,0,22,1,6,,, +fishera01,1919,1,CIN,NL,14,5,26,20,12,5,1,523,141,42,5,38,41,0.22,2.17,,1,1,1,682,3,55,,, +gallibe01,1919,1,SLA,AL,12,14,34,25,14,1,1,667,220,89,10,92,83,0.26,3.6,,5,8,1,932,9,106,,, +gearybo01,1919,1,PHA,AL,0,3,9,2,1,0,0,97,32,17,1,18,9,0.26,4.73,,0,0,1,139,5,22,,, +gerneed01,1919,1,CIN,NL,1,0,5,1,0,0,0,51,22,6,0,3,2,0.33,3.18,,0,2,0,74,4,10,,, +gilled01,1919,1,WS1,AL,1,1,16,2,0,0,0,112,38,20,0,21,7,0.26,4.82,,2,2,1,169,11,25,,, +goodwma01,1919,1,SLN,NL,11,9,33,17,7,0,0,537,163,50,3,33,48,0.24,2.51,,3,8,1,726,8,66,,, +grevebi01,1919,1,PHA,AL,0,0,5,2,0,0,0,36,15,19,0,18,3,0.3,14.25,,1,1,0,68,2,20,,, +grimebu01,1919,1,BRO,NL,10,11,25,21,13,1,0,544,179,70,2,60,82,0.25,3.47,,7,3,3,791,4,97,,, +haidha01,1919,1,SLA,AL,0,0,1,0,0,0,0,6,5,4,0,3,1,0.55,18,,0,0,0,12,0,5,,, +hamilea01,1919,1,PIT,NL,8,11,28,19,9,1,1,481,167,59,3,49,39,0.28,3.31,,4,5,0,674,9,73,,, +harpeha01,1919,1,WS1,AL,6,21,35,31,8,0,0,624,220,86,3,97,87,0.28,3.72,,9,8,2,879,4,119,,, +hastybo01,1919,1,PHA,AL,0,2,2,2,1,0,0,36,15,7,1,4,5,0.3,5.25,,1,0,0,53,0,10,,, +hendrcl01,1919,1,CHN,NL,10,14,33,25,15,2,0,619,208,60,3,42,69,0.26,2.62,,4,9,0,859,4,79,,, +heniola01,1919,1,BRO,NL,0,0,1,0,0,0,0,9,2,2,0,2,2,0.2,6,,0,0,0,12,1,2,,, +hillca01,1919,1,PIT,NL,0,0,4,0,0,0,0,15,12,5,0,1,1,0.48,9,,1,0,0,27,3,6,,, +hoggbr01,1919,1,PHI,NL,5,12,22,19,13,0,0,451,163,74,7,55,48,0.29,4.43,,4,5,1,645,2,85,,, +horstos01,1919,1,SLN,NL,0,1,6,2,0,0,0,45,14,5,0,12,5,0.26,3,,1,0,0,67,1,6,,, +hovlied01,1919,1,WS1,AL,0,0,3,0,0,0,0,17,12,8,0,9,3,0.48,12.71,,1,0,0,34,0,10,,, +hoytwa01,1919,1,BOS,AL,4,6,13,11,6,1,0,316,99,38,1,22,28,0.26,3.25,,1,0,0,423,2,42,,, +hubbebi01,1919,1,NY1,NL,1,1,2,2,2,0,0,55,19,4,0,2,3,0.26,1.96,,0,2,0,78,0,4,,, +jacobel01,1919,1,PHI,NL,6,10,17,15,13,0,0,386,150,55,5,44,37,0.3,3.85,,2,6,2,557,2,66,,, +jacobel01,1919,2,SLN,NL,3,6,17,8,4,1,1,256,81,24,2,25,31,0.26,2.53,,2,5,1,346,7,30,,, +jamesbi01,1919,1,DET,AL,1,0,2,1,0,0,0,28,12,6,0,7,3,0.32,5.79,,1,0,0,42,0,6,,, +jamesbi01,1919,2,BOS,AL,3,5,13,7,4,0,0,218,74,33,2,39,12,0.28,4.09,,2,3,0,306,4,42,,, +jamesbi01,1919,3,CHA,AL,3,2,5,5,3,2,0,118,39,11,0,14,11,0.28,2.52,,0,2,0,155,0,12,,, +jamesbi02,1919,1,BSN,NL,0,0,1,0,0,0,0,16,6,2,0,2,1,0.27,3.38,,0,0,0,24,1,2,,, +jamiech01,1919,1,CLE,AL,0,0,4,1,0,0,0,39,12,8,0,8,0,0.25,5.54,,0,0,0,56,2,9,,, +jaspehi01,1919,1,CLE,AL,4,5,12,10,5,0,0,248,83,33,1,28,25,0.26,3.59,,0,0,0,303,1,40,,, +johnsji02,1919,1,PHA,AL,9,15,34,25,12,0,0,606,222,81,8,62,67,0.29,3.61,,4,3,1,829,7,106,,, +johnswa01,1919,1,WS1,AL,20,14,39,29,27,7,2,871,235,48,0,51,147,0.21,1.49,,4,7,1,1155,10,73,,, +jonesjo01,1919,1,NY1,NL,0,0,2,0,0,0,1,20,9,4,0,3,3,0.31,5.4,,1,1,0,35,1,4,,, +jonessa01,1919,1,BOS,AL,12,20,35,31,21,5,1,735,258,102,4,95,67,0.27,3.75,,5,7,0,1029,4,120,,, +jordari01,1919,1,WS1,AL,0,0,1,1,0,0,0,12,6,5,1,2,2,0.35,11.25,,0,0,0,19,0,5,,, +kalliru01,1919,1,DET,AL,0,0,12,1,0,0,1,67,28,14,0,8,3,0.32,5.64,,3,1,0,95,9,15,,, +keatira01,1919,1,BSN,NL,7,11,22,13,9,1,0,408,129,45,2,45,48,0.26,2.98,,6,2,0,559,7,61,,, +keefeda01,1919,1,PHA,AL,0,1,1,1,1,0,0,27,8,4,0,3,5,0.24,4,,0,0,0,36,0,4,,, +kerrdi01,1919,1,CHA,AL,13,7,39,17,10,1,0,637,208,68,2,64,79,0.25,2.88,,2,2,1,868,20,78,,, +kinnewa01,1919,1,PHA,AL,9,15,43,21,13,0,2,608,199,82,7,91,97,0.26,3.64,,4,8,2,858,21,110,,, +kirchmi01,1919,1,PHA,AL,0,0,2,0,0,0,0,24,15,7,0,3,2,0.42,7.88,,1,0,0,38,1,8,,, +klepfed01,1919,1,CLE,AL,0,0,5,0,0,0,0,22,12,6,1,6,7,0.37,7.36,,0,0,0,38,2,14,,, +koeniwi01,1919,1,SLN,NL,0,0,1,0,0,0,0,0,2,2,0,1,0,1,,,0,0,0,3,0,2,,, +koober01,1919,1,SLA,AL,2,3,25,4,0,0,0,198,77,34,3,23,11,0.29,4.64,,2,2,0,285,7,37,,, +leifile01,1919,1,SLA,AL,6,4,19,9,6,2,0,276,96,30,4,25,18,0.27,2.93,,0,4,0,385,6,40,,, +leonadu01,1919,1,DET,AL,14,13,29,28,18,4,0,652,212,67,7,65,102,0.25,2.77,,4,7,0,908,1,89,,, +lovesl01,1919,1,DET,AL,6,4,22,8,4,0,1,269,92,30,3,40,46,0.27,3.01,,1,6,0,380,10,40,,, +lowdegr01,1919,1,SLA,AL,0,0,7,0,0,0,0,36,6,1,0,4,6,0.17,0.75,,1,5,0,43,4,2,,, +lowdegr01,1919,2,CHA,AL,5,5,20,11,5,0,0,290,95,30,0,43,43,0.26,2.79,,2,4,0,402,2,44,,, +luquedo01,1919,1,CIN,NL,10,3,30,9,6,2,3,318,89,31,2,36,40,0.23,2.63,,0,2,0,429,15,35,,, +mamaual01,1919,1,BRO,NL,10,12,30,22,16,2,0,598,174,59,2,66,80,0.24,2.66,,4,4,0,808,7,89,,, +mapelro01,1919,1,SLA,AL,0,3,4,3,2,0,0,60,17,10,0,17,2,0.26,4.5,,0,3,0,85,1,12,,, +marquru01,1919,1,BRO,NL,3,3,8,7,3,0,0,177,54,15,1,10,29,0.24,2.29,,3,0,0,238,0,17,,, +martipa01,1919,1,PHA,AL,0,2,2,2,1,0,0,33,11,5,0,8,6,0.25,4.09,,0,0,0,51,0,8,,, +martisp01,1919,1,CHN,NL,8,8,35,14,7,2,2,491,158,45,2,52,54,0.25,2.47,,6,4,0,679,16,58,,, +mayerer01,1919,1,PIT,NL,5,3,18,10,6,0,1,265,100,44,2,12,20,0.26,4.48,,1,2,0,395,8,50,,, +mayerer01,1919,2,CHA,AL,1,3,6,2,0,0,0,71,30,22,1,11,9,0.31,8.37,,2,0,0,106,1,23,,, +mayja01,1919,1,SLN,NL,3,12,28,19,8,1,0,377,99,45,1,87,58,0.23,3.22,,4,14,1,553,6,64,,, +maysca01,1919,1,BOS,AL,5,11,21,16,14,2,2,438,131,40,3,40,53,0.24,2.47,,4,5,0,576,5,53,,, +maysca01,1919,2,NYA,AL,9,3,13,13,12,1,0,360,96,22,2,37,54,0.21,1.65,,0,5,0,487,0,38,,, +mcgrabo01,1919,1,NYA,AL,1,0,6,0,0,0,0,49,11,6,1,10,3,0.21,3.31,,2,1,0,62,4,6,,, +mcgrabo01,1919,2,BOS,AL,0,2,10,1,0,0,0,80,33,20,0,17,6,0.34,6.75,,2,3,1,115,5,23,,, +mcguito01,1919,1,CHA,AL,0,0,1,0,0,0,0,9,5,3,0,3,0,0.5,9,,0,0,0,13,1,4,,, +mcquihu01,1919,1,BSN,NL,2,3,16,7,2,0,1,180,66,23,3,14,13,0.28,3.45,,0,1,1,255,8,34,,, +meadole01,1919,1,SLN,NL,4,10,22,12,3,1,0,276,100,31,3,30,28,0.29,3.03,,5,2,1,389,7,44,,, +meadole01,1919,2,PHI,NL,8,10,18,17,15,3,0,475,128,41,2,49,88,0.22,2.33,,2,7,0,632,1,55,,, +millefr02,1919,1,PIT,NL,13,12,32,26,16,3,0,605,170,68,6,34,59,0.23,3.03,,2,5,0,795,6,79,,, +mitchcl01,1919,1,BRO,NL,7,5,23,11,9,0,0,326,123,37,0,23,43,0.29,3.06,,2,0,0,451,11,49,,, +mitchro01,1919,1,CIN,NL,0,1,7,1,0,0,0,93,32,8,0,9,10,0.27,2.32,,0,0,0,130,3,16,,, +mitchwi01,1919,1,DET,AL,1,2,3,2,0,0,0,41,12,8,2,10,4,0.25,5.27,,1,1,0,58,0,8,,, +mogrige01,1919,1,NYA,AL,10,7,35,18,13,3,0,507,159,52,6,46,58,0.25,2.77,,4,7,0,720,9,70,,, +mortogu01,1919,1,CLE,AL,9,9,26,20,9,3,0,442,128,46,3,47,64,0.23,2.81,,3,0,0,597,4,65,,, +murrapa01,1919,1,PHI,NL,0,2,8,2,1,0,0,103,50,24,0,12,11,0.34,6.29,,0,4,1,164,6,28,,, +mussepa01,1919,1,BOS,AL,0,2,5,4,1,0,0,59,26,9,0,8,14,0.34,4.12,,0,0,0,84,0,16,,, +myersel01,1919,1,CLE,AL,8,7,23,15,6,1,1,404,134,56,3,43,38,0.26,3.74,,1,10,1,560,4,68,,, +nayloro01,1919,1,PHA,AL,5,18,31,23,17,0,0,614,210,76,2,64,68,0.28,3.34,,2,4,0,819,5,109,,, +nehfar01,1919,1,BSN,NL,8,9,22,19,13,1,0,506,151,58,6,40,53,0.24,3.09,,2,6,0,690,1,66,,, +nehfar01,1919,2,NY1,NL,9,2,13,12,9,2,0,306,70,17,2,19,24,0.19,1.5,,0,2,0,385,1,23,,, +nelsolu01,1919,1,NYA,AL,3,0,9,1,0,0,0,73,22,8,1,11,11,0.24,2.96,,0,1,0,102,4,9,,, +newkijo01,1919,1,CHN,NL,0,0,1,0,0,0,0,6,2,3,0,3,1,0.28,13.5,,1,1,0,11,1,3,,, +northja01,1919,1,BSN,NL,1,5,11,3,2,0,0,112,43,19,2,10,9,0.3,4.58,,1,1,0,156,5,22,,, +noyeswi01,1919,1,PHA,AL,1,5,10,6,3,0,0,147,66,31,1,15,20,0.33,5.69,,0,1,0,215,3,34,,, +noyeswi01,1919,2,CHA,AL,0,0,1,1,0,0,0,18,10,5,0,0,4,0.38,7.5,,0,0,0,26,0,5,,, +odoulle01,1919,1,NYA,AL,0,0,3,0,0,0,0,15,7,2,0,4,2,0.3,3.6,,0,0,0,27,2,6,,, +oeschjo01,1919,1,PHI,NL,0,1,5,4,2,0,0,114,52,25,1,16,5,0.34,5.92,,1,2,0,177,1,29,,, +oeschjo01,1919,2,NY1,NL,0,1,5,1,0,0,0,24,12,4,0,2,3,0.4,4.5,,0,0,0,33,2,4,,, +oeschjo01,1919,3,BSN,NL,4,2,7,7,4,1,0,170,63,16,0,21,16,0.3,2.54,,1,1,0,238,0,19,,, +package01,1919,1,PHI,NL,6,8,21,16,10,1,1,403,167,62,3,30,24,0.32,4.15,,0,4,0,569,5,70,,, +parkero01,1919,1,SLN,NL,0,0,2,0,0,0,0,6,6,7,0,1,0,0.33,31.5,,0,1,0,20,1,7,,, +pennohe01,1919,1,BOS,AL,16,8,32,26,16,5,0,657,223,66,2,48,70,0.27,2.71,,7,3,0,866,5,78,,, +perripo01,1919,1,NY1,NL,1,1,11,3,0,0,1,57,27,15,0,12,2,0.38,7.11,,0,2,0,92,5,18,,, +perrysc01,1919,1,PHA,AL,4,17,25,21,12,0,1,551,193,73,4,72,38,0.28,3.58,,4,2,1,758,3,92,,, +pfeffje01,1919,1,BRO,NL,17,13,30,30,26,4,0,801,270,79,7,49,92,0.26,2.66,,1,12,0,1099,0,95,,, +phillto01,1919,1,CLE,AL,3,2,22,3,2,0,0,165,55,18,2,34,18,0.27,2.95,,2,3,0,239,12,27,,, +pierswi01,1919,1,PHA,AL,0,0,2,1,0,0,0,23,9,3,0,8,4,0.33,3.52,,0,0,0,35,1,3,,, +pondeel01,1919,1,PIT,NL,0,5,9,5,0,0,0,142,55,21,0,6,6,0.29,3.99,,2,3,0,204,2,26,,, +prendmi01,1919,1,PHI,NL,0,1,5,0,0,0,0,45,20,14,0,10,5,0.35,8.4,,1,1,0,75,2,15,,, +quinnja01,1919,1,NYA,AL,15,14,38,31,18,4,0,798,242,77,8,65,97,0.24,2.61,,5,6,0,1062,6,96,,, +raganpa01,1919,1,BSN,NL,0,2,4,3,0,0,0,38,16,10,0,3,3,0.28,7.11,,0,0,0,61,1,13,,, +raganpa01,1919,2,NY1,NL,1,0,7,1,1,0,0,68,19,4,0,14,7,0.24,1.59,,0,0,0,98,2,7,,, +raganpa01,1919,3,CHA,AL,0,0,1,0,0,0,0,3,1,0,0,0,0,0.25,0,,0,0,0,4,1,0,,, +reganmi01,1919,1,CIN,NL,0,0,1,0,0,0,0,7,1,0,0,0,1,0.14,0,,0,0,0,8,0,1,,, +reinhar01,1919,1,SLN,NL,0,0,1,0,0,0,0,0,0,0,0,0,0,0,,,0,1,0,1,0,0,,, +ringji01,1919,1,CIN,NL,10,9,32,18,12,2,3,549,150,46,1,51,61,0.23,2.26,,5,3,0,714,7,53,,, +rixeyep01,1919,1,PHI,NL,6,12,23,18,11,1,0,462,160,68,4,50,63,0.27,3.97,,5,3,0,652,4,88,,, +roberch01,1919,1,CHA,AL,0,1,1,1,0,0,0,6,5,2,0,0,1,0.55,9,,0,0,0,9,0,2,,, +roberdi01,1919,1,WS1,AL,0,1,7,4,0,0,0,83,25,7,1,9,7,0.25,2.28,,0,0,0,108,2,11,,, +roberra01,1919,1,PHA,AL,0,2,3,2,0,0,0,42,21,12,0,3,2,0.36,7.71,,0,0,0,60,0,14,,, +rogerto01,1919,1,SLA,AL,0,1,2,0,0,0,0,3,7,3,0,0,1,0.7,27,,2,0,1,10,0,3,,, +rogerto01,1919,2,PHA,AL,4,12,23,18,7,1,0,420,152,67,9,60,37,0.29,4.31,,1,3,0,583,5,85,,, +rudoldi01,1919,1,BSN,NL,13,18,37,32,24,2,2,821,282,66,2,54,76,0.27,2.17,,11,3,1,1125,5,95,,, +ruethdu01,1919,1,CIN,NL,19,6,33,29,20,3,0,728,195,49,1,83,78,0.22,1.82,,5,7,0,983,3,69,,, +russeal01,1919,1,NYA,AL,5,5,23,9,4,1,1,272,89,35,6,32,50,0.25,3.47,,3,2,0,388,9,48,,, +russeal01,1919,2,BOS,AL,10,4,21,11,9,1,4,364,105,34,0,39,63,0.24,2.52,,2,1,0,467,10,38,,, +russere01,1919,1,CHA,AL,0,0,1,0,0,0,0,0,1,0,0,1,0,1,,,0,0,0,2,0,0,,, +ruthba01,1919,1,BOS,AL,9,5,17,15,12,0,1,400,148,44,2,58,30,0.29,2.97,,5,2,1,591,2,59,,, +ryanro01,1919,1,NY1,NL,1,2,4,3,1,0,0,61,20,7,0,9,7,0.26,3.1,,0,1,0,88,1,9,,, +sallesl01,1919,1,CIN,NL,21,7,29,28,22,4,0,683,221,52,4,20,24,0.25,2.06,,0,1,0,893,1,63,,, +schacal01,1919,1,WS1,AL,2,0,2,2,1,0,0,45,14,4,0,4,4,0.23,2.4,,0,0,0,64,0,5,,, +schnepe01,1919,1,NYA,AL,0,1,7,4,0,0,0,87,19,11,1,22,11,0.19,3.41,,2,3,0,124,1,14,,, +schupfe01,1919,1,NY1,NL,1,3,9,4,0,0,1,96,32,20,2,18,17,0.26,5.63,,2,0,0,142,3,24,,, +schupfe01,1919,2,SLN,NL,4,4,10,9,6,0,0,209,55,29,2,30,37,0.22,3.75,,3,1,0,288,1,31,,, +scottja01,1919,1,BSN,NL,6,6,19,12,7,0,1,311,109,36,3,39,44,0.27,3.13,,1,1,0,445,6,47,,, +seiboso01,1919,1,PHA,AL,2,3,14,4,1,0,0,137,58,27,2,26,19,0.32,5.32,,3,4,1,210,3,34,,, +shawji01,1919,1,WS1,AL,17,17,45,37,23,3,5,920,274,93,5,101,128,0.24,2.73,,10,5,0,1229,6,115,,, +shawkbo01,1919,1,NYA,AL,20,11,41,27,22,3,5,784,218,79,7,92,122,0.23,2.72,,1,5,0,1041,9,94,,, +shellfr01,1919,1,CHA,AL,1,3,8,4,2,0,0,105,40,20,1,16,10,0.3,5.14,,0,0,0,148,4,24,,, +sherdbi01,1919,1,SLN,NL,5,9,36,10,7,0,1,412,137,53,3,42,52,0.27,3.47,,4,2,1,567,16,66,,, +shockur01,1919,1,SLA,AL,13,11,30,25,14,5,0,633,193,63,6,55,86,0.24,2.69,,2,4,0,850,5,75,,, +shoreer01,1919,1,NYA,AL,5,8,20,13,3,0,0,285,105,44,4,44,24,0.28,4.17,,1,1,0,410,3,50,,, +smallwa01,1919,1,NYA,AL,0,0,6,0,0,0,0,65,20,12,1,9,6,0.26,4.98,,0,2,0,87,3,12,,, +smithge02,1919,1,NY1,NL,0,2,3,2,0,0,0,33,18,7,1,4,0,0.38,5.73,,0,0,0,52,1,8,,, +smithge02,1919,2,PHI,NL,5,11,31,20,11,1,0,554,194,66,7,46,42,0.27,3.22,,3,3,1,770,9,94,,, +smithsh01,1919,1,BRO,NL,7,12,30,19,13,2,1,519,181,43,3,29,40,0.27,2.24,,0,4,0,703,10,63,,, +snoveco01,1919,1,NY1,NL,0,1,2,1,0,0,0,27,7,1,0,3,4,0.21,1,,0,1,0,38,0,5,,, +snydebi01,1919,1,WS1,AL,0,1,2,1,0,0,0,24,6,1,0,3,5,0.2,1.13,,0,0,0,33,1,4,,, +sothoal01,1919,1,SLA,AL,20,13,40,30,21,3,3,810,256,66,4,87,106,0.24,2.2,,8,10,2,1136,9,101,,, +steelbo01,1919,1,NY1,NL,0,1,1,0,0,0,0,9,3,2,0,2,0,0.25,6,,0,0,0,15,1,3,,, +sullijo03,1919,1,CHA,AL,0,1,4,2,1,0,0,45,24,7,0,8,9,0.36,4.2,,0,1,0,75,2,15,,, +thompha01,1919,1,WS1,AL,0,3,12,2,0,0,1,130,48,17,0,8,10,0.29,3.53,,1,2,0,174,9,21,,, +thompha01,1919,2,PHA,AL,0,1,3,0,0,0,0,36,16,9,4,3,1,0.32,6.75,,0,0,0,52,2,9,,, +thormha01,1919,1,NYA,AL,12,10,30,25,13,2,1,566,155,55,10,61,62,0.22,2.62,,1,4,0,745,3,69,,, +toneyfr01,1919,1,NY1,NL,13,6,24,20,14,4,1,543,157,37,6,35,40,0.23,1.84,,1,2,1,718,3,47,,, +tueroos01,1919,1,SLN,NL,5,7,45,17,4,0,4,464,137,55,4,42,45,0.24,3.2,,5,10,1,630,20,71,,, +tylerle01,1919,1,CHN,NL,2,2,6,5,3,0,0,90,20,7,0,13,9,0.19,2.1,,0,0,0,119,0,8,,, +uhlege01,1919,1,CLE,AL,10,5,26,12,7,1,0,381,129,41,1,43,50,0.26,2.91,,0,7,0,554,11,52,,, +vangiel01,1919,1,SLA,AL,1,0,3,1,1,0,0,39,15,3,0,3,6,0.3,2.08,,1,0,1,52,2,4,,, +vaughhi01,1919,1,CHN,NL,21,14,38,37,25,4,1,920,264,61,3,62,141,0.23,1.79,,5,6,0,1224,1,83,,, +watsomi01,1919,1,PHI,NL,2,4,8,4,3,0,0,141,51,27,3,19,12,0.28,5.17,,2,2,0,210,2,30,,, +watsomu01,1919,1,PHA,AL,0,1,4,2,0,0,0,43,17,11,2,7,6,0.3,6.91,,1,0,1,62,2,11,,, +weaveha01,1919,1,CHN,NL,0,1,2,1,0,0,0,10,6,4,0,2,1,0.37,10.8,,0,1,0,19,1,7,,, +weilmca01,1919,1,SLA,AL,10,6,20,20,12,3,0,444,133,34,3,45,44,0.24,2.07,,2,3,0,593,0,51,,, +weinele01,1919,1,PHI,NL,0,0,1,0,0,0,0,12,11,8,0,2,0,0.47,18,,0,0,0,25,1,9,,, +whitech01,1919,1,WS1,AL,0,1,6,1,0,0,0,36,13,6,1,6,5,0.28,4.5,,0,0,0,52,3,7,,, +wilkiro01,1919,1,CHA,AL,1,1,4,1,1,1,0,66,21,5,0,10,5,0.26,2.05,,0,0,0,89,3,9,,, +willile01,1919,1,CHA,AL,23,11,41,40,27,5,1,891,265,87,7,58,125,0.24,2.64,,0,11,0,1155,1,104,,, +winnge01,1919,1,BOS,AL,0,0,3,0,0,0,0,14,6,4,0,1,0,0.35,7.71,,0,0,0,18,2,4,,, +winteje01,1919,1,NY1,NL,1,2,16,2,0,0,3,84,39,17,1,13,6,0.33,5.46,,0,3,0,134,11,18,,, +wisneja01,1919,1,PIT,NL,1,0,4,1,1,0,0,56,12,2,0,7,4,0.18,0.96,,0,1,0,74,2,3,,, +woodjo02,1919,1,CLE,AL,0,0,1,0,0,0,1,2,0,0,0,0,0,0,0,,0,0,0,3,1,0,,, +woodwfr01,1919,1,PHI,NL,6,9,17,12,6,0,0,302,109,53,5,35,27,0.29,4.74,,9,5,0,434,3,63,,, +woodwfr01,1919,2,SLN,NL,3,5,17,7,2,0,1,216,65,21,1,28,18,0.24,2.63,,2,1,0,302,4,27,,, +wrighra02,1919,1,SLA,AL,0,5,24,5,2,0,0,190,79,39,1,20,14,0.31,5.54,,3,1,0,272,16,44,,, +yorkle01,1919,1,PHA,AL,0,2,2,2,0,0,0,13,13,12,0,5,2,0.5,24.92,,0,0,0,31,0,13,,, +zachato01,1919,1,WS1,AL,1,5,17,7,0,0,0,185,68,20,0,20,9,0.29,2.92,,2,1,0,263,8,29,,, +zinnji01,1919,1,PHA,AL,1,3,5,3,2,0,0,77,38,18,1,10,9,0.36,6.31,,2,1,0,115,2,20,,, +acostjo01,1920,1,WS1,AL,5,4,17,5,4,1,1,248,92,37,1,26,9,0.29,4.03,,1,0,0,349,10,40,,, +adamsba01,1920,1,PIT,NL,17,13,35,33,19,8,2,789,240,63,6,18,84,0.24,2.16,,5,1,0,1035,2,83,,, +alexape01,1920,1,CHN,NL,27,14,46,40,33,7,5,1090,335,77,8,69,173,0.24,1.91,,3,1,0,1447,6,96,,, +altener01,1920,1,DET,AL,0,1,14,1,0,0,0,69,40,23,2,9,4,0.39,9,,0,1,0,112,7,27,,, +ayersdo01,1920,1,DET,AL,7,14,46,23,8,3,1,626,217,90,6,62,103,0.28,3.88,,1,8,1,861,16,115,,, +bagbyji01,1920,1,CLE,AL,31,12,48,38,30,3,0,1019,338,109,9,79,73,0.26,2.89,,6,5,0,1364,9,122,,, +bailesw01,1920,1,CHN,NL,1,2,21,1,0,0,0,110,55,29,1,11,8,0.35,7.12,,2,2,0,175,12,38,,, +barneje01,1920,1,NY1,NL,20,15,43,35,23,2,0,878,271,86,9,56,63,0.25,2.64,,4,2,0,1186,8,108,,, +barnevi01,1920,1,NY1,NL,0,1,1,1,0,0,0,21,9,3,0,1,2,0.31,3.86,,0,0,0,30,0,3,,, +baumgha01,1920,1,DET,AL,0,1,9,0,0,0,0,54,18,8,1,6,7,0.27,4,,0,0,0,72,6,10,,, +baynebi01,1920,1,SLA,AL,5,6,18,13,6,1,0,299,102,41,3,41,38,0.27,3.7,,1,7,0,425,3,51,,, +bentoru01,1920,1,NY1,NL,9,16,33,25,12,4,2,580,222,65,8,31,52,0.29,3.03,,5,3,0,821,5,82,,, +bettshu01,1920,1,PHI,NL,1,1,27,4,1,0,0,265,86,35,3,33,18,0.26,3.57,,2,2,0,376,18,48,,, +biemiha01,1920,1,WS1,AL,1,0,5,2,1,0,0,51,21,9,1,13,10,0.31,4.76,,1,0,0,79,1,13,,, +bigbely01,1920,1,PHA,AL,0,3,12,2,0,0,0,135,66,40,5,25,12,0.36,8,,3,0,0,209,5,42,,, +blakesh01,1920,1,PIT,NL,0,0,6,0,0,0,0,40,21,12,0,6,7,0.36,8.1,,2,1,0,64,5,14,,, +boehlge01,1920,1,SLA,AL,0,1,3,1,0,0,0,21,10,6,1,4,2,0.3,7.71,,0,0,0,37,1,10,,, +boehljo01,1920,1,CLE,AL,0,1,3,2,0,0,0,39,16,7,0,10,4,0.33,4.85,,0,0,0,58,1,10,,, +bogarjo01,1920,1,DET,AL,2,1,4,3,0,0,0,71,16,8,0,18,5,0.19,3.04,,0,0,1,100,1,12,,, +bolanbe01,1920,1,DET,AL,0,2,4,3,1,0,0,52,23,15,0,14,4,0.34,7.79,,0,2,0,82,0,18,,, +bonogu01,1920,1,WS1,AL,0,2,4,1,0,0,0,37,17,12,0,6,4,0.31,8.76,,0,0,0,60,2,13,,, +brently01,1920,1,CIN,NL,2,1,5,1,1,0,1,55,17,10,0,4,13,0.23,4.91,,0,0,0,77,3,14,,, +bressru01,1920,1,CIN,NL,2,0,10,2,1,1,0,61,24,4,0,2,4,0.3,1.77,,0,0,0,86,6,8,,, +burwebi01,1920,1,SLA,AL,6,4,33,2,0,0,4,340,133,46,5,42,30,0.3,3.65,,1,4,1,491,18,55,,, +bushjo01,1920,1,BOS,AL,15,15,35,32,18,0,1,731,287,115,3,94,88,0.3,4.25,,4,10,0,1081,3,138,,, +cadorle01,1920,1,BRO,NL,15,14,35,30,16,4,0,763,256,74,4,56,79,0.27,2.62,,3,3,0,1036,4,91,,, +caldwra02,1920,1,CLE,AL,20,10,34,33,20,1,0,713,286,102,9,63,80,0.3,3.86,,1,4,0,1012,0,135,,, +cantwmi01,1920,1,PHI,NL,0,3,5,1,0,0,0,70,25,10,1,15,8,0.28,3.86,,1,3,0,111,3,18,,, +carlsha01,1920,1,PIT,NL,14,13,39,31,16,3,3,740,262,92,4,63,62,0.28,3.36,,4,8,1,1033,6,102,,, +carlsle01,1920,1,WS1,AL,0,0,3,0,0,0,0,37,14,5,1,2,3,0.29,3.65,,0,0,0,50,2,7,,, +cartepa01,1920,1,CHN,NL,3,6,31,8,2,0,2,318,131,55,3,36,14,0.32,4.67,,3,5,0,466,15,68,,, +causere01,1920,1,PHI,NL,7,14,35,26,11,1,3,544,203,87,4,79,30,0.29,4.32,,3,5,0,797,9,109,,, +cheevvi01,1920,1,CHN,NL,0,0,5,2,0,0,0,54,16,7,0,7,3,0.25,3.5,,0,0,0,73,2,7,,, +cicoted01,1920,1,CHA,AL,21,10,37,35,28,4,2,910,316,110,6,74,87,0.27,3.26,,3,2,0,1236,2,128,,, +clarkbo03,1920,1,CLE,AL,1,2,11,2,2,1,0,126,59,16,0,13,8,0.38,3.43,,1,1,1,172,4,19,,, +colliri01,1920,1,NYA,AL,14,8,36,18,10,2,1,562,171,67,6,79,66,0.24,3.22,,1,9,1,802,11,82,,, +conkwal01,1920,1,DET,AL,2,1,5,2,0,0,1,58,29,15,0,16,4,0.39,6.98,,0,0,0,89,3,16,,, +conwaje01,1920,1,WS1,AL,0,0,1,0,0,0,0,6,1,0,0,1,0,0.16,0,,0,0,0,7,1,0,,, +coombja01,1920,1,DET,AL,0,0,2,0,0,0,0,17,7,2,0,2,1,0.31,3.18,,0,0,0,24,1,5,,, +coopewi01,1920,1,PIT,NL,24,15,44,37,28,3,2,981,307,87,4,52,114,0.25,2.39,,1,11,0,1312,6,113,,, +coumbfr01,1920,1,CIN,NL,0,1,3,0,0,0,0,44,17,8,0,4,7,0.3,4.91,,0,0,0,64,3,13,,, +courtha01,1920,1,WS1,AL,8,11,37,24,10,1,0,564,223,99,6,77,48,0.29,4.74,,8,9,0,834,10,128,,, +covelst01,1920,1,CLE,AL,24,14,41,38,26,3,2,945,284,87,6,65,133,0.24,2.49,,1,4,0,1246,3,110,,, +coxre01,1920,1,DET,AL,0,0,3,0,0,0,0,15,9,3,0,3,1,0.37,5.4,,0,0,0,27,1,4,,, +crumpro01,1920,1,DET,AL,1,0,2,2,1,0,0,39,17,8,2,11,2,0.31,5.54,,0,1,0,66,0,13,,, +daussho01,1920,1,DET,AL,13,21,38,32,18,0,0,811,308,107,11,84,82,0.28,3.56,,3,8,0,1174,6,158,,, +davencl01,1920,1,NY1,NL,0,0,1,0,0,0,0,6,2,1,1,1,0,0.25,4.5,,0,0,0,9,1,1,,, +davisdi01,1920,1,SLA,AL,18,12,38,31,22,0,0,808,250,95,10,149,85,0.25,3.17,,1,7,0,1167,4,117,,, +deberjo01,1920,1,SLA,AL,2,4,10,7,3,1,0,164,65,30,2,20,12,0.3,4.94,,0,2,0,252,1,35,,, +devinha01,1920,1,BOS,AL,0,0,1,0,0,0,0,9,7,5,0,2,0,0.5,15,,0,0,0,16,1,5,,, +doakbi01,1920,1,SLN,NL,20,12,39,37,20,5,1,810,256,76,7,80,90,0.25,2.53,,1,6,0,1117,2,94,,, +douglph01,1920,1,NY1,NL,14,10,46,21,10,3,2,678,225,68,6,55,71,0.26,2.71,,4,2,0,934,15,84,,, +eayrsed01,1920,1,BSN,NL,1,2,7,3,0,0,0,79,36,16,1,12,7,0.34,5.47,,0,2,0,121,3,18,,, +eckerch01,1920,1,PHA,AL,0,0,2,0,0,0,0,17,8,3,0,1,1,0.42,4.76,,0,1,0,21,1,3,,, +ehmkeho01,1920,1,DET,AL,15,18,38,33,23,2,3,805,250,97,8,124,98,0.25,3.25,,0,13,2,1140,5,133,,, +eibelha01,1920,1,BOS,AL,0,0,3,0,0,0,0,31,10,4,0,3,5,0.27,3.48,,0,0,0,40,2,4,,, +ellerho01,1920,1,CIN,NL,13,12,35,22,15,1,0,631,208,69,6,52,76,0.26,2.95,,3,5,0,864,9,79,,, +ellisge01,1920,1,CLE,AL,0,0,1,0,0,0,0,3,0,0,0,2,1,0,0,,0,0,0,7,1,0,,, +engeljo01,1920,1,WS1,AL,0,0,1,0,0,0,0,5,0,4,0,4,0,0,21.6,,3,1,0,9,0,4,,, +enzmajo01,1920,1,PHI,NL,2,3,16,1,1,0,0,176,79,25,1,16,35,0.32,3.84,,1,5,0,270,11,40,,, +ericker01,1920,1,WS1,AL,12,16,39,27,12,0,1,718,231,102,13,128,87,0.26,3.84,,3,11,0,1026,7,142,,, +faberre01,1920,1,CHA,AL,23,13,40,39,28,2,1,957,332,106,8,88,108,0.27,2.99,,4,4,0,1349,1,136,,, +faethto01,1920,1,CLE,AL,0,0,13,0,0,0,0,75,31,12,0,20,14,0.33,4.32,,2,1,0,114,8,19,,, +fillida01,1920,1,BSN,NL,12,21,37,30,22,2,0,816,292,94,8,79,66,0.28,3.11,,3,3,0,1145,3,123,,, +fishecl01,1920,1,WS1,AL,0,1,2,0,0,0,0,11,5,4,0,5,0,0.71,9.82,,0,0,0,19,1,4,,, +fishera01,1920,1,CIN,NL,10,11,33,22,10,1,1,603,189,61,5,50,56,0.24,2.73,,1,8,0,846,8,86,,, +fortuga01,1920,1,BOS,AL,0,2,14,3,1,0,0,125,46,27,0,23,10,0.28,5.83,,4,0,1,189,9,32,,, +friedcy01,1920,1,DET,AL,0,0,2,0,0,0,0,5,3,3,0,4,0,0.5,16.2,,0,0,0,10,0,4,,, +gallibe01,1920,1,SLA,AL,0,1,2,1,0,0,0,11,8,3,0,3,0,0.4,7.36,,0,0,0,23,0,7,,, +gallibe01,1920,2,PHI,NL,2,6,18,5,1,0,2,216,79,36,2,29,35,0.28,4.5,,1,3,0,319,8,48,,, +gawch01,1920,1,CHN,NL,1,1,6,1,0,0,0,39,16,7,1,3,4,0.32,4.85,,0,1,0,58,4,9,,, +glaisjo01,1920,1,DET,AL,0,0,8,1,0,0,1,44,16,8,1,7,2,0.35,4.91,,0,0,0,62,5,11,,, +glaseno01,1920,1,DET,AL,0,0,1,0,0,0,0,7,7,4,0,1,1,,15.43,,0,1,0,12,0,4,,, +glaznwh01,1920,1,PIT,NL,0,0,2,0,0,0,0,26,9,3,0,2,1,0.3,3.12,,0,0,0,33,1,3,,, +gleasjo01,1920,1,WS1,AL,0,0,3,0,0,0,0,24,14,12,2,6,2,0.32,13.5,,2,1,0,50,3,13,,, +glennbo01,1920,1,SLN,NL,0,0,2,0,0,0,0,6,2,0,0,0,0,0.22,0,,0,0,1,9,2,0,,, +goodwma01,1920,1,SLN,NL,3,8,32,12,3,0,1,349,153,64,1,28,23,0.31,4.95,,3,5,1,531,7,79,,, +grimebu01,1920,1,BRO,NL,23,11,40,33,25,5,2,911,271,75,5,67,131,0.23,2.22,,9,4,0,1246,6,101,,, +grubbto01,1920,1,NY1,NL,0,1,1,1,0,0,0,15,9,4,0,0,0,0.4,7.2,,0,0,0,23,0,4,,, +haineje01,1920,1,SLN,NL,13,20,47,37,19,4,2,905,303,100,9,80,120,0.27,2.98,,5,9,1,1258,8,136,,, +hamilea01,1920,1,PIT,NL,10,13,39,23,12,0,3,691,223,83,2,69,74,0.25,3.24,,2,2,0,968,13,99,,, +harpeha01,1920,1,BOS,AL,5,14,27,22,11,1,0,488,163,55,9,66,71,0.27,3.04,,9,2,0,687,0,73,,, +harrisl01,1920,1,PHA,AL,9,14,31,25,11,1,0,576,226,87,5,57,60,0.3,4.08,,2,5,0,813,1,111,,, +hastybo01,1920,1,PHA,AL,1,3,19,4,1,0,0,215,91,40,5,28,12,0.32,5.02,,2,0,2,310,10,53,,, +hearnbu01,1920,1,BSN,NL,0,3,11,4,2,0,0,129,54,27,3,11,9,0.32,5.65,,0,1,0,189,7,34,,, +heathsp01,1920,1,CHA,AL,0,0,4,0,0,0,0,21,19,12,1,2,0,0.47,15.43,,2,0,0,42,1,12,,, +heimafr01,1920,1,PHA,AL,0,1,1,1,0,0,0,15,13,8,0,1,0,0.54,14.4,,0,0,1,25,0,9,,, +hendrcl01,1920,1,CHN,NL,9,12,27,23,12,0,0,611,216,81,6,54,72,0.27,3.58,,4,3,0,872,2,101,,, +hodgesh01,1920,1,CHA,AL,1,1,4,2,1,0,0,59,15,5,0,12,5,0.22,2.29,,0,0,0,79,0,14,,, +hoytwa01,1920,1,BOS,AL,6,6,22,11,6,2,1,364,123,59,2,47,45,0.27,4.38,,3,1,0,548,10,72,,, +hubbebi01,1920,1,NY1,NL,0,1,14,0,0,0,2,90,26,7,2,15,8,0.23,2.1,,0,1,2,130,8,12,,, +hubbebi01,1920,2,PHI,NL,9,9,24,20,9,1,2,450,176,64,3,42,26,0.3,3.84,,4,4,1,660,3,77,,, +jacobel01,1920,1,SLN,NL,4,8,23,9,1,0,1,233,91,45,2,33,21,0.29,5.21,,4,5,1,359,7,56,,, +jaegejo01,1920,1,CHN,NL,0,0,2,0,0,0,0,9,6,4,0,4,0,0.5,12,,0,0,0,18,1,6,,, +johnswa01,1920,1,WS1,AL,8,10,21,15,12,4,3,431,135,50,5,27,78,0.24,3.13,,5,5,1,594,6,68,,, +jonesjo01,1920,1,BSN,NL,1,0,3,1,0,0,0,29,16,7,1,5,6,0.37,6.52,,0,0,0,48,2,7,,, +jonespe01,1920,1,CHN,NL,0,0,4,0,0,0,0,21,15,9,1,3,0,0.45,11.57,,0,1,0,37,4,10,,, +jonessa01,1920,1,BOS,AL,13,16,37,33,21,3,0,822,302,120,9,79,86,0.28,3.94,,6,4,2,1149,4,143,,, +karrbe01,1920,1,BOS,AL,3,8,26,2,0,0,1,275,109,49,3,24,21,0.3,4.81,,1,1,0,390,20,55,,, +keefeda01,1920,1,PHA,AL,6,7,31,13,7,1,0,391,129,43,2,30,41,0.26,2.97,,1,6,1,537,15,60,,, +keenaji02,1920,1,PHI,NL,0,0,1,0,0,0,0,9,3,1,0,1,2,0.33,3,,0,0,0,12,1,1,,, +kerrdi01,1920,1,CHA,AL,21,9,45,28,19,3,5,761,266,95,7,72,72,0.27,3.37,,3,4,1,1045,13,116,,, +kiefejo01,1920,1,CHA,AL,0,1,2,1,0,0,0,14,7,8,0,5,1,0.33,15.43,,0,1,0,27,1,8,,, +kimeha01,1920,1,SLN,NL,0,0,4,0,0,0,0,21,9,2,0,2,1,0.33,2.57,,0,1,0,30,2,4,,, +kinnewa01,1920,1,PHA,AL,2,4,10,8,5,1,0,183,59,21,3,28,19,0.26,3.1,,0,1,0,255,2,38,,, +kirchmi01,1920,1,SLN,NL,2,1,9,3,1,0,0,110,50,22,0,5,5,0.33,5.4,,0,2,0,161,6,23,,, +knowlbi01,1920,1,PHA,AL,0,1,1,1,0,0,0,17,9,3,0,3,5,0.34,4.76,,0,3,0,32,0,9,,, +leifile01,1920,1,SLA,AL,0,0,4,0,0,0,0,27,17,7,0,3,3,0.4,7,,1,0,0,45,3,12,,, +leonadu01,1920,1,DET,AL,10,17,28,27,10,3,0,574,192,92,8,63,76,0.27,4.33,,13,8,0,781,1,107,,, +leverho01,1920,1,SLA,AL,0,2,3,2,0,0,0,31,9,6,1,12,0,0.25,5.23,,0,0,0,48,1,6,,, +lovesl01,1920,1,DET,AL,0,0,1,0,0,0,0,13,6,4,0,4,2,0.37,8.31,,2,0,0,20,0,4,,, +lowdegr01,1920,1,CHA,AL,0,0,3,0,0,0,0,16,9,4,0,5,0,0.4,6.75,,1,0,0,27,2,4,,, +lowege01,1920,1,CIN,NL,0,0,1,0,0,0,0,6,1,0,0,1,0,0.16,0,,0,0,0,7,1,0,,, +luquedo01,1920,1,CIN,NL,13,9,37,23,10,1,1,623,168,58,5,60,72,0.22,2.51,,2,4,0,825,11,65,,, +lynchad01,1920,1,SLA,AL,2,0,5,3,1,0,0,67,23,13,1,17,8,0.27,5.24,,1,1,0,109,2,15,,, +lyonsge01,1920,1,SLN,NL,2,1,7,2,1,0,0,70,21,8,2,9,5,0.26,3.09,,0,1,0,93,2,8,,, +mailsdu01,1920,1,CLE,AL,7,0,9,8,6,2,0,190,54,13,1,18,25,0.23,1.85,,1,0,0,253,1,18,,, +mamaual01,1920,1,BRO,NL,12,8,41,18,9,2,4,572,172,57,2,63,101,0.25,2.69,,3,4,1,764,17,70,,, +marquru01,1920,1,BRO,NL,10,7,28,26,10,1,0,569,181,68,5,35,89,0.25,3.23,,5,1,0,779,1,83,,, +martipa01,1920,1,PHA,AL,1,4,8,5,2,0,0,97,48,22,2,25,14,0.36,6.12,,2,4,1,161,0,36,,, +martisp01,1920,1,CHN,NL,4,15,35,13,6,0,2,408,165,73,2,50,44,0.3,4.83,,5,1,0,618,10,96,,, +mayja01,1920,1,SLN,NL,1,4,16,5,3,0,0,212,65,24,0,37,33,0.25,3.06,,2,7,0,317,4,38,,, +maysca01,1920,1,NYA,AL,26,11,45,37,26,6,2,936,310,106,13,84,92,0.26,3.06,,2,7,0,1301,8,127,,, +mcgrabo01,1920,1,NYA,AL,0,0,15,0,0,0,0,81,24,14,1,20,11,0.24,4.67,,1,1,0,123,13,18,,, +mcquihu01,1920,1,BSN,NL,11,15,38,27,17,1,5,677,230,89,3,70,53,0.27,3.55,,4,2,1,950,9,110,,, +meadojo01,1920,1,PIT,NL,0,2,12,2,0,0,0,109,48,17,1,7,5,0.34,4.21,,1,0,0,153,3,18,,, +meadole01,1920,1,PHI,NL,16,14,35,33,19,3,0,741,249,78,5,90,95,0.27,2.84,,3,8,0,1043,1,104,,, +miljujo01,1920,1,BRO,NL,1,0,9,0,0,0,0,70,24,8,2,4,9,0.26,3.09,,1,0,1,99,8,10,,, +mitchcl01,1920,1,BRO,NL,5,2,19,7,3,1,1,236,85,27,1,23,18,0.28,3.09,,0,0,1,329,5,35,,, +mogrige01,1920,1,NYA,AL,5,9,26,15,7,0,1,376,146,60,4,36,35,0.28,4.31,,2,3,0,550,6,83,,, +moharge01,1920,1,BRO,NL,0,1,13,1,0,0,0,107,33,7,0,7,13,0.25,1.77,,2,3,0,145,8,17,,, +moorero01,1920,1,PHA,AL,1,13,24,14,5,0,0,398,161,69,6,64,45,0.31,4.68,,2,3,0,580,8,89,,, +morribi01,1920,1,DET,AL,1,1,8,3,1,0,0,81,25,13,0,19,15,0.24,4.33,,0,3,0,126,4,21,,, +morrijo04,1920,1,PIT,NL,1,0,2,1,1,1,0,21,4,0,0,1,3,0.16,0,,0,0,0,25,1,0,,, +mortogu01,1920,1,CLE,AL,8,6,29,17,6,1,1,411,140,68,2,57,72,0.27,4.47,,5,1,0,584,8,80,,, +murchti01,1920,1,CLE,AL,0,0,2,0,0,0,0,15,3,0,0,4,0,0.2,0,,0,0,0,19,1,1,,, +myersel01,1920,1,CLE,AL,2,4,16,7,2,0,1,215,93,38,1,23,16,0.31,4.77,,2,4,0,321,2,52,,, +myersel01,1920,2,BOS,AL,9,1,12,10,9,1,0,291,90,23,1,24,34,0.24,2.13,,0,2,0,402,2,30,,, +napiebu01,1920,1,CIN,NL,4,2,9,5,5,1,0,147,47,7,0,7,17,0.25,1.29,,0,1,0,196,4,12,,, +nayloro01,1920,1,PHA,AL,10,23,42,36,20,0,0,754,306,97,7,86,90,0.31,3.47,,11,6,1,1075,6,147,,, +nehfar01,1920,1,NY1,NL,21,12,40,33,22,4,0,842,273,96,8,45,79,0.26,3.08,,3,1,1,1128,4,113,,, +newkijo01,1920,1,CHN,NL,0,1,2,1,0,0,0,20,8,4,1,6,2,0.33,5.4,,0,0,0,31,1,6,,, +niehadi01,1920,1,CLE,AL,1,2,19,3,0,0,2,120,42,16,0,16,12,0.26,3.6,,1,1,0,173,10,21,,, +northlo01,1920,1,SLN,NL,3,2,24,6,3,0,1,264,90,32,3,32,37,0.27,3.27,,2,2,1,369,10,42,,, +odoulle01,1920,1,NYA,AL,0,0,2,0,0,0,0,11,4,2,0,2,2,0.28,4.91,,0,1,0,17,1,2,,, +oeschjo01,1920,1,BSN,NL,15,13,38,30,20,5,0,897,294,115,10,99,80,0.26,3.46,,7,8,0,1250,7,124,,, +okriefr01,1920,1,DET,AL,1,2,21,1,1,0,0,123,44,24,2,18,9,0.29,5.27,,0,5,0,172,14,29,,, +oldhare01,1920,1,DET,AL,8,13,39,22,10,1,1,646,248,92,5,91,62,0.3,3.85,,6,6,1,929,9,132,,, +paynege01,1920,1,CHA,AL,1,1,12,0,0,0,0,89,39,18,2,9,7,0.31,5.46,,0,0,0,134,5,24,,, +pennohe01,1920,1,BOS,AL,16,13,37,31,19,4,2,727,244,99,9,61,68,0.26,3.68,,2,4,1,1007,6,108,,, +perripo01,1920,1,NY1,NL,0,0,8,0,0,0,2,45,9,3,0,4,3,0.16,1.8,,0,0,0,58,6,3,,, +perrysc01,1920,1,PHA,AL,11,25,42,34,20,1,1,791,310,106,14,65,79,0.3,3.62,,3,7,1,1110,8,151,,, +pfeffje01,1920,1,BRO,NL,16,9,30,28,20,2,0,645,225,72,5,45,80,0.27,3.01,,5,5,0,898,2,81,,, +pieroal01,1920,1,BSN,NL,1,1,6,2,2,0,0,75,23,8,2,9,12,0.25,2.88,,0,0,0,102,3,9,,, +pondeel01,1920,1,PIT,NL,11,15,33,23,13,2,0,588,182,57,3,40,62,0.24,2.62,,10,2,0,803,10,76,,, +quinnja01,1920,1,NYA,AL,18,10,41,32,17,2,3,760,271,90,8,48,101,0.27,3.2,,5,2,0,1157,9,110,,, +richmra01,1920,1,SLA,AL,2,0,2,2,1,0,0,51,18,12,0,9,4,0.27,6.35,,0,0,0,75,0,12,,, +ringji01,1920,1,CIN,NL,17,16,42,33,18,1,1,800,268,105,4,92,73,0.26,3.54,,8,5,2,1117,6,134,,, +rixeyep01,1920,1,PHI,NL,11,22,41,33,25,0,2,853,288,110,5,69,109,0.27,3.48,,8,4,0,1175,4,137,,, +rommeed01,1920,1,PHA,AL,7,7,33,12,8,2,1,521,165,55,5,43,43,0.25,2.85,,1,4,1,708,16,68,,, +rudoldi01,1920,1,BSN,NL,4,8,18,12,3,0,0,267,104,40,4,24,24,0.29,4.04,,2,4,0,394,5,57,,, +ruethdu01,1920,1,CIN,NL,16,12,37,33,23,5,3,797,235,73,2,96,99,0.24,2.47,,6,9,1,1086,4,87,,, +russeal01,1920,1,BOS,AL,5,6,16,10,7,0,1,323,100,36,3,38,53,0.25,3.01,,4,3,0,439,6,44,,, +ruthba01,1920,1,NYA,AL,1,0,1,1,0,0,0,12,3,2,0,2,0,0.2,4.5,,0,0,0,17,0,4,,, +ryanro01,1920,1,NY1,NL,0,1,3,1,1,0,0,46,14,3,1,4,5,0.25,1.76,,0,0,0,61,1,6,,, +sallesl01,1920,1,CIN,NL,5,6,21,12,6,0,2,348,129,43,4,16,13,0.29,3.34,,0,2,1,482,6,57,,, +sallesl01,1920,2,NY1,NL,1,0,5,1,1,0,0,51,16,3,0,0,2,0.23,1.59,,0,0,0,67,1,7,,, +sandero02,1920,1,SLA,AL,1,1,8,1,0,0,0,52,20,10,1,17,2,0.31,5.19,,0,1,0,82,5,10,,, +schacal01,1920,1,WS1,AL,6,4,22,11,5,1,1,298,130,49,2,30,19,0.31,4.44,,0,1,0,439,7,60,,, +schenjo01,1920,1,SLA,AL,0,0,1,0,0,0,0,6,7,6,0,1,0,0.58,27,,0,0,0,13,0,7,,, +schulwa01,1920,1,SLN,NL,0,0,2,0,0,0,0,18,10,4,0,2,0,0.37,6,,0,0,0,30,1,5,,, +schupfe01,1920,1,SLN,NL,16,13,38,37,17,0,0,752,246,98,5,127,119,0.26,3.52,,5,9,1,1096,1,118,,, +scottge01,1920,1,SLN,NL,0,0,2,0,0,0,0,18,4,3,0,3,1,0.2,4.5,,0,0,0,25,0,3,,, +scottja01,1920,1,BSN,NL,10,21,44,32,22,3,1,873,308,114,6,85,94,0.27,3.53,,9,13,0,1243,10,148,,, +seech01,1920,1,CIN,NL,0,0,1,0,0,0,0,18,6,4,0,4,3,0.28,6,,0,0,0,29,1,8,,, +shannbi01,1920,1,PHA,AL,0,0,1,0,0,0,0,12,6,3,2,1,1,0.35,6.75,,0,0,0,18,1,4,,, +shawji01,1920,1,WS1,AL,11,18,38,32,17,0,1,709,285,112,12,87,88,0.31,4.27,,13,4,0,1005,5,127,,, +shawkbo01,1920,1,NYA,AL,20,13,38,31,20,5,2,803,246,73,10,85,126,0.24,2.45,,3,1,0,1104,5,88,,, +sherdbi01,1920,1,SLN,NL,11,10,43,7,4,0,6,510,183,62,1,40,74,0.29,3.28,,1,11,0,697,28,72,,, +shiredu01,1920,1,WS1,AL,0,1,2,1,0,0,0,12,5,3,0,2,0,0.31,6.75,,1,1,0,19,1,4,,, +shockur01,1920,1,SLA,AL,20,10,38,28,22,5,5,737,224,74,10,70,107,0.24,2.71,,0,4,0,981,10,97,,, +shoreer01,1920,1,NYA,AL,2,2,14,5,2,0,1,133,61,24,1,21,12,0.33,4.87,,1,1,1,206,4,31,,, +sislege01,1920,1,SLA,AL,0,0,1,0,0,0,1,3,0,0,0,0,2,0,0,,0,0,0,4,1,0,,, +slappjo01,1920,1,PHA,AL,0,1,3,1,0,0,0,19,15,5,0,4,1,0.44,7.11,,0,0,0,38,1,12,,, +smithge02,1920,1,PHI,NL,13,18,43,28,10,1,2,752,265,96,10,51,51,0.28,3.45,,1,6,0,1037,13,115,,, +smithsh01,1920,1,BRO,NL,11,9,33,12,6,2,3,409,134,28,1,27,33,0.26,1.85,,1,2,0,552,15,42,,, +snydebi01,1920,1,WS1,AL,2,1,16,4,1,0,1,162,59,25,1,28,17,0.28,4.17,,5,6,0,245,6,33,,, +sothoal01,1920,1,SLA,AL,8,15,36,26,12,1,2,655,263,114,6,89,81,0.3,4.7,,10,6,0,975,10,151,,, +swartmo01,1920,1,CIN,NL,0,1,1,1,1,0,0,36,17,6,0,2,2,0.33,4.5,,1,0,0,53,0,6,,, +theisja01,1920,1,CIN,NL,0,0,1,0,0,0,0,6,1,0,0,3,0,0.14,0,,0,0,0,10,1,0,,, +thormha01,1920,1,NYA,AL,9,6,29,15,6,0,1,430,178,66,5,43,35,0.31,4.14,,1,2,0,621,7,86,,, +toneyfr01,1920,1,NY1,NL,21,11,42,37,17,4,1,835,266,82,8,57,81,0.25,2.65,,6,6,0,1120,5,101,,, +townsir01,1920,1,BSN,NL,0,0,4,1,0,0,0,20,10,1,0,2,1,0.37,1.35,,0,1,0,30,2,3,,, +townsle01,1920,1,BSN,NL,2,2,7,1,1,0,0,73,18,4,1,2,0,0.22,1.48,,1,0,0,87,6,4,,, +tueroos01,1920,1,SLN,NL,0,0,2,0,0,0,0,2,5,4,0,1,0,0.83,54,,0,0,0,8,0,4,,, +turnete02,1920,1,CHN,NL,0,0,1,0,0,0,0,4,2,2,0,1,0,0.4,13.5,,0,0,0,6,0,2,,, +tylerle01,1920,1,CHN,NL,11,12,27,27,18,2,0,579,193,71,6,57,57,0.26,3.31,,2,3,0,803,0,83,,, +uhlege01,1920,1,CLE,AL,4,5,27,6,2,0,1,254,98,49,3,29,27,0.29,5.21,,2,8,0,381,11,52,,, +vangiel01,1920,1,SLA,AL,3,8,24,13,4,0,0,314,131,64,7,40,25,0.31,5.5,,0,3,1,466,8,83,,, +vaughhi01,1920,1,CHN,NL,19,16,40,38,24,4,0,903,301,85,8,81,131,0.26,2.54,,3,8,1,1255,2,113,,, +veddelo01,1920,1,DET,AL,0,0,1,0,0,0,0,6,0,0,0,0,1,0,0,,0,0,0,6,1,0,,, +watsomu01,1920,1,BSN,NL,0,0,1,0,0,0,0,9,0,0,0,0,0,0,0,,0,0,0,9,1,0,,, +watsomu01,1920,2,PIT,NL,0,0,5,0,0,0,0,34,15,11,2,7,1,0.32,8.74,,0,0,0,55,2,11,,, +watsomu01,1920,3,BSN,NL,5,4,12,10,4,2,0,215,79,30,0,17,16,0.29,3.77,,1,1,0,296,2,33,,, +weilmca01,1920,1,SLA,AL,9,13,30,24,13,1,2,550,201,91,6,61,45,0.29,4.47,,2,3,2,772,3,103,,, +weinele01,1920,1,PHI,NL,1,1,10,2,0,0,0,66,27,15,1,19,10,0.33,6.14,,2,1,1,106,4,17,,, +wilkiro01,1920,1,CHA,AL,7,9,34,11,8,0,2,435,162,65,6,48,30,0.29,4.03,,2,2,0,597,18,75,,, +willile01,1920,1,CHA,AL,22,14,39,38,25,0,0,897,302,130,15,90,128,0.27,3.91,,4,12,1,1221,1,145,,, +wilsomu01,1920,1,DET,AL,1,1,3,2,1,0,0,39,12,5,0,5,4,0.24,3.46,,0,0,0,55,0,10,,, +winteje01,1920,1,NY1,NL,0,0,21,0,0,0,0,139,37,18,1,28,14,0.23,3.5,,1,4,0,195,13,19,,, +wisneja01,1920,1,PIT,NL,1,3,17,2,1,0,0,134,46,17,1,10,13,0.27,3.43,,1,1,1,185,11,19,,, +woodjo02,1920,1,CLE,AL,0,0,1,0,0,0,0,6,4,5,0,2,1,0.44,22.5,,0,0,0,11,1,5,,, +zachato01,1920,1,WS1,AL,15,16,44,31,19,3,2,788,289,110,7,78,53,0.28,3.77,,9,4,3,1141,10,141,,, +zinnji01,1920,1,PIT,NL,1,1,6,3,2,0,0,93,32,12,2,5,18,0.26,3.48,,1,1,0,130,3,14,,, +acostjo01,1921,1,WS1,AL,5,4,33,7,2,0,3,347,148,56,4,36,30,0.31,4.36,,3,0,0,520,17,65,,, +adamsba01,1921,1,PIT,NL,14,5,25,20,11,2,0,480,155,47,4,18,55,0.25,2.64,,0,0,1,646,3,57,,, +alexape01,1921,1,CHN,NL,15,13,31,29,21,3,1,756,286,95,10,33,77,0.29,3.39,,1,1,0,1033,1,110,,, +ayersdo01,1921,1,DET,AL,0,0,2,1,0,0,0,12,9,4,0,2,0,0.45,9,,0,0,1,23,1,6,,, +bagbyji01,1921,1,CLE,AL,14,12,40,26,13,0,4,575,238,100,14,44,37,0.3,4.7,,0,4,0,841,13,112,,, +bailebi01,1921,1,SLN,NL,2,5,19,6,3,1,0,222,95,35,1,22,20,0.33,4.26,,4,2,1,330,3,41,,, +bailesw01,1921,1,CHN,NL,0,0,3,0,0,0,0,15,6,2,0,2,2,0.3,3.6,,0,1,0,24,2,2,,, +bailesw01,1921,2,BRO,NL,0,0,7,0,0,0,0,73,35,14,1,7,6,0.36,5.18,,1,1,0,107,4,15,,, +barneje01,1921,1,NY1,NL,15,9,42,31,15,1,6,776,298,89,13,44,56,0.29,3.1,,2,3,0,1076,6,108,,, +barrebi02,1921,1,PHA,AL,1,0,4,0,0,0,0,15,2,4,0,9,2,0.13,7.2,,1,0,0,25,2,4,,, +baumgst01,1921,1,PHI,NL,3,6,22,7,2,0,0,200,103,52,8,22,13,0.35,7.02,,0,2,0,329,11,72,,, +baynebi01,1921,1,SLA,AL,11,5,47,14,6,1,3,492,167,86,8,80,82,0.27,4.72,,1,5,2,727,14,103,,, +behanpe01,1921,1,PHI,NL,0,1,2,2,1,0,0,32,17,7,0,1,3,0.35,5.91,,0,0,0,50,0,8,,, +bentoru01,1921,1,NY1,NL,5,2,18,9,3,1,0,216,72,23,2,17,11,0.26,2.88,,2,0,0,297,4,28,,, +bettshu01,1921,1,PHI,NL,3,7,32,2,1,0,4,302,141,50,8,14,28,0.33,4.47,,3,4,0,455,22,65,,, +bigbely01,1921,1,PIT,NL,0,0,5,0,0,0,0,24,4,1,0,4,1,0.15,1.13,,0,0,0,30,5,1,,, +birdre01,1921,1,WS1,AL,0,0,1,0,0,0,0,15,5,3,0,1,2,0.29,5.4,,0,1,0,21,1,3,,, +bishobi02,1921,1,PHA,AL,0,0,2,0,0,0,0,21,8,7,0,10,4,0.26,9,,1,0,0,41,1,9,,, +blackch01,1921,1,CHA,AL,0,0,1,0,0,0,0,3,0,0,0,1,0,0,0,,0,0,0,3,1,0,,, +boehlge01,1921,1,SLA,AL,0,0,1,0,0,0,0,3,1,0,0,0,0,0.5,0,,0,0,0,3,1,0,,, +bolanbe01,1921,1,SLA,AL,1,4,7,6,0,0,0,81,34,28,2,28,6,0.3,9.33,,0,2,0,149,1,36,,, +booneda01,1921,1,DET,AL,0,0,1,0,0,0,0,6,1,0,0,2,0,0.2,0,,0,0,0,9,1,1,,, +braxtga01,1921,1,BSN,NL,1,3,17,2,0,0,0,112,44,20,0,17,16,0.31,4.82,,0,2,0,165,8,26,,, +brently01,1921,1,CIN,NL,1,8,17,9,2,0,1,180,80,27,0,17,19,0.34,4.05,,0,1,2,265,7,35,,, +burwebi01,1921,1,SLA,AL,2,4,33,3,1,0,2,253,102,48,2,29,17,0.3,5.12,,1,2,2,378,21,62,,, +bushjo01,1921,1,BOS,AL,16,9,37,32,21,3,1,763,244,99,10,93,96,0.26,3.5,,7,6,0,1066,4,111,,, +cadorle01,1921,1,BRO,NL,13,14,35,30,12,1,0,635,243,98,17,46,79,0.29,4.17,,0,6,0,907,3,112,,, +caldwra02,1921,1,CLE,AL,6,6,37,12,4,1,4,441,159,80,7,49,76,0.27,4.9,,3,2,0,644,17,91,,, +carlsha01,1921,1,PIT,NL,4,8,31,10,3,0,4,329,121,52,6,23,37,0.29,4.27,,0,2,0,461,19,59,,, +causere01,1921,1,PHI,NL,3,3,7,7,4,0,0,152,58,16,4,11,8,0.29,2.84,,2,1,0,214,0,22,,, +causere01,1921,2,NY1,NL,1,1,7,1,0,0,0,44,13,4,0,6,1,0.22,2.45,,0,0,0,65,6,8,,, +cheevvi01,1921,1,CHN,NL,11,12,37,22,9,1,0,489,192,84,8,47,39,0.3,4.64,,0,9,1,708,12,97,,, +clarkbo03,1921,1,CLE,AL,0,0,5,0,0,0,0,28,23,15,2,6,2,0.51,14.46,,0,1,0,53,1,17,,, +clarkle01,1921,1,CIN,NL,0,1,1,1,1,0,0,15,7,3,0,2,1,0.3,5.4,,0,0,0,25,0,7,,, +colebe01,1921,1,DET,AL,7,4,20,11,7,1,1,329,134,52,3,36,22,0.3,4.27,,0,4,1,494,9,66,,, +colliri01,1921,1,NYA,AL,11,5,28,16,7,2,0,412,158,83,6,78,64,0.29,5.44,,6,10,0,641,4,103,,, +connasa01,1921,1,CHA,AL,0,1,5,2,0,0,0,67,29,16,0,10,6,0.33,6.45,,1,1,1,100,3,16,,, +coonejo01,1921,1,BSN,NL,0,1,8,1,0,0,0,62,19,9,3,10,9,0.24,3.92,,0,0,0,90,3,12,,, +coopewi01,1921,1,PIT,NL,22,14,38,38,29,2,0,981,341,118,9,80,134,0.27,3.25,,4,10,0,1377,0,145,,, +coumbfr01,1921,1,CIN,NL,3,4,28,6,3,0,1,260,89,31,2,21,12,0.28,3.22,,1,1,0,354,17,42,,, +courtha01,1921,1,WS1,AL,6,9,30,15,3,0,1,398,159,83,7,71,26,0.3,5.63,,7,8,0,624,13,103,,, +covelst01,1921,1,CLE,AL,23,13,43,40,28,2,2,945,341,118,6,84,99,0.28,3.37,,5,4,0,1360,3,137,,, +culloni01,1921,1,SLA,AL,0,2,4,1,0,0,0,35,18,11,1,6,3,0.34,8.49,,0,0,0,61,0,12,,, +daussho01,1921,1,DET,AL,10,15,32,28,16,0,1,699,275,112,11,81,68,0.29,4.33,,1,13,1,1047,4,141,,, +davenlu01,1921,1,CHA,AL,0,3,13,2,0,0,0,106,41,27,1,32,9,0.31,6.88,,1,1,0,171,6,35,,, +davisdi01,1921,1,SLA,AL,16,16,40,36,20,2,0,796,279,131,12,123,100,0.28,4.44,,6,10,0,1158,1,150,,, +deberjo01,1921,1,SLA,AL,0,1,10,1,0,0,0,37,15,9,0,10,1,0.3,6.57,,1,0,0,61,5,9,,, +doakbi01,1921,1,SLN,NL,15,6,32,28,13,1,1,626,224,60,3,37,83,0.27,2.59,,5,4,1,864,2,85,,, +dodgesa01,1921,1,BOS,AL,0,0,1,0,0,0,0,3,1,1,0,1,0,0.5,9,,0,0,0,4,1,1,,, +donohpe01,1921,1,CIN,NL,7,6,21,11,7,0,1,355,117,44,5,26,44,0.26,3.35,,1,0,0,485,7,48,,, +douglph01,1921,1,NY1,NL,15,10,40,27,13,3,2,665,266,104,17,55,55,0.3,4.22,,4,2,1,956,7,119,,, +eayrsed01,1921,1,BSN,NL,0,0,2,0,0,0,0,14,9,9,0,9,1,0.39,17.36,,1,0,0,32,1,10,,, +ehmkeho01,1921,1,DET,AL,13,14,30,22,13,1,0,589,220,99,15,81,68,0.28,4.54,,1,13,1,888,4,123,,, +ellerho01,1921,1,CIN,NL,2,2,13,3,0,0,1,103,46,19,3,15,7,0.32,4.98,,1,0,0,159,7,23,,, +ericker01,1921,1,WS1,AL,8,10,32,22,9,3,0,537,181,72,7,65,71,0.26,3.62,,4,9,1,773,4,90,,, +faberre01,1921,1,CHA,AL,25,15,43,39,32,4,1,992,293,91,10,87,124,0.24,2.48,,5,7,0,1350,4,107,,, +fenneho01,1921,1,CHA,AL,0,0,2,1,0,0,0,21,14,6,0,3,1,0.45,7.71,,0,0,0,34,1,6,,, +fergual01,1921,1,NYA,AL,3,1,17,4,1,0,1,169,64,37,4,27,9,0.29,5.91,,1,4,0,258,7,40,,, +fillida01,1921,1,BSN,NL,15,10,44,22,11,3,1,719,249,92,10,56,54,0.27,3.45,,1,2,1,1004,13,108,,, +freembu02,1921,1,CHN,NL,9,10,38,20,6,0,3,532,189,81,12,70,42,0.28,4.11,,3,8,0,771,12,96,,, +freemha01,1921,1,PHA,AL,1,4,18,4,2,0,0,144,65,41,2,35,5,0.34,7.69,,3,5,0,235,9,50,,, +fuhros01,1921,1,CHN,NL,0,0,1,0,0,0,0,12,11,4,1,0,2,0.5,9,,1,0,0,22,1,9,,, +fullecu01,1921,1,BOS,AL,0,1,4,1,1,0,0,46,22,15,3,10,4,0.35,8.8,,0,1,0,76,3,17,,, +gainene01,1921,1,WS1,AL,0,0,4,0,0,0,0,14,5,0,0,2,1,0.29,0,,0,0,0,19,4,0,,, +gearybo01,1921,1,CIN,NL,1,1,10,1,0,0,0,87,38,14,1,2,10,0.33,4.34,,0,0,0,124,5,17,,, +glaznwh01,1921,1,PIT,NL,14,5,36,25,15,0,1,702,214,72,5,58,88,0.25,2.77,,2,12,0,951,6,88,,, +goodwma01,1921,1,SLN,NL,1,2,14,4,1,0,1,109,47,15,1,9,7,0.31,3.72,,1,1,0,166,4,21,,, +gordira01,1921,1,BRO,NL,1,0,3,3,0,0,0,36,10,7,0,8,4,0.22,5.25,,0,0,0,53,0,8,,, +grimebu01,1921,1,BRO,NL,22,13,37,35,30,2,0,907,313,95,6,76,136,0.27,2.83,,6,5,0,1253,1,120,,, +haineje01,1921,1,SLN,NL,18,12,37,29,13,3,0,733,261,95,15,56,84,0.28,3.5,,2,8,0,1013,6,112,,, +hamilea01,1921,1,PIT,NL,13,15,35,30,12,2,0,675,237,84,5,58,59,0.27,3.36,,5,8,0,968,4,103,,, +hansool01,1921,1,CHN,NL,0,2,2,2,1,0,0,27,9,7,0,6,2,0.26,7,,0,1,0,42,0,7,,, +harpeha01,1921,1,NYA,AL,4,3,8,7,4,0,0,158,52,22,3,25,22,0.26,3.76,,4,2,0,235,1,23,,, +harrisl01,1921,1,PHA,AL,11,16,39,28,14,0,2,683,258,108,16,73,92,0.29,4.27,,2,9,2,990,7,136,,, +hastybo01,1921,1,PHA,AL,5,16,35,22,9,0,0,538,238,97,8,40,46,0.33,4.87,,0,2,3,802,8,120,,, +heimafr01,1921,1,PHA,AL,1,0,1,1,1,1,0,27,7,0,0,1,1,0.22,0,,0,0,0,32,0,0,,, +hendebe01,1921,1,CLE,AL,0,1,2,1,0,0,0,9,5,3,0,0,1,0.33,9,,0,0,0,15,1,5,,, +henrydu01,1921,1,SLA,AL,0,0,1,0,0,0,0,6,2,1,0,0,1,0.25,4.5,,0,0,0,9,1,1,,, +hodgesh01,1921,1,CHA,AL,6,8,36,10,5,0,2,428,191,104,7,54,25,0.33,6.56,,3,5,0,655,18,118,,, +hollica01,1921,1,DET,AL,3,7,35,11,4,0,4,408,162,65,8,58,38,0.3,4.3,,1,4,1,617,16,95,,, +hoytwa01,1921,1,NYA,AL,19,13,43,32,21,1,3,847,301,97,3,81,102,0.27,3.09,,3,5,1,1201,7,121,,, +hubbebi01,1921,1,PHI,NL,9,16,36,30,15,1,2,661,269,106,18,38,43,0.3,4.33,,5,3,2,953,5,146,,, +hughebi02,1921,1,PIT,NL,0,0,1,0,0,0,0,6,3,1,0,1,2,0.37,4.5,,0,1,0,11,0,1,,, +johnswa01,1921,1,WS1,AL,17,14,35,32,25,1,1,792,265,103,7,92,143,0.26,3.51,,7,2,0,1119,2,122,,, +jonespe01,1921,1,CHN,NL,3,5,32,3,1,0,0,296,116,50,2,39,46,0.29,4.56,,3,4,0,446,17,57,,, +jonessa01,1921,1,BOS,AL,23,16,40,38,25,5,1,896,318,107,1,78,98,0.27,3.22,,1,6,0,1257,2,122,,, +jonnacl01,1921,1,NY1,NL,0,0,1,0,0,0,1,12,4,0,0,0,7,0.26,0,,0,0,0,15,1,0,,, +karrbe01,1921,1,BOS,AL,8,7,26,7,5,0,0,353,123,48,8,38,37,0.28,3.67,,1,1,0,499,18,53,,, +kaufmto01,1921,1,CHN,NL,1,0,2,1,1,0,1,39,12,6,0,3,6,0.24,4.15,,0,0,0,54,1,6,,, +keefeda01,1921,1,PHA,AL,2,9,44,12,4,0,1,519,214,90,19,64,68,0.31,4.68,,7,5,0,784,18,126,,, +keenaji02,1921,1,PHI,NL,1,2,15,2,0,0,0,97,48,24,3,15,7,0.36,6.68,,0,1,0,154,5,31,,, +keenvi01,1921,1,CHN,NL,0,3,5,4,1,0,0,75,29,13,0,9,9,0.31,4.68,,1,1,0,105,1,17,,, +kerrdi01,1921,1,CHA,AL,19,17,44,37,25,3,1,926,357,162,12,96,80,0.29,4.72,,5,11,3,1360,5,182,,, +kirchmi01,1921,1,SLN,NL,0,1,3,0,0,0,0,10,4,3,0,1,2,0.36,8.1,,0,1,0,15,2,3,,, +kolpra01,1921,1,SLA,AL,8,7,37,18,5,1,0,500,208,92,12,51,43,0.31,4.97,,2,0,0,743,8,111,,, +leonadu01,1921,1,DET,AL,11,13,36,32,16,1,1,735,273,102,15,63,120,0.28,3.75,,7,10,0,1058,3,125,,, +luquedo01,1921,1,CIN,NL,17,19,41,36,25,3,3,912,318,114,13,64,102,0.27,3.38,,2,1,0,1259,5,132,,, +mailsdu01,1921,1,CLE,AL,14,8,34,24,10,2,2,583,210,85,4,89,87,0.28,3.94,,2,2,0,861,4,103,,, +mamaual01,1921,1,BRO,NL,3,3,12,1,0,0,1,129,36,15,1,13,21,0.24,3.14,,1,1,0,173,7,17,,, +marklcl01,1921,1,CIN,NL,2,6,10,6,5,0,0,201,75,28,0,20,23,0.29,3.76,,1,0,0,287,3,36,,, +marquru01,1921,1,CIN,NL,17,14,39,35,18,2,0,797,291,100,8,50,88,0.28,3.39,,5,7,1,1116,1,123,,, +martisp01,1921,1,CHN,NL,11,15,37,28,13,1,1,652,245,105,12,68,86,0.29,4.35,,2,2,0,925,7,115,,, +mayja01,1921,1,SLN,NL,1,3,5,5,1,0,0,63,29,11,0,12,5,0.33,4.71,,0,0,0,99,0,14,,, +maysca01,1921,1,NYA,AL,27,9,49,38,30,1,7,1010,332,114,11,76,70,0.25,3.05,,2,9,0,1400,10,145,,, +mcilrva01,1921,1,WS1,AL,0,0,1,0,0,0,0,3,1,1,0,0,0,0.2,9,,0,0,0,5,1,1,,, +mcquihu01,1921,1,BSN,NL,13,17,45,31,13,2,5,750,284,111,9,90,94,0.29,4,,1,2,0,1095,12,137,,, +mcweedo01,1921,1,CHA,AL,3,6,27,8,3,0,2,293,127,66,7,45,46,0.32,6.08,,3,0,0,445,9,76,,, +meadole01,1921,1,PHI,NL,11,16,28,27,15,2,0,583,226,93,10,62,52,0.28,4.31,,10,4,0,874,0,118,,, +michajo01,1921,1,CHA,AL,0,0,2,0,0,0,0,8,4,3,0,1,1,0.4,10.13,,0,0,0,11,0,3,,, +middlji01,1921,1,DET,AL,6,11,38,10,2,0,7,365,149,68,5,44,31,0.3,5.03,,2,2,1,556,20,83,,, +miljujo01,1921,1,BRO,NL,6,3,28,9,3,0,1,281,115,44,1,27,37,0.31,4.23,,1,2,0,408,9,49,,, +millera04,1921,1,WS1,AL,0,0,1,0,0,0,0,3,0,0,0,0,0,0,0,,0,0,0,3,1,0,,, +minerra01,1921,1,PHA,AL,0,0,1,0,0,0,0,3,2,4,0,3,0,0.4,36,,0,0,0,8,0,4,,, +mitchcl01,1921,1,BRO,NL,11,9,37,18,13,3,2,570,206,61,7,46,39,0.28,2.89,,2,5,0,807,16,91,,, +mogrige01,1921,1,WS1,AL,18,14,38,36,21,4,0,864,301,96,12,66,101,0.26,3,,3,7,0,1217,2,119,,, +moharge01,1921,1,BRO,NL,0,0,2,0,0,0,0,21,8,3,0,1,1,0.29,3.86,,0,1,0,31,1,5,,, +moorero01,1921,1,PHA,AL,10,10,29,26,12,0,0,575,206,96,4,122,64,0.28,4.51,,9,4,0,893,3,110,,, +morgacy02,1921,1,BSN,NL,1,1,17,0,0,0,1,91,37,22,0,17,8,0.31,6.53,,0,1,0,140,11,24,,, +morribu01,1921,1,CHA,AL,0,3,3,2,1,0,0,53,19,12,1,16,2,0.29,6.11,,0,0,0,85,1,14,,, +morribu01,1921,2,SLA,AL,0,0,3,1,0,0,0,17,11,9,1,6,3,0.4,14.29,,0,2,0,35,1,10,,, +morrijo04,1921,1,PIT,NL,9,7,21,17,11,3,0,432,131,46,3,33,52,0.25,2.88,,4,1,0,562,4,49,,, +morriph01,1921,1,PIT,NL,0,0,1,0,0,0,0,2,1,0,0,0,1,0.33,0,,0,0,0,3,1,0,,, +mortogu01,1921,1,CLE,AL,8,3,30,7,3,2,0,323,98,33,1,32,45,0.24,2.76,,1,2,1,448,15,45,,, +mulredo01,1921,1,CHA,AL,2,8,12,10,3,0,0,168,84,45,2,36,10,0.35,7.23,,1,2,0,279,1,52,,, +myersel01,1921,1,BOS,AL,8,12,30,20,11,0,0,516,217,93,11,53,40,0.31,4.87,,1,10,1,779,6,107,,, +napiebu01,1921,1,CIN,NL,0,2,22,6,1,0,1,170,72,35,2,13,14,0.32,5.56,,1,0,0,244,12,38,,, +nayloro01,1921,1,PHA,AL,3,13,32,19,6,0,0,508,214,91,10,55,39,0.31,4.84,,4,3,0,763,9,106,,, +nehfar01,1921,1,NY1,NL,20,10,41,34,18,2,1,782,266,105,18,55,67,0.27,3.63,,5,2,0,1067,5,116,,, +neitzer01,1921,1,BOS,AL,0,0,2,0,0,0,0,22,8,5,0,4,1,0.33,6.14,,0,0,0,32,2,5,,, +northlo01,1921,1,SLN,NL,4,4,40,0,0,0,7,259,81,34,5,32,28,0.25,3.54,,4,1,0,358,26,39,,, +odenwte01,1921,1,CLE,AL,1,0,10,0,0,0,0,52,16,3,0,6,4,0.26,1.56,,1,1,1,71,1,5,,, +oeschjo01,1921,1,BSN,NL,20,14,46,36,19,3,0,897,303,117,11,97,68,0.27,3.52,,5,15,1,1248,9,128,,, +oldhare01,1921,1,DET,AL,11,14,40,28,12,1,1,688,258,108,11,81,67,0.28,4.24,,5,6,0,1012,9,129,,, +palmeem01,1921,1,SLA,AL,4,7,24,9,4,0,0,270,109,50,1,49,26,0.31,5,,2,6,0,414,7,63,,, +parkssl01,1921,1,DET,AL,3,2,10,1,0,0,0,76,33,16,2,16,10,0.3,5.68,,1,1,0,126,5,17,,, +penceru01,1921,1,CHA,AL,0,0,4,0,0,0,0,16,6,5,0,7,2,0.28,8.44,,0,1,0,31,2,5,,, +pennohe01,1921,1,BOS,AL,12,14,32,32,15,1,0,668,268,100,7,59,91,0.3,4.04,,0,2,0,967,0,121,,, +perripo01,1921,1,NY1,NL,2,0,5,1,0,0,0,35,17,5,0,2,5,0.32,3.86,,0,0,0,56,3,9,,, +perripo01,1921,2,DET,AL,1,0,4,2,0,0,0,39,18,7,0,7,3,0.38,4.85,,0,1,0,59,1,9,,, +perrysc01,1921,1,PHA,AL,3,6,12,8,5,0,1,210,77,32,4,24,19,0.28,4.11,,0,1,0,308,3,36,,, +pertibi01,1921,1,SLN,NL,14,10,38,31,15,2,2,625,212,78,9,70,67,0.26,3.37,,3,10,0,896,3,104,,, +pettyje01,1921,1,CLE,AL,0,0,4,0,0,0,0,27,10,2,0,0,0,0.34,2,,0,0,0,35,2,2,,, +pfeffje01,1921,1,BRO,NL,1,5,6,5,2,0,0,95,36,16,0,9,8,0.31,4.55,,0,1,0,135,1,19,,, +pfeffje01,1921,2,SLN,NL,9,3,18,13,7,1,0,296,115,47,3,28,22,0.3,4.29,,2,5,0,426,4,51,,, +phillto01,1921,1,WS1,AL,1,0,1,1,1,0,0,27,9,2,0,3,2,0.29,2,,0,0,0,35,0,2,,, +piercbi01,1921,1,NYA,AL,5,4,14,10,5,1,0,245,82,27,4,28,35,0.26,2.98,,3,7,1,354,3,40,,, +pieroal01,1921,1,BSN,NL,0,1,2,0,0,0,0,5,3,4,0,3,1,0.37,21.6,,0,0,0,12,0,4,,, +pondeel01,1921,1,PIT,NL,2,0,8,1,1,0,0,74,29,6,1,3,3,0.3,2.19,,0,0,0,101,2,8,,, +pondeel01,1921,2,CHN,NL,3,6,16,11,5,0,0,268,117,47,7,17,31,0.32,4.74,,0,3,0,394,3,58,,, +quinnja01,1921,1,NYA,AL,8,7,33,13,6,0,0,357,158,50,2,32,44,0.32,3.78,,2,5,0,542,7,61,,, +raderdr01,1921,1,PIT,NL,0,0,1,0,0,0,0,6,2,0,0,0,0,0.28,0,,0,0,0,7,1,0,,, +richmra01,1921,1,SLA,AL,0,1,6,2,0,0,0,43,21,18,1,13,6,0.36,11.3,,0,3,0,81,1,20,,, +ringji01,1921,1,PHI,NL,10,19,34,30,21,0,1,738,258,116,8,88,88,0.27,4.24,,14,5,0,1070,3,161,,, +rivieti01,1921,1,SLN,NL,1,0,18,2,0,0,0,115,45,26,2,20,15,0.28,6.1,,4,2,0,185,8,30,,, +rixeyep01,1921,1,CIN,NL,19,18,40,36,21,2,1,903,324,93,1,66,76,0.28,2.78,,6,5,0,1260,3,128,,, +rogerto01,1921,1,NYA,AL,0,1,5,0,0,0,1,33,12,9,1,9,0,0.3,7.36,,0,1,0,53,5,9,,, +roggecl01,1921,1,CIN,NL,1,2,6,3,0,0,0,106,43,16,2,9,12,0.3,4.08,,0,0,0,152,3,19,,, +rommeed01,1921,1,PHA,AL,16,23,46,32,20,0,3,856,312,125,21,87,71,0.28,3.94,,4,1,2,1230,14,155,,, +ruethdu01,1921,1,BRO,NL,10,13,36,27,12,1,2,634,247,100,7,67,78,0.29,4.26,,7,7,0,936,8,116,,, +russeal01,1921,1,BOS,AL,7,11,39,13,7,0,3,519,204,79,10,77,60,0.3,4.11,,4,9,0,787,20,92,,, +russejo01,1921,1,CHA,AL,2,5,11,9,4,0,0,199,82,39,3,35,15,0.31,5.29,,0,1,0,306,1,42,,, +ruthba01,1921,1,NYA,AL,2,0,2,1,0,0,0,27,14,9,1,9,2,0.35,9,,0,0,0,49,1,10,,, +ryanro01,1921,1,NY1,NL,7,10,36,16,5,0,3,442,140,61,6,32,58,0.25,3.73,,3,1,0,597,14,72,,, +sallesl01,1921,1,NY1,NL,6,4,37,0,0,0,2,289,115,39,7,14,23,0.3,3.64,,0,0,0,405,19,48,,, +schacal01,1921,1,WS1,AL,6,6,29,5,2,0,1,248,110,45,2,27,15,0.33,4.9,,1,2,0,376,14,59,,, +schupfe01,1921,1,SLN,NL,2,0,9,4,1,0,1,112,42,17,5,21,22,0.27,4.1,,3,2,0,180,4,26,,, +schupfe01,1921,2,BRO,NL,3,4,20,7,1,0,2,183,75,31,2,27,26,0.31,4.57,,2,2,0,279,7,34,,, +scottja01,1921,1,BSN,NL,15,13,47,29,16,2,3,701,258,96,9,57,83,0.28,3.7,,0,7,1,997,11,108,,, +sedgwdu01,1921,1,PHI,NL,1,3,16,5,1,0,0,214,81,39,3,32,21,0.28,4.92,,3,4,0,334,9,48,,, +shawji01,1921,1,WS1,AL,1,0,15,4,0,0,3,121,59,33,2,17,4,0.34,7.36,,1,0,0,193,9,37,,, +shawkbo01,1921,1,NYA,AL,18,12,38,31,18,3,2,735,245,111,15,86,126,0.26,4.08,,2,7,1,1053,6,131,,, +sheare01,1921,1,NY1,NL,5,2,9,2,1,0,0,96,28,11,2,2,10,0.23,3.09,,0,3,0,125,4,13,,, +sheehto02,1921,1,NYA,AL,1,0,12,1,0,0,1,99,43,20,1,19,7,0.32,5.45,,0,1,0,154,9,23,,, +sherdbi01,1921,1,SLN,NL,9,8,38,8,5,1,1,433,137,51,7,38,57,0.24,3.18,,3,3,0,611,13,62,,, +shockur01,1921,1,SLA,AL,27,12,47,38,30,4,4,980,345,129,21,86,132,0.27,3.55,,3,6,0,1401,7,151,,, +smithge02,1921,1,PHI,NL,4,20,39,28,12,1,1,664,303,117,12,52,45,0.33,4.76,,1,3,1,995,7,166,,, +smithsh01,1921,1,BRO,NL,7,11,35,17,9,0,4,526,232,76,4,34,36,0.31,3.9,,3,1,0,785,13,95,,, +sothoal01,1921,1,SLA,AL,1,2,5,4,1,0,0,83,33,16,0,8,9,0.31,5.2,,0,1,0,122,1,19,,, +sothoal01,1921,2,BOS,AL,0,2,2,2,0,0,0,18,15,9,0,5,2,0.45,13.5,,0,0,0,39,0,10,,, +sothoal01,1921,3,CLE,AL,12,4,22,16,10,2,0,434,146,52,0,58,61,0.27,3.24,,5,7,0,621,5,60,,, +stewale01,1921,1,DET,AL,0,0,5,0,0,0,1,27,20,12,0,5,4,0.45,12,,0,0,0,52,3,12,,, +stuelge01,1921,1,CHN,NL,0,1,2,1,0,0,0,33,11,7,0,7,4,0.28,5.73,,0,0,0,49,1,7,,, +sulliji02,1921,1,PHA,AL,0,2,2,2,2,0,0,51,20,6,0,7,8,0.29,3.18,,1,0,0,79,0,13,,, +suthesu01,1921,1,DET,AL,6,2,13,8,3,0,0,174,80,32,1,18,18,0.32,4.97,,0,0,1,271,4,43,,, +tayloar01,1921,1,PHA,AL,0,1,1,1,0,0,0,6,7,5,1,2,1,0.63,22.5,,0,0,0,15,0,5,,, +thomple01,1921,1,CHA,AL,0,3,4,4,0,0,0,62,32,19,0,6,4,0.33,8.27,,0,0,1,105,0,21,,, +thormha01,1921,1,BOS,AL,1,7,23,9,3,0,0,289,101,48,3,34,17,0.27,4.48,,1,6,0,418,10,56,,, +toneyfr01,1921,1,NY1,NL,18,11,42,32,16,1,3,748,274,100,14,65,63,0.28,3.61,,4,4,1,1054,9,112,,, +townsir01,1921,1,BSN,NL,0,0,4,0,0,0,0,22,11,5,1,4,0,0.34,6.14,,0,2,0,40,3,7,,, +townsle01,1921,1,BSN,NL,0,1,1,1,0,0,0,4,2,4,0,3,0,0.4,27,,0,0,0,9,0,4,,, +twombcy01,1921,1,CHA,AL,1,2,7,4,0,0,0,83,26,18,1,25,7,0.28,5.86,,1,2,0,127,3,21,,, +tylerle01,1921,1,CHN,NL,3,2,10,6,4,0,0,150,59,18,2,14,8,0.29,3.24,,1,0,0,216,4,22,,, +uhlege01,1921,1,CLE,AL,16,13,41,28,13,2,2,714,288,106,9,63,63,0.3,4.01,,3,4,1,1040,9,132,,, +vangiel01,1921,1,SLA,AL,11,12,31,21,10,1,0,541,196,79,10,67,48,0.27,3.94,,1,2,0,798,7,98,,, +vaughhi01,1921,1,CHN,NL,3,11,17,14,7,0,0,328,153,73,8,31,30,0.34,6.01,,1,5,1,500,2,90,,, +walkero01,1921,1,SLN,NL,11,12,38,24,11,0,3,512,194,80,10,53,52,0.29,4.22,,4,1,1,731,8,93,,, +walshji03,1921,1,DET,AL,0,0,3,0,0,0,0,12,2,1,0,1,3,0.12,2.25,,1,0,0,17,3,2,,, +watsomu01,1921,1,BSN,NL,14,13,44,31,15,1,2,778,269,111,11,57,48,0.27,3.85,,0,7,0,1095,8,128,,, +weinele01,1921,1,PHI,NL,1,0,8,0,0,0,0,37,8,2,1,5,2,0.21,1.46,,0,1,0,46,4,6,,, +wheelri01,1921,1,PIT,NL,0,0,1,0,0,0,0,9,6,3,0,1,0,0.5,9,,1,1,0,15,0,4,,, +wieneja01,1921,1,CHA,AL,0,1,10,3,0,0,0,76,39,23,4,17,10,0.35,8.17,,1,1,0,133,6,24,,, +wilheka01,1921,1,PHI,NL,0,0,4,0,0,0,0,24,11,3,0,3,1,0.39,3.38,,0,0,0,35,2,3,,, +wilkiro01,1921,1,CHA,AL,4,20,36,23,11,0,3,595,259,113,4,78,50,0.33,5.13,,2,4,0,910,13,135,,, +winteje01,1921,1,PHI,NL,5,10,18,14,10,0,0,342,142,46,4,28,22,0.31,3.63,,2,4,0,509,4,73,,, +wolfle01,1921,1,PHA,AL,0,0,8,0,0,0,0,45,15,12,0,16,11,0.27,7.2,,2,2,0,75,6,15,,, +woodwfr01,1921,1,WS1,AL,0,0,3,1,0,0,0,32,11,7,0,3,4,0.28,5.91,,1,0,0,45,0,7,,, +yelloch01,1921,1,PIT,NL,5,3,10,4,1,0,1,145,45,16,1,13,19,0.25,2.98,,1,0,0,195,5,17,,, +yorkle01,1921,1,CHN,NL,5,9,40,10,4,1,1,417,170,73,5,63,57,0.3,4.73,,4,5,1,639,15,82,,, +zachato01,1921,1,WS1,AL,18,16,39,31,17,2,1,750,314,110,10,59,53,0.31,3.96,,1,6,1,1084,8,130,,, +zinkwa01,1921,1,NY1,NL,0,0,2,0,0,0,0,12,4,1,0,3,1,0.23,2.25,,1,0,0,21,1,3,,, +zinnji01,1921,1,PIT,NL,7,6,32,9,5,1,4,382,159,52,3,30,49,0.31,3.68,,2,2,0,559,16,63,,, +acostjo01,1922,1,CHA,AL,0,2,5,1,0,0,0,45,25,14,4,6,6,0.41,8.4,,0,0,0,70,1,14,,, +adamsba01,1922,1,PIT,NL,8,11,27,19,12,4,0,514,191,68,1,15,39,0.28,3.57,,1,4,0,707,4,77,,, +aldrivi01,1922,1,CHN,NL,16,15,36,34,20,2,0,775,287,101,14,56,66,0.28,3.52,,6,12,0,1099,2,129,,, +alexape01,1922,1,CHN,NL,16,13,33,31,20,1,1,737,283,99,8,34,48,0.29,3.63,,4,3,0,1014,2,111,,, +bagbyji01,1922,1,CLE,AL,4,5,25,10,4,0,1,295,134,69,5,39,25,0.34,6.32,,0,3,0,451,11,77,,, +bailebi01,1922,1,SLN,NL,0,2,12,0,0,0,0,95,38,19,1,23,11,0.32,5.4,,2,0,0,149,5,22,,, +barfocl01,1922,1,SLN,NL,4,5,42,2,1,0,2,353,139,55,2,30,19,0.3,4.21,,1,10,0,520,25,75,,, +barneje01,1922,1,NY1,NL,13,8,37,30,14,2,0,638,236,83,10,38,52,0.27,3.51,,1,3,0,905,3,108,,, +barnevi01,1922,1,NY1,NL,1,0,22,3,1,0,2,155,46,20,1,11,16,0.24,3.48,,3,0,0,206,7,27,,, +baumgst01,1922,1,PHI,NL,1,1,6,1,0,0,0,29,18,7,1,5,2,0.4,6.52,,0,0,0,51,3,9,,, +baynebi01,1922,1,SLA,AL,4,5,26,9,3,0,2,278,86,47,5,37,38,0.24,4.56,,3,9,0,405,11,49,,, +bedgoph01,1922,1,CLE,AL,1,0,1,1,1,0,0,27,7,4,0,4,5,0.23,4,,1,3,0,38,0,4,,, +behanpe01,1922,1,PHI,NL,4,2,7,5,3,1,0,142,49,13,3,14,13,0.25,2.47,,0,1,0,207,2,27,,, +bentosi01,1922,1,SLN,NL,0,0,1,0,0,0,0,0,0,0,0,2,0,0,,,0,0,0,2,0,0,,, +bettshu01,1922,1,PHI,NL,1,0,7,0,0,0,0,45,23,16,3,8,4,0.34,9.6,,1,0,1,76,2,17,,, +blankho01,1922,1,CHA,AL,0,0,4,0,0,0,0,39,21,7,1,5,3,0.38,4.85,,0,0,0,60,3,7,,, +blankte01,1922,1,CHA,AL,8,10,24,15,7,0,1,383,124,54,4,47,42,0.26,3.81,,3,2,0,530,7,58,,, +blumecl01,1922,1,NY1,NL,1,0,1,1,1,0,0,27,7,1,0,1,2,0.21,1,,1,0,0,35,0,3,,, +booneda01,1922,1,CLE,AL,4,6,11,10,4,2,0,226,87,34,3,19,9,0.29,4.06,,4,1,0,320,1,39,,, +bowleem01,1922,1,CHA,AL,0,0,1,0,0,0,0,3,2,3,0,1,0,0.5,27,,0,0,0,6,0,3,,, +braxtga01,1922,1,BSN,NL,1,2,25,4,2,0,0,200,75,25,3,24,15,0.28,3.38,,0,4,0,297,13,37,,, +brillji01,1922,1,WS1,AL,4,6,31,10,3,0,1,359,120,48,3,72,47,0.27,3.61,,4,8,2,536,16,58,,, +brownmy01,1922,1,PIT,NL,3,1,7,5,2,0,0,104,42,23,2,13,9,0.29,5.97,,0,0,0,156,1,25,,, +bushjo01,1922,1,NYA,AL,26,7,39,30,20,0,3,766,240,94,16,85,92,0.25,3.31,,5,1,0,1062,8,109,,, +cadorle01,1922,1,BRO,NL,8,15,29,21,13,0,0,571,224,92,13,57,49,0.29,4.35,,3,1,0,839,7,115,,, +carlsha01,1922,1,PIT,NL,9,12,39,18,6,0,2,436,193,92,10,58,64,0.32,5.7,,1,4,0,684,11,106,,, +causere01,1922,1,NY1,NL,4,3,24,2,1,0,1,212,69,25,2,34,13,0.26,3.18,,0,0,0,312,15,34,,, +cheevvi01,1922,1,CHN,NL,12,11,39,23,9,1,2,548,195,83,9,76,40,0.28,4.09,,1,10,0,802,9,99,,, +colebe01,1922,1,DET,AL,1,6,23,5,2,1,0,238,105,43,4,39,21,0.31,4.88,,1,1,1,383,12,60,,, +colliri01,1922,1,BOS,AL,14,11,32,29,15,3,0,632,219,88,4,103,69,0.27,3.76,,7,10,0,939,2,101,,, +coonejo01,1922,1,BSN,NL,1,2,4,3,1,0,0,75,19,6,0,6,7,0.22,2.16,,0,1,0,99,1,10,,, +coopewi01,1922,1,PIT,NL,23,14,41,37,27,4,0,884,330,104,13,61,129,0.28,3.18,,4,7,0,1251,3,130,,, +couchjo01,1922,1,CIN,NL,16,9,43,34,18,2,1,792,301,114,13,56,45,0.28,3.89,,2,5,0,1128,5,132,,, +courtha01,1922,1,WS1,AL,0,1,5,0,0,0,0,30,11,4,0,9,4,0.3,3.6,,1,0,0,37,3,4,,, +courtha01,1922,2,CHA,AL,5,6,18,11,5,0,0,260,100,48,5,37,28,0.29,4.98,,6,1,0,403,5,52,,, +covelst01,1922,1,CLE,AL,17,14,35,33,21,3,2,830,292,102,14,64,98,0.27,3.32,,4,2,0,1163,2,120,,, +coxer01,1922,1,CHA,AL,0,0,1,0,0,0,0,3,1,2,0,2,0,0.25,18,,0,0,0,6,0,2,,, +cvengmi01,1922,1,NY1,NL,0,1,1,1,1,0,0,27,6,4,1,3,3,0.19,4,,0,1,0,36,0,5,,, +danfoda01,1922,1,SLA,AL,5,2,20,10,3,0,1,239,93,29,1,38,48,0.3,3.28,,0,1,4,358,5,37,,, +daussho01,1922,1,DET,AL,13,13,39,25,12,1,4,656,251,102,7,59,78,0.28,4.2,,0,6,0,967,13,123,,, +davenlu01,1922,1,CHA,AL,1,1,9,1,0,0,0,50,14,20,2,13,9,0.23,10.8,,1,0,0,73,5,21,,, +davisdi01,1922,1,SLA,AL,11,6,25,25,7,2,0,523,162,79,10,87,65,0.25,4.08,,1,8,1,762,0,91,,, +decatar01,1922,1,BRO,NL,3,4,29,2,1,0,1,263,87,27,3,29,31,0.26,2.77,,1,1,1,374,18,31,,, +doakbi01,1922,1,SLN,NL,11,13,37,29,8,2,2,541,222,111,12,69,73,0.31,5.54,,5,3,1,800,5,127,,, +dodgesa01,1922,1,BOS,AL,0,0,3,0,0,0,0,18,11,3,0,3,3,0.37,4.5,,0,0,0,33,2,6,,, +donohpe01,1922,1,CIN,NL,18,9,33,30,18,2,1,726,257,84,7,43,66,0.27,3.12,,1,5,1,1003,3,110,,, +douglph01,1922,1,NY1,NL,11,4,24,21,9,1,0,473,154,46,6,35,33,0.25,2.63,,3,4,0,652,2,56,,, +drakelo01,1922,1,CLE,AL,0,0,1,0,0,0,0,9,4,1,0,2,1,0.36,3,,0,0,0,14,0,1,,, +duffla01,1922,1,CHA,AL,1,1,3,1,0,0,0,38,16,7,1,3,7,0.34,4.97,,1,0,0,53,1,7,,, +dyered01,1922,1,SLN,NL,0,0,2,0,0,0,0,11,7,1,0,0,3,0.41,2.45,,0,0,0,17,2,2,,, +eckerch01,1922,1,PHA,AL,0,2,21,0,0,0,0,150,61,26,7,23,15,0.31,4.68,,2,1,0,226,9,33,,, +edmonge01,1922,1,CLE,AL,0,0,2,0,0,0,0,6,4,2,0,0,0,0.44,9,,0,0,0,9,1,2,,, +edwarji01,1922,1,CLE,AL,3,8,25,7,0,0,0,278,113,46,1,40,44,0.31,4.47,,1,5,0,433,11,56,,, +ehmkeho01,1922,1,DET,AL,17,17,45,30,16,1,1,839,299,131,12,101,108,0.28,4.22,,1,23,1,1232,13,146,,, +ericker01,1922,1,WS1,AL,4,12,30,17,6,2,2,425,144,78,8,73,61,0.27,4.96,,3,3,1,622,10,95,,, +eubanue01,1922,1,CHN,NL,0,0,2,0,0,0,0,5,5,5,0,4,1,0.55,27,,1,0,0,16,0,9,,, +faberre01,1922,1,CHA,AL,21,17,43,38,31,4,2,1056,334,110,10,83,148,0.25,2.81,,2,6,0,1464,5,128,,, +fergual01,1922,1,BOS,AL,9,16,39,27,10,1,2,595,201,95,5,62,44,0.26,4.31,,2,6,0,851,7,108,,, +fillida01,1922,1,BSN,NL,5,9,25,12,5,1,2,351,143,59,6,37,25,0.31,4.54,,0,1,0,522,6,74,,, +fournja01,1922,1,SLN,NL,0,0,1,0,0,0,0,3,0,0,0,0,0,0,0,,0,0,0,,1,0,,, +francra01,1922,1,WS1,AL,7,18,39,26,15,2,2,675,265,107,7,66,64,0.3,4.28,,7,6,0,983,12,136,,, +freembu02,1922,1,CHN,NL,0,1,11,1,0,0,1,77,47,25,0,10,10,0.41,8.77,,0,2,0,131,5,28,,, +fullecu01,1922,1,BOS,AL,1,4,31,3,0,0,0,193,70,39,4,35,17,0.29,5.46,,2,5,2,293,17,40,,, +fussefr01,1922,1,CHN,NL,1,1,3,2,1,0,0,57,24,10,0,8,4,0.33,4.74,,0,0,0,81,0,11,,, +genewjo01,1922,1,BSN,NL,0,2,6,2,1,0,0,69,29,18,2,11,4,0.31,7.04,,0,0,0,108,3,19,,, +gilledu01,1922,1,CIN,NL,3,3,31,4,1,0,0,233,84,39,2,29,21,0.29,4.52,,1,4,0,336,19,43,,, +glaznwh01,1922,1,PIT,NL,11,12,34,26,10,1,1,579,238,94,9,52,77,0.3,4.38,,4,2,1,846,8,118,,, +gleasjo01,1922,1,WS1,AL,2,2,8,5,3,0,0,122,53,21,3,18,12,0.31,4.65,,2,1,0,190,3,26,,, +goodwma01,1922,1,SLN,NL,0,0,2,0,0,0,0,12,3,1,0,3,0,0.25,2.25,,1,0,0,18,1,1,,, +gordira01,1922,1,BRO,NL,0,0,5,0,0,0,0,34,13,11,3,8,5,0.28,8.74,,0,0,0,53,3,11,,, +grimebu01,1922,1,BRO,NL,17,14,36,34,18,1,1,777,324,137,17,84,99,0.3,4.76,,6,7,1,1153,1,157,,, +haineje01,1922,1,SLN,NL,11,9,29,26,11,2,0,549,207,78,10,45,62,0.28,3.84,,3,4,0,803,0,103,,, +hamando01,1922,1,CLE,AL,0,0,1,0,0,0,0,0,3,6,0,3,0,1,,,1,1,0,7,0,6,,, +hamilea01,1922,1,PIT,NL,11,7,33,14,9,1,2,480,183,71,6,40,34,0.29,3.99,,2,1,0,686,10,84,,, +harrisl01,1922,1,PHA,AL,9,20,47,32,13,0,3,689,262,128,19,94,102,0.29,5.02,,1,3,1,1024,10,148,,, +hastybo01,1922,1,PHA,AL,9,14,28,26,14,1,0,577,225,91,20,41,33,0.29,4.26,,5,3,0,833,0,110,,, +heimafr01,1922,1,PHA,AL,7,11,37,19,7,0,1,515,220,96,18,63,47,0.31,5.03,,3,3,0,784,11,117,,, +henrydu01,1922,1,SLA,AL,0,0,4,0,0,0,0,15,7,3,0,5,3,0.28,5.4,,1,0,0,31,1,3,,, +hillca01,1922,1,NY1,NL,2,1,8,4,0,0,0,85,33,15,0,5,6,0.29,4.76,,0,0,0,121,1,15,,, +hodgesh01,1922,1,CHA,AL,7,6,35,8,2,0,1,417,154,64,3,65,37,0.3,4.14,,1,2,0,605,22,73,,, +hollibo01,1922,1,PIT,NL,0,0,9,0,0,0,0,41,17,12,0,8,7,0.31,7.9,,1,1,0,63,6,14,,, +hollica01,1922,1,DET,AL,1,1,5,1,0,0,0,28,21,16,1,5,2,0.52,15.43,,0,2,0,50,1,16,,, +holloke01,1922,1,DET,AL,0,0,1,0,0,0,0,3,1,0,0,0,1,0.25,0,,0,0,0,5,1,1,,, +hoytwa01,1922,1,NYA,AL,19,12,37,31,17,3,0,795,271,101,13,76,95,0.26,3.43,,5,9,0,1117,3,114,,, +hubbebi01,1922,1,PHI,NL,7,15,35,24,11,1,1,567,257,105,14,41,33,0.31,5,,4,4,0,874,8,136,,, +hulihha01,1922,1,BSN,NL,2,3,7,6,2,0,0,120,40,14,0,26,16,0.27,3.15,,0,4,1,177,0,23,,, +jamiech01,1922,1,CLE,AL,0,0,2,0,0,0,0,17,7,2,0,4,2,0.31,3.18,,1,0,0,26,2,3,,, +jeanete01,1922,1,CLE,AL,0,0,1,0,0,0,0,0,0,0,0,1,0,0,,,0,0,0,1,0,0,,, +johnsfr01,1922,1,NY1,NL,0,2,2,2,1,0,0,54,20,8,3,1,8,0.29,4,,0,0,0,72,0,8,,, +johnssy01,1922,1,DET,AL,7,3,29,8,3,0,1,291,99,40,7,30,29,0.27,3.71,,2,4,0,407,13,52,,, +johnswa01,1922,1,WS1,AL,15,16,41,31,23,4,4,840,283,93,8,99,105,0.26,2.99,,3,7,0,1195,9,115,,, +jonespe01,1922,1,CHN,NL,8,9,44,24,7,2,1,486,197,86,10,68,45,0.31,4.78,,6,5,1,732,14,104,,, +jonessa01,1922,1,NYA,AL,13,13,45,28,20,0,8,780,270,106,16,76,81,0.27,3.67,,4,3,1,1091,15,132,,, +jonnacl01,1922,1,NY1,NL,6,1,33,0,0,0,5,288,96,41,7,28,44,0.27,3.84,,3,3,0,402,19,45,,, +karrbe01,1922,1,BOS,AL,5,12,41,13,7,0,1,550,212,91,10,45,41,0.3,4.47,,2,5,0,784,20,115,,, +kaufmto01,1922,1,CHN,NL,7,13,37,14,4,1,3,459,161,69,15,57,45,0.27,4.06,,4,5,1,667,18,81,,, +keckca01,1922,1,CIN,NL,7,6,27,15,5,1,1,393,138,49,4,29,27,0.27,3.37,,0,5,0,550,10,71,,, +keefeda01,1922,1,CLE,AL,0,0,18,1,0,0,0,109,47,25,2,12,11,0.33,6.19,,2,0,0,159,7,30,,, +keenvi01,1922,1,CHN,NL,1,2,7,3,2,0,1,104,36,15,4,10,11,0.27,3.89,,0,1,0,147,2,20,,, +ketchgu01,1922,1,PHA,AL,0,1,6,0,0,0,0,48,19,10,2,8,4,0.3,5.63,,0,1,0,74,3,12,,, +knighja01,1922,1,SLN,NL,0,0,1,1,0,0,0,12,9,4,0,3,1,0.47,9,,0,0,0,23,0,4,,, +kolpra01,1922,1,SLA,AL,14,4,32,18,9,1,0,509,199,74,10,36,54,0.29,3.93,,2,5,1,738,9,89,,, +lansige01,1922,1,BSN,NL,0,1,15,1,0,0,0,122,46,27,1,22,14,0.3,5.98,,2,0,0,183,8,28,,, +leverdi01,1922,1,CHA,AL,13,10,33,27,16,4,2,671,224,83,11,79,60,0.26,3.34,,2,3,1,963,5,95,,, +lindsji01,1922,1,CLE,AL,4,5,29,5,0,0,1,251,105,56,4,24,29,0.32,6.02,,1,3,2,372,13,60,,, +llewecl01,1922,1,NYA,AL,0,0,1,0,0,0,0,3,1,0,0,0,0,0.25,0,,0,0,0,4,1,0,,, +luquedo01,1922,1,CIN,NL,13,23,39,32,18,0,0,783,266,96,7,72,79,0.26,3.31,,4,1,2,1093,5,123,,, +mackfr01,1922,1,CHA,AL,2,2,8,4,1,1,0,103,36,14,2,16,11,0.28,3.67,,0,0,0,149,3,16,,, +mailsdu01,1922,1,CLE,AL,4,7,26,13,4,1,0,312,122,61,8,40,54,0.29,5.28,,2,4,0,477,7,69,,, +mamaual01,1922,1,BRO,NL,1,4,37,7,1,0,3,263,97,36,7,33,35,0.29,3.7,,1,2,0,383,15,46,,, +marklcl01,1922,1,CIN,NL,4,5,25,3,2,1,0,227,75,32,3,33,34,0.26,3.81,,0,0,0,328,16,41,,, +marquru01,1922,1,BSN,NL,11,15,39,24,7,0,1,594,255,112,12,66,57,0.32,5.09,,3,0,1,884,10,131,,, +martisp01,1922,1,CHN,NL,1,0,1,1,0,0,0,18,10,5,0,2,2,0.38,7.5,,0,0,0,28,0,5,,, +matthjo01,1922,1,BSN,NL,0,1,3,1,0,0,0,30,5,4,1,6,0,0.14,3.6,,0,1,0,44,2,6,,, +maysca01,1922,1,NYA,AL,12,14,34,29,21,1,2,720,257,96,12,50,41,0.28,3.6,,1,7,0,988,4,111,,, +mccabdi01,1922,1,CHA,AL,1,0,3,0,0,0,0,10,4,2,0,0,1,0.3,5.4,,0,0,0,13,2,2,,, +mcgresl01,1922,1,WS1,AL,0,0,1,0,0,0,0,5,4,2,0,2,1,0.5,10.8,,2,0,0,12,0,6,,, +mcnamti01,1922,1,BSN,NL,3,4,24,5,4,2,0,212,55,19,2,26,16,0.22,2.42,,2,1,0,280,14,26,,, +mcquihu01,1922,1,BSN,NL,5,10,28,17,7,0,0,408,154,64,3,56,33,0.29,4.24,,4,1,0,597,6,70,,, +mcquihu01,1922,2,NY1,NL,6,5,15,13,5,0,1,283,111,40,7,34,24,0.3,3.82,,3,0,0,413,2,48,,, +mcweedo01,1922,1,CHA,AL,0,1,4,1,0,0,0,32,13,7,0,7,5,0.32,5.91,,0,0,0,52,3,8,,, +meadole01,1922,1,PHI,NL,12,18,33,33,19,2,0,711,264,106,8,71,62,0.28,4.03,,5,11,2,1027,0,127,,, +meinehe01,1922,1,SLA,AL,0,0,1,0,0,0,0,12,5,2,1,2,0,0.31,4.5,,1,0,0,18,1,3,,, +metivde01,1922,1,CLE,AL,2,0,2,2,2,0,0,54,18,9,1,3,1,0.26,4.5,,0,1,0,72,0,9,,, +middljo01,1922,1,CLE,AL,0,1,2,1,0,0,0,22,8,6,1,6,2,0.28,7.36,,0,0,0,35,1,7,,, +millefr02,1922,1,BSN,NL,11,13,31,23,14,2,1,600,213,78,7,60,65,0.27,3.51,,3,2,0,851,5,100,,, +mitchcl01,1922,1,BRO,NL,0,3,5,3,0,0,0,38,28,20,0,7,1,0.46,14.21,,0,1,0,73,1,24,,, +mogrige01,1922,1,WS1,AL,18,13,34,32,18,3,0,755,300,100,12,72,61,0.3,3.58,,2,11,0,1204,2,120,,, +moorero01,1922,1,PHA,AL,0,3,15,6,0,0,0,152,65,43,1,32,29,0.31,7.64,,1,3,0,245,4,43,,, +moorero01,1922,2,DET,AL,0,0,9,0,0,0,2,59,29,13,0,10,9,0.36,5.95,,1,5,0,97,7,14,,, +morgacy02,1922,1,BSN,NL,0,0,2,0,0,0,0,4,8,4,0,2,0,0.66,27,,0,0,0,14,1,8,,, +morried02,1922,1,CHN,NL,0,0,5,0,0,0,0,36,22,11,1,6,5,0.38,8.25,,0,0,1,65,3,17,,, +morrijo04,1922,1,PIT,NL,17,11,45,33,20,5,1,859,315,109,10,87,104,0.28,3.43,,5,6,0,1231,10,130,,, +mortogu01,1922,1,CLE,AL,14,9,38,23,13,3,0,608,218,90,7,85,102,0.27,4,,5,4,0,899,7,117,,, +murrage01,1922,1,NYA,AL,4,2,22,2,0,0,0,170,53,25,0,26,14,0.25,3.97,,0,1,0,241,13,27,,, +murraji02,1922,1,BRO,NL,0,0,4,0,0,0,1,18,8,3,0,3,3,0.32,4.5,,0,0,0,28,4,3,,, +myersel01,1922,1,BOS,AL,0,1,3,1,0,0,0,17,10,11,1,3,1,0.37,17.47,,0,2,0,32,1,11,,, +nayloro01,1922,1,PHA,AL,10,15,35,26,11,0,0,514,212,90,7,51,37,0.3,4.73,,1,3,1,774,3,115,,, +nehfar01,1922,1,NY1,NL,19,13,37,35,20,2,1,805,286,98,15,64,60,0.27,3.29,,0,4,0,1125,2,122,,, +northlo01,1922,1,SLN,NL,10,3,53,11,4,0,4,449,164,74,4,64,84,0.28,4.45,,2,6,1,663,20,90,,, +odenwte01,1922,1,CLE,AL,0,0,1,0,0,0,0,4,6,6,0,2,2,0.6,40.5,,0,0,0,12,0,6,,, +odoulle01,1922,1,NYA,AL,0,0,6,0,0,0,0,48,24,6,0,12,5,0.35,3.38,,2,0,0,80,6,13,,, +oeschjo01,1922,1,BSN,NL,6,21,46,23,10,1,1,587,234,110,8,81,51,0.3,5.06,,11,8,1,891,15,137,,, +ogdencu01,1922,1,PHA,AL,1,4,15,6,4,0,0,217,59,25,4,33,20,0.23,3.11,,2,5,0,297,7,29,,, +oldhare01,1922,1,DET,AL,10,13,43,27,9,0,3,636,256,110,14,59,72,0.3,4.67,,4,11,0,938,9,130,,, +olsenol01,1922,1,DET,AL,7,6,37,15,5,0,3,411,147,69,8,40,52,0.28,4.53,,2,14,0,597,13,84,,, +oneilha01,1922,1,PHA,AL,0,0,1,0,0,0,0,9,2,1,0,1,0,0.2,3,,0,1,0,12,1,1,,, +osborti01,1922,1,CHN,NL,9,5,41,14,7,1,3,552,183,92,7,95,81,0.27,4.5,,4,12,1,814,15,113,,, +pennohe01,1922,1,BOS,AL,10,17,32,26,15,1,1,606,230,97,7,74,59,0.29,4.32,,7,1,0,885,3,108,,, +pertibi01,1922,1,SLN,NL,8,8,34,14,2,0,0,352,153,77,5,65,30,0.33,5.91,,4,3,0,544,9,94,,, +pfeffje01,1922,1,SLN,NL,19,12,44,32,19,1,2,784,286,104,12,58,83,0.27,3.58,,4,11,0,1124,6,126,,, +phillto01,1922,1,WS1,AL,3,7,17,7,2,1,0,210,72,38,2,22,19,0.27,4.89,,2,4,0,299,5,43,,, +piercbi01,1922,1,BOS,AL,3,9,29,12,7,1,0,364,140,63,2,62,24,0.3,4.67,,4,6,0,,10,77,,, +pillehe01,1922,1,DET,AL,19,12,40,37,18,4,1,824,270,87,6,95,71,0.25,2.85,,6,15,0,1183,3,110,,, +pintole01,1922,1,PHI,NL,0,1,9,0,0,0,0,74,31,14,1,14,4,0.32,5.11,,1,0,0,115,5,20,,, +pottne01,1922,1,CLE,AL,0,0,2,0,0,0,0,6,7,7,1,2,0,0.58,31.5,,0,0,0,15,1,7,,, +pruethu01,1922,1,SLA,AL,7,7,39,8,4,0,7,359,99,31,2,59,70,0.23,2.33,,1,5,0,509,23,48,,, +quinnja01,1922,1,BOS,AL,13,16,40,32,16,4,0,768,263,99,9,59,67,0.26,3.48,,3,3,1,1093,6,119,,, +rettiot01,1922,1,PHA,AL,1,2,4,4,1,0,0,55,18,10,0,12,3,0.26,4.91,,0,1,0,87,0,11,,, +ringji01,1922,1,PHI,NL,12,18,40,33,17,0,1,748,292,127,19,103,116,0.29,4.58,,11,3,0,1117,6,160,,, +rixeyep01,1922,1,CIN,NL,25,13,40,38,26,2,0,940,337,123,13,45,80,0.27,3.53,,3,4,1,1303,2,146,,, +roberch01,1922,1,CHA,AL,14,15,37,34,21,3,0,816,294,110,9,89,83,0.28,3.64,,0,4,1,1166,2,124,,, +rommeed01,1922,1,PHA,AL,27,13,51,33,22,3,2,882,294,107,21,63,54,0.26,3.28,,3,5,0,1203,16,128,,, +rudoldi01,1922,1,BSN,NL,0,2,3,3,1,0,0,48,22,9,2,5,3,0.32,5.06,,0,0,0,74,0,10,,, +ruethdu01,1922,1,BRO,NL,21,12,35,35,26,2,0,802,290,105,11,92,89,0.28,3.53,,1,6,0,1157,0,123,,, +russeal01,1922,1,BOS,AL,6,7,34,11,1,0,2,377,152,70,6,57,34,0.31,5.01,,1,5,0,573,14,81,,, +russejo01,1922,1,CHA,AL,0,1,4,1,0,0,1,20,7,5,0,4,3,0.28,6.75,,0,0,0,31,2,5,,, +ryanro01,1922,1,NY1,NL,17,12,46,20,12,1,3,575,194,64,5,74,75,0.26,3.01,,6,2,0,817,14,87,,, +schilre01,1922,1,PHA,AL,0,0,4,0,0,0,0,24,10,6,1,11,4,0.31,6.75,,0,0,0,45,2,6,,, +schneka01,1922,1,CIN,NL,0,0,10,0,0,0,0,60,21,6,0,18,5,0.3,2.7,,1,0,0,92,6,10,,, +schrepa01,1922,1,BRO,NL,0,0,1,0,0,0,0,3,2,0,0,0,0,0.5,0,,0,0,0,4,1,0,,, +schupfe01,1922,1,CHA,AL,4,4,18,12,3,1,0,222,79,50,4,66,38,0.28,6.08,,0,2,0,357,2,61,,, +scottja01,1922,1,CIN,NL,0,0,1,0,0,0,0,3,2,1,0,1,0,0.5,9,,0,0,0,6,1,1,,, +scottja01,1922,2,NY1,NL,8,2,17,10,5,0,2,239,83,39,7,23,37,0.26,4.41,,2,2,0,344,5,42,,, +sellep01,1922,1,SLN,NL,4,2,7,5,0,0,0,99,47,25,2,6,5,0.33,6.82,,1,2,0,149,0,26,,, +shautjo01,1922,1,CLE,AL,0,0,2,0,0,0,0,11,7,8,2,3,3,0.38,19.64,,0,0,0,21,1,8,,, +shawkbo01,1922,1,NYA,AL,20,12,39,34,22,3,1,899,286,97,16,98,130,0.25,2.91,,3,0,0,1253,4,112,,, +sheare01,1922,1,NY1,NL,0,3,11,2,0,0,0,69,22,12,2,11,5,0.25,4.7,,0,0,0,101,6,14,,, +sherdbi01,1922,1,SLN,NL,17,13,47,31,15,3,2,726,298,104,12,62,79,0.3,3.87,,1,5,0,1085,11,132,,, +shockur01,1922,1,SLA,AL,24,17,48,38,29,2,3,1044,365,115,22,57,149,0.27,2.97,,2,4,2,1441,8,141,,, +shrivha01,1922,1,BRO,NL,4,6,25,14,4,2,0,325,114,36,5,48,38,0.28,2.99,,5,2,0,468,8,49,,, +singljo01,1922,1,PHI,NL,1,10,22,9,3,1,0,279,127,61,6,38,27,0.34,5.9,,5,5,0,431,8,80,,, +smithge02,1922,1,PHI,NL,5,14,42,18,6,1,0,582,250,103,16,35,44,0.31,4.78,,7,6,1,849,17,124,,, +smithsh01,1922,1,BRO,NL,4,8,28,9,3,1,2,326,128,55,6,35,15,0.3,4.56,,2,7,0,481,9,71,,, +smithsh01,1922,2,CLE,AL,1,0,2,2,1,0,0,47,18,6,0,3,4,0.29,3.45,,0,0,0,65,0,7,,, +sothoal01,1922,1,CLE,AL,1,3,6,4,2,0,0,76,26,18,1,14,8,0.27,6.39,,0,2,0,117,2,22,,, +stoneli01,1922,1,DET,AL,4,4,17,7,2,0,0,188,76,49,3,35,18,0.31,7.04,,2,3,0,289,6,53,,, +stuarjo01,1922,1,SLN,NL,0,0,2,1,0,0,0,6,2,2,0,2,1,0.22,9,,0,1,1,12,1,4,,, +stuelge01,1922,1,CHN,NL,9,4,35,12,4,0,0,339,129,73,9,49,44,0.29,5.81,,3,5,1,501,21,81,,, +sulliji02,1922,1,PHA,AL,0,2,20,2,1,0,0,154,76,31,3,25,15,0.37,5.44,,4,1,0,245,6,43,,, +sullito02,1922,1,PHI,NL,0,0,3,0,0,0,0,24,16,10,0,5,2,0.41,11.25,,0,1,0,45,2,11,,, +toneyfr01,1922,1,NY1,NL,5,6,13,12,6,0,0,259,91,40,5,31,10,0.27,4.17,,2,2,1,370,0,44,,, +turklu01,1922,1,WS1,AL,0,0,5,0,0,0,0,35,16,9,0,5,1,0.34,6.94,,0,0,0,53,3,10,,, +uhlege01,1922,1,CLE,AL,22,16,50,40,23,5,3,862,328,130,6,89,82,0.29,4.07,,6,13,1,1263,8,147,,, +vanceda01,1922,1,BRO,NL,18,12,36,30,16,5,0,737,259,101,9,94,134,0.27,3.7,,5,8,0,1069,4,122,,, +vangiel01,1922,1,SLA,AL,19,13,43,30,19,3,4,735,248,93,13,48,63,0.27,3.42,,1,6,0,997,8,109,,, +walkero01,1922,1,SLN,NL,1,2,12,2,0,0,0,96,34,17,1,15,14,0.29,4.78,,2,0,1,139,6,20,,, +warmocy01,1922,1,WS1,AL,1,0,5,1,1,0,0,57,15,3,0,9,8,0.2,1.42,,0,0,0,82,2,6,,, +watsomu01,1922,1,BSN,NL,8,14,41,29,8,1,1,603,262,105,9,59,53,0.31,4.7,,1,5,0,914,8,140,,, +weinele01,1922,1,PHI,NL,8,11,34,22,10,0,1,500,189,63,10,70,58,0.28,3.4,,7,5,1,758,11,103,,, +wheelri01,1922,1,PIT,NL,0,0,1,0,0,0,0,3,1,0,0,2,0,0.33,0,,0,0,0,5,1,0,,, +wilkiro01,1922,1,CHA,AL,0,1,4,1,0,0,1,43,24,14,1,6,3,0.39,8.79,,0,1,0,69,1,15,,, +winnge01,1922,1,CLE,AL,1,2,8,3,1,0,0,101,44,17,2,5,7,0.31,4.54,,0,0,0,147,3,20,,, +winteje01,1922,1,PHI,NL,6,6,34,9,4,0,2,415,176,82,8,56,29,0.31,5.33,,1,4,0,636,16,100,,, +woodwfr01,1922,1,WS1,AL,0,0,1,0,0,0,0,7,3,3,0,3,2,0.37,11.57,,0,0,0,12,0,3,,, +wrighra02,1922,1,SLA,AL,9,7,31,16,5,0,5,462,148,50,7,50,44,0.26,2.92,,5,8,0,644,9,64,,, +yarriru01,1922,1,PHA,AL,1,2,18,1,0,0,0,101,50,31,4,12,10,0.36,8.29,,0,2,0,157,11,32,,, +yeargal01,1922,1,BSN,NL,0,1,1,1,1,0,0,21,5,1,1,2,1,0.19,1.29,,0,0,1,28,0,3,,, +yelloch01,1922,1,PIT,NL,3,1,28,5,2,0,0,233,92,39,0,20,24,0.3,4.52,,0,2,1,337,12,48,,, +youngch02,1922,1,WS1,AL,0,0,2,0,0,0,0,13,9,7,0,7,0,0.42,14.54,,0,2,1,32,1,9,,, +zachato01,1922,1,WS1,AL,15,10,32,25,13,1,1,554,190,64,6,43,37,0.27,3.12,,5,3,3,760,3,74,,, +zinnji01,1922,1,PIT,NL,0,0,5,0,0,0,1,29,11,2,1,2,3,0.29,1.86,,0,0,0,40,2,4,,, +abramge01,1923,1,CIN,NL,0,0,3,0,0,0,0,14,10,5,0,3,1,0.5,9.64,,0,0,0,24,1,5,,, +adamsba01,1923,1,PIT,NL,13,7,26,22,11,0,1,476,196,78,8,25,38,0.3,4.42,,1,1,0,676,2,83,,, +aldrivi01,1923,1,CHN,NL,16,9,30,30,15,2,0,651,209,84,17,67,64,0.25,3.48,,1,1,0,915,0,101,,, +alexape01,1923,1,CHN,NL,22,12,39,36,26,3,2,915,308,108,17,30,72,0.25,3.19,,2,0,0,1246,2,128,,, +bagbyji01,1923,1,PIT,NL,3,2,21,6,2,0,3,206,95,40,6,25,16,0.33,5.24,,0,1,0,321,10,49,,, +barfocl01,1923,1,SLN,NL,3,3,33,2,1,1,1,304,112,42,7,27,23,0.28,3.73,,1,1,0,428,22,49,,, +barneje01,1923,1,NY1,NL,3,1,12,4,1,0,1,108,48,25,1,13,12,0.32,6.25,,0,0,0,161,5,25,,, +barneje01,1923,2,BSN,NL,10,14,31,23,12,5,2,586,204,60,8,43,41,0.27,2.76,,1,0,0,813,5,86,,, +barnevi01,1923,1,NY1,NL,2,3,22,2,0,0,1,159,59,23,2,19,6,0.28,3.91,,1,0,0,232,7,31,,, +batchjo01,1923,1,BSN,NL,1,0,4,1,1,0,0,27,12,7,2,1,2,0.35,7,,0,1,0,38,3,7,,, +baynebi01,1923,1,SLA,AL,2,2,19,2,0,0,0,138,49,23,4,31,15,0.28,4.5,,0,3,0,209,7,25,,, +bedgoph01,1923,1,CLE,AL,0,2,9,2,0,0,0,56,16,11,0,14,7,0.24,5.3,,0,2,0,94,4,13,,, +behanpe01,1923,1,PHI,NL,3,12,31,17,5,0,2,393,182,80,11,57,27,0.33,5.5,,3,1,1,611,8,102,,, +bentlja01,1923,1,NY1,NL,13,8,31,26,12,1,3,549,198,91,10,67,80,0.27,4.48,,1,5,1,798,3,102,,, +bentola01,1923,1,BSN,NL,5,9,35,9,1,0,0,384,141,71,4,57,42,0.29,4.99,,3,4,0,561,10,78,,, +bentoru01,1923,1,CIN,NL,14,10,33,26,15,0,1,657,243,89,10,57,59,0.28,3.66,,3,5,0,938,5,106,,, +bettshu01,1923,1,PHI,NL,2,4,19,4,3,0,1,253,100,29,7,14,18,0.31,3.09,,1,4,0,357,11,38,,, +bishoji01,1923,1,PHI,NL,0,3,15,0,0,0,1,98,48,23,2,11,5,0.35,6.34,,1,3,0,153,9,31,,, +blackda01,1923,1,BOS,AL,0,0,2,0,0,0,0,3,2,0,0,0,0,0.5,0,,0,0,0,5,1,0,,, +blankho01,1923,1,CHA,AL,1,1,4,0,0,0,1,15,9,2,0,1,1,0.42,3.6,,1,0,0,24,1,5,,, +blankte01,1923,1,CHA,AL,9,14,44,23,9,1,0,614,219,99,8,100,57,0.28,4.35,,7,4,1,908,12,115,,, +blethcl01,1923,1,BOS,AL,0,0,5,0,0,0,0,53,29,14,0,7,2,0.38,7.13,,1,0,1,87,4,18,,, +blumecl01,1923,1,NY1,NL,2,0,12,1,0,0,0,72,22,10,0,20,2,0.26,3.75,,0,2,0,110,9,11,,, +boehlge01,1923,1,PIT,NL,1,3,10,3,1,0,0,85,33,19,1,26,12,0.31,6.04,,1,1,0,137,4,26,,, +booneda01,1923,1,CLE,AL,4,6,27,4,2,0,0,211,93,47,3,31,15,0.32,6.01,,0,3,0,335,10,56,,, +brillji01,1923,1,WS1,AL,0,1,12,0,0,0,0,54,27,14,1,12,8,0.36,7,,0,1,0,89,6,15,,, +burnsde01,1923,1,PHA,AL,2,1,4,3,2,0,0,81,21,6,1,7,8,0.21,2,,0,0,0,111,1,9,,, +bushgu01,1923,1,CHN,NL,0,0,1,0,0,0,0,3,1,0,0,0,2,0.25,0,,0,0,0,4,1,0,,, +bushjo01,1923,1,NYA,AL,19,15,37,30,22,3,0,827,263,105,7,117,125,0.26,3.43,,12,5,0,1173,5,115,,, +cadorle01,1923,1,BRO,NL,4,1,8,4,3,0,0,108,39,13,2,13,5,0.29,3.25,,1,0,0,152,3,14,,, +cadorle01,1923,2,CHA,AL,0,1,1,1,0,0,0,7,6,6,0,2,3,0.5,23.14,,0,0,0,15,0,7,,, +carlsha01,1923,1,PIT,NL,0,0,4,0,0,0,0,40,19,7,2,2,4,0.35,4.73,,0,1,0,59,2,9,,, +castnpa01,1923,1,CHA,AL,0,0,6,0,0,0,0,30,14,7,0,5,0,0.32,6.3,,1,0,0,51,3,9,,, +cheevvi01,1923,1,CHN,NL,3,4,19,8,0,0,0,214,89,49,8,37,13,0.31,6.18,,0,3,0,332,6,54,,, +clarkru01,1923,1,DET,AL,1,1,5,0,0,0,0,18,6,3,0,6,2,0.3,4.5,,0,1,0,27,1,3,,, +colebe01,1923,1,DET,AL,13,5,52,13,6,1,5,489,183,75,9,61,32,0.28,4.14,,0,5,0,733,26,95,,, +colliph01,1923,1,CHN,NL,1,0,1,1,0,0,0,15,8,2,0,1,2,0.4,3.6,,0,0,0,22,0,2,,, +colliri01,1923,1,DET,AL,3,7,17,14,3,1,0,277,104,50,3,22,25,0.28,4.87,,5,10,0,415,1,61,,, +connasa01,1923,1,CHA,AL,0,0,3,0,0,0,0,26,7,6,0,12,3,0.24,6.23,,0,0,0,44,1,6,,, +coonejo01,1923,1,BSN,NL,3,5,23,8,5,2,0,294,92,36,3,22,23,0.24,3.31,,2,3,1,406,12,43,,, +coopewi01,1923,1,PIT,NL,17,19,39,38,26,1,0,884,331,117,11,71,77,0.28,3.57,,2,11,0,1259,1,136,,, +couchjo01,1923,1,CIN,NL,2,7,19,8,1,0,0,208,98,46,2,15,14,0.34,5.97,,2,0,1,310,6,60,,, +couchjo01,1923,2,PHI,NL,2,4,11,7,2,0,0,195,91,38,4,21,18,0.33,5.26,,0,3,1,303,0,45,,, +covelst01,1923,1,CLE,AL,13,14,33,31,17,5,2,684,251,70,8,42,54,0.28,2.76,,1,2,0,957,2,98,,, +cvengmi01,1923,1,CHA,AL,12,13,40,26,14,0,3,643,216,105,6,107,86,0.26,4.41,,3,13,2,953,8,110,,, +danfoda01,1923,1,SLA,AL,16,14,38,26,16,0,1,679,221,99,4,87,96,0.26,3.94,,2,12,3,967,4,111,,, +daussho01,1923,1,DET,AL,21,13,50,39,22,4,3,948,331,127,10,78,105,0.27,3.62,,1,7,0,1340,9,140,,, +davenlu01,1923,1,CHA,AL,0,0,2,0,0,0,0,13,7,3,0,4,1,0.43,6.23,,0,0,0,20,0,4,,, +davisdi01,1923,1,SLA,AL,4,6,19,17,5,1,0,328,106,44,4,63,36,0.25,3.62,,1,5,0,493,1,61,,, +decatar01,1923,1,BRO,NL,3,3,36,5,2,0,3,293,101,28,3,32,25,0.26,2.58,,0,2,0,461,17,51,,, +dickele01,1923,1,BRO,NL,8,12,35,20,7,1,0,479,180,66,4,72,58,0.28,3.72,,7,2,1,744,12,95,,, +doakbi01,1923,1,SLN,NL,8,13,30,26,7,2,0,555,199,67,4,69,53,0.27,3.26,,2,3,0,802,2,85,,, +donohpe01,1923,1,CIN,NL,21,15,42,36,19,2,3,823,304,103,3,68,84,0.27,3.38,,2,10,0,1203,5,138,,, +drakelo01,1923,1,CLE,AL,0,0,4,0,0,0,0,13,2,2,0,4,2,0.13,4.15,,0,0,0,21,2,2,,, +dumovni01,1923,1,CHN,NL,3,5,28,8,1,0,1,282,118,48,4,45,23,0.31,4.6,,2,3,0,435,11,60,,, +dyered01,1923,1,SLN,NL,2,1,4,3,2,1,0,66,30,10,0,5,7,0.33,4.09,,0,1,0,97,0,10,,, +edmonge01,1923,1,CLE,AL,0,0,1,0,0,0,0,12,8,5,0,3,0,0.44,11.25,,0,1,0,22,0,5,,, +edwarji01,1923,1,CLE,AL,10,10,38,21,8,1,1,538,200,74,5,75,68,0.28,3.71,,2,5,1,808,9,101,,, +ehmkeho01,1923,1,BOS,AL,20,17,43,39,28,2,3,950,318,133,12,119,121,0.27,3.78,,2,20,0,1331,4,155,,, +ellioju01,1923,1,SLA,AL,0,0,1,0,0,0,0,3,1,3,0,3,0,0.33,27,,0,0,0,7,0,3,,, +embresl01,1923,1,CHA,AL,0,0,1,0,0,0,0,8,7,3,0,2,1,0.5,10.13,,0,0,0,18,0,6,,, +faberre01,1923,1,CHA,AL,14,11,32,31,15,2,0,697,233,88,6,62,91,0.25,3.41,,5,6,0,1000,1,114,,, +fergual01,1923,1,BOS,AL,9,13,34,27,11,0,0,595,229,89,5,67,72,0.29,4.04,,6,9,1,871,5,115,,, +fillida01,1923,1,BSN,NL,1,9,35,12,1,0,0,301,141,58,6,36,27,0.34,5.2,,1,1,0,463,16,74,,, +francra01,1923,1,DET,AL,5,8,33,6,0,0,1,238,95,39,2,28,27,0.3,4.42,,1,4,0,356,12,51,,, +fridask01,1923,1,WS1,AL,0,1,7,2,1,0,0,90,35,23,2,22,9,0.31,6.9,,1,2,0,141,3,27,,, +fryjo01,1923,1,CLE,AL,0,0,1,0,0,0,0,11,6,5,0,4,0,0.35,12.27,,0,0,0,21,1,5,,, +fullecu01,1923,1,BOS,AL,2,15,37,15,6,0,1,430,167,81,9,71,37,0.3,5.09,,6,6,0,657,13,108,,, +fussefr01,1923,1,CHN,NL,3,5,28,2,1,0,3,229,90,47,2,31,38,0.29,5.54,,3,3,0,348,22,51,,, +gardiar01,1923,1,PHI,NL,0,0,1,0,0,0,0,0,1,0,0,1,0,1,,,0,0,0,2,0,0,,, +gearidi01,1923,1,NY1,NL,1,1,6,2,1,0,0,72,23,9,1,10,9,0.26,3.38,,1,0,0,101,1,11,,, +genewjo01,1923,1,BSN,NL,13,14,43,24,12,1,1,682,272,94,15,46,54,0.3,3.72,,2,7,0,973,12,110,,, +gillecl01,1923,1,CHA,AL,1,3,5,3,1,1,0,64,28,13,2,6,2,0.33,5.48,,0,1,0,96,1,15,,, +gillha01,1923,1,CIN,NL,0,0,1,0,0,0,0,3,1,0,0,1,1,0.33,0,,0,0,0,4,1,0,,, +glaznwh01,1923,1,PIT,NL,2,1,7,4,1,1,1,90,29,11,5,11,8,0.25,3.3,,1,0,0,128,2,18,,, +glaznwh01,1923,2,PHI,NL,7,14,28,23,12,2,1,484,195,84,11,63,51,0.3,4.69,,2,6,0,726,4,104,,, +grantge02,1923,1,SLA,AL,0,0,4,0,0,0,0,26,15,5,0,3,2,0.39,5.19,,0,0,0,43,2,7,,, +grantji01,1923,1,PHI,NL,0,0,2,0,0,0,0,12,10,6,0,4,0,0.58,13.5,,2,1,0,23,1,8,,, +grimebu01,1923,1,BRO,NL,21,18,39,38,33,2,0,981,356,130,9,100,119,0.28,3.58,,6,11,0,1418,1,165,,, +haineje01,1923,1,SLN,NL,20,13,37,36,23,1,0,798,283,92,7,75,73,0.27,3.11,,5,5,0,1133,1,125,,, +hamilea01,1923,1,PIT,NL,7,9,28,15,5,0,1,423,148,59,6,42,42,0.27,3.77,,5,1,1,609,11,67,,, +harpeha01,1923,1,BRO,NL,0,1,1,1,0,0,0,11,8,6,2,3,4,0.42,14.73,,0,0,0,22,0,6,,, +harribi01,1923,1,CIN,NL,3,2,22,3,1,0,0,209,79,40,3,18,18,0.29,5.17,,0,3,0,301,11,42,,, +harrisl01,1923,1,PHA,AL,10,16,46,28,9,0,6,628,221,93,9,95,89,0.28,4,,3,2,1,914,14,114,,, +hastybo01,1923,1,PHA,AL,13,15,44,36,10,1,1,730,274,120,11,72,56,0.29,4.44,,4,9,0,1065,6,146,,, +headra01,1923,1,PHI,NL,2,9,35,13,5,0,0,397,185,98,13,57,24,0.34,6.66,,4,1,0,625,14,111,,, +heimafr01,1923,1,PHA,AL,6,12,40,19,10,0,0,625,238,100,14,69,63,0.29,4.32,,3,6,1,922,13,120,,, +henrydu01,1923,1,BRO,NL,4,6,17,9,5,2,0,283,105,41,9,28,28,0.28,3.91,,2,2,1,413,7,55,,, +holkewa01,1923,1,PHI,NL,0,0,1,0,0,0,0,1,1,0,0,0,0,0.5,0,,0,0,0,2,1,0,,, +hollibo01,1923,1,WS1,AL,3,7,17,8,1,0,0,218,72,33,3,50,26,0.27,4.09,,2,3,0,333,7,43,,, +holloke01,1923,1,DET,AL,11,10,42,24,7,1,1,582,232,96,12,75,55,0.3,4.45,,2,10,0,879,9,117,,, +howele01,1923,1,BOS,AL,1,0,12,2,0,0,0,90,23,8,0,7,7,0.21,2.4,,0,1,0,122,4,10,,, +hoytwa01,1923,1,NYA,AL,17,9,37,28,19,1,1,716,227,80,9,66,60,0.25,3.02,,1,4,0,993,7,97,,, +hubbebi01,1923,1,PHI,NL,1,6,22,5,1,0,0,165,102,51,13,17,8,0.39,8.35,,2,2,0,283,10,70,,, +hulveha01,1923,1,PHA,AL,0,1,1,1,0,0,0,21,10,6,1,2,2,0.35,7.71,,0,0,0,31,0,6,,, +huntzwa01,1923,1,NY1,NL,0,1,2,1,0,0,0,24,9,7,0,1,2,0.29,7.88,,1,0,0,33,0,7,,, +johnsfr01,1923,1,NY1,NL,2,0,3,2,1,0,0,51,11,8,2,7,5,0.17,4.24,,0,0,0,69,1,8,,, +johnssy01,1923,1,DET,AL,12,7,37,18,7,0,0,529,181,78,12,47,93,0.27,3.98,,3,3,0,734,10,82,,, +johnswa01,1923,1,WS1,AL,17,12,42,34,18,3,4,784,263,101,9,73,130,0.26,3.48,,2,20,0,1097,8,112,,, +jonesbr01,1923,1,PHI,NL,0,0,3,0,0,0,0,24,5,8,0,7,1,0.18,9,,0,0,0,35,1,8,,, +jonessa01,1923,1,NYA,AL,21,8,39,27,18,3,4,729,239,98,11,69,68,0.25,3.63,,3,6,0,1025,8,114,,, +jonnacl01,1923,1,NY1,NL,4,3,45,1,1,0,5,288,105,35,6,35,45,0.27,3.28,,4,0,0,421,25,45,,, +kaufmto01,1923,1,CHN,NL,14,10,33,24,18,2,3,619,209,71,14,67,72,0.26,3.1,,2,11,2,881,7,97,,, +keckca01,1923,1,CIN,NL,3,6,35,6,1,0,2,261,84,36,5,32,16,0.25,3.72,,0,3,0,375,18,49,,, +keenvi01,1923,1,CHN,NL,12,8,35,17,10,0,1,531,169,59,8,57,46,0.25,3,,2,5,0,738,15,70,,, +kelleal01,1923,1,PHA,AL,0,1,5,0,0,0,0,30,11,7,0,8,1,0.28,6.3,,1,0,0,49,2,9,,, +kellyre02,1923,1,PHA,AL,0,0,1,0,0,0,0,21,7,2,0,4,1,0.25,2.57,,0,0,0,33,1,3,,, +kinnewa01,1923,1,PHA,AL,0,1,5,1,0,0,0,36,11,10,0,9,9,0.22,7.5,,0,0,0,59,2,13,,, +kolpra01,1923,1,SLA,AL,5,12,34,17,11,1,1,514,178,74,11,54,44,0.27,3.89,,0,6,0,736,10,91,,, +kunzea01,1923,1,PIT,NL,1,2,21,2,1,0,1,137,48,28,2,24,12,0.29,5.52,,1,0,0,201,9,33,,, +leverdi01,1923,1,CHA,AL,10,13,38,24,9,0,3,578,212,87,6,64,64,0.28,4.06,,1,6,3,883,10,108,,, +levsedu01,1923,1,CLE,AL,0,0,3,0,0,0,0,13,4,0,0,0,1,0.26,0,,0,0,0,16,2,0,,, +lucasre01,1923,1,NY1,NL,0,0,3,0,0,0,1,16,9,0,0,4,3,0.34,0,,0,0,0,30,1,5,,, +luquedo01,1923,1,CIN,NL,27,8,41,37,28,6,2,966,279,69,2,88,151,0.23,1.93,,4,5,1,1301,4,90,,, +lyonste01,1923,1,CHA,AL,2,1,9,1,0,0,0,68,30,16,2,15,6,0.32,6.35,,3,1,1,113,5,21,,, +mackfr01,1923,1,CHA,AL,0,1,11,0,0,0,0,70,23,11,0,11,6,0.28,4.24,,0,0,0,99,7,13,,, +mamaual01,1923,1,BRO,NL,0,2,5,1,0,0,0,39,20,12,0,6,5,0.38,8.31,,1,0,0,61,2,13,,, +marbefi01,1923,1,WS1,AL,4,0,11,4,2,0,0,134,42,14,1,17,18,0.25,2.82,,0,3,0,190,5,16,,, +marquru01,1923,1,BSN,NL,11,14,38,29,11,3,0,717,265,99,10,65,78,0.28,3.73,,1,2,0,1015,6,127,,, +maysca01,1923,1,NYA,AL,5,2,23,7,2,0,0,244,119,56,8,32,16,0.35,6.2,,1,4,0,383,11,59,,, +mcgresl01,1923,1,WS1,AL,0,0,3,0,0,0,0,15,11,7,0,3,1,0.44,12.6,,0,0,0,28,3,9,,, +mcnamti01,1923,1,BSN,NL,3,13,32,16,3,0,0,418,185,76,8,29,32,0.32,4.91,,2,5,0,626,11,95,,, +mcquahe01,1923,1,CIN,NL,1,0,12,1,0,0,0,103,31,9,0,10,9,0.23,2.36,,1,3,1,144,10,11,,, +mcquihu01,1923,1,NY1,NL,15,14,38,32,15,5,0,689,224,87,12,66,75,0.25,3.41,,1,5,0,960,5,96,,, +meadole01,1923,1,PHI,NL,1,3,8,5,0,0,1,59,40,29,0,15,10,0.43,13.27,,1,0,0,109,3,32,,, +meadole01,1923,2,PIT,NL,16,10,31,25,17,1,0,681,250,76,3,44,66,0.28,3.01,,0,1,0,944,2,97,,, +meekero01,1923,1,PHA,AL,3,0,5,2,2,0,0,75,24,10,0,13,12,0.25,3.6,,0,0,0,111,3,10,,, +metivde01,1923,1,CLE,AL,4,2,26,5,1,0,1,220,111,53,1,38,9,0.36,6.5,,1,6,0,370,10,66,,, +millefr02,1923,1,BSN,NL,0,3,8,6,0,0,1,118,54,20,2,11,6,0.33,4.58,,1,3,0,180,2,26,,, +millere01,1923,1,PHI,NL,0,0,1,0,0,0,0,5,6,6,0,1,0,0.54,32.4,,0,0,0,12,0,6,,, +mitchcl01,1923,1,PHI,NL,9,10,29,19,8,1,0,418,170,73,8,46,41,0.29,4.72,,2,4,0,628,4,93,,, +mitchmo01,1923,1,WS1,AL,2,4,10,6,3,1,2,125,57,30,0,22,8,0.35,6.48,,0,1,0,197,2,35,,, +mogrige01,1923,1,WS1,AL,13,13,33,30,17,3,1,633,228,73,10,56,62,0.28,3.11,,2,3,0,886,2,90,,, +moorero01,1923,1,DET,AL,0,0,3,0,0,0,1,36,15,4,0,11,7,0.28,3,,0,0,0,63,3,4,,, +morrijo04,1923,1,PIT,NL,25,13,42,37,27,2,2,905,287,117,6,110,114,0.25,3.49,,9,5,0,1270,4,136,,, +mortogu01,1923,1,CLE,AL,6,6,33,14,3,2,1,388,133,61,3,56,54,0.27,4.24,,2,2,1,562,8,67,,, +murrage01,1923,1,BOS,AL,7,11,39,18,5,0,0,533,190,97,9,87,40,0.29,4.91,,5,7,0,782,11,111,,, +nayloro01,1923,1,PHA,AL,12,7,26,20,9,2,0,429,149,55,5,59,27,0.27,3.46,,4,0,0,623,2,68,,, +nehfar01,1923,1,NY1,NL,13,10,34,27,7,1,2,588,219,98,14,49,50,0.28,4.5,,4,2,0,840,5,112,,, +northlo01,1923,1,SLN,NL,3,4,34,3,0,0,1,215,90,41,8,31,24,0.3,5.15,,1,3,0,331,17,50,,, +odoulle01,1923,1,BOS,AL,1,1,23,1,0,0,0,159,69,32,2,31,10,0.33,5.43,,0,4,0,248,17,50,,, +oeschjo01,1923,1,BSN,NL,5,15,44,19,6,1,2,499,227,105,4,54,33,0.33,5.68,,3,5,1,758,18,117,,, +ogdencu01,1923,1,PHA,AL,1,2,18,2,0,0,0,139,63,29,2,32,14,0.33,5.63,,1,3,0,235,11,39,,, +olsenol01,1923,1,DET,AL,1,1,17,2,1,0,0,124,42,29,1,17,12,0.29,6.31,,3,5,0,180,4,30,,, +oneilha01,1923,1,PHA,AL,0,0,3,0,0,0,0,6,1,0,0,3,2,0.16,0,,0,0,0,9,0,0,,, +osborti01,1923,1,CHN,NL,8,15,37,25,8,1,1,539,174,91,14,89,69,0.25,4.56,,3,2,1,793,7,117,,, +ozmerdo01,1923,1,PHA,AL,0,0,1,0,0,0,0,6,1,1,0,1,1,0.16,4.5,,0,0,0,8,1,1,,, +pennohe01,1923,1,NYA,AL,19,6,35,27,21,1,3,715,235,83,11,68,93,0.26,3.13,,1,2,0,991,5,86,,, +pertibi01,1923,1,SLN,NL,0,0,1,1,0,0,0,7,2,1,0,3,0,0.25,3.86,,0,1,0,13,0,2,,, +pfeffje01,1923,1,SLN,NL,8,9,26,18,7,1,0,457,171,68,8,40,32,0.28,4.02,,1,9,0,667,4,80,,, +piercbi01,1923,1,BOS,AL,8,17,30,24,11,0,0,562,193,71,5,73,51,0.27,3.41,,6,14,0,815,4,105,,, +pillehe01,1923,1,DET,AL,14,19,47,36,14,0,1,751,280,107,7,83,64,0.28,3.85,,3,6,1,1089,9,138,,, +pipgrge01,1923,1,NYA,AL,1,3,8,2,2,0,0,100,34,22,2,25,12,0.27,5.94,,4,1,0,153,6,22,,, +pottesq01,1923,1,WS1,AL,0,0,1,0,0,0,0,9,11,7,0,4,1,0.68,21,,1,0,0,20,1,9,,, +proctre01,1923,1,CHA,AL,0,0,2,0,0,0,0,12,11,6,0,2,0,0.55,13.5,,0,0,0,23,1,8,,, +pruethu01,1923,1,SLA,AL,4,7,32,8,3,0,2,313,109,50,3,64,59,0.27,4.31,,2,3,0,473,14,57,,, +quinnja01,1923,1,BOS,AL,13,17,42,28,16,1,7,729,302,105,6,53,71,0.31,3.89,,1,6,1,1052,11,125,,, +raganpa01,1923,1,PHI,NL,0,0,1,0,0,0,0,9,6,2,1,0,0,0.4,6,,0,0,0,15,0,2,,, +ringji01,1923,1,PHI,NL,18,16,39,36,23,0,0,913,336,131,13,115,112,0.28,3.87,,14,1,2,1333,2,151,,, +rixeyep01,1923,1,CIN,NL,20,15,42,37,23,3,1,927,334,96,3,65,97,0.28,2.8,,6,4,0,1294,4,124,,, +roberch01,1923,1,CHA,AL,13,18,38,34,18,1,0,765,262,108,8,104,91,0.27,3.81,,5,5,0,1110,4,126,,, +roecl01,1923,1,WS1,AL,0,1,1,1,0,0,0,5,0,0,0,6,2,0,0,,3,0,0,12,0,4,,, +roettos01,1923,1,NYA,AL,0,0,5,0,0,0,1,35,16,11,3,12,7,0.34,8.49,,2,0,0,61,5,15,,, +rommeed01,1923,1,PHA,AL,18,19,56,31,19,3,5,893,306,108,14,108,76,0.27,3.27,,6,1,0,1292,20,141,,, +rootch01,1923,1,SLA,AL,0,4,27,2,0,0,0,180,68,38,4,18,27,0.3,5.7,,1,6,0,263,15,45,,, +rudoldi01,1923,1,BSN,NL,1,2,4,4,1,1,0,58,27,8,0,10,3,0.33,3.72,,0,1,0,93,0,12,,, +ruethdu01,1923,1,BRO,NL,15,14,34,34,20,0,0,825,308,129,11,86,87,0.28,4.22,,4,6,0,1191,0,157,,, +russeal01,1923,1,WS1,AL,10,7,52,5,4,0,9,544,177,61,9,77,67,0.27,3.03,,3,2,0,772,28,81,,, +ryanro01,1923,1,NY1,NL,16,5,45,15,7,0,4,518,169,67,8,46,58,0.25,3.49,,4,2,0,723,18,77,,, +schemfr01,1923,1,WS1,AL,0,0,1,0,0,0,0,3,3,3,0,0,0,0.6,27,,0,0,0,6,1,3,,, +schneka01,1923,1,CIN,NL,0,0,1,0,0,0,0,3,2,4,0,2,0,0.66,36,,0,0,0,7,0,4,,, +schrepa01,1923,1,BRO,NL,0,0,9,0,0,0,1,45,16,7,1,8,4,0.27,4.2,,1,2,0,71,5,9,,, +scottja01,1923,1,NY1,NL,16,7,40,25,9,3,1,660,223,95,15,65,79,0.26,3.89,,2,4,0,930,11,104,,, +sedgwdu01,1923,1,WS1,AL,0,1,5,2,1,0,0,48,27,14,1,6,4,0.41,7.88,,0,0,0,74,3,17,,, +sellep01,1923,1,SLN,NL,0,1,5,1,0,0,0,45,16,10,1,8,2,0.29,6,,1,0,0,65,3,10,,, +shautjo01,1923,1,CLE,AL,10,8,33,16,7,0,0,516,176,67,4,53,61,0.27,3.51,,1,1,0,718,10,93,,, +shawkbo01,1923,1,NYA,AL,16,11,36,31,17,1,1,776,232,101,17,102,125,0.24,3.51,,8,4,0,1076,3,114,,, +sherdbi01,1923,1,SLN,NL,15,13,39,26,14,0,2,675,270,108,15,59,78,0.29,4.32,,4,6,1,999,9,127,,, +shockur01,1923,1,SLA,AL,20,12,43,35,24,3,5,832,292,105,12,49,109,0.27,3.41,,2,3,0,1154,7,122,,, +shrivha01,1923,1,BRO,NL,0,0,1,1,0,0,0,12,8,3,0,0,1,0.44,6.75,,0,0,0,19,0,3,,, +smithge02,1923,1,BRO,NL,3,6,25,7,3,0,1,273,99,37,4,28,15,0.27,3.66,,0,3,0,395,11,53,,, +smithsh01,1923,1,CLE,AL,9,6,30,16,10,1,1,372,129,45,4,37,23,0.26,3.27,,0,2,1,526,9,62,,, +staufed01,1923,1,CHN,NL,0,0,1,0,0,0,0,6,5,3,0,1,0,0.55,13.5,,0,0,0,12,1,3,,, +steinra01,1923,1,PIT,NL,2,0,15,2,1,0,0,165,58,29,3,18,23,0.27,4.75,,0,2,0,233,6,30,,, +stimsca01,1923,1,BOS,AL,0,0,2,0,0,0,0,12,12,10,0,5,1,0.75,22.5,,1,1,0,24,2,10,,, +stonear01,1923,1,PIT,NL,0,1,9,0,0,0,0,37,19,11,0,4,2,0.35,8.03,,0,0,0,58,5,12,,, +stoneti01,1923,1,SLN,NL,0,0,1,0,0,0,0,9,5,4,1,3,1,0.45,12,,1,0,0,14,1,4,,, +stuarjo01,1923,1,SLN,NL,9,5,37,10,7,1,3,449,139,71,11,70,55,0.25,4.27,,2,9,0,648,17,82,,, +stuelge01,1923,1,CHN,NL,0,1,6,0,0,0,0,24,11,5,0,5,2,0.47,5.63,,3,0,0,39,2,7,,, +sulliji02,1923,1,CLE,AL,0,1,3,0,0,0,0,15,10,8,0,5,4,0.47,14.4,,0,1,0,28,0,10,,, +thurssl01,1923,1,SLA,AL,0,0,2,1,0,0,0,12,8,3,0,2,0,0.42,6.75,,0,0,0,22,1,4,,, +thurssl01,1923,2,CHA,AL,7,8,44,12,8,0,4,575,223,65,11,36,55,0.3,3.05,,0,1,0,796,29,70,,, +toneyfr01,1923,1,SLN,NL,11,12,29,28,16,1,0,590,211,84,8,61,48,0.28,3.84,,4,6,0,847,1,104,,, +uhlege01,1923,1,CLE,AL,26,16,54,44,29,1,5,1073,378,150,8,102,109,0.27,3.77,,3,12,0,1548,8,167,,, +vanceda01,1923,1,BRO,NL,18,15,37,35,21,3,0,841,263,109,10,100,197,0.25,3.5,,5,11,0,1187,2,127,,, +vangiel01,1923,1,SLA,AL,16,17,41,35,20,4,1,847,276,96,11,120,74,0.26,3.06,,5,6,0,1210,5,129,,, +walberu01,1923,1,NY1,NL,0,0,2,0,0,0,0,15,4,1,0,1,1,0.21,1.8,,0,0,0,20,0,2,,, +walberu01,1923,2,PHA,AL,4,8,26,10,4,0,0,345,122,68,10,60,38,0.28,5.32,,1,2,0,514,10,77,,, +warmocy01,1923,1,WS1,AL,7,5,21,13,4,0,0,315,103,50,4,76,45,0.26,4.29,,1,1,1,481,5,64,,, +watsomu01,1923,1,BSN,NL,1,2,11,4,1,0,1,94,42,18,2,20,10,0.33,5.17,,0,0,0,150,4,26,,, +watsomu01,1923,2,NY1,NL,8,5,17,15,8,0,0,325,117,41,11,21,26,0.28,3.41,,0,1,1,447,0,43,,, +weinele01,1923,1,PHI,NL,4,17,38,20,8,0,1,468,207,94,10,81,46,0.32,5.42,,8,8,1,738,12,131,,, +wellsed01,1923,1,DET,AL,0,0,7,0,0,0,0,30,11,6,0,6,6,0.3,5.4,,0,0,0,44,6,6,,, +wheelri01,1923,1,CHN,NL,1,2,3,3,1,0,0,72,28,13,2,5,5,0.29,4.88,,0,3,0,105,0,14,,, +whiteea01,1923,1,DET,AL,2,0,8,3,1,0,0,99,22,10,2,15,19,0.18,2.73,,1,3,1,139,2,14,,, +wiginfr01,1923,1,SLN,NL,0,0,4,0,0,0,0,25,11,3,0,5,2,0.36,3.24,,0,0,0,39,0,4,,, +wingfte01,1923,1,WS1,AL,0,0,1,0,0,0,0,3,0,0,0,0,1,0,0,,0,0,0,3,1,0,,, +winnge01,1923,1,CLE,AL,0,0,1,0,0,0,0,6,0,0,0,1,0,0,0,,0,0,0,7,1,0,,, +winteje01,1923,1,PHI,NL,1,6,21,6,1,0,1,235,116,64,7,39,23,0.34,7.35,,3,4,0,387,7,76,,, +wolfech01,1923,1,PHA,AL,0,0,3,0,0,0,0,29,6,4,1,8,1,0.19,3.72,,0,0,0,40,3,4,,, +woodwfr01,1923,1,CHA,AL,0,1,2,1,0,0,0,6,5,3,0,1,0,0.5,13.5,,0,0,0,12,1,3,,, +wrighra02,1923,1,SLA,AL,7,4,20,8,4,0,0,248,107,59,6,34,26,0.31,6.42,,3,5,0,386,4,64,,, +zachato01,1923,1,WS1,AL,10,16,35,29,10,0,0,613,270,102,9,63,40,0.32,4.49,,1,4,0,937,4,117,,, +zahnipa01,1923,1,WS1,AL,9,10,33,21,10,1,0,531,201,76,7,76,52,0.29,3.86,,6,3,0,791,5,103,,, +adamsba01,1924,1,PIT,NL,3,1,9,3,2,0,0,119,31,5,1,3,5,0.2,1.13,,1,0,0,154,3,5,,, +aldrivi01,1924,1,CHN,NL,15,12,32,32,20,0,0,733,261,95,10,80,74,0.27,3.5,,3,7,0,1051,0,110,,, +alexape01,1924,1,CHN,NL,12,5,21,20,12,0,0,508,183,57,9,25,33,0.27,3.03,,1,1,0,708,0,82,,, +altroni01,1924,1,WS1,AL,0,0,1,0,0,0,0,6,4,0,0,0,0,0.5,0,,0,0,0,8,1,1,,, +baldwha01,1924,1,NY1,NL,3,1,10,2,1,0,0,101,42,16,5,11,5,0.3,4.28,,2,0,0,150,4,18,,, +barnebo01,1924,1,CHA,AL,0,0,2,0,0,0,0,14,14,10,1,0,1,0.51,19.29,,0,0,0,29,2,11,,, +barneje01,1924,1,BSN,NL,15,20,37,32,21,4,0,803,292,96,7,53,49,0.28,3.23,,0,0,0,1109,4,115,,, +barnevi01,1924,1,NY1,NL,16,10,35,29,15,1,3,688,239,78,10,57,59,0.27,3.06,,1,0,1,958,4,87,,, +barnhed01,1924,1,SLA,AL,0,0,1,0,0,0,0,3,0,0,0,2,0,0,0,,0,0,0,5,0,0,,, +batchjo01,1924,1,BSN,NL,0,0,3,0,0,0,0,14,4,2,0,2,2,0.23,3.86,,0,0,0,19,0,2,,, +baumgst01,1924,1,PHA,AL,13,6,36,16,12,1,4,543,181,58,6,73,45,0.27,2.88,,2,4,0,776,12,72,,, +baynebi01,1924,1,SLA,AL,1,3,22,3,0,0,0,152,47,25,4,29,20,0.25,4.44,,1,7,1,232,8,29,,, +beallwa01,1924,1,NYA,AL,2,0,4,2,0,0,0,69,19,9,2,17,18,0.23,3.52,,3,0,0,98,1,11,,, +beckbo01,1924,1,SLA,AL,0,0,1,0,0,0,0,3,2,0,0,1,0,0.66,0,,0,0,0,5,1,0,,, +bellhi01,1924,1,SLN,NL,3,8,28,11,5,0,1,340,124,62,5,29,29,0.29,4.92,,3,5,0,474,8,68,,, +bentlja01,1924,1,NY1,NL,16,5,28,24,13,1,1,564,196,79,11,56,60,0.27,3.78,,1,4,0,788,2,85,,, +bentola01,1924,1,BSN,NL,5,7,30,13,4,0,1,384,129,59,4,64,41,0.27,4.15,,4,3,0,555,11,63,,, +bentoru01,1924,1,CIN,NL,7,9,32,15,6,1,1,488,166,50,2,24,42,0.26,2.77,,4,4,1,671,7,70,,, +berlyja01,1924,1,SLN,NL,0,0,4,0,0,0,0,24,8,5,2,4,2,0.26,5.63,,0,0,0,34,4,5,,, +bettshu01,1924,1,PHI,NL,7,10,37,9,2,0,2,433,160,69,8,42,46,0.28,4.3,,1,5,0,624,19,76,,, +bishoji01,1924,1,PHI,NL,0,1,7,1,0,0,0,50,24,12,3,7,3,0.34,6.48,,1,0,0,78,4,14,,, +blakesh01,1924,1,CHN,NL,6,6,29,11,4,0,1,319,123,54,3,44,42,0.29,4.57,,1,2,0,469,8,58,,, +blankte01,1924,1,CHA,AL,7,6,25,11,7,0,1,388,167,72,1,38,36,0.31,5.01,,0,1,0,582,7,79,,, +bretthe01,1924,1,CHN,NL,0,0,1,1,0,0,0,16,6,3,0,7,1,0.3,5.06,,0,0,0,29,0,4,,, +browefr01,1924,1,CLE,AL,0,0,4,0,0,0,0,29,7,1,0,4,0,0.21,0.93,,0,1,0,39,4,2,,, +burnsde01,1924,1,PHA,AL,6,8,37,17,7,0,1,462,191,87,3,68,26,0.31,5.08,,0,1,1,707,9,101,,, +bushgu01,1924,1,CHN,NL,2,5,16,8,4,0,0,242,91,36,7,24,36,0.28,4.02,,2,2,0,349,4,51,,, +bushjo01,1924,1,NYA,AL,17,16,39,31,19,3,1,756,262,100,9,109,80,0.27,3.57,,7,7,0,1112,6,117,,, +cadorle01,1924,1,NY1,NL,0,0,2,0,0,0,0,12,2,0,0,3,2,0.15,0,,0,0,0,16,1,0,,, +carlsha01,1924,1,PHI,NL,8,17,38,24,12,1,2,611,267,110,9,55,66,0.32,4.86,,2,3,1,895,9,122,,, +cheevvi01,1924,1,CLE,AL,0,0,8,1,0,0,0,52,26,15,2,17,2,0.38,7.79,,0,1,0,90,1,17,,, +clarkru01,1924,1,DET,AL,0,0,2,0,0,0,0,16,3,2,0,5,1,0.15,3.38,,0,1,0,25,1,2,,, +clarkwa02,1924,1,CLE,AL,1,3,12,1,0,0,0,77,38,20,0,14,6,0.34,7.01,,2,2,0,133,4,27,,, +colebe01,1924,1,DET,AL,3,9,28,11,2,1,2,328,135,57,4,35,16,0.31,4.69,,2,4,0,482,11,69,,, +colliri01,1924,1,DET,AL,14,7,34,30,11,1,0,648,199,77,6,63,75,0.24,3.21,,4,4,0,893,2,99,,, +connasa01,1924,1,CHA,AL,7,13,44,13,6,0,6,480,177,72,4,68,55,0.29,4.05,,4,9,0,726,24,95,,, +coonejo01,1924,1,BSN,NL,8,9,34,19,12,2,2,543,176,64,4,50,67,0.26,3.18,,2,4,1,753,12,79,,, +coopewi01,1924,1,PIT,NL,20,14,38,35,25,4,1,806,296,98,13,40,62,0.28,3.28,,2,5,0,1109,3,116,,, +couchjo01,1924,1,PHI,NL,4,8,37,6,3,0,3,411,170,72,13,39,23,0.3,4.73,,2,1,1,614,13,97,,, +covelst01,1924,1,CLE,AL,15,16,37,33,18,2,0,721,286,108,6,73,58,0.29,4.04,,5,4,0,1077,3,140,,, +cvengmi01,1924,1,CHA,AL,3,12,26,15,2,0,0,317,119,69,5,67,36,0.3,5.88,,3,3,0,503,5,80,,, +danfoda01,1924,1,SLA,AL,15,12,41,27,11,1,4,659,246,110,16,69,65,0.29,4.51,,1,3,1,949,10,126,,, +daussho01,1924,1,DET,AL,12,11,40,10,5,0,6,394,155,67,6,40,44,0.3,4.59,,0,1,0,580,20,78,,, +davenlu01,1924,1,CHA,AL,0,0,1,0,0,0,0,6,1,0,0,2,1,0.12,0,,0,0,0,10,0,1,,, +davisdi01,1924,1,SLA,AL,11,13,29,24,11,5,0,481,159,73,9,72,45,0.26,4.1,,2,6,0,712,3,84,,, +dawsojo01,1924,1,CLE,AL,1,2,4,4,0,0,0,61,24,15,0,21,7,0.3,6.64,,1,1,0,103,0,17,,, +daype01,1924,1,SLN,NL,1,1,3,3,1,0,0,53,22,9,0,6,3,0.3,4.58,,0,0,0,82,0,11,,, +deanwa01,1924,1,NY1,NL,6,12,26,20,6,0,0,377,139,70,9,45,39,0.28,5.01,,2,5,2,558,4,80,,, +decatar01,1924,1,BRO,NL,10,9,31,10,3,0,1,379,156,58,12,27,38,0.3,4.13,,3,4,0,553,12,74,,, +delanar01,1924,1,SLN,NL,1,0,8,1,1,0,0,60,19,4,0,6,2,0.25,1.8,,0,0,0,82,6,4,,, +dibutpe01,1924,1,CIN,NL,3,0,7,2,2,0,0,110,24,9,1,12,15,0.18,2.21,,0,0,0,142,5,9,,, +dickele01,1924,1,BRO,NL,0,0,7,2,0,0,0,59,20,12,0,16,9,0.26,5.49,,3,2,0,96,4,16,,, +dickele01,1924,2,SLN,NL,7,4,18,13,8,1,0,359,108,32,6,51,28,0.24,2.41,,1,0,1,490,4,43,,, +doakbi01,1924,1,SLN,NL,2,1,11,1,0,0,3,66,25,8,0,14,7,0.31,3.27,,1,0,0,98,6,8,,, +doakbi01,1924,2,BRO,NL,11,5,21,16,8,2,0,448,130,51,8,35,32,0.23,3.07,,1,3,0,597,5,58,,, +dobbjo01,1924,1,CHA,AL,0,0,2,0,0,0,0,6,4,2,0,1,2,0.4,9,,0,0,0,11,2,2,,, +donohpe01,1924,1,CIN,NL,16,9,35,32,16,3,0,667,248,89,9,36,72,0.28,3.6,,3,9,0,934,3,100,,, +drakelo01,1924,1,CLE,AL,0,1,5,1,0,0,0,34,18,13,0,10,8,0.4,10.32,,1,1,0,59,2,15,,, +dyered01,1924,1,SLN,NL,8,11,29,15,7,1,0,410,174,70,6,51,23,0.33,4.61,,1,4,0,599,10,82,,, +edmonge01,1924,1,CLE,AL,0,0,5,1,0,0,0,24,10,8,1,5,3,0.29,9,,0,0,0,39,0,8,,, +edwarji01,1924,1,CLE,AL,4,3,10,7,5,1,0,171,64,18,3,34,15,0.3,2.84,,0,0,0,258,0,29,,, +ehmkeho01,1924,1,BOS,AL,19,17,45,36,26,4,4,945,324,121,9,81,119,0.26,3.46,,4,11,0,1377,6,139,,, +ehrharu01,1924,1,BRO,NL,5,3,15,9,6,2,0,251,71,21,5,17,13,0.23,2.26,,0,1,0,326,3,27,,, +faberre01,1924,1,CHA,AL,9,11,21,20,9,0,0,484,173,69,5,58,47,0.28,3.85,,4,2,0,717,1,78,,, +fergual01,1924,1,BOS,AL,14,17,41,32,15,0,2,713,259,100,6,108,78,0.28,3.79,,2,6,3,1086,6,114,,, +fitzkpa01,1924,1,CLE,AL,0,0,1,0,0,0,0,12,5,2,0,3,1,0.31,4.5,,0,0,0,19,0,2,,, +foremha01,1924,1,CHA,AL,0,0,3,0,0,0,0,12,7,1,0,4,1,0.46,2.25,,0,0,0,20,2,3,,, +fowleje01,1924,1,SLN,NL,1,1,13,3,0,0,0,98,28,16,0,18,5,0.22,4.41,,1,2,0,147,6,21,,, +fuhros01,1924,1,BOS,AL,3,6,23,10,4,1,0,241,100,53,1,39,30,0.31,5.94,,1,5,0,381,4,71,,, +fullecu01,1924,1,BOS,AL,7,12,33,20,9,0,2,456,166,73,1,73,33,0.28,4.32,,3,6,0,688,7,93,,, +gastomi01,1924,1,NYA,AL,5,3,29,2,0,0,1,258,92,43,3,44,24,0.28,4.5,,3,6,3,393,20,48,,, +gearidi01,1924,1,NY1,NL,1,2,6,3,2,0,0,87,30,8,3,16,4,0.27,2.48,,0,0,0,129,2,9,,, +gearidi01,1924,2,BSN,NL,0,1,1,1,0,0,0,0,3,5,0,2,0,1,,,0,0,0,5,0,5,,, +genewjo01,1924,1,BSN,NL,10,19,34,27,11,2,1,601,258,116,4,65,43,0.32,5.21,,4,8,1,888,6,136,,, +glaznwh01,1924,1,PHI,NL,7,16,35,24,8,2,0,470,210,103,14,63,41,0.33,5.92,,2,4,0,701,6,108,,, +grahask01,1924,1,BSN,NL,0,4,5,4,1,0,0,99,33,14,0,11,15,0.28,3.82,,0,0,0,132,1,14,,, +grantge02,1924,1,SLA,AL,1,2,22,2,0,0,0,154,69,36,4,25,11,0.32,6.31,,1,1,0,248,6,42,,, +graydo02,1924,1,PHA,AL,8,7,34,19,8,2,2,455,169,67,5,89,54,0.28,3.98,,3,6,0,710,9,95,,, +greenke01,1924,1,NY1,NL,0,1,1,1,0,0,0,9,9,5,1,1,1,0.5,15,,0,0,0,19,0,8,,, +greenne01,1924,1,BRO,NL,0,1,4,1,0,0,0,27,14,4,1,2,3,0.35,4,,0,0,0,42,3,6,,, +grimebu01,1924,1,BRO,NL,22,13,38,36,30,1,1,932,351,132,15,91,135,0.28,3.82,,5,6,0,1345,1,161,,, +haineje01,1924,1,SLN,NL,8,19,35,31,16,1,0,668,275,109,14,66,69,0.3,4.41,,6,5,1,982,2,129,,, +hamilea01,1924,1,PHI,NL,0,1,3,0,0,0,0,18,9,7,0,2,2,0.39,10.5,,1,1,0,26,0,9,,, +harribi01,1924,1,CIN,NL,0,0,3,0,0,0,0,21,10,7,0,2,5,0.32,9,,0,0,0,33,1,7,,, +harrisl01,1924,1,PHA,AL,6,10,36,12,4,1,2,369,138,64,5,62,45,0.29,4.68,,1,3,0,569,13,78,,, +hastybo01,1924,1,PHA,AL,1,3,18,4,0,0,0,158,57,33,4,30,15,0.28,5.64,,2,1,0,246,11,36,,, +heimafr01,1924,1,PHA,AL,14,12,40,26,10,0,0,594,243,104,2,60,60,0.3,4.73,,0,4,2,893,9,122,,, +henrydu01,1924,1,BRO,NL,1,2,16,4,0,0,0,138,69,29,0,15,11,0.35,5.67,,1,0,0,216,10,33,,, +hollibo01,1924,1,BRO,NL,1,0,3,1,1,0,0,26,8,6,0,10,7,0.26,6.23,,0,0,0,39,0,6,,, +holloke01,1924,1,DET,AL,14,6,49,14,5,0,3,544,209,82,6,61,46,0.29,4.07,,1,6,1,798,21,105,,, +howele01,1924,1,BOS,AL,1,0,4,0,0,0,0,22,11,6,1,2,3,0.42,7.36,,0,1,0,31,1,6,,, +hoytwa01,1924,1,NYA,AL,18,13,46,32,14,2,4,741,295,104,8,76,71,0.3,3.79,,1,3,0,1098,13,117,,, +hubbebi01,1924,1,PHI,NL,10,9,36,22,9,2,2,537,233,96,9,45,30,0.32,4.83,,4,2,0,783,10,103,,, +huntzwa01,1924,1,NY1,NL,1,1,12,2,0,0,1,97,41,16,3,9,6,0.31,4.45,,1,0,0,143,6,19,,, +jacobel01,1924,1,CHN,NL,11,12,38,22,13,1,1,571,181,79,9,72,50,0.25,3.74,,5,2,1,792,11,93,,, +jamerle01,1924,1,BOS,AL,0,0,1,0,0,0,0,3,1,2,0,3,0,0.25,18,,0,0,0,,1,2,,, +johnssy01,1924,1,DET,AL,5,4,29,9,2,0,3,312,117,57,8,42,55,0.28,4.93,,1,5,0,467,13,63,,, +johnswa01,1924,1,WS1,AL,23,7,38,38,20,6,0,833,233,84,10,77,158,0.22,2.72,,4,10,0,1148,0,97,,, +joneske01,1924,1,DET,AL,0,0,1,0,0,0,0,6,1,0,0,1,0,0.14,0,,0,0,0,8,1,0,,, +jonessa01,1924,1,NYA,AL,9,6,36,21,8,3,3,536,187,72,6,76,53,0.27,3.63,,5,1,0,779,7,85,,, +jonnacl01,1924,1,NY1,NL,4,5,34,3,1,0,5,269,80,24,2,24,40,0.22,2.41,,2,2,1,383,17,33,,, +kampik01,1924,1,BSN,NL,0,1,1,1,0,0,0,21,9,4,0,5,4,0.36,5.14,,0,0,0,32,0,5,,, +kaufmto01,1924,1,CHN,NL,16,11,34,26,16,3,0,625,218,93,21,66,79,0.27,4.02,,1,4,2,888,4,104,,, +keenvi01,1924,1,CHN,NL,15,14,40,28,15,0,3,704,242,99,17,80,75,0.27,3.8,,4,4,1,995,8,112,,, +kelleal01,1924,1,BOS,AL,0,0,1,0,0,0,0,0,0,0,0,2,0,0,,,0,0,0,2,0,2,,, +kolpra01,1924,1,SLA,AL,5,7,25,12,5,1,0,290,131,61,4,25,29,0.32,5.68,,1,4,0,438,8,65,,, +kremera01,1924,1,PIT,NL,18,10,41,30,17,4,1,778,262,92,7,51,64,0.26,3.19,,1,4,1,1066,7,102,,, +kuhnbu01,1924,1,CLE,AL,0,1,1,0,0,0,0,3,4,3,1,0,0,0.66,27,,0,0,0,7,1,3,,, +laslebi01,1924,1,SLA,AL,0,0,2,0,0,0,0,12,7,3,0,2,0,0.41,6.75,,1,0,0,21,1,3,,, +lawrebo01,1924,1,CHA,AL,0,0,1,0,0,0,0,3,1,1,0,1,1,0.25,9,,0,0,0,5,1,1,,, +leonadu01,1924,1,DET,AL,3,2,9,7,3,0,1,154,68,26,1,18,26,0.32,4.56,,1,1,0,230,1,32,,, +leverdi01,1924,1,CHA,AL,2,3,21,11,4,0,0,297,123,64,2,41,29,0.31,5.82,,4,3,1,457,5,72,,, +levsedu01,1924,1,CLE,AL,1,1,4,1,1,0,0,49,22,8,0,4,3,0.33,4.41,,1,0,0,72,1,8,,, +lewisbe01,1924,1,PHI,NL,0,0,12,0,0,0,0,54,23,12,1,7,3,0.31,6,,2,1,0,83,9,12,,, +lindsji01,1924,1,CLE,AL,0,0,3,0,0,0,0,9,8,7,0,3,0,0.5,21,,0,0,0,21,1,7,,, +longto02,1924,1,BRO,NL,0,0,1,0,0,0,0,6,2,2,0,2,0,0.33,9,,0,0,0,9,0,2,,, +lucasre01,1924,1,BSN,NL,1,4,27,4,1,0,0,251,112,48,5,18,30,0.33,5.16,,0,6,1,373,18,60,,, +ludolwi01,1924,1,DET,AL,0,0,3,0,0,0,0,17,5,3,0,2,1,0.25,4.76,,0,1,0,23,3,3,,, +lundgde01,1924,1,PIT,NL,0,1,8,1,0,0,0,50,25,12,0,3,4,0.4,6.48,,2,1,0,74,2,13,,, +luquedo01,1924,1,CIN,NL,10,15,31,28,13,2,0,658,229,77,5,53,86,0.27,3.16,,1,2,1,924,3,99,,, +lyonsge01,1924,1,SLA,AL,3,2,26,6,2,0,0,233,97,45,2,45,25,0.32,5.21,,0,5,0,359,8,52,,, +lyonste01,1924,1,CHA,AL,12,11,41,22,12,0,3,649,279,117,10,72,52,0.32,4.87,,4,2,0,979,15,143,,, +mamaual01,1924,1,NYA,AL,1,1,14,2,0,0,0,114,44,24,2,20,12,0.3,5.68,,1,1,1,176,7,28,,, +mangule01,1924,1,CHA,AL,1,4,13,7,1,0,0,141,69,37,3,25,12,0.35,7.09,,1,1,0,225,4,43,,, +marbefi01,1924,1,WS1,AL,11,12,50,15,6,0,15,586,190,67,3,70,68,0.26,3.09,,2,9,0,838,30,88,,, +marklcl01,1924,1,NYA,AL,0,3,7,3,0,0,0,70,29,23,5,20,7,0.33,8.87,,2,0,0,118,2,26,,, +marquru01,1924,1,BSN,NL,1,2,6,6,1,0,0,108,33,12,3,13,10,0.25,3,,1,1,0,150,0,17,,, +martijo02,1924,1,WS1,AL,6,8,24,13,8,0,0,376,129,65,7,56,57,0.27,4.67,,0,6,0,562,4,69,,, +mauner01,1924,1,NY1,NL,1,1,22,0,0,0,1,105,46,23,2,10,5,0.32,5.91,,1,1,0,157,12,24,,, +maybu01,1924,1,PIT,NL,0,0,1,0,0,0,0,3,2,0,0,0,1,0.5,0,,0,0,0,4,1,0,,, +mayja01,1924,1,CIN,NL,3,3,38,4,2,0,6,297,104,33,2,29,59,0.27,3,,3,6,0,421,21,39,,, +maysca01,1924,1,CIN,NL,20,9,37,27,15,2,0,678,238,79,3,36,63,0.27,3.15,,1,4,0,940,10,97,,, +mcgresl01,1924,1,WS1,AL,0,1,6,2,0,0,0,70,25,13,1,12,8,0.28,5.01,,0,0,0,105,2,15,,, +mcnamti01,1924,1,BSN,NL,8,12,35,21,6,2,0,537,242,103,9,31,35,0.33,5.18,,2,3,1,792,6,119,,, +mcquihu01,1924,1,NY1,NL,14,8,27,23,14,1,3,552,179,55,8,43,49,0.25,2.69,,2,2,0,753,4,68,,, +mcweedo01,1924,1,CHA,AL,1,3,13,5,2,0,0,130,47,22,2,17,18,0.29,4.57,,3,2,1,183,5,25,,, +meadole01,1924,1,PIT,NL,13,12,36,30,15,3,0,688,240,83,7,51,61,0.27,3.26,,2,4,1,939,4,99,,, +meekero01,1924,1,PHA,AL,5,12,30,14,5,1,0,438,166,76,7,81,37,0.28,4.68,,7,5,0,678,8,86,,, +messebu01,1924,1,CLE,AL,2,0,5,2,1,0,0,75,28,12,4,14,4,0.28,4.32,,1,0,0,114,2,13,,, +metivde01,1924,1,CLE,AL,1,5,26,6,1,0,3,229,110,45,3,34,14,0.35,5.31,,1,0,0,359,13,50,,, +milleja02,1924,1,CLE,AL,0,1,2,2,1,0,0,36,13,4,0,5,4,0.26,3,,0,0,0,55,0,6,,, +milstge01,1924,1,CHN,NL,1,1,13,2,1,0,0,89,41,20,3,13,6,0.32,6.07,,0,1,0,142,10,25,,, +mitchcl01,1924,1,PHI,NL,6,13,30,26,9,1,1,495,223,103,10,58,36,0.32,5.62,,9,6,0,776,4,113,,, +mogrige01,1924,1,WS1,AL,16,11,30,30,13,2,0,639,217,89,2,61,48,0.27,3.76,,0,7,0,910,0,97,,, +morrijo04,1924,1,PIT,NL,11,16,41,25,10,0,2,713,213,99,7,73,85,0.24,3.75,,7,4,0,981,12,114,,, +mortogu01,1924,1,CLE,AL,0,1,10,0,0,0,0,37,12,9,0,13,6,0.25,6.57,,1,0,0,62,5,12,,, +muichjo01,1924,1,BSN,NL,0,0,3,0,0,0,0,27,19,11,1,5,1,0.43,11,,1,0,0,50,2,12,,, +murrage01,1924,1,BOS,AL,2,9,28,7,0,0,0,241,97,60,6,32,27,0.3,6.72,,1,7,1,391,9,68,,, +nayloro01,1924,1,PHA,AL,0,5,10,7,1,0,0,115,53,27,2,20,10,0.33,6.34,,0,0,0,192,3,29,,, +nehfar01,1924,1,NY1,NL,14,4,30,20,11,0,2,515,167,69,14,42,72,0.25,3.62,,1,2,0,710,6,75,,, +northlo01,1924,1,SLN,NL,0,0,6,0,0,0,0,44,15,11,1,9,8,0.27,6.75,,0,0,0,64,0,12,,, +northlo01,1924,2,BSN,NL,1,2,9,4,1,0,0,106,45,21,1,19,11,0.32,5.35,,1,0,0,163,2,25,,, +oeschjo01,1924,1,NY1,NL,2,0,10,2,0,0,0,87,35,10,1,14,10,0.28,3.1,,1,0,1,137,2,17,,, +oeschjo01,1924,2,PHI,NL,2,7,19,8,0,0,0,196,88,32,6,16,8,0.33,4.41,,1,3,1,292,4,44,,, +ogdencu01,1924,1,PHA,AL,0,3,5,1,0,0,0,38,14,5,1,7,4,0.27,3.55,,1,1,0,60,2,5,,, +ogdencu01,1924,2,WS1,AL,9,5,16,16,9,3,0,324,83,33,3,51,23,0.22,2.75,,1,2,1,453,0,40,,, +osborti01,1924,1,CHN,NL,0,0,2,0,0,0,1,9,3,1,0,2,2,0.3,3,,0,0,0,13,2,1,,, +osborti01,1924,2,BRO,NL,6,5,21,13,6,0,0,313,123,59,1,54,52,0.29,5.09,,0,4,0,483,6,68,,, +pennohe01,1924,1,NYA,AL,21,9,40,34,25,4,3,859,302,90,13,64,101,0.27,2.83,,4,1,1,1220,5,104,,, +pfeffje01,1924,1,SLN,NL,4,5,16,12,3,0,0,234,102,46,3,30,20,0.31,5.31,,3,1,1,357,2,52,,, +pfeffje01,1924,2,PIT,NL,5,3,15,4,1,0,0,176,68,20,3,17,19,0.29,3.07,,0,0,0,252,8,23,,, +piercbi01,1924,1,BOS,AL,5,7,23,18,3,0,0,363,156,80,4,66,20,0.33,5.95,,4,10,0,573,4,85,,, +piercra01,1924,1,CHN,NL,0,0,6,0,0,0,0,22,7,6,2,4,2,0.26,7.36,,0,0,0,33,5,6,,, +pierswi01,1924,1,PHA,AL,0,0,1,0,0,0,0,8,3,1,0,3,0,0.3,3.38,,0,0,0,13,1,1,,, +pillehe01,1924,1,DET,AL,1,1,19,3,1,0,1,113,46,20,1,14,13,0.29,4.78,,3,3,1,179,6,30,,, +pintole01,1924,1,PHI,NL,0,0,3,0,0,0,0,12,7,4,1,0,1,0.46,9,,0,0,0,15,2,4,,, +pipgrge01,1924,1,NYA,AL,0,1,9,1,0,0,1,46,20,17,0,18,4,0.35,9.98,,4,4,0,82,7,18,,, +pruethu01,1924,1,SLA,AL,3,4,33,1,0,0,0,195,64,33,1,42,27,0.27,4.57,,1,4,0,298,14,42,,, +quinnja01,1924,1,BOS,AL,12,13,44,25,13,2,7,686,241,83,10,52,64,0.27,3.27,,3,12,0,982,12,107,,, +rhemfl01,1924,1,SLN,NL,2,2,6,3,3,0,1,97,31,16,1,17,20,0.25,4.45,,2,0,0,140,2,18,,, +ringji01,1924,1,PHI,NL,10,12,32,31,16,1,0,646,236,95,9,108,72,0.28,3.97,,5,4,0,964,1,123,,, +rixeyep01,1924,1,CIN,NL,15,14,35,29,15,4,1,715,219,73,3,47,57,0.24,2.76,,3,2,0,966,6,86,,, +roberch01,1924,1,CHA,AL,4,10,17,14,5,0,0,292,108,54,2,54,29,0.29,4.99,,3,0,0,472,2,65,,, +roberji01,1924,1,BRO,NL,0,3,11,5,0,0,0,76,41,21,1,8,10,0.36,7.46,,0,2,0,125,4,28,,, +roettos01,1924,1,NYA,AL,0,0,1,0,0,0,0,0,1,0,0,2,0,1,,,0,0,0,3,0,0,,, +rommeed01,1924,1,PHA,AL,18,15,43,34,21,3,1,834,302,122,8,94,72,0.28,3.95,,2,3,0,1164,6,139,,, +rossbu01,1924,1,BOS,AL,4,3,30,2,1,1,1,280,109,36,3,30,16,0.3,3.47,,3,0,0,407,20,49,,, +roylu01,1924,1,CLE,AL,0,5,16,5,2,0,0,146,62,42,3,31,14,0.31,7.77,,2,0,0,238,5,48,,, +ruethdu01,1924,1,BRO,NL,8,13,30,21,13,2,3,504,190,73,4,45,63,0.28,3.91,,1,5,0,734,7,92,,, +ruffire01,1924,1,BOS,AL,0,0,8,2,0,0,0,69,29,17,0,9,10,0.33,6.65,,1,3,0,108,3,17,,, +russeal01,1924,1,WS1,AL,5,1,37,0,0,0,8,247,83,40,1,45,17,0.28,4.37,,0,1,0,363,18,49,,, +ryanro01,1924,1,NY1,NL,8,6,37,9,2,0,5,374,137,59,1,37,36,0.28,4.26,,3,2,2,535,16,64,,, +salefr01,1924,1,PIT,NL,0,0,1,0,0,0,0,3,2,0,0,0,0,0.5,0,,0,0,0,4,1,0,,, +schulwe01,1924,1,CHA,AL,0,0,1,0,0,0,0,3,1,1,0,0,0,0.25,9,,0,0,0,4,1,1,,, +shautjo01,1924,1,CLE,AL,20,17,46,34,21,2,2,849,317,118,8,83,68,0.28,3.75,,5,6,0,1228,11,138,,, +shawkbo01,1924,1,NYA,AL,16,11,38,25,10,1,0,623,226,95,11,74,114,0.28,4.12,,5,3,0,892,8,107,,, +sheehto02,1924,1,CIN,NL,9,11,39,16,8,2,1,500,170,60,5,54,52,0.26,3.24,,0,1,1,705,19,72,,, +sherdbi01,1924,1,SLN,NL,8,9,35,10,6,0,1,506,188,64,9,38,57,0.29,3.42,,1,5,0,710,20,77,,, +shielbe01,1924,1,NYA,AL,0,0,2,0,0,0,0,6,6,6,0,2,3,0.54,27,,0,0,0,13,1,6,,, +shielvi01,1924,1,SLN,NL,1,1,2,1,0,0,0,36,10,4,1,3,4,0.22,3,,0,3,0,51,1,5,,, +shockur01,1924,1,SLA,AL,16,13,40,33,17,4,1,739,270,115,11,52,88,0.27,4.2,,0,3,0,1057,3,124,,, +smithsh01,1924,1,CLE,AL,12,14,39,27,20,2,1,743,267,83,5,42,34,0.27,3.02,,2,7,1,1050,7,110,,, +songedo01,1924,1,PIT,NL,0,0,4,1,0,0,1,28,14,7,1,3,3,0.33,6.75,,0,0,0,45,2,7,,, +sothoal01,1924,1,SLN,NL,10,16,29,28,16,4,0,590,209,78,9,84,62,0.27,3.57,,1,10,0,884,1,102,,, +speecby01,1924,1,WS1,AL,2,1,21,1,0,0,0,163,60,16,0,27,15,0.3,2.65,,2,2,1,243,14,30,,, +steenmi01,1924,1,CHA,AL,0,0,3,0,0,0,0,17,15,8,0,4,3,0.48,12.71,,0,0,0,36,0,8,,, +steinra01,1924,1,PIT,NL,0,1,5,0,0,0,0,8,6,4,0,5,0,0.4,13.5,,0,0,0,21,0,6,,, +steinra01,1924,2,PHI,NL,1,1,9,0,0,0,0,86,29,14,1,16,11,0.26,4.4,,2,0,0,128,2,15,,, +stonear01,1924,1,PIT,NL,4,2,26,2,1,0,0,192,57,21,0,15,7,0.25,2.95,,0,0,0,249,14,27,,, +stoneli01,1924,1,DET,AL,11,11,36,25,10,1,0,647,271,113,13,65,66,0.31,4.72,,1,5,0,965,7,130,,, +strykdu01,1924,1,BSN,NL,3,8,20,10,2,0,0,220,90,49,4,22,22,0.31,6.01,,3,1,0,317,10,56,,, +stuarjo01,1924,1,SLN,NL,9,11,28,22,13,0,0,477,167,84,12,60,54,0.27,4.75,,0,5,2,695,3,100,,, +thurssl01,1924,1,CHA,AL,20,14,38,36,28,1,1,873,330,123,17,60,37,0.29,3.8,,5,6,0,1251,2,150,,, +uhlege01,1924,1,CLE,AL,9,15,28,25,15,0,1,589,238,104,6,75,57,0.3,4.77,,5,13,0,900,3,134,,, +vanceda01,1924,1,BRO,NL,28,6,35,34,30,3,0,925,238,74,11,77,262,0.21,2.16,,4,9,0,1221,1,89,,, +vangiel01,1924,1,SLA,AL,5,10,43,18,5,0,1,436,183,91,10,55,49,0.31,5.64,,2,9,0,682,12,114,,, +vinesbo01,1924,1,SLN,NL,0,0,2,0,0,0,0,32,23,11,1,0,0,0.42,9.28,,0,0,0,55,0,13,,, +voigtol01,1924,1,SLA,AL,1,0,8,1,0,0,0,49,21,10,1,13,4,0.35,5.51,,1,0,0,76,5,13,,, +walberu01,1924,1,PHA,AL,0,0,6,2,0,0,0,21,10,10,0,10,3,0.34,12.86,,1,0,0,40,2,10,,, +watsomu01,1924,1,NY1,NL,7,4,22,16,6,1,0,299,122,42,7,24,18,0.3,3.79,,2,1,0,434,3,54,,, +wayenfr01,1924,1,CLE,AL,0,0,2,1,0,0,0,20,7,4,0,5,3,0.25,5.4,,1,2,0,35,1,4,,, +weinele01,1924,1,PHI,NL,0,1,8,1,0,0,0,44,10,4,0,11,7,0.2,2.45,,0,0,0,64,4,7,,, +wellsed01,1924,1,DET,AL,6,8,29,15,5,0,4,306,117,46,2,42,33,0.29,4.06,,0,1,0,476,8,58,,, +wheelri01,1924,1,CHN,NL,3,6,29,4,0,0,0,304,103,44,8,21,16,0.26,3.91,,0,0,0,420,17,53,,, +whiteea01,1924,1,DET,AL,17,9,35,32,16,2,0,699,260,100,8,79,65,0.28,3.86,,0,13,0,1030,2,125,,, +wilsote01,1924,1,BRO,NL,0,0,2,0,0,0,0,11,7,6,0,1,1,0.41,14.73,,0,0,0,20,0,6,,, +wingaer01,1924,1,SLA,AL,13,12,36,26,14,0,1,654,215,85,6,85,23,0.26,3.51,,4,3,0,947,8,103,,, +wingfte01,1924,1,WS1,AL,0,0,4,0,0,0,0,21,9,2,0,4,2,0.3,2.57,,1,0,0,35,2,2,,, +wingfte01,1924,2,BOS,AL,0,2,4,3,2,0,0,77,23,7,0,8,4,0.24,2.45,,0,0,0,106,0,12,,, +wintecl01,1924,1,BOS,AL,0,1,4,2,0,0,0,21,22,16,0,4,3,0.51,20.57,,0,0,0,48,1,16,,, +woodsjo01,1924,1,BOS,AL,0,0,1,0,0,0,0,3,0,0,0,3,0,0,0,,0,0,0,6,1,0,,, +workmho01,1924,1,BOS,AL,0,0,11,0,0,0,0,54,25,17,2,11,7,0.32,8.5,,0,2,0,97,8,19,,, +yarriru01,1924,1,BRO,NL,0,2,3,2,0,0,0,33,12,8,0,3,2,0.26,6.55,,0,1,0,51,1,10,,, +ydeem01,1924,1,PIT,NL,16,3,33,22,14,4,0,582,171,61,3,62,53,0.24,2.83,,4,6,1,788,9,70,,, +yeargal01,1924,1,BSN,NL,1,11,32,12,6,0,0,424,162,80,7,42,34,0.29,5.09,,3,3,1,618,16,90,,, +yowelca01,1924,1,CLE,AL,1,1,4,2,2,0,0,81,37,20,1,13,8,0.34,6.67,,1,0,0,125,2,21,,, +zachato01,1924,1,WS1,AL,15,9,33,27,13,1,2,608,198,62,5,53,45,0.26,2.75,,2,3,2,829,5,74,,, +zahnipa01,1924,1,WS1,AL,5,7,24,14,5,1,0,276,98,45,2,49,28,0.28,4.4,,1,4,0,415,6,52,,, +adamsba01,1925,1,PIT,NL,6,5,33,10,3,0,3,304,129,61,7,17,18,0.3,5.42,,0,3,0,448,12,67,,, +adamsbo01,1925,1,BOS,AL,0,0,2,0,0,0,0,17,10,5,1,3,1,0.41,7.94,,0,0,0,28,2,5,,, +aldrivi01,1925,1,PIT,NL,15,7,30,26,14,1,0,640,218,86,15,74,88,0.26,3.63,,4,5,0,907,4,99,,, +alexape01,1925,1,CHN,NL,15,11,32,30,20,1,0,708,270,89,14,29,63,0.28,3.39,,1,3,0,977,1,106,,, +anderbi01,1925,1,BSN,NL,0,0,2,0,0,0,0,8,5,3,0,2,1,0.5,10.13,,0,0,0,14,2,3,,, +andreel01,1925,1,PHA,AL,0,0,6,0,0,0,0,24,12,9,0,11,0,0.37,10.13,,0,0,0,44,2,12,,, +ashke01,1925,1,CHA,AL,0,0,2,0,0,0,0,12,7,4,2,0,0,0.38,9,,0,0,0,18,1,4,,, +baldwha01,1925,1,NY1,NL,0,0,1,0,0,0,0,3,3,1,0,1,0,0.5,9,,0,0,0,7,1,2,,, +ballowi01,1925,1,WS1,AL,1,1,10,1,1,0,0,83,38,14,1,13,13,0.34,4.55,,1,0,0,125,6,17,,, +barneje01,1925,1,BSN,NL,11,16,32,28,17,0,0,649,255,109,14,63,55,0.29,4.53,,4,1,0,956,3,127,,, +barnevi01,1925,1,NY1,NL,15,11,32,27,17,1,2,665,242,87,9,53,53,0.28,3.53,,0,1,0,934,4,110,,, +batchjo01,1925,1,BSN,NL,0,0,4,0,0,0,0,21,10,4,0,1,2,0.35,5.14,,0,0,0,34,2,5,,, +baumgst01,1925,1,PHA,AL,6,3,37,11,2,1,3,340,120,45,2,35,18,0.27,3.57,,1,7,1,495,10,55,,, +beallwa01,1925,1,NYA,AL,0,1,8,1,0,0,0,34,11,16,0,19,8,0.28,12.71,,1,3,1,63,2,17,,, +bendech01,1925,1,CHA,AL,0,0,1,0,0,0,0,3,1,2,1,1,0,0.33,18,,0,0,0,5,1,2,,, +bengera01,1925,1,CLE,AL,1,0,2,2,1,1,0,35,9,2,0,3,3,0.2,1.54,,0,0,0,48,0,2,,, +bentlja01,1925,1,NY1,NL,11,9,28,22,11,0,0,471,200,88,10,59,47,0.32,5.04,,2,1,0,703,4,90,,, +bentola01,1925,1,BSN,NL,14,7,31,21,16,2,1,550,170,63,6,70,49,0.24,3.09,,2,2,0,773,4,72,,, +bentoru01,1925,1,CIN,NL,9,10,33,16,6,1,1,440,182,66,3,34,36,0.3,4.05,,0,1,1,648,7,88,,, +bettshu01,1925,1,PHI,NL,4,5,35,7,1,0,1,292,146,60,10,38,28,0.34,5.55,,1,3,0,475,15,86,,, +biemiha01,1925,1,CIN,NL,0,1,23,1,0,0,2,141,45,21,2,21,9,0.28,4.02,,2,7,0,197,10,28,,, +blaehge01,1925,1,SLA,AL,0,0,2,0,0,0,0,6,6,7,3,1,1,0.6,31.5,,1,1,0,13,1,7,,, +blakesh01,1925,1,CHN,NL,10,18,36,31,14,0,2,694,260,125,17,114,93,0.28,4.86,,3,5,0,1046,3,144,,, +blankte01,1925,1,CHA,AL,17,8,40,23,16,3,1,696,218,78,11,69,81,0.25,3.03,,4,0,0,954,15,90,,, +bradyne01,1925,1,CIN,NL,1,3,20,3,2,0,1,191,73,33,4,20,12,0.28,4.66,,2,4,0,287,14,44,,, +braxtga01,1925,1,NYA,AL,1,1,3,2,0,0,0,58,26,14,1,5,11,0.33,6.52,,0,1,0,85,0,14,,, +bretthe01,1925,1,CHN,NL,1,1,10,1,0,0,0,52,12,7,0,3,6,0.19,3.63,,0,1,0,69,9,7,,, +brownju01,1925,1,CHN,NL,0,0,2,0,0,0,0,18,5,2,0,4,0,0.21,3,,1,0,0,28,2,5,,, +brownll01,1925,1,BRO,NL,0,3,17,5,1,0,0,190,79,29,1,25,23,0.31,4.12,,4,2,0,280,9,39,,, +buckega01,1925,1,CLE,AL,13,8,30,18,11,1,0,459,161,62,3,58,49,0.26,3.65,,2,6,0,684,8,74,,, +bushgu01,1925,1,CHN,NL,6,13,42,15,5,0,4,546,213,87,15,52,76,0.3,4.3,,1,3,0,790,17,102,,, +bushjo01,1925,1,SLA,AL,14,14,33,28,15,2,0,626,230,118,18,91,63,0.28,5.09,,4,2,0,935,3,129,,, +caldwch01,1925,1,NYA,AL,0,0,3,0,0,0,0,8,7,5,0,3,1,0.46,16.88,,1,0,0,18,1,6,,, +cantrgu01,1925,1,BRO,NL,1,0,14,3,1,0,0,108,42,12,0,14,13,0.29,3,,2,1,0,161,8,27,,, +carlsha01,1925,1,PHI,NL,13,14,35,32,18,4,0,702,281,110,19,52,80,0.29,4.23,,3,6,0,1024,2,131,,, +carroow01,1925,1,DET,AL,2,2,10,4,1,0,0,122,46,17,1,28,12,0.29,3.76,,3,2,0,191,3,30,,, +clouged01,1925,1,SLN,NL,0,1,3,1,0,0,0,30,11,9,1,5,3,0.28,8.1,,0,1,0,45,2,9,,, +cobbty01,1925,1,DET,AL,0,0,1,0,0,0,1,3,0,0,0,0,0,0,0,,0,0,0,3,1,0,,, +colebe01,1925,1,DET,AL,2,3,14,2,1,0,1,101,44,22,2,15,7,0.33,5.88,,2,1,0,157,7,27,,, +colebe01,1925,2,CLE,AL,1,1,13,2,0,0,1,132,55,30,1,25,9,0.32,6.14,,0,1,0,201,5,33,,, +colliri01,1925,1,DET,AL,6,11,26,20,5,0,0,420,149,71,7,52,33,0.28,4.56,,4,6,0,610,2,86,,, +connasa01,1925,1,CHA,AL,6,7,40,2,0,0,8,314,122,54,2,58,45,0.31,4.64,,1,2,0,481,28,66,,, +coonejo01,1925,1,BSN,NL,14,14,31,29,20,2,0,737,267,95,18,50,65,0.27,3.48,,1,3,0,1047,2,123,,, +coopewi01,1925,1,CHN,NL,12,14,32,26,13,0,0,637,249,101,18,61,41,0.29,4.28,,1,4,0,936,5,115,,, +couchjo01,1925,1,PHI,NL,5,6,34,7,2,1,2,283,112,57,9,39,11,0.29,5.44,,2,1,0,429,14,71,,, +covelst01,1925,1,WS1,AL,20,5,32,32,15,3,0,723,230,76,7,73,58,0.25,2.84,,2,2,0,994,0,86,,, +crumpro01,1925,1,PHI,NL,0,0,3,1,0,0,0,14,8,4,0,2,1,0.38,7.71,,0,0,0,23,2,4,,, +cullobu01,1925,1,PIT,NL,0,1,9,1,0,0,0,63,19,6,1,1,3,0.24,2.57,,2,0,0,81,6,8,,, +cvengmi01,1925,1,CHA,AL,3,9,22,11,4,0,0,314,109,50,7,55,32,0.27,4.3,,2,3,1,465,5,56,,, +danfoda01,1925,1,SLA,AL,7,9,38,15,5,0,2,477,172,77,19,61,53,0.28,4.36,,1,3,1,697,9,96,,, +daussho01,1925,1,DET,AL,16,11,35,30,16,1,1,684,238,80,11,85,58,0.27,3.16,,1,4,1,990,3,110,,, +daviech01,1925,1,NY1,NL,0,0,2,1,0,0,0,22,13,5,0,4,5,0.36,6.14,,0,0,0,41,1,8,,, +davisdi01,1925,1,SLA,AL,12,7,35,23,9,0,1,541,192,92,10,106,58,0.27,4.59,,6,6,1,832,6,121,,, +daype01,1925,1,SLN,NL,2,4,17,4,1,0,1,120,53,28,5,7,13,0.32,6.3,,0,3,0,175,4,31,,, +deanwa01,1925,1,NY1,NL,10,7,33,14,6,1,1,454,169,78,13,50,53,0.28,4.64,,2,4,0,668,10,98,,, +decatar01,1925,1,BRO,NL,0,0,1,0,0,0,0,3,3,2,0,0,0,0.6,18,,0,0,0,6,0,2,,, +decatar01,1925,2,PHI,NL,4,13,25,15,4,0,2,384,170,75,13,35,31,0.31,5.27,,1,2,1,586,5,87,,, +dibutpe01,1925,1,CIN,NL,0,0,1,0,0,0,0,0,3,0,0,0,0,1,,,0,0,0,3,0,2,,, +dickele01,1925,1,SLN,NL,4,11,29,20,7,2,1,392,135,81,10,79,40,0.27,5.58,,4,2,0,583,3,95,,, +donohpe01,1925,1,CIN,NL,21,14,42,38,27,3,2,903,310,103,3,49,78,0.26,3.08,,0,2,0,1232,4,122,,, +doyleje01,1925,1,DET,AL,4,7,45,3,0,0,8,355,158,78,6,50,31,0.34,5.93,,0,5,0,544,34,83,,, +dyered01,1925,1,SLN,NL,4,3,27,5,1,0,3,247,93,38,4,24,25,0.27,4.15,,3,7,0,371,19,52,,, +edwarfo01,1925,1,BSN,NL,0,0,1,0,0,0,0,6,6,2,0,1,1,0.54,9,,0,0,0,14,1,5,,, +edwarji01,1925,1,CLE,AL,0,3,13,3,1,0,0,108,60,33,0,23,12,0.38,8.25,,0,1,0,192,3,44,,, +edwarji01,1925,2,CHA,AL,1,2,9,4,1,1,0,136,46,20,4,23,20,0.26,3.97,,0,1,0,203,1,25,,, +ehmkeho01,1925,1,BOS,AL,9,20,34,31,22,0,1,782,285,108,8,85,95,0.28,3.73,,2,11,2,1134,3,141,,, +ehrharu01,1925,1,BRO,NL,10,14,36,24,12,0,1,623,239,116,10,62,47,0.29,5.03,,8,3,0,913,3,134,,, +ellioju01,1925,1,BRO,NL,0,2,3,1,0,0,0,32,17,10,0,9,3,0.36,8.44,,0,1,0,57,1,14,,, +faberre01,1925,1,CHA,AL,12,11,34,32,16,1,0,714,266,100,8,59,71,0.28,3.78,,0,2,0,1009,1,117,,, +falkch01,1925,1,SLA,AL,0,0,13,0,0,0,0,75,38,23,2,17,7,0.36,8.28,,0,0,0,128,10,26,,, +fergual01,1925,1,BOS,AL,0,2,5,4,0,0,1,47,22,19,6,5,5,0.31,10.91,,0,1,0,77,1,22,,, +fergual01,1925,2,NYA,AL,4,2,21,5,0,0,1,163,83,47,3,42,20,0.35,7.79,,0,2,0,280,7,57,,, +fergual01,1925,3,WS1,AL,5,1,7,6,3,0,0,166,52,20,2,23,24,0.25,3.25,,0,2,0,234,1,22,,, +fillida01,1925,1,PHI,NL,1,0,5,1,0,0,0,26,19,10,0,6,2,0.43,10.38,,0,0,0,50,3,12,,, +fitzsfr01,1925,1,NY1,NL,6,3,10,8,6,1,0,224,70,22,4,18,17,0.24,2.65,,0,0,0,304,2,25,,, +francra01,1925,1,NYA,AL,0,0,4,0,0,0,0,14,5,4,0,3,1,0.27,7.71,,0,1,0,23,1,4,,, +francra01,1925,2,BOS,AL,0,2,6,4,0,0,0,84,44,24,3,13,4,0.37,7.71,,0,1,0,140,0,29,,, +freezja01,1925,1,CHA,AL,0,0,2,0,0,0,0,11,5,1,1,3,1,0.33,2.45,,1,0,0,19,1,7,,, +fribebe01,1925,2,PHI,NL,0,0,1,0,0,0,0,12,4,2,0,3,1,0.28,4.5,,0,0,0,17,1,2,,, +fuhros01,1925,1,BOS,AL,0,6,39,6,0,0,0,274,138,67,7,30,27,0.36,6.6,,1,3,1,434,23,83,,, +fullecu01,1925,1,BOS,AL,0,3,4,2,0,0,0,68,22,8,1,9,3,0.25,3.18,,1,2,0,100,2,11,,, +gastomi01,1925,1,SLA,AL,15,14,42,30,16,0,1,716,284,117,8,101,84,0.3,4.41,,6,5,1,1065,6,146,,, +genewjo01,1925,1,BSN,NL,12,10,34,21,10,0,0,507,185,75,4,41,34,0.27,3.99,,3,6,0,727,10,87,,, +giardjo01,1925,1,SLA,AL,10,5,30,21,9,4,0,482,179,90,13,87,43,0.29,5.04,,5,5,0,721,3,96,,, +glassto01,1925,1,PHA,AL,1,0,2,0,0,0,0,15,9,3,0,0,2,0.4,5.4,,0,0,0,25,1,4,,, +goodwma01,1925,1,CIN,NL,0,2,4,3,2,0,0,62,26,11,2,5,4,0.31,4.79,,0,1,0,92,1,14,,, +grahask01,1925,1,BSN,NL,7,12,34,23,5,0,1,471,177,77,6,62,32,0.29,4.41,,3,3,0,682,8,90,,, +grantge02,1925,1,SLA,AL,0,2,12,0,0,0,0,49,26,11,2,8,7,0.4,6.06,,1,0,1,79,3,15,,, +graydo02,1925,1,PHA,AL,16,8,32,28,14,4,3,611,199,74,11,63,80,0.26,3.27,,5,3,0,851,4,90,,, +greenke01,1925,1,NY1,NL,12,8,29,21,12,0,0,515,195,74,4,64,66,0.28,3.88,,2,2,0,763,4,86,,, +greenne01,1925,1,BRO,NL,2,0,11,0,0,0,1,66,45,26,4,7,4,0.41,10.64,,2,0,1,117,8,28,,, +greggve01,1925,1,WS1,AL,2,2,26,5,1,0,2,223,87,34,3,38,18,0.31,4.12,,3,2,0,327,7,41,,, +grimebu01,1925,1,BRO,NL,12,19,33,31,19,0,0,740,305,138,15,102,73,0.3,5.04,,8,7,0,1129,2,164,,, +grovele01,1925,1,PHA,AL,10,12,45,18,5,0,1,591,207,104,11,131,116,0.27,4.75,,9,5,0,908,12,120,,, +haineje01,1925,1,SLN,NL,13,14,29,25,15,0,0,621,234,105,11,52,63,0.29,4.57,,2,1,1,884,2,116,,, +hallabi01,1925,1,SLN,NL,1,0,6,0,0,0,0,46,14,6,0,11,8,0.25,3.52,,0,0,0,67,4,6,,, +harrisl01,1925,1,PHA,AL,19,12,46,33,15,2,1,758,263,98,8,95,95,0.26,3.49,,2,6,0,1104,8,118,,, +heimafr01,1925,1,PHA,AL,0,1,10,0,0,0,0,61,24,9,2,9,6,0.31,3.98,,1,1,0,89,4,10,,, +holloke01,1925,1,DET,AL,13,4,38,14,6,0,2,473,170,81,8,67,29,0.28,4.62,,2,2,0,697,10,90,,, +hoytwa01,1925,1,NYA,AL,11,14,46,30,17,1,6,729,283,108,14,78,86,0.29,4,,5,1,0,1074,14,124,,, +hubbebi01,1925,1,PHI,NL,0,0,2,0,0,0,0,8,5,0,0,1,0,0.38,0,,1,0,0,14,0,4,,, +hubbebi01,1925,2,BRO,NL,3,6,33,5,3,0,1,260,120,51,8,24,16,0.33,5.3,,2,2,0,393,11,59,,, +huntzwa01,1925,1,NY1,NL,5,1,26,1,0,0,0,193,68,25,3,17,19,0.28,3.5,,1,0,0,270,13,30,,, +jacobel01,1925,1,CHN,NL,2,3,18,4,1,1,1,167,63,32,9,22,19,0.27,5.17,,3,1,0,255,8,37,,, +johnsha01,1925,1,NYA,AL,1,3,24,4,2,1,0,201,88,51,3,37,25,0.31,6.85,,1,8,2,330,16,58,,, +johnssy01,1925,1,DET,AL,0,2,6,0,0,0,0,39,11,5,1,10,5,0.25,3.46,,1,0,0,57,5,7,,, +johnswa01,1925,1,WS1,AL,20,7,30,29,16,3,0,687,217,78,7,78,108,0.25,3.07,,1,7,0,967,1,95,,, +jonespe01,1925,1,CHN,NL,6,6,28,13,6,1,0,372,123,64,12,71,60,0.26,4.65,,2,5,1,557,10,74,,, +jonessa01,1925,1,NYA,AL,15,21,43,31,14,1,2,740,267,127,14,104,92,0.28,4.63,,4,3,0,1085,8,147,,, +kalliru01,1925,1,BOS,AL,1,4,7,4,0,0,0,56,28,16,0,9,2,0.36,7.71,,0,1,0,90,3,18,,, +kampik01,1925,1,BSN,NL,2,4,24,4,1,0,0,175,68,33,0,35,20,0.3,5.09,,4,0,0,270,11,38,,, +karrbe01,1925,1,CLE,AL,11,12,32,24,12,1,0,593,248,105,8,80,41,0.31,4.78,,4,6,0,898,7,127,,, +kaufmto01,1925,1,CHN,NL,13,13,31,23,14,2,2,588,221,98,9,77,49,0.29,4.5,,0,7,0,856,6,107,,, +keenvi01,1925,1,CHN,NL,2,6,30,8,1,0,1,250,125,58,8,41,19,0.35,6.26,,0,0,0,395,15,61,,, +kelleha01,1925,1,WS1,AL,1,1,6,1,0,0,0,48,30,16,0,12,7,0.4,9,,1,0,0,89,3,23,,, +kerrdi01,1925,1,CHA,AL,0,1,12,2,0,0,0,110,45,21,3,18,4,0.3,5.15,,0,1,0,170,7,23,,, +kiefejo01,1925,1,BOS,AL,0,2,2,2,0,0,0,45,20,10,0,9,4,0.35,6,,0,1,0,75,0,12,,, +knighja01,1925,1,PHI,NL,7,6,33,11,4,0,3,316,161,80,14,36,19,0.35,6.84,,3,1,0,507,14,100,,, +koupalo01,1925,1,PIT,NL,0,0,6,0,0,0,0,27,14,9,1,7,0,0.37,9,,2,0,0,45,2,10,,, +kremera01,1925,1,PIT,NL,17,8,40,27,14,0,2,644,232,88,19,47,62,0.27,3.69,,3,9,0,914,8,106,,, +leonadu01,1925,1,DET,AL,11,4,18,18,9,0,0,377,143,63,7,43,65,0.28,4.51,,4,1,0,555,0,73,,, +levsedu01,1925,1,CLE,AL,1,2,4,3,2,0,0,73,30,15,1,16,9,0.31,5.55,,0,1,0,114,0,16,,, +luceyjo01,1925,1,BOS,AL,0,1,7,2,0,0,0,33,18,11,0,14,2,0.36,9,,0,0,0,66,2,20,,, +luquedo01,1925,1,CIN,NL,16,18,36,36,22,4,0,873,263,85,7,78,140,0.23,2.63,,8,2,0,1196,0,109,,, +lyleji01,1925,1,WS1,AL,0,0,1,0,0,0,0,9,5,2,0,1,3,0.33,6,,0,0,0,16,1,2,,, +lyonste01,1925,1,CHA,AL,21,11,43,32,19,5,3,788,274,95,7,83,45,0.27,3.26,,5,2,0,1110,8,111,,, +mackfr01,1925,1,CHA,AL,0,0,8,0,0,0,0,40,24,14,1,13,6,0.44,9.45,,1,0,0,70,6,14,,, +mailsdu01,1925,1,SLN,NL,7,7,21,14,9,0,0,393,145,67,11,58,49,0.27,4.6,,1,7,0,592,2,78,,, +mangule01,1925,1,CHA,AL,1,0,7,0,0,0,0,45,25,13,0,6,6,0.37,7.8,,0,0,0,74,1,15,,, +marbefi01,1925,1,WS1,AL,9,5,55,0,0,0,15,280,84,36,4,45,53,0.24,3.47,,0,4,0,400,39,50,,, +marquji01,1925,1,NYA,AL,0,0,2,0,0,0,0,22,12,8,1,6,0,0.41,9.82,,0,0,0,38,1,8,,, +marquru01,1925,1,BSN,NL,2,8,26,8,0,0,0,216,105,46,5,27,19,0.34,5.75,,1,0,0,347,11,60,,, +mayja01,1925,1,CIN,NL,8,9,36,12,7,1,2,412,146,59,3,45,74,0.27,3.87,,4,7,0,597,14,74,,, +maysca01,1925,1,CIN,NL,3,5,12,5,3,0,2,155,60,19,0,13,10,0.29,3.31,,0,2,0,225,5,22,,, +mcgrabo01,1925,1,BRO,NL,0,2,2,2,2,0,0,59,14,7,0,13,3,0.22,3.2,,0,0,0,80,0,9,,, +mcnamti01,1925,1,BSN,NL,0,0,1,0,0,0,0,2,6,6,0,2,1,0.85,81,,0,0,0,9,0,6,,, +mcquihu01,1925,1,NY1,NL,2,3,14,11,2,0,1,210,95,47,9,23,23,0.34,6.04,,0,1,0,309,1,49,,, +meadole01,1925,1,PIT,NL,19,10,35,31,20,1,1,766,272,104,11,67,87,0.27,3.67,,5,8,1,1092,3,128,,, +milleja02,1925,1,CLE,AL,10,13,32,22,13,0,2,571,207,70,4,62,51,0.27,3.31,,0,7,0,835,8,85,,, +milstge01,1925,1,CHN,NL,1,1,5,3,1,0,0,63,26,7,0,8,7,0.31,3,,0,0,0,92,2,12,,, +mitchcl01,1925,1,PHI,NL,10,17,32,26,12,1,1,598,245,117,23,51,46,0.3,5.28,,4,5,0,882,6,130,,, +mogrige01,1925,1,WS1,AL,3,4,10,8,3,0,0,159,58,20,2,18,12,0.29,3.4,,2,4,0,227,1,23,,, +mogrige01,1925,2,SLA,AL,1,1,2,2,1,0,0,46,17,10,2,5,8,0.27,5.87,,0,1,0,68,0,10,,, +moorebi01,1925,1,DET,AL,0,0,1,0,0,0,0,0,0,0,0,3,0,0,,,0,0,0,3,0,2,,, +morrijo04,1925,1,PIT,NL,17,14,44,26,10,0,4,633,245,91,12,60,60,0.29,3.88,,1,7,1,931,13,113,,, +nehfar01,1925,1,NY1,NL,11,9,29,20,8,1,1,465,193,65,7,50,63,0.3,3.77,,1,1,0,683,8,86,,, +neubaha01,1925,1,BOS,AL,1,0,7,0,0,0,0,31,17,14,2,11,4,0.37,12.19,,0,0,0,60,5,18,,, +oeschjo01,1925,1,BRO,NL,1,2,21,3,1,0,0,111,60,25,2,19,6,0.38,6.08,,1,1,1,184,10,38,,, +ogdencu01,1925,1,WS1,AL,3,1,17,4,2,1,0,126,45,21,1,18,6,0.28,4.5,,0,2,0,181,5,24,,, +ogrodjo01,1925,1,BSN,NL,0,0,1,0,0,0,0,3,6,6,0,3,0,0.6,54,,0,0,0,13,0,8,,, +oldhare01,1925,1,PIT,NL,3,2,11,4,3,0,1,159,66,23,2,18,10,0.31,3.91,,0,2,0,233,3,27,,, +onealsk01,1925,1,PHI,NL,0,0,11,1,0,0,0,61,35,21,2,12,6,0.4,9.3,,0,0,0,102,3,23,,, +osborbo01,1925,1,CHN,NL,0,0,1,0,0,0,0,6,6,0,0,0,0,0.6,0,,0,0,0,11,0,2,,, +osborti01,1925,1,BRO,NL,8,15,41,22,10,0,1,525,210,96,9,75,59,0.3,4.94,,2,4,0,791,14,111,,, +paulsgi01,1925,1,SLN,NL,0,0,1,0,0,0,0,6,1,0,0,0,1,0.12,0,,0,0,0,8,1,0,,, +pennohe01,1925,1,NYA,AL,16,17,47,31,21,2,2,831,267,91,11,71,88,0.25,2.96,,3,2,0,1143,11,117,,, +pettyje01,1925,1,BRO,NL,9,9,28,22,7,0,0,459,188,83,15,47,39,0.3,4.88,,1,2,0,682,4,97,,, +piercra01,1925,1,PHI,NL,5,4,23,8,4,0,0,270,134,55,7,24,18,0.35,5.5,,2,1,0,410,9,67,,, +pumpesp01,1925,1,WS1,AL,0,0,1,0,0,0,0,3,1,1,1,1,0,0.33,9,,0,0,0,4,0,1,,, +quinnja01,1925,1,BOS,AL,7,8,19,15,8,0,0,315,140,51,3,26,24,0.31,4.37,,1,3,0,482,1,68,,, +quinnja01,1925,2,PHA,AL,6,3,18,14,4,0,0,299,119,43,3,16,19,0.29,3.88,,1,3,0,433,1,56,,, +reinhar01,1925,1,SLN,NL,11,5,20,16,15,1,0,434,149,49,7,47,26,0.27,3.05,,1,4,0,610,4,61,,, +rhemfl01,1925,1,SLN,NL,8,13,30,23,8,1,1,510,204,93,16,58,66,0.29,4.92,,4,4,1,755,6,114,,, +ringji01,1925,1,PHI,NL,14,16,38,37,21,1,0,810,325,131,14,119,93,0.29,4.37,,14,1,1,1239,0,166,,, +rivieti01,1925,1,CHA,AL,0,0,3,0,0,0,0,14,6,4,0,7,1,0.42,7.71,,0,1,0,24,2,4,,, +rixeyep01,1925,1,CIN,NL,21,11,39,36,22,2,1,862,302,92,8,47,69,0.27,2.88,,1,7,0,1186,3,109,,, +roberch01,1925,1,CHA,AL,8,12,24,23,6,2,0,411,181,80,8,47,27,0.32,5.26,,2,2,0,630,0,96,,, +roberji01,1925,1,BRO,NL,0,0,1,0,0,0,0,3,1,0,0,0,0,0.5,0,,0,0,0,4,0,1,,, +rommeed01,1925,1,PHA,AL,21,10,52,28,14,1,3,783,285,107,10,95,67,0.28,3.69,,5,7,0,1154,20,127,,, +rossbu01,1925,1,BOS,AL,3,8,33,8,0,0,0,283,119,65,9,40,15,0.31,6.2,,0,5,0,447,15,86,,, +roylu01,1925,1,CLE,AL,0,0,6,1,0,0,0,30,14,4,1,11,1,0.36,3.6,,0,0,0,50,4,7,,, +ruethdu01,1925,1,WS1,AL,18,7,30,29,16,1,0,670,241,96,5,105,68,0.28,3.87,,1,8,0,997,0,105,,, +ruffire01,1925,1,BOS,AL,9,18,37,27,13,3,1,652,253,121,10,75,64,0.29,5.01,,1,2,1,957,6,135,,, +rushan01,1925,1,BRO,NL,0,1,4,2,0,0,0,29,16,10,3,5,4,0.36,9.31,,0,0,0,51,0,14,,, +russeal01,1925,1,WS1,AL,2,4,32,2,0,0,2,206,85,44,6,37,25,0.31,5.77,,3,1,0,320,15,56,,, +ryanro01,1925,1,BSN,NL,2,8,37,7,1,0,2,368,152,86,7,52,48,0.3,6.31,,4,0,0,567,15,103,,, +scottja01,1925,1,NY1,NL,14,15,36,28,18,2,3,719,251,84,10,55,87,0.26,3.15,,1,4,0,1016,8,98,,, +shautjo01,1925,1,CLE,AL,4,12,26,17,10,1,4,393,160,79,6,44,34,0.3,5.43,,2,1,0,590,8,91,,, +shawkbo01,1925,1,NYA,AL,6,14,33,20,9,1,0,558,209,85,12,67,81,0.29,4.11,,4,5,0,802,8,101,,, +sheehto02,1925,1,CIN,NL,1,0,10,3,1,0,1,87,37,26,3,12,5,0.29,8.07,,0,0,0,136,3,31,,, +sheehto02,1925,2,PIT,NL,1,1,23,0,0,0,2,172,63,17,2,13,13,0.28,2.67,,3,0,0,242,15,25,,, +sherdbi01,1925,1,SLN,NL,15,6,32,21,17,2,1,600,216,69,8,42,53,0.27,3.11,,1,3,0,837,9,77,,, +shielbe01,1925,1,NYA,AL,3,0,4,2,2,0,0,72,24,13,2,12,5,0.26,4.88,,0,2,0,105,2,13,,, +shockur01,1925,1,NYA,AL,12,12,41,30,15,2,2,733,278,99,17,58,74,0.29,3.65,,1,3,0,1032,7,108,,, +sislege01,1925,1,SLA,AL,0,0,1,0,0,0,0,6,1,0,0,1,1,0.16,0,,0,0,0,7,1,0,,, +smithbo02,1925,1,BSN,NL,5,3,13,10,6,0,0,278,110,46,6,36,19,0.3,4.47,,1,0,0,410,3,51,,, +smithsh01,1925,1,CLE,AL,11,14,31,30,22,1,1,711,296,128,11,48,30,0.3,4.86,,1,5,0,1048,1,151,,, +songedo01,1925,1,PIT,NL,0,1,8,0,0,0,0,35,14,3,0,8,4,0.29,2.31,,0,0,0,57,6,7,,, +sothoal01,1925,1,SLN,NL,10,10,28,23,8,2,0,467,173,70,7,63,67,0.28,4.05,,4,6,0,700,5,86,,, +speecby01,1925,1,CLE,AL,3,5,28,3,3,0,1,271,106,43,0,28,26,0.29,4.28,,3,3,1,405,13,48,,, +sprinbr01,1925,1,SLA,AL,0,0,2,0,0,0,0,9,1,1,0,7,0,0.2,3,,0,0,0,15,2,2,,, +staufed01,1925,1,SLA,AL,0,1,20,1,0,0,0,91,34,18,1,21,13,0.28,5.34,,0,0,0,141,9,21,,, +stokear01,1925,1,PHA,AL,1,1,12,0,0,0,0,73,24,11,0,10,7,0.27,4.07,,1,2,0,103,8,15,,, +stoneli01,1925,1,DET,AL,10,9,34,18,8,0,1,456,166,72,6,53,51,0.28,4.26,,4,9,0,665,11,79,,, +stuarjo01,1925,1,SLN,NL,2,2,15,1,1,0,0,141,52,32,6,24,14,0.27,6.13,,1,2,1,217,9,41,,, +stuelge01,1925,1,CHN,NL,0,0,2,0,0,0,0,9,2,1,0,3,0,0.18,3,,0,0,0,14,1,1,,, +thomale01,1925,1,WS1,AL,0,2,2,2,1,0,0,39,14,3,0,7,10,0.26,2.08,,2,0,0,61,0,8,,, +thormha01,1925,1,BRO,NL,0,3,5,2,0,0,0,48,22,7,0,9,7,0.33,3.94,,0,2,0,81,1,14,,, +thurssl01,1925,1,CHA,AL,10,14,36,25,9,0,1,549,250,121,14,47,35,0.33,5.95,,4,5,0,824,6,143,,, +uhlege01,1925,1,CLE,AL,13,11,29,26,17,1,0,632,218,96,5,78,68,0.26,4.1,,5,8,0,925,2,118,,, +ulricdu01,1925,1,PHI,NL,3,3,21,4,2,1,0,195,73,22,6,12,29,0.28,3.05,,1,1,0,278,8,30,,, +vanceda01,1925,1,BRO,NL,22,9,31,31,26,4,0,796,247,104,8,66,221,0.25,3.53,,3,10,0,1089,0,115,,, +vangiel01,1925,1,SLA,AL,14,8,52,16,4,1,6,580,225,101,11,92,61,0.3,4.7,,4,6,0,876,23,127,,, +vargubi01,1925,1,BSN,NL,1,1,11,2,1,0,0,109,45,16,1,13,5,0.3,3.96,,0,2,0,169,4,24,,, +vinesbo01,1925,1,PHI,NL,0,0,3,0,0,0,0,12,9,5,0,3,0,0.45,11.25,,1,0,0,25,2,10,,, +walberu01,1925,1,PHA,AL,8,14,53,20,7,0,7,575,197,85,11,77,82,0.26,3.99,,5,2,2,829,23,99,,, +wellsed01,1925,1,DET,AL,6,9,35,14,5,0,2,403,190,93,8,62,45,0.34,6.23,,4,2,3,638,13,106,,, +whiteea01,1925,1,DET,AL,11,11,35,33,15,1,2,718,267,124,13,88,83,0.29,4.66,,2,10,0,1042,2,135,,, +willile02,1925,1,PHA,AL,0,0,1,1,0,0,0,15,9,6,2,2,3,0.4,10.8,,0,0,0,25,0,7,,, +willocl01,1925,1,PHI,NL,2,1,3,3,1,0,0,69,26,5,0,11,6,0.29,1.96,,0,1,0,102,0,7,,, +wingaer01,1925,1,SLA,AL,9,10,32,18,8,0,0,435,183,89,10,77,20,0.31,5.52,,3,3,0,668,9,110,,, +wingfte01,1925,1,BOS,AL,12,19,41,26,18,2,2,763,267,112,11,92,30,0.27,3.96,,4,8,3,1105,11,145,,, +wisneja01,1925,1,NY1,NL,0,0,25,0,0,0,0,121,33,17,4,14,13,0.22,3.79,,1,2,0,167,16,19,,, +ydeem01,1925,1,PIT,NL,17,9,33,28,13,0,0,621,254,95,11,75,41,0.3,4.13,,3,2,1,914,4,125,,, +yowelca01,1925,1,CLE,AL,2,3,12,4,1,0,0,109,40,18,1,17,12,0.31,4.46,,0,1,0,151,3,21,,, +zachato01,1925,1,WS1,AL,12,15,38,33,11,1,2,653,247,93,10,74,58,0.29,3.85,,1,2,0,941,5,112,,, +zahnipa01,1925,1,BOS,AL,5,12,37,21,7,1,1,530,232,101,6,89,30,0.32,5.15,,4,1,0,830,10,124,,, +adamsba01,1926,1,PIT,NL,2,3,19,0,0,0,3,110,51,25,5,8,7,0.34,6.14,,0,0,0,164,14,32,,, +aldrivi01,1926,1,PIT,NL,10,13,30,26,12,1,1,570,204,86,7,73,61,0.27,4.07,,0,4,0,837,2,100,,, +alexape01,1926,1,CHN,NL,3,3,7,7,4,0,0,156,55,20,0,7,12,0.27,3.46,,0,0,0,218,0,26,,, +alexape01,1926,2,SLN,NL,9,7,23,16,11,2,2,445,136,48,8,24,35,0.24,2.91,,0,2,0,597,7,57,,, +baeched01,1926,1,PHI,NL,2,0,28,1,1,0,0,168,73,38,4,28,14,0.32,6.11,,1,1,0,270,12,43,,, +ballowi01,1926,1,SLA,AL,11,10,43,14,5,0,2,462,186,82,12,71,59,0.31,4.79,,8,4,0,704,22,99,,, +barfocl01,1926,1,DET,AL,1,2,11,1,0,0,2,94,42,17,4,9,7,0.31,4.88,,0,0,0,144,8,27,,, +barneje01,1926,1,BRO,NL,10,11,31,24,10,1,1,474,204,92,6,35,29,0.32,5.24,,0,2,0,692,2,104,,, +barnevi01,1926,1,NY1,NL,8,13,31,25,9,2,1,555,183,59,4,56,54,0.26,2.87,,1,3,0,777,4,73,,, +baumgst01,1926,1,PHA,AL,1,1,10,1,0,0,0,67,28,10,0,10,0,0.32,4.03,,0,2,0,103,3,10,,, +beallwa01,1926,1,NYA,AL,2,4,20,9,1,0,1,245,71,32,2,68,56,0.24,3.53,,7,6,3,384,6,46,,, +bellhi01,1926,1,SLN,NL,6,6,27,7,3,0,2,255,82,30,1,17,27,0.25,3.18,,1,2,0,354,12,41,,, +bengera01,1926,1,CLE,AL,1,0,8,0,0,0,0,35,15,5,0,4,3,0.31,3.86,,1,0,0,55,4,11,,, +bentlja01,1926,1,PHI,NL,0,2,7,3,0,0,0,76,37,23,2,10,7,0.32,8.17,,0,0,0,125,3,28,,, +bentlja01,1926,2,NY1,NL,0,0,1,0,0,0,0,6,0,0,0,2,1,0,0,,0,0,0,8,1,0,,, +bentola01,1926,1,BSN,NL,14,14,43,27,12,1,1,695,244,99,10,81,103,0.28,3.85,,3,7,0,996,9,113,,, +blakesh01,1926,1,CHN,NL,11,12,39,27,11,4,1,593,204,79,7,92,95,0.28,3.6,,6,6,0,849,9,91,,, +blankte01,1926,1,CHA,AL,13,10,29,26,15,1,1,628,217,84,13,65,66,0.27,3.61,,1,1,0,887,3,96,,, +boehlge01,1926,1,BRO,NL,1,0,10,1,0,0,0,104,42,17,1,23,10,0.3,4.41,,8,3,0,172,6,23,,, +bolenst01,1926,1,SLA,AL,0,0,5,0,0,0,0,44,21,10,2,6,7,0.35,6.14,,2,0,0,66,4,10,,, +braxtga01,1926,1,NYA,AL,5,1,37,1,0,0,2,202,71,20,1,19,30,0.27,2.67,,0,0,0,284,23,28,,, +buckega01,1926,1,CLE,AL,6,9,32,18,5,1,0,497,160,57,3,69,36,0.26,3.1,,4,6,0,715,8,79,,, +bushgu01,1926,1,CHN,NL,13,9,35,16,7,2,2,472,149,50,3,42,32,0.25,2.86,,1,3,0,641,13,58,,, +bushjo01,1926,1,WS1,AL,1,8,12,11,3,0,0,214,83,53,6,35,27,0.29,6.69,,0,5,0,331,1,54,,, +bushjo01,1926,2,PIT,NL,6,6,19,11,9,2,3,332,97,37,7,35,38,0.23,3.01,,0,2,0,459,4,45,,, +carlsha01,1926,1,PHI,NL,17,12,35,34,20,3,0,802,293,96,9,47,55,0.28,3.23,,3,2,0,1110,0,116,,, +clouged01,1926,1,SLN,NL,0,0,1,0,0,0,0,6,5,5,0,3,0,0.55,22.5,,0,1,0,15,1,6,,, +clowebi01,1926,1,BOS,AL,0,0,2,0,0,0,0,5,2,0,0,0,0,0.33,0,,1,0,0,8,1,1,,, +colliri01,1926,1,DET,AL,8,8,30,13,5,3,1,366,128,37,4,44,44,0.27,2.73,,3,7,3,526,7,57,,, +connasa01,1926,1,CHA,AL,6,5,31,8,5,0,3,325,128,38,0,35,47,0.3,3.16,,3,2,0,473,17,51,,, +coonejo01,1926,1,BSN,NL,3,3,19,8,3,1,0,250,106,37,0,29,23,0.32,4,,1,7,0,386,11,52,,, +coopewi01,1926,1,CHN,NL,2,1,8,8,3,2,0,165,65,27,6,21,18,0.31,4.42,,0,0,0,240,0,32,,, +coopewi01,1926,2,DET,AL,0,4,8,3,0,0,0,41,27,17,0,9,2,0.44,11.2,,0,3,0,78,0,18,,, +covelst01,1926,1,WS1,AL,14,11,36,34,11,3,1,736,272,85,1,81,50,0.28,3.12,,3,0,0,1066,1,122,,, +coxle01,1926,1,CHA,AL,0,1,2,0,0,0,0,15,6,3,2,5,3,0.26,5.4,,0,0,0,28,1,10,,, +crowdal01,1926,1,WS1,AL,7,4,19,12,6,0,1,300,97,44,3,60,26,0.26,3.96,,0,2,1,450,6,52,,, +cullobu01,1926,1,PIT,NL,0,0,4,0,0,0,0,11,3,3,0,6,1,0.21,7.36,,0,0,1,21,3,4,,, +daussho01,1926,1,DET,AL,12,6,35,5,0,0,9,373,135,58,6,49,27,0.28,4.2,,0,0,0,536,23,63,,, +daviech01,1926,1,NY1,NL,2,4,38,1,0,0,6,267,96,39,3,35,27,0.27,3.94,,1,0,0,395,29,60,,, +davisdi01,1926,1,SLA,AL,3,8,27,7,2,0,1,249,93,43,7,40,39,0.29,4.66,,4,1,0,375,10,56,,, +daype01,1926,1,CIN,NL,0,0,4,0,0,0,0,22,13,6,1,2,2,0.4,7.36,,1,0,1,37,3,13,,, +deanwa01,1926,1,PHI,NL,8,16,33,26,15,1,0,611,245,111,9,89,52,0.3,4.91,,6,3,1,924,5,136,,, +decatar01,1926,1,PHI,NL,0,0,2,1,0,0,0,9,6,2,0,2,0,0.37,6,,0,0,0,18,0,3,,, +donohpe01,1926,1,CIN,NL,20,14,47,38,17,5,2,857,298,107,6,39,73,0.26,3.37,,1,9,0,1191,8,133,,, +doyleje01,1926,1,DET,AL,0,0,2,0,0,0,1,13,6,2,0,1,2,0.31,4.15,,0,0,0,20,1,3,,, +dyered01,1926,1,SLN,NL,1,0,6,0,0,0,0,28,7,12,0,14,4,0.21,11.57,,1,1,0,49,3,14,,, +edwarfo01,1926,1,BSN,NL,2,0,3,3,1,0,0,75,20,2,0,13,4,0.23,0.72,,0,0,0,103,0,4,,, +edwarji01,1926,1,CHA,AL,6,9,32,16,8,3,1,426,140,66,4,63,41,0.26,4.18,,2,1,1,615,8,76,,, +ehmkeho01,1926,1,BOS,AL,3,10,14,14,7,1,0,292,115,59,3,45,38,0.3,5.46,,1,4,1,456,0,69,,, +ehmkeho01,1926,2,PHA,AL,12,4,20,18,10,1,0,442,125,46,1,50,55,0.23,2.81,,4,4,0,612,2,54,,, +ehrharu01,1926,1,BRO,NL,2,5,44,1,0,0,4,291,101,42,5,35,25,0.27,3.9,,2,0,1,427,28,52,,, +faberre01,1926,1,CHA,AL,15,9,27,25,13,1,0,554,203,73,3,57,65,0.28,3.56,,1,2,0,798,0,84,,, +falkch01,1926,1,SLA,AL,4,4,18,8,3,0,0,222,95,44,1,27,7,0.33,5.35,,2,6,0,323,7,53,,, +fergual01,1926,1,WS1,AL,3,4,19,4,0,0,1,143,69,41,4,18,16,0.34,7.74,,0,3,0,233,8,51,,, +fitzsfr01,1926,1,NY1,NL,14,10,37,26,12,0,0,657,224,70,7,58,48,0.27,2.88,,3,4,0,907,7,90,,, +foremha01,1926,1,BOS,AL,0,0,3,0,0,0,0,22,3,3,0,5,3,0.13,3.68,,0,0,0,29,1,3,,, +gastomi01,1926,1,SLA,AL,10,18,32,28,14,1,0,643,227,103,13,101,39,0.28,4.33,,5,4,2,945,3,116,,, +genewjo01,1926,1,BSN,NL,8,16,37,26,12,2,2,648,239,93,6,63,59,0.28,3.88,,5,6,0,943,7,114,,, +giardjo01,1926,1,SLA,AL,3,10,22,15,2,0,0,270,113,70,7,67,18,0.31,7,,0,1,0,439,4,81,,, +gibsosa01,1926,1,DET,AL,12,9,35,24,16,2,2,589,199,76,6,75,61,0.26,3.48,,4,6,1,847,6,94,,, +goldsha01,1926,1,BSN,NL,5,7,19,15,5,0,0,303,135,49,2,28,16,0.33,4.37,,4,1,0,451,2,62,,, +grahask01,1926,1,BSN,NL,3,3,15,4,1,0,0,109,54,32,3,19,7,0.37,7.93,,2,2,0,178,3,32,,, +graydo02,1926,1,PHA,AL,11,12,38,18,5,0,0,452,164,61,9,50,82,0.27,3.64,,3,4,1,657,7,81,,, +greenke01,1926,1,NY1,NL,13,12,39,28,8,1,1,668,206,98,17,82,74,0.25,3.96,,3,5,0,938,7,111,,, +grimebu01,1926,1,BRO,NL,12,13,30,29,18,1,0,676,238,93,4,88,64,0.27,3.71,,4,5,1,996,1,114,,, +grovele01,1926,1,PHA,AL,13,13,45,33,20,1,6,774,227,72,6,101,194,0.24,2.51,,5,6,0,1072,9,97,,, +hadlebu01,1926,1,WS1,AL,0,0,1,0,0,0,0,9,6,4,0,2,0,0.42,12,,0,0,0,17,0,5,,, +haineje01,1926,1,SLN,NL,13,4,33,21,14,3,1,549,186,66,10,48,46,0.26,3.25,,4,2,1,767,7,76,,, +hallabi01,1926,1,SLN,NL,1,4,19,3,0,0,0,170,45,23,1,32,28,0.26,3.65,,0,1,0,212,8,27,,, +harrisl01,1926,1,PHA,AL,3,5,12,10,2,0,0,171,66,26,0,22,13,0.28,4.11,,3,0,0,261,2,34,,, +harrisl01,1926,2,BOS,AL,6,10,21,18,6,1,0,339,135,56,0,33,34,0.31,4.46,,4,2,0,494,2,66,,, +hearnbu02,1926,1,BSN,NL,4,9,34,12,3,0,2,352,121,55,2,56,40,0.27,4.22,,2,0,0,511,16,63,,, +heimafr01,1926,1,PHA,AL,1,0,13,1,0,0,0,95,28,10,1,5,8,0.23,2.84,,0,0,0,125,7,14,,, +heimafr01,1926,2,BOS,AL,2,9,20,13,6,0,0,306,119,64,5,42,17,0.3,5.65,,1,0,0,450,4,72,,, +hillca01,1926,1,PIT,NL,3,3,6,6,4,1,0,119,42,15,2,9,8,0.28,3.4,,1,2,1,164,0,17,,, +hollamu01,1926,1,CIN,NL,0,0,3,0,0,0,0,20,3,1,0,5,0,0.13,1.35,,1,0,0,28,3,1,,, +holloke01,1926,1,DET,AL,4,6,36,12,3,0,2,417,192,79,2,42,43,0.34,5.12,,2,8,1,635,14,94,,, +hoytwa01,1926,1,NYA,AL,16,12,40,28,12,1,4,653,224,93,4,62,79,0.26,3.85,,2,2,0,941,8,112,,, +hudliwi01,1926,1,CLE,AL,1,3,8,2,1,0,0,97,25,10,1,13,6,0.22,2.78,,1,2,0,132,3,13,,, +huntzwa01,1926,1,SLN,NL,0,4,9,4,2,0,0,102,35,16,4,14,9,0.26,4.24,,0,0,0,148,4,19,,, +huntzwa01,1926,2,CHN,NL,1,1,11,0,0,0,2,86,26,3,0,8,4,0.26,0.94,,0,3,0,118,8,8,,, +johnsau01,1926,1,DET,AL,6,4,35,14,3,1,1,338,117,67,6,69,40,0.27,5.35,,1,5,0,525,12,77,,, +johnsha01,1926,1,NYA,AL,0,0,1,0,0,0,1,3,2,2,0,2,0,0.4,18,,0,0,0,7,1,2,,, +johnssy01,1926,1,SLN,NL,0,3,19,6,1,0,1,147,54,23,3,15,10,0.29,4.22,,0,2,0,208,4,27,,, +johnswa01,1926,1,WS1,AL,15,16,33,33,22,2,0,782,259,105,13,73,125,0.26,3.63,,2,5,0,1101,0,120,,, +jonesdi01,1926,1,WS1,AL,2,1,4,3,1,0,0,63,20,10,0,11,3,0.26,4.29,,1,0,0,91,1,10,,, +jonespe01,1926,1,CHN,NL,12,7,30,20,10,2,2,481,151,55,3,90,80,0.25,3.09,,3,5,0,703,5,64,,, +jonessa01,1926,1,NYA,AL,9,8,39,23,6,1,5,483,186,89,6,80,69,0.29,4.98,,3,4,0,736,11,104,,, +jonnacl01,1926,1,SLA,AL,0,2,12,3,0,0,1,108,46,24,1,24,13,0.31,6,,1,0,0,178,1,29,,, +karrbe01,1926,1,CLE,AL,5,6,30,7,4,0,1,340,137,63,9,41,23,0.29,5,,3,6,0,535,17,72,,, +kaufmto01,1926,1,CHN,NL,9,7,26,21,14,1,2,509,169,57,6,44,52,0.26,3.02,,4,6,1,711,3,71,,, +keenvi01,1926,1,SLN,NL,10,9,26,21,12,1,0,456,179,77,15,42,29,0.29,4.56,,1,1,0,658,3,89,,, +kelleha01,1926,1,WS1,AL,0,0,7,1,0,0,0,30,17,9,0,8,6,0.4,8.1,,0,1,0,51,2,10,,, +kellymi01,1926,1,PHI,NL,0,0,4,0,0,0,0,20,9,7,0,4,2,0.34,9.45,,0,1,0,33,2,7,,, +kiefejo01,1926,1,BOS,AL,0,2,11,1,0,0,0,90,29,16,2,16,4,0.26,4.8,,1,2,0,134,7,19,,, +kneisru01,1926,1,DET,AL,0,1,2,2,1,0,0,51,18,5,2,6,4,0.27,2.65,,0,2,0,75,0,7,,, +knighja01,1926,1,PHI,NL,3,12,35,15,5,0,2,428,206,105,14,48,29,0.34,6.62,,1,0,0,668,12,122,,, +koupalo01,1926,1,PIT,NL,0,2,6,2,1,0,0,59,22,7,0,8,7,0.28,3.2,,0,1,0,87,2,9,,, +kremera01,1926,1,PIT,NL,20,6,37,26,18,3,5,694,221,67,9,51,74,0.25,2.61,,0,4,0,955,7,79,,, +lehrno01,1926,1,CLE,AL,0,0,4,0,0,0,0,44,11,5,0,4,4,0.21,3.07,,1,0,0,58,4,5,,, +leverdi01,1926,1,CHA,AL,1,1,6,3,1,0,0,72,31,16,1,7,12,0.31,6,,1,0,0,109,2,18,,, +levsedu01,1926,1,CLE,AL,16,13,33,31,18,2,0,712,235,90,11,85,53,0.26,3.41,,4,8,1,1020,2,110,,, +loftufr01,1926,1,WS1,AL,0,0,1,0,0,0,0,3,3,1,0,2,0,0.6,9,,0,0,0,7,0,2,,, +lucasre01,1926,1,CIN,NL,8,5,39,11,7,1,2,462,161,63,6,30,34,0.27,3.68,,1,2,0,639,20,68,,, +lundgde01,1926,1,BOS,AL,0,2,18,1,0,0,0,93,35,26,2,28,11,0.3,7.55,,3,3,1,146,7,28,,, +luquedo01,1926,1,CIN,NL,13,16,34,30,16,1,0,701,231,89,7,77,83,0.26,3.43,,3,2,0,993,1,123,,, +lyonste01,1926,1,CHA,AL,18,16,39,31,24,3,2,851,268,95,6,106,51,0.25,3.01,,1,1,0,1208,8,108,,, +macfada01,1926,1,BOS,AL,0,1,3,1,1,0,0,39,10,7,0,7,1,0.21,4.85,,0,0,0,54,0,7,,, +mahafro01,1926,1,PIT,NL,0,0,4,0,0,0,0,14,5,0,0,1,3,0.29,0,,0,1,0,20,3,4,,, +mailsdu01,1926,1,SLN,NL,0,1,1,0,0,0,0,3,2,0,0,1,1,0.4,0,,0,0,0,8,0,1,,, +marbefi01,1926,1,WS1,AL,12,7,64,5,3,0,22,414,120,46,4,66,43,0.24,3,,0,3,0,588,47,55,,, +mauner01,1926,1,PHI,NL,1,4,14,5,0,0,0,113,57,27,4,18,9,0.33,6.45,,2,1,0,190,6,36,,, +mayja01,1926,1,CIN,NL,13,9,45,15,9,1,3,503,175,60,4,44,103,0.27,3.22,,1,7,1,703,22,66,,, +maysca01,1926,1,CIN,NL,19,12,39,33,24,3,1,843,286,98,3,53,58,0.26,3.14,,2,4,0,1158,2,112,,, +mcbeepr01,1926,1,CHA,AL,0,0,1,0,0,0,0,4,1,1,0,3,1,0.25,6.75,,0,0,0,8,1,2,,, +mcgrabo01,1926,1,BRO,NL,9,13,33,21,10,0,1,523,197,89,12,67,49,0.29,4.59,,2,2,1,776,9,104,,, +mcnamti01,1926,1,NY1,NL,0,0,6,0,0,0,0,18,7,6,0,4,4,0.3,9,,0,0,0,29,4,6,,, +mcquahe01,1926,1,NYA,AL,1,0,17,1,0,0,0,115,48,26,5,13,6,0.32,6.1,,0,2,0,175,10,34,,, +mcquihu01,1926,1,NY1,NL,11,10,33,22,12,1,0,501,171,69,7,42,47,0.27,3.72,,2,1,0,690,5,72,,, +mcweedo01,1926,1,BRO,NL,11,13,42,24,10,1,1,649,213,73,6,84,96,0.25,3.04,,3,8,1,942,10,97,,, +meadole01,1926,1,PIT,NL,20,9,36,31,15,1,0,680,254,100,10,52,54,0.28,3.97,,3,4,0,967,1,125,,, +meadoru01,1926,1,CIN,NL,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,,0,0,0,1,1,0,,, +meekero01,1926,1,CIN,NL,0,2,7,1,1,0,0,63,24,15,1,9,5,0.32,6.43,,0,0,0,88,1,18,,, +milleja02,1926,1,CLE,AL,7,4,18,11,5,3,1,248,99,30,1,18,24,0.3,3.27,,0,2,0,354,5,34,,, +milstge01,1926,1,CHN,NL,1,5,18,4,0,0,2,166,63,22,0,24,14,0.3,3.58,,0,2,0,241,9,30,,, +mitchcl01,1926,1,PHI,NL,9,14,28,25,12,0,1,536,232,91,7,55,52,0.31,4.58,,3,4,0,805,3,111,,, +mogrige01,1926,1,BSN,NL,6,10,39,10,2,0,3,426,173,71,6,36,46,0.31,4.5,,2,3,0,619,24,82,,, +morrebi01,1926,1,WS1,AL,3,3,26,2,1,0,1,209,83,41,5,29,16,0.31,5.3,,0,2,0,308,8,48,,, +morrijo04,1926,1,PIT,NL,6,8,26,13,6,2,2,367,119,46,2,44,39,0.26,3.38,,1,2,0,513,6,52,,, +mossra01,1926,1,BRO,NL,0,0,1,0,0,0,0,3,3,1,0,0,0,0.6,9,,0,0,0,6,1,1,,, +murrage01,1926,1,WS1,AL,6,3,12,12,5,0,0,244,89,51,1,37,28,0.28,5.64,,3,6,0,370,0,56,,, +nehfar01,1926,1,NY1,NL,0,0,2,0,0,0,0,5,2,2,0,1,0,0.28,10.8,,0,0,0,8,1,2,,, +nehfar01,1926,2,CIN,NL,0,1,7,0,0,0,0,51,25,7,0,5,4,0.37,3.71,,0,1,0,78,4,10,,, +neverer01,1926,1,SLA,AL,2,4,11,7,4,0,0,224,82,37,4,24,16,0.29,4.46,,1,1,1,326,4,46,,, +nichoch01,1926,1,PIT,NL,0,0,3,0,0,0,0,23,13,7,0,5,2,0.34,8.22,,1,0,0,43,0,11,,, +ogdencu01,1926,1,WS1,AL,4,4,22,9,4,0,0,289,114,46,2,45,21,0.3,4.3,,2,5,0,446,6,55,,, +oldhare01,1926,1,PIT,NL,2,2,17,2,0,0,2,125,56,26,1,18,16,0.35,5.62,,0,1,0,185,7,27,,, +osborbo01,1926,1,CHN,NL,6,5,31,15,6,0,1,409,157,55,3,58,43,0.3,3.63,,1,0,0,606,11,64,,, +palmeem01,1926,1,WS1,AL,2,2,7,3,0,0,0,51,22,9,1,15,6,0.34,4.76,,1,1,0,85,3,15,,, +patejo01,1926,1,PHA,AL,9,0,47,2,0,0,6,339,109,34,3,51,24,0.26,2.71,,1,2,0,489,34,38,,, +pennohe01,1926,1,NYA,AL,23,11,40,33,19,1,2,799,294,107,11,43,78,0.28,3.62,,6,4,0,1124,5,133,,, +pettyje01,1926,1,BRO,NL,17,17,38,33,23,1,1,827,246,87,9,79,101,0.24,2.84,,2,3,0,1152,5,118,,, +piercbi01,1926,1,CHN,NL,6,5,19,5,1,0,0,271,96,45,1,37,31,0.28,4.48,,4,6,0,401,9,52,,, +piercra01,1926,1,PHI,NL,2,7,37,7,1,0,0,254,128,53,3,35,18,0.34,5.63,,4,1,0,418,12,71,,, +poetzjo01,1926,1,NY1,NL,0,1,2,1,0,0,0,24,5,3,2,8,0,0.19,3.38,,0,1,0,36,1,3,,, +portene01,1926,1,NY1,NL,0,0,2,0,0,0,0,6,2,1,1,0,1,0.25,4.5,,0,0,0,8,2,1,,, +quinnja01,1926,1,PHA,AL,10,11,31,21,8,3,1,491,191,62,4,36,58,0.29,3.41,,1,4,0,709,6,74,,, +rambope01,1926,1,PHI,NL,0,0,1,0,0,0,0,11,6,6,0,4,4,0.35,14.73,,0,0,0,21,0,8,,, +reinhar01,1926,1,SLN,NL,10,5,27,11,9,0,0,429,159,67,5,47,26,0.29,4.22,,1,3,0,620,10,75,,, +rhemfl01,1926,1,SLN,NL,20,7,34,34,20,1,0,774,241,92,12,75,72,0.25,3.21,,5,1,1,1068,0,121,,, +ringji01,1926,1,NY1,NL,11,10,39,23,5,0,2,550,207,93,12,74,76,0.29,4.57,,9,1,0,813,4,114,,, +rixeyep01,1926,1,CIN,NL,14,8,37,29,14,3,0,699,231,88,12,58,61,0.26,3.4,,2,2,0,959,4,104,,, +roberch01,1926,1,SLA,AL,1,2,8,7,1,0,0,84,38,26,4,21,13,0.33,8.36,,0,2,0,142,0,27,,, +rommeed01,1926,1,PHA,AL,11,11,37,26,12,3,0,657,225,75,10,54,52,0.26,3.08,,3,2,0,926,7,91,,, +rootch01,1926,1,CHN,NL,18,17,42,32,21,2,2,814,267,85,10,62,127,0.26,2.82,,1,6,1,1110,7,104,,, +rossbu01,1926,1,BOS,AL,0,1,1,0,0,0,0,8,5,5,0,4,0,0.38,16.88,,0,0,0,18,0,7,,, +ruethdu01,1926,1,WS1,AL,12,6,23,23,9,0,0,508,214,91,5,66,48,0.31,4.84,,0,4,1,781,0,100,,, +ruethdu01,1926,2,NYA,AL,2,3,5,5,1,0,0,108,32,14,0,18,8,0.24,3.5,,0,1,0,153,0,14,,, +ruffire01,1926,1,BOS,AL,6,15,37,22,6,0,2,498,169,81,4,68,58,0.27,4.39,,0,5,0,724,11,98,,, +russeja01,1926,1,BOS,AL,0,5,36,5,1,0,0,294,94,39,2,24,17,0.26,3.58,,1,1,1,390,22,40,,, +ryanro01,1926,1,BSN,NL,0,2,7,2,0,0,0,57,29,16,1,7,1,0.39,7.58,,1,0,0,88,2,19,,, +scottja01,1926,1,NY1,NL,13,15,50,22,13,0,5,678,242,109,13,53,82,0.27,4.34,,2,3,0,957,24,118,,, +shautjo01,1926,1,CLE,AL,14,10,34,25,15,1,1,620,215,81,9,65,47,0.27,3.53,,2,3,0,856,8,92,,, +shawkbo01,1926,1,NYA,AL,8,7,29,10,3,1,3,313,102,42,8,37,63,0.26,3.62,,0,2,0,445,14,49,,, +sheehto02,1926,1,PIT,NL,0,2,9,4,1,0,0,93,36,23,0,12,16,0.29,6.68,,0,2,0,139,2,24,,, +sherdbi01,1926,1,SLN,NL,16,12,34,29,17,3,0,704,255,91,15,49,59,0.27,3.49,,0,5,0,992,2,103,,, +shockur01,1926,1,NYA,AL,19,11,41,32,18,0,2,775,272,97,13,71,59,0.26,3.38,,1,2,0,1108,6,113,,, +sislege01,1926,1,SLA,AL,0,0,1,0,0,0,1,6,0,0,0,2,3,0,0,,0,0,0,7,1,0,,, +smithal02,1926,1,NY1,NL,0,0,1,0,0,0,0,6,4,2,0,2,0,0.44,9,,0,0,0,11,0,2,,, +smithbo02,1926,1,BSN,NL,10,13,33,23,14,4,1,604,199,84,10,75,44,0.26,3.75,,0,0,0,845,9,91,,, +smithge03,1926,1,DET,AL,1,2,23,1,0,0,0,132,55,34,3,33,15,0.31,6.95,,0,2,1,215,17,37,,, +smithsh01,1926,1,CLE,AL,11,10,27,24,16,1,0,565,214,78,8,31,25,0.29,3.73,,0,4,0,787,3,80,,, +sommeru01,1926,1,BOS,AL,0,0,2,0,0,0,0,6,3,3,0,3,0,0.33,13.5,,0,0,0,12,1,3,,, +songedo01,1926,1,PIT,NL,7,8,35,14,5,1,2,379,118,44,4,52,27,0.25,3.13,,1,11,0,547,13,60,,, +sothoal01,1926,1,SLN,NL,3,3,15,4,1,0,0,128,37,20,2,16,19,0.24,4.22,,1,0,0,177,4,22,,, +speecby01,1926,1,CLE,AL,0,0,2,0,0,0,0,9,1,0,0,2,1,0.12,0,,0,0,0,10,1,1,,, +sprinbr01,1926,1,CIN,NL,0,0,1,0,0,0,0,4,2,1,0,2,1,0.28,6.75,,0,1,0,10,0,3,,, +steenmi01,1926,1,CHA,AL,1,1,13,1,0,0,0,115,43,17,1,19,10,0.29,3.99,,0,2,0,175,7,22,,, +stoneli01,1926,1,DET,AL,7,10,32,22,7,0,0,479,179,97,11,63,57,0.29,5.47,,6,3,0,705,5,115,,, +strykdu01,1926,1,BRO,NL,0,0,2,0,0,0,0,6,8,6,0,1,0,0.57,27,,0,0,0,15,1,8,,, +taberle01,1926,1,PHI,NL,0,0,6,0,0,0,0,25,8,7,0,5,0,0.24,7.56,,0,2,0,40,4,7,,, +thomale01,1926,1,WS1,AL,0,0,6,0,0,0,0,26,8,5,0,10,3,0.26,5.19,,0,0,0,44,2,7,,, +thomamy01,1926,1,NYA,AL,6,6,33,13,3,0,0,421,140,66,6,65,38,0.27,4.23,,2,3,0,613,7,79,,, +thomato02,1926,1,CHA,AL,15,12,44,32,13,2,2,747,225,105,7,110,127,0.24,3.8,,2,1,0,1059,8,113,,, +thurssl01,1926,1,CHA,AL,6,8,31,13,6,1,3,403,164,75,10,36,35,0.31,5.02,,1,1,1,592,15,85,,, +uchriji01,1926,1,WS1,AL,0,0,3,0,0,0,0,24,13,9,0,8,0,0.43,10.13,,0,0,0,39,2,9,,, +uhlege01,1926,1,CLE,AL,27,11,39,36,32,3,1,955,300,100,7,118,159,0.25,2.83,,8,13,0,1367,2,114,,, +ulricdu01,1926,1,PHI,NL,8,13,45,17,8,1,1,443,178,67,9,37,52,0.3,4.08,,2,1,1,637,11,85,,, +vanceda01,1926,1,BRO,NL,9,10,24,22,12,0,1,507,172,73,7,58,140,0.27,3.89,,1,1,1,713,2,80,,, +vangiel01,1926,1,SLA,AL,9,11,42,19,8,1,1,543,196,104,12,98,40,0.28,5.17,,1,2,0,822,16,119,,, +vargubi01,1926,1,BSN,NL,0,0,4,0,0,0,0,9,4,1,0,1,0,0.33,3,,0,0,0,14,2,1,,, +walberu01,1926,1,PHA,AL,12,10,40,19,5,2,2,453,168,47,4,60,72,0.29,2.8,,1,6,0,653,8,67,,, +welchjo01,1926,1,CHN,NL,0,0,3,0,0,0,0,13,5,1,0,1,0,0.35,2.08,,0,0,0,16,3,2,,, +wellsed01,1926,1,DET,AL,12,10,36,26,9,4,0,534,201,82,7,76,58,0.29,4.15,,0,2,0,778,5,101,,, +welzeto01,1926,1,BOS,AL,4,3,39,6,1,1,0,417,167,75,5,53,29,0.3,4.86,,1,3,0,636,19,88,,, +wertsjo01,1926,1,BSN,NL,11,9,32,23,7,1,0,568,212,69,6,47,65,0.28,3.28,,3,10,0,820,8,85,,, +whiteea01,1926,1,DET,AL,16,13,36,34,13,0,0,757,271,112,7,79,109,0.27,3.99,,0,8,0,1099,2,136,,, +willile02,1926,1,PHA,AL,0,0,13,1,0,0,1,97,31,5,0,12,13,0.27,1.39,,1,1,0,133,4,9,,, +willile03,1926,1,BRO,NL,0,0,8,0,0,0,0,25,16,5,0,2,3,0.42,5.4,,0,0,1,41,7,6,,, +willocl01,1926,1,PHI,NL,8,12,47,18,6,0,1,504,218,111,7,71,37,0.32,5.95,,9,5,0,767,14,125,,, +wiltsha01,1926,1,BOS,AL,8,15,37,29,9,1,0,589,201,92,6,99,59,0.27,4.22,,3,6,0,878,5,112,,, +wingaer01,1926,1,SLA,AL,5,8,39,16,7,0,3,507,188,67,9,76,30,0.29,3.57,,1,5,0,760,16,86,,, +wingfte01,1926,1,BOS,AL,11,16,43,20,9,1,3,572,220,94,11,50,30,0.29,4.44,,3,2,1,831,16,119,,, +wisneja01,1926,1,NY1,NL,2,2,5,3,2,0,0,84,21,11,4,10,5,0.2,3.54,,0,0,0,113,1,12,,, +yarnaru01,1926,1,PHI,NL,0,1,1,0,0,0,0,3,3,2,0,1,0,0.5,18,,0,0,0,8,0,2,,, +ydeem01,1926,1,PIT,NL,8,7,37,22,12,1,0,562,181,76,3,81,34,0.26,3.65,,2,2,0,812,8,97,,, +zachato01,1926,1,SLA,AL,14,15,34,31,18,3,0,742,264,99,14,97,53,0.28,3.6,,2,6,1,1074,3,127,,, +zahnipa01,1926,1,BOS,AL,6,18,30,24,7,1,0,516,213,95,5,69,35,0.32,4.97,,4,3,0,781,5,106,,, +aldrivi01,1927,1,PIT,NL,15,10,35,34,17,1,1,718,248,113,16,74,86,0.27,4.25,,0,5,0,1028,1,123,,, +alexape01,1927,1,SLN,NL,21,10,37,30,22,2,3,804,261,75,11,38,48,0.25,2.52,,1,1,0,1082,4,94,,, +applepe01,1927,1,CIN,NL,2,1,6,2,2,1,0,89,29,6,0,17,3,0.26,1.82,,1,0,1,128,3,7,,, +baeched01,1927,1,PHI,NL,0,1,1,1,0,0,0,18,12,8,0,2,0,0.42,12,,0,0,0,31,0,8,,, +bakerne01,1927,1,PHA,AL,0,0,5,2,0,0,0,52,27,11,2,7,3,0.36,5.71,,0,0,0,84,0,17,,, +ballowi01,1927,1,SLA,AL,5,6,21,11,4,0,0,271,105,48,4,46,17,0.3,4.78,,1,1,0,396,3,56,,, +barnach01,1927,1,CHA,AL,0,5,17,4,1,0,0,183,86,36,2,20,5,0.35,5.31,,2,5,0,284,11,46,,, +barneje01,1927,1,BRO,NL,2,10,18,10,2,0,0,236,106,50,5,25,14,0.33,5.72,,2,0,0,360,5,64,,, +barnevi01,1927,1,NY1,NL,14,11,35,29,12,2,2,686,251,101,14,51,66,0.28,3.98,,2,4,0,963,3,116,,, +beallwa01,1927,1,NYA,AL,0,0,1,0,0,0,0,3,1,1,0,0,0,0.33,9,,0,0,0,4,1,1,,, +beckbo01,1927,1,SLA,AL,1,0,3,1,1,0,0,34,15,7,0,5,6,0.33,5.56,,0,1,0,53,0,8,,, +beckmji01,1927,1,CIN,NL,0,1,4,1,0,0,0,37,18,8,2,6,0,0.34,5.84,,0,1,0,62,3,10,,, +bellhi01,1927,1,SLN,NL,1,3,25,1,0,0,0,172,71,25,5,22,31,0.31,3.92,,0,1,0,255,11,37,,, +bennefr01,1927,1,BOS,AL,0,1,4,1,0,0,0,37,15,4,0,6,1,0.33,2.92,,0,0,0,52,0,4,,, +bentlja01,1927,1,NY1,NL,0,0,4,0,0,0,0,29,7,3,1,10,3,0.2,2.79,,0,1,0,47,2,7,,, +bentola01,1927,1,BSN,NL,4,2,11,10,3,0,0,181,72,30,3,27,25,0.31,4.48,,2,2,0,269,1,33,,, +bentola01,1927,2,NY1,NL,13,5,29,23,8,1,2,519,183,76,9,54,65,0.27,3.95,,0,2,0,736,5,83,,, +billijo02,1927,1,DET,AL,5,4,10,9,5,0,0,201,64,36,3,39,18,0.25,4.84,,2,6,0,302,1,36,,, +blaehge01,1927,1,SLA,AL,0,1,1,1,1,0,0,27,8,5,1,4,2,0.25,5,,0,1,0,37,0,5,,, +blakesh01,1927,1,CHN,NL,13,14,32,27,13,2,0,673,238,82,3,82,64,0.28,3.29,,4,4,0,963,2,101,,, +blankte01,1927,1,CHA,AL,12,17,37,34,11,3,0,710,280,133,14,74,51,0.29,5.06,,2,2,0,1042,1,156,,, +bolenst01,1927,1,SLA,AL,0,1,3,1,1,0,0,29,14,9,0,5,7,0.36,8.38,,1,0,1,44,2,9,,, +boneyha01,1927,1,NY1,NL,0,0,3,0,0,0,0,12,4,1,0,2,0,0.26,2.25,,0,0,0,17,3,1,,, +bradlhe01,1927,1,BOS,AL,1,1,6,2,2,0,0,69,16,8,0,7,6,0.19,3.13,,0,2,0,92,2,9,,, +braxtga01,1927,1,WS1,AL,10,9,58,2,0,0,13,466,144,51,5,33,96,0.24,2.95,,3,2,0,639,32,62,,, +brillji01,1927,1,CHN,NL,4,2,32,12,4,0,0,386,140,59,4,38,36,0.28,4.13,,4,4,1,556,8,67,,, +brownjo03,1927,1,CHA,AL,0,0,1,1,0,0,0,0,2,0,0,1,0,1,,,0,0,0,3,0,3,,, +brownju01,1927,1,CLE,AL,0,2,8,0,0,0,0,56,19,13,3,26,8,0.28,6.27,,1,1,0,98,6,14,,, +buckega01,1927,1,CLE,AL,10,17,35,25,13,2,1,614,231,90,6,74,38,0.29,3.96,,10,5,0,899,8,106,,, +burkebo01,1927,1,WS1,AL,3,2,36,6,1,0,0,300,91,44,6,32,20,0.24,3.96,,3,7,2,414,16,48,,, +bushefr01,1927,1,BOS,AL,0,0,1,0,0,0,0,4,2,1,0,2,0,0.5,6.75,,0,0,0,6,0,1,,, +bushgu01,1927,1,CHN,NL,10,10,36,22,9,1,2,580,177,65,3,79,62,0.25,3.03,,2,6,1,813,10,76,,, +bushjo01,1927,1,PIT,NL,1,2,5,3,0,0,0,20,14,10,1,5,1,0.41,13.5,,1,0,0,42,1,14,,, +bushjo01,1927,2,NY1,NL,1,1,3,2,1,0,0,36,18,10,1,5,6,0.34,7.5,,0,0,0,58,1,10,,, +cantrgu01,1927,1,BRO,NL,0,0,6,0,0,0,0,30,10,3,0,6,5,0.25,2.7,,0,0,0,47,3,3,,, +cantrgu01,1927,2,PHA,AL,0,2,2,2,2,0,0,54,25,10,0,7,7,0.33,5,,1,0,0,82,0,10,,, +cantwbe01,1927,1,NY1,NL,1,1,5,2,1,0,0,59,26,9,1,2,6,0.31,4.12,,1,1,0,87,2,9,,, +carlsha01,1927,1,PHI,NL,4,5,11,9,4,0,1,191,80,37,7,18,13,0.31,5.23,,1,0,0,280,1,41,,, +carlsha01,1927,2,CHN,NL,12,8,27,22,15,2,0,553,201,65,9,27,27,0.28,3.17,,0,2,0,763,4,73,,, +carroow01,1927,1,DET,AL,10,6,31,15,8,0,0,516,186,76,5,73,41,0.28,3.98,,3,6,1,762,13,99,,, +cheevvi01,1927,1,NY1,NL,0,0,3,0,0,0,0,19,8,3,1,4,1,0.33,4.26,,0,0,0,30,2,3,,, +clarkbi01,1927,1,NY1,NL,3,9,26,7,2,0,2,260,92,42,3,52,28,0.28,4.36,,5,1,0,397,11,50,,, +clarkwa02,1927,1,BRO,NL,7,2,27,3,1,0,2,221,74,19,2,19,32,0.26,2.32,,0,0,0,305,17,23,,, +coffmdi01,1927,1,WS1,AL,0,1,5,2,0,0,0,48,20,6,0,2,5,0.31,3.38,,0,2,0,71,0,9,,, +colebe01,1927,1,CHA,AL,1,4,27,2,0,0,0,200,79,35,3,19,12,0.3,4.73,,1,3,0,292,13,43,,, +collaha01,1927,1,CLE,AL,0,0,4,0,0,0,0,16,8,3,0,3,2,0.33,5.06,,0,0,0,29,4,7,,, +colliri01,1927,1,DET,AL,13,7,30,25,10,1,0,518,207,90,5,59,37,0.31,4.69,,3,8,1,768,2,116,,, +connasa01,1927,1,CHA,AL,10,15,43,18,11,1,5,595,217,90,8,83,58,0.29,4.08,,2,9,0,863,19,108,,, +covelst01,1927,1,WS1,AL,2,1,5,4,0,0,0,43,13,5,0,8,3,0.25,3.14,,0,0,0,63,0,7,,, +cremibo01,1927,1,BOS,AL,0,0,4,0,0,0,0,16,5,3,0,3,0,0.25,5.06,,0,0,0,24,3,4,,, +crowdal01,1927,1,WS1,AL,4,7,15,11,4,2,0,202,58,34,3,42,22,0.23,4.54,,1,2,0,291,1,44,,, +crowdal01,1927,2,SLA,AL,3,5,21,8,2,1,3,221,71,41,3,42,30,0.26,5.01,,2,1,1,331,10,44,,, +culloni02,1927,2,CLE,AL,0,0,1,0,0,0,0,3,3,1,0,0,0,0.6,9,,0,0,0,5,1,1,,, +cvengmi01,1927,1,PIT,NL,2,1,23,4,0,0,1,161,55,20,3,24,21,0.27,3.35,,6,2,0,236,10,25,,, +dawsojo01,1927,1,PIT,NL,3,7,20,7,4,0,0,242,80,40,2,32,17,0.26,4.46,,0,0,0,349,9,47,,, +deanwa01,1927,1,PHI,NL,0,1,2,0,0,0,0,9,6,4,0,2,1,0.5,12,,0,0,0,15,1,4,,, +deanwa01,1927,2,CHN,NL,0,0,2,0,0,0,0,6,0,0,0,2,2,0,0,,0,1,0,9,2,0,,, +decatar01,1927,1,PHI,NL,3,5,29,3,0,0,0,284,130,78,11,20,27,0.33,7.42,,1,4,0,433,15,78,,, +doakbi01,1927,1,BRO,NL,11,8,27,20,6,1,0,435,153,56,6,40,32,0.27,3.48,,0,3,0,622,4,73,,, +donohpe01,1927,1,CIN,NL,6,16,33,24,12,1,1,572,253,87,3,32,48,0.32,4.11,,0,1,0,842,4,111,,, +doyleje01,1927,1,DET,AL,0,0,7,0,0,0,0,37,16,11,0,5,5,0.31,8.03,,0,0,0,57,2,11,,, +dyered01,1927,1,SLN,NL,0,0,1,0,0,0,0,6,5,4,1,2,1,0.5,18,,0,0,0,12,1,4,,, +dykesji01,1927,1,PHA,AL,0,0,2,0,0,0,1,6,2,1,0,1,0,0.33,4.5,,0,0,0,8,2,1,,, +edwarfo01,1927,1,BSN,NL,2,8,29,11,1,0,0,276,95,51,2,45,37,0.27,4.99,,2,3,0,413,11,59,,, +ehmkeho01,1927,1,PHA,AL,12,10,30,27,10,1,0,569,200,89,13,60,68,0.28,4.22,,1,14,0,816,2,103,,, +ehrharu01,1927,1,BRO,NL,3,7,46,3,2,0,2,287,90,38,3,37,22,0.26,3.57,,1,3,0,404,26,46,,, +ellioju01,1927,1,BRO,NL,6,13,30,21,12,2,3,565,188,69,5,60,99,0.26,3.3,,2,1,2,788,5,82,,, +faberre01,1927,1,CHA,AL,4,7,18,15,6,0,0,332,131,56,2,41,39,0.31,4.55,,3,5,0,488,1,64,,, +falkch01,1927,1,SLA,AL,1,0,9,0,0,0,0,47,25,10,1,10,2,0.35,5.74,,0,0,0,83,6,18,,, +faulkji01,1927,1,NY1,NL,1,0,3,1,0,0,0,29,13,4,0,5,2,0.31,3.72,,0,1,1,47,2,4,,, +fergual01,1927,1,PHI,NL,8,16,31,31,16,0,0,681,280,122,15,65,73,0.31,4.84,,2,6,1,1001,0,132,,, +ferrewe01,1927,1,CLE,AL,0,0,1,0,0,0,0,3,3,3,0,2,0,0.6,27,,0,0,0,8,1,3,,, +fitzsfr01,1927,1,NY1,NL,17,10,42,31,14,1,3,734,260,101,15,67,78,0.27,3.72,,3,4,0,1043,7,127,,, +frankfr02,1927,1,SLN,NL,5,1,6,6,5,1,0,150,41,15,2,16,20,0.21,2.7,,2,1,0,212,0,18,,, +gastomi01,1927,1,SLA,AL,13,17,37,30,21,0,1,762,275,141,18,100,77,0.28,5,,8,3,1,1117,6,177,,, +genewjo01,1927,1,BSN,NL,11,8,40,19,7,0,1,543,199,77,7,54,38,0.27,3.83,,1,2,0,794,13,93,,, +giardjo01,1927,1,NYA,AL,0,0,16,0,0,0,0,81,38,24,1,19,10,0.35,8,,0,0,0,134,6,25,,, +gibsosa01,1927,1,DET,AL,11,12,33,26,11,0,0,554,201,78,9,86,76,0.28,3.8,,6,8,0,832,4,113,,, +goldsha01,1927,1,BSN,NL,1,3,22,5,1,0,1,215,83,28,4,26,13,0.28,3.52,,2,0,0,320,11,34,,, +grampha01,1927,1,CHN,NL,0,0,2,0,0,0,0,9,4,3,0,1,3,0.33,9,,0,0,0,13,2,3,,, +grantge02,1927,1,CLE,AL,4,6,25,3,2,0,1,224,85,37,1,40,19,0.3,4.46,,3,0,0,336,14,46,,, +graydo02,1927,1,PHA,AL,9,6,37,13,3,1,3,400,153,68,4,51,49,0.29,4.59,,3,4,0,586,13,78,,, +greenke01,1927,1,NY1,NL,2,2,12,1,0,0,0,60,39,21,3,13,4,0.41,9.45,,1,2,0,113,6,25,,, +greenke01,1927,2,BSN,NL,11,14,27,26,11,1,0,570,203,81,3,59,59,0.28,3.84,,2,5,0,817,1,92,,, +grimebu01,1927,1,NY1,NL,19,8,39,34,15,2,2,779,274,102,12,87,102,0.27,3.54,,4,4,0,1103,4,116,,, +grovele01,1927,1,PHA,AL,20,13,51,28,14,1,9,787,251,93,6,79,174,0.25,3.19,,5,2,1,1106,18,116,,, +hadlebu01,1927,1,WS1,AL,14,6,30,27,13,0,0,596,177,63,2,86,60,0.24,2.85,,4,9,1,843,2,72,,, +haineje01,1927,1,SLN,NL,24,10,38,36,25,6,1,902,273,91,11,77,89,0.24,2.72,,1,5,0,1228,1,114,,, +hankido01,1927,1,DET,AL,2,1,20,1,0,0,2,128,67,30,1,13,10,0.38,6.33,,0,0,0,198,9,39,,, +harrisl01,1927,1,BOS,AL,14,21,44,27,11,1,1,653,253,101,8,66,77,0.29,4.18,,1,9,0,962,13,127,,, +hearnbu02,1927,1,BSN,NL,0,2,8,0,0,0,0,38,16,6,0,9,5,0.32,4.26,,1,0,0,59,3,9,,, +henrydu01,1927,1,NY1,NL,11,6,45,15,7,1,4,491,184,77,6,31,40,0.27,4.23,,2,0,0,711,17,93,,, +hillca01,1927,1,PIT,NL,22,11,43,31,22,2,3,833,260,100,12,80,95,0.24,3.24,,2,4,0,1165,7,125,,, +hollamu01,1927,1,NY1,NL,1,0,2,0,0,0,0,6,0,0,0,3,0,0,0,,1,0,0,9,2,0,,, +holloke01,1927,1,DET,AL,11,12,36,23,11,1,6,550,210,83,10,61,36,0.29,4.07,,2,4,0,804,10,103,,, +hopkipa01,1927,1,WS1,AL,1,0,2,1,0,0,0,27,13,5,1,4,5,0.36,5,,0,0,0,42,1,6,,, +hoytwa01,1927,1,NYA,AL,22,7,36,32,23,3,1,769,242,75,10,54,86,0.25,2.63,,1,4,0,1045,4,90,,, +hudliwi01,1927,1,CLE,AL,18,12,43,30,18,1,0,794,291,118,3,83,65,0.28,4.01,,6,11,1,1156,9,132,,, +jacobel01,1927,1,CHA,AL,2,4,25,8,2,1,0,223,105,38,3,37,22,0.35,4.6,,0,4,1,353,10,49,,, +jeanete01,1927,1,NY1,NL,0,0,1,0,0,0,0,3,2,1,0,2,0,0.4,9,,1,0,0,7,1,1,,, +johnsar01,1927,1,NY1,NL,0,0,1,0,0,0,0,9,1,0,0,1,0,0.12,0,,0,0,0,11,0,1,,, +johnsau01,1927,1,DET,AL,0,0,1,0,0,0,0,3,1,1,0,1,1,0.33,9,,0,0,0,5,1,1,,, +johnsji02,1927,1,PHA,AL,4,2,17,3,2,0,0,155,42,20,2,16,16,0.23,3.48,,1,4,0,205,6,20,,, +johnssy01,1927,1,SLN,NL,0,0,2,0,0,0,0,9,3,2,1,0,2,0.25,6,,0,0,0,12,1,2,,, +johnswa01,1927,1,WS1,AL,5,6,18,15,7,1,0,323,113,61,7,26,48,0.27,5.1,,1,7,0,460,2,70,,, +jonesdi01,1927,1,WS1,AL,0,0,2,0,0,0,0,10,8,8,0,5,1,0.44,21.6,,0,0,0,24,0,11,,, +jonespe01,1927,1,CHN,NL,7,8,30,11,5,1,0,338,123,51,3,72,37,0.28,4.07,,2,6,0,529,11,67,,, +jonessa01,1927,1,SLA,AL,8,14,30,26,11,0,0,569,211,91,13,102,72,0.28,4.32,,3,3,0,877,2,121,,, +juddra01,1927,1,WS1,AL,0,0,1,0,0,0,1,12,8,3,0,2,2,0.4,6.75,,0,0,0,22,1,3,,, +karrbe01,1927,1,CLE,AL,3,3,22,5,1,0,2,230,92,43,5,32,17,0.31,5.05,,0,1,0,341,6,49,,, +kaufmto01,1927,1,CHN,NL,3,3,9,6,3,0,0,160,75,38,8,19,21,0.33,6.41,,1,4,0,254,1,44,,, +kaufmto01,1927,2,PHI,NL,0,3,5,5,1,0,0,56,37,22,2,8,4,0.42,10.61,,1,0,0,100,1,25,,, +kaufmto01,1927,3,SLN,NL,0,0,1,0,0,0,0,1,4,3,0,1,0,1,81,,0,0,0,5,0,3,,, +keenvi01,1927,1,SLN,NL,2,1,21,0,0,0,0,101,39,18,3,8,12,0.29,4.81,,2,2,0,152,7,21,,, +knighja01,1927,1,BSN,NL,0,0,3,0,0,0,0,9,6,5,0,2,0,0.42,15,,0,0,0,16,0,5,,, +kolpra01,1927,1,CIN,NL,3,3,24,5,2,1,3,247,86,28,5,29,28,0.27,3.06,,1,1,0,352,11,38,,, +kremera01,1927,1,PIT,NL,19,8,35,28,18,3,2,678,205,62,9,53,63,0.24,2.47,,2,0,0,927,6,73,,, +levsedu01,1927,1,CLE,AL,3,7,25,13,2,1,0,241,96,49,1,37,15,0.3,5.49,,0,2,0,365,4,54,,, +lisenho01,1927,1,WS1,AL,18,9,39,34,17,4,0,726,221,96,6,78,105,0.24,3.57,,0,3,0,1018,4,114,,, +littlca01,1927,1,SLN,NL,3,1,14,2,1,0,0,126,47,21,4,14,16,0.29,4.5,,1,0,0,178,10,21,,, +lucasre01,1927,1,CIN,NL,18,11,37,23,19,4,2,719,231,90,6,39,51,0.25,3.38,,0,0,0,974,11,96,,, +lundgde01,1927,1,BOS,AL,5,12,30,17,5,2,0,409,160,95,7,87,39,0.3,6.27,,7,4,2,640,7,100,,, +luquedo01,1927,1,CIN,NL,13,12,29,27,17,2,0,692,225,82,10,56,76,0.26,3.2,,6,0,0,949,1,103,,, +lyonste01,1927,1,CHA,AL,22,14,39,34,30,2,2,923,291,97,7,67,71,0.25,2.84,,2,0,1,1262,4,125,,, +macfada01,1927,1,BOS,AL,5,8,34,16,6,1,2,481,176,76,9,59,42,0.29,4.27,,0,6,0,692,15,88,,, +mahafro01,1927,1,PIT,NL,1,0,2,1,0,0,0,28,9,8,0,9,4,0.3,7.71,,1,0,0,45,1,8,,, +marbefi01,1927,1,WS1,AL,10,7,56,10,2,0,9,466,177,80,4,68,74,0.29,4.64,,2,3,0,694,30,92,,, +mayja01,1927,1,CIN,NL,15,12,44,28,17,2,1,707,242,92,4,70,121,0.27,3.51,,8,14,0,1003,10,110,,, +maysca01,1927,1,CIN,NL,3,7,14,9,6,0,0,246,89,32,1,10,17,0.27,3.51,,1,1,0,343,4,39,,, +mcgrabo01,1927,1,BRO,NL,0,1,1,1,0,0,0,12,5,4,1,2,2,0.31,9,,0,0,0,19,0,5,,, +mcgrabo01,1927,2,SLN,NL,4,5,18,12,4,1,0,282,121,53,3,30,37,0.32,5.07,,2,0,0,422,3,65,,, +mckaiha01,1927,1,CLE,AL,0,1,2,1,0,0,0,33,18,5,0,4,5,0.39,4.09,,1,0,0,51,1,6,,, +mcquihu01,1927,1,NY1,NL,5,4,11,9,5,0,0,174,73,29,4,22,17,0.3,4.5,,2,1,0,264,2,32,,, +mcquihu01,1927,2,BSN,NL,3,5,13,11,2,0,0,234,109,48,2,24,17,0.33,5.54,,0,2,0,372,1,65,,, +mcweedo01,1927,1,BRO,NL,4,8,34,22,6,0,1,493,167,65,13,70,73,0.26,3.56,,4,8,0,725,5,80,,, +meadole01,1927,1,PIT,NL,19,10,40,38,25,2,0,898,315,113,11,66,84,0.27,3.4,,1,8,0,1263,1,131,,, +miljujo01,1927,1,PIT,NL,8,3,19,6,3,2,0,227,62,16,0,17,24,0.22,1.9,,2,0,0,297,11,21,,, +milleja02,1927,1,CLE,AL,10,8,34,23,11,0,0,556,189,66,4,48,53,0.27,3.21,,0,6,1,776,4,80,,, +milleru01,1927,1,PHI,NL,1,1,2,2,1,0,0,46,21,9,2,3,4,0.33,5.28,,0,1,0,70,0,9,,, +millsar01,1927,1,BSN,NL,0,1,15,1,0,0,0,113,41,16,1,18,7,0.28,3.82,,2,3,0,173,9,19,,, +mitchcl01,1927,1,PHI,NL,6,3,13,12,8,1,0,284,99,43,7,28,17,0.27,4.09,,3,2,0,401,0,44,,, +mogrige01,1927,1,BSN,NL,6,4,20,1,0,0,5,146,48,20,4,15,26,0.25,3.7,,1,2,0,211,16,23,,, +moorewi01,1927,1,NYA,AL,19,7,50,12,6,1,13,639,185,54,3,59,75,0.23,2.28,,4,1,1,870,30,68,,, +morrigu01,1927,1,BSN,NL,1,2,11,3,1,0,0,103,40,17,1,15,6,0.29,4.46,,4,0,0,158,5,22,,, +morrijo04,1927,1,PIT,NL,3,2,21,2,1,0,3,161,63,25,2,21,21,0.3,4.19,,1,0,0,236,11,27,,, +mossra01,1927,1,BRO,NL,1,0,1,1,0,0,0,25,11,3,0,1,1,0.33,3.24,,0,0,0,35,0,3,,, +murrage01,1927,1,WS1,AL,1,1,7,3,0,0,0,54,18,14,1,15,5,0.26,7,,0,2,0,89,2,18,,, +nehfar01,1927,1,CIN,NL,3,5,21,5,1,0,4,136,59,28,2,14,21,0.31,5.56,,2,0,0,203,14,33,,, +nehfar01,1927,2,CHN,NL,1,1,8,2,2,1,1,79,25,4,0,9,12,0.26,1.37,,0,0,0,110,5,5,,, +neverer01,1927,1,SLA,AL,3,8,27,5,2,0,2,284,105,52,8,35,22,0.31,4.94,,5,2,0,397,13,61,,, +nichoch01,1927,1,PIT,NL,0,3,8,0,0,0,0,83,34,18,1,17,9,0.3,5.86,,1,1,0,132,3,19,,, +onealsk01,1927,1,PHI,NL,0,0,2,0,0,0,0,15,9,5,0,2,2,0.4,9,,0,0,0,25,2,5,,, +osborbo01,1927,1,CHN,NL,5,5,24,12,2,0,0,323,125,50,2,48,45,0.29,4.18,,0,1,0,485,10,54,,, +patejo01,1927,1,PHA,AL,0,3,32,0,0,0,6,161,67,31,3,21,14,0.31,5.2,,1,1,0,249,19,36,,, +peeryre01,1927,1,PIT,NL,0,0,1,0,0,0,0,3,0,0,0,1,0,0,0,,0,0,0,5,1,1,,, +pennohe01,1927,1,NYA,AL,19,8,34,26,18,1,2,629,225,70,5,48,51,0.28,3,,0,2,0,880,7,89,,, +pettyje01,1927,1,BRO,NL,13,18,42,33,19,2,1,815,263,90,13,53,101,0.25,2.98,,4,4,0,1137,6,108,,, +pipgrge01,1927,1,NYA,AL,10,3,29,21,9,1,0,499,148,76,2,77,81,0.24,4.11,,4,1,1,703,5,81,,, +plittno01,1927,1,BRO,NL,2,6,19,8,1,0,0,187,73,34,3,36,9,0.3,4.91,,1,1,0,288,5,40,,, +plittno01,1927,2,NY1,NL,1,0,3,0,0,0,0,22,9,3,0,1,0,0.31,3.68,,0,1,0,31,0,3,,, +portene01,1927,1,NY1,NL,0,0,1,0,0,0,0,6,3,0,0,1,0,0.33,0,,0,0,0,10,0,1,,, +powerik01,1927,1,PHA,AL,1,1,11,1,0,0,0,78,26,13,1,7,3,0.27,4.5,,0,0,0,110,6,16,,, +pruethu01,1927,1,PHI,NL,7,17,31,28,12,1,1,558,238,125,6,89,90,0.31,6.05,,4,12,0,881,3,147,,, +quinnja01,1927,1,PHA,AL,15,10,34,25,11,3,1,604,211,73,8,37,43,0.27,3.26,,1,4,0,825,4,82,,, +reinhar01,1927,1,SLN,NL,5,2,21,9,4,2,1,245,82,38,5,36,15,0.26,4.19,,0,0,0,348,6,47,,, +rhemfl01,1927,1,SLN,NL,10,12,27,26,9,2,0,508,189,83,6,54,51,0.28,4.41,,1,4,1,738,1,102,,, +ringji01,1927,1,SLN,NL,0,4,13,3,1,0,0,99,39,24,3,17,13,0.3,6.55,,1,1,0,156,8,28,,, +rixeyep01,1927,1,CIN,NL,12,10,34,29,11,1,1,659,240,85,3,43,42,0.28,3.48,,6,3,0,913,5,106,,, +roberch01,1927,1,BSN,NL,7,17,28,22,6,0,0,463,188,81,2,46,49,0.3,4.72,,4,4,1,693,5,90,,, +rommeed01,1927,1,PHA,AL,11,3,30,17,8,2,1,440,166,71,6,48,33,0.28,4.36,,2,3,1,642,4,83,,, +rootch01,1927,1,CHN,NL,26,15,48,36,21,4,2,927,296,129,16,117,145,0.25,3.76,,3,9,1,1316,12,148,,, +roylu01,1927,1,CHN,NL,3,1,11,0,0,0,0,59,14,5,0,11,5,0.2,2.29,,0,1,0,82,7,9,,, +rudoldi01,1927,1,BSN,NL,0,0,1,0,0,0,0,4,1,0,0,1,0,0.2,0,,1,0,0,6,1,0,,, +ruethdu01,1927,1,NYA,AL,13,6,27,26,12,3,0,552,202,69,8,52,45,0.28,3.38,,0,7,0,785,0,86,,, +ruffire01,1927,1,BOS,AL,5,13,26,18,10,0,2,475,160,82,7,87,77,0.27,4.66,,5,4,1,703,7,94,,, +russeja01,1927,1,BOS,AL,4,9,34,15,4,1,0,441,172,67,5,40,25,0.29,4.1,,1,5,1,650,13,80,,, +scottja01,1927,1,PHI,NL,9,21,48,25,17,1,1,700,304,132,15,69,69,0.33,5.09,,4,4,0,1043,17,154,,, +shautjo01,1927,1,CLE,AL,9,16,45,28,14,0,2,691,255,108,9,75,63,0.28,4.22,,5,2,1,1003,10,140,,, +shawkbo01,1927,1,NYA,AL,2,3,19,2,0,0,4,131,44,14,1,16,23,0.26,2.89,,3,1,0,190,11,19,,, +sherdbi01,1927,1,SLN,NL,17,12,39,28,18,0,6,697,241,91,17,48,59,0.26,3.53,,3,3,0,971,9,109,,, +shockur01,1927,1,NYA,AL,18,6,31,27,13,2,0,600,207,63,8,41,35,0.26,2.84,,1,1,0,839,1,86,,, +smithbo02,1927,1,BSN,NL,10,18,41,32,16,1,3,782,297,109,9,75,81,0.3,3.76,,1,2,1,1110,7,132,,, +smithge03,1927,1,DET,AL,4,1,29,0,0,0,0,214,62,31,3,50,32,0.24,3.91,,0,2,0,318,13,38,,, +smithru01,1927,1,DET,AL,0,0,1,1,0,0,0,24,8,3,0,3,2,0.24,3.38,,1,1,1,37,0,4,,, +smithsh01,1927,1,CLE,AL,1,4,11,2,1,0,1,114,53,23,2,14,8,0.34,5.45,,1,0,0,175,7,25,,, +sommeru01,1927,1,BOS,AL,0,0,7,0,0,0,0,42,18,13,2,14,2,0.35,8.36,,1,0,0,69,5,15,,, +songedo01,1927,1,PIT,NL,0,0,2,0,0,0,0,14,10,6,0,4,1,0.52,11.57,,0,1,0,27,0,10,,, +songedo01,1927,2,NY1,NL,3,5,22,1,0,0,1,151,48,16,4,31,9,0.26,2.86,,0,1,0,228,11,22,,, +stewafr01,1927,1,CHA,AL,0,1,1,1,0,0,0,12,5,4,0,4,0,0.35,9,,0,0,0,19,0,4,,, +stewale01,1927,1,SLA,AL,8,11,27,19,11,0,1,467,187,74,7,43,43,0.31,4.28,,1,2,0,675,6,83,,, +stoneli01,1927,1,DET,AL,10,13,38,24,13,0,5,645,251,95,9,77,63,0.3,3.98,,6,3,1,946,12,118,,, +sweetle01,1927,1,PHI,NL,2,10,21,13,6,0,0,311,147,71,3,53,21,0.34,6.16,,4,3,0,494,6,77,,, +taberle01,1927,1,PHI,NL,0,1,3,1,0,0,0,10,8,7,0,5,0,0.53,18.9,,0,1,0,25,0,9,,, +thomafa01,1927,1,NY1,NL,0,0,9,0,0,0,0,49,19,6,3,4,11,0.3,3.31,,0,1,0,71,6,10,,, +thomamy01,1927,1,NYA,AL,7,4,21,9,1,0,0,266,111,48,4,43,25,0.32,4.87,,3,1,0,399,8,54,,, +thomato02,1927,1,CHA,AL,19,16,40,36,24,3,1,923,271,102,16,94,107,0.24,2.98,,0,1,1,1252,3,110,,, +thurssl01,1927,1,WS1,AL,13,13,29,28,13,2,0,616,254,102,16,60,38,0.3,4.47,,1,2,1,914,1,118,,, +uhlege01,1927,1,CLE,AL,8,9,25,22,10,1,1,460,187,74,3,59,69,0.31,4.34,,2,9,0,703,3,88,,, +ulricdu01,1927,1,PHI,NL,8,11,32,18,14,1,1,580,201,68,6,40,42,0.27,3.17,,0,0,0,805,10,82,,, +underwi01,1927,1,CLE,AL,0,2,4,1,0,0,0,25,12,9,0,11,4,0.37,9.72,,1,0,0,45,3,11,,, +vanalcl01,1927,1,WS1,AL,0,0,2,0,0,0,0,9,3,1,0,0,0,0.25,3,,0,0,0,12,2,1,,, +vanceda01,1927,1,BRO,NL,16,15,34,32,25,2,1,820,242,82,12,69,184,0.23,2.7,,2,6,0,1123,2,98,,, +vangiel01,1927,1,SLA,AL,10,12,44,23,12,3,1,609,245,108,13,102,62,0.31,4.79,,5,5,1,1031,14,136,,, +walberu01,1927,1,PHA,AL,16,12,46,34,15,0,4,748,257,109,18,91,136,0.27,3.93,,2,4,0,1079,11,139,,, +walkebi01,1927,1,NY1,NL,0,0,3,0,0,0,0,12,6,4,0,5,4,0.42,9,,0,0,0,23,2,6,,, +walkuji01,1927,1,DET,AL,0,0,2,0,0,0,0,5,3,1,0,0,0,0.42,5.4,,0,0,0,8,2,1,,, +walshau02,1927,1,PHI,NL,0,1,1,1,1,0,0,30,12,5,3,5,0,0.33,4.5,,0,0,0,42,0,5,,, +weinele01,1927,1,CHN,NL,1,1,5,3,1,0,0,59,21,10,2,6,5,0.25,4.58,,0,0,0,90,0,13,,, +welchjo01,1927,1,CHN,NL,0,0,1,0,0,0,0,3,0,1,0,3,1,0,9,,0,0,0,7,1,1,,, +wellsed01,1927,1,DET,AL,0,1,8,1,0,0,1,60,28,15,3,5,5,0.33,6.75,,0,0,1,91,2,16,,, +welzeto01,1927,1,BOS,AL,6,11,37,19,8,0,1,515,214,90,10,71,56,0.31,4.72,,4,4,0,777,12,109,,, +wertsjo01,1927,1,BSN,NL,4,10,42,15,4,0,1,493,204,83,5,52,39,0.31,4.55,,6,4,0,730,18,95,,, +wetzebu01,1927,1,PHA,AL,0,0,2,1,0,0,0,14,8,4,0,5,0,0.4,7.71,,0,0,0,25,0,5,,, +whiteea01,1927,1,DET,AL,16,14,41,31,17,3,3,708,238,88,4,105,95,0.26,3.36,,2,9,2,1037,10,110,,, +willile02,1927,1,PHA,AL,3,1,15,2,1,0,0,81,32,17,2,11,7,0.3,5.67,,1,0,0,122,3,18,,, +willocl01,1927,1,PHI,NL,3,7,35,6,1,1,2,293,126,71,7,53,14,0.32,6.54,,3,2,0,462,18,83,,, +wilsojo02,1927,1,BOS,AL,0,2,5,2,2,0,0,76,31,10,1,13,8,0.32,3.55,,1,0,2,113,2,19,,, +wiltsha01,1927,1,BOS,AL,10,18,36,29,13,1,1,657,276,124,5,76,47,0.32,5.1,,3,4,0,980,6,146,,, +wingaer01,1927,1,SLA,AL,2,13,38,17,7,0,0,469,213,114,7,79,28,0.34,6.56,,8,2,0,738,11,132,,, +wingfte01,1927,1,BOS,AL,1,7,20,8,2,0,0,224,105,42,2,27,1,0.35,5.06,,0,3,0,346,5,60,,, +wrighji01,1927,1,SLA,AL,1,0,2,1,1,0,0,36,8,6,0,4,4,0.18,4.5,,0,0,0,49,1,6,,, +ydeem01,1927,1,PIT,NL,1,3,9,2,0,0,0,89,45,32,1,15,9,0.37,9.71,,2,2,0,146,4,35,,, +yerkeca01,1927,1,PHA,AL,0,0,1,0,0,0,0,3,0,0,0,1,0,0,0,,0,0,0,4,1,1,,, +zachato01,1927,1,SLA,AL,4,6,13,12,6,0,0,235,110,38,4,27,13,0.34,4.37,,0,0,0,360,1,48,,, +zachato01,1927,2,WS1,AL,4,7,15,14,5,1,0,308,116,45,2,30,13,0.29,3.94,,0,2,1,445,0,54,,, +adkingr01,1928,1,CHA,AL,10,16,36,27,14,0,1,674,235,93,12,89,54,0.27,3.73,,1,6,0,986,6,113,,, +aldrivi01,1928,1,NY1,NL,4,7,22,17,3,0,2,358,133,64,7,45,33,0.28,4.83,,4,3,0,522,4,68,,, +alexape01,1928,1,SLN,NL,16,9,34,31,18,1,2,731,262,91,15,37,59,0.27,3.36,,3,2,0,1009,2,106,,, +applepe01,1928,1,CIN,NL,3,4,31,1,0,0,0,248,101,43,7,22,20,0.31,4.68,,2,2,0,361,18,50,,, +ashke01,1928,1,CIN,NL,3,3,8,5,2,0,0,108,43,26,1,13,6,0.31,6.5,,1,1,0,155,3,26,,, +baeched01,1928,1,PHI,NL,1,1,9,1,0,0,0,72,37,16,1,9,10,0.38,6,,0,0,0,110,6,16,,, +barnach01,1928,1,CHA,AL,0,2,7,2,0,0,0,29,17,7,0,0,3,0.39,6.52,,0,1,0,45,5,9,,, +barnevi01,1928,1,NY1,NL,3,3,10,9,3,1,0,166,71,31,3,18,11,0.33,5.04,,1,0,0,245,0,32,,, +barnevi01,1928,2,BSN,NL,2,7,16,10,1,0,0,181,86,39,3,26,7,0.34,5.82,,0,0,0,286,1,42,,, +barnhle01,1928,1,CLE,AL,0,1,2,1,0,0,0,27,13,7,1,4,1,0.32,7,,0,0,0,44,1,7,,, +barthle01,1928,1,PIT,NL,0,0,6,0,0,0,0,68,31,18,2,9,6,0.35,7.15,,1,0,0,103,3,18,,, +baynebi01,1928,1,CLE,AL,2,5,37,6,3,0,3,326,128,62,3,43,39,0.3,5.13,,0,10,0,493,21,68,,, +beckbo01,1928,1,SLA,AL,2,3,16,4,2,0,0,147,52,24,4,20,17,0.28,4.41,,0,4,0,222,7,29,,, +beckmji01,1928,1,CIN,NL,0,1,6,0,0,0,0,46,19,10,1,9,4,0.3,5.87,,0,0,0,77,5,12,,, +bengera01,1928,1,PHI,NL,8,18,40,28,12,1,1,605,219,102,15,88,68,0.28,4.55,,0,5,0,896,12,117,,, +bennefr01,1928,1,BOS,AL,0,0,1,0,0,0,0,3,1,0,0,0,0,0.25,0,,0,0,0,4,1,0,,, +bentola01,1928,1,NY1,NL,25,9,42,35,28,2,4,931,299,94,14,71,90,0.25,2.73,,6,0,0,1263,4,106,,, +billijo02,1928,1,DET,AL,5,10,21,16,3,1,0,332,118,63,4,59,48,0.27,5.12,,4,5,0,513,3,83,,, +blaehge01,1928,1,SLA,AL,10,15,38,26,9,1,3,643,235,104,23,52,87,0.28,4.37,,2,2,0,950,8,123,,, +blakesh01,1928,1,CHN,NL,17,11,34,29,16,4,1,722,209,66,4,101,78,0.24,2.47,,3,3,0,995,5,80,,, +blankho01,1928,1,PIT,NL,0,2,5,2,1,0,0,65,27,14,1,9,6,0.32,5.82,,0,0,0,98,2,15,,, +blankte01,1928,1,CHA,AL,9,11,27,22,8,0,0,474,186,81,9,80,36,0.3,4.61,,4,2,0,743,2,92,,, +boggsra01,1928,1,BSN,NL,0,0,4,0,0,0,0,15,2,3,0,7,0,0.16,5.4,,2,3,1,23,4,3,,, +bradlhe01,1928,1,BOS,AL,0,3,15,5,1,1,0,142,64,38,2,16,14,0.33,7.23,,0,2,0,215,0,41,,, +brameer01,1928,1,PIT,NL,7,4,24,11,6,0,0,287,110,54,5,44,22,0.29,5.08,,1,1,0,436,7,62,,, +branded01,1928,1,BSN,NL,9,21,38,31,12,1,0,676,234,127,22,109,84,0.27,5.07,,4,7,0,1001,2,141,,, +braxtga01,1928,1,WS1,AL,13,11,38,24,15,2,6,655,177,61,7,44,94,0.22,2.51,,2,5,0,896,10,78,,, +browncl01,1928,1,CLE,AL,0,1,2,1,1,0,0,33,14,6,0,2,2,0.3,4.91,,0,0,0,49,1,6,,, +brownju01,1928,1,CLE,AL,0,1,5,0,0,0,0,44,19,11,0,15,12,0.36,6.75,,1,0,0,71,4,15,,, +brownll01,1928,1,WS1,AL,4,4,27,10,2,0,1,321,112,48,7,40,38,0.27,4.04,,3,2,0,475,14,62,,, +buckega01,1928,1,CLE,AL,1,5,9,6,0,0,0,105,58,26,2,5,6,0.38,6.69,,2,2,0,164,3,32,,, +buckega01,1928,2,NY1,NL,0,0,1,0,0,0,0,11,9,6,1,2,3,0.4,14.73,,0,0,0,24,1,6,,, +burkebo01,1928,1,WS1,AL,2,4,26,7,2,1,0,256,87,37,1,18,27,0.27,3.9,,0,2,1,354,11,44,,, +burwebi01,1928,1,PIT,NL,1,0,4,1,0,0,0,62,18,12,2,8,2,0.23,5.23,,0,0,0,87,1,12,,, +bushgu01,1928,1,CHN,NL,15,6,42,24,9,2,2,613,229,87,10,86,61,0.29,3.83,,1,5,0,897,7,104,,, +bushjo01,1928,1,PHA,AL,2,1,11,2,1,0,1,106,39,20,1,18,15,0.3,5.09,,1,1,0,165,7,21,,, +caldwea01,1928,1,PHI,NL,1,4,5,5,1,1,0,104,46,22,5,17,6,0.34,5.71,,0,0,1,154,0,23,,, +campbar01,1928,1,NYA,AL,0,1,13,1,0,0,2,72,30,14,0,11,9,0.28,5.25,,1,0,0,120,10,22,,, +cantwbe01,1928,1,NY1,NL,1,0,7,1,0,0,1,55,20,9,1,4,0,0.28,4.42,,0,1,0,79,3,10,,, +cantwbe01,1928,2,BSN,NL,3,3,22,9,3,0,0,270,112,51,7,36,18,0.3,5.1,,1,2,0,413,8,63,,, +carlsha01,1928,1,CHN,NL,3,2,20,5,2,0,4,169,74,37,4,15,11,0.32,5.91,,0,0,0,249,10,42,,, +carroow01,1928,1,DET,AL,16,12,34,28,19,2,2,693,219,84,6,87,51,0.26,3.27,,3,7,0,967,5,100,,, +chaplti01,1928,1,NY1,NL,0,2,12,1,0,0,0,72,27,12,0,8,5,0.28,4.5,,0,0,0,106,4,15,,, +clarkbi01,1928,1,NY1,NL,0,0,4,0,0,0,0,17,10,5,0,1,3,0.45,7.94,,0,0,0,25,1,6,,, +clarkbi01,1928,2,BSN,NL,0,2,19,1,0,0,0,104,53,26,2,22,8,0.34,6.75,,2,1,0,186,9,29,,, +clarkwa02,1928,1,BRO,NL,12,9,40,19,10,2,3,584,193,58,4,50,85,0.25,2.68,,1,1,0,829,13,75,,, +coffmdi01,1928,1,SLA,AL,4,5,29,7,3,0,1,257,122,58,7,37,25,0.35,6.09,,3,1,0,411,10,68,,, +collaha01,1928,1,CLE,AL,0,0,1,0,0,0,0,12,4,1,0,4,1,0.25,2.25,,0,0,0,20,1,3,,, +connasa01,1928,1,CHA,AL,2,5,28,5,1,0,2,223,89,40,1,29,28,0.31,4.84,,3,4,0,349,14,52,,, +coonejo01,1928,1,BSN,NL,3,7,24,6,2,0,1,269,106,43,7,31,18,0.3,4.32,,0,0,0,389,13,47,,, +covelst01,1928,1,NYA,AL,5,1,12,8,2,0,0,174,72,37,5,20,5,0.32,5.74,,0,0,0,257,2,41,,, +coxge01,1928,1,CHA,AL,1,2,26,2,0,0,0,267,110,52,6,39,22,0.31,5.26,,1,2,0,403,15,58,,, +crowdal01,1928,1,SLA,AL,21,5,41,31,19,1,2,732,238,100,11,91,99,0.25,3.69,,1,1,0,1069,6,113,,, +daneyar01,1928,1,PHA,AL,0,0,1,0,0,0,0,3,1,0,0,0,0,0.25,0,,0,0,0,4,1,0,,, +dawsojo01,1928,1,PIT,NL,7,7,31,7,1,0,3,386,116,47,6,56,36,0.24,3.29,,2,1,0,548,17,54,,, +delanar01,1928,1,BSN,NL,9,17,39,22,8,0,2,577,197,81,11,56,45,0.26,3.79,,2,1,1,826,12,100,,, +doakbi01,1928,1,BRO,NL,3,8,28,12,4,1,3,298,104,36,1,35,12,0.27,3.26,,0,5,0,445,9,51,,, +donohpe01,1928,1,CIN,NL,7,11,23,18,8,0,0,450,180,79,10,32,37,0.3,4.74,,0,3,1,650,4,84,,, +duganda01,1928,1,CHA,AL,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,,0,0,0,1,1,0,,, +earnsge01,1928,1,PHA,AL,7,7,26,22,7,3,1,475,143,67,7,100,117,0.24,3.81,,7,1,0,728,4,81,,, +edwarfo01,1928,1,BSN,NL,2,1,21,3,2,0,0,148,67,31,2,23,17,0.32,5.66,,1,2,0,241,10,36,,, +edwarji01,1928,1,CIN,NL,2,2,18,1,0,0,2,96,43,27,1,20,11,0.34,7.59,,1,0,0,154,10,29,,, +ehmkeho01,1928,1,PHA,AL,9,8,23,18,5,1,0,418,135,56,6,44,34,0.25,3.62,,0,4,0,597,3,65,,, +ehrharu01,1928,1,BRO,NL,1,3,28,2,1,0,2,162,74,28,1,27,12,0.35,4.67,,0,1,0,257,12,36,,, +ellioju01,1928,1,BRO,NL,9,14,41,21,7,2,1,576,194,83,8,64,74,0.26,3.89,,3,6,0,816,11,106,,, +faberre01,1928,1,CHA,AL,13,9,27,27,16,2,0,604,223,84,11,68,43,0.28,3.75,,1,4,0,918,0,98,,, +faulkji01,1928,1,NY1,NL,9,8,38,8,3,0,2,352,131,46,5,41,32,0.28,3.53,,1,3,0,516,17,61,,, +fergual01,1928,1,PHI,NL,5,10,34,19,5,1,2,404,168,83,14,52,51,0.31,5.55,,1,6,0,597,10,86,,, +ferrewe01,1928,1,CLE,AL,0,2,2,2,1,0,0,48,15,4,0,5,4,0.24,2.25,,0,0,0,67,0,5,,, +fitzsfr01,1928,1,NY1,NL,20,9,40,32,16,1,1,784,264,107,13,65,67,0.26,3.68,,6,4,0,1084,7,119,,, +frankfr02,1928,1,SLN,NL,3,2,21,10,1,0,1,252,91,37,6,36,29,0.27,3.96,,3,5,0,374,5,47,,, +fussefr01,1928,1,PIT,NL,8,9,28,20,9,2,1,479,183,64,6,41,43,0.29,3.61,,5,1,0,689,4,79,,, +garricl01,1928,1,BOS,AL,0,0,6,0,0,0,0,48,22,14,2,6,0,0.36,7.88,,0,0,0,73,4,15,,, +gastomi01,1928,1,WS1,AL,6,12,28,22,8,3,0,446,179,91,3,53,45,0.3,5.51,,3,0,0,666,4,102,,, +genewjo01,1928,1,BSN,NL,3,7,13,11,4,0,0,242,88,37,14,18,15,0.28,4.13,,1,3,0,344,1,43,,, +genewjo01,1928,2,NY1,NL,11,4,26,18,10,2,3,475,136,56,10,54,37,0.23,3.18,,2,1,0,655,4,62,,, +gibsosa01,1928,1,DET,AL,5,8,20,18,5,1,0,359,155,72,4,53,29,0.32,5.42,,1,7,0,565,1,83,,, +goldsha01,1928,1,BSN,NL,0,0,4,0,0,0,0,25,14,3,2,1,1,0.35,3.24,,0,0,0,40,1,5,,, +goodejo01,1928,1,CHA,AL,0,0,2,0,0,0,0,9,6,6,0,2,0,0.5,18,,0,1,0,18,2,6,,, +grantge02,1928,1,CLE,AL,10,8,28,18,6,1,0,466,196,87,7,76,39,0.31,5.04,,5,2,0,729,5,102,,, +graydo02,1928,1,SLA,AL,20,12,35,31,21,2,3,788,256,93,11,86,102,0.26,3.19,,1,1,0,1133,4,119,,, +greenju01,1928,1,PHI,NL,0,0,1,0,0,0,0,6,5,2,0,0,0,0.55,9,,0,0,0,9,1,2,,, +greenke01,1928,1,BSN,NL,3,11,32,23,5,0,0,431,173,85,6,60,30,0.3,5.32,,5,5,0,656,5,100,,, +griffma01,1928,1,BOS,AL,0,3,11,3,0,0,0,113,42,21,0,17,9,0.3,5.02,,0,0,0,169,5,25,,, +grimebu01,1928,1,PIT,NL,25,14,48,37,28,4,3,992,311,110,11,77,97,0.24,2.99,,3,9,1,1377,9,146,,, +grovele01,1928,1,PHA,AL,24,8,39,31,24,4,4,785,228,75,10,64,183,0.22,2.58,,4,1,0,1075,6,93,,, +hadlebu01,1928,1,WS1,AL,12,13,33,31,16,3,0,695,236,91,4,100,80,0.26,3.54,,0,8,0,1025,0,105,,, +haidha01,1928,1,SLN,NL,2,2,27,0,0,0,5,141,39,12,1,11,21,0.21,2.3,,1,1,0,200,14,24,,, +haineje01,1928,1,SLN,NL,20,8,33,28,20,1,0,721,238,85,14,72,77,0.26,3.18,,3,6,1,1007,4,98,,, +hardeme01,1928,1,CLE,AL,0,2,23,1,0,0,1,147,64,36,4,32,15,0.33,6.61,,0,0,0,241,12,42,,, +harrisl01,1928,1,BOS,AL,8,11,27,15,4,1,1,385,141,66,5,33,37,0.28,4.63,,0,2,0,566,8,74,,, +hearnbu02,1928,1,BSN,NL,1,0,7,0,0,0,0,30,6,7,0,8,8,0.16,6.3,,0,1,0,45,2,8,,, +heimafr01,1928,1,NYA,AL,2,3,13,9,5,0,0,204,66,25,3,16,25,0.25,3.31,,1,1,0,311,3,30,,, +henrydu01,1928,1,NY1,NL,3,6,17,8,4,0,1,192,82,27,4,25,23,0.32,3.8,,1,1,0,288,5,36,,, +hillca01,1928,1,PIT,NL,16,10,36,31,16,1,2,711,229,93,16,81,73,0.25,3.53,,4,4,0,1008,4,110,,, +holleed01,1928,1,CHN,NL,0,0,13,1,0,0,0,93,31,13,1,16,10,0.26,3.77,,0,2,1,137,8,15,,, +hollibo01,1928,1,BSN,NL,0,2,7,2,0,0,0,67,30,13,2,13,10,0.34,5.24,,0,0,0,106,3,19,,, +holloke01,1928,1,DET,AL,4,8,30,11,5,0,2,361,137,58,2,32,32,0.29,4.34,,2,5,1,544,15,67,,, +hoytwa01,1928,1,NYA,AL,23,7,42,31,19,3,8,819,279,102,16,60,67,0.27,3.36,,2,1,0,1153,11,118,,, +hubbeca01,1928,1,NY1,NL,10,6,20,14,8,1,1,372,117,39,7,21,37,0.24,2.83,,1,3,0,511,5,49,,, +hudliwi01,1928,1,CLE,AL,14,14,42,26,10,0,7,661,231,99,7,90,62,0.27,4.04,,4,7,1,980,13,114,,, +johnsha01,1928,1,NYA,AL,14,9,31,22,10,1,0,597,188,95,16,104,110,0.25,4.3,,4,12,1,944,2,107,,, +johnsji02,1928,1,PHA,AL,0,0,3,0,0,0,0,32,13,6,1,5,3,0.31,5.06,,0,0,0,49,2,8,,, +johnssi01,1928,1,CIN,NL,0,0,3,0,0,0,0,31,9,5,0,5,1,0.25,4.35,,0,0,0,42,3,5,,, +johnssy01,1928,1,SLN,NL,8,4,34,6,2,0,3,360,117,52,6,33,66,0.25,3.9,,1,4,1,504,14,53,,, +jonespe01,1928,1,CHN,NL,10,6,39,18,9,1,3,462,167,69,4,56,41,0.28,4.03,,2,7,0,668,12,80,,, +jonessa01,1928,1,WS1,AL,17,7,30,27,19,4,0,674,209,71,5,78,63,0.25,2.84,,5,2,0,938,2,89,,, +kaufmto01,1928,1,SLN,NL,0,0,4,1,0,0,0,14,8,5,1,4,2,0.44,9.64,,0,1,0,26,2,5,,, +kolpra01,1928,1,CIN,NL,13,10,44,24,12,1,3,627,219,74,9,55,61,0.28,3.19,,0,4,0,873,13,87,,, +koupalo01,1928,1,BRO,NL,1,0,17,1,1,0,1,112,43,10,0,15,10,0.3,2.41,,1,1,0,165,10,22,,, +kremera01,1928,1,PIT,NL,15,13,34,31,17,1,0,657,253,113,15,68,61,0.29,4.64,,5,4,0,963,1,124,,, +lennoed02,1928,1,PHI,NL,0,0,5,0,0,0,0,37,19,12,0,10,6,0.37,8.76,,1,0,0,65,4,14,,, +leoporu01,1928,1,CHA,AL,0,0,2,0,0,0,0,7,3,1,0,0,0,0.27,3.86,,0,0,0,12,1,3,,, +levsedu01,1928,1,CLE,AL,0,3,11,3,0,0,0,124,39,25,4,31,7,0.25,5.44,,0,2,0,203,5,30,,, +lisenho01,1928,1,WS1,AL,2,6,16,9,3,0,0,231,102,52,4,32,13,0.32,6.08,,1,5,1,365,4,58,,, +littlca01,1928,1,SLN,NL,2,1,12,2,1,0,0,96,36,13,2,14,6,0.28,3.66,,1,0,0,144,4,16,,, +lucasre01,1928,1,CIN,NL,13,9,27,19,13,4,1,502,164,63,9,42,35,0.25,3.39,,0,0,0,693,6,73,,, +luquedo01,1928,1,CIN,NL,11,10,33,29,11,1,1,703,254,93,12,84,72,0.28,3.57,,3,2,0,1010,4,112,,, +lyonste01,1928,1,CHA,AL,15,14,39,27,21,0,6,720,276,106,11,68,60,0.29,3.98,,2,2,0,1093,12,133,,, +macfada01,1928,1,BOS,AL,9,15,33,28,9,0,0,585,215,103,12,78,61,0.28,4.75,,1,7,1,900,4,123,,, +malonpa02,1928,1,CHN,NL,18,13,42,25,16,2,2,752,218,79,15,99,155,0.23,2.84,,10,6,0,1048,14,99,,, +mangule01,1928,1,NY1,NL,0,0,1,1,0,0,0,9,6,5,0,5,1,0.5,15,,0,0,0,20,0,5,,, +marbefi01,1928,1,WS1,AL,13,13,48,11,7,1,3,484,160,69,4,42,76,0.26,3.85,,0,3,0,675,26,79,,, +mayja01,1928,1,CIN,NL,3,5,21,11,1,1,1,238,99,39,1,35,39,0.31,4.42,,1,1,1,362,7,44,,, +maysca01,1928,1,CIN,NL,4,1,14,7,4,1,1,188,67,27,3,22,10,0.27,3.88,,0,0,0,269,4,33,,, +mcgrabo01,1928,1,PHI,NL,7,8,39,3,0,0,1,396,150,68,7,56,28,0.32,4.64,,3,1,0,556,20,86,,, +mcweedo01,1928,1,BRO,NL,14,14,42,32,12,4,1,732,218,86,11,114,79,0.23,3.17,,2,5,1,1073,5,108,,, +meadole01,1928,1,PIT,NL,1,1,4,2,1,0,0,30,18,9,0,5,3,0.38,8.1,,0,0,0,54,1,11,,, +miljujo01,1928,1,PIT,NL,5,7,21,10,3,0,1,209,90,41,2,33,26,0.31,5.3,,1,3,0,334,7,48,,, +miljujo01,1928,2,CLE,AL,1,4,11,4,1,0,1,152,46,15,1,20,19,0.24,2.66,,1,0,0,230,3,25,,, +milleja02,1928,1,CLE,AL,8,9,25,24,8,0,0,474,203,78,6,43,37,0.33,4.44,,0,5,0,690,2,89,,, +milleru01,1928,1,PHI,NL,0,12,33,12,1,0,1,324,137,65,14,34,19,0.31,5.42,,1,0,0,485,13,79,,, +millijo02,1928,1,PHI,NL,2,5,13,7,3,0,0,204,69,33,2,32,22,0.27,4.37,,2,1,0,293,2,39,,, +millsar01,1928,1,BSN,NL,0,0,4,0,0,0,0,23,17,11,3,8,0,0.47,12.91,,0,2,0,48,3,11,,, +mitchcl01,1928,1,PHI,NL,0,0,3,0,0,0,0,17,13,6,0,2,0,0.54,9.53,,1,0,0,28,1,6,,, +mitchcl01,1928,2,SLN,NL,8,9,19,18,9,1,0,450,149,55,8,38,31,0.26,3.3,,0,3,1,623,1,59,,, +mooreji01,1928,1,CLE,AL,0,1,1,1,1,0,0,27,5,2,0,5,1,0.16,2,,0,0,0,36,0,2,,, +moorewi01,1928,1,NYA,AL,4,4,35,2,0,0,2,181,71,28,4,31,18,0.28,4.18,,2,0,0,311,18,44,,, +morried02,1928,1,BOS,AL,19,15,47,29,20,0,5,773,255,101,7,80,104,0.26,3.53,,1,5,0,1120,15,118,,, +morrigu01,1928,1,BSN,NL,0,0,1,0,0,0,0,9,4,4,1,3,0,0.3,12,,0,0,0,16,1,4,,, +mossra01,1928,1,BRO,NL,0,3,22,5,1,1,1,181,62,33,5,35,5,0.27,4.92,,0,0,1,268,9,43,,, +nehfar01,1928,1,CHN,NL,13,7,31,21,10,2,0,530,190,52,3,52,40,0.28,2.65,,1,1,0,755,6,62,,, +neverer01,1928,1,SLA,AL,1,0,6,0,0,0,0,27,9,3,1,2,1,0.28,3,,0,0,0,36,2,4,,, +nichoch01,1928,1,NY1,NL,0,0,3,0,0,0,0,8,11,7,0,3,1,0.61,23.63,,0,1,0,24,1,13,,, +ogdenja01,1928,1,SLA,AL,15,16,38,31,18,1,2,728,257,112,23,80,67,0.27,4.15,,1,1,0,1089,7,121,,, +orwolos01,1928,1,PHA,AL,6,5,27,8,3,0,2,318,110,54,7,50,53,0.27,4.58,,3,2,0,479,15,59,,, +pageph01,1928,1,DET,AL,2,0,3,2,2,0,0,66,21,6,1,10,3,0.25,2.45,,1,0,0,93,1,9,,, +palmeem01,1928,1,BSN,NL,0,1,3,1,0,0,0,20,14,4,0,2,0,0.45,5.4,,0,0,0,34,2,8,,, +pennohe01,1928,1,NYA,AL,17,6,28,24,18,5,3,633,215,60,2,40,53,0.26,2.56,,3,0,0,871,4,71,,, +pettyje01,1928,1,BRO,NL,15,15,40,31,15,2,1,702,264,105,18,56,74,0.28,4.04,,2,5,0,1004,6,119,,, +pipgrge01,1928,1,NYA,AL,24,13,46,38,22,4,3,902,314,113,4,103,139,0.27,3.38,,5,3,0,1352,6,132,,, +powerik01,1928,1,PHA,AL,1,0,9,0,0,0,2,36,8,6,1,10,4,0.22,4.5,,0,1,0,51,7,6,,, +pruethu01,1928,1,PHI,NL,2,4,13,9,4,0,0,214,78,36,2,49,35,0.29,4.54,,1,3,0,333,2,49,,, +pyleha01,1928,1,CIN,NL,0,0,2,1,0,0,0,4,1,3,0,4,1,0.14,20.25,,1,0,0,11,1,3,,, +quinnja01,1928,1,PHA,AL,18,7,31,28,18,4,1,634,239,68,3,34,43,0.28,2.9,,0,7,0,910,2,92,,, +reinhar01,1928,1,SLN,NL,4,6,23,9,3,1,2,226,80,24,3,27,12,0.27,2.87,,1,0,0,329,9,39,,, +rhemfl01,1928,1,SLN,NL,11,8,28,22,9,0,3,509,199,78,13,71,47,0.29,4.14,,1,3,1,758,4,91,,, +ringji01,1928,1,PHI,NL,4,17,35,25,4,0,1,519,214,123,14,103,72,0.31,6.4,,5,2,1,808,3,132,,, +rixeyep01,1928,1,CIN,NL,19,18,43,37,17,3,2,874,317,111,4,67,58,0.28,3.43,,2,3,0,1219,6,127,,, +roberch01,1928,1,BSN,NL,2,5,13,7,3,0,1,178,73,35,5,16,17,0.3,5.31,,2,0,0,260,4,40,,, +rommeed01,1928,1,PHA,AL,13,5,43,11,6,0,4,521,177,59,11,26,37,0.26,3.06,,2,2,0,711,18,70,,, +rootch01,1928,1,CHN,NL,14,18,40,30,13,1,2,711,214,94,15,73,122,0.24,3.57,,0,7,0,992,6,109,,, +rothrja01,1928,1,BOS,AL,0,0,1,0,0,0,0,3,0,0,0,0,0,0,0,,0,0,0,3,1,0,,, +ruffire01,1928,1,BOS,AL,10,25,42,34,25,1,2,868,303,125,8,96,118,0.27,3.89,,4,10,0,1273,8,147,,, +russeja01,1928,1,BOS,AL,11,14,32,26,10,2,0,604,233,86,6,41,27,0.29,3.84,,3,4,0,860,1,102,,, +ryanro01,1928,1,NYA,AL,0,0,3,0,0,0,0,18,17,11,1,1,5,0.48,16.5,,1,0,0,36,1,11,,, +scottja01,1928,1,NY1,NL,4,1,16,3,3,0,1,151,59,20,3,11,17,0.29,3.58,,1,2,0,217,10,22,,, +settlme01,1928,1,BOS,AL,0,6,30,9,0,0,0,247,116,50,2,34,12,0.34,5.47,,1,6,1,396,11,62,,, +shautjo01,1928,1,CLE,AL,13,17,36,31,21,1,2,761,295,114,9,68,81,0.29,4.04,,7,6,1,1115,4,145,,, +sheajo01,1928,1,BOS,AL,0,0,1,0,0,0,0,3,1,2,0,1,0,0.25,18,,0,0,0,5,1,2,,, +shealal01,1928,1,NYA,AL,8,6,23,12,3,0,2,288,124,54,4,42,39,0.3,5.06,,0,1,0,453,7,64,,, +sherdbi01,1928,1,SLN,NL,21,10,38,27,20,0,5,746,251,79,17,56,72,0.26,2.86,,2,2,0,1041,10,96,,, +shockur01,1928,1,NYA,AL,0,0,1,0,0,0,0,6,3,0,0,0,0,0.42,0,,0,0,0,7,1,0,,, +shorebi01,1928,1,PHA,AL,1,1,3,2,1,0,0,42,13,5,0,7,5,0.25,3.21,,1,0,0,61,0,7,,, +simmopa01,1928,1,BOS,AL,0,2,31,3,0,0,1,207,69,31,4,38,16,0.27,4.04,,0,1,1,299,19,38,,, +sislege01,1928,2,BSN,NL,0,0,1,0,0,0,0,3,0,0,0,1,0,0,0,,0,0,0,3,1,0,,, +slaytst01,1928,1,BOS,AL,0,0,3,0,0,0,0,21,6,3,0,3,2,0.24,3.86,,0,0,0,29,2,3,,, +smithbo02,1928,1,BSN,NL,13,17,38,25,14,0,2,733,274,105,11,74,59,0.28,3.87,,3,2,0,1056,9,138,,, +smithge03,1928,1,DET,AL,1,1,39,2,0,0,3,318,103,52,3,50,54,0.26,4.42,,2,0,0,466,21,55,,, +sorrevi01,1928,1,DET,AL,8,11,29,23,8,0,0,513,182,91,9,83,67,0.27,4.79,,3,5,0,776,4,106,,, +spencgl01,1928,1,PIT,NL,0,0,4,0,0,0,0,17,4,1,0,3,2,0.2,1.59,,0,0,0,25,4,3,,, +stewale01,1928,1,SLA,AL,7,9,29,17,7,1,3,428,173,74,5,32,25,0.31,4.67,,0,2,0,624,10,81,,, +stoneli01,1928,1,DET,AL,5,8,36,11,4,0,4,379,151,61,16,42,29,0.29,4.35,,1,3,0,589,16,75,,, +streled01,1928,1,SLA,AL,0,2,22,2,1,0,1,151,49,24,4,17,8,0.26,4.29,,1,1,1,214,10,27,,, +sullich02,1928,1,DET,AL,0,2,3,2,0,0,0,37,18,9,1,6,2,0.36,6.57,,0,0,0,59,1,12,,, +sweetle01,1928,1,PHI,NL,3,15,37,18,5,0,2,406,163,99,15,97,23,0.3,6.58,,5,15,0,664,10,111,,, +taittdo01,1928,1,BOS,AL,0,0,1,0,0,0,0,3,2,3,0,2,1,0.4,27,,0,0,0,7,1,3,,, +tauscwa01,1928,1,PIT,NL,0,0,17,0,0,0,1,88,28,16,0,12,7,0.28,4.91,,1,3,0,124,9,20,,, +thomamy01,1928,1,NYA,AL,1,0,12,1,0,0,0,95,33,12,3,9,10,0.27,3.41,,0,0,0,141,6,19,,, +thomato02,1928,1,CHA,AL,17,16,36,32,24,3,2,849,277,97,14,76,129,0.25,3.08,,0,4,1,1223,4,114,,, +tincube01,1928,1,CHN,NL,0,0,2,0,0,0,0,27,14,7,0,1,3,0.37,7,,0,0,0,41,1,7,,, +touchcl01,1928,1,BSN,NL,0,0,5,0,0,0,0,24,15,4,0,2,1,0.41,4.5,,0,1,0,40,2,8,,, +tutwiel01,1928,1,PIT,NL,0,0,2,0,0,0,0,11,4,2,0,0,1,0.26,4.91,,0,0,0,15,1,2,,, +uhlege01,1928,1,CLE,AL,12,17,31,28,18,2,1,643,252,97,8,48,74,0.3,4.07,,3,8,1,946,3,121,,, +underwi01,1928,1,CLE,AL,1,2,11,3,1,0,0,84,33,14,0,20,16,0.3,4.5,,2,1,0,136,7,23,,, +vanalcl01,1928,1,WS1,AL,0,0,4,0,0,0,0,64,26,13,0,13,5,0.32,5.48,,1,1,0,98,3,14,,, +vanceda01,1928,1,BRO,NL,22,10,38,32,24,4,2,841,226,65,11,72,200,0.22,2.09,,1,7,0,1126,5,79,,, +vangiel01,1928,1,DET,AL,11,10,38,11,7,0,5,469,163,68,4,67,43,0.27,3.91,,2,3,0,705,21,82,,, +walberu01,1928,1,PHA,AL,17,12,38,30,15,3,1,707,236,93,19,64,112,0.26,3.55,,1,3,0,993,6,111,,, +walkebi01,1928,1,NY1,NL,3,6,22,8,1,0,0,229,79,40,9,31,39,0.27,4.72,,2,1,0,330,10,43,,, +walkema01,1928,1,PHI,NL,0,1,1,1,0,0,0,0,2,0,0,3,0,1,,,0,0,0,6,0,4,,, +walshau02,1928,1,PHI,NL,4,9,38,11,2,0,2,367,160,84,13,40,38,0.32,6.18,,1,5,0,560,17,92,,, +walshed02,1928,1,CHA,AL,4,7,14,10,3,0,0,234,86,43,2,42,32,0.29,4.96,,5,5,1,398,4,45,,, +weaveji01,1928,1,WS1,AL,0,0,3,0,0,0,0,18,2,1,0,6,2,0.14,1.5,,0,1,0,23,2,2,,, +weilabo01,1928,1,CHA,AL,1,0,1,1,1,1,0,27,7,0,0,5,9,0.21,0,,0,1,0,39,0,0,,, +weinele01,1928,1,CHN,NL,1,0,10,1,0,0,0,51,24,10,0,9,8,0.39,5.29,,1,1,0,74,6,10,,, +welchjo01,1928,1,CHN,NL,0,0,3,0,0,0,0,12,13,7,0,0,2,0.59,15.75,,0,0,0,23,3,7,,, +wertsjo01,1928,1,BSN,NL,0,2,10,2,0,0,0,55,31,21,2,8,5,0.36,10.31,,0,0,0,93,5,22,,, +whiteea01,1928,1,DET,AL,11,16,31,30,12,1,0,589,214,94,8,78,93,0.27,4.31,,0,1,0,890,1,131,,, +willial01,1928,1,CHA,AL,0,0,1,0,0,0,0,6,1,0,0,0,0,0.16,0,,0,0,0,7,0,0,,, +willocl01,1928,1,PHI,NL,6,5,35,13,5,1,1,392,180,77,6,83,26,0.34,5.3,,1,3,0,633,8,92,,, +wilsojo02,1928,1,BOS,AL,0,0,2,0,0,0,0,15,6,5,0,6,1,0.33,9,,1,0,0,25,2,5,,, +wilsoro01,1928,1,CHA,AL,0,0,1,0,0,0,0,10,2,0,0,3,2,0.16,0,,0,0,0,15,1,0,,, +wiltsha01,1928,1,BOS,AL,0,2,2,2,1,0,0,36,16,12,1,1,5,0.31,9,,0,3,0,55,1,12,,, +wiltsha01,1928,2,SLA,AL,2,5,26,5,0,0,0,216,93,42,4,35,23,0.31,5.25,,2,3,1,349,9,49,,, +wrighji01,1928,1,SLA,AL,0,0,2,0,0,0,0,6,3,3,0,2,2,0.37,13.5,,0,0,0,11,1,3,,, +yerkeca01,1928,1,PHA,AL,0,1,2,1,1,0,0,26,7,2,0,2,1,0.23,2.08,,0,0,0,36,1,2,,, +zachato01,1928,1,WS1,AL,6,9,20,14,5,1,0,308,130,62,5,40,19,0.32,5.44,,2,1,1,460,2,72,,, +zachato01,1928,2,NYA,AL,3,3,7,6,3,0,1,137,54,20,1,15,7,0.32,3.94,,0,0,0,217,1,26,,, +adkingr01,1929,1,CHA,AL,2,11,31,15,5,0,0,415,168,82,12,67,24,0.3,5.33,,3,1,0,640,12,98,,, +alexape01,1929,1,SLN,NL,9,8,22,19,8,0,0,396,149,57,10,23,33,0.28,3.89,,2,1,0,562,3,65,,, +ashke01,1929,1,CIN,NL,1,5,29,7,2,0,2,246,91,44,2,30,26,0.29,4.83,,2,5,0,356,17,57,,, +ballowi01,1929,1,BRO,NL,2,3,25,1,0,0,0,173,69,43,5,38,20,0.3,6.71,,2,0,0,275,13,52,,, +barnefr01,1929,1,DET,AL,0,1,4,1,0,0,0,15,10,4,0,3,0,0.4,7.2,,0,1,1,29,1,8,,, +baynebi01,1929,1,BOS,AL,5,5,27,6,2,0,0,253,111,63,9,29,26,0.32,6.72,,0,8,0,394,11,72,,, +beallwa01,1929,1,WS1,AL,1,0,3,0,0,0,0,21,8,3,0,7,3,0.34,3.86,,0,0,0,34,2,4,,, +bellhi01,1929,1,SLN,NL,0,2,7,0,0,0,0,39,19,10,1,4,4,0.33,6.92,,0,0,0,64,5,15,,, +bengera01,1929,1,PHI,NL,11,15,38,27,9,2,4,597,255,139,24,77,78,0.32,6.29,,1,4,0,908,6,147,,, +bentola01,1929,1,NY1,NL,11,17,39,30,14,3,3,711,276,109,16,61,63,0.29,4.14,,1,0,0,1019,7,129,,, +billijo02,1929,1,DET,AL,0,1,8,0,0,0,0,58,27,11,0,9,1,0.36,5.12,,0,1,0,93,5,14,,, +blackle01,1929,1,CHA,AL,0,0,1,0,0,0,0,1,1,0,0,0,0,1,0,,0,0,0,1,1,0,,, +blaehge01,1929,1,SLA,AL,14,15,42,24,13,4,2,666,237,103,18,61,72,0.27,4.18,,2,0,0,954,10,113,,, +blakesh01,1929,1,CHN,NL,14,13,35,30,13,1,1,655,244,104,8,103,70,0.29,4.29,,4,2,0,962,3,122,,, +blankte01,1929,1,CHA,AL,0,2,8,1,0,0,0,55,28,18,3,9,7,0.35,8.84,,1,0,0,90,5,18,,, +blethcl01,1929,1,BRO,NL,0,0,2,0,0,0,0,6,4,2,0,3,0,0.44,9,,0,0,0,13,0,2,,, +bradlhe01,1929,1,BOS,AL,0,0,3,0,0,0,0,12,7,3,1,2,0,0.43,6.75,,0,0,0,20,3,3,,, +bradsjo01,1929,1,BRO,NL,0,0,2,0,0,0,0,12,3,2,0,4,1,0.23,4.5,,0,2,0,20,1,3,,, +brameer01,1929,1,PIT,NL,16,11,37,28,19,1,0,689,250,116,17,71,68,0.27,4.55,,4,0,0,994,5,123,,, +branded01,1929,1,BSN,NL,8,13,26,21,13,0,0,503,196,103,12,83,50,0.3,5.53,,3,5,0,761,2,111,,, +braxtga01,1929,1,WS1,AL,12,10,37,20,9,0,4,546,219,98,6,51,59,0.29,4.85,,3,2,0,811,11,116,,, +breckbi01,1929,1,PHA,AL,0,0,3,1,0,0,0,30,10,9,0,16,2,0.27,8.1,,2,0,0,55,1,10,,, +browncl01,1929,1,CLE,AL,0,2,3,1,1,0,0,49,18,6,0,6,1,0.28,3.31,,0,0,0,71,1,8,,, +brownll01,1929,1,WS1,AL,8,7,40,15,7,1,0,504,186,78,7,69,48,0.29,4.18,,9,1,0,727,12,92,,, +burkebo01,1929,1,WS1,AL,6,8,37,17,4,0,0,423,154,75,6,55,51,0.27,4.79,,1,4,0,626,13,91,,, +bushgu01,1929,1,CHN,NL,18,7,50,29,18,2,8,812,277,110,16,107,82,0.26,3.66,,7,4,0,1176,15,135,,, +byrneje01,1929,1,CHA,AL,0,1,3,1,0,0,0,22,11,6,0,6,1,0.37,7.36,,0,0,0,38,2,6,,, +campbar01,1929,1,WS1,AL,0,1,4,0,0,0,0,12,10,7,1,5,1,0.5,15.75,,0,0,0,25,2,7,,, +cantwbe01,1929,1,BSN,NL,4,13,27,20,8,0,2,471,171,78,11,52,25,0.28,4.47,,3,2,0,683,6,98,,, +carlsha01,1929,1,CHN,NL,11,5,31,14,6,2,2,335,131,64,8,31,35,0.29,5.16,,0,1,0,492,9,71,,, +carroed01,1929,1,BOS,AL,1,0,24,3,0,0,0,202,77,42,6,20,13,0.29,5.61,,2,4,0,294,13,46,,, +carroow01,1929,1,DET,AL,9,17,34,26,12,0,1,606,249,104,10,86,54,0.31,4.63,,6,8,0,926,5,133,,, +chagnle01,1929,1,PIT,NL,0,0,1,1,0,0,0,21,11,7,1,1,4,0.33,9,,0,0,0,34,0,7,,, +clarkbi01,1929,1,BSN,NL,0,1,2,1,0,0,0,21,16,8,0,4,0,0.48,10.29,,1,0,0,40,1,10,,, +clarkwa02,1929,1,BRO,NL,16,19,41,36,19,3,1,837,295,116,14,71,140,0.27,3.74,,6,3,0,1189,2,136,,, +cobbhe01,1929,1,SLA,AL,0,0,1,0,0,0,0,3,3,4,1,1,0,0.6,36,,0,0,2,7,0,4,,, +coffmdi01,1929,1,SLA,AL,1,1,27,3,1,1,1,158,61,35,3,14,11,0.29,5.98,,0,3,0,236,13,40,,, +colliph01,1929,1,PHI,NL,9,7,43,11,3,0,5,460,172,98,18,83,61,0.28,5.75,,0,4,2,706,20,106,,, +colliri01,1929,1,SLA,AL,11,6,26,20,10,1,1,466,162,69,16,73,47,0.27,4,,1,6,0,692,5,79,,, +connasa01,1929,1,CHA,AL,0,0,11,0,0,0,1,34,13,6,0,8,3,0.31,4.76,,1,0,0,52,10,6,,, +coonejo01,1929,1,BSN,NL,2,3,14,2,1,0,3,135,57,25,4,22,11,0.31,5,,0,0,0,210,10,29,,, +crowdal01,1929,1,SLA,AL,17,15,40,34,19,4,4,800,272,116,22,93,79,0.27,3.92,,2,0,0,1128,5,133,,, +cunnibr01,1929,1,BSN,NL,4,6,17,8,4,0,1,275,100,46,7,32,22,0.28,4.52,,1,2,0,402,8,52,,, +cvengmi01,1929,1,CHN,NL,5,4,32,4,0,0,2,192,82,33,2,29,23,0.31,4.64,,2,1,1,294,15,39,,, +dailesa01,1929,1,PHI,NL,2,2,20,5,0,0,0,154,74,43,5,23,18,0.34,7.54,,2,1,1,245,5,48,,, +dawsojo01,1929,1,PIT,NL,0,1,4,0,0,0,0,26,13,8,2,3,2,0.34,8.31,,0,0,0,41,3,9,,, +delanar01,1929,1,BSN,NL,3,5,20,8,3,1,0,225,103,51,6,35,17,0.33,6.12,,0,1,0,356,4,59,,, +doakbi01,1929,1,SLN,NL,1,2,3,2,0,0,0,27,17,12,1,5,3,0.41,12,,0,0,0,49,1,15,,, +dobenra01,1929,1,BOS,AL,0,0,11,2,0,0,0,85,32,12,0,9,4,0.3,3.81,,0,1,0,121,8,12,,, +donohpe01,1929,1,CIN,NL,10,13,32,24,7,0,0,533,243,107,12,51,30,0.33,5.42,,2,4,1,815,7,123,,, +dudlecl01,1929,1,BRO,NL,6,14,35,21,8,1,0,470,202,99,9,64,33,0.31,5.69,,4,10,0,746,7,130,,, +duganda01,1929,1,CHA,AL,1,4,19,2,0,0,1,195,77,48,8,19,15,0.3,6.65,,0,2,0,292,13,51,,, +durhaed01,1929,1,BOS,AL,1,0,14,1,0,0,0,67,34,23,2,14,6,0.37,9.27,,0,0,0,108,8,24,,, +earnsge01,1929,1,PHA,AL,24,8,44,33,13,3,1,764,233,93,8,125,149,0.24,3.29,,8,5,0,1115,5,110,,, +ehmkeho01,1929,1,PHA,AL,7,2,11,8,2,0,0,164,48,20,2,15,20,0.23,3.29,,1,1,0,229,3,24,,, +ehrharu01,1929,1,CIN,NL,1,2,24,1,1,1,1,148,58,26,2,22,9,0.3,4.74,,1,1,0,220,9,29,,, +ellioha01,1929,1,PHI,NL,3,7,40,8,2,0,2,343,146,77,5,59,32,0.31,6.06,,2,0,0,538,13,94,,, +ellioju01,1929,1,BRO,NL,1,2,6,3,0,0,0,57,21,14,2,16,7,0.28,6.63,,0,1,0,94,1,17,,, +erickra01,1929,1,PIT,NL,0,0,1,0,0,0,0,3,2,3,0,2,0,0.5,27,,0,0,0,6,1,3,,, +estraos01,1929,1,SLA,AL,0,0,1,0,0,0,0,3,1,0,0,1,0,0.25,0,,0,0,1,5,1,0,,, +faberre01,1929,1,CHA,AL,13,13,31,31,15,1,0,702,241,101,10,61,68,0.27,3.88,,3,9,0,984,0,119,,, +fergual01,1929,1,PHI,NL,1,2,5,4,1,0,0,38,19,17,2,10,3,0.34,12.08,,0,0,0,67,0,18,,, +fergual01,1929,2,BRO,NL,0,1,3,3,0,0,0,6,7,5,2,1,1,0.58,22.5,,0,0,0,15,0,7,,, +ferrewe01,1929,1,CLE,AL,21,10,43,25,18,1,5,728,256,97,7,109,100,0.27,3.6,,2,3,3,1061,12,112,,, +fitzsfr01,1929,1,NY1,NL,15,11,37,31,14,4,1,665,242,101,14,66,55,0.28,4.1,,4,2,1,950,3,122,,, +frankfr02,1929,1,SLN,NL,7,2,30,12,6,0,1,400,149,61,9,43,37,0.28,4.12,,1,4,2,575,12,70,,, +frencla01,1929,1,PIT,NL,7,5,30,13,6,0,1,369,130,67,10,62,49,0.27,4.9,,3,3,0,552,10,78,,, +freybe01,1929,1,CIN,NL,1,2,3,3,2,0,0,72,29,11,2,8,1,0.3,4.13,,1,0,0,105,0,12,,, +fussefr01,1929,1,PIT,NL,2,2,21,3,0,0,1,119,68,38,8,8,18,0.38,8.62,,2,1,0,189,7,42,,, +gastomi01,1929,1,BOS,AL,12,19,39,29,20,1,2,731,265,101,15,81,83,0.28,3.73,,17,3,0,1029,8,121,,, +genewjo01,1929,1,NY1,NL,3,7,21,9,1,0,1,255,133,64,9,30,19,0.35,6.78,,2,1,0,413,8,70,,, +goldsha01,1929,1,SLN,NL,0,0,2,0,0,0,0,12,3,3,1,1,0,0.21,6.75,,0,0,0,15,1,3,,, +graboal01,1929,1,SLN,NL,3,2,6,6,4,2,0,150,44,14,0,8,22,0.22,2.52,,2,0,0,204,0,18,,, +grahask01,1929,1,DET,AL,1,3,13,6,2,0,1,155,70,32,2,33,7,0.34,5.57,,1,3,0,254,2,41,,, +grampha01,1929,1,CHN,NL,0,1,1,1,0,0,0,6,4,6,0,3,0,0.5,27,,0,1,0,13,0,6,,, +grantge02,1929,1,CLE,AL,0,2,12,0,0,0,0,72,41,28,2,23,5,0.41,10.5,,1,0,0,128,7,29,,, +graydo02,1929,1,SLA,AL,18,15,43,37,23,4,1,915,336,126,18,96,109,0.28,3.72,,7,1,0,1310,2,142,,, +greenju01,1929,1,PHI,NL,0,0,5,0,0,0,0,41,33,30,2,9,4,0.46,19.76,,1,3,0,85,4,32,,, +greenke01,1929,1,BSN,NL,0,0,6,2,0,0,0,47,33,19,1,15,7,0.46,10.91,,1,2,0,93,2,19,,, +greenke01,1929,2,BRO,NL,0,0,6,0,0,0,0,26,13,8,1,3,1,0.38,8.31,,0,0,0,42,2,8,,, +grimebu01,1929,1,PIT,NL,17,7,33,29,18,2,2,698,245,81,11,70,62,0.26,3.13,,0,4,0,1004,4,108,,, +grovele01,1929,1,PHA,AL,20,6,42,37,19,2,4,826,278,86,8,81,170,0.26,2.81,,8,3,0,1168,5,104,,, +gudatma01,1929,1,CIN,NL,1,1,7,2,2,0,0,80,29,10,0,4,0,0.28,3.38,,0,0,0,111,4,12,,, +hadlebu01,1929,1,WS1,AL,6,16,37,27,7,1,0,586,196,122,10,85,98,0.26,5.62,,5,5,1,852,6,139,,, +haidha01,1929,1,SLN,NL,9,9,38,12,8,0,4,464,171,70,8,66,41,0.28,4.07,,0,5,0,688,12,90,,, +haineje01,1929,1,SLN,NL,13,10,28,25,12,0,0,539,230,114,21,73,59,0.31,5.71,,2,2,1,822,1,123,,, +hallabi01,1929,1,SLN,NL,4,4,20,12,5,0,0,281,94,46,6,60,52,0.26,4.42,,6,0,1,419,4,51,,, +hardeme01,1929,1,CLE,AL,1,0,11,0,0,0,0,53,24,11,2,5,4,0.33,5.6,,0,3,0,84,7,15,,, +hearnbu02,1929,1,BSN,NL,2,0,10,1,0,0,0,55,18,9,2,9,12,0.27,4.42,,0,0,0,77,6,10,,, +heimafr01,1929,1,NYA,AL,11,6,35,10,3,3,4,404,141,60,4,29,26,0.27,4.01,,3,3,0,565,15,72,,, +henrydu01,1929,1,NY1,NL,5,6,27,9,4,0,1,304,129,43,10,31,27,0.31,3.82,,0,1,0,449,8,52,,, +henrydu01,1929,2,CHA,AL,1,0,2,1,1,0,0,45,20,10,1,7,2,0.3,6,,0,0,0,73,0,12,,, +herriar01,1929,1,DET,AL,2,1,4,4,2,0,0,96,38,17,0,19,15,0.3,4.78,,0,1,0,147,0,17,,, +hillca01,1929,1,PIT,NL,2,3,27,3,0,0,3,237,94,35,4,35,28,0.29,3.99,,1,0,0,360,13,45,,, +hillca01,1929,2,SLN,NL,0,0,3,1,0,0,0,26,10,8,2,8,1,0.3,8.31,,1,1,0,43,1,10,,, +hogsech01,1929,1,DET,AL,1,2,4,4,2,1,0,86,34,9,0,9,9,0.31,2.83,,0,1,0,121,0,10,,, +hollamu01,1929,1,SLN,NL,0,1,8,0,0,0,0,43,13,15,3,7,5,0.23,9.42,,0,1,1,65,5,15,,, +holloji01,1929,1,PHI,NL,0,0,3,0,0,0,0,14,10,7,2,5,1,0.45,13.5,,1,0,0,27,1,7,,, +holloke01,1929,1,CLE,AL,6,5,25,11,6,2,0,357,118,40,2,37,32,0.26,3.03,,0,2,0,496,8,52,,, +hopkipa01,1929,1,WS1,AL,0,1,7,0,0,0,0,49,15,4,1,9,5,0.25,2.2,,0,0,0,70,2,5,,, +hopkipa01,1929,2,SLA,AL,0,0,2,0,0,0,0,6,0,0,0,2,1,0,0,,0,0,0,7,2,0,,, +hornetr01,1929,1,CHN,NL,1,1,11,1,0,0,0,69,24,13,3,21,6,0.27,5.09,,2,0,0,111,4,20,,, +hoytwa01,1929,1,NYA,AL,10,9,30,25,12,0,1,605,219,95,9,69,57,0.27,4.24,,2,3,0,884,3,115,,, +hubbeca01,1929,1,NY1,NL,18,11,39,35,19,1,1,804,273,110,17,67,106,0.26,3.69,,5,6,0,1130,3,128,,, +hudliwi01,1929,1,CLE,AL,17,15,40,33,22,2,1,841,299,104,7,73,60,0.27,3.34,,2,1,1,1201,6,122,,, +johnsha01,1929,1,NYA,AL,3,3,12,8,2,0,0,128,37,24,5,39,24,0.23,5.06,,1,0,0,202,1,28,,, +johnssi01,1929,1,CIN,NL,0,0,1,0,0,0,0,6,2,1,0,1,0,0.25,4.5,,0,0,0,9,1,1,,, +johnssy01,1929,1,SLN,NL,13,7,42,19,12,3,3,547,186,73,11,56,80,0.26,3.6,,0,7,1,780,16,88,,, +jonespe01,1929,1,BSN,NL,7,15,35,22,11,1,0,565,219,97,15,84,69,0.29,4.64,,1,4,0,851,11,112,,, +jonessa01,1929,1,WS1,AL,9,9,24,24,8,1,0,461,156,67,5,49,36,0.26,3.92,,3,3,0,659,0,80,,, +jonnacl01,1929,1,CHN,NL,0,1,12,2,0,0,0,83,41,23,4,11,11,0.32,7.48,,0,1,0,142,4,27,,, +juddra01,1929,1,NY1,NL,3,0,18,0,0,0,0,152,49,15,4,11,21,0.26,2.66,,0,0,0,205,13,19,,, +kemnedu01,1929,1,CIN,NL,0,0,9,0,0,0,1,46,19,13,0,8,10,0.32,7.63,,0,0,0,71,4,13,,, +kimsech01,1929,1,SLA,AL,3,6,24,3,1,0,1,193,83,36,2,19,13,0.34,5.04,,1,0,1,268,13,42,,, +kolpra01,1929,1,CIN,NL,8,10,30,16,4,1,0,436,151,65,8,39,27,0.27,4.03,,0,1,0,610,11,75,,, +koupalo01,1929,1,BRO,NL,0,1,18,3,0,0,4,121,49,24,3,25,17,0.3,5.36,,0,0,0,192,10,36,,, +koupalo01,1929,2,PHI,NL,5,5,15,12,3,0,2,260,106,46,5,29,18,0.3,4.78,,3,2,0,391,3,56,,, +kremera01,1929,1,PIT,NL,18,10,34,27,14,0,0,665,226,105,21,60,66,0.27,4.26,,3,1,0,930,5,114,,, +leverdi01,1929,1,BSN,NL,3,7,24,12,3,0,1,293,135,69,5,30,28,0.33,6.36,,3,5,0,453,8,81,,, +lindsji01,1929,1,SLN,NL,1,1,2,2,1,0,0,49,20,10,1,2,8,0.29,5.51,,0,1,0,72,0,11,,, +lisenho01,1929,1,BOS,AL,0,0,5,0,0,0,0,26,10,5,1,4,2,0.29,5.19,,0,0,0,40,4,5,,, +liskaad01,1929,1,WS1,AL,3,9,24,10,4,0,0,283,87,50,1,42,33,0.24,4.77,,4,3,0,405,11,53,,, +lucasra01,1929,1,NY1,NL,0,0,3,0,0,0,1,24,3,0,0,3,1,0.11,0,,0,0,0,30,2,0,,, +lucasre01,1929,1,CIN,NL,19,12,32,32,28,2,0,810,267,108,14,58,72,0.25,3.6,,1,2,1,1124,0,119,,, +luquedo01,1929,1,CIN,NL,5,16,32,22,8,1,0,528,213,88,7,56,43,0.31,4.5,,2,2,0,771,4,103,,, +lyonste01,1929,1,CHA,AL,14,20,37,31,21,1,2,778,276,118,11,76,57,0.27,4.1,,3,2,0,1102,6,136,,, +macfada01,1929,1,BOS,AL,10,18,32,26,14,4,0,663,225,89,8,81,61,0.27,3.62,,2,5,0,938,2,108,,, +malonpa02,1929,1,CHN,NL,22,10,40,30,19,5,2,801,283,106,12,102,166,0.27,3.57,,6,6,1,1152,7,120,,, +marbefi01,1929,1,WS1,AL,19,12,49,26,16,0,11,751,233,85,6,69,121,0.25,3.06,,2,6,1,1028,21,100,,, +mayja01,1929,1,CIN,NL,10,14,41,24,10,0,3,597,219,102,7,75,92,0.28,4.61,,2,5,0,875,13,111,,, +maysca01,1929,1,NY1,NL,7,2,37,8,1,0,4,369,140,59,8,31,32,0.28,4.32,,3,2,0,538,19,67,,, +mcculpa01,1929,1,WS1,AL,0,0,3,0,0,0,0,22,7,7,1,2,3,0.25,8.59,,0,0,0,30,2,7,,, +mcgrabo01,1929,1,PHI,NL,5,5,41,4,0,0,4,259,113,55,6,43,22,0.32,5.73,,0,2,0,413,24,68,,, +mckaiha01,1929,1,CHA,AL,6,9,34,10,4,1,1,474,158,64,10,85,33,0.27,3.65,,1,10,1,701,15,84,,, +mcweedo01,1929,1,BRO,NL,4,10,36,24,4,0,1,438,167,99,17,93,59,0.28,6.1,,11,3,0,693,6,119,,, +meadole01,1929,1,PIT,NL,0,0,1,0,0,0,0,2,2,1,0,1,0,0.5,13.5,,0,0,0,5,0,1,,, +meinehe01,1929,1,PIT,NL,7,6,22,13,7,1,1,324,120,54,4,34,19,0.29,4.5,,4,7,0,468,5,62,,, +miljujo01,1929,1,CLE,AL,8,8,34,15,4,0,2,385,174,74,10,64,42,0.33,5.19,,3,3,0,616,14,93,,, +milleel02,1929,1,PHI,NL,0,1,8,2,0,0,0,34,12,14,1,21,5,0.27,11.12,,1,3,0,68,2,18,,, +milleja02,1929,1,CLE,AL,14,12,29,29,14,2,0,618,227,82,7,60,58,0.27,3.58,,0,7,0,896,0,98,,, +millijo02,1929,1,PHI,NL,0,1,8,3,0,0,0,29,29,18,0,10,2,0.52,16.76,,0,2,0,68,1,19,,, +mitchcl01,1929,1,SLN,NL,8,11,25,22,16,0,0,519,221,82,13,60,39,0.32,4.27,,4,5,1,773,2,89,,, +moorecy01,1929,1,BRO,NL,3,3,32,4,0,0,2,204,87,42,3,31,17,0.32,5.56,,1,0,1,317,17,45,,, +mooreji01,1929,1,CLE,AL,0,0,2,0,0,0,0,17,6,6,1,4,0,0.27,9.53,,0,0,0,28,2,6,,, +moorewi01,1929,1,NYA,AL,6,4,41,0,0,0,8,183,64,28,4,19,21,0.26,4.13,,1,0,1,261,27,36,,, +morried02,1929,1,BOS,AL,14,14,33,26,17,2,1,625,227,103,7,95,73,0.28,4.45,,8,2,0,930,4,118,,, +morrijo04,1929,1,BRO,NL,13,7,39,10,4,0,8,410,150,68,11,61,57,0.27,4.48,,2,3,0,616,22,87,,, +mossra01,1929,1,BRO,NL,11,6,39,20,7,2,0,546,214,102,9,81,59,0.29,5.04,,2,7,0,830,4,115,,, +nehfar01,1929,1,CHN,NL,8,5,32,15,4,0,1,362,148,75,11,39,27,0.31,5.59,,1,2,0,529,8,85,,, +nekolbo01,1929,1,NYA,AL,0,0,9,1,0,0,0,56,21,9,0,15,2,0.29,4.34,,0,0,0,88,7,10,,, +newsobo01,1929,1,BRO,NL,0,3,3,2,0,0,0,28,15,11,0,5,6,0.37,10.61,,0,0,0,47,0,12,,, +ogdenja01,1929,1,SLA,AL,4,8,34,14,7,0,0,394,154,72,8,44,32,0.3,4.93,,1,0,2,572,13,83,,, +orwolos01,1929,1,PHA,AL,0,2,12,0,0,0,1,90,32,16,6,6,12,0.27,4.8,,0,0,0,125,7,23,,, +osborbo01,1929,1,CHN,NL,0,0,3,1,0,0,0,27,8,3,0,2,1,0.24,3,,0,0,0,36,2,3,,, +pageph01,1929,1,DET,AL,0,2,10,4,1,0,0,76,29,23,1,19,6,0.29,8.17,,1,1,0,126,4,24,,, +parmero01,1929,1,NY1,NL,1,0,2,1,0,0,0,21,13,7,1,3,1,0.48,9,,0,1,0,34,0,7,,, +pattiji01,1929,1,BRO,NL,0,1,6,0,0,0,0,35,9,6,1,4,5,0.23,4.63,,0,0,1,44,4,6,,, +peeryre01,1929,1,BSN,NL,0,1,9,1,0,0,0,132,53,25,1,9,3,0.3,5.11,,1,0,0,187,7,28,,, +penneke01,1929,1,CHN,NL,0,1,5,0,0,0,0,38,14,4,1,6,3,0.28,2.84,,0,0,0,58,2,11,,, +pennohe01,1929,1,NYA,AL,9,11,27,23,8,1,1,472,205,86,11,28,49,0.31,4.92,,2,3,2,701,2,101,,, +pettyje01,1929,1,PIT,NL,11,10,36,25,12,1,0,553,197,76,12,42,58,0.27,3.71,,1,0,0,783,5,100,,, +pipgrge01,1929,1,NYA,AL,18,12,39,33,13,3,0,676,229,106,16,95,125,0.26,4.23,,4,5,0,987,3,132,,, +prudhau01,1929,1,DET,AL,1,6,34,6,2,0,1,282,119,65,7,53,26,0.32,6.22,,1,2,0,447,12,78,,, +quinnja01,1929,1,PHA,AL,11,9,35,18,7,0,2,483,182,71,8,39,41,0.29,3.97,,3,1,1,687,9,87,,, +rhodego01,1929,1,NYA,AL,0,4,10,4,0,0,0,128,57,23,3,16,13,0.33,4.85,,1,2,2,195,4,32,,, +rixeyep01,1929,1,CIN,NL,10,13,35,24,11,0,1,603,235,93,6,60,37,0.29,4.16,,1,3,0,875,8,102,,, +rommeed01,1929,1,PHA,AL,12,2,32,6,4,0,4,341,135,36,10,34,25,0.29,2.85,,1,1,1,503,16,52,,, +rootch01,1929,1,CHN,NL,19,6,43,31,19,4,5,816,286,105,12,83,124,0.27,3.47,,1,3,0,1158,9,120,,, +roylu01,1929,1,PHI,NL,3,6,21,12,1,0,0,266,137,83,11,37,16,0.35,8.42,,3,3,0,440,2,91,,, +roylu01,1929,2,BRO,NL,0,0,2,0,0,0,0,11,4,2,0,2,0,0.28,4.91,,1,0,0,17,2,2,,, +ruffire01,1929,1,BOS,AL,9,22,35,30,18,1,1,733,280,132,17,118,109,0.29,4.86,,6,2,0,1112,5,162,,, +russeja01,1929,1,BOS,AL,6,18,35,32,13,0,0,682,263,99,12,40,37,0.29,3.92,,1,3,0,978,3,132,,, +saviddo01,1929,1,WS1,AL,0,0,3,0,0,0,0,18,12,6,1,2,2,0.41,9,,1,0,0,32,3,7,,, +scottja01,1929,1,NY1,NL,7,6,30,6,2,0,1,275,89,36,12,27,40,0.26,3.53,,1,0,0,381,16,44,,, +seiboso01,1929,1,BSN,NL,12,17,33,27,16,1,1,617,228,108,17,80,54,0.28,4.73,,1,2,0,902,4,119,,, +shautjo01,1929,1,CLE,AL,8,8,26,24,8,0,0,486,211,77,6,52,43,0.32,4.28,,2,1,0,732,1,100,,, +sherdbi01,1929,1,SLN,NL,10,15,33,22,11,1,0,587,278,129,14,58,69,0.33,5.93,,2,2,0,910,6,144,,, +sheriro01,1929,1,NYA,AL,6,6,33,15,9,0,1,464,165,62,6,55,51,0.27,3.61,,2,5,0,668,14,81,,, +shoffmi01,1929,1,CLE,AL,2,3,11,3,1,0,0,134,46,25,4,22,15,0.28,5.04,,0,3,0,197,7,28,,, +shorebi01,1929,1,PHA,AL,11,6,39,13,5,1,7,458,150,61,9,59,49,0.26,3.6,,1,3,0,653,19,71,,, +simmopa01,1929,1,BOS,AL,0,0,2,0,0,0,1,21,6,0,0,3,2,0.23,0,,0,0,0,29,2,0,,, +smithbo02,1929,1,BSN,NL,11,17,34,29,19,1,3,693,256,120,20,71,65,0.28,4.68,,3,1,0,988,4,135,,, +smithge03,1929,1,DET,AL,3,2,14,2,1,0,0,107,42,23,1,36,13,0.3,5.8,,2,0,0,178,3,33,,, +smythha01,1929,1,PHI,NL,4,6,19,7,2,0,1,206,94,40,3,15,12,0.33,5.24,,0,1,0,307,10,47,,, +sorrevi01,1929,1,DET,AL,14,15,36,31,13,1,1,678,270,130,15,106,81,0.3,5.18,,5,2,0,1034,3,152,,, +stewale01,1929,1,SLA,AL,9,6,23,18,8,1,0,449,137,54,11,49,47,0.24,3.25,,0,4,0,627,3,67,,, +stielfr01,1929,1,SLA,AL,1,0,1,1,1,0,0,27,11,0,0,3,2,0.29,0,,1,1,0,41,0,2,,, +stoneli01,1929,1,DET,AL,3,3,24,3,1,0,4,159,57,31,2,31,12,0.28,5.26,,3,2,0,242,10,37,,, +streled01,1929,1,SLA,AL,1,1,7,0,0,0,0,33,12,6,1,6,2,0.27,4.91,,0,1,0,52,4,8,,, +sweetle01,1929,1,PHI,NL,13,11,43,25,10,2,2,613,255,116,23,87,47,0.31,5.11,,1,9,1,928,11,129,,, +swetost01,1929,1,PIT,NL,8,10,41,12,3,0,5,431,172,77,6,50,35,0.29,4.82,,4,5,0,644,17,87,,, +tennaji01,1929,1,NY1,NL,0,0,1,0,0,0,0,3,1,0,0,0,1,0.33,0,,0,0,0,3,0,0,,, +thomamy01,1929,1,NYA,AL,0,2,5,1,0,0,0,45,27,18,1,9,3,0.4,10.8,,1,0,0,79,1,21,,, +thomamy01,1929,2,WS1,AL,7,8,22,14,7,0,2,376,139,49,3,48,33,0.28,3.52,,1,0,0,550,5,72,,, +thomato02,1929,1,CHA,AL,14,18,36,31,24,2,1,779,270,92,17,60,62,0.26,3.19,,3,0,1,1093,4,127,,, +touchcl01,1929,1,BSN,NL,0,0,1,0,0,0,0,8,6,5,1,0,1,0.42,16.88,,0,0,0,14,1,5,,, +uhlege01,1929,1,DET,AL,15,11,32,30,23,1,0,747,283,113,9,58,100,0.28,4.08,,6,2,1,1084,2,141,,, +vanceda01,1929,1,BRO,NL,14,13,31,26,17,1,0,694,244,100,15,47,126,0.27,3.89,,3,9,0,978,3,110,,, +vangiel01,1929,1,DET,AL,0,1,6,0,0,0,0,34,16,8,1,7,3,0.34,6.35,,0,0,0,55,4,11,,, +walberu01,1929,1,PHA,AL,18,11,40,33,20,3,4,803,256,107,22,99,94,0.25,3.6,,4,0,0,1139,6,115,,, +walkebi01,1929,1,NY1,NL,14,7,29,23,13,1,0,533,188,61,11,57,65,0.27,3.09,,0,4,0,768,4,71,,, +walshed02,1929,1,CHA,AL,6,11,24,20,7,0,0,387,156,81,9,64,31,0.31,5.65,,4,4,0,593,4,94,,, +weilabo01,1929,1,CHA,AL,2,4,15,9,1,0,1,186,62,40,3,43,25,0.26,5.81,,3,3,1,284,2,42,,, +wellsed01,1929,1,NYA,AL,13,9,31,23,10,3,0,580,179,93,19,81,78,0.24,4.33,,2,1,1,830,5,102,,, +wertsjo01,1929,1,BSN,NL,0,0,4,0,0,0,1,18,13,7,1,4,2,0.43,10.5,,0,0,0,34,3,8,,, +whiteea01,1929,1,DET,AL,14,15,38,28,18,1,1,736,267,126,16,96,103,0.28,4.62,,1,3,1,1076,7,147,,, +willocl01,1929,1,PHI,NL,15,14,49,34,14,1,4,730,288,135,15,108,50,0.29,4.99,,6,5,0,1112,7,156,,, +wineaed01,1929,1,WS1,AL,0,0,1,0,0,0,0,12,7,2,0,3,1,0.46,4.5,,0,0,0,18,1,4,,, +wyattwh01,1929,1,DET,AL,0,1,4,4,1,0,0,76,30,19,1,18,14,0.3,6.75,,1,1,0,121,0,22,,, +ydeem01,1929,1,DET,AL,7,3,29,6,4,1,0,260,100,51,8,63,23,0.29,5.3,,4,0,0,412,16,60,,, +yerkeca01,1929,1,PHA,AL,1,0,19,2,0,0,1,112,47,19,0,13,11,0.32,4.58,,0,1,0,163,10,20,,, +zachato01,1929,1,NYA,AL,12,0,26,11,7,2,2,359,131,33,5,30,35,0.27,2.48,,1,2,0,512,9,43,,, +zahnipa01,1929,1,CIN,NL,0,0,1,0,0,0,0,3,2,3,1,1,0,0.4,27,,0,0,0,6,1,3,,, +zinnji01,1929,1,CLE,AL,4,6,18,11,6,1,2,316,150,59,8,33,29,0.34,5.04,,0,3,0,488,7,75,,, +alexape01,1930,1,PHI,NL,0,3,9,3,0,0,0,65,40,22,5,6,6,0.39,9.14,,0,0,0,109,2,24,,, +applepe01,1930,1,CLE,AL,8,7,39,7,2,0,1,356,122,53,8,53,45,0.27,4.02,,2,5,0,527,21,71,,, +ashke01,1930,1,CIN,NL,2,0,16,1,1,0,0,118,37,15,1,16,15,0.26,3.43,,0,0,0,160,12,22,,, +barnefr01,1930,1,NYA,AL,0,1,2,2,0,0,0,37,13,11,0,13,2,0.28,8.03,,0,1,0,62,0,11,,, +barnhle01,1930,1,CLE,AL,1,0,1,1,0,0,0,25,12,6,0,4,1,0.36,6.48,,0,0,0,40,0,7,,, +baynebi01,1930,1,BOS,AL,0,0,1,0,0,0,0,12,5,2,1,1,1,0.29,4.5,,0,0,0,18,1,2,,, +beanbe01,1930,1,CLE,AL,3,3,23,3,1,0,2,223,99,45,7,32,19,0.33,5.45,,2,0,1,340,16,58,,, +bednaan01,1930,1,PIT,NL,0,0,2,0,0,0,0,4,4,4,0,1,1,0.5,27,,1,0,0,10,2,4,,, +bellhi01,1930,1,SLN,NL,4,3,39,9,2,0,8,346,143,50,4,23,42,0.29,3.9,,1,2,0,512,17,65,,, +bengera01,1930,1,PHI,NL,11,15,38,29,14,0,1,677,305,143,22,81,70,0.32,5.7,,5,1,0,1055,4,178,,, +bentola01,1930,1,NY1,NL,1,3,8,4,1,0,1,90,42,26,8,14,16,0.32,7.8,,1,0,0,147,3,31,,, +bentola01,1930,2,CIN,NL,7,12,35,22,9,0,1,533,246,101,7,45,47,0.33,5.12,,8,0,0,801,6,124,,, +blaehge01,1930,1,SLA,AL,11,13,37,23,10,1,4,574,235,98,20,46,70,0.3,4.61,,1,2,0,842,11,119,,, +blakesh01,1930,1,CHN,NL,10,14,34,24,7,0,0,560,213,100,14,99,80,0.29,4.82,,4,3,0,856,4,127,,, +blankte01,1930,1,CHA,AL,2,1,7,1,0,0,0,44,23,15,0,7,2,0.37,9.2,,0,1,0,74,1,15,,, +brameer01,1930,1,PIT,NL,17,8,32,29,22,0,1,707,291,123,21,56,55,0.3,4.7,,2,5,0,1045,3,153,,, +branded01,1930,1,BSN,NL,4,11,41,13,4,1,1,442,168,82,15,59,65,0.29,5.01,,2,0,0,656,18,88,,, +braxtga01,1930,1,WS1,AL,3,2,15,0,0,0,5,82,22,10,3,9,7,0.22,3.29,,0,0,0,112,13,11,,, +braxtga01,1930,2,CHA,AL,4,10,19,10,2,0,1,272,127,65,9,33,44,0.33,6.45,,2,1,0,422,4,80,,, +bridgto01,1930,1,DET,AL,3,2,8,5,2,0,0,113,28,17,4,23,17,0.21,4.06,,0,0,0,158,2,18,,, +brownbo02,1930,1,BSN,NL,0,0,3,0,0,0,0,18,10,7,0,8,1,0.41,10.5,,0,0,0,34,2,7,,, +browncl01,1930,1,CLE,AL,11,13,35,31,16,3,1,641,271,118,14,51,54,0.31,4.97,,2,4,0,948,3,138,,, +brownll01,1930,1,WS1,AL,16,12,38,22,10,1,0,591,220,93,6,65,59,0.29,4.25,,4,5,0,846,10,99,,, +burkebo01,1930,1,WS1,AL,3,4,24,4,2,0,3,223,62,30,2,29,35,0.22,3.63,,2,3,0,312,12,41,,, +bushefr01,1930,1,BOS,AL,0,1,11,0,0,0,0,90,34,21,1,15,4,0.3,6.3,,1,2,0,136,9,22,,, +bushgu01,1930,1,CHN,NL,15,10,46,25,11,0,3,675,291,155,22,86,75,0.31,6.2,,12,2,0,1031,7,174,,, +campbar01,1930,1,CIN,NL,2,4,23,3,1,0,4,174,71,35,2,31,19,0.31,5.43,,3,1,0,271,12,38,,, +cantrgu01,1930,1,DET,AL,1,5,16,2,1,0,0,105,38,22,5,20,20,0.27,5.66,,1,1,0,168,9,30,,, +cantwbe01,1930,1,BSN,NL,9,15,31,21,10,0,2,520,213,94,15,45,43,0.31,4.88,,3,1,0,753,6,99,,, +carawpa01,1930,1,CHA,AL,10,10,38,21,9,1,1,580,194,83,11,57,83,0.26,3.86,,0,3,0,812,13,96,,, +carlsha01,1930,1,CHN,NL,4,2,8,6,3,0,0,155,68,29,5,14,14,0.31,5.05,,1,1,0,235,1,31,,, +carroow01,1930,1,DET,AL,0,5,6,3,0,0,0,61,30,24,3,9,4,0.33,10.62,,0,0,0,99,0,24,,, +carroow01,1930,2,NYA,AL,0,1,10,1,0,0,0,98,49,24,2,18,8,0.37,6.61,,1,4,0,162,4,32,,, +carroow01,1930,3,CIN,NL,0,1,3,2,1,0,0,42,17,7,3,3,0,0.3,4.5,,1,0,0,59,1,9,,, +chagnle01,1930,1,PIT,NL,0,3,18,4,3,0,0,186,92,47,9,23,27,0.35,6.82,,2,5,0,300,10,52,,, +chaplti01,1930,1,NY1,NL,2,6,19,8,3,0,1,219,89,42,8,16,20,0.3,5.18,,0,4,0,318,4,45,,, +childha01,1930,1,WS1,AL,0,0,5,0,0,0,0,30,10,7,1,5,5,0.26,6.3,,0,0,0,44,4,7,,, +clarkwa02,1930,1,BRO,NL,13,13,44,24,9,1,6,600,209,93,20,38,81,0.27,4.19,,1,0,0,827,14,110,,, +coffmdi01,1930,1,SLA,AL,8,18,38,30,12,1,1,588,250,112,14,69,54,0.31,5.14,,2,5,1,892,5,134,,, +collaha01,1930,1,PHI,NL,6,12,30,15,4,0,0,381,188,96,15,39,25,0.35,6.8,,3,3,0,597,6,106,,, +colliph01,1930,1,PHI,NL,16,11,47,25,17,1,3,717,287,127,22,86,87,0.29,4.78,,1,10,1,1089,16,148,,, +colliri01,1930,1,SLA,AL,9,7,35,20,6,1,2,515,168,83,11,63,75,0.25,4.35,,1,5,0,738,11,90,,, +coonejo01,1930,1,BSN,NL,0,0,2,0,0,0,0,21,16,14,2,3,1,0.47,18,,0,1,0,41,2,14,,, +crowdal01,1930,1,SLA,AL,3,7,13,10,5,1,1,232,85,40,11,27,42,0.28,4.66,,0,1,0,341,3,43,,, +crowdal01,1930,2,WS1,AL,15,9,27,25,20,0,1,607,191,81,6,69,65,0.24,3.6,,1,1,0,847,1,90,,, +cunnibr01,1930,1,BSN,NL,5,6,36,6,2,0,0,320,121,65,7,41,28,0.28,5.48,,3,0,1,474,17,73,,, +deandi01,1930,1,SLN,NL,1,0,1,1,1,0,0,27,3,1,0,3,5,0.1,1,,0,0,0,33,0,1,,, +donohpe01,1930,1,CIN,NL,1,3,8,5,2,0,1,103,53,24,0,13,4,0.36,6.29,,0,1,0,162,2,24,,, +donohpe01,1930,2,NY1,NL,7,6,18,11,4,0,1,260,135,59,6,18,26,0.36,6.13,,0,2,0,401,5,65,,, +dudlecl01,1930,1,BRO,NL,2,4,21,7,2,0,1,200,103,47,3,27,18,0.37,6.35,,2,2,1,323,4,62,,, +durhaed01,1930,1,BOS,AL,4,15,33,12,6,1,1,420,144,73,9,43,28,0.27,4.69,,0,2,0,599,17,81,,, +earnsge01,1930,1,PHA,AL,22,13,49,39,20,3,2,888,299,146,20,139,193,0.26,4.44,,10,1,2,1299,6,162,,, +eckeral01,1930,1,CIN,NL,0,1,2,1,0,0,0,15,7,4,0,4,1,0.3,7.2,,0,0,0,27,1,6,,, +edwarfo01,1930,1,NYA,AL,0,0,2,0,0,0,0,5,5,4,0,2,1,0.5,21.6,,1,0,0,12,1,4,,, +ehmkeho01,1930,1,PHA,AL,0,1,3,1,0,0,0,30,22,13,4,2,4,0.45,11.7,,0,3,1,55,1,13,,, +ellioha01,1930,1,PHI,NL,6,11,48,11,2,0,0,352,191,100,7,58,37,0.38,7.67,,1,1,0,580,20,120,,, +ellioju01,1930,1,BRO,NL,10,7,35,21,6,2,1,595,204,87,16,70,59,0.27,3.95,,2,5,1,849,8,100,,, +erickra01,1930,1,PIT,NL,1,0,7,0,0,0,0,42,21,11,1,10,2,0.37,7.07,,1,0,0,71,2,12,,, +faberre01,1930,1,CHA,AL,8,13,29,26,10,0,1,507,188,79,7,49,62,0.28,4.21,,3,5,0,742,2,101,,, +faulkji01,1930,1,BRO,NL,0,0,2,1,0,0,1,1,2,3,1,1,0,0.66,81,,0,0,0,4,1,3,,, +ferrewe01,1930,1,CLE,AL,25,13,43,35,25,1,3,890,299,109,14,106,143,0.26,3.31,,5,0,1,1274,8,141,,, +fischca01,1930,1,WS1,AL,1,1,8,4,1,0,1,100,37,18,0,18,21,0.28,4.86,,3,2,0,157,3,22,,, +fitzsfr01,1930,1,NY1,NL,19,7,41,29,17,1,1,673,230,106,26,59,76,0.26,4.25,,6,1,0,946,9,125,,, +frankfr02,1930,1,SLN,NL,2,3,8,1,0,0,0,59,31,16,1,11,4,0.37,7.32,,0,0,0,95,5,16,,, +frankfr02,1930,2,BSN,NL,7,6,27,11,3,1,0,332,138,69,13,43,30,0.31,5.61,,2,2,1,493,10,72,,, +frencla01,1930,1,PIT,NL,17,18,42,35,21,3,1,824,325,133,20,89,90,0.29,4.36,,3,6,0,1232,5,163,,, +freybe01,1930,1,CIN,NL,11,18,44,28,14,2,1,735,295,128,15,62,43,0.3,4.7,,6,3,1,1060,9,148,,, +gastomi01,1930,1,BOS,AL,13,20,38,34,20,2,2,819,272,119,15,98,99,0.25,3.92,,11,0,0,1175,4,138,,, +genewjo01,1930,1,NY1,NL,2,5,18,9,3,0,3,183,71,38,6,20,13,0.29,5.61,,2,1,0,269,6,44,,, +gibsosa01,1930,1,NYA,AL,0,1,2,2,0,0,0,18,14,10,1,6,3,0.42,15,,0,0,0,39,0,11,,, +gliatsa01,1930,1,CLE,AL,0,0,8,0,0,0,2,45,21,11,1,9,7,0.32,6.6,,1,2,0,76,6,15,,, +gomezle01,1930,1,NYA,AL,2,5,15,6,2,0,1,180,66,37,12,28,22,0.28,5.55,,0,1,0,273,3,41,,, +graboal01,1930,1,SLN,NL,6,4,33,8,1,0,1,321,122,57,7,49,43,0.29,4.79,,3,2,0,479,16,66,,, +graydo02,1930,1,SLA,AL,4,15,27,24,7,0,0,503,215,117,17,52,51,0.31,6.28,,2,4,0,756,1,143,,, +grimebu01,1930,1,BSN,NL,3,5,11,9,1,0,0,147,72,40,4,22,15,0.35,7.35,,0,3,0,239,2,53,,, +grimebu01,1930,2,SLN,NL,13,6,22,19,10,1,0,457,174,51,5,43,58,0.29,3.01,,7,4,0,657,3,66,,, +grovele01,1930,1,PHA,AL,28,5,50,32,22,2,9,873,273,82,8,60,209,0.24,2.54,,2,5,0,1191,17,101,,, +hadlebu01,1930,1,WS1,AL,15,11,42,34,15,1,2,781,242,108,6,105,162,0.24,3.73,,4,6,0,1113,7,123,,, +haidha01,1930,1,SLN,NL,3,2,20,0,0,0,2,99,38,15,1,14,13,0.29,4.09,,0,3,0,150,8,17,,, +haineje01,1930,1,SLN,NL,13,8,29,24,14,0,1,546,215,87,15,54,68,0.29,4.3,,7,1,0,787,4,107,,, +hallabi01,1930,1,SLN,NL,15,9,35,32,13,2,2,712,233,123,15,126,177,0.26,4.66,,11,0,0,1045,3,135,,, +hansesn01,1930,1,PHI,NL,0,7,22,9,1,0,0,253,123,63,8,38,25,0.36,6.72,,2,2,0,395,5,76,,, +hardeme01,1930,1,CLE,AL,11,10,36,19,7,0,2,526,205,82,9,68,44,0.29,4.21,,5,4,0,793,9,108,,, +heimafr01,1930,1,BRO,NL,0,2,9,0,0,0,1,22,14,4,0,3,1,0.42,4.91,,0,0,0,39,5,5,,, +hendebi01,1930,1,NYA,AL,0,0,3,0,0,0,0,24,7,4,1,4,2,0.25,4.5,,0,0,0,35,2,6,,, +henrydu01,1930,1,CHA,AL,2,17,35,16,4,0,0,465,211,84,12,48,35,0.33,4.88,,2,4,0,706,12,116,,, +herriar01,1930,1,DET,AL,3,3,23,6,1,0,0,233,97,46,2,36,16,0.31,5.33,,1,3,0,359,10,54,,, +hevinjo02,1930,1,NY1,NL,7,5,41,2,0,0,6,269,109,52,7,27,37,0.3,5.22,,2,1,0,398,22,57,,, +hillca01,1930,1,SLN,NL,0,1,4,2,0,0,0,44,12,12,2,13,8,0.24,7.36,,0,0,0,67,0,12,,, +hogsech01,1930,1,DET,AL,9,8,33,17,4,0,1,438,174,88,9,63,54,0.3,5.42,,0,9,0,670,11,102,,, +holloke01,1930,1,CLE,AL,1,1,12,2,0,0,2,90,49,28,5,14,8,0.37,8.4,,0,0,1,150,4,32,,, +holloke01,1930,2,NYA,AL,0,0,16,0,0,0,0,103,52,20,3,8,11,0.37,5.24,,2,0,0,156,6,23,,, +holshhe01,1930,1,SLA,AL,0,1,25,1,0,0,1,187,103,54,8,28,37,0.37,7.8,,0,3,0,314,12,63,,, +hoytwa01,1930,1,NYA,AL,2,2,8,7,2,0,0,143,64,24,7,9,10,0.31,4.53,,1,0,2,213,0,27,,, +hoytwa01,1930,2,DET,AL,9,8,26,20,8,1,4,407,176,72,7,47,25,0.31,4.78,,4,2,0,628,5,89,,, +hubbeca01,1930,1,NY1,NL,17,12,37,32,17,3,2,725,263,104,11,58,117,0.27,3.87,,3,11,0,1037,4,120,,, +hudliwi01,1930,1,CLE,AL,13,16,37,33,13,1,1,650,255,110,12,76,60,0.29,4.57,,1,1,2,964,4,131,,, +johnsha01,1930,1,NYA,AL,14,11,44,15,7,1,2,526,177,91,12,104,115,0.26,4.67,,11,2,1,791,19,112,,, +johnssi01,1930,1,CIN,NL,3,1,35,3,0,0,0,235,86,43,5,31,47,0.28,4.94,,2,4,0,345,17,54,,, +johnssy01,1930,1,SLN,NL,12,10,32,24,9,2,2,563,215,97,13,38,92,0.29,4.65,,2,4,0,793,6,105,,, +joneske01,1930,1,BSN,NL,0,1,8,1,0,0,0,59,28,13,1,4,4,0.35,5.95,,0,0,0,91,6,16,,, +jonespe01,1930,1,PIT,NL,0,1,9,2,0,0,0,57,26,14,3,11,3,0.32,6.63,,1,3,0,96,4,20,,, +jonessa01,1930,1,WS1,AL,15,7,25,25,14,1,0,550,195,83,4,61,60,0.27,4.07,,1,3,2,787,0,95,,, +juddra01,1930,1,NY1,NL,0,0,2,0,0,0,0,23,13,5,0,3,0,0.39,5.87,,0,0,0,39,1,8,,, +kaufmto01,1930,1,SLN,NL,0,1,2,1,0,0,0,31,15,9,2,4,2,0.35,7.84,,0,0,0,48,1,9,,, +kimsech01,1930,1,SLA,AL,6,10,42,4,1,0,1,340,139,80,8,45,32,0.31,6.35,,1,2,0,505,30,87,,, +klinebo01,1930,1,BOS,AL,0,0,1,0,0,0,0,3,1,0,0,0,0,0.33,0,,0,0,0,4,1,0,,, +koenima01,1930,2,DET,AL,0,1,2,1,0,0,0,27,11,10,0,8,6,0.31,10,,2,1,0,44,1,10,,, +kolpra01,1930,1,CIN,NL,7,12,37,19,5,2,3,505,180,79,10,34,40,0.27,4.22,,3,0,1,707,14,86,,, +koupalo01,1930,1,PHI,NL,0,4,13,4,1,0,0,110,52,35,4,17,11,0.34,8.59,,4,1,0,175,4,35,,, +kremera01,1930,1,PIT,NL,20,12,39,38,18,1,0,828,366,154,29,63,58,0.32,5.02,,3,1,0,1232,1,181,,, +langma01,1930,1,PIT,NL,0,0,2,0,0,0,0,5,9,10,2,3,2,0.69,54,,1,0,0,16,0,10,,, +lawsoro01,1930,1,CLE,AL,1,2,7,4,2,0,0,101,46,23,1,23,10,0.32,6.15,,1,0,0,170,2,27,,, +liebhgl02,1930,1,PHA,AL,0,1,5,0,0,0,0,27,14,11,2,8,2,0.35,11,,0,0,1,48,2,12,,, +lindsji01,1930,1,SLN,NL,7,5,39,6,3,0,5,317,131,52,6,46,50,0.31,4.43,,3,4,0,489,19,59,,, +lisenho01,1930,1,BOS,AL,10,17,37,31,15,0,0,712,254,116,20,86,47,0.28,4.4,,0,5,0,1028,5,130,,, +liskaad01,1930,1,WS1,AL,9,7,32,16,7,1,1,452,140,55,6,71,40,0.25,3.29,,0,5,0,648,8,69,,, +lucasra01,1930,1,NY1,NL,0,0,6,0,0,0,0,31,9,8,2,10,1,0.26,6.97,,1,1,0,49,2,8,,, +lucasre01,1930,1,CIN,NL,14,16,33,28,18,1,1,632,270,126,15,44,53,0.31,5.38,,0,1,2,927,4,135,,, +luquedo01,1930,1,BRO,NL,14,8,31,24,16,2,2,597,221,95,18,58,62,0.28,4.3,,5,0,0,849,5,107,,, +lyonste01,1930,1,CHA,AL,22,15,42,36,29,1,1,893,331,125,12,57,69,0.28,3.78,,2,2,1,1258,6,160,,, +macfada01,1930,1,BOS,AL,11,14,36,33,18,1,2,808,293,126,9,93,76,0.28,4.21,,2,6,0,1169,3,141,,, +mahafro01,1930,1,PHA,AL,9,5,33,16,6,0,0,458,186,85,16,53,38,0.29,5.01,,4,4,0,697,5,108,,, +mahonal01,1930,1,PHA,AL,0,0,3,0,0,0,0,13,11,11,0,7,0,0.57,22.85,,0,0,0,29,0,11,,, +malonpa02,1930,1,CHN,NL,20,9,45,35,22,1,4,815,290,119,14,96,142,0.27,3.94,,4,6,1,1197,8,145,,, +marbefi01,1930,1,WS1,AL,15,5,33,22,9,2,1,555,190,84,15,53,56,0.27,4.09,,0,0,0,774,9,92,,, +mayja01,1930,1,CIN,NL,3,11,26,18,5,1,0,337,147,72,6,41,44,0.32,5.77,,3,6,0,519,4,83,,, +mcafebi01,1930,1,CHN,NL,0,0,2,0,0,0,0,3,3,0,0,2,0,0.37,0,,1,0,0,10,1,5,,, +mcevolo01,1930,1,NYA,AL,1,3,28,1,0,0,3,157,64,39,4,29,14,0.28,6.71,,1,2,0,265,15,51,,, +mckaiha01,1930,1,CHA,AL,6,4,32,5,0,0,5,267,108,55,0,42,52,0.29,5.56,,2,3,0,416,19,67,,, +mcweedo01,1930,1,CIN,NL,0,2,8,2,0,0,0,77,28,21,0,20,10,0.28,7.36,,0,0,0,122,2,23,,, +meinehe01,1930,1,PIT,NL,6,8,20,16,4,0,1,352,168,80,6,44,18,0.34,6.14,,1,5,0,551,2,89,,, +milleja02,1930,1,CLE,AL,4,4,24,9,1,0,0,265,147,70,6,38,31,0.37,7.13,,1,4,1,451,6,89,,, +millijo02,1930,1,PHI,NL,1,2,9,2,1,0,0,85,26,10,0,21,7,0.25,3.18,,1,2,0,129,4,16,,, +mitchcl01,1930,1,SLN,NL,1,0,1,1,0,0,0,9,5,2,0,2,1,0.35,6,,0,0,0,16,0,2,,, +mitchcl01,1930,2,NY1,NL,10,3,24,16,5,0,0,387,151,57,10,36,40,0.29,3.98,,1,1,0,557,3,68,,, +mooreca01,1930,1,WS1,AL,0,0,4,0,0,0,0,35,9,3,0,4,2,0.22,2.31,,0,0,0,47,4,3,,, +moorecy01,1930,1,BRO,NL,0,0,1,0,0,0,0,0,2,0,0,0,0,1,,,0,0,0,2,0,1,,, +mooreji01,1930,1,CHA,AL,2,1,9,5,2,0,1,120,42,16,0,12,11,0.26,3.6,,0,0,0,177,2,18,,, +morrebi01,1930,1,NY1,NL,0,0,2,0,0,0,0,24,6,1,0,1,3,0.21,1.13,,0,0,0,29,1,1,,, +morried02,1930,1,BOS,AL,4,9,18,9,3,0,0,196,67,30,1,38,28,0.26,4.13,,0,0,0,307,6,42,,, +morrijo04,1930,1,BRO,NL,1,2,16,0,0,0,1,104,47,21,4,16,11,0.34,5.45,,0,0,0,159,12,29,,, +mosolji01,1930,1,PIT,NL,0,0,1,0,0,0,0,1,1,1,0,0,1,0.5,27,,0,0,0,2,1,1,,, +mossma01,1930,1,CHN,NL,0,0,12,1,0,0,1,56,18,13,0,14,4,0.25,6.27,,0,0,0,87,2,13,,, +mossra01,1930,1,BRO,NL,9,6,36,11,5,0,1,355,127,67,13,55,30,0.27,5.1,,1,4,0,538,10,78,,, +mulrofr01,1930,1,BOS,AL,0,1,2,0,0,0,0,9,3,1,0,0,2,0.27,3,,0,0,0,12,2,2,,, +nelsoly01,1930,1,CHN,NL,3,2,37,3,0,0,0,244,97,46,10,28,29,0.3,5.09,,2,6,0,365,16,52,,, +newsobo01,1930,1,BRO,NL,0,0,2,0,0,0,0,9,2,0,0,2,1,0.16,0,,1,0,0,14,2,2,,, +nichoch01,1930,1,PHI,NL,1,2,16,5,1,0,0,179,76,45,8,16,15,0.3,6.79,,0,2,0,273,3,51,,, +osborbo01,1930,1,CHN,NL,10,6,35,13,3,0,1,380,147,70,9,53,42,0.3,4.97,,1,1,0,563,15,74,,, +pageph01,1930,1,DET,AL,0,1,12,0,0,0,0,36,23,13,1,9,2,0.43,9.75,,1,0,0,64,5,16,,, +parmero01,1930,1,NY1,NL,0,1,11,1,0,0,0,63,18,22,3,26,19,0.22,9.43,,0,0,0,106,8,26,,, +pennohe01,1930,1,NYA,AL,11,7,25,19,11,1,0,469,194,75,8,20,46,0.3,4.32,,4,0,0,676,3,95,,, +perkich01,1930,1,PHA,AL,0,0,8,1,0,0,0,71,25,17,0,15,15,0.31,6.46,,3,0,1,102,4,20,,, +pettyje01,1930,1,PIT,NL,1,6,10,7,0,0,1,124,67,38,8,13,16,0.36,8.27,,0,2,0,204,3,43,,, +pettyje01,1930,2,CHN,NL,1,3,9,3,0,0,0,118,51,13,2,6,18,0.31,2.97,,0,0,0,172,1,18,,, +phelpra01,1930,1,BRO,NL,14,7,36,24,11,2,0,539,198,82,21,52,64,0.28,4.11,,1,3,0,779,5,98,,, +phillbu01,1930,1,PHI,NL,0,0,14,1,0,0,0,131,68,39,6,18,9,0.35,8.04,,1,1,0,216,8,44,,, +pipgrge01,1930,1,NYA,AL,15,15,44,30,15,3,4,663,230,101,9,70,111,0.26,4.11,,4,8,0,974,13,133,,, +pruethu01,1930,1,NY1,NL,5,4,45,8,1,0,3,407,152,72,11,63,49,0.28,4.78,,1,4,0,608,18,83,,, +quinnja01,1930,1,PHA,AL,9,7,35,7,0,0,6,269,109,44,6,22,28,0.3,4.42,,1,1,0,397,16,51,,, +rhemfl01,1930,1,SLN,NL,12,8,26,19,9,0,0,419,173,69,11,37,47,0.3,4.45,,6,3,0,626,5,90,,, +rhodego01,1930,1,NYA,AL,0,0,3,0,0,0,0,6,3,2,0,4,1,0.5,9,,1,0,0,10,1,3,,, +rixeyep01,1930,1,CIN,NL,9,13,32,21,5,0,0,492,207,93,11,47,37,0.31,5.1,,2,7,0,735,9,103,,, +rommeed01,1930,1,PHA,AL,9,4,35,9,5,0,3,391,142,62,11,27,35,0.27,4.28,,0,1,0,550,20,66,,, +rootch01,1930,1,CHN,NL,16,14,37,30,15,4,3,661,247,106,17,63,124,0.28,4.33,,1,7,0,967,6,122,,, +ruffire01,1930,1,BOS,AL,0,3,4,3,1,0,0,72,32,17,1,6,14,0.32,6.38,,0,1,2,114,1,19,,, +ruffire01,1930,2,NYA,AL,15,5,34,25,12,2,1,593,200,91,10,62,117,0.26,4.14,,4,2,0,846,8,106,,, +russeja01,1930,1,BOS,AL,9,20,35,30,15,0,0,689,302,139,11,53,35,0.32,5.45,,1,3,0,1026,3,162,,, +ruthba01,1930,1,NYA,AL,1,0,1,1,1,0,0,27,11,3,0,2,3,0.3,3,,0,0,0,39,0,3,,, +samuejo01,1930,1,DET,AL,0,0,2,0,0,0,0,18,10,11,1,6,1,0.41,16.5,,1,0,0,31,1,11,,, +seiboso01,1930,1,BSN,NL,15,16,36,33,20,1,2,753,288,115,16,85,70,0.29,4.12,,1,2,0,1109,2,135,,, +shautjo01,1930,1,CLE,AL,0,0,4,0,0,0,0,14,8,8,0,4,2,0.33,15.43,,1,0,0,28,2,10,,, +shealal01,1930,1,CHN,NL,0,0,24,0,0,0,0,81,37,24,2,14,14,0.32,8,,0,0,0,128,17,24,,, +sherdbi01,1930,1,SLN,NL,3,2,13,7,1,0,0,192,86,33,5,13,29,0.32,4.64,,2,1,0,284,4,34,,, +sherdbi01,1930,2,BSN,NL,6,5,21,14,7,0,1,358,131,63,10,30,26,0.28,4.75,,1,2,0,518,5,73,,, +sheriro01,1930,1,NYA,AL,12,13,37,21,8,0,4,552,214,107,13,87,59,0.28,5.23,,7,5,0,848,11,121,,, +shielbe01,1930,1,BOS,AL,0,0,3,0,0,0,0,30,16,10,0,6,1,0.4,9,,0,0,0,48,3,11,,, +shoffmi01,1930,1,CLE,AL,3,4,24,10,1,0,0,254,129,75,8,50,17,0.36,7.97,,2,1,3,420,6,86,,, +shorebi01,1930,1,PHA,AL,12,4,31,19,7,1,0,477,169,74,11,70,48,0.27,4.19,,1,3,0,700,7,86,,, +smithbo02,1930,1,BSN,NL,10,14,38,24,14,2,5,659,247,104,25,85,84,0.29,4.26,,0,3,0,969,12,115,,, +smithge03,1930,1,BOS,AL,1,2,27,2,0,0,0,221,92,54,7,49,21,0.31,6.6,,3,1,0,356,19,62,,, +smythha01,1930,1,PHI,NL,0,3,25,3,0,0,2,149,84,43,3,31,9,0.36,7.79,,2,3,0,265,12,60,,, +sorrevi01,1930,1,DET,AL,16,11,35,30,14,2,1,700,245,100,13,106,97,0.27,3.86,,4,0,0,1021,5,116,,, +speecby01,1930,1,PHI,NL,0,0,11,0,0,0,0,59,41,29,1,4,9,0.43,13.27,,0,0,0,105,5,30,,, +spencgl01,1930,1,PIT,NL,8,9,41,10,5,0,4,470,185,94,16,63,60,0.3,5.4,,7,2,0,699,22,110,,, +stewale01,1930,1,SLA,AL,20,12,35,33,23,1,0,813,281,104,21,70,79,0.26,3.45,,0,1,0,1139,2,119,,, +stielfr01,1930,1,SLA,AL,0,1,4,2,1,0,0,57,27,18,4,8,5,0.34,8.53,,0,1,0,94,2,21,,, +stilero01,1930,1,SLA,AL,3,6,20,7,3,0,0,306,136,67,10,41,25,0.33,5.91,,3,1,0,470,9,77,,, +stoneli01,1930,1,PIT,NL,0,0,5,0,0,0,0,17,7,3,2,3,1,0.31,4.76,,1,0,0,25,3,3,,, +sullich02,1930,1,DET,AL,1,5,40,3,2,0,5,281,112,68,9,53,38,0.31,6.53,,6,1,0,433,18,72,,, +sweetle01,1930,1,PHI,NL,7,15,34,25,8,1,0,501,271,143,24,60,36,0.37,7.71,,0,5,0,817,4,164,,, +swetost01,1930,1,PIT,NL,6,6,23,6,3,1,5,290,107,48,7,27,35,0.27,4.47,,1,0,0,420,14,53,,, +teachbu01,1930,1,CHN,NL,11,4,40,16,6,0,0,459,178,69,16,48,59,0.29,4.06,,1,0,0,663,10,80,,, +thomamy01,1930,1,WS1,AL,2,2,12,2,0,0,0,101,49,31,3,15,12,0.35,8.29,,0,0,0,161,5,35,,, +thomato02,1930,1,CHA,AL,5,13,34,27,7,0,0,507,229,98,13,44,58,0.32,5.22,,0,1,0,783,4,125,,, +thurssl01,1930,1,BRO,NL,6,4,24,11,5,2,1,318,110,40,4,17,26,0.26,3.4,,1,0,0,437,10,46,,, +uhlege01,1930,1,DET,AL,12,12,33,29,18,1,3,717,239,97,18,75,117,0.26,3.65,,3,5,0,1005,4,110,,, +vanceda01,1930,1,BRO,NL,17,15,35,31,20,4,0,776,241,75,15,55,173,0.24,2.61,,4,5,1,1061,3,97,,, +walberu01,1930,1,PHA,AL,13,12,38,30,12,2,1,616,207,107,6,85,100,0.26,4.69,,4,2,0,898,4,121,,, +walkebi01,1930,1,NY1,NL,17,15,39,34,13,2,1,736,258,107,19,88,105,0.26,3.93,,2,5,1,1075,4,133,,, +walshed02,1930,1,CHA,AL,1,4,37,4,0,0,0,311,131,62,8,30,37,0.31,5.38,,4,4,0,467,21,67,,, +waltebe01,1930,1,PIT,NL,0,0,1,0,0,0,0,3,0,0,0,0,1,0,0,,0,0,0,3,1,0,,, +warnelo01,1930,1,CHN,NL,0,0,1,0,0,0,0,4,2,5,0,5,0,0.4,33.75,,1,0,0,11,0,5,,, +wehdebi01,1930,1,CHA,AL,0,0,4,0,0,0,0,19,7,7,1,7,3,0.3,9.95,,1,3,0,40,3,8,,, +weilabo01,1930,1,CHA,AL,0,4,14,3,0,0,0,98,38,24,1,21,15,0.29,6.61,,1,2,0,156,5,31,,, +wellsed01,1930,1,NYA,AL,12,3,27,21,7,0,0,452,185,87,11,49,46,0.3,5.2,,1,4,0,679,3,91,,, +whiteea01,1930,1,DET,AL,17,13,34,31,16,0,1,662,248,104,8,80,109,0.28,4.24,,2,8,0,983,3,139,,, +willocl01,1930,1,PHI,NL,4,17,41,24,5,1,1,459,241,129,17,68,38,0.36,7.59,,3,2,1,744,8,147,,, +woodsp01,1930,1,PIT,NL,4,3,9,7,4,2,0,174,61,33,4,32,23,0.27,5.12,,1,0,0,261,0,34,,, +wyattwh01,1930,1,DET,AL,4,5,21,7,2,0,2,257,76,34,6,35,68,0.23,3.57,,2,3,0,363,12,41,,, +wysonbi01,1930,1,CIN,NL,0,1,1,1,0,0,0,7,6,5,0,3,1,0.54,19.29,,0,0,0,16,0,5,,, +zachato01,1930,1,NYA,AL,1,1,3,3,0,0,0,50,18,12,0,9,1,0.26,6.48,,0,0,0,81,0,16,,, +zachato01,1930,2,BSN,NL,11,5,24,22,10,1,0,454,192,77,9,50,57,0.31,4.58,,0,0,0,675,1,90,,, +adamsbo02,1931,1,PHI,NL,0,1,1,1,0,0,0,18,14,6,0,1,3,0.42,9,,0,0,0,35,0,10,,, +andreiv01,1931,1,NYA,AL,2,0,7,3,1,0,0,103,36,16,3,8,10,0.27,4.19,,0,0,0,143,2,17,,, +applepe01,1931,1,CLE,AL,4,4,29,4,3,0,0,239,100,41,2,29,25,0.29,4.63,,3,1,0,371,16,51,,, +baeched01,1931,1,CHN,NL,2,4,22,6,2,0,0,201,64,28,1,32,34,0.25,3.76,,4,8,0,301,7,34,,, +beanbe01,1931,1,CLE,AL,0,1,4,0,0,0,0,21,11,5,0,4,3,0.37,6.43,,0,1,0,37,2,5,,, +bednaan01,1931,1,PIT,NL,0,0,3,0,0,0,0,12,10,5,1,0,2,0.47,11.25,,0,0,0,22,2,5,,, +bengera01,1931,1,PHI,NL,14,18,38,31,16,2,2,741,251,87,12,61,117,0.26,3.17,,2,5,0,1044,7,107,,, +bentola01,1931,1,CIN,NL,10,15,38,23,12,2,2,613,240,76,6,53,35,0.29,3.35,,4,1,1,878,10,98,,, +berlyja01,1931,1,NY1,NL,7,8,27,11,4,1,0,334,114,48,6,51,45,0.27,3.88,,2,4,0,489,10,55,,, +blaehge01,1931,1,SLA,AL,11,15,35,32,13,1,0,679,280,114,15,56,79,0.29,4.53,,0,1,1,1014,3,137,,, +blakesh01,1931,1,CHN,NL,0,4,16,5,0,0,0,150,64,29,4,26,29,0.31,5.22,,2,1,0,238,7,34,,, +blakesh01,1931,2,PHI,NL,4,5,14,9,1,0,1,213,90,44,2,35,31,0.3,5.58,,4,3,0,335,3,49,,, +bolenst01,1931,1,PHI,NL,3,12,28,16,2,0,0,296,117,70,5,63,55,0.29,6.39,,7,4,0,470,7,75,,, +bowlegr01,1931,1,CHA,AL,0,1,13,3,1,0,0,106,40,21,1,24,15,0.28,5.35,,2,0,1,165,7,26,,, +brameer01,1931,1,PIT,NL,9,13,26,21,15,2,0,539,211,84,14,45,33,0.29,4.21,,0,0,1,781,4,102,,, +branded01,1931,1,BSN,NL,18,11,33,29,23,3,2,750,228,81,11,77,112,0.24,2.92,,3,4,0,1035,4,94,,, +braxtga01,1931,1,CHA,AL,0,3,17,3,0,0,1,142,71,36,1,23,28,0.33,6.85,,1,2,0,240,9,43,,, +braxtga01,1931,2,SLA,AL,0,0,11,1,0,0,0,54,27,21,2,10,7,0.37,10.5,,0,1,0,86,9,24,,, +bridgto01,1931,1,DET,AL,8,16,35,23,8,2,0,519,182,96,13,108,105,0.26,4.99,,9,0,1,809,8,120,,, +brillji01,1931,1,BOS,AL,0,0,11,1,0,0,0,59,27,12,2,15,7,0.32,5.49,,0,0,0,100,3,16,,, +brownbo02,1931,1,BSN,NL,0,1,3,1,0,0,0,19,9,6,0,3,2,0.37,8.53,,0,0,0,31,1,7,,, +browncl01,1931,1,CLE,AL,11,15,39,33,12,2,0,700,284,122,10,55,50,0.29,4.71,,2,1,0,1028,4,143,,, +brownll01,1931,1,WS1,AL,15,14,42,32,15,1,0,776,256,92,13,79,79,0.25,3.2,,3,0,0,1091,8,121,,, +burkebo01,1931,1,WS1,AL,8,3,30,13,3,1,2,386,124,61,6,50,38,0.25,4.27,,0,2,0,548,12,67,,, +bushgu01,1931,1,CHN,NL,16,8,39,24,14,1,2,541,190,90,9,66,54,0.26,4.49,,6,2,0,790,9,104,,, +cantwbe01,1931,1,BSN,NL,7,9,33,16,9,2,2,469,160,63,4,34,32,0.26,3.63,,4,0,0,659,9,73,,, +carawpa01,1931,1,CHA,AL,10,24,51,32,11,1,2,660,268,152,17,101,55,0.29,6.22,,4,7,1,1035,12,177,,, +carroow01,1931,1,CIN,NL,3,9,29,12,4,0,0,322,135,66,6,51,24,0.31,5.53,,2,4,0,499,12,76,,, +carteso01,1931,1,PHA,AL,0,0,2,0,0,0,0,7,1,5,0,4,1,0.14,19.29,,0,0,0,11,1,5,,, +chaplti01,1931,1,NY1,NL,3,0,16,3,1,0,1,127,39,15,2,16,7,0.24,3.19,,0,2,0,181,7,17,,, +clarkwa02,1931,1,BRO,NL,14,10,34,28,16,3,1,700,243,83,4,52,96,0.26,3.2,,3,1,1,981,2,86,,, +coffmdi01,1931,1,SLA,AL,9,13,32,17,11,2,1,508,159,73,10,51,39,0.24,3.88,,2,2,0,720,8,81,,, +collior02,1931,1,DET,AL,0,1,2,2,0,0,0,31,17,9,0,7,3,0.36,7.84,,0,0,0,55,0,12,,, +colliph01,1931,1,PHI,NL,12,16,42,27,16,2,4,721,268,103,14,83,73,0.28,3.86,,1,5,0,1055,10,126,,, +colliri01,1931,1,SLA,AL,5,5,17,14,2,0,0,321,130,45,5,38,34,0.3,3.79,,1,1,0,466,1,55,,, +connasa01,1931,1,CLE,AL,5,5,17,9,5,0,1,257,87,40,7,50,37,0.25,4.2,,1,6,0,405,7,56,,, +coonebo01,1931,1,SLA,AL,0,3,5,4,1,0,0,118,46,18,1,20,13,0.29,4.12,,1,1,0,180,1,21,,, +craghho01,1931,1,CLE,AL,0,0,4,0,0,0,0,17,8,4,0,2,2,0.32,6.35,,0,0,0,27,3,4,,, +crowdal01,1931,1,WS1,AL,18,11,44,26,13,1,2,703,255,101,13,72,85,0.27,3.88,,4,1,0,1009,10,117,,, +cunnibr01,1931,1,BSN,NL,3,12,33,16,6,1,1,410,157,68,7,54,32,0.29,4.48,,1,2,0,603,16,74,,, +daype01,1931,1,BRO,NL,2,2,22,2,1,0,1,172,75,29,5,13,30,0.31,4.55,,3,0,0,254,7,38,,, +derripa01,1931,1,SLN,NL,18,8,35,23,15,4,2,635,225,79,9,65,134,0.27,3.36,,6,4,0,901,10,88,,, +donohpe01,1931,1,NY1,NL,0,1,4,1,0,0,0,34,14,7,1,4,4,0.31,5.56,,0,0,0,51,1,7,,, +donohpe01,1931,2,CLE,AL,0,0,2,0,0,0,0,16,9,5,1,5,4,0.42,8.44,,0,0,0,26,1,6,,, +doyleje01,1931,1,SLA,AL,0,0,1,0,0,0,0,3,3,3,0,1,0,0.5,27,,0,0,0,7,0,3,,, +dudlecl01,1931,1,PHI,NL,8,14,30,24,8,0,0,537,206,70,10,56,50,0.28,3.52,,7,6,3,793,3,95,,, +durhaed01,1931,1,BOS,AL,8,10,38,15,7,2,0,496,175,78,9,50,53,0.26,4.25,,1,4,0,716,11,91,,, +earnsge01,1931,1,PHA,AL,21,7,43,30,23,3,6,845,255,115,16,75,152,0.23,3.67,,5,3,0,1174,11,130,,, +eckeral01,1931,1,CIN,NL,0,1,14,1,0,0,0,56,26,19,3,9,5,0.32,9.16,,1,0,0,90,9,20,,, +ellioha01,1931,1,PHI,NL,0,2,16,4,0,0,2,99,46,35,5,19,8,0.33,9.55,,0,1,0,157,5,36,,, +ellioju01,1931,1,PHI,NL,19,14,52,30,12,2,5,747,288,118,15,83,99,0.28,4.27,,1,4,2,1098,16,138,,, +faberre01,1931,1,CHA,AL,10,14,44,19,5,1,1,552,210,78,11,57,49,0.28,3.82,,0,3,0,807,14,96,,, +falleed01,1931,1,PHI,NL,0,0,24,0,0,0,0,125,56,33,2,26,15,0.33,7.13,,0,0,0,201,14,37,,, +ferrewe01,1931,1,CLE,AL,22,12,40,35,27,2,3,829,276,115,9,130,123,0.25,3.75,,3,3,0,1227,4,134,,, +fischca01,1931,1,WS1,AL,13,9,46,23,7,0,3,573,207,93,12,80,96,0.27,4.38,,4,2,3,847,13,98,,, +fitzsfr01,1931,1,NY1,NL,18,11,35,33,19,4,0,761,242,86,16,62,78,0.25,3.05,,5,0,0,1045,1,111,,, +frankfr02,1931,1,BSN,NL,8,8,26,15,6,0,1,382,125,57,4,43,50,0.25,4.03,,6,3,0,545,6,64,,, +frasivi01,1931,1,CHA,AL,13,15,46,29,13,2,4,762,258,126,11,127,87,0.25,4.46,,2,5,0,1143,8,156,,, +frencla01,1931,1,PIT,NL,15,13,39,33,20,1,1,827,301,100,9,70,73,0.27,3.26,,5,1,1,1170,4,127,,, +freybe01,1931,1,CIN,NL,8,12,34,17,7,1,2,401,166,73,2,36,19,0.31,4.92,,0,2,0,569,14,76,,, +galliph01,1931,1,BRO,NL,0,1,6,1,0,0,0,46,23,9,2,7,1,0.35,5.28,,0,0,0,74,3,11,,, +garlalo01,1931,1,CHA,AL,0,2,7,2,0,0,0,50,30,19,2,14,4,0.4,10.26,,1,1,0,92,3,24,,, +gastomi01,1931,1,BOS,AL,2,13,23,18,4,0,0,357,137,59,4,41,33,0.29,4.46,,4,0,0,526,5,76,,, +gomezle01,1931,1,NYA,AL,21,9,40,26,17,1,3,729,206,72,7,85,150,0.22,2.67,,1,4,0,1013,10,88,,, +grantge02,1931,1,PIT,NL,0,0,11,0,0,0,0,51,28,14,0,7,6,0.36,7.41,,0,1,0,88,7,16,,, +graydo02,1931,1,SLA,AL,11,24,43,37,13,0,2,774,323,146,20,54,88,0.29,5.09,,4,4,0,1158,5,187,,, +grimebu01,1931,1,SLN,NL,17,9,29,28,17,3,0,637,240,86,11,59,67,0.28,3.65,,2,10,1,914,1,97,,, +grovele01,1931,1,PHA,AL,31,4,41,30,27,4,5,866,249,66,10,62,175,0.22,2.06,,2,1,0,1160,10,84,,, +hadlebu01,1931,1,WS1,AL,11,10,55,11,2,1,8,539,145,61,4,92,124,0.21,3.06,,4,1,0,768,28,81,,, +haidha01,1931,1,BSN,NL,0,2,27,0,0,0,1,168,59,28,3,16,20,0.26,4.5,,0,3,0,246,17,36,,, +haineje01,1931,1,SLN,NL,12,3,19,17,8,2,0,367,134,41,2,28,27,0.27,3.02,,4,0,0,513,1,48,,, +hallabi01,1931,1,SLN,NL,19,9,37,30,16,3,4,746,242,91,10,112,159,0.25,3.29,,11,1,0,1061,5,102,,, +hardeme01,1931,1,CLE,AL,13,14,40,24,9,0,1,582,229,94,8,72,63,0.28,4.36,,3,6,1,880,8,119,,, +harribi01,1931,1,PIT,NL,2,2,4,4,3,1,0,93,21,3,0,9,10,0.19,0.87,,0,0,0,121,0,6,,, +heberwa01,1931,1,SLA,AL,6,7,23,13,5,0,0,309,128,58,11,43,26,0.3,5.07,,0,3,0,465,6,70,,, +heimafr01,1931,1,BRO,NL,9,7,31,10,7,1,1,406,145,52,6,23,43,0.27,3.46,,1,1,0,565,15,66,,, +herriar01,1931,1,DET,AL,7,13,35,16,9,0,1,495,186,79,8,67,64,0.28,4.31,,0,8,0,744,12,95,,, +hevinjo02,1931,1,NY1,NL,1,6,22,0,0,0,3,127,48,23,4,11,26,0.27,4.89,,0,2,0,190,14,27,,, +hilchwh01,1931,1,CIN,NL,0,1,2,1,0,0,0,36,16,4,0,4,5,0.32,3,,0,1,0,55,1,5,,, +hildeor01,1931,1,CLE,AL,2,1,5,2,2,0,0,80,25,13,0,13,6,0.24,4.39,,1,3,0,121,1,16,,, +hogsech01,1931,1,DET,AL,3,9,22,12,5,0,2,337,150,74,8,33,47,0.32,5.93,,1,5,0,506,8,80,,, +hoytwa01,1931,1,DET,AL,3,8,16,12,5,0,0,276,124,60,2,32,10,0.31,5.87,,0,2,0,429,4,70,,, +hoytwa01,1931,2,PHA,AL,10,5,16,14,9,2,0,333,130,52,9,37,30,0.29,4.22,,1,0,0,479,0,60,,, +hubbeca01,1931,1,NY1,NL,14,12,36,30,21,4,3,744,211,73,14,67,155,0.22,2.65,,3,4,0,1010,5,88,,, +hudliwi01,1931,1,CLE,AL,15,14,44,34,15,1,4,763,313,130,14,88,83,0.3,4.6,,4,1,0,1139,7,155,,, +johnsha01,1931,1,NYA,AL,13,8,40,23,8,0,4,589,176,103,13,102,106,0.23,4.72,,5,1,0,864,11,114,,, +johnssi01,1931,1,CIN,NL,11,19,42,33,14,0,0,787,273,110,5,74,95,0.26,3.77,,2,6,0,1113,3,131,,, +johnssy01,1931,1,SLN,NL,11,9,32,24,12,2,2,558,186,62,9,29,82,0.25,3,,3,2,0,766,6,73,,, +jonessa01,1931,1,WS1,AL,9,10,25,24,8,1,1,444,185,71,10,47,58,0.3,4.32,,3,4,0,669,1,88,,, +kaufmto01,1931,1,SLN,NL,1,1,15,1,0,0,1,147,65,33,3,17,13,0.31,6.06,,2,1,0,227,11,34,,, +kimsech01,1931,1,SLA,AL,4,6,42,1,0,0,7,283,121,46,1,27,27,0.31,4.39,,3,2,0,425,35,60,,, +klinebo01,1931,1,BOS,AL,5,5,28,10,3,0,0,294,110,48,3,35,25,0.29,4.41,,3,3,2,414,11,54,,, +koenima01,1931,1,DET,AL,0,0,3,0,0,0,0,21,7,5,0,11,3,0.28,6.43,,1,0,0,36,2,5,,, +kolpra01,1931,1,CIN,NL,4,9,30,10,2,0,1,321,144,59,8,39,24,0.33,4.96,,0,4,0,489,11,66,,, +krausle01,1931,1,PHA,AL,1,0,3,1,1,0,0,33,6,5,2,6,1,0.15,4.09,,1,0,0,46,1,6,,, +kremera01,1931,1,PIT,NL,11,15,30,30,15,1,0,690,246,85,6,65,58,0.27,3.33,,3,5,1,994,0,110,,, +lawsoro01,1931,1,CLE,AL,0,2,17,3,0,0,0,167,72,47,5,36,20,0.3,7.6,,1,0,0,276,12,50,,, +lindsji01,1931,1,SLN,NL,6,4,35,2,1,1,7,224,77,23,2,45,32,0.27,2.77,,1,0,0,337,19,32,,, +lisenho01,1931,1,BOS,AL,5,12,41,17,6,0,0,494,190,95,13,49,42,0.28,5.19,,2,3,0,737,5,108,,, +liskaad01,1931,1,WS1,AL,0,1,2,1,0,0,0,12,9,3,0,1,2,0.45,6.75,,0,0,0,21,1,3,,, +lucasra01,1931,1,NY1,NL,0,0,1,0,0,0,0,6,1,1,1,1,0,0.14,4.5,,0,0,0,8,0,1,,, +lucasre01,1931,1,CIN,NL,14,13,29,29,24,3,0,714,261,95,10,39,56,0.28,3.59,,0,0,1,985,0,110,,, +luquedo01,1931,1,BRO,NL,7,6,19,15,5,0,0,308,122,52,6,27,25,0.29,4.56,,0,1,0,443,2,59,,, +lyonste01,1931,1,CHA,AL,4,6,22,12,7,0,0,303,117,45,6,33,16,0.29,4.01,,1,0,1,435,8,50,,, +macfada01,1931,1,BOS,AL,16,12,35,32,17,2,0,692,263,103,4,79,74,0.28,4.02,,1,7,0,1035,2,121,,, +mahafro01,1931,1,PHA,AL,15,4,30,20,8,0,2,487,161,76,9,82,59,0.25,4.21,,4,3,0,664,5,87,,, +malonpa02,1931,1,CHN,NL,16,9,36,30,12,2,0,685,229,99,9,88,112,0.25,3.9,,5,4,0,989,4,115,,, +marbefi01,1931,1,WS1,AL,16,4,45,25,11,1,7,657,211,84,13,63,88,0.25,3.45,,3,3,0,913,14,92,,, +mastewa01,1931,1,WS1,AL,0,0,3,0,0,0,1,27,7,2,0,4,1,0.22,2,,0,0,0,36,3,2,,, +mattiea01,1931,1,BRO,NL,0,1,8,0,0,0,0,43,15,4,0,10,6,0.26,2.51,,2,2,0,68,1,4,,, +mayja01,1931,1,CHN,NL,5,5,31,4,1,0,2,237,81,34,2,43,38,0.27,3.87,,0,3,0,350,12,35,,, +mcafebi01,1931,1,BSN,NL,0,1,18,1,0,0,0,89,39,21,2,10,9,0.33,6.37,,0,0,0,129,11,22,,, +mcdonha01,1931,1,PHA,AL,2,4,19,10,1,1,0,211,62,29,3,41,23,0.23,3.71,,1,1,1,305,3,43,,, +mcevolo01,1931,1,NYA,AL,0,0,6,0,0,0,1,37,19,17,1,12,3,0.35,12.41,,0,1,0,67,3,17,,, +mckaiha01,1931,1,CHA,AL,6,9,27,8,3,0,0,336,134,71,10,57,39,0.29,5.71,,1,3,0,522,14,82,,, +mclauju01,1931,1,BOS,AL,0,0,9,0,0,0,0,36,23,16,1,8,3,0.39,12,,0,0,0,67,7,16,,, +meinehe01,1931,1,PIT,NL,19,13,36,35,22,3,0,852,278,94,8,87,58,0.25,2.98,,4,7,0,1202,1,121,,, +milleja02,1931,1,CLE,AL,2,1,10,5,1,1,0,124,45,20,2,19,17,0.27,4.35,,0,0,0,186,3,26,,, +millijo02,1931,1,PHI,NL,0,0,3,0,0,0,0,24,11,3,0,4,6,0.32,3.38,,2,1,1,39,1,5,,, +mitchcl01,1931,1,NY1,NL,13,11,27,25,13,0,0,571,221,86,12,52,39,0.28,4.07,,1,3,1,839,1,103,,, +mooneji01,1931,1,NY1,NL,7,1,10,8,6,2,0,215,71,16,1,16,38,0.26,2.01,,2,1,0,292,2,19,,, +moorecy01,1931,1,BRO,NL,1,2,23,1,1,0,0,185,62,26,5,13,35,0.26,3.79,,1,4,0,257,14,31,,, +mooreji01,1931,1,CHA,AL,0,2,33,4,0,0,0,251,93,46,3,27,15,0.28,4.95,,2,1,0,367,16,52,,, +moorewi01,1931,1,BOS,AL,11,13,53,15,8,1,10,556,195,80,7,55,37,0.26,3.88,,3,1,0,798,31,88,,, +morrebi01,1931,1,NY1,NL,5,3,20,7,2,0,1,198,83,32,4,27,16,0.3,4.36,,1,0,1,301,6,34,,, +morried02,1931,1,BOS,AL,5,7,37,14,3,0,0,392,131,69,4,74,46,0.26,4.75,,1,5,0,594,11,80,,, +mossra01,1931,1,BRO,NL,0,0,1,0,0,0,0,3,1,0,0,1,0,0.33,0,,0,0,0,5,0,0,,, +mossra01,1931,2,BSN,NL,1,3,12,5,0,0,0,135,56,23,2,16,14,0.3,4.6,,1,0,0,205,4,32,,, +mungova01,1931,1,BRO,NL,3,1,5,4,2,1,0,93,27,8,0,13,12,0.24,2.32,,0,1,0,126,1,9,,, +murphwa01,1931,1,BOS,AL,0,0,2,0,0,0,0,6,4,2,0,1,0,0.44,9,,0,0,0,10,2,2,,, +nichoch01,1931,1,PHI,NL,0,1,3,0,0,0,0,17,10,6,0,1,1,0.43,9.53,,1,0,0,26,1,6,,, +ogdenja01,1931,1,CIN,NL,4,8,22,9,3,1,1,267,79,29,3,32,24,0.24,2.93,,2,0,0,375,7,42,,, +osborbo01,1931,1,PIT,NL,6,1,27,2,0,0,0,194,85,36,3,20,9,0.31,5.01,,1,1,1,295,13,43,,, +parmero01,1931,1,NY1,NL,2,2,13,5,4,0,0,176,47,24,1,33,30,0.22,3.68,,1,3,0,249,3,25,,, +pennohe01,1931,1,NYA,AL,11,6,25,25,12,1,0,568,247,90,7,30,65,0.31,4.28,,3,1,1,826,0,96,,, +peterji01,1931,1,PHA,AL,0,1,6,1,1,0,0,39,18,9,0,4,7,0.32,6.23,,0,0,1,60,4,10,,, +phelpra01,1931,1,BRO,NL,7,9,28,26,3,1,0,448,184,83,3,44,50,0.3,5,,1,4,0,657,1,88,,, +pipgrge01,1931,1,NYA,AL,7,6,36,14,6,1,3,413,134,58,8,58,59,0.25,3.79,,3,2,0,606,13,73,,, +planeem01,1931,1,NY1,NL,0,0,2,0,0,0,0,16,7,6,0,4,0,0.29,10.13,,1,0,0,28,1,7,,, +quinnja01,1931,1,BRO,NL,5,4,39,1,0,0,15,193,65,19,1,24,25,0.26,2.66,,1,1,0,279,29,28,,, +reevebo01,1931,1,BOS,AL,0,0,1,0,0,0,0,22,6,3,0,1,0,0.21,3.68,,0,0,0,29,1,3,,, +rhemfl01,1931,1,SLN,NL,11,10,33,26,10,2,1,622,214,82,17,60,72,0.26,3.56,,3,3,0,882,6,100,,, +rhodego01,1931,1,NYA,AL,6,3,18,11,4,0,0,261,82,33,3,52,36,0.23,3.41,,2,0,0,410,4,49,,, +rixeyep01,1931,1,CIN,NL,4,7,22,17,4,0,0,380,143,55,4,30,22,0.29,3.91,,3,0,1,542,3,71,,, +rommeed01,1931,1,PHA,AL,7,5,25,10,8,1,0,354,136,39,5,27,18,0.29,2.97,,2,1,0,498,10,50,,, +rootch01,1931,1,CHN,NL,17,14,39,31,19,3,2,753,240,97,7,71,131,0.25,3.48,,1,7,0,1043,6,109,,, +ruffire01,1931,1,NYA,AL,16,14,37,30,19,1,2,711,240,116,11,87,132,0.25,4.41,,1,6,0,1042,5,130,,, +russeja01,1931,1,BOS,AL,10,18,36,31,13,0,0,696,298,133,7,65,45,0.31,5.16,,3,2,0,1041,3,145,,, +schesdu01,1931,1,PHI,NL,0,0,17,0,0,0,0,115,65,31,4,18,14,0.38,7.28,,2,4,0,194,9,39,,, +schumha02,1931,1,NY1,NL,1,1,8,2,1,0,1,55,31,22,3,14,11,0.38,10.8,,2,0,0,95,5,23,,, +seiboso01,1931,1,BSN,NL,10,18,33,29,10,3,0,619,226,107,12,65,50,0.27,4.67,,0,3,1,895,3,122,,, +shautjo01,1931,1,BRO,NL,11,8,25,19,6,0,0,386,162,69,9,32,50,0.3,4.83,,2,1,0,569,5,87,,, +sherdbi01,1931,1,BSN,NL,6,10,27,16,8,0,0,413,163,65,13,35,34,0.29,4.25,,1,1,0,604,5,70,,, +sheriro01,1931,1,NYA,AL,5,5,17,8,3,0,2,223,94,47,4,24,39,0.3,5.69,,1,3,0,335,4,52,,, +shielbe01,1931,1,PHI,NL,1,0,4,0,0,0,0,16,9,9,1,7,0,0.39,15.19,,0,0,0,32,1,9,,, +shoffmi01,1931,1,CLE,AL,2,3,12,4,1,0,0,123,55,33,4,26,12,0.32,7.24,,3,2,1,202,3,34,,, +shorebi01,1931,1,PHA,AL,0,3,6,2,0,0,0,48,26,9,3,10,2,0.36,5.06,,1,0,0,83,3,18,,, +smithbo02,1931,1,CHN,NL,15,12,36,29,18,2,2,721,239,86,10,62,63,0.25,3.22,,1,1,1,1004,5,101,,, +sorrevi01,1931,1,DET,AL,13,14,35,32,19,1,1,735,267,113,8,114,99,0.27,4.15,,2,1,0,1098,3,131,,, +spencgl01,1931,1,PIT,NL,11,12,38,18,11,1,3,560,180,71,8,65,51,0.26,3.42,,6,5,1,783,14,83,,, +stewale01,1931,1,SLA,AL,14,17,36,33,20,1,0,774,287,126,17,85,89,0.27,4.4,,1,3,0,1135,2,155,,, +stielfr01,1931,1,SLA,AL,0,0,4,0,0,0,0,20,7,5,0,3,2,0.26,6.75,,0,1,0,30,4,5,,, +stilero01,1931,1,SLA,AL,3,1,34,2,0,0,0,243,112,65,2,60,32,0.35,7.22,,2,2,0,386,15,72,,, +stoneli01,1931,1,PHI,NL,0,0,7,1,0,0,0,41,22,10,0,5,2,0.37,6.59,,0,0,0,66,2,13,,, +stoutal01,1931,1,SLN,NL,6,0,30,3,1,0,3,218,87,34,2,34,40,0.3,4.21,,3,1,0,325,14,40,,, +streled01,1931,1,CIN,NL,0,0,13,0,0,0,0,73,37,25,2,9,3,0.39,9.25,,0,3,0,113,5,25,,, +sullich02,1931,1,DET,AL,3,2,31,4,2,0,0,285,109,52,6,46,28,0.28,4.93,,2,1,0,434,19,60,,, +sweetle01,1931,1,CHN,NL,8,7,26,14,9,0,0,391,156,73,3,61,32,0.29,5.04,,3,5,0,601,5,89,,, +swetost01,1931,1,PIT,NL,0,2,14,0,0,0,1,83,28,12,0,16,8,0.26,3.9,,0,0,0,123,12,12,,, +tauscwa01,1931,1,WS1,AL,1,0,6,0,0,0,0,36,24,10,2,4,5,0.42,7.5,,0,0,0,62,4,16,,, +teachbu01,1931,1,CHN,NL,1,2,27,3,1,0,0,184,79,39,6,28,14,0.3,5.72,,1,1,0,297,10,40,,, +thomafa01,1931,1,CLE,AL,2,4,16,2,1,0,0,146,63,28,2,32,25,0.32,5.18,,2,1,0,231,8,34,,, +thomato02,1931,1,CHA,AL,10,14,43,36,11,2,2,736,298,129,17,69,72,0.29,4.73,,4,5,1,1094,5,166,,, +thurssl01,1931,1,BRO,NL,9,9,24,17,11,0,0,429,175,63,3,39,23,0.3,3.97,,2,1,0,633,6,72,,, +uhlege01,1931,1,DET,AL,11,12,29,18,15,2,2,579,190,75,10,49,63,0.25,3.5,,6,4,1,808,11,88,,, +vanceda01,1931,1,BRO,NL,11,13,30,29,12,2,0,656,221,82,12,53,150,0.26,3.38,,1,0,0,918,1,99,,, +walberu01,1931,1,PHA,AL,20,12,44,35,19,1,3,873,298,121,16,109,106,0.26,3.74,,3,0,0,1248,8,133,,, +walkebi01,1931,1,NY1,NL,16,9,37,28,19,6,3,718,212,60,6,64,121,0.23,2.26,,2,3,0,991,7,78,,, +warnelo01,1931,1,CHN,NL,2,4,20,7,3,0,0,193,67,23,1,37,27,0.26,3.22,,0,3,1,299,7,33,,, +wattfr01,1931,1,PHI,NL,5,5,38,12,5,0,2,368,147,66,5,49,25,0.29,4.84,,2,3,0,558,16,81,,, +weaveji01,1931,1,NYA,AL,2,1,17,5,2,0,0,173,66,34,1,29,28,0.28,5.31,,4,1,1,268,7,37,,, +weavemo01,1931,1,WS1,AL,1,0,3,1,1,0,0,30,11,5,0,6,6,0.26,4.5,,0,0,0,48,2,6,,, +wehdebi01,1931,1,CHA,AL,1,0,8,0,0,0,0,48,19,12,0,10,3,0.33,6.75,,1,2,0,70,6,12,,, +weilabo01,1931,1,CHA,AL,2,7,15,8,3,0,0,225,75,43,3,46,38,0.25,5.16,,1,4,1,351,0,55,,, +weinele01,1931,1,NYA,AL,2,2,17,0,0,0,0,74,31,17,2,19,24,0.31,6.2,,2,5,0,128,7,19,,, +welchjo01,1931,1,CHN,NL,2,1,8,3,1,0,0,101,39,14,2,10,7,0.29,3.74,,0,1,0,148,3,16,,, +wellsed01,1931,1,NYA,AL,9,5,27,10,6,0,2,350,130,56,7,37,34,0.28,4.32,,2,1,1,498,12,68,,, +whiteea01,1931,1,DET,AL,13,16,34,34,22,0,0,814,287,123,22,118,81,0.27,4.08,,3,5,0,1197,0,152,,, +willocl01,1931,1,PIT,NL,0,2,9,2,1,0,0,77,32,18,4,12,4,0.3,6.31,,0,0,0,120,4,21,,, +wiltsha01,1931,1,PHI,NL,0,0,1,0,0,0,0,3,3,1,0,0,0,0.6,9,,0,0,0,5,0,1,,, +woodsp01,1931,1,PIT,NL,2,6,15,10,2,0,0,192,69,43,2,46,33,0.27,6.05,,4,1,0,301,4,45,,, +wyattwh01,1931,1,DET,AL,0,2,4,1,1,0,0,61,30,20,2,12,8,0.36,8.85,,2,1,0,98,1,23,,, +wysonbi01,1931,1,CIN,NL,0,2,12,2,0,0,0,65,25,19,2,23,5,0.29,7.89,,0,0,0,111,8,22,,, +zachato01,1931,1,BSN,NL,11,15,33,28,16,3,2,687,243,79,8,53,64,0.27,3.1,,4,1,1,963,3,87,,, +adamsbo02,1932,1,PHI,NL,0,0,4,0,0,0,0,18,7,1,0,2,2,0.31,1.5,,0,0,0,25,3,1,,, +allenjo02,1932,1,NYA,AL,17,4,33,21,13,3,4,576,162,79,10,76,109,0.22,3.7,,5,5,1,804,6,86,,, +andreiv01,1932,1,NYA,AL,2,1,4,1,1,0,0,74,20,5,0,9,7,0.21,1.82,,2,0,0,103,3,8,,, +andreiv01,1932,2,BOS,AL,8,6,25,19,8,0,0,425,144,60,4,53,30,0.26,3.81,,5,2,1,613,3,76,,, +applepe01,1932,1,CLE,AL,0,0,4,0,0,0,0,15,11,9,1,3,1,0.4,16.2,,0,0,0,30,1,11,,, +applepe01,1932,2,BOS,AL,0,3,11,3,0,0,0,138,49,21,2,26,15,0.26,4.11,,1,2,0,217,4,35,,, +baeched01,1932,1,CHN,NL,0,0,1,0,0,0,0,3,1,0,0,1,0,0.33,0,,0,0,0,4,0,0,,, +barthle01,1932,1,CHA,AL,0,0,3,0,0,0,0,16,5,3,0,6,1,0.25,5.06,,0,0,0,27,3,3,,, +bellhi01,1932,1,NY1,NL,8,4,35,10,3,0,2,360,132,49,12,16,25,0.28,3.68,,1,2,0,498,14,58,,, +bengera01,1932,1,PHI,NL,13,12,41,28,13,2,6,667,247,100,15,58,89,0.28,4.05,,1,4,0,953,10,119,,, +bentola01,1932,1,CIN,NL,6,13,35,21,7,0,2,539,201,86,10,27,35,0.28,4.31,,1,0,0,745,7,104,,, +berlyja01,1932,1,PHI,NL,1,2,21,1,1,0,2,138,61,39,4,21,15,0.33,7.63,,0,1,0,215,9,42,,, +bettshu01,1932,1,BSN,NL,13,11,31,27,16,3,1,665,229,69,9,35,32,0.26,2.8,,0,0,0,913,3,84,,, +biggsch01,1932,1,CHA,AL,1,1,6,4,0,0,0,74,32,19,2,12,1,0.31,6.93,,2,3,0,117,2,22,,, +blaehge01,1932,1,SLA,AL,14,14,42,36,16,1,0,775,304,135,19,76,80,0.29,4.7,,1,3,1,1141,4,163,,, +boernla01,1932,1,BOS,AL,0,4,21,5,0,0,0,183,71,34,2,37,19,0.3,5.02,,0,3,0,284,9,41,,, +bolenst01,1932,1,PHI,NL,0,0,5,0,0,0,0,48,18,5,0,10,3,0.28,2.81,,1,2,0,76,0,8,,, +bowlegr01,1932,1,CHA,AL,0,0,4,0,0,0,0,19,15,11,1,3,2,0.48,15.63,,0,0,0,35,2,12,,, +bowmajo01,1932,1,PHA,AL,0,1,7,0,0,0,0,33,14,10,2,6,4,0.31,8.18,,0,3,0,55,3,10,,, +brameer01,1932,1,PIT,NL,3,1,23,3,0,0,0,153,84,42,6,16,10,0.36,7.41,,2,0,0,248,14,52,,, +branded01,1932,1,BSN,NL,16,16,35,31,19,2,1,762,271,112,11,57,79,0.27,3.97,,2,5,0,1064,2,122,,, +bridgto01,1932,1,DET,AL,14,12,34,26,10,4,1,603,174,75,14,119,108,0.23,3.36,,6,1,1,881,7,95,,, +brownbo02,1932,1,BSN,NL,14,7,35,28,9,0,1,639,187,78,6,104,110,0.23,3.3,,3,2,1,908,7,89,,, +browncl01,1932,1,CLE,AL,15,12,37,32,21,1,1,788,298,119,14,50,59,0.27,4.08,,4,4,0,1135,5,143,,, +brownju01,1932,1,NYA,AL,5,2,19,3,3,1,1,167,58,28,1,30,31,0.27,4.53,,0,2,0,250,9,30,,, +brownll01,1932,1,WS1,AL,15,12,46,24,10,2,5,608,239,100,11,55,53,0.29,4.44,,7,1,0,873,17,115,,, +burkebo01,1932,1,WS1,AL,3,6,22,10,2,0,0,273,98,52,4,44,32,0.27,5.14,,2,1,0,409,7,55,,, +bushgu01,1932,1,CHN,NL,19,11,40,30,15,1,0,716,262,85,13,70,73,0.27,3.21,,5,7,0,1032,7,106,,, +cainsu01,1932,1,PHA,AL,3,4,10,6,3,0,0,135,42,25,1,28,24,0.25,5,,0,0,0,197,1,27,,, +cantwbe01,1932,1,BSN,NL,13,11,37,9,3,1,5,438,133,48,6,33,33,0.24,2.96,,0,5,0,589,27,56,,, +carawpa01,1932,1,CHA,AL,2,6,19,9,1,0,0,194,80,49,6,37,13,0.3,6.82,,1,3,1,307,5,55,,, +carlete01,1932,1,SLN,NL,10,13,44,22,9,3,0,589,198,89,12,70,113,0.26,4.08,,4,3,0,844,16,94,,, +carroow01,1932,1,CIN,NL,10,19,32,26,15,0,1,630,245,105,7,44,55,0.28,4.5,,5,9,0,917,4,124,,, +chagnle01,1932,1,PIT,NL,9,6,30,10,4,1,0,384,140,56,10,34,52,0.27,3.94,,3,2,0,557,11,62,,, +chambbi02,1932,1,CHA,AL,0,5,12,5,0,0,0,124,39,21,3,25,11,0.25,4.57,,1,0,0,186,2,30,,, +clarkwa02,1932,1,BRO,NL,20,12,40,36,19,2,0,819,282,106,10,49,99,0.26,3.49,,3,4,1,1136,4,122,,, +coffmdi01,1932,1,SLA,AL,5,3,9,6,3,0,0,183,66,21,3,21,14,0.27,3.1,,0,2,0,263,3,24,,, +coffmdi01,1932,2,WS1,AL,1,6,22,9,2,1,0,229,92,41,2,31,17,0.3,4.83,,0,1,0,337,4,45,,, +colliph01,1932,1,PHI,NL,14,12,43,21,6,0,3,553,231,108,21,65,66,0.31,5.27,,4,6,2,820,20,117,,, +connasa01,1932,1,CLE,AL,8,6,35,7,4,1,3,337,119,54,6,42,32,0.26,4.33,,3,3,0,498,16,59,,, +coonebo01,1932,1,SLA,AL,1,2,23,3,1,0,1,213,94,55,8,36,23,0.32,6.97,,0,2,0,333,13,61,,, +crowdal01,1932,1,WS1,AL,26,13,50,39,21,3,1,981,319,121,17,77,103,0.25,3.33,,0,0,0,1356,10,136,,, +cunnibr01,1932,1,BSN,NL,1,0,18,3,0,0,0,141,50,18,1,19,21,0.28,3.45,,1,4,0,204,9,21,,, +daglipe01,1932,1,CHA,AL,2,4,12,5,2,0,0,150,67,32,4,20,16,0.32,5.76,,3,4,1,234,3,35,,, +deandi01,1932,1,SLN,NL,18,15,46,33,16,4,2,858,280,105,14,102,191,0.26,3.3,,2,5,2,1203,10,122,,, +derripa01,1932,1,SLN,NL,11,14,39,30,14,1,0,700,296,105,6,67,78,0.31,4.05,,9,2,0,1043,4,133,,, +deshoji01,1932,1,PHA,AL,0,0,6,0,0,0,0,30,17,13,3,9,5,0.37,11.7,,1,1,0,56,3,14,,, +devench01,1932,1,NYA,AL,1,0,1,1,1,0,0,27,6,2,0,7,4,0.2,2,,0,0,0,38,0,2,,, +donohpe01,1932,1,BOS,AL,0,1,4,2,0,0,0,38,18,11,2,6,1,0.34,7.82,,0,0,1,60,2,11,,, +dudlecl01,1932,1,PHI,NL,1,1,13,0,0,0,1,53,23,14,3,8,5,0.32,7.13,,0,0,0,80,9,14,,, +durhaed01,1932,1,BOS,AL,6,13,34,22,4,0,0,526,187,74,13,49,52,0.27,3.8,,0,4,2,750,6,90,,, +earnsge01,1932,1,PHA,AL,19,13,36,33,21,1,0,736,262,130,28,94,109,0.27,4.77,,9,4,0,1082,3,147,,, +edeleed01,1932,1,WS1,AL,0,0,2,0,0,0,0,3,0,3,0,6,0,0,27,,0,0,0,10,1,3,,, +ellioha01,1932,1,PHI,NL,2,4,16,7,0,0,0,173,70,37,5,38,13,0.29,5.77,,1,0,0,275,4,45,,, +ellioju01,1932,1,PHI,NL,11,10,39,22,8,0,0,498,210,100,14,47,62,0.3,5.42,,4,2,1,756,11,115,,, +evansar01,1932,1,CHA,AL,0,0,7,0,0,0,0,54,19,6,1,10,6,0.25,3,,0,0,0,84,7,9,,, +faberre01,1932,1,CHA,AL,2,11,42,5,0,0,6,318,123,44,0,38,26,0.29,3.74,,1,1,0,472,28,61,,, +ferrewe01,1932,1,CLE,AL,23,13,38,34,26,3,1,863,299,117,17,104,105,0.26,3.66,,4,0,1,1244,3,141,,, +fiebecl01,1932,1,CHA,AL,1,0,3,0,0,0,0,16,6,1,0,3,1,0.27,1.69,,0,0,0,25,2,1,,, +fischca01,1932,1,WS1,AL,3,2,12,7,1,1,1,152,57,28,4,31,23,0.28,4.97,,1,0,0,235,3,30,,, +fischca01,1932,2,SLA,AL,3,7,24,11,4,0,0,291,122,60,12,45,35,0.31,5.57,,3,0,1,445,6,65,,, +fitzsfr01,1932,1,NY1,NL,11,11,35,31,11,0,0,713,287,117,18,83,65,0.29,4.43,,7,3,0,1060,3,132,,, +fonsele01,1932,1,CHA,AL,0,0,1,0,0,0,0,3,0,0,0,0,0,0,0,,0,0,0,3,0,0,,, +frankfr02,1932,1,BSN,NL,4,6,37,6,3,0,0,326,113,43,7,45,35,0.27,3.56,,2,3,0,474,16,56,,, +frasivi01,1932,1,CHA,AL,3,13,29,21,4,0,0,438,180,101,14,70,33,0.29,6.23,,5,4,2,691,3,121,,, +freitto01,1932,1,PHA,AL,12,5,23,18,10,1,0,451,150,64,11,48,31,0.26,3.83,,0,4,0,628,3,68,,, +frencla01,1932,1,PIT,NL,18,16,47,33,19,3,4,823,301,92,17,62,72,0.27,3.02,,1,1,0,1167,11,127,,, +freybe01,1932,1,SLN,NL,0,2,2,0,0,0,0,9,6,4,0,2,0,0.6,12,,0,0,0,12,1,5,,, +freybe01,1932,2,CIN,NL,4,10,28,15,5,0,0,394,159,63,10,30,27,0.29,4.32,,1,1,1,570,9,72,,, +friedbo01,1932,1,WS1,AL,0,0,2,0,0,0,0,12,4,5,0,7,2,0.25,11.25,,1,1,0,24,2,5,,, +gallaed01,1932,1,BOS,AL,0,3,9,3,0,0,0,71,30,33,3,28,6,0.32,12.55,,3,0,0,124,4,36,,, +galliph01,1932,1,CHA,AL,1,3,13,3,1,0,0,100,49,28,4,24,12,0.33,7.56,,1,1,0,173,2,32,,, +gastomi01,1932,1,CHA,AL,7,17,28,25,7,1,1,500,183,74,10,73,44,0.27,4,,5,1,0,742,3,101,,, +gibsosa01,1932,1,NY1,NL,4,8,41,5,1,1,3,245,107,44,7,30,39,0.32,4.85,,3,2,0,369,23,51,,, +goldsiz01,1932,1,DET,AL,3,2,16,6,2,0,0,169,63,28,2,41,14,0.27,4.47,,4,3,0,274,6,42,,, +gomezle01,1932,1,NYA,AL,24,7,37,31,21,1,1,796,266,124,23,105,176,0.25,4.21,,0,2,0,1149,3,140,,, +grabore01,1932,1,PHI,NL,2,2,14,2,0,0,0,103,38,14,2,22,15,0.27,3.67,,1,2,0,164,6,18,,, +graydo02,1932,1,SLA,AL,7,12,52,18,7,3,4,620,250,104,9,53,79,0.29,4.53,,6,1,1,919,18,126,,, +gregopa01,1932,1,CHA,AL,5,3,33,9,3,0,0,353,125,59,8,51,39,0.27,4.51,,2,2,1,518,12,75,,, +grimebu01,1932,1,CHN,NL,6,11,30,18,5,1,1,424,174,75,8,50,36,0.29,4.78,,2,1,1,642,6,89,,, +grovele01,1932,1,PHA,AL,25,10,44,30,27,4,7,875,269,92,13,79,188,0.24,2.84,,0,1,0,1207,13,101,,, +gudatma01,1932,1,CHN,NL,0,0,1,0,0,0,0,3,1,0,0,0,2,0.25,0,,0,0,0,4,1,0,,, +hadlebu01,1932,1,CHA,AL,1,1,3,2,1,0,1,56,17,8,2,8,13,0.26,3.86,,0,0,0,75,1,8,,, +hadlebu01,1932,2,SLA,AL,13,20,40,33,12,1,1,689,244,141,21,163,132,0.27,5.53,,5,8,0,1080,4,160,,, +haineje01,1932,1,SLN,NL,3,5,20,10,4,1,0,256,116,45,4,16,27,0.32,4.75,,0,1,0,382,7,51,,, +hallabi01,1932,1,SLN,NL,12,7,25,22,13,1,1,529,169,61,10,69,108,0.25,3.11,,7,0,0,746,3,79,,, +hansesn01,1932,1,PHI,NL,10,10,39,23,5,0,2,573,215,79,13,51,56,0.27,3.72,,4,6,0,839,9,103,,, +hardeme01,1932,1,CLE,AL,15,13,39,32,17,1,0,764,277,106,9,68,90,0.27,3.75,,1,3,0,1106,4,125,,, +harribi01,1932,1,PIT,NL,10,9,37,17,4,0,2,504,178,68,6,38,63,0.27,3.64,,3,6,0,716,15,84,,, +heberwa01,1932,1,SLA,AL,1,12,35,15,2,0,1,325,145,78,6,45,29,0.32,6.48,,2,2,0,504,10,99,,, +heimafr01,1932,1,BRO,NL,9,4,36,15,7,0,0,503,203,74,7,28,30,0.29,3.97,,1,6,0,726,15,85,,, +herriar01,1932,1,DET,AL,1,2,12,0,0,0,2,67,25,13,2,15,12,0.28,5.24,,1,1,0,105,8,18,,, +herrmle01,1932,1,CHN,NL,2,1,7,0,0,0,0,38,18,9,0,9,5,0.34,6.39,,1,0,0,62,3,9,,, +hilchwh01,1932,1,CIN,NL,0,3,11,2,0,0,0,56,24,16,3,10,4,0.31,7.71,,2,0,1,87,6,19,,, +hildeor01,1932,1,CLE,AL,8,6,27,15,7,0,0,388,124,53,7,62,49,0.24,3.69,,1,0,0,568,8,69,,, +hogsech01,1932,1,DET,AL,11,9,47,15,7,0,7,534,201,70,8,66,56,0.28,3.54,,2,5,0,790,27,97,,, +holleed01,1932,1,PHI,NL,11,14,34,30,16,2,0,684,247,100,15,55,87,0.27,3.95,,0,6,0,975,2,114,,, +hoytwa01,1932,1,BRO,NL,1,3,8,4,0,0,1,80,38,23,3,12,7,0.34,7.76,,1,0,0,128,3,27,,, +hoytwa01,1932,2,NY1,NL,5,7,18,12,3,0,0,292,103,37,6,25,29,0.27,3.42,,0,5,0,420,4,43,,, +hubbeca01,1932,1,NY1,NL,18,11,40,32,22,0,2,852,260,79,20,40,137,0.23,2.5,,3,4,1,1151,7,96,,, +hudliwi01,1932,1,CLE,AL,12,8,33,21,12,0,2,545,204,95,10,59,65,0.27,4.71,,1,1,0,800,8,108,,, +johnsha01,1932,1,NYA,AL,2,2,5,4,2,0,0,94,34,17,7,15,27,0.26,4.88,,1,0,0,144,1,18,,, +johnssi01,1932,1,CIN,NL,13,15,42,27,14,2,2,735,246,89,8,57,94,0.25,3.27,,0,2,0,1024,11,109,,, +johnssy01,1932,1,SLN,NL,5,14,32,22,7,0,2,494,199,90,14,35,70,0.29,4.92,,3,4,0,720,4,103,,, +jonesar01,1932,1,BRO,NL,0,0,1,0,0,0,0,3,2,2,0,1,0,0.66,18,,0,0,0,5,1,2,,, +jonessa01,1932,1,CHA,AL,10,15,30,28,10,0,0,601,217,94,9,75,64,0.27,4.22,,3,3,0,895,2,123,,, +kimsech01,1932,1,SLA,AL,4,2,33,0,0,0,3,235,85,35,3,33,13,0.28,4.02,,3,0,0,344,22,45,,, +kimsech01,1932,2,CHA,AL,1,1,7,0,0,0,2,33,8,3,0,5,6,0.21,2.45,,0,1,0,45,7,4,,, +klinebo01,1932,1,BOS,AL,11,13,47,19,4,1,2,516,203,101,10,76,31,0.29,5.28,,6,1,1,784,21,117,,, +kolpra01,1932,1,CIN,NL,6,10,32,19,7,2,1,479,176,69,13,27,42,0.28,3.89,,1,3,0,667,7,80,,, +kowalfa01,1932,1,CHA,AL,0,1,2,1,0,0,0,31,16,8,2,4,2,0.34,6.97,,0,1,0,52,1,11,,, +krausle01,1932,1,PHA,AL,4,1,20,3,2,1,0,171,64,29,3,24,16,0.28,4.58,,1,0,1,256,7,31,,, +kremera01,1932,1,PIT,NL,4,3,11,10,3,1,0,170,61,27,5,16,6,0.27,4.29,,3,1,0,245,1,35,,, +lehenre01,1932,1,BOS,AL,0,0,2,0,0,0,0,8,5,5,0,3,1,0.41,16.88,,0,0,0,16,1,5,,, +lindsji01,1932,1,SLN,NL,3,3,33,5,0,0,3,268,96,49,6,38,31,0.27,4.94,,3,2,1,392,12,53,,, +lisenho01,1932,1,BOS,AL,0,4,19,6,3,0,0,220,87,46,9,25,13,0.29,5.65,,0,1,0,326,6,55,,, +liskaad01,1932,1,PHI,NL,2,0,8,0,0,0,1,80,22,5,0,10,6,0.23,1.69,,1,1,0,108,6,5,,, +lucasre01,1932,1,CIN,NL,13,17,31,31,28,0,0,808,261,88,10,35,63,0.24,2.94,,0,1,0,1101,0,105,,, +luquedo01,1932,1,NY1,NL,6,7,38,5,1,0,5,330,128,49,4,32,32,0.29,4.01,,2,0,0,483,22,53,,, +lyonste01,1932,1,CHA,AL,10,15,33,26,19,1,2,692,243,84,10,71,58,0.27,3.28,,1,3,0,979,4,104,,, +macfada01,1932,1,BOS,AL,1,10,12,11,6,0,0,233,91,44,3,33,29,0.28,5.1,,1,1,0,356,1,55,,, +macfada01,1932,2,NYA,AL,7,5,17,15,9,0,1,364,137,53,11,37,33,0.28,3.93,,2,2,0,532,1,69,,, +mahafro01,1932,1,PHA,AL,13,13,37,28,13,0,0,668,245,126,27,96,106,0.27,5.09,,2,5,0,1003,5,136,,, +malonpa02,1932,1,CHN,NL,15,17,37,33,17,2,0,711,222,89,13,78,120,0.24,3.38,,8,6,0,1001,2,111,,, +mangule01,1932,1,BSN,NL,0,0,7,0,0,0,0,31,17,6,1,0,3,0.33,5.23,,0,0,0,54,4,8,,, +marbefi01,1932,1,WS1,AL,8,4,54,15,8,1,13,593,202,88,13,72,66,0.26,4.01,,1,2,2,846,26,98,,, +marrobu01,1932,1,DET,AL,2,5,18,7,2,0,1,191,70,34,6,29,31,0.27,4.81,,1,6,0,288,5,40,,, +mayja01,1932,1,CHN,NL,2,2,35,0,0,0,1,161,61,26,3,19,20,0.28,4.36,,0,2,0,246,19,34,,, +mcafebi01,1932,1,WS1,AL,6,1,8,5,2,0,0,124,47,18,3,22,10,0.28,3.92,,0,0,0,189,3,22,,, +mckaiha01,1932,1,CHA,AL,0,0,8,0,0,0,0,34,17,14,1,5,7,0.34,11.12,,0,0,0,57,4,15,,, +mckeiti01,1932,1,PHA,AL,0,1,4,2,0,0,0,38,18,10,0,5,0,0.34,7.11,,0,0,0,59,1,11,,, +mclauju01,1932,1,BOS,AL,0,0,1,0,0,0,0,9,5,5,0,4,0,0.38,15,,0,0,0,17,1,5,,, +mcnaugo01,1932,1,BOS,AL,0,1,6,2,0,0,0,63,21,15,1,22,6,0.25,6.43,,1,3,1,106,2,15,,, +meinehe01,1932,1,PIT,NL,12,9,28,25,13,1,1,517,193,74,6,45,32,0.27,3.86,,3,3,0,754,3,92,,, +michajo02,1932,1,BOS,AL,1,6,28,8,2,0,0,242,101,46,4,27,16,0.3,5.13,,1,3,0,370,11,59,,, +mitchcl01,1932,1,NY1,NL,1,3,8,3,1,0,2,91,41,14,1,11,7,0.32,4.15,,0,1,0,141,3,21,,, +mooneji01,1932,1,NY1,NL,6,10,29,18,4,1,0,374,154,70,18,42,37,0.29,5.05,,0,0,0,565,4,79,,, +moonle01,1932,1,CLE,AL,0,0,1,0,0,0,0,17,11,7,0,7,1,0.37,11.12,,0,0,0,36,1,8,,, +moorecy01,1932,1,BRO,NL,0,3,20,2,0,0,0,146,56,26,3,17,21,0.29,4.81,,2,1,0,215,7,32,,, +mooreji01,1932,1,CHA,AL,0,0,1,0,0,0,0,3,1,0,0,1,2,0.25,0,,0,0,0,5,1,0,,, +moorewi01,1932,1,BOS,AL,4,10,37,2,0,0,4,253,98,49,5,42,28,0.28,5.23,,3,1,0,399,22,59,,, +moorewi01,1932,2,NYA,AL,2,0,10,1,0,0,4,75,27,7,1,6,8,0.27,2.52,,0,0,0,107,6,8,,, +mungova01,1932,1,BRO,NL,13,11,39,33,11,1,2,670,224,110,9,115,107,0.26,4.43,,5,6,0,989,2,122,,, +murphjo04,1932,1,NYA,AL,0,0,2,0,0,0,0,10,7,6,0,3,2,0.43,16.2,,0,0,0,19,2,6,,, +newsobo01,1932,1,CHN,NL,0,0,1,0,0,0,0,3,1,0,0,0,0,0.33,0,,0,0,0,3,1,0,,, +nichoch01,1932,1,PHI,NL,0,2,11,0,0,0,1,58,23,15,2,14,5,0.29,6.98,,0,0,0,93,4,16,,, +ogdenja01,1932,1,CIN,NL,2,2,24,3,1,0,0,171,72,33,5,22,20,0.31,5.21,,2,0,0,259,12,40,,, +parmero01,1932,1,NY1,NL,0,3,8,3,0,0,0,76,25,11,0,14,23,0.25,3.91,,2,2,1,119,4,18,,, +pearsmo01,1932,1,CLE,AL,0,0,8,0,0,0,0,24,10,9,1,11,5,0.32,10.13,,1,0,0,43,5,9,,, +pennohe01,1932,1,NYA,AL,9,5,22,21,9,1,0,440,191,75,8,38,54,0.31,4.6,,4,0,0,664,1,94,,, +phelpra01,1932,1,BRO,NL,4,5,20,8,4,1,0,238,101,52,5,27,21,0.32,5.9,,1,3,0,353,5,58,,, +pipgred01,1932,1,BRO,NL,0,1,5,1,0,0,0,30,16,6,2,6,5,0.34,5.4,,0,0,0,52,2,11,,, +pipgrge01,1932,1,NYA,AL,16,9,32,27,14,2,0,657,235,102,15,87,111,0.26,4.19,,6,6,0,981,5,120,,, +pollilo01,1932,1,SLA,AL,0,0,5,0,0,0,0,20,13,4,0,3,5,0.4,5.4,,1,0,0,35,5,8,,, +poserbo01,1932,1,CHA,AL,0,0,1,0,0,0,0,2,3,2,0,2,1,0.6,27,,0,0,0,7,1,2,,, +pruethu01,1932,1,BSN,NL,1,5,18,7,4,0,0,189,76,36,3,30,27,0.3,5.14,,0,6,0,293,5,42,,, +quinnja01,1932,1,BRO,NL,3,7,42,0,0,0,8,262,102,32,1,24,28,0.29,3.3,,7,1,0,378,31,36,,, +raglafr01,1932,1,WS1,AL,1,0,12,1,0,0,0,113,54,31,5,21,11,0.34,7.41,,0,3,0,183,3,33,,, +rhemfl01,1932,1,SLN,NL,4,2,6,6,5,1,0,150,48,17,3,10,18,0.25,3.06,,2,0,0,198,0,19,,, +rhemfl01,1932,2,PHI,NL,11,7,26,20,10,0,1,506,177,70,13,49,35,0.26,3.74,,2,0,0,718,2,79,,, +rhodego01,1932,1,NYA,AL,1,2,10,2,1,0,0,72,25,21,0,21,15,0.27,7.88,,2,0,0,117,3,22,,, +rhodego01,1932,2,BOS,AL,1,8,12,11,4,0,0,238,79,45,5,31,22,0.26,5.11,,1,0,0,341,1,46,,, +rixeyep01,1932,1,CIN,NL,5,5,25,11,6,2,0,335,108,33,3,16,14,0.25,2.66,,3,4,1,458,9,50,,, +rommeed01,1932,1,PHA,AL,1,2,17,0,0,0,2,196,84,40,6,18,16,0.31,5.51,,3,0,0,292,15,43,,, +rootch01,1932,1,CHN,NL,15,10,39,23,11,0,3,649,211,86,10,55,96,0.25,3.58,,4,5,0,908,9,99,,, +ruffire01,1932,1,NYA,AL,18,7,35,29,22,3,2,777,219,89,16,115,190,0.22,3.09,,5,3,0,1098,6,102,,, +russeja01,1932,1,BOS,AL,1,7,11,6,1,0,0,119,61,30,2,15,7,0.34,6.81,,2,0,0,194,1,35,,, +russeja01,1932,2,CLE,AL,5,7,18,11,6,0,1,339,146,59,5,27,27,0.31,4.7,,2,1,0,505,4,67,,, +schumha02,1932,1,NY1,NL,5,6,27,13,2,1,0,304,119,40,3,39,38,0.28,3.55,,3,2,0,458,6,60,,, +seiboso01,1932,1,BSN,NL,3,10,28,20,6,1,0,410,173,71,12,41,33,0.3,4.68,,4,2,0,613,4,91,,, +sewelri01,1932,1,DET,AL,0,0,5,0,0,0,0,32,19,15,2,8,2,0.38,12.66,,0,0,0,59,3,15,,, +shautjo01,1932,1,BRO,NL,7,7,34,9,1,0,4,351,147,59,8,21,32,0.3,4.54,,1,2,0,517,15,67,,, +sherdbi01,1932,1,BSN,NL,0,0,1,0,0,0,0,5,3,0,0,1,0,0.37,0,,0,0,0,9,1,3,,, +sherdbi01,1932,2,SLN,NL,0,0,3,0,0,0,0,17,7,3,0,1,1,0.3,4.76,,0,0,0,25,1,3,,, +smithar01,1932,1,CHA,AL,0,1,3,2,0,0,0,21,17,9,1,4,1,0.5,11.57,,0,0,0,39,0,13,,, +smithbo02,1932,1,CHN,NL,4,3,34,11,4,1,2,357,148,61,4,36,35,0.3,4.61,,1,3,1,538,12,64,,, +smithha07,1932,1,PIT,NL,1,0,2,1,1,1,0,36,9,1,0,2,4,0.2,0.75,,0,0,0,46,0,1,,, +sorrevi01,1932,1,DET,AL,14,14,32,31,13,1,0,703,234,105,11,77,84,0.25,4.03,,2,3,0,999,1,124,,, +spencgl01,1932,1,PIT,NL,4,8,39,13,5,1,1,413,167,76,10,44,35,0.28,4.97,,5,3,1,635,10,104,,, +starrra01,1932,1,SLN,NL,1,1,3,2,1,1,0,60,19,6,2,10,6,0.28,2.7,,0,1,0,79,1,7,,, +steinir01,1932,1,PHA,AL,0,0,1,0,0,0,0,9,7,4,2,1,0,0.5,12,,0,0,0,16,1,4,,, +stewale01,1932,1,SLA,AL,15,19,41,32,18,2,1,779,269,133,22,99,86,0.27,4.61,,2,3,2,1117,6,148,,, +stoutal01,1932,1,SLN,NL,4,5,36,3,1,0,1,221,87,36,5,28,32,0.3,4.4,,6,4,0,329,20,40,,, +swetost01,1932,1,PIT,NL,11,6,24,19,11,4,0,488,134,51,11,55,39,0.22,2.82,,3,0,0,668,4,57,,, +swiftbi01,1932,1,PIT,NL,14,10,39,23,11,0,4,643,205,86,15,26,64,0.24,3.61,,1,2,0,865,14,97,,, +teachbu01,1932,1,SLN,NL,0,0,1,0,0,0,0,3,2,0,0,0,0,0.4,0,,0,0,0,5,1,1,,, +terwidi01,1932,1,SLN,NL,0,0,1,0,0,0,0,9,1,0,0,2,2,0.14,0,,0,1,0,12,1,0,,, +thomabu01,1932,1,WS1,AL,0,0,2,0,0,0,0,9,1,0,0,2,1,0.1,0,,0,0,0,12,1,0,,, +thomafa01,1932,1,BRO,NL,0,1,7,2,0,0,0,51,22,14,0,8,9,0.3,7.41,,1,0,0,80,1,15,,, +thomato02,1932,1,CHA,AL,3,3,12,3,1,0,0,131,55,30,6,15,11,0.3,6.18,,1,1,0,198,5,33,,, +thomato02,1932,2,WS1,AL,8,7,18,14,7,1,0,351,114,46,5,46,36,0.25,3.54,,1,0,0,501,2,48,,, +thurssl01,1932,1,BRO,NL,12,8,28,20,10,2,0,459,174,69,14,38,35,0.28,4.06,,0,1,0,652,5,81,,, +tinnibu01,1932,1,CHN,NL,5,3,24,7,2,0,0,280,93,29,3,24,30,0.26,2.8,,0,2,0,387,11,34,,, +uhlege01,1932,1,DET,AL,6,6,33,15,6,1,5,440,152,73,15,42,51,0.26,4.48,,1,4,0,631,16,84,,, +vanceda01,1932,1,BRO,NL,12,11,27,24,9,1,1,527,171,82,10,57,103,0.25,4.2,,2,1,0,742,2,90,,, +walberu01,1932,1,PHA,AL,17,10,41,34,19,3,1,816,305,143,16,103,96,0.28,4.73,,5,0,0,1203,4,159,,, +walkebi01,1932,1,NY1,NL,8,12,31,22,9,0,2,489,177,75,23,55,74,0.27,4.14,,2,3,1,712,7,95,,, +walshed02,1932,1,CHA,AL,0,2,4,4,1,0,0,61,26,19,3,13,7,0.29,8.41,,1,0,0,100,0,22,,, +warnelo01,1932,1,CHN,NL,22,6,35,32,25,4,0,831,247,73,12,64,106,0.23,2.37,,5,2,0,1117,1,84,,, +weavemo01,1932,1,WS1,AL,22,10,43,30,13,1,2,702,236,106,9,112,83,0.26,4.08,,4,0,1,1027,9,126,,, +weilabo01,1932,1,BOS,AL,6,16,43,27,7,0,1,587,231,98,11,97,63,0.29,4.51,,1,6,1,900,7,125,,, +welchjo01,1932,1,BOS,AL,4,6,20,8,3,1,0,217,93,42,3,38,26,0.31,5.23,,2,3,0,343,10,46,,, +wellsed01,1932,1,NYA,AL,3,3,22,0,0,0,2,95,38,15,1,12,13,0.3,4.26,,0,0,0,144,3,19,,, +whiteea01,1932,1,DET,AL,16,12,33,31,17,3,0,732,255,123,17,93,81,0.26,4.54,,3,5,0,1064,2,136,,, +winegra01,1932,1,CLE,AL,1,0,5,1,1,0,0,52,7,2,0,13,5,0.12,1.04,,1,0,0,70,4,4,,, +winfoji01,1932,1,SLN,NL,1,1,4,1,0,0,0,25,9,6,0,5,4,0.27,6.48,,0,0,0,38,3,7,,, +wisear01,1932,1,CHA,AL,0,0,2,0,0,0,0,22,8,4,1,5,2,0.25,4.91,,0,1,0,37,2,5,,, +wyattwh01,1932,1,DET,AL,9,13,43,22,10,0,1,617,228,115,12,102,82,0.28,5.03,,6,3,0,925,10,136,,, +wysonbi01,1932,1,CIN,NL,1,0,7,0,0,0,0,37,13,5,0,8,5,0.27,3.65,,0,0,0,58,6,7,,, +yerkeca01,1932,1,CHN,NL,0,0,2,0,0,0,0,27,5,3,2,3,4,0.16,3,,0,0,0,33,1,3,,, +zachato01,1932,1,BSN,NL,12,11,32,24,12,1,0,636,231,73,5,55,67,0.28,3.1,,3,2,0,901,5,83,,, +allenjo02,1933,1,NYA,AL,15,7,25,24,10,1,1,554,171,90,9,87,119,0.24,4.39,,10,4,0,804,1,96,,, +andreiv01,1933,1,BOS,AL,7,13,34,17,5,0,1,420,157,77,8,61,37,0.27,4.95,,0,1,0,639,9,96,,, +applepe01,1933,1,NYA,AL,0,0,1,0,0,0,0,6,3,0,0,1,0,0.37,0,,0,0,0,9,1,0,,, +aukerel01,1933,1,DET,AL,3,3,15,6,2,1,0,165,63,32,3,25,17,0.28,5.24,,0,2,0,251,7,34,,, +barredi01,1933,1,PHA,AL,4,4,15,7,3,0,0,211,74,45,2,49,26,0.27,5.76,,6,1,0,329,4,51,,, +beanbe01,1933,1,CLE,AL,1,2,27,2,0,0,0,211,80,41,6,20,41,0.3,5.25,,2,1,1,293,14,43,,, +beckbo01,1933,1,BRO,NL,12,20,43,35,15,3,1,771,270,101,9,69,89,0.26,3.54,,2,11,1,1114,7,128,,, +bellhi01,1933,1,NY1,NL,6,5,38,7,1,1,5,316,100,24,4,20,24,0.24,2.05,,0,2,1,433,21,31,,, +bengera01,1933,1,BRO,NL,10,17,37,30,16,2,1,686,238,87,11,55,74,0.26,3.42,,1,6,0,968,5,104,,, +bentola01,1933,1,CIN,NL,10,11,34,19,7,2,2,458,160,63,5,36,33,0.27,3.71,,5,3,0,645,10,70,,, +berlyja01,1933,1,PHI,NL,2,3,13,6,1,1,0,150,62,28,5,22,4,0.3,5.04,,2,2,0,231,4,30,,, +bettshu01,1933,1,BSN,NL,11,11,35,26,17,2,4,726,225,75,9,55,40,0.24,2.79,,1,0,0,986,7,79,,, +birkora01,1933,1,PIT,NL,4,2,9,8,3,1,0,152,43,13,1,17,20,0.22,2.31,,2,1,0,207,1,22,,, +blaehge01,1933,1,SLA,AL,15,19,38,36,14,3,0,767,283,134,24,69,63,0.28,4.72,,3,0,0,1091,2,146,,, +branded01,1933,1,BSN,NL,18,14,41,32,23,4,4,863,256,83,10,77,104,0.24,2.6,,2,3,1,1162,9,85,,, +braxtga01,1933,1,SLA,AL,0,1,5,1,0,0,0,25,11,9,0,8,5,0.28,9.72,,0,1,0,48,1,10,,, +brenndo01,1933,1,NYA,AL,5,1,18,10,3,0,3,255,92,47,4,47,46,0.27,4.98,,1,0,2,391,6,56,,, +bridgto01,1933,1,DET,AL,14,12,33,28,17,2,2,699,192,80,8,110,120,0.22,3.09,,2,6,1,984,4,102,,, +brownbo02,1933,1,BSN,NL,0,0,5,0,0,0,0,20,6,2,0,3,3,0.25,2.7,,1,0,2,28,3,4,,, +browncl01,1933,1,CLE,AL,11,12,33,23,10,2,1,555,202,70,10,34,47,0.27,3.41,,0,2,0,784,9,83,,, +brownju01,1933,1,NYA,AL,7,5,21,8,1,0,0,222,78,43,3,52,55,0.26,5.23,,2,0,0,349,8,48,,, +brownll01,1933,1,SLA,AL,1,6,8,6,0,0,0,117,57,31,1,17,7,0.35,7.15,,2,0,0,187,2,35,,, +brownll01,1933,2,BOS,AL,8,11,33,21,9,2,1,490,180,73,4,64,37,0.28,4.02,,8,0,0,722,3,93,,, +burkebo01,1933,1,WS1,AL,4,3,25,6,4,1,0,192,64,23,1,31,28,0.25,3.23,,0,2,0,287,6,29,,, +bushgu01,1933,1,CHN,NL,20,12,41,32,20,4,2,777,261,79,9,68,84,0.25,2.75,,6,1,0,1101,8,98,,, +butlech01,1933,1,PHI,NL,0,0,1,0,0,0,0,3,1,1,0,2,0,0.25,9,,0,0,0,6,1,1,,, +cainsu01,1933,1,PHA,AL,13,12,38,32,16,1,1,654,244,103,18,137,43,0.28,4.25,,4,3,0,1030,2,132,,, +campbjo01,1933,1,WS1,AL,0,0,1,0,0,0,0,3,1,0,0,1,0,0.2,0,,0,0,0,6,1,1,,, +cantwbe01,1933,1,BSN,NL,20,10,40,29,18,2,2,764,242,74,12,54,57,0.24,2.62,,4,3,0,1046,9,89,,, +carlete01,1933,1,SLN,NL,17,11,44,33,15,4,3,831,263,104,15,97,147,0.24,3.38,,3,4,0,1168,9,117,,, +carroow01,1933,1,BRO,NL,13,15,33,31,11,0,0,679,248,95,9,54,45,0.28,3.78,,10,7,0,966,0,117,,, +chagnle01,1933,1,PIT,NL,6,4,39,5,1,0,1,300,100,41,2,17,35,0.25,3.69,,4,3,0,416,20,48,,, +chapmed01,1933,1,WS1,AL,0,0,6,1,0,0,0,27,10,8,2,2,4,0.27,8,,0,0,0,39,5,9,,, +clarkwa02,1933,1,BRO,NL,2,4,11,8,4,1,1,152,61,27,2,6,14,0.3,4.8,,0,3,0,215,1,29,,, +clarkwa02,1933,2,NY1,NL,3,4,16,5,0,0,0,132,58,23,3,11,11,0.31,4.7,,0,1,0,199,5,25,,, +clasego01,1933,1,PHA,AL,2,0,8,1,0,0,0,34,23,12,1,11,1,0.42,9.53,,0,0,0,67,3,15,,, +coffmdi01,1933,1,SLA,AL,3,7,21,13,3,1,1,243,114,53,9,39,19,0.32,5.89,,0,2,0,393,5,57,,, +colliph01,1933,1,PHI,NL,8,13,42,13,5,1,6,453,178,69,9,57,40,0.29,4.11,,2,6,0,679,19,79,,, +connasa01,1933,1,CLE,AL,5,3,41,3,1,0,1,309,112,56,4,49,30,0.27,4.89,,1,3,0,468,20,60,,, +coombbo01,1933,1,PHA,AL,0,1,21,0,0,0,2,94,47,26,4,20,8,0.34,7.47,,1,0,0,159,11,30,,, +craghho01,1933,1,CLE,AL,0,0,11,0,0,0,0,52,19,12,1,10,2,0.29,6.23,,0,1,0,79,8,13,,, +crowdal01,1933,1,WS1,AL,24,15,52,35,17,0,4,898,311,132,14,81,110,0.26,3.97,,2,3,0,1268,10,140,,, +deandi01,1933,1,SLN,NL,20,18,48,34,26,3,4,879,279,99,11,64,199,0.25,3.04,,2,5,0,1202,11,113,,, +derripa01,1933,1,SLN,NL,0,2,3,2,1,0,0,51,24,8,0,9,3,0.35,4.24,,1,1,0,84,1,11,,, +derripa01,1933,2,CIN,NL,7,25,33,31,16,2,1,693,240,83,4,51,86,0.27,3.23,,6,5,0,961,2,106,,, +devench01,1933,1,NYA,AL,3,3,14,8,2,0,0,186,59,30,1,50,23,0.25,4.35,,4,0,0,291,6,39,,, +dietrbi01,1933,1,PHA,AL,0,1,8,1,0,0,0,51,13,11,1,19,4,0.23,5.82,,1,0,0,77,3,11,,, +dudlecl01,1933,1,PIT,NL,0,0,1,0,0,0,0,1,6,5,0,1,0,0.85,135,,0,0,0,8,0,5,,, +durhaed01,1933,1,CHA,AL,10,6,24,21,6,0,0,416,137,69,12,46,65,0.25,4.48,,2,5,1,596,1,74,,, +earnsge01,1933,1,PHA,AL,5,10,21,18,4,0,0,353,153,78,8,58,37,0.31,5.97,,3,1,0,559,2,93,,, +ellioju01,1933,1,PHI,NL,6,10,35,21,6,0,2,485,188,69,8,49,43,0.29,3.84,,5,3,1,705,10,89,,, +faberre01,1933,1,CHA,AL,3,4,36,2,0,0,5,259,92,33,2,28,18,0.27,3.44,,3,1,0,376,24,41,,, +falleed01,1933,1,BSN,NL,2,1,9,4,1,1,0,105,43,14,1,13,5,0.3,3.6,,0,1,0,157,2,23,,, +ferrewe01,1933,1,CLE,AL,11,12,28,26,16,1,0,603,225,94,8,70,41,0.28,4.21,,1,2,0,886,2,108,,, +fischca01,1933,1,DET,AL,11,15,35,22,9,0,3,548,176,72,5,84,93,0.25,3.55,,4,3,0,800,6,88,,, +fitzsfr01,1933,1,NY1,NL,16,11,36,35,13,1,0,755,243,81,14,72,65,0.25,2.9,,2,2,0,1055,1,106,,, +frankfr02,1933,1,BSN,NL,16,15,43,30,14,2,2,734,249,86,12,77,83,0.26,3.16,,2,3,0,1036,11,97,,, +frasivi01,1933,1,CHA,AL,1,1,10,1,0,0,0,61,32,20,2,11,4,0.36,8.85,,0,0,0,101,5,22,,, +frasivi01,1933,2,DET,AL,5,5,20,14,4,0,0,313,129,77,9,59,26,0.31,6.64,,3,1,2,486,2,85,,, +freitto01,1933,1,PHA,AL,2,4,19,9,2,0,1,193,90,52,8,24,15,0.33,7.27,,2,2,1,297,8,56,,, +frencla01,1933,1,PIT,NL,18,13,47,35,21,5,1,874,290,88,9,55,88,0.25,2.72,,1,5,0,1209,10,106,,, +freybe01,1933,1,CIN,NL,6,4,37,9,1,1,0,396,144,56,4,21,12,0.28,3.82,,3,0,0,548,21,67,,, +fullecu01,1933,1,BOS,AL,0,2,6,2,2,0,0,76,36,24,1,13,10,0.36,8.53,,0,1,0,116,3,24,,, +gastomi01,1933,1,CHA,AL,8,12,30,25,7,1,0,501,177,90,9,60,39,0.27,4.85,,3,1,0,723,2,106,,, +gomezle01,1933,1,NYA,AL,16,10,35,30,14,4,2,704,218,83,16,106,163,0.24,3.18,,6,0,0,1027,3,108,,, +grabore01,1933,1,PHI,NL,1,3,10,5,4,1,0,144,38,13,4,10,9,0.22,2.44,,0,1,0,187,2,13,,, +graydo02,1933,1,SLA,AL,7,4,38,6,0,0,4,336,131,51,7,45,36,0.3,4.1,,3,1,0,490,21,55,,, +gregopa01,1933,1,CHA,AL,4,11,23,17,5,0,0,311,124,57,10,47,18,0.29,4.95,,4,1,0,476,4,75,,, +grimebu01,1933,1,CHN,NL,3,6,17,7,3,1,3,209,71,27,2,29,12,0.27,3.49,,3,1,0,296,6,29,,, +grimebu01,1933,2,SLN,NL,0,1,4,3,0,0,1,41,15,8,1,8,4,0.26,5.27,,1,1,0,67,1,13,,, +grovele01,1933,1,PHA,AL,24,8,45,28,21,2,6,826,280,98,12,83,114,0.26,3.2,,1,4,0,1173,16,113,,, +hadlebu01,1933,1,SLA,AL,15,20,45,36,19,2,3,950,309,138,17,141,149,0.25,3.92,,8,3,0,1365,8,152,,, +haidha01,1933,1,CHA,AL,0,0,6,0,0,0,0,44,18,13,2,13,7,0.31,7.98,,0,2,0,76,3,15,,, +haineje01,1933,1,SLN,NL,9,6,32,10,5,0,1,346,113,32,3,37,37,0.25,2.5,,3,1,0,498,14,46,,, +hallabi01,1933,1,SLN,NL,16,13,36,32,16,2,0,733,245,95,6,98,93,0.26,3.5,,8,0,1,1061,1,114,,, +hamlilu01,1933,1,DET,AL,1,0,3,3,0,0,0,50,20,9,3,10,10,0.29,4.86,,0,0,0,80,0,11,,, +hansesn01,1933,1,PHI,NL,6,14,32,22,8,0,1,505,199,83,12,30,47,0.29,4.44,,6,4,0,727,4,103,,, +hardeme01,1933,1,CLE,AL,15,17,43,31,14,2,4,759,254,83,10,67,81,0.25,2.95,,2,3,0,1073,10,113,,, +harribi01,1933,1,PIT,NL,4,4,31,0,0,0,5,176,68,21,1,14,19,0.28,3.22,,1,1,0,257,19,28,,, +heberwa01,1933,1,SLA,AL,4,6,33,10,3,0,0,265,114,52,4,35,19,0.3,5.3,,0,1,0,409,13,58,,, +heimafr01,1933,1,BRO,NL,0,1,10,3,0,0,0,89,49,33,2,11,7,0.37,10.01,,0,2,0,148,3,33,,, +henshro01,1933,1,CHN,NL,2,1,21,0,0,0,0,116,32,18,0,20,16,0.23,4.19,,2,2,0,163,10,22,,, +herriar01,1933,1,DET,AL,1,2,24,3,1,0,0,183,61,26,6,20,20,0.26,3.84,,0,1,0,258,10,34,,, +herrmle01,1933,1,CHN,NL,0,1,9,1,0,0,1,63,26,13,3,8,4,0.29,5.57,,3,4,0,103,5,19,,, +hevinjo02,1933,1,CHA,AL,7,5,40,6,3,1,6,354,113,35,6,27,47,0.24,2.67,,1,2,0,491,20,50,,, +hildeor01,1933,1,CLE,AL,16,11,36,31,15,6,0,661,205,92,8,88,90,0.24,3.76,,5,1,0,936,2,110,,, +hogsech01,1933,1,DET,AL,6,10,45,2,0,0,9,348,137,58,7,56,39,0.29,4.5,,0,4,0,532,34,78,,, +holleed01,1933,1,PHI,NL,13,15,30,28,12,3,0,620,219,81,18,62,56,0.27,3.53,,3,13,0,896,0,93,,, +hoytwa01,1933,1,PIT,NL,5,7,36,8,4,1,4,351,118,38,3,19,44,0.26,2.92,,1,1,1,478,14,45,,, +hubbeca01,1933,1,NY1,NL,23,12,45,33,22,10,5,926,256,57,6,47,156,0.22,1.66,,3,3,0,1206,11,69,,, +hudliwi01,1933,1,CLE,AL,5,13,34,17,6,0,1,442,161,65,7,61,44,0.27,3.97,,1,3,2,660,9,85,,, +hutchir01,1933,1,CHA,AL,0,0,1,1,0,0,0,12,7,6,1,3,2,0.36,13.5,,1,0,0,22,0,6,,, +jacksjo02,1933,1,PHI,NL,2,2,10,7,1,0,0,162,74,36,3,35,11,0.32,6,,1,5,2,267,1,42,,, +johnsha01,1933,1,BOS,AL,8,6,25,21,7,0,1,466,156,70,13,74,65,0.26,4.06,,6,3,0,685,1,84,,, +johnssi01,1933,1,CIN,NL,7,18,34,28,14,4,1,634,212,82,7,54,51,0.26,3.49,,2,3,1,888,2,101,,, +johnssy01,1933,1,SLN,NL,3,3,35,1,0,0,3,252,89,40,7,16,28,0.27,4.29,,2,3,0,354,24,45,,, +jonessa01,1933,1,CHA,AL,10,12,27,25,11,2,0,530,181,66,13,65,60,0.26,3.36,,5,4,0,760,1,80,,, +kimsech01,1933,1,CHA,AL,4,1,28,2,0,0,0,288,124,59,7,36,19,0.31,5.53,,0,4,0,440,12,67,,, +klinebo01,1933,1,BOS,AL,7,8,46,8,1,0,4,381,127,64,5,67,16,0.26,4.54,,2,6,0,565,21,70,,, +knottja01,1933,1,SLA,AL,1,8,20,9,0,0,0,248,88,46,11,33,19,0.26,5.01,,1,2,1,369,9,51,,, +kolpra01,1933,1,CIN,NL,6,9,30,14,4,0,3,451,168,59,7,23,28,0.29,3.53,,2,1,0,614,11,73,,, +kremera01,1933,1,PIT,NL,1,0,7,0,0,0,0,60,36,23,2,9,4,0.38,10.35,,0,0,0,104,0,26,,, +lawsoro01,1933,1,DET,AL,0,1,4,2,0,0,0,48,17,13,2,17,6,0.27,7.31,,0,0,0,80,1,16,,, +leeth01,1933,1,CLE,AL,1,1,3,2,2,0,0,52,13,8,1,11,7,0.2,4.15,,0,0,0,75,0,9,,, +leonadu02,1933,1,BRO,NL,2,3,10,3,2,0,0,120,42,13,0,10,6,0.26,2.93,,2,0,0,173,5,17,,, +lindsji01,1933,1,SLN,NL,0,0,1,0,0,0,0,6,2,1,0,1,1,0.28,4.5,,0,0,0,8,1,1,,, +linkeed01,1933,1,WS1,AL,1,0,3,2,0,0,0,48,15,9,0,11,6,0.25,5.06,,1,0,0,72,0,10,,, +liskaad01,1933,1,PHI,NL,3,1,45,1,0,0,1,227,96,38,5,26,23,0.31,4.52,,1,0,0,344,25,46,,, +lucasra01,1933,1,BRO,NL,0,0,2,0,0,0,0,15,6,4,0,4,0,0.31,7.2,,1,1,0,25,2,4,,, +lucasre01,1933,1,CIN,NL,10,16,29,29,21,3,0,659,248,83,13,18,40,0.28,3.4,,1,2,1,902,0,106,,, +luquedo01,1933,1,NY1,NL,8,2,35,0,0,0,4,241,75,24,4,19,23,0.25,2.69,,0,0,0,327,22,27,,, +lyonste01,1933,1,CHA,AL,10,21,36,27,14,2,1,684,260,111,10,74,74,0.28,4.38,,10,0,0,1016,9,142,,, +macfada01,1933,1,NYA,AL,3,2,25,6,2,0,0,271,120,59,8,37,28,0.31,5.88,,1,2,0,422,7,62,,, +mahafro01,1933,1,PHA,AL,13,10,33,23,9,0,0,538,198,103,5,74,66,0.27,5.17,,2,4,0,813,4,114,,, +malonpa02,1933,1,CHN,NL,10,14,31,26,13,2,0,559,186,81,10,59,72,0.25,3.91,,3,5,0,797,3,91,,, +mangule01,1933,1,BSN,NL,4,3,25,5,2,1,0,252,93,31,2,11,28,0.28,3.32,,0,0,0,352,10,33,,, +marbefi01,1933,1,DET,AL,16,11,37,32,15,1,2,715,232,87,13,61,84,0.25,3.29,,1,1,1,990,5,98,,, +marcujo01,1933,1,PHA,AL,3,2,5,5,4,2,0,111,28,8,0,20,14,0.2,1.95,,1,0,1,161,0,12,,, +mcafebi01,1933,1,WS1,AL,3,2,27,1,0,0,5,159,64,39,3,21,14,0.29,6.62,,2,1,0,245,15,40,,, +mccolal01,1933,1,WS1,AL,1,0,4,1,1,0,0,51,13,5,0,7,5,0.21,2.65,,0,0,0,69,0,5,,, +mcdonha01,1933,1,PHA,AL,1,1,4,1,0,0,0,37,14,7,0,4,1,0.26,5.11,,2,0,0,58,0,12,,, +mcdonha01,1933,2,SLA,AL,0,4,25,5,0,0,0,175,83,56,6,34,22,0.33,8.64,,7,3,0,294,12,59,,, +mckeiti01,1933,1,PHA,AL,1,0,3,1,0,0,0,27,10,4,0,4,3,0.27,4,,0,0,0,41,2,4,,, +mclauju01,1933,1,BOS,AL,0,0,6,0,0,0,0,26,14,6,1,5,1,0.35,6.23,,0,0,0,44,3,7,,, +meinehe01,1933,1,PIT,NL,15,8,32,29,12,2,0,622,227,84,10,50,50,0.27,3.65,,2,2,1,888,2,99,,, +meolami01,1933,1,BOS,AL,0,0,3,0,0,0,0,7,5,6,0,2,1,0.41,23.14,,0,0,0,14,3,6,,, +milleja02,1933,1,CHA,AL,5,6,26,14,4,2,0,317,130,66,3,47,30,0.29,5.62,,0,6,0,498,5,75,,, +mooneji01,1933,1,SLN,NL,2,5,21,8,2,0,1,232,87,32,1,26,14,0.29,3.72,,1,0,0,329,6,36,,, +moorecy01,1933,1,PHI,NL,8,9,36,18,9,3,1,484,177,67,7,42,53,0.27,3.74,,4,3,1,690,12,74,,, +moorewi01,1933,1,NYA,AL,5,6,35,0,0,0,8,186,92,38,1,20,17,0.33,5.52,,1,0,0,298,26,53,,, +mungova01,1933,1,BRO,NL,16,15,41,28,18,3,0,744,223,75,7,84,110,0.23,2.72,,7,0,0,1047,8,89,,, +murrage01,1933,1,CHA,AL,0,0,2,0,0,0,0,7,3,2,0,2,0,0.37,7.71,,0,0,0,11,1,2,,, +nekolbo01,1933,1,DET,AL,0,0,2,0,0,0,0,4,4,4,1,1,0,0.5,27,,0,0,0,9,1,4,,, +nelsoly01,1933,1,CHN,NL,5,5,24,3,3,0,1,227,65,27,2,30,20,0.23,3.21,,4,0,0,323,15,34,,, +parmero01,1933,1,NY1,NL,13,8,32,32,14,3,0,655,191,77,9,77,132,0.23,3.17,,14,14,0,924,0,94,,, +pearcfr02,1933,1,PHI,NL,5,4,20,7,3,1,0,246,78,33,5,29,18,0.25,3.62,,0,0,0,349,7,41,,, +pearsmo01,1933,1,CLE,AL,10,5,19,16,10,0,0,406,111,35,5,55,54,0.22,2.33,,2,0,0,561,3,45,,, +pennohe01,1933,1,NYA,AL,7,4,23,5,2,1,4,195,96,40,4,21,22,0.34,5.54,,4,0,0,306,10,46,,, +peterji01,1933,1,PHA,AL,2,5,32,5,0,0,0,272,114,50,6,36,18,0.3,4.96,,4,0,0,422,12,65,,, +pickrcl01,1933,1,PHI,NL,1,0,9,0,0,0,0,41,20,6,0,3,6,0.35,3.95,,0,1,0,61,4,7,,, +pipgrge01,1933,1,NYA,AL,2,2,4,4,3,0,0,99,32,12,1,12,14,0.25,3.27,,0,0,0,143,0,13,,, +pipgrge01,1933,2,BOS,AL,9,8,22,17,9,2,1,385,140,58,5,45,56,0.27,4.07,,0,2,0,560,4,65,,, +primra01,1933,1,WS1,AL,0,1,2,1,0,0,0,43,13,5,0,2,6,0.23,3.14,,0,0,0,59,0,6,,, +quinnja01,1933,1,CIN,NL,0,1,14,0,0,0,1,47,20,7,0,5,3,0.32,4.02,,0,0,0,71,9,9,,, +raglafr01,1933,1,PHI,NL,0,4,11,5,0,0,0,115,51,29,1,10,4,0.31,6.81,,2,1,0,175,5,32,,, +rhemfl01,1933,1,PHI,NL,5,14,28,19,3,0,2,375,182,92,10,33,27,0.34,6.62,,4,2,0,582,5,109,,, +rhodego01,1933,1,BOS,AL,12,15,34,29,14,0,0,696,242,104,13,93,85,0.26,4.03,,1,1,0,1019,3,126,,, +richmbe01,1933,1,CHN,NL,0,0,4,0,0,0,0,14,10,1,0,2,2,0.45,1.93,,0,0,0,25,3,1,,, +rixeyep01,1933,1,CIN,NL,6,3,16,12,5,1,0,283,118,33,1,12,10,0.29,3.15,,1,0,0,417,3,48,,, +rootch01,1933,1,CHN,NL,15,10,35,30,20,2,0,727,232,70,14,61,86,0.25,2.6,,3,10,0,1008,4,85,,, +rowesc01,1933,1,DET,AL,7,4,19,15,8,1,0,370,129,49,7,31,75,0.26,3.58,,3,1,1,521,3,60,,, +royem01,1933,1,PHA,AL,0,1,1,1,0,0,0,7,4,7,0,4,3,0.36,27,,0,1,0,15,0,7,,, +ruffire01,1933,1,NYA,AL,9,14,35,28,18,0,3,705,230,102,7,93,122,0.25,3.91,,0,4,0,1006,7,118,,, +russeja01,1933,1,WS1,AL,12,6,50,3,2,0,13,372,119,37,3,32,28,0.25,2.69,,1,1,1,507,31,45,,, +ruthba01,1933,1,NYA,AL,1,0,1,1,1,0,0,27,12,5,0,3,0,0.3,5,,0,0,0,42,0,5,,, +ryanro01,1933,1,BRO,NL,1,1,30,0,0,0,2,184,69,31,3,16,22,0.27,4.55,,0,3,0,276,20,38,,, +salveja01,1933,1,NY1,NL,0,2,8,2,2,0,0,92,30,13,4,14,8,0.25,3.82,,1,0,1,134,4,17,,, +schumha02,1933,1,NY1,NL,19,12,35,33,21,7,1,776,199,62,9,84,96,0.21,2.16,,4,1,0,1028,1,71,,, +seiboso01,1933,1,BSN,NL,1,4,11,5,1,0,1,110,43,15,0,14,10,0.29,3.68,,0,0,0,164,5,18,,, +shautjo01,1933,1,BRO,NL,3,4,41,4,0,0,2,325,125,42,4,31,26,0.28,3.49,,6,1,1,477,21,63,,, +shorebi01,1933,1,NY1,NL,2,1,8,3,1,0,0,110,41,16,4,14,20,0.29,3.93,,2,0,0,159,3,18,,, +smithbo02,1933,1,CIN,NL,4,4,16,6,4,0,0,221,75,18,3,11,18,0.26,2.2,,1,0,0,303,7,27,,, +smithbo02,1933,2,BSN,NL,4,3,14,4,3,1,1,176,68,21,3,7,16,0.29,3.22,,0,0,0,243,9,24,,, +smithha07,1933,1,PIT,NL,8,7,28,19,8,2,1,435,149,46,5,31,40,0.26,2.86,,1,5,0,612,6,66,,, +sorrevi01,1933,1,DET,AL,11,15,36,28,13,1,1,698,233,98,18,78,75,0.26,3.79,,1,2,0,999,5,112,,, +spencgl01,1933,1,NY1,NL,0,2,17,3,1,0,0,142,52,27,3,26,14,0.28,5.13,,3,1,0,216,5,33,,, +starrra01,1933,1,NY1,NL,0,1,6,2,0,0,0,40,19,8,0,10,2,0.33,5.4,,0,1,0,69,3,11,,, +starrra01,1933,2,BSN,NL,0,1,9,1,0,0,0,84,32,12,4,9,15,0.29,3.86,,3,1,0,121,3,15,,, +stewale01,1933,1,WS1,AL,15,6,34,31,11,1,0,692,227,98,19,60,69,0.25,3.82,,0,1,0,957,0,116,,, +stilero01,1933,1,SLA,AL,3,7,31,9,6,1,1,345,154,64,4,47,29,0.32,5.01,,1,2,0,532,13,83,,, +stoutal01,1933,1,SLN,NL,0,0,1,0,0,0,0,6,1,0,0,1,1,0.16,0,,1,0,0,7,1,0,,, +stoutal01,1933,2,CIN,NL,2,3,23,5,2,0,0,214,85,30,3,26,29,0.29,3.79,,3,0,0,317,13,36,,, +swetost01,1933,1,PIT,NL,12,12,31,21,8,3,0,494,166,64,10,64,37,0.26,3.5,,4,2,0,711,6,78,,, +swiftbi01,1933,1,PIT,NL,14,10,37,29,13,2,0,655,214,76,11,36,64,0.25,3.13,,1,4,0,910,6,96,,, +thomabu01,1933,1,WS1,AL,0,0,2,0,0,0,0,12,11,7,1,2,1,0.55,15.75,,0,1,0,23,2,8,,, +thomato02,1933,1,WS1,AL,7,7,35,14,2,0,3,405,149,72,9,49,35,0.27,4.8,,3,2,0,607,13,87,,, +thurssl01,1933,1,BRO,NL,6,8,32,15,5,0,3,394,171,66,4,34,22,0.31,4.52,,5,6,0,591,14,70,,, +tietjle01,1933,1,CHA,AL,2,0,3,3,1,0,0,67,16,6,1,15,9,0.2,2.42,,0,0,0,95,0,8,,, +tinnibu01,1933,1,CHN,NL,13,6,32,21,10,3,1,526,169,62,3,60,59,0.25,3.18,,2,4,1,737,3,73,,, +uhlege01,1933,1,DET,AL,0,0,1,0,0,0,0,2,2,2,1,0,1,0.5,27,,0,0,0,4,1,2,,, +uhlege01,1933,2,NY1,NL,1,1,6,1,0,0,0,41,16,12,1,6,4,0.3,7.9,,1,0,0,61,3,12,,, +uhlege01,1933,3,NYA,AL,6,1,12,6,4,0,0,183,63,35,4,20,26,0.25,5.16,,1,3,0,268,4,42,,, +vanatru01,1933,1,NYA,AL,12,4,26,22,10,2,1,471,160,73,8,63,76,0.26,4.18,,3,1,0,687,3,81,,, +vanceda01,1933,1,SLN,NL,6,2,28,11,2,0,3,297,105,39,3,28,67,0.26,3.55,,3,1,0,427,8,42,,, +walberu01,1933,1,PHA,AL,9,13,40,20,10,1,4,603,224,109,12,95,68,0.27,4.88,,5,1,0,920,15,132,,, +walkebi01,1933,1,SLN,NL,9,10,29,20,6,2,0,474,168,60,8,67,41,0.27,3.42,,1,1,0,694,4,71,,, +warnelo01,1933,1,CHN,NL,18,13,36,34,26,4,1,862,262,64,8,75,133,0.24,2,,6,3,0,1175,1,83,,, +weavemo01,1933,1,WS1,AL,10,5,23,21,12,1,0,457,147,55,3,53,45,0.25,3.25,,0,1,1,630,1,57,,, +weilabo01,1933,1,BOS,AL,8,14,39,27,12,0,3,649,197,93,19,100,97,0.24,3.87,,1,5,1,933,9,107,,, +welchjo01,1933,1,BOS,AL,4,9,47,7,1,0,3,387,142,66,6,67,68,0.28,4.6,,1,2,0,586,30,81,,, +wellsed01,1933,1,SLA,AL,6,14,36,22,10,0,1,611,230,95,13,63,58,0.27,4.2,,1,1,0,907,12,113,,, +whiteea01,1933,1,WS1,AL,22,8,39,37,19,2,1,810,271,100,9,100,96,0.26,3.33,,6,4,0,1149,1,112,,, +winstha01,1933,1,PHA,AL,0,0,1,0,0,0,0,20,7,5,0,6,2,0.28,6.75,,1,0,0,32,1,5,,, +wyattwh01,1933,1,DET,AL,0,1,10,0,0,0,0,51,20,8,1,9,9,0.29,4.24,,1,2,1,81,6,9,,, +wyattwh01,1933,2,CHA,AL,3,4,26,7,2,0,1,263,91,45,7,45,31,0.26,4.62,,2,2,0,397,11,51,,, +yerkeca01,1933,1,CHN,NL,0,0,1,0,0,0,0,6,2,1,0,1,0,0.28,4.5,,0,0,0,9,1,1,,, +zachato01,1933,1,BSN,NL,7,9,26,20,6,2,2,375,134,49,1,35,22,0.27,3.53,,0,0,0,533,2,64,,, +allenjo02,1934,1,NYA,AL,5,2,13,10,4,0,0,215,62,23,3,32,54,0.22,2.89,,5,2,0,309,2,30,,, +andreiv01,1934,1,SLA,AL,4,11,43,13,2,0,3,417,166,72,7,65,51,0.3,4.66,,0,0,0,625,19,84,,, +armbror01,1934,1,WS1,AL,1,0,3,2,0,0,0,38,10,3,1,3,3,0.2,2.13,,0,0,0,51,1,3,,, +aukerel01,1934,1,DET,AL,15,7,43,18,10,2,1,615,234,78,9,56,86,0.28,3.42,,1,3,1,881,12,103,,, +babicjo01,1934,1,BRO,NL,7,11,25,19,7,0,1,405,148,63,5,51,62,0.28,4.2,,3,2,0,589,4,76,,, +barneju01,1934,1,CIN,NL,0,0,2,0,0,0,0,1,0,0,0,1,0,0,0,,0,0,0,2,2,0,,, +barredi01,1934,1,BSN,NL,1,3,15,3,0,0,0,97,50,24,2,12,14,0.36,6.68,,1,0,1,151,7,27,,, +beanbe01,1934,1,CLE,AL,5,1,21,1,0,0,0,154,53,22,2,21,20,0.26,3.86,,2,3,0,226,8,25,,, +beckbo01,1934,1,BRO,NL,2,6,22,9,2,0,0,171,72,47,6,32,24,0.3,7.42,,3,5,0,278,6,50,,, +bellhi01,1934,1,NY1,NL,4,3,22,2,0,0,6,162,72,22,2,12,9,0.31,3.67,,0,2,0,242,12,25,,, +bengera01,1934,1,BRO,NL,14,12,36,32,14,1,0,681,252,109,11,61,64,0.27,4.32,,1,3,0,996,2,124,,, +bensoal01,1934,1,WS1,AL,0,1,2,2,0,0,0,29,19,13,0,5,4,0.41,12.1,,1,2,0,53,0,14,,, +bentoal01,1934,1,PHA,AL,7,9,32,21,7,0,1,465,145,84,7,88,58,0.24,4.88,,2,2,1,682,5,98,,, +bentola01,1934,1,CIN,NL,0,1,16,1,0,0,2,87,53,21,1,7,5,0.39,6.52,,1,0,0,143,7,25,,, +bettshu01,1934,1,BSN,NL,17,10,40,27,10,2,3,639,258,96,17,42,69,0.29,4.06,,0,3,0,930,12,105,,, +birkora01,1934,1,PIT,NL,11,12,41,24,11,0,1,612,227,93,11,66,71,0.27,4.1,,2,5,0,898,13,106,,, +blaehge01,1934,1,SLA,AL,14,18,39,33,14,1,3,703,276,110,16,68,66,0.29,4.22,,0,0,0,1021,5,130,,, +blantcy01,1934,1,PIT,NL,0,1,1,1,0,0,0,24,5,3,1,4,5,0.16,3.38,,1,1,0,36,0,3,,, +bowmajo01,1934,1,NY1,NL,5,4,30,10,3,0,3,322,119,43,9,36,36,0.27,3.61,,1,2,0,469,15,52,,, +branded01,1934,1,BSN,NL,16,14,40,28,20,3,5,765,249,100,13,83,106,0.25,3.53,,4,4,0,1080,10,111,,, +brenndo01,1934,1,CIN,NL,4,3,28,7,2,0,2,234,89,33,3,35,31,0.29,3.81,,0,1,0,349,13,51,,, +bridgto01,1934,1,DET,AL,22,11,36,35,23,3,1,825,249,112,16,104,151,0.24,3.67,,3,3,0,1153,1,117,,, +broacjo01,1934,1,NYA,AL,12,9,26,24,13,1,0,532,203,82,9,65,74,0.28,4.16,,1,1,1,792,1,94,,, +brownbo02,1934,1,BSN,NL,1,3,16,8,2,1,0,175,59,37,2,36,21,0.26,5.71,,0,3,0,270,7,40,,, +browncl01,1934,1,CLE,AL,4,3,17,2,0,0,1,151,83,33,3,14,15,0.35,5.9,,2,0,0,249,6,42,,, +brownll01,1934,1,CLE,AL,5,10,38,15,5,0,6,351,116,50,7,51,39,0.26,3.85,,4,2,0,503,18,67,,, +burkebo01,1934,1,WS1,AL,8,8,37,15,7,1,0,504,155,60,2,72,52,0.24,3.21,,4,1,0,721,13,67,,, +bushgu01,1934,1,CHN,NL,18,10,40,27,15,1,2,628,213,89,15,54,75,0.26,3.83,,1,1,0,882,10,96,,, +cainsu01,1934,1,PHA,AL,9,17,36,32,15,0,0,692,235,113,15,128,66,0.26,4.41,,3,3,0,1035,2,128,,, +cantwbe01,1934,1,BSN,NL,5,11,27,19,6,1,5,430,163,69,8,34,45,0.28,4.33,,1,2,0,620,7,88,,, +carlete01,1934,1,SLN,NL,16,11,40,31,16,0,2,722,260,114,14,52,103,0.27,4.26,,6,7,1,1027,5,126,,, +carroow01,1934,1,BRO,NL,1,3,26,5,0,0,1,223,108,53,9,33,17,0.34,6.42,,8,1,0,353,13,64,,, +cascajo01,1934,1,PHA,AL,12,15,42,22,9,2,1,583,214,101,8,104,71,0.28,4.68,,3,3,0,870,13,111,,, +castege01,1934,1,PHA,AL,3,2,5,3,2,0,0,111,32,14,3,14,15,0.23,3.41,,1,3,1,155,2,16,,, +castlsl01,1934,1,NY1,NL,1,0,7,1,0,0,0,50,18,10,1,10,5,0.27,5.4,,2,0,0,77,4,11,,, +chagnle01,1934,1,PIT,NL,4,1,33,1,0,0,1,174,68,31,5,24,19,0.28,4.81,,2,1,0,271,14,32,,, +clarkwa02,1934,1,NY1,NL,1,2,5,4,1,0,0,56,23,14,5,5,6,0.29,6.75,,2,0,0,83,1,15,,, +clarkwa02,1934,2,BRO,NL,2,0,17,1,0,0,0,76,40,15,0,9,10,0.34,5.33,,1,1,0,127,7,19,,, +coffmdi01,1934,1,SLA,AL,9,10,40,21,6,1,3,519,212,87,11,59,55,0.3,4.53,,3,1,0,772,10,112,,, +cohensy01,1934,1,WS1,AL,1,1,3,2,2,0,0,54,25,15,2,6,6,0.33,7.5,,2,0,0,83,1,15,,, +colliph01,1934,1,PHI,NL,13,18,45,32,15,0,1,762,277,118,30,87,72,0.27,4.18,,2,3,1,1121,11,138,,, +connasa01,1934,1,CLE,AL,0,0,5,0,0,0,1,16,4,3,0,5,1,0.22,5.06,,0,0,0,23,3,3,,, +crowdal01,1934,1,WS1,AL,4,10,29,13,4,0,3,302,142,76,9,38,39,0.32,6.79,,4,0,0,483,8,88,,, +crowdal01,1934,2,DET,AL,5,1,9,9,3,1,0,200,81,31,3,20,30,0.29,4.19,,0,0,0,296,0,35,,, +darroge01,1934,1,PHI,NL,2,6,17,8,2,0,1,147,57,30,4,28,14,0.3,5.51,,3,4,0,226,5,37,,, +daviscu01,1934,1,PHI,NL,19,17,51,31,18,3,5,823,283,90,14,60,99,0.26,2.95,,1,7,0,1133,16,114,,, +deandi01,1934,1,SLN,NL,30,7,50,33,24,7,7,935,288,92,14,75,195,0.24,2.66,,2,6,0,1291,14,110,,, +deanpa01,1934,1,SLN,NL,19,11,39,26,16,5,2,700,225,89,19,52,150,0.24,3.43,,1,5,1,974,5,96,,, +derripa01,1934,1,CIN,NL,15,21,47,31,18,1,4,783,297,104,8,59,122,0.28,3.59,,7,4,0,1128,15,129,,, +deshoji01,1934,1,NYA,AL,6,7,31,12,6,0,3,401,126,61,6,56,40,0.24,4.11,,0,2,0,581,8,71,,, +devench01,1934,1,NYA,AL,1,0,1,1,1,0,0,33,9,2,0,5,4,0.22,1.64,,0,0,0,46,0,3,,, +dietrbi01,1934,1,PHA,AL,11,12,39,23,14,4,3,623,201,108,12,114,88,0.25,4.68,,3,3,0,925,9,121,,, +diggsre01,1934,1,WS1,AL,1,2,4,3,2,0,0,64,26,16,3,15,2,0.31,6.75,,2,0,1,98,1,17,,, +earnsge01,1934,1,CHA,AL,14,11,33,30,16,2,0,681,242,114,28,104,97,0.27,4.52,,6,4,0,1019,0,128,,, +edwarsh01,1934,1,CIN,NL,0,0,1,0,0,0,0,9,4,1,0,1,1,0.33,3,,0,0,0,13,1,1,,, +ellioju01,1934,1,PHI,NL,0,1,3,1,0,0,0,16,8,6,0,4,1,0.33,10.13,,1,1,0,29,0,7,,, +ellioju01,1934,2,BSN,NL,1,1,7,3,0,0,0,46,19,10,2,9,6,0.28,5.87,,0,1,0,77,0,16,,, +ferrewe01,1934,1,BOS,AL,14,5,26,23,17,3,1,543,205,73,4,49,67,0.28,3.63,,3,0,0,785,3,87,,, +fillema01,1934,1,WS1,AL,0,0,1,0,0,0,0,1,2,1,0,0,0,0.66,27,,1,0,0,3,0,1,,, +fischca01,1934,1,DET,AL,6,4,20,15,4,1,1,285,107,46,5,38,39,0.28,4.36,,2,1,1,420,3,50,,, +fitzsfr01,1934,1,NY1,NL,18,14,38,37,14,3,1,790,266,89,12,51,73,0.26,3.04,,9,1,0,1082,1,114,,, +flohrmo01,1934,1,PHA,AL,0,2,14,3,0,0,0,92,34,20,3,33,6,0.29,5.87,,4,1,0,153,7,21,,, +frankfr02,1934,1,BSN,NL,17,9,37,31,13,2,1,701,239,83,10,77,78,0.26,3.2,,5,4,0,1004,1,102,,, +frasivi01,1934,1,DET,AL,1,3,8,2,0,0,0,68,30,15,0,12,11,0.31,5.96,,1,1,1,111,2,19,,, +freitto01,1934,1,CIN,NL,6,12,30,18,5,0,1,458,194,68,6,25,37,0.31,4.01,,2,3,0,662,5,80,,, +frencla01,1934,1,PIT,NL,12,18,49,35,16,3,1,791,299,105,8,59,103,0.28,3.58,,4,3,0,1141,7,135,,, +freybe01,1934,1,CIN,NL,11,16,39,30,12,2,2,736,288,96,10,42,33,0.28,3.52,,2,2,1,1058,5,118,,, +galehde01,1934,1,CLE,AL,0,0,1,0,0,0,0,3,2,2,0,1,0,0.5,18,,0,0,0,7,0,3,,, +galliph01,1934,1,CHA,AL,4,7,35,7,3,0,1,380,155,79,14,64,55,0.29,5.61,,6,1,0,600,20,97,,, +gastomi01,1934,1,CHA,AL,6,19,29,28,10,1,0,582,247,126,16,84,48,0.31,5.85,,13,1,0,895,1,146,,, +gomezle01,1934,1,NYA,AL,26,5,38,33,25,6,1,845,223,73,12,96,158,0.21,2.33,,3,0,0,1142,5,86,,, +grabore01,1934,1,PHI,NL,1,3,27,5,0,0,0,196,114,67,13,23,13,0.38,9.23,,4,3,1,328,7,72,,, +grimebu01,1934,1,SLN,NL,2,1,4,0,0,0,0,23,5,3,1,2,1,0.17,3.52,,0,0,0,30,2,3,,, +grimebu01,1934,2,NYA,AL,1,2,10,0,0,0,1,54,22,11,0,14,5,0.31,5.5,,1,1,0,85,9,11,,, +grimebu01,1934,3,PIT,NL,1,2,8,4,0,0,0,82,36,22,0,10,9,0.31,7.24,,1,1,0,130,3,24,,, +grissle01,1934,1,CIN,NL,0,1,4,1,0,0,0,21,13,12,0,7,4,0.38,15.43,,0,0,0,42,2,12,,, +grovele01,1934,1,BOS,AL,8,8,22,12,5,0,0,328,149,79,5,32,43,0.32,6.5,,1,1,0,506,6,84,,, +hadlebu01,1934,1,SLA,AL,10,16,39,32,7,2,1,639,212,103,14,127,79,0.25,4.35,,2,6,2,969,6,120,,, +haineje01,1934,1,SLN,NL,4,4,37,6,0,0,1,270,86,35,6,19,17,0.26,3.5,,3,4,0,362,18,42,,, +hallabi01,1934,1,SLN,NL,8,12,32,26,10,2,0,488,195,77,2,66,70,0.29,4.26,,1,0,0,737,4,93,,, +hamlilu01,1934,1,DET,AL,2,3,20,5,1,0,1,226,87,45,11,44,30,0.28,5.38,,2,0,0,348,7,48,,, +hansesn01,1934,1,PHI,NL,6,12,50,16,5,2,3,453,194,91,15,61,40,0.3,5.42,,4,3,0,709,13,112,,, +hardeme01,1934,1,CLE,AL,20,12,44,29,17,6,4,766,246,74,6,81,91,0.25,2.61,,2,7,0,1072,12,97,,, +harribi01,1934,1,PIT,NL,0,0,11,2,0,0,0,57,28,14,2,7,8,0.35,6.63,,1,1,1,91,7,15,,, +heisecl01,1934,1,SLN,NL,0,0,1,0,0,0,0,6,3,1,1,0,1,0.3,4.5,,2,0,0,10,1,3,,, +herriar01,1934,1,BRO,NL,2,4,14,4,2,0,0,148,63,34,2,29,15,0.3,6.2,,1,0,0,238,5,36,,, +hevinjo02,1934,1,CHA,AL,1,7,33,2,0,0,4,264,133,71,12,48,40,0.34,7.26,,3,3,0,448,21,85,,, +hildeor01,1934,1,CLE,AL,11,9,33,28,10,1,1,594,225,99,14,99,72,0.28,4.5,,4,3,0,914,4,112,,, +hockege01,1934,1,BOS,AL,2,1,3,3,3,2,0,82,22,5,3,6,14,0.21,1.65,,0,0,0,108,0,5,,, +hogsech01,1934,1,DET,AL,3,2,26,0,0,0,3,151,61,24,4,19,23,0.3,4.29,,3,1,0,227,16,34,,, +holleed01,1934,1,PHI,NL,1,8,15,13,2,0,0,218,85,58,10,31,14,0.29,7.18,,0,4,0,328,1,62,,, +holleed01,1934,2,PIT,NL,0,3,5,4,0,0,0,28,20,16,1,6,2,0.42,15.43,,0,2,0,55,0,16,,, +hoytwa01,1934,1,PIT,NL,15,6,48,15,8,3,5,572,184,62,6,43,105,0.25,2.93,,1,2,0,785,20,75,,, +hubbeca01,1934,1,NY1,NL,21,12,49,34,25,5,8,939,286,80,17,37,118,0.23,2.3,,2,2,0,1255,11,100,,, +hudliwi01,1934,1,CLE,AL,15,10,36,26,15,1,4,585,210,103,8,65,58,0.27,4.75,,7,5,1,838,7,109,,, +johnsha01,1934,1,BOS,AL,6,8,31,14,7,1,1,373,162,74,12,53,66,0.31,5.36,,2,5,0,582,8,95,,, +johnsll01,1934,1,PIT,NL,0,0,1,0,0,0,0,3,1,0,0,0,0,0.33,0,,0,0,0,3,1,0,,, +johnssi01,1934,1,CIN,NL,7,22,46,31,9,0,3,647,264,125,15,84,89,0.29,5.22,,4,7,1,993,5,150,,, +johnssy01,1934,1,CIN,NL,0,0,2,0,0,0,0,20,9,2,2,0,0,0.31,2.7,,0,0,0,29,0,6,,, +johnssy01,1934,2,PHI,NL,5,9,42,10,4,3,3,401,122,52,14,24,54,0.24,3.5,,1,1,1,537,21,58,,, +joinero01,1934,1,CHN,NL,0,1,20,2,0,0,0,102,61,31,3,8,9,0.39,8.21,,0,0,0,169,9,33,,, +jonessa01,1934,1,CHA,AL,8,12,27,26,11,1,0,550,217,104,16,60,60,0.28,5.11,,6,2,0,820,1,120,,, +kenneve01,1934,1,CHA,AL,0,2,3,3,1,0,0,58,21,8,1,9,7,0.3,3.72,,0,0,0,80,0,8,,, +kinzyha01,1934,1,CHA,AL,0,1,13,2,1,0,0,103,38,19,1,31,12,0.29,4.98,,0,4,1,169,10,23,,, +klaerhu01,1934,1,CHA,AL,0,2,3,3,1,0,0,52,24,21,4,16,9,0.32,10.9,,1,0,0,92,0,21,,, +kleinte01,1934,1,PHI,NL,0,0,5,0,0,0,0,18,11,6,1,3,2,0.37,9,,0,0,0,33,4,8,,, +kleinte01,1934,2,CIN,NL,2,6,24,9,0,0,0,240,107,51,2,38,23,0.32,5.74,,2,1,0,382,7,63,,, +klinebo01,1934,1,PHA,AL,6,2,20,0,0,0,1,119,50,28,6,13,14,0.31,6.35,,3,0,0,178,17,34,,, +klinebo01,1934,2,WS1,AL,1,0,6,0,0,0,0,12,10,7,0,4,1,0.5,15.75,,0,1,0,27,2,8,,, +knottja01,1934,1,SLA,AL,10,3,45,10,2,0,4,414,149,76,17,67,56,0.27,4.96,,5,1,0,615,18,86,,, +kolpra01,1934,1,CIN,NL,0,2,28,2,0,0,3,185,78,31,1,12,19,0.31,4.52,,0,2,0,270,12,36,,, +laggeed01,1934,1,PHA,AL,0,0,8,0,0,0,0,54,27,22,1,14,2,0.34,11,,1,1,0,95,5,23,,, +larkist01,1934,1,DET,AL,0,0,2,1,0,0,0,18,8,1,0,5,8,0.29,1.5,,0,0,0,32,1,7,,, +leebi02,1934,1,CHN,NL,13,14,35,29,16,4,1,643,218,81,9,74,104,0.26,3.4,,9,2,1,910,4,91,,, +leeth01,1934,1,CLE,AL,1,1,24,6,0,0,0,257,105,48,8,44,41,0.3,5.04,,1,3,1,400,6,57,,, +leonadu02,1934,1,BRO,NL,14,11,44,20,11,2,5,551,210,67,12,33,58,0.28,3.28,,4,4,0,776,16,90,,, +lindsji01,1934,1,CIN,NL,0,0,4,0,0,0,0,12,4,2,0,2,2,0.28,4.5,,0,1,0,20,1,3,,, +lindsji01,1934,2,SLN,NL,0,1,11,0,0,0,1,42,21,10,2,3,7,0.32,6.43,,0,0,0,68,3,13,,, +linkeed01,1934,1,WS1,AL,2,2,7,4,2,0,0,104,38,16,1,9,9,0.27,4.15,,0,0,0,149,2,20,,, +lohrmbi01,1934,1,PHI,NL,0,1,4,0,0,0,1,18,5,3,0,1,2,0.21,4.5,,1,0,0,24,2,5,,, +lucasra01,1934,1,BRO,NL,1,1,10,2,0,0,0,92,39,23,2,14,3,0.32,6.75,,3,3,0,143,1,24,,, +lucasre01,1934,1,PIT,NL,10,9,29,21,12,1,0,518,198,84,14,40,44,0.28,4.38,,2,2,0,747,4,89,,, +luquedo01,1934,1,NY1,NL,4,3,26,0,0,0,7,127,54,18,3,17,12,0.31,3.83,,2,1,0,195,19,20,,, +lyonste01,1934,1,CHA,AL,11,13,30,24,21,0,1,616,249,111,15,66,53,0.29,4.87,,2,2,1,928,4,138,,, +macfada01,1934,1,NYA,AL,4,3,22,11,4,0,0,288,110,48,5,31,41,0.28,4.5,,0,2,1,422,8,57,,, +mahafro01,1934,1,PHA,AL,6,7,37,14,3,0,2,387,142,77,10,55,37,0.27,5.37,,6,1,0,577,15,88,,, +maliscy01,1934,1,PHI,NL,0,0,1,0,0,0,0,11,4,2,0,2,1,0.26,4.91,,0,0,0,17,1,2,,, +malonpa02,1934,1,CHN,NL,14,7,34,21,8,1,0,573,200,75,14,55,111,0.27,3.53,,4,3,0,814,7,85,,, +mangule01,1934,1,BSN,NL,5,3,29,3,1,0,1,283,127,60,9,23,28,0.31,5.72,,0,0,0,433,8,67,,, +marbefi01,1934,1,DET,AL,15,5,38,19,6,1,3,467,174,79,12,48,64,0.27,4.57,,2,0,0,683,14,92,,, +marcujo01,1934,1,PHA,AL,14,11,37,31,17,2,0,696,257,116,13,88,92,0.28,4.5,,1,4,1,1030,3,131,,, +martipe01,1934,1,SLN,NL,0,0,1,0,0,0,0,6,1,1,0,0,0,0.16,4.5,,0,0,0,6,0,1,,, +matuzha01,1934,1,PHA,AL,0,3,11,0,0,0,0,72,28,13,2,10,9,0.29,4.88,,3,1,0,111,2,16,,, +mcafebi01,1934,1,SLA,AL,1,0,28,0,0,0,0,185,84,40,4,26,11,0.33,5.84,,3,3,0,288,18,48,,, +mccolal01,1934,1,WS1,AL,3,4,42,2,1,0,1,336,129,48,6,36,29,0.29,3.86,,2,1,0,492,26,56,,, +mckeiti01,1934,1,PHA,AL,0,0,3,0,0,0,0,12,7,7,2,5,0,0.38,15.75,,0,0,0,23,2,7,,, +meinehe01,1934,1,PIT,NL,7,6,26,14,2,0,0,319,134,51,12,25,22,0.3,4.32,,2,1,0,472,5,60,,, +merensp01,1934,1,BOS,AL,1,2,4,3,2,1,0,74,20,8,2,16,7,0.22,2.92,,1,1,0,108,0,8,,, +millijo02,1934,1,WS1,AL,0,0,2,0,0,0,0,8,6,3,0,0,1,0.5,10.13,,0,0,0,12,1,3,,, +millsle01,1934,1,SLA,AL,0,0,4,0,0,0,0,26,10,4,0,11,2,0.3,4.15,,1,0,0,44,4,4,,, +mooneji01,1934,1,SLN,NL,2,4,32,7,1,0,1,247,114,50,3,49,27,0.32,5.47,,4,4,0,406,17,59,,, +moorecy01,1934,1,PHI,NL,4,9,35,15,3,0,0,380,163,91,11,65,55,0.3,6.47,,0,2,0,600,13,98,,, +mooreeu01,1934,1,PHI,NL,5,7,20,16,3,0,1,367,145,55,9,41,38,0.28,4.05,,0,0,1,556,1,60,,, +mullijo02,1934,1,BOS,AL,1,0,14,2,1,0,0,134,46,18,1,27,13,0.27,3.63,,0,2,0,198,5,21,,, +mungova01,1934,1,BRO,NL,18,16,45,38,22,3,3,946,300,118,15,104,184,0.24,3.37,,6,3,1,1329,6,137,,, +munnsle01,1934,1,BRO,NL,3,7,33,9,4,0,0,298,106,52,7,60,41,0.28,4.71,,4,0,0,444,10,67,,, +murphjo04,1934,1,NYA,AL,14,10,40,20,10,0,4,623,193,72,11,76,70,0.25,3.12,,1,0,0,859,13,79,,, +nelsoly01,1934,1,CHN,NL,0,1,2,1,0,0,0,3,4,4,1,1,0,0.66,36,,0,0,0,7,1,4,,, +newkifl01,1934,1,NYA,AL,0,0,1,0,0,0,0,3,1,0,0,1,0,0.33,0,,0,0,0,5,1,0,,, +newsobo01,1934,1,SLA,AL,16,20,47,32,15,2,5,787,259,117,15,149,135,0.26,4.01,,5,1,0,1159,9,138,,, +osterfr01,1934,1,BOS,AL,10,13,33,23,10,0,3,596,200,77,7,99,75,0.26,3.49,,6,1,0,881,8,93,,, +pageph01,1934,1,BRO,NL,1,0,6,0,0,0,0,30,13,6,1,6,4,0.34,5.4,,0,0,0,46,2,7,,, +parmero01,1934,1,NY1,NL,10,6,22,20,7,2,0,458,134,58,6,60,83,0.23,3.42,,5,6,0,640,1,59,,, +pearcfr02,1934,1,PHI,NL,0,2,7,1,0,0,0,60,25,16,4,5,4,0.3,7.2,,0,0,0,88,2,16,,, +pearsmo01,1934,1,CLE,AL,18,13,39,33,19,0,2,764,257,128,16,130,140,0.26,4.52,,15,1,0,1136,6,144,,, +pennohe01,1934,1,BOS,AL,2,0,30,2,1,0,1,186,68,21,2,16,16,0.27,3.05,,1,0,0,265,20,31,,, +perkich01,1934,1,BRO,NL,0,3,11,2,0,0,0,73,37,23,3,14,5,0.33,8.51,,1,2,0,128,4,25,,, +perribi01,1934,1,CLE,AL,0,1,1,1,0,0,0,15,13,8,0,2,3,0.52,14.4,,1,1,1,30,0,9,,, +phillre01,1934,1,DET,AL,2,0,7,1,1,0,1,70,31,16,1,16,3,0.31,6.17,,0,0,0,114,4,17,,, +pickrcl01,1934,1,BSN,NL,0,0,10,1,0,0,0,48,24,9,0,7,9,0.33,5.06,,0,0,0,79,9,9,,, +pipgrge01,1934,1,BOS,AL,0,0,2,1,0,0,0,10,4,3,1,3,0,0.3,8.1,,2,0,0,16,0,3,,, +pomorjo01,1934,1,CHA,AL,0,0,3,0,0,0,0,5,1,1,0,2,0,0.14,5.4,,1,0,0,9,1,2,,, +primra01,1934,1,WS1,AL,0,2,8,1,0,0,0,44,19,11,1,8,3,0.33,6.75,,0,0,0,67,4,11,,, +rhemfl01,1934,1,SLN,NL,1,0,5,1,0,0,1,47,26,8,0,7,6,0.39,4.6,,0,0,0,74,1,12,,, +rhemfl01,1934,2,BSN,NL,8,8,25,20,5,1,0,458,164,61,5,38,56,0.27,3.6,,2,0,0,649,4,71,,, +rhodego01,1934,1,BOS,AL,12,12,44,31,10,0,2,657,247,111,10,98,79,0.28,4.56,,5,4,0,994,9,133,,, +richmbe01,1934,1,CIN,NL,1,2,6,2,1,0,0,58,23,8,0,10,9,0.3,3.72,,1,0,0,89,1,11,,, +rootch01,1934,1,CHN,NL,4,7,34,9,2,0,0,353,141,56,8,53,46,0.29,4.28,,2,5,0,538,14,62,,, +rowesc01,1934,1,DET,AL,24,8,45,30,20,3,1,798,259,102,12,81,149,0.25,3.45,,1,1,0,1111,13,110,,, +ruffire01,1934,1,NYA,AL,19,11,36,31,19,5,0,769,232,112,18,104,149,0.23,3.93,,1,1,0,1100,3,134,,, +russeja01,1934,1,WS1,AL,5,10,54,9,3,0,7,473,179,73,6,56,38,0.28,4.17,,2,2,2,692,20,86,,, +salveja01,1934,1,NY1,NL,3,1,12,4,0,0,0,115,43,15,2,13,18,0.28,3.52,,0,0,0,168,4,16,,, +schumha02,1934,1,NY1,NL,23,10,41,36,18,2,0,891,299,105,16,89,112,0.25,3.18,,10,2,0,1254,2,131,,, +shautjo01,1934,1,CIN,NL,0,2,8,1,0,0,1,52,19,8,1,3,2,0.26,4.15,,0,0,0,74,6,9,,, +smithal03,1934,1,NY1,NL,3,5,30,5,0,0,5,200,70,32,2,21,27,0.26,4.32,,1,0,1,289,15,40,,, +smithbo02,1934,1,BSN,NL,6,9,39,5,3,0,5,365,133,63,9,36,26,0.27,4.66,,0,0,1,526,25,69,,, +smithha07,1934,1,PIT,NL,3,4,20,5,1,0,0,150,72,40,3,18,15,0.34,7.2,,0,4,1,241,7,44,,, +smythha01,1934,1,NYA,AL,0,2,8,0,0,0,1,45,24,13,1,8,7,0.38,7.8,,0,0,0,74,4,16,,, +smythha01,1934,2,BRO,NL,1,1,8,0,0,0,0,64,30,14,3,8,5,0.33,5.91,,2,1,0,100,3,19,,, +sorrevi01,1934,1,DET,AL,6,9,28,19,6,1,2,389,146,69,13,45,46,0.28,4.79,,4,3,0,569,7,76,,, +stewale01,1934,1,WS1,AL,7,11,24,22,7,1,0,456,184,68,8,36,36,0.3,4.03,,2,1,0,655,2,74,,, +stinele01,1934,1,CHA,AL,0,0,4,0,0,0,0,33,11,10,2,10,8,0.26,8.18,,2,1,1,52,2,10,,, +stoutal01,1934,1,CIN,NL,6,8,41,16,4,0,1,422,170,76,10,47,51,0.29,4.86,,1,4,0,634,17,85,,, +stratmo01,1934,1,CHA,AL,0,0,1,0,0,0,0,10,4,2,0,1,0,0.33,5.4,,0,0,0,13,1,2,,, +strusst01,1934,1,PIT,NL,0,1,1,1,0,0,0,21,7,5,0,6,3,0.25,6.43,,1,0,0,34,0,6,,, +swiftbi01,1934,1,PIT,NL,11,13,37,24,13,1,0,638,244,94,15,46,81,0.28,3.98,,1,8,0,923,7,107,,, +tamulvi01,1934,1,NYA,AL,1,0,1,1,1,1,0,27,7,0,0,1,5,0.21,0,,0,0,0,34,0,0,,, +thomato02,1934,1,WS1,AL,8,9,33,18,7,1,1,400,154,81,9,58,42,0.29,5.47,,2,3,1,597,12,87,,, +tietjle01,1934,1,CHA,AL,5,14,34,22,6,1,0,528,174,94,20,96,81,0.25,4.81,,2,2,0,786,7,106,,, +tinnibu01,1934,1,CHN,NL,4,6,39,7,1,1,3,388,134,48,9,46,44,0.26,3.34,,2,1,0,560,18,59,,, +uhlege01,1934,1,NYA,AL,2,4,10,2,0,0,0,49,30,18,3,7,10,0.4,9.92,,0,0,0,84,8,19,,, +vanatru01,1934,1,NYA,AL,3,5,28,9,0,0,0,264,107,62,3,46,39,0.3,6.34,,1,2,1,403,9,69,,, +vanceda01,1934,1,CIN,NL,0,2,6,2,0,0,0,54,28,15,1,11,9,0.35,7.5,,0,1,0,93,1,21,,, +vanceda01,1934,2,SLN,NL,1,1,19,4,1,0,1,177,62,24,4,14,33,0.27,3.66,,1,2,0,248,3,26,,, +vaughro01,1934,1,PHA,AL,0,0,2,0,0,0,0,13,3,1,1,3,1,0.17,2.08,,0,0,0,20,1,2,,, +walberu01,1934,1,BOS,AL,6,7,30,10,2,0,1,314,118,47,5,41,38,0.28,4.04,,3,1,0,468,11,62,,, +walkebi01,1934,1,SLN,NL,12,4,24,19,10,1,0,459,160,53,11,66,76,0.27,3.12,,1,2,0,670,2,59,,, +walkuji02,1934,1,SLA,AL,0,0,3,0,0,0,0,25,6,2,0,5,6,0.2,2.16,,2,0,0,35,3,4,,, +waltebu01,1934,2,PHI,NL,0,0,2,1,0,0,0,21,8,1,1,2,7,0.29,1.29,,0,1,0,30,1,3,,, +warddi01,1934,1,CHN,NL,0,0,3,0,0,0,0,18,9,2,0,2,1,0.37,3,,2,0,0,28,3,6,,, +warnelo01,1934,1,CHN,NL,22,10,43,35,23,3,3,874,273,104,16,66,143,0.24,3.21,,4,2,0,1198,7,116,,, +weaveji01,1934,1,SLA,AL,2,0,5,5,2,0,0,59,17,14,3,20,11,0.23,6.41,,3,0,1,94,0,14,,, +weaveji01,1934,2,CHN,NL,11,9,27,20,8,1,0,477,163,69,5,54,98,0.26,3.91,,7,4,2,689,4,77,,, +weavemo01,1934,1,WS1,AL,11,15,31,31,11,0,0,614,255,109,16,63,51,0.3,4.79,,4,0,0,916,0,127,,, +weilabo01,1934,1,BOS,AL,1,5,11,7,2,0,0,167,63,34,4,27,29,0.29,5.5,,0,0,0,253,2,41,,, +weilabo01,1934,2,CLE,AL,1,5,16,7,2,0,0,210,71,32,5,30,42,0.26,4.11,,0,0,0,305,4,41,,, +welchjo01,1934,1,BOS,AL,13,15,41,22,8,1,0,619,223,103,14,76,91,0.27,4.49,,5,8,1,913,14,112,,, +wellsed01,1934,1,SLA,AL,1,7,33,8,2,0,1,276,108,49,7,35,27,0.29,4.79,,3,0,0,413,12,60,,, +whiteea01,1934,1,WS1,AL,14,11,32,31,15,0,0,705,269,118,10,94,96,0.29,4.52,,2,3,0,1049,1,129,,, +wiedech01,1934,1,CHN,NL,0,0,4,1,0,0,0,25,16,9,0,4,2,0.43,9.72,,1,1,0,43,2,10,,, +wilshwh01,1934,1,PHA,AL,0,1,9,2,0,0,0,65,39,29,0,15,19,0.39,12.05,,1,1,0,117,2,30,,, +wilsoja01,1934,1,PHA,AL,0,1,2,2,1,0,0,27,15,12,1,9,2,0.4,12,,2,0,0,47,0,12,,, +winegra01,1934,1,CLE,AL,5,4,22,6,4,0,0,235,91,48,1,39,32,0.28,5.51,,2,2,1,364,8,55,,, +winfoji01,1934,1,SLN,NL,0,2,5,1,0,0,0,38,17,11,0,6,3,0.32,7.82,,2,2,0,61,1,13,,, +wistewh01,1934,1,CIN,NL,0,1,2,1,0,0,0,24,5,1,1,5,1,0.18,1.13,,0,0,0,33,1,1,,, +wyattwh01,1934,1,CHA,AL,4,11,23,6,2,0,2,203,83,54,10,37,36,0.3,7.18,,2,1,0,317,13,59,,, +zachato01,1934,1,BSN,NL,1,2,5,4,2,1,0,72,27,9,1,8,4,0.27,3.38,,0,0,0,105,0,9,,, +zachato01,1934,2,BRO,NL,5,6,22,12,4,0,2,305,122,50,5,21,28,0.3,4.43,,0,2,0,434,8,53,,, +allenjo02,1935,1,NYA,AL,13,6,23,23,12,2,0,501,149,67,11,58,113,0.23,3.61,,3,4,0,692,0,76,,, +andreiv01,1935,1,SLA,AL,13,7,50,20,10,0,1,640,231,84,10,53,43,0.27,3.54,,0,1,0,913,18,95,,, +aukerel01,1935,1,DET,AL,18,7,36,25,13,2,0,585,213,83,13,61,63,0.27,3.83,,2,9,0,841,6,86,,, +babicjo01,1935,1,BRO,NL,7,14,37,24,7,2,0,430,191,106,7,52,55,0.31,6.66,,7,2,0,669,9,124,,, +bakerto01,1935,1,BRO,NL,1,0,11,1,1,0,0,126,48,20,2,20,10,0.27,4.29,,2,0,0,194,5,25,,, +barrbo02,1935,1,BRO,NL,0,0,2,0,0,0,0,7,5,1,0,2,0,0.38,3.86,,0,0,0,15,1,3,,, +beanbe01,1935,1,CLE,AL,0,0,1,0,0,0,0,3,2,1,1,0,0,0.4,9,,0,0,0,5,1,1,,, +beanbe01,1935,2,WS1,AL,2,0,10,2,0,0,0,93,43,25,5,19,6,0.33,7.26,,1,0,0,149,5,28,,, +bengera01,1935,1,BRO,NL,9,9,23,17,5,1,1,374,142,62,12,47,39,0.28,4.48,,0,1,0,544,4,77,,, +bentoal01,1935,1,PHA,AL,3,4,27,9,0,0,0,235,110,67,7,47,42,0.32,7.7,,3,1,0,388,7,81,,, +bentola01,1935,1,BSN,NL,2,3,29,0,0,0,0,216,103,55,6,24,21,0.33,6.88,,6,1,0,333,19,61,,, +bettshu01,1935,1,BSN,NL,2,9,44,19,2,1,0,479,213,97,9,40,40,0.32,5.47,,2,2,0,724,19,118,,, +birkora01,1935,1,PIT,NL,9,7,37,18,8,1,1,451,173,68,5,42,80,0.28,4.07,,3,6,0,675,12,87,,, +bivinji01,1935,1,PHI,NL,2,9,47,14,0,0,1,485,220,104,20,65,54,0.31,5.79,,0,3,0,773,15,129,,, +blaehge01,1935,1,SLA,AL,1,1,6,2,0,0,0,53,25,14,3,6,0,0.34,7.13,,0,0,0,83,3,15,,, +blaehge01,1935,2,PHA,AL,6,10,23,22,10,1,0,447,173,66,10,49,22,0.28,3.99,,1,0,0,661,0,78,,, +blancal01,1935,1,BSN,NL,0,0,6,0,0,0,0,52,14,3,0,5,4,0.23,1.56,,0,0,0,69,5,3,,, +blantcy01,1935,1,PIT,NL,18,13,35,31,23,4,1,763,220,73,3,55,142,0.22,2.58,,7,2,0,1041,3,93,,, +bowerst01,1935,1,BOS,AL,2,1,10,2,1,0,0,71,26,9,1,17,5,0.28,3.42,,0,0,0,114,5,14,,, +bowmajo01,1935,1,PHI,NL,7,10,33,17,6,1,1,445,157,70,13,56,58,0.26,4.25,,1,4,0,652,8,86,,, +branded01,1935,1,BSN,NL,5,19,29,25,12,0,0,524,224,97,12,66,61,0.31,5,,2,1,0,793,4,110,,, +brenndo01,1935,1,CIN,NL,5,5,38,5,2,1,5,343,101,40,4,44,48,0.24,3.15,,1,4,1,477,18,43,,, +bridgto01,1935,1,DET,AL,21,10,36,34,23,4,1,823,277,107,22,113,163,0.25,3.51,,5,3,1,1195,1,129,,, +broacjo01,1935,1,NYA,AL,15,7,29,27,14,2,0,603,199,80,16,79,78,0.25,3.58,,1,0,1,873,1,96,,, +brownbo02,1935,1,BSN,NL,1,8,15,10,2,1,0,195,79,46,2,36,17,0.3,6.37,,2,0,0,304,3,55,,, +browncl01,1935,1,CLE,AL,4,3,23,5,1,0,2,147,61,28,3,14,20,0.3,5.14,,2,1,0,225,9,34,,, +brownju01,1935,1,NYA,AL,6,5,20,8,3,1,0,262,94,35,2,37,41,0.27,3.61,,0,0,0,381,6,41,,, +brownll01,1935,1,CLE,AL,8,7,42,8,4,2,4,366,123,49,6,37,45,0.26,3.61,,2,3,0,516,20,52,,, +brownma01,1935,1,PIT,NL,4,1,18,5,2,0,0,218,84,29,5,22,28,0.28,3.59,,1,0,0,318,8,41,,, +bryancl01,1935,1,CHN,NL,1,2,9,1,0,0,2,68,34,13,1,7,13,0.35,5.16,,1,0,0,105,4,15,,, +burkebo01,1935,1,WS1,AL,1,8,15,10,2,0,0,199,90,55,7,27,16,0.32,7.46,,4,2,0,310,3,63,,, +bushgu01,1935,1,PIT,NL,11,11,41,25,8,1,2,613,237,98,16,40,42,0.28,4.32,,3,5,1,889,9,115,,, +cainsu01,1935,1,PHA,AL,0,5,6,5,0,0,0,78,39,19,1,19,5,0.38,6.58,,0,0,0,127,0,22,,, +cainsu01,1935,2,SLA,AL,9,8,31,24,8,0,0,503,197,98,7,104,68,0.29,5.26,,2,4,0,795,1,112,,, +caldwea01,1935,1,SLA,AL,3,2,6,5,2,1,0,110,34,15,2,17,5,0.24,3.68,,0,0,0,157,1,16,,, +cantwbe01,1935,1,BSN,NL,4,25,39,24,13,0,0,632,235,108,15,44,34,0.28,4.61,,0,2,0,898,10,117,,, +carlete01,1935,1,CHN,NL,11,8,31,22,8,0,1,513,169,74,17,60,84,0.25,3.89,,5,3,0,735,6,82,,, +cascajo01,1935,1,PHA,AL,1,6,9,3,1,0,0,97,29,19,1,22,15,0.25,5.29,,0,0,0,145,4,21,,, +cascajo01,1935,2,BOS,AL,0,3,6,4,0,0,0,51,25,13,3,11,9,0.32,6.88,,0,0,0,88,1,17,,, +caseyhu01,1935,1,CHN,NL,0,0,13,0,0,0,0,77,29,11,2,14,10,0.27,3.86,,1,0,0,119,6,13,,, +castege01,1935,1,PHA,AL,1,4,25,1,0,0,1,190,86,44,8,37,24,0.32,6.25,,2,2,0,312,11,59,,, +castlsl01,1935,1,NY1,NL,15,6,29,25,9,1,0,521,186,79,14,64,64,0.26,4.09,,7,1,1,772,2,93,,, +chagnle01,1935,1,NY1,NL,0,2,14,1,0,0,1,115,32,15,7,5,16,0.23,3.52,,0,0,0,148,11,17,,, +cheliit01,1935,1,CHA,AL,0,0,2,0,0,0,0,15,7,7,1,4,1,0.35,12.6,,0,1,0,25,2,7,,, +clarkwa02,1935,1,BRO,NL,13,8,33,25,11,1,0,621,215,76,11,28,35,0.26,3.3,,1,1,0,854,5,93,,, +coffmdi01,1935,1,SLA,AL,5,11,41,18,5,0,2,431,206,98,14,46,34,0.33,6.14,,2,2,0,683,12,116,,, +colliph01,1935,1,PHI,NL,0,2,3,3,0,0,0,44,24,19,5,9,4,0.34,11.66,,0,0,0,78,0,20,,, +colliph01,1935,2,SLN,NL,7,6,26,8,2,0,2,248,96,42,6,26,18,0.29,4.57,,3,3,0,364,15,48,,, +copelma01,1935,1,SLN,NL,0,0,1,0,0,0,0,2,2,1,0,0,0,0.66,13.5,,0,0,0,4,0,1,,, +coppohe01,1935,1,WS1,AL,3,4,19,5,2,1,0,178,72,39,6,29,19,0.3,5.92,,0,1,0,277,8,40,,, +crowdal01,1935,1,DET,AL,16,10,33,32,16,2,0,723,269,114,16,67,59,0.28,4.26,,1,4,1,1026,0,127,,, +daviscu01,1935,1,PHI,NL,16,14,44,27,19,3,2,693,264,94,14,47,74,0.28,3.66,,3,7,0,987,12,103,,, +deandi01,1935,1,SLN,NL,28,12,50,36,29,3,5,976,324,110,16,77,190,0.25,3.04,,1,4,0,1362,14,126,,, +deanpa01,1935,1,SLN,NL,19,12,46,33,19,2,5,809,261,101,16,55,143,0.24,3.37,,2,9,0,1125,10,109,,, +derripa01,1935,1,CIN,NL,22,13,45,33,20,3,2,830,295,108,13,49,120,0.27,3.51,,2,4,0,1153,9,132,,, +deshoji01,1935,1,NYA,AL,4,1,29,3,0,0,3,207,64,25,6,33,30,0.24,3.26,,1,2,0,306,14,30,,, +dietrbi01,1935,1,PHA,AL,7,13,43,15,8,1,3,556,203,111,7,101,59,0.27,5.39,,5,1,1,849,18,128,,, +doyleca01,1935,1,PHA,AL,2,7,14,9,3,0,0,239,86,53,3,72,34,0.28,5.99,,4,2,0,386,3,63,,, +earnsge01,1935,1,CHA,AL,1,2,3,3,0,0,0,54,26,18,2,11,8,0.34,9,,1,0,0,88,0,19,,, +earnsge01,1935,2,BRO,NL,8,12,25,22,6,2,0,498,175,76,14,53,72,0.27,4.12,,3,0,0,716,3,87,,, +eavesva01,1935,1,PHA,AL,1,2,3,3,1,0,0,42,12,8,0,15,6,0.24,5.14,,1,0,0,68,0,9,,, +eckeral01,1935,1,SLN,NL,0,0,2,0,0,0,0,9,7,4,0,1,1,0.46,12,,0,0,0,17,1,4,,, +eisenha01,1935,1,BRO,NL,0,1,2,0,0,0,0,14,9,7,0,2,2,0.42,13.5,,0,0,0,25,2,8,,, +ferrabi01,1935,1,PHA,AL,1,2,3,2,0,0,0,21,7,4,0,5,0,0.26,5.14,,1,0,0,33,1,5,,, +ferrewe01,1935,1,BOS,AL,25,14,41,38,31,3,0,967,336,126,16,108,110,0.26,3.52,,5,3,0,1391,3,149,,, +finkhe01,1935,1,PHA,AL,0,3,5,3,0,0,0,47,18,16,0,10,2,0.29,9.19,,0,1,0,74,2,19,,, +fischca01,1935,1,DET,AL,0,1,3,1,0,0,0,36,16,8,2,5,7,0.32,6,,0,1,0,56,2,8,,, +fischca01,1935,2,CHA,AL,5,5,24,11,3,1,0,266,102,61,7,39,31,0.28,6.19,,2,2,1,406,4,67,,, +fitzsfr01,1935,1,NY1,NL,4,8,18,15,6,4,0,282,104,42,7,22,23,0.28,4.02,,3,1,0,399,3,43,,, +frankfr02,1935,1,BSN,NL,11,15,40,29,10,1,0,692,278,122,12,81,64,0.29,4.76,,0,6,2,1052,8,147,,, +freitto01,1935,1,CIN,NL,5,10,31,18,5,0,2,431,174,73,6,38,51,0.29,4.57,,1,2,0,644,8,95,,, +frencla01,1935,1,CHN,NL,17,10,42,30,16,4,2,739,279,81,10,44,90,0.28,2.96,,0,2,1,1039,6,94,,, +freybe01,1935,1,CIN,NL,6,10,38,13,3,1,3,343,164,87,6,32,24,0.33,6.85,,3,4,0,536,16,100,,, +gablefr01,1935,1,NY1,NL,2,1,26,1,0,0,0,180,79,38,6,20,24,0.31,5.7,,2,0,0,276,13,43,,, +galehde01,1935,1,CLE,AL,1,0,5,1,1,0,0,39,16,13,1,9,8,0.31,9,,2,1,0,63,3,14,,, +gomezle01,1935,1,NYA,AL,12,15,34,30,15,2,1,738,223,87,18,86,138,0.24,3.18,,8,2,0,1030,3,104,,, +greenha02,1935,1,BRO,NL,0,0,2,0,0,0,0,3,2,1,0,3,0,0.4,9,,0,1,0,9,1,1,,, +grissle01,1935,1,CIN,NL,1,1,3,3,1,0,0,63,31,9,0,4,13,0.33,3.86,,0,0,0,97,0,10,,, +grovele01,1935,1,BOS,AL,20,12,35,30,23,2,1,819,269,82,6,65,121,0.25,2.7,,2,3,0,1137,4,105,,, +gumbeha01,1935,1,NY1,NL,1,2,6,3,1,0,0,71,35,16,1,10,11,0.33,6.08,,0,0,0,117,0,27,,, +hadlebu01,1935,1,WS1,AL,10,15,35,32,13,0,0,691,268,126,18,102,77,0.29,4.92,,4,4,1,1033,2,143,,, +haineje01,1935,1,SLN,NL,6,5,30,12,3,0,2,346,110,46,4,28,24,0.25,3.59,,1,1,0,471,5,49,,, +hallabi01,1935,1,SLN,NL,15,8,40,23,8,2,1,544,196,69,7,57,73,0.27,3.42,,10,1,1,785,8,91,,, +hansesn01,1935,1,PHI,NL,0,1,2,1,0,0,0,13,8,6,0,5,0,0.42,12.46,,0,0,0,25,0,7,,, +hansesn01,1935,2,SLA,AL,0,1,10,0,0,0,0,80,44,26,2,9,8,0.36,8.78,,0,1,0,133,2,28,,, +hardeme01,1935,1,CLE,AL,22,11,42,35,17,4,2,862,313,105,6,53,95,0.27,3.29,,1,0,0,1206,7,120,,, +harrera01,1935,1,SLN,NL,1,1,11,1,0,0,0,89,39,22,4,11,13,0.32,6.67,,1,0,0,136,7,26,,, +hattecl01,1935,1,DET,AL,0,0,8,2,0,0,0,100,44,28,2,30,15,0.31,7.56,,0,1,0,172,4,33,,, +hayesji01,1935,1,WS1,AL,2,4,7,4,1,0,0,84,38,26,0,23,9,0.32,8.36,,2,0,2,143,2,28,,, +henshro01,1935,1,CHN,NL,13,5,31,18,7,3,1,428,135,52,6,68,53,0.24,3.28,,2,4,1,620,7,60,,, +hensiph01,1935,1,WS1,AL,0,3,6,1,0,0,1,39,21,14,2,9,6,0.35,9.69,,1,0,0,70,3,15,,, +herrmle01,1935,1,CIN,NL,3,5,29,8,2,0,0,324,124,43,9,31,30,0.29,3.58,,1,8,0,468,14,53,,, +heussed01,1935,1,SLN,NL,5,5,33,11,2,0,2,370,125,40,5,27,39,0.26,2.92,,2,2,1,511,10,50,,, +hilchwh01,1935,1,CIN,NL,2,0,4,2,1,1,0,58,19,6,0,5,9,0.26,2.79,,0,0,0,80,1,6,,, +hildeor01,1935,1,CLE,AL,9,8,34,20,8,0,5,514,171,75,12,63,49,0.26,3.94,,1,3,0,736,9,85,,, +hockege01,1935,1,BOS,AL,2,3,23,4,0,0,0,183,83,35,6,12,11,0.32,5.16,,0,1,1,272,8,43,,, +hogsech01,1935,1,DET,AL,6,6,40,0,0,0,5,290,109,38,1,49,39,0.28,3.54,,3,5,0,443,30,45,,, +hollial01,1935,1,CIN,NL,6,13,38,22,8,0,0,520,165,75,5,76,89,0.24,3.89,,4,1,0,767,9,90,,, +hoytwa01,1935,1,PIT,NL,7,11,39,11,5,0,6,492,187,62,8,27,63,0.28,3.4,,2,1,1,694,19,72,,, +hubbeca01,1935,1,NY1,NL,23,12,42,35,24,1,0,908,314,110,27,49,150,0.26,3.27,,7,3,0,1265,6,125,,, +hucklea01,1935,1,PHA,AL,1,0,1,1,0,0,0,20,8,7,1,4,2,0.29,9.45,,0,0,0,32,0,7,,, +hudliwi01,1935,1,CLE,AL,15,11,36,29,14,3,5,695,252,95,8,61,45,0.27,3.69,,2,3,0,990,6,107,,, +johnsha01,1935,1,BOS,AL,2,1,13,2,0,0,1,93,41,19,3,14,14,0.33,5.52,,1,0,0,142,6,21,,, +johnssi01,1935,1,CIN,NL,5,11,30,20,4,1,0,390,155,90,14,59,40,0.29,6.23,,2,3,0,603,5,106,,, +johnssy01,1935,1,PHI,NL,10,8,37,18,8,1,6,524,182,69,15,31,89,0.26,3.56,,0,3,0,737,12,79,,, +joinero01,1935,1,CHN,NL,0,0,2,0,0,0,0,10,6,2,0,2,0,0.42,5.4,,0,0,0,18,0,4,,, +jonessa01,1935,1,CHA,AL,8,7,21,19,7,0,0,420,162,63,8,51,38,0.28,4.05,,2,1,0,632,2,77,,, +jorgeor01,1935,1,PHI,NL,10,15,53,24,6,0,2,565,216,101,12,96,57,0.28,4.83,,5,8,1,878,11,129,,, +kaufmto01,1935,1,SLN,NL,0,0,3,0,0,0,0,11,4,1,0,1,0,0.28,2.45,,0,0,0,16,1,1,,, +kelleha02,1935,1,PHI,NL,2,0,3,3,2,1,0,75,26,5,0,12,12,0.26,1.8,,1,1,0,114,0,7,,, +kenneve01,1935,1,CHA,AL,11,11,31,25,16,2,1,635,211,92,17,95,65,0.26,3.91,,7,4,1,913,5,110,,, +kleinnu01,1935,1,SLN,NL,0,0,4,2,0,0,0,38,19,7,1,3,5,0.35,4.97,,0,0,0,57,1,8,,, +knottja01,1935,1,SLA,AL,11,8,48,19,7,2,7,563,219,96,8,78,45,0.28,4.6,,7,1,0,855,15,119,,, +kowalfa01,1935,1,CHN,NL,2,2,20,2,1,0,1,165,60,27,2,19,20,0.28,4.42,,4,0,0,239,9,31,,, +kressre01,1935,1,WS1,AL,0,0,3,0,0,0,0,17,8,8,0,5,5,0.33,12.71,,0,0,0,31,3,9,,, +lamanfr01,1935,1,BRO,NL,0,0,2,0,0,0,0,11,5,3,0,1,1,0.31,7.36,,0,0,0,17,0,3,,, +lanahdi01,1935,1,WS1,AL,0,3,3,3,0,0,0,62,27,13,2,17,10,0.31,5.66,,0,2,0,106,0,13,,, +lawsoro01,1935,1,DET,AL,3,1,7,4,4,2,2,120,34,7,3,24,16,0.23,1.58,,2,0,1,172,3,11,,, +leebi02,1935,1,CHN,NL,20,6,39,32,18,3,1,756,241,83,11,84,100,0.25,2.96,,7,5,0,1058,5,106,,, +leeth01,1935,1,CLE,AL,7,10,32,20,8,1,1,542,179,81,6,71,81,0.25,4.04,,1,4,1,783,9,90,,, +leonadu02,1935,1,BRO,NL,2,9,43,11,4,0,8,413,152,60,11,29,41,0.28,3.92,,9,1,0,579,18,67,,, +liebedu01,1935,1,PHA,AL,1,1,18,1,0,0,2,140,45,16,1,19,14,0.26,3.09,,0,1,0,195,14,18,,, +linkeed01,1935,1,WS1,AL,11,7,40,22,10,1,3,534,211,99,6,80,51,0.29,5.01,,4,1,0,808,8,111,,, +loganbo01,1935,1,BRO,NL,0,1,2,0,0,0,0,8,2,1,0,1,1,0.18,3.38,,0,0,0,12,2,1,,, +lucasre01,1935,1,PIT,NL,8,6,20,19,8,2,0,377,136,48,10,23,29,0.27,3.44,,1,2,0,533,1,60,,, +luquedo01,1935,1,NY1,NL,1,0,2,0,0,0,0,11,1,0,0,1,2,0.07,0,,0,0,0,14,2,0,,, +lyonste01,1935,1,CHA,AL,15,8,23,22,19,3,0,572,194,64,15,56,54,0.26,3.02,,4,3,0,811,1,79,,, +macfada01,1935,1,CIN,NL,1,2,7,4,1,0,0,108,39,19,1,13,13,0.28,4.75,,0,0,0,154,1,22,,, +macfada01,1935,2,BSN,NL,5,13,28,20,7,1,0,455,200,86,8,34,46,0.31,5.1,,1,5,0,686,5,96,,, +mahafro01,1935,1,PHA,AL,8,4,27,17,5,0,0,408,153,59,11,42,39,0.28,3.9,,7,5,0,595,4,66,,, +malonpa02,1935,1,NYA,AL,3,5,29,2,0,0,3,169,53,34,7,33,25,0.25,5.43,,5,1,0,254,21,45,,, +mangule01,1935,1,BSN,NL,0,0,3,0,0,0,0,14,6,2,0,2,0,0.3,3.86,,0,0,0,22,2,3,,, +marbefi01,1935,1,DET,AL,0,1,5,2,1,0,0,57,22,9,2,9,7,0.28,4.26,,1,0,0,89,2,11,,, +marcujo01,1935,1,PHA,AL,17,12,39,27,19,2,3,728,256,110,9,83,99,0.26,4.08,,2,2,0,1061,12,125,,, +martiwe01,1935,1,PHA,AL,0,2,3,2,0,0,0,19,8,12,0,11,1,0.33,17.05,,0,0,0,36,0,13,,, +mcgeebi01,1935,1,SLN,NL,1,0,1,1,1,0,0,27,3,1,0,1,2,0.1,1,,0,0,0,30,0,1,,, +mcleaal01,1935,1,WS1,AL,0,0,4,0,0,0,0,26,12,7,0,5,3,0.32,7.27,,0,0,0,42,1,8,,, +mooreeu01,1935,1,PHI,NL,1,6,15,8,1,0,1,121,63,35,5,20,15,0.35,7.81,,0,2,0,204,3,40,,, +mooreeu01,1935,2,NY1,NL,1,0,6,0,0,0,0,24,9,5,0,4,3,0.28,5.63,,0,0,0,37,1,5,,, +mulcahu01,1935,1,PHI,NL,1,5,18,5,0,0,1,158,62,28,2,25,11,0.29,4.78,,1,5,0,246,12,35,,, +mungova01,1935,1,BRO,NL,16,10,37,26,18,4,2,643,205,87,13,90,143,0.25,3.65,,4,2,1,920,10,100,,, +munnsle01,1935,1,BRO,NL,1,3,21,5,0,0,1,175,74,36,5,33,13,0.31,5.55,,4,4,0,273,8,47,,, +murphjo04,1935,1,NYA,AL,10,5,40,8,4,0,5,351,110,53,7,55,28,0.24,4.08,,1,0,0,510,19,67,,, +nelsoem01,1935,1,CIN,NL,4,4,19,7,3,1,1,181,70,29,2,23,14,0.29,4.33,,2,2,0,268,8,31,,, +newsobo01,1935,1,SLA,AL,0,6,7,6,1,0,1,128,54,23,2,13,22,0.3,4.85,,2,0,0,193,1,29,,, +newsobo01,1935,2,WS1,AL,11,12,28,23,17,2,2,595,222,98,9,84,65,0.28,4.45,,3,4,1,871,4,108,,, +osborwa01,1935,1,PIT,NL,0,0,2,0,0,0,0,4,1,1,0,0,1,0.25,6.75,,1,0,0,5,1,1,,, +osterfr01,1935,1,BOS,AL,7,8,22,19,10,0,1,413,135,60,0,78,41,0.25,3.92,,5,3,0,616,3,67,,, +parmero01,1935,1,NY1,NL,14,10,34,31,13,0,0,678,214,106,20,97,79,0.24,4.22,,8,9,0,981,4,117,,, +passecl01,1935,1,PIT,NL,0,1,1,1,0,0,0,9,7,4,0,2,1,0.5,12,,0,0,0,16,0,4,,, +pearcfr02,1935,1,PHI,NL,0,0,5,0,0,0,0,39,22,12,0,6,7,0.36,8.31,,1,0,0,68,3,15,,, +pearsmo01,1935,1,CLE,AL,8,13,30,24,10,1,0,545,199,99,9,103,90,0.27,4.9,,3,0,0,831,2,117,,, +pettile01,1935,1,WS1,AL,8,5,41,7,1,0,3,327,129,60,6,58,45,0.3,4.95,,2,4,0,501,22,65,,, +pezzupr01,1935,1,PHI,NL,3,5,41,7,2,0,1,253,115,60,5,45,24,0.32,6.4,,0,7,1,421,13,74,,, +phelpra01,1935,1,CHA,AL,4,8,27,17,4,0,1,375,126,67,10,55,38,0.26,4.82,,3,3,0,549,6,77,,, +pipgrge01,1935,1,BOS,AL,0,1,5,1,0,0,0,15,9,8,3,5,2,0.39,14.4,,0,1,0,30,2,9,,, +poserbo01,1935,1,SLA,AL,1,1,4,1,0,0,0,41,26,14,0,4,1,0.4,9.22,,0,0,0,69,1,15,,, +primra01,1935,1,PHI,NL,3,4,29,6,1,0,0,220,110,47,4,15,27,0.34,5.77,,4,0,0,345,11,54,,, +reisbo01,1935,1,BRO,NL,3,2,14,2,1,0,2,124,46,13,0,24,7,0.27,2.83,,2,1,0,194,8,26,,, +rhemfl01,1935,1,BSN,NL,0,5,10,6,0,0,0,121,61,24,4,11,10,0.34,5.36,,1,0,0,195,2,37,,, +rhodego01,1935,1,BOS,AL,2,10,34,19,1,0,2,439,195,88,14,60,44,0.32,5.41,,3,1,0,676,5,103,,, +riplewa01,1935,1,BOS,AL,0,0,2,0,0,0,0,12,7,4,0,3,0,0.41,9,,0,0,0,21,2,4,,, +rogerbu01,1935,1,WS1,AL,0,1,2,1,0,0,0,30,16,8,0,6,7,0.34,7.2,,0,0,0,53,1,15,,, +rootch01,1935,1,CHN,NL,15,8,38,18,11,1,2,604,193,69,15,47,94,0.25,3.08,,2,3,0,826,16,85,,, +rowesc01,1935,1,DET,AL,19,13,42,34,21,6,3,827,272,113,11,68,140,0.25,3.69,,1,2,1,1146,8,121,,, +ruffire01,1935,1,NYA,AL,16,11,30,29,19,2,0,666,201,77,17,76,81,0.23,3.12,,1,1,1,925,1,88,,, +russeja01,1935,1,WS1,AL,4,9,43,7,2,0,3,378,170,80,10,37,30,0.32,5.71,,1,2,0,578,24,88,,, +rybami01,1935,1,SLN,NL,1,1,2,1,1,0,0,48,15,6,0,1,6,0.24,3.38,,0,0,0,64,1,6,,, +salveja01,1935,1,PIT,NL,0,1,5,0,0,0,0,21,11,7,1,5,2,0.3,9,,0,1,0,42,0,12,,, +salveja01,1935,2,CHA,AL,1,2,20,2,2,0,1,200,79,36,6,23,22,0.29,4.86,,0,0,1,295,15,39,,, +schotge01,1935,1,CIN,NL,8,11,33,19,9,1,0,477,153,69,5,64,49,0.25,3.91,,4,1,0,682,5,84,,, +schumha02,1935,1,NY1,NL,19,9,33,33,19,3,0,785,235,84,11,70,79,0.23,2.89,,4,5,0,1074,0,100,,, +shouncl01,1935,1,CHN,NL,1,0,5,1,0,0,0,38,14,4,2,5,5,0.29,2.84,,0,0,0,53,3,4,,, +smithal03,1935,1,NY1,NL,10,8,40,10,4,1,5,372,125,47,6,32,44,0.26,3.41,,1,7,0,521,18,50,,, +smithbo02,1935,1,BSN,NL,8,18,46,20,8,2,5,610,232,89,13,61,58,0.28,3.94,,0,3,0,893,22,105,,, +smithha07,1935,1,PIT,NL,0,0,1,0,0,0,0,9,2,1,0,1,0,0.2,3,,0,0,0,11,1,1,,, +sorrevi01,1935,1,DET,AL,4,3,12,6,4,0,0,154,65,23,2,25,22,0.31,4.03,,1,2,0,235,2,28,,, +stewale01,1935,1,WS1,AL,0,1,1,1,0,0,0,8,8,4,1,2,1,0.53,13.5,,0,0,0,18,0,9,,, +stewale01,1935,2,CLE,AL,6,6,24,10,2,0,2,273,122,55,6,17,24,0.31,5.44,,0,1,1,416,9,68,,, +stinele01,1935,1,CHA,AL,0,0,1,0,0,0,0,6,2,2,1,3,1,0.28,9,,0,0,0,10,1,2,,, +stoutal01,1935,1,NY1,NL,1,4,40,2,0,0,5,264,99,48,7,37,29,0.28,4.91,,6,4,0,395,22,58,,, +stratmo01,1935,1,CHA,AL,1,2,5,5,2,0,0,114,40,17,0,9,8,0.27,4.03,,0,2,0,159,0,17,,, +sullijo05,1935,1,DET,AL,6,6,25,12,5,0,0,377,119,49,4,71,53,0.24,3.51,,4,3,0,566,7,66,,, +swiftbi01,1935,1,PIT,NL,15,8,39,21,11,3,1,611,193,61,6,37,74,0.24,2.7,,0,1,1,830,16,76,,, +tamulvi01,1935,1,NYA,AL,10,5,30,19,9,3,1,482,178,73,7,55,57,0.28,4.09,,1,2,0,706,6,80,,, +thomafa01,1935,1,SLA,AL,7,15,49,19,4,0,1,441,165,78,11,89,67,0.28,4.78,,9,3,0,677,14,95,,, +thomato02,1935,1,WS1,AL,0,0,1,0,0,0,0,1,3,2,0,0,0,0.75,54,,0,0,0,4,0,2,,, +thomato02,1935,2,PHI,NL,0,1,4,1,0,0,0,36,15,7,2,5,3,0.31,5.25,,0,0,0,54,1,9,,, +tietjle01,1935,1,CHA,AL,9,15,30,21,9,1,0,509,184,81,14,81,64,0.27,4.3,,6,2,0,758,2,88,,, +tinnibu01,1935,1,SLN,NL,0,0,4,0,0,0,0,23,9,5,1,5,2,0.3,5.87,,0,1,0,37,1,6,,, +turbege01,1935,1,PHA,AL,0,3,19,6,2,0,0,191,74,54,2,69,20,0.31,7.63,,7,0,0,313,10,58,,, +upchuwo01,1935,1,PHA,AL,0,2,3,3,1,0,0,64,23,12,3,12,2,0.27,5.06,,0,0,0,98,0,13,,, +vanatru01,1935,1,NYA,AL,0,0,5,0,0,0,0,14,5,2,0,4,3,0.26,3.86,,0,0,0,23,2,5,,, +vanatru01,1935,2,SLA,AL,9,16,53,17,1,0,3,511,201,101,10,87,87,0.29,5.34,,4,3,0,788,23,116,,, +vanceda01,1935,1,BRO,NL,3,2,20,0,0,0,2,153,55,25,3,16,28,0.26,4.41,,1,3,0,225,11,29,,, +vancejo01,1935,1,CHA,AL,2,2,10,0,0,0,0,93,36,23,1,21,12,0.29,6.68,,3,0,0,147,8,26,,, +vandehy01,1935,1,BOS,AL,0,0,3,0,0,0,0,16,15,12,1,4,2,0.5,20.25,,0,0,0,34,2,12,,, +veachal01,1935,1,PHA,AL,0,2,2,2,1,0,0,30,20,13,1,9,3,0.41,11.7,,1,0,0,58,0,15,,, +walberu01,1935,1,BOS,AL,5,9,44,10,4,0,3,428,152,62,10,54,44,0.27,3.91,,1,2,0,622,17,71,,, +walkebi01,1935,1,SLN,NL,13,8,37,25,8,2,1,580,222,82,7,78,79,0.28,3.82,,4,5,0,867,6,93,,, +walkuji02,1935,1,SLA,AL,6,9,55,20,4,1,0,544,226,126,17,104,44,0.3,6.25,,6,2,1,858,16,139,,, +waltebu01,1935,1,PHI,NL,9,9,24,22,8,2,0,453,168,70,9,68,40,0.28,4.17,,4,7,0,666,2,86,,, +warddi01,1935,1,SLN,NL,0,0,1,0,0,0,0,0,0,0,0,1,0,0,,,0,0,0,1,0,1,,, +warnelo01,1935,1,CHN,NL,20,13,42,30,20,1,4,785,257,89,19,50,120,0.25,3.06,,10,3,0,1066,11,102,,, +weaveji01,1935,1,PIT,NL,14,8,33,22,11,4,0,529,177,67,9,58,87,0.25,3.42,,7,2,0,764,6,85,,, +weavemo01,1935,1,WS1,AL,1,1,5,2,0,0,0,36,16,7,1,6,4,0.32,5.25,,0,0,0,57,1,8,,, +weilabo01,1935,1,SLA,AL,0,2,14,4,0,0,0,96,39,34,6,31,11,0.29,9.56,,0,1,0,163,6,35,,, +welchjo01,1935,1,BOS,AL,10,9,31,19,10,1,2,429,155,71,4,53,48,0.27,4.47,,3,4,0,628,5,82,,, +whiteea01,1935,1,WS1,AL,14,13,34,34,19,1,0,838,318,133,16,104,102,0.28,4.29,,7,7,0,1239,0,149,,, +whitejo02,1935,1,CHA,AL,13,13,28,27,18,1,0,667,209,92,17,101,72,0.25,3.72,,3,2,0,949,1,101,,, +wilshwh01,1935,1,PHA,AL,9,9,27,18,7,3,1,427,136,64,8,78,80,0.25,4.05,,1,10,3,638,5,69,,, +wilsoja01,1935,1,BOS,AL,3,4,23,6,2,0,1,192,72,30,0,36,19,0.29,4.22,,3,2,0,292,9,35,,, +winegra01,1935,1,CLE,AL,2,2,25,4,2,0,0,202,89,43,10,29,41,0.31,5.75,,1,1,1,318,14,51,,, +winfoji01,1935,1,SLN,NL,0,0,2,1,0,0,0,34,13,5,1,5,7,0.28,3.97,,0,0,0,51,0,5,,, +wyattwh01,1935,1,CHA,AL,4,3,30,1,0,0,5,156,65,39,6,25,22,0.3,6.75,,2,2,0,244,25,41,,, +zachato01,1935,1,BRO,NL,7,12,25,21,9,1,4,474,193,63,10,35,33,0.29,3.59,,5,2,1,696,4,76,,, +allenjo02,1936,1,CLE,AL,20,10,36,31,19,4,1,729,234,93,5,97,165,0.25,3.44,,13,1,0,1030,4,108,,, +andreiv01,1936,1,SLA,AL,7,12,36,25,11,0,1,574,221,103,19,50,33,0.28,4.84,,2,0,1,835,5,109,,, +applepe01,1936,1,WS1,AL,14,9,38,20,12,1,3,605,199,79,7,77,77,0.25,3.53,,5,3,0,868,17,94,,, +archefr01,1936,1,PHA,AL,2,3,6,5,2,0,0,110,41,26,3,15,9,0.28,6.38,,0,3,0,164,1,28,,, +aukerel01,1936,1,DET,AL,13,16,35,31,14,2,0,646,263,117,11,83,66,0.3,4.89,,1,3,0,970,1,140,,, +babicjo01,1936,1,BSN,NL,0,0,3,0,0,0,0,18,11,7,1,6,1,0.44,10.5,,0,1,0,33,2,8,,, +bakerto01,1936,1,BRO,NL,1,8,35,8,2,0,2,263,98,46,3,48,35,0.28,4.72,,7,2,1,401,15,56,,, +bauerru01,1936,1,PIT,NL,0,0,1,1,0,0,0,4,2,5,0,4,0,0.5,33.75,,0,0,0,11,0,5,,, +bengera01,1936,1,BSN,NL,7,9,21,19,2,0,0,345,161,74,6,38,32,0.33,5.79,,1,1,0,527,1,79,,, +bengera01,1936,2,PHI,NL,1,4,15,6,0,0,1,137,70,24,3,19,13,0.35,4.73,,1,0,0,221,6,35,,, +bertrle01,1936,1,PHI,NL,0,0,1,0,0,0,0,6,3,2,1,2,1,0.33,9,,0,0,0,11,1,2,,, +birkora01,1936,1,PIT,NL,7,5,34,13,2,0,0,328,130,57,4,41,44,0.29,4.69,,1,5,0,495,14,73,,, +blaehge01,1936,1,CLE,AL,8,4,35,16,6,1,0,403,158,76,21,47,30,0.29,5.09,,2,3,0,595,8,83,,, +blancal01,1936,1,BSN,NL,0,1,11,0,0,0,1,48,20,11,1,8,4,0.3,6.19,,0,1,0,77,5,15,,, +blantcy01,1936,1,PIT,NL,13,15,44,32,15,4,3,707,235,92,9,55,127,0.25,3.51,,8,3,0,992,9,114,,, +bokinjo01,1936,1,WS1,AL,0,2,5,1,0,0,0,25,15,8,0,6,5,0.39,8.64,,1,0,0,44,1,8,,, +bowerst01,1936,1,BOS,AL,0,0,5,0,0,0,0,17,10,6,1,2,0,0.37,9.53,,0,0,0,29,5,7,,, +bowmajo01,1936,1,PHI,NL,9,20,40,28,12,0,1,611,243,114,14,53,80,0.28,5.04,,4,7,0,907,7,140,,, +branded01,1936,1,BRO,NL,11,13,38,29,12,1,2,702,246,91,14,65,104,0.26,3.5,,2,4,0,1006,6,105,,, +brenndo01,1936,1,CIN,NL,5,2,41,4,0,0,9,283,117,46,2,35,40,0.3,4.39,,4,1,0,424,23,60,,, +bridgto01,1936,1,DET,AL,23,11,39,38,26,5,0,884,289,118,21,115,175,0.25,3.6,,6,5,1,1272,1,141,,, +broacjo01,1936,1,NYA,AL,12,7,37,27,12,1,3,618,235,97,16,66,84,0.28,4.24,,1,0,0,903,6,110,,, +brownbo02,1936,1,BSN,NL,0,2,2,2,0,0,0,25,10,5,1,3,5,0.27,5.4,,0,0,0,39,0,5,,, +browncl01,1936,1,CHA,AL,6,2,38,2,0,0,5,249,106,46,5,24,19,0.31,4.99,,3,3,0,369,29,50,,, +brownju01,1936,1,NYA,AL,1,4,20,3,0,0,1,192,93,42,4,29,19,0.35,5.91,,3,0,0,302,8,47,,, +brownll01,1936,1,CLE,AL,8,10,24,16,12,1,1,421,166,65,13,45,34,0.29,4.17,,5,3,0,622,5,78,,, +brownma01,1936,1,PIT,NL,10,11,47,10,3,0,3,495,178,71,8,55,56,0.27,3.87,,5,1,0,717,21,89,,, +bryancl01,1936,1,CHN,NL,1,2,26,0,0,0,0,172,57,21,0,24,35,0.25,3.3,,1,2,0,251,16,25,,, +bullore01,1936,1,PHA,AL,0,2,12,2,0,0,0,50,19,26,0,37,7,0.27,14.04,,5,0,0,108,3,32,,, +burkael01,1936,1,PHI,NL,0,0,2,2,0,0,0,23,4,3,0,12,2,0.16,3.52,,0,0,0,37,0,3,,, +bushgu01,1936,1,PIT,NL,1,3,16,0,0,0,2,104,49,23,3,11,10,0.33,5.97,,1,0,0,161,11,28,,, +bushgu01,1936,2,BSN,NL,4,5,15,11,5,0,0,271,98,34,2,20,28,0.28,3.39,,3,0,0,375,3,38,,, +butchma01,1936,1,BRO,NL,6,6,38,15,5,0,2,443,154,65,11,59,55,0.26,3.96,,2,1,1,643,10,85,,, +cainsu01,1936,1,SLA,AL,1,1,4,3,1,0,0,49,20,12,0,9,8,0.28,6.61,,0,0,0,79,0,13,,, +cainsu01,1936,2,CHA,AL,14,10,30,26,14,1,0,586,228,103,18,75,42,0.29,4.75,,1,5,0,864,2,112,,, +caldwea01,1936,1,SLA,AL,7,16,41,25,10,2,2,567,252,126,15,83,59,0.31,6,,3,15,1,900,9,146,,, +cantwbe01,1936,1,BSN,NL,9,9,34,12,4,0,2,400,127,45,8,35,42,0.25,3.04,,2,4,0,556,20,55,,, +carlete01,1936,1,CHN,NL,14,10,35,26,12,4,1,592,204,80,14,67,88,0.26,3.65,,4,6,0,848,9,85,,, +cascajo01,1936,1,BOS,AL,0,2,10,1,0,0,0,62,27,16,0,9,7,0.32,6.97,,0,0,0,91,5,16,,, +cascajo01,1936,2,WS1,AL,9,8,22,16,7,1,1,418,147,63,7,54,34,0.27,4.07,,4,6,0,604,4,66,,, +castlsl01,1936,1,NY1,NL,4,7,29,12,2,1,1,335,148,70,6,56,54,0.32,5.64,,4,5,0,529,9,80,,, +chaplti01,1936,1,BSN,NL,10,15,40,31,14,0,2,695,273,106,21,62,86,0.29,4.12,,5,3,0,1003,6,131,,, +chaseke01,1936,1,WS1,AL,0,0,1,0,0,0,0,7,2,3,0,4,1,0.25,11.57,,0,0,0,12,0,3,,, +cheliit01,1936,1,CHA,AL,4,3,18,6,5,0,0,251,100,46,8,30,16,0.29,4.95,,0,0,0,378,6,51,,, +clarkwa02,1936,1,BRO,NL,7,11,33,16,1,1,2,360,162,59,11,28,28,0.31,4.43,,1,0,0,548,7,73,,, +coffmdi01,1936,1,NY1,NL,7,5,42,2,0,0,7,305,119,44,7,23,26,0.29,3.9,,3,2,0,437,24,53,,, +cohensy01,1936,1,WS1,AL,0,2,19,1,0,0,1,108,44,21,4,14,21,0.3,5.25,,1,3,2,165,10,27,,, +coppohe01,1936,1,WS1,AL,0,0,6,0,0,0,1,42,17,7,1,12,2,0.31,4.5,,2,0,0,69,3,9,,, +coxbi01,1936,1,SLN,NL,0,0,2,0,0,0,0,8,4,2,0,1,1,0.33,6.75,,0,0,0,15,1,5,,, +crowdal01,1936,1,DET,AL,4,3,9,7,1,0,0,132,64,41,5,21,10,0.34,8.39,,2,0,0,211,1,42,,, +daviscu01,1936,1,PHI,NL,2,4,10,8,3,0,0,181,71,31,6,19,18,0.29,4.62,,1,1,0,268,2,37,,, +daviscu01,1936,2,CHN,NL,11,9,24,20,10,0,1,459,146,51,11,31,52,0.25,3,,2,1,0,619,3,60,,, +davispe01,1936,1,CIN,NL,8,8,26,15,5,0,5,377,139,50,7,36,32,0.28,3.58,,2,2,0,545,10,62,,, +deandi01,1936,1,SLN,NL,24,13,51,34,28,2,11,945,310,111,21,53,195,0.25,3.17,,4,3,0,1303,17,128,,, +deanpa01,1936,1,SLN,NL,5,5,17,14,5,0,1,276,113,47,3,20,28,0.3,4.6,,0,1,1,406,3,57,,, +derripa01,1936,1,CIN,NL,19,19,51,37,13,2,5,847,331,126,11,42,121,0.28,4.02,,6,4,2,1207,10,147,,, +deshoji01,1936,1,WS1,AL,18,10,34,31,16,2,2,671,255,115,11,96,59,0.28,4.63,,8,3,1,1003,3,135,,, +dickmem01,1936,1,BOS,AL,0,0,1,0,0,0,0,3,2,1,0,1,2,0.4,9,,1,0,0,6,1,2,,, +dietrbi01,1936,1,PHA,AL,4,6,21,4,0,0,3,215,91,52,4,40,34,0.3,6.53,,4,0,0,344,13,55,,, +dietrbi01,1936,2,WS1,AL,0,1,5,0,0,0,0,25,13,9,0,6,4,0.35,9.72,,0,0,0,44,2,11,,, +dietrbi01,1936,3,CHA,AL,4,4,14,11,6,1,0,248,93,43,8,36,39,0.28,4.68,,2,1,0,368,1,50,,, +dollar01,1936,1,BSN,NL,0,1,1,1,0,0,0,24,11,3,1,2,2,0.35,3.38,,0,1,0,35,0,3,,, +doyleca01,1936,1,PHA,AL,0,3,8,6,1,0,0,116,66,47,4,29,12,0.36,10.94,,7,5,2,214,2,53,,, +earnsge01,1936,1,BRO,NL,4,9,19,13,4,1,1,279,113,55,7,30,40,0.29,5.32,,1,3,0,418,4,63,,, +earnsge01,1936,2,SLN,NL,2,1,20,6,1,0,1,173,80,41,4,20,28,0.33,6.4,,2,3,0,267,7,43,,, +eisenha01,1936,1,BRO,NL,1,2,5,2,1,0,0,43,22,9,1,6,5,0.34,5.65,,0,0,0,71,2,17,,, +evansre01,1936,1,CHA,AL,0,3,17,0,0,0,1,142,70,40,4,22,19,0.33,7.61,,1,0,0,238,12,46,,, +fellebo01,1936,1,CLE,AL,5,3,14,8,5,0,1,186,52,23,1,47,76,0.22,3.34,,8,4,3,279,5,29,,, +ferrewe01,1936,1,BOS,AL,20,15,39,38,28,3,0,903,330,140,11,119,106,0.27,4.19,,3,6,0,1341,1,160,,, +finkhe01,1936,1,PHA,AL,8,16,34,24,9,0,3,566,222,113,18,78,53,0.29,5.39,,2,0,2,849,7,126,,, +fitzsfr01,1936,1,NY1,NL,10,7,28,17,7,0,2,423,147,52,6,39,35,0.27,3.32,,1,0,0,587,9,58,,, +flythst01,1936,1,PHA,AL,0,0,17,3,0,0,0,118,49,57,4,61,14,0.3,13.04,,16,3,1,229,9,63,,, +fordbi01,1936,1,BSN,NL,0,0,1,0,0,0,0,0,0,2,0,3,0,,,,0,0,0,3,0,2,,, +fordge02,1936,1,BSN,NL,0,0,1,0,0,0,0,6,2,1,0,0,0,0.25,4.5,,0,0,0,8,0,1,,, +frankfr02,1936,1,BRO,NL,13,10,41,31,9,1,2,703,236,95,18,89,84,0.25,3.65,,4,3,0,1026,9,112,,, +freitto01,1936,1,CIN,NL,0,2,4,0,0,0,0,21,6,1,0,2,1,0.24,1.29,,0,0,0,28,1,2,,, +frencla01,1936,1,CHN,NL,18,9,43,28,16,4,3,757,262,95,16,54,104,0.26,3.39,,1,6,0,1055,8,103,,, +freybe01,1936,1,CIN,NL,10,8,31,12,5,0,0,394,164,62,5,30,20,0.29,4.25,,1,0,0,589,12,73,,, +gablefr01,1936,1,NY1,NL,9,8,43,14,5,0,6,485,170,56,11,34,46,0.27,3.12,,1,3,0,668,21,62,,, +galatmi01,1936,1,CLE,AL,0,0,1,0,0,0,0,18,7,3,0,5,3,0.29,4.5,,0,0,0,29,1,3,,, +galehde01,1936,1,CLE,AL,8,7,36,15,5,0,1,445,161,80,5,68,71,0.28,4.85,,4,2,1,654,11,86,,, +gomezle01,1936,1,NYA,AL,13,7,31,30,10,0,0,566,184,92,6,122,105,0.25,4.39,,2,1,0,858,1,104,,, +grissle01,1936,1,CIN,NL,1,1,6,4,0,0,0,73,33,17,1,9,13,0.32,6.29,,1,0,0,113,1,18,,, +grovele01,1936,1,BOS,AL,17,12,35,30,22,6,2,760,237,79,14,65,130,0.24,2.81,,0,4,0,1049,3,90,,, +gumbeha01,1936,1,NY1,NL,11,3,39,15,3,0,0,422,157,61,7,54,52,0.28,3.9,,4,2,0,621,10,77,,, +gumpera01,1936,1,PHA,AL,1,2,22,3,2,0,2,187,74,33,2,32,9,0.29,4.76,,1,0,1,286,12,42,,, +hadlebu01,1936,1,NYA,AL,14,4,31,17,8,1,1,521,194,84,12,89,74,0.28,4.35,,8,1,0,780,8,97,,, +haineje01,1936,1,SLN,NL,7,5,25,9,4,0,1,298,110,43,4,21,19,0.28,3.9,,3,1,0,418,9,44,,, +hallabi01,1936,1,SLN,NL,2,2,9,6,1,0,0,111,58,26,4,17,16,0.36,6.32,,2,0,1,180,1,28,,, +hallabi01,1936,2,CIN,NL,5,9,23,19,5,2,0,405,150,65,3,57,32,0.28,4.33,,9,1,0,598,1,78,,, +hardeme01,1936,1,CLE,AL,15,15,36,30,13,0,1,674,294,129,13,71,84,0.31,5.17,,4,6,0,1031,6,155,,, +harrihe01,1936,1,PHI,NL,0,0,4,0,0,0,0,21,14,8,0,5,0,0.43,10.29,,0,1,0,39,3,8,,, +henryji01,1936,1,BOS,AL,5,1,21,8,2,0,0,229,75,39,10,40,36,0.25,4.6,,1,2,1,340,4,43,,, +henshro01,1936,1,CHN,NL,6,5,39,14,6,2,1,388,152,57,8,56,69,0.29,3.97,,2,5,0,585,10,67,,, +heussed01,1936,1,SLN,NL,7,3,42,3,0,0,3,313,130,63,6,38,26,0.31,5.43,,6,4,0,473,14,73,,, +hilchwh01,1936,1,CIN,NL,1,2,14,1,0,0,0,105,44,24,3,14,10,0.29,6.17,,0,1,0,163,8,31,,, +hildeor01,1936,1,CLE,AL,10,11,36,21,9,0,4,524,197,95,10,83,65,0.28,4.9,,2,4,0,796,12,107,,, +hogsech01,1936,1,DET,AL,0,1,3,0,0,0,0,12,8,4,1,1,1,0.4,9,,0,0,0,22,2,7,,, +hogsech01,1936,2,SLA,AL,13,15,39,29,10,0,1,646,278,132,15,90,67,0.31,5.52,,7,15,0,1009,4,153,,, +hollial01,1936,1,CIN,NL,9,10,29,25,9,0,0,552,204,85,4,66,76,0.28,4.16,,1,5,1,809,2,97,,, +hoytwa01,1936,1,PIT,NL,7,5,22,9,6,0,1,350,115,35,5,20,37,0.25,2.7,,0,3,0,483,10,44,,, +hubbeca01,1936,1,NY1,NL,26,6,42,34,25,3,3,912,265,78,7,57,123,0.23,2.31,,3,5,0,1202,6,81,,, +hudliwi01,1936,1,CLE,AL,1,5,27,7,1,0,0,192,112,64,1,31,20,0.39,9,,3,2,0,325,5,74,,, +jakucsi01,1936,1,SLA,AL,0,3,7,2,0,0,0,62,32,20,2,12,9,0.34,8.71,,1,1,0,108,3,22,,, +jeffcge01,1936,1,BRO,NL,5,6,40,5,3,0,3,287,84,48,7,63,46,0.23,4.52,,2,8,2,432,18,58,,, +johnsha01,1936,1,PHA,AL,0,2,3,3,0,0,0,35,16,10,4,10,6,0.29,7.71,,0,1,0,65,0,16,,, +johnssi01,1936,1,CIN,NL,0,0,2,0,0,0,0,12,7,6,1,0,2,0.36,13.5,,1,0,0,19,2,6,,, +johnssi01,1936,2,SLN,NL,5,3,12,9,3,1,0,185,82,30,4,11,21,0.31,4.38,,0,1,0,275,3,30,,, +johnssy01,1936,1,PHI,NL,5,7,39,8,1,0,7,333,129,53,10,29,48,0.28,4.3,,1,3,0,485,19,60,,, +jorgeor01,1936,1,PHI,NL,8,8,39,21,4,0,0,502,196,89,16,69,58,0.29,4.79,,7,7,0,765,6,110,,, +kardopa01,1936,1,CLE,AL,0,0,2,0,0,0,0,6,1,1,0,2,0,0.16,4.5,,0,0,0,9,2,1,,, +kelleha01,1936,1,PHA,AL,15,12,35,27,20,1,3,706,250,101,21,75,82,0.27,3.86,,8,2,0,1002,8,112,,, +kelleha02,1936,1,PHI,NL,0,5,14,4,1,0,0,132,60,26,2,29,13,0.33,5.32,,1,3,0,217,6,38,,, +kenneve01,1936,1,CHA,AL,21,9,35,34,20,1,0,823,282,141,13,147,99,0.26,4.63,,8,3,0,1214,1,167,,, +kimbeha01,1936,1,SLA,AL,0,0,13,0,0,0,0,60,24,12,3,16,4,0.29,5.4,,1,0,0,98,9,13,,, +kimsech01,1936,1,DET,AL,2,3,22,0,0,0,3,156,58,28,2,29,11,0.28,4.85,,6,1,0,238,17,36,,, +kleinte01,1936,1,NYA,AL,1,1,19,0,0,0,1,88,36,19,0,23,10,0.3,5.83,,1,0,0,145,10,25,,, +knottja01,1936,1,SLA,AL,9,17,47,23,9,0,6,578,272,156,15,93,60,0.33,7.29,,11,4,2,929,16,174,,, +kowalfa01,1936,1,CHN,NL,0,2,6,0,0,0,1,48,24,12,1,7,1,0.35,6.75,,1,0,0,75,4,12,,, +kowalfa01,1936,2,PHI,NL,1,5,22,8,2,0,0,231,100,46,5,31,19,0.3,5.38,,1,2,0,365,9,57,,, +kowalfa01,1936,3,BSN,NL,0,1,1,1,1,0,0,27,18,8,0,2,0,0.41,8,,0,0,0,47,0,8,,, +lannijo01,1936,1,BSN,NL,7,11,28,20,3,1,0,459,154,62,9,55,33,0.26,3.65,,3,0,1,649,5,75,,, +lawsoro01,1936,1,DET,AL,8,6,41,8,3,0,3,384,139,78,13,71,34,0.28,5.48,,3,4,0,578,16,87,,, +leebi02,1936,1,CHN,NL,18,11,43,33,20,4,1,776,238,95,14,93,102,0.24,3.31,,6,3,0,1081,4,106,,, +leeth01,1936,1,CLE,AL,3,5,43,8,2,0,3,381,138,69,2,67,49,0.27,4.89,,3,2,2,584,13,86,,, +leonadu02,1936,1,BRO,NL,0,0,16,0,0,0,1,96,34,13,2,5,8,0.26,3.66,,1,0,0,139,9,18,,, +liebedu01,1936,1,PHA,AL,0,1,3,0,0,0,0,35,17,10,0,6,1,0.36,7.71,,0,0,0,54,0,11,,, +liebhgl02,1936,1,SLA,AL,0,0,24,0,0,0,0,166,98,54,4,27,20,0.37,8.78,,2,2,0,291,12,58,,, +linkeed01,1936,1,WS1,AL,1,5,13,6,1,0,0,156,73,41,4,14,11,0.33,7.1,,3,0,0,240,4,46,,, +lisenho01,1936,1,PHA,AL,1,7,19,7,4,0,0,257,115,59,9,24,17,0.32,6.2,,1,0,0,387,10,69,,, +lucasre01,1936,1,PIT,NL,15,4,27,22,12,0,0,527,178,62,7,26,53,0.25,3.18,,1,3,0,729,5,70,,, +lyonste01,1936,1,CHA,AL,10,13,26,24,15,1,0,546,227,104,21,45,48,0.3,5.14,,1,3,0,804,2,115,,, +macfada01,1936,1,BSN,NL,17,13,37,31,21,2,0,800,268,85,5,66,86,0.25,2.87,,4,5,0,1114,3,97,,, +mahafro01,1936,1,SLA,AL,2,6,21,9,1,0,1,180,82,54,6,40,13,0.31,8.1,,5,1,0,304,5,62,,, +malonpa02,1936,1,NYA,AL,12,4,35,9,5,0,9,404,144,57,4,60,72,0.27,3.81,,5,4,0,604,25,60,,, +marbefi01,1936,1,NY1,NL,0,0,1,0,0,0,0,1,1,0,0,0,0,0.5,0,,0,0,0,3,0,1,,, +marbefi01,1936,2,WS1,AL,0,2,5,1,0,0,0,42,11,6,2,3,4,0.2,3.86,,0,1,0,58,3,7,,, +marcujo01,1936,1,BOS,AL,8,13,31,23,9,1,1,522,194,93,14,52,57,0.28,4.81,,3,0,1,750,7,100,,, +martipe01,1936,1,SLN,NL,0,0,1,0,0,0,0,6,1,0,0,2,0,0.2,0,,0,0,0,7,1,0,,, +matuzha01,1936,1,PHA,AL,0,1,6,1,0,0,0,45,21,12,0,4,8,0.31,7.2,,1,0,0,71,3,14,,, +mccloji01,1936,1,BSN,NL,0,0,4,1,0,0,0,24,14,10,1,3,2,0.37,11.25,,0,1,0,42,2,10,,, +mcgeebi01,1936,1,SLN,NL,1,1,7,2,0,0,0,48,23,14,3,4,8,0.35,7.88,,2,0,0,70,1,14,,, +meolami01,1936,1,SLA,AL,0,1,9,0,0,0,0,58,29,20,0,13,6,0.35,9.31,,1,1,0,95,6,20,,, +meolami01,1936,2,BOS,AL,0,2,6,3,1,0,1,64,29,13,0,10,8,0.32,5.48,,1,1,0,105,2,17,,, +milnaal01,1936,1,CLE,AL,1,2,4,3,1,0,0,66,26,18,0,18,9,0.28,7.36,,1,0,0,111,0,20,,, +moorede01,1936,1,CIN,NL,0,0,2,1,0,0,0,21,3,0,0,2,3,0.12,0,,0,0,0,27,1,1,,, +mooreeu01,1936,1,PHI,NL,2,3,20,5,1,0,1,163,76,42,4,12,19,0.31,6.96,,2,1,0,259,10,50,,, +moorewh01,1936,1,CIN,NL,1,0,1,0,0,0,0,15,3,3,0,3,4,0.16,5.4,,0,0,0,21,0,3,,, +mootyja01,1936,1,CIN,NL,0,0,8,0,0,0,1,41,10,6,0,4,11,0.2,3.95,,2,0,0,53,6,6,,, +mulcahu01,1936,1,PHI,NL,1,1,3,2,2,0,0,68,20,8,0,12,2,0.23,3.18,,0,2,0,100,0,8,,, +mungova01,1936,1,BRO,NL,18,19,45,37,22,2,3,935,275,116,8,118,238,0.23,3.35,,10,3,0,1313,8,137,,, +munnsle01,1936,1,SLN,NL,0,3,7,1,0,0,1,72,23,8,2,12,4,0.24,3,,2,0,0,109,5,18,,, +murphjo04,1936,1,NYA,AL,9,3,27,5,2,0,5,264,90,33,5,36,34,0.26,3.38,,1,1,0,382,12,38,,, +murraam01,1936,1,BSN,NL,0,0,4,1,0,0,0,33,15,5,1,3,2,0.31,4.09,,0,0,0,51,1,5,,, +naktepe01,1936,1,PHA,AL,0,1,7,1,0,0,0,56,24,26,2,27,18,0.32,12.54,,2,2,0,104,3,26,,, +nelsoem01,1936,1,CIN,NL,1,0,6,1,0,0,0,51,24,6,1,4,3,0.33,3.18,,0,1,0,78,3,8,,, +newsobo01,1936,1,WS1,AL,17,15,43,38,24,4,2,857,294,137,13,146,156,0.26,4.32,,8,3,1,1258,3,160,,, +olsonte01,1936,1,BOS,AL,1,1,5,3,1,0,0,55,24,15,3,8,5,0.32,7.36,,2,0,0,85,1,16,,, +osborwa01,1936,1,BSN,NL,1,1,5,3,0,0,0,60,31,13,1,9,8,0.35,5.85,,0,0,0,98,1,13,,, +osterfr01,1936,1,BOS,AL,10,16,43,23,7,1,2,542,210,98,8,84,90,0.28,4.88,,8,3,0,826,14,115,,, +parmero01,1936,1,SLN,NL,11,11,37,28,9,0,2,663,226,112,13,107,79,0.27,4.56,,8,10,0,971,6,125,,, +passecl01,1936,1,PHI,NL,11,15,49,21,8,2,3,652,247,84,7,55,85,0.28,3.48,,1,4,0,955,22,118,,, +pearsmo01,1936,1,NYA,AL,19,7,33,31,15,1,1,669,191,92,13,135,118,0.23,3.71,,6,3,0,965,2,99,,, +pezzupr01,1936,1,PHI,NL,0,0,1,0,0,0,0,6,1,1,0,6,0,0.16,4.5,,0,0,0,12,0,1,,, +phebubi01,1936,1,WS1,AL,0,0,2,1,0,0,0,22,4,2,1,4,4,0.11,2.45,,0,1,0,40,0,6,,, +phelpra01,1936,1,CHA,AL,4,6,15,4,2,0,0,206,91,46,9,42,17,0.33,6.03,,2,2,0,326,6,54,,, +phillre01,1936,1,DET,AL,2,4,22,6,3,0,0,262,124,63,12,22,15,0.33,6.49,,1,0,0,399,11,67,,, +pippeco01,1936,1,SLN,NL,0,2,6,3,0,0,0,63,37,18,5,8,8,0.4,7.71,,1,2,0,105,0,18,,, +poindje01,1936,1,BOS,AL,0,2,3,3,0,0,0,32,13,8,0,16,2,0.3,6.75,,3,0,0,60,0,11,,, +pottene01,1936,1,SLN,NL,0,0,1,0,0,0,0,3,0,0,0,0,0,0,0,,0,0,0,3,1,0,,, +reisbo01,1936,1,BSN,NL,6,5,35,5,3,0,0,416,152,69,7,74,25,0.28,4.48,,3,5,0,637,24,77,,, +rhemfl01,1936,1,SLN,NL,2,1,10,4,0,0,0,80,49,20,2,9,7,0.4,6.75,,0,0,0,133,3,26,,, +rhodego01,1936,1,PHA,AL,9,20,35,28,13,1,1,649,266,138,26,102,61,0.3,5.74,,3,2,0,997,4,162,,, +rootch01,1936,1,CHN,NL,3,6,33,4,0,0,1,221,81,34,3,20,32,0.28,4.15,,0,2,0,315,15,34,,, +rossbu02,1936,1,PHA,AL,9,14,30,27,12,1,0,602,253,130,17,83,47,0.3,5.83,,10,0,0,927,1,146,,, +rowesc01,1936,1,DET,AL,19,10,41,35,19,4,3,736,266,123,15,64,115,0.27,4.51,,5,2,1,1046,5,134,,, +ruffire01,1936,1,NYA,AL,20,12,33,33,25,3,0,813,274,116,22,90,102,0.26,3.85,,7,3,0,1151,0,133,,, +russeja01,1936,1,WS1,AL,3,2,18,5,1,0,3,149,66,35,3,25,6,0.31,6.34,,2,0,0,238,8,46,,, +russeja01,1936,2,BOS,AL,0,3,23,2,0,0,0,120,57,25,2,16,9,0.34,5.63,,1,0,0,187,7,27,,, +rybami01,1936,1,SLN,NL,5,1,14,0,0,0,0,135,55,27,3,16,25,0.29,5.4,,1,2,0,211,9,33,,, +schotge01,1936,1,CIN,NL,11,11,31,22,8,0,1,540,184,76,7,73,65,0.26,3.8,,4,4,0,797,7,93,,, +schumha02,1936,1,NY1,NL,11,13,35,30,9,3,1,646,234,83,15,69,75,0.28,3.47,,9,1,0,922,5,103,,, +shorebi01,1936,1,CHA,AL,0,0,9,0,0,0,0,51,26,18,1,8,5,0.35,9.53,,0,0,0,84,7,18,,, +shouncl01,1936,1,CHN,NL,0,0,4,0,0,0,0,13,3,6,0,6,1,0.2,12.46,,1,0,0,21,1,6,,, +sivespe01,1936,1,PHI,NL,3,4,17,6,2,0,0,195,84,33,6,36,22,0.31,4.57,,1,1,1,314,7,40,,, +smithal03,1936,1,NY1,NL,14,13,43,30,9,4,2,628,217,88,16,69,89,0.27,3.78,,4,4,0,871,10,116,,, +smithbo02,1936,1,BSN,NL,6,7,35,11,5,2,8,408,142,57,3,35,36,0.26,3.77,,0,1,0,582,20,65,,, +smithed04,1936,1,PHA,AL,1,1,2,2,2,0,0,57,22,4,3,8,7,0.27,1.89,,0,0,0,88,0,10,,, +sorrevi01,1936,1,DET,AL,6,7,30,14,5,1,3,394,153,77,9,64,37,0.29,5.28,,2,2,0,596,10,86,,, +stinele01,1936,1,CIN,NL,3,8,40,13,5,1,2,365,157,68,6,41,26,0.31,5.03,,3,8,1,559,17,79,,, +stratmo01,1936,1,CHA,AL,5,7,16,14,3,0,0,285,117,55,8,46,37,0.3,5.21,,3,1,0,434,2,66,,, +sullijo05,1936,1,DET,AL,2,5,26,4,1,0,1,239,111,60,4,40,32,0.33,6.78,,3,2,0,382,12,70,,, +sundrst01,1936,1,NYA,AL,0,0,1,0,0,0,0,6,2,0,0,2,1,0.28,0,,0,0,0,9,1,0,,, +swiftbi01,1936,1,PIT,NL,16,16,45,31,17,0,2,787,275,117,18,63,92,0.26,4.01,,3,5,0,1123,13,132,,, +thomato02,1936,1,SLA,AL,11,9,36,21,8,1,0,539,219,105,25,72,40,0.29,5.26,,4,4,1,824,7,132,,, +tietjle01,1936,1,CHA,AL,0,0,2,0,0,0,0,7,6,7,0,5,3,0.46,27,,1,0,0,18,1,7,,, +tietjle01,1936,2,SLA,AL,3,5,14,7,2,0,0,151,65,37,2,30,16,0.31,6.62,,3,2,0,247,3,44,,, +tisinja01,1936,1,PIT,NL,1,3,10,6,1,0,0,141,52,22,5,24,27,0.27,4.21,,0,0,0,219,0,26,,, +turbege01,1936,1,PHA,AL,2,5,12,6,2,0,0,131,42,31,6,32,10,0.25,6.39,,5,6,0,202,6,36,,, +uhlege01,1936,1,CLE,AL,0,1,7,0,0,0,0,38,26,12,2,5,5,0.41,8.53,,0,0,0,67,5,12,,, +upchuwo01,1936,1,PHA,AL,0,2,7,2,1,0,0,67,36,24,7,14,6,0.35,9.67,,1,0,0,116,4,27,,, +vanatru01,1936,1,SLA,AL,4,7,52,9,2,0,2,368,164,90,9,68,59,0.32,6.6,,3,2,0,591,20,101,,, +wadeja01,1936,1,DET,AL,4,5,13,11,4,1,0,235,93,46,7,52,30,0.29,5.29,,4,1,0,371,2,60,,, +walberu01,1936,1,BOS,AL,5,4,24,9,5,0,0,301,98,49,7,36,49,0.25,4.4,,0,1,0,424,7,53,,, +walkebi01,1936,1,SLN,NL,5,6,21,13,4,1,1,239,106,52,5,27,22,0.31,5.87,,2,2,0,375,3,62,,, +walkuji02,1936,1,SLA,AL,0,3,5,2,0,0,0,47,20,14,0,6,5,0.3,8.04,,1,0,0,72,2,17,,, +waltebu01,1936,1,PHI,NL,11,21,40,33,15,4,0,774,284,122,11,115,66,0.27,4.26,,7,5,0,1159,3,146,,, +warnelo01,1936,1,CHN,NL,16,13,40,29,13,4,1,721,246,92,10,76,113,0.26,3.45,,5,4,0,1024,7,108,,, +weafeke01,1936,1,BSN,NL,0,0,1,0,0,0,0,9,6,4,1,3,0,0.37,12,,0,0,0,19,0,4,,, +weaveji01,1936,1,PIT,NL,14,8,38,31,11,1,0,677,239,108,12,74,108,0.27,4.31,,6,1,1,972,2,125,,, +weavemo01,1936,1,WS1,AL,6,4,26,5,3,0,1,273,92,44,3,38,15,0.26,4.35,,2,0,0,398,17,57,,, +weirro01,1936,1,BSN,NL,4,3,12,7,3,2,0,172,53,18,0,24,29,0.24,2.83,,0,0,0,245,2,23,,, +welchjo01,1936,1,BOS,AL,2,1,9,3,1,0,0,98,43,20,4,8,9,0.3,5.51,,0,0,0,151,1,24,,, +welchjo01,1936,2,PIT,NL,0,0,9,1,0,0,1,66,22,11,3,6,5,0.26,4.5,,2,0,0,92,4,12,,, +whiteea01,1936,1,WS1,AL,14,11,28,28,14,0,0,637,252,115,17,89,63,0.29,4.87,,4,2,0,955,0,124,,, +whitejo02,1936,1,CHA,AL,13,13,34,32,15,1,1,692,254,119,9,98,70,0.27,4.64,,10,5,0,1035,1,137,,, +wickeke01,1936,1,NYA,AL,1,2,7,0,0,0,0,60,31,17,2,11,5,0.35,7.65,,0,0,0,100,5,18,,, +wilshwh01,1936,1,PHA,AL,1,2,5,3,0,0,0,55,21,14,1,19,4,0.28,6.87,,1,0,1,94,0,17,,, +wilsoja01,1936,1,BOS,AL,6,8,43,9,2,0,3,409,152,67,4,86,74,0.28,4.42,,7,1,1,630,19,83,,, +winegra01,1936,1,CLE,AL,0,0,9,0,0,0,0,44,18,8,0,6,3,0.29,4.91,,0,0,1,68,6,9,,, +winfoji01,1936,1,SLN,NL,11,10,39,23,10,1,3,576,203,81,10,68,72,0.26,3.8,,8,5,0,843,6,90,,, +winstha01,1936,1,BRO,NL,1,3,14,0,0,0,0,97,40,22,2,16,8,0.3,6.12,,0,1,0,154,9,27,,, +wyattwh01,1936,1,CHA,AL,0,0,3,0,0,0,1,9,3,0,0,0,0,0.27,0,,0,0,0,11,3,0,,, +zachato01,1936,1,BRO,NL,0,0,1,0,0,0,0,1,2,2,0,1,0,1,54,,0,0,0,4,0,2,,, +zachato01,1936,2,PHI,NL,0,3,7,2,0,0,1,61,28,18,2,11,8,0.32,7.97,,0,0,0,100,2,20,,, +zuberbi01,1936,1,CLE,AL,1,1,2,2,1,0,0,41,14,10,0,15,5,0.26,6.59,,0,0,0,67,0,11,,, +allenbo03,1937,1,PHI,NL,0,1,3,1,0,0,0,36,18,9,2,8,8,0.32,6.75,,0,0,0,64,1,12,,, +allenjo02,1937,1,CLE,AL,15,1,24,20,14,0,0,519,157,49,4,60,87,0.24,2.55,,2,5,0,713,4,55,,, +anderre01,1937,1,WS1,AL,0,1,2,1,0,0,0,32,11,8,0,11,3,0.28,6.75,,0,1,0,52,1,9,,, +andreiv01,1937,1,CLE,AL,3,4,20,4,1,1,0,179,76,29,3,9,16,0.31,4.37,,0,0,0,260,8,33,,, +andreiv01,1937,2,NYA,AL,3,2,11,5,3,1,1,147,49,17,2,17,17,0.25,3.12,,0,0,0,207,5,19,,, +andrena01,1937,1,SLN,NL,0,0,4,0,0,0,0,27,12,4,1,3,6,0.32,4,,1,0,0,40,0,4,,, +applepe01,1937,1,WS1,AL,8,15,35,18,7,4,2,504,167,82,16,72,62,0.26,4.39,,4,5,0,732,9,103,,, +archefr01,1937,1,PHA,AL,0,0,1,0,0,0,0,9,4,2,0,0,2,0.33,6,,0,0,0,13,0,2,,, +aukerel01,1937,1,DET,AL,17,9,39,32,19,1,1,758,250,109,13,97,73,0.26,3.88,,2,6,0,1081,6,127,,, +baeched01,1937,1,SLA,AL,0,0,3,0,0,0,0,19,13,9,3,6,3,0.41,12.79,,0,2,0,39,2,15,,, +bakerto01,1937,1,BRO,NL,0,1,7,0,0,0,0,25,14,8,1,5,2,0.37,8.64,,0,1,0,43,4,10,,, +bakerto01,1937,2,NY1,NL,1,0,13,0,0,0,0,93,30,14,0,16,11,0.26,4.06,,0,0,0,133,11,15,,, +barrere01,1937,1,CIN,NL,0,0,1,0,0,0,0,19,5,1,0,2,1,0.22,1.42,,0,0,0,24,0,1,,, +bauerru01,1937,1,PIT,NL,13,6,34,19,11,2,1,563,174,60,2,80,118,0.24,2.88,,5,4,0,807,9,70,,, +bildiem01,1937,1,SLA,AL,0,1,4,1,0,0,0,24,12,9,1,3,2,0.35,10.13,,0,0,0,37,3,9,,, +birkora01,1937,1,BRO,NL,0,2,11,1,0,0,0,89,45,22,3,9,9,0.34,6.67,,0,0,0,145,5,28,,, +blakesh01,1937,1,SLA,AL,2,2,15,1,0,0,1,110,55,31,5,20,12,0.35,7.61,,1,0,0,180,6,33,,, +blakesh01,1937,2,SLN,NL,0,3,14,2,2,0,0,131,45,18,1,18,20,0.27,3.71,,1,0,0,192,5,23,,, +blantcy01,1937,1,PIT,NL,14,12,36,34,14,4,0,728,250,89,13,76,143,0.26,3.3,,3,5,0,1034,0,115,,, +bonetju01,1937,1,SLA,AL,4,11,28,16,7,0,1,430,190,93,13,60,43,0.32,5.84,,5,2,0,663,10,103,,, +bowmajo01,1937,1,PIT,NL,8,8,30,19,7,0,1,384,161,65,11,35,38,0.3,4.57,,2,1,0,567,8,78,,, +branded01,1937,1,PIT,NL,11,10,33,25,7,2,2,529,177,61,11,67,74,0.26,3.11,,1,2,0,750,6,73,,, +brenndo01,1937,1,CIN,NL,1,1,10,0,0,0,0,48,25,12,1,10,6,0.34,6.75,,0,0,0,82,3,14,,, +brenndo01,1937,2,NY1,NL,1,0,6,0,0,0,0,28,12,7,0,9,1,0.31,6.75,,1,1,0,50,2,8,,, +bridgto01,1937,1,DET,AL,15,12,34,31,18,3,0,736,267,111,15,91,138,0.27,4.07,,4,3,1,1076,2,129,,, +broacjo01,1937,1,NYA,AL,1,4,7,6,3,0,0,132,58,23,5,17,9,0.32,4.7,,0,0,0,201,1,27,,, +browncl01,1937,1,CHA,AL,7,7,53,0,0,0,18,300,92,38,7,36,51,0.24,3.42,,1,1,0,427,48,47,,, +brownju01,1937,1,CIN,NL,1,0,4,1,0,0,0,29,16,9,0,3,4,0.39,8.38,,0,0,0,44,0,10,,, +brownju01,1937,2,NY1,NL,1,0,4,0,0,0,0,26,5,1,0,5,4,0.17,1.04,,0,0,0,35,3,2,,, +brownll01,1937,1,CLE,AL,2,6,31,5,2,0,0,231,107,56,4,27,32,0.32,6.55,,2,3,0,359,13,59,,, +brownma01,1937,1,PIT,NL,7,2,50,2,0,0,7,323,109,50,2,45,60,0.26,4.18,,3,1,0,470,27,59,,, +bryancl01,1937,1,CHN,NL,9,3,38,10,4,1,3,406,117,64,1,78,75,0.23,4.26,,5,1,1,587,16,69,,, +burkael01,1937,1,PHI,NL,0,0,7,0,0,0,0,48,20,11,0,9,4,0.32,6.19,,0,0,0,73,4,11,,, +burkebo01,1937,1,PHI,NL,0,0,2,0,0,0,0,0,1,0,0,2,0,0.5,,,0,0,0,4,0,1,,, +bushgu01,1937,1,BSN,NL,8,15,32,20,11,1,1,542,201,71,8,48,56,0.28,3.54,,0,0,0,774,7,77,,, +butchma01,1937,1,BRO,NL,11,15,39,24,8,1,0,575,203,91,12,75,57,0.28,4.27,,3,5,1,823,11,106,,, +cainsu01,1937,1,CHA,AL,4,2,18,6,1,0,0,206,88,47,7,51,17,0.32,6.16,,1,0,0,328,4,48,,, +caldwea01,1937,1,SLA,AL,0,0,9,2,0,0,0,87,39,22,3,13,8,0.31,6.83,,0,2,0,138,1,22,,, +cantwbe01,1937,1,NY1,NL,0,1,1,1,0,0,0,12,6,4,1,1,1,0.37,9,,0,0,0,18,0,4,,, +cantwbe01,1937,2,BRO,NL,0,0,13,0,0,0,0,82,32,14,1,8,12,0.28,4.61,,0,0,0,126,6,17,,, +carlete01,1937,1,CHN,NL,16,8,32,27,18,4,0,625,183,73,10,94,105,0.23,3.15,,3,4,0,889,3,80,,, +cascajo01,1937,1,WS1,AL,0,5,10,4,1,0,1,97,50,29,3,23,10,0.34,8.07,,1,1,0,170,4,41,,, +cascajo01,1937,2,CIN,NL,1,2,11,3,2,0,1,131,44,19,1,22,16,0.26,3.92,,0,0,0,193,4,24,,, +castege01,1937,1,PHA,AL,12,19,34,33,19,3,0,695,227,114,23,107,100,0.25,4.43,,2,2,0,1005,1,141,,, +castlsl01,1937,1,NY1,NL,11,6,23,23,10,2,0,481,148,59,19,33,78,0.24,3.31,,2,0,1,639,0,66,,, +chambjo02,1937,1,SLN,NL,0,0,2,0,0,0,0,6,5,4,0,2,1,0.45,18,,0,0,0,13,2,4,,, +chandsp01,1937,1,NYA,AL,7,4,12,10,6,2,0,247,79,26,8,20,31,0.25,2.84,,1,1,0,336,0,31,,, +chaseke01,1937,1,WS1,AL,4,3,14,9,4,0,0,229,74,35,4,60,43,0.25,4.13,,1,0,0,352,5,41,,, +cheliit01,1937,1,CHA,AL,0,1,4,0,0,0,0,26,15,10,2,0,3,0.4,10.38,,1,1,0,39,3,10,,, +clarkwa02,1937,1,BRO,NL,0,0,2,0,0,0,0,7,4,2,0,3,0,0.3,7.71,,0,0,0,16,2,3,,, +coffmdi01,1937,1,NY1,NL,8,3,42,1,0,0,3,240,93,27,4,31,30,0.28,3.04,,1,4,0,363,21,36,,, +coffmsl01,1937,1,DET,AL,7,5,28,5,1,0,0,303,121,49,8,39,22,0.29,4.37,,1,3,2,457,15,61,,, +cohensy01,1937,1,WS1,AL,2,4,33,0,0,0,4,165,64,19,1,17,22,0.29,3.11,,1,0,0,235,21,30,,, +coxbi01,1937,1,CHA,AL,1,0,3,2,1,1,0,38,9,1,0,5,8,0.2,0.71,,0,0,0,50,1,1,,, +crawfla01,1937,1,PHI,NL,0,0,6,0,0,0,0,18,12,10,2,1,2,0.38,15,,0,0,0,32,5,10,,, +daviscu01,1937,1,CHN,NL,10,5,28,14,8,0,1,371,138,56,7,30,32,0.28,4.08,,0,5,0,527,8,64,,, +davispe01,1937,1,CIN,NL,11,13,42,24,11,1,3,654,252,87,5,51,59,0.29,3.59,,2,2,0,918,6,105,,, +deanch01,1937,1,PHA,AL,1,0,2,1,0,0,0,27,7,4,0,6,4,0.21,4,,0,0,0,40,1,4,,, +deandi01,1937,1,SLN,NL,13,10,27,25,17,4,1,592,200,59,9,33,120,0.25,2.69,,1,2,3,818,2,76,,, +deanpa01,1937,1,SLN,NL,0,0,1,0,0,0,0,0,1,0,0,2,0,1,,,0,0,0,3,0,3,,, +derripa01,1937,1,CIN,NL,10,14,43,26,12,1,1,668,240,100,7,55,94,0.27,4.04,,0,0,0,963,12,112,,, +deshoji01,1937,1,WS1,AL,14,15,37,34,20,0,1,793,290,144,15,124,86,0.28,4.9,,3,3,1,1179,3,161,,, +dietrbi01,1937,1,CHA,AL,8,10,29,20,7,1,1,430,162,78,15,72,62,0.28,4.9,,4,0,1,653,6,93,,, +eisenha01,1937,1,BRO,NL,3,3,13,4,0,0,0,143,61,21,2,11,12,0.3,3.97,,1,1,1,214,6,28,,, +fellebo01,1937,1,CLE,AL,9,7,26,19,9,0,1,446,116,56,4,106,150,0.21,3.39,,5,2,2,651,4,68,,, +ferrewe01,1937,1,BOS,AL,3,6,12,11,5,0,0,220,111,62,14,34,31,0.34,7.61,,1,1,0,357,1,66,,, +ferrewe01,1937,2,WS1,AL,11,13,25,24,21,0,0,623,214,91,11,88,92,0.26,3.94,,1,2,0,909,1,111,,, +fettelo01,1937,1,BSN,NL,20,10,35,33,23,5,0,777,243,83,5,81,70,0.25,2.88,,2,4,1,1075,2,93,,, +finkhe01,1937,1,PHA,AL,2,1,28,3,1,0,1,240,82,36,6,35,18,0.26,4.05,,2,1,0,352,13,43,,, +fischca01,1937,1,CLE,AL,0,1,2,0,0,0,0,2,2,2,0,1,1,0.66,27,,0,0,0,5,0,2,,, +fischca01,1937,2,WS1,AL,4,5,17,11,2,0,2,216,74,35,6,31,30,0.27,4.38,,1,0,0,307,5,43,,, +fitzsfr01,1937,1,NY1,NL,2,2,6,4,1,1,0,82,28,14,3,8,13,0.27,4.61,,2,0,0,111,1,14,,, +fitzsfr01,1937,2,BRO,NL,4,8,13,13,4,0,0,272,91,43,2,32,29,0.26,4.27,,2,1,0,390,0,47,,, +frankfr02,1937,1,BRO,NL,10,13,33,26,9,1,0,538,214,85,8,78,64,0.29,4.27,,3,4,1,819,4,104,,, +frasivi01,1937,1,BSN,NL,0,0,3,0,0,0,0,24,12,5,1,1,2,0.36,5.63,,0,0,0,37,2,7,,, +frencla01,1937,1,CHN,NL,16,10,42,28,11,4,0,624,229,92,17,65,100,0.27,3.98,,5,1,0,911,5,106,,, +gablefr01,1937,1,NY1,NL,0,0,6,0,0,0,0,27,20,10,1,2,3,0.45,10,,1,0,0,48,4,14,,, +gablefr01,1937,2,BSN,NL,4,7,19,9,2,1,2,228,84,43,7,16,19,0.28,5.09,,1,0,0,317,7,45,,, +galehde01,1937,1,CLE,AL,9,14,36,29,7,0,3,602,238,102,11,83,78,0.3,4.57,,2,1,0,888,7,114,,, +gehrmpa01,1937,1,CIN,NL,0,1,2,1,0,0,0,28,11,3,0,5,1,0.28,2.89,,0,0,0,44,1,8,,, +gickge01,1937,1,CHA,AL,0,0,1,0,0,0,1,6,0,0,0,0,1,0,0,,0,0,0,6,1,0,,, +gillge01,1937,1,DET,AL,11,4,31,10,4,1,1,383,146,64,11,42,40,0.28,4.51,,2,1,0,564,18,74,,, +gomezle01,1937,1,NYA,AL,21,11,34,34,25,6,0,835,233,72,10,93,194,0.22,2.33,,2,1,0,1148,0,88,,, +gonzajo01,1937,1,BOS,AL,1,2,8,2,2,0,0,93,37,15,1,11,11,0.29,4.35,,0,0,0,140,3,16,,, +grissle01,1937,1,CIN,NL,12,17,50,30,14,5,6,671,193,81,7,93,149,0.23,3.26,,8,4,2,939,16,89,,, +grovele01,1937,1,BOS,AL,17,9,32,32,21,3,0,786,269,88,9,83,153,0.26,3.02,,5,1,0,1127,0,101,,, +gumbeha01,1937,1,NY1,NL,10,11,34,24,10,1,1,601,194,82,11,62,65,0.25,3.68,,3,4,0,847,4,92,,, +gumpera01,1937,1,PHA,AL,0,0,10,1,0,0,0,36,16,16,1,15,5,0.33,12,,2,1,0,65,5,17,,, +hadlebu01,1937,1,NYA,AL,11,8,29,25,6,0,0,535,199,105,16,83,70,0.28,5.3,,5,3,0,803,3,122,,, +haineje01,1937,1,SLN,NL,3,3,16,6,2,0,0,197,81,33,5,23,18,0.3,4.52,,1,1,0,296,4,36,,, +hallabi01,1937,1,CIN,NL,3,9,21,9,2,0,0,189,90,43,3,29,18,0.34,6.14,,1,2,0,298,7,52,,, +hamlilu01,1937,1,BRO,NL,11,13,39,25,11,1,1,557,183,74,4,48,93,0.25,3.59,,4,0,0,787,8,96,,, +hardeme01,1937,1,CLE,AL,15,12,38,30,13,0,2,701,269,111,9,86,95,0.28,4.28,,2,4,0,1038,7,127,,, +harrera01,1937,1,SLN,NL,3,7,35,15,1,1,1,290,99,63,7,59,41,0.26,5.87,,6,2,0,450,8,73,,, +hattecl01,1937,1,DET,AL,1,0,3,0,0,0,0,28,17,12,0,11,4,0.41,11.57,,0,1,0,54,0,12,,, +heintke01,1937,1,PIT,NL,1,0,1,1,1,0,0,27,6,2,0,3,4,0.2,2,,0,1,0,34,0,3,,, +hennege01,1937,1,SLA,AL,0,1,5,0,0,0,0,21,15,8,2,6,4,0.5,10.29,,1,0,0,38,4,8,,, +henryji01,1937,1,BOS,AL,1,0,3,2,1,0,0,46,15,9,2,11,8,0.26,5.28,,0,0,0,70,0,9,,, +henshro01,1937,1,BRO,NL,5,12,42,16,5,0,2,469,176,88,14,69,98,0.27,5.07,,5,4,0,715,13,110,,, +hevinjo02,1937,1,CLE,AL,8,4,40,0,0,0,5,218,92,39,6,30,35,0.31,4.83,,2,2,0,337,20,53,,, +higbeki01,1937,1,CHN,NL,1,0,1,0,0,0,0,15,4,3,1,1,2,0.18,5.4,,0,0,0,23,1,3,,, +hildeor01,1937,1,SLA,AL,8,17,30,27,12,1,1,604,228,115,18,87,75,0.28,5.14,,4,3,0,904,2,127,,, +hogsech01,1937,1,SLA,AL,6,19,37,26,8,1,2,532,245,124,19,75,68,0.32,6.29,,1,5,0,842,8,144,,, +hollial01,1937,1,CIN,NL,9,15,43,24,11,1,5,607,224,88,8,73,74,0.27,3.91,,8,2,0,895,12,108,,, +hoytwa01,1937,1,PIT,NL,1,2,11,0,0,0,2,84,31,14,3,6,21,0.27,4.5,,0,0,0,121,6,14,,, +hoytwa01,1937,2,BRO,NL,7,7,27,19,10,1,0,501,180,60,5,30,44,0.27,3.23,,2,0,0,707,4,83,,, +hubbeca01,1937,1,NY1,NL,22,8,39,32,18,4,4,785,261,93,18,55,159,0.25,3.2,,7,3,0,1087,6,108,,, +hudliwi01,1937,1,CLE,AL,12,11,35,23,10,2,2,527,213,80,8,43,31,0.29,4.1,,1,2,0,779,7,106,,, +hutchir01,1937,1,BSN,NL,4,6,31,8,1,0,0,275,99,38,4,35,29,0.28,3.73,,3,1,0,394,14,44,,, +jacobbu01,1937,1,WS1,AL,1,1,11,1,0,0,0,67,26,12,0,11,8,0.29,4.84,,2,0,0,101,8,12,,, +jeffcge01,1937,1,BRO,NL,1,3,21,3,1,1,0,163,58,31,4,27,29,0.27,5.13,,2,1,1,243,10,33,,, +johnssi01,1937,1,SLN,NL,12,12,38,21,12,1,1,577,222,71,14,43,64,0.29,3.32,,3,1,0,821,9,92,,, +johnssy01,1937,1,PHI,NL,4,10,32,15,4,0,3,414,155,77,20,22,46,0.28,5.02,,1,2,0,574,10,81,,, +jorgeor01,1937,1,PHI,NL,3,4,52,11,1,0,3,422,159,69,12,68,34,0.29,4.41,,3,5,0,621,19,83,,, +jungeke01,1937,1,CLE,AL,0,0,2,0,0,0,0,9,3,0,0,1,0,0.27,0,,0,0,0,12,2,1,,, +kalfabi01,1937,1,PHA,AL,1,0,3,1,1,0,0,36,10,4,0,10,9,0.23,3,,0,0,0,54,2,4,,, +kelleha01,1937,1,PHA,AL,13,21,41,29,14,0,0,615,267,122,16,79,68,0.3,5.36,,6,3,0,964,8,154,,, +kelleha02,1937,1,PHI,NL,2,4,27,2,1,0,0,175,72,43,3,31,20,0.3,6.63,,0,7,0,277,11,51,,, +kenneve01,1937,1,CHA,AL,14,13,32,30,15,1,0,663,238,125,16,124,114,0.27,5.09,,8,3,0,1008,2,150,,, +kimbane01,1937,1,CHN,NL,0,0,2,0,0,0,0,15,12,6,1,1,0,0.44,10.8,,0,0,0,28,1,8,,, +kimbeha01,1937,1,SLA,AL,0,2,3,2,1,0,0,46,16,4,2,9,5,0.25,2.35,,1,0,0,72,1,13,,, +kleinnu01,1937,1,SLN,NL,1,1,5,2,1,0,0,62,25,11,0,7,9,0.32,4.79,,0,0,0,87,1,14,,, +kleinte01,1937,1,CIN,NL,1,2,7,3,1,0,0,82,29,7,1,12,13,0.27,2.3,,0,1,0,121,2,13,,, +knottja01,1937,1,SLA,AL,8,18,38,22,8,0,2,574,220,104,25,91,74,0.29,4.89,,3,5,0,866,10,117,,, +kohlmjo01,1937,1,WS1,AL,1,0,2,2,1,0,0,39,15,6,0,3,3,0.28,4.15,,0,0,0,56,0,7,,, +koupalo01,1937,1,SLA,AL,4,9,26,13,6,0,0,317,150,77,10,55,24,0.33,6.56,,1,0,0,505,9,87,,, +krakajo01,1937,1,WS1,AL,4,1,5,4,3,0,0,120,33,12,0,22,18,0.22,2.7,,0,0,0,168,1,14,,, +kristho01,1937,1,SLN,NL,3,1,6,4,1,0,0,83,34,13,0,10,6,0.3,4.23,,0,0,0,123,2,13,,, +lamaswa01,1937,1,PHI,NL,15,19,50,30,10,1,4,661,255,130,24,82,135,0.29,5.31,,1,2,0,974,11,139,,, +lanahdi01,1937,1,WS1,AL,0,1,6,2,0,0,0,34,16,16,2,13,2,0.32,12.71,,2,1,0,65,3,16,,, +lannijo01,1937,1,BSN,NL,5,7,32,11,4,1,2,350,107,51,10,40,37,0.23,3.93,,3,1,0,499,13,59,,, +lawsoro01,1937,1,DET,AL,18,7,37,29,15,0,1,652,236,127,17,115,68,0.27,5.26,,6,1,1,995,5,141,,, +leebi02,1937,1,CHN,NL,14,15,42,33,17,2,3,817,289,107,14,73,108,0.27,3.54,,2,0,0,1146,5,122,,, +leeth01,1937,1,CHA,AL,12,10,30,25,13,2,0,614,209,80,17,60,80,0.26,3.52,,1,1,0,876,4,91,,, +lindsji01,1937,1,BRO,NL,0,1,20,0,0,0,2,115,43,15,4,12,15,0.29,3.52,,1,1,0,164,11,22,,, +linkeed01,1937,1,WS1,AL,6,1,36,7,0,0,3,386,158,80,11,59,61,0.3,5.6,,2,4,1,591,18,89,,, +lipscni01,1937,1,SLA,AL,0,0,3,0,0,0,0,29,13,7,3,5,1,0.33,6.52,,0,0,0,45,3,9,,, +loganbo01,1937,1,DET,AL,0,0,1,0,0,0,0,2,1,0,0,1,1,0.33,0,,0,0,0,4,0,0,,, +loganbo01,1937,2,CHN,NL,0,0,4,0,0,0,1,19,6,1,0,4,2,0.26,1.42,,0,0,0,28,3,1,,, +lohrmbi01,1937,1,NY1,NL,1,0,2,1,1,0,1,30,5,1,0,2,3,0.15,0.9,,0,0,0,35,1,1,,, +lucasre01,1937,1,PIT,NL,8,10,20,20,9,1,0,379,150,60,12,23,20,0.29,4.27,,0,1,0,549,0,69,,, +lyonste01,1937,1,CHA,AL,12,7,22,22,11,0,0,508,182,78,21,45,45,0.27,4.15,,2,1,0,706,0,86,,, +macfada01,1937,1,BSN,NL,14,14,32,32,16,2,0,738,250,80,5,60,70,0.26,2.93,,0,2,0,1015,0,96,,, +makosfr01,1937,1,NYA,AL,5,2,26,1,1,0,3,174,64,32,6,24,27,0.27,4.97,,1,0,0,265,15,42,,, +malonpa02,1937,1,NYA,AL,4,4,28,9,3,0,6,276,109,56,5,35,49,0.29,5.48,,1,4,0,420,16,65,,, +marcujo01,1937,1,BOS,AL,13,11,37,23,9,1,3,551,230,99,17,47,59,0.3,4.85,,2,2,0,808,13,104,,, +marrobu01,1937,1,BRO,NL,1,2,6,3,1,0,0,49,19,12,2,9,2,0.28,6.61,,1,0,0,76,2,13,,, +mastewa01,1937,1,PHI,NL,0,0,1,0,0,0,0,3,5,4,0,1,0,0.71,36,,0,0,0,8,1,4,,, +mcgeebi01,1937,1,SLN,NL,1,0,4,1,1,0,0,42,13,4,1,4,9,0.25,2.57,,0,1,0,57,0,4,,, +mckaiar01,1937,1,BOS,AL,8,8,36,18,3,0,2,411,152,71,7,64,66,0.27,4.66,,1,0,0,630,6,84,,, +mclaupa01,1937,1,DET,AL,0,2,10,3,0,0,0,98,39,23,3,16,8,0.29,6.34,,0,0,0,150,6,23,,, +meltocl01,1937,1,NY1,NL,20,9,46,27,14,2,7,744,216,72,9,55,142,0.23,2.61,,2,6,0,1004,14,90,,, +millebi03,1937,1,SLA,AL,0,1,1,1,0,0,0,12,7,6,1,4,1,0.38,13.5,,0,1,0,24,0,6,,, +millsle01,1937,1,SLA,AL,1,1,2,2,1,0,0,38,16,9,1,10,10,0.28,6.39,,4,0,0,66,0,13,,, +moorewh01,1937,1,CIN,NL,0,3,13,6,0,0,0,116,32,21,1,39,27,0.23,4.89,,3,4,0,181,5,22,,, +mootyja01,1937,1,CIN,NL,0,3,14,2,0,0,1,117,54,36,2,22,11,0.32,8.31,,4,0,0,191,8,39,,, +mulcahu01,1937,1,PHI,NL,8,18,56,25,9,1,3,647,256,123,17,97,54,0.29,5.13,,7,7,1,979,15,147,,, +muncrbo01,1937,1,SLA,AL,0,0,1,1,0,0,0,6,3,1,1,2,0,0.3,4.5,,0,0,0,12,0,2,,, +mungova01,1937,1,BRO,NL,9,11,25,21,14,0,3,483,136,52,3,56,122,0.22,2.91,,2,3,2,665,4,65,,, +murphjo04,1937,1,NYA,AL,13,4,39,4,0,0,10,330,121,51,7,50,36,0.27,4.17,,2,1,0,497,30,59,,, +nelsoly01,1937,1,PHA,AL,4,9,30,4,1,0,2,348,140,76,12,51,49,0.3,5.9,,1,2,0,531,21,78,,, +newsobo01,1937,1,WS1,AL,3,4,11,10,3,0,0,203,76,44,4,48,39,0.28,5.85,,2,3,0,321,0,49,,, +newsobo01,1937,2,BOS,AL,13,10,30,27,14,1,0,623,193,103,14,119,127,0.24,4.46,,4,3,1,926,2,114,,, +olsonte01,1937,1,BOS,AL,0,0,11,0,0,0,0,97,42,26,4,15,11,0.31,7.24,,0,0,0,152,6,28,,, +osterfr01,1937,1,BOS,AL,3,7,25,7,2,0,1,260,101,48,2,44,29,0.28,4.98,,1,1,0,402,9,64,,, +parmero01,1937,1,CHN,NL,7,8,33,18,8,0,0,437,165,83,13,79,55,0.28,5.13,,11,7,0,672,7,93,,, +passecl01,1937,1,PHI,NL,14,18,50,34,18,1,2,877,348,141,16,79,135,0.29,4.34,,0,5,0,1276,12,158,,, +pearsmo01,1937,1,NYA,AL,9,3,22,20,7,1,1,434,145,51,6,64,71,0.26,3.17,,2,1,0,624,2,60,,, +peterji01,1937,1,BRO,NL,0,0,3,0,0,0,0,17,8,5,3,2,4,0.33,7.94,,0,0,0,26,1,5,,, +pettile01,1937,1,PHI,NL,0,1,3,1,0,0,0,12,6,5,1,4,0,0.35,11.25,,0,0,0,21,2,5,,, +phebubi01,1937,1,WS1,AL,3,2,6,5,4,1,1,122,33,10,2,24,12,0.23,2.21,,2,2,0,172,1,13,,, +poffebo01,1937,1,DET,AL,10,5,29,16,5,0,3,412,147,71,8,79,35,0.27,4.65,,2,4,0,625,10,83,,, +reisbo01,1937,1,BSN,NL,0,0,4,0,0,0,0,15,3,1,0,5,0,0.15,1.8,,0,0,0,24,3,1,,, +rignejo01,1937,1,CHA,AL,2,5,22,4,0,0,1,272,107,50,10,46,38,0.29,4.96,,3,3,0,429,11,65,,, +rootch01,1937,1,CHN,NL,13,5,43,15,5,0,5,536,173,67,18,32,74,0.25,3.38,,2,4,0,729,20,71,,, +rossbu02,1937,1,PHA,AL,5,10,28,22,7,1,0,442,183,80,12,63,37,0.3,4.89,,8,2,0,673,2,102,,, +rowesc01,1937,1,DET,AL,1,4,10,2,1,0,0,94,49,30,7,9,6,0.35,8.62,,1,1,0,152,2,32,,, +ruffire01,1937,1,NYA,AL,20,7,31,31,22,4,0,769,242,85,17,68,131,0.24,2.98,,1,1,1,1058,0,101,,, +russeja01,1937,1,DET,AL,2,5,25,0,0,0,4,121,63,34,4,20,10,0.36,7.59,,0,1,0,196,16,35,,, +rybami01,1937,1,SLN,NL,9,6,38,8,5,0,0,405,152,62,8,40,57,0.28,4.13,,3,2,1,586,22,76,,, +schotge01,1937,1,CIN,NL,4,13,37,17,7,2,1,463,150,51,2,48,56,0.25,2.97,,4,1,1,654,11,69,,, +schumha02,1937,1,NY1,NL,13,12,38,29,10,1,1,653,222,87,11,89,100,0.26,3.6,,6,0,0,942,5,100,,, +shoffmi01,1937,1,BSN,NL,3,1,6,5,3,1,1,128,38,12,1,9,13,0.23,2.53,,0,1,0,174,1,14,,, +shouncl01,1937,1,CHN,NL,7,7,37,9,2,0,0,279,118,58,9,45,43,0.3,5.61,,4,0,0,438,12,65,,, +sivespe01,1937,1,PHI,NL,1,1,6,2,1,0,0,69,30,18,5,11,4,0.33,7.04,,0,0,0,103,2,18,,, +smithal03,1937,1,NY1,NL,5,4,33,9,2,0,0,257,91,40,8,30,41,0.27,4.2,,0,2,1,367,13,45,,, +smithbo02,1937,1,BSN,NL,0,1,18,0,0,0,3,132,52,20,6,6,14,0.29,4.09,,0,2,0,185,12,22,,, +smithed04,1937,1,PHA,AL,4,17,38,23,14,1,5,590,178,86,18,90,79,0.24,3.94,,2,4,0,847,11,100,,, +sorrevi01,1937,1,DET,AL,0,2,7,2,0,0,1,51,25,17,3,8,11,0.33,9,,1,0,0,83,1,18,,, +stratmo01,1937,1,CHA,AL,15,5,22,21,14,5,0,494,142,44,6,37,69,0.23,2.4,,0,2,0,650,1,55,,, +stricbi01,1937,1,SLA,AL,0,0,9,0,0,0,0,64,28,14,2,15,6,0.34,5.91,,0,2,0,100,6,18,,, +sunketo01,1937,1,SLN,NL,0,0,9,1,0,0,1,88,24,9,0,11,9,0.21,2.76,,0,0,0,125,5,11,,, +swiftbi01,1937,1,PIT,NL,9,10,36,17,9,0,3,492,160,72,14,34,84,0.25,3.95,,3,3,0,676,12,79,,, +thomabu01,1937,1,PHA,AL,8,15,35,26,6,1,0,509,208,94,15,52,54,0.29,4.99,,5,1,2,763,6,108,,, +thomato02,1937,1,SLA,AL,0,1,17,2,0,0,0,92,46,24,2,10,10,0.34,7.04,,3,1,0,146,14,26,,, +thomato02,1937,2,BOS,AL,0,2,9,0,0,0,0,33,16,5,2,4,4,0.34,4.09,,0,1,0,53,4,6,,, +tietjle01,1937,1,SLA,AL,1,2,5,4,2,0,0,90,32,14,0,17,5,0.28,4.2,,0,0,0,132,1,15,,, +tobinji01,1937,1,PIT,NL,6,3,20,8,7,0,1,261,74,29,1,28,37,0.22,3,,4,1,0,357,9,38,,, +trottbi01,1937,1,SLA,AL,2,9,34,12,3,0,1,367,150,79,14,50,37,0.3,5.81,,0,7,0,562,14,88,,, +turbege01,1937,1,PHA,AL,0,4,31,3,0,0,0,232,80,41,2,56,17,0.26,4.77,,9,0,1,360,14,50,,, +turneji01,1937,1,BSN,NL,20,11,33,30,24,5,1,770,228,68,13,52,69,0.23,2.38,,0,0,0,1031,3,80,,, +vanatru01,1937,1,SLA,AL,1,2,16,6,1,0,0,176,74,36,2,32,34,0.3,5.52,,2,0,0,280,4,41,,, +vancejo01,1937,1,NYA,AL,1,0,2,2,0,0,0,45,11,5,2,9,3,0.2,3,,0,0,0,63,0,5,,, +vandehy01,1937,1,NY1,NL,0,1,1,1,1,0,0,24,10,7,0,6,2,0.31,7.88,,0,0,0,39,0,7,,, +vandejo01,1937,1,CIN,NL,3,5,19,9,4,0,0,253,63,36,0,69,52,0.2,3.84,,1,2,0,380,3,41,,, +wadeja01,1937,1,DET,AL,7,10,33,25,7,1,0,496,160,99,13,107,69,0.25,5.39,,5,3,0,744,4,106,,, +walberu01,1937,1,BOS,AL,5,7,32,11,3,0,1,314,143,65,7,46,46,0.33,5.59,,4,3,0,488,13,72,,, +walkuji02,1937,1,SLA,AL,9,12,27,18,6,0,0,451,218,123,16,83,46,0.34,7.36,,8,0,0,720,4,127,,, +waltebu01,1937,1,PHI,NL,14,15,37,34,15,3,0,739,292,130,14,86,87,0.29,4.75,,4,3,0,1094,1,148,,, +warnelo01,1937,1,SLN,NL,18,11,36,33,18,2,0,716,280,120,32,69,87,0.28,4.53,,6,0,0,1051,1,139,,, +weaveji01,1937,1,PIT,NL,8,5,32,9,2,1,0,329,106,39,2,31,44,0.25,3.2,,3,0,0,457,10,49,,, +weavemo01,1937,1,WS1,AL,12,9,30,26,9,0,0,566,197,88,21,70,44,0.26,4.2,,1,0,2,812,3,102,,, +weilabo01,1937,1,SLN,NL,15,14,41,34,21,2,0,793,283,104,14,94,105,0.27,3.54,,5,5,1,1146,4,127,,, +weirro01,1937,1,BSN,NL,1,1,10,4,1,0,0,99,27,14,0,19,8,0.22,3.82,,0,0,1,140,3,18,,, +whiteab01,1937,1,SLN,NL,0,1,5,0,0,0,0,28,14,7,1,3,2,0.34,6.75,,1,0,0,44,2,7,,, +whiteea01,1937,1,CLE,AL,8,8,33,22,6,1,2,441,189,106,9,80,53,0.32,6.49,,2,6,2,684,7,111,,, +whitejo02,1937,1,CHA,AL,11,8,26,24,8,4,0,497,191,75,14,56,45,0.29,4.07,,3,5,0,718,2,84,,, +wickeke01,1937,1,NYA,AL,7,3,16,10,6,1,0,264,107,43,8,26,14,0.29,4.4,,1,0,1,393,3,52,,, +willial02,1937,1,PHA,AL,4,1,16,8,2,0,1,226,88,45,0,49,27,0.3,5.38,,3,1,0,349,5,51,,, +wilsoja01,1937,1,BOS,AL,16,10,51,21,14,1,7,664,209,91,13,119,137,0.24,3.7,,4,3,2,979,23,111,,, +winfoji01,1937,1,SLN,NL,2,4,16,4,0,0,0,139,56,30,2,27,17,0.31,5.83,,1,0,0,215,8,31,,, +winseto01,1937,1,BRO,NL,0,0,1,0,0,0,0,3,3,2,0,2,0,0.6,18,,0,0,0,7,1,2,,, +wyattwh01,1937,1,CLE,AL,2,3,29,4,2,0,0,219,67,36,3,40,52,0.24,4.44,,0,0,0,322,13,38,,, +allenjo02,1938,1,CLE,AL,14,8,30,27,13,0,0,600,189,93,15,81,112,0.24,4.19,,7,3,0,855,3,107,,, +andreiv01,1938,1,NYA,AL,1,3,19,1,1,0,1,144,51,16,3,17,13,0.26,3,,0,0,0,210,12,25,,, +applepe01,1938,1,WS1,AL,7,9,43,10,5,0,5,493,175,84,12,61,62,0.27,4.6,,8,1,0,722,23,99,,, +aukerel01,1938,1,DET,AL,11,10,27,24,12,1,0,482,184,94,14,56,46,0.28,5.27,,1,5,0,717,3,97,,, +bagbyji02,1938,1,BOS,AL,15,11,43,25,10,1,2,596,218,93,9,90,73,0.28,4.21,,5,3,0,873,12,110,,, +bakeral01,1938,1,BOS,AL,0,0,3,0,0,0,0,23,13,8,2,2,2,0.37,9.39,,0,1,0,38,1,8,,, +bakerto01,1938,1,NY1,NL,0,0,2,0,0,0,0,12,5,3,0,3,0,0.31,6.75,,1,0,0,20,1,3,,, +balasmi01,1938,1,BSN,NL,0,0,1,0,0,0,0,4,3,1,0,0,0,0.37,6.75,,1,0,0,8,1,3,,, +barrere01,1938,1,CIN,NL,2,0,6,2,2,0,0,86,28,10,2,15,5,0.25,3.14,,2,0,0,126,2,13,,, +bauerru01,1938,1,PIT,NL,13,14,40,34,12,2,3,729,207,83,7,99,117,0.23,3.07,,6,6,0,1008,6,102,,, +beggsjo01,1938,1,NYA,AL,3,2,14,9,4,0,0,175,69,35,7,20,8,0.29,5.4,,0,0,1,257,3,41,,, +bengera01,1938,1,CIN,NL,1,1,9,0,0,0,2,46,13,7,1,6,5,0.22,4.11,,0,0,0,63,4,8,,, +bentoal01,1938,1,DET,AL,5,3,19,10,6,0,0,286,93,35,10,39,33,0.25,3.3,,3,1,0,409,3,40,,, +bildiem01,1938,1,SLA,AL,1,2,5,3,2,0,0,65,33,17,3,11,11,0.35,7.06,,0,0,0,105,1,18,,, +blantcy01,1938,1,PIT,NL,11,7,29,25,10,1,0,518,190,71,13,46,80,0.28,3.7,,2,2,0,729,1,84,,, +bonetju01,1938,1,SLA,AL,2,3,17,0,0,0,0,85,41,20,1,13,7,0.35,6.35,,1,0,0,131,10,21,,, +bowmajo01,1938,1,PIT,NL,3,4,17,1,0,0,1,180,68,31,2,20,25,0.28,4.65,,1,0,0,265,8,33,,, +boyleha01,1938,1,CHA,AL,0,4,9,2,1,0,1,88,31,17,2,25,18,0.26,5.22,,1,2,0,147,7,27,,, +branded01,1938,1,PIT,NL,5,4,24,14,5,1,0,289,93,37,3,35,38,0.25,3.46,,0,0,0,413,6,44,,, +bridgto01,1938,1,DET,AL,13,9,25,20,13,0,1,453,171,77,14,58,101,0.28,4.59,,2,2,1,665,4,83,,, +browncl01,1938,1,CHA,AL,1,3,8,0,0,0,2,41,16,7,0,9,2,0.33,4.61,,0,0,0,62,8,8,,, +brownju01,1938,1,NY1,NL,5,3,43,0,0,0,5,270,65,18,5,28,42,0.2,1.8,,3,1,0,357,32,26,,, +brownma01,1938,1,PIT,NL,15,9,51,2,0,0,5,398,155,56,5,44,55,0.29,3.8,,3,0,0,585,32,68,,, +bryancl01,1938,1,CHN,NL,19,11,44,30,17,3,2,811,235,93,6,125,135,0.23,3.1,,5,1,1,1146,10,105,,, +burkael01,1938,1,PHI,NL,0,1,2,1,1,0,0,30,12,5,0,3,1,0.28,4.5,,0,1,1,46,1,5,,, +bushgu01,1938,1,SLN,NL,0,1,6,0,0,0,1,18,6,3,1,3,1,0.28,4.5,,0,0,0,24,3,3,,, +butchma01,1938,1,BRO,NL,5,4,24,8,3,0,2,218,104,53,9,39,21,0.33,6.56,,5,1,0,355,8,66,,, +butchma01,1938,2,PHI,NL,4,8,12,12,11,0,0,295,94,32,6,31,29,0.25,2.93,,0,2,0,414,0,40,,, +buxtora01,1938,1,PHA,AL,0,1,5,0,0,0,0,28,12,5,1,5,9,0.32,4.82,,0,0,0,43,3,7,,, +cainsu01,1938,1,CHA,AL,0,1,5,3,0,0,0,59,26,10,0,18,6,0.32,4.58,,1,0,0,101,2,17,,, +carlete01,1938,1,CHN,NL,10,9,33,24,9,0,0,503,213,101,11,74,80,0.3,5.42,,12,8,2,785,6,118,,, +cascajo01,1938,1,CIN,NL,4,7,33,1,0,0,4,183,66,31,2,22,30,0.27,4.57,,1,0,1,269,23,33,,, +castege01,1938,1,PHA,AL,16,20,42,40,20,2,1,844,310,136,25,117,112,0.27,4.35,,5,3,0,1250,2,156,,, +castlsl01,1938,1,NY1,NL,4,5,21,14,4,0,0,272,108,42,4,37,18,0.29,4.17,,0,3,0,411,5,55,,, +chandsp01,1938,1,NYA,AL,14,5,23,23,14,2,0,516,183,77,7,47,36,0.27,4.03,,0,2,1,737,0,86,,, +chaseke01,1938,1,WS1,AL,9,10,32,21,7,0,1,450,151,93,4,113,64,0.26,5.58,,6,4,1,689,5,99,,, +coffmdi01,1938,1,NY1,NL,8,4,51,3,1,1,12,334,116,43,3,21,21,0.26,3.48,,1,3,0,463,35,50,,, +coffmsl01,1938,1,DET,AL,4,4,39,6,1,0,2,287,120,64,6,48,31,0.31,6.02,,1,0,0,444,15,70,,, +coleed01,1938,1,SLA,AL,1,5,36,6,1,0,3,266,116,51,8,48,26,0.31,5.18,,1,5,1,432,21,69,,, +coopemo01,1938,1,SLN,NL,2,1,4,3,1,0,1,71,17,8,1,12,11,0.19,3.04,,0,1,0,102,1,11,,, +coxbi01,1938,1,CHA,AL,0,2,7,1,0,0,0,35,11,9,0,13,5,0.24,6.94,,1,0,0,58,2,14,,, +coxbi01,1938,2,SLA,AL,1,4,22,7,1,0,0,189,81,49,8,35,16,0.31,7,,1,0,0,296,11,53,,, +cramedo01,1938,1,BOS,AL,0,0,1,0,0,0,0,12,3,2,0,3,1,0.21,4.5,,0,0,0,17,1,2,,, +daviscu01,1938,1,SLN,NL,12,8,40,21,8,2,3,520,187,70,9,27,36,0.27,3.63,,3,1,0,724,16,80,,, +davispe01,1938,1,CIN,NL,7,12,29,19,11,1,1,503,193,74,9,40,28,0.29,3.97,,1,1,1,719,4,86,,, +daviswo01,1938,1,DET,AL,0,0,2,0,0,0,0,18,3,1,0,4,1,0.15,1.5,,0,0,0,23,1,1,,, +deanch01,1938,1,PHA,AL,2,1,6,1,0,0,0,69,22,9,3,15,3,0.25,3.52,,1,0,1,103,4,10,,, +deandi01,1938,1,CHN,NL,7,1,13,10,3,1,0,224,63,15,2,8,22,0.22,1.81,,0,1,0,288,2,20,,, +deanpa01,1938,1,SLN,NL,3,1,5,4,2,1,0,93,37,9,3,5,14,0.29,2.61,,0,0,1,131,0,12,,, +derripa01,1938,1,CIN,NL,21,14,41,37,26,4,3,921,315,100,20,49,132,0.26,2.93,,1,0,0,1263,4,110,,, +deshoji01,1938,1,WS1,AL,5,8,31,14,1,0,0,394,160,96,11,83,41,0.31,6.58,,4,1,0,613,11,104,,, +dickmem01,1938,1,BOS,AL,5,5,32,11,3,1,0,312,117,61,9,54,22,0.28,5.28,,2,4,2,470,7,74,,, +dietrbi01,1938,1,CHA,AL,2,4,8,7,1,0,0,144,49,29,7,31,11,0.25,5.44,,3,0,0,224,1,33,,, +dollar01,1938,1,BSN,NL,0,0,3,0,0,0,0,12,4,1,0,3,1,0.28,2.25,,0,0,0,17,3,1,,, +donalat01,1938,1,NYA,AL,0,1,2,2,0,0,0,36,7,7,0,14,6,0.17,5.25,,1,1,0,55,0,8,,, +earleto01,1938,1,BSN,NL,1,0,2,1,1,0,0,33,8,4,2,1,4,0.18,3.27,,0,1,0,46,1,9,,, +eisenha01,1938,1,DET,AL,9,6,32,9,5,0,4,376,131,52,7,29,37,0.26,3.73,,2,1,0,527,17,60,,, +epperal01,1938,1,CHN,NL,2,0,9,4,1,0,0,81,28,11,1,15,10,0.26,3.67,,3,0,0,122,3,11,,, +erricdi01,1938,1,BSN,NL,9,7,34,10,6,1,6,368,113,43,1,56,40,0.24,3.15,,3,2,1,525,15,53,,, +fellebo01,1938,1,CLE,AL,17,11,39,36,20,2,1,833,225,126,13,208,240,0.22,4.08,,5,7,1,1248,3,136,,, +ferrewe01,1938,1,WS1,AL,13,8,23,22,9,0,0,447,193,98,12,68,36,0.31,5.92,,3,1,1,694,1,111,,, +ferrewe01,1938,2,NYA,AL,2,2,5,4,1,0,0,90,52,27,6,18,7,0.38,8.1,,2,0,0,154,1,33,,, +fettelo01,1938,1,BSN,NL,11,13,33,32,17,3,1,719,235,84,11,79,83,0.25,3.15,,1,4,0,1011,1,95,,, +fitzsfr01,1938,1,BRO,NL,11,8,27,26,12,3,0,608,205,68,8,43,38,0.26,3.02,,3,3,1,842,1,83,,, +fordge02,1938,1,CHA,AL,0,0,4,0,0,0,0,42,21,16,1,12,2,0.35,10.29,,2,0,0,74,4,16,,, +frankfr02,1938,1,BRO,NL,3,5,30,8,2,1,0,281,92,42,6,44,32,0.25,4.04,,0,4,0,416,11,48,,, +frencla01,1938,1,CHN,NL,10,19,43,27,10,3,0,604,210,85,17,62,83,0.27,3.8,,4,1,0,853,11,95,,, +gablefr01,1938,1,BSN,NL,0,0,1,0,0,0,0,1,3,3,0,1,0,1,81,,0,0,0,4,0,3,,, +gablefr01,1938,2,CHA,AL,1,7,18,7,3,0,0,208,101,70,12,34,17,0.34,9.09,,2,1,0,331,9,74,,, +gaddyjo01,1938,1,BRO,NL,2,0,2,2,1,0,0,39,13,1,0,4,3,0.25,0.69,,0,1,0,57,0,3,,, +galehde01,1938,1,CLE,AL,7,8,36,12,5,1,3,342,119,55,12,65,66,0.27,4.34,,3,1,0,505,16,62,,, +georgos01,1938,1,NY1,NL,0,0,1,0,0,0,0,3,2,2,0,1,0,0.4,18,,0,0,0,6,1,2,,, +gickge01,1938,1,CHA,AL,0,0,1,0,0,0,0,3,0,0,0,0,1,0,0,,0,1,0,4,0,0,,, +gillge01,1938,1,DET,AL,12,9,24,23,13,1,0,492,195,75,15,50,30,0.29,4.12,,0,2,0,719,1,82,,, +gomezle01,1938,1,NYA,AL,18,12,32,32,20,4,0,717,239,89,7,99,129,0.26,3.35,,5,1,0,1034,0,110,,, +grissle01,1938,1,CIN,NL,2,3,14,7,0,0,0,153,60,30,4,22,16,0.3,5.29,,2,2,0,230,3,38,,, +grovele01,1938,1,BOS,AL,14,4,24,21,12,1,1,491,169,56,8,52,99,0.26,3.08,,3,1,0,706,3,65,,, +gumbeha01,1938,1,NY1,NL,15,13,38,33,14,1,0,707,238,105,13,84,84,0.26,4.01,,2,7,0,1015,1,114,,, +gumpera01,1938,1,PHA,AL,0,2,4,2,0,0,0,37,24,15,1,10,1,0.39,10.95,,1,0,0,72,1,18,,, +hadlebu01,1938,1,NYA,AL,9,8,29,17,8,1,1,502,165,67,13,66,61,0.25,3.6,,6,3,0,728,5,79,,, +hallabi01,1938,1,PHI,NL,1,8,21,10,1,0,0,267,107,54,4,45,22,0.29,5.46,,5,2,0,415,3,59,,, +hamlilu01,1938,1,BRO,NL,12,15,44,30,10,3,6,712,243,97,14,65,97,0.26,3.68,,2,2,0,997,9,111,,, +hardeme01,1938,1,CLE,AL,17,10,38,29,15,2,4,720,257,102,16,62,102,0.27,3.83,,1,5,0,1026,6,115,,, +harrera01,1938,1,SLN,NL,2,3,32,3,1,0,2,189,78,34,6,29,32,0.3,4.86,,0,3,0,293,11,37,,, +harribi01,1938,1,BOS,AL,5,5,13,11,5,1,1,241,83,36,5,21,26,0.26,4.03,,0,1,0,339,2,39,,, +harribo01,1938,1,DET,AL,1,0,3,1,1,0,0,30,14,8,0,4,7,0.31,7.2,,1,0,0,48,2,9,,, +heintke01,1938,1,PIT,NL,0,0,1,0,0,0,0,6,1,2,0,3,1,0.16,9,,0,0,0,9,1,2,,, +henshro01,1938,1,SLN,NL,5,11,27,15,4,0,0,390,132,58,7,48,34,0.26,4.02,,2,1,0,552,7,63,,, +heussed01,1938,1,PHI,NL,0,0,1,0,0,0,0,3,2,3,1,1,0,0.4,27,,0,0,0,6,1,3,,, +hevinjo02,1938,1,CLE,AL,1,1,3,0,0,0,0,18,10,6,0,5,0,0.37,9,,0,0,0,32,1,8,,, +hevinjo02,1938,2,BOS,AL,8,1,16,11,7,1,2,246,94,34,5,22,34,0.28,3.73,,0,1,1,356,2,35,,, +higbeki01,1938,1,CHN,NL,0,0,2,2,0,0,0,30,10,6,1,6,4,0.26,5.4,,1,0,0,45,0,6,,, +hildeor01,1938,1,SLA,AL,8,10,23,23,10,0,0,489,194,103,18,73,66,0.29,5.69,,1,3,1,735,0,104,,, +hogsech01,1938,1,WS1,AL,5,6,31,9,1,0,3,273,107,61,12,36,33,0.29,6.03,,1,8,0,418,18,73,,, +hollial01,1938,1,CIN,NL,2,2,9,4,1,0,0,102,43,27,2,12,13,0.3,7.15,,0,0,2,157,1,28,,, +hollial01,1938,2,PHI,NL,5,16,24,21,11,1,0,523,177,74,4,77,80,0.26,3.82,,8,0,0,755,3,89,,, +hoytwa01,1938,1,BRO,NL,0,3,6,1,0,0,0,49,24,9,1,5,3,0.33,4.96,,0,0,0,78,3,9,,, +hubbeca01,1938,1,NY1,NL,13,10,24,22,13,1,1,537,171,61,16,33,104,0.24,3.07,,1,2,0,732,2,70,,, +hudliwi01,1938,1,CLE,AL,8,8,29,15,8,0,1,381,158,69,13,45,27,0.3,4.89,,4,2,0,576,11,80,,, +humphbi01,1938,1,BOS,AL,0,0,2,0,0,0,0,6,5,2,0,1,0,0.5,9,,0,0,0,12,2,2,,, +humphjo02,1938,1,CLE,AL,9,8,45,6,1,0,6,310,105,60,6,63,56,0.26,5.23,,1,1,1,470,25,69,,, +hutchir01,1938,1,BSN,NL,9,8,36,12,4,1,4,453,150,46,3,61,38,0.25,2.74,,1,4,0,656,17,58,,, +johnsfr01,1938,1,SLA,AL,3,7,17,6,3,0,3,207,91,43,7,27,24,0.31,5.61,,3,1,0,319,9,50,,, +johnssi01,1938,1,SLN,NL,0,3,6,3,0,0,0,47,27,13,0,6,4,0.38,7.47,,1,0,0,79,1,17,,, +johnssy01,1938,1,PHI,NL,2,7,22,6,2,0,0,249,87,39,4,11,21,0.26,4.23,,0,0,0,342,6,43,,, +jungeke01,1938,1,CLE,AL,1,0,9,0,0,0,0,46,21,15,1,18,7,0.33,8.8,,0,2,0,84,3,16,,, +kelleha01,1938,1,PHA,AL,0,2,4,3,0,0,0,24,17,15,0,10,3,0.43,16.88,,0,0,0,49,1,16,,, +kelleha01,1938,2,WS1,AL,9,8,38,14,7,2,1,445,162,74,12,46,44,0.27,4.49,,6,1,0,641,16,90,,, +kelleha02,1938,1,PHI,NL,0,0,6,0,0,0,0,22,16,15,0,9,4,0.43,18.41,,0,0,0,46,4,15,,, +kennear01,1938,1,BSN,NL,0,0,2,0,0,0,0,7,3,4,0,8,2,0.3,15.43,,0,0,0,18,1,4,,, +kenneve01,1938,1,DET,AL,12,9,33,26,11,0,2,571,215,107,13,113,53,0.28,5.06,,7,1,2,877,6,123,,, +kimbane01,1938,1,CHN,NL,0,0,1,0,0,0,0,3,3,1,0,0,1,0.5,9,,1,0,0,6,0,1,,, +kimbeha01,1938,1,SLA,AL,0,0,1,1,1,0,0,24,8,3,1,3,1,0.28,3.38,,0,0,0,32,0,3,,, +kleinte01,1938,1,CIN,NL,0,0,1,0,0,0,0,3,2,1,0,0,0,0.4,9,,0,0,0,5,1,1,,, +klingbo01,1938,1,PIT,NL,12,5,28,21,10,1,1,478,152,53,7,42,58,0.25,2.99,,0,6,2,659,4,63,,, +knottja01,1938,1,SLA,AL,1,2,7,4,0,0,0,90,35,16,3,15,8,0.28,4.8,,0,0,0,138,2,19,,, +knottja01,1938,2,CHA,AL,5,10,20,18,9,0,0,393,135,59,8,54,35,0.27,4.05,,0,0,1,567,1,70,,, +kohlmjo01,1938,1,WS1,AL,0,0,7,0,0,0,0,43,12,10,1,11,5,0.24,6.28,,0,0,0,62,0,10,,, +krakajo01,1938,1,WS1,AL,7,5,29,10,5,1,0,364,99,42,4,88,104,0.22,3.12,,4,3,0,551,11,61,,, +kristho01,1938,1,SLN,NL,0,0,2,0,0,0,0,4,1,0,0,0,1,0.25,0,,0,0,0,4,1,0,,, +lamaswa01,1938,1,PHI,NL,4,7,18,12,1,1,0,191,80,55,8,31,35,0.3,7.77,,0,3,0,302,4,58,,, +lamaswa01,1938,2,BRO,NL,0,1,3,0,0,0,0,34,17,6,0,3,3,0.34,4.76,,0,0,0,53,2,6,,, +laniema01,1938,1,SLN,NL,0,3,18,3,1,0,0,135,57,21,1,28,14,0.31,4.2,,0,2,0,215,4,30,,, +lannijo01,1938,1,BSN,NL,8,7,32,18,4,1,0,414,146,57,5,52,39,0.26,3.72,,4,1,0,607,9,74,,, +lannito01,1938,1,PHI,NL,0,1,3,1,0,0,0,21,9,5,0,2,2,0.3,6.43,,0,0,0,33,1,7,,, +lawsoro01,1938,1,DET,AL,8,9,27,16,5,0,1,381,154,77,13,82,39,0.29,5.46,,2,0,0,610,8,85,,, +leebi02,1938,1,CHN,NL,22,9,44,37,19,9,2,873,281,86,18,74,121,0.25,2.66,,3,2,1,1194,5,95,,, +leeth01,1938,1,CHA,AL,13,12,33,30,18,1,1,736,252,95,12,94,77,0.26,3.49,,2,3,0,1074,3,123,,, +lefebbi01,1938,1,BOS,AL,0,0,1,0,0,0,0,12,8,6,2,0,0,0.4,13.5,,0,1,0,21,1,6,,, +leonadu02,1938,1,WS1,AL,12,15,33,31,15,3,0,670,221,85,11,53,68,0.25,3.43,,11,7,0,939,1,109,,, +liebhgl02,1938,1,SLA,AL,0,0,2,0,0,0,0,9,4,2,1,0,1,0.3,6,,0,0,0,13,1,2,,, +linkeed01,1938,1,SLA,AL,1,7,21,2,0,0,0,119,60,35,6,33,18,0.35,7.94,,1,0,0,206,12,37,,, +loganbo01,1938,1,CHN,NL,0,2,14,0,0,0,2,68,18,7,0,17,10,0.22,2.78,,1,1,0,100,7,9,,, +lohrmbi01,1938,1,NY1,NL,9,6,31,14,3,0,0,456,152,56,9,33,52,0.25,3.32,,0,2,0,639,5,72,,, +lucasre01,1938,1,PIT,NL,6,3,13,13,4,0,0,252,90,33,5,16,19,0.28,3.54,,0,1,0,342,0,33,,, +lyonste01,1938,1,CHA,AL,9,11,23,23,17,1,0,584,238,80,13,52,54,0.29,3.7,,1,0,1,862,0,93,,, +macfada01,1938,1,BSN,NL,14,9,29,29,19,5,0,659,208,72,6,64,58,0.24,2.95,,3,5,0,924,0,83,,, +maconma01,1938,1,SLN,NL,4,11,38,12,5,1,2,388,133,59,9,61,39,0.26,4.11,,5,4,0,575,18,83,,, +marcujo01,1938,1,BOS,AL,5,6,15,11,7,0,0,277,113,42,11,25,25,0.29,4.09,,1,0,0,408,3,49,,, +marrobu01,1938,1,BRO,NL,0,1,15,0,0,0,0,59,23,10,1,11,6,0.29,4.58,,0,3,0,96,9,10,,, +mcgeebi01,1938,1,SLN,NL,7,12,47,25,10,1,5,648,216,77,4,78,104,0.25,3.21,,2,1,0,932,11,100,,, +mckaiar01,1938,1,BOS,AL,5,4,37,5,1,0,6,299,119,50,6,44,27,0.29,4.52,,0,2,0,453,16,60,,, +meltocl01,1938,1,NY1,NL,14,14,36,31,10,1,0,729,266,105,19,61,101,0.27,3.89,,0,1,0,1042,3,126,,, +midkidi01,1938,1,BOS,AL,1,1,13,2,0,0,0,106,43,20,5,21,10,0.3,5.09,,1,0,0,169,5,30,,, +millsle01,1938,1,SLA,AL,10,12,30,27,15,1,0,631,216,124,16,116,134,0.26,5.31,,5,8,0,962,2,139,,, +milnaal01,1938,1,CLE,AL,3,1,23,5,2,0,1,205,90,38,5,26,29,0.32,5,,2,0,0,312,7,48,,, +montere01,1938,1,WS1,AL,1,1,5,3,2,0,0,66,26,14,3,15,13,0.28,5.73,,0,0,0,106,0,15,,, +moorewh01,1938,1,CIN,NL,6,4,19,11,3,1,0,271,66,35,4,42,38,0.2,3.49,,2,3,0,373,5,41,,, +moranhi01,1938,1,BSN,NL,0,0,1,0,0,0,0,9,1,0,0,1,0,0.11,0,,0,0,0,10,0,0,,, +mulcahu01,1938,1,PHI,NL,10,20,46,34,15,0,1,802,294,137,14,120,90,0.27,4.61,,5,6,1,1201,8,162,,, +mungova01,1938,1,BRO,NL,4,11,24,18,6,2,0,400,133,58,11,72,72,0.25,3.92,,8,2,1,592,6,78,,, +murphjo04,1938,1,NYA,AL,8,2,32,2,1,0,11,274,90,43,5,41,43,0.25,4.24,,0,1,0,398,26,47,,, +nahemsa01,1938,1,BRO,NL,1,0,1,1,1,0,0,27,6,3,0,4,2,0.19,3,,0,0,0,35,0,3,,, +nelsoly01,1938,1,PHA,AL,10,11,32,23,13,0,2,573,215,120,29,79,75,0.27,5.65,,5,5,0,870,8,142,,, +newsobo01,1938,1,SLA,AL,20,16,44,40,31,0,1,989,334,186,30,192,226,0.26,5.08,,3,5,1,1475,3,205,,, +niggejo01,1938,1,BSN,NL,1,0,2,0,0,0,0,6,4,2,0,1,1,0.4,9,,1,0,0,11,0,2,,, +olsonte01,1938,1,BOS,AL,0,0,2,0,0,0,0,21,9,5,0,2,2,0.31,6.43,,1,0,0,31,2,5,,, +osterfr01,1938,1,BOS,AL,13,5,31,18,10,1,2,530,199,90,15,58,46,0.27,4.58,,5,3,0,795,8,98,,, +pageva01,1938,1,CHN,NL,5,4,13,9,3,0,1,204,90,29,4,13,18,0.32,3.84,,1,0,1,295,2,33,,, +passecl01,1938,1,PHI,NL,11,18,44,33,15,0,1,717,281,120,8,93,100,0.28,4.52,,4,8,0,1096,7,147,,, +pearsmo01,1938,1,NYA,AL,16,7,28,27,17,1,0,606,198,89,12,113,98,0.25,3.97,,9,0,1,888,1,107,,, +phebubi01,1938,1,WS1,AL,0,0,5,0,0,0,1,19,9,8,1,7,2,0.34,11.37,,0,0,0,35,4,9,,, +poffebo01,1938,1,DET,AL,6,7,25,15,8,1,1,375,147,67,8,66,28,0.29,4.82,,2,2,0,569,6,74,,, +posedbi01,1938,1,BRO,NL,8,9,33,17,6,1,1,420,178,88,14,46,49,0.31,5.66,,9,2,1,629,8,96,,, +pottedy01,1938,1,BRO,NL,0,0,2,0,0,0,0,6,4,1,1,0,1,0.4,4.5,,1,0,0,10,1,1,,, +pottene01,1938,1,PHA,AL,2,12,35,9,4,0,5,334,139,80,15,49,43,0.3,6.47,,0,2,0,517,20,95,,, +pressto01,1938,1,BRO,NL,11,14,43,19,6,1,3,576,209,76,11,56,57,0.27,3.56,,5,8,0,836,19,86,,, +reisbo01,1938,1,BSN,NL,1,6,16,2,1,0,0,173,61,32,5,41,20,0.27,4.99,,1,6,0,279,10,35,,, +reisto01,1938,1,PHI,NL,0,1,4,0,0,0,0,14,8,10,0,8,2,0.36,19.29,,0,0,0,31,2,11,,, +reisto01,1938,2,BSN,NL,0,0,4,0,0,0,0,19,8,5,1,1,4,0.29,7.11,,0,0,1,28,4,5,,, +reninji01,1938,1,PHA,AL,0,2,4,4,1,0,0,68,28,18,3,14,9,0.29,7.15,,0,0,0,110,0,18,,, +rignejo01,1938,1,CHA,AL,9,9,38,12,7,1,1,501,164,66,16,72,84,0.25,3.56,,7,2,0,728,19,74,,, +roepr01,1938,1,SLN,NL,0,0,1,0,0,0,0,8,6,4,0,2,1,0.42,13.5,,0,0,0,16,0,4,,, +rogaljo01,1938,1,DET,AL,0,0,2,0,0,0,0,21,12,2,0,0,2,0.4,2.57,,0,0,0,30,2,4,,, +rogerle01,1938,1,BOS,AL,1,1,14,2,0,0,0,83,32,20,4,18,7,0.3,6.51,,0,0,1,130,7,24,,, +rogerle01,1938,2,BRO,NL,0,2,12,2,0,0,0,71,23,15,0,10,11,0.25,5.7,,1,2,0,104,6,16,,, +rootch01,1938,1,CHN,NL,8,7,44,11,5,0,8,482,163,51,10,30,70,0.25,2.86,,0,2,0,673,20,62,,, +rossbu02,1938,1,PHA,AL,9,16,29,28,10,0,0,553,218,109,23,80,54,0.28,5.32,,1,0,1,849,1,132,,, +rowesc01,1938,1,DET,AL,0,2,4,3,0,0,0,63,20,7,1,11,4,0.25,3,,0,0,0,93,1,11,,, +ruffire01,1938,1,NYA,AL,21,7,31,31,22,3,0,742,246,91,16,82,127,0.25,3.31,,1,0,1,1043,0,104,,, +russeja01,1938,1,CHN,NL,6,1,42,0,0,0,3,307,100,38,1,30,29,0.25,3.34,,0,1,0,428,21,43,,, +rybami01,1938,1,SLN,NL,1,1,3,0,0,0,0,15,8,3,0,1,0,0.34,5.4,,0,0,0,25,2,3,,, +schotge01,1938,1,CIN,NL,5,5,31,4,0,0,2,249,89,41,8,32,21,0.27,4.45,,2,1,0,359,21,47,,, +schumha02,1938,1,NY1,NL,13,8,28,28,12,3,0,555,178,72,12,50,54,0.24,3.5,,1,2,0,775,0,81,,, +sewelri01,1938,1,PIT,NL,0,1,17,0,0,0,1,115,41,18,3,21,17,0.27,4.23,,3,2,0,176,11,27,,, +shoffmi01,1938,1,BSN,NL,8,7,26,15,9,1,1,419,147,55,7,36,49,0.27,3.54,,1,2,0,595,7,60,,, +shouncl01,1938,1,SLN,NL,6,6,40,12,3,0,1,352,130,54,8,43,37,0.28,4.14,,1,1,0,509,17,58,,, +sivespe01,1938,1,PHI,NL,3,6,39,8,2,0,3,348,143,71,12,69,32,0.3,5.51,,3,1,0,547,22,78,,, +smithal03,1938,1,PHI,NL,1,4,37,1,0,0,1,258,115,60,7,40,46,0.32,6.28,,0,0,0,405,21,70,,, +smithcl01,1938,1,CLE,AL,0,0,4,0,0,0,0,33,18,8,1,2,3,0.36,6.55,,0,0,0,51,4,10,,, +smithda01,1938,1,PHA,AL,2,1,21,0,0,0,0,133,50,25,0,28,13,0.28,5.08,,2,1,0,207,15,29,,, +smithed04,1938,1,PHA,AL,3,10,43,7,0,0,4,392,151,86,13,76,78,0.28,5.92,,4,4,0,614,27,102,,, +stinele01,1938,1,NYA,AL,0,0,4,0,0,0,0,26,9,1,0,1,4,0.33,1.04,,0,0,0,29,2,1,,, +stratmo01,1938,1,CHA,AL,15,9,26,22,17,0,2,559,186,83,18,56,82,0.25,4.01,,2,7,1,797,3,95,,, +suchech01,1938,1,CLE,AL,0,0,1,0,0,0,0,4,4,4,0,3,1,0.57,27,,0,0,0,10,0,4,,, +sundrst01,1938,1,NYA,AL,6,4,25,8,3,0,0,281,107,50,7,43,33,0.29,4.8,,4,0,0,416,15,61,,, +swiftbi01,1938,1,PIT,NL,7,5,36,9,2,0,4,450,155,54,9,40,77,0.27,3.24,,0,4,0,633,20,65,,, +tamulvi01,1938,1,SLA,AL,0,3,3,2,0,0,0,46,26,13,2,10,11,0.36,7.63,,0,0,0,81,1,15,,, +tamulvi01,1938,2,BRO,NL,12,6,38,18,9,0,2,479,181,68,11,40,70,0.28,3.83,,4,2,0,680,12,81,,, +thomabu01,1938,1,PHA,AL,9,14,42,29,7,1,0,637,259,116,23,62,48,0.29,4.92,,5,2,1,945,9,138,,, +tietjle01,1938,1,SLA,AL,2,5,17,8,2,1,0,186,83,52,8,38,15,0.32,7.55,,3,0,0,296,3,55,,, +tobinji01,1938,1,PIT,NL,14,12,40,33,14,2,0,724,254,93,17,66,70,0.27,3.47,,2,6,1,1029,6,109,,, +trottbi01,1938,1,SLA,AL,0,1,1,1,1,0,0,24,8,5,0,0,1,0.24,5.63,,0,0,0,35,0,7,,, +turneji01,1938,1,BSN,NL,14,18,35,34,22,3,0,804,267,103,21,54,71,0.25,3.46,,1,5,0,1107,1,123,,, +uhlbo01,1938,1,CHA,AL,0,0,1,0,0,0,0,6,1,0,0,0,0,0.16,0,,0,0,0,6,1,0,,, +vanatru01,1938,1,SLA,AL,4,7,25,12,3,1,0,312,118,70,7,61,35,0.28,6.06,,3,1,0,481,5,75,,, +vancejo01,1938,1,NYA,AL,0,0,3,1,0,0,0,34,20,9,2,4,2,0.4,7.15,,0,0,0,54,1,9,,, +vandehy01,1938,1,NY1,NL,0,1,6,1,0,0,0,54,28,15,2,12,7,0.36,7.5,,0,0,0,89,4,16,,, +vandejo01,1938,1,CIN,NL,15,10,32,29,16,3,0,676,177,78,12,103,125,0.21,3.12,,5,3,0,948,0,89,,, +wadeja01,1938,1,DET,AL,3,2,27,2,0,0,0,210,73,51,9,48,23,0.26,6.56,,1,0,0,325,11,56,,, +wagnech01,1938,1,BOS,AL,1,3,13,6,1,0,0,110,47,34,5,24,14,0.3,8.35,,0,1,0,179,4,36,,, +walkuji02,1938,1,SLA,AL,1,12,18,13,1,0,0,282,127,71,13,53,28,0.32,6.8,,3,3,0,446,4,83,,, +waltebu01,1938,1,PHI,NL,4,8,12,12,9,1,0,248,91,48,8,42,28,0.27,5.23,,2,3,0,376,0,53,,, +waltebu01,1938,2,CIN,NL,11,6,27,22,11,2,1,505,168,69,5,66,65,0.25,3.69,,9,2,0,735,3,81,,, +warnelo01,1938,1,SLN,NL,13,8,31,26,12,4,0,591,199,87,14,64,89,0.25,3.97,,6,2,0,855,3,102,,, +weaveji01,1938,1,SLA,AL,0,1,1,1,0,0,0,21,9,7,0,9,4,0.32,9,,2,0,0,39,0,7,,, +weaveji01,1938,2,CIN,NL,6,4,30,15,2,0,3,388,109,45,6,54,64,0.22,3.13,,1,1,0,552,8,58,,, +weavemo01,1938,1,WS1,AL,7,6,31,18,7,0,0,417,157,81,9,74,43,0.28,5.24,,4,3,1,645,3,93,,, +weilabo01,1938,1,SLN,NL,16,11,35,29,11,1,1,685,248,91,14,67,117,0.27,3.59,,1,4,0,990,3,118,,, +weirro01,1938,1,BSN,NL,1,0,5,0,0,0,0,40,14,10,4,6,3,0.26,6.75,,0,0,0,59,0,10,,, +whiteea01,1938,1,CLE,AL,9,8,26,23,4,0,0,481,187,99,18,83,60,0.28,5.56,,4,9,0,746,1,109,,, +whitejo02,1938,1,CHA,AL,10,11,32,24,10,2,2,550,218,97,12,80,38,0.29,4.76,,1,3,0,830,6,108,,, +wickeke01,1938,1,NYA,AL,1,0,1,0,0,0,0,3,0,0,0,1,0,0,0,,0,0,0,4,0,0,,, +willial02,1938,1,PHA,AL,0,7,30,8,1,0,0,280,128,72,6,54,25,0.32,6.94,,4,1,1,456,7,93,,, +wilsoja01,1938,1,BOS,AL,15,15,37,27,11,3,1,584,200,93,16,91,96,0.26,4.3,,2,2,0,869,7,108,,, +winfoji01,1938,1,BRO,NL,0,1,2,1,0,0,0,17,9,7,1,4,4,0.34,11.12,,0,0,0,31,0,10,,, +wittijo01,1938,1,NY1,NL,2,3,13,6,2,0,0,118,41,21,4,26,14,0.26,4.81,,1,0,0,183,4,22,,, +zuberbi01,1938,1,CLE,AL,0,3,15,0,0,0,1,86,33,16,0,20,14,0.29,5.02,,1,0,0,134,6,18,,, +allenjo02,1939,1,CLE,AL,9,7,28,26,9,2,0,525,199,89,9,56,79,0.29,4.58,,5,3,2,763,2,96,,, +andrena01,1939,1,SLN,NL,1,2,11,1,0,0,0,48,24,12,0,12,6,0.34,6.75,,3,0,0,85,5,14,,, +applepe01,1939,1,WS1,AL,5,10,40,4,2,0,6,308,104,52,7,48,50,0.26,4.56,,2,4,0,459,27,62,,, +aukerel01,1939,1,BOS,AL,9,10,31,25,6,1,0,453,183,90,13,61,43,0.29,5.36,,0,1,0,697,4,108,,, +bagbyji02,1939,1,BOS,AL,5,5,21,11,3,0,0,240,119,63,7,36,35,0.34,7.09,,2,2,0,388,5,66,,, +barnige01,1939,1,BSN,NL,2,2,6,1,0,0,0,55,16,10,1,8,15,0.23,4.91,,1,0,0,79,3,11,,, +barrefr01,1939,1,SLN,NL,0,1,1,0,0,0,0,5,1,1,0,1,3,0.16,5.4,,1,0,0,7,1,1,,, +barrere01,1939,1,CIN,NL,0,0,2,0,0,0,0,16,5,1,0,1,1,0.26,1.69,,0,0,0,22,1,1,,, +bassdi01,1939,1,WS1,AL,0,1,1,1,0,0,0,24,7,6,0,6,1,0.24,6.75,,1,1,0,37,0,6,,, +bauerru01,1939,1,PIT,NL,2,4,15,8,1,0,1,161,46,20,4,25,12,0.24,3.35,,1,1,0,226,4,27,,, +beckbo01,1939,1,PHI,NL,7,14,34,16,12,0,3,548,203,96,11,64,77,0.28,4.73,,1,3,0,812,13,104,,, +beckmbi01,1939,1,PHA,AL,7,11,27,19,7,2,0,466,198,93,15,41,20,0.31,5.39,,1,1,0,692,5,104,,, +bentoal01,1939,1,DET,AL,6,8,37,16,3,0,5,450,182,76,11,58,67,0.29,4.56,,5,1,0,693,18,94,,, +bildiem01,1939,1,SLA,AL,1,1,2,2,2,0,0,57,21,7,0,6,8,0.26,3.32,,0,0,0,85,0,8,,, +blantcy01,1939,1,PIT,NL,2,3,10,6,1,0,0,126,45,20,4,10,11,0.26,4.29,,1,0,0,182,3,23,,, +bowmabo01,1939,1,SLN,NL,13,5,51,15,4,2,9,508,141,49,8,60,78,0.23,2.6,,3,1,1,692,19,54,,, +bowmajo01,1939,1,PIT,NL,10,14,37,27,10,1,1,554,217,92,15,43,58,0.29,4.48,,1,7,0,813,8,105,,, +boyleha01,1939,1,CHA,AL,0,0,2,0,0,0,0,10,4,4,0,6,1,0.3,10.8,,0,0,0,19,2,4,,, +breuema01,1939,1,NYA,AL,0,0,1,0,0,0,0,3,2,1,0,1,0,0.66,9,,0,0,0,6,0,1,,, +bridgto01,1939,1,DET,AL,17,7,29,26,16,2,2,594,186,77,11,61,129,0.24,3.5,,4,6,0,840,2,87,,, +broacjo01,1939,1,CLE,AL,4,2,22,2,0,0,0,138,53,24,5,28,13,0.28,4.7,,1,0,0,216,9,39,,, +browncl01,1939,1,CHA,AL,11,10,61,0,0,0,18,355,127,51,8,27,41,0.28,3.88,,1,0,0,498,56,58,,, +brownju01,1939,1,NY1,NL,4,0,31,0,0,0,7,169,69,26,1,25,24,0.3,4.15,,3,1,0,260,20,30,,, +brownma01,1939,1,PIT,NL,9,13,47,19,8,1,7,601,232,75,8,52,71,0.29,3.37,,3,2,1,872,18,90,,, +brunero01,1939,1,PHI,NL,0,4,4,4,2,0,0,81,38,20,3,13,11,0.33,6.67,,0,0,0,127,0,22,,, +bryancl01,1939,1,CHN,NL,2,1,4,4,2,0,0,94,42,20,3,14,9,0.3,5.74,,1,1,0,154,0,23,,, +burkael01,1939,1,PHI,NL,1,0,5,0,0,0,0,25,11,4,0,2,2,0.34,4.32,,0,0,0,35,3,4,,, +butchma01,1939,1,PHI,NL,2,13,19,16,3,0,0,313,131,65,10,51,27,0.3,5.61,,2,1,1,491,3,72,,, +butchma01,1939,2,PIT,NL,4,4,14,12,5,2,0,260,104,33,2,23,21,0.29,3.43,,0,0,0,382,0,37,,, +callajo01,1939,1,BSN,NL,1,0,4,1,1,0,0,52,17,6,0,3,8,0.25,3.12,,0,1,0,73,3,6,,, +carraal01,1939,1,WS1,AL,5,9,40,17,7,0,2,478,165,83,7,68,41,0.26,4.69,,2,1,1,702,14,89,,, +caseyhu01,1939,1,BRO,NL,15,10,40,25,15,0,1,682,228,74,13,54,79,0.26,2.93,,4,11,0,962,11,88,,, +castege01,1939,1,PHA,AL,9,9,28,17,7,1,0,408,144,74,16,45,59,0.27,4.9,,1,3,1,583,8,82,,, +castlsl01,1939,1,NY1,NL,1,2,12,4,0,0,0,101,36,17,1,23,6,0.28,4.54,,2,0,0,152,3,18,,, +chandsp01,1939,1,NYA,AL,3,0,11,0,0,0,0,57,26,6,0,9,4,0.32,2.84,,1,0,0,90,5,7,,, +chaseke01,1939,1,WS1,AL,10,19,32,31,15,1,0,696,215,98,10,114,118,0.24,3.8,,11,1,0,1019,1,116,,, +clemebi01,1939,1,PIT,NL,0,1,12,1,0,0,0,81,32,22,0,20,13,0.31,7.33,,1,3,0,133,8,26,,, +coffmdi01,1939,1,NY1,NL,1,2,28,0,0,0,3,114,50,13,1,6,9,0.31,3.08,,0,3,0,172,20,18,,, +coffmsl01,1939,1,DET,AL,2,1,23,1,0,0,0,127,51,30,4,22,10,0.29,6.38,,1,1,0,201,10,36,,, +coleed01,1939,1,SLA,AL,0,2,6,0,0,0,0,19,8,5,1,6,5,0.3,7.11,,0,0,0,34,5,7,,, +coopemo01,1939,1,SLN,NL,12,6,45,26,7,2,4,632,208,76,6,97,130,0.26,3.25,,4,2,1,919,12,94,,, +coxbi01,1939,1,SLA,AL,0,2,4,2,1,0,0,28,10,10,0,8,8,0.25,9.64,,1,0,0,47,1,10,,, +croucbi02,1939,1,BRO,NL,4,0,6,3,3,0,0,115,37,11,3,14,10,0.25,2.58,,0,0,0,162,2,14,,, +daviscu01,1939,1,SLN,NL,22,16,49,31,13,3,7,744,279,100,18,48,70,0.28,3.63,,2,3,1,1059,14,121,,, +davispe01,1939,1,CIN,NL,1,0,20,0,0,0,2,92,43,22,5,11,4,0.34,6.46,,2,1,0,142,4,24,,, +deanch01,1939,1,PHA,AL,5,8,54,1,0,0,7,350,132,68,8,80,39,0.28,5.25,,2,0,0,556,38,93,,, +deandi01,1939,1,CHN,NL,6,4,19,13,7,2,0,289,98,36,4,17,27,0.26,3.36,,0,1,0,403,5,40,,, +deanpa01,1939,1,SLN,NL,0,1,16,2,0,0,0,129,54,29,4,10,16,0.31,6.07,,0,1,0,194,6,30,,, +derripa01,1939,1,CIN,NL,25,7,38,35,28,5,0,903,321,98,15,35,128,0.27,2.93,,2,3,0,1245,1,115,,, +deshoji01,1939,1,WS1,AL,0,3,7,6,1,0,0,122,56,39,7,31,12,0.33,8.63,,1,0,0,206,1,45,,, +dickmem01,1939,1,BOS,AL,8,3,48,1,0,0,5,341,126,56,10,43,46,0.28,4.43,,3,3,0,507,23,70,,, +dicksmu01,1939,1,SLN,NL,0,0,1,0,0,0,0,11,1,0,0,1,2,0.09,0,,0,0,0,12,1,0,,, +dietrbi01,1939,1,CHA,AL,7,8,25,19,2,0,0,383,134,74,14,56,43,0.27,5.22,,5,2,0,560,4,81,,, +doberje01,1939,1,CHA,AL,0,1,4,0,0,0,0,10,3,5,0,6,1,0.23,13.5,,0,1,0,21,2,6,,, +dobsojo01,1939,1,CLE,AL,2,3,35,3,0,0,1,234,87,51,3,51,27,0.29,5.88,,3,1,1,362,17,56,,, +donalat01,1939,1,NYA,AL,13,3,24,20,11,2,1,459,144,63,12,60,55,0.24,3.71,,1,0,1,657,2,74,,, +doyleca01,1939,1,BRO,NL,1,2,5,1,1,1,1,53,8,2,1,7,7,0.13,1.02,,0,0,0,67,3,5,,, +draketo01,1939,1,CLE,AL,0,1,8,1,0,0,0,45,23,15,2,19,1,0.37,9,,0,2,0,86,3,18,,, +earleto01,1939,1,BSN,NL,1,4,14,2,0,0,1,120,49,21,1,19,9,0.3,4.73,,1,2,1,189,5,28,,, +eavesva01,1939,1,CHA,AL,0,1,2,1,1,0,0,35,11,6,1,8,5,0.25,4.63,,1,1,0,54,0,7,,, +eisenha01,1939,1,DET,AL,2,2,10,2,1,0,0,89,39,23,3,9,6,0.31,6.98,,1,0,0,135,5,24,,, +eisenha01,1939,2,CLE,AL,6,7,26,11,4,1,2,311,109,38,8,23,38,0.26,3.3,,0,0,1,445,10,45,,, +erricdi01,1939,1,BSN,NL,6,9,28,11,3,0,1,385,143,57,6,54,33,0.29,4,,3,1,1,559,9,63,,, +evansre01,1939,1,BRO,NL,1,8,24,6,0,0,1,193,74,37,4,26,28,0.28,5.18,,0,0,1,296,13,43,,, +fellebo01,1939,1,CLE,AL,24,9,39,35,24,4,1,890,227,94,13,142,246,0.21,2.85,,14,3,1,1243,3,105,,, +ferrewe01,1939,1,NYA,AL,1,2,3,3,1,0,0,58,14,10,2,17,6,0.21,4.66,,1,0,0,85,0,10,,, +fettelo01,1939,1,BSN,NL,10,10,27,26,11,6,0,438,123,48,7,61,35,0.22,2.96,,3,1,0,608,1,62,,, +fitzsfr01,1939,1,BRO,NL,7,9,27,20,5,0,3,454,178,65,6,28,44,0.29,3.87,,0,3,0,654,4,79,,, +foxxji01,1939,1,BOS,AL,0,0,1,0,0,0,0,3,0,0,0,0,1,0,0,,0,0,0,3,1,0,,, +frankfr02,1939,1,BSN,NL,0,2,23,0,0,0,4,114,37,11,3,18,12,0.25,2.61,,2,1,0,166,17,16,,, +frasivi01,1939,1,CHA,AL,0,1,10,1,0,0,0,71,45,27,0,11,7,0.4,10.27,,1,0,0,124,3,27,,, +frencla01,1939,1,CHN,NL,15,8,36,21,10,2,1,582,205,71,7,50,98,0.26,3.29,,5,1,0,828,11,80,,, +galehde01,1939,1,BOS,AL,9,10,30,18,6,1,0,440,160,74,6,52,68,0.27,4.54,,2,1,0,639,6,84,,, +geejo01,1939,1,PIT,NL,1,2,3,3,1,0,0,59,20,9,0,10,16,0.25,4.12,,0,0,0,94,0,17,,, +giebefl01,1939,1,DET,AL,1,1,9,0,0,0,0,46,19,5,1,12,9,0.31,2.93,,2,0,0,74,6,7,,, +gillge01,1939,1,DET,AL,0,1,3,1,0,0,0,26,14,8,1,3,1,0.36,8.31,,0,0,0,42,1,8,,, +gillge01,1939,2,SLA,AL,1,12,27,11,5,0,0,285,139,75,10,34,24,0.34,7.11,,1,3,0,453,10,89,,, +gomezle01,1939,1,NYA,AL,12,8,26,26,14,2,0,594,173,75,11,84,102,0.23,3.41,,3,3,0,831,0,80,,, +gormato01,1939,1,NY1,NL,0,0,4,0,0,0,0,15,7,4,0,1,2,0.35,7.2,,1,0,0,22,3,4,,, +grissle01,1939,1,CIN,NL,9,7,33,21,3,0,0,461,145,70,14,56,53,0.24,4.1,,4,1,0,648,5,77,,, +grovele01,1939,1,BOS,AL,15,4,23,23,17,2,0,573,180,54,8,58,81,0.24,2.54,,0,1,0,798,0,63,,, +gumbeha01,1939,1,NY1,NL,18,11,36,34,14,2,0,731,257,117,21,81,81,0.27,4.32,,5,1,1,1047,1,132,,, +hadlebu01,1939,1,NYA,AL,12,6,26,18,7,1,2,462,132,51,10,85,65,0.23,2.98,,4,3,0,658,6,62,,, +hafeybu01,1939,2,PHI,NL,0,0,2,0,0,0,0,4,7,5,0,1,1,0.7,33.75,,0,0,0,11,1,5,,, +hamlilu01,1939,1,BRO,NL,20,13,40,36,19,2,0,809,255,109,27,54,88,0.24,3.64,,2,0,0,1100,2,115,,, +hannilo01,1939,1,SLA,AL,0,1,4,1,0,0,0,30,6,4,1,4,8,0.15,3.6,,0,0,0,43,1,5,,, +hardeme01,1939,1,CLE,AL,15,9,29,26,12,1,1,624,213,81,15,64,67,0.26,3.5,,1,3,0,877,3,89,,, +harrera01,1939,1,CHN,NL,0,2,4,2,0,0,0,52,29,16,2,6,5,0.38,8.31,,1,0,1,82,0,16,,, +harrera01,1939,2,PHI,NL,3,7,22,10,4,0,0,284,101,57,6,56,35,0.27,5.42,,4,4,0,445,5,77,,, +harribo01,1939,1,DET,AL,1,1,5,1,0,0,0,54,18,8,4,8,9,0.26,4,,2,0,0,76,2,8,,, +harribo01,1939,2,SLA,AL,3,12,28,16,6,0,0,378,162,80,5,71,48,0.32,5.71,,8,0,0,591,5,88,,, +haynejo01,1939,1,WS1,AL,8,12,27,20,10,1,0,519,186,103,10,78,64,0.27,5.36,,6,1,2,768,3,118,,, +heintke01,1939,1,PIT,NL,1,1,17,2,1,1,0,107,35,20,2,18,18,0.25,5.05,,2,0,0,161,12,23,,, +henryji01,1939,1,PHI,NL,0,1,9,1,0,0,1,69,24,13,3,8,7,0.27,5.09,,1,1,0,99,4,13,,, +herriar01,1939,1,CHA,AL,0,0,7,0,0,0,0,43,13,9,2,5,8,0.25,5.65,,1,1,0,60,5,9,,, +hevinjo02,1939,1,BOS,AL,11,3,46,5,1,0,7,321,124,44,8,34,43,0.29,3.7,,3,2,1,471,26,65,,, +higbeki01,1939,1,CHN,NL,2,1,9,2,0,0,0,68,12,8,0,22,16,0.15,3.18,,0,0,0,101,6,9,,, +higbeki01,1939,2,PHI,NL,10,14,34,26,14,1,2,562,208,101,10,101,79,0.28,4.85,,7,10,0,864,7,113,,, +hildeor01,1939,1,NYA,AL,10,4,21,15,7,1,2,380,102,43,11,41,50,0.21,3.06,,2,1,0,515,5,44,,, +hoagmy01,1939,1,SLA,AL,0,0,1,0,0,0,0,3,0,0,0,0,0,0,0,,0,0,0,4,1,0,,, +hoffmbi01,1939,1,PHI,NL,0,0,3,0,0,0,0,18,8,9,2,7,1,0.33,13.5,,3,3,0,34,2,9,,, +hollabi02,1939,1,WS1,AL,0,1,3,0,0,0,0,12,6,5,1,5,2,0.4,11.25,,1,0,0,21,3,5,,, +hollial01,1939,1,PHI,NL,1,9,15,10,3,0,0,180,78,39,2,27,24,0.31,5.85,,3,0,0,283,0,48,,, +hollial01,1939,2,BRO,NL,1,2,8,5,1,0,0,82,33,16,1,11,11,0.31,5.27,,0,1,0,122,2,17,,, +hubbeca01,1939,1,NY1,NL,11,9,29,18,10,0,2,462,150,47,11,24,62,0.24,2.75,,2,2,0,639,8,60,,, +hudliwi01,1939,1,CLE,AL,9,10,27,20,7,0,3,429,175,78,6,42,28,0.3,4.91,,3,1,0,643,5,85,,, +humphjo02,1939,1,CLE,AL,2,4,15,1,0,0,2,85,30,26,0,32,12,0.29,8.26,,0,1,0,144,6,30,,, +hutchfr01,1939,1,DET,AL,3,6,13,12,3,0,0,254,95,49,9,51,22,0.28,5.21,,1,0,0,391,0,56,,, +hutchir01,1939,1,BRO,NL,5,2,41,1,0,0,1,317,103,51,9,51,46,0.26,4.34,,1,1,1,459,21,54,,, +jacobar01,1939,1,CIN,NL,0,0,1,0,0,0,1,3,2,1,0,1,0,0.4,9,,0,0,0,6,1,1,,, +jacobbu01,1939,1,WS1,AL,0,0,2,0,0,0,0,9,1,0,0,0,1,0.1,0,,0,0,0,10,0,0,,, +jeffcge01,1939,1,BRO,NL,0,0,1,0,0,0,0,6,2,0,0,0,1,0.28,0,,0,0,0,8,1,0,,, +johnsfr01,1939,1,SLA,AL,0,1,5,2,1,0,0,42,23,10,0,9,2,0.38,6.43,,0,0,0,70,2,12,,, +johnsha01,1939,1,CIN,NL,0,3,20,0,0,0,1,94,30,7,1,13,10,0.26,2.01,,1,0,0,133,15,10,,, +johnssy01,1939,1,PHI,NL,8,8,22,14,6,0,2,333,112,47,10,15,37,0.26,3.81,,0,1,0,453,4,50,,, +joycebo01,1939,1,PHA,AL,3,5,30,6,1,0,0,323,156,80,13,37,25,0.33,6.69,,3,1,0,517,11,91,,, +kelleha01,1939,1,WS1,AL,4,3,15,3,2,0,1,161,69,28,2,14,20,0.31,4.7,,3,3,0,241,7,32,,, +kenneve01,1939,1,DET,AL,0,3,4,4,1,0,0,63,25,15,4,9,9,0.3,6.43,,0,1,0,95,0,15,,, +kenneve01,1939,2,SLA,AL,9,17,33,27,12,1,0,575,229,122,18,115,55,0.29,5.73,,3,1,0,906,5,130,,, +kerksbi01,1939,1,PHI,NL,0,2,23,2,1,0,0,188,81,50,13,32,13,0.32,7.18,,4,0,0,290,16,52,,, +kimbeha01,1939,1,SLA,AL,1,2,17,3,0,0,0,123,59,25,6,19,11,0.32,5.49,,0,2,0,205,6,35,,, +klingbo01,1939,1,PIT,NL,14,17,37,33,10,2,0,675,251,109,11,81,64,0.28,4.36,,6,3,0,989,3,120,,, +knottja01,1939,1,CHA,AL,11,6,25,23,8,0,0,449,157,69,13,41,56,0.26,4.15,,4,1,1,641,0,71,,, +krakajo01,1939,1,WS1,AL,11,17,39,29,12,0,1,652,230,111,13,114,110,0.27,4.6,,5,1,1,966,8,125,,, +krameja01,1939,1,SLA,AL,9,16,40,31,10,2,0,635,269,137,18,127,68,0.31,5.83,,9,3,0,998,5,150,,, +laniema01,1939,1,SLN,NL,2,1,7,6,2,0,0,113,29,10,0,13,14,0.22,2.39,,0,1,0,149,0,11,,, +lannijo01,1939,1,BSN,NL,5,6,37,6,3,0,4,387,120,49,6,53,45,0.25,3.42,,1,2,0,548,14,53,,, +lawsoro01,1939,1,DET,AL,1,1,2,1,0,0,0,34,7,6,1,7,4,0.16,4.76,,0,0,0,50,1,7,,, +lawsoro01,1939,2,SLA,AL,3,7,36,14,5,0,0,452,181,89,10,83,43,0.3,5.32,,4,2,0,693,14,93,,, +leebi02,1939,1,CHN,NL,19,15,37,36,20,1,0,847,295,108,18,85,105,0.27,3.44,,4,1,1,1202,1,125,,, +leeth01,1939,1,CHA,AL,15,11,33,29,15,2,3,705,260,110,14,70,81,0.28,4.21,,2,3,1,1008,4,121,,, +lefebbi01,1939,1,BOS,AL,1,1,5,3,0,0,0,79,35,17,2,14,8,0.33,5.81,,0,0,0,122,2,17,,, +leonadu02,1939,1,WS1,AL,20,8,34,34,21,2,0,808,273,106,16,59,88,0.26,3.54,,6,5,0,1133,0,124,,, +lillage01,1939,1,CHN,NL,3,5,20,7,2,0,0,165,68,40,2,36,31,0.3,6.55,,2,3,0,264,4,48,,, +livenwe01,1939,1,CIN,NL,0,0,5,0,0,0,0,17,9,6,3,3,4,0.36,9.53,,0,0,0,28,3,6,,, +lohrmbi01,1939,1,NY1,NL,12,13,38,24,9,1,1,557,200,84,15,45,70,0.28,4.07,,5,3,0,769,7,91,,, +lynnre01,1939,1,DET,AL,0,1,4,0,0,0,0,25,11,8,2,3,3,0.32,8.64,,0,1,1,40,3,8,,, +lynnre01,1939,2,NY1,NL,1,0,26,0,0,0,1,149,44,17,3,21,22,0.24,3.08,,0,2,0,214,11,21,,, +lyonste01,1939,1,CHA,AL,14,6,21,21,16,0,0,518,162,53,7,26,65,0.24,2.76,,0,1,0,702,0,71,,, +macfada01,1939,1,BSN,NL,8,14,33,28,8,0,2,575,221,83,11,59,46,0.29,3.9,,2,4,1,846,3,100,,, +marcujo01,1939,1,SLA,AL,2,5,12,6,2,0,0,143,66,41,12,10,14,0.33,7.74,,0,1,0,214,5,43,,, +marcujo01,1939,2,CHA,AL,3,3,19,6,2,0,0,270,125,60,15,19,32,0.32,6,,2,0,0,415,8,66,,, +martyjo01,1939,2,PHI,NL,0,0,1,0,0,0,0,12,2,2,0,3,1,0.15,4.5,,0,0,0,17,1,2,,, +mastewa01,1939,1,PHA,AL,0,0,4,0,0,0,0,33,15,8,0,8,2,0.3,6.55,,0,0,0,58,4,9,,, +mastewa02,1939,1,WS1,AL,2,2,24,5,1,0,0,175,66,36,2,48,12,0.29,5.55,,2,2,0,287,14,44,,, +mccarjo03,1939,1,NY1,NL,0,0,1,0,0,0,0,15,8,4,1,2,0,0.36,7.2,,0,0,0,24,1,4,,, +mccrale01,1939,1,PHA,AL,1,2,5,4,2,0,0,107,42,16,4,10,11,0.29,4.04,,0,1,0,160,1,20,,, +mcgeebi01,1939,1,SLN,NL,12,5,43,17,5,4,0,468,155,66,14,59,56,0.26,3.81,,2,0,0,663,9,68,,, +mckaiar01,1939,1,DET,AL,5,6,32,11,4,1,4,389,120,53,6,54,49,0.24,3.68,,1,0,0,554,12,66,,, +meltocl01,1939,1,NY1,NL,12,15,41,23,9,2,5,622,214,82,7,65,95,0.26,3.56,,2,4,0,886,13,94,,, +millsle01,1939,1,SLA,AL,4,11,34,14,4,0,2,433,147,105,16,113,103,0.26,6.55,,4,8,1,695,12,114,,, +milnaal01,1939,1,CLE,AL,14,12,37,26,12,2,3,627,212,88,11,99,76,0.26,3.79,,4,0,1,920,10,96,,, +moorete01,1939,1,SLN,NL,0,0,1,0,0,0,0,3,0,0,0,0,1,0,0,,0,0,0,4,1,0,,, +moorewh01,1939,1,CIN,NL,13,12,42,24,9,2,3,563,177,72,10,95,81,0.25,3.45,,3,6,1,819,11,88,,, +moranhi01,1939,1,BSN,NL,1,1,6,2,1,0,0,60,21,10,3,11,4,0.27,4.5,,0,0,1,90,1,10,,, +mulcahu01,1939,1,PHI,NL,9,16,38,31,14,1,4,677,246,125,19,93,59,0.28,4.99,,11,11,0,1006,7,144,,, +muncrbo01,1939,1,SLA,AL,0,0,2,0,0,0,0,9,7,5,1,3,1,0.5,15,,0,0,0,18,0,5,,, +mungova01,1939,1,BRO,NL,4,5,14,10,1,0,0,232,70,28,7,33,34,0.23,3.26,,2,3,0,335,3,36,,, +murphjo04,1939,1,NYA,AL,3,6,38,0,0,0,19,184,57,30,2,28,30,0.25,4.4,,0,0,0,260,34,33,,, +nagelbi01,1939,1,PHA,AL,0,0,1,0,0,0,0,9,7,4,1,1,0,0.43,12,,0,0,0,18,1,5,,, +naktepe01,1939,1,CIN,NL,0,0,3,0,0,0,0,12,2,1,0,0,1,0.15,2.25,,1,2,0,15,0,1,,, +naymimi01,1939,1,CLE,AL,0,1,2,1,1,0,0,14,3,1,0,5,3,0.18,1.93,,0,0,0,22,1,1,,, +nelsoly01,1939,1,PHA,AL,10,13,35,24,12,2,1,593,233,105,27,64,75,0.29,4.78,,0,3,0,877,11,117,,, +newhoha01,1939,1,DET,AL,0,1,1,1,1,0,0,15,3,3,0,4,4,0.18,5.4,,3,0,0,22,0,3,,, +newsobo01,1939,1,SLA,AL,3,1,6,6,3,0,0,137,50,24,5,22,28,0.26,4.73,,0,1,0,211,0,26,,, +newsobo01,1939,2,DET,AL,17,10,35,31,21,3,2,738,222,92,14,104,164,0.23,3.37,,4,2,0,1050,4,100,,, +niggejo01,1939,1,CIN,NL,2,1,10,5,2,1,0,121,51,26,2,13,20,0.3,5.8,,0,2,0,185,1,28,,, +olsenve01,1939,1,CHN,NL,1,0,4,0,0,0,0,23,2,0,0,7,3,0.08,0,,0,0,0,30,4,0,,, +osterfr01,1939,1,BOS,AL,11,7,34,20,8,0,4,478,173,75,6,58,61,0.27,4.24,,5,2,0,701,9,86,,, +pagesa01,1939,1,PHA,AL,0,3,4,3,1,0,0,66,34,17,1,15,11,0.34,6.95,,0,0,0,115,0,27,,, +pageva01,1939,1,CHN,NL,7,7,27,17,8,1,1,418,169,60,8,37,43,0.29,3.88,,2,1,0,620,6,77,,, +palagmi01,1939,1,WS1,AL,0,0,1,0,0,0,0,0,0,3,0,3,0,0,,,0,1,0,4,0,3,,, +parmero01,1939,1,PHA,AL,1,6,14,5,0,0,1,134,42,32,2,35,13,0.23,6.45,,4,3,0,220,8,41,,, +passecl01,1939,1,PHI,NL,2,4,8,8,4,1,0,160,54,25,1,25,29,0.26,4.22,,0,1,0,236,0,26,,, +passecl01,1939,2,CHN,NL,13,9,34,27,13,1,3,663,215,75,8,48,108,0.25,3.05,,0,4,0,914,6,86,,, +pearsik01,1939,1,PHI,NL,2,13,26,13,4,0,0,375,144,80,15,56,29,0.29,5.76,,2,5,0,570,10,84,,, +pearsmo01,1939,1,NYA,AL,12,5,22,20,8,0,0,439,151,73,9,70,76,0.27,4.49,,2,1,0,639,0,77,,, +pippeco01,1939,1,PHA,AL,4,11,25,17,5,0,1,356,169,79,13,40,33,0.32,5.99,,4,1,0,566,4,97,,, +pippeco01,1939,2,DET,AL,0,1,3,2,0,0,0,42,18,11,1,6,5,0.31,7.07,,0,0,0,69,0,13,,, +poffebo01,1939,1,BRO,NL,0,0,3,1,0,0,0,15,7,3,1,4,2,0.31,5.4,,0,0,0,26,1,3,,, +poindje01,1939,1,PHI,NL,0,0,11,1,0,0,0,91,29,14,0,15,12,0.25,4.15,,0,0,0,134,7,19,,, +posedbi01,1939,1,BSN,NL,15,13,33,29,18,5,0,662,221,96,8,78,73,0.26,3.92,,1,0,1,927,3,103,,, +pottene01,1939,1,PHA,AL,8,12,41,25,9,0,2,589,258,144,26,88,60,0.32,6.6,,12,5,2,922,12,163,,, +pressto01,1939,1,BRO,NL,9,7,31,18,10,2,2,470,171,70,8,33,43,0.27,4.02,,3,1,1,669,9,76,,, +pyleew01,1939,1,SLA,AL,0,2,6,1,0,0,0,25,17,12,3,11,5,0.4,12.96,,0,0,0,55,1,15,,, +raffeke01,1939,1,SLN,NL,0,0,1,0,0,0,0,3,2,0,0,0,1,0.4,0,,0,0,0,5,1,0,,, +rambepe01,1939,1,PIT,NL,0,0,2,0,0,0,0,11,7,4,0,1,4,0.38,9.82,,1,0,0,19,2,4,,, +reninji01,1939,1,PHA,AL,0,2,4,2,0,0,0,49,24,14,3,12,3,0.36,7.71,,3,0,0,82,0,15,,, +richwo01,1939,1,BOS,AL,4,3,21,12,3,0,1,231,78,42,2,35,24,0.26,4.91,,0,5,0,344,4,46,,, +riddlel01,1939,1,CIN,NL,0,0,1,0,0,0,0,6,1,0,0,0,0,0.14,0,,0,0,0,7,0,0,,, +rignejo01,1939,1,CHA,AL,15,8,35,29,11,2,0,656,208,90,10,84,119,0.24,3.7,,3,2,1,946,4,103,,, +rootch01,1939,1,CHN,NL,8,8,35,16,8,0,4,502,189,75,11,34,65,0.28,4.03,,0,2,1,709,12,83,,, +rossbu02,1939,1,PHA,AL,6,14,29,28,6,1,0,522,216,116,17,95,43,0.3,6,,5,0,0,833,0,143,,, +rowesc01,1939,1,DET,AL,10,12,28,24,8,1,0,492,192,91,17,61,51,0.29,4.99,,2,2,0,734,2,113,,, +ruffire01,1939,1,NYA,AL,21,7,28,28,22,5,0,700,211,76,15,75,95,0.24,2.93,,3,2,0,968,0,88,,, +russeja01,1939,1,CHN,NL,4,3,39,0,0,0,3,206,78,28,3,24,32,0.28,3.67,,1,0,0,308,24,32,,, +russoma01,1939,1,NYA,AL,8,3,21,11,9,2,2,348,86,31,6,41,55,0.21,2.41,,1,1,0,462,5,37,,, +salvoma01,1939,1,NY1,NL,4,10,32,18,4,0,1,408,150,70,11,75,69,0.28,4.63,,3,5,0,626,7,84,,, +saylebi01,1939,1,BOS,AL,0,0,5,0,0,0,0,42,14,11,1,13,9,0.26,7.07,,2,0,0,67,3,13,,, +schelji01,1939,1,PHA,AL,0,0,1,0,0,0,0,0,1,3,0,3,0,1,,,0,1,0,5,0,3,,, +schotge01,1939,1,PHI,NL,0,1,4,0,0,0,0,33,14,6,0,5,1,0.32,4.91,,0,2,0,54,1,7,,, +schumha02,1939,1,NY1,NL,13,10,29,27,8,0,0,545,199,97,14,89,58,0.27,4.81,,5,3,0,828,1,106,,, +sewelri01,1939,1,PIT,NL,10,9,52,12,5,1,2,529,177,80,10,73,69,0.26,4.08,,1,1,0,763,20,93,,, +shoffmi01,1939,1,BSN,NL,4,6,25,11,7,0,1,397,133,46,4,42,51,0.26,3.13,,0,1,0,562,10,56,,, +shoffmi01,1939,2,CIN,NL,2,2,10,3,0,0,0,113,43,14,3,11,6,0.28,3.35,,1,2,0,167,2,18,,, +shouncl01,1939,1,SLN,NL,3,1,53,2,0,0,9,309,98,43,4,42,50,0.24,3.76,,1,2,1,449,25,51,,, +smithal03,1939,1,PHI,NL,0,0,5,0,0,0,0,27,11,4,1,5,2,0.31,4,,0,2,0,42,1,5,,, +smithda01,1939,1,PHA,AL,0,0,1,0,0,0,0,0,1,0,0,2,0,1,,,0,0,0,3,0,0,,, +smithed04,1939,1,PHA,AL,1,0,3,0,0,0,0,11,7,4,0,2,3,0.41,9.82,,0,0,1,20,0,4,,, +smithed04,1939,2,CHA,AL,9,11,29,22,7,1,0,530,161,72,11,90,67,0.24,3.67,,3,4,0,762,5,83,,, +stromfl01,1939,1,CLE,AL,0,1,5,0,0,0,0,39,13,7,1,13,4,0.26,4.85,,1,0,0,64,2,8,,, +sullijo05,1939,1,BSN,NL,6,9,31,11,7,0,2,341,114,46,3,50,46,0.26,3.64,,4,2,0,496,12,57,,, +sullile01,1939,1,CLE,AL,0,1,7,1,0,0,0,38,9,6,0,9,4,0.21,4.26,,0,1,0,54,4,8,,, +sundrst01,1939,1,NYA,AL,11,1,24,11,8,1,0,362,110,37,7,56,27,0.24,2.76,,3,0,0,521,8,43,,, +sunketo01,1939,1,SLN,NL,4,4,20,11,2,1,0,256,79,40,4,56,54,0.24,4.22,,9,1,0,392,5,47,,, +swiftbi01,1939,1,PIT,NL,5,7,36,8,2,1,4,389,150,56,6,28,56,0.29,3.89,,0,3,0,559,18,60,,, +swigaoa01,1939,1,PIT,NL,1,1,3,3,1,1,0,73,27,12,1,6,8,0.29,4.44,,0,0,0,100,0,14,,, +tamulvi01,1939,1,BRO,NL,9,8,39,17,8,1,4,476,177,77,10,45,83,0.28,4.37,,6,8,0,689,14,81,,, +thomabu01,1939,1,PHA,AL,0,1,2,2,0,0,0,12,8,7,2,1,0,0.42,15.75,,0,0,0,21,0,8,,, +thomabu01,1939,2,WS1,AL,0,0,4,0,0,0,0,27,11,6,0,2,0,0.3,6,,2,0,0,39,1,7,,, +thomabu01,1939,3,DET,AL,7,0,27,0,0,0,1,142,45,22,7,20,14,0.25,4.18,,2,0,0,202,15,25,,, +thompju01,1939,1,CIN,NL,13,5,42,11,5,3,2,457,130,43,6,55,87,0.23,2.54,,1,3,0,625,19,51,,, +thumalo01,1939,1,WS1,AL,0,0,3,0,0,0,0,12,5,4,0,2,1,0.27,9,,0,0,0,21,2,6,,, +tobinji01,1939,1,PIT,NL,9,9,25,19,8,0,0,436,194,73,7,33,43,0.31,4.52,,1,2,0,655,4,84,,, +trottbi01,1939,1,SLA,AL,6,13,41,13,4,0,0,470,205,93,16,54,61,0.31,5.34,,0,5,1,714,14,120,,, +troutdi01,1939,1,DET,AL,9,10,33,22,6,0,2,486,168,65,5,74,72,0.27,3.61,,5,4,1,716,6,82,,, +turneji01,1939,1,BSN,NL,4,11,25,22,9,0,0,473,181,75,10,51,50,0.29,4.28,,2,4,0,692,2,83,,, +vanatru01,1939,1,SLA,AL,0,0,2,1,0,0,0,21,9,9,0,7,6,0.31,11.57,,0,1,1,38,0,10,,, +vandehy01,1939,1,NY1,NL,0,0,2,1,0,0,0,19,10,4,0,6,3,0.34,5.68,,0,0,0,35,1,5,,, +vandejo01,1939,1,CIN,NL,5,9,30,21,8,0,0,387,128,67,7,95,102,0.26,4.67,,3,2,2,593,4,76,,, +veigeal01,1939,1,BSN,NL,0,1,2,2,0,0,0,8,3,2,0,5,1,0.25,6.75,,0,0,0,18,0,6,,, +wadeja01,1939,1,BOS,AL,1,4,20,6,1,0,0,143,68,33,1,37,21,0.35,6.23,,2,0,0,234,8,34,,, +wadeja01,1939,2,SLA,AL,0,2,4,2,1,0,0,49,26,20,1,19,9,0.35,11.02,,0,0,0,93,0,25,,, +wagnech01,1939,1,BOS,AL,3,1,9,5,0,0,0,115,49,18,3,14,13,0.32,4.23,,0,0,1,170,2,19,,, +walkuji02,1939,1,SLA,AL,0,1,1,0,0,0,0,2,2,0,0,1,0,0.5,0,,0,0,0,5,1,1,,, +walkuji02,1939,2,DET,AL,0,1,7,0,0,0,0,36,15,10,3,8,5,0.31,7.5,,0,0,0,59,4,10,,, +waltebu01,1939,1,CIN,NL,27,11,39,36,31,2,0,957,250,81,15,109,137,0.22,2.29,,8,6,3,1283,2,98,,, +warnelo01,1939,1,SLN,NL,13,7,34,21,6,2,2,486,160,68,14,49,59,0.25,3.78,,2,2,0,675,7,73,,, +weaveji01,1939,1,CIN,NL,0,0,3,0,0,0,0,9,3,1,0,1,3,0.25,3,,0,0,0,13,1,1,,, +weavemo01,1939,1,BOS,AL,1,0,9,1,1,0,1,61,26,15,0,13,6,0.32,6.64,,2,1,0,99,2,15,,, +weilabo01,1939,1,SLN,NL,10,12,32,23,6,3,1,439,146,58,4,50,63,0.26,3.57,,0,6,0,625,4,69,,, +weirro01,1939,1,BSN,NL,0,0,2,0,0,0,0,8,1,0,0,1,2,0.12,0,,0,0,0,10,1,0,,, +whiteea01,1939,1,CHN,NL,4,7,24,11,2,1,1,268,102,51,8,50,42,0.29,5.14,,4,5,0,416,5,59,,, +whitejo02,1939,1,CHA,AL,0,3,7,4,0,0,0,96,60,29,4,5,9,0.4,8.16,,0,0,0,158,0,30,,, +whitejo02,1939,2,SLA,AL,1,3,26,4,0,0,1,198,88,43,10,17,9,0.32,5.86,,2,2,0,302,12,49,,, +wilsoja01,1939,1,BOS,AL,11,11,36,22,6,0,2,532,198,92,10,75,80,0.28,4.67,,4,1,0,797,5,109,,, +wittijo01,1939,1,NY1,NL,0,2,5,2,1,0,0,50,18,14,0,14,4,0.28,7.56,,2,1,0,82,0,15,,, +wyattwh01,1939,1,BRO,NL,8,3,16,14,6,2,0,327,88,28,3,39,52,0.22,2.31,,3,2,0,451,2,34,,, +wynnea01,1939,1,WS1,AL,0,2,3,3,1,0,0,61,26,13,0,10,1,0.31,5.75,,2,0,0,97,0,15,,, +zuberbi01,1939,1,CLE,AL,2,0,16,1,0,0,0,95,41,21,2,19,16,0.32,5.97,,0,1,0,152,10,24,,, +allenjo02,1940,1,CLE,AL,9,8,32,17,5,3,5,416,126,53,3,48,62,0.24,3.44,,0,3,0,576,12,61,,, +anderre01,1940,1,WS1,AL,1,1,2,2,2,0,0,42,12,6,0,5,3,0.24,3.86,,2,0,0,55,0,6,,, +andrena01,1940,1,CLE,AL,0,1,6,0,0,0,0,36,16,8,1,6,3,0.32,6,,1,0,0,55,2,9,,, +applepe01,1940,1,CHA,AL,4,0,25,0,0,0,5,173,54,36,8,28,21,0.24,5.62,,3,1,0,254,16,39,,, +aukerel01,1940,1,SLA,AL,16,11,38,35,20,2,0,791,299,116,17,96,78,0.28,3.96,,0,3,1,1176,0,129,,, +babicjo01,1940,1,PHA,AL,14,13,31,30,16,1,0,688,222,95,16,80,94,0.24,3.73,,0,1,0,988,1,111,,, +bagbyji02,1940,1,BOS,AL,10,16,36,21,6,1,2,548,217,96,15,83,57,0.29,4.73,,5,1,0,829,12,104,,, +barnige01,1940,1,BSN,NL,1,0,13,2,1,0,0,98,28,27,1,31,11,0.23,7.44,,1,6,1,158,2,28,,, +barrere01,1940,1,CIN,NL,1,0,3,0,0,0,0,8,5,2,0,1,0,0.45,6.75,,0,0,0,12,0,2,,, +bauerru01,1940,1,PIT,NL,0,2,15,2,0,0,0,92,42,26,2,18,11,0.32,7.63,,3,2,0,153,2,29,,, +beckbo01,1940,1,PHI,NL,4,9,29,15,4,0,0,388,147,62,13,41,38,0.28,4.31,,1,9,0,574,10,69,,, +beckmbi01,1940,1,PHA,AL,8,4,34,9,6,2,1,382,132,59,11,35,47,0.26,4.17,,1,1,0,543,16,68,,, +beggsjo01,1940,1,CIN,NL,12,3,37,1,0,0,7,230,68,17,1,21,25,0.24,2,,0,1,0,305,27,19,,, +bentoal01,1940,1,DET,AL,6,10,42,0,0,0,17,238,93,39,5,36,50,0.29,4.42,,2,0,0,361,35,44,,, +bessehe01,1940,1,PHA,AL,0,3,17,5,0,0,0,159,70,52,10,34,19,0.31,8.83,,2,3,0,262,7,56,,, +bildiem01,1940,1,SLA,AL,2,4,28,11,3,0,1,291,113,60,12,52,32,0.29,5.57,,3,2,0,437,5,68,,, +blantcy01,1940,1,PHI,NL,4,3,13,10,5,0,0,231,82,37,7,21,24,0.27,4.32,,5,1,0,330,2,43,,, +bonetju01,1940,1,CHN,NL,0,0,1,0,0,0,0,4,3,3,0,4,0,0.42,20.25,,0,0,0,11,0,3,,, +bonhati01,1940,1,NYA,AL,9,3,12,12,10,3,0,298,83,21,4,13,37,0.22,1.9,,0,0,1,386,0,24,,, +bowmabo01,1940,1,SLN,NL,7,5,28,17,7,0,0,343,118,55,9,43,43,0.26,4.33,,4,4,0,499,3,66,,, +bowmajo01,1940,1,PIT,NL,9,10,32,24,10,0,2,563,209,93,10,66,57,0.27,4.46,,1,7,1,844,5,113,,, +brechha01,1940,1,SLN,NL,0,0,3,0,0,0,0,10,2,0,0,2,4,0.16,0,,0,0,0,14,3,1,,, +breuema01,1940,1,NYA,AL,8,9,27,22,10,0,0,492,175,83,20,61,71,0.26,4.55,,3,0,0,722,2,89,,, +bridgto01,1940,1,DET,AL,12,9,29,28,12,2,0,593,171,74,11,88,133,0.22,3.37,,5,0,0,843,1,89,,, +browncl01,1940,1,CHA,AL,4,6,37,0,0,0,10,198,75,27,5,16,23,0.28,3.68,,1,2,0,291,36,30,,, +brownju01,1940,1,NY1,NL,2,4,41,0,0,0,7,166,49,21,5,25,31,0.23,3.42,,5,0,0,240,23,25,,, +brownll01,1940,1,PHI,NL,1,3,18,2,0,0,3,113,58,26,3,16,16,0.35,6.21,,3,0,0,185,11,26,,, +brownma01,1940,1,PIT,NL,10,9,48,17,5,1,7,519,181,67,5,49,73,0.26,3.49,,4,2,0,737,21,78,,, +brunero01,1940,1,PHI,NL,0,0,2,0,0,0,0,19,5,4,2,6,4,0.22,5.68,,0,0,0,29,0,4,,, +bryancl01,1940,1,CHN,NL,0,1,8,0,0,0,0,79,26,14,2,14,5,0.26,4.78,,1,0,0,116,5,17,,, +butchma01,1940,1,PIT,NL,8,9,35,24,6,2,2,409,161,91,13,46,40,0.29,6.01,,1,1,1,608,5,99,,, +butlabi01,1940,1,BOS,AL,1,2,3,3,1,0,0,63,27,13,0,10,5,0.3,5.57,,0,0,0,99,0,13,,, +callajo01,1940,1,BSN,NL,0,2,6,2,0,0,0,45,20,17,1,13,3,0.35,10.2,,1,0,0,72,0,17,,, +carlete01,1940,1,BRO,NL,6,6,34,17,4,1,2,447,140,63,12,47,88,0.24,3.81,,1,3,0,626,10,68,,, +carpebo01,1940,1,NY1,NL,2,0,5,3,2,0,0,99,29,10,2,14,25,0.23,2.73,,0,0,0,137,1,11,,, +carraal01,1940,1,WS1,AL,6,2,28,0,0,0,0,144,42,26,4,29,19,0.24,4.88,,1,0,0,208,17,26,,, +caseyhu01,1940,1,BRO,NL,11,8,44,10,5,2,2,462,136,62,13,51,53,0.23,3.62,,4,6,1,647,19,63,,, +castege01,1940,1,PHA,AL,4,19,36,24,11,0,2,535,234,130,18,69,75,0.31,6.56,,3,3,1,835,8,160,,, +chandsp01,1940,1,NYA,AL,8,7,27,24,6,1,0,516,184,88,12,60,56,0.27,4.6,,1,6,0,741,2,100,,, +chaseke01,1940,1,WS1,AL,15,17,35,34,20,1,0,785,260,94,14,143,129,0.26,3.23,,12,5,1,1165,1,120,,, +coffmdi01,1940,1,BSN,NL,1,5,31,0,0,0,3,145,63,29,4,11,11,0.32,5.4,,0,2,0,213,15,33,,, +coffmsl01,1940,1,SLA,AL,2,2,31,4,1,0,1,224,108,52,5,23,26,0.33,6.27,,2,0,0,352,10,62,,, +congedi01,1940,1,DET,AL,1,0,2,0,0,0,0,9,2,1,0,3,1,0.2,3,,0,0,0,14,0,1,,, +coopemo01,1940,1,SLN,NL,11,12,38,29,16,3,3,692,225,93,12,86,95,0.25,3.63,,5,3,2,992,6,103,,, +coxbi01,1940,1,SLA,AL,0,1,12,0,0,0,0,52,23,14,3,12,7,0.33,7.27,,1,0,0,84,7,17,,, +daviscu01,1940,1,SLN,NL,0,4,14,7,0,0,1,162,73,31,4,19,12,0.32,5.17,,1,1,0,244,4,34,,, +daviscu01,1940,2,BRO,NL,8,7,22,18,9,0,2,411,135,58,13,19,46,0.25,3.81,,0,1,0,553,4,62,,, +deanch01,1940,1,PHA,AL,6,13,30,19,8,1,1,478,220,117,21,63,38,0.32,6.61,,5,0,0,754,8,136,,, +deandi01,1940,1,CHN,NL,3,3,10,9,3,0,0,162,68,31,4,20,18,0.3,5.17,,0,0,0,247,1,35,,, +deanpa01,1940,1,NY1,NL,4,4,27,7,2,0,0,298,110,43,8,29,32,0.28,3.9,,1,0,0,426,11,50,,, +derripa01,1940,1,CIN,NL,20,12,37,37,26,3,0,890,280,101,17,48,115,0.24,3.06,,1,0,0,1205,0,110,,, +dickmem01,1940,1,BOS,AL,8,6,35,9,2,0,3,300,121,67,15,38,40,0.29,6.03,,1,4,0,460,11,74,,, +dicksmu01,1940,1,SLN,NL,0,0,1,1,0,0,0,5,5,3,0,1,0,0.5,16.2,,1,0,0,11,0,4,,, +dietrbi01,1940,1,CHA,AL,10,6,23,17,6,1,0,449,154,67,10,65,43,0.26,4.03,,4,0,0,652,3,78,,, +dietzdu01,1940,1,PIT,NL,0,1,4,2,0,0,0,46,22,10,2,4,8,0.35,5.87,,1,0,0,66,1,11,,, +dobsojo01,1940,1,CLE,AL,3,7,40,7,2,1,3,300,101,55,8,48,57,0.26,4.95,,7,0,0,432,16,60,,, +donalat01,1940,1,NYA,AL,8,3,24,11,6,1,0,356,113,40,11,59,60,0.24,3.03,,2,2,2,519,10,49,,, +dorseca01,1940,1,CLE,AL,0,0,1,0,0,0,0,3,1,1,1,0,0,0.25,9,,0,0,0,4,1,1,,, +doyleca01,1940,1,BRO,NL,0,0,3,0,0,0,1,17,18,17,3,6,4,0.54,27,,2,4,0,44,2,17,,, +doyleca01,1940,2,SLN,NL,3,3,21,5,1,0,0,243,99,53,7,41,44,0.29,5.89,,3,6,0,388,6,57,,, +earleto01,1940,1,BSN,NL,2,0,4,1,1,1,0,49,16,7,1,3,5,0.26,3.86,,0,2,0,65,1,7,,, +eavesva01,1940,1,CHA,AL,0,2,5,3,0,0,0,56,22,14,2,24,11,0.3,6.75,,2,1,0,98,1,16,,, +eisenha01,1940,1,CLE,AL,1,4,27,3,0,0,4,215,78,25,6,12,27,0.28,3.14,,2,0,0,291,13,25,,, +erricdi01,1940,1,BSN,NL,12,13,34,29,17,3,3,709,241,83,8,90,34,0.27,3.16,,1,1,0,997,4,91,,, +fellebo01,1940,1,CLE,AL,27,11,43,37,31,4,4,961,245,93,13,118,261,0.21,2.61,,8,5,0,1304,5,102,,, +ferrewe01,1940,1,BRO,NL,0,0,1,0,0,0,0,12,4,3,0,4,4,0.25,6.75,,0,1,0,21,1,3,,, +fettelo01,1940,1,BSN,NL,0,5,7,5,0,0,0,97,38,20,0,18,2,0.3,5.57,,1,1,0,146,2,23,,, +fettelo01,1940,2,BRO,NL,0,0,2,0,0,0,0,9,3,0,0,2,0,0.3,0,,0,0,0,12,1,0,,, +fitzsfr01,1940,1,BRO,NL,16,2,20,18,11,4,1,403,120,42,5,25,35,0.23,2.81,,2,1,0,543,2,43,,, +flemibi01,1940,1,BOS,AL,1,2,10,6,1,0,0,139,53,25,4,20,24,0.29,4.86,,2,2,0,206,2,27,,, +flowewe01,1940,1,BRO,NL,1,1,5,2,0,0,0,63,23,8,2,10,8,0.29,3.43,,1,3,0,96,1,10,,, +frencla01,1940,1,CHN,NL,14,14,40,33,18,3,2,738,240,90,12,64,107,0.25,3.29,,0,4,0,1024,6,93,,, +fryech01,1940,1,PHI,NL,0,6,15,5,1,0,0,151,58,26,3,26,18,0.29,4.65,,0,0,1,228,6,32,,, +galehde01,1940,1,BOS,AL,6,6,25,20,5,0,0,360,155,69,10,41,53,0.31,5.18,,4,0,1,543,3,77,,, +gelbech01,1940,1,WS1,AL,0,0,2,0,0,0,0,12,5,4,2,3,1,0.27,9,,0,0,0,21,2,4,,, +giebefl01,1940,1,DET,AL,2,0,2,2,2,1,0,54,14,2,2,4,11,0.2,1,,1,0,0,73,0,2,,, +gomezle01,1940,1,NYA,AL,3,3,9,5,0,0,0,82,37,20,2,18,14,0.32,6.59,,3,1,0,134,3,20,,, +gorsijo01,1940,1,DET,AL,7,7,29,20,5,2,0,480,170,77,10,57,68,0.27,4.33,,2,4,1,692,2,85,,, +grissle01,1940,1,NYA,AL,0,0,5,0,0,0,0,14,4,0,0,2,1,0.25,0,,0,0,0,19,5,0,,, +grissle01,1940,2,BRO,NL,2,5,14,10,3,1,0,221,59,23,3,34,56,0.21,2.81,,1,0,0,311,1,30,,, +grovele01,1940,1,BOS,AL,7,6,22,21,9,1,0,460,159,68,20,50,62,0.26,3.99,,1,1,0,652,1,73,,, +groveor01,1940,1,CHA,AL,0,0,3,0,0,0,0,18,4,2,0,4,1,0.18,3,,0,0,0,26,3,2,,, +guisele01,1940,1,CIN,NL,0,0,2,0,0,0,0,23,8,1,0,5,1,0.29,1.17,,0,1,0,34,0,2,,, +gumbeha01,1940,1,NY1,NL,12,14,35,30,14,2,2,711,230,99,17,81,77,0.25,3.76,,8,3,1,1007,4,110,,, +hadlebu01,1940,1,NYA,AL,3,5,25,2,0,0,2,240,88,51,4,52,39,0.27,5.74,,5,1,0,382,9,62,,, +halleja01,1940,1,CHA,AL,1,1,2,2,1,0,0,42,15,10,1,6,9,0.27,6.43,,0,1,0,63,0,10,,, +hamlilu01,1940,1,BRO,NL,9,8,33,25,9,2,0,547,183,62,17,34,91,0.25,3.06,,0,2,0,758,2,77,,, +hardeme01,1940,1,CLE,AL,12,11,31,25,5,0,0,559,200,84,16,59,76,0.27,4.06,,2,5,0,797,2,96,,, +harrera01,1940,1,PIT,NL,0,0,3,0,0,0,0,10,5,3,0,2,3,0.33,8.1,,2,0,0,17,2,5,,, +harribo01,1940,1,SLA,AL,11,15,35,28,8,1,1,581,225,106,24,85,49,0.29,4.93,,8,3,0,877,5,120,,, +harrimi01,1940,1,BOS,AL,4,2,13,9,3,0,0,205,83,38,8,26,36,0.29,5,,3,2,0,313,2,40,,, +hashhe01,1940,1,BOS,AL,7,7,34,12,3,1,3,360,123,66,11,84,36,0.26,4.95,,3,5,0,558,15,68,,, +haynejo01,1940,1,WS1,AL,3,6,22,7,1,0,0,190,85,46,4,34,23,0.32,6.54,,3,1,0,298,6,50,,, +headed01,1940,1,BRO,NL,1,2,13,5,2,0,0,118,40,18,0,18,13,0.26,4.12,,0,0,0,176,3,21,,, +heintke01,1940,1,PIT,NL,8,8,39,16,5,2,3,495,193,82,7,65,71,0.29,4.47,,7,4,1,742,12,86,,, +heussed01,1940,1,PHA,AL,6,13,41,6,2,0,5,330,144,61,11,42,39,0.3,4.99,,1,2,0,518,26,84,,, +hevinjo02,1940,1,BOS,AL,12,7,39,7,4,0,3,357,129,53,7,42,55,0.27,4.01,,1,3,0,525,21,63,,, +higbeki01,1940,1,PHI,NL,14,19,41,36,20,1,1,849,242,117,12,121,137,0.23,3.72,,9,3,1,1194,4,126,,, +hildeor01,1940,1,NYA,AL,1,1,13,0,0,0,0,58,19,4,1,14,5,0.26,1.86,,0,1,0,88,8,7,,, +hoersle01,1940,1,PHI,NL,1,0,6,0,0,0,0,36,12,7,1,8,3,0.25,5.25,,0,0,0,54,6,7,,, +hollial01,1940,1,WS1,AL,1,0,3,2,0,0,0,54,18,11,0,11,7,0.26,5.5,,0,0,0,81,1,12,,, +howeldi01,1940,1,CLE,AL,0,0,3,0,0,0,0,15,2,1,0,4,2,0.14,1.8,,0,0,0,19,3,1,,, +hubbeca01,1940,1,NY1,NL,11,12,31,27,11,2,0,643,220,87,22,59,86,0.25,3.65,,3,2,0,916,3,102,,, +hudliwi01,1940,1,CLE,AL,2,1,4,4,2,0,0,71,31,13,3,2,8,0.31,4.94,,0,0,1,100,0,13,,, +hudliwi01,1940,2,WS1,AL,1,2,8,6,1,0,0,112,50,27,9,5,9,0.31,6.51,,1,2,0,169,1,33,,, +hudliwi01,1940,3,SLA,AL,0,1,6,1,0,0,0,34,19,14,0,8,4,0.35,11.12,,0,0,0,61,3,16,,, +hudliwi01,1940,4,NY1,NL,0,1,1,1,0,0,0,15,9,6,1,1,1,0.4,10.8,,0,0,0,23,0,6,,, +hudsosi01,1940,1,WS1,AL,17,16,38,31,19,3,1,756,272,128,20,81,96,0.27,4.57,,6,3,1,1090,3,149,,, +humphjo02,1940,1,CLE,AL,0,2,19,1,1,0,1,101,35,31,5,29,17,0.26,8.29,,0,2,0,166,4,35,,, +hutchfr01,1940,1,DET,AL,3,7,17,10,1,0,0,228,85,48,6,26,32,0.28,5.68,,0,2,1,335,6,52,,, +hutchir01,1940,1,SLN,NL,4,2,20,2,1,0,1,190,68,22,3,19,19,0.27,3.13,,1,0,0,274,9,27,,, +hutchjo02,1940,1,CIN,NL,2,1,19,4,0,0,0,162,53,21,3,18,18,0.26,3.5,,2,1,0,228,9,21,,, +jacobbu01,1940,1,WS1,AL,0,1,9,0,0,0,0,45,16,10,1,9,6,0.27,6,,0,2,0,72,8,11,,, +javeral01,1940,1,BSN,NL,2,4,29,4,1,0,1,250,99,51,2,36,42,0.29,5.51,,4,2,2,379,17,62,,, +johnsar02,1940,1,BSN,NL,0,1,2,1,0,0,0,18,10,7,0,3,1,0.34,10.5,,0,1,0,33,0,7,,, +johnsea01,1940,1,BOS,AL,6,2,17,10,2,0,0,211,69,32,0,39,26,0.26,4.09,,3,2,0,309,2,33,,, +johnssi01,1940,1,PHI,NL,5,14,37,14,5,0,1,415,145,75,13,42,58,0.26,4.88,,2,2,0,594,10,81,,, +johnssy01,1940,1,PHI,NL,2,2,17,2,2,0,2,122,37,19,6,5,13,0.23,4.2,,1,0,0,165,13,22,,, +joinero01,1940,1,NY1,NL,3,2,30,2,0,0,1,159,66,20,8,17,25,0.3,3.4,,1,5,0,242,15,26,,, +jungeke01,1940,1,CLE,AL,0,0,2,0,0,0,0,10,3,1,0,1,1,0.27,2.7,,0,0,0,13,0,1,,, +kenneve01,1940,1,SLA,AL,12,17,34,32,18,0,0,667,263,138,18,122,70,0.29,5.59,,5,3,1,1020,1,149,,, +kimbane01,1940,1,BRO,NL,3,1,21,0,0,0,1,101,29,12,2,15,21,0.23,3.21,,0,0,0,142,10,15,,, +kimbane01,1940,2,SLN,NL,1,0,2,1,1,0,0,42,11,4,1,6,6,0.2,2.57,,0,0,0,59,1,5,,, +klingbo01,1940,1,PIT,NL,8,13,39,22,3,0,3,426,196,85,5,53,48,0.32,5.39,,5,5,0,662,6,102,,, +knottja01,1940,1,CHA,AL,11,9,25,23,4,2,0,474,166,80,12,52,44,0.26,4.56,,1,2,1,686,2,88,,, +krakajo01,1940,1,WS1,AL,1,6,32,10,2,0,2,327,137,78,7,73,68,0.3,6.44,,7,0,0,527,16,90,,, +krameja01,1940,1,SLA,AL,3,7,16,9,1,0,0,194,86,45,4,26,12,0.32,6.26,,4,0,0,293,4,48,,, +lamanfr02,1940,1,BSN,NL,1,0,5,1,1,0,0,40,13,7,1,8,3,0.27,4.73,,0,0,0,57,2,8,,, +lanahdi01,1940,1,PIT,NL,6,8,40,8,4,0,2,324,121,51,8,42,45,0.27,4.25,,1,1,1,481,17,63,,, +laniema01,1940,1,SLN,NL,9,6,35,11,4,2,3,315,113,39,1,38,49,0.27,3.34,,4,1,0,458,14,50,,, +lannijo01,1940,1,PIT,NL,8,4,38,7,2,0,2,347,119,52,8,39,42,0.26,4.05,,1,0,0,489,16,59,,, +lawsoro01,1940,1,SLA,AL,5,3,30,2,0,0,4,216,77,41,5,54,18,0.27,5.13,,1,0,1,337,16,45,,, +leebi02,1940,1,CHN,NL,9,17,37,30,9,1,0,634,246,118,12,70,70,0.29,5.03,,2,2,1,927,6,129,,, +leeth01,1940,1,CHA,AL,12,13,28,27,24,1,0,684,223,88,13,56,87,0.25,3.47,,4,2,1,948,0,100,,, +leonadu02,1940,1,WS1,AL,14,19,35,35,23,2,0,867,328,112,19,78,124,0.28,3.49,,10,2,1,1245,0,136,,, +lillage01,1940,1,SLN,NL,0,1,2,1,0,0,0,14,8,7,1,4,2,0.36,13.5,,0,1,0,27,0,7,,, +lohrmbi01,1940,1,NY1,NL,10,15,31,28,11,4,1,585,200,82,19,43,73,0.26,3.78,,3,3,1,810,2,98,,, +lynnre01,1940,1,NY1,NL,4,3,33,0,0,0,3,127,40,18,3,24,25,0.24,3.83,,0,1,0,189,18,21,,, +lyonste01,1940,1,CHA,AL,12,8,22,22,17,4,0,559,188,67,17,37,72,0.25,3.24,,6,0,0,789,0,85,,, +macfada01,1940,1,PIT,NL,5,4,35,8,0,0,2,274,112,36,5,27,24,0.3,3.55,,0,4,0,409,13,47,,, +maconma01,1940,1,BRO,NL,1,0,2,0,0,0,0,6,5,5,2,0,1,0.45,22.5,,0,0,0,11,1,5,,, +mahanar01,1940,1,PHI,NL,0,0,1,0,0,0,0,3,1,0,0,0,0,0.33,0,,0,0,0,3,1,0,,, +marchph01,1940,1,PHA,AL,0,2,2,2,1,0,0,30,12,8,1,8,4,0.28,7.2,,2,0,0,51,0,9,,, +mastepa01,1940,1,PHI,NL,0,0,2,0,0,0,0,15,5,4,0,2,3,0.26,7.2,,0,0,0,21,2,4,,, +mastewa02,1940,1,WS1,AL,3,13,31,19,3,0,2,391,128,71,6,88,68,0.25,4.9,,5,3,0,601,9,92,,, +mccrale01,1940,1,PHA,AL,0,0,4,0,0,0,0,35,19,9,2,2,4,0.36,6.94,,0,1,0,58,3,13,,, +mcgeebi01,1940,1,SLN,NL,16,10,38,31,11,3,0,654,222,92,13,96,78,0.26,3.8,,9,2,2,955,1,108,,, +mckaiar01,1940,1,DET,AL,5,0,27,0,0,0,3,153,48,16,2,25,24,0.24,2.82,,1,0,0,224,17,18,,, +mclaupa01,1940,1,PHA,AL,0,0,1,0,0,0,0,5,4,3,1,1,0,0.44,16.2,,0,0,0,10,0,3,,, +meltocl01,1940,1,NY1,NL,10,11,37,21,4,1,2,500,185,91,9,68,91,0.28,4.91,,1,3,0,737,6,103,,, +milesca01,1940,1,PHA,AL,0,0,2,0,0,0,0,24,9,12,2,8,6,0.28,13.5,,0,0,0,41,2,12,,, +millsle01,1940,1,SLA,AL,0,6,26,5,1,0,0,177,64,51,7,52,18,0.27,7.78,,6,3,0,291,9,55,,, +milnaal01,1940,1,CLE,AL,18,10,37,33,15,4,3,727,242,88,14,99,99,0.25,3.27,,3,1,0,1049,3,120,,, +montere01,1940,1,WS1,AL,2,6,27,8,3,0,2,302,128,68,7,52,64,0.31,6.08,,0,3,1,468,15,70,,, +moorewh01,1940,1,CIN,NL,8,8,25,15,5,1,1,350,100,47,8,56,60,0.23,3.63,,0,7,0,502,7,48,,, +mootyja01,1940,1,CHN,NL,6,6,20,12,6,0,1,342,101,37,11,49,42,0.24,2.92,,5,1,0,482,5,45,,, +mulcahu01,1940,1,PHI,NL,13,22,36,36,21,3,0,840,283,112,12,91,82,0.26,3.6,,6,3,2,1189,0,141,,, +mungova01,1940,1,BRO,NL,1,0,7,0,0,0,1,66,24,6,1,10,9,0.28,2.45,,0,0,0,96,2,6,,, +murphjo04,1940,1,NYA,AL,8,4,35,1,0,0,9,190,58,26,5,15,23,0.24,3.69,,1,0,0,255,28,27,,, +mustaal01,1940,1,BOS,AL,0,1,6,1,0,0,0,45,15,15,1,15,6,0.25,9,,1,0,0,76,3,18,,, +naymimi01,1940,1,CLE,AL,1,2,13,4,0,0,0,90,36,17,1,17,15,0.29,5.1,,2,3,0,145,8,17,,, +nelsoly01,1940,1,DET,AL,1,1,6,2,0,0,0,42,23,17,5,9,7,0.37,10.93,,0,0,0,73,4,19,,, +newhoha01,1940,1,DET,AL,9,9,28,20,7,0,0,400,149,72,12,76,89,0.28,4.86,,1,2,1,613,3,81,,, +newlima01,1940,1,SLA,AL,1,0,1,1,0,0,0,18,4,4,1,2,3,0.19,6,,0,0,0,23,0,4,,, +newsobo01,1940,1,DET,AL,21,5,36,34,20,3,0,792,235,83,19,100,164,0.23,2.83,,2,3,2,1101,1,110,,, +niggejo01,1940,1,SLA,AL,7,11,28,20,10,0,0,461,148,76,9,69,82,0.25,4.45,,8,5,0,670,6,88,,, +olsenve01,1940,1,CHN,NL,13,9,34,20,9,4,0,518,172,57,5,62,71,0.26,2.97,,0,2,0,734,6,64,,, +osterfr01,1940,1,BOS,AL,5,9,31,16,5,0,0,431,166,79,7,70,80,0.28,4.95,,4,0,0,662,7,86,,, +pageva01,1940,1,CHN,NL,1,3,30,1,0,0,2,177,65,29,1,26,22,0.27,4.42,,1,0,0,278,17,38,,, +passecl01,1940,1,CHN,NL,20,13,46,31,20,4,5,842,259,78,8,59,124,0.23,2.5,,0,4,0,1172,13,97,,, +pearsik01,1940,1,PHI,NL,3,14,29,20,5,1,1,436,160,88,13,57,43,0.27,5.45,,4,3,1,648,7,91,,, +pearsmo01,1940,1,NYA,AL,7,5,16,16,7,1,0,329,108,45,8,44,43,0.26,3.69,,3,0,0,464,0,48,,, +piechal01,1940,1,BSN,NL,2,5,21,8,2,0,0,183,68,39,6,41,18,0.27,5.75,,2,0,0,289,6,45,,, +pippeco01,1940,1,DET,AL,1,2,4,3,0,0,0,64,29,16,3,10,9,0.32,6.75,,1,1,0,102,0,16,,, +podgajo01,1940,1,PHI,NL,1,3,4,4,3,0,0,105,33,11,0,1,12,0.25,2.83,,1,1,0,135,0,14,,, +posedbi01,1940,1,BSN,NL,12,17,35,32,18,0,1,699,263,107,16,81,86,0.28,4.13,,3,1,0,1008,2,118,,, +pottene01,1940,1,PHA,AL,9,14,31,25,13,0,0,602,213,99,18,71,73,0.26,4.44,,10,1,2,876,5,115,,, +pressto01,1940,1,BRO,NL,6,5,24,4,1,1,2,205,58,28,4,17,21,0.22,3.69,,1,2,0,285,11,31,,, +rachust01,1940,1,BRO,NL,0,1,2,1,1,0,0,30,9,5,0,5,10,0.24,4.5,,0,0,0,43,1,5,,, +raffeke01,1940,1,CHN,NL,7,9,43,10,3,0,3,344,120,43,10,29,55,0.27,3.38,,1,2,1,480,16,54,,, +rambepe01,1940,1,PIT,NL,0,1,3,1,0,0,0,25,12,7,0,4,0,0.33,7.56,,0,3,0,44,1,8,,, +richwo01,1940,1,BOS,AL,1,0,3,1,1,0,0,35,9,1,2,1,8,0.21,0.77,,0,0,0,44,1,3,,, +riddlel01,1940,1,CIN,NL,1,2,15,1,1,0,2,101,30,7,0,17,9,0.25,1.87,,0,0,0,142,12,12,,, +rignejo01,1940,1,CHA,AL,14,18,39,33,19,2,3,842,240,97,22,90,141,0.23,3.11,,5,2,0,1152,6,117,,, +rootch01,1940,1,CHN,NL,2,4,36,8,1,0,1,336,118,48,9,33,50,0.26,3.86,,0,1,0,490,10,61,,, +rossbu02,1940,1,PHA,AL,5,10,24,19,10,0,1,469,160,76,15,60,43,0.25,4.38,,4,0,0,690,3,91,,, +rowesc01,1940,1,DET,AL,16,3,27,23,11,1,0,507,170,65,15,43,61,0.25,3.46,,2,1,0,706,4,68,,, +ruffire01,1940,1,NYA,AL,15,12,30,30,20,3,0,678,218,85,24,76,97,0.25,3.38,,1,3,0,954,0,98,,, +russeja01,1940,1,SLN,NL,3,4,26,0,0,0,1,162,53,15,1,26,16,0.25,2.5,,0,3,0,242,8,22,,, +russoma01,1940,1,NYA,AL,14,8,30,24,15,0,1,568,181,69,17,55,87,0.24,3.28,,1,1,0,786,2,79,,, +salvoma01,1940,1,BSN,NL,10,9,21,20,14,5,0,482,151,55,9,43,60,0.24,3.08,,2,2,2,662,1,63,,, +schumha02,1940,1,NY1,NL,13,13,34,30,12,1,1,681,218,82,14,96,123,0.25,3.25,,4,0,0,974,4,93,,, +seatsto01,1940,1,DET,AL,2,2,26,2,0,0,1,167,67,29,4,21,25,0.29,4.69,,2,0,0,256,10,43,,, +sewelri01,1940,1,PIT,NL,16,5,33,23,14,2,1,569,169,59,6,67,60,0.23,2.8,,2,3,0,790,3,71,,, +shoffmi01,1940,1,CIN,NL,1,0,20,0,0,0,0,163,56,34,3,18,17,0.26,5.63,,0,0,0,232,5,35,,, +shouncl01,1940,1,SLN,NL,13,11,54,19,13,1,5,592,193,86,13,46,82,0.25,3.92,,4,2,1,816,22,96,,, +smithal03,1940,1,CLE,AL,15,7,31,24,11,1,2,549,187,70,12,55,46,0.27,3.44,,3,6,1,761,5,79,,, +smithcl01,1940,1,DET,AL,1,1,14,1,0,0,0,85,32,16,3,13,14,0.28,5.08,,2,1,0,128,5,18,,, +smithed04,1940,1,CHA,AL,14,9,32,28,12,0,0,622,179,74,16,95,119,0.22,3.21,,4,3,0,892,3,92,,, +smollle01,1940,1,PHI,NL,2,8,33,9,0,0,0,327,145,65,6,36,31,0.32,5.37,,3,4,0,500,12,77,,, +strinni01,1940,1,BSN,NL,4,8,32,14,5,0,1,386,142,79,17,63,54,0.27,5.53,,2,8,0,587,7,89,,, +sullijo05,1940,1,BSN,NL,10,14,36,22,7,0,1,532,157,70,9,89,64,0.24,3.55,,2,8,0,766,9,89,,, +sundrst01,1940,1,NYA,AL,4,6,27,8,2,0,2,298,121,61,11,42,26,0.29,5.53,,2,1,0,457,10,68,,, +swiftbi01,1940,1,BSN,NL,1,1,4,0,0,0,1,28,12,3,0,7,7,0.3,2.89,,0,0,0,46,2,7,,, +swigaoa01,1940,1,PIT,NL,0,2,7,2,0,0,0,67,27,11,1,10,9,0.29,4.43,,0,0,0,102,3,14,,, +tamulvi01,1940,1,BRO,NL,8,5,41,12,4,1,2,463,147,53,5,34,55,0.24,3.09,,3,3,0,644,17,60,,, +terryya01,1940,1,BOS,AL,1,0,4,1,0,0,0,58,24,19,2,11,9,0.3,8.84,,1,0,0,94,0,19,,, +thomabu01,1940,1,DET,AL,0,1,3,0,0,0,0,12,8,4,1,3,0,0.42,9,,0,0,0,24,2,5,,, +thompju01,1940,1,CIN,NL,16,9,33,31,17,3,0,676,197,83,10,96,103,0.23,3.32,,3,2,2,951,1,90,,, +thumalo01,1940,1,WS1,AL,0,1,2,0,0,0,0,15,10,8,0,7,0,0.4,14.4,,0,0,0,33,0,11,,, +tobinji01,1940,1,BSN,NL,7,3,15,11,9,0,0,289,102,41,8,24,29,0.26,3.83,,2,0,0,412,3,41,,, +torregi01,1940,1,WS1,AL,0,0,2,0,0,0,0,8,3,0,0,0,1,0.27,0,,0,0,0,11,1,1,,, +trottbi01,1940,1,SLA,AL,7,6,36,4,1,0,2,294,117,41,5,31,29,0.3,3.77,,1,1,0,427,19,56,,, +troutdi01,1940,1,DET,AL,3,7,33,10,1,0,2,302,125,50,4,54,64,0.3,4.47,,3,3,0,469,6,60,,, +turneji01,1940,1,CIN,NL,14,7,24,23,11,0,0,561,187,60,9,32,53,0.26,2.89,,1,0,0,749,1,70,,, +uhlbo01,1940,1,DET,AL,0,0,1,0,0,0,0,0,4,0,0,2,0,1,,,1,0,0,6,0,5,,, +vandehy01,1940,1,NY1,NL,1,1,13,3,1,0,1,97,27,14,2,16,17,0.22,3.9,,1,1,0,139,8,15,,, +vandejo01,1940,1,CIN,NL,3,1,10,7,2,0,1,144,38,20,3,41,41,0.21,3.75,,1,1,1,224,2,24,,, +vaughpo01,1940,1,PHA,AL,2,9,18,15,5,0,2,298,104,59,9,61,46,0.26,5.35,,12,3,2,464,3,74,,, +wagnech01,1940,1,BOS,AL,1,0,12,1,0,0,0,88,45,18,5,8,13,0.34,5.52,,1,0,0,140,7,22,,, +waltebu01,1940,1,CIN,NL,22,10,36,36,29,3,0,915,241,84,19,92,115,0.22,2.48,,3,5,0,1207,0,95,,, +warnelo01,1940,1,SLN,NL,16,10,33,31,17,1,0,696,235,81,17,47,85,0.25,3.14,,3,3,0,969,2,103,,, +weilabo01,1940,1,SLN,NL,0,0,1,0,0,0,0,3,3,3,1,0,0,0.6,27,,0,0,0,5,1,3,,, +weilaed01,1940,1,CHA,AL,0,0,5,0,0,0,0,43,15,14,5,7,3,0.26,8.79,,1,0,0,65,2,15,,, +whiteer01,1940,1,SLN,NL,1,1,8,1,0,0,0,65,29,10,0,14,15,0.31,4.15,,0,1,0,110,5,13,,, +whitejo02,1940,1,SLA,AL,1,3,15,4,1,1,0,120,46,24,3,14,11,0.28,5.4,,3,0,0,177,7,25,,, +williac01,1940,1,BSN,NL,0,0,5,0,0,0,0,27,21,16,0,12,5,0.37,16,,3,1,0,59,4,17,,, +willite01,1940,1,BOS,AL,0,0,1,0,0,0,0,6,3,1,0,0,1,0.33,4.5,,0,0,0,9,1,1,,, +wilsoja01,1940,1,BOS,AL,12,6,41,16,9,0,5,473,170,89,17,87,102,0.27,5.08,,6,3,0,723,15,104,,, +wilsoma01,1940,1,PHI,NL,0,0,3,0,0,0,0,21,16,10,1,2,3,0.44,12.86,,1,0,0,39,3,13,,, +wyattwh01,1940,1,BRO,NL,15,14,37,34,16,5,0,718,233,92,19,62,124,0.25,3.46,,0,5,0,1000,3,105,,, +zuberbi01,1940,1,CLE,AL,1,1,17,0,0,0,0,72,25,15,3,14,12,0.26,5.63,,0,0,0,112,9,17,,, +adamsac01,1941,1,NY1,NL,4,1,38,0,0,0,1,213,84,38,3,35,18,0.3,4.82,,3,1,0,319,22,43,,, +albosed01,1941,1,BRO,NL,0,2,2,2,0,0,0,39,11,9,1,8,5,0.23,6.23,,0,0,0,55,0,9,,, +allenjo02,1941,1,SLA,AL,2,5,20,9,2,0,1,201,89,49,4,29,27,0.31,6.58,,8,2,1,317,6,53,,, +allenjo02,1941,2,BRO,NL,3,0,11,4,1,0,0,172,38,16,6,12,21,0.18,2.51,,0,0,0,218,2,18,,, +anderre01,1941,1,WS1,AL,4,6,32,6,1,0,0,336,127,52,7,53,34,0.29,4.18,,2,3,0,499,5,69,,, +andrena01,1941,1,CLE,AL,0,0,2,0,0,0,0,7,3,3,0,2,1,0.3,11.57,,0,0,0,12,1,4,,, +applepe01,1941,1,CHA,AL,0,3,13,0,0,0,1,82,27,16,4,17,12,0.25,5.27,,1,2,0,127,11,21,,, +aukerel01,1941,1,SLA,AL,14,15,34,31,13,0,0,648,268,132,20,85,60,0.3,5.5,,2,3,0,981,1,150,,, +babicjo01,1941,1,PHA,AL,2,7,16,14,4,0,0,235,85,53,9,31,19,0.28,6.09,,2,3,0,343,1,57,,, +bagbyji02,1941,1,CLE,AL,9,15,33,27,12,0,2,602,214,90,10,76,53,0.27,4.04,,5,6,0,877,5,104,,, +barnige01,1941,1,BSN,NL,0,1,1,1,0,0,0,20,5,5,0,4,2,0.23,6.75,,0,1,0,29,0,5,,, +bauerru01,1941,1,PIT,NL,1,3,8,5,1,0,0,112,40,23,1,25,20,0.26,5.54,,1,0,0,176,0,28,,, +beazljo01,1941,1,SLN,NL,1,0,1,1,1,0,0,27,10,1,0,3,4,0.29,1,,1,0,0,37,0,1,,, +beckbo01,1941,1,PHI,NL,1,9,34,7,2,0,0,286,104,49,8,35,34,0.27,4.63,,2,2,0,421,14,52,,, +beckmbi01,1941,1,PHA,AL,5,9,22,15,4,0,1,390,141,66,11,33,28,0.27,4.57,,3,2,0,561,6,76,,, +beggsjo01,1941,1,CIN,NL,4,3,37,0,0,0,5,171,57,24,2,27,19,0.31,3.79,,1,0,0,258,27,29,,, +bentoal01,1941,1,DET,AL,15,6,38,14,7,1,7,473,130,52,11,65,63,0.22,2.97,,2,3,0,663,19,63,,, +bessehe01,1941,1,PHA,AL,2,0,6,2,1,0,0,59,28,22,4,12,8,0.32,10.07,,2,0,0,97,3,22,,, +bildiem01,1941,1,SLA,AL,0,0,2,0,0,0,0,7,5,3,0,3,2,0.41,11.57,,0,0,0,15,1,3,,, +blantcy01,1941,1,PHI,NL,6,13,28,25,7,1,0,491,186,82,11,57,64,0.28,4.51,,6,3,0,726,2,98,,, +bonhati01,1941,1,NYA,AL,9,6,23,14,7,1,2,380,118,42,12,31,43,0.24,2.98,,0,1,0,518,5,44,,, +bowmabo01,1941,1,NY1,NL,6,7,29,6,2,0,1,241,100,51,10,36,25,0.3,5.71,,2,1,0,372,12,55,,, +bowmajo01,1941,1,PIT,NL,3,2,18,7,1,1,1,208,77,23,3,28,22,0.27,2.99,,1,1,0,310,9,24,,, +brancno01,1941,1,NYA,AL,5,1,27,0,0,0,2,141,37,15,2,26,28,0.22,2.87,,2,0,0,195,22,16,,, +brandbi01,1941,1,PIT,NL,0,1,2,1,0,0,0,21,5,3,0,3,0,0.2,3.86,,0,0,0,28,1,3,,, +breuema01,1941,1,NYA,AL,9,7,26,18,7,1,2,423,131,64,10,49,77,0.24,4.09,,4,2,1,595,4,73,,, +bridgto01,1941,1,DET,AL,9,12,25,22,10,1,0,443,128,56,10,70,90,0.23,3.41,,2,1,1,630,2,66,,, +browncl01,1941,1,CLE,AL,3,3,41,0,0,0,5,223,77,27,3,28,22,0.27,3.27,,0,1,0,311,28,30,,, +brownju01,1941,1,NY1,NL,1,5,31,0,0,0,8,171,49,21,2,21,30,0.23,3.32,,1,0,0,236,25,23,,, +brownma01,1941,1,PIT,NL,0,0,1,0,0,0,0,4,2,0,0,0,0,0.33,0,,0,0,0,6,1,0,,, +brownma01,1941,2,BRO,NL,3,2,24,0,0,0,3,128,31,15,3,26,22,0.2,3.16,,2,1,1,181,8,17,,, +brunero01,1941,1,PHI,NL,0,3,13,1,0,0,0,88,37,16,1,25,13,0.33,4.91,,0,0,1,141,8,17,,, +butchma01,1941,1,PIT,NL,17,12,33,32,19,0,0,708,249,80,11,66,61,0.26,3.05,,3,1,0,1017,1,98,,, +caligfr01,1941,1,PHA,AL,2,2,5,5,4,0,0,129,45,14,2,14,7,0.25,2.93,,0,0,0,192,0,22,,, +carneed01,1941,1,BSN,NL,0,0,2,0,0,0,0,4,4,3,0,3,2,0.5,20.25,,0,0,0,11,0,3,,, +carpebo01,1941,1,NY1,NL,11,6,29,19,8,1,2,395,138,56,15,42,42,0.26,3.83,,1,2,0,567,4,71,,, +carraal01,1941,1,WS1,AL,6,2,35,5,4,0,2,290,103,37,7,49,30,0.27,3.44,,1,1,0,423,19,44,,, +caseyhu01,1941,1,BRO,NL,14,11,45,18,4,1,7,486,155,70,8,57,61,0.25,3.89,,2,1,2,682,25,81,,, +castege01,1941,1,SLA,AL,3,7,32,9,3,0,3,313,105,58,12,37,36,0.25,5,,0,2,0,451,12,66,,, +chandsp01,1941,1,NYA,AL,10,4,28,20,11,4,4,491,146,58,5,60,60,0.23,3.19,,3,0,0,682,5,68,,, +chaseke01,1941,1,WS1,AL,6,18,33,30,8,1,0,617,228,116,11,115,98,0.28,5.08,,11,3,0,951,3,136,,, +chipmbo01,1941,1,BRO,NL,1,0,1,0,0,0,0,15,3,0,0,1,3,0.15,0,,0,0,0,21,1,0,,, +clemebi01,1941,1,PIT,NL,1,0,2,1,1,0,0,39,7,4,0,7,4,0.15,2.77,,0,0,0,53,1,5,,, +congedi01,1941,1,PIT,NL,0,0,2,1,0,0,0,12,3,0,0,3,2,0.21,0,,0,0,0,17,1,0,,, +cookea01,1941,1,DET,AL,0,0,1,0,0,0,0,6,4,1,0,0,1,0.4,4.5,,0,0,0,10,1,1,,, +coopemo01,1941,1,SLN,NL,13,9,29,25,12,0,0,560,175,81,15,69,118,0.24,3.91,,7,3,0,800,2,88,,, +croucbi02,1941,1,PHI,NL,2,3,20,5,1,0,1,177,65,29,4,17,26,0.28,4.42,,2,0,0,249,5,31,,, +croucbi02,1941,2,SLN,NL,1,2,18,4,0,0,6,135,45,15,2,14,15,0.27,3,,1,0,1,186,11,16,,, +daviscu01,1941,1,BRO,NL,13,7,28,16,10,5,2,463,141,51,6,27,50,0.24,2.97,,4,2,0,617,7,58,,, +deanch01,1941,1,PHA,AL,2,4,18,7,2,0,0,227,90,52,9,35,22,0.29,6.19,,0,0,0,345,8,53,,, +deanch01,1941,2,CLE,AL,1,4,8,8,2,0,0,160,57,26,3,24,14,0.28,4.39,,3,0,0,227,0,31,,, +deandi01,1941,1,CHN,NL,0,0,1,1,0,0,0,3,3,2,0,0,1,0.42,18,,0,0,0,7,0,3,,, +deanha01,1941,1,WS1,AL,0,0,2,0,0,0,0,6,2,1,0,3,0,0.25,4.5,,0,1,0,12,1,3,,, +deanpa01,1941,1,NY1,NL,0,0,5,0,0,0,0,17,8,2,0,3,3,0.32,3.18,,0,0,0,28,2,2,,, +derripa01,1941,1,CIN,NL,12,14,29,28,17,2,1,685,233,84,16,54,76,0.26,3.31,,2,0,0,950,1,91,,, +dickmem01,1941,1,BOS,AL,1,1,9,3,1,0,0,93,37,22,4,17,16,0.3,6.39,,1,0,2,142,3,23,,, +dietrbi01,1941,1,CHA,AL,5,8,19,15,4,1,0,328,114,65,7,50,26,0.26,5.35,,4,4,0,497,4,73,,, +dietzdu01,1941,1,PIT,NL,7,2,33,6,4,1,1,301,88,26,6,33,22,0.23,2.33,,1,2,0,416,11,28,,, +dobsojo01,1941,1,BOS,AL,12,5,27,18,7,1,0,403,136,67,8,67,69,0.26,4.49,,3,2,1,595,6,70,,, +donalat01,1941,1,NYA,AL,9,5,22,20,10,0,0,477,141,63,11,69,71,0.23,3.57,,5,3,0,673,2,69,,, +dorseca01,1941,1,CLE,AL,0,1,5,2,0,0,0,34,21,13,0,10,5,0.38,10.32,,0,0,1,65,2,15,,, +draketo01,1941,1,BRO,NL,1,1,10,2,0,0,0,74,26,12,2,9,12,0.28,4.38,,2,0,0,104,3,13,,, +earleto01,1941,1,BSN,NL,6,8,33,13,6,1,3,416,120,39,9,46,54,0.23,2.53,,1,3,0,570,12,52,,, +easthu01,1941,1,NY1,NL,1,1,2,2,0,0,0,47,19,6,0,9,4,0.29,3.45,,1,0,0,74,0,12,,, +eavesva01,1941,1,CHN,NL,3,3,12,7,4,0,0,176,56,23,4,21,24,0.25,3.53,,0,3,0,246,1,27,,, +eisenha01,1941,1,CLE,AL,1,1,21,0,0,0,2,102,43,16,2,16,11,0.31,4.24,,0,2,0,157,14,16,,, +embrere01,1941,1,CLE,AL,0,1,1,1,0,0,0,12,7,3,0,3,4,0.43,6.75,,0,1,0,21,0,3,,, +erickpa01,1941,1,CHN,NL,5,7,32,15,7,1,1,423,126,58,2,64,85,0.23,3.7,,4,2,0,615,9,70,,, +erricdi01,1941,1,BSN,NL,6,12,38,23,5,2,1,497,192,88,12,62,45,0.28,4.78,,3,4,0,741,9,100,,, +feldmha01,1941,1,NY1,NL,1,1,3,3,1,1,0,61,21,9,0,6,9,0.28,3.98,,0,0,0,85,0,10,,, +fellebo01,1941,1,CLE,AL,25,13,44,40,28,6,2,1029,284,120,15,194,260,0.22,3.15,,6,5,0,1466,4,129,,, +ferrewe01,1941,1,BSN,NL,2,1,4,3,1,0,0,42,13,8,1,9,10,0.24,5.14,,1,1,0,64,1,8,,, +ferrito01,1941,1,PHA,AL,8,10,36,4,2,1,7,358,130,50,8,33,30,0.27,3.77,,3,0,0,511,25,61,,, +fischru01,1941,1,NY1,NL,1,0,2,1,1,0,0,33,10,3,0,6,9,0.23,2.45,,0,0,0,49,1,3,,, +fitzsfr01,1941,1,BRO,NL,6,1,13,12,3,1,0,248,78,19,3,26,19,0.24,2.07,,0,2,0,351,1,33,,, +flemibi01,1941,1,BOS,AL,1,1,16,1,0,0,1,124,32,18,4,24,20,0.21,3.92,,2,0,0,180,9,21,,, +fowledi01,1941,1,PHA,AL,1,2,4,3,1,0,0,72,26,9,4,8,8,0.28,3.38,,0,0,0,101,1,11,,, +frencla01,1941,1,CHN,NL,5,14,26,18,6,1,0,414,161,71,10,43,60,0.28,4.63,,0,2,2,621,3,88,,, +frencla01,1941,2,BRO,NL,0,0,6,1,0,0,0,47,16,6,1,4,8,0.26,3.45,,1,1,0,67,2,6,,, +galehde01,1941,1,SLA,AL,9,10,30,24,11,2,0,571,183,77,10,68,61,0.25,3.64,,3,4,0,803,1,85,,, +geejo01,1941,1,PIT,NL,0,2,3,2,0,0,0,22,10,5,0,5,2,0.29,6.14,,0,0,0,41,1,10,,, +giebefl01,1941,1,DET,AL,0,0,17,2,0,0,0,103,45,23,3,26,10,0.31,6.03,,2,0,0,172,7,29,,, +gomezle01,1941,1,NYA,AL,15,5,23,23,8,2,0,469,151,65,10,103,76,0.25,3.74,,5,1,0,712,0,76,,, +gorniha01,1941,1,SLN,NL,1,0,4,1,1,1,0,34,6,4,0,9,6,0.15,3.18,,0,1,0,49,0,4,,, +gorniha01,1941,2,CHN,NL,0,0,1,0,0,0,0,6,3,1,0,0,2,0.37,4.5,,0,0,0,8,0,1,,, +gorsijo01,1941,1,DET,AL,9,11,33,21,8,1,2,513,193,85,14,55,59,0.28,4.47,,5,2,1,753,10,98,,, +grissle01,1941,1,BRO,NL,0,0,4,1,0,0,1,34,10,3,2,8,5,0.23,2.38,,0,0,0,52,2,3,,, +grissle01,1941,2,PHI,NL,2,13,29,18,2,0,0,394,120,58,4,70,74,0.24,3.97,,8,2,0,574,5,69,,, +grodzjo01,1941,1,SLN,NL,2,1,5,1,0,0,0,40,6,2,0,11,10,0.13,1.35,,0,0,0,58,3,7,,, +gromest01,1941,1,CLE,AL,1,1,9,2,1,0,2,70,25,11,0,11,19,0.26,4.24,,0,0,0,106,5,12,,, +grovele01,1941,1,BOS,AL,7,7,21,21,10,0,0,402,155,65,8,42,54,0.28,4.37,,3,2,0,598,0,84,,, +groveor01,1941,1,CHA,AL,0,0,2,0,0,0,0,21,9,8,2,5,5,0.32,10.29,,1,0,0,35,0,8,,, +gumbeha01,1941,1,NY1,NL,1,1,5,5,1,0,0,97,34,16,3,18,9,0.26,4.45,,1,0,0,148,0,20,,, +gumbeha01,1941,2,SLN,NL,11,5,33,17,8,3,1,433,139,44,7,30,53,0.25,2.74,,3,1,0,596,11,52,,, +hadlebu01,1941,1,NY1,NL,1,0,3,2,0,0,0,39,19,9,1,9,4,0.34,6.23,,0,0,0,64,1,10,,, +hadlebu01,1941,2,PHA,AL,4,6,25,9,1,0,3,307,131,57,13,47,31,0.31,5.01,,7,5,0,479,12,69,,, +halleja01,1941,1,CHA,AL,5,5,22,6,3,0,0,224,96,50,7,38,25,0.3,6.03,,4,3,0,362,11,57,,, +hamlilu01,1941,1,BRO,NL,8,8,30,20,5,1,1,408,139,64,14,41,58,0.26,4.24,,0,2,1,581,5,75,,, +hardeme01,1941,1,CLE,AL,5,4,15,10,1,0,1,206,76,40,8,37,21,0.27,5.24,,1,2,0,317,1,43,,, +harmabi01,1941,1,PHI,NL,0,0,5,0,0,0,0,39,15,7,0,8,3,0.31,4.85,,0,0,0,57,5,8,,, +harribo01,1941,1,SLA,AL,12,14,34,29,9,2,1,560,237,108,18,85,57,0.31,5.21,,5,2,0,853,3,117,,, +harrilu01,1941,1,PHA,AL,4,4,33,10,5,0,2,395,134,70,16,51,49,0.26,4.78,,4,2,0,572,15,77,,, +harrimi01,1941,1,BOS,AL,8,14,35,22,11,1,1,582,189,70,6,86,111,0.25,3.25,,6,2,1,855,7,86,,, +hashhe01,1941,1,BOS,AL,1,0,4,0,0,0,1,25,7,5,1,7,3,0.22,5.4,,0,0,0,39,2,5,,, +haynejo01,1941,1,CHA,AL,0,0,8,0,0,0,0,84,30,12,0,11,18,0.28,3.86,,3,0,0,120,8,13,,, +heintke01,1941,1,PIT,NL,11,11,35,24,13,2,0,588,206,75,8,83,81,0.27,3.44,,4,1,0,853,4,91,,, +hevinjo02,1941,1,CLE,AL,5,2,27,3,2,1,5,212,63,18,2,31,18,0.24,2.29,,0,1,1,298,13,21,,, +higbeki01,1941,1,BRO,NL,22,9,48,39,19,2,3,894,244,104,17,132,121,0.22,3.14,,9,6,0,1266,7,123,,, +hoersle01,1941,1,PHI,NL,3,10,37,11,1,0,0,317,111,61,7,50,33,0.27,5.2,,4,1,0,466,12,70,,, +hubbeca01,1941,1,NY1,NL,11,9,26,22,11,1,1,492,169,65,10,53,75,0.26,3.57,,4,2,0,705,4,73,,, +hudsosi01,1941,1,WS1,AL,13,14,33,33,17,3,0,749,242,96,12,97,108,0.25,3.46,,4,1,0,1071,0,124,,, +hugheto04,1941,1,PHI,NL,9,14,34,24,5,2,0,510,187,84,12,82,59,0.28,4.45,,1,4,0,765,4,106,,, +hughste01,1941,1,BOS,AL,5,3,12,8,4,0,0,183,70,28,3,13,22,0.28,4.13,,0,1,0,260,2,30,,, +humphjo02,1941,1,CHA,AL,4,2,14,6,4,4,1,220,63,15,2,22,25,0.23,1.84,,0,1,0,300,7,18,,, +hutchir01,1941,1,SLN,NL,1,5,29,0,0,0,5,140,32,20,3,19,19,0.19,3.86,,0,2,0,185,13,23,,, +hutchjo02,1941,1,CIN,NL,0,0,8,0,0,0,0,33,12,5,0,4,5,0.27,4.09,,0,0,0,48,5,6,,, +hutchjo02,1941,2,BSN,NL,1,6,36,7,1,1,2,287,110,44,6,22,36,0.28,4.14,,2,4,0,418,17,59,,, +iottho01,1941,1,SLA,AL,0,0,2,0,0,0,0,6,2,2,0,1,1,0.25,9,,0,0,0,9,1,2,,, +javeral01,1941,1,BSN,NL,10,11,34,23,9,1,1,482,181,77,5,65,54,0.28,4.31,,2,6,0,720,5,88,,, +johnsar02,1941,1,BSN,NL,7,15,43,18,6,0,1,550,189,72,7,71,70,0.27,3.53,,2,5,0,793,13,92,,, +johnsea01,1941,1,BOS,AL,4,5,17,12,4,0,0,281,90,47,4,51,46,0.24,4.52,,2,3,0,420,3,57,,, +johnsra02,1941,1,PHA,AL,1,0,7,0,0,0,0,30,14,4,0,3,0,0.32,3.6,,0,0,0,47,5,10,,, +johnssi01,1941,1,PHI,NL,5,12,39,21,6,1,2,490,207,82,8,54,80,0.3,4.52,,1,1,0,738,8,91,,, +jonesda02,1941,1,PHI,NL,0,1,2,1,0,0,0,25,13,7,0,6,2,0.34,7.56,,0,0,0,45,0,11,,, +juddos01,1941,1,BOS,AL,0,0,7,0,0,0,1,37,15,12,1,10,5,0.3,8.76,,2,0,0,60,4,12,,, +jungeke01,1941,1,CLE,AL,0,0,6,0,0,0,0,41,17,11,4,8,6,0.29,7.24,,0,1,0,67,4,12,,, +kenneve01,1941,1,SLA,AL,2,4,6,6,2,0,0,135,44,22,5,27,6,0.25,4.4,,0,0,0,198,0,27,,, +kenneve01,1941,2,WS1,AL,1,7,17,7,2,0,0,199,77,42,5,39,22,0.29,5.7,,2,2,0,307,9,49,,, +kimbane01,1941,1,BRO,NL,3,1,15,5,1,0,1,156,43,21,0,29,17,0.22,3.63,,0,0,1,225,6,22,,, +klingbo01,1941,1,PIT,NL,9,4,35,9,3,0,4,350,127,51,5,30,36,0.27,3.93,,2,1,0,499,18,58,,, +knottja01,1941,1,PHA,AL,13,11,27,26,11,0,0,583,212,95,20,81,54,0.27,4.4,,8,2,0,857,1,108,,, +kosloda01,1941,1,NY1,NL,1,2,4,3,2,0,0,71,17,5,0,10,12,0.2,1.9,,1,0,0,94,0,6,,, +krakajo01,1941,1,CLE,AL,1,2,12,5,0,0,0,125,39,19,3,29,25,0.24,4.1,,1,0,0,189,5,25,,, +krameja01,1941,1,SLA,AL,4,3,29,3,0,0,2,178,69,34,5,40,20,0.28,5.16,,1,0,0,284,14,48,,, +kristho01,1941,1,SLN,NL,10,0,37,8,2,0,2,342,107,51,10,35,36,0.24,4.03,,1,1,0,476,17,57,,, +kushem01,1941,1,CHN,NL,0,0,2,0,0,0,0,12,2,1,0,0,2,0.14,2.25,,0,0,0,14,1,1,,, +lamanfr02,1941,1,BSN,NL,5,4,35,4,0,0,1,218,77,43,5,56,23,0.28,5.33,,5,1,0,342,15,52,,, +lambege01,1941,1,PHI,NL,0,1,2,1,0,0,0,27,11,2,0,2,3,0.29,2,,0,0,0,40,0,2,,, +lanahdi01,1941,1,PIT,NL,0,1,7,0,0,0,0,36,13,7,1,3,5,0.28,5.25,,0,2,0,52,2,9,,, +lanfrwa01,1941,1,CHN,NL,0,1,2,1,0,0,0,18,7,2,0,2,1,0.28,3,,0,0,0,27,0,3,,, +laniema01,1941,1,SLN,NL,10,8,35,18,8,2,3,459,126,48,4,59,93,0.22,2.82,,2,1,2,628,6,59,,, +lannijo01,1941,1,PIT,NL,11,11,34,23,9,0,1,527,175,61,6,47,41,0.25,3.13,,2,0,0,742,8,72,,, +leebi02,1941,1,CHN,NL,8,14,28,22,12,0,1,502,179,70,6,43,62,0.27,3.76,,6,2,0,723,1,87,,, +leeth01,1941,1,CHA,AL,22,11,35,34,30,3,1,901,258,79,18,92,130,0.23,2.37,,2,4,0,1224,1,98,,, +leonadu02,1941,1,WS1,AL,18,13,34,33,19,4,0,768,271,98,6,54,91,0.27,3.45,,9,3,0,1073,1,117,,, +loganbo01,1941,1,CIN,NL,0,1,2,0,0,0,0,10,5,3,0,5,0,0.33,8.1,,1,0,0,20,0,5,,, +lohrmbi01,1941,1,NY1,NL,9,10,33,20,6,2,3,477,184,71,7,40,61,0.28,4.02,,3,0,1,692,6,87,,, +lyonshe01,1941,1,SLN,NL,0,0,1,0,0,0,0,4,1,0,0,3,1,0.2,0,,0,0,0,8,0,0,,, +lyonste01,1941,1,CHA,AL,12,10,22,22,19,2,0,562,199,77,9,37,63,0.26,3.7,,2,4,0,795,0,87,,, +macfada01,1941,1,WS1,AL,0,1,5,0,0,0,0,21,12,8,1,5,3,0.37,10.29,,0,0,0,37,3,9,,, +mandeha01,1941,1,DET,AL,1,0,8,0,0,0,0,46,13,4,0,8,7,0.23,2.35,,0,1,0,65,7,5,,, +marchph01,1941,1,PHA,AL,10,15,30,27,14,1,0,613,188,81,15,118,74,0.24,3.57,,12,3,3,898,1,94,,, +mastepa01,1941,1,PHI,NL,1,0,2,1,1,0,0,34,11,6,0,6,8,0.25,4.76,,0,0,0,50,1,6,,, +mastewa02,1941,1,WS1,AL,4,3,34,6,1,0,3,235,101,52,3,53,40,0.32,5.97,,4,1,0,376,13,56,,, +mccrale01,1941,1,PHA,AL,9,13,26,23,11,1,2,472,188,96,16,49,40,0.29,5.49,,0,1,0,706,3,105,,, +mcgeebi01,1941,1,SLN,NL,0,1,4,3,0,0,0,42,17,8,1,13,2,0.29,5.14,,0,1,0,71,1,9,,, +mcgeebi01,1941,2,NY1,NL,2,9,22,14,1,0,0,318,117,58,9,54,41,0.28,4.92,,1,0,0,475,3,68,,, +mckaiar01,1941,1,DET,AL,2,1,15,0,0,0,0,129,58,24,3,11,14,0.33,5.02,,2,0,0,193,9,24,,, +mckaiar01,1941,2,SLA,AL,0,1,8,0,0,0,1,30,16,9,2,4,2,0.36,8.1,,0,1,0,49,5,9,,, +meersru01,1941,1,CHN,NL,0,1,1,1,0,0,0,24,5,1,0,0,5,0.17,1.13,,0,1,0,30,0,2,,, +meltocl01,1941,1,NY1,NL,8,11,42,22,9,3,1,583,181,65,14,61,100,0.24,3.01,,2,2,0,818,10,80,,, +meltoru01,1941,1,PHI,NL,1,5,25,5,2,0,0,251,81,44,7,47,57,0.25,4.73,,5,0,0,369,15,48,,, +millero02,1941,1,WS1,AL,0,0,1,0,0,0,0,6,2,1,0,1,0,0.33,4.5,,0,0,0,7,1,1,,, +milnaal01,1941,1,CLE,AL,12,19,35,30,9,1,0,688,236,111,9,116,82,0.26,4.36,,5,1,0,1018,3,128,,, +moorewh01,1941,1,CIN,NL,2,1,23,4,1,0,0,185,62,30,2,45,17,0.25,4.38,,0,3,0,300,9,35,,, +mootyja01,1941,1,CHN,NL,8,9,33,14,7,1,4,460,143,57,9,56,45,0.25,3.35,,3,2,0,643,12,69,,, +muellle01,1941,1,DET,AL,0,0,4,0,0,0,0,39,9,7,1,10,8,0.2,4.85,,0,0,0,57,1,9,,, +mullidi01,1941,1,WS1,AL,0,1,1,1,1,0,0,27,11,5,0,2,2,0.3,5,,0,0,0,39,0,5,,, +muncrbo01,1941,1,SLA,AL,13,9,36,24,12,2,1,643,221,87,18,53,67,0.26,3.65,,2,5,0,898,8,95,,, +mungova01,1941,1,BRO,NL,0,0,2,0,0,0,0,6,1,1,0,2,0,0.14,4.5,,0,0,0,9,1,1,,, +murphjo04,1941,1,NYA,AL,8,3,35,0,0,0,15,232,68,17,1,40,29,0.23,1.98,,3,0,0,333,31,20,,, +nahemsa01,1941,1,SLN,NL,5,2,26,8,2,0,1,245,76,27,2,38,31,0.24,2.98,,4,2,0,359,9,35,,, +newhoha01,1941,1,DET,AL,9,11,33,27,5,1,0,519,166,92,6,137,106,0.24,4.79,,5,1,0,810,5,109,,, +newlima01,1941,1,SLA,AL,0,2,14,0,0,0,1,83,43,20,4,12,10,0.36,6.51,,2,0,0,135,9,24,,, +newsobo01,1941,1,DET,AL,12,20,43,36,12,2,2,751,265,128,15,118,175,0.26,4.6,,3,3,0,1130,5,140,,, +newsodi01,1941,1,BOS,AL,19,10,36,29,17,2,0,641,235,98,13,79,58,0.27,4.13,,6,7,0,944,4,115,,, +niggejo01,1941,1,SLA,AL,7,9,24,20,13,1,0,505,168,71,17,63,68,0.25,3.8,,1,1,0,733,3,83,,, +olsenve01,1941,1,CHN,NL,10,8,37,23,10,2,1,557,202,65,7,59,73,0.27,3.15,,2,1,0,807,10,84,,, +osterfr01,1941,1,SLA,AL,0,3,15,2,0,0,0,138,45,23,3,23,20,0.25,4.5,,4,0,0,200,8,26,,, +pageva01,1941,1,CHN,NL,2,2,25,3,1,0,1,145,48,23,2,30,17,0.25,4.28,,2,2,0,223,16,24,,, +passecl01,1941,1,CHN,NL,14,14,34,30,20,3,0,693,262,86,10,52,80,0.28,3.35,,2,1,0,993,4,99,,, +pearsik01,1941,1,PHI,NL,4,14,46,10,0,0,6,408,139,54,8,70,38,0.26,3.57,,2,8,0,616,30,75,,, +pearsmo01,1941,1,CIN,NL,1,3,7,4,1,0,0,73,22,14,3,15,8,0.24,5.18,,0,0,0,108,3,15,,, +peekst01,1941,1,NYA,AL,4,2,17,8,2,0,0,240,85,45,6,39,18,0.27,5.06,,1,0,0,350,2,48,,, +piechal01,1941,1,BSN,NL,0,0,1,0,0,0,0,3,0,0,0,1,0,0,0,,0,0,0,4,1,0,,, +podgajo01,1941,1,PHI,NL,9,12,34,24,8,0,0,544,191,93,8,70,53,0.27,4.62,,4,4,0,793,7,96,,, +polleho01,1941,1,SLN,NL,5,2,9,8,6,2,0,210,55,15,1,27,37,0.21,1.93,,4,1,0,295,0,18,,, +posedbi01,1941,1,BSN,NL,4,4,18,9,3,0,0,172,61,31,6,30,10,0.27,4.87,,2,0,0,253,4,36,,, +pottene01,1941,1,PHA,AL,1,1,10,3,1,0,2,70,35,24,3,16,7,0.33,9.26,,3,0,0,121,3,26,,, +pottene01,1941,2,BOS,AL,2,0,10,0,0,0,0,60,21,10,0,16,6,0.28,4.5,,1,0,1,92,6,10,,, +pressto01,1941,1,CHN,NL,5,3,29,1,0,0,1,210,69,24,2,23,27,0.25,3.09,,0,4,0,301,11,26,,, +quinnwi01,1941,1,CHN,NL,0,0,3,0,0,0,0,15,3,4,0,3,2,0.15,7.2,,1,0,0,22,2,4,,, +raffeke01,1941,1,CHN,NL,0,1,10,1,0,0,0,54,17,9,0,7,5,0.26,4.5,,0,0,0,73,5,9,,, +richwo01,1941,1,BOS,AL,0,0,2,1,0,0,0,11,8,7,1,2,4,0.42,17.18,,0,0,0,21,1,7,,, +riddlel01,1941,1,CIN,NL,19,4,33,22,15,4,1,650,180,54,8,59,80,0.22,2.24,,2,5,0,884,4,68,,, +rignejo01,1941,1,CHA,AL,13,13,30,29,18,3,0,711,224,101,21,92,119,0.24,3.84,,7,2,0,1005,0,116,,, +rootch01,1941,1,CHN,NL,8,7,19,15,6,0,0,320,133,64,8,37,46,0.3,5.4,,1,0,0,484,4,68,,, +rossbu02,1941,1,PHA,AL,0,1,1,1,0,0,0,12,10,8,2,2,0,0.43,18,,0,0,0,25,0,9,,, +rossbu02,1941,2,CHA,AL,3,8,20,11,7,0,0,325,99,38,6,43,30,0.23,3.16,,0,1,0,465,7,51,,, +rowesc01,1941,1,DET,AL,8,6,27,14,4,0,1,417,155,64,6,33,54,0.27,4.14,,2,0,1,599,9,70,,, +ruffire01,1941,1,NYA,AL,15,6,23,23,13,2,0,557,177,73,13,54,60,0.25,3.54,,1,1,0,771,0,87,,, +russoma01,1941,1,NYA,AL,14,10,28,27,17,3,1,629,195,72,8,87,105,0.24,3.09,,3,1,0,886,1,85,,, +rybami01,1941,1,BOS,AL,7,3,40,3,0,0,6,363,143,60,14,42,54,0.29,4.46,,0,0,2,535,25,72,,, +salvoma01,1941,1,BSN,NL,7,16,35,27,11,2,0,585,192,88,9,93,67,0.25,4.06,,5,4,0,862,4,103,,, +schmijo01,1941,1,CHN,NL,2,0,5,3,1,0,0,62,12,3,0,9,11,0.18,1.31,,0,1,0,79,2,5,,, +schumha02,1941,1,NY1,NL,12,10,30,26,12,3,1,618,187,77,11,79,63,0.24,3.36,,3,5,0,864,3,81,,, +sewelri01,1941,1,PIT,NL,14,17,39,32,18,2,2,747,225,103,18,84,76,0.23,3.72,,8,3,0,1055,7,126,,, +shirlte01,1941,1,PHA,AL,0,1,5,0,0,0,1,22,8,2,1,6,1,0.28,2.45,,0,0,0,35,4,4,,, +shouncl01,1941,1,SLN,NL,3,5,26,6,0,0,0,210,98,44,9,20,34,0.33,5.66,,0,0,0,320,7,48,,, +smithal03,1941,1,CLE,AL,12,13,29,27,13,2,0,620,204,88,12,75,76,0.25,3.83,,8,1,0,884,2,95,,, +smithed04,1941,1,CHA,AL,13,17,34,33,21,1,1,790,243,93,13,114,111,0.24,3.18,,6,5,0,1125,1,107,,, +stancch01,1941,1,NYA,AL,3,3,22,2,0,0,0,144,58,30,3,35,21,0.29,5.63,,2,1,0,241,9,41,,, +starrra01,1941,1,CIN,NL,3,2,7,4,3,2,0,102,28,10,1,6,11,0.21,2.65,,0,1,0,136,2,10,,, +strinni01,1941,1,BSN,NL,0,0,3,0,0,0,0,10,7,4,0,6,1,0.41,10.8,,0,1,0,24,0,5,,, +strinni01,1941,2,PIT,NL,1,2,12,3,0,0,0,93,35,18,4,13,12,0.28,5.23,,2,1,0,143,2,23,,, +sullijo05,1941,1,BSN,NL,2,2,16,2,0,0,0,157,60,24,3,26,11,0.29,4.13,,4,2,0,239,9,26,,, +sullijo05,1941,2,PIT,NL,4,1,16,4,0,0,1,118,40,13,2,22,10,0.25,2.97,,2,0,0,178,6,26,,, +sundrst01,1941,1,WS1,AL,9,13,28,23,11,0,0,505,203,99,11,61,50,0.29,5.29,,6,1,0,760,3,108,,, +sunketo01,1941,1,NY1,NL,1,1,2,2,1,1,0,46,7,5,0,12,14,0.14,2.93,,1,1,0,64,0,5,,, +swiftbi01,1941,1,BRO,NL,3,0,9,0,0,0,1,66,26,8,4,7,9,0.28,3.27,,1,0,0,97,4,9,,, +tamulvi01,1941,1,PHI,NL,0,1,6,1,0,0,0,36,21,12,1,7,5,0.38,9,,0,1,0,64,4,13,,, +tamulvi01,1941,2,BRO,NL,0,0,12,0,0,0,1,66,21,9,1,10,8,0.24,3.68,,0,0,0,98,7,10,,, +thomabu01,1941,1,DET,AL,1,3,26,1,0,0,2,218,74,34,4,22,17,0.26,4.21,,0,0,0,318,14,45,,, +thompju01,1941,1,CIN,NL,6,6,27,15,4,0,1,327,117,59,6,57,46,0.27,4.87,,2,3,0,509,6,65,,, +tobinji01,1941,1,BSN,NL,12,12,33,26,20,3,0,714,229,82,12,60,61,0.25,3.1,,1,0,1,981,4,91,,, +tobinpa01,1941,1,PHA,AL,0,0,1,0,0,0,0,3,4,4,0,2,0,0.57,36,,0,0,0,10,1,5,,, +trottbi01,1941,1,SLA,AL,4,2,29,0,0,0,0,149,68,33,2,19,17,0.33,5.98,,0,2,0,231,20,35,,, +troutdi01,1941,1,DET,AL,9,9,37,18,6,1,2,455,144,63,7,84,88,0.25,3.74,,4,2,1,671,11,76,,, +truckvi01,1941,1,DET,AL,0,0,1,0,0,0,0,6,4,2,0,0,3,0.5,9,,0,0,0,8,0,2,,, +turneji01,1941,1,CIN,NL,6,4,23,10,3,0,0,339,120,39,5,24,34,0.27,3.11,,1,1,0,465,6,49,,, +vandejo01,1941,1,CIN,NL,16,13,33,32,18,6,0,679,172,71,8,126,202,0.21,2.82,,3,1,0,945,0,83,,, +vaughpo01,1941,1,PHA,AL,0,2,5,3,1,0,0,68,32,20,3,12,6,0.32,7.94,,2,0,0,112,1,25,,, +wagnech01,1941,1,BOS,AL,12,8,29,25,12,3,0,562,175,64,14,85,51,0.24,3.07,,0,1,0,810,2,76,,, +waltebu01,1941,1,CIN,NL,19,15,37,35,27,5,2,906,292,95,10,88,129,0.25,2.83,,7,2,0,1252,2,108,,, +warnelo01,1941,1,SLN,NL,17,9,37,30,12,4,0,738,227,86,19,82,83,0.24,3.15,,0,3,0,1014,5,100,,, +washbge01,1941,1,NYA,AL,0,1,1,1,0,0,0,6,2,3,0,5,1,0.28,13.5,,1,0,0,12,0,4,,, +whiteer01,1941,1,SLN,NL,17,7,32,25,12,3,2,630,169,56,12,70,117,0.21,2.4,,3,6,0,866,6,72,,, +whiteha01,1941,1,DET,AL,0,0,4,0,0,0,0,27,11,6,0,6,2,0.3,6,,2,0,0,45,3,6,,, +wickeke01,1941,1,BRO,NL,1,2,16,2,0,0,1,96,30,13,3,14,8,0.25,3.66,,0,0,0,137,9,14,,, +wilkile01,1941,1,PIT,NL,2,4,26,6,2,1,2,237,90,40,1,40,16,0.28,4.56,,4,1,1,362,12,42,,, +wilsoja01,1941,1,BOS,AL,4,13,27,12,4,1,1,349,140,65,7,70,55,0.3,5.03,,8,2,0,551,11,82,,, +wittijo01,1941,1,NY1,NL,3,5,25,9,0,0,0,256,111,53,5,45,47,0.31,5.59,,5,1,1,400,8,57,,, +wolffro01,1941,1,PHA,AL,0,2,2,2,2,0,0,51,15,6,0,4,2,0.23,3.18,,0,0,0,69,0,6,,, +wyattwh01,1941,1,BRO,NL,22,10,38,35,23,7,1,865,223,75,10,82,176,0.21,2.34,,2,2,0,1147,1,89,,, +wynnea01,1941,1,WS1,AL,3,1,5,5,4,0,0,120,35,7,1,10,15,0.22,1.58,,0,0,0,167,0,14,,, +zuberbi01,1941,1,WS1,AL,6,4,36,7,1,0,2,289,110,58,5,61,51,0.29,5.42,,5,2,0,446,19,63,,, +abernte01,1942,1,PHA,AL,0,0,1,0,0,0,0,8,2,3,0,3,1,0.22,10.13,,1,0,0,12,0,3,,, +adamsac01,1942,1,NY1,NL,7,4,61,0,0,0,11,264,69,18,1,31,33,0.22,1.84,,3,0,0,351,49,23,,, +adkinde01,1942,1,WS1,AL,0,0,1,1,0,0,0,19,7,7,0,6,3,0.25,9.95,,0,0,0,33,0,8,,, +allenjo02,1942,1,BRO,NL,10,6,27,15,5,1,3,354,106,42,11,39,50,0.23,3.2,,1,2,0,494,9,53,,, +applepe01,1942,1,CHA,AL,0,0,4,0,0,0,0,14,2,2,0,3,2,0.13,3.86,,0,0,0,19,4,2,,, +applepe01,1942,2,SLA,AL,1,1,14,0,0,0,2,82,25,9,1,11,12,0.24,2.96,,0,0,0,114,12,9,,, +aukerel01,1942,1,SLA,AL,14,13,35,34,17,2,0,747,273,113,16,86,62,0.27,4.08,,1,3,1,1093,0,132,,, +bagbyji02,1942,1,CLE,AL,17,9,38,35,16,4,1,812,267,89,19,64,54,0.25,2.96,,1,1,0,1111,1,105,,, +beazljo01,1942,1,SLN,NL,21,6,43,23,13,3,3,646,181,51,4,73,91,0.22,2.13,,7,3,0,890,15,67,,, +beckbo01,1942,1,PHI,NL,0,1,26,1,0,0,0,159,69,28,4,17,10,0.32,4.75,,0,1,0,236,12,30,,, +beckmbi01,1942,1,PHA,AL,0,1,5,1,0,0,0,61,24,16,1,9,10,0.28,7.08,,0,0,0,92,3,17,,, +beckmbi01,1942,2,SLN,NL,1,0,2,0,0,0,0,21,4,0,0,1,3,0.2,0,,0,0,0,22,2,0,,, +beggsjo01,1942,1,CIN,NL,6,5,38,0,0,0,8,266,65,21,4,33,24,0.2,2.13,,2,1,2,361,30,28,,, +bentoal01,1942,1,DET,AL,7,13,35,30,9,1,2,680,210,73,9,84,110,0.24,2.9,,5,0,0,954,4,87,,, +berryjo03,1942,1,CHN,NL,0,0,2,0,0,0,0,6,7,4,0,2,1,0.53,18,,0,0,0,16,1,4,,, +bessehe01,1942,1,PHA,AL,2,9,30,14,4,0,1,399,163,91,7,69,78,0.3,6.16,,2,4,0,629,12,99,,, +bevillo01,1942,1,WS1,AL,0,1,4,1,0,0,0,29,9,7,0,11,2,0.26,6.52,,0,1,1,47,2,7,,, +biscafr01,1942,1,SLA,AL,0,1,11,0,0,0,1,81,13,7,1,11,10,0.14,2.33,,1,0,0,104,6,8,,, +bithohi01,1942,1,CHN,NL,9,14,38,16,9,0,2,514,191,70,8,81,65,0.29,3.68,,2,0,0,744,14,93,,, +blackew01,1942,1,CIN,NL,0,0,2,0,0,0,0,9,3,2,0,3,1,0.23,6,,2,0,0,16,1,4,,, +blantcy01,1942,1,PHI,NL,0,4,6,3,0,0,0,67,30,14,3,13,15,0.34,5.64,,0,1,0,103,2,15,,, +bonhati01,1942,1,NYA,AL,21,5,28,27,22,6,0,678,199,57,11,24,71,0.23,2.27,,1,1,0,872,1,65,,, +borowha01,1942,1,NYA,AL,15,4,25,21,13,4,1,535,157,50,6,66,85,0.23,2.52,,3,0,1,747,2,56,,, +bowmabo01,1942,1,CHN,NL,0,0,1,0,0,0,0,3,1,0,0,0,0,0.25,0,,0,0,0,4,1,0,,, +brancno01,1942,1,NYA,AL,0,1,10,0,0,0,2,47,18,11,3,16,13,0.29,6.32,,1,0,0,80,6,15,,, +brandbi01,1942,1,PIT,NL,1,1,3,3,1,0,0,49,23,9,1,5,4,0.34,4.96,,0,0,0,73,0,10,,, +breuema01,1942,1,NYA,AL,8,9,27,19,6,0,1,493,157,56,11,37,72,0.25,3.07,,0,1,0,668,6,67,,, +bridgto01,1942,1,DET,AL,9,7,23,22,11,2,1,522,164,53,6,61,97,0.24,2.74,,5,4,0,742,1,66,,, +browncl01,1942,1,CLE,AL,1,1,7,0,0,0,0,27,16,6,2,2,4,0.35,6,,0,1,0,48,6,10,,, +brownma01,1942,1,BOS,AL,9,3,34,0,0,0,6,181,56,23,4,28,20,0.25,3.43,,3,0,0,252,23,27,,, +butchma01,1942,1,PIT,NL,5,8,24,18,9,0,1,452,144,49,7,44,49,0.24,2.93,,2,2,0,642,4,59,,, +butlabi01,1942,1,BOS,AL,7,1,23,10,6,2,1,334,85,31,8,33,46,0.2,2.51,,2,3,0,453,6,35,,, +caligfr01,1942,1,PHA,AL,0,3,13,2,0,0,1,110,45,26,2,18,20,0.3,6.38,,2,2,1,172,9,27,,, +calvepa01,1942,1,CLE,AL,0,0,1,0,0,0,0,6,0,0,0,2,2,0,0,,0,0,0,7,1,0,,, +carpebo01,1942,1,NY1,NL,11,10,28,25,12,2,0,557,192,65,13,51,53,0.26,3.15,,3,1,0,790,2,73,,, +carraal01,1942,1,WS1,AL,7,7,35,15,7,1,4,457,161,58,7,53,40,0.26,3.43,,0,1,0,668,13,74,,, +caseyhu01,1942,1,BRO,NL,6,3,50,2,0,0,13,336,91,28,3,44,54,0.22,2.25,,1,2,0,460,29,32,,, +castege01,1942,1,SLA,AL,8,2,39,0,0,0,5,240,62,25,3,39,34,0.21,2.81,,1,3,1,336,24,30,,, +catheha01,1942,1,WS1,AL,1,1,12,2,0,0,0,91,44,25,1,16,8,0.34,7.42,,1,0,0,147,7,26,,, +centepe01,1942,1,CLE,AL,0,0,1,0,0,0,0,10,7,6,0,4,0,0.43,16.2,,0,1,0,22,0,6,,, +chandsp01,1942,1,NYA,AL,16,5,24,24,17,3,0,602,176,53,13,74,74,0.23,2.38,,4,4,1,829,0,64,,, +chaseke01,1942,1,BOS,AL,5,1,13,10,4,0,0,241,82,34,5,41,34,0.26,3.81,,3,0,1,356,1,37,,, +chipmbo01,1942,1,BRO,NL,0,0,2,0,0,0,0,4,1,0,0,2,1,0.25,0,,0,0,0,6,0,0,,, +chrisru01,1942,1,PHA,AL,4,13,30,18,10,0,1,495,154,70,8,99,58,0.25,3.82,,2,3,0,718,10,78,,, +colemjo04,1942,1,PHA,AL,0,1,1,0,0,0,0,18,8,2,0,1,0,0.3,3,,0,0,0,28,0,5,,, +congedi01,1942,1,PIT,NL,0,0,2,1,0,0,0,25,9,2,0,5,3,0.29,2.16,,1,0,0,38,0,3,,, +coopemo01,1942,1,SLN,NL,22,7,37,35,22,10,0,836,207,55,9,68,152,0.2,1.78,,5,5,0,1100,1,73,,, +daviscu01,1942,1,BRO,NL,15,6,32,26,13,5,2,618,179,54,10,51,60,0.23,2.36,,1,7,0,840,5,62,,, +deanch01,1942,1,CLE,AL,8,11,27,22,8,0,1,518,170,73,7,66,46,0.26,3.81,,2,0,0,733,4,83,,, +derripa01,1942,1,CIN,NL,10,11,29,27,13,1,0,626,203,71,4,49,68,0.25,3.06,,0,4,0,872,0,83,,, +dicksmu01,1942,1,SLN,NL,6,3,36,7,2,0,2,362,91,39,1,61,66,0.21,2.91,,2,1,0,488,13,41,,, +diehlge01,1942,1,BSN,NL,0,0,1,0,0,0,0,11,2,1,0,2,0,0.16,2.45,,0,1,0,15,0,2,,, +dietrbi01,1942,1,CHA,AL,6,11,26,23,6,0,0,480,173,87,16,70,39,0.27,4.89,,3,5,1,712,2,92,,, +dietzdu01,1942,1,PIT,NL,6,9,40,13,3,0,3,403,139,59,8,57,35,0.26,3.95,,2,1,1,590,18,67,,, +dobsojo01,1942,1,BOS,AL,11,9,30,23,10,3,0,548,155,67,9,68,72,0.23,3.3,,1,2,1,750,6,73,,, +donalat01,1942,1,NYA,AL,11,3,20,19,10,1,0,443,133,51,6,45,53,0.23,3.11,,5,0,0,607,0,58,,, +donovbi02,1942,1,BSN,NL,3,6,31,10,2,0,0,268,97,34,2,32,23,0.28,3.43,,0,0,1,383,12,43,,, +earleto01,1942,1,BSN,NL,6,11,27,18,6,0,1,338,120,59,10,55,28,0.27,4.71,,5,1,0,498,4,65,,, +easthu01,1942,1,NY1,NL,0,2,4,1,0,0,0,22,15,8,1,7,2,0.42,9.82,,0,0,0,45,0,16,,, +eavesva01,1942,1,CHN,NL,0,0,2,0,0,0,0,9,4,3,0,2,0,0.3,9,,0,1,0,16,1,3,,, +eisenha01,1942,1,CLE,AL,2,1,29,1,0,0,2,143,58,13,1,6,19,0.3,2.45,,0,0,0,199,19,19,,, +embrere01,1942,1,CLE,AL,3,4,19,6,2,0,0,189,58,27,0,31,44,0.24,3.86,,0,2,0,276,7,31,,, +erickpa01,1942,1,CHN,NL,1,6,18,7,1,0,0,189,70,38,4,41,26,0.28,5.43,,2,0,0,289,6,40,,, +erricdi01,1942,1,BSN,NL,2,5,21,4,0,0,1,178,76,33,8,20,15,0.3,5.01,,1,0,1,266,7,34,,, +erricdi01,1942,2,CHN,NL,1,1,13,0,0,0,0,72,39,11,1,8,9,0.41,4.13,,1,1,0,110,8,12,,, +feldmha01,1942,1,NY1,NL,7,1,31,6,2,1,0,342,100,40,5,73,49,0.23,3.16,,4,1,0,504,10,46,,, +ferenst01,1942,1,SLA,AL,3,4,19,3,1,0,0,207,76,29,2,21,23,0.27,3.78,,4,0,0,299,8,31,,, +ferrito01,1942,1,CLE,AL,3,2,31,2,2,0,3,244,56,18,3,32,28,0.2,1.99,,0,0,0,317,15,20,,, +fitzsfr01,1942,1,BRO,NL,0,0,1,1,0,0,0,9,6,5,1,1,0,0.4,15,,0,0,0,16,0,5,,, +flemibi01,1942,1,CHN,NL,5,6,33,14,4,2,2,403,117,45,9,63,59,0.23,3.01,,3,3,0,581,7,51,,, +flitchi01,1942,1,PHI,NL,0,0,3,0,0,0,0,10,6,3,0,2,1,0.42,8.1,,1,0,0,17,0,4,,, +floreje01,1942,1,CHN,NL,0,1,4,0,0,0,0,16,5,2,1,2,6,0.22,3.38,,0,0,0,24,1,5,,, +fowledi01,1942,1,PHA,AL,6,11,31,17,4,0,1,420,159,77,13,45,38,0.28,4.95,,3,0,0,605,13,90,,, +frencla01,1942,1,BRO,NL,15,4,38,14,8,4,0,443,127,30,1,36,62,0.23,1.83,,1,5,0,596,10,39,,, +fuchsch01,1942,1,DET,AL,3,3,9,4,1,1,0,110,43,27,5,19,15,0.28,6.63,,2,1,1,174,3,27,,, +galehde01,1942,1,SLA,AL,12,12,32,28,12,3,1,577,193,77,5,79,75,0.26,3.6,,2,4,0,823,3,91,,, +gomezle01,1942,1,NYA,AL,6,4,13,13,2,0,0,240,67,38,4,65,41,0.23,4.28,,1,2,0,355,0,42,,, +gorniha01,1942,1,PIT,NL,5,6,25,14,7,2,2,336,89,32,2,40,48,0.21,2.57,,1,1,0,464,6,45,,, +gorsijo01,1942,1,DET,AL,3,2,28,0,0,0,4,159,63,28,2,26,19,0.31,4.75,,0,3,0,242,19,31,,, +gromest01,1942,1,CLE,AL,2,0,14,0,0,0,0,133,46,18,2,23,14,0.26,3.65,,1,0,0,197,6,24,,, +groveor01,1942,1,CHA,AL,4,6,12,8,4,0,0,199,77,38,1,33,21,0.28,5.16,,3,1,0,309,2,47,,, +gumbeha01,1942,1,SLN,NL,9,5,38,19,5,0,5,489,156,59,3,59,52,0.25,3.26,,5,1,1,695,12,67,,, +halleja01,1942,1,PIT,NL,0,1,3,3,2,0,0,67,23,12,0,8,16,0.27,4.84,,1,0,0,95,0,12,,, +hamlilu01,1942,1,PIT,NL,4,4,23,14,6,1,0,336,128,49,3,19,38,0.28,3.94,,1,1,1,483,4,58,,, +hannilo01,1942,1,SLA,AL,1,1,11,0,0,0,0,52,26,15,2,12,9,0.35,7.79,,0,1,0,87,5,15,,, +hanyzed01,1942,1,CHN,NL,1,1,6,1,0,0,0,57,17,8,2,8,6,0.25,3.79,,0,0,0,77,2,9,,, +hardeme01,1942,1,CLE,AL,13,14,29,29,13,4,0,596,179,76,8,82,74,0.24,3.44,,1,3,0,842,0,83,,, +harribo01,1942,1,SLA,AL,1,5,6,6,0,0,0,101,37,21,2,17,9,0.26,5.61,,1,0,0,157,0,24,,, +harribo01,1942,2,PHA,AL,1,5,16,8,2,1,0,234,77,25,5,24,26,0.25,2.88,,1,0,0,334,6,31,,, +harrilu01,1942,1,PHA,AL,11,15,26,20,10,1,0,498,146,69,14,70,60,0.23,3.74,,2,1,2,705,5,80,,, +haynejo01,1942,1,CHA,AL,8,5,40,1,1,0,6,309,88,30,6,47,35,0.23,2.62,,5,3,0,433,35,37,,, +headed01,1942,1,BRO,NL,10,6,36,15,5,1,4,410,118,54,11,47,78,0.23,3.56,,3,3,0,571,11,60,,, +heintke01,1942,1,PIT,NL,8,11,27,18,5,3,0,390,143,66,9,63,39,0.28,4.57,,3,0,0,581,4,69,,, +hennege01,1942,1,PHI,NL,1,1,5,1,0,0,0,51,11,5,1,10,2,0.18,2.65,,0,0,0,71,4,5,,, +henshro01,1942,1,DET,AL,2,4,23,2,0,0,1,185,63,28,3,27,24,0.26,4.09,,0,1,0,267,14,32,,, +hevinjo02,1942,1,CLE,AL,5,3,27,2,0,0,3,139,52,25,4,25,13,0.27,4.86,,0,2,0,216,14,28,,, +hickeji01,1942,1,BSN,NL,0,1,1,1,0,0,0,4,4,3,1,2,0,0.5,20.25,,0,0,0,11,0,4,,, +higbeki01,1942,1,BRO,NL,16,11,38,32,13,2,0,665,180,80,17,106,115,0.22,3.25,,3,2,0,929,3,89,,, +hoersle01,1942,1,PHI,NL,4,16,33,22,5,0,1,452,162,87,11,78,52,0.27,5.2,,2,1,0,684,4,99,,, +hollial01,1942,1,SLA,AL,10,6,33,18,7,1,4,483,173,53,4,52,60,0.27,2.96,,2,2,2,703,12,70,,, +hubbeca01,1942,1,NY1,NL,11,8,24,20,11,0,0,472,158,69,17,34,61,0.25,3.95,,2,1,0,660,1,75,,, +hudsosi01,1942,1,WS1,AL,10,17,35,31,19,1,2,718,266,116,9,70,72,0.27,4.36,,4,5,0,1048,4,140,,, +hugheto04,1942,1,PHI,NL,12,18,40,31,19,0,1,759,224,86,8,99,77,0.23,3.06,,1,0,1,1069,5,105,,, +hughste01,1942,1,BOS,AL,22,6,38,30,22,4,4,843,258,81,10,75,113,0.24,2.59,,1,1,1,1150,5,92,,, +humphjo02,1942,1,CHA,AL,12,12,28,28,17,2,0,685,227,68,9,59,71,0.25,2.68,,0,7,2,967,0,85,,, +hutchjo02,1942,1,BSN,NL,1,0,20,3,0,0,0,197,66,32,2,34,27,0.26,4.39,,1,2,0,291,8,33,,, +javeral01,1942,1,BSN,NL,12,16,42,37,19,5,0,783,251,88,8,78,85,0.25,3.03,,1,3,0,1108,2,106,,, +johnsar02,1942,1,BSN,NL,0,0,4,0,0,0,0,19,4,1,0,5,0,0.19,1.42,,0,1,0,27,2,1,,, +johnssi01,1942,1,PHI,NL,8,19,39,26,10,1,0,586,198,80,6,72,78,0.26,3.69,,2,1,0,834,8,96,,, +juddos01,1942,1,BOS,AL,8,10,31,19,11,0,2,451,135,65,3,90,70,0.23,3.89,,7,2,0,664,7,72,,, +jungeke01,1942,1,PIT,NL,0,0,6,0,0,0,0,41,12,10,0,4,7,0.23,6.59,,0,0,0,57,5,11,,, +kehnch01,1942,1,BRO,NL,0,0,3,1,0,0,0,23,8,6,2,4,3,0.26,7.04,,0,0,0,34,2,6,,, +kennebi01,1942,1,WS1,AL,0,1,8,2,1,0,2,54,21,16,1,10,4,0.29,8,,0,0,0,83,5,18,,, +kenneve01,1942,1,CLE,AL,4,8,28,12,4,0,1,324,99,49,1,50,37,0.24,4.08,,2,1,0,462,9,57,,, +kimbane01,1942,1,BRO,NL,2,0,14,1,0,0,0,88,27,12,0,19,8,0.26,3.68,,1,1,0,124,5,13,,, +klingbo01,1942,1,PIT,NL,8,11,37,19,8,1,1,458,151,55,6,45,58,0.25,3.24,,4,3,0,657,9,69,,, +knottja01,1942,1,PHA,AL,2,10,20,14,4,0,0,286,127,59,7,36,31,0.31,5.57,,2,1,0,456,2,84,,, +kosloda01,1942,1,NY1,NL,3,6,19,11,3,1,0,234,79,44,7,32,42,0.26,5.08,,0,1,0,344,2,49,,, +krakajo01,1942,1,CLE,AL,0,0,3,0,0,0,0,21,7,3,1,4,2,0.25,3.86,,1,0,0,32,2,3,,, +kristho01,1942,1,SLN,NL,13,3,34,8,3,0,1,355,103,33,2,43,47,0.23,2.51,,1,2,0,493,16,34,,, +kushem01,1942,1,CHN,NL,0,0,1,0,0,0,0,6,1,0,0,1,1,0.16,0,,0,0,0,8,1,0,,, +lamanfr02,1942,1,BSN,NL,0,1,5,0,0,0,0,20,5,4,1,3,2,0.2,5.4,,0,0,0,27,3,4,,, +lambege01,1942,1,PHI,NL,0,0,1,0,0,0,0,3,3,1,0,0,1,0.5,9,,0,0,0,6,0,1,,, +laniema01,1942,1,SLN,NL,13,8,34,20,8,2,2,483,137,53,4,60,93,0.23,2.96,,3,2,0,657,11,55,,, +lannijo01,1942,1,PIT,NL,6,8,34,8,2,1,1,358,125,44,7,26,31,0.27,3.32,,1,1,0,497,11,52,,, +lapihan01,1942,1,PHI,NL,0,2,3,2,0,0,0,62,17,12,0,13,8,0.22,5.23,,2,2,0,94,0,13,,, +leebi02,1942,1,CHN,NL,13,13,32,30,18,1,0,659,221,94,4,67,75,0.25,3.85,,3,1,1,939,1,99,,, +leeth01,1942,1,CHA,AL,2,6,11,8,6,1,0,228,82,28,4,31,25,0.27,3.32,,2,2,0,334,3,38,,, +leibeha01,1942,1,NY1,NL,0,1,1,1,1,0,0,27,9,6,0,5,5,0.29,6,,0,1,0,42,0,9,,, +leonadu02,1942,1,WS1,AL,2,2,6,5,1,1,0,105,28,16,1,5,15,0.21,4.11,,0,0,0,138,1,16,,, +lindejo01,1942,1,NYA,AL,2,1,23,2,0,0,1,158,52,22,3,22,28,0.25,3.76,,1,1,1,231,15,25,,, +lohrmbi01,1942,1,SLN,NL,1,1,5,0,0,0,0,38,11,2,0,2,6,0.24,1.42,,2,0,0,50,1,3,,, +lohrmbi01,1942,2,NY1,NL,13,4,26,19,12,2,0,474,143,45,11,33,41,0.24,2.56,,3,2,0,642,3,52,,, +lowrysa01,1942,1,PHA,AL,0,0,1,0,0,0,0,9,3,2,0,1,0,0.25,6,,0,0,0,13,1,2,,, +lyonste01,1942,1,CHA,AL,14,6,20,20,20,1,0,541,167,42,11,26,50,0.24,2.1,,3,2,0,720,0,52,,, +maconma01,1942,1,BRO,NL,5,3,14,8,4,1,1,252,67,18,3,33,27,0.22,1.93,,0,2,0,348,3,22,,, +mandeha01,1942,1,DET,AL,2,0,18,0,0,0,0,99,39,15,4,15,14,0.3,4.09,,0,1,0,146,11,19,,, +marchph01,1942,1,PHA,AL,17,14,38,31,18,1,1,732,215,114,14,140,110,0.23,4.2,,13,4,0,1081,7,126,,, +mastepa01,1942,1,PHI,NL,0,0,4,0,0,0,0,25,10,6,1,5,3,0.3,6.48,,0,0,0,39,3,6,,, +mastewa02,1942,1,WS1,AL,5,9,25,15,8,4,2,428,138,53,6,54,63,0.25,3.34,,3,2,0,618,7,75,,, +mccrale01,1942,1,PHA,AL,0,0,1,0,0,0,0,12,14,14,2,2,0,0.56,31.5,,1,1,0,29,1,14,,, +mcculph01,1942,1,WS1,AL,0,0,1,0,0,0,0,9,5,2,0,2,2,0.33,6,,0,0,0,17,1,4,,, +mcgeebi01,1942,1,NY1,NL,6,3,31,8,2,1,1,312,95,34,8,46,40,0.24,2.94,,0,1,0,447,11,50,,, +meltocl01,1942,1,NY1,NL,11,5,23,17,12,2,1,431,122,42,9,33,61,0.22,2.63,,4,2,0,575,2,51,,, +meltoru01,1942,1,PHI,NL,9,20,42,29,10,1,4,628,180,86,7,114,107,0.23,3.7,,8,3,0,903,10,95,,, +milnaal01,1942,1,CLE,AL,6,8,28,19,8,2,0,471,146,72,3,85,35,0.25,4.13,,4,4,1,685,4,82,,, +moorewh01,1942,1,CIN,NL,0,0,1,0,0,0,0,3,0,0,0,1,0,0,0,,0,0,0,4,1,0,,, +moorewh01,1942,2,SLN,NL,0,1,9,0,0,0,0,37,10,6,0,11,1,0.21,4.38,,1,1,0,58,4,6,,, +mootyja01,1942,1,CHN,NL,2,5,19,10,1,0,1,253,89,44,11,44,28,0.26,4.7,,4,0,2,384,5,48,,, +muncrbo01,1942,1,SLA,AL,6,8,24,18,7,1,0,403,149,58,11,31,39,0.28,3.89,,2,0,0,572,2,61,,, +mungova01,1942,1,NY1,NL,1,2,9,5,0,0,0,109,38,24,4,21,27,0.27,5.94,,2,0,0,162,0,32,,, +murphjo04,1942,1,NYA,AL,4,10,31,0,0,0,11,174,66,22,2,23,24,0.29,3.41,,1,2,0,260,26,27,,, +nahemsa01,1942,1,PHI,NL,1,3,35,2,0,0,0,224,72,41,2,40,38,0.25,4.94,,4,2,1,333,16,48,,, +nayloea01,1942,1,PHI,NL,0,5,20,4,1,0,0,181,68,41,5,29,19,0.28,6.12,,2,0,1,272,12,43,,, +newhoha01,1942,1,DET,AL,8,14,38,23,11,1,5,551,137,50,4,114,103,0.2,2.45,,2,2,0,789,14,73,,, +newsobo01,1942,1,WS1,AL,11,17,30,29,15,2,0,641,236,117,5,92,113,0.28,4.93,,2,3,0,957,1,135,,, +newsobo01,1942,2,BRO,NL,2,2,6,5,2,1,0,96,28,12,1,14,21,0.23,3.38,,1,1,0,135,0,13,,, +newsodi01,1942,1,BOS,AL,8,10,24,23,11,0,0,474,174,88,11,67,40,0.27,5.01,,2,0,0,701,0,98,,, +niggejo01,1942,1,SLA,AL,15,11,28,27,16,3,0,619,173,61,10,93,107,0.22,2.66,,7,11,0,885,1,76,,, +olsenve01,1942,1,CHN,NL,6,9,32,17,4,1,1,421,161,70,6,55,46,0.28,4.49,,3,1,1,632,9,75,,, +osterfr01,1942,1,SLA,AL,3,1,10,4,2,0,0,131,46,18,4,17,21,0.26,3.71,,5,0,0,191,3,22,,, +passecl01,1942,1,CHN,NL,19,14,35,34,24,3,0,835,284,83,13,74,89,0.26,2.68,,4,3,0,1177,0,116,,, +pearsik01,1942,1,PHI,NL,1,6,35,7,0,0,0,256,87,43,4,50,21,0.27,4.54,,2,4,0,382,13,48,,, +permele01,1942,1,CHA,AL,0,1,4,1,1,0,0,39,5,2,0,4,4,0.11,1.38,,0,1,0,48,3,2,,, +poatra01,1942,1,CLE,AL,1,3,4,4,1,1,0,55,24,11,1,9,8,0.29,5.4,,0,1,0,91,0,11,,, +podgajo01,1942,1,PHI,NL,6,14,43,23,6,0,0,560,191,81,9,63,40,0.26,3.91,,3,11,3,801,11,95,,, +polleho01,1942,1,SLN,NL,7,5,27,13,5,2,0,328,102,35,7,39,42,0.24,2.88,,5,2,0,466,3,43,,, +pressto01,1942,1,CHN,NL,1,1,27,0,0,0,4,118,40,24,5,5,9,0.26,5.49,,2,5,0,168,18,28,,, +pyleew01,1942,1,SLA,AL,0,0,2,0,0,0,0,16,6,4,0,4,1,0.28,6.75,,0,0,0,25,1,4,,, +queenme01,1942,1,NYA,AL,1,0,4,0,0,0,0,17,6,0,0,3,0,0.3,0,,0,2,0,25,2,0,,, +reynoal01,1942,1,CLE,AL,0,0,2,0,0,0,0,15,5,0,0,4,2,0.25,0,,0,0,0,24,1,1,,, +riddlel01,1942,1,CIN,NL,7,11,29,19,7,1,0,475,157,65,7,79,78,0.26,3.69,,2,4,0,700,5,74,,, +rignejo01,1942,1,CHA,AL,3,3,7,7,6,0,0,177,40,21,2,16,34,0.18,3.2,,0,1,0,234,0,23,,, +rossbu02,1942,1,CHA,AL,5,7,22,14,4,2,1,340,118,63,6,39,37,0.26,5,,5,0,0,489,5,63,,, +rowesc01,1942,1,DET,AL,1,0,2,1,0,0,0,31,9,0,0,2,7,0.22,0,,0,0,0,43,0,2,,, +rowesc01,1942,2,BRO,NL,1,0,9,2,0,0,0,91,36,18,2,12,6,0.28,5.34,,0,1,0,139,5,19,,, +ruffire01,1942,1,NYA,AL,14,7,24,24,16,4,0,581,183,69,10,41,80,0.25,3.21,,0,3,0,784,0,72,,, +russoma01,1942,1,NYA,AL,4,1,9,5,2,0,0,136,41,14,2,14,15,0.24,2.78,,0,1,0,184,3,15,,, +rybami01,1942,1,BOS,AL,3,3,18,0,0,0,3,133,49,19,5,13,16,0.27,3.86,,0,1,0,194,15,25,,, +sainjo01,1942,1,BSN,NL,4,7,40,3,0,0,6,291,79,42,8,63,68,0.22,3.9,,4,5,1,423,24,54,,, +salvoma01,1942,1,BSN,NL,7,8,25,14,6,1,0,392,129,44,7,41,25,0.26,3.03,,2,4,1,557,5,52,,, +savagbo01,1942,1,PHA,AL,0,1,8,3,0,0,0,92,24,11,0,31,10,0.22,3.23,,1,0,0,141,4,16,,, +scarbra01,1942,1,WS1,AL,2,1,17,5,1,1,0,190,68,29,2,32,16,0.27,4.12,,1,0,0,284,6,32,,, +schmijo01,1942,1,CHN,NL,3,7,23,10,1,0,2,260,70,33,3,45,51,0.23,3.43,,3,3,0,364,6,41,,, +schumha02,1942,1,NY1,NL,12,13,29,29,12,3,0,648,208,73,12,82,49,0.25,3.04,,3,3,0,926,0,81,,, +sewelri01,1942,1,PIT,NL,17,15,40,33,18,5,2,744,259,94,13,72,69,0.26,3.41,,4,2,0,1067,7,117,,, +shirlte01,1942,1,PHA,AL,0,1,15,1,0,0,1,107,37,21,0,22,10,0.27,5.3,,0,2,0,162,7,30,,, +shouncl01,1942,1,SLN,NL,0,0,2,0,0,0,0,5,1,0,0,0,0,0.16,0,,0,0,0,7,2,0,,, +shouncl01,1942,2,CIN,NL,1,3,34,0,0,0,0,218,55,18,2,24,32,0.21,2.23,,0,0,0,285,25,23,,, +shumaha01,1942,1,PIT,NL,0,0,1,0,0,0,0,6,0,0,0,1,1,0,0,,0,0,0,6,1,0,,, +smithal03,1942,1,CLE,AL,10,15,30,24,7,1,0,505,163,74,9,71,66,0.25,3.96,,3,5,0,742,6,96,,, +smithed04,1942,1,CHA,AL,7,20,29,28,18,2,1,645,223,95,17,86,78,0.26,3.98,,5,4,0,935,1,112,,, +spahnwa01,1942,1,BSN,NL,0,0,4,2,1,0,0,47,25,10,0,11,7,0.36,5.74,,0,0,0,79,0,15,,, +starrra01,1942,1,CIN,NL,15,13,37,33,17,4,0,830,228,82,10,106,83,0.22,2.67,,0,3,0,1136,2,88,,, +strinni01,1942,1,PIT,NL,0,0,7,1,0,0,0,67,19,7,2,9,10,0.22,2.82,,0,1,0,93,0,7,,, +sundrst01,1942,1,WS1,AL,1,3,6,4,2,0,0,101,43,21,1,15,5,0.3,5.61,,2,1,0,158,0,24,,, +sundrst01,1942,2,SLA,AL,8,3,20,13,6,0,0,332,122,47,2,29,26,0.27,3.82,,3,0,0,476,3,56,,, +sunketo01,1942,1,NY1,NL,3,6,19,11,3,0,0,191,65,34,5,41,29,0.26,4.81,,0,0,0,286,3,40,,, +terryya01,1942,1,BOS,AL,6,5,20,11,3,0,1,255,82,37,5,43,37,0.24,3.92,,2,2,0,378,4,48,,, +thompju01,1942,1,CIN,NL,4,7,29,10,1,0,0,305,86,38,5,53,35,0.22,3.36,,3,2,0,443,7,61,,, +tobinji01,1942,1,BSN,NL,12,21,37,33,28,1,0,863,283,127,20,96,71,0.25,3.97,,7,6,0,1224,2,145,,, +tostlo01,1942,1,BSN,NL,10,10,35,22,5,1,0,443,146,58,12,52,43,0.25,3.53,,3,4,0,633,5,66,,, +trottbi01,1942,1,SLA,AL,0,1,3,0,0,0,0,6,5,4,0,2,0,0.38,18,,0,0,0,15,2,5,,, +trottbi01,1942,2,WS1,AL,3,1,17,0,0,0,0,122,52,26,4,14,13,0.3,5.75,,0,0,0,187,11,29,,, +troutdi01,1942,1,DET,AL,12,18,35,29,13,1,0,669,214,85,15,89,91,0.24,3.43,,8,4,1,965,5,98,,, +truckvi01,1942,1,DET,AL,14,8,28,20,8,2,0,503,147,51,3,74,91,0.23,2.74,,7,2,1,721,8,64,,, +turneji01,1942,1,CIN,NL,0,0,3,0,0,0,0,10,5,4,1,3,0,0.33,10.8,,0,0,0,18,2,5,,, +turneji01,1942,2,NYA,AL,1,1,5,0,0,0,1,21,4,1,0,1,2,0.16,1.29,,0,0,0,25,5,1,,, +vandejo01,1942,1,CIN,NL,18,12,33,33,21,4,0,732,188,66,6,102,186,0.2,2.43,,4,1,0,1017,0,78,,, +voisebi01,1942,1,NY1,NL,0,1,2,1,0,0,0,27,6,2,1,4,5,0.17,2,,0,0,0,38,1,4,,, +wadeja01,1942,1,CHA,AL,5,5,15,10,3,0,0,257,84,39,2,56,32,0.25,4.1,,4,0,0,389,3,45,,, +wagnech01,1942,1,BOS,AL,14,11,29,26,17,2,0,616,184,75,5,95,52,0.24,3.29,,2,5,0,868,1,87,,, +wallale01,1942,1,BSN,NL,1,3,19,3,1,0,0,148,39,21,3,24,20,0.21,3.83,,2,2,0,209,8,21,,, +waltebu01,1942,1,CIN,NL,15,14,34,32,21,2,0,761,223,75,8,73,109,0.23,2.66,,2,5,0,1054,1,101,,, +warnelo01,1942,1,SLN,NL,6,4,12,12,5,0,0,246,76,30,8,15,31,0.23,3.29,,0,0,0,336,0,34,,, +warnelo01,1942,2,CHN,NL,5,7,15,12,8,1,2,297,97,25,2,21,28,0.25,2.27,,0,0,0,403,3,33,,, +webbele01,1942,1,BRO,NL,3,2,19,3,1,0,1,155,46,17,2,22,23,0.23,2.96,,1,0,0,222,5,17,,, +weilaed01,1942,1,CHA,AL,0,0,5,0,0,0,0,29,18,8,0,3,4,0.38,7.45,,2,0,0,51,4,11,,, +whiteer01,1942,1,SLN,NL,7,5,26,19,7,1,2,385,113,36,11,41,67,0.23,2.52,,0,2,0,538,6,57,,, +whiteha01,1942,1,DET,AL,12,12,34,25,12,4,1,650,212,70,6,82,93,0.25,2.91,,1,5,0,933,7,80,,, +whitejo02,1942,1,SLA,AL,0,0,4,0,0,0,0,12,8,3,0,1,0,0.42,6.75,,0,1,0,21,1,3,,, +wilkile01,1942,1,PIT,NL,6,7,35,6,3,0,1,322,112,50,4,37,18,0.26,4.19,,1,1,1,468,19,53,,, +wilsoja01,1942,1,WS1,AL,1,4,12,6,1,0,0,126,57,31,2,23,18,0.32,6.64,,1,1,0,204,4,34,,, +wilsoja01,1942,2,DET,AL,0,0,9,0,0,0,0,39,20,7,3,5,7,0.35,4.85,,1,0,0,63,5,8,,, +wolffro01,1942,1,PHA,AL,12,15,32,25,15,2,3,643,206,79,16,69,94,0.24,3.32,,5,3,0,912,7,99,,, +wyattwh01,1942,1,BRO,NL,19,7,31,30,16,0,0,652,185,66,9,63,104,0.22,2.73,,1,7,1,900,1,82,,, +wynnea01,1942,1,WS1,AL,10,16,30,28,10,1,0,570,246,108,6,73,58,0.31,5.12,,3,3,1,870,2,129,,, +wyseha01,1942,1,CHN,NL,2,1,4,4,1,1,0,84,33,6,1,6,8,0.28,1.93,,0,0,0,122,0,10,,, +zuberbi01,1942,1,WS1,AL,9,9,37,7,3,1,1,380,115,54,5,82,64,0.24,3.84,,5,0,1,568,19,66,,, +abernte01,1943,1,PHA,AL,0,3,5,2,1,0,0,44,24,21,0,13,10,0.35,12.89,,0,0,0,82,2,22,,, +adamsac01,1943,1,NY1,NL,11,7,70,3,1,0,9,421,121,44,5,55,46,0.23,2.82,,3,1,0,579,52,50,,, +adkinde01,1943,1,WS1,AL,0,0,7,0,0,0,0,31,9,3,0,5,1,0.25,2.61,,0,0,0,41,5,3,,, +alderda01,1943,1,CHN,NL,0,1,4,2,0,0,0,42,21,10,2,3,4,0.35,6.43,,0,0,0,63,2,12,,, +allenjo02,1943,1,BRO,NL,5,1,17,1,0,0,1,114,42,18,3,25,15,0.28,4.26,,2,2,1,180,4,21,,, +allenjo02,1943,2,NY1,NL,1,3,15,0,0,0,2,123,37,14,4,14,24,0.24,3.07,,4,0,0,169,10,16,,, +andrena01,1943,1,BSN,NL,14,20,36,34,23,3,0,851,253,81,11,75,80,0.23,2.57,,4,6,1,1167,2,100,,, +arntzor01,1943,1,PHA,AL,4,13,32,20,9,0,0,493,172,77,5,69,66,0.27,4.22,,2,5,0,708,7,85,,, +bagbyji02,1943,1,CLE,AL,17,14,36,33,16,3,1,819,248,94,15,80,70,0.24,3.1,,0,3,0,1135,2,112,,, +barnere02,1943,1,BRO,NL,2,2,9,8,1,0,0,136,36,32,4,41,23,0.21,6.35,,1,2,0,214,0,32,,, +barredi01,1943,1,CHN,NL,0,4,15,4,0,0,0,135,52,24,2,28,20,0.29,4.8,,1,1,0,211,4,28,,, +barredi01,1943,2,PHI,NL,10,9,23,20,10,2,1,508,137,45,5,51,65,0.22,2.39,,3,2,0,683,3,53,,, +barrere01,1943,1,BSN,NL,12,18,38,31,14,3,0,765,240,90,11,63,64,0.25,3.18,,1,2,1,1053,5,107,,, +beckbo01,1943,1,PHI,NL,0,0,4,0,0,0,0,41,24,15,1,5,3,0.39,9.88,,0,2,0,68,3,15,,, +beggsjo01,1943,1,CIN,NL,7,6,39,4,4,2,6,346,121,30,0,25,28,0.27,2.34,,0,0,0,479,26,38,,, +bessehe01,1943,1,PHA,AL,1,1,5,1,0,0,0,49,18,6,2,4,3,0.29,3.31,,0,1,0,68,4,6,,, +bithohi01,1943,1,CHN,NL,18,12,39,30,19,7,2,749,227,72,8,65,86,0.24,2.6,,3,2,0,1020,7,79,,, +blackdo01,1943,1,PHA,AL,6,16,33,26,12,1,1,624,193,97,8,110,65,0.24,4.2,,4,6,0,917,4,105,,, +bonhati01,1943,1,NYA,AL,15,8,28,26,17,4,1,677,197,57,13,52,71,0.23,2.27,,0,1,1,902,1,63,,, +borowha01,1943,1,NYA,AL,14,9,29,27,14,3,0,652,195,68,11,72,113,0.24,2.82,,4,2,1,896,1,75,,, +bowlech01,1943,1,PHA,AL,1,1,2,2,2,0,0,54,17,6,0,4,6,0.25,3,,0,0,0,72,0,10,,, +brandbi01,1943,1,PIT,NL,4,1,29,3,0,0,0,172,57,20,3,19,17,0.24,3.14,,2,1,1,254,12,25,,, +brazlal01,1943,1,SLN,NL,8,2,13,9,8,1,0,264,74,15,0,29,26,0.23,1.53,,2,0,0,352,2,18,,, +brechha01,1943,1,SLN,NL,9,6,29,13,8,1,4,406,98,34,4,39,68,0.2,2.26,,2,3,0,527,12,41,,, +breuema01,1943,1,NYA,AL,0,1,5,1,0,0,0,42,22,13,0,6,6,0.34,8.36,,0,0,0,70,4,16,,, +bridgto01,1943,1,DET,AL,12,7,25,22,11,3,0,575,159,51,9,61,124,0.22,2.39,,3,0,0,774,3,57,,, +brownma01,1943,1,BOS,AL,6,6,49,0,0,0,9,280,71,22,2,51,40,0.22,2.12,,2,0,0,382,41,26,,, +brownno01,1943,1,PHA,AL,0,0,1,1,0,0,0,21,5,0,0,0,1,0.18,0,,0,0,0,27,0,4,,, +burrojo01,1943,1,PHA,AL,0,1,4,1,0,0,0,23,8,7,0,9,3,0.27,8.22,,0,1,0,40,3,7,,, +burrojo01,1943,2,CHN,NL,0,2,23,1,0,0,2,98,25,14,0,16,18,0.2,3.86,,0,2,0,140,12,17,,, +butchma01,1943,1,PIT,NL,10,8,33,21,10,2,1,581,191,56,4,57,45,0.26,2.6,,3,2,0,804,9,65,,, +byerlbu01,1943,1,SLN,NL,1,0,2,2,0,0,0,39,14,5,0,5,6,0.28,3.46,,0,0,0,56,0,6,,, +byrneto01,1943,1,NYA,AL,2,1,11,2,0,0,0,95,28,23,1,35,22,0.24,6.54,,3,3,0,157,8,26,,, +calvepa01,1943,1,CLE,AL,0,0,5,0,0,0,0,25,6,4,0,6,2,0.2,4.32,,0,1,0,37,2,4,,, +candimi01,1943,1,WS1,AL,11,7,28,21,8,3,1,498,144,46,3,65,67,0.23,2.49,,5,1,0,681,5,55,,, +cardobe01,1943,1,BSN,NL,0,0,11,0,0,0,1,84,38,20,1,14,5,0.33,6.43,,1,1,0,131,10,20,,, +carpele01,1943,1,WS1,AL,0,0,4,0,0,0,0,10,1,0,0,4,1,0.12,0,,1,1,0,13,2,0,,, +carraal01,1943,1,WS1,AL,11,7,39,13,4,1,5,433,160,59,3,54,48,0.27,3.68,,2,1,1,642,22,76,,, +castege01,1943,1,SLA,AL,6,8,35,0,0,0,8,229,69,18,4,41,43,0.24,2.12,,0,1,1,331,32,22,,, +centepe01,1943,1,CLE,AL,1,2,24,1,0,0,1,127,29,13,3,18,10,0.2,2.76,,2,0,0,167,11,18,,, +chandsp01,1943,1,NYA,AL,20,4,30,30,20,5,0,759,197,46,5,54,134,0.21,1.64,,3,4,1,989,0,62,,, +chaseke01,1943,1,BOS,AL,0,4,7,5,0,0,0,82,36,21,0,30,9,0.31,6.91,,3,0,0,146,1,25,,, +chaseke01,1943,2,NY1,NL,4,12,21,20,4,1,0,388,140,59,7,74,86,0.27,4.11,,6,2,0,593,1,70,,, +chipmbo01,1943,1,BRO,NL,0,0,1,0,0,0,0,5,2,0,0,2,0,0.4,0,,0,0,0,7,1,0,,, +chrisru01,1943,1,PHA,AL,5,8,24,15,5,0,2,399,120,51,3,58,56,0.24,3.45,,2,3,1,569,8,58,,, +ciolalo01,1943,1,PHA,AL,1,3,12,3,2,0,0,131,48,27,2,22,7,0.27,5.56,,0,1,0,203,7,33,,, +clydeto01,1943,1,PHA,AL,0,0,4,0,0,0,0,18,7,6,1,4,0,0.3,9,,0,1,0,32,1,8,,, +congedi01,1943,1,PHI,NL,2,7,13,10,2,0,0,164,72,37,3,24,18,0.32,6.09,,6,5,0,255,1,46,,, +coombbo01,1943,1,NY1,NL,0,1,9,0,0,0,0,48,33,23,1,8,5,0.42,12.94,,0,0,0,89,6,26,,, +coopemo01,1943,1,SLN,NL,21,8,37,32,24,6,3,822,228,70,5,79,141,0.22,2.3,,4,5,2,1109,5,81,,, +cuccuco01,1943,1,PIT,NL,0,1,1,1,0,0,0,21,10,5,0,3,3,0.35,6.43,,0,0,0,34,0,7,,, +curtive01,1943,1,WS1,AL,0,0,2,0,0,0,0,12,3,3,0,6,1,0.2,6.75,,1,0,0,21,2,3,,, +dagenjo01,1943,1,BSN,NL,1,0,2,1,1,0,0,33,9,0,0,4,2,0.22,0,,1,2,0,46,1,2,,, +daviscu01,1943,1,BRO,NL,10,13,31,21,8,2,3,493,182,69,8,39,47,0.28,3.78,,1,2,0,705,8,85,,, +deanch01,1943,1,CLE,AL,5,5,17,9,3,0,0,228,83,38,1,34,29,0.28,4.5,,0,1,0,336,3,46,,, +deanpa01,1943,1,SLA,AL,0,0,3,1,0,0,0,40,16,5,0,3,1,0.29,3.38,,0,1,1,58,0,5,,, +derripa01,1943,1,CHN,NL,10,14,32,22,10,2,3,522,184,69,7,39,75,0.26,3.57,,3,0,0,743,7,90,,, +dicksmu01,1943,1,SLN,NL,8,2,31,7,2,0,0,347,119,46,4,49,44,0.26,3.58,,1,1,0,496,11,51,,, +diehlge01,1943,1,BSN,NL,0,0,1,0,0,0,0,12,4,2,0,3,1,0.26,4.5,,0,0,0,19,1,2,,, +dietrbi01,1943,1,CHA,AL,12,10,26,26,12,2,0,560,180,58,4,53,52,0.25,2.8,,2,2,0,782,0,72,,, +dietzdu01,1943,1,PIT,NL,0,3,8,0,0,0,0,27,12,6,0,4,4,0.32,6,,0,1,0,44,3,6,,, +dietzdu01,1943,2,PHI,NL,1,1,21,0,0,0,2,108,42,26,2,15,10,0.29,6.5,,2,0,0,162,13,29,,, +dobsojo01,1943,1,BOS,AL,7,11,25,20,9,3,0,493,144,57,4,57,63,0.23,3.12,,4,0,1,673,3,63,,, +donahde01,1943,1,PHI,NL,0,0,2,0,0,0,0,12,4,2,0,1,1,0.23,4.5,,1,1,0,19,2,3,,, +donalat01,1943,1,NYA,AL,6,4,22,15,2,0,0,358,134,61,10,38,57,0.27,4.6,,3,0,1,528,5,69,,, +donovbi02,1943,1,BSN,NL,1,0,7,0,0,0,0,44,17,3,0,9,1,0.3,1.84,,2,0,0,69,2,4,,, +easthu01,1943,1,NY1,NL,1,3,13,5,1,0,0,121,51,24,4,25,21,0.29,5.36,,1,0,0,196,3,27,,, +erickpa01,1943,1,CHN,NL,1,3,15,4,0,0,0,128,47,29,4,22,24,0.28,6.12,,2,2,0,195,6,32,,, +eyricge01,1943,1,PHI,NL,0,0,9,0,0,0,0,56,27,7,1,9,5,0.34,3.38,,0,0,0,90,6,8,,, +faganev01,1943,1,PHA,AL,2,6,18,2,0,0,3,112,41,26,4,14,9,0.28,6.27,,0,2,1,165,10,28,,, +farreke01,1943,1,BSN,NL,0,1,5,0,0,0,0,69,24,11,1,9,4,0.27,4.3,,2,0,0,97,4,11,,, +feldmha01,1943,1,NY1,NL,4,5,31,10,1,0,0,314,114,50,7,58,49,0.27,4.3,,2,4,0,477,8,59,,, +fischru01,1943,1,NY1,NL,5,10,22,17,4,0,1,392,140,67,4,59,47,0.28,4.61,,1,2,0,568,2,69,,, +fitzsfr01,1943,1,BRO,NL,3,4,9,7,1,0,0,134,50,27,6,21,12,0.28,5.44,,0,1,1,201,2,29,,, +flemibi01,1943,1,CHN,NL,0,1,11,0,0,0,0,97,41,23,2,12,12,0.31,6.4,,0,3,0,150,4,24,,, +floreje01,1943,1,PHA,AL,12,14,31,27,13,0,0,694,208,80,13,70,113,0.24,3.11,,2,5,0,959,4,88,,, +fuchsch01,1943,1,PHI,NL,2,7,17,9,4,1,1,233,76,37,4,34,12,0.26,4.29,,0,3,2,335,4,40,,, +fuchsch01,1943,2,SLA,AL,0,0,13,0,0,0,0,107,42,16,4,11,9,0.29,4.04,,1,1,2,157,5,22,,, +galehde01,1943,1,SLA,AL,11,11,31,28,14,2,1,672,217,69,8,74,114,0.25,2.77,,1,1,1,947,3,80,,, +geejo01,1943,1,PIT,NL,4,4,15,10,2,0,0,246,89,39,5,27,18,0.28,4.28,,2,0,0,351,2,42,,, +gentrru01,1943,1,DET,AL,1,3,4,4,2,0,0,88,30,12,2,12,8,0.26,3.68,,0,2,0,126,0,12,,, +gerheal01,1943,1,PHI,NL,10,19,38,31,11,2,0,645,222,86,10,70,92,0.26,3.6,,6,2,1,936,5,108,,, +gomezle01,1943,1,WS1,AL,0,1,1,1,0,0,0,14,4,3,0,5,0,0.25,5.79,,0,0,0,23,0,4,,, +gorniha01,1943,1,PIT,NL,9,13,42,19,4,1,4,441,165,65,10,47,63,0.28,3.98,,3,2,1,639,13,86,,, +gorsijo01,1943,1,DET,AL,4,5,35,4,1,0,5,289,88,36,3,40,45,0.24,3.36,,2,2,1,406,18,43,,, +greggha01,1943,1,BRO,NL,0,3,5,4,0,0,0,56,21,20,2,21,7,0.3,9.64,,2,0,0,94,1,21,,, +gromest01,1943,1,CLE,AL,0,0,3,0,0,0,0,12,6,4,0,0,4,0.35,9,,0,0,0,17,3,4,,, +groveor01,1943,1,CHA,AL,15,9,32,25,18,3,2,649,192,66,9,72,76,0.23,2.75,,3,4,1,888,5,84,,, +gumbeha01,1943,1,SLN,NL,10,5,21,19,7,3,0,399,115,42,4,32,40,0.23,2.84,,1,0,0,525,0,46,,, +haefnmi01,1943,1,WS1,AL,11,5,36,13,8,1,6,496,126,42,4,60,65,0.2,2.29,,3,4,0,679,17,56,,, +halleja01,1943,1,PIT,NL,1,2,9,4,2,1,0,143,36,9,0,11,11,0.21,1.7,,2,1,0,185,1,11,,, +hanskdo01,1943,1,CHA,AL,0,0,1,0,0,0,0,3,1,0,0,1,0,0.33,0,,0,0,0,4,1,0,,, +hanyzed01,1943,1,CHN,NL,8,7,33,16,3,0,0,390,120,37,2,45,55,0.24,2.56,,3,2,0,557,8,54,,, +hardeme01,1943,1,CLE,AL,8,7,19,18,6,1,0,406,126,46,7,61,40,0.25,3.06,,0,1,0,571,0,57,,, +harrilu01,1943,1,PHA,AL,7,21,32,27,15,1,1,649,241,101,17,63,55,0.27,4.2,,8,3,0,940,3,122,,, +haughch01,1943,1,BRO,NL,0,1,1,0,0,0,0,21,5,3,0,10,0,0.23,3.86,,0,0,0,33,1,6,,, +haynejo01,1943,1,CHA,AL,7,2,35,2,1,0,3,328,114,36,2,32,37,0.26,2.96,,2,2,0,472,26,51,,, +headed01,1943,1,BRO,NL,9,10,47,18,7,3,6,509,166,69,8,66,83,0.25,3.66,,2,0,0,741,17,75,,, +heberwa01,1943,1,PIT,NL,10,11,34,23,12,1,0,552,197,61,3,45,41,0.27,2.98,,1,2,0,785,9,75,,, +henshro01,1943,1,DET,AL,0,2,26,3,0,0,2,214,75,30,2,33,33,0.27,3.79,,0,3,0,319,12,35,,, +heussed01,1943,1,CIN,NL,4,3,26,10,2,1,0,273,97,35,4,23,28,0.27,3.46,,1,0,0,380,6,40,,, +hevinjo02,1943,1,CLE,AL,1,1,30,1,0,0,9,216,58,22,1,34,34,0.23,2.75,,1,2,0,296,18,23,,, +higbeki01,1943,1,BRO,NL,13,10,35,27,8,1,0,555,189,76,4,95,108,0.26,3.7,,4,5,0,823,5,81,,, +hollial01,1943,1,SLA,AL,6,13,35,20,9,1,3,462,169,72,7,51,63,0.28,4.21,,4,2,2,669,13,81,,, +hubbeca01,1943,1,NY1,NL,4,4,12,11,3,0,0,198,87,36,7,24,31,0.32,4.91,,4,0,0,299,0,36,,, +hughste01,1943,1,BOS,AL,12,15,35,32,20,4,2,798,242,78,23,73,114,0.24,2.64,,0,2,0,1080,3,87,,, +humphjo02,1943,1,CHA,AL,11,11,28,27,8,2,0,565,198,69,7,54,51,0.26,3.3,,5,6,0,811,1,86,,, +javeral01,1943,1,BSN,NL,17,16,41,35,19,5,0,909,288,108,13,99,134,0.24,3.21,,2,4,1,1286,5,130,,, +jeffcge01,1943,1,BSN,NL,1,2,8,1,0,0,0,53,15,6,1,10,10,0.21,3.06,,0,0,0,79,3,10,,, +johnssi01,1943,1,PHI,NL,8,3,21,14,9,1,2,339,110,41,4,25,46,0.25,3.27,,1,0,1,473,6,48,,, +juddos01,1943,1,BOS,AL,11,6,23,20,8,1,0,466,131,50,2,69,53,0.23,2.9,,7,3,0,653,2,58,,, +karlan01,1943,1,BOS,AL,1,1,11,0,0,0,1,78,31,10,0,13,6,0.31,3.46,,0,0,1,117,5,11,,, +karlan01,1943,2,PHI,NL,1,2,9,2,0,0,0,80,44,21,0,11,4,0.38,7.09,,2,0,0,132,1,22,,, +kenneve01,1943,1,CLE,AL,10,7,28,17,8,1,0,440,130,40,4,59,63,0.24,2.45,,0,2,0,603,9,47,,, +kimbane01,1943,1,BRO,NL,1,1,5,0,0,0,1,33,9,2,0,5,2,0.21,1.64,,0,0,0,47,3,2,,, +kimbane01,1943,2,PHI,NL,1,6,34,6,2,0,2,269,85,41,4,42,33,0.25,4.12,,2,1,0,393,18,47,,, +kliemed01,1943,1,CLE,AL,0,1,1,1,1,0,0,27,8,1,0,5,2,0.28,1,,0,0,0,34,0,1,,, +klingbo01,1943,1,PIT,NL,11,8,33,25,14,3,0,585,185,59,6,58,65,0.25,2.72,,0,0,0,809,6,77,,, +krameja01,1943,1,SLA,AL,0,0,3,0,0,0,0,27,11,8,0,8,4,0.29,8,,2,1,0,46,2,8,,, +krausja01,1943,1,PHI,NL,9,15,34,25,10,1,2,599,197,70,7,78,48,0.25,3.16,,3,0,0,863,7,83,,, +kristho01,1943,1,SLN,NL,11,5,34,17,9,2,3,493,141,53,5,62,57,0.23,2.9,,3,4,1,683,10,57,,, +kuczybe01,1943,1,PHA,AL,0,1,6,1,0,0,0,74,36,11,2,9,8,0.33,4.01,,3,2,0,119,5,15,,, +lamacal01,1943,1,SLA,AL,0,1,1,1,0,0,0,12,9,5,0,2,2,0.45,11.25,,2,0,0,23,0,6,,, +laniema01,1943,1,SLN,NL,15,7,32,25,14,2,3,640,195,45,3,75,123,0.24,1.9,,0,2,0,882,5,62,,, +lannijo01,1943,1,PIT,NL,4,1,12,2,0,0,2,81,23,7,0,9,11,0.22,2.33,,0,0,0,114,4,10,,, +lapihan01,1943,1,PHI,NL,0,0,1,0,0,0,0,7,5,6,1,3,0,0.41,23.14,,0,0,0,15,0,6,,, +leebi02,1943,1,CHN,NL,3,7,13,12,4,0,0,235,83,31,4,27,18,0.27,3.56,,3,0,0,336,1,37,,, +leebi02,1943,2,PHI,NL,1,5,13,7,2,0,3,182,70,31,4,21,17,0.29,4.6,,1,1,0,261,4,35,,, +leeth01,1943,1,CHA,AL,5,9,19,19,7,1,0,381,129,59,8,50,35,0.26,4.18,,0,4,0,550,0,66,,, +lefebbi01,1943,1,WS1,AL,2,0,6,3,1,0,0,97,33,16,3,16,10,0.26,4.45,,0,0,0,140,3,18,,, +leonadu02,1943,1,WS1,AL,11,13,31,30,15,2,1,659,218,80,9,46,51,0.25,3.28,,6,4,2,912,1,96,,, +lindqca01,1943,1,BSN,NL,0,2,2,2,0,0,0,39,17,9,3,4,1,0.31,6.23,,0,0,0,58,0,10,,, +lohrmbi01,1943,1,NY1,NL,5,6,17,12,3,0,1,241,110,46,7,25,16,0.32,5.15,,0,2,0,370,3,51,,, +lohrmbi01,1943,2,BRO,NL,0,2,6,2,2,0,0,83,29,11,2,10,5,0.27,3.58,,1,1,0,121,3,14,,, +lowrysa01,1943,1,PHA,AL,0,0,5,0,0,0,0,54,18,10,1,9,3,0.26,5,,0,0,0,79,5,10,,, +lucielo01,1943,1,BOS,AL,3,4,16,9,3,0,0,222,94,32,1,33,23,0.32,3.89,,0,2,0,332,3,35,,, +macfada01,1943,1,BSN,NL,2,1,10,1,0,0,0,64,31,14,1,9,5,0.34,5.91,,0,1,0,100,5,14,,, +maconma01,1943,1,BRO,NL,7,5,25,9,0,0,0,231,91,51,4,32,21,0.29,5.96,,0,4,1,353,12,54,,, +mainsji01,1943,1,PHA,AL,0,1,1,1,1,0,0,24,9,5,0,3,4,0.28,5.63,,0,0,1,36,0,5,,, +mallobo01,1943,1,CIN,NL,0,0,6,0,0,0,0,30,14,7,1,8,4,0.77,6.3,,0,0,0,29,3,8,,, +maltzgo01,1943,1,CHA,AL,7,4,37,0,0,0,14,296,86,27,8,24,48,0.23,2.46,,0,2,0,396,33,29,,, +martira01,1943,1,BSN,NL,0,0,2,0,0,0,0,10,3,3,0,1,1,0.23,8.1,,0,0,0,14,2,3,,, +matthda01,1943,1,PHI,NL,0,3,11,1,0,0,0,78,26,14,1,8,8,0.27,4.85,,0,0,0,108,7,14,,, +mckaiar01,1943,1,SLA,AL,1,1,10,0,0,0,0,48,16,7,0,6,6,0.24,3.94,,1,0,0,72,5,9,,, +mckeero01,1943,1,PHI,NL,1,0,4,1,1,0,0,40,12,9,0,5,1,0.22,6.08,,2,0,0,59,2,9,,, +meltocl01,1943,1,NY1,NL,9,13,34,28,6,2,0,559,184,66,7,69,55,0.25,3.19,,3,3,1,806,6,85,,, +meltoru01,1943,1,BRO,NL,5,8,30,17,4,2,0,358,106,52,3,79,63,0.24,3.92,,2,5,0,528,6,62,,, +mertzji01,1943,1,WS1,AL,5,7,33,10,2,0,3,350,109,60,7,58,53,0.25,4.63,,2,0,1,499,12,65,,, +milleox01,1943,1,WS1,AL,0,0,3,0,0,0,0,18,10,7,1,5,1,0.37,10.5,,2,0,0,33,2,7,,, +milleox01,1943,2,SLA,AL,0,0,2,0,0,0,0,18,7,8,2,3,3,0.3,12,,0,2,0,29,1,8,,, +milnaal01,1943,1,CLE,AL,1,3,16,6,0,0,0,117,51,35,0,35,12,0.32,8.08,,2,1,0,194,8,38,,, +milnaal01,1943,2,SLA,AL,1,2,3,2,1,0,0,44,23,9,0,9,7,0.35,5.52,,0,0,0,76,1,11,,, +mootyja01,1943,1,CHN,NL,0,0,2,0,0,0,0,3,2,0,0,1,1,0.4,0,,0,0,0,6,0,0,,, +muncrbo01,1943,1,SLA,AL,13,12,35,27,12,3,1,615,211,64,13,48,80,0.26,2.81,,3,2,0,856,5,80,,, +mungere01,1943,1,SLN,NL,9,5,32,9,5,0,2,280,101,41,2,42,45,0.28,3.95,,2,0,0,412,14,47,,, +mungova01,1943,1,NY1,NL,3,7,45,13,2,2,2,463,140,67,7,79,83,0.24,3.91,,3,6,0,679,10,68,,, +murphjo04,1943,1,NYA,AL,12,4,37,0,0,0,8,204,44,19,2,30,31,0.18,2.51,,2,0,0,275,32,22,,, +naymimi01,1943,1,CLE,AL,4,4,29,4,0,0,2,188,32,16,3,47,41,0.16,2.3,,0,3,0,263,13,23,,, +newhoha01,1943,1,DET,AL,8,17,37,25,10,1,1,587,163,66,3,111,144,0.22,3.04,,3,0,1,850,9,88,,, +newsobo01,1943,1,BRO,NL,9,4,22,12,6,1,1,375,113,42,4,57,75,0.24,3.02,,3,2,0,528,7,51,,, +newsobo01,1943,2,SLA,AL,1,6,10,9,0,0,0,157,69,43,7,35,37,0.31,7.39,,0,1,0,257,1,45,,, +newsobo01,1943,3,WS1,AL,3,3,6,6,2,0,0,120,38,17,1,21,11,0.24,3.83,,0,2,0,179,0,22,,, +newsodi01,1943,1,BOS,AL,8,13,25,22,8,2,0,463,166,77,8,68,40,0.27,4.49,,5,5,0,689,1,83,,, +niemeja01,1943,1,CIN,NL,0,0,3,0,0,0,0,9,5,2,0,2,1,0.38,6,,0,0,0,15,3,3,,, +niggejo01,1943,1,SLA,AL,6,8,20,20,7,0,0,451,122,53,7,57,73,0.22,3.17,,3,6,0,628,0,61,,, +niggejo01,1943,2,WS1,AL,4,2,6,6,5,3,0,153,27,5,0,17,24,0.15,0.88,,1,0,0,195,0,6,,, +oanapr01,1943,1,DET,AL,3,2,10,0,0,0,0,102,34,17,4,19,15,0.26,4.5,,0,2,0,155,7,21,,, +odomda01,1943,1,BSN,NL,0,3,22,3,1,0,2,164,54,32,3,30,17,0.26,5.27,,1,4,0,238,13,32,,, +oneilem01,1943,1,BOS,AL,1,4,11,5,1,0,0,173,56,29,3,46,20,0.25,4.53,,2,1,1,272,4,31,,, +orreljo01,1943,1,DET,AL,0,0,10,0,0,0,1,58,18,8,0,11,2,0.25,3.72,,1,2,0,84,8,9,,, +osterfr01,1943,1,SLA,AL,0,2,11,3,0,0,0,86,36,16,1,13,4,0.32,5.02,,0,0,0,127,5,16,,, +osterfr01,1943,2,BRO,NL,1,1,7,1,0,0,0,82,21,10,0,12,15,0.21,3.29,,0,0,0,112,4,11,,, +overmst01,1943,1,DET,AL,7,6,29,18,8,3,1,441,135,52,5,38,48,0.24,3.18,,3,1,0,604,7,56,,, +passecl01,1943,1,CHN,NL,15,12,35,31,18,1,1,771,245,83,10,66,93,0.24,2.91,,2,4,0,1075,3,96,,, +petersi01,1943,1,SLA,AL,2,0,3,0,0,0,0,30,15,3,0,3,0,0.34,2.7,,1,1,0,48,0,3,,, +poatra01,1943,1,CLE,AL,2,5,17,4,1,0,0,135,44,22,3,20,31,0.25,4.4,,0,0,0,194,4,22,,, +podgajo01,1943,1,PHI,NL,4,4,13,5,3,0,0,192,77,30,4,16,13,0.31,4.22,,0,0,0,275,6,32,,, +podgajo01,1943,2,PIT,NL,0,4,15,5,0,0,0,103,37,18,1,13,7,0.26,4.72,,0,0,0,157,6,28,,, +polleho01,1943,1,SLN,NL,8,4,16,14,12,5,0,355,83,23,2,32,61,0.2,1.75,,2,2,1,456,2,26,,, +pottene01,1943,1,SLA,AL,10,5,33,13,8,0,1,505,146,52,11,54,80,0.23,2.78,,3,3,0,690,13,56,,, +primra01,1943,1,CHN,NL,4,3,29,5,0,0,1,180,67,17,2,14,27,0.28,2.55,,1,0,0,258,14,24,,, +pyleew01,1943,1,WS1,AL,4,8,18,11,2,1,1,218,70,33,0,45,25,0.25,4.09,,2,1,0,332,3,38,,, +raffeke01,1943,1,PHI,NL,0,1,1,1,1,0,0,24,7,1,0,2,3,0.24,1.13,,0,0,0,33,0,3,,, +rescixa01,1943,1,PIT,NL,6,9,37,14,5,1,2,398,125,44,6,45,41,0.25,2.98,,2,2,0,554,8,52,,, +reynoal01,1943,1,CLE,AL,11,12,34,21,11,3,3,596,140,66,3,109,151,0.2,2.99,,4,7,1,819,9,72,,, +riddlel01,1943,1,CIN,NL,21,11,36,33,19,5,3,781,235,76,6,107,69,0.24,2.63,,0,2,0,1086,3,87,,, +rossbu02,1943,1,CHA,AL,11,7,21,21,7,1,0,448,140,53,6,56,41,0.25,3.19,,1,2,1,627,0,61,,, +rowesc01,1943,1,PHI,NL,14,8,27,25,11,3,1,597,196,65,7,29,52,0.24,2.94,,2,3,0,824,2,73,,, +russoma01,1943,1,NYA,AL,5,10,24,14,5,1,1,305,89,42,7,45,42,0.23,3.72,,1,2,0,431,6,53,,, +rybami01,1943,1,BOS,AL,7,5,40,8,4,1,2,431,142,52,4,57,50,0.26,3.26,,3,0,0,607,17,57,,, +salveja01,1943,1,CLE,AL,5,3,23,11,4,3,3,258,87,32,5,26,24,0.26,3.35,,1,1,0,354,5,36,,, +salvoma01,1943,1,BSN,NL,0,1,1,1,0,0,0,15,5,4,0,6,1,0,7.2,,0,0,0,25,0,4,,, +salvoma01,1943,2,PHI,NL,0,0,1,0,0,0,0,1,2,1,0,1,0,0.66,27,,1,0,0,4,0,1,,, +salvoma01,1943,3,BSN,NL,5,6,20,13,5,1,0,281,94,34,6,25,25,0.26,3.27,,0,1,0,391,4,45,,, +sanfofr01,1943,1,SLA,AL,0,0,3,0,0,0,0,28,7,2,0,4,2,0.21,1.93,,0,0,0,37,0,2,,, +saylebi01,1943,1,NY1,NL,1,3,18,3,1,0,0,159,60,28,1,23,38,0.28,4.75,,3,0,0,240,7,29,,, +saylebi01,1943,2,BRO,NL,0,0,5,0,0,0,0,35,13,10,0,10,5,0.27,7.71,,0,0,0,58,2,14,,, +scarbra01,1943,1,WS1,AL,4,4,24,6,2,0,3,258,93,27,2,46,43,0.27,2.83,,5,0,0,393,11,42,,, +scheeow01,1943,1,WS1,AL,0,0,6,0,0,0,1,27,16,7,0,4,5,0.38,7,,0,0,0,46,3,7,,, +scheica01,1943,1,PHA,AL,0,1,6,0,0,0,0,56,24,9,4,3,3,0.3,4.34,,0,1,0,85,5,14,,, +sewarfr01,1943,1,NY1,NL,0,1,1,1,1,0,0,27,12,3,0,5,2,0.32,3,,1,0,0,42,0,3,,, +sewelri01,1943,1,PIT,NL,21,9,35,31,25,2,3,796,267,75,6,75,65,0.26,2.54,,2,2,1,1113,4,94,,, +shouncl01,1943,1,CIN,NL,14,5,45,5,2,0,7,441,131,50,5,46,61,0.24,3.06,,0,0,0,601,29,52,,, +shumaha01,1943,1,PIT,NL,0,0,11,0,0,0,0,66,30,13,0,8,5,0.33,5.32,,0,2,0,103,6,20,,, +signewa01,1943,1,CHN,NL,2,1,4,2,1,0,0,75,24,8,3,4,5,0.24,2.88,,1,0,0,104,0,8,,, +smithal03,1943,1,CLE,AL,17,7,29,27,14,3,1,625,186,59,7,72,72,0.23,2.55,,0,0,0,862,2,74,,, +smithed04,1943,1,CHA,AL,11,11,25,25,14,2,0,563,197,77,2,76,66,0.27,3.69,,2,5,0,811,0,85,,, +speerfl01,1943,1,CHA,AL,0,0,1,0,0,0,0,3,1,1,0,2,1,0.25,9,,0,0,0,6,1,1,,, +starrra01,1943,1,CIN,NL,11,10,36,33,9,2,1,652,201,88,9,91,42,0.24,3.64,,0,5,1,923,2,93,,, +stonero01,1943,1,CIN,NL,0,1,13,0,0,0,0,74,23,12,0,8,11,0.23,4.38,,0,0,0,105,5,14,,, +stoutal01,1943,1,BSN,NL,1,0,9,0,0,0,1,28,17,7,1,4,3,0.37,6.75,,0,0,0,49,5,12,,, +sundrst01,1943,1,SLA,AL,15,11,32,29,13,3,0,624,212,75,10,66,44,0.26,3.25,,4,0,1,884,3,89,,, +sunketo01,1943,1,NY1,NL,0,1,1,1,0,0,0,8,4,3,1,3,0,0.3,10.13,,0,0,0,16,0,3,,, +swiftbi01,1943,1,CHA,AL,0,2,18,1,0,0,0,154,48,24,5,27,28,0.24,4.21,,1,6,0,229,7,25,,, +talcoro01,1943,1,BSN,NL,0,0,1,0,0,0,0,2,1,2,0,2,0,0.33,27,,0,0,0,5,0,2,,, +terryya01,1943,1,BOS,AL,7,9,30,22,7,0,1,491,147,64,8,63,63,0.24,3.52,,4,1,4,684,6,70,,, +tobinji01,1943,1,BSN,NL,14,14,33,30,24,1,0,750,241,74,12,69,52,0.25,2.66,,1,2,0,1049,3,96,,, +tostlo01,1943,1,BSN,NL,0,1,3,1,0,0,0,20,10,4,2,4,3,0.35,5.4,,0,0,0,32,1,5,,, +trinkke01,1943,1,NY1,NL,1,5,11,6,1,0,0,137,51,19,3,15,10,0.27,3.74,,0,1,0,205,1,23,,, +troutdi01,1943,1,DET,AL,20,12,44,30,18,5,6,740,204,68,6,101,111,0.22,2.48,,6,0,0,1019,14,83,,, +truckvi01,1943,1,DET,AL,16,10,33,25,10,2,2,608,170,64,11,52,118,0.22,2.84,,1,1,1,817,6,72,,, +turneji01,1943,1,NYA,AL,3,0,18,0,0,0,1,130,44,17,1,13,15,0.26,3.53,,0,0,0,183,12,22,,, +vandejo01,1943,1,CIN,NL,15,16,36,36,21,3,0,867,228,92,5,162,174,0.22,2.87,,6,3,0,1204,0,102,,, +voisebi01,1943,1,NY1,NL,1,2,4,4,3,0,0,93,18,7,1,14,19,0.15,2.03,,0,0,0,134,0,10,,, +wadeja01,1943,1,CHA,AL,3,7,21,9,3,1,0,251,66,28,3,54,41,0.22,3.01,,0,4,0,364,11,34,,, +waltebu01,1943,1,CIN,NL,15,15,34,34,21,5,0,739,244,97,8,109,80,0.26,3.54,,8,1,1,1054,0,105,,, +warnelo01,1943,1,CHN,NL,4,5,21,10,4,0,0,265,82,31,3,18,30,0.24,3.16,,0,0,0,354,5,40,,, +webbbi02,1943,1,PHI,NL,0,0,1,0,0,0,0,3,1,1,1,1,0,0.33,9,,0,0,0,4,1,1,,, +webbele01,1943,1,BRO,NL,2,2,54,0,0,0,10,347,112,49,6,69,24,0.26,3.81,,4,5,1,516,27,54,,, +wenslbu01,1943,1,NYA,AL,13,11,29,27,18,1,1,670,179,63,7,70,105,0.21,2.54,,2,1,1,905,1,80,,, +whiteer01,1943,1,SLN,NL,5,5,14,10,5,1,0,236,78,33,4,33,28,0.25,3.78,,3,1,0,343,2,38,,, +whiteha01,1943,1,DET,AL,7,12,32,24,7,2,2,533,150,67,6,71,58,0.22,3.39,,1,1,0,738,4,84,,, +wittijo01,1943,1,NY1,NL,5,15,40,22,4,1,4,492,172,77,14,76,56,0.27,4.23,,1,0,0,714,12,85,,, +wolffro01,1943,1,PHA,AL,10,15,41,26,13,2,6,663,232,87,11,72,91,0.27,3.54,,3,4,1,937,14,97,,, +woodspi01,1943,1,BOS,AL,5,6,23,12,2,0,1,302,109,55,6,55,32,0.28,4.92,,4,1,0,448,7,61,,, +wyattwh01,1943,1,BRO,NL,14,5,26,26,13,3,0,542,139,50,5,43,80,0.2,2.49,,0,0,0,719,0,55,,, +wynnea01,1943,1,WS1,AL,18,12,37,33,12,3,0,770,232,83,15,83,89,0.24,2.91,,2,1,0,1067,4,97,,, +wyseha01,1943,1,CHN,NL,9,7,38,15,8,2,5,468,159,51,4,34,45,0.26,2.94,,1,2,1,647,14,57,,, +zuberbi01,1943,1,NYA,AL,8,4,20,13,7,0,1,354,100,51,3,74,57,0.23,3.89,,2,0,0,512,2,54,,, +abernte01,1944,1,PHA,AL,0,0,1,0,0,0,0,9,5,1,0,1,2,0.41,3,,0,0,0,13,1,1,,, +adamsac01,1944,1,NY1,NL,8,11,65,4,1,0,13,413,149,65,8,58,32,0.27,4.25,,4,4,0,615,44,71,,, +alderda01,1944,1,CHN,NL,0,0,12,1,0,0,0,65,31,16,2,9,7,0.34,6.65,,0,0,0,105,7,18,,, +allenjo02,1944,1,NY1,NL,4,7,18,13,2,1,0,252,88,38,7,24,33,0.26,4.07,,3,2,0,368,3,48,,, +andrena01,1944,1,BSN,NL,16,15,37,34,16,2,2,772,263,92,14,74,76,0.26,3.22,,2,2,0,1095,3,106,,, +bagbyji02,1944,1,CLE,AL,4,5,13,10,2,0,0,237,101,38,2,34,12,0.31,4.33,,1,4,0,368,1,48,,, +barredi01,1944,1,PHI,NL,12,18,37,27,11,1,0,664,223,95,7,88,74,0.26,3.86,,7,3,1,963,8,110,,, +barrefr01,1944,1,BOS,AL,8,7,38,2,0,0,8,271,93,37,5,42,40,0.27,3.69,,4,1,0,396,26,45,,, +barrere01,1944,1,BSN,NL,9,16,42,30,11,1,2,691,257,104,13,63,54,0.27,4.06,,3,2,0,1002,9,124,,, +barthbo01,1944,1,NY1,NL,1,1,7,1,0,0,0,29,13,5,2,5,4,0.31,4.66,,0,0,0,47,5,9,,, +beckbo01,1944,1,DET,AL,1,2,28,2,0,0,1,222,67,32,5,27,25,0.24,3.89,,1,3,0,318,15,36,,, +beggsjo01,1944,1,CIN,NL,1,0,1,1,1,0,0,27,8,2,0,0,2,0.22,2,,0,0,0,36,0,2,,, +berryjo03,1944,1,PHA,AL,10,8,53,0,0,0,12,334,78,24,4,23,44,0.19,1.94,,1,2,0,445,47,32,,, +bevenbi01,1944,1,NYA,AL,4,1,8,5,3,0,0,131,44,13,4,13,16,0.27,2.68,,1,1,0,180,3,18,,, +blackdo01,1944,1,PHA,AL,10,12,29,27,8,0,0,532,177,80,6,75,78,0.25,4.06,,2,4,0,773,1,94,,, +bonhati01,1944,1,NYA,AL,12,9,26,25,17,1,0,641,228,71,14,41,54,0.27,2.99,,1,0,0,887,0,84,,, +bonnebi01,1944,1,CLE,AL,0,1,2,1,0,0,0,21,11,6,0,5,1,0.36,7.71,,3,2,0,38,0,6,,, +borowha01,1944,1,NYA,AL,17,12,35,30,19,3,2,758,224,74,15,88,107,0.23,2.64,,5,0,0,1044,4,93,,, +bowmajo01,1944,1,BOS,AL,12,8,26,24,10,1,0,505,175,90,14,64,53,0.26,4.81,,2,2,0,724,1,95,,, +brancra01,1944,1,BRO,NL,0,2,21,1,0,0,1,134,46,35,2,32,16,0.27,7.05,,4,5,0,214,10,36,,, +brechha01,1944,1,SLN,NL,16,5,30,22,13,3,0,568,174,60,8,46,88,0.24,2.85,,3,3,2,774,4,67,,, +breweja01,1944,1,NY1,NL,1,4,14,7,2,0,0,165,66,34,8,16,21,0.28,5.56,,4,3,0,252,3,40,,, +brondke01,1944,1,NY1,NL,0,1,7,2,1,0,0,58,27,18,3,8,1,0.32,8.38,,0,0,0,92,2,18,,, +burrojo01,1944,1,CHN,NL,0,0,3,0,0,0,0,9,7,6,0,3,1,0.46,18,,1,0,0,19,2,7,,, +butchma01,1944,1,PIT,NL,13,11,35,27,13,5,1,597,216,69,8,46,43,0.27,3.12,,2,1,0,854,6,83,,, +byerlbu01,1944,1,SLN,NL,2,2,9,4,2,0,0,127,37,16,2,20,13,0.22,3.4,,4,0,1,184,3,18,,, +calvepa01,1944,1,CLE,AL,1,3,35,4,0,0,0,231,89,39,4,38,31,0.28,4.56,,3,0,0,353,15,48,,, +candimi01,1944,1,WS1,AL,6,7,28,10,4,2,1,309,110,47,3,49,31,0.27,4.11,,0,1,0,457,9,53,,, +cardobe01,1944,1,BSN,NL,0,6,22,5,1,0,0,227,83,33,5,37,24,0.28,3.93,,1,1,0,341,13,40,,, +carneed01,1944,1,CHA,AL,0,0,2,0,0,0,0,6,3,2,1,0,1,0.33,9,,0,0,0,9,2,2,,, +carraal01,1944,1,WS1,AL,8,7,43,7,3,0,2,402,143,51,8,50,35,0.27,3.43,,4,2,1,588,22,68,,, +cartear01,1944,1,CIN,NL,11,7,33,18,9,3,3,446,143,43,1,40,33,0.25,2.6,,1,3,0,617,9,54,,, +castege01,1944,1,SLA,AL,6,6,42,0,0,0,12,243,91,22,5,33,46,0.28,2.44,,0,0,0,358,34,37,,, +cecilre01,1944,1,BOS,AL,4,5,11,9,4,0,0,183,72,35,5,33,33,0.28,5.16,,0,1,0,291,1,44,,, +chandsp01,1944,1,NYA,AL,0,0,1,1,0,0,0,18,6,3,1,1,1,0.3,4.5,,1,1,0,24,0,3,,, +chapmbe01,1944,1,BRO,NL,5,3,11,9,6,0,0,238,75,30,4,33,37,0.24,3.4,,1,3,0,349,1,36,,, +chipmbo01,1944,1,BRO,NL,3,1,11,3,1,0,0,109,38,17,1,24,20,0.27,4.21,,2,0,0,170,3,19,,, +chipmbo01,1944,2,CHN,NL,9,9,26,21,8,1,2,387,147,50,9,40,41,0.28,3.49,,2,0,0,561,4,62,,, +chrisru01,1944,1,PHA,AL,14,14,35,24,13,1,1,646,200,71,6,63,84,0.24,2.97,,5,9,1,903,10,91,,, +coopemo01,1944,1,SLN,NL,22,7,34,33,22,7,1,757,227,69,6,60,97,0.23,2.46,,0,5,1,1023,1,74,,, +covinch01,1944,1,PHI,NL,1,1,19,0,0,0,0,116,46,20,2,8,13,0.29,4.66,,1,0,0,168,10,22,,, +crockcl01,1944,1,BRO,NL,0,0,2,0,0,0,0,10,6,4,0,5,1,0.4,10.8,,0,0,0,20,1,4,,, +cuccuco01,1944,1,PIT,NL,2,1,32,4,0,0,4,319,110,48,5,44,31,0.27,4.06,,0,3,0,463,14,65,,, +curtive01,1944,1,WS1,AL,0,1,3,1,0,0,0,29,8,3,0,3,2,0.23,2.79,,0,0,0,37,2,3,,, +daviscu01,1944,1,BRO,NL,10,11,31,23,12,1,4,582,207,72,12,39,49,0.27,3.34,,0,5,0,822,7,84,,, +delacto01,1944,1,CIN,NL,9,9,34,20,9,0,1,574,170,69,9,45,65,0.23,3.25,,0,1,0,770,10,73,,, +derripa01,1944,1,CHN,NL,7,13,42,16,7,0,3,540,205,83,13,39,69,0.28,4.15,,2,0,0,772,17,96,,, +dietrbi01,1944,1,CHA,AL,16,17,36,36,15,2,0,738,269,99,15,68,70,0.27,3.62,,3,2,1,1061,0,132,,, +donahde01,1944,1,PHI,NL,0,2,6,0,0,0,0,28,18,8,0,2,2,0.42,7.71,,0,0,0,45,4,8,,, +donalat01,1944,1,NYA,AL,13,10,30,19,9,0,0,477,173,59,13,59,48,0.28,3.34,,3,2,0,693,9,77,,, +donnebl01,1944,1,SLN,NL,2,1,27,4,2,1,2,229,61,18,2,34,45,0.21,2.12,,3,2,0,322,12,26,,, +dreiscl01,1944,1,BOS,AL,2,4,7,7,3,0,0,146,52,22,2,9,9,0.26,4.07,,0,0,0,207,0,25,,, +dubiemo01,1944,1,NYA,AL,13,13,30,28,19,3,0,696,217,87,12,86,79,0.24,3.38,,1,1,1,984,1,93,,, +eatonze01,1944,1,DET,AL,0,0,6,0,0,0,0,47,19,10,2,8,4,0.32,5.74,,0,0,1,68,4,12,,, +eisenja01,1944,1,CIN,NL,0,0,1,0,0,0,0,1,0,0,0,1,0,0,0,,0,0,0,2,1,0,,, +embrere01,1944,1,CLE,AL,0,1,3,1,0,0,0,10,2,5,0,5,4,0.16,13.5,,1,0,0,17,1,5,,, +erickpa01,1944,1,CHN,NL,5,9,33,15,5,3,1,373,113,49,5,67,82,0.24,3.55,,5,0,0,547,6,59,,, +fausebu01,1944,1,CIN,NL,0,0,2,0,0,0,0,32,13,7,0,7,3,0.29,5.91,,1,2,0,54,0,8,,, +feldmha01,1944,1,NY1,NL,11,13,40,27,8,1,2,616,214,95,18,91,70,0.26,4.16,,4,2,0,913,7,120,,, +fergubo02,1944,1,CIN,NL,0,3,9,2,0,0,1,48,24,16,3,10,9,0.35,9,,0,2,0,82,6,17,,, +fickjo01,1944,1,PHI,NL,0,0,4,0,0,0,0,16,3,2,0,3,2,0.15,3.38,,0,1,0,24,1,2,,, +fischru01,1944,1,NY1,NL,6,14,38,18,2,1,2,386,128,74,7,87,39,0.26,5.18,,2,6,0,591,10,83,,, +flemibi01,1944,1,CHN,NL,9,10,39,18,9,1,0,475,163,55,6,62,42,0.26,3.13,,4,1,0,688,10,74,,, +floreje01,1944,1,PHA,AL,9,11,27,25,11,2,0,557,172,70,8,49,65,0.24,3.39,,2,4,0,771,1,75,,, +flowewe01,1944,1,BRO,NL,1,1,9,1,0,0,0,52,26,15,3,13,3,0.33,7.79,,0,1,0,93,2,17,,, +foxho01,1944,1,CIN,NL,0,0,2,0,0,0,0,7,2,0,0,0,0,0.22,0,,0,0,0,9,1,0,,, +frankja01,1944,1,BRO,NL,0,0,1,0,0,0,0,6,2,3,1,4,0,0.25,13.5,,0,2,0,14,1,3,,, +fuchsch01,1944,1,BRO,NL,1,0,8,0,0,0,0,47,25,10,2,9,5,0.34,5.74,,1,1,0,84,1,16,,, +galehde01,1944,1,SLA,AL,9,10,24,19,6,2,0,459,162,53,6,44,80,0.26,3.12,,0,1,0,664,1,64,,, +gassach01,1944,1,CHN,NL,0,1,2,2,0,0,0,35,20,10,3,10,7,0.38,7.71,,1,0,0,62,0,11,,, +geejo01,1944,1,PIT,NL,0,0,4,0,0,0,0,34,20,9,0,5,3,0.37,7.15,,1,0,0,59,2,10,,, +geejo01,1944,2,NY1,NL,0,0,4,0,0,0,0,14,5,0,0,0,3,0.26,0,,0,0,0,19,3,1,,, +gentrru01,1944,1,DET,AL,12,14,37,30,10,3,0,611,211,96,9,108,68,0.27,4.24,,4,4,0,901,5,104,,, +gerheal01,1944,1,PHI,NL,8,16,30,29,10,2,0,548,210,93,8,65,66,0.28,4.58,,6,1,0,811,1,102,,, +gillebo01,1944,1,DET,AL,0,1,7,0,0,0,0,33,7,8,0,12,4,0.19,6.55,,2,0,0,49,2,8,,, +gilmole01,1944,1,PIT,NL,0,1,1,1,1,0,0,24,13,7,2,0,0,0.36,7.88,,0,0,0,36,0,7,,, +gorsijo01,1944,1,DET,AL,6,14,34,19,8,1,4,486,192,74,5,32,47,0.29,4.11,,1,4,1,696,8,88,,, +greggha01,1944,1,BRO,NL,9,16,39,31,6,0,2,593,201,120,12,137,92,0.25,5.46,,10,9,0,941,7,142,,, +gromest01,1944,1,CLE,AL,10,9,35,21,12,2,1,611,160,58,5,70,115,0.21,2.56,,2,3,0,820,8,74,,, +groveor01,1944,1,CHA,AL,14,15,34,33,11,2,0,704,237,97,11,71,105,0.26,3.72,,8,8,0,1006,1,112,,, +gumbeha01,1944,1,SLN,NL,4,2,10,7,3,0,1,184,60,17,1,19,16,0.25,2.49,,0,0,0,255,1,23,,, +gumbeha01,1944,2,CIN,NL,10,8,24,19,11,2,2,466,157,57,7,40,40,0.26,3.3,,0,2,0,653,3,61,,, +haefnmi01,1944,1,WS1,AL,12,15,31,28,18,3,1,684,221,77,7,71,86,0.25,3.04,,0,4,1,974,2,94,,, +hamlilu01,1944,1,PHA,AL,6,12,29,23,9,2,0,570,204,79,13,38,58,0.27,3.74,,4,3,0,809,2,94,,, +hansean01,1944,1,NY1,NL,3,3,23,4,0,0,1,158,63,38,3,32,15,0.3,6.49,,3,3,0,249,7,39,,, +hanskdo01,1944,1,CHA,AL,0,0,2,0,0,0,0,9,5,4,0,2,0,0.35,12,,0,0,1,16,2,4,,, +hanyzed01,1944,1,CHN,NL,2,5,14,7,3,0,0,175,61,29,6,20,19,0.26,4.47,,0,1,0,257,2,33,,, +hardeme01,1944,1,CLE,AL,12,10,30,27,12,2,0,589,211,81,5,69,64,0.27,3.71,,3,3,0,843,0,95,,, +harrilu01,1944,1,PHA,AL,10,9,23,22,12,2,0,523,193,64,8,26,33,0.28,3.3,,6,0,0,724,1,70,,, +hausmcl01,1944,1,BOS,AL,4,7,32,12,3,0,2,411,139,52,6,69,43,0.26,3.42,,1,3,0,602,9,55,,, +haynejo01,1944,1,CHA,AL,5,6,33,12,8,0,2,463,148,44,5,43,44,0.25,2.57,,2,0,0,640,14,55,,, +headed01,1944,1,BRO,NL,4,3,9,8,5,1,0,190,54,19,2,19,17,0.23,2.7,,0,0,0,225,0,21,,, +henryea01,1944,1,CLE,AL,1,1,2,2,1,0,0,53,18,9,0,3,5,0.26,4.58,,1,0,0,71,0,9,,, +henshro01,1944,1,DET,AL,0,0,7,1,0,0,0,37,17,12,0,6,10,0.31,8.76,,0,0,0,60,2,12,,, +herriar01,1944,1,BRO,NL,3,4,12,6,3,1,1,166,59,21,3,17,19,0.27,3.42,,0,1,0,238,5,28,,, +heussed01,1944,1,CIN,NL,13,11,30,23,17,4,2,578,165,51,9,42,42,0.23,2.38,,1,1,0,769,6,59,,, +hevinjo02,1944,1,CLE,AL,8,3,63,1,0,0,10,359,106,26,2,41,46,0.23,1.96,,1,2,0,499,38,42,,, +hickeji01,1944,1,BSN,NL,0,0,8,0,0,0,0,28,15,5,0,5,3,0.36,4.82,,0,1,0,47,7,9,,, +hogsech01,1944,1,DET,AL,0,0,3,0,0,0,0,19,7,0,1,4,5,0.25,0,,0,2,0,34,2,6,,, +holbowa01,1944,1,WS1,AL,0,0,1,0,0,0,0,9,0,0,0,2,1,0,0,,0,0,0,11,1,0,,, +hollial01,1944,1,SLA,AL,5,7,26,10,3,2,1,278,108,46,3,37,22,0.29,4.47,,4,1,0,419,8,51,,, +hudliwi01,1944,1,SLA,AL,0,1,1,0,0,0,0,6,3,1,0,0,1,0.3,4.5,,0,0,0,10,1,2,,, +hughste01,1944,1,BOS,AL,18,5,28,23,19,2,5,610,172,51,4,41,112,0.22,2.26,,0,2,1,814,5,57,,, +humphjo02,1944,1,CHA,AL,8,10,30,20,8,0,1,507,170,69,9,57,42,0.26,3.67,,2,4,1,711,7,75,,, +hutchir01,1944,1,BSN,NL,9,7,40,8,1,1,1,359,136,56,8,53,22,0.29,4.21,,2,3,0,529,16,59,,, +hutchjo02,1944,1,BSN,NL,1,4,14,7,1,0,1,170,55,25,3,26,26,0.25,3.97,,0,1,0,246,4,30,,, +jakucsi01,1944,1,SLA,AL,13,9,35,24,12,4,3,594,211,78,17,54,67,0.26,3.55,,1,3,0,853,8,89,,, +javeral01,1944,1,BSN,NL,10,19,40,33,11,3,3,762,248,100,12,118,137,0.26,3.54,,0,2,1,1089,5,119,,, +johnsjo03,1944,1,NYA,AL,0,2,22,1,0,0,3,80,25,12,0,24,11,0.24,4.05,,0,1,0,134,8,14,,, +johnsvi01,1944,1,BOS,AL,0,3,7,5,0,0,0,82,42,19,0,15,7,0.36,6.26,,1,0,0,135,2,22,,, +juddos01,1944,1,BOS,AL,1,1,9,6,1,0,0,90,30,12,1,15,9,0.26,3.6,,0,0,1,132,2,16,,, +jurisal01,1944,1,SLN,NL,7,9,30,14,5,2,1,390,102,49,7,65,53,0.22,3.39,,2,5,0,540,7,53,,, +karlan01,1944,1,PHI,NL,3,2,38,0,0,0,2,267,76,23,1,21,26,0.23,2.33,,1,1,0,351,20,32,,, +katzbo01,1944,1,CIN,NL,0,1,6,2,0,0,0,55,17,8,0,7,4,0.25,3.93,,0,0,0,75,1,9,,, +kenneve01,1944,1,CLE,AL,2,5,12,10,2,0,0,177,66,33,0,37,17,0.28,5.03,,4,0,0,273,2,36,,, +kenneve01,1944,2,PHI,NL,1,5,12,7,3,0,0,166,60,26,3,20,23,0.26,4.23,,2,0,0,244,2,31,,, +kingcl01,1944,1,BRO,NL,2,1,14,3,1,0,0,131,42,15,1,12,14,0.25,3.09,,0,1,0,179,8,18,,, +kleinha01,1944,1,CLE,AL,1,2,11,6,1,0,0,122,38,26,0,36,13,0.24,5.75,,0,0,0,189,2,29,,, +kliemed01,1944,1,CLE,AL,11,13,47,19,5,1,5,535,185,67,4,70,44,0.27,3.38,,2,7,0,764,14,73,,, +kloppst01,1944,1,BSN,NL,1,2,24,0,0,0,0,139,47,22,1,33,17,0.27,4.27,,3,0,0,212,13,36,,, +konstji01,1944,1,CIN,NL,6,4,20,12,5,1,0,338,113,35,11,33,19,0.26,2.8,,1,1,0,468,4,46,,, +krameja01,1944,1,SLA,AL,17,13,33,31,18,1,0,771,233,71,3,75,124,0.24,2.49,,2,1,2,1058,2,94,,, +lakeed01,1944,1,BOS,AL,0,0,6,0,0,0,0,58,20,9,2,11,7,0.27,4.19,,1,3,0,87,5,13,,, +laniema01,1944,1,SLN,NL,17,12,33,30,16,5,0,673,192,66,5,71,141,0.23,2.65,,0,3,0,908,3,82,,, +leebi02,1944,1,PHI,NL,10,11,31,28,11,3,1,625,199,73,9,57,50,0.24,3.15,,4,3,0,872,1,88,,, +leeth01,1944,1,CHA,AL,3,9,15,14,6,0,0,340,105,38,3,25,39,0.24,3.02,,2,1,0,461,1,51,,, +lefebbi01,1944,1,WS1,AL,2,4,24,4,2,0,3,209,86,35,3,21,18,0.3,4.52,,1,1,0,310,16,48,,, +leonadu02,1944,1,WS1,AL,14,14,32,31,17,3,0,688,222,78,8,37,62,0.25,3.06,,9,3,1,936,0,97,,, +lindqca01,1944,1,BSN,NL,0,0,5,0,0,0,0,26,8,3,1,2,4,0.22,3.12,,0,0,0,39,3,5,,, +lohrmbi01,1944,1,BRO,NL,0,0,3,0,0,0,0,8,4,0,0,4,1,0.5,0,,1,0,0,12,2,0,,, +lohrmbi01,1944,2,CIN,NL,0,1,2,1,0,0,0,5,5,5,0,2,0,0.5,27,,0,0,0,12,1,5,,, +lopated01,1944,1,CHA,AL,11,10,27,25,13,1,0,630,217,76,12,59,75,0.26,3.26,,2,2,0,897,2,96,,, +lucielo01,1944,1,BOS,AL,0,0,3,0,0,0,0,16,7,3,0,7,2,0.29,5.06,,0,0,0,31,2,3,,, +lucielo01,1944,2,PHI,NL,0,0,1,0,0,0,0,6,3,3,0,2,1,0.33,13.5,,0,0,0,11,1,3,,, +lynnre01,1944,1,CHN,NL,5,4,22,7,4,1,1,253,80,38,4,37,35,0.25,4.06,,3,1,0,359,8,41,,, +lyonsal01,1944,1,NYA,AL,0,0,11,0,0,0,0,119,43,20,2,24,14,0.29,4.54,,5,2,2,179,10,22,,, +maconma01,1944,1,BSN,NL,0,0,1,0,0,0,0,9,10,7,2,1,1,0.55,21,,0,0,0,20,0,7,,, +macphha01,1944,1,BSN,NL,0,0,1,0,0,0,0,3,0,0,0,1,1,0,0,,0,0,0,4,1,0,,, +mallobo01,1944,1,CIN,NL,1,1,9,0,0,0,0,70,22,8,0,11,4,0.26,3.09,,0,0,0,95,3,10,,, +maltzgo01,1944,1,CHA,AL,10,5,46,0,0,0,12,274,81,30,2,19,49,0.23,2.96,,1,1,0,372,41,31,,, +matthda01,1944,1,PHI,NL,0,0,17,1,0,0,0,96,27,14,1,16,8,0.23,3.94,,0,0,0,134,5,14,,, +mcgiljo01,1944,1,PHA,AL,0,0,2,0,0,0,0,3,1,2,0,2,0,0.33,18,,0,0,0,5,1,2,,, +mckeero01,1944,1,PHI,NL,0,0,1,0,0,0,0,6,2,1,1,1,0,0.25,4.5,,0,0,0,9,1,1,,, +mclisca01,1944,1,BRO,NL,3,10,23,13,3,0,0,252,110,73,10,48,24,0.32,7.82,,1,1,1,402,3,81,,, +meltocl01,1944,1,NY1,NL,2,2,13,10,1,0,0,193,78,29,5,19,15,0.29,4.06,,3,1,0,291,0,40,,, +meltoru01,1944,1,BRO,NL,9,13,37,23,6,1,0,562,178,72,1,96,91,0.25,3.46,,6,2,1,822,8,92,,, +mikloha01,1944,1,CHN,NL,0,0,2,0,0,0,0,21,9,6,1,3,0,0.33,7.71,,0,0,0,31,2,6,,, +millewh01,1944,1,NY1,NL,0,1,4,0,0,0,0,15,1,0,0,4,2,0.05,0,,0,0,0,21,3,2,,, +mootyja01,1944,1,DET,AL,0,0,15,0,0,0,0,85,35,14,0,18,7,0.31,4.45,,2,1,0,137,8,20,,, +muncrbo01,1944,1,SLA,AL,13,8,33,27,12,3,1,658,216,75,11,50,88,0.25,3.08,,3,3,0,905,5,83,,, +mungere01,1944,1,SLN,NL,11,3,21,12,7,2,2,363,92,18,2,41,55,0.21,1.34,,0,2,0,479,8,23,,, +mussiba01,1944,1,PHI,NL,0,1,16,0,0,0,0,58,20,13,1,13,5,0.26,6.05,,0,0,0,92,8,16,,, +naymimi01,1944,1,CLE,AL,0,0,7,0,0,0,0,39,16,14,1,10,4,0.31,9.69,,0,0,0,66,3,15,,, +naymimi01,1944,2,SLN,NL,0,0,1,0,0,0,0,6,2,1,0,1,1,0.33,4.5,,0,0,0,8,1,1,,, +newhoha01,1944,1,DET,AL,29,9,47,34,25,6,2,937,264,77,6,102,187,0.23,2.22,,4,1,2,1271,10,94,,, +newsobo01,1944,1,PHA,AL,13,15,37,33,18,2,1,795,243,83,11,82,142,0.24,2.82,,8,4,0,1095,3,100,,, +niggejo01,1944,1,WS1,AL,10,8,24,24,14,2,0,618,164,53,5,88,121,0.22,2.32,,5,4,0,848,0,65,,, +nuxhajo01,1944,1,CIN,NL,0,0,1,0,0,0,0,2,2,5,0,5,0,0.5,67.5,,1,0,0,9,0,5,,, +ockeywa01,1944,1,NY1,NL,0,0,2,0,0,0,0,8,2,1,1,2,1,0.2,3.38,,1,0,0,12,1,1,,, +odeapa01,1944,1,CLE,AL,0,0,3,0,0,0,0,13,5,1,0,6,0,0.33,2.08,,0,0,1,22,2,1,,, +oneilem01,1944,1,BOS,AL,6,11,28,22,8,1,0,455,154,78,6,89,68,0.26,4.63,,8,2,1,680,3,88,,, +orreljo01,1944,1,DET,AL,2,1,10,2,0,0,0,67,26,6,0,11,10,0.28,2.42,,2,1,0,104,4,13,,, +ortizba01,1944,1,WS1,AL,0,2,2,2,1,0,0,39,13,9,0,6,4,0.25,6.23,,2,0,0,58,0,11,,, +osgooch01,1944,1,BRO,NL,0,0,1,0,0,0,0,9,2,1,0,3,0,0.22,3,,0,1,0,13,0,1,,, +osterfr01,1944,1,BRO,NL,2,1,10,4,3,0,1,125,46,15,3,12,17,0.26,3.24,,1,0,0,188,3,17,,, +osterfr01,1944,2,PIT,NL,11,7,28,24,14,1,1,614,201,62,7,65,80,0.26,2.73,,5,1,0,859,2,79,,, +overmst01,1944,1,DET,AL,11,11,32,28,11,3,1,599,214,68,2,41,57,0.27,3.07,,2,2,1,845,3,84,,, +pagejo01,1944,1,NYA,AL,5,7,19,16,4,0,0,308,100,52,3,52,63,0.25,4.56,,6,3,0,453,2,65,,, +partest02,1944,1,BOS,AL,0,0,1,1,0,0,0,3,3,2,0,2,0,0.5,18,,0,0,0,8,0,2,,, +passecl01,1944,1,CHN,NL,15,9,34,27,18,2,3,681,234,73,8,50,89,0.26,2.89,,3,1,0,943,4,80,,, +peterke01,1944,1,CIN,NL,0,0,1,0,0,0,0,3,0,0,0,0,0,0,0,,0,0,0,3,1,0,,, +poatra01,1944,1,CLE,AL,4,8,36,6,1,0,1,242,82,46,9,37,40,0.26,5.13,,1,0,1,351,13,50,,, +pollilo01,1944,1,NY1,NL,0,2,19,0,0,0,3,107,42,18,3,20,6,0.29,4.54,,1,0,0,166,6,25,,, +pottene01,1944,1,SLA,AL,19,7,32,29,16,3,0,696,211,73,6,70,91,0.24,2.83,,4,1,1,955,2,79,,, +pyleew01,1944,1,NY1,NL,7,10,31,21,3,0,0,492,152,79,12,68,79,0.24,4.34,,3,6,0,714,4,89,,, +queenme01,1944,1,NYA,AL,6,3,10,10,4,1,0,245,68,30,7,34,30,0.22,3.31,,1,1,0,343,0,32,,, +raffeke01,1944,1,PHI,NL,13,20,37,31,18,3,0,776,257,88,9,45,136,0.25,3.06,,1,2,1,1091,5,101,,, +rescixa01,1944,1,PIT,NL,10,8,48,6,2,0,5,372,146,60,9,34,45,0.29,4.35,,1,1,0,548,25,69,,, +reynoal01,1944,1,CLE,AL,11,8,28,21,5,1,1,474,141,58,2,91,84,0.24,3.3,,4,4,0,690,6,63,,, +richwo01,1944,1,BSN,NL,1,1,7,2,1,0,0,75,32,16,3,12,6,0.32,5.76,,0,3,0,117,3,17,,, +riddlel01,1944,1,CIN,NL,2,2,4,4,2,0,0,80,25,12,0,12,6,0.25,4.05,,0,0,0,113,0,12,,, +ripplch01,1944,1,PHI,NL,0,0,1,1,0,0,0,7,6,4,0,4,2,0.5,15.43,,0,0,0,16,0,4,,, +roepr01,1944,1,PIT,NL,13,11,39,25,7,1,1,556,182,64,7,59,88,0.25,3.11,,1,2,0,793,8,82,,, +roserst01,1944,1,NYA,AL,4,3,16,6,1,0,1,252,80,36,3,34,34,0.25,3.86,,3,0,0,352,6,39,,, +rossbu02,1944,1,CHA,AL,2,7,20,9,2,0,0,271,97,52,7,35,20,0.28,5.18,,3,2,0,390,7,56,,, +rossofr01,1944,1,NY1,NL,0,0,2,0,0,0,0,12,11,4,0,3,1,0.55,9,,0,0,0,24,0,5,,, +rybami01,1944,1,BOS,AL,12,7,42,7,2,0,2,414,119,51,7,39,50,0.23,3.33,,5,0,1,556,24,57,,, +schanch01,1944,1,PHI,NL,13,16,40,30,13,1,3,724,231,89,6,103,84,0.25,3.32,,5,6,2,1040,8,108,,, +scheica01,1944,1,PHA,AL,0,0,15,0,0,0,0,109,36,17,1,11,13,0.25,4.21,,1,4,2,156,9,18,,, +schmifr01,1944,1,SLN,NL,7,3,37,9,3,2,5,343,94,40,5,58,58,0.22,3.15,,0,1,0,488,17,48,,, +sewarfr01,1944,1,NY1,NL,3,2,25,7,2,0,0,235,98,47,8,32,16,0.3,5.4,,3,2,2,360,9,51,,, +sewelri01,1944,1,PIT,NL,21,12,38,33,24,3,2,858,263,101,15,99,87,0.24,3.18,,1,3,1,1218,4,112,,, +shirlte01,1944,1,SLA,AL,5,4,23,11,2,1,0,241,59,37,4,64,35,0.2,4.15,,2,1,0,360,6,45,,, +shouncl01,1944,1,CIN,NL,13,10,38,21,12,1,2,608,193,68,10,42,55,0.24,3.02,,2,3,0,834,13,83,,, +shumaha01,1944,1,PHI,NL,0,0,18,0,0,0,0,80,26,12,1,11,4,0.24,4.05,,1,0,0,118,12,15,,, +smithal03,1944,1,CLE,AL,7,13,28,26,7,1,0,545,197,69,6,69,44,0.28,3.42,,4,3,0,792,2,83,,, +speerfl01,1944,1,CHA,AL,0,0,2,0,0,0,0,6,4,2,0,0,1,0.5,9,,0,0,0,9,2,2,,, +starrra01,1944,1,PIT,NL,6,5,27,12,5,0,3,269,116,50,6,36,25,0.31,5.02,,1,1,0,413,6,60,,, +stewama02,1944,1,CHN,NL,0,0,8,0,0,0,0,37,11,2,1,4,3,0.23,1.46,,0,0,0,50,4,2,,, +strinni01,1944,1,PIT,NL,14,7,40,26,11,0,2,570,190,65,5,37,47,0.25,3.08,,0,4,0,802,8,86,,, +sundrst01,1944,1,SLA,AL,2,0,3,3,2,0,0,57,15,3,1,4,1,0.21,1.42,,0,0,0,75,0,3,,, +sunketo01,1944,1,BRO,NL,1,3,12,3,0,0,1,72,39,20,1,10,6,0.36,7.5,,0,0,0,118,6,20,,, +terryya01,1944,1,BOS,AL,6,10,27,17,3,0,0,398,142,62,10,65,30,0.27,4.21,,2,3,0,590,6,72,,, +theseju01,1944,1,WS1,AL,0,0,5,1,0,0,0,37,18,7,0,12,2,0.34,5.11,,0,0,0,65,4,9,,, +tobinji01,1944,1,BSN,NL,18,19,43,36,28,5,3,898,271,100,18,97,83,0.24,3.01,,5,1,1,1249,7,125,,, +trottbi01,1944,1,SLN,NL,0,1,2,1,0,0,0,18,14,9,5,4,0,0.46,13.5,,0,0,0,37,1,14,,, +troutdi01,1944,1,DET,AL,27,14,49,40,33,7,0,1057,314,83,9,83,144,0.23,2.12,,2,4,0,1421,6,104,,, +turneji01,1944,1,NYA,AL,4,4,35,0,0,0,7,125,42,16,3,22,13,0.26,3.46,,0,0,0,189,28,23,,, +ullrisa01,1944,1,WS1,AL,0,0,3,0,0,0,0,29,17,10,2,4,2,0.38,9.31,,0,1,0,49,3,10,,, +vandehy01,1944,1,CHN,NL,7,4,35,9,2,0,2,379,123,51,8,51,54,0.25,3.63,,2,1,0,545,16,67,,, +verdeal01,1944,1,PHI,NL,0,0,1,0,0,0,0,3,0,0,0,0,0,0,0,,0,0,0,3,1,0,,, +viteljo01,1944,1,PIT,NL,0,0,4,0,0,0,0,21,5,2,1,7,2,0.18,2.57,,0,1,0,36,4,6,,, +voisebi01,1944,1,NY1,NL,21,16,43,41,25,1,0,938,276,105,31,118,161,0.23,3.02,,7,4,0,1327,1,138,,, +wadeja01,1944,1,CHA,AL,2,4,19,5,1,0,2,224,75,40,3,41,35,0.26,4.82,,3,0,1,334,11,46,,, +waltebu01,1944,1,CIN,NL,23,8,34,32,27,6,1,855,233,76,10,87,77,0.21,2.4,,2,4,0,1162,2,92,,, +warreto01,1944,1,BRO,NL,1,4,22,4,2,0,0,206,74,38,4,40,18,0.27,4.98,,1,0,0,322,14,52,,, +webbele01,1944,1,BRO,NL,7,8,48,9,1,0,3,421,157,77,9,64,42,0.28,4.94,,8,1,0,639,23,85,,, +wellsjo01,1944,1,BRO,NL,0,2,4,2,0,0,0,45,18,9,1,11,7,0.31,5.4,,0,0,0,69,0,9,,, +westle01,1944,1,SLA,AL,0,0,11,0,0,0,0,73,34,17,1,19,11,0.36,6.29,,0,1,0,120,6,18,,, +wheatwo01,1944,1,PHA,AL,0,1,11,1,1,0,0,114,36,15,1,20,15,0.25,3.55,,1,1,1,166,7,17,,, +wilkste01,1944,1,SLN,NL,17,4,36,21,16,4,0,623,173,61,12,49,70,0.22,2.64,,1,1,0,820,10,61,,, +wisero01,1944,1,PIT,NL,0,0,2,0,0,0,0,9,4,3,0,3,1,0.33,9,,0,0,0,15,2,3,,, +wolffro01,1944,1,WS1,AL,4,15,33,21,5,0,2,465,186,86,9,60,73,0.29,4.99,,6,6,0,715,5,107,,, +woodege01,1944,1,BSN,NL,0,0,3,0,0,0,0,6,5,3,0,5,0,0.55,13.5,,0,0,0,15,1,4,,, +woodjo04,1944,1,BOS,AL,0,1,3,1,0,0,0,29,13,7,0,3,5,0.31,6.52,,1,0,0,45,1,9,,, +woodspi01,1944,1,BOS,AL,4,8,38,20,5,1,0,512,171,62,4,88,56,0.26,3.27,,3,6,1,749,11,73,,, +wurmfr01,1944,1,BRO,NL,0,0,1,1,0,0,0,1,1,4,0,5,1,0.5,108,,0,0,0,7,0,4,,, +wyattwh01,1944,1,BRO,NL,2,6,9,9,1,0,0,113,51,30,1,16,4,0.31,7.17,,0,2,0,186,0,37,,, +wynnea01,1944,1,WS1,AL,8,17,33,25,19,2,2,623,221,78,3,67,65,0.27,3.38,,2,2,0,883,7,97,,, +wyseha01,1944,1,CHN,NL,16,15,41,34,14,3,1,772,277,90,9,57,86,0.27,3.15,,2,2,0,1068,5,113,,, +zachach01,1944,1,BRO,NL,0,2,4,2,0,0,0,31,10,11,2,7,3,0.23,9.58,,0,1,0,50,0,11,,, +zinsebi01,1944,1,WS1,AL,0,0,2,0,0,0,0,2,1,2,0,5,1,0.33,27,,0,0,0,8,0,2,,, +zoldasa01,1944,1,SLA,AL,0,0,18,0,0,0,0,116,49,16,1,19,15,0.31,3.72,,2,0,0,181,10,22,,, +zuberbi01,1944,1,NYA,AL,5,7,22,13,2,1,0,321,101,50,5,54,59,0.25,4.21,,3,1,0,458,5,54,,, +adamsac01,1945,1,NY1,NL,11,9,65,0,0,0,15,339,109,43,7,44,39,0.25,3.42,,2,2,0,496,50,55,,, +andrena01,1945,1,BSN,NL,7,12,21,19,8,0,0,413,160,70,9,52,26,0.29,4.58,,6,0,0,610,0,75,,, +applepe01,1945,1,SLA,AL,0,0,2,0,0,0,0,7,3,4,0,7,1,0.27,15.43,,0,0,0,18,1,5,,, +applepe01,1945,2,WS1,AL,1,0,6,2,1,0,1,64,16,8,1,11,12,0.21,3.38,,0,0,0,88,2,8,,, +bagbyji02,1945,1,CLE,AL,8,11,25,19,11,3,1,478,171,66,3,59,38,0.27,3.73,,5,2,1,688,5,70,,, +bainlo01,1945,1,NY1,NL,0,0,3,0,0,0,0,24,10,7,1,4,1,0.32,7.88,,0,1,0,38,1,7,,, +barredi01,1945,1,PHI,NL,8,20,36,30,8,0,1,572,217,114,11,92,72,0.28,5.38,,8,7,1,881,2,129,,, +barrefr01,1945,1,BOS,AL,4,3,37,0,0,0,3,258,77,25,0,29,35,0.24,2.62,,3,0,0,345,26,30,,, +barrere01,1945,1,BSN,NL,2,3,9,5,2,0,2,114,43,20,6,16,13,0.28,4.74,,0,1,0,174,4,22,,, +barrere01,1945,2,SLN,NL,21,9,36,29,22,3,0,740,244,75,12,38,63,0.25,2.74,,1,1,0,1001,6,84,,, +beckbo01,1945,1,CIN,NL,2,4,11,5,2,0,1,143,42,18,0,12,9,0.23,3.4,,0,1,0,196,4,21,,, +beckbo01,1945,2,PIT,NL,6,1,14,5,4,0,0,189,54,15,2,14,20,0.23,2.14,,0,0,0,248,2,19,,, +bentoal01,1945,1,DET,AL,13,8,31,27,12,5,3,575,175,43,7,63,76,0.24,2.02,,3,2,0,811,4,68,,, +berryjo03,1945,1,PHA,AL,8,7,52,0,0,0,5,391,114,34,5,38,51,0.23,2.35,,1,0,0,537,40,40,,, +bevenbi01,1945,1,NYA,AL,13,9,29,25,14,2,0,552,174,75,12,68,76,0.25,3.67,,3,1,0,773,2,83,,, +blackdo01,1945,1,PHA,AL,5,11,26,18,8,0,0,376,154,72,5,69,47,0.3,5.17,,3,0,0,583,7,77,,, +bonhati01,1945,1,NYA,AL,8,11,23,23,12,0,0,542,186,66,11,22,42,0.26,3.29,,0,1,0,736,0,72,,, +borowha01,1945,1,NYA,AL,10,5,18,18,7,1,0,397,107,46,6,58,35,0.22,3.13,,6,1,1,553,0,61,,, +borowha01,1945,2,CHN,NL,11,2,15,14,11,1,1,367,105,29,2,47,47,0.23,2.13,,1,0,0,507,1,33,,, +bosseme01,1945,1,CIN,NL,2,0,7,2,0,0,0,48,9,6,0,17,3,0.15,3.38,,0,0,0,74,3,6,,, +bowlech01,1945,1,PHA,AL,0,3,8,4,1,0,0,100,35,19,3,23,11,0.27,5.13,,0,0,0,154,4,19,,, +bowmajo01,1945,1,BOS,AL,0,2,3,3,0,0,0,35,18,12,1,9,0,0.36,9.26,,0,0,0,61,0,12,,, +bowmajo01,1945,2,CIN,NL,11,13,25,24,15,1,0,557,198,74,8,68,71,0.27,3.59,,1,7,1,827,0,89,,, +brancra01,1945,1,BRO,NL,5,6,16,15,7,0,1,329,73,37,4,79,69,0.18,3.04,,6,0,0,476,1,44,,, +brechha01,1945,1,SLN,NL,15,4,24,18,13,3,2,472,136,44,5,44,63,0.23,2.52,,0,5,0,629,6,48,,, +breweja01,1945,1,NY1,NL,8,6,28,21,8,0,0,479,162,68,14,58,49,0.26,3.83,,4,3,0,689,4,77,,, +bridgto01,1945,1,DET,AL,1,0,4,1,0,0,0,33,14,4,2,2,6,0.31,3.27,,2,0,0,48,2,6,,, +bukercy01,1945,1,BRO,NL,7,2,42,4,0,0,5,262,90,32,2,45,48,0.26,3.3,,3,1,0,390,22,41,,, +burkhke01,1945,1,SLN,NL,18,8,42,22,12,4,2,652,206,70,9,66,67,0.25,2.9,,3,3,0,901,12,76,,, +bushgu01,1945,1,CIN,NL,0,0,4,0,0,0,1,13,5,4,0,3,1,0.27,8.31,,0,0,0,21,4,4,,, +butchma01,1945,1,PIT,NL,10,8,28,20,12,2,0,508,184,57,7,46,37,0.27,3.03,,0,4,0,728,3,76,,, +byerlbu01,1945,1,SLN,NL,4,5,33,8,2,0,0,285,111,50,3,41,39,0.28,4.74,,3,1,0,431,9,61,,, +caldwea01,1945,1,CHA,AL,6,7,27,11,5,1,4,316,108,42,8,37,45,0.26,3.59,,0,3,0,455,15,50,,, +calvepa01,1945,1,CLE,AL,0,0,1,0,0,0,0,4,3,2,0,1,1,0.42,13.5,,0,0,0,8,0,2,,, +cardobe01,1945,1,BSN,NL,0,0,3,0,0,0,0,12,6,4,0,3,5,0.3,9,,1,1,0,24,1,5,,, +carneed01,1945,1,CLE,AL,0,0,2,0,0,0,0,6,0,0,0,0,1,0,0,,0,0,0,6,2,0,,, +carraal01,1945,1,WS1,AL,7,5,35,7,5,2,1,368,105,37,5,40,38,0.22,2.71,,3,0,0,507,18,43,,, +cartear01,1945,1,CIN,NL,2,4,13,6,2,1,0,140,54,16,2,13,4,0.28,3.09,,0,2,0,209,6,21,,, +castege01,1945,1,SLA,AL,1,2,10,0,0,0,1,47,20,12,0,7,9,0.3,6.89,,0,0,0,73,6,13,,, +castege01,1945,2,DET,AL,5,1,22,0,0,0,2,154,47,22,3,27,23,0.25,3.86,,0,2,0,222,10,25,,, +cecilre01,1945,1,BOS,AL,2,5,7,7,1,0,0,135,46,26,4,27,30,0.26,5.2,,2,0,1,207,0,37,,, +centepe01,1945,1,CLE,AL,6,3,31,8,2,0,1,257,89,38,2,28,34,0.27,3.99,,2,1,0,369,14,42,,, +chandsp01,1945,1,NYA,AL,2,1,4,4,2,1,0,93,30,16,2,7,12,0.25,4.65,,1,0,0,127,0,16,,, +chapmbe01,1945,1,BRO,NL,3,3,10,7,2,0,0,161,64,33,3,32,23,0.29,5.53,,2,3,0,254,2,33,,, +chapmbe01,1945,2,PHI,NL,0,0,3,0,0,0,0,21,7,6,0,6,4,0.25,7.71,,0,0,1,34,3,8,,, +chetkmi01,1945,1,PHI,NL,0,0,4,0,0,0,0,9,2,0,0,3,0,0.18,0,,0,0,0,15,3,2,,, +chipmbo01,1945,1,CHN,NL,4,5,25,10,3,1,0,216,63,28,4,34,29,0.23,3.5,,1,1,0,313,3,37,,, +chrisru01,1945,1,PHA,AL,13,13,33,27,17,2,2,682,213,80,9,75,100,0.25,3.17,,0,9,0,949,5,92,,, +clarkot01,1945,1,BOS,AL,4,4,12,9,4,1,0,246,86,28,6,19,20,0.26,3.07,,2,1,0,345,3,33,,, +clearjo01,1945,1,WS1,AL,0,0,1,0,0,0,0,1,5,7,0,3,1,0.83,189,,1,0,0,9,0,7,,, +coffmdi01,1945,1,PHI,NL,2,1,14,0,0,0,0,79,39,15,0,2,2,0.35,5.13,,0,0,0,116,9,18,,, +comeljo01,1945,1,CHN,NL,0,2,7,1,0,0,0,36,11,6,1,6,6,0.24,4.5,,0,0,0,51,0,7,,, +connebi01,1945,1,PHA,AL,1,1,2,1,0,0,0,24,7,4,0,8,0,0.25,4.5,,0,0,0,35,1,4,,, +coopemo01,1945,1,SLN,NL,2,0,4,3,1,0,0,71,20,4,1,7,14,0.22,1.52,,0,1,0,97,0,7,,, +coopemo01,1945,2,BSN,NL,7,4,20,11,4,1,1,234,77,29,4,27,45,0.25,3.35,,0,1,0,329,9,35,,, +cozarch01,1945,1,BSN,NL,1,0,5,0,0,0,0,24,10,9,2,15,4,0.3,10.13,,0,0,0,49,1,11,,, +creelja01,1945,1,SLN,NL,5,4,26,8,2,0,2,261,78,40,5,45,34,0.24,4.14,,0,6,1,374,10,41,,, +crockcl01,1945,1,BRO,NL,0,0,1,0,0,0,1,6,2,0,0,1,1,0.28,0,,0,0,0,8,1,0,,, +croucbi02,1945,1,SLN,NL,1,0,6,0,0,0,0,40,12,5,1,7,4,0.25,3.38,,0,1,0,57,3,5,,, +crowswo01,1945,1,PHA,AL,0,0,1,0,0,0,0,9,2,2,0,3,2,0.2,6,,0,0,0,14,0,2,,, +cuccuco01,1945,1,PIT,NL,1,3,29,4,0,0,1,170,68,33,2,34,17,0.3,5.24,,1,1,0,263,11,41,,, +dassofr01,1945,1,CIN,NL,4,5,16,12,6,0,0,287,89,39,9,53,39,0.25,3.67,,4,0,0,418,0,50,,, +daviscu01,1945,1,BRO,NL,10,10,24,18,10,0,0,449,171,54,9,21,39,0.28,3.25,,1,3,1,642,5,66,,, +derripa01,1945,1,CHN,NL,16,11,35,30,15,1,4,641,223,82,8,51,86,0.26,3.45,,2,1,0,901,5,99,,, +dietrbi01,1945,1,CHA,AL,7,10,18,16,6,3,0,367,136,57,4,36,43,0.27,4.19,,0,0,0,531,2,61,,, +dockige01,1945,1,SLN,NL,8,6,31,12,5,2,0,379,132,45,4,38,33,0.26,3.21,,1,0,1,546,7,53,,, +donalat01,1945,1,NYA,AL,5,4,9,9,6,2,0,191,62,21,3,25,19,0.24,2.97,,1,0,0,277,0,29,,, +donnebl01,1945,1,SLN,NL,8,10,31,23,9,4,2,499,157,65,10,87,76,0.25,3.52,,3,6,0,732,6,79,,, +dreiscl01,1945,1,BOS,AL,0,1,2,2,0,0,0,29,13,5,0,2,3,0.32,4.66,,0,1,0,43,0,5,,, +dubiemo01,1945,1,NYA,AL,10,9,26,20,9,1,0,454,157,78,9,62,45,0.26,4.64,,3,0,2,665,4,88,,, +earleto01,1945,1,BSN,NL,2,1,11,2,1,0,0,123,36,21,4,19,4,0.23,4.61,,1,0,0,178,3,22,,, +eatonze01,1945,1,DET,AL,4,2,17,3,0,0,0,160,48,24,0,40,15,0.24,4.05,,3,3,0,238,9,28,,, +embrere01,1945,1,CLE,AL,4,4,8,8,5,1,0,210,56,15,3,26,42,0.21,1.93,,1,0,0,292,0,17,,, +emmersl01,1945,1,NY1,NL,4,4,31,7,1,0,0,300,111,54,8,33,27,0.27,4.86,,0,1,1,442,11,55,,, +erickpa01,1945,1,CHN,NL,7,4,28,9,3,0,3,325,94,40,5,48,53,0.23,3.32,,2,7,0,467,9,41,,, +fannicl01,1945,1,SLA,AL,0,0,5,0,0,0,0,31,8,3,0,5,5,0.22,2.61,,0,0,0,41,2,3,,, +feldmha01,1945,1,NY1,NL,12,13,35,30,10,3,1,653,213,79,14,69,74,0.25,3.27,,2,1,0,933,3,92,,, +fellebo01,1945,1,CLE,AL,5,3,9,9,7,1,0,216,50,20,1,35,59,0.19,2.5,,1,2,0,300,0,21,,, +ferrida01,1945,1,BOS,AL,21,10,35,31,26,5,2,794,263,87,6,85,94,0.26,2.96,,4,7,1,1103,4,101,,, +fettelo01,1945,1,BSN,NL,0,2,5,1,0,0,0,33,16,7,1,7,4,0.35,5.73,,0,1,0,53,2,10,,, +fischru01,1945,1,NY1,NL,3,8,31,4,0,0,1,230,90,48,6,49,27,0.28,5.63,,2,1,0,370,10,55,,, +fishedo01,1945,1,NY1,NL,1,0,2,1,1,1,0,54,12,4,0,7,4,0.19,2,,0,2,0,74,1,4,,, +floreje01,1945,1,PHA,AL,7,10,29,24,9,4,1,574,180,73,6,63,52,0.25,3.43,,1,4,1,800,4,79,,, +fowledi01,1945,1,PHA,AL,1,2,7,3,2,1,0,112,41,20,1,18,21,0.28,4.82,,2,0,0,167,3,21,,, +foxho01,1945,1,CIN,NL,8,13,45,15,7,0,0,493,169,90,6,77,54,0.26,4.93,,4,6,0,730,17,102,,, +foxxji01,1945,1,PHI,NL,1,0,9,2,0,0,0,68,13,4,0,14,10,0.17,1.59,,0,1,0,94,7,4,,, +gableke01,1945,1,PIT,NL,11,7,29,16,6,0,1,416,139,64,5,46,49,0.25,4.15,,2,4,1,599,10,69,,, +gardngl01,1945,1,SLN,NL,3,1,17,4,2,1,1,164,50,20,2,27,20,0.24,3.29,,0,0,0,237,4,21,,, +gassach01,1945,1,PHA,AL,4,7,24,11,4,0,0,354,114,49,4,55,50,0.25,3.74,,1,2,0,514,8,59,,, +geejo01,1945,1,NY1,NL,0,0,2,0,0,0,1,9,5,3,0,2,1,0.38,9,,2,0,0,15,2,3,,, +gerheal01,1945,1,PIT,NL,5,10,32,14,5,0,1,421,170,61,5,54,55,0.3,3.91,,4,1,0,629,14,72,,, +gerkist01,1945,1,PHA,AL,0,12,21,12,3,0,0,306,112,41,4,27,25,0.28,3.62,,0,3,0,433,7,49,,, +getteal01,1945,1,NYA,AL,9,8,27,17,9,0,3,464,141,67,11,53,67,0.24,3.9,,0,7,0,652,7,70,,, +gratedo01,1945,1,PHI,NL,0,1,4,2,0,0,0,25,18,16,0,12,6,0.43,17.28,,1,0,1,53,1,16,,, +greggha01,1945,1,BRO,NL,18,13,42,34,13,2,2,763,221,98,5,120,139,0.23,3.47,,7,8,0,1092,5,116,,, +gromest01,1945,1,CLE,AL,19,9,33,30,21,3,1,753,229,71,6,66,101,0.24,2.55,,0,4,1,1026,2,80,,, +groveor01,1945,1,CHA,AL,14,12,33,30,16,4,1,651,233,83,12,68,54,0.27,3.44,,6,5,0,933,2,100,,, +haefnmi01,1945,1,WS1,AL,16,14,37,28,19,1,3,715,226,92,10,69,83,0.24,3.47,,2,7,1,1011,7,103,,, +hansean01,1945,1,NY1,NL,4,3,23,13,4,0,3,278,98,48,7,28,37,0.27,4.66,,2,2,2,397,4,52,,, +hanyzed01,1945,1,CHN,NL,0,0,2,1,0,0,0,14,7,3,1,1,0,0.35,5.79,,1,0,1,22,0,4,,, +hardeme01,1945,1,CLE,AL,3,7,11,11,2,0,0,228,93,31,3,23,16,0.3,3.67,,4,0,0,335,0,37,,, +harrera01,1945,1,NY1,NL,0,0,12,0,0,0,0,76,34,14,1,14,7,0.34,4.97,,1,1,0,119,2,22,,, +harriea01,1945,1,CIN,NL,2,4,14,5,1,0,0,187,60,25,2,27,15,0.24,3.61,,1,1,0,274,4,30,,, +hathara01,1945,1,BRO,NL,0,1,4,1,0,0,0,27,11,4,1,6,3,0.29,4,,1,0,0,43,3,7,,, +hausmcl01,1945,1,BOS,AL,5,7,31,13,4,2,2,375,131,70,5,60,30,0.27,5.04,,5,2,0,559,11,77,,, +haynejo01,1945,1,CHA,AL,5,5,14,13,8,1,1,312,92,41,5,29,34,0.23,3.55,,0,1,0,427,1,44,,, +heflira01,1945,1,BOS,AL,4,10,20,14,6,2,0,306,102,46,3,61,39,0.27,4.06,,1,4,0,451,4,52,,, +hendrdo01,1945,1,BSN,NL,4,8,37,2,1,0,5,220,74,40,8,39,14,0.26,4.91,,1,1,0,332,27,46,,, +hennege01,1945,1,CHN,NL,0,0,2,0,0,0,0,11,7,3,0,1,2,0.43,7.36,,0,0,0,17,1,3,,, +henryea01,1945,1,CLE,AL,0,3,15,1,0,0,0,65,20,13,0,20,10,0.25,5.4,,1,1,0,101,7,13,,, +herriar01,1945,1,BRO,NL,7,4,22,15,7,2,2,372,103,48,11,43,34,0.22,3.48,,1,3,0,520,4,60,,, +hetkijo01,1945,1,CIN,NL,1,2,5,2,2,0,0,98,28,13,1,11,9,0.23,3.58,,0,0,0,135,0,13,,, +heussed01,1945,1,CIN,NL,11,16,31,30,18,4,1,669,248,92,10,60,56,0.28,3.71,,0,3,0,965,1,105,,, +hevinjo02,1945,1,BSN,NL,1,0,3,0,0,0,0,16,5,2,0,3,1,0.29,3.38,,0,1,0,22,2,2,,, +hoagmy01,1945,1,CLE,AL,0,0,2,0,0,0,0,9,3,0,0,1,0,0.3,0,,0,0,0,11,1,0,,, +holbowa01,1945,1,WS1,AL,1,1,15,1,1,1,0,94,20,8,0,16,14,0.18,2.3,,0,0,0,124,10,9,,, +holcoke01,1945,1,NYA,AL,3,3,23,2,0,0,0,166,43,11,2,27,20,0.22,1.79,,2,0,0,227,15,19,,, +hollial01,1945,1,SLA,AL,12,9,26,22,15,1,1,520,164,52,4,68,64,0.25,2.7,,2,0,0,736,3,60,,, +houttar01,1945,1,DET,AL,0,2,13,0,0,0,0,76,27,15,1,11,9,0.27,5.33,,0,1,0,116,9,17,,, +humphjo02,1945,1,CHA,AL,6,14,22,21,10,1,1,459,172,72,11,48,33,0.28,4.24,,3,3,0,670,1,83,,, +hutchir01,1945,1,BSN,NL,2,3,11,0,0,0,1,86,33,16,2,8,4,0.27,5.02,,1,1,0,129,6,18,,, +hutchjo02,1945,1,BSN,NL,7,6,57,12,3,2,3,555,173,77,21,75,99,0.24,3.75,,3,4,2,799,22,87,,, +jakucsi01,1945,1,SLA,AL,12,10,30,24,15,1,2,577,188,75,9,65,55,0.25,3.51,,2,1,1,816,4,84,,, +javeral01,1945,1,BSN,NL,2,7,17,14,2,1,0,232,92,54,4,51,18,0.29,6.28,,1,0,0,372,1,59,,, +johnsjo03,1945,1,CHA,AL,3,0,29,0,0,0,4,209,85,33,2,35,38,0.3,4.26,,3,1,0,323,19,39,,, +johnsvi01,1945,1,BOS,AL,6,4,26,9,4,1,2,256,90,38,4,46,21,0.27,4.01,,1,2,1,384,13,41,,, +jonesea01,1945,1,SLA,AL,0,0,10,0,0,0,1,85,18,8,0,18,13,0.18,2.54,,1,0,0,120,4,10,,, +juddos01,1945,1,BOS,AL,0,1,2,1,0,0,0,19,10,6,1,3,5,0.33,8.53,,0,0,0,34,0,8,,, +juddos01,1945,2,PHI,NL,5,4,23,9,3,1,2,248,80,35,3,40,36,0.25,3.81,,7,1,0,365,9,47,,, +jurisal01,1945,1,SLN,NL,3,3,27,6,1,0,0,215,61,41,7,41,42,0.23,5.15,,1,1,0,313,9,45,,, +karlan01,1945,1,PHI,NL,8,8,67,2,1,0,15,542,175,60,7,50,51,0.25,2.99,,1,3,1,761,41,80,,, +kenneve01,1945,1,PHI,NL,0,3,12,3,0,0,0,108,43,22,2,14,13,0.29,5.5,,3,0,0,162,3,29,,, +kenneve01,1945,2,CIN,NL,5,12,24,20,11,1,1,473,170,70,10,69,38,0.28,4,,3,3,0,693,2,74,,, +kingcl01,1945,1,BRO,NL,5,5,42,2,0,0,3,337,131,51,8,48,29,0.29,4.09,,1,0,1,503,25,64,,, +kleinha01,1945,1,CLE,AL,0,0,3,0,0,0,0,21,8,3,0,7,5,0.28,3.86,,1,0,2,35,2,4,,, +kliemed01,1945,1,CLE,AL,5,8,38,12,4,1,4,379,123,54,3,49,33,0.26,3.85,,4,4,0,539,18,60,,, +knerrlo01,1945,1,PHA,AL,5,11,27,17,5,0,0,390,142,61,6,74,41,0.28,4.22,,7,1,0,595,5,77,,, +krameja01,1945,1,SLA,AL,10,15,29,25,15,3,2,579,190,72,13,73,99,0.25,3.36,,2,0,0,836,3,85,,, +krausja01,1945,1,PHI,NL,4,9,19,13,0,0,0,245,96,49,3,40,28,0.29,5.4,,3,4,0,377,2,55,,, +lamacal01,1945,1,SLA,AL,2,0,5,0,0,0,0,27,6,2,0,3,2,0.2,2,,0,0,0,34,4,2,,, +laniema01,1945,1,SLN,NL,2,2,4,3,3,0,0,78,22,5,0,8,16,0.22,1.73,,0,0,0,108,0,10,,, +lannijo01,1945,1,PIT,NL,0,0,1,0,0,0,0,6,8,8,1,0,0,0.57,36,,0,0,0,14,0,8,,, +leebi02,1945,1,PHI,NL,3,6,13,13,2,0,0,232,107,40,0,30,13,0.31,4.66,,3,0,0,373,0,52,,, +leebi02,1945,2,BSN,NL,6,3,16,13,6,1,0,319,112,33,6,36,12,0.27,2.79,,1,0,0,447,1,43,,, +leero01,1945,1,NY1,NL,0,2,3,1,0,0,0,21,8,9,3,3,0,0.26,11.57,,0,0,1,33,2,9,,, +leeth01,1945,1,CHA,AL,15,12,29,28,19,1,0,685,208,62,6,76,108,0.24,2.44,,1,10,1,951,1,81,,, +leonadu02,1945,1,WS1,AL,17,7,31,29,12,4,1,648,208,51,5,35,96,0.24,2.13,,2,2,0,885,1,72,,, +leoniz01,1945,1,PHI,NL,0,4,14,4,0,0,0,116,49,23,3,19,11,0.31,5.35,,2,0,0,179,4,25,,, +libkeal01,1945,1,CIN,NL,0,0,4,0,0,0,0,13,3,0,0,3,2,0.2,0,,1,0,0,18,4,0,,, +lisenho01,1945,1,CIN,NL,1,3,31,3,0,0,1,241,97,49,12,16,14,0.29,5.49,,1,2,0,350,17,56,,, +loganbo01,1945,1,BSN,NL,7,11,34,25,5,1,1,561,213,66,9,53,53,0.28,3.18,,1,1,0,815,6,84,,, +lombavi01,1945,1,BRO,NL,10,11,38,24,9,0,4,611,195,75,11,86,64,0.25,3.31,,5,5,0,879,10,106,,, +lopatar01,1945,1,SLN,NL,1,0,4,1,1,0,0,35,7,2,0,3,5,0.15,1.54,,0,1,0,48,2,4,,, +lopated01,1945,1,CHA,AL,10,13,26,24,17,1,1,598,226,91,8,56,74,0.28,4.11,,3,6,1,874,2,101,,, +lucielo01,1945,1,PHI,NL,0,1,13,0,0,0,1,61,14,5,1,5,5,0.19,2.21,,0,0,0,80,10,9,,, +maglisa01,1945,1,NY1,NL,5,4,13,10,7,3,0,253,72,22,2,22,32,0.23,2.35,,0,2,1,341,1,22,,, +marchph01,1945,1,PHA,AL,0,1,3,2,0,0,0,27,5,4,0,11,2,0.17,4,,1,0,0,41,0,5,,, +mastewa02,1945,1,WS1,AL,1,2,4,2,1,1,0,75,21,3,1,10,14,0.22,1.08,,0,0,0,104,1,8,,, +maunedi01,1945,1,PHI,NL,6,10,20,16,6,2,1,368,127,42,7,27,35,0.26,3.08,,2,2,0,509,3,54,,, +mclaupa01,1945,1,DET,AL,0,0,1,0,0,0,0,3,2,1,0,0,0,0.4,9,,0,0,0,5,1,2,,, +milleox01,1945,1,SLA,AL,2,1,4,3,3,0,0,85,23,5,2,5,4,0.21,1.59,,1,0,0,111,0,5,,, +modakmi01,1945,1,CIN,NL,1,2,20,3,1,1,1,127,52,27,0,23,7,0.3,5.74,,1,0,0,195,9,27,,, +montere01,1945,1,PHI,NL,0,0,14,0,0,0,0,137,67,38,1,28,16,0.34,7.49,,1,2,0,232,7,42,,, +muellle01,1945,1,DET,AL,6,8,26,18,6,2,1,404,117,55,8,58,42,0.23,3.68,,1,2,1,570,2,63,,, +mulcahu01,1945,1,PHI,NL,1,3,5,4,1,0,0,85,33,12,1,9,2,0.29,3.81,,1,0,0,125,0,17,,, +muncrbo01,1945,1,SLA,AL,13,4,27,15,10,0,1,437,132,44,8,44,54,0.23,2.72,,1,2,1,608,11,51,,, +mungova01,1945,1,NY1,NL,14,7,26,26,7,2,0,549,161,65,4,71,101,0.23,3.2,,3,4,0,771,0,77,,, +newhoha01,1945,1,DET,AL,25,9,40,36,29,8,2,940,239,63,5,110,212,0.21,1.81,,10,0,2,1261,2,73,,, +newsobo01,1945,1,PHA,AL,8,20,36,34,16,3,0,772,255,94,12,103,127,0.26,3.29,,2,3,0,1116,1,111,,, +niggejo01,1945,1,WS1,AL,7,12,26,25,8,2,0,530,161,62,7,73,90,0.24,3.16,,5,3,0,754,1,80,,, +nitchot01,1945,1,BRO,NL,1,0,7,0,0,0,0,56,19,11,4,1,4,0.25,5.3,,0,0,0,78,3,14,,, +oanapr01,1945,1,DET,AL,0,0,3,1,0,0,1,34,3,2,0,7,3,0.08,1.59,,0,0,0,42,1,2,,, +odeapa01,1945,1,CLE,AL,0,0,1,0,0,0,0,6,4,3,0,2,0,0.4,13.5,,0,0,0,13,0,3,,, +oneilem01,1945,1,BOS,AL,8,11,24,22,10,1,0,425,134,81,5,117,55,0.25,5.15,,6,5,0,653,1,87,,, +orreljo01,1945,1,DET,AL,2,3,12,5,1,0,0,144,46,16,1,24,14,0.26,3,,0,2,0,207,2,18,,, +osterfr01,1945,1,PIT,NL,5,4,14,11,4,1,0,242,74,41,6,37,29,0.23,4.57,,1,2,1,360,1,45,,, +overmst01,1945,1,DET,AL,9,9,31,22,9,0,4,487,189,70,6,42,36,0.29,3.88,,1,3,0,702,5,81,,, +pagejo01,1945,1,NYA,AL,6,3,20,9,4,0,0,306,95,32,1,46,50,0.24,2.82,,2,0,1,438,5,43,,, +papisfr01,1945,1,CHA,AL,4,4,19,5,3,0,1,253,75,35,3,40,45,0.24,3.74,,1,0,0,360,11,36,,, +partest02,1945,1,SLN,NL,0,0,8,2,0,0,0,40,12,9,2,16,6,0.25,6.08,,0,0,0,66,3,9,,, +passecl01,1945,1,CHN,NL,17,9,34,27,19,5,1,681,205,62,4,59,98,0.23,2.46,,2,2,1,934,5,70,,, +pfundle01,1945,1,BRO,NL,3,2,15,10,2,0,0,187,69,36,4,35,27,0.27,5.2,,2,5,0,298,2,51,,, +phillja01,1945,1,NY1,NL,0,0,1,0,0,0,0,13,5,5,1,5,0,0.31,10.38,,0,1,0,22,1,5,,, +piercbi02,1945,1,DET,AL,0,0,5,0,0,0,0,30,6,2,1,10,10,0.18,1.8,,0,1,0,45,4,2,,, +pierema01,1945,1,WS1,AL,14,13,44,27,14,3,2,700,235,86,3,91,66,0.25,3.32,,2,1,3,1020,12,114,,, +pottene01,1945,1,SLA,AL,15,11,32,32,21,3,0,766,212,70,10,68,129,0.22,2.47,,1,1,0,1028,0,75,,, +primra01,1945,1,CHN,NL,13,8,34,19,9,2,2,496,142,44,9,23,88,0.22,2.4,,3,1,0,656,9,58,,, +pyleew01,1945,1,NY1,NL,0,0,6,1,0,0,0,19,16,12,0,4,2,0.45,17.05,,0,0,0,39,4,12,,, +pyleew01,1945,2,BSN,NL,0,1,4,2,0,0,0,41,16,11,1,18,10,0.3,7.24,,0,0,1,73,0,15,,, +raffeke01,1945,1,PHI,NL,0,3,5,4,1,0,0,73,28,12,3,14,6,0.28,4.44,,0,0,0,116,0,19,,, +rescixa01,1945,1,PIT,NL,3,5,44,1,0,0,9,236,95,50,6,34,29,0.3,5.72,,0,1,0,354,27,57,,, +reynoal01,1945,1,CLE,AL,18,12,44,30,16,2,4,742,227,88,7,130,112,0.24,3.2,,1,5,1,1074,9,102,,, +riddlel01,1945,1,CIN,NL,1,4,12,3,0,0,0,89,39,27,4,27,5,0.33,8.19,,1,0,0,146,6,27,,, +ripplch01,1945,1,PHI,NL,0,1,4,0,0,0,0,23,7,6,0,10,5,0.24,7.04,,0,0,1,40,1,6,,, +rochear01,1945,1,WS1,AL,0,0,2,0,0,0,0,18,10,4,0,2,0,0.4,6,,0,0,0,28,1,4,,, +roepr01,1945,1,PIT,NL,14,13,33,31,15,3,1,705,228,75,11,46,148,0.25,2.87,,2,1,0,936,1,77,,, +roserst01,1945,1,NYA,AL,0,0,11,0,0,0,0,81,27,11,1,8,11,0.26,3.67,,3,0,0,112,8,15,,, +rossbu02,1945,1,CHA,AL,1,1,13,2,0,0,0,112,51,24,3,17,8,0.32,5.79,,0,0,0,173,7,28,,, +rudoler01,1945,1,BRO,NL,1,0,7,0,0,0,0,26,12,5,1,7,3,0.33,5.19,,0,0,0,45,2,10,,, +ruffire01,1945,1,NYA,AL,7,3,11,11,8,1,0,262,85,28,2,20,24,0.25,2.89,,0,1,0,364,0,32,,, +rybami01,1945,1,BOS,AL,7,6,34,9,4,1,2,369,122,34,5,33,44,0.25,2.49,,1,2,1,521,12,45,,, +salveja01,1945,1,CLE,AL,0,0,19,0,0,0,0,132,52,18,3,6,11,0.29,3.68,,0,1,0,186,10,23,,, +sandede01,1945,1,SLA,AL,0,0,2,0,0,0,0,4,7,6,0,1,1,0.7,40.5,,0,0,0,12,1,7,,, +schacha01,1945,1,BSN,NL,0,1,6,0,0,0,0,46,14,9,2,9,6,0.24,5.28,,1,0,0,69,3,12,,, +schanch01,1945,1,PHI,NL,4,15,35,21,5,1,5,434,165,70,5,87,56,0.28,4.35,,3,9,0,689,9,99,,, +scheica01,1945,1,PHA,AL,0,0,4,0,0,0,0,26,6,3,0,4,2,0.2,3.12,,0,0,0,34,3,3,,, +schrepa01,1945,1,NYA,AL,0,0,2,0,0,0,0,13,4,2,0,2,1,0.26,4.15,,0,0,0,18,2,2,,, +scottle02,1945,1,PHI,NL,0,2,8,2,0,0,0,67,29,11,1,12,5,0.31,4.43,,1,0,0,108,3,13,,, +seatsto01,1945,1,BRO,NL,10,7,31,18,6,2,0,365,127,59,8,37,44,0.26,4.36,,3,5,0,532,4,71,,, +sewelri01,1945,1,PIT,NL,11,9,33,24,9,1,1,564,212,85,9,91,60,0.27,4.07,,5,2,0,863,7,116,,, +shepabe01,1945,1,WS1,AL,0,0,1,0,0,0,0,16,3,1,0,1,2,0.16,1.69,,0,1,0,20,1,1,,, +shirlte01,1945,1,SLA,AL,8,12,32,24,10,2,0,551,191,74,8,93,77,0.27,3.63,,5,1,0,808,5,79,,, +signewa01,1945,1,CHN,NL,0,0,6,0,0,0,1,24,11,3,1,5,0,0.25,3.38,,0,0,0,48,3,6,,, +singlel01,1945,1,BSN,NL,1,4,7,5,1,0,0,112,35,20,1,14,14,0.24,4.82,,1,1,0,158,2,22,,, +smithal03,1945,1,CLE,AL,5,12,21,19,8,3,1,401,141,57,8,48,34,0.27,3.84,,3,2,0,576,1,74,,, +sprouch01,1945,1,PHI,NL,4,10,34,19,2,0,1,391,158,86,10,80,47,0.29,5.94,,2,0,0,622,6,102,,, +starrra01,1945,1,PIT,NL,0,2,4,0,0,0,0,20,10,7,0,4,0,0.37,9.45,,0,0,0,33,1,7,,, +starrra01,1945,2,CHN,NL,1,0,9,1,0,0,0,40,17,11,1,7,5,0.29,7.43,,0,0,0,64,3,11,,, +stewama02,1945,1,CHN,NL,0,1,16,1,0,0,0,85,37,15,0,14,9,0.32,4.76,,1,0,0,130,10,16,,, +stonedi01,1945,1,WS1,AL,0,0,3,0,0,0,0,15,6,0,0,2,0,0.31,0,,0,0,0,22,1,0,,, +strinni01,1945,1,PIT,NL,16,10,36,29,18,1,2,685,235,84,7,49,74,0.26,3.31,,2,3,0,966,5,94,,, +terryya01,1945,1,BOS,AL,0,4,12,4,1,0,0,170,68,26,8,14,28,0.29,4.13,,1,0,0,245,3,29,,, +tobinji01,1945,1,BSN,NL,9,14,27,25,16,0,0,590,220,84,10,56,38,0.28,3.84,,2,5,0,856,1,101,,, +tobinji01,1945,2,DET,AL,4,5,14,6,2,0,1,175,61,23,2,28,14,0.27,3.55,,3,4,0,262,8,31,,, +touchcl01,1945,1,CHA,AL,0,0,6,0,0,0,0,30,14,6,1,6,4,0.31,5.4,,0,1,0,53,5,10,,, +troutdi01,1945,1,DET,AL,18,15,41,31,18,4,2,739,252,86,8,79,97,0.26,3.14,,5,0,1,1041,9,108,,, +truckvi01,1945,1,DET,AL,0,0,1,1,0,0,0,16,3,1,0,2,3,0.17,1.69,,0,0,0,19,0,1,,, +turneji01,1945,1,NYA,AL,3,4,30,0,0,0,10,163,45,22,4,31,22,0.22,3.64,,1,0,0,238,26,26,,, +ullrisa01,1945,1,WS1,AL,3,3,28,6,0,0,1,244,91,41,3,34,26,0.27,4.54,,2,0,0,371,15,45,,, +vandehy01,1945,1,CHN,NL,7,3,30,7,3,1,2,286,91,37,4,33,35,0.25,3.49,,1,4,0,396,12,44,,, +voisebi01,1945,1,NY1,NL,14,14,41,35,14,4,0,697,249,116,15,97,115,0.27,4.49,,3,4,0,1034,2,128,,, +wallale01,1945,1,BSN,NL,1,0,5,3,1,0,0,60,18,10,1,9,4,0.24,4.5,,1,1,1,86,1,11,,, +waltebu01,1945,1,CIN,NL,10,10,22,22,12,3,0,504,166,50,6,51,45,0.25,2.68,,3,2,0,706,0,62,,, +warnelo01,1945,1,CHN,NL,0,1,9,1,0,0,0,42,16,6,0,1,6,0.26,3.86,,2,0,0,61,5,9,,, +webbele01,1945,1,BRO,NL,7,3,17,7,5,0,0,226,69,30,3,25,30,0.23,3.58,,0,1,0,319,5,37,,, +wehmehe01,1945,1,CIN,NL,0,1,2,2,0,0,0,15,10,7,0,4,0,0.43,12.6,,0,0,0,27,0,7,,, +westle01,1945,1,SLA,AL,3,4,24,8,1,0,0,223,71,30,2,31,38,0.24,3.63,,0,0,0,324,5,37,,, +whitcbo01,1945,1,BSN,NL,0,2,6,3,0,0,0,47,12,5,1,12,6,0.23,2.87,,0,0,0,65,3,6,,, +wietewh01,1945,1,BSN,NL,0,0,1,0,0,0,0,3,6,6,0,2,0,0.66,54,,0,0,0,11,1,6,,, +wilkste01,1945,1,SLN,NL,4,7,18,16,4,1,0,295,103,32,9,29,28,0.27,2.93,,0,1,0,417,1,39,,, +wilsoji02,1945,1,BOS,AL,6,8,23,21,8,2,0,433,121,53,7,88,50,0.22,3.3,,2,1,0,634,2,61,,, +wilsowa01,1945,1,DET,AL,1,3,25,4,1,0,0,211,76,36,4,35,28,0.28,4.61,,1,3,1,310,9,40,,, +wolffro01,1945,1,WS1,AL,20,10,33,29,21,4,2,750,200,59,7,53,108,0.21,2.12,,1,1,0,1000,4,68,,, +woodspi01,1945,1,BOS,AL,4,7,24,12,3,0,2,322,108,50,3,63,36,0.26,4.19,,2,1,0,478,7,56,,, +wrighed01,1945,1,BSN,NL,8,3,15,12,7,1,0,334,104,31,7,33,24,0.25,2.51,,0,0,0,449,1,35,,, +wyattwh01,1945,1,PHI,NL,0,7,10,10,2,0,0,154,72,30,3,14,10,0.33,5.26,,0,0,0,239,0,38,,, +wyseha01,1945,1,CHN,NL,22,10,38,34,23,2,0,835,272,83,17,55,77,0.25,2.68,,3,5,0,1139,3,95,,, +zabalad01,1945,1,NY1,NL,2,4,11,5,1,0,0,130,46,23,2,20,14,0.28,4.78,,0,0,0,186,3,25,,, +zoldasa01,1945,1,SLA,AL,3,2,26,1,1,0,0,209,74,26,3,18,19,0.26,3.36,,1,0,1,297,14,32,,, +zuberbi01,1945,1,NYA,AL,5,11,21,14,7,0,1,381,121,45,2,56,50,0.25,3.19,,5,0,0,529,5,50,,, +abernwo01,1946,1,NY1,NL,1,1,15,1,0,0,1,120,32,15,5,10,6,0.23,3.38,,0,0,0,153,5,16,,, +adamsac01,1946,1,NY1,NL,0,1,3,0,0,0,0,8,9,5,2,1,3,0.5,16.88,,0,0,0,19,1,5,,, +adamsre01,1946,1,CHN,NL,0,1,8,0,0,0,0,36,18,11,1,7,8,0.35,8.25,,0,0,0,59,4,12,,, +albosed01,1946,1,PIT,NL,0,6,17,6,0,0,0,119,41,27,3,35,19,0.26,6.13,,1,1,0,195,3,34,,, +andrena01,1946,1,CIN,NL,2,4,7,7,3,0,0,130,50,19,2,8,13,0.28,3.95,,0,1,0,190,0,29,,, +andrena01,1946,2,NY1,NL,1,0,3,2,0,0,0,36,17,8,2,4,5,0.36,6,,0,0,0,53,0,9,,, +bagbyji02,1946,1,BOS,AL,7,6,21,11,6,1,0,320,117,44,4,49,16,0.27,3.71,,1,1,0,476,4,55,,, +bahred01,1946,1,PIT,NL,8,6,27,14,7,0,0,410,128,40,8,52,44,0.25,2.63,,2,5,0,577,7,57,,, +barnere02,1946,1,BRO,NL,2,5,16,9,1,0,0,161,46,35,2,51,36,0.24,5.87,,1,0,0,249,1,42,,, +barrefr01,1946,1,BSN,NL,2,4,23,0,0,0,1,106,35,20,2,17,12,0.25,5.09,,0,1,0,160,11,21,,, +barrere01,1946,1,SLN,NL,3,2,23,9,1,1,2,201,75,30,5,24,22,0.28,4.03,,2,2,0,298,9,35,,, +bauerru01,1946,1,CHN,NL,2,1,15,2,2,0,1,130,45,17,1,19,22,0.27,3.53,,1,1,0,189,8,17,,, +beazljo01,1946,1,SLN,NL,7,5,19,18,5,0,0,309,109,51,6,55,36,0.27,4.46,,3,4,1,460,0,55,,, +beggsjo01,1946,1,CIN,NL,12,10,28,22,14,2,1,570,175,49,15,39,38,0.24,2.32,,0,1,0,760,4,63,,, +behrmha01,1946,1,BRO,NL,11,5,47,11,2,0,4,452,138,49,3,69,78,0.24,2.93,,2,2,2,655,12,63,,, +bentoal01,1946,1,DET,AL,11,7,28,15,6,1,1,422,132,57,9,58,60,0.24,3.65,,2,1,0,606,6,69,,, +berryjo03,1946,1,PHA,AL,0,1,5,0,0,0,0,39,15,4,1,3,5,0.28,2.77,,0,1,0,57,4,5,,, +berryjo03,1946,2,CLE,AL,3,6,21,0,0,0,1,112,32,14,4,21,16,0.23,3.38,,0,0,0,160,13,18,,, +bessehe01,1946,1,PHA,AL,0,2,7,3,0,0,1,62,19,12,1,9,10,0.24,5.23,,0,0,0,89,2,12,,, +bevenbi01,1946,1,NYA,AL,16,13,31,31,18,3,0,749,213,62,11,78,120,0.23,2.23,,0,1,0,1014,0,73,,, +biscafr01,1946,1,SLA,AL,1,1,16,0,0,0,1,68,28,13,0,22,9,0.31,5.16,,0,0,0,112,5,13,,, +bithohi01,1946,1,CHN,NL,6,5,26,7,2,1,1,260,97,37,5,25,34,0.28,3.84,,0,0,0,376,9,42,,, +blackdo01,1946,1,CLE,AL,1,2,18,4,0,0,0,131,45,22,5,21,15,0.27,4.53,,2,1,0,191,5,26,,, +blackew01,1946,1,CIN,NL,9,13,33,25,10,5,0,583,160,53,1,79,100,0.22,2.45,,4,4,0,803,5,62,,, +bonhati01,1946,1,NYA,AL,5,8,18,14,6,2,3,314,97,43,6,23,30,0.24,3.7,,1,0,0,430,4,47,,, +borowha01,1946,1,CHN,NL,12,10,32,28,8,1,0,603,220,84,9,61,95,0.27,3.76,,1,1,0,881,4,96,,, +brancra01,1946,1,BRO,NL,3,1,24,10,2,2,3,202,62,29,4,41,42,0.24,3.88,,1,0,1,297,7,34,,, +brazlal01,1946,1,SLN,NL,11,10,37,15,6,2,0,460,152,56,1,55,58,0.26,3.29,,5,2,0,651,8,69,,, +brechha01,1946,1,SLN,NL,15,15,36,30,14,5,3,694,212,64,8,67,117,0.24,2.49,,1,4,0,954,3,73,,, +breweja01,1946,1,NY1,NL,0,0,1,0,0,0,0,6,3,3,0,2,3,0.33,13.5,,0,0,0,11,0,3,,, +bridgto01,1946,1,DET,AL,1,1,9,1,0,0,1,64,24,14,5,8,17,0.27,5.91,,1,1,0,95,6,16,,, +brownma01,1946,1,BOS,AL,3,1,18,0,0,0,1,79,26,6,2,16,10,0.26,2.05,,0,0,0,116,6,7,,, +brownno01,1946,1,PHA,AL,0,1,4,0,0,0,0,22,8,5,2,6,3,0.26,6.14,,0,0,0,37,1,8,,, +budnimi01,1946,1,NY1,NL,2,3,35,7,1,1,3,265,75,31,13,48,36,0.23,3.16,,2,0,0,380,10,40,,, +burkhke01,1946,1,SLN,NL,6,3,25,13,5,2,2,300,111,32,4,36,32,0.28,2.88,,2,2,0,434,7,34,,, +burpoge01,1946,1,CIN,NL,0,0,2,0,0,0,0,7,4,4,0,5,1,0.4,15.43,,0,0,0,15,1,4,,, +butlabi01,1946,1,BOS,AL,1,0,5,2,0,0,0,49,23,20,3,13,10,0.34,11.02,,0,0,0,81,0,20,,, +byrneto01,1946,1,NYA,AL,0,1,4,1,0,0,0,28,7,6,1,8,5,0.19,5.79,,0,1,0,45,3,8,,, +caldwea01,1946,1,CHA,AL,13,4,39,0,0,0,8,272,60,21,2,29,42,0.18,2.08,,5,1,0,359,37,28,,, +candimi01,1946,1,WS1,AL,2,0,9,0,0,0,1,65,15,5,1,4,6,0.19,2.08,,0,0,0,82,6,5,,, +cardejo01,1946,1,NY1,NL,0,0,1,0,0,0,0,6,4,5,0,4,1,0.4,22.5,,0,1,0,15,1,7,,, +carpebo01,1946,1,NY1,NL,1,3,12,6,1,1,0,117,37,21,7,18,13,0.24,4.85,,2,0,0,171,2,22,,, +caseyhu01,1946,1,BRO,NL,11,5,46,1,0,0,5,299,101,22,2,33,31,0.26,1.99,,2,2,0,428,27,31,,, +castege01,1946,1,DET,AL,2,1,26,0,0,0,4,124,42,26,1,24,19,0.26,5.66,,0,1,0,185,19,26,,, +centepe01,1946,1,CLE,AL,0,2,21,0,0,0,1,87,29,16,2,20,6,0.26,4.97,,0,1,0,131,15,16,,, +chandsp01,1946,1,NYA,AL,20,8,34,32,20,6,2,772,200,60,7,90,138,0.21,2.1,,3,1,1,1028,2,71,,, +chapmbe01,1946,1,PHI,NL,0,0,1,0,0,0,0,3,1,0,0,0,1,0.2,0,,0,0,0,5,1,0,,, +chipmbo01,1946,1,CHN,NL,6,5,34,10,5,3,2,328,103,38,8,54,42,0.25,3.13,,1,1,0,467,6,44,,, +chrisru01,1946,1,PHA,AL,5,7,30,13,1,0,0,358,119,57,5,44,79,0.25,4.3,,0,3,0,520,13,71,,, +clemebi01,1946,1,PIT,NL,0,0,1,0,0,0,0,6,0,0,0,0,2,0,0,,0,0,0,6,0,0,,, +colemjo04,1946,1,PHA,AL,0,2,4,2,0,0,0,39,19,8,1,8,8,0.34,5.54,,0,0,0,64,2,8,,, +coopemo01,1946,1,BSN,NL,13,11,28,27,15,4,1,597,181,69,16,39,83,0.23,3.12,,2,0,1,805,1,76,,, +coopepa01,1946,1,PHA,AL,0,0,1,0,0,0,0,3,1,0,0,1,0,0.25,0,,0,0,0,5,1,0,,, +curtive01,1946,1,WS1,AL,0,0,11,0,0,0,0,49,19,13,1,10,7,0.29,7.16,,3,0,0,80,4,13,,, +dassofr01,1946,1,CIN,NL,0,0,2,0,0,0,0,3,2,3,0,2,1,0.4,27,,0,0,0,7,1,3,,, +daviscu01,1946,1,BRO,NL,0,0,1,0,0,0,0,6,3,3,1,2,0,0.37,13.5,,0,1,0,12,0,3,,, +deutsme01,1946,1,BOS,AL,0,0,3,0,0,0,0,19,7,4,1,3,2,0.28,5.68,,1,0,0,28,0,5,,, +dicksmu01,1946,1,SLN,NL,15,6,47,19,12,2,1,553,160,59,8,56,82,0.23,2.88,,3,4,0,756,9,71,,, +dietrbi01,1946,1,CHA,AL,3,3,11,9,3,0,1,186,63,18,4,24,20,0.26,2.61,,0,0,0,266,1,21,,, +dobsojo01,1946,1,BOS,AL,13,7,32,24,9,1,0,500,148,60,11,68,91,0.23,3.24,,4,1,2,710,3,72,,, +donnebl01,1946,1,SLN,NL,1,2,13,0,0,0,0,41,17,6,1,10,11,0.34,3.95,,0,1,0,63,7,7,,, +donnebl01,1946,2,PHI,NL,3,4,12,8,2,0,1,229,64,25,7,24,38,0.22,2.95,,0,2,0,319,3,31,,, +dreiscl01,1946,1,BOS,AL,4,1,20,1,0,0,0,142,50,22,3,15,19,0.27,4.18,,0,0,0,202,7,22,,, +drewska01,1946,1,NYA,AL,0,1,3,1,0,0,0,19,6,6,0,6,4,0.25,8.53,,0,1,0,31,1,6,,, +embrere01,1946,1,CLE,AL,8,12,28,26,8,0,0,600,170,77,15,79,87,0.22,3.47,,2,2,0,844,1,86,,, +emmersl01,1946,1,NY1,NL,0,0,2,0,0,0,0,12,6,2,1,0,1,0.4,4.5,,0,0,0,16,2,2,,, +erickpa01,1946,1,CHN,NL,9,7,32,14,5,1,0,411,119,37,2,65,70,0.23,2.43,,0,3,0,595,9,46,,, +faganev01,1946,1,PHA,AL,0,1,20,0,0,0,0,135,47,24,2,24,12,0.26,4.8,,0,3,1,209,9,27,,, +fannicl01,1946,1,SLA,AL,5,2,27,7,4,1,2,260,76,29,4,42,52,0.23,3.01,,2,1,1,373,11,37,,, +feldmha01,1946,1,NY1,NL,0,2,3,2,0,0,0,12,9,8,1,3,3,0.47,18,,0,0,0,24,0,8,,, +fellebo01,1946,1,CLE,AL,26,15,48,42,36,10,4,1114,277,90,11,153,348,0.2,2.18,,3,3,0,1512,5,101,,, +ferenst01,1946,1,SLA,AL,2,9,34,6,1,0,0,264,100,44,3,38,28,0.29,4.5,,0,3,0,398,11,60,,, +ferrida01,1946,1,BOS,AL,25,6,40,35,26,6,3,822,274,99,14,71,106,0.25,3.25,,1,3,0,1141,4,109,,, +ferrito01,1946,1,CLE,AL,0,0,9,0,0,0,1,54,25,10,3,4,9,0.32,5,,0,0,0,83,3,12,,, +ferrito01,1946,2,SLA,AL,4,1,25,1,0,0,5,97,26,10,1,5,13,0.22,2.78,,0,0,0,125,19,13,,, +fischru01,1946,1,NY1,NL,1,2,15,1,0,0,0,107,48,25,3,21,14,0.31,6.31,,1,0,0,176,6,32,,, +flanira01,1946,1,CLE,AL,0,1,3,1,0,0,0,27,11,11,1,8,2,0.28,11,,1,0,0,48,0,12,,, +flemibi01,1946,1,CHN,NL,0,1,14,1,0,0,0,88,37,20,2,12,10,0.3,6.14,,0,1,0,141,5,23,,, +floreje01,1946,1,PHA,AL,9,7,29,15,8,4,1,465,147,40,8,38,48,0.24,2.32,,0,1,1,638,11,51,,, +fowledi01,1946,1,PHA,AL,9,16,32,28,14,1,0,617,213,75,16,75,89,0.26,3.28,,2,2,0,900,3,101,,, +foxho01,1946,1,CIN,NL,0,0,4,0,0,0,0,15,12,10,2,5,1,0.46,18,,1,0,0,31,1,13,,, +gableke01,1946,1,PIT,NL,2,4,32,7,0,0,1,302,113,59,3,52,39,0.28,5.27,,0,1,0,463,10,64,,, +galehde01,1946,1,SLA,AL,8,12,30,24,11,2,0,540,194,73,9,52,90,0.27,3.65,,6,0,0,770,2,82,,, +gassach01,1946,1,CLE,AL,1,1,13,6,0,0,0,152,54,22,2,26,23,0.27,3.91,,0,4,0,234,4,25,,, +geejo01,1946,1,NY1,NL,2,4,13,6,1,0,0,142,60,21,3,15,22,0.3,3.99,,1,2,0,216,3,27,,, +gentrru01,1946,1,DET,AL,0,0,2,0,0,0,0,9,4,5,0,7,1,0.33,15,,1,0,0,19,2,5,,, +gerheal01,1946,1,PIT,NL,2,2,35,3,1,0,0,245,92,36,2,25,32,0.28,3.97,,1,1,0,356,18,42,,, +getteal01,1946,1,NYA,AL,6,7,26,11,5,2,0,309,89,34,6,40,54,0.22,2.97,,0,2,0,435,8,40,,, +gorniha01,1946,1,PIT,NL,0,0,7,0,0,0,0,38,12,5,0,11,4,0.25,3.55,,0,0,0,62,4,10,,, +gorsijo01,1946,1,DET,AL,0,0,14,0,0,0,1,71,28,12,5,11,14,0.3,4.56,,0,0,0,105,7,13,,, +gratedo01,1946,1,PHI,NL,1,0,3,0,0,0,0,24,4,1,0,2,2,0.16,1.13,,0,0,0,27,1,1,,, +grayte01,1946,1,DET,AL,0,2,3,2,0,0,1,35,17,11,4,5,5,0.34,8.49,,1,0,0,55,1,12,,, +greggha01,1946,1,BRO,NL,6,4,26,16,4,1,2,352,103,39,3,44,54,0.23,2.99,,2,1,0,489,5,46,,, +griffle01,1946,1,PHA,AL,0,0,10,0,0,0,0,46,13,5,1,6,4,0.23,2.93,,0,2,0,64,7,7,,, +grissma01,1946,1,NY1,NL,0,2,4,3,0,0,0,56,17,9,1,13,9,0.25,4.34,,3,1,0,84,1,11,,, +grodzjo01,1946,1,SLN,NL,0,0,3,0,0,0,0,12,4,4,1,4,2,0.25,9,,1,0,0,20,0,5,,, +gromest01,1946,1,CLE,AL,5,15,29,21,5,2,4,461,159,74,20,47,75,0.26,4.33,,0,3,0,661,6,79,,, +groveor01,1946,1,CHA,AL,8,13,33,26,10,1,0,616,213,69,10,78,60,0.27,3.02,,10,3,0,881,4,96,,, +gumbeha01,1946,1,CIN,NL,6,8,36,10,5,0,4,357,112,43,8,42,44,0.24,3.25,,1,1,0,504,19,48,,, +gumpera01,1946,1,NYA,AL,11,3,33,12,4,0,1,398,113,34,8,32,63,0.22,2.31,,0,0,0,532,10,44,,, +haefnmi01,1946,1,WS1,AL,14,11,33,27,17,2,1,683,220,72,10,80,85,0.25,2.85,,2,5,1,970,3,86,,, +halleja01,1946,1,PIT,NL,5,7,35,9,3,1,0,345,107,42,0,39,64,0.26,3.29,,2,0,0,446,12,48,,, +hamnera01,1946,1,CHA,AL,2,7,25,7,1,0,1,214,80,35,2,39,29,0.27,4.42,,2,5,0,337,9,47,,, +hanyzed01,1946,1,CHN,NL,1,0,3,0,0,0,0,18,8,3,0,5,1,0.34,4.5,,0,1,0,29,2,3,,, +hardeme01,1946,1,CLE,AL,5,4,13,12,4,1,0,277,85,35,4,31,21,0.24,3.41,,0,0,0,382,1,37,,, +harrilu01,1946,1,PHA,AL,3,14,34,12,4,0,0,376,153,73,11,48,33,0.3,5.24,,2,0,0,556,13,78,,, +harrimi01,1946,1,BOS,AL,17,9,34,30,15,0,0,668,236,90,18,76,131,0.26,3.64,,2,3,1,975,0,105,,, +hattejo01,1946,1,BRO,NL,14,11,42,30,13,1,2,666,207,70,10,110,85,0.25,2.84,,5,7,0,949,7,79,,, +haynejo01,1946,1,CHA,AL,7,9,32,23,9,0,2,532,203,74,14,60,60,0.28,3.76,,1,4,0,774,6,80,,, +headed01,1946,1,BRO,NL,3,2,13,7,3,1,1,168,56,20,3,24,17,0.26,3.21,,0,0,0,240,3,24,,, +heflira01,1946,1,BOS,AL,0,1,5,1,0,0,0,44,16,4,0,12,6,0.29,2.45,,0,1,0,71,2,5,,, +heintke01,1946,1,PIT,NL,8,12,32,24,6,2,1,473,165,66,7,86,57,0.27,3.77,,4,0,0,708,4,84,,, +hendrdo01,1946,1,BSN,NL,0,1,2,0,0,0,0,6,4,1,0,2,2,0.36,4.5,,0,0,0,13,1,2,,, +herriar01,1946,1,BRO,NL,7,2,35,2,0,0,5,258,91,32,2,29,34,0.27,3.35,,2,1,0,373,13,39,,, +hetkijo01,1946,1,CIN,NL,6,6,32,11,4,0,1,379,121,42,3,31,41,0.25,2.99,,1,1,0,522,15,44,,, +heussed01,1946,1,CIN,NL,7,14,29,21,9,1,2,503,167,60,11,39,47,0.26,3.22,,1,1,0,692,5,68,,, +higbeki01,1946,1,BRO,NL,17,8,42,29,11,3,1,632,178,71,6,107,134,0.22,3.03,,6,1,0,904,5,82,,, +hillefr01,1946,1,NYA,AL,0,2,3,1,0,0,0,34,13,6,2,6,4,0.29,4.76,,0,0,1,50,1,7,,, +hodkeel01,1946,1,PHI,NL,0,1,2,1,0,0,0,13,9,6,0,5,0,0.39,12.46,,1,0,0,28,0,6,,, +hoersle01,1946,1,PHI,NL,1,6,18,7,2,0,0,205,77,35,4,36,17,0.28,4.61,,2,1,0,309,8,42,,, +hollial01,1946,1,SLA,AL,0,0,5,0,0,0,0,33,23,8,1,4,3,0.41,6.55,,1,0,0,60,1,8,,, +hollial01,1946,2,CHA,AL,3,2,21,2,0,0,1,165,63,28,2,22,22,0.28,4.58,,2,0,0,247,11,29,,, +hoppeji01,1946,1,PIT,NL,0,1,2,1,0,0,0,12,6,5,1,3,1,0.31,11.25,,2,0,0,22,0,5,,, +houttar01,1946,1,DET,AL,0,1,1,1,0,0,0,24,15,8,1,0,2,0.38,9,,0,0,0,40,0,8,,, +howarle01,1946,1,PIT,NL,0,1,3,2,1,0,0,40,14,3,0,9,6,0.28,2.03,,0,0,0,61,1,3,,, +hudsosi01,1946,1,WS1,AL,8,11,31,15,6,1,1,427,160,57,9,37,35,0.28,3.6,,6,4,0,616,14,75,,, +hugheto04,1946,1,PHI,NL,6,9,29,13,3,2,1,333,123,54,5,44,34,0.28,4.38,,2,1,0,491,6,64,,, +hughste01,1946,1,BOS,AL,20,11,39,35,21,6,3,834,252,85,15,51,172,0.23,2.75,,1,2,0,1128,4,89,,, +humphjo02,1946,1,PHI,NL,0,0,10,1,0,0,0,74,24,11,1,9,10,0.25,4.01,,0,1,0,103,4,17,,, +hutchfr01,1946,1,DET,AL,14,11,28,26,16,3,2,621,184,71,14,66,138,0.23,3.09,,0,0,1,853,2,78,,, +hutchjo02,1946,1,BSN,NL,0,1,1,1,0,0,0,9,5,3,1,1,1,0.35,9,,0,0,0,15,0,3,,, +javeral01,1946,1,BSN,NL,0,1,2,1,0,0,0,10,5,5,0,5,0,0.41,13.5,,0,0,0,18,1,5,,, +johnsch03,1946,1,SLA,AL,0,0,5,3,0,0,0,54,20,10,0,13,8,0.28,5,,0,0,0,84,2,12,,, +johnsea01,1946,1,BOS,AL,5,4,29,5,0,0,3,240,78,33,5,39,40,0.25,3.71,,1,2,0,356,14,39,,, +johnssi01,1946,1,PHI,NL,0,0,1,0,0,0,0,9,7,1,1,0,2,0.53,3,,0,0,0,16,0,4,,, +johnssi01,1946,2,BSN,NL,6,5,28,12,5,1,1,381,134,39,8,35,41,0.27,2.76,,2,4,0,544,6,47,,, +johnsvi01,1946,1,CLE,AL,0,1,9,1,0,0,0,41,20,14,1,8,3,0.35,9.22,,0,0,0,64,3,14,,, +jonessh01,1946,1,NY1,NL,1,2,6,4,1,0,0,84,21,10,4,17,24,0.2,3.21,,0,1,0,122,1,10,,, +joycebo01,1946,1,NY1,NL,3,4,14,7,2,0,0,182,79,36,3,20,24,0.31,5.34,,1,0,0,275,2,43,,, +juddos01,1946,1,PHI,NL,11,12,30,24,12,1,2,520,169,68,6,90,65,0.26,3.53,,4,1,0,760,3,86,,, +jurisal01,1946,1,PHI,NL,4,3,13,10,2,1,1,205,71,28,9,31,34,0.26,3.69,,3,1,0,305,2,30,,, +karlan01,1946,1,PHI,NL,3,7,39,0,0,0,5,196,84,36,6,22,15,0.32,4.96,,0,1,0,292,23,37,,, +karpehe01,1946,1,NYA,AL,0,0,2,0,0,0,0,5,4,2,0,0,0,0.5,10.8,,0,0,0,8,0,2,,, +kennebi01,1946,1,WS1,AL,1,2,21,2,0,0,3,117,40,26,1,29,18,0.27,6,,1,0,0,182,12,29,,, +kennemo01,1946,1,NY1,NL,9,10,38,27,10,1,1,560,153,71,14,116,71,0.22,3.42,,5,4,1,814,4,80,,, +kindeel01,1946,1,SLA,AL,3,3,33,7,1,0,1,260,78,32,8,36,59,0.24,3.32,,1,0,0,366,12,35,,, +kliemed01,1946,1,CLE,AL,0,0,9,0,0,0,0,45,18,11,0,10,2,0.29,6.6,,1,0,0,72,3,13,,, +klingbo01,1946,1,BOS,AL,3,2,28,1,0,0,9,171,49,15,1,25,16,0.23,2.37,,1,1,0,236,20,16,,, +knerrlo01,1946,1,PHA,AL,3,16,30,22,6,0,0,445,171,89,13,67,58,0.28,5.4,,1,1,1,674,5,95,,, +knottja01,1946,1,PHA,AL,0,1,3,1,0,0,0,19,7,4,1,1,2,0.28,5.68,,0,1,1,28,1,4,,, +koechdi01,1946,1,PHI,NL,0,1,1,1,0,0,0,8,7,3,0,1,2,0.46,10.13,,0,0,0,16,0,3,,, +konstji01,1946,1,BSN,NL,0,1,10,1,0,0,0,46,17,9,2,7,9,0.28,5.28,,2,0,0,67,3,9,,, +kosloda01,1946,1,NY1,NL,14,19,40,35,17,3,1,796,251,107,15,101,121,0.24,3.63,,5,5,0,1136,5,119,,, +krakajo01,1946,1,CLE,AL,2,5,29,5,0,0,1,142,60,29,2,25,20,0.31,5.51,,1,0,0,221,11,31,,, +krameja01,1946,1,SLA,AL,13,11,31,28,13,3,0,584,190,69,6,68,69,0.25,3.19,,4,0,2,818,2,84,,, +krausja01,1946,1,NY1,NL,2,1,17,1,0,0,0,75,25,17,4,15,7,0.26,6.12,,3,1,0,114,8,17,,, +kressre01,1946,1,NY1,NL,0,0,1,0,0,0,0,11,5,5,1,1,1,0.33,12.27,,0,1,0,17,0,5,,, +kretllo01,1946,1,DET,AL,1,0,1,1,1,0,0,27,7,3,2,2,4,0.2,3,,0,0,0,36,0,3,,, +kristho01,1946,1,SLN,NL,0,2,15,0,0,0,0,56,22,14,3,8,3,0.3,6.75,,0,1,0,84,5,15,,, +kushem01,1946,1,CHN,NL,9,2,40,6,1,1,2,389,120,44,4,43,50,0.25,3.05,,1,3,0,536,19,47,,, +kuzavbo01,1946,1,CLE,AL,1,0,2,2,0,0,0,36,9,4,0,11,4,0.19,3,,0,1,0,60,0,7,,, +ladedo01,1946,1,CHN,NL,0,2,3,2,0,0,0,46,15,7,0,3,8,0.23,4.11,,0,1,0,67,0,8,,, +lamacal01,1946,1,SLA,AL,0,0,8,0,0,0,0,45,17,10,2,7,3,0.27,6,,2,0,0,70,5,10,,, +lamacal01,1946,2,WS1,AL,0,1,2,0,0,0,0,8,6,5,1,2,0,0.46,16.88,,0,0,0,15,1,5,,, +lambecl01,1946,1,CIN,NL,2,2,23,4,2,0,1,158,48,25,3,20,20,0.25,4.27,,0,1,0,214,8,27,,, +laniema01,1946,1,SLN,NL,6,0,6,6,6,2,0,168,45,12,1,19,36,0.22,1.93,,0,1,0,221,0,13,,, +lannijo01,1946,1,PIT,NL,4,5,27,9,3,0,1,273,97,31,3,31,16,0.26,3.07,,2,1,0,400,12,36,,, +leebi02,1946,1,BSN,NL,10,9,25,21,8,0,0,420,148,65,7,45,32,0.27,4.18,,0,1,0,602,3,73,,, +leeth01,1946,1,CHA,AL,2,4,7,7,2,0,0,130,39,17,1,23,23,0.24,3.53,,2,1,0,187,0,24,,, +lemonbo01,1946,1,CLE,AL,4,5,32,5,1,0,1,282,77,26,1,68,39,0.22,2.49,,5,0,0,412,17,40,,, +leonadu02,1946,1,WS1,AL,10,10,26,23,7,2,0,485,182,64,9,36,62,0.28,3.56,,2,4,0,695,1,85,,, +libkeal01,1946,1,CIN,NL,0,0,1,1,0,0,0,15,4,2,0,3,2,0.23,3.6,,1,0,0,20,0,2,,, +lombavi01,1946,1,BRO,NL,13,10,41,25,13,2,3,579,170,62,10,84,60,0.23,2.89,,3,2,1,829,10,76,,, +lopatar01,1946,1,PHI,NL,0,1,4,1,0,0,0,16,13,10,1,4,4,0.44,16.88,,1,0,0,33,2,11,,, +lopated01,1946,1,CHA,AL,13,13,29,29,20,2,0,693,216,70,18,48,89,0.24,2.73,,1,1,1,934,0,80,,, +lyonsal01,1946,1,NYA,AL,0,1,2,1,0,0,0,25,11,5,0,6,4,0.31,5.4,,0,1,0,42,1,5,,, +lyonste01,1946,1,CHA,AL,1,4,5,5,5,0,0,128,38,11,2,9,10,0.23,2.32,,0,0,0,174,0,17,,, +mallobo01,1946,1,CIN,NL,2,5,27,3,1,0,2,216,71,22,2,26,24,0.26,2.75,,1,2,0,306,17,29,,, +maltzgo01,1946,1,CHA,AL,2,0,19,0,0,0,2,119,30,7,3,6,17,0.2,1.59,,1,1,0,154,10,7,,, +mandeha01,1946,1,DET,AL,0,0,2,0,0,0,0,18,8,7,1,2,3,0.36,10.5,,0,1,0,26,1,7,,, +mandeha01,1946,2,CHN,NL,0,1,2,1,0,0,0,18,11,6,1,3,4,0.42,9,,0,1,0,30,0,6,,, +marchph01,1946,1,PHA,AL,13,16,36,29,16,1,1,680,197,88,14,114,95,0.23,3.49,,7,4,2,963,6,104,,, +marshcu01,1946,1,NYA,AL,3,4,23,11,1,0,0,243,96,48,4,56,32,0.3,5.33,,1,0,1,374,5,49,,, +martifr02,1946,1,SLN,NL,2,1,6,3,2,0,0,86,29,13,0,8,19,0.25,4.08,,0,0,0,123,2,13,,, +mastewa02,1946,1,WS1,AL,5,6,29,9,2,0,1,274,105,61,8,67,61,0.29,6.01,,2,3,0,435,11,70,,, +maunedi01,1946,1,PHI,NL,6,4,24,7,3,1,2,270,98,27,4,18,31,0.27,2.7,,0,3,0,378,8,36,,, +mccabra01,1946,1,CLE,AL,0,1,1,1,0,0,0,12,5,5,3,2,3,0.31,11.25,,0,1,0,19,0,5,,, +mccahbi01,1946,1,PHA,AL,1,1,4,2,2,1,0,54,16,2,0,9,6,0.24,1,,1,0,0,77,1,2,,, +mclisca01,1946,1,BRO,NL,0,0,1,0,0,0,0,0,1,0,0,0,0,1,,,0,0,0,2,0,2,,, +meersru01,1946,1,CHN,NL,1,2,7,2,0,0,0,34,10,4,0,10,2,0.23,3.18,,4,0,0,53,2,6,,, +meltoru01,1946,1,BRO,NL,6,3,24,12,3,2,1,299,72,22,3,52,44,0.2,1.99,,1,3,0,412,8,27,,, +meyerru01,1946,1,CHN,NL,0,0,4,1,0,0,1,51,21,6,2,10,10,0.3,3.18,,1,0,0,78,1,7,,, +milleox01,1946,1,SLA,AL,1,3,11,3,0,0,1,106,52,27,5,15,12,0.33,6.88,,1,0,0,171,2,28,,, +milnaal01,1946,1,SLA,AL,1,1,4,2,1,1,0,44,15,4,1,6,1,0.27,2.45,,0,0,0,61,2,4,,, +milnaal01,1946,2,PHI,NL,0,0,1,1,0,0,0,0,2,0,0,2,0,1,,,0,0,0,4,0,4,,, +minnepa01,1946,1,BRO,NL,0,1,3,0,0,0,0,12,6,3,1,3,3,0.33,6.75,,0,0,0,22,0,4,,, +mouldgl01,1946,1,BRO,NL,0,0,1,0,0,0,0,6,2,1,1,1,1,0.28,4.5,,0,0,0,8,1,1,,, +mulcahu01,1946,1,PHI,NL,2,4,16,5,1,0,0,188,69,31,3,33,12,0.29,4.45,,5,5,0,284,5,34,,, +mullidi01,1946,1,PHI,NL,2,2,19,5,1,0,1,164,61,29,0,27,16,0.28,4.77,,2,4,0,248,9,32,,, +mullidi01,1946,2,BSN,NL,1,0,4,0,0,0,0,46,6,4,1,9,4,0.12,2.35,,0,0,0,58,2,4,,, +muncrbo01,1946,1,SLA,AL,3,12,29,14,4,1,0,346,149,64,6,31,49,0.31,4.99,,2,0,0,514,4,75,,, +mungere01,1946,1,SLN,NL,2,2,10,7,2,0,1,146,47,18,0,12,28,0.25,3.33,,1,0,0,199,1,19,,, +murphjo04,1946,1,NYA,AL,4,2,27,0,0,0,7,135,40,17,4,19,19,0.24,3.4,,1,0,0,192,24,22,,, +newhoha01,1946,1,DET,AL,26,9,37,34,29,6,1,878,215,63,10,98,275,0.2,1.94,,8,1,0,1176,2,77,,, +newsobo01,1946,1,PHA,AL,3,5,10,9,3,1,0,176,61,22,2,30,32,0.26,3.38,,0,5,0,267,0,27,,, +newsobo01,1946,2,WS1,AL,11,8,24,22,14,2,1,534,163,55,5,60,82,0.24,2.78,,3,2,0,744,1,63,,, +niggejo01,1946,1,WS1,AL,3,2,8,6,3,0,0,114,39,17,1,21,10,0.26,4.03,,0,1,0,173,1,22,,, +niggejo01,1946,2,BSN,NL,2,5,8,8,3,0,0,174,54,21,2,21,24,0.24,3.26,,3,1,0,247,0,23,,, +olsenve01,1946,1,CHN,NL,0,0,5,0,0,0,0,29,10,3,0,9,8,0.29,2.79,,0,0,0,44,3,3,,, +oneilem01,1946,1,CHN,NL,0,0,1,0,0,0,0,3,0,0,0,3,1,0,0,,0,0,0,6,0,0,,, +oneilem01,1946,2,CHA,AL,0,0,2,0,0,0,0,11,4,0,0,5,0,0.33,0,,0,0,0,18,1,2,,, +osterfr01,1946,1,PIT,NL,13,10,27,25,16,2,0,580,193,61,5,56,57,0.26,2.84,,1,3,0,810,2,70,,, +overmst01,1946,1,DET,AL,5,7,24,13,3,0,1,292,106,50,6,29,34,0.27,4.62,,1,0,0,422,7,54,,, +pagejo01,1946,1,NYA,AL,9,8,31,17,6,1,3,408,126,54,7,72,77,0.25,3.57,,1,4,2,588,8,66,,, +papisfr01,1946,1,CHA,AL,7,5,31,15,6,2,0,414,122,42,7,63,66,0.24,2.74,,2,1,0,573,7,52,,, +passecl01,1946,1,CHN,NL,9,8,21,21,10,2,0,388,118,45,5,42,47,0.23,3.13,,1,1,0,546,0,53,,, +pearsik01,1946,1,PHI,NL,1,0,5,2,1,1,0,43,16,6,1,8,6,0.27,3.77,,0,1,0,69,1,8,,, +permele01,1946,1,CHA,AL,0,0,4,0,0,0,0,13,6,4,0,7,2,0.31,8.31,,0,0,0,26,2,4,,, +pierema01,1946,1,WS1,AL,2,2,30,2,1,0,0,186,70,41,9,40,20,0.29,5.95,,2,2,0,291,10,48,,, +podgajo01,1946,1,CLE,AL,0,0,6,0,0,0,0,27,13,5,0,2,4,0.3,5,,0,0,0,45,4,8,,, +polleho01,1946,1,SLN,NL,21,10,40,32,22,4,5,798,228,62,12,86,107,0.23,2.1,,1,5,0,1083,7,84,,, +posedbi01,1946,1,BSN,NL,2,0,19,0,0,0,4,85,34,22,4,13,9,0.3,6.99,,1,0,0,127,10,24,,, +posselo01,1946,1,PHI,NL,1,2,4,4,0,0,0,41,19,9,0,10,4,0.33,5.93,,0,1,0,68,0,9,,, +pottene01,1946,1,SLA,AL,8,9,23,19,10,0,0,435,152,60,9,59,72,0.26,3.72,,4,3,0,641,2,72,,, +primra01,1946,1,CHN,NL,2,3,14,2,0,0,1,70,28,15,5,10,10,0.28,5.79,,0,0,0,108,6,17,,, +queenme01,1946,1,NYA,AL,1,1,14,3,1,0,0,91,40,22,2,21,26,0.31,6.53,,0,0,1,152,3,28,,, +raffeke01,1946,1,PHI,NL,8,15,39,23,14,2,6,588,203,79,10,39,73,0.26,3.63,,2,1,0,819,10,89,,, +raschvi01,1946,1,NYA,AL,2,0,2,2,2,0,0,48,14,7,0,5,11,0.23,3.94,,0,0,0,67,0,7,,, +reidea01,1946,1,BSN,NL,1,0,2,0,0,0,0,9,4,1,0,3,2,0.3,3,,0,0,0,16,1,3,,, +reynoal01,1946,1,CLE,AL,11,15,31,28,9,3,0,550,180,79,10,108,107,0.25,3.88,,4,1,0,815,2,93,,, +rignejo01,1946,1,CHA,AL,5,5,15,11,3,2,0,248,76,37,6,35,51,0.24,4.03,,1,2,0,357,2,37,,, +ripplch01,1946,1,PHI,NL,1,0,6,0,0,0,0,10,5,4,0,6,3,0.38,10.8,,0,0,0,19,1,4,,, +roepr01,1946,1,PIT,NL,3,8,21,10,1,0,2,210,83,40,5,25,28,0.29,5.14,,0,2,0,315,8,50,,, +roserst01,1946,1,NYA,AL,1,1,4,1,0,0,0,10,7,6,0,4,1,0.43,16.2,,0,0,0,20,2,6,,, +roserst01,1946,2,BSN,NL,1,1,14,1,0,0,1,105,33,14,1,18,18,0.25,3.6,,1,0,1,153,7,15,,, +rowesc01,1946,1,PHI,NL,11,4,17,16,9,2,0,408,112,32,3,21,51,0.22,2.12,,0,6,0,538,0,39,,, +royje01,1946,1,BRO,NL,0,0,3,1,0,0,0,19,5,7,2,5,6,0.2,9.95,,1,0,0,30,0,7,,, +ruffire01,1946,1,NYA,AL,5,1,8,8,4,2,0,183,37,12,2,23,19,0.17,1.77,,0,0,0,243,0,13,,, +russoma01,1946,1,NYA,AL,0,2,8,3,0,0,0,56,26,9,1,11,7,0.33,4.34,,0,0,0,89,2,9,,, +rybami01,1946,1,BOS,AL,0,1,9,0,0,0,1,38,12,5,1,5,5,0.26,3.55,,1,0,0,53,5,7,,, +sainjo01,1946,1,BSN,NL,20,14,37,34,24,3,2,795,225,65,8,87,129,0.23,2.21,,3,2,2,1086,2,80,,, +sanfofr01,1946,1,SLA,AL,2,1,3,3,2,2,0,66,19,5,0,9,8,0.23,2.05,,0,0,0,91,0,7,,, +savagbo01,1946,1,PHA,AL,3,15,40,19,7,1,2,492,164,74,5,93,78,0.25,4.06,,0,2,0,746,14,80,,, +scarbra01,1946,1,WS1,AL,7,11,32,20,6,1,1,467,176,70,8,74,46,0.28,4.05,,2,1,1,695,5,85,,, +schanch01,1946,1,PHI,NL,6,6,32,15,4,0,4,349,130,75,8,71,47,0.28,5.8,,6,5,0,535,12,82,,, +schmifr01,1946,1,SLN,NL,1,0,16,0,0,0,0,82,27,10,0,15,14,0.27,3.29,,0,3,0,121,5,11,,, +schmijo01,1946,1,CHN,NL,11,11,41,31,14,2,2,673,184,65,6,94,135,0.22,2.61,,3,2,1,945,8,77,,, +schumha02,1946,1,NY1,NL,4,4,24,13,2,0,1,290,95,42,8,52,48,0.25,3.91,,0,0,0,431,6,50,,, +sewelri01,1946,1,PIT,NL,8,12,25,20,11,2,0,448,140,61,6,53,33,0.24,3.68,,2,1,0,641,2,68,,, +shirlte01,1946,1,SLA,AL,6,12,27,18,7,0,0,419,148,77,7,105,45,0.27,4.96,,0,1,0,656,4,89,,, +shorera01,1946,1,SLA,AL,0,0,1,0,0,0,0,3,3,2,0,1,1,0.5,18,,1,0,0,7,1,2,,, +shouncl01,1946,1,CIN,NL,1,6,27,5,0,0,0,237,87,36,3,26,20,0.29,4.1,,0,1,0,334,11,42,,, +singlel01,1946,1,BSN,NL,0,1,15,2,0,0,1,101,27,14,3,21,17,0.22,3.74,,0,1,0,146,6,20,,, +smithed04,1946,1,CHA,AL,8,11,24,21,3,1,1,436,135,46,9,60,59,0.24,2.85,,6,4,0,627,3,71,,, +spahnwa01,1946,1,BSN,NL,8,5,24,16,8,0,1,377,107,41,6,36,67,0.22,2.94,,4,1,0,514,7,46,,, +stancch01,1946,1,NYA,AL,0,0,3,0,0,0,0,12,6,4,0,5,3,0.31,9,,1,0,0,24,2,4,,, +stancch01,1946,2,PHI,NL,2,4,14,11,1,0,0,211,71,33,4,39,23,0.27,4.22,,4,0,0,307,1,35,,, +strinni01,1946,1,PIT,NL,10,15,32,22,11,3,1,528,185,70,7,44,49,0.26,3.58,,1,4,0,745,4,77,,, +sundrst01,1946,1,SLA,AL,0,0,2,0,0,0,0,12,9,5,0,3,1,0.4,11.25,,1,0,0,26,1,9,,, +tateal01,1946,1,PIT,NL,0,1,2,1,1,0,0,27,8,5,0,7,2,0.26,5,,0,0,0,39,1,5,,, +tayloha03,1946,1,BRO,NL,0,0,4,0,0,0,1,14,5,2,0,1,6,0.31,3.86,,0,0,0,18,3,2,,, +thompju01,1946,1,NY1,NL,4,6,39,1,0,0,4,188,36,9,5,40,31,0.19,1.29,,2,0,0,244,27,18,,, +torregi01,1946,1,WS1,AL,0,0,3,0,0,0,1,21,9,6,0,3,2,0.31,7.71,,0,0,0,32,2,6,,, +trinkke01,1946,1,NY1,NL,7,14,48,13,2,0,2,453,146,65,8,74,49,0.25,3.87,,3,2,0,662,18,77,,, +troutdi01,1946,1,DET,AL,17,13,38,32,23,5,3,829,244,72,11,97,151,0.23,2.34,,2,3,1,1142,6,85,,, +truckvi01,1946,1,DET,AL,14,9,32,29,15,2,0,710,217,85,23,75,161,0.24,3.23,,5,3,0,992,1,94,,, +vandejo01,1946,1,CIN,NL,10,12,29,25,11,4,0,613,175,72,11,78,94,0.23,3.17,,1,0,0,847,0,77,,, +vaughpo01,1946,1,PHA,AL,0,0,1,0,0,0,0,0,1,0,0,1,0,1,,,0,0,0,2,1,0,,, +voisebi01,1946,1,NY1,NL,9,15,36,25,10,2,0,534,171,74,14,85,89,0.24,3.74,,1,0,0,784,5,88,,, +wadeja01,1946,1,NYA,AL,2,1,13,1,0,0,1,106,33,9,2,14,22,0.25,2.29,,1,1,0,148,6,9,,, +wadeja01,1946,2,WS1,AL,0,0,6,0,0,0,0,34,12,6,1,12,9,0.27,4.76,,0,0,0,55,1,6,,, +wagnech01,1946,1,BOS,AL,1,0,8,4,0,0,0,92,32,20,6,19,14,0.27,5.87,,0,0,0,137,1,21,,, +wallale01,1946,1,BSN,NL,3,3,27,8,2,0,0,226,76,35,5,31,27,0.25,4.18,,5,1,0,337,5,41,,, +walshju01,1946,1,PIT,NL,0,1,4,2,0,0,0,31,9,6,0,10,2,0.23,5.23,,0,1,0,49,2,6,,, +waltebu01,1946,1,CIN,NL,10,7,22,22,10,2,0,454,146,43,9,64,60,0.25,2.56,,2,2,1,636,0,55,,, +webbele01,1946,1,BRO,NL,3,3,11,4,0,0,0,129,34,11,5,15,16,0.22,2.3,,1,0,0,171,3,11,,, +webbele01,1946,2,CLE,AL,1,1,4,2,0,0,0,16,13,14,0,5,5,0.46,23.63,,1,0,0,34,0,14,,, +whiteer01,1946,1,BSN,NL,0,1,12,1,0,0,0,71,22,11,1,12,8,0.25,4.18,,0,0,0,99,5,11,,, +whiteha01,1946,1,DET,AL,1,1,11,1,1,0,0,82,34,17,5,15,12,0.31,5.6,,0,0,0,125,1,20,,, +wietewh01,1946,1,BSN,NL,0,0,3,0,0,0,0,20,9,6,1,4,2,0.31,8.1,,1,1,0,37,2,8,,, +wightbi01,1946,1,NYA,AL,2,2,14,4,1,0,0,121,44,20,1,30,11,0.28,4.46,,2,1,0,189,3,22,,, +wilkile01,1946,1,PIT,NL,0,0,7,0,0,0,0,23,13,9,0,3,3,0.38,10.57,,0,0,0,37,4,9,,, +wilkste01,1946,1,SLN,NL,8,0,40,4,0,0,1,285,88,36,13,38,40,0.24,3.41,,0,2,0,404,18,41,,, +williac01,1946,1,BSN,NL,0,0,1,0,0,0,0,0,1,0,0,1,0,1,,,0,0,0,2,0,0,,, +wilsoji02,1946,1,BOS,AL,0,0,1,0,0,0,0,2,2,2,1,0,0,0.5,27,,0,0,0,4,1,2,,, +wilsoma01,1946,1,WS1,AL,0,1,9,0,0,0,0,38,16,10,1,9,8,0.32,7.11,,0,0,0,61,5,12,,, +wolffro01,1946,1,WS1,AL,5,8,21,17,6,0,0,366,115,35,8,30,50,0.24,2.58,,1,5,0,506,2,51,,, +wrighed01,1946,1,BSN,NL,12,9,36,21,8,2,0,529,164,69,8,71,44,0.25,3.52,,2,2,0,744,7,82,,, +wynnea01,1946,1,WS1,AL,8,5,17,12,9,0,0,321,112,37,8,33,36,0.26,3.11,,3,3,0,460,5,45,,, +wyseha01,1946,1,CHN,NL,14,12,40,27,12,2,1,604,206,60,7,52,52,0.26,2.68,,2,3,1,843,10,73,,, +zoldasa01,1946,1,SLA,AL,9,11,35,21,9,2,2,511,166,65,11,57,51,0.25,3.43,,2,1,0,718,7,71,,, +zuberbi01,1946,1,NYA,AL,0,1,3,0,0,0,0,17,10,8,2,3,3,0.38,12.71,,1,0,0,29,1,9,,, +zuberbi01,1946,2,BOS,AL,5,1,15,7,2,1,0,170,37,16,4,39,29,0.18,2.54,,2,0,0,239,6,20,,, +abernwo01,1947,1,NY1,NL,0,0,1,0,0,0,0,6,4,2,0,1,0,0.4,9,,0,0,0,11,1,3,,, +andrehu01,1947,1,NY1,NL,0,0,7,0,0,0,0,26,14,6,1,4,2,0.36,6.23,,0,0,0,43,4,7,,, +ardizru01,1947,1,NYA,AL,0,0,1,0,0,0,0,6,4,2,1,1,0,0.5,9,,0,0,0,10,1,2,,, +ayersbi01,1947,1,NY1,NL,0,3,13,4,0,0,1,106,46,32,7,14,22,0.32,8.15,,3,1,1,161,2,35,,, +bagbyji02,1947,1,PIT,NL,5,4,37,6,2,0,0,347,143,60,14,37,23,0.3,4.67,,1,5,0,521,18,75,,, +bahred01,1947,1,PIT,NL,3,5,19,11,1,0,0,247,82,42,5,43,25,0.26,4.59,,0,3,0,360,4,45,,, +bankhda01,1947,1,BRO,NL,0,0,4,0,0,0,1,30,15,8,1,8,6,0.34,7.2,,1,1,0,54,1,8,,, +bantaja01,1947,1,BRO,NL,0,1,3,1,0,0,0,23,7,6,1,4,3,0.22,7.04,,1,1,0,38,1,6,,, +barnere02,1947,1,BRO,NL,5,2,28,9,0,0,0,233,66,41,4,59,36,0.24,4.75,,5,2,1,341,8,52,,, +barrere01,1947,1,BSN,NL,11,12,36,30,12,3,1,632,200,83,16,53,53,0.24,3.55,,1,2,0,881,3,102,,, +beardge01,1947,1,CLE,AL,0,0,1,0,0,0,0,1,2,3,0,1,0,0.66,81,,1,0,0,4,0,3,,, +beazljo01,1947,1,BSN,NL,2,0,9,2,2,0,0,86,30,14,1,19,12,0.27,4.4,,3,0,0,133,4,15,,, +beggsjo01,1947,1,CIN,NL,0,3,11,4,0,0,0,97,42,19,4,6,11,0.31,5.29,,0,0,0,140,2,26,,, +beggsjo01,1947,2,NY1,NL,3,3,32,0,0,0,2,198,81,31,6,18,23,0.3,4.23,,1,1,0,296,8,38,,, +behrmha01,1947,1,BRO,NL,0,0,2,0,0,0,0,11,3,4,1,4,2,0,9.82,,0,0,0,12,0,4,,, +behrmha01,1947,2,PIT,NL,0,2,10,2,0,0,0,74,33,25,6,17,11,0.34,9.12,,0,2,0,116,3,26,,, +behrmha01,1947,3,BRO,NL,5,3,38,6,0,0,8,265,94,52,9,44,31,0.27,5.3,,3,0,0,392,16,64,,, +bentoal01,1947,1,DET,AL,6,7,36,14,4,0,7,399,147,65,11,61,33,0.28,4.4,,2,1,0,590,12,77,,, +bevenbi01,1947,1,NYA,AL,7,13,28,23,11,1,0,495,167,70,13,77,77,0.26,3.82,,0,1,1,725,3,79,,, +bithohi01,1947,1,CHA,AL,1,0,2,0,0,0,0,6,2,0,0,0,0,0.28,0,,0,0,0,7,1,0,,, +blackdo01,1947,1,CLE,AL,10,12,30,28,8,3,0,572,177,83,17,85,72,0.24,3.92,,2,1,0,806,1,90,,, +blackew01,1947,1,CIN,NL,22,8,33,33,23,6,0,819,227,75,10,95,193,0.23,2.47,,2,4,1,1086,0,91,,, +bonhati01,1947,1,PIT,NL,11,8,33,18,7,3,3,449,167,64,17,35,63,0.27,3.85,,1,2,0,642,12,67,,, +borowha01,1947,1,CHN,NL,8,12,40,25,7,1,2,549,190,89,19,63,75,0.26,4.38,,1,1,1,784,11,99,,, +brancra01,1947,1,BRO,NL,21,12,43,36,15,4,1,840,251,83,22,98,148,0.24,2.67,,7,6,1,1158,5,100,,, +brazlal01,1947,1,SLN,NL,14,8,44,19,7,0,4,504,186,53,7,48,85,0.28,2.84,,4,2,0,713,11,65,,, +brechha01,1947,1,SLN,NL,16,11,29,28,18,1,1,670,220,82,20,66,89,0.26,3.3,,3,3,0,927,1,92,,, +brisslo01,1947,1,PHA,AL,0,1,1,1,0,0,0,21,9,5,1,5,4,0.31,6.43,,2,0,0,34,0,5,,, +brownwa01,1947,1,SLA,AL,1,0,19,0,0,0,0,138,50,25,3,28,10,0.29,4.89,,1,0,0,202,13,27,,, +budnimi01,1947,1,NY1,NL,0,0,7,1,0,0,0,36,16,14,0,10,6,0.31,10.5,,0,0,0,62,0,16,,, +burkhke01,1947,1,SLN,NL,3,6,34,6,1,0,1,285,108,55,13,23,44,0.29,5.21,,3,4,1,404,9,55,,, +butlabi01,1947,1,BOS,AL,0,0,1,0,0,0,0,6,3,1,0,0,1,0.33,4.5,,0,0,0,9,0,1,,, +byrneto01,1947,1,NYA,AL,0,0,4,1,0,0,0,13,5,2,0,6,2,0.29,4.15,,0,0,0,23,2,2,,, +caldwea01,1947,1,CHA,AL,1,4,40,0,0,0,8,163,53,22,4,30,22,0.26,3.64,,0,1,0,239,30,23,,, +candimi01,1947,1,WS1,AL,3,4,38,2,0,0,1,261,96,50,5,35,31,0.27,5.17,,1,0,1,394,21,53,,, +carpebo01,1947,1,NY1,NL,0,0,2,0,0,0,0,9,5,4,0,3,0,0.38,12,,0,0,0,17,1,5,,, +carpebo01,1947,2,CHN,NL,0,1,4,1,0,0,0,22,10,4,1,4,1,0.32,4.91,,1,0,0,35,2,5,,, +carysc01,1947,1,WS1,AL,3,1,23,3,1,0,0,164,73,36,5,20,25,0.31,5.93,,0,1,0,259,16,38,,, +caseyhu01,1947,1,BRO,NL,10,4,46,0,0,0,18,230,75,34,7,29,40,0.26,3.99,,0,2,1,325,37,36,,, +chanded01,1947,1,BRO,NL,0,1,15,1,0,0,1,89,31,21,7,12,8,0.26,6.37,,2,0,0,131,4,23,,, +chandsp01,1947,1,NYA,AL,9,5,17,16,13,2,0,384,100,35,4,41,68,0.21,2.46,,2,0,1,519,0,41,,, +chipmbo01,1947,1,CHN,NL,7,6,32,17,5,1,0,404,135,55,6,66,51,0.26,3.68,,1,0,0,581,4,58,,, +chrisru01,1947,1,PHA,AL,10,7,44,0,0,0,12,242,70,26,4,33,33,0.23,2.9,,1,0,0,333,38,30,,, +colemjo04,1947,1,PHA,AL,6,12,32,21,9,2,1,481,171,77,17,62,65,0.27,4.32,,0,0,0,689,9,84,,, +coopemo01,1947,1,BSN,NL,2,5,10,7,2,0,0,140,48,21,2,13,15,0.27,4.05,,0,2,0,198,1,26,,, +coopemo01,1947,2,NY1,NL,1,5,8,8,2,0,0,110,51,29,7,13,12,0.32,7.12,,0,0,0,171,0,32,,, +dealco01,1947,1,BOS,AL,0,1,5,2,0,0,0,38,20,13,0,7,6,0.36,9.24,,2,0,0,63,2,13,,, +deandi01,1947,1,SLA,AL,0,0,1,1,0,0,0,12,3,0,0,1,0,0.23,0,,0,0,0,14,0,0,,, +dicksmu01,1947,1,SLN,NL,13,16,47,25,11,4,3,695,211,79,16,88,111,0.24,3.07,,1,2,0,970,13,101,,, +dietrbi01,1947,1,PHA,AL,5,2,11,9,2,1,0,182,48,21,0,40,18,0.22,3.12,,0,2,0,259,1,24,,, +dobsojo01,1947,1,BOS,AL,18,8,33,31,15,1,1,686,203,75,15,73,110,0.23,2.95,,11,1,1,935,1,84,,, +dockige01,1947,1,BRO,NL,0,0,4,0,0,0,0,16,10,7,2,2,1,0.4,11.81,,0,0,0,28,2,7,,, +donnebl01,1947,1,PHI,NL,4,6,38,10,5,1,5,362,113,40,6,46,31,0.26,2.98,,1,3,0,487,16,44,,, +dorisha01,1947,1,BOS,AL,7,8,41,9,2,0,2,408,149,71,6,54,50,0.28,4.7,,2,1,1,589,12,80,,, +dorseca01,1947,1,CLE,AL,0,0,2,0,0,0,0,4,3,4,1,3,1,0.5,27,,0,0,0,9,1,4,,, +doziebu01,1947,1,WS1,AL,0,0,2,0,0,0,0,14,2,0,0,1,2,0.13,0,,0,0,0,16,2,0,,, +drewska01,1947,1,NYA,AL,6,6,30,10,0,0,1,275,92,50,6,55,45,0.26,4.91,,1,5,0,416,9,57,,, +elliogl01,1947,1,BSN,NL,0,1,11,0,0,0,1,57,18,10,4,11,8,0.26,4.74,,0,0,0,80,4,10,,, +embrere01,1947,1,CLE,AL,8,10,27,21,6,0,0,488,137,57,13,67,56,0.23,3.15,,3,1,0,670,2,65,,, +erauted01,1947,1,CIN,NL,4,9,36,10,2,0,0,357,146,67,5,53,43,0.3,5.07,,7,2,0,536,11,78,,, +erickpa01,1947,1,CHN,NL,7,12,40,20,6,0,1,522,179,84,17,93,82,0.26,4.34,,3,5,0,779,11,90,,, +fannicl01,1947,1,SLA,AL,6,8,26,18,6,2,1,437,134,58,10,77,77,0.24,3.58,,2,1,0,637,6,70,,, +fellebo01,1947,1,CLE,AL,20,11,42,37,20,5,3,897,230,89,17,127,196,0.21,2.68,,7,4,2,1218,4,97,,, +ferrida01,1947,1,BOS,AL,12,11,33,28,14,1,0,655,241,98,14,92,64,0.28,4.04,,6,7,1,956,0,106,,, +ferrito01,1947,1,WS1,AL,1,7,31,0,0,0,9,180,57,21,1,20,23,0.25,3.15,,0,0,0,252,24,24,,, +fineto01,1947,1,BOS,AL,1,2,9,7,1,0,0,108,41,22,0,19,10,0.28,5.5,,1,1,0,168,1,24,,, +floreje01,1947,1,PHA,AL,4,13,28,20,4,0,0,454,139,57,10,59,41,0.24,3.39,,0,0,0,633,5,72,,, +fowledi01,1947,1,PHA,AL,12,11,36,31,16,3,0,682,210,71,12,85,75,0.24,2.81,,0,3,0,943,2,77,,, +gableke01,1947,1,PIT,NL,0,0,1,0,0,0,0,1,3,2,1,0,0,0.75,54,,0,0,0,4,0,2,,, +galehde01,1947,1,SLA,AL,1,3,9,4,0,0,1,97,42,22,3,16,11,0.31,6.12,,0,0,0,155,3,26,,, +galehde01,1947,2,BOS,AL,11,7,21,21,11,3,0,447,150,55,7,34,38,0.26,3.32,,0,0,0,619,0,60,,, +gebripe01,1947,1,CHA,AL,2,3,27,4,0,0,5,199,61,33,7,33,17,0.24,4.48,,6,2,0,288,10,40,,, +gentrru01,1947,1,DET,AL,0,0,1,0,0,0,0,1,1,3,0,2,0,0.5,81,,0,0,0,4,0,3,,, +getteal01,1947,1,CLE,AL,11,10,31,21,9,2,0,447,122,53,12,62,64,0.22,3.2,,3,3,2,611,5,54,,, +gillebo01,1947,1,CHA,AL,5,8,25,17,1,0,0,354,133,62,4,53,36,0.29,4.73,,6,1,0,528,4,71,,, +gorsijo01,1947,1,DET,AL,2,0,31,0,0,0,1,173,44,24,5,26,20,0.2,3.75,,1,2,0,242,16,27,,, +greggha01,1947,1,BRO,NL,4,5,37,16,2,1,1,313,115,68,6,55,59,0.27,5.87,,1,4,0,486,5,79,,, +grodzjo01,1947,1,SLN,NL,0,1,16,0,0,0,0,70,21,14,5,19,8,0.25,5.4,,1,0,0,107,8,17,,, +gromest01,1947,1,CLE,AL,3,5,29,7,0,0,4,253,77,35,8,36,39,0.24,3.74,,1,1,0,367,15,43,,, +grother02,1947,1,CLE,AL,0,0,2,0,0,0,0,4,0,0,0,1,1,0,0,,0,0,0,4,1,0,,, +groveor01,1947,1,CHA,AL,6,8,25,19,6,1,0,407,158,67,10,70,33,0.29,4.44,,3,4,0,619,1,78,,, +gumbeha01,1947,1,CIN,NL,10,10,46,0,0,0,10,271,88,39,3,47,43,0.26,3.89,,0,0,0,395,34,42,,, +gumpera01,1947,1,NYA,AL,4,1,24,6,2,0,0,169,71,34,4,28,25,0.31,5.43,,1,0,0,258,4,36,,, +haefnmi01,1947,1,WS1,AL,10,14,31,28,14,4,1,579,195,78,8,85,77,0.26,3.64,,1,4,0,837,1,86,,, +hamnera01,1947,1,CHN,NL,1,2,3,3,2,0,0,75,24,7,0,16,14,0.26,2.52,,1,0,0,110,0,10,,, +hansean01,1947,1,NY1,NL,1,5,27,9,1,0,0,247,78,40,8,38,18,0.24,4.37,,2,0,1,358,6,45,,, +hardeme01,1947,1,CLE,AL,6,4,15,15,4,1,0,240,91,40,3,27,17,0.28,4.5,,0,1,1,348,0,41,,, +harriea01,1947,1,CHA,AL,3,8,33,4,0,0,5,281,85,37,3,49,55,0.24,3.56,,4,3,0,406,12,48,,, +harrilu01,1947,1,WS1,AL,0,0,3,0,0,0,0,19,7,2,0,7,2,0.31,2.84,,0,0,0,33,1,2,,, +harrimi01,1947,1,BOS,AL,5,4,15,6,1,0,0,155,42,14,3,23,35,0.22,2.44,,0,0,0,214,7,20,,, +hartucl01,1947,1,NY1,NL,9,7,23,20,8,1,0,414,140,70,15,69,54,0.26,4.57,,2,2,0,608,1,76,,, +hattejo01,1947,1,BRO,NL,17,8,42,32,11,3,0,676,211,91,9,105,76,0.25,3.63,,6,5,0,968,2,95,,, +haugsph01,1947,1,BRO,NL,1,0,6,1,0,0,0,38,14,4,1,4,4,0.29,2.84,,0,0,1,52,1,4,,, +haynejo01,1947,1,CHA,AL,14,6,29,22,7,2,0,546,174,49,5,61,50,0.25,2.42,,4,2,1,767,5,65,,, +hearnji01,1947,1,SLN,NL,12,7,37,21,4,1,1,486,151,58,9,63,57,0.24,3.22,,0,1,0,681,9,67,,, +heintke01,1947,1,PIT,NL,0,0,2,1,0,0,0,12,9,9,2,6,2,0.4,20.25,,0,0,0,28,0,11,,, +heintke01,1947,2,PHI,NL,7,10,24,19,8,0,1,408,144,61,12,46,55,0.27,4.04,,3,2,0,571,3,72,,, +herriar01,1947,1,PIT,NL,1,3,11,0,0,0,2,32,18,10,3,4,6,0.36,8.44,,0,0,0,55,8,11,,, +hetkijo01,1947,1,CIN,NL,3,4,37,5,2,0,0,288,110,62,7,48,33,0.28,5.81,,1,1,1,438,13,72,,, +higbeki01,1947,1,BRO,NL,2,0,4,3,0,0,0,47,18,9,0,12,10,0.29,5.17,,1,1,0,76,0,9,,, +higbeki01,1947,2,PIT,NL,11,17,46,30,10,1,5,675,204,93,22,110,99,0.24,3.72,,6,3,0,975,12,108,,, +hoersle01,1947,1,PHI,NL,1,1,4,1,0,0,0,34,19,10,1,3,0,0.35,7.94,,0,0,0,56,1,12,,, +houttar01,1947,1,DET,AL,7,2,23,9,7,2,0,332,106,42,6,36,58,0.24,3.42,,0,1,0,469,9,51,,, +howarle01,1947,1,PIT,NL,0,0,2,0,0,0,0,8,4,1,1,0,2,0.33,3.38,,0,0,0,12,1,1,,, +hudsosi01,1947,1,WS1,AL,6,9,20,17,5,1,0,318,113,66,8,58,37,0.27,5.6,,1,1,1,478,2,66,,, +hugheto04,1947,1,PHI,NL,4,11,29,15,4,1,1,381,121,49,5,59,44,0.26,3.47,,1,0,2,519,5,52,,, +hughste01,1947,1,BOS,AL,12,11,29,26,13,3,0,568,173,70,17,71,119,0.24,3.33,,0,2,0,798,3,86,,, +hutchfr01,1947,1,DET,AL,18,10,33,25,18,3,2,659,211,74,14,61,113,0.25,3.03,,2,2,0,911,8,84,,, +iottho01,1947,1,SLA,AL,0,1,4,0,0,0,0,25,15,15,4,14,6,0.37,16.2,,1,0,0,54,3,16,,, +iottho01,1947,2,NY1,NL,3,8,20,9,2,1,0,214,67,47,3,52,46,0.25,5.93,,2,1,0,328,8,50,,, +jansela01,1947,1,NY1,NL,21,5,42,30,20,1,1,744,241,87,23,57,104,0.26,3.16,,2,1,1,985,5,102,,, +johnsdo03,1947,1,NYA,AL,4,3,15,8,2,0,0,163,57,22,2,23,16,0.27,3.64,,0,1,0,238,4,26,,, +johnsea01,1947,1,BOS,AL,12,11,45,17,6,3,8,427,129,47,7,62,65,0.24,2.97,,1,2,1,596,17,63,,, +johnske01,1947,1,SLN,NL,1,0,2,1,1,0,0,30,2,0,0,5,8,0.06,0,,0,1,0,38,1,1,,, +johnssi01,1947,1,BSN,NL,6,8,36,10,3,0,2,338,124,53,7,34,27,0.27,4.23,,1,1,0,493,15,57,,, +jonessh01,1947,1,NY1,NL,2,2,15,6,0,0,0,167,51,24,2,29,24,0.25,3.88,,1,3,0,240,5,27,,, +juddos01,1947,1,PHI,NL,4,15,32,19,8,1,0,440,155,75,6,69,54,0.27,4.6,,8,3,0,639,4,86,,, +jurisal01,1947,1,PHI,NL,1,7,34,12,5,0,3,355,110,65,15,52,48,0.25,4.94,,0,1,0,488,12,69,,, +karlan01,1947,1,BSN,NL,2,3,27,0,0,0,3,105,41,15,2,13,5,0.31,3.86,,0,0,0,147,17,18,,, +kennebi01,1947,1,WS1,AL,0,0,2,0,0,0,0,20,10,6,1,5,1,0.37,8.1,,0,0,0,34,0,8,,, +kennemo01,1947,1,NY1,NL,9,12,34,24,9,0,0,445,158,80,8,88,60,0.27,4.85,,7,4,0,680,4,90,,, +kindeel01,1947,1,SLA,AL,8,15,34,26,10,2,1,583,201,97,11,82,110,0.26,4.49,,1,0,1,848,6,105,,, +kingcl01,1947,1,BRO,NL,6,5,29,9,2,0,0,263,85,27,11,29,31,0.25,2.77,,0,0,1,369,12,34,,, +kliemed01,1947,1,CLE,AL,5,4,58,0,0,0,17,276,78,31,5,39,21,0.23,3.03,,0,2,1,384,34,32,,, +klingbo01,1947,1,BOS,AL,1,1,28,0,0,0,5,126,42,18,5,24,12,0.25,3.86,,1,1,1,194,17,20,,, +knerrlo01,1947,1,WS1,AL,0,0,6,0,0,0,0,27,17,11,1,8,5,0.4,11,,0,0,0,53,2,13,,, +koechdi01,1947,1,PHI,NL,0,2,3,2,1,0,0,51,20,9,1,10,4,0.29,4.76,,0,1,1,79,1,12,,, +kosloda01,1947,1,NY1,NL,15,10,39,31,10,3,0,652,223,106,23,82,86,0.25,4.39,,5,3,0,958,6,118,,, +krameja01,1947,1,SLA,AL,11,16,33,28,9,1,1,598,206,110,16,89,77,0.27,4.97,,4,2,0,867,3,123,,, +kushem01,1947,1,CHN,NL,8,3,47,1,1,0,5,273,80,34,8,53,44,0.24,3.36,,2,3,1,388,23,38,,, +kuzavbo01,1947,1,CLE,AL,1,1,4,4,1,1,0,65,22,10,1,9,9,0.26,4.15,,1,1,0,94,0,10,,, +ladedo01,1947,1,CHN,NL,11,10,34,25,7,1,0,562,202,82,15,79,62,0.27,3.94,,5,1,1,826,5,105,,, +lambecl01,1947,1,CIN,NL,0,0,3,0,0,0,0,17,12,10,3,6,1,0.44,15.88,,0,0,0,33,0,10,,, +lanfrwa01,1947,1,BSN,NL,4,4,36,4,1,0,1,192,65,21,2,27,18,0.27,2.95,,0,0,0,271,12,23,,, +lannijo01,1947,1,BSN,NL,0,0,3,0,0,0,0,11,4,4,0,6,0,0.4,9.82,,0,0,0,18,0,5,,, +leebi02,1947,1,CHN,NL,0,2,14,2,0,0,0,72,26,12,2,14,9,0.26,4.5,,0,1,0,116,4,16,,, +leeth01,1947,1,CHA,AL,3,7,21,11,2,1,1,260,86,43,5,56,57,0.26,4.47,,1,2,0,394,5,50,,, +lemonbo01,1947,1,CLE,AL,11,5,37,15,6,1,3,502,150,64,7,97,65,0.24,3.44,,6,4,0,725,15,68,,, +leonadu02,1947,1,PHI,NL,17,12,32,29,19,3,0,705,224,70,14,57,103,0.25,2.68,,4,2,0,943,2,86,,, +lindely01,1947,1,CLE,AL,0,0,1,0,0,0,0,2,3,2,0,1,0,0.6,27,,0,0,0,6,0,2,,, +livelbu01,1947,1,CIN,NL,4,7,38,17,3,1,0,369,126,64,16,63,52,0.26,4.68,,1,0,1,553,6,75,,, +lombavi01,1947,1,BRO,NL,12,11,33,20,7,3,3,524,156,58,12,65,72,0.24,2.99,,4,2,1,726,9,73,,, +lopated01,1947,1,CHA,AL,16,13,31,31,22,3,0,758,241,79,17,73,109,0.25,2.81,,0,2,0,1047,0,88,,, +lyonsal01,1947,1,NYA,AL,1,0,6,0,0,0,0,33,18,11,2,9,7,0.36,9,,1,0,0,59,1,11,,, +lyonsal01,1947,2,PIT,NL,1,2,13,0,0,0,0,85,36,23,4,12,16,0.3,7.31,,2,1,0,133,6,24,,, +maconma01,1947,1,BSN,NL,0,0,1,0,0,0,0,6,1,0,0,1,1,0.16,0,,0,0,0,7,1,0,,, +mallobo01,1947,1,CIN,NL,0,0,1,0,0,0,0,3,3,2,1,0,1,0.6,18,,0,0,0,5,0,2,,, +maltzgo01,1947,1,CHA,AL,1,4,33,0,0,0,5,191,61,24,4,25,22,0.25,3.39,,0,1,0,271,22,26,,, +marchph01,1947,1,PHA,AL,19,9,35,35,21,2,0,830,228,99,15,141,128,0.22,3.22,,1,7,0,1172,0,110,,, +martira01,1947,1,BSN,NL,1,0,1,1,1,0,0,27,7,1,0,4,2,0.21,1,,0,0,0,37,0,1,,, +mastewa02,1947,1,WS1,AL,12,16,35,31,14,4,1,759,215,88,11,97,135,0.23,3.13,,3,2,0,1035,4,98,,, +maunedi01,1947,1,PHI,NL,0,0,9,1,0,0,1,49,15,7,1,7,6,0.28,3.86,,0,1,1,62,7,8,,, +mccahbi01,1947,1,PHA,AL,10,5,29,19,10,1,0,496,160,61,7,62,47,0.25,3.32,,3,0,0,703,5,73,,, +mclisca01,1947,1,PIT,NL,0,0,1,0,0,0,0,3,2,2,0,0,0,0.4,18,,0,1,0,6,1,2,,, +meersru01,1947,1,CHN,NL,2,0,35,1,0,0,0,193,61,32,5,38,28,0.26,4.48,,4,2,0,278,16,34,,, +meltoru01,1947,1,BRO,NL,0,1,4,1,0,0,0,14,7,7,1,7,1,0.35,13.5,,0,0,0,27,0,7,,, +meyerru01,1947,1,CHN,NL,3,2,23,2,1,0,0,135,43,17,4,14,22,0.25,3.4,,2,1,0,185,9,17,,, +milleox01,1947,1,CHN,NL,1,2,4,4,1,0,0,48,31,18,2,5,7,0.39,10.13,,0,0,0,83,0,18,,, +mouldgl01,1947,1,SLA,AL,4,2,32,2,0,0,2,219,78,31,4,43,23,0.28,3.82,,0,0,0,329,25,37,,, +mulcahu01,1947,1,PIT,NL,0,0,2,1,0,0,0,20,8,3,1,7,2,0.33,4.05,,0,0,0,31,1,7,,, +mullidi01,1947,1,BSN,NL,0,0,1,0,0,0,0,6,4,2,0,1,1,0.4,9,,0,0,1,11,1,2,,, +muncrbo01,1947,1,SLA,AL,8,14,31,23,7,0,0,529,210,96,14,51,74,0.29,4.9,,3,2,0,770,6,108,,, +mungere01,1947,1,SLN,NL,16,5,40,31,13,6,3,673,218,84,12,76,123,0.25,3.37,,4,2,0,936,6,94,,, +murphjo04,1947,1,BOS,AL,0,0,32,0,0,0,3,164,41,17,1,28,9,0.2,2.8,,2,0,0,231,16,17,,, +nagyst01,1947,1,PIT,NL,1,3,6,1,0,0,0,42,18,9,1,9,4,0.31,5.79,,2,0,0,68,1,10,,, +newhoha01,1947,1,DET,AL,17,17,40,36,24,3,2,855,268,91,9,110,176,0.24,2.87,,11,2,0,1216,4,105,,, +newsobo01,1947,1,WS1,AL,4,6,14,13,1,0,0,251,99,38,2,37,40,0.29,4.09,,1,1,1,381,0,44,,, +newsobo01,1947,2,NYA,AL,7,5,17,15,6,2,0,347,109,36,8,30,42,0.25,2.8,,0,2,0,475,1,38,,, +osterfr01,1947,1,PIT,NL,12,10,26,24,12,3,0,549,181,78,18,68,66,0.25,3.84,,5,1,0,789,0,94,,, +overmst01,1947,1,DET,AL,11,5,28,17,7,3,0,422,142,59,9,44,33,0.25,3.77,,0,1,0,600,8,62,,, +pagejo01,1947,1,NYA,AL,14,8,56,2,0,0,17,424,105,39,5,72,116,0.2,2.48,,1,1,0,584,44,41,,, +palicer01,1947,1,BRO,NL,0,1,3,0,0,0,0,9,2,1,0,2,1,0.18,3,,0,1,0,15,1,1,,, +papisfr01,1947,1,CHA,AL,12,12,38,26,6,1,3,597,185,72,6,98,79,0.24,3.26,,6,2,0,871,9,82,,, +parneme01,1947,1,BOS,AL,2,3,15,5,1,0,0,152,60,36,1,27,23,0.29,6.39,,4,1,1,232,5,41,,, +passecl01,1947,1,CHN,NL,2,6,19,6,1,1,2,190,97,44,7,24,26,0.35,6.25,,3,1,0,309,9,54,,, +perkoha01,1947,1,CIN,NL,0,0,3,1,0,0,0,22,12,3,1,3,2,0.37,3.68,,0,0,0,35,1,3,,, +peterke01,1947,1,CIN,NL,6,13,37,17,3,1,2,457,156,72,8,62,78,0.26,4.25,,2,3,1,661,13,74,,, +piconma01,1947,1,NY1,NL,0,0,2,1,0,0,0,21,10,6,1,2,1,0.34,7.71,,1,0,0,31,1,6,,, +pierema01,1947,1,WS1,AL,2,4,23,10,2,1,0,250,97,39,3,47,32,0.28,4.21,,3,2,0,394,6,50,,, +poatra01,1947,1,NY1,NL,4,3,7,7,5,0,0,180,53,17,8,13,25,0.23,2.55,,1,0,1,239,0,18,,, +polivke01,1947,1,CIN,NL,0,0,2,0,0,0,0,9,3,1,0,3,1,0.25,3,,0,0,0,15,2,1,,, +polleho01,1947,1,SLN,NL,9,11,37,24,9,0,2,529,195,85,11,87,73,0.28,4.34,,4,3,0,784,5,96,,, +posselo01,1947,1,PHI,NL,0,0,2,0,0,0,0,13,5,2,0,0,1,0.38,4.15,,0,1,0,16,1,2,,, +pottene01,1947,1,SLA,AL,4,10,32,10,3,0,2,368,130,55,13,44,65,0.27,4.04,,1,2,0,529,19,61,,, +queenme01,1947,1,NYA,AL,0,0,5,0,0,0,0,20,9,7,2,4,2,0.32,9.45,,0,1,0,33,2,7,,, +queenme01,1947,2,PIT,NL,3,7,14,12,2,0,0,222,70,33,8,51,34,0.24,4.01,,0,1,1,343,1,39,,, +raffeke01,1947,1,PHI,NL,2,6,10,7,3,1,0,123,50,25,4,8,16,0.3,5.49,,0,1,0,176,0,30,,, +raffeke01,1947,2,CIN,NL,6,5,19,15,7,0,1,320,132,49,11,29,38,0.3,4.13,,0,0,0,472,3,54,,, +ramsdwi01,1947,1,BRO,NL,1,1,2,0,0,0,0,8,4,2,0,3,3,0.33,6.75,,0,1,0,17,1,6,,, +raschvi01,1947,1,NYA,AL,7,2,15,14,6,1,0,314,89,45,11,38,51,0.22,3.87,,2,1,0,436,0,47,,, +reynoal01,1947,1,NYA,AL,19,8,34,30,17,4,2,725,207,86,23,123,129,0.22,3.2,,8,4,0,1045,3,94,,, +riddlel01,1947,1,CIN,NL,1,0,16,3,0,0,0,91,42,28,5,31,8,0.33,8.31,,0,1,0,159,6,30,,, +rignejo01,1947,1,CHA,AL,2,3,11,7,2,0,0,152,42,11,3,15,19,0.22,1.95,,1,0,0,203,3,15,,, +roepr01,1947,1,PIT,NL,4,15,38,22,4,1,2,432,156,84,19,63,59,0.27,5.25,,1,0,1,635,8,93,,, +rowesc01,1947,1,PHI,NL,14,10,31,28,15,1,1,587,232,94,22,45,74,0.29,4.32,,2,3,0,851,3,106,,, +ruffire01,1947,1,CHA,AL,3,5,9,9,1,0,0,159,63,36,7,16,11,0.29,6.11,,3,0,0,235,0,39,,, +sainjo01,1947,1,BSN,NL,21,12,38,35,22,3,1,798,265,104,19,79,132,0.25,3.52,,3,4,0,1131,3,117,,, +sanfofr01,1947,1,SLA,AL,7,16,34,23,9,0,4,560,186,77,17,76,62,0.26,3.71,,3,0,0,803,7,89,,, +savagbo01,1947,1,PHA,AL,8,10,44,8,2,1,2,438,135,61,8,55,56,0.24,3.76,,1,0,0,614,20,71,,, +scarbra01,1947,1,WS1,AL,6,13,33,18,8,2,0,483,165,61,5,67,63,0.26,3.41,,2,1,2,695,5,74,,, +schanch01,1947,1,PHI,NL,2,4,34,6,1,0,2,305,107,47,7,47,42,0.29,4.16,,2,3,0,422,15,59,,, +scheica01,1947,1,PHA,AL,4,6,21,12,6,2,0,348,121,65,11,55,26,0.27,5.04,,6,2,2,505,6,68,,, +schmifr01,1947,1,SLN,NL,0,0,2,0,0,0,0,12,5,1,1,1,2,0.33,2.25,,0,0,0,16,1,2,,, +schmifr01,1947,2,PHI,NL,5,8,29,5,0,0,0,230,76,40,4,43,24,0.28,4.7,,4,4,0,322,14,44,,, +schmifr01,1947,3,CHN,NL,0,0,1,1,0,0,0,9,4,3,0,5,0,0.33,9,,0,0,0,19,0,3,,, +schmijo01,1947,1,CHN,NL,13,18,38,28,10,3,4,621,209,74,8,80,97,0.26,3.22,,6,2,0,894,9,91,,, +schulmi01,1947,1,CIN,NL,0,0,1,0,0,0,0,6,4,1,0,2,0,0.44,4.5,,0,0,0,11,0,2,,, +sewelri01,1947,1,PIT,NL,6,4,24,12,4,1,0,363,121,48,11,36,36,0.26,3.57,,1,3,0,504,8,58,,, +sheasp01,1947,1,NYA,AL,14,5,27,23,13,3,1,536,127,61,10,89,89,0.2,3.07,,0,4,0,734,3,63,,, +shouncl01,1947,1,CIN,NL,0,0,10,0,0,0,0,43,16,8,2,5,7,0.32,5.02,,0,1,0,57,4,8,,, +shouncl01,1947,2,BSN,NL,5,3,26,3,1,1,1,221,73,36,6,21,23,0.25,4.4,,0,0,0,312,9,41,,, +simmocu01,1947,1,PHI,NL,1,0,1,1,1,0,0,27,5,1,0,6,9,0.16,1,,0,0,0,37,0,1,,, +singlel01,1947,1,PIT,NL,2,2,36,3,0,0,1,201,70,47,9,39,24,0.26,6.31,,5,2,0,309,14,49,,, +smithed04,1947,1,CHA,AL,1,3,15,5,0,0,0,100,40,27,1,24,12,0.29,7.29,,1,0,0,166,6,36,,, +smithed04,1947,2,BOS,AL,1,3,8,3,0,0,0,51,18,14,3,18,15,0.26,7.41,,1,0,0,86,3,14,,, +spahnwa01,1947,1,BSN,NL,21,10,40,35,22,7,3,869,245,75,15,84,123,0.22,2.33,,5,1,0,1174,4,87,,, +spragho01,1947,1,PHI,NL,0,0,4,0,0,0,0,16,3,4,0,3,3,0.15,6.75,,0,0,0,22,1,4,,, +stalege01,1947,1,SLN,NL,1,0,18,1,1,0,0,88,33,9,2,8,14,0.28,2.76,,0,1,0,126,8,11,,, +starrdi01,1947,1,NYA,AL,1,0,4,1,1,0,0,37,12,2,1,8,1,0.25,1.46,,0,0,0,57,2,4,,, +stephbr01,1947,1,CLE,AL,5,10,31,5,1,0,1,276,79,41,6,39,34,0.23,4.01,,4,2,0,392,8,46,,, +stobbch01,1947,1,BOS,AL,0,1,4,1,0,0,0,27,10,6,0,10,5,0.29,6,,1,0,0,45,0,6,,, +strinni01,1947,1,PIT,NL,1,6,32,7,1,0,0,267,111,52,9,37,22,0.31,5.26,,0,2,0,397,10,59,,, +swartbu01,1947,1,SLA,AL,0,0,5,0,0,0,0,16,9,4,1,7,1,0.36,6.75,,0,0,0,32,5,6,,, +tayloha03,1947,1,BRO,NL,10,5,33,20,10,2,1,486,130,56,10,83,58,0.22,3.11,,5,5,0,673,2,63,,, +thompju01,1947,1,NY1,NL,4,2,15,0,0,0,0,107,36,17,3,27,13,0.27,4.29,,1,1,0,164,6,20,,, +toeneha01,1947,1,WS1,AL,0,1,3,1,0,0,0,20,11,5,0,2,5,0.37,6.75,,0,0,0,32,1,5,,, +tostlo01,1947,1,PIT,NL,0,0,1,0,0,0,0,3,3,1,0,0,0,0.6,9,,0,0,0,6,0,1,,, +trinkke01,1947,1,NY1,NL,8,4,62,0,0,0,10,281,100,39,3,48,37,0.27,3.75,,2,1,0,416,38,47,,, +troutdi01,1947,1,DET,AL,10,11,32,26,9,2,2,559,186,72,6,65,74,0.26,3.48,,2,3,1,795,6,85,,, +truckvi01,1947,1,DET,AL,10,12,36,26,8,2,2,542,186,91,14,79,108,0.26,4.53,,5,2,0,800,5,105,,, +vancujo01,1947,1,BRO,NL,0,0,2,0,0,0,0,10,5,2,0,1,2,0.35,5.4,,0,0,0,16,1,2,,, +vandejo01,1947,1,CIN,NL,9,14,30,29,9,3,0,558,186,91,11,87,79,0.26,4.4,,3,3,0,816,0,104,,, +voisebi01,1947,1,NY1,NL,1,4,11,5,1,0,0,128,44,22,4,22,20,0.28,4.64,,4,1,0,181,1,26,,, +voisebi01,1947,2,BSN,NL,8,7,22,20,7,0,0,394,146,63,10,51,59,0.28,4.32,,1,1,0,576,0,66,,, +waltebu01,1947,1,CIN,NL,8,8,20,20,5,2,0,366,137,78,15,49,43,0.27,5.75,,0,3,1,550,0,83,,, +wehmehe01,1947,1,CIN,NL,0,0,1,0,0,0,0,3,0,0,0,0,0,0,0,,0,0,0,3,1,0,,, +wenslbu01,1947,1,NYA,AL,3,1,11,5,1,0,0,155,41,15,3,22,18,0.21,2.61,,0,0,0,213,3,17,,, +whiteer01,1947,1,BSN,NL,0,0,1,1,0,0,0,12,1,0,0,1,1,0.08,0,,0,0,0,13,0,0,,, +whiteha01,1947,1,DET,AL,4,5,35,5,0,0,2,254,91,34,5,47,33,0.27,3.61,,4,2,0,380,13,43,,, +widmaal01,1947,1,BOS,AL,0,0,2,0,0,0,0,4,1,2,1,2,1,0.2,13.5,,0,0,0,7,1,2,,, +wightbi01,1947,1,NYA,AL,1,0,1,1,1,0,0,27,8,1,0,2,3,0.24,1,,0,0,0,35,0,3,,, +wilkste01,1947,1,SLN,NL,4,0,37,0,0,0,5,151,57,28,10,11,28,0.27,5.01,,0,2,0,221,19,33,,, +willile04,1947,1,CLE,AL,0,2,22,2,0,0,1,132,58,17,3,24,10,0.32,3.48,,1,0,0,207,13,26,,, +wolffro01,1947,1,CLE,AL,0,0,7,2,0,0,0,48,15,7,1,10,5,0.25,3.94,,0,2,0,72,3,7,,, +wolffro01,1947,2,PIT,NL,1,4,13,6,1,0,0,90,49,29,4,18,7,0.36,8.7,,0,1,0,155,4,33,,, +wrighed01,1947,1,BSN,NL,3,3,23,6,1,0,0,194,80,46,9,35,14,0.3,6.4,,1,2,0,305,6,52,,, +wynnea01,1947,1,WS1,AL,17,15,33,31,22,2,0,741,251,100,13,90,73,0.26,3.64,,4,5,0,1058,2,114,,, +wyseha01,1947,1,CHN,NL,6,9,37,19,5,1,1,426,158,68,12,64,53,0.28,4.31,,1,3,0,633,6,84,,, +zoldasa01,1947,1,SLA,AL,9,10,35,19,6,1,1,513,162,66,7,76,36,0.25,3.47,,1,0,1,725,8,76,,, +zuberbi01,1947,1,BOS,AL,1,0,20,1,0,0,0,152,60,30,4,31,23,0.31,5.33,,4,0,0,230,8,32,,, +andrehu01,1948,1,NY1,NL,0,0,1,0,0,0,0,9,3,0,0,0,0,0.3,0,,0,0,0,10,0,1,,, +antonjo02,1948,1,BSN,NL,0,0,4,0,0,0,1,12,2,1,0,3,0,0.14,2.25,,0,0,0,17,4,1,,, +bantaja01,1948,1,BRO,NL,0,1,2,1,0,0,0,10,5,3,0,5,1,0.38,8.1,,0,0,0,19,1,6,,, +barnere02,1948,1,BRO,NL,15,13,44,34,12,4,0,740,193,85,17,122,138,0.21,3.1,,4,6,1,1028,6,101,,, +barrere01,1948,1,BSN,NL,7,8,34,13,3,0,0,385,132,52,9,26,40,0.26,3.65,,0,0,0,527,8,56,,, +beardge01,1948,1,CLE,AL,20,7,37,29,15,6,1,689,187,62,9,106,80,0.22,2.43,,5,3,0,935,4,72,,, +beazljo01,1948,1,BSN,NL,0,1,3,2,0,0,0,48,19,8,2,7,4,0.28,4.5,,1,0,0,75,1,13,,, +beerscl01,1948,1,SLN,NL,0,0,1,0,0,0,0,2,3,1,0,1,0,0.5,13.5,,1,0,0,7,0,4,,, +beggsjo01,1948,1,NY1,NL,0,0,1,0,0,0,0,1,2,0,0,0,0,0.66,0,,0,0,0,3,0,0,,, +behrmha01,1948,1,BRO,NL,5,4,34,4,2,1,7,273,95,41,7,42,42,0.26,4.05,,3,3,0,403,14,51,,, +bentoal01,1948,1,DET,AL,2,2,30,0,0,0,3,133,45,28,4,36,18,0.27,5.68,,1,1,0,210,10,34,,, +bickfve01,1948,1,BSN,NL,11,5,33,22,10,1,1,438,125,53,9,63,60,0.22,3.27,,0,3,0,625,5,59,,, +bicknch01,1948,1,PHI,NL,0,1,17,1,0,0,0,77,29,17,5,17,5,0.28,5.96,,4,0,0,120,9,20,,, +biscafr01,1948,1,SLA,AL,6,7,47,4,1,0,2,296,129,67,3,71,45,0.32,6.11,,6,9,0,494,22,78,,, +blackdo01,1948,1,CLE,AL,2,2,18,10,1,0,0,156,57,31,5,40,16,0.28,5.37,,0,1,0,249,3,33,,, +blackew01,1948,1,CIN,NL,7,9,22,20,4,1,1,416,134,70,12,52,114,0.25,4.54,,1,4,0,599,2,73,,, +blackji01,1948,1,CIN,NL,0,2,16,0,0,0,0,97,38,15,1,14,10,0.3,4.18,,0,0,0,144,5,18,,, +bonhati01,1948,1,PIT,NL,6,10,22,20,7,0,0,407,145,65,18,23,42,0.27,4.31,,0,3,0,556,0,71,,, +borowha01,1948,1,CHN,NL,5,10,39,17,2,1,1,381,156,69,9,49,50,0.3,4.89,,3,0,0,564,12,80,,, +bradlfr01,1948,1,CHA,AL,0,0,8,0,0,0,0,47,11,8,2,4,2,0.19,4.6,,0,1,0,66,4,12,,, +brancra01,1948,1,BRO,NL,14,9,36,28,11,1,1,647,189,84,24,80,122,0.23,3.51,,9,4,0,905,4,93,,, +brazlal01,1948,1,SLN,NL,10,6,42,23,6,2,1,469,171,66,8,50,55,0.28,3.8,,2,0,1,673,9,77,,, +brechha01,1948,1,SLN,NL,20,7,33,30,21,7,1,700,193,58,6,49,149,0.22,2.24,,2,2,1,931,1,62,,, +brisslo01,1948,1,PHA,AL,14,10,39,25,11,0,5,582,202,89,6,95,127,0.26,4.13,,7,2,0,862,13,100,,, +burkhke01,1948,1,SLN,NL,0,0,20,0,0,0,1,112,50,23,4,14,16,0.33,5.54,,0,2,0,171,7,24,,, +burkhke01,1948,2,CIN,NL,0,3,16,0,0,0,0,125,42,32,3,16,14,0.25,6.91,,0,1,1,182,8,34,,, +byrneto01,1948,1,NYA,AL,8,5,31,11,5,1,2,401,79,49,8,101,93,0.17,3.3,,3,9,0,579,11,55,,, +caldwea01,1948,1,CHA,AL,1,5,25,1,0,0,3,117,53,23,3,22,10,0.33,5.31,,0,2,0,185,16,25,,, +caldwea01,1948,2,BOS,AL,1,1,8,0,0,0,0,27,11,13,2,11,5,0.33,13,,0,1,0,46,3,14,,, +candimi01,1948,1,WS1,AL,2,3,35,4,1,0,3,283,96,54,1,63,23,0.26,5.15,,0,1,0,430,14,56,,, +carlsdo01,1948,1,CHN,NL,0,0,1,0,0,0,0,3,5,4,0,2,1,0.62,36,,0,0,0,10,0,4,,, +caseyhu01,1948,1,BRO,NL,3,0,22,0,0,0,4,108,59,32,6,17,7,0.39,8,,1,2,0,172,11,36,,, +chambcl01,1948,1,CHN,NL,2,9,29,12,3,1,0,311,100,51,4,48,51,0.25,4.43,,0,3,0,452,10,57,,, +chesnbo01,1948,1,PIT,NL,14,6,25,23,15,0,0,583,180,77,13,90,69,0.24,3.57,,6,4,2,829,0,92,,, +chipmbo01,1948,1,CHN,NL,2,1,34,3,0,0,4,181,73,24,5,24,16,0.29,3.58,,1,0,0,279,13,34,,, +chrisru01,1948,1,CLE,AL,3,2,45,0,0,0,17,177,55,19,3,27,14,0.24,2.9,,1,0,0,255,28,21,,, +colemjo04,1948,1,PHA,AL,14,13,33,29,13,3,0,647,224,98,11,90,86,0.26,4.09,,6,1,1,944,2,105,,, +coopeca01,1948,1,WS1,AL,0,0,1,0,0,0,0,3,5,5,1,1,0,0.62,45,,1,0,0,9,0,5,,, +cresswa01,1948,1,CIN,NL,0,1,30,2,1,0,0,180,60,30,2,42,33,0.27,4.5,,0,1,0,266,13,32,,, +dealco01,1948,1,BOS,AL,1,0,4,0,0,0,0,12,3,0,0,3,2,0.2,0,,3,0,0,18,4,0,,, +dicksmu01,1948,1,SLN,NL,12,16,42,29,11,1,1,757,257,116,39,85,113,0.26,4.14,,1,0,0,1064,8,121,,, +dietrbi01,1948,1,PHA,AL,1,2,4,2,0,0,0,46,21,10,0,9,5,0.35,5.87,,1,0,0,70,2,10,,, +doberje01,1948,1,CHN,NL,7,2,54,0,0,0,1,257,67,30,8,40,48,0.21,3.15,,0,1,0,365,27,33,,, +dobsojo01,1948,1,BOS,AL,16,10,38,32,16,5,2,736,237,97,14,92,116,0.25,3.56,,6,1,1,1044,5,115,,, +donnebl01,1948,1,PHI,NL,5,7,26,19,8,1,2,395,125,54,13,49,46,0.26,3.69,,1,0,0,536,6,65,,, +dorisha01,1948,1,BOS,AL,0,1,9,0,0,0,0,43,18,9,1,6,5,0.28,5.65,,2,0,0,71,1,13,,, +dreiscl01,1948,1,SLA,AL,0,2,13,0,0,0,1,67,28,14,6,8,6,0.31,5.64,,0,0,0,97,9,15,,, +dreiscl01,1948,2,NY1,NL,0,0,4,0,0,0,1,38,17,8,3,5,2,0.32,5.68,,0,0,0,58,2,8,,, +drewska01,1948,1,NYA,AL,2,3,19,2,0,0,1,114,35,16,3,31,11,0.24,3.79,,1,0,1,176,8,17,,, +drewska01,1948,2,SLA,AL,3,2,20,2,0,0,2,114,43,34,3,38,11,0.28,8.05,,3,0,0,189,6,35,,, +dubiemo01,1948,1,PHI,NL,8,10,37,17,6,2,4,451,139,65,13,58,42,0.24,3.89,,1,1,0,628,10,84,,, +dusaker01,1948,1,SLN,NL,0,0,1,0,0,0,0,3,0,0,0,1,0,0,0,,1,0,0,4,1,0,,, +elliogl01,1948,1,BSN,NL,1,0,1,1,0,0,0,9,5,1,0,1,2,0.35,3,,0,0,0,15,0,1,,, +embrere01,1948,1,NYA,AL,5,3,20,8,4,0,0,230,77,32,6,30,25,0.26,3.76,,1,1,0,329,6,37,,, +erauted01,1948,1,CIN,NL,0,0,2,0,0,0,0,9,3,2,0,1,0,0.25,6,,0,0,0,13,2,2,,, +erickpa01,1948,1,CHN,NL,0,0,3,0,0,0,0,17,7,4,0,6,4,0.29,6.35,,0,0,0,31,0,5,,, +erickpa01,1948,2,PHI,NL,2,0,4,2,0,0,0,52,19,10,2,17,5,0.29,5.19,,1,0,0,83,0,10,,, +erickpa01,1948,3,NY1,NL,0,0,2,0,0,0,0,3,0,0,0,2,1,0,0,,0,0,0,5,1,0,,, +erskica01,1948,1,BRO,NL,6,3,17,9,3,0,0,192,51,23,5,35,29,0.23,3.23,,0,1,0,263,4,28,,, +fannicl01,1948,1,SLA,AL,10,14,34,29,10,3,1,641,198,99,14,104,102,0.24,4.17,,3,1,0,921,3,106,,, +fellebo01,1948,1,CLE,AL,19,15,44,38,18,2,3,841,255,111,20,116,164,0.24,3.56,,2,2,0,1186,3,123,,, +ferrida01,1948,1,BOS,AL,7,3,31,9,1,0,3,346,127,67,7,61,30,0.28,5.23,,0,7,0,518,13,71,,, +ferrito01,1948,1,WS1,AL,2,5,37,0,0,0,10,221,75,34,3,38,34,0.26,4.15,,1,0,0,330,26,37,,, +fowledi01,1948,1,PHA,AL,15,8,29,26,16,2,2,614,221,86,15,76,50,0.28,3.78,,0,4,1,879,2,93,,, +foxho01,1948,1,CIN,NL,6,9,34,24,5,0,1,513,185,86,11,62,63,0.28,4.53,,4,1,0,737,3,100,,, +galehde01,1948,1,BOS,AL,8,8,27,15,6,1,3,412,152,61,10,46,38,0.28,4,,0,2,0,595,7,68,,, +garcimi01,1948,1,CLE,AL,0,0,1,0,0,0,0,6,3,0,0,0,1,0.33,0,,0,0,0,9,0,0,,, +garcira01,1948,1,WS1,AL,0,0,4,0,0,0,0,11,11,7,0,4,2,0.52,17.18,,0,1,0,26,2,7,,, +garvene01,1948,1,SLA,AL,7,11,38,24,7,0,5,594,200,75,14,95,75,0.26,3.41,,5,1,0,848,7,92,,, +gentrru01,1948,1,DET,AL,0,0,4,0,0,0,0,20,5,2,0,5,1,0.2,2.7,,0,1,0,30,2,2,,, +gerheal01,1948,1,SLA,AL,0,3,14,2,0,0,0,70,32,19,0,10,10,0.31,7.33,,0,1,0,115,5,23,,, +getteal01,1948,1,CLE,AL,0,1,5,2,0,0,0,23,15,15,2,10,4,0.38,17.61,,0,1,0,50,1,15,,, +getteal01,1948,2,CHA,AL,8,10,22,19,7,0,1,444,154,66,7,60,49,0.26,4.01,,2,4,3,646,2,76,,, +gillebo01,1948,1,CHA,AL,0,4,25,6,1,0,0,216,81,41,3,33,19,0.28,5.13,,3,1,0,319,8,45,,, +goodwji01,1948,1,CHA,AL,0,0,8,1,0,0,1,31,9,10,0,12,3,0.23,8.71,,0,1,0,53,2,11,,, +grasmlo01,1948,1,PHI,NL,0,0,2,0,0,0,0,15,3,4,1,8,2,0.17,7.2,,0,0,0,25,1,4,,, +grayte01,1948,1,DET,AL,6,2,26,11,3,1,0,256,73,40,2,72,60,0.23,4.22,,4,3,0,392,6,43,,, +greggha01,1948,1,PIT,NL,2,4,22,8,1,0,1,223,72,38,3,34,25,0.25,4.6,,0,3,0,322,9,40,,, +gromest01,1948,1,CLE,AL,9,3,38,9,4,1,2,390,109,41,10,51,50,0.22,2.84,,3,6,0,546,10,52,,, +grother02,1948,1,CLE,AL,0,0,1,0,0,0,0,3,1,1,0,2,0,0.25,9,,0,0,0,6,1,1,,, +groveor01,1948,1,CHA,AL,2,10,32,11,1,0,1,263,110,60,6,42,18,0.31,6.16,,4,3,0,404,13,64,,, +gumbeha01,1948,1,CIN,NL,10,8,61,0,0,0,17,319,123,41,5,34,25,0.29,3.47,,2,0,0,464,46,50,,, +gumpera01,1948,1,NYA,AL,1,0,15,0,0,0,0,75,27,8,0,6,12,0.26,2.88,,1,1,0,109,8,10,,, +gumpera01,1948,2,CHA,AL,2,6,16,11,6,1,0,292,103,41,6,13,31,0.27,3.79,,1,2,0,401,5,43,,, +hackewa02,1948,1,CHN,NL,0,1,3,1,0,0,0,9,7,7,0,3,0,0.43,21,,0,0,0,19,1,7,,, +haefnmi01,1948,1,WS1,AL,5,13,28,20,4,0,0,443,151,66,7,61,45,0.26,4.02,,4,6,0,648,5,86,,, +halleja01,1948,1,NY1,NL,0,0,2,0,0,0,0,12,3,2,0,4,3,0.21,4.5,,0,0,0,18,1,3,,, +halljo01,1948,1,BRO,NL,0,0,3,0,0,0,0,13,4,3,1,2,2,0.26,6.23,,0,0,0,19,1,3,,, +hamnera01,1948,1,CHN,NL,5,9,27,17,5,0,0,334,110,58,12,69,53,0.25,4.69,,2,5,1,506,4,63,,, +hansean01,1948,1,NY1,NL,5,3,36,9,3,0,1,300,96,33,4,36,27,0.25,2.97,,1,0,0,419,11,40,,, +harribu02,1948,1,PHA,AL,5,2,45,0,0,0,5,281,89,43,2,35,32,0.24,4.13,,1,1,1,398,19,51,,, +harriea01,1948,1,CHA,AL,1,3,11,1,0,0,0,69,23,15,4,13,14,0.26,5.87,,1,3,0,106,5,17,,, +harriea01,1948,2,WS1,AL,3,3,23,4,0,0,0,182,70,31,1,37,21,0.29,4.6,,0,3,0,282,10,35,,, +harrimi01,1948,1,BOS,AL,7,10,20,17,6,1,0,341,120,67,10,59,42,0.27,5.3,,2,1,1,505,1,73,,, +hartucl01,1948,1,NY1,NL,8,8,36,19,6,2,1,460,146,81,15,72,42,0.25,4.75,,2,5,0,655,7,89,,, +hattejo01,1948,1,BRO,NL,13,10,42,30,11,1,0,626,228,83,9,94,73,0.28,3.58,,4,3,0,916,8,93,,, +haugsph01,1948,1,BRO,NL,0,0,1,0,0,0,0,3,1,0,0,0,0,0.33,0,,0,0,0,4,1,0,,, +haynejo01,1948,1,CHA,AL,9,10,27,22,6,0,0,449,167,66,13,52,40,0.28,3.97,,3,2,0,653,2,79,,, +hearnji01,1948,1,SLN,NL,8,6,34,13,3,0,1,269,92,42,9,35,27,0.27,4.22,,2,2,0,384,17,44,,, +heintke01,1948,1,PHI,NL,6,11,27,16,5,2,2,390,117,62,10,45,57,0.24,4.29,,5,1,0,536,3,66,,, +hetkijo01,1948,1,CIN,NL,0,1,3,0,0,0,0,20,8,7,0,3,3,0.28,9.45,,1,0,0,33,0,7,,, +heussed01,1948,1,PHI,NL,3,2,33,0,0,0,3,222,89,41,9,28,22,0.29,4.99,,1,0,0,330,21,46,,, +higbeki01,1948,1,PIT,NL,8,7,56,8,3,0,10,474,140,59,11,83,86,0.24,3.36,,4,3,1,681,31,75,,, +hillefr01,1948,1,NYA,AL,5,2,22,5,1,0,0,187,59,28,8,30,25,0.24,4.04,,0,1,0,276,5,29,,, +hoguebo01,1948,1,BSN,NL,8,2,40,1,0,0,2,259,88,31,4,19,43,0.26,3.23,,0,2,0,359,15,34,,, +holbowa01,1948,1,PHA,AL,1,2,5,1,1,0,0,52,32,11,1,7,3,0.42,5.71,,0,0,0,88,1,12,,, +holcoke01,1948,1,CIN,NL,0,0,2,0,0,0,0,7,3,2,0,0,2,0.3,7.71,,0,0,0,10,1,2,,, +houttar01,1948,1,DET,AL,2,16,43,20,4,0,10,493,186,85,11,52,74,0.28,4.66,,3,2,0,716,15,101,,, +hudsosi01,1948,1,WS1,AL,4,16,39,29,4,0,1,546,217,119,11,107,53,0.29,5.88,,1,6,0,856,5,128,,, +hugheto04,1948,1,CIN,NL,0,4,12,4,0,0,0,81,43,27,3,24,7,0.36,9,,2,0,0,147,3,28,,, +hughste01,1948,1,BOS,AL,3,1,15,0,0,0,0,58,21,11,0,7,6,0.27,5.12,,0,0,0,84,11,14,,, +hutchfr01,1948,1,DET,AL,13,11,33,28,15,0,0,663,223,106,32,48,92,0.25,4.32,,2,1,0,925,3,119,,, +jacobto01,1948,1,CHN,NL,0,0,1,0,0,0,0,6,3,1,1,0,2,0.33,4.5,,0,0,0,9,1,1,,, +jansela01,1948,1,NY1,NL,18,12,42,36,15,4,2,831,283,111,25,54,126,0.26,3.61,,0,3,0,1137,4,125,,, +johnsea01,1948,1,BOS,AL,10,4,35,3,1,0,5,274,98,46,7,42,45,0.27,4.53,,2,0,1,402,21,49,,, +johnske01,1948,1,SLN,NL,2,4,13,4,0,0,0,136,43,24,1,30,20,0.26,4.76,,2,1,0,198,2,27,,, +jonessh01,1948,1,NY1,NL,16,8,55,21,8,1,5,604,204,75,16,90,82,0.26,3.35,,10,6,0,879,17,89,,, +juddos01,1948,1,PHI,NL,0,2,4,1,0,0,0,43,19,11,1,11,7,0.31,6.91,,0,0,0,73,1,14,,, +judsoho01,1948,1,CHA,AL,4,5,40,5,1,0,8,322,102,57,7,56,38,0.25,4.78,,2,3,1,465,18,60,,, +kellnal01,1948,1,PHA,AL,0,0,13,1,0,0,0,69,21,20,0,16,14,0.23,7.83,,3,2,0,107,5,20,,, +kennebi02,1948,1,CLE,AL,1,0,6,3,0,0,0,34,16,14,0,13,12,0.33,11.12,,0,0,0,62,0,14,,, +kennebi02,1948,2,SLA,AL,7,8,26,20,3,0,0,396,132,69,10,104,77,0.25,4.7,,5,5,0,624,5,82,,, +kennemo01,1948,1,NY1,NL,3,9,25,16,7,1,0,343,118,51,10,57,63,0.26,4.01,,3,3,0,510,3,64,,, +kindeel01,1948,1,BOS,AL,10,7,28,22,10,1,0,534,183,74,10,63,53,0.26,3.74,,2,2,0,762,3,84,,, +kingcl01,1948,1,BRO,NL,0,1,9,0,0,0,0,37,14,11,3,6,5,0.28,8.03,,0,1,0,56,3,11,,, +kliemed01,1948,1,CLE,AL,3,2,44,0,0,0,4,239,62,23,3,46,18,0.22,2.6,,1,2,0,330,18,26,,, +koechdi01,1948,1,PHI,NL,0,1,3,0,0,0,0,18,4,2,0,3,2,0.23,3,,0,0,0,21,3,2,,, +konikal01,1948,1,NY1,NL,2,3,22,1,0,0,1,100,46,28,7,17,9,0.34,7.56,,0,0,0,154,6,34,,, +konstji01,1948,1,PHI,NL,1,0,6,0,0,0,2,29,7,1,0,2,7,0.23,0.93,,0,0,0,33,5,1,,, +kosloda01,1948,1,NY1,NL,8,10,35,18,5,3,3,447,168,64,7,62,58,0.29,3.87,,1,1,0,655,6,69,,, +krameja01,1948,1,BOS,AL,18,5,29,29,14,2,0,615,233,99,12,64,72,0.28,4.35,,3,0,0,891,0,104,,, +kretllo01,1948,1,DET,AL,2,1,5,2,1,0,0,70,21,12,1,11,9,0.23,4.63,,0,0,0,101,2,14,,, +kushem01,1948,1,CHN,NL,1,4,34,1,0,0,3,216,70,35,5,37,31,0.25,4.38,,3,2,0,326,17,39,,, +ladedo01,1948,1,CHN,NL,5,6,19,12,6,0,0,262,99,39,4,31,29,0.28,4.02,,2,1,0,386,2,44,,, +lakemal01,1948,1,PHI,NL,0,0,1,0,0,0,0,2,1,1,1,0,0,0.33,13.5,,0,0,0,3,1,1,,, +leeth01,1948,1,NY1,NL,1,3,11,4,1,0,0,98,41,16,3,12,17,0.3,4.41,,0,1,0,150,0,20,,, +lemonbo01,1948,1,CLE,AL,20,14,43,37,20,10,2,881,231,92,12,129,147,0.21,2.82,,3,3,0,1214,2,104,,, +leonadu02,1948,1,PHI,NL,12,17,34,30,16,1,0,677,226,63,9,54,92,0.26,2.51,,4,4,0,920,2,85,,, +lindely01,1948,1,CLE,AL,0,0,3,0,0,0,0,30,9,6,1,4,0,0.24,5.4,,0,0,0,41,1,6,,, +livelbu01,1948,1,CIN,NL,0,0,10,0,0,0,0,68,13,6,0,11,12,0.16,2.38,,0,1,0,92,5,7,,, +lombalo01,1948,1,NY1,NL,0,0,2,0,0,0,0,16,5,4,1,5,0,0.25,6.75,,1,1,0,27,0,4,,, +lombavi01,1948,1,PIT,NL,10,9,38,17,9,0,4,489,156,67,9,67,54,0.25,3.7,,1,2,1,689,15,72,,, +lopated01,1948,1,NYA,AL,17,11,33,31,13,3,0,680,246,92,16,66,83,0.28,3.65,,3,2,2,958,1,106,,, +lyonsal01,1948,1,BSN,NL,1,0,7,0,0,0,0,38,17,11,1,8,5,0.3,7.82,,0,0,0,64,1,11,,, +mainwo01,1948,1,PIT,NL,1,1,17,0,0,0,0,81,35,25,4,19,12,0.32,8.33,,0,0,1,130,6,27,,, +marchph01,1948,1,PHA,AL,9,15,33,30,12,1,0,679,214,114,19,131,66,0.25,4.53,,7,4,0,1007,3,133,,, +marshcu01,1948,1,NYA,AL,0,0,1,0,0,0,0,3,0,0,0,3,0,0,0,,0,0,0,6,1,0,,, +martira01,1948,1,BSN,NL,0,0,2,0,0,0,0,7,0,0,0,1,0,0,0,,0,0,0,8,2,0,,, +mastewa02,1948,1,WS1,AL,8,15,33,27,9,2,2,564,171,80,12,122,72,0.24,3.83,,3,4,0,829,4,88,,, +mccahbi01,1948,1,PHA,AL,4,7,17,15,5,0,0,260,98,55,8,65,20,0.28,5.71,,3,0,0,417,2,58,,, +mccaldu01,1948,1,CHN,NL,4,13,30,20,5,0,0,454,158,81,14,85,89,0.26,4.82,,4,1,0,684,2,93,,, +mccalwi01,1948,1,BOS,AL,0,1,1,1,0,0,0,4,6,3,1,1,0,0.6,20.25,,0,0,0,11,0,3,,, +mcdermi03,1948,1,BOS,AL,0,0,7,0,0,0,0,70,16,16,2,35,17,0.2,6.17,,3,1,1,114,5,18,,, +mcgowmi01,1948,1,NY1,NL,0,0,3,0,0,0,0,11,3,3,1,4,2,0.23,7.36,,0,0,0,18,1,3,,, +mclisca01,1948,1,PIT,NL,0,0,2,1,0,0,0,15,8,5,0,2,1,0.4,9,,1,0,0,22,0,5,,, +meyerru01,1948,1,CHN,NL,10,10,29,26,8,3,0,494,157,67,8,77,89,0.25,3.66,,3,1,1,702,2,75,,, +minnepa01,1948,1,BRO,NL,4,3,28,2,0,0,1,188,61,17,5,26,23,0.25,2.44,,2,0,0,269,11,23,,, +mouldgl01,1948,1,CHA,AL,3,6,33,9,0,0,2,257,108,61,8,54,26,0.31,6.41,,5,1,1,408,11,67,,, +muncrbo01,1948,1,CLE,AL,5,4,21,9,1,1,0,217,76,32,8,31,24,0.27,3.98,,0,0,0,309,8,37,,, +mungere01,1948,1,SLN,NL,10,11,39,25,7,2,0,498,179,83,13,74,72,0.27,4.5,,2,1,0,738,3,91,,, +nahemsa01,1948,1,PHI,NL,3,3,28,1,0,0,0,177,68,46,4,45,30,0.28,7.02,,1,3,2,289,17,52,,, +newhoha01,1948,1,DET,AL,21,12,39,35,19,2,1,817,249,91,10,99,143,0.24,3.01,,5,1,0,1146,4,109,,, +newsobo01,1948,1,NY1,NL,0,4,11,4,0,0,0,77,35,12,1,13,9,0.33,4.21,,1,0,0,123,1,16,,, +osterfr01,1948,1,PIT,NL,8,11,23,22,10,2,0,403,143,66,13,41,43,0.26,4.42,,4,1,0,597,0,73,,, +ostrojo02,1948,1,SLA,AL,4,6,26,9,3,0,3,235,108,52,6,17,20,0.33,5.97,,1,0,1,347,11,54,,, +overmst01,1948,1,DET,AL,3,4,37,4,0,0,3,199,89,44,5,31,14,0.32,5.97,,3,0,0,313,16,48,,, +pagejo01,1948,1,NYA,AL,7,8,55,1,0,0,16,323,116,51,6,66,77,0.27,4.26,,2,1,0,503,38,59,,, +paigesa01,1948,1,CLE,AL,6,1,21,7,3,2,1,218,61,20,2,22,43,0.22,2.48,,1,1,2,298,5,21,,, +palicer01,1948,1,BRO,NL,6,6,41,10,3,0,3,376,111,62,13,58,74,0.23,4.45,,3,3,0,531,14,63,,, +palmmi01,1948,1,BOS,AL,0,0,3,0,0,0,0,9,6,2,0,5,1,0.4,6,,0,0,0,20,0,2,,, +papaial01,1948,1,SLN,NL,0,1,10,0,0,0,0,48,14,9,3,7,8,0.24,5.06,,1,0,0,67,7,10,,, +papisfr01,1948,1,CHA,AL,2,8,32,14,2,0,4,286,97,53,7,75,41,0.26,5,,2,3,0,453,12,65,,, +parneme01,1948,1,BOS,AL,15,8,35,27,16,1,0,636,205,74,7,90,77,0.25,3.14,,3,4,2,916,5,87,,, +pearsik01,1948,1,CHA,AL,2,3,23,2,0,0,1,159,62,29,8,27,12,0.29,4.92,,2,2,0,245,14,32,,, +peterke01,1948,1,CIN,NL,2,15,43,17,2,0,1,411,146,70,10,59,64,0.27,4.6,,2,6,0,611,12,82,,, +piercbi02,1948,1,DET,AL,3,0,22,5,0,0,0,166,47,39,5,51,36,0.23,6.34,,1,1,0,258,9,40,,, +pierema01,1948,1,WS1,AL,0,2,8,1,0,0,0,35,18,14,1,7,6,0.37,10.8,,0,0,0,56,3,14,,, +pierema01,1948,2,CHA,AL,8,10,21,18,4,0,1,360,117,66,6,52,28,0.26,4.95,,2,0,0,516,2,70,,, +poatra01,1948,1,NY1,NL,11,10,39,24,7,3,0,473,162,76,21,67,57,0.26,4.34,,1,3,1,698,8,95,,, +polleho01,1948,1,SLN,NL,13,8,36,26,11,0,0,559,216,94,10,67,80,0.28,4.54,,3,2,0,826,2,102,,, +portebo01,1948,1,NYA,AL,5,3,16,12,2,1,0,234,85,39,5,34,30,0.27,4.5,,1,0,2,349,2,42,,, +portoal01,1948,1,PHI,NL,0,0,3,0,0,0,0,12,2,0,0,1,1,0.14,0,,0,0,0,15,1,0,,, +posselo01,1948,1,PHI,NL,1,1,3,2,1,0,0,44,17,8,3,4,7,0.3,4.91,,0,0,0,60,0,8,,, +pottene01,1948,1,SLA,AL,1,1,2,2,0,0,0,31,11,6,1,4,4,0.26,5.23,,0,2,0,49,0,7,,, +pottene01,1948,2,PHA,AL,2,2,8,0,0,0,1,54,17,8,1,5,13,0.25,4,,0,0,0,75,5,8,,, +pottene01,1948,3,BSN,NL,5,2,18,7,3,0,2,255,77,22,4,8,47,0.24,2.33,,1,0,0,332,9,27,,, +prendji01,1948,1,BSN,NL,1,1,10,2,0,0,1,50,30,19,1,5,3,0.38,10.26,,0,0,0,84,4,20,,, +queenme01,1948,1,PIT,NL,4,4,25,8,0,0,1,199,82,49,8,40,34,0.3,6.65,,1,3,0,316,6,51,,, +raffeke01,1948,1,CIN,NL,11,12,40,24,7,4,0,541,187,77,15,37,57,0.25,3.84,,0,1,0,772,9,88,,, +ramsdwi01,1948,1,BRO,NL,4,4,27,1,0,0,4,151,48,29,6,41,34,0.25,5.19,,2,3,0,241,14,35,,, +raschvi01,1948,1,NYA,AL,19,8,36,31,18,6,1,668,208,95,15,74,124,0.24,3.84,,5,3,0,929,2,103,,, +reynoal01,1948,1,NYA,AL,16,7,39,31,11,1,3,709,240,99,17,111,101,0.26,3.77,,9,4,0,1017,5,108,,, +riddlel01,1948,1,PIT,NL,12,10,28,27,12,3,1,573,184,74,20,81,63,0.25,3.49,,9,3,0,828,1,83,,, +roberro01,1948,1,PHI,NL,7,9,20,20,9,0,0,440,148,52,10,61,84,0.27,3.19,,1,4,0,604,0,63,,, +roepr01,1948,1,BRO,NL,12,8,34,22,8,2,2,533,156,52,14,33,86,0.23,2.63,,5,2,0,713,7,60,,, +rotblma01,1948,1,CHA,AL,0,1,7,2,0,0,0,55,19,16,0,23,4,0.27,7.85,,0,1,0,95,3,16,,, +rowesc01,1948,1,PHI,NL,10,10,30,20,8,0,2,444,167,67,5,31,46,0.28,4.07,,1,2,1,637,8,74,,, +rushbo01,1948,1,CHN,NL,5,11,36,16,4,0,0,400,153,58,8,37,72,0.28,3.92,,3,1,0,579,9,70,,, +sainjo01,1948,1,BSN,NL,24,15,42,39,28,4,1,944,297,91,19,83,137,0.24,2.6,,2,5,0,1313,3,105,,, +sanfofr01,1948,1,SLA,AL,12,21,42,33,9,1,2,681,250,117,19,91,79,0.27,4.64,,4,2,0,997,7,123,,, +savagbo01,1948,1,PHA,AL,5,1,33,1,1,0,5,226,98,52,9,33,26,0.31,6.21,,5,0,1,346,19,55,,, +scarbra01,1948,1,WS1,AL,15,8,31,26,9,0,1,556,166,58,10,72,76,0.23,2.82,,2,3,0,790,3,71,,, +scheica01,1948,1,PHA,AL,14,8,32,24,15,1,0,596,219,87,14,76,44,0.28,3.94,,2,1,0,855,7,90,,, +schmijo01,1948,1,CHN,NL,18,13,34,30,18,2,1,726,186,71,11,97,100,0.21,2.64,,6,2,0,986,4,92,,, +schwabl01,1948,1,SLA,AL,1,1,12,5,0,0,0,95,44,30,3,21,7,0.33,8.53,,1,0,0,156,3,34,,, +sewelri01,1948,1,PIT,NL,13,3,21,17,7,0,0,365,126,47,9,37,36,0.26,3.48,,1,1,0,522,3,51,,, +sexauel01,1948,1,BRO,NL,0,0,2,0,0,0,0,2,0,1,0,2,0,0,13.5,,0,0,0,4,1,1,,, +sheasp01,1948,1,NYA,AL,9,10,28,22,8,3,1,467,117,59,10,87,71,0.2,3.41,,1,2,1,663,4,66,,, +shorera01,1948,1,SLA,AL,1,2,17,4,0,0,0,114,40,27,2,35,12,0.27,6.39,,4,4,0,190,6,30,,, +shouncl01,1948,1,BSN,NL,5,1,36,2,1,0,4,222,77,33,7,20,25,0.26,4.01,,2,0,0,310,16,37,,, +simmocu01,1948,1,PHI,NL,7,13,31,23,7,0,0,510,169,92,8,108,86,0.26,4.87,,6,2,0,758,4,110,,, +singlel01,1948,1,PIT,NL,4,6,38,5,1,0,2,277,90,51,11,40,53,0.25,4.97,,9,1,0,404,17,52,,, +sloatle01,1948,1,BRO,NL,0,1,4,1,0,0,0,22,7,5,0,8,1,0.28,6.14,,0,0,0,34,0,5,,, +spahnwa01,1948,1,BSN,NL,15,12,36,35,16,3,1,771,237,106,19,77,114,0.24,3.71,,4,1,0,1064,1,115,,, +stalege01,1948,1,SLN,NL,4,4,31,3,0,0,0,156,61,40,5,21,23,0.28,6.92,,1,0,0,237,9,44,,, +starrdi01,1948,1,NYA,AL,0,0,1,0,0,0,0,6,0,1,0,2,2,0,4.5,,0,0,1,8,1,1,,, +stephbr01,1948,1,SLA,AL,3,6,43,12,2,0,3,368,141,82,14,67,35,0.28,6.02,,7,4,0,530,14,94,,, +stobbch01,1948,1,BOS,AL,0,0,6,0,0,0,0,21,9,5,0,7,4,0.32,6.43,,0,0,0,35,6,5,,, +strinni01,1948,1,PIT,NL,0,0,3,0,0,0,0,13,8,4,0,2,1,0.44,8.31,,0,0,0,20,2,4,,, +strinni01,1948,2,PHI,NL,0,1,6,1,0,0,0,50,26,17,1,10,4,0.34,9.18,,0,0,0,86,2,18,,, +tayloha03,1948,1,BRO,NL,2,7,17,13,2,0,0,242,90,48,8,61,32,0.28,5.36,,2,3,1,382,2,55,,, +thompfo01,1948,1,WS1,AL,6,10,46,7,0,0,4,394,134,56,9,54,40,0.26,3.84,,1,1,0,582,24,71,,, +thompjo01,1948,1,PHI,NL,1,0,2,2,1,0,0,39,10,4,0,9,7,0.23,2.77,,0,0,0,52,0,4,,, +trinkke01,1948,1,NY1,NL,4,5,53,0,0,0,7,212,66,25,6,41,20,0.24,3.18,,3,3,0,316,31,28,,, +troutdi01,1948,1,DET,AL,10,14,32,23,11,2,2,551,193,70,6,73,91,0.26,3.43,,3,2,1,803,6,87,,, +truckvi01,1948,1,DET,AL,14,13,43,26,7,0,2,635,190,89,14,85,123,0.24,3.78,,7,2,1,901,9,97,,, +vancujo01,1948,1,BRO,NL,0,0,3,0,0,0,0,15,4,2,1,1,1,0.2,3.6,,0,0,0,21,1,3,,, +vandejo01,1948,1,CIN,NL,17,14,33,33,14,3,0,696,204,88,15,124,120,0.23,3.41,,2,1,0,993,0,97,,, +voisebi01,1948,1,BSN,NL,13,13,37,30,9,2,2,647,226,87,18,90,89,0.27,3.63,,1,3,0,940,5,93,,, +wadebe01,1948,1,CHN,NL,0,1,2,0,0,0,0,15,4,4,0,4,1,0.21,7.2,,0,0,0,23,0,4,,, +walshju01,1948,1,PIT,NL,1,0,2,0,0,0,0,13,4,5,1,5,0,0.23,10.38,,0,0,0,22,1,5,,, +waltebu01,1948,1,CIN,NL,0,3,7,5,1,0,0,105,42,18,6,18,19,0.31,4.63,,1,0,0,157,1,25,,, +webbele01,1948,1,CLE,AL,0,0,1,0,0,0,0,2,3,3,0,1,1,0.75,40.5,,0,0,0,6,0,3,,, +webbre01,1948,1,NY1,NL,2,1,5,3,2,0,0,84,27,10,2,10,9,0.24,3.21,,0,1,0,124,2,12,,, +wehmehe01,1948,1,CIN,NL,11,8,33,24,6,0,0,442,179,96,21,75,56,0.29,5.86,,5,2,1,680,3,105,,, +weikdi01,1948,1,WS1,AL,1,2,3,3,0,0,0,38,14,8,1,22,8,0.31,5.68,,0,0,0,68,0,8,,, +weltedi01,1948,1,WS1,AL,2,1,33,2,0,0,1,196,73,40,6,50,16,0.28,5.51,,4,1,0,311,14,43,,, +wenslbu01,1948,1,CLE,AL,0,1,1,0,0,0,0,5,2,2,1,3,2,0.28,10.8,,0,0,0,10,1,2,,, +whiteer01,1948,1,BSN,NL,0,2,15,0,0,0,2,69,13,5,0,17,8,0.16,1.96,,0,0,0,98,8,7,,, +whiteha01,1948,1,DET,AL,2,1,27,0,0,0,1,128,46,29,2,26,17,0.27,6.12,,2,1,0,198,12,31,,, +widmaal01,1948,1,SLA,AL,2,6,49,0,0,0,1,248,88,41,4,48,34,0.27,4.46,,6,0,1,372,21,42,,, +wightbi01,1948,1,CHA,AL,9,20,34,32,7,1,1,670,238,119,9,135,68,0.27,4.8,,5,1,1,1010,2,132,,, +wilkste01,1948,1,SLN,NL,6,6,57,2,1,0,13,392,113,38,5,39,71,0.23,2.62,,3,0,0,529,28,40,,, +wilsoji02,1948,1,SLA,AL,0,0,4,0,0,0,0,8,5,4,0,5,1,0.41,13.5,,1,0,0,18,1,4,,, +wooteju01,1948,1,WS1,AL,0,0,1,0,0,0,0,6,2,2,0,2,1,0.25,9,,0,0,0,10,1,2,,, +wrighed01,1948,1,BSN,NL,0,0,3,0,0,0,0,14,9,1,0,2,2,0.47,1.93,,0,0,0,22,2,3,,, +wynnea01,1948,1,WS1,AL,8,19,33,31,15,1,0,594,236,128,18,94,49,0.29,5.82,,2,1,0,912,1,144,,, +yochira01,1948,1,SLN,NL,0,0,1,0,0,0,0,3,0,0,0,3,1,0,0,,1,0,0,6,1,0,,, +zoldasa01,1948,1,SLA,AL,2,4,11,9,0,0,0,162,64,28,4,19,13,0.29,4.67,,1,1,0,238,0,30,,, +zoldasa01,1948,2,CLE,AL,9,6,23,12,4,1,0,317,104,33,6,24,17,0.26,2.81,,0,0,1,428,5,37,,, +adkinde01,1949,1,CHN,NL,2,4,30,5,1,0,0,247,98,52,10,39,43,0.29,5.68,,3,0,0,377,14,58,,, +albreed01,1949,1,SLA,AL,1,0,1,1,1,0,0,15,1,3,0,4,1,0.06,5.4,,0,0,0,20,0,3,,, +antonjo02,1949,1,BSN,NL,3,7,22,10,3,1,0,288,99,38,6,42,48,0.27,3.56,,3,2,0,416,6,49,,, +bantaja01,1949,1,BRO,NL,10,6,48,12,2,1,3,457,125,57,12,68,97,0.22,3.37,,3,6,0,643,15,63,,, +barnere02,1949,1,BRO,NL,9,8,38,20,6,2,1,422,108,69,15,89,80,0.21,4.41,,3,3,1,594,10,75,,, +barrere01,1949,1,BSN,NL,1,1,23,0,0,0,0,133,58,28,4,10,17,0.32,5.68,,2,2,0,197,15,32,,, +beardge01,1949,1,CLE,AL,8,8,32,19,5,0,0,381,140,72,6,92,41,0.28,5.1,,11,2,0,593,0,77,,, +beazljo01,1949,1,BSN,NL,0,0,1,0,0,0,0,6,0,0,0,0,0,0,0,,0,0,0,6,1,0,,, +behrmha01,1949,1,NY1,NL,3,3,43,4,1,1,0,214,64,39,5,52,25,0.23,4.92,,5,0,0,325,17,46,,, +bentoal01,1949,1,CLE,AL,9,6,40,11,4,2,10,407,116,32,7,51,41,0.23,2.12,,3,1,0,548,18,33,,, +bickfve01,1949,1,BSN,NL,16,11,37,36,15,2,0,692,246,109,20,106,101,0.27,4.25,,3,6,1,1026,1,125,,, +bicknch01,1949,1,PHI,NL,0,0,13,0,0,0,0,85,32,24,3,17,4,0.29,7.62,,2,2,1,132,10,24,,, +bilbrji01,1949,1,SLA,AL,0,0,1,0,0,0,0,3,1,2,0,3,0,0.25,18,,0,0,0,7,1,2,,, +blackew01,1949,1,CIN,NL,5,5,30,4,0,0,1,230,80,36,7,34,55,0.27,4.23,,1,3,0,335,17,36,,, +bonhati01,1949,1,PIT,NL,7,4,18,14,5,1,0,267,81,42,11,23,25,0.24,4.25,,0,0,0,355,4,43,,, +borowha01,1949,1,PHI,NL,12,12,28,28,12,1,0,580,188,90,19,63,43,0.25,4.19,,4,0,1,796,0,99,,, +bowmaro01,1949,1,NY1,NL,0,0,2,2,0,0,0,19,6,3,1,7,4,0.26,4.26,,0,0,0,31,0,3,,, +boyercl01,1949,1,SLN,NL,0,0,4,1,0,0,0,10,5,4,0,7,0,0.35,10.8,,2,0,0,21,2,4,,, +bradlfr01,1949,1,CHA,AL,0,0,1,1,0,0,0,6,4,3,0,3,0,0.44,13.5,,0,0,0,12,0,3,,, +brancra01,1949,1,BRO,NL,13,5,34,27,9,2,1,560,181,91,21,91,109,0.25,4.39,,3,2,0,813,1,100,,, +brazlal01,1949,1,SLN,NL,14,8,39,25,9,1,0,619,208,73,18,61,75,0.26,3.18,,2,6,0,869,7,85,,, +brechha01,1949,1,SLN,NL,14,11,32,31,14,2,1,644,207,80,18,65,88,0.25,3.35,,3,7,0,906,1,96,,, +brisslo01,1949,1,PHA,AL,16,11,34,29,18,0,3,688,220,109,20,118,118,0.25,4.28,,10,5,1,1005,5,113,,, +bruneja01,1949,1,CHA,AL,1,2,4,2,0,0,0,23,10,7,0,8,4,0.35,8.22,,0,0,0,36,1,7,,, +burkhke01,1949,1,CIN,NL,0,0,11,0,0,0,1,85,29,10,2,10,8,0.28,3.18,,0,0,0,115,5,10,,, +buxtora01,1949,1,NYA,AL,0,1,14,0,0,0,2,80,22,12,3,16,14,0.22,4.05,,0,0,0,113,7,13,,, +byrneto01,1949,1,NYA,AL,15,7,32,30,12,3,0,588,125,81,11,179,129,0.18,3.72,,4,13,1,880,2,84,,, +cainbo01,1949,1,CHA,AL,0,0,6,0,0,0,1,33,7,3,0,5,5,0.17,2.45,,0,0,0,44,4,3,,, +calvepa01,1949,1,WS1,AL,6,17,34,23,5,0,1,482,175,97,11,86,52,0.27,5.43,,8,2,0,735,9,111,,, +candimi01,1949,1,WS1,AL,0,0,3,0,0,0,1,17,4,3,0,1,1,0.2,4.76,,0,0,0,21,1,3,,, +carraal01,1949,1,CHA,AL,0,0,3,0,0,0,0,11,8,6,1,4,1,0.42,14.73,,0,0,0,23,1,6,,, +caseyhu01,1949,1,PIT,NL,4,1,33,0,0,0,5,116,50,20,4,14,9,0.31,4.66,,0,1,0,176,23,24,,, +caseyhu01,1949,2,NYA,AL,1,0,4,0,0,0,0,23,11,7,0,8,5,0.32,8.22,,0,0,0,42,1,10,,, +chambcl01,1949,1,PIT,NL,13,7,34,21,10,1,0,532,186,78,15,58,93,0.26,3.96,,1,5,0,765,6,89,,, +chesnbo01,1949,1,PIT,NL,7,13,27,25,8,1,1,436,153,95,15,82,49,0.27,5.88,,5,5,0,647,1,104,,, +chipmbo01,1949,1,CHN,NL,7,8,38,11,3,1,1,340,110,50,7,63,46,0.24,3.97,,3,2,0,511,15,65,,, +colemjo04,1949,1,PHA,AL,13,14,33,30,18,1,1,721,249,103,12,127,109,0.27,3.86,,3,3,1,1063,3,119,,, +coopemo01,1949,1,CHN,NL,0,0,1,0,0,0,0,0,2,3,1,1,0,1,,,1,0,0,3,0,3,,, +cresswa01,1949,1,CIN,NL,0,0,3,0,0,0,0,6,2,0,0,3,0,0.28,0,,0,0,0,10,2,0,,, +dicksmu01,1949,1,PIT,NL,12,14,44,20,11,2,0,673,216,82,17,80,89,0.25,3.29,,1,6,0,948,15,97,,, +doberje01,1949,1,CHN,NL,0,0,4,0,0,0,0,12,9,9,2,4,0,0.45,20.25,,1,0,0,25,0,9,,, +doberje01,1949,2,CIN,NL,0,0,14,0,0,0,0,58,28,21,7,16,6,0.32,9.78,,1,0,0,101,7,22,,, +dobsojo01,1949,1,BOS,AL,14,12,33,27,12,2,2,638,219,91,12,97,87,0.26,3.85,,4,2,2,923,5,103,,, +donnebl01,1949,1,PHI,NL,2,1,23,10,1,0,0,235,84,44,7,40,36,0.29,5.06,,1,1,0,335,5,50,,, +dorisha01,1949,1,BOS,AL,0,0,5,0,0,0,0,23,7,2,1,1,5,0.24,2.35,,0,0,0,30,4,2,,, +doziebu01,1949,1,WS1,AL,0,0,2,0,0,0,0,19,12,8,0,6,1,0.42,11.37,,0,0,0,34,2,8,,, +drewska01,1949,1,SLA,AL,4,12,31,23,3,1,0,419,180,103,11,66,35,0.31,6.64,,1,9,2,655,4,113,,, +dubiemo01,1949,1,CHN,NL,6,9,32,20,3,1,4,443,142,68,16,54,52,0.25,4.14,,0,1,1,628,6,75,,, +elliogl01,1949,1,BSN,NL,3,4,22,6,1,0,0,205,70,30,7,27,15,0.26,3.95,,2,0,0,291,4,35,,, +embrere01,1949,1,SLA,AL,3,13,35,19,4,0,1,382,146,76,13,89,24,0.29,5.37,,6,3,2,602,8,90,,, +erauted01,1949,1,CIN,NL,4,11,39,9,1,0,1,338,99,42,9,61,43,0.24,3.36,,2,3,1,481,14,53,,, +erskica01,1949,1,BRO,NL,8,1,22,3,2,0,0,239,68,41,6,51,49,0.23,4.63,,1,2,0,348,8,44,,, +evansbi02,1949,1,CHA,AL,0,1,4,0,0,0,0,19,6,5,0,8,1,0.26,7.11,,1,0,0,31,1,6,,, +fannicl01,1949,1,SLA,AL,8,14,30,25,5,0,1,429,177,98,15,93,57,0.3,6.17,,2,0,1,680,2,106,,, +fanovfr01,1949,1,CIN,NL,0,2,29,1,0,0,0,130,44,26,2,28,27,0.25,5.4,,1,2,1,203,13,31,,, +fellebo01,1949,1,CLE,AL,15,14,36,28,15,0,0,633,198,88,18,84,108,0.24,3.75,,9,1,1,894,6,104,,, +ferrida01,1949,1,BOS,AL,0,0,4,0,0,0,0,20,7,3,1,4,1,0.29,4.05,,0,1,0,29,2,3,,, +ferrito01,1949,1,SLA,AL,6,4,50,0,0,0,6,313,102,45,9,41,34,0.25,3.88,,0,1,0,447,29,51,,, +fowledi01,1949,1,PHA,AL,15,11,31,28,15,4,1,641,210,89,13,115,43,0.26,3.75,,2,2,0,929,3,108,,, +foxho01,1949,1,CIN,NL,6,19,38,30,9,0,0,645,221,95,13,77,60,0.26,3.98,,2,4,1,928,6,120,,, +galehde01,1949,1,BOS,AL,0,0,2,0,0,0,0,6,4,3,1,3,0,0.4,13.5,,0,0,0,13,1,3,,, +garcimi01,1949,1,CLE,AL,14,5,41,20,8,5,2,527,154,46,6,60,94,0.24,2.36,,1,2,0,718,10,51,,, +garvene01,1949,1,SLA,AL,12,17,41,32,16,1,3,671,245,99,14,102,70,0.27,3.98,,10,3,2,1009,5,126,,, +getteal01,1949,1,CHA,AL,2,5,19,7,1,1,1,189,69,45,12,26,22,0.28,6.43,,1,2,0,275,6,48,,, +getteal01,1949,2,WS1,AL,0,2,16,1,0,0,1,104,43,21,4,24,7,0.31,5.45,,0,0,0,166,8,24,,, +gonzaju01,1949,1,WS1,AL,0,0,13,0,0,0,0,103,33,18,3,27,5,0.25,4.72,,1,1,0,161,4,20,,, +grayte01,1949,1,DET,AL,10,10,34,27,8,3,1,585,163,76,11,103,96,0.22,3.51,,7,5,0,844,5,83,,, +greggha01,1949,1,PIT,NL,1,1,8,1,0,0,0,56,20,7,1,8,9,0.3,3.38,,1,1,0,79,3,10,,, +grissma01,1949,1,DET,AL,2,4,27,2,0,0,0,118,56,28,6,34,17,0.33,6.41,,2,1,0,206,3,32,,, +gromest01,1949,1,CLE,AL,4,6,27,12,3,0,0,276,86,34,8,40,22,0.25,3.33,,2,2,0,390,5,41,,, +grother02,1949,1,CHA,AL,0,1,3,0,0,0,0,15,2,3,2,3,1,0.12,5.4,,1,1,0,21,3,3,,, +groveor01,1949,1,CHA,AL,0,0,1,0,0,0,0,2,4,4,1,1,1,0.66,54,,0,1,0,8,0,4,,, +gumbeha01,1949,1,CIN,NL,4,3,29,0,0,0,2,122,58,25,5,8,12,0.34,5.53,,2,1,0,184,19,28,,, +gumbeha01,1949,2,PIT,NL,1,4,16,0,0,0,3,83,30,18,5,18,5,0.27,5.86,,3,0,0,133,15,20,,, +gumpera01,1949,1,CHA,AL,13,16,34,32,18,3,1,702,223,99,22,83,78,0.25,3.81,,1,1,0,981,2,111,,, +hackewa02,1949,1,CHN,NL,5,8,30,12,3,0,0,377,141,59,7,53,40,0.28,4.23,,2,4,0,562,8,68,,, +haefnmi01,1949,1,WS1,AL,5,5,19,12,4,1,0,275,85,45,7,53,23,0.24,4.42,,3,2,0,409,2,51,,, +haefnmi01,1949,2,CHA,AL,4,6,14,12,4,1,1,241,84,39,9,41,17,0.27,4.37,,2,5,0,358,2,40,,, +hallbo02,1949,1,BSN,NL,6,4,31,6,2,0,0,223,77,36,7,41,43,0.27,4.36,,1,1,0,333,13,40,,, +hamnera01,1949,1,CHN,NL,0,2,6,1,0,0,0,37,22,12,1,8,3,0.4,8.76,,1,1,0,65,3,13,,, +hansean01,1949,1,NY1,NL,2,6,33,2,0,0,1,199,58,34,7,28,26,0.23,4.61,,6,0,0,280,12,35,,, +harribu02,1949,1,PHA,AL,1,1,37,0,0,0,3,253,92,51,12,42,18,0.28,5.44,,1,1,0,373,17,57,,, +harrimi01,1949,1,BOS,AL,2,3,7,6,2,0,0,113,53,21,3,20,14,0.32,5.02,,1,1,0,190,1,26,,, +harrimi01,1949,2,WS1,AL,2,12,23,19,4,0,0,387,151,74,8,55,54,0.29,5.16,,6,0,0,582,4,82,,, +hartucl01,1949,1,NY1,NL,9,11,33,25,8,0,0,464,156,86,16,86,48,0.26,5,,2,4,0,693,7,98,,, +hattejo01,1949,1,BRO,NL,12,8,37,29,11,2,2,562,194,87,15,69,58,0.27,4.18,,2,2,0,792,5,102,,, +hausmcl01,1949,1,PHA,AL,0,0,1,0,0,0,0,3,0,1,0,2,0,0,9,,1,0,0,4,0,1,,, +haynejo01,1949,1,WS1,AL,2,9,37,10,0,0,2,289,106,67,6,55,19,0.28,6.26,,2,3,1,443,16,77,,, +hearnji01,1949,1,SLN,NL,1,3,17,4,0,0,0,126,48,24,3,23,18,0.29,5.14,,0,2,0,196,4,27,,, +heintke01,1949,1,PHI,NL,17,10,33,32,15,5,0,750,239,84,19,93,65,0.25,3.02,,2,1,0,1041,0,96,,, +higbeki01,1949,1,PIT,NL,0,2,7,1,0,0,0,46,25,23,2,12,5,0.37,13.5,,0,0,0,81,2,24,,, +higbeki01,1949,2,NY1,NL,2,0,37,2,0,0,2,241,72,31,12,41,38,0.24,3.47,,5,1,0,344,13,42,,, +hillefr01,1949,1,NYA,AL,0,2,4,0,0,0,1,23,9,5,0,7,3,0.29,5.87,,0,0,0,38,2,5,,, +hittlll01,1949,1,WS1,AL,5,7,36,9,3,2,0,327,123,51,2,57,32,0.28,4.21,,2,0,0,501,12,62,,, +hoguebo01,1949,1,BSN,NL,2,2,33,0,0,0,3,216,78,25,4,25,23,0.28,3.13,,0,2,0,314,14,30,,, +hoodwa02,1949,1,NYA,AL,0,0,2,0,0,0,0,7,0,0,0,1,2,0,0,,1,0,0,7,1,0,,, +houttar01,1949,1,DET,AL,15,10,34,25,13,2,0,611,227,84,19,59,85,0.28,3.71,,2,5,0,877,8,101,,, +howeldi01,1949,1,CIN,NL,0,1,5,1,0,0,0,40,21,12,3,8,7,0.36,8.1,,1,0,0,66,3,12,,, +hudsosi01,1949,1,WS1,AL,8,17,40,27,11,2,1,627,234,98,11,91,54,0.28,4.22,,3,5,0,935,8,117,,, +hughste01,1949,1,BOS,AL,4,2,29,2,0,0,3,233,82,46,5,41,35,0.26,5.33,,3,1,0,349,17,49,,, +hutchfr01,1949,1,DET,AL,15,7,33,21,9,4,1,566,167,62,18,52,54,0.23,2.96,,5,1,0,762,5,70,,, +jansela01,1949,1,NY1,NL,15,16,37,35,17,3,0,779,271,111,36,62,113,0.26,3.85,,4,2,0,1101,0,130,,, +johnsea01,1949,1,BOS,AL,3,6,19,3,0,0,0,148,65,41,1,29,20,0.32,7.48,,1,4,1,237,8,45,,, +johnske01,1949,1,SLN,NL,0,1,14,2,0,0,0,101,29,24,1,35,18,0.25,6.42,,3,3,1,160,2,28,,, +jonessh01,1949,1,NY1,NL,15,12,42,27,11,1,0,622,198,77,19,88,79,0.24,3.34,,4,10,0,902,9,93,,, +judsoho01,1949,1,CHA,AL,1,14,26,12,3,0,1,324,114,55,13,70,36,0.27,4.58,,4,1,1,496,8,65,,, +kellnal01,1949,1,PHA,AL,20,12,38,27,19,0,1,735,243,102,18,129,94,0.26,3.75,,7,2,3,1069,9,120,,, +kennebi02,1949,1,SLA,AL,4,11,48,16,2,0,1,461,172,80,12,73,69,0.28,4.69,,5,3,0,697,11,97,,, +kennemo01,1949,1,NY1,NL,12,14,38,32,14,4,1,670,208,85,13,100,95,0.24,3.43,,2,3,1,969,1,105,,, +kindeel01,1949,1,BOS,AL,23,6,43,30,19,6,4,756,251,94,21,99,138,0.26,3.36,,1,2,0,1085,10,103,,, +kliemed01,1949,1,WS1,AL,0,0,2,0,0,0,0,9,8,6,0,3,1,0.5,18,,0,0,0,20,2,6,,, +kliemed01,1949,2,CHA,AL,2,0,18,0,0,0,3,99,33,11,2,15,9,0.27,3,,0,0,0,143,13,15,,, +konstji01,1949,1,PHI,NL,9,5,53,0,0,0,7,291,98,35,9,29,43,0.28,3.25,,1,1,1,386,27,38,,, +kosloda01,1949,1,NY1,NL,11,14,38,23,15,0,4,636,193,59,13,43,64,0.23,2.5,,3,0,0,856,12,72,,, +krameja01,1949,1,BOS,AL,6,8,21,18,7,2,1,335,126,64,8,49,24,0.28,5.16,,2,1,1,496,2,70,,, +kretllo01,1949,1,DET,AL,3,2,25,10,1,0,0,228,85,52,5,69,40,0.29,6.16,,5,1,0,368,8,58,,, +kriegku01,1949,1,SLN,NL,0,0,1,0,0,0,0,3,0,0,0,1,0,0,0,,1,0,0,4,1,0,,, +kushem01,1949,1,CHN,NL,3,3,26,0,0,0,2,143,51,20,7,24,22,0.28,3.78,,2,2,2,209,17,21,,, +kuzavbo01,1949,1,CHA,AL,10,6,29,18,9,1,0,470,139,70,6,91,83,0.24,4.02,,2,1,0,685,3,76,,, +ladedo01,1949,1,CHN,NL,4,5,36,13,5,1,1,389,141,72,14,58,43,0.27,5,,2,2,0,581,12,73,,, +laniema01,1949,1,SLN,NL,5,4,15,15,4,1,0,276,92,39,5,35,37,0.26,3.82,,0,0,0,396,0,42,,, +lemonbo01,1949,1,CLE,AL,22,10,37,33,22,2,1,839,211,93,19,137,138,0.21,2.99,,1,6,0,1159,4,101,,, +leonadu02,1949,1,CHN,NL,7,16,33,28,10,1,0,540,198,83,4,43,83,0.27,4.15,,7,7,0,788,1,94,,, +livelbu01,1949,1,CIN,NL,4,6,31,10,3,1,1,310,91,45,11,53,30,0.24,3.92,,2,0,0,430,6,47,,, +lombavi01,1949,1,PIT,NL,5,5,34,12,4,0,1,402,149,68,14,68,64,0.28,4.57,,4,3,0,599,11,74,,, +lopated01,1949,1,NYA,AL,15,10,31,30,14,4,1,646,222,78,19,69,70,0.26,3.26,,4,5,0,907,1,93,,, +mallobo01,1949,1,SLA,AL,1,1,5,0,0,0,0,29,6,3,0,7,2,0.2,2.79,,0,0,0,39,3,3,,, +marchph01,1949,1,PHA,AL,0,3,7,6,0,0,0,48,24,21,3,19,2,0.35,11.81,,2,1,0,89,1,23,,, +marshcu01,1949,1,NYA,AL,3,0,21,2,0,0,3,148,48,28,3,48,13,0.25,5.11,,3,2,0,238,11,31,,, +martifr02,1949,1,SLN,NL,6,0,21,5,3,0,0,210,65,19,3,20,30,0.24,2.44,,1,0,0,292,8,24,,, +martimo01,1949,1,BRO,NL,1,3,10,4,0,0,0,92,39,24,5,15,15,0.32,7.04,,1,2,0,143,2,25,,, +mastewa02,1949,1,WS1,AL,3,2,10,7,3,0,0,159,42,19,4,21,17,0.21,3.23,,1,3,0,219,1,22,,, +mastewa02,1949,2,BOS,AL,3,4,18,5,1,0,4,165,58,26,2,35,19,0.28,4.25,,0,0,0,244,7,30,,, +mccahbi01,1949,1,PHA,AL,1,1,7,4,0,0,0,62,23,6,0,9,3,0.29,2.61,,1,0,0,91,1,9,,, +mccalwi01,1949,1,BOS,AL,0,0,5,0,0,0,0,28,13,12,2,10,8,0.33,11.57,,2,0,0,49,1,12,,, +mcdermi03,1949,1,BOS,AL,5,4,12,12,6,2,0,240,63,36,5,52,50,0.22,4.05,,2,3,0,349,0,37,,, +mcglopa01,1949,1,BRO,NL,1,1,7,0,0,0,0,47,13,8,2,5,11,0.22,4.6,,0,0,0,63,2,8,,, +mclisca01,1949,1,CHN,NL,1,1,8,2,0,0,0,69,31,15,5,12,6,0.34,5.87,,0,0,0,107,5,21,,, +medliir01,1949,1,SLA,AL,0,0,3,0,0,0,0,12,11,12,1,3,4,0.47,27,,1,0,0,26,0,13,,, +meyerru01,1949,1,PHI,NL,17,8,37,28,14,2,1,639,199,73,14,70,78,0.25,3.08,,4,1,2,877,5,84,,, +millebo02,1949,1,PHI,NL,0,0,3,0,0,0,0,8,2,0,0,2,0,0.2,0,,0,0,0,12,2,0,,, +minnepa01,1949,1,BRO,NL,3,1,27,1,0,0,2,142,49,20,7,18,17,0.27,3.8,,1,1,0,203,15,22,,, +muncrbo01,1949,1,PIT,NL,1,5,13,4,1,0,3,107,44,25,8,13,11,0.31,6.31,,0,0,0,159,5,27,,, +muncrbo01,1949,2,CHN,NL,5,6,34,3,1,0,2,225,80,38,9,31,36,0.27,4.56,,3,1,0,330,17,42,,, +mungere01,1949,1,SLN,NL,15,8,35,28,12,2,2,565,179,81,13,87,82,0.25,3.87,,3,2,0,802,4,86,,, +newcodo01,1949,1,BRO,NL,17,8,38,31,19,5,1,733,223,86,17,73,149,0.24,3.17,,4,3,2,1005,5,89,,, +newhoha01,1949,1,DET,AL,18,11,38,35,22,3,1,876,277,109,19,111,144,0.25,3.36,,3,0,0,1228,3,118,,, +ostrojo02,1949,1,SLA,AL,8,8,40,13,4,0,2,423,185,75,16,27,34,0.3,4.79,,1,0,0,634,12,94,,, +overmst01,1949,1,DET,AL,1,3,14,1,0,0,0,52,29,19,2,9,3,0.37,9.87,,0,1,0,89,6,21,,, +pagejo01,1949,1,NYA,AL,13,8,60,0,0,0,27,406,103,39,8,75,99,0.21,2.59,,4,5,1,571,48,44,,, +paigesa01,1949,1,CLE,AL,4,7,31,5,1,0,5,249,70,28,4,33,54,0.23,3.04,,0,1,1,348,19,29,,, +palicer01,1949,1,BRO,NL,8,9,49,1,0,0,6,291,93,39,6,49,44,0.26,3.62,,2,1,0,413,27,43,,, +papaial01,1949,1,SLA,AL,4,11,42,15,6,0,2,427,175,80,8,81,31,0.29,5.06,,4,1,0,677,13,103,,, +papisfr01,1949,1,CLE,AL,1,0,25,3,1,0,1,186,54,22,2,39,23,0.24,3.19,,0,0,1,271,12,24,,, +parneme01,1949,1,BOS,AL,25,7,39,33,27,4,2,886,258,91,8,134,122,0.23,2.77,,9,5,0,1240,5,102,,, +pearcji01,1949,1,WS1,AL,0,1,2,1,0,0,0,16,9,5,1,5,1,0.37,8.44,,0,0,0,30,0,10,,, +perkoha01,1949,1,CIN,NL,1,1,5,3,2,0,0,71,21,12,2,14,3,0.23,4.56,,0,0,0,105,0,14,,, +peterke01,1949,1,CIN,NL,4,5,30,7,2,0,0,199,66,46,8,46,28,0.26,6.24,,3,4,0,309,5,54,,, +piercbi02,1949,1,CHA,AL,7,15,32,26,8,0,0,515,145,74,11,112,95,0.22,3.88,,5,0,2,761,4,89,,, +pierema01,1949,1,CHA,AL,4,6,39,9,0,0,4,348,131,71,10,54,25,0.28,5.51,,4,0,0,517,15,77,,, +pilledu01,1949,1,NYA,AL,2,4,12,3,2,0,0,112,43,18,6,19,9,0.29,4.34,,0,0,0,166,2,20,,, +poatra01,1949,1,NY1,NL,0,0,2,0,0,0,0,7,8,5,0,1,0,0.61,19.29,,0,0,1,15,1,6,,, +poatra01,1949,2,PIT,NL,0,1,11,2,0,0,0,108,52,25,6,15,17,0.33,6.25,,1,0,0,173,2,29,,, +podbibu01,1949,1,BRO,NL,0,1,7,1,0,0,0,37,9,5,1,9,5,0.2,3.65,,0,1,0,54,2,9,,, +polleho01,1949,1,SLN,NL,20,9,39,28,17,5,1,692,228,71,9,59,108,0.25,2.77,,2,2,0,964,7,80,,, +portebo01,1949,1,NYA,AL,2,5,12,8,3,0,0,173,53,26,3,29,25,0.25,4.06,,2,1,0,248,1,26,,, +pottene01,1949,1,BSN,NL,6,11,41,3,1,0,7,290,99,45,6,30,57,0.26,4.19,,0,1,0,418,29,49,,, +quinnfr02,1949,1,BOS,AL,0,0,8,0,0,0,0,66,18,7,2,9,4,0.22,2.86,,0,1,0,92,5,7,,, +raffeke01,1949,1,CIN,NL,18,17,41,38,20,5,0,852,289,107,23,80,103,0.26,3.39,,2,2,1,1190,1,129,,, +raneyri01,1949,1,SLA,AL,1,2,3,3,1,0,0,49,23,14,2,12,5,0.33,7.71,,0,0,0,82,0,15,,, +raschvi01,1949,1,NYA,AL,21,10,38,37,21,3,0,824,247,102,16,138,124,0.24,3.34,,10,6,1,1186,0,120,,, +reedebi01,1949,1,SLN,NL,1,1,21,1,0,0,0,101,33,19,2,30,21,0.27,5.08,,1,1,0,158,10,22,,, +reynoal01,1949,1,NYA,AL,17,6,35,31,4,2,1,641,200,95,15,123,105,0.25,4,,6,4,1,938,4,102,,, +riddlel01,1949,1,PIT,NL,1,8,16,12,1,0,1,223,81,44,9,45,24,0.28,5.33,,0,4,1,341,3,45,,, +roberro01,1949,1,PHI,NL,15,15,43,31,11,3,4,680,229,93,15,75,95,0.27,3.69,,1,5,0,933,9,101,,, +robinja03,1949,1,BOS,AL,0,0,3,0,0,0,0,12,4,1,0,1,1,0.26,2.25,,1,1,1,17,0,1,,, +roepr01,1949,1,BRO,NL,15,6,30,27,13,3,1,638,201,66,25,44,109,0.25,2.79,,0,2,0,851,2,69,,, +rogovsa01,1949,1,DET,AL,0,1,5,0,0,0,0,17,13,9,1,7,2,0.46,14.29,,0,0,0,35,3,9,,, +rowesc01,1949,1,PHI,NL,3,7,23,6,2,0,0,196,68,35,2,17,22,0.3,4.82,,0,2,0,258,9,43,,, +rushbo01,1949,1,CHN,NL,10,18,35,27,9,1,4,603,197,91,10,79,80,0.25,4.07,,6,0,0,861,6,104,,, +sainjo01,1949,1,BSN,NL,10,17,37,36,16,1,0,729,285,130,15,75,73,0.29,4.81,,1,4,0,1072,1,150,,, +sanfofr01,1949,1,NYA,AL,7,3,29,11,3,0,0,286,100,41,9,57,51,0.27,3.87,,0,0,0,433,6,53,,, +savagbo01,1949,1,SLA,AL,0,0,4,0,0,0,0,21,12,5,1,3,1,0.4,6.43,,0,0,0,35,2,5,,, +scarbra01,1949,1,WS1,AL,13,11,34,27,11,1,0,599,204,102,10,88,81,0.26,4.6,,2,7,0,882,6,115,,, +scheica01,1949,1,PHA,AL,9,12,38,23,11,2,0,548,191,104,16,118,43,0.27,5.12,,3,2,0,821,13,117,,, +schmijo01,1949,1,CHN,NL,11,13,36,31,9,3,3,621,227,100,11,92,75,0.28,4.35,,5,2,1,898,4,117,,, +sewelri01,1949,1,PIT,NL,6,1,28,6,2,1,1,228,82,33,8,32,26,0.28,3.91,,0,0,0,330,9,35,,, +shantbo01,1949,1,PHA,AL,6,8,33,7,4,1,2,381,100,48,9,74,58,0.22,3.4,,3,3,0,537,16,50,,, +sheasp01,1949,1,NYA,AL,1,1,20,3,0,0,1,157,48,31,5,43,22,0.25,5.33,,1,0,0,239,10,36,,, +shorera01,1949,1,SLA,AL,0,1,13,0,0,0,0,70,27,28,3,31,13,0.29,10.8,,4,2,0,125,4,30,,, +shouncl01,1949,1,BSN,NL,0,0,1,0,0,0,0,3,1,0,0,0,0,0.25,0,,0,0,0,4,1,0,,, +shouncl01,1949,2,CHA,AL,1,1,16,0,0,0,0,70,37,15,1,13,8,0.37,5.79,,0,0,0,116,10,17,,, +simmocu01,1949,1,PHI,NL,4,10,38,14,2,0,1,394,133,67,7,55,83,0.27,4.59,,1,1,0,551,13,72,,, +sloatle01,1949,1,CHN,NL,0,0,5,1,0,0,0,27,14,7,0,3,3,0.4,7,,0,0,0,42,2,7,,, +spahnwa01,1949,1,BSN,NL,21,14,38,38,25,4,0,907,283,103,27,86,151,0.24,3.07,,4,3,0,1258,0,125,,, +stalege01,1949,1,SLN,NL,10,10,45,17,5,2,6,514,154,52,7,41,55,0.23,2.73,,2,3,0,699,14,65,,, +starrdi01,1949,1,SLA,AL,1,7,30,8,1,1,0,250,96,40,6,48,44,0.29,4.32,,1,1,0,380,12,46,,, +stobbch01,1949,1,BOS,AL,11,6,26,19,10,0,0,456,145,68,10,75,70,0.25,4.03,,1,2,1,653,2,72,,, +stuarma01,1949,1,DET,AL,0,2,14,2,0,0,0,89,39,30,3,35,14,0.34,9.1,,2,0,0,147,4,33,,, +surkoma01,1949,1,CHA,AL,3,5,44,2,0,0,4,288,92,51,9,60,38,0.25,4.78,,3,3,0,435,23,61,,, +suthedi01,1949,1,WS1,AL,0,1,1,1,0,0,0,3,2,5,0,6,0,0.4,45,,0,0,0,11,0,5,,, +thompfo01,1949,1,WS1,AL,1,3,9,1,1,0,0,49,22,8,1,9,8,0.32,4.41,,0,1,0,80,2,11,,, +thompjo01,1949,1,PHI,NL,1,3,8,5,1,0,0,94,38,24,6,11,12,0.31,6.89,,1,0,0,134,1,24,,, +tomasan01,1949,1,NY1,NL,0,1,2,0,0,0,0,15,9,10,2,5,2,0.37,18,,1,0,0,29,1,10,,, +trinkke01,1949,1,PHI,NL,1,1,42,0,0,0,2,223,79,33,3,30,14,0.29,4,,0,3,1,308,15,37,,, +troutdi01,1949,1,DET,AL,3,6,33,0,0,0,3,178,68,29,2,21,19,0.29,4.4,,1,0,0,261,24,35,,, +truckvi01,1949,1,DET,AL,19,11,41,32,17,6,4,825,209,86,16,124,153,0.21,2.81,,3,4,0,1133,8,95,,, +vancujo01,1949,1,BRO,NL,0,0,2,0,0,0,0,6,3,2,0,1,0,0.42,9,,0,0,0,9,0,2,,, +vandejo01,1949,1,CIN,NL,5,10,28,24,7,3,0,479,172,87,12,85,76,0.28,4.9,,5,2,0,712,2,92,,, +voisebi01,1949,1,BSN,NL,7,8,30,22,5,4,1,508,170,76,14,78,63,0.26,4.04,,6,1,0,737,4,84,,, +walshju01,1949,1,PIT,NL,1,4,9,7,1,1,0,128,40,24,5,16,24,0.24,5.06,,1,0,0,180,0,27,,, +webbre01,1949,1,NY1,NL,1,1,20,0,0,0,0,134,41,20,3,21,9,0.24,4.03,,0,0,0,190,10,23,,, +wehmehe01,1949,1,CIN,NL,11,12,33,29,11,1,0,640,202,111,20,117,80,0.25,4.68,,7,7,0,937,1,119,,, +weikdi01,1949,1,WS1,AL,3,12,27,14,2,2,1,286,78,57,5,103,58,0.23,5.38,,10,0,1,448,8,61,,, +weltedi01,1949,1,WS1,AL,2,5,52,2,0,0,2,286,107,78,6,89,37,0.29,7.36,,3,1,0,464,25,83,,, +werlebi01,1949,1,PIT,NL,12,13,35,29,10,2,0,663,243,104,22,51,106,0.27,4.24,,4,8,0,945,2,117,,, +whiteha01,1949,1,DET,AL,1,0,9,0,0,0,2,36,5,0,0,4,4,0.12,0,,0,0,0,44,8,0,,, +wightbi01,1949,1,CHA,AL,15,13,35,33,14,3,1,735,254,90,9,96,78,0.27,3.31,,3,0,1,1036,1,106,,, +wilkste01,1949,1,SLN,NL,10,3,59,0,0,0,9,355,105,49,7,38,71,0.24,3.73,,0,0,0,484,30,52,,, +wilsoji02,1949,1,PHA,AL,0,0,2,0,0,0,0,15,7,8,2,5,2,0.35,14.4,,0,0,0,25,1,8,,, +winegra01,1949,1,SLA,AL,0,0,9,0,0,0,0,50,24,14,2,2,8,0.32,7.56,,0,0,0,75,6,16,,, +wittijo01,1949,1,BOS,AL,0,0,1,0,0,0,0,6,2,2,0,2,0,0.28,9,,0,0,0,9,1,2,,, +wynnea01,1949,1,CLE,AL,11,7,26,23,6,0,0,494,186,76,8,57,62,0.28,4.15,,0,1,0,724,2,84,,, +yochira01,1949,1,SLN,NL,0,0,3,0,0,0,0,7,3,4,1,4,3,0.27,15.43,,1,0,0,15,3,4,,, +zabalad01,1949,1,NY1,NL,2,3,15,4,2,1,1,123,44,24,5,10,13,0.27,5.27,,0,1,3,173,5,28,,, +zoldasa01,1949,1,CLE,AL,1,2,27,0,0,0,0,159,60,25,4,18,11,0.29,4.25,,1,0,0,235,13,30,,, +aberal01,1950,1,CLE,AL,1,0,1,1,1,0,0,27,5,2,0,4,4,0.16,2,,0,0,0,34,0,2,,, +albreed01,1950,1,SLA,AL,0,1,2,1,0,0,0,20,6,4,0,7,1,0.25,5.4,,0,0,0,32,1,7,,, +alomalu01,1950,1,CHA,AL,7,2,42,0,0,0,4,263,77,37,6,53,49,0.23,3.8,,3,1,1,388,21,44,,, +antonjo02,1950,1,BSN,NL,2,3,20,6,2,1,0,173,81,38,2,22,33,0.33,5.93,,0,4,1,275,6,46,,, +atkinja01,1950,1,BOS,AL,0,0,1,0,0,0,0,14,4,2,1,4,0,0.23,3.86,,1,1,0,22,0,2,,, +avreaja01,1950,1,CIN,NL,0,0,2,0,0,0,0,16,6,2,0,3,2,0.27,3.38,,0,0,0,25,0,2,,, +bankhda01,1950,1,BRO,NL,9,4,41,12,2,1,3,388,119,79,16,88,96,0.25,5.5,,1,2,2,572,16,84,,, +bantaja01,1950,1,BRO,NL,4,4,16,5,1,0,2,124,39,20,2,36,15,0.25,4.35,,5,3,0,195,7,22,,, +barnere02,1950,1,BRO,NL,2,1,20,1,0,0,0,101,25,24,6,48,23,0.21,6.42,,7,2,1,167,5,26,,, +barrefr01,1950,1,PIT,NL,1,2,5,0,0,0,0,13,5,2,1,1,0,0.35,4.15,,0,0,0,16,3,3,,, +bauerru01,1950,1,SLA,AL,0,0,1,0,0,0,0,6,6,1,0,1,0,0.6,4.5,,0,0,0,11,1,4,,, +beardge01,1950,1,CLE,AL,1,3,14,3,0,0,0,136,57,31,5,32,10,0.32,6.15,,3,0,0,211,6,32,,, +beardge01,1950,2,WS1,AL,3,5,12,9,4,0,0,205,81,32,1,33,20,0.29,4.21,,2,2,1,310,2,35,,, +bentoal01,1950,1,CLE,AL,4,2,36,0,0,0,4,189,57,25,7,30,26,0.24,3.57,,3,1,1,269,13,32,,, +bickfve01,1950,1,BSN,NL,19,14,40,39,27,2,0,935,293,120,25,122,126,0.24,3.47,,5,6,1,1325,1,135,,, +blackew01,1950,1,CIN,NL,17,15,40,32,18,1,4,783,203,86,12,112,188,0.21,2.97,,11,13,0,1102,7,105,,, +borowha01,1950,1,PHI,NL,0,0,3,0,0,0,0,19,5,4,0,4,3,0.25,5.68,,0,0,0,25,0,4,,, +borowha01,1950,2,PIT,NL,1,3,11,3,0,0,0,76,32,18,6,9,9,0.31,6.39,,1,1,0,115,4,19,,, +borowha01,1950,3,DET,AL,1,1,13,2,1,0,0,98,23,12,3,16,12,0.2,3.31,,2,0,0,134,3,15,,, +boyercl01,1950,1,SLN,NL,7,7,36,14,6,1,1,361,105,47,15,49,82,0.23,3.52,,4,3,1,508,9,52,,, +brancra01,1950,1,BRO,NL,7,9,43,15,5,0,7,426,152,74,24,55,100,0.27,4.69,,1,0,4,621,16,80,,, +brazlal01,1950,1,SLN,NL,11,9,46,12,3,0,6,494,188,75,12,80,47,0.29,4.1,,1,4,0,732,20,81,,, +brechha01,1950,1,SLN,NL,8,11,27,23,12,2,1,490,151,69,18,45,80,0.24,3.8,,2,3,0,675,3,77,,, +brisslo01,1950,1,PHA,AL,7,19,46,31,15,2,8,738,237,110,22,117,101,0.25,4.02,,7,4,0,1083,13,127,,, +brittja01,1950,1,PHI,NL,0,0,3,0,0,0,0,12,2,2,0,3,3,0.14,4.5,,0,0,0,17,0,2,,, +bruneja01,1950,1,CHA,AL,0,0,9,0,0,0,0,37,7,5,0,14,8,0.18,3.65,,1,1,0,55,5,6,,, +bruneja01,1950,2,SLA,AL,1,2,13,1,0,0,1,105,36,18,4,23,16,0.26,4.63,,0,2,0,162,7,21,,, +burdele01,1950,1,NYA,AL,0,0,2,0,0,0,0,4,3,1,0,0,0,0.5,6.75,,0,0,0,6,0,1,,, +burtsmo01,1950,1,PHA,AL,0,1,9,1,0,0,0,57,22,15,2,21,12,0.28,7.11,,3,1,0,100,5,16,,, +byerlbu01,1950,1,CIN,NL,0,1,4,1,0,0,0,44,12,4,1,4,5,0.21,2.45,,0,0,0,59,1,4,,, +byrdha01,1950,1,PHA,AL,0,0,6,0,0,0,0,32,25,20,3,9,2,0.48,16.88,,3,2,0,65,2,20,,, +byrneto01,1950,1,NYA,AL,15,9,31,31,10,2,0,610,188,107,23,160,118,0.24,4.74,,3,17,2,951,0,115,,, +cainbo01,1950,1,CHA,AL,9,12,34,23,11,1,2,515,153,75,12,109,77,0.24,3.93,,3,5,0,752,9,80,,, +calvepa01,1950,1,DET,AL,2,2,32,0,0,0,4,154,71,36,7,25,14,0.32,6.31,,3,2,0,250,19,42,,, +candimi01,1950,1,PHI,NL,1,0,18,0,0,0,0,90,32,9,2,15,10,0.28,2.7,,1,0,2,130,6,11,,, +chambcl01,1950,1,PIT,NL,12,15,37,33,11,2,0,748,262,119,18,92,93,0.26,4.3,,4,6,1,1097,2,138,,, +chesnbo01,1950,1,PIT,NL,3,3,9,7,2,0,0,117,44,24,7,17,12,0.29,5.54,,1,3,0,174,0,26,,, +chipmbo01,1950,1,BSN,NL,7,7,27,12,4,0,1,372,127,61,10,37,40,0.26,4.43,,0,4,3,534,9,75,,, +churcbu01,1950,1,PHI,NL,8,6,31,18,8,2,1,426,113,43,12,56,50,0.22,2.73,,4,0,0,562,3,50,,, +coleda01,1950,1,BSN,NL,0,1,4,0,0,0,0,24,7,1,0,3,8,0.25,1.13,,0,1,0,32,2,2,,, +colemjo04,1950,1,PHA,AL,0,5,15,6,2,0,0,162,74,51,9,50,12,0.33,8.5,,2,0,0,278,7,54,,, +connebi01,1950,1,CHA,AL,0,0,2,0,0,0,0,7,5,3,1,1,0,0.45,11.57,,0,0,0,13,0,3,,, +connebi01,1950,2,DET,AL,0,0,2,0,0,0,0,12,4,3,1,2,1,0.25,6.75,,0,0,0,18,2,3,,, +consusa01,1950,1,WS1,AL,7,8,21,18,8,2,2,374,132,61,6,57,38,0.27,4.4,,0,1,0,553,2,71,,, +cuellch01,1950,1,CHA,AL,0,0,2,0,0,0,0,4,6,5,0,3,1,0.6,33.75,,0,0,0,13,0,6,,, +dealco01,1950,1,SLN,NL,0,0,3,0,0,0,0,3,3,2,0,2,1,0.5,18,,0,0,0,9,1,5,,, +dicksmu01,1950,1,PIT,NL,10,15,51,22,8,0,3,675,227,95,20,83,76,0.26,3.8,,4,2,1,963,18,104,,, +dobsojo01,1950,1,BOS,AL,15,10,39,27,12,1,4,620,217,96,15,81,81,0.27,4.18,,4,0,0,882,9,103,,, +donnebl01,1950,1,PHI,NL,2,4,14,1,0,0,0,63,30,10,5,10,10,0.33,4.29,,1,0,0,102,6,13,,, +donovdi01,1950,1,BSN,NL,0,2,10,3,0,0,0,89,28,27,4,34,9,0.25,8.19,,1,2,1,147,4,28,,, +dorisha01,1950,1,SLA,AL,4,9,29,13,4,0,0,327,162,78,13,36,36,0.33,6.44,,4,9,2,529,8,90,,, +dubiemo01,1950,1,CHN,NL,6,10,39,12,4,2,2,428,152,66,12,67,51,0.27,4.16,,1,1,0,636,8,79,,, +dusaker01,1950,1,SLN,NL,0,2,14,2,0,0,1,109,27,15,2,27,16,0.21,3.72,,0,1,0,161,9,17,,, +epperal01,1950,1,BRO,NL,0,0,5,0,0,0,0,27,14,5,1,5,3,0.37,5,,0,0,0,44,2,8,,, +erauted01,1950,1,CIN,NL,4,2,33,2,1,0,1,196,82,41,9,22,35,0.3,5.65,,2,6,2,298,17,48,,, +erskica01,1950,1,BRO,NL,7,6,22,13,3,0,1,309,109,54,15,35,50,0.27,4.72,,0,1,0,441,4,56,,, +fannicl01,1950,1,SLA,AL,5,9,25,16,3,0,1,306,116,74,18,58,42,0.28,6.53,,1,0,0,475,8,82,,, +fellebo01,1950,1,CLE,AL,16,11,35,34,16,3,0,741,230,94,20,103,119,0.24,3.43,,3,5,0,1055,0,105,,, +ferrida01,1950,1,BOS,AL,0,0,1,0,0,0,0,3,2,2,0,1,1,0.5,18,,0,0,0,6,1,2,,, +ferrito01,1950,1,SLA,AL,1,3,16,0,0,0,2,72,24,11,2,7,6,0.26,4.13,,0,0,2,102,10,15,,, +ferrito01,1950,2,NYA,AL,8,4,30,0,0,0,9,170,49,23,5,22,20,0.23,3.65,,0,0,0,234,22,26,,, +fineto01,1950,1,SLA,AL,0,1,14,0,0,0,0,110,53,33,6,25,6,0.34,8.1,,0,0,0,181,2,38,,, +floreje01,1950,1,CLE,AL,3,3,28,2,1,1,4,159,53,22,3,25,27,0.26,3.74,,0,1,0,231,13,24,,, +fordwh01,1950,1,NYA,AL,9,1,20,12,7,2,1,336,87,35,7,52,59,0.21,2.81,,3,2,0,465,5,39,,, +fowledi01,1950,1,PHA,AL,1,5,11,9,2,0,0,200,75,48,7,56,15,0.3,6.48,,1,3,0,315,1,52,,, +foxho01,1950,1,CIN,NL,11,8,34,22,10,1,1,561,196,90,14,85,64,0.26,4.33,,0,2,1,822,6,97,,, +garcimi01,1950,1,CLE,AL,11,11,33,29,11,0,0,552,191,79,15,74,76,0.26,3.86,,2,0,0,804,0,88,,, +garvene01,1950,1,SLA,AL,13,18,37,31,22,2,0,780,264,98,18,108,85,0.26,3.39,,6,4,1,1124,4,120,,, +gillebo01,1950,1,BOS,AL,0,0,1,0,0,0,0,4,2,3,1,4,0,0.33,20.25,,0,0,0,10,0,3,,, +grayte01,1950,1,DET,AL,10,7,27,21,7,0,1,448,139,73,22,72,102,0.24,4.4,,4,2,1,644,5,85,,, +greggha01,1950,1,PIT,NL,0,1,5,1,0,0,0,16,10,8,2,7,3,0.4,13.5,,1,1,0,33,1,10,,, +gromest01,1950,1,CLE,AL,10,7,31,13,4,1,0,340,94,46,10,36,43,0.22,3.65,,2,3,1,464,11,50,,, +gumbeha01,1950,1,PIT,NL,0,0,1,0,0,0,0,5,3,1,0,2,0,0.33,5.4,,0,0,0,11,0,3,,, +gumpera01,1950,1,CHA,AL,5,12,40,17,6,1,0,466,165,82,15,58,48,0.27,4.75,,2,4,0,672,12,87,,, +hackewa02,1950,1,CHN,NL,0,1,5,3,1,0,1,46,20,9,3,8,5,0.31,5.28,,0,0,0,73,1,11,,, +haefnmi01,1950,1,CHA,AL,1,6,24,9,2,0,0,212,83,45,11,45,17,0.29,5.73,,2,2,0,330,6,49,,, +haefnmi01,1950,2,BSN,NL,0,2,8,2,1,0,0,72,23,15,3,12,10,0.24,5.63,,0,0,0,106,3,15,,, +hallbo02,1950,1,BSN,NL,0,2,21,4,0,0,0,151,58,39,8,33,22,0.29,6.97,,2,2,3,237,5,43,,, +hansean01,1950,1,NY1,NL,0,1,31,1,0,0,3,171,64,35,8,26,19,0.27,5.53,,1,1,0,258,9,37,,, +harrimi01,1950,1,WS1,AL,5,9,53,0,0,0,15,294,93,52,10,46,41,0.24,4.78,,1,1,1,430,43,56,,, +hartucl01,1950,1,NY1,NL,3,3,20,8,1,0,0,196,87,48,10,44,23,0.32,6.61,,2,2,0,315,8,56,,, +hattejo01,1950,1,BRO,NL,2,2,23,8,2,1,0,206,82,35,10,31,29,0.29,4.59,,1,0,0,311,6,45,,, +haynejo01,1950,1,WS1,AL,7,5,27,10,1,1,0,305,124,66,14,46,15,0.3,5.84,,2,5,0,465,9,73,,, +hearnji01,1950,1,SLN,NL,0,1,6,0,0,0,0,27,12,10,1,6,4,0.33,10,,0,0,0,45,4,11,,, +hearnji01,1950,2,NY1,NL,11,3,16,16,11,5,0,375,72,27,8,38,54,0.16,1.94,,4,0,0,467,0,33,,, +heintke01,1950,1,PHI,NL,3,9,23,17,4,1,0,376,122,57,10,54,39,0.25,4.09,,2,0,3,547,3,66,,, +herbera01,1950,1,DET,AL,1,2,8,3,1,0,1,67,20,9,1,12,5,0.24,3.63,,0,0,0,96,3,11,,, +hetkijo01,1950,1,CIN,NL,1,2,22,1,0,0,0,159,53,30,9,27,21,0.26,5.09,,0,3,1,233,16,33,,, +higbeki01,1950,1,NY1,NL,0,3,18,1,0,0,0,104,37,19,2,30,17,0.28,4.93,,6,0,2,166,8,19,,, +hillefr01,1950,1,CHN,NL,12,5,38,17,9,2,1,459,153,60,16,32,55,0.25,3.53,,2,4,2,636,11,68,,, +hittlll01,1950,1,WS1,AL,2,4,11,4,1,0,0,130,60,24,1,17,9,0.32,4.98,,1,0,0,204,3,27,,, +hoguebo01,1950,1,BSN,NL,3,5,36,1,0,0,7,188,69,35,8,31,15,0.28,5.03,,2,4,0,284,20,35,,, +holcoke01,1950,1,CHA,AL,3,10,24,15,5,0,1,288,122,49,10,45,37,0.3,4.59,,2,0,0,449,5,68,,, +hoopebo01,1950,1,PHA,AL,15,10,45,20,3,0,5,511,181,95,15,91,58,0.27,5.02,,4,1,1,763,22,108,,, +houttar01,1950,1,DET,AL,19,12,41,34,21,4,4,824,257,108,29,99,88,0.25,3.54,,2,8,1,1147,6,112,,, +hudsosi01,1950,1,WS1,AL,14,14,30,30,17,0,0,713,261,108,17,98,75,0.28,4.09,,1,6,1,1050,0,129,,, +hutchfr01,1950,1,DET,AL,17,8,39,26,10,1,0,695,269,102,18,48,71,0.29,3.96,,2,5,0,989,7,119,,, +jansela01,1950,1,NY1,NL,19,13,40,35,21,5,3,825,238,92,31,55,161,0.23,3.01,,0,1,0,1093,4,106,,, +johnsdo03,1950,1,NYA,AL,1,0,8,0,0,0,0,54,35,20,2,12,9,0.39,10,,0,0,0,100,4,21,,, +johnsdo03,1950,2,SLA,AL,5,6,25,12,4,1,1,288,126,65,14,55,31,0.32,6.09,,1,1,0,455,6,72,,, +johnsea01,1950,1,BOS,AL,0,0,11,0,0,0,0,41,18,11,0,8,6,0.33,7.24,,0,1,0,65,4,11,,, +johnser02,1950,1,BSN,NL,2,0,16,1,0,0,0,62,37,16,1,13,15,0.39,6.97,,1,0,0,110,7,21,,, +johnske01,1950,1,SLN,NL,0,0,2,0,0,0,0,6,1,0,0,3,1,0.16,0,,0,0,0,10,1,1,,, +johnske01,1950,2,PHI,NL,4,1,14,8,3,1,0,182,61,27,3,43,32,0.26,4.01,,5,1,0,282,6,32,,, +jonessh01,1950,1,NY1,NL,13,16,40,28,11,2,2,597,188,102,26,90,97,0.24,4.61,,2,7,0,858,4,114,,, +judsoho01,1950,1,CHA,AL,2,3,46,3,1,0,0,336,105,49,10,63,34,0.25,3.94,,0,2,0,487,18,53,,, +kellnal01,1950,1,PHA,AL,8,20,36,29,15,0,2,676,253,137,28,112,85,0.28,5.47,,8,2,0,1023,5,157,,, +kennebi02,1950,1,SLA,AL,0,0,1,0,0,0,0,6,1,0,0,2,1,0.14,0,,1,0,0,9,1,1,,, +kennemo01,1950,1,NY1,NL,5,4,36,17,5,0,2,343,120,60,14,53,41,0.26,4.72,,3,3,1,513,10,65,,, +keriagu01,1950,1,CHA,AL,0,1,1,1,0,0,0,7,7,5,0,5,1,0.5,19.29,,0,0,0,19,0,5,,, +kindeel01,1950,1,BOS,AL,14,12,48,23,11,1,9,621,212,98,23,78,95,0.26,4.26,,1,1,0,903,15,105,,, +kliemed01,1950,1,PHA,AL,0,0,5,0,0,0,0,17,10,6,0,2,0,0.35,9.53,,1,2,0,32,4,6,,, +klippjo01,1950,1,CHN,NL,2,9,33,11,3,0,1,314,112,61,9,64,51,0.27,5.25,,6,4,1,480,14,69,,, +konstji01,1950,1,PHI,NL,16,7,74,0,0,0,22,456,108,45,11,50,56,0.2,2.66,,1,0,3,593,62,51,,, +kosloda01,1950,1,NY1,NL,13,15,40,22,7,1,3,560,190,81,18,68,56,0.26,3.91,,2,5,0,794,15,89,,, +krameja01,1950,1,NY1,NL,3,6,35,9,1,0,1,260,91,34,6,39,27,0.26,3.53,,1,2,0,390,13,46,,, +kretllo01,1950,1,SLA,AL,0,2,9,2,0,0,0,43,25,19,2,18,10,0.4,11.93,,0,2,0,84,6,19,,, +kretllo01,1950,2,CHA,AL,0,0,11,1,0,0,0,64,17,9,1,27,14,0.22,3.8,,0,0,0,105,5,13,,, +kucabjo01,1950,1,PHA,AL,1,1,4,2,2,0,0,78,29,10,4,8,8,0.28,3.46,,0,0,0,112,1,10,,, +kuzavbo01,1950,1,CHA,AL,1,3,10,7,1,0,0,133,43,28,5,27,21,0.25,5.68,,3,0,1,196,2,28,,, +kuzavbo01,1950,2,WS1,AL,8,7,22,22,8,1,0,465,156,68,8,75,84,0.26,3.95,,5,1,0,679,0,80,,, +labincl01,1950,1,BRO,NL,0,0,1,0,0,0,0,6,2,1,0,1,0,0.28,4.5,,0,0,0,8,1,1,,, +ladedo01,1950,1,CHN,NL,5,6,34,12,2,0,2,353,126,62,14,50,36,0.27,4.74,,4,2,1,516,8,68,,, +landrjo01,1950,1,BRO,NL,0,0,7,0,0,0,1,20,12,6,2,1,5,0.41,8.1,,0,1,0,34,2,8,,, +laniema01,1950,1,SLN,NL,11,9,27,27,10,2,0,544,173,63,13,68,89,0.24,3.13,,0,1,5,771,0,70,,, +lawve01,1950,1,PIT,NL,7,9,27,17,5,1,0,384,137,70,11,49,57,0.27,4.92,,2,4,0,562,6,83,,, +lemonbo01,1950,1,CLE,AL,23,11,44,37,22,3,3,864,281,123,28,146,170,0.25,3.84,,5,2,0,1254,5,144,,, +leonadu02,1950,1,CHN,NL,5,1,35,1,0,0,6,222,70,31,7,27,28,0.24,3.77,,5,2,1,318,21,41,,, +littldi01,1950,1,BOS,AL,2,2,15,2,0,0,1,70,27,24,6,24,13,0.29,9.26,,1,1,0,117,5,25,,, +loesbi01,1950,1,BRO,NL,0,0,10,0,0,0,0,38,16,11,5,5,2,0.31,7.82,,0,0,1,56,6,11,,, +lombavi01,1950,1,PIT,NL,0,5,39,2,0,0,1,229,93,56,14,48,26,0.31,6.6,,2,2,4,356,23,61,,, +lopated01,1950,1,NYA,AL,18,8,35,32,15,3,1,709,244,91,19,65,72,0.26,3.47,,0,4,1,999,2,110,,, +macdobi01,1950,1,PIT,NL,8,10,32,20,6,2,1,459,138,73,17,88,60,0.24,4.29,,4,1,0,664,8,88,,, +madisda01,1950,1,NYA,AL,0,0,1,0,0,0,0,9,3,2,1,1,1,0.27,6,,0,0,0,12,0,2,,, +maglisa01,1950,1,NY1,NL,18,4,47,16,12,5,1,618,169,62,14,86,96,0.22,2.71,,4,10,0,854,9,71,,, +mainwo01,1950,1,PIT,NL,1,0,12,0,0,0,1,61,21,11,2,11,12,0.25,4.87,,0,1,0,95,4,12,,, +mallema01,1950,1,BRO,NL,0,0,2,0,0,0,0,4,2,0,0,1,2,0.33,0,,0,0,0,7,1,0,,, +manvidi01,1950,1,BSN,NL,0,0,1,0,0,0,0,6,0,0,0,3,2,0,0,,1,0,0,10,1,0,,, +marchph01,1950,1,BOS,AL,0,0,1,0,0,0,0,4,1,1,0,2,0,0.2,6.75,,0,0,0,7,0,1,,, +marreco01,1950,1,WS1,AL,6,10,27,19,8,1,1,456,159,76,17,55,63,0.26,4.5,,1,4,2,662,5,84,,, +marshcu01,1950,1,SLA,AL,1,3,28,2,0,0,1,161,72,47,1,51,24,0.32,7.88,,3,1,0,280,13,52,,, +martifr02,1950,1,SLN,NL,4,2,30,2,0,0,0,190,87,36,4,30,19,0.33,5.12,,3,1,0,298,16,43,,, +martiro01,1950,1,WS1,AL,0,1,2,1,0,0,0,4,4,4,0,2,0,0.5,27,,0,0,0,10,1,4,,, +mastewa02,1950,1,BOS,AL,8,6,33,15,6,0,1,388,145,81,15,82,60,0.28,5.64,,7,1,0,596,7,91,,, +mccalwi01,1950,1,PIT,NL,0,0,2,0,0,0,0,20,12,7,2,4,5,0.38,9.45,,0,0,0,35,0,7,,, +mccrale01,1950,1,PHA,AL,0,0,2,0,0,0,0,4,7,4,0,0,2,0.63,27,,0,1,0,12,0,4,,, +mcdermi03,1950,1,BOS,AL,7,3,38,15,4,0,5,390,119,75,8,124,96,0.24,5.19,,4,2,4,609,16,80,,, +mcdonji04,1950,1,BOS,AL,1,0,9,0,0,0,0,57,23,8,1,10,5,0.32,3.79,,0,1,0,85,1,9,,, +mcglopa01,1950,1,BRO,NL,0,0,1,0,0,0,0,6,5,3,0,1,2,0.45,13.5,,0,0,2,12,0,3,,, +meyerru01,1950,1,PHI,NL,9,11,32,25,3,0,1,479,193,94,21,67,74,0.3,5.3,,4,2,2,710,3,108,,, +millebo02,1950,1,PHI,NL,11,6,35,22,7,2,1,522,190,69,9,57,44,0.27,3.57,,5,5,3,755,6,78,,, +minnepa01,1950,1,CHN,NL,8,13,39,24,9,1,4,571,217,87,18,72,99,0.28,4.11,,3,1,3,839,9,105,,, +morenju01,1950,1,WS1,AL,1,1,4,3,1,0,0,64,22,11,1,12,7,0.26,4.64,,0,1,0,95,0,13,,, +muellgo01,1950,1,BOS,AL,0,0,8,0,0,0,0,21,11,8,1,13,1,0.34,10.29,,0,0,0,45,1,8,,, +mungere01,1950,1,SLN,NL,7,8,32,20,5,1,0,464,158,67,15,70,61,0.26,3.9,,1,3,1,682,4,73,,, +murrajo01,1950,1,PHA,AL,0,3,8,2,0,0,0,90,34,19,1,21,8,0.28,5.7,,1,0,0,143,3,20,,, +nagyst01,1950,1,WS1,AL,2,5,9,9,2,0,0,160,69,39,5,29,17,0.3,6.58,,0,0,0,258,0,50,,, +neveler01,1950,1,NYA,AL,0,1,3,1,0,0,0,19,10,7,0,6,3,0.34,9.95,,0,0,0,35,1,7,,, +newcodo01,1950,1,BRO,NL,19,11,40,35,20,4,3,802,258,110,22,75,130,0.25,3.7,,1,2,1,1101,4,120,,, +newhoha01,1950,1,DET,AL,15,13,35,30,15,1,3,641,232,103,23,81,87,0.27,4.34,,4,4,0,929,5,110,,, +nixonwi01,1950,1,BOS,AL,8,6,22,15,2,0,2,304,126,68,8,58,57,0.31,6.04,,2,2,0,476,3,75,,, +ostrojo02,1950,1,SLA,AL,2,4,9,7,2,0,0,172,57,16,2,7,15,0.25,2.51,,0,0,0,237,2,22,,, +ostrojo02,1950,2,NYA,AL,1,1,21,4,1,0,3,131,50,25,11,15,15,0.29,5.15,,0,0,0,185,9,26,,, +overmst01,1950,1,SLA,AL,9,12,31,19,8,2,0,483,200,75,11,45,39,0.29,4.19,,1,1,0,722,4,89,,, +pagejo01,1950,1,NYA,AL,3,7,37,0,0,0,13,166,66,31,8,31,33,0.29,5.04,,0,0,1,259,33,34,,, +palicer01,1950,1,BRO,NL,13,8,43,19,10,2,1,604,176,80,13,98,131,0.23,3.58,,4,2,0,850,8,89,,, +papaial01,1950,1,BOS,AL,4,2,16,3,2,0,2,152,61,38,5,28,19,0.29,6.75,,0,0,0,238,5,41,,, +papaial01,1950,2,SLN,NL,1,0,13,0,0,0,0,57,21,11,0,14,7,0.3,5.21,,0,0,0,87,5,12,,, +papisfr01,1950,1,PIT,NL,0,0,4,1,0,0,0,7,8,7,1,4,1,0.53,27,,0,0,0,19,0,7,,, +parneme01,1950,1,BOS,AL,18,10,40,31,21,2,3,747,244,100,17,106,93,0.25,3.61,,4,7,0,1070,8,116,,, +pascuca01,1950,1,WS1,AL,1,1,2,2,2,0,0,51,12,4,0,8,3,0.19,2.12,,0,1,0,71,0,5,,, +pearcji01,1950,1,WS1,AL,2,1,20,3,1,0,0,170,58,38,2,37,18,0.27,6.04,,2,1,1,258,6,40,,, +perkoha01,1950,1,CIN,NL,0,0,22,0,0,0,0,103,36,20,6,23,19,0.28,5.24,,0,1,0,159,9,21,,, +perkojo01,1950,1,CHA,AL,0,0,1,0,0,0,0,15,7,4,3,1,3,0.31,7.2,,0,0,0,23,1,4,,, +peterke01,1950,1,CIN,NL,0,3,9,2,0,0,0,60,25,16,4,17,6,0.3,7.2,,2,0,0,99,1,20,,, +phillja02,1950,1,PIT,NL,0,0,1,0,0,0,0,15,7,4,0,1,2,0.33,7.2,,2,0,0,22,1,4,,, +piercbi02,1950,1,CHA,AL,12,16,33,29,15,1,1,658,189,97,11,137,118,0.22,3.98,,4,2,0,978,3,112,,, +pierema01,1950,1,CLE,AL,0,1,29,1,0,0,1,142,45,22,2,30,11,0.25,4.18,,1,0,1,212,13,24,,, +pierrbi01,1950,1,PIT,NL,0,2,12,3,0,0,0,87,33,34,2,28,13,0.28,10.55,,3,2,1,146,2,34,,, +pilledu01,1950,1,NYA,AL,0,0,4,0,0,0,0,21,9,1,0,3,4,0.32,1.29,,0,0,0,32,2,3,,, +pilledu01,1950,2,SLA,AL,3,5,24,7,1,0,2,221,104,58,6,44,18,0.33,7.09,,3,2,1,360,7,62,,, +podbibu01,1950,1,BRO,NL,5,4,20,10,2,0,1,218,93,43,10,29,28,0.3,5.33,,3,2,0,334,4,47,,, +poholto01,1950,1,SLN,NL,0,0,5,1,0,0,0,44,16,6,2,3,2,0.28,3.68,,1,0,0,60,2,6,,, +polleho01,1950,1,SLN,NL,14,13,37,30,14,2,2,697,228,85,19,68,117,0.25,3.29,,4,1,0,973,5,103,,, +portebo01,1950,1,NYA,AL,1,1,10,2,0,0,1,59,28,19,2,8,9,0.34,8.69,,0,0,1,91,2,19,,, +queenme01,1950,1,PIT,NL,5,14,33,21,4,1,0,361,135,80,18,73,76,0.28,5.98,,1,2,1,562,5,95,,, +quinnfr02,1950,1,BOS,AL,0,0,1,0,0,0,0,6,2,2,0,1,0,0.25,9,,0,0,0,9,1,2,,, +raffeke01,1950,1,CIN,NL,14,19,38,35,18,4,0,717,271,113,34,40,87,0.27,4.26,,0,2,0,1026,1,127,,, +ramsdwi01,1950,1,BRO,NL,1,2,5,0,0,0,1,19,7,2,0,2,2,0.29,2.84,,1,1,0,27,5,3,,, +ramsdwi01,1950,2,CIN,NL,7,12,27,22,8,1,0,472,151,65,17,75,83,0.25,3.72,,5,2,0,672,2,77,,, +raneyri01,1950,1,SLA,AL,0,1,1,0,0,0,0,6,2,1,0,2,2,0.25,4.5,,0,0,0,10,0,2,,, +raschvi01,1950,1,NYA,AL,21,8,33,32,17,2,1,770,232,114,19,116,155,0.24,4,,6,3,6,1085,1,120,,, +reynoal01,1950,1,NYA,AL,16,12,35,29,14,2,2,722,215,100,12,138,160,0.24,3.74,,5,8,2,1045,4,108,,, +ridzist01,1950,1,PHI,NL,0,0,1,0,0,0,0,9,3,2,1,1,2,0.3,6,,0,0,0,11,0,2,,, +roberro01,1950,1,PHI,NL,20,11,40,39,21,5,1,913,282,102,29,77,146,0.24,3.02,,2,2,0,1228,1,112,,, +roepr01,1950,1,BRO,NL,19,11,36,32,16,2,1,752,245,92,34,66,125,0.25,3.3,,2,4,0,1027,4,96,,, +rogovsa01,1950,1,DET,AL,2,1,11,5,1,0,0,120,39,20,5,26,11,0.25,4.5,,0,2,1,182,4,21,,, +romanji01,1950,1,BRO,NL,0,0,3,1,0,0,0,19,8,4,0,2,8,0.29,5.68,,0,0,0,30,1,6,,, +rossbo01,1950,1,WS1,AL,0,1,6,2,0,0,0,38,15,12,1,15,2,0.3,8.53,,2,0,1,69,4,12,,, +rotblma01,1950,1,CHA,AL,0,0,2,0,0,0,0,26,11,6,2,5,6,0.34,6.23,,0,0,0,38,2,7,,, +royno01,1950,1,BSN,NL,4,3,19,6,2,0,1,179,72,34,7,39,25,0.3,5.13,,0,2,1,279,4,38,,, +rozekdi01,1950,1,CLE,AL,0,0,12,2,0,0,0,76,28,14,3,19,14,0.28,4.97,,1,0,0,119,5,15,,, +rushbo01,1950,1,CHN,NL,13,20,39,34,19,1,1,764,261,105,11,93,93,0.26,3.71,,2,6,0,1094,2,124,,, +sainjo01,1950,1,BSN,NL,20,13,37,37,25,3,0,835,294,122,34,70,96,0.26,3.94,,5,2,3,1178,0,139,,, +sanfofr01,1950,1,NYA,AL,5,4,26,12,2,0,0,338,103,57,9,79,54,0.25,4.55,,3,1,1,503,4,60,,, +scarbra01,1950,1,WS1,AL,3,5,8,8,4,2,0,175,62,26,1,22,24,0.27,4.01,,3,2,0,256,0,30,,, +scarbra01,1950,2,CHA,AL,10,13,27,23,8,1,1,448,160,88,10,62,70,0.27,5.3,,4,4,0,658,3,95,,, +schacsi01,1950,1,SLA,AL,0,0,8,1,0,0,0,32,24,19,5,14,7,0.42,16.03,,2,0,0,70,2,22,,, +schanch01,1950,1,BOS,AL,3,2,14,0,0,0,0,68,25,21,3,24,14,0.28,8.34,,2,1,0,115,5,21,,, +scheica01,1950,1,PHA,AL,3,10,43,8,1,0,3,318,138,85,13,70,37,0.31,7.22,,9,0,1,513,23,96,,, +schmijo01,1950,1,CHN,NL,10,16,39,27,8,3,0,579,217,107,23,91,75,0.28,4.99,,5,4,2,872,5,122,,, +shantbo01,1950,1,PHA,AL,8,14,36,23,6,1,0,644,251,110,18,85,93,0.29,4.61,,0,7,3,957,9,122,,, +simaal01,1950,1,WS1,AL,4,5,17,9,1,0,0,231,89,41,9,26,23,0.29,4.79,,1,1,0,342,2,49,,, +simmocu01,1950,1,PHI,NL,17,8,31,27,11,2,1,644,178,81,19,88,146,0.22,3.4,,3,2,1,896,3,93,,, +singlel01,1950,1,WS1,AL,1,2,21,1,0,0,0,109,39,21,4,17,19,0.29,5.2,,4,0,0,157,11,23,,, +sleatlo01,1950,1,SLA,AL,0,0,1,0,0,0,0,3,0,0,0,0,1,0,0,,0,0,0,3,1,0,,, +smithfr06,1950,1,CIN,NL,2,7,38,4,0,0,3,272,73,39,12,39,55,0.21,3.87,,1,8,2,392,19,43,,, +spahnwa01,1950,1,BSN,NL,21,17,41,39,25,1,1,879,248,103,22,111,191,0.22,3.16,,8,1,0,1217,2,123,,, +spencge01,1950,1,NY1,NL,1,0,10,1,1,0,0,76,12,7,3,7,5,0.14,2.49,,0,0,0,94,4,7,,, +stalege01,1950,1,SLN,NL,13,13,42,22,7,1,3,509,201,94,14,61,62,0.3,4.99,,3,7,0,746,10,101,,, +starrdi01,1950,1,SLA,AL,7,5,32,16,4,1,2,371,140,69,11,74,30,0.28,5.02,,5,7,0,576,7,83,,, +stobbch01,1950,1,BOS,AL,12,7,32,21,6,0,1,508,158,96,17,88,78,0.25,5.1,,0,5,1,738,3,104,,, +stuarma01,1950,1,DET,AL,3,1,19,1,0,0,2,131,59,27,6,22,19,0.33,5.56,,1,1,1,205,7,32,,, +stuffpa01,1950,1,PHI,NL,0,0,3,0,0,0,0,15,4,1,0,1,3,0.21,1.8,,0,1,0,21,1,1,,, +sucheji01,1950,1,BOS,AL,0,0,4,0,0,0,0,12,3,2,0,4,3,0.23,4.5,,0,0,0,18,3,2,,, +surkoma01,1950,1,BSN,NL,5,2,9,6,2,0,0,167,63,20,5,20,21,0.28,3.23,,0,2,0,246,3,29,,, +tayloha03,1950,1,BOS,AL,2,0,3,2,2,1,0,57,13,3,0,8,8,0.19,1.42,,1,0,0,74,1,3,,, +thompjo01,1950,1,PHI,NL,0,0,2,0,0,0,0,12,1,0,0,4,2,0.07,0,,0,0,0,17,0,1,,, +troutdi01,1950,1,DET,AL,13,5,34,20,11,1,4,554,190,77,13,64,88,0.26,3.75,,0,5,0,791,6,84,,, +truckvi01,1950,1,DET,AL,3,1,7,7,2,1,0,145,45,19,6,21,25,0.24,3.54,,0,1,0,209,0,20,,, +vancuch01,1950,1,BRO,NL,1,3,12,4,1,0,0,100,33,18,3,12,21,0.26,4.86,,1,1,1,140,1,19,,, +vandejo01,1950,1,CHN,NL,3,4,32,6,0,0,1,221,60,31,10,59,41,0.22,3.79,,3,2,0,338,17,46,,, +vargaan01,1950,1,CHN,NL,0,0,1,0,0,0,0,3,0,0,0,1,0,0,0,,0,0,0,3,1,0,,, +voisebi01,1950,1,CHN,NL,0,4,19,7,0,0,0,154,64,33,7,29,25,0.3,5.79,,0,1,0,243,2,39,,, +wallmu01,1950,1,BSN,NL,0,0,1,0,0,0,0,12,6,4,0,2,2,0.33,9,,0,0,0,20,1,5,,, +walshju01,1950,1,PIT,NL,1,1,38,2,0,0,2,187,56,35,6,34,33,0.24,5.05,,1,1,1,269,17,36,,, +waltebu01,1950,1,BSN,NL,0,0,1,0,0,0,0,12,5,2,0,2,0,0.31,4.5,,1,0,0,19,0,2,,, +wehmehe01,1950,1,CIN,NL,10,18,41,32,12,0,4,690,255,145,27,135,121,0.28,5.67,,11,4,1,1058,7,157,,, +weikdi01,1950,1,WS1,AL,1,3,14,5,1,0,0,132,38,21,2,47,26,0.23,4.3,,2,0,0,212,5,27,,, +weikdi01,1950,2,CLE,AL,1,3,11,2,0,0,0,78,18,11,1,26,16,0.2,3.81,,3,1,0,118,2,17,,, +weltedi01,1950,1,WS1,AL,0,0,5,0,0,0,0,18,5,2,0,6,2,0.21,3,,0,0,0,29,3,5,,, +werlebi01,1950,1,PIT,NL,8,16,48,22,6,0,8,646,249,110,25,65,78,0.29,4.6,,4,6,0,940,18,127,,, +whiteha01,1950,1,DET,AL,9,6,42,8,3,1,1,333,96,56,7,65,53,0.23,4.54,,4,1,0,482,18,59,,, +widmaal01,1950,1,SLA,AL,7,15,36,26,8,1,4,584,211,103,16,74,78,0.27,4.76,,1,3,0,863,8,115,,, +wightbi01,1950,1,CHA,AL,10,16,30,28,13,3,0,618,213,82,10,79,62,0.27,3.58,,3,0,0,885,2,89,,, +wilkste01,1950,1,SLN,NL,2,0,18,0,0,0,0,73,27,18,4,9,15,0.28,6.66,,1,1,1,106,7,18,,, +wynnea01,1950,1,CLE,AL,18,8,32,28,14,2,0,641,166,76,20,101,143,0.21,3.2,,0,4,1,903,4,88,,, +wyseha01,1950,1,PHA,AL,9,14,41,23,4,0,0,512,192,111,16,87,33,0.28,5.85,,0,8,0,772,9,121,,, +zoldasa01,1950,1,CLE,AL,4,2,33,3,0,0,4,191,64,28,6,21,15,0.25,3.96,,0,1,0,274,14,33,,, +alomalu01,1951,1,CHA,AL,6,0,25,1,1,1,3,208,52,14,3,24,25,0.21,1.82,,0,2,0,273,11,14,,, +bambege01,1951,1,NY1,NL,0,0,2,0,0,0,0,6,4,4,2,2,1,0.44,18,,0,0,0,11,0,4,,, +bankhda01,1951,1,BRO,NL,0,1,7,1,0,0,0,42,27,24,5,14,9,0.42,15.43,,1,0,0,80,4,24,,, +beardge01,1951,1,WS1,AL,0,0,1,1,0,0,0,8,6,5,0,2,1,0.42,16.88,,0,0,0,16,0,5,,, +beardge01,1951,2,DET,AL,3,4,37,4,2,1,0,318,112,51,6,58,38,0.27,4.33,,5,1,0,476,12,58,,, +bickfve01,1951,1,BSN,NL,11,9,25,20,12,3,0,494,146,57,7,76,76,0.24,3.12,,0,6,0,697,5,68,,, +blackew01,1951,1,CIN,NL,16,15,38,32,11,2,2,698,204,89,16,97,120,0.23,3.44,,5,9,1,996,5,110,,, +blackji01,1951,1,CIN,NL,0,0,2,0,0,0,0,11,8,7,3,2,1,0.44,17.18,,0,2,0,22,0,7,,, +blakeed01,1951,1,CIN,NL,0,0,3,0,0,0,0,12,10,5,3,1,1,0.47,11.25,,0,0,1,24,2,5,,, +bokeldi01,1951,1,SLN,NL,3,3,20,1,0,0,3,157,49,22,2,31,22,0.24,3.78,,3,1,0,235,8,30,,, +borowha01,1951,1,DET,AL,2,2,26,1,0,0,0,136,58,35,3,27,16,0.31,6.95,,3,1,0,219,11,39,,, +bowmaro01,1951,1,NY1,NL,2,4,9,5,0,0,0,79,35,18,2,22,24,0.29,6.15,,1,1,1,142,2,18,,, +boyercl01,1951,1,SLN,NL,2,5,19,8,1,0,1,190,68,37,9,46,40,0.28,5.26,,4,3,0,288,3,42,,, +brancra01,1951,1,BRO,NL,13,12,42,27,13,3,3,612,180,74,19,85,118,0.23,3.26,,6,3,0,855,11,81,,, +brazlal01,1951,1,SLN,NL,6,5,56,8,5,0,7,463,139,53,13,60,66,0.24,3.09,,1,5,1,650,28,61,,, +brechha01,1951,1,SLN,NL,8,4,24,16,5,0,2,416,134,50,11,54,57,0.25,3.25,,0,1,1,582,7,54,,, +brisslo01,1951,1,PHA,AL,0,2,2,2,0,0,0,40,20,10,0,8,3,0.35,6.75,,0,0,0,64,0,10,,, +brisslo01,1951,2,CLE,AL,4,3,54,4,1,0,9,337,90,40,5,61,50,0.22,3.2,,3,3,0,478,26,44,,, +brittja01,1951,1,PHI,NL,0,0,3,0,0,0,0,12,5,4,0,6,3,0.29,9,,2,0,0,23,1,5,,, +brownal01,1951,1,WS1,AL,0,0,7,0,0,0,0,35,14,12,1,12,7,0.29,9.26,,0,1,0,60,4,12,,, +brownha01,1951,1,CHA,AL,0,0,3,0,0,0,1,26,15,9,3,4,4,0.38,9.35,,0,0,0,44,2,9,,, +burdele01,1951,1,BSN,NL,0,0,3,0,0,0,0,13,6,3,0,5,1,0.37,6.23,,1,1,0,23,0,4,,, +burtsmo01,1951,1,PHA,AL,0,0,7,0,0,0,0,51,18,10,0,12,4,0.27,5.29,,2,1,0,79,6,11,,, +byerlbu01,1951,1,CIN,NL,2,1,40,0,0,0,0,198,69,24,6,25,28,0.26,3.27,,3,2,0,289,16,33,,, +byrneto01,1951,1,NYA,AL,2,1,9,3,0,0,0,63,16,16,0,36,14,0.21,6.86,,2,3,0,115,1,17,,, +byrneto01,1951,2,SLA,AL,4,10,19,17,7,2,0,368,104,52,5,114,57,0.23,3.82,,2,12,0,577,2,56,,, +cainbo01,1951,1,CHA,AL,1,2,4,4,1,0,0,79,25,11,3,13,3,0.24,3.76,,1,3,0,119,0,14,,, +cainbo01,1951,2,DET,AL,11,10,35,22,6,1,2,448,135,78,12,82,58,0.23,4.7,,4,11,2,663,6,88,,, +calvepa01,1951,1,DET,AL,0,0,1,0,0,0,0,3,1,0,0,0,0,0.25,0,,0,0,0,4,1,0,,, +candimi01,1951,1,PHI,NL,1,0,15,0,0,0,0,90,33,20,3,18,14,0.27,6,,1,0,0,139,4,22,,, +carlsdo01,1951,1,PIT,NL,2,3,7,6,2,0,0,129,50,20,4,14,20,0.29,4.19,,2,1,0,189,0,22,,, +chakabo01,1951,1,CLE,AL,3,4,17,10,2,1,0,205,80,36,3,43,32,0.29,4.74,,2,0,1,321,5,40,,, +chambcl01,1951,1,PIT,NL,3,6,10,10,2,1,0,179,64,37,5,31,19,0.27,5.58,,2,4,0,272,0,38,,, +chambcl01,1951,2,SLN,NL,11,6,21,16,9,1,0,388,120,55,13,56,45,0.25,3.83,,2,0,0,543,1,59,,, +chipmbo01,1951,1,BSN,NL,4,3,33,0,0,0,4,156,59,28,5,19,17,0.28,4.85,,2,2,0,233,22,29,,, +churcbu01,1951,1,PHI,NL,15,11,38,33,15,4,1,741,246,97,17,90,104,0.26,3.53,,3,1,0,1046,2,107,,, +coleda01,1951,1,BSN,NL,2,4,23,7,1,0,0,203,64,32,3,64,33,0.25,4.26,,2,2,1,320,4,43,,, +colemjo04,1951,1,PHA,AL,1,6,28,9,1,0,1,289,117,64,12,59,34,0.3,5.98,,3,3,0,452,8,69,,, +colluja01,1951,1,SLN,NL,2,1,3,2,1,1,0,51,11,3,0,10,5,0.2,1.59,,0,0,0,66,1,3,,, +consusa01,1951,1,WS1,AL,7,8,40,12,5,0,3,438,140,65,10,63,31,0.25,4.01,,1,0,1,627,16,71,,, +corwial01,1951,1,NY1,NL,5,1,15,8,3,1,1,177,49,24,7,21,30,0.22,3.66,,0,0,0,244,3,27,,, +crimija01,1951,1,SLN,NL,1,0,11,0,0,0,1,51,24,17,3,8,5,0.33,9,,0,0,0,80,5,17,,, +cristle01,1951,1,PHI,NL,1,1,10,1,0,0,0,66,28,12,3,9,6,0.31,4.91,,0,1,0,100,2,13,,, +dempsco01,1951,1,PIT,NL,0,2,3,2,0,0,0,21,11,7,2,4,3,0.39,9,,0,0,0,33,1,7,,, +dicksmu01,1951,1,PIT,NL,20,16,45,35,19,3,2,866,294,129,32,101,112,0.26,4.02,,1,6,1,1241,9,151,,, +dobsojo01,1951,1,CHA,AL,7,6,28,21,6,0,3,440,136,59,17,51,67,0.24,3.62,,1,0,0,609,3,68,,, +donnebl01,1951,1,BSN,NL,0,1,6,0,0,0,0,22,8,6,1,6,3,0.28,7.36,,1,1,1,38,1,6,,, +donovdi01,1951,1,BSN,NL,0,0,8,2,0,0,0,41,17,8,0,11,4,0.29,5.27,,0,0,0,69,3,11,,, +dorisha01,1951,1,CHA,AL,5,6,32,4,2,1,0,290,101,38,6,31,29,0.27,3.54,,4,0,0,406,20,50,,, +drewska01,1951,1,PHI,NL,1,0,5,3,1,0,0,69,29,16,2,7,13,0.29,6.26,,3,4,0,110,0,16,,, +dubiemo01,1951,1,CHN,NL,2,2,22,0,0,0,1,164,46,14,3,22,19,0.23,2.3,,0,0,2,221,12,17,,, +dusaker01,1951,1,SLN,NL,0,0,5,0,0,0,0,30,14,8,0,7,8,0.33,7.2,,0,0,0,49,4,8,,, +dusaker01,1951,2,PIT,NL,0,1,3,1,0,0,0,20,10,9,2,9,2,0.35,12.15,,0,1,0,38,2,10,,, +erauted01,1951,1,CIN,NL,0,0,30,0,0,0,0,118,50,25,4,23,20,0.31,5.72,,2,3,0,188,10,31,,, +erskica01,1951,1,BRO,NL,16,12,46,19,7,0,4,569,206,94,23,78,95,0.28,4.46,,0,2,0,829,18,105,,, +estocge01,1951,1,BSN,NL,0,1,37,1,0,0,3,181,56,29,2,37,11,0.25,4.33,,2,0,0,263,16,33,,, +evansbi02,1951,1,BOS,AL,0,0,9,0,0,0,0,46,15,7,0,8,3,0.26,4.11,,2,0,0,66,4,8,,, +fahrje01,1951,1,CLE,AL,0,0,5,0,0,0,0,17,11,3,0,2,0,0.5,4.76,,0,0,0,25,2,3,,, +fannicl01,1951,1,SLA,AL,0,2,7,1,0,0,0,46,20,11,6,5,11,0.31,6.46,,0,0,0,70,5,16,,, +fellebo01,1951,1,CLE,AL,22,8,33,32,16,4,0,749,239,97,22,95,111,0.25,3.5,,2,7,0,1061,1,105,,, +ferrito01,1951,1,NYA,AL,1,1,9,0,0,0,1,36,21,10,4,7,3,0.38,7.5,,0,0,0,63,5,12,,, +ferrito01,1951,2,WS1,AL,2,0,22,0,0,0,2,125,36,11,3,7,17,0.23,2.38,,1,0,0,163,15,16,,, +flowebe01,1951,1,BOS,AL,0,0,1,0,0,0,0,9,2,0,0,1,2,0.2,0,,0,0,0,11,0,0,,, +fowledi01,1951,1,PHA,AL,5,11,22,22,4,0,0,375,141,78,11,72,29,0.29,5.62,,0,1,0,568,0,89,,, +foxho01,1951,1,CIN,NL,9,14,40,30,9,4,2,684,239,97,15,69,57,0.27,3.83,,2,2,0,958,5,105,,, +frienbo01,1951,1,PIT,NL,6,10,34,22,3,1,0,449,173,71,12,68,41,0.29,4.27,,1,0,0,666,5,94,,, +garcimi01,1951,1,CLE,AL,20,13,47,30,15,1,6,762,239,89,10,82,118,0.24,3.15,,6,3,0,1066,14,101,,, +garvene01,1951,1,SLA,AL,20,12,33,30,24,1,0,738,237,102,17,96,84,0.25,3.73,,6,5,0,1044,3,114,,, +getteal01,1951,1,NY1,NL,1,2,30,1,0,0,0,172,52,31,12,25,36,0.24,4.87,,1,0,0,246,11,37,,, +grayte01,1951,1,DET,AL,7,14,34,28,9,1,1,592,194,89,17,95,131,0.25,4.06,,4,6,0,876,3,103,,, +grimsro01,1951,1,CHA,AL,0,0,7,0,0,0,0,42,12,6,1,10,8,0.23,3.86,,1,0,0,61,3,8,,, +gromest01,1951,1,CLE,AL,7,4,27,8,4,0,1,322,98,33,6,29,40,0.23,2.77,,1,4,0,450,8,41,,, +gumpera01,1951,1,CHA,AL,9,8,33,16,7,1,2,425,156,68,20,34,45,0.27,4.32,,0,1,1,616,10,74,,, +habenbo01,1951,1,SLN,NL,0,0,3,0,0,0,0,15,5,4,0,9,1,0.27,7.2,,0,0,0,27,0,4,,, +hackewa02,1951,1,CHN,NL,0,0,2,0,0,0,0,4,3,2,0,0,2,0.5,13.5,,0,1,0,8,1,2,,, +hansean01,1951,1,PHI,NL,3,1,24,0,0,0,0,117,34,11,4,7,11,0.22,2.54,,1,1,0,157,8,14,,, +hardyre01,1951,1,NY1,NL,0,0,2,0,0,0,0,4,4,1,0,1,0,0.57,6.75,,0,1,0,10,0,1,,, +harribu02,1951,1,PHA,AL,0,0,3,0,0,0,0,12,4,4,0,5,2,0.25,9,,0,1,0,22,1,4,,, +harribu02,1951,2,CLE,AL,0,0,2,0,0,0,0,12,5,2,0,4,1,0.33,4.5,,0,0,0,20,1,2,,, +harrimi01,1951,1,WS1,AL,6,8,41,0,0,0,4,262,87,37,6,43,47,0.26,3.81,,2,1,0,385,29,45,,, +hattejo01,1951,1,BRO,NL,1,0,11,6,0,0,0,148,55,25,3,21,22,0.28,4.56,,2,0,0,218,0,25,,, +hattejo01,1951,2,CHN,NL,2,6,23,6,1,0,0,226,82,43,8,37,23,0.28,5.14,,4,1,0,334,11,48,,, +haugsph01,1951,1,BRO,NL,0,1,21,1,0,0,0,92,28,22,4,24,22,0.23,6.46,,1,3,0,148,6,25,,, +haynejo01,1951,1,WS1,AL,1,4,26,3,1,0,2,219,85,37,9,37,18,0.29,4.56,,1,1,0,334,14,46,,, +hearnji01,1951,1,NY1,NL,17,9,34,34,11,0,0,634,204,85,21,82,66,0.25,3.62,,6,2,1,902,0,102,,, +heintke01,1951,1,PHI,NL,6,12,35,12,3,0,2,355,119,55,13,53,55,0.26,4.18,,1,4,0,516,13,61,,, +herbera01,1951,1,DET,AL,4,0,5,0,0,0,0,38,8,2,0,9,9,0.19,1.42,,3,0,0,51,4,2,,, +herrebo01,1951,1,SLA,AL,0,0,3,0,0,0,0,7,6,7,2,4,1,0.46,27,,0,1,0,18,2,7,,, +hillefr01,1951,1,CHN,NL,6,12,24,21,6,2,1,424,147,76,17,31,50,0.26,4.84,,3,9,1,594,1,83,,, +hinripa01,1951,1,BOS,AL,0,0,4,0,0,0,0,10,7,8,1,4,1,0.41,21.6,,0,0,0,21,1,8,,, +hisneha01,1951,1,BOS,AL,0,1,1,1,0,0,0,18,7,3,0,4,3,0.29,4.5,,0,0,0,28,0,3,,, +hoguebo01,1951,1,BSN,NL,0,0,3,0,0,0,0,15,4,3,1,3,0,0.23,5.4,,0,0,0,20,1,3,,, +hoguebo01,1951,2,SLA,AL,1,1,18,0,0,0,1,89,31,17,1,23,11,0.27,5.16,,0,0,0,137,9,17,,, +hoguebo01,1951,3,NYA,AL,1,0,7,0,0,0,0,22,4,0,0,3,2,0.17,0,,1,0,0,26,3,0,,, +holcoke01,1951,1,CHA,AL,11,12,28,23,12,2,0,478,142,67,9,68,39,0.24,3.78,,2,1,0,670,3,69,,, +hoopebo01,1951,1,PHA,AL,12,10,38,23,9,0,5,567,192,92,13,61,64,0.26,4.38,,4,3,0,790,8,98,,, +hudsosi01,1951,1,WS1,AL,5,12,23,19,8,0,0,416,168,79,8,52,43,0.3,5.13,,1,4,0,621,4,90,,, +hutchfr01,1951,1,DET,AL,10,10,31,20,9,2,2,565,204,77,11,27,53,0.27,3.68,,4,2,0,782,8,84,,, +jansela01,1951,1,NY1,NL,23,11,39,34,18,3,0,836,254,94,26,56,145,0.23,3.04,,3,3,0,1133,5,102,,, +johnsdo03,1951,1,SLA,AL,0,1,6,3,0,0,0,45,27,21,4,18,8,0.39,12.6,,0,1,0,91,1,26,,, +johnsdo03,1951,2,WS1,AL,7,11,21,20,8,1,0,431,138,63,9,58,52,0.25,3.95,,0,2,3,607,1,67,,, +johnsea01,1951,1,DET,AL,0,0,6,0,0,0,1,17,9,4,0,2,2,0.37,6.35,,1,0,0,26,2,5,,, +johnske01,1951,1,PHI,NL,5,8,20,18,4,3,0,319,103,54,8,68,58,0.25,4.57,,5,3,0,474,2,56,,, +jonessa02,1951,1,CLE,AL,0,1,2,1,0,0,0,26,4,2,0,5,4,0.14,2.08,,0,0,0,34,1,2,,, +jonessh01,1951,1,NY1,NL,6,11,41,12,2,0,4,361,119,57,12,52,58,0.26,4.26,,8,4,0,523,14,77,,, +jordani01,1951,1,PHI,NL,2,3,5,5,2,1,0,110,35,13,4,8,11,0.25,3.19,,0,0,1,149,0,15,,, +judsoho01,1951,1,CHA,AL,5,6,27,14,3,0,1,365,124,51,9,55,43,0.26,3.77,,2,2,1,534,7,67,,, +kellnal01,1951,1,PHA,AL,11,14,33,29,11,1,2,629,218,104,20,93,94,0.27,4.46,,9,4,0,909,3,118,,, +kellybo01,1951,1,CHN,NL,7,4,35,11,4,0,0,371,130,64,8,55,48,0.27,4.66,,7,1,0,534,10,70,,, +kennebi02,1951,1,SLA,AL,1,5,19,5,1,0,0,168,76,36,4,37,29,0.33,5.79,,1,1,0,272,4,37,,, +kennemo01,1951,1,NY1,NL,1,2,29,5,1,0,0,204,68,17,0,31,22,0.27,2.25,,1,0,0,286,12,25,,, +kielyle01,1951,1,BOS,AL,7,7,17,16,4,0,0,340,106,42,9,39,46,0.25,3.34,,3,2,0,474,0,48,,, +kindeel01,1951,1,BOS,AL,11,2,63,2,1,0,14,381,108,36,9,46,84,0.23,2.55,,2,0,0,526,41,42,,, +kingcl01,1951,1,BRO,NL,14,7,48,3,1,0,6,364,118,56,15,50,33,0.26,4.15,,6,3,0,511,31,64,,, +klippjo01,1951,1,CHN,NL,6,6,35,11,1,1,2,371,125,59,10,53,56,0.26,4.29,,2,6,2,546,13,71,,, +konikal01,1951,1,NY1,NL,0,0,3,0,0,0,0,12,2,0,0,0,5,0.15,0,,0,0,0,13,2,0,,, +konstji01,1951,1,PHI,NL,4,11,58,1,0,0,9,347,127,52,9,31,27,0.28,4.05,,0,0,2,494,45,58,,, +koskibi01,1951,1,PIT,NL,0,1,13,1,0,0,0,81,26,20,2,28,6,0.25,6.67,,0,0,0,131,5,23,,, +kosloda01,1951,1,NY1,NL,10,9,39,16,5,2,3,449,153,55,18,45,54,0.25,3.31,,0,2,0,644,17,68,,, +krameja01,1951,1,NY1,NL,0,0,4,1,0,0,0,14,11,8,0,3,2,0.52,15.43,,0,0,0,26,2,8,,, +krameja01,1951,2,NYA,AL,1,3,19,3,0,0,0,122,46,21,1,21,15,0.28,4.65,,1,0,1,190,7,27,,, +kretllo01,1951,1,CHA,AL,6,9,26,18,7,1,0,411,129,64,7,74,89,0.25,4.2,,3,3,0,602,0,77,,, +kriegku01,1951,1,SLN,NL,0,0,2,0,0,0,0,12,6,7,1,5,3,0.35,15.75,,0,0,0,23,2,7,,, +kucabjo01,1951,1,PHA,AL,4,3,30,1,0,0,4,224,76,35,9,23,23,0.26,4.22,,1,1,0,315,21,37,,, +kuzavbo01,1951,1,WS1,AL,3,3,8,8,3,0,0,157,57,32,5,28,22,0.28,5.5,,0,2,0,236,0,34,,, +kuzavbo01,1951,2,NYA,AL,8,4,23,8,4,1,5,247,76,22,5,27,50,0.24,2.4,,2,1,0,345,13,27,,, +labincl01,1951,1,BRO,NL,5,1,14,6,5,2,0,196,52,16,4,20,39,0.22,2.2,,0,0,0,258,3,17,,, +laniema01,1951,1,SLN,NL,11,9,31,23,9,2,1,480,149,58,14,50,59,0.24,3.26,,2,1,1,660,6,60,,, +lapalpa01,1951,1,PIT,NL,1,5,22,8,1,1,0,163,79,38,6,31,24,0.33,6.29,,3,1,1,272,8,48,,, +lawve01,1951,1,PIT,NL,6,9,28,14,2,1,2,342,109,57,9,51,41,0.25,4.5,,2,6,1,499,8,66,,, +lemonbo01,1951,1,CLE,AL,17,14,42,34,17,1,2,790,244,103,19,124,132,0.24,3.52,,4,2,1,1139,7,119,,, +leonadu02,1951,1,CHN,NL,10,6,41,1,0,0,3,245,69,24,3,28,30,0.23,2.64,,2,2,0,337,28,30,,, +lewanda01,1951,1,SLN,NL,0,1,2,0,0,0,0,3,3,1,0,1,1,0.5,9,,0,0,0,8,1,1,,, +littldi01,1951,1,CHA,AL,1,1,4,2,0,0,0,29,9,9,1,17,7,0.24,8.38,,0,0,0,54,0,12,,, +lopated01,1951,1,NYA,AL,21,9,31,31,20,4,0,704,209,76,12,71,93,0.23,2.91,,0,3,0,965,0,86,,, +lowntu01,1951,1,CHN,NL,4,9,31,18,3,1,0,381,125,77,14,90,39,0.26,5.46,,7,1,0,584,5,80,,, +maglisa01,1951,1,NY1,NL,23,6,42,37,22,3,4,894,254,97,27,86,146,0.23,2.93,,4,6,2,1210,5,110,,, +mahonbo01,1951,1,CHA,AL,0,0,3,0,0,0,0,20,5,4,1,5,3,0.2,5.4,,0,0,0,29,1,4,,, +mahonbo01,1951,2,SLA,AL,2,5,30,4,0,0,0,243,86,40,7,41,30,0.27,4.44,,3,0,0,360,16,47,,, +markedu01,1951,1,SLA,AL,1,1,5,2,1,0,0,64,25,15,3,20,10,0.29,6.33,,0,0,0,104,1,16,,, +marlodi01,1951,1,DET,AL,0,1,2,1,0,0,0,5,5,6,0,2,1,0.5,32.4,,0,0,0,12,1,6,,, +marreco01,1951,1,WS1,AL,11,9,25,25,16,2,0,561,198,81,8,71,66,0.26,3.9,,2,3,2,819,0,87,,, +martimo01,1951,1,PHA,AL,11,4,35,13,3,1,0,414,139,58,13,63,35,0.25,3.78,,3,5,1,609,9,70,,, +mastewa02,1951,1,BOS,AL,3,0,30,1,0,0,2,178,53,22,1,32,39,0.22,3.34,,0,0,0,266,10,24,,, +mcdermi03,1951,1,BOS,AL,8,8,34,19,9,1,3,516,141,64,10,92,127,0.22,3.35,,2,5,0,729,10,72,,, +mcdonji04,1951,1,SLA,AL,4,7,16,11,5,0,1,252,84,38,5,46,28,0.26,4.07,,1,2,0,375,2,48,,, +mclelwa01,1951,1,DET,AL,0,1,6,1,0,0,0,33,20,10,1,4,0,0.4,8.18,,0,1,0,55,3,10,,, +mclisca01,1951,1,CHN,NL,4,10,30,17,5,1,0,437,159,72,16,52,46,0.28,4.45,,2,3,1,628,6,76,,, +medliir01,1951,1,SLA,AL,0,0,6,0,0,0,0,29,10,9,1,12,5,0.27,8.38,,1,0,0,50,2,10,,, +meyerru01,1951,1,PHI,NL,8,9,28,24,7,2,0,504,172,65,13,55,65,0.26,3.48,,9,2,0,720,3,69,,, +millebo02,1951,1,PHI,NL,2,1,17,3,0,0,0,103,47,26,2,18,10,0.33,6.82,,0,1,0,164,8,33,,, +minnepa01,1951,1,CHN,NL,6,17,33,28,14,3,1,605,219,85,20,64,68,0.27,3.79,,5,0,1,861,3,97,,, +morenju01,1951,1,WS1,AL,5,11,31,18,5,0,2,398,132,72,18,80,37,0.25,4.88,,0,1,1,599,7,82,,, +morgato01,1951,1,NYA,AL,9,3,27,16,4,2,2,374,119,51,11,36,57,0.25,3.68,,2,3,1,516,7,56,,, +mossoea01,1951,1,BRO,NL,0,0,3,0,0,0,0,5,2,6,1,7,1,0.33,32.4,,0,0,0,13,0,6,,, +muirjo01,1951,1,PIT,NL,0,2,9,1,0,0,0,49,11,5,2,7,5,0.18,2.76,,1,0,0,70,4,6,,, +muncrbo01,1951,1,NYA,AL,0,0,2,0,0,0,0,9,5,3,0,4,2,0.41,9,,0,0,0,17,1,3,,, +mungere01,1951,1,SLN,NL,4,6,23,11,3,0,0,284,106,56,13,46,44,0.28,5.32,,1,0,0,425,5,58,,, +neveler01,1951,1,NYA,AL,0,0,1,0,0,0,1,12,1,0,0,1,1,0.08,0,,0,0,0,13,1,0,,, +newcodo01,1951,1,BRO,NL,20,9,40,36,18,3,0,816,235,99,19,91,164,0.23,3.28,,7,6,0,1125,2,115,,, +newhoha01,1951,1,DET,AL,6,6,15,14,7,1,0,289,98,42,10,19,37,0.26,3.92,,1,3,1,393,0,47,,, +nichoch02,1951,1,BSN,NL,11,8,33,19,12,3,2,468,142,50,4,69,71,0.24,2.88,,8,1,0,663,6,61,,, +nixonwi01,1951,1,BOS,AL,7,4,33,14,2,1,1,375,136,68,12,56,70,0.28,4.9,,4,7,0,551,9,79,,, +ostrojo02,1951,1,NYA,AL,6,4,34,3,2,0,5,286,103,37,4,18,30,0.27,3.49,,0,1,0,396,18,44,,, +overmst01,1951,1,SLA,AL,1,6,8,7,3,0,0,160,61,21,5,21,13,0.28,3.54,,1,0,0,239,1,26,,, +overmst01,1951,2,NYA,AL,1,1,15,4,1,0,0,134,50,23,2,18,14,0.28,4.63,,0,2,0,198,7,27,,, +paigesa01,1951,1,SLA,AL,3,4,23,3,0,0,5,186,67,33,6,29,48,0.27,4.79,,1,1,1,278,16,39,,, +paineph01,1951,1,BSN,NL,2,0,21,0,0,0,0,106,36,12,2,20,17,0.27,3.06,,2,4,0,158,9,15,,, +palicer01,1951,1,BRO,NL,2,6,19,8,0,0,0,159,55,28,10,20,15,0.25,4.75,,2,0,0,232,6,28,,, +parneme01,1951,1,BOS,AL,18,11,36,29,11,3,2,663,229,80,11,77,77,0.27,3.26,,2,0,0,930,4,99,,, +perkoha01,1951,1,CIN,NL,3,6,35,7,1,0,1,306,96,32,2,46,56,0.25,2.82,,5,1,0,435,8,42,,, +peterke01,1951,1,CIN,NL,1,1,9,0,0,0,0,29,13,7,0,8,5,0.31,6.52,,1,1,0,50,3,8,,, +pettipa01,1951,1,PIT,NL,0,0,2,0,0,0,0,8,2,1,1,1,0,0.2,3.38,,0,0,0,11,1,1,,, +piercbi02,1951,1,CHA,AL,15,14,37,28,18,1,2,721,237,81,14,73,113,0.25,3.03,,1,1,0,1008,6,93,,, +pilledu01,1951,1,SLA,AL,6,14,35,24,6,1,0,573,205,106,14,115,65,0.27,4.99,,5,5,0,871,5,113,,, +podbibu01,1951,1,BRO,NL,2,2,27,5,1,0,0,239,67,31,9,36,26,0.23,3.5,,2,2,0,332,9,32,,, +poholto01,1951,1,SLN,NL,7,13,38,26,10,1,1,585,204,96,15,68,70,0.27,4.43,,2,0,0,830,5,106,,, +polleho01,1951,1,SLN,NL,0,3,6,2,0,0,1,37,10,6,1,8,10,0.2,4.38,,0,0,0,56,2,10,,, +polleho01,1951,2,PIT,NL,6,10,21,21,4,1,0,386,149,72,24,51,47,0.29,5.04,,2,1,0,568,0,81,,, +portebo01,1951,1,NYA,AL,0,0,2,0,0,0,0,9,5,5,0,3,2,0.38,15,,1,0,0,16,0,6,,, +portebo01,1951,2,WS1,AL,9,8,19,19,10,3,0,400,109,48,8,54,53,0.22,3.24,,2,0,0,548,0,51,,, +posselo01,1951,1,PHI,NL,0,1,2,1,0,0,0,18,9,4,0,3,6,0.33,6,,0,0,0,30,1,5,,, +preskjo01,1951,1,SLN,NL,7,4,15,12,5,0,2,266,86,34,9,20,38,0.25,3.45,,2,2,0,367,3,36,,, +queenme01,1951,1,PIT,NL,7,9,39,21,4,1,0,505,149,83,21,99,123,0.23,4.44,,6,1,0,741,4,90,,, +raffeke01,1951,1,CIN,NL,16,17,42,33,14,5,5,746,232,95,30,38,81,0.24,3.44,,3,6,0,1008,8,108,,, +ramsdwi01,1951,1,CIN,NL,9,17,31,31,10,1,0,588,204,88,18,70,88,0.26,4.04,,9,8,1,857,0,103,,, +raschvi01,1951,1,NYA,AL,21,10,35,34,15,4,0,775,233,94,20,103,164,0.24,3.27,,8,5,1,1081,0,110,,, +reynoal01,1951,1,NYA,AL,17,8,40,26,16,7,7,663,171,75,12,100,126,0.21,3.05,,4,5,1,913,11,84,,, +roberro01,1951,1,PHI,NL,21,15,44,39,22,6,2,945,284,106,20,64,127,0.23,3.03,,4,3,0,1274,4,115,,, +roepr01,1951,1,BRO,NL,22,3,34,33,19,2,0,773,247,87,30,64,113,0.25,3.04,,2,0,0,1031,1,91,,, +rogovsa01,1951,1,DET,AL,1,1,5,4,0,0,0,72,23,14,4,7,5,0.24,5.25,,0,0,0,100,1,15,,, +rogovsa01,1951,2,CHA,AL,11,7,22,22,17,3,0,578,166,53,11,67,77,0.23,2.48,,1,1,2,789,0,64,,, +rossbo01,1951,1,WS1,AL,0,1,11,1,0,0,0,95,36,23,3,21,23,0.29,6.54,,1,0,0,147,2,25,,, +rotblma01,1951,1,CHA,AL,4,2,26,2,0,0,2,143,44,18,4,23,20,0.24,3.4,,1,1,0,205,15,21,,, +rozekdi01,1951,1,CLE,AL,0,0,7,1,0,0,0,46,18,5,1,11,5,0.28,2.93,,0,1,0,77,4,12,,, +rushbo01,1951,1,CHN,NL,11,12,37,29,12,2,2,634,212,90,16,68,129,0.25,3.83,,7,3,0,918,6,108,,, +sainjo01,1951,1,BSN,NL,5,13,26,22,6,1,1,481,195,75,16,45,63,0.29,4.21,,0,3,0,711,2,88,,, +sainjo01,1951,2,NYA,AL,2,1,7,4,1,0,1,111,41,17,5,8,21,0.28,4.14,,0,0,0,155,2,17,,, +sanfofr01,1951,1,NYA,AL,0,3,11,2,0,0,0,80,15,11,2,25,10,0.16,3.71,,0,0,0,117,3,11,,, +sanfofr01,1951,2,WS1,AL,2,3,7,7,0,0,0,111,51,27,5,27,12,0.32,6.57,,0,0,0,182,0,27,,, +sanfofr01,1951,3,SLA,AL,2,4,9,7,1,0,0,82,37,31,6,23,7,0.3,10.21,,0,0,0,143,0,33,,, +scarbra01,1951,1,BOS,AL,12,9,37,22,8,0,0,552,201,104,21,61,71,0.27,5.09,,4,14,1,812,6,106,,, +schacsi01,1951,1,SLA,AL,0,0,6,0,0,0,1,18,14,14,1,5,4,0.45,21,,0,0,0,36,2,15,,, +schacsi01,1951,2,BSN,NL,0,2,5,0,0,0,0,14,6,1,0,2,1,0.3,1.93,,0,0,0,22,4,4,,, +schalar01,1951,1,NYA,AL,3,1,11,6,1,0,0,139,50,20,3,20,19,0.27,3.88,,1,1,0,207,1,20,,, +scheica01,1951,1,PHA,AL,1,12,46,11,3,0,10,429,132,71,7,71,49,0.25,4.47,,6,8,0,618,34,78,,, +schmijo01,1951,1,CHN,NL,1,2,8,3,0,0,0,54,22,16,1,15,6,0.3,8,,0,0,0,91,4,16,,, +schmijo01,1951,2,BRO,NL,1,4,16,7,0,0,0,167,55,33,4,28,20,0.25,5.34,,5,2,0,245,2,37,,, +schulbo01,1951,1,CHN,NL,3,6,17,10,2,0,0,232,75,45,9,51,27,0.25,5.24,,3,2,0,355,5,51,,, +shantbo01,1951,1,PHA,AL,18,10,32,25,13,3,0,616,213,90,15,70,77,0.27,3.94,,1,5,1,869,2,96,,, +sheasp01,1951,1,NYA,AL,5,5,25,11,2,2,0,287,112,46,11,50,38,0.3,4.33,,1,4,0,431,7,59,,, +simaal01,1951,1,WS1,AL,3,7,18,8,1,0,0,231,79,41,5,41,26,0.26,4.79,,1,0,0,348,4,51,,, +sleatlo01,1951,1,SLA,AL,1,9,20,8,4,0,1,243,88,46,7,53,33,0.27,5.11,,1,5,0,384,9,53,,, +smithfr06,1951,1,CIN,NL,5,5,50,0,0,0,11,228,65,27,7,22,34,0.23,3.2,,1,4,0,315,35,33,,, +spahnwa01,1951,1,BSN,NL,22,14,39,36,26,7,0,932,278,103,20,109,164,0.23,2.98,,7,1,1,1289,3,111,,, +spencge01,1951,1,NY1,NL,10,4,57,4,2,0,6,396,125,55,21,56,36,0.25,3.75,,2,1,0,555,20,62,,, +stalege01,1951,1,SLN,NL,19,13,42,30,10,4,3,681,244,96,14,74,67,0.27,3.81,,1,8,1,975,10,108,,, +starrdi01,1951,1,SLA,AL,2,5,15,9,0,0,0,186,66,51,10,42,26,0.27,7.4,,1,2,1,286,1,55,,, +starrdi01,1951,2,WS1,AL,1,7,11,11,1,0,0,184,76,38,12,24,17,0.3,5.58,,0,0,3,275,0,41,,, +stobbch01,1951,1,BOS,AL,10,9,34,25,6,0,0,510,180,90,15,74,75,0.27,4.76,,3,5,0,754,2,100,,, +stuarma01,1951,1,DET,AL,4,6,29,15,5,0,1,372,119,52,9,71,46,0.25,3.77,,3,7,1,550,7,60,,, +sucheji01,1951,1,SLA,AL,0,6,29,6,0,0,0,269,113,54,8,42,47,0.29,5.42,,1,1,0,428,11,64,,, +surkoma01,1951,1,BSN,NL,12,16,37,33,11,2,1,711,230,105,21,89,110,0.25,3.99,,5,7,0,1022,3,119,,, +tayloha03,1951,1,BOS,AL,4,9,31,8,1,0,2,244,100,52,6,42,22,0.3,5.75,,3,1,1,378,13,59,,, +thompjo01,1951,1,PHI,NL,4,8,29,14,3,2,1,358,102,51,12,59,60,0.23,3.85,,3,2,0,507,4,55,,, +troutdi01,1951,1,DET,AL,9,14,42,22,7,0,5,575,172,86,13,75,89,0.24,4.04,,4,1,0,797,17,98,,, +truckvi01,1951,1,DET,AL,13,8,37,18,6,1,1,461,153,74,9,75,89,0.26,4.33,,6,5,1,680,8,81,,, +turlebo01,1951,1,SLA,AL,0,1,1,1,0,0,0,22,11,6,0,3,5,0.35,7.36,,0,0,0,34,0,6,,, +vancuch01,1951,1,BRO,NL,1,2,9,6,0,0,0,88,33,18,4,11,16,0.29,5.52,,1,4,0,129,1,22,,, +vandejo01,1951,1,CLE,AL,0,1,1,1,0,0,0,9,8,6,0,1,2,0.5,18,,0,0,0,17,0,6,,, +vargaan01,1951,1,CHN,NL,0,0,2,0,0,0,0,9,2,1,0,6,1,0.2,3,,1,0,0,17,2,1,,, +walshju01,1951,1,PIT,NL,1,4,36,1,0,0,0,220,92,56,9,46,32,0.3,6.87,,2,1,1,356,10,66,,, +wehmehe01,1951,1,CIN,NL,7,10,39,22,10,2,2,554,167,76,15,89,93,0.24,3.7,,3,4,1,796,8,82,,, +werlebi01,1951,1,PIT,NL,8,6,59,9,2,0,6,449,181,94,20,51,57,0.3,5.65,,2,6,3,665,24,102,,, +whiteha01,1951,1,DET,AL,3,4,38,4,0,0,4,228,74,40,7,49,23,0.26,4.74,,2,2,1,338,19,45,,, +widmaal01,1951,1,SLA,AL,4,9,26,16,4,0,0,323,157,78,19,52,28,0.34,6.52,,2,2,0,519,6,84,,, +wieslbo01,1951,1,NYA,AL,0,2,4,3,0,0,0,28,13,14,0,11,3,0.36,13.5,,1,0,0,48,1,15,,, +wightbi01,1951,1,BOS,AL,7,7,34,17,4,2,0,355,128,67,5,63,38,0.28,5.1,,2,0,0,525,8,77,,, +wilkste01,1951,1,SLN,NL,0,0,17,0,0,0,1,54,19,6,1,5,5,0.27,3,,0,0,0,74,6,7,,, +wilkste01,1951,2,PIT,NL,3,5,48,1,1,0,12,248,69,26,6,24,43,0.23,2.83,,1,2,0,332,34,31,,, +wilsoji02,1951,1,BSN,NL,7,7,20,15,5,0,1,330,131,66,14,40,33,0.29,5.4,,1,4,0,491,3,67,,, +wynnea01,1951,1,CLE,AL,20,13,37,34,21,3,1,823,227,92,18,107,133,0.22,3.02,,1,3,0,1138,3,102,,, +wyseha01,1951,1,PHA,AL,1,2,9,1,0,0,0,44,24,13,0,8,5,0.38,7.98,,1,0,0,72,5,14,,, +wyseha01,1951,2,WS1,AL,0,0,3,2,0,0,0,28,17,10,0,10,3,0.37,9.64,,0,1,0,57,0,14,,, +yochile01,1951,1,PIT,NL,1,1,2,2,0,0,0,26,10,8,0,11,5,0.27,8.31,,2,1,0,48,0,9,,, +zoldasa01,1951,1,PHA,AL,6,10,26,18,8,1,0,384,127,45,9,24,18,0.25,3.16,,0,0,1,525,5,51,,, +zuverge01,1951,1,CLE,AL,0,0,16,0,0,0,0,76,24,15,2,13,14,0.25,5.33,,1,1,0,114,7,17,,, +abernbi01,1952,1,CLE,AL,0,0,1,0,0,0,1,6,4,3,1,1,0,0.44,13.5,,0,0,0,10,1,3,,, +alomalu01,1952,1,CHA,AL,3,1,25,0,0,0,6,120,42,19,5,11,18,0.27,4.28,,0,1,0,167,15,20,,, +atkinja01,1952,1,BOS,AL,0,1,3,1,0,0,0,31,11,4,0,7,2,0.27,3.48,,0,0,0,48,2,6,,, +bambege01,1952,1,NY1,NL,0,0,5,0,0,0,0,12,6,4,1,6,0,0.35,9,,0,0,0,23,1,4,,, +beardge01,1952,1,SLA,AL,7,8,34,16,3,0,0,452,158,72,13,78,45,0.27,4.3,,10,1,1,676,10,89,,, +bellbi01,1952,1,PIT,NL,0,1,4,1,0,0,0,47,16,8,3,13,4,0.25,4.6,,1,0,0,77,2,11,,, +bentoal01,1952,1,BOS,AL,4,3,24,0,0,0,6,113,37,10,1,17,20,0.26,2.39,,0,0,0,158,17,11,,, +bickfve01,1952,1,BSN,NL,7,12,26,22,7,1,0,484,165,67,7,64,62,0.26,3.74,,4,2,0,690,3,73,,, +bishoch01,1952,1,PHA,AL,2,2,6,5,1,0,0,92,29,22,2,24,17,0.23,6.46,,1,0,0,148,1,24,,, +blackbu01,1952,1,DET,AL,0,1,2,2,0,0,0,24,14,9,0,5,0,0.38,10.13,,0,0,0,42,0,11,,, +blackew01,1952,1,CIN,NL,3,12,23,17,3,0,0,306,107,61,6,60,48,0.27,5.38,,2,5,0,461,5,66,,, +blackew01,1952,2,NYA,AL,1,0,5,2,0,0,1,48,12,1,0,12,7,0.2,0.56,,0,0,0,72,2,2,,, +blackjo02,1952,1,BRO,NL,15,4,56,2,1,0,15,427,102,34,9,41,85,0.2,2.15,,0,1,0,560,41,40,,, +blakeed01,1952,1,CIN,NL,0,0,2,0,0,0,0,9,3,0,0,0,0,0.25,0,,0,0,0,12,2,0,,, +bokeldi01,1952,1,SLN,NL,0,1,11,0,0,0,0,38,20,13,0,7,5,0.35,9.24,,2,0,0,65,8,17,,, +bowmaro01,1952,1,NY1,NL,0,0,2,1,0,0,0,9,6,4,0,3,3,0.42,12,,0,1,0,18,0,4,,, +boyercl01,1952,1,SLN,NL,6,6,23,14,4,2,0,331,108,52,11,47,44,0.25,4.24,,1,4,0,476,1,56,,, +brancra01,1952,1,BRO,NL,4,2,16,7,2,0,0,183,52,26,8,21,26,0.23,3.84,,2,4,0,251,5,29,,, +brazlal01,1952,1,SLN,NL,12,5,46,6,3,1,16,328,75,33,7,42,55,0.19,2.72,,3,1,1,433,32,38,,, +brechha01,1952,1,SLN,NL,7,5,25,13,4,1,2,301,82,37,12,28,54,0.22,3.32,,1,3,0,408,5,39,,, +brickra01,1952,1,BOS,AL,3,1,14,1,0,0,1,99,32,8,1,11,9,0.26,2.18,,1,0,0,135,6,8,,, +brisslo01,1952,1,CLE,AL,3,2,42,1,0,0,2,248,68,32,5,34,28,0.22,3.48,,2,0,0,353,19,41,,, +brododi01,1952,1,BOS,AL,5,5,20,12,4,0,0,344,111,56,12,50,42,0.25,4.4,,1,3,0,500,4,66,,, +brownha01,1952,1,CHA,AL,2,3,24,8,1,0,0,217,82,34,8,21,31,0.28,4.23,,4,0,0,314,7,39,,, +burdele01,1952,1,BSN,NL,6,11,45,9,5,0,7,411,138,55,8,47,47,0.26,3.61,,2,2,2,579,22,58,,, +byerlbu01,1952,1,CIN,NL,0,1,12,2,0,0,1,74,29,14,0,7,14,0.3,5.11,,0,0,0,103,4,15,,, +byrdha01,1952,1,PHA,AL,15,15,37,28,15,3,2,685,244,84,12,98,116,0.27,3.31,,4,7,0,1008,7,100,,, +byrneto01,1952,1,SLA,AL,7,14,29,24,14,0,0,588,182,102,16,112,91,0.24,4.68,,5,10,1,876,5,117,,, +cainbo01,1952,1,SLA,AL,12,10,29,27,8,1,2,510,169,78,15,62,70,0.26,4.13,,1,2,0,718,2,79,,, +carlsdo01,1952,1,PIT,NL,0,1,5,1,0,0,0,30,20,12,1,5,2,0.41,10.8,,1,0,0,53,1,13,,, +chakabo01,1952,1,CLE,AL,1,2,5,1,0,0,0,36,19,13,2,8,7,0.38,9.75,,0,0,0,58,2,13,,, +chambcl01,1952,1,SLN,NL,4,4,26,13,2,1,1,295,110,45,8,33,47,0.28,4.12,,1,2,1,428,4,51,,, +chipmbo01,1952,1,BSN,NL,1,1,29,0,0,0,0,125,28,13,5,20,16,0.18,2.81,,1,0,0,172,12,15,,, +churcbu01,1952,1,PHI,NL,0,0,2,1,0,0,0,15,11,6,0,1,3,0.44,10.8,,0,1,0,28,0,6,,, +churcbu01,1952,2,CIN,NL,5,9,29,22,5,1,0,460,173,74,21,48,47,0.3,4.34,,1,3,0,633,2,85,,, +clarkmi01,1952,1,SLN,NL,2,0,12,4,0,0,0,76,32,17,2,14,10,0.31,6.04,,1,0,0,121,5,18,,, +coleda01,1952,1,BSN,NL,1,1,22,3,0,0,0,134,38,20,2,42,22,0.24,4.03,,3,3,0,207,10,21,,, +colluja01,1952,1,SLN,NL,0,0,2,0,0,0,0,9,2,0,0,1,0,0.2,0,,0,0,0,12,2,1,,, +conlege01,1952,1,BSN,NL,0,3,4,3,0,0,0,38,23,11,4,9,6,0.39,7.82,,0,2,0,72,1,16,,, +connebi01,1952,1,NY1,NL,5,0,11,4,0,0,0,95,22,16,4,25,22,0.2,4.55,,2,0,0,134,2,18,,, +consusa01,1952,1,WS1,AL,6,0,30,2,0,0,5,221,80,25,2,27,19,0.27,3.05,,1,0,1,320,14,30,,, +corwial01,1952,1,NY1,NL,6,1,21,7,1,0,2,203,58,20,5,36,36,0.23,2.66,,1,0,0,288,5,23,,, +crimija01,1952,1,SLN,NL,0,0,5,0,0,0,0,25,15,9,4,4,4,0.41,9.72,,0,0,0,41,2,9,,, +delocik01,1952,1,BOS,AL,4,9,39,7,1,1,5,285,88,45,9,50,46,0.24,4.26,,3,2,1,418,18,50,,, +dicksmu01,1952,1,PIT,NL,14,21,43,34,21,2,2,833,278,110,26,76,112,0.26,3.57,,0,1,0,1157,8,128,,, +dobsojo01,1952,1,CHA,AL,14,10,29,25,11,3,1,602,164,56,11,60,101,0.22,2.51,,4,0,0,805,3,66,,, +donovdi01,1952,1,BSN,NL,0,2,7,2,0,0,1,39,18,8,1,12,6,0.34,5.54,,0,2,0,70,3,10,,, +dorisha01,1952,1,CHA,AL,8,4,39,1,1,0,11,273,66,25,4,42,47,0.2,2.47,,3,1,1,372,27,28,,, +drewska01,1952,1,PHI,NL,14,15,33,30,15,5,0,686,213,69,13,52,96,0.25,2.72,,4,4,0,917,1,79,,, +dubiemo01,1952,1,CHN,NL,0,0,1,0,0,0,0,2,1,0,0,0,1,0.33,0,,0,0,0,3,0,0,,, +dunnji01,1952,1,PIT,NL,0,0,3,0,0,0,0,16,4,2,0,3,2,0.19,3.38,,1,0,0,24,1,2,,, +erskica01,1952,1,BRO,NL,14,6,33,26,10,4,2,620,167,62,17,71,131,0.22,2.7,,6,2,1,836,3,72,,, +fannicl01,1952,1,SLA,AL,0,2,10,2,0,0,0,49,34,23,5,9,6,0.45,12.67,,2,0,0,85,2,25,,, +fearve01,1952,1,CHN,NL,0,0,4,0,0,0,0,24,9,7,1,3,4,0.29,7.88,,2,1,0,36,1,7,,, +fellebo01,1952,1,CLE,AL,9,13,30,30,11,0,0,575,219,101,13,83,81,0.28,4.74,,1,3,1,869,0,124,,, +ferrito01,1952,1,WS1,AL,4,3,27,0,0,0,1,152,53,17,2,11,28,0.27,3.02,,4,0,0,207,17,19,,, +fisheha01,1952,1,PIT,NL,1,2,8,3,0,0,0,55,17,14,4,13,5,0.26,6.87,,1,2,0,83,4,14,,, +fornimi01,1952,1,WS1,AL,2,2,4,2,2,1,0,79,13,4,1,11,12,0.14,1.37,,0,0,0,104,2,4,,, +fowledi01,1952,1,PHA,AL,1,2,18,3,1,0,0,176,71,42,4,28,14,0.3,6.44,,2,4,0,273,8,43,,, +foxho01,1952,1,PHI,NL,2,7,13,11,2,0,0,186,70,35,8,26,16,0.28,5.08,,1,0,0,275,1,41,,, +freemhe01,1952,1,BOS,AL,1,0,4,1,1,0,0,41,13,5,1,5,5,0.26,3.29,,0,1,0,56,1,5,,, +fricama01,1952,1,PHA,AL,1,0,2,0,0,0,0,15,5,1,0,1,0,0.23,1.8,,0,0,0,23,1,1,,, +frienbo01,1952,1,PIT,NL,7,17,35,23,6,1,0,555,186,86,15,84,75,0.25,4.18,,7,3,1,820,4,96,,, +garcimi01,1952,1,CLE,AL,22,11,46,36,19,6,4,877,284,77,9,87,143,0.25,2.37,,4,7,1,1236,8,93,,, +garvene01,1952,1,SLA,AL,7,10,21,21,7,2,0,446,130,61,14,55,60,0.23,3.69,,1,4,1,614,0,67,,, +garvene01,1952,2,DET,AL,1,0,1,1,1,0,0,27,9,2,1,3,3,0.26,2,,0,0,0,37,0,2,,, +gormato02,1952,1,NYA,AL,6,2,12,6,1,1,1,182,63,31,8,22,31,0.27,4.6,,0,2,1,259,3,34,,, +grayte01,1952,1,DET,AL,12,17,35,32,13,2,0,672,212,103,21,101,138,0.24,4.14,,4,3,0,967,2,118,,, +greggha01,1952,1,NY1,NL,0,1,16,4,1,0,1,109,42,19,7,17,13,0.28,4.71,,0,2,0,170,6,22,,, +grissma01,1952,1,CHA,AL,12,10,28,24,7,1,0,498,156,69,6,79,97,0.25,3.74,,5,3,0,715,1,79,,, +gromest01,1952,1,CLE,AL,7,7,29,13,3,1,1,368,109,50,14,28,65,0.23,3.67,,3,2,0,505,5,55,,, +grossha01,1952,1,WS1,AL,0,0,1,0,0,0,0,1,2,2,1,0,0,0.66,54,,0,0,0,3,0,2,,, +gumpera01,1952,1,BOS,AL,1,0,10,1,0,0,1,59,15,9,1,5,6,0.2,4.12,,0,1,0,81,5,11,,, +gumpera01,1952,2,WS1,AL,4,9,20,12,2,0,0,312,112,49,12,30,29,0.27,4.24,,1,5,0,451,6,55,,, +hackewa02,1952,1,CHN,NL,15,9,33,20,12,5,1,555,144,53,17,31,84,0.21,2.58,,1,1,1,721,5,56,,, +haddiha01,1952,1,SLN,NL,2,2,7,6,3,0,0,126,31,13,4,10,31,0.2,2.79,,0,2,0,167,1,18,,, +hahnfr01,1952,1,SLN,NL,0,0,1,0,0,0,0,6,2,0,0,1,0,0.25,0,,0,0,0,9,1,2,,, +hansean01,1952,1,PHI,NL,5,6,43,0,0,0,4,232,76,28,6,27,18,0.25,3.26,,1,3,0,329,19,36,,, +harriea01,1952,1,SLA,AL,2,8,36,9,1,0,5,350,119,52,7,47,49,0.26,4.01,,1,10,0,506,13,61,,, +harrimi01,1952,1,WS1,AL,0,0,1,0,0,0,0,3,1,1,1,0,0,0.25,9,,0,0,0,4,1,1,,, +harrimi01,1952,2,CLE,AL,3,0,29,0,0,0,1,140,42,24,6,21,23,0.24,4.63,,0,1,0,197,15,26,,, +harshja01,1952,1,NY1,NL,0,2,2,2,0,0,0,19,12,10,2,6,6,0.42,14.21,,0,0,0,36,0,10,,, +hattejo01,1952,1,CHN,NL,4,4,13,8,2,0,0,151,65,34,6,25,15,0.31,6.08,,2,1,0,235,1,35,,, +haugsph01,1952,1,CIN,NL,0,0,9,0,0,0,0,36,8,9,1,13,2,0.19,6.75,,2,1,0,59,3,9,,, +haynejo01,1952,1,WS1,AL,0,3,22,2,0,0,3,198,70,33,2,35,18,0.27,4.5,,1,1,0,296,14,35,,, +hearnji01,1952,1,NY1,NL,14,7,37,34,11,1,1,671,208,94,16,97,89,0.24,3.78,,1,5,0,962,2,113,,, +heintke01,1952,1,PHI,NL,1,3,23,1,0,0,1,128,41,15,1,12,20,0.26,3.16,,0,0,0,170,13,16,,, +henrybi01,1952,1,BOS,AL,5,4,13,10,5,0,0,230,75,33,7,36,23,0.25,3.87,,1,2,0,337,0,40,,, +hetkijo01,1952,1,SLA,AL,0,1,3,1,0,0,0,28,15,4,2,2,4,0.35,3.86,,0,0,0,45,1,7,,, +hillefr01,1952,1,CIN,NL,5,8,28,15,6,1,1,373,129,64,7,37,50,0.27,4.63,,0,6,1,524,4,67,,, +hoeftbi01,1952,1,DET,AL,2,7,34,10,1,0,4,375,123,60,14,63,67,0.26,4.32,,5,5,0,553,9,66,,, +hoguebo01,1952,1,NYA,AL,3,5,27,0,0,0,4,142,52,28,6,25,12,0.29,5.32,,1,1,0,208,13,30,,, +hoguebo01,1952,2,SLA,AL,0,1,8,1,0,0,0,49,10,5,1,13,2,0.17,2.76,,0,0,0,70,3,5,,, +hogueca01,1952,1,PIT,NL,1,8,19,12,3,0,0,251,79,45,7,68,34,0.25,4.84,,1,4,0,385,5,56,,, +holcoke01,1952,1,CHA,AL,0,5,7,7,1,0,0,105,38,24,3,18,12,0.28,6.17,,1,2,0,155,0,24,,, +holcoke01,1952,2,SLA,AL,0,2,12,1,0,0,0,63,20,9,1,9,7,0.26,3.86,,0,0,0,89,6,10,,, +hoopebo01,1952,1,PHA,AL,8,15,43,14,4,0,6,433,158,83,13,68,40,0.27,5.18,,2,4,1,649,21,100,,, +hoovedi01,1952,1,BSN,NL,0,0,2,0,0,0,0,14,8,4,1,3,0,0.34,7.71,,0,0,0,26,1,4,,, +houttar01,1952,1,DET,AL,8,20,35,28,10,2,1,663,218,107,19,65,109,0.25,4.36,,3,5,0,945,5,116,,, +howeca01,1952,1,CHN,NL,0,0,1,0,0,0,0,6,0,0,0,1,2,0,0,,0,0,0,7,1,0,,, +hoylete01,1952,1,PHA,AL,0,0,3,0,0,0,0,7,9,7,2,1,1,0.56,27,,0,0,0,17,1,7,,, +hudsoha01,1952,1,SLA,AL,0,0,3,0,0,0,0,17,9,8,0,6,0,0.36,12.71,,0,0,0,32,2,8,,, +hudsoha01,1952,2,CHA,AL,0,0,2,0,0,0,0,12,7,1,0,1,4,0.38,2.25,,1,0,0,19,1,2,,, +hudsosi01,1952,1,WS1,AL,3,4,7,7,6,0,0,188,59,19,4,29,24,0.25,2.73,,0,0,0,265,0,22,,, +hudsosi01,1952,2,BOS,AL,7,9,21,18,7,0,0,403,145,54,9,36,50,0.27,3.62,,0,7,0,578,2,64,,, +hugheji02,1952,1,BRO,NL,2,1,6,0,0,0,0,56,16,3,0,11,8,0.23,1.45,,1,0,0,79,2,4,,, +hutchfr01,1952,1,DET,AL,2,1,12,1,0,0,0,112,40,14,4,9,12,0.27,3.38,,0,1,0,157,6,16,,, +jansela01,1952,1,NY1,NL,11,11,34,27,8,1,2,502,183,76,16,47,74,0.28,4.09,,0,6,0,716,5,91,,, +jestevi01,1952,1,BSN,NL,3,5,19,8,4,1,0,219,80,27,5,23,25,0.28,3.33,,0,1,1,312,5,31,,, +johnsdo03,1952,1,WS1,AL,0,5,29,6,0,0,2,207,80,34,4,33,37,0.28,4.43,,2,4,0,319,11,41,,, +johnser02,1952,1,BSN,NL,6,3,29,10,2,1,1,276,100,42,7,31,45,0.27,4.11,,2,2,1,405,10,53,,, +johnske01,1952,1,DET,AL,0,0,9,1,0,0,0,34,12,8,1,11,10,0.27,6.35,,1,0,0,55,6,11,,, +jonessa02,1952,1,CLE,AL,2,3,14,4,0,0,1,108,38,29,6,37,28,0.27,7.25,,4,4,0,184,2,30,,, +jonessh01,1952,1,BSN,NL,1,4,39,1,0,0,1,210,81,37,8,31,40,0.28,4.76,,3,1,0,321,18,45,,, +jordani01,1952,1,CIN,NL,0,1,3,1,0,0,0,19,14,7,1,3,2,0.45,9.95,,0,0,0,34,0,7,,, +judsoho01,1952,1,CHA,AL,0,1,21,0,0,0,1,102,30,16,4,22,15,0.24,4.24,,1,0,0,153,8,17,,, +kellnal01,1952,1,PHA,AL,12,14,34,33,14,2,0,694,223,112,21,86,105,0.25,4.36,,3,4,0,990,1,124,,, +kellnwa01,1952,1,PHA,AL,0,0,1,0,0,0,1,12,4,3,0,3,2,0.25,6.75,,0,0,0,19,1,3,,, +kellybo01,1952,1,CHN,NL,4,9,31,15,3,2,0,376,114,50,7,46,50,0.23,3.59,,7,3,0,544,10,62,,, +kennebi02,1952,1,CHA,AL,2,2,47,1,0,0,5,212,54,22,4,38,46,0.21,2.8,,1,1,0,294,24,27,,, +kennemo01,1952,1,NY1,NL,3,4,31,6,2,1,0,250,73,28,6,31,48,0.23,3.02,,0,2,0,355,9,37,,, +kindeel01,1952,1,BOS,AL,5,6,23,10,4,0,4,293,85,28,11,28,50,0.23,2.58,,0,1,0,400,8,33,,, +kingcl01,1952,1,BRO,NL,2,0,23,0,0,0,0,128,56,24,5,12,17,0.31,5.06,,0,1,0,191,9,25,,, +klinero01,1952,1,PIT,NL,0,7,27,11,0,0,0,236,74,48,3,66,27,0.25,5.49,,4,6,3,368,5,55,,, +klippjo01,1952,1,CHN,NL,9,14,41,25,7,2,3,608,208,100,17,89,110,0.26,4.44,,12,6,0,885,10,110,,, +konstji01,1952,1,PHI,NL,5,3,42,2,2,1,6,240,87,35,9,21,16,0.27,3.94,,1,0,0,342,25,44,,, +kosloda01,1952,1,NY1,NL,10,7,41,17,8,2,5,499,154,59,10,47,67,0.24,3.19,,2,2,0,691,11,66,,, +kretllo01,1952,1,CHA,AL,4,4,19,11,4,2,1,237,52,26,5,56,63,0.18,2.96,,3,1,0,344,3,31,,, +kucabjo01,1952,1,PHA,AL,0,1,25,0,0,0,2,154,64,30,5,20,17,0.31,5.26,,1,1,0,231,13,37,,, +kuzavbo01,1952,1,NYA,AL,8,8,28,12,6,1,3,399,115,51,7,63,67,0.24,3.45,,2,1,0,554,9,53,,, +labincl01,1952,1,BRO,NL,8,4,25,9,0,0,0,231,76,44,3,47,43,0.25,5.14,,4,1,0,343,8,44,,, +landrjo01,1952,1,BRO,NL,1,3,9,5,2,0,0,114,46,22,3,10,17,0.3,5.21,,0,1,0,166,0,24,,, +laniema01,1952,1,NY1,NL,7,12,37,16,6,1,5,411,124,60,11,65,47,0.24,3.94,,2,3,0,584,10,64,,, +lapalpa01,1952,1,PIT,NL,1,2,31,2,0,0,0,179,56,26,6,37,25,0.25,3.92,,5,1,0,265,16,33,,, +lehmake01,1952,1,BRO,NL,1,2,4,3,0,0,0,46,19,9,1,6,7,0.29,5.28,,0,0,0,70,1,11,,, +lemonbo01,1952,1,CLE,AL,22,11,42,36,28,5,4,929,236,86,15,105,131,0.2,2.5,,8,6,0,1252,6,104,,, +leonadu02,1952,1,CHN,NL,2,2,45,0,0,0,11,200,56,16,3,24,37,0.23,2.16,,2,3,0,282,36,18,,, +littldi01,1952,1,DET,AL,0,3,28,1,0,0,1,143,46,23,4,25,32,0.25,4.34,,2,0,0,212,17,24,,, +littldi01,1952,2,SLA,AL,2,3,7,5,3,0,0,139,35,14,4,17,34,0.2,2.72,,0,0,0,190,2,18,,, +loesbi01,1952,1,BRO,NL,13,8,39,21,8,4,1,562,154,56,12,71,115,0.22,2.69,,3,3,1,770,11,62,,, +lopated01,1952,1,NYA,AL,10,5,20,19,10,2,0,448,127,42,11,53,56,0.23,2.53,,1,4,0,608,1,47,,, +lowntu01,1952,1,CHN,NL,4,11,33,19,5,0,0,470,154,76,13,93,73,0.25,4.37,,5,3,0,704,4,87,,, +madisda01,1952,1,SLA,AL,4,2,31,4,0,0,0,234,78,38,7,48,35,0.26,4.38,,2,4,0,357,12,46,,, +madisda01,1952,2,DET,AL,1,1,10,1,0,0,0,45,16,13,1,10,7,0.29,7.8,,1,1,0,66,5,14,,, +maglisa01,1952,1,NY1,NL,18,8,35,31,12,5,1,648,199,70,16,75,112,0.24,2.92,,2,6,1,904,3,80,,, +mahonbo01,1952,1,SLA,AL,0,0,3,0,0,0,0,9,8,6,0,4,1,0.5,18,,0,0,0,21,2,6,,, +mainwo01,1952,1,PIT,NL,2,12,48,11,2,0,2,460,149,76,14,52,79,0.25,4.46,,2,0,1,652,19,78,,, +manvidi01,1952,1,CHN,NL,0,0,11,0,0,0,0,51,25,15,2,12,6,0.36,7.94,,3,0,0,83,6,17,,, +marlodi01,1952,1,DET,AL,0,2,4,1,0,0,0,33,21,9,1,3,3,0.42,7.36,,0,0,0,53,1,10,,, +marreco01,1952,1,WS1,AL,11,8,22,22,16,2,0,553,175,59,9,53,77,0.24,2.88,,2,4,0,771,0,68,,, +martimo01,1952,1,PHA,AL,0,2,5,5,0,0,0,76,32,18,1,15,13,0.3,6.39,,1,2,0,123,0,19,,, +mastewa02,1952,1,BOS,AL,1,1,5,1,0,0,0,28,18,12,1,11,3,0.4,11.57,,0,0,0,57,0,12,,, +mastewa02,1952,2,WS1,AL,9,8,24,21,11,0,2,482,153,66,11,72,89,0.25,3.7,,2,3,0,686,2,71,,, +matarle01,1952,1,PHA,AL,0,0,1,0,0,0,0,3,1,0,0,1,0,0.25,0,,0,0,0,5,1,0,,, +mcdermi03,1952,1,BOS,AL,10,9,30,21,7,2,0,486,139,67,14,92,117,0.23,3.72,,2,3,0,693,4,70,,, +mcdonji04,1952,1,NYA,AL,3,4,26,5,1,0,0,208,71,27,1,40,20,0.26,3.5,,1,2,0,312,9,31,,, +mclelwa01,1952,1,DET,AL,0,0,4,0,0,0,0,8,4,3,0,6,0,0.44,10.13,,1,0,0,18,0,3,,, +meyerru01,1952,1,PHI,NL,13,14,37,32,14,1,1,697,235,81,10,65,92,0.26,3.14,,2,2,0,982,3,99,,, +millebi04,1952,1,NYA,AL,4,6,21,13,5,2,0,264,78,34,4,49,45,0.24,3.48,,1,2,0,380,6,43,,, +millebo02,1952,1,PHI,NL,0,1,3,1,0,0,0,27,13,6,2,1,2,0.35,6,,0,0,0,38,2,6,,, +millest01,1952,1,SLN,NL,6,3,12,11,6,2,0,264,63,20,3,26,64,0.19,2.05,,1,2,0,352,0,25,,, +minnepa01,1952,1,CHN,NL,14,9,28,27,12,2,0,542,180,75,13,54,61,0.25,3.74,,2,1,1,762,1,84,,, +mizelvi01,1952,1,SLN,NL,10,8,30,30,7,2,0,570,171,77,12,103,146,0.23,3.65,,1,1,0,834,0,89,,, +moorera02,1952,1,BRO,NL,1,2,14,2,0,0,0,85,29,15,3,26,11,0.27,4.76,,1,2,0,137,4,17,,, +morenju01,1952,1,WS1,AL,9,9,26,22,7,0,0,442,154,65,10,52,62,0.27,3.97,,3,5,0,633,3,75,,, +morgato01,1952,1,NYA,AL,5,4,16,12,2,1,2,281,86,32,8,33,35,0.25,3.07,,0,4,1,382,3,34,,, +muirjo01,1952,1,PIT,NL,2,3,12,5,1,0,0,107,42,25,3,18,17,0.28,6.31,,0,0,0,164,0,28,,, +mungere01,1952,1,SLN,NL,0,1,1,1,0,0,0,13,7,6,2,1,1,0.38,12.46,,0,1,0,21,0,6,,, +mungere01,1952,2,PIT,NL,0,3,5,4,0,0,0,79,30,21,6,10,8,0.28,7.18,,0,0,0,118,0,21,,, +musiast01,1952,1,SLN,NL,0,0,1,0,0,0,0,0,0,0,0,0,0,0,,,0,0,0,1,0,0,,, +necciro01,1952,1,PIT,NL,1,6,12,9,0,0,0,164,63,43,5,32,31,0.29,7.08,,3,1,0,248,2,45,,, +negraro01,1952,1,BRO,NL,0,0,4,1,0,0,0,39,15,5,0,5,5,0.29,3.46,,0,0,0,56,0,5,,, +newhoha01,1952,1,DET,AL,9,9,25,19,8,0,0,462,148,64,13,47,57,0.25,3.74,,3,0,0,643,2,72,,, +newsobo01,1952,1,WS1,AL,1,1,10,0,0,0,2,38,16,7,2,9,5,0.3,4.97,,0,0,0,63,8,7,,, +newsobo01,1952,2,PHA,AL,3,3,14,5,1,0,1,143,38,19,2,23,22,0.22,3.59,,2,2,0,201,3,19,,, +nixonwi01,1952,1,BOS,AL,5,4,23,13,5,0,0,311,115,56,12,61,50,0.29,4.86,,4,4,1,468,6,64,,, +nuxhajo01,1952,1,CIN,NL,1,4,37,5,2,0,1,277,83,33,4,42,52,0.24,3.22,,5,3,0,388,21,33,,, +ostrojo02,1952,1,NYA,AL,2,2,20,1,0,0,2,120,56,25,5,14,17,0.32,5.63,,0,1,0,190,8,31,,, +overmst01,1952,1,SLA,AL,0,3,17,4,0,0,0,123,44,17,3,7,10,0.27,3.73,,0,0,0,172,4,21,,, +paigesa01,1952,1,SLA,AL,12,10,46,6,3,2,10,414,116,47,5,57,91,0.22,3.07,,2,3,0,582,35,51,,, +parneme01,1952,1,BOS,AL,12,12,33,29,15,3,2,642,207,86,13,89,107,0.25,3.62,,5,5,0,920,3,94,,, +perkoha01,1952,1,CIN,NL,12,10,33,24,11,1,0,582,197,82,9,89,86,0.26,3.8,,3,3,0,852,3,91,,, +peterke01,1952,1,PHI,NL,0,0,3,0,0,0,2,21,2,0,0,2,7,0.09,0,,0,0,0,24,2,0,,, +piconma01,1952,1,NY1,NL,0,1,2,1,0,0,0,27,11,7,2,5,3,0.3,7,,0,0,0,41,1,8,,, +piercbi02,1952,1,CHA,AL,15,12,33,32,14,4,1,766,214,73,12,79,144,0.22,2.57,,3,3,0,1042,1,76,,, +pilledu01,1952,1,SLA,AL,10,13,30,30,9,1,0,616,222,82,14,55,62,0.27,3.59,,2,7,0,880,0,94,,, +podbibu01,1952,1,BRO,NL,0,0,3,0,0,0,0,6,4,4,1,3,1,0.44,18,,1,0,0,13,0,5,,, +podbibu01,1952,2,CIN,NL,4,5,24,7,4,1,1,260,78,27,8,26,22,0.24,2.8,,0,1,0,354,8,30,,, +polleho01,1952,1,PIT,NL,7,16,31,30,9,1,0,642,217,98,22,71,90,0.26,4.12,,1,3,0,904,1,111,,, +portebo01,1952,1,WS1,AL,13,14,31,29,15,3,0,694,222,70,7,85,80,0.25,2.72,,2,4,0,973,2,80,,, +posselo01,1952,1,PHI,NL,0,1,4,1,0,0,0,38,12,7,3,7,4,0.23,4.97,,0,0,0,58,0,9,,, +preskjo01,1952,1,SLN,NL,7,10,28,18,5,1,0,440,140,66,15,57,63,0.24,4.05,,2,1,0,631,1,74,,, +queenme01,1952,1,PIT,NL,0,2,2,2,0,0,0,10,8,11,2,4,3,0.38,29.7,,2,0,0,25,0,12,,, +raffeke01,1952,1,CIN,NL,17,13,38,33,18,6,1,741,247,77,18,45,93,0.26,2.81,,1,2,0,1006,5,85,,, +ramsdwi01,1952,1,CHN,NL,2,3,19,4,0,0,0,201,41,18,5,24,30,0.17,2.42,,2,5,0,271,8,22,,, +raschvi01,1952,1,NYA,AL,16,6,31,31,13,4,0,669,174,69,13,91,127,0.21,2.78,,5,6,0,912,0,78,,, +reynoal01,1952,1,NYA,AL,20,8,35,29,24,6,6,733,194,56,10,97,160,0.21,2.06,,4,7,0,1000,6,70,,, +ridzist01,1952,1,PHI,NL,4,2,24,9,2,0,0,278,74,31,10,37,43,0.21,3.01,,0,1,0,381,5,37,,, +roberro01,1952,1,PHI,NL,28,7,39,37,30,3,2,990,292,95,22,45,148,0.23,2.59,,3,5,0,1310,2,104,,, +roepr01,1952,1,BRO,NL,11,2,27,25,8,2,0,476,163,55,16,39,83,0.27,3.12,,1,3,0,651,2,59,,, +rogovsa01,1952,1,CHA,AL,14,9,33,30,12,3,1,695,224,99,14,79,121,0.25,3.85,,2,3,0,980,1,104,,, +rozekdi01,1952,1,CLE,AL,1,0,10,1,0,0,0,38,11,7,0,13,5,0.22,4.97,,1,0,0,62,5,8,,, +rushbo01,1952,1,CHN,NL,17,13,34,32,17,4,0,751,205,75,14,81,157,0.21,2.7,,7,6,0,1044,1,99,,, +ruthejo01,1952,1,BRO,NL,7,7,22,11,4,0,2,292,97,46,9,29,29,0.26,4.25,,2,2,1,408,8,51,,, +sainjo01,1952,1,NYA,AL,11,6,35,16,8,0,7,445,149,57,15,38,57,0.26,3.46,,0,2,0,620,15,70,,, +sanchra01,1952,1,WS1,AL,1,1,3,2,1,1,0,38,13,5,0,7,6,0.26,3.55,,0,0,0,57,0,5,,, +scarbra01,1952,1,BOS,AL,1,5,28,8,1,1,4,230,79,41,8,35,29,0.26,4.81,,3,4,0,342,13,47,,, +scarbra01,1952,2,NYA,AL,5,1,9,4,1,0,0,102,27,11,4,15,13,0.22,2.91,,0,1,0,139,2,11,,, +schaeha01,1952,1,NYA,AL,0,1,5,2,0,0,0,51,18,10,2,18,15,0.26,5.29,,1,0,0,86,1,14,,, +schalar01,1952,1,NYA,AL,0,0,2,0,0,0,0,6,3,2,0,2,1,0.37,9,,0,0,0,10,2,2,,, +scheica01,1952,1,PHA,AL,11,7,30,19,8,1,2,474,153,77,21,50,42,0.25,4.39,,4,4,1,667,11,82,,, +schmege01,1952,2,BOS,AL,0,0,2,1,0,0,0,18,9,2,0,2,2,0.34,3,,1,0,0,28,1,2,,, +schmijo01,1952,1,BRO,NL,1,1,10,3,1,0,0,100,29,16,3,18,11,0.23,4.32,,1,1,0,143,3,16,,, +schmijo01,1952,2,NYA,AL,1,1,5,2,1,0,1,45,15,6,0,9,3,0.26,3.6,,0,1,0,67,2,7,,, +schmijo01,1952,3,CIN,NL,1,0,3,0,0,0,0,15,3,0,0,3,3,0.18,0,,0,0,0,20,1,0,,, +schmiwi01,1952,1,SLN,NL,2,3,18,3,0,0,1,104,36,20,6,18,30,0.26,5.19,,1,2,0,158,4,20,,, +schulbo01,1952,1,CHN,NL,6,3,29,5,1,0,0,222,63,33,3,51,31,0.23,4.01,,2,2,0,330,12,34,,, +shantbo01,1952,1,PHA,AL,24,7,33,33,27,5,0,839,230,77,21,63,152,0.22,2.48,,0,4,0,1103,0,87,,, +sheasp01,1952,1,WS1,AL,11,7,22,21,12,2,0,507,144,55,6,92,65,0.23,2.93,,4,2,0,723,1,62,,, +simmocu01,1952,1,PHI,NL,14,8,28,28,15,6,0,604,170,63,11,70,141,0.22,2.82,,2,1,1,830,0,72,,, +sleatlo01,1952,1,SLA,AL,0,1,4,2,0,0,0,26,9,7,1,5,1,0.26,7.27,,0,0,1,40,0,8,,, +sleatlo01,1952,2,WS1,AL,4,2,14,9,3,1,0,171,56,23,4,30,22,0.26,3.63,,1,2,0,248,1,29,,, +smithfr06,1952,1,CIN,NL,12,11,53,2,1,0,7,367,109,51,13,41,77,0.24,3.75,,1,7,0,513,37,56,,, +spahnwa01,1952,1,BSN,NL,14,19,40,35,19,5,3,870,263,96,19,73,183,0.24,2.98,,5,6,0,1190,5,109,,, +spencge01,1952,1,NY1,NL,3,5,35,4,0,0,3,180,57,37,13,21,27,0.25,5.55,,1,3,0,256,18,39,,, +stalege01,1952,1,SLN,NL,17,14,35,33,15,0,0,719,238,87,21,52,93,0.25,3.27,,2,7,0,995,2,101,,, +stewabu02,1952,1,WS1,AL,0,0,1,0,0,0,0,3,2,2,0,1,1,0.5,18,,0,0,0,5,0,2,,, +stobbch01,1952,1,CHA,AL,7,12,38,17,2,0,1,405,118,47,9,72,73,0.23,3.13,,3,5,0,583,12,54,,, +stuarma01,1952,1,DET,AL,3,2,30,9,2,0,1,274,91,50,8,48,32,0.26,4.93,,3,3,0,405,12,60,,, +stuarma01,1952,2,SLA,AL,1,2,12,2,0,0,1,78,26,12,3,9,13,0.26,4.15,,0,0,0,113,7,18,,, +stuffpa01,1952,1,PHI,NL,1,0,2,1,0,0,0,18,5,2,0,7,3,0.21,3,,0,0,0,31,1,3,,, +sucheji01,1952,1,PIT,NL,0,0,5,0,0,0,0,30,14,6,1,4,6,0.32,5.4,,0,1,0,49,3,7,,, +surkoma01,1952,1,BSN,NL,12,13,31,29,12,3,0,645,201,90,19,76,125,0.24,3.77,,7,3,0,914,1,95,,, +tayloha03,1952,1,BOS,AL,1,0,2,1,1,0,0,30,6,2,1,6,1,0.17,1.8,,0,1,0,41,1,2,,, +taylope01,1952,1,SLA,AL,0,0,1,0,0,0,0,6,4,3,0,3,0,0.5,13.5,,0,0,0,11,1,3,,, +thielbe01,1952,1,BSN,NL,1,1,4,0,0,0,0,21,11,6,1,4,6,0.34,7.71,,0,2,0,39,1,7,,, +tiefebo01,1952,1,SLN,NL,0,0,6,0,0,0,0,24,12,7,1,7,3,0.34,7.88,,0,0,0,43,0,8,,, +troutdi01,1952,1,DET,AL,1,5,10,2,0,0,1,81,30,16,4,19,20,0.28,5.33,,2,0,0,128,4,16,,, +troutdi01,1952,2,BOS,AL,9,8,26,17,2,0,1,401,133,54,3,68,57,0.26,3.64,,3,3,0,591,7,62,,, +truckvi01,1952,1,DET,AL,5,19,35,29,8,3,1,591,190,87,12,82,129,0.25,3.97,,5,7,1,858,5,99,,, +vancuch01,1952,1,BRO,NL,5,6,23,16,4,0,1,293,104,56,12,40,66,0.27,5.16,,0,5,0,435,5,58,,, +wadebe01,1952,1,BRO,NL,11,9,37,24,5,1,3,540,166,72,19,94,118,0.24,3.6,,2,2,1,778,8,81,,, +waughji01,1952,1,PIT,NL,1,6,17,7,1,0,0,157,61,37,4,32,18,0.28,6.36,,0,2,0,252,6,43,,, +wehmehe01,1952,1,CIN,NL,9,11,33,26,6,1,0,571,197,109,23,103,83,0.26,5.15,,3,7,0,850,2,115,,, +werlebi01,1952,1,PIT,NL,0,0,5,0,0,0,0,12,9,4,1,1,1,0.42,9,,0,0,0,22,0,5,,, +werlebi01,1952,2,SLN,NL,1,2,19,0,0,0,1,117,40,21,6,15,23,0.26,4.85,,0,1,0,167,6,23,,, +whiteha01,1952,1,DET,AL,1,8,41,0,0,0,5,190,53,26,1,39,18,0.23,3.69,,2,0,0,270,31,29,,, +widmaal01,1952,1,CHA,AL,0,0,1,0,0,0,0,6,4,1,1,0,2,0.44,4.5,,0,0,0,9,0,1,,, +wightbi01,1952,1,BOS,AL,2,1,10,2,0,0,0,73,14,8,3,14,5,0.16,2.96,,3,1,1,99,3,11,,, +wightbi01,1952,2,DET,AL,5,9,23,19,8,3,0,431,167,62,7,55,65,0.29,3.88,,5,0,3,637,0,71,,, +wilheho01,1952,1,NY1,NL,15,3,71,0,0,0,11,478,127,43,12,57,108,0.22,2.43,,3,5,0,646,32,60,,, +wilkste01,1952,1,PIT,NL,5,5,44,0,0,0,4,217,65,29,9,31,24,0.24,3.61,,1,2,0,305,34,32,,, +wilkste01,1952,2,CLE,AL,0,0,7,0,0,0,1,35,8,5,0,7,6,0.18,3.86,,1,0,0,52,2,6,,, +wilsoji02,1952,1,BSN,NL,12,14,33,33,14,0,0,702,234,110,19,90,104,0.26,4.23,,1,4,0,998,0,114,,, +wolfeed01,1952,1,PIT,NL,0,0,3,0,0,0,0,11,7,3,1,5,1,0.46,7.36,,0,1,0,21,1,3,,, +wrighed01,1952,1,PHA,AL,2,1,24,0,0,0,1,124,55,30,6,20,9,0.32,6.53,,1,3,0,199,11,36,,, +wynnea01,1952,1,CLE,AL,23,12,42,33,19,4,3,857,239,92,23,132,153,0.23,2.9,,5,1,0,1190,9,103,,, +yuhased01,1952,1,SLN,NL,12,2,54,2,0,0,6,298,90,30,5,35,39,0.24,2.72,,4,2,1,412,31,35,,, +zoldasa01,1952,1,PHA,AL,0,6,16,10,2,0,1,226,86,34,3,25,12,0.29,4.06,,0,0,0,325,2,41,,, +zuverge01,1952,1,CLE,AL,0,0,1,0,0,0,0,4,1,0,0,0,1,0.2,0,,0,0,0,5,1,0,,, +aberal01,1953,1,CLE,AL,1,1,6,0,0,0,0,18,6,5,0,9,4,0.24,7.5,,0,0,0,35,2,6,,, +aberal01,1953,2,DET,AL,4,3,17,10,2,0,0,200,63,33,3,41,34,0.26,4.46,,4,0,0,290,5,35,,, +alomalu01,1953,1,CHA,AL,2,0,24,0,0,0,2,115,41,20,7,23,23,0.28,4.7,,2,0,1,173,8,20,,, +antonjo02,1953,1,ML1,NL,12,12,31,26,11,2,1,526,167,62,15,71,131,0.24,3.18,,3,1,0,763,2,83,,, +baczefr01,1953,1,CHN,NL,0,0,9,0,0,0,0,30,20,7,1,6,3,0.43,6.3,,0,1,0,53,2,9,,, +baczefr01,1953,2,CIN,NL,11,4,24,18,10,1,1,415,125,53,13,52,58,0.24,3.45,,1,1,0,575,4,56,,, +beardge01,1953,1,CHA,AL,3,3,25,3,0,0,0,175,48,19,8,33,24,0.22,2.93,,3,0,0,250,9,27,,, +bickfve01,1953,1,ML1,NL,2,5,20,9,2,0,1,174,60,34,8,35,25,0.27,5.28,,2,2,1,258,8,35,,, +bishoch01,1953,1,PHA,AL,3,14,39,20,1,1,2,482,174,101,15,86,66,0.28,5.66,,5,5,0,720,11,106,,, +blackew01,1953,1,NYA,AL,2,0,8,4,0,0,1,59,17,8,2,13,11,0.23,3.66,,0,1,0,88,3,10,,, +blackjo02,1953,1,BRO,NL,6,3,34,3,0,0,5,218,74,43,12,27,42,0.25,5.33,,0,1,1,315,17,46,,, +blakeed01,1953,1,CIN,NL,0,0,1,0,0,0,0,0,1,0,0,1,0,1,,,0,0,0,2,0,2,,, +blyzkmi01,1953,1,SLA,AL,2,6,33,9,2,0,0,283,110,67,6,56,23,0.29,6.39,,7,0,0,440,8,78,,, +bokeldi01,1953,1,SLN,NL,0,0,3,0,0,0,0,9,4,2,0,0,0,0.3,6,,0,0,0,13,0,2,,, +bowmaro01,1953,1,PIT,NL,0,4,30,2,0,0,0,196,65,35,9,29,36,0.26,4.82,,3,1,0,288,15,42,,, +brancra01,1953,1,BRO,NL,0,0,7,0,0,0,0,33,15,12,4,5,5,0.34,9.82,,0,2,0,51,5,12,,, +brancra01,1953,2,DET,AL,4,7,17,14,7,0,1,306,98,47,7,31,50,0.25,4.15,,5,2,0,434,3,55,,, +brazlal01,1953,1,SLN,NL,6,7,60,0,0,0,18,276,101,43,8,43,57,0.28,4.21,,0,2,0,417,33,47,,, +brechha01,1953,1,SLA,AL,5,13,26,16,3,0,1,352,122,40,7,31,44,0.26,3.07,,1,3,1,494,7,51,,, +brisslo01,1953,1,CLE,AL,0,0,16,0,0,0,2,39,21,11,2,13,5,0.38,7.62,,0,0,0,69,7,11,,, +brownha01,1953,1,BOS,AL,11,6,30,25,6,1,0,499,177,86,16,57,62,0.26,4.65,,7,0,0,722,3,94,,, +buhlbo01,1953,1,ML1,NL,13,8,30,18,8,3,0,463,133,51,9,73,83,0.23,2.97,,1,3,1,648,5,59,,, +burdele01,1953,1,ML1,NL,15,5,46,13,6,1,8,525,177,63,7,56,58,0.26,3.24,,1,5,0,741,24,73,,, +byrdha01,1953,1,PHA,AL,11,20,40,37,11,2,0,710,279,145,23,115,122,0.29,5.51,,6,14,1,1090,0,155,,, +byrneto01,1953,1,CHA,AL,2,0,6,6,0,0,0,48,18,18,0,26,4,0.29,10.13,,0,0,0,89,0,18,,, +byrneto01,1953,2,WS1,AL,0,5,6,5,2,0,0,101,35,16,3,22,22,0.27,4.28,,0,1,0,155,0,17,,, +cainbo01,1953,1,SLA,AL,4,10,32,13,1,0,1,299,129,69,8,45,36,0.31,6.23,,1,1,0,465,7,74,,, +chakabo01,1953,1,CLE,AL,0,2,7,3,1,0,0,81,28,8,2,10,6,0.28,2.67,,2,1,0,116,2,13,,, +chambcl01,1953,1,SLN,NL,3,6,32,8,0,0,0,239,82,43,7,43,26,0.26,4.86,,3,1,1,362,9,50,,, +churcbu01,1953,1,CIN,NL,3,3,11,7,2,0,0,131,55,29,9,19,12,0.31,5.98,,0,2,0,196,2,32,,, +churcbu01,1953,2,CHN,NL,4,5,27,11,1,0,1,313,115,58,16,49,47,0.27,5,,2,2,0,474,4,67,,, +clarkmi01,1953,1,SLN,NL,1,0,23,2,0,0,1,107,46,19,2,21,17,0.31,4.79,,1,2,0,171,8,21,,, +coleda01,1953,1,ML1,NL,0,1,10,0,0,0,0,44,17,14,1,14,13,0.27,8.59,,1,0,0,75,8,14,,, +colemjo04,1953,1,PHA,AL,3,4,21,9,2,1,0,270,85,40,8,49,18,0.25,4,,3,1,0,388,9,46,,, +colluja01,1953,1,SLN,NL,0,0,7,0,0,0,0,34,15,8,1,4,5,0.32,6.35,,2,0,0,52,2,10,,, +colluja01,1953,2,CIN,NL,7,11,30,12,4,1,3,374,123,52,8,39,51,0.26,3.75,,1,6,0,515,12,57,,, +connebi01,1953,1,NY1,NL,0,1,8,2,0,0,0,61,33,25,4,17,11,0.37,11.07,,1,0,0,106,4,26,,, +consusa01,1953,1,WS1,AL,0,0,4,0,0,0,0,15,9,6,0,4,0,0.39,10.8,,0,0,0,27,3,6,,, +consusa01,1953,2,CHA,AL,7,5,29,13,5,1,3,372,122,35,9,28,30,0.25,2.54,,1,2,0,508,8,39,,, +corwial01,1953,1,NY1,NL,6,4,48,7,2,1,2,320,122,59,17,68,49,0.29,4.98,,1,3,1,495,16,65,,, +darkal01,1953,1,NY1,NL,0,0,1,1,0,0,0,3,1,2,1,1,0,0.25,18,,0,0,0,5,0,2,,, +delocik01,1953,1,BOS,AL,3,1,23,1,0,0,1,146,60,24,2,20,22,0.3,4.44,,0,2,1,223,9,27,,, +dicksmu01,1953,1,PIT,NL,10,19,45,26,10,1,4,602,240,101,27,58,88,0.29,4.53,,4,3,0,877,13,121,,, +dixonso01,1953,1,WS1,AL,5,8,43,6,3,0,3,360,123,50,13,31,40,0.26,3.75,,1,2,0,504,20,57,,, +dobsojo01,1953,1,CHA,AL,5,5,23,15,3,1,1,302,96,41,10,37,50,0.24,3.67,,3,0,0,425,6,46,,, +dorisha01,1953,1,CHA,AL,10,6,55,6,2,0,18,437,140,55,9,52,69,0.25,3.4,,5,6,1,622,37,59,,, +drewska01,1953,1,PHI,NL,9,10,47,27,6,0,3,556,218,93,26,50,72,0.29,4.52,,1,10,0,816,7,116,,, +elstodo01,1953,1,CHN,NL,0,1,2,1,0,0,0,15,11,8,1,0,2,0.45,14.4,,0,0,0,25,0,8,,, +erauted01,1953,1,CIN,NL,0,0,4,0,0,0,0,14,11,3,1,3,1,0.5,5.79,,0,0,1,25,1,3,,, +erauted01,1953,2,SLN,NL,3,1,20,1,0,0,0,107,43,25,6,16,15,0.29,6.31,,0,2,0,162,7,25,,, +erickha02,1953,1,DET,AL,0,1,18,0,0,0,1,97,43,17,4,10,19,0.32,4.73,,0,2,0,148,8,23,,, +erskica01,1953,1,BRO,NL,20,6,39,33,16,4,3,740,213,97,21,95,187,0.23,3.54,,4,3,0,1030,4,106,,, +facero01,1953,1,PIT,NL,6,8,41,13,2,0,0,357,145,87,19,30,56,0.29,6.58,,3,2,1,524,13,90,,, +fanovfr01,1953,1,PHA,AL,0,3,26,3,0,0,0,185,62,38,5,37,37,0.27,5.55,,7,6,0,282,9,41,,, +faszhja01,1953,1,SLN,NL,0,0,4,1,0,0,0,35,16,9,3,1,7,0.32,6.94,,0,1,0,51,1,9,,, +fellebo01,1953,1,CLE,AL,10,7,25,25,10,1,0,527,163,70,16,60,60,0.25,3.59,,1,3,1,721,0,78,,, +flowebe01,1953,1,BOS,AL,1,4,32,6,1,1,3,238,87,34,6,24,36,0.28,3.86,,2,1,0,345,13,39,,, +fordwh01,1953,1,NYA,AL,18,6,32,30,11,3,0,621,187,69,13,110,110,0.24,3,,3,4,0,882,2,77,,, +fornimi01,1953,1,CHA,AL,8,7,39,16,5,0,3,459,160,61,8,61,72,0.27,3.59,,2,2,1,664,7,68,,, +foytapa01,1953,1,DET,AL,0,0,6,0,0,0,0,29,15,12,1,9,7,0.37,11.17,,0,1,0,51,3,12,,, +freemhe01,1953,1,BOS,AL,1,4,18,2,0,0,0,117,50,24,2,17,15,0.31,5.54,,1,0,0,179,7,31,,, +fricama01,1953,1,PHA,AL,9,12,39,23,10,0,0,633,206,91,21,90,67,0.25,3.88,,3,6,1,909,10,105,,, +frienbo01,1953,1,PIT,NL,8,11,32,24,8,0,0,512,193,93,18,57,66,0.28,4.9,,2,3,1,747,2,103,,, +garcimi01,1953,1,CLE,AL,18,9,38,35,21,3,0,815,260,98,18,81,134,0.25,3.25,,3,3,0,1133,3,106,,, +garvene01,1953,1,DET,AL,11,11,30,26,13,0,1,595,228,98,16,66,69,0.29,4.45,,4,2,1,868,3,107,,, +gomezru01,1953,1,NY1,NL,13,11,29,26,13,3,0,612,166,77,17,101,113,0.21,3.4,,3,4,0,872,0,89,,, +gormato02,1953,1,NYA,AL,4,5,40,1,0,0,6,231,65,29,5,32,38,0.22,3.39,,0,6,0,329,15,32,,, +grayte01,1953,1,DET,AL,10,15,30,28,8,0,0,528,166,90,25,76,115,0.25,4.6,,1,7,0,756,0,102,,, +grissma01,1953,1,BOS,AL,2,6,13,11,1,1,0,178,61,31,5,30,31,0.26,4.7,,2,1,0,263,1,34,,, +grissma01,1953,2,NY1,NL,4,2,21,7,3,0,0,253,83,37,6,31,46,0.25,3.95,,3,1,0,363,7,40,,, +gromest01,1953,1,CLE,AL,1,1,5,1,0,0,0,33,11,4,0,3,8,0.26,3.27,,0,1,0,46,2,4,,, +gromest01,1953,2,DET,AL,6,8,19,17,6,1,1,377,138,63,17,36,59,0.27,4.51,,0,8,0,548,1,70,,, +habenbo01,1953,1,SLA,AL,0,0,1,0,0,0,0,5,1,1,0,1,1,0.16,5.4,,0,1,0,8,1,1,,, +hackewa02,1953,1,CHN,NL,12,19,39,32,9,0,2,665,225,108,35,54,106,0.25,4.38,,3,3,0,955,6,123,,, +haddiha01,1953,1,SLN,NL,20,9,36,33,19,6,1,759,220,86,24,69,163,0.23,3.06,,9,4,0,1031,2,97,,, +hallbo02,1953,1,PIT,NL,3,12,37,17,6,1,1,456,172,91,17,72,68,0.28,5.39,,7,1,0,684,8,99,,, +hansean01,1953,1,PHI,NL,0,2,30,1,0,0,3,154,60,23,6,24,17,0.29,4.03,,0,1,0,231,14,30,,, +harribi02,1953,1,PHA,AL,0,0,1,0,0,0,0,6,5,3,0,0,0,0.5,13.5,,0,0,0,11,0,3,,, +harriea01,1953,1,CHA,AL,1,0,7,0,0,0,0,25,9,7,1,5,1,0.29,7.56,,1,0,0,36,3,7,,, +harriea01,1953,2,DET,AL,0,2,8,1,0,0,0,56,25,18,2,15,7,0.33,8.68,,1,0,0,95,3,19,,, +hearnji01,1953,1,NY1,NL,9,12,36,32,6,0,0,590,206,99,22,84,77,0.26,4.53,,10,3,0,871,2,111,,, +henrybi01,1953,1,BOS,AL,5,5,21,12,4,1,1,257,86,31,4,33,56,0.26,3.26,,1,4,0,372,3,39,,, +herbera01,1953,1,DET,AL,4,6,43,3,0,0,6,263,109,51,5,46,37,0.3,5.24,,6,0,0,406,22,58,,, +hetkijo01,1953,1,PIT,NL,3,6,54,2,0,0,3,355,120,52,9,33,37,0.26,3.95,,3,1,1,498,31,60,,, +hillefr01,1953,1,NY1,NL,2,1,19,1,0,0,0,101,43,23,6,15,10,0.3,6.15,,1,4,1,163,10,29,,, +hoeftbi01,1953,1,DET,AL,9,14,29,27,9,0,2,593,223,106,24,58,90,0.28,4.83,,2,4,1,863,2,113,,, +hogueca01,1953,1,PIT,NL,1,1,3,2,2,0,0,57,19,11,4,16,10,0.25,5.21,,1,1,0,93,0,13,,, +holcoke01,1953,1,BOS,AL,1,0,3,0,0,0,1,18,9,4,0,3,1,0.33,6,,1,0,0,30,2,4,,, +hollobo01,1953,1,SLA,AL,3,7,22,10,1,1,0,196,69,38,2,50,25,0.27,5.23,,2,1,1,305,1,41,,, +hoopebo01,1953,1,CLE,AL,5,4,43,0,0,0,7,208,50,31,4,38,16,0.2,4.02,,2,2,0,288,26,37,,, +hoskida01,1953,1,CLE,AL,9,3,26,7,3,0,1,338,102,50,9,38,55,0.24,3.99,,0,4,1,467,9,57,,, +houttar01,1953,1,DET,AL,2,6,16,9,3,1,1,206,87,45,11,29,28,0.3,5.9,,2,4,0,316,6,50,,, +houttar01,1953,2,CLE,AL,7,7,22,13,6,1,3,327,113,46,4,25,40,0.26,3.8,,1,5,0,457,9,56,,, +hudsoha01,1953,1,CHA,AL,0,0,1,0,0,0,0,2,0,0,0,0,0,0,0,,0,0,0,1,1,0,,, +hudsosi01,1953,1,BOS,AL,6,9,30,17,4,0,2,468,164,61,13,49,60,0.26,3.52,,0,4,0,665,6,65,,, +hugheji02,1953,1,BRO,NL,4,3,48,0,0,0,9,257,80,33,6,41,49,0.24,3.47,,2,1,0,372,20,33,,, +hutchfr01,1953,1,DET,AL,0,0,3,0,0,0,0,29,9,3,0,0,4,0.24,2.79,,0,0,0,37,3,3,,, +jansela01,1953,1,NY1,NL,11,16,36,26,6,0,1,554,185,85,24,55,88,0.25,4.14,,1,2,0,786,3,96,,, +jayjo01,1953,1,ML1,NL,1,0,3,1,1,1,0,30,6,0,0,5,4,0.18,0,,1,0,0,37,1,0,,, +jestevi01,1953,1,ML1,NL,0,0,2,0,0,0,0,6,4,5,1,4,0,0.4,22.5,,0,0,0,14,1,5,,, +johnsco01,1953,1,CHA,AL,4,4,14,10,2,1,0,182,55,24,4,38,44,0.23,3.56,,4,2,0,272,3,27,,, +johnser02,1953,1,ML1,NL,4,3,36,1,0,0,0,243,79,24,4,22,36,0.26,2.67,,2,3,1,331,10,34,,, +jollyda01,1953,1,ML1,NL,0,1,24,0,0,0,0,115,34,15,4,27,23,0.23,3.52,,1,1,0,172,10,16,,, +jonessh01,1953,1,CHN,NL,0,2,22,2,0,0,0,115,47,23,3,16,9,0.29,5.4,,0,5,1,179,8,24,,, +jordami02,1953,1,DET,AL,0,1,8,1,0,0,0,51,26,11,3,5,4,0.36,5.82,,0,0,0,78,4,13,,, +judsoho01,1953,1,CIN,NL,0,1,10,6,0,0,0,116,58,24,8,11,11,0.34,5.59,,0,0,0,183,3,28,,, +keegabo01,1953,1,CHA,AL,7,5,22,11,4,2,1,296,80,30,4,33,32,0.22,2.74,,0,2,0,398,6,34,,, +kellnal01,1953,1,PHA,AL,11,12,25,25,14,2,0,605,210,88,8,51,81,0.26,3.93,,10,4,0,849,0,98,,, +kellnwa01,1953,1,PHA,AL,0,0,2,0,0,0,0,9,1,2,0,4,4,0.11,6,,0,1,0,14,2,2,,, +kellybo01,1953,1,CHN,NL,0,1,14,0,0,0,0,51,27,18,2,9,6,0.37,9.53,,0,1,0,83,6,19,,, +kellybo01,1953,2,CIN,NL,1,2,28,5,0,0,2,199,71,32,7,26,29,0.27,4.34,,3,0,0,285,11,36,,, +kennebi02,1953,1,BOS,AL,0,0,16,0,0,0,2,73,24,10,2,17,14,0.25,3.7,,0,1,0,116,9,13,,, +kennemo01,1953,1,NY1,NL,0,0,18,0,0,0,0,68,30,18,2,19,11,0.33,7.15,,2,1,0,113,10,18,,, +kindeel01,1953,1,BOS,AL,10,6,69,0,0,0,27,321,84,22,8,38,39,0.21,1.85,,1,2,1,441,51,30,,, +kingcl01,1953,1,CIN,NL,3,6,35,4,0,0,2,228,78,44,15,32,21,0.27,5.21,,1,2,0,326,18,47,,, +kippeth01,1953,1,PHI,NL,3,3,20,3,0,0,0,137,59,24,8,12,15,0.31,4.73,,1,0,1,202,12,26,,, +klippjo01,1953,1,CHN,NL,10,11,48,19,5,0,6,503,169,90,15,107,113,0.25,4.83,,10,8,0,777,21,115,,, +konstji01,1953,1,PHI,NL,14,10,48,19,7,0,5,512,198,84,18,42,45,0.29,4.43,,1,3,0,735,20,90,,, +kosloda01,1953,1,NY1,NL,6,12,37,12,2,0,2,335,135,59,8,36,36,0.29,4.76,,1,1,1,496,14,70,,, +kralyst01,1953,1,NYA,AL,0,2,5,3,0,0,1,75,19,9,2,16,8,0.2,3.24,,0,2,0,111,2,10,,, +kretllo01,1953,1,CHA,AL,0,0,9,3,0,0,0,62,12,8,2,30,15,0.17,3.48,,2,1,0,102,3,11,,, +kretllo01,1953,2,SLA,AL,1,5,22,11,0,0,0,243,93,46,5,52,37,0.28,5.11,,3,0,0,380,6,56,,, +kuzavbo01,1953,1,NYA,AL,6,5,33,6,2,2,4,277,92,34,9,34,48,0.26,3.31,,0,0,0,386,12,35,,, +labincl01,1953,1,BRO,NL,11,6,37,7,0,0,7,331,92,34,9,30,44,0.22,2.77,,3,0,0,444,21,39,,, +laneje01,1953,1,WS1,AL,1,4,20,2,0,0,0,170,64,31,3,16,26,0.28,4.92,,1,1,0,247,11,33,,, +laniema01,1953,1,NY1,NL,0,0,3,0,0,0,0,16,8,4,1,3,2,0.38,6.75,,0,0,0,26,1,4,,, +laniema01,1953,2,SLA,AL,0,1,10,1,0,0,0,67,28,18,2,19,8,0.32,7.25,,0,0,0,109,2,18,,, +lapalpa01,1953,1,PIT,NL,8,16,35,24,7,1,2,529,191,90,20,64,86,0.27,4.59,,9,0,0,777,7,107,,, +larsedo01,1953,1,SLA,AL,7,12,38,22,7,2,2,578,201,89,11,64,96,0.26,4.16,,3,4,0,828,14,99,,, +lemonbo01,1953,1,CLE,AL,21,15,41,36,23,5,1,860,283,107,16,110,98,0.26,3.36,,9,11,0,1216,4,119,,, +leonadu02,1953,1,CHN,NL,2,3,45,0,0,0,8,188,72,32,9,24,27,0.28,4.6,,2,1,1,276,27,34,,, +liddldo01,1953,1,ML1,NL,7,6,31,15,4,0,2,386,119,44,6,55,63,0.24,3.08,,3,2,0,543,9,54,,, +lindejo01,1953,1,PIT,NL,5,16,27,23,13,1,0,527,173,92,17,116,102,0.26,4.71,,8,6,0,798,3,106,,, +lindejo01,1953,2,PHI,NL,1,1,5,3,2,0,0,70,22,11,0,23,16,0.25,4.24,,3,0,0,112,1,16,,, +littldi01,1953,1,SLA,AL,7,12,36,22,2,0,0,457,153,86,17,84,104,0.26,5.08,,5,4,0,680,6,93,,, +loesbi01,1953,1,BRO,NL,14,8,32,25,9,1,0,488,165,82,21,53,75,0.26,4.54,,2,3,3,691,3,92,,, +lopated01,1953,1,NYA,AL,16,4,25,24,9,3,0,535,169,48,13,32,50,0.25,2.42,,1,4,1,720,1,58,,, +lowntu01,1953,1,CHN,NL,8,7,49,12,2,0,3,445,166,85,20,84,76,0.28,5.16,,6,2,0,682,17,93,,, +macdobi01,1953,1,PIT,NL,0,1,4,1,0,0,0,22,12,10,0,8,4,0.4,12.27,,0,1,0,39,1,10,,, +mackijo01,1953,1,PHA,AL,0,0,1,0,0,0,0,4,1,0,0,2,0,0.2,0,,1,0,0,7,0,0,,, +madisda01,1953,1,DET,AL,3,4,32,1,0,0,0,186,76,47,7,44,27,0.3,6.82,,3,3,0,307,17,55,,, +maglisa01,1953,1,NY1,NL,8,9,27,24,9,3,0,436,158,67,19,47,80,0.27,4.15,,1,1,0,620,1,79,,, +mainwo01,1953,1,PIT,NL,0,0,2,0,0,0,0,12,5,5,1,2,4,0.29,11.25,,0,0,0,19,1,5,,, +marlodi01,1953,1,DET,AL,6,7,42,11,2,0,0,359,152,70,13,42,52,0.31,5.26,,4,2,0,536,9,74,,, +marreco01,1953,1,WS1,AL,8,7,22,20,10,2,2,437,130,49,14,48,65,0.24,3.03,,5,5,0,603,2,56,,, +martiba02,1953,1,CIN,NL,0,0,1,0,0,0,0,6,3,2,0,1,1,0.33,9,,0,0,0,10,1,2,,, +martimo01,1953,1,PHA,AL,10,12,58,11,2,0,7,469,158,77,12,59,64,0.26,4.43,,7,8,0,679,41,85,,, +mastewa02,1953,1,WS1,AL,10,12,29,20,10,4,0,499,145,67,16,62,95,0.23,3.63,,1,3,1,697,7,79,,, +mcdermi03,1953,1,BOS,AL,18,10,32,30,8,4,0,619,169,69,9,109,92,0.22,3.01,,5,2,1,876,1,82,,, +mcdonji04,1953,1,NYA,AL,9,7,27,18,6,2,0,389,128,55,4,39,43,0.26,3.82,,0,1,0,539,5,64,,, +meyerru01,1953,1,BRO,NL,15,5,34,32,10,2,0,574,201,97,25,63,106,0.26,4.56,,4,1,0,819,1,109,,, +mickegl01,1953,1,BRO,NL,0,1,4,2,0,0,0,19,11,8,2,4,5,0.39,11.37,,0,0,0,33,2,9,,, +millebi04,1953,1,NYA,AL,2,1,13,3,0,0,1,102,46,18,3,19,17,0.32,4.76,,0,1,0,163,3,19,,, +millebo02,1953,1,PHI,NL,8,9,35,20,8,3,2,472,169,70,14,42,63,0.27,4,,7,2,0,677,6,76,,, +millebo03,1953,1,DET,AL,1,2,13,1,0,0,0,109,43,24,2,21,9,0.28,5.94,,3,1,0,171,8,25,,, +millest01,1953,1,SLN,NL,7,8,40,18,8,2,4,413,161,85,19,47,79,0.29,5.56,,2,2,0,608,10,86,,, +millibo01,1953,1,BRO,NL,8,4,37,10,3,0,2,353,94,44,13,42,65,0.21,3.37,,4,0,0,485,12,52,,, +minnepa01,1953,1,CHN,NL,12,15,31,27,9,2,1,603,227,94,15,40,64,0.28,4.21,,0,3,0,860,2,109,,, +mizelvi01,1953,1,SLN,NL,13,11,33,33,10,1,0,673,193,87,12,114,173,0.22,3.49,,4,4,2,980,0,93,,, +moisabi01,1953,1,CHN,NL,0,0,3,0,0,0,0,15,5,3,0,2,1,0.27,5.4,,0,1,0,22,2,3,,, +monahri01,1953,1,PHA,AL,0,0,4,0,0,0,0,32,11,5,0,7,2,0.27,4.22,,3,0,0,47,2,5,,, +moorera02,1953,1,BRO,NL,0,1,1,1,1,0,0,24,6,3,1,4,4,0.21,3.38,,0,0,0,34,0,3,,, +morenju01,1953,1,WS1,AL,3,1,12,2,1,0,0,106,41,11,2,13,13,0.29,2.8,,0,0,0,156,5,11,,, +neveler01,1953,1,CIN,NL,0,0,10,0,0,0,0,31,16,7,0,1,5,0.39,6.1,,0,0,0,44,4,7,,, +newhoha01,1953,1,DET,AL,0,1,7,4,0,0,1,65,31,17,4,8,6,0.34,7.06,,1,2,0,102,1,22,,, +newsobo01,1953,1,PHA,AL,2,1,17,2,1,0,0,116,44,21,3,24,16,0.28,4.89,,0,5,0,187,9,24,,, +nixonwi01,1953,1,BOS,AL,4,8,23,15,5,1,0,350,114,51,6,59,57,0.25,3.93,,1,1,0,516,2,57,,, +nuxhajo01,1953,1,CIN,NL,9,11,30,17,5,1,2,425,136,68,13,69,52,0.25,4.32,,0,8,0,628,8,77,,, +paigesa01,1953,1,SLA,AL,3,9,57,4,0,0,11,352,114,46,12,39,51,0.25,3.53,,2,1,1,489,34,51,,, +palicer01,1953,1,BRO,NL,0,0,4,0,0,0,0,18,10,8,1,8,3,0.37,12,,1,0,0,35,1,8,,, +parneme01,1953,1,BOS,AL,21,8,38,34,12,5,0,723,217,82,15,116,136,0.23,3.06,,7,4,0,1036,2,98,,, +pearcji01,1953,1,WS1,AL,0,1,4,1,0,0,0,28,15,8,3,6,0,0.4,7.71,,1,0,0,43,0,10,,, +perkoha01,1953,1,CIN,NL,12,11,33,25,7,2,2,579,204,97,26,62,70,0.27,4.52,,1,1,0,821,5,107,,, +peterke01,1953,1,PHI,NL,0,1,15,0,0,0,0,81,26,20,3,21,20,0.25,6.67,,1,1,0,128,4,20,,, +pettipa01,1953,1,PIT,NL,1,2,10,5,0,0,0,84,33,24,1,20,14,0.29,7.71,,0,0,0,131,4,27,,, +piercbi02,1953,1,CHA,AL,18,12,40,33,19,7,3,814,216,82,20,102,186,0.21,2.72,,5,3,0,1113,6,94,,, +pilledu01,1953,1,SLA,AL,7,13,31,25,5,1,0,500,181,83,16,62,58,0.27,4.48,,1,2,0,728,2,90,,, +podbibu01,1953,1,CIN,NL,6,16,36,24,8,1,1,559,214,98,21,67,74,0.29,4.73,,3,8,0,818,6,112,,, +podrejo01,1953,1,BRO,NL,9,4,33,18,3,1,0,345,126,54,12,64,82,0.28,4.23,,2,1,0,518,3,62,,, +polleho01,1953,1,PIT,NL,1,1,5,2,0,0,0,38,27,15,2,6,8,0.48,10.66,,0,0,0,66,1,15,,, +polleho01,1953,2,CHN,NL,5,6,25,17,2,0,1,334,120,51,6,44,45,0.27,4.12,,1,1,0,495,2,62,,, +portebo01,1953,1,WS1,AL,22,10,34,32,24,9,0,765,243,95,19,73,77,0.25,3.35,,2,1,0,1036,2,99,,, +preskjo01,1953,1,SLN,NL,6,13,34,25,4,0,1,485,165,90,19,65,56,0.26,5.01,,4,5,0,707,3,95,,, +qualtto01,1953,1,PHI,NL,0,0,1,0,0,0,0,1,4,6,1,1,0,0.8,162,,1,1,0,7,0,6,,, +raffeke01,1953,1,CIN,NL,7,14,26,26,9,1,0,522,200,76,23,33,47,0.28,3.93,,0,0,0,734,0,87,,, +raschvi01,1953,1,NYA,AL,13,6,28,26,7,4,1,543,150,67,11,55,76,0.22,3.33,,1,1,0,738,2,74,,, +reynoal01,1953,1,NYA,AL,13,7,41,15,5,1,13,435,140,55,9,61,86,0.25,3.41,,4,5,0,627,23,64,,, +ridzist01,1953,1,PHI,NL,9,6,42,12,1,0,0,372,119,52,15,48,53,0.25,3.77,,1,5,0,526,13,61,,, +roberro01,1953,1,PHI,NL,23,16,44,41,33,5,2,1040,324,106,30,61,198,0.24,2.75,,3,2,0,1412,2,119,,, +roepr01,1953,1,BRO,NL,11,3,25,24,9,1,0,471,171,76,27,40,85,0.27,4.36,,1,1,0,661,0,78,,, +rogovsa01,1953,1,CHA,AL,7,12,22,19,4,1,1,393,151,76,17,48,62,0.28,5.22,,5,2,1,583,1,82,,, +romonjo01,1953,1,SLN,NL,0,0,2,2,0,0,0,23,9,4,1,4,3,0.28,4.7,,1,1,0,37,0,6,,, +rozekdi01,1953,1,PHA,AL,0,0,2,0,0,0,0,32,8,6,3,9,2,0.22,5.06,,0,0,0,46,0,6,,, +rushbo01,1953,1,CHN,NL,9,14,29,28,8,1,0,500,177,84,17,66,84,0.27,4.54,,1,5,1,732,0,97,,, +sainjo01,1953,1,NYA,AL,14,7,40,19,10,1,9,567,189,63,16,45,84,0.26,3,,2,3,1,780,19,68,,, +scarbra01,1953,1,NYA,AL,2,2,25,1,0,0,0,164,52,20,4,26,20,0.25,3.29,,2,4,0,240,10,23,,, +scarbra01,1953,2,DET,AL,0,2,13,0,0,0,2,62,34,19,3,11,12,0.35,8.27,,0,3,0,111,5,24,,, +schalar01,1953,1,NYA,AL,0,0,7,1,0,0,1,64,30,7,2,15,13,0.34,2.95,,1,1,0,104,3,12,,, +scheica01,1953,1,PHA,AL,3,7,28,8,3,0,2,288,99,52,9,29,25,0.26,4.88,,3,7,0,423,13,57,,, +schmijo01,1953,1,NYA,AL,0,0,3,0,0,0,1,13,2,1,1,3,0,0.14,2.08,,1,0,0,17,2,1,,, +schmijo01,1953,2,WS1,AL,2,7,24,13,5,0,4,323,118,44,9,37,39,0.28,3.68,,0,4,0,466,9,52,,, +schmiwi01,1953,1,SLN,NL,0,2,6,2,0,0,0,53,21,18,1,13,11,0.28,9.17,,0,1,0,89,1,20,,, +schulbo01,1953,1,CHN,NL,0,2,7,2,0,0,0,35,13,7,2,11,4,0.28,5.4,,0,1,0,59,3,10,,, +schulbo01,1953,2,PIT,NL,0,2,11,2,0,0,0,56,26,17,3,10,5,0.32,8.2,,1,2,0,93,3,19,,, +shantbo01,1953,1,PHA,AL,5,9,16,16,6,0,0,317,107,48,10,26,58,0.26,4.09,,3,0,0,437,0,52,,, +sheasp01,1953,1,WS1,AL,12,7,23,23,11,1,0,494,151,72,11,75,38,0.24,3.94,,3,4,1,706,0,82,,, +simaal01,1953,1,WS1,AL,2,3,31,5,1,0,1,205,63,26,7,31,25,0.24,3.42,,0,3,0,291,11,31,,, +simmocu01,1953,1,PHI,NL,16,13,32,30,19,4,0,714,211,85,17,82,138,0.23,3.21,,0,3,0,993,1,102,,, +simpsdu01,1953,1,CHN,NL,1,2,30,1,0,0,0,135,60,40,8,25,21,0.31,8,,1,1,1,222,11,47,,, +smithfr06,1953,1,CIN,NL,8,1,50,1,0,0,2,251,89,51,15,25,42,0.27,5.49,,4,3,0,364,27,64,,, +spahnwa01,1953,1,ML1,NL,23,7,35,32,24,5,3,797,211,62,14,70,148,0.21,2.1,,3,1,2,1055,3,75,,, +spencge01,1953,1,NY1,NL,0,0,1,0,0,0,0,7,3,2,0,2,1,0.3,7.71,,0,0,0,12,0,2,,, +stalege01,1953,1,SLN,NL,18,9,40,32,10,1,4,690,243,102,31,54,88,0.26,3.99,,1,17,1,980,6,118,,, +stewabu02,1953,1,WS1,AL,0,2,2,2,1,0,0,46,17,8,1,11,3,0.28,4.7,,0,1,0,72,0,9,,, +stobbch01,1953,1,WS1,AL,11,8,27,20,8,0,0,459,146,56,11,44,67,0.24,3.29,,2,1,0,640,5,64,,, +stonede01,1953,1,WS1,AL,0,1,3,1,0,0,0,26,13,8,0,5,5,0.36,8.31,,0,0,0,43,1,8,,, +stuarma01,1953,1,SLA,AL,8,2,60,2,0,0,7,343,136,50,6,44,46,0.3,3.94,,3,1,0,509,30,62,,, +stuffpa01,1953,1,PHI,NL,0,0,2,0,0,0,0,0,0,0,0,4,0,0,,,0,0,0,4,0,4,,, +sullifr01,1953,1,BOS,AL,1,1,14,0,0,0,0,77,24,16,3,11,17,0.26,5.61,,0,1,0,104,1,16,,, +surkoma01,1953,1,ML1,NL,11,5,28,24,11,2,0,510,168,79,22,64,83,0.25,4.18,,2,0,2,732,2,82,,, +tomandi01,1953,1,CLE,AL,1,0,1,1,1,0,0,27,6,2,1,6,6,0.17,2,,0,1,0,41,0,3,,, +tricebo01,1953,1,PHA,AL,2,1,3,3,1,0,0,69,25,14,4,6,4,0.27,5.48,,0,0,0,97,0,14,,, +truckvi01,1953,1,SLA,AL,5,4,16,12,4,2,2,264,83,30,4,32,47,0.24,3.07,,3,4,0,374,2,37,,, +truckvi01,1953,2,CHA,AL,15,6,24,21,13,3,1,529,151,56,14,67,102,0.23,2.86,,4,3,1,727,1,60,,, +turlebo01,1953,1,SLA,AL,2,6,10,7,3,1,0,181,39,22,4,44,61,0.18,3.28,,2,2,0,259,3,24,,, +wadebe01,1953,1,BRO,NL,7,5,32,0,0,0,3,271,79,38,15,33,65,0.23,3.79,,1,4,0,377,15,40,,, +waughji01,1953,1,PIT,NL,4,5,29,11,1,0,0,271,108,65,21,56,23,0.29,6.48,,3,0,1,425,3,70,,, +wehmehe01,1953,1,CIN,NL,1,6,28,10,2,0,0,245,100,65,20,47,32,0.29,7.16,,3,0,0,389,6,71,,, +weikdi01,1953,2,DET,AL,0,1,12,1,0,0,0,58,32,30,3,23,6,0.38,13.97,,3,0,0,109,2,30,,, +werlebi01,1953,1,BOS,AL,0,1,5,0,0,0,0,35,7,2,1,1,4,0.17,1.54,,0,0,0,42,2,3,,, +whiteha01,1953,1,SLA,AL,0,0,10,0,0,0,0,31,8,3,1,3,2,0.2,2.61,,0,1,0,45,3,3,,, +whiteha01,1953,2,SLN,NL,6,5,49,0,0,0,7,254,84,28,5,39,32,0.27,2.98,,2,0,1,358,24,32,,, +wightbi01,1953,1,DET,AL,0,3,13,4,0,0,0,76,35,25,4,14,10,0.33,8.88,,4,0,0,125,3,33,,, +wightbi01,1953,2,CLE,AL,2,1,20,0,0,0,1,80,29,11,1,16,14,0.28,3.71,,1,0,0,120,6,12,,, +wilheho01,1953,1,NY1,NL,7,8,68,0,0,0,15,435,127,49,13,77,71,0.23,3.04,,9,4,0,628,39,61,,, +wilkste01,1953,1,CLE,AL,0,0,4,0,0,0,0,11,5,3,0,3,2,0.27,7.36,,0,0,0,21,2,4,,, +williji02,1953,1,CHN,NL,2,1,13,3,2,0,0,130,37,15,1,17,15,0.22,3.12,,1,3,0,183,6,15,,, +wilsoji02,1953,1,ML1,NL,4,9,20,18,5,0,0,342,107,55,16,43,71,0.24,4.34,,1,3,0,491,2,59,,, +worthal01,1953,1,NY1,NL,4,8,20,17,5,2,0,306,103,39,6,54,52,0.25,3.44,,2,2,0,461,2,55,,, +wynnea01,1953,1,CLE,AL,17,12,36,34,16,1,0,755,234,110,19,107,138,0.24,3.93,,5,4,0,1077,2,121,,, +yuhased01,1953,1,SLN,NL,0,0,2,0,0,0,0,3,3,2,0,0,0,0.5,18,,1,0,0,6,0,2,,, +aberal01,1954,1,DET,AL,5,11,32,18,4,0,3,374,121,55,8,40,54,0.25,3.97,,0,3,0,528,6,63,,, +antonjo02,1954,1,NY1,NL,21,7,39,37,18,6,2,776,209,66,22,94,152,0.21,2.3,,2,5,0,1071,2,78,,, +baczefr01,1954,1,CIN,NL,6,6,29,22,4,1,0,390,159,76,22,53,43,0.3,5.26,,1,1,0,587,2,82,,, +beardra01,1954,1,SLN,NL,0,4,13,10,0,0,0,174,62,24,2,28,17,0.27,3.72,,2,2,0,260,0,32,,, +bickfve01,1954,1,BAL,AL,0,1,1,1,0,0,0,12,5,4,0,1,0,0.33,9,,0,0,0,20,0,5,,, +bishoch01,1954,1,PHA,AL,4,6,20,12,4,0,1,288,98,47,10,50,34,0.27,4.41,,0,5,0,427,4,49,,, +blackjo02,1954,1,BRO,NL,0,0,5,0,0,0,0,21,11,9,3,5,3,0.35,11.57,,0,0,0,37,4,9,,, +blyzkmi01,1954,1,BAL,AL,1,5,37,0,0,0,1,259,83,45,2,51,35,0.25,4.69,,1,0,0,386,17,48,,, +brancra01,1954,1,DET,AL,3,3,17,5,0,0,0,136,63,29,10,30,15,0.33,5.76,,0,2,0,227,4,33,,, +brancra01,1954,2,NYA,AL,1,0,5,3,0,0,0,38,9,4,0,13,7,0.2,2.84,,0,1,0,61,1,5,,, +brazlal01,1954,1,SLN,NL,5,4,58,0,0,0,8,253,93,39,10,24,30,0.28,4.16,,2,3,0,363,28,48,,, +breweto01,1954,1,BOS,AL,10,9,33,23,7,0,0,488,152,84,15,95,69,0.24,4.65,,6,7,0,727,3,90,,, +brosnji01,1954,1,CHN,NL,1,0,18,0,0,0,0,100,44,35,9,18,17,0.33,9.45,,4,1,0,158,7,35,,, +brownha01,1954,1,BOS,AL,1,8,40,5,1,0,0,354,126,54,6,41,66,0.26,4.12,,2,3,0,524,17,64,,, +buhlbo01,1954,1,ML1,NL,2,7,31,14,2,1,3,331,117,49,5,65,57,0.27,4,,5,2,0,505,8,54,,, +burdele01,1954,1,ML1,NL,15,14,38,32,13,4,0,714,224,73,17,62,79,0.25,2.76,,1,4,0,974,3,87,,, +burtsmo01,1954,1,PHA,AL,5,4,46,0,0,0,4,284,80,40,7,53,54,0.23,3.8,,7,8,0,413,30,45,,, +byrdha01,1954,1,NYA,AL,9,7,25,21,5,1,0,397,131,44,10,43,52,0.25,2.99,,5,7,0,567,0,56,,, +byrneto01,1954,1,NYA,AL,3,2,5,5,4,1,0,120,36,12,1,19,24,0.24,2.7,,0,0,0,169,0,13,,, +chakabo01,1954,1,CLE,AL,2,0,3,0,0,0,0,31,4,1,0,12,3,0.11,0.87,,0,0,0,47,0,1,,, +chakabo01,1954,2,BAL,AL,3,7,38,6,0,0,3,268,81,37,8,43,44,0.24,3.73,,1,1,0,386,28,43,,, +churcbu01,1954,1,CHN,NL,1,3,7,3,1,0,0,44,21,16,8,13,8,0.35,9.82,,0,0,0,76,2,18,,, +clevete01,1954,1,BOS,AL,2,4,23,8,1,0,0,203,67,36,9,29,43,0.26,4.79,,1,2,0,298,6,42,,, +coleda01,1954,1,CHN,NL,3,8,18,14,2,1,0,252,74,50,7,62,37,0.24,5.36,,5,1,0,379,3,56,,, +colemjo04,1954,1,BAL,AL,13,17,33,32,15,4,0,664,184,86,16,96,103,0.23,3.5,,1,3,0,912,0,102,,, +colluja01,1954,1,CIN,NL,7,3,36,2,1,0,0,237,86,33,8,32,28,0.28,3.76,,3,5,0,349,10,43,,, +conlege01,1954,1,ML1,NL,14,9,28,27,12,2,0,583,171,64,17,79,113,0.24,2.96,,4,7,0,814,1,73,,, +consusa01,1954,1,CHA,AL,16,3,39,17,3,2,3,462,142,46,9,35,31,0.24,2.69,,2,0,0,620,10,52,,, +corwial01,1954,1,NY1,NL,1,3,20,0,0,0,0,94,35,14,4,14,14,0.29,4.02,,0,0,0,138,5,19,,, +cronera01,1954,1,ML1,NL,1,0,19,2,1,0,1,147,44,11,6,19,33,0.24,2.02,,1,1,0,200,7,11,,, +darnebo01,1954,1,BRO,NL,0,0,6,1,0,0,0,43,15,5,2,7,5,0.27,3.14,,0,0,0,62,1,7,,, +davisji01,1954,1,CHN,NL,11,7,46,12,2,0,4,383,114,50,12,51,58,0.24,3.52,,3,3,1,538,18,57,,, +dealco01,1954,1,SLN,NL,2,3,33,0,0,0,1,215,85,50,14,36,25,0.29,6.28,,3,4,1,338,12,56,,, +dicksmu01,1954,1,PHI,NL,10,20,40,31,12,4,3,679,256,95,31,73,64,0.28,3.78,,1,2,0,986,5,107,,, +ditmaar01,1954,1,PHA,AL,1,4,14,5,0,0,0,118,50,28,4,36,14,0.31,6.41,,3,1,0,199,8,35,,, +dixonso01,1954,1,WS1,AL,1,2,16,0,0,0,1,89,26,10,3,12,7,0.23,3.03,,0,0,0,125,6,15,,, +dixonso01,1954,2,PHA,AL,5,7,38,6,1,0,4,322,136,58,8,27,42,0.3,4.86,,1,3,1,483,23,63,,, +dobsojo01,1954,1,BOS,AL,0,0,2,0,0,0,0,8,5,2,0,1,1,0.38,6.75,,0,0,0,14,1,2,,, +donovdi01,1954,1,DET,AL,0,0,2,0,0,0,0,18,9,7,1,5,2,0.36,10.5,,0,0,0,32,0,7,,, +dorisha01,1954,1,CHA,AL,6,4,37,6,2,1,6,327,88,33,9,29,48,0.22,2.72,,4,1,0,425,19,35,,, +drewska01,1954,1,PHI,NL,1,0,8,0,0,0,0,48,18,10,2,8,6,0.3,5.63,,0,0,0,71,1,10,,, +drewska01,1954,2,CIN,NL,4,4,22,9,1,1,0,180,79,40,6,19,29,0.32,6,,3,2,0,271,7,44,,, +durenry01,1954,1,BAL,AL,0,0,1,0,0,0,0,6,3,2,0,1,2,0.33,9,,0,0,0,11,0,3,,, +erskica01,1954,1,BRO,NL,18,15,38,37,12,2,1,781,239,120,31,92,166,0.24,4.15,,6,4,0,1098,1,128,,, +fellebo01,1954,1,CLE,AL,13,3,19,19,9,1,0,420,127,48,13,39,59,0.23,3.09,,0,3,0,580,0,53,,, +flanito01,1954,1,CHA,AL,0,0,2,0,0,0,0,5,1,0,0,1,0,0.2,0,,0,0,0,7,1,0,,, +fordwh01,1954,1,NYA,AL,16,8,34,28,11,3,1,632,170,66,10,101,125,0.22,2.82,,1,1,0,873,4,72,,, +fornimi01,1954,1,CHA,AL,1,2,15,6,0,0,1,126,41,20,4,14,18,0.25,4.29,,0,0,0,179,3,24,,, +fowlear01,1954,1,CIN,NL,12,10,40,29,8,1,0,683,256,97,20,85,93,0.28,3.83,,3,4,0,998,9,112,,, +foxho01,1954,1,BAL,AL,1,2,38,0,0,0,2,221,80,30,2,34,27,0.28,3.67,,3,2,0,320,23,33,,, +fricama01,1954,1,PHA,AL,5,11,37,20,4,0,1,455,163,87,17,64,43,0.27,5.16,,3,4,1,672,10,98,,, +frienbo01,1954,1,PIT,NL,7,12,35,20,4,2,2,511,204,96,16,58,73,0.3,5.07,,1,1,2,758,8,106,,, +garcimi01,1954,1,CLE,AL,19,8,45,34,13,5,5,776,220,76,6,71,129,0.22,2.64,,1,2,0,1053,8,85,,, +garvene01,1954,1,DET,AL,14,11,35,32,16,3,1,739,216,77,20,62,93,0.23,2.81,,2,4,0,1003,3,93,,, +gielpa01,1954,1,NY1,NL,0,0,6,0,0,0,0,13,8,4,0,2,4,0.42,8.31,,0,0,0,22,1,4,,, +gomezru01,1954,1,NY1,NL,17,9,37,32,10,4,0,665,202,71,20,109,106,0.24,2.88,,5,7,1,964,1,85,,, +gorinch01,1954,1,ML1,NL,0,1,5,0,0,0,0,29,5,2,0,6,12,0.15,1.86,,1,0,0,40,2,3,,, +gormato02,1954,1,NYA,AL,0,0,23,0,0,0,2,110,30,9,1,14,31,0.22,2.21,,1,1,0,154,11,14,,, +grayjo01,1954,1,PHA,AL,3,12,18,16,5,0,0,315,111,76,10,91,51,0.27,6.51,,4,0,0,501,1,83,,, +grayte01,1954,1,DET,AL,3,5,19,10,2,0,0,216,70,43,8,56,29,0.26,5.38,,1,2,1,332,5,48,,, +greasbi01,1954,1,SLN,NL,0,1,3,2,0,0,0,12,8,6,4,4,2,0.42,13.5,,0,0,0,24,1,8,,, +greenbo01,1954,1,PHI,NL,1,2,11,4,0,0,0,110,28,13,2,18,9,0.2,3.19,,1,0,0,155,4,16,,, +grimbo01,1954,1,NYA,AL,20,6,37,20,8,1,0,597,175,72,9,85,108,0.24,3.26,,4,3,0,825,8,78,,, +grissma01,1954,1,NY1,NL,10,7,56,3,1,1,19,367,100,32,13,50,64,0.22,2.35,,1,7,1,512,36,37,,, +gromest01,1954,1,DET,AL,18,16,36,32,17,4,1,758,236,77,26,57,102,0.24,2.74,,1,12,0,1049,4,85,,, +hackewa02,1954,1,CHN,NL,6,13,39,18,4,1,2,476,157,75,28,37,80,0.25,4.25,,0,4,0,669,12,89,,, +haddiha01,1954,1,SLN,NL,18,13,43,35,13,3,4,779,247,103,26,77,184,0.24,3.57,,7,3,0,1087,7,114,,, +harshja01,1954,1,CHA,AL,14,8,35,21,9,4,1,531,157,58,7,96,134,0.23,2.95,,6,5,0,772,5,61,,, +heardja01,1954,1,BAL,AL,0,0,2,0,0,0,0,10,6,5,1,3,2,0.37,13.5,,0,0,0,19,0,5,,, +hearnji01,1954,1,NY1,NL,8,8,29,18,3,2,1,390,137,60,10,66,45,0.27,4.15,,2,2,0,580,3,71,,, +henrybi01,1954,1,BOS,AL,3,7,24,13,3,1,0,287,104,48,9,49,38,0.27,4.52,,4,1,1,442,8,56,,, +herbera01,1954,1,DET,AL,3,6,42,4,0,0,0,253,114,55,6,50,44,0.33,5.87,,3,2,0,402,15,64,,, +herrito01,1954,1,BOS,AL,1,2,14,1,0,0,0,85,34,23,3,22,8,0.31,7.31,,0,0,0,135,3,23,,, +hetkijo01,1954,1,PIT,NL,4,4,58,1,0,0,9,249,102,46,11,30,27,0.29,4.99,,2,0,0,384,46,53,,, +hoeftbi01,1954,1,DET,AL,7,15,34,25,10,4,1,525,180,89,22,59,114,0.26,4.58,,3,4,0,752,5,93,,, +hogueca01,1954,1,PIT,NL,0,1,3,2,0,0,0,33,11,6,1,12,7,0.28,4.91,,0,0,0,52,0,6,,, +hoopebo01,1954,1,CLE,AL,0,0,17,0,0,0,2,104,39,19,3,16,12,0.28,4.93,,0,1,0,155,8,22,,, +hoskida01,1954,1,CLE,AL,0,1,14,1,0,0,0,80,29,9,3,10,9,0.28,3.04,,1,0,0,115,3,10,,, +houttar01,1954,1,CLE,AL,15,7,32,25,11,1,0,564,198,70,14,59,68,0.27,3.35,,1,3,0,805,3,80,,, +hudsosi01,1954,1,BOS,AL,3,4,33,5,0,0,5,214,83,35,5,30,27,0.29,4.42,,1,2,0,320,19,43,,, +hugheji02,1954,1,BRO,NL,8,4,60,0,0,0,24,260,76,31,7,44,58,0.23,3.22,,4,0,0,373,41,36,,, +hurdto01,1954,1,BOS,AL,2,0,16,0,0,0,1,89,21,10,2,12,14,0.19,3.03,,0,0,0,119,4,11,,, +jansela01,1954,1,NY1,NL,2,2,13,7,0,0,0,122,57,27,5,15,15,0.33,5.98,,0,1,0,189,3,32,,, +jayjo01,1954,1,ML1,NL,1,0,15,1,0,0,0,54,21,13,2,16,13,0.3,6.5,,1,1,0,88,8,13,,, +jeffcha01,1954,1,CHN,NL,5,6,43,3,1,0,7,312,110,60,12,58,35,0.27,5.19,,0,4,0,475,21,63,,, +johnsdo03,1954,1,CHA,AL,8,7,46,16,3,3,7,432,129,50,14,43,68,0.24,3.13,,2,0,0,581,17,53,,, +johnser02,1954,1,ML1,NL,5,2,40,4,1,0,2,298,77,31,11,34,68,0.21,2.81,,2,1,1,392,13,34,,, +jollyda01,1954,1,ML1,NL,11,6,47,1,0,0,10,334,87,30,6,64,62,0.21,2.43,,2,2,0,479,31,36,,, +jonesgo01,1954,1,SLN,NL,4,4,11,10,4,2,0,243,78,18,3,19,48,0.24,2,,1,1,0,338,0,25,,, +judsoho01,1954,1,CIN,NL,5,7,37,8,0,0,3,280,86,41,9,42,27,0.25,3.95,,2,3,0,397,10,47,,, +keegabo01,1954,1,CHA,AL,16,9,31,27,14,2,2,629,211,72,16,82,61,0.26,3.09,,1,1,1,894,2,84,,, +kellnal01,1954,1,PHA,AL,6,17,27,27,8,1,0,521,204,104,16,88,69,0.3,5.39,,4,6,0,793,0,118,,, +kemmeru01,1954,1,BOS,AL,5,3,19,9,2,1,0,226,71,32,4,41,37,0.25,3.82,,1,2,2,328,3,35,,, +keriagu01,1954,1,WS1,AL,2,3,22,3,2,0,0,179,59,25,4,30,33,0.26,3.77,,1,0,0,263,8,29,,, +kielyle01,1954,1,BOS,AL,5,8,28,19,4,1,0,393,153,51,12,58,59,0.29,3.5,,0,1,1,589,0,74,,, +kindeel01,1954,1,BOS,AL,8,8,48,2,0,0,15,321,106,43,7,36,67,0.26,3.62,,1,0,0,457,34,47,,, +kingne01,1954,1,PIT,NL,0,0,4,0,0,0,0,21,10,4,0,1,3,0.4,5.14,,0,0,0,31,3,5,,, +kippeth01,1954,1,PHI,NL,0,0,11,0,0,0,1,41,22,12,0,12,5,0.37,7.9,,0,1,0,72,7,13,,, +klippjo01,1954,1,CHN,NL,4,11,36,21,4,0,1,444,155,87,13,96,69,0.27,5.29,,5,4,1,693,9,104,,, +konikal01,1954,1,NY1,NL,0,0,10,0,0,0,0,36,10,10,1,12,6,0.24,7.5,,2,0,0,56,6,10,,, +konstji01,1954,1,PHI,NL,2,3,33,1,0,0,3,151,62,21,7,12,11,0.31,3.75,,1,0,0,215,19,27,,, +konstji01,1954,2,NYA,AL,1,1,9,0,0,0,2,55,11,2,0,6,3,0.18,0.98,,0,0,0,70,6,2,,, +kosloda01,1954,1,BAL,AL,0,1,3,1,0,0,0,43,20,5,1,3,3,0.33,3.14,,0,0,0,63,1,7,,, +kosloda01,1954,2,ML1,NL,1,1,12,0,0,0,1,52,13,6,0,9,7,0.22,3.12,,1,0,0,71,3,6,,, +kretllo01,1954,1,BAL,AL,6,11,32,20,5,0,0,500,169,81,12,82,82,0.26,4.37,,2,1,0,730,2,83,,, +kuzavbo01,1954,1,NYA,AL,1,3,20,3,0,0,1,119,46,24,3,18,22,0.29,5.45,,1,0,0,176,6,30,,, +kuzavbo01,1954,2,BAL,AL,1,3,4,4,0,0,0,71,30,11,0,11,15,0.32,4.18,,1,0,0,107,0,11,,, +labincl01,1954,1,BRO,NL,7,6,47,2,0,0,5,325,101,50,7,56,43,0.24,4.15,,4,1,0,480,19,60,,, +laneje01,1954,1,CIN,NL,1,0,3,0,0,0,0,32,9,2,0,3,2,0.23,1.69,,0,0,0,41,1,2,,, +lapalpa01,1954,1,PIT,NL,4,10,33,15,2,0,0,362,147,74,15,54,57,0.3,5.52,,8,0,1,552,7,79,,, +larsedo01,1954,1,BAL,AL,3,21,29,28,12,1,0,605,213,98,18,89,80,0.27,4.37,,2,1,0,892,1,106,,, +laryal01,1954,1,CHN,NL,0,0,1,1,0,0,0,18,3,2,0,7,4,0.15,3,,0,0,0,27,0,2,,, +laryfr01,1954,1,DET,AL,0,0,3,0,0,0,0,11,4,1,0,3,5,0.28,2.45,,0,0,0,17,1,1,,, +lasorto01,1954,1,BRO,NL,0,0,4,0,0,0,0,27,8,5,2,5,5,0.24,5,,0,0,0,39,1,5,,, +lawrebr01,1954,1,SLN,NL,15,6,35,18,8,0,1,476,141,66,17,72,72,0.24,3.74,,3,8,0,673,10,71,,, +lawve01,1954,1,PIT,NL,9,13,39,18,7,0,3,485,201,99,20,56,57,0.31,5.51,,6,3,0,728,17,109,,, +lemonbo01,1954,1,CLE,AL,23,7,36,33,21,2,0,775,228,78,12,92,110,0.23,2.72,,6,4,1,1077,1,95,,, +liddldo01,1954,1,NY1,NL,9,4,28,19,4,3,0,380,100,43,5,55,44,0.22,3.06,,2,3,0,521,4,48,,, +lintro01,1954,1,SLN,NL,2,3,30,4,1,1,0,211,75,38,9,30,36,0.27,4.86,,5,0,0,313,5,46,,, +littldi01,1954,1,BAL,AL,0,0,3,0,0,0,0,18,8,7,0,6,5,0.33,10.5,,0,1,0,31,1,7,,, +littldi01,1954,2,PIT,NL,10,11,23,21,7,1,0,465,140,62,10,85,92,0.23,3.6,,2,2,0,686,1,78,,, +loesbi01,1954,1,BRO,NL,13,5,28,21,6,0,0,443,154,68,14,60,97,0.26,4.14,,4,1,0,646,3,73,,, +lopated01,1954,1,NYA,AL,12,4,26,23,7,0,0,510,189,67,14,33,54,0.28,3.55,,0,6,0,714,0,74,,, +lowntu01,1954,1,CHN,NL,0,2,15,0,0,0,0,66,23,15,1,15,16,0.26,6.14,,5,0,0,106,6,18,,, +luname01,1954,1,SLN,NL,0,1,1,1,0,0,0,2,2,2,0,2,0,0.66,27,,0,0,0,6,0,2,,, +maglisa01,1954,1,NY1,NL,14,6,34,32,9,1,2,655,222,79,21,70,117,0.26,3.26,,4,3,1,931,2,83,,, +marlodi01,1954,1,DET,AL,5,4,38,2,0,0,2,252,76,39,11,40,39,0.24,4.18,,1,0,0,363,20,45,,, +marreco01,1954,1,WS1,AL,3,6,22,8,1,0,0,199,74,35,12,22,26,0.28,4.75,,1,0,1,287,8,37,,, +martimo01,1954,1,PHA,AL,2,4,13,6,2,0,0,158,57,32,9,19,24,0.27,5.47,,0,2,0,232,3,32,,, +martimo01,1954,2,CHA,AL,5,4,35,2,1,0,5,210,52,16,5,24,31,0.21,2.06,,1,1,0,280,17,18,,, +mccalwi01,1954,1,NY1,NL,2,5,33,4,0,0,2,183,50,22,5,29,38,0.21,3.25,,1,3,0,264,9,26,,, +mcdermi03,1954,1,WS1,AL,7,15,30,26,11,1,1,589,172,75,8,110,95,0.23,3.44,,4,3,0,851,4,95,,, +mcdonji04,1954,1,NYA,AL,4,1,16,10,3,1,0,213,54,25,3,45,20,0.21,3.17,,0,1,0,302,3,28,,, +meyerru01,1954,1,BRO,NL,11,6,36,28,6,2,0,541,193,80,17,49,70,0.27,3.99,,2,2,0,767,4,89,,, +millebi04,1954,1,NYA,AL,0,1,2,1,0,0,0,17,9,4,0,1,6,0.37,6.35,,0,0,0,26,0,4,,, +millebo02,1954,1,PHI,NL,7,9,30,16,5,0,0,450,176,76,14,39,42,0.3,4.56,,3,3,0,649,7,84,,, +millebo03,1954,1,DET,AL,1,1,32,1,0,0,1,209,62,19,1,26,27,0.24,2.45,,1,0,0,287,22,25,,, +millest01,1954,1,SLN,NL,2,3,19,4,0,0,2,140,55,30,5,29,22,0.3,5.79,,1,3,0,219,8,36,,, +millibo01,1954,1,BRO,NL,5,2,24,3,0,0,2,188,58,28,12,18,25,0.24,4.02,,1,2,0,261,6,31,,, +minnepa01,1954,1,CHN,NL,11,11,32,29,12,0,1,654,236,96,19,50,79,0.28,3.96,,1,1,0,913,3,107,,, +monzara01,1954,1,NY1,NL,0,0,6,1,0,0,0,23,8,4,0,11,5,0.27,4.7,,0,0,0,41,1,5,,, +morgato01,1954,1,NYA,AL,11,5,32,17,7,4,1,429,149,53,8,40,34,0.27,3.34,,2,5,0,602,4,58,,, +mossido01,1954,1,CLE,AL,6,1,40,5,2,0,7,279,56,20,5,39,55,0.17,1.94,,0,1,0,368,18,22,,, +mroziro01,1954,1,PHI,NL,1,1,15,4,1,0,0,144,49,24,10,25,26,0.26,4.5,,1,0,0,214,6,26,,, +narlera01,1954,1,CLE,AL,3,3,42,2,1,0,13,267,59,22,8,44,52,0.18,2.22,,2,2,1,362,19,25,,, +newcodo01,1954,1,BRO,NL,9,8,29,25,6,0,0,433,158,73,24,49,82,0.27,4.55,,0,5,0,640,2,81,,, +newhoha01,1954,1,CLE,AL,7,2,26,1,0,0,7,140,34,13,3,18,25,0.2,2.51,,0,0,0,187,15,16,,, +nichoch02,1954,1,ML1,NL,9,11,35,20,5,1,1,367,132,60,5,65,55,0.28,4.41,,1,4,0,545,5,68,,, +nixonwi01,1954,1,BOS,AL,11,12,31,30,8,2,0,599,182,90,16,87,102,0.24,4.06,,2,9,0,850,1,102,,, +nuxhajo01,1954,1,CIN,NL,12,5,35,14,5,1,0,500,188,72,11,59,85,0.29,3.89,,4,6,0,727,10,77,,, +odellbi01,1954,1,BAL,AL,1,1,7,2,1,0,0,49,15,5,0,5,6,0.24,2.76,,0,0,0,67,4,7,,, +odonnge01,1954,1,PIT,NL,3,9,21,10,3,0,1,262,105,44,4,21,8,0.31,4.53,,2,2,0,373,6,50,,, +osterbi01,1954,1,PHA,AL,0,1,8,1,0,0,0,47,19,11,2,12,5,0.31,6.32,,1,0,0,75,4,15,,, +pagejo01,1954,1,PIT,NL,0,0,7,0,0,0,0,29,16,12,4,7,4,0.36,11.17,,0,1,0,54,4,17,,, +paineph01,1954,1,ML1,NL,1,0,11,0,0,0,0,42,14,6,1,12,11,0.29,3.86,,0,1,0,64,5,9,,, +palicer01,1954,1,BRO,NL,3,3,25,3,0,0,0,203,77,40,9,31,25,0.28,5.32,,3,1,0,311,9,45,,, +parneme01,1954,1,BOS,AL,3,7,19,15,4,1,0,277,104,38,7,35,38,0.28,3.7,,5,1,0,409,2,45,,, +pascuca02,1954,1,WS1,AL,4,7,48,4,1,0,3,358,126,56,7,61,60,0.27,4.22,,4,6,3,539,27,65,,, +pearcji01,1954,1,CIN,NL,1,0,2,1,1,0,0,33,7,0,0,5,3,0.19,0,,0,1,0,43,0,1,,, +pensopa01,1954,1,PHI,NL,1,1,5,3,0,0,0,48,14,8,1,14,3,0.23,4.5,,2,0,0,76,1,11,,, +peppela01,1954,1,PIT,NL,1,5,14,8,0,0,0,152,63,45,4,43,17,0.31,7.99,,4,0,1,254,4,53,,, +perkoha01,1954,1,CIN,NL,2,8,28,12,3,1,0,287,100,65,16,62,32,0.27,6.11,,3,1,0,433,4,71,,, +piconma01,1954,1,NY1,NL,0,0,5,0,0,0,0,41,13,8,1,11,6,0.28,5.27,,0,0,0,60,2,8,,, +piconma01,1954,2,CIN,NL,0,1,4,1,0,0,0,31,9,7,3,7,1,0.24,6.1,,1,0,0,45,2,7,,, +piercbi02,1954,1,CHA,AL,9,10,36,26,12,4,3,566,179,73,15,86,148,0.24,3.48,,3,3,1,818,4,86,,, +pilledu01,1954,1,BAL,AL,10,14,25,25,11,1,0,537,158,62,9,67,66,0.23,3.12,,3,1,0,758,0,79,,, +podbibu01,1954,1,CIN,NL,7,10,27,24,4,0,0,393,157,78,20,58,42,0.3,5.36,,1,2,0,596,0,92,,, +podrejo01,1954,1,BRO,NL,11,7,29,21,6,2,0,455,147,72,13,53,79,0.25,4.27,,3,1,0,641,4,77,,, +poholto01,1954,1,SLN,NL,5,7,25,13,4,0,0,318,101,36,11,20,55,0.25,3.06,,0,4,1,434,9,43,,, +polleho01,1954,1,CHN,NL,8,10,20,20,4,2,0,385,131,51,4,54,58,0.26,3.58,,1,0,0,562,0,60,,, +portebo01,1954,1,WS1,AL,13,15,32,31,21,2,0,732,249,90,14,77,82,0.26,3.32,,1,3,0,1034,1,104,,, +portoar01,1954,1,PHA,AL,9,18,34,33,16,1,0,744,233,112,25,114,132,0.24,4.06,,9,5,0,1086,0,124,,, +preskjo01,1954,1,SLN,NL,4,9,37,6,1,1,0,215,97,55,14,41,36,0.32,6.91,,3,5,0,346,10,56,,, +purkebo01,1954,1,PIT,NL,3,8,36,11,0,0,0,394,145,74,3,62,38,0.29,5.07,,1,7,1,581,7,78,,, +pyechjo01,1954,1,CHN,NL,0,1,1,0,0,0,0,8,4,3,1,2,2,0.33,10.13,,0,0,0,14,1,3,,, +raethha01,1954,1,PHA,AL,0,0,1,0,0,0,0,6,1,1,0,4,0,0.2,4.5,,0,0,1,9,1,1,,, +raffeke01,1954,1,CIN,NL,0,2,6,1,0,0,0,31,15,9,2,3,5,0.33,7.84,,0,0,0,50,2,10,,, +raschvi01,1954,1,SLN,NL,8,9,30,29,6,2,0,537,182,94,24,71,73,0.26,4.73,,5,0,0,764,0,99,,, +reynoal01,1954,1,NYA,AL,13,4,36,18,5,4,7,472,133,58,13,66,100,0.23,3.32,,6,3,0,653,14,65,,, +ridzist01,1954,1,PHI,NL,4,5,35,6,0,0,0,242,72,37,7,44,45,0.23,4.13,,2,0,1,359,15,42,,, +roberro01,1954,1,PHI,NL,23,15,45,38,29,4,4,1010,289,111,35,56,185,0.23,2.97,,2,5,0,1331,6,116,,, +roepr01,1954,1,BRO,NL,3,4,15,10,1,0,0,189,69,35,11,23,31,0.27,5,,0,0,0,275,1,40,,, +rombedu01,1954,1,PHA,AL,1,1,10,0,0,0,0,47,28,20,3,12,6,0.4,11.49,,0,0,0,83,2,20,,, +rosscl01,1954,1,CIN,NL,0,0,4,0,0,0,1,8,0,0,0,0,1,0,0,,0,0,0,8,3,0,,, +rozekdi01,1954,1,PHA,AL,0,0,2,0,0,0,0,4,0,1,0,3,0,0,6.75,,1,1,0,9,0,1,,, +rushbo01,1954,1,CHN,NL,13,15,33,32,11,0,0,709,213,99,12,103,124,0.24,3.77,,8,5,0,1007,0,102,,, +sainjo01,1954,1,NYA,AL,6,6,45,0,0,0,22,231,66,27,11,15,33,0.22,3.16,,0,0,1,310,39,27,,, +santijo01,1954,1,CLE,AL,0,0,1,0,0,0,0,5,0,0,0,2,1,0,0,,0,0,0,8,0,1,,, +savramo01,1954,1,CIN,NL,0,2,16,0,0,0,0,72,23,13,6,8,7,0.24,4.88,,0,2,0,105,9,13,,, +schalar01,1954,1,NYA,AL,0,1,6,1,1,0,0,52,20,8,3,11,9,0.28,4.15,,0,1,0,83,4,10,,, +scheica01,1954,1,PHA,AL,0,1,1,1,0,0,0,6,5,5,0,1,1,0.5,22.5,,0,1,0,12,0,5,,, +scheica01,1954,2,SLN,NL,0,1,3,1,0,0,0,14,6,6,3,5,5,0.3,11.57,,1,0,0,25,1,6,,, +schmijo01,1954,1,WS1,AL,11,8,29,23,12,2,1,556,176,60,6,64,56,0.25,2.91,,3,3,1,772,5,66,,, +shantbo01,1954,1,PHA,AL,1,0,2,1,0,0,0,24,12,7,2,3,3,0.36,7.88,,0,1,0,38,0,7,,, +sheasp01,1954,1,WS1,AL,2,9,23,11,1,0,0,214,97,49,9,34,22,0.34,6.18,,3,2,0,334,9,54,,, +simaal01,1954,1,CHA,AL,0,1,5,1,0,0,1,21,11,4,1,2,1,0.39,5.14,,0,0,0,33,2,5,,, +simaal01,1954,2,PHA,AL,2,5,29,7,1,0,2,238,101,46,9,32,36,0.3,5.22,,2,0,0,362,11,51,,, +simmocu01,1954,1,PHI,NL,14,15,34,33,21,3,1,759,226,79,14,98,125,0.23,2.81,,2,5,0,1074,1,101,,, +smithfr06,1954,1,CIN,NL,5,8,50,0,0,0,20,243,60,24,15,29,51,0.21,2.67,,0,3,0,328,43,29,,, +spahnwa01,1954,1,ML1,NL,21,12,39,34,23,1,3,850,262,99,24,86,136,0.24,3.14,,3,1,1,1175,3,107,,, +spencge01,1954,1,NY1,NL,1,0,6,0,0,0,0,37,9,5,1,8,4,0.2,3.65,,0,0,0,52,1,5,,, +spoonka01,1954,1,BRO,NL,2,0,2,2,2,2,0,54,7,0,0,6,27,0.11,0,,0,0,0,68,0,0,,, +stalege01,1954,1,SLN,NL,7,13,48,20,3,1,2,467,198,91,21,47,50,0.3,5.26,,2,6,0,711,15,107,,, +stewabu02,1954,1,WS1,AL,0,2,29,2,0,0,1,152,67,43,3,27,27,0.32,7.64,,2,4,0,251,8,52,,, +stobbch01,1954,1,WS1,AL,11,11,31,24,10,3,0,546,189,83,6,67,67,0.27,4.1,,1,1,1,789,4,87,,, +stonede01,1954,1,WS1,AL,12,10,31,23,10,2,0,536,161,64,7,69,87,0.24,3.22,,5,1,1,752,6,76,,, +strahdi01,1954,1,CHA,AL,0,0,9,0,0,0,1,43,16,9,0,8,8,0.27,5.65,,0,0,0,68,7,10,,, +stuarma01,1954,1,BAL,AL,1,2,22,0,0,0,2,115,46,19,2,15,13,0.3,4.46,,1,2,0,177,19,23,,, +stuarma01,1954,2,NYA,AL,3,0,10,0,0,0,1,55,28,11,0,12,2,0.35,5.4,,0,0,0,95,3,12,,, +sullifr01,1954,1,BOS,AL,15,12,36,26,11,3,1,619,185,72,18,66,124,0.24,3.14,,1,6,2,857,6,81,,, +surkoma01,1954,1,PIT,NL,9,18,33,29,11,0,0,625,216,102,25,78,78,0.26,4.41,,4,4,0,916,2,124,,, +thiesja01,1954,1,PIT,NL,3,9,33,18,3,1,0,391,120,56,13,49,57,0.24,3.87,,2,3,0,559,7,70,,, +tomandi01,1954,1,CLE,AL,0,0,1,0,0,0,0,5,1,1,1,1,0,0.16,5.4,,0,0,0,7,0,1,,, +tremebi01,1954,1,CHN,NL,1,2,33,0,0,0,4,154,45,24,3,28,21,0.24,4.21,,2,0,0,220,22,27,,, +tricebo01,1954,1,PHA,AL,7,8,19,18,8,1,0,357,146,74,14,48,22,0.3,5.6,,1,0,1,540,1,86,,, +truckvi01,1954,1,CHA,AL,19,12,40,33,16,5,3,794,224,82,13,95,152,0.22,2.79,,4,1,0,1090,7,87,,, +turlebo01,1954,1,BAL,AL,14,15,35,35,14,0,0,742,178,95,7,181,185,0.2,3.46,,5,7,1,1092,0,106,,, +uptonbi01,1954,1,PHA,AL,0,0,2,0,0,0,1,15,6,1,1,1,2,0.3,1.8,,2,0,0,22,2,1,,, +valenco01,1954,1,CIN,NL,12,11,36,28,7,3,1,583,211,96,24,60,73,0.28,4.45,,1,4,1,824,4,98,,, +valenvi01,1954,1,CHA,AL,0,0,1,0,0,0,0,3,4,6,1,2,1,0.57,54,,0,0,0,9,1,6,,, +vanbroz01,1954,1,PHA,AL,0,2,9,2,0,0,0,80,35,21,3,18,10,0.34,7.09,,2,1,1,124,2,23,,, +wadebe01,1954,1,BRO,NL,1,1,23,0,0,0,3,135,62,41,9,21,25,0.33,8.2,,1,0,0,214,10,46,,, +wadebe01,1954,2,SLN,NL,0,0,13,0,0,0,0,69,27,14,3,15,19,0.3,5.48,,0,2,0,109,4,15,,, +wehmehe01,1954,1,CIN,NL,0,3,12,3,0,0,2,101,36,25,6,21,13,0.27,6.68,,1,1,0,157,3,29,,, +wehmehe01,1954,2,PHI,NL,10,8,25,17,10,2,0,414,117,59,10,51,49,0.23,3.85,,5,1,0,573,3,61,,, +weikdi01,1954,1,DET,AL,0,1,9,1,0,0,0,49,23,13,3,16,9,0.35,7.16,,1,1,0,85,5,14,,, +werlebi01,1954,1,BOS,AL,0,1,14,0,0,0,0,74,41,12,5,10,14,0.37,4.38,,0,2,0,125,8,13,,, +wheatle01,1954,1,PHA,AL,0,2,8,1,0,0,0,85,38,18,1,9,7,0.3,5.72,,0,1,1,137,5,18,,, +whiteha01,1954,1,SLN,NL,0,0,4,0,0,0,0,15,11,11,2,4,2,0.44,19.8,,0,1,0,30,1,11,,, +wieslbo01,1954,1,NYA,AL,3,2,6,5,0,0,0,91,28,14,0,30,25,0.25,4.15,,0,0,2,138,1,15,,, +wilheho01,1954,1,NY1,NL,12,4,57,0,0,0,7,334,77,26,5,52,64,0.19,2.1,,2,5,1,456,30,32,,, +williji02,1954,1,CHN,NL,0,1,14,1,0,0,0,69,22,10,1,18,5,0.25,3.91,,1,3,0,109,4,10,,, +wilsoji02,1954,1,ML1,NL,8,2,27,19,6,4,0,383,129,50,12,36,52,0.26,3.52,,1,5,0,534,3,55,,, +wojeype01,1954,1,BRO,NL,1,1,14,1,0,0,1,83,24,10,3,14,21,0.24,3.25,,0,2,0,119,9,13,,, +worthal01,1954,1,NY1,NL,0,2,10,1,0,0,0,54,21,7,0,15,8,0.33,3.5,,0,0,0,82,3,7,,, +wrighme01,1954,1,SLN,NL,0,0,9,0,0,0,0,31,16,12,2,11,4,0.34,10.45,,0,2,0,59,2,15,,, +wynnea01,1954,1,CLE,AL,23,11,40,36,20,3,2,812,225,82,21,83,155,0.22,2.73,,2,0,0,1102,4,93,,, +yochile01,1954,1,PIT,NL,0,1,10,1,0,0,0,59,30,16,2,8,7,0.36,7.32,,5,0,0,95,5,17,,, +zickbo01,1954,1,CHN,NL,0,0,8,0,0,0,0,49,23,15,1,7,9,0.34,8.27,,0,0,0,75,5,15,,, +zuverge01,1954,1,CIN,NL,0,0,2,0,0,0,0,18,10,6,1,1,2,0.38,9,,1,0,0,28,1,6,,, +zuverge01,1954,2,DET,AL,9,13,35,25,9,2,4,609,201,81,22,62,70,0.25,3.59,,1,8,0,869,7,93,,, +aberal01,1955,1,DET,AL,6,3,39,1,0,0,3,240,86,30,9,28,37,0.27,3.38,1,1,0,0,346,22,32,,, +abernte02,1955,1,WS1,AL,5,9,40,14,3,2,0,358,136,79,9,67,79,0.29,5.96,1,2,7,0,553,12,87,,, +aguirha01,1955,1,CLE,AL,2,0,4,1,1,1,0,38,6,2,0,12,6,0.14,1.42,0,1,0,0,54,1,3,,, +alexabo01,1955,1,BAL,AL,1,0,4,0,0,0,0,12,8,6,0,2,1,0.44,13.5,0,1,1,0,22,2,6,,, +amorvi01,1955,1,CHN,NL,0,1,4,0,0,0,0,18,11,3,0,3,3,0.4,4.5,1,1,0,1,31,3,3,,, +andrejo01,1955,1,CHN,NL,0,1,22,3,0,0,1,135,45,29,7,28,19,0.25,5.8,4,1,1,0,207,5,34,,, +antonjo02,1955,1,NY1,NL,14,16,38,34,14,2,1,706,206,87,24,82,143,0.23,3.33,5,3,11,0,986,1,105,,, +arroylu01,1955,1,SLN,NL,11,8,35,24,9,1,0,477,162,74,22,63,68,0.26,4.19,6,6,2,0,691,6,80,,, +baczefr01,1955,1,CIN,NL,0,0,1,0,0,0,0,3,2,2,2,0,0,0.4,18,0,0,0,0,5,0,2,,, +baumafr01,1955,1,BOS,AL,2,1,7,5,0,0,0,102,38,22,2,17,27,0.28,5.82,0,2,1,0,156,2,28,,, +bellbi01,1955,1,PIT,NL,0,0,1,0,0,0,0,3,0,0,0,1,0,0,0,0,0,0,0,4,1,0,,, +bessedo01,1955,1,BRO,NL,8,1,24,2,1,0,3,190,51,19,7,21,29,0.22,2.7,2,1,0,0,255,8,19,,, +birreba01,1955,1,DET,AL,4,3,36,3,1,0,3,241,77,37,9,29,28,0.24,4.15,4,0,0,0,343,15,39,,, +bishoch01,1955,1,KC1,AL,1,0,4,0,0,0,0,20,6,4,1,8,4,0.26,5.4,2,0,3,0,36,2,7,,, +blackbu01,1955,1,DET,AL,1,1,3,2,1,1,0,42,12,2,0,8,7,0.23,1.29,0,1,2,0,63,0,5,,, +blackew01,1955,1,KC1,AL,0,1,2,0,0,0,0,12,3,3,1,5,2,0.25,6.75,0,0,1,0,18,2,3,,, +blackjo02,1955,1,BRO,NL,1,0,6,0,0,0,0,46,15,5,1,5,9,0.27,2.93,1,0,0,1,62,2,5,,, +blackjo02,1955,2,CIN,NL,5,2,32,11,1,0,3,307,106,48,13,25,54,0.26,4.22,3,0,0,1,439,13,58,,, +bowmaro01,1955,1,PIT,NL,0,3,7,2,0,0,0,50,25,16,2,10,8,0.34,8.64,2,4,1,0,85,1,18,,, +boyercl01,1955,1,KC1,AL,5,5,30,11,2,0,0,295,107,68,21,69,32,0.28,6.22,3,3,7,0,466,12,81,,, +breweto01,1955,1,BOS,AL,11,10,31,28,9,2,0,578,198,90,21,87,91,0.26,4.2,3,7,8,0,856,1,101,,, +brododi01,1955,1,BOS,AL,1,0,16,0,0,0,0,96,36,20,5,25,10,0.29,5.63,2,1,1,1,153,6,25,,, +brownha01,1955,1,BOS,AL,1,0,2,0,0,0,0,12,2,1,0,2,2,0.14,2.25,0,0,0,0,16,1,1,,, +brownha01,1955,2,BAL,AL,0,4,15,5,1,0,0,171,51,26,5,26,26,0.24,4.11,1,3,0,0,246,3,30,,, +buhlbo01,1955,1,ML1,NL,13,11,38,27,11,1,1,605,168,72,13,109,117,0.22,3.21,5,2,1,0,866,6,85,,, +bunniji01,1955,1,DET,AL,3,5,15,8,0,0,1,153,59,36,8,32,37,0.29,6.35,2,1,3,0,241,3,38,,, +burdele01,1955,1,ML1,NL,13,8,42,33,11,2,0,690,253,103,25,73,70,0.28,4.03,9,3,6,1,1001,4,114,,, +burnspe01,1955,1,NY1,NL,1,0,2,2,1,0,0,38,10,4,1,9,2,0.2,2.84,0,0,0,0,58,0,9,,, +burtsmo01,1955,1,KC1,AL,2,0,7,0,0,0,0,34,17,13,0,10,9,0.35,10.32,1,0,1,0,60,0,13,,, +byrdha01,1955,1,BAL,AL,3,2,14,8,1,1,1,196,64,33,7,28,25,0.26,4.55,1,0,7,0,287,3,33,,, +byrdha01,1955,2,CHA,AL,4,6,25,12,1,1,1,273,85,47,10,30,44,0.25,4.65,4,1,2,0,380,6,49,,, +byrneto01,1955,1,NYA,AL,16,5,27,22,9,3,2,480,137,56,12,87,76,0.23,3.15,3,3,7,0,689,4,69,,, +ceccaar01,1955,1,KC1,AL,4,7,31,16,3,1,0,371,123,73,20,71,68,0.25,5.31,2,4,0,1,557,6,81,,, +chakabo01,1955,1,CHA,AL,0,0,7,0,0,0,0,37,11,2,2,6,6,0.25,1.46,1,0,0,0,50,4,2,,, +chakabo01,1955,2,WS1,AL,2,3,29,0,0,0,0,164,55,32,4,25,28,0.26,5.27,3,2,1,1,242,11,38,,, +churcbu01,1955,1,CHN,NL,0,0,2,0,0,0,1,10,4,2,1,1,3,0.28,5.4,0,0,0,0,15,1,2,,, +clarkwe01,1955,1,WS1,AL,0,0,7,2,0,0,0,64,17,11,2,14,9,0.22,4.64,0,0,0,0,93,5,11,,, +cohenhy01,1955,1,CHN,NL,0,0,7,1,0,0,0,51,28,15,2,10,4,0.37,7.94,0,0,1,0,86,0,17,,, +coleda01,1955,1,PHI,NL,0,3,7,3,0,0,0,55,21,13,3,14,6,0.3,6.38,0,1,0,0,88,4,15,,, +colemjo04,1955,1,BAL,AL,0,1,6,2,0,0,0,35,19,14,5,10,4,0.37,10.8,0,0,1,1,66,2,15,,, +colemjo04,1955,2,DET,AL,2,1,17,0,0,0,3,76,22,9,1,14,5,0.23,3.2,0,1,1,0,109,13,9,,, +colemri01,1955,1,NYA,AL,2,1,10,6,0,0,1,87,40,17,2,16,15,0.33,5.28,0,0,1,0,139,1,19,,, +colluja01,1955,1,CIN,NL,9,8,32,17,5,0,1,402,128,54,17,37,49,0.25,3.63,4,0,2,0,546,8,65,,, +conlege01,1955,1,ML1,NL,11,7,22,21,10,0,0,474,152,73,23,52,107,0.25,4.16,9,2,1,0,669,1,81,,, +consusa01,1955,1,CHA,AL,6,5,44,7,3,0,7,379,120,37,4,18,35,0.25,2.64,7,2,2,0,501,21,42,,, +corwial01,1955,1,NY1,NL,0,1,13,0,0,0,0,74,25,11,3,17,13,0.26,4.01,2,0,0,0,116,4,11,,, +coxgl01,1955,1,KC1,AL,0,2,2,2,0,0,0,7,11,8,0,1,2,0.61,30.86,0,0,0,0,19,0,8,,, +craddwa01,1955,1,KC1,AL,0,2,4,2,0,0,0,45,18,13,3,10,9,0.3,7.8,0,0,0,0,73,0,14,,, +craigro01,1955,1,BRO,NL,5,3,21,10,3,0,2,272,81,28,8,43,48,0.23,2.78,6,3,1,0,388,4,37,,, +cristle01,1955,1,DET,AL,0,1,20,1,0,0,0,110,37,13,1,14,9,0.26,3.19,2,0,0,0,159,1,15,,, +cronera01,1955,1,ML1,NL,10,9,33,15,6,1,0,421,117,54,11,42,76,0.22,3.46,7,2,0,0,568,9,63,,, +curribi01,1955,1,WS1,AL,0,0,3,0,0,0,0,13,7,6,3,2,2,0.35,12.46,0,1,1,0,24,1,7,,, +daleybu01,1955,1,CLE,AL,0,1,2,1,0,0,0,21,10,5,1,1,2,0.33,6.43,0,0,0,0,32,0,5,,, +davisji01,1955,1,CHN,NL,7,11,42,16,0,0,3,401,122,66,16,58,62,0.24,4.44,5,7,2,0,568,17,79,,, +delocik01,1955,1,BOS,AL,9,7,29,18,6,0,3,431,136,60,16,61,88,0.24,3.76,2,4,4,0,622,5,67,,, +dicksmu01,1955,1,PHI,NL,12,11,36,28,12,4,0,648,190,84,27,82,92,0.23,3.5,8,2,4,0,905,2,98,,, +ditmaar01,1955,1,KC1,AL,12,12,35,22,7,1,1,526,180,98,23,86,79,0.27,5.03,5,7,7,1,773,8,109,,, +dixonso01,1955,1,KC1,AL,0,0,2,0,0,0,0,5,6,3,1,0,0,0.54,16.2,0,0,0,0,11,1,3,,, +donosli01,1955,1,PIT,NL,4,6,25,9,3,0,1,285,106,56,16,35,38,0.28,5.31,3,1,1,0,418,10,58,,, +donovdi01,1955,1,CHA,AL,15,9,29,24,11,5,0,561,186,69,17,48,88,0.26,3.32,5,0,3,1,774,3,77,,, +dorisha01,1955,1,CHA,AL,2,0,13,0,0,0,1,51,16,3,0,9,6,0.25,1.59,1,1,0,0,73,5,4,,, +dorisha01,1955,2,BAL,AL,3,3,35,1,0,0,6,197,58,23,4,28,22,0.23,3.15,2,1,1,0,280,18,25,,, +edelmjo01,1955,1,ML1,NL,0,0,5,0,0,0,0,17,7,7,0,8,3,0.3,11.12,0,0,0,0,31,2,7,,, +erskica01,1955,1,BRO,NL,11,8,31,29,7,2,1,584,185,82,29,64,84,0.25,3.79,3,4,0,0,808,1,89,,, +facero01,1955,1,PIT,NL,5,7,42,10,4,0,5,377,128,50,10,40,84,0.26,3.58,4,3,0,0,524,21,58,,, +fellebo01,1955,1,CLE,AL,4,4,25,11,2,1,0,249,71,32,7,31,25,0.23,3.47,2,0,1,0,340,4,43,,, +ferrado01,1955,1,BAL,AL,0,0,6,0,0,0,0,27,8,3,0,11,5,0.27,3,0,0,0,0,43,3,3,,, +fishema01,1955,1,CIN,NL,0,0,1,0,0,0,0,8,5,2,1,2,1,0.38,6.75,0,0,0,0,15,0,2,,, +fletcva01,1955,1,DET,AL,0,0,9,0,0,0,0,36,13,4,1,2,4,0.26,3,1,0,0,0,54,6,10,,, +flowebe01,1955,1,DET,AL,0,0,4,0,0,0,0,18,5,4,1,2,2,0.23,6,0,0,0,0,24,1,4,,, +flowebe01,1955,2,SLN,NL,1,0,4,4,0,0,0,82,27,11,1,12,19,0.25,3.62,0,0,0,0,120,0,12,,, +fordwh01,1955,1,NYA,AL,18,7,39,33,18,5,2,761,188,74,20,113,137,0.2,2.63,7,7,1,1,1027,4,83,,, +fornimi01,1955,1,CHA,AL,6,3,26,9,2,0,2,259,84,37,12,29,23,0.25,3.86,3,2,2,0,365,11,37,,, +fowlear01,1955,1,CIN,NL,11,10,46,28,8,3,2,623,198,90,20,63,94,0.25,3.9,3,6,1,0,867,9,96,,, +foytapa01,1955,1,DET,AL,0,1,22,1,0,0,0,149,48,29,4,36,38,0.25,5.26,3,4,0,0,227,7,29,,, +freemhe01,1955,1,BOS,AL,0,0,2,0,0,0,0,5,1,0,0,1,1,0.2,0,1,0,0,0,6,0,0,,, +freemhe01,1955,2,CIN,NL,7,4,52,0,0,0,11,275,94,22,3,30,37,0.27,2.16,6,2,2,1,386,27,31,,, +fricama01,1955,1,KC1,AL,0,0,10,0,0,0,0,60,19,7,2,9,5,0.25,3.15,0,2,0,0,84,5,9,,, +frienbo01,1955,1,PIT,NL,14,9,44,20,9,2,2,601,178,63,18,52,98,0.24,2.83,4,0,2,0,813,11,80,,, +froatbi01,1955,1,DET,AL,0,0,1,0,0,0,0,6,0,0,0,2,0,0,0,0,0,0,0,7,1,0,,, +garcimi01,1955,1,CLE,AL,11,13,38,31,6,2,3,632,230,94,17,56,120,0.27,4.02,6,2,3,0,894,7,101,,, +garvene01,1955,1,DET,AL,12,16,33,32,16,1,0,692,251,102,21,67,83,0.27,3.98,10,6,5,1,992,1,115,,, +getteal01,1955,1,SLN,NL,1,0,8,0,0,0,0,51,26,17,6,10,7,0.36,9,0,3,0,0,86,4,18,,, +gielpa01,1955,1,NY1,NL,4,4,34,2,0,0,0,247,70,31,8,50,47,0.23,3.39,5,0,2,0,361,16,36,,, +gomezru01,1955,1,NY1,NL,9,10,33,31,9,3,1,556,207,94,20,63,79,0.28,4.56,6,2,7,0,809,1,103,,, +gonzavi01,1955,1,WS1,AL,0,0,1,0,0,0,0,6,6,6,0,3,1,0.5,27,0,0,0,0,15,1,6,,, +gorinch01,1955,1,ML1,NL,0,0,2,0,0,0,0,1,1,2,0,3,0,0.5,54,0,0,0,0,5,0,2,,, +gormato02,1955,1,KC1,AL,7,6,57,0,0,0,18,327,98,43,11,36,46,0.24,3.55,5,2,4,0,451,35,48,,, +grayjo01,1955,1,KC1,AL,0,3,8,5,0,0,0,80,28,19,2,24,11,0.27,6.41,0,0,1,0,129,1,23,,, +grayte01,1955,1,CHA,AL,0,0,2,1,0,0,0,9,9,6,0,2,1,0.5,18,0,1,0,0,20,0,6,,, +grayte01,1955,2,CLE,AL,0,0,2,0,0,0,0,6,5,4,1,2,1,0.45,18,0,0,0,0,13,0,4,,, +grayte01,1955,3,NYA,AL,0,0,1,1,0,0,0,9,3,1,0,0,1,0.3,3,0,0,0,0,11,0,1,,, +grayte01,1955,4,BAL,AL,1,2,9,1,0,0,0,46,21,14,3,11,8,0.34,8.22,1,1,0,0,77,5,19,,, +greenbo01,1955,1,PHI,NL,0,0,1,0,0,0,0,7,7,4,1,0,0,0.5,15.43,0,0,0,0,14,0,4,,, +grimbo01,1955,1,NYA,AL,7,5,26,11,1,1,4,277,81,43,9,42,63,0.23,4.19,2,2,3,0,396,6,49,,, +grissma01,1955,1,NY1,NL,5,4,55,0,0,0,8,268,76,29,6,41,49,0.23,2.92,5,1,6,0,383,32,35,,, +gromest01,1955,1,DET,AL,13,10,28,25,8,2,0,543,183,80,26,37,73,0.26,3.98,5,1,9,1,760,1,89,,, +grossdo01,1955,1,CIN,NL,4,5,17,11,2,1,0,202,79,31,11,16,33,0.29,4.14,0,0,1,0,287,6,33,,, +grunwal01,1955,1,PIT,NL,0,0,3,0,0,0,0,23,7,4,1,7,2,0.24,4.7,0,0,0,0,36,1,4,,, +hackewa02,1955,1,CHN,NL,11,15,35,30,13,0,3,639,202,101,38,43,80,0.24,4.27,7,3,2,0,885,4,112,,, +haddiha01,1955,1,SLN,NL,12,16,37,30,9,2,1,624,216,103,27,62,150,0.26,4.46,7,2,5,1,888,3,111,,, +halldi01,1955,1,PIT,NL,6,6,15,13,4,0,1,283,92,41,8,28,46,0.25,3.91,4,0,2,0,401,2,43,,, +harribi02,1955,1,KC1,AL,3,3,34,1,0,0,2,230,69,35,6,41,26,0.24,4.11,4,1,2,0,336,18,41,,, +harribo02,1955,1,BAL,AL,0,0,1,0,0,0,0,6,3,2,0,4,0,0.5,9,0,0,0,0,11,0,2,,, +harshja01,1955,1,CHA,AL,11,7,32,23,9,0,0,538,144,67,16,97,116,0.22,3.36,3,4,4,0,761,2,74,,, +hearnji01,1955,1,NY1,NL,14,16,39,33,11,1,0,680,225,94,27,66,86,0.26,3.73,7,3,3,0,952,3,107,,, +henrybi01,1955,1,BOS,AL,2,4,17,7,0,0,0,179,56,22,7,21,23,0.24,3.32,2,1,0,0,254,2,28,,, +herbera01,1955,1,KC1,AL,1,8,23,11,2,0,0,263,99,61,10,40,30,0.29,6.26,9,4,1,0,396,4,65,,, +hillmda01,1955,1,CHN,NL,0,0,25,3,0,0,0,173,63,34,10,25,23,0.28,5.31,0,1,1,0,259,9,36,,, +hoeftbi01,1955,1,DET,AL,16,7,32,29,17,7,0,660,187,73,17,75,133,0.22,2.99,1,0,3,0,906,0,75,,, +hoopebo01,1955,1,CIN,NL,0,2,8,0,0,0,0,39,20,11,2,6,6,0.35,7.62,0,0,0,0,65,1,12,,, +houttar01,1955,1,CLE,AL,10,6,35,12,3,1,0,373,126,55,15,44,53,0.26,3.98,1,0,2,0,529,12,63,,, +howeldi01,1955,1,CHA,AL,8,3,35,0,0,0,9,221,70,24,1,25,25,0.25,2.93,5,3,0,1,314,25,27,,, +hugheji02,1955,1,BRO,NL,0,2,24,0,0,0,6,128,41,20,10,19,20,0.25,4.22,1,3,0,0,182,15,22,,, +hurdto01,1955,1,BOS,AL,8,6,43,0,0,0,5,242,72,27,7,38,48,0.24,3.01,10,3,1,0,344,26,32,,, +hydedi01,1955,1,WS1,AL,0,0,3,0,0,0,0,6,2,1,0,1,1,0.28,4.5,1,0,0,0,9,1,1,,, +jacksla01,1955,1,SLN,NL,9,14,37,25,4,1,2,532,189,85,25,72,88,0.27,4.31,11,2,9,0,775,10,93,,, +jacobto01,1955,1,SLN,NL,0,0,1,0,0,0,0,6,6,4,1,1,1,0.5,18,0,0,0,0,13,0,4,,, +jayjo01,1955,1,ML1,NL,0,0,12,1,0,0,0,57,23,10,2,13,3,0.32,4.74,2,1,0,0,86,7,11,,, +jeffcha01,1955,1,CHN,NL,8,6,50,1,0,0,6,302,107,33,5,53,32,0.27,2.95,12,2,4,0,453,26,46,,, +johnsco01,1955,1,CHA,AL,7,4,17,16,5,2,0,297,95,38,5,52,72,0.25,3.45,0,0,1,0,436,0,40,,, +johnsdo03,1955,1,BAL,AL,2,4,31,5,0,0,1,204,89,44,4,35,27,0.33,5.82,2,3,0,0,315,12,46,,, +johnser02,1955,1,ML1,NL,5,7,40,2,0,0,4,276,81,35,5,55,43,0.24,3.42,8,3,2,0,404,18,38,,, +jollyda01,1955,1,ML1,NL,2,3,36,0,0,0,1,175,58,37,6,51,23,0.25,5.71,7,4,1,0,283,13,42,,, +jonesgo01,1955,1,SLN,NL,1,4,15,9,0,0,0,171,66,37,10,28,46,0.28,5.84,5,0,1,0,262,1,38,,, +jonessa02,1955,1,CHN,NL,14,20,36,34,12,4,0,725,175,110,22,185,198,0.2,4.1,5,5,14,0,1070,1,118,,, +kaisedo01,1955,1,CHN,NL,0,0,11,0,0,0,0,55,20,11,2,5,11,0.27,5.4,0,1,1,0,79,6,11,,, +keegabo01,1955,1,CHA,AL,2,5,18,11,1,0,0,176,83,38,4,28,29,0.33,5.83,1,0,1,0,283,1,39,,, +kellnal01,1955,1,KC1,AL,11,8,30,24,6,3,0,488,164,76,18,60,75,0.26,4.2,2,3,5,0,704,3,81,,, +kemmeru01,1955,1,BOS,AL,1,1,7,2,0,0,0,52,18,14,3,15,13,0.26,7.27,1,2,0,0,82,2,14,,, +keriagu01,1955,1,KC1,AL,0,1,5,1,0,0,0,35,15,16,4,7,8,0.33,12.34,0,1,0,0,54,2,16,,, +kielyle01,1955,1,BOS,AL,3,3,33,4,0,0,6,270,91,28,5,37,36,0.26,2.8,5,1,0,1,384,13,31,,, +kindeel01,1955,1,BOS,AL,5,5,43,0,0,0,18,200,57,21,5,15,31,0.22,2.84,4,1,1,0,275,38,22,,, +kingne01,1955,1,PIT,NL,1,3,17,4,0,0,0,163,60,18,2,14,21,0.28,2.98,3,0,2,0,232,7,24,,, +kippeth01,1955,1,PHI,NL,0,1,24,0,0,0,0,119,47,22,4,22,15,0.3,4.99,4,2,1,0,182,10,23,,, +klinebo02,1955,1,WS1,AL,0,0,1,0,0,0,0,3,4,3,1,1,0,0.66,27,0,0,0,0,8,1,3,,, +klinero01,1955,1,PIT,NL,6,13,36,19,2,1,2,410,161,63,13,53,48,0.29,4.15,5,2,5,2,611,12,78,,, +klippjo01,1955,1,CIN,NL,9,10,39,14,3,2,0,414,120,52,13,60,68,0.23,3.39,5,6,4,0,588,14,66,,, +konstji01,1955,1,NYA,AL,7,2,45,0,0,0,11,221,68,19,5,24,19,0.24,2.32,2,0,0,0,308,30,28,,, +kosloda01,1955,1,ML1,NL,0,1,1,0,0,0,0,0,1,1,1,0,0,1,,0,0,0,0,1,1,1,,, +koufasa01,1955,1,BRO,NL,2,2,12,5,2,2,0,125,33,14,2,28,30,0.21,3.02,1,2,1,1,183,4,15,,, +kretllo01,1955,1,BAL,AL,0,4,15,5,0,0,0,115,50,35,3,27,26,0.31,8.22,0,4,1,0,192,5,39,,, +kucksjo01,1955,1,NYA,AL,8,7,29,13,3,1,0,380,122,48,8,44,49,0.25,3.41,6,3,2,0,537,5,54,,, +kumemi01,1955,1,KC1,AL,0,2,6,4,0,0,0,71,35,21,1,15,7,0.35,7.99,0,5,3,0,121,0,23,,, +kuzavbo01,1955,1,BAL,AL,0,1,6,1,0,0,0,37,10,5,0,4,5,0.22,3.65,1,1,0,0,51,3,7,,, +kuzavbo01,1955,2,PHI,NL,1,0,17,4,0,0,0,97,47,26,5,12,13,0.33,7.24,1,0,0,0,154,7,26,,, +labincl01,1955,1,BRO,NL,13,5,60,8,1,0,11,433,121,52,12,55,67,0.22,3.24,4,5,0,0,592,32,61,,, +laneje01,1955,1,CIN,NL,0,2,8,0,0,0,1,33,11,6,2,6,5,0.28,4.91,2,0,0,0,47,6,6,,, +lapalpa01,1955,1,SLN,NL,4,3,56,0,0,0,3,275,76,28,10,34,39,0.22,2.75,9,1,1,1,378,18,36,,, +larsedo01,1955,1,NYA,AL,9,2,19,13,5,1,2,291,81,33,8,51,44,0.22,3.06,3,1,2,0,412,5,38,,, +laryfr01,1955,1,DET,AL,14,15,36,31,16,2,1,705,232,81,10,89,98,0.26,3.1,3,7,6,0,997,5,100,,, +lasorto01,1955,1,BRO,NL,0,0,4,1,0,0,0,12,5,6,1,6,4,0.31,13.5,0,4,1,0,24,1,6,,, +lawrebr01,1955,1,SLN,NL,3,8,46,10,2,1,1,288,102,70,11,58,52,0.27,6.56,7,2,7,1,442,7,73,,, +lawve01,1955,1,PIT,NL,10,10,43,24,8,1,1,602,221,85,19,61,82,0.28,3.81,7,5,1,0,865,13,98,,, +lemonbo01,1955,1,CLE,AL,18,10,35,31,5,0,2,634,218,91,17,74,100,0.26,3.88,3,8,5,0,909,3,103,,, +liddldo01,1955,1,NY1,NL,10,4,33,13,4,0,1,319,97,50,18,61,56,0.24,4.23,7,0,4,0,467,9,54,,, +littldi01,1955,1,PIT,NL,5,12,35,17,4,1,0,390,148,74,15,68,70,0.29,5.12,8,5,2,1,598,5,91,,, +lockech01,1955,1,BAL,AL,0,0,2,0,0,0,0,9,0,0,0,1,1,0,0,0,0,0,0,11,1,0,,, +loesbi01,1955,1,BRO,NL,10,4,22,19,6,0,0,384,116,51,16,46,85,0.24,3.59,1,1,2,0,539,0,59,,, +lopated01,1955,1,NYA,AL,4,8,16,12,3,1,0,260,101,36,12,16,24,0.29,3.74,3,0,1,0,364,2,45,,, +lopated01,1955,2,BAL,AL,3,4,10,7,1,0,0,147,57,23,8,9,10,0.29,4.22,2,1,3,0,210,2,24,,, +lovenly01,1955,1,PHI,NL,0,1,14,0,0,0,0,54,17,9,1,10,14,0.25,4.5,0,1,2,0,82,3,9,,, +maasdu01,1955,1,DET,AL,5,6,18,16,5,2,0,260,91,47,7,50,42,0.27,4.88,3,2,2,0,393,1,52,,, +mackijo01,1955,1,SLN,NL,0,1,8,1,0,0,0,62,24,18,3,10,8,0.29,7.84,2,1,1,0,98,2,18,,, +maglisa01,1955,1,NY1,NL,9,5,23,21,6,0,0,389,142,54,18,48,71,0.27,3.75,2,0,3,1,572,2,67,,, +maglisa01,1955,2,CLE,AL,0,2,10,2,0,0,2,77,26,11,0,7,11,0.25,3.86,0,0,1,0,112,4,14,,, +marlodi01,1955,1,DET,AL,1,0,4,1,1,0,1,45,12,3,1,4,9,0.21,1.8,1,1,0,0,59,3,4,,, +martimo01,1955,1,CHA,AL,2,3,37,0,0,0,2,156,50,21,4,20,22,0.25,3.63,2,0,2,0,223,11,27,,, +martipa02,1955,1,PIT,NL,0,1,7,1,0,0,0,21,13,11,0,17,3,0.46,14.14,0,1,1,1,49,3,12,,, +mccalwi01,1955,1,NY1,NL,6,5,42,6,4,0,3,285,86,39,8,37,50,0.24,3.69,6,2,6,0,400,9,45,,, +mcdanli01,1955,1,SLN,NL,0,0,4,2,0,0,0,57,22,10,4,7,7,0.29,4.74,1,0,0,0,84,2,10,,, +mcdermi03,1955,1,WS1,AL,10,10,31,20,8,1,1,468,140,65,9,100,78,0.24,3.75,2,4,9,0,700,7,75,,, +mcdonji04,1955,1,BAL,AL,3,5,21,8,0,0,0,155,76,41,5,30,20,0.34,7.14,1,1,0,0,253,6,48,,, +meyerja01,1955,1,PHI,NL,6,11,50,5,0,0,16,331,75,42,14,66,97,0.19,3.43,6,6,3,0,470,36,50,,, +meyerru01,1955,1,BRO,NL,6,2,18,11,2,1,0,219,86,44,8,31,26,0.3,5.42,6,3,0,0,327,1,46,,, +millebi04,1955,1,BAL,AL,0,1,5,1,0,0,0,12,3,6,0,10,4,0.2,13.5,1,0,0,0,25,0,6,,, +millebo02,1955,1,PHI,NL,8,4,40,0,0,0,1,269,80,24,6,28,28,0.24,2.41,6,1,1,0,371,13,26,,, +millebo03,1955,1,DET,AL,2,1,7,3,1,0,0,76,26,7,4,12,11,0.26,2.49,1,1,0,0,112,2,12,,, +minarru01,1955,1,CIN,NL,5,9,41,12,3,1,1,347,116,63,17,51,45,0.26,4.9,7,4,3,0,506,11,73,,, +minnepa01,1955,1,CHN,NL,9,9,22,22,7,1,0,473,173,61,15,47,53,0.28,3.48,10,2,1,0,675,0,67,,, +moforhe01,1955,1,SLN,NL,1,1,14,1,0,0,2,72,29,21,5,15,8,0.29,7.88,3,3,1,0,116,4,23,,, +monzara01,1955,1,NY1,NL,4,8,28,12,3,0,0,284,98,42,11,43,54,0.27,3.99,5,2,3,0,410,11,47,,, +moorera02,1955,1,BAL,AL,10,10,46,14,3,1,6,455,128,66,14,80,80,0.22,3.92,1,3,4,0,658,18,75,,, +morgato01,1955,1,NYA,AL,7,3,40,1,0,0,10,216,72,26,3,24,17,0.26,3.25,4,0,5,0,307,24,29,,, +mossido01,1955,1,CLE,AL,4,3,57,1,0,0,9,245,81,22,4,18,69,0.25,2.42,2,2,1,0,347,27,28,,, +mroziro01,1955,1,PHI,NL,0,2,22,1,0,0,1,103,38,25,2,19,18,0.29,6.55,2,1,4,0,156,11,26,,, +narlera01,1955,1,CLE,AL,9,1,60,1,1,0,19,335,91,46,11,52,94,0.22,3.71,3,3,0,0,471,36,47,,, +negraro01,1955,1,PHI,NL,4,3,19,10,2,0,0,215,71,28,13,21,30,0.25,3.52,2,3,0,0,301,3,31,,, +newcodo01,1955,1,BRO,NL,20,5,34,31,17,1,0,701,222,83,35,38,143,0.24,3.2,1,0,1,0,943,1,103,,, +newhoha01,1955,1,CLE,AL,0,0,2,0,0,0,0,7,1,0,0,4,1,0.12,0,1,1,0,0,12,0,0,,, +nichoch02,1955,1,ML1,NL,9,8,34,21,6,0,1,432,139,64,20,67,44,0.25,4,6,3,1,2,625,5,79,,, +nixonwi01,1955,1,BOS,AL,12,10,31,31,7,3,0,624,207,94,10,85,95,0.25,4.07,2,4,3,0,903,0,102,,, +nuxhajo01,1955,1,CIN,NL,17,12,50,33,14,5,3,771,240,99,25,78,98,0.24,3.47,6,5,5,0,1061,8,108,,, +owensji01,1955,1,PHI,NL,0,2,3,2,0,0,0,26,13,8,2,7,6,0.38,8.31,0,0,0,0,43,0,8,,, +paineph01,1955,1,ML1,NL,2,0,15,0,0,0,0,76,20,7,2,14,26,0.22,2.49,3,1,0,0,109,7,8,,, +palicer01,1955,1,BAL,AL,5,11,33,25,5,1,0,509,165,78,10,83,68,0.26,4.14,4,5,2,0,741,5,91,,, +papaial01,1955,1,CHA,AL,0,0,7,0,0,0,0,35,10,5,1,8,5,0.24,3.86,2,0,0,0,52,4,5,,, +parneme01,1955,1,BOS,AL,2,3,13,9,0,0,1,138,62,40,12,25,18,0.31,7.83,1,0,1,0,227,2,44,,, +pascuca02,1955,1,WS1,AL,2,12,43,16,1,0,3,387,158,88,5,70,82,0.31,6.14,6,2,6,1,605,12,94,,, +pearcji01,1955,1,CIN,NL,0,1,2,1,0,0,0,10,8,4,0,0,0,0.47,10.8,0,0,0,0,18,0,5,,, +peppela01,1955,1,PIT,NL,0,1,14,1,0,0,0,60,30,23,5,25,7,0.37,10.35,0,2,2,0,111,6,24,,, +perkoha01,1955,1,CHN,NL,3,4,25,4,0,0,2,143,53,28,3,25,28,0.28,5.29,4,1,0,0,215,14,32,,, +piercbi02,1955,1,CHA,AL,15,10,33,26,16,6,1,617,162,45,16,64,157,0.21,1.97,5,4,3,1,836,5,50,,, +pilledu01,1955,1,BAL,AL,0,3,7,5,0,0,0,62,31,15,0,14,13,0.34,6.53,1,1,0,0,105,1,16,,, +podbibu01,1955,1,CIN,NL,1,2,17,2,0,0,0,126,36,15,4,11,26,0.23,3.21,0,2,1,0,171,5,16,,, +podrejo01,1955,1,BRO,NL,9,10,27,24,5,2,0,478,160,70,15,57,114,0.25,3.95,2,5,4,0,684,0,80,,, +poholto01,1955,1,SLN,NL,9,11,30,24,8,2,0,453,143,64,26,35,66,0.24,3.81,4,4,2,0,626,5,71,,, +polleho01,1955,1,CHN,NL,4,3,24,7,1,1,5,183,62,38,11,27,27,0.26,5.61,3,2,0,0,267,7,41,,, +portebo01,1955,1,WS1,AL,10,17,30,27,8,2,0,534,197,88,14,54,74,0.28,4.45,5,0,2,0,770,2,103,,, +portoar01,1955,1,KC1,AL,5,9,24,20,4,1,0,334,109,59,12,67,34,0.25,4.77,4,0,4,1,506,1,66,,, +purkebo01,1955,1,PIT,NL,2,7,14,10,2,0,1,203,77,40,5,25,24,0.28,5.32,1,1,2,0,298,3,47,,, +ramospe01,1955,1,WS1,AL,5,11,45,9,3,1,5,390,121,56,13,39,34,0.25,3.88,3,2,11,1,548,22,62,,, +raschvi01,1955,1,SLN,NL,0,1,1,1,0,0,0,5,5,4,0,1,1,0.55,21.6,1,0,0,0,11,0,4,,, +raschvi01,1955,2,KC1,AL,4,6,20,18,1,0,0,304,132,61,10,35,38,0.31,5.42,4,2,1,0,466,0,66,,, +ridzist01,1955,1,PHI,NL,0,1,3,1,0,0,0,33,7,3,1,8,6,0.17,2.45,0,1,3,0,51,0,9,,, +ridzist01,1955,2,CIN,NL,0,3,13,2,0,0,0,90,35,15,4,14,6,0.29,4.5,1,2,1,0,134,3,16,,, +roberro01,1955,1,PHI,NL,23,14,41,38,26,1,3,915,292,111,41,53,160,0.24,3.28,3,3,2,0,1256,3,137,,, +robinhu01,1955,1,ML1,NL,3,1,13,2,1,0,2,114,31,13,1,25,19,0.23,3.08,2,1,4,0,164,6,13,,, +roebued01,1955,1,BRO,NL,5,6,47,0,0,0,12,252,96,44,14,24,33,0.28,4.71,5,3,3,0,368,27,51,,, +rogovsa01,1955,1,BAL,AL,1,8,14,12,1,0,0,213,79,36,5,27,35,0.28,4.56,1,2,2,0,311,1,42,,, +rogovsa01,1955,2,PHI,NL,5,3,12,11,5,2,0,219,60,25,3,17,27,0.23,3.08,2,2,0,0,282,0,25,,, +rushbo01,1955,1,CHN,NL,13,11,33,33,14,3,0,702,204,91,19,73,130,0.23,3.5,4,4,2,0,959,0,95,,, +sainjo01,1955,1,NYA,AL,0,0,3,0,0,0,0,16,6,4,4,1,5,0.3,6.75,0,0,0,0,22,1,4,,, +sainjo01,1955,2,KC1,AL,2,5,25,0,0,0,1,134,54,27,10,10,12,0.29,5.44,4,0,0,0,197,13,28,,, +santijo01,1955,1,CLE,AL,2,0,17,0,0,0,0,98,31,9,1,14,19,0.25,2.48,1,2,5,0,146,6,11,,, +schalar01,1955,1,NYA,AL,0,0,2,0,0,0,0,9,4,2,1,1,2,0.33,6,0,0,0,1,13,1,2,,, +schalar01,1955,2,BAL,AL,3,5,30,6,1,0,0,241,92,37,2,42,33,0.29,4.15,3,1,2,0,364,8,52,,, +schmijo01,1955,1,WS1,AL,7,10,32,21,6,1,1,495,187,68,8,54,49,0.29,3.71,4,2,7,0,723,6,76,,, +schmiwi01,1955,1,SLN,NL,7,6,20,15,8,1,0,389,89,40,7,57,86,0.19,2.78,7,3,3,0,522,3,40,,, +schulba01,1955,1,SLN,NL,1,2,19,0,0,0,4,89,28,26,5,15,19,0.25,7.89,3,0,4,0,133,9,27,,, +schulbo01,1955,1,DET,AL,0,0,1,0,0,0,0,4,2,3,0,2,0,0.33,20.25,0,1,0,0,8,0,3,,, +scorehe01,1955,1,CLE,AL,16,10,33,32,11,2,0,682,158,72,18,154,245,0.19,2.85,1,12,1,0,978,0,85,,, +shantbo01,1955,1,KC1,AL,5,10,23,17,4,1,0,375,124,63,8,66,58,0.26,4.54,11,2,1,0,550,2,70,,, +sheasp01,1955,1,WS1,AL,2,2,27,4,1,1,2,169,53,25,4,27,16,0.25,3.99,0,2,1,0,246,16,31,,, +simmocu01,1955,1,PHI,NL,8,8,25,22,3,0,0,390,148,71,15,50,58,0.29,4.92,2,1,3,0,572,2,76,,, +sleatlo01,1955,1,KC1,AL,1,1,16,1,0,0,0,77,33,22,3,21,11,0.32,7.71,0,0,0,0,127,7,22,,, +smithbo03,1955,1,BOS,AL,0,0,1,0,0,0,0,5,1,0,0,1,1,0.2,0,0,0,0,0,6,0,0,,, +smithfr06,1955,1,SLN,NL,3,1,28,0,0,0,1,117,27,14,3,23,17,0.2,3.23,3,2,5,0,168,14,18,,, +spahnwa01,1955,1,ML1,NL,17,14,39,32,16,1,1,737,249,89,25,65,110,0.26,3.26,4,4,2,0,1025,7,99,,, +spencge01,1955,1,NY1,NL,0,0,1,0,0,0,0,5,1,1,1,3,0,0.16,5.4,0,0,0,0,9,0,1,,, +spicebo01,1955,1,KC1,AL,0,0,2,0,0,0,0,8,9,10,2,4,2,0.52,33.75,0,0,1,0,22,0,10,,, +spoonka01,1955,1,BRO,NL,8,6,29,14,2,1,2,296,79,40,8,41,78,0.21,3.65,1,1,5,0,420,10,50,,, +sprinja01,1955,1,PHI,NL,0,1,2,0,0,0,0,8,2,2,2,1,2,0.2,6.75,0,0,0,0,11,1,2,,, +stalege01,1955,1,CIN,NL,5,8,30,18,2,0,0,359,146,62,22,28,40,0.3,4.66,3,1,3,0,519,3,72,,, +stalege01,1955,2,NYA,AL,0,0,2,0,0,0,0,6,5,3,1,1,0,0.41,13.5,0,0,0,0,13,0,5,,, +stewabu02,1955,1,WS1,AL,0,0,7,1,0,0,0,46,18,7,0,6,10,0.29,4.11,1,0,0,0,69,2,7,,, +stobbch01,1955,1,WS1,AL,4,14,41,16,2,0,3,421,169,78,13,57,60,0.3,5,8,2,1,0,634,13,90,,, +stonede01,1955,1,WS1,AL,6,13,43,24,5,1,1,540,180,83,14,114,84,0.26,4.15,5,9,3,0,814,5,98,,, +sturdto01,1955,1,NYA,AL,1,3,33,1,0,0,0,205,48,24,6,42,48,0.2,3.16,1,1,2,0,285,12,24,,, +sullifr01,1955,1,BOS,AL,18,13,35,35,16,3,0,780,235,84,23,100,129,0.24,2.91,5,1,2,1,1100,0,103,,, +surkoma01,1955,1,PIT,NL,7,14,35,22,5,0,2,499,194,103,23,78,84,0.29,5.57,4,6,3,0,745,7,109,,, +suscege02,1955,1,BOS,AL,9,7,29,15,6,1,1,433,123,49,12,49,60,0.23,3.06,4,1,8,1,599,10,54,,, +swansre01,1955,1,PIT,NL,0,0,1,0,0,0,0,6,2,4,1,3,0,0.28,18,0,0,0,0,10,1,4,,, +templch01,1955,1,BRO,NL,0,1,4,0,0,0,0,14,5,6,2,5,3,0.29,11.57,0,0,1,0,24,2,7,,, +thiesja01,1955,1,PIT,NL,0,1,1,1,0,0,0,11,5,2,0,3,0,0.35,4.91,1,0,1,0,20,0,5,,, +thorpbo02,1955,1,CHN,NL,0,0,2,0,0,0,0,9,4,1,0,0,0,0.33,3,0,0,0,0,12,2,2,,, +tiefebo01,1955,1,SLN,NL,1,4,18,0,0,0,0,98,31,16,6,10,16,0.26,4.41,4,1,4,0,139,6,19,,, +tremebi01,1955,1,CHN,NL,3,0,23,0,0,0,2,116,33,16,2,18,13,0.23,3.72,2,1,0,0,163,12,18,,, +tricebo01,1955,1,KC1,AL,0,0,4,0,0,0,0,30,14,10,4,6,2,0.32,9,0,0,0,0,51,2,13,,, +trimbjo01,1955,1,BOS,AL,0,0,2,0,0,0,0,6,0,0,0,3,1,0,0,0,0,0,0,8,2,0,,, +truckvi01,1955,1,CHA,AL,13,8,32,26,7,3,0,525,176,77,19,61,91,0.26,3.96,5,1,2,0,749,2,78,,, +turlebo01,1955,1,NYA,AL,17,13,36,34,13,6,1,740,168,84,16,177,210,0.19,3.06,4,7,7,0,1075,2,92,,, +valenco01,1955,1,CIN,NL,2,1,10,5,0,0,0,80,29,22,5,16,14,0.27,7.43,2,0,1,1,127,2,23,,, +vanbroz01,1955,1,KC1,AL,0,0,2,0,0,0,0,6,4,4,1,2,1,0.4,18,1,0,0,0,13,1,4,,, +vargaro01,1955,1,ML1,NL,0,0,25,0,0,0,2,74,39,24,4,14,13,0.35,8.76,2,4,1,0,128,7,25,,, +wadebe01,1955,1,PIT,NL,0,1,11,1,0,0,1,84,26,10,3,14,7,0.25,3.21,4,0,1,0,123,7,12,,, +waterfr02,1955,1,PIT,NL,0,0,2,0,0,0,0,15,7,2,1,2,0,0.31,3.6,0,0,0,0,24,2,2,,, +wehmehe01,1955,1,PHI,NL,10,12,31,29,10,1,0,581,176,95,21,67,85,0.24,4.41,7,4,2,0,812,1,101,,, +wheatle01,1955,1,KC1,AL,0,0,3,0,0,0,0,6,8,5,1,3,1,0.53,22.5,2,0,0,0,18,0,7,,, +wieslbo01,1955,1,NYA,AL,0,2,16,7,0,0,0,159,39,23,1,49,22,0.21,3.91,0,2,1,1,236,5,27,,, +wightbi01,1955,1,CLE,AL,0,0,17,0,0,0,1,72,24,7,0,9,9,0.26,2.63,1,1,0,0,102,8,8,,, +wightbi01,1955,2,BAL,AL,6,8,19,14,8,2,2,352,111,32,6,39,54,0.25,2.45,1,5,1,0,496,5,43,,, +wilheho01,1955,1,NY1,NL,4,1,59,0,0,0,0,309,104,45,10,40,71,0.26,3.93,5,6,2,0,449,14,53,,, +wilsobi02,1955,1,KC1,AL,0,0,1,0,0,0,0,3,1,0,0,1,1,0.25,0,0,0,0,0,5,1,0,,, +wilsoji02,1955,1,BAL,AL,12,18,34,31,14,4,0,706,200,90,17,87,96,0.22,3.44,5,7,4,0,991,2,104,,, +wooldfl01,1955,1,SLN,NL,2,4,18,8,2,0,0,173,64,31,9,27,14,0.28,4.84,4,1,1,0,260,3,36,,, +wrighme01,1955,1,SLN,NL,2,2,29,0,0,0,1,109,44,25,4,9,18,0.3,6.19,2,0,1,0,160,15,26,,, +wynnea01,1955,1,CLE,AL,17,11,32,31,16,6,0,690,207,72,19,80,122,0.24,2.82,3,3,3,0,964,1,86,,, +zuverge01,1955,1,DET,AL,0,5,14,1,0,0,0,85,38,22,6,14,13,0.3,6.99,3,0,1,0,141,6,27,,, +zuverge01,1955,2,BAL,AL,4,3,28,5,0,0,4,259,80,21,5,17,31,0.26,2.19,1,2,4,0,333,16,28,,, +aberal01,1956,1,DET,AL,4,4,42,0,0,0,7,189,65,24,1,25,21,0.27,3.43,6,2,2,0,281,28,30,,, +abernte02,1956,1,WS1,AL,1,3,5,4,2,0,0,91,35,14,2,10,18,0.29,4.15,0,0,1,0,132,0,16,,, +ackerto01,1956,1,CIN,NL,4,3,29,7,1,1,1,251,60,22,7,29,54,0.2,2.37,1,0,2,0,338,3,23,,, +aguirha01,1956,1,CLE,AL,3,5,16,9,2,1,1,196,63,27,7,27,31,0.25,3.72,1,3,1,2,282,3,35,,, +antonjo02,1956,1,NY1,NL,20,13,41,36,15,5,1,775,225,82,20,75,145,0.23,2.86,10,6,3,0,1061,5,93,,, +arroylu01,1956,1,PIT,NL,3,3,18,2,1,0,0,86,36,15,5,12,17,0.29,4.71,1,0,0,0,134,4,17,,, +baumafr01,1956,1,BOS,AL,2,1,7,1,0,0,0,74,22,9,3,14,18,0.23,3.28,0,2,0,0,108,3,11,,, +beamoch01,1956,1,BAL,AL,2,0,2,1,1,1,0,39,9,2,0,8,14,0.19,1.38,0,0,0,0,55,1,2,,, +besanfr01,1956,1,BAL,AL,1,0,7,2,0,0,0,53,22,11,0,14,7,0.31,5.6,0,1,2,0,93,1,12,,, +bessedo01,1956,1,BRO,NL,4,3,38,0,0,0,9,238,63,22,5,31,52,0.22,2.5,6,4,0,0,324,21,23,,, +birreba01,1956,1,BAL,AL,0,0,4,0,0,0,0,16,9,4,0,1,1,0.36,6.75,0,0,0,0,26,2,5,,, +blackbu01,1956,1,DET,AL,1,1,5,1,0,0,0,30,10,4,2,5,7,0.25,3.6,0,1,0,0,45,2,4,,, +blackjo02,1956,1,CIN,NL,3,2,32,0,0,0,2,185,61,31,11,25,27,0.25,4.52,3,0,0,0,264,11,31,,, +blaylbo01,1956,1,SLN,NL,1,6,14,6,0,0,0,123,45,29,7,24,39,0.27,6.37,1,0,0,0,189,3,32,,, +bradfbi01,1956,1,KC1,AL,0,0,1,0,0,0,0,6,2,2,2,1,0,0.25,9,0,0,0,0,9,1,2,,, +bradyji01,1956,1,DET,AL,0,0,6,0,0,0,0,19,15,20,3,11,3,0.48,28.42,1,0,0,0,43,3,21,,, +brancra01,1956,1,BRO,NL,0,0,1,0,0,0,0,6,1,0,0,2,2,0.14,0,0,0,0,0,9,1,0,,, +breweto01,1956,1,BOS,AL,19,9,32,32,15,4,0,733,200,95,14,112,127,0.22,3.5,6,5,5,0,1039,0,103,,, +briggjo01,1956,1,CHN,NL,0,0,3,0,0,0,0,16,5,1,1,4,1,0.23,1.69,1,0,3,0,28,1,1,,, +brododi01,1956,1,WS1,AL,0,3,7,3,1,0,0,53,31,18,5,12,8,0.39,9.17,0,0,0,0,94,2,18,,, +brosnji01,1956,1,CHN,NL,5,9,30,10,1,1,1,285,95,40,9,45,51,0.27,3.79,8,2,0,0,411,11,44,,, +brownha01,1956,1,BAL,AL,9,7,35,14,4,1,2,455,142,68,18,37,57,0.24,4.04,3,5,1,1,620,11,72,,, +brunege01,1956,1,KC1,AL,0,0,6,1,0,0,0,27,10,7,1,11,5,0.28,7,0,0,0,0,47,1,8,,, +buhlbo01,1956,1,ML1,NL,18,8,38,33,13,2,0,650,190,80,18,105,86,0.23,3.32,7,3,2,1,924,0,96,,, +bunniji01,1956,1,DET,AL,5,1,15,3,0,0,1,160,55,22,6,28,34,0.25,3.71,4,3,0,0,245,5,24,,, +burdele01,1956,1,ML1,NL,19,10,39,35,16,6,1,769,234,77,22,52,110,0.24,2.7,7,2,3,0,1035,2,92,,, +burnewa01,1956,1,KC1,AL,6,8,18,14,4,1,0,364,115,39,13,39,54,0.25,2.89,3,3,2,1,507,4,48,,, +burtsmo01,1956,1,KC1,AL,3,1,21,0,0,0,0,130,41,19,6,30,18,0.26,3.95,4,2,3,0,195,9,22,,, +byerlbu01,1956,1,WS1,AL,2,4,25,0,0,0,4,155,45,17,6,14,19,0.24,2.96,3,1,2,0,207,17,19,,, +byrdha01,1956,1,CHA,AL,0,1,3,1,0,0,0,13,9,5,0,4,0,0.47,10.38,0,0,0,0,26,0,6,,, +byrneto01,1956,1,NYA,AL,7,3,37,8,1,0,6,329,108,41,9,72,52,0.26,3.36,5,0,2,0,493,18,50,,, +ceccaar01,1956,1,KC1,AL,0,1,3,2,0,0,0,30,13,8,3,4,2,0.31,7.2,1,1,1,0,49,0,13,,, +chakabo01,1956,1,WS1,AL,4,4,43,1,0,0,4,288,94,43,3,57,33,0.26,4.03,7,2,3,0,423,23,53,,, +clevete01,1956,1,WS1,AL,0,0,20,1,0,0,0,95,33,19,4,21,17,0.26,5.4,0,1,0,0,149,7,22,,, +coateji01,1956,1,NYA,AL,0,0,2,0,0,0,0,6,1,3,0,4,0,0.16,13.5,0,1,1,0,12,0,3,,, +colemri01,1956,1,NYA,AL,3,5,29,9,0,0,2,265,97,36,6,42,42,0.28,3.67,1,1,1,0,392,9,42,,, +colluja01,1956,1,SLN,NL,6,2,38,1,0,0,7,180,63,28,6,27,17,0.28,4.2,6,2,2,0,260,20,29,,, +conlege01,1956,1,ML1,NL,8,9,31,19,5,1,3,475,169,55,13,52,68,0.27,3.13,10,3,2,0,681,9,74,,, +constji01,1956,1,NY1,NL,0,0,3,0,0,0,0,13,9,7,0,7,1,0.42,14.54,0,0,1,0,30,1,7,,, +consusa01,1956,1,CHA,AL,1,2,28,1,0,0,3,115,45,22,0,11,7,0.29,5.17,3,0,1,0,168,12,25,,, +consusa01,1956,2,BAL,AL,1,1,4,1,0,0,0,26,10,4,2,2,1,0.29,4.15,0,1,0,0,37,1,4,,, +coxgl01,1956,1,KC1,AL,0,2,3,3,1,0,0,70,15,11,2,22,6,0.2,4.24,0,2,0,0,101,0,11,,, +craddwa01,1956,1,KC1,AL,0,2,2,2,0,0,0,28,9,7,1,10,8,0.26,6.75,0,2,0,0,45,0,7,,, +craigro01,1956,1,BRO,NL,12,11,35,32,8,2,1,597,169,82,25,87,109,0.23,3.71,5,7,4,1,840,2,90,,, +crimija01,1956,1,KC1,AL,4,8,54,7,0,0,3,387,129,79,19,49,59,0.26,5.51,2,2,5,0,556,16,87,,, +cronera01,1956,1,ML1,NL,11,10,35,21,6,0,2,509,173,73,19,44,73,0.26,3.87,3,3,1,1,716,7,92,,, +dahlkje01,1956,1,CHA,AL,0,0,5,0,0,0,0,7,5,5,0,6,1,0.45,19.29,0,0,0,0,18,1,5,,, +daleybu01,1956,1,CLE,AL,1,0,14,0,0,0,0,61,21,14,2,14,13,0.27,6.2,1,1,5,0,101,6,15,,, +darnebo01,1956,1,BRO,NL,0,0,1,0,0,0,0,4,1,0,0,0,0,0.2,0,0,0,0,0,5,1,0,,, +davisji01,1956,1,CHN,NL,5,7,46,11,2,1,2,361,116,49,11,59,66,0.25,3.66,4,3,6,0,525,17,56,,, +delocik01,1956,1,BOS,AL,13,7,48,8,1,0,9,385,122,60,12,80,105,0.25,4.21,3,4,5,0,584,28,65,,, +derriji01,1956,1,CHA,AL,0,1,1,1,0,0,0,18,9,5,2,6,3,0.37,7.5,0,0,0,1,31,0,6,,, +dicksmu01,1956,1,PHI,NL,0,3,3,3,0,0,0,69,20,13,1,12,1,0.24,5.09,1,0,0,0,97,0,15,,, +dicksmu01,1956,2,SLN,NL,13,8,28,27,12,3,0,589,175,67,20,57,109,0.24,3.07,4,7,1,0,799,0,75,,, +ditmaar01,1956,1,KC1,AL,12,22,44,34,14,2,1,763,254,125,30,108,126,0.26,4.42,6,5,7,0,1101,6,141,,, +dixonso01,1956,1,NYA,AL,0,1,3,0,0,0,1,13,5,1,0,5,1,0.29,2.08,1,0,0,0,23,2,3,,, +donosli01,1956,1,PIT,NL,0,0,3,0,0,0,0,5,2,0,0,1,1,0.25,0,0,0,0,0,9,1,0,,, +donovdi01,1956,1,CHA,AL,12,10,34,31,14,3,0,704,212,95,22,59,120,0.24,3.64,6,5,6,1,966,2,99,,, +dorisha01,1956,1,BAL,AL,0,0,13,0,0,0,0,59,22,9,3,3,4,0.29,4.12,0,0,0,0,82,4,10,,, +dorisha01,1956,2,BOS,AL,0,2,15,0,0,0,0,68,23,9,1,10,11,0.27,3.57,1,0,0,0,99,11,10,,, +drabomo01,1956,1,CHN,NL,2,4,9,7,3,0,0,153,37,14,1,39,36,0.2,2.47,3,0,2,0,225,2,19,,, +drysddo01,1956,1,BRO,NL,5,5,25,12,2,0,0,297,95,29,9,31,55,0.25,2.64,3,3,3,0,413,6,35,,, +duserca01,1956,1,KC1,AL,1,1,2,2,0,0,0,18,14,6,0,2,5,0.45,9,0,0,0,0,33,0,6,,, +erskica01,1956,1,BRO,NL,13,11,31,28,8,1,0,559,189,88,25,57,95,0.26,4.25,5,6,1,0,790,2,92,,, +facero01,1956,1,PIT,NL,12,13,68,3,0,0,6,406,131,53,16,42,96,0.25,3.52,15,1,1,0,569,34,57,,, +farretu01,1956,1,PHI,NL,0,1,1,1,0,0,0,13,6,6,0,3,0,0.35,12.46,0,0,1,0,21,0,6,,, +fellebo01,1956,1,CLE,AL,0,4,19,4,2,0,1,174,63,32,7,23,18,0.28,4.97,4,0,0,1,253,5,34,,, +ferrado01,1956,1,BAL,AL,4,10,36,14,3,1,2,306,86,57,8,64,81,0.22,5.03,0,5,3,0,450,9,60,,, +fischbi01,1956,1,CHA,AL,0,0,3,0,0,0,0,5,6,4,0,1,2,0.54,21.6,0,0,0,0,12,1,4,,, +flowebe01,1956,1,SLN,NL,1,1,3,3,0,0,0,35,15,9,1,5,5,0.34,6.94,1,0,0,0,53,0,9,,, +flowebe01,1956,2,PHI,NL,0,2,32,0,0,0,0,123,54,26,9,10,22,0.33,5.71,1,2,1,0,182,17,29,,, +fordwh01,1956,1,NYA,AL,19,6,31,30,18,2,1,677,187,62,13,84,141,0.22,2.47,3,6,4,0,920,1,70,,, +fornimi01,1956,1,CHA,AL,0,1,6,0,0,0,0,47,22,8,1,6,6,0.3,4.6,1,0,0,0,79,0,9,,, +fornimi01,1956,2,BAL,AL,4,7,30,11,1,1,1,333,109,49,7,25,53,0.26,3.97,2,3,0,1,444,9,59,,, +fowlear01,1956,1,CIN,NL,11,11,45,23,8,0,1,533,191,80,15,35,86,0.27,4.05,3,2,0,0,738,9,92,,, +foytapa01,1956,1,DET,AL,15,13,43,33,16,1,1,768,211,102,24,142,184,0.22,3.59,4,8,2,3,1098,5,114,,, +freemhe01,1956,1,CIN,NL,14,5,64,0,0,0,18,326,112,41,2,34,50,0.27,3.4,11,3,1,1,458,47,44,,, +frienbo01,1956,1,PIT,NL,17,17,49,42,19,4,3,943,310,121,25,85,166,0.25,3.46,18,5,2,0,1315,7,137,,, +garbebo01,1956,1,PIT,NL,0,0,2,0,0,0,0,12,3,1,1,3,3,0.2,2.25,1,0,0,0,18,1,1,,, +garcimi01,1956,1,CLE,AL,11,12,35,30,8,4,0,593,213,83,18,74,119,0.27,3.78,5,3,5,0,874,1,93,,, +garvene01,1956,1,DET,AL,0,2,6,3,1,0,0,53,15,8,2,13,6,0.23,4.08,0,0,1,0,80,1,10,,, +gomezru01,1956,1,NY1,NL,7,17,40,31,4,2,0,589,191,100,19,77,76,0.25,4.58,8,1,9,0,841,4,108,,, +gormato02,1956,1,KC1,AL,9,10,52,13,1,0,3,514,168,73,23,68,56,0.25,3.83,7,2,2,1,733,23,83,,, +griggha01,1956,1,WS1,AL,1,6,34,12,1,0,1,296,120,66,14,76,48,0.3,6.02,2,6,1,0,481,6,82,,, +grimbo01,1956,1,NYA,AL,6,1,26,6,1,0,5,224,64,23,3,31,48,0.23,2.77,0,1,2,0,309,11,27,,, +grissma01,1956,1,NY1,NL,1,1,43,2,0,0,7,242,71,14,3,16,49,0.24,1.56,3,2,1,0,323,20,15,,, +grobco01,1956,1,WS1,AL,4,5,37,1,0,0,1,238,121,69,14,26,27,0.35,7.83,1,3,1,1,380,15,79,,, +gromest01,1956,1,DET,AL,8,6,40,13,4,0,4,423,142,67,25,47,64,0.26,4.28,7,0,9,0,611,12,74,,, +grossdo01,1956,1,CIN,NL,3,0,19,7,2,0,0,208,69,15,4,20,47,0.25,1.95,2,1,1,0,295,4,25,,, +hackewa02,1956,1,CHN,NL,3,13,34,24,4,0,0,504,190,87,28,44,65,0.28,4.66,11,1,1,0,726,4,103,,, +haddiha01,1956,1,SLN,NL,1,0,4,4,1,1,0,71,28,14,3,10,16,0.29,5.32,0,1,0,0,106,0,15,,, +haddiha01,1956,2,PHI,NL,12,8,31,26,11,2,2,620,196,80,23,55,154,0.24,3.48,9,3,6,0,870,4,98,,, +halldi01,1956,1,PIT,NL,0,7,19,9,1,0,1,187,64,33,8,21,27,0.27,4.76,3,0,0,0,267,5,36,,, +hamnegr01,1956,1,PHI,NL,0,1,3,1,0,0,0,25,10,4,0,2,4,0.29,4.32,0,0,0,0,36,2,4,,, +harribi02,1956,1,KC1,AL,2,2,23,1,0,0,1,113,40,27,3,26,14,0.27,6.45,1,3,0,1,173,8,27,,, +harribo02,1956,1,BAL,AL,0,0,1,1,0,0,0,5,3,3,0,5,0,0.37,16.2,0,0,0,0,13,0,3,,, +harshja01,1956,1,CHA,AL,15,11,34,30,15,4,0,680,183,78,14,102,143,0.22,3.1,4,7,3,0,950,3,85,,, +hearnji01,1956,1,NY1,NL,5,11,30,19,2,0,1,388,124,57,17,44,66,0.25,3.97,4,0,3,0,553,4,74,,, +heldme01,1956,1,BAL,AL,0,0,4,0,0,0,0,21,7,4,1,3,4,0.31,5.14,1,0,0,0,29,2,4,,, +hernaev01,1956,1,WS1,AL,1,1,4,4,1,0,0,68,24,12,2,8,9,0.27,4.76,0,1,0,0,97,0,12,,, +herritr01,1956,1,KC1,AL,1,13,31,16,1,0,0,309,135,76,16,64,59,0.32,6.64,6,2,6,0,501,7,83,,, +hillmda01,1956,1,CHN,NL,0,2,2,2,0,0,0,37,11,3,0,5,6,0.21,2.19,0,0,0,0,56,0,7,,, +hoeftbi01,1956,1,DET,AL,20,14,38,34,18,4,0,744,276,112,22,104,172,0.28,4.06,12,7,5,0,1094,2,127,,, +hostge01,1956,1,DET,AL,0,0,1,1,0,0,0,14,9,4,2,2,5,0.4,7.71,0,0,0,1,24,0,4,,, +houttar01,1956,1,CLE,AL,2,2,22,4,0,0,1,140,60,34,5,31,19,0.31,6.56,2,1,4,0,234,5,39,,, +howeldi01,1956,1,CHA,AL,5,6,34,1,0,0,4,193,79,33,3,36,28,0.3,4.62,10,4,2,0,298,18,39,,, +hugheji02,1956,1,BRO,NL,0,0,5,0,0,0,0,36,10,7,3,4,8,0.23,5.25,1,0,0,0,48,2,7,,, +hugheji02,1956,2,CHN,NL,1,3,25,1,0,0,0,136,43,26,4,30,20,0.25,5.16,5,1,4,1,206,8,35,,, +hurdto01,1956,1,BOS,AL,3,4,40,0,0,0,5,228,84,45,5,47,34,0.28,5.33,2,5,3,0,352,18,52,,, +jacksla01,1956,1,SLN,NL,2,2,51,1,0,0,9,256,75,39,5,45,50,0.24,4.11,8,4,1,1,366,26,44,,, +jansela01,1956,1,CIN,NL,2,3,8,7,2,0,1,104,39,20,5,9,16,0.28,5.19,1,0,1,0,151,1,20,,, +jeffcha01,1956,1,CIN,NL,8,2,38,16,2,0,2,513,189,73,12,55,55,0.28,3.84,4,7,5,0,744,7,79,,, +johnsco01,1956,1,CHA,AL,0,1,5,2,0,0,0,37,11,5,1,7,6,0.23,3.65,0,1,0,0,56,2,5,,, +johnsco01,1956,2,BAL,AL,9,10,26,25,9,2,0,551,165,70,12,62,130,0.23,3.43,3,3,1,1,766,0,79,,, +johnser02,1956,1,ML1,NL,4,3,36,0,0,0,6,153,54,21,9,21,26,0.27,3.71,2,1,1,0,224,23,21,,, +jollyda01,1956,1,ML1,NL,2,3,29,0,0,0,7,137,39,19,7,35,20,0.22,3.74,4,2,0,0,209,18,21,,, +jonesgo01,1956,1,SLN,NL,0,2,5,1,0,0,0,34,14,7,2,5,6,0.31,5.56,0,0,0,0,53,0,9,,, +jonessa02,1956,1,CHN,NL,9,14,33,28,8,2,0,566,155,82,21,115,176,0.22,3.91,6,2,8,0,832,3,93,,, +kaisedo01,1956,1,CHN,NL,4,9,27,22,5,1,0,451,144,60,15,52,74,0.24,3.59,8,3,1,0,640,2,69,,, +keegabo01,1956,1,CHA,AL,5,7,20,16,4,0,0,316,119,46,15,35,32,0.28,3.93,2,1,2,0,463,1,56,,, +kellnal01,1956,1,KC1,AL,7,4,20,17,5,0,0,275,103,44,15,33,44,0.28,4.32,3,1,2,0,399,3,49,,, +kennebi02,1956,1,CIN,NL,0,0,1,0,0,0,0,6,6,4,1,0,0,0.66,18,0,0,0,0,11,1,4,,, +kielyle01,1956,1,BOS,AL,2,2,23,0,0,0,3,94,47,18,1,14,9,0.36,5.17,5,0,2,0,155,16,25,,, +kindeel01,1956,1,SLN,NL,2,0,22,0,0,0,6,77,23,10,3,9,4,0.24,3.51,3,0,0,0,108,17,11,,, +kindeel01,1956,2,CHA,AL,3,1,29,0,0,0,3,89,33,9,2,8,19,0.27,2.73,0,0,0,0,130,19,10,,, +kingne01,1956,1,PIT,NL,4,1,38,0,0,0,5,180,54,21,8,19,25,0.24,3.15,5,2,1,1,246,21,24,,, +klinero01,1956,1,PIT,NL,14,18,44,39,9,2,2,792,263,99,26,81,125,0.26,3.38,8,10,5,0,1102,2,110,,, +klippjo01,1956,1,CIN,NL,12,11,37,29,11,0,1,633,219,96,26,82,86,0.27,4.09,13,0,10,1,916,3,103,,, +konstji01,1956,1,NYA,AL,0,0,8,0,0,0,2,33,15,6,3,6,6,0.31,4.91,0,0,0,0,53,5,6,,, +konstji01,1956,2,SLN,NL,1,1,27,0,0,0,5,118,46,20,4,6,7,0.3,4.58,1,0,0,0,167,16,20,,, +koufasa01,1956,1,BRO,NL,2,4,16,10,0,0,0,176,66,32,10,29,30,0.28,4.91,0,1,0,2,261,1,37,,, +kretllo01,1956,1,KC1,AL,4,9,25,20,3,0,0,356,121,70,17,74,61,0.26,5.31,4,3,0,0,542,3,75,,, +kucksjo01,1956,1,NYA,AL,18,9,34,31,12,3,0,673,223,96,19,72,67,0.26,3.85,0,3,10,1,947,1,113,,, +labincl01,1956,1,BRO,NL,10,6,62,3,1,0,19,347,111,43,11,39,75,0.25,3.35,8,5,3,0,492,47,48,,, +lapalpa01,1956,1,SLN,NL,0,0,1,0,0,0,0,2,4,6,0,2,0,0.66,81,0,2,0,0,8,0,6,,, +lapalpa01,1956,2,CIN,NL,2,4,11,2,0,0,0,81,26,14,7,4,4,0.25,4.67,0,0,0,0,110,3,14,,, +lapalpa01,1956,3,CHA,AL,3,1,29,0,0,0,2,137,31,12,2,27,23,0.19,2.36,2,2,0,0,193,14,14,,, +larsedo01,1956,1,NYA,AL,11,5,38,20,6,1,1,539,133,65,19,96,107,0.2,3.26,0,3,7,0,759,9,72,,, +laryfr01,1956,1,DET,AL,21,13,41,38,20,3,1,882,289,103,20,116,165,0.25,3.15,4,3,12,1,1269,2,116,,, +lasorto01,1956,1,KC1,AL,0,4,18,5,0,0,1,136,40,31,6,45,28,0.24,6.15,3,7,3,0,220,7,38,,, +lawrebr01,1956,1,CIN,NL,19,10,49,30,11,1,0,656,210,97,26,71,96,0.25,3.99,4,0,2,0,913,12,109,,, +lawve01,1956,1,PIT,NL,8,16,39,32,6,0,2,587,218,94,24,49,60,0.28,4.32,10,8,6,0,851,6,110,,, +lehmake01,1956,1,BRO,NL,2,3,25,4,0,0,0,148,65,31,11,23,29,0.32,5.66,2,1,0,0,231,5,35,,, +lemonbo01,1956,1,CLE,AL,20,14,39,35,21,2,3,766,230,86,23,89,94,0.23,3.03,2,4,6,0,1074,3,103,,, +liddldo01,1956,1,NY1,NL,1,2,11,5,1,0,1,124,45,18,5,14,21,0.27,3.92,3,1,1,0,184,2,22,,, +liddldo01,1956,2,SLN,NL,1,2,14,2,0,0,0,74,36,23,8,18,14,0.35,8.39,5,3,0,0,122,6,25,,, +lipetan01,1956,1,PHI,NL,0,0,6,0,0,0,0,33,7,4,2,3,8,0.17,3.27,0,0,1,0,45,3,5,,, +littldi01,1956,1,PIT,NL,0,0,6,2,0,0,0,38,14,6,2,6,10,0.28,4.26,0,2,0,0,55,0,8,,, +littldi01,1956,2,SLN,NL,0,2,3,2,0,0,0,29,9,8,2,4,5,0.23,7.45,1,0,0,0,43,0,9,,, +littldi01,1956,3,NY1,NL,4,4,31,7,0,0,2,291,78,44,16,39,65,0.23,4.08,5,1,0,0,396,8,45,,, +loesbi01,1956,1,BRO,NL,0,1,1,1,0,0,0,4,5,6,1,1,2,0.55,40.5,0,0,0,0,10,0,6,,, +loesbi01,1956,2,BAL,AL,2,7,21,6,1,0,3,170,65,30,4,23,22,0.29,4.76,1,3,2,0,256,11,33,,, +lowntu01,1956,1,CHN,NL,9,8,61,0,0,0,13,332,95,44,10,78,74,0.24,3.58,12,1,1,0,489,47,49,,, +maasdu01,1956,1,DET,AL,0,7,26,7,0,0,0,190,81,46,9,32,34,0.31,6.54,3,1,6,0,308,10,51,,, +maglisa01,1956,1,CLE,AL,0,0,2,0,0,0,0,15,6,2,1,2,2,0.3,3.6,0,1,0,0,22,0,2,,, +maglisa01,1956,2,BRO,NL,13,5,28,26,9,3,0,573,154,61,21,52,108,0.22,2.87,1,1,5,0,758,0,65,,, +margojo01,1956,1,NY1,NL,6,6,23,13,2,0,0,275,88,40,12,49,49,0.25,3.93,3,2,0,0,405,4,45,,, +marlodi01,1956,1,DET,AL,1,1,7,1,0,0,0,33,12,7,1,9,4,0.27,5.73,0,0,0,0,53,1,8,,, +marlodi01,1956,2,CHA,AL,0,0,1,0,0,0,0,3,2,1,1,1,0,0.5,9,0,0,0,0,5,0,1,,, +martimo01,1956,1,CHA,AL,1,0,10,0,0,0,0,55,21,10,1,7,9,0.29,4.91,0,1,0,0,80,3,10,,, +martimo01,1956,2,BAL,AL,1,1,9,0,0,0,0,15,10,6,1,2,3,0.4,10.8,0,0,1,0,29,2,6,,, +mastewa02,1956,1,DET,AL,1,1,35,0,0,0,0,149,54,23,2,32,28,0.28,4.17,1,0,1,0,231,18,28,,, +mccalwi01,1956,1,NY1,NL,3,4,46,4,0,0,7,232,74,31,7,20,41,0.25,3.61,5,1,1,0,321,20,36,,, +mccormi03,1956,1,NY1,NL,0,1,3,2,0,0,0,20,7,7,1,10,4,0.26,9.45,0,0,0,1,36,1,7,,, +mcdanli01,1956,1,SLN,NL,7,6,39,7,1,0,0,349,121,44,7,42,59,0.27,3.4,7,8,0,0,499,10,60,,, +mcdermi03,1956,1,NYA,AL,2,6,23,9,1,0,0,261,85,41,10,47,38,0.26,4.24,2,2,0,0,384,11,46,,, +mcdonji04,1956,1,CHA,AL,0,2,8,3,0,0,0,56,29,18,2,7,10,0.37,8.68,0,1,1,0,88,0,18,,, +mclisca01,1956,1,CLE,AL,2,4,37,2,0,0,1,185,67,34,5,32,27,0.28,4.96,5,1,0,0,276,17,36,,, +mcmahja02,1956,1,PIT,NL,0,0,11,0,0,0,0,40,18,9,1,9,9,0.34,6.08,0,1,0,0,64,3,9,,, +mcmahja02,1956,2,KC1,AL,0,5,23,9,0,0,0,185,69,33,7,31,13,0.29,4.82,0,1,2,0,279,8,40,,, +meyerja01,1956,1,PHI,NL,7,11,41,7,2,0,2,288,86,47,8,51,66,0.24,4.41,11,2,4,0,418,19,49,,, +meyerru01,1956,1,CHN,NL,1,6,20,9,0,0,0,171,71,40,11,26,28,0.31,6.32,4,0,2,0,264,6,41,,, +meyerru01,1956,2,CIN,NL,0,0,1,0,0,0,0,3,1,0,0,0,1,0.25,0,0,0,0,0,4,1,0,,, +millebo02,1956,1,PHI,NL,3,6,49,6,3,1,5,367,115,44,14,34,53,0.24,3.24,11,3,3,1,514,14,55,,, +millebo03,1956,1,DET,AL,0,2,11,3,0,0,0,95,37,20,5,22,16,0.3,5.68,2,1,0,0,146,1,23,,, +millest01,1956,1,SLN,NL,0,1,3,0,0,0,1,22,12,4,3,5,5,0.38,4.91,0,0,0,0,37,2,6,,, +millest01,1956,2,PHI,NL,5,8,24,15,2,0,0,320,109,53,16,51,55,0.26,4.47,12,3,4,0,478,4,65,,, +minarru01,1956,1,BOS,AL,1,0,3,1,0,0,0,29,9,3,2,8,5,0.25,2.79,0,0,1,0,45,2,4,,, +minnepa01,1956,1,CHN,NL,2,5,10,9,1,0,0,141,60,36,9,19,14,0.32,6.89,2,1,2,0,213,0,38,,, +mizelvi01,1956,1,SLN,NL,14,14,33,33,11,3,0,626,172,84,20,92,153,0.22,3.62,5,4,7,0,881,0,93,,, +moellro01,1956,1,BAL,AL,0,1,4,1,0,0,0,26,10,4,0,3,2,0.28,4.15,0,1,0,0,39,3,5,,, +monzara01,1956,1,NY1,NL,1,0,4,1,1,0,0,39,8,6,4,7,11,0.17,4.15,0,0,0,0,54,0,7,,, +moorera02,1956,1,BAL,AL,12,7,32,27,9,1,0,555,161,86,12,99,105,0.23,4.18,1,2,1,0,792,2,90,,, +morgato01,1956,1,NYA,AL,6,7,41,0,0,0,11,214,74,33,2,27,20,0.28,4.16,4,0,3,0,304,23,41,,, +mossido01,1956,1,CLE,AL,6,5,48,3,0,0,11,263,79,35,6,33,59,0.24,3.59,5,1,1,0,372,24,38,,, +mungere01,1956,1,PIT,NL,3,4,35,13,0,0,2,321,126,48,8,41,45,0.29,4.04,6,3,0,0,475,6,56,,, +murffre01,1956,1,ML1,NL,0,0,14,1,0,0,1,73,25,12,3,7,18,0.27,4.44,0,0,0,0,103,4,14,,, +naranch01,1956,1,PIT,NL,1,2,17,3,0,0,0,103,37,17,7,17,26,0.28,4.46,1,1,1,0,155,7,22,,, +narlera01,1956,1,CLE,AL,3,2,32,0,0,0,4,178,36,10,5,19,42,0.17,1.52,0,0,1,0,234,21,11,,, +negraro01,1956,1,PHI,NL,2,3,39,4,0,0,3,200,72,31,6,24,44,0.28,4.19,9,1,1,1,290,15,36,,, +newcodo01,1956,1,BRO,NL,27,7,38,36,18,5,0,804,219,91,33,46,139,0.22,3.06,8,4,3,0,1052,2,101,,, +nichoch02,1956,1,ML1,NL,0,1,2,0,0,0,0,12,9,3,1,3,2,0.56,6.75,1,0,0,0,20,0,3,,, +nixonwi01,1956,1,BOS,AL,9,8,23,22,9,1,0,436,142,68,9,57,74,0.25,4.21,2,6,8,0,631,0,79,,, +nuxhajo01,1956,1,CIN,NL,13,11,44,32,10,2,3,602,196,83,18,87,120,0.25,3.72,6,3,6,0,865,6,96,,, +obrieed01,1956,1,PIT,NL,0,0,1,0,0,0,0,6,1,0,0,0,0,0.16,0,0,0,1,0,7,1,0,,, +obriejo03,1956,1,PIT,NL,1,0,8,0,0,0,0,57,8,6,2,9,9,0.13,2.84,0,1,2,0,73,4,6,,, +odellbi01,1956,1,BAL,AL,0,0,4,1,0,0,0,24,6,1,0,6,6,0.22,1.13,1,0,0,0,34,2,1,,, +owensji01,1956,1,PHI,NL,0,4,10,5,0,0,0,89,35,24,3,22,22,0.31,7.28,1,0,2,0,141,1,26,,, +paineph01,1956,1,ML1,NL,0,0,1,0,0,0,0,0,3,0,0,0,0,1,,0,0,0,0,3,0,2,,, +palicer01,1956,1,BAL,AL,4,11,29,14,2,0,0,349,117,58,10,50,62,0.26,4.49,3,4,1,0,512,5,64,,, +parneme01,1956,1,BOS,AL,7,6,21,20,6,1,0,394,129,55,13,59,41,0.25,3.77,2,2,0,0,567,0,71,,, +pascuca02,1956,1,WS1,AL,6,18,39,27,6,0,2,566,194,123,33,89,162,0.26,5.87,4,7,6,0,848,9,131,,, +peppela01,1956,1,PIT,NL,1,1,11,7,0,0,0,90,30,10,1,25,12,0.25,3,1,0,0,0,143,2,17,,, +phillta01,1956,1,ML1,NL,5,3,23,6,3,0,2,263,69,22,6,33,36,0.22,2.26,8,0,7,0,357,6,25,,, +piercbi02,1956,1,CHA,AL,20,9,35,33,21,1,1,829,261,102,24,100,192,0.24,3.32,7,6,3,1,1166,2,108,,, +piktuge01,1956,1,CHN,NL,0,0,2,0,0,0,0,15,6,4,1,2,3,0.33,7.2,0,0,0,0,21,1,4,,, +pilledu01,1956,1,PHI,NL,0,0,20,0,0,0,0,70,32,17,2,12,10,0.33,6.56,4,0,0,0,114,6,21,,, +poholto01,1956,1,SLN,NL,9,14,33,29,7,2,0,609,210,81,27,44,95,0.26,3.59,7,6,5,0,847,1,100,,, +polleho01,1956,1,CHA,AL,3,1,11,4,0,0,0,79,27,12,2,11,14,0.25,4.1,0,1,0,0,119,1,15,,, +polleho01,1956,2,PIT,NL,0,4,19,0,0,0,3,70,18,8,3,8,10,0.21,3.09,1,1,0,0,96,8,10,,, +portebo01,1956,1,BOS,AL,3,12,25,18,4,1,0,378,127,72,21,64,53,0.26,5.14,4,2,1,0,557,3,82,,, +portoar01,1956,1,KC1,AL,0,1,3,1,0,0,0,24,9,9,2,7,2,0.3,10.13,0,0,0,0,38,1,9,,, +purkebo01,1956,1,PIT,NL,0,0,2,0,0,0,0,12,2,1,1,0,1,0.14,2.25,0,0,0,0,14,1,1,,, +ramospe01,1956,1,WS1,AL,12,10,37,18,4,0,0,456,178,89,23,76,54,0.29,5.27,0,2,3,2,691,10,95,,, +ridzist01,1956,1,NY1,NL,6,2,41,5,1,1,0,277,80,39,7,65,53,0.24,3.8,5,0,5,0,414,12,42,,, +roberro01,1956,1,PHI,NL,19,18,43,37,22,1,3,892,328,147,46,40,157,0.28,4.45,3,2,2,0,1228,6,155,,, +robinhu01,1956,1,ML1,NL,0,0,1,0,0,0,0,6,1,0,0,2,0,0.16,0,0,0,0,0,9,0,0,,, +roebued01,1956,1,BRO,NL,5,4,43,0,0,0,1,268,83,39,15,29,60,0.25,3.93,2,10,2,0,371,16,49,,, +rogovsa01,1956,1,PHI,NL,7,6,22,18,3,0,0,320,122,59,22,27,48,0.28,4.98,3,2,0,0,464,1,65,,, +rossbo01,1956,1,PHI,NL,0,0,3,0,0,0,0,10,4,3,1,2,4,0.33,8.1,0,1,0,0,16,1,3,,, +rushbo01,1956,1,CHN,NL,13,10,32,32,13,1,0,719,210,85,30,59,104,0.23,3.19,8,6,2,0,977,0,101,,, +sanfoja02,1956,1,PHI,NL,1,0,3,1,0,0,0,39,7,2,0,13,6,0.18,1.38,0,0,1,0,54,1,2,,, +santijo01,1956,1,KC1,AL,1,2,9,5,0,0,0,65,36,20,8,17,9,0.38,8.31,0,1,5,0,117,1,26,,, +scantpa01,1956,1,CIN,NL,0,1,6,2,0,0,0,57,24,14,5,5,10,0.29,6.63,0,2,0,0,87,0,14,,, +schmijo01,1956,1,BOS,AL,0,0,2,0,0,0,0,13,5,0,0,4,0,0.27,0,0,0,0,1,22,1,2,,, +schmijo01,1956,2,BAL,AL,0,3,18,3,0,0,0,115,49,17,3,14,15,0.31,3.99,1,0,1,0,175,8,23,,, +schmiwi01,1956,1,SLN,NL,6,8,33,21,2,0,1,443,131,63,18,78,52,0.24,3.84,7,6,1,0,629,6,69,,, +scorehe01,1956,1,CLE,AL,20,9,35,33,16,5,0,748,162,70,18,129,263,0.18,2.53,2,11,2,0,1022,1,82,,, +shantbo01,1956,1,KC1,AL,2,7,45,2,1,0,9,304,95,49,12,37,67,0.24,4.35,4,1,3,0,425,26,51,,, +simmocu01,1956,1,PHI,NL,15,10,33,27,14,0,0,594,186,74,17,65,88,0.24,3.36,7,1,3,0,834,3,95,,, +sisleda01,1956,1,BOS,AL,9,8,39,14,3,0,3,427,120,73,13,72,93,0.22,4.62,2,1,7,0,619,15,81,,, +sleatlo01,1956,1,ML1,NL,2,2,25,1,0,0,2,137,42,16,6,27,32,0.24,3.15,9,0,0,0,209,11,22,,, +smithfr06,1956,1,CIN,NL,0,0,2,0,0,0,0,9,3,4,2,2,1,0.3,12,0,0,0,0,13,0,4,,, +spahnwa01,1956,1,ML1,NL,20,11,39,35,20,3,3,844,249,87,25,52,128,0.23,2.78,12,7,3,0,1113,3,92,,, +spicebo01,1956,1,KC1,AL,0,0,2,0,0,0,0,7,6,5,1,1,0,0.54,19.29,0,0,1,0,13,0,5,,, +stalege01,1956,1,NYA,AL,0,0,1,0,0,0,0,1,4,4,0,0,1,0.8,108,0,0,0,0,5,0,4,,, +stalege01,1956,2,CHA,AL,8,3,26,10,5,0,0,305,98,33,11,20,25,0.25,2.92,3,1,6,0,420,6,37,,, +stewabu02,1956,1,WS1,AL,5,7,33,9,1,0,2,315,111,65,15,82,36,0.27,5.57,4,2,5,1,501,9,77,,, +stobbch01,1956,1,WS1,AL,15,15,37,33,15,1,1,720,264,96,29,54,97,0.27,3.6,4,5,1,0,1026,2,115,,, +stonede01,1956,1,WS1,AL,5,7,41,21,2,0,3,396,148,92,10,93,86,0.28,6.27,0,5,7,1,636,10,107,,, +sturdto01,1956,1,NYA,AL,16,8,32,17,6,2,5,475,134,58,15,52,110,0.22,3.3,4,2,4,0,656,11,63,,, +sullifr01,1956,1,BOS,AL,14,7,34,33,12,1,0,726,253,92,22,82,116,0.26,3.42,6,4,8,1,1048,1,112,,, +sundigo01,1956,1,BAL,AL,0,0,1,0,0,0,0,0,0,1,0,2,0,0,,0,0,0,0,2,0,1,,, +surkoma01,1956,1,PIT,NL,0,0,1,0,0,0,0,6,2,1,0,3,1,0.33,4.5,0,0,0,0,11,0,1,,, +surkoma01,1956,2,SLN,NL,0,0,5,0,0,0,0,17,10,6,3,2,5,0.41,9.53,0,0,0,0,27,2,6,,, +surkoma01,1956,3,NY1,NL,2,2,8,4,1,0,1,96,24,17,5,9,18,0.2,4.78,1,1,0,0,129,2,17,,, +suscege02,1956,1,BOS,AL,2,4,21,6,0,0,0,209,71,48,14,44,26,0.26,6.2,1,0,4,0,324,7,54,,, +swansre01,1956,1,PIT,NL,0,0,9,0,0,0,0,35,21,13,1,8,5,0.43,10.03,1,1,0,0,63,1,13,,, +templch01,1956,1,BRO,NL,0,1,6,2,0,0,0,49,20,12,2,10,8,0.29,6.61,0,0,0,0,80,2,13,,, +terryra01,1956,1,NYA,AL,1,2,3,3,0,0,0,40,17,14,2,11,8,0.34,9.45,0,0,0,0,62,0,15,,, +tremebi01,1956,1,CHN,NL,0,0,1,0,0,0,0,3,3,1,0,0,0,0.6,9,0,0,0,0,5,0,1,,, +trowbbo01,1956,1,ML1,NL,3,2,19,4,1,0,0,152,38,15,4,34,40,0.21,2.66,2,3,2,0,220,8,15,,, +truckvi01,1956,1,DET,AL,6,5,22,16,3,1,1,360,104,51,15,63,43,0.23,3.83,5,3,6,0,515,3,56,,, +turlebo01,1956,1,NYA,AL,8,4,27,21,5,1,1,396,138,74,13,103,91,0.27,5.05,0,3,4,1,621,3,76,,, +valenvi01,1956,1,CHN,NL,6,4,42,2,0,0,1,286,84,40,10,36,26,0.24,3.78,7,4,1,0,397,18,47,,, +waterfr02,1956,1,PIT,NL,2,2,23,5,1,0,0,153,48,16,3,30,14,0.25,2.82,1,1,1,0,224,6,18,,, +wehmehe01,1956,1,PHI,NL,0,2,3,3,0,0,0,60,18,9,2,11,8,0.24,4.05,0,0,0,0,88,0,9,,, +wehmehe01,1956,2,SLN,NL,12,9,34,19,7,2,1,512,150,70,16,71,68,0.24,3.69,8,2,1,0,715,6,80,,, +werlege01,1956,1,BAL,AL,0,0,1,0,0,0,0,3,1,1,0,2,0,0.25,9,0,0,0,0,6,1,1,,, +wieslbo01,1956,1,WS1,AL,3,12,37,21,3,0,0,369,141,88,11,112,49,0.3,6.44,1,4,3,1,598,9,98,,, +wightbi01,1956,1,BAL,AL,9,12,35,26,7,1,0,524,198,78,7,72,84,0.28,4.02,3,5,6,0,778,2,92,,, +wilheho01,1956,1,NY1,NL,4,9,64,0,0,0,8,268,97,38,7,43,71,0.28,3.83,10,6,2,0,403,38,45,,, +wilsoji02,1956,1,BAL,AL,4,2,7,7,1,0,0,145,49,27,5,16,31,0.26,5.03,1,1,2,0,205,0,27,,, +wilsoji02,1956,2,CHA,AL,9,12,28,21,6,3,0,479,149,72,15,70,82,0.24,4.06,5,3,2,2,680,4,82,,, +wojeype01,1956,1,DET,AL,0,0,2,0,0,0,0,12,2,1,0,1,1,0.16,2.25,0,0,0,0,14,0,1,,, +woodeha01,1956,1,DET,AL,0,2,2,2,0,0,0,16,12,8,1,3,1,0.44,13.5,0,0,0,0,30,0,8,,, +worthal01,1956,1,NY1,NL,7,14,28,24,4,0,0,497,158,73,20,74,95,0.25,3.97,6,3,4,0,713,2,82,,, +wrighro01,1956,1,NY1,NL,0,1,1,1,0,0,0,8,8,5,1,2,0,0.53,16.88,0,0,0,0,17,0,5,,, +wynnea01,1956,1,CLE,AL,20,9,38,35,18,4,2,833,233,84,19,91,158,0.22,2.72,7,5,5,0,1144,2,93,,, +zuverge01,1956,1,BAL,AL,7,6,62,0,0,0,16,292,112,45,6,34,33,0.29,4.16,9,1,3,1,432,40,52,,, +aberal01,1957,1,DET,AL,3,3,28,0,0,0,1,111,46,28,6,11,15,0.31,6.81,3,0,1,0,167,13,33,,, +aberal01,1957,2,KC1,AL,0,0,3,0,0,0,0,9,6,4,2,2,0,0.4,12,0,1,0,0,17,0,4,,, +abernte02,1957,1,WS1,AL,2,10,26,16,2,0,0,255,100,64,9,65,50,0.31,6.78,1,1,4,2,398,4,65,,, +ackerto01,1957,1,CIN,NL,10,5,49,6,1,0,4,326,122,60,16,41,67,0.29,4.97,8,3,8,0,486,17,63,,, +aguirha01,1957,1,CLE,AL,1,1,10,1,0,0,0,61,26,13,0,13,9,0.31,5.75,3,5,0,0,100,4,15,,, +alexabo01,1957,1,CLE,AL,0,1,5,0,0,0,0,21,10,7,0,5,1,0.35,9,2,1,1,0,35,3,7,,, +amorvi01,1957,1,CIN,NL,1,2,9,4,1,0,0,82,39,18,2,10,9,0.34,5.93,1,0,2,0,130,2,19,,, +anderbo01,1957,1,CHN,NL,0,1,8,0,0,0,0,49,20,14,2,8,7,0.31,7.71,1,0,1,1,76,2,16,,, +antonjo02,1957,1,NY1,NL,12,18,40,30,8,3,0,637,228,89,19,67,114,0.27,3.77,7,3,3,0,915,6,98,,, +arroylu01,1957,1,PIT,NL,3,11,54,10,0,0,1,392,151,68,19,31,101,0.28,4.68,9,6,7,0,585,15,76,,, +barclcu01,1957,1,NY1,NL,9,9,37,28,5,2,0,549,196,70,21,48,67,0.27,3.44,4,1,2,0,779,2,85,,, +barnefr02,1957,1,SLN,NL,0,1,3,1,0,0,0,30,13,5,0,9,5,0.31,4.5,1,3,0,0,50,0,5,,, +baumafr01,1957,1,BOS,AL,1,0,4,1,0,0,0,36,13,5,1,3,7,0.27,3.75,0,0,1,0,52,1,5,,, +beamoch01,1957,1,BAL,AL,0,0,4,1,0,0,0,26,8,5,1,7,5,0.22,5.19,0,0,1,0,43,1,6,,, +bessedo01,1957,1,BRO,NL,1,3,27,0,0,0,0,132,58,28,5,19,24,0.32,5.73,3,1,0,0,204,16,28,,, +blackjo02,1957,1,WS1,AL,0,1,7,0,0,0,0,38,22,10,4,1,2,0.39,7.11,0,0,0,0,60,5,11,,, +blakeed01,1957,1,KC1,AL,0,0,2,0,0,0,0,5,1,1,1,2,0,0.16,5.4,1,1,0,0,8,1,1,,, +breweto01,1957,1,BOS,AL,16,13,32,32,15,2,0,715,225,102,24,93,128,0.25,3.85,9,7,7,0,1013,0,113,,, +briggjo01,1957,1,CHN,NL,0,1,3,0,0,0,0,13,7,6,2,3,1,0.36,12.46,0,0,0,0,23,0,6,,, +brododi01,1957,1,WS1,AL,0,1,6,0,0,0,0,34,12,14,2,10,4,0.26,11.12,0,1,1,0,57,2,15,,, +brosnji01,1957,1,CHN,NL,5,5,41,5,1,0,0,296,79,37,11,46,73,0.21,3.38,4,2,1,0,413,17,38,,, +brownha01,1957,1,BAL,AL,7,8,25,20,7,2,1,450,132,65,17,37,62,0.23,3.9,3,3,2,1,608,2,68,,, +brunege01,1957,1,KC1,AL,0,1,4,2,0,0,0,34,13,7,2,4,3,0.27,5.56,0,1,0,1,51,1,7,,, +buhlbo01,1957,1,ML1,NL,18,7,34,31,14,2,0,650,191,66,15,121,117,0.24,2.74,4,3,0,0,926,0,77,,, +bunniji01,1957,1,DET,AL,20,8,45,30,14,1,1,802,214,80,33,72,182,0.21,2.69,5,4,11,1,1081,4,91,,, +burdele01,1957,1,ML1,NL,17,9,37,33,14,1,0,770,260,106,25,59,78,0.26,3.72,8,2,2,0,1067,3,117,,, +burnewa01,1957,1,KC1,AL,7,12,38,9,1,0,1,339,115,54,8,44,57,0.26,4.3,3,1,1,2,486,13,62,,, +burnspe01,1957,1,NY1,NL,1,4,10,9,1,1,0,92,47,30,5,13,18,0.35,8.8,0,0,1,1,150,1,30,,, +byerlbu01,1957,1,WS1,AL,6,6,47,0,0,0,6,285,94,33,6,22,39,0.26,3.13,5,2,1,0,398,33,38,,, +byrdha01,1957,1,DET,AL,4,3,37,1,0,0,5,177,53,22,6,28,20,0.24,3.36,4,1,2,0,252,18,23,,, +byrneto01,1957,1,NYA,AL,4,6,30,4,1,0,2,254,70,41,8,60,57,0.22,4.36,2,3,7,0,383,16,41,,, +cardwdo01,1957,1,PHI,NL,4,8,30,19,5,1,1,385,122,70,17,42,92,0.25,4.91,1,1,4,0,540,7,71,,, +ceccaar01,1957,1,BAL,AL,0,5,20,8,1,0,0,174,62,29,3,31,30,0.27,4.5,3,2,2,2,263,4,34,,, +chakabo01,1957,1,WS1,AL,0,1,4,2,0,0,0,55,20,11,2,10,12,0.27,5.4,1,2,0,0,85,1,13,,, +chakabo01,1957,2,BOS,AL,0,2,18,0,0,0,3,96,53,29,5,11,16,0.37,8.16,0,1,1,0,155,12,30,,, +cheneto01,1957,1,SLN,NL,0,1,4,3,0,0,0,27,6,5,0,15,10,0.2,5,0,0,0,0,44,0,6,,, +churnch01,1957,1,PIT,NL,0,0,5,0,0,0,0,25,9,4,1,4,4,0.33,4.32,1,1,0,0,34,3,4,,, +cicotal01,1957,1,NYA,AL,2,2,20,2,0,0,2,196,57,22,5,30,36,0.23,3.03,1,3,1,0,275,14,25,,, +clevete01,1957,1,WS1,AL,7,6,52,9,2,0,8,419,139,65,11,47,75,0.26,4.19,4,3,4,0,599,24,69,,, +colemri01,1957,1,KC1,AL,0,7,19,6,1,1,0,123,53,27,5,25,15,0.32,5.93,0,2,0,0,194,8,32,,, +colluja01,1957,1,CHN,NL,1,1,9,0,0,0,1,32,8,8,0,9,7,0.21,6.75,1,0,1,0,51,4,8,,, +colluja01,1957,2,BRO,NL,0,0,3,0,0,0,0,13,7,4,1,1,3,0.36,8.31,0,0,0,0,21,2,4,,, +conlege01,1957,1,ML1,NL,9,9,35,18,6,1,1,444,133,52,9,64,61,0.24,3.16,5,6,2,0,629,6,63,,, +constji01,1957,1,NY1,NL,1,1,16,0,0,0,0,85,27,9,2,7,13,0.26,2.86,0,1,4,0,115,0,10,,, +consusa01,1957,1,BAL,AL,0,0,5,0,0,0,0,15,4,1,0,0,0,0.21,1.8,0,0,0,0,20,2,1,,, +consusa01,1957,2,NY1,NL,0,0,4,0,0,0,0,11,7,1,1,1,1,0.38,2.45,1,0,0,0,20,2,5,,, +coxgl01,1957,1,KC1,AL,1,0,10,0,0,0,0,43,18,8,1,9,8,0.32,5.02,1,2,0,0,66,3,9,,, +craigro01,1957,1,BRO,NL,6,9,32,13,1,0,0,334,102,57,18,47,69,0.24,4.61,5,2,2,0,465,8,58,,, +crimija01,1957,1,DET,AL,0,1,4,0,0,0,0,17,9,8,1,4,1,0.37,12.71,2,0,0,0,29,2,8,,, +cronera01,1957,1,ML1,NL,3,1,11,5,2,0,0,127,54,21,8,15,15,0.31,4.46,2,0,0,0,189,3,23,,, +cronera01,1957,2,NY1,NL,4,8,25,17,2,0,1,362,131,58,11,40,56,0.27,4.33,1,1,3,0,531,2,68,,, +daleybu01,1957,1,CLE,AL,2,8,34,10,1,0,2,262,99,43,7,40,54,0.27,4.43,4,3,10,0,409,10,59,,, +daniebe02,1957,1,PIT,NL,0,1,1,1,0,0,0,21,5,1,0,3,2,0.2,1.29,0,0,0,0,28,0,2,,, +daniech02,1957,1,DET,AL,0,0,1,0,0,0,0,7,3,2,1,0,2,0.33,7.71,0,0,0,0,9,0,2,,, +davisji01,1957,1,SLN,NL,0,1,10,0,0,0,1,41,18,8,1,6,5,0.34,5.27,0,0,0,0,61,4,8,,, +davisji01,1957,2,NY1,NL,1,0,10,0,0,0,0,33,13,8,2,5,6,0.28,6.55,1,0,0,0,52,4,9,,, +delocik01,1957,1,BOS,AL,9,8,49,2,0,0,11,282,80,40,11,45,62,0.23,3.83,7,0,3,1,402,33,40,,, +derriji01,1957,1,CHA,AL,0,1,20,5,0,0,0,111,29,20,4,29,14,0.21,4.86,0,1,1,0,166,4,21,,, +dicksmu01,1957,1,SLN,NL,5,3,14,13,3,1,0,222,87,34,8,25,29,0.29,4.14,0,3,1,0,326,0,41,,, +ditmaar01,1957,1,NYA,AL,8,3,46,11,0,0,6,382,128,46,9,35,64,0.26,3.25,1,1,2,0,532,12,55,,, +donovdi01,1957,1,CHA,AL,16,6,28,28,16,2,0,662,203,68,17,45,88,0.24,2.77,8,1,8,2,893,0,76,,, +douglwh01,1957,1,PIT,NL,3,3,11,8,0,0,0,141,48,17,5,30,28,0.27,3.26,2,0,3,0,213,1,23,,, +drabomo01,1957,1,CHN,NL,13,15,36,33,12,2,0,719,214,94,22,94,170,0.24,3.53,6,5,10,1,1010,2,103,,, +drottdi01,1957,1,CHN,NL,15,11,38,32,7,3,0,687,200,91,22,129,170,0.23,3.58,2,7,7,2,1007,3,107,,, +drysddo01,1957,1,BRO,NL,17,9,34,29,9,4,0,663,197,66,17,61,148,0.23,2.69,3,3,7,1,911,4,76,,, +durenry01,1957,1,KC1,AL,0,3,14,6,0,0,1,128,37,25,4,30,37,0.23,5.27,1,5,2,0,193,2,26,,, +elstodo01,1957,1,BRO,NL,0,0,1,0,0,0,0,3,1,0,0,0,1,0.25,0,0,0,0,0,4,1,0,,, +elstodo01,1957,2,CHN,NL,6,7,39,14,2,0,8,432,139,57,15,55,102,0.25,3.56,4,1,5,0,607,11,61,,, +erskica01,1957,1,BRO,NL,5,3,15,7,1,0,0,198,62,26,8,20,26,0.24,3.55,1,4,0,0,274,3,27,,, +facero01,1957,1,PIT,NL,4,6,59,1,0,0,10,281,97,32,9,24,53,0.27,3.07,5,2,1,0,395,32,41,,, +farretu01,1957,1,PHI,NL,10,2,52,0,0,0,10,250,74,22,2,36,54,0.24,2.38,9,2,2,1,353,32,29,,, +ferrado01,1957,1,BAL,AL,1,1,8,2,0,0,0,57,14,10,1,12,13,0.2,4.74,1,0,0,0,83,3,13,,, +fischbi01,1957,1,CHA,AL,7,8,33,11,3,1,1,372,139,48,1,35,48,0.29,3.48,6,5,3,0,525,7,50,,, +fordwh01,1957,1,NYA,AL,11,5,24,17,5,0,0,388,114,37,10,53,84,0.23,2.57,3,2,1,2,539,2,46,,, +fornimi01,1957,1,BAL,AL,2,6,15,4,1,1,0,171,57,27,4,17,43,0.25,4.26,2,2,0,0,240,4,30,,, +fornimi01,1957,2,BOS,AL,8,7,25,18,7,1,2,376,136,49,7,38,64,0.27,3.52,3,1,3,0,556,4,61,,, +fowlear01,1957,1,CIN,NL,3,0,33,7,1,0,0,263,111,63,11,24,45,0.31,6.47,2,2,2,0,392,10,65,,, +foytapa01,1957,1,DET,AL,14,11,38,27,8,1,1,636,175,74,19,104,118,0.22,3.14,12,5,4,0,904,8,79,,, +freemhe01,1957,1,CIN,NL,7,2,52,0,0,0,8,251,90,42,14,14,36,0.27,4.52,4,2,3,1,353,26,49,,, +frienbo01,1957,1,PIT,NL,14,18,40,38,17,3,0,831,273,104,28,68,143,0.25,3.38,8,3,1,1,1148,1,121,,, +garcimi01,1957,1,CLE,AL,12,8,38,27,9,1,0,634,221,88,14,73,110,0.26,3.75,6,2,6,1,915,5,98,,, +garvene01,1957,1,KC1,AL,6,13,24,23,6,1,0,436,120,62,13,55,61,0.22,3.84,5,1,5,1,608,0,72,,, +gomezru01,1957,1,NY1,NL,15,13,38,36,16,1,0,715,233,100,28,71,92,0.25,3.78,10,2,5,0,1011,0,110,,, +gormato02,1957,1,KC1,AL,5,9,38,12,3,1,3,374,125,53,18,33,66,0.26,3.83,7,3,1,0,523,12,59,,, +grayjo01,1957,1,CLE,AL,1,3,7,3,1,1,0,60,21,13,1,13,3,0.28,5.85,1,2,0,0,90,0,17,,, +griggha01,1957,1,WS1,AL,0,1,2,2,0,0,0,41,11,5,1,7,12,0.22,3.29,0,1,0,0,55,0,5,,, +grimbo01,1957,1,NYA,AL,12,8,46,0,0,0,19,216,60,21,5,36,52,0.23,2.63,5,1,0,0,299,36,22,,, +grissma01,1957,1,NY1,NL,4,4,55,0,0,0,14,248,74,24,6,23,51,0.24,2.61,6,1,2,0,338,38,36,,, +gromest01,1957,1,DET,AL,0,1,15,1,0,0,1,71,32,16,3,13,11,0.33,6.08,3,1,1,0,113,6,16,,, +grossdo01,1957,1,CIN,NL,7,9,43,16,5,0,1,445,152,71,21,33,73,0.26,4.31,3,2,3,0,626,9,75,,, +hackewa02,1957,1,CIN,NL,3,2,15,6,0,0,0,130,50,25,5,13,18,0.29,5.19,3,0,3,0,191,2,26,,, +hackewa02,1957,2,PHI,NL,4,4,20,10,1,0,0,222,72,37,10,18,33,0.25,4.5,2,0,1,0,304,4,40,,, +haddiha01,1957,1,PHI,NL,10,13,27,25,8,1,0,512,176,77,18,39,136,0.26,4.06,4,6,1,0,720,2,84,,, +halldi01,1957,1,PIT,NL,0,0,8,0,0,0,0,30,17,12,4,5,7,0.36,10.8,1,0,1,0,53,0,12,,, +hamnegr01,1957,1,PHI,NL,0,0,1,0,0,0,0,3,1,0,0,0,1,0.25,0,0,0,0,0,4,1,0,,, +harribi03,1957,1,BRO,NL,0,1,1,1,0,0,0,21,9,3,1,1,3,0.32,3.86,0,0,0,0,30,0,3,,, +harshja01,1957,1,CHA,AL,8,8,30,26,6,0,1,454,142,69,16,82,83,0.25,4.1,2,5,5,1,668,2,78,,, +hearnji01,1957,1,PHI,NL,5,1,36,4,1,0,3,222,79,30,6,18,46,0.27,3.65,4,4,2,0,313,13,35,,, +heiseji01,1957,1,WS1,AL,0,3,8,2,0,0,0,57,25,17,2,16,8,0.32,8.05,1,0,0,1,96,4,19,,, +hernaev01,1957,1,WS1,AL,0,0,14,2,0,0,0,108,38,17,2,20,15,0.26,4.25,1,0,0,0,164,6,18,,, +hillda01,1957,1,KC1,AL,0,0,2,0,0,0,0,7,6,7,3,3,1,0.46,27,0,0,0,0,16,0,7,,, +hillmda01,1957,1,CHN,NL,6,11,32,14,1,0,1,310,115,50,13,37,53,0.28,4.35,2,2,0,0,451,7,52,,, +hobbigl01,1957,1,CHN,NL,0,0,2,0,0,0,0,13,6,5,0,5,3,0.33,10.38,0,1,0,0,24,1,5,,, +hoeftbi01,1957,1,DET,AL,9,11,34,28,10,1,1,621,188,80,15,69,111,0.24,3.48,2,1,5,0,870,4,85,,, +hookja01,1957,1,CIN,NL,0,1,3,2,0,0,0,30,6,5,0,8,6,0.17,4.5,0,1,0,0,45,0,7,,, +hostge01,1957,1,KC1,AL,0,2,11,2,0,0,0,71,29,19,5,14,9,0.31,7.23,0,0,0,0,109,6,19,,, +houttar01,1957,1,CLE,AL,0,0,3,0,0,0,0,12,6,3,1,3,3,0.35,6.75,0,0,0,0,20,2,3,,, +houttar01,1957,2,BAL,AL,0,0,5,1,0,0,0,20,20,13,0,3,3,0.51,17.55,0,0,0,0,42,2,13,,, +howeldi01,1957,1,CHA,AL,6,5,37,0,0,0,6,205,64,25,6,30,37,0.25,3.29,4,2,0,0,285,19,25,,, +hugheji02,1957,1,CHA,AL,0,0,4,0,0,0,0,15,12,6,0,3,2,0.46,10.8,0,0,0,0,29,2,6,,, +hydedi01,1957,1,WS1,AL,4,3,52,2,0,0,1,328,104,50,4,56,46,0.26,4.12,7,2,7,0,482,23,54,,, +jacksla01,1957,1,SLN,NL,15,9,41,22,6,2,1,631,196,81,21,57,96,0.24,3.47,8,4,4,0,861,11,84,,, +jayjo01,1957,1,ML1,NL,0,0,1,0,0,0,1,2,0,0,0,0,0,0,0,0,0,0,0,2,1,0,,, +jeffcha01,1957,1,CIN,NL,12,13,37,31,10,1,0,621,236,104,29,46,63,0.29,4.52,7,2,7,0,873,1,117,,, +johnsco01,1957,1,BAL,AL,14,11,35,30,14,3,0,726,212,86,17,66,177,0.23,3.2,1,6,3,0,987,4,93,,, +johnser02,1957,1,ML1,NL,7,3,30,0,0,0,4,195,67,28,9,26,44,0.26,3.88,5,2,1,0,284,16,29,,, +jollyda01,1957,1,ML1,NL,1,1,23,0,0,0,1,113,37,21,4,21,27,0.26,5.02,0,3,3,0,170,10,22,,, +jonesgo01,1957,1,NY1,NL,0,1,10,0,0,0,0,35,16,8,1,3,5,0.32,6.17,1,2,1,0,57,3,9,,, +jonessa02,1957,1,SLN,NL,12,9,28,27,10,2,0,548,164,73,17,71,154,0.23,3.6,1,3,6,0,767,1,77,,, +kaisedo01,1957,1,CHN,NL,2,6,20,13,1,0,0,216,91,40,4,28,23,0.31,5,3,2,0,0,321,4,48,,, +keegabo01,1957,1,CHA,AL,10,8,30,20,6,2,2,428,131,56,22,37,36,0.24,3.53,2,0,2,0,585,4,62,,, +kellnal01,1957,1,KC1,AL,6,5,28,21,3,0,0,398,141,63,18,41,72,0.27,4.27,3,4,2,0,559,3,65,,, +kemmeru01,1957,1,BOS,AL,0,0,1,0,0,0,0,12,5,2,0,2,1,0.33,4.5,1,1,0,0,19,0,2,,, +kemmeru01,1957,2,WS1,AL,7,11,39,26,6,0,0,517,214,95,20,71,81,0.3,4.96,4,5,2,0,776,4,110,,, +kennebi02,1957,1,CIN,NL,0,2,8,0,0,0,3,38,16,9,1,5,8,0.31,6.39,1,0,1,0,60,6,9,,, +kindeel01,1957,1,CHA,AL,0,0,1,0,0,0,0,3,0,0,0,1,0,0,0,1,0,0,0,5,1,0,,, +kingne01,1957,1,PIT,NL,2,1,36,0,0,0,1,156,69,26,7,16,23,0.33,4.5,6,1,2,0,229,19,27,,, +kippfr01,1957,1,BRO,NL,0,0,1,0,0,0,0,12,6,4,2,0,3,0.33,9,0,0,0,0,18,0,4,,, +klinero01,1957,1,PIT,NL,9,16,40,31,11,2,0,615,214,92,28,61,88,0.26,4.04,6,2,1,0,871,2,107,,, +klippjo01,1957,1,CIN,NL,8,11,46,18,3,1,3,438,146,82,17,68,99,0.26,5.05,6,5,3,0,643,9,84,,, +koufasa01,1957,1,BRO,NL,5,4,34,13,2,0,0,313,83,45,14,51,122,0.21,3.88,1,5,2,0,444,12,49,,, +kucksjo01,1957,1,NYA,AL,8,10,37,23,4,1,2,538,169,71,13,59,78,0.25,3.56,2,2,8,0,759,10,82,,, +kuzavbo01,1957,1,PIT,NL,0,0,4,0,0,0,0,6,3,2,0,3,1,0.33,9,0,0,0,0,12,1,2,,, +kuzavbo01,1957,2,SLN,NL,0,0,3,0,0,0,0,7,4,1,0,2,2,0.36,3.86,0,0,0,0,13,2,1,,, +labincl01,1957,1,BRO,NL,5,7,58,0,0,0,17,314,104,40,8,27,67,0.25,3.44,6,0,1,0,444,37,50,,, +lapalpa01,1957,1,CHA,AL,1,4,35,0,0,0,7,121,35,15,5,19,19,0.23,3.35,1,3,1,0,169,21,16,,, +larsedo01,1957,1,NYA,AL,10,4,27,20,4,1,0,419,113,58,12,87,81,0.22,3.74,0,6,0,0,605,5,68,,, +laryfr01,1957,1,DET,AL,11,16,40,35,12,2,3,713,250,105,23,72,107,0.27,3.98,9,5,12,2,1012,3,111,,, +latmaba01,1957,1,CHA,AL,1,2,7,2,0,0,1,37,12,11,2,13,9,0.26,8.03,0,2,1,0,60,3,11,,, +lawrebr01,1957,1,CIN,NL,16,13,49,32,12,1,4,751,234,98,26,76,121,0.24,3.52,5,3,8,0,1045,10,111,,, +lawve01,1957,1,PIT,NL,10,8,31,25,9,3,1,518,172,55,18,32,55,0.25,2.87,8,2,2,0,716,5,72,,, +leedo01,1957,1,DET,AL,1,3,11,6,0,0,0,116,48,20,6,18,19,0.3,4.66,0,0,1,0,179,2,22,,, +lehmake01,1957,1,BRO,NL,0,0,3,0,0,0,0,21,7,0,0,1,3,0.25,0,0,0,0,0,28,1,0,,, +lehmake01,1957,2,BAL,AL,8,3,30,3,1,0,6,204,57,21,1,22,32,0.23,2.78,2,4,0,0,275,18,21,,, +lemonbo01,1957,1,CLE,AL,6,11,21,17,2,0,0,352,129,60,9,64,45,0.28,4.6,6,3,7,0,540,2,70,,, +littldi01,1957,1,CHN,NL,2,3,48,2,0,0,4,197,76,39,12,37,51,0.29,5.35,4,2,1,0,306,14,46,,, +loesbi01,1957,1,BAL,AL,12,7,31,18,8,3,4,466,142,56,8,37,86,0.24,3.24,4,3,4,0,629,12,59,,, +lovenly01,1957,1,SLN,NL,0,1,2,1,0,0,0,27,6,2,0,6,6,0.18,2,0,0,0,0,39,0,3,,, +lowntu01,1957,1,CHN,NL,5,7,67,0,0,0,12,279,74,39,10,51,51,0.22,3.77,4,4,0,0,393,47,45,,, +lumenra01,1957,1,WS1,AL,0,1,3,2,0,0,0,28,9,7,1,5,8,0.25,6.75,0,0,1,0,42,1,7,,, +maasdu01,1957,1,DET,AL,10,14,45,26,8,2,6,658,210,80,23,65,116,0.25,3.28,7,1,4,0,925,13,92,,, +maglisa01,1957,1,BRO,NL,6,6,19,17,4,1,1,304,94,33,12,26,50,0.24,2.93,1,1,4,0,421,1,42,,, +maglisa01,1957,2,NYA,AL,2,0,6,3,1,1,3,78,22,5,1,7,9,0.22,1.73,0,0,1,1,106,3,6,,, +margojo01,1957,1,NY1,NL,1,1,13,2,1,0,0,103,44,20,1,21,18,0.31,5.24,2,1,1,0,165,0,23,,, +martimo01,1957,1,SLN,NL,0,0,4,1,0,0,0,32,5,3,0,4,7,0.14,2.53,0,0,1,0,41,1,3,,, +mayered02,1957,1,CHN,NL,0,0,3,1,0,0,0,23,8,5,2,2,3,0.25,5.87,0,1,1,0,34,1,5,,, +mccalwi01,1957,1,NY1,NL,0,0,5,0,0,0,0,9,8,5,1,2,2,0.53,15,0,0,1,0,19,2,5,,, +mccormi03,1957,1,NY1,NL,3,1,24,5,1,0,0,224,79,34,7,32,50,0.28,4.1,2,4,3,1,321,7,37,,, +mcdanli01,1957,1,SLN,NL,15,9,30,26,10,1,0,573,196,74,13,53,75,0.26,3.49,4,9,3,0,804,1,87,,, +mcdanvo01,1957,1,SLN,NL,7,5,17,13,4,2,0,260,71,31,7,31,45,0.22,3.22,3,4,1,0,356,2,37,,, +mcdermi03,1957,1,KC1,AL,1,4,29,4,0,0,0,207,68,42,9,50,29,0.26,5.48,2,5,0,0,316,14,47,,, +mcdevda01,1957,1,BRO,NL,7,4,22,17,5,2,0,357,105,43,5,72,90,0.23,3.25,1,7,6,1,526,2,55,,, +mcdonji04,1957,1,CHA,AL,0,1,10,0,0,0,0,67,18,5,2,10,12,0.23,2.01,1,3,0,0,92,4,8,,, +mcilwst01,1957,1,CHA,AL,0,0,1,0,0,0,0,3,2,0,0,1,0,0.5,0,0,0,0,0,5,1,0,,, +mclisca01,1957,1,CLE,AL,9,7,42,7,2,0,1,433,118,44,11,67,88,0.22,2.74,10,8,2,0,616,19,55,,, +mcmahdo02,1957,1,ML1,NL,2,3,32,0,0,0,9,140,33,8,0,29,46,0.19,1.54,4,0,0,0,200,19,13,,, +merrill02,1957,1,SLN,NL,1,2,44,0,0,0,7,196,60,24,7,28,35,0.25,3.31,5,0,4,0,280,18,29,,, +meyerja01,1957,1,PHI,NL,0,2,19,2,0,0,0,113,44,24,7,28,34,0.29,5.73,2,0,1,0,180,4,30,,, +meyerru01,1957,1,BOS,AL,0,0,2,1,0,0,0,15,10,3,0,3,1,0.41,5.4,0,0,0,0,28,1,5,,, +millebo02,1957,1,PHI,NL,2,5,32,1,0,0,6,181,61,18,4,17,12,0.26,2.69,5,0,1,0,254,17,18,,, +millebo04,1957,1,SLN,NL,0,0,5,0,0,0,0,27,13,7,2,5,7,0.32,7,0,1,0,0,46,4,9,,, +millest01,1957,1,NY1,NL,7,9,38,13,0,0,1,372,110,50,15,45,60,0.24,3.63,6,4,3,0,514,17,53,,, +minarru01,1957,1,BOS,AL,0,0,26,0,0,0,2,134,44,22,5,30,20,0.26,4.43,4,2,1,0,205,15,30,,, +minnido01,1957,1,WS1,AL,0,1,2,1,0,0,0,28,14,5,1,2,7,0.34,4.82,0,0,0,0,44,0,8,,, +mizelvi01,1957,1,SLN,NL,8,10,33,21,7,2,0,448,136,62,18,51,87,0.24,3.74,4,1,1,0,627,2,69,,, +monzara01,1957,1,NY1,NL,3,2,24,2,0,0,0,149,55,22,6,16,37,0.28,3.99,1,0,2,0,217,8,27,,, +moorera02,1957,1,BAL,AL,11,13,34,32,7,1,0,682,196,94,17,112,117,0.23,3.72,5,7,2,1,962,1,99,,, +morehse01,1957,1,PHI,NL,1,1,34,1,1,0,1,176,57,24,1,20,36,0.25,3.68,4,1,2,1,253,11,27,,, +morgato01,1957,1,KC1,AL,9,7,46,13,5,0,7,431,160,74,19,61,32,0.29,4.64,9,3,3,0,619,24,76,,, +mossido01,1957,1,CLE,AL,11,10,36,22,6,1,2,477,165,73,16,57,97,0.26,4.13,5,1,2,2,693,7,82,,, +muffebi01,1957,1,SLN,NL,3,2,23,0,0,0,8,132,35,11,1,13,21,0.22,2.25,4,1,0,0,174,16,11,,, +murffre01,1957,1,ML1,NL,2,2,12,1,0,0,2,78,31,14,3,11,13,0.3,4.85,1,0,0,0,115,8,14,,, +narlera01,1957,1,CLE,AL,11,5,46,15,7,1,16,463,136,53,14,70,93,0.23,3.09,6,1,4,0,662,24,65,,, +newcodo01,1957,1,BRO,NL,11,12,28,28,12,4,0,596,199,77,28,33,90,0.25,3.49,4,0,1,0,815,0,86,,, +nixonwi01,1957,1,BOS,AL,12,13,29,29,11,1,0,573,207,78,10,56,96,0.28,3.68,3,5,7,0,809,0,86,,, +nuxhajo01,1957,1,CIN,NL,10,10,39,28,6,2,1,523,192,92,24,53,99,0.27,4.75,3,3,7,1,768,5,104,,, +obrieed01,1957,1,PIT,NL,1,0,3,1,1,0,0,37,11,3,2,3,10,0.22,2.19,0,0,0,0,51,0,3,,, +obriejo03,1957,1,PIT,NL,0,3,16,1,0,0,0,120,46,27,7,24,19,0.29,6.08,2,2,1,0,188,5,32,,, +odellbi01,1957,1,BAL,AL,4,10,35,15,2,1,4,421,107,42,12,39,97,0.21,2.69,2,0,5,0,560,6,48,,, +osteecl01,1957,1,CIN,NL,0,0,3,0,0,0,0,12,4,1,0,3,3,0.25,2.25,0,2,0,0,19,1,1,,, +paineph01,1957,1,ML1,NL,0,0,1,0,0,0,0,6,1,0,0,3,2,0.14,0,0,0,0,0,10,1,0,,, +pappami01,1957,1,BAL,AL,0,0,4,0,0,0,0,27,6,1,0,3,3,0.2,1,0,0,0,0,34,4,1,,, +pascuca02,1957,1,WS1,AL,8,17,29,26,8,2,0,527,168,80,11,76,113,0.25,4.1,5,5,3,0,752,3,85,,, +peppela01,1957,1,PIT,NL,0,1,5,1,0,0,0,27,11,8,1,5,4,0.29,8,2,0,0,0,43,1,8,,, +phillta01,1957,1,ML1,NL,3,2,27,6,0,0,2,219,82,45,3,40,36,0.3,5.55,3,3,1,0,324,9,46,,, +piercbi02,1957,1,CHA,AL,20,12,37,34,16,4,2,771,228,93,18,71,171,0.23,3.26,9,3,1,1,1062,2,98,,, +pitulst01,1957,1,CLE,AL,2,2,23,5,1,0,0,179,67,33,8,32,17,0.29,4.98,4,1,2,0,266,7,37,,, +pizarju01,1957,1,ML1,NL,5,6,24,10,3,0,0,298,99,51,16,51,68,0.26,4.62,2,2,1,0,440,7,58,,, +podbibu01,1957,1,CIN,NL,0,1,5,3,1,0,0,48,18,11,4,4,13,0.29,6.19,0,0,0,0,67,0,11,,, +podrejo01,1957,1,BRO,NL,12,9,31,27,10,6,3,588,168,58,15,44,109,0.23,2.66,1,3,1,0,783,4,64,,, +poholto01,1957,1,CHN,NL,1,7,28,11,1,0,0,252,117,46,9,22,28,0.33,4.93,4,3,2,0,387,8,55,,, +portebo01,1957,1,BOS,AL,4,4,28,9,3,1,1,307,107,46,8,30,28,0.27,4.05,2,1,1,0,435,5,54,,, +portoar01,1957,1,KC1,AL,4,9,33,17,1,0,0,344,103,50,10,34,42,0.24,3.92,2,1,3,0,474,8,55,,, +preskjo01,1957,1,DET,AL,1,1,7,0,0,0,0,33,10,2,0,4,3,0.27,1.64,1,0,1,0,46,6,3,,, +purkebo01,1957,1,PIT,NL,11,14,48,21,6,1,2,539,194,77,10,38,51,0.27,3.86,9,2,7,0,761,11,84,,, +qualtto01,1957,1,PHI,NL,0,0,6,0,0,0,0,22,12,6,0,4,6,0.4,7.36,1,0,0,0,35,2,6,,, +rabech01,1957,1,CIN,NL,0,1,2,1,0,0,0,25,5,2,2,0,6,0.16,2.16,0,0,0,0,30,0,2,,, +raethha01,1957,1,KC1,AL,0,0,1,0,0,0,0,6,2,2,1,0,0,0.25,9,0,0,0,0,8,1,2,,, +ramospe01,1957,1,WS1,AL,12,16,43,30,7,1,0,693,251,123,43,69,91,0.27,4.79,4,2,7,0,1011,5,131,,, +ridzist01,1957,1,NY1,NL,0,2,15,0,0,0,0,80,19,14,3,19,13,0.21,4.73,1,1,2,0,112,3,14,,, +roberro01,1957,1,PHI,NL,10,22,39,32,14,2,2,749,246,113,40,43,128,0.25,4.07,16,0,1,0,1033,5,122,,, +roebued01,1957,1,BRO,NL,8,2,44,1,0,0,8,289,70,29,9,46,73,0.2,2.71,6,3,2,0,395,19,37,,, +rogovsa01,1957,1,PHI,NL,0,0,4,0,0,0,0,24,11,8,1,3,0,0.33,9,1,0,0,0,38,2,8,,, +rudoldo01,1957,1,CHA,AL,1,0,5,0,0,0,0,36,6,3,2,2,2,0.14,2.25,0,0,0,0,43,2,3,,, +rushbo01,1957,1,CHN,NL,6,16,31,29,5,0,0,616,211,100,16,66,103,0.26,4.38,6,4,2,0,887,0,111,,, +sanchra01,1957,1,CIN,NL,3,2,38,0,0,0,5,187,61,33,7,25,37,0.26,4.76,3,2,4,0,270,15,37,,, +sanfoja02,1957,1,PHI,NL,19,8,33,33,15,3,0,710,194,81,22,94,188,0.22,3.08,2,12,3,1,989,0,94,,, +schmiwi01,1957,1,SLN,NL,10,3,40,8,1,0,0,350,146,62,13,49,63,0.31,4.78,6,7,2,0,527,8,67,,, +scorehe01,1957,1,CLE,AL,2,1,5,5,3,1,0,108,18,8,0,26,39,0.14,2,2,5,1,0,150,0,9,,, +shantbo01,1957,1,NYA,AL,11,5,30,21,9,1,5,519,157,47,15,40,72,0.24,2.45,1,3,6,1,688,6,58,,, +shawbo01,1957,1,DET,AL,0,1,7,0,0,0,0,29,11,8,2,7,4,0.28,7.45,1,0,0,0,46,0,9,,, +shiffga01,1957,1,WS1,AL,0,0,6,1,0,0,0,24,6,9,0,10,2,0.22,10.13,0,0,0,0,39,2,9,,, +simmocu01,1957,1,PHI,NL,12,11,32,29,9,2,0,636,214,81,11,50,92,0.26,3.44,11,2,2,0,884,2,92,,, +singlel01,1957,1,CHN,NL,0,1,5,2,0,0,0,40,20,10,3,2,6,0.33,6.75,0,0,0,1,62,1,11,,, +sisleda01,1957,1,BOS,AL,7,8,22,19,5,0,1,367,135,64,15,61,55,0.28,4.71,1,2,2,1,554,2,68,,, +skaugda01,1957,1,CIN,NL,0,0,2,0,0,0,0,17,4,1,0,6,4,0.19,1.59,0,1,0,0,27,1,1,,, +sleatlo01,1957,1,DET,AL,3,3,41,0,0,0,2,208,61,29,9,28,43,0.23,3.76,7,1,1,0,296,19,33,,, +smithbo03,1957,1,SLN,NL,0,0,6,0,0,0,1,29,12,5,0,6,11,0.26,4.66,1,0,1,0,53,3,10,,, +smithbo03,1957,2,PIT,NL,2,4,20,4,2,0,0,165,48,19,2,25,35,0.22,3.11,3,2,1,0,237,4,22,,, +spahnwa01,1957,1,ML1,NL,21,11,39,35,18,4,3,813,241,81,23,78,111,0.23,2.69,4,2,2,0,1111,4,94,,, +sprinja01,1957,1,BOS,AL,0,0,1,0,0,0,0,3,0,0,0,0,2,0,0,0,0,0,0,3,1,0,,, +stalege01,1957,1,CHA,AL,5,1,47,0,0,0,7,315,95,24,7,27,44,0.24,2.06,9,3,0,0,424,24,27,,, +stobbch01,1957,1,WS1,AL,8,20,42,31,5,2,1,635,235,126,28,80,114,0.27,5.36,10,4,5,0,946,5,140,,, +stonede01,1957,1,WS1,AL,0,0,3,0,0,0,0,10,5,3,0,2,3,0.35,8.1,1,0,0,0,17,0,3,,, +stonede01,1957,2,BOS,AL,1,3,17,8,0,0,1,154,56,29,5,35,32,0.28,5.08,0,2,0,0,239,5,42,,, +stumpji01,1957,1,DET,AL,1,0,6,0,0,0,0,40,11,3,0,8,2,0.22,2.03,0,0,0,0,61,1,4,,, +sturdto01,1957,1,NYA,AL,16,6,28,28,7,2,0,605,170,57,14,80,118,0.23,2.54,2,3,4,0,828,0,65,,, +sullifr01,1957,1,BOS,AL,14,11,31,30,14,3,0,722,206,73,16,48,127,0.23,2.73,4,2,7,0,961,1,76,,, +surkoma01,1957,1,NY1,NL,0,1,5,0,0,0,0,19,9,7,2,2,8,0.32,9.95,0,0,0,0,30,1,7,,, +suscege02,1957,1,BOS,AL,7,3,29,5,0,0,1,265,93,42,6,41,40,0.27,4.28,5,1,3,0,390,14,45,,, +swansre01,1957,1,PIT,NL,3,3,32,8,1,0,0,218,68,30,9,31,29,0.24,3.72,3,1,1,0,309,8,35,,, +tayloha05,1957,1,KC1,AL,0,0,2,0,0,0,0,26,11,3,0,4,4,0.31,3.12,0,1,1,0,40,0,4,,, +terryra01,1957,1,NYA,AL,1,1,7,2,1,1,0,62,18,7,1,8,7,0.24,3.05,1,0,0,0,85,2,7,,, +terryra01,1957,2,KC1,AL,4,11,21,19,3,1,0,392,119,49,15,47,80,0.23,3.38,2,3,4,1,556,0,63,,, +tomandi01,1957,1,CLE,AL,2,1,34,2,0,0,0,209,67,44,13,37,55,0.24,5.68,3,5,1,0,310,16,51,,, +trimbjo01,1957,1,PIT,NL,0,2,5,4,0,0,0,59,23,18,7,13,9,0.29,8.24,1,2,1,0,95,0,19,,, +troutdi01,1957,1,BAL,AL,0,0,2,0,0,0,0,1,4,3,0,0,0,0.8,81,0,0,0,0,5,1,3,,, +trowbbo01,1957,1,ML1,NL,7,5,32,16,3,1,1,378,118,51,9,52,75,0.24,3.64,5,2,1,0,537,8,57,,, +truckvi01,1957,1,KC1,AL,9,7,48,7,0,0,7,348,106,39,12,62,55,0.24,3.03,8,7,2,0,502,23,45,,, +tsitojo01,1957,1,DET,AL,1,0,2,0,0,0,0,10,8,3,0,2,2,0.5,8.1,0,0,0,0,18,1,3,,, +turlebo01,1957,1,NYA,AL,13,6,32,23,9,4,3,529,120,53,17,85,152,0.19,2.71,1,2,9,0,723,7,59,,, +urbanja01,1957,1,KC1,AL,7,4,31,13,3,0,0,388,111,48,7,45,55,0.23,3.34,3,4,1,2,530,9,55,,, +valdere01,1957,1,BRO,NL,1,1,5,1,0,0,0,39,13,8,1,7,10,0.26,5.54,1,1,0,0,59,0,8,,, +valenvi01,1957,1,CHN,NL,0,0,9,0,0,0,0,36,12,3,1,7,8,0.25,2.25,1,0,0,0,55,4,5,,, +valenvi01,1957,2,CLE,AL,2,2,11,2,1,0,0,71,26,13,3,13,9,0.28,4.94,0,2,1,0,109,4,14,,, +walkeje01,1957,1,BAL,AL,1,0,13,3,1,1,1,83,24,9,1,14,13,0.24,2.93,1,1,0,0,114,6,9,,, +wallmu01,1957,1,BOS,AL,3,0,11,0,0,0,1,73,21,9,3,2,13,0.23,3.33,0,0,0,0,96,5,11,,, +wehmehe01,1957,1,SLN,NL,10,7,36,18,5,0,0,495,165,79,25,54,91,0.25,4.31,7,4,2,0,716,5,91,,, +wieslbo01,1957,1,WS1,AL,1,1,3,2,1,0,0,49,15,8,2,11,9,0.25,4.41,0,1,1,0,72,1,8,,, +wightbi01,1957,1,BAL,AL,6,6,27,17,2,0,0,363,122,49,4,54,50,0.27,3.64,1,0,4,1,523,3,53,,, +wilheho01,1957,1,SLN,NL,1,4,40,0,0,0,11,165,52,26,7,21,29,0.25,4.25,1,0,3,0,231,30,28,,, +wilheho01,1957,2,CLE,AL,1,0,2,0,0,0,1,11,2,1,1,1,0,0.15,2.45,0,0,1,0,15,2,1,,, +wilsoji02,1957,1,CHA,AL,15,8,30,29,12,5,0,605,189,78,22,65,100,0.24,3.48,8,3,3,0,841,0,85,,, +wittge01,1957,1,PIT,NL,0,1,1,1,0,0,0,4,4,6,1,5,1,0.5,40.5,0,0,0,0,13,0,6,,, +wojeype01,1957,1,DET,AL,0,0,2,0,0,0,0,4,1,0,0,0,0,0.2,0,0,0,0,0,6,2,0,,, +worthal01,1957,1,NY1,NL,8,11,55,12,1,1,4,473,140,74,19,56,90,0.23,4.22,7,5,5,0,662,23,75,,, +wynnea01,1957,1,CLE,AL,14,17,40,37,13,1,1,789,270,126,32,104,184,0.26,4.31,7,0,5,0,1146,2,139,,, +zuverge01,1957,1,BAL,AL,10,6,56,0,0,0,9,338,105,31,9,39,36,0.25,2.48,13,1,4,0,475,37,37,,, +ackerto01,1958,1,CIN,NL,4,3,38,10,3,0,1,374,126,63,10,43,90,0.26,4.55,6,2,3,0,528,4,64,,, +aguirha01,1958,1,DET,AL,3,4,44,3,0,0,5,209,67,29,5,27,38,0.25,3.75,2,1,1,0,299,16,31,,, +albanjo01,1958,1,WS1,AL,0,0,6,0,0,0,0,18,8,3,1,2,3,0.34,4.5,0,0,0,0,27,6,3,,, +anderbo01,1958,1,CHN,NL,3,3,17,8,2,0,0,197,61,29,3,29,51,0.25,3.97,1,1,1,0,275,4,29,,, +anderjo02,1958,1,PHI,NL,0,0,5,1,0,0,0,48,26,14,5,4,9,0.36,7.88,0,0,1,0,78,3,17,,, +antonjo02,1958,1,SFN,NL,16,13,41,34,13,0,3,725,216,88,31,87,143,0.23,3.28,7,4,3,0,1014,5,101,,, +barclcu01,1958,1,SFN,NL,1,0,6,1,0,0,0,48,16,5,3,5,6,0.25,2.81,3,0,3,0,70,2,5,,, +barnefr02,1958,1,SLN,NL,1,1,8,1,0,0,0,57,19,16,3,16,17,0.26,7.58,0,0,2,0,93,0,16,,, +baumafr01,1958,1,BOS,AL,2,2,10,7,2,0,0,157,56,26,4,27,31,0.27,4.47,2,1,4,0,236,0,27,,, +beamoch01,1958,1,BAL,AL,1,3,21,3,0,0,0,149,47,24,3,21,26,0.26,4.35,1,5,6,1,209,9,27,,, +bellga01,1958,1,CLE,AL,12,10,33,23,10,0,1,546,141,67,17,73,110,0.21,3.31,0,4,5,0,750,5,70,,, +bessedo01,1958,1,LAN,NL,1,0,19,0,0,0,0,73,24,9,3,17,13,0.27,3.33,0,0,1,0,107,0,14,,, +birreba01,1958,1,LAN,NL,0,0,16,0,0,0,1,102,43,17,4,7,16,0.3,4.5,3,1,1,0,149,6,20,,, +blackro01,1958,1,PIT,NL,2,1,38,2,0,0,3,191,61,24,7,27,31,0.26,3.39,5,1,3,0,278,15,33,,, +bowsfte01,1958,1,BOS,AL,4,2,16,10,2,0,0,197,58,28,3,36,38,0.23,3.84,1,1,1,0,290,3,32,,, +breweto01,1958,1,BOS,AL,12,12,33,32,10,1,0,682,227,94,21,93,124,0.25,3.72,2,4,8,0,992,1,122,,, +briggjo01,1958,1,CHN,NL,5,5,20,17,3,1,0,287,99,48,12,45,46,0.27,4.52,1,2,1,2,418,2,52,,, +brododi01,1958,1,CLE,AL,1,0,5,0,0,0,0,30,3,0,0,6,12,0.1,0,0,0,0,0,37,1,0,,, +brosnji01,1958,1,CHN,NL,3,4,8,8,2,0,0,155,41,18,3,29,24,0.22,3.14,3,0,0,0,215,0,20,,, +brosnji01,1958,2,SLN,NL,8,4,33,12,2,0,7,345,107,44,10,50,65,0.25,3.44,3,1,1,0,487,14,46,,, +brownha01,1958,1,BAL,AL,7,5,19,17,4,2,1,290,96,33,9,20,44,0.25,3.07,0,1,0,0,396,1,35,,, +buhlbo01,1958,1,ML1,NL,5,2,11,10,3,0,1,219,74,28,5,30,27,0.26,3.45,0,3,1,0,319,1,33,,, +bunniji01,1958,1,DET,AL,14,12,35,34,10,3,0,659,188,86,28,79,177,0.22,3.52,4,5,10,3,923,0,96,,, +burdele01,1958,1,ML1,NL,20,10,40,36,19,3,0,826,279,89,18,50,113,0.26,2.91,7,1,5,0,1122,2,102,,, +burnewa01,1958,1,KC1,AL,1,1,12,4,0,0,0,85,29,11,2,14,11,0.26,3.49,0,1,0,0,125,4,14,,, +burnspe01,1958,1,SFN,NL,0,0,6,1,0,0,0,32,20,8,3,5,4,0.4,6.75,0,0,0,0,55,3,10,,, +buzhajo01,1958,1,CHN,NL,3,0,6,2,1,0,0,73,16,5,2,7,9,0.18,1.85,1,0,0,1,95,1,5,,, +byerlbu01,1958,1,WS1,AL,2,0,17,0,0,0,1,72,34,18,4,11,13,0.34,6.75,2,0,1,0,114,12,20,,, +byerlbu01,1958,2,BOS,AL,1,2,18,0,0,0,0,91,31,6,1,7,16,0.27,1.78,3,0,1,0,128,10,12,,, +cardwdo01,1958,1,PHI,NL,3,6,16,14,3,0,0,323,99,54,16,37,77,0.24,4.51,4,5,2,1,452,1,55,,, +casalje01,1958,1,BOS,AL,0,0,2,0,0,0,0,9,1,0,0,2,3,0.11,0,0,0,0,1,11,2,0,,, +chittne01,1958,1,SLN,NL,0,1,13,2,0,0,0,88,31,21,5,7,13,0.26,6.44,0,2,1,1,127,3,21,,, +churnch01,1958,1,CLE,AL,0,0,6,0,0,0,0,26,12,6,1,5,4,0.34,6.23,0,0,0,1,41,2,7,,, +cicotal01,1958,1,WS1,AL,0,3,8,4,0,0,0,84,36,15,3,14,14,0.31,4.82,0,2,0,0,130,3,18,,, +cicotal01,1958,2,DET,AL,3,1,14,2,0,0,0,129,50,17,1,15,21,0.3,3.56,1,3,0,0,185,3,19,,, +clarkph01,1958,1,SLN,NL,0,1,7,0,0,0,1,23,11,3,2,3,1,0.35,3.52,0,0,0,0,35,3,5,,, +clevete01,1958,1,WS1,AL,9,9,55,4,0,0,6,372,119,60,12,50,70,0.25,4.35,6,2,1,0,535,29,65,,, +colavro01,1958,1,CLE,AL,0,0,1,0,0,0,0,9,0,0,0,3,1,0,0,0,0,0,1,12,1,0,,, +colluja01,1958,1,LAN,NL,0,0,2,0,0,0,0,10,4,3,2,2,0,0.3,8.1,0,0,0,0,15,0,3,,, +conlebo01,1958,1,PHI,NL,0,0,2,2,0,0,0,25,9,7,0,1,0,0.27,7.56,0,1,0,0,36,0,7,,, +conlege01,1958,1,ML1,NL,0,6,26,7,0,0,2,216,89,39,8,17,53,0.3,4.88,1,2,4,0,317,12,44,,, +constji01,1958,1,SFN,NL,1,0,9,0,0,0,1,24,10,5,1,3,4,0.32,5.63,0,0,0,1,35,3,6,,, +constji01,1958,2,CLE,AL,0,1,6,2,0,0,0,28,17,12,1,4,3,0.41,11.57,0,0,1,0,47,1,13,,, +constji01,1958,3,WS1,AL,0,1,15,2,0,0,0,83,29,15,3,15,25,0.27,4.88,0,1,1,0,125,4,15,,, +coxgl01,1958,1,KC1,AL,0,0,2,0,0,0,0,11,6,4,1,3,1,0.4,9.82,0,0,0,0,19,0,4,,, +craddwa01,1958,1,KC1,AL,0,3,23,1,0,0,0,110,41,24,4,20,22,0.28,5.89,0,0,1,0,168,13,25,,, +craigro01,1958,1,LAN,NL,2,1,9,2,1,0,0,96,30,16,3,12,16,0.24,4.5,1,3,0,1,136,1,20,,, +cronera01,1958,1,SFN,NL,1,2,14,1,0,0,0,72,35,18,5,13,7,0.35,6.75,0,3,0,0,116,6,18,,, +daleybu01,1958,1,KC1,AL,3,2,26,5,1,0,0,212,67,26,5,19,39,0.24,3.31,1,4,6,0,297,2,29,,, +daniebe02,1958,1,PIT,NL,0,3,8,5,1,0,0,83,31,17,3,15,7,0.29,5.53,1,0,1,0,127,1,19,,, +davisbo01,1958,1,KC1,AL,0,4,8,4,0,0,0,93,45,27,5,12,22,0.34,7.84,0,1,2,0,145,2,28,,, +delocik01,1958,1,BOS,AL,14,8,31,19,9,1,2,480,155,60,13,56,82,0.25,3.38,6,6,0,1,680,7,66,,, +dicksmu01,1958,1,KC1,AL,9,5,27,9,3,0,1,297,99,36,12,31,46,0.25,3.27,4,0,2,0,424,9,42,,, +dicksmu01,1958,2,NYA,AL,1,2,6,2,0,0,1,61,18,13,4,12,9,0.23,5.75,0,1,1,0,90,1,17,,, +ditmaar01,1958,1,NYA,AL,9,8,38,13,4,0,4,419,124,53,14,38,52,0.23,3.42,2,0,5,0,575,13,71,,, +donovdi01,1958,1,CHA,AL,15,14,34,34,16,4,0,744,240,83,23,53,127,0.25,3.01,5,2,7,0,1030,0,92,,, +drabomo01,1958,1,CHN,NL,9,11,22,20,4,1,0,377,118,63,19,73,77,0.24,4.51,4,0,5,0,569,1,73,,, +drottdi01,1958,1,CHN,NL,7,11,39,31,4,0,0,502,156,101,23,99,127,0.24,5.43,6,9,6,0,763,3,118,,, +drysddo01,1958,1,LAN,NL,12,13,44,29,6,1,0,635,214,98,21,72,131,0.26,4.17,6,8,14,2,913,7,107,,, +durenry01,1958,1,NYA,AL,6,4,44,1,0,0,20,227,40,17,4,43,87,0.15,2.02,1,2,7,0,307,33,20,,, +duserca01,1958,1,KC1,AL,0,0,1,0,0,0,0,6,5,1,0,1,0,0.5,4.5,1,0,0,1,12,0,1,,, +ellswdi01,1958,1,CHN,NL,0,1,1,1,0,0,0,7,4,4,0,3,0,0.36,15.43,0,2,1,0,15,0,4,,, +elstodo01,1958,1,CHN,NL,9,8,69,0,0,0,10,291,75,31,9,39,84,0.21,2.88,10,2,1,1,400,39,35,,, +erickdo01,1958,1,PHI,NL,0,1,9,0,0,0,1,35,11,6,3,9,9,0.24,4.63,1,0,0,0,55,6,7,,, +erskica01,1958,1,LAN,NL,4,4,31,9,2,1,0,295,115,56,14,35,54,0.29,5.13,3,6,0,0,436,11,61,,, +facero01,1958,1,PIT,NL,5,2,57,0,0,0,20,252,77,27,6,22,47,0.24,2.89,6,2,0,0,341,40,30,,, +farretu01,1958,1,PHI,NL,8,9,54,0,0,0,11,282,84,35,7,40,73,0.24,3.35,7,3,0,0,400,35,41,,, +ferrado01,1958,1,CLE,AL,3,4,28,10,2,0,1,284,91,39,5,46,62,0.25,3.71,2,2,1,0,413,4,45,,, +fischbi01,1958,1,CHA,AL,2,3,17,3,0,0,0,109,43,27,6,13,16,0.3,6.69,1,1,0,0,161,5,28,,, +fischbi01,1958,2,DET,AL,2,4,22,0,0,0,2,92,46,26,6,13,16,0.36,7.63,2,3,0,0,146,13,34,,, +fischbi01,1958,3,WS1,AL,0,3,3,3,0,0,0,63,24,9,1,5,10,0.32,3.86,1,0,1,0,86,0,9,,, +fitzgjo03,1958,1,SFN,NL,0,0,1,1,0,0,0,9,1,1,1,1,3,0.11,3,0,0,0,0,10,0,1,,, +flanito01,1958,1,SLN,NL,0,0,1,0,0,0,0,3,2,1,1,1,0,0.5,9,0,0,0,0,5,1,1,,, +fodgege01,1958,1,CHN,NL,1,1,16,4,1,0,0,119,47,21,5,11,15,0.29,4.76,3,1,0,0,175,7,22,,, +fordwh01,1958,1,NYA,AL,14,7,30,29,15,7,1,658,174,49,14,62,145,0.21,2.01,3,5,3,1,872,1,62,,, +fornimi01,1958,1,BOS,AL,4,6,37,7,1,0,1,332,123,61,10,33,49,0.28,4.96,0,2,6,0,481,11,62,,, +foytapa01,1958,1,DET,AL,15,13,39,33,16,2,1,690,198,88,23,77,135,0.23,3.44,1,2,3,0,944,4,98,,, +freemhe01,1958,1,CIN,NL,0,0,3,0,0,0,0,23,4,3,0,5,7,0.15,3.52,0,1,0,1,32,0,3,,, +freemhe01,1958,2,CHN,NL,0,1,9,0,0,0,0,39,23,12,3,3,7,0.35,8.31,0,0,0,0,69,3,13,,, +frienbo01,1958,1,PIT,NL,22,14,38,38,16,1,0,822,299,112,25,61,135,0.28,3.68,11,4,4,1,1146,0,120,,, +garcimi01,1958,1,CLE,AL,1,0,6,1,0,0,0,24,15,8,2,7,2,0.39,9,0,0,1,0,46,0,10,,, +garvene01,1958,1,KC1,AL,12,11,31,28,10,3,1,603,192,90,24,66,72,0.24,4.03,8,2,2,0,864,3,97,,, +geigega01,1958,1,CLE,AL,0,0,1,0,0,0,0,6,2,2,0,1,2,0.28,9,0,1,0,0,9,1,2,,, +giallbo01,1958,1,LAN,NL,1,1,6,5,0,0,0,79,29,11,3,15,14,0.28,3.76,0,3,0,1,120,1,14,,, +gielpa01,1958,1,SFN,NL,4,5,29,9,0,0,0,276,89,48,12,55,55,0.25,4.7,4,2,2,2,410,7,56,,, +gomezru01,1958,1,SFN,NL,10,12,42,30,8,1,1,623,204,101,21,77,112,0.26,4.38,3,3,8,0,884,6,107,,, +gormato02,1958,1,KC1,AL,4,4,50,1,0,0,8,269,86,35,8,20,44,0.25,3.51,0,2,3,0,357,24,41,,, +grantmu01,1958,1,CLE,AL,10,11,44,28,11,1,4,612,173,87,20,104,111,0.22,3.84,5,4,1,0,883,9,93,,, +grayjo01,1958,1,PHI,NL,0,0,15,0,0,0,0,52,12,8,3,14,10,0.22,4.15,3,0,0,0,73,6,9,,, +griggha01,1958,1,WS1,AL,3,11,32,21,3,0,0,411,138,84,20,74,69,0.26,5.52,1,8,2,0,611,5,91,,, +grimbo01,1958,1,NYA,AL,0,1,11,0,0,0,0,49,12,10,3,10,11,0.21,5.51,0,0,1,0,70,6,10,,, +grimbo01,1958,2,KC1,AL,7,6,26,14,5,1,0,341,118,45,7,41,54,0.26,3.56,4,1,3,0,490,5,54,,, +grissma01,1958,1,SFN,NL,7,5,51,0,0,0,10,196,71,29,11,26,46,0.28,3.99,7,3,5,0,285,35,34,,, +grossdo01,1958,1,PIT,NL,5,7,40,3,0,0,7,224,67,33,5,38,59,0.24,3.98,7,3,1,0,324,23,37,,, +hackewa02,1958,1,PHI,NL,0,1,9,1,0,0,0,51,24,14,2,8,4,0.32,7.41,1,0,0,0,81,2,17,,, +haddiha01,1958,1,CIN,NL,8,7,29,26,8,1,0,552,191,72,28,43,110,0.26,3.52,7,1,7,0,773,2,79,,, +harshja01,1958,1,BAL,AL,12,15,34,29,17,3,4,709,204,76,20,75,161,0.23,2.89,1,8,3,0,975,5,89,,, +haydele01,1958,1,CIN,NL,0,0,3,0,0,0,0,11,5,2,0,1,3,0.31,4.91,0,0,0,0,17,1,2,,, +hearnji01,1958,1,PHI,NL,5,3,39,1,0,0,0,220,88,34,6,27,33,0.29,4.17,6,2,0,0,335,11,45,,, +henrybi01,1958,1,CHN,NL,5,4,44,0,0,0,6,244,63,26,8,17,58,0.21,2.88,6,0,1,0,314,18,27,,, +herbera01,1958,1,KC1,AL,8,8,42,16,5,0,3,525,161,68,20,55,108,0.24,3.5,3,4,4,0,720,8,76,,, +hillmda01,1958,1,CHN,NL,4,8,31,16,3,0,1,377,132,44,12,31,65,0.26,3.15,4,1,0,0,540,4,57,,, +hobbigl01,1958,1,CHN,NL,10,6,55,16,2,1,2,505,163,70,13,93,91,0.25,3.74,8,7,7,0,755,21,80,,, +hoeftbi01,1958,1,DET,AL,10,9,36,21,6,0,3,429,148,66,15,49,94,0.26,4.15,3,3,1,0,615,9,70,,, +hookja01,1958,1,CIN,NL,0,1,1,1,0,0,0,9,3,4,2,2,5,0.25,12,0,0,0,0,14,0,4,,, +howeldi01,1958,1,CHA,AL,0,0,1,0,0,0,0,5,0,0,0,0,0,0,0,0,0,0,0,4,0,0,,, +hydedi01,1958,1,WS1,AL,10,3,53,0,0,0,18,309,82,20,1,35,49,0.22,1.75,7,2,2,0,416,44,26,,, +jacksla01,1958,1,SLN,NL,13,13,49,23,11,1,8,594,211,81,21,51,124,0.27,3.68,11,7,10,1,846,16,93,,, +jamesjo01,1958,1,NYA,AL,0,0,1,0,0,0,0,9,2,0,0,4,1,0.25,0,0,0,0,0,12,1,0,,, +jayjo01,1958,1,ML1,NL,7,5,18,12,6,3,0,290,60,23,8,43,74,0.17,2.14,3,2,1,0,387,2,25,,, +jeffcha01,1958,1,CIN,NL,6,8,49,0,0,0,9,225,76,31,8,26,35,0.26,3.72,8,0,2,0,324,34,34,,, +johnsco01,1958,1,BAL,AL,6,9,26,17,4,0,1,355,116,51,13,32,68,0.26,3.88,3,2,0,0,487,2,58,,, +johnsdo03,1958,1,SFN,NL,0,1,17,0,0,0,1,69,31,16,2,8,14,0.32,6.26,1,2,2,0,108,6,19,,, +johnser02,1958,1,ML1,NL,3,1,15,0,0,0,1,70,35,21,4,10,13,0.35,8.1,3,1,1,0,114,6,21,,, +johnske02,1958,1,KC1,AL,0,0,2,0,0,0,0,7,6,7,1,3,1,0.42,27,0,0,0,0,17,0,7,,, +jonesgo01,1958,1,SFN,NL,3,1,11,1,0,0,1,91,33,8,2,5,8,0.28,2.37,1,0,1,1,125,4,11,,, +jonessa02,1958,1,SLN,NL,14,13,35,35,14,2,0,750,204,80,23,107,225,0.22,2.88,5,7,6,0,1041,0,95,,, +keegabo01,1958,1,CHA,AL,0,2,14,2,0,0,0,89,44,20,9,18,8,0.35,6.07,4,1,0,0,145,4,25,,, +kellnal01,1958,1,KC1,AL,0,2,7,6,0,0,0,101,40,22,5,8,22,0.31,5.88,0,0,0,0,136,0,24,,, +kellnal01,1958,2,CIN,NL,7,3,18,7,4,0,0,246,74,21,8,20,42,0.24,2.3,1,1,3,0,331,3,24,,, +kellybo01,1958,1,CIN,NL,0,0,2,1,0,0,0,6,3,1,0,3,1,0.5,4.5,1,0,0,0,11,1,1,,, +kellybo01,1958,2,CLE,AL,0,2,13,3,0,0,0,83,29,16,4,13,12,0.28,5.2,0,1,1,0,119,2,18,,, +kemmeru01,1958,1,WS1,AL,6,15,40,30,6,0,0,673,234,115,25,74,111,0.27,4.61,5,7,4,1,968,2,122,,, +kielyle01,1958,1,BOS,AL,5,2,47,0,0,0,12,243,77,27,3,18,26,0.25,3,3,0,2,0,332,35,31,,, +kippfr01,1958,1,LAN,NL,6,6,40,9,0,0,0,307,107,57,16,45,58,0.27,5.01,7,4,1,0,443,8,60,,, +klinero01,1958,1,PIT,NL,13,16,32,32,11,2,0,712,220,93,25,92,109,0.25,3.53,14,3,0,0,986,0,96,,, +klippjo01,1958,1,CIN,NL,3,2,12,4,0,0,1,99,37,18,5,14,22,0.28,4.91,1,4,1,0,147,5,20,,, +klippjo01,1958,2,LAN,NL,3,5,45,0,0,0,9,270,81,38,12,44,73,0.24,3.8,8,5,2,0,381,22,40,,, +koufasa01,1958,1,LAN,NL,11,11,40,26,5,0,1,476,132,79,19,105,131,0.22,4.48,6,17,1,0,714,7,89,,, +kucksjo01,1958,1,NYA,AL,8,8,34,15,4,1,4,378,132,55,14,39,46,0.26,3.93,2,1,6,0,544,8,67,,, +labincl01,1958,1,LAN,NL,6,6,52,2,0,0,14,312,112,48,8,33,43,0.28,4.15,8,3,1,0,440,35,55,,, +larsedo01,1958,1,NYA,AL,9,6,19,19,5,3,0,343,100,39,4,52,55,0.23,3.07,3,0,4,0,491,0,43,,, +laryfr01,1958,1,DET,AL,16,15,39,34,19,3,1,781,249,84,20,68,131,0.25,2.9,4,4,12,0,1085,4,91,,, +latmaba01,1958,1,CHA,AL,3,0,13,3,1,1,0,143,27,4,1,17,28,0.16,0.76,0,1,1,0,188,3,7,,, +lawrebr01,1958,1,CIN,NL,8,13,46,23,6,2,5,543,194,83,12,55,74,0.27,4.13,7,1,4,0,773,13,89,,, +lawve01,1958,1,PIT,NL,14,12,35,29,6,1,3,607,235,89,16,39,56,0.29,3.96,5,1,1,0,854,5,103,,, +leedo01,1958,1,DET,AL,0,0,1,0,0,0,0,6,1,2,1,1,0,0.14,9,0,0,1,0,9,1,2,,, +lehmake01,1958,1,BAL,AL,2,1,31,1,1,0,0,186,64,24,5,18,36,0.27,3.48,4,1,2,0,263,16,26,,, +lemonbo01,1958,1,CLE,AL,0,1,11,1,0,0,0,76,41,15,3,16,8,0.37,5.33,2,1,1,0,128,4,15,,, +lipetan01,1958,1,PHI,NL,0,0,4,0,0,0,0,12,6,5,1,0,1,0.35,11.25,0,0,1,0,18,2,5,,, +littldi01,1958,1,ML1,NL,0,1,4,0,0,0,1,19,7,3,2,1,7,0.28,4.26,0,0,1,0,27,2,5,,, +loesbi01,1958,1,BAL,AL,3,9,32,10,1,0,5,342,106,46,10,44,44,0.25,3.63,5,4,8,0,487,15,51,,, +lowntu01,1958,1,CHN,NL,0,0,4,0,0,0,0,12,2,2,0,3,4,0.15,4.5,0,0,0,0,16,1,2,,, +lowntu01,1958,2,CIN,NL,0,2,11,0,0,0,0,35,12,7,2,12,9,0.27,5.4,2,0,0,0,57,4,8,,, +lowntu01,1958,3,CHA,AL,3,3,27,0,0,0,8,122,49,18,1,28,40,0.3,3.98,4,2,0,0,195,15,22,,, +lumenra01,1958,1,WS1,AL,1,2,8,4,0,0,0,63,21,20,2,36,20,0.26,8.57,0,5,1,0,117,1,20,,, +maasdu01,1958,1,KC1,AL,4,5,10,7,3,1,1,166,49,24,3,13,19,0.24,3.9,0,1,1,0,220,3,25,,, +maasdu01,1958,2,NYA,AL,7,3,22,13,2,1,0,304,93,43,9,36,50,0.24,3.82,0,2,2,0,428,2,51,,, +mabebo01,1958,1,SLN,NL,3,9,31,13,4,0,0,335,113,56,11,41,74,0.26,4.51,6,7,4,0,487,4,66,,, +maglisa01,1958,1,NYA,AL,1,1,7,3,0,0,0,70,27,12,3,9,7,0.3,4.63,2,0,0,0,101,4,12,,, +maglisa01,1958,2,SLN,NL,2,6,10,10,2,0,0,159,46,28,14,25,21,0.23,4.75,2,0,2,0,230,0,31,,, +martimo01,1958,1,SLN,NL,3,1,17,0,0,0,0,74,19,13,3,12,16,0.21,4.74,0,0,2,1,104,3,13,,, +martimo01,1958,2,CLE,AL,2,0,14,0,0,0,1,56,20,5,0,8,5,0.29,2.41,0,1,0,0,80,8,7,,, +masonha01,1958,1,PHI,NL,0,0,1,0,0,0,0,15,7,6,0,2,3,0.36,10.8,0,0,1,0,24,0,7,,, +maurira01,1958,1,LAN,NL,1,1,3,2,0,0,0,35,10,6,1,8,11,0.23,4.63,0,1,0,1,51,0,6,,, +mayered02,1958,1,CHN,NL,2,2,19,0,0,0,1,71,15,10,0,16,14,0.19,3.8,1,0,3,0,100,4,12,,, +mccormi03,1958,1,SFN,NL,11,8,42,28,8,2,1,535,192,91,19,60,82,0.27,4.59,6,6,3,0,773,5,103,,, +mcdanli01,1958,1,SLN,NL,5,7,26,17,2,1,0,326,139,70,17,31,47,0.3,5.8,2,3,2,1,492,6,76,,, +mcdanvo01,1958,1,SLN,NL,0,0,2,1,0,0,0,6,5,3,0,5,0,0.5,13.5,0,0,0,1,16,0,3,,, +mcdermi03,1958,1,DET,AL,0,0,2,0,0,0,0,6,6,2,0,2,0,0.5,9,0,1,0,0,14,0,4,,, +mcdevda01,1958,1,LAN,NL,2,6,13,10,2,0,0,145,71,40,6,31,26,0.35,7.45,1,7,0,0,238,3,43,,, +mcdonji04,1958,1,CHA,AL,0,0,3,0,0,0,0,7,6,5,1,4,0,0.42,19.29,0,0,0,0,18,0,8,,, +mcilwst01,1958,1,CHA,AL,0,0,1,1,0,0,0,12,4,1,1,0,4,0.25,2.25,0,0,0,0,16,0,1,,, +mclisca01,1958,1,CLE,AL,16,8,39,30,13,0,1,677,214,75,25,70,97,0.25,2.99,4,4,1,0,941,1,92,,, +mcmahdo02,1958,1,ML1,NL,7,2,38,0,0,0,8,176,50,24,4,29,37,0.23,3.68,5,1,2,0,250,28,25,,, +meyerja01,1958,1,PHI,NL,3,6,37,5,1,0,2,271,77,36,8,33,87,0.23,3.59,3,7,1,0,374,16,38,,, +millebo02,1958,1,PHI,NL,1,1,17,0,0,0,0,67,36,29,7,9,9,0.36,11.69,2,1,0,0,113,4,30,,, +millest01,1958,1,SFN,NL,6,9,41,20,4,1,0,546,160,50,16,49,119,0.23,2.47,3,2,2,1,744,7,60,,, +mizelvi01,1958,1,SLN,NL,10,14,30,29,8,2,0,569,178,72,17,91,80,0.25,3.42,9,1,2,0,820,0,81,,, +moellro01,1958,1,BAL,AL,0,0,4,0,0,0,0,13,6,2,0,3,3,0.33,4.15,0,0,0,0,21,1,2,,, +moforhe01,1958,1,DET,AL,4,9,25,11,6,0,1,329,83,44,10,42,58,0.21,3.61,6,2,9,0,448,4,45,,, +monbobi01,1958,1,BOS,AL,3,4,10,8,3,0,0,163,52,20,4,20,30,0.25,3.31,4,1,0,0,231,1,25,,, +monroza01,1958,1,NYA,AL,4,2,21,6,1,0,1,174,57,21,8,27,18,0.26,3.26,1,0,0,0,250,10,29,,, +monzara01,1958,1,SFN,NL,8,11,43,16,4,1,1,452,160,79,21,57,93,0.27,4.72,5,4,6,0,663,10,89,,, +moorera02,1958,1,CHA,AL,9,7,32,20,4,2,2,410,107,58,10,70,73,0.22,3.82,2,6,0,3,570,9,63,,, +morehse01,1958,1,PHI,NL,1,6,27,11,0,0,0,277,121,60,8,26,54,0.31,5.85,3,2,1,1,416,8,67,,, +morgato01,1958,1,DET,AL,2,5,39,1,0,0,1,188,70,22,7,4,32,0.28,3.16,0,0,1,0,256,11,28,,, +mossido01,1958,1,CLE,AL,7,8,43,5,0,0,3,305,106,44,6,30,55,0.26,3.9,6,1,4,0,441,24,49,,, +muffebi01,1958,1,SLN,NL,4,6,35,6,1,0,5,252,107,46,11,42,41,0.31,4.93,9,0,5,0,396,17,52,,, +narlera01,1958,1,CLE,AL,13,10,44,24,7,0,1,550,179,83,21,91,102,0.25,4.07,10,6,3,2,806,11,87,,, +negraro01,1958,1,LAN,NL,0,0,4,0,0,0,0,34,12,9,4,7,2,0.27,7.15,0,1,0,1,51,1,9,,, +newcodo01,1958,1,LAN,NL,0,6,11,8,1,0,0,103,53,30,11,8,16,0.34,7.86,1,0,0,0,163,2,37,,, +newcodo01,1958,2,CIN,NL,7,7,20,18,7,0,1,400,159,57,20,28,53,0.29,3.85,4,2,1,0,571,2,61,,, +nichodo02,1958,1,CHN,NL,0,4,24,0,0,0,1,124,46,23,1,16,9,0.29,5.01,2,1,1,0,179,7,27,,, +nixonwi01,1958,1,BOS,AL,1,7,10,8,2,0,0,130,48,29,7,11,15,0.28,6.02,0,1,0,0,187,0,30,,, +nuxhajo01,1958,1,CIN,NL,12,11,36,26,5,0,0,527,169,74,15,63,111,0.25,3.79,5,3,1,0,735,5,78,,, +obrieed01,1958,1,PIT,NL,0,0,1,0,0,0,0,6,4,3,1,1,1,0.44,13.5,0,0,0,0,10,1,3,,, +obriejo03,1958,2,SLN,NL,0,0,1,0,0,0,0,6,7,5,0,2,2,0.53,22.5,0,0,0,0,15,1,5,,, +odellbi01,1958,1,BAL,AL,14,11,41,25,12,3,8,664,201,73,13,51,137,0.24,2.97,6,2,4,1,913,12,83,,, +otoolji01,1958,1,CIN,NL,0,1,1,1,0,0,0,21,4,1,0,5,4,0.15,1.29,0,0,0,0,31,0,2,,, +owensji01,1958,1,PHI,NL,1,0,1,1,0,0,0,21,4,2,1,5,3,0.15,2.57,0,2,0,0,31,0,4,,, +paineph01,1958,1,SLN,NL,5,1,46,0,0,0,1,220,70,29,7,31,45,0.25,3.56,4,0,5,1,314,22,33,,, +pappami01,1958,1,BAL,AL,10,10,31,21,3,0,0,406,135,61,8,48,72,0.26,4.06,1,6,2,1,574,4,67,,, +pascuca02,1958,1,WS1,AL,8,12,31,27,6,2,0,532,166,62,14,60,146,0.24,3.15,2,3,3,2,742,3,66,,, +penaor01,1958,1,CIN,NL,1,0,9,0,0,0,3,45,10,1,0,4,11,0.18,0.6,1,0,0,0,60,7,1,,, +perezge01,1958,1,PIT,NL,0,1,4,0,0,0,1,25,9,5,1,4,2,0.3,5.4,0,3,0,0,35,1,5,,, +phillta01,1958,1,CHN,NL,7,10,39,27,5,1,1,511,178,90,22,79,102,0.26,4.76,5,8,6,3,761,4,102,,, +piercbi02,1958,1,CHA,AL,17,11,35,32,19,3,2,735,204,73,33,66,144,0.22,2.68,2,1,1,0,983,3,83,,, +pizarju01,1958,1,ML1,NL,6,4,16,10,7,1,1,290,75,29,12,47,84,0.21,2.7,0,6,4,1,408,4,36,,, +podrejo01,1958,1,LAN,NL,13,15,39,31,10,2,1,631,208,87,27,78,143,0.26,3.72,8,4,2,3,890,4,96,,, +portebo01,1958,1,BOS,AL,0,0,2,0,0,0,0,12,3,2,1,0,1,0.21,4.5,0,0,0,0,15,1,2,,, +portebo01,1958,2,PIT,NL,4,6,37,6,2,1,5,263,78,32,7,19,39,0.24,3.29,3,2,1,0,352,10,33,,, +portoar01,1958,1,BAL,AL,15,11,32,27,10,3,2,614,173,74,17,57,90,0.22,3.25,3,0,3,1,826,4,81,,, +preskjo01,1958,1,DET,AL,0,0,7,0,0,0,2,32,13,4,0,1,6,0.31,3.38,0,0,0,0,43,6,4,,, +purkebo01,1958,1,CIN,NL,17,11,37,34,17,3,0,750,259,100,25,49,70,0.26,3.6,3,1,4,0,1040,2,106,,, +qualtto01,1958,1,PHI,NL,0,0,1,0,0,0,0,6,2,1,0,1,0,0.22,4.5,0,0,0,0,10,0,1,,, +qualtto01,1958,2,CHA,AL,0,0,26,0,0,0,0,129,45,20,1,20,14,0.28,4.19,4,4,0,0,184,10,22,,, +rabech01,1958,1,CIN,NL,0,3,9,1,0,0,0,56,25,9,3,9,10,0.32,4.34,0,0,0,0,87,1,10,,, +ramospe01,1958,1,WS1,AL,14,18,43,37,10,4,3,778,277,122,38,77,132,0.27,4.23,9,4,5,1,1112,5,133,,, +raydocu01,1958,1,PIT,NL,8,4,31,20,2,1,1,403,118,54,18,61,85,0.23,3.62,4,3,5,1,573,5,64,,, +reedho01,1958,1,KC1,AL,1,0,3,1,1,0,0,31,5,1,0,4,5,0.13,0.87,0,0,0,0,42,1,1,,, +ridzist01,1958,1,CLE,AL,0,2,6,0,0,0,0,26,9,2,1,5,6,0.25,2.08,2,1,0,0,41,2,7,,, +roberro01,1958,1,PHI,NL,17,14,35,34,21,1,0,809,270,97,30,51,130,0.25,3.24,5,2,2,0,1116,0,112,,, +robinhu01,1958,1,ML1,NL,2,4,19,0,0,0,1,125,30,14,4,13,26,0.2,3.02,2,0,2,2,166,11,15,,, +rodrifr01,1958,1,CHN,NL,0,0,7,0,0,0,2,22,8,6,2,5,5,0.26,7.36,0,0,1,0,36,3,6,,, +roebued01,1958,1,LAN,NL,0,1,32,0,0,0,5,132,45,17,9,15,26,0.27,3.48,3,1,2,1,188,13,22,,, +romonjo01,1958,1,WS1,AL,2,4,18,5,1,0,0,166,52,40,6,28,38,0.24,6.51,4,1,0,0,247,4,42,,, +rudoldo01,1958,1,CHA,AL,1,0,7,0,0,0,1,21,4,2,0,5,2,0.19,2.57,1,0,0,0,26,6,2,,, +rushbo01,1958,1,ML1,NL,10,6,28,20,5,2,0,442,142,56,13,31,84,0.25,3.42,7,0,1,0,600,1,59,,, +sanfoja02,1958,1,PHI,NL,10,13,38,27,7,2,0,559,197,92,15,81,106,0.27,4.44,6,3,3,0,819,4,103,,, +schmiwi01,1958,1,CIN,NL,3,5,41,2,0,0,0,208,60,22,8,33,41,0.23,2.86,7,1,1,0,302,18,29,,, +schroal01,1958,1,BOS,AL,0,0,5,0,0,0,0,30,6,5,1,4,7,0.17,4.5,0,0,0,0,39,1,5,,, +scorehe01,1958,1,CLE,AL,2,3,12,5,2,1,3,123,29,18,1,34,48,0.19,3.95,1,1,0,0,182,4,19,,, +semprra01,1958,1,PHI,NL,13,11,36,30,12,2,0,613,211,89,25,58,92,0.26,3.92,1,5,6,0,872,3,105,,, +shantbo01,1958,1,NYA,AL,7,6,33,13,3,0,0,378,127,47,8,35,80,0.26,3.36,7,3,2,1,531,7,52,,, +shawbo01,1958,1,DET,AL,1,2,11,2,0,0,0,80,32,15,2,13,17,0.3,5.06,1,1,0,0,124,2,16,,, +shawbo01,1958,2,CHA,AL,4,2,29,3,0,0,1,192,67,33,8,28,18,0.27,4.64,3,3,2,0,280,8,33,,, +sherrla01,1958,1,LAN,NL,0,0,5,0,0,0,0,13,10,6,0,7,2,0.47,12.46,1,1,1,0,29,1,7,,, +shipljo01,1958,1,SFN,NL,0,0,1,0,0,0,0,4,3,5,0,3,0,0.42,33.75,0,1,2,0,12,0,5,,, +simmocu01,1958,1,PHI,NL,7,14,29,27,7,1,1,505,196,82,11,40,78,0.29,4.38,4,4,3,1,727,2,92,,, +singlel01,1958,1,CHN,NL,1,0,2,0,0,0,0,14,1,0,0,1,2,0.07,0,1,0,0,0,15,2,0,,, +sisleda01,1958,1,BOS,AL,8,9,30,25,4,1,0,448,157,82,22,79,71,0.27,4.94,2,6,1,2,666,2,94,,, +sleatlo01,1958,1,DET,AL,0,0,4,0,0,0,0,16,3,4,2,6,4,0.15,6.75,0,0,0,0,25,2,4,,, +sleatlo01,1958,2,BAL,AL,1,0,6,0,0,0,0,21,14,10,0,2,5,0.43,12.86,0,0,0,0,35,4,10,,, +smithbi04,1958,1,SLN,NL,0,1,2,1,0,0,0,29,12,7,0,4,4,0.32,6.52,0,0,0,0,42,1,7,,, +smithbo03,1958,1,PIT,NL,2,2,35,4,0,0,1,183,61,30,6,31,24,0.26,4.43,7,3,2,0,274,9,39,,, +smithbo05,1958,1,BOS,AL,4,3,17,7,1,0,0,200,61,28,4,45,43,0.24,3.78,2,4,0,0,297,4,32,,, +solisma01,1958,1,CHN,NL,3,3,15,4,0,0,0,156,74,35,5,20,15,0.33,6.06,1,2,4,0,244,3,41,,, +spahnwa01,1958,1,ML1,NL,22,11,38,36,23,2,1,870,257,99,29,76,150,0.23,3.07,7,2,2,1,1176,1,106,,, +spencge01,1958,1,DET,AL,1,0,7,0,0,0,0,30,11,3,0,4,5,0.28,2.7,0,0,0,0,44,2,4,,, +sprinja01,1958,1,WS1,AL,0,0,3,1,0,0,0,21,16,11,1,7,1,0.45,14.14,3,0,0,0,43,2,11,,, +stalege01,1958,1,CHA,AL,4,5,50,0,0,0,8,256,81,30,10,24,27,0.25,3.16,3,3,0,0,349,28,36,,, +stobbch01,1958,1,WS1,AL,2,6,19,8,0,0,0,170,87,38,7,16,23,0.36,6.04,0,3,2,0,268,4,44,,, +stobbch01,1958,2,SLN,NL,1,3,17,0,0,0,1,119,40,16,4,14,25,0.26,3.63,1,1,0,0,171,7,16,,, +sturdto01,1958,1,NYA,AL,3,6,15,10,0,0,0,212,77,33,6,38,41,0.27,4.2,0,2,3,0,325,2,37,,, +sullifr01,1958,1,BOS,AL,13,9,32,29,10,2,3,598,216,79,12,49,103,0.27,3.57,0,2,3,1,836,3,91,,, +suscege02,1958,1,BOS,AL,0,0,2,0,0,0,0,6,6,4,1,1,0,0.6,18,0,0,0,0,12,1,4,,, +suscege02,1958,2,DET,AL,4,3,27,10,2,0,1,272,90,37,7,26,42,0.25,3.67,1,2,3,1,385,7,45,,, +terryra01,1958,1,KC1,AL,11,13,40,33,8,3,2,650,217,102,29,61,134,0.26,4.24,4,3,2,0,906,3,111,,, +tomandi01,1958,1,CLE,AL,2,3,18,6,2,0,0,173,61,36,8,28,42,0.27,5.62,2,3,2,0,254,3,37,,, +tomandi01,1958,2,KC1,AL,5,5,36,2,1,0,5,217,69,29,5,28,50,0.25,3.61,3,6,0,0,305,22,34,,, +troskha02,1958,1,CHA,AL,1,0,2,0,0,0,0,9,5,2,0,2,1,0.38,6,0,0,0,0,15,0,3,,, +trowbbo01,1958,1,ML1,NL,1,3,27,4,0,0,1,165,53,24,4,26,31,0.25,3.93,3,0,1,0,242,12,26,,, +truckvi01,1958,1,KC1,AL,0,1,16,0,0,0,3,66,18,5,2,15,15,0.22,2.05,1,0,0,0,98,12,7,,, +truckvi01,1958,2,NYA,AL,2,1,25,0,0,0,1,119,40,20,1,24,26,0.26,4.54,0,2,2,0,185,13,24,,, +tsitojo01,1958,1,KC1,AL,0,0,1,1,0,0,0,9,2,1,0,2,1,0.18,3,0,1,0,0,13,0,1,,, +turlebo01,1958,1,NYA,AL,21,7,33,31,19,6,1,736,178,81,24,128,168,0.2,2.97,2,6,8,0,1013,1,82,,, +urbanja01,1958,1,KC1,AL,8,11,30,24,5,1,1,396,150,87,17,51,54,0.28,5.93,1,5,2,0,589,3,92,,, +valenvi01,1958,1,DET,AL,1,0,15,0,0,0,2,56,18,7,4,5,10,0.25,3.38,0,0,1,0,77,9,7,,, +valenvi01,1958,2,WS1,AL,4,6,23,10,2,0,0,287,106,54,16,49,33,0.28,5.08,7,2,2,1,427,4,54,,, +walkeje01,1958,1,BAL,AL,0,0,6,0,0,0,0,31,16,8,2,5,6,0.34,6.97,0,1,0,0,52,2,8,,, +wallmu01,1958,1,BOS,AL,8,9,52,1,0,0,10,343,109,46,14,33,53,0.25,3.62,4,0,5,1,482,29,51,,, +wehmehe01,1958,1,SLN,NL,0,1,3,3,0,0,0,18,13,9,2,2,4,0.44,13.5,0,0,0,0,31,0,9,,, +wehmehe01,1958,2,DET,AL,1,0,7,3,0,0,0,68,21,6,2,5,11,0.24,2.38,0,0,0,0,93,2,8,,, +wieante01,1958,1,CIN,NL,0,0,1,0,0,0,0,6,4,2,1,0,2,0.4,9,0,0,0,0,10,0,2,,, +wieslbo01,1958,1,WS1,AL,0,0,4,0,0,0,0,28,14,7,2,5,5,0.35,6.75,0,3,1,0,46,0,8,,, +wightbi01,1958,1,CIN,NL,0,1,7,0,0,0,0,20,7,3,1,4,5,0.29,4.05,0,0,0,0,28,2,4,,, +wightbi01,1958,2,SLN,NL,3,0,28,1,1,0,2,172,64,32,7,32,18,0.29,5.02,1,6,0,0,263,11,35,,, +wilheho01,1958,1,CLE,AL,2,7,30,6,1,0,5,271,70,25,4,35,57,0.21,2.49,2,2,1,0,371,16,32,,, +wilheho01,1958,2,BAL,AL,1,3,9,4,3,1,0,122,25,9,2,10,35,0.17,1.99,2,0,1,2,155,1,9,,, +willeca01,1958,1,ML1,NL,9,7,23,19,9,4,0,420,110,42,14,53,74,0.21,2.7,4,3,2,0,573,0,44,,, +willido01,1958,1,PIT,NL,0,0,2,0,0,0,0,12,6,3,1,1,3,0.37,6.75,0,1,0,0,17,1,3,,, +willist02,1958,1,LAN,NL,9,7,27,21,3,2,0,357,99,53,10,65,80,0.22,4.01,1,5,7,0,516,2,58,,, +wilsodu01,1958,1,BOS,AL,0,0,2,2,0,0,0,19,10,4,0,7,3,0.4,5.68,1,0,0,0,34,0,5,,, +wilsoji02,1958,1,CHA,AL,9,9,28,23,4,1,1,467,156,71,21,63,70,0.26,4.1,8,1,1,0,661,3,75,,, +wittge01,1958,1,PIT,NL,9,2,18,15,5,3,0,318,78,19,2,59,81,0.2,1.61,3,5,2,0,442,0,22,,, +woodeha01,1958,1,CLE,AL,6,6,14,9,3,0,0,215,71,29,4,25,27,0.26,3.64,0,1,6,1,303,3,32,,, +worthal01,1958,1,SFN,NL,11,7,54,12,1,0,6,454,152,61,17,57,76,0.25,3.63,6,3,2,0,666,17,72,,, +wynnea01,1958,1,CHA,AL,14,16,40,34,11,4,2,719,214,110,27,104,179,0.24,4.13,3,3,6,0,1016,6,115,,, +zannido01,1958,1,SFN,NL,1,0,1,0,0,0,0,12,7,1,1,1,3,0.41,2.25,0,0,0,0,18,0,1,,, +zuverge01,1958,1,BAL,AL,2,2,45,0,0,0,7,207,74,26,4,17,22,0.28,3.39,3,2,6,0,294,23,29,,, +ackerto01,1959,1,CIN,NL,1,2,37,0,0,0,2,190,57,29,10,37,45,0.24,4.12,5,1,4,0,277,11,31,,, +aguirha01,1959,1,DET,AL,0,0,3,0,0,0,0,8,4,1,0,3,3,0.36,3.38,0,0,0,0,14,2,1,,, +anderbo01,1959,1,CHN,NL,12,13,37,36,7,1,0,706,245,108,21,77,113,0.27,4.13,3,4,5,3,1004,1,117,,, +antonjo02,1959,1,SFN,NL,19,10,40,38,17,4,1,846,247,97,29,76,165,0.23,3.1,6,1,3,0,1150,1,107,,, +ariasru01,1959,1,CHA,AL,2,0,34,0,0,0,2,132,49,20,7,20,28,0.27,4.09,7,0,1,0,200,13,23,,, +arroylu01,1959,1,CIN,NL,1,0,10,0,0,0,0,41,17,6,0,11,8,0.32,3.95,3,2,0,0,72,5,11,,, +baileji01,1959,1,CIN,NL,0,1,3,1,0,0,0,35,17,8,1,6,7,0.33,6.17,1,0,1,0,58,0,8,,, +bambege01,1959,1,BAL,AL,0,0,3,1,0,0,1,25,15,7,1,2,2,0.4,7.56,0,1,0,0,39,1,7,,, +barclcu01,1959,1,SFN,NL,0,0,1,0,0,0,0,1,2,2,0,2,0,0.5,54,0,0,0,0,6,0,5,,, +baumafr01,1959,1,BOS,AL,6,4,26,10,2,0,1,287,96,43,11,55,48,0.25,4.05,3,2,1,0,432,8,47,,, +bellga01,1959,1,CLE,AL,16,11,44,28,12,1,5,702,208,105,28,105,136,0.23,4.04,4,8,5,1,1005,11,107,,, +blackro01,1959,1,PIT,NL,1,1,26,0,0,0,1,133,50,18,5,15,19,0.28,3.65,4,0,2,0,199,9,21,,, +blaylbo01,1959,1,SLN,NL,0,1,3,1,0,0,0,27,8,4,1,3,3,0.22,4,0,0,0,0,38,0,5,,, +blaylga01,1959,1,SLN,NL,4,5,26,12,3,0,0,300,117,57,14,43,61,0.29,5.13,3,3,2,0,449,1,61,,, +blaylga01,1959,2,NYA,AL,0,1,15,1,0,0,0,77,30,10,0,15,20,0.3,3.51,0,1,1,1,118,7,13,,, +bowmabo02,1959,1,PHI,NL,0,1,5,0,0,0,0,18,5,4,1,5,0,0.22,6,0,1,0,0,27,4,5,,, +bowsfte01,1959,1,BOS,AL,0,1,5,2,0,0,0,27,16,15,2,9,4,0.39,15,0,0,0,0,50,1,15,,, +breweto01,1959,1,BOS,AL,10,12,36,32,11,3,2,646,219,90,14,88,121,0.26,3.76,5,11,2,0,927,2,96,,, +bridgma01,1959,1,SLN,NL,6,3,27,4,1,0,1,228,67,36,10,37,76,0.24,4.26,8,3,0,0,328,11,38,,, +briggjo01,1959,1,CLE,AL,0,1,4,1,0,0,0,38,12,3,1,3,5,0.24,2.13,0,1,0,0,53,1,5,,, +brododi01,1959,1,CLE,AL,2,2,18,0,0,0,5,90,19,6,3,21,9,0.18,1.8,1,2,3,0,133,14,13,,, +brogler01,1959,1,SLN,NL,7,12,35,25,6,3,0,544,174,95,20,89,133,0.25,4.72,10,8,0,0,793,4,104,,, +bronsji01,1959,1,NYA,AL,0,3,16,3,0,0,2,88,34,17,2,13,14,0.28,5.22,0,1,1,0,133,8,19,,, +brosnji01,1959,1,SLN,NL,1,3,20,1,0,0,2,99,34,18,5,15,18,0.27,4.91,5,1,1,0,142,10,18,,, +brosnji01,1959,2,CIN,NL,8,3,26,9,1,1,2,250,79,31,7,26,56,0.24,3.35,2,0,5,0,358,10,35,,, +brownha01,1959,1,BAL,AL,11,9,31,21,2,0,3,492,158,69,16,32,81,0.25,3.79,5,2,1,0,674,7,73,,, +brucebo01,1959,1,DET,AL,0,1,2,1,0,0,0,6,2,2,1,3,1,0.25,9,0,1,0,0,12,1,5,,, +brunege01,1959,1,KC1,AL,0,0,2,0,0,0,0,14,10,6,2,7,7,0.43,11.57,1,0,1,1,32,1,9,,, +buhlbo01,1959,1,ML1,NL,15,9,31,25,12,4,0,594,181,63,19,74,105,0.24,2.86,3,4,2,0,832,2,76,,, +bunniji01,1959,1,DET,AL,17,13,40,35,14,1,1,749,220,108,37,75,201,0.23,3.89,0,1,11,1,1037,4,111,,, +burdele01,1959,1,ML1,NL,21,15,41,39,20,4,1,869,312,131,38,38,105,0.27,4.07,3,2,1,0,1193,2,144,,, +burnspe01,1959,1,DET,AL,1,3,30,0,0,0,1,186,55,26,7,25,49,0.23,3.77,1,2,2,0,264,11,31,,, +buzhajo01,1959,1,CHN,NL,4,5,31,10,1,1,0,304,107,56,12,29,33,0.27,4.97,4,1,1,0,439,7,64,,, +byerlbu01,1959,1,SFN,NL,1,0,11,0,0,0,0,39,11,2,2,5,4,0.23,1.38,1,0,0,0,52,6,2,,, +cardwdo01,1959,1,PHI,NL,9,10,25,22,5,1,0,459,135,69,22,65,106,0.23,4.06,5,3,4,0,649,0,77,,, +casalje01,1959,1,BOS,AL,13,8,31,26,9,3,0,539,162,86,20,89,93,0.23,4.31,3,7,5,0,779,1,89,,, +ceccaar01,1959,1,CHN,NL,5,5,18,15,4,2,0,306,95,54,19,37,56,0.24,4.76,6,4,1,1,432,2,58,,, +cheneto01,1959,1,SLN,NL,0,1,11,2,0,0,0,35,17,9,2,11,8,0.35,6.94,2,1,2,0,63,5,9,,, +chittne01,1959,1,BOS,AL,3,0,21,0,0,0,0,91,29,4,0,11,12,0.26,1.19,2,0,0,1,124,13,9,,, +churnch01,1959,1,LAN,NL,3,2,14,0,0,0,1,92,28,17,2,10,24,0.25,4.99,4,0,1,0,125,6,17,,, +cicotal01,1959,1,CLE,AL,3,1,26,1,0,0,1,132,46,26,4,25,23,0.29,5.32,3,0,2,0,193,12,29,,, +clarkph01,1959,1,SLN,NL,0,1,7,0,0,0,0,21,8,10,0,8,5,0.28,12.86,1,0,0,0,36,2,11,,, +clevete01,1959,1,WS1,AL,8,5,50,7,2,2,8,352,114,51,9,51,71,0.25,3.91,3,3,2,0,509,21,56,,, +coateji01,1959,1,NYA,AL,6,1,37,4,2,0,0,301,89,32,10,36,64,0.23,2.87,4,1,3,2,425,17,39,,, +colemri01,1959,1,KC1,AL,2,10,29,11,2,0,2,243,85,41,8,34,54,0.27,4.56,0,3,1,0,357,6,46,,, +colemri01,1959,2,BAL,AL,0,0,3,0,0,0,0,12,4,0,0,2,4,0.26,0,0,0,0,0,17,2,0,,, +conlege01,1959,1,PHI,NL,12,7,25,22,12,3,1,540,159,60,13,42,102,0.23,3,6,4,2,0,729,2,68,,, +craigro01,1959,1,LAN,NL,11,5,29,17,7,4,0,458,122,35,13,45,76,0.21,2.06,3,2,1,0,612,3,49,,, +cuellmi01,1959,1,CIN,NL,0,0,2,0,0,0,0,12,7,7,1,4,5,0.36,15.75,1,1,0,0,24,0,8,,, +daleybu01,1959,1,KC1,AL,16,13,39,29,12,2,1,649,212,76,24,62,125,0.25,3.16,2,7,11,0,911,5,90,,, +daniebe02,1959,1,PIT,NL,7,9,34,12,0,0,1,302,115,61,9,39,67,0.28,5.45,6,5,2,0,452,8,69,,, +davieje01,1959,1,DET,AL,2,2,11,5,1,0,0,110,40,17,8,17,20,0.26,4.17,1,1,4,0,174,1,25,,, +delocik01,1959,1,BOS,AL,11,6,28,17,4,0,0,403,120,44,12,62,55,0.23,2.95,1,2,2,1,585,5,53,,, +dicksmu01,1959,1,KC1,AL,2,1,38,0,0,0,0,213,85,39,9,27,36,0.29,4.94,1,1,0,0,326,12,46,,, +ditmaar01,1959,1,NYA,AL,13,9,38,25,7,1,1,606,156,65,17,52,96,0.21,2.9,2,0,8,1,810,7,75,,, +donneed02,1959,1,CHN,NL,1,1,9,0,0,0,0,43,18,5,1,9,6,0.3,3.14,1,0,0,1,69,3,7,,, +donovdi01,1959,1,CHA,AL,9,10,31,29,5,1,0,539,171,73,15,58,71,0.24,3.66,3,1,5,0,768,0,84,,, +drabomo01,1959,1,CHN,NL,5,10,31,23,3,1,0,425,138,65,21,75,70,0.25,4.13,4,7,3,0,631,4,78,,, +drottdi01,1959,1,CHN,NL,1,2,8,6,1,1,0,82,25,18,5,26,15,0.24,5.93,1,2,0,0,129,0,19,,, +drysddo01,1959,1,LAN,NL,17,13,44,36,15,4,2,812,237,104,26,93,242,0.23,3.46,9,4,18,2,1142,7,113,,, +dulibbo01,1959,1,SLN,NL,0,1,11,0,0,0,1,68,19,7,2,12,14,0.23,2.78,1,2,0,0,94,5,7,,, +durenry01,1959,1,NYA,AL,3,6,41,0,0,0,14,230,49,16,6,43,96,0.18,1.88,2,4,3,0,322,29,18,,, +elstodo01,1959,1,CHN,NL,10,8,65,0,0,0,13,293,77,36,11,46,82,0.21,3.32,7,2,3,0,413,49,40,,, +erskica01,1959,1,LAN,NL,0,3,10,3,0,0,1,70,33,20,5,13,15,0.32,7.71,1,1,0,0,117,2,22,,, +facero01,1959,1,PIT,NL,18,1,57,0,0,0,10,280,91,28,5,25,69,0.26,2.7,8,4,1,0,380,47,29,,, +farretu01,1959,1,PHI,NL,1,6,38,0,0,0,6,171,61,30,9,25,31,0.28,4.74,7,3,0,0,252,27,30,,, +ferrado01,1959,1,CLE,AL,5,3,15,10,4,0,0,228,58,27,6,51,45,0.21,3.2,2,1,1,0,322,1,29,,, +fischbi01,1959,1,WS1,AL,9,11,34,29,6,1,0,562,211,89,16,43,62,0.28,4.28,2,2,4,1,814,5,98,,, +fisheed02,1959,1,SFN,NL,2,6,17,5,0,0,1,120,57,35,8,8,15,0.33,7.88,0,0,1,0,181,6,37,,, +fisheja01,1959,1,BAL,AL,1,6,27,7,1,1,2,266,76,30,7,38,52,0.23,3.05,1,0,1,1,375,10,36,,, +fordwh01,1959,1,NYA,AL,16,10,35,29,9,2,1,612,194,69,13,89,114,0.25,3.04,5,5,1,1,877,4,82,,, +fornimi01,1959,1,BOS,AL,5,3,46,0,0,0,11,246,77,28,6,29,54,0.25,3.07,3,2,1,0,342,26,29,,, +fowlear01,1959,1,LAN,NL,3,4,36,0,0,0,2,183,70,36,8,23,47,0.29,5.31,7,0,0,1,271,17,39,,, +foytapa01,1959,1,DET,AL,14,14,39,37,11,2,1,721,239,124,34,64,110,0.25,4.64,3,6,2,1,1000,1,137,,, +freemma01,1959,1,KC1,AL,0,0,3,0,0,0,0,11,6,4,0,3,1,0.37,9.82,0,0,0,0,20,0,6,,, +freemma01,1959,2,NYA,AL,0,0,1,1,0,0,0,21,6,2,0,2,4,0.24,2.57,0,0,1,0,29,0,2,,, +frienbo01,1959,1,PIT,NL,8,19,35,35,7,2,0,704,267,105,19,52,104,0.28,4.03,9,5,7,0,1015,0,129,,, +gablega02,1959,1,NYA,AL,1,1,3,1,0,0,0,58,21,6,1,10,11,0.28,2.79,0,1,1,0,85,0,6,,, +garcimi01,1959,1,CLE,AL,3,6,29,8,1,0,1,216,72,32,4,31,49,0.26,4,3,3,0,0,310,9,39,,, +garvene01,1959,1,KC1,AL,10,13,32,30,9,2,1,604,214,83,22,42,61,0.27,3.71,0,4,3,0,848,1,94,,, +gibsobo01,1959,1,SLN,NL,3,5,13,9,2,1,0,227,77,28,4,39,48,0.27,3.33,2,4,1,0,333,3,35,,, +gielpa01,1959,1,PIT,NL,0,0,4,0,0,0,0,23,17,12,0,6,3,0.47,14.09,1,1,0,0,45,0,12,,, +giggibo01,1959,1,ML1,NL,1,0,13,0,0,0,1,60,24,9,2,10,15,0.31,4.05,0,0,0,1,88,7,10,,, +gomezru01,1959,1,PHI,NL,3,8,20,12,2,1,1,217,90,49,12,24,37,0.3,6.1,2,3,0,1,327,6,55,,, +gormato02,1959,1,KC1,AL,1,0,17,0,0,0,1,61,24,16,3,14,9,0.29,7.08,0,1,1,0,101,9,21,,, +grantmu01,1959,1,CLE,AL,10,7,38,19,6,1,3,496,140,76,23,81,85,0.23,4.14,4,4,2,0,699,7,80,,, +grbael01,1959,1,NYA,AL,2,5,19,6,0,0,0,151,52,36,6,39,23,0.26,6.44,0,0,0,0,240,5,44,,, +greenfr01,1959,1,PIT,NL,1,2,17,1,0,0,1,112,37,13,2,15,20,0.25,3.13,8,2,0,0,161,4,16,,, +griggha01,1959,1,WS1,AL,2,8,37,10,2,1,2,293,103,57,8,52,43,0.27,5.25,4,4,1,0,443,13,63,,, +grimbo01,1959,1,KC1,AL,6,10,40,9,3,1,4,376,124,57,10,57,65,0.26,4.09,6,4,3,0,548,16,69,,, +grissma01,1959,1,SLN,NL,0,0,3,0,0,0,0,6,6,5,2,0,0,0.5,22.5,0,0,0,0,12,2,5,,, +grossdo01,1959,1,PIT,NL,1,1,21,0,0,0,2,99,28,13,3,10,15,0.22,3.55,3,0,1,0,136,10,16,,, +grunwal01,1959,1,KC1,AL,0,1,6,1,0,0,1,34,18,10,1,11,9,0.36,7.94,1,0,0,0,62,3,14,,, +haddiha01,1959,1,PIT,NL,12,12,31,29,14,2,0,673,189,78,26,49,149,0.22,3.13,12,4,2,0,897,2,88,,, +halldi01,1959,1,PIT,NL,0,0,2,1,0,0,0,26,12,3,1,1,3,0.33,3.12,1,0,0,0,39,0,5,,, +harribi03,1959,1,LAN,NL,0,0,1,0,0,0,0,5,0,0,0,3,0,0,0,1,0,0,0,8,0,0,,, +harshja01,1959,1,BAL,AL,0,6,14,8,0,0,0,142,58,36,6,28,24,0.31,6.85,5,2,2,0,221,5,39,,, +harshja01,1959,2,BOS,AL,2,3,8,2,0,0,0,74,29,18,2,10,14,0.28,6.57,0,0,0,0,114,3,19,,, +harshja01,1959,3,CLE,AL,5,1,13,6,5,1,1,198,46,19,6,13,35,0.17,2.59,0,1,0,0,277,6,21,,, +hartmbo01,1959,1,ML1,NL,0,0,3,0,0,0,0,5,6,5,0,2,1,0.54,27,0,0,0,0,13,0,5,,, +hearnji01,1959,1,PHI,NL,0,2,6,0,0,0,0,33,15,7,2,6,1,0.33,5.73,1,0,0,0,53,1,7,,, +henrybi01,1959,1,CHN,NL,9,8,65,0,0,0,12,403,111,40,19,26,115,0.22,2.68,3,3,1,1,526,35,42,,, +herbera01,1959,1,KC1,AL,11,11,37,26,10,2,1,551,196,99,24,62,99,0.27,4.85,4,2,1,0,795,3,108,,, +hillmda01,1959,1,CHN,NL,8,11,39,24,4,1,0,573,178,75,17,43,88,0.24,3.53,3,1,1,0,780,5,84,,, +hobbigl01,1959,1,CHN,NL,16,13,46,33,10,3,0,702,204,96,15,106,138,0.23,3.69,1,9,6,0,991,3,105,,, +hoeftbi01,1959,1,DET,AL,1,1,2,2,0,0,0,27,6,5,0,4,2,0.18,5,0,0,1,0,37,0,5,,, +hoeftbi01,1959,2,BOS,AL,0,3,5,3,0,0,0,53,22,11,1,8,8,0.31,5.6,1,0,1,0,83,0,12,,, +hoeftbi01,1959,3,BAL,AL,1,1,16,3,0,0,0,123,50,26,6,19,30,0.3,5.71,3,2,0,0,186,6,29,,, +hookja01,1959,1,CIN,NL,5,5,17,15,4,0,0,237,79,45,11,39,37,0.26,5.13,1,1,3,0,341,1,46,,, +hugheto05,1959,1,SLN,NL,0,2,2,2,0,0,0,12,9,7,2,2,2,0.4,15.75,0,0,0,0,24,0,9,,, +hydedi01,1959,1,WS1,AL,2,5,37,0,0,0,4,163,56,30,5,27,29,0.26,4.97,3,1,2,1,247,20,34,,, +jacksal01,1959,1,PIT,NL,0,0,8,3,0,0,0,54,30,13,1,8,13,0.4,6.5,3,2,0,0,84,1,14,,, +jacksla01,1959,1,SLN,NL,14,13,40,37,12,3,0,768,271,94,13,64,145,0.27,3.3,3,7,4,0,1081,2,103,,, +jayjo01,1959,1,ML1,NL,6,11,34,19,4,1,0,409,130,62,11,64,88,0.24,4.09,6,1,5,0,601,5,71,,, +jeffcha01,1959,1,CIN,NL,0,1,17,0,0,0,1,65,21,8,3,10,12,0.25,3.32,2,1,0,0,93,11,8,,, +jeffcha01,1959,2,SLN,NL,0,1,11,0,0,0,0,53,33,18,4,9,7,0.4,9.17,2,1,0,0,91,6,18,,, +johnsbe01,1959,1,CHN,NL,0,0,4,2,0,0,0,50,17,4,1,4,6,0.26,2.16,0,0,0,0,69,1,5,,, +johnser02,1959,1,BAL,AL,4,1,31,1,0,0,1,151,57,23,6,19,29,0.28,4.11,2,2,3,1,230,16,32,,, +johnske02,1959,1,KC1,AL,1,1,2,2,0,0,0,33,11,5,2,5,8,0.26,4.09,0,0,0,0,47,0,6,,, +jonesgo01,1959,1,SFN,NL,3,2,31,0,0,0,2,131,45,21,6,19,29,0.28,4.33,5,0,1,0,192,10,23,,, +jonessa02,1959,1,SFN,NL,21,15,50,35,16,4,4,812,232,85,18,109,209,0.22,2.83,6,5,8,0,1148,12,99,,, +kaatji01,1959,1,WS1,AL,0,2,3,2,0,0,0,15,7,7,1,4,2,0.35,12.6,0,0,2,0,29,0,9,,, +keegaed01,1959,1,PHI,NL,0,3,3,3,0,0,0,27,19,18,2,13,3,0.43,18,0,2,1,0,59,0,18,,, +kellnal01,1959,1,SLN,NL,2,1,12,4,0,0,0,111,31,13,9,10,19,0.22,3.16,2,0,1,0,154,2,17,,, +kemmeru01,1959,1,WS1,AL,8,17,37,28,8,0,0,618,221,103,20,71,89,0.27,4.5,3,10,4,2,894,5,116,,, +kielyle01,1959,1,BOS,AL,3,3,41,0,0,0,7,167,67,26,8,18,30,0.29,4.2,3,1,1,0,249,23,26,,, +killeev01,1959,1,KC1,AL,0,0,4,0,0,0,0,17,4,3,0,4,1,0.21,4.76,0,1,0,0,23,2,3,,, +kippfr01,1959,1,LAN,NL,0,0,2,0,0,0,0,8,2,0,0,3,1,0.22,0,1,0,0,0,13,0,0,,, +klinero01,1959,1,PIT,NL,11,13,33,29,7,0,0,558,186,88,23,70,91,0.26,4.26,9,9,2,1,796,1,95,,, +klippjo01,1959,1,LAN,NL,4,0,28,0,0,0,2,137,48,30,8,33,30,0.27,5.91,5,2,2,0,214,10,31,,, +koufasa01,1959,1,LAN,NL,8,6,35,23,6,1,2,460,136,69,23,92,173,0.23,4.05,4,5,0,1,679,6,74,,, +kralija01,1959,1,WS1,AL,0,0,6,0,0,0,0,37,13,9,5,6,7,0.28,6.57,0,0,0,0,53,2,9,,, +kucksjo01,1959,1,NYA,AL,0,1,9,1,0,0,0,50,21,16,5,9,9,0.32,8.64,0,1,0,0,76,4,16,,, +kucksjo01,1959,2,KC1,AL,8,11,33,23,6,1,1,454,163,65,10,42,51,0.27,3.87,0,0,12,0,649,6,76,,, +kutynma01,1959,1,KC1,AL,0,0,4,0,0,0,1,22,7,0,0,1,1,0.25,0,0,0,0,0,30,4,0,,, +labincl01,1959,1,LAN,NL,5,10,56,0,0,0,9,254,91,37,11,25,37,0.28,3.93,10,0,1,0,358,33,39,,, +larsedo01,1959,1,NYA,AL,6,7,25,18,3,1,3,374,122,60,14,76,69,0.26,4.33,2,7,2,0,560,3,65,,, +laryfr01,1959,1,DET,AL,17,10,32,32,11,3,0,669,225,88,23,46,137,0.26,3.55,4,2,11,1,931,0,109,,, +latmaba01,1959,1,CHA,AL,8,5,37,21,5,2,0,468,138,65,15,72,97,0.23,3.75,3,3,4,1,675,3,71,,, +lawrebr01,1959,1,CIN,NL,7,12,43,14,3,0,10,385,144,68,17,45,64,0.28,4.77,9,4,4,0,564,22,74,,, +lawve01,1959,1,PIT,NL,18,9,34,33,20,2,1,798,245,88,25,53,110,0.24,2.98,11,5,2,0,1080,1,91,,, +lockebo01,1959,1,CLE,AL,3,2,24,7,0,0,2,233,66,27,6,41,40,0.23,3.13,2,3,3,0,338,8,33,,, +loesbi01,1959,1,BAL,AL,4,7,37,0,0,0,14,193,58,29,5,25,34,0.23,4.06,3,0,3,0,275,31,31,,, +lowntu01,1959,1,CHA,AL,9,2,60,0,0,0,15,280,73,30,12,42,63,0.21,2.89,4,1,2,1,391,37,32,,, +lumenra01,1959,1,WS1,AL,0,0,2,0,0,0,0,9,2,0,0,1,2,0.2,0,0,0,0,0,11,2,0,,, +maasdu01,1959,1,NYA,AL,14,8,38,21,3,1,4,414,149,68,14,53,67,0.27,4.43,1,1,2,0,600,9,82,,, +mabebo01,1959,1,CIN,NL,4,2,18,1,0,0,3,89,29,18,6,19,8,0.25,5.46,2,0,0,0,134,9,28,,, +martimo01,1959,1,CHN,NL,0,0,3,0,0,0,0,7,5,5,2,1,1,0.45,19.29,0,0,1,0,14,1,5,,, +mcavoto01,1959,1,WS1,AL,0,0,1,0,0,0,0,8,1,0,0,2,0,0.12,0,0,0,0,0,10,0,0,,, +mcbrike01,1959,1,CHA,AL,0,1,11,2,0,0,1,68,20,8,1,17,12,0.23,3.18,0,2,0,0,105,4,11,,, +mccormi03,1959,1,SFN,NL,12,16,47,31,7,3,4,677,213,100,24,86,151,0.24,3.99,13,9,1,0,972,9,117,,, +mcdanli01,1959,1,SLN,NL,14,12,62,7,1,0,15,396,144,56,11,41,86,0.28,3.82,8,10,1,0,562,47,61,,, +mcdevda01,1959,1,LAN,NL,10,8,39,22,6,2,4,435,149,64,16,51,106,0.26,3.97,5,3,14,0,645,8,83,,, +mclisca01,1959,1,CLE,AL,19,8,35,32,13,0,1,706,253,95,26,72,113,0.27,3.63,6,4,5,0,1021,1,110,,, +mcmahdo02,1959,1,ML1,NL,5,3,60,0,0,0,15,242,81,23,5,37,55,0.25,2.57,5,3,1,1,359,49,26,,, +meyerja01,1959,1,PHI,NL,5,3,47,1,1,0,1,281,76,35,9,53,71,0.22,3.36,2,3,1,0,405,21,43,,, +meyerru01,1959,1,KC1,AL,1,0,18,0,0,0,1,72,24,12,3,11,10,0.26,4.5,0,2,1,0,107,7,12,,, +millebo04,1959,1,SLN,NL,4,3,11,10,3,0,0,212,66,26,2,21,43,0.24,3.31,2,0,1,1,294,1,31,,, +millest01,1959,1,SFN,NL,8,7,59,9,2,0,8,503,164,53,15,57,95,0.26,2.84,13,1,5,0,716,29,66,,, +mizelvi01,1959,1,SLN,NL,13,10,31,30,8,1,0,604,196,94,21,89,108,0.25,4.2,7,2,8,1,890,1,104,,, +moforhe01,1959,1,BOS,AL,0,2,4,2,0,0,0,26,10,11,3,6,7,0.28,11.42,0,0,0,0,41,1,11,,, +monbobi01,1959,1,BOS,AL,7,7,34,17,4,0,0,455,165,70,15,33,87,0.28,4.15,1,3,3,0,631,3,86,,, +monroza01,1959,1,NYA,AL,0,0,3,0,0,0,0,10,3,2,2,2,1,0.23,5.4,0,0,0,0,15,2,2,,, +moorera02,1959,1,CHA,AL,3,6,29,8,0,0,0,269,86,41,10,46,49,0.26,4.12,3,1,1,0,389,2,46,,, +morehse01,1959,1,PHI,NL,0,2,3,3,0,0,0,30,15,11,3,3,8,0.33,9.9,0,0,1,0,49,0,11,,, +morehse01,1959,2,CHN,NL,0,1,11,2,0,0,0,56,25,10,1,8,9,0.31,4.82,2,0,0,0,88,1,13,,, +morgato01,1959,1,DET,AL,1,4,46,1,0,0,9,278,94,41,11,18,39,0.26,3.98,3,2,6,1,386,22,48,,, +mossido01,1959,1,DET,AL,17,9,34,30,15,3,0,684,210,85,20,49,125,0.24,3.36,0,2,3,1,927,2,92,,, +muffebi01,1959,1,SFN,NL,0,0,5,0,0,0,0,20,11,4,2,3,3,0.4,5.4,1,0,0,0,31,2,6,,, +narlera01,1959,1,DET,AL,4,12,42,10,1,0,5,313,105,67,21,59,71,0.25,5.78,3,4,1,0,487,21,83,,, +newcodo01,1959,1,CIN,NL,13,8,30,29,17,2,1,666,216,78,25,27,100,0.25,3.16,3,4,5,0,899,1,87,,, +nunnho01,1959,1,SLN,NL,2,2,16,0,0,0,0,64,23,18,3,15,20,0.29,7.59,5,1,0,0,97,4,18,,, +nuxhajo01,1959,1,CIN,NL,9,9,28,21,6,1,1,395,155,62,10,35,75,0.29,4.24,1,0,1,1,574,3,76,,, +odellbi01,1959,1,BAL,AL,10,12,38,24,6,2,1,598,163,65,18,67,88,0.22,2.93,7,2,1,0,826,9,74,,, +osteecl01,1959,1,CIN,NL,0,0,2,0,0,0,0,23,11,6,1,9,3,0.33,7.04,1,0,0,0,44,0,10,,, +otoolji01,1959,1,CIN,NL,5,8,28,19,3,1,0,388,144,74,14,73,68,0.28,5.15,2,8,4,1,592,4,78,,, +owensji01,1959,1,PHI,NL,12,12,31,30,11,1,1,664,203,79,14,73,135,0.24,3.21,11,8,4,0,925,1,97,,, +pappami01,1959,1,BAL,AL,15,9,33,27,15,4,3,628,175,76,8,75,120,0.22,3.27,2,14,4,1,858,4,82,,, +pascuca02,1959,1,WS1,AL,17,10,32,30,17,6,0,716,202,70,10,69,185,0.22,2.64,7,5,3,3,984,1,80,,, +penaor01,1959,1,CIN,NL,5,9,46,8,1,0,5,408,150,72,26,39,76,0.28,4.76,5,1,0,0,587,16,80,,, +perryji01,1959,1,CLE,AL,12,10,44,13,8,2,4,459,122,45,10,55,79,0.22,2.65,7,2,2,1,615,18,54,,, +peterga01,1959,1,CHA,AL,0,0,2,0,0,0,0,3,2,0,0,2,1,0.4,0,0,0,0,0,7,1,0,,, +phillta01,1959,1,CHN,NL,0,2,7,2,0,0,0,50,22,14,3,11,5,0.31,7.56,2,0,2,0,84,0,14,,, +phillta01,1959,2,PHI,NL,1,4,32,3,1,0,1,189,72,35,4,31,35,0.3,5,1,4,4,0,281,12,35,,, +piercbi02,1959,1,CHA,AL,14,15,34,33,12,2,0,672,217,90,26,62,114,0.25,3.62,4,2,3,1,934,0,98,,, +pizarju01,1959,1,ML1,NL,6,2,29,14,6,2,0,401,117,56,13,70,126,0.23,3.77,3,4,8,0,578,4,61,,, +podbibu01,1959,1,CLE,AL,0,1,6,0,0,0,0,37,17,8,1,2,5,0.35,5.84,0,0,0,0,53,1,8,,, +podrejo01,1959,1,LAN,NL,14,9,34,29,6,2,0,585,192,89,23,74,145,0.26,4.11,7,8,3,0,823,1,93,,, +portebo01,1959,1,PIT,NL,0,0,6,0,0,0,0,16,6,1,1,2,1,0,1.69,1,0,0,0,26,2,2,,, +portebo01,1959,2,CHN,NL,0,0,4,0,0,0,0,19,14,8,1,3,0,0.42,11.37,0,0,0,0,36,0,9,,, +portebo01,1959,3,PIT,NL,1,2,30,0,0,0,1,108,45,19,2,17,18,0.32,4.75,5,5,0,0,160,12,20,,, +portoar01,1959,1,BAL,AL,2,7,27,14,1,0,0,270,107,68,10,32,23,0.29,6.8,0,1,2,0,408,8,73,,, +proctji01,1959,1,DET,AL,0,1,2,1,0,0,0,8,8,5,0,3,0,0.53,16.88,0,0,0,0,19,0,5,,, +purkebo01,1959,1,CIN,NL,13,18,38,33,9,1,1,654,241,103,25,43,78,0.27,4.25,2,4,6,0,927,5,118,,, +ramospe01,1959,1,WS1,AL,13,19,37,35,11,0,0,701,233,108,29,52,95,0.25,4.16,4,5,9,1,978,2,127,,, +raymocl01,1959,1,CHA,AL,0,0,3,0,0,0,0,12,5,4,2,2,1,0.33,9,0,1,0,0,19,1,4,,, +reedho01,1959,1,KC1,AL,0,3,6,3,0,0,0,62,26,17,3,10,11,0.31,7.4,0,3,0,0,97,2,19,,, +renfrma01,1959,1,SFN,NL,0,0,1,1,0,0,0,6,3,6,1,3,3,0.33,27,0,0,0,0,12,0,6,,, +rickedi01,1959,1,SLN,NL,1,6,12,9,0,0,0,167,68,36,7,30,25,0.3,5.82,4,1,0,0,259,2,42,,, +roberro01,1959,1,PHI,NL,15,17,35,35,19,2,0,772,267,122,34,35,137,0.26,4.27,4,1,5,2,1075,0,137,,, +robinhu01,1959,1,CLE,AL,1,0,5,0,0,0,0,26,9,4,0,4,6,0.28,4.15,1,0,0,0,37,2,4,,, +robinhu01,1959,2,PHI,NL,2,4,31,4,1,0,1,219,70,27,6,24,32,0.25,3.33,6,3,0,1,310,14,36,,, +rodrifr01,1959,1,PHI,NL,0,0,1,0,0,0,0,6,4,3,1,0,1,0.4,13.5,0,0,1,0,11,0,3,,, +romonjo01,1959,1,WS1,AL,1,0,12,2,0,0,0,115,36,14,4,19,22,0.25,3.29,0,1,3,1,166,6,15,,, +rudoldo01,1959,1,CHA,AL,0,0,4,0,0,0,1,9,4,0,0,2,0,0.33,0,1,0,0,1,14,1,0,,, +rudoldo01,1959,2,CIN,NL,0,0,5,0,0,0,0,22,13,4,1,3,8,0.39,4.91,1,0,0,0,36,2,4,,, +rushbo01,1959,1,ML1,NL,5,6,31,9,1,1,0,304,102,27,5,23,64,0.25,2.4,2,2,1,0,427,6,39,,, +sanfoja02,1959,1,SFN,NL,15,12,36,31,10,0,1,667,198,78,22,70,132,0.23,3.16,4,7,7,2,933,2,90,,, +schafjo01,1959,1,CHN,NL,1,0,5,1,0,0,0,23,11,7,1,4,3,0.35,8.22,0,0,0,0,36,1,7,,, +schmiwi01,1959,1,CIN,NL,3,2,36,4,0,0,0,212,80,31,4,30,40,0.29,3.95,4,2,1,0,307,10,36,,, +schroal01,1959,1,PHI,NL,1,1,3,0,0,0,0,28,12,9,1,6,4,0.35,8.68,0,0,0,0,42,2,9,,, +schroal01,1959,2,BOS,AL,1,4,14,5,1,0,0,138,47,24,3,22,26,0.26,4.7,1,2,1,0,203,4,29,,, +schulba01,1959,1,DET,AL,1,2,13,0,0,0,0,55,17,9,1,14,17,0.25,4.42,1,0,1,0,85,7,12,,, +scorehe01,1959,1,CLE,AL,9,11,30,25,9,1,0,482,123,84,28,115,147,0.21,4.71,0,14,1,1,712,2,93,,, +semprra01,1959,1,PHI,NL,3,10,30,18,2,0,3,335,119,67,12,59,54,0.27,5.4,1,2,3,0,503,7,76,,, +shantbo01,1959,1,NYA,AL,7,3,33,4,2,2,3,284,64,25,4,33,66,0.18,2.38,5,3,0,0,376,14,33,,, +shawbo01,1959,1,CHA,AL,18,6,47,26,8,3,3,692,217,69,15,54,89,0.24,2.69,5,3,6,0,949,12,72,,, +sherrla01,1959,1,LAN,NL,7,2,23,9,1,1,3,283,75,23,9,43,72,0.21,2.19,5,1,2,0,392,10,27,,, +shipljo01,1959,1,SFN,NL,0,0,10,1,0,0,0,54,16,9,2,17,11,0.23,4.5,0,1,1,0,87,7,11,,, +shortch02,1959,1,PHI,NL,0,0,3,2,0,0,0,43,19,13,3,10,8,0.31,8.16,0,2,1,0,72,0,13,,, +simmocu01,1959,1,PHI,NL,0,0,7,0,0,0,0,30,16,5,2,0,4,0.4,4.5,0,0,1,0,42,4,5,,, +singlel01,1959,1,CHN,NL,2,1,21,1,0,0,0,129,40,13,2,12,25,0.25,2.72,2,0,0,0,180,12,15,,, +sisleda01,1959,1,BOS,AL,0,0,3,0,0,0,0,20,9,5,3,1,3,0.31,6.75,0,0,0,0,30,2,5,,, +sisleda01,1959,2,DET,AL,1,3,32,0,0,0,7,155,46,23,4,36,29,0.24,4.01,1,3,1,0,232,18,28,,, +smithbi04,1959,1,SLN,NL,0,0,6,0,0,0,1,25,11,1,0,3,4,0.33,1.08,1,0,0,0,36,2,3,,, +smithbo03,1959,1,PIT,NL,0,0,20,0,0,0,0,85,32,11,1,17,12,0.29,3.49,0,0,0,0,130,6,16,,, +smithbo03,1959,2,DET,AL,0,3,9,0,0,0,0,33,20,10,5,3,10,0.41,8.18,1,0,0,0,53,6,15,,, +smithbo05,1959,1,CHN,NL,0,0,1,0,0,0,0,2,5,6,0,2,0,0.83,81,1,1,0,0,9,0,6,,, +smithbo05,1959,2,CLE,AL,0,1,12,3,0,0,0,88,31,17,2,12,17,0.28,5.22,0,2,0,0,129,3,19,,, +snydege02,1959,1,LAN,NL,1,1,11,2,0,0,0,79,32,16,1,20,20,0.29,5.47,2,7,0,0,128,2,19,,, +spahnwa01,1959,1,ML1,NL,21,15,40,36,21,4,0,876,282,96,21,70,143,0.25,2.96,9,2,1,0,1203,3,106,,, +stalege01,1959,1,CHA,AL,8,5,67,0,0,0,14,349,111,29,5,25,54,0.25,2.24,9,2,0,0,471,37,39,,, +stankjo01,1959,1,CHA,AL,1,0,2,0,0,0,0,16,2,2,1,4,3,0.11,3.38,1,0,0,0,22,1,2,,, +stobbch01,1959,1,WS1,AL,1,8,41,7,0,0,7,272,82,30,13,24,50,0.23,2.98,1,1,2,0,383,19,42,,, +stockwe01,1959,1,BAL,AL,0,0,7,0,0,0,1,38,16,5,1,2,8,0.3,3.55,0,2,0,0,55,2,6,,, +stonede01,1959,1,SLN,NL,0,1,18,1,0,0,1,90,30,14,4,16,17,0.27,4.2,4,2,0,0,132,5,15,,, +strikja01,1959,1,CLE,AL,1,0,1,1,0,0,0,20,8,2,0,4,5,0.29,2.7,0,0,0,0,32,0,2,,, +stumpji01,1959,1,DET,AL,0,0,5,0,0,0,0,34,12,3,1,4,6,0.27,2.38,0,0,0,0,48,2,3,,, +sturdto01,1959,1,NYA,AL,0,2,7,3,0,0,0,76,20,14,4,9,16,0.22,4.97,0,1,0,0,103,1,16,,, +sturdto01,1959,2,KC1,AL,2,6,36,3,0,0,5,215,70,37,9,34,57,0.25,4.65,4,3,6,0,323,16,45,,, +sullifr01,1959,1,BOS,AL,9,11,30,26,5,2,1,533,172,78,17,67,107,0.25,3.95,2,2,7,1,751,1,86,,, +suscege02,1959,1,DET,AL,0,0,9,0,0,0,0,44,24,21,4,9,9,0.35,12.89,0,0,2,0,80,3,22,,, +terryra01,1959,1,KC1,AL,2,4,9,7,2,0,0,139,56,27,9,19,35,0.3,5.24,1,1,1,0,205,1,29,,, +terryra01,1959,2,NYA,AL,3,7,24,16,5,1,0,382,130,48,7,30,55,0.27,3.39,5,2,2,0,529,1,55,,, +tomandi01,1959,1,KC1,AL,0,1,16,0,0,0,2,62,27,15,6,12,13,0.31,6.53,1,5,2,1,104,12,15,,, +trowbbo01,1959,1,ML1,NL,1,0,16,0,0,0,1,91,45,20,2,10,22,0.34,5.93,2,3,0,0,146,6,25,,, +tsitojo01,1959,1,KC1,AL,4,3,24,10,0,0,0,250,90,46,3,35,50,0.27,4.97,3,4,3,1,377,4,52,,, +turlebo01,1959,1,NYA,AL,8,11,33,22,7,3,0,463,141,74,15,83,111,0.24,4.32,3,2,3,0,678,6,80,,, +umbriji01,1959,1,PIT,NL,0,0,1,1,0,0,0,21,7,5,3,4,3,0.25,6.43,0,0,0,0,31,0,5,,, +urbanja01,1959,1,SLN,NL,0,0,8,0,0,0,0,32,18,11,1,7,4,0.4,9.28,4,0,0,0,53,3,11,,, +valenvi01,1959,1,WS1,AL,0,2,7,1,0,0,0,32,16,12,0,10,7,0.35,10.13,0,1,1,0,58,3,12,,, +walkeje01,1959,1,BAL,AL,11,10,30,22,7,2,4,546,160,59,13,52,100,0.24,2.92,9,2,3,1,736,6,68,,, +wallmu01,1959,1,BOS,AL,1,4,15,0,0,0,3,95,31,19,5,15,8,0.26,5.4,4,1,1,0,135,11,21,,, +wallmu01,1959,2,WS1,AL,0,0,1,0,0,0,0,4,3,1,1,0,0,0.6,6.75,0,0,0,0,5,0,1,,, +wallmu01,1959,3,BOS,AL,1,1,11,0,0,0,0,52,26,11,2,11,6,0,5.71,2,1,0,0,86,8,11,,, +wilheho01,1959,1,BAL,AL,15,11,32,27,13,3,0,678,178,55,13,77,139,0.22,2.19,3,5,10,0,902,2,64,,, +willeca01,1959,1,ML1,NL,5,9,26,15,5,2,0,351,126,54,12,31,51,0.27,4.15,4,4,2,0,503,4,60,,, +willido01,1959,1,PIT,NL,0,0,6,0,0,0,0,36,17,9,1,3,3,0.36,6.75,1,1,0,0,53,2,9,,, +willist02,1959,1,LAN,NL,5,5,35,15,2,0,0,374,102,55,12,86,89,0.22,3.97,7,7,9,0,558,8,64,,, +willste01,1959,1,BOS,AL,2,6,9,8,2,0,0,169,68,33,9,24,24,0.3,5.27,2,3,1,0,254,1,35,,, +wilsoea01,1959,1,BOS,AL,1,1,9,4,0,0,0,71,21,16,2,31,17,0.24,6.08,0,1,0,0,122,3,17,,, +wittge01,1959,1,PIT,NL,0,7,15,11,0,0,0,152,58,39,7,32,30,0.29,6.93,2,0,1,1,234,2,43,,, +woodeha01,1959,1,WS1,AL,2,4,31,3,0,0,0,183,58,25,2,36,30,0.25,3.69,8,4,1,0,277,9,39,,, +worthal01,1959,1,SFN,NL,2,3,42,3,0,0,2,220,68,30,8,37,45,0.25,3.68,4,4,5,0,323,15,34,,, +wynnea01,1959,1,CHA,AL,22,10,37,37,14,5,0,767,202,90,20,119,179,0.21,3.17,5,5,9,0,1076,0,106,,, +zannido01,1959,1,SFN,NL,0,0,9,0,0,0,0,33,12,8,2,8,11,0.27,6.55,0,1,1,0,54,3,10,,, +zuverge01,1959,1,BAL,AL,0,1,6,0,0,0,0,39,15,6,1,6,1,0.3,4.15,0,1,0,0,55,1,7,,, +abernte02,1960,1,WS1,AL,0,0,2,0,0,0,0,9,4,4,0,4,1,0.3,12,0,0,0,0,17,0,4,,, +aguirha01,1960,1,DET,AL,5,3,37,6,1,0,10,284,75,30,7,30,80,0.21,2.85,1,1,3,1,386,18,31,,, +anderbo01,1960,1,CHN,NL,9,11,38,30,5,0,1,611,201,93,26,68,115,0.25,4.11,8,9,7,0,868,3,105,,, +anderjo02,1960,1,BAL,AL,0,0,4,0,0,0,0,14,8,7,0,4,1,0.44,13.5,0,0,0,0,26,2,7,,, +antonjo02,1960,1,SFN,NL,6,7,41,10,1,1,11,337,106,47,7,47,57,0.25,3.77,10,1,2,0,480,19,51,,, +arroylu01,1960,1,NYA,AL,5,1,29,0,0,0,7,122,30,13,2,22,29,0.2,2.88,3,0,0,0,170,17,14,,, +barbest01,1960,1,BAL,AL,10,7,36,27,6,1,2,545,148,65,10,113,112,0.22,3.22,1,10,3,0,784,6,78,,, +barnefr02,1960,1,SLN,NL,0,1,4,1,0,0,1,23,8,3,1,9,8,0.26,3.52,0,0,1,0,41,1,5,,, +baumafr01,1960,1,CHA,AL,13,6,47,20,7,2,3,556,169,55,11,53,71,0.24,2.67,8,0,1,0,748,10,67,,, +bautaed01,1960,1,SLN,NL,0,0,9,0,0,0,1,47,14,11,4,11,6,0.23,6.32,1,2,1,1,72,5,11,,, +becquju01,1960,1,WS1,AL,0,0,1,0,0,0,0,3,1,1,1,0,0,0.25,9,0,0,0,0,4,1,1,,, +bellga01,1960,1,CLE,AL,9,10,28,23,6,2,1,464,139,71,15,82,109,0.24,4.13,2,9,7,0,674,1,78,,, +blemkra01,1960,1,KC1,AL,0,0,1,0,0,0,0,5,3,5,1,2,0,0.37,27,0,1,1,0,11,1,5,,, +borlato01,1960,1,BOS,AL,0,4,26,4,0,0,3,153,67,37,4,23,32,0.32,6.53,4,4,0,1,236,12,40,,, +bowsfte01,1960,1,BOS,AL,1,2,17,2,0,0,2,63,20,12,1,13,18,0.26,5.14,0,2,1,0,94,6,12,,, +bowsfte01,1960,2,CLE,AL,3,4,11,6,1,1,0,122,47,23,1,20,14,0.29,5.09,1,0,0,0,182,3,30,,, +breweji01,1960,1,CHN,NL,0,3,5,4,0,0,0,65,25,14,2,6,7,0.27,5.82,2,0,1,0,99,0,14,,, +breweto01,1960,1,BOS,AL,10,15,34,29,8,1,1,560,220,100,13,72,60,0.3,4.82,5,9,6,0,831,2,115,,, +bridgma01,1960,1,SLN,NL,2,2,20,1,0,0,1,94,33,12,2,16,27,0.26,3.45,1,0,1,0,144,7,15,,, +bridgma01,1960,2,CIN,NL,4,0,14,0,0,0,2,76,14,3,1,7,26,0.16,1.07,0,0,0,0,94,7,3,,, +briggjo01,1960,1,CLE,AL,4,2,21,2,0,0,1,109,32,18,4,15,19,0.25,4.46,0,0,1,0,149,7,20,,, +briggjo01,1960,2,KC1,AL,0,2,8,1,0,0,0,34,19,16,3,12,8,0.38,12.71,0,0,0,0,63,2,17,,, +brogler01,1960,1,SLN,NL,21,9,52,24,9,3,0,679,172,69,18,100,188,0.21,2.74,5,5,2,0,924,14,76,,, +brosnji01,1960,1,CIN,NL,7,2,57,2,0,0,12,297,79,26,4,22,62,0.22,2.36,5,3,0,0,383,27,31,,, +brownca01,1960,1,SLN,NL,0,0,1,0,0,0,0,2,5,3,1,1,0,0.71,40.5,0,0,0,0,8,0,3,,, +brownha01,1960,1,BAL,AL,12,5,30,20,6,1,0,477,155,54,14,22,66,0.25,3.06,3,3,1,0,635,5,61,,, +brucebo01,1960,1,DET,AL,4,7,34,15,1,0,0,390,127,54,16,56,76,0.25,3.74,1,6,5,0,572,8,68,,, +brunege01,1960,1,KC1,AL,0,2,3,2,0,0,0,31,12,5,0,10,4,0.3,4.35,2,2,1,0,52,0,6,,, +brunege01,1960,2,ML1,NL,2,0,17,6,0,0,0,149,53,28,6,22,39,0.27,5.07,5,3,1,0,221,1,31,,, +buhlbo01,1960,1,ML1,NL,16,9,36,33,11,2,0,716,202,82,23,103,121,0.22,3.09,7,11,3,2,1008,2,89,,, +bunniji01,1960,1,DET,AL,11,14,36,34,10,3,0,756,217,78,20,64,201,0.23,2.79,7,2,11,0,1024,1,92,,, +burdele01,1960,1,ML1,NL,19,13,45,32,18,4,4,827,277,103,19,35,83,0.26,3.36,7,2,5,0,1117,9,116,,, +burnspe01,1960,1,DET,AL,7,7,31,15,2,0,2,341,122,54,14,50,71,0.27,4.28,1,3,4,2,506,8,56,,, +burwedi01,1960,1,CHN,NL,0,0,3,1,0,0,0,29,11,6,2,7,1,0.3,5.59,0,1,1,0,44,0,6,,, +buzhajo01,1960,1,PHI,NL,5,16,30,29,5,0,0,601,198,86,14,68,73,0.25,3.86,12,4,2,1,849,0,101,,, +byerlbu01,1960,1,SFN,NL,1,0,19,0,0,0,2,66,32,13,3,6,13,0.34,5.32,0,1,1,0,106,9,14,,, +cardwdo01,1960,1,PHI,NL,1,2,5,4,0,0,0,85,28,14,4,11,21,0.26,4.45,1,4,1,0,120,1,14,,, +cardwdo01,1960,2,CHN,NL,8,14,31,26,6,1,0,531,166,86,19,68,129,0.24,4.37,10,2,5,1,753,2,101,,, +casalje01,1960,1,BOS,AL,2,9,29,14,1,0,0,289,113,66,14,67,54,0.29,6.17,5,5,1,0,469,5,78,,, +ceccaar01,1960,1,CHN,NL,0,0,7,1,0,0,0,39,16,8,1,4,10,0.29,5.54,0,3,0,0,59,2,12,,, +cheneto01,1960,1,PIT,NL,2,2,11,8,1,1,0,156,44,23,5,33,35,0.23,3.98,0,1,0,0,221,0,25,,, +chittne01,1960,1,BOS,AL,0,0,6,0,0,0,0,25,8,4,0,6,5,0.24,4.32,1,0,0,0,40,1,4,,, +choatdo01,1960,1,SFN,NL,0,0,4,0,0,0,0,24,7,2,0,4,7,0.23,2.25,0,1,0,0,34,1,4,,, +clevete01,1960,1,WS1,AL,5,11,53,11,1,0,7,386,150,60,10,49,49,0.29,4.2,10,5,3,0,573,24,77,,, +coateji01,1960,1,NYA,AL,13,3,35,18,6,2,1,448,139,71,16,66,73,0.24,4.28,4,2,2,1,641,5,78,,, +colemri01,1960,1,BAL,AL,0,2,5,1,0,0,0,12,8,5,0,5,0,0.44,11.25,1,0,1,0,24,0,5,,, +conlege01,1960,1,PHI,NL,8,14,29,25,9,2,0,550,192,75,10,42,117,0.27,3.68,4,1,2,1,771,3,85,,, +craigro01,1960,1,LAN,NL,8,3,21,15,6,1,0,347,99,42,8,43,69,0.23,3.27,4,0,3,1,478,3,48,,, +daleybu01,1960,1,KC1,AL,16,16,37,35,13,1,0,693,234,117,27,96,126,0.26,4.56,3,8,10,1,1016,2,129,,, +daniebe02,1960,1,PIT,NL,1,3,10,6,0,0,0,121,52,35,4,17,16,0.31,7.81,1,2,0,0,189,0,35,,, +davisbo01,1960,1,KC1,AL,0,0,21,0,0,0,1,96,31,13,1,22,28,0.26,3.66,1,3,1,0,146,13,15,,, +delocik01,1960,1,BOS,AL,9,10,24,23,3,1,0,388,145,68,21,52,49,0.28,4.73,3,3,4,0,576,1,77,,, +ditmaar01,1960,1,NYA,AL,15,9,34,28,8,1,0,600,195,68,25,56,65,0.25,3.06,1,4,1,1,825,3,77,,, +donovdi01,1960,1,CHA,AL,6,1,33,8,0,0,3,236,87,47,13,25,30,0.28,5.38,3,2,0,0,340,7,49,,, +drabomo01,1960,1,CHN,NL,3,1,32,7,0,0,1,151,71,36,3,23,26,0.33,6.44,0,4,1,0,243,12,44,,, +drottdi01,1960,1,CHN,NL,0,6,23,9,0,0,0,166,63,44,7,42,32,0.29,7.16,0,4,3,0,269,7,49,,, +drysddo01,1960,1,LAN,NL,15,14,41,36,15,5,2,807,214,85,27,72,246,0.21,2.84,5,6,10,0,1083,5,93,,, +dulibbo01,1960,1,SLN,NL,4,4,27,0,0,0,0,122,49,19,6,16,23,0.31,4.2,4,3,0,0,178,16,20,,, +durenry01,1960,1,NYA,AL,3,4,42,1,0,0,9,147,27,27,3,49,67,0.16,4.96,1,4,7,0,229,17,29,,, +earlear01,1960,1,BOS,AL,0,1,2,0,0,0,0,12,9,7,1,4,5,0.42,15.75,0,2,0,0,25,1,8,,, +ellswdi01,1960,1,CHN,NL,7,13,31,27,6,0,0,530,170,73,12,72,94,0.25,3.72,8,1,2,0,744,0,83,,, +elstodo01,1960,1,CHN,NL,8,9,60,0,0,0,11,381,109,48,17,55,85,0.23,3.4,8,0,4,0,547,33,57,,, +estrach01,1960,1,BAL,AL,18,11,36,25,12,1,2,626,162,83,18,101,144,0.21,3.58,3,2,15,0,883,6,87,,, +facero01,1960,1,PIT,NL,10,8,68,0,0,0,24,344,93,37,11,29,72,0.22,2.9,9,2,0,0,454,61,39,,, +farretu01,1960,1,PHI,NL,10,6,59,0,0,0,11,310,88,31,3,29,70,0.23,2.7,6,4,4,1,415,50,36,,, +ferrado01,1960,1,CHA,AL,0,1,5,0,0,0,0,12,8,8,2,9,4,0.4,18,0,0,0,0,29,1,8,,, +fischbi01,1960,1,WS1,AL,3,5,20,7,1,0,0,231,85,42,7,17,31,0.28,4.91,2,2,0,0,325,4,45,,, +fischbi01,1960,2,DET,AL,5,3,20,6,1,0,0,165,50,21,6,18,24,0.24,3.44,3,1,0,0,228,7,23,,, +fisheed02,1960,1,SFN,NL,1,0,3,1,1,0,0,38,11,5,2,2,7,0.24,3.55,0,0,0,0,50,0,5,,, +fisheja01,1960,1,BAL,AL,12,11,40,20,8,3,2,593,174,75,13,78,99,0.24,3.41,4,2,2,0,824,14,87,,, +fordwh01,1960,1,NYA,AL,12,9,33,29,8,4,0,578,168,66,15,65,85,0.23,3.08,5,5,1,0,797,1,76,,, +fornimi01,1960,1,BOS,AL,10,5,70,0,0,0,14,327,86,32,6,49,64,0.21,2.64,7,5,6,0,461,48,38,,, +foxte01,1960,1,ML1,NL,0,0,5,0,0,0,0,25,6,4,0,6,5,0.2,4.32,0,0,0,0,36,1,5,,, +foytapa01,1960,1,DET,AL,2,11,28,13,1,0,2,290,108,66,11,49,38,0.28,6.14,3,2,0,1,435,10,70,,, +francea01,1960,1,PIT,NL,1,0,7,0,0,0,0,54,14,4,0,4,8,0.22,2,0,0,1,0,69,3,5,,, +freemma01,1960,1,CHN,NL,3,3,30,8,1,0,1,230,70,48,10,33,50,0.24,5.63,3,2,5,0,334,9,51,,, +frienbo01,1960,1,PIT,NL,18,12,38,37,16,4,1,827,266,92,18,45,183,0.25,3,10,5,0,0,1118,1,97,,, +funkfr01,1960,1,CLE,AL,4,2,9,0,0,0,1,95,27,7,3,9,18,0.24,1.99,3,1,0,0,122,8,8,,, +gablega02,1960,1,NYA,AL,3,3,21,4,0,0,1,156,46,24,2,32,19,0.24,4.15,1,4,0,0,228,5,27,,, +garcimi01,1960,1,CHA,AL,0,0,15,0,0,0,2,53,23,9,2,10,8,0.33,4.58,0,3,0,0,82,3,9,,, +garvene01,1960,1,KC1,AL,4,9,28,15,5,2,0,367,110,52,15,35,50,0.24,3.83,2,1,2,0,510,6,57,,, +gibbojo01,1960,1,PIT,NL,4,2,27,9,0,0,0,241,87,36,5,31,60,0.27,4.03,5,2,0,0,351,6,40,,, +gibsobo01,1960,1,SLN,NL,3,6,27,12,2,0,0,260,97,54,7,48,69,0.28,5.61,6,3,1,0,399,3,61,,, +gielpa01,1960,1,PIT,NL,2,0,16,0,0,0,0,99,35,21,3,15,21,0.27,5.73,1,4,0,0,146,3,25,,, +giggibo01,1960,1,ML1,NL,0,0,3,0,0,0,0,13,5,2,0,4,5,0.27,4.15,1,0,0,0,22,2,2,,, +giggibo01,1960,2,KC1,AL,1,0,10,0,0,0,0,56,24,12,1,15,8,0.33,5.79,2,1,0,0,92,2,12,,, +goetzjo01,1960,1,CHN,NL,0,0,4,0,0,0,0,19,10,9,2,4,6,0.37,12.79,1,0,0,0,32,1,9,,, +goldeji01,1960,1,LAN,NL,1,0,1,1,0,0,0,21,6,5,1,4,4,0.24,6.43,0,0,0,0,30,0,5,,, +gomezru01,1960,1,PHI,NL,0,3,22,1,0,0,1,157,68,31,7,9,24,0.32,5.33,2,2,1,0,233,6,37,,, +grantmu01,1960,1,CLE,AL,9,8,33,19,5,0,0,479,147,78,26,78,75,0.24,4.4,4,7,2,1,697,7,88,,, +grbael01,1960,1,NYA,AL,6,4,24,9,1,0,1,242,65,33,9,46,32,0.22,3.68,3,4,2,1,346,4,45,,, +greenda02,1960,1,PHI,NL,3,6,23,10,5,1,0,326,100,49,10,44,51,0.24,4.06,4,3,2,0,463,7,54,,, +greenfr01,1960,1,PIT,NL,8,4,45,0,0,0,3,210,61,25,4,33,49,0.24,3.21,8,0,1,0,301,18,26,,, +grimbo01,1960,1,CLE,AL,0,1,3,0,0,0,0,7,6,3,0,1,2,0.5,11.57,0,0,0,0,14,1,3,,, +grimbo01,1960,2,CIN,NL,2,2,26,0,0,0,2,91,32,15,3,10,22,0.27,4.45,2,0,0,0,133,14,18,,, +grimbo01,1960,3,SLN,NL,1,0,15,0,0,0,0,62,22,7,1,9,15,0.27,3.05,1,0,0,0,92,10,7,,, +grossdo01,1960,1,PIT,NL,0,0,5,0,0,0,0,16,5,2,1,0,3,0.23,3.38,0,0,0,0,21,3,2,,, +haddiha01,1960,1,PIT,NL,11,10,29,28,4,0,1,517,189,76,13,38,101,0.27,3.97,8,3,1,0,734,1,87,,, +halldi01,1960,1,KC1,AL,8,13,29,28,9,1,0,547,183,82,28,38,79,0.26,4.05,4,0,3,0,757,0,96,,, +harshja01,1960,1,CLE,AL,2,4,15,8,0,0,0,163,50,24,7,30,25,0.24,3.98,2,0,0,0,240,4,32,,, +hawkiwy01,1960,1,CLE,AL,4,4,15,9,1,0,0,198,68,31,10,39,39,0.26,4.23,2,1,1,0,297,2,32,,, +henrybi01,1960,1,CIN,NL,1,5,51,0,0,0,17,203,62,24,8,20,58,0.24,3.19,5,5,4,0,278,38,25,,, +herbera01,1960,1,KC1,AL,14,15,37,33,14,0,1,758,256,92,17,72,122,0.26,3.28,6,2,7,0,1063,3,106,,, +hernaru01,1960,1,WS1,AL,4,1,21,0,0,0,0,104,34,17,2,21,22,0.26,4.41,3,4,1,0,158,8,24,,, +hillmda01,1960,1,BOS,AL,0,3,16,3,0,0,0,110,41,23,6,12,14,0.28,5.65,1,0,0,1,161,3,27,,, +hobbigl01,1960,1,CHN,NL,16,20,46,36,16,4,1,776,253,114,27,101,134,0.25,3.97,7,8,9,0,1118,5,130,,, +hoeftbi01,1960,1,BAL,AL,2,1,19,0,0,0,0,56,18,9,2,14,14,0.24,4.34,1,0,0,0,89,8,10,,, +hookja01,1960,1,CIN,NL,11,18,36,33,10,2,0,666,222,111,31,73,103,0.26,4.5,7,2,5,0,939,1,119,,, +hydedi01,1960,1,WS1,AL,0,1,9,0,0,0,0,26,11,4,2,5,4,0.35,4.15,1,1,1,0,39,4,4,,, +jacksla01,1960,1,SLN,NL,18,13,43,38,14,3,0,846,277,109,22,70,171,0.25,3.48,4,2,3,0,1173,3,123,,, +jamesjo01,1960,1,NYA,AL,5,1,28,0,0,0,2,130,38,21,3,26,29,0.24,4.36,2,1,3,0,189,11,22,,, +jayjo01,1960,1,ML1,NL,9,8,32,11,3,0,1,400,128,48,10,59,90,0.25,3.24,5,8,6,0,581,7,60,,, +johnsbe01,1960,1,CHN,NL,2,1,17,0,0,0,1,88,39,16,3,11,9,0.35,4.91,0,1,1,0,130,7,21,,, +johnske02,1960,1,KC1,AL,5,10,42,6,2,0,3,361,120,57,16,45,83,0.26,4.26,6,3,7,1,525,18,68,,, +jonesgo01,1960,1,BAL,AL,1,1,29,0,0,0,2,165,59,27,9,13,30,0.28,4.42,1,0,1,1,228,15,28,,, +jonessa02,1960,1,SFN,NL,18,14,39,35,13,3,0,702,200,83,18,91,190,0.23,3.19,5,8,4,0,978,3,112,,, +jonessh02,1960,1,SFN,NL,1,1,16,0,0,0,1,96,37,11,3,11,10,0.29,3.09,1,0,1,0,143,8,17,,, +kaatji01,1960,1,WS1,AL,1,5,13,9,0,0,0,150,48,31,8,31,25,0.25,5.58,2,2,5,0,228,2,39,,, +kemmeru01,1960,1,WS1,AL,0,2,3,3,0,0,0,52,18,15,2,10,10,0.26,7.79,0,1,1,0,79,0,15,,, +kemmeru01,1960,2,CHA,AL,6,3,36,7,2,1,2,362,111,40,5,45,76,0.24,2.98,4,5,1,0,507,9,45,,, +kielyle01,1960,1,KC1,AL,1,2,20,0,0,0,1,62,21,4,1,5,6,0.26,1.74,0,0,1,0,86,12,4,,, +kippfr01,1960,1,NYA,AL,0,1,4,0,0,0,0,13,4,3,0,0,2,0.25,6.23,0,0,0,0,17,3,3,,, +klinero01,1960,1,SLN,NL,4,9,34,17,1,0,1,353,133,79,21,43,54,0.28,6.04,5,4,0,0,523,6,86,,, +klippjo01,1960,1,CLE,AL,5,5,49,0,0,0,14,223,53,24,8,35,46,0.2,2.91,3,1,1,0,303,30,30,,, +koufasa01,1960,1,LAN,NL,8,13,37,26,7,2,1,525,133,76,20,100,197,0.2,3.91,6,9,1,0,753,7,83,,, +kralija01,1960,1,WS1,AL,8,6,35,18,7,2,1,453,139,51,12,45,71,0.24,3.04,4,2,4,1,627,3,54,,, +kucksjo01,1960,1,KC1,AL,4,10,31,17,1,0,0,342,140,76,22,43,38,0.3,6,2,2,1,0,518,5,85,,, +kutynma01,1960,1,KC1,AL,3,2,51,0,0,0,4,185,64,27,7,32,20,0.27,3.94,3,2,0,1,276,30,33,,, +labincl01,1960,1,LAN,NL,0,1,13,0,0,0,1,51,26,11,1,8,15,0.35,5.82,3,0,0,0,81,6,12,,, +labincl01,1960,2,DET,AL,0,3,14,0,0,0,2,58,19,11,2,12,6,0.25,5.12,4,1,0,0,90,10,12,,, +labincl01,1960,3,PIT,NL,3,0,15,0,0,0,3,91,29,5,0,11,21,0.25,1.48,3,0,1,0,129,5,5,,, +larsedo01,1960,1,KC1,AL,1,10,22,15,0,0,0,251,97,50,11,42,43,0.29,5.38,1,2,0,0,381,3,55,,, +laryfr01,1960,1,DET,AL,15,15,38,36,15,2,1,823,262,107,25,62,149,0.24,3.51,3,8,19,1,1148,2,125,,, +latmaba01,1960,1,CLE,AL,7,7,31,20,4,0,0,442,146,66,19,72,94,0.25,4.03,2,5,6,0,656,2,78,,, +lawrebr01,1960,1,CIN,NL,1,0,7,0,0,0,1,23,9,9,1,8,2,0.31,10.57,1,0,0,0,38,1,12,,, +lawve01,1960,1,PIT,NL,20,9,35,35,18,3,0,815,266,93,25,40,120,0.25,3.08,8,2,4,1,1091,0,104,,, +leedo01,1960,1,WS1,AL,8,7,44,20,1,0,3,495,160,63,16,64,88,0.25,3.44,3,6,3,0,698,10,72,,, +leemi01,1960,1,CLE,AL,0,0,7,0,0,0,0,27,6,2,1,11,6,0.2,2,0,1,1,0,42,7,2,,, +lockebo01,1960,1,CLE,AL,3,5,32,11,2,2,2,369,121,46,10,37,53,0.25,3.37,3,1,2,1,521,10,51,,, +loesbi01,1960,1,SFN,NL,3,2,37,0,0,0,5,137,40,25,9,17,28,0.24,4.93,2,1,4,0,190,21,26,,, +lowntu01,1960,1,CHA,AL,2,3,45,0,0,0,5,202,60,29,6,34,39,0.23,3.88,6,0,0,0,292,16,31,,, +maasdu01,1960,1,NYA,AL,5,1,35,1,0,0,4,211,70,32,6,35,28,0.26,4.09,2,1,1,0,313,17,44,,, +mabebo01,1960,1,BAL,AL,0,0,2,0,0,0,0,2,4,2,0,1,0,0.57,27,0,0,0,0,8,0,6,,, +mackeke01,1960,1,ML1,NL,0,1,9,0,0,0,0,25,9,6,2,3,9,0.28,6.48,2,0,0,0,37,6,7,,, +maesthe01,1960,1,WS1,AL,0,0,1,0,0,0,0,6,1,0,0,1,1,0.16,0,0,0,0,0,7,0,0,,, +mahafar01,1960,1,PHI,NL,7,3,14,12,5,1,0,280,78,24,9,34,56,0.22,2.31,1,2,1,0,382,2,29,,, +malonji01,1960,1,CIN,NL,2,6,11,10,2,1,0,191,61,33,5,37,48,0.25,4.66,2,2,2,0,281,0,35,,, +marange01,1960,1,SFN,NL,1,4,17,4,0,0,0,152,50,26,6,30,28,0.25,4.62,7,1,0,0,230,4,32,,, +maricju01,1960,1,SFN,NL,6,2,11,11,6,1,0,244,59,24,5,28,58,0.2,2.66,1,3,0,2,328,0,29,,, +masonha01,1960,1,PHI,NL,0,0,3,0,0,0,0,17,9,6,1,5,3,0.37,9.53,1,0,0,0,31,1,6,,, +mathica01,1960,1,CLE,AL,0,1,7,0,0,0,0,46,14,6,2,8,13,0.23,3.52,0,0,0,1,68,3,7,,, +mcbrike01,1960,1,CHA,AL,0,1,5,0,0,0,0,14,6,2,0,3,4,0.33,3.86,0,0,1,0,24,3,2,,, +mccormi03,1960,1,SFN,NL,15,12,40,34,15,4,3,759,228,76,15,65,154,0.24,2.7,12,12,1,0,1033,6,87,,, +mcdanli01,1960,1,SLN,NL,12,4,65,2,1,0,26,349,85,27,8,24,105,0.2,2.09,3,7,1,1,448,47,28,,, +mcdevda01,1960,1,LAN,NL,0,4,24,7,0,0,0,159,51,25,7,42,30,0.26,4.25,3,4,6,0,248,7,26,,, +mclisca01,1960,1,CIN,NL,4,14,37,21,2,1,0,454,170,70,16,48,56,0.28,4.16,8,5,7,1,663,11,85,,, +mcmahdo02,1960,1,ML1,NL,3,6,48,0,0,0,10,191,66,42,9,32,50,0.26,5.94,4,2,2,1,288,27,48,,, +meyerja01,1960,1,PHI,NL,3,1,7,4,0,0,0,75,25,12,2,11,18,0.27,4.32,0,0,0,0,109,2,13,,, +millebo04,1960,1,SLN,NL,4,3,15,7,0,0,0,158,53,20,2,17,33,0.26,3.42,2,2,1,0,225,3,21,,, +millest01,1960,1,SFN,NL,7,6,47,3,2,0,2,305,100,44,9,31,65,0.25,3.9,5,0,3,0,437,16,49,,, +mizelvi01,1960,1,SLN,NL,1,3,9,9,0,0,0,166,64,28,7,28,42,0.29,4.55,4,2,0,0,252,0,31,,, +mizelvi01,1960,2,PIT,NL,13,5,23,23,8,3,0,467,141,54,7,46,71,0.24,3.12,6,1,3,0,631,0,59,,, +monbobi01,1960,1,BOS,AL,14,11,35,30,12,3,0,645,217,87,18,68,134,0.26,3.64,9,2,2,1,909,2,91,,, +monzara01,1960,1,SFN,NL,0,0,1,0,0,0,0,3,1,1,1,0,1,0.25,9,0,0,0,0,4,0,1,,, +moorera02,1960,1,CHA,AL,1,1,14,0,0,0,0,62,19,13,5,11,3,0.25,5.66,0,0,0,0,89,3,13,,, +moorera02,1960,2,WS1,AL,3,2,37,0,0,0,13,197,49,21,5,27,29,0.21,2.88,3,1,1,0,265,19,24,,, +morehse01,1960,1,CHN,NL,2,9,45,7,2,0,4,370,123,54,17,46,64,0.25,3.94,6,3,2,3,531,15,61,,, +morgato01,1960,1,DET,AL,3,2,22,0,0,0,1,87,33,15,6,10,12,0.29,4.66,1,0,0,0,127,16,17,,, +morgato01,1960,2,WS1,AL,1,3,14,0,0,0,0,72,36,10,6,5,11,0.34,3.75,3,0,1,0,113,6,15,,, +mossido01,1960,1,DET,AL,9,8,23,22,9,2,0,475,158,61,17,32,69,0.25,3.47,4,0,1,0,660,1,68,,, +muffebi01,1960,1,BOS,AL,6,4,23,14,4,1,0,375,116,45,6,36,75,0.24,3.24,2,4,5,0,530,3,53,,, +neigeal01,1960,1,PHI,NL,0,0,6,0,0,0,0,38,16,8,2,4,3,0.34,5.68,1,1,2,0,59,3,8,,, +nelsome01,1960,1,SLN,NL,0,1,2,1,0,0,0,24,7,3,1,2,7,0.22,3.38,1,0,0,0,33,1,3,,, +newcodo01,1960,1,CIN,NL,4,6,16,15,1,0,0,248,99,42,12,14,36,0.3,4.57,0,0,3,0,354,0,48,,, +newcodo01,1960,2,CLE,AL,2,3,20,2,0,0,1,162,61,26,6,8,27,0.28,4.33,0,0,0,0,223,13,28,,, +nichoch02,1960,1,BOS,AL,0,2,6,1,0,0,0,38,12,6,0,4,11,0.24,4.26,0,0,0,0,55,3,6,,, +nottedo01,1960,1,ML1,NL,1,0,5,1,0,0,1,46,14,7,0,15,8,0.23,4.11,2,0,0,0,77,1,10,,, +nuxhajo01,1960,1,CIN,NL,1,8,38,6,0,0,0,336,130,55,8,27,72,0.29,4.42,6,3,4,0,482,5,58,,, +odellbi01,1960,1,SFN,NL,8,13,43,24,6,1,2,608,198,72,16,72,145,0.25,3.2,8,4,2,2,873,6,80,,, +olivodi01,1960,1,PIT,NL,0,0,4,0,0,0,0,29,8,3,1,5,10,0.21,2.79,1,0,0,0,42,2,3,,, +ortegph01,1960,1,LAN,NL,0,0,3,1,0,0,0,19,12,12,1,5,4,0.4,17.05,0,0,0,0,37,0,12,,, +osteecl01,1960,1,CIN,NL,0,1,20,3,0,0,0,145,53,27,5,30,15,0.29,5.03,4,4,1,0,217,8,29,,, +otoolji01,1960,1,CIN,NL,12,12,34,31,7,2,1,589,198,83,14,66,124,0.26,3.8,4,7,4,0,834,1,94,,, +owensji01,1960,1,PHI,NL,4,14,31,22,6,0,0,450,182,84,21,64,83,0.29,5.04,7,9,1,0,686,2,95,,, +palmqed01,1960,1,LAN,NL,0,1,22,0,0,0,0,117,34,11,6,16,23,0.24,2.54,5,1,1,0,162,4,16,,, +pappami01,1960,1,BAL,AL,15,11,30,27,11,3,0,617,184,77,15,83,126,0.24,3.37,4,10,6,0,863,3,81,,, +pascuca02,1960,1,WS1,AL,12,8,26,22,8,3,2,455,139,51,11,53,143,0.24,3.03,2,2,2,0,639,2,65,,, +penaor01,1960,1,CIN,NL,0,1,4,0,0,0,0,28,8,3,0,3,9,0.22,2.89,2,0,0,0,39,1,3,,, +perryji01,1960,1,CLE,AL,18,10,41,36,10,4,1,784,257,105,35,91,120,0.26,3.62,3,3,4,0,1103,3,118,,, +peterga01,1960,1,CHA,AL,0,0,2,0,0,0,0,10,4,1,0,1,4,0.28,2.7,0,0,0,0,15,0,1,,, +phillta01,1960,1,PHI,NL,0,1,10,1,0,0,0,42,21,13,2,4,6,0.35,8.36,0,1,1,0,67,3,13,,, +pichero01,1960,1,ML1,NL,3,5,37,0,0,0,9,144,48,19,3,23,38,0.25,3.56,4,2,3,0,218,27,26,,, +piercbi02,1960,1,CHA,AL,14,7,32,30,8,1,0,589,201,79,24,46,108,0.26,3.62,1,2,0,0,813,1,81,,, +pizarju01,1960,1,ML1,NL,6,7,21,17,3,0,0,344,105,58,13,72,88,0.24,4.55,1,5,4,0,514,2,63,,, +podrejo01,1960,1,LAN,NL,14,12,34,33,8,1,0,683,217,78,25,71,159,0.25,3.08,9,7,1,1,951,1,88,,, +portoar01,1960,1,BAL,AL,3,2,13,5,1,0,0,122,44,20,6,9,15,0.27,4.43,0,1,0,0,170,6,23,,, +purkebo01,1960,1,CIN,NL,17,11,41,33,11,1,0,758,259,101,23,59,97,0.26,3.6,5,2,9,1,1064,3,114,,, +rakowed01,1960,1,LAN,NL,0,1,9,2,0,0,0,66,30,18,5,11,9,0.32,7.36,3,1,0,1,106,2,19,,, +ramospe01,1960,1,WS1,AL,11,18,43,36,14,1,2,822,254,105,24,99,160,0.24,3.45,8,3,7,0,1162,6,126,,, +reedho01,1960,1,KC1,AL,0,0,1,0,0,0,0,5,2,0,1,0,1,0.28,0,0,0,0,0,7,0,1,,, +reganph01,1960,1,DET,AL,0,4,17,7,0,0,1,204,70,34,11,25,38,0.26,4.5,1,1,2,0,295,3,39,,, +richadu01,1960,1,CIN,NL,0,0,2,0,0,0,0,9,5,3,0,2,2,0.38,9,0,0,0,0,16,0,4,,, +roberro01,1960,1,PHI,NL,12,16,35,33,13,2,1,712,256,106,31,34,122,0.27,4.02,7,0,2,0,982,2,113,,, +robinhu01,1960,1,PHI,NL,0,4,33,1,0,0,0,149,48,19,6,22,31,0.25,3.44,5,1,0,0,215,14,24,,, +roebued01,1960,1,LAN,NL,8,3,58,0,0,0,8,350,109,36,13,38,77,0.25,2.78,11,4,0,0,473,29,42,,, +rushbo01,1960,1,ML1,NL,2,0,10,0,0,0,1,45,24,7,2,5,8,0.36,4.2,2,0,0,0,73,7,9,,, +rushbo01,1960,2,CHA,AL,0,0,9,0,0,0,0,43,16,9,4,5,12,0.3,5.65,2,0,0,0,61,6,10,,, +sadecra01,1960,1,SLN,NL,9,9,26,26,7,1,0,472,148,66,15,86,95,0.24,3.78,1,8,1,0,690,0,76,,, +sadowte01,1960,1,WS1,AL,1,0,9,1,0,0,1,52,17,10,4,9,12,0.25,5.19,1,0,1,0,77,4,10,,, +sanchra01,1960,1,CIN,NL,1,0,8,0,0,0,0,44,12,8,1,11,5,0.22,4.91,1,0,3,0,68,1,9,,, +sanfoja02,1960,1,SFN,NL,12,14,37,34,11,6,0,657,199,93,11,99,125,0.24,3.82,6,15,2,3,940,2,111,,, +schafjo01,1960,1,CHN,NL,2,3,33,0,0,0,3,165,46,17,2,17,33,0.23,2.78,2,1,1,0,221,18,21,,, +schroal01,1960,1,CHN,NL,0,0,2,0,0,0,0,8,3,3,1,5,2,0.27,10.13,0,0,0,0,16,0,3,,, +scorehe01,1960,1,CHA,AL,5,10,23,22,5,1,0,341,91,47,10,87,78,0.22,3.72,0,8,2,0,506,1,54,,, +semprra01,1960,1,DET,AL,3,0,17,0,0,0,0,81,29,12,2,16,9,0.26,4,0,2,0,0,125,8,17,,, +shantbo01,1960,1,NYA,AL,5,4,42,0,0,0,11,203,57,21,5,24,54,0.23,2.79,4,3,2,0,280,21,24,,, +shawbo01,1960,1,CHA,AL,13,13,36,32,7,1,0,578,221,87,16,62,46,0.29,4.06,3,0,3,0,840,2,97,,, +sherrla01,1960,1,LAN,NL,14,10,57,3,1,0,7,427,125,60,14,82,114,0.23,3.79,15,6,6,0,622,38,65,,, +shipljo01,1960,1,SFN,NL,0,0,15,0,0,0,0,60,20,12,2,9,9,0.27,5.4,1,1,3,1,87,6,13,,, +shortbi01,1960,1,NYA,AL,3,5,10,10,2,0,0,141,49,25,5,30,14,0.28,4.79,1,1,1,0,210,0,25,,, +shortch02,1960,1,PHI,NL,6,9,42,10,2,0,3,322,101,47,8,52,54,0.24,3.94,5,6,3,0,467,13,55,,, +simmocu01,1960,1,PHI,NL,0,0,4,2,0,0,0,12,13,8,3,6,4,0.54,18,0,0,0,0,31,0,8,,, +simmocu01,1960,2,SLN,NL,7,4,23,17,3,1,0,456,149,45,11,31,63,0.25,2.66,6,3,0,1,617,2,50,,, +sisleda01,1960,1,DET,AL,7,5,41,0,0,0,6,240,56,22,3,45,47,0.19,2.48,1,9,2,0,334,19,23,,, +spahnwa01,1960,1,ML1,NL,21,10,40,33,18,4,2,803,254,104,24,74,154,0.25,3.5,9,1,4,0,1110,5,114,,, +spencge01,1960,1,DET,AL,0,1,5,0,0,0,0,23,10,3,1,5,4,0.32,3.52,1,0,0,0,37,3,3,,, +staffbi01,1960,1,NYA,AL,3,1,11,8,2,1,0,180,50,15,3,18,36,0.22,2.25,0,0,1,0,246,0,17,,, +stalege01,1960,1,CHA,AL,13,8,64,0,0,0,10,346,94,31,8,25,52,0.22,2.42,7,1,3,0,461,45,40,,, +stalltr01,1960,1,BOS,AL,0,0,4,0,0,0,0,12,0,0,0,2,6,0,0,0,0,0,0,15,4,0,,, +stigmdi01,1960,1,CLE,AL,5,11,41,18,3,0,9,401,118,67,13,87,104,0.23,4.51,1,7,0,0,597,16,78,,, +stobbch01,1960,1,WS1,AL,12,7,40,13,1,1,2,358,115,44,13,38,72,0.25,3.32,4,2,3,0,510,13,54,,, +stockwe01,1960,1,BAL,AL,2,2,17,0,0,0,2,103,26,11,2,14,23,0.21,2.88,1,0,1,0,137,9,11,,, +stoweha01,1960,1,NYA,AL,0,0,1,0,0,0,0,3,0,1,0,1,0,0,9,0,0,0,1,4,0,1,,, +strikja01,1960,1,CHA,AL,0,0,2,0,0,0,0,11,5,2,1,1,1,0.35,4.91,0,0,1,0,16,1,3,,, +sturdto01,1960,1,BOS,AL,3,3,40,3,0,0,1,304,106,56,16,45,67,0.27,4.97,5,5,2,0,443,14,58,,, +sullifr01,1960,1,BOS,AL,6,16,40,22,4,0,1,461,164,87,12,52,98,0.26,5.1,6,3,6,0,678,4,94,,, +terryra01,1960,1,NYA,AL,10,8,35,23,7,3,1,500,149,63,15,52,92,0.23,3.4,3,3,4,0,687,7,78,,, +thomaca01,1960,1,CLE,AL,1,0,4,0,0,0,0,29,8,8,1,10,5,0.22,7.45,0,1,1,0,47,1,8,,, +tiefebo01,1960,1,CLE,AL,0,1,6,0,0,0,0,27,8,2,0,3,2,0.24,2,0,0,0,0,37,4,2,,, +trowbbo01,1960,1,KC1,AL,1,3,22,1,0,0,2,205,70,35,6,34,33,0.28,4.61,3,5,1,0,298,5,41,,, +tsitojo01,1960,1,KC1,AL,0,2,14,2,0,0,0,99,38,24,3,21,12,0.29,6.55,1,5,8,0,165,4,25,,, +turlebo01,1960,1,NYA,AL,9,3,34,24,4,1,5,520,138,63,14,87,87,0.22,3.27,3,6,5,1,727,6,67,,, +umbriji01,1960,1,PIT,NL,1,2,17,3,0,0,1,122,40,23,5,27,26,0.27,5.09,1,3,0,0,180,5,23,,, +walkeje01,1960,1,BAL,AL,3,4,29,18,1,0,5,354,107,49,15,56,48,0.24,3.74,0,0,3,0,502,8,53,,, +wickeda01,1960,1,KC1,AL,0,0,5,0,0,0,2,25,4,1,0,1,3,0.14,1.08,0,0,0,1,28,5,1,,, +wieante01,1960,1,CIN,NL,0,1,5,0,0,0,0,13,4,5,2,5,3,0.25,10.38,1,0,0,0,21,3,5,,, +wilheho01,1960,1,BAL,AL,11,8,41,11,3,1,7,441,125,54,13,39,107,0.22,3.31,0,6,1,1,599,24,69,,, +willeca01,1960,1,ML1,NL,6,7,28,21,2,1,0,434,136,70,19,65,109,0.24,4.35,5,7,7,1,634,2,78,,, +willist02,1960,1,LAN,NL,14,10,38,30,9,2,1,622,162,69,26,72,175,0.21,3,1,7,5,2,858,6,84,,, +willste01,1960,1,BOS,AL,1,1,15,0,0,0,1,91,38,25,4,16,28,0.31,7.42,1,4,3,0,143,8,26,,, +wilsoea01,1960,1,BOS,AL,3,2,13,9,2,0,0,195,61,34,4,48,40,0.24,4.71,1,4,0,2,301,1,36,,, +wittge01,1960,1,PIT,NL,1,2,10,6,0,0,0,90,33,14,3,12,15,0.3,4.2,0,0,0,0,128,0,18,,, +woodeha01,1960,1,WS1,AL,4,5,41,14,1,0,4,345,131,60,7,60,46,0.28,4.7,3,4,3,0,527,14,67,,, +worthal01,1960,1,BOS,AL,0,1,6,0,0,0,0,35,17,10,1,11,7,0.34,7.71,3,3,0,0,62,2,12,,, +worthal01,1960,2,CHA,AL,1,1,4,0,0,0,0,16,3,2,0,4,1,0.17,3.38,0,0,0,0,24,3,2,,, +wrighme01,1960,1,CHN,NL,0,1,9,0,0,0,2,49,17,9,1,3,8,0.27,4.96,1,0,0,0,67,6,9,,, +wynnea01,1960,1,CHA,AL,13,12,36,35,13,4,1,712,220,92,20,112,158,0.24,3.49,2,1,4,0,1024,1,105,,, +aguirha01,1961,1,DET,AL,4,4,45,0,0,0,8,166,44,20,5,38,32,0.22,3.25,3,4,2,0,244,21,22,,, +allenbo04,1961,1,CLE,AL,3,2,48,0,0,0,3,245,96,34,7,40,42,0.29,3.75,5,4,1,0,373,17,42,,, +anderbo01,1961,1,CHN,NL,7,10,57,12,1,0,8,456,162,72,14,56,96,0.27,4.26,11,4,2,0,659,21,85,,, +andercr01,1961,1,SLN,NL,4,3,25,0,0,0,1,116,38,14,3,12,21,0.25,3.26,0,3,1,0,164,13,15,,, +antonjo02,1961,1,CLE,AL,0,4,11,7,0,0,0,144,68,35,8,18,23,0.33,6.56,0,1,1,0,225,0,39,,, +antonjo02,1961,2,ML1,NL,1,0,9,0,0,0,0,32,16,9,2,3,8,0.34,7.59,0,0,0,0,51,4,9,,, +archeji02,1961,1,KC1,AL,9,15,39,27,9,2,5,616,204,73,11,60,110,0.25,3.2,6,2,5,4,879,7,99,,, +arrigge01,1961,1,MIN,AL,0,1,7,2,0,0,0,29,9,11,0,10,6,0.26,10.24,0,0,2,0,51,3,12,,, +arroylu01,1961,1,NYA,AL,15,5,65,0,0,0,29,357,83,29,5,49,87,0.19,2.19,8,4,3,0,484,54,34,,, +baldsja01,1961,1,PHI,NL,5,3,65,0,0,0,3,299,90,43,7,49,59,0.24,3.88,11,11,5,0,435,39,53,,, +barbest01,1961,1,BAL,AL,18,12,37,34,14,8,1,745,194,92,13,130,150,0.21,3.33,4,9,2,1,1040,1,102,,, +bassno01,1961,1,KC1,AL,11,11,40,23,6,2,0,512,164,89,17,82,74,0.25,4.69,0,5,4,0,744,9,98,,, +baumafr01,1961,1,CHA,AL,10,13,53,23,5,1,3,563,249,117,22,59,75,0.31,5.61,4,3,2,0,860,13,128,,, +bautaed01,1961,1,SLN,NL,2,0,13,0,0,0,5,58,12,3,2,5,12,0.17,1.4,1,0,0,0,76,9,5,,, +becquju01,1961,2,MIN,AL,0,0,1,0,0,0,0,4,4,3,0,1,0,0.5,20.25,0,0,0,0,9,1,3,,, +bellga01,1961,1,CLE,AL,12,16,34,34,11,2,0,685,214,104,32,100,163,0.24,4.1,2,3,6,0,994,0,125,,, +bolinbo01,1961,1,SFN,NL,2,2,37,1,0,0,5,144,37,17,6,37,48,0.21,3.19,8,4,3,1,224,18,20,,, +borlato01,1961,1,BOS,AL,0,0,1,0,0,0,0,3,3,2,0,0,0,0.5,18,0,0,0,0,6,1,2,,, +bouldca01,1961,1,WS2,AL,0,1,2,1,0,0,0,10,9,6,0,2,2,0.5,16.2,0,1,0,0,20,0,6,,, +bowsfte01,1961,1,LAA,AL,11,8,41,21,4,1,0,471,154,65,18,63,88,0.25,3.73,3,3,1,0,683,6,75,,, +breweji01,1961,1,CHN,NL,1,7,36,11,0,0,0,260,116,56,17,21,57,0.32,5.82,2,4,1,0,388,11,65,,, +breweto01,1961,1,BOS,AL,3,2,10,9,0,0,0,126,37,16,4,29,13,0.24,3.43,0,4,0,0,189,1,21,,, +briceal01,1961,1,CHA,AL,0,1,3,0,0,0,0,10,4,0,0,3,3,0.3,0,0,0,0,0,16,0,2,,, +bridgma01,1961,1,CIN,NL,0,1,13,0,0,0,0,62,26,18,4,11,17,0.31,7.84,0,1,1,0,98,5,19,,, +brogler01,1961,1,SLN,NL,9,12,29,26,7,2,0,524,166,80,19,75,113,0.24,4.12,5,1,1,0,762,2,97,,, +brosnji01,1961,1,CIN,NL,10,4,53,0,0,0,16,240,77,27,7,18,40,0.24,3.04,3,1,0,1,335,34,34,,, +brownha01,1961,1,BAL,AL,10,6,27,23,6,3,1,500,153,59,14,33,61,0.24,3.19,0,3,1,0,668,3,62,,, +brownpa01,1961,1,PHI,NL,0,1,5,1,0,0,0,30,13,9,3,8,1,0.32,8.1,0,0,1,0,50,1,9,,, +brucebo01,1961,1,DET,AL,1,2,14,6,0,0,0,134,57,22,6,24,25,0.32,4.43,2,0,2,0,210,2,28,,, +bruckfr01,1961,1,MIN,AL,0,0,1,0,0,0,0,0,3,3,0,1,0,1,,0,0,0,0,4,0,3,,, +brunege01,1961,1,ML1,NL,0,0,5,0,0,0,0,15,7,3,1,2,0,0.41,5.4,0,1,0,0,23,3,3,,, +buhlbo01,1961,1,ML1,NL,9,10,32,28,9,1,0,565,180,86,23,98,77,0.25,4.11,4,3,5,0,820,2,99,,, +bunniji01,1961,1,DET,AL,17,11,38,37,12,4,1,804,232,95,25,71,194,0.22,3.19,3,2,9,0,1110,1,113,,, +burdele01,1961,1,ML1,NL,18,11,40,36,14,3,0,817,295,121,31,33,92,0.27,4,3,1,3,1,1126,4,131,,, +burnspe01,1961,1,WS2,AL,4,9,33,16,4,2,2,340,106,57,11,51,56,0.25,4.53,2,3,3,0,492,9,66,,, +burwedi01,1961,1,CHN,NL,0,0,2,0,0,0,0,12,6,4,0,4,0,0.37,9,0,1,0,0,21,0,4,,, +buzhajo01,1961,1,PHI,NL,6,18,41,27,6,1,0,607,200,101,28,65,92,0.26,4.49,6,3,6,0,848,4,107,,, +cardwdo01,1961,1,CHN,NL,15,14,39,38,13,3,0,778,243,110,22,88,156,0.24,3.82,0,6,10,2,1106,1,121,,, +casalje01,1961,1,LAA,AL,1,5,13,7,0,0,1,128,52,31,9,25,35,0.29,6.54,0,6,1,0,202,1,34,,, +casalje01,1961,2,DET,AL,0,0,3,1,0,0,0,36,15,7,3,3,6,0.31,5.25,0,2,0,0,51,0,8,,, +chancde01,1961,1,LAA,AL,0,2,5,4,0,0,0,55,33,14,0,5,11,0.41,6.87,1,1,1,0,88,1,15,,, +cheneto01,1961,1,PIT,NL,0,0,1,0,0,0,0,0,1,4,1,4,0,0.5,,0,1,0,0,6,0,5,,, +cheneto01,1961,2,WS2,AL,1,3,10,7,0,0,0,89,32,29,8,26,20,0.28,8.8,0,3,0,0,143,2,30,,, +cicotal01,1961,1,SLN,NL,2,6,29,7,0,0,1,225,83,44,16,34,51,0.28,5.28,2,3,2,0,333,9,47,,, +ciscoga01,1961,1,BOS,AL,2,4,17,8,0,0,0,157,67,39,5,28,26,0.32,6.71,0,1,0,1,242,4,40,,, +clevete01,1961,1,LAA,AL,2,1,12,0,0,0,1,48,13,3,1,13,11,0.22,1.69,1,1,0,0,72,7,5,,, +clevete01,1961,2,NYA,AL,1,1,21,0,0,0,0,95,35,17,3,21,14,0.28,4.83,1,2,1,0,146,9,20,,, +clonito01,1961,1,ML1,NL,7,2,19,10,3,0,0,252,84,49,16,33,51,0.25,5.25,1,7,1,4,363,4,49,,, +coateji01,1961,1,NYA,AL,11,5,43,11,4,1,5,424,128,54,15,53,80,0.24,3.44,0,2,7,0,595,15,60,,, +conlege01,1961,1,BOS,AL,11,14,33,30,6,2,1,599,229,109,33,65,113,0.28,4.91,2,0,3,0,877,3,116,,, +craigro01,1961,1,LAN,NL,5,6,40,14,2,0,2,338,130,77,22,52,63,0.28,6.15,7,7,4,1,513,7,87,,, +cuetobe01,1961,1,MIN,AL,1,3,7,5,0,0,0,64,27,17,7,10,5,0.3,7.17,0,0,1,0,102,0,24,,, +curtija01,1961,1,CHN,NL,10,13,31,27,6,0,0,541,220,98,23,51,57,0.3,4.89,6,1,1,0,802,2,117,,, +dailebi01,1961,1,CLE,AL,1,0,12,0,0,0,0,57,16,2,0,6,7,0.23,0.95,1,2,0,0,76,10,4,,, +daleybu01,1961,1,KC1,AL,4,8,16,10,2,0,1,191,84,35,6,22,36,0.31,4.95,2,0,5,0,296,4,46,,, +daleybu01,1961,2,NYA,AL,8,9,23,17,7,0,0,389,127,57,17,51,83,0.25,3.96,6,1,4,1,558,0,63,,, +daniebe02,1961,1,WS2,AL,12,11,32,28,12,1,0,636,184,81,14,80,110,0.23,3.44,8,5,3,1,876,1,90,,, +degermi01,1961,1,CHA,AL,0,0,1,0,0,0,0,5,2,1,0,1,0,0.4,5.4,0,1,0,0,7,0,1,,, +delocik01,1961,1,BOS,AL,6,9,28,28,3,1,0,468,185,85,24,52,80,0.29,4.9,2,2,2,0,698,0,110,,, +ditmaar01,1961,1,NYA,AL,2,3,12,8,1,0,0,163,59,28,9,14,24,0.28,4.64,0,1,2,0,231,1,33,,, +ditmaar01,1961,2,KC1,AL,0,5,20,5,0,0,1,162,60,34,6,23,19,0.28,5.67,1,1,2,0,242,2,34,,, +donohji01,1961,1,DET,AL,1,1,14,0,0,0,1,61,23,8,2,15,20,0.28,3.54,2,2,0,0,98,8,10,,, +donohji01,1961,2,LAA,AL,4,6,38,7,0,0,5,301,93,48,16,50,79,0.24,4.31,4,2,0,0,435,15,48,,, +donovdi01,1961,1,WS2,AL,10,10,23,22,11,2,0,506,138,45,10,35,62,0.22,2.4,3,0,3,0,671,0,60,,, +dottega01,1961,1,MIN,AL,0,0,2,0,0,0,0,18,6,6,0,4,2,0.27,9,1,0,0,0,28,0,6,,, +downial01,1961,1,NYA,AL,0,1,5,1,0,0,0,27,7,8,0,12,12,0.21,8,0,1,1,1,47,3,8,,, +drabomo01,1961,1,ML1,NL,0,2,16,0,0,0,2,76,26,13,4,18,5,0.27,4.62,3,1,1,1,118,7,15,,, +drottdi01,1961,1,CHN,NL,1,4,35,8,0,0,0,294,75,46,13,51,48,0.21,4.22,0,7,1,1,414,12,54,,, +drysddo01,1961,1,LAN,NL,13,10,40,37,10,3,0,732,236,100,29,83,182,0.25,3.69,15,7,20,1,1047,2,111,,, +duffaji01,1961,1,SFN,NL,5,1,24,4,1,0,1,185,59,29,9,32,37,0.25,4.23,7,1,2,0,271,7,31,,, +durenry01,1961,1,NYA,AL,0,1,4,0,0,0,0,15,2,3,2,4,7,0.12,5.4,0,0,0,0,21,2,3,,, +durenry01,1961,2,LAA,AL,6,12,40,14,1,1,2,297,87,57,13,75,108,0.23,5.18,1,7,3,0,460,9,70,,, +earlear01,1961,1,BOS,AL,2,4,33,0,0,0,7,149,42,22,3,34,44,0.22,3.99,3,2,0,0,223,22,31,,, +ellswdi01,1961,1,CHN,NL,10,11,37,31,7,1,0,560,213,80,23,48,91,0.29,3.86,3,9,3,0,799,2,90,,, +elstodo01,1961,1,CHN,NL,6,7,58,0,0,0,8,280,108,58,11,45,59,0.29,5.59,12,3,6,0,421,32,64,,, +estrach01,1961,1,BAL,AL,15,9,33,31,6,1,0,636,159,87,19,132,160,0.2,3.69,0,8,10,2,924,1,91,,, +facero01,1961,1,PIT,NL,6,12,62,0,0,0,17,276,94,39,12,10,55,0.26,3.82,4,5,1,0,373,47,44,,, +farretu01,1961,1,PHI,NL,2,1,5,0,0,0,0,29,10,7,3,6,10,0.27,6.52,1,0,1,0,46,3,8,,, +farretu01,1961,2,LAN,NL,6,6,50,0,0,0,10,267,107,50,12,43,80,0.29,5.06,14,10,1,0,414,28,56,,, +ferrado01,1961,1,PHI,NL,5,12,42,14,3,1,1,416,120,58,14,68,89,0.23,3.76,4,2,1,0,587,10,64,,, +fischbi01,1961,1,DET,AL,3,2,26,1,0,0,3,140,54,26,10,17,18,0.29,5.01,2,2,0,0,205,13,28,,, +fischbi01,1961,2,KC1,AL,1,0,15,0,0,0,2,63,26,9,2,6,12,0.32,3.86,0,1,0,0,89,10,9,,, +fisheed02,1961,1,SFN,NL,0,2,15,1,0,0,1,101,36,20,7,9,16,0.26,5.35,3,1,0,0,146,5,23,,, +fisheja01,1961,1,BAL,AL,10,13,36,25,10,1,1,588,205,85,17,75,118,0.27,3.9,3,10,4,0,853,7,104,,, +fordwh01,1961,1,NYA,AL,25,4,39,39,11,3,0,849,242,101,23,92,209,0.22,3.21,3,8,1,0,1159,0,108,,, +fornimi01,1961,1,BOS,AL,9,8,57,2,1,0,15,358,121,62,18,54,70,0.26,4.68,7,5,2,0,526,42,65,,, +fossla01,1961,1,PIT,NL,1,1,3,3,0,0,0,46,15,10,3,11,9,0.27,5.87,0,0,2,0,70,0,11,,, +fowlear01,1961,1,LAA,AL,5,8,53,3,0,0,11,267,68,36,12,29,78,0.2,3.64,3,1,0,0,361,32,42,,, +foxte01,1961,1,DET,AL,5,2,39,0,0,0,12,172,42,9,6,16,32,0.2,1.41,1,0,3,0,231,25,12,,, +foytapa01,1961,1,DET,AL,11,10,32,20,6,0,0,509,152,74,27,56,89,0.23,3.93,0,1,2,0,702,4,81,,, +francea01,1961,1,PIT,NL,2,8,23,15,0,0,0,308,110,48,4,47,53,0.27,4.21,7,5,1,0,458,4,60,,, +frienbo01,1961,1,PIT,NL,14,19,41,35,10,1,1,708,271,101,16,45,108,0.28,3.85,10,4,3,0,1001,3,119,,, +funkfr01,1961,1,CLE,AL,11,11,56,0,0,0,11,277,79,34,9,31,64,0.23,3.31,6,3,4,1,382,43,35,,, +gablega02,1961,1,WS2,AL,3,8,29,9,0,0,4,278,104,50,5,37,33,0.28,4.86,3,7,1,0,411,11,61,,, +garcimi01,1961,1,WS2,AL,0,1,16,0,0,0,0,57,23,10,1,13,14,0.28,4.74,3,0,1,0,97,9,14,,, +garvene01,1961,1,LAA,AL,0,3,12,2,0,0,0,87,40,18,2,16,9,0.34,5.59,0,1,0,0,134,3,18,,, +gibbojo01,1961,1,PIT,NL,13,10,30,29,7,3,0,586,185,72,16,57,145,0.25,3.32,4,3,4,0,816,1,85,,, +gibsobo01,1961,1,SLN,NL,13,12,35,27,10,2,1,634,186,76,13,119,166,0.23,3.24,7,8,6,1,916,3,91,,, +gielpa01,1961,1,MIN,AL,1,0,12,0,0,0,0,58,24,21,6,17,14,0.28,9.78,1,0,0,0,102,4,27,,, +gielpa01,1961,2,KC1,AL,0,0,1,0,0,0,0,5,6,7,1,3,1,0.6,37.8,0,0,0,0,13,0,7,,, +gladdfr01,1961,1,DET,AL,1,0,8,0,0,0,0,49,18,6,1,11,11,0.28,3.31,1,1,2,0,79,2,7,,, +goldeji01,1961,1,LAN,NL,1,1,28,0,0,0,0,126,52,27,7,20,18,0.3,5.79,2,1,0,0,199,13,30,,, +grantmu01,1961,1,CLE,AL,15,9,35,35,11,3,0,734,207,105,32,109,146,0.22,3.86,3,8,3,0,1037,0,118,,, +grbael01,1961,1,LAA,AL,11,13,40,30,8,0,2,635,197,100,26,114,105,0.24,4.25,10,6,7,1,941,5,119,,, +greenda02,1961,1,PHI,NL,2,4,42,10,1,1,1,384,160,69,8,47,51,0.31,4.85,6,4,2,0,566,16,77,,, +greenfr01,1961,1,PIT,NL,0,0,13,0,0,0,0,62,27,11,2,9,4,0.32,4.79,2,3,0,0,95,3,16,,, +grzenjo01,1961,1,DET,AL,1,0,4,0,0,0,0,17,9,5,2,2,0,0.37,7.94,1,0,0,0,28,0,5,,, +hackewa02,1961,1,CHA,AL,3,3,42,0,0,0,8,172,62,24,8,8,40,0.27,3.77,1,0,1,0,244,26,26,,, +haddiha01,1961,1,PIT,NL,10,6,29,22,5,2,0,468,159,71,15,41,99,0.26,4.1,6,4,2,0,646,4,72,,, +halldi01,1961,1,BAL,AL,7,5,29,13,4,2,4,367,102,42,10,30,92,0.22,3.09,5,0,0,0,489,9,47,,, +hamilst01,1961,1,CLE,AL,0,0,2,0,0,0,0,9,2,1,0,3,4,0.2,3,0,1,0,1,15,0,1,,, +hawkiwy01,1961,1,CLE,AL,7,9,30,21,3,1,1,399,139,60,16,59,51,0.27,4.06,1,3,2,1,587,8,72,,, +heisero01,1961,1,WS2,AL,0,0,3,0,0,0,0,17,6,4,1,9,1,0.26,6.35,0,0,1,0,33,2,5,,, +hemanru01,1961,1,CLE,AL,0,0,6,0,0,0,1,30,8,4,0,8,4,0.21,3.6,0,0,1,0,46,6,4,,, +hemanru01,1961,2,LAA,AL,0,0,6,0,0,0,0,30,4,2,1,2,2,0.12,1.8,0,0,1,0,38,1,3,,, +hendlbo01,1961,1,ML1,NL,5,7,19,13,3,0,0,291,96,42,8,39,44,0.26,3.9,2,2,0,0,412,2,46,,, +henrybi01,1961,1,CIN,NL,2,1,47,0,0,0,16,160,50,13,8,15,53,0.24,2.19,4,0,0,0,224,32,18,,, +herbera01,1961,1,KC1,AL,3,6,13,12,1,0,0,251,103,50,10,30,34,0.3,5.38,1,0,2,1,381,0,56,,, +herbera01,1961,2,CHA,AL,9,6,21,20,4,0,0,413,142,62,15,36,50,0.26,4.05,2,1,0,1,586,1,69,,, +hernaru01,1961,1,WS2,AL,0,1,7,0,0,0,0,27,8,3,0,3,4,0.25,3,0,0,0,1,37,5,5,,, +hillmda01,1961,1,BOS,AL,3,2,28,1,0,0,0,234,70,24,8,23,39,0.24,2.77,0,1,0,0,321,10,26,,, +hobaued01,1961,1,WS2,AL,7,9,26,18,3,0,0,379,142,62,12,64,67,0.28,4.42,3,4,1,0,576,2,68,,, +hobbigl01,1961,1,CHN,NL,7,13,36,29,7,2,2,596,207,94,26,54,103,0.26,4.26,7,4,6,0,848,4,113,,, +hoeftbi01,1961,1,BAL,AL,7,4,35,12,3,1,3,414,106,31,7,55,100,0.21,2.02,3,5,1,0,560,10,37,,, +hookja01,1961,1,CIN,NL,1,3,22,5,0,0,0,188,83,54,14,22,36,0.32,7.76,2,1,5,0,291,3,55,,, +horlejo01,1961,1,CHA,AL,1,3,5,4,0,0,0,53,25,13,2,13,11,0.33,6.62,0,2,0,0,88,0,15,,, +huntke02,1961,1,CIN,NL,9,10,29,22,4,0,0,409,130,60,13,66,75,0.25,3.96,1,5,6,0,586,3,70,,, +hydedi01,1961,1,BAL,AL,1,2,15,0,0,0,0,63,18,13,1,13,15,0.22,5.57,3,0,1,0,96,9,14,,, +jacksal01,1961,1,PIT,NL,1,0,3,2,1,0,0,71,20,9,2,4,15,0.23,3.42,1,0,0,0,91,0,10,,, +jacksla01,1961,1,SLN,NL,14,11,33,28,12,3,0,633,203,88,20,56,113,0.25,3.75,5,3,4,0,880,2,99,,, +jamesjo01,1961,1,NYA,AL,0,0,1,0,0,0,0,4,1,0,0,0,2,0.25,0,0,0,0,0,4,0,0,,, +jamesjo01,1961,2,LAA,AL,0,2,36,3,0,0,0,214,66,42,12,54,41,0.24,5.3,1,5,2,0,330,10,44,,, +jayjo01,1961,1,CIN,NL,21,10,34,34,14,4,0,742,217,97,25,92,157,0.23,3.53,1,9,5,0,1032,0,102,,, +johnske02,1961,1,KC1,AL,0,4,6,1,0,0,0,28,11,11,2,7,4,0.29,10.61,0,0,0,0,45,1,11,,, +johnske02,1961,2,CIN,NL,6,2,15,11,3,1,1,249,71,30,11,22,42,0.22,3.25,1,1,2,0,341,1,33,,, +jonesgo01,1961,1,BAL,AL,0,0,3,0,0,0,1,15,5,3,3,0,4,0.25,5.4,0,0,0,0,20,2,3,,, +jonessa02,1961,1,SFN,NL,8,8,37,17,2,0,1,385,134,64,12,57,105,0.26,4.49,7,7,8,0,579,10,72,,, +jonessh02,1961,1,CIN,NL,1,1,24,2,0,0,2,165,51,27,6,27,32,0.25,4.42,6,3,2,2,239,9,32,,, +kaatji01,1961,1,MIN,AL,9,17,36,29,8,1,0,602,188,87,12,82,122,0.24,3.9,1,10,11,1,865,3,105,,, +keegaed01,1961,1,KC1,AL,0,0,6,0,0,0,1,18,6,3,0,5,3,0.26,4.5,0,1,0,0,28,5,5,,, +kemmeru01,1961,1,CHA,AL,3,3,47,2,0,0,2,290,102,47,10,26,35,0.27,4.38,1,2,0,0,404,10,53,,, +kirkbi01,1961,1,KC1,AL,0,0,1,1,0,0,0,9,6,4,2,1,3,0.37,12,0,0,0,0,17,0,4,,, +klinero01,1961,1,LAA,AL,3,6,26,12,0,0,1,314,119,57,16,44,70,0.28,4.9,5,2,1,1,464,5,62,,, +klinero01,1961,2,DET,AL,5,3,10,8,3,1,0,169,53,17,3,17,27,0.24,2.72,1,3,0,0,237,1,25,,, +klippjo01,1961,1,WS2,AL,2,2,42,1,0,0,0,215,83,54,13,43,41,0.29,6.78,1,10,4,0,336,22,59,,, +kopliho01,1961,1,DET,AL,2,0,4,1,1,0,0,36,16,3,0,8,9,0.32,2.25,1,1,0,0,59,2,6,,, +koufasa01,1961,1,LAN,NL,18,13,42,35,15,2,1,767,212,100,27,96,269,0.22,3.52,6,12,3,2,1068,2,117,,, +kralija01,1961,1,MIN,AL,13,11,33,33,11,2,0,726,257,97,21,64,137,0.27,3.61,1,4,3,0,1023,0,101,,, +krausle02,1961,1,KC1,AL,2,5,12,8,2,1,0,167,49,30,3,46,32,0.24,4.85,0,2,1,0,255,1,33,,, +kunkebi01,1961,1,KC1,AL,3,4,58,2,0,0,4,266,103,51,11,32,46,0.28,5.18,2,8,0,0,396,26,58,,, +kutynma01,1961,1,WS2,AL,6,8,50,6,0,0,3,429,147,63,12,48,64,0.27,3.97,2,3,2,0,613,23,79,,, +labincl01,1961,1,PIT,NL,4,1,56,1,0,0,8,278,102,38,4,31,49,0.28,3.69,8,2,2,0,399,28,43,,, +larsedo01,1961,1,KC1,AL,1,0,8,1,0,0,0,45,21,7,2,11,13,0.34,4.2,0,2,1,0,75,5,9,,, +larsedo01,1961,2,CHA,AL,7,2,25,3,0,0,2,223,64,34,5,29,53,0.23,4.12,2,2,1,0,315,13,36,,, +laryfr01,1961,1,DET,AL,23,9,36,36,22,4,0,826,252,99,24,66,146,0.24,3.24,2,6,6,0,1127,0,117,,, +latmaba01,1961,1,CLE,AL,13,5,45,18,4,2,5,530,163,79,23,54,108,0.24,4.02,3,6,5,0,734,12,84,,, +lawve01,1961,1,PIT,NL,3,4,11,10,1,0,0,178,72,31,10,18,20,0.3,4.7,3,0,1,0,258,1,33,,, +leedo01,1961,1,MIN,AL,3,6,37,10,4,0,3,345,93,45,12,35,65,0.22,3.52,1,1,4,0,466,14,49,,, +lehewji01,1961,1,BAL,AL,0,0,2,0,0,0,0,6,1,0,0,0,0,0.16,0,0,0,0,0,7,2,0,,, +lehmake01,1961,1,PHI,NL,1,1,41,2,0,0,1,190,61,30,6,25,27,0.26,4.26,8,2,1,0,269,18,32,,, +lemaydi01,1961,1,SFN,NL,3,6,27,5,1,0,3,250,65,33,11,36,54,0.21,3.56,7,3,4,1,348,11,35,,, +lockebo01,1961,1,CLE,AL,4,4,37,4,0,0,2,286,112,48,12,40,37,0.3,4.53,4,4,2,0,425,17,50,,, +loesbi01,1961,1,SFN,NL,6,5,26,18,3,1,0,344,114,54,13,39,55,0.25,4.24,4,0,5,1,494,2,62,,, +lowntu01,1961,1,CHA,AL,7,5,59,0,0,0,11,303,87,31,13,35,50,0.23,2.76,3,1,0,0,416,36,37,,, +maasdu01,1961,1,NYA,AL,0,0,1,0,0,0,0,1,2,2,0,0,0,1,54,0,0,0,0,3,0,2,,, +mackeke01,1961,1,ML1,NL,0,1,5,0,0,0,0,21,8,4,1,2,5,0.29,5.14,0,0,1,0,31,1,5,,, +maesthe01,1961,1,WS2,AL,0,1,1,1,0,0,0,18,6,1,1,2,2,0.25,1.5,0,0,0,0,26,0,3,,, +mahafar01,1961,1,PHI,NL,11,19,36,32,12,3,0,658,205,100,27,70,158,0.24,4.1,6,9,7,0,916,1,110,,, +malonji01,1961,1,CIN,NL,6,7,27,11,1,0,2,284,86,46,16,59,57,0.24,4.37,4,5,1,0,424,4,54,,, +maricju01,1961,1,SFN,NL,13,10,29,27,9,3,0,555,183,80,24,48,124,0.25,3.89,5,7,2,1,769,2,88,,, +mathica01,1961,1,WS2,AL,0,1,4,3,0,0,0,41,22,17,3,4,7,0.36,11.2,0,0,1,1,68,1,19,,, +mcbeaal01,1961,1,PIT,NL,3,2,27,2,0,0,0,223,72,31,4,42,49,0.26,3.75,5,10,4,0,330,7,35,,, +mcbrike01,1961,1,LAA,AL,12,15,38,36,11,1,1,725,229,98,28,102,180,0.25,3.65,4,8,7,0,1038,2,114,,, +mcclajo01,1961,1,WS2,AL,8,18,33,29,7,2,1,636,221,91,22,48,76,0.27,3.86,7,4,4,0,893,3,105,,, +mccormi03,1961,1,SFN,NL,13,16,40,35,13,3,0,750,235,89,33,75,163,0.24,3.2,3,4,2,0,1033,3,99,,, +mcdanli01,1961,1,SLN,NL,10,6,55,0,0,0,9,283,117,51,11,31,65,0.3,4.87,11,8,2,1,424,39,57,,, +mcdermi03,1961,1,SLN,NL,1,0,19,0,0,0,4,81,29,11,3,15,15,0.27,3.67,2,2,0,0,125,13,17,,, +mcdermi03,1961,2,KC1,AL,0,0,4,0,0,0,0,17,14,9,0,10,3,0.45,14.29,0,3,0,1,41,1,12,,, +mcdevda01,1961,1,NYA,AL,1,2,8,2,0,0,1,39,18,11,2,8,8,0.35,7.62,0,1,1,1,61,2,11,,, +mcdevda01,1961,2,MIN,AL,1,0,16,1,0,0,0,80,20,7,1,19,15,0.21,2.36,0,1,4,0,122,5,11,,, +mcdowsa01,1961,1,CLE,AL,0,0,1,1,0,0,0,19,3,0,0,5,5,0.13,0,0,0,0,0,27,0,0,,, +mclisca01,1961,1,CHA,AL,10,13,31,27,4,0,1,487,178,79,21,47,80,0.28,4.38,1,4,1,0,701,3,87,,, +mcmahdo02,1961,1,ML1,NL,6,4,53,0,0,0,8,276,84,29,4,51,55,0.24,2.84,6,4,2,0,402,32,35,,, +meyerja01,1961,1,PHI,NL,0,0,1,0,0,0,0,6,2,2,1,2,2,0.28,9,0,0,0,0,9,0,2,,, +millebo04,1961,1,SLN,NL,1,3,34,5,0,0,3,223,82,35,6,46,39,0.29,4.24,7,4,0,0,333,13,41,,, +millest01,1961,1,SFN,NL,14,5,63,0,0,0,17,366,95,36,4,37,89,0.21,2.66,11,0,1,0,487,46,41,,, +mizelvi01,1961,1,PIT,NL,7,10,25,17,2,1,0,300,120,56,16,31,37,0.29,5.04,8,0,0,1,437,1,61,,, +moellro01,1961,1,LAA,AL,4,8,33,18,1,1,0,338,122,73,15,83,87,0.27,5.83,0,8,2,0,533,3,80,,, +monbobi01,1961,1,BOS,AL,14,14,32,32,12,1,0,709,233,89,24,100,161,0.25,3.39,1,4,0,1,1030,0,106,,, +montema01,1961,1,DET,AL,0,0,12,0,0,0,0,49,13,7,2,6,15,0.21,3.86,1,1,2,0,68,2,7,,, +moorera02,1961,1,MIN,AL,4,4,46,0,0,0,14,169,49,23,8,38,45,0.23,3.67,3,5,1,0,255,38,23,,, +morehse01,1961,1,ML1,NL,1,0,12,0,0,0,0,46,16,11,4,7,13,0.27,6.46,0,1,1,0,70,3,11,,, +morgato01,1961,1,LAA,AL,8,2,59,0,0,0,10,275,74,24,7,17,39,0.22,2.36,3,0,5,0,363,33,31,,, +mossido01,1961,1,DET,AL,15,7,35,34,12,1,1,721,237,79,29,47,137,0.25,2.96,3,1,0,2,981,1,97,,, +muffebi01,1961,1,BOS,AL,3,11,38,11,2,0,2,338,130,71,18,36,47,0.29,5.67,2,2,2,0,502,14,87,,, +nichoch02,1961,1,BOS,AL,3,2,26,2,0,0,3,155,40,12,3,26,20,0.22,2.09,1,1,0,0,215,12,12,,, +nischro01,1961,1,DET,AL,0,1,6,1,0,0,0,34,13,7,2,8,8,0.29,5.56,1,0,0,0,56,2,12,,, +nottedo01,1961,1,ML1,NL,6,7,38,11,2,0,3,379,117,57,11,48,66,0.25,4.06,2,1,2,0,532,13,61,,, +nunnho01,1961,1,CIN,NL,2,1,24,0,0,0,0,113,35,15,0,24,26,0.25,3.58,4,1,1,0,170,12,17,,, +nuxhajo01,1961,1,KC1,AL,5,8,37,13,1,0,1,384,135,76,12,65,81,0.26,5.34,2,6,3,1,580,9,81,,, +odellbi01,1961,1,SFN,NL,7,5,46,14,4,1,2,391,132,52,10,33,110,0.26,3.59,6,2,1,0,554,9,63,,, +olivoch01,1961,1,ML1,NL,0,0,3,0,0,0,0,6,3,4,1,5,1,0.5,18,1,0,0,0,12,1,4,,, +ortegph01,1961,1,LAN,NL,0,2,4,2,1,0,0,39,10,8,6,2,15,0.2,5.54,0,0,0,0,50,2,9,,, +osteecl01,1961,1,CIN,NL,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,1,0,,, +osteecl01,1961,2,WS2,AL,1,1,3,3,0,0,0,55,14,10,3,9,14,0.21,4.91,0,2,1,1,76,0,11,,, +otoolji01,1961,1,CIN,NL,19,9,39,35,11,3,2,758,229,87,16,93,178,0.24,3.1,7,6,3,2,1061,2,101,,, +owensji01,1961,1,PHI,NL,5,10,20,17,3,0,0,320,119,53,8,32,38,0.28,4.47,2,7,0,0,458,1,62,,, +palmqed01,1961,1,LAN,NL,0,1,5,0,0,0,1,26,10,6,0,7,5,0.33,6.23,0,2,2,0,43,3,8,,, +palmqed01,1961,2,MIN,AL,1,1,9,2,0,0,0,63,33,22,7,13,13,0.35,9.43,3,0,3,0,110,3,23,,, +papajo01,1961,1,BAL,AL,0,0,2,0,0,0,0,3,2,2,1,3,3,0.4,18,0,0,0,0,8,0,2,,, +pappami01,1961,1,BAL,AL,13,9,26,23,11,4,1,533,134,60,16,78,89,0.2,3.04,5,7,7,0,736,3,67,,, +pascuca02,1961,1,MIN,AL,15,16,35,33,15,8,0,757,205,97,26,100,221,0.21,3.46,1,7,3,0,1056,1,114,,, +perraro01,1961,1,LAN,NL,7,5,53,1,0,0,6,275,82,27,5,41,56,0.24,2.65,7,4,4,1,393,15,31,,, +perryji01,1961,1,CLE,AL,10,17,35,35,6,1,0,671,238,117,28,87,90,0.27,4.71,5,5,6,0,983,0,132,,, +peterga01,1961,1,CHA,AL,0,0,3,0,0,0,1,31,10,2,0,2,6,0.27,1.74,0,0,0,0,41,2,2,,, +pfistda01,1961,1,KC1,AL,0,0,2,0,0,0,0,7,5,4,2,4,3,0.41,15.43,0,1,0,0,16,0,4,,, +pichero01,1961,1,ML1,NL,2,2,12,1,1,0,1,70,20,9,1,16,16,0.23,3.47,2,0,0,0,104,5,12,,, +piercbi02,1961,1,CHA,AL,10,9,39,28,5,1,3,540,190,76,17,54,106,0.27,3.8,3,2,1,0,764,5,85,,, +pizarju01,1961,1,CHA,AL,14,7,39,25,12,1,2,584,164,66,17,89,188,0.22,3.05,1,5,4,0,832,8,73,,, +pleisbi01,1961,1,MIN,AL,4,2,37,0,0,0,2,169,59,31,4,34,32,0.26,4.95,5,1,4,0,267,16,35,,, +podrejo01,1961,1,LAN,NL,18,5,32,29,6,1,0,548,192,76,27,51,124,0.27,3.74,2,8,4,0,772,2,81,,, +purkebo01,1961,1,CIN,NL,16,12,36,34,13,1,1,739,245,102,27,51,116,0.25,3.73,4,7,6,0,1031,2,118,,, +rakowed01,1961,1,KC1,AL,2,8,45,11,1,0,1,374,131,66,14,49,81,0.26,4.76,1,8,8,0,556,8,80,,, +ramospe01,1961,1,MIN,AL,11,20,42,34,9,3,2,793,265,116,39,79,174,0.25,3.95,6,5,4,0,1123,6,134,,, +raymocl01,1961,1,ML1,NL,1,0,13,0,0,0,2,61,22,9,2,9,13,0.27,3.98,1,0,1,0,91,8,9,,, +reganph01,1961,1,DET,AL,10,7,32,16,6,0,2,360,134,70,19,41,46,0.28,5.25,1,1,1,0,526,7,70,,, +renifha01,1961,1,NYA,AL,2,0,25,0,0,0,2,136,31,13,1,31,21,0.19,2.58,3,4,0,0,190,16,14,,, +roberro01,1961,1,PHI,NL,1,10,26,18,2,0,0,351,154,76,19,23,54,0.32,5.85,6,1,2,0,512,3,85,,, +roebued01,1961,1,LAN,NL,2,0,5,0,0,0,0,27,12,5,1,2,9,0.32,5,0,0,0,0,39,3,5,,, +sadecra01,1961,1,SLN,NL,14,10,31,31,13,0,0,668,196,92,28,102,114,0.23,3.72,2,8,3,0,949,0,100,,, +sadowte01,1961,1,MIN,AL,0,2,15,1,0,0,0,99,49,25,6,11,12,0.34,6.82,2,2,1,0,157,6,29,,, +sanfoja02,1961,1,SFN,NL,13,9,38,33,6,0,0,652,203,102,22,87,112,0.24,4.22,7,3,5,4,923,1,114,,, +schafjo01,1961,1,CHN,NL,0,4,21,0,0,0,0,115,43,27,7,18,23,0.29,6.34,2,4,1,0,170,7,29,,, +schafjo01,1961,2,CLE,AL,0,1,15,0,0,0,0,51,16,9,2,14,9,0.24,4.76,1,1,1,0,82,8,11,,, +schroal01,1961,1,MIN,AL,4,4,11,8,2,0,0,150,53,29,5,27,24,0.26,5.22,1,4,2,0,228,1,36,,, +schulba01,1961,1,CHN,NL,7,6,41,0,0,0,7,200,57,20,6,25,59,0.22,2.7,4,6,4,0,286,25,32,,, +schwado01,1961,1,BOS,AL,15,7,25,25,10,2,0,536,167,64,8,110,91,0.25,3.22,1,6,6,1,786,0,76,,, +scorehe01,1961,1,CHA,AL,1,2,8,5,1,0,0,73,22,18,3,24,14,0.25,6.66,1,3,0,1,119,0,19,,, +semprra01,1961,1,LAA,AL,0,0,2,0,0,0,0,3,1,1,0,3,1,0.33,9,0,1,0,0,7,0,2,,, +shantbo01,1961,1,PIT,NL,6,3,43,6,2,1,2,268,91,33,5,26,61,0.27,3.32,6,0,4,0,377,16,38,,, +shawbo01,1961,1,CHA,AL,3,4,14,10,3,0,0,214,85,30,11,20,31,0.3,3.79,5,2,1,0,311,0,40,,, +shawbo01,1961,2,KC1,AL,9,10,26,24,6,0,0,451,165,72,13,58,60,0.28,4.31,2,4,7,0,672,1,87,,, +sheldro01,1961,1,NYA,AL,11,5,35,21,6,2,0,488,149,65,17,55,84,0.24,3.6,2,6,2,0,670,5,70,,, +sherrla01,1961,1,LAN,NL,4,4,53,1,0,0,15,284,90,41,10,39,79,0.25,3.9,9,6,4,0,404,34,48,,, +shortch02,1961,1,PHI,NL,6,12,39,16,1,0,1,382,157,84,12,71,80,0.3,5.94,11,14,3,0,602,11,94,,, +simmocu01,1961,1,SLN,NL,9,10,30,29,6,2,0,587,203,68,14,64,99,0.26,3.13,6,2,4,0,840,0,91,,, +sisleda01,1961,1,WS2,AL,2,8,45,1,0,0,11,181,55,28,6,48,30,0.25,4.18,5,3,3,0,276,29,34,,, +spahnwa01,1961,1,ML1,NL,21,13,38,34,21,4,0,788,236,88,24,64,115,0.24,3.02,1,4,4,0,1064,3,96,,, +sprinja01,1961,1,LAA,AL,3,0,18,4,0,0,0,114,35,18,4,15,27,0.24,4.26,2,1,3,0,166,4,19,,, +sproubo01,1961,1,LAA,AL,0,0,1,1,0,0,0,12,4,2,0,3,2,0.26,4.5,0,0,0,0,18,0,3,,, +staffbi01,1961,1,NYA,AL,14,9,36,25,8,3,2,585,168,58,13,59,101,0.23,2.68,4,1,5,0,796,6,65,,, +stalege01,1961,1,CHA,AL,0,3,16,0,0,0,0,54,17,10,3,5,8,0.24,5,1,0,0,0,75,6,10,,, +stalege01,1961,2,KC1,AL,1,1,23,0,0,0,2,90,32,12,4,10,16,0.27,3.6,1,3,2,0,132,15,15,,, +stalege01,1961,3,DET,AL,1,1,13,0,0,0,2,40,15,5,1,6,8,0.28,3.38,1,1,0,0,60,8,6,,, +stalltr01,1961,1,BOS,AL,2,7,43,14,1,0,2,398,110,72,15,96,109,0.22,4.88,2,3,1,0,587,10,75,,, +stangle01,1961,1,MIN,AL,1,0,7,0,0,0,0,37,15,4,1,10,10,0.29,2.92,1,1,0,0,61,3,6,,, +stigmdi01,1961,1,CLE,AL,2,5,22,6,0,0,0,193,65,33,9,25,48,0.26,4.62,1,3,0,0,279,5,35,,, +stobbch01,1961,1,MIN,AL,2,3,24,3,0,0,2,134,56,37,8,15,17,0.31,7.46,2,1,2,0,203,8,37,,, +stockwe01,1961,1,BAL,AL,5,0,35,1,0,0,3,215,58,24,3,27,47,0.22,3.01,2,0,2,0,293,19,24,,, +sturdto01,1961,1,WS2,AL,2,6,15,10,1,1,0,240,67,41,6,40,39,0.23,4.61,3,6,3,0,339,3,42,,, +sturdto01,1961,2,PIT,NL,5,2,13,11,6,1,1,257,81,27,6,17,45,0.24,2.84,3,1,1,0,349,2,29,,, +sullifr01,1961,1,PHI,NL,3,16,49,18,1,1,6,478,161,76,19,55,114,0.26,4.29,5,1,5,0,687,19,93,,, +terryra01,1961,1,NYA,AL,16,3,31,27,9,2,0,565,162,66,19,42,86,0.23,3.15,0,0,1,0,751,2,74,,, +tiefebo01,1961,1,SLN,NL,0,0,3,0,0,0,0,13,9,3,0,4,3,0.45,6.23,0,1,0,0,24,2,4,,, +turlebo01,1961,1,NYA,AL,3,5,15,12,1,0,0,216,74,46,11,51,48,0.26,5.75,0,2,4,0,334,1,47,,, +umbriji01,1961,1,PIT,NL,0,0,1,0,0,0,0,10,5,1,0,2,1,0.33,2.7,1,1,0,0,17,0,2,,, +walkeje01,1961,1,KC1,AL,8,14,36,24,4,0,2,504,161,90,23,96,56,0.25,4.82,2,9,10,0,758,10,100,,, +washbra01,1961,1,SLN,NL,1,1,3,2,1,0,0,61,10,4,1,7,12,0.15,1.77,0,1,1,1,75,1,4,,, +wickeda01,1961,1,KC1,AL,2,1,17,0,0,0,2,63,25,12,0,5,10,0.3,5.14,1,1,2,0,90,11,12,,, +wilheho01,1961,1,BAL,AL,9,7,51,1,0,0,18,329,89,28,5,41,87,0.21,2.3,5,3,4,0,458,43,35,,, +willeca01,1961,1,ML1,NL,6,12,35,22,4,0,0,479,147,68,20,65,91,0.24,3.83,9,5,2,0,676,6,71,,, +willist02,1961,1,LAN,NL,15,12,41,35,6,2,0,706,213,102,21,108,205,0.24,3.9,9,9,6,2,1008,3,114,,, +willste01,1961,1,BOS,AL,3,2,17,0,0,0,0,59,24,13,2,19,11,0.3,5.95,0,4,0,0,101,7,17,,, +wittge01,1961,1,PIT,NL,0,1,9,1,0,0,0,47,17,11,5,5,9,0.27,6.32,0,0,0,0,67,3,12,,, +woodeha01,1961,1,WS2,AL,3,2,7,6,1,0,0,121,38,18,3,24,24,0.25,4.02,0,4,3,0,181,0,19,,, +woodeha01,1961,2,DET,AL,1,1,12,2,0,0,0,55,25,16,3,17,13,0.31,7.85,1,1,0,0,98,2,17,,, +woodwi01,1961,1,BOS,AL,0,0,6,1,0,0,0,39,14,8,2,7,7,0.26,5.54,0,1,0,0,61,2,8,,, +wrighme01,1961,1,CHN,NL,0,1,11,0,0,0,0,63,42,25,3,4,6,0.41,10.71,0,1,0,0,107,5,26,,, +wyattjo02,1961,1,KC1,AL,0,0,5,0,0,0,1,22,8,2,0,4,6,0.29,2.45,0,1,1,0,35,5,3,,, +wynnea01,1961,1,CHA,AL,8,2,17,16,5,0,0,331,88,43,11,47,64,0.22,3.51,0,1,1,0,457,1,43,,, +zannido01,1961,1,SFN,NL,1,0,8,0,0,0,0,41,13,6,1,12,11,0.27,3.95,2,1,0,0,63,2,7,,, +aguirha01,1962,1,DET,AL,16,8,42,22,11,2,3,648,162,53,14,65,156,0.2,2.21,7,4,5,1,877,13,67,,, +allenbo04,1962,1,CLE,AL,1,1,30,0,0,0,4,92,29,20,5,25,23,0.25,5.87,3,0,0,0,145,9,24,,, +anderbo01,1962,1,CHN,NL,2,7,57,4,0,0,4,323,111,60,9,60,82,0.26,5.02,5,8,5,0,492,16,70,,, +andercr01,1962,1,NYN,NL,3,17,50,14,2,0,4,394,150,78,18,63,62,0.27,5.35,2,8,5,0,617,20,108,,, +anderjo02,1962,1,SLN,NL,0,0,5,0,0,0,1,19,4,1,0,3,3,0.18,1.42,2,1,0,0,26,1,1,,, +anderjo02,1962,2,HOU,NL,0,0,10,0,0,0,0,53,26,10,1,3,6,0.33,5.09,1,1,0,0,81,1,12,,, +archeji02,1962,1,KC1,AL,0,1,18,1,0,0,0,83,40,29,8,10,12,0.34,9.43,0,0,0,0,129,7,30,,, +arrigge01,1962,1,MIN,AL,0,0,1,0,0,0,0,3,3,2,0,1,1,0.6,18,0,0,0,0,6,0,3,,, +arroylu01,1962,1,NYA,AL,1,3,27,0,0,0,7,101,33,18,5,17,21,0.26,4.81,2,0,1,0,147,15,20,,, +bairdbo01,1962,1,WS2,AL,0,1,3,3,0,0,0,32,13,8,0,8,3,0.31,6.75,0,1,0,0,52,0,8,,, +baldsja01,1962,1,PHI,NL,12,7,67,0,0,0,13,338,95,37,6,58,95,0.23,2.96,9,9,2,0,479,49,41,,, +balsato01,1962,1,CHN,NL,0,1,18,0,0,0,0,88,34,21,1,20,27,0.29,6.44,2,8,1,1,140,5,22,,, +barbest01,1962,1,BAL,AL,9,6,28,19,5,2,0,421,145,54,9,61,89,0.26,3.46,2,3,1,0,625,2,66,,, +bassno01,1962,1,KC1,AL,2,6,22,10,0,0,0,226,96,51,7,46,33,0.31,6.09,2,5,0,0,358,4,55,,, +baumafr01,1962,1,CHA,AL,7,6,40,10,3,1,4,359,117,45,10,36,55,0.25,3.38,5,2,2,0,499,12,46,,, +bautaed01,1962,1,SLN,NL,1,0,20,0,0,0,1,97,28,18,5,21,25,0.23,5.01,1,2,1,1,142,9,18,,, +belinbo01,1962,1,LAA,AL,10,11,33,31,5,3,1,562,149,74,12,122,145,0.21,3.56,3,9,13,0,840,1,86,,, +bellga01,1962,1,CLE,AL,10,9,57,6,1,0,12,323,104,51,14,52,80,0.26,4.26,8,4,3,1,463,37,56,,, +bennede01,1962,1,PHI,NL,9,9,31,24,7,2,3,524,144,74,17,68,149,0.22,3.81,3,6,6,0,723,5,78,,, +bolinbo01,1962,1,SFN,NL,7,3,41,5,2,0,5,276,84,37,10,35,74,0.24,3.62,5,2,5,0,394,17,41,,, +bonikjo01,1962,1,MIN,AL,5,7,30,13,3,0,2,299,95,43,6,38,45,0.25,3.88,2,8,1,0,418,8,47,,, +boozejo01,1962,1,PHI,NL,0,0,9,0,0,0,0,61,22,13,3,10,13,0.28,5.75,1,0,0,0,88,1,13,,, +botzbo01,1962,1,LAA,AL,2,1,35,0,0,0,2,189,71,24,7,11,24,0.28,3.43,0,0,2,1,268,13,30,,, +bouldca01,1962,1,WS2,AL,1,2,6,3,1,0,0,60,26,13,0,9,12,0.32,5.85,0,2,1,0,93,1,13,,, +boutoji01,1962,1,NYA,AL,7,7,36,16,3,1,2,399,124,59,9,59,71,0.25,3.99,1,2,0,1,560,12,63,,, +bowsfte01,1962,1,LAA,AL,9,8,34,25,1,0,1,417,154,68,12,40,52,0.27,4.4,0,3,2,0,610,4,82,,, +brancha01,1962,1,SLN,NL,0,1,1,1,0,0,0,15,5,3,1,5,2,0.26,5.4,0,0,0,0,24,0,3,,, +breweji01,1962,1,CHN,NL,0,1,6,1,0,0,0,17,10,6,2,3,1,0.43,9.53,0,0,0,0,27,2,6,,, +bridgma01,1962,1,NYA,AL,8,4,52,0,0,0,18,215,49,25,4,48,66,0.19,3.14,6,5,0,0,307,35,30,,, +brogler01,1962,1,SLN,NL,12,9,34,30,11,4,0,667,193,74,22,93,132,0.23,3,5,5,2,1,923,3,80,,, +brosnji01,1962,1,CIN,NL,4,4,48,0,0,0,13,194,76,24,6,18,51,0.29,3.34,5,0,0,0,284,34,27,,, +brownha01,1962,1,BAL,AL,6,4,22,11,0,0,1,257,88,39,12,21,25,0.26,4.1,2,1,3,0,359,4,41,,, +brownha01,1962,2,NYA,AL,0,1,2,1,0,0,0,20,9,5,3,2,2,0.33,6.75,0,0,0,0,33,1,10,,, +brownpa01,1962,1,PHI,NL,0,6,23,9,0,0,1,191,74,42,9,33,29,0.29,5.94,0,2,3,0,292,4,45,,, +brucebo01,1962,1,HOU,NL,10,9,32,27,6,0,0,525,164,79,16,82,135,0.24,4.06,3,7,12,1,765,0,92,,, +brunege01,1962,1,HOU,NL,2,4,17,11,2,0,0,162,62,27,2,21,36,0.29,4.5,1,1,0,0,238,3,31,,, +buhlbo01,1962,1,ML1,NL,0,1,1,1,0,0,0,6,6,5,0,4,1,0.54,22.5,1,0,0,0,16,0,5,,, +buhlbo01,1962,2,CHN,NL,12,13,34,30,8,1,0,636,204,87,23,94,109,0.25,3.69,6,5,6,1,915,3,108,,, +bunniji01,1962,1,DET,AL,19,10,41,35,12,2,6,774,262,103,28,74,184,0.26,3.59,3,4,13,0,1103,6,112,,, +burdefr01,1962,1,CHN,NL,0,0,8,0,0,0,1,29,5,4,2,8,5,0.16,3.72,3,0,0,0,40,1,4,,, +burdele01,1962,1,ML1,NL,10,9,37,19,6,1,2,431,172,78,26,23,59,0.29,4.89,6,1,2,1,611,11,85,,, +burnspe01,1962,1,WS2,AL,5,11,40,20,6,0,2,449,152,74,20,51,74,0.26,4.45,3,1,2,1,645,7,82,,, +butlece01,1962,1,ML1,NL,2,0,9,2,1,0,0,93,26,9,4,9,22,0.21,2.61,1,1,0,0,130,4,13,,, +butteto01,1962,1,PIT,NL,0,0,4,0,0,0,0,18,5,1,0,6,10,0.23,1.5,1,1,1,0,29,1,1,,, +buzhajo01,1962,1,CHA,AL,8,12,28,25,8,2,0,457,156,71,16,59,64,0.26,4.19,3,2,4,0,664,1,75,,, +cardwdo01,1962,1,CHN,NL,7,16,41,29,6,1,4,587,205,107,27,60,104,0.26,4.92,7,9,9,0,848,9,116,,, +casalje01,1962,1,DET,AL,1,2,18,1,0,0,0,110,33,19,5,18,16,0.23,4.66,1,2,0,0,162,4,19,,, +chancde01,1962,1,LAA,AL,14,10,50,24,6,2,8,620,195,68,14,66,127,0.25,2.96,5,2,5,0,864,16,83,,, +cheneto01,1962,1,WS2,AL,7,9,37,23,4,3,1,520,134,61,12,97,147,0.21,3.17,0,6,2,0,738,7,68,,, +cicotal01,1962,1,HOU,NL,0,0,5,0,0,0,0,14,8,2,1,1,4,0.38,3.86,0,0,0,0,22,1,4,,, +ciscoga01,1962,1,BOS,AL,4,7,23,9,1,0,0,249,95,62,11,50,43,0.29,6.72,1,2,3,1,386,3,66,,, +ciscoga01,1962,2,NYN,NL,1,1,4,2,1,0,0,58,15,7,0,11,13,0.2,3.26,2,1,3,0,87,0,7,,, +clevete01,1962,1,NYA,AL,2,0,21,0,0,0,0,114,36,12,3,17,11,0.24,2.84,5,0,1,0,164,11,14,,, +clonito01,1962,1,ML1,NL,8,3,24,15,4,1,0,333,113,53,10,46,69,0.26,4.3,1,5,1,0,483,2,61,,, +coateji01,1962,1,NYA,AL,7,6,50,6,0,0,6,353,119,58,9,50,67,0.26,4.44,5,3,5,0,517,25,62,,, +colluja01,1962,1,MIN,AL,0,2,8,3,0,0,0,46,29,19,1,11,5,0.41,11.15,0,0,0,0,83,2,22,,, +colluja01,1962,2,CLE,AL,0,0,1,0,0,0,0,4,4,2,0,0,1,0.57,13.5,0,0,0,0,7,0,2,,, +conlege01,1962,1,BOS,AL,15,14,34,33,9,2,1,725,238,106,28,68,134,0.25,3.95,5,5,5,0,1017,1,116,,, +constji01,1962,1,ML1,NL,1,1,3,2,1,1,1,54,14,4,1,4,12,0.22,2,0,0,0,0,69,1,4,,, +craigro01,1962,1,NYN,NL,10,24,42,33,13,0,3,700,261,117,35,70,118,0.28,4.51,3,7,7,2,998,8,133,,, +culleja01,1962,1,NYA,AL,0,0,2,0,0,0,1,9,2,0,0,2,2,0.18,0,0,1,0,0,13,1,0,,, +curtija01,1962,1,CHN,NL,0,2,4,3,0,0,0,54,18,7,2,6,8,0.27,3.5,1,1,0,0,72,0,8,,, +curtija01,1962,2,ML1,NL,4,4,30,5,0,0,1,227,82,35,8,27,40,0.28,4.16,3,0,2,0,323,10,39,,, +dailebi01,1962,1,CLE,AL,2,2,27,0,0,0,1,128,43,17,0,17,24,0.27,3.59,4,2,2,0,186,16,18,,, +daleybu01,1962,1,NYA,AL,7,5,43,6,0,0,4,316,105,42,8,21,55,0.25,3.59,0,4,5,0,442,13,47,,, +daniebe02,1962,1,WS2,AL,7,16,44,21,3,1,2,484,172,87,14,68,66,0.28,4.85,5,6,2,1,700,13,98,,, +darwibo01,1962,1,LAA,AL,0,1,1,1,0,0,0,10,8,4,0,4,6,0.42,10.8,0,0,0,0,23,0,6,,, +daviara01,1962,1,NYN,NL,1,5,36,3,0,0,0,243,92,56,14,48,51,0.28,6.22,1,6,4,1,377,14,64,,, +debusda01,1962,1,CHA,AL,0,0,12,0,0,0,0,54,5,4,1,23,8,0.08,2,1,2,1,0,82,9,7,,, +degermi01,1962,1,CHA,AL,0,0,1,0,0,0,0,3,1,0,0,1,0,0.25,0,0,0,0,0,5,0,0,,, +delocik01,1962,1,BOS,AL,4,5,17,13,4,2,0,259,89,36,10,24,49,0.26,3.75,2,2,0,0,363,2,39,,, +ditmaar01,1962,1,KC1,AL,0,2,6,5,0,0,0,65,31,16,1,13,13,0.32,6.65,1,1,2,0,113,1,19,,, +donohji01,1962,1,LAA,AL,1,0,12,1,0,0,0,73,24,10,4,11,14,0.25,3.7,0,1,2,0,107,1,14,,, +donohji01,1962,2,MIN,AL,0,1,6,1,0,0,1,31,12,8,2,6,3,0.32,6.97,0,0,0,0,46,3,8,,, +donovdi01,1962,1,CLE,AL,20,10,34,34,16,5,0,752,255,100,23,47,94,0.26,3.59,5,3,2,1,1032,0,109,,, +downial01,1962,1,NYA,AL,0,0,1,0,0,0,0,3,0,0,0,0,1,0,0,0,0,0,0,3,1,0,,, +drabomo01,1962,1,CIN,NL,2,6,23,10,1,0,1,249,84,46,13,31,56,0.26,4.99,0,2,6,2,364,4,49,,, +drabomo01,1962,2,KC1,AL,1,1,10,3,0,0,0,84,29,16,8,10,19,0.26,5.14,0,1,1,0,125,1,20,,, +drottdi01,1962,1,HOU,NL,1,0,6,1,0,0,0,39,12,11,1,9,10,0.24,7.62,0,2,0,0,60,1,12,,, +drysddo01,1962,1,LAN,NL,25,9,43,41,19,2,1,943,272,99,21,78,232,0.23,2.83,12,8,11,0,1289,2,122,,, +duffaji01,1962,1,SFN,NL,1,2,24,2,0,0,0,126,42,17,3,23,29,0.25,3.64,3,1,0,0,191,3,27,,, +dulibbo01,1962,1,SLN,NL,2,0,28,0,0,0,2,118,33,9,3,17,22,0.23,2.06,0,3,0,0,160,12,11,,, +durenry01,1962,1,LAA,AL,2,9,42,3,0,0,8,214,53,35,1,57,74,0.2,4.42,2,4,6,1,327,16,38,,, +earlear01,1962,1,BOS,AL,4,5,38,3,0,0,5,205,76,44,8,46,59,0.28,5.8,1,3,1,2,331,17,53,,, +ellissa01,1962,1,CIN,NL,2,2,8,4,0,0,0,84,29,21,6,29,27,0.26,6.75,0,0,1,1,140,1,25,,, +ellswdi01,1962,1,CHN,NL,9,20,37,33,6,0,1,626,241,118,23,77,113,0.29,5.09,6,15,5,0,921,3,131,,, +elstodo01,1962,1,CHN,NL,4,8,57,0,0,0,8,199,57,18,6,32,37,0.24,2.44,7,1,1,0,275,32,25,,, +estrach01,1962,1,BAL,AL,9,17,34,33,6,0,0,670,199,95,24,121,165,0.24,3.83,16,9,10,0,974,0,112,,, +facero01,1962,1,PIT,NL,8,7,63,0,0,0,28,273,74,19,7,18,45,0.23,1.88,7,0,1,0,348,57,23,,, +farretu01,1962,1,HOU,NL,10,20,43,29,11,2,4,725,210,81,21,55,203,0.23,3.02,2,9,5,0,981,9,91,,, +faulbi01,1962,1,DET,AL,0,0,1,0,0,0,0,5,4,6,1,3,2,0.44,32.4,0,0,1,0,13,0,6,,, +ferrado01,1962,1,PHI,NL,0,1,5,0,0,0,0,20,9,6,1,3,6,0.31,8.1,0,2,0,0,33,2,8,,, +ferrado01,1962,2,SLN,NL,1,4,38,0,0,0,1,170,55,17,2,31,45,0.27,2.7,4,5,1,0,245,16,19,,, +fischbi01,1962,1,KC1,AL,4,12,34,16,5,0,2,383,150,56,16,8,38,0.29,3.95,2,2,1,0,533,6,61,,, +fischha01,1962,1,ML1,NL,2,3,29,0,0,0,4,112,43,22,4,20,29,0.29,5.3,1,3,0,0,173,18,27,,, +fisheed02,1962,1,CHA,AL,9,5,57,12,2,1,5,548,169,63,17,45,88,0.24,3.1,1,1,1,0,746,19,74,,, +fisheja01,1962,1,BAL,AL,7,9,32,25,4,0,1,456,173,86,23,56,81,0.28,5.09,3,7,2,0,674,3,101,,, +fletcto01,1962,1,DET,AL,0,0,1,0,0,0,0,6,2,0,0,2,1,0.25,0,0,1,0,0,10,1,0,,, +fordwh01,1962,1,NYA,AL,17,8,38,37,7,0,0,773,243,83,22,69,160,0.24,2.9,1,5,4,0,1070,0,90,,, +fornimi01,1962,1,BOS,AL,3,6,42,1,0,0,5,247,96,49,14,37,36,0.3,5.36,4,6,8,0,373,21,57,,, +fossla01,1962,1,NYN,NL,0,1,5,1,0,0,0,35,17,6,2,7,3,0.36,4.63,0,0,1,0,57,2,6,,, +fowlear01,1962,1,LAA,AL,4,3,48,0,0,0,5,231,67,24,6,25,38,0.23,2.81,3,1,1,0,319,17,25,,, +foxte01,1962,1,DET,AL,3,1,44,0,0,0,16,174,48,11,2,16,23,0.22,1.71,6,1,1,1,233,28,13,,, +foytapa01,1962,1,DET,AL,10,7,29,21,5,1,0,431,145,70,18,86,63,0.25,4.39,2,5,1,2,654,3,80,,, +francea01,1962,1,PIT,NL,9,8,36,23,5,1,0,528,153,60,8,83,121,0.23,3.07,10,8,2,1,744,2,68,,, +frienbo01,1962,1,PIT,NL,18,14,39,36,13,5,1,785,280,89,23,53,144,0.27,3.06,10,4,2,0,1096,3,99,,, +funkfr01,1962,1,CLE,AL,2,1,47,0,0,0,6,242,62,29,11,32,49,0.21,3.24,1,2,4,1,336,20,35,,, +gallado01,1962,1,DET,AL,0,4,9,2,0,0,1,75,31,13,2,15,14,0.29,4.68,1,3,0,0,125,4,18,,, +garibbo01,1962,1,SFN,NL,0,0,9,0,0,0,1,37,13,7,1,5,9,0.26,5.11,0,1,0,0,55,5,7,,, +gerarda01,1962,1,CHN,NL,2,3,39,0,0,0,3,176,67,32,10,28,30,0.28,4.91,5,2,1,0,266,13,40,,, +gerbege01,1962,1,CHN,NL,0,0,1,1,0,0,0,16,3,1,1,5,1,0.15,1.69,0,0,0,0,24,0,1,,, +gibbojo01,1962,1,PIT,NL,3,4,19,8,0,0,0,171,53,23,4,24,26,0.25,3.63,3,4,0,0,242,2,29,,, +gibsobo01,1962,1,SLN,NL,15,13,32,30,15,5,1,701,174,74,15,95,208,0.2,2.85,9,11,10,0,967,2,84,,, +giggibo01,1962,1,KC1,AL,1,1,4,2,0,0,0,43,17,10,5,3,4,0.29,6.28,0,0,1,0,64,2,11,,, +giustda01,1962,1,HOU,NL,2,3,22,5,0,0,0,221,82,46,7,30,43,0.28,5.62,1,13,0,0,327,5,49,,, +gladdfr01,1962,1,DET,AL,0,0,6,0,0,0,0,15,3,0,0,2,4,0.17,0,0,0,0,0,20,3,0,,, +goldeji01,1962,1,HOU,NL,7,11,37,18,5,2,1,458,163,69,13,50,88,0.27,4.07,4,7,0,1,662,4,84,,, +gomezru01,1962,1,CLE,AL,1,2,15,4,0,0,1,136,50,22,5,25,21,0.29,4.37,3,2,2,1,207,3,23,,, +gomezru01,1962,2,MIN,AL,1,1,6,2,1,0,0,58,17,10,3,11,8,0.25,4.66,2,0,0,0,82,1,11,,, +grantmu01,1962,1,CLE,AL,7,10,26,23,6,1,0,449,128,71,24,81,90,0.23,4.27,4,2,0,0,638,0,75,,, +grbael01,1962,1,LAA,AL,8,9,40,29,1,0,1,529,185,89,19,75,90,0.26,4.54,5,4,2,1,783,5,101,,, +greenda02,1962,1,PHI,NL,6,6,37,10,2,0,1,388,145,55,10,43,58,0.28,3.83,6,6,5,1,558,9,58,,, +greenfr01,1962,1,WS2,AL,0,1,5,0,0,0,0,21,7,5,3,6,2,0.25,6.43,1,0,0,0,35,3,6,,, +grimbo01,1962,1,KC1,AL,0,1,12,0,0,0,3,39,14,9,0,8,3,0.29,6.23,2,0,0,0,58,7,9,,, +haddiha01,1962,1,PIT,NL,9,6,28,20,4,0,0,424,146,66,17,42,101,0.26,4.2,6,5,2,1,604,3,74,,, +halldi01,1962,1,BAL,AL,6,6,43,6,1,0,6,355,102,30,9,19,71,0.23,2.28,2,0,0,0,468,14,31,,, +hamilja01,1962,1,PHI,NL,9,12,41,26,4,1,2,546,185,103,18,107,101,0.26,5.09,8,22,5,1,820,8,115,,, +hamilst01,1962,1,WS2,AL,3,8,41,10,1,0,2,322,103,45,10,39,83,0.24,3.77,5,0,3,1,466,11,51,,, +hamnegr01,1962,1,KC1,AL,0,1,3,0,0,0,0,12,10,4,0,6,0,0.47,9,1,1,0,0,27,2,6,,, +hannaji01,1962,1,WS2,AL,2,4,42,3,0,0,4,204,56,25,6,49,39,0.23,3.31,4,5,0,2,304,19,27,,, +hartmbo01,1962,1,CLE,AL,0,1,8,2,0,0,0,52,14,6,1,8,11,0.2,3.12,0,0,0,1,76,1,10,,, +hawkiwy01,1962,1,CLE,AL,1,0,3,0,0,0,0,11,9,3,1,1,0,0.42,7.36,0,0,0,0,22,1,5,,, +hendlbo01,1962,1,ML1,NL,11,13,35,29,7,2,1,600,188,80,17,59,112,0.24,3.6,2,5,0,0,834,2,90,,, +henrybi01,1962,1,CIN,NL,4,2,40,0,0,0,11,112,40,19,5,20,35,0.28,4.58,5,0,1,0,168,21,21,,, +herbera01,1962,1,CHA,AL,20,9,35,35,12,2,0,710,228,86,13,74,115,0.25,3.27,4,4,1,0,984,0,90,,, +hillmda01,1962,1,CIN,NL,0,0,2,0,0,0,0,11,8,4,0,1,0,0.42,9.82,0,1,0,0,20,0,4,,, +hillmda01,1962,2,NYN,NL,0,0,13,1,0,0,1,47,21,11,5,8,8,0.33,6.32,0,0,1,0,76,4,12,,, +hobaued01,1962,1,WS2,AL,2,1,26,2,0,0,1,208,66,29,9,25,37,0.25,3.76,2,1,0,1,291,7,36,,, +hobbigl01,1962,1,CHN,NL,5,14,42,23,5,0,0,486,198,94,19,62,87,0.3,5.22,8,5,3,1,733,12,112,,, +hoeftbi01,1962,1,BAL,AL,4,8,57,4,0,0,7,341,103,58,7,43,73,0.24,4.59,5,2,1,0,479,27,62,,, +hookja01,1962,1,NYN,NL,8,19,37,34,13,0,0,641,230,115,31,71,113,0.27,4.84,4,9,8,0,938,2,137,,, +horlejo01,1962,1,CHA,AL,7,6,20,19,5,1,0,326,108,59,10,43,63,0.26,4.89,2,3,2,0,464,1,62,,, +humphbo01,1962,1,DET,AL,0,1,4,0,0,0,1,15,8,4,3,2,3,0.38,7.2,0,0,0,0,24,3,4,,, +huntewi01,1962,1,LAN,NL,0,0,1,0,0,0,0,6,6,9,1,4,1,0.54,40.5,0,0,0,0,17,0,10,,, +huntewi01,1962,2,NYN,NL,1,6,27,6,1,0,0,189,67,39,9,34,40,0.27,5.57,0,3,1,0,287,6,41,,, +jacksal01,1962,1,NYN,NL,8,20,36,33,12,4,0,694,244,113,16,78,118,0.27,4.4,5,9,5,0,997,2,132,,, +jacksla01,1962,1,SLN,NL,16,11,36,35,11,2,0,757,267,105,25,64,112,0.26,3.75,6,7,6,1,1074,0,121,,, +jayjo01,1962,1,CIN,NL,21,14,39,37,16,4,0,819,269,114,26,100,155,0.26,3.76,5,7,4,2,1165,1,121,,, +jenkija01,1962,1,WS2,AL,0,1,3,1,1,0,0,40,12,6,4,7,10,0.24,4.05,0,0,0,0,56,2,6,,, +johnske02,1962,1,HOU,NL,7,16,33,31,5,1,0,591,195,84,18,46,178,0.25,3.84,1,6,7,1,826,0,100,,, +jonesgo01,1962,1,KC1,AL,3,2,21,0,0,0,6,98,31,23,10,14,28,0.25,6.34,1,0,0,0,142,16,23,,, +jonessa02,1962,1,DET,AL,2,4,30,6,1,0,1,244,77,33,13,35,73,0.25,3.65,1,3,2,0,351,3,39,,, +jonessh02,1962,1,NYN,NL,0,4,8,3,0,0,0,70,31,20,3,8,11,0.32,7.71,2,3,2,1,110,1,22,,, +joycemi01,1962,1,CHA,AL,2,1,25,1,0,0,2,130,40,16,2,14,9,0.24,3.32,2,1,0,0,182,11,17,,, +kaatji01,1962,1,MIN,AL,18,14,39,35,16,5,1,807,243,94,23,75,173,0.24,3.14,5,13,18,0,1112,2,106,,, +keegaed01,1962,1,PHI,NL,0,0,4,0,0,0,0,24,6,2,1,5,5,0.21,2.25,0,0,1,0,34,3,2,,, +kemmeru01,1962,1,CHA,AL,2,1,20,0,0,0,0,84,30,12,3,11,17,0.27,3.86,1,3,0,0,125,6,14,,, +kemmeru01,1962,2,HOU,NL,5,3,36,2,0,0,3,204,72,31,10,15,23,0.27,4.1,1,2,3,0,283,15,34,,, +klinero01,1962,1,DET,AL,3,6,36,4,0,0,2,232,88,37,9,28,47,0.28,4.31,2,4,2,0,343,16,40,,, +klippjo01,1962,1,CIN,NL,7,6,40,7,0,0,4,326,113,54,13,64,67,0.27,4.47,5,8,4,1,490,16,66,,, +kolstha01,1962,1,BOS,AL,0,2,27,2,0,0,2,184,65,37,11,35,36,0.26,5.43,1,5,2,0,282,12,44,,, +kooncca01,1962,1,CHN,NL,10,10,35,30,3,1,0,572,200,84,17,86,84,0.27,3.97,3,2,7,2,844,3,93,,, +kopliho01,1962,1,DET,AL,3,0,10,6,1,0,0,113,54,22,5,10,10,0.34,5.26,1,2,0,0,172,1,24,,, +koufasa01,1962,1,LAN,NL,14,7,28,26,11,2,1,553,134,52,13,57,216,0.19,2.54,4,3,2,0,744,2,61,,, +kralija01,1962,1,MIN,AL,12,11,39,37,7,1,0,728,239,104,30,61,139,0.25,3.86,2,1,3,0,1011,1,121,,, +kreutfr01,1962,1,CHA,AL,0,0,1,0,0,0,0,4,0,0,0,1,1,0,0,0,0,0,0,5,0,0,,, +kunkebi01,1962,1,KC1,AL,0,0,9,0,0,0,0,23,8,3,3,4,6,0.25,3.52,0,0,0,0,36,2,7,,, +kutynma01,1962,1,WS2,AL,5,6,54,0,0,0,0,234,83,35,9,27,25,0.27,4.04,2,1,0,1,344,31,42,,, +labincl01,1962,1,NYN,NL,0,0,3,0,0,0,0,12,5,5,1,1,2,0.27,11.25,0,0,0,0,19,3,6,,, +lamabja01,1962,1,PIT,NL,3,1,46,0,0,0,2,234,70,25,4,40,56,0.23,2.88,8,5,0,0,341,15,35,,, +larsedo01,1962,1,SFN,NL,5,4,49,0,0,0,11,259,83,42,9,47,58,0.25,4.38,7,6,2,0,380,25,44,,, +laryal01,1962,1,CHN,NL,0,1,15,3,0,0,0,102,42,27,5,15,18,0.31,7.15,0,3,0,0,155,4,27,,, +laryfr01,1962,1,DET,AL,2,6,17,14,2,1,0,240,98,51,17,21,41,0.29,5.74,1,2,4,1,363,0,59,,, +latmaba01,1962,1,CLE,AL,8,13,45,21,7,1,5,538,179,83,23,72,117,0.26,4.17,9,4,5,1,774,11,96,,, +lawve01,1962,1,PIT,NL,10,7,23,20,7,2,0,418,156,61,21,27,78,0.27,3.94,4,2,1,0,596,2,67,,, +leedo01,1962,1,MIN,AL,3,3,9,9,1,0,0,156,51,26,8,24,28,0.25,4.5,0,2,7,0,232,0,27,,, +leedo01,1962,2,LAA,AL,8,8,27,22,4,2,2,460,153,53,12,39,74,0.25,3.11,1,2,3,0,648,4,64,,, +lehewji01,1962,1,BAL,AL,0,0,6,0,0,0,0,29,10,2,0,3,2,0.3,1.86,0,0,0,0,39,1,3,,, +lemasde01,1962,1,ML1,NL,3,4,17,12,4,1,0,260,75,29,11,32,69,0.23,3.01,1,5,3,0,355,3,36,,, +lemaydi01,1962,1,SFN,NL,0,1,9,0,0,0,1,28,9,8,2,9,5,0.26,7.71,1,2,0,1,45,2,8,,, +lockebo01,1962,1,SLN,NL,0,0,1,0,0,0,0,6,1,0,0,2,1,0.14,0,0,1,0,0,9,0,0,,, +lockebo01,1962,2,PHI,NL,1,0,5,0,0,0,0,47,16,10,4,10,9,0.26,5.74,0,0,0,0,72,0,12,,, +lowntu01,1962,1,CHA,AL,4,2,42,0,0,0,6,169,58,19,3,25,40,0.26,3.04,5,1,1,0,249,20,21,,, +luebkdi01,1962,1,BAL,AL,0,1,10,0,0,0,0,40,12,4,0,6,7,0.25,2.7,0,0,0,1,56,4,4,,, +mackeke01,1962,1,NYN,NL,5,4,42,1,0,0,1,240,87,44,10,34,51,0.28,4.95,3,0,3,0,355,16,47,,, +maclebi01,1962,1,BOS,AL,0,1,2,0,0,0,0,5,4,1,0,1,2,0.44,5.4,0,0,0,0,10,1,1,,, +mahafar01,1962,1,PHI,NL,19,14,41,39,20,2,0,822,253,120,36,81,177,0.24,3.94,4,7,12,0,1138,2,131,,, +malonji01,1962,1,CIN,NL,9,7,22,17,3,0,1,346,90,45,11,66,105,0.21,3.51,3,10,2,0,495,4,52,,, +manniji02,1962,1,MIN,AL,0,0,5,1,0,0,0,21,14,4,0,1,3,0.38,5.14,0,0,1,0,39,1,10,,, +marange01,1962,1,MIN,AL,1,3,32,4,0,0,0,218,69,36,11,35,36,0.25,4.46,3,5,4,0,318,8,43,,, +maricju01,1962,1,SFN,NL,18,11,37,36,18,3,1,788,233,98,34,90,153,0.23,3.36,5,3,3,1,1101,1,112,,, +mcbeaal01,1962,1,PIT,NL,15,10,33,29,6,2,0,569,212,78,11,65,119,0.28,3.7,2,4,7,0,823,0,93,,, +mcbrike01,1962,1,LAA,AL,11,5,24,23,6,4,0,448,136,58,9,70,83,0.24,3.5,3,5,9,0,640,0,66,,, +mcclajo01,1962,1,WS2,AL,0,4,10,4,0,0,0,72,33,25,8,11,6,0.32,9.38,1,0,2,0,117,2,25,,, +mccormi03,1962,1,SFN,NL,5,5,28,15,1,0,0,296,112,59,18,45,42,0.28,5.38,2,1,1,0,447,4,64,,, +mcdanli01,1962,1,SLN,NL,3,10,55,2,0,0,14,321,96,49,12,29,79,0.23,4.12,8,6,1,0,443,36,53,,, +mcdevda01,1962,1,KC1,AL,0,3,33,1,0,0,2,153,47,33,5,41,28,0.25,5.82,2,11,1,0,235,10,37,,, +mcdowsa01,1962,1,CLE,AL,3,7,25,13,0,0,1,263,81,59,9,70,70,0.24,6.06,1,5,4,0,410,5,64,,, +mclisca01,1962,1,PHI,NL,11,5,32,24,5,1,1,464,184,73,15,45,71,0.29,4.25,6,4,2,0,682,3,84,,, +mcmahdo02,1962,1,ML1,NL,0,1,2,0,0,0,0,9,3,2,1,0,3,0.25,6,0,0,0,0,12,2,2,,, +mcmahdo02,1962,2,HOU,NL,5,5,51,0,0,0,8,230,53,13,4,33,69,0.2,1.53,1,8,1,0,306,40,14,,, +mcnalda01,1962,1,BAL,AL,1,0,1,1,1,1,0,27,2,0,0,3,4,0.07,0,0,0,0,0,31,0,0,,, +millebo03,1962,1,CIN,NL,0,0,6,0,0,0,0,16,14,13,1,3,4,0.53,21.94,0,0,2,0,33,3,13,,, +millebo03,1962,2,NYN,NL,2,2,17,0,0,0,1,61,24,16,2,8,8,0.31,7.08,0,1,1,0,88,12,16,,, +millebo04,1962,1,NYN,NL,1,12,33,21,1,0,0,431,146,78,20,62,91,0.25,4.89,2,12,6,1,646,7,98,,, +millejo03,1962,1,BAL,AL,1,1,2,1,0,0,0,30,2,1,0,5,4,0.06,0.9,0,0,0,0,36,0,1,,, +millest01,1962,1,SFN,NL,5,8,59,0,0,0,19,321,107,49,8,42,78,0.26,4.12,7,5,2,0,461,41,55,,, +mizelvi01,1962,1,PIT,NL,1,1,4,3,0,0,0,49,15,9,3,10,6,0.25,4.96,0,0,1,0,72,1,10,,, +mizelvi01,1962,2,NYN,NL,0,2,17,2,0,0,0,114,48,31,10,25,15,0.32,7.34,0,3,1,0,182,9,35,,, +moelljo01,1962,1,LAN,NL,6,5,19,15,1,0,1,257,87,50,10,58,46,0.26,5.25,1,9,0,0,389,2,55,,, +moforhe01,1962,1,NYN,NL,0,1,7,0,0,0,0,45,21,12,3,1,5,0.31,7.2,0,2,0,0,69,1,15,,, +monbobi01,1962,1,BOS,AL,15,13,35,35,11,4,0,706,227,87,22,65,153,0.25,3.33,1,1,3,1,984,0,100,,, +moorera02,1962,1,MIN,AL,8,3,49,0,0,0,9,194,55,34,8,30,58,0.23,4.73,4,2,2,0,278,36,35,,, +moorhbo01,1962,1,NYN,NL,0,2,38,7,0,0,0,316,118,53,13,42,63,0.28,4.53,4,7,4,0,462,11,69,,, +morgato01,1962,1,LAA,AL,5,2,48,0,0,0,9,176,53,19,6,19,29,0.24,2.91,6,2,1,0,242,26,23,,, +mossido01,1962,1,DET,AL,11,13,35,27,8,1,1,541,195,84,24,36,121,0.27,4.19,1,1,1,0,774,3,92,,, +muffebi01,1962,1,BOS,AL,0,0,1,1,0,0,0,12,8,4,0,2,1,0.47,9,0,0,0,0,20,0,4,,, +navarju01,1962,1,LAA,AL,1,1,9,0,0,0,0,46,20,8,2,4,11,0.31,4.7,2,3,0,0,69,6,9,,, +newmafr01,1962,1,LAA,AL,0,1,4,1,0,0,0,19,11,7,0,3,4,0.39,9.95,1,0,0,0,31,0,7,,, +nichoch02,1962,1,BOS,AL,1,1,29,1,0,0,3,171,61,19,3,22,33,0.27,3,1,2,0,0,250,13,25,,, +nippeme01,1962,1,BOS,AL,0,0,4,0,0,0,0,18,4,3,1,4,3,0.2,4.5,1,0,0,0,27,0,3,,, +nischro01,1962,1,DET,AL,4,5,48,0,0,0,4,194,73,28,5,26,28,0.28,3.9,1,1,1,0,290,23,30,,, +normafr01,1962,1,KC1,AL,0,0,2,0,0,0,0,12,4,1,0,1,2,0.25,2.25,0,2,0,1,17,1,1,,, +nottedo01,1962,1,ML1,NL,2,2,39,0,0,0,2,192,64,23,4,20,36,0.25,3.23,3,3,4,0,278,16,30,,, +nunnho01,1962,1,CIN,NL,0,0,6,0,0,0,0,29,15,6,0,3,4,0.37,5.59,1,0,0,0,45,4,6,,, +nuxhajo01,1962,1,LAA,AL,0,0,5,0,0,0,0,16,7,6,0,5,2,0.3,10.13,0,0,1,0,29,1,6,,, +nuxhajo01,1962,2,CIN,NL,5,0,12,9,1,0,1,198,59,18,4,25,57,0.24,2.45,1,1,1,0,276,1,20,,, +odellbi01,1962,1,SFN,NL,19,14,43,39,20,2,0,842,282,110,18,66,195,0.25,3.53,1,4,7,0,1178,1,126,,, +olivodi01,1962,1,PIT,NL,5,1,62,1,0,0,7,253,88,26,5,25,66,0.27,2.77,7,0,0,0,356,19,30,,, +ortegph01,1962,1,LAN,NL,0,2,24,3,0,0,1,161,60,41,8,39,30,0.27,6.88,2,4,3,0,262,9,43,,, +osinsda01,1962,1,KC1,AL,0,0,4,0,0,0,0,14,8,9,1,8,4,0.38,17.36,0,2,0,0,30,3,9,,, +osinsda01,1962,2,LAA,AL,6,4,33,0,0,0,4,163,45,17,3,30,44,0.22,2.82,3,1,0,0,238,12,22,,, +osteecl01,1962,1,WS2,AL,8,13,28,22,7,2,1,451,140,61,12,47,59,0.24,3.65,6,3,4,0,626,4,62,,, +otoolji01,1962,1,CIN,NL,16,13,36,34,11,3,0,755,222,98,20,87,170,0.23,3.5,4,3,5,3,1039,1,115,,, +owensji01,1962,1,PHI,NL,2,4,23,12,1,0,0,209,90,49,12,33,21,0.31,6.33,1,3,0,1,321,6,53,,, +papajo01,1962,1,BAL,AL,0,0,1,0,0,0,0,3,3,3,0,1,0,0.6,27,0,0,0,0,7,1,3,,, +pappami01,1962,1,BAL,AL,12,10,35,32,9,1,0,616,200,92,31,75,130,0.25,4.03,3,7,2,1,874,2,105,,, +pascuca02,1962,1,MIN,AL,20,11,34,33,18,5,0,773,236,95,25,59,206,0.24,3.32,5,6,2,1,1053,1,100,,, +penaor01,1962,1,KC1,AL,6,4,13,12,6,1,0,269,71,30,9,27,56,0.21,3.01,2,3,1,1,367,1,31,,, +perraro01,1962,1,LAN,NL,6,6,70,0,0,0,20,322,103,34,1,36,68,0.25,2.85,9,1,0,0,450,39,40,,, +perryga01,1962,1,SFN,NL,3,1,13,7,1,0,0,129,54,25,3,14,20,0.31,5.23,2,3,0,0,195,1,29,,, +perryji01,1962,1,CLE,AL,12,12,35,27,7,3,0,581,213,89,21,59,74,0.28,4.14,1,0,2,2,819,5,94,,, +peterga01,1962,1,CHA,AL,0,1,5,0,0,0,0,19,8,4,0,1,4,0.3,5.68,0,0,1,0,29,0,5,,, +pfistda01,1962,1,KC1,AL,4,14,41,25,2,0,1,589,175,99,27,106,123,0.23,4.54,2,10,9,2,866,5,112,,, +pichero01,1962,1,ML1,NL,3,2,14,8,2,0,0,156,54,28,6,29,28,0.27,4.85,3,2,3,0,235,1,32,,, +piercbi02,1962,1,SFN,NL,16,6,30,23,7,2,1,487,147,63,19,35,76,0.23,3.49,2,2,3,1,657,2,67,,, +pizarju01,1962,1,CHA,AL,12,14,36,32,9,1,1,610,182,86,16,97,173,0.23,3.81,3,5,1,1,890,4,97,,, +pleisbi01,1962,1,MIN,AL,2,5,21,4,0,0,3,135,46,22,7,14,31,0.26,4.4,2,1,1,1,196,9,27,,, +podrejo01,1962,1,LAN,NL,15,13,40,40,8,0,0,765,270,108,20,71,178,0.27,3.81,14,4,3,0,1083,0,121,,, +priddbo01,1962,1,PIT,NL,1,0,2,0,0,0,0,9,4,1,0,1,1,0.3,3,0,1,0,0,14,2,1,,, +princdo01,1962,1,CHN,NL,0,0,1,0,0,0,0,3,0,0,0,1,0,0,0,0,0,1,0,4,1,0,,, +purkebo01,1962,1,CIN,NL,23,5,37,37,18,2,0,865,260,90,28,64,141,0.24,2.81,3,6,14,1,1181,0,109,,, +quirkar01,1962,1,BAL,AL,2,2,7,5,0,0,0,82,36,18,3,18,18,0.3,5.93,0,2,0,0,135,0,20,,, +radatdi01,1962,1,BOS,AL,9,6,62,0,0,0,24,374,95,31,9,40,144,0.21,2.24,2,4,4,0,506,53,32,,, +rakowed01,1962,1,KC1,AL,14,17,42,35,11,2,1,706,232,111,31,98,159,0.26,4.25,5,9,4,0,1007,3,126,,, +ramospe01,1962,1,CLE,AL,10,12,37,27,7,2,1,604,189,83,28,85,96,0.24,3.71,5,1,5,0,872,3,104,,, +raymocl01,1962,1,ML1,NL,5,5,26,0,0,0,10,128,37,13,5,15,40,0.23,2.74,2,1,2,0,176,23,15,,, +reganph01,1962,1,DET,AL,11,9,35,23,6,0,0,514,169,77,23,64,87,0.25,4.04,0,2,1,1,740,4,89,,, +renifha01,1962,1,NYA,AL,0,0,2,0,0,0,0,11,6,3,0,5,1,0.4,7.36,1,0,1,0,24,0,3,,, +richepe01,1962,1,LAN,NL,5,4,19,12,1,0,0,244,77,35,6,45,75,0.24,3.87,1,4,1,0,358,2,35,,, +rippera01,1962,1,WS2,AL,1,2,18,1,0,0,0,118,47,24,7,17,17,0.29,5.49,2,0,0,1,179,5,24,,, +roberro01,1962,1,BAL,AL,10,9,27,25,6,0,0,574,176,59,17,41,102,0.24,2.78,7,2,4,0,774,1,63,,, +roebued01,1962,1,LAN,NL,10,2,64,0,0,0,9,358,102,41,11,54,72,0.23,3.09,6,8,6,0,512,22,60,,, +rolanji01,1962,1,MIN,AL,0,0,1,0,0,0,0,6,1,0,0,0,1,0.14,0,0,0,0,0,7,0,0,,, +rudoldo01,1962,1,CLE,AL,0,0,1,0,0,0,0,1,1,0,0,0,0,1,0,0,0,0,0,1,1,0,,, +rudoldo01,1962,2,WS2,AL,8,10,37,23,6,2,0,529,187,71,13,42,68,0.27,3.62,2,1,3,1,744,8,84,,, +sadecra01,1962,1,SLN,NL,6,8,22,17,4,1,1,307,121,63,13,43,50,0.29,5.54,3,5,3,2,467,2,74,,, +sadowte01,1962,1,MIN,AL,1,1,19,0,0,0,0,102,37,19,6,11,15,0.3,5.03,0,3,1,0,139,3,19,,, +sanfoja02,1962,1,SFN,NL,24,7,39,38,13,2,0,796,233,101,23,92,147,0.23,3.43,4,4,3,2,1100,1,110,,, +schulba01,1962,1,CHN,NL,5,5,51,0,0,0,5,233,66,33,7,23,58,0.23,3.82,6,3,4,0,319,24,36,,, +schwado01,1962,1,BOS,AL,9,15,33,32,5,1,0,547,180,100,18,121,89,0.26,4.94,1,7,10,0,838,0,118,,, +scorehe01,1962,1,CHA,AL,0,0,4,0,0,0,0,18,6,3,1,4,3,0.26,4.5,0,1,0,0,27,3,3,,, +seguidi01,1962,1,KC1,AL,8,5,37,13,2,0,6,350,89,50,16,46,71,0.21,3.86,2,3,1,1,476,15,53,,, +shantbo01,1962,1,HOU,NL,1,1,3,3,1,0,0,62,15,3,1,5,14,0.2,1.31,0,0,0,0,78,0,4,,, +shantbo01,1962,2,SLN,NL,5,3,28,0,0,0,4,173,45,14,7,20,47,0.21,2.18,2,0,1,0,236,19,22,,, +shawbo01,1962,1,ML1,NL,15,9,38,29,12,3,2,675,223,70,20,44,124,0.26,2.8,10,3,12,1,931,5,80,,, +sheldro01,1962,1,NYA,AL,7,8,34,16,2,0,1,354,136,72,12,28,54,0.28,5.49,3,2,1,0,512,5,78,,, +sherrla01,1962,1,LAN,NL,7,3,58,0,0,0,11,270,81,32,8,44,71,0.24,3.2,5,6,6,1,395,36,40,,, +shortbi01,1962,1,BAL,AL,0,0,5,0,0,0,0,12,8,7,0,6,3,0.38,15.75,0,0,1,0,28,1,7,,, +shortch02,1962,1,PHI,NL,11,9,47,12,4,0,3,426,149,54,13,56,91,0.27,3.42,6,7,8,1,621,16,66,,, +simmocu01,1962,1,SLN,NL,10,10,31,22,9,4,0,462,167,60,18,32,74,0.28,3.51,2,1,3,0,641,6,78,,, +siskto01,1962,1,PIT,NL,0,2,5,3,1,0,0,53,18,8,1,8,6,0.25,4.08,1,0,1,0,79,0,9,,, +sisleda01,1962,1,CIN,NL,4,3,35,0,0,0,1,131,44,19,4,26,27,0.27,3.92,3,1,0,0,196,16,19,,, +smithbi04,1962,1,PHI,NL,1,5,24,5,0,0,0,151,59,24,8,10,26,0.29,4.29,3,1,1,0,217,6,32,,, +smithja04,1962,1,LAN,NL,0,0,8,0,0,0,1,30,10,5,0,4,7,0.26,4.5,1,0,0,0,43,2,6,,, +smithpe01,1962,1,BOS,AL,0,1,1,1,0,0,0,11,7,8,3,2,1,0.43,19.64,0,0,0,0,19,0,8,,, +spahnwa01,1962,1,ML1,NL,18,14,34,34,22,0,0,808,248,91,25,55,118,0.24,3.04,4,4,3,0,1088,0,97,,, +sprinja01,1962,1,LAA,AL,4,2,57,0,0,0,6,195,66,29,7,30,31,0.27,4.02,10,2,2,0,286,16,32,,, +staffbi01,1962,1,NYA,AL,14,9,35,33,7,2,0,640,188,87,23,77,109,0.23,3.67,6,2,4,0,899,1,95,,, +stalltr01,1962,1,BOS,AL,0,0,1,0,0,0,0,3,0,0,0,0,0,0,0,0,0,0,0,3,1,0,,, +stangle01,1962,1,MIN,AL,4,3,44,6,1,0,3,285,98,47,14,39,70,0.27,4.45,3,3,1,0,413,11,57,,, +steevmo01,1962,1,CHN,NL,0,1,12,1,0,0,0,45,10,4,0,11,5,0.19,2.4,0,0,1,0,67,2,4,,, +stenhda01,1962,1,WS2,AL,11,12,34,26,9,2,0,591,169,80,24,90,123,0.23,3.65,9,4,2,0,831,4,84,,, +stigmdi01,1962,1,MIN,AL,12,5,40,15,6,0,3,428,122,58,19,64,116,0.23,3.66,3,10,2,1,596,14,60,,, +stockwe01,1962,1,BAL,AL,3,2,53,0,0,0,3,195,50,32,7,36,34,0.21,4.43,6,2,1,0,274,26,33,,, +stonede01,1962,1,HOU,NL,3,2,15,7,2,2,0,157,61,26,4,20,31,0.29,4.47,0,2,1,0,231,3,31,,, +stonede01,1962,2,CHA,AL,1,0,27,0,0,0,5,91,28,11,3,9,23,0.25,3.26,2,1,1,0,125,9,11,,, +sturdto01,1962,1,PIT,NL,9,5,49,12,2,1,2,376,120,52,12,39,76,0.26,3.73,11,6,3,0,518,13,62,,, +sullifr01,1962,1,PHI,NL,0,2,19,0,0,0,0,69,38,16,2,12,12,0.39,6.26,2,0,2,0,115,4,21,,, +sullifr01,1962,2,MIN,AL,4,1,21,0,0,0,5,100,33,12,3,13,10,0.25,3.24,0,1,0,0,145,10,17,,, +tayloro01,1962,1,CLE,AL,2,2,8,4,1,0,0,100,36,22,6,13,15,0.28,5.94,4,1,1,1,144,3,23,,, +terryra01,1962,1,NYA,AL,23,12,43,39,14,3,2,896,257,106,40,57,176,0.23,3.19,1,2,3,0,1191,2,123,,, +tiefebo01,1962,1,HOU,NL,2,4,43,0,0,0,1,255,91,41,6,21,60,0.27,4.34,2,0,2,1,360,20,42,,, +tiefeve01,1962,1,CHA,AL,0,0,3,0,0,0,0,11,6,4,1,7,1,0.35,9.82,0,0,0,0,24,0,4,,, +toppiru01,1962,1,KC1,AL,0,0,2,0,0,0,0,6,1,3,0,5,1,0.16,13.5,0,0,0,0,11,1,3,,, +tothpa01,1962,1,SLN,NL,1,0,6,1,1,0,0,50,18,10,1,4,5,0.29,5.4,0,0,0,0,68,1,10,,, +tothpa01,1962,2,CHN,NL,3,1,6,4,1,0,0,102,29,16,2,10,11,0.24,4.24,1,2,2,0,138,0,17,,, +tsitojo01,1962,1,CIN,NL,1,0,4,2,1,1,0,64,13,2,0,7,7,0.18,0.84,0,1,3,0,83,0,2,,, +turlebo01,1962,1,NYA,AL,3,3,24,8,0,0,1,207,68,35,8,47,42,0.26,4.57,2,1,4,0,316,7,45,,, +tyrivda01,1962,1,CLE,AL,0,0,4,0,0,0,0,32,10,5,2,7,7,0.25,4.22,1,0,1,0,49,2,6,,, +umbriji01,1962,1,HOU,NL,4,0,34,0,0,0,2,201,51,15,3,17,55,0.21,2.01,1,3,2,0,263,21,19,,, +vealebo01,1962,1,PIT,NL,2,2,11,6,2,0,1,137,39,19,2,25,42,0.23,3.74,1,2,0,1,195,1,25,,, +walkeje01,1962,1,KC1,AL,8,9,31,21,3,1,0,430,165,94,27,78,57,0.28,5.9,4,3,7,0,670,3,101,,, +warneja02,1962,1,CHN,NL,0,0,7,0,0,0,0,21,9,6,3,0,3,0.32,7.71,0,2,0,0,29,3,7,,, +washbra01,1962,1,SLN,NL,12,9,34,25,2,1,0,527,187,80,25,58,109,0.27,4.1,2,6,3,0,758,3,90,,, +weavefl01,1962,1,CLE,AL,1,0,1,1,0,0,0,15,3,1,1,0,8,0.16,1.8,0,1,0,0,18,0,1,,, +wickeda01,1962,1,KC1,AL,11,4,30,9,3,0,1,330,105,51,13,43,61,0.25,4.17,1,1,8,0,467,8,53,,, +wilheho01,1962,1,BAL,AL,7,10,52,0,0,0,15,279,64,20,5,34,90,0.19,1.94,2,11,3,0,371,44,28,,, +willeca01,1962,1,ML1,NL,2,5,30,6,0,0,1,220,95,44,9,20,40,0.31,5.4,3,4,1,0,325,5,49,,, +willido01,1962,1,KC1,AL,0,0,3,0,0,0,0,12,6,4,0,0,1,0.35,9,0,1,1,0,19,2,4,,, +willist02,1962,1,LAN,NL,14,12,40,28,4,1,1,557,184,92,16,98,108,0.25,4.46,11,7,0,3,838,5,104,,, +willste01,1962,1,BOS,AL,0,0,1,0,0,0,0,0,2,0,0,1,0,1,,0,0,0,0,3,0,1,,, +willste01,1962,2,CIN,NL,0,2,26,5,0,0,3,183,61,36,12,23,58,0.26,5.31,0,5,5,0,262,5,36,,, +wilsoea01,1962,1,BOS,AL,12,8,31,28,4,1,0,574,163,83,21,111,137,0.23,3.9,2,11,6,1,837,2,86,,, +wittge01,1962,1,LAA,AL,1,1,5,2,0,0,0,30,15,9,4,5,10,0.34,8.1,0,0,0,0,49,1,12,,, +wittge01,1962,2,HOU,NL,0,2,8,2,0,0,0,46,20,12,2,9,10,0.33,7.04,0,0,1,0,73,2,14,,, +woodeha01,1962,1,HOU,NL,5,16,31,26,2,1,0,418,161,68,3,54,82,0.29,4.39,1,13,3,1,630,3,84,,, +woodwi01,1962,1,BOS,AL,0,0,1,1,0,0,0,23,6,3,0,3,3,0.21,3.52,0,0,0,0,31,0,3,,, +wyattjo02,1962,1,KC1,AL,10,7,59,9,0,0,11,375,121,62,12,80,106,0.25,4.46,5,8,5,0,571,30,66,,, +wynnea01,1962,1,CHA,AL,7,15,27,26,11,3,0,503,171,83,15,56,91,0.26,4.46,6,2,3,0,710,1,90,,, +zannido01,1962,1,CHA,AL,6,5,44,2,0,0,5,259,67,36,12,31,66,0.21,3.75,3,5,1,0,353,16,42,,, +abernte02,1963,1,CLE,AL,7,2,43,0,0,0,12,178,54,19,3,29,47,0.25,2.88,6,4,0,0,249,33,25,,, +acklefr01,1963,1,CHA,AL,1,0,2,2,0,0,0,39,7,3,2,7,11,0.16,2.08,0,1,0,0,51,0,4,,, +aguirha01,1963,1,DET,AL,14,15,38,33,14,3,0,677,222,92,25,68,134,0.25,3.67,3,2,8,1,954,2,96,,, +allenbo04,1963,1,CLE,AL,1,2,43,0,0,0,2,168,58,29,5,29,51,0.26,4.66,6,5,1,1,255,12,37,,, +anderbo01,1963,1,DET,AL,3,1,32,3,0,0,0,180,58,22,5,21,38,0.25,3.3,2,4,6,0,260,15,28,,, +andercr01,1963,1,NYN,NL,0,2,3,2,0,0,0,28,17,9,0,3,6,0.36,8.68,0,1,0,0,51,0,15,,, +arrigge01,1963,1,MIN,AL,1,2,5,1,0,0,0,47,12,5,2,4,13,0.21,2.87,0,1,0,0,63,1,5,,, +arroylu01,1963,1,NYA,AL,1,1,6,0,0,0,0,18,12,9,0,3,5,0.44,13.5,1,1,0,0,32,3,9,,, +bairdbo01,1963,1,WS2,AL,0,3,5,3,0,0,0,35,12,10,1,7,7,0.26,7.71,0,0,1,1,57,1,15,,, +bakerto02,1963,1,CHN,NL,0,1,10,1,0,0,0,54,20,6,2,7,14,0.28,3,0,4,1,0,81,1,12,,, +baldsja01,1963,1,PHI,NL,11,7,65,0,0,0,16,341,99,29,7,42,89,0.23,2.3,10,3,3,0,477,44,37,,, +barbest01,1963,1,BAL,AL,20,13,39,36,11,2,0,776,253,79,12,92,180,0.25,2.75,10,3,4,1,1096,1,99,,, +bassno01,1963,1,KC1,AL,0,0,3,1,0,0,0,23,11,10,2,9,4,0.33,11.74,0,0,0,0,44,0,11,,, +baumafr01,1963,1,CHA,AL,2,1,24,1,0,0,1,151,52,17,2,17,31,0.26,3.04,2,1,0,0,215,3,22,,, +bautaed01,1963,1,SLN,NL,3,4,38,0,0,0,3,158,55,23,2,21,30,0.27,3.93,4,2,2,1,226,18,26,,, +bautaed01,1963,2,NYN,NL,0,0,9,0,0,0,0,57,22,11,0,9,13,0.28,5.21,0,0,0,0,86,1,11,,, +bearnla01,1963,1,NYN,NL,3,8,58,2,0,0,4,379,127,48,7,47,48,0.26,3.42,9,4,5,0,544,34,61,,, +belinbo01,1963,1,LAA,AL,2,9,13,13,2,0,0,230,78,49,12,35,60,0.26,5.75,2,2,4,0,341,0,54,,, +bellga01,1963,1,CLE,AL,8,5,58,7,0,0,5,357,91,39,13,52,98,0.2,2.95,10,4,4,0,502,28,48,,, +bennede01,1963,1,PHI,NL,9,5,23,16,6,1,1,358,102,35,12,33,82,0.23,2.64,5,4,4,1,488,3,44,,, +blasiwa01,1963,1,ML1,NL,0,0,2,0,0,0,0,9,7,4,0,2,6,0.46,12,0,1,0,0,18,2,4,,, +bolinbo01,1963,1,SFN,NL,10,6,47,12,2,0,7,412,128,50,13,57,134,0.24,3.28,4,8,7,0,604,17,73,,, +boozejo01,1963,1,PHI,NL,3,4,26,8,2,0,1,249,67,27,11,33,69,0.22,2.93,5,1,1,0,336,5,31,,, +bouldca01,1963,1,WS2,AL,2,2,10,3,0,0,0,70,31,15,3,8,10,0.3,5.79,1,1,0,0,111,4,18,,, +boutoji01,1963,1,NYA,AL,21,7,40,30,12,6,1,748,191,70,18,87,148,0.21,2.53,2,4,3,1,1004,4,79,,, +bowsfte01,1963,1,KC1,AL,5,7,41,11,2,1,3,334,115,55,14,47,67,0.26,4.45,5,2,3,0,488,14,60,,, +breweji01,1963,1,CHN,NL,3,2,29,1,0,0,0,149,59,27,10,15,35,0.29,4.89,0,0,0,1,223,13,32,,, +bridgma01,1963,1,NYA,AL,2,0,23,0,0,0,1,99,27,14,2,30,35,0.23,3.82,2,0,1,0,152,15,18,,, +brogler01,1963,1,SLN,NL,18,8,39,35,11,5,0,750,202,83,24,90,145,0.21,2.99,4,13,4,1,1041,3,97,,, +bronsji01,1963,1,WS2,AL,1,3,25,0,0,0,1,172,66,36,9,22,22,0.29,5.65,2,7,1,0,249,11,38,,, +brosnji01,1963,1,CIN,NL,0,1,6,0,0,0,0,14,8,4,2,3,4,0.42,7.71,1,1,0,0,25,4,4,,, +brosnji01,1963,2,CHA,AL,3,8,45,0,0,0,14,219,71,23,7,22,46,0.26,2.84,5,1,0,0,299,33,24,,, +brownha01,1963,1,HOU,NL,5,11,26,20,6,3,0,424,137,52,14,8,68,0.25,3.31,0,0,0,0,563,2,54,,, +brownpa01,1963,1,PHI,NL,0,1,6,2,0,0,0,46,15,7,2,5,11,0.23,4.11,0,0,2,0,71,3,10,,, +brucebo01,1963,1,HOU,NL,5,9,30,25,1,1,0,511,162,68,7,60,123,0.25,3.59,3,9,8,3,726,2,73,,, +brunege01,1963,1,HOU,NL,0,3,5,2,0,0,0,38,24,10,2,6,11,0.39,7.11,1,0,0,1,67,2,11,,, +brunege01,1963,2,BAL,AL,0,1,16,0,0,0,1,60,25,12,3,9,13,0.3,5.4,0,1,1,2,94,7,15,,, +buhlbo01,1963,1,CHN,NL,11,14,37,34,6,0,0,678,219,85,24,62,108,0.25,3.38,1,8,3,2,920,0,96,,, +bunkewa01,1963,1,BAL,AL,0,1,1,1,0,0,0,12,10,6,1,3,1,0.47,13.5,0,0,0,0,25,0,6,,, +bunniji01,1963,1,DET,AL,12,13,39,35,6,2,1,745,245,107,38,69,196,0.25,3.88,3,4,5,0,1051,3,119,,, +burdefr01,1963,1,CHN,NL,0,0,4,0,0,0,0,14,5,2,1,2,1,0.31,3.86,0,0,0,0,19,3,2,,, +burdele01,1963,1,ML1,NL,6,5,15,13,4,1,0,252,71,34,15,24,28,0.22,3.64,4,0,1,0,342,2,40,,, +burdele01,1963,2,SLN,NL,3,8,21,14,3,0,2,294,106,41,6,16,45,0.27,3.77,2,0,7,0,416,3,50,,, +burnspe01,1963,1,BAL,AL,0,1,6,0,0,0,0,22,11,4,0,2,6,0.34,4.91,0,0,1,1,35,1,4,,, +burnspe01,1963,2,WS2,AL,0,1,38,1,0,0,0,202,84,46,12,24,23,0.3,6.15,1,2,0,1,306,13,49,,, +butteto01,1963,1,PIT,NL,0,0,6,1,0,0,0,49,15,8,1,8,11,0.25,4.41,0,1,2,0,72,3,8,,, +buzhajo01,1963,1,CHA,AL,9,4,19,18,6,3,0,379,100,34,8,31,59,0.21,2.42,5,1,5,0,503,1,35,,, +calmudi01,1963,1,LAN,NL,3,1,21,1,0,0,0,132,32,13,3,16,25,0.2,2.66,1,1,0,0,173,9,14,,, +cardico01,1963,1,HOU,NL,0,1,6,1,0,0,0,40,15,9,0,7,7,0.28,6.08,0,1,0,1,63,0,14,,, +cardwdo01,1963,1,PIT,NL,13,15,33,32,7,2,0,641,195,73,21,52,112,0.24,3.07,10,2,16,0,882,1,92,,, +chancde01,1963,1,LAA,AL,13,18,45,35,6,2,3,744,229,88,10,90,168,0.24,3.19,7,7,10,1,1058,4,109,,, +cheneto01,1963,1,WS2,AL,8,9,23,21,7,4,0,409,99,41,14,40,97,0.2,2.71,3,0,1,0,542,1,51,,, +ciscoga01,1963,1,NYN,NL,7,15,51,17,1,0,0,467,165,75,15,64,81,0.27,4.34,1,10,7,2,688,15,88,,, +clonito01,1963,1,ML1,NL,9,11,41,18,4,2,1,436,131,61,17,63,100,0.23,3.78,12,11,2,2,622,11,68,,, +coateji01,1963,1,WS2,AL,2,4,20,2,0,0,0,133,51,26,4,21,31,0.29,5.28,4,4,3,0,201,9,29,,, +coateji01,1963,2,CIN,NL,0,0,9,0,0,0,0,49,21,10,2,7,11,0.31,5.51,1,2,0,0,75,4,10,,, +conlege01,1963,1,BOS,AL,3,4,9,9,0,0,0,122,51,30,4,21,14,0.3,6.64,0,0,1,1,191,0,31,,, +constji01,1963,1,SFN,NL,0,0,4,0,0,0,0,7,3,1,0,1,1,0.33,3.86,0,1,0,0,11,0,1,,, +coombda01,1963,1,HOU,NL,0,0,1,0,0,0,0,1,3,1,0,0,0,0.75,27,0,0,0,0,4,0,1,,, +craigro01,1963,1,NYN,NL,5,22,46,31,14,0,2,708,249,99,28,58,108,0.26,3.78,2,4,6,6,1014,9,117,,, +culpra01,1963,1,PHI,NL,14,11,34,30,10,5,0,610,148,67,15,102,176,0.2,2.97,8,5,6,0,840,0,76,,, +curtija01,1963,1,CLE,AL,0,0,4,0,0,0,0,15,8,10,0,5,3,0.34,18,1,0,1,0,30,1,10,,, +dahlja01,1963,1,HOU,NL,0,1,1,1,0,0,0,8,7,5,0,0,0,0.43,16.88,0,1,0,0,16,0,7,,, +dailebi01,1963,1,MIN,AL,6,3,66,0,0,0,21,326,80,24,9,19,72,0.2,1.99,5,2,0,0,414,43,26,,, +daleybu01,1963,1,NYA,AL,0,0,1,0,0,0,1,3,2,0,0,0,0,0.66,0,0,0,0,0,4,1,0,,, +daniebe02,1963,1,WS2,AL,5,10,35,24,6,1,1,506,163,82,19,58,88,0.25,4.38,9,5,1,0,724,3,90,,, +debusda01,1963,1,CHA,AL,3,4,24,10,1,1,0,253,80,29,9,34,53,0.24,3.09,1,6,4,0,365,3,35,,, +delocik01,1963,1,BOS,AL,1,2,6,6,1,0,0,96,31,16,4,12,23,0.24,4.5,0,0,0,0,139,0,18,,, +delocik01,1963,2,BAL,AL,1,3,7,5,0,0,0,91,25,17,7,16,11,0.23,5.04,1,0,0,0,125,1,17,,, +dicksji01,1963,1,HOU,NL,0,1,13,0,0,0,2,44,22,10,0,2,6,0.34,6.14,0,1,0,0,69,7,13,,, +dillost01,1963,1,NYN,NL,0,0,1,0,0,0,0,5,3,2,0,0,1,0.42,10.8,0,0,0,0,7,0,2,,, +donovdi01,1963,1,CLE,AL,11,13,30,30,7,3,0,618,211,97,27,28,84,0.26,4.24,5,0,5,0,842,0,106,,, +dottega01,1963,1,MIN,AL,0,0,2,0,0,0,0,6,0,0,0,0,2,0,0,0,0,0,0,6,1,0,,, +downial01,1963,1,NYA,AL,13,5,24,22,10,4,0,527,114,50,7,80,171,0.18,2.56,1,5,0,1,707,2,52,,, +drabomo01,1963,1,KC1,AL,7,13,26,22,9,2,0,523,135,59,16,64,109,0.21,3.05,2,6,8,0,707,1,62,,, +drottdi01,1963,1,HOU,NL,2,12,27,14,2,1,0,293,95,54,13,49,58,0.25,4.98,2,7,6,1,436,6,61,,, +drysddo01,1963,1,LAN,NL,19,17,42,42,17,3,0,946,287,92,25,57,251,0.24,2.63,13,4,10,0,1266,0,114,,, +duckwji01,1963,1,WS2,AL,4,12,37,15,2,0,0,362,131,81,13,67,66,0.27,6.04,3,7,10,3,563,8,89,,, +duffaji01,1963,1,SFN,NL,4,2,34,5,0,0,2,226,56,24,3,37,55,0.2,2.87,6,2,2,0,314,16,26,,, +dulibbo01,1963,1,LAA,AL,1,1,6,0,0,0,1,23,3,1,0,6,4,0.12,1.17,0,0,0,0,31,3,1,,, +durenry01,1963,1,PHI,NL,6,2,33,7,1,0,2,262,65,32,6,52,84,0.21,3.3,1,4,5,1,372,15,33,,, +dustabo01,1963,1,DET,AL,0,1,7,0,0,0,0,18,10,6,0,5,4,0.35,9,1,1,0,0,35,5,9,,, +earlear01,1963,1,BOS,AL,3,7,53,4,0,0,1,347,124,61,13,43,97,0.27,4.75,8,2,8,0,523,18,73,,, +egandi02,1963,1,DET,AL,0,1,20,0,0,0,0,63,25,12,4,3,16,0.28,5.14,0,1,0,0,92,7,12,,, +ellswdi01,1963,1,CHN,NL,22,10,37,37,19,4,0,872,223,68,14,75,185,0.21,2.11,7,3,2,0,1160,0,75,,, +elstodo01,1963,1,CHN,NL,4,1,51,0,0,0,4,210,57,22,6,21,41,0.22,2.83,3,1,2,1,280,29,26,,, +estrach01,1963,1,BAL,AL,3,2,8,7,0,0,0,94,26,16,2,19,16,0.22,4.6,0,3,1,0,138,1,17,,, +facero01,1963,1,PIT,NL,3,9,56,0,0,0,16,209,75,25,6,19,41,0.28,3.23,11,1,3,0,298,38,33,,, +fanokha01,1963,1,SLN,NL,2,1,12,0,0,0,1,77,24,15,3,21,25,0.25,5.26,1,1,1,2,121,4,16,,, +farretu01,1963,1,HOU,NL,14,13,34,26,12,0,1,607,161,68,12,35,141,0.21,3.02,2,2,2,1,792,5,76,,, +faulbi01,1963,1,DET,AL,5,6,28,10,2,0,1,291,93,50,14,48,64,0.25,4.64,3,6,4,3,431,8,55,,, +fischbi01,1963,1,KC1,AL,9,6,45,2,0,0,3,287,86,38,13,29,34,0.24,3.57,5,1,3,1,398,22,44,,, +fischha01,1963,1,ML1,NL,4,3,31,6,1,0,0,223,74,41,8,28,72,0.26,4.96,4,2,5,0,323,1,46,,, +fisheed02,1963,1,CHA,AL,9,8,33,15,2,1,0,362,114,53,14,28,67,0.24,3.95,2,4,2,0,504,6,57,,, +fisheja01,1963,1,SFN,NL,6,10,36,12,2,0,1,348,132,59,12,38,57,0.28,4.58,3,2,5,1,517,9,77,,, +fordwh01,1963,1,NYA,AL,24,7,38,37,13,3,1,808,240,82,26,56,189,0.24,2.74,3,9,2,0,1068,1,94,,, +fornimi01,1963,1,BOS,AL,0,0,9,0,0,0,0,42,16,10,0,5,5,0.28,6.43,0,0,0,0,63,6,10,,, +fornimi01,1963,2,MIN,AL,1,1,11,0,0,0,0,68,24,12,0,13,7,0.27,4.76,0,4,2,0,106,1,14,,, +fostela01,1963,1,DET,AL,0,0,1,0,0,0,0,6,4,3,0,1,1,0.36,13.5,0,0,0,0,12,0,3,,, +fowlear01,1963,1,LAA,AL,5,3,57,0,0,0,10,268,70,24,5,19,53,0.21,2.42,8,1,0,0,345,30,26,,, +foxte01,1963,1,DET,AL,8,6,46,0,0,0,11,241,81,32,9,20,35,0.26,3.59,5,0,2,0,335,29,37,,, +foytapa01,1963,1,DET,AL,0,1,9,0,0,0,1,53,18,17,4,8,7,0.26,8.66,0,0,0,0,78,2,18,,, +foytapa01,1963,2,LAA,AL,5,5,25,8,0,0,0,211,68,29,9,29,37,0.25,3.71,6,1,0,1,300,7,35,,, +francea01,1963,1,PIT,NL,4,6,33,13,0,0,0,292,107,49,6,43,72,0.28,4.53,11,2,4,0,432,3,59,,, +frienbo01,1963,1,PIT,NL,17,16,39,38,12,4,0,806,236,70,13,44,144,0.23,2.34,9,6,5,6,1080,1,87,,, +funkfr01,1963,1,ML1,NL,3,3,25,0,0,0,0,131,42,13,3,13,19,0.25,2.68,3,1,1,0,179,8,14,,, +garibbo01,1963,1,SFN,NL,0,1,4,0,0,0,1,24,8,1,0,4,4,0.27,1.13,2,0,1,0,34,3,2,,, +gatewau01,1963,1,LAA,AL,1,1,4,3,1,0,0,72,12,4,0,16,13,0.14,1.5,0,2,0,0,100,0,5,,, +gibbojo01,1963,1,PIT,NL,5,12,37,22,5,0,1,442,147,54,7,54,110,0.25,3.3,15,3,5,1,640,3,61,,, +gibsobo01,1963,1,SLN,NL,18,9,36,33,14,2,0,764,224,96,19,96,204,0.23,3.39,1,6,13,1,1088,2,110,,, +gladdfr01,1963,1,DET,AL,1,1,22,0,0,0,7,82,19,6,1,14,24,0.19,1.98,1,2,0,0,113,14,6,,, +goldeji01,1963,1,HOU,NL,0,1,3,1,0,0,0,19,12,4,0,2,5,0.42,5.68,0,1,0,1,30,1,4,,, +grantmu01,1963,1,CLE,AL,13,14,38,32,10,2,1,688,213,94,30,87,157,0.24,3.69,3,6,4,0,983,2,107,,, +grbael01,1963,1,LAA,AL,1,2,12,1,0,0,0,52,14,9,2,10,5,0.22,4.67,1,1,1,0,77,7,9,,, +greenda02,1963,1,PHI,NL,7,5,40,14,4,0,2,360,134,43,10,38,68,0.28,3.23,8,4,2,2,519,10,53,,, +haddiha01,1963,1,PIT,NL,3,4,49,1,0,0,1,210,67,26,7,20,70,0.25,3.34,4,8,4,1,298,15,27,,, +halldi01,1963,1,BAL,AL,5,5,47,3,0,0,12,335,91,37,12,16,74,0.22,2.98,6,0,4,0,436,21,39,,, +hamilja01,1963,1,PHI,NL,2,1,19,1,0,0,1,90,22,18,3,17,23,0.2,5.4,2,4,0,0,129,5,19,,, +hamilst01,1963,1,WS2,AL,0,1,3,0,0,0,0,6,5,3,0,2,1,0.55,13.5,0,0,0,0,13,2,3,,, +hamilst01,1963,2,NYA,AL,5,1,34,0,0,0,5,187,49,18,3,24,63,0.22,2.6,2,3,1,0,255,17,19,,, +hannaji01,1963,1,WS2,AL,2,2,13,2,0,0,0,83,23,15,2,17,14,0.22,4.88,0,2,0,0,122,5,18,,, +heffnbo01,1963,1,BOS,AL,4,9,20,19,3,1,0,374,131,59,15,36,77,0.26,4.26,1,3,2,0,537,0,61,,, +hendlbo01,1963,1,ML1,NL,9,9,41,24,7,3,3,508,153,74,16,64,105,0.24,3.93,4,4,1,0,708,8,80,,, +henrybi01,1963,1,CIN,NL,1,3,47,0,0,0,14,156,55,24,4,11,45,0.27,4.15,2,3,1,0,216,33,30,,, +herbera01,1963,1,CHA,AL,13,10,33,33,14,7,0,674,230,81,12,35,105,0.26,3.24,5,2,2,0,915,0,86,,, +herbero01,1963,1,SFN,NL,0,0,2,0,0,0,0,4,1,1,0,1,1,0.2,6.75,0,1,0,0,6,1,1,,, +hobaued01,1963,1,WS2,AL,0,0,9,1,0,0,0,48,20,11,3,6,11,0.3,6.19,2,1,2,0,77,3,13,,, +hobbigl01,1963,1,CHN,NL,7,10,36,24,4,1,0,496,172,72,17,49,94,0.27,3.92,2,9,6,0,701,5,80,,, +hoeftbi01,1963,1,SFN,NL,2,0,23,0,0,0,4,73,26,12,5,10,8,0.27,4.44,2,1,0,0,108,9,12,,, +hoernjo01,1963,1,HOU,NL,0,0,1,0,0,0,0,9,2,0,0,0,2,0.18,0,0,0,0,0,11,0,0,,, +hookja01,1963,1,NYN,NL,4,14,41,20,3,0,1,458,168,93,21,53,89,0.28,5.48,2,6,9,0,672,13,104,,, +horlejo01,1963,1,CHA,AL,11,7,33,21,3,0,0,372,122,45,10,55,61,0.26,3.27,8,3,2,0,533,8,50,,, +howarbr01,1963,1,CHA,AL,2,1,7,0,0,0,1,51,12,5,0,14,9,0.2,2.65,0,0,0,0,74,5,7,,, +humphbo01,1963,1,SLN,NL,0,1,9,0,0,0,0,32,11,6,4,7,8,0.28,5.06,1,0,1,0,48,2,8,,, +jacksal01,1963,1,NYN,NL,13,17,37,34,11,0,1,681,237,100,25,84,142,0.26,3.96,2,9,12,2,1000,1,128,,, +jacksla01,1963,1,CHN,NL,14,18,37,37,13,4,0,825,256,78,11,54,153,0.24,2.55,3,3,6,2,1126,0,102,,, +jayjo01,1963,1,CIN,NL,7,18,30,22,4,1,1,510,172,81,19,73,116,0.26,4.29,2,8,3,0,733,5,91,,, +jenkija01,1963,1,WS2,AL,0,2,4,2,0,0,0,37,16,8,2,12,5,0.34,5.84,0,2,0,0,61,1,8,,, +johnske02,1963,1,HOU,NL,11,17,37,32,6,1,1,672,204,66,12,50,148,0.24,2.65,4,1,8,3,919,4,86,,, +johnto01,1963,1,CLE,AL,0,2,6,3,0,0,0,61,23,5,1,6,9,0.28,2.21,1,1,0,0,91,1,10,,, +jonessa02,1963,1,SLN,NL,2,0,11,0,0,0,2,33,15,11,0,5,8,0.31,9,1,1,0,0,52,5,12,,, +joycemi01,1963,1,CHA,AL,0,0,6,0,0,0,0,32,13,10,1,8,7,0.28,8.44,2,1,0,0,53,2,10,,, +kaatji01,1963,1,MIN,AL,10,10,31,27,7,1,1,535,195,83,24,38,105,0.27,4.19,1,6,9,0,764,1,96,,, +kemmeru01,1963,1,HOU,NL,0,0,17,0,0,0,1,110,48,23,1,8,12,0.32,5.65,0,3,0,2,164,4,28,,, +klinero01,1963,1,WS2,AL,3,8,62,1,0,0,17,281,85,29,3,30,49,0.24,2.79,7,5,3,0,383,46,36,,, +klippjo01,1963,1,PHI,NL,5,6,49,1,0,0,8,336,80,24,3,46,86,0.2,1.93,9,6,3,0,450,23,28,,, +kochal01,1963,1,DET,AL,1,1,7,1,0,0,0,30,21,12,3,9,5,0.46,10.8,0,1,1,0,57,1,12,,, +kolstha01,1963,1,BOS,AL,0,2,7,0,0,0,0,33,16,16,4,6,6,0.34,13.09,0,2,2,0,55,5,16,,, +kooncca01,1963,1,CHN,NL,2,6,21,13,0,0,0,218,75,37,9,32,44,0.27,4.58,2,1,2,0,318,3,43,,, +koufasa01,1963,1,LAN,NL,25,5,40,40,20,11,0,933,214,65,18,58,306,0.18,1.88,7,6,3,1,1210,0,68,,, +kralija01,1963,1,MIN,AL,1,4,5,5,1,1,0,77,28,11,2,8,13,0.28,3.86,0,0,1,0,111,0,16,,, +kralija01,1963,2,CLE,AL,13,9,28,27,10,3,0,592,187,64,19,41,116,0.24,2.92,2,1,0,0,803,0,70,,, +kreutfr01,1963,1,CHA,AL,1,0,1,1,0,0,0,15,3,1,1,1,0,0.18,1.8,0,0,0,0,17,0,1,,, +kunkebi01,1963,1,NYA,AL,3,2,22,0,0,0,0,139,42,14,3,13,31,0.23,2.72,3,0,0,0,191,11,15,,, +lamabja01,1963,1,BOS,AL,7,4,65,2,0,0,6,454,139,53,8,46,93,0.24,3.15,11,4,4,1,629,20,63,,, +landibi01,1963,1,KC1,AL,0,0,1,0,0,0,0,5,0,0,0,1,3,0,0,0,0,0,0,6,0,0,,, +larsedo01,1963,1,SFN,NL,7,7,46,0,0,0,3,186,46,21,8,30,44,0.2,3.05,9,4,0,0,261,26,23,,, +laryfr01,1963,1,DET,AL,4,9,16,14,6,0,0,322,90,39,15,26,46,0.22,3.27,0,3,5,0,433,0,40,,, +lashefr01,1963,1,MIN,AL,0,0,11,0,0,0,0,34,12,6,1,11,10,0.28,4.76,1,0,0,1,58,2,10,,, +latmaba01,1963,1,CLE,AL,7,12,38,21,4,2,2,448,146,82,23,52,133,0.25,4.94,3,3,6,1,639,10,90,,, +lawve01,1963,1,PIT,NL,4,5,18,12,1,1,0,230,91,42,11,13,31,0.29,4.93,0,2,0,0,325,2,45,,, +leedo01,1963,1,LAA,AL,8,11,40,22,3,2,1,462,148,63,12,51,89,0.25,3.68,4,5,9,0,661,4,74,,, +leemi01,1963,1,LAA,AL,1,1,6,4,0,0,0,78,30,11,3,14,11,0.3,3.81,0,3,1,0,116,0,11,,, +lemasde01,1963,1,ML1,NL,11,14,46,31,10,1,1,711,199,80,30,85,190,0.22,3.04,14,13,1,3,975,3,87,,, +lemaydi01,1963,1,CHN,NL,0,1,9,1,0,0,0,46,26,9,1,4,10,0.39,5.28,2,0,0,0,74,2,9,,, +linzyfr01,1963,1,SFN,NL,0,0,8,1,0,0,0,50,22,9,0,10,14,0.32,4.86,0,1,1,0,80,6,9,,, +lockebo01,1963,1,PHI,NL,0,0,9,0,0,0,0,32,10,7,0,5,7,0.24,5.91,1,0,0,0,46,5,7,,, +lolicmi01,1963,1,DET,AL,5,9,33,18,4,0,0,433,145,57,13,56,103,0.26,3.55,1,8,5,2,620,5,64,,, +lopezma01,1963,1,PHI,NL,1,0,4,2,0,0,0,18,8,4,0,7,2,0.33,6,1,1,0,1,32,1,5,,, +lovripe01,1963,1,KC1,AL,1,1,20,1,0,0,0,62,25,18,5,10,16,0.29,7.84,1,0,1,1,99,11,23,,, +mackeke01,1963,1,NYN,NL,3,1,34,0,0,0,3,174,63,32,11,12,41,0.26,4.97,2,0,2,0,252,17,35,,, +mackeke01,1963,2,SLN,NL,0,0,8,0,0,0,0,27,9,4,1,3,7,0.25,4,1,0,0,0,39,4,6,,, +mahafar01,1963,1,PHI,NL,7,10,26,22,6,1,0,447,143,66,18,48,97,0.25,3.99,1,5,5,4,630,0,73,,, +malonji01,1963,1,CIN,NL,23,7,33,33,13,6,0,751,183,77,17,88,265,0.2,2.77,1,19,6,2,1010,0,84,,, +maricju01,1963,1,SFN,NL,25,8,41,40,18,5,0,964,259,86,27,61,248,0.21,2.41,6,2,2,3,1270,1,102,,, +mcbeaal01,1963,1,PIT,NL,13,3,55,7,2,1,11,367,100,35,5,39,74,0.22,2.57,9,2,2,3,499,30,42,,, +mcbrike01,1963,1,LAA,AL,13,12,36,36,11,2,0,753,198,91,22,82,147,0.21,3.26,1,6,14,0,1021,0,101,,, +mccormi03,1963,1,BAL,AL,6,8,25,21,2,0,0,408,132,65,18,66,75,0.25,4.3,4,3,0,0,591,0,70,,, +mcdanli01,1963,1,CHN,NL,13,7,57,0,0,0,22,264,82,28,9,27,75,0.25,2.86,5,9,0,1,364,48,32,,, +mcdowsa01,1963,1,CLE,AL,3,5,14,12,3,1,0,195,63,35,6,44,63,0.25,4.85,0,7,0,0,292,0,37,,, +mclaide01,1963,1,DET,AL,2,1,3,3,2,0,0,63,20,10,2,16,22,0.25,4.29,0,1,0,1,96,0,12,,, +mclisca01,1963,1,PHI,NL,13,11,32,32,10,2,0,629,184,76,14,56,98,0.23,3.26,3,4,4,0,847,0,85,,, +mcmahdo02,1963,1,HOU,NL,1,5,49,2,0,0,5,240,83,36,10,26,51,0.27,4.05,2,2,0,3,344,26,38,,, +mcnalda01,1963,1,BAL,AL,7,8,29,20,2,0,1,377,133,64,9,55,78,0.27,4.58,4,7,5,1,553,1,67,,, +metcato01,1963,1,NYA,AL,1,0,8,0,0,0,0,39,12,4,1,3,3,0.25,2.77,1,0,0,1,51,4,4,,, +millebo04,1963,1,LAN,NL,10,8,42,23,2,0,1,561,171,60,7,65,125,0.24,2.89,9,12,3,0,781,10,71,,, +millejo03,1963,1,BAL,AL,1,1,3,2,0,0,0,51,12,6,0,14,16,0.19,3.18,0,1,0,0,77,0,6,,, +millest01,1963,1,BAL,AL,5,8,71,0,0,0,27,337,93,28,5,53,114,0.23,2.24,13,1,3,0,471,59,36,,, +moellro01,1963,1,LAA,AL,0,0,3,0,0,0,0,8,5,2,1,1,2,0.38,6.75,0,1,0,1,14,1,2,,, +moellro01,1963,2,WS2,AL,2,0,8,3,0,0,0,73,31,17,4,10,10,0.31,6.29,0,1,1,0,110,3,17,,, +monbobi01,1963,1,BOS,AL,20,10,37,36,13,1,0,800,258,113,31,42,174,0.25,3.81,6,3,0,0,1090,1,119,,, +monteau01,1963,1,KC1,AL,0,0,4,0,0,0,0,21,4,2,0,3,3,0.18,2.57,0,0,0,0,28,0,2,,, +moorera02,1963,1,MIN,AL,1,3,31,1,0,0,2,116,50,30,8,17,38,0.3,6.98,2,2,1,0,182,16,34,,, +morehda01,1963,1,BOS,AL,10,13,29,29,6,1,0,524,137,74,20,99,136,0.21,3.81,2,2,0,0,752,0,82,,, +morgato01,1963,1,LAA,AL,0,0,13,0,0,0,1,49,20,10,1,6,7,0.31,5.51,1,1,3,0,76,5,11,,, +mossido01,1963,1,DET,AL,7,7,24,16,3,0,2,368,110,51,20,17,68,0.23,3.74,0,1,4,1,496,5,58,,, +mudroph01,1963,1,CHN,NL,0,0,1,0,0,0,0,3,2,1,0,0,0,0.4,9,0,0,0,1,5,1,1,,, +narumbu01,1963,1,BAL,AL,0,0,7,0,0,0,0,27,8,3,0,5,5,0.24,3,2,0,0,0,38,1,3,,, +navarju01,1963,1,LAA,AL,4,5,57,0,0,0,12,271,75,29,7,32,53,0.22,2.89,6,4,2,0,374,30,36,,, +nelsome01,1963,1,LAA,AL,2,3,36,3,0,0,1,158,55,31,7,32,41,0.26,5.3,5,4,2,0,250,7,34,,, +newmafr01,1963,1,LAA,AL,1,5,12,8,0,0,0,132,56,26,6,15,16,0.31,5.32,2,2,2,1,196,4,27,,, +nichoch02,1963,1,BOS,AL,1,3,21,7,0,0,0,158,61,28,8,24,27,0.29,4.78,0,4,0,0,236,6,30,,, +nischro01,1963,1,CLE,AL,0,2,14,0,0,0,1,50,17,12,3,8,10,0.26,6.48,2,0,0,0,75,8,13,,, +normafr01,1963,1,KC1,AL,0,1,2,2,0,0,0,19,9,8,1,7,6,0.34,11.37,0,1,0,0,35,0,9,,, +nottedo01,1963,1,HOU,NL,11,8,31,27,9,2,0,579,170,68,10,39,118,0.23,3.17,1,3,1,0,784,4,80,,, +nuxhajo01,1963,1,CIN,NL,15,8,35,29,14,2,2,652,194,63,14,39,169,0.23,2.61,2,2,6,0,878,5,73,,, +odellbi01,1963,1,SFN,NL,14,10,36,33,10,3,1,667,218,78,14,70,116,0.25,3.16,12,6,7,0,951,1,90,,, +odonojo01,1963,1,KC1,AL,0,1,1,1,0,0,0,18,6,1,0,2,1,0.28,1.5,0,0,0,1,23,0,2,,, +olivodi01,1963,1,SLN,NL,0,5,19,0,0,0,0,40,16,8,1,9,9,0.29,5.4,1,1,1,0,66,7,9,,, +ortegph01,1963,1,LAN,NL,0,0,1,0,0,0,0,3,2,2,1,0,1,0.4,18,0,0,0,0,5,0,2,,, +osinsda01,1963,1,LAA,AL,8,8,47,16,4,1,0,478,145,58,15,80,100,0.24,3.28,6,6,2,0,693,12,66,,, +osteecl01,1963,1,WS2,AL,9,14,40,29,8,2,0,637,222,79,23,60,109,0.27,3.35,4,6,1,0,900,5,101,,, +otoolji01,1963,1,CIN,NL,17,14,33,32,12,5,0,703,208,75,13,57,146,0.23,2.88,4,8,3,2,955,0,85,,, +owensji01,1963,1,CIN,NL,0,2,19,3,0,0,4,127,42,25,6,24,29,0.25,5.31,2,3,0,5,192,6,28,,, +pappami01,1963,1,BAL,AL,16,9,34,32,11,4,0,650,186,73,21,69,120,0.23,3.03,6,10,5,0,888,1,80,,, +parsoto01,1963,1,PIT,NL,0,1,1,1,0,0,0,13,7,4,1,2,2,0.36,8.31,0,0,0,0,22,0,6,,, +pascuca02,1963,1,MIN,AL,21,9,31,31,18,3,0,745,205,68,21,81,202,0.22,2.46,4,10,3,0,1011,0,76,,, +penaor01,1963,1,KC1,AL,12,20,35,33,9,3,0,651,218,89,24,53,128,0.26,3.69,2,4,5,0,914,2,93,,, +perraro01,1963,1,LAN,NL,16,3,69,0,0,0,21,387,112,24,7,43,75,0.23,1.67,14,4,4,0,541,47,30,,, +perryga01,1963,1,SFN,NL,1,6,31,4,0,0,2,228,84,34,10,29,52,0.27,4.03,7,4,2,1,340,6,41,,, +perryji01,1963,1,CLE,AL,0,0,5,0,0,0,0,31,12,6,0,2,7,0.29,5.23,0,2,0,0,46,1,6,,, +perryji01,1963,2,MIN,AL,9,9,35,25,5,1,1,505,167,70,17,57,65,0.25,3.74,4,2,2,0,722,5,77,,, +peterga01,1963,1,CHA,AL,19,8,41,30,13,4,1,729,192,63,9,68,189,0.21,2.33,2,5,8,0,978,4,69,,, +pfistda01,1963,1,KC1,AL,1,0,3,1,0,0,0,28,8,2,1,3,9,0.22,1.93,0,0,1,0,40,1,2,,, +phillta01,1963,1,CHA,AL,0,0,9,0,0,0,0,42,16,16,2,13,13,0.3,10.29,5,2,1,0,70,3,16,,, +pichero01,1963,1,ML1,NL,1,1,37,1,0,0,0,159,53,20,4,25,40,0.25,3.4,6,2,0,1,236,7,32,,, +piercbi02,1963,1,SFN,NL,3,11,38,13,3,1,8,297,106,47,12,20,52,0.27,4.27,1,3,1,2,420,13,49,,, +pizarju01,1963,1,CHA,AL,16,8,32,28,10,3,1,644,177,57,14,63,163,0.22,2.39,1,5,3,0,874,3,69,,, +pleisbi01,1963,1,MIN,AL,6,2,36,4,1,0,0,204,67,33,10,16,37,0.25,4.37,2,3,0,1,283,15,37,,, +podrejo01,1963,1,LAN,NL,14,12,37,34,10,5,1,595,196,78,16,64,134,0.25,3.54,13,5,3,4,845,3,91,,, +powelgr01,1963,1,NYN,NL,1,1,20,4,1,1,0,149,37,15,2,32,39,0.2,2.72,0,9,1,0,218,10,23,,, +pregejo01,1963,1,SFN,NL,0,0,6,0,0,0,1,28,8,5,0,8,5,0.24,4.82,2,0,1,1,43,4,5,,, +purkebo01,1963,1,CIN,NL,6,10,21,21,4,1,0,411,143,54,12,33,55,0.27,3.55,6,4,2,2,570,0,60,,, +quirkar01,1963,1,WS2,AL,1,0,7,3,0,0,0,63,23,10,3,8,12,0.28,4.29,1,0,0,0,93,1,13,,, +radatdi01,1963,1,BOS,AL,15,6,66,0,0,0,25,397,94,29,9,51,162,0.2,1.97,13,5,5,0,541,58,31,,, +rakowed01,1963,1,KC1,AL,9,10,34,26,7,1,0,523,173,76,18,61,104,0.26,3.92,4,8,5,0,738,2,85,,, +ramospe01,1963,1,CLE,AL,9,8,36,22,5,0,0,554,156,64,29,41,169,0.22,3.12,6,2,4,1,747,6,74,,, +raymocl01,1963,1,ML1,NL,4,6,45,0,0,0,5,160,57,32,12,27,44,0.26,5.4,4,2,4,3,246,23,36,,, +reganph01,1963,1,DET,AL,15,9,38,27,5,1,1,567,179,81,33,59,115,0.24,3.86,5,6,7,1,811,5,95,,, +renifha01,1963,1,NYA,AL,4,3,48,0,0,0,18,268,63,26,3,42,56,0.2,2.62,5,2,2,0,365,30,31,,, +richepe01,1963,1,LAN,NL,5,3,20,12,1,0,0,234,80,39,7,28,54,0.26,4.5,3,3,1,1,336,1,40,,, +ridzist01,1963,1,WS2,AL,5,6,20,10,0,0,1,269,82,48,16,35,47,0.24,4.82,0,3,5,0,388,3,53,,, +roberro01,1963,1,BAL,AL,14,13,35,35,9,2,0,754,230,93,35,40,124,0.24,3.33,8,0,3,0,1014,0,100,,, +roebued01,1963,1,LAN,NL,2,4,29,0,0,0,0,121,54,19,4,21,26,0.32,4.24,5,1,2,2,197,14,25,,, +roebued01,1963,2,WS2,AL,2,1,26,0,0,0,4,172,63,21,5,29,25,0.28,3.3,2,1,2,2,259,10,27,,, +roggega01,1963,1,MIN,AL,2,4,36,2,0,0,4,150,47,12,3,22,24,0.25,2.16,3,3,5,0,219,12,26,,, +rolanji01,1963,1,MIN,AL,4,1,10,7,2,1,0,147,32,14,4,27,34,0.18,2.57,1,2,0,0,203,1,17,,, +rowedo01,1963,1,NYN,NL,0,0,26,1,0,0,0,164,59,26,6,21,27,0.28,4.28,0,1,1,5,237,12,27,,, +roweke01,1963,1,LAN,NL,1,1,14,0,0,0,1,83,28,9,2,11,12,0.26,2.93,3,2,1,0,122,4,16,,, +rudoldo01,1963,1,WS2,AL,7,19,37,26,4,0,1,522,189,88,28,36,70,0.27,4.55,3,2,6,0,745,4,98,,, +sadecra01,1963,1,SLN,NL,10,10,36,28,4,1,1,580,198,88,25,78,136,0.26,4.1,3,12,4,2,834,1,100,,, +sadowbo02,1963,1,ML1,NL,5,7,19,18,5,1,0,350,99,34,8,30,72,0.23,2.62,6,2,5,1,470,0,36,,, +sanfoja02,1963,1,SFN,NL,16,13,42,42,11,0,0,853,273,111,21,76,158,0.25,3.51,8,4,5,4,1184,0,123,,, +santijo02,1963,1,KC1,AL,1,0,4,0,0,0,0,21,8,7,4,2,6,0.27,9,0,0,0,1,31,2,7,,, +schneda01,1963,1,ML1,NL,1,0,30,3,0,0,0,131,36,15,2,20,19,0.22,3.09,5,5,0,1,184,4,20,,, +schulba01,1963,1,CHN,NL,1,0,15,0,0,0,2,82,25,11,5,9,18,0.26,3.62,2,3,0,2,109,6,11,,, +schulba01,1963,2,SLN,NL,2,0,24,0,0,0,1,106,36,14,5,8,26,0.26,3.57,2,2,2,0,151,10,15,,, +schwado01,1963,1,PIT,NL,6,12,33,24,3,2,0,503,158,62,13,74,86,0.25,3.33,13,3,6,2,718,8,72,,, +scottdi02,1963,1,LAN,NL,0,0,9,0,0,0,2,36,17,9,6,3,6,0.34,6.75,0,0,0,0,54,5,10,,, +seguidi01,1963,1,KC1,AL,9,6,38,23,4,1,0,501,173,70,17,73,116,0.26,3.77,7,5,2,1,739,4,84,,, +seyfrgo01,1963,1,CLE,AL,0,1,3,1,0,0,0,22,9,1,0,3,1,0.3,1.23,1,1,0,0,34,0,2,,, +shantbo01,1963,1,SLN,NL,6,4,55,0,0,0,11,238,55,23,6,17,70,0.19,2.61,5,5,2,0,312,32,28,,, +shawbo01,1963,1,ML1,NL,7,11,48,16,3,3,13,477,144,47,10,55,105,0.24,2.66,12,6,4,8,664,27,51,,, +sherrla01,1963,1,LAN,NL,2,6,36,3,0,0,3,239,82,33,8,24,47,0.26,3.73,4,3,4,0,349,18,43,,, +shipljo01,1963,1,CHA,AL,0,1,3,0,0,0,0,14,9,3,0,6,3,0.4,5.79,0,1,0,0,28,0,7,,, +shortch02,1963,1,PHI,NL,9,12,38,27,6,3,0,594,185,65,12,69,160,0.24,2.95,6,8,3,4,829,3,77,,, +siebldw01,1963,1,MIN,AL,2,1,7,5,2,0,0,116,25,12,6,12,22,0.18,2.79,0,1,1,0,150,0,13,,, +simmocu01,1963,1,SLN,NL,15,9,32,32,11,6,0,698,209,64,13,48,127,0.23,2.48,3,3,6,0,942,0,82,,, +siskto01,1963,1,PIT,NL,1,3,57,4,1,0,1,324,85,35,6,45,73,0.22,2.92,10,6,1,0,436,13,42,,, +smithja04,1963,1,LAN,NL,0,0,4,0,0,0,0,25,10,7,2,2,5,0.3,7.56,0,3,2,0,39,1,7,,, +smithpe01,1963,1,BOS,AL,0,0,6,1,0,0,0,45,11,6,2,6,6,0.21,3.6,2,0,0,0,60,2,6,,, +smithwi02,1963,1,DET,AL,1,0,11,2,0,0,2,65,24,11,2,13,16,0.3,4.57,2,0,0,1,99,4,13,,, +spahnwa01,1963,1,ML1,NL,23,7,33,33,22,7,0,779,241,75,23,49,102,0.24,2.6,4,4,0,0,1037,0,85,,, +sprinja01,1963,1,LAA,AL,3,0,45,0,0,0,2,115,40,13,3,9,13,0.26,3.05,0,0,0,1,161,17,18,,, +staffbi01,1963,1,NYA,AL,4,8,28,14,0,0,3,269,104,60,16,42,52,0.28,6.02,3,2,3,0,413,7,64,,, +stalltr01,1963,1,NYN,NL,6,17,39,23,5,0,1,464,156,81,23,77,110,0.26,4.71,6,6,1,4,684,7,89,,, +staneal01,1963,1,SFN,NL,0,0,11,0,0,0,0,40,10,7,1,12,5,0.21,4.73,2,1,0,0,61,4,7,,, +stangle01,1963,1,MIN,AL,12,5,32,20,7,2,0,494,145,48,21,43,100,0.23,2.62,1,10,0,1,674,2,53,,, +starrhe01,1963,1,BAL,AL,0,1,18,0,0,0,0,78,26,10,1,7,13,0.27,3.46,0,1,2,0,109,9,10,,, +stenhda01,1963,1,WS2,AL,3,9,16,16,2,1,0,261,90,44,12,45,47,0.26,4.55,2,0,1,0,397,0,46,,, +stephje01,1963,1,BOS,AL,0,0,1,1,0,0,0,7,5,2,0,2,3,0.55,7.71,0,1,0,0,13,0,2,,, +stigmdi01,1963,1,MIN,AL,15,15,33,33,15,3,0,723,210,87,32,81,193,0.23,3.25,2,10,0,0,998,0,90,,, +stockwe01,1963,1,BAL,AL,7,0,47,0,0,0,1,226,69,33,11,31,55,0.24,3.94,7,0,0,0,319,16,41,,, +stonede01,1963,1,BAL,AL,1,2,17,0,0,0,1,58,23,11,0,10,12,0.3,5.12,2,1,0,0,89,8,11,,, +sturdto01,1963,1,PIT,NL,0,0,3,0,0,0,0,25,8,6,1,4,6,0.26,6.48,0,1,0,2,36,1,6,,, +sturdto01,1963,2,DET,AL,1,2,28,0,0,0,2,165,43,23,7,24,36,0.22,3.76,2,2,1,0,231,15,26,,, +sturdto01,1963,3,KC1,AL,1,2,17,3,0,0,0,159,47,22,3,17,26,0.23,3.74,2,3,1,0,219,4,24,,, +sullifr01,1963,1,MIN,AL,0,1,10,0,0,0,1,33,15,7,1,4,2,0.34,5.73,1,0,0,0,49,3,7,,, +talbofr01,1963,1,CHA,AL,0,0,1,0,0,0,0,9,2,1,0,4,2,0.22,3,0,0,0,0,13,0,1,,, +tayloro01,1963,1,SLN,NL,9,7,54,9,2,0,11,400,119,42,10,30,91,0.24,2.84,6,3,4,1,540,22,44,,, +terryra01,1963,1,NYA,AL,17,15,40,37,18,3,1,804,246,96,29,39,114,0.24,3.22,1,1,4,0,1074,2,103,,, +thiesda01,1963,1,KC1,AL,0,1,9,2,0,0,0,76,26,13,2,12,9,0.27,4.62,0,1,2,0,110,3,15,,, +tiefebo01,1963,1,ML1,NL,1,1,12,0,0,0,2,89,20,4,1,4,22,0.19,1.21,0,1,0,0,110,11,4,,, +tothpa01,1963,1,CHN,NL,5,9,27,14,3,2,0,392,115,45,9,35,66,0.24,3.1,3,2,2,1,533,2,50,,, +tsitojo01,1963,1,CIN,NL,12,8,30,21,8,3,0,573,167,67,20,38,113,0.23,3.16,1,10,11,4,778,2,73,,, +turlebo01,1963,1,LAA,AL,2,7,19,12,3,2,0,262,71,32,5,51,70,0.22,3.3,6,2,2,0,381,0,41,,, +turlebo01,1963,2,BOS,AL,1,4,11,7,0,0,0,124,42,28,6,28,35,0.25,6.1,0,1,1,0,194,2,28,,, +umbriji01,1963,1,HOU,NL,4,3,35,3,0,0,0,228,52,22,6,21,48,0.19,2.61,2,2,1,1,297,12,23,,, +vealebo01,1963,1,PIT,NL,5,2,34,7,3,2,3,233,59,9,1,40,68,0.21,1.04,2,5,1,1,321,10,15,,, +walkeje01,1963,1,CLE,AL,6,6,39,2,0,0,1,264,92,48,15,36,41,0.26,4.91,6,2,2,0,392,13,53,,, +warneja02,1963,1,CHN,NL,0,1,8,0,0,0,0,68,21,7,1,8,7,0.25,2.78,2,0,0,0,91,4,7,,, +washbra01,1963,1,SLN,NL,5,3,11,11,4,2,0,193,50,22,5,14,47,0.21,3.08,0,0,1,1,252,0,25,,, +wickeda01,1963,1,KC1,AL,12,15,38,34,4,1,1,713,244,108,21,79,118,0.26,4.09,2,5,9,2,1020,2,116,,, +wilheho01,1963,1,CHA,AL,5,8,55,3,0,0,21,409,106,40,8,30,111,0.21,2.64,1,4,4,0,545,40,47,,, +willeca01,1963,1,NYN,NL,9,14,30,28,7,4,0,549,149,63,24,69,101,0.22,3.1,2,7,4,1,755,1,74,,, +willhni01,1963,1,LAN,NL,2,3,8,8,1,1,0,114,44,16,5,10,28,0.28,3.79,2,1,0,4,165,0,19,,, +willida04,1963,1,KC1,AL,0,2,25,0,0,0,1,134,46,25,3,25,47,0.26,5.04,3,0,4,0,207,6,28,,, +willido02,1963,1,MIN,AL,0,0,3,0,0,0,0,13,8,5,1,6,2,0.38,10.38,0,1,0,0,27,0,5,,, +willist02,1963,1,NYA,AL,9,8,29,21,6,1,0,438,137,52,7,57,98,0.24,3.21,1,6,6,0,624,5,59,,, +wilsoea01,1963,1,BOS,AL,11,16,37,34,6,3,0,632,184,88,18,105,123,0.23,3.76,4,21,1,0,908,3,99,,, +woodeha01,1963,1,HOU,NL,11,9,55,0,0,0,10,342,75,25,3,42,94,0.18,1.97,6,8,6,1,466,39,29,,, +woodwi01,1963,1,BOS,AL,0,5,25,6,0,0,0,194,67,27,10,13,28,0.27,3.76,1,2,3,1,271,11,35,,, +worthal01,1963,1,CIN,NL,4,4,50,0,0,0,10,244,75,27,6,31,55,0.24,2.99,3,2,3,1,345,32,34,,, +wyattjo02,1963,1,KC1,AL,6,4,63,0,0,0,21,276,83,32,12,43,81,0.23,3.13,2,7,0,1,401,53,37,,, +wynnea01,1963,1,CLE,AL,1,2,20,5,1,0,1,166,50,14,2,15,29,0.25,2.28,3,0,0,0,223,7,14,,, +yellela01,1963,1,HOU,NL,0,0,1,1,0,0,0,15,7,2,0,1,3,0.28,3.6,0,0,0,0,27,0,4,,, +zachach02,1963,1,HOU,NL,2,2,22,7,0,0,0,171,62,31,5,22,42,0.27,4.89,0,2,3,1,258,12,38,,, +zannido01,1963,1,CHA,AL,0,0,5,0,0,0,0,13,5,4,1,4,2,0.29,8.31,0,0,0,0,21,2,4,,, +zannido01,1963,2,CIN,NL,1,1,31,1,0,0,5,129,39,20,2,21,40,0.24,4.19,3,2,4,0,189,16,22,,, +abernte02,1964,1,CLE,AL,2,6,53,0,0,0,11,218,66,35,5,46,57,0.24,4.33,5,1,2,0,321,27,40,,, +acklefr01,1964,1,CHA,AL,0,0,3,2,0,0,0,19,10,6,2,4,6,0.34,8.53,0,0,0,0,33,1,6,,, +aguirha01,1964,1,DET,AL,5,10,32,27,3,0,1,485,134,68,15,59,88,0.22,3.79,4,2,8,2,678,1,76,,, +akerja01,1964,1,KC1,AL,0,1,9,0,0,0,0,49,17,16,6,10,7,0.26,8.82,1,0,6,0,80,1,18,,, +andercr01,1964,1,NYN,NL,0,1,4,1,0,0,0,39,21,8,0,3,5,0.38,5.54,0,0,0,0,61,1,9,,, +arrigge01,1964,1,MIN,AL,7,4,41,12,2,1,1,316,97,45,11,45,96,0.24,3.84,3,5,2,0,454,12,48,,, +bakenda01,1964,1,SLN,NL,0,0,2,0,0,0,0,9,9,2,1,1,0,0.47,6,0,0,0,0,20,2,6,,, +baldsja01,1964,1,PHI,NL,6,9,71,0,0,0,21,355,111,41,8,40,96,0.24,3.12,7,9,3,0,507,51,50,,, +barbest01,1964,1,BAL,AL,9,13,36,26,4,0,1,471,144,67,15,81,118,0.24,3.84,5,7,7,0,679,2,72,,, +baumafr01,1964,1,CHA,AL,0,3,22,0,0,0,1,96,40,22,4,16,19,0.32,6.19,8,0,0,0,147,6,22,,, +bautaed01,1964,1,NYN,NL,0,2,8,0,0,0,1,30,17,6,1,3,3,0.39,5.4,1,0,0,0,47,3,6,,, +bearnla01,1964,1,NYN,NL,5,5,44,1,0,0,3,234,79,36,6,38,31,0.27,4.15,1,3,2,0,343,20,38,,, +belinbo01,1964,1,LAA,AL,9,8,23,22,4,1,0,406,120,43,8,49,91,0.24,2.86,5,10,6,1,559,0,45,,, +bellga01,1964,1,CLE,AL,8,6,56,2,0,0,4,318,106,51,15,53,89,0.26,4.33,5,6,4,0,471,28,56,,, +benneda01,1964,1,PHI,NL,0,0,1,0,0,0,0,3,2,1,0,0,1,0.4,9,0,1,0,0,5,1,1,,, +bennede01,1964,1,PHI,NL,12,14,41,32,7,2,1,624,222,85,23,58,125,0.28,3.68,8,6,5,0,881,4,92,,, +bertafr01,1964,1,BAL,AL,1,0,6,4,1,1,0,78,18,8,3,13,18,0.19,2.77,1,0,0,0,108,1,8,,, +blasiwa01,1964,1,ML1,NL,9,5,28,13,3,1,2,350,113,55,15,51,70,0.25,4.24,2,6,0,0,494,5,58,,, +blassst01,1964,1,PIT,NL,5,8,24,13,3,1,0,314,107,47,9,45,67,0.26,4.04,5,10,1,0,458,2,52,,, +bolinbo01,1964,1,SFN,NL,6,9,38,23,5,3,1,524,143,63,16,77,146,0.22,3.25,3,5,10,1,743,4,71,,, +boozejo01,1964,1,PHI,NL,3,4,22,3,0,0,2,181,64,34,6,18,51,0.27,5.07,2,1,2,0,258,9,37,,, +borkfr01,1964,1,PIT,NL,2,2,33,2,0,0,2,126,51,19,6,11,31,0.29,4.07,3,0,1,2,185,10,22,,, +bosweda01,1964,1,MIN,AL,2,0,4,4,0,0,0,70,21,11,4,12,25,0.23,4.24,1,1,0,0,101,0,11,,, +bouldca01,1964,1,WS2,AL,0,3,9,3,0,0,0,75,30,15,2,11,12,0.29,5.4,2,2,2,0,118,1,20,,, +boutoji01,1964,1,NYA,AL,18,13,38,37,11,4,0,814,227,91,32,60,125,0.22,3.02,4,5,6,0,1086,1,100,,, +bowsfte01,1964,1,KC1,AL,4,7,50,9,2,1,0,356,135,54,12,31,45,0.28,4.1,4,3,4,1,523,14,63,,, +bradedo01,1964,1,HOU,NL,0,2,3,1,0,0,0,7,6,5,0,3,2,0.42,19.29,1,1,0,0,18,1,7,,, +braunjo01,1964,1,ML1,NL,0,0,1,0,0,0,0,6,2,0,0,1,1,0.28,0,0,0,0,0,9,0,0,,, +breweji01,1964,1,LAN,NL,4,3,34,5,1,1,1,279,79,31,5,25,63,0.23,3,5,3,0,0,374,11,33,,, +bridgma01,1964,1,WS2,AL,0,3,17,0,0,0,2,90,37,19,3,17,16,0.3,5.7,2,0,0,1,141,7,22,,, +brogler01,1964,1,SLN,NL,3,5,11,11,3,1,0,208,65,27,7,26,36,0.24,3.5,2,4,1,0,293,0,33,,, +brogler01,1964,2,CHN,NL,4,7,18,16,3,0,1,301,111,45,12,30,46,0.28,4.04,4,4,0,1,429,1,51,,, +bronsji01,1964,1,WS2,AL,0,1,4,0,0,0,0,21,10,4,0,2,9,0.34,5.14,0,0,0,0,31,1,4,,, +brownha01,1964,1,HOU,NL,3,15,27,21,3,0,1,396,154,58,18,26,53,0.29,3.95,10,3,2,0,569,3,68,,, +brucebo01,1964,1,HOU,NL,15,9,35,29,9,4,0,607,191,62,8,33,135,0.24,2.76,4,4,3,1,830,2,70,,, +brunege01,1964,1,LAA,AL,2,2,10,7,0,0,0,127,38,17,2,25,36,0.23,3.61,1,1,0,0,188,2,17,,, +buhlbo01,1964,1,CHN,NL,15,14,36,35,11,3,0,683,208,97,22,68,107,0.24,3.83,4,9,5,0,943,1,103,,, +bunkewa01,1964,1,BAL,AL,19,5,29,29,12,1,0,642,161,64,17,62,96,0.2,2.69,5,3,3,0,850,0,72,,, +bunniji01,1964,1,PHI,NL,19,8,41,39,13,5,2,853,248,83,23,46,219,0.23,2.63,3,2,14,0,1145,2,99,,, +burdefr01,1964,1,CHN,NL,1,0,18,0,0,0,0,60,17,7,2,10,4,0.24,3.15,2,0,1,0,86,7,7,,, +burdele01,1964,1,SLN,NL,1,0,8,0,0,0,0,30,10,2,1,3,3,0.25,1.8,0,1,0,0,43,2,3,,, +burdele01,1964,2,CHN,NL,9,9,28,17,8,2,0,393,152,71,15,19,40,0.29,4.88,2,0,1,0,549,3,74,,, +butlece01,1964,1,ML1,NL,0,0,2,0,0,0,0,13,7,4,2,0,2,0.36,8.31,0,0,0,0,19,1,4,,, +butteto01,1964,1,PIT,NL,2,2,28,4,0,0,0,193,52,17,3,37,58,0.22,2.38,1,6,0,0,278,7,21,,, +buzhajo01,1964,1,CHA,AL,10,8,31,25,8,3,0,480,150,53,13,35,97,0.25,2.98,4,4,4,1,652,2,60,,, +cardwdo01,1964,1,PIT,NL,1,2,4,4,1,1,0,58,15,6,1,7,10,0.21,2.79,1,2,3,0,82,0,9,,, +carrocl02,1964,1,ML1,NL,2,0,11,1,0,0,1,61,15,4,1,3,17,0.2,1.77,1,0,0,0,79,2,4,,, +chancde01,1964,1,LAA,AL,20,9,46,35,15,11,4,835,194,51,7,86,207,0.19,1.65,9,9,2,0,1093,7,56,,, +chartpe01,1964,1,BOS,AL,0,2,25,5,0,0,0,195,67,38,12,24,37,0.27,5.26,1,0,1,0,272,14,39,,, +cheneto01,1964,1,WS2,AL,1,3,15,6,1,0,1,146,45,20,10,13,25,0.24,3.7,1,2,0,0,199,4,26,,, +ciscoga01,1964,1,NYN,NL,6,19,36,25,5,2,0,575,182,77,17,54,78,0.25,3.62,4,5,6,0,787,5,85,,, +clonito01,1964,1,ML1,NL,19,14,38,34,15,3,2,728,206,96,20,82,163,0.23,3.56,9,13,3,0,997,2,112,,, +connoed02,1964,1,BOS,AL,4,11,27,15,1,1,0,242,80,44,3,64,73,0.26,4.91,2,11,6,0,386,6,50,,, +coombda01,1964,1,HOU,NL,1,1,7,1,0,0,0,54,21,10,1,10,14,0.3,5,0,0,1,0,82,3,10,,, +craigpe01,1964,1,WS2,AL,0,0,2,1,0,0,0,5,8,9,1,4,0,0.66,48.6,1,0,0,0,16,0,9,,, +craigro01,1964,1,SLN,NL,7,9,39,19,3,0,5,498,180,60,16,35,84,0.27,3.25,4,2,4,0,706,12,76,,, +cuellmi01,1964,1,SLN,NL,5,5,32,7,1,0,4,216,80,36,8,33,56,0.28,4.5,4,1,1,0,320,6,43,,, +culpra01,1964,1,PHI,NL,8,7,30,19,3,1,0,405,139,62,15,56,96,0.26,4.13,4,8,5,1,601,4,77,,, +dailebi01,1964,1,MIN,AL,1,2,14,0,0,0,0,46,23,14,3,17,6,0.37,8.22,2,3,4,0,84,6,16,,, +daleybu01,1964,1,NYA,AL,3,2,13,3,0,0,1,105,37,18,3,25,16,0.27,4.63,1,1,4,0,167,5,19,,, +daniebe02,1964,1,WS2,AL,8,10,33,24,3,2,0,489,147,67,20,64,73,0.24,3.7,8,4,0,0,679,3,75,,, +dicksji01,1964,1,CIN,NL,1,0,4,0,0,0,0,15,8,4,0,5,6,0.44,7.2,1,0,0,0,25,3,4,,, +dierkla01,1964,1,HOU,NL,0,1,3,1,0,0,0,27,7,2,1,3,5,0.21,2,0,2,0,0,36,2,4,,, +dillost01,1964,1,NYN,NL,0,0,2,0,0,0,0,9,4,3,1,2,2,0.33,9,0,0,0,0,15,2,3,,, +donovdi01,1964,1,CLE,AL,7,9,30,23,5,0,1,475,181,80,19,29,83,0.29,4.55,6,1,2,0,671,4,86,,, +dottega01,1964,1,MIN,AL,0,0,3,0,0,0,0,13,3,1,1,3,6,0.18,2.08,0,0,0,0,20,2,2,,, +dowlida01,1964,1,SLN,NL,0,0,1,0,0,0,0,3,2,0,0,0,0,0.4,0,0,0,0,0,5,1,0,,, +downial01,1964,1,NYA,AL,13,8,37,35,11,1,2,732,201,94,18,120,217,0.22,3.47,5,14,0,3,1041,2,104,,, +drabomo01,1964,1,KC1,AL,5,13,53,21,1,0,1,505,176,99,24,72,119,0.27,5.29,5,9,8,0,739,11,103,,, +drysddo01,1964,1,LAN,NL,18,16,40,40,21,5,0,964,242,78,15,68,237,0.2,2.18,9,11,10,1,1264,0,91,,, +duckwji01,1964,1,WS2,AL,1,6,30,2,0,0,3,168,52,27,9,25,56,0.24,4.34,4,4,3,0,245,15,37,,, +duffaji01,1964,1,SFN,NL,5,1,35,3,1,0,3,222,57,24,9,31,55,0.2,2.92,4,4,2,0,311,19,25,,, +dulibbo01,1964,1,LAA,AL,6,4,58,0,0,0,9,218,80,29,5,22,33,0.28,3.59,3,3,1,0,307,35,35,,, +durenry01,1964,1,PHI,NL,0,0,2,0,0,0,0,9,5,2,0,1,5,0.35,6,0,0,1,0,17,1,3,,, +durenry01,1964,2,CIN,NL,0,2,26,0,0,0,1,131,41,14,1,15,39,0.24,2.89,1,4,3,1,188,10,17,,, +earlear01,1964,1,BOS,AL,1,1,25,3,1,0,1,151,51,15,3,18,45,0.26,2.68,0,1,1,0,218,7,17,,, +egandi02,1964,1,DET,AL,0,0,23,0,0,0,2,103,33,17,4,17,21,0.24,4.46,1,2,1,0,157,11,22,,, +eilerda01,1964,1,ML1,NL,0,0,6,0,0,0,0,23,11,4,1,1,1,0.33,4.7,1,0,1,0,37,3,5,,, +ellissa01,1964,1,CIN,NL,10,3,52,5,2,0,14,367,101,35,9,28,125,0.22,2.57,2,2,1,0,488,32,38,,, +ellswdi01,1964,1,CHN,NL,14,18,37,36,16,1,0,770,267,107,34,71,148,0.26,3.75,9,4,3,0,1093,0,129,,, +elstodo01,1964,1,CHN,NL,2,5,48,0,0,0,1,163,68,32,4,34,26,0.33,5.3,12,3,3,0,260,15,38,,, +esteldi01,1964,1,SFN,NL,1,2,6,6,0,0,0,125,39,14,3,23,23,0.24,3.02,0,0,0,0,185,0,15,,, +estrach01,1964,1,BAL,AL,3,2,17,6,0,0,0,164,62,32,8,21,32,0.28,5.27,5,4,2,0,247,0,34,,, +facero01,1964,1,PIT,NL,3,3,55,0,0,0,4,239,82,46,11,27,63,0.26,5.2,10,3,1,0,343,25,48,,, +fanokha01,1964,1,SLN,NL,0,0,4,0,0,0,0,23,5,5,0,3,10,0.17,5.87,0,2,0,0,33,1,6,,, +farretu01,1964,1,HOU,NL,11,10,32,27,7,0,0,595,196,72,21,52,117,0.26,3.27,4,1,3,0,822,3,80,,, +faulbi01,1964,1,DET,AL,0,0,1,1,0,0,0,15,5,6,2,2,1,0.25,10.8,0,1,0,0,22,0,6,,, +fischbi01,1964,1,MIN,AL,0,1,9,0,0,0,0,22,16,6,2,5,2,0.47,7.36,3,0,0,0,41,2,6,,, +fischha01,1964,1,ML1,NL,11,10,37,28,9,5,2,505,177,75,17,39,99,0.26,4.01,5,8,3,1,719,4,95,,, +fisheed02,1964,1,CHA,AL,6,3,59,2,0,0,9,375,86,42,13,32,74,0.19,3.02,3,7,3,0,491,30,43,,, +fishefr01,1964,1,DET,AL,0,0,1,0,0,0,0,1,2,4,0,2,1,0.66,108,0,0,0,0,5,0,4,,, +fisheja01,1964,1,NYN,NL,10,17,40,34,8,1,0,683,256,107,23,56,115,0.28,4.23,0,5,10,0,985,3,124,,, +flavijo01,1964,1,CHN,NL,0,1,5,1,0,0,0,14,11,7,0,3,5,0.5,13.5,1,1,0,0,27,0,7,,, +fordwh01,1964,1,NYA,AL,17,6,39,36,12,8,1,734,212,58,10,57,172,0.23,2.13,3,6,2,0,996,2,67,,, +fosnoje01,1964,1,MIN,AL,0,1,7,0,0,0,0,32,13,13,3,8,9,0.3,10.97,0,1,0,0,54,4,13,,, +fowlear01,1964,1,LAA,AL,0,2,4,0,0,0,1,21,8,8,2,5,5,0.29,10.29,2,0,1,0,34,1,8,,, +foxte01,1964,1,DET,AL,4,3,32,0,0,0,5,183,77,23,4,16,28,0.31,3.39,1,0,1,0,270,20,26,,, +foytapa01,1964,1,LAA,AL,0,1,2,0,0,0,0,7,4,4,2,2,1,0.36,15.43,1,0,0,0,13,1,4,,, +francea01,1964,1,PIT,NL,0,1,2,1,0,0,0,19,7,6,2,1,6,0.26,8.53,0,0,1,0,28,1,7,,, +frienbo01,1964,1,PIT,NL,13,18,35,35,13,3,0,721,253,89,10,50,128,0.27,3.33,12,2,4,0,1004,0,98,,, +gatewau01,1964,1,LAA,AL,3,3,15,7,0,0,0,181,59,15,4,12,25,0.25,2.24,1,2,1,0,245,0,18,,, +gelnajo01,1964,1,PIT,NL,0,0,7,0,0,0,0,27,11,5,2,1,4,0.31,5,0,0,0,0,38,4,5,,, +gibbojo01,1964,1,PIT,NL,10,7,28,24,3,0,0,440,145,60,10,54,97,0.26,3.68,10,6,6,2,630,3,66,,, +gibsobo01,1964,1,SLN,NL,19,12,40,36,17,2,1,862,250,96,25,86,245,0.23,3.01,9,6,9,0,1191,3,106,,, +giustda01,1964,1,HOU,NL,0,0,8,0,0,0,0,77,24,9,1,8,16,0.25,3.16,1,1,0,0,106,1,10,,, +gladdfr01,1964,1,DET,AL,7,4,42,0,0,0,7,202,57,23,7,27,59,0.23,3.07,4,2,2,0,281,23,23,,, +grantmu01,1964,1,CLE,AL,3,4,13,9,1,0,0,186,82,41,11,25,43,0.32,5.95,2,5,1,0,284,1,41,,, +grantmu01,1964,2,MIN,AL,11,9,26,23,10,1,1,498,162,52,21,36,75,0.24,2.82,2,2,0,0,692,2,73,,, +grayda01,1964,1,BOS,AL,0,0,9,1,0,0,0,39,18,13,3,20,17,0.32,9,0,4,0,0,77,6,20,,, +greenda02,1964,1,PHI,NL,2,1,25,0,0,0,0,126,63,27,4,14,21,0.36,5.79,0,0,2,0,196,7,31,,, +greenfr01,1964,1,PIT,NL,0,0,8,0,0,0,0,22,10,1,1,0,2,0.32,1.23,0,0,0,0,32,2,1,,, +gregole01,1964,1,CHN,NL,0,0,11,0,0,0,0,54,23,7,3,5,8,0.33,3.5,2,1,0,0,76,7,8,,, +grzenjo01,1964,1,KC1,AL,0,2,20,0,0,0,0,75,34,15,2,13,17,0.32,5.4,2,5,1,1,121,5,15,,, +haddiha01,1964,1,BAL,AL,5,5,49,0,0,0,10,269,68,23,4,23,90,0.21,2.31,8,3,2,0,354,28,26,,, +halldi01,1964,1,BAL,AL,9,1,45,0,0,0,7,263,58,18,8,16,52,0.18,1.85,5,0,0,0,328,28,19,,, +hamilja01,1964,1,DET,AL,0,1,5,1,0,0,0,45,24,14,2,8,5,0.36,8.4,0,3,1,1,77,1,17,,, +hamilst01,1964,1,NYA,AL,7,2,30,3,1,0,3,181,55,22,6,15,49,0.24,3.28,0,2,0,0,246,11,24,,, +handrve01,1964,1,KC1,AL,0,1,18,1,0,0,0,107,33,24,9,25,18,0.25,6.06,0,3,2,0,161,7,24,,, +hannaji01,1964,1,WS2,AL,4,7,49,7,0,0,3,318,108,49,13,45,67,0.26,4.16,4,6,0,0,460,12,60,,, +heffnbo01,1964,1,BOS,AL,7,9,55,10,1,1,6,476,152,72,20,44,112,0.25,4.08,6,5,3,0,661,21,81,,, +hendlbo01,1964,1,SFN,NL,10,11,30,29,4,1,0,490,161,66,18,59,104,0.25,3.64,9,0,2,1,696,1,71,,, +henrybi01,1964,1,CIN,NL,2,2,37,0,0,0,6,156,31,5,2,12,28,0.17,0.87,4,1,3,0,202,20,9,,, +herbera01,1964,1,CHA,AL,6,7,20,19,1,1,0,335,117,43,14,17,40,0.27,3.47,2,2,2,0,455,0,50,,, +herbero01,1964,1,SFN,NL,9,9,40,22,7,2,1,483,162,55,7,61,98,0.25,3.07,9,7,3,0,698,8,65,,, +hinslje01,1964,1,NYN,NL,0,2,9,2,0,0,0,46,21,14,0,7,11,0.31,8.22,0,1,0,0,76,2,17,,, +hobbigl01,1964,1,CHN,NL,0,3,8,4,0,0,0,82,39,24,4,10,14,0.32,7.9,1,0,1,0,131,0,29,,, +hobbigl01,1964,2,SLN,NL,1,2,13,5,1,0,1,133,41,21,4,15,18,0.24,4.26,1,0,1,0,189,4,23,,, +hoeftbi01,1964,1,ML1,NL,4,0,42,0,0,0,4,220,76,31,9,18,47,0.27,3.8,6,1,1,0,303,14,35,,, +hoernjo01,1964,1,HOU,NL,0,0,7,0,0,0,0,33,13,6,3,6,4,0.31,4.91,1,0,0,0,50,2,11,,, +hookja01,1964,1,NYN,NL,0,1,3,2,0,0,0,29,17,10,2,7,5,0.39,9.31,0,2,0,0,51,0,10,,, +horlejo01,1964,1,CHA,AL,13,9,32,28,9,2,0,632,142,44,11,55,138,0.19,1.88,4,4,4,0,815,2,54,,, +howarbr01,1964,1,CHA,AL,2,1,3,3,1,1,0,67,10,2,0,8,17,0.13,0.81,1,0,1,0,82,0,2,,, +humphbo01,1964,1,SLN,NL,2,0,28,0,0,0,2,128,32,12,3,15,36,0.21,2.53,3,2,1,0,170,10,14,,, +huntewi01,1964,1,NYN,NL,3,3,41,0,0,0,5,147,54,24,4,9,22,0.28,4.41,1,2,2,0,204,26,25,,, +jacksal01,1964,1,NYN,NL,11,16,40,31,11,3,1,640,229,101,18,60,112,0.27,4.26,3,4,4,0,916,2,115,,, +jacksla01,1964,1,CHN,NL,24,11,40,38,19,3,0,893,265,104,17,58,148,0.23,3.14,8,4,1,0,1200,1,114,,, +jaeckja01,1964,1,CHN,NL,1,0,4,0,0,0,1,24,4,0,0,3,2,0.16,0,0,4,0,0,28,3,0,,, +jayjo01,1964,1,CIN,NL,11,11,34,23,10,0,2,549,167,69,17,36,134,0.24,3.39,6,3,3,0,737,7,75,,, +johnske02,1964,1,HOU,NL,11,16,35,35,7,1,0,654,209,88,15,44,117,0.25,3.63,6,3,7,0,909,0,100,,, +johnto01,1964,1,CLE,AL,2,9,25,14,2,1,0,283,97,41,10,35,65,0.26,3.91,4,5,0,1,412,0,53,,, +jonesgo01,1964,1,HOU,NL,0,1,34,0,0,0,0,150,58,23,3,14,28,0.29,4.14,2,4,0,0,220,11,24,,, +jonessa02,1964,1,BAL,AL,0,0,7,0,0,0,0,31,5,3,1,5,6,0.15,2.61,0,0,0,0,38,4,3,,, +kaatji01,1964,1,MIN,AL,17,11,36,34,13,0,1,729,231,87,23,60,171,0.25,3.22,5,13,9,1,1009,1,100,,, +kelledi01,1964,1,ML1,NL,0,0,2,0,0,0,0,6,2,4,0,3,2,0.25,18,0,2,0,0,11,0,4,,, +kelleto01,1964,1,CLE,AL,0,0,6,0,0,0,0,29,9,6,1,9,7,0.23,5.59,2,0,1,0,48,2,9,,, +kelsobi01,1964,1,LAA,AL,2,0,10,1,1,1,0,71,19,6,3,9,21,0.21,2.28,0,1,1,0,97,2,6,,, +klinero01,1964,1,WS2,AL,10,7,61,0,0,0,14,244,81,21,4,21,40,0.26,2.32,9,7,2,0,344,52,29,,, +klippjo01,1964,1,PHI,NL,2,1,11,0,0,0,1,67,22,10,6,8,13,0.25,4.03,1,3,2,0,98,5,10,,, +klippjo01,1964,2,MIN,AL,0,4,33,0,0,0,2,137,44,10,4,20,39,0.26,1.97,7,6,1,0,197,9,12,,, +kochal01,1964,1,DET,AL,0,0,3,0,0,0,0,12,6,3,1,3,1,0.37,6.75,0,1,0,0,19,1,3,,, +kochal01,1964,2,WS2,AL,3,10,32,14,1,0,0,342,110,62,18,43,67,0.25,4.89,2,3,3,0,491,2,64,,, +kooncca01,1964,1,CHN,NL,3,0,6,2,0,0,0,93,30,7,1,7,17,0.25,2.03,1,0,0,0,128,2,8,,, +kopliho01,1964,1,WS2,AL,0,0,6,1,0,0,0,51,20,9,3,13,9,0.29,4.76,1,0,0,0,82,1,9,,, +koufasa01,1964,1,LAN,NL,19,5,29,28,15,7,1,669,154,43,13,53,223,0.19,1.74,5,9,0,0,870,1,49,,, +kralija01,1964,1,CLE,AL,12,7,30,29,8,3,0,572,196,68,17,51,119,0.26,3.21,8,0,9,0,808,1,79,,, +krausle02,1964,1,KC1,AL,0,2,5,4,0,0,0,44,22,12,1,9,9,0.34,7.36,0,2,2,0,78,0,14,,, +kreutfr01,1964,1,CHA,AL,3,1,17,2,0,0,1,121,37,15,1,18,32,0.23,3.35,3,1,0,1,176,5,15,,, +kreutfr01,1964,2,WS2,AL,2,6,13,9,0,0,0,136,48,24,6,23,27,0.26,4.76,0,1,1,0,206,1,26,,, +krollga01,1964,1,PHI,NL,0,0,2,0,0,0,0,9,3,1,0,2,2,0.25,3,0,0,0,0,14,1,1,,, +krollga01,1964,2,NYN,NL,0,1,8,2,0,0,0,65,19,10,1,15,24,0.24,4.15,0,2,1,4,97,4,11,,, +lamabja01,1964,1,BOS,AL,9,13,39,25,3,0,1,532,235,116,25,57,109,0.31,5.89,5,5,2,0,811,8,123,,, +larsedo01,1964,1,SFN,NL,0,1,6,0,0,0,0,31,10,5,0,6,6,0.25,4.35,1,0,0,0,46,3,5,,, +larsedo01,1964,2,HOU,NL,4,8,30,10,2,1,1,310,92,26,4,20,58,0.23,2.26,4,1,1,0,424,11,36,,, +laryfr01,1964,1,DET,AL,0,2,6,4,0,0,0,54,24,14,3,10,6,0.31,7,1,1,3,0,90,1,15,,, +laryfr01,1964,2,NYN,NL,2,3,13,8,3,1,1,172,62,29,7,14,27,0.27,4.55,2,2,4,0,243,3,33,,, +laryfr01,1964,3,ML1,NL,1,0,5,2,0,0,0,37,15,6,4,0,4,0.3,4.38,0,0,0,0,51,2,7,,, +latmaba01,1964,1,LAA,AL,6,10,40,18,2,1,2,414,128,59,15,52,81,0.24,3.85,6,1,7,0,592,11,72,,, +lawve01,1964,1,PIT,NL,12,13,35,29,7,5,0,576,203,77,18,32,93,0.27,3.61,6,1,1,0,795,1,85,,, +leebo01,1964,1,LAA,AL,6,5,64,5,0,0,19,411,87,23,6,58,111,0.18,1.51,8,3,1,0,545,39,31,,, +leedo01,1964,1,LAA,AL,5,4,33,8,0,0,2,268,99,27,6,25,73,0.27,2.72,1,1,1,0,388,5,39,,, +lemasde01,1964,1,ML1,NL,17,11,39,35,9,3,1,663,216,102,27,75,185,0.25,4.15,4,20,4,0,948,3,112,,, +lockebo01,1964,1,PHI,NL,0,0,8,0,0,0,0,58,21,6,2,6,11,0.27,2.79,3,2,0,0,83,0,6,,, +lockero01,1964,1,NYN,NL,1,2,25,3,0,0,0,124,46,16,3,22,17,0.28,3.48,0,2,1,0,188,13,23,,, +lolicmi01,1964,1,DET,AL,18,9,44,33,12,6,2,696,196,84,26,64,192,0.22,3.26,0,7,5,0,949,5,88,,, +loundo01,1964,1,WS2,AL,1,1,2,2,1,1,0,39,13,3,0,3,3,0.25,2.08,0,0,0,0,55,0,4,,, +mackeke01,1964,1,SFN,NL,0,0,10,0,0,0,1,27,9,5,1,3,3,0.26,5,0,0,0,0,41,3,7,,, +mahafar01,1964,1,PHI,NL,12,9,34,29,2,2,0,472,161,79,17,82,80,0.26,4.52,5,7,6,0,698,2,84,,, +malonji01,1964,1,CIN,NL,15,10,31,31,11,2,0,648,175,65,16,83,214,0.22,2.71,5,16,1,0,885,0,72,,, +maricju01,1964,1,SFN,NL,21,8,33,33,22,4,0,807,241,74,18,52,206,0.23,2.48,8,4,1,2,1089,0,89,,, +mcbeaal01,1964,1,PIT,NL,8,3,58,0,0,0,22,269,76,19,4,17,41,0.23,1.91,8,3,4,0,355,49,23,,, +mcbrike01,1964,1,LAA,AL,4,13,29,21,0,0,1,349,104,68,14,75,66,0.23,5.26,0,3,16,0,533,3,77,,, +mccoobi01,1964,1,CIN,NL,6,5,40,3,0,0,7,268,66,24,3,29,87,0.2,2.42,5,2,1,0,358,21,27,,, +mccormi03,1964,1,BAL,AL,0,2,4,2,0,0,0,52,21,10,1,8,13,0.28,5.19,0,1,0,0,81,0,10,,, +mcdanli01,1964,1,CHN,NL,1,7,63,0,0,0,15,285,104,41,4,23,71,0.27,3.88,4,10,1,0,409,40,43,,, +mcdowsa01,1964,1,CLE,AL,11,6,31,24,6,2,1,520,148,52,8,100,177,0.22,2.7,6,11,3,2,760,3,60,,, +mclaide01,1964,1,DET,AL,4,5,19,16,3,0,0,300,84,45,16,37,70,0.22,4.05,0,0,1,0,416,0,48,,, +mclisca01,1964,1,PHI,NL,0,1,2,1,0,0,0,16,6,2,0,1,6,0.26,3.38,1,0,0,0,24,0,3,,, +mcmahdo02,1964,1,CLE,AL,6,4,70,0,0,0,16,303,67,27,7,52,92,0.18,2.41,5,12,2,0,418,39,31,,, +mcnalda01,1964,1,BAL,AL,9,11,30,23,5,3,0,478,157,65,15,51,88,0.26,3.67,1,3,9,0,669,2,72,,, +meyerbo01,1964,1,NYA,AL,0,3,7,1,0,0,0,55,16,10,1,12,12,0.23,4.91,0,1,0,0,82,4,12,,, +meyerbo01,1964,2,LAA,AL,1,1,6,5,0,0,0,54,25,10,2,13,13,0.33,5,0,0,1,0,89,0,10,,, +meyerbo01,1964,3,KC1,AL,1,4,9,7,2,0,0,126,37,18,2,33,30,0.24,3.86,0,3,0,0,188,1,23,,, +mikkepe01,1964,1,NYA,AL,7,4,50,0,0,0,12,258,79,34,3,41,63,0.24,3.56,5,5,4,0,372,27,35,,, +millebo04,1964,1,LAN,NL,7,7,74,2,0,0,9,413,115,40,1,63,94,0.22,2.62,16,7,2,0,582,39,49,,, +millela01,1964,1,LAN,NL,4,8,16,14,1,0,0,239,87,37,1,28,50,0.27,4.18,4,5,2,1,356,2,44,,, +millest01,1964,1,BAL,AL,7,7,66,0,0,0,23,291,77,33,7,34,87,0.22,3.06,14,1,3,0,393,46,37,,, +moelljo01,1964,1,LAN,NL,7,13,27,24,1,0,0,436,153,68,14,31,97,0.26,4.21,4,5,4,0,624,0,89,,, +monbobi01,1964,1,BOS,AL,13,14,36,35,7,5,1,702,258,105,34,40,120,0.27,4.04,4,2,1,1,986,1,114,,, +monteau01,1964,1,KC1,AL,0,4,11,6,0,0,0,94,40,31,11,10,14,0.31,8.9,0,0,1,0,138,2,32,,, +morehda01,1964,1,BOS,AL,8,15,32,30,3,1,0,500,156,92,14,112,139,0.24,4.97,2,8,4,0,764,0,101,,, +mossido01,1964,1,CHA,AL,3,1,34,0,0,0,7,120,37,13,9,7,36,0.24,2.93,2,0,1,0,163,17,16,,, +murakma01,1964,1,SFN,NL,1,0,9,0,0,0,1,45,8,3,1,1,15,0.16,1.8,0,0,0,1,53,5,3,,, +narumbu01,1964,1,WS2,AL,9,15,38,32,7,2,0,597,195,95,31,73,121,0.25,4.3,4,7,5,1,845,3,104,,, +navarju01,1964,1,LAA,AL,0,0,5,0,0,0,1,28,5,2,0,5,8,0.16,1.93,0,0,2,0,37,3,2,,, +navarju01,1964,2,DET,AL,2,1,26,0,0,0,2,123,40,18,9,16,36,0.25,3.95,1,0,2,1,182,14,19,,, +newmafr01,1964,1,LAA,AL,13,10,32,28,7,2,0,570,177,58,9,39,83,0.24,2.75,8,2,7,0,779,2,68,,, +nichoch02,1964,1,CIN,NL,0,0,3,0,0,0,0,9,4,2,1,0,3,0.3,6,0,0,0,0,13,3,2,,, +niekrph01,1964,1,ML1,NL,0,0,10,0,0,0,0,45,15,8,1,7,8,0.27,4.8,0,1,1,0,66,2,10,,, +niesoch01,1964,1,MIN,AL,0,0,2,0,0,0,0,6,1,1,1,1,5,0.14,4.5,0,0,0,0,8,1,1,,, +normafr01,1964,1,CHN,NL,0,4,8,5,0,0,0,95,34,23,9,21,20,0.27,6.54,5,6,1,1,144,2,25,,, +nottedo01,1964,1,HOU,NL,6,11,28,24,2,0,0,471,165,68,12,37,90,0.27,3.9,1,1,1,0,658,4,76,,, +nuxhajo01,1964,1,CIN,NL,9,8,32,22,7,4,2,464,146,70,19,51,111,0.25,4.07,3,4,6,2,648,3,73,,, +odellbi01,1964,1,SFN,NL,8,7,36,8,1,0,2,255,82,51,10,35,54,0.25,5.4,6,1,4,0,371,13,55,,, +odombl01,1964,1,KC1,AL,1,2,5,5,1,1,0,51,29,19,5,11,10,0.36,10.06,0,5,0,0,91,0,21,,, +odonojo01,1964,1,KC1,AL,10,14,39,32,2,1,0,521,202,95,24,65,79,0.28,4.92,4,2,3,0,788,3,104,,, +olivoch01,1964,1,ML1,NL,2,1,38,0,0,0,5,180,55,25,7,21,45,0.24,3.75,5,2,0,0,251,12,25,,, +ortegph01,1964,1,LAN,NL,7,9,34,25,4,3,1,472,149,70,22,56,107,0.24,4,2,1,6,1,675,3,74,,, +osinsda01,1964,1,LAA,AL,3,3,47,4,1,1,2,279,87,36,8,39,88,0.24,3.48,7,4,2,0,403,16,47,,, +osteecl01,1964,1,WS2,AL,15,13,37,36,13,0,0,771,256,95,20,64,133,0.25,3.33,8,3,3,0,1070,0,107,,, +otoolji01,1964,1,CIN,NL,17,7,30,30,9,3,0,660,194,65,8,51,145,0.23,2.66,7,2,0,0,888,0,71,,, +owensji01,1964,1,HOU,NL,8,7,48,11,0,0,6,354,115,43,7,32,88,0.26,3.28,6,5,0,0,489,23,48,,, +pappami01,1964,1,BAL,AL,16,7,37,36,13,7,0,755,225,83,21,48,157,0.23,2.97,10,5,7,0,1005,0,89,,, +parsoto01,1964,1,NYN,NL,1,2,4,2,1,0,0,58,20,9,1,6,10,0.27,4.19,0,0,0,0,81,2,9,,, +pascuca02,1964,1,MIN,AL,15,12,36,36,14,1,0,802,245,98,30,98,213,0.24,3.3,6,8,3,0,1136,0,121,,, +penaor01,1964,1,KC1,AL,12,14,40,32,5,0,0,658,231,108,40,73,184,0.26,4.43,2,6,8,1,955,3,126,,, +perraro01,1964,1,LAN,NL,5,7,72,0,0,0,14,376,128,43,5,46,79,0.26,3.09,19,3,1,1,547,52,62,,, +perryga01,1964,1,SFN,NL,12,11,44,19,5,2,5,619,179,63,16,43,155,0.23,2.75,6,5,5,0,832,11,65,,, +perryji01,1964,1,MIN,AL,6,3,42,1,0,0,2,196,61,25,7,23,55,0.24,3.44,4,6,1,0,279,9,26,,, +peterga01,1964,1,CHA,AL,20,8,37,36,11,3,0,821,217,76,20,104,205,0.21,2.5,9,15,7,0,1117,0,89,,, +pfistda01,1964,1,KC1,AL,1,5,19,3,0,0,0,124,50,30,10,29,21,0.31,6.53,4,2,6,0,201,5,32,,, +piercbi02,1964,1,SFN,NL,3,0,34,1,0,0,4,147,40,12,6,10,29,0.22,2.2,1,1,0,0,195,14,14,,, +pizarju01,1964,1,CHA,AL,19,9,33,33,11,4,0,717,193,68,23,55,162,0.21,2.56,5,10,3,0,952,0,78,,, +pleisbi01,1964,1,MIN,AL,4,1,47,0,0,0,4,152,43,22,6,31,42,0.23,3.91,3,4,1,0,223,20,23,,, +podrejo01,1964,1,LAN,NL,0,2,2,2,0,0,0,8,5,5,1,3,0,0.41,16.88,1,1,0,0,16,0,5,,, +pregejo01,1964,1,SFN,NL,2,0,13,0,0,0,0,55,21,10,1,11,8,0.29,4.91,3,2,1,0,86,5,15,,, +priddbo01,1964,1,PIT,NL,1,2,19,0,0,0,1,103,35,15,2,15,23,0.28,3.93,1,2,1,0,147,5,16,,, +purdijo01,1964,1,LAN,NL,2,0,3,2,1,1,0,48,6,1,1,6,8,0.11,0.56,0,0,0,0,58,0,1,,, +purkebo01,1964,1,CIN,NL,11,9,34,25,9,2,1,587,181,66,16,49,78,0.24,3.04,4,6,7,0,808,3,77,,, +radatdi01,1964,1,BOS,AL,16,9,79,0,0,0,29,471,103,40,13,58,181,0.18,2.29,9,1,7,0,635,67,44,,, +rakowed01,1964,1,DET,AL,8,9,42,13,1,0,3,457,155,63,14,59,96,0.26,3.72,1,5,6,0,654,12,70,,, +ramospe01,1964,1,CLE,AL,7,10,36,19,3,1,0,399,144,76,18,26,98,0.27,5.14,6,2,4,0,569,6,84,,, +ramospe01,1964,2,NYA,AL,1,0,13,0,0,0,8,65,13,3,1,0,21,0.18,1.25,0,0,0,0,74,11,3,,, +raymocl01,1964,1,HOU,NL,5,5,38,0,0,0,0,239,64,25,3,22,56,0.22,2.82,1,3,3,0,314,11,28,,, +reedho01,1964,1,LAN,NL,3,4,26,7,0,0,1,270,79,32,4,36,52,0.23,3.2,9,1,0,0,377,8,34,,, +reganph01,1964,1,DET,AL,5,10,32,21,2,0,1,440,162,82,21,49,91,0.28,5.03,4,4,5,0,642,4,87,,, +renifha01,1964,1,NYA,AL,6,4,41,0,0,0,9,208,47,24,3,30,38,0.19,3.12,4,2,0,0,276,27,26,,, +ribande01,1964,1,NYN,NL,1,5,14,7,1,1,1,173,65,33,8,9,35,0.28,5.15,1,4,0,0,242,3,35,,, +richago01,1964,1,SLN,NL,4,2,19,6,1,0,1,141,40,12,2,15,28,0.23,2.3,0,1,1,1,192,6,18,,, +richepe01,1964,1,LAN,NL,2,3,8,6,1,1,0,104,38,16,2,18,25,0.27,4.15,2,1,2,0,162,0,17,,, +ridzist01,1964,1,WS2,AL,5,5,49,3,0,0,2,336,96,36,10,31,60,0.23,2.89,6,4,7,0,458,17,46,,, +ritchja01,1964,1,BOS,AL,1,1,21,0,0,0,0,138,43,14,4,14,35,0.24,2.74,2,0,0,0,195,4,21,,, +roberro01,1964,1,BAL,AL,13,7,31,31,8,4,0,612,203,66,18,52,109,0.26,2.91,6,2,3,1,846,0,69,,, +roebued01,1964,1,WS2,AL,0,0,2,0,0,0,0,3,0,1,0,2,0,0,9,0,1,0,0,6,1,1,,, +roebued01,1964,2,PHI,NL,5,3,60,0,0,0,12,232,55,19,7,25,42,0.19,2.21,6,4,4,0,314,27,21,,, +rolanji01,1964,1,MIN,AL,2,6,30,13,1,0,3,283,76,43,12,55,63,0.21,4.1,2,6,4,1,414,7,48,,, +roweke01,1964,1,BAL,AL,1,0,6,0,0,0,0,13,10,4,1,1,4,0.45,8.31,0,0,0,0,25,2,10,,, +rudoldo01,1964,1,WS2,AL,1,3,28,8,0,0,0,211,81,32,10,12,32,0.29,4.09,5,0,0,0,294,10,36,,, +sadecra01,1964,1,SLN,NL,20,11,37,32,9,2,1,660,232,90,16,60,119,0.27,3.68,4,7,1,1,935,2,104,,, +sadowbo02,1964,1,ML1,NL,9,10,51,18,5,0,5,500,159,76,18,56,96,0.25,4.1,5,4,7,0,708,9,85,,, +sandeke01,1964,1,KC1,AL,0,2,21,0,0,0,1,81,23,11,2,17,18,0.23,3.67,4,1,1,0,120,11,12,,, +sanfoja02,1964,1,SFN,NL,5,7,18,17,3,1,1,319,91,39,7,37,64,0.22,3.3,3,1,4,1,447,1,44,,, +santijo02,1964,1,KC1,AL,0,6,34,8,0,0,0,251,84,44,9,35,64,0.25,4.73,1,1,4,0,372,6,53,,, +schneda01,1964,1,ML1,NL,1,2,13,5,0,0,0,109,38,22,6,13,14,0.27,5.45,2,2,0,0,159,1,25,,, +schulba01,1964,1,SLN,NL,1,3,30,0,0,0,14,148,35,9,1,11,29,0.2,1.64,3,0,0,1,190,22,14,,, +schurwa01,1964,1,CHN,NL,0,0,26,0,0,0,0,145,57,20,3,11,29,0.29,3.72,1,1,0,0,205,6,22,,, +schwado01,1964,1,PIT,NL,4,3,15,9,0,0,0,149,53,24,1,15,36,0.26,4.35,1,1,0,1,214,1,28,,, +scottdi02,1964,1,CHN,NL,0,0,3,0,0,0,0,13,10,6,2,1,1,0.41,12.46,0,0,0,0,25,0,6,,, +sealejo01,1964,1,DET,AL,1,0,4,0,0,0,0,30,6,4,1,4,5,0.17,3.6,0,0,0,0,40,0,4,,, +seguidi01,1964,1,KC1,AL,8,17,40,35,5,2,0,651,219,110,30,94,155,0.26,4.56,3,6,1,0,947,1,118,,, +seyfrgo01,1964,1,CLE,AL,0,0,2,0,0,0,0,7,4,0,0,0,0,0.44,0,0,0,0,0,10,0,0,,, +shantbo01,1964,1,SLN,NL,1,3,16,0,0,0,0,52,14,6,2,7,12,0.22,3.12,3,1,0,0,72,10,6,,, +shantbo01,1964,2,CHN,NL,0,1,20,0,0,0,1,34,15,7,2,6,12,0.31,5.56,2,0,0,0,55,9,7,,, +shantbo01,1964,3,PHI,NL,1,1,14,0,0,0,0,96,23,8,1,6,18,0.2,2.25,3,1,0,0,124,3,10,,, +shawbo01,1964,1,SFN,NL,7,6,61,1,0,0,11,280,105,39,5,31,57,0.28,3.76,6,4,5,0,412,27,43,,, +sheldro01,1964,1,NYA,AL,5,2,19,12,3,0,1,307,92,41,18,18,57,0.24,3.61,2,2,1,0,405,2,43,,, +sherrla01,1964,1,DET,AL,7,5,38,0,0,0,11,199,52,27,7,37,58,0.21,3.66,2,6,3,0,287,24,29,,, +shiffga01,1964,1,MIN,AL,0,2,10,0,0,0,1,53,22,9,1,7,8,0.29,4.58,0,0,1,0,84,4,9,,, +shortch02,1964,1,PHI,NL,17,9,42,31,12,4,2,662,174,54,10,51,181,0.21,2.2,5,4,4,0,867,4,63,,, +siebeso01,1964,1,CLE,AL,7,9,41,14,3,1,3,468,142,56,15,57,144,0.24,3.23,4,6,2,2,653,10,61,,, +siebldw01,1964,1,MIN,AL,0,0,9,0,0,0,0,33,10,6,1,6,10,0.25,4.91,1,0,0,0,46,1,6,,, +simmocu01,1964,1,SLN,NL,18,9,34,34,12,3,0,732,233,93,24,49,104,0.24,3.43,1,1,5,0,1006,0,106,,, +singebi01,1964,1,LAN,NL,0,1,2,2,0,0,0,42,11,5,0,12,3,0.21,3.21,1,1,0,0,64,0,5,,, +siskto01,1964,1,PIT,NL,1,4,42,1,0,0,0,184,91,42,4,29,35,0.36,6.16,5,2,3,0,294,9,47,,, +slaugst01,1964,1,CHN,NL,2,4,20,6,1,0,0,155,64,33,8,32,32,0.3,5.75,6,3,0,0,247,3,35,,, +smithja04,1964,1,ML1,NL,2,2,22,0,0,0,0,93,28,13,3,11,19,0.23,3.77,5,3,0,0,132,9,15,,, +smithwi02,1964,1,LAA,AL,1,4,15,1,0,0,0,95,34,10,5,10,20,0.29,2.84,1,2,1,0,134,3,13,,, +spahnwa01,1964,1,ML1,NL,6,13,38,25,4,1,4,521,204,102,23,52,78,0.29,5.29,4,6,2,0,759,11,110,,, +spansbi01,1964,1,BOS,AL,2,3,29,7,0,0,0,196,75,50,9,44,55,0.3,6.89,1,6,3,0,301,4,51,,, +sparmjo01,1964,1,DET,AL,5,6,21,11,3,2,0,252,62,28,4,45,71,0.2,3,1,6,3,0,354,7,33,,, +sprinja01,1964,1,LAA,AL,1,0,6,0,0,0,0,10,3,1,1,3,0,0.27,2.7,1,0,0,0,15,1,1,,, +sprinja01,1964,2,CHN,NL,0,0,7,0,0,0,0,18,4,4,0,2,1,0.2,6,0,0,0,1,24,2,5,,, +sprinja01,1964,3,SLN,NL,0,0,2,0,0,0,0,9,8,1,1,1,0,0.47,3,1,1,0,0,20,0,9,,, +staffbi01,1964,1,NYA,AL,5,0,31,1,0,0,4,182,50,18,4,22,39,0.23,2.67,7,1,2,0,246,12,19,,, +stalltr01,1964,1,NYN,NL,10,20,36,34,11,2,0,677,213,95,20,73,118,0.25,3.79,3,12,6,0,945,1,111,,, +stangle01,1964,1,MIN,AL,3,6,14,11,2,0,0,239,78,42,13,19,54,0.25,4.74,3,4,0,0,330,1,45,,, +stangle01,1964,2,CLE,AL,4,8,23,14,0,0,0,275,98,42,14,31,78,0.27,4.12,4,3,1,1,401,2,47,,, +starrhe01,1964,1,BAL,AL,1,0,5,0,0,0,0,33,9,2,0,6,5,0.25,1.64,0,0,0,0,45,3,3,,, +steevmo01,1964,1,PHI,NL,0,0,4,0,0,0,0,8,5,1,0,1,3,0.38,3.38,0,0,0,0,14,2,3,,, +stenhda01,1964,1,WS2,AL,2,7,26,14,1,0,1,264,80,47,12,39,44,0.23,4.81,1,0,1,1,380,5,54,,, +stigmdi01,1964,1,MIN,AL,6,15,32,29,5,1,0,570,160,85,31,70,159,0.22,4.03,7,9,5,1,794,2,94,,, +stockwe01,1964,1,BAL,AL,2,0,14,0,0,0,0,62,17,9,5,8,14,0.23,3.92,1,0,0,0,84,2,9,,, +stockwe01,1964,2,KC1,AL,6,3,50,0,0,0,5,279,69,20,10,34,101,0.21,1.94,7,3,4,0,371,18,21,,, +stottme01,1964,1,NYA,AL,9,3,13,12,5,2,0,288,77,22,3,35,49,0.21,2.06,3,1,2,0,390,0,26,,, +sturdto01,1964,1,KC1,AL,0,0,3,0,0,0,0,11,4,4,0,1,1,0.3,9.82,0,0,2,1,16,0,4,,, +sturdto01,1964,2,NYN,NL,0,0,16,0,0,0,1,86,34,19,2,7,18,0.3,5.97,0,3,2,0,125,5,20,,, +suklaed01,1964,1,LAA,AL,0,1,2,0,0,0,0,8,2,2,1,1,3,0.2,6.75,0,0,0,0,11,1,2,,, +sutheda01,1964,1,NYN,NL,0,3,10,4,0,0,0,80,32,23,1,12,9,0.3,7.76,0,0,2,0,127,3,26,,, +talbofr01,1964,1,CHA,AL,4,5,17,12,3,2,0,226,83,31,7,20,34,0.28,3.7,0,3,4,0,317,0,31,,, +tayloro01,1964,1,SLN,NL,8,4,63,2,0,0,7,304,109,52,15,33,69,0.27,4.62,7,1,1,1,441,31,56,,, +terryra01,1964,1,NYA,AL,7,11,27,14,2,1,4,345,130,58,20,31,77,0.28,4.54,3,1,1,0,499,9,60,,, +tiantlu01,1964,1,CLE,AL,10,4,19,16,9,3,1,381,94,40,13,47,105,0.2,2.83,2,4,2,0,512,3,41,,, +tiefebo01,1964,1,ML1,NL,4,6,46,0,0,0,13,219,61,26,6,15,48,0.22,3.21,2,3,3,0,296,37,33,,, +tothpa01,1964,1,CHN,NL,0,2,4,2,0,0,0,32,15,10,2,5,0,0.34,8.44,0,0,0,0,50,0,10,,, +tsitojo01,1964,1,CIN,NL,9,13,37,24,6,1,2,526,178,74,20,75,146,0.26,3.8,6,11,5,1,774,5,90,,, +umbacar01,1964,1,ML1,NL,1,0,1,1,0,0,0,25,11,3,0,4,7,0.33,3.24,0,0,0,0,38,0,5,,, +vealebo01,1964,1,PIT,NL,18,12,40,38,14,1,0,839,222,85,8,124,250,0.21,2.74,9,18,3,1,1161,1,100,,, +vineyda01,1964,1,BAL,AL,2,5,19,6,1,0,0,162,57,25,5,27,50,0.27,4.17,2,2,0,0,239,1,34,,, +wakefbi01,1964,1,NYN,NL,3,5,62,4,0,0,2,359,103,48,10,61,61,0.23,3.61,6,4,9,1,521,18,57,,, +walkeje01,1964,1,CLE,AL,0,1,6,0,0,0,0,29,9,5,1,4,5,0.25,4.66,0,0,0,0,39,1,5,,, +warneja02,1964,1,CHN,NL,0,0,7,0,0,0,0,28,12,3,0,4,6,0.33,2.89,0,0,0,0,41,2,3,,, +washbra01,1964,1,SLN,NL,3,4,15,10,0,0,2,180,60,27,7,17,28,0.26,4.05,2,0,5,0,255,3,29,,, +whitbbi01,1964,1,MIN,AL,0,0,4,0,0,0,0,19,8,6,3,1,2,0.3,8.53,0,1,0,0,27,1,6,,, +wickeda01,1964,1,DET,AL,19,12,40,36,11,1,1,762,224,97,28,81,164,0.23,3.44,3,5,12,1,1064,4,108,,, +wilheho01,1964,1,CHA,AL,12,9,73,0,0,0,27,394,94,29,7,30,95,0.2,1.99,1,3,2,0,510,55,35,,, +willeca01,1964,1,NYN,NL,0,2,14,3,0,0,0,90,37,12,5,8,14,0.3,3.6,2,2,1,0,136,7,19,,, +willhni01,1964,1,LAN,NL,2,4,10,7,2,0,0,131,43,18,4,13,24,0.26,3.71,2,3,0,0,181,1,19,,, +willist02,1964,1,NYA,AL,1,5,21,10,1,0,0,246,76,35,7,38,54,0.24,3.84,2,2,0,0,351,5,39,,, +wilsoea01,1964,1,BOS,AL,11,12,33,31,5,0,0,607,213,101,37,73,166,0.26,4.49,3,7,2,0,883,1,121,,, +wiseri01,1964,1,PHI,NL,5,3,25,8,0,0,0,207,78,31,7,25,39,0.27,4.04,2,3,3,0,313,2,41,,, +woodeha01,1964,1,HOU,NL,2,9,61,0,0,0,23,235,73,24,3,32,58,0.24,2.76,11,7,7,0,340,48,32,,, +woodwi01,1964,1,BOS,AL,0,0,4,0,0,0,0,17,13,11,1,3,5,0.43,17.47,2,2,0,0,34,2,11,,, +woodwi01,1964,2,PIT,NL,0,2,3,2,1,0,0,52,16,7,0,11,7,0.24,3.63,3,3,2,1,79,0,8,,, +worthal01,1964,1,CIN,NL,1,0,6,0,0,0,0,21,14,8,0,2,6,0.4,10.29,0,0,1,0,40,2,11,,, +worthal01,1964,2,MIN,AL,5,6,41,0,0,0,14,217,47,11,4,28,59,0.18,1.37,6,4,0,0,293,32,18,,, +wyattjo02,1964,1,KC1,AL,9,8,81,0,0,0,20,384,111,51,23,52,74,0.23,3.59,5,4,1,0,539,57,53,,, +yellela01,1964,1,HOU,NL,0,0,13,1,0,0,0,63,27,16,4,10,9,0.29,6.86,1,3,0,0,103,7,19,,, +zachach02,1964,1,HOU,NL,0,1,1,1,0,0,0,12,6,4,1,1,2,0.33,9,0,0,0,0,20,0,5,,, +abernte02,1965,1,CHN,NL,4,6,84,0,0,0,31,409,113,39,7,56,104,0.22,2.57,13,6,5,0,572,62,49,,, +aguirha01,1965,1,DET,AL,14,10,32,32,10,2,0,625,185,83,24,60,141,0.23,3.59,2,3,10,1,875,0,89,,, +akerja01,1965,1,KC1,AL,4,3,34,0,0,0,3,154,45,18,3,18,26,0.24,3.16,6,1,3,0,210,14,18,,, +alouma01,1965,1,SFN,NL,0,0,1,0,0,0,0,6,3,0,0,1,3,0.33,0,0,0,0,0,10,1,0,,, +arlicdo01,1965,1,HOU,NL,0,0,1,1,0,0,0,18,5,2,0,1,0,0.22,3,0,0,0,0,23,0,2,,, +arrigge01,1965,1,CIN,NL,2,4,27,5,0,0,2,162,75,37,4,30,43,0.34,6.17,5,7,2,0,259,12,38,,, +austde01,1965,1,SLN,NL,0,0,6,0,0,0,1,22,6,4,0,2,7,0.21,4.91,1,0,0,0,31,3,4,,, +baldsja01,1965,1,PHI,NL,5,8,65,0,0,0,6,297,102,42,4,42,81,0.27,3.82,12,5,4,0,436,31,53,,, +barbest01,1965,1,BAL,AL,15,10,37,32,7,2,0,662,177,66,16,81,130,0.22,2.69,5,8,2,0,897,1,79,,, +barnoed01,1965,1,BAL,AL,0,0,4,0,0,0,0,13,3,1,0,7,6,0.2,2.08,0,0,0,0,22,1,1,,, +baumafr01,1965,1,CHN,NL,0,1,4,0,0,0,0,11,4,3,0,3,2,0.28,7.36,0,1,0,0,17,1,3,,, +bearnla01,1965,1,NYN,NL,3,5,40,3,0,0,1,182,75,31,6,28,16,0.3,4.6,2,4,4,0,286,17,43,,, +beckri01,1965,1,NYA,AL,2,1,3,3,1,1,0,63,22,5,1,7,10,0.27,2.14,1,2,0,0,88,0,6,,, +belinbo01,1965,1,PHI,NL,4,9,30,14,3,0,1,329,103,59,13,48,71,0.24,4.84,5,11,6,1,482,4,72,,, +bellga01,1965,1,CLE,AL,6,5,60,0,0,0,17,311,86,35,7,50,86,0.22,3.04,10,2,2,0,441,33,43,,, +bennede01,1965,1,BOS,AL,5,7,34,18,3,0,0,425,152,69,15,53,85,0.27,4.38,6,4,6,3,621,8,76,,, +bertafr01,1965,1,BAL,AL,0,0,2,1,0,0,0,18,9,4,0,4,5,0.36,6,0,0,0,0,31,1,4,,, +bethkji01,1965,1,NYN,NL,2,0,25,0,0,0,0,120,41,19,3,22,19,0.26,4.28,2,3,6,0,184,12,24,,, +blancgi01,1965,1,NYA,AL,1,1,17,1,0,0,0,61,16,9,1,12,14,0.23,3.98,0,1,1,0,87,12,10,,, +blasiwa01,1965,1,ML1,NL,16,10,38,36,10,1,1,674,200,94,17,116,117,0.24,3.77,10,8,5,0,956,2,103,,, +bolinbo01,1965,1,SFN,NL,14,6,45,13,2,0,2,489,125,50,17,56,135,0.21,2.76,4,3,4,0,655,15,51,,, +bollogr01,1965,1,CHA,AL,0,0,15,0,0,0,0,68,12,9,5,9,16,0.15,3.57,1,0,2,0,90,6,11,,, +bosweda01,1965,1,MIN,AL,6,5,27,12,1,0,0,318,77,40,20,46,85,0.2,3.4,0,1,5,0,435,1,43,,, +boutoji01,1965,1,NYA,AL,4,15,30,25,2,0,0,454,158,81,23,60,97,0.26,4.82,1,8,5,0,665,1,89,,, +brennji02,1965,1,NYA,AL,0,0,3,0,0,0,0,6,5,4,1,3,2,0.45,18,0,0,0,1,14,0,5,,, +breweji01,1965,1,LAN,NL,3,2,19,2,0,0,2,148,33,10,1,28,31,0.19,1.82,4,2,0,0,198,5,13,,, +bridgma01,1965,1,WS2,AL,1,2,40,0,0,0,0,172,62,17,3,25,39,0.26,2.67,4,2,0,0,259,16,26,,, +brilene01,1965,1,SLN,NL,3,3,37,2,0,0,4,247,79,32,4,26,52,0.25,3.5,6,2,6,0,341,14,33,,, +brogler01,1965,1,CHN,NL,1,6,26,6,0,0,0,152,63,39,7,46,22,0.31,6.93,8,3,0,1,251,9,44,,, +brucebo01,1965,1,HOU,NL,9,18,35,34,7,1,0,689,241,95,22,38,145,0.27,3.72,4,8,9,0,956,0,107,,, +brunege01,1965,1,CAL,AL,9,11,41,26,8,3,2,591,149,56,9,69,141,0.2,2.56,8,3,3,3,798,7,64,,, +buhlbo01,1965,1,CHN,NL,13,11,32,31,2,0,0,553,207,90,26,57,92,0.28,4.39,4,5,0,0,803,0,100,,, +bunkewa01,1965,1,BAL,AL,10,8,34,27,4,1,2,567,170,71,16,58,84,0.24,3.38,2,2,4,0,778,3,79,,, +bunniji01,1965,1,PHI,NL,19,9,39,39,15,7,0,873,253,84,23,62,268,0.23,2.6,10,1,12,0,1191,0,92,,, +burdele01,1965,1,CHN,NL,0,2,7,3,0,0,0,61,26,12,3,4,5,0.29,5.31,1,0,1,0,93,0,17,,, +burdele01,1965,2,PHI,NL,3,3,19,9,1,1,0,212,95,43,5,17,23,0.32,5.48,2,1,5,0,319,2,50,,, +buschdo01,1965,1,KC1,AL,0,1,12,3,0,0,0,93,36,15,7,8,9,0.29,4.35,0,0,1,0,133,2,17,,, +butteto01,1965,1,PIT,NL,0,1,5,0,0,0,0,27,9,7,2,5,6,0.25,7,0,1,0,0,41,2,8,,, +buzhajo01,1965,1,CHA,AL,13,8,32,30,4,1,1,566,167,63,12,56,108,0.24,3.01,9,4,7,0,761,2,69,,, +campabe01,1965,1,KC1,AL,0,0,1,0,0,0,0,3,1,1,0,2,1,0.33,9,0,0,0,0,5,0,1,,, +cardwdo01,1965,1,PIT,NL,13,10,37,34,12,2,0,721,214,85,21,59,107,0.23,3.18,1,8,12,0,978,2,101,,, +carltst01,1965,1,SLN,NL,0,0,15,2,0,0,0,75,27,7,3,8,21,0.28,2.52,1,5,1,0,104,5,7,,, +carpifr01,1965,1,PIT,NL,3,1,39,0,0,0,4,119,35,14,0,24,27,0.24,3.18,3,3,3,0,176,14,16,,, +carrocl02,1965,1,ML1,NL,0,1,19,1,0,0,1,104,35,17,3,13,16,0.26,4.41,2,2,1,0,148,4,18,,, +chancde01,1965,1,CAL,AL,15,10,36,33,10,4,0,677,197,79,12,101,164,0.23,3.15,10,6,9,3,950,2,86,,, +ciminpe01,1965,1,MIN,AL,0,0,1,0,0,0,0,3,0,0,0,0,0,0,0,0,0,0,0,3,1,0,,, +ciscoga01,1965,1,NYN,NL,4,8,35,17,1,1,0,337,119,56,12,51,58,0.27,4.49,2,3,1,2,499,8,63,,, +clonito01,1965,1,ML1,NL,24,11,40,38,16,1,1,837,247,102,20,119,211,0.23,3.29,5,22,3,1,1180,2,115,,, +coateji01,1965,1,CAL,AL,2,0,17,0,0,0,3,84,23,11,1,16,15,0.22,3.54,2,1,0,0,124,8,13,,, +colemjo05,1965,1,WS2,AL,2,0,2,2,2,0,0,54,9,3,0,8,7,0.15,1.5,0,0,0,0,69,0,3,,, +coombda01,1965,1,HOU,NL,0,2,26,3,0,0,0,141,54,25,3,23,35,0.29,4.79,1,4,3,0,218,8,26,,, +craigpe01,1965,1,WS2,AL,0,3,3,3,0,0,0,43,18,13,1,8,2,0.32,8.16,1,1,0,0,67,0,15,,, +craigro01,1965,1,CIN,NL,1,4,40,0,0,0,3,193,74,26,6,25,30,0.28,3.64,7,5,3,0,292,17,33,,, +cuellmi01,1965,1,HOU,NL,1,4,25,4,0,0,2,168,55,22,3,21,46,0.26,3.54,4,2,1,0,238,11,24,,, +culleja01,1965,1,NYA,AL,3,4,12,9,2,1,0,177,59,20,2,21,25,0.26,3.05,2,1,0,0,250,2,22,,, +culpra01,1965,1,PHI,NL,14,10,33,30,11,2,0,613,188,73,14,78,134,0.24,3.22,9,7,12,0,877,1,89,,, +daniebe02,1965,1,WS2,AL,5,13,33,18,1,0,1,349,135,61,16,39,42,0.29,4.72,7,3,0,0,513,4,75,,, +davidte01,1965,1,CIN,NL,4,3,24,1,0,0,1,206,57,17,5,17,54,0.23,2.23,4,0,2,0,273,8,21,,, +dennido01,1965,1,SLN,NL,2,3,41,0,0,0,6,165,47,14,3,16,29,0.23,2.29,11,1,1,0,221,13,17,,, +dicksji01,1965,1,KC1,AL,3,2,68,0,0,0,0,257,68,33,6,47,54,0.22,3.47,7,7,2,2,368,20,40,,, +dierkla01,1965,1,HOU,NL,7,8,26,19,1,0,0,440,135,57,16,37,109,0.24,3.5,4,8,3,2,611,2,69,,, +donovdi01,1965,1,CLE,AL,1,3,12,3,0,0,0,68,32,15,6,6,12,0.33,5.96,0,2,0,0,102,2,15,,, +downial01,1965,1,NYA,AL,12,14,35,32,8,2,0,636,185,80,16,105,179,0.23,3.4,2,5,2,1,902,2,92,,, +drabomo01,1965,1,KC1,AL,1,5,14,5,0,0,0,116,44,19,5,18,25,0.29,4.42,2,3,3,0,179,0,22,,, +drysddo01,1965,1,LAN,NL,23,12,44,42,20,7,1,925,270,95,30,66,210,0.23,2.77,11,11,12,0,1262,1,113,,, +duckwji01,1965,1,WS2,AL,2,2,17,8,0,0,0,192,45,28,11,36,74,0.2,3.94,4,6,2,0,270,3,30,,, +duffaji01,1965,1,SFN,NL,0,1,2,0,0,0,0,1,1,1,0,2,0,0.5,27,0,0,0,0,4,1,1,,, +duffaji01,1965,2,CIN,NL,0,1,22,0,0,0,0,133,33,17,3,30,34,0.21,3.45,2,4,5,0,197,8,21,,, +dulibbo01,1965,1,BOS,AL,4,2,39,0,0,0,1,193,60,27,6,22,27,0.24,3.78,7,1,0,1,275,17,31,,, +durenry01,1965,1,PHI,NL,0,0,6,0,0,0,0,33,10,4,0,4,6,0.27,3.27,1,1,1,0,44,3,7,,, +durenry01,1965,2,WS2,AL,1,1,16,0,0,0,0,69,24,17,0,18,18,0.28,6.65,4,3,3,0,110,8,17,,, +earlear01,1965,1,BOS,AL,0,1,57,0,0,0,0,223,79,30,5,29,47,0.27,3.63,8,2,3,1,332,11,42,,, +eilerda01,1965,1,ML1,NL,0,0,6,0,0,0,0,11,8,5,1,0,1,0.42,12.27,0,0,0,0,20,1,5,,, +eilerda01,1965,2,NYN,NL,1,1,11,0,0,0,2,54,20,8,2,4,9,0.27,4,3,0,2,0,80,8,11,,, +ellissa01,1965,1,CIN,NL,22,10,44,39,15,2,2,791,222,111,22,104,183,0.22,3.79,4,9,6,1,1101,4,119,,, +ellswdi01,1965,1,CHN,NL,14,15,36,34,8,0,1,667,227,94,22,57,130,0.26,3.81,7,15,4,0,933,2,108,,, +esteldi01,1965,1,SFN,NL,0,0,6,1,0,0,0,34,12,5,0,8,6,0.26,3.97,1,1,1,1,56,1,6,,, +facero01,1965,1,PIT,NL,5,2,16,0,0,0,0,61,20,6,1,7,19,0.26,2.66,5,2,0,0,85,12,6,,, +farretu01,1965,1,HOU,NL,11,11,33,29,8,3,1,625,202,81,18,35,122,0.25,3.5,8,1,3,0,855,3,94,,, +faulbi01,1965,1,CHN,NL,6,6,17,16,5,3,0,290,83,38,12,18,59,0.23,3.54,0,3,3,0,382,0,43,,, +fischha01,1965,1,ML1,NL,8,9,31,19,2,0,0,368,126,53,18,39,79,0.27,3.89,5,4,3,0,518,0,61,,, +fisheed02,1965,1,CHA,AL,15,7,82,0,0,0,24,496,118,44,13,43,90,0.2,2.4,8,10,2,0,647,60,51,,, +fisheja01,1965,1,NYN,NL,8,24,43,36,10,0,1,761,252,111,22,68,116,0.25,3.94,6,6,4,1,1054,4,121,,, +fordwh01,1965,1,NYA,AL,16,13,37,36,9,2,1,733,241,88,22,50,162,0.25,3.24,2,7,1,0,1000,1,97,,, +fosnoje01,1965,1,MIN,AL,3,3,29,0,0,0,2,140,33,23,7,25,35,0.19,4.44,2,2,1,0,202,11,29,,, +foxte01,1965,1,DET,AL,6,4,42,0,0,0,10,233,59,24,7,31,34,0.21,2.78,2,2,3,0,317,25,26,,, +francea01,1965,1,SLN,NL,0,0,2,0,0,0,0,16,7,3,1,3,3,0.31,5.06,2,1,0,0,26,0,4,,, +frienbo01,1965,1,PIT,NL,8,12,34,34,8,2,0,666,221,80,17,47,74,0.26,3.24,7,1,8,0,917,0,89,,, +gardnro01,1965,1,NYN,NL,0,2,5,4,0,0,0,84,23,10,4,7,19,0.21,3.21,0,0,0,0,115,0,13,,, +gatewau01,1965,1,CAL,AL,4,5,46,3,0,0,0,276,91,35,5,37,37,0.26,3.42,3,9,1,0,393,13,41,,, +gibbojo01,1965,1,PIT,NL,4,9,31,15,1,0,1,317,85,53,7,34,63,0.22,4.51,6,2,4,0,436,4,57,,, +gibsobo01,1965,1,SLN,NL,20,12,38,36,20,6,1,897,243,102,34,103,270,0.22,3.07,6,8,11,1,1233,1,110,,, +giustda01,1965,1,HOU,NL,8,7,38,13,4,1,3,394,132,63,13,46,92,0.25,4.32,11,9,1,0,566,15,67,,, +gladdfr01,1965,1,DET,AL,6,2,46,0,0,0,5,210,63,22,6,29,43,0.23,2.83,5,7,4,0,301,25,22,,, +grantmu01,1965,1,MIN,AL,21,7,41,39,14,6,0,811,252,99,34,61,142,0.24,3.3,2,8,0,0,1095,0,107,,, +greenda02,1965,1,WS2,AL,0,0,6,2,0,0,0,43,14,5,0,3,6,0.24,3.14,0,1,0,1,61,1,6,,, +haddiha01,1965,1,BAL,AL,3,2,24,0,0,0,1,101,31,13,5,23,21,0.24,3.48,6,2,2,0,155,10,22,,, +halldi01,1965,1,BAL,AL,11,8,48,0,0,0,12,281,84,32,8,11,79,0.24,3.07,7,0,0,0,368,35,34,,, +hamilja01,1965,1,DET,AL,1,1,4,1,0,0,0,13,6,7,1,4,3,0.31,14.54,0,1,0,0,25,1,7,,, +hamilst01,1965,1,NYA,AL,3,1,46,1,0,0,5,175,47,9,2,16,51,0.21,1.39,5,0,0,0,240,13,12,,, +handsbi01,1965,1,SFN,NL,0,2,4,2,0,0,0,18,13,11,0,6,5,0.43,16.5,2,0,0,0,36,0,11,,, +hannaji01,1965,1,WS2,AL,1,1,4,1,1,1,0,44,18,8,0,6,5,0.34,4.91,1,1,1,0,60,0,8,,, +hargast01,1965,1,CLE,AL,4,3,17,8,1,0,2,181,55,23,2,28,37,0.24,3.43,2,7,1,0,260,4,26,,, +harrito01,1965,1,KC1,AL,0,0,1,0,0,0,0,3,2,1,0,1,0,0.66,9,0,0,0,0,4,0,1,,, +hedlumi01,1965,1,CLE,AL,0,0,6,0,0,0,0,16,6,3,0,5,4,0.28,5.06,1,1,0,0,27,1,4,,, +heffnbo01,1965,1,BOS,AL,0,2,27,1,0,0,0,147,59,39,9,18,42,0.3,7.16,1,6,1,1,220,8,42,,, +hendlbo01,1965,1,SFN,NL,0,0,8,2,0,0,0,45,27,21,6,13,8,0.39,12.6,2,2,1,0,87,1,22,,, +hendlbo01,1965,2,CHN,NL,4,4,18,10,2,0,0,186,59,30,9,25,38,0.24,4.35,0,1,1,0,273,5,39,,, +henrybi01,1965,1,CIN,NL,2,0,3,0,0,0,0,15,3,0,0,1,5,0.17,0,0,0,0,0,18,2,0,,, +henrybi01,1965,2,SFN,NL,2,2,35,0,0,0,4,126,40,17,2,8,35,0.24,3.64,3,1,1,0,173,11,18,,, +herbera01,1965,1,PHI,NL,5,8,25,19,4,1,1,392,162,56,13,19,51,0.3,3.86,2,4,1,0,550,2,60,,, +herbero01,1965,1,SFN,NL,12,9,47,21,1,0,1,512,172,73,16,47,106,0.26,3.85,7,5,3,0,718,10,80,,, +hickmje01,1965,1,KC1,AL,0,1,12,0,0,0,0,46,9,10,3,8,16,0.18,5.87,0,1,0,0,59,4,10,,, +hillejo01,1965,1,DET,AL,0,0,5,0,0,0,1,18,5,0,0,1,4,0.22,0,0,0,0,0,23,2,0,,, +hoeftbi01,1965,1,CHN,NL,2,2,29,2,1,0,1,154,41,16,3,20,44,0.21,2.81,2,0,0,0,217,7,21,,, +holtgve01,1965,1,DET,AL,0,0,1,0,0,0,0,9,4,2,0,2,2,0.3,6,0,1,0,0,15,0,2,,, +holtzke01,1965,1,CHN,NL,0,0,3,0,0,0,0,12,2,1,1,3,3,0.14,2.25,0,0,0,0,18,2,4,,, +horlejo01,1965,1,CHA,AL,13,13,34,34,7,4,0,657,203,70,16,39,125,0.24,2.88,9,8,3,0,890,0,88,,, +howarbr01,1965,1,CHA,AL,9,8,30,22,1,1,0,444,123,57,13,72,120,0.22,3.47,5,9,1,0,627,2,61,,, +humphbo01,1965,1,CHN,NL,2,0,41,0,0,0,0,197,59,23,6,27,38,0.24,3.15,6,0,2,0,275,11,25,,, +hunteca01,1965,1,KC1,AL,8,8,32,20,3,2,0,399,124,63,21,46,82,0.24,4.26,5,2,2,1,567,2,68,,, +jacksal01,1965,1,NYN,NL,8,20,37,31,7,3,1,616,217,99,17,61,120,0.27,4.34,4,6,8,2,884,2,111,,, +jacksgr01,1965,1,PHI,NL,1,1,6,2,0,0,0,41,17,11,4,5,15,0.3,7.24,0,0,0,0,61,2,11,,, +jacksla01,1965,1,CHN,NL,14,21,39,39,12,4,0,772,268,110,28,57,131,0.26,3.85,8,5,5,0,1079,0,126,,, +jastela01,1965,1,SLN,NL,3,0,4,3,3,0,0,84,21,5,1,7,10,0.2,1.61,0,0,0,0,110,0,5,,, +jayjo01,1965,1,CIN,NL,9,8,37,24,4,1,1,467,150,73,21,63,102,0.25,4.22,0,8,4,0,673,8,83,,, +jenkife01,1965,1,PHI,NL,2,1,7,0,0,0,1,37,7,3,2,2,10,0.15,2.19,0,0,0,0,46,6,3,,, +johnske02,1965,1,HOU,NL,3,2,8,8,1,0,0,155,52,24,4,11,28,0.26,4.18,1,2,4,0,215,0,25,,, +johnske02,1965,2,ML1,NL,13,8,29,26,8,1,2,539,165,64,15,37,123,0.24,3.21,7,3,3,0,735,2,75,,, +johnto01,1965,1,CHA,AL,14,7,39,27,6,1,3,551,162,63,12,58,126,0.23,3.09,6,8,2,0,752,4,67,,, +jonesgo01,1965,1,HOU,NL,0,0,1,0,0,0,0,3,0,0,0,0,0,0,0,0,0,0,0,3,1,0,,, +joycedi01,1965,1,KC1,AL,0,1,5,3,0,0,0,39,12,4,0,4,7,0.24,2.77,0,2,0,1,55,2,7,,, +jurewmi01,1965,1,NYA,AL,0,0,2,0,0,0,0,7,5,2,0,1,2,0.41,7.71,0,0,0,0,13,0,2,,, +kaatji01,1965,1,MIN,AL,18,11,45,42,7,2,2,793,267,83,25,63,154,0.25,2.83,6,3,5,0,1115,2,121,,, +kekicmi01,1965,1,LAN,NL,0,1,5,1,0,0,0,31,10,11,2,13,9,0.26,9.58,0,1,0,0,51,1,12,,, +kelledi01,1965,1,ML1,NL,1,1,21,4,0,0,0,135,37,15,5,20,31,0.22,3,2,3,0,0,186,5,15,,, +kelleto01,1965,1,CLE,AL,2,1,4,4,1,0,0,90,19,8,3,13,31,0.18,2.4,0,2,0,0,115,0,8,,, +klinero01,1965,1,WS2,AL,7,6,74,0,0,0,29,298,106,29,7,32,52,0.27,2.63,14,1,2,0,434,58,36,,, +klippjo01,1965,1,MIN,AL,9,3,56,0,0,0,5,229,59,19,8,31,59,0.21,2.24,4,4,3,0,314,24,22,,, +knowlda01,1965,1,BAL,AL,0,1,5,1,0,0,0,44,14,15,2,10,12,0.25,9.2,2,2,3,1,69,2,15,,, +kooncca01,1965,1,CHN,NL,7,9,38,23,3,1,0,519,181,71,17,52,88,0.27,3.69,8,2,6,1,738,2,83,,, +kopliho01,1965,1,WS2,AL,4,7,33,11,0,0,1,320,97,48,11,48,59,0.24,4.05,4,4,3,1,453,4,51,,, +koufasa01,1965,1,LAN,NL,26,8,43,41,27,8,2,1007,216,76,26,71,382,0.17,2.04,4,11,5,0,1297,2,90,,, +kralija01,1965,1,CLE,AL,5,11,30,16,1,0,0,258,106,47,9,21,34,0.29,4.92,3,2,2,0,387,2,58,,, +krausle02,1965,1,KC1,AL,2,4,7,5,0,0,0,75,29,14,1,8,22,0.28,5.04,0,0,0,0,110,1,14,,, +kreutfr01,1965,1,WS2,AL,2,6,33,14,2,1,0,256,73,41,7,54,65,0.23,4.32,1,5,2,0,379,4,48,,, +krollga01,1965,1,NYN,NL,6,6,32,11,1,0,1,261,83,43,12,41,62,0.24,4.45,0,1,6,1,391,11,48,,, +lamabja01,1965,1,BOS,AL,0,3,14,0,0,0,0,76,34,23,5,14,17,0.34,8.17,2,1,3,1,122,2,24,,, +lamabja01,1965,2,HOU,NL,0,2,3,2,0,0,0,38,17,6,3,3,6,0.31,4.26,1,1,0,0,57,1,9,,, +larsedo01,1965,1,HOU,NL,0,0,1,1,0,0,0,16,8,3,0,3,1,0.34,5.06,1,0,0,0,27,0,3,,, +larsedo01,1965,2,BAL,AL,1,2,27,1,0,0,1,162,53,16,4,20,40,0.25,2.67,2,0,1,0,234,8,22,,, +laryfr01,1965,1,NYN,NL,1,3,14,7,0,0,1,172,48,19,2,16,23,0.23,2.98,0,4,1,1,230,3,24,,, +laryfr01,1965,2,CHA,AL,1,0,14,1,0,0,2,80,23,12,4,7,14,0.23,4.05,2,0,2,0,111,4,12,,, +latmaba01,1965,1,CAL,AL,1,1,18,0,0,0,0,95,30,10,3,16,18,0.25,2.84,3,2,0,0,137,4,12,,, +lawve01,1965,1,PIT,NL,17,9,29,28,13,4,0,652,182,52,17,35,101,0.22,2.15,2,1,3,0,847,1,66,,, +leebo01,1965,1,CAL,AL,9,7,69,0,0,0,23,394,95,28,11,42,89,0.2,1.92,8,1,1,1,526,50,35,,, +leedo01,1965,1,CAL,AL,0,1,10,0,0,0,0,42,21,10,4,5,12,0.35,6.43,2,1,1,0,68,3,11,,, +leedo01,1965,2,HOU,NL,0,0,7,0,0,0,0,24,8,3,0,3,3,0.26,3.38,0,0,1,0,34,3,3,,, +lemasde01,1965,1,ML1,NL,7,13,32,23,4,1,0,439,140,72,12,58,111,0.25,4.43,7,4,3,0,625,2,75,,, +lindbpa01,1965,1,KC1,AL,0,1,4,0,0,0,0,22,12,9,3,0,12,0.35,11.05,0,1,1,0,35,0,9,,, +linzyfr01,1965,1,SFN,NL,9,3,57,0,0,0,21,245,76,13,2,23,35,0.25,1.43,8,5,3,0,334,40,19,,, +lockebo01,1965,1,CIN,NL,0,1,11,0,0,0,0,52,20,11,2,8,8,0.29,5.71,5,1,0,0,77,3,15,,, +lockebo02,1965,1,CHA,AL,5,2,51,0,0,0,2,274,71,32,6,30,69,0.21,3.15,10,1,2,0,370,14,36,,, +lolicmi01,1965,1,DET,AL,15,9,43,37,7,3,3,731,216,93,23,72,226,0.23,3.44,2,7,12,1,1015,5,103,,, +lonboji01,1965,1,BOS,AL,9,17,32,31,7,1,0,556,193,92,20,65,113,0.26,4.47,3,8,3,1,813,0,112,,, +lopezma01,1965,1,CAL,AL,14,13,35,32,8,1,1,646,185,70,12,82,122,0.23,2.93,6,10,4,0,901,2,79,,, +mackeke01,1965,1,HOU,NL,0,3,21,0,0,0,0,111,46,16,7,6,26,0.29,3.89,0,1,0,0,161,10,22,,, +mahafar01,1965,1,PHI,NL,2,5,22,9,1,0,0,213,82,49,11,32,52,0.29,6.21,2,2,7,0,329,2,53,,, +malonji01,1965,1,CIN,NL,20,9,33,33,14,5,0,766,189,72,13,110,244,0.2,2.54,3,19,5,0,1048,0,77,,, +marenle01,1965,1,DET,AL,0,0,2,0,0,0,0,9,1,0,0,1,3,0.11,0,0,0,0,0,10,1,0,,, +maricju01,1965,1,SFN,NL,22,13,39,37,24,10,1,886,224,70,27,46,240,0.2,2.13,4,2,4,0,1153,2,78,,, +mayru01,1965,1,CAL,AL,4,9,30,19,2,1,0,372,111,54,7,78,76,0.24,3.92,1,9,4,0,545,3,59,,, +mcbeaal01,1965,1,PIT,NL,6,6,62,1,0,0,18,342,111,29,5,42,54,0.26,2.29,11,4,3,0,483,40,33,,, +mcbrike01,1965,1,CAL,AL,0,3,8,4,0,0,0,66,24,15,1,14,11,0.27,6.14,0,1,2,0,106,3,17,,, +mccoobi01,1965,1,CIN,NL,9,10,62,2,0,0,21,316,93,50,9,47,120,0.23,4.27,7,8,4,0,449,43,53,,, +mccormi03,1965,1,WS2,AL,8,8,44,21,3,1,1,474,158,59,17,36,88,0.26,3.36,4,1,0,1,654,8,64,,, +mcdanli01,1965,1,CHN,NL,5,6,71,0,0,0,2,386,115,37,12,47,92,0.24,2.59,20,7,0,0,538,26,45,,, +mcdowsa01,1965,1,CLE,AL,17,11,42,35,14,3,4,819,178,66,9,132,325,0.18,2.18,7,17,6,0,1116,5,80,,, +mcgloji01,1965,1,CAL,AL,0,3,3,3,1,0,0,54,18,7,1,7,9,0.26,3.5,1,0,0,0,76,0,9,,, +mcgratu01,1965,1,NYN,NL,2,7,37,9,2,0,1,293,88,36,8,48,57,0.24,3.32,2,7,3,0,416,17,47,,, +mclaide01,1965,1,DET,AL,16,6,33,29,13,4,1,661,174,64,25,62,192,0.21,2.61,1,3,2,2,881,2,73,,, +mcmahdo02,1965,1,CLE,AL,3,3,58,0,0,0,11,255,79,31,8,37,60,0.24,3.28,7,8,1,0,361,31,36,,, +mcnalda01,1965,1,BAL,AL,11,6,35,29,6,2,0,596,163,63,15,73,116,0.22,2.85,6,3,6,0,824,1,69,,, +merriji01,1965,1,MIN,AL,5,4,16,9,1,0,2,230,68,27,11,20,61,0.23,3.17,1,0,0,0,311,5,29,,, +mikkepe01,1965,1,NYA,AL,4,9,41,3,0,0,1,247,78,30,10,36,69,0.24,3.28,9,2,3,0,357,19,40,,, +millebo04,1965,1,LAN,NL,6,7,61,1,0,0,9,309,82,34,9,26,77,0.22,2.97,3,4,3,0,414,37,37,,, +millejo03,1965,1,BAL,AL,6,4,16,16,1,0,0,280,75,33,4,58,71,0.22,3.18,0,6,1,0,404,0,38,,, +millela01,1965,1,NYN,NL,1,4,28,5,0,0,0,172,66,32,6,25,36,0.28,5.02,0,2,1,0,260,7,32,,, +millest01,1965,1,BAL,AL,14,7,67,0,0,0,24,358,87,25,5,32,104,0.2,1.89,10,1,1,0,462,55,26,,, +monbobi01,1965,1,BOS,AL,10,18,35,35,10,2,0,686,239,94,32,40,110,0.26,3.7,5,0,1,1,949,0,114,,, +monteau01,1965,1,KC1,AL,0,0,4,0,0,0,0,21,5,3,1,4,5,0.18,3.86,1,1,0,0,31,0,4,,, +mooreba01,1965,1,WS2,AL,0,0,1,0,0,0,0,3,1,0,0,1,0,0.33,0,0,0,0,0,5,1,1,,, +moorhbo01,1965,1,NYN,NL,0,1,9,0,0,0,0,43,16,7,0,5,5,0.27,4.4,0,3,0,0,64,3,7,,, +morehda01,1965,1,BOS,AL,10,18,34,33,5,2,0,578,157,87,18,113,163,0.21,4.06,1,11,3,1,845,1,103,,, +mossido01,1965,1,KC1,AL,5,8,51,0,0,0,7,166,59,23,0,20,41,0.27,3.74,6,2,0,0,242,19,30,,, +murakma01,1965,1,SFN,NL,4,1,45,1,0,0,8,223,57,31,9,22,85,0.2,3.75,5,3,3,0,304,16,31,,, +musgrde01,1965,1,NYN,NL,0,0,5,1,0,0,0,48,11,1,0,7,11,0.2,0.56,0,2,2,0,65,0,2,,, +narumbu01,1965,1,WS2,AL,4,12,46,24,2,0,0,521,176,86,16,91,86,0.26,4.46,11,4,7,0,782,1,98,,, +navarju01,1965,1,DET,AL,0,2,15,1,0,0,1,90,25,14,5,12,22,0.23,4.2,1,1,0,0,123,3,16,,, +nelsome01,1965,1,MIN,AL,0,4,28,3,0,0,3,164,57,25,7,23,31,0.26,4.12,3,4,2,0,247,13,29,,, +newmafr01,1965,1,CAL,AL,14,16,36,36,10,2,0,782,225,85,15,64,109,0.23,2.93,10,6,1,1,1044,0,94,,, +niekrph01,1965,1,ML1,NL,2,3,41,1,0,0,6,224,73,24,5,26,49,0.25,2.89,3,9,3,0,324,21,32,,, +nischro01,1965,1,DET,AL,1,0,20,0,0,0,1,68,21,7,2,6,12,0.25,2.78,1,2,0,0,90,7,10,,, +nottedo01,1965,1,HOU,NL,4,15,29,25,3,0,0,474,166,82,14,55,77,0.27,4.67,11,3,5,1,684,1,99,,, +nuxhajo01,1965,1,CIN,NL,11,4,32,16,5,1,2,446,142,57,18,31,117,0.25,3.45,2,3,3,1,601,6,57,,, +odellbi01,1965,1,ML1,NL,10,6,62,1,0,0,18,334,87,27,10,30,78,0.21,2.18,8,6,2,0,448,42,35,,, +odombl01,1965,1,KC1,AL,0,0,1,0,0,0,0,3,2,1,0,2,0,0.4,9,0,0,0,0,7,0,1,,, +odonojo01,1965,1,KC1,AL,9,18,34,30,4,1,0,533,183,78,15,66,82,0.26,3.95,8,9,1,0,764,0,92,,, +olivoch01,1965,1,ML1,NL,0,1,8,0,0,0,0,39,12,2,1,5,11,0.26,1.38,2,1,0,0,54,3,2,,, +ortegph01,1965,1,WS2,AL,12,15,35,29,4,2,0,539,176,102,33,97,88,0.26,5.11,7,7,5,3,785,2,107,,, +osinsda01,1965,1,ML1,NL,0,3,61,0,0,0,6,249,81,26,4,40,54,0.26,2.82,9,2,1,0,360,26,28,,, +osteecl01,1965,1,LAN,NL,15,15,40,40,9,1,0,861,253,89,19,78,162,0.23,2.79,10,4,3,1,1169,0,95,,, +osteeda01,1965,1,CIN,NL,0,0,3,0,0,0,0,9,2,0,0,4,1,0.2,0,0,0,0,0,14,0,0,,, +otoolji01,1965,1,CIN,NL,3,10,29,22,2,0,1,383,154,84,14,47,71,0.29,5.92,4,4,3,1,585,2,98,,, +owensji01,1965,1,HOU,NL,6,5,50,0,0,0,8,214,64,26,4,29,53,0.23,3.28,8,3,0,0,306,26,28,,, +paigesa01,1965,1,KC1,AL,0,0,1,1,0,0,0,9,1,0,0,0,1,0.1,0,0,0,0,0,10,0,0,,, +palmeji01,1965,1,BAL,AL,5,4,27,6,0,0,1,276,75,38,6,56,75,0.22,3.72,1,4,2,0,394,7,49,,, +pappami01,1965,1,BAL,AL,13,9,34,34,9,3,0,664,192,64,22,52,127,0.23,2.6,3,5,3,0,891,0,81,,, +parsoto01,1965,1,NYN,NL,1,10,35,11,1,1,1,272,108,47,17,17,58,0.29,4.67,2,2,0,0,391,6,53,,, +pascuca02,1965,1,MIN,AL,9,3,27,27,5,1,0,468,126,58,12,63,96,0.21,3.35,0,7,5,1,659,0,67,,, +penaor01,1965,1,KC1,AL,0,6,12,5,0,0,0,106,42,27,4,13,24,0.3,6.88,0,0,2,0,158,2,30,,, +penaor01,1965,2,DET,AL,4,6,30,0,0,0,4,172,54,16,5,20,55,0.25,2.51,5,3,1,0,239,19,18,,, +perraro01,1965,1,LAN,NL,6,6,59,0,0,0,17,314,85,26,2,40,53,0.22,2.24,7,3,3,0,431,36,28,,, +perryga01,1965,1,SFN,NL,8,12,47,26,6,0,1,587,194,91,21,70,170,0.25,4.19,16,12,6,0,848,8,105,,, +perryji01,1965,1,MIN,AL,12,7,36,19,4,2,0,503,142,49,18,47,88,0.23,2.63,2,4,3,0,679,3,57,,, +peterga01,1965,1,CHA,AL,10,12,33,30,1,0,0,529,181,71,19,63,95,0.26,3.62,8,8,4,0,764,1,76,,, +pichero01,1965,1,CAL,AL,0,3,14,1,0,0,0,59,20,15,5,12,14,0.26,6.86,2,1,0,0,89,11,15,,, +pizarju01,1965,1,CHA,AL,6,3,18,18,2,1,0,291,96,37,9,37,65,0.25,3.43,3,4,1,0,419,0,42,,, +pleisbi01,1965,1,MIN,AL,4,4,41,2,0,0,4,154,49,17,3,27,33,0.25,2.98,5,2,0,1,229,16,20,,, +podrejo01,1965,1,LAN,NL,7,6,27,22,2,1,1,402,126,51,17,39,63,0.24,3.43,4,6,2,0,560,4,57,,, +priddbo01,1965,1,SFN,NL,1,0,8,0,0,0,0,31,6,2,1,2,7,0.17,1.74,0,1,0,0,38,4,2,,, +purdijo01,1965,1,LAN,NL,2,1,11,2,0,0,0,68,26,17,8,13,16,0.28,6.75,3,2,0,0,106,1,19,,, +purkebo01,1965,1,SLN,NL,10,9,32,17,3,1,2,373,148,80,20,33,39,0.29,5.79,4,2,7,1,549,10,83,,, +radatdi01,1965,1,BOS,AL,9,11,63,0,0,0,22,373,104,54,11,53,121,0.22,3.91,11,1,5,1,526,56,57,,, +rakowed01,1965,1,DET,AL,0,0,6,0,0,0,0,40,14,9,2,11,10,0.28,6.08,0,1,0,0,64,0,11,,, +ramospe01,1965,1,NYA,AL,5,5,65,0,0,0,19,277,80,30,7,27,68,0.23,2.92,9,0,1,0,374,42,34,,, +rayji01,1965,1,HOU,NL,0,2,3,2,0,0,0,23,11,9,1,6,7,0.35,10.57,0,0,0,0,38,1,9,,, +raymocl01,1965,1,HOU,NL,7,4,33,7,2,0,5,289,87,31,6,16,79,0.24,2.9,2,4,5,0,387,16,35,,, +reedho01,1965,1,LAN,NL,7,5,38,5,0,0,1,234,73,27,6,27,47,0.24,3.12,6,6,3,0,334,13,31,,, +reganph01,1965,1,DET,AL,1,5,16,7,1,0,0,155,57,29,6,20,37,0.28,5.05,1,2,0,0,228,4,31,,, +renifha01,1965,1,NYA,AL,3,4,51,0,0,0,3,256,74,36,4,48,74,0.23,3.8,7,6,5,0,376,19,40,,, +ribande01,1965,1,NYN,NL,1,3,19,1,0,0,3,106,29,15,5,6,13,0.22,3.82,0,1,0,0,136,11,16,,, +richago01,1965,1,NYN,NL,2,2,35,0,0,0,2,157,41,22,5,16,43,0.22,3.78,2,2,2,0,206,14,27,,, +richepe01,1965,1,WS2,AL,15,12,34,29,6,0,0,582,146,56,18,84,161,0.21,2.6,7,9,2,1,794,3,64,,, +ridzist01,1965,1,WS2,AL,6,4,63,0,0,0,8,329,108,49,18,43,72,0.25,4.02,4,3,7,0,480,25,61,,, +ritchja01,1965,1,BOS,AL,1,2,44,0,0,0,2,213,83,25,3,26,55,0.3,3.17,5,0,1,1,311,24,30,,, +roberro01,1965,1,BAL,AL,5,7,20,15,5,1,0,344,110,43,17,20,63,0.25,3.38,3,1,1,0,469,2,51,,, +roberro01,1965,2,HOU,NL,5,2,10,10,3,2,0,228,61,16,1,10,34,0.21,1.89,1,1,0,0,293,0,22,,, +roebued01,1965,1,PHI,NL,5,3,44,0,0,0,3,151,55,19,2,15,29,0.28,3.4,5,3,5,0,222,23,27,,, +roggega01,1965,1,MIN,AL,1,0,12,0,0,0,2,63,21,8,1,12,6,0.26,3.43,2,2,0,0,95,3,10,,, +roweke01,1965,1,BAL,AL,0,0,6,0,0,0,0,40,17,5,0,2,3,0.32,3.38,1,2,0,0,60,3,5,,, +sadecra01,1965,1,SLN,NL,6,15,36,28,4,0,1,518,192,100,26,64,122,0.28,5.21,4,6,0,0,754,3,107,,, +sadowbo02,1965,1,ML1,NL,5,9,34,13,3,0,3,369,117,59,11,35,78,0.25,4.32,5,3,3,0,511,3,62,,, +sanfoja02,1965,1,SFN,NL,4,5,23,16,0,0,2,273,92,40,11,30,43,0.25,3.96,7,4,7,1,402,4,50,,, +sanfoja02,1965,2,CAL,AL,1,2,9,5,0,0,1,88,35,15,2,10,13,0.32,4.6,1,2,0,1,123,2,16,,, +santijo02,1965,1,KC1,AL,0,0,4,0,0,0,0,15,8,5,1,4,8,0.36,9,2,0,0,0,28,1,5,,, +schulba01,1965,1,SLN,NL,2,2,34,0,0,0,2,127,39,18,8,11,38,0.24,3.83,3,1,0,0,175,18,22,,, +schwado01,1965,1,PIT,NL,9,6,43,1,0,0,4,231,77,25,5,30,55,0.26,2.92,4,5,2,0,325,19,37,,, +sealejo01,1965,1,DET,AL,0,0,4,0,0,0,0,9,7,4,1,2,3,0.5,12,0,0,0,0,18,0,4,,, +seguidi01,1965,1,KC1,AL,5,15,40,25,5,1,0,489,166,84,18,67,119,0.26,4.64,3,7,2,1,713,2,102,,, +selmadi01,1965,1,NYN,NL,2,1,4,4,1,1,0,80,22,11,2,9,26,0.22,3.71,0,0,1,0,108,0,11,,, +sembeca01,1965,1,HOU,NL,0,1,2,1,0,0,0,22,5,3,0,3,4,0.18,3.68,0,0,0,0,30,0,3,,, +shawbo01,1965,1,SFN,NL,16,9,42,33,6,1,2,705,213,69,17,53,148,0.23,2.64,5,9,3,1,969,5,85,,, +sheldro01,1965,1,NYA,AL,0,0,3,0,0,0,0,19,5,1,0,1,7,0.23,1.42,0,0,0,0,24,1,1,,, +sheldro01,1965,2,KC1,AL,10,8,32,29,4,1,0,560,180,82,22,56,105,0.25,3.95,3,9,7,1,788,1,86,,, +sherrla01,1965,1,DET,AL,3,6,39,0,0,0,5,235,71,27,5,40,46,0.25,3.1,10,6,1,1,334,21,30,,, +shortch02,1965,1,PHI,NL,18,11,47,40,15,5,2,892,260,93,18,89,237,0.23,2.82,8,5,5,0,1216,3,102,,, +siebeso01,1965,1,CLE,AL,16,8,39,27,4,1,1,566,139,51,14,46,191,0.2,2.43,2,3,5,1,742,5,58,,, +siebldw01,1965,1,MIN,AL,0,0,7,1,0,0,0,45,11,7,2,11,15,0.19,4.2,0,1,0,0,68,1,7,,, +simmocu01,1965,1,SLN,NL,9,15,34,32,5,0,0,609,229,92,19,54,96,0.28,4.08,8,5,4,0,881,1,104,,, +singebi01,1965,1,LAN,NL,0,0,2,0,0,0,0,3,2,0,0,2,1,0.4,0,0,0,0,0,7,0,0,,, +siskto01,1965,1,PIT,NL,7,3,38,12,1,1,0,334,103,42,6,50,66,0.24,3.4,7,7,1,0,477,9,48,,, +spahnwa01,1965,1,NYN,NL,4,12,20,19,5,0,0,378,140,61,18,35,56,0.28,4.36,1,1,2,0,543,1,70,,, +spahnwa01,1965,2,SFN,NL,3,4,16,11,3,0,0,215,70,27,8,21,34,0.25,3.39,1,1,1,0,303,2,34,,, +sparmjo01,1965,1,DET,AL,13,8,30,28,6,0,0,501,142,59,13,75,127,0.22,3.18,5,7,3,0,713,1,69,,, +sprinja01,1965,1,CLE,AL,1,2,14,0,0,0,0,65,21,9,2,10,9,0.25,3.74,1,0,0,0,94,7,9,,, +staffbi01,1965,1,NYA,AL,3,8,22,15,1,0,0,334,93,44,16,31,71,0.22,3.56,4,2,2,0,449,4,45,,, +stalltr01,1965,1,SLN,NL,11,8,40,26,4,1,0,583,172,73,25,70,99,0.23,3.38,4,8,6,0,824,3,83,,, +stangle01,1965,1,CLE,AL,8,4,41,12,4,2,0,396,122,49,13,26,80,0.24,3.34,6,1,1,0,532,6,50,,, +starrhe01,1965,1,BAL,AL,0,0,4,0,0,0,0,27,8,1,0,3,3,0.25,1,0,0,0,0,36,1,3,,, +steevmo01,1965,1,PHI,NL,0,1,6,0,0,0,0,8,5,5,1,4,3,0.41,16.88,0,2,0,0,16,1,5,,, +stephje01,1965,1,BOS,AL,1,5,15,8,0,0,0,156,62,36,7,33,49,0.28,6.23,0,4,1,0,253,2,41,,, +stigmdi01,1965,1,MIN,AL,4,2,33,8,0,0,4,210,59,34,14,33,70,0.22,4.37,3,5,0,0,296,12,34,,, +stockwe01,1965,1,KC1,AL,0,4,62,2,0,0,4,299,96,58,18,40,52,0.25,5.24,2,1,4,0,436,23,62,,, +stottme01,1965,1,NYA,AL,20,9,37,37,18,4,0,873,250,85,18,88,155,0.23,2.63,3,5,7,0,1188,0,99,,, +suklaed01,1965,1,CAL,AL,2,3,25,0,0,0,3,96,32,16,3,10,15,0.26,4.5,2,0,1,0,136,15,16,,, +sutheda01,1965,1,NYN,NL,3,1,18,2,0,0,0,144,33,15,4,17,16,0.19,2.81,2,1,4,0,191,6,16,,, +talbofr01,1965,1,KC1,AL,10,12,39,33,2,1,0,594,188,91,25,86,117,0.25,4.14,3,7,6,1,856,3,96,,, +tayloro01,1965,1,SLN,NL,2,1,25,0,0,0,1,131,43,22,6,15,26,0.26,4.53,4,1,1,0,185,9,24,,, +tayloro01,1965,2,HOU,NL,1,5,32,1,0,0,4,173,68,41,5,16,37,0.3,6.4,6,2,5,0,254,20,42,,, +terryra01,1965,1,CLE,AL,11,6,30,26,6,2,0,497,154,68,22,23,84,0.24,3.69,3,0,1,0,668,1,77,,, +tiantlu01,1965,1,CLE,AL,11,11,41,30,10,2,1,589,166,77,20,66,152,0.22,3.53,3,2,3,0,812,4,88,,, +tiefebo01,1965,1,ML1,NL,0,1,6,0,0,0,0,21,8,6,1,3,7,0.28,7.71,1,1,1,0,34,6,7,,, +tiefebo01,1965,2,NYA,AL,1,1,10,0,0,0,2,61,19,8,3,5,15,0.25,3.54,1,0,1,0,84,5,10,,, +tiefebo01,1965,3,CLE,AL,0,5,15,0,0,0,4,67,24,12,3,10,13,0.27,4.84,3,1,1,0,103,10,17,,, +tompkro01,1965,1,KC1,AL,0,0,5,1,0,0,0,31,9,4,0,3,4,0.23,3.48,0,1,1,0,43,1,4,,, +tsitojo01,1965,1,CIN,NL,6,9,31,20,3,0,1,393,134,72,18,65,91,0.26,4.95,1,15,9,1,593,4,87,,, +vealebo01,1965,1,PIT,NL,17,12,39,37,14,7,0,798,221,84,5,119,276,0.22,2.84,7,17,7,0,1126,2,98,,, +vonhobr01,1965,1,HOU,NL,0,0,3,0,0,0,0,9,3,3,0,2,1,0.25,9,0,0,0,0,14,2,3,,, +wagnega01,1965,1,PHI,NL,7,7,59,0,0,0,7,315,87,35,6,49,91,0.23,3,8,0,2,0,436,32,43,,, +walkelu01,1965,1,PIT,NL,0,0,2,0,0,0,0,15,2,0,0,1,5,0.11,0,0,1,0,0,18,0,0,,, +wantzdi01,1965,1,CAL,AL,0,0,1,0,0,0,0,3,3,2,0,0,2,0.5,18,0,0,0,0,6,0,2,,, +warneja02,1965,1,CHN,NL,0,1,11,0,0,0,0,47,22,15,1,9,7,0.35,8.62,1,3,0,0,74,4,16,,, +washbra01,1965,1,SLN,NL,9,11,28,16,1,1,2,358,114,48,15,28,67,0.25,3.62,7,3,1,0,490,8,57,,, +weavefl01,1965,1,CLE,AL,2,2,32,1,0,0,1,184,61,37,10,24,37,0.26,5.43,3,2,5,0,268,10,40,,, +wickeda01,1965,1,DET,AL,9,14,34,27,8,3,0,586,179,82,12,61,109,0.24,3.78,6,3,11,1,824,1,91,,, +wilheho01,1965,1,CHA,AL,7,7,66,0,0,0,20,432,88,29,11,32,106,0.17,1.81,7,10,2,0,545,45,34,,, +willeca01,1965,1,NYN,NL,1,2,13,3,1,0,0,84,30,13,2,15,13,0.27,4.18,1,5,2,0,129,5,13,,, +willhni01,1965,1,WS2,AL,0,0,5,0,0,0,0,19,10,5,2,4,3,0.34,7.11,0,1,0,0,33,3,11,,, +willhni01,1965,2,LAN,NL,2,2,15,6,0,0,1,126,47,25,7,22,28,0.28,5.36,1,1,2,0,189,4,26,,, +willist02,1965,1,CLE,AL,0,0,3,0,0,0,0,13,6,3,1,3,1,0.35,6.23,1,0,0,0,21,0,4,,, +willste01,1965,1,CHA,AL,2,0,15,0,0,0,1,57,17,6,2,14,12,0.25,2.84,2,1,1,0,84,3,8,,, +wilsoea01,1965,1,BOS,AL,13,14,36,36,8,1,0,692,221,102,27,77,164,0.25,3.98,4,6,4,0,978,0,119,,, +woodeha01,1965,1,HOU,NL,3,4,27,0,0,0,3,97,27,11,3,18,22,0.22,3.06,5,4,0,1,140,13,13,,, +woodeha01,1965,2,SLN,NL,3,2,51,0,0,0,15,179,47,12,1,27,37,0.22,1.81,11,4,2,0,244,34,14,,, +woodwi01,1965,1,PIT,NL,1,1,34,1,0,0,0,154,44,18,3,16,29,0.23,3.16,3,1,1,0,206,9,21,,, +worthal01,1965,1,MIN,AL,10,7,62,0,0,0,21,241,57,19,4,41,59,0.2,2.13,2,1,3,0,333,38,25,,, +wyattjo02,1965,1,KC1,AL,2,6,65,0,0,0,18,266,78,32,8,53,70,0.24,3.25,12,13,4,0,397,47,36,,, +zachach02,1965,1,HOU,NL,0,2,4,2,0,0,0,32,12,5,0,6,4,0.27,4.22,1,0,0,0,50,0,6,,, +zannido01,1965,1,CIN,NL,0,0,8,0,0,0,0,40,7,2,1,5,10,0.15,1.35,0,0,0,0,50,2,2,,, +abernte02,1966,1,CHN,NL,1,3,20,0,0,0,4,83,26,19,4,17,18,0.25,6.18,1,2,2,0,124,11,19,,, +abernte02,1966,2,ATL,NL,4,4,38,0,0,0,4,196,58,28,5,36,42,0.24,3.86,10,7,0,0,281,25,34,,, +aguirha01,1966,1,DET,AL,3,9,30,14,2,0,0,311,104,44,14,26,50,0.26,3.82,2,3,3,1,436,4,50,,, +akerja01,1966,1,KC1,AL,8,4,66,0,0,0,32,339,81,25,7,28,68,0.2,1.99,10,0,3,0,442,57,27,,, +allenbo04,1966,1,CLE,AL,2,2,36,0,0,0,5,154,56,24,2,13,33,0.27,4.21,6,5,2,0,227,23,27,,, +arlicdo01,1966,1,HOU,NL,0,1,7,0,0,0,0,12,11,7,0,4,1,0.47,15.75,0,1,1,0,28,1,9,,, +arrigge01,1966,1,CIN,NL,0,0,3,0,0,0,0,22,7,4,2,3,3,0.25,4.91,0,1,0,0,32,1,4,,, +arrigge01,1966,2,NYN,NL,3,3,17,5,0,0,0,130,47,18,5,16,28,0.27,3.74,2,1,0,0,194,5,20,,, +austde01,1966,1,SLN,NL,0,1,9,0,0,0,1,29,12,7,1,6,7,0.3,6.52,2,0,0,0,46,5,7,,, +bahnsst01,1966,1,NYA,AL,1,1,4,3,1,0,1,69,15,9,3,7,16,0.18,3.52,0,3,0,0,90,1,9,,, +baldsja01,1966,1,CIN,NL,1,5,42,0,0,0,0,172,71,35,4,25,44,0.31,5.49,8,5,4,0,260,20,35,,, +baldwda01,1966,1,WS2,AL,0,0,4,0,0,0,0,21,8,3,0,1,4,0.26,3.86,0,0,0,0,31,3,3,,, +barbest01,1966,1,BAL,AL,10,5,25,22,5,3,0,400,104,34,6,49,91,0.21,2.3,1,7,3,1,537,1,38,,, +barnoed01,1966,1,BAL,AL,0,0,2,0,0,0,0,9,4,1,0,1,2,0.36,3,0,0,0,0,13,1,1,,, +bearnla01,1966,1,NYN,NL,2,3,29,1,0,0,0,164,59,27,11,20,27,0.28,4.45,6,2,1,0,238,12,31,,, +belinbo01,1966,1,PHI,NL,0,2,9,1,0,0,0,46,14,5,3,5,8,0.25,2.93,1,1,3,0,64,4,5,,, +bellga01,1966,1,CLE,AL,14,15,40,37,12,0,0,763,211,91,19,79,194,0.22,3.22,3,9,4,0,1028,1,102,,, +bennede01,1966,1,BOS,AL,3,3,16,13,0,0,0,225,75,27,9,23,47,0.26,3.24,2,1,1,0,316,2,30,,, +bertafr01,1966,1,BAL,AL,2,5,16,9,0,0,0,190,52,22,3,36,46,0.22,3.13,2,6,4,0,275,2,29,,, +blancgi01,1966,1,KC1,AL,2,4,11,8,0,0,0,115,31,20,3,36,21,0.23,4.7,1,7,4,0,175,0,26,,, +blasiwa01,1966,1,ATL,NL,3,7,16,12,0,0,0,203,71,40,5,25,34,0.27,5.32,2,9,2,1,290,1,42,,, +blassst01,1966,1,PIT,NL,11,7,34,25,1,0,0,467,173,67,12,46,76,0.28,3.87,1,9,2,0,662,1,80,,, +bolinbo01,1966,1,SFN,NL,11,10,36,34,10,4,1,673,174,72,25,70,143,0.21,2.89,10,6,10,0,919,1,85,,, +bollogr01,1966,1,CHA,AL,0,1,3,1,0,0,0,21,7,2,0,3,4,0.26,2.57,0,0,1,0,30,1,2,,, +boozejo01,1966,1,PHI,NL,0,0,2,2,0,0,0,16,8,4,1,3,5,0.34,6.75,0,0,0,0,27,0,5,,, +bosmadi01,1966,1,WS2,AL,2,6,13,7,0,0,0,117,60,33,4,12,20,0.36,7.62,4,3,0,0,184,2,36,,, +bosweda01,1966,1,MIN,AL,12,5,28,21,8,1,0,508,120,59,19,65,173,0.19,3.14,2,12,5,0,691,3,66,,, +boutoji01,1966,1,NYA,AL,3,8,24,19,3,0,1,361,117,36,13,38,65,0.25,2.69,5,2,1,0,508,3,49,,, +brabege01,1966,1,BAL,AL,4,3,31,1,0,0,2,213,57,28,4,29,62,0.22,3.55,0,6,1,2,287,15,30,,, +brandbu01,1966,1,BOS,AL,8,8,40,17,5,2,2,473,129,58,13,70,101,0.22,3.31,3,5,4,3,660,11,70,,, +breweji01,1966,1,LAN,NL,0,2,13,0,0,0,2,66,17,9,0,11,8,0.22,3.68,0,3,0,0,93,4,9,,, +brilene01,1966,1,SLN,NL,4,15,49,17,0,0,6,462,162,55,14,54,100,0.27,3.21,11,3,7,0,654,17,65,,, +brogler01,1966,1,CHN,NL,2,6,15,11,2,0,1,187,70,44,14,38,34,0.29,6.35,6,1,0,0,282,2,46,,, +brucebo01,1966,1,HOU,NL,3,13,25,23,1,0,0,389,160,77,16,29,71,0.3,5.34,4,1,8,1,574,0,83,,, +brunege01,1966,1,CAL,AL,13,13,41,32,8,2,0,636,183,78,21,106,148,0.23,3.31,8,4,5,4,913,3,88,,, +buhlbo01,1966,1,CHN,NL,0,0,1,1,0,0,0,7,4,4,1,1,1,0.4,15.43,0,0,0,0,12,0,4,,, +buhlbo01,1966,2,PHI,NL,6,8,32,18,1,0,1,396,156,70,10,39,59,0.29,4.77,6,6,4,0,573,8,74,,, +bunkewa01,1966,1,BAL,AL,10,6,29,24,3,0,0,428,151,68,16,48,89,0.26,4.29,2,0,2,0,615,0,74,,, +bunniji01,1966,1,PHI,NL,19,14,43,41,16,5,1,942,260,84,26,55,252,0.22,2.41,8,5,19,1,1254,2,91,,, +burdele01,1966,1,CAL,AL,7,2,54,0,0,0,5,239,80,30,4,12,27,0.26,3.39,2,2,1,2,317,22,32,,, +buzhajo01,1966,1,CHA,AL,6,11,33,22,5,4,1,451,144,64,13,30,66,0.24,3.83,4,3,4,1,626,6,74,,, +cardwdo01,1966,1,PIT,NL,6,6,32,14,1,0,1,305,112,52,15,27,60,0.28,4.6,8,5,6,1,436,4,58,,, +carltst01,1966,1,SLN,NL,3,3,9,9,2,1,0,156,56,18,2,18,25,0.28,3.12,1,2,0,1,223,0,22,,, +carpifr01,1966,1,HOU,NL,1,0,10,0,0,0,0,18,9,5,0,6,2,0.34,7.5,0,0,0,0,33,4,7,,, +carrocl02,1966,1,ATL,NL,8,7,73,3,0,0,11,433,127,38,8,29,67,0.23,2.37,4,10,4,2,585,28,45,,, +chancde01,1966,1,CAL,AL,12,17,41,37,11,2,1,779,206,89,18,114,180,0.22,3.08,9,8,7,0,1067,2,113,,, +cheneto01,1966,1,WS2,AL,0,1,3,1,0,0,0,16,4,3,1,6,3,0.22,5.06,0,1,1,0,25,2,4,,, +churcle01,1966,1,CHN,NL,0,1,4,0,0,0,0,18,10,5,1,7,3,0.4,7.5,2,0,0,0,35,1,6,,, +ciminpe01,1966,1,MIN,AL,2,5,35,0,0,0,4,194,53,21,4,30,57,0.22,2.92,3,4,1,0,276,16,27,,, +clonito01,1966,1,ATL,NL,14,11,39,38,11,1,1,773,253,118,29,116,178,0.25,4.12,9,27,6,0,1132,1,134,,, +clostal01,1966,1,WS2,AL,0,0,1,0,0,0,0,1,1,0,0,2,0,0.5,0,0,0,0,0,4,1,0,,, +coateji01,1966,1,CAL,AL,1,1,9,4,1,1,0,95,32,14,3,10,16,0.25,3.98,0,1,0,0,135,1,16,,, +colemjo05,1966,1,WS2,AL,1,0,1,1,1,0,0,27,6,2,0,2,4,0.18,2,0,0,0,0,35,0,2,,, +connobi01,1966,1,CHN,NL,0,1,11,0,0,0,0,48,20,13,4,7,3,0.3,7.31,1,1,0,0,75,1,13,,, +coombda01,1966,1,HOU,NL,0,0,2,0,0,0,0,8,4,1,0,0,3,0.33,3.38,0,0,0,0,12,1,1,,, +cosmaji01,1966,1,SLN,NL,1,0,1,1,1,1,0,27,2,0,0,2,5,0.07,0,0,0,1,0,30,0,0,,, +coxca01,1966,1,WS2,AL,4,5,66,0,0,0,7,339,104,44,6,35,46,0.25,3.5,15,3,4,0,471,32,53,,, +craigpe01,1966,1,WS2,AL,0,0,1,0,0,0,0,6,2,1,0,1,1,0.25,4.5,1,0,0,0,10,0,2,,, +craigro01,1966,1,PHI,NL,2,1,14,0,0,0,1,68,31,14,4,5,13,0.32,5.56,1,0,0,0,103,5,15,,, +cuellmi01,1966,1,HOU,NL,12,10,38,28,11,1,2,682,193,56,10,52,175,0.22,2.22,8,9,0,1,913,6,79,,, +culleja01,1966,1,NYA,AL,1,0,5,0,0,0,0,34,11,5,0,5,7,0.25,3.97,2,0,0,0,50,3,5,,, +culpra01,1966,1,PHI,NL,7,4,34,12,1,0,1,332,106,62,19,53,100,0.24,5.04,4,9,7,1,495,11,66,,, +culvege01,1966,1,CLE,AL,0,2,5,1,0,0,0,29,15,9,1,7,6,0.35,8.38,0,0,1,0,51,1,9,,, +davidte01,1966,1,CIN,NL,5,4,54,0,0,0,4,256,82,37,11,23,54,0.25,3.9,2,2,1,0,355,21,41,,, +dennido01,1966,1,SLN,NL,4,2,38,1,0,0,2,179,73,33,8,17,25,0.3,4.98,10,1,1,0,265,14,36,,, +dicksji01,1966,1,KC1,AL,1,0,24,1,0,0,1,111,37,22,4,23,20,0.26,5.35,2,1,0,1,168,11,28,,, +dierkla01,1966,1,HOU,NL,10,8,29,28,8,2,0,561,173,66,17,45,108,0.24,3.18,0,4,1,0,776,0,73,,, +dobsoch01,1966,1,KC1,AL,4,6,14,14,1,0,0,251,71,38,7,50,61,0.23,4.09,0,4,2,0,359,0,41,,, +dowlida01,1966,1,CHN,NL,1,0,1,1,1,0,0,27,10,2,0,0,3,0.27,2,0,0,0,0,37,0,2,,, +downial01,1966,1,NYA,AL,10,11,30,30,1,0,0,600,178,79,23,79,152,0.23,3.56,3,4,1,0,845,0,90,,, +drabomo01,1966,1,BAL,AL,6,0,44,3,0,0,7,288,62,30,10,29,98,0.18,2.81,5,0,1,0,377,17,31,,, +drysddo01,1966,1,LAN,NL,13,16,40,40,11,3,0,821,279,104,21,45,177,0.26,3.42,8,7,17,1,1135,0,114,,, +duckwji01,1966,1,WS2,AL,0,3,5,4,0,0,0,43,14,8,2,10,14,0.25,5.02,1,1,1,0,66,0,12,,, +duckwji01,1966,2,KC1,AL,0,2,8,0,0,0,1,36,14,12,2,10,10,0.29,9,0,1,1,0,59,1,12,,, +earlear01,1966,1,CHN,NL,2,1,13,0,0,0,0,53,14,7,1,9,12,0.22,3.57,0,1,0,0,74,8,11,,, +edgerbi01,1966,1,KC1,AL,0,1,6,1,0,0,0,25,10,3,0,7,3,0.3,3.24,2,1,0,0,41,1,3,,, +egandi02,1966,1,CAL,AL,0,0,11,0,0,0,0,43,17,7,2,6,11,0.3,4.4,2,0,0,1,63,4,7,,, +eilerda01,1966,1,NYN,NL,1,1,23,0,0,0,0,104,39,18,7,7,14,0.28,4.67,2,0,1,0,147,12,18,,, +ellissa01,1966,1,CIN,NL,12,19,41,36,7,0,0,663,226,130,35,78,154,0.26,5.29,8,9,3,2,960,2,135,,, +ellswdi01,1966,1,CHN,NL,8,22,38,37,9,0,0,808,321,119,28,51,144,0.29,3.98,5,5,5,0,1169,0,150,,, +estrach01,1966,1,CHN,NL,1,1,9,1,0,0,0,37,16,10,2,5,3,0.31,7.3,0,1,1,0,59,4,12,,, +facero01,1966,1,PIT,NL,6,6,54,0,0,0,18,210,68,21,9,24,67,0.26,2.7,5,2,1,0,295,42,24,,, +farretu01,1966,1,HOU,NL,6,10,32,21,3,0,2,458,167,78,23,28,101,0.27,4.6,4,1,0,1,645,7,84,,, +faulbi01,1966,1,CHN,NL,1,4,17,6,1,0,0,154,47,29,12,18,32,0.24,5.08,1,3,4,0,220,3,31,,, +fischha01,1966,1,ATL,NL,2,3,14,8,0,0,0,145,55,21,3,14,22,0.29,3.91,1,1,1,0,205,2,23,,, +fischha01,1966,2,CIN,NL,0,6,11,9,0,0,0,114,53,28,3,15,24,0.33,6.63,0,4,3,0,180,0,31,,, +fischha01,1966,3,BOS,AL,2,3,6,5,1,0,0,93,35,10,4,11,26,0.28,2.9,1,1,1,0,135,0,12,,, +fisheed02,1966,1,CHA,AL,1,3,23,0,0,0,6,106,27,9,1,17,18,0.21,2.29,1,2,1,0,147,18,11,,, +fisheed02,1966,2,BAL,AL,5,3,44,0,0,0,13,215,60,21,4,19,39,0.22,2.64,1,4,2,0,291,32,26,,, +fisheja01,1966,1,NYN,NL,11,14,38,33,10,2,0,690,229,94,26,54,127,0.26,3.68,2,12,8,0,960,4,108,,, +fordwh01,1966,1,NYA,AL,2,5,22,9,0,0,0,219,79,20,8,24,43,0.27,2.47,6,1,0,0,318,7,33,,, +foxte01,1966,1,DET,AL,0,1,4,0,0,0,1,30,9,7,3,2,6,0.24,6.3,0,0,0,0,41,1,8,,, +foxte01,1966,2,PHI,NL,3,2,36,0,0,0,4,133,57,22,3,17,22,0.32,4.47,8,3,2,0,201,16,22,,, +frienbo01,1966,1,NYA,AL,1,4,12,8,0,0,0,134,61,24,2,9,22,0.33,4.84,1,0,0,0,197,2,25,,, +frienbo01,1966,2,NYN,NL,5,8,22,12,2,1,1,258,101,42,11,16,30,0.28,4.4,6,0,1,1,373,8,52,,, +frymawo01,1966,1,PIT,NL,12,9,36,28,9,3,1,545,182,77,13,47,105,0.26,3.81,9,2,1,1,752,2,86,,, +gardnro01,1966,1,NYN,NL,4,8,41,17,3,0,1,401,147,76,15,64,74,0.28,5.12,4,8,3,0,597,5,82,,, +garibbo01,1966,1,SFN,NL,0,0,1,0,0,0,0,3,1,0,0,0,0,0.25,0,0,0,0,0,4,0,0,,, +gibbojo01,1966,1,SFN,NL,4,6,37,10,1,0,1,243,86,33,4,16,48,0.27,3.67,1,5,2,0,342,6,41,,, +gibsobo01,1966,1,SLN,NL,21,12,35,35,20,5,0,841,210,76,20,78,225,0.2,2.44,5,12,5,0,1119,0,90,,, +giustda01,1966,1,HOU,NL,15,14,34,33,9,4,0,630,215,98,23,54,131,0.26,4.2,3,14,5,2,892,0,112,,, +gladdfr01,1966,1,DET,AL,5,0,51,0,0,0,2,222,62,27,6,29,57,0.23,3.28,6,4,1,1,304,23,33,,, +grahabi02,1966,1,DET,AL,0,0,1,0,0,0,0,6,2,0,0,0,2,0.25,0,0,0,0,0,8,0,0,,, +grantmu01,1966,1,MIN,AL,13,13,35,35,10,3,0,747,248,90,23,49,110,0.26,3.25,2,5,6,0,1031,0,104,,, +greenda02,1966,1,NYN,NL,0,0,4,0,0,0,0,15,6,3,2,2,1,0.33,5.4,1,0,0,0,21,2,3,,, +grillgu01,1966,1,BOS,AL,0,1,6,0,0,0,0,14,5,4,1,9,4,0.27,7.71,0,0,0,0,27,0,6,,, +grillgu01,1966,2,KC1,AL,0,1,16,0,0,0,1,47,19,12,0,11,8,0.3,6.89,4,2,3,0,77,6,15,,, +grzenjo01,1966,1,KC1,AL,0,2,21,0,0,0,0,66,28,8,1,12,14,0.33,3.27,3,0,0,1,99,6,8,,, +halldi01,1966,1,BAL,AL,6,2,32,0,0,0,7,198,59,29,8,8,44,0.23,3.95,4,0,3,0,268,20,30,,, +hamilja01,1966,1,NYN,NL,6,13,57,13,3,1,13,446,138,65,13,88,93,0.24,3.93,4,18,5,0,662,29,89,,, +hamilst01,1966,1,NYA,AL,8,3,44,3,1,1,3,270,69,30,8,22,57,0.21,3,3,1,3,0,353,17,32,,, +handrve01,1966,1,KC1,AL,0,1,16,1,0,0,1,76,20,12,5,15,18,0.22,4.26,1,3,1,0,106,5,12,,, +handsbi01,1966,1,CHN,NL,8,13,41,26,0,0,2,477,168,81,17,59,93,0.27,4.58,6,4,5,2,698,10,91,,, +hannaji01,1966,1,WS2,AL,3,9,30,18,2,0,0,342,125,54,9,59,68,0.28,4.26,5,5,3,1,511,3,58,,, +hargast01,1966,1,CLE,AL,13,10,38,21,7,3,0,576,173,53,9,45,132,0.24,2.48,8,8,1,0,776,3,60,,, +hartech01,1966,1,CHN,NL,0,0,5,0,0,0,0,28,8,2,0,3,4,0.22,1.93,0,0,1,0,40,3,2,,, +heffnbo01,1966,1,CLE,AL,0,1,5,1,0,0,0,39,12,5,1,3,7,0.24,3.46,0,1,0,0,54,3,6,,, +hendlbo01,1966,1,CHN,NL,4,5,43,6,0,0,7,269,98,39,10,39,65,0.28,3.91,6,5,0,0,394,21,46,,, +henrybi01,1966,1,SFN,NL,1,1,35,0,0,0,1,66,15,6,3,10,15,0.19,2.45,3,1,1,1,93,9,6,,, +henrybi02,1966,1,NYA,AL,0,0,2,0,0,0,0,9,0,0,0,2,3,0,0,0,0,0,1,11,0,0,,, +heplebi01,1966,1,NYN,NL,3,3,37,3,0,0,0,207,71,27,3,51,25,0.27,3.52,6,9,3,0,318,13,30,,, +herbera01,1966,1,PHI,NL,2,5,23,2,0,0,2,151,55,24,7,14,15,0.29,4.29,2,1,1,0,210,9,26,,, +herbero01,1966,1,SFN,NL,4,5,32,18,0,0,1,389,149,60,15,39,55,0.29,4.16,9,8,2,1,562,3,70,,, +hickmje01,1966,1,KC1,AL,0,0,1,0,0,0,0,3,0,0,0,1,0,0,0,0,0,0,0,3,1,0,,, +higgide01,1966,1,CHA,AL,1,0,42,1,0,0,5,279,66,26,9,33,86,0.2,2.52,4,8,5,2,372,13,27,,, +hillejo01,1966,1,DET,AL,0,0,1,0,0,0,0,6,2,2,0,2,1,0.28,9,0,0,0,0,10,1,2,,, +hippahe01,1966,1,ATL,NL,0,1,3,0,0,0,0,8,6,4,0,1,1,0.46,13.5,0,0,0,0,15,1,5,,, +hoeftbi01,1966,1,CHN,NL,1,2,36,0,0,0,3,123,43,21,4,14,30,0.26,4.61,3,2,1,0,180,18,28,,, +hoeftbi01,1966,2,SFN,NL,0,2,4,0,0,0,0,11,4,3,0,3,3,0.25,7.36,1,0,0,0,19,1,3,,, +hoernjo01,1966,1,SLN,NL,5,1,57,0,0,0,13,228,57,13,5,21,63,0.21,1.54,8,1,4,1,303,39,16,,, +holtzke01,1966,1,CHN,NL,11,16,34,33,9,0,0,662,194,93,27,68,171,0.23,3.79,6,8,4,1,912,0,104,,, +horlejo01,1966,1,CHA,AL,10,13,37,29,4,2,1,633,185,57,14,53,124,0.23,2.43,11,14,6,0,864,3,64,,, +howarbr01,1966,1,CHA,AL,9,5,27,21,4,2,0,447,110,38,14,44,85,0.2,2.3,2,8,1,0,593,3,48,,, +hughedi01,1966,1,SLN,NL,2,1,6,2,1,1,1,63,12,4,0,7,20,0.16,1.71,3,0,2,0,85,3,4,,, +humphbo01,1966,1,WS2,AL,7,3,58,1,0,0,3,335,91,35,6,28,88,0.22,2.82,5,2,4,2,439,15,38,,, +hunteca01,1966,1,KC1,AL,9,11,30,25,4,0,0,530,158,79,17,64,103,0.23,4.02,4,2,2,2,740,0,87,,, +jacksal01,1966,1,SLN,NL,13,15,36,30,11,3,0,698,222,65,18,45,90,0.25,2.51,10,4,3,1,950,2,82,,, +jacksgr01,1966,1,PHI,NL,0,0,2,0,0,0,0,5,2,1,0,3,0,0.33,5.4,0,0,0,0,9,0,1,,, +jacksla01,1966,1,CHN,NL,0,2,3,2,0,0,0,24,14,12,3,4,5,0.36,13.5,0,0,0,0,43,0,13,,, +jacksla01,1966,2,PHI,NL,15,13,35,33,12,5,0,741,243,82,22,58,107,0.25,2.99,5,3,5,0,1014,1,93,,, +jarvipa01,1966,1,ATL,NL,6,2,10,9,3,1,0,187,46,16,1,12,41,0.2,2.31,2,0,1,0,238,0,16,,, +jastela01,1966,1,SLN,NL,11,5,26,21,6,5,0,455,124,55,17,45,92,0.22,3.26,5,3,5,0,608,1,57,,, +jayjo01,1966,1,CIN,NL,6,2,12,10,1,1,0,221,78,32,8,23,44,0.27,3.91,1,3,3,0,313,0,33,,, +jayjo01,1966,2,ATL,NL,0,4,9,8,0,0,1,89,39,26,4,20,19,0.31,7.89,3,2,1,0,148,1,29,,, +jenkife01,1966,1,PHI,NL,0,0,1,0,0,0,0,7,3,1,0,1,2,0.27,3.86,1,0,0,0,12,0,2,,, +jenkife01,1966,2,CHN,NL,6,8,60,12,2,1,5,546,147,67,24,51,148,0.21,3.31,11,1,3,1,740,22,75,,, +johnske02,1966,1,ATL,NL,14,8,32,31,11,2,0,647,213,79,24,46,105,0.26,3.3,6,1,0,1,872,0,89,,, +johnto01,1966,1,CHA,AL,14,11,34,33,10,5,0,669,195,65,13,57,138,0.23,2.62,4,10,7,1,904,0,76,,, +kaatji01,1966,1,MIN,AL,25,13,41,41,19,3,0,914,271,93,29,55,205,0.23,2.75,4,12,3,0,1227,0,114,,, +kelledi01,1966,1,ATL,NL,7,5,20,13,2,2,0,243,75,29,6,21,50,0.24,3.22,2,4,3,0,333,1,36,,, +kellero01,1966,1,MIN,AL,0,0,2,0,0,0,0,16,7,3,1,1,1,0.31,5.06,0,0,0,0,24,0,4,,, +kelleto01,1966,1,CLE,AL,4,8,31,7,1,0,0,286,97,46,14,42,64,0.26,4.34,1,2,0,0,417,5,55,,, +kelsobi01,1966,1,CAL,AL,1,1,5,0,0,0,0,34,11,3,1,6,11,0.24,2.38,1,0,1,0,52,1,3,,, +klagefr01,1966,1,CHA,AL,1,0,3,3,0,0,0,47,9,3,0,7,6,0.16,1.72,0,2,0,0,62,0,4,,, +klinero01,1966,1,WS2,AL,6,4,63,0,0,0,23,271,79,24,12,17,46,0.23,2.39,7,0,0,0,355,46,32,,, +klippjo01,1966,1,MIN,AL,1,1,26,0,0,0,3,119,35,15,2,20,26,0.23,3.4,2,1,2,0,172,16,15,,, +knowlda01,1966,1,PHI,NL,6,5,69,0,0,0,13,301,98,34,4,46,88,0.26,3.05,10,5,7,1,440,39,38,,, +kooncca01,1966,1,CHN,NL,5,5,45,5,0,0,2,326,113,46,13,35,65,0.26,3.81,9,2,1,0,472,14,57,,, +kopliho01,1966,1,WS2,AL,0,0,1,0,0,0,0,6,0,0,0,1,0,0,0,0,0,0,0,5,0,0,,, +koringe01,1966,1,DET,AL,0,0,2,0,0,0,0,9,1,0,0,3,2,0.09,0,0,0,1,0,15,2,0,,, +koufasa01,1966,1,LAN,NL,27,9,41,41,27,5,0,969,241,62,19,77,317,0.2,1.73,4,7,0,0,1274,0,74,,, +kralija01,1966,1,CLE,AL,3,4,27,4,0,0,0,205,69,29,9,20,31,0.26,3.82,8,3,1,0,288,8,30,,, +krausle02,1966,1,KC1,AL,14,9,36,22,4,1,3,533,144,59,8,63,87,0.22,2.99,8,6,6,0,733,6,69,,, +kreutfr01,1966,1,WS2,AL,0,5,9,6,0,0,0,94,30,21,9,10,24,0.23,6.03,1,4,1,0,138,1,24,,, +krollga01,1966,1,HOU,NL,0,0,10,0,0,0,0,71,26,10,2,11,22,0.28,3.8,0,2,0,1,108,2,10,,, +lamabja01,1966,1,CHA,AL,7,9,34,17,3,2,0,364,116,53,9,35,67,0.25,3.93,1,5,1,1,505,1,55,,, +latmaba01,1966,1,HOU,NL,2,7,31,9,1,1,1,309,88,31,5,35,74,0.23,2.71,4,5,7,0,427,5,42,,, +lawve01,1966,1,PIT,NL,12,8,31,28,8,4,0,533,203,80,19,24,88,0.29,4.05,1,0,4,1,737,2,85,,, +leebo01,1966,1,CAL,AL,5,4,61,0,0,0,16,305,90,31,8,31,46,0.23,2.74,2,2,1,1,421,39,39,,, +leedo01,1966,1,HOU,NL,2,0,9,0,0,0,0,54,17,5,1,4,9,0.25,2.5,1,2,0,0,74,4,5,,, +leedo01,1966,2,CHN,NL,2,1,16,0,0,0,0,57,28,15,3,12,7,0.34,7.11,1,1,0,0,96,8,19,,, +lemasde01,1966,1,ATL,NL,11,8,27,27,10,3,0,513,170,71,25,41,139,0.25,3.74,5,6,1,0,710,0,78,,, +lindbpa01,1966,1,KC1,AL,5,10,38,14,0,0,1,363,138,56,14,37,69,0.29,4.17,10,0,3,0,520,6,63,,, +linesdi01,1966,1,WS2,AL,5,2,53,0,0,0,2,249,63,21,4,24,49,0.21,2.28,7,2,1,0,326,20,23,,, +linzyfr01,1966,1,SFN,NL,7,11,51,0,0,0,16,301,107,33,4,34,57,0.27,2.96,9,0,2,0,438,34,40,,, +lockebo02,1966,1,CHA,AL,9,8,56,0,0,0,12,285,73,26,2,23,70,0.2,2.46,13,0,5,0,384,35,32,,, +lolicmi01,1966,1,DET,AL,14,14,40,33,5,1,3,611,204,108,24,83,173,0.25,4.77,8,11,6,1,894,4,119,,, +lonboji01,1966,1,BOS,AL,10,10,45,23,3,1,2,545,173,78,18,55,131,0.24,3.86,5,7,7,2,769,7,86,,, +lopezma01,1966,1,CAL,AL,7,14,37,32,6,2,1,597,188,87,20,68,132,0.25,3.93,2,12,9,0,842,2,95,,, +lopezra01,1966,1,CAL,AL,0,1,4,1,0,0,0,21,4,4,1,4,2,0.15,5.14,0,1,0,1,30,1,5,,, +magripe01,1966,1,BOS,AL,0,1,3,1,0,0,0,22,8,8,0,8,3,0.3,9.82,0,1,1,0,37,1,9,,, +mahafar01,1966,1,SLN,NL,1,4,12,5,0,0,1,105,37,25,7,21,19,0.27,6.43,4,5,1,0,159,1,27,,, +malonji01,1966,1,CIN,NL,16,8,32,32,10,5,0,674,174,70,18,90,216,0.21,2.8,4,8,10,0,930,0,75,,, +maricju01,1966,1,SFN,NL,25,6,37,36,25,4,0,922,228,76,32,36,222,0.2,2.23,3,3,5,0,1180,1,88,,, +mcbeaal01,1966,1,PIT,NL,4,3,47,0,0,0,3,260,95,31,9,24,54,0.28,3.22,6,1,2,1,369,17,38,,, +mccoobi01,1966,1,CIN,NL,8,8,57,0,0,0,18,316,76,29,5,41,104,0.2,2.48,7,4,3,0,424,45,32,,, +mccormi03,1966,1,WS2,AL,11,14,41,32,8,3,0,648,193,83,23,51,101,0.23,3.46,8,6,2,1,884,5,98,,, +mcdanli01,1966,1,SFN,NL,10,5,64,0,0,0,6,365,103,36,5,35,93,0.22,2.66,9,2,0,0,495,32,48,,, +mcdowsa01,1966,1,CLE,AL,9,8,35,28,8,5,3,583,130,62,12,102,225,0.18,2.87,3,5,6,1,806,5,66,,, +mcgloji01,1966,1,CAL,AL,3,1,19,11,0,0,0,203,79,34,9,19,41,0.29,4.52,0,6,1,1,294,4,37,,, +mcgratu01,1966,1,NYN,NL,2,9,15,12,1,0,0,187,72,37,11,25,34,0.29,5.34,2,4,0,0,276,0,38,,, +mclaide01,1966,1,DET,AL,20,14,38,38,14,4,0,793,205,115,42,104,192,0.21,3.92,3,6,3,0,1080,0,120,,, +mcmahdo02,1966,1,CLE,AL,1,1,12,0,0,0,1,37,8,4,1,6,5,0.19,2.92,0,1,0,0,50,5,4,,, +mcmahdo02,1966,2,BOS,AL,8,7,49,0,0,0,9,234,65,23,7,38,57,0.23,2.65,8,4,3,0,334,26,29,,, +mcnalda01,1966,1,BAL,AL,13,6,34,33,5,1,0,639,212,75,22,64,158,0.25,3.17,1,9,4,1,905,0,91,,, +merriji01,1966,1,MIN,AL,7,14,31,18,5,1,3,432,112,54,17,33,124,0.21,3.38,3,4,0,0,570,5,57,,, +mikkepe01,1966,1,PIT,NL,9,8,71,0,0,0,14,378,106,43,8,51,76,0.23,3.07,9,4,5,0,515,33,45,,, +millebo04,1966,1,LAN,NL,4,2,46,0,0,0,5,253,70,26,5,29,58,0.23,2.77,7,4,1,0,344,12,31,,, +millejo03,1966,1,BAL,AL,4,8,23,16,0,0,0,302,92,53,15,58,81,0.24,4.74,3,3,0,0,444,2,59,,, +millela01,1966,1,NYN,NL,0,2,4,1,0,0,0,25,9,7,3,4,7,0.27,7.56,0,0,0,0,37,1,7,,, +millest01,1966,1,BAL,AL,9,4,51,0,0,0,18,276,65,23,5,22,67,0.2,2.25,6,1,4,0,359,33,24,,, +moelljo01,1966,1,LAN,NL,2,4,29,8,0,0,0,236,73,22,4,14,31,0.24,2.52,8,4,3,0,326,7,31,,, +monbobi01,1966,1,DET,AL,7,8,30,14,2,1,0,308,120,54,14,22,61,0.29,4.73,4,1,3,0,444,7,60,,, +monteau01,1966,1,KC1,AL,0,0,6,0,0,0,0,38,12,4,0,7,3,0.26,2.84,0,0,0,0,54,1,4,,, +monteau01,1966,2,HOU,NL,0,0,10,0,0,0,1,46,14,8,1,11,7,0.24,4.7,1,1,0,0,71,6,8,,, +mooreba01,1966,1,WS2,AL,3,3,12,11,1,0,0,187,55,26,3,39,28,0.24,3.75,2,4,1,0,271,1,26,,, +morehda01,1966,1,BOS,AL,1,2,12,5,0,0,0,84,31,17,7,7,20,0.27,5.46,0,3,0,0,122,3,17,,, +morrijo06,1966,1,PHI,NL,1,1,13,0,0,0,0,41,15,8,2,3,8,0.27,5.27,1,1,1,0,58,4,8,,, +narumbu01,1966,1,WS2,AL,0,0,3,0,0,0,0,10,11,8,2,4,0,0.57,21.6,0,0,0,0,25,1,9,,, +nashji01,1966,1,KC1,AL,12,1,18,17,5,0,1,381,95,29,6,47,98,0.2,2.06,3,4,0,0,516,1,32,,, +navarju01,1966,1,DET,AL,0,0,1,0,0,0,0,0,2,3,2,0,0,1,,0,0,1,0,3,0,3,,, +newmafr01,1966,1,CAL,AL,4,7,21,19,1,0,0,308,112,54,7,31,42,0.28,4.73,2,5,6,0,433,1,54,,, +niekrph01,1966,1,ATL,NL,4,3,28,0,0,0,2,151,48,23,4,23,17,0.24,4.11,5,3,2,0,224,10,32,,, +normafr01,1966,1,CHN,NL,0,0,2,0,0,0,0,12,5,2,0,2,6,0.31,4.5,1,0,0,0,18,1,2,,, +nottedo01,1966,1,CIN,NL,5,4,59,1,0,0,11,334,97,38,11,43,69,0.23,3.07,5,4,2,0,467,28,45,,, +nuxhajo01,1966,1,CIN,NL,6,8,35,16,2,1,0,390,136,65,14,42,71,0.27,4.5,7,2,9,1,564,4,71,,, +nyeri01,1966,1,CHN,NL,0,2,3,2,0,0,0,51,16,4,1,7,9,0.25,2.12,2,0,0,0,71,0,4,,, +odellbi01,1966,1,ATL,NL,2,3,24,0,0,0,6,124,44,11,3,18,20,0.27,2.4,1,0,2,0,183,15,14,,, +odellbi01,1966,2,PIT,NL,3,2,37,2,0,0,4,214,74,22,3,23,47,0.27,2.78,1,2,4,1,304,11,24,,, +odombl01,1966,1,KC1,AL,5,5,14,14,4,2,0,271,70,25,1,53,47,0.21,2.49,2,7,2,0,387,0,31,,, +odonojo01,1966,1,CLE,AL,6,8,32,13,2,0,0,324,109,46,13,23,49,0.26,3.83,2,1,2,0,448,8,50,,, +olivoch01,1966,1,ATL,NL,5,4,47,0,0,0,7,198,59,31,4,19,41,0.24,4.23,5,4,1,0,275,16,34,,, +ollomji01,1966,1,MIN,AL,0,0,3,1,0,0,0,30,6,4,1,1,11,0.16,3.6,0,0,1,0,38,0,4,,, +ortegph01,1966,1,WS2,AL,12,12,33,31,5,1,0,592,158,86,29,53,121,0.21,3.92,5,5,5,2,793,1,91,,, +osinsda01,1966,1,BOS,AL,4,3,44,1,0,0,2,202,68,27,8,28,44,0.27,3.61,6,1,1,0,285,16,33,,, +osteecl01,1966,1,LAN,NL,17,14,39,38,8,3,0,721,238,76,6,65,137,0.26,2.85,13,5,2,0,1005,1,92,,, +osteeda01,1966,1,CIN,NL,0,2,13,0,0,0,1,45,26,20,3,9,17,0.37,12,2,2,0,1,79,4,21,,, +otoolji01,1966,1,CIN,NL,5,7,25,24,2,0,0,426,139,56,16,49,96,0.25,3.55,6,3,3,1,606,1,65,,, +owensji01,1966,1,HOU,NL,4,7,40,0,0,0,2,150,53,26,5,17,32,0.27,4.68,7,3,1,0,219,27,29,,, +palmeji01,1966,1,BAL,AL,15,10,30,30,6,0,0,625,176,80,21,91,147,0.23,3.46,1,7,0,0,867,0,83,,, +pappami01,1966,1,CIN,NL,12,11,33,32,6,2,0,629,224,100,23,39,133,0.27,4.29,4,7,3,0,876,0,106,,, +pascuca02,1966,1,MIN,AL,8,6,21,19,2,0,0,309,113,56,9,30,56,0.27,4.89,0,3,2,1,447,1,63,,, +penaor01,1966,1,DET,AL,4,2,54,0,0,0,7,324,105,37,16,35,79,0.25,3.08,6,8,5,2,469,18,47,,, +perraro01,1966,1,LAN,NL,6,7,55,0,0,0,7,246,82,29,4,31,50,0.26,3.18,11,2,1,0,354,33,32,,, +perryga01,1966,1,SFN,NL,21,8,36,35,13,3,0,767,242,85,15,40,201,0.24,2.99,3,7,5,0,1035,0,92,,, +perryji01,1966,1,MIN,AL,11,7,33,25,8,1,0,553,149,52,17,53,122,0.22,2.54,4,6,5,0,742,2,61,,, +peterfr01,1966,1,NYA,AL,12,11,34,32,11,2,0,645,196,79,15,40,96,0.24,3.31,6,3,3,0,880,1,89,,, +peterga01,1966,1,CHA,AL,12,10,30,27,11,4,0,614,156,45,11,45,129,0.21,1.98,6,11,3,1,801,3,54,,, +phoebto01,1966,1,BAL,AL,2,1,3,3,2,2,0,66,16,3,0,6,17,0.21,1.23,0,2,0,1,82,0,3,,, +pichero01,1966,1,SLN,NL,1,3,20,0,0,0,2,76,21,12,4,18,21,0.21,4.26,4,2,1,1,119,5,13,,, +pizarju01,1966,1,CHA,AL,8,6,34,9,1,0,3,266,91,37,9,39,42,0.26,3.76,7,2,1,0,386,12,49,,, +pleisbi01,1966,1,MIN,AL,1,2,8,0,0,0,0,28,5,2,1,4,9,0.15,1.93,0,0,0,0,38,4,6,,, +podrejo01,1966,1,LAN,NL,0,0,1,0,0,0,0,5,2,0,0,1,1,0.4,0,1,0,0,0,8,0,0,,, +podrejo01,1966,2,DET,AL,4,5,36,13,2,1,4,323,106,41,12,34,53,0.25,3.43,3,4,1,0,459,12,48,,, +priddbo01,1966,1,SFN,NL,6,3,38,3,0,0,1,273,88,40,8,28,51,0.25,3.96,3,4,3,1,379,10,45,,, +purkebo01,1966,1,PIT,NL,0,1,10,0,0,0,1,59,16,3,0,4,5,0.23,1.37,0,0,0,0,75,6,3,,, +queenme02,1966,1,CIN,NL,0,0,7,0,0,0,1,21,11,5,0,6,9,0.36,6.43,0,0,0,0,37,4,5,,, +radatdi01,1966,1,BOS,AL,0,2,16,0,0,0,4,57,24,10,3,11,19,0.3,4.74,2,0,0,0,92,10,10,,, +radatdi01,1966,2,CLE,AL,0,3,39,0,0,0,10,170,49,29,6,34,49,0.23,4.61,6,5,3,0,253,25,33,,, +ramospe01,1966,1,NYA,AL,3,9,52,1,0,0,13,269,98,36,10,18,58,0.28,3.61,4,3,1,0,377,38,43,,, +rayji01,1966,1,HOU,NL,0,0,1,0,0,0,0,0,0,0,0,1,0,0,,0,0,0,0,1,0,1,,, +raymocl01,1966,1,HOU,NL,7,5,62,0,0,0,16,276,85,32,10,25,73,0.24,3.13,6,7,4,0,386,42,39,,, +reedho01,1966,1,LAN,NL,0,0,1,0,0,0,0,5,1,0,0,0,0,0.16,0,0,0,0,0,6,0,0,,, +reedho01,1966,2,CAL,AL,0,1,19,1,0,0,1,129,39,14,5,15,17,0.24,2.93,2,1,0,0,177,5,14,,, +reedro01,1966,1,ATL,NL,1,1,2,2,0,0,0,25,7,2,1,4,6,0.22,2.16,0,0,0,0,35,0,2,,, +reganph01,1966,1,LAN,NL,14,1,65,0,0,0,21,350,85,21,6,24,88,0.2,1.62,9,4,0,0,445,48,24,,, +renifha01,1966,1,NYA,AL,3,7,56,0,0,0,9,286,80,34,2,49,79,0.22,3.21,8,5,5,0,412,29,37,,, +ribande01,1966,1,NYN,NL,11,9,39,26,10,1,3,565,184,67,20,40,84,0.25,3.2,5,6,1,0,779,6,78,,, +richago01,1966,1,NYN,NL,0,2,15,1,0,0,1,56,24,19,7,6,15,0.31,9.16,1,2,0,0,86,2,19,,, +richepe01,1966,1,WS2,AL,14,14,36,34,7,0,0,737,196,92,36,69,195,0.21,3.37,6,4,1,0,993,0,106,,, +ridzist01,1966,1,PHI,NL,0,0,2,0,0,0,0,7,5,2,0,1,0,0.45,7.71,0,0,0,0,13,1,2,,, +ritchja01,1966,1,ATL,NL,0,1,22,0,0,0,4,106,32,16,3,12,33,0.24,4.08,4,0,0,1,150,9,17,,, +roberri01,1966,1,SFN,NL,0,0,1,0,0,0,0,7,3,2,0,2,2,0.3,7.71,0,0,0,0,12,0,3,,, +roberro01,1966,1,HOU,NL,3,5,13,12,1,1,1,191,79,27,7,10,26,0.3,3.82,0,0,1,0,274,1,31,,, +roberro01,1966,2,CHN,NL,2,3,11,9,1,0,0,145,62,33,8,11,28,0.31,6.14,0,2,0,0,210,2,35,,, +roebued01,1966,1,PHI,NL,0,2,6,0,0,0,0,18,9,4,0,2,5,0.33,6,0,1,0,0,31,2,7,,, +roggega01,1966,1,MIN,AL,1,2,12,0,0,0,1,37,14,8,4,10,3,0.29,5.84,0,0,0,0,60,7,8,,, +roggega01,1966,2,BOS,AL,0,0,1,0,0,0,0,1,1,0,0,1,0,0.5,0,0,0,0,0,3,0,0,,, +rojasmi01,1966,1,CAL,AL,7,4,47,2,0,0,10,253,83,27,9,15,37,0.26,2.88,2,1,1,0,338,22,28,,, +rolanji01,1966,1,MIN,AL,0,0,1,0,0,0,0,6,0,0,0,0,1,0,0,0,0,0,0,6,1,0,,, +rubiojo01,1966,1,CAL,AL,2,1,7,4,1,1,0,82,22,9,2,16,27,0.22,2.96,1,2,1,0,120,0,10,,, +rustedi01,1966,1,NYN,NL,1,2,8,3,1,1,0,72,24,8,1,8,9,0.27,3,0,0,0,0,96,3,10,,, +ryanno01,1966,1,NYN,NL,0,1,2,1,0,0,0,9,5,5,1,3,6,0.35,15,1,1,0,0,17,0,5,,, +sadecra01,1966,1,SLN,NL,2,1,5,3,1,0,0,73,16,6,2,9,21,0.18,2.22,0,1,0,0,96,0,9,,, +sadecra01,1966,2,SFN,NL,3,7,26,19,3,1,0,315,125,63,20,39,62,0.29,5.4,2,5,4,0,476,7,82,,, +sadowbo02,1966,1,BOS,AL,1,1,11,5,0,0,0,100,41,20,4,9,11,0.31,5.4,1,0,1,0,149,2,26,,, +sandeke01,1966,1,BOS,AL,3,6,24,0,0,0,2,142,36,20,2,28,33,0.21,3.8,9,1,2,1,203,12,22,,, +sandeke01,1966,2,KC1,AL,3,4,38,1,0,0,1,196,59,27,7,48,41,0.25,3.72,7,2,1,1,292,13,28,,, +sanfoja02,1966,1,CAL,AL,13,7,50,6,0,0,5,324,108,46,11,27,54,0.27,3.83,6,3,4,1,447,19,51,,, +santijo02,1966,1,BOS,AL,12,13,35,28,7,1,2,516,155,70,17,58,119,0.23,3.66,0,5,2,0,723,3,87,,, +schneda01,1966,1,ATL,NL,0,0,14,0,0,0,0,79,35,10,1,5,11,0.32,3.42,0,1,1,0,117,5,13,,, +schwado01,1966,1,PIT,NL,3,2,11,4,0,0,0,125,31,10,3,21,24,0.2,2.16,2,1,1,0,172,3,13,,, +schwado01,1966,2,ATL,NL,3,3,11,8,0,0,0,136,44,22,2,19,27,0.25,4.37,2,4,2,0,196,2,23,,, +seguidi01,1966,1,WS2,AL,3,7,21,13,1,1,0,216,82,40,8,24,54,0.29,5,1,3,0,0,312,1,42,,, +selmadi01,1966,1,NYN,NL,4,6,30,7,0,0,1,242,84,38,11,39,58,0.27,4.24,5,4,3,0,355,7,47,,, +sembeca01,1966,1,HOU,NL,1,2,24,0,0,0,1,99,36,11,3,16,21,0.28,3,0,3,0,0,144,11,11,,, +shawbo01,1966,1,SFN,NL,1,4,13,6,0,0,0,95,45,22,9,7,21,0.32,6.25,1,3,0,0,148,5,23,,, +shawbo01,1966,2,NYN,NL,11,10,26,25,7,2,0,503,171,73,12,42,104,0.26,3.92,1,8,7,2,710,0,85,,, +sheldro01,1966,1,KC1,AL,4,7,14,13,1,1,0,207,73,24,3,26,26,0.27,3.13,3,2,1,0,302,1,31,,, +sheldro01,1966,2,BOS,AL,1,6,23,10,1,0,0,239,106,44,15,23,38,0.32,4.97,4,3,2,0,361,4,49,,, +shellji01,1966,1,PIT,NL,0,0,2,0,0,0,0,9,3,3,2,3,0,0.3,9,1,0,0,0,13,1,3,,, +sherrla01,1966,1,DET,AL,8,5,55,0,0,0,20,233,66,33,8,36,63,0.23,3.82,2,4,3,0,331,39,38,,, +shortbi01,1966,1,BAL,AL,2,3,6,6,1,1,0,113,34,12,2,10,27,0.23,2.87,0,2,0,0,155,0,15,,, +shortbi01,1966,2,BOS,AL,0,0,8,0,0,0,0,25,10,4,1,2,2,0.29,4.32,0,0,0,0,36,0,6,,, +shortch02,1966,1,PHI,NL,20,10,42,39,19,4,0,816,257,107,28,68,177,0.25,3.54,2,6,9,0,1118,2,120,,, +siebeso01,1966,1,CLE,AL,16,8,34,32,11,1,1,723,193,75,25,62,163,0.22,2.8,3,8,6,1,957,1,89,,, +siebldw01,1966,1,MIN,AL,2,2,23,2,0,0,1,149,47,19,6,14,24,0.25,3.44,2,0,1,0,210,9,26,,, +simmocu01,1966,1,SLN,NL,1,1,10,5,1,0,0,100,35,17,3,14,14,0.26,4.59,2,0,0,0,147,2,17,,, +simmocu01,1966,2,CHN,NL,4,7,19,10,3,1,0,232,79,35,7,21,24,0.26,4.07,3,1,1,0,322,5,39,,, +singebi01,1966,1,LAN,NL,0,0,3,0,0,0,0,12,4,0,0,2,4,0.28,0,0,0,0,1,16,2,0,,, +siskto01,1966,1,PIT,NL,10,5,34,23,4,1,1,450,146,69,14,52,60,0.25,4.14,6,4,4,0,632,3,74,,, +sparmjo01,1966,1,DET,AL,2,7,29,13,0,0,0,275,103,54,14,52,61,0.28,5.3,0,6,3,0,420,4,57,,, +staffbi01,1966,1,KC1,AL,0,4,9,8,0,0,0,119,42,22,2,12,31,0.27,4.99,1,1,2,0,174,0,28,,, +stalltr01,1966,1,SLN,NL,1,5,20,7,0,0,1,157,65,33,9,25,35,0.3,5.68,4,5,2,0,244,1,40,,, +stangle01,1966,1,CLE,AL,1,0,8,2,1,0,0,48,17,5,1,3,8,0.27,2.81,0,0,1,0,66,3,5,,, +stangle01,1966,2,BOS,AL,7,9,28,19,8,2,0,460,140,57,17,43,77,0.24,3.35,9,1,1,0,634,2,65,,, +stephje01,1966,1,BOS,AL,2,5,15,11,1,0,0,199,68,43,6,44,50,0.26,5.83,1,6,1,0,308,0,51,,, +stigmdi01,1966,1,BOS,AL,2,1,34,10,1,1,0,243,85,49,15,46,65,0.26,5.44,5,4,1,0,370,4,51,,, +stockwe01,1966,1,KC1,AL,2,2,35,0,0,0,3,132,30,13,3,21,31,0.19,2.66,3,0,3,0,181,12,15,,, +stottme01,1966,1,NYA,AL,12,20,37,35,9,3,1,753,239,106,18,82,146,0.25,3.8,7,8,1,0,1042,2,116,,, +suklaed01,1966,1,CAL,AL,1,1,12,0,0,0,1,50,18,12,4,6,8,0.28,6.48,0,0,0,0,71,5,12,,, +sutheda01,1966,1,NYN,NL,2,0,31,0,0,0,1,133,60,24,6,25,23,0.33,4.87,8,1,2,0,207,9,25,,, +suttodo01,1966,1,LAN,NL,12,12,37,35,6,2,0,677,192,75,19,52,209,0.22,2.99,6,5,3,0,916,0,82,,, +talbofr01,1966,1,KC1,AL,4,4,11,11,0,0,0,203,65,36,6,28,37,0.24,4.79,6,5,2,0,295,0,39,,, +talbofr01,1966,2,NYA,AL,7,7,23,19,3,0,0,373,123,57,16,45,48,0.26,4.13,3,3,3,1,526,2,59,,, +tayloro01,1966,1,HOU,NL,2,3,36,1,0,0,0,194,89,41,5,10,29,0.33,5.71,4,1,5,0,291,11,47,,, +terryra01,1966,1,KC1,AL,1,5,15,10,0,0,0,192,65,27,7,15,33,0.26,3.8,3,2,1,0,270,0,35,,, +terryra01,1966,2,NYN,NL,0,1,11,1,0,0,1,74,27,13,1,11,14,0.29,4.74,1,0,0,0,104,6,14,,, +tiantlu01,1966,1,CLE,AL,12,11,46,16,7,5,8,465,121,48,16,50,145,0.21,2.79,4,3,2,0,628,22,50,,, +tsitojo01,1966,1,CIN,NL,0,0,1,0,0,0,0,3,3,2,0,1,0,0.75,18,0,0,0,0,6,0,2,,, +umbacar01,1966,1,ATL,NL,0,2,22,3,0,0,0,122,40,14,1,18,23,0.25,3.1,3,3,2,0,179,9,15,,, +upshace01,1966,1,ATL,NL,0,0,1,0,0,0,0,9,0,0,0,3,2,0,0,0,1,0,0,11,0,0,,, +vaughch01,1966,1,ATL,NL,1,0,1,1,0,0,0,21,8,2,0,3,6,0.29,2.57,0,0,0,0,31,0,2,,, +vealebo01,1966,1,PIT,NL,16,12,38,37,12,3,0,805,228,90,18,102,229,0.23,3.02,6,10,5,0,1111,0,99,,, +verbajo01,1966,1,PHI,NL,1,1,17,0,0,0,0,42,12,8,2,10,7,0.22,5.14,3,2,0,0,64,3,9,,, +wagnega01,1966,1,PHI,NL,0,1,5,1,0,0,0,19,8,6,1,5,2,0.33,8.53,0,0,0,1,30,0,6,,, +walkelu01,1966,1,PIT,NL,0,1,10,1,0,0,0,30,8,5,0,15,7,0.2,4.5,2,2,1,0,55,2,9,,, +washbra01,1966,1,SLN,NL,11,9,27,26,4,1,0,510,183,71,15,44,98,0.28,3.76,5,1,1,2,712,1,75,,, +watted01,1966,1,BAL,AL,9,7,43,13,1,0,4,437,123,62,11,44,102,0.23,3.83,1,6,5,1,595,14,67,,, +wickeda01,1966,1,DET,AL,8,3,38,14,3,0,1,422,139,50,14,54,93,0.26,3.2,4,4,8,1,604,11,64,,, +wilheho01,1966,1,CHA,AL,5,2,46,0,0,0,6,244,50,15,6,17,61,0.17,1.66,2,3,1,0,308,30,21,,, +willhni01,1966,1,LAN,NL,0,0,6,0,0,0,0,13,3,1,0,5,4,0.21,2.08,0,1,0,1,19,3,1,,, +williro01,1966,1,SLN,NL,0,0,4,0,0,0,1,9,1,0,0,1,2,0.1,0,1,0,0,0,11,1,0,,, +wilsodo01,1966,1,HOU,NL,1,0,1,0,0,0,0,18,5,2,1,1,7,0.23,3,0,0,0,0,22,0,2,,, +wilsoea01,1966,1,BOS,AL,5,5,15,14,5,1,0,302,88,43,14,36,67,0.23,3.84,2,4,2,0,418,1,45,,, +wilsoea01,1966,2,DET,AL,13,6,23,23,8,2,0,490,126,47,16,38,133,0.21,2.59,1,5,4,0,641,0,49,,, +wiseri01,1966,1,PHI,NL,5,6,22,13,3,0,0,298,100,41,5,24,58,0.26,3.71,3,0,3,0,416,3,50,,, +womacdo01,1966,1,NYA,AL,7,3,42,1,0,0,4,225,52,22,6,23,50,0.19,2.64,3,3,3,0,294,26,25,,, +woodeha01,1966,1,SLN,NL,2,1,59,0,0,0,4,211,57,15,5,23,30,0.22,1.92,6,2,1,1,282,23,17,,, +worthal01,1966,1,MIN,AL,6,3,65,0,0,0,16,274,66,25,6,27,93,0.19,2.46,3,5,1,0,364,46,26,,, +wrighcl01,1966,1,CAL,AL,4,7,20,13,3,1,0,274,92,38,11,25,37,0.26,3.74,4,1,1,0,380,0,39,,, +wyattjo02,1966,1,KC1,AL,0,3,19,0,0,0,2,71,19,14,3,16,25,0.21,5.32,4,2,2,0,108,13,14,,, +wyattjo02,1966,2,BOS,AL,3,4,42,0,0,0,8,215,59,25,3,27,63,0.22,3.14,3,6,4,0,297,26,27,,, +zachach02,1966,1,HOU,NL,3,5,10,8,0,0,0,165,44,21,1,32,37,0.22,3.44,2,6,1,0,236,1,22,,, +zannido01,1966,1,CIN,NL,0,0,5,0,0,0,0,22,5,0,0,3,5,0.19,0,1,0,1,0,30,2,1,,, +abernte02,1967,1,CIN,NL,6,3,70,0,0,0,28,319,63,15,1,41,88,0.17,1.27,5,1,5,0,427,61,19,,, +adamsmi01,1967,1,BAL,AL,0,1,3,2,0,0,0,29,9,9,1,12,8,0.25,8.38,0,1,0,0,48,1,9,,, +aguirha01,1967,1,DET,AL,0,1,31,1,0,0,0,124,34,11,2,17,33,0.21,2.4,2,1,0,0,174,11,15,,, +akerja01,1967,1,KC1,AL,3,8,57,0,0,0,12,264,87,42,9,32,65,0.26,4.3,8,1,3,0,373,40,44,,, +allenbo04,1967,1,CLE,AL,0,5,47,0,0,0,5,163,49,18,4,25,50,0.24,2.98,7,4,1,1,232,23,22,,, +arrigge01,1967,1,CIN,NL,6,6,32,5,1,1,1,222,61,26,6,35,56,0.23,3.16,5,5,4,1,312,10,31,,, +bailest01,1967,1,CLE,AL,2,5,32,1,0,0,2,194,62,28,5,42,46,0.25,3.9,4,7,3,2,291,17,31,,, +baldsja01,1967,1,CIN,NL,0,0,9,0,0,0,0,39,15,6,0,9,12,0.28,4.15,3,0,0,0,62,1,6,,, +baldwda01,1967,1,WS2,AL,2,4,58,0,0,0,12,206,53,13,2,20,52,0.21,1.7,4,5,4,0,279,26,19,,, +barbest01,1967,1,BAL,AL,4,9,15,15,1,1,0,224,47,34,5,61,48,0.18,4.1,2,5,5,1,331,0,39,,, +barbest01,1967,2,NYA,AL,6,9,17,17,3,1,0,293,103,44,4,54,70,0.27,4.05,3,9,3,0,441,0,47,,, +belinbo01,1967,1,HOU,NL,3,9,27,18,0,0,0,346,112,60,12,54,80,0.25,4.68,0,16,8,0,510,0,74,,, +bellga01,1967,1,CLE,AL,1,5,9,9,1,0,0,182,50,25,7,24,39,0.23,3.71,1,1,1,0,249,0,28,,, +bellga01,1967,2,BOS,AL,12,8,29,24,8,0,3,496,143,58,16,47,115,0.23,3.16,3,4,4,0,683,3,70,,, +bennede01,1967,1,BOS,AL,4,3,13,11,4,1,0,209,72,30,12,22,34,0.26,3.88,2,3,2,0,300,1,32,,, +bennede01,1967,2,NYN,NL,1,1,8,6,0,0,0,79,37,15,4,7,14,0.33,5.13,1,1,1,0,121,1,15,,, +bertafr01,1967,1,BAL,AL,1,1,5,2,0,0,0,65,17,8,4,14,19,0.22,3.32,0,4,0,0,93,1,9,,, +bertafr01,1967,2,WS2,AL,6,5,18,17,4,4,0,287,90,31,8,37,67,0.25,2.92,1,3,0,0,401,1,36,,, +blasiwa01,1967,1,ATL,NL,1,0,10,4,0,0,0,76,27,13,1,21,20,0.28,4.62,1,4,1,0,119,2,13,,, +blasiwa01,1967,2,HOU,NL,4,7,15,14,0,0,0,231,91,51,9,27,46,0.29,5.96,2,5,2,0,340,1,57,,, +blassst01,1967,1,PIT,NL,6,8,32,16,2,0,0,380,126,50,12,47,72,0.26,3.55,7,3,2,0,541,2,65,,, +bolinbo01,1967,1,SFN,NL,6,8,37,15,0,0,0,360,120,65,16,50,69,0.25,4.88,9,5,3,1,526,10,71,,, +boozejo01,1967,1,PHI,NL,5,4,28,7,1,0,1,224,86,34,6,24,48,0.29,4.1,5,5,1,1,324,8,39,,, +bosmadi01,1967,1,WS2,AL,3,1,7,7,2,1,0,154,38,10,3,10,25,0.2,1.75,2,0,0,0,198,0,12,,, +bosweda01,1967,1,MIN,AL,14,12,37,32,11,3,0,668,162,81,14,107,204,0.2,3.27,5,7,7,0,923,1,84,,, +boutoji01,1967,1,NYA,AL,1,0,17,1,0,0,0,133,47,23,5,18,31,0.27,4.67,5,0,1,0,195,4,31,,, +brabege01,1967,1,BAL,AL,6,4,14,14,3,1,0,282,77,35,6,23,71,0.22,3.35,1,5,1,1,378,0,38,,, +brandbu01,1967,1,BOS,AL,5,11,39,19,2,0,3,473,147,73,21,59,96,0.24,4.17,7,9,7,0,683,11,86,,, +brettke01,1967,1,BOS,AL,0,0,1,0,0,0,0,6,3,1,0,0,2,0.37,4.5,0,0,0,0,8,1,1,,, +breweji01,1967,1,LAN,NL,5,4,30,11,0,0,1,302,78,30,8,31,74,0.21,2.68,7,3,1,0,397,6,32,,, +brilene01,1967,1,SLN,NL,14,5,49,14,4,2,6,466,139,42,8,40,94,0.23,2.43,8,8,5,2,642,14,45,,, +brittji02,1967,1,ATL,NL,0,2,2,2,0,0,0,40,15,9,2,2,4,0.27,6.08,0,0,0,0,56,0,9,,, +brubabr01,1967,1,LAN,NL,0,0,1,0,0,0,0,4,3,3,1,0,2,0.42,20.25,0,0,0,0,7,1,3,,, +brucebo01,1967,1,ATL,NL,2,3,12,7,1,0,1,116,42,21,3,15,22,0.26,4.89,4,1,1,1,173,2,25,,, +brunege01,1967,1,CAL,AL,11,19,40,37,7,2,1,750,203,92,19,90,165,0.22,3.31,9,5,4,0,1027,2,99,,, +bryanro01,1967,1,SFN,NL,0,0,1,0,0,0,0,12,3,2,0,0,2,0.2,4.5,0,0,1,0,16,0,2,,, +buhlbo01,1967,1,PHI,NL,0,0,3,0,0,0,0,9,6,4,2,2,1,0.46,12,0,0,0,0,15,0,4,,, +bunkewa01,1967,1,BAL,AL,3,7,29,9,1,0,1,264,83,40,7,31,51,0.25,4.09,1,5,2,0,365,7,46,,, +bunniji01,1967,1,PHI,NL,17,15,40,40,16,6,0,907,241,77,18,73,253,0.21,2.29,20,4,13,1,1216,0,94,,, +burdele01,1967,1,CAL,AL,1,0,19,0,0,0,1,55,16,10,4,0,8,0.23,4.91,0,0,1,0,71,8,10,,, +buzhajo01,1967,1,CHA,AL,3,9,28,7,0,0,0,266,100,39,11,37,33,0.29,3.96,5,5,6,0,391,6,44,,, +buzhajo01,1967,2,BAL,AL,0,1,7,1,0,0,0,35,14,6,1,5,7,0.29,4.63,1,1,0,0,53,2,6,,, +buzhajo01,1967,3,HOU,NL,0,0,1,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,2,0,0,,, +calmudi01,1967,1,CHN,NL,0,0,1,1,0,0,0,13,5,4,2,0,1,0.27,8.31,0,0,0,0,18,0,4,,, +cardwdo01,1967,1,NYN,NL,5,9,26,16,3,3,0,355,112,47,8,39,71,0.24,3.57,8,5,7,1,498,3,55,,, +carloci01,1967,1,CHA,AL,2,0,8,7,1,1,0,125,23,4,0,9,27,0.16,0.86,0,1,1,0,158,1,5,,, +carltst01,1967,1,SLN,NL,14,9,30,28,11,2,1,579,173,64,10,62,168,0.23,2.98,1,6,2,0,802,1,71,,, +carrocl02,1967,1,ATL,NL,6,12,42,7,1,0,0,279,111,57,6,29,35,0.3,5.52,10,5,3,0,411,10,62,,, +chancde01,1967,1,MIN,AL,20,14,41,39,18,5,1,851,244,86,17,68,220,0.22,2.73,7,9,7,2,1161,2,109,,, +chavene01,1967,1,SFN,NL,1,0,2,0,0,0,0,15,4,0,0,3,3,0.21,0,1,0,0,0,22,0,2,,, +ciminpe01,1967,1,CAL,AL,3,3,46,1,0,0,1,265,73,32,12,31,80,0.22,3.26,4,2,2,0,363,19,38,,, +ciscoga01,1967,1,BOS,AL,0,1,11,0,0,0,1,67,21,9,4,8,8,0.26,3.63,0,0,0,0,90,6,10,,, +clarkri01,1967,1,CAL,AL,12,11,32,30,1,1,0,522,144,50,15,69,81,0.22,2.59,0,12,6,1,729,0,69,,, +clonito01,1967,1,ATL,NL,4,7,16,16,1,0,0,230,85,44,13,31,55,0.28,5.17,4,5,0,0,337,0,50,,, +coateji01,1967,1,CAL,AL,1,2,25,1,0,0,0,157,47,25,5,23,39,0.24,4.3,5,2,4,0,222,5,26,,, +colemjo05,1967,1,WS2,AL,8,9,28,22,3,0,0,402,154,69,6,47,77,0.29,4.63,4,8,9,1,597,0,78,,, +connobi01,1967,1,NYN,NL,0,0,6,1,0,0,0,39,8,9,3,5,13,0.17,6.23,0,0,1,0,54,3,9,,, +connoed02,1967,1,CLE,AL,2,1,15,4,0,0,0,148,63,41,6,34,45,0.31,7.48,2,5,1,0,241,3,46,,, +coombda01,1967,1,HOU,NL,3,0,6,2,0,0,0,73,21,9,0,9,23,0.23,3.33,4,2,0,0,101,3,9,,, +cosmaji01,1967,1,SLN,NL,1,0,10,5,0,0,0,94,21,11,2,24,11,0.19,3.16,2,2,5,1,139,2,12,,, +coxca01,1967,1,WS2,AL,7,4,54,0,0,0,1,219,67,24,2,21,32,0.25,2.96,7,0,4,1,301,21,33,,, +cuellmi01,1967,1,HOU,NL,16,11,36,32,16,3,1,739,233,83,16,63,203,0.24,3.03,3,1,1,1,1021,3,99,,, +culpra01,1967,1,CHN,NL,8,11,30,22,4,1,0,458,138,66,22,59,111,0.23,3.89,4,5,2,0,649,3,69,,, +culvege01,1967,1,CLE,AL,7,3,53,1,0,0,3,225,71,33,2,31,41,0.25,3.96,9,8,6,1,322,21,40,,, +dalcabr01,1967,1,PIT,NL,2,1,8,2,1,0,0,72,19,5,1,10,13,0.21,1.88,3,0,1,0,101,2,5,,, +davidte01,1967,1,CIN,NL,1,0,9,0,0,0,0,39,13,6,0,3,6,0.25,4.15,1,1,0,0,55,3,6,,, +denehbi01,1967,1,NYN,NL,1,7,15,8,0,0,0,161,51,28,8,29,35,0.24,4.7,2,6,0,0,240,1,38,,, +dierkla01,1967,1,HOU,NL,6,5,15,15,4,0,0,297,95,37,4,25,68,0.25,3.36,0,7,1,0,410,0,44,,, +dillmbi01,1967,1,BAL,AL,5,9,32,15,2,1,3,372,115,60,13,33,69,0.24,4.35,2,7,3,1,503,6,61,,, +dobsoch01,1967,1,KC1,AL,10,10,32,29,4,1,0,593,172,81,17,75,110,0.23,3.69,6,10,3,0,826,2,83,,, +dobsopa01,1967,1,DET,AL,1,2,28,1,0,0,0,148,38,16,6,27,34,0.21,2.92,1,3,2,0,210,3,20,,, +downial01,1967,1,NYA,AL,14,10,31,28,10,4,0,605,158,59,13,61,171,0.21,2.63,1,5,6,0,807,2,65,,, +drabomo01,1967,1,BAL,AL,7,5,43,0,0,0,12,286,66,17,7,25,96,0.19,1.6,3,2,2,0,372,26,21,,, +drysddo01,1967,1,LAN,NL,13,16,38,38,9,3,0,846,269,86,19,60,196,0.25,2.74,19,5,8,2,1151,0,101,,, +duffijo01,1967,1,LAN,NL,0,2,2,2,0,0,0,29,11,3,1,4,6,0.28,2.79,1,0,0,0,44,0,6,,, +dukesto01,1967,1,HOU,NL,0,2,17,0,0,0,1,71,25,14,2,11,23,0.27,5.32,1,0,2,0,107,9,14,,, +dulibbo01,1967,1,KC1,AL,0,0,7,0,0,0,0,29,13,7,3,1,6,0.34,6.52,0,1,0,0,40,5,7,,, +earlear01,1967,1,HOU,NL,0,0,2,0,0,0,0,4,5,4,1,1,1,0.62,27,0,0,0,0,9,1,5,,, +edgerbi01,1967,1,KC1,AL,1,0,7,0,0,0,0,25,11,2,1,3,6,0.32,2.16,0,1,1,0,39,3,4,,, +egandi02,1967,1,LAN,NL,1,1,20,0,0,0,0,95,34,22,3,15,20,0.27,6.25,4,2,4,0,148,7,25,,, +eilerda01,1967,1,HOU,NL,6,4,35,0,0,0,1,178,68,26,3,17,27,0.29,3.94,7,1,3,0,257,13,29,,, +ellisji01,1967,1,CHN,NL,1,1,8,1,0,0,0,50,20,6,1,9,8,0.31,3.24,1,0,0,0,75,4,7,,, +ellissa01,1967,1,CIN,NL,8,11,32,27,8,1,0,527,197,75,18,67,80,0.28,3.84,7,6,4,0,769,4,86,,, +ellswdi01,1967,1,PHI,NL,6,7,32,21,3,1,0,376,152,61,6,36,45,0.3,4.38,10,5,5,0,549,4,75,,, +estrach01,1967,1,NYN,NL,1,2,9,2,0,0,0,66,28,23,5,17,15,0.32,9.41,1,4,1,0,106,0,24,,, +facero01,1967,1,PIT,NL,7,5,61,0,0,0,17,223,62,20,5,22,41,0.23,2.42,11,2,0,0,298,45,23,,, +farretu01,1967,1,HOU,NL,1,0,7,0,0,0,0,35,11,6,0,7,10,0.24,4.63,1,1,1,0,53,2,7,,, +farretu01,1967,2,PHI,NL,9,6,50,1,0,0,12,276,76,21,6,15,68,0.22,2.05,5,3,1,0,360,34,26,,, +fischha01,1967,1,BOS,AL,1,2,9,2,1,0,1,80,24,7,3,8,18,0.22,2.36,0,1,1,0,114,2,15,,, +fisheed02,1967,1,BAL,AL,4,3,46,0,0,0,1,269,82,36,7,26,53,0.24,3.61,3,5,4,0,371,24,40,,, +fisheja01,1967,1,NYN,NL,9,18,39,30,7,1,0,661,251,115,21,64,117,0.28,4.7,10,5,4,1,958,3,121,,, +fisheto02,1967,1,BAL,AL,0,0,2,0,0,0,0,10,2,0,0,2,1,0.18,0,0,0,0,0,13,1,0,,, +fordwh01,1967,1,NYA,AL,2,4,7,7,2,1,0,132,40,8,2,9,21,0.24,1.64,0,2,0,0,173,0,11,,, +fosteal01,1967,1,LAN,NL,0,1,4,2,0,0,0,50,10,4,0,3,15,0.16,2.16,0,0,0,0,62,0,4,,, +friseda01,1967,1,NYN,NL,1,6,14,11,0,0,0,222,68,28,6,33,51,0.24,3.41,1,1,0,0,316,1,32,,, +frymawo01,1967,1,PIT,NL,3,8,28,18,3,1,1,340,121,51,12,44,74,0.27,4.05,3,3,4,0,497,4,67,,, +gardnro01,1967,1,CHN,NL,0,2,18,5,0,0,0,95,33,14,2,6,16,0.26,3.98,0,0,0,0,135,3,14,,, +gelnajo01,1967,1,PIT,NL,0,1,10,1,0,0,0,57,30,17,4,11,5,0.37,8.05,1,0,2,0,100,1,18,,, +gibbojo01,1967,1,SFN,NL,6,2,28,10,3,1,1,246,65,28,4,33,63,0.22,3.07,4,3,3,0,339,3,31,,, +gibsobo01,1967,1,SLN,NL,13,7,24,24,10,2,0,526,151,58,10,40,147,0.23,2.98,3,3,3,1,703,0,62,,, +gillipa01,1967,1,BAL,AL,0,0,2,0,0,0,0,9,6,4,1,1,2,0.42,12,0,0,0,0,15,1,4,,, +giustda01,1967,1,HOU,NL,11,15,37,33,8,1,1,665,231,103,20,58,157,0.26,4.18,4,8,3,1,951,2,114,,, +gladdfr01,1967,1,DET,AL,6,4,42,1,0,0,12,231,62,17,6,19,64,0.22,1.99,0,3,4,0,302,25,20,,, +gomezru01,1967,1,PHI,NL,0,0,7,0,0,0,0,34,8,5,2,7,9,0.21,3.97,3,1,0,0,48,6,6,,, +grahabi02,1967,1,NYN,NL,1,2,5,3,1,0,0,82,20,8,3,11,14,0.2,2.63,0,0,0,0,111,0,10,,, +grantmu01,1967,1,MIN,AL,5,6,27,14,2,0,0,286,121,50,10,17,50,0.31,4.72,0,1,1,0,409,4,56,,, +greenda02,1967,1,PHI,NL,0,0,8,0,0,0,0,45,25,15,2,6,12,0.36,9,2,1,1,0,76,3,16,,, +grzenjo01,1967,1,NYN,NL,0,0,11,0,0,0,0,50,14,4,0,8,9,0.23,2.16,4,1,1,0,70,3,4,,, +halldi01,1967,1,PHI,NL,10,8,48,1,1,0,8,258,83,21,5,12,49,0.25,2.2,8,0,2,0,347,37,28,,, +hamilja01,1967,1,NYN,NL,2,0,17,1,0,0,1,94,24,13,2,16,22,0.2,3.73,5,3,1,0,135,9,15,,, +hamilja01,1967,2,CAL,AL,9,6,26,20,0,0,0,358,104,43,6,63,74,0.23,3.24,3,11,1,0,508,1,47,,, +hamilst01,1967,1,NYA,AL,2,4,44,0,0,0,4,186,57,24,7,23,55,0.25,3.48,4,0,1,0,261,19,25,,, +handsbi01,1967,1,CHN,NL,7,8,49,11,3,1,6,450,134,41,9,48,84,0.23,2.46,15,4,2,0,617,21,46,,, +hannaji01,1967,1,WS2,AL,1,1,8,2,0,0,0,65,28,13,3,7,14,0.31,5.4,0,0,1,1,98,1,14,,, +hardiji01,1967,1,BAL,AL,8,3,19,14,5,2,0,333,85,28,5,27,64,0.21,2.27,0,1,3,0,435,2,30,,, +hargast01,1967,1,CLE,AL,14,13,30,29,15,6,0,669,180,65,9,72,141,0.22,2.62,7,9,3,0,900,0,79,,, +hartech01,1967,1,CHN,NL,9,5,45,0,0,0,10,219,74,25,4,17,20,0.27,3.08,7,0,1,0,292,30,27,,, +hendlbo01,1967,1,CHN,NL,2,0,7,0,0,0,1,37,17,9,4,3,10,0.31,6.57,0,0,0,0,57,2,10,,, +hendlbo01,1967,2,NYN,NL,3,3,15,13,2,0,0,212,65,27,11,28,36,0.24,3.44,4,1,1,0,304,2,35,,, +henrybi01,1967,1,SFN,NL,2,0,28,1,0,0,2,65,16,5,1,9,23,0.19,2.08,4,1,2,0,94,12,5,,, +herbero01,1967,1,SFN,NL,4,5,42,11,1,1,1,377,125,43,10,35,52,0.26,3.08,10,3,2,0,516,10,54,,, +hernara01,1967,1,ATL,NL,0,2,46,0,0,0,5,155,60,24,5,14,28,0.29,4.18,3,1,2,1,224,26,27,,, +hickmji02,1967,1,LAN,NL,0,0,1,0,0,0,0,6,2,1,1,0,0,0.28,4.5,0,0,0,0,7,1,1,,, +higgide01,1967,1,CHA,AL,1,2,9,0,0,0,0,37,13,8,0,10,8,0.27,5.84,0,3,3,0,62,2,9,,, +hillejo01,1967,1,DET,AL,4,3,23,6,2,2,3,195,57,19,4,9,49,0.23,2.63,0,0,0,0,256,11,20,,, +hinslje01,1967,1,NYN,NL,0,0,2,0,0,0,0,15,6,2,0,4,3,0.31,3.6,0,0,0,0,23,1,2,,, +hoernjo01,1967,1,SLN,NL,4,4,57,0,0,0,15,198,52,19,5,20,50,0.22,2.59,6,0,1,0,268,32,25,,, +holtzke01,1967,1,CHN,NL,9,0,12,12,3,0,0,278,76,26,11,44,62,0.22,2.53,7,4,2,0,392,0,31,,, +horlejo01,1967,1,CHA,AL,19,7,35,35,13,6,0,774,188,59,13,58,103,0.2,2.06,4,5,4,0,995,0,66,,, +housepa01,1967,1,HOU,NL,1,0,6,0,0,0,1,12,3,2,0,0,2,0.21,4.5,0,0,1,0,15,3,2,,, +howarbr01,1967,1,CHA,AL,3,10,30,17,1,0,0,338,102,43,9,52,76,0.24,3.43,1,5,3,0,488,4,55,,, +hughedi01,1967,1,SLN,NL,16,6,37,27,12,3,3,667,164,66,22,48,161,0.2,2.67,6,7,5,2,871,6,72,,, +humphbo01,1967,1,WS2,AL,6,2,48,2,0,0,4,317,93,49,13,41,54,0.23,4.17,3,1,2,0,440,18,54,,, +hunteca01,1967,1,KC1,AL,13,17,35,35,13,5,0,779,209,81,16,84,196,0.21,2.81,6,4,2,1,1053,0,91,,, +jacksal01,1967,1,SLN,NL,9,4,38,11,1,1,1,321,117,47,7,29,43,0.27,3.95,5,2,1,0,460,12,61,,, +jacksgr01,1967,1,PHI,NL,2,3,43,4,0,0,1,253,86,36,3,43,83,0.26,3.84,7,5,2,1,376,12,40,,, +jacksla01,1967,1,PHI,NL,13,15,40,37,11,4,0,785,242,90,17,54,139,0.24,3.1,11,3,6,1,1078,1,111,,, +jamesri01,1967,1,CHN,NL,0,1,3,1,0,0,0,14,9,7,1,2,2,0.52,13.5,0,0,0,1,21,0,8,,, +jarvipa01,1967,1,ATL,NL,15,10,32,30,7,1,0,582,195,79,15,62,118,0.26,3.66,14,3,4,1,828,0,86,,, +jastela01,1967,1,SLN,NL,9,7,34,23,2,1,3,457,141,51,12,44,87,0.24,3.01,6,0,2,1,635,5,57,,, +jenkife01,1967,1,CHN,NL,20,13,38,38,20,3,0,868,230,90,30,83,236,0.21,2.8,8,2,4,0,1156,0,101,,, +johnske02,1967,1,ATL,NL,13,9,29,29,6,0,0,631,191,64,19,38,85,0.24,2.74,8,1,7,1,842,0,78,,, +johnto01,1967,1,CHA,AL,10,13,31,29,9,6,0,535,143,49,12,47,110,0.21,2.47,7,5,5,0,715,1,62,,, +jonesst01,1967,1,CHA,AL,2,2,11,3,0,0,0,77,21,12,1,12,17,0.22,4.21,0,0,0,1,108,5,13,,, +kaatji01,1967,1,MIN,AL,16,13,42,38,13,2,0,790,269,89,21,42,211,0.26,3.04,2,9,9,1,1100,1,110,,, +kelledi01,1967,1,ATL,NL,2,9,39,9,1,1,2,294,88,41,8,42,75,0.24,3.77,7,2,1,0,414,9,48,,, +kelleto01,1967,1,CLE,AL,0,0,1,0,0,0,0,3,0,0,0,2,0,0,0,0,0,0,0,4,0,0,,, +kelsobi01,1967,1,CAL,AL,5,3,69,1,0,0,11,336,85,37,6,63,91,0.21,2.97,10,5,4,2,471,32,41,,, +klagefr01,1967,1,CHA,AL,4,4,11,9,0,0,0,134,43,19,6,16,17,0.25,3.83,1,1,1,0,187,2,19,,, +klinero01,1967,1,MIN,AL,7,1,54,0,0,0,5,215,71,30,10,15,36,0.26,3.77,7,2,1,0,294,26,33,,, +klippjo01,1967,1,DET,AL,0,0,5,0,0,0,0,20,6,4,1,1,4,0.25,5.4,0,1,0,0,26,0,4,,, +knowlda01,1967,1,WS2,AL,6,8,61,1,0,0,14,340,91,34,5,52,85,0.22,2.7,12,2,4,3,465,35,37,,, +kooncca01,1967,1,CHN,NL,2,2,34,0,0,0,2,153,52,26,2,21,28,0.26,4.59,6,2,1,0,219,11,27,,, +kooncca01,1967,2,NYN,NL,3,3,11,6,2,1,0,135,45,14,2,7,24,0.25,2.8,1,0,0,0,183,1,16,,, +koosmje01,1967,1,NYN,NL,0,2,9,3,0,0,0,67,22,15,3,19,11,0.25,6.04,4,0,0,1,105,1,17,,, +koringe01,1967,1,DET,AL,1,0,9,0,0,0,0,42,10,8,1,11,11,0.2,5.14,1,0,0,0,64,2,8,,, +kralija01,1967,1,CLE,AL,0,2,2,0,0,0,0,6,4,2,0,1,1,0.44,9,0,0,0,0,10,0,3,,, +krausle02,1967,1,KC1,AL,7,17,48,19,0,0,6,480,140,76,17,67,96,0.23,4.28,6,5,4,0,681,16,85,,, +lamabja01,1967,1,CHA,AL,1,0,3,0,0,0,0,15,7,1,0,1,3,0.31,1.8,1,1,0,0,23,0,2,,, +lamabja01,1967,2,NYN,NL,0,3,16,2,0,0,1,95,24,14,4,8,23,0.2,3.98,1,2,0,0,129,8,15,,, +lamabja01,1967,3,SLN,NL,3,4,23,1,1,1,4,143,43,15,2,10,30,0.24,2.83,3,0,0,0,190,10,16,,, +landibi01,1967,1,BOS,AL,1,0,18,1,0,0,0,77,24,15,6,11,23,0.25,5.26,3,0,0,0,110,5,16,,, +larsedo01,1967,1,CHN,NL,0,0,3,0,0,0,0,12,5,4,1,2,1,0.33,9,0,0,0,0,18,1,4,,, +lashefr01,1967,1,DET,AL,2,1,17,0,0,0,9,90,25,13,1,11,28,0.22,3.9,1,1,1,0,126,12,14,,, +latmaba01,1967,1,HOU,NL,3,6,39,1,0,0,0,233,73,39,13,34,70,0.25,4.52,2,4,6,2,338,13,42,,, +lauzege01,1967,1,KC1,AL,0,2,3,2,0,0,0,48,11,4,2,6,10,0.19,2.25,0,0,1,0,66,1,4,,, +lawve01,1967,1,PIT,NL,2,6,25,10,1,0,0,291,122,45,5,18,43,0.3,4.18,9,0,1,0,427,7,57,,, +leebo01,1967,1,LAN,NL,0,0,4,0,0,0,0,20,6,4,2,3,2,0.22,5.4,0,0,1,0,32,4,8,,, +leebo01,1967,2,CIN,NL,3,3,27,1,0,0,2,152,51,25,0,25,33,0.26,4.44,7,5,0,0,227,11,26,,, +lemasde01,1967,1,ATL,NL,9,9,31,31,8,2,0,646,184,80,20,72,148,0.22,3.34,7,6,3,0,890,0,86,,, +leonhda01,1967,1,BAL,AL,0,0,3,2,0,0,1,43,11,5,1,6,9,0.2,3.14,0,0,1,0,62,1,5,,, +lindbpa01,1967,1,KC1,AL,5,8,46,10,1,1,6,347,106,46,15,35,83,0.24,3.58,9,3,6,0,487,17,59,,, +linesdi01,1967,1,WS2,AL,2,5,54,0,0,0,4,257,83,32,6,24,54,0.24,3.36,6,4,0,0,370,21,43,,, +linzyfr01,1967,1,SFN,NL,7,7,57,0,0,0,17,287,67,16,4,34,38,0.2,1.51,7,3,0,1,376,44,21,,, +lockebo01,1967,1,CAL,AL,3,0,9,1,0,0,2,58,14,5,1,3,7,0.2,2.33,0,0,1,0,74,6,6,,, +lockebo02,1967,1,CHA,AL,7,5,77,0,0,0,20,374,102,29,5,23,80,0.22,2.09,5,7,10,1,503,47,34,,, +lolicmi01,1967,1,DET,AL,14,13,31,30,11,6,0,612,165,69,14,56,174,0.22,3.04,2,3,7,0,820,1,71,,, +lonboji01,1967,1,BOS,AL,22,9,39,39,15,2,0,820,228,96,23,83,246,0.22,3.16,5,12,19,1,1130,0,102,,, +lopezma01,1967,1,CAL,AL,0,2,4,3,0,0,0,27,11,9,1,9,6,0.32,9,0,2,0,1,46,0,10,,, +lopezma01,1967,2,BAL,AL,1,0,4,4,0,0,0,53,15,5,1,10,15,0.22,2.55,0,0,0,0,76,0,5,,, +loughla01,1967,1,PHI,NL,0,0,3,0,0,0,0,16,9,9,1,4,5,0.37,15.19,1,0,0,0,28,0,9,,, +lylesp01,1967,1,BOS,AL,1,2,27,0,0,0,5,130,33,11,3,14,42,0.21,2.28,1,5,2,2,173,11,13,,, +malonji01,1967,1,CIN,NL,15,11,30,29,6,3,0,589,181,71,8,72,153,0.24,3.25,5,13,3,0,822,1,76,,, +maricju01,1967,1,SFN,NL,14,10,26,26,18,2,0,607,195,62,20,42,166,0.24,2.76,9,0,1,0,839,0,79,,, +marshmi01,1967,1,DET,AL,1,3,37,0,0,0,10,177,51,13,6,20,41,0.23,1.98,1,1,2,0,244,23,15,,, +mcbeaal01,1967,1,PIT,NL,7,4,51,8,5,0,4,393,118,37,6,43,54,0.24,2.54,6,0,1,1,530,21,41,,, +mccoobi01,1967,1,CIN,NL,3,7,31,11,0,0,2,292,92,37,8,56,83,0.24,3.42,7,7,5,1,442,7,45,,, +mccormi03,1967,1,SFN,NL,22,10,40,35,14,5,0,787,220,83,25,81,150,0.22,2.85,18,9,5,0,1073,3,88,,, +mcdanli01,1967,1,SFN,NL,2,6,41,3,0,0,3,218,69,30,5,24,48,0.24,3.72,10,1,2,1,309,9,34,,, +mcdowsa01,1967,1,CLE,AL,13,15,37,37,10,1,0,709,201,101,21,123,236,0.23,3.85,3,18,7,0,1014,0,112,,, +mcgloji01,1967,1,CAL,AL,12,8,32,29,9,6,0,592,163,65,13,56,137,0.22,2.96,2,13,4,0,794,0,74,,, +mcgratu01,1967,1,NYN,NL,0,3,4,4,0,0,0,52,13,15,3,13,18,0.2,7.79,2,4,0,0,78,0,16,,, +mclaide01,1967,1,DET,AL,17,16,37,37,10,3,0,705,209,99,35,73,161,0.23,3.79,3,4,3,0,976,0,110,,, +mcmahdo02,1967,1,BOS,AL,1,2,11,0,0,0,2,53,14,7,4,13,10,0.21,3.57,0,1,0,0,79,6,8,,, +mcmahdo02,1967,2,CHA,AL,5,0,52,0,0,0,3,275,54,17,5,27,74,0.17,1.67,4,5,6,0,353,14,21,,, +mcnalda01,1967,1,BAL,AL,7,7,24,22,3,1,0,357,134,60,13,39,70,0.29,4.54,1,2,2,0,506,2,65,,, +merriji01,1967,1,MIN,AL,13,7,37,28,11,4,0,683,196,64,21,30,161,0.23,2.53,6,10,7,0,911,4,72,,, +mikkepe01,1967,1,PIT,NL,1,2,32,0,0,0,2,169,50,27,7,19,30,0.23,4.31,5,2,3,0,238,11,29,,, +mikkepe01,1967,2,CHN,NL,0,0,7,0,0,0,0,21,9,5,1,5,0,0.33,6.43,0,3,1,0,36,3,6,,, +millebo04,1967,1,LAN,NL,2,9,52,4,0,0,0,257,88,41,9,27,32,0.27,4.31,9,3,3,1,363,22,46,,, +millejo03,1967,1,BAL,AL,0,0,2,0,0,0,0,18,7,5,1,3,6,0.3,7.5,0,0,2,0,28,0,5,,, +millest01,1967,1,BAL,AL,3,10,42,0,0,0,8,244,63,23,5,36,60,0.22,2.55,12,1,1,2,338,31,28,,, +moelljo01,1967,1,LAN,NL,0,0,6,0,0,0,0,15,9,5,1,3,2,0.4,9,1,1,0,1,27,2,5,,, +monbobi01,1967,1,DET,AL,0,0,2,0,0,0,0,6,1,0,0,0,2,0.14,0,0,1,0,0,7,2,0,,, +monbobi01,1967,2,NYA,AL,6,5,33,10,2,1,1,400,122,35,6,17,53,0.24,2.36,7,2,4,0,526,4,39,,, +monteau01,1967,1,CHA,AL,0,1,1,1,0,0,0,4,4,3,1,2,0,0.5,20.25,0,0,0,0,10,0,3,,, +mooreba01,1967,1,WS2,AL,7,11,27,26,3,1,0,431,127,60,15,71,74,0.24,3.76,6,5,3,1,616,0,67,,, +moosebo01,1967,1,PIT,NL,1,0,2,2,1,0,0,44,14,6,1,4,7,0.25,3.68,0,0,1,0,59,0,6,,, +morehda01,1967,1,BOS,AL,5,4,10,9,1,1,0,143,48,23,0,22,40,0.26,4.34,0,3,2,0,208,0,24,,, +narumbu01,1967,1,WS2,AL,1,0,2,2,0,0,0,35,8,4,1,4,8,0.19,3.09,0,0,0,0,45,0,4,,, +nashji01,1967,1,KC1,AL,12,17,37,34,8,2,0,667,200,93,21,87,186,0.24,3.76,5,7,4,2,932,1,103,,, +nelsome01,1967,1,MIN,AL,0,0,1,0,0,0,0,1,3,2,1,0,0,0.75,54,0,0,0,0,4,0,2,,, +nelsoro02,1967,1,CHA,AL,0,1,5,0,0,0,0,21,4,1,1,0,4,0.18,1.29,0,0,2,0,24,3,1,,, +newmafr01,1967,1,CAL,AL,1,0,3,1,0,0,0,19,8,1,1,2,0,0.32,1.42,0,0,1,0,29,1,5,,, +niekrjo01,1967,1,CHN,NL,10,7,36,22,7,2,0,509,171,63,15,32,77,0.25,3.34,7,1,2,0,706,9,68,,, +niekrph01,1967,1,ATL,NL,11,9,46,20,10,1,9,621,164,43,9,55,129,0.21,1.87,3,19,7,1,827,20,64,,, +nolanga01,1967,1,CIN,NL,14,8,33,32,8,5,0,680,193,65,18,62,206,0.22,2.58,7,3,5,2,932,1,73,,, +nolddi01,1967,1,WS2,AL,0,2,7,3,0,0,0,61,19,11,1,13,10,0.24,4.87,0,1,0,0,92,0,13,,, +normafr01,1967,1,CHN,NL,0,0,1,0,0,0,0,3,0,0,0,0,3,0,0,0,0,0,0,3,1,0,,, +nottedo01,1967,1,CIN,NL,0,3,47,0,0,0,4,238,75,17,4,19,48,0.25,1.93,4,5,2,0,323,18,25,,, +nyeri01,1967,1,CHN,NL,13,10,35,30,7,0,0,615,179,73,15,52,119,0.23,3.2,4,2,2,1,835,1,82,,, +odellbi01,1967,1,PIT,NL,5,6,27,11,1,0,0,260,88,56,10,41,34,0.26,5.82,7,1,3,1,381,6,58,,, +odombl01,1967,1,KC1,AL,3,8,29,17,0,0,0,311,94,58,9,68,67,0.24,5.04,7,7,3,0,467,6,67,,, +odonojo01,1967,1,CLE,AL,8,9,33,17,5,2,2,392,120,47,10,33,81,0.24,3.24,3,2,2,0,531,11,52,,, +ollomji01,1967,1,MIN,AL,0,1,21,2,0,0,0,105,33,21,4,11,17,0.25,5.4,1,1,4,0,149,5,24,,, +ortegph01,1967,1,WS2,AL,10,10,34,34,5,2,0,659,189,74,16,57,122,0.23,3.03,3,4,6,1,892,0,77,,, +osinsda01,1967,1,BOS,AL,3,1,34,0,0,0,2,191,61,18,5,14,38,0.24,2.54,2,0,0,0,268,12,19,,, +osteecl01,1967,1,LAN,NL,17,17,39,39,14,5,0,865,298,103,19,52,152,0.27,3.22,10,4,2,0,1187,0,116,,, +osteeda01,1967,1,CIN,NL,0,2,10,0,0,0,2,43,10,10,1,13,13,0.19,6.28,1,1,3,0,68,5,10,,, +otoolji01,1967,1,CHA,AL,4,3,15,10,1,1,0,163,53,17,4,18,37,0.25,2.82,2,1,1,1,233,1,21,,, +owensji01,1967,1,HOU,NL,0,1,10,0,0,0,0,32,12,5,1,2,6,0.3,4.22,1,1,0,0,43,3,5,,, +palmeji01,1967,1,BAL,AL,3,1,9,9,2,1,0,147,34,16,6,20,23,0.19,2.94,0,2,0,0,194,0,18,,, +pappami01,1967,1,CIN,NL,16,13,34,32,5,3,0,653,218,81,19,38,129,0.25,3.35,5,3,5,0,894,2,88,,, +pascuca02,1967,1,WS2,AL,12,10,28,27,5,1,0,494,147,60,15,43,106,0.23,3.28,3,7,3,0,673,1,73,,, +penaor01,1967,1,DET,AL,0,1,2,0,0,0,0,6,5,3,0,0,2,0.5,13.5,0,0,1,0,12,1,3,,, +penaor01,1967,2,CLE,AL,0,3,48,1,0,0,8,265,67,33,8,22,72,0.2,3.36,5,3,1,0,354,21,34,,, +perkice01,1967,1,NYA,AL,0,1,2,1,0,0,0,15,6,5,1,2,1,0.31,9,0,0,0,0,21,0,5,,, +perraro01,1967,1,LAN,NL,6,7,70,0,0,0,16,330,97,30,4,45,75,0.24,2.45,13,3,3,0,464,47,36,,, +perryga01,1967,1,SFN,NL,15,17,39,37,18,3,1,879,231,85,20,84,230,0.21,2.61,17,13,4,1,1178,2,98,,, +perryji01,1967,1,MIN,AL,8,7,37,11,3,2,0,392,123,44,8,50,94,0.25,3.03,5,2,3,0,549,7,51,,, +peterfr01,1967,1,NYA,AL,8,14,36,30,6,1,0,544,179,70,11,43,102,0.25,3.47,9,1,3,1,755,1,88,,, +peterga01,1967,1,CHA,AL,16,11,38,36,11,3,0,780,187,66,15,91,215,0.19,2.28,8,7,11,1,1060,0,81,,, +phoebto01,1967,1,BAL,AL,14,9,33,33,7,4,0,624,177,77,16,114,179,0.22,3.33,1,12,0,0,902,0,84,,, +piercto01,1967,1,KC1,AL,3,4,49,6,0,0,7,293,79,33,6,30,61,0.22,3.04,6,2,5,1,400,20,42,,, +pizarju01,1967,1,PIT,NL,8,10,50,9,1,1,9,321,99,47,10,52,96,0.24,3.95,15,2,2,0,464,21,55,,, +podrejo01,1967,1,DET,AL,3,1,21,8,0,0,1,190,58,27,12,11,34,0.24,3.84,2,3,1,0,251,6,29,,, +priddbo01,1967,1,WS2,AL,3,7,46,8,1,0,4,330,98,42,12,33,57,0.24,3.44,5,4,0,0,448,13,48,,, +queenme02,1967,1,CIN,NL,14,8,31,24,6,2,0,587,155,60,17,52,154,0.21,2.76,5,9,6,0,790,4,69,,, +radatdi01,1967,1,CLE,AL,0,0,3,0,0,0,0,9,5,2,1,2,1,0.35,6,0,0,0,0,16,2,2,,, +radatdi01,1967,2,CHN,NL,1,0,20,0,0,0,5,70,12,17,4,24,18,0.15,6.56,2,9,5,0,111,9,21,,, +rakowed01,1967,1,ATL,NL,3,2,17,3,0,0,0,118,36,23,4,15,25,0.24,5.26,3,4,1,0,168,2,23,,, +ramospe01,1967,1,PHI,NL,0,0,6,0,0,0,0,24,14,8,1,8,1,0.41,9,1,0,2,0,46,4,8,,, +raymocl01,1967,1,HOU,NL,0,4,21,0,0,0,5,93,31,11,5,7,17,0.25,3.19,4,1,2,0,131,13,12,,, +raymocl01,1967,2,ATL,NL,4,1,28,0,0,0,5,103,33,10,2,11,14,0.26,2.62,5,0,0,0,143,20,11,,, +reedho01,1967,1,HOU,NL,1,1,4,2,0,0,0,55,19,7,0,2,9,0.26,3.44,0,2,0,0,74,2,8,,, +reedro01,1967,1,ATL,NL,1,1,3,3,0,0,0,64,21,7,1,3,11,0.26,2.95,0,1,2,0,89,0,8,,, +reganph01,1967,1,LAN,NL,6,9,55,3,0,0,6,289,108,32,2,32,53,0.28,2.99,17,5,2,1,430,28,38,,, +renifha01,1967,1,NYA,AL,0,2,24,0,0,0,0,120,40,19,0,14,24,0.25,4.28,2,1,3,0,177,11,22,,, +renifha01,1967,2,NYN,NL,3,3,29,0,0,0,4,129,42,16,1,23,21,0.26,3.35,4,4,1,0,191,16,20,,, +ribande01,1967,1,PIT,NL,9,8,38,22,2,0,0,516,186,78,16,40,75,0.28,4.08,5,7,3,0,717,3,78,,, +richepe01,1967,1,WS2,AL,2,6,11,10,1,1,0,163,49,28,5,15,41,0.23,4.64,0,0,1,0,229,0,29,,, +richepe01,1967,2,BAL,AL,7,10,26,19,5,1,2,397,107,44,11,41,90,0.22,2.99,1,0,1,0,541,5,53,,, +ritchja01,1967,1,ATL,NL,4,6,52,0,0,0,2,247,75,29,6,29,57,0.24,3.17,11,6,4,0,351,15,32,,, +roberda04,1967,1,NYA,AL,0,0,2,0,0,0,0,6,3,2,0,2,0,0.42,9,1,0,2,0,12,1,2,,, +roberri01,1967,1,SFN,NL,0,0,1,0,0,0,0,6,3,1,0,0,1,0.33,4.5,0,1,0,0,9,1,1,,, +rodriro01,1967,1,KC1,AL,1,1,15,5,0,0,2,121,42,16,4,14,29,0.26,3.57,1,0,1,0,176,3,17,,, +rohrbi01,1967,1,BOS,AL,2,3,10,8,2,1,0,127,43,24,4,22,16,0.25,5.1,2,3,2,0,195,0,27,,, +rohrle01,1967,1,NYN,NL,2,1,3,3,0,0,0,51,13,4,1,9,15,0.22,2.12,0,0,0,0,71,0,7,,, +rojasco01,1967,1,PHI,NL,0,0,1,0,0,0,0,3,1,0,0,0,0,0.2,0,0,0,0,0,5,1,0,,, +rojasmi01,1967,1,CAL,AL,12,9,72,0,0,0,27,365,106,34,7,38,83,0.23,2.52,17,5,3,1,513,53,45,,, +rolanji01,1967,1,MIN,AL,0,1,25,0,0,0,2,107,33,12,3,17,16,0.24,3.03,5,3,0,0,157,11,12,,, +rubiojo01,1967,1,CAL,AL,0,2,3,3,0,0,0,45,18,6,2,9,4,0.31,3.6,0,0,4,0,70,0,7,,, +sadecra01,1967,1,SFN,NL,12,6,35,24,10,2,0,564,165,58,8,58,145,0.23,2.78,4,9,4,1,775,4,65,,, +sanfoja02,1967,1,CAL,AL,3,2,12,9,0,0,1,145,53,24,6,7,21,0.28,4.47,1,0,0,1,196,2,26,,, +sanfoja02,1967,2,KC1,AL,1,2,10,1,0,0,0,66,24,16,1,14,13,0.29,6.55,4,1,2,0,102,3,18,,, +santijo02,1967,1,BOS,AL,12,4,50,11,2,0,5,436,138,58,14,47,109,0.25,3.59,3,3,2,0,605,16,61,,, +schmeal01,1967,1,NYN,NL,0,0,2,0,0,0,0,9,4,1,1,1,2,0.36,3,0,0,0,0,12,2,1,,, +schneda01,1967,1,HOU,NL,0,2,54,0,0,0,2,158,60,29,5,27,39,0.29,4.96,8,2,2,1,241,27,33,,, +schwado01,1967,1,ATL,NL,0,0,1,0,0,0,0,2,0,0,0,1,0,0,0,1,0,0,0,2,1,0,,, +seaveto01,1967,1,NYN,NL,16,13,35,34,18,2,0,753,224,77,19,78,170,0.24,2.76,6,5,5,0,1029,1,85,,, +seguidi01,1967,1,KC1,AL,3,4,36,3,0,0,1,210,62,24,4,31,52,0.23,3.09,5,2,2,0,302,12,30,,, +selmadi01,1967,1,NYN,NL,2,4,38,4,0,0,2,244,71,25,3,36,52,0.24,2.77,6,5,2,0,341,12,29,,, +sembeca01,1967,1,HOU,NL,2,6,45,0,0,0,3,179,66,32,7,19,48,0.26,4.83,4,2,1,0,269,15,39,,, +shawbo01,1967,1,NYN,NL,3,9,23,13,3,1,0,296,105,47,9,28,49,0.27,4.29,9,4,2,0,420,5,54,,, +shawbo01,1967,2,CHN,NL,0,2,9,3,0,0,0,67,33,15,0,9,7,0.35,6.04,4,1,4,0,111,2,16,,, +shawdo01,1967,1,NYN,NL,4,5,40,0,0,0,3,154,40,17,5,23,44,0.21,2.98,5,0,0,0,216,18,19,,, +shellji01,1967,1,PIT,NL,1,1,6,2,1,0,0,70,23,7,1,12,11,0.25,2.7,1,1,1,0,105,1,12,,, +sherrla01,1967,1,DET,AL,0,1,20,0,0,0,1,84,35,20,3,7,20,0.28,6.43,0,3,1,0,133,6,22,,, +sherrla01,1967,2,HOU,NL,1,2,29,0,0,0,6,122,53,22,4,13,32,0.32,4.87,2,3,1,0,187,17,26,,, +shortbi01,1967,1,PIT,NL,0,0,6,0,0,0,1,7,1,1,0,1,1,0.14,3.86,0,0,0,0,9,1,1,,, +shortch02,1967,1,PHI,NL,9,11,29,26,8,2,1,598,163,53,9,74,142,0.22,2.39,7,6,4,0,817,1,55,,, +siebeso01,1967,1,CLE,AL,10,12,34,26,7,1,4,556,136,49,17,54,136,0.2,2.38,2,3,6,1,743,4,59,,, +siebldw01,1967,1,MIN,AL,0,0,2,0,0,0,0,9,4,1,0,1,0,0.36,3,0,0,0,0,13,1,1,,, +simmocu01,1967,1,CHN,NL,3,7,17,14,3,0,0,246,100,45,10,23,31,0.3,4.94,4,1,2,0,370,1,54,,, +simmocu01,1967,2,CAL,AL,2,1,14,4,1,1,1,104,44,10,1,9,13,0.32,2.6,3,0,2,0,149,2,11,,, +singebi01,1967,1,LAN,NL,12,8,32,29,7,3,0,613,185,60,5,61,169,0.23,2.64,11,10,8,3,854,1,68,,, +siskto01,1967,1,PIT,NL,13,13,37,31,11,2,1,623,196,77,6,78,85,0.25,3.34,10,8,3,0,872,3,88,,, +sparmjo01,1967,1,DET,AL,16,9,37,37,11,5,0,653,186,91,20,85,153,0.22,3.76,2,7,8,2,920,0,103,,, +staffbi01,1967,1,KC1,AL,0,1,14,0,0,0,0,48,12,3,0,9,10,0.21,1.69,2,0,0,0,67,5,4,,, +stangle01,1967,1,BOS,AL,8,10,35,24,6,2,1,545,171,56,14,32,101,0.24,2.77,7,3,2,0,735,2,64,,, +stephje01,1967,1,BOS,AL,3,1,8,6,0,0,1,119,32,17,4,16,24,0.22,3.86,2,1,1,0,161,1,18,,, +stockwe01,1967,1,KC1,AL,0,0,1,0,0,0,0,3,3,2,0,2,0,0.5,18,0,0,0,0,8,1,2,,, +stonebi01,1967,1,CHN,NL,2,4,28,2,0,0,4,189,51,23,7,22,52,0.22,3.29,4,0,0,0,258,12,24,,, +stonege02,1967,1,ATL,NL,0,0,2,1,0,0,0,22,8,4,0,1,5,0.26,4.91,0,0,0,0,31,0,4,,, +stottme01,1967,1,NYA,AL,15,15,36,36,10,4,0,765,235,84,20,88,151,0.24,2.96,11,5,2,0,1063,0,96,,, +suttodo01,1967,1,LAN,NL,11,15,37,34,11,3,1,698,223,102,18,57,169,0.25,3.95,9,3,6,0,962,2,106,,, +talbofr01,1967,1,NYA,AL,6,8,29,22,2,0,0,416,132,65,20,54,61,0.25,4.22,5,0,6,0,603,3,78,,, +tayloro01,1967,1,NYN,NL,4,6,50,0,0,0,8,219,60,19,1,23,46,0.23,2.34,14,1,1,2,297,31,21,,, +terryra01,1967,1,NYN,NL,0,0,2,0,0,0,0,10,1,0,0,0,5,0.09,0,0,0,0,0,11,1,0,,, +thoendi01,1967,1,PHI,NL,0,0,1,0,0,0,0,3,2,1,0,0,0,0.5,9,0,0,0,0,5,0,1,,, +tiantlu01,1967,1,CLE,AL,12,9,33,29,9,1,2,641,177,65,24,67,219,0.22,2.74,2,1,1,1,872,4,76,,, +tiefebo01,1967,1,CLE,AL,0,1,5,0,0,0,0,34,9,1,0,3,6,0.22,0.79,1,2,0,0,44,3,3,,, +tilloth01,1967,1,NYA,AL,3,9,43,5,1,0,2,295,99,44,9,39,62,0.26,4.03,3,0,2,1,430,22,52,,, +torremi01,1967,1,SLN,NL,0,1,3,1,0,0,0,17,5,2,0,1,5,0.23,3.18,0,0,1,0,23,2,2,,, +tsitojo01,1967,1,CIN,NL,1,0,2,1,0,0,0,24,4,3,1,6,4,0.15,3.38,0,0,0,0,33,0,3,,, +turneke01,1967,1,CAL,AL,1,2,13,1,0,0,0,52,16,8,4,4,6,0.23,4.15,0,0,1,0,72,4,9,,, +uphamjo01,1967,1,CHN,NL,0,1,5,0,0,0,0,4,4,5,1,2,2,0.57,33.75,1,1,0,0,10,2,5,,, +upshace01,1967,1,ATL,NL,2,3,30,0,0,0,8,136,42,13,4,8,31,0.24,2.58,4,1,4,0,185,20,14,,, +vealebo01,1967,1,PIT,NL,16,8,33,31,6,1,0,609,184,82,12,119,179,0.24,3.64,10,11,5,3,891,0,90,,, +verbajo01,1967,1,NYA,AL,4,3,28,6,1,1,2,241,74,25,6,21,39,0.24,2.8,3,3,2,0,328,11,27,,, +vonhobr01,1967,1,HOU,NL,0,3,10,10,0,0,0,151,52,27,3,28,22,0.26,4.83,1,2,0,0,229,0,29,,, +wagnega01,1967,1,PHI,NL,0,0,1,0,0,0,0,6,1,0,0,0,1,0.16,0,0,0,0,0,6,1,0,,, +washbra01,1967,1,SLN,NL,10,7,27,27,3,1,0,559,190,73,14,42,98,0.26,3.53,7,2,4,0,777,0,78,,, +waslega01,1967,1,BOS,AL,2,2,12,8,0,0,0,126,34,15,3,20,20,0.22,3.21,2,2,1,1,177,1,18,,, +watted01,1967,1,BAL,AL,3,5,49,0,0,0,8,311,67,26,5,37,93,0.18,2.26,6,6,3,0,413,22,26,,, +weaveji02,1967,1,CAL,AL,3,0,13,2,0,0,1,91,26,9,2,9,20,0.23,2.67,2,1,1,0,123,3,11,,, +wickeda01,1967,1,DET,AL,4,5,36,4,0,0,4,256,72,26,6,33,44,0.23,2.74,2,5,4,0,352,13,30,,, +wilheho01,1967,1,CHA,AL,8,3,49,0,0,0,12,267,58,13,2,34,76,0.18,1.31,4,2,4,0,360,30,21,,, +willhni01,1967,1,CAL,AL,0,2,10,7,0,0,0,118,39,19,8,16,22,0.25,4.35,0,1,0,1,168,1,20,,, +willhni01,1967,2,NYN,NL,0,1,4,1,0,0,0,25,9,8,1,5,9,0.25,8.64,0,2,0,1,40,0,8,,, +williro01,1967,1,SLN,NL,6,5,65,0,0,0,10,243,76,24,3,43,42,0.25,2.67,20,5,3,0,350,24,27,,, +willist02,1967,1,CLE,AL,6,4,16,8,2,1,1,237,64,23,6,24,75,0.21,2.62,2,1,1,0,325,4,26,,, +wilsodo01,1967,1,HOU,NL,10,9,31,28,7,3,0,552,141,57,10,69,159,0.2,2.79,2,10,7,3,757,0,67,,, +wilsoea01,1967,1,DET,AL,22,11,39,38,12,0,0,792,216,96,34,92,184,0.22,3.27,7,8,3,0,1083,1,103,,, +wiseri01,1967,1,PHI,NL,11,11,36,25,6,3,0,544,177,66,8,45,111,0.25,3.28,5,4,4,0,745,4,69,,, +womacdo01,1967,1,NYA,AL,5,6,65,0,0,0,18,291,80,26,6,35,57,0.23,2.41,14,4,3,0,399,48,33,,, +woodeha01,1967,1,SLN,NL,2,1,36,0,0,0,2,125,41,24,2,28,20,0.25,5.18,9,3,3,0,199,9,29,,, +woodwi01,1967,1,CHA,AL,4,2,51,8,0,0,4,286,95,26,2,28,47,0.26,2.45,4,6,1,2,404,10,34,,, +worthal01,1967,1,MIN,AL,8,9,59,0,0,0,16,276,77,29,6,38,80,0.22,2.84,10,5,1,0,383,44,36,,, +wrighcl01,1967,1,CAL,AL,5,5,20,11,1,0,0,232,76,28,5,24,35,0.26,3.26,2,2,1,0,323,3,33,,, +wyattjo02,1967,1,BOS,AL,10,7,60,0,0,0,20,280,71,27,6,39,68,0.21,2.6,5,6,2,0,379,43,30,,, +wynnebi02,1967,1,NYN,NL,0,0,6,1,0,0,0,26,12,3,0,2,4,0.32,3.12,0,0,0,0,41,3,4,,, +zachach02,1967,1,HOU,NL,1,6,9,7,0,0,0,109,42,23,5,12,18,0.29,5.7,1,1,2,0,163,0,27,,, +abernte02,1968,1,CIN,NL,10,7,78,0,0,0,13,404,111,37,9,55,64,0.22,2.47,15,2,4,0,562,53,43,,, +adamsmi01,1968,1,BAL,AL,0,2,2,2,0,0,0,23,9,8,2,4,4,0.28,9.39,0,0,0,1,36,0,9,,, +aguirha01,1968,1,LAN,NL,1,2,25,0,0,0,3,118,32,3,0,13,25,0.22,0.69,3,4,3,0,167,16,8,,, +akerja01,1968,1,OAK,AL,4,4,54,0,0,0,11,224,72,34,6,33,44,0.25,4.1,6,4,6,0,330,30,39,,, +arrigge01,1968,1,CIN,NL,12,10,36,31,5,1,0,616,181,76,13,77,140,0.23,3.33,7,10,4,0,853,0,84,,, +bahnsst01,1968,1,NYA,AL,17,12,37,34,10,1,0,802,216,61,14,68,162,0.22,2.05,6,4,2,1,1070,3,72,,, +bailest01,1968,1,CLE,AL,0,1,2,1,0,0,0,15,4,2,1,2,1,0.23,3.6,0,1,0,0,21,0,3,,, +baldwda01,1968,1,WS2,AL,0,2,40,0,0,0,5,126,40,19,7,12,30,0.26,4.07,0,1,0,0,173,22,19,,, +barbest01,1968,1,NYA,AL,6,5,20,19,3,1,0,385,127,46,7,64,87,0.25,3.23,4,5,3,1,575,0,63,,, +beenefr01,1968,1,BAL,AL,0,0,1,0,0,0,0,3,2,1,0,1,1,0.5,9,0,0,0,0,6,1,1,,, +bellga01,1968,1,BOS,AL,11,11,35,27,9,3,1,598,177,69,7,68,103,0.23,3.12,6,9,5,0,827,4,82,,, +bennede01,1968,1,CAL,AL,0,5,16,7,1,0,1,145,46,19,6,17,36,0.25,3.54,0,0,4,0,212,4,22,,, +bertafr01,1968,1,WS2,AL,7,13,27,23,1,0,0,382,133,66,15,69,81,0.27,4.66,1,17,6,0,575,0,76,,, +billija01,1968,1,LAN,NL,3,0,50,1,0,0,8,212,54,17,0,30,46,0.21,2.17,9,6,2,0,293,26,18,,, +blasiwa01,1968,1,HOU,NL,1,2,22,2,0,0,1,108,45,19,3,10,22,0.3,4.75,1,3,0,0,160,7,21,,, +blassst01,1968,1,PIT,NL,18,6,33,31,12,7,0,661,191,52,13,57,132,0.23,2.12,5,7,4,0,885,3,64,,, +boglewa01,1968,1,OAK,AL,0,0,16,1,0,0,0,69,26,11,3,8,26,0.28,4.3,1,2,0,1,103,7,12,,, +bolinbo01,1968,1,SFN,NL,10,5,34,19,6,3,0,530,128,39,9,46,126,0.2,1.99,9,9,4,0,696,2,44,,, +boozejo01,1968,1,PHI,NL,2,2,38,0,0,0,5,206,76,28,3,15,49,0.27,3.67,3,2,2,0,295,20,32,,, +bosmadi01,1968,1,WS2,AL,2,9,46,10,0,0,1,417,139,57,9,35,63,0.26,3.69,5,4,4,0,581,10,63,,, +bosweda01,1968,1,MIN,AL,10,13,34,28,7,2,0,570,148,70,19,87,143,0.21,3.32,2,9,7,0,799,0,79,,, +boutoji01,1968,1,NYA,AL,1,1,12,3,1,0,0,132,49,18,5,9,24,0.28,3.68,0,2,2,0,187,1,20,,, +brabege01,1968,1,BAL,AL,6,7,37,15,3,2,3,375,116,46,9,48,92,0.24,3.31,4,5,3,2,530,8,52,,, +brandbu01,1968,1,BOS,AL,0,0,8,0,0,0,0,38,19,9,1,9,10,0.33,6.39,0,0,1,0,67,6,11,,, +breweji01,1968,1,LAN,NL,8,3,54,0,0,0,14,229,59,21,5,33,75,0.21,2.48,13,2,0,0,311,39,22,,, +brilene01,1968,1,SLN,NL,19,11,33,33,13,4,0,731,251,76,18,55,141,0.26,2.81,12,4,7,0,1024,0,90,,, +brittji02,1968,1,ATL,NL,4,6,34,9,2,2,3,270,81,31,1,34,61,0.24,3.1,5,2,2,0,377,12,35,,, +brownjo04,1968,1,CHN,NL,0,0,1,0,0,0,0,6,2,1,0,1,0,0.28,4.5,1,0,0,0,9,0,1,,, +brownpa01,1968,1,PHI,NL,0,0,2,0,0,0,0,12,6,4,0,1,4,0.35,9,0,0,0,0,19,1,4,,, +brunege01,1968,1,CAL,AL,13,17,39,36,8,5,0,736,191,78,23,68,132,0.21,2.86,3,10,2,0,973,2,83,,, +bunkewa01,1968,1,BAL,AL,2,0,18,10,2,1,0,213,59,19,4,14,44,0.22,2.41,1,2,1,0,282,1,25,,, +bunniji01,1968,1,PIT,NL,4,14,27,26,3,1,0,480,168,69,14,48,95,0.27,3.88,6,3,8,0,684,0,75,,, +burgmto01,1968,1,CAL,AL,1,4,56,2,0,0,5,218,65,35,5,24,33,0.25,4.33,3,1,0,0,295,24,41,,, +buzhajo01,1968,1,HOU,NL,4,4,39,4,0,0,5,251,73,29,0,35,37,0.23,3.12,13,7,4,0,356,15,35,,, +cainle01,1968,1,DET,AL,1,0,8,4,0,0,0,72,25,8,1,20,13,0.26,3,1,2,0,0,114,1,9,,, +cardwdo01,1968,1,NYN,NL,7,13,29,25,5,1,1,539,156,59,9,50,82,0.23,2.96,11,7,10,1,747,1,69,,, +carloci01,1968,1,CHA,AL,4,14,29,21,0,0,0,367,121,53,13,37,57,0.25,3.9,5,1,10,0,524,1,64,,, +carltst01,1968,1,SLN,NL,13,11,34,33,10,5,0,695,214,77,11,61,162,0.24,2.99,4,6,3,0,954,1,87,,, +carrocl02,1968,1,ATL,NL,0,1,10,0,0,0,0,67,26,12,1,6,10,0.31,4.84,2,0,0,0,96,5,15,,, +carrocl02,1968,2,CIN,NL,7,7,58,1,0,0,17,365,102,31,3,32,61,0.23,2.29,10,1,6,0,489,39,35,,, +chancde01,1968,1,MIN,AL,16,16,43,39,15,6,1,876,224,82,15,63,234,0.21,2.53,8,12,10,1,1161,3,96,,, +ciminpe01,1968,1,CAL,AL,0,0,4,0,0,0,0,21,7,2,0,4,2,0.25,2.57,0,2,0,0,32,0,5,,, +clarkri01,1968,1,CAL,AL,1,11,21,17,0,0,0,283,74,37,4,54,60,0.21,3.53,1,13,1,0,407,2,51,,, +clonito01,1968,1,ATL,NL,1,3,8,1,0,0,0,57,15,9,0,11,7,0.22,4.26,2,1,0,0,80,4,9,,, +clonito01,1968,2,CIN,NL,4,3,17,17,2,2,0,274,81,41,7,48,65,0.23,4.04,6,6,3,0,407,0,49,,, +colavro01,1968,2,NYA,AL,1,0,1,0,0,0,0,8,1,0,0,2,1,0.11,0,0,0,0,0,11,0,0,,, +colemjo05,1968,1,WS2,AL,12,16,33,33,12,2,0,669,212,81,19,51,139,0.25,3.27,3,9,12,2,929,0,98,,, +coltola01,1968,1,PHI,NL,0,0,1,0,0,0,0,6,3,1,0,0,2,0.33,4.5,0,0,0,0,9,0,1,,, +connobi01,1968,1,NYN,NL,0,1,9,0,0,0,0,42,21,14,0,7,8,0.33,9,1,1,1,0,72,3,14,,, +coombda01,1968,1,HOU,NL,4,3,40,2,0,0,2,140,52,17,0,17,29,0.28,3.28,4,5,1,0,207,16,21,,, +coxca01,1968,1,WS2,AL,0,1,4,0,0,0,0,23,7,2,0,0,4,0.25,2.35,0,0,0,0,29,0,2,,, +cuellmi01,1968,1,HOU,NL,8,11,28,24,11,2,1,512,152,52,8,45,133,0.23,2.74,7,2,1,0,700,3,60,,, +culpra01,1968,1,BOS,AL,16,6,35,30,11,6,0,649,166,70,18,82,190,0.21,2.91,8,9,9,0,888,2,79,,, +culvege01,1968,1,CIN,NL,11,16,42,35,5,2,2,679,229,81,8,84,114,0.26,3.22,7,5,14,0,980,5,95,,, +cumbejo01,1968,1,NYA,AL,0,0,1,0,0,0,0,6,3,2,1,1,1,0.33,9,0,0,0,0,10,1,4,,, +dalcabr01,1968,1,PIT,NL,1,1,7,0,0,0,2,51,7,4,0,6,8,0.12,2.12,2,0,2,0,66,5,4,,, +davidte01,1968,1,CIN,NL,1,0,23,0,0,0,0,65,27,15,3,7,7,0.3,6.23,0,1,0,0,97,7,15,,, +davidte01,1968,2,ATL,NL,0,0,4,0,0,0,0,20,10,5,2,4,3,0.34,6.75,1,0,0,0,33,3,5,,, +denehbi01,1968,1,WS2,AL,0,0,3,0,0,0,0,6,4,2,0,4,1,0.44,9,1,0,0,0,13,0,3,,, +dierkla01,1968,1,HOU,NL,12,15,32,32,10,1,0,701,206,86,14,89,161,0.24,3.31,12,20,8,0,981,0,95,,, +dobsoch01,1968,1,OAK,AL,12,14,35,34,11,3,0,676,197,75,20,80,168,0.23,3,10,10,4,0,939,1,91,,, +dobsopa01,1968,1,DET,AL,5,8,47,10,2,1,7,375,89,37,13,48,93,0.2,2.66,6,4,2,1,502,16,39,,, +downial01,1968,1,NYA,AL,3,3,15,12,1,0,0,184,54,24,7,20,40,0.23,3.52,2,1,1,1,256,1,24,,, +drabomo01,1968,1,BAL,AL,4,4,45,0,0,0,7,184,35,13,3,25,46,0.16,1.91,5,7,4,0,242,26,17,,, +drysddo01,1968,1,LAN,NL,14,12,31,31,12,8,0,717,201,57,11,56,155,0.23,2.15,10,4,12,0,954,0,68,,, +dukesto01,1968,1,HOU,NL,2,2,43,0,0,0,4,158,62,25,3,28,37,0.29,4.27,12,4,2,1,251,19,31,,, +ellisdo01,1968,1,PIT,NL,6,5,26,10,2,0,0,312,82,29,4,38,52,0.21,2.51,4,6,1,1,426,5,35,,, +ellissa01,1968,1,CAL,AL,9,10,42,24,3,0,2,492,150,72,22,56,93,0.24,3.95,4,1,6,0,694,6,80,,, +ellswdi01,1968,1,BOS,AL,16,7,31,28,10,1,0,588,196,66,16,37,106,0.26,3.03,3,5,7,1,808,1,74,,, +facero01,1968,1,PIT,NL,2,4,43,0,0,0,13,156,46,15,3,7,34,0.23,2.6,2,0,2,0,206,33,17,,, +facero01,1968,2,DET,AL,0,0,2,0,0,0,0,3,2,0,0,1,1,0.5,0,1,0,0,0,5,0,0,,, +farretu01,1968,1,PHI,NL,4,6,54,0,0,0,12,249,83,32,7,32,57,0.27,3.47,6,3,2,0,357,36,40,,, +fastda01,1968,1,CHN,NL,0,1,8,1,0,0,0,30,8,6,1,8,10,0.21,5.4,0,0,0,0,46,2,6,,, +fingero01,1968,1,OAK,AL,0,0,1,0,0,0,0,4,4,4,1,1,0,0.57,27,0,1,1,0,9,0,4,,, +fisheed02,1968,1,CLE,AL,4,2,54,0,0,0,4,284,87,30,8,17,42,0.24,2.85,3,6,2,0,380,24,36,,, +fisheja01,1968,1,CHA,AL,8,13,35,28,2,0,0,542,176,60,14,48,80,0.25,2.99,4,4,7,0,750,1,68,,, +fosteal01,1968,1,LAN,NL,1,1,3,3,0,0,0,47,11,3,1,2,10,0.2,1.72,0,0,0,0,57,0,4,,, +friseda01,1968,1,NYN,NL,2,4,19,4,0,0,2,152,53,22,5,17,47,0.27,3.91,0,4,0,0,216,10,23,,, +frymawo01,1968,1,PHI,NL,12,14,34,32,10,5,0,641,198,66,12,64,151,0.24,2.78,2,7,6,2,892,1,78,,, +gardnro01,1968,1,CLE,AL,0,0,5,0,0,0,0,8,5,2,0,2,6,0.41,6.75,0,0,0,0,15,0,3,,, +gibbojo01,1968,1,SFN,NL,1,2,29,0,0,0,1,120,33,7,3,19,22,0.23,1.58,4,4,2,0,168,10,10,,, +gibsobo01,1968,1,SLN,NL,22,9,34,34,28,13,0,914,198,38,11,62,268,0.18,1.12,6,4,7,0,1161,0,49,,, +gilsoha01,1968,1,SLN,NL,0,2,13,0,0,0,2,65,27,11,1,11,19,0.31,4.57,1,1,0,0,101,6,11,,, +gilsoha01,1968,2,HOU,NL,0,0,2,0,0,0,0,11,7,3,0,1,1,0.41,7.36,1,0,1,0,19,1,4,,, +giustda01,1968,1,HOU,NL,11,14,37,34,12,2,1,753,226,89,15,67,186,0.23,3.19,7,11,4,2,1031,1,95,,, +gladdfr01,1968,1,HOU,NL,0,0,7,0,0,0,2,13,8,7,0,3,2,0.42,14.54,1,3,1,0,24,4,7,,, +gramlto01,1968,1,CLE,AL,0,1,3,0,0,0,0,10,3,1,0,2,1,0.25,2.7,2,1,0,0,15,3,1,,, +grangwa01,1968,1,SLN,NL,4,2,34,0,0,0,4,132,40,11,2,12,27,0.23,2.25,3,2,2,0,184,19,14,,, +grantmu01,1968,1,LAN,NL,6,4,37,4,1,0,3,284,77,22,1,19,35,0.22,2.09,3,3,6,0,378,19,29,,, +guinnsk01,1968,1,ATL,NL,0,0,3,0,0,0,0,15,3,2,0,3,4,0.16,3.6,0,1,0,0,21,3,2,,, +halldi01,1968,1,PHI,NL,4,1,32,0,0,0,0,138,53,25,6,5,31,0.29,4.89,3,0,1,0,192,18,26,,, +hallto01,1968,1,MIN,AL,2,1,8,4,0,0,0,89,27,8,1,12,18,0.23,2.43,2,2,1,0,127,2,15,,, +hamilja01,1968,1,CAL,AL,3,1,21,2,1,0,2,114,34,14,0,15,18,0.24,3.32,1,5,0,0,157,4,15,,, +hamilst01,1968,1,NYA,AL,2,2,40,0,0,0,11,152,37,12,0,13,42,0.21,2.13,4,1,1,0,195,24,13,,, +handsbi01,1968,1,CHN,NL,16,10,38,34,11,4,0,776,221,83,26,36,148,0.23,2.89,0,4,6,0,1013,0,91,,, +hannaji01,1968,1,WS2,AL,10,6,25,22,4,1,0,421,147,47,4,50,75,0.27,3.01,1,6,4,2,601,2,53,,, +hardiji01,1968,1,BAL,AL,18,13,35,35,16,2,0,732,188,68,20,70,160,0.21,2.51,5,9,10,1,974,0,79,,, +hargast01,1968,1,CLE,AL,8,15,32,27,4,2,0,475,139,73,11,81,78,0.24,4.15,8,4,5,0,677,3,81,,, +harrebi02,1968,1,CAL,AL,1,6,10,5,1,0,0,101,28,19,4,26,22,0.22,5.08,0,4,1,0,154,1,23,,, +hartech01,1968,1,CHN,NL,2,4,28,0,0,0,1,107,41,18,3,11,17,0.29,4.54,2,2,1,0,156,10,19,,, +haywobi01,1968,1,WS2,AL,0,0,14,0,0,0,0,69,27,12,1,12,10,0.31,4.7,0,0,2,0,107,2,16,,, +hedlumi01,1968,1,CLE,AL,0,0,3,0,0,0,0,5,6,2,0,2,0,0.54,10.8,0,0,1,0,14,1,2,,, +heffnbo01,1968,1,CAL,AL,0,0,7,0,0,0,0,24,6,2,0,6,3,0.24,2.25,1,1,0,0,33,2,2,,, +henrybi01,1968,1,SFN,NL,0,2,7,1,0,0,0,15,4,3,0,3,0,0.25,5.4,1,0,1,0,21,2,3,,, +henrybi01,1968,2,PIT,NL,0,0,10,0,0,0,0,50,29,15,2,3,9,0.38,8.1,1,3,2,0,81,4,18,,, +herbero01,1968,1,SFN,NL,0,0,28,2,0,0,0,128,55,16,5,15,18,0.3,3.38,8,3,1,0,196,8,26,,, +hernara01,1968,1,CHN,NL,0,0,8,0,0,0,0,27,14,9,1,0,3,0.35,9,0,1,1,0,42,3,11,,, +higgide01,1968,1,WS2,AL,4,4,59,0,0,0,13,299,81,36,8,46,66,0.22,3.25,9,4,3,0,424,33,40,,, +hillejo01,1968,1,DET,AL,9,6,39,12,4,1,2,384,92,34,9,51,78,0.2,2.39,4,2,0,0,518,13,37,,, +hoernjo01,1968,1,SLN,NL,8,2,47,0,0,0,17,146,34,8,2,12,42,0.19,1.48,4,3,0,0,194,33,9,,, +holtzke01,1968,1,CHN,NL,11,14,34,32,6,3,1,645,201,80,17,76,151,0.24,3.35,7,9,6,0,907,1,89,,, +horlejo01,1968,1,CHA,AL,12,14,35,35,4,1,0,671,197,59,16,70,102,0.23,2.37,7,6,14,0,928,0,75,,, +housepa01,1968,1,HOU,NL,1,1,18,0,0,0,0,49,21,14,0,6,6,0.32,7.71,3,0,2,0,75,8,15,,, +howarbr01,1968,1,BAL,AL,0,2,10,5,0,0,0,93,30,13,2,26,19,0.26,3.77,2,1,2,0,145,1,16,,, +howarbr01,1968,2,WS2,AL,1,4,13,7,0,0,0,146,62,29,7,23,23,0.33,5.36,2,1,0,0,220,2,30,,, +hughedi01,1968,1,SLN,NL,2,2,25,5,0,0,4,192,45,25,7,21,49,0.2,3.52,3,1,0,0,249,8,25,,, +humphbo01,1968,1,WS2,AL,5,7,56,0,0,0,2,278,78,38,13,30,56,0.23,3.69,2,2,0,0,378,29,40,,, +hunteca01,1968,1,OAK,AL,13,13,36,34,11,2,1,702,210,87,29,69,172,0.23,3.35,10,0,4,1,968,2,99,,, +jacksal01,1968,1,NYN,NL,3,7,25,9,0,0,3,278,88,38,5,17,59,0.24,3.69,6,0,2,0,376,7,42,,, +jacksgr01,1968,1,PHI,NL,1,6,33,6,1,0,1,183,59,20,4,20,49,0.24,2.95,3,3,0,0,264,12,28,,, +jacksla01,1968,1,PHI,NL,13,17,34,34,12,2,0,731,229,75,9,60,127,0.24,2.77,15,2,4,0,997,0,86,,, +jamesje01,1968,1,PHI,NL,4,4,29,13,1,1,0,348,112,55,8,46,83,0.25,4.27,2,3,4,1,495,5,61,,, +jarvipa01,1968,1,ATL,NL,16,12,34,34,14,1,0,768,202,74,15,50,157,0.21,2.6,5,5,2,2,1018,0,82,,, +jastela01,1968,1,SLN,NL,9,13,31,21,3,1,0,463,153,60,13,38,70,0.26,3.5,5,2,6,0,644,6,63,,, +jenkife01,1968,1,CHN,NL,20,15,40,40,20,3,0,924,255,90,26,65,260,0.22,2.63,7,6,3,1,1231,0,96,,, +johnsje01,1968,1,PHI,NL,4,4,16,11,2,0,0,242,82,29,5,29,40,0.26,3.24,2,2,2,0,345,3,33,,, +johnske02,1968,1,ATL,NL,5,8,31,16,1,0,0,405,145,52,10,25,57,0.27,3.47,10,3,9,0,566,9,58,,, +johnto01,1968,1,CHA,AL,10,5,25,25,5,1,0,532,135,39,10,49,117,0.21,1.98,4,2,12,1,705,0,45,,, +jonesst01,1968,1,WS2,AL,1,2,7,0,0,0,0,32,8,7,3,7,11,0.2,5.91,0,0,0,0,46,5,8,,, +kaatji01,1968,1,MIN,AL,14,12,30,29,9,2,0,624,192,68,16,40,130,0.24,2.94,0,5,3,0,854,0,78,,, +kealest01,1968,1,CAL,AL,0,1,6,0,0,0,0,30,10,3,0,5,4,0.25,2.7,2,0,0,0,44,3,3,,, +kekicmi01,1968,1,LAN,NL,2,10,25,20,1,1,0,345,116,50,9,46,84,0.26,3.91,0,0,1,3,493,1,54,,, +kelledi01,1968,1,ATL,NL,2,4,31,11,1,1,1,294,86,30,4,45,73,0.23,2.76,2,5,1,0,419,5,36,,, +kellero01,1968,1,MIN,AL,0,1,7,1,0,0,0,48,18,5,2,4,11,0.3,2.81,1,0,1,0,66,2,6,,, +kelsobi01,1968,1,CIN,NL,4,1,35,0,0,0,1,162,56,24,6,15,39,0.27,4,5,5,3,0,233,6,26,,, +kesteri01,1968,1,ATL,NL,0,0,5,0,0,0,0,19,8,4,0,3,9,0.3,5.68,0,1,0,0,29,5,4,,, +klinero01,1968,1,PIT,NL,12,5,56,0,0,0,7,338,94,21,3,31,48,0.23,1.68,11,0,2,0,449,31,26,,, +knowlda01,1968,1,WS2,AL,1,1,32,0,0,0,4,124,38,10,0,12,37,0.24,2.18,2,2,1,1,175,16,11,,, +kooncca01,1968,1,NYN,NL,6,4,55,2,0,0,11,291,80,26,4,32,50,0.23,2.41,11,4,1,0,385,31,27,,, +koosmje01,1968,1,NYN,NL,19,12,35,34,17,7,0,791,221,61,16,69,178,0.22,2.08,7,8,8,0,1058,0,72,,, +krausle02,1968,1,OAK,AL,10,11,36,25,2,0,4,555,147,64,16,62,105,0.21,3.11,9,3,3,0,758,7,68,,, +kurtzha01,1968,1,CLE,AL,1,0,28,0,0,0,1,114,37,22,2,15,16,0.25,5.21,6,4,5,0,169,12,24,,, +lamabja01,1968,1,CHN,NL,3,2,42,0,0,0,1,184,68,29,7,24,30,0.28,4.26,7,4,1,1,272,16,33,,, +landibi01,1968,1,BOS,AL,3,3,38,1,0,0,3,180,48,21,4,30,59,0.22,3.15,2,6,2,0,253,11,22,,, +lashefr01,1968,1,DET,AL,5,1,34,0,0,0,5,146,37,18,5,22,32,0.21,3.33,7,2,0,0,200,14,19,,, +lauzege01,1968,1,OAK,AL,0,0,1,0,0,0,0,3,0,0,0,1,0,0,0,0,1,0,0,4,0,0,,, +lazarda01,1968,1,CHA,AL,0,1,8,1,0,0,0,40,14,6,1,4,11,0.26,4.05,0,0,0,0,57,1,6,,, +leebo01,1968,1,CIN,NL,2,4,44,1,0,0,3,196,73,37,4,37,34,0.3,5.1,10,1,1,0,293,9,38,,, +lemasde01,1968,1,HOU,NL,10,15,33,32,7,2,0,672,231,70,11,72,146,0.26,2.81,11,7,4,2,965,0,79,,, +leonhda01,1968,1,BAL,AL,7,7,28,18,5,2,1,379,95,44,10,57,61,0.21,3.13,3,2,2,3,507,5,46,,, +lindbpa01,1968,1,OAK,AL,4,3,47,1,0,0,2,169,51,15,6,14,42,0.23,2.4,4,0,0,0,235,20,19,,, +linzyfr01,1968,1,SFN,NL,9,8,57,0,0,0,12,284,76,22,1,27,36,0.21,2.09,14,5,1,0,387,45,30,,, +lockebo01,1968,1,CAL,AL,2,3,29,0,0,0,2,109,51,26,3,13,21,0.33,6.44,3,2,1,1,172,11,29,,, +lockebo02,1968,1,CHA,AL,5,4,70,0,0,0,10,271,78,23,4,27,62,0.23,2.29,13,3,1,0,372,32,27,,, +lolicmi01,1968,1,DET,AL,17,9,39,32,8,4,1,660,178,78,23,65,197,0.21,3.19,4,3,11,0,905,4,84,,, +lonboji01,1968,1,BOS,AL,6,10,23,17,4,1,0,340,89,54,11,59,73,0.21,4.29,3,7,11,0,490,0,57,,, +lylesp01,1968,1,BOS,AL,6,1,49,0,0,0,11,197,67,20,6,14,52,0.26,2.74,2,5,0,1,274,29,25,,, +malonji01,1968,1,CIN,NL,16,10,33,32,8,5,0,621,183,83,17,80,181,0.23,3.61,6,12,2,0,864,1,100,,, +maricju01,1968,1,SFN,NL,26,9,38,38,30,5,0,978,295,88,21,46,218,0.23,2.43,9,8,6,2,1307,0,106,,, +mcandji01,1968,1,NYN,NL,4,7,12,12,2,1,0,237,66,20,5,17,46,0.23,2.28,4,4,4,0,314,0,20,,, +mcbeaal01,1968,1,PIT,NL,9,12,36,28,9,2,0,595,204,79,10,63,100,0.26,3.58,5,5,5,1,839,0,88,,, +mccoobi01,1968,1,CIN,NL,3,4,30,4,0,0,2,152,59,28,4,41,30,0.29,4.97,4,8,0,0,248,9,35,,, +mccormi03,1968,1,SFN,NL,12,14,38,28,9,2,1,595,196,79,17,49,121,0.25,3.58,13,9,2,0,838,5,92,,, +mcdanli01,1968,1,SFN,NL,0,0,12,0,0,0,0,58,30,16,2,5,9,0.35,7.45,0,2,0,0,90,8,16,,, +mcdanli01,1968,2,NYA,AL,4,1,24,0,0,0,10,154,30,10,5,12,43,0.16,1.75,3,0,1,0,195,19,10,,, +mcdowsa01,1968,1,CLE,AL,15,14,38,37,11,3,0,807,181,54,13,110,283,0.18,1.81,9,7,10,1,1098,0,78,,, +mcginda01,1968,1,CIN,NL,0,1,14,0,0,0,0,36,13,7,1,11,16,0.27,5.25,2,2,1,0,60,2,7,,, +mcgloji01,1968,1,CAL,AL,10,15,40,32,8,0,3,625,187,82,19,60,135,0.24,3.54,5,7,8,0,849,7,87,,, +mclaide01,1968,1,DET,AL,31,6,41,41,28,6,0,1008,241,73,31,63,280,0.2,1.96,2,3,6,0,1288,0,86,,, +mcmahdo02,1968,1,CHA,AL,2,1,25,0,0,0,0,138,31,10,2,20,32,0.19,1.96,6,2,3,0,190,5,10,,, +mcmahdo02,1968,2,DET,AL,3,1,20,0,0,0,1,107,22,8,2,10,33,0.18,2.02,1,3,0,0,135,9,8,,, +mcnalda01,1968,1,BAL,AL,22,10,35,35,18,5,0,819,175,59,24,55,202,0.18,1.95,1,5,10,1,1038,0,67,,, +merriji01,1968,1,MIN,AL,12,16,38,34,11,1,1,715,207,86,21,52,181,0.23,3.25,1,1,7,1,968,4,102,,, +messean01,1968,1,CAL,AL,4,2,28,5,2,1,4,244,44,20,3,35,74,0.15,2.21,4,3,1,1,321,9,21,,, +michage01,1968,1,NYA,AL,0,0,1,0,0,0,0,9,5,0,0,0,3,0.35,0,0,0,1,0,16,1,5,,, +mikkepe01,1968,1,CHN,NL,0,0,3,0,0,0,0,14,7,4,3,1,5,0.35,7.71,0,0,0,0,22,1,4,,, +mikkepe01,1968,2,SLN,NL,0,0,5,0,0,0,0,48,10,2,0,7,8,0.17,1.13,3,1,0,0,65,2,5,,, +milesji01,1968,1,WS2,AL,0,0,3,0,0,0,0,13,8,6,0,2,5,0.42,12.46,0,0,0,0,23,0,6,,, +millebo04,1968,1,MIN,AL,0,3,45,0,0,0,2,217,65,22,1,24,41,0.23,2.74,7,1,5,0,303,14,26,,, +millest01,1968,1,ATL,NL,0,0,2,0,0,0,0,4,1,4,0,4,1,0.5,27,2,1,0,0,7,1,4,,, +moelljo01,1968,1,LAN,NL,1,1,3,3,0,0,0,48,17,9,1,2,11,0.27,5.06,0,1,1,0,67,0,10,,, +monbobi01,1968,1,NYA,AL,5,7,17,11,2,0,0,268,92,44,7,13,32,0.26,4.43,2,0,3,0,370,2,47,,, +monbobi01,1968,2,SFN,NL,0,1,7,0,0,0,1,37,11,5,4,2,5,0.23,3.65,0,0,0,0,50,4,9,,, +mooreba01,1968,1,WS2,AL,4,6,32,18,0,0,3,353,116,44,8,42,56,0.26,3.37,2,5,2,0,503,4,55,,, +moosebo01,1968,1,PIT,NL,8,12,38,22,3,3,3,514,136,52,5,41,126,0.21,2.73,7,3,3,1,685,7,61,,, +morehda01,1968,1,BOS,AL,1,4,11,9,3,1,0,165,52,15,3,20,28,0.24,2.45,0,1,2,0,233,0,17,,, +morrida01,1968,1,MIN,AL,0,1,3,2,0,0,0,32,11,2,0,4,6,0.26,1.69,0,2,0,0,46,0,5,,, +morrijo06,1968,1,BAL,AL,2,0,19,0,0,0,0,95,19,9,4,17,22,0.17,2.56,2,2,4,0,133,2,11,,, +murphto02,1968,1,CAL,AL,5,6,15,15,3,0,0,298,67,24,5,28,56,0.19,2.17,0,2,5,0,391,0,30,,, +nashji01,1968,1,OAK,AL,13,13,34,33,12,6,0,686,185,58,18,55,169,0.21,2.28,12,5,3,0,910,0,63,,, +nelsome01,1968,1,SLN,NL,2,1,18,4,1,0,1,158,49,17,3,9,16,0.25,2.91,3,0,0,0,212,8,20,,, +nelsoro02,1968,1,BAL,AL,4,3,19,6,0,0,1,213,49,19,3,26,70,0.19,2.41,3,6,1,0,283,5,21,,, +niekrjo01,1968,1,CHN,NL,14,10,34,29,2,1,2,531,204,85,18,59,65,0.29,4.32,8,3,3,0,769,4,93,,, +niekrph01,1968,1,ATL,NL,14,12,37,34,15,5,2,771,228,74,16,45,140,0.23,2.59,3,16,5,3,1019,3,83,,, +nolanga01,1968,1,CIN,NL,9,4,23,22,4,2,0,450,105,40,10,49,111,0.19,2.4,1,3,3,1,595,0,48,,, +nyeri01,1968,1,CHN,NL,7,12,27,20,6,1,1,398,145,56,16,34,74,0.27,3.8,4,1,1,1,570,3,65,,, +nymanje01,1968,1,CHA,AL,2,1,8,7,1,1,0,121,38,9,1,16,27,0.24,2.01,1,2,0,1,175,0,13,,, +odombl01,1968,1,OAK,AL,16,10,32,31,9,4,0,694,179,63,9,98,143,0.21,2.45,9,17,7,0,950,0,74,,, +odonojo01,1968,1,BAL,AL,0,0,16,0,0,0,2,66,34,15,2,7,11,0.37,6.14,3,0,0,0,101,4,15,,, +ortegph01,1968,1,WS2,AL,5,12,31,16,1,1,0,347,115,64,12,62,57,0.26,4.98,8,4,5,1,519,10,70,,, +osteecl01,1968,1,LAN,NL,12,18,39,36,5,3,0,761,267,87,14,54,119,0.27,3.09,10,4,5,0,1053,1,109,,, +pappami01,1968,1,CIN,NL,2,5,15,11,0,0,0,188,70,39,9,10,43,0.27,5.6,3,1,2,2,268,2,41,,, +pappami01,1968,2,ATL,NL,10,8,22,19,3,1,0,364,111,32,8,22,75,0.24,2.37,6,4,3,0,485,3,36,,, +pascuca02,1968,1,WS2,AL,13,12,31,31,8,4,0,603,181,60,11,59,111,0.23,2.69,4,6,4,0,830,0,72,,, +patteda02,1968,1,DET,AL,2,3,38,1,0,0,7,204,53,16,3,27,49,0.21,2.12,1,3,4,1,283,22,19,,, +pattima01,1968,1,CAL,AL,4,4,52,4,0,0,3,252,67,26,7,37,66,0.22,2.79,4,5,2,0,350,19,27,,, +paulmi01,1968,1,CLE,AL,5,8,36,7,0,0,3,275,72,40,11,35,87,0.21,3.93,5,0,5,1,383,13,42,,, +perraro01,1968,1,MIN,AL,8,7,66,0,0,0,6,261,86,30,5,38,65,0.25,3.1,12,4,0,1,391,41,36,,, +perryga01,1968,1,SFN,NL,16,15,39,38,19,3,1,873,240,79,10,59,173,0.22,2.44,12,6,4,0,1159,1,93,,, +perryji01,1968,1,MIN,AL,8,6,32,18,3,2,1,417,113,35,8,26,69,0.21,2.27,2,2,5,0,556,4,37,,, +peterfr01,1968,1,NYA,AL,12,11,36,27,6,2,0,637,187,62,13,29,115,0.24,2.63,9,2,4,1,833,3,72,,, +peterga01,1968,1,CHA,AL,4,13,31,25,6,1,1,488,146,68,7,60,110,0.24,3.76,6,9,7,1,684,4,79,,, +phoebto01,1968,1,BAL,AL,15,15,36,36,9,3,0,722,186,70,10,105,193,0.21,2.62,5,10,4,3,994,0,81,,, +piercto01,1968,1,OAK,AL,1,2,17,3,0,0,1,98,39,14,3,10,16,0.29,3.86,2,1,1,0,146,5,16,,, +pinaho01,1968,1,CLE,AL,1,1,12,3,0,0,2,94,24,6,0,15,24,0.21,1.72,1,0,1,0,128,3,7,,, +pizarju01,1968,1,PIT,NL,1,1,12,0,0,0,0,33,14,4,2,10,6,0.31,3.27,2,2,1,0,59,6,7,,, +pizarju01,1968,2,BOS,AL,6,8,19,12,6,0,2,323,97,43,15,44,84,0.24,3.59,4,4,0,0,454,5,46,,, +priddbo01,1968,1,CHA,AL,3,11,35,18,2,0,0,342,106,46,14,41,66,0.24,3.63,1,4,4,0,488,8,50,,, +purdijo01,1968,1,LAN,NL,2,3,35,1,0,0,2,167,42,19,2,21,38,0.2,3.07,7,3,0,0,231,13,22,,, +queenme02,1968,1,CIN,NL,0,1,5,4,0,0,0,55,25,12,7,6,20,0.33,5.89,4,0,0,0,83,0,15,,, +rathfr01,1968,1,CHA,AL,0,0,5,0,0,0,0,34,8,2,0,3,3,0.18,1.59,1,3,1,0,49,0,5,,, +rayji01,1968,1,HOU,NL,2,3,41,2,1,0,1,242,65,24,5,25,71,0.22,2.68,8,1,1,1,333,14,26,,, +raymocl01,1968,1,ATL,NL,3,5,36,0,0,0,10,181,56,19,4,18,37,0.25,2.83,9,2,1,0,247,24,21,,, +reberfr01,1968,1,CHN,NL,0,1,3,1,0,0,0,18,9,3,1,2,3,0.34,4.5,0,0,0,0,28,1,4,,, +reedro01,1968,1,ATL,NL,11,10,35,28,6,1,0,605,189,75,10,49,111,0.24,3.35,11,9,6,0,838,2,87,,, +reganph01,1968,1,LAN,NL,2,0,5,0,0,0,0,23,10,3,1,1,7,0.31,3.52,0,0,0,0,34,2,3,,, +reganph01,1968,2,CHN,NL,10,5,68,0,0,0,25,381,109,31,9,24,60,0.23,2.2,6,3,2,0,508,60,36,,, +reynoar01,1968,1,CHN,NL,0,1,7,1,0,0,0,40,14,10,1,7,6,0.25,6.75,0,1,1,0,62,2,10,,, +ribande01,1968,1,DET,AL,2,2,14,0,0,0,1,73,20,6,1,10,7,0.21,2.22,2,0,1,0,105,4,7,,, +ribande01,1968,2,CHA,AL,0,2,17,0,0,0,1,94,42,21,3,17,20,0.31,6.03,4,0,2,0,154,5,24,,, +richepe01,1968,1,BAL,AL,6,3,36,0,0,0,6,187,51,24,7,12,47,0.22,3.47,1,0,3,1,247,17,25,,, +ritchja01,1968,1,CIN,NL,2,3,28,2,0,0,0,170,68,29,7,13,32,0.29,4.61,2,3,1,0,251,6,32,,, +roberri01,1968,1,SFN,NL,2,0,3,1,0,0,0,27,9,6,0,3,8,0.26,6,0,1,0,0,38,1,6,,, +roggega01,1968,1,BOS,AL,0,0,4,0,0,0,0,25,9,2,0,3,4,0.25,2.16,0,0,0,0,38,1,2,,, +rohrbi01,1968,1,CLE,AL,1,0,17,0,0,0,1,55,18,14,5,10,5,0.26,6.87,2,1,0,0,81,7,16,,, +rohrle01,1968,1,NYN,NL,0,2,2,1,0,0,0,18,9,3,0,7,5,0.33,4.5,3,1,0,1,34,1,4,,, +rojasmi01,1968,1,CAL,AL,4,3,38,0,0,0,6,165,55,26,11,15,33,0.25,4.25,4,5,0,0,235,20,29,,, +rolanji01,1968,1,MIN,AL,4,1,28,4,1,0,0,185,55,24,3,24,36,0.23,3.5,2,7,2,1,262,12,33,,, +romovi01,1968,1,LAN,NL,0,0,1,0,0,0,0,3,1,0,0,0,0,0.25,0,0,0,0,0,5,1,1,,, +romovi01,1968,2,CLE,AL,5,3,40,1,0,0,12,250,43,15,5,32,54,0.15,1.62,6,4,2,0,321,29,15,,, +rookeji01,1968,1,DET,AL,0,0,2,0,0,0,0,14,4,2,0,1,4,0.23,3.86,0,0,0,0,18,0,2,,, +rossga01,1968,1,CHN,NL,1,1,13,5,1,0,0,123,44,19,1,25,31,0.28,4.17,3,4,0,0,185,4,22,,, +ryanno01,1968,1,NYN,NL,6,9,21,18,3,0,0,402,93,46,12,75,133,0.2,3.09,4,7,4,0,559,1,50,,, +sadecra01,1968,1,SFN,NL,12,18,38,36,13,6,0,762,225,82,14,70,206,0.23,2.91,17,9,3,0,1040,0,94,,, +sandeke01,1968,1,OAK,AL,0,1,7,0,0,0,0,32,8,4,1,8,6,0.22,3.38,2,0,0,0,45,6,5,,, +santijo02,1968,1,BOS,AL,9,4,18,18,7,2,0,372,96,31,9,42,86,0.21,2.25,0,6,3,1,497,0,34,,, +santoal01,1968,1,ATL,NL,0,1,1,1,0,0,0,9,4,0,1,0,0,0.28,0,0,1,0,0,14,0,4,,, +schoege01,1968,1,WS2,AL,0,1,1,1,0,0,0,11,6,3,1,1,1,0.4,7.36,0,0,0,0,16,0,3,,, +seaveto01,1968,1,NYN,NL,16,12,36,35,14,5,1,833,224,68,15,48,205,0.22,2.2,5,8,8,1,1088,1,73,,, +seguidi01,1968,1,OAK,AL,6,5,52,0,0,0,6,249,51,22,7,32,72,0.17,2.39,8,5,0,0,330,24,25,,, +selmadi01,1968,1,NYN,NL,9,10,33,23,4,3,0,509,148,52,11,54,117,0.23,2.76,5,7,5,0,703,3,63,,, +shawdo01,1968,1,NYN,NL,0,0,7,0,0,0,0,37,3,1,1,5,11,0.08,0.73,0,3,0,0,41,3,1,,, +sheast01,1968,1,HOU,NL,4,4,30,0,0,0,6,104,27,13,0,11,15,0.22,3.38,0,2,3,0,139,21,14,,, +sherrla01,1968,1,CAL,AL,0,0,3,0,0,0,0,9,7,2,2,2,2,0.46,6,0,0,0,0,17,1,2,,, +shortbi01,1968,1,NYN,NL,0,3,34,0,0,0,1,91,24,16,0,14,24,0.22,4.75,1,5,1,0,128,13,17,,, +shortch02,1968,1,PHI,NL,19,13,42,36,9,2,1,809,236,88,25,81,202,0.23,2.94,10,3,9,0,1103,4,99,,, +siebeso01,1968,1,CLE,AL,12,10,31,30,8,4,0,618,145,68,12,88,146,0.19,2.97,10,7,8,0,844,0,76,,, +singebi01,1968,1,LAN,NL,13,17,37,36,12,6,0,769,227,82,14,78,227,0.23,2.88,10,12,5,1,1061,0,97,,, +siskto01,1968,1,PIT,NL,5,5,33,11,0,0,1,288,101,35,3,35,41,0.28,3.28,8,8,3,0,404,7,40,,, +smithwi02,1968,1,CLE,AL,0,0,2,0,0,0,0,15,2,0,0,1,1,0.12,0,0,0,0,0,17,2,0,,, +smithwi02,1968,2,CHN,NL,0,0,1,0,0,0,0,8,0,0,0,0,2,0,0,0,1,0,0,8,1,0,,, +sparmjo01,1968,1,DET,AL,10,10,34,31,7,1,0,547,169,75,14,77,110,0.24,3.7,3,5,7,0,781,1,81,,, +spraged01,1968,1,OAK,AL,3,4,47,1,0,0,4,206,51,25,5,34,34,0.2,3.28,5,6,2,0,282,16,29,,, +stangle01,1968,1,BOS,AL,5,5,50,2,1,0,12,309,89,45,10,25,53,0.23,3.93,5,3,1,0,418,30,54,,, +stephbu01,1968,1,MIN,AL,1,1,2,2,0,0,0,34,11,6,0,7,4,0.27,4.76,0,1,1,0,49,0,7,,, +stephje01,1968,1,BOS,AL,2,8,23,7,2,0,0,206,81,43,4,42,51,0.29,5.64,3,7,2,1,328,8,51,,, +stonebi01,1968,1,CHN,NL,0,1,18,0,0,0,0,88,35,18,6,14,18,0.31,5.52,1,1,1,0,131,3,19,,, +stonege02,1968,1,ATL,NL,7,4,17,10,2,0,0,225,63,23,9,19,52,0.22,2.76,4,1,0,0,305,5,27,,, +stottme01,1968,1,NYA,AL,21,12,36,36,19,6,0,836,243,76,21,65,140,0.23,2.45,7,3,3,1,1123,0,86,,, +sutheda01,1968,1,CLE,AL,0,0,3,0,0,0,0,10,6,3,0,4,2,0.37,8.1,1,3,0,0,20,1,3,,, +suttodo01,1968,1,LAN,NL,11,15,35,27,7,2,1,623,179,60,6,59,162,0.23,2.6,14,4,2,3,847,6,64,,, +talbofr01,1968,1,NYA,AL,1,9,29,11,1,0,0,297,89,37,6,42,67,0.24,3.36,6,3,2,0,421,7,47,,, +tayloro01,1968,1,NYN,NL,1,5,58,0,0,0,13,230,64,23,4,18,49,0.22,2.7,9,0,1,0,307,44,24,,, +tiantlu01,1968,1,CLE,AL,21,9,34,32,19,9,0,775,152,46,16,73,264,0.16,1.6,4,3,4,0,987,0,53,,, +tiefebo01,1968,1,CHN,NL,0,1,9,0,0,0,1,40,20,9,2,2,9,0.35,6.08,1,0,0,0,64,5,12,,, +tilloth01,1968,1,NYA,AL,1,0,7,0,0,0,0,31,11,5,0,7,1,0.28,4.35,2,0,0,0,49,3,6,,, +torremi01,1968,1,SLN,NL,2,1,5,2,0,0,0,58,20,6,1,12,6,0.28,2.79,0,2,1,0,87,0,7,,, +tovarce01,1968,1,MIN,AL,0,0,1,1,0,0,0,3,0,0,0,1,1,0,0,0,0,0,1,4,0,0,,, +tsitojo01,1968,1,CIN,NL,0,3,3,3,0,0,0,38,16,10,6,8,6,0.3,7.11,0,0,1,0,62,0,10,,, +uphamjo01,1968,1,CHN,NL,0,0,2,0,0,0,0,21,2,0,0,3,2,0.08,0,0,1,1,0,27,1,0,,, +upshace01,1968,1,ATL,NL,8,7,52,0,0,0,13,350,98,32,6,24,74,0.22,2.47,7,2,4,0,467,35,41,,, +vealebo01,1968,1,PIT,NL,13,14,36,33,13,4,0,736,187,56,13,94,171,0.21,2.05,5,9,2,1,997,2,67,,, +verbajo01,1968,1,NYA,AL,6,7,40,11,2,1,4,291,104,34,6,41,40,0.28,3.15,8,1,6,0,425,16,36,,, +wagnega01,1968,1,PHI,NL,4,4,44,0,0,0,8,234,69,26,0,31,43,0.24,3,6,1,5,0,328,20,27,,, +walkelu01,1968,1,PIT,NL,0,3,39,2,0,0,3,185,42,14,1,39,66,0.19,2.04,0,5,1,0,264,14,18,,, +wardejo01,1968,1,DET,AL,4,1,28,0,0,0,3,112,30,15,5,15,25,0.21,3.62,2,0,0,0,155,11,15,,, +washbra01,1968,1,SLN,NL,14,8,31,30,8,4,0,645,191,54,9,47,124,0.23,2.26,7,3,1,0,861,1,67,,, +waslega01,1968,1,BOS,AL,4,7,34,11,2,0,2,316,108,43,9,40,59,0.26,3.67,9,9,6,0,456,5,50,,, +watted01,1968,1,BAL,AL,5,5,59,0,0,0,11,250,63,21,1,35,72,0.2,2.27,7,4,2,0,346,39,32,,, +weaveji02,1968,1,CAL,AL,0,1,14,0,0,0,0,68,22,6,4,10,8,0.25,2.38,2,0,0,0,97,4,7,,, +wenzfr01,1968,1,BOS,AL,0,0,1,0,0,0,0,3,0,0,0,2,3,0,0,0,0,0,0,5,1,0,,, +wickeda01,1968,1,PIT,NL,1,0,11,0,0,0,1,62,21,8,0,13,9,0.27,3.48,3,0,0,0,95,4,12,,, +wilheho01,1968,1,CHA,AL,4,4,72,0,0,0,12,281,69,18,4,24,72,0.2,1.73,5,1,2,0,368,39,20,,, +williro01,1968,1,SLN,NL,2,3,48,0,0,0,4,191,50,24,4,28,39,0.21,3.39,11,1,1,0,270,15,25,,, +willist02,1968,1,CLE,AL,13,11,44,24,6,2,9,583,163,54,14,51,147,0.22,2.5,7,1,10,0,796,16,64,,, +wilsodo01,1968,1,HOU,NL,13,16,33,30,9,3,0,626,187,76,9,70,175,0.23,3.28,5,9,4,1,884,3,85,,, +wilsoea01,1968,1,DET,AL,13,12,34,33,10,3,0,673,192,71,20,65,168,0.23,2.85,4,7,0,2,909,0,77,,, +wiseri01,1968,1,PHI,NL,9,15,30,30,7,1,0,546,210,92,12,37,97,0.29,4.55,3,4,6,0,776,0,100,,, +womacdo01,1968,1,NYA,AL,3,7,45,0,0,0,2,185,53,22,6,29,27,0.24,3.21,9,4,1,0,254,36,23,,, +woodwi01,1968,1,CHA,AL,13,12,88,2,0,0,16,477,127,33,8,33,74,0.22,1.87,12,3,3,0,626,46,39,,, +worthal01,1968,1,MIN,AL,4,5,54,0,0,0,18,229,67,23,1,32,57,0.23,2.71,9,6,0,1,323,34,26,,, +wrighcl01,1968,1,CAL,AL,10,6,41,13,2,1,3,377,123,55,13,44,71,0.25,3.94,6,7,2,0,534,14,58,,, +wyattjo02,1968,1,BOS,AL,1,2,8,0,0,0,0,32,9,5,2,6,11,0.23,4.22,0,2,1,0,47,4,7,,, +wyattjo02,1968,2,NYA,AL,0,2,7,0,0,0,0,25,7,2,1,9,6,0.21,2.16,0,1,0,0,42,2,3,,, +wyattjo02,1968,3,DET,AL,1,0,22,0,0,0,2,91,26,8,2,11,25,0.23,2.37,2,4,1,0,125,10,9,,, +wynnebi02,1968,1,CHA,AL,0,0,1,0,0,0,0,6,2,1,0,2,1,0.25,4.5,0,0,0,0,10,0,2,,, +abernte02,1969,1,CHN,NL,4,3,56,0,0,0,3,256,75,30,8,42,55,0.23,3.16,11,5,1,1,374,20,38,,, +adamsmi01,1969,1,BAL,AL,0,1,6,0,0,0,0,24,10,4,0,6,2,0.35,4.5,2,1,0,0,38,1,4,,, +aguirha01,1969,1,CHN,NL,1,0,41,0,0,0,1,135,45,13,2,12,19,0.26,2.6,1,1,2,0,186,9,13,,, +akerja01,1969,1,SE1,AL,0,2,15,0,0,0,3,50,25,14,4,13,7,0.35,7.56,4,0,1,0,85,9,15,,, +akerja01,1969,2,NYA,AL,8,4,38,0,0,0,11,197,51,15,4,22,40,0.21,2.06,5,0,4,0,263,23,17,,, +allenll01,1969,1,CAL,AL,0,1,4,1,0,0,0,30,5,6,1,10,5,0.14,5.4,0,0,0,0,44,0,7,,, +arlinst01,1969,1,SDN,NL,0,1,4,1,0,0,0,32,13,11,2,9,9,0.28,9.28,1,5,0,0,54,2,11,,, +arrigge01,1969,1,CIN,NL,4,7,20,16,1,0,0,273,89,42,9,61,35,0.25,4.15,3,11,8,0,422,0,50,,, +bahnsst01,1969,1,NYA,AL,9,16,40,33,5,2,1,662,222,94,28,90,130,0.26,3.83,9,10,0,0,956,4,102,,, +baldsja01,1969,1,SDN,NL,7,2,61,0,0,0,1,231,80,41,7,29,67,0.26,4.79,6,7,2,0,340,24,45,,, +baldwda01,1969,1,WS2,AL,2,4,43,0,0,0,4,200,57,30,4,34,51,0.23,4.05,2,0,5,1,287,12,31,,, +baneydi01,1969,1,SE1,AL,1,0,9,1,0,0,0,56,21,8,2,7,9,0.29,3.86,1,0,0,0,81,3,8,,, +barbest01,1969,1,SE1,AL,4,7,25,16,0,0,0,259,99,46,9,48,69,0.29,4.8,2,6,1,0,393,5,51,,, +batesdi01,1969,1,SE1,AL,0,0,1,0,0,0,0,5,3,5,1,3,3,0.37,27,0,0,0,0,11,0,5,,, +beenefr01,1969,1,BAL,AL,0,0,2,0,0,0,0,8,2,0,0,1,0,0.2,0,0,0,0,0,11,0,0,,, +belinbo01,1969,1,PIT,NL,0,3,8,3,0,0,0,53,17,9,1,14,15,0.26,4.58,2,0,2,2,83,4,10,,, +bellga01,1969,1,SE1,AL,2,6,13,11,1,1,2,184,76,32,8,34,30,0.3,4.7,8,4,2,0,290,2,40,,, +bellga01,1969,2,CHA,AL,0,0,23,2,0,0,0,116,48,27,8,23,26,0.3,6.28,2,3,2,0,184,10,27,,, +bertafr01,1969,1,WS2,AL,1,3,14,5,0,0,0,107,43,26,8,23,25,0.29,6.56,0,2,0,1,173,3,30,,, +bertafr01,1969,2,BAL,AL,0,0,3,0,0,0,0,18,1,0,0,3,5,0.06,0,0,0,0,0,20,0,0,,, +billija01,1969,1,HOU,NL,6,7,52,4,1,0,2,248,92,39,12,29,71,0.29,4.25,11,2,5,0,358,22,45,,, +blasiwa01,1969,1,HOU,NL,0,5,26,5,0,0,1,156,66,31,4,33,33,0.3,5.37,7,9,2,0,258,4,47,,, +blassst01,1969,1,PIT,NL,16,10,38,32,9,0,2,630,207,104,21,86,147,0.25,4.46,3,5,6,2,907,4,119,,, +bluevi01,1969,1,OAK,AL,1,1,12,4,0,0,1,126,49,31,13,18,24,0.29,6.64,1,1,0,0,191,1,34,,, +bolinbo01,1969,1,SFN,NL,7,7,30,22,2,0,0,439,149,72,17,49,102,0.26,4.43,3,5,7,0,639,3,86,,, +boozejo01,1969,1,PHI,NL,1,2,46,2,0,0,6,246,91,39,12,36,47,0.28,4.28,5,6,0,0,362,19,46,,, +borbope01,1969,1,CAL,AL,2,3,22,0,0,0,0,123,55,28,5,11,20,0.32,6.15,2,2,4,0,189,6,31,,, +bosmadi01,1969,1,WS2,AL,14,5,31,26,5,2,1,579,156,47,11,39,99,0.22,2.19,0,2,2,1,762,3,59,,, +bosweda01,1969,1,MIN,AL,20,12,39,38,10,0,0,769,215,92,18,99,190,0.22,3.23,2,10,8,0,1070,0,105,,, +boutoji01,1969,1,SE1,AL,2,1,57,1,0,0,1,276,77,40,12,38,68,0.21,3.91,4,8,2,2,395,18,48,,, +boutoji01,1969,2,HOU,NL,0,2,16,1,1,0,1,92,32,14,1,12,32,0.26,4.11,1,4,2,0,135,7,16,,, +boydga01,1969,1,CLE,AL,0,2,8,3,0,0,0,33,8,11,1,14,9,0.2,9,1,3,0,1,55,1,11,,, +brabege01,1969,1,SE1,AL,13,14,40,29,7,1,0,607,193,98,26,103,139,0.25,4.36,7,6,13,0,891,3,111,,, +bradlto01,1969,1,CAL,AL,0,1,3,0,0,0,0,6,9,6,1,0,2,0.6,27,0,0,0,0,15,1,9,,, +brandbu01,1969,1,SE1,AL,0,1,8,1,0,0,0,45,15,14,4,16,10,0.25,8.4,1,3,2,1,78,2,15,,, +brandbu01,1969,2,MIN,AL,0,0,3,0,0,0,0,10,5,1,1,3,1,0.35,2.7,2,0,0,0,20,0,3,,, +brettke01,1969,1,BOS,AL,2,3,8,8,0,0,0,118,41,23,6,22,23,0.27,5.26,1,0,3,1,178,0,24,,, +breweji01,1969,1,LAN,NL,7,6,59,0,0,0,20,265,71,25,5,41,92,0.22,2.55,6,3,4,2,372,43,30,,, +brilene01,1969,1,SLN,NL,15,13,36,33,10,3,0,683,218,89,17,63,126,0.25,3.52,7,9,2,1,954,1,104,,, +brittji02,1969,1,ATL,NL,7,5,24,13,2,1,1,264,69,37,10,49,60,0.21,3.78,1,1,0,0,377,5,38,,, +brossfr01,1969,1,PIT,NL,0,0,2,0,0,0,0,5,2,2,0,2,2,0.28,10.8,1,0,0,0,9,1,2,,, +brunege01,1969,1,CAL,AL,6,7,23,19,2,2,0,302,98,43,15,39,56,0.25,3.84,4,4,1,1,434,2,51,,, +brunege01,1969,2,SE1,AL,2,5,12,11,2,0,0,191,70,38,11,28,37,0.28,5.37,5,3,0,0,281,1,41,,, +bryanro01,1969,1,SFN,NL,4,3,16,8,0,0,1,173,60,28,8,25,30,0.27,4.37,1,3,2,0,252,4,29,,, +bunkewa01,1969,1,KCA,AL,12,11,35,31,10,1,2,668,198,80,29,62,130,0.23,3.23,3,6,4,0,907,2,89,,, +bunniji01,1969,1,PIT,NL,10,9,25,25,4,0,0,468,147,66,10,49,124,0.24,3.81,4,4,6,1,654,0,74,,, +bunniji01,1969,2,LAN,NL,3,1,9,9,1,0,0,169,65,21,5,10,33,0.28,3.36,0,0,1,0,238,0,23,,, +burbabi01,1969,1,NYA,AL,6,8,31,24,2,1,0,422,112,57,15,102,82,0.21,3.65,1,9,2,0,624,2,68,,, +burchla01,1969,1,CLE,AL,0,2,29,0,0,0,0,127,42,20,2,24,26,0.26,4.25,2,1,1,0,192,10,28,,, +burgmto01,1969,1,KCA,AL,3,1,31,0,0,0,0,162,67,25,5,21,23,0.31,4.17,3,2,1,0,244,12,31,,, +butlebi02,1969,1,KCA,AL,9,10,34,29,5,4,0,581,174,84,15,91,156,0.24,3.9,5,4,3,0,834,1,91,,, +campisa01,1969,1,SLN,NL,1,0,7,0,0,0,0,29,4,1,0,6,7,0.12,0.93,2,1,0,0,40,4,1,,, +cardwdo01,1969,1,NYN,NL,8,10,30,21,4,0,0,457,145,51,15,47,60,0.25,3.01,10,8,5,0,635,2,63,,, +carloci01,1969,1,CHA,AL,4,3,25,4,0,0,0,148,52,31,4,23,28,0.27,5.66,3,1,5,0,221,7,33,,, +carloci01,1969,2,WS2,AL,1,1,6,4,0,0,0,53,23,9,2,6,5,0.34,4.58,0,0,0,0,77,1,9,,, +carltst01,1969,1,SLN,NL,17,11,31,31,12,2,0,709,185,57,15,93,210,0.21,2.17,6,7,4,0,968,0,66,,, +carrocl02,1969,1,CIN,NL,12,6,71,4,0,0,7,452,149,59,9,78,90,0.26,3.52,18,6,7,0,674,37,70,,, +champbi01,1969,1,PHI,NL,5,10,23,20,4,2,1,350,130,65,7,63,70,0.28,5.01,4,6,3,1,535,1,68,,, +chancde01,1969,1,MIN,AL,5,4,20,15,1,0,0,265,76,29,6,35,50,0.23,2.95,3,4,4,0,371,3,39,,, +ciscoga01,1969,1,KCA,AL,1,1,15,0,0,0,1,67,17,9,4,15,18,0.21,3.63,0,2,0,0,98,8,11,,, +clarkri01,1969,1,CAL,AL,0,0,6,1,0,0,0,29,12,6,2,7,6,0.3,5.59,1,0,0,0,48,2,6,,, +clevere01,1969,1,SLN,NL,0,0,1,1,0,0,0,12,7,4,0,1,3,0.36,9,0,0,0,0,20,0,4,,, +clonito01,1969,1,CIN,NL,11,17,35,34,6,2,0,569,184,106,24,103,103,0.25,5.03,4,14,5,2,854,1,123,,, +colboji01,1969,1,CHN,NL,1,0,6,2,0,0,0,44,15,5,2,9,4,0.28,3.07,1,0,1,1,65,1,6,,, +colemjo05,1969,1,WS2,AL,12,13,40,36,12,4,1,743,222,90,26,100,182,0.24,3.27,7,12,6,0,1041,2,102,,, +coombda01,1969,1,HOU,NL,0,1,8,0,0,0,0,24,12,6,0,2,3,0.36,6.75,1,0,1,0,36,4,6,,, +corkimi01,1969,1,SDN,NL,1,3,6,4,0,0,0,51,27,16,3,8,13,0.37,8.47,1,1,0,0,86,0,17,,, +coxca01,1969,1,WS2,AL,12,7,52,13,4,0,0,515,161,53,15,64,73,0.25,2.78,7,1,1,1,719,11,62,,, +cramje01,1969,1,KCA,AL,0,1,5,2,0,0,0,50,15,6,0,6,10,0.23,3.24,1,1,0,0,71,1,8,,, +crideje01,1969,1,MIN,AL,1,0,21,1,0,0,1,86,31,15,3,15,16,0.28,4.71,6,1,2,0,130,5,15,,, +cuellmi01,1969,1,BAL,AL,23,11,39,39,18,5,0,872,213,77,18,79,182,0.2,2.38,7,3,1,2,1137,0,94,,, +culpra01,1969,1,BOS,AL,17,8,32,32,9,2,0,681,195,96,25,79,172,0.23,3.81,6,8,6,0,944,0,103,,, +culvege01,1969,1,CIN,NL,5,7,32,13,0,0,4,304,117,48,8,52,58,0.29,4.26,6,7,9,0,470,10,55,,, +cumbejo01,1969,1,NYA,AL,0,0,2,0,0,0,0,12,3,2,0,4,0,0.23,4.5,1,0,0,0,18,1,2,,, +dalcabr01,1969,1,PIT,NL,8,2,57,0,0,0,5,259,79,32,3,49,56,0.25,3.34,12,2,0,1,372,19,34,,, +darwibo01,1969,1,LAN,NL,0,0,3,0,0,0,0,11,4,4,0,5,0,0.33,9.82,0,2,2,0,21,1,4,,, +davalvi01,1969,2,SLN,NL,0,0,2,0,0,0,0,0,2,1,0,2,0,1,,0,0,0,0,4,0,1,,, +davismi01,1969,1,SFN,NL,0,0,1,0,0,0,0,6,2,1,0,0,2,0.25,4.5,0,0,0,0,8,1,1,,, +deckejo01,1969,1,CHN,NL,1,0,4,1,0,0,0,37,10,4,0,6,13,0.22,2.92,0,1,0,0,51,1,4,,, +dierkla01,1969,1,HOU,NL,20,13,39,37,20,4,0,916,240,79,18,72,232,0.21,2.33,6,9,1,0,1207,0,97,,, +dilauja01,1969,1,NYN,NL,1,4,23,4,0,0,1,191,50,17,4,18,27,0.21,2.4,5,2,0,0,256,8,19,,, +distaal01,1969,1,CHN,NL,0,0,2,0,0,0,0,14,6,2,0,1,1,0.31,3.86,0,0,0,0,21,0,2,,, +dobsoch01,1969,1,OAK,AL,15,13,35,35,11,1,0,706,244,101,16,80,137,0.27,3.86,2,9,1,1,998,0,111,,, +dobsopa01,1969,1,DET,AL,5,10,49,9,1,0,9,315,100,42,10,39,64,0.25,3.6,5,3,1,0,451,22,48,,, +downial01,1969,1,NYA,AL,7,5,30,15,5,1,0,392,117,49,12,49,85,0.24,3.38,6,5,0,0,550,5,57,,, +doylepa01,1969,1,ATL,NL,2,0,36,0,0,0,4,117,31,9,4,16,25,0.23,2.08,3,3,0,0,154,16,9,,, +drabomo01,1969,1,KCA,AL,11,9,52,0,0,0,11,294,68,32,10,30,76,0.19,2.94,2,1,2,0,398,37,33,,, +dragodi01,1969,1,KCA,AL,11,13,41,26,10,2,1,602,190,84,19,65,108,0.24,3.77,6,0,2,0,848,10,95,,, +drysddo01,1969,1,LAN,NL,5,4,12,12,1,1,0,188,71,31,9,13,24,0.29,4.45,0,1,2,0,267,0,34,,, +dukesja01,1969,1,WS2,AL,0,2,8,0,0,0,0,33,8,3,0,4,3,0.21,2.45,1,0,0,0,42,1,3,,, +dukesto01,1969,1,SDN,NL,1,0,13,0,0,0,1,67,26,18,2,10,15,0.29,7.25,2,2,0,0,101,7,18,,, +edgerbi01,1969,1,SE1,AL,0,1,4,0,0,0,0,12,10,6,1,0,2,0.45,13.5,0,0,1,0,23,1,7,,, +edmonpa01,1969,1,CHA,AL,1,6,14,13,1,0,0,263,72,36,5,39,46,0.22,3.7,4,4,4,0,369,1,36,,, +ellisdo01,1969,1,PIT,NL,11,17,35,33,8,2,0,656,206,87,14,76,173,0.25,3.58,7,4,4,2,917,0,101,,, +ellisji01,1969,1,SLN,NL,0,0,2,1,0,0,0,16,7,1,0,3,0,0.31,1.69,1,0,0,0,25,1,1,,, +ellissa01,1969,1,CHA,AL,0,3,10,5,0,0,0,88,42,19,6,16,15,0.33,5.83,2,1,1,0,144,2,20,,, +ellswdi01,1969,1,BOS,AL,0,0,2,2,0,0,0,36,16,5,1,4,4,0.32,3.75,0,1,0,0,54,0,5,,, +ellswdi01,1969,2,CLE,AL,6,9,34,22,3,1,0,405,162,62,10,40,48,0.3,4.13,10,5,5,0,593,4,73,,, +everile01,1969,1,SDN,NL,0,1,5,0,0,0,0,47,18,14,4,12,11,0.3,8.04,1,0,1,0,75,0,14,,, +facero01,1969,1,MON,NL,4,2,44,0,0,0,5,178,62,26,11,15,34,0.26,3.94,3,0,0,1,253,27,29,,, +farretu01,1969,1,PHI,NL,3,4,46,0,0,0,3,223,92,33,8,27,40,0.3,4,6,2,1,0,333,27,33,,, +fingero01,1969,1,OAK,AL,6,7,60,8,1,1,12,357,116,49,13,41,61,0.25,3.71,5,1,4,1,503,30,60,,, +fisheed02,1969,1,CAL,AL,3,2,52,1,0,0,2,290,100,39,9,28,47,0.27,3.63,3,0,1,0,403,19,46,,, +fisheja01,1969,1,CIN,NL,4,4,34,15,0,0,1,339,137,69,15,30,55,0.29,5.5,3,3,5,0,502,7,77,,, +fitzmal01,1969,1,KCA,AL,1,1,7,0,0,0,2,32,9,5,1,4,3,0.23,4.22,0,1,0,0,45,5,5,,, +fosteal01,1969,1,LAN,NL,3,9,24,15,2,2,0,308,119,50,11,29,59,0.29,4.38,4,6,4,0,451,4,55,,, +friseda01,1969,1,NYN,NL,0,0,3,0,0,0,0,14,8,4,1,3,5,0.38,7.71,0,1,0,0,24,0,4,,, +frymawo01,1969,1,PHI,NL,12,15,36,35,10,1,0,685,243,112,15,89,150,0.27,4.41,3,12,11,1,1010,0,123,,, +fuentmi01,1969,1,SE1,AL,1,3,8,4,1,0,0,78,29,15,1,16,14,0.28,5.19,1,0,0,0,118,3,15,,, +garbege01,1969,1,PIT,NL,0,0,2,1,0,0,0,15,6,3,3,1,3,0.33,5.4,0,0,0,0,20,0,3,,, +garibbo01,1969,1,SFN,NL,0,1,1,1,0,0,0,15,6,1,0,2,1,0.31,1.8,0,0,0,0,22,0,4,,, +garmami01,1969,1,BOS,AL,1,0,2,2,0,0,0,37,13,6,0,10,10,0.27,4.38,0,1,0,0,57,0,6,,, +geishve01,1969,1,CAL,AL,1,1,11,3,0,0,1,93,32,16,4,7,18,0.26,4.65,3,0,1,0,130,2,18,,, +gelnajo01,1969,1,SE1,AL,3,10,39,10,0,0,3,326,103,40,7,26,69,0.25,3.31,5,0,5,1,454,10,49,,, +gentrga01,1969,1,NYN,NL,13,12,35,35,6,3,0,701,192,89,24,81,154,0.22,3.43,5,9,5,0,962,0,94,,, +gibbojo01,1969,1,SFN,NL,1,3,16,0,0,0,2,60,15,8,1,13,9,0.21,3.6,4,0,1,0,89,8,10,,, +gibbojo01,1969,2,PIT,NL,5,1,35,0,0,0,9,154,38,11,5,17,35,0.2,1.93,2,3,2,0,205,23,14,,, +gibsobo01,1969,1,SLN,NL,20,13,35,35,28,4,0,942,251,76,12,95,269,0.21,2.18,7,4,10,2,1270,0,84,,, +giustda01,1969,1,SLN,NL,3,7,22,12,2,1,0,299,96,40,7,37,62,0.25,3.61,2,3,1,0,424,6,46,,, +gladdfr01,1969,1,HOU,NL,4,8,57,0,0,0,29,218,83,34,2,27,40,0.28,4.21,6,1,1,1,319,43,39,,, +grangwa01,1969,1,CIN,NL,9,6,90,0,0,0,27,434,143,45,10,40,68,0.26,2.8,14,5,7,2,611,55,64,,, +grantmu01,1969,1,MON,NL,1,6,11,10,1,0,0,152,64,27,7,14,20,0.29,4.8,1,1,1,1,231,1,33,,, +grantmu01,1969,2,SLN,NL,7,5,30,3,1,0,7,190,62,29,9,22,35,0.25,4.12,8,2,2,0,273,18,31,,, +griffto02,1969,1,HOU,NL,11,10,31,31,6,3,0,565,156,74,19,93,200,0.22,3.54,4,6,7,4,810,0,80,,, +grzenjo01,1969,1,MIN,AL,4,1,38,0,0,0,3,146,52,21,4,17,24,0.28,3.88,4,7,1,1,207,7,23,,, +guinnsk01,1969,1,HOU,NL,1,2,28,0,0,0,0,81,34,20,3,21,33,0.3,6.67,2,2,1,0,136,11,22,,, +guzmasa01,1969,1,SLN,NL,0,1,1,1,0,0,0,22,9,4,2,3,7,0.32,4.91,1,0,0,0,31,0,4,,, +halldi01,1969,1,BAL,AL,5,2,39,0,0,0,6,197,49,14,3,9,31,0.21,1.92,6,0,1,0,246,17,14,,, +hallto01,1969,1,MIN,AL,8,7,31,18,5,2,0,422,129,52,12,50,92,0.24,3.33,4,5,0,0,584,2,63,,, +hamilja01,1969,1,CLE,AL,0,2,20,0,0,0,1,92,37,15,2,23,13,0.31,4.4,4,5,0,0,143,5,17,,, +hamilja01,1969,2,CHA,AL,0,3,8,0,0,0,0,37,23,16,1,7,5,0.41,11.68,3,2,0,0,65,3,16,,, +hamilst01,1969,1,NYA,AL,3,4,38,0,0,0,2,171,39,21,7,21,39,0.19,3.32,5,2,0,0,225,23,22,,, +handsbi01,1969,1,CHN,NL,20,14,41,41,18,3,0,900,268,83,21,73,181,0.23,2.49,8,5,6,0,1220,0,102,,, +hannaji01,1969,1,WS2,AL,7,6,35,28,1,1,0,475,138,64,17,91,72,0.23,3.64,2,10,2,0,685,1,73,,, +hardiji01,1969,1,BAL,AL,6,7,30,20,3,1,1,413,128,55,18,43,64,0.24,3.6,7,4,6,0,577,4,62,,, +hargast01,1969,1,CLE,AL,5,14,32,23,1,1,0,431,145,91,14,81,76,0.26,5.7,9,4,3,1,648,3,95,,, +hartech01,1969,1,PIT,NL,5,4,56,0,0,0,10,287,84,42,9,27,44,0.24,3.95,3,1,4,2,389,25,42,,, +hedlumi01,1969,1,KCA,AL,3,6,34,16,1,0,2,375,123,45,8,40,74,0.25,3.24,2,0,1,0,532,8,53,,, +henniph01,1969,1,CLE,AL,2,1,9,0,0,0,0,49,14,6,0,4,10,0.24,3.31,1,1,1,0,66,5,6,,, +henrybi01,1969,1,HOU,NL,0,0,3,0,0,0,0,15,2,0,0,2,2,0.11,0,0,0,0,0,20,2,1,,, +herbero01,1969,1,SFN,NL,4,1,39,4,2,0,1,262,92,39,7,23,34,0.27,4.02,5,3,1,1,369,13,43,,, +higgide01,1969,1,WS2,AL,10,9,55,0,0,0,16,256,79,33,7,56,71,0.25,3.48,7,15,3,0,383,35,42,,, +hilgeto01,1969,1,SLN,NL,0,0,6,0,0,0,2,19,3,1,0,2,2,0.15,1.42,0,1,0,0,25,3,1,,, +hillejo01,1969,1,DET,AL,4,4,40,8,1,1,4,298,97,44,13,44,74,0.25,3.99,2,3,1,0,431,13,50,,, +hillga01,1969,1,ATL,NL,0,1,1,1,0,0,0,7,6,4,1,1,2,0.46,15.43,0,0,0,0,14,0,4,,, +hoernjo01,1969,1,SLN,NL,2,3,45,0,0,0,15,160,44,17,5,9,35,0.23,2.87,4,2,1,0,207,33,18,,, +holtzke01,1969,1,CHN,NL,17,13,39,39,12,6,0,784,248,104,18,93,176,0.24,3.58,8,5,5,0,1112,0,117,,, +horlejo01,1969,1,CHA,AL,13,16,36,35,7,2,0,707,237,99,20,77,121,0.26,3.78,10,9,5,0,1001,0,105,,, +hudsoje01,1969,1,NYN,NL,0,0,1,0,0,0,0,6,2,1,0,2,3,0.25,4.5,0,0,0,0,10,1,1,,, +humphbo01,1969,1,WS2,AL,3,3,47,0,0,0,5,239,69,27,3,38,43,0.23,3.05,2,4,1,0,341,14,37,,, +hunteca01,1969,1,OAK,AL,12,15,38,35,10,3,0,741,210,92,34,85,150,0.23,3.35,1,8,5,0,1002,0,99,,, +jacksal01,1969,1,NYN,NL,0,0,9,0,0,0,0,33,18,13,1,4,10,0.35,10.64,0,0,1,0,58,1,13,,, +jacksal01,1969,2,CIN,NL,1,0,33,0,0,0,3,82,27,16,5,17,16,0.26,5.27,3,0,3,0,126,7,17,,, +jacksgr01,1969,1,PHI,NL,14,18,38,35,13,4,1,759,237,94,16,92,180,0.24,3.34,3,7,5,3,1071,2,114,,, +jamesje01,1969,1,PHI,NL,2,2,6,5,1,0,0,95,36,19,5,14,21,0.28,5.4,1,3,0,0,142,1,20,,, +jarvipa01,1969,1,ATL,NL,13,11,37,33,4,1,0,652,204,107,25,73,123,0.24,4.43,7,4,1,1,918,2,113,,, +jarvira01,1969,1,BOS,AL,5,6,29,12,2,0,1,301,105,53,8,43,36,0.27,4.75,1,6,3,0,438,5,59,,, +jastela01,1969,1,MON,NL,1,6,24,11,1,0,0,231,95,47,17,28,39,0.3,5.49,6,3,2,1,353,6,60,,, +jenkife01,1969,1,CHN,NL,21,15,43,42,23,7,1,934,284,111,27,71,273,0.24,3.21,15,7,8,1,1275,1,122,,, +jenkija01,1969,1,LAN,NL,0,0,1,0,0,0,0,3,0,0,0,0,1,0,0,0,0,0,0,3,1,0,,, +johnsba01,1969,1,CHA,AL,1,3,4,3,0,0,0,67,22,8,2,6,18,0.25,3.22,0,2,0,1,91,1,11,,, +johnsbo03,1969,1,NYN,NL,0,0,2,0,0,0,1,5,1,0,0,1,1,0.16,0,0,0,0,0,7,2,0,,, +johnsje01,1969,1,PHI,NL,6,13,33,21,4,2,1,442,151,70,18,57,82,0.26,4.28,11,2,3,0,636,7,76,,, +johnske02,1969,1,ATL,NL,0,1,9,2,0,0,1,87,32,16,4,9,20,0.28,4.97,1,0,0,0,126,2,17,,, +johnske02,1969,2,NYA,AL,1,2,12,0,0,0,0,78,19,10,1,11,21,0.2,3.46,2,1,0,0,108,8,11,,, +johnske02,1969,3,CHN,NL,1,2,9,1,0,0,1,57,17,6,2,13,18,0.23,2.84,3,1,0,0,87,3,8,,, +johnto01,1969,1,CHA,AL,9,11,33,33,6,2,0,697,230,84,16,90,128,0.26,3.25,10,15,1,1,984,0,91,,, +jonesst01,1969,1,KCA,AL,2,3,20,4,0,0,0,134,45,21,3,24,31,0.26,4.23,2,6,3,0,203,5,25,,, +kaatji01,1969,1,MIN,AL,14,13,40,32,10,0,1,727,252,94,23,75,139,0.26,3.49,15,9,9,0,1048,4,114,,, +kealest01,1969,1,CAL,AL,2,0,15,3,1,1,0,110,48,16,4,13,17,0.32,3.93,1,2,1,0,165,5,18,,, +kekicmi01,1969,1,NYA,AL,4,6,28,13,1,0,1,315,91,53,11,49,66,0.23,4.54,5,8,2,0,446,6,58,,, +kelledi01,1969,1,SDN,NL,4,8,27,23,1,1,0,408,113,54,11,61,96,0.23,3.57,8,1,5,1,572,3,60,,, +kesteri01,1969,1,ATL,NL,0,0,1,0,0,0,0,6,5,3,1,0,2,0.45,13.5,0,0,0,0,11,1,3,,, +kilkemi01,1969,1,DET,AL,8,6,39,15,6,4,2,385,99,48,13,63,97,0.21,3.37,1,1,4,1,544,11,54,,, +kirbycl01,1969,1,SDN,NL,7,20,35,35,2,0,0,647,204,91,18,100,113,0.25,3.8,13,7,6,0,931,0,108,,, +klimkro01,1969,1,NYA,AL,0,0,3,1,0,0,0,42,6,1,0,5,3,0.13,0.64,1,0,0,0,52,2,1,,, +klinero01,1969,1,PIT,NL,1,3,20,0,0,0,3,93,37,20,3,5,15,0.29,5.81,2,0,1,0,134,13,23,,, +klinero01,1969,2,SFN,NL,0,2,7,0,0,0,0,33,16,5,1,6,7,0.36,4.09,3,0,0,0,52,3,6,,, +klinero01,1969,3,BOS,AL,0,1,16,0,0,0,1,51,24,9,4,17,7,0.32,4.76,3,1,0,0,92,9,11,,, +knowlda01,1969,1,WS2,AL,9,2,53,0,0,0,13,253,73,21,8,31,59,0.23,2.24,3,2,4,0,352,40,25,,, +kooncca01,1969,1,NYN,NL,6,3,40,0,0,0,7,249,85,46,8,42,48,0.26,4.99,8,4,3,1,367,19,53,,, +koosmje01,1969,1,NYN,NL,17,9,32,32,16,6,0,723,187,61,14,68,180,0.21,2.28,11,7,4,2,957,0,66,,, +krausle02,1969,1,OAK,AL,7,7,43,16,4,2,7,420,134,69,23,48,85,0.25,4.44,8,3,5,0,589,15,75,,, +kreutfr01,1969,1,WS2,AL,0,0,4,0,0,0,0,6,3,1,0,2,2,0.33,4.5,0,0,0,0,11,1,1,,, +krollga01,1969,1,CLE,AL,0,0,19,0,0,0,0,72,16,11,3,22,28,0.18,4.13,0,1,0,1,109,7,14,,, +lachema01,1969,1,OAK,AL,4,1,28,0,0,0,2,130,43,19,1,19,16,0.26,3.95,2,4,2,0,188,13,24,,, +lambra01,1969,1,LAN,NL,0,1,10,0,0,0,1,45,12,3,2,7,11,0.23,1.8,0,0,0,0,60,5,3,,, +landibi01,1969,1,BOS,AL,5,5,45,5,0,0,1,247,82,48,7,49,50,0.26,5.25,3,5,3,1,369,9,53,,, +lashefr01,1969,1,DET,AL,2,1,32,0,0,0,0,132,34,15,5,22,26,0.22,3.07,1,0,2,0,181,5,16,,, +lauzege01,1969,1,OAK,AL,3,4,19,8,1,0,0,184,58,32,14,27,39,0.25,4.7,0,3,2,0,263,5,32,,, +lawro01,1969,1,CLE,AL,3,4,35,1,0,0,1,157,68,29,2,34,29,0.32,4.99,5,4,2,0,254,14,34,,, +lazarda01,1969,1,CHA,AL,0,0,9,3,0,0,0,62,21,15,5,11,9,0.28,6.53,2,1,1,0,91,1,15,,, +leebi03,1969,1,BOS,AL,1,3,20,1,0,0,0,156,56,26,9,28,45,0.28,4.5,0,3,2,0,232,3,27,,, +lemasde01,1969,1,HOU,NL,13,17,38,37,11,1,1,734,232,86,20,72,173,0.24,3.16,8,8,1,1,1029,1,97,,, +lemonda01,1969,1,CHN,NL,0,1,2,1,0,0,0,14,5,2,0,5,0,0.31,3.86,0,0,0,0,21,0,2,,, +leonhda01,1969,1,BAL,AL,7,4,37,3,1,1,1,282,78,26,8,38,37,0.22,2.49,8,2,0,0,384,10,28,,, +lerscba01,1969,1,PHI,NL,0,3,10,0,0,0,2,53,20,14,6,10,13,0.28,7.13,2,1,1,0,83,4,14,,, +lindbpa01,1969,1,OAK,AL,9,6,60,0,0,0,9,235,72,36,8,33,64,0.24,4.14,8,2,2,0,339,27,37,,, +linzyfr01,1969,1,SFN,NL,14,9,58,0,0,0,11,349,129,47,5,38,62,0.28,3.64,15,8,3,0,515,39,57,,, +lockebo02,1969,1,CHA,AL,2,3,17,0,0,0,4,66,26,16,6,6,15,0.29,6.55,1,1,0,1,96,9,18,,, +lockebo02,1969,2,SE1,AL,3,3,51,0,0,0,6,235,69,19,3,26,46,0.23,2.18,8,3,3,1,329,21,29,,, +lockwsk01,1969,1,SE1,AL,0,1,6,3,0,0,0,69,24,9,3,6,10,0.27,3.52,0,2,0,0,95,3,9,,, +lolicmi01,1969,1,DET,AL,19,11,37,36,15,1,1,842,214,98,22,122,271,0.21,3.14,10,14,14,1,1172,1,111,,, +lonboji01,1969,1,BOS,AL,7,11,29,23,4,0,0,431,148,72,15,65,100,0.27,4.51,3,8,7,0,628,3,78,,, +lopezma01,1969,1,BAL,AL,5,3,27,4,0,0,0,208,65,34,3,34,57,0.25,4.41,4,5,2,0,299,6,34,,, +lylesp01,1969,1,BOS,AL,8,3,71,0,0,0,17,308,91,29,8,48,93,0.24,2.54,4,8,1,1,439,44,33,,, +malonji01,1969,1,CIN,NL,12,5,30,27,6,3,0,536,135,55,11,86,102,0.2,2.77,4,16,1,0,747,0,64,,, +marenle01,1969,1,MON,NL,0,0,3,0,0,0,0,16,9,4,1,1,4,0.39,6.75,1,0,0,0,25,0,4,,, +maricju01,1969,1,SFN,NL,21,11,37,36,27,8,0,899,244,70,15,54,205,0.22,2.1,7,5,6,2,1176,1,90,,, +maronlo01,1969,1,PIT,NL,1,1,29,0,0,0,0,106,24,10,2,13,25,0.19,2.55,2,0,2,0,140,6,10,,, +marshmi01,1969,1,SE1,AL,3,10,20,14,3,1,0,263,99,50,8,35,47,0.28,5.13,2,7,2,1,395,0,54,,, +martima01,1969,1,HOU,NL,0,0,1,0,0,0,0,2,1,1,1,0,0,0.33,13.5,0,0,0,0,3,1,1,,, +maxiela01,1969,1,ATL,NL,0,0,2,0,0,0,0,9,1,1,0,1,1,0.11,3,1,2,1,0,12,1,1,,, +mayru01,1969,1,CAL,AL,10,13,43,25,4,0,2,541,142,69,20,66,133,0.22,3.44,5,3,3,4,722,7,81,,, +mcandji01,1969,1,NYN,NL,6,7,27,21,4,2,0,405,112,52,12,44,90,0.22,3.47,6,7,2,0,553,3,57,,, +mcbeaal01,1969,1,SDN,NL,0,1,1,1,0,0,0,21,10,4,1,2,1,0.34,5.14,0,2,0,0,31,0,4,,, +mcbeaal01,1969,2,LAN,NL,2,6,31,0,0,0,4,145,46,21,6,21,26,0.25,3.91,4,4,2,0,208,18,22,,, +mccoobi01,1969,1,SDN,NL,3,5,54,0,0,0,7,176,59,28,2,42,35,0.26,4.3,8,5,6,0,276,35,32,,, +mccormi03,1969,1,SFN,NL,11,9,32,28,9,0,0,590,175,73,20,77,76,0.23,3.34,8,6,1,2,824,2,81,,, +mcdanli01,1969,1,NYA,AL,5,6,51,0,0,0,5,251,84,33,4,23,60,0.26,3.55,6,3,0,0,356,31,37,,, +mcdowsa01,1969,1,CLE,AL,18,14,39,38,18,4,1,855,222,93,13,102,279,0.21,2.94,9,14,7,1,1166,1,111,,, +mcginda01,1969,1,MON,NL,7,10,74,1,0,0,6,397,123,58,8,65,112,0.24,3.94,8,10,5,1,578,25,67,,, +mcgloji01,1969,1,CAL,AL,8,16,37,35,4,1,0,603,188,71,19,58,96,0.24,3.18,1,5,5,1,827,0,86,,, +mcgratu01,1969,1,NYN,NL,9,3,42,4,1,0,12,301,89,25,6,47,92,0.24,2.24,7,8,0,0,424,26,31,,, +mclaide01,1969,1,DET,AL,24,9,42,41,23,9,0,975,288,101,25,67,181,0.23,2.8,7,5,4,2,1304,0,105,,, +mcmahdo02,1969,1,DET,AL,3,5,34,0,0,0,11,111,25,16,2,18,38,0.19,3.89,1,1,1,0,153,21,17,,, +mcmahdo02,1969,2,SFN,NL,3,1,13,0,0,0,2,71,13,8,1,9,21,0.15,3.04,0,3,0,0,92,8,9,,, +mcnalda01,1969,1,BAL,AL,20,7,41,40,11,4,0,806,232,96,21,84,166,0.23,3.22,6,4,5,1,1093,0,103,,, +mcquemi01,1969,1,ATL,NL,0,0,1,1,0,0,0,9,2,1,0,3,3,0.18,3,0,0,0,0,14,0,1,,, +mcraeno01,1969,1,DET,AL,0,0,3,0,0,0,0,9,2,2,0,1,3,0.2,6,0,1,0,0,12,2,2,,, +merriji01,1969,1,CIN,NL,17,9,42,36,8,1,0,753,269,122,33,61,144,0.27,4.37,8,3,5,0,1072,2,127,,, +messean01,1969,1,CAL,AL,16,11,40,33,10,2,2,750,169,70,17,100,211,0.19,2.52,7,16,5,1,1008,5,81,,, +meyerbo01,1969,1,SE1,AL,0,3,6,5,1,0,0,98,30,12,4,10,17,0.25,3.31,0,1,2,0,135,0,14,,, +mikkepe01,1969,1,LAN,NL,7,5,48,0,0,0,4,244,57,25,9,30,51,0.19,2.77,8,2,4,0,336,26,34,,, +milesji01,1969,1,WS2,AL,0,1,10,1,0,0,0,61,19,14,2,15,15,0.25,6.2,1,1,4,0,97,5,15,,, +millebo04,1969,1,MIN,AL,5,5,48,11,1,0,3,358,118,40,9,32,57,0.26,3.02,7,5,0,0,486,15,42,,, +moelljo01,1969,1,LAN,NL,1,0,23,4,0,0,1,154,54,19,4,13,25,0.27,3.33,0,5,0,0,213,11,23,,, +mooreba01,1969,1,WS2,AL,9,8,31,25,4,0,0,402,123,64,12,67,51,0.24,4.3,1,5,2,0,582,2,70,,, +moosebo01,1969,1,PIT,NL,14,3,44,19,6,1,4,510,149,55,9,62,165,0.23,2.91,3,2,5,2,716,16,64,,, +morehda01,1969,1,KCA,AL,2,3,21,2,0,0,0,99,28,21,7,28,32,0.23,5.73,1,4,0,0,148,9,22,,, +morrida01,1969,1,MIN,AL,0,1,3,1,0,0,0,16,5,3,1,4,1,0.23,5.06,1,0,0,0,26,1,4,,, +morrijo06,1969,1,SE1,AL,0,0,6,0,0,0,0,38,16,9,2,8,8,0.3,6.39,1,3,0,0,62,0,10,,, +mortoca01,1969,1,MON,NL,0,3,8,5,0,0,0,88,29,15,2,18,16,0.26,4.6,3,0,2,1,136,1,15,,, +murphda04,1969,1,CHA,AL,2,1,17,0,0,0,4,94,28,7,2,10,16,0.25,2.01,0,1,2,0,126,13,8,,, +murphto02,1969,1,CAL,AL,10,16,36,35,4,0,0,647,213,101,12,69,100,0.26,4.21,3,16,21,0,917,1,110,,, +nagymi01,1969,1,BOS,AL,12,2,33,28,7,1,0,590,183,68,10,106,84,0.24,3.11,3,6,11,0,870,2,84,,, +nashji01,1969,1,OAK,AL,8,8,26,19,3,1,0,346,112,47,17,30,75,0.24,3.67,3,3,2,0,487,2,53,,, +neibaga01,1969,1,ATL,NL,1,2,29,0,0,0,0,173,42,25,9,31,42,0.2,3.9,2,1,1,0,245,9,28,,, +nelsome01,1969,1,SLN,NL,0,1,8,0,0,0,0,16,13,7,0,3,3,0.52,11.81,0,0,0,0,30,2,7,,, +nelsoro02,1969,1,KCA,AL,7,13,29,29,8,1,0,580,170,71,12,65,82,0.24,3.31,4,8,6,1,790,0,78,,, +niekrjo01,1969,1,CHN,NL,0,1,4,3,0,0,0,58,24,8,3,6,7,0.3,3.72,0,0,0,0,86,0,9,,, +niekrjo01,1969,2,SDN,NL,8,17,37,31,8,3,0,606,213,83,15,45,55,0.27,3.7,9,4,0,0,842,6,91,,, +niekrph01,1969,1,ATL,NL,23,13,40,35,21,4,1,853,235,81,21,57,193,0.22,2.56,7,15,5,0,1143,4,93,,, +nolanga01,1969,1,CIN,NL,8,8,16,15,2,1,0,326,102,43,11,40,83,0.24,3.56,3,3,0,1,460,0,45,,, +noriejo01,1969,1,CIN,NL,0,0,5,0,0,0,0,23,12,5,1,3,4,0.4,5.87,0,1,0,0,36,2,6,,, +nottedo01,1969,1,NYA,AL,0,0,4,0,0,0,0,18,6,3,1,0,5,0.26,4.5,0,0,1,0,24,2,3,,, +nottedo01,1969,2,CHN,NL,1,1,16,0,0,0,0,54,28,14,2,7,8,0.35,7,0,1,0,0,89,6,14,,, +nyeri01,1969,1,CHN,NL,3,5,34,5,1,0,3,206,72,39,13,21,39,0.27,5.11,4,1,1,0,294,9,43,,, +nymanje01,1969,1,CHA,AL,4,4,20,10,2,1,0,194,58,38,7,39,40,0.24,5.29,1,0,0,0,282,3,40,,, +odombl01,1969,1,OAK,AL,15,6,32,32,10,3,0,694,179,75,15,112,150,0.21,2.92,5,13,6,1,965,0,87,,, +odonojo01,1969,1,SE1,AL,2,2,55,0,0,0,6,210,58,23,5,37,48,0.23,2.96,4,3,3,0,299,14,28,,, +oriledo01,1969,1,KCA,AL,1,1,18,0,0,0,1,70,32,18,0,15,10,0.31,6.94,2,3,0,0,121,5,23,,, +ortegph01,1969,1,CAL,AL,0,0,5,0,0,0,0,24,13,9,3,7,4,0.33,10.13,1,0,0,0,46,2,13,,, +osinsda01,1969,1,CHA,AL,5,5,51,0,0,0,2,182,56,24,3,23,27,0.25,3.56,5,0,0,0,253,23,28,,, +osteecl01,1969,1,LAN,NL,20,15,41,41,16,7,0,963,293,95,17,74,183,0.24,2.66,8,8,6,0,1291,0,103,,, +otoolde01,1969,1,CHA,AL,0,0,2,0,0,0,0,12,5,3,0,2,4,0.33,6.75,0,0,0,0,18,1,3,,, +palmeji01,1969,1,BAL,AL,16,4,26,23,11,6,0,543,131,47,11,64,123,0.2,2.34,1,7,1,1,722,1,48,,, +palmelo01,1969,1,PHI,NL,2,8,26,9,1,1,0,270,91,52,12,47,68,0.26,5.2,7,4,6,0,407,9,54,,, +pappami01,1969,1,ATL,NL,6,10,26,24,1,0,0,432,149,58,14,44,72,0.26,3.63,9,1,4,0,615,1,66,,, +pascuca02,1969,1,WS2,AL,2,5,14,13,0,0,0,166,49,42,12,38,34,0.23,6.83,1,3,5,0,248,0,42,,, +pascuca02,1969,2,CIN,NL,0,0,5,1,0,0,0,22,14,7,2,4,3,0.42,8.59,0,1,0,0,37,2,7,,, +patteda02,1969,1,DET,AL,0,2,18,0,0,0,0,67,15,7,2,19,12,0.2,2.82,3,2,0,1,95,7,8,,, +pattima01,1969,1,SE1,AL,7,12,34,27,2,1,0,476,166,99,29,71,126,0.26,5.62,5,5,2,0,698,1,104,,, +paulmi01,1969,1,CLE,AL,5,10,47,12,0,0,2,352,104,47,12,54,98,0.24,3.61,11,1,2,1,497,15,48,,, +penajo01,1969,1,CIN,NL,1,1,6,0,0,0,0,15,10,10,0,5,3,0.4,18,1,3,0,0,30,3,10,,, +perazlu01,1969,1,PHI,NL,0,0,8,0,0,0,0,27,12,6,1,2,7,0.36,6,0,0,0,0,38,3,6,,, +perraro01,1969,1,MIN,AL,9,10,75,0,0,0,31,359,85,28,4,52,62,0.2,2.11,16,0,1,0,484,52,32,,, +perryga01,1969,1,SFN,NL,19,14,40,39,26,3,0,976,290,90,23,91,233,0.23,2.49,14,12,11,0,1345,1,115,,, +perryji01,1969,1,MIN,AL,20,6,46,36,12,3,0,785,244,82,18,66,153,0.24,2.82,10,3,9,0,1079,4,87,,, +peterfr01,1969,1,NYA,AL,17,16,37,37,16,4,0,816,228,77,15,43,150,0.22,2.55,11,2,3,0,1066,0,95,,, +peterga01,1969,1,CHA,AL,10,15,36,32,7,3,0,656,238,110,21,78,140,0.28,4.53,1,9,5,0,946,2,118,,, +phoebto01,1969,1,BAL,AL,14,7,35,33,6,2,0,606,180,79,23,87,117,0.24,3.52,5,2,4,0,849,0,89,,, +pinaho01,1969,1,CLE,AL,4,2,31,4,0,0,1,140,44,27,6,27,32,0.25,5.21,2,5,5,0,208,9,29,,, +pizarju01,1969,1,BOS,AL,0,1,6,0,0,0,2,27,14,6,2,6,4,0.35,6,0,0,0,0,46,4,7,,, +pizarju01,1969,2,CLE,AL,3,3,48,4,1,0,4,248,67,29,6,49,44,0.22,3.16,7,2,2,0,355,24,34,,, +pizarju01,1969,3,OAK,AL,1,1,3,0,0,0,1,23,3,2,1,3,4,0.12,2.35,0,0,0,0,28,3,2,,, +podrejo01,1969,1,SDN,NL,5,6,17,9,1,0,0,194,66,31,7,28,17,0.26,4.31,3,3,1,0,287,2,34,,, +priddbo01,1969,1,CHA,AL,0,0,4,0,0,0,0,24,10,4,2,2,5,0.3,4.5,0,1,0,0,36,0,5,,, +priddbo01,1969,2,CAL,AL,0,1,15,0,0,0,0,79,24,14,4,7,15,0.24,4.78,1,2,0,0,108,3,14,,, +priddbo01,1969,3,ATL,NL,0,0,1,0,0,0,0,6,1,0,0,1,1,0.14,0,0,0,0,0,8,0,0,,, +purdijo01,1969,1,LAN,NL,0,0,9,0,0,0,0,49,19,11,7,12,6,0.29,6.06,1,2,0,1,79,5,11,,, +queenme02,1969,1,CIN,NL,1,0,2,2,0,0,0,36,7,3,2,3,7,0.16,2.25,0,1,1,0,47,0,3,,, +radatdi01,1969,1,DET,AL,2,2,11,0,0,0,0,56,14,7,3,5,18,0.21,3.38,0,0,0,0,74,4,8,,, +radatdi01,1969,2,MON,NL,0,4,22,0,0,0,3,104,32,22,6,18,32,0.24,5.71,1,0,1,0,152,13,22,,, +raffoal01,1969,1,PHI,NL,1,3,45,0,0,0,1,217,81,33,6,25,38,0.28,4.11,3,3,4,0,317,17,35,,, +ramospe01,1969,1,PIT,NL,0,1,5,0,0,0,0,18,8,4,2,0,4,0.32,6,0,0,0,0,26,3,4,,, +ramospe01,1969,2,CIN,NL,4,3,38,0,0,0,2,199,73,38,8,24,40,0.28,5.16,11,0,5,1,299,12,41,,, +rathfr01,1969,1,CHA,AL,0,2,3,2,0,0,0,35,11,10,4,8,4,0.25,7.71,1,0,0,0,52,0,10,,, +rayji01,1969,1,HOU,NL,8,2,40,13,0,0,0,345,105,50,11,48,115,0.24,3.91,4,4,2,0,489,4,55,,, +raymocl01,1969,1,ATL,NL,2,2,33,0,0,0,1,144,56,28,4,13,15,0.29,5.25,2,3,2,1,209,18,34,,, +raymocl01,1969,2,MON,NL,1,2,15,0,0,0,1,66,21,10,2,8,11,0.25,4.09,3,2,2,0,96,8,12,,, +reberfr01,1969,1,SDN,NL,1,2,67,0,0,0,6,263,83,35,6,41,65,0.25,3.59,8,8,2,2,375,35,38,,, +reedbo01,1969,1,DET,AL,0,0,8,1,0,0,0,44,9,3,0,8,9,0.18,1.84,0,1,0,0,58,1,3,,, +reedho01,1969,1,MON,NL,6,7,31,15,2,1,1,318,119,57,7,50,59,0.29,4.84,7,4,2,0,473,10,59,,, +reedro01,1969,1,ATL,NL,18,10,36,33,7,1,0,724,227,93,24,56,160,0.24,3.47,5,3,6,0,1003,1,103,,, +reganph01,1969,1,CHN,NL,12,6,71,0,0,0,17,336,120,46,6,35,56,0.28,3.7,13,3,2,0,476,49,49,,, +renkost01,1969,1,MON,NL,6,7,18,15,4,0,0,310,94,46,14,50,68,0.24,4.01,6,4,2,0,445,2,54,,, +reussje01,1969,1,SLN,NL,1,0,1,1,0,0,0,21,2,0,0,3,3,0.09,0,0,0,2,1,27,0,0,,, +reynoar01,1969,1,CHN,NL,0,1,2,2,0,0,0,22,11,2,1,7,4,0.37,2.45,1,0,0,0,38,0,5,,, +reynobo01,1969,1,MON,NL,0,0,1,1,0,0,0,4,3,3,0,3,2,0.42,20.25,0,1,0,0,11,0,6,,, +ribande01,1969,1,SLN,NL,0,0,1,0,0,0,0,4,4,2,1,1,0,0.57,13.5,0,0,0,0,9,0,2,,, +ribande01,1969,2,CIN,NL,0,0,7,0,0,0,0,25,6,1,1,3,7,0.18,1.08,0,1,0,0,35,1,5,,, +richepe01,1969,1,BAL,AL,7,4,44,0,0,0,12,172,42,14,7,14,54,0.2,2.2,2,2,0,0,225,30,17,,, +roberda05,1969,1,SDN,NL,0,3,22,5,0,0,1,146,65,26,5,19,19,0.32,4.81,0,2,3,1,228,6,30,,, +roberje01,1969,1,MON,NL,5,16,38,27,3,0,1,539,186,79,17,81,133,0.27,3.96,11,6,4,1,788,4,87,,, +roberri01,1969,1,SFN,NL,1,3,17,7,1,1,0,133,53,27,4,21,20,0.29,5.48,1,4,1,0,207,6,32,,, +roggega01,1969,1,BOS,AL,0,1,7,0,0,0,0,29,13,9,1,5,8,0.34,8.38,0,0,1,0,45,3,9,,, +roggega01,1969,2,SE1,AL,2,2,7,4,1,0,0,73,27,12,6,11,11,0.27,4.44,0,1,1,0,111,2,12,,, +rohrle01,1969,1,NYN,NL,0,0,1,0,0,0,0,4,5,3,0,1,0,0.62,20.25,0,0,0,1,10,0,4,,, +rolanji01,1969,1,OAK,AL,5,1,39,3,2,0,1,259,59,21,2,46,48,0.19,2.19,6,4,6,0,359,8,24,,, +romovi01,1969,1,CLE,AL,1,1,3,0,0,0,0,24,7,2,0,3,7,0.23,2.25,1,0,0,0,35,2,3,,, +romovi01,1969,2,BOS,AL,7,9,52,11,4,1,11,382,116,45,14,50,89,0.24,3.18,6,5,1,1,534,25,51,,, +rookeji01,1969,1,KCA,AL,4,16,28,22,8,1,0,475,136,66,13,73,108,0.22,3.75,3,5,1,1,679,2,80,,, +rossga01,1969,1,CHN,NL,0,0,2,1,0,0,0,6,1,3,0,2,2,0.14,13.5,0,1,0,0,9,0,3,,, +rossga01,1969,2,SDN,NL,3,12,46,7,0,0,3,329,104,51,5,56,58,0.25,4.19,8,3,5,0,482,8,58,,, +ryanno01,1969,1,NYN,NL,6,3,25,10,2,0,1,268,60,35,3,53,92,0.18,3.53,3,1,1,3,375,4,38,,, +sadecra01,1969,1,SFN,NL,5,8,29,17,4,3,0,415,137,65,18,53,104,0.25,4.23,4,5,2,0,597,2,73,,, +santijo02,1969,1,BOS,AL,0,0,10,0,0,0,0,23,11,3,2,4,4,0.32,3.52,0,0,0,0,39,3,5,,, +santoal01,1969,1,SDN,NL,8,14,32,30,2,1,0,554,194,81,11,73,111,0.27,3.95,10,12,7,1,814,0,95,,, +scherfr01,1969,1,DET,AL,1,0,4,0,0,0,0,12,6,3,2,0,3,0.33,6.75,0,0,0,0,18,2,3,,, +schneda01,1969,1,HOU,NL,0,1,6,0,0,0,0,22,16,11,2,5,3,0.48,13.5,2,0,0,0,43,1,12,,, +seaveto01,1969,1,NYN,NL,25,7,36,35,18,5,0,820,202,67,24,82,208,0.2,2.21,9,8,7,1,1089,1,75,,, +secrido01,1969,1,CHA,AL,0,1,19,0,0,0,0,120,35,27,7,14,23,0.22,6.08,2,1,1,0,170,7,28,,, +seguidi01,1969,1,SE1,AL,12,6,66,8,2,0,12,427,127,53,14,61,113,0.23,3.35,9,4,2,1,610,38,62,,, +selmadi01,1969,1,SDN,NL,2,2,4,3,1,0,0,66,19,10,3,9,20,0.22,4.09,0,0,0,0,92,1,10,,, +selmadi01,1969,2,CHN,NL,10,8,36,25,4,2,1,506,137,68,13,72,161,0.22,3.63,7,8,3,1,699,6,74,,, +sembeca01,1969,1,MON,NL,0,2,23,0,0,0,2,99,28,13,1,24,15,0.24,3.55,4,2,2,0,146,11,14,,, +several01,1969,1,BAL,AL,1,1,12,0,0,0,0,59,14,5,2,10,13,0.2,2.29,2,0,0,0,82,2,6,,, +shawdo01,1969,1,MON,NL,2,5,35,1,0,0,1,197,61,38,9,37,45,0.25,5.21,5,4,2,0,287,15,43,,, +sheast01,1969,1,MON,NL,0,0,10,0,0,0,0,47,18,5,2,8,11,0.3,2.87,2,0,0,0,71,3,8,,, +shellji01,1969,1,PIT,NL,0,0,8,0,0,0,0,50,14,6,1,4,7,0.23,3.24,0,1,0,0,67,3,8,,, +shellji01,1969,2,WS2,AL,4,7,30,11,2,0,1,254,87,38,8,48,50,0.26,4.04,3,0,1,1,381,3,43,,, +shortbi01,1969,1,CIN,NL,0,0,4,0,0,0,0,7,4,4,0,1,0,0.4,15.43,0,1,0,0,11,1,4,,, +shortch02,1969,1,PHI,NL,0,0,2,2,0,0,0,30,11,8,2,4,5,0.28,7.2,0,0,1,0,45,0,8,,, +siebeso01,1969,1,CLE,AL,0,1,2,2,0,0,0,42,10,5,1,8,6,0.19,3.21,0,0,0,0,60,0,5,,, +siebeso01,1969,2,BOS,AL,14,10,43,22,2,0,5,490,151,69,21,68,127,0.24,3.8,1,4,4,0,698,13,93,,, +singebi01,1969,1,LAN,NL,20,12,41,40,16,2,1,947,244,82,22,74,247,0.21,2.34,4,9,10,0,1263,1,96,,, +siskto01,1969,1,SDN,NL,2,13,53,13,1,0,6,429,160,76,11,48,59,0.28,4.78,8,3,1,0,628,17,81,,, +sparmjo01,1969,1,DET,AL,6,8,23,16,3,2,0,278,78,49,5,77,41,0.23,4.76,1,7,1,0,421,3,55,,, +spinksc01,1969,1,HOU,NL,0,0,1,0,0,0,0,6,1,0,0,1,4,0.14,0,0,0,0,0,8,0,1,,, +spraged01,1969,1,OAK,AL,1,1,27,0,0,0,2,139,47,23,4,31,20,0.26,4.47,6,2,2,0,210,9,24,,, +stangle01,1969,1,BOS,AL,6,9,41,15,2,0,3,411,137,56,14,56,59,0.25,3.68,8,4,6,0,603,6,70,,, +stephje01,1969,1,SE1,AL,0,0,2,0,0,0,0,8,6,3,0,3,1,0.42,10.13,0,0,1,0,18,1,4,,, +stonebi01,1969,1,MON,NL,11,19,42,36,8,5,0,707,233,115,26,123,185,0.26,4.39,4,11,12,1,1046,3,133,,, +stonege02,1969,1,ATL,NL,13,10,36,20,3,0,3,496,166,67,20,48,102,0.26,3.65,5,1,5,1,702,9,82,,, +stottme01,1969,1,NYA,AL,20,14,39,39,24,3,0,909,267,95,19,97,113,0.23,2.82,11,6,6,0,1244,0,105,,, +suttodo01,1969,1,LAN,NL,17,18,41,41,11,4,0,880,269,113,25,91,217,0.24,3.47,6,9,3,1,1226,0,123,,, +talbofr01,1969,1,NYA,AL,0,0,8,0,0,0,0,37,13,7,1,6,7,0.28,5.11,2,0,0,0,56,2,9,,, +talbofr01,1969,2,SE1,AL,5,8,25,16,1,1,0,344,125,53,12,41,67,0.27,4.16,6,1,4,1,500,2,58,,, +talbofr01,1969,3,OAK,AL,1,2,12,2,0,0,1,57,22,11,2,7,9,0.29,5.21,0,0,0,0,82,6,11,,, +tatumke01,1969,1,CAL,AL,7,2,45,0,0,0,22,259,51,13,1,39,65,0.17,1.36,5,5,4,0,342,33,13,,, +tayloch02,1969,1,SLN,NL,7,5,27,13,5,1,0,380,108,36,8,30,62,0.23,2.56,5,1,3,0,500,5,39,,, +tayloga01,1969,1,DET,AL,0,1,7,0,0,0,0,31,10,6,2,6,3,0.24,5.23,0,0,0,0,47,1,6,,, +tayloro01,1969,1,NYN,NL,9,4,59,0,0,0,13,228,61,23,7,24,42,0.22,2.72,6,1,1,0,300,44,23,,, +tiantlu01,1969,1,CLE,AL,9,20,38,37,9,1,0,749,229,103,37,129,156,0.24,3.71,11,0,8,1,1091,0,123,,, +timbega01,1969,1,SE1,AL,0,0,2,2,0,0,0,18,7,5,0,9,4,0.26,7.5,0,1,0,1,35,0,6,,, +timmeto01,1969,1,DET,AL,4,3,31,1,1,0,1,167,50,17,1,26,42,0.23,2.75,4,6,2,0,241,14,22,,, +torremi01,1969,1,SLN,NL,10,4,24,15,3,0,0,323,96,43,7,62,61,0.24,3.59,2,4,3,0,467,2,47,,, +upshace01,1969,1,ATL,NL,6,4,62,0,0,0,27,316,102,34,7,29,57,0.25,2.91,6,5,1,0,437,47,36,,, +vaughch01,1969,1,ATL,NL,0,0,1,0,0,0,0,3,1,2,0,3,1,0.25,18,0,0,0,1,7,1,2,,, +vealebo01,1969,1,PIT,NL,13,14,34,34,9,1,0,677,232,81,8,91,213,0.26,3.23,4,5,3,1,980,0,93,,, +wagnega01,1969,1,PHI,NL,0,3,9,2,0,0,0,58,31,17,3,7,8,0.36,7.91,1,0,0,0,98,5,22,,, +wagnega01,1969,2,BOS,AL,1,3,6,1,0,0,0,49,18,11,1,15,9,0.3,6.06,0,0,0,1,75,2,11,,, +walkelu01,1969,1,PIT,NL,4,6,31,15,3,1,0,356,98,48,5,57,96,0.22,3.64,3,6,2,0,500,6,51,,, +waltech01,1969,1,MIN,AL,0,0,6,0,0,0,0,20,6,4,1,3,2,0.24,5.4,0,0,1,0,30,1,4,,, +washbgr01,1969,1,CAL,AL,0,2,8,2,0,0,0,34,21,10,0,5,4,0.4,7.94,0,1,1,0,60,5,11,,, +washbra01,1969,1,SLN,NL,3,8,28,16,2,0,1,397,133,45,9,49,80,0.26,3.06,9,4,1,0,569,5,59,,, +waslega01,1969,1,SLN,NL,0,2,12,0,0,0,1,62,19,9,3,8,16,0.24,3.92,4,1,1,0,89,7,9,,, +waslega01,1969,2,MON,NL,3,7,30,14,3,1,1,328,102,40,5,63,63,0.25,3.29,5,3,8,0,485,6,53,,, +watkibo01,1969,1,HOU,NL,0,0,5,0,0,0,0,47,13,9,1,13,11,0.24,5.17,0,3,0,0,68,2,9,,, +watted01,1969,1,BAL,AL,5,2,56,0,0,0,16,213,49,13,3,26,46,0.19,1.65,5,4,2,0,289,41,18,,, +wegenmi01,1969,1,MON,NL,5,14,32,26,4,1,0,497,150,81,10,96,124,0.24,4.4,6,13,4,2,731,1,92,,, +wenzfr01,1969,1,BOS,AL,1,0,8,0,0,0,0,33,9,7,7,10,11,0.22,5.73,3,1,0,0,50,1,7,,, +wickeda01,1969,1,KCA,AL,2,3,34,0,0,0,5,150,58,22,6,14,27,0.29,3.96,2,5,2,1,217,14,27,,, +wilheho01,1969,1,CAL,AL,5,7,44,0,0,0,10,197,45,18,4,18,53,0.19,2.47,4,5,3,0,256,35,21,,, +wilheho01,1969,2,ATL,NL,2,0,8,0,0,0,4,37,5,1,0,4,14,0.11,0.73,0,1,1,0,47,7,1,,, +williro01,1969,1,SLN,NL,1,2,26,0,0,0,0,97,26,15,4,19,23,0.22,4.18,3,4,1,0,141,12,16,,, +williro01,1969,2,HOU,NL,0,0,3,0,0,0,0,7,3,0,0,0,2,0.3,0,0,2,0,0,11,2,0,,, +willist02,1969,1,CLE,AL,6,14,61,15,3,0,12,535,155,78,25,67,139,0.23,3.94,6,4,12,0,754,26,86,,, +wilsobi03,1969,1,PHI,NL,2,5,37,0,0,0,6,187,53,23,6,36,48,0.23,3.32,8,4,1,0,271,19,26,,, +wilsodo01,1969,1,HOU,NL,16,12,34,34,13,1,0,675,210,100,16,97,235,0.24,4,8,16,9,3,979,0,119,,, +wilsoea01,1969,1,DET,AL,12,10,35,35,5,1,0,644,209,79,23,69,150,0.25,3.31,4,5,4,0,903,0,93,,, +wiseri01,1969,1,PHI,NL,15,13,33,31,14,4,0,660,215,79,17,61,144,0.25,3.23,3,4,2,3,916,1,100,,, +wolfwa01,1969,1,CAL,AL,0,0,2,0,0,0,0,7,3,3,1,3,2,0.33,11.57,0,0,0,0,12,1,3,,, +womacdo01,1969,1,HOU,NL,2,1,30,0,0,0,0,154,49,20,1,20,32,0.25,3.51,5,7,3,0,217,6,21,,, +womacdo01,1969,2,SE1,AL,2,1,9,0,0,0,0,43,15,4,0,3,8,0.27,2.51,2,0,0,0,59,3,4,,, +woodsdi01,1969,1,MIN,AL,7,5,44,10,2,0,1,331,99,45,11,49,66,0.23,3.67,3,3,3,0,473,7,49,,, +woodwi01,1969,1,CHA,AL,10,11,76,0,0,0,15,359,113,40,13,40,73,0.24,3.01,15,5,3,0,511,50,48,,, +worthal01,1969,1,MIN,AL,4,1,46,0,0,0,3,183,65,31,7,20,51,0.27,4.57,2,1,0,0,257,19,31,,, +wrighcl01,1969,1,CAL,AL,1,8,37,5,0,0,0,191,66,29,4,30,31,0.27,4.1,5,3,1,0,272,9,33,,, +wyattjo02,1969,1,OAK,AL,0,1,4,0,0,0,0,25,8,5,0,6,5,0.25,5.4,1,2,2,0,40,1,5,,, +wynnebi02,1969,1,CHA,AL,7,7,20,20,6,1,0,386,143,58,14,50,67,0.28,4.06,8,3,3,1,564,0,63,,, +zachach02,1969,1,KCA,AL,0,1,8,2,0,0,0,55,27,16,4,7,6,0.34,7.85,0,4,0,0,87,2,17,,, +zeppbi01,1969,1,MIN,AL,0,0,4,0,0,0,0,16,6,4,1,4,2,0.28,6.75,1,0,0,0,27,1,7,,, +abernte02,1970,1,CHN,NL,0,0,11,0,0,0,1,27,9,2,0,5,2,0.281,2.00,1,0,1,0,40,3,2,2,0, +abernte02,1970,2,SLN,NL,1,0,11,0,0,0,1,55,15,6,0,12,8,0.246,2.95,4,1,3,0,82,3,6,4,2, +abernte02,1970,3,KCA,AL,9,3,36,0,0,0,12,167,41,16,3,38,49,0.209,2.59,0,2,1,0,244,31,23,9,0, +acosted01,1970,1,PIT,NL,0,0,3,0,0,0,1,8,5,4,1,2,1,0.417,13.50,0,0,1,0,16,2,4,0,1, +aguirha01,1970,1,CHN,NL,3,0,17,0,0,0,1,42,13,7,3,9,11,0.250,4.50,1,0,1,0,64,3,10,2,0, +akerja01,1970,1,NYA,AL,4,2,41,0,0,0,16,210,57,16,3,20,36,0.226,2.06,5,1,4,0,284,28,19,6,2, +allenll01,1970,1,CAL,AL,1,1,8,2,0,0,0,72,23,7,0,11,12,0.261,2.63,2,2,1,0,102,0,7,1,1, +arlinst01,1970,1,SDN,NL,1,0,2,2,1,1,0,38,11,4,0,8,3,0.244,2.84,0,0,0,0,56,0,4,2,1, +arrigge01,1970,1,CHA,AL,0,3,5,3,0,0,0,40,24,19,4,9,12,0.393,12.83,1,1,0,0,72,1,20,1,1, +austiri01,1970,1,CLE,AL,2,5,31,8,1,1,3,203,74,36,10,26,53,0.281,4.79,6,1,3,0,298,7,36,5,1, +bahnsst01,1970,1,NYA,AL,14,11,36,35,6,2,0,698,227,86,23,75,116,0.256,3.33,4,3,2,0,977,0,100,4,11, +baldsja01,1970,1,SDN,NL,1,0,12,0,0,0,0,40,24,15,2,4,12,0.375,10.13,1,0,0,0,70,8,15,1,1, +baldwda01,1970,1,ML4,AL,2,1,28,0,0,0,1,106,25,10,4,18,26,0.205,2.55,6,0,0,0,144,16,11,4,0, +barbest01,1970,1,CHN,NL,0,1,5,0,0,0,0,17,10,6,0,6,3,0.417,9.53,3,1,0,0,31,4,6,1,0, +barbest01,1970,2,ATL,NL,0,1,5,2,0,0,0,44,17,8,3,5,11,0.288,4.91,0,2,1,0,66,2,10,1,0, +barbest02,1970,1,MIN,AL,0,0,18,0,0,0,2,82,26,14,1,18,14,0.263,4.61,2,4,2,0,125,10,14,3,3, +beenefr01,1970,1,BAL,AL,0,0,4,0,0,0,0,18,8,4,1,5,4,0.320,6.00,4,0,0,0,31,1,5,1,0, +behneme01,1970,1,CIN,NL,0,2,5,1,0,0,0,30,15,5,1,8,2,0.341,4.50,2,0,0,0,52,1,11,0,0, +belinbo01,1970,1,CIN,NL,0,0,3,0,0,0,0,24,10,4,0,6,6,0.294,4.50,0,3,0,0,40,1,6,0,0, +bertafr01,1970,1,SLN,NL,1,2,8,5,0,0,0,94,36,11,1,15,14,0.293,3.16,3,3,0,0,142,1,16,3,1, +billija01,1970,1,HOU,NL,13,9,46,24,8,2,0,563,190,83,10,63,134,0.259,3.98,2,11,10,0,818,7,102,9,3, +blasiwa01,1970,1,HOU,NL,3,3,13,13,1,0,0,233,76,30,4,23,55,0.261,3.48,3,4,2,0,320,0,34,2,2, +blassst01,1970,1,PIT,NL,10,12,31,31,6,1,0,590,187,77,14,73,120,0.254,3.52,8,2,5,1,824,0,92,6,4, +bluevi01,1970,1,OAK,AL,2,0,6,6,2,2,0,116,20,9,0,12,35,0.152,2.09,0,0,1,0,147,0,12,2,0, +blylebe01,1970,1,MIN,AL,10,9,27,25,5,1,0,492,143,58,17,47,135,0.232,3.18,6,2,2,3,675,1,66,8,2, +bolinbo01,1970,1,ML4,AL,5,11,32,20,3,0,1,396,131,72,20,67,81,0.256,4.91,7,4,4,0,595,7,84,6,6, +bolinbo01,1970,2,BOS,AL,2,0,6,0,0,0,2,24,2,0,0,5,8,0.080,0.00,2,1,1,0,32,4,0,0,1, +borbope01,1970,1,CIN,NL,0,2,12,1,0,0,0,52,21,13,2,6,6,0.309,6.75,1,0,3,1,79,2,15,2,0, +bosmadi01,1970,1,WS2,AL,16,12,36,34,7,3,0,692,212,77,16,71,134,0.245,3.00,8,4,2,0,951,1,81,7,6, +bosweda01,1970,1,MIN,AL,3,7,18,15,0,0,0,206,80,49,12,44,45,0.292,6.42,3,3,2,0,325,1,55,2,3, +boutoji01,1970,1,HOU,NL,4,6,29,6,1,0,0,220,84,44,5,33,49,0.285,5.40,3,3,1,0,336,6,53,6,1, +brabege01,1970,1,ML4,AL,6,15,29,21,2,0,1,386,127,86,9,79,76,0.255,6.02,7,6,2,0,586,3,94,4,2, +bradlto01,1970,1,CAL,AL,2,5,17,11,1,1,0,209,71,32,3,33,53,0.270,4.13,6,5,1,0,303,0,38,3,3, +brettke01,1970,1,BOS,AL,8,9,41,14,1,0,2,418,118,63,17,79,155,0.223,4.07,6,4,3,0,616,9,71,4,0, +breweji01,1970,1,LAN,NL,7,6,58,0,0,0,24,267,66,31,10,33,91,0.207,3.13,9,8,0,0,361,41,36,7,2, +brilene01,1970,1,SLN,NL,6,7,30,19,1,1,0,320,129,74,14,36,59,0.297,6.24,7,5,2,1,484,6,84,6,5, +brownja01,1970,1,WS2,AL,2,2,24,5,1,0,0,171,49,25,8,37,47,0.231,3.95,1,5,0,0,250,6,28,0,1, +brubabr01,1970,1,ML4,AL,0,0,1,0,0,0,0,6,2,2,1,1,0,0.250,9.00,0,0,0,0,9,1,2,0,0, +brunege01,1970,1,WS2,AL,8,6,24,20,2,1,0,354,124,58,10,48,67,0.275,4.42,4,2,1,0,509,1,64,7,2, +brunege01,1970,2,PIT,NL,1,1,12,1,0,0,0,50,19,5,1,9,17,0.311,2.70,1,0,1,0,75,2,5,4,0, +bryanro01,1970,1,SFN,NL,5,8,34,11,1,0,0,288,103,51,7,38,66,0.274,4.78,0,4,2,0,425,7,58,7,2, +bunkewa01,1970,1,KCA,AL,2,11,24,15,2,1,0,365,109,57,16,50,59,0.238,4.22,2,5,0,1,514,4,63,5,1, +bunniji01,1970,1,PHI,NL,10,15,34,33,4,0,0,657,233,100,19,56,147,0.274,4.11,9,1,8,0,937,0,111,12,11, +burbabi01,1970,1,NYA,AL,0,2,4,4,0,0,0,50,23,19,2,9,10,0.324,10.26,0,2,1,0,83,0,19,1,1, +burgmto01,1970,1,KCA,AL,6,6,41,0,0,0,1,205,59,24,6,23,43,0.236,3.16,1,2,0,0,283,17,31,7,3, +butlebi02,1970,1,KCA,AL,4,12,25,25,2,1,0,422,117,59,17,87,75,0.229,3.77,1,3,1,0,610,0,66,7,4, +cainle01,1970,1,DET,AL,12,7,29,29,5,0,0,542,167,77,15,98,156,0.247,3.84,1,9,7,1,793,0,92,7,6, +cambrfr01,1970,1,PIT,NL,1,2,6,5,0,0,0,100,37,13,2,12,14,0.272,3.51,0,0,1,0,150,0,15,1,0, +campisa01,1970,1,SLN,NL,2,2,37,0,0,0,4,148,53,16,2,37,26,0.282,2.92,11,3,3,1,232,15,19,3,1, +cardwdo01,1970,1,NYN,NL,0,2,16,1,0,0,0,75,31,18,3,6,8,0.316,6.48,1,1,3,0,112,2,19,2,3, +cardwdo01,1970,2,ATL,NL,2,1,16,2,1,1,0,69,31,23,5,13,16,0.326,9.00,2,1,1,1,111,8,23,1,1, +carloci01,1970,1,WS2,AL,0,0,5,0,0,0,0,18,3,1,0,4,2,0.150,1.50,0,0,0,0,25,3,1,1,0, +carltst01,1970,1,SLN,NL,10,19,34,33,13,2,0,761,239,105,25,109,193,0.251,3.73,16,14,2,1,1086,0,123,14,7, +carrido01,1970,1,SFN,NL,2,1,11,2,0,0,0,66,31,18,5,14,14,0.333,7.36,1,2,0,0,108,1,19,0,1, +carrocl02,1970,1,CIN,NL,9,4,65,0,0,0,16,313,104,30,4,27,63,0.259,2.59,9,2,2,1,437,31,38,6,0, +champbi01,1970,1,PHI,NL,0,2,7,1,0,0,0,42,21,14,3,10,12,0.375,9.00,2,1,1,0,70,2,14,2,1, +chancde01,1970,1,CLE,AL,9,8,45,19,1,1,4,465,172,73,18,59,109,0.287,4.24,11,7,6,1,678,14,80,11,3, +chancde01,1970,2,NYN,NL,0,1,3,0,0,0,1,6,3,3,0,2,0,0.500,13.50,1,1,0,0,10,2,3,2,0, +chlupbo01,1970,1,SLN,NL,0,2,14,0,0,0,0,49,26,16,2,9,10,0.366,8.82,3,0,0,0,83,6,16,2,1, +clevere01,1970,1,SLN,NL,0,4,16,1,0,0,0,78,31,22,3,18,22,0.298,7.62,6,2,0,0,129,5,27,4,3, +clonito01,1970,1,CIN,NL,9,7,30,18,0,0,1,444,136,63,10,78,56,0.249,3.83,6,7,4,0,637,4,69,7,2, +colbevi01,1970,1,CLE,AL,1,1,23,0,0,0,2,93,37,25,4,16,17,0.298,7.26,2,4,1,1,142,10,25,0,1, +colboji01,1970,1,CHN,NL,3,1,34,5,0,0,4,218,88,29,3,23,50,0.298,3.59,6,1,1,1,327,11,37,4,4, +colemjo05,1970,1,WS2,AL,8,12,39,29,6,1,0,656,190,87,25,89,152,0.233,3.58,6,14,4,1,919,4,98,3,7, +colpadi01,1970,1,PIT,NL,1,0,8,0,0,0,0,32,9,7,3,8,6,0.237,5.91,2,1,0,0,47,2,7,1,0, +colsolo01,1970,1,NYA,AL,0,0,1,0,0,0,0,6,3,1,0,0,3,0.333,4.50,0,0,0,0,9,1,1,0,0, +cookro02,1970,1,HOU,NL,4,4,41,7,0,0,2,247,80,34,4,42,50,0.274,3.72,4,2,3,1,350,8,37,9,4, +coombda01,1970,1,SDN,NL,10,14,35,27,5,1,0,565,185,69,12,76,105,0.256,3.30,14,6,2,1,817,6,83,11,6, +corkimi01,1970,1,SDN,NL,5,6,24,18,1,0,0,333,109,57,11,79,75,0.258,4.62,10,4,4,1,518,3,62,9,3, +cosmaji01,1970,1,CHN,NL,0,0,1,0,0,0,0,3,3,3,1,1,0,0.600,27.00,1,0,0,0,6,0,3,0,0, +coxca01,1970,1,WS2,AL,8,12,37,30,1,0,1,577,211,95,27,44,68,0.285,4.45,4,3,4,1,809,1,108,9,12, +coxte01,1970,1,CAL,AL,0,0,3,0,0,0,0,7,4,1,0,0,3,0.400,3.86,0,0,0,0,10,2,1,0,0, +crideje01,1970,1,CHA,AL,4,7,32,8,0,0,4,273,101,45,13,34,40,0.288,4.45,2,2,2,0,394,9,49,3,4, +cuellmi01,1970,1,BAL,AL,24,8,40,40,21,4,0,893,273,115,34,69,190,0.242,3.48,5,6,1,1,1214,0,126,8,8, +culpra01,1970,1,BOS,AL,17,14,33,33,15,1,0,754,211,85,22,91,197,0.224,3.04,8,10,11,0,1057,0,104,10,2, +culvege01,1970,1,SLN,NL,3,3,11,7,2,0,0,170,64,29,6,24,23,0.284,4.61,4,3,1,0,252,1,31,1,1, +culvege01,1970,2,HOU,NL,3,3,32,0,0,0,3,135,44,16,1,21,31,0.254,3.20,2,8,3,0,200,15,17,2,1, +cumbejo01,1970,1,NYA,AL,3,4,15,8,1,0,0,192,62,28,9,15,38,0.252,3.94,3,1,0,1,266,5,31,2,3, +cumbejo01,1970,2,SFN,NL,2,0,7,0,0,0,0,33,6,1,0,4,6,0.158,0.82,0,1,0,1,44,2,3,1,1, +curtijo01,1970,1,BOS,AL,0,0,1,0,0,0,0,7,4,3,1,1,1,0.333,11.57,0,0,0,0,13,0,4,0,0, +dalcabr01,1970,1,PIT,NL,9,4,41,6,1,0,1,254,94,43,7,39,53,0.282,4.57,8,1,1,0,379,14,48,3,3, +davismi01,1970,1,SFN,NL,3,5,31,0,0,0,1,108,46,26,4,22,21,0.324,6.50,4,1,0,0,171,16,29,5,2, +deckejo01,1970,1,CHN,NL,2,7,24,17,1,0,0,326,108,56,12,56,79,0.263,4.64,3,5,4,0,482,3,64,7,5, +dierkla01,1970,1,HOU,NL,16,12,37,36,17,2,1,809,263,116,31,82,191,0.254,3.87,4,8,6,0,1132,1,124,5,4, +dilauja01,1970,1,HOU,NL,1,3,42,0,0,0,3,101,34,16,4,17,23,0.262,4.28,2,1,0,1,152,16,23,2,3, +dillmbi01,1970,1,MON,NL,2,3,18,0,0,0,0,92,28,18,4,18,17,0.255,5.28,4,3,1,0,134,10,18,2,3, +dobsoch01,1970,1,OAK,AL,16,15,41,40,13,5,0,801,230,111,32,92,149,0.229,3.74,7,10,5,1,1112,1,122,6,4, +dobsopa01,1970,1,SDN,NL,14,15,40,34,8,1,1,753,257,105,28,78,185,0.265,3.76,13,4,4,0,1073,3,126,12,9, +downial01,1970,1,OAK,AL,3,3,10,6,1,0,0,123,39,18,5,22,26,0.252,3.95,0,0,1,0,180,0,19,1,1, +downial01,1970,2,ML4,AL,2,10,17,16,1,0,0,283,79,35,8,59,53,0.232,3.34,2,8,3,0,415,1,47,8,4, +doylepa01,1970,1,CAL,AL,3,1,40,0,0,0,5,126,43,24,7,21,34,0.267,5.14,3,2,1,2,184,18,25,1,0, +doylepa01,1970,2,SDN,NL,0,2,9,0,0,0,2,21,9,5,0,6,2,0.360,6.43,1,0,0,0,32,5,5,0,1, +drabomo01,1970,1,KCA,AL,1,2,24,0,0,0,2,107,28,13,3,12,38,0.217,3.28,3,1,2,0,149,14,13,3,3, +drabomo01,1970,2,BAL,AL,4,2,21,0,0,0,1,100,30,14,7,15,21,0.233,3.78,3,0,1,0,146,10,17,1,0, +dragodi01,1970,1,KCA,AL,9,15,35,34,7,1,0,720,239,100,20,72,127,0.266,3.75,5,3,7,1,1002,1,110,14,10, +dukesja01,1970,1,WS2,AL,0,0,5,0,0,0,0,20,6,2,0,1,4,0.240,2.70,0,1,1,0,28,1,3,0,1, +dukesto01,1970,1,SDN,NL,1,6,53,0,0,0,10,207,62,31,7,25,56,0.246,4.04,9,2,2,0,288,26,39,3,6, +dunegji01,1970,1,CHN,NL,0,2,7,0,0,0,0,40,13,7,2,12,3,0.277,4.73,1,0,0,0,63,2,7,3,1, +dunnist01,1970,1,CLE,AL,4,9,19,17,0,0,0,283,93,52,16,54,77,0.261,4.96,3,3,4,0,421,1,55,4,2, +eddydo01,1970,1,CHA,AL,0,0,7,0,0,0,0,35,10,3,0,6,9,0.244,2.31,0,0,0,0,48,3,4,1,0, +ellisdo01,1970,1,PIT,NL,13,10,30,30,9,4,0,605,194,72,9,87,128,0.257,3.21,11,3,10,0,863,0,81,6,5, +ellswdi01,1970,1,CLE,AL,3,3,29,1,0,0,2,131,49,22,4,14,13,0.299,4.53,2,1,1,0,185,11,23,4,2, +ellswdi01,1970,2,ML4,AL,0,0,14,0,0,0,1,47,11,3,0,3,9,0.196,1.72,0,1,1,0,61,4,3,1,0, +faulbi01,1970,1,SFN,NL,0,0,7,0,0,0,1,29,15,8,1,6,6,0.357,7.45,2,0,0,0,49,2,9,1,0, +fingero01,1970,1,OAK,AL,7,9,45,19,1,0,2,444,137,60,13,48,79,0.250,3.65,5,5,2,0,608,9,65,5,4, +fisheed02,1970,1,CAL,AL,4,4,67,2,0,0,8,391,117,44,15,35,74,0.239,3.04,1,6,2,1,532,36,51,3,2, +fitzmal01,1970,1,KCA,AL,8,5,43,11,2,0,1,353,112,58,14,52,47,0.254,4.44,6,12,0,0,503,14,60,6,4, +folkeri01,1970,1,NYN,NL,0,2,16,1,0,0,2,88,36,21,6,25,15,0.313,6.44,4,2,0,1,145,5,21,4,1, +forscke01,1970,1,HOU,NL,1,2,4,4,1,0,0,72,28,15,1,5,13,0.298,5.63,0,1,0,0,99,0,15,0,0, +fosteal01,1970,1,LAN,NL,10,13,33,33,7,1,0,596,200,94,22,81,83,0.264,4.26,2,7,2,0,857,0,104,9,8, +friseda01,1970,1,NYN,NL,8,3,30,1,0,0,1,197,49,22,4,34,54,0.204,3.02,11,3,0,0,279,8,23,4,1, +frymawo01,1970,1,PHI,NL,8,6,27,20,4,3,0,383,122,58,11,43,97,0.253,4.09,2,5,1,3,532,1,61,2,3, +garbege01,1970,1,PIT,NL,0,3,14,0,0,0,0,67,22,13,4,10,7,0.275,5.24,1,0,2,0,94,5,13,1,1, +gardnro01,1970,1,NYA,AL,1,0,1,1,0,0,0,22,8,4,2,4,6,0.276,4.91,0,0,0,0,33,0,4,0,0, +garregr01,1970,1,CAL,AL,5,6,32,7,0,0,0,224,48,22,6,44,53,0.190,2.65,9,2,1,3,304,11,23,3,3, +gatewau01,1970,1,ATL,NL,0,0,3,0,0,0,0,6,4,1,0,2,0,0.364,4.50,1,1,1,0,14,2,6,0,0, +gelnajo01,1970,1,ML4,AL,4,3,53,0,0,0,4,277,98,43,7,23,48,0.277,4.19,5,1,5,1,394,23,46,7,5, +gentrga01,1970,1,NYN,NL,9,9,32,29,5,2,1,565,155,77,19,86,134,0.224,3.68,7,6,9,1,798,1,88,6,6, +gibbojo01,1970,1,PIT,NL,0,1,41,0,0,0,5,123,44,22,2,24,26,0.280,4.83,8,5,2,0,190,13,25,6,1, +gibsobo01,1970,1,SLN,NL,23,7,34,34,23,3,0,882,262,102,13,88,274,0.237,3.12,9,5,4,1,1213,0,111,6,10, +giustda01,1970,1,PIT,NL,9,3,66,1,0,0,26,309,98,35,7,39,85,0.259,3.06,9,5,0,0,428,47,38,6,4, +gladdfr01,1970,1,HOU,NL,7,4,63,0,0,0,18,213,84,32,4,24,46,0.293,4.06,8,7,3,0,324,44,39,9,1, +gogolbi01,1970,1,WS2,AL,2,2,8,5,0,0,0,101,33,18,2,25,19,0.260,4.81,1,3,1,0,155,0,18,2,0, +grangwa01,1970,1,CIN,NL,6,5,67,0,0,0,35,254,79,25,5,27,38,0.252,2.66,8,3,1,0,352,59,33,8,2, +grantmu01,1970,1,OAK,AL,6,2,72,0,0,0,24,370,104,25,8,30,54,0.235,1.82,8,1,3,1,485,49,26,8,1, +grantmu01,1970,2,PIT,NL,2,1,8,0,0,0,0,36,8,3,2,2,4,0.190,2.25,0,0,0,0,44,5,3,0,0, +griffto02,1970,1,HOU,NL,3,13,23,20,2,1,0,334,118,71,9,72,72,0.275,5.74,1,13,3,0,511,1,72,4,3, +grzenjo01,1970,1,WS2,AL,3,6,49,3,0,0,6,254,86,47,8,34,38,0.267,5.00,9,4,3,1,366,19,52,5,2, +gulledo01,1970,1,CIN,NL,5,2,44,2,0,0,6,233,54,21,4,44,76,0.196,2.43,6,6,0,2,323,15,23,3,0, +gurala01,1970,1,CHN,NL,1,3,20,3,1,0,1,114,35,16,6,23,21,0.254,3.79,3,0,1,0,167,10,18,5,0, +guzmasa01,1970,1,SLN,NL,1,1,8,3,1,0,0,41,14,11,1,13,9,0.275,7.24,0,0,0,1,64,1,12,0,0, +halldi01,1970,1,BAL,AL,10,5,32,0,0,0,3,184,51,21,8,6,30,0.229,3.08,2,0,0,0,232,17,25,1,2, +hallto01,1970,1,MIN,AL,11,6,52,11,1,0,4,466,94,44,11,66,184,0.173,2.55,4,3,2,0,619,13,46,1,6, +hamilst01,1970,1,NYA,AL,4,3,35,0,0,0,3,136,36,14,3,16,33,0.222,2.78,5,2,1,0,186,16,16,6,1, +hamilst01,1970,2,CHA,AL,0,0,3,0,0,0,0,9,4,2,0,1,3,0.333,6.00,0,0,0,0,14,0,2,1,0, +hammpe01,1970,1,MIN,AL,0,2,10,0,0,0,0,49,17,10,3,7,3,0.262,5.51,1,1,0,0,72,3,10,0,0, +handri01,1970,1,CLE,AL,6,13,35,25,3,1,3,479,132,68,27,69,110,0.228,3.83,3,1,4,2,664,5,71,8,3, +handsbi01,1970,1,CHN,NL,18,15,39,38,12,2,1,795,278,109,20,76,170,0.269,3.70,8,9,4,1,1127,1,121,10,5, +hannaji01,1970,1,WS2,AL,9,11,42,17,1,1,0,384,119,57,17,54,61,0.250,4.01,8,2,1,1,540,10,65,7,2, +hardiji01,1970,1,BAL,AL,6,5,36,19,3,2,1,436,150,57,13,26,78,0.267,3.53,3,3,1,0,597,4,60,5,4, +hargast01,1970,1,CLE,AL,11,3,23,19,8,1,0,428,101,46,14,53,72,0.201,2.90,0,4,3,0,567,1,47,5,3, +harribu03,1970,1,HOU,NL,0,0,2,0,0,0,0,19,6,4,3,0,2,0.240,5.68,0,0,0,0,25,0,4,0,0, +hartech01,1970,1,PIT,NL,1,1,17,0,0,0,1,71,25,12,3,8,14,0.278,4.56,4,0,0,1,103,5,15,4,1, +hartech01,1970,2,SLN,NL,0,0,6,0,0,0,0,40,24,13,1,5,9,0.375,8.78,0,1,0,0,71,1,13,1,1, +hartech01,1970,3,BOS,AL,0,3,17,0,0,0,1,57,21,17,6,12,12,0.288,8.05,5,1,1,0,88,4,17,2,0, +haydeha01,1970,1,MIN,AL,2,0,4,0,0,0,0,27,7,3,2,4,4,0.226,3.00,0,1,0,0,37,2,3,1,1, +hedlumi01,1970,1,KCA,AL,2,3,9,0,0,0,0,45,18,12,6,7,5,0.300,7.20,0,1,0,0,69,3,13,2,0, +henniph01,1970,1,CLE,AL,6,3,42,1,0,0,3,215,69,32,7,44,43,0.263,4.02,6,1,4,0,316,17,34,5,1, +herbero01,1970,1,SDN,NL,7,5,64,1,0,0,9,333,114,61,14,39,53,0.266,4.95,5,4,4,3,481,31,69,5,5, +herbero01,1970,2,NYN,NL,2,2,12,0,0,0,1,39,14,2,1,2,8,0.275,1.38,1,0,0,0,54,7,3,1,0, +higgide01,1970,1,CLE,AL,4,6,58,0,0,0,11,271,82,40,8,54,82,0.248,3.99,8,6,2,0,395,29,43,7,2, +hilgeto01,1970,1,SLN,NL,0,4,23,0,0,0,3,62,22,9,0,13,13,0.272,3.92,5,3,0,1,97,12,11,2,1, +hillejo01,1970,1,DET,AL,6,6,47,5,1,1,3,312,82,35,12,46,89,0.219,3.03,4,3,2,0,432,18,39,2,7, +hoernjo01,1970,1,PHI,NL,9,5,44,0,0,0,9,173,53,17,5,20,39,0.247,2.65,7,1,1,0,245,28,20,4,5, +holtzke01,1970,1,CHN,NL,17,11,39,38,15,1,0,863,271,108,30,94,202,0.248,3.38,6,12,3,1,1208,0,125,10,7, +horlejo01,1970,1,CHA,AL,6,16,28,26,4,0,0,517,198,93,18,41,77,0.287,4.86,4,7,4,0,742,1,99,6,1, +houghch01,1970,1,LAN,NL,0,0,8,0,0,0,2,51,18,10,7,11,8,0.265,5.29,0,0,0,0,79,5,11,0,0, +hraboal01,1970,1,SLN,NL,2,1,16,1,0,0,0,57,22,10,2,7,12,0.286,4.74,1,1,0,0,85,7,10,1,0, +humphbo01,1970,1,WS2,AL,0,0,5,0,0,0,0,20,4,1,1,9,6,0.200,1.35,0,0,0,0,30,2,2,1,0, +humphbo01,1970,2,ML4,AL,2,4,23,1,0,0,3,137,37,16,3,22,32,0.222,3.15,3,2,2,0,197,12,18,3,3, +hunteca01,1970,1,OAK,AL,18,14,40,40,9,1,0,787,253,111,32,74,178,0.250,3.81,3,6,9,1,1116,0,124,12,8, +jacksgr01,1970,1,PHI,NL,5,15,32,23,1,0,0,449,170,88,17,61,104,0.288,5.29,3,2,1,0,669,4,94,13,4, +jacksmi01,1970,1,PHI,NL,1,1,5,0,0,0,0,19,6,1,0,4,4,0.286,1.42,0,0,0,0,25,4,1,0,0, +janesje01,1970,1,CHA,AL,10,17,35,35,4,1,0,617,247,109,22,63,79,0.300,4.77,10,5,5,0,907,0,125,10,5, +jarvipa01,1970,1,ATL,NL,16,16,36,34,11,1,0,762,240,102,21,72,173,0.247,3.61,5,5,0,2,1062,1,110,9,8, +jarvira01,1970,1,BOS,AL,0,1,15,0,0,0,0,48,17,7,1,14,8,0.274,3.94,1,4,2,0,82,2,12,3,1, +jastela01,1970,1,ATL,NL,1,1,14,0,0,0,0,67,33,17,5,8,9,0.359,6.85,0,1,0,0,105,6,18,3,2, +jenkife01,1970,1,CHN,NL,22,16,40,39,24,3,0,939,265,118,30,60,274,0.224,3.39,6,9,7,0,1265,1,128,6,7, +johnsba01,1970,1,CHA,AL,4,7,18,15,2,1,0,269,92,48,11,46,71,0.268,4.82,2,4,2,1,393,1,53,2,0, +johnsbo03,1970,1,KCA,AL,8,13,40,26,10,1,4,642,178,73,18,82,206,0.228,3.07,4,6,11,1,894,7,82,12,7, +johnsje01,1970,1,SLN,NL,2,0,7,0,0,0,1,34,6,4,1,3,5,0.146,3.18,0,0,0,0,44,3,4,0,0, +johnsje01,1970,2,SFN,NL,3,4,33,1,0,0,3,196,67,31,5,38,44,0.266,4.27,2,4,1,0,296,11,39,5,0, +johnsji03,1970,1,SFN,NL,1,0,3,0,0,0,0,20,8,6,0,5,2,0.320,8.10,1,2,0,1,33,0,6,2,1, +johnske02,1970,1,MON,NL,0,0,3,0,0,0,0,18,9,5,1,1,4,0.321,7.50,0,0,2,0,31,2,6,0,0, +johnto01,1970,1,CHA,AL,12,17,37,37,10,3,0,808,253,98,19,101,138,0.251,3.27,16,17,9,0,1133,0,117,9,5, +jonesga01,1970,1,NYA,AL,0,0,2,0,0,0,0,6,3,0,0,1,2,0.375,0.00,0,0,0,0,9,1,0,0,0, +kaatji01,1970,1,MIN,AL,14,10,45,34,4,1,0,691,244,91,26,58,120,0.273,3.56,8,11,3,0,972,3,110,7,9, +kealest01,1970,1,CAL,AL,1,0,17,0,0,0,1,65,19,10,2,6,14,0.260,4.15,2,0,0,0,83,1,11,1,3, +kekicmi01,1970,1,NYA,AL,6,3,26,14,1,0,0,296,103,53,12,55,63,0.267,4.83,3,4,1,0,446,4,59,2,2, +kesteri01,1970,1,ATL,NL,0,0,15,0,0,0,0,97,36,20,3,19,20,0.283,5.57,0,1,0,0,149,8,24,2,1, +kilkemi01,1970,1,DET,AL,7,6,36,21,3,0,0,387,141,74,10,70,105,0.279,5.16,0,3,2,1,588,5,77,9,2, +kirbycl01,1970,1,SDN,NL,10,16,36,34,6,1,0,644,198,108,29,120,154,0.248,4.53,5,7,9,0,949,2,118,9,11, +klimkro01,1970,1,NYA,AL,6,7,45,3,1,1,1,295,80,29,7,33,40,0.223,2.65,7,2,3,0,399,10,36,3,1, +klinero01,1970,1,ATL,NL,0,0,5,0,0,0,1,19,9,5,4,2,3,0.321,7.11,0,0,0,0,30,4,5,0,0, +klinest01,1970,1,NYA,AL,6,6,16,15,5,0,0,301,99,38,8,24,49,0.254,3.41,3,1,0,0,420,0,42,5,2, +knowlda01,1970,1,WS2,AL,2,14,71,0,0,0,27,358,100,27,4,58,71,0.231,2.04,16,3,4,0,510,49,36,11,5, +kooncca01,1970,1,NYN,NL,0,2,13,0,0,0,0,66,25,8,2,14,10,0.301,3.27,5,0,1,0,99,8,9,1,0, +kooncca01,1970,2,BOS,AL,3,4,23,8,1,0,2,229,64,30,7,29,37,0.231,3.54,3,3,3,0,313,6,32,2,2, +koosmje01,1970,1,NYN,NL,12,7,30,29,5,1,0,636,189,74,22,71,118,0.237,3.14,14,7,2,3,884,0,87,7,5, +krausle02,1970,1,ML4,AL,13,18,37,35,8,1,0,648,235,114,33,67,130,0.275,4.75,15,3,4,0,944,2,130,12,6, +lachema01,1970,1,OAK,AL,3,3,41,0,0,0,3,175,58,18,6,18,39,0.266,2.78,6,2,2,0,243,11,20,4,1, +lagrole01,1970,1,DET,AL,0,1,10,0,0,0,0,37,16,10,2,6,7,0.308,7.30,0,1,0,0,59,2,11,0,1, +lambjo01,1970,1,PIT,NL,0,1,23,0,0,0,3,97,23,10,2,13,24,0.209,2.78,1,1,2,0,127,7,10,2,0, +lambra01,1970,1,LAN,NL,6,1,35,0,0,0,0,171,59,24,4,27,32,0.277,3.79,9,4,4,1,250,15,27,4,2, +larocda01,1970,1,CAL,AL,4,1,38,0,0,0,4,149,41,19,6,21,44,0.224,3.44,6,1,4,1,211,11,20,2,1, +lashefr01,1970,1,DET,AL,1,3,12,0,0,0,3,27,10,5,0,12,8,0.278,5.00,1,1,1,0,50,8,6,0,1, +lashefr01,1970,2,CLE,AL,1,7,43,1,0,0,5,173,57,26,6,30,44,0.264,4.06,1,1,3,0,258,13,34,4,5, +lauzege01,1970,1,ML4,AL,1,2,11,4,1,0,0,105,41,27,7,14,24,0.295,6.94,1,1,1,0,158,1,27,1,3, +laxtobi01,1970,1,PHI,NL,0,0,2,0,0,0,0,6,2,3,2,2,2,0.250,13.50,0,0,1,0,11,2,3,0,0, +leebi03,1970,1,BOS,AL,2,2,11,5,0,0,1,111,48,19,3,14,19,0.320,4.62,1,2,0,0,167,2,20,3,0, +lemasde01,1970,1,HOU,NL,7,12,39,21,3,0,3,486,169,82,22,65,103,0.268,4.56,9,12,2,0,709,8,88,5,6, +leonhda01,1970,1,BAL,AL,0,0,23,0,0,0,1,85,32,16,5,18,14,0.294,5.08,3,4,0,1,132,4,18,2,3, +lerscba01,1970,1,PHI,NL,6,3,42,11,3,0,3,414,119,50,17,47,92,0.232,3.26,5,4,1,0,573,14,52,6,5, +lindbpa01,1970,1,OAK,AL,8,2,62,0,0,0,3,190,52,19,7,28,42,0.222,2.70,7,2,0,0,266,19,23,4,0, +linzyfr01,1970,1,SFN,NL,2,1,20,0,0,0,1,77,33,20,2,11,16,0.327,7.01,4,0,1,0,117,9,20,2,2, +linzyfr01,1970,2,SLN,NL,3,5,47,0,0,0,2,184,66,25,3,23,19,0.282,3.67,10,2,0,0,263,21,26,4,2, +lockebo02,1970,1,ML4,AL,0,1,28,0,0,0,3,95,37,12,1,10,19,0.306,3.41,1,1,5,0,138,16,18,1,1, +lockebo02,1970,2,OAK,AL,3,3,38,0,0,0,4,169,49,18,1,19,33,0.232,2.88,3,4,1,0,236,16,21,5,0, +lockwsk01,1970,1,ML4,AL,5,12,27,26,3,1,0,521,173,83,22,79,93,0.266,4.30,2,7,6,1,753,0,91,9,8, +lolicmi01,1970,1,DET,AL,14,19,40,39,13,3,0,818,272,115,27,109,230,0.260,3.80,3,14,5,0,1181,0,125,12,10, +lonboji01,1970,1,BOS,AL,4,1,9,4,0,0,0,102,33,12,3,9,21,0.260,3.18,0,2,0,0,138,3,12,0,2, +lopezma01,1970,1,BAL,AL,1,1,25,3,0,0,0,182,47,14,2,37,49,0.217,2.08,3,0,0,0,261,4,19,4,3, +lylesp01,1970,1,BOS,AL,1,7,63,0,0,0,20,202,62,29,5,34,51,0.244,3.88,5,1,1,1,297,40,37,7,1, +magnuji01,1970,1,CHA,AL,1,5,13,6,0,0,0,134,45,24,7,16,20,0.263,4.84,1,1,1,0,190,3,28,1,1, +malonji01,1970,1,CIN,NL,0,1,7,3,0,0,1,50,26,21,3,15,7,0.366,11.34,0,1,2,0,92,3,22,2,2, +maricju01,1970,1,SFN,NL,12,10,34,33,14,1,0,728,269,111,28,48,123,0.277,4.12,3,4,1,0,1035,0,128,6,9, +maronlo01,1970,1,PIT,NL,0,0,1,0,0,0,0,7,2,1,1,0,0,0.222,3.86,0,0,0,0,9,0,1,0,0, +marshmi01,1970,1,HOU,NL,0,1,4,0,0,0,0,16,8,5,0,4,5,0.400,8.44,0,2,1,0,27,0,5,2,0, +marshmi01,1970,2,MON,NL,3,7,24,5,0,0,3,194,56,25,4,29,38,0.225,3.48,4,4,0,0,281,11,34,2,1, +mayru01,1970,1,CAL,AL,7,13,38,34,2,2,0,626,190,93,20,81,164,0.245,4.01,7,8,3,2,874,1,102,13,3, +mcandji01,1970,1,NYN,NL,10,14,32,27,9,3,2,553,166,73,18,38,111,0.239,3.56,6,6,2,0,745,3,77,6,5, +mcbeaal01,1970,1,LAN,NL,0,0,1,0,0,0,0,3,1,0,0,0,0,0.333,0.00,0,0,0,0,3,1,0,0,0, +mcbeaal01,1970,2,PIT,NL,0,0,7,0,0,0,1,30,13,9,2,7,3,0.317,8.10,0,0,0,0,48,3,11,0,0, +mccoobi01,1970,1,SLN,NL,0,3,18,0,0,0,1,65,20,15,0,16,12,0.250,6.23,0,3,0,0,99,3,15,1,2, +mccormi03,1970,1,SFN,NL,3,4,23,11,1,0,2,235,80,54,15,36,37,0.262,6.20,7,4,3,0,351,7,58,4,3, +mccormi03,1970,2,NYA,AL,2,0,9,4,0,0,0,62,26,14,2,13,12,0.295,6.10,1,0,0,0,101,3,15,0,0, +mcdanli01,1970,1,NYA,AL,9,5,62,0,0,0,29,335,88,25,7,23,81,0.217,2.01,5,3,0,0,436,51,29,5,2, +mcdowsa01,1970,1,CLE,AL,20,12,39,39,19,1,0,915,236,99,25,131,304,0.213,2.92,10,17,7,0,1257,2,108,8,4, +mcginda01,1970,1,MON,NL,7,10,52,19,3,2,0,392,154,79,13,78,83,0.296,5.44,4,6,7,1,615,12,88,8,2, +mcgloji01,1970,1,CIN,NL,14,10,35,34,5,3,0,632,192,84,19,86,97,0.245,3.59,8,2,3,0,893,1,91,12,7, +mcgratu01,1970,1,NYN,NL,4,6,57,0,0,0,10,272,77,33,6,49,81,0.231,3.28,17,2,1,2,398,32,40,11,4, +mclaide01,1970,1,DET,AL,3,5,14,14,1,0,0,274,100,47,19,28,52,0.273,4.63,0,0,3,1,402,0,51,1,4, +mcmahdo02,1970,1,SFN,NL,9,5,61,0,0,0,19,283,70,31,9,45,74,0.202,2.96,13,7,2,0,399,44,32,5,0, +mcnalda01,1970,1,BAL,AL,24,9,40,40,16,1,0,888,277,106,29,78,185,0.250,3.22,3,8,7,0,1218,0,114,15,11, +mcquemi01,1970,1,ATL,NL,1,5,22,8,1,0,1,198,67,41,10,31,54,0.266,5.59,2,3,1,1,291,6,48,4,3, +mcraeno01,1970,1,DET,AL,0,0,19,0,0,0,0,94,26,10,1,25,16,0.226,2.87,0,6,1,0,143,4,13,1,1, +merriji01,1970,1,CIN,NL,20,12,35,35,12,1,0,702,248,106,21,53,136,0.270,4.08,12,4,1,0,984,0,114,10,3, +messean01,1970,1,CAL,AL,11,10,37,26,6,1,5,584,144,65,21,78,162,0.205,3.01,6,2,6,0,795,8,75,7,2, +meyerbo01,1970,1,ML4,AL,0,1,10,0,0,0,0,55,24,13,2,12,20,0.329,6.38,0,0,0,0,88,1,13,3,0, +mikkepe01,1970,1,LAN,NL,4,2,33,0,0,0,6,186,48,19,5,20,47,0.211,2.76,4,1,4,0,255,22,20,3,1, +millebo04,1970,1,CLE,AL,2,2,15,2,0,0,1,84,35,13,1,15,15,0.310,4.18,2,0,0,0,133,6,14,4,1, +millebo04,1970,2,CHA,AL,4,6,15,12,0,0,0,210,88,39,11,33,36,0.315,5.01,3,3,4,0,325,1,42,5,4, +millebo04,1970,3,CHN,NL,0,0,7,1,0,0,2,27,6,5,3,6,4,0.194,5.00,1,0,0,0,39,4,5,1,1, +millsdi01,1970,1,BOS,AL,0,0,2,0,0,0,0,11,6,1,0,3,3,0.353,2.45,0,1,1,0,22,1,4,1,0, +mingost01,1970,1,CLE,AL,1,0,21,0,0,0,1,61,17,6,2,12,16,0.227,2.66,5,1,1,0,90,8,8,2,0, +moelljo01,1970,1,LAN,NL,7,9,31,19,2,1,4,406,131,59,16,43,63,0.248,3.92,3,2,1,0,578,7,63,4,2, +molonri01,1970,1,CHA,AL,0,0,1,0,0,0,0,3,2,0,0,0,1,0.400,0.00,0,0,0,0,5,1,0,0,0, +monteau01,1970,1,KCA,AL,1,1,21,0,0,0,0,82,20,9,2,9,18,0.200,2.96,0,2,1,0,111,12,11,1,0, +mooreba01,1970,1,CLE,AL,3,5,13,12,0,0,0,211,70,33,8,46,35,0.262,4.22,3,2,1,0,318,1,34,2,2, +mooreba01,1970,2,CHA,AL,0,4,24,7,0,0,0,212,85,50,12,34,34,0.302,6.37,0,5,8,0,332,5,56,3,6, +mooreba02,1970,1,MON,NL,0,2,6,2,0,0,0,29,14,8,0,8,6,0.368,7.45,0,0,0,1,48,2,9,0,2, +moosebo01,1970,1,PIT,NL,11,10,28,27,9,2,0,569,186,84,14,64,119,0.262,3.99,5,0,3,0,784,0,88,5,2, +morehda01,1970,1,KCA,AL,3,5,28,17,1,0,1,365,121,49,9,62,69,0.261,3.62,3,9,1,0,536,2,64,6,3, +moretro01,1970,1,BOS,AL,1,0,3,1,0,0,0,25,7,3,0,4,2,0.226,3.24,0,2,0,0,35,2,3,0,0, +morrijo06,1970,1,ML4,AL,4,3,20,9,2,0,0,220,70,32,4,22,40,0.253,3.93,3,3,2,0,303,4,33,2,0, +mortoca01,1970,1,MON,NL,18,11,43,37,10,4,0,854,281,114,27,125,154,0.262,3.60,17,2,4,3,1218,1,123,9,6, +murphda04,1970,1,CHA,AL,2,3,51,0,0,0,5,242,82,51,11,49,42,0.273,5.69,8,6,4,1,367,26,55,10,4, +murphto02,1970,1,CAL,AL,16,13,39,38,5,2,0,681,223,107,32,81,99,0.261,4.24,10,8,7,1,953,0,114,8,3, +nagymi01,1970,1,BOS,AL,6,5,23,20,4,0,0,386,138,64,16,64,56,0.275,4.48,2,5,2,1,574,1,71,4,2, +nashji01,1970,1,ATL,NL,13,9,34,33,6,2,0,637,211,96,22,90,153,0.257,4.07,7,3,5,1,936,0,105,14,6, +navarju01,1970,1,ATL,NL,0,0,17,0,0,0,1,79,24,12,7,1,21,0.233,4.10,0,1,1,0,105,10,12,0,0, +neibaga01,1970,1,ATL,NL,0,3,7,0,0,0,0,38,11,7,0,8,9,0.239,4.97,1,0,0,0,56,2,7,2,0, +nelsoji01,1970,1,PIT,NL,4,2,15,10,1,1,0,205,64,26,5,38,42,0.255,3.42,5,2,3,0,298,1,32,2,4, +nelsoro02,1970,1,KCA,AL,0,2,4,2,0,0,0,27,18,10,3,0,3,0.419,10.00,0,2,1,0,45,0,10,0,1, +niekrjo01,1970,1,DET,AL,12,13,38,34,6,2,0,639,221,96,28,72,101,0.266,4.06,4,1,3,0,914,2,107,4,5, +niekrph01,1970,1,ATL,NL,12,18,34,32,10,3,0,689,222,109,40,68,168,0.248,4.27,2,6,6,2,980,1,124,6,5, +nolanga01,1970,1,CIN,NL,18,7,37,37,4,2,0,752,226,91,25,96,181,0.240,3.27,9,8,1,2,1052,0,102,7,6, +noriejo01,1970,1,CIN,NL,0,0,8,0,0,0,0,54,25,16,0,10,6,0.333,8.00,1,1,2,0,90,3,17,2,1, +normafr01,1970,1,LAN,NL,2,0,30,0,0,0,1,186,65,36,8,33,47,0.273,5.23,1,10,2,1,282,11,40,7,2, +normafr01,1970,2,SLN,NL,0,0,1,0,0,0,0,3,1,0,0,0,0,0.333,0.00,0,0,0,0,4,0,0,0,1, +nyeri01,1970,1,SLN,NL,0,0,6,0,0,0,0,24,13,4,2,6,5,0.371,4.50,1,0,0,0,43,2,5,1,1, +nyeri01,1970,2,MON,NL,3,2,8,6,2,0,0,139,47,21,3,20,21,0.260,4.08,3,0,0,0,203,0,23,0,2, +nymanje01,1970,1,SDN,NL,0,2,2,2,0,0,0,16,8,9,1,2,2,0.364,15.19,0,0,0,0,26,0,9,1,1, +odombl01,1970,1,OAK,AL,9,8,29,29,4,1,0,469,128,66,14,100,88,0.227,3.80,1,14,8,0,688,0,77,10,5, +odonojo01,1970,1,ML4,AL,2,0,25,0,0,0,0,70,29,13,4,9,13,0.299,5.01,1,0,0,0,109,9,15,3,0, +odonojo01,1970,2,MON,NL,2,3,9,3,0,0,0,67,20,13,2,11,6,0.263,5.24,1,0,2,0,94,3,14,2,3, +oriledo01,1970,1,KCA,AL,0,0,9,2,0,0,0,70,26,14,5,9,13,0.277,5.40,0,3,1,0,106,5,15,1,1, +osinsda01,1970,1,HOU,NL,0,1,3,0,0,0,0,11,5,4,0,2,1,0.357,9.82,1,0,0,0,18,2,4,1,1, +osteecl01,1970,1,LAN,NL,16,14,37,37,11,4,0,776,280,110,24,52,114,0.276,3.83,3,1,4,0,1085,0,121,9,4, +osteeda01,1970,1,OAK,AL,1,0,3,1,0,0,0,17,9,4,0,3,3,0.346,6.35,0,1,0,0,29,1,4,0,0, +otoolde01,1970,1,CHA,AL,0,0,3,0,0,0,0,10,5,1,0,2,3,0.357,2.70,0,0,0,0,17,2,1,0,1, +palmeji01,1970,1,BAL,AL,20,10,39,39,17,5,0,915,263,92,21,100,199,0.231,2.71,4,10,1,3,1257,0,98,14,3, +palmelo01,1970,1,PHI,NL,1,2,38,5,0,0,0,306,98,62,15,55,85,0.255,5.47,4,14,5,1,451,10,66,4,2, +pappami01,1970,1,ATL,NL,2,2,11,3,1,0,0,107,44,24,6,7,25,0.293,6.06,1,4,2,0,160,2,25,0,1, +pappami01,1970,2,CHN,NL,10,8,21,20,6,2,0,434,135,43,14,36,80,0.248,2.68,9,0,0,1,592,1,53,6,5, +parkeha01,1970,1,SLN,NL,1,1,7,4,0,0,0,67,24,8,0,15,9,0.276,3.22,0,0,0,0,105,1,13,3,0, +pascuca02,1970,1,LAN,NL,0,0,10,0,0,0,0,42,12,4,2,5,8,0.231,2.57,1,0,1,0,59,3,4,1,0, +patteda02,1970,1,DET,AL,7,1,43,0,0,0,2,234,81,42,9,39,55,0.269,4.85,1,6,5,1,351,14,47,5,1, +pattima01,1970,1,ML4,AL,14,12,37,29,11,0,0,700,204,88,20,71,161,0.235,3.39,9,7,6,0,957,2,91,9,4, +paulmi01,1970,1,CLE,AL,2,8,30,15,1,0,0,264,91,47,13,45,70,0.271,4.81,0,2,0,0,390,3,51,3,6, +penajo01,1970,1,LAN,NL,4,3,29,0,0,0,4,171,51,28,8,29,31,0.241,4.42,5,1,3,1,251,15,32,4,3, +penaor01,1970,1,PIT,NL,2,1,23,0,0,0,2,113,38,20,6,7,25,0.268,4.78,2,0,1,0,152,7,21,1,1, +perraro01,1970,1,MIN,AL,7,8,67,0,0,0,34,333,108,30,7,42,55,0.259,2.43,7,1,1,0,471,52,38,7,4, +perryga01,1970,1,SFN,NL,23,13,41,41,23,5,0,986,292,117,27,84,214,0.237,3.20,8,11,8,0,1336,0,138,7,7, +perryji01,1970,1,MIN,AL,24,12,40,40,13,4,0,836,258,94,20,57,168,0.243,3.04,10,3,9,0,1141,0,112,8,4, +peterfr01,1970,1,NYA,AL,20,11,39,37,8,2,0,781,247,84,24,40,127,0.248,2.90,6,2,3,1,1051,0,102,10,4, +peterga01,1970,1,BOS,AL,16,11,34,34,10,4,0,665,221,100,20,83,155,0.257,4.06,2,16,7,0,960,0,114,4,7, +peterra01,1970,1,ML4,AL,0,2,2,2,0,0,0,6,7,7,0,5,1,0.583,31.50,0,0,0,0,18,0,7,0,1, +philled03,1970,1,BOS,AL,0,2,18,0,0,0,0,71,29,14,4,10,23,0.312,5.32,1,2,2,0,107,10,14,1,1, +phoebto01,1970,1,BAL,AL,5,5,27,21,3,0,0,405,106,46,11,62,72,0.219,3.07,2,7,6,0,567,2,58,10,4, +pinaho01,1970,1,WS2,AL,5,3,61,0,0,0,6,213,66,22,4,35,41,0.250,2.79,9,4,3,1,309,30,25,4,3, +pitlosk01,1970,1,SFN,NL,5,5,18,15,1,0,0,261,92,45,13,48,56,0.274,4.66,2,3,4,1,394,1,48,4,2, +pizarju01,1970,1,CHN,NL,0,0,12,0,0,0,1,47,16,8,2,9,14,0.262,4.60,0,0,1,0,73,4,9,2,0, +priddbo01,1970,1,ATL,NL,5,5,41,0,0,0,8,219,75,44,9,24,32,0.269,5.42,2,7,3,0,313,24,46,5,2, +puentmi01,1970,1,SFN,NL,1,3,6,4,1,0,0,56,25,17,5,11,14,0.325,8.20,1,0,0,0,93,1,18,5,0, +queenme02,1970,1,CAL,AL,3,6,34,3,0,0,9,180,58,28,5,28,44,0.261,4.20,6,0,5,0,265,17,28,8,2, +ramospe01,1970,1,WS2,AL,0,0,4,0,0,0,0,25,10,7,2,4,10,0.294,7.56,0,1,0,0,39,1,7,1,0, +rayji01,1970,1,HOU,NL,6,3,52,2,0,0,5,315,97,38,13,49,67,0.251,3.26,2,3,0,1,443,16,39,5,3, +raymocl01,1970,1,MON,NL,6,7,59,0,0,0,23,250,76,41,13,27,68,0.240,4.43,7,4,2,0,354,43,48,4,4, +reberfr01,1970,1,SFN,NL,7,8,45,18,3,0,2,456,178,94,13,98,117,0.293,5.57,6,15,7,2,727,7,108,10,4, +reedbo01,1970,1,DET,AL,2,4,16,4,0,0,2,139,54,25,5,14,26,0.292,4.86,0,1,0,0,201,4,25,2,0, +reedho01,1970,1,MON,NL,6,5,57,1,0,0,5,267,81,31,7,40,42,0.252,3.13,5,2,2,0,368,20,34,2,3, +reedro01,1970,1,ATL,NL,7,10,21,18,6,0,0,404,140,66,16,39,68,0.266,4.41,5,3,2,0,572,3,69,4,1, +reganph01,1970,1,CHN,NL,5,9,54,0,0,0,12,227,81,40,8,32,31,0.287,4.76,7,0,1,0,324,40,43,4,5, +renkost01,1970,1,MON,NL,13,11,41,33,7,1,1,668,203,107,27,104,142,0.241,4.32,7,3,6,0,962,4,121,4,6, +reussje01,1970,1,SLN,NL,7,8,20,20,5,2,0,382,132,58,9,49,74,0.271,4.10,2,8,1,1,548,0,62,8,3, +reynoar01,1970,1,CHN,NL,0,2,7,1,0,0,0,45,17,11,2,9,9,0.298,6.60,0,2,1,0,67,2,11,0,0, +reynoke01,1970,1,PHI,NL,0,0,4,0,0,0,0,7,3,0,0,4,1,0.333,0.00,0,0,0,0,13,2,0,0,0, +richepe01,1970,1,BAL,AL,7,2,50,0,0,0,13,164,36,12,5,24,66,0.194,1.98,3,4,1,0,216,25,14,1,4, +riddlde01,1970,1,WS2,AL,0,0,8,0,0,0,0,28,7,1,1,2,5,0.219,0.96,0,0,0,0,35,5,2,0,1, +rittwji01,1970,1,CLE,AL,1,1,8,3,1,0,0,78,18,12,0,21,16,0.194,4.15,0,2,0,0,116,0,12,2,0, +roberda05,1970,1,SDN,NL,8,14,43,21,3,2,1,545,182,77,16,43,102,0.261,3.81,11,3,1,0,753,11,80,9,3, +roberje01,1970,1,DET,AL,0,0,11,0,0,0,0,44,19,6,1,5,11,0.306,3.68,1,1,0,0,69,5,8,1,1, +roberri01,1970,1,SFN,NL,8,9,41,26,6,0,1,551,199,99,22,96,121,0.277,4.85,3,18,1,2,830,4,113,6,9, +rodriro01,1970,1,OAK,AL,0,0,6,0,0,0,0,37,10,4,2,3,8,0.227,2.92,0,2,0,0,48,0,5,0,1, +rodriro01,1970,2,SDN,NL,0,0,10,0,0,0,3,49,26,12,1,5,8,0.366,6.61,0,2,0,0,77,4,16,1,0, +rodriro01,1970,3,CHN,NL,3,2,26,0,0,0,2,130,50,28,6,15,46,0.289,5.82,2,1,0,0,193,12,33,2,3, +rolanji01,1970,1,OAK,AL,3,3,28,2,0,0,2,130,28,13,2,23,26,0.181,2.70,1,4,0,0,181,6,14,2,1, +romovi01,1970,1,BOS,AL,7,3,48,10,0,0,6,324,115,49,14,43,71,0.273,4.08,6,5,0,1,470,15,51,3,2, +rookeji01,1970,1,KCA,AL,10,15,38,29,6,3,1,611,190,80,11,102,117,0.252,3.54,4,3,1,1,879,5,99,15,6, +rossga01,1970,1,SDN,NL,2,3,33,2,0,0,1,187,72,36,8,36,39,0.305,5.20,10,4,3,0,282,11,37,6,1, +rounsge01,1970,1,CHA,AL,0,1,8,0,0,0,0,19,10,7,1,2,3,0.357,9.95,0,0,0,0,31,1,8,1,0, +ryanno01,1970,1,NYN,NL,7,11,27,19,5,2,1,395,86,50,10,97,125,0.188,3.42,2,8,4,0,570,4,59,8,4, +sadecra01,1970,1,NYN,NL,8,4,28,19,4,0,0,416,134,60,18,52,89,0.255,3.89,9,5,0,0,592,2,67,10,4, +sandeke01,1970,1,ML4,AL,5,2,50,0,0,0,13,277,64,18,1,25,64,0.201,1.75,6,2,4,1,357,30,19,7,3, +santijo02,1970,1,BOS,AL,0,2,8,0,0,0,1,34,18,13,0,8,8,0.353,10.32,1,0,0,0,59,2,13,0,0, +santoal01,1970,1,SDN,NL,1,8,21,12,0,0,1,227,91,51,11,43,41,0.294,6.07,6,2,3,0,360,5,56,1,3, +saundde01,1970,1,DET,AL,1,1,8,0,0,0,1,42,16,5,1,5,8,0.286,3.21,1,0,1,0,64,4,5,2,0, +scherfr01,1970,1,DET,AL,4,4,48,0,0,0,1,209,61,25,5,28,58,0.237,3.23,3,6,1,1,290,20,28,3,1, +seaveto01,1970,1,NYN,NL,18,12,37,36,19,2,0,872,230,91,21,83,283,0.214,2.82,8,6,4,0,1173,1,103,9,4, +secrido01,1970,1,CHA,AL,0,0,9,0,0,0,0,44,19,9,2,12,9,0.333,5.52,0,0,0,0,71,5,9,0,2, +seguidi01,1970,1,OAK,AL,10,10,47,19,3,2,2,486,130,46,9,68,95,0.222,2.56,4,5,2,0,668,14,54,7,5, +selmadi01,1970,1,PHI,NL,8,9,73,0,0,0,22,403,108,41,8,59,153,0.226,2.75,9,10,4,1,552,47,42,9,3, +sembeca01,1970,1,MON,NL,0,0,5,0,0,0,0,20,14,14,2,11,6,0.424,18.90,3,4,1,0,46,4,14,1,0, +shankha01,1970,1,CAL,AL,0,0,1,0,0,0,0,9,2,0,0,2,1,0.182,0.00,0,0,0,0,13,0,0,0,0, +shellji01,1970,1,WS2,AL,6,7,39,14,2,1,0,352,107,48,6,51,57,0.246,3.68,4,2,0,0,493,6,57,3,4, +shortch02,1970,1,PHI,NL,9,16,36,34,7,2,1,597,211,95,13,66,133,0.272,4.30,3,2,6,1,863,1,100,6,10, +siebeso01,1970,1,BOS,AL,15,8,33,33,7,2,0,668,207,85,29,60,142,0.248,3.44,2,9,6,1,916,0,98,11,4, +simpswa01,1970,1,CIN,NL,14,3,26,26,10,2,0,528,125,59,15,81,119,0.198,3.02,3,6,9,2,730,0,73,4,5, +singebi01,1970,1,LAN,NL,8,5,16,16,5,3,0,319,79,37,10,32,93,0.203,3.13,3,1,2,1,428,0,39,5,0, +siskto01,1970,1,CHA,AL,1,1,17,1,0,0,0,100,37,20,6,13,16,0.276,5.40,5,1,0,0,150,2,28,2,1, +sparmjo01,1970,1,MON,NL,0,4,9,6,1,0,0,88,34,23,7,25,23,0.296,7.06,3,4,2,0,146,2,25,1,3, +spinksc01,1970,1,HOU,NL,0,1,5,2,0,0,0,41,17,15,5,9,6,0.293,9.88,0,1,0,1,67,1,15,0,0, +splitpa01,1970,1,KCA,AL,0,1,2,1,0,0,0,26,16,7,1,5,10,0.390,7.27,0,0,0,0,46,0,9,0,0, +stangle01,1970,1,BOS,AL,2,2,20,0,0,0,2,82,34,17,5,12,14,0.301,5.60,3,1,2,0,132,5,24,2,3, +stangle01,1970,2,CHA,AL,1,0,16,0,0,0,0,67,28,13,5,5,14,0.295,5.24,1,1,0,0,101,4,13,1,0, +stephje01,1970,1,LAN,NL,0,0,3,0,0,0,0,20,11,7,0,5,6,0.379,9.45,0,0,0,0,34,1,7,0,0, +stonebi01,1970,1,MON,NL,7,15,40,30,5,3,0,623,209,106,26,109,176,0.263,4.59,8,3,14,0,928,3,118,6,3, +stonege02,1970,1,ATL,NL,11,11,35,30,9,2,0,622,218,89,27,50,131,0.267,3.86,7,2,6,0,890,1,111,13,5, +stottme01,1970,1,NYA,AL,15,13,37,37,14,0,0,813,262,93,23,84,126,0.255,3.09,8,10,6,0,1136,0,110,12,6, +strahmi01,1970,1,LAN,NL,1,1,6,0,0,0,1,56,13,3,1,10,11,0.194,1.45,0,0,0,0,77,3,6,0,0, +strohjo01,1970,1,MON,NL,3,1,42,0,0,0,0,228,85,41,7,39,74,0.279,4.86,3,9,2,1,349,11,48,3,0, +suchdi01,1970,1,WS2,AL,1,5,21,5,0,0,0,150,48,42,8,45,41,0.258,7.56,5,3,3,0,239,3,42,1,4, +suttodo01,1970,1,LAN,NL,15,13,38,38,10,4,0,781,251,118,38,78,201,0.249,4.08,7,9,10,2,1109,0,127,7,7, +talbofr01,1970,1,OAK,AL,0,1,1,0,0,0,0,5,2,2,1,1,0,0.286,10.80,0,0,0,0,8,1,2,0,0, +tatumke01,1970,1,CAL,AL,7,4,62,0,0,0,17,266,68,29,12,26,50,0.208,2.94,5,6,5,0,364,33,35,3,3, +tayloch02,1970,1,SLN,NL,6,7,56,7,1,1,8,373,116,43,5,31,64,0.256,3.11,10,3,2,0,500,22,47,9,4, +tayloro01,1970,1,NYN,NL,5,4,57,0,0,0,13,199,65,29,5,16,28,0.265,3.93,10,1,0,0,275,40,31,9,5, +tiantlu01,1970,1,MIN,AL,7,3,18,17,2,1,0,278,84,35,12,41,50,0.246,3.40,0,2,2,0,390,1,36,3,2, +timmeto01,1970,1,DET,AL,6,7,61,0,0,0,27,256,90,39,3,34,49,0.273,4.11,11,4,2,0,378,43,44,4,8, +torremi01,1970,1,SLN,NL,8,10,30,28,5,1,0,538,168,84,12,103,100,0.248,4.22,10,9,4,0,799,1,96,9,5, +twitcwa01,1970,1,ML4,AL,0,0,2,0,0,0,0,5,3,2,0,1,5,0.333,10.80,0,0,0,0,10,0,2,0,0, +vancesa01,1970,1,LAN,NL,7,7,20,18,2,0,0,345,109,40,9,37,45,0.248,3.13,2,5,1,0,484,0,47,3,3, +vealebo01,1970,1,PIT,NL,10,15,34,32,5,1,0,606,189,88,15,94,178,0.246,3.92,11,9,3,1,882,0,99,13,4, +verbajo01,1970,1,NYA,AL,1,0,7,0,0,0,0,47,20,8,1,12,8,0.323,4.60,0,0,1,0,78,3,9,3,0, +wagnega01,1970,1,BOS,AL,3,1,38,0,0,0,7,121,36,15,3,19,20,0.232,3.35,1,1,2,1,180,18,21,2,2, +walkelu01,1970,1,PIT,NL,15,6,42,19,5,3,3,489,129,55,6,89,124,0.219,3.04,8,6,1,0,684,13,56,3,3, +washbra01,1970,1,CIN,NL,4,4,35,3,0,0,0,199,90,51,7,48,37,0.324,6.92,9,0,0,0,331,9,61,3,2, +waslega01,1970,1,MON,NL,0,2,6,4,0,0,0,74,23,14,3,15,19,0.247,5.11,4,1,0,0,109,1,14,1,0, +waslega01,1970,2,NYA,AL,2,2,26,5,0,0,0,165,42,19,4,27,27,0.219,3.11,4,1,4,0,229,5,20,3,3, +watted01,1970,1,BAL,AL,7,7,53,0,0,0,12,166,44,20,3,29,33,0.239,3.25,5,2,5,0,228,35,20,8,2, +weavefl01,1970,1,CHA,AL,1,2,31,3,0,0,0,185,52,30,7,31,51,0.233,4.38,5,4,2,0,262,14,33,3,3, +wegenmi01,1970,1,MON,NL,3,6,25,16,1,0,0,313,100,61,16,56,35,0.252,5.26,3,4,4,0,461,4,70,2,2, +wenzfr01,1970,1,PHI,NL,2,0,22,0,0,0,1,91,27,15,2,13,24,0.237,4.45,0,2,1,0,133,11,16,2,3, +wilcomi01,1970,1,CIN,NL,3,1,5,2,1,1,1,67,19,6,2,7,13,0.229,2.42,0,0,1,1,92,1,6,1,0, +wilheho01,1970,1,ATL,NL,6,4,50,0,0,0,13,235,69,27,7,39,67,0.234,3.10,7,4,1,0,339,37,29,2,2, +wilheho01,1970,2,CHN,NL,0,1,3,0,0,0,0,11,4,4,1,3,1,0.286,9.82,0,0,0,0,18,2,4,1,0, +williro01,1970,1,SDN,NL,2,2,42,0,0,0,4,168,53,25,4,28,20,0.247,4.02,5,1,4,0,254,20,33,4,3, +willist02,1970,1,MIN,AL,10,1,68,0,0,0,15,340,85,25,8,32,76,0.208,1.99,6,2,5,1,455,36,34,6,4, +wilsobi03,1970,1,PHI,NL,1,0,37,0,0,0,0,175,57,31,5,33,41,0.263,4.78,0,7,0,0,258,11,35,6,2, +wilsodo01,1970,1,HOU,NL,11,6,29,27,3,0,0,553,188,80,15,66,94,0.259,3.91,4,15,7,1,806,1,92,3,5, +wilsoea01,1970,1,DET,AL,4,6,18,16,4,1,0,288,87,47,15,32,74,0.238,4.41,1,0,2,0,404,0,53,4,1, +wilsoea01,1970,2,SDN,NL,1,6,15,9,0,0,0,195,82,35,5,19,29,0.309,4.85,2,0,2,0,290,3,36,1,3, +wiseri01,1970,1,PHI,NL,13,14,35,34,5,1,0,661,253,102,15,65,113,0.287,4.17,7,3,3,1,962,0,115,9,4, +wolfwa01,1970,1,CAL,AL,0,0,4,0,0,0,0,16,3,3,1,4,5,0.176,5.06,0,2,0,0,21,3,3,0,0, +womacdo01,1970,1,OAK,AL,0,0,2,0,0,0,0,9,4,5,2,1,3,0.308,15.00,0,0,0,0,14,2,5,0,0, +woodsdi01,1970,1,MIN,AL,1,2,21,0,0,0,1,92,29,13,2,19,22,0.244,3.82,0,1,0,0,141,8,18,2,1, +woodwi01,1970,1,CHA,AL,9,13,77,0,0,0,21,365,118,38,7,36,85,0.258,2.81,7,4,2,0,507,62,50,7,4, +wrighcl01,1970,1,CAL,AL,22,12,39,39,7,2,0,782,226,82,24,88,110,0.232,2.83,4,8,7,0,1086,0,97,10,6, +wrighke01,1970,1,KCA,AL,1,2,47,0,0,0,3,160,49,31,2,29,30,0.261,5.23,0,2,7,1,231,14,33,4,3, +wynnebi02,1970,1,CHA,AL,1,4,12,9,0,0,0,132,54,26,8,22,19,0.298,5.32,2,2,1,2,211,1,30,5,2, +yorkji01,1970,1,KCA,AL,1,1,4,0,0,0,0,24,5,3,2,2,6,0.179,3.38,0,0,0,0,31,3,3,0,1, +zeppbi01,1970,1,MIN,AL,9,4,43,20,1,1,2,453,154,54,9,51,64,0.266,3.22,4,4,9,0,648,6,63,7,3, +abernte02,1971,1,KCA,AL,4,6,63,0,0,0,23,243,60,23,3,50,55,0.210,2.56,4,1,6,0,348,46,28,3,3, +acosted01,1971,1,SDN,NL,3,3,8,6,3,1,0,138,43,14,4,7,16,0.246,2.74,1,1,0,1,184,0,18,0,2, +akerja01,1971,1,NYA,AL,4,4,41,0,0,0,4,167,48,16,3,26,24,0.238,2.59,9,3,0,0,237,20,20,6,3, +alexado01,1971,1,LAN,NL,6,6,17,12,4,0,0,277,105,39,6,18,30,0.282,3.80,0,1,1,0,395,0,45,2,2, +allenll01,1971,1,CAL,AL,4,6,54,1,0,0,15,282,75,26,4,40,72,0.221,2.49,8,5,0,2,387,28,29,6,2, +arlinst01,1971,1,SDN,NL,9,19,36,34,10,4,0,683,211,88,8,103,156,0.244,3.48,10,7,6,1,988,1,114,9,5, +arroyru01,1971,1,SLN,NL,0,1,9,0,0,0,0,35,18,7,2,5,5,0.375,5.40,1,1,0,0,55,3,8,1,1, +austiri01,1971,1,CLE,AL,0,0,23,0,0,0,1,69,25,13,3,20,20,0.291,5.09,4,0,3,0,115,5,15,3,3, +bahnsst01,1971,1,NYA,AL,14,12,36,34,14,3,0,726,221,90,20,72,110,0.248,3.35,8,9,5,1,993,2,99,14,10, +ballima01,1971,1,CLE,AL,1,2,18,0,0,0,0,104,30,18,3,13,25,0.233,4.67,1,7,1,0,149,8,21,4,2, +barbest01,1971,1,ATL,NL,3,1,39,3,0,0,2,225,92,40,6,25,40,0.301,4.80,2,7,2,0,337,19,42,3,1, +barbest02,1971,1,MIN,AL,1,0,4,2,0,0,0,35,8,8,2,13,4,0.190,6.17,1,1,0,0,56,0,9,1,0, +barrji01,1971,1,SFN,NL,1,1,17,0,0,0,0,106,33,14,3,5,16,0.254,3.57,1,1,1,0,142,5,15,3,3, +bearnla01,1971,1,ML4,AL,0,0,2,0,0,0,0,9,10,6,1,2,2,0.556,18.00,0,0,0,0,20,1,6,0,0, +bellje01,1971,1,ML4,AL,2,1,8,0,0,0,0,44,10,5,0,6,8,0.200,3.07,1,1,0,0,58,5,5,1,1, +billija01,1971,1,HOU,NL,10,16,33,33,8,3,0,685,205,86,9,68,139,0.243,3.39,8,6,16,1,943,0,98,11,4, +blasiwa01,1971,1,HOU,NL,9,11,30,28,2,0,0,475,177,81,11,45,93,0.285,4.60,3,10,13,0,696,0,90,12,5, +blassst01,1971,1,PIT,NL,15,8,33,33,12,5,0,720,226,76,16,68,136,0.249,2.85,8,4,2,0,996,0,81,15,5, +blatest01,1971,1,CIN,NL,0,0,2,0,0,0,0,8,5,4,2,0,4,0.385,13.50,0,0,1,0,14,1,4,0,0, +bluevi01,1971,1,OAK,AL,24,8,39,39,24,8,0,936,209,63,19,88,301,0.189,1.82,3,10,4,1,1207,0,73,9,3, +blylebe01,1971,1,MIN,AL,16,15,38,38,17,5,0,835,267,87,21,59,224,0.255,2.81,1,5,5,1,1126,0,95,12,3, +bolinbo01,1971,1,BOS,AL,5,3,52,0,0,0,6,209,74,33,7,24,51,0.273,4.26,4,3,0,0,304,20,34,6,3, +bonhabi01,1971,1,CHN,NL,2,1,33,2,0,0,0,180,63,31,6,36,41,0.281,4.65,5,5,5,1,272,4,38,5,2, +borbope01,1971,1,CIN,NL,0,0,3,0,0,0,0,13,3,2,1,1,4,0.200,4.15,0,0,0,0,16,2,3,0,0, +bosmadi01,1971,1,WS2,AL,12,16,35,35,7,1,0,710,245,98,29,71,113,0.272,3.73,9,2,5,0,993,0,110,11,6, +bosweda01,1971,1,DET,AL,0,0,3,0,0,0,0,13,3,3,0,6,3,0.200,6.23,0,0,0,0,22,1,3,0,1, +bosweda01,1971,2,BAL,AL,1,2,15,1,0,0,0,74,32,12,4,15,14,0.305,4.38,1,1,0,0,121,6,16,0,1, +bradlto01,1971,1,CHA,AL,15,15,45,39,7,6,2,857,273,94,16,74,206,0.248,2.96,5,6,2,1,1198,3,111,13,8, +brandbu01,1971,1,PHI,NL,6,6,52,0,0,0,4,249,81,36,5,47,44,0.264,3.90,9,2,0,0,364,26,42,5,5, +brettke01,1971,1,BOS,AL,0,3,29,2,0,0,1,177,57,35,7,35,57,0.253,5.34,6,3,1,0,264,10,38,3,0, +breweji01,1971,1,LAN,NL,6,5,55,0,0,0,22,244,55,17,4,24,66,0.194,1.88,5,3,0,0,317,41,17,6,4, +brilene01,1971,1,PIT,NL,8,4,37,14,4,2,1,408,131,46,12,35,76,0.250,3.04,12,1,3,0,566,8,51,4,1, +brittji02,1971,1,MON,NL,2,3,16,6,0,0,0,137,49,29,10,27,23,0.274,5.72,1,2,2,0,210,2,33,2,0, +brobepe01,1971,1,WS2,AL,5,9,18,18,7,1,0,374,104,48,10,53,89,0.228,3.47,2,10,10,4,527,0,57,4,4, +brossfr01,1971,1,PIT,NL,0,0,1,0,0,0,0,6,1,0,0,0,0,0.200,0.00,0,0,0,0,5,0,0,0,0, +brownja01,1971,1,WS2,AL,3,4,14,9,0,0,0,141,60,31,9,27,21,0.316,5.94,2,3,1,0,223,0,34,5,0, +brunege01,1971,1,SLN,NL,0,1,7,0,0,0,0,28,12,6,3,7,4,0.316,5.79,0,0,0,0,46,1,6,1,0, +bryanro01,1971,1,SFN,NL,7,10,27,22,3,2,0,420,146,59,9,49,79,0.272,3.79,3,2,3,1,603,2,69,8,6, +bunkewa01,1971,1,KCA,AL,2,3,7,6,0,0,0,97,35,18,7,6,15,0.271,5.01,0,0,0,0,136,1,19,0,1, +bunniji01,1971,1,PHI,NL,5,12,29,16,1,0,1,330,126,67,11,37,58,0.297,5.48,7,1,6,0,484,8,72,12,5, +burbabi01,1971,1,NYA,AL,0,1,2,0,0,0,0,10,6,4,0,5,3,0.400,10.80,2,2,0,0,22,1,6,1,1, +burgmto01,1971,1,KCA,AL,9,7,67,0,0,0,17,265,71,17,3,30,44,0.223,1.73,4,2,7,0,364,34,23,7,1, +butlebi02,1971,1,KCA,AL,1,2,14,6,0,0,0,133,45,17,6,18,32,0.268,3.45,0,0,0,0,190,3,19,4,0, +cainle01,1971,1,DET,AL,10,9,26,26,3,1,0,434,121,70,14,91,118,0.228,4.35,1,6,6,1,635,0,77,5,3, +caldwmi01,1971,1,SDN,NL,1,0,6,0,0,0,0,20,4,0,0,3,5,0.174,0.00,3,2,0,0,26,2,0,0,0, +campisa01,1971,1,MIN,AL,0,0,6,0,0,0,0,13,5,2,1,4,2,0.294,4.15,0,0,0,0,21,1,2,0,0, +caprabu01,1971,1,NYN,NL,0,1,3,0,0,0,0,16,3,5,0,5,6,0.167,8.44,1,0,0,0,24,1,6,1,0, +carltst01,1971,1,SLN,NL,20,9,37,36,18,4,0,820,275,108,23,98,172,0.262,3.56,11,12,5,0,1171,0,120,10,8, +carrido01,1971,1,SFN,NL,5,3,22,12,2,1,1,241,77,36,6,37,41,0.254,4.03,1,7,2,0,353,2,48,3,8, +carrocl02,1971,1,CIN,NL,10,4,61,0,0,0,15,281,78,26,5,42,64,0.234,2.50,9,1,2,0,387,40,26,9,1, +champbi01,1971,1,PHI,NL,3,5,37,9,0,0,0,326,100,53,10,48,49,0.249,4.39,4,3,3,0,466,8,61,7,7, +chancde01,1971,1,DET,AL,4,6,31,14,0,0,0,269,91,35,5,50,64,0.265,3.51,4,4,4,1,405,5,43,5,2, +chlupbo01,1971,1,SLN,NL,0,0,1,0,0,0,0,6,3,2,0,0,1,0.333,9.00,0,0,0,0,9,0,2,0,0, +clarkri01,1971,1,CAL,AL,2,1,11,7,1,1,1,132,36,14,6,28,28,0.220,2.86,2,4,2,0,196,3,15,2,0, +clemola01,1971,1,KCA,AL,1,0,10,3,0,0,0,72,26,11,2,12,20,0.263,4.13,0,2,1,0,114,2,16,1,1, +clevere01,1971,1,SLN,NL,12,12,34,34,10,2,0,666,238,99,20,53,148,0.271,4.01,12,3,6,1,953,0,107,9,7, +clonito01,1971,1,CIN,NL,3,6,28,8,1,1,0,292,79,42,12,49,51,0.230,3.88,3,1,4,0,410,5,42,8,5, +clostal01,1971,1,NYA,AL,2,2,14,1,0,0,0,85,33,16,4,13,22,0.289,5.08,7,2,2,0,135,1,22,3,3, +colbevi01,1971,1,CLE,AL,7,6,50,10,2,0,2,428,140,63,11,71,74,0.265,3.97,9,3,6,2,625,18,71,14,5, +colboji01,1971,1,CHN,NL,0,1,14,0,0,0,0,31,18,8,1,3,2,0.383,6.97,0,0,0,0,50,5,8,0,0, +colemjo05,1971,1,DET,AL,20,9,39,38,16,3,0,858,241,100,17,96,236,0.229,3.15,3,7,7,1,1174,0,106,13,7, +cookro02,1971,1,HOU,NL,0,4,5,4,0,0,0,77,23,14,2,8,10,0.237,4.91,1,1,1,0,110,1,14,3,1, +coombda01,1971,1,SDN,NL,1,6,19,7,0,0,0,173,81,40,10,25,37,0.327,6.24,5,4,0,0,277,4,52,3,1, +corbira01,1971,1,MIN,AL,8,11,52,11,2,0,3,421,141,64,19,70,83,0.265,4.10,11,7,3,0,620,19,74,11,3, +corkimi01,1971,1,SDN,NL,0,0,8,0,0,0,0,39,14,5,1,6,16,0.280,3.46,0,0,0,0,56,4,6,0,0, +coxca01,1971,1,WS2,AL,5,7,54,11,0,0,7,373,131,55,9,40,43,0.273,3.98,8,5,7,0,543,21,69,12,4, +cuellmi01,1971,1,BAL,AL,20,9,38,38,21,4,0,877,250,100,30,78,124,0.234,3.08,1,3,1,0,1166,0,111,13,6, +culpra01,1971,1,BOS,AL,14,16,35,35,12,3,0,727,236,97,21,67,151,0.253,3.60,4,7,5,0,1024,0,108,14,6, +culvege01,1971,1,HOU,NL,5,8,59,0,0,0,7,286,89,28,4,38,57,0.257,2.64,10,4,2,0,398,34,33,8,4, +cumbejo01,1971,1,SFN,NL,9,6,45,21,5,2,2,555,153,60,22,55,65,0.223,2.92,6,4,0,0,750,7,66,7,3, +curtijo01,1971,1,BOS,AL,2,2,5,3,1,0,0,78,30,9,3,6,19,0.291,3.12,1,0,0,0,110,1,9,1,0, +dalcabr01,1971,1,KCA,AL,8,6,25,22,2,0,0,424,144,54,8,44,58,0.262,3.44,0,3,0,0,603,1,63,7,3, +deckejo01,1971,1,CHN,NL,3,2,21,4,0,0,0,137,62,24,2,25,37,0.343,4.73,3,1,0,0,215,4,24,7,2, +denehbi01,1971,1,DET,AL,0,3,31,1,0,0,1,147,47,23,4,28,27,0.250,4.22,0,1,4,0,224,10,25,3,1, +dierkla01,1971,1,HOU,NL,12,6,24,23,6,2,0,477,150,48,8,33,91,0.248,2.72,1,6,2,0,647,0,50,3,4, +dobsoch01,1971,1,OAK,AL,15,5,30,30,7,1,0,567,185,80,24,71,100,0.259,3.81,6,6,1,0,796,0,84,7,4, +dobsopa01,1971,1,BAL,AL,20,8,38,37,18,4,1,847,248,91,24,63,187,0.235,2.90,2,6,2,0,1134,1,104,10,4, +downial01,1971,1,LAN,NL,20,9,37,36,12,5,0,787,245,78,16,84,136,0.247,2.68,3,12,3,1,1095,0,93,12,4, +drabomo01,1971,1,SLN,NL,6,1,51,0,0,0,8,181,45,23,2,33,49,0.207,3.43,8,1,2,1,256,27,23,2,2, +dragodi01,1971,1,KCA,AL,17,11,35,34,15,4,0,724,251,80,14,46,109,0.276,2.98,1,4,9,0,977,0,84,6,8, +dukesto01,1971,1,BAL,AL,1,5,28,0,0,0,4,115,40,15,4,8,30,0.263,3.52,2,1,1,0,165,12,15,1,3, +dunnist01,1971,1,CLE,AL,8,14,31,29,3,1,1,552,173,92,25,109,132,0.254,4.50,5,8,5,2,811,1,98,12,4, +eddydo01,1971,1,CHA,AL,0,2,22,0,0,0,0,68,19,6,3,19,14,0.232,2.38,2,0,0,0,103,6,6,1,1, +ellisdo01,1971,1,PIT,NL,19,9,31,31,11,2,0,680,207,77,15,63,137,0.239,3.06,5,4,2,0,943,0,93,6,7, +ellswdi01,1971,1,ML4,AL,0,1,11,0,0,0,0,44,22,8,1,7,10,0.361,4.91,1,0,1,0,72,5,10,1,2, +farmeed01,1971,1,CLE,AL,5,4,43,4,0,0,4,236,77,38,9,41,48,0.263,4.35,3,6,3,0,346,16,42,6,3, +fingero01,1971,1,OAK,AL,4,6,48,8,2,1,17,388,94,43,14,30,98,0.207,2.99,3,1,8,0,503,28,46,7,3, +fisheed02,1971,1,CAL,AL,10,8,57,3,0,0,3,357,92,36,11,50,82,0.211,2.72,5,4,2,0,492,30,46,1,3, +fitzmal01,1971,1,KCA,AL,7,5,36,15,2,1,0,382,112,59,6,55,53,0.245,4.17,2,15,1,1,527,6,61,8,5, +foorji01,1971,1,DET,AL,0,0,3,0,0,0,0,3,2,2,0,4,2,0.400,18.00,0,0,0,0,9,1,2,0,0, +forscke01,1971,1,HOU,NL,8,8,33,23,7,2,0,565,162,53,8,53,131,0.230,2.53,5,8,4,0,771,4,60,8,2, +forstte01,1971,1,CHA,AL,2,3,45,3,0,0,1,149,46,22,5,23,48,0.241,3.99,3,1,1,1,219,15,23,2,2, +fosteal01,1971,1,CLE,AL,8,12,36,26,3,0,0,545,158,84,19,82,97,0.232,4.16,5,6,4,0,775,2,93,2,6, +frankja02,1971,1,SDN,NL,0,1,3,1,0,0,0,17,5,4,3,4,4,0.250,6.35,0,0,0,0,27,1,5,3,0, +friseda01,1971,1,NYN,NL,8,5,53,0,0,0,12,272,76,20,6,30,93,0.227,1.99,9,5,3,1,376,42,28,7,1, +frymawo01,1971,1,PHI,NL,10,7,37,17,3,2,2,448,133,56,7,46,104,0.242,3.38,1,6,3,0,616,9,61,12,5, +gardnro01,1971,1,OAK,AL,0,0,4,1,0,0,0,23,8,2,1,3,5,0.267,2.35,0,0,0,0,34,1,2,1,0, +gardnro01,1971,2,NYA,AL,0,0,2,0,0,0,0,9,3,1,0,2,2,0.273,3.00,0,0,0,0,13,1,1,0,0, +garmami01,1971,1,BOS,AL,1,1,3,3,0,0,0,56,15,8,3,9,6,0.217,3.86,1,1,1,0,80,0,8,0,1, +garregr01,1971,1,CIN,NL,0,1,2,1,0,0,0,26,7,1,0,10,2,0.250,1.04,0,1,0,1,39,0,1,1,0, +gebhabo01,1971,1,MIN,AL,1,2,17,0,0,0,0,54,17,6,0,11,13,0.243,3.00,3,0,1,0,85,10,6,3,0, +gelnajo01,1971,1,ML4,AL,0,0,2,0,0,0,0,4,3,2,0,1,0,0.429,13.50,0,0,0,0,8,0,2,0,0, +gentrga01,1971,1,NYN,NL,12,11,32,31,8,3,0,610,167,73,16,82,155,0.224,3.23,8,2,6,0,850,0,84,10,5, +gibbojo01,1971,1,CIN,NL,5,6,50,0,0,0,11,193,54,21,3,32,34,0.239,2.94,11,2,1,1,271,33,25,9,3, +gibsobo01,1971,1,SLN,NL,16,13,31,31,20,5,0,737,215,83,14,76,185,0.232,3.04,11,10,7,0,1026,0,96,12,6, +gilbrbi01,1971,1,DET,AL,2,1,9,5,2,0,0,90,28,16,4,21,14,0.264,4.80,1,1,2,0,133,0,17,4,0, +giustda01,1971,1,PIT,NL,5,6,58,0,0,0,30,258,79,28,5,31,55,0.241,2.93,8,3,1,0,365,49,31,1,4, +gladdfr01,1971,1,HOU,NL,4,5,48,0,0,0,12,154,51,12,0,22,17,0.268,2.10,7,2,7,0,228,32,17,7,2, +gogolbi01,1971,1,WS2,AL,6,5,27,17,4,1,0,373,112,38,5,39,70,0.241,2.75,6,1,2,0,514,3,39,5,3, +grangwa01,1971,1,CIN,NL,7,6,70,0,0,0,11,300,94,37,8,28,51,0.251,3.33,7,1,1,0,412,41,39,6,2, +grantmu01,1971,1,PIT,NL,5,3,42,0,0,0,7,225,79,30,8,28,22,0.274,3.60,8,1,1,0,323,27,32,5,1, +grantmu01,1971,2,OAK,AL,1,0,15,0,0,0,3,82,25,6,3,6,13,0.243,1.98,0,0,0,0,111,9,9,2,0, +greifbi01,1971,1,HOU,NL,1,1,7,3,0,0,0,48,18,9,1,8,14,0.290,5.06,0,0,2,0,76,1,10,3,1, +griffto02,1971,1,HOU,NL,0,6,10,6,0,0,0,113,44,20,4,20,29,0.288,4.78,1,4,2,0,177,0,22,1,1, +grimsro02,1971,1,CIN,NL,10,7,26,26,6,3,0,484,151,64,15,43,67,0.250,3.57,2,3,2,1,660,0,67,8,2, +grzenjo01,1971,1,WS2,AL,5,2,46,0,0,0,5,211,54,15,2,17,56,0.217,1.92,7,2,1,0,273,21,19,2,4, +guinnsk01,1971,1,HOU,NL,0,0,4,0,0,0,1,14,1,0,0,3,3,0.067,0.00,1,1,0,0,18,2,0,0,0, +gulledo01,1971,1,CIN,NL,16,6,35,31,4,3,0,653,196,64,14,64,107,0.242,2.65,6,3,2,0,891,0,73,13,2, +gurala01,1971,1,CHN,NL,0,0,6,0,0,0,1,9,6,2,0,1,2,0.400,6.00,1,1,0,0,18,2,3,2,0, +guzmasa01,1971,1,SLN,NL,0,0,2,1,0,0,0,30,6,0,0,2,13,0.162,0.00,0,0,0,1,39,1,1,0,0, +halldi01,1971,1,BAL,AL,6,6,27,0,0,0,1,130,52,24,4,11,26,0.302,4.98,9,1,1,0,194,14,27,7,3, +hallto01,1971,1,MIN,AL,4,7,48,11,0,0,9,389,104,48,13,58,137,0.216,3.33,5,4,0,0,548,20,54,3,5, +hambrro01,1971,1,NYA,AL,3,1,18,0,0,0,2,80,22,13,5,10,14,0.224,4.39,2,2,0,0,110,14,13,1,1, +hamilst01,1971,1,SFN,NL,2,2,39,0,0,0,4,134,29,15,4,11,38,0.186,3.02,6,1,1,0,173,16,15,1,4, +hammpe01,1971,1,MIN,AL,2,4,13,8,1,0,0,132,55,33,7,18,16,0.309,6.75,1,1,1,0,201,3,33,2,2, +handri01,1971,1,CLE,AL,2,6,15,12,0,0,0,182,74,39,6,38,26,0.311,5.79,1,4,4,0,283,0,43,2,1, +handsbi01,1971,1,CHN,NL,12,18,36,35,14,1,0,727,248,92,27,50,128,0.260,3.42,6,5,2,0,1019,1,112,9,3, +hannaji01,1971,1,DET,AL,1,0,7,0,0,0,0,33,7,4,1,7,6,0.189,3.27,0,1,1,0,46,3,4,1,0, +hannaji01,1971,2,ML4,AL,1,1,21,1,0,0,0,97,38,18,7,21,17,0.295,5.01,4,3,1,0,154,7,23,2,1, +hardiji01,1971,1,BAL,AL,0,0,6,0,0,0,0,17,12,3,0,3,3,0.480,4.76,1,0,0,0,31,1,5,3,0, +hardiji01,1971,2,NYA,AL,0,2,12,3,0,0,0,85,35,16,3,9,14,0.313,5.08,3,2,1,0,126,3,19,3,1, +hargast01,1971,1,CLE,AL,1,13,37,16,1,0,1,340,138,78,18,56,52,0.304,6.19,5,7,6,0,526,6,83,9,1, +harribu03,1971,1,HOU,NL,1,1,20,0,0,0,0,92,33,22,3,16,21,0.275,6.46,1,2,0,1,138,7,22,1,1, +hasslan01,1971,1,CAL,AL,0,3,6,4,0,0,0,56,25,8,0,15,13,0.333,3.86,2,2,1,0,92,0,10,0,1, +haydeha01,1971,1,MIN,AL,4,2,31,0,0,0,1,120,33,19,3,20,29,0.243,4.28,1,1,2,0,165,13,19,6,1, +hedlumi01,1971,1,KCA,AL,15,8,32,30,7,1,0,617,168,62,15,72,76,0.227,2.71,1,2,1,0,833,1,68,16,4, +henniph01,1971,1,CLE,AL,4,3,57,0,0,0,14,246,80,45,13,51,69,0.261,4.94,4,3,3,0,372,38,45,5,6, +herbero01,1971,1,ATL,NL,0,1,25,0,0,0,1,155,61,30,6,23,22,0.300,5.23,1,6,4,0,236,9,31,5,1, +hernara01,1971,1,PIT,NL,0,1,10,0,0,0,4,37,5,1,0,2,7,0.122,0.73,1,0,0,0,44,7,1,1,0, +higgide01,1971,1,SLN,NL,1,0,3,0,0,0,0,21,6,3,0,2,6,0.240,3.86,0,0,0,0,29,1,3,1,1, +hintori01,1971,1,CHA,AL,3,4,18,2,0,0,0,73,27,12,1,6,15,0.310,4.44,1,1,1,0,101,6,12,6,1, +hoernjo01,1971,1,PHI,NL,4,5,49,0,0,0,9,219,57,16,6,21,57,0.215,1.97,3,2,1,1,296,28,19,6,3, +holtzke01,1971,1,CHN,NL,9,15,30,29,9,3,0,585,213,97,18,64,143,0.276,4.48,7,10,2,0,848,1,108,6,5, +hootobu01,1971,1,CHN,NL,2,0,3,3,2,1,0,64,8,5,2,10,22,0.111,2.11,0,1,0,0,82,0,5,0,0, +horlejo01,1971,1,CHA,AL,8,9,34,18,3,0,2,412,150,65,12,30,82,0.284,4.26,2,3,5,1,575,10,72,6,6, +houghch01,1971,1,LAN,NL,0,0,4,0,0,0,0,13,3,2,1,3,4,0.200,4.15,0,0,0,0,19,3,3,1,0, +houseto01,1971,1,ATL,NL,1,0,11,1,0,0,0,62,20,7,2,3,11,0.263,3.05,0,3,1,0,82,2,8,1,1, +hraboal01,1971,1,SLN,NL,0,0,1,0,0,0,0,6,2,0,0,0,2,0.250,0.00,0,0,0,0,8,0,0,0,0, +hunteca01,1971,1,OAK,AL,21,11,37,37,16,4,0,821,225,90,27,80,181,0.223,2.96,7,2,4,0,1109,0,103,9,6, +jacksgr01,1971,1,BAL,AL,4,3,29,9,0,0,0,233,72,27,7,20,51,0.249,3.13,5,4,2,0,318,0,31,4,3, +jacksmi01,1971,1,SLN,NL,0,0,1,0,0,0,0,2,1,0,0,1,0,0.333,0.00,0,0,0,0,4,0,0,0,0, +jacqupa01,1971,1,CHA,AL,0,0,2,0,0,0,0,6,4,1,0,2,1,0.444,4.50,0,0,0,0,12,0,1,0,1, +janesje01,1971,1,WS2,AL,1,5,23,10,0,0,1,185,72,34,5,34,19,0.304,4.96,4,1,3,0,281,4,38,5,2, +jarvipa01,1971,1,ATL,NL,6,14,35,23,3,3,1,487,162,74,16,51,68,0.261,4.10,11,2,3,1,686,6,81,10,1, +jenkife01,1971,1,CHN,NL,24,13,39,39,30,3,0,975,304,100,29,37,263,0.246,2.77,6,3,5,4,1299,0,114,11,10, +johnsba01,1971,1,CHA,AL,12,10,53,16,4,0,14,534,148,58,9,111,153,0.227,2.93,6,11,6,0,784,24,67,10,5, +johnsbo03,1971,1,PIT,NL,9,10,31,27,7,1,0,524,170,67,19,55,101,0.259,3.45,8,4,7,0,732,0,73,9,5, +johnsje01,1971,1,SFN,NL,12,9,67,0,0,0,18,327,93,36,9,48,85,0.230,2.97,9,6,1,2,469,47,42,11,5, +johnto01,1971,1,CHA,AL,13,16,38,35,10,3,0,688,244,92,17,58,131,0.274,3.61,5,10,5,0,975,0,115,10,10, +jonesga01,1971,1,NYA,AL,0,0,12,0,0,0,0,42,19,14,1,7,10,0.317,9.00,1,0,0,0,69,5,14,1,1, +kaatji01,1971,1,MIN,AL,13,14,39,38,15,4,0,781,275,96,16,47,137,0.268,3.32,9,8,6,0,1098,0,104,13,6, +kaisebo01,1971,1,CLE,AL,0,0,5,0,0,0,0,18,8,3,2,3,4,0.333,4.50,0,3,2,0,29,5,3,0,0, +kealest01,1971,1,CHA,AL,2,2,54,1,0,0,6,232,69,33,10,26,50,0.239,3.84,6,2,0,0,328,26,40,10,3, +kekicmi01,1971,1,NYA,AL,10,9,37,24,3,0,0,511,167,77,13,82,93,0.257,4.07,11,8,4,0,748,5,89,6,6, +kelledi01,1971,1,SDN,NL,2,3,48,1,0,0,2,179,52,23,5,23,42,0.232,3.47,5,0,4,0,256,24,26,3,2, +kelleto01,1971,1,ATL,NL,9,5,28,20,5,0,0,429,140,47,8,69,68,0.262,2.96,6,5,1,1,613,2,56,7,1, +kilkemi01,1971,1,DET,AL,4,5,30,11,2,0,1,259,83,48,8,44,47,0.247,5.00,3,4,2,0,387,5,52,4,1, +kirbycl01,1971,1,SDN,NL,15,13,38,36,13,2,0,802,213,84,20,103,231,0.216,2.83,14,13,3,0,1107,0,99,10,4, +kisonbr01,1971,1,PIT,NL,6,5,18,13,2,1,0,286,93,36,6,36,60,0.259,3.40,5,4,6,2,405,0,40,2,2, +klimkro01,1971,1,OAK,AL,2,2,26,0,0,0,2,136,37,17,3,23,25,0.220,3.38,8,3,1,0,195,11,19,2,1, +klinest01,1971,1,NYA,AL,12,13,31,30,15,1,0,667,206,73,21,37,81,0.244,2.96,7,3,0,1,888,0,87,3,5, +knowlda01,1971,1,WS2,AL,2,2,12,0,0,0,2,46,17,6,2,6,16,0.266,3.52,1,0,0,0,70,6,6,0,0, +knowlda01,1971,2,OAK,AL,5,2,43,0,0,0,7,158,40,21,3,16,40,0.221,3.59,4,0,3,0,207,21,22,3,4, +kooncca01,1971,1,BOS,AL,0,1,13,1,0,0,0,63,22,13,3,11,9,0.278,5.57,0,0,0,0,91,6,16,1,0, +koosmje01,1971,1,NYN,NL,6,11,26,24,4,0,0,497,160,56,12,51,96,0.256,3.04,4,7,1,0,694,0,66,9,7, +krausle02,1971,1,ML4,AL,8,12,43,22,1,0,0,541,164,59,23,62,92,0.239,2.94,10,1,5,1,760,4,67,6,2, +lachema01,1971,1,OAK,AL,0,0,1,0,0,0,0,1,2,2,0,1,0,1.000,54.00,0,0,0,0,4,0,2,1,0, +lambjo01,1971,1,PIT,NL,0,0,2,0,0,0,0,13,3,0,0,1,1,0.188,0.00,0,0,0,0,18,0,0,1,0, +lambra01,1971,1,CLE,AL,6,12,43,21,3,1,1,475,147,59,11,69,91,0.247,3.35,7,5,1,2,679,6,67,8,6, +larocda01,1971,1,CAL,AL,5,1,56,0,0,0,9,216,55,20,3,27,63,0.212,2.50,10,2,1,0,295,32,21,4,4, +lashefr01,1971,1,CAL,AL,0,0,2,0,0,0,0,4,4,4,0,2,0,0.667,27.00,0,0,0,0,9,1,4,0,1, +laxtobi01,1971,1,SDN,NL,0,2,18,0,0,0,0,83,32,21,4,26,23,0.305,6.83,0,6,1,1,135,7,25,2,1, +leebi03,1971,1,BOS,AL,9,2,47,3,0,0,2,306,102,31,7,46,74,0.256,2.74,7,1,1,0,451,13,35,4,2, +lemasde01,1971,1,HOU,NL,0,2,42,0,0,0,2,180,59,23,4,22,28,0.262,3.45,6,7,1,0,253,17,23,5,0, +leonhda01,1971,1,BAL,AL,2,3,12,6,1,1,1,162,51,17,5,19,18,0.252,2.83,0,1,1,0,226,2,18,3,1, +lerscba01,1971,1,PHI,NL,5,14,38,30,3,0,0,643,203,90,28,50,113,0.252,3.78,2,8,3,0,875,4,97,12,3, +leyte01,1971,1,NYA,AL,0,0,6,0,0,0,0,27,9,5,1,9,7,0.257,5.00,2,0,2,0,49,5,9,2,1, +lindbpa01,1971,1,OAK,AL,1,0,8,0,0,0,0,48,18,7,1,2,4,0.295,3.94,1,0,1,0,65,3,7,1,0, +lindbpa01,1971,2,WS2,AL,6,4,43,0,0,0,8,251,58,24,6,29,50,0.196,2.58,6,2,2,0,331,23,25,4,0, +linzyfr01,1971,1,SLN,NL,4,3,50,0,0,0,6,178,49,14,2,27,24,0.226,2.12,11,2,0,0,250,24,18,6,0, +lockebo02,1971,1,OAK,AL,7,2,47,0,0,0,6,217,68,23,2,19,46,0.249,2.86,9,3,1,1,300,22,28,5,2, +lockwsk01,1971,1,ML4,AL,10,15,33,32,5,1,0,624,191,77,13,91,115,0.246,3.33,6,5,5,0,886,0,93,5,8, +lolicmi01,1971,1,DET,AL,25,14,45,45,29,4,0,1128,336,122,36,92,308,0.237,2.92,2,7,7,0,1538,0,133,12,12, +lonboji01,1971,1,BOS,AL,10,7,27,26,5,1,0,503,167,77,15,67,100,0.259,4.13,6,3,14,0,736,1,86,8,2, +lopezma01,1971,1,ML4,AL,2,7,31,11,0,0,0,203,64,35,5,60,42,0.251,4.66,1,5,0,0,326,5,48,8,3, +luebbst01,1971,1,MIN,AL,2,5,18,12,0,0,1,204,73,38,7,37,35,0.278,5.03,3,1,4,0,308,2,42,2,2, +lylesp01,1971,1,BOS,AL,6,4,50,0,0,0,16,157,41,16,5,23,37,0.228,2.75,2,4,0,0,209,36,16,3,3, +machech01,1971,1,CLE,AL,0,2,14,0,0,0,3,55,16,13,2,15,9,0.246,6.38,3,0,0,1,84,7,16,1,3, +magnuji01,1971,1,CHA,AL,1,1,15,4,0,0,0,90,30,15,0,16,11,0.265,4.50,0,0,2,0,131,6,18,0,0, +malonji01,1971,1,CAL,AL,0,3,13,4,0,0,0,91,35,17,3,24,13,0.294,5.04,2,3,1,0,147,5,18,2,1, +maricju01,1971,1,SFN,NL,18,11,37,37,18,4,0,837,244,91,27,56,159,0.233,2.94,6,6,3,1,1124,0,113,13,6, +marshmi01,1971,1,MON,NL,5,8,66,0,0,0,23,334,100,53,9,50,85,0.247,4.28,13,9,4,0,472,52,56,9,4, +matlajo01,1971,1,NYN,NL,0,3,7,6,0,0,0,111,31,17,2,15,24,0.228,4.14,0,3,0,0,153,1,18,1,1, +mayru01,1971,1,CAL,AL,11,12,32,31,7,2,0,625,160,70,12,87,156,0.213,3.02,6,0,2,0,852,1,74,10,3, +mcanaer01,1971,1,MON,NL,11,12,31,25,8,2,0,533,150,77,9,87,98,0.228,3.90,2,18,8,0,762,3,85,6,4, +mcandji01,1971,1,NYN,NL,2,5,24,10,0,0,0,271,78,44,10,32,42,0.227,4.38,5,6,1,0,382,4,50,2,3, +mccormi03,1971,1,KCA,AL,0,0,4,1,0,0,0,29,14,10,0,5,2,0.350,9.31,0,0,0,0,46,1,10,1,0, +mcdanli01,1971,1,NYA,AL,5,10,44,0,0,0,4,209,82,39,12,24,39,0.296,5.04,6,5,0,0,310,28,41,7,2, +mcdowsa01,1971,1,CLE,AL,13,17,35,31,8,2,1,644,160,81,22,153,192,0.207,3.40,13,13,3,0,943,3,89,9,5, +mcginda01,1971,1,MON,NL,1,4,28,6,1,0,0,213,74,47,7,42,40,0.274,5.96,4,2,1,0,318,6,51,5,0, +mcgloji01,1971,1,CIN,NL,8,12,30,26,6,0,0,512,151,61,15,47,93,0.243,3.22,4,7,4,0,683,2,65,9,2, +mcgratu01,1971,1,NYN,NL,11,4,51,1,0,0,8,333,73,21,4,41,109,0.189,1.70,11,6,3,0,441,34,22,9,1, +mclaide01,1971,1,WS2,AL,10,22,33,32,9,3,0,650,233,103,31,72,103,0.281,4.28,8,4,3,1,931,1,115,16,12, +mcmahdo02,1971,1,SFN,NL,10,6,61,0,0,0,4,246,73,37,9,37,71,0.242,4.06,6,2,7,0,356,26,40,7,3, +mcnalda01,1971,1,BAL,AL,21,5,30,30,11,1,0,673,188,72,24,58,91,0.229,2.89,2,5,5,0,899,0,75,10,4, +mcquemi01,1971,1,ATL,NL,4,1,17,3,0,0,1,168,47,22,7,23,38,0.228,3.54,4,3,2,0,235,6,24,2,2, +merriji01,1971,1,CIN,NL,1,11,28,11,0,0,0,321,115,52,14,31,38,0.279,4.37,8,2,3,0,456,5,55,7,3, +messean01,1971,1,CAL,AL,20,13,38,38,14,4,0,830,224,92,16,121,179,0.218,2.99,6,9,7,0,1170,0,112,9,5, +mikkepe01,1971,1,LAN,NL,8,5,41,0,0,0,5,222,67,30,10,17,46,0.242,3.65,5,3,1,0,301,28,38,4,2, +millebo04,1971,1,CHN,NL,0,0,2,0,0,0,0,21,10,4,0,1,2,0.357,5.14,0,0,0,0,30,1,4,0,1, +millebo04,1971,2,SDN,NL,7,3,38,0,0,0,7,191,53,10,0,26,36,0.227,1.41,7,1,1,0,264,26,12,4,0, +millebo04,1971,3,PIT,NL,1,2,16,0,0,0,3,84,20,4,1,13,13,0.200,1.29,4,0,0,0,115,10,8,2,0, +mingost01,1971,1,CLE,AL,1,2,54,0,0,0,4,170,31,9,2,24,45,0.166,1.43,6,1,1,0,221,24,10,5,4, +moelljo01,1971,1,LAN,NL,2,4,28,1,0,0,1,199,72,28,5,12,32,0.279,3.80,2,1,0,0,280,9,32,6,4, +montgmo01,1971,1,KCA,AL,3,0,3,2,0,0,0,64,16,5,0,3,12,0.205,2.11,0,0,0,0,82,1,5,1,0, +moosebo01,1971,1,PIT,NL,11,7,30,18,3,1,1,420,169,64,12,35,68,0.301,4.11,11,5,2,0,616,3,73,11,6, +moretro01,1971,1,BOS,AL,4,3,13,7,4,1,0,213,50,23,5,40,47,0.205,2.92,4,1,2,0,291,2,24,4,1, +morrijo06,1971,1,ML4,AL,2,2,43,1,0,0,1,203,69,28,4,27,42,0.270,3.72,9,5,1,1,295,16,34,5,6, +mortoca01,1971,1,MON,NL,10,18,36,35,9,0,1,641,252,114,22,83,84,0.295,4.80,13,6,4,1,958,1,129,10,7, +munizma01,1971,1,PHI,NL,0,1,5,0,0,0,0,31,9,8,2,8,6,0.225,6.97,1,0,0,0,48,1,8,0,0, +murphto02,1971,1,CAL,AL,6,17,37,36,7,0,0,730,228,102,24,82,89,0.256,3.77,9,17,9,1,1002,0,108,13,6, +nagymi01,1971,1,BOS,AL,1,3,12,7,0,0,0,114,46,28,4,20,9,0.315,6.63,1,1,0,0,170,2,29,3,1, +nashji01,1971,1,ATL,NL,9,7,32,19,2,0,2,399,166,73,17,50,65,0.314,4.94,3,4,0,1,595,7,81,12,5, +neibaga01,1971,1,ATL,NL,1,0,6,1,0,0,1,63,14,5,3,9,6,0.187,2.14,1,1,1,0,86,1,5,1,0, +nelsoji01,1971,1,PIT,NL,2,2,17,2,0,0,0,104,27,9,0,26,11,0.225,2.34,4,3,5,0,153,2,9,1,1, +nelsoro02,1971,1,KCA,AL,0,1,13,1,0,0,0,102,35,20,1,5,29,0.269,5.29,0,0,0,0,139,4,20,3,1, +newmara01,1971,1,CHN,NL,1,2,30,0,0,0,2,115,30,15,4,17,35,0.219,3.52,0,2,0,0,156,12,15,2,0, +niekrjo01,1971,1,DET,AL,6,7,31,15,0,0,1,367,136,61,13,49,43,0.283,4.49,3,2,2,0,540,5,62,6,3, +niekrph01,1971,1,ATL,NL,15,14,42,36,18,4,2,806,248,89,27,70,173,0.245,2.98,6,8,3,1,1101,4,112,11,4, +nolanga01,1971,1,CIN,NL,12,15,35,35,9,0,0,734,208,86,12,59,146,0.227,3.16,11,1,2,0,991,0,91,12,1, +normafr01,1971,1,SLN,NL,0,0,4,0,0,0,0,11,7,5,1,7,4,0.438,12.27,0,3,0,0,24,0,5,0,1, +normafr01,1971,2,SDN,NL,3,12,20,18,5,0,0,382,114,47,7,56,77,0.240,3.32,7,8,2,0,543,1,48,7,3, +obriebo01,1971,1,LAN,NL,2,2,14,4,1,1,0,126,42,14,4,13,15,0.263,3.00,1,5,1,2,177,5,18,2,1, +odombl01,1971,1,OAK,AL,10,12,25,25,3,1,0,422,147,67,13,71,69,0.271,4.29,7,6,0,0,630,0,78,10,6, +odonojo01,1971,1,MON,NL,0,0,13,0,0,0,0,52,19,9,3,7,7,0.271,4.67,1,1,0,0,78,4,10,0,1, +osteecl01,1971,1,LAN,NL,14,11,38,38,11,4,0,777,262,101,25,63,109,0.266,3.51,2,4,3,1,1071,0,108,16,5, +otoolde01,1971,1,CHA,AL,0,0,1,0,0,0,0,6,0,0,0,1,2,0.000,0.00,0,0,0,0,7,0,0,0,0, +palmeji01,1971,1,BAL,AL,20,9,37,37,20,3,0,846,231,84,19,106,184,0.221,2.68,6,8,4,2,1165,0,94,6,5, +palmelo01,1971,1,PHI,NL,0,0,3,1,0,0,0,45,13,10,3,13,6,0.236,6.00,0,4,4,0,73,0,11,0,1, +panthji01,1971,1,OAK,AL,0,1,4,0,0,0,0,17,10,7,1,5,4,0.385,11.12,2,1,0,0,33,0,9,2,0, +pappami01,1971,1,CHN,NL,17,14,35,35,14,5,0,784,279,102,25,62,99,0.274,3.51,6,6,5,0,1099,0,109,7,7, +parkeha01,1971,1,SLN,NL,0,0,4,0,0,0,0,15,6,4,2,2,2,0.286,7.20,0,0,0,0,23,1,4,0,0, +parsobi01,1971,1,ML4,AL,13,17,36,35,12,4,0,734,219,87,19,93,139,0.241,3.20,10,5,4,0,1022,0,95,9,9, +pascuca02,1971,1,CLE,AL,2,2,9,1,0,0,0,70,17,8,0,11,20,0.205,3.09,0,0,1,0,97,1,9,1,1, +patteda02,1971,1,DET,AL,0,1,12,0,0,0,0,28,14,5,1,6,5,0.359,4.82,1,2,1,2,48,3,7,2,0, +patteda02,1971,2,OAK,AL,0,0,4,0,0,0,0,17,5,5,3,4,2,0.238,7.94,0,0,1,0,26,2,5,0,0, +patteda02,1971,3,SLN,NL,0,1,13,2,0,0,1,80,20,13,3,15,11,0.211,4.39,1,2,0,0,112,7,14,0,2, +pattima01,1971,1,ML4,AL,14,14,36,36,9,5,0,794,225,92,29,73,169,0.235,3.13,11,1,4,0,1057,0,100,11,10, +paulmi01,1971,1,CLE,AL,2,7,17,12,1,0,0,186,78,41,8,14,33,0.318,5.95,3,0,5,1,271,1,42,5,2, +penajo01,1971,1,LAN,NL,2,0,21,0,0,0,1,129,32,17,7,18,44,0.211,3.56,1,1,1,0,176,14,18,3,2, +penaor01,1971,1,BAL,AL,0,1,5,0,0,0,0,44,16,5,0,5,4,0.281,3.07,1,0,0,0,64,3,7,2,0, +perraro01,1971,1,MIN,AL,1,4,36,0,0,0,5,128,60,32,2,28,21,0.337,6.75,4,2,3,1,218,22,39,7,2, +perraro01,1971,2,DET,AL,0,1,11,0,0,0,2,54,16,5,2,3,8,0.254,2.50,1,0,1,0,72,7,9,3,2, +perryga01,1971,1,SFN,NL,16,12,37,37,14,2,0,840,255,86,20,67,158,0.242,2.76,4,8,5,0,1149,0,116,9,13, +perryji01,1971,1,MIN,AL,17,17,40,39,8,0,1,810,263,127,39,102,126,0.259,4.23,10,5,5,0,1146,1,135,10,12, +perzast01,1971,1,CHA,AL,0,1,5,0,0,0,1,18,14,8,1,3,5,0.412,12.00,0,0,0,0,38,2,10,0,1, +peterfr01,1971,1,NYA,AL,15,13,37,35,16,4,1,822,269,93,25,42,139,0.258,3.05,7,6,4,1,1104,2,106,8,7, +peterga01,1971,1,BOS,AL,14,11,34,32,9,1,1,642,241,104,25,70,100,0.288,4.37,3,2,6,0,927,1,111,11,3, +phoebto01,1971,1,SDN,NL,3,11,29,21,2,0,0,400,144,66,14,64,80,0.280,4.46,6,9,3,1,593,2,67,8,3, +pinaho01,1971,1,WS2,AL,1,1,56,0,0,0,2,173,47,23,2,31,38,0.227,3.59,7,3,4,0,250,21,26,5,3, +pizarju01,1971,1,CHN,NL,7,6,16,14,6,3,0,304,78,39,10,40,67,0.209,3.46,3,3,2,0,419,0,43,3,1, +priddbo01,1971,1,ATL,NL,4,9,40,0,0,0,4,192,71,30,8,44,36,0.289,4.22,5,8,1,0,299,25,36,6,2, +queenme02,1971,1,CAL,AL,2,2,44,0,0,0,4,197,49,13,3,29,53,0.212,1.78,6,6,8,1,275,18,17,5,2, +rayji01,1971,1,HOU,NL,10,4,47,1,0,0,3,293,72,23,3,31,46,0.211,2.12,5,5,2,1,382,21,27,3,5, +raymocl01,1971,1,MON,NL,1,7,37,0,0,0,0,161,81,28,5,25,29,0.373,4.70,8,2,0,0,249,20,34,4,3, +reberfr01,1971,1,SFN,NL,3,0,13,7,0,0,0,131,37,19,5,19,21,0.228,3.92,0,0,2,0,186,5,20,2,1, +reedho01,1971,1,MON,NL,2,3,43,0,0,0,0,170,66,27,8,24,25,0.296,4.29,7,1,0,0,253,14,28,3,3, +reedro01,1971,1,ATL,NL,13,14,32,32,8,1,0,667,221,92,26,54,129,0.261,3.72,10,5,2,1,927,0,105,16,7, +reganph01,1971,1,CHN,NL,5,5,48,1,0,0,6,220,84,32,4,33,28,0.301,3.93,13,0,2,0,326,30,37,8,4, +renkost01,1971,1,MON,NL,15,14,40,37,9,3,0,827,256,115,24,135,129,0.247,3.75,11,11,3,0,1193,2,128,9,10, +reussje01,1971,1,SLN,NL,14,14,36,35,7,2,0,633,228,112,15,109,131,0.279,4.78,11,9,7,2,952,0,125,13,5, +reynoar01,1971,1,CAL,AL,0,3,15,1,0,0,0,82,32,14,2,18,15,0.305,4.61,5,1,0,0,126,5,15,3,0, +reynobo01,1971,1,SLN,NL,0,0,4,0,0,0,0,21,15,8,2,6,4,0.441,10.29,1,0,1,0,41,1,8,0,0, +reynobo01,1971,2,ML4,AL,0,1,3,0,0,0,0,18,4,2,0,3,4,0.222,3.00,0,0,0,0,22,1,2,0,1, +reynoke01,1971,1,PHI,NL,5,9,35,25,2,1,0,487,163,81,11,82,81,0.269,4.49,1,7,6,1,709,7,89,8,6, +richajr01,1971,1,HOU,NL,2,1,4,4,1,0,0,63,17,8,1,16,29,0.215,3.43,0,2,0,0,96,0,9,0,1, +richepe01,1971,1,BAL,AL,3,5,35,0,0,0,4,109,26,14,3,22,35,0.205,3.47,6,2,1,0,154,22,15,3,1, +riddlde01,1971,1,WS2,AL,3,1,57,0,0,0,1,209,67,25,9,32,56,0.260,3.23,7,2,1,0,296,18,27,3,2, +roberda05,1971,1,SDN,NL,14,17,37,34,14,2,0,809,238,63,9,61,135,0.240,2.10,9,4,5,0,1086,3,79,18,12, +roberri01,1971,1,SFN,NL,2,2,23,6,1,0,1,183,66,31,5,31,32,0.267,4.57,3,2,2,0,283,5,40,1,2, +rolanji01,1971,1,OAK,AL,1,3,31,0,0,0,1,136,34,16,4,19,30,0.214,3.18,3,3,5,1,190,7,18,3,4, +romovi01,1971,1,CHA,AL,1,7,45,2,0,0,5,216,52,27,5,37,48,0.202,3.38,6,3,0,2,302,16,27,5,3, +rookeji01,1971,1,KCA,AL,2,7,20,7,1,1,0,162,59,32,2,24,31,0.284,5.33,1,4,1,0,240,3,35,3,4, +rosedo01,1971,1,NYN,NL,0,0,1,0,0,0,0,6,2,0,0,0,1,0.286,0.00,0,0,0,0,7,0,0,0,0, +rossga01,1971,1,SDN,NL,1,3,13,0,0,0,0,73,27,8,0,11,13,0.300,2.96,2,2,1,1,109,6,10,5,2, +ryanno01,1971,1,NYN,NL,10,14,30,26,3,0,0,456,125,67,8,116,137,0.219,3.97,4,6,15,1,705,1,78,3,0, +sadecra01,1971,1,NYN,NL,7,7,34,20,5,2,0,490,139,53,10,44,120,0.229,2.92,5,0,4,0,664,3,56,4,4, +sandeke01,1971,1,ML4,AL,7,12,83,0,0,0,31,409,111,29,9,34,80,0.227,1.91,10,0,4,0,539,77,35,10,1, +santoal01,1971,1,SDN,NL,0,2,18,3,0,0,0,115,43,16,4,11,21,0.285,3.76,1,2,0,1,165,3,19,1,2, +santoal01,1971,2,SLN,NL,0,2,19,5,0,0,2,149,51,21,2,19,21,0.270,3.81,2,1,1,0,212,4,21,3,0, +scherfr01,1971,1,DET,AL,11,6,69,1,1,0,20,339,91,34,11,49,46,0.226,2.71,7,2,5,0,464,40,38,6,2, +seaveto01,1971,1,NYN,NL,20,10,36,35,21,4,0,859,210,56,18,61,289,0.206,1.76,2,5,4,1,1103,1,61,11,6, +seelbch01,1971,1,DET,AL,0,0,5,0,0,0,0,12,6,6,2,7,1,0.375,13.50,0,0,1,0,24,0,6,0,0, +seguidi01,1971,1,OAK,AL,10,8,26,21,5,0,0,439,122,51,13,63,81,0.229,3.14,4,2,4,1,608,0,59,8,1, +selmadi01,1971,1,PHI,NL,0,2,17,0,0,0,1,74,21,9,2,8,15,0.231,3.28,0,2,2,0,102,9,9,1,0, +several01,1971,1,SDN,NL,2,5,59,0,0,0,8,210,77,27,4,30,31,0.292,3.47,10,6,2,1,308,30,30,9,3, +shawdo01,1971,1,SLN,NL,7,2,45,0,0,0,2,153,45,15,1,31,19,0.237,2.65,6,3,1,0,227,18,19,2,3, +shellji01,1971,1,WS2,AL,3,11,40,15,3,1,0,360,123,47,10,49,47,0.267,3.53,5,2,3,1,524,11,56,7,5, +shortch02,1971,1,PHI,NL,7,14,31,26,5,2,1,519,182,74,22,63,95,0.274,3.85,2,6,3,0,745,3,85,13,1, +siebeso01,1971,1,BOS,AL,16,10,32,32,12,4,0,706,220,76,20,60,131,0.245,2.91,5,4,3,0,975,0,84,7,7, +simpswa01,1971,1,CIN,NL,4,7,22,21,1,0,0,352,106,62,9,77,61,0.244,4.76,5,9,3,0,528,1,66,10,3, +singebi01,1971,1,LAN,NL,10,17,31,31,8,1,0,610,195,94,19,71,144,0.252,4.16,1,3,4,0,863,0,103,6,8, +slatoji01,1971,1,ML4,AL,10,8,26,23,5,4,0,443,140,62,16,71,63,0.253,3.78,9,5,1,2,631,0,67,4,2, +spinksc01,1971,1,HOU,NL,1,0,5,3,1,0,0,88,22,12,2,13,26,0.210,3.68,0,1,1,0,121,0,12,2,0, +splitpa01,1971,1,KCA,AL,8,9,22,22,6,3,0,433,129,43,4,35,80,0.243,2.68,1,1,4,0,583,0,49,8,6, +spraged01,1971,1,CIN,NL,1,0,7,0,0,0,0,33,8,0,0,1,7,0.195,0.00,0,1,0,0,43,1,2,0,1, +stephea01,1971,1,CHN,NL,1,0,16,0,0,0,1,61,24,10,1,11,11,0.316,4.43,0,1,0,0,90,5,10,1,2, +stonebi01,1971,1,MON,NL,17,16,39,38,19,3,0,884,243,103,20,146,251,0.225,3.15,11,10,5,2,1243,1,112,11,3, +stonege02,1971,1,ATL,NL,6,8,27,24,4,2,0,518,186,69,19,35,110,0.274,3.60,4,2,6,1,737,0,80,12,4, +stonest01,1971,1,SFN,NL,5,9,24,19,2,2,0,332,110,51,9,55,63,0.259,4.15,4,2,3,1,485,1,56,3,0, +stottme01,1971,1,NYA,AL,16,12,35,35,19,7,0,809,234,86,16,69,132,0.233,2.87,6,5,4,0,1091,0,100,9,6, +strahmi01,1971,1,LAN,NL,0,0,6,0,0,0,0,38,10,4,1,8,7,0.217,2.84,0,1,0,0,55,3,4,1,0, +stricji01,1971,1,MIN,AL,1,0,24,0,0,0,1,94,20,5,2,18,21,0.183,1.44,2,3,2,0,133,8,14,1,3, +strohjo01,1971,1,MON,NL,7,5,27,15,2,0,1,342,124,55,16,31,56,0.281,4.34,2,0,4,0,483,8,63,2,4, +suttodo01,1971,1,LAN,NL,17,12,38,37,12,4,1,796,231,75,10,55,194,0.238,2.54,5,5,5,0,1059,1,85,18,9, +tatumke01,1971,1,BOS,AL,2,4,36,1,0,0,9,161,50,25,3,25,21,0.255,4.19,7,3,8,0,235,22,27,3,3, +tayloch02,1971,1,SLN,NL,3,1,43,1,0,0,3,214,72,28,7,25,46,0.267,3.53,5,3,1,1,303,11,32,3,4, +tayloro01,1971,1,NYN,NL,2,2,45,0,0,0,2,207,71,28,7,11,32,0.269,3.65,6,0,1,0,281,25,28,4,1, +thompmi01,1971,1,WS2,AL,1,6,16,12,0,0,0,200,53,36,3,54,41,0.222,4.86,2,6,3,0,301,0,39,4,1, +tiantlu01,1971,1,BOS,AL,1,7,21,10,1,0,0,217,73,39,8,32,59,0.259,4.85,1,4,1,0,321,4,42,3,3, +timmeto01,1971,1,DET,AL,7,6,52,2,0,0,4,252,82,36,6,37,51,0.262,3.86,3,2,3,0,362,23,36,8,1, +tompkro01,1971,1,CHN,NL,0,2,35,0,0,0,3,119,31,18,3,21,20,0.214,4.08,3,0,3,1,171,22,18,1,1, +torremi01,1971,1,SLN,NL,1,2,9,6,0,0,0,108,41,24,2,30,8,0.304,6.00,3,2,1,0,172,0,27,5,1, +torremi01,1971,2,MON,NL,0,0,1,0,0,0,0,9,4,0,0,1,2,0.308,0.00,0,0,0,0,14,1,0,0,0, +twitcwa01,1971,1,PHI,NL,1,0,6,1,0,0,0,48,8,0,1,10,15,0.145,0.00,0,0,1,0,69,2,4,2,1, +upshace01,1971,1,ATL,NL,11,6,49,0,0,0,17,246,95,32,5,28,56,0.292,3.51,12,2,2,1,364,41,33,6,3, +vancesa01,1971,1,LAN,NL,2,1,10,3,0,0,0,78,38,20,1,9,11,0.355,6.92,0,3,0,0,121,3,21,3,2, +vealebo01,1971,1,PIT,NL,6,0,37,0,0,0,2,139,59,36,5,24,40,0.314,6.99,2,3,0,0,218,12,38,4,2, +walkelu01,1971,1,PIT,NL,10,8,28,24,4,2,0,479,157,63,9,53,86,0.262,3.55,2,5,2,0,666,1,69,6,6, +waslega01,1971,1,NYA,AL,0,1,24,0,0,0,1,107,28,13,2,16,17,0.214,3.28,2,1,1,0,151,8,15,2,1, +watted01,1971,1,BAL,AL,3,1,35,0,0,0,11,119,39,8,1,8,26,0.260,1.82,1,5,0,0,162,26,12,3,1, +weavefl01,1971,1,ML4,AL,0,1,21,0,0,0,0,82,33,22,3,18,12,0.320,7.24,6,1,1,0,128,8,22,3,3, +whillja01,1971,1,DET,AL,0,2,7,0,0,0,1,24,10,5,0,2,6,0.323,5.63,0,0,0,0,35,2,5,2,0, +wilcomi01,1971,1,CIN,NL,2,2,18,3,0,0,1,130,43,16,2,17,21,0.269,3.32,2,1,2,1,187,4,22,6,2, +wilheho01,1971,1,ATL,NL,0,0,3,0,0,0,0,7,6,4,2,1,1,0.500,15.43,0,0,0,0,13,0,5,0,0, +wilheho01,1971,2,LAN,NL,0,1,9,0,0,0,3,53,6,2,1,4,15,0.111,1.02,0,0,0,0,59,7,2,0,1, +willich01,1971,1,NYN,NL,5,6,31,9,1,0,0,271,92,48,7,41,53,0.267,4.78,8,1,2,0,398,8,53,4,6, +willist02,1971,1,MIN,AL,4,5,46,1,0,0,4,234,63,36,7,44,47,0.220,4.15,7,4,8,1,344,18,44,2,4, +willist02,1971,2,SLN,NL,3,0,10,0,0,0,0,38,13,2,0,2,8,0.265,1.42,1,1,2,0,55,4,2,1,1, +willoji01,1971,1,SFN,NL,0,1,2,1,0,0,0,12,8,4,0,1,3,0.400,9.00,0,1,0,0,21,1,4,0,0, +wilsobi03,1971,1,PHI,NL,4,6,38,0,0,0,7,176,39,20,4,22,40,0.188,3.07,4,5,1,0,237,26,20,4,2, +wilsodo01,1971,1,HOU,NL,16,10,35,34,18,3,0,804,195,73,15,79,180,0.202,2.45,3,5,7,0,1067,0,80,10,8, +wiseri01,1971,1,PHI,NL,17,14,38,37,17,4,0,817,261,87,20,70,155,0.254,2.88,5,7,4,0,1123,0,110,11,10, +woodwi01,1971,1,CHA,AL,22,13,44,42,22,7,1,1002,272,71,21,62,210,0.222,1.91,2,6,7,0,1316,2,95,18,5, +wrighcl01,1971,1,CAL,AL,16,17,37,37,10,2,0,830,225,92,17,82,135,0.226,2.99,10,7,3,0,1107,0,105,13,12, +wrighke01,1971,1,KCA,AL,3,6,21,12,1,1,1,234,66,32,6,47,56,0.230,3.69,0,3,3,0,344,3,34,7,0, +wynnebi02,1971,1,CAL,AL,0,0,3,0,0,0,0,11,6,2,0,2,6,0.375,4.91,0,0,0,0,18,0,2,0,0, +yorkji01,1971,1,KCA,AL,5,5,53,0,0,0,3,280,70,30,7,44,103,0.203,2.89,7,4,3,0,399,21,32,5,3, +yountla01,1971,1,HOU,NL,0,0,1,0,0,0,0,0,0,0,0,0,0,,,0,0,0,0,0,0,0,0,0, +zachach02,1971,1,SLN,NL,3,10,23,12,1,1,0,269,114,53,3,26,48,0.316,5.32,7,3,4,0,399,4,58,3,5, +zeppbi01,1971,1,DET,AL,1,1,16,4,0,0,2,95,41,18,2,17,15,0.328,5.12,3,1,3,0,150,4,20,2,3, +abernte02,1972,1,KCA,AL,3,4,45,0,0,0,5,175,44,11,2,19,28,0.210,1.70,3,0,3,0,239,25,15,5,2, +acostcy01,1972,1,CHA,AL,3,0,26,0,0,0,5,104,25,6,2,17,28,0.210,1.56,3,1,0,0,138,17,6,2,0, +acosted01,1972,1,SDN,NL,3,6,46,2,0,0,0,267,105,44,7,30,53,0.302,4.45,7,5,3,1,394,20,49,8,5, +akerja01,1972,1,NYA,AL,0,0,4,0,0,0,0,18,5,2,0,3,1,0.238,3.00,0,1,1,0,26,4,2,1,0, +akerja01,1972,2,CHN,NL,6,6,48,0,0,0,17,201,65,22,4,23,36,0.259,2.96,5,1,5,0,289,39,31,7,3, +alexado01,1972,1,BAL,AL,6,8,35,9,2,2,2,319,78,29,5,30,49,0.203,2.45,8,7,1,1,423,16,36,5,2, +allenll01,1972,1,CAL,AL,3,7,42,6,0,0,5,256,76,33,7,55,53,0.240,3.48,5,8,3,0,382,22,38,6,1, +angelno01,1972,1,KCA,AL,2,1,21,0,0,0,2,48,13,4,1,12,16,0.228,2.25,1,2,1,0,70,5,4,0,0, +arlinst01,1972,1,SDN,NL,10,21,38,37,12,3,0,750,217,100,19,122,159,0.237,3.60,15,15,9,1,1072,1,115,15,10, +bahnsst01,1972,1,CHA,AL,21,16,43,41,5,1,0,757,263,101,22,73,157,0.268,3.60,1,8,6,0,1075,1,107,8,8, +barbest01,1972,1,ATL,NL,0,0,5,0,0,0,0,47,18,10,1,6,6,0.290,5.74,0,2,1,1,71,4,10,1,1, +barbest01,1972,2,CAL,AL,4,4,34,3,0,0,2,174,37,13,4,30,34,0.188,2.02,11,1,1,0,236,17,16,7,1, +barera01,1972,1,SLN,NL,0,1,14,0,0,0,1,50,18,1,0,6,5,0.281,0.54,2,0,0,0,71,5,2,1,0, +barrji01,1972,1,SFN,NL,8,10,44,18,8,2,2,537,166,57,16,41,86,0.246,2.87,8,1,3,1,732,13,66,9,5, +beenefr01,1972,1,NYA,AL,1,3,29,1,0,0,3,173,55,15,3,24,37,0.256,2.34,5,3,1,0,242,11,21,1,1, +bellje01,1972,1,ML4,AL,5,1,25,3,0,0,0,212,50,13,1,33,20,0.209,1.66,4,3,3,0,281,6,15,4,2, +bibbyji01,1972,1,SLN,NL,1,3,6,6,0,0,0,121,29,15,4,19,28,0.206,3.35,4,2,1,0,166,0,18,4,1, +billija01,1972,1,CIN,NL,12,12,36,31,8,4,1,653,197,77,18,64,137,0.241,3.18,8,8,7,0,901,2,83,8,3, +blasiwa01,1972,1,HOU,NL,0,0,10,0,0,0,0,25,4,8,1,8,9,0.148,8.64,0,1,2,0,40,3,9,2,1, +blasiwa01,1972,2,NYA,AL,0,1,12,1,0,0,0,51,14,8,5,11,7,0.250,4.24,1,2,1,0,72,4,8,4,0, +blassst01,1972,1,PIT,NL,19,8,33,32,11,2,0,749,227,69,18,84,117,0.246,2.49,8,6,4,1,1024,0,80,10,2, +blatest01,1972,1,NYA,AL,0,0,1,0,0,0,0,12,2,0,0,0,4,0.143,0.00,0,0,0,0,14,1,0,0,0, +bluevi01,1972,1,OAK,AL,6,10,25,23,5,4,0,453,117,47,11,48,111,0.215,2.80,3,2,1,0,606,0,55,7,6, +blylebe01,1972,1,MIN,AL,17,17,39,38,11,3,0,862,247,87,22,69,228,0.233,2.73,7,7,10,1,1158,1,93,14,6, +bolinbo01,1972,1,BOS,AL,0,1,21,0,0,0,5,92,24,10,3,11,27,0.209,2.93,1,0,1,0,128,14,11,1,0, +bonhabi01,1972,1,CHN,NL,1,1,19,4,0,0,4,173,56,20,4,25,49,0.260,3.12,2,2,1,0,245,8,22,4,0, +borbope01,1972,1,CIN,NL,8,3,62,2,0,0,11,366,115,43,5,32,48,0.254,3.17,11,3,3,0,501,26,45,7,6, +bosmadi01,1972,1,TEX,AL,8,10,29,29,1,1,0,520,183,70,11,48,105,0.273,3.63,6,2,6,0,737,0,87,10,3, +bradlto01,1972,1,CHA,AL,15,14,40,40,11,2,0,780,225,86,19,65,209,0.231,2.98,4,7,2,1,1056,0,94,13,2, +brandbu01,1972,1,PHI,NL,7,7,42,6,0,0,2,313,106,40,9,46,67,0.268,3.45,8,3,6,1,454,17,49,5,2, +brettke01,1972,1,ML4,AL,7,12,26,22,2,1,0,399,121,67,13,49,74,0.242,4.53,9,3,1,0,559,3,76,7,3, +breweji01,1972,1,LAN,NL,8,7,51,0,0,0,17,235,41,11,6,25,69,0.157,1.26,11,1,2,0,303,41,16,11,4, +brilene01,1972,1,PIT,NL,14,11,28,27,9,2,0,587,185,67,14,43,120,0.249,3.08,8,2,1,0,802,1,83,8,8, +brobepe01,1972,1,TEX,AL,5,12,39,25,3,2,1,529,153,84,14,85,133,0.237,4.29,3,14,13,0,760,4,93,5,12, +bryanro01,1972,1,SFN,NL,14,7,35,28,11,4,0,642,176,69,20,77,107,0.224,2.90,5,8,2,2,879,1,81,8,8, +burgmto01,1972,1,KCA,AL,6,2,51,0,0,0,9,166,67,26,0,33,18,0.313,4.23,6,0,1,0,260,30,32,8,4, +busbyst01,1972,1,KCA,AL,3,1,5,5,3,0,0,120,28,7,1,8,31,0.200,1.58,0,0,0,0,153,0,9,2,3, +butlebi02,1972,1,CLE,AL,0,0,6,2,0,0,0,35,9,2,1,10,6,0.220,1.54,0,0,0,0,52,1,3,1,0, +cainle01,1972,1,DET,AL,0,3,5,5,0,0,0,71,18,10,2,16,16,0.209,3.80,0,0,0,0,103,0,12,0,1, +caldwmi01,1972,1,SDN,NL,7,11,42,20,4,2,2,491,183,73,10,49,102,0.282,4.01,14,5,4,0,714,10,92,9,4, +caprabu01,1972,1,NYN,NL,3,2,14,6,0,0,0,159,50,27,7,27,45,0.253,4.58,1,1,0,0,227,2,27,1,1, +carltst01,1972,1,PHI,NL,27,10,41,41,30,8,0,1039,257,76,17,87,310,0.206,1.97,8,8,1,2,1351,0,84,9,9, +carrido01,1972,1,SFN,NL,4,8,25,14,2,0,1,270,108,58,10,42,42,0.296,5.80,4,8,5,0,417,3,66,4,1, +carrocl02,1972,1,CIN,NL,6,4,65,0,0,0,37,288,89,24,5,32,51,0.256,2.25,9,2,1,0,392,54,27,6,6, +champbi01,1972,1,PHI,NL,4,14,30,22,2,0,0,398,155,75,11,54,54,0.301,5.09,8,7,1,0,584,1,80,10,4, +clarkri01,1972,1,CAL,AL,4,9,26,15,2,0,1,329,105,55,10,55,61,0.261,4.51,2,7,2,0,478,2,59,9,9, +clemola01,1972,1,SLN,NL,0,1,3,1,0,0,0,16,8,6,1,5,2,0.364,10.13,0,1,1,0,28,2,7,0,0, +clevere01,1972,1,SLN,NL,14,15,33,33,11,3,0,692,229,101,21,60,153,0.258,3.94,12,3,5,2,971,0,120,10,7, +clonito01,1972,1,SLN,NL,0,2,17,0,0,0,0,78,29,15,2,19,11,0.293,5.19,3,0,1,0,122,4,17,1,2, +clostal01,1972,1,NYA,AL,0,0,2,0,0,0,0,7,2,3,1,4,2,0.250,11.57,0,0,0,0,12,0,3,0,0, +colbevi01,1972,1,CLE,AL,1,7,22,11,1,1,0,224,74,38,8,38,36,0.267,4.58,5,6,7,0,330,2,42,4,4, +colboji01,1972,1,ML4,AL,7,7,39,12,4,1,0,443,135,51,14,43,97,0.245,3.11,7,5,2,0,608,7,53,8,4, +colemjo05,1972,1,DET,AL,19,14,40,39,9,3,0,840,216,87,23,110,222,0.214,2.80,7,9,9,0,1145,0,99,13,4, +comptcl01,1972,1,CHN,NL,0,0,1,0,0,0,0,6,2,2,0,2,0,0.286,9.00,0,0,0,0,9,0,2,0,0, +corbira01,1972,1,MIN,AL,8,9,31,19,5,3,0,485,135,47,12,53,83,0.230,2.62,3,2,6,0,657,5,56,8,3, +corkimi01,1972,1,SDN,NL,6,9,47,9,2,1,6,420,125,55,14,62,108,0.240,3.54,9,5,4,2,603,18,61,10,6, +cosgrmi01,1972,1,HOU,NL,0,1,7,1,0,0,1,41,16,7,2,3,7,0.286,4.61,0,1,0,0,60,3,8,0,1, +coxca01,1972,1,TEX,AL,3,5,35,4,0,0,4,196,73,32,7,26,27,0.277,4.41,7,2,1,0,296,12,41,3,2, +coxca01,1972,2,NYA,AL,0,1,5,1,0,0,0,35,13,6,0,3,4,0.289,4.63,1,0,2,0,52,1,6,1,1, +cuellmi01,1972,1,BAL,AL,18,12,35,35,17,4,0,745,197,71,21,71,132,0.220,2.57,4,3,0,0,989,0,78,18,4, +culpra01,1972,1,BOS,AL,5,8,16,16,4,1,0,315,104,52,8,53,52,0.260,4.46,3,2,3,1,467,0,60,6,5, +culvege01,1972,1,HOU,NL,6,2,45,0,0,0,2,292,73,33,7,43,82,0.212,3.05,3,2,5,0,401,16,33,6,3, +cumbejo01,1972,1,SFN,NL,0,4,9,6,0,0,0,75,38,24,6,7,8,0.336,8.64,0,1,0,1,124,1,29,3,1, +cumbejo01,1972,2,SLN,NL,1,1,14,1,0,0,0,65,23,16,6,7,7,0.291,6.65,0,1,0,0,91,3,17,3,2, +curtijo01,1972,1,BOS,AL,11,8,26,21,8,3,0,463,161,64,8,50,106,0.271,3.73,6,6,0,0,652,2,69,6,2, +dalcabr01,1972,1,KCA,AL,6,6,35,16,1,0,2,397,135,50,7,29,75,0.265,3.40,6,5,1,2,551,8,54,8,3, +deckejo01,1972,1,CHN,NL,1,0,5,1,0,0,0,38,9,3,1,4,7,0.188,2.13,0,0,0,0,52,1,3,0,0, +dierkla01,1972,1,HOU,NL,15,8,31,31,12,5,0,644,209,81,14,51,115,0.256,3.40,0,3,5,1,887,0,87,7,7, +dobsopa01,1972,1,BAL,AL,16,18,38,36,13,3,0,805,220,79,13,69,161,0.224,2.65,7,6,4,0,1065,1,89,9,3, +downial01,1972,1,LAN,NL,9,9,31,30,7,4,0,608,196,67,13,67,117,0.254,2.98,2,2,7,1,868,1,81,15,7, +downsda01,1972,1,PHI,NL,1,1,4,4,1,1,0,69,25,7,1,3,5,0.294,2.74,0,2,1,1,89,0,7,0,0, +doylepa01,1972,1,CAL,AL,0,0,2,0,0,0,0,7,2,0,0,3,4,0.250,0.00,0,0,0,1,12,1,0,1,0, +drabomo01,1972,1,SLN,NL,1,1,30,0,0,0,2,83,29,8,4,14,22,0.259,2.60,4,2,1,0,128,15,13,1,0, +drabomo01,1972,2,CHA,AL,0,0,7,0,0,0,0,22,6,2,0,2,4,0.240,2.45,0,1,0,0,27,3,2,0,0, +dragodi01,1972,1,KCA,AL,12,17,34,33,11,2,0,718,230,80,22,51,135,0.254,3.01,4,5,6,0,974,1,88,7,3, +dukesja01,1972,1,TEX,AL,0,0,3,0,0,0,0,7,1,1,0,5,0,0.167,3.86,1,1,0,0,13,2,2,1,1, +dukesto01,1972,1,CAL,AL,0,1,7,0,0,0,1,33,11,2,1,0,8,0.262,1.64,0,1,1,0,43,3,3,0,0, +dunnist01,1972,1,CLE,AL,6,4,16,16,1,0,0,315,98,38,16,43,52,0.248,3.26,8,2,0,1,441,0,39,2,1, +durhado01,1972,1,SLN,NL,2,7,10,8,1,0,0,143,42,23,1,22,35,0.240,4.34,5,2,0,0,207,0,28,6,4, +ellisdo01,1972,1,PIT,NL,15,7,25,25,4,1,0,490,156,49,6,33,96,0.253,2.70,4,2,3,0,663,0,60,5,5, +farmeed01,1972,1,CLE,AL,2,5,46,1,0,0,7,184,51,30,10,27,33,0.231,4.40,6,2,1,0,257,28,32,7,1, +fingero01,1972,1,OAK,AL,11,9,65,0,0,0,21,334,85,31,8,32,113,0.212,2.51,7,2,1,1,437,41,35,2,1, +fisheed02,1972,1,CAL,AL,4,5,43,1,0,0,4,244,73,34,6,31,32,0.247,3.76,3,0,0,0,337,28,35,6,5, +fisheed02,1972,2,CHA,AL,0,1,6,4,0,0,0,67,31,11,1,9,10,0.348,4.43,0,1,0,0,102,0,13,3,1, +fitzmal01,1972,1,KCA,AL,2,5,38,2,0,0,3,303,99,42,10,28,51,0.252,3.74,5,6,1,0,427,11,46,4,1, +folkeri01,1972,1,SLN,NL,1,0,9,0,0,0,0,40,12,5,0,5,7,0.240,3.38,0,1,0,0,56,4,5,1,0, +foorji01,1972,1,DET,AL,1,0,7,0,0,0,0,11,6,6,1,6,2,0.353,14.73,1,1,0,0,23,1,6,0,0, +forscke01,1972,1,HOU,NL,6,8,30,24,1,0,0,469,163,68,19,62,113,0.273,3.91,1,9,0,0,671,3,75,8,3, +forstte01,1972,1,CHA,AL,6,5,62,0,0,0,29,300,75,25,0,44,104,0.208,2.25,3,5,3,0,419,45,31,7,5, +fosteal01,1972,1,CAL,AL,0,1,8,0,0,0,0,38,12,7,3,6,11,0.245,4.97,0,1,2,0,58,1,8,1,0, +frailke01,1972,1,CHA,AL,1,0,4,0,0,0,0,9,3,1,1,1,1,0.250,3.00,0,1,0,0,13,0,1,0,0, +freemji01,1972,1,ATL,NL,2,2,6,6,1,0,0,108,40,24,5,22,18,0.278,6.00,1,4,0,0,167,0,26,1,0, +friseda01,1972,1,NYN,NL,5,8,39,0,0,0,9,202,63,25,8,20,46,0.243,3.34,5,6,0,0,284,31,31,4,1, +frymawo01,1972,1,PHI,NL,4,10,23,17,3,2,1,359,131,58,15,39,69,0.279,4.36,9,2,2,2,518,4,64,4,3, +frymawo01,1972,2,DET,AL,10,3,16,14,6,1,0,341,93,26,6,31,72,0.220,2.06,3,5,7,0,468,0,31,7,1, +garbege01,1972,1,PIT,NL,0,0,4,0,0,0,0,19,7,5,3,3,3,0.269,7.11,0,0,0,0,29,1,5,0,0, +garcira02,1972,1,SDN,NL,0,0,3,0,0,0,0,15,4,1,0,3,3,0.211,1.80,2,0,0,0,22,0,1,0,0, +gardnro01,1972,1,NYA,AL,8,5,20,14,1,0,0,291,91,33,9,28,58,0.243,3.06,3,5,0,0,408,3,43,5,1, +garmami01,1972,1,BOS,AL,0,1,3,1,0,0,0,10,4,4,1,2,1,0.286,10.80,0,0,0,0,16,1,4,0,0, +gebhabo01,1972,1,MIN,AL,0,1,13,0,0,0,1,63,36,20,3,13,13,0.371,8.57,2,1,2,0,116,4,29,2,2, +geddeji01,1972,1,CHA,AL,0,0,5,1,0,0,0,31,12,8,1,10,3,0.293,6.97,0,0,1,0,52,3,9,0,0, +gentrga01,1972,1,NYN,NL,7,10,32,26,3,0,0,492,153,73,20,75,120,0.250,4.01,5,6,6,0,712,3,82,11,8, +gibbojo01,1972,1,CIN,NL,0,0,2,0,0,0,0,1,3,2,1,1,1,0.750,54.00,1,1,0,0,5,1,2,0,0, +gibbojo01,1972,2,HOU,NL,0,0,9,0,0,0,0,22,13,8,2,5,4,0.394,9.82,2,0,1,1,41,4,9,2,0, +gibsobo01,1972,1,SLN,NL,19,11,34,34,23,4,0,834,226,76,14,88,208,0.224,2.46,11,10,3,2,1119,0,83,10,7, +gilbejo02,1972,1,MON,NL,0,1,22,0,0,0,0,99,41,31,3,18,25,0.306,8.45,3,4,0,0,154,6,31,1,1, +gilbrbi01,1972,1,DET,AL,0,0,2,0,0,0,0,15,10,9,1,4,2,0.476,16.20,0,0,0,0,27,0,9,0,2, +giustda01,1972,1,PIT,NL,7,4,54,0,0,0,22,224,59,16,3,20,54,0.219,1.93,6,3,0,0,295,44,18,3,3, +gladdfr01,1972,1,HOU,NL,5,6,42,0,0,0,14,146,38,15,1,12,18,0.222,2.77,5,3,2,0,190,32,16,3,2, +gogolbi01,1972,1,TEX,AL,4,11,36,21,2,1,2,452,136,71,9,58,95,0.239,4.24,9,7,6,0,640,6,74,5,3, +goltzda01,1972,1,MIN,AL,3,3,15,11,2,0,1,273,75,27,5,26,38,0.224,2.67,3,1,0,1,368,2,30,5,2, +gossari01,1972,1,CHA,AL,7,1,36,1,0,0,2,240,72,38,2,44,57,0.247,4.28,3,7,4,0,352,7,44,10,2, +gowella01,1972,1,NYA,AL,0,1,2,1,0,0,0,21,3,1,0,2,7,0.143,1.29,0,0,0,0,24,0,1,0,1, +grangwa01,1972,1,MIN,AL,4,6,63,0,0,0,19,269,83,30,7,28,45,0.243,3.01,6,0,2,0,378,40,42,5,1, +greifbi01,1972,1,SDN,NL,5,16,34,22,2,1,2,376,143,78,18,47,91,0.287,5.60,4,2,8,2,568,6,86,7,7, +griffto02,1972,1,HOU,NL,5,4,39,5,1,1,3,283,92,34,7,38,83,0.258,3.24,5,5,3,0,409,10,39,9,2, +grimsro02,1972,1,CIN,NL,14,8,30,28,4,1,1,593,194,67,18,50,79,0.260,3.05,8,3,0,0,813,2,73,14,4, +grzenjo01,1972,1,SLN,NL,1,0,30,0,0,0,0,105,46,22,1,17,15,0.326,5.66,8,3,3,0,165,16,24,4,0, +gulledo01,1972,1,CIN,NL,9,10,31,16,2,0,2,404,127,59,15,43,96,0.250,3.94,5,1,1,1,559,6,61,5,1, +gurala01,1972,1,CHN,NL,0,0,7,0,0,0,0,37,11,5,3,3,13,0.250,3.65,1,1,0,0,49,2,5,2,0, +guzmasa01,1972,1,SLN,NL,0,0,1,0,0,0,0,3,1,1,1,0,0,0.250,9.00,0,0,0,0,4,1,1,0,0, +hallto01,1972,1,CIN,NL,10,1,47,7,1,1,8,373,77,36,13,56,134,0.173,2.61,1,1,2,0,509,20,43,5,2, +hamilda01,1972,1,OAK,AL,6,6,25,14,1,0,0,304,94,33,7,31,55,0.249,2.93,2,0,1,0,419,3,34,5,4, +hamilst01,1972,1,CHN,NL,1,0,22,0,0,0,0,51,24,9,1,8,13,0.333,4.76,3,1,1,0,84,12,9,1,2, +handri01,1972,1,TEX,AL,10,14,30,28,2,1,0,512,139,63,12,103,109,0.226,3.32,8,2,3,0,744,1,66,15,8, +handsbi01,1972,1,CHN,NL,11,8,32,28,6,3,0,567,168,63,12,47,96,0.237,3.00,7,1,2,1,770,3,73,8,4, +hardiji01,1972,1,ATL,NL,5,2,26,9,1,0,2,239,93,39,11,24,25,0.287,4.41,4,4,2,0,356,4,47,3,3, +hargast01,1972,1,CLE,AL,0,3,12,1,0,0,0,60,23,13,1,15,10,0.291,5.85,2,1,0,0,97,2,16,0,3, +harriro01,1972,1,BAL,AL,3,4,39,2,0,0,4,282,68,24,2,34,62,0.209,2.30,9,8,4,0,372,14,24,8,1, +hedlumi01,1972,1,KCA,AL,5,7,29,16,1,0,0,339,119,60,10,41,52,0.275,4.78,1,2,4,1,488,4,67,7,3, +henniph01,1972,1,CLE,AL,5,3,38,1,0,0,6,202,54,20,8,18,44,0.226,2.67,4,4,2,0,267,23,20,4,4, +hernara01,1972,1,PIT,NL,5,0,53,0,0,0,14,210,50,13,3,22,47,0.194,1.67,2,1,3,0,285,31,14,1,1, +higgide01,1972,1,SLN,NL,1,2,15,1,0,0,1,68,19,10,0,22,20,0.226,3.97,0,2,0,0,107,7,14,1,0, +hilgeto01,1972,1,CLE,AL,3,1,19,5,1,0,0,141,51,14,4,21,25,0.283,2.68,7,1,2,0,207,6,16,2,2, +hillejo01,1972,1,DET,AL,1,2,24,3,1,0,3,133,39,10,4,13,26,0.232,2.03,2,2,3,0,186,8,13,2,0, +hintori01,1972,1,NYA,AL,1,0,7,3,0,0,0,50,20,9,2,8,13,0.299,4.86,2,4,0,0,79,2,11,2,2, +hintori01,1972,2,TEX,AL,0,1,5,0,0,0,0,34,7,3,1,10,4,0.171,2.38,1,0,0,0,52,0,10,0,1, +hoernjo01,1972,1,PHI,NL,0,2,15,0,0,0,3,65,21,5,2,5,12,0.259,2.08,5,1,1,0,92,8,6,1,4, +hoernjo01,1972,2,ATL,NL,1,3,25,0,0,0,2,70,34,17,4,8,19,0.351,6.56,2,2,1,1,111,12,18,2,3, +holdsfr01,1972,1,DET,AL,0,1,2,2,0,0,0,21,13,10,0,2,5,0.419,12.86,0,1,0,0,34,0,10,0,1, +holtzke01,1972,1,OAK,AL,19,11,39,37,16,4,0,796,232,74,23,52,134,0.236,2.51,6,4,4,0,1058,0,83,13,8, +hootobu01,1972,1,CHN,NL,11,14,33,31,9,3,0,655,201,68,13,81,132,0.246,2.80,7,8,1,0,916,1,78,13,4, +horlejo01,1972,1,OAK,AL,3,4,32,6,0,0,1,252,74,28,3,20,58,0.236,3.00,4,4,4,0,339,6,33,2,0, +houghch01,1972,1,LAN,NL,0,0,2,0,0,0,0,8,2,1,0,2,4,0.200,3.38,0,0,1,0,13,2,1,0,0, +houseto01,1972,1,ATL,NL,0,0,8,0,0,0,2,28,7,3,1,6,7,0.226,2.89,0,0,1,0,38,5,3,0,0, +hraboal01,1972,1,SLN,NL,1,0,5,0,0,0,0,21,2,0,0,3,9,0.087,0.00,0,1,0,0,27,2,0,0,1, +hudsoch01,1972,1,SLN,NL,1,0,12,0,0,0,0,37,10,7,0,7,4,0.233,5.11,0,0,1,0,54,6,8,3,0, +hunteca01,1972,1,OAK,AL,21,7,38,37,16,5,0,886,200,67,21,70,191,0.189,2.04,6,3,3,0,1148,1,74,15,4, +jacksgr01,1972,1,BAL,AL,1,1,32,0,0,0,8,123,33,12,1,9,34,0.217,2.63,0,0,0,0,161,23,14,0,0, +jacksmi01,1972,1,KCA,AL,1,2,7,3,0,0,0,59,24,14,0,14,15,0.320,6.41,1,1,0,0,92,0,14,2,1, +janesje01,1972,1,TEX,AL,0,1,4,1,0,0,0,38,11,4,0,7,7,0.229,2.84,0,1,0,0,58,0,5,2,1, +jarvipa01,1972,1,ATL,NL,11,7,37,6,0,0,2,296,94,45,7,44,56,0.260,4.10,7,5,0,1,423,17,50,13,5, +jastela01,1972,1,ATL,NL,1,1,5,1,0,0,0,37,12,7,4,8,6,0.267,5.11,0,1,0,0,53,1,7,0,0, +jenkife01,1972,1,CHN,NL,20,12,36,36,23,5,0,868,253,103,32,62,184,0.234,3.20,7,3,7,1,1176,0,111,17,9, +johnsba01,1972,1,CHA,AL,0,3,9,0,0,0,1,41,18,14,2,13,9,0.327,9.22,2,2,1,0,71,5,20,2,0, +johnsbo03,1972,1,PIT,NL,4,4,31,11,1,0,3,347,98,38,14,46,79,0.231,2.96,8,3,4,0,483,6,40,4,4, +johnsje01,1972,1,SFN,NL,8,6,48,0,0,0,8,220,73,36,4,40,57,0.261,4.42,10,5,0,0,332,32,40,9,3, +johnto01,1972,1,LAN,NL,11,5,29,29,4,1,0,560,172,60,14,40,117,0.244,2.89,1,10,3,0,766,0,68,13,4, +kaatji01,1972,1,MIN,AL,10,2,15,15,5,0,0,340,94,26,6,20,64,0.227,2.06,2,2,0,0,443,0,36,5,4, +kealest01,1972,1,CHA,AL,3,2,40,0,0,0,4,172,50,21,4,12,37,0.234,3.30,1,0,0,0,232,22,21,5,1, +kekicmi01,1972,1,NYA,AL,10,13,29,28,2,0,0,526,172,72,13,76,78,0.263,3.70,5,9,4,0,748,0,77,13,2, +kelleto01,1972,1,ATL,NL,5,7,27,14,2,1,0,349,122,59,12,65,59,0.272,4.56,4,9,0,0,518,4,65,3,1, +kilkemi01,1972,1,DET,AL,0,0,1,0,0,0,0,3,1,1,1,0,0,0.250,9.00,0,0,0,0,4,1,1,0,0, +kilkemi01,1972,2,OAK,AL,0,0,1,0,0,0,0,3,0,0,0,0,0,0.000,0.00,0,0,0,0,3,0,0,0,0, +kilkemi01,1972,3,SDN,NL,0,0,5,0,0,0,0,13,7,4,1,3,5,0.350,8.31,0,1,0,0,23,3,4,0,0, +kilkemi01,1972,4,CLE,AL,4,1,22,7,1,0,1,174,51,22,5,39,44,0.237,3.41,4,3,0,0,255,6,23,0,1, +kirbycl01,1972,1,SDN,NL,12,14,34,34,9,2,0,716,197,83,21,116,175,0.226,3.13,11,8,2,0,1004,0,87,11,2, +kisonbr01,1972,1,PIT,NL,9,7,32,18,6,1,3,456,123,55,11,69,102,0.220,3.26,2,8,9,1,641,5,61,4,0, +klimkro01,1972,1,NYA,AL,0,3,16,2,0,0,1,94,32,14,3,15,11,0.271,4.02,7,1,1,0,137,3,15,2,1, +klinest01,1972,1,NYA,AL,16,9,32,32,11,4,0,709,210,63,11,44,58,0.237,2.40,6,1,10,0,956,0,79,11,4, +knowlda01,1972,1,OAK,AL,5,1,54,0,0,0,11,197,49,10,1,37,36,0.212,1.37,4,1,0,0,272,29,12,2,2, +koosmje01,1972,1,NYN,NL,11,12,34,24,4,1,1,489,155,75,14,52,147,0.250,4.14,7,9,6,0,692,5,81,6,7, +krausle02,1972,1,BOS,AL,1,3,24,7,0,0,1,182,74,43,9,28,35,0.308,6.38,2,2,3,0,280,8,48,9,0, +lagrole01,1972,1,DET,AL,0,1,16,0,0,0,2,82,22,4,0,6,9,0.222,1.32,2,1,0,0,106,6,4,0,1, +lambra01,1972,1,CLE,AL,5,6,34,9,0,0,0,323,101,37,5,29,64,0.248,3.09,5,3,1,1,447,3,42,9,0, +langedi01,1972,1,CAL,AL,0,0,2,1,0,0,0,23,7,4,0,2,8,0.233,4.70,0,1,0,0,32,0,4,0,0, +larocda01,1972,1,MIN,AL,5,7,62,0,0,0,10,286,72,30,9,39,79,0.209,2.83,6,2,6,1,396,43,33,6,0, +lawsost01,1972,1,TEX,AL,0,0,13,0,0,0,1,48,13,5,1,10,13,0.213,2.81,0,0,0,0,71,3,6,0,0, +leebi03,1972,1,BOS,AL,7,4,47,0,0,0,5,253,75,30,5,32,43,0.248,3.20,8,4,1,0,346,16,31,9,2, +lemasde01,1972,1,MON,NL,2,0,13,0,0,0,0,59,28,17,2,6,13,0.329,7.78,1,0,1,0,93,4,17,0,1, +lemonda01,1972,1,CHA,AL,4,7,31,18,0,0,0,284,87,31,6,38,69,0.247,2.95,3,3,1,1,400,2,39,5,4, +leonhda01,1972,1,BAL,AL,0,0,14,0,0,0,0,60,20,10,3,12,7,0.260,4.50,0,1,0,0,92,2,10,2,1, +lerscba01,1972,1,PHI,NL,4,6,36,8,3,1,0,302,86,34,8,33,48,0.231,3.04,7,3,3,1,416,4,37,5,3, +leshndo01,1972,1,DET,AL,0,0,1,0,0,0,0,3,2,0,0,0,2,0.400,0.00,0,0,0,0,5,1,0,0,0, +lindbpa01,1972,1,TEX,AL,5,8,66,0,0,0,9,299,95,29,7,29,51,0.257,2.62,6,3,0,0,410,33,31,9,2, +linzyfr01,1972,1,ML4,AL,2,2,47,0,0,0,12,232,70,26,4,27,24,0.248,3.03,12,1,2,0,324,36,30,8,5, +lockebo02,1972,1,OAK,AL,6,1,56,0,0,0,10,234,69,23,1,16,47,0.235,2.65,5,6,2,0,317,29,25,3,3, +lockwsk01,1972,1,ML4,AL,8,15,29,27,5,3,0,510,148,68,11,71,106,0.232,3.60,6,6,4,0,722,1,75,4,5, +lolicmi01,1972,1,DET,AL,22,14,41,41,23,4,0,982,282,91,29,74,250,0.234,2.50,5,6,11,0,1321,0,100,23,8, +lonboji01,1972,1,ML4,AL,14,12,33,30,11,2,1,669,197,70,17,76,143,0.238,2.83,11,5,11,0,929,1,75,11,5, +lopezma01,1972,1,CLE,AL,0,0,4,2,0,0,0,25,8,5,0,10,1,0.276,5.40,0,3,0,0,40,0,5,1,0, +luebbst01,1972,1,MIN,AL,0,0,2,0,0,0,0,7,3,0,0,2,1,0.333,0.00,1,0,0,0,12,1,0,0,1, +lylesp01,1972,1,NYA,AL,9,5,59,0,0,0,35,323,84,23,3,29,75,0.216,1.92,7,5,0,0,427,56,25,5,5, +maricju01,1972,1,SFN,NL,6,16,25,24,6,0,0,495,176,68,15,46,72,0.277,3.71,7,2,3,0,699,1,82,11,4, +marshmi01,1972,1,MON,NL,14,8,65,0,0,0,18,348,82,23,3,47,95,0.202,1.78,7,8,2,2,465,56,26,7,4, +matlajo01,1972,1,NYN,NL,15,10,34,32,8,4,0,732,215,63,14,71,169,0.234,2.32,14,7,2,1,1003,1,79,8,4, +mayru01,1972,1,CAL,AL,12,11,35,30,10,3,1,616,162,67,15,82,169,0.215,2.94,6,3,0,0,849,3,79,13,2, +mcanaer01,1972,1,MON,NL,6,15,29,27,4,2,0,510,165,72,13,71,102,0.259,3.81,6,7,4,0,727,0,79,5,9, +mcandji01,1972,1,NYN,NL,11,8,28,23,4,0,1,482,133,50,12,38,81,0.225,2.80,5,6,5,0,643,3,54,5,4, +mcdanli01,1972,1,NYA,AL,3,1,37,0,0,0,0,204,54,17,4,25,47,0.217,2.25,5,3,0,0,279,25,23,4,1, +mcdowsa01,1972,1,SFN,NL,10,8,28,25,4,0,0,493,155,79,12,86,122,0.253,4.33,6,11,6,0,718,1,86,8,5, +mcginda01,1972,1,CHN,NL,0,5,42,2,0,0,4,188,78,41,5,29,42,0.301,5.89,6,4,4,0,297,19,46,4,1, +mcgloji01,1972,1,CIN,NL,9,8,31,21,3,1,0,435,165,63,15,49,69,0.287,3.91,6,6,0,0,635,4,71,7,4, +mcgloly01,1972,1,BOS,AL,8,7,22,22,4,1,0,435,135,55,9,59,112,0.247,3.41,1,4,7,0,620,0,66,4,3, +mcgratu01,1972,1,NYN,NL,8,6,54,0,0,0,27,318,71,20,3,40,92,0.197,1.70,11,2,3,0,419,47,26,10,5, +mckeeji02,1972,1,PIT,NL,1,0,2,0,0,0,0,15,2,0,0,1,4,0.125,0.00,0,0,0,0,18,1,0,1,0, +mclaide01,1972,1,OAK,AL,1,2,5,5,0,0,0,67,32,15,4,8,8,0.323,6.04,0,0,0,0,108,0,17,1,0, +mclaide01,1972,2,ATL,NL,3,5,15,8,2,0,1,162,60,39,12,18,21,0.279,6.50,0,1,1,2,237,5,41,1,2, +mcmahdo02,1972,1,SFN,NL,3,3,44,0,0,0,5,189,46,26,8,21,45,0.206,3.71,3,2,1,0,253,27,26,5,3, +mcnalda01,1972,1,BAL,AL,13,17,36,36,12,6,0,723,220,79,15,68,120,0.247,2.95,15,1,2,0,979,0,85,16,3, +mcquemi01,1972,1,ATL,NL,0,5,23,7,1,0,1,235,79,40,11,44,40,0.260,4.60,3,3,1,0,357,8,45,5,3, +medicdo01,1972,1,NYA,AL,0,0,1,1,0,0,0,0,2,2,0,2,0,1.000,,0,0,0,0,4,0,2,0,0, +meeleph01,1972,1,DET,AL,0,1,7,0,0,0,0,25,10,4,0,7,5,0.303,4.32,1,1,0,0,42,2,6,0,2, +merriji01,1972,1,CIN,NL,1,0,4,1,0,0,0,24,13,4,1,2,4,0.361,4.50,1,0,0,0,38,0,4,0,0, +messean01,1972,1,CAL,AL,8,11,25,21,10,3,2,509,125,53,5,68,142,0.207,2.81,8,2,2,1,690,4,56,13,4, +mikkepe01,1972,1,LAN,NL,5,5,33,0,0,0,5,173,65,26,3,23,41,0.283,4.06,4,3,5,1,265,17,32,7,0, +millebo04,1972,1,PIT,NL,5,2,36,0,0,0,3,163,54,16,3,24,18,0.263,2.65,7,0,1,0,237,18,19,7,0, +mingost01,1972,1,CLE,AL,0,6,41,0,0,0,10,171,67,25,4,36,47,0.293,3.95,8,2,2,0,271,23,28,3,1, +moffira01,1972,1,SFN,NL,1,5,40,0,0,0,4,212,72,29,5,30,37,0.266,3.69,6,7,2,0,307,20,31,2,2, +montgmo01,1972,1,KCA,AL,3,3,9,8,1,1,0,169,55,19,2,17,24,0.263,3.04,2,0,0,0,230,1,21,2,2, +mooreba02,1972,1,MON,NL,9,9,22,22,6,3,0,443,122,57,15,59,161,0.226,3.47,5,7,5,3,612,0,61,3,4, +mooreto01,1972,1,NYN,NL,0,0,3,1,0,0,0,37,12,4,1,1,5,0.273,2.92,0,1,0,0,47,0,4,1,1, +moosebo01,1972,1,PIT,NL,13,10,31,30,6,3,1,678,213,73,11,47,144,0.248,2.91,9,6,4,1,927,1,84,11,6, +moretro01,1972,1,BOS,AL,0,0,3,0,0,0,0,15,5,2,0,6,4,0.263,3.60,0,0,0,0,25,0,3,0,0, +morrijo06,1972,1,SFN,NL,0,0,7,0,0,0,0,19,9,3,2,2,5,0.310,4.26,0,0,0,0,31,5,6,0,0, +mortoca01,1972,1,MON,NL,7,13,27,27,3,1,0,516,170,75,16,53,51,0.258,3.92,6,1,3,2,722,0,84,3,4, +murphto02,1972,1,CAL,AL,0,0,6,0,0,0,0,30,13,6,0,8,2,0.342,5.40,1,1,0,0,48,1,6,1,1, +murphto02,1972,2,KCA,AL,4,4,18,9,1,1,1,211,77,24,3,16,34,0.287,3.07,0,0,6,0,292,2,26,2,0, +nagymi01,1972,1,BOS,AL,0,0,1,0,0,0,0,6,3,2,0,0,2,0.375,9.00,0,1,1,0,10,0,2,0,1, +nashji01,1972,1,ATL,NL,1,1,11,4,0,0,1,94,35,19,2,25,10,0.307,5.46,1,6,0,0,143,4,20,0,4, +nashji01,1972,2,PHI,NL,0,8,9,8,0,0,0,112,46,26,5,17,15,0.311,6.27,2,3,3,0,178,0,33,6,4, +neibaga01,1972,1,ATL,NL,0,0,8,0,0,0,0,52,27,14,6,6,8,0.360,7.27,0,2,1,0,83,2,15,0,1, +neibaga01,1972,2,PHI,NL,0,2,9,2,0,0,0,56,17,11,1,14,7,0.239,5.30,0,0,1,0,87,5,12,1,0, +nelsoro02,1972,1,KCA,AL,11,6,34,19,10,6,2,520,120,40,13,31,120,0.196,2.08,1,4,1,0,652,9,41,3,5, +neumeda01,1972,1,CHA,AL,0,0,3,0,0,0,0,9,2,3,0,3,0,0.200,9.00,0,0,0,0,13,0,3,0,0, +newhado01,1972,1,BOS,AL,4,2,31,0,0,0,4,111,30,10,2,25,27,0.226,2.43,5,1,2,0,164,17,11,3,1, +newmara01,1972,1,ML4,AL,0,0,4,0,0,0,1,21,4,0,0,2,1,0.182,0.00,0,0,0,0,25,3,0,1,0, +niekrjo01,1972,1,DET,AL,3,2,18,7,1,0,1,141,62,20,3,8,24,0.330,3.83,1,2,1,0,199,4,20,2,0, +niekrph01,1972,1,ATL,NL,16,12,38,36,17,1,0,847,254,96,22,53,164,0.236,3.06,3,10,5,3,1150,1,112,13,3, +nolanga01,1972,1,CIN,NL,15,5,25,25,6,2,0,528,147,39,13,30,90,0.227,1.99,5,5,1,0,689,0,48,3,6, +normafr01,1972,1,SDN,NL,9,11,42,28,10,6,2,635,195,81,18,88,167,0.244,3.44,12,13,2,2,905,5,88,10,6, +nortoto01,1972,1,MIN,AL,0,1,21,0,0,0,0,97,31,10,1,14,22,0.252,2.78,0,1,1,0,139,7,14,1,0, +odombl01,1972,1,OAK,AL,15,6,31,30,4,2,0,583,164,54,10,87,86,0.234,2.50,2,5,3,0,804,0,62,9,4, +osteecl01,1972,1,LAN,NL,20,11,33,33,14,4,0,756,232,74,16,69,100,0.245,2.64,4,5,4,0,1033,0,82,12,1, +otoolde01,1972,1,CHA,AL,0,0,3,0,0,0,0,15,10,3,0,2,5,0.417,5.40,0,0,0,0,26,2,3,0,0, +palmeji01,1972,1,BAL,AL,21,10,36,36,18,3,0,823,219,63,21,70,184,0.217,2.07,1,4,1,1,1094,0,73,10,4, +palmelo01,1972,1,SLN,NL,0,3,16,2,0,0,0,104,30,15,2,26,25,0.244,3.89,1,3,1,0,155,3,16,3,2, +palmelo01,1972,2,CLE,AL,0,0,1,0,0,0,0,6,2,1,0,2,3,0.222,4.50,0,0,0,0,11,0,1,0,0, +panthji01,1972,1,TEX,AL,5,9,58,4,0,0,0,281,101,43,8,46,44,0.277,4.13,8,0,5,0,422,20,55,5,1, +pappami01,1972,1,CHN,NL,17,7,29,28,10,3,0,585,187,60,18,29,80,0.251,2.77,3,2,8,0,791,0,72,8,2, +parsobi01,1972,1,ML4,AL,13,13,33,30,10,2,0,642,194,93,27,68,111,0.240,3.91,8,5,3,1,892,0,102,5,7, +pattima01,1972,1,BOS,AL,17,13,38,35,13,4,0,759,232,91,19,65,168,0.243,3.24,3,4,9,1,1046,2,102,10,7, +paulmi01,1972,1,TEX,AL,8,9,49,20,2,1,1,485,149,39,4,52,108,0.246,2.17,12,3,2,2,674,11,50,11,4, +penajo01,1972,1,LAN,NL,0,0,5,0,0,0,0,22,13,7,1,6,4,0.371,8.59,1,0,0,0,42,1,8,0,1, +perraro01,1972,1,DET,AL,0,1,17,0,0,0,0,56,23,16,2,8,10,0.307,7.71,1,0,1,0,85,5,16,1,0, +perraro01,1972,2,LAN,NL,2,0,9,0,0,0,0,50,19,5,0,8,5,0.292,2.70,0,0,0,0,74,4,8,0,1, +perryga01,1972,1,CLE,AL,24,16,41,40,29,5,1,1028,253,73,17,82,234,0.205,1.92,16,11,12,0,1345,1,79,15,1, +perryji01,1972,1,MIN,AL,13,16,35,35,5,2,0,653,191,81,14,60,85,0.236,3.35,5,4,8,0,898,0,93,12,9, +peterfr01,1972,1,NYA,AL,17,15,35,35,12,3,0,751,270,90,17,44,100,0.276,3.24,5,7,5,1,1042,0,98,10,3, +peterga01,1972,1,BOS,AL,3,3,33,4,0,0,1,256,91,41,10,38,67,0.279,4.32,8,1,3,0,378,17,48,7,4, +phoebto01,1972,1,SDN,NL,0,1,1,1,0,0,0,17,3,5,2,6,8,0.150,7.94,0,0,0,1,26,0,5,0,0, +phoebto01,1972,2,CHN,NL,3,3,37,1,0,0,6,250,76,35,9,45,59,0.247,3.78,4,6,2,0,362,10,40,3,4, +pinaho01,1972,1,TEX,AL,2,7,60,0,0,0,15,228,61,27,3,43,60,0.228,3.20,7,3,8,0,326,40,33,7,1, +pizarju01,1972,1,CHN,NL,4,5,16,7,1,0,1,178,66,26,7,32,24,0.293,3.94,5,2,1,0,264,4,28,6,0, +ploditi01,1972,1,SLN,NL,0,0,1,0,0,0,0,1,3,1,0,0,0,0.750,27.00,0,1,0,0,4,0,1,0,0, +queenme02,1972,1,CAL,AL,0,0,17,0,0,0,0,93,31,15,2,19,19,0.265,4.35,1,1,3,0,143,8,17,2,2, +rauchbo01,1972,1,NYN,NL,0,1,19,0,0,0,1,81,27,15,3,21,23,0.273,5.00,2,4,0,0,126,7,16,4,2, +raudo01,1972,1,LAN,NL,2,2,7,3,2,0,0,98,18,8,1,11,19,0.159,2.20,2,0,1,0,130,3,11,3,2, +rayji01,1972,1,HOU,NL,10,9,54,0,0,0,8,271,77,43,10,44,50,0.227,4.28,6,4,3,0,393,25,50,4,3, +reberfr01,1972,1,SFN,NL,3,4,20,11,2,0,0,298,97,44,10,37,52,0.257,3.99,2,4,5,1,427,1,49,5,3, +reedro01,1972,1,ATL,NL,11,15,31,30,11,1,0,639,222,93,18,60,111,0.270,3.93,7,11,6,0,913,0,109,17,9, +reganph01,1972,1,CHN,NL,0,1,5,0,0,0,0,12,6,1,0,2,2,0.400,2.25,0,0,0,0,17,2,1,0,0, +reganph01,1972,2,CHA,AL,0,1,10,0,0,0,0,40,18,6,1,6,4,0.346,4.05,2,0,1,0,61,3,7,1,1, +renkost01,1972,1,MON,NL,1,10,30,12,0,0,0,291,96,56,11,67,66,0.262,5.20,10,4,0,0,439,6,60,4,1, +reuscri01,1972,1,CHN,NL,10,8,21,18,5,4,0,387,127,42,3,29,87,0.259,2.93,6,1,2,2,527,1,46,4,2, +reussje01,1972,1,HOU,NL,9,13,33,30,4,1,1,576,177,89,14,83,174,0.246,4.17,3,7,10,2,832,1,101,12,7, +reynoar01,1972,1,ML4,AL,0,1,5,2,0,0,0,56,26,15,2,8,13,0.338,7.23,1,1,0,0,87,0,18,0,2, +reynobo01,1972,1,BAL,AL,0,0,3,0,0,0,0,29,8,2,0,7,5,0.258,1.86,2,0,0,0,39,1,2,1,0, +reynoke01,1972,1,PHI,NL,2,15,33,23,2,0,0,463,149,73,17,60,87,0.258,4.26,6,1,1,0,652,1,76,10,3, +richajr01,1972,1,HOU,NL,1,0,4,1,0,0,0,18,10,9,0,8,8,0.385,13.50,0,2,2,0,36,0,9,0,0, +richepe01,1972,1,LAN,NL,2,3,37,0,0,0,6,156,42,13,3,18,38,0.219,2.25,5,2,1,0,213,22,17,0,2, +riddlde01,1972,1,CLE,AL,1,3,38,0,0,0,0,162,45,15,5,22,34,0.237,2.50,3,2,2,0,220,10,23,4,2, +roberda05,1972,1,HOU,NL,12,7,35,28,7,3,2,576,227,96,18,57,111,0.296,4.50,3,7,2,0,839,4,100,9,3, +rolanji01,1972,1,OAK,AL,0,0,2,0,0,0,0,7,5,1,0,0,0,0.455,3.86,0,0,0,0,12,0,2,1,0, +rolanji01,1972,2,NYA,AL,0,1,16,0,0,0,0,75,27,14,3,16,13,0.287,5.04,1,0,1,0,116,10,14,5,0, +rolanji01,1972,3,TEX,AL,0,0,5,0,0,0,0,10,7,3,1,2,4,0.412,8.10,1,0,1,0,20,1,3,0,0, +romovi01,1972,1,CHA,AL,3,0,28,0,0,0,1,155,47,19,5,18,46,0.246,3.31,2,0,1,0,216,8,19,4,2, +rookeji01,1972,1,KCA,AL,5,6,18,10,4,2,0,216,78,35,3,24,44,0.280,4.38,0,3,1,0,310,3,37,4,2, +rosedo01,1972,1,CAL,AL,1,4,16,4,0,0,0,128,49,20,9,19,39,0.283,4.22,5,0,0,1,194,3,25,1,1, +rossga01,1972,1,SDN,NL,4,3,60,0,0,0,3,275,87,25,2,49,46,0.261,2.45,12,6,4,1,400,23,35,10,4, +ryanno01,1972,1,CAL,AL,19,16,39,39,20,9,0,852,166,72,14,157,329,0.171,2.28,4,18,10,0,1154,0,80,11,3, +ryersga01,1972,1,ML4,AL,3,8,20,14,4,1,0,306,119,41,9,21,45,0.290,3.62,5,3,0,0,442,1,48,9,1, +sadecra01,1972,1,NYN,NL,2,1,34,2,0,0,0,227,73,26,3,31,38,0.257,3.09,6,2,2,0,328,13,33,8,3, +sandeke01,1972,1,ML4,AL,2,9,62,0,0,0,17,277,88,32,10,31,51,0.245,3.12,13,1,2,0,397,51,38,4,1, +santoal01,1972,1,SLN,NL,8,11,30,19,3,3,0,401,136,61,6,46,72,0.263,4.11,7,5,1,0,568,2,63,2,2, +scarcma01,1972,1,PHI,NL,1,2,31,0,0,0,4,110,30,14,6,20,40,0.222,3.44,2,7,2,0,160,14,14,3,0, +schaema01,1972,1,SDN,NL,2,0,41,0,0,0,1,123,52,21,3,28,25,0.319,4.61,2,2,2,1,199,13,21,3,3, +scherfr01,1972,1,DET,AL,7,3,57,3,0,0,12,282,91,38,5,53,53,0.269,3.64,9,1,5,0,410,27,43,8,6, +schuero01,1972,1,ATL,NL,5,8,37,18,3,0,2,434,122,59,16,60,96,0.227,3.67,3,4,2,0,609,12,68,4,5, +scottmi02,1972,1,BAL,AL,0,1,15,0,0,0,0,69,23,7,2,5,11,0.277,2.74,0,0,1,0,92,6,7,1,2, +seaveto01,1972,1,NYN,NL,21,12,35,35,13,3,0,786,215,85,23,77,249,0.224,2.92,2,8,5,0,1060,0,92,13,5, +seelbch01,1972,1,DET,AL,9,8,61,3,0,0,14,336,96,36,6,39,76,0.238,2.89,4,6,3,0,455,34,39,7,3, +seguidi01,1972,1,OAK,AL,0,1,7,3,0,0,0,68,25,9,2,7,11,0.287,3.57,1,1,0,1,95,1,10,1,0, +seguidi01,1972,2,SLN,NL,3,1,33,0,0,0,9,167,47,19,2,32,54,0.229,3.07,10,5,0,1,244,21,23,6,1, +sellsda01,1972,1,CAL,AL,2,0,10,0,0,0,0,48,11,5,0,5,2,0.196,2.81,1,1,0,0,62,5,6,0,1, +selmadi01,1972,1,PHI,NL,2,9,46,10,1,0,3,296,91,61,13,73,58,0.249,5.56,9,6,5,0,459,25,67,8,7, +several01,1972,1,SDN,NL,0,1,17,0,0,0,1,64,13,6,1,7,9,0.173,2.53,1,1,2,0,85,9,8,0,1, +shawdo01,1972,1,SLN,NL,0,1,8,0,0,0,0,9,5,3,1,3,0,0.417,9.00,0,0,0,0,16,1,3,0,1, +shawdo01,1972,2,OAK,AL,0,1,3,0,0,0,0,16,12,10,2,2,4,0.500,16.88,0,1,0,0,29,0,10,1,2, +shellji01,1972,1,TEX,AL,2,4,22,6,0,0,1,171,46,22,6,16,30,0.221,3.47,0,0,2,0,228,7,24,2,0, +shortch02,1972,1,PHI,NL,1,1,19,0,0,0,1,69,24,10,3,8,20,0.267,3.91,2,2,0,0,100,9,12,0,2, +siebeso01,1972,1,BOS,AL,12,12,32,30,7,3,0,589,204,83,17,59,123,0.264,3.80,4,4,7,0,852,0,105,11,3, +simpsst01,1972,1,SDN,NL,0,2,9,0,0,0,2,34,10,6,0,8,9,0.238,4.76,1,0,0,0,51,4,6,1,0, +simpswa01,1972,1,CIN,NL,8,5,24,22,1,0,0,391,124,60,17,49,70,0.247,4.14,4,6,2,0,555,1,63,2,0, +singebi01,1972,1,LAN,NL,6,16,26,25,4,3,0,508,148,69,8,60,101,0.237,3.67,4,5,5,0,708,0,84,13,5, +slatoji01,1972,1,ML4,AL,1,6,9,8,0,0,0,132,50,27,3,21,17,0.287,5.52,1,1,1,0,202,1,31,3,3, +slaybbi01,1972,1,DET,AL,5,6,23,13,3,1,0,245,74,29,4,25,65,0.239,3.20,1,2,1,0,340,5,36,3,1, +sosael01,1972,1,SFN,NL,0,1,8,0,0,0,3,47,10,4,0,12,10,0.189,2.30,0,0,0,0,67,4,4,2,0, +spinksc01,1972,1,SLN,NL,5,5,16,16,6,0,0,354,96,35,5,59,93,0.221,2.67,2,7,2,0,497,0,39,1,1, +splitpa01,1972,1,KCA,AL,12,12,35,33,12,2,0,648,189,75,11,67,140,0.241,3.13,2,6,4,0,876,0,81,13,7, +spraged01,1972,1,CIN,NL,3,3,33,1,0,0,0,170,55,26,6,26,25,0.261,4.13,3,6,3,0,245,10,33,3,2, +stanhdo01,1972,1,TEX,AL,2,9,24,16,1,0,0,314,83,44,8,73,78,0.223,3.78,5,6,1,2,459,3,48,7,5, +stephea01,1972,1,ML4,AL,3,5,35,8,1,0,0,241,79,29,5,33,33,0.262,3.25,5,7,3,0,345,6,32,6,1, +stonebi01,1972,1,MON,NL,12,14,36,35,13,4,0,752,213,83,15,102,171,0.229,2.98,12,5,3,0,1049,0,93,6,9, +stonege02,1972,1,ATL,NL,6,11,31,16,2,1,1,333,143,68,18,44,63,0.315,5.51,11,3,4,0,511,7,72,6,3, +stonest01,1972,1,SFN,NL,6,8,27,16,4,1,0,371,97,41,11,49,85,0.218,2.98,2,2,2,1,506,2,48,7,3, +stottme01,1972,1,NYA,AL,14,18,36,36,9,7,0,780,250,93,13,85,110,0.254,3.22,13,6,4,0,1088,0,99,9,7, +strahmi01,1972,1,LAN,NL,1,2,19,2,1,0,0,141,42,17,5,22,25,0.237,3.26,1,2,1,0,207,5,25,5,2, +strambo01,1972,1,DET,AL,0,0,7,0,0,0,0,14,6,6,0,7,4,0.300,11.57,1,0,0,0,27,4,6,0,0, +stricji01,1972,1,MIN,AL,3,1,25,0,0,0,3,108,28,10,7,19,30,0.214,2.50,2,2,0,1,152,14,16,2,0, +strohjo01,1972,1,MON,NL,1,2,48,0,0,0,3,230,73,30,6,31,50,0.256,3.52,3,3,1,1,323,20,32,3,3, +strombr01,1972,1,NYN,NL,0,3,11,5,0,0,0,91,34,23,7,15,20,0.296,6.82,1,1,0,1,134,3,25,3,1, +suttodo01,1972,1,LAN,NL,19,9,33,33,18,9,0,818,186,63,13,63,207,0.189,2.08,1,9,4,1,1061,0,78,5,4, +tatumke01,1972,1,BOS,AL,0,2,22,0,0,0,4,88,32,10,3,15,15,0.283,3.07,3,2,2,0,133,14,12,3,0, +tayloch02,1972,1,NYN,NL,0,0,20,0,0,0,2,93,44,19,2,9,9,0.341,5.52,3,0,1,0,143,8,19,3,1, +tayloch02,1972,2,ML4,AL,0,0,5,0,0,0,1,35,8,2,0,3,5,0.200,1.54,0,0,1,0,44,3,2,0,0, +tayloro01,1972,1,SDN,NL,0,0,4,0,0,0,0,15,9,7,5,0,0,0.375,12.60,0,0,0,0,24,2,7,0,0, +terlebo01,1972,1,PHI,NL,0,0,9,0,0,0,0,40,16,7,2,10,5,0.308,4.73,0,0,0,0,65,3,9,1,2, +tiantlu01,1972,1,BOS,AL,15,6,43,19,12,6,3,537,128,38,7,65,123,0.202,1.91,5,0,0,0,713,12,45,12,3, +tidrodi01,1972,1,CLE,AL,14,15,39,34,10,3,0,712,200,73,21,70,123,0.230,2.77,13,3,6,1,968,2,83,12,9, +timmeto01,1972,1,DET,AL,8,10,34,25,3,2,0,449,121,48,12,41,88,0.216,2.89,1,3,5,0,614,3,57,8,1, +tomlida01,1972,1,CIN,NL,0,0,3,0,0,0,0,12,7,4,2,1,2,0.412,9.00,0,0,0,0,20,3,4,1,1, +torrehe01,1972,1,MON,NL,0,0,1,0,0,0,0,2,5,2,0,0,0,0.714,27.00,0,0,0,0,7,1,2,0,0, +torremi01,1972,1,MON,NL,16,12,34,33,13,0,0,730,215,90,15,103,112,0.242,3.33,5,6,6,0,1013,0,97,11,4, +twitcwa01,1972,1,PHI,NL,5,9,49,15,1,1,1,419,138,63,6,56,112,0.259,4.06,6,4,2,1,602,17,72,6,6, +upshace01,1972,1,ATL,NL,3,5,42,0,0,0,13,161,50,22,5,19,23,0.249,3.69,9,2,1,0,227,29,22,5,1, +vealebo01,1972,1,PIT,NL,0,0,5,0,0,0,0,27,10,6,0,7,6,0.313,6.00,2,1,0,0,42,3,7,2,1, +vealebo01,1972,2,BOS,AL,2,0,6,0,0,0,2,24,2,0,0,3,10,0.083,0.00,0,0,0,0,27,3,0,0,0, +walkelu01,1972,1,PIT,NL,4,6,26,12,2,0,2,278,98,35,4,34,48,0.278,3.40,4,2,0,0,399,5,41,8,5, +walketo02,1972,1,MON,NL,2,2,46,0,0,0,2,224,71,24,4,22,42,0.248,2.89,2,2,1,0,310,24,27,1,0, +waslega01,1972,1,OAK,AL,0,3,8,0,0,0,0,53,12,4,3,8,8,0.190,2.04,1,0,0,0,71,3,5,0,0, +watted01,1972,1,BAL,AL,2,3,38,0,0,0,7,137,30,11,2,20,23,0.191,2.17,6,5,2,0,187,29,12,5,3, +webbha01,1972,1,NYN,NL,0,0,6,2,0,0,0,55,18,9,1,9,15,0.261,4.42,1,0,0,0,79,1,9,0,1, +wilcomi01,1972,1,CLE,AL,7,14,32,27,4,2,0,468,145,59,18,72,90,0.251,3.40,11,0,5,1,669,2,67,9,5, +wilheho01,1972,1,LAN,NL,0,1,16,0,0,0,1,76,20,13,0,15,9,0.217,4.62,0,4,0,0,112,9,16,1,4, +willich01,1972,1,SFN,NL,0,2,3,2,0,0,0,28,14,9,3,3,3,0.333,8.68,0,0,0,0,46,0,10,1,0, +willist02,1972,1,BOS,AL,0,0,3,0,0,0,0,13,5,3,0,1,3,0.294,6.23,0,1,0,0,18,1,3,0,0, +willoji01,1972,1,SFN,NL,6,4,11,11,7,0,0,263,72,23,8,14,40,0.222,2.36,4,2,2,0,349,0,25,7,2, +wilsobi03,1972,1,PHI,NL,1,1,23,0,0,0,0,90,26,11,1,11,18,0.234,3.30,3,2,0,0,125,5,13,2,1, +wilsodo01,1972,1,HOU,NL,15,10,33,33,13,3,0,685,196,68,16,66,172,0.233,2.68,2,11,2,0,927,0,79,12,6, +wiseri01,1972,1,SLN,NL,16,16,35,35,20,2,0,807,250,93,16,71,142,0.251,3.11,13,4,1,0,1089,0,98,13,6, +woodsdi01,1972,1,MIN,AL,14,14,36,36,9,3,0,755,193,76,19,101,150,0.211,2.72,5,4,2,1,1033,0,93,11,6, +woodwi01,1972,1,CHA,AL,24,17,49,49,20,8,0,1130,325,105,28,74,193,0.235,2.51,5,11,7,0,1490,0,119,21,4, +wrighcl01,1972,1,CAL,AL,18,11,35,35,15,2,0,753,229,83,14,80,87,0.246,2.98,6,4,4,0,1029,0,101,9,4, +wrighke01,1972,1,KCA,AL,1,2,17,0,0,0,4,55,15,10,0,15,18,0.231,4.91,1,3,1,0,84,11,10,2,1, +yorkji01,1972,1,HOU,NL,0,1,26,0,0,0,0,108,45,21,3,18,25,0.321,5.25,3,3,1,0,164,14,21,3,2, +zachach02,1972,1,DET,AL,1,1,25,1,0,0,1,115,27,6,2,15,21,0.201,1.41,2,1,1,0,154,9,6,2,2, +abbotgl01,1973,1,OAK,AL,1,0,5,3,1,0,0,56,16,8,3,7,6,0.225,3.86,0,0,0,1,79,1,8,0,1,0 +acostcy01,1973,1,CHA,AL,10,6,48,0,0,0,18,291,66,24,8,39,60,0.194,2.23,3,2,7,1,396,42,30,6,2,4 +akerja01,1973,1,CHN,NL,4,5,47,0,0,0,12,191,76,29,8,23,25,0.308,4.10,6,0,2,0,281,32,33,8,1,10 +alburvi01,1973,1,MIN,AL,1,0,14,0,0,0,0,70,13,7,1,19,13,0.169,2.70,2,5,0,1,96,5,7,0,0,5 +alexado01,1973,1,BAL,AL,12,8,29,26,10,0,0,524,169,75,19,52,63,0.258,3.86,5,3,7,0,726,2,85,7,5,23 +allenll01,1973,1,CAL,AL,0,0,5,0,0,0,1,26,15,10,0,5,4,0.405,10.38,0,2,0,0,43,1,10,0,2,1 +allenll01,1973,2,TEX,AL,0,6,23,5,0,0,1,123,58,42,3,39,25,0.326,9.22,2,7,5,0,228,13,59,3,3,5 +andrejo02,1973,1,SLN,NL,1,1,16,0,0,0,0,55,16,9,3,11,5,0.235,4.42,1,3,0,0,80,2,10,1,0,3 +angelno01,1973,1,KCA,AL,0,0,7,0,0,0,1,11,2,2,0,7,3,0.182,4.91,0,0,0,0,19,3,2,1,1,0 +apodabo01,1973,1,NYN,NL,0,0,1,0,0,0,0,0,0,1,0,2,0,,,0,0,0,0,2,0,1,0,0,0 +arlinst01,1973,1,SDN,NL,11,14,34,27,7,3,0,540,196,102,26,72,98,0.293,5.10,7,7,1,0,794,0,107,9,8,19 +bahnsst01,1973,1,CHA,AL,18,21,42,42,14,4,0,847,290,112,20,117,120,0.269,3.57,2,10,5,0,1218,0,128,9,8,33 +baldwda01,1973,1,CHA,AL,0,0,3,0,0,0,0,15,7,2,0,4,1,0.368,3.60,1,0,0,0,23,1,2,0,0,1 +baneed01,1973,1,MIN,AL,0,5,23,6,0,0,2,181,62,33,5,30,42,0.270,4.92,0,4,2,2,268,5,40,2,4,6 +baneydi01,1973,1,CIN,NL,2,1,11,1,0,0,2,92,26,10,1,6,17,0.234,2.93,1,0,4,0,122,3,10,1,0,4 +barbest01,1973,1,CAL,AL,3,2,50,1,0,0,4,268,90,35,5,32,58,0.265,3.53,3,4,3,0,386,19,40,9,2,9 +barrji01,1973,1,SFN,NL,11,17,41,33,8,3,2,694,240,98,24,49,88,0.268,3.81,7,3,5,0,966,4,105,9,8,18 +beenefr01,1973,1,NYA,AL,6,0,19,4,0,0,1,273,67,17,5,27,49,0.209,1.68,5,3,1,0,353,11,21,2,3,13 +bellje01,1973,1,ML4,AL,9,9,31,25,8,0,1,551,185,81,14,70,57,0.263,3.97,5,6,5,1,788,3,95,6,4,17 +bibbyji01,1973,1,SLN,NL,0,2,6,3,0,0,0,48,19,17,2,17,12,0.306,9.56,2,5,2,1,83,0,17,1,1,1 +bibbyji01,1973,2,TEX,AL,9,10,26,23,11,2,1,541,121,65,14,106,155,0.192,3.24,4,10,6,1,753,1,73,6,5,14 +billija01,1973,1,CIN,NL,19,10,40,40,16,7,0,880,257,99,20,95,155,0.236,3.04,10,10,10,0,1205,0,112,9,1,32 +birddo01,1973,1,KCA,AL,4,4,54,0,0,0,20,307,81,34,10,30,83,0.217,2.99,7,1,2,1,414,41,37,4,5,9 +blassst01,1973,1,PIT,NL,3,9,23,18,1,0,0,266,109,97,11,84,27,0.313,9.85,4,9,12,0,455,1,98,3,8,5 +bluevi01,1973,1,OAK,AL,20,9,37,37,13,4,0,791,214,96,26,105,158,0.224,3.28,2,15,4,2,1083,0,108,8,10,28 +blylebe01,1973,1,MIN,AL,20,17,40,40,25,9,0,975,296,91,16,67,258,0.242,2.52,4,7,9,2,1321,0,109,11,13,15 +bolinbo01,1973,1,BOS,AL,3,4,39,0,0,0,15,160,45,16,5,13,31,0.232,2.70,2,1,1,0,212,29,16,3,1,5 +bonhabi01,1973,1,CHN,NL,7,5,44,15,3,0,6,456,126,51,10,64,121,0.229,3.02,7,9,4,1,627,14,55,8,3,9 +borbope01,1973,1,CIN,NL,11,4,80,0,0,0,14,363,137,29,4,35,60,0.299,2.16,15,1,1,0,516,36,33,14,7,14 +bosmadi01,1973,1,TEX,AL,2,5,7,7,1,1,0,121,42,19,6,17,14,0.268,4.24,1,2,1,0,176,0,24,0,1,4 +bosmadi01,1973,2,CLE,AL,1,8,22,17,2,0,0,291,130,67,19,29,41,0.320,6.22,5,3,6,0,446,3,74,4,1,8 +bradlto01,1973,1,SFN,NL,13,12,35,34,6,1,0,672,212,97,26,69,136,0.246,3.90,10,7,3,0,945,0,109,6,5,20 +brandbu01,1973,1,PHI,NL,2,4,36,0,0,0,2,169,54,34,5,25,25,0.260,5.43,7,5,3,0,243,10,35,4,4,6 +brettke01,1973,1,PHI,NL,13,9,31,25,10,1,0,635,206,81,19,74,111,0.259,3.44,12,7,0,0,882,2,91,8,4,23 +breweji01,1973,1,LAN,NL,6,8,56,0,0,0,20,215,58,24,8,25,56,0.229,3.01,9,4,0,0,292,39,26,9,5,7 +brilene01,1973,1,PIT,NL,14,13,33,33,7,1,0,656,201,69,19,51,94,0.244,2.84,3,1,1,0,893,0,87,11,5,17 +brobepe01,1973,1,TEX,AL,5,9,22,20,6,1,0,356,130,74,8,66,57,0.283,5.61,3,5,5,1,542,1,77,6,5,9 +brownja01,1973,1,TEX,AL,5,5,25,3,2,1,2,200,82,29,7,25,45,0.309,3.92,0,1,2,0,294,10,31,1,1,13 +bryanro01,1973,1,SFN,NL,24,12,41,39,8,0,0,810,240,106,23,115,143,0.234,3.53,12,8,9,1,1165,1,125,9,5,13 +burgmto01,1973,1,KCA,AL,0,0,6,0,0,0,1,30,13,6,2,4,4,0.317,5.40,0,1,1,0,47,5,6,0,0,2 +burrira01,1973,1,CHN,NL,1,1,31,1,0,0,0,194,65,21,2,27,57,0.261,2.92,7,3,0,0,282,12,22,4,2,3 +busbyst01,1973,1,KCA,AL,16,15,37,37,7,1,0,715,246,112,18,105,174,0.271,4.23,7,9,6,0,1037,0,125,9,8,21 +busketo01,1973,1,NYA,AL,0,1,8,0,0,0,1,50,18,10,2,4,8,0.286,5.40,0,1,1,0,72,6,12,1,3,1 +caldwmi01,1973,1,SDN,NL,5,14,55,13,3,1,10,447,146,62,8,53,86,0.260,3.74,10,10,2,0,632,27,77,14,2,18 +campbbi02,1973,1,MIN,AL,3,3,28,2,0,0,7,155,44,18,5,20,42,0.226,3.14,1,2,1,0,218,20,20,2,0,5 +caprabu01,1973,1,NYN,NL,2,7,24,0,0,0,4,126,35,18,4,28,35,0.233,3.86,9,3,2,0,188,10,18,6,2,4 +carltst01,1973,1,PHI,NL,13,20,40,40,18,3,0,880,293,127,29,113,223,0.260,3.90,12,7,3,0,1262,0,146,17,3,29 +carrido01,1973,1,SFN,NL,1,2,25,3,0,0,0,174,64,31,2,35,36,0.278,4.81,2,6,4,0,273,3,40,3,1,7 +carrocl02,1973,1,CIN,NL,8,8,53,5,0,0,14,278,111,38,5,34,41,0.306,3.69,11,2,5,0,415,24,47,12,2,14 +caskecr01,1973,1,MON,NL,0,0,9,1,0,0,0,43,15,9,3,4,6,0.278,5.65,0,0,1,0,61,1,11,2,0,1 +champbi01,1973,1,ML4,AL,5,8,37,11,2,0,1,409,139,56,10,62,67,0.267,3.70,4,8,4,1,592,6,58,4,2,11 +cheadda01,1973,1,ATL,NL,0,1,2,0,0,0,0,6,2,4,1,3,2,0.250,18.00,2,0,0,1,11,1,4,0,0,0 +chrisla01,1973,1,PHI,NL,1,4,10,9,1,0,0,103,53,25,3,20,11,0.366,6.55,1,1,1,0,167,0,25,0,1,8 +clevere01,1973,1,SLN,NL,14,10,32,32,6,3,0,672,211,75,13,61,122,0.246,3.01,12,3,4,0,939,0,88,12,6,15 +clostal01,1973,1,ATL,NL,0,0,4,0,0,0,0,13,7,7,1,4,2,0.389,14.54,1,0,0,0,23,0,7,1,0,0 +clydeda01,1973,1,TEX,AL,4,8,18,18,0,0,0,280,106,52,8,54,74,0.293,5.01,1,5,4,1,426,0,63,3,3,9 +colboji01,1973,1,ML4,AL,20,12,43,36,22,4,1,943,297,111,21,87,135,0.251,3.18,5,6,3,1,1287,2,133,7,9,29 +colemjo05,1973,1,DET,AL,23,15,40,40,13,2,0,865,283,113,32,93,202,0.258,3.53,2,6,10,0,1219,0,125,16,4,14 +corbira01,1973,1,MIN,AL,8,5,51,7,1,0,14,445,124,50,7,60,83,0.229,3.03,4,8,5,0,622,28,58,9,6,14 +corkimi01,1973,1,SDN,NL,5,8,47,11,2,0,3,366,130,61,12,61,82,0.275,4.50,10,6,11,0,558,18,79,7,5,9 +cosgrmi01,1973,1,HOU,NL,1,1,13,0,0,0,0,30,11,2,1,8,2,0.282,1.80,2,1,0,0,49,2,2,1,1,1 +coxca01,1973,1,NYA,AL,0,0,1,0,0,0,0,9,5,2,0,1,0,0.357,6.00,0,0,2,0,18,1,3,0,1,0 +crawfji01,1973,1,HOU,NL,2,4,48,0,0,0,6,210,69,35,7,33,56,0.256,4.50,8,7,2,1,314,20,41,6,3,4 +cuellmi01,1973,1,BAL,AL,18,13,38,38,17,2,0,801,265,97,29,84,140,0.258,3.27,2,8,0,0,1127,0,120,12,3,19 +culpra01,1973,1,BOS,AL,2,6,10,9,0,0,0,151,46,25,9,32,32,0.247,4.47,0,3,4,0,224,0,32,0,2,3 +culvege01,1973,1,LAN,NL,4,4,28,0,0,0,2,126,45,14,4,21,23,0.292,3.00,6,2,1,0,185,13,15,7,2,6 +culvege01,1973,2,PHI,NL,3,1,14,0,0,0,0,56,26,10,0,15,7,0.342,4.82,6,2,0,0,94,8,10,3,0,2 +curtijo01,1973,1,BOS,AL,13,13,35,30,10,4,0,664,225,88,24,83,101,0.264,3.58,10,3,2,0,946,3,103,7,3,27 +dacqujo01,1973,1,SFN,NL,1,1,7,3,1,0,0,83,23,11,4,19,29,0.219,3.58,0,3,0,0,125,1,14,0,1,2 +dalcabr01,1973,1,KCA,AL,4,3,32,3,1,0,3,292,108,52,8,46,38,0.286,4.81,12,5,4,1,440,16,60,9,1,9 +deckejo01,1973,1,MIN,AL,10,10,29,24,6,3,0,511,167,79,12,88,109,0.260,4.17,0,8,4,0,743,3,87,4,4,16 +dettoto01,1973,1,PIT,NL,0,1,12,1,0,0,0,68,33,15,1,14,13,0.340,5.96,4,0,3,0,115,4,19,0,1,2 +devinad01,1973,1,ATL,NL,2,3,24,1,0,0,4,97,45,23,6,12,15,0.338,6.40,3,0,2,0,152,11,24,4,1,3 +dierkla01,1973,1,HOU,NL,1,1,14,3,0,0,0,81,27,13,3,13,18,0.265,4.33,0,2,2,0,120,4,14,2,1,4 +dioriro01,1973,1,PHI,NL,0,0,23,0,0,0,1,58,18,5,1,6,11,0.257,2.33,4,2,0,0,79,11,5,2,1,2 +dobsoch01,1973,1,OAK,AL,0,1,1,1,0,0,0,7,6,2,1,2,3,0.429,7.71,0,0,0,0,16,0,4,0,0,0 +dobsopa01,1973,1,ATL,NL,3,7,12,10,1,1,0,173,73,32,1,19,23,0.315,4.99,5,1,1,0,261,0,33,4,5,2 +dobsopa01,1973,2,NYA,AL,9,8,22,21,6,1,0,427,150,66,22,34,70,0.266,4.17,8,2,2,0,606,0,72,4,3,8 +downial01,1973,1,LAN,NL,9,9,30,28,5,2,0,579,155,71,19,68,124,0.219,3.31,3,7,1,1,790,1,87,12,2,12 +dragodi01,1973,1,KCA,AL,12,14,37,33,10,1,0,638,252,100,16,76,98,0.300,4.23,10,4,7,2,937,2,116,6,8,22 +dunnist01,1973,1,CLE,AL,0,2,4,3,0,0,0,54,17,13,2,13,10,0.250,6.50,0,3,0,1,83,0,15,2,0,2 +dunnist01,1973,2,TEX,AL,2,6,23,12,2,0,0,283,101,56,11,52,38,0.275,5.34,2,4,1,0,426,4,63,1,5,11 +durhado01,1973,1,TEX,AL,0,4,15,4,0,0,1,121,49,34,7,23,23,0.304,7.59,0,1,1,0,189,5,35,2,2,3 +ellisdo01,1973,1,PIT,NL,12,14,28,28,3,1,0,576,176,65,7,55,122,0.240,3.05,7,3,6,1,803,0,86,6,4,13 +farmeed01,1973,1,CLE,AL,0,2,16,0,0,0,1,52,25,9,4,5,10,0.321,4.67,0,1,0,0,84,10,12,1,1,1 +farmeed01,1973,2,DET,AL,3,0,24,0,0,0,2,135,52,25,3,27,28,0.292,5.00,0,0,2,0,209,12,26,1,1,4 +fifeda01,1973,1,MIN,AL,3,2,10,7,1,0,0,155,54,25,2,29,18,0.270,4.35,0,5,3,0,235,1,26,2,1,3 +fingero01,1973,1,OAK,AL,7,8,62,2,0,0,22,380,107,27,5,39,110,0.226,1.92,6,2,4,0,521,49,41,1,3,7 +fisheed02,1973,1,CHA,AL,6,7,26,16,2,0,0,332,135,60,12,38,57,0.301,4.88,1,2,3,0,494,4,64,2,3,8 +fisheed02,1973,2,SLN,NL,2,1,6,0,0,0,0,21,3,1,1,1,1,0.125,1.29,0,0,1,0,26,3,1,0,0,1 +fitzmal01,1973,1,KCA,AL,8,3,15,13,3,1,0,267,88,28,5,25,26,0.259,2.83,3,1,0,0,366,1,29,0,1,10 +folkeri01,1973,1,SLN,NL,4,4,34,9,1,0,3,247,74,33,10,34,44,0.239,3.61,4,3,3,1,350,7,34,2,2,5 +foorji01,1973,1,PIT,NL,0,0,3,0,0,0,0,4,2,0,0,1,1,0.286,0.00,1,0,0,0,8,0,0,0,0,0 +fordwe01,1973,1,ATL,NL,1,2,4,2,1,0,0,49,17,10,3,8,4,0.327,5.51,0,0,1,1,72,1,10,1,1,2 +forscke01,1973,1,HOU,NL,9,12,46,26,5,0,4,604,197,94,18,74,149,0.257,4.20,7,5,4,1,861,9,101,10,6,17 +forstte01,1973,1,CHA,AL,6,11,51,12,4,0,16,518,174,62,7,78,120,0.266,3.23,6,6,0,1,744,29,69,7,5,22 +fosteal01,1973,1,SLN,NL,13,9,35,29,6,2,0,611,195,71,17,63,106,0.254,3.14,3,1,5,0,854,3,82,13,6,16 +foucast01,1973,1,TEX,AL,2,4,32,0,0,0,8,167,54,24,6,31,28,0.262,3.88,4,1,3,0,244,23,26,2,2,10 +frailke01,1973,1,CHA,AL,0,0,10,0,0,0,0,55,18,4,1,7,15,0.254,1.96,0,0,1,0,80,6,6,0,1,1 +freemji01,1973,1,ATL,NL,0,2,13,5,0,0,1,112,50,32,7,25,20,0.327,7.71,1,2,0,0,182,1,33,2,2,5 +friseda01,1973,1,ATL,NL,1,2,42,0,0,0,8,135,40,21,5,23,27,0.241,4.20,2,2,1,1,198,24,27,5,3,4 +frymawo01,1973,1,DET,AL,6,13,34,29,1,0,0,509,200,101,23,64,119,0.294,5.36,5,5,3,1,753,1,106,2,4,15 +garbege01,1973,1,KCA,AL,9,9,48,8,4,0,11,458,164,72,14,49,60,0.283,4.24,15,4,2,0,643,26,78,7,6,21 +gardnro01,1973,1,OAK,AL,0,0,3,0,0,0,0,22,10,4,2,4,2,0.370,4.91,0,0,0,0,32,0,4,1,0,3 +gardnro01,1973,2,ML4,AL,1,1,10,0,0,0,1,38,17,14,0,13,5,0.327,9.95,1,0,1,0,67,4,14,1,0,1 +garlawa01,1973,1,BAL,AL,0,1,4,1,0,0,0,48,14,7,1,7,10,0.233,3.94,0,0,0,0,68,2,8,1,0,1 +garmami01,1973,1,BOS,AL,0,0,12,0,0,0,0,66,32,13,1,15,9,0.352,5.32,3,1,0,0,109,7,15,2,1,4 +geddeji01,1973,1,CHA,AL,0,0,6,1,0,0,0,47,14,5,0,14,7,0.255,2.87,0,1,3,0,73,4,6,1,0,2 +gentrga01,1973,1,ATL,NL,4,6,16,14,3,0,1,260,74,33,7,35,42,0.231,3.43,3,5,1,0,361,1,37,0,4,4 +gibsobo01,1973,1,SLN,NL,12,10,25,25,13,1,0,585,159,60,12,57,142,0.224,2.77,6,6,3,1,790,0,71,11,8,20 +gilbejo02,1973,1,MON,NL,1,2,21,0,0,0,1,87,30,16,1,19,17,0.270,4.97,1,3,0,1,135,3,18,4,1,0 +giustda01,1973,1,PIT,NL,9,2,67,0,0,0,20,296,89,26,9,37,64,0.240,2.37,13,3,0,0,416,60,31,7,2,3 +gladdfr01,1973,1,HOU,NL,2,0,16,0,0,0,1,48,18,8,4,4,9,0.290,4.50,1,0,0,0,67,8,8,1,0,1 +gogolbi01,1973,1,TEX,AL,3,6,49,1,0,0,6,371,139,58,10,48,77,0.286,4.22,16,3,1,0,546,22,67,5,6,11 +goltzda01,1973,1,MIN,AL,6,4,32,10,1,0,1,319,138,62,11,32,65,0.318,5.25,1,5,2,0,477,11,68,3,6,12 +gossari01,1973,1,CHA,AL,0,4,20,4,1,0,0,149,57,41,9,37,33,0.311,7.43,2,6,3,0,232,4,44,5,4,3 +grangwa01,1973,1,SLN,NL,2,4,33,0,0,0,5,140,50,22,3,21,14,0.284,4.24,7,1,2,0,203,18,29,2,2,9 +grangwa01,1973,2,NYA,AL,0,1,7,0,0,0,0,46,19,3,1,3,10,0.279,1.76,1,1,1,0,72,6,7,0,0,2 +greifbi01,1973,1,SDN,NL,10,17,36,31,9,3,1,598,181,71,20,62,120,0.247,3.21,12,5,5,1,823,2,88,13,8,9 +griffto02,1973,1,HOU,NL,4,6,25,12,4,0,0,299,83,46,10,46,69,0.229,4.15,6,5,2,0,418,5,51,4,4,7 +grimsro02,1973,1,CIN,NL,13,10,38,36,8,1,1,727,245,87,24,68,90,0.266,3.23,11,4,0,3,1009,1,96,16,5,23 +gulledo01,1973,1,CIN,NL,18,8,45,30,7,4,2,685,198,89,24,69,153,0.232,3.51,8,3,3,2,942,12,95,12,6,13 +gurala01,1973,1,CHN,NL,2,4,21,7,0,0,0,194,79,35,10,11,43,0.297,4.87,0,1,1,0,282,6,39,2,1,3 +hallto01,1973,1,CIN,NL,8,5,54,7,0,0,8,311,74,40,13,48,96,0.202,3.47,10,0,0,0,424,22,43,8,2,5 +hamilda01,1973,1,OAK,AL,6,4,16,11,1,0,0,209,74,34,8,24,34,0.274,4.39,0,1,1,0,296,1,37,0,1,6 +handri01,1973,1,TEX,AL,2,3,8,7,1,0,0,125,49,25,2,19,14,0.290,5.40,5,1,2,0,195,1,29,2,3,1 +handri01,1973,2,CAL,AL,4,3,16,6,0,0,0,164,58,22,5,21,19,0.274,3.62,0,2,1,0,239,6,29,1,4,4 +handsbi01,1973,1,MIN,AL,7,10,39,15,3,1,2,426,138,55,14,41,78,0.252,3.49,2,5,2,0,599,17,69,6,3,15 +harriro01,1973,1,ATL,NL,11,8,38,22,3,0,5,532,161,82,15,98,130,0.251,4.16,6,9,3,1,778,12,90,4,8,9 +hasslan01,1973,1,CAL,AL,0,4,7,4,1,0,0,95,33,13,0,19,19,0.262,3.69,0,2,3,1,150,1,23,1,1,3 +henniph01,1973,1,NYN,NL,0,4,30,0,0,0,3,130,50,30,6,16,22,0.289,6.23,6,3,1,0,195,17,30,5,0,3 +henniri01,1973,1,TEX,AL,1,0,6,2,0,0,0,69,23,7,1,11,6,0.261,2.74,0,3,0,0,102,1,8,0,3,1 +hernara01,1973,1,PIT,NL,4,5,59,0,0,0,11,269,71,24,5,25,64,0.219,2.41,8,1,4,1,361,33,27,7,0,11 +heydegr01,1973,1,LAN,NL,0,0,1,0,0,0,0,6,2,1,0,1,1,0.222,4.50,0,2,1,0,11,1,1,0,0,0 +hilgeto01,1973,1,CLE,AL,5,3,48,1,1,0,6,284,87,33,9,36,58,0.242,3.14,6,6,3,0,403,21,38,4,0,6 +hillejo01,1973,1,DET,AL,10,5,65,0,0,0,38,376,89,20,7,39,124,0.198,1.44,7,1,0,0,498,60,21,6,4,5 +hoernjo01,1973,1,ATL,NL,2,2,20,0,0,0,2,38,17,9,1,4,10,0.333,6.39,0,0,0,0,56,5,9,1,0,3 +hoernjo01,1973,2,KCA,AL,2,0,22,0,0,0,4,58,28,11,0,13,15,0.329,5.12,5,0,0,0,100,9,11,2,0,2 +holdsfr01,1973,1,DET,AL,0,1,5,2,0,0,0,44,13,11,3,6,9,0.236,6.75,0,2,0,0,62,3,11,1,0,0 +holtzke01,1973,1,OAK,AL,21,13,40,40,16,4,0,892,275,98,22,66,157,0.243,2.97,5,12,4,0,1210,0,109,5,4,28 +hooddo01,1973,1,BAL,AL,3,2,8,4,1,1,1,97,31,14,1,6,18,0.256,3.90,0,1,1,0,132,3,17,3,1,5 +hootobu01,1973,1,CHN,NL,14,17,42,34,9,2,0,719,248,98,12,73,134,0.270,3.68,7,9,4,1,1013,1,107,12,7,23 +houghch01,1973,1,LAN,NL,4,2,37,0,0,0,5,215,52,22,3,45,70,0.207,2.76,2,2,6,0,309,18,24,4,3,6 +houseto01,1973,1,ATL,NL,4,2,52,0,0,0,4,202,58,35,13,31,42,0.243,4.68,7,0,2,0,282,23,37,3,7,8 +hraboal01,1973,1,SLN,NL,2,4,44,0,0,0,5,168,45,13,2,21,57,0.220,2.09,6,4,2,0,234,17,15,5,1,2 +hudsoch01,1973,1,TEX,AL,4,2,25,4,1,1,1,187,59,32,3,31,34,0.254,4.62,2,1,0,0,272,8,35,3,6,1 +hunteca01,1973,1,OAK,AL,21,5,36,36,11,3,0,769,222,95,39,69,124,0.232,3.34,1,2,1,0,1040,0,105,3,9,8 +ignasga01,1973,1,DET,AL,0,0,3,0,0,0,0,14,5,2,0,3,4,0.278,3.86,0,0,0,0,22,3,2,0,1,0 +jacksgr01,1973,1,BAL,AL,8,0,45,0,0,0,9,241,54,17,5,24,47,0.198,1.90,4,1,0,0,305,33,18,5,3,11 +jacksmi01,1973,1,KCA,AL,0,0,9,0,0,0,0,67,25,17,3,20,13,0.301,6.85,1,0,1,0,106,2,17,1,1,4 +jacksmi01,1973,2,CLE,AL,0,0,1,0,0,0,0,2,1,0,0,0,1,0.333,0.00,0,0,0,0,3,1,0,0,0,0 +jarvipa01,1973,1,MON,NL,2,1,28,0,0,0,0,118,37,14,6,16,19,0.250,3.20,4,1,1,0,168,7,21,2,1,2 +jeffeje01,1973,1,BAL,AL,6,5,18,15,3,0,0,302,104,46,15,46,52,0.267,4.11,1,8,0,0,439,2,53,0,4,12 +jenkife01,1973,1,CHN,NL,14,16,38,38,7,2,0,813,267,117,35,57,170,0.259,3.89,10,1,4,0,1119,0,133,17,11,22 +johnsba01,1973,1,CHA,AL,3,3,22,9,0,0,0,242,76,37,6,40,56,0.252,4.13,0,1,2,0,352,6,39,3,5,6 +johnsbo03,1973,1,PIT,NL,4,2,50,2,0,0,4,276,98,37,12,34,68,0.276,3.62,7,2,5,0,402,11,41,6,2,6 +johnsje01,1973,1,CLE,AL,5,6,39,1,0,0,5,179,70,41,7,39,45,0.300,6.18,8,8,0,1,281,29,48,6,2,6 +johnto01,1973,1,LAN,NL,16,7,36,31,4,2,0,654,202,75,16,50,116,0.246,3.10,2,3,4,0,888,3,88,9,4,29 +jonesra01,1973,1,SDN,NL,7,6,20,19,6,1,0,419,129,49,13,37,77,0.252,3.16,9,3,1,0,583,0,58,6,3,12 +kaatji01,1973,1,MIN,AL,11,12,29,28,7,2,0,545,206,89,26,39,93,0.282,4.41,1,3,4,0,778,1,101,2,3,15 +kaatji01,1973,2,CHA,AL,4,1,7,7,3,1,0,128,44,20,4,4,16,0.260,4.22,0,0,0,0,173,0,23,0,0,4 +kealest01,1973,1,CHA,AL,0,0,7,0,0,0,0,34,23,19,2,7,4,0.418,15.09,1,1,0,0,65,4,22,1,2,1 +kekicmi01,1973,1,NYA,AL,1,1,5,4,0,0,0,44,20,15,1,14,4,0.351,9.20,0,0,2,0,74,0,15,0,1,5 +kekicmi01,1973,2,CLE,AL,1,4,16,6,0,0,0,150,73,39,6,35,26,0.349,7.02,0,8,0,0,247,4,47,0,3,7 +kelleto01,1973,1,ATL,NL,0,1,7,0,0,0,0,38,13,4,0,7,5,0.289,2.84,3,0,0,0,55,3,5,1,2,1 +kilkemi01,1973,1,CLE,AL,0,0,5,0,0,0,0,6,5,5,1,5,3,0.500,22.50,0,0,1,0,17,1,5,0,0,1 +kingmda01,1973,1,SFN,NL,0,0,2,0,0,0,0,12,3,4,0,6,4,0.200,9.00,0,2,0,0,21,2,4,0,0,0 +kirbycl01,1973,1,SDN,NL,8,18,34,31,4,2,0,575,214,102,30,66,129,0.282,4.79,7,13,1,1,841,2,122,10,6,10 +kisonbr01,1973,1,PIT,NL,3,0,7,7,0,0,0,131,36,15,4,24,26,0.232,3.09,3,1,1,0,181,0,17,1,0,7 +klinest01,1973,1,NYA,AL,4,7,14,13,2,1,0,222,76,33,5,31,19,0.270,4.01,3,0,1,0,320,1,39,4,2,10 +knowlda01,1973,1,OAK,AL,6,8,52,5,1,1,9,297,87,34,7,49,46,0.246,3.09,3,3,3,1,422,26,44,11,6,12 +kobelke01,1973,1,ML4,AL,0,1,2,1,0,0,0,25,9,8,2,8,4,0.273,8.64,0,1,0,0,41,1,8,0,0,0 +koniedo01,1973,1,HOU,NL,0,1,2,2,0,0,0,39,12,8,0,4,6,0.279,5.54,0,0,0,0,49,0,8,1,1,2 +koosmje01,1973,1,NYN,NL,14,15,35,35,12,3,0,789,234,83,18,76,156,0.242,2.84,6,3,4,0,1071,0,93,19,6,25 +krausle02,1973,1,SLN,NL,0,0,1,0,0,0,0,6,2,0,0,1,1,0.250,0.00,0,0,0,0,9,1,0,0,0,0 +kremmji01,1973,1,TEX,AL,0,2,4,2,0,0,0,27,15,9,1,6,6,0.366,9.00,1,2,2,0,50,0,10,0,1,0 +lagrole01,1973,1,DET,AL,1,5,21,3,0,0,3,162,54,26,8,23,33,0.263,4.33,2,3,1,0,234,7,26,1,4,1 +lambjo01,1973,1,PIT,NL,0,1,22,0,0,0,2,89,37,20,3,10,11,0.308,6.07,3,1,0,0,134,11,24,3,1,3 +lambra01,1973,1,CLE,AL,3,3,32,1,0,0,2,258,98,44,7,42,60,0.291,4.60,6,6,2,0,386,6,44,1,4,10 +langedi01,1973,1,CAL,AL,2,1,17,4,1,0,0,158,61,26,9,21,27,0.292,4.44,2,1,1,0,238,4,30,5,2,6 +larocda01,1973,1,CHN,NL,4,1,45,0,0,0,4,163,55,35,7,29,34,0.276,5.80,3,1,1,0,242,22,37,7,4,2 +leebi03,1973,1,BOS,AL,17,11,38,33,18,1,1,854,275,87,20,76,120,0.257,2.75,2,3,5,0,1173,1,100,15,6,33 +lemanda01,1973,1,DET,AL,0,0,1,0,0,0,0,7,4,3,0,0,0,0.364,11.57,0,0,0,0,11,0,3,0,0,0 +leonma01,1973,1,ATL,NL,2,2,12,1,1,0,0,81,30,16,6,9,18,0.288,5.33,1,1,3,0,123,2,18,1,2,3 +lerscba01,1973,1,PHI,NL,3,6,42,4,0,0,1,295,105,48,10,27,51,0.279,4.39,4,4,2,0,418,21,49,5,7,5 +lindbpa01,1973,1,OAK,AL,1,5,36,3,0,0,2,234,89,32,8,28,33,0.292,3.69,2,6,3,0,341,11,38,2,3,12 +linzyfr01,1973,1,ML4,AL,2,6,42,1,0,0,13,189,68,25,7,21,21,0.282,3.57,6,3,1,0,267,33,34,1,3,14 +littema01,1973,1,KCA,AL,1,3,8,7,1,0,0,114,44,24,5,23,16,0.288,5.68,1,0,0,0,179,0,25,1,2,4 +lockebo02,1973,1,CHN,NL,10,6,63,0,0,0,18,319,96,30,6,42,76,0.246,2.54,10,7,4,0,450,43,40,7,4,14 +lockwsk01,1973,1,ML4,AL,5,12,37,15,3,0,0,464,164,67,10,59,87,0.280,3.90,6,4,6,0,664,12,75,8,5,14 +lolicmi01,1973,1,DET,AL,16,15,42,42,17,3,0,926,315,131,35,79,214,0.266,3.82,7,12,5,0,1286,0,143,14,5,25 +lonboji01,1973,1,PHI,NL,13,16,38,30,6,0,0,598,218,108,25,80,106,0.279,4.88,7,1,9,0,886,5,124,10,7,23 +lylesp01,1973,1,NYA,AL,5,9,51,0,0,0,27,247,66,23,4,18,63,0.216,2.51,2,3,0,0,330,45,30,4,2,6 +magnuji01,1973,1,NYA,AL,0,1,8,0,0,0,0,82,38,13,2,9,9,0.342,4.28,1,0,0,0,124,8,17,1,3,5 +maricju01,1973,1,SFN,NL,11,15,34,32,9,2,0,622,231,88,22,37,87,0.277,3.82,7,2,1,3,888,1,104,11,6,12 +marshmi01,1973,1,MON,NL,14,11,92,0,0,0,31,537,163,53,10,75,124,0.252,2.66,12,8,4,0,746,73,62,15,5,15 +matlajo01,1973,1,NYN,NL,14,16,34,34,14,3,0,726,210,86,16,99,205,0.236,3.20,14,6,2,0,1011,0,93,14,5,18 +mayru01,1973,1,CAL,AL,7,17,34,28,10,4,0,555,177,90,20,80,134,0.254,4.38,9,6,3,3,797,3,101,8,9,9 +mcanaer01,1973,1,MON,NL,7,9,27,24,4,0,0,441,158,66,13,54,72,0.275,4.04,6,7,3,0,645,1,84,7,5,16 +mcandji01,1973,1,NYN,NL,3,8,23,12,0,0,1,241,109,48,9,31,38,0.330,5.38,8,5,3,0,372,8,60,2,6,9 +mcdanli01,1973,1,NYA,AL,12,6,47,3,1,0,10,481,148,51,11,49,93,0.250,2.86,9,8,1,0,658,32,54,7,10,15 +mcdowsa01,1973,1,SFN,NL,1,2,18,3,0,0,3,120,45,20,4,29,35,0.285,4.50,0,5,0,0,190,6,23,1,2,2 +mcdowsa01,1973,2,NYA,AL,5,8,16,15,2,1,0,287,73,42,4,64,75,0.212,3.95,2,6,0,0,417,1,47,4,4,6 +mcgloji01,1973,1,CIN,NL,3,3,24,9,0,0,0,190,91,47,13,23,18,0.340,6.68,3,3,0,1,295,8,52,3,1,9 +mcgloji01,1973,2,CHA,AL,0,1,5,1,0,0,0,55,13,8,2,13,14,0.203,3.93,0,0,0,0,78,2,8,0,1,2 +mcgloly01,1973,1,BOS,AL,1,2,6,3,0,0,0,69,39,21,6,8,16,0.386,8.22,0,0,1,0,114,1,23,2,2,0 +mcgratu01,1973,1,NYN,NL,5,6,60,2,0,0,25,356,106,51,11,55,81,0.243,3.87,9,7,3,0,503,46,53,5,3,15 +mckeeji02,1973,1,PIT,NL,0,1,15,1,0,0,0,81,31,17,2,17,13,0.290,5.67,0,2,1,1,130,2,21,4,0,1 +mcmahdo02,1973,1,SFN,NL,4,0,22,0,0,0,6,91,21,5,1,7,20,0.189,1.48,3,3,0,0,119,16,5,1,0,0 +mcnalda01,1973,1,BAL,AL,17,17,38,38,17,4,0,798,247,95,16,81,87,0.251,3.21,6,5,5,1,1083,0,100,9,5,31 +medicdo01,1973,1,NYA,AL,14,9,34,32,11,3,0,705,217,77,20,74,145,0.241,2.95,6,7,3,1,991,2,84,7,5,11 +merriji01,1973,1,TEX,AL,5,13,35,19,8,1,1,480,191,72,18,34,65,0.296,4.05,3,7,1,0,694,11,79,3,10,14 +messean01,1973,1,LAN,NL,14,10,33,33,10,3,0,749,196,75,24,77,177,0.214,2.70,3,6,6,1,1015,0,90,10,4,14 +millebo04,1973,1,SDN,NL,0,0,18,0,0,0,0,92,29,14,4,12,15,0.244,4.11,1,0,0,0,133,7,18,1,1,1 +millebo04,1973,2,DET,AL,4,2,22,0,0,0,1,126,34,16,3,22,23,0.230,3.43,2,1,0,0,174,10,16,1,3,4 +millebo04,1973,3,NYN,NL,0,0,1,0,0,0,0,3,0,0,0,0,1,0.000,0.00,0,0,0,0,3,0,0,0,0,0 +mingost01,1973,1,CLE,AL,0,0,5,0,0,0,0,35,10,8,3,10,4,0.233,6.17,1,0,0,0,53,3,8,0,0,2 +mingost01,1973,2,KCA,AL,3,3,19,1,0,0,1,169,59,19,6,23,46,0.267,3.04,6,0,3,0,248,7,21,1,0,8 +moffira01,1973,1,SFN,NL,4,4,60,0,0,0,14,301,86,27,9,31,65,0.225,2.42,4,5,1,0,419,34,30,3,2,4 +montajo01,1973,1,MON,NL,0,0,4,0,0,0,0,23,8,3,0,2,7,0.286,3.52,2,2,1,0,32,0,3,0,1,2 +monteau01,1973,1,CAL,AL,2,1,15,0,0,0,3,90,23,14,2,16,8,0.215,4.20,3,2,4,0,129,10,18,1,1,7 +mooreba02,1973,1,MON,NL,7,16,35,32,3,1,0,529,151,88,18,109,151,0.233,4.49,2,6,3,3,775,1,98,8,6,16 +mooreto01,1973,1,NYN,NL,0,1,3,1,0,0,0,10,6,4,1,3,1,0.400,10.80,0,0,0,0,18,2,5,0,0,0 +moosebo01,1973,1,PIT,NL,12,13,33,29,6,3,0,604,219,79,11,70,111,0.280,3.53,11,3,4,1,870,1,86,8,6,24 +moretro01,1973,1,BOS,AL,13,2,30,15,5,2,3,469,138,55,19,67,90,0.238,3.17,2,3,3,1,659,7,60,5,5,15 +morlajo01,1973,1,PIT,NL,2,2,10,7,1,0,0,123,42,18,4,23,23,0.276,3.95,3,3,0,0,181,1,18,5,1,6 +morrijo06,1973,1,SFN,NL,1,0,7,0,0,0,0,19,12,6,0,3,3,0.429,8.53,0,2,0,0,32,3,8,0,1,1 +mortoca01,1973,1,ATL,NL,15,10,38,37,10,4,0,769,254,97,18,70,112,0.269,3.41,7,3,4,0,1074,1,114,14,5,25 +murphto02,1973,1,SLN,NL,3,7,19,13,2,0,0,266,89,37,5,22,42,0.269,3.76,0,5,3,0,367,0,38,7,4,8 +nagymi01,1973,1,SLN,NL,0,2,9,7,0,0,0,122,44,19,4,15,14,0.282,4.20,2,0,1,0,176,1,21,2,2,6 +neibaga01,1973,1,ATL,NL,2,1,16,1,0,0,0,64,24,17,3,19,9,0.296,7.17,1,2,2,0,107,2,19,0,1,3 +nelsoro02,1973,1,CIN,NL,3,2,14,8,1,0,0,164,49,21,4,24,17,0.246,3.46,1,1,3,0,234,0,25,6,2,7 +newhado01,1973,1,BOS,AL,0,0,9,0,0,0,1,36,9,0,0,13,8,0.205,0.00,2,2,1,0,59,8,2,0,1,2 +newmara01,1973,1,ML4,AL,2,1,11,0,0,0,1,55,19,6,2,5,10,0.260,2.95,1,1,0,0,80,9,6,1,1,1 +niekrjo01,1973,1,ATL,NL,2,4,20,0,0,0,3,72,23,11,2,11,12,0.284,4.13,1,3,0,0,99,11,11,2,3,2 +niekrph01,1973,1,ATL,NL,13,10,42,30,9,1,4,735,214,90,21,89,131,0.234,3.31,4,11,5,0,1023,7,103,13,2,14 +nolanga01,1973,1,CIN,NL,0,1,2,2,0,0,0,31,6,4,1,7,3,0.167,3.48,1,0,0,0,44,0,4,0,1,0 +normafr01,1973,1,SDN,NL,1,7,12,11,1,0,0,222,72,35,9,29,49,0.262,4.26,2,1,1,0,313,1,35,6,2,6 +normafr01,1973,2,CIN,NL,12,6,24,24,7,3,0,499,136,61,18,72,112,0.224,3.30,9,9,1,1,695,0,67,8,6,14 +odombl01,1973,1,OAK,AL,5,12,30,24,3,0,0,451,153,75,14,67,83,0.262,4.49,3,8,2,1,658,4,86,4,3,14 +osteecl01,1973,1,LAN,NL,16,11,33,33,12,3,0,710,227,87,20,61,86,0.258,3.31,2,7,2,0,961,0,97,12,5,41 +otoolde01,1973,1,CHA,AL,0,0,6,0,0,0,0,48,23,10,3,3,8,0.329,5.63,0,0,0,0,74,4,11,1,0,0 +paganda01,1973,1,NYA,AL,0,0,4,1,0,0,0,38,16,4,1,1,9,0.320,2.84,0,0,0,0,51,2,4,0,0,1 +palmeji01,1973,1,BAL,AL,22,9,38,37,19,6,1,889,225,79,16,113,158,0.211,2.40,5,7,3,0,1190,1,86,5,5,22 +panthji01,1973,1,ATL,NL,2,3,23,0,0,0,0,92,45,26,3,9,8,0.363,7.63,1,1,0,0,139,11,26,1,5,5 +pappami01,1973,1,CHN,NL,7,12,30,29,1,1,0,486,192,77,20,40,48,0.299,4.28,9,5,4,0,695,1,82,4,4,20 +parkeha01,1973,1,NYN,NL,8,4,38,9,0,0,5,290,79,36,7,36,63,0.217,3.35,3,2,3,0,410,16,40,4,3,2 +parsobi01,1973,1,ML4,AL,3,6,20,17,0,0,0,179,59,45,6,67,30,0.257,6.79,1,9,0,2,300,0,50,2,1,5 +pattima01,1973,1,BOS,AL,15,15,34,30,11,2,1,658,238,105,31,69,119,0.277,4.31,7,3,8,1,946,3,112,6,5,19 +paulmi01,1973,1,TEX,AL,5,4,36,10,1,0,2,262,104,48,9,36,49,0.295,4.95,2,3,5,0,401,13,55,3,4,8 +paulmi01,1973,2,CHN,NL,0,1,11,1,0,0,0,55,17,7,2,9,6,0.258,3.44,2,0,0,1,76,3,7,0,1,3 +penaor01,1973,1,BAL,AL,1,1,11,2,0,0,1,134,36,20,10,8,23,0.218,4.03,1,0,2,0,177,5,20,0,2,2 +penaor01,1973,2,SLN,NL,4,4,42,0,0,0,6,186,60,15,3,14,38,0.251,2.18,4,1,0,1,259,16,17,4,2,6 +perraro01,1973,1,CAL,AL,0,2,8,0,0,0,0,33,11,5,0,7,5,0.289,4.09,0,1,1,0,48,6,5,1,0,2 +perryga01,1973,1,CLE,AL,19,19,41,41,29,7,0,1032,315,129,34,115,238,0.246,3.38,9,17,5,0,1410,0,143,8,3,47 +perryji01,1973,1,DET,AL,14,13,35,34,7,1,0,609,225,91,22,55,66,0.282,4.03,5,2,4,0,867,0,96,4,5,20 +peterfr01,1973,1,NYA,AL,8,15,31,31,6,0,0,553,207,81,18,49,59,0.286,3.95,10,6,7,0,789,0,93,6,3,22 +pinaho01,1973,1,OAK,AL,6,3,47,0,0,0,8,264,58,27,8,34,41,0.193,2.76,5,3,8,0,350,24,31,5,3,14 +pizarju01,1973,1,CHN,NL,0,1,2,0,0,0,0,12,6,5,1,1,3,0.375,11.25,0,1,1,0,21,0,5,1,1,0 +pizarju01,1973,2,HOU,NL,2,2,15,1,0,0,0,70,28,17,1,11,10,0.301,6.56,3,1,1,0,109,3,17,4,0,2 +poledi01,1973,1,BOS,AL,3,2,12,7,0,0,0,164,70,34,4,18,24,0.318,5.60,0,2,0,0,238,4,35,0,0,10 +raudo01,1973,1,LAN,NL,4,2,31,3,0,0,3,191,64,28,5,28,51,0.259,3.96,2,0,1,0,280,14,28,3,1,4 +rayji01,1973,1,HOU,NL,6,4,42,0,0,0,6,207,65,34,5,38,25,0.253,4.43,8,2,3,0,306,15,37,7,1,4 +raziaba01,1973,1,KCA,AL,0,0,2,0,0,0,0,15,6,3,1,1,0,0.316,5.40,1,0,1,0,22,0,3,1,0,0 +reedro01,1973,1,ATL,NL,4,11,20,19,2,0,1,349,133,57,7,31,64,0.287,4.41,6,4,3,0,507,1,71,7,2,10 +renkost01,1973,1,MON,NL,15,11,36,34,9,0,1,749,201,78,26,108,164,0.218,2.81,12,9,1,0,1044,1,94,7,5,19 +reuscri01,1973,1,CHN,NL,14,15,36,36,7,3,0,711,244,79,15,62,168,0.263,3.00,6,10,5,1,1003,0,95,5,2,18 +reussje01,1973,1,HOU,NL,16,13,41,40,12,3,0,838,271,116,17,117,177,0.256,3.74,6,10,3,1,1198,1,123,13,8,27 +reynobo01,1973,1,BAL,AL,7,5,42,1,0,0,9,333,88,24,3,31,77,0.219,1.95,6,3,0,0,443,28,27,5,5,8 +reynoke01,1973,1,ML4,AL,0,1,2,1,0,0,0,22,5,6,1,10,3,0.200,7.36,0,0,1,0,36,1,7,0,0,2 +richajr01,1973,1,HOU,NL,6,2,16,10,2,1,0,216,54,32,2,38,75,0.210,4.00,0,3,1,1,297,2,37,0,1,7 +richepe01,1973,1,LAN,NL,3,3,39,0,0,0,7,153,44,18,5,19,31,0.234,3.18,5,1,1,2,216,21,18,7,1,2 +roberda05,1973,1,HOU,NL,17,11,39,36,12,6,0,748,264,79,15,62,119,0.271,2.85,8,3,2,0,1054,0,92,11,5,22 +rodried01,1973,1,ML4,AL,9,7,30,6,2,0,5,229,71,28,6,47,49,0.247,3.30,7,5,2,1,342,21,33,3,3,7 +rogerst01,1973,1,MON,NL,10,5,17,17,7,3,0,402,93,23,5,49,64,0.199,1.54,3,3,1,1,527,0,28,5,4,14 +romovi01,1973,1,SDN,NL,2,3,49,1,0,0,7,263,85,36,11,46,51,0.262,3.70,8,0,0,0,384,23,43,7,4,10 +rookeji01,1973,1,PIT,NL,10,6,41,18,6,3,5,511,143,54,12,52,122,0.229,2.85,10,4,2,0,694,9,59,11,4,17 +rossga01,1973,1,SDN,NL,4,4,58,0,0,0,0,229,93,46,8,33,44,0.314,5.42,8,4,4,0,352,29,51,6,3,9 +ruthvdi01,1973,1,PHI,NL,6,9,25,23,3,1,1,385,125,60,10,75,98,0.257,4.21,9,8,3,2,568,2,69,1,3,14 +ryanno01,1973,1,CAL,AL,21,16,41,39,26,4,1,978,238,104,18,162,383,0.203,2.87,2,15,7,0,1355,2,113,7,7,24 +ryersga01,1973,1,ML4,AL,0,1,9,4,0,0,0,69,32,20,0,7,10,0.330,7.83,1,0,0,1,109,2,23,2,2,2 +sadecra01,1973,1,NYN,NL,5,4,31,11,1,0,1,350,109,44,11,41,87,0.248,3.39,3,3,1,0,489,7,47,5,3,11 +sandeke01,1973,1,MIN,AL,2,4,27,0,0,0,8,133,53,30,4,21,19,0.299,6.09,1,1,2,0,207,21,31,4,3,5 +sandeke01,1973,2,CLE,AL,5,1,15,0,0,0,5,82,18,5,2,9,14,0.188,1.65,2,0,0,0,107,13,6,2,0,1 +santoal01,1973,1,SLN,NL,0,0,6,0,0,0,0,25,14,5,1,2,2,0.400,5.40,0,1,1,0,40,3,5,1,1,0 +scarcma01,1973,1,PHI,NL,1,8,52,0,0,0,12,212,54,19,3,47,57,0.220,2.42,14,7,1,0,300,26,23,6,0,7 +scherfr01,1973,1,DET,AL,2,2,34,0,0,0,1,185,59,29,6,30,28,0.258,4.23,4,3,3,1,266,17,30,3,1,6 +schuero01,1973,1,ATL,NL,8,7,39,20,4,2,2,558,179,80,24,66,124,0.255,3.87,11,8,0,1,778,7,91,4,6,17 +scottmi02,1973,1,BAL,AL,0,0,1,0,0,0,0,5,2,1,1,2,2,0.286,5.40,0,0,0,0,9,1,1,0,0,0 +scottmi02,1973,2,MON,NL,1,2,22,0,0,0,0,72,27,14,3,9,11,0.287,5.25,0,0,2,0,108,6,14,3,0,2 +seaveto01,1973,1,NYN,NL,19,10,36,36,18,3,0,870,219,67,23,64,251,0.206,2.08,5,5,4,0,1147,0,74,10,5,17 +seelbch01,1973,1,DET,AL,1,0,5,0,0,0,0,21,7,3,1,2,2,0.250,3.86,1,0,0,0,31,0,3,1,0,0 +seguidi01,1973,1,SLN,NL,7,6,65,0,0,0,17,301,78,31,6,53,93,0.211,2.78,12,7,0,0,429,43,35,7,0,3 +sellsda01,1973,1,CAL,AL,7,2,51,0,0,0,10,204,72,28,2,35,25,0.277,3.71,6,8,5,1,308,37,30,4,4,10 +selmadi01,1973,1,PHI,NL,1,1,6,0,0,0,0,24,6,5,1,5,4,0.240,5.63,1,0,0,0,32,1,5,1,1,1 +shanagr01,1973,1,LAN,NL,0,0,7,0,0,0,1,47,14,6,2,4,11,0.230,3.45,0,1,0,0,66,4,6,1,0,0 +shellji01,1973,1,TEX,AL,0,0,2,0,0,0,0,5,0,0,0,0,3,0.000,0.00,0,0,0,0,5,0,0,0,0,0 +shortch02,1973,1,ML4,AL,3,5,42,7,0,0,2,216,86,41,5,44,44,0.299,5.13,7,2,2,0,336,8,42,1,1,2 +siebeso01,1973,1,BOS,AL,0,1,2,0,0,0,0,7,5,2,1,1,5,0.417,7.71,0,0,0,0,13,1,2,0,0,0 +siebeso01,1973,2,TEX,AL,7,11,25,20,1,1,2,359,120,53,11,37,76,0.258,3.99,1,3,3,0,511,3,68,2,4,8 +simpswa01,1973,1,KCA,AL,3,4,16,10,1,0,0,179,66,38,1,35,29,0.284,5.73,0,7,1,1,273,4,39,1,4,7 +singebi01,1973,1,CAL,AL,20,14,40,40,19,2,0,947,280,113,15,130,241,0.235,3.22,5,7,9,1,1348,0,124,13,2,22 +skokcr01,1973,1,BOS,AL,0,1,11,0,0,0,1,86,35,20,2,11,22,0.304,6.28,2,1,0,0,129,7,22,0,3,2 +slatoji01,1973,1,ML4,AL,13,15,38,38,13,3,0,829,266,114,30,99,134,0.251,3.71,4,11,1,0,1170,0,127,4,8,19 +slaybbi01,1973,1,DET,AL,0,0,3,0,0,0,0,6,5,1,0,0,1,0.417,4.50,0,1,1,0,13,1,4,0,0,0 +snookfr01,1973,1,SDN,NL,0,2,18,0,0,0,1,82,19,11,4,18,13,0.200,3.62,0,2,0,0,118,8,15,2,3,2 +solomed01,1973,1,LAN,NL,0,0,4,0,0,0,0,19,10,5,3,4,6,0.357,7.11,0,1,1,0,33,1,5,0,0,1 +sosael01,1973,1,SFN,NL,10,4,71,1,0,0,18,321,95,39,7,41,70,0.241,3.28,8,8,4,1,449,46,42,5,4,11 +spinksc01,1973,1,SLN,NL,1,5,8,8,0,0,0,116,39,21,4,25,25,0.269,4.89,2,0,0,0,174,0,25,3,1,3 +splitpa01,1973,1,KCA,AL,20,11,38,38,12,3,0,786,279,116,19,78,110,0.272,3.98,7,9,5,1,1119,0,135,5,6,40 +spraged01,1973,1,CIN,NL,1,3,28,0,0,0,1,116,35,22,3,22,19,0.246,5.12,7,3,2,1,172,10,22,5,1,1 +spraged01,1973,2,SLN,NL,0,0,8,0,0,0,0,24,8,2,1,4,2,0.276,2.25,0,0,0,0,34,5,2,0,1,2 +spraged01,1973,3,ML4,AL,0,1,7,0,0,0,1,29,13,10,0,14,3,0.317,9.31,5,1,2,0,59,5,11,0,2,1 +stanhdo01,1973,1,TEX,AL,1,7,21,5,1,0,1,210,70,37,5,44,42,0.262,4.76,3,3,2,0,317,10,41,2,2,7 +stonebi01,1973,1,MON,NL,4,8,29,17,0,0,1,290,120,73,12,55,48,0.310,6.80,6,4,6,0,462,6,77,9,5,8 +stonege02,1973,1,NYN,NL,12,3,27,20,2,0,1,444,157,46,16,31,77,0.274,2.80,3,0,0,1,621,5,53,11,5,11 +stonest01,1973,1,CHA,AL,6,11,36,22,3,0,1,529,163,83,11,82,138,0.245,4.24,0,2,7,0,759,7,87,5,1,12 +stottme01,1973,1,NYA,AL,16,16,38,38,19,4,0,819,259,93,13,79,95,0.253,3.07,3,5,5,0,1122,0,112,6,9,37 +strahmi01,1973,1,DET,AL,4,5,22,11,1,0,0,241,84,39,7,39,37,0.273,4.37,1,10,1,0,350,2,45,1,1,12 +stricji01,1973,1,MIN,AL,0,1,7,0,0,0,0,16,11,7,0,5,6,0.440,11.81,0,2,0,0,31,2,8,0,1,0 +strohjo01,1973,1,MON,NL,0,1,17,3,0,0,0,104,34,20,4,22,15,0.260,5.19,2,0,1,0,156,6,20,2,0,2 +strohjo01,1973,2,NYN,NL,0,0,7,0,0,0,0,30,13,9,2,4,5,0.310,8.10,1,1,0,0,46,3,10,0,0,0 +strombr01,1973,1,CLE,AL,2,10,27,18,2,0,0,369,134,63,18,47,91,0.277,4.61,4,13,3,0,540,2,73,5,3,9 +suttodo01,1973,1,LAN,NL,18,10,33,33,14,3,0,769,196,69,18,56,200,0.209,2.42,4,10,5,0,1006,0,78,5,3,23 +swancr01,1973,1,NYN,NL,0,1,3,1,0,0,0,25,16,8,2,2,4,0.432,8.64,0,0,0,0,42,0,9,2,1,0 +tananfr01,1973,1,CAL,AL,2,2,4,4,2,1,0,79,20,9,2,8,22,0.200,3.08,0,2,0,0,108,0,11,0,0,0 +tatumke01,1973,1,BOS,AL,0,0,1,0,0,0,0,12,6,4,2,3,0,0.462,9.00,0,0,0,0,18,0,4,1,1,2 +tayloch02,1973,1,MON,NL,2,0,8,0,0,0,0,61,17,4,3,2,10,0.230,1.77,1,0,0,0,77,4,4,1,0,2 +thompmi01,1973,1,SLN,NL,0,0,2,2,0,0,0,12,1,0,0,5,3,0.077,0.00,0,0,0,0,18,0,0,0,0,0 +tiantlu01,1973,1,BOS,AL,20,13,35,35,23,0,0,816,217,101,32,78,206,0.219,3.34,3,2,7,0,1096,0,105,11,9,13 +tidrodi01,1973,1,CLE,AL,14,16,42,40,13,2,0,824,289,135,31,95,138,0.270,4.42,10,6,8,1,1194,2,150,12,9,25 +timmeto01,1973,1,DET,AL,1,1,17,1,0,0,1,117,39,16,4,11,21,0.258,3.69,1,2,0,0,163,7,17,1,0,5 +timmeto01,1973,2,CLE,AL,8,7,29,15,4,0,2,373,117,68,15,54,62,0.251,4.92,7,9,3,0,529,10,73,2,3,13 +tomlida01,1973,1,CIN,NL,1,2,16,0,0,0,1,83,24,15,5,15,20,0.238,4.88,3,0,0,0,120,7,15,4,0,1 +torremi01,1973,1,MON,NL,9,12,35,34,3,1,0,624,207,103,17,115,90,0.262,4.46,11,14,4,0,921,0,116,7,5,26 +troedri01,1973,1,SDN,NL,7,9,50,18,2,0,1,457,167,72,12,59,81,0.284,4.25,8,2,1,1,661,11,77,7,7,17 +twitcwa01,1973,1,PHI,NL,13,9,34,28,10,5,0,670,172,62,16,99,169,0.219,2.50,9,13,10,0,921,0,71,21,4,18 +upshace01,1973,1,ATL,NL,0,1,5,0,0,0,0,11,8,4,0,2,3,0.444,9.82,1,0,0,0,21,4,5,0,1,0 +upshace01,1973,2,HOU,NL,2,3,35,0,0,0,1,115,38,19,3,15,21,0.259,4.46,4,3,1,0,166,17,21,3,0,3 +vealebo01,1973,1,BOS,AL,2,3,32,0,0,0,11,109,37,14,2,12,25,0.268,3.47,2,1,0,0,154,24,16,4,0,6 +velazca01,1973,1,ML4,AL,2,2,18,0,0,0,2,115,46,11,5,10,12,0.297,2.58,1,0,0,0,168,5,15,2,1,4 +waitsri01,1973,1,TEX,AL,0,0,1,0,0,0,1,3,1,1,0,1,0,0.333,9.00,0,0,0,0,4,1,1,0,0,1 +walkelu01,1973,1,PIT,NL,7,12,37,18,2,1,1,366,129,63,9,66,74,0.270,4.65,8,8,1,0,553,1,75,5,3,13 +walketo02,1973,1,MON,NL,7,5,54,0,0,0,4,275,95,37,7,42,68,0.275,3.63,12,2,3,1,414,27,52,13,9,5 +wallada01,1973,1,PHI,NL,0,0,4,0,0,0,0,11,13,9,1,2,2,0.591,22.09,0,0,0,0,25,0,9,1,0,0 +wallami01,1973,1,PHI,NL,1,1,20,3,1,0,1,100,38,14,1,15,20,0.304,3.78,4,1,0,0,146,5,16,4,2,2 +watted01,1973,1,BAL,AL,3,4,30,0,0,0,5,213,62,26,8,21,38,0.235,3.30,5,1,2,0,290,18,26,3,0,7 +webbha01,1973,1,NYN,NL,0,0,2,0,0,0,0,5,2,2,1,2,1,0.286,10.80,0,1,0,0,9,0,2,0,0,0 +wilcomi01,1973,1,CLE,AL,8,10,26,19,4,0,0,403,143,87,14,68,82,0.275,5.83,9,7,8,0,600,2,90,2,2,11 +willich01,1973,1,SFN,NL,3,0,12,2,0,0,0,69,32,17,2,7,11,0.330,6.65,2,1,0,0,109,2,19,4,1,1 +willoji01,1973,1,SFN,NL,4,5,39,12,1,1,1,369,138,64,21,37,60,0.295,4.68,4,3,3,0,518,10,74,5,5,20 +wilshte01,1973,1,CAL,AL,0,0,1,0,0,0,0,1,0,3,0,2,0,0.000,81.00,0,0,1,0,4,0,3,0,0,0 +wilsobi03,1973,1,PHI,NL,1,3,44,0,0,0,4,146,54,36,7,29,24,0.293,6.66,7,3,0,0,218,22,39,4,1,8 +wilsodo01,1973,1,HOU,NL,11,16,37,32,10,3,2,718,187,85,21,92,149,0.213,3.20,6,7,7,1,988,4,94,6,5,11 +wiseri01,1973,1,SLN,NL,16,12,35,34,14,5,0,777,259,97,18,59,144,0.257,3.37,12,5,3,1,1083,1,113,13,1,18 +woodsdi01,1973,1,MIN,AL,10,8,23,23,4,2,0,424,137,62,12,68,53,0.254,3.95,0,6,2,0,615,0,68,3,2,11 +woodwi01,1973,1,CHA,AL,24,20,49,48,21,4,0,1078,381,138,25,91,199,0.270,3.46,3,7,7,0,1531,1,166,12,11,32 +wrighcl01,1973,1,CAL,AL,11,19,37,36,13,1,0,771,273,105,26,76,65,0.273,3.68,0,4,3,0,1102,1,120,14,8,28 +wrighke01,1973,1,KCA,AL,6,5,25,12,1,0,0,242,60,44,6,82,75,0.210,4.91,0,2,0,0,372,6,48,1,3,6 +yorkji01,1973,1,HOU,NL,3,4,41,0,0,0,6,159,65,26,4,20,22,0.305,4.42,5,3,1,0,240,27,26,4,2,6 +zachach02,1973,1,PIT,NL,0,1,6,0,0,0,1,36,10,4,1,1,6,0.222,3.00,0,1,0,0,48,2,4,1,1,0 +zahnge01,1973,1,LAN,NL,1,0,6,1,0,0,0,40,5,2,2,2,9,0.116,1.35,0,1,0,0,48,2,2,3,0,0 +abbotgl01,1974,1,OAK,AL,5,7,19,17,3,0,0,288,89,32,4,34,38,0.247,3.00,3,3,3,0,401,0,38,2,1,6 +acostcy01,1974,1,CHA,AL,0,3,27,0,0,0,3,137,43,19,3,18,19,0.256,3.74,2,1,5,0,198,14,22,3,4,5 +akerja01,1974,1,ATL,NL,0,1,17,0,0,0,0,50,17,7,3,9,7,0.298,3.78,2,0,0,0,71,8,11,3,2,5 +akerja01,1974,2,NYN,NL,2,1,24,0,0,0,2,124,33,16,4,14,18,0.213,3.48,1,1,2,0,173,16,18,1,1,4 +alburvi01,1974,1,MIN,AL,8,9,32,22,4,1,0,492,159,75,19,80,85,0.259,4.12,1,4,6,0,707,4,83,2,4,12 +alexado01,1974,1,BAL,AL,6,9,30,12,2,0,0,343,127,51,7,43,40,0.290,4.01,4,6,4,0,497,9,65,8,4,18 +allenll01,1974,1,TEX,AL,0,1,14,0,0,0,0,66,24,16,2,18,18,0.276,6.55,0,2,1,0,109,8,17,1,2,1 +allenll01,1974,2,CHA,AL,0,1,6,2,0,0,0,21,7,8,0,12,3,0.259,10.29,1,1,1,0,40,2,9,0,0,1 +anderla01,1974,1,ML4,AL,0,0,2,0,0,0,0,7,2,0,0,1,3,0.250,0.00,0,1,0,0,9,2,0,0,0,0 +apodabo01,1974,1,NYN,NL,6,6,35,8,1,0,3,309,92,40,7,42,54,0.241,3.50,9,3,2,3,434,15,47,6,2,9 +arlinst01,1974,1,SDN,NL,1,7,16,12,1,0,1,192,85,42,5,37,18,0.326,5.91,4,6,2,1,310,2,46,6,4,2 +arlinst01,1974,2,CLE,AL,2,5,11,10,1,0,0,131,59,32,1,22,20,0.333,6.60,4,5,0,0,200,1,34,0,1,7 +bahnsst01,1974,1,CHA,AL,12,15,38,35,10,1,0,649,230,113,17,110,102,0.277,4.70,6,8,4,1,958,2,128,8,6,32 +baneydi01,1974,1,CIN,NL,1,0,22,1,0,0,1,123,51,25,4,17,12,0.305,5.49,2,1,0,0,188,9,27,2,2,4 +barbest01,1974,1,SFN,NL,0,1,13,0,0,0,1,41,13,8,0,12,13,0.250,5.27,1,2,0,0,66,6,12,2,1,1 +barera01,1974,1,SLN,NL,1,2,10,3,0,0,0,73,25,16,2,9,6,0.281,5.92,0,3,0,0,102,3,17,3,1,2 +barrifr01,1974,1,CHA,AL,0,0,2,0,0,0,0,6,7,6,0,2,2,0.538,27.00,0,0,0,0,15,1,6,0,0,0 +barrji01,1974,1,SFN,NL,13,9,44,27,11,5,2,719,223,73,17,47,84,0.251,2.74,10,3,2,4,959,5,81,14,6,22 +barrst01,1974,1,BOS,AL,1,0,1,1,1,0,0,27,7,4,0,6,3,0.212,4.00,0,2,0,0,39,0,4,0,0,1 +beardmi01,1974,1,ATL,NL,0,0,6,0,0,0,0,28,5,3,1,1,7,0.156,2.89,0,0,1,0,34,3,3,0,0,1 +beenefr01,1974,1,NYA,AL,0,0,6,0,0,0,1,30,9,3,1,2,10,0.231,2.70,0,0,1,0,42,3,4,0,0,0 +beenefr01,1974,2,CLE,AL,4,4,32,0,0,0,2,219,68,40,7,26,35,0.247,4.93,2,1,1,0,307,14,44,1,3,4 +bellje01,1974,1,ML4,AL,1,0,5,0,0,0,0,42,17,4,2,5,4,0.315,2.57,0,2,0,0,59,0,6,0,0,2 +bibbyji01,1974,1,TEX,AL,19,19,41,41,11,5,0,792,255,139,25,113,149,0.255,4.74,4,11,9,1,1134,0,146,5,6,21 +billija01,1974,1,CIN,NL,19,11,36,35,8,3,0,637,233,93,16,64,103,0.288,3.94,9,4,6,2,899,1,105,15,5,30 +birddo01,1974,1,KCA,AL,7,6,55,1,1,0,10,277,100,28,6,27,62,0.286,2.73,9,1,1,0,390,44,31,6,6,9 +blairde01,1974,1,MON,NL,11,7,22,22,4,1,0,438,113,53,7,72,76,0.210,3.27,4,4,5,2,623,0,61,4,3,12 +blassst01,1974,1,PIT,NL,0,0,1,0,0,0,0,15,5,5,2,7,2,0.238,9.00,0,1,0,0,28,1,8,0,0,1 +bluevi01,1974,1,OAK,AL,17,15,40,40,12,1,0,847,246,102,17,98,174,0.237,3.25,7,9,1,0,1159,0,118,7,12,35 +blylebe01,1974,1,MIN,AL,17,17,37,37,19,3,0,843,244,83,14,77,249,0.233,2.66,3,3,9,0,1149,0,99,13,5,22 +bonhabi01,1974,1,CHN,NL,11,22,44,36,10,2,1,728,246,104,13,109,191,0.263,3.86,8,13,6,8,1079,6,133,23,5,17 +borbope01,1974,1,CIN,NL,10,7,73,0,0,0,14,417,133,50,11,32,53,0.255,3.24,16,4,4,2,570,44,54,7,6,18 +bosmadi01,1974,1,CLE,AL,7,5,25,18,2,1,0,382,126,58,13,29,56,0.255,4.10,3,3,1,1,529,2,69,3,2,7 +bradlto01,1974,1,SFN,NL,8,11,30,21,2,0,0,403,152,77,15,52,72,0.282,5.16,4,2,1,0,609,3,90,10,7,7 +brettke01,1974,1,PIT,NL,13,9,27,27,10,3,0,573,192,70,9,52,96,0.257,3.30,9,4,2,2,807,0,81,4,3,11 +breweji01,1974,1,LAN,NL,4,4,24,0,0,0,0,118,29,11,5,10,26,0.207,2.52,1,2,0,0,156,18,14,5,1,1 +brilene01,1974,1,KCA,AL,5,7,18,17,3,0,0,309,118,46,9,21,41,0.293,4.02,1,1,2,0,432,0,48,4,2,13 +brobepe01,1974,1,TEX,AL,0,4,12,2,0,0,0,87,29,26,7,13,15,0.264,8.07,0,2,1,0,128,2,29,3,1,3 +brownja01,1974,1,TEX,AL,13,12,35,26,9,2,0,650,219,86,13,74,134,0.265,3.57,4,6,4,1,914,2,97,6,4,23 +bryanro01,1974,1,SFN,NL,3,15,41,23,0,0,0,380,142,79,11,68,75,0.286,5.61,4,2,4,0,593,5,92,18,6,12 +burgmto01,1974,1,MIN,AL,5,3,50,0,0,0,4,275,92,46,7,26,34,0.270,4.52,2,3,2,0,381,25,46,5,7,14 +burrira01,1974,1,CHN,NL,3,5,40,5,0,0,1,225,91,55,8,26,40,0.300,6.60,6,10,4,3,344,14,61,7,4,3 +busbyst01,1974,1,KCA,AL,22,14,38,38,20,3,0,877,284,110,14,92,198,0.258,3.39,6,5,9,2,1220,0,118,13,5,20 +busketo01,1974,1,NYA,AL,0,1,4,0,0,0,1,17,10,4,1,3,3,0.400,6.35,1,0,1,0,30,2,4,1,0,0 +busketo01,1974,2,CLE,AL,2,6,51,0,0,0,17,279,93,33,10,33,40,0.263,3.19,8,1,1,0,400,40,36,6,6,8 +butlebi02,1974,1,MIN,AL,4,6,26,12,2,0,1,296,91,45,9,56,79,0.251,4.10,2,0,1,0,427,7,47,4,4,7 +caldwmi01,1974,1,SFN,NL,14,5,31,27,6,2,0,568,176,62,17,63,83,0.249,2.95,1,2,4,0,788,3,80,8,7,28 +campbbi02,1974,1,MIN,AL,8,7,63,0,0,0,19,361,109,35,4,55,89,0.242,2.62,4,5,2,1,514,55,37,5,1,12 +caprabu01,1974,1,ATL,NL,16,8,39,27,11,5,1,651,163,55,13,84,137,0.208,2.28,6,7,3,1,886,6,67,12,4,14 +carltst01,1974,1,PHI,NL,16,13,39,39,17,1,0,873,249,104,21,136,240,0.234,3.22,8,11,5,4,1227,0,118,13,8,27 +carrido01,1974,1,MON,NL,5,2,22,3,0,0,1,180,56,20,6,17,31,0.249,3.00,4,2,3,0,252,8,22,4,3,3 +carrocl02,1974,1,CIN,NL,12,5,57,3,0,0,6,302,96,24,3,30,46,0.256,2.15,9,3,0,1,419,30,27,10,4,11 +carroto02,1974,1,CIN,NL,4,3,16,13,0,0,0,235,68,32,11,44,37,0.231,3.68,3,3,0,2,344,1,44,6,0,3 +castrbi01,1974,1,ML4,AL,0,0,8,0,0,0,0,54,19,9,2,5,10,0.264,4.50,0,1,0,0,78,2,10,0,1,1 +champbi01,1974,1,ML4,AL,11,4,31,23,2,0,0,485,168,65,12,49,60,0.270,3.62,3,4,0,0,680,2,72,3,5,14 +chrisla01,1974,1,PHI,NL,1,1,10,1,0,0,2,69,20,11,2,15,18,0.241,4.30,3,1,0,0,99,6,11,1,0,3 +clemola01,1974,1,BOS,AL,1,0,6,0,0,0,0,19,8,7,1,4,1,0.296,9.95,3,3,1,0,32,4,8,0,0,1 +clevere01,1974,1,BOS,AL,12,14,41,27,10,0,0,664,234,106,25,69,103,0.271,4.31,5,6,9,1,960,10,121,11,8,15 +clydeda01,1974,1,TEX,AL,3,9,28,21,4,0,0,351,129,57,14,47,52,0.286,4.38,0,8,4,0,512,4,64,5,5,9 +colboji01,1974,1,ML4,AL,10,13,33,31,10,1,0,672,230,101,27,60,83,0.268,4.06,4,3,6,0,938,2,104,9,4,18 +colemjo05,1974,1,DET,AL,14,12,41,41,11,2,0,857,272,137,30,158,177,0.254,4.32,13,13,12,0,1262,0,160,16,6,26 +corbira01,1974,1,MIN,AL,7,6,29,15,1,0,0,337,133,66,8,40,50,0.294,5.29,4,3,3,0,508,6,78,8,5,10 +corkimi01,1974,1,SDN,NL,2,2,25,2,0,0,0,169,53,30,5,32,41,0.255,4.79,4,1,1,3,246,5,32,3,2,5 +cosgrmi01,1974,1,HOU,NL,7,3,45,0,0,0,2,270,76,35,2,39,47,0.232,3.50,3,3,1,0,373,17,35,2,4,13 +cramje01,1974,1,NYN,NL,0,1,10,0,0,0,0,67,22,4,1,4,8,0.278,1.61,3,1,0,0,84,2,4,0,0,7 +cuellmi01,1974,1,BAL,AL,22,10,38,38,20,5,0,808,253,93,17,86,106,0.252,3.11,4,2,2,0,1111,0,106,11,8,31 +culvege01,1974,1,PHI,NL,1,0,14,0,0,0,0,65,20,16,1,16,9,0.263,6.65,1,2,1,0,98,3,16,4,2,3 +cumbejo01,1974,1,CAL,AL,0,1,17,0,0,0,0,65,24,9,2,10,12,0.289,3.74,2,0,0,0,94,9,9,0,1,4 +curtijo01,1974,1,SLN,NL,10,14,33,29,5,2,1,585,199,82,15,83,89,0.267,3.78,6,3,2,0,847,2,91,12,5,28 +dacqujo01,1974,1,SFN,NL,12,14,38,36,5,1,0,645,182,90,13,124,167,0.226,3.77,7,9,6,2,936,1,101,2,1,15 +dalcabr01,1974,1,KCA,AL,8,10,31,22,9,2,0,526,135,61,5,82,96,0.211,3.13,3,16,5,0,736,4,71,6,4,13 +darcypa01,1974,1,CIN,NL,1,0,6,2,0,0,0,51,17,7,2,8,14,0.262,3.71,1,1,0,0,73,0,7,0,0,3 +deckejo01,1974,1,MIN,AL,16,14,37,37,11,1,0,746,234,91,24,97,158,0.252,3.29,1,9,2,0,1047,0,105,10,8,25 +delosra01,1974,1,HOU,NL,1,1,12,0,0,0,0,37,11,3,0,9,7,0.234,2.19,4,0,0,0,57,5,6,0,1,2 +demerla01,1974,1,PIT,NL,6,6,19,15,2,0,0,286,95,45,12,51,51,0.262,4.25,5,2,0,1,420,0,47,4,3,10 +demoldo01,1974,1,MON,NL,1,0,25,1,0,0,0,173,46,20,7,21,47,0.223,3.12,1,0,0,0,232,12,21,5,0,4 +dennyjo01,1974,1,SLN,NL,0,0,2,0,0,0,0,6,3,0,0,0,1,0.273,0.00,0,0,0,0,11,0,2,0,0,0 +dettoto01,1974,1,CHN,NL,3,5,16,9,0,0,0,194,64,30,4,31,43,0.255,4.18,3,0,6,0,293,5,39,3,2,4 +dierkla01,1974,1,HOU,NL,11,10,33,33,7,3,0,671,189,72,18,82,150,0.232,2.90,4,8,6,3,913,0,76,8,4,24 +dioriro01,1974,1,PHI,NL,0,0,2,0,0,0,0,3,2,2,1,1,0,0.400,18.00,0,0,0,0,6,1,2,0,0,0 +dobsoch01,1974,1,CAL,AL,2,3,5,5,2,0,0,90,39,19,3,13,16,0.315,5.70,1,3,0,0,137,0,19,0,0,4 +dobsopa01,1974,1,NYA,AL,19,15,39,39,12,2,0,843,282,96,23,75,157,0.262,3.07,5,6,4,1,1170,0,111,10,3,27 +downial01,1974,1,LAN,NL,5,6,21,16,1,1,0,295,94,40,7,45,63,0.255,3.66,0,3,3,0,427,2,52,7,4,10 +dragodi01,1974,1,BOS,AL,7,10,33,18,8,0,3,527,165,68,17,56,90,0.251,3.48,9,5,5,0,729,10,71,8,3,11 +dunnist01,1974,1,TEX,AL,0,0,1,0,0,0,0,7,3,5,2,3,1,0.333,19.29,1,0,0,0,12,0,5,0,0,1 +easteja01,1974,1,ATL,NL,0,0,3,0,0,0,0,8,6,5,0,4,0,0.400,16.88,0,0,0,1,19,1,7,0,0,0 +eastwra01,1974,1,CIN,NL,0,0,8,0,0,0,2,53,12,4,1,5,14,0.188,2.04,0,0,0,0,71,5,5,1,1,0 +ellinbr01,1974,1,CLE,AL,1,1,16,2,0,0,0,126,45,15,5,17,16,0.278,3.21,4,1,0,0,185,4,21,2,4,2 +ellisdo01,1974,1,PIT,NL,12,9,26,26,9,0,0,530,163,62,13,41,91,0.242,3.16,5,5,7,1,731,0,71,6,3,12 +enyarte01,1974,1,MON,NL,0,0,2,0,0,0,0,5,4,3,0,4,2,0.444,16.20,0,0,0,0,13,0,6,0,0,0 +espinni01,1974,1,NYN,NL,0,0,2,1,0,0,0,27,12,5,1,0,2,0.324,5.00,0,0,0,2,39,0,5,2,0,0 +farmeed01,1974,1,PHI,NL,2,1,14,3,0,0,0,93,41,29,5,27,20,0.323,8.42,0,5,0,0,159,5,32,2,3,1 +fifeda01,1974,1,MIN,AL,0,0,4,0,0,0,0,14,10,9,0,4,3,0.417,17.36,0,1,1,0,29,1,11,0,0,1 +figueed01,1974,1,CAL,AL,2,8,25,12,5,1,0,316,119,43,3,36,49,0.293,3.67,2,0,4,1,455,4,46,7,3,9 +fingero01,1974,1,OAK,AL,9,5,76,0,0,0,18,357,104,35,5,29,95,0.240,2.65,6,1,1,1,483,60,41,8,12,11 +fitzmal01,1974,1,KCA,AL,13,6,34,27,9,4,1,570,189,59,8,63,53,0.260,2.79,10,10,0,0,806,1,73,12,4,18 +folkeri01,1974,1,SLN,NL,6,2,55,0,0,0,2,270,65,30,4,38,57,0.207,3.00,10,3,2,0,363,17,31,4,5,13 +forscbo01,1974,1,SLN,NL,7,4,19,14,5,2,0,300,84,33,5,34,39,0.230,2.97,4,6,1,0,408,0,38,4,4,14 +forscke01,1974,1,HOU,NL,8,7,70,0,0,0,10,310,98,32,3,37,48,0.255,2.79,13,4,4,1,435,40,38,3,6,12 +forstte01,1974,1,CHA,AL,7,8,59,1,0,0,24,403,120,54,6,48,105,0.244,3.62,3,9,8,0,561,49,57,9,6,16 +fosteal01,1974,1,SLN,NL,7,10,31,25,5,1,0,487,167,70,16,61,78,0.268,3.88,7,3,3,1,697,2,81,7,3,16 +foucast01,1974,1,TEX,AL,8,9,69,0,0,0,12,433,123,36,8,40,106,0.235,2.24,5,3,5,0,584,53,51,7,7,15 +frailke01,1974,1,CHN,NL,6,9,55,16,1,0,1,376,150,54,11,43,71,0.296,3.88,10,9,1,0,556,7,65,3,3,10 +freisda01,1974,1,SDN,NL,9,14,33,31,6,2,0,635,194,86,13,112,130,0.242,3.66,9,12,7,2,932,1,100,5,4,14 +friseda01,1974,1,ATL,NL,3,4,36,1,0,0,6,125,37,24,4,28,27,0.240,5.18,8,1,0,0,187,26,26,5,0,4 +frymawo01,1974,1,DET,AL,6,9,27,22,4,1,0,425,120,68,16,67,92,0.233,4.32,2,0,4,1,598,4,73,9,3,8 +garbege01,1974,1,KCA,AL,1,2,17,0,0,0,1,84,35,15,3,13,14,0.313,4.82,9,2,1,0,132,4,21,6,0,5 +garbege01,1974,2,PHI,NL,4,0,34,0,0,0,4,144,39,11,1,31,27,0.236,2.06,15,3,1,1,205,16,15,6,2,6 +garcira02,1974,1,SDN,NL,0,0,8,0,0,0,0,31,15,7,1,7,9,0.357,6.10,2,1,0,0,53,2,8,2,2,0 +garlawa01,1974,1,BAL,AL,5,5,20,6,0,0,1,273,68,30,5,26,40,0.211,2.97,3,1,3,0,360,8,37,4,5,9 +garmami01,1974,1,SLN,NL,7,2,64,0,0,0,6,245,66,24,4,27,45,0.228,2.64,10,2,2,0,328,30,26,8,0,12 +gebhabo01,1974,1,MON,NL,0,0,1,0,0,0,0,6,5,1,1,0,0,0.500,4.50,0,0,0,0,11,1,1,1,0,0 +gentrga01,1974,1,ATL,NL,0,0,3,1,0,0,0,20,4,1,1,2,0,0.167,1.35,0,0,1,0,27,0,1,0,0,0 +gerharu01,1974,1,SDN,NL,2,1,23,1,0,0,1,107,44,28,1,17,22,0.308,7.07,5,2,2,1,165,7,28,1,2,5 +gibsobo01,1974,1,SLN,NL,11,13,33,33,9,1,0,720,236,102,24,104,129,0.259,3.83,14,2,5,3,1041,0,111,11,9,18 +gilbrbi01,1974,1,CAL,AL,0,0,3,0,0,0,0,4,2,2,0,1,0,0.400,13.50,0,0,0,0,7,0,2,0,1,0 +giustda01,1974,1,PIT,NL,7,5,64,2,0,0,12,317,101,39,2,40,53,0.258,3.32,11,7,0,1,445,41,43,8,6,7 +gogolbi01,1974,1,CLE,AL,0,0,5,0,0,0,0,41,15,7,1,2,3,0.283,4.61,0,0,1,0,56,2,7,0,0,2 +goltzda01,1974,1,MIN,AL,10,10,28,24,5,1,1,523,192,63,14,45,89,0.282,3.25,1,4,7,0,746,1,81,7,6,14 +gossari01,1974,1,CHA,AL,4,6,39,3,0,0,1,268,92,41,4,47,64,0.272,4.13,7,2,2,1,397,19,45,6,4,9 +grangwa01,1974,1,CHA,AL,0,0,5,0,0,0,0,23,16,7,1,3,4,0.432,8.22,0,0,0,0,40,3,8,0,0,1 +greifbi01,1974,1,SDN,NL,9,19,43,35,7,1,1,678,244,117,17,95,137,0.279,4.66,11,10,14,2,1007,4,126,15,9,12 +griffto02,1974,1,HOU,NL,14,10,34,34,8,3,0,633,202,83,14,89,110,0.250,3.54,7,11,5,3,918,0,97,10,6,16 +grimsro02,1974,1,BAL,AL,18,13,40,39,17,4,1,887,267,101,26,76,158,0.244,3.07,9,9,3,0,1198,1,111,14,10,20 +gulledo01,1974,1,CIN,NL,17,11,36,35,10,3,0,729,201,82,22,88,183,0.222,3.04,8,8,2,0,1010,1,93,10,3,10 +gurala01,1974,1,NYA,AL,5,1,8,8,4,2,0,168,54,15,2,12,17,0.248,2.41,1,0,0,0,230,0,17,0,0,0 +haliced01,1974,1,SFN,NL,1,8,16,11,2,0,0,223,84,35,6,31,40,0.275,4.24,8,4,2,3,348,0,49,5,4,0 +hallto01,1974,1,CIN,NL,3,1,40,1,0,0,1,192,54,29,9,30,48,0.232,4.08,0,5,0,0,269,16,32,4,2,4 +hamilda01,1974,1,OAK,AL,7,4,29,18,1,1,0,351,104,41,10,48,69,0.241,3.15,3,2,5,0,490,3,45,2,4,10 +handsbi01,1974,1,MIN,AL,4,5,35,10,0,0,3,346,130,57,9,25,74,0.284,4.45,0,2,4,1,492,16,57,5,1,12 +handsbi01,1974,2,TEX,AL,2,0,2,2,1,1,0,42,11,3,0,3,4,0.208,1.93,0,0,0,0,56,0,3,0,0,0 +hardyla01,1974,1,SDN,NL,9,4,76,1,0,0,2,305,129,53,9,44,57,0.317,4.69,14,4,0,0,468,25,58,13,4,10 +hargast01,1974,1,TEX,AL,12,9,37,27,8,2,0,560,202,82,15,48,98,0.275,3.95,4,8,5,0,804,0,103,7,9,21 +harriro01,1974,1,ATL,NL,6,11,20,20,3,0,0,378,148,66,12,49,46,0.294,4.71,1,2,3,2,562,0,70,4,2,7 +hasslan01,1974,1,CAL,AL,7,11,23,22,10,2,1,486,132,47,10,79,76,0.225,2.61,2,7,9,1,684,1,64,8,1,28 +hendejo01,1974,1,CHA,AL,1,0,5,3,0,0,0,45,21,14,2,11,12,0.328,8.40,0,0,0,0,76,0,15,1,0,2 +hernaje01,1974,1,PHI,NL,2,3,27,0,0,0,1,124,53,27,6,25,16,0.323,5.88,1,4,0,0,192,15,31,2,1,6 +hernara01,1974,1,PIT,NL,5,2,58,0,0,0,2,206,68,21,3,18,33,0.258,2.75,8,0,2,1,288,31,21,4,0,4 +hilgeto01,1974,1,CLE,AL,4,3,35,0,0,0,3,145,58,26,6,17,23,0.302,4.84,6,0,1,0,218,11,26,3,5,3 +hillejo01,1974,1,DET,AL,17,14,59,0,0,0,13,450,127,44,10,62,134,0.231,2.64,19,7,3,0,633,52,51,11,7,10 +hoernjo01,1974,1,KCA,AL,2,3,30,0,0,0,2,106,32,15,3,12,24,0.244,3.82,5,1,4,1,153,11,15,3,3,1 +holdsfr01,1974,1,DET,AL,0,3,8,5,0,0,0,107,40,17,4,14,16,0.286,4.29,3,1,1,0,158,2,20,3,0,2 +holtzke01,1974,1,OAK,AL,19,17,39,38,9,3,0,766,273,87,14,51,117,0.272,3.07,3,5,3,0,1073,0,111,10,4,17 +hooddo01,1974,1,BAL,AL,1,1,20,2,0,0,1,172,47,22,1,20,26,0.223,3.45,1,1,0,0,234,11,26,2,1,5 +hootele01,1974,1,OAK,AL,0,0,6,0,0,0,0,25,6,3,1,4,1,0.207,3.24,0,0,1,0,35,2,3,0,1,1 +hootobu01,1974,1,CHN,NL,7,11,48,21,3,1,1,529,214,94,16,51,94,0.299,4.80,6,7,3,0,791,9,112,12,9,14 +houghch01,1974,1,LAN,NL,9,4,49,0,0,0,1,288,65,40,12,40,63,0.196,3.75,2,4,4,0,389,16,45,6,8,5 +houseto01,1974,1,ATL,NL,6,2,56,0,0,0,11,308,74,22,5,27,64,0.203,1.93,8,2,3,0,404,38,26,6,4,9 +hraboal01,1974,1,SLN,NL,8,1,65,0,0,0,9,265,71,29,3,38,82,0.221,2.95,7,4,1,0,368,31,34,4,4,6 +hudsore01,1974,1,LAN,NL,0,0,1,0,0,0,0,6,6,5,2,0,0,0.500,22.50,0,0,0,0,12,0,5,0,0,0 +hugheji03,1974,1,MIN,AL,0,2,2,2,1,0,0,31,8,6,2,4,8,0.216,5.23,0,1,0,1,42,0,8,1,0,0 +hunteca01,1974,1,OAK,AL,25,12,41,41,23,6,0,955,268,88,25,46,143,0.229,2.49,2,1,4,0,1240,0,97,9,10,15 +hutsohe01,1974,1,CHN,NL,0,2,20,2,0,0,0,86,24,11,3,15,22,0.233,3.45,1,2,1,0,126,11,15,3,4,3 +jacksgr01,1974,1,BAL,AL,6,4,49,0,0,0,12,200,48,19,7,22,56,0.198,2.57,4,2,1,0,272,32,19,4,3,3 +jeffeje01,1974,1,BAL,AL,1,0,20,2,0,0,0,172,55,28,2,38,31,0.261,4.40,2,2,0,0,253,7,30,2,2,8 +jenkife01,1974,1,TEX,AL,25,12,41,41,29,6,0,985,286,103,27,45,225,0.232,2.82,3,4,8,2,1305,0,117,9,12,17 +jimenju01,1974,1,PIT,NL,0,0,4,0,0,0,0,12,6,3,0,2,2,0.353,6.75,0,0,0,1,19,1,4,0,0,1 +johnsba01,1974,1,CHA,AL,10,4,18,18,8,2,0,365,105,37,6,32,76,0.229,2.74,2,1,1,0,493,0,42,1,1,11 +johnsbo03,1974,1,CLE,AL,3,4,14,10,0,0,0,216,75,35,12,37,36,0.273,4.38,5,2,3,1,324,0,42,6,3,5 +johnsda03,1974,1,BAL,AL,2,2,11,0,0,0,2,46,17,5,1,5,6,0.274,2.93,3,0,0,0,67,6,5,0,0,1 +johnsje01,1974,1,HOU,NL,2,1,34,0,0,0,0,135,47,24,2,24,32,0.276,4.80,7,2,0,0,201,17,26,4,3,5 +johnsmi01,1974,1,SDN,NL,0,2,18,0,0,0,0,64,29,11,1,15,15,0.326,4.64,5,0,1,0,109,10,13,2,2,4 +johnsto02,1974,1,MIN,AL,2,0,4,0,0,0,1,21,4,0,0,0,4,0.167,0.00,0,0,0,0,24,4,1,0,0,1 +johnto01,1974,1,LAN,NL,13,3,22,22,5,3,0,459,133,44,4,42,78,0.235,2.59,0,5,1,0,616,0,51,3,3,10 +jonesra01,1974,1,SDN,NL,8,22,40,34,4,1,2,625,217,103,16,78,124,0.270,4.45,12,4,5,0,908,5,118,15,7,18 +kaatji01,1974,1,CHA,AL,21,13,42,39,15,3,0,832,263,90,18,63,142,0.250,2.92,3,4,6,0,1139,0,106,6,10,26 +kernji01,1974,1,CLE,AL,0,1,4,3,1,0,0,46,16,8,1,14,11,0.262,4.70,1,0,0,1,76,0,9,0,1,1 +kirbycl01,1974,1,CIN,NL,12,9,36,35,7,1,0,692,210,84,15,91,160,0.243,3.28,3,15,2,0,981,0,97,14,8,14 +kirkwdo01,1974,1,CAL,AL,0,0,3,0,0,0,0,22,12,7,0,6,4,0.375,8.59,0,1,0,0,38,0,8,0,0,1 +kisonbr01,1974,1,PIT,NL,9,8,40,16,1,0,2,387,123,50,8,57,71,0.247,3.49,7,6,11,2,574,11,64,3,6,12 +klinest01,1974,1,NYA,AL,2,2,4,4,0,0,0,78,26,10,3,5,6,0.263,3.46,0,1,1,0,106,0,12,1,0,3 +klinest01,1974,2,CLE,AL,3,8,16,11,1,0,0,213,70,40,9,31,17,0.266,5.07,2,2,4,1,303,1,44,3,2,13 +knowlda01,1974,1,OAK,AL,3,3,45,1,0,0,3,160,61,25,6,35,18,0.296,4.22,3,2,2,0,250,18,29,3,4,6 +kobelke01,1974,1,ML4,AL,6,14,34,24,3,2,0,508,166,75,16,54,74,0.258,3.99,1,3,2,0,712,3,84,6,6,14 +koniedo01,1974,1,HOU,NL,0,3,6,3,0,0,0,48,18,14,0,12,8,0.290,7.88,1,2,2,1,77,1,15,1,0,1 +koosmje01,1974,1,NYN,NL,15,11,35,35,13,0,0,795,258,99,16,85,188,0.258,3.36,7,8,7,1,1118,0,113,12,12,21 +krausle02,1974,1,ATL,NL,4,3,29,4,0,0,0,200,65,31,3,32,27,0.258,4.19,4,2,2,0,293,10,32,6,1,5 +kremmji01,1974,1,CHN,NL,0,2,23,2,0,0,0,93,37,18,3,18,22,0.303,5.23,0,4,1,2,147,4,21,2,4,4 +kucekja01,1974,1,CHA,AL,1,4,9,7,0,0,0,113,48,22,3,21,25,0.320,5.26,0,0,1,0,175,2,25,1,2,2 +lagrole01,1974,1,DET,AL,8,19,37,34,11,0,0,649,245,112,21,80,85,0.287,4.66,8,12,3,0,948,0,132,9,3,22 +langedi01,1974,1,CAL,AL,3,8,21,18,1,0,0,341,111,48,10,47,57,0.248,3.80,0,3,4,1,504,0,63,2,3,7 +larocda01,1974,1,CHN,NL,5,6,49,4,0,0,5,276,103,49,9,47,49,0.286,4.79,7,6,3,3,422,21,54,10,2,8 +lavelga01,1974,1,SFN,NL,0,3,10,0,0,0,0,50,14,4,1,10,12,0.222,2.16,2,0,0,0,75,4,7,2,0,3 +laxtobi01,1974,1,SDN,NL,0,1,30,1,0,0,0,134,37,20,5,38,40,0.226,4.03,8,4,3,0,210,7,22,2,3,3 +leebi03,1974,1,BOS,AL,17,15,38,37,16,1,0,847,320,110,25,67,95,0.290,3.51,0,3,4,0,1190,0,123,10,5,39 +lemanda01,1974,1,DET,AL,2,1,22,3,0,0,0,236,79,35,12,44,52,0.261,4.00,6,4,2,0,352,10,43,2,1,12 +leonade01,1974,1,KCA,AL,0,4,5,4,0,0,0,66,28,13,0,12,8,0.329,5.32,0,0,3,0,105,0,15,5,0,4 +leonma01,1974,1,ATL,NL,4,7,34,2,1,1,3,225,68,22,5,14,38,0.242,2.64,3,2,1,1,298,15,22,2,0,6 +lerscba01,1974,1,SLN,NL,0,0,1,0,0,0,0,4,3,6,1,5,0,0.429,40.50,0,0,0,0,12,0,6,0,0,0 +lindbpa01,1974,1,OAK,AL,4,4,45,2,0,0,6,302,85,23,4,30,46,0.231,2.06,11,0,2,0,412,22,30,6,6,11 +linzyfr01,1974,1,PHI,NL,3,2,22,0,0,0,0,74,27,9,1,7,12,0.284,3.28,1,0,0,0,103,11,11,1,0,3 +lockwsk01,1974,1,CAL,AL,2,5,37,2,0,0,1,244,81,39,8,32,39,0.265,4.32,4,3,5,1,355,23,42,7,4,3 +lolicmi01,1974,1,DET,AL,16,21,41,41,27,3,0,924,310,142,38,78,202,0.268,4.15,11,10,3,0,1263,0,155,17,10,24 +lonboji01,1974,1,PHI,NL,17,13,39,39,16,3,0,849,280,101,22,70,121,0.261,3.21,11,5,6,0,1168,0,113,13,6,29 +lopezau01,1974,1,KCA,AL,0,0,8,1,0,0,0,48,21,10,0,10,5,0.344,5.63,0,1,0,0,76,5,12,3,2,3 +lylesp01,1974,1,NYA,AL,9,3,66,0,0,0,15,342,93,21,6,43,89,0.225,1.66,7,7,1,0,469,59,30,8,5,9 +maricju01,1974,1,BOS,AL,5,1,11,9,0,0,0,172,61,31,3,14,21,0.270,4.87,1,0,2,2,244,1,32,1,1,3 +marshmi01,1974,1,LAN,NL,15,12,106,0,0,0,21,625,191,56,9,56,143,0.247,2.42,1,5,1,3,857,83,66,22,5,18 +martiti01,1974,1,NYA,AL,0,0,10,0,0,0,0,38,14,6,0,9,10,0.286,4.26,2,4,1,2,60,4,7,0,1,0 +matlajo01,1974,1,NYN,NL,13,15,34,34,14,7,0,796,221,71,8,76,195,0.226,2.41,11,4,5,1,1076,0,82,8,7,18 +mayru01,1974,1,CAL,AL,0,1,18,3,0,0,2,81,29,21,2,10,12,0.274,7.00,0,4,1,0,122,4,24,1,4,1 +mayru01,1974,2,NYA,AL,8,4,17,15,8,2,0,343,75,29,5,48,90,0.188,2.28,0,2,4,1,459,1,36,5,4,8 +mcanaer01,1974,1,MON,NL,6,13,25,21,5,2,0,386,126,64,10,56,79,0.256,4.48,5,8,4,1,560,3,73,6,1,9 +mcandji01,1974,1,SDN,NL,1,4,15,5,1,0,0,125,48,26,7,13,16,0.284,5.62,2,4,0,1,188,2,30,4,2,0 +mcdanli01,1974,1,KCA,AL,1,4,38,5,2,0,1,320,109,41,6,24,47,0.265,3.46,5,1,0,0,443,19,50,4,4,9 +mcdowsa01,1974,1,NYA,AL,1,6,13,7,0,0,0,144,42,25,6,41,33,0.236,4.69,2,3,0,0,224,3,27,5,0,5 +mcenawi01,1974,1,CIN,NL,2,1,24,0,0,0,2,81,24,13,4,9,13,0.250,4.33,1,1,0,0,109,10,16,3,1,4 +mcgloly01,1974,1,SLN,NL,16,12,31,31,8,3,0,712,212,71,12,89,142,0.241,2.69,14,6,2,0,988,0,80,16,2,22 +mcgratu01,1974,1,NYN,NL,6,11,41,4,1,1,3,266,96,41,12,32,54,0.279,4.16,6,4,0,0,390,26,43,11,3,10 +mcintjo01,1974,1,SDN,NL,0,4,10,5,0,0,0,112,36,15,3,17,22,0.250,3.62,2,1,1,0,164,1,19,0,2,3 +mcmahdo02,1974,1,SFN,NL,0,0,9,0,0,0,0,35,13,4,2,2,5,0.283,3.09,0,1,0,0,50,6,5,1,1,0 +mcnalda01,1974,1,BAL,AL,16,10,39,37,13,4,1,777,260,103,19,81,111,0.270,3.58,6,4,8,5,1073,1,112,15,5,32 +mcquemi01,1974,1,CIN,NL,0,0,10,0,0,0,0,45,17,9,4,11,5,0.288,5.40,0,1,0,0,71,4,10,0,1,1 +medicdo01,1974,1,NYA,AL,19,15,38,38,17,4,0,839,275,112,24,91,154,0.259,3.60,8,5,8,1,1173,0,122,9,5,25 +merriji01,1974,1,TEX,AL,0,0,26,1,0,0,0,98,46,15,3,6,18,0.329,4.13,2,1,0,0,149,10,17,0,3,3 +messean01,1974,1,LAN,NL,20,6,39,39,13,3,0,877,227,84,24,94,221,0.212,2.59,0,6,3,3,1179,0,93,9,3,16 +metzgbu01,1974,1,SFN,NL,1,0,10,0,0,0,0,38,11,5,0,12,5,0.239,3.55,7,0,0,0,60,4,5,2,0,0 +millebo04,1974,1,NYN,NL,2,2,58,0,0,0,2,234,89,31,2,39,35,0.297,3.58,13,2,1,0,353,30,39,9,3,4 +millero04,1974,1,ML4,AL,0,0,2,0,0,0,0,7,3,3,1,0,2,0.300,11.57,0,0,1,0,11,1,3,0,0,0 +mingost01,1974,1,KCA,AL,2,3,36,0,0,0,2,202,53,21,4,23,43,0.212,2.81,5,3,2,0,281,15,31,4,2,6 +minshji01,1974,1,PIT,NL,0,1,5,0,0,0,0,13,1,0,0,2,3,0.083,0.00,1,0,0,0,15,1,1,0,1,2 +moffira01,1974,1,SFN,NL,5,7,61,1,0,0,15,306,99,51,9,29,49,0.256,4.50,4,3,2,0,431,47,52,9,4,7 +montajo01,1974,1,MON,NL,3,4,46,1,0,0,3,248,73,29,5,38,43,0.243,3.16,5,3,4,3,352,21,37,2,5,9 +montejo01,1974,1,SFN,NL,3,2,7,5,1,1,0,118,41,21,3,19,34,0.256,4.81,0,0,0,0,179,1,22,0,0,1 +mooreba02,1974,1,MON,NL,0,2,8,2,0,0,0,41,13,6,1,15,16,0.245,3.95,0,4,0,0,68,2,8,0,0,2 +moosebo01,1974,1,PIT,NL,1,5,7,6,0,0,0,107,59,30,4,7,15,0.386,7.57,3,0,2,0,169,0,30,3,4,4 +moranbi03,1974,1,CHA,AL,1,3,15,5,0,0,0,139,57,24,5,23,17,0.302,4.66,2,0,6,0,221,1,27,2,1,4 +moretro01,1974,1,BOS,AL,9,10,31,21,10,1,2,520,158,72,15,79,111,0.244,3.74,4,6,2,0,745,6,79,6,9,9 +morlajo01,1974,1,PIT,NL,0,3,39,0,0,0,0,195,54,31,2,48,38,0.227,4.29,5,7,3,2,297,9,37,3,5,7 +morrijo06,1974,1,SFN,NL,1,1,17,0,0,0,1,62,17,7,1,4,9,0.215,3.05,1,2,0,1,83,7,7,0,0,2 +mortoca01,1974,1,ATL,NL,16,12,38,38,7,1,0,824,293,96,10,89,113,0.277,3.15,12,3,2,0,1176,0,110,16,12,35 +murphto02,1974,1,ML4,AL,10,10,70,0,0,0,20,369,97,26,6,51,47,0.224,1.90,18,3,2,0,497,66,27,7,4,19 +murrada01,1974,1,MON,NL,1,1,32,0,0,0,10,209,46,8,1,23,31,0.187,1.03,2,1,0,0,271,23,12,1,1,8 +nagymi01,1974,1,HOU,NL,1,1,9,0,0,0,0,38,17,12,3,5,5,0.309,8.53,0,1,1,0,62,2,13,0,1,0 +nelsoro02,1974,1,CIN,NL,4,4,14,12,1,0,1,256,67,32,7,35,42,0.213,3.38,1,3,1,1,353,1,36,1,1,7 +newhado01,1974,1,BOS,AL,0,1,2,0,0,0,0,11,5,4,0,4,2,0.357,9.82,1,0,0,0,20,1,4,1,1,0 +niekrjo01,1974,1,ATL,NL,3,2,27,2,0,0,0,129,36,17,5,18,31,0.237,3.56,2,3,2,0,178,9,19,4,2,6 +niekrph01,1974,1,ATL,NL,20,13,41,39,18,6,1,907,249,80,19,88,195,0.225,2.38,3,6,6,4,1219,1,91,10,8,22 +normafr01,1974,1,CIN,NL,13,12,35,26,8,2,0,559,170,65,15,68,141,0.241,3.14,9,4,2,1,791,6,69,9,6,10 +odombl01,1974,1,OAK,AL,1,5,34,5,1,0,1,262,85,37,4,52,52,0.267,3.81,3,4,3,0,384,7,39,9,2,13 +osburpa01,1974,1,CIN,NL,0,0,6,0,0,0,0,27,11,8,2,4,4,0.297,8.00,0,0,0,0,42,1,9,0,1,0 +osteecl01,1974,1,HOU,NL,9,9,23,21,7,2,0,415,158,57,8,47,45,0.292,3.71,1,3,2,3,602,1,67,7,5,17 +osteecl01,1974,2,SLN,NL,0,2,8,2,0,0,0,68,26,11,1,11,6,0.286,4.37,5,0,0,0,104,2,14,2,0,1 +ottenji01,1974,1,CHA,AL,0,1,5,1,0,0,0,49,22,10,0,12,11,0.328,5.51,2,3,1,0,81,2,11,0,0,1 +paganda01,1974,1,NYA,AL,1,3,16,6,1,0,0,148,49,28,1,28,39,0.265,5.11,0,3,0,0,214,2,29,1,0,3 +palmeji01,1974,1,BAL,AL,7,12,26,26,5,2,0,536,176,65,12,69,84,0.257,3.27,4,4,3,0,770,0,78,10,3,15 +palmelo01,1974,1,SDN,NL,2,5,22,8,1,0,0,219,68,46,9,59,52,0.256,5.67,6,10,7,0,343,1,48,6,5,8 +parkeha01,1974,1,NYN,NL,4,12,40,16,1,0,4,393,145,57,10,46,58,0.282,3.92,5,6,3,0,575,14,64,8,2,11 +parsobi01,1974,1,OAK,AL,0,0,4,0,0,0,0,6,1,0,0,3,2,0.143,0.00,0,0,0,0,10,1,0,0,0,0 +patteda02,1974,1,PIT,NL,2,1,14,0,0,0,1,63,35,17,3,9,8,0.376,7.29,1,0,0,0,104,8,19,1,1,3 +pattima01,1974,1,KCA,AL,3,7,25,11,2,0,0,352,121,52,10,28,50,0.264,3.99,3,0,2,0,497,5,55,4,4,5 +paulmi01,1974,1,CHN,NL,0,1,2,0,0,0,0,4,4,4,1,1,1,0.500,27.00,1,0,0,0,9,0,4,0,0,0 +penaor01,1974,1,SLN,NL,5,2,42,0,0,0,1,135,45,13,0,20,23,0.269,2.60,3,1,1,0,195,24,15,2,5,6 +penaor01,1974,2,CAL,AL,0,0,4,0,0,0,3,24,6,0,0,1,5,0.214,0.00,0,0,0,0,29,4,0,0,0,2 +perryga01,1974,1,CLE,AL,21,13,37,37,28,4,0,967,230,90,25,99,216,0.204,2.51,7,2,6,0,1262,0,98,19,12,27 +perryji01,1974,1,CLE,AL,17,12,36,36,8,3,0,756,242,83,11,64,71,0.254,2.96,10,1,5,0,1042,0,94,14,6,17 +perzast01,1974,1,CHA,AL,0,0,2,1,0,0,0,7,8,5,1,2,2,0.533,19.29,0,0,0,0,17,0,7,0,0,0 +peterfr01,1974,1,NYA,AL,0,0,3,1,0,0,0,23,13,4,1,2,5,0.361,4.70,1,1,0,0,38,2,4,0,0,0 +peterfr01,1974,2,CLE,AL,9,14,29,29,3,0,0,458,187,74,16,37,52,0.306,4.36,7,0,4,1,663,0,89,4,5,14 +pinaho01,1974,1,CHN,NL,3,4,34,0,0,0,4,142,49,21,4,28,32,0.268,3.99,4,0,2,0,217,17,22,2,2,2 +pinaho01,1974,2,CAL,AL,1,2,11,0,0,0,0,35,9,3,1,3,6,0.209,2.31,2,2,0,0,46,6,3,0,0,1 +pitlosk01,1974,1,CHA,AL,3,3,40,5,0,0,1,317,103,52,7,55,68,0.257,4.43,4,5,7,2,472,10,58,4,5,8 +pizarju01,1974,1,PIT,NL,1,1,7,2,0,0,0,72,20,5,2,11,7,0.220,1.88,2,0,0,0,105,2,11,1,2,1 +poledi01,1974,1,BOS,AL,1,1,15,2,0,0,1,135,55,21,6,13,32,0.304,4.20,0,2,1,0,198,8,28,2,1,6 +quintlu01,1974,1,CAL,AL,2,1,18,0,0,0,0,38,17,6,0,14,11,0.327,4.26,1,0,0,0,68,3,6,1,1,0 +raudo01,1974,1,LAN,NL,13,11,36,35,3,1,0,595,191,82,20,70,126,0.251,3.72,1,3,4,1,848,0,90,10,4,12 +rayji01,1974,1,DET,AL,1,3,28,0,0,0,2,157,49,26,4,29,26,0.254,4.47,4,2,1,0,229,19,27,3,3,4 +raziaba01,1974,1,CAL,AL,1,2,13,0,0,0,1,50,15,12,1,8,9,0.246,6.48,1,0,0,0,69,7,14,0,0,2 +reedro01,1974,1,ATL,NL,10,11,28,28,6,2,0,558,171,70,16,41,78,0.243,3.39,6,5,2,0,757,0,76,5,4,17 +renkost01,1974,1,MON,NL,12,16,37,35,8,1,0,683,222,102,17,81,138,0.257,4.03,8,19,0,1,960,1,115,7,8,14 +reuscri01,1974,1,CHN,NL,13,12,41,38,8,2,0,722,262,115,18,83,160,0.276,4.30,12,7,6,1,1061,2,130,14,8,15 +reussje01,1974,1,PIT,NL,16,11,35,35,14,1,0,780,259,101,20,101,105,0.261,3.50,16,7,1,1,1125,0,115,20,9,29 +reynobo01,1974,1,BAL,AL,7,5,54,0,0,0,7,208,75,21,4,14,43,0.278,2.73,3,3,1,0,290,30,23,3,2,6 +rhoderi01,1974,1,LAN,NL,1,0,4,0,0,0,0,27,5,2,1,4,7,0.161,2.00,1,0,0,0,35,1,2,0,0,0 +richajr01,1974,1,HOU,NL,2,3,15,9,0,0,0,194,58,30,3,36,42,0.243,4.18,0,9,1,1,278,0,31,1,1,7 +richepe01,1974,1,SLN,NL,0,0,13,0,0,0,1,34,10,3,1,11,4,0.244,2.38,1,1,0,0,55,6,7,1,2,2 +richepe01,1974,2,PHI,NL,2,1,21,0,0,0,0,61,15,5,0,4,9,0.205,2.21,3,0,0,0,78,7,6,0,1,1 +roberda05,1974,1,HOU,NL,10,12,34,30,8,2,1,612,216,77,6,65,72,0.276,3.40,2,2,3,1,870,2,83,14,4,20 +rodried01,1974,1,ML4,AL,7,4,43,6,0,0,4,335,97,45,7,51,58,0.241,3.63,5,4,5,0,474,22,49,10,5,7 +rogerst01,1974,1,MON,NL,15,22,38,38,11,1,0,761,255,126,19,80,154,0.265,4.47,7,7,5,2,1064,0,139,8,8,30 +romovi01,1974,1,SDN,NL,5,5,54,1,0,0,9,213,78,36,6,37,26,0.290,4.56,13,2,2,0,324,35,47,11,5,4 +rookeji01,1974,1,PIT,NL,15,11,33,33,15,1,0,788,228,81,11,83,139,0.238,2.78,6,9,4,0,1068,0,93,15,7,21 +rosedo01,1974,1,SFN,NL,0,0,2,0,0,0,0,3,4,1,0,1,0,0.667,9.00,0,0,0,0,7,1,1,0,0,0 +rossga01,1974,1,SDN,NL,0,0,9,0,0,0,0,54,23,9,1,6,11,0.315,4.50,4,0,0,0,82,2,10,2,1,1 +ruhleve01,1974,1,DET,AL,2,0,5,3,1,0,0,99,35,10,1,6,10,0.273,2.73,0,0,1,0,138,1,13,1,2,2 +ruthvdi01,1974,1,PHI,NL,9,13,35,35,6,0,0,638,182,95,11,116,153,0.231,4.02,7,10,3,3,922,0,106,7,9,15 +ryanno01,1974,1,CAL,AL,22,16,42,41,26,3,0,998,221,107,18,202,367,0.190,2.89,3,9,9,0,1392,1,127,12,4,24 +sadecra01,1974,1,NYN,NL,8,8,34,10,3,1,0,309,107,39,7,35,46,0.274,3.41,6,5,2,0,440,8,49,6,7,7 +sadowji01,1974,1,PIT,NL,0,1,4,0,0,0,0,27,7,6,1,9,1,0.233,6.00,0,0,0,0,43,1,6,3,1,0 +sandeke01,1974,1,CLE,AL,0,1,9,0,0,0,1,33,21,12,5,5,4,0.404,9.82,2,0,0,0,58,7,12,1,0,0 +sandeke01,1974,2,CAL,AL,0,0,9,0,0,0,1,29,10,3,0,3,4,0.278,2.79,0,1,0,0,42,7,5,1,2,0 +sawyeri01,1974,1,NYA,AL,0,0,1,0,0,0,0,5,2,3,0,1,1,0.500,16.20,0,1,0,0,8,0,3,3,0,0 +scarcma01,1974,1,PHI,NL,3,8,58,0,0,0,5,211,72,39,6,35,50,0.275,4.99,7,2,2,1,308,22,40,4,5,9 +scherfr01,1974,1,HOU,NL,2,5,53,0,0,0,4,184,67,28,5,26,35,0.284,4.11,6,2,7,0,276,31,33,6,1,3 +schuero01,1974,1,PHI,NL,11,16,44,27,5,0,1,610,202,84,17,98,109,0.264,3.72,18,11,4,3,882,6,91,14,2,23 +seaveto01,1974,1,NYN,NL,11,11,32,32,12,5,0,708,199,84,19,75,201,0.230,3.20,10,4,3,2,956,0,89,10,2,21 +seelbch01,1974,1,DET,AL,0,0,4,0,0,0,0,23,9,4,2,3,0,0.300,4.70,0,0,1,0,34,2,4,0,0,1 +seguidi01,1974,1,BOS,AL,6,8,58,0,0,0,10,324,106,48,9,49,76,0.257,4.00,10,12,1,1,471,46,54,4,4,11 +sellsda01,1974,1,CAL,AL,2,3,20,0,0,0,2,117,48,16,3,16,14,0.312,3.69,0,3,3,0,179,16,19,4,2,6 +selmadi01,1974,1,CAL,AL,2,2,18,0,0,0,1,69,22,13,2,17,15,0.272,5.09,2,4,1,0,102,12,13,3,0,4 +selmadi01,1974,2,ML4,AL,0,0,2,0,0,0,0,7,5,5,0,0,2,0.455,19.29,0,0,1,0,13,1,5,0,1,0 +shanagr01,1974,1,LAN,NL,0,0,4,0,0,0,0,21,7,3,1,5,2,0.259,3.86,0,0,0,0,34,2,3,1,1,0 +shellji01,1974,1,TEX,AL,0,0,11,0,0,0,0,74,30,16,5,12,14,0.306,5.84,0,0,1,0,112,4,18,0,1,3 +siebepa01,1974,1,HOU,NL,1,1,5,5,1,1,0,76,21,10,3,11,10,0.236,3.55,0,0,0,0,105,0,12,3,2,2 +siebeso01,1974,1,SLN,NL,8,8,28,20,5,3,0,401,150,57,8,51,68,0.288,3.84,14,2,3,1,586,4,66,8,3,15 +singebi01,1974,1,CAL,AL,7,4,14,14,8,0,0,326,102,36,3,43,77,0.250,2.98,0,4,1,1,462,0,48,5,5,4 +slatoji01,1974,1,ML4,AL,13,16,40,35,10,3,0,750,255,109,22,102,126,0.268,3.92,6,14,3,0,1072,2,117,10,7,19 +slaybbi01,1974,1,DET,AL,1,3,16,4,0,0,0,164,57,29,1,26,23,0.273,4.77,2,3,3,0,246,9,34,1,7,4 +solomed01,1974,1,LAN,NL,0,0,4,0,0,0,1,18,5,1,1,2,2,0.217,1.50,0,2,0,0,25,4,1,0,0,0 +sosael01,1974,1,SFN,NL,9,7,68,0,0,0,6,303,94,39,8,45,48,0.253,3.48,5,4,1,0,435,30,54,10,6,16 +spillda01,1974,1,SDN,NL,9,11,30,25,5,2,0,444,153,66,15,70,95,0.267,4.01,4,5,0,0,652,2,78,4,4,9 +splitpa01,1974,1,KCA,AL,13,19,36,36,8,1,0,678,252,103,23,75,90,0.285,4.10,8,1,1,1,985,0,122,16,9,28 +spraged01,1974,1,ML4,AL,7,2,20,10,3,0,0,282,94,25,3,31,57,0.266,2.39,0,1,4,0,395,5,32,1,6,14 +stanhdo01,1974,1,TEX,AL,1,1,18,0,0,0,0,94,38,17,4,17,26,0.302,4.88,0,5,2,0,148,10,20,2,1,2 +sterlra01,1974,1,NYN,NL,1,1,3,2,0,0,0,28,13,5,0,3,2,0.351,4.82,0,1,1,0,44,1,8,2,1,0 +stonebi01,1974,1,CAL,AL,1,8,13,11,0,0,0,176,78,40,8,31,33,0.322,6.14,0,2,2,0,278,0,41,1,2,4 +stonege02,1974,1,NYN,NL,2,7,15,13,1,0,0,231,103,43,10,21,29,0.322,5.03,4,0,0,1,349,2,57,6,2,3 +stonest01,1974,1,CHN,NL,8,6,38,23,1,0,0,509,185,78,19,64,90,0.278,4.14,4,1,4,0,753,3,92,15,4,6 +stottme01,1974,1,NYA,AL,6,7,16,15,6,0,0,339,119,45,7,37,40,0.272,3.58,3,3,4,0,485,1,54,4,3,11 +strohjo01,1974,1,NYN,NL,0,0,1,0,0,0,0,3,0,0,0,1,0,0.000,0.00,0,0,0,0,4,1,0,0,0,0 +suttodo01,1974,1,LAN,NL,19,9,40,40,10,5,0,828,241,99,23,80,179,0.229,3.23,2,4,6,2,1148,0,111,9,2,14 +swancr01,1974,1,NYN,NL,1,3,7,5,0,0,0,91,28,15,1,21,10,0.255,4.45,3,1,0,0,138,0,19,4,3,3 +tananfr01,1974,1,CAL,AL,14,19,39,35,12,4,0,806,262,93,27,77,180,0.255,3.12,4,4,8,2,1127,2,104,10,4,25 +tatumke01,1974,1,CHA,AL,0,0,10,1,0,0,0,62,23,11,3,9,5,0.274,4.79,0,2,0,0,94,3,12,0,1,3 +tayloch02,1974,1,MON,NL,6,2,61,0,0,0,11,323,101,26,8,25,43,0.256,2.17,8,0,3,1,438,39,27,9,6,9 +tekulke01,1974,1,PIT,NL,1,1,8,0,0,0,0,27,12,6,1,5,6,0.343,6.00,2,0,1,0,44,5,6,1,2,1 +terpkje01,1974,1,TEX,AL,0,0,3,0,0,0,0,21,6,1,0,4,3,0.240,1.29,0,0,0,0,30,2,1,0,0,2 +thomaer01,1974,1,PHI,NL,0,0,1,0,0,0,0,3,0,0,0,0,1,0.000,0.00,0,0,0,0,3,1,0,0,0,0 +thomast01,1974,1,TEX,AL,0,0,12,0,0,0,0,41,22,10,1,6,8,0.379,6.59,2,1,0,0,66,4,10,1,1,2 +thompmi01,1974,1,SLN,NL,0,3,19,4,0,0,0,115,37,24,1,35,25,0.274,5.63,4,4,2,1,174,3,24,2,0,8 +thompmi01,1974,2,ATL,NL,0,0,1,1,0,0,0,12,7,2,0,2,2,0.412,4.50,0,0,0,0,20,0,2,1,0,1 +tiantlu01,1974,1,BOS,AL,22,13,38,38,25,7,0,934,281,101,21,82,176,0.241,2.92,3,1,4,0,1266,0,106,6,8,24 +tidrodi01,1974,1,CLE,AL,1,3,4,4,0,0,0,57,21,15,4,13,8,0.276,7.11,1,0,2,0,94,0,17,1,2,1 +tidrodi01,1974,2,NYA,AL,11,9,33,25,5,0,1,572,205,82,14,53,100,0.279,3.87,7,4,4,0,811,4,99,10,10,18 +timmeto01,1974,1,CLE,AL,1,1,4,0,0,0,0,30,9,6,1,5,2,0.250,5.40,0,0,0,0,42,0,6,1,0,1 +toddji01,1974,1,CHN,NL,4,2,43,6,0,0,3,264,82,38,7,41,42,0.252,3.89,3,2,3,2,375,9,45,2,3,11 +tomlida01,1974,1,SDN,NL,2,0,47,0,0,0,2,174,59,28,4,30,29,0.272,4.34,10,2,2,2,261,19,29,8,3,4 +torremi01,1974,1,MON,NL,15,8,32,30,6,1,0,559,184,74,10,84,92,0.257,3.57,3,8,3,2,812,1,90,5,3,20 +travebi01,1974,1,ML4,AL,2,3,23,1,0,0,0,159,59,29,6,30,31,0.296,4.92,5,4,1,0,237,9,29,4,3,8 +troedri01,1974,1,SDN,NL,1,1,15,1,0,0,1,56,24,18,6,8,11,0.300,8.68,1,0,1,0,90,7,18,1,0,0 +twitcwa01,1974,1,PHI,NL,6,9,25,18,2,0,0,337,122,65,11,65,72,0.277,5.21,7,4,7,1,526,2,71,8,4,8 +underto01,1974,1,PHI,NL,1,0,7,0,0,0,0,39,15,7,1,5,8,0.313,4.85,1,1,0,1,55,3,8,0,2,4 +upshace01,1974,1,CLE,AL,0,1,7,0,0,0,0,24,10,3,1,4,7,0.345,3.38,1,0,0,0,36,5,4,1,2,1 +upshace01,1974,2,NYA,AL,1,5,36,0,0,0,6,179,53,20,1,24,27,0.254,3.02,3,0,3,0,240,17,25,4,0,10 +vealebo01,1974,1,BOS,AL,0,1,18,0,0,0,2,39,15,8,2,4,16,0.283,5.54,1,1,0,0,58,5,8,0,1,0 +walkelu01,1974,1,DET,AL,5,5,28,9,0,0,0,276,100,51,9,54,52,0.278,4.99,1,6,2,0,420,9,56,3,1,13 +walketo02,1974,1,MON,NL,4,5,33,8,1,0,2,275,96,39,7,28,70,0.266,3.83,5,5,2,0,396,15,45,3,2,5 +wallada01,1974,1,PHI,NL,0,1,3,0,0,0,0,9,4,3,2,3,3,0.308,9.00,1,1,0,0,17,1,4,1,0,0 +wallami01,1974,1,PHI,NL,1,0,8,0,0,0,0,25,12,5,0,2,1,0.324,5.40,0,0,0,1,39,2,6,0,0,1 +wallami01,1974,2,NYA,AL,6,0,23,1,0,0,0,157,42,14,3,35,34,0.222,2.41,3,5,0,0,227,8,18,0,3,5 +watted01,1974,1,PHI,NL,1,1,42,0,0,0,6,115,39,17,3,26,23,0.277,3.99,8,3,2,0,177,15,20,3,4,7 +webbha01,1974,1,NYN,NL,0,2,3,2,0,0,0,30,15,8,1,10,8,0.341,7.20,0,0,1,1,55,1,9,0,0,0 +wilcomi01,1974,1,CLE,AL,2,2,41,2,1,0,4,214,74,37,10,24,33,0.271,4.67,4,2,5,1,309,30,42,5,2,11 +willich01,1974,1,SFN,NL,1,3,39,7,0,0,0,301,93,31,6,31,48,0.250,2.78,6,4,2,0,414,7,38,5,4,11 +willoji01,1974,1,SFN,NL,1,4,18,4,0,0,0,122,51,21,7,9,12,0.304,4.65,1,0,0,0,181,5,27,4,0,2 +wilsodo01,1974,1,HOU,NL,11,13,33,27,5,4,0,614,170,70,16,100,112,0.227,3.08,2,4,4,1,875,2,80,14,8,8 +wiseri01,1974,1,BOS,AL,3,4,9,9,1,0,0,147,47,21,2,16,25,0.251,3.86,1,0,1,0,208,0,23,0,4,5 +woodsdi01,1974,1,MIN,AL,1,1,5,4,0,0,0,81,30,13,5,4,12,0.273,4.33,0,1,1,0,115,1,16,0,0,2 +woodsdi01,1974,2,NYA,AL,1,2,8,3,0,0,0,84,34,18,6,12,12,0.301,5.79,2,1,1,0,128,2,19,1,1,2 +woodwi01,1974,1,CHA,AL,20,19,42,42,22,1,0,961,305,128,27,80,169,0.254,3.60,8,5,9,0,1316,0,143,14,12,33 +wrighcl01,1974,1,ML4,AL,9,20,38,32,15,0,0,696,264,114,22,54,64,0.284,4.42,4,6,0,0,996,2,122,7,5,26 +wrighke01,1974,1,NYA,AL,0,0,3,0,0,0,0,17,5,2,0,7,2,0.227,3.18,0,1,0,2,29,1,2,0,0,0 +yorkji01,1974,1,HOU,NL,2,2,28,0,0,0,1,115,48,14,1,19,15,0.298,3.29,6,1,1,1,183,8,20,1,1,2 +zahnge01,1974,1,LAN,NL,3,5,21,10,1,0,0,239,78,18,3,16,33,0.254,2.03,1,2,2,0,330,3,28,5,0,11 +zamoros01,1974,1,CHN,NL,3,9,56,0,0,0,10,251,82,29,6,19,38,0.264,3.12,7,0,0,1,345,31,33,9,6,10 +abbotgl01,1975,1,OAK,AL,5,5,30,15,3,1,0,343,109,54,12,50,51,0.253,4.25,7,2,2,1,495,4,61,7,5,10 +acostcy01,1975,1,PHI,NL,0,0,6,0,0,0,1,26,9,6,2,3,2,0.273,6.23,0,0,0,0,36,1,7,0,0,0 +alburvi01,1975,1,MIN,AL,6,7,32,15,2,0,1,405,115,68,16,97,72,0.237,4.53,1,8,4,0,606,12,82,12,7,7 +alexado01,1975,1,BAL,AL,8,8,32,11,3,1,1,400,127,45,7,47,46,0.251,3.04,7,6,1,0,561,12,47,7,1,9 +allenll01,1975,1,CHA,AL,0,2,3,2,0,0,0,16,8,7,2,6,2,0.348,11.81,0,0,0,0,31,1,7,1,1,0 +anderla01,1975,1,ML4,AL,1,0,8,1,1,1,0,91,36,17,3,6,13,0.298,5.04,0,6,0,0,128,2,18,0,1,5 +anderla02,1975,1,CLE,AL,0,0,3,0,0,0,0,17,4,3,0,2,4,0.200,4.76,0,2,0,0,23,1,3,0,1,1 +apodabo01,1975,1,NYN,NL,3,4,46,0,0,0,13,254,66,14,4,28,45,0.222,1.49,9,2,0,0,338,36,18,9,4,7 +arroyfe01,1975,1,DET,AL,2,1,14,2,1,0,0,160,56,27,5,22,25,0.272,4.56,2,1,1,1,232,6,28,2,1,7 +augusje01,1975,1,ML4,AL,2,0,5,3,1,0,0,80,26,9,2,12,8,0.274,3.04,1,0,1,0,111,1,9,1,2,2 +austiri01,1975,1,ML4,AL,2,3,32,0,0,0,2,120,32,18,3,32,30,0.221,4.05,5,4,1,0,179,21,19,2,0,2 +bacsimi01,1975,1,TEX,AL,1,2,7,3,0,0,0,80,28,11,1,9,13,0.275,3.71,1,0,1,1,116,3,17,3,1,1 +bahnsst01,1975,1,CHA,AL,4,6,12,12,2,0,0,202,78,45,9,40,31,0.291,6.01,0,1,3,0,313,0,49,2,0,7 +bahnsst01,1975,2,OAK,AL,6,7,21,16,2,0,0,300,88,36,2,37,49,0.238,3.24,1,9,3,0,421,4,42,8,4,8 +baldwri01,1975,1,NYN,NL,3,5,54,0,0,0,6,292,97,36,4,34,54,0.263,3.33,4,5,4,2,418,29,39,8,3,10 +baneed01,1975,1,MIN,AL,3,1,4,4,0,0,0,85,28,9,2,15,14,0.262,2.86,0,0,1,0,126,0,11,2,1,3 +barera01,1975,1,DET,AL,8,13,29,21,6,1,0,452,174,75,10,47,71,0.293,4.48,5,0,1,0,654,5,81,6,7,19 +barlomi01,1975,1,SLN,NL,0,0,9,0,0,0,0,23,11,4,0,3,2,0.355,4.70,1,0,1,0,37,5,6,0,2,0 +barrji01,1975,1,SFN,NL,13,14,35,33,12,2,0,732,244,83,17,58,77,0.264,3.06,10,3,3,1,1004,2,94,17,4,24 +barrst01,1975,1,BOS,AL,0,1,3,2,0,0,0,21,11,2,1,7,2,0.367,2.57,0,1,0,0,38,1,9,0,1,2 +beardmi01,1975,1,ATL,NL,4,0,34,2,0,0,0,211,71,25,4,28,27,0.266,3.20,5,2,2,3,309,8,31,6,5,5 +beenefr01,1975,1,CLE,AL,1,0,19,1,0,0,1,140,63,36,4,25,20,0.323,6.94,3,6,3,0,227,6,42,3,1,3 +bibbyji01,1975,1,TEX,AL,2,6,12,12,4,1,0,205,73,38,2,28,31,0.274,5.00,0,5,2,0,302,0,41,1,5,7 +bibbyji01,1975,2,CLE,AL,5,9,24,12,2,0,1,338,99,40,7,50,62,0.235,3.20,3,3,0,0,479,5,48,3,5,7 +billija01,1975,1,CIN,NL,15,10,33,32,5,0,0,624,222,95,22,76,79,0.279,4.11,12,8,9,1,893,0,100,7,5,32 +birddo01,1975,1,KCA,AL,9,6,51,4,0,0,11,316,100,38,7,40,81,0.259,3.25,10,2,2,0,444,36,42,9,6,7 +blairde01,1975,1,MON,NL,8,15,30,27,1,0,0,490,150,69,14,106,82,0.251,3.80,3,12,3,1,718,2,77,3,8,27 +blatest01,1975,1,CAL,AL,0,0,2,0,0,0,0,13,9,3,0,1,5,0.429,6.23,0,1,0,0,24,0,5,1,1,1 +bluevi01,1975,1,OAK,AL,22,11,39,38,13,2,1,834,243,93,21,99,189,0.236,3.01,4,4,5,2,1153,1,103,15,6,26 +blylebe01,1975,1,MIN,AL,15,10,35,35,20,3,0,827,219,92,24,84,233,0.219,3.00,2,7,4,0,1104,0,104,10,8,17 +bonhabi01,1975,1,CHN,NL,13,15,38,36,7,2,0,688,254,120,15,109,165,0.281,4.71,6,12,5,0,1035,1,133,11,6,24 +borbope01,1975,1,CIN,NL,9,5,67,0,0,0,5,375,145,41,6,21,29,0.300,2.95,6,6,3,1,523,25,47,16,1,19 +bosmadi01,1975,1,CLE,AL,0,2,6,3,0,0,0,86,33,13,3,8,11,0.292,4.08,1,0,3,0,127,3,17,1,2,2 +bosmadi01,1975,2,OAK,AL,11,4,22,21,2,0,0,368,112,48,12,24,42,0.240,3.52,3,1,3,0,500,0,50,3,3,4 +bradlto01,1975,1,SFN,NL,2,3,13,6,0,0,0,126,57,29,6,18,13,0.326,6.21,4,0,1,0,199,0,33,4,1,3 +brettke01,1975,1,PIT,NL,9,5,23,16,4,1,0,354,110,44,10,43,47,0.250,3.36,5,5,2,1,492,4,47,4,3,9 +breweji01,1975,1,LAN,NL,3,1,21,0,0,0,2,99,44,19,2,12,21,0.333,5.18,2,1,1,0,152,14,20,2,5,2 +breweji01,1975,2,CAL,AL,1,0,21,0,0,0,5,104,38,7,2,11,22,0.279,1.82,1,2,0,0,151,16,9,0,4,4 +brilene01,1975,1,KCA,AL,6,6,24,16,3,0,2,336,127,53,19,25,73,0.285,4.26,1,1,5,0,478,4,60,1,1,13 +brobepe01,1975,1,ML4,AL,14,16,38,32,7,2,0,661,219,101,18,106,100,0.263,4.13,2,10,16,0,967,3,114,8,5,19 +brookik01,1975,1,DET,AL,0,0,3,0,0,0,0,31,11,6,3,5,8,0.282,5.23,0,1,1,0,46,2,6,1,0,1 +brownja01,1975,1,TEX,AL,5,5,17,7,2,1,0,211,70,33,7,35,35,0.266,4.22,2,4,2,0,305,4,37,4,1,6 +brownja01,1975,2,CLE,AL,1,2,25,3,1,0,1,208,72,33,9,29,41,0.276,4.28,6,2,0,0,298,14,40,3,5,8 +bryanro01,1975,1,SLN,NL,0,1,10,1,0,0,0,26,20,16,2,7,7,0.444,16.62,1,1,0,0,55,3,17,3,0,0 +burgmto01,1975,1,MIN,AL,5,8,46,0,0,0,11,227,76,26,7,23,41,0.265,3.09,2,1,1,0,318,37,32,4,2,9 +burrira01,1975,1,CHN,NL,15,10,36,35,8,2,0,715,259,109,25,73,108,0.281,4.12,6,2,4,2,1020,1,121,13,9,19 +burtoji01,1975,1,BOS,AL,1,2,29,4,0,0,1,159,58,17,6,19,39,0.276,2.89,2,1,0,0,232,8,30,1,2,3 +busbyst01,1975,1,KCA,AL,18,12,34,34,18,3,0,781,233,89,18,81,160,0.242,3.08,4,8,3,0,1064,0,96,13,4,22 +busketo01,1975,1,CLE,AL,5,3,50,0,0,0,7,231,69,22,7,29,29,0.252,2.57,10,4,1,0,316,34,27,10,2,8 +butlebi02,1975,1,MIN,AL,5,4,23,8,1,0,0,245,100,54,12,35,55,0.301,5.95,0,0,0,0,377,5,61,5,5,3 +caldwmi01,1975,1,SFN,NL,7,13,38,21,4,0,1,490,194,87,16,48,57,0.296,4.79,7,1,5,0,723,4,102,10,4,19 +campbbi02,1975,1,MIN,AL,4,6,47,7,2,1,5,363,119,51,13,46,76,0.262,3.79,2,3,2,0,512,28,58,6,4,10 +candejo01,1975,1,PIT,NL,8,6,18,18,4,1,0,362,95,37,8,36,95,0.212,2.76,9,1,2,0,497,0,47,6,4,7 +caprabu01,1975,1,ATL,NL,4,7,12,12,5,0,0,235,77,37,8,28,35,0.256,4.25,1,0,1,1,336,0,41,5,2,6 +carltst01,1975,1,PHI,NL,15,14,37,37,14,3,0,766,217,101,24,104,192,0.233,3.56,5,5,2,7,1063,0,116,15,12,25 +carrido01,1975,1,MON,NL,5,3,19,14,5,2,0,303,90,37,7,38,37,0.240,3.30,1,5,4,0,424,3,39,6,1,9 +carrocl02,1975,1,CIN,NL,7,5,56,2,0,0,7,289,93,28,2,32,44,0.253,2.62,8,3,3,0,407,27,30,1,6,12 +carroto02,1975,1,CIN,NL,4,1,12,7,0,0,0,141,52,26,1,26,14,0.286,4.98,0,3,2,1,212,2,28,1,0,8 +castrbi01,1975,1,ML4,AL,3,2,18,5,0,0,1,225,78,21,3,17,25,0.272,2.52,5,1,2,0,315,8,28,5,3,10 +champbi01,1975,1,ML4,AL,6,6,27,13,3,1,0,330,125,72,11,55,40,0.290,5.89,8,3,0,1,496,2,77,5,5,9 +chrisla01,1975,1,PHI,NL,11,6,29,26,5,2,1,515,149,70,12,45,88,0.237,3.67,2,3,1,0,689,2,73,7,5,12 +clevere01,1975,1,BOS,AL,13,9,31,20,3,1,0,512,173,84,19,52,78,0.263,4.43,1,9,3,0,724,6,90,4,8,11 +clydeda01,1975,1,TEX,AL,0,1,1,1,0,0,0,21,6,2,0,6,2,0.273,2.57,0,1,0,0,29,0,3,1,0,2 +colboji01,1975,1,ML4,AL,11,13,36,29,8,1,2,619,215,98,18,65,79,0.270,4.27,5,5,5,0,879,3,111,8,5,19 +colemjo05,1975,1,DET,AL,10,18,31,31,6,1,0,603,234,124,27,85,125,0.292,5.55,6,15,9,1,915,0,137,11,7,15 +corbira01,1975,1,MIN,AL,5,7,18,11,3,0,0,269,105,51,13,38,49,0.295,5.12,5,2,2,1,406,4,59,6,4,7 +cosgrmi01,1975,1,HOU,NL,1,2,32,3,1,0,5,214,62,24,2,37,32,0.245,3.03,1,6,0,1,300,13,24,7,3,7 +cramje01,1975,1,NYN,NL,0,1,4,0,0,0,0,15,7,3,2,2,2,0.333,5.40,0,0,0,0,23,2,3,0,0,0 +crawfji01,1975,1,HOU,NL,3,5,44,2,0,0,4,260,92,35,0,37,37,0.277,3.63,4,5,2,1,377,19,40,7,2,11 +crosbke01,1975,1,CHN,NL,1,0,9,0,0,0,0,25,10,3,0,7,6,0.294,3.24,0,0,0,1,42,6,3,1,0,0 +cuellmi01,1975,1,BAL,AL,14,12,36,36,17,5,0,768,229,104,17,84,105,0.249,3.66,5,7,1,1,1034,0,112,20,10,28 +currela01,1975,1,ML4,AL,0,2,8,1,0,0,0,56,25,16,5,14,7,0.316,7.71,1,1,0,0,94,2,17,0,1,2 +curtijo01,1975,1,SLN,NL,8,9,39,18,4,0,1,440,151,56,13,65,67,0.268,3.44,6,7,2,0,645,8,70,8,7,14 +dacqujo01,1975,1,SFN,NL,2,4,10,6,0,0,0,84,29,32,5,34,22,0.264,10.29,0,5,2,0,148,3,35,2,0,3 +dalcabr01,1975,1,KCA,AL,0,2,4,2,0,0,0,26,23,15,0,7,5,0.479,15.58,0,1,1,0,56,1,18,0,0,1 +dalcabr01,1975,2,ATL,NL,2,7,26,9,0,0,3,201,63,25,2,24,38,0.247,3.36,1,4,6,0,297,11,33,7,6,5 +darcypa01,1975,1,CIN,NL,11,5,27,22,1,0,1,392,134,52,4,59,46,0.269,3.58,9,2,0,1,572,3,54,11,4,13 +deckejo01,1975,1,MIN,AL,1,3,10,7,1,0,0,79,25,25,2,36,8,0.260,8.54,0,5,0,0,135,2,25,3,0,3 +demerla01,1975,1,PIT,NL,7,5,45,8,1,0,4,344,95,37,7,43,59,0.230,2.90,6,3,3,0,468,23,40,5,4,12 +demoldo01,1975,1,MON,NL,4,7,60,0,0,0,1,293,92,45,8,42,63,0.252,4.15,4,1,4,0,424,27,47,10,2,12 +dennyjo01,1975,1,SLN,NL,10,7,25,24,3,2,0,408,149,60,5,51,72,0.280,3.97,6,8,3,1,591,0,73,1,3,13 +dettoto01,1975,1,CHN,NL,5,4,36,5,0,0,0,256,88,51,8,31,46,0.270,5.38,4,5,9,1,373,13,57,5,2,12 +devinad01,1975,1,ATL,NL,1,0,5,2,0,0,0,49,19,8,2,7,8,0.284,4.41,1,0,1,0,76,0,8,1,0,2 +dierkla01,1975,1,HOU,NL,14,16,34,34,14,2,0,696,225,103,24,91,127,0.260,4.00,6,13,7,1,982,0,109,7,10,26 +dobsoch01,1975,1,CAL,AL,0,2,9,2,0,0,0,84,30,21,5,13,14,0.275,6.75,1,4,2,0,129,3,26,0,5,2 +dobsopa01,1975,1,NYA,AL,11,14,33,30,7,1,0,623,205,94,21,83,129,0.262,4.07,10,7,1,1,886,1,105,10,8,18 +downial01,1975,1,LAN,NL,2,1,22,6,0,0,1,224,59,24,6,28,39,0.215,2.89,1,2,2,1,311,6,31,6,1,7 +dragodi01,1975,1,BOS,AL,2,2,40,2,0,0,15,218,69,31,5,31,43,0.247,3.84,3,1,0,0,313,34,31,1,2,6 +dressro01,1975,1,SFN,NL,1,0,3,2,1,0,0,49,17,2,0,4,6,0.274,1.10,2,1,0,0,67,1,3,1,0,2 +easteja01,1975,1,ATL,NL,2,9,21,13,0,0,0,206,73,38,5,42,34,0.275,4.98,2,8,2,1,319,4,47,7,3,9 +eastwra01,1975,1,CIN,NL,5,3,58,0,0,0,22,270,77,26,6,25,61,0.229,2.60,4,1,2,0,367,40,26,4,0,5 +eckerde01,1975,1,CLE,AL,13,7,34,24,6,2,2,560,147,54,16,90,152,0.215,2.60,8,4,7,2,794,5,61,6,7,6 +ellisdo01,1975,1,PIT,NL,8,9,27,24,5,2,0,420,163,59,9,43,69,0.292,3.79,9,0,3,2,621,1,69,9,7,10 +espinni01,1975,1,NYN,NL,0,1,2,0,0,0,0,9,8,6,0,1,2,0.471,18.00,0,0,0,0,18,0,6,0,0,0 +falcope01,1975,1,SFN,NL,12,11,34,32,3,1,0,570,171,88,16,111,131,0.244,4.17,7,9,4,5,836,1,97,13,6,14 +figueed01,1975,1,CAL,AL,16,13,33,32,16,2,0,734,213,79,14,84,139,0.233,2.91,6,5,5,2,1014,1,96,4,6,23 +fingero01,1975,1,OAK,AL,10,6,75,0,0,0,24,380,95,42,13,33,115,0.213,2.98,5,6,6,0,493,59,43,4,4,10 +fitzmal01,1975,1,KCA,AL,16,12,35,35,11,3,0,726,239,96,16,76,78,0.261,3.57,6,8,5,0,1010,0,104,10,7,28 +flanami01,1975,1,BAL,AL,0,1,2,1,0,0,0,29,9,3,0,6,7,0.250,2.79,1,0,0,0,42,0,4,0,0,1 +folkeri01,1975,1,SDN,NL,6,11,45,15,4,0,0,426,155,66,8,39,87,0.278,4.18,3,9,1,1,614,7,70,11,6,13 +forscbo01,1975,1,SLN,NL,15,10,34,34,7,4,0,690,213,73,14,70,108,0.245,2.86,8,10,3,1,958,0,89,6,7,26 +forscke01,1975,1,HOU,NL,4,8,34,9,2,0,2,327,114,39,9,30,54,0.277,3.22,3,1,2,0,451,12,42,2,6,12 +forstte01,1975,1,CHA,AL,3,3,17,1,0,0,4,111,30,9,0,24,32,0.236,2.19,4,2,0,0,155,12,12,4,0,5 +fosteal01,1975,1,SDN,NL,3,1,17,4,1,0,0,134,41,12,1,21,20,0.244,2.42,5,0,0,0,193,4,14,3,1,3 +foucast01,1975,1,TEX,AL,8,4,59,0,0,0,10,321,96,49,10,55,56,0.249,4.12,15,2,4,0,463,40,57,12,7,9 +frailke01,1975,1,CHN,NL,2,5,41,0,0,0,1,159,61,32,6,26,39,0.293,5.43,2,0,2,0,244,10,37,6,2,3 +freisda01,1975,1,SDN,NL,5,14,36,27,4,1,0,543,206,86,11,82,77,0.289,4.28,9,8,7,0,825,2,102,18,5,17 +friseda01,1975,1,SDN,NL,1,6,65,0,0,0,9,293,86,34,7,51,67,0.241,3.13,16,6,2,1,421,39,36,6,6,6 +frymawo01,1975,1,MON,NL,9,12,38,20,7,3,3,471,141,58,10,68,118,0.240,3.32,7,7,5,1,671,7,69,8,1,13 +garbege01,1975,1,PHI,NL,10,12,71,0,0,0,14,330,104,44,13,27,69,0.254,3.60,11,1,2,0,448,47,48,8,2,9 +garlawa01,1975,1,BAL,AL,2,5,29,1,0,0,4,262,80,36,7,31,46,0.252,3.71,6,2,1,0,359,14,37,5,5,9 +garmami01,1975,1,SLN,NL,3,8,66,0,0,0,10,237,73,21,3,48,48,0.247,2.39,23,4,1,0,358,36,31,6,5,8 +gentrga01,1975,1,ATL,NL,1,1,7,2,0,0,0,60,25,11,3,8,10,0.313,4.95,1,1,0,0,90,2,14,1,1,3 +gibsobo01,1975,1,SLN,NL,3,10,22,14,1,0,2,327,120,61,10,62,60,0.287,5.04,6,6,4,0,499,4,66,12,3,8 +gideoji01,1975,1,TEX,AL,0,0,1,1,0,0,0,17,7,5,1,5,2,0.292,7.94,0,1,0,0,29,0,6,0,0,1 +giustda01,1975,1,PIT,NL,5,4,61,0,0,0,17,275,79,30,3,42,38,0.237,2.95,17,2,0,1,389,43,38,11,2,8 +glynned01,1975,1,DET,AL,0,2,3,1,0,0,0,44,11,7,1,8,8,0.220,4.30,0,2,0,0,59,0,8,0,1,2 +gogolbi01,1975,1,CHA,AL,0,0,19,0,0,0,2,165,61,32,5,28,37,0.292,5.24,3,0,1,0,245,9,35,6,1,6 +goltzda01,1975,1,MIN,AL,14,14,32,32,15,1,0,729,235,99,18,72,128,0.255,3.67,2,11,6,3,1015,0,112,12,3,31 +gossari01,1975,1,CHA,AL,9,8,62,0,0,0,26,425,99,29,3,70,130,0.201,1.84,15,3,5,0,583,49,32,15,0,11 +grangwa01,1975,1,HOU,NL,2,5,55,0,0,0,5,222,76,30,7,23,30,0.267,3.65,7,1,4,1,323,22,39,5,3,8 +greifbi01,1975,1,SDN,NL,4,6,59,1,0,0,9,216,74,31,7,38,43,0.269,3.88,17,2,5,0,331,33,44,11,2,5 +griffto02,1975,1,HOU,NL,3,8,17,13,3,1,0,238,89,47,11,46,56,0.289,5.33,5,8,2,2,363,1,52,6,0,11 +grillst01,1975,1,DET,AL,0,0,3,0,0,0,0,20,3,1,0,6,5,0.136,1.35,1,1,0,0,29,3,2,0,1,1 +grimsro02,1975,1,BAL,AL,10,13,35,32,8,1,0,591,210,89,29,47,89,0.276,4.07,1,6,1,1,822,1,95,9,4,23 +guidrro01,1975,1,NYA,AL,0,1,10,1,0,0,0,47,15,6,0,9,15,0.259,3.45,0,1,1,0,69,6,6,0,1,0 +gulledo01,1975,1,CIN,NL,15,4,22,22,8,3,0,479,127,43,11,56,98,0.218,2.42,4,3,2,1,648,0,49,4,4,11 +gurala01,1975,1,NYA,AL,7,8,26,20,5,0,0,454,173,59,13,41,65,0.295,3.51,1,0,3,0,640,3,65,5,4,18 +haliced01,1975,1,SFN,NL,9,13,24,23,7,2,0,479,143,62,6,59,153,0.240,3.49,7,2,3,1,679,1,76,11,10,7 +hallto01,1975,1,CIN,NL,0,0,2,0,0,0,0,6,2,0,0,2,3,0.250,0.00,0,0,0,0,10,1,0,0,0,0 +hallto01,1975,2,NYN,NL,4,3,34,4,0,0,1,182,58,32,10,31,48,0.254,4.75,3,2,3,0,272,15,39,8,2,5 +hamilda01,1975,1,OAK,AL,1,2,11,4,0,0,0,107,42,16,4,18,20,0.290,4.04,1,0,0,0,166,4,19,2,1,1 +hamilda01,1975,2,CHA,AL,6,5,30,1,0,0,6,209,63,22,4,29,51,0.246,2.84,2,0,0,0,292,23,23,6,1,7 +handsbi01,1975,1,TEX,AL,6,7,18,18,4,1,0,329,118,49,12,28,67,0.271,4.02,1,7,3,0,469,0,58,0,2,12 +hannapr01,1975,1,ATL,NL,0,0,4,0,0,0,0,17,7,1,0,5,2,0.304,1.59,0,1,2,1,30,2,1,0,0,0 +hardyla01,1975,1,SDN,NL,0,0,3,0,0,0,0,8,8,4,3,2,3,0.500,13.50,0,0,0,0,18,1,6,0,0,1 +hargast01,1975,1,TEX,AL,9,10,33,26,8,1,0,568,203,80,17,62,93,0.275,3.80,7,12,6,0,822,2,96,11,5,16 +harriro01,1975,1,ATL,NL,3,4,15,7,2,0,1,164,58,29,7,19,22,0.266,4.77,1,2,0,1,240,5,33,2,1,2 +harriro01,1975,2,CLE,AL,7,7,19,19,4,0,0,378,137,67,9,46,52,0.275,4.79,4,5,4,0,558,0,71,5,4,11 +hasslan01,1975,1,CAL,AL,3,12,30,18,6,1,0,400,158,88,12,53,82,0.303,5.94,0,10,6,0,597,5,94,9,7,21 +hausmto01,1975,1,ML4,AL,3,6,29,9,1,0,0,336,110,51,7,47,46,0.258,4.10,7,5,6,2,492,10,57,10,2,9 +heaveda01,1975,1,SFN,NL,3,1,42,0,0,0,1,192,62,17,2,31,35,0.262,2.39,4,7,1,1,275,23,18,5,1,8 +hernara01,1975,1,PIT,NL,7,2,46,0,0,0,5,192,62,21,0,28,43,0.252,2.95,14,1,0,0,280,27,21,3,3,2 +hilgeto01,1975,1,PHI,NL,7,3,53,0,0,0,0,290,81,23,6,38,52,0.229,2.14,3,5,1,0,403,14,32,7,5,7 +hillejo01,1975,1,DET,AL,2,3,36,0,0,0,14,212,52,17,6,36,87,0.205,2.17,4,1,0,0,295,34,20,2,3,4 +hintori01,1975,1,CHA,AL,1,0,15,0,0,0,0,112,41,20,2,15,30,0.270,4.82,1,0,0,0,170,4,22,1,2,1 +hockech01,1975,1,CAL,AL,0,5,16,4,0,0,1,123,48,24,3,19,15,0.296,5.27,2,3,3,0,185,6,27,0,1,10 +hoernjo01,1975,1,PHI,NL,0,0,25,0,0,0,0,63,25,6,3,8,20,0.298,2.57,2,3,1,0,96,9,6,1,2,1 +holtzke01,1975,1,OAK,AL,18,14,39,38,13,2,0,799,217,93,16,108,122,0.222,3.14,1,6,7,0,1110,0,111,8,8,14 +hooddo01,1975,1,CLE,AL,6,10,29,19,2,0,0,406,136,66,16,57,51,0.268,4.39,6,6,0,5,572,2,76,5,3,16 +hootobu01,1975,1,CHN,NL,0,2,3,3,0,0,0,33,18,10,2,4,5,0.383,8.18,0,0,0,0,54,0,12,3,0,1 +hootobu01,1975,2,LAN,NL,18,7,31,30,12,4,0,671,172,70,16,64,148,0.210,2.82,2,3,0,1,895,0,76,5,5,12 +houghch01,1975,1,LAN,NL,3,7,38,0,0,0,4,183,43,20,3,34,34,0.195,2.95,0,4,8,1,266,24,25,3,0,3 +houseto01,1975,1,ATL,NL,7,7,58,0,0,0,11,238,79,28,2,36,36,0.262,3.18,10,1,2,3,351,45,39,9,2,8 +hraboal01,1975,1,SLN,NL,13,3,65,0,0,0,22,292,72,18,3,33,82,0.205,1.66,8,3,1,0,393,41,27,5,3,6 +hudsoch01,1975,1,CAL,AL,0,1,3,1,0,0,0,17,7,6,0,4,0,0.304,9.53,0,0,0,0,29,2,6,2,0,0 +hugheji03,1975,1,MIN,AL,16,14,37,34,12,2,0,749,241,106,17,127,130,0.255,3.82,3,10,13,2,1100,1,119,11,4,22 +hunteca01,1975,1,NYA,AL,23,14,39,39,30,7,0,984,248,94,25,83,177,0.208,2.58,4,7,5,0,1294,0,107,7,8,17 +jacksgr01,1975,1,BAL,AL,4,3,41,0,0,0,7,145,42,18,3,21,39,0.241,3.35,6,4,1,0,202,26,18,3,3,3 +jeffeje01,1975,1,BAL,AL,0,2,4,0,0,0,0,23,5,2,0,8,4,0.227,2.35,2,0,0,0,33,3,3,3,0,1 +jeffeje01,1975,2,CHA,AL,5,9,22,21,1,0,0,323,100,61,11,94,67,0.249,5.10,1,5,2,2,505,1,69,4,4,6 +jenkife01,1975,1,TEX,AL,17,18,37,37,22,4,0,810,261,118,37,56,157,0.251,3.93,7,3,9,0,1119,0,130,9,4,17 +johnsda03,1975,1,BAL,AL,0,1,6,0,0,0,0,26,8,4,0,7,4,0.250,4.15,1,1,0,0,41,3,4,2,0,0 +johnsje01,1975,1,SDN,NL,3,1,21,4,0,0,0,162,60,31,3,31,18,0.282,5.17,3,1,0,1,250,4,37,3,3,6 +johnsto02,1975,1,MIN,AL,1,2,18,0,0,0,3,116,40,18,4,21,17,0.263,4.19,4,1,2,0,179,7,23,2,2,2 +jonesod01,1975,1,PIT,NL,0,0,2,0,0,0,0,9,1,0,0,0,2,0.100,0.00,0,0,0,0,10,1,0,0,0,0 +jonesra01,1975,1,SDN,NL,20,12,37,36,18,6,0,855,242,71,17,56,103,0.232,2.24,9,1,0,0,1124,1,94,15,8,35 +kaatji01,1975,1,CHA,AL,20,14,43,41,12,1,0,911,321,105,20,77,142,0.274,3.11,0,0,9,2,1279,1,121,11,10,31 +kekicmi01,1975,1,TEX,AL,0,0,23,0,0,0,2,94,33,13,2,21,19,0.282,3.73,2,2,0,0,142,8,16,3,1,7 +kernji01,1975,1,CLE,AL,1,2,13,7,0,0,0,215,60,30,5,45,55,0.233,3.77,3,3,5,1,311,1,31,2,1,9 +kirbycl01,1975,1,CIN,NL,10,6,26,19,1,0,0,332,113,58,13,54,48,0.264,4.72,3,12,5,1,499,3,63,9,2,9 +kirkwdo01,1975,1,CAL,AL,6,5,44,2,0,0,7,252,85,29,6,28,49,0.270,3.11,2,1,0,0,356,27,38,6,7,7 +kisonbr01,1975,1,PIT,NL,12,11,33,29,6,0,0,576,160,69,10,92,89,0.227,3.23,9,9,4,2,819,0,89,11,7,19 +knappch01,1975,1,CHA,AL,0,0,2,0,0,0,0,6,2,1,0,4,3,0.250,4.50,0,0,0,0,12,2,1,0,0,0 +knowlda01,1975,1,CHN,NL,6,9,58,0,0,0,15,265,107,57,3,36,63,0.299,5.81,9,2,3,1,410,36,61,9,3,3 +koniedo01,1975,1,HOU,NL,6,13,32,29,4,1,0,513,184,85,15,87,89,0.280,4.47,1,6,1,2,762,1,93,8,8,15 +koosmje01,1975,1,NYN,NL,14,13,36,34,11,4,2,719,234,91,19,98,173,0.261,3.42,6,7,4,7,1018,2,106,14,7,21 +kraveke01,1975,1,CHA,AL,0,1,2,1,0,0,0,13,1,3,0,8,1,0.071,6.23,0,0,0,0,22,0,3,0,0,0 +kreugri01,1975,1,BOS,AL,0,0,2,0,0,0,0,12,3,2,0,1,1,0.200,4.50,0,0,0,0,16,1,2,0,0,0 +kucekja01,1975,1,CHA,AL,0,0,2,0,0,0,0,11,9,2,0,4,2,0.500,4.91,0,1,0,0,22,1,2,0,0,0 +kurosry01,1975,1,SLN,NL,0,0,7,0,0,0,0,39,15,11,3,7,6,0.283,7.62,1,0,0,2,61,2,11,0,1,0 +lacorfr01,1975,1,ATL,NL,0,3,3,2,0,0,0,41,13,8,1,6,10,0.245,5.27,0,0,0,0,59,0,10,0,0,1 +lagrole01,1975,1,DET,AL,7,14,32,26,7,2,0,493,183,80,15,66,75,0.280,4.38,5,5,2,0,736,4,105,6,9,17 +langch01,1975,1,MON,NL,0,0,1,1,0,0,0,5,2,2,0,3,2,0.333,10.80,0,0,0,0,9,0,2,0,0,1 +langedi01,1975,1,CAL,AL,4,6,30,8,1,0,1,306,119,59,12,53,45,0.292,5.21,3,3,1,1,468,7,70,2,4,14 +larocda01,1975,1,CLE,AL,5,3,61,0,0,0,17,247,61,20,5,57,94,0.210,2.19,8,4,2,0,359,41,26,10,0,4 +lavelga01,1975,1,SFN,NL,6,3,65,0,0,0,8,247,80,27,3,48,51,0.260,2.95,12,2,3,3,370,29,30,10,1,12 +leebi03,1975,1,BOS,AL,17,9,41,34,17,4,0,780,274,114,20,69,78,0.273,3.95,1,2,3,0,1093,0,123,10,7,29 +lemanda01,1975,1,DET,AL,2,7,26,6,4,0,0,327,120,54,8,46,67,0.281,4.46,5,6,3,0,487,8,62,7,4,6 +leonade01,1975,1,KCA,AL,15,7,32,30,8,0,0,637,212,89,18,90,146,0.263,3.77,4,4,9,0,916,1,98,7,4,20 +leonma01,1975,1,ATL,NL,2,1,50,1,0,0,6,255,90,39,5,33,53,0.274,4.13,8,2,7,0,381,20,52,8,4,8 +lerchra01,1975,1,PHI,NL,0,0,3,0,0,0,0,21,6,5,1,1,8,0.231,6.43,0,0,0,0,27,2,5,0,0,0 +lewalde01,1975,1,LAN,NL,0,0,2,0,0,0,0,9,1,0,0,0,0,0.100,0.00,0,0,0,0,10,2,0,0,0,0 +lindbpa01,1975,1,OAK,AL,9,1,68,0,0,0,7,367,105,37,6,43,58,0.237,2.72,10,3,0,0,499,20,44,6,7,14 +littema01,1975,1,KCA,AL,1,2,7,3,1,0,0,73,19,10,1,15,19,0.229,3.70,0,1,0,0,102,2,11,4,0,1 +lockebo02,1975,1,CHN,NL,0,1,22,0,0,0,0,98,38,18,3,16,14,0.309,4.96,2,1,2,1,148,4,21,5,1,6 +lockwsk01,1975,1,NYN,NL,1,3,24,0,0,0,2,145,28,8,3,25,61,0.174,1.49,6,5,1,0,192,8,9,4,1,2 +lolicmi01,1975,1,DET,AL,12,18,32,32,19,1,0,722,260,101,19,64,139,0.279,3.78,5,7,0,0,1016,0,119,11,8,19 +lonboji01,1975,1,PHI,NL,8,6,27,26,6,2,0,478,161,73,12,45,72,0.257,4.12,7,3,5,2,683,1,84,3,3,11 +lylesp01,1975,1,NYA,AL,5,7,49,0,0,0,6,268,94,31,1,36,65,0.275,3.12,5,5,2,1,387,37,34,4,3,5 +makowto01,1975,1,DET,AL,0,0,3,0,0,0,0,28,10,5,2,9,3,0.278,4.82,0,1,0,0,48,2,11,1,2,0 +maricju01,1975,1,LAN,NL,0,1,2,2,0,0,0,18,11,9,2,5,1,0.407,13.50,1,0,0,1,34,0,9,2,0,0 +marshmi01,1975,1,LAN,NL,9,14,58,0,0,0,13,328,98,40,8,39,64,0.242,3.29,4,4,4,0,469,46,46,16,5,7 +martiti01,1975,1,NYA,AL,1,2,23,2,0,0,8,111,27,11,2,32,20,0.208,2.68,3,5,1,1,167,13,15,2,2,4 +matlajo01,1975,1,NYN,NL,16,12,33,32,8,3,0,686,224,86,15,58,154,0.254,3.38,6,7,1,1,954,0,105,7,5,22 +mayru01,1975,1,NYA,AL,14,12,32,31,13,1,0,636,179,72,9,99,145,0.231,3.06,2,5,2,0,894,0,87,11,8,17 +mcclubo01,1975,1,KCA,AL,1,0,12,0,0,0,1,46,4,0,0,14,15,0.077,0.00,2,0,0,2,66,4,0,0,0,0 +mcdanli01,1975,1,KCA,AL,5,1,40,0,0,0,1,234,81,36,3,24,40,0.276,4.15,5,7,0,0,333,21,40,8,4,9 +mcdowsa01,1975,1,PIT,NL,2,1,14,1,0,0,0,104,30,11,0,20,29,0.242,2.86,3,1,0,2,149,4,11,4,1,3 +mcenawi01,1975,1,CIN,NL,5,2,70,0,0,0,15,273,92,25,6,23,48,0.264,2.47,7,1,2,1,380,38,29,3,4,9 +mcgloly01,1975,1,SLN,NL,15,13,35,34,9,2,0,717,231,104,21,97,146,0.254,3.92,11,5,4,1,1028,0,110,9,10,17 +mcgratu01,1975,1,PHI,NL,9,6,56,0,0,0,14,308,84,34,6,36,55,0.226,2.98,6,5,3,1,419,37,38,7,1,9 +mcintjo01,1975,1,SDN,NL,8,15,37,28,4,1,0,549,195,75,14,60,71,0.273,3.69,9,5,2,1,789,5,88,10,4,21 +mcnalda01,1975,1,MON,NL,3,6,12,12,0,0,0,232,88,45,8,36,36,0.280,5.24,4,3,4,1,358,0,50,4,0,3 +medicdo01,1975,1,NYA,AL,16,16,38,37,15,2,0,817,271,106,25,72,132,0.264,3.50,5,6,1,0,1121,0,115,6,15,21 +merriji01,1975,1,TEX,AL,0,0,5,0,0,0,0,11,3,0,0,0,0,0.214,0.00,0,0,1,0,15,2,1,0,0,0 +messean01,1975,1,LAN,NL,19,14,42,40,19,7,1,965,244,82,22,96,213,0.213,2.29,2,8,5,0,1276,2,92,20,7,24 +metzgbu01,1975,1,SDN,NL,1,0,4,0,0,0,0,14,6,4,1,4,6,0.316,7.71,1,0,0,0,24,3,4,0,1,0 +milledy01,1975,1,BAL,AL,6,3,30,0,0,0,8,139,32,14,3,16,33,0.199,2.72,4,0,0,0,184,21,14,4,3,2 +mingost01,1975,1,KCA,AL,0,3,36,0,0,0,2,151,42,14,2,20,25,0.226,2.50,4,2,1,0,212,15,21,2,3,5 +minshji01,1975,1,PIT,NL,0,0,1,0,0,0,0,3,0,0,0,2,2,0.000,0.00,0,0,0,0,5,1,0,0,0,0 +mintogr01,1975,1,SFN,NL,1,1,4,2,0,0,0,51,19,13,1,11,6,0.288,6.88,3,2,1,1,79,0,14,1,0,3 +mitchcr01,1975,1,OAK,AL,0,1,1,1,0,0,0,11,6,5,0,2,2,0.375,12.27,0,0,0,0,18,0,5,0,0,1 +mitchpa01,1975,1,BAL,AL,3,0,11,4,1,0,0,171,41,23,8,19,31,0.204,3.63,4,1,0,0,224,4,23,3,1,7 +moffira01,1975,1,SFN,NL,4,5,55,0,0,0,11,222,73,32,6,32,39,0.257,3.89,6,4,3,0,327,33,35,6,2,4 +mongesi01,1975,1,CAL,AL,0,2,4,2,2,0,0,71,22,11,3,10,17,0.242,4.18,0,2,1,0,103,0,12,1,0,0 +montajo01,1975,1,MON,NL,0,1,12,0,0,0,2,53,23,11,4,6,9,0.324,5.60,1,2,2,2,81,7,11,0,2,3 +montajo01,1975,2,PHI,NL,0,0,3,0,0,0,0,15,8,5,1,4,1,0.400,9.00,1,0,0,0,25,1,5,1,0,2 +montejo01,1975,1,SFN,NL,15,9,35,34,10,4,0,731,210,78,11,86,215,0.233,2.88,12,6,8,2,1018,1,85,15,6,13 +mooredo01,1975,1,CHN,NL,0,0,4,1,0,0,0,26,12,4,1,4,8,0.316,4.15,0,0,0,0,42,0,4,0,0,0 +mooreto01,1975,1,SLN,NL,0,0,10,0,0,0,0,56,15,8,2,12,6,0.203,3.86,1,2,0,0,86,3,10,0,0,1 +mooreto01,1975,2,TEX,AL,0,2,12,0,0,0,0,63,31,19,1,12,15,0.352,8.14,4,1,1,0,103,6,21,2,0,4 +moosebo01,1975,1,PIT,NL,2,2,23,5,1,0,0,203,63,28,4,25,34,0.246,3.72,3,3,2,1,287,5,30,4,0,6 +moretro01,1975,1,BOS,AL,14,3,36,16,4,1,1,435,132,58,8,76,80,0.248,3.60,6,4,2,0,624,5,60,8,5,12 +mortoca01,1975,1,ATL,NL,17,16,39,39,11,2,0,833,302,108,19,82,78,0.278,3.50,3,1,3,1,1199,0,122,19,8,18 +murphto02,1975,1,ML4,AL,1,9,52,0,0,0,20,217,85,37,5,27,32,0.295,4.60,5,1,5,0,327,43,43,4,3,7 +murrada01,1975,1,MON,NL,15,8,63,0,0,0,9,334,134,49,0,39,43,0.305,3.96,10,2,3,2,499,40,59,12,5,10 +niekrjo01,1975,1,HOU,NL,6,4,40,4,1,1,4,264,79,30,3,39,54,0.240,3.07,4,2,2,0,378,21,32,3,5,4 +niekrph01,1975,1,ATL,NL,15,15,39,37,13,1,0,827,285,98,29,72,144,0.269,3.20,3,15,11,2,1160,2,115,14,3,26 +nolanga01,1975,1,CIN,NL,15,9,32,32,5,1,0,632,202,74,18,29,74,0.251,3.16,5,1,1,2,852,0,75,9,7,6 +normafr01,1975,1,CIN,NL,12,4,34,26,2,0,0,564,163,78,23,84,119,0.235,3.73,5,9,0,1,795,1,85,14,4,14 +norrimi01,1975,1,OAK,AL,1,0,4,3,1,1,0,50,6,0,0,8,5,0.107,0.00,0,0,0,0,65,0,2,0,1,0 +odombl01,1975,1,OAK,AL,0,2,7,2,0,0,0,33,19,15,1,11,4,0.422,12.27,1,1,1,0,59,0,15,1,1,3 +odombl01,1975,2,CLE,AL,1,0,3,1,1,1,0,31,4,3,1,8,10,0.118,2.61,0,0,0,0,42,1,3,0,0,1 +odombl01,1975,3,ATL,NL,1,7,15,10,0,0,0,168,78,44,5,28,30,0.342,7.07,0,4,0,1,263,1,46,5,2,5 +osboroz01,1975,1,CHA,AL,3,0,24,0,0,0,0,174,57,29,2,37,38,0.265,4.50,1,1,2,0,258,7,29,2,2,5 +osburpa01,1975,1,ML4,AL,0,1,6,1,0,0,0,35,19,7,2,9,1,0.404,5.40,0,2,2,0,61,2,9,0,3,3 +osteecl01,1975,1,CHA,AL,7,16,37,37,5,0,0,613,237,99,16,92,63,0.294,4.36,2,2,2,0,919,0,110,11,7,21 +ottenji01,1975,1,CHA,AL,0,0,2,0,0,0,0,16,4,4,1,7,3,0.235,6.75,0,0,0,0,26,1,5,1,1,1 +pactwjo01,1975,1,CAL,AL,1,0,4,3,0,0,0,49,23,7,0,10,3,0.343,3.86,0,1,0,0,79,1,7,1,1,2 +paganda01,1975,1,NYA,AL,0,0,13,0,0,0,1,93,30,14,2,13,18,0.256,4.06,5,1,2,0,135,5,16,1,2,2 +palmeji01,1975,1,BAL,AL,23,11,39,38,25,10,1,969,253,75,20,80,193,0.216,2.09,4,4,2,0,1268,1,87,10,4,32 +parkeha01,1975,1,NYN,NL,2,3,18,1,0,0,2,104,37,17,2,19,22,0.272,4.41,5,4,0,0,159,5,17,4,0,1 +parkeha01,1975,2,SLN,NL,0,1,14,0,0,0,1,56,21,13,3,10,13,0.288,6.27,2,2,0,0,87,4,13,2,2,0 +pattima01,1975,1,KCA,AL,10,10,44,15,5,1,5,531,173,64,13,45,89,0.253,3.25,6,0,3,0,739,16,77,2,5,9 +pazikmi01,1975,1,MIN,AL,0,4,5,3,0,0,0,59,28,18,5,10,8,0.329,8.24,0,1,0,0,96,0,20,1,0,0 +penaor01,1975,1,CAL,AL,0,2,7,0,0,0,0,38,13,3,0,8,4,0.283,2.13,1,1,0,0,55,5,3,0,1,1 +pentzge01,1975,1,DET,AL,0,4,13,0,0,0,0,76,27,9,0,20,21,0.293,3.20,4,1,0,0,118,11,14,4,2,0 +perryga01,1975,1,CLE,AL,6,9,15,15,10,1,0,365,120,48,16,34,85,0.257,3.55,5,2,1,0,509,0,57,5,1,8 +perryga01,1975,2,TEX,AL,12,8,22,22,15,4,0,552,157,62,12,36,148,0.227,3.03,1,3,3,0,739,0,70,6,2,7 +perryji01,1975,1,CLE,AL,1,6,8,6,0,0,0,113,46,28,8,18,11,0.309,6.69,5,0,0,0,170,0,34,3,0,6 +perryji01,1975,2,OAK,AL,3,4,15,11,2,1,0,203,61,35,7,26,33,0.237,4.66,1,3,7,0,296,2,43,1,5,1 +perzast01,1975,1,TEX,AL,3,3,12,8,1,0,0,198,59,22,1,25,26,0.246,3.00,2,3,5,0,274,2,25,2,2,10 +peterfr01,1975,1,CLE,AL,14,8,25,25,6,2,0,439,154,64,15,40,47,0.275,3.94,4,2,6,0,609,0,73,3,1,18 +pitlosk01,1975,1,CHA,AL,0,0,1,0,0,0,0,0,1,0,0,0,0,1.000,,0,0,0,0,1,0,0,0,0,0 +poledi01,1975,1,BOS,AL,4,6,18,11,2,1,0,269,102,44,11,32,42,0.290,4.42,4,1,2,0,394,4,46,4,4,9 +prallwi01,1975,1,CHN,NL,0,2,3,3,0,0,0,44,21,14,1,8,7,0.339,8.59,0,0,0,0,71,0,15,0,1,2 +quintlu01,1975,1,CAL,AL,0,2,4,0,0,0,0,21,13,5,2,6,5,0.394,6.43,1,0,0,0,39,3,6,0,0,0 +raicher01,1975,1,CLE,AL,7,8,18,17,2,0,0,278,118,57,12,31,34,0.320,5.54,6,4,1,1,415,0,61,7,7,4 +rasmuer01,1975,1,SLN,NL,5,5,14,13,2,1,0,243,86,34,8,20,59,0.265,3.78,2,1,0,0,348,0,44,2,0,3 +raudo01,1975,1,LAN,NL,15,9,38,38,8,2,0,773,227,89,18,61,151,0.235,3.11,1,1,3,4,1046,0,96,15,4,17 +reedro01,1975,1,ATL,NL,4,5,10,10,1,0,0,224,93,35,1,16,40,0.304,4.22,2,2,0,0,328,0,39,3,3,4 +reedro01,1975,2,SLN,NL,9,8,24,24,7,2,0,527,181,63,4,37,99,0.264,3.23,5,4,4,0,739,0,79,8,3,13 +renkost01,1975,1,MON,NL,6,12,31,25,3,1,1,511,175,77,20,76,99,0.265,4.07,7,8,1,1,751,1,89,9,4,10 +reuscpa01,1975,1,CHN,NL,1,3,28,0,0,0,5,108,44,14,1,13,12,0.312,3.50,2,1,1,0,160,18,15,4,1,4 +reuscri01,1975,1,CHN,NL,11,17,38,37,6,0,1,702,244,97,17,67,155,0.268,3.73,8,4,7,1,1007,1,116,20,4,28 +reussje01,1975,1,PIT,NL,18,11,32,32,15,6,0,712,224,67,10,78,131,0.253,2.54,8,4,0,1,984,0,73,18,3,29 +reynobo01,1975,1,BAL,AL,0,1,7,0,0,0,0,18,11,6,1,1,1,0.423,9.00,0,1,0,0,29,4,6,1,1,1 +reynobo01,1975,2,DET,AL,0,2,21,0,0,0,3,104,40,18,8,14,26,0.288,4.67,1,1,1,0,157,14,20,2,1,2 +reynobo01,1975,3,CLE,AL,0,2,5,0,0,0,2,29,11,5,0,3,5,0.289,4.66,1,2,0,0,41,3,7,0,0,0 +reynoke01,1975,1,SLN,NL,0,1,10,0,0,0,0,51,12,3,0,11,7,0.203,1.59,2,0,0,0,68,3,4,1,0,2 +rhoderi01,1975,1,LAN,NL,3,3,26,11,1,0,0,298,94,34,8,32,40,0.253,3.08,1,2,1,2,415,5,40,5,5,5 +richajr01,1975,1,HOU,NL,12,10,33,31,7,1,0,609,178,99,8,138,176,0.238,4.39,0,20,4,5,905,1,107,10,4,22 +roberda05,1975,1,HOU,NL,8,14,32,27,7,0,1,595,182,94,16,73,101,0.244,4.27,4,8,2,0,841,3,98,12,8,12 +rodried01,1975,1,ML4,AL,7,0,43,1,0,0,7,263,77,34,9,44,65,0.235,3.49,9,5,5,0,384,24,37,5,2,3 +rogerst01,1975,1,MON,NL,11,12,35,35,12,3,0,755,248,92,13,88,137,0.260,3.29,8,13,4,1,1068,0,104,18,4,27 +rookeji01,1975,1,PIT,NL,13,11,28,28,7,1,0,590,177,65,16,76,102,0.238,2.97,13,5,3,1,839,0,80,11,4,13 +rossga01,1975,1,CAL,AL,0,1,1,1,0,0,0,15,6,3,1,1,4,0.273,5.40,0,0,0,0,23,0,3,0,0,0 +ruhleve01,1975,1,DET,AL,11,12,32,31,8,3,0,570,199,85,17,65,67,0.266,4.03,6,2,7,1,830,1,104,4,5,18 +ruthvdi01,1975,1,PHI,NL,2,2,11,7,0,0,0,122,37,19,2,22,26,0.243,4.20,0,1,1,0,177,3,22,1,1,5 +ryanno01,1975,1,CAL,AL,14,12,28,28,10,5,0,594,152,76,13,132,186,0.213,3.45,0,12,7,0,864,0,90,6,7,19 +sadecra01,1975,1,SLN,NL,1,0,8,0,0,0,0,33,13,4,0,7,8,0.289,3.27,2,0,0,0,55,4,7,1,2,0 +sadecra01,1975,2,ATL,NL,2,3,25,5,0,0,1,199,73,31,3,21,24,0.286,4.21,5,4,4,0,291,4,39,4,7,8 +sadecra01,1975,3,KCA,AL,1,0,5,0,0,0,0,9,5,1,0,3,0,0.333,3.00,0,0,0,0,18,1,2,0,0,0 +sandeke01,1975,1,NYN,NL,1,1,30,0,0,0,5,129,31,11,2,14,8,0.205,2.30,7,0,0,0,172,18,11,6,1,0 +sawyeri01,1975,1,NYA,AL,0,0,4,0,0,0,0,18,7,2,0,2,3,0.304,3.00,0,0,0,0,25,2,4,0,0,1 +scarcma01,1975,1,NYN,NL,0,0,1,0,0,0,0,0,1,0,0,0,0,1.000,,0,0,0,0,1,1,0,0,0,0 +scherfr01,1975,1,HOU,NL,0,1,16,0,0,0,0,49,21,9,4,4,13,0.318,4.96,1,1,1,0,74,9,11,2,1,1 +scherfr01,1975,2,MON,NL,4,3,34,7,0,0,0,229,84,30,3,41,43,0.283,3.54,7,6,5,0,352,5,37,4,5,10 +schuero01,1975,1,PHI,NL,4,4,46,6,1,0,0,278,88,54,6,40,69,0.258,5.24,4,4,1,2,391,7,55,7,2,6 +schulbu01,1975,1,CHN,NL,2,0,6,0,0,0,0,17,11,4,0,5,4,0.367,6.35,1,1,0,0,35,0,6,0,0,0 +scottmi02,1975,1,CAL,AL,4,2,50,0,0,0,1,205,59,25,8,18,31,0.233,3.29,5,2,1,0,283,21,34,6,5,3 +seaveto01,1975,1,NYN,NL,22,9,36,36,15,5,0,841,217,74,11,88,243,0.214,2.38,6,7,4,1,1115,0,81,9,2,18 +seguidi01,1975,1,BOS,AL,2,5,33,1,1,0,6,213,71,38,10,43,45,0.270,4.82,3,5,0,0,316,24,41,10,0,9 +sellsda01,1975,1,CAL,AL,0,0,4,0,0,0,0,25,9,8,3,8,7,0.250,8.64,1,1,0,0,44,2,10,0,0,1 +sellsda01,1975,2,LAN,NL,0,2,5,0,0,0,0,21,6,3,2,3,1,0.222,3.86,0,0,0,0,30,5,3,0,0,0 +siebepa01,1975,1,HOU,NL,0,2,7,2,0,0,2,55,20,6,0,6,6,0.294,2.95,1,2,1,0,77,5,7,2,0,3 +siebeso01,1975,1,SDN,NL,3,2,6,6,0,0,0,80,37,13,2,10,10,0.330,4.39,4,0,1,1,126,0,15,2,1,3 +siebeso01,1975,2,OAK,AL,4,4,17,13,0,0,0,183,60,25,4,31,44,0.253,3.69,3,7,0,0,275,1,28,3,3,1 +simpswa01,1975,1,PHI,NL,1,0,7,5,0,0,0,92,31,11,1,11,19,0.263,3.23,0,1,1,0,132,0,11,1,1,2 +singebi01,1975,1,CAL,AL,7,15,29,27,8,0,1,537,171,99,18,81,78,0.257,4.98,5,6,6,1,770,2,107,11,6,16 +slatoji01,1975,1,ML4,AL,11,18,37,33,10,3,0,651,238,109,28,90,119,0.276,4.52,6,12,2,0,970,1,129,9,7,15 +solomed01,1975,1,CHN,NL,0,0,6,0,0,0,0,20,7,1,1,6,3,0.269,1.35,2,2,0,0,34,3,6,2,0,0 +sosael01,1975,1,SLN,NL,0,3,14,1,0,0,0,82,22,12,3,14,15,0.227,3.95,2,1,1,0,116,4,14,0,4,2 +sosael01,1975,2,ATL,NL,2,2,43,0,0,0,2,187,70,31,3,29,31,0.295,4.48,7,3,3,1,279,21,35,8,1,6 +sosajo01,1975,1,HOU,NL,1,3,25,2,0,0,1,141,51,21,5,23,31,0.291,4.02,4,5,1,0,206,9,21,4,3,1 +spillda01,1975,1,SDN,NL,5,13,37,25,3,0,1,500,194,79,14,63,104,0.293,4.27,7,6,2,0,746,3,93,13,5,11 +splitpa01,1975,1,KCA,AL,9,10,35,23,6,3,1,477,156,56,10,56,76,0.255,3.17,10,6,1,0,682,5,75,9,5,9 +spraged01,1975,1,ML4,AL,1,7,18,11,0,0,1,202,81,35,5,40,21,0.297,4.68,3,6,2,0,320,2,46,4,1,9 +stanhdo01,1975,1,MON,NL,0,0,4,3,0,0,0,39,19,12,1,11,5,0.345,8.31,2,1,0,0,67,0,12,0,1,1 +stantmi01,1975,1,HOU,NL,0,2,7,2,0,0,1,52,20,14,1,20,16,0.290,7.27,0,4,0,1,89,1,14,0,0,0 +stoddti01,1975,1,CHA,AL,0,0,1,0,0,0,0,3,2,1,1,0,0,0.400,9.00,0,0,0,0,5,0,1,0,0,0 +stonege02,1975,1,NYN,NL,3,3,13,11,1,0,0,171,75,32,3,21,21,0.323,5.05,3,4,0,1,261,0,38,7,1,4 +stonest01,1975,1,CHN,NL,12,8,33,32,6,1,0,643,198,94,24,80,139,0.245,3.95,3,2,5,2,911,1,103,11,8,14 +stricji01,1975,1,CLE,AL,0,0,4,0,0,0,1,14,4,1,0,2,3,0.222,1.93,0,0,1,0,21,2,1,0,0,0 +strombr01,1975,1,SDN,NL,8,8,18,16,6,2,0,361,103,34,6,33,56,0.233,2.54,2,5,2,2,488,1,42,8,3,15 +suttodo01,1975,1,LAN,NL,16,13,35,35,11,4,0,763,202,81,17,62,175,0.213,2.87,5,7,3,0,1031,0,87,14,4,3 +swancr01,1975,1,NYN,NL,1,3,6,6,0,0,0,93,38,22,4,13,19,0.302,6.39,2,0,1,2,142,0,22,0,2,1 +tananfr01,1975,1,CAL,AL,16,9,34,33,16,5,0,772,211,75,21,73,269,0.226,2.62,6,8,7,1,1029,1,80,13,4,15 +tatera01,1975,1,NYN,NL,5,13,26,23,2,0,0,413,121,68,8,86,99,0.240,4.45,3,1,5,2,605,1,73,7,2,7 +tayloch02,1975,1,MON,NL,2,2,54,0,0,0,6,222,72,29,6,24,29,0.264,3.53,5,0,1,0,308,28,32,6,4,11 +tekulke01,1975,1,PIT,NL,1,2,34,0,0,0,5,168,43,14,2,23,28,0.215,2.25,6,3,1,0,232,9,20,6,2,5 +terlegr01,1975,1,SLN,NL,0,1,20,0,0,0,0,91,38,15,4,12,13,0.314,4.45,5,0,0,0,141,9,16,4,1,2 +thomast01,1975,1,TEX,AL,4,4,46,1,0,0,3,244,72,28,2,34,46,0.239,3.10,6,1,3,1,341,19,36,2,1,12 +thompmi01,1975,1,ATL,NL,0,6,16,10,0,0,0,155,60,27,2,32,42,0.305,4.70,0,5,0,2,240,1,32,8,3,4 +throoge01,1975,1,KCA,AL,0,0,7,0,0,0,2,27,8,4,1,2,8,0.250,4.00,0,0,0,0,36,4,5,1,1,0 +tiantlu01,1975,1,BOS,AL,18,14,35,35,18,2,0,780,262,116,25,72,142,0.264,4.02,0,2,4,0,1080,0,126,7,5,20 +tidrodi01,1975,1,NYA,AL,6,3,37,0,0,0,5,208,65,24,5,31,38,0.257,3.12,6,2,3,0,294,23,27,4,2,14 +toddji01,1975,1,OAK,AL,8,3,58,0,0,0,12,366,104,31,4,33,50,0.234,2.29,4,5,3,0,489,31,40,6,3,17 +tomlida01,1975,1,SDN,NL,4,2,67,0,0,0,1,249,87,30,5,31,48,0.276,3.25,9,1,2,2,365,19,38,12,4,6 +tomsto01,1975,1,SFN,NL,0,1,7,0,0,0,0,31,13,7,1,6,6,0.317,6.10,5,0,0,1,48,5,8,0,1,1 +torremi01,1975,1,BAL,AL,20,9,36,36,16,2,0,812,238,92,15,133,119,0.239,3.06,5,10,5,1,1144,0,103,7,5,35 +torrepa01,1975,1,ATL,NL,0,1,6,0,0,0,0,20,7,1,0,3,5,0.250,1.35,0,0,0,0,31,3,2,0,0,0 +travebi01,1975,1,ML4,AL,6,11,28,23,5,0,1,409,130,65,15,60,57,0.251,4.29,3,4,11,0,595,2,78,1,6,17 +twitcwa01,1975,1,PHI,NL,5,10,36,20,0,0,0,403,132,66,10,78,101,0.262,4.42,3,10,1,4,602,5,82,12,6,9 +umbarji01,1975,1,TEX,AL,8,7,56,12,3,2,2,393,134,60,11,59,50,0.276,4.12,9,1,2,4,561,11,63,9,6,21 +underto01,1975,1,PHI,NL,14,13,35,35,7,2,0,658,221,101,12,84,123,0.262,4.14,5,9,6,4,949,0,110,9,7,27 +upshace01,1975,1,CHA,AL,1,1,29,0,0,0,1,142,49,17,5,21,22,0.271,3.23,3,2,4,0,208,15,19,2,0,7 +vuckope01,1975,1,CHA,AL,0,1,4,2,0,0,0,31,17,15,0,7,5,0.386,13.06,1,3,0,0,52,1,15,1,0,2 +waitsri01,1975,1,CLE,AL,6,2,16,7,3,0,1,211,57,23,3,25,34,0.221,2.94,5,2,1,0,285,4,25,1,0,3 +walketo02,1975,1,DET,AL,3,8,36,9,1,0,0,346,116,57,16,40,60,0.261,4.45,3,4,5,0,505,17,69,9,6,3 +wallami01,1975,1,NYA,AL,0,0,3,0,0,0,0,13,11,7,1,1,2,0.458,14.54,0,0,0,0,25,0,7,0,0,1 +wallami01,1975,2,SLN,NL,0,0,9,0,0,0,0,26,9,2,0,5,6,0.281,2.08,2,1,0,0,39,4,2,2,0,2 +wallst01,1975,1,LAN,NL,0,1,10,0,0,0,0,48,12,3,0,7,6,0.222,1.69,0,1,1,0,66,5,6,1,3,3 +warthda01,1975,1,MON,NL,8,6,40,18,2,0,3,503,130,58,8,87,128,0.217,3.11,4,5,1,3,700,12,62,7,6,17 +watted01,1975,1,CHN,NL,0,1,6,0,0,0,0,18,14,9,0,8,6,0.452,13.50,4,1,1,0,41,1,11,1,0,0 +webbha01,1975,1,NYN,NL,7,6,29,15,3,1,0,345,102,52,12,62,38,0.236,4.07,4,4,1,4,502,5,58,4,2,10 +wilcomi01,1975,1,CHN,NL,0,1,25,0,0,0,0,115,50,24,4,17,21,0.323,5.63,2,1,1,0,178,6,27,3,2,5 +wileyma01,1975,1,MIN,AL,1,3,15,3,1,0,2,116,50,26,4,13,15,0.325,6.05,1,0,1,0,172,6,30,1,3,7 +willich01,1975,1,SFN,NL,5,3,55,2,0,0,3,294,94,38,2,66,45,0.262,3.49,14,9,4,0,438,21,41,4,4,14 +willoji01,1975,1,BOS,AL,5,2,24,0,0,0,8,145,46,19,6,16,29,0.247,3.54,3,2,2,0,208,15,25,2,2,2 +wiseri01,1975,1,BOS,AL,19,12,35,35,17,1,0,766,262,112,34,72,141,0.263,3.95,1,6,4,1,1091,0,126,10,9,13 +woodwi01,1975,1,CHA,AL,16,20,43,43,14,2,0,874,309,133,26,92,140,0.272,4.11,5,6,5,2,1245,0,148,6,6,24 +wrighcl01,1975,1,TEX,AL,4,6,25,14,1,0,0,280,105,46,7,47,32,0.294,4.44,3,3,1,1,423,5,56,10,8,9 +yorkji01,1975,1,HOU,NL,4,4,19,4,0,0,0,140,43,20,1,25,17,0.251,3.86,3,1,5,1,209,6,22,5,3,4 +zahnge01,1975,1,LAN,NL,0,1,2,0,0,0,0,9,2,3,0,5,1,0.222,9.00,1,1,0,0,14,2,3,0,0,1 +zahnge01,1975,2,CHN,NL,2,7,16,10,0,0,1,188,67,31,2,26,21,0.282,4.45,3,0,0,0,272,3,37,5,3,7 +zamoros01,1975,1,CHN,NL,5,2,52,0,0,0,10,213,84,40,17,15,28,0.297,5.07,5,1,0,0,306,31,42,2,7,6 +abbotgl01,1976,1,OAK,AL,2,4,19,10,0,0,0,187,87,38,6,16,27,0.333,5.49,0,3,1,0,283,4,41,3,2,0 +alburvi01,1976,1,MIN,AL,3,1,23,0,0,0,0,151,51,20,0,24,23,0.270,3.58,3,4,2,0,221,11,22,2,5,2 +alcalsa01,1976,1,CIN,NL,11,4,30,21,3,1,0,396,131,69,12,67,67,0.261,4.70,3,3,3,2,583,3,72,6,6,7 +alexado01,1976,1,BAL,AL,3,4,11,6,2,1,0,193,58,25,3,24,17,0.248,3.50,2,0,0,1,265,4,27,2,4,5 +alexado01,1976,2,NYA,AL,10,5,19,19,5,2,0,410,114,50,9,39,41,0.229,3.29,0,6,3,1,547,0,54,3,5,12 +andujjo01,1976,1,HOU,NL,9,10,28,25,9,4,0,517,163,69,8,75,59,0.255,3.60,2,1,1,5,729,1,74,9,4,15 +apodabo01,1976,1,NYN,NL,3,7,43,3,0,0,5,269,71,28,4,29,45,0.223,2.81,12,0,3,0,364,30,34,10,3,7 +atkinbi01,1976,1,MON,NL,0,0,4,0,0,0,0,15,3,0,0,1,4,0.176,0.00,1,2,0,0,18,0,0,0,0,0 +augusje01,1976,1,ML4,AL,9,12,39,24,5,3,0,515,167,63,9,56,59,0.261,3.30,4,1,4,2,716,4,69,9,7,22 +austiri01,1976,1,ML4,AL,0,0,3,0,0,0,0,16,10,3,1,0,3,0.435,5.06,0,0,1,0,26,3,3,0,2,1 +autryal01,1976,1,ATL,NL,1,0,1,1,0,0,0,15,4,3,2,3,3,0.222,5.40,0,0,0,0,21,0,3,0,0,0 +bacsimi01,1976,1,TEX,AL,3,2,23,0,0,0,0,165,66,26,3,26,21,0.308,4.25,4,2,2,1,251,7,31,7,2,4 +bahnsst01,1976,1,OAK,AL,8,7,35,14,1,1,0,429,124,53,13,43,82,0.232,3.34,3,7,2,0,589,10,55,6,4,6 +bairdo01,1976,1,PIT,NL,0,0,4,0,0,0,0,19,4,4,0,5,4,0.174,5.68,1,0,0,0,28,1,4,0,0,0 +baldwri01,1976,1,NYN,NL,0,0,11,0,0,0,0,68,14,6,0,10,9,0.189,2.38,1,0,2,0,89,4,6,0,3,1 +baneed01,1976,1,MIN,AL,4,7,17,15,1,0,0,238,92,45,6,39,24,0.290,5.11,2,6,0,0,359,2,52,2,1,8 +barera01,1976,1,DET,AL,7,8,30,21,3,2,0,402,157,69,13,51,59,0.293,4.63,6,5,0,0,594,5,85,4,3,16 +barkele01,1976,1,TEX,AL,1,0,2,2,1,1,0,45,7,4,0,6,7,0.149,2.40,0,1,2,0,56,0,4,1,0,3 +barlomi01,1976,1,HOU,NL,2,2,16,0,0,0,0,66,27,11,0,17,11,0.318,4.50,1,1,0,0,107,7,13,5,0,1 +barrifr01,1976,1,CHA,AL,5,9,35,14,6,0,3,425,136,68,13,46,81,0.255,4.32,3,2,4,1,596,13,72,4,8,14 +barrji01,1976,1,SFN,NL,15,12,37,37,8,3,0,757,260,81,9,60,75,0.266,2.89,7,3,2,2,1056,0,104,10,6,23 +barrst01,1976,1,TEX,AL,2,6,20,10,3,0,0,203,70,42,10,44,27,0.269,5.59,1,4,0,1,309,4,51,3,2,6 +battoch01,1976,1,OAK,AL,0,0,2,1,0,0,0,12,5,4,1,3,4,0.313,9.00,0,0,0,0,19,1,4,0,0,1 +beardmi01,1976,1,ATL,NL,0,2,30,0,0,0,1,101,38,16,1,14,8,0.299,4.28,3,2,0,2,150,11,18,7,2,2 +bearega01,1976,1,ML4,AL,2,3,6,5,2,0,0,123,43,15,4,15,32,0.274,3.29,0,1,0,0,173,1,16,0,1,8 +bibbyji01,1976,1,CLE,AL,13,7,34,21,4,3,1,490,162,58,6,56,84,0.266,3.20,1,3,1,0,683,4,61,9,8,16 +billija01,1976,1,CIN,NL,12,10,34,29,5,2,1,531,190,85,17,62,76,0.279,4.32,5,9,4,0,762,3,96,10,5,25 +birddo01,1976,1,KCA,AL,12,10,39,27,2,1,2,593,191,74,17,31,107,0.251,3.37,3,0,3,1,808,6,90,2,10,14 +blairde01,1976,1,MON,NL,0,2,5,4,1,0,0,47,21,7,1,11,9,0.300,4.02,0,1,2,0,84,0,11,0,1,0 +bluevi01,1976,1,OAK,AL,18,13,37,37,20,6,0,895,268,78,9,63,166,0.239,2.35,3,5,1,1,1205,0,90,13,5,20 +blylebe01,1976,1,MIN,AL,4,5,12,12,4,0,0,286,101,33,3,35,75,0.283,3.12,5,0,4,2,406,0,39,7,3,11 +blylebe01,1976,2,TEX,AL,9,11,24,24,14,6,0,607,182,62,11,46,144,0.242,2.76,1,7,8,0,819,0,67,11,3,24 +boggsto01,1976,1,TEX,AL,1,7,13,13,3,0,0,271,87,35,7,34,36,0.257,3.49,1,7,1,1,383,0,42,4,5,5 +bonhabi01,1976,1,CHN,NL,9,13,32,31,3,0,0,588,215,93,11,96,110,0.283,4.27,2,10,2,2,879,0,102,12,9,16 +borbope01,1976,1,CIN,NL,4,3,69,1,0,0,8,363,135,45,4,31,53,0.292,3.35,11,3,4,1,515,26,49,12,6,15 +bosmadi01,1976,1,OAK,AL,4,2,27,15,0,0,0,336,118,51,13,19,34,0.274,4.10,1,2,1,0,459,2,54,6,2,11 +brettke01,1976,1,NYA,AL,0,0,2,0,0,0,1,7,2,0,0,0,1,0.222,0.00,0,0,0,0,9,1,0,0,0,0 +brettke01,1976,2,CHA,AL,10,12,27,26,16,1,1,602,171,74,5,76,91,0.234,3.32,3,4,3,1,826,1,82,6,9,14 +breweji01,1976,1,CAL,AL,3,1,13,0,0,0,2,60,20,6,0,6,16,0.253,2.70,0,0,0,0,85,7,7,0,1,1 +brilene01,1976,1,TEX,AL,11,9,32,31,7,1,1,630,224,76,17,47,98,0.273,3.26,0,6,2,1,879,1,87,3,6,10 +brobepe01,1976,1,ML4,AL,1,7,20,11,1,0,0,277,99,51,5,72,28,0.281,4.97,6,8,4,0,437,3,59,3,6,9 +brownja01,1976,1,CLE,AL,9,11,32,27,5,2,0,540,193,85,14,55,104,0.276,4.25,4,5,7,0,777,0,94,8,7,16 +brunoto01,1976,1,KCA,AL,1,0,12,0,0,0,0,52,20,13,3,9,11,0.290,6.75,1,0,0,1,80,4,13,1,1,2 +burgmto01,1976,1,MIN,AL,8,1,57,0,0,0,1,346,95,32,11,29,45,0.226,2.50,3,2,2,2,456,22,36,4,0,14 +burrira01,1976,1,CHN,NL,15,13,37,36,10,4,0,747,251,86,22,70,112,0.263,3.11,5,7,5,1,1053,0,102,18,5,16 +busbyst01,1976,1,KCA,AL,3,3,13,13,1,0,0,215,58,35,7,49,29,0.218,4.40,1,1,3,0,323,0,42,3,2,1 +busketo01,1976,1,CLE,AL,5,4,39,0,0,0,1,283,88,38,9,34,32,0.256,3.63,8,3,3,1,391,20,42,7,3,9 +caldwmi01,1976,1,SFN,NL,1,7,50,9,0,0,2,322,145,58,5,20,55,0.324,4.86,2,7,2,0,480,19,74,8,3,12 +campbbi02,1976,1,MIN,AL,17,5,78,0,0,0,20,503,145,56,9,62,115,0.234,3.01,11,7,5,0,703,68,63,9,7,11 +campri01,1976,1,ATL,NL,0,1,5,1,0,0,0,34,13,8,0,2,6,0.302,6.35,0,0,0,0,46,2,9,0,1,0 +candejo01,1976,1,PIT,NL,16,7,32,31,11,4,1,660,173,77,22,60,138,0.217,3.15,5,0,2,0,881,1,87,13,6,16 +capildo01,1976,1,SLN,NL,1,0,7,0,0,0,0,25,8,5,0,4,5,0.242,5.40,0,2,0,1,37,2,5,0,0,0 +caprabu01,1976,1,ATL,NL,0,1,5,0,0,0,0,28,9,9,0,6,4,0.265,8.68,2,0,0,0,44,2,9,3,1,0 +carltst01,1976,1,PHI,NL,20,7,35,35,13,2,0,758,224,88,19,72,195,0.237,3.13,4,8,1,3,1031,0,94,8,4,21 +carrido01,1976,1,MON,NL,6,12,34,19,2,0,0,421,153,69,9,78,71,0.286,4.43,13,8,7,0,642,3,84,17,5,20 +carrocl02,1976,1,CHA,AL,4,4,29,0,0,0,6,232,67,22,1,24,38,0.242,2.56,2,4,2,0,311,20,26,7,1,7 +castrbi01,1976,1,ML4,AL,4,6,39,0,0,0,8,211,70,27,4,19,23,0.265,3.45,5,2,3,0,291,29,29,5,0,12 +champbi01,1976,1,ML4,AL,0,1,10,3,0,0,0,73,35,19,0,13,8,0.361,7.03,2,3,1,0,115,1,20,1,3,4 +chrisla01,1976,1,PHI,NL,13,8,32,29,2,0,0,506,199,69,8,42,54,0.297,3.68,4,4,1,1,727,1,77,10,3,16 +clevere01,1976,1,BOS,AL,10,9,41,14,3,0,2,510,159,58,3,61,76,0.247,3.07,4,6,4,0,719,10,73,5,3,12 +colboji01,1976,1,ML4,AL,9,15,32,32,7,0,0,677,232,93,20,54,101,0.268,3.71,9,6,2,2,937,0,97,7,8,17 +colemjo05,1976,1,DET,AL,2,5,12,12,1,0,0,200,80,36,1,34,38,0.308,4.86,0,6,5,0,309,0,44,8,2,3 +colemjo05,1976,2,CHN,NL,2,8,39,4,0,0,4,237,72,36,9,35,66,0.246,4.10,8,3,2,1,339,21,43,6,3,4 +cosgrmi01,1976,1,HOU,NL,3,4,22,16,1,1,0,269,106,55,6,58,34,0.304,5.52,2,5,2,0,425,1,63,9,6,12 +cramje01,1976,1,KCA,AL,0,0,4,0,0,0,0,13,8,3,0,1,2,0.421,6.23,0,1,0,0,21,2,3,1,0,0 +crawfji01,1976,1,DET,AL,1,8,32,5,1,0,2,328,115,55,4,43,68,0.276,4.53,4,7,0,0,478,11,65,7,10,10 +crosbke01,1976,1,CHN,NL,0,0,7,1,0,0,0,36,20,16,3,8,5,0.377,12.00,0,0,0,0,64,1,16,3,0,0 +cuellmi01,1976,1,BAL,AL,4,13,26,19,2,1,1,321,129,59,8,50,32,0.307,4.96,5,5,2,0,490,4,63,12,6,13 +curtijo01,1976,1,SLN,NL,6,11,37,15,3,1,1,402,139,67,11,65,52,0.276,4.50,10,7,0,0,579,10,68,7,3,19 +dacqujo01,1976,1,SFN,NL,3,8,28,19,0,0,0,318,93,63,5,102,53,0.243,5.35,1,10,3,1,503,5,69,9,6,8 +dalcabr01,1976,1,ATL,NL,3,5,42,1,0,0,1,220,67,29,6,42,36,0.244,3.56,8,8,2,1,328,16,41,5,4,8 +darcypa01,1976,1,CIN,NL,2,3,11,4,0,0,2,117,41,27,2,22,15,0.279,6.23,2,3,0,0,173,3,27,2,2,4 +deckejo01,1976,1,MIN,AL,2,7,13,12,0,0,0,174,60,34,3,51,35,0.273,5.28,0,6,1,1,279,1,37,2,5,6 +demerla01,1976,1,PIT,NL,10,7,36,15,4,1,2,435,123,51,8,58,72,0.234,3.17,8,0,2,1,604,7,56,11,8,10 +dennyjo01,1976,1,SLN,NL,11,9,30,30,8,3,0,621,189,58,11,74,74,0.246,2.52,3,5,8,0,861,0,71,9,1,26 +dettoto01,1976,1,CHN,NL,0,1,4,0,0,0,0,21,11,8,3,2,4,0.355,10.29,0,0,0,0,33,1,8,0,0,0 +devinad01,1976,1,ATL,NL,5,6,48,1,0,0,9,219,72,26,3,26,48,0.255,3.21,7,2,1,0,319,24,30,6,4,5 +dierkla01,1976,1,HOU,NL,13,14,28,28,7,4,0,563,171,77,9,72,112,0.243,3.69,6,12,6,2,790,0,85,4,5,13 +dobsopa01,1976,1,CLE,AL,16,12,35,35,6,0,0,652,226,84,13,65,117,0.272,3.48,7,6,2,0,919,0,98,13,9,22 +downial01,1976,1,LAN,NL,1,2,17,3,0,0,0,140,43,20,3,18,30,0.250,3.86,1,2,0,0,196,6,21,4,2,4 +dragodi01,1976,1,CAL,AL,7,8,43,0,0,0,6,238,80,39,7,31,43,0.264,4.42,8,3,5,0,346,27,42,3,4,5 +dressro01,1976,1,SFN,NL,3,10,25,19,0,0,0,323,125,53,8,35,33,0.291,4.43,4,1,2,0,480,2,68,8,5,10 +dunnist01,1976,1,CAL,AL,0,0,4,0,0,0,0,18,9,5,2,6,4,0.310,7.50,1,0,0,0,37,1,9,1,1,0 +dunnist01,1976,2,MON,NL,2,6,32,7,1,0,0,274,93,42,6,33,72,0.274,4.14,4,6,2,0,390,7,50,11,5,3 +dupremi01,1976,1,SDN,NL,0,0,12,0,0,0,0,47,18,16,4,7,5,0.286,9.19,0,1,0,2,71,7,17,0,1,1 +easteja01,1976,1,ATL,NL,1,1,4,4,0,0,0,66,23,12,0,13,11,0.280,4.91,1,3,0,0,96,0,12,1,0,5 +eastwra01,1976,1,CIN,NL,11,5,71,0,0,0,26,323,93,25,3,27,70,0.232,2.09,3,1,2,0,439,59,30,6,3,8 +eckerde01,1976,1,CLE,AL,13,12,36,30,9,3,1,598,155,76,13,78,200,0.214,3.43,2,6,5,1,821,3,82,10,4,5 +ellisdo01,1976,1,NYA,AL,17,8,32,32,8,1,0,635,195,75,14,76,65,0.247,3.19,1,4,4,1,886,0,83,5,11,20 +espinni01,1976,1,NYN,NL,4,4,12,5,0,0,0,125,41,17,3,13,30,0.265,3.67,3,1,0,0,175,0,21,4,3,2 +falcope01,1976,1,SLN,NL,12,16,32,32,9,2,0,636,173,76,12,93,138,0.222,3.23,1,9,2,1,893,0,87,8,9,18 +fidryma01,1976,1,DET,AL,19,9,31,29,24,4,0,751,217,65,12,53,97,0.235,2.34,3,6,3,0,996,2,76,12,5,25 +figueed01,1976,1,NYA,AL,19,10,34,34,14,4,0,770,237,86,13,94,119,0.246,3.02,0,6,3,0,1081,0,101,11,11,16 +fingero01,1976,1,OAK,AL,13,11,70,0,0,0,20,404,118,37,3,40,113,0.243,2.47,10,2,7,0,559,62,40,16,11,6 +fitzmal01,1976,1,KCA,AL,15,11,35,33,8,2,0,661,227,75,6,56,80,0.273,3.06,6,3,2,1,907,0,89,6,10,33 +flanami01,1976,1,BAL,AL,3,5,20,10,4,0,0,255,83,39,7,33,56,0.260,4.13,0,2,0,1,358,7,41,2,4,7 +folkeri01,1976,1,SDN,NL,2,3,33,3,0,0,0,179,67,35,10,25,26,0.279,5.28,8,3,2,2,273,6,39,3,3,1 +forscbo01,1976,1,SLN,NL,8,10,33,32,2,0,0,582,209,85,17,71,76,0.277,3.94,8,9,3,0,844,0,112,9,6,22 +forscke01,1976,1,HOU,NL,4,3,52,0,0,0,19,276,76,22,5,26,49,0.228,2.15,7,2,2,1,372,46,23,6,2,9 +forstte01,1976,1,CHA,AL,2,12,29,16,1,0,1,334,126,54,7,41,70,0.288,4.37,4,7,1,0,486,8,61,6,1,8 +fosteal01,1976,1,SDN,NL,3,6,26,11,2,0,0,260,75,31,9,35,22,0.235,3.22,2,2,1,1,360,4,36,3,2,8 +foucast01,1976,1,TEX,AL,8,8,46,0,0,0,5,227,68,28,9,25,41,0.249,3.33,7,1,4,0,317,31,31,12,3,6 +frailke01,1976,1,CHN,NL,1,2,6,3,0,0,0,56,20,5,0,5,10,0.274,2.41,0,0,0,0,79,1,7,0,1,3 +freisda01,1976,1,SDN,NL,10,13,34,24,6,3,1,516,163,67,10,66,81,0.248,3.51,7,7,5,3,736,5,73,5,2,15 +friseda01,1976,1,SLN,NL,0,0,18,0,0,0,1,68,19,10,3,13,11,0.232,3.97,1,2,0,0,97,10,10,0,2,2 +friseda01,1976,2,ML4,AL,5,2,32,0,0,0,9,148,30,15,4,34,43,0.175,2.74,5,7,1,0,210,24,16,3,1,2 +frymawo01,1976,1,MON,NL,13,13,34,32,4,2,2,649,218,81,14,76,123,0.263,3.37,7,1,9,1,933,2,89,9,11,12 +garbege01,1976,1,PHI,NL,9,3,59,0,0,0,11,278,78,29,4,30,92,0.228,2.82,8,2,4,0,384,33,33,4,4,7 +garlawa01,1976,1,BAL,AL,20,7,38,25,14,4,1,697,224,69,10,64,113,0.255,2.67,9,5,6,1,976,9,81,15,11,14 +garmami01,1976,1,CHN,NL,2,4,47,2,0,0,1,229,79,42,7,35,37,0.274,4.95,8,4,3,0,339,21,48,6,6,7 +giustda01,1976,1,PIT,NL,5,4,40,0,0,0,6,175,59,28,5,27,24,0.267,4.32,9,0,0,0,257,22,31,8,1,5 +glynned01,1976,1,DET,AL,1,3,5,4,1,0,0,71,22,16,3,20,17,0.265,6.08,1,0,0,0,108,1,18,2,3,5 +goltzda01,1976,1,MIN,AL,14,14,36,35,13,4,0,748,239,93,14,91,133,0.254,3.36,4,15,5,1,1054,0,113,7,9,30 +gossari01,1976,1,CHA,AL,9,17,31,29,15,0,1,672,214,98,16,90,135,0.255,3.94,3,6,9,0,956,1,104,8,7,13 +grangwa01,1976,1,MON,NL,1,0,27,0,0,0,2,96,32,13,3,16,16,0.264,3.66,4,1,2,0,143,7,15,2,2,3 +greifbi01,1976,1,SDN,NL,1,3,5,5,0,0,0,67,27,20,2,11,5,0.297,8.06,0,1,0,0,104,0,20,1,1,0 +greifbi01,1976,2,SLN,NL,1,5,47,0,0,0,6,164,60,25,5,26,32,0.290,4.12,5,6,2,0,244,21,28,4,5,8 +griffto02,1976,1,HOU,NL,5,3,20,2,0,0,0,125,44,28,4,37,33,0.278,6.05,2,3,1,0,201,2,29,2,3,3 +griffto02,1976,2,SDN,NL,4,3,11,11,2,0,0,211,56,23,0,42,36,0.222,2.94,1,6,1,0,304,0,27,7,2,5 +grillst01,1976,1,DET,AL,3,1,36,0,0,0,3,198,63,34,5,41,36,0.257,4.64,5,5,5,2,301,24,43,6,5,5 +grimsro02,1976,1,BAL,AL,8,7,28,19,2,0,0,410,143,60,8,35,41,0.270,3.95,2,2,1,0,578,5,66,9,4,8 +guidrro01,1976,1,NYA,AL,0,0,7,0,0,0,0,48,20,10,1,4,12,0.294,5.63,0,0,0,0,72,1,12,0,0,0 +gulledo01,1976,1,CIN,NL,11,3,23,20,4,0,1,378,119,42,8,48,64,0.253,3.00,3,7,0,0,529,1,48,9,1,13 +gurala01,1976,1,KCA,AL,4,0,20,2,1,1,1,188,47,16,4,20,22,0.213,2.30,3,2,1,0,249,7,20,1,6,6 +haasmo01,1976,1,ML4,AL,0,1,5,2,0,0,0,48,12,7,0,12,9,0.207,3.94,0,2,0,0,73,2,8,2,1,1 +haliced01,1976,1,SFN,NL,12,14,32,31,8,4,0,559,171,75,10,61,130,0.246,3.62,7,4,2,0,770,1,86,10,3,20 +hallto01,1976,1,NYN,NL,1,1,5,0,0,0,0,14,5,3,0,5,2,0.250,5.79,2,0,0,0,25,2,3,0,0,0 +hallto01,1976,2,KCA,AL,1,1,31,0,0,0,1,91,28,15,4,18,25,0.246,4.45,1,1,0,0,134,16,19,1,1,1 +hamilda01,1976,1,CHA,AL,6,6,45,1,0,0,10,271,81,36,4,45,62,0.243,3.59,6,3,4,0,395,34,38,7,6,6 +hannage01,1976,1,MON,NL,2,0,3,3,0,0,0,48,20,12,2,12,10,0.323,6.75,0,1,0,0,76,0,14,0,2,1 +hannapr01,1976,1,ATL,NL,0,0,5,0,0,0,0,24,11,4,0,4,3,0.333,4.50,0,0,0,0,37,2,5,0,0,0 +hardyla01,1976,1,HOU,NL,0,0,15,0,0,0,3,65,34,17,2,10,10,0.362,7.06,2,1,0,0,106,11,19,2,0,2 +hargast01,1976,1,TEX,AL,8,8,35,8,2,1,1,373,127,50,8,38,63,0.261,3.62,3,8,3,0,537,13,63,7,2,8 +hartzpa01,1976,1,CAL,AL,7,4,37,15,7,2,2,498,166,51,6,43,51,0.266,2.77,5,3,10,0,692,14,64,9,6,25 +hasslan01,1976,1,CAL,AL,0,6,14,4,0,0,0,142,50,27,3,17,16,0.284,5.13,2,1,0,0,200,7,31,4,3,5 +hasslan01,1976,2,KCA,AL,5,6,19,14,4,1,0,299,89,32,2,39,45,0.242,2.89,0,3,0,0,414,0,37,3,4,12 +hausmto01,1976,1,ML4,AL,0,0,3,0,0,0,0,10,3,2,0,3,1,0.250,5.40,1,0,0,0,15,2,2,0,0,0 +heaveda01,1976,1,SFN,NL,4,4,61,0,0,0,1,225,85,37,2,15,40,0.289,4.44,3,5,2,2,322,15,45,7,4,10 +hendejo01,1976,1,CIN,NL,2,0,4,0,0,0,0,33,9,0,0,8,7,0.225,0.00,3,1,0,0,48,2,1,0,0,2 +hernara01,1976,1,PIT,NL,2,2,37,0,0,0,3,129,42,17,3,16,17,0.263,3.56,5,2,1,1,184,17,17,3,4,3 +hernara01,1976,2,CHN,NL,0,0,2,0,0,0,0,5,2,0,0,0,1,0.333,0.00,0,0,0,0,7,0,0,1,0,0 +hillejo01,1976,1,DET,AL,12,8,56,1,1,1,13,363,93,32,7,67,117,0.219,2.38,9,6,2,0,510,46,37,9,8,9 +hintori01,1976,1,CIN,NL,1,2,12,1,0,0,0,53,30,15,4,11,8,0.380,7.64,3,1,0,0,92,2,15,1,1,2 +hoernjo01,1976,1,TEX,AL,0,4,41,0,0,0,8,105,41,20,3,19,15,0.315,5.14,6,2,0,1,161,19,22,9,3,0 +holdsfr01,1976,1,BAL,AL,4,1,16,0,0,0,2,119,24,9,0,13,24,0.179,2.04,1,2,0,0,149,13,9,1,1,4 +holtzke01,1976,1,BAL,AL,5,4,13,13,6,1,0,293,100,31,4,35,25,0.271,2.86,2,3,1,0,414,0,34,6,3,7 +holtzke01,1976,2,NYA,AL,9,7,21,21,10,2,0,447,165,69,14,35,41,0.283,4.17,0,7,0,0,627,0,74,5,3,18 +hooddo01,1976,1,CLE,AL,3,5,33,6,0,0,1,233,89,42,5,41,32,0.296,4.87,3,8,4,2,350,9,46,3,1,7 +hootobu01,1976,1,LAN,NL,11,15,33,33,8,4,0,680,203,82,16,60,116,0.241,3.26,6,2,1,0,925,0,93,15,5,11 +houghch01,1976,1,LAN,NL,12,8,77,0,0,0,18,428,102,35,6,77,81,0.200,2.21,3,9,8,0,600,55,43,4,1,12 +houseto01,1976,1,BOS,AL,1,3,36,0,0,0,4,131,39,21,4,19,27,0.241,4.33,4,5,2,0,186,21,22,1,2,4 +hraboal01,1976,1,SLN,NL,8,6,68,0,0,0,13,286,89,35,5,39,73,0.251,3.30,9,5,4,0,407,45,42,5,6,8 +hugheji03,1976,1,MIN,AL,9,14,37,26,3,0,0,531,190,98,17,73,87,0.281,4.98,2,9,8,2,770,8,113,5,8,23 +hunteca01,1976,1,NYA,AL,17,15,36,36,21,2,0,896,268,117,28,68,173,0.241,3.53,5,6,3,0,1210,0,126,13,13,13 +jacksgr01,1976,1,BAL,AL,1,1,13,0,0,0,3,58,19,11,1,9,14,0.268,5.12,2,0,2,0,83,6,11,0,1,2 +jacksgr01,1976,2,NYA,AL,6,0,21,2,1,1,1,176,38,11,1,16,25,0.186,1.69,0,2,1,0,227,8,11,2,4,3 +jeffeje01,1976,1,CHA,AL,2,5,19,9,0,0,0,187,86,59,4,42,30,0.339,8.52,0,4,2,1,307,5,62,4,5,7 +jenkife01,1976,1,BOS,AL,12,11,30,29,12,2,0,627,201,76,20,43,142,0.253,3.27,6,3,5,1,857,1,85,5,10,12 +johnsba01,1976,1,CHA,AL,9,16,32,32,8,3,0,634,231,111,19,62,91,0.282,4.73,1,4,1,0,901,0,115,8,12,18 +johnsje01,1976,1,SDN,NL,1,3,24,1,0,0,0,117,39,23,0,26,27,0.260,5.31,6,4,0,3,179,6,27,2,1,1 +johnsto02,1976,1,MIN,AL,3,1,18,1,0,0,0,145,44,14,2,8,37,0.244,2.61,1,2,0,0,191,5,14,2,0,5 +johnto01,1976,1,LAN,NL,10,10,31,31,6,2,0,621,207,71,7,61,91,0.261,3.09,4,7,0,1,868,0,76,10,5,23 +jonesra01,1976,1,SDN,NL,22,14,40,40,25,5,0,946,274,96,15,50,93,0.234,2.74,9,0,4,1,1251,0,109,15,9,34 +jonesri01,1976,1,BOS,AL,5,3,24,14,1,0,0,313,133,39,6,26,45,0.311,3.36,1,2,1,0,464,5,48,4,6,10 +kaatji01,1976,1,PHI,NL,12,14,38,35,7,1,0,683,241,88,21,32,83,0.274,3.48,3,1,0,0,924,1,95,8,6,30 +keenejo01,1976,1,MON,NL,0,1,2,2,0,0,0,13,7,5,0,8,1,0.389,10.38,0,1,1,1,27,0,7,0,0,0 +kernji01,1976,1,CLE,AL,10,7,50,2,0,0,15,353,91,31,2,50,111,0.222,2.37,7,6,5,2,480,31,38,7,8,11 +kerrijo01,1976,1,MON,NL,2,6,38,0,0,0,1,170,63,24,3,23,22,0.289,3.81,5,2,2,0,244,17,27,1,0,10 +kirbycl01,1976,1,MON,NL,1,8,22,15,0,0,0,236,81,50,10,63,51,0.273,5.72,1,8,2,0,370,1,61,4,4,8 +kirkwdo01,1976,1,CAL,AL,6,12,28,26,4,0,0,473,167,81,12,57,78,0.278,4.62,9,4,1,0,675,1,91,8,8,13 +kisonbr01,1976,1,PIT,NL,14,9,31,29,6,1,1,579,180,66,10,52,98,0.247,3.08,4,4,3,0,800,1,83,9,6,11 +knappch01,1976,1,CHA,AL,3,1,11,6,1,0,0,157,54,28,5,32,41,0.273,4.82,1,0,1,1,233,2,31,1,1,4 +kneppbo01,1976,1,SFN,NL,1,2,4,4,0,0,0,75,26,9,0,7,11,0.277,3.24,1,2,0,0,104,0,9,3,0,2 +knowlda01,1976,1,CHN,NL,5,7,58,0,0,0,9,215,61,23,6,22,39,0.242,2.89,4,0,2,1,284,28,30,3,5,7 +kobelke01,1976,1,ML4,AL,0,1,3,0,0,0,0,12,6,5,3,3,1,0.375,11.25,1,0,1,0,22,2,5,1,1,0 +koosmje01,1976,1,NYN,NL,21,10,34,32,17,3,0,742,205,74,19,66,200,0.226,2.69,7,3,1,1,994,0,81,15,4,11 +kraveke01,1976,1,CHA,AL,1,5,9,8,1,0,0,149,49,27,3,32,38,0.257,4.89,0,3,1,1,226,0,28,2,0,3 +kreugri01,1976,1,BOS,AL,2,1,8,4,1,0,0,93,31,14,3,16,12,0.272,4.06,0,0,0,0,134,3,14,3,1,3 +krukomi01,1976,1,CHN,NL,0,0,2,0,0,0,0,13,6,4,0,2,1,0.333,8.31,0,0,0,0,20,0,4,0,0,0 +kucekja01,1976,1,CHA,AL,0,0,2,0,0,0,0,14,9,5,2,4,2,0.429,9.64,0,0,0,0,26,0,5,0,1,0 +lacorfr01,1976,1,ATL,NL,3,12,19,17,1,0,0,316,97,55,6,53,79,0.249,4.70,2,3,6,1,465,0,58,11,6,5 +lagrole01,1976,1,SLN,NL,0,1,8,2,1,0,0,73,21,4,0,7,10,0.241,1.48,2,1,1,1,99,1,4,3,1,2 +landrla01,1976,1,MON,NL,1,2,3,3,0,0,0,33,13,5,1,10,7,0.310,4.09,0,0,0,1,53,0,8,0,1,1 +langch01,1976,1,MON,NL,1,3,29,2,0,0,0,187,56,29,3,34,30,0.242,4.19,2,8,3,3,275,9,32,6,1,5 +langfri01,1976,1,PIT,NL,0,1,12,1,0,0,0,69,27,16,2,14,17,0.307,6.26,0,0,0,1,105,5,17,2,1,2 +larocda01,1976,1,CLE,AL,1,4,61,0,0,0,21,289,57,24,2,49,104,0.175,2.24,11,0,1,0,389,43,25,9,5,5 +larsoda01,1976,1,HOU,NL,5,8,13,13,5,0,0,277,81,31,3,28,42,0.236,3.02,1,1,1,2,379,0,40,1,6,8 +lavelga01,1976,1,SFN,NL,10,6,65,0,0,0,12,331,102,33,6,52,71,0.246,2.69,10,1,2,0,478,40,37,6,3,9 +laxtobi01,1976,1,DET,AL,0,5,26,3,0,0,2,284,77,43,13,51,74,0.222,4.09,1,3,6,2,410,11,49,3,2,3 +leebi03,1976,1,BOS,AL,5,7,24,14,1,0,3,288,124,60,13,28,29,0.307,5.63,1,2,3,0,440,7,68,2,3,9 +lemanda01,1976,1,DET,AL,4,6,20,10,1,0,0,244,86,46,7,34,51,0.271,5.09,0,0,0,0,355,5,47,3,1,8 +lemonma01,1976,1,HOU,NL,3,1,4,4,1,0,0,87,26,9,2,7,9,0.236,2.79,2,0,0,0,122,0,12,5,0,0 +leonade01,1976,1,KCA,AL,17,10,35,34,16,2,0,777,247,101,16,70,150,0.255,3.51,5,7,11,1,1072,0,113,12,12,17 +leonma01,1976,1,ATL,NL,2,4,30,0,0,0,3,108,32,11,2,15,16,0.234,2.75,3,0,2,0,156,15,15,0,2,2 +lerchra01,1976,1,PHI,NL,0,0,1,0,0,0,1,9,3,1,0,0,0,0.250,3.00,0,0,0,0,12,1,1,0,0,0 +lewalde01,1976,1,LAN,NL,1,1,4,2,0,0,0,50,12,4,1,6,4,0.207,2.16,0,1,0,0,67,1,5,3,0,0 +lindbpa01,1976,1,OAK,AL,6,5,65,0,0,0,5,344,111,39,5,24,37,0.253,3.06,5,2,3,0,480,20,50,7,7,7 +littema01,1976,1,KCA,AL,8,4,60,1,0,0,16,312,68,24,1,60,92,0.188,2.08,4,1,0,0,428,37,26,3,4,6 +lockwsk01,1976,1,NYN,NL,10,7,56,0,0,0,19,283,62,28,6,34,108,0.186,2.67,8,3,2,1,375,44,31,5,1,5 +lolicmi01,1976,1,NYN,NL,8,13,31,30,5,2,0,578,184,69,14,52,120,0.252,3.22,1,11,0,2,797,1,83,11,4,11 +lonboji01,1976,1,PHI,NL,18,10,33,32,8,1,1,666,210,76,18,50,118,0.249,3.08,4,2,5,1,916,1,85,10,6,14 +luebbst01,1976,1,MIN,AL,4,5,38,12,2,1,2,358,109,53,9,62,45,0.248,4.00,3,5,1,1,508,13,57,4,1,13 +lylesp01,1976,1,NYA,AL,7,8,64,0,0,0,23,311,82,26,5,42,61,0.225,2.26,7,3,0,0,420,58,33,9,4,13 +maccofr01,1976,1,DET,AL,0,5,9,8,0,0,0,98,35,21,1,34,14,0.294,5.79,0,4,1,0,156,1,24,0,2,4 +marshmi01,1976,1,LAN,NL,4,3,30,0,0,0,8,188,64,31,2,25,39,0.270,4.45,2,1,1,0,273,23,33,8,2,7 +marshmi01,1976,2,ATL,NL,2,1,24,0,0,0,6,110,35,13,4,14,17,0.259,3.19,0,3,1,0,157,21,15,5,2,5 +martide01,1976,1,BAL,AL,1,2,4,2,1,0,0,83,23,8,1,8,18,0.237,2.60,0,1,0,0,106,1,8,1,0,3 +martiti01,1976,1,NYA,AL,2,0,11,0,0,0,2,84,18,6,1,14,14,0.191,1.93,0,0,0,1,108,3,6,0,0,2 +martiti01,1976,2,BAL,AL,3,1,28,0,0,0,8,125,32,12,0,28,31,0.222,2.59,3,2,1,0,179,18,13,4,2,4 +matlajo01,1976,1,NYN,NL,17,10,35,35,16,6,0,786,236,86,18,57,153,0.242,2.95,5,13,3,3,1054,0,94,12,6,23 +mayru01,1976,1,NYA,AL,4,3,11,11,2,1,0,204,49,27,5,28,38,0.206,3.57,2,3,1,0,270,0,32,2,1,9 +mayru01,1976,2,BAL,AL,11,7,24,21,5,1,0,457,156,64,11,42,71,0.267,3.78,3,1,0,0,637,1,73,7,4,9 +mcclubo01,1976,1,KCA,AL,0,0,8,0,0,0,0,12,3,4,0,8,3,0.214,9.00,0,0,0,0,22,0,4,0,0,1 +mcenawi01,1976,1,CIN,NL,2,6,55,0,0,0,7,217,97,39,3,23,28,0.323,4.85,8,1,1,0,333,20,44,6,3,7 +mcgloly01,1976,1,SLN,NL,13,15,33,32,10,4,0,615,209,89,10,68,106,0.268,3.91,6,1,4,1,868,0,96,10,7,11 +mcgratu01,1976,1,PHI,NL,7,6,58,0,0,0,11,292,81,27,4,42,76,0.226,2.50,10,4,0,0,408,39,34,4,3,8 +mcgresc01,1976,1,BAL,AL,0,1,3,2,0,0,0,44,17,6,0,5,6,0.293,3.68,0,2,0,0,63,1,7,0,0,2 +mclaubo01,1976,1,HOU,NL,4,5,17,11,4,2,1,237,71,25,6,17,32,0.244,2.85,1,2,2,0,315,3,31,2,3,5 +medicdo01,1976,1,PIT,NL,8,11,29,26,3,0,0,538,193,70,10,48,86,0.281,3.51,9,3,2,2,759,1,80,14,8,12 +messean01,1976,1,ATL,NL,11,11,29,28,12,3,1,622,166,70,14,74,135,0.219,3.04,1,10,2,0,847,1,83,5,7,11 +metzgbu01,1976,1,SDN,NL,11,4,77,0,0,0,16,370,119,40,5,52,89,0.258,2.92,14,0,3,1,528,62,44,8,4,14 +milledy01,1976,1,BAL,AL,2,4,49,0,0,0,7,266,79,29,5,36,37,0.246,2.94,5,3,1,0,370,29,31,9,3,8 +mingost01,1976,1,KCA,AL,5,5,55,0,0,0,10,256,73,22,3,25,38,0.237,2.32,8,3,3,0,341,27,23,5,1,7 +mintogr01,1976,1,SFN,NL,0,3,10,2,0,0,0,77,32,14,0,12,7,0.317,4.91,1,3,1,1,117,5,18,1,2,1 +mitchcr01,1976,1,OAK,AL,0,0,1,0,0,0,0,10,3,1,0,0,0,0.231,2.70,0,0,0,0,13,0,1,0,0,1 +mitchpa01,1976,1,OAK,AL,9,7,26,26,4,1,0,426,169,67,15,30,67,0.294,4.25,0,4,1,1,615,0,74,6,4,6 +moffira01,1976,1,SFN,NL,6,6,58,0,0,0,14,309,92,26,6,35,50,0.238,2.27,9,5,1,1,437,31,36,11,4,6 +mongesi01,1976,1,CAL,AL,6,7,32,13,2,0,0,353,108,44,10,49,53,0.248,3.37,0,4,1,0,490,7,50,3,2,11 +monrola01,1976,1,CHA,AL,0,1,8,2,0,0,0,65,23,10,0,13,9,0.284,4.15,0,1,0,0,96,5,11,1,1,3 +montejo01,1976,1,SFN,NL,16,14,37,36,11,6,0,760,224,80,11,74,172,0.238,2.84,8,3,4,1,1045,0,90,17,7,13 +moosebo01,1976,1,PIT,NL,3,9,53,2,0,0,10,263,100,36,4,32,38,0.294,3.70,7,3,4,0,388,26,44,6,6,9 +moretro01,1976,1,ATL,NL,3,5,27,12,1,0,1,232,84,43,7,27,30,0.280,5.00,2,6,1,1,335,6,44,5,2,11 +mortoca01,1976,1,ATL,NL,4,9,26,24,1,1,0,421,172,65,6,45,42,0.306,4.17,4,2,5,1,630,0,79,11,6,14 +murphto02,1976,1,ML4,AL,0,1,15,0,0,0,1,55,25,15,2,9,7,0.313,7.36,3,1,2,0,94,9,18,3,0,2 +murphto02,1976,2,BOS,AL,4,5,37,0,0,0,8,243,91,31,5,25,32,0.291,3.44,11,3,2,0,351,20,43,7,3,8 +murrada01,1976,1,MON,NL,4,9,81,0,0,0,13,340,117,41,1,37,35,0.277,3.26,12,3,0,0,479,55,47,14,6,13 +myricbo01,1976,1,NYN,NL,1,1,21,1,0,0,0,83,34,10,2,13,11,0.306,3.25,1,0,0,0,126,8,13,1,1,4 +nelsoro02,1976,1,KCA,AL,0,0,3,0,0,0,0,26,4,2,0,4,4,0.138,2.08,1,1,2,0,36,0,2,0,1,0 +niekrjo01,1976,1,HOU,NL,4,8,36,13,0,0,0,354,107,44,8,56,77,0.238,3.36,1,8,1,0,515,5,60,6,3,5 +niekrph01,1976,1,ATL,NL,17,11,38,37,10,2,0,812,249,99,18,101,173,0.242,3.29,7,14,8,4,1157,1,116,14,5,15 +nolanga01,1976,1,CIN,NL,15,9,34,34,7,1,0,718,232,92,28,27,113,0.254,3.46,3,2,1,1,953,0,96,7,4,15 +normafr01,1976,1,CIN,NL,12,7,33,24,8,3,0,541,153,62,10,70,126,0.231,3.09,5,6,3,0,745,2,71,5,6,14 +norrimi01,1976,1,OAK,AL,4,5,24,19,1,1,0,288,91,51,10,56,44,0.250,4.78,2,4,2,0,430,1,53,4,4,5 +odombl01,1976,1,CHA,AL,2,2,8,4,0,0,0,84,31,18,2,20,18,0.282,5.79,0,1,1,0,133,2,21,1,1,3 +ottenji01,1976,1,CHA,AL,0,0,2,0,0,0,0,18,9,3,0,2,3,0.333,4.50,0,0,0,0,29,1,6,0,0,0 +overymi01,1976,1,CAL,AL,0,2,5,0,0,0,0,22,6,5,1,3,8,0.214,6.14,1,0,1,0,32,3,5,0,0,0 +owchibo01,1976,1,SDN,NL,0,2,2,2,0,0,0,13,11,8,0,3,4,0.478,16.62,1,1,0,1,27,0,8,1,0,0 +paganda01,1976,1,NYA,AL,1,1,7,2,1,0,0,71,18,6,0,4,13,0.222,2.28,0,0,0,0,87,1,7,0,2,2 +paganda01,1976,2,BAL,AL,1,4,20,5,0,0,1,140,54,31,2,23,34,0.298,5.98,1,4,1,0,213,5,33,2,6,2 +palmeji01,1976,1,BAL,AL,22,13,40,40,23,6,0,945,255,88,20,84,159,0.224,2.51,5,5,8,0,1256,0,101,10,14,20 +parkeha01,1976,1,CLE,AL,0,0,3,0,0,0,0,21,3,0,0,0,5,0.136,0.00,0,0,0,0,22,3,0,0,0,1 +pattima01,1976,1,KCA,AL,8,14,44,15,4,1,5,423,114,39,9,38,65,0.216,2.49,9,2,3,0,575,19,51,3,4,9 +pazikmi01,1976,1,MIN,AL,0,0,5,0,0,0,0,27,13,7,0,4,6,0.342,7.00,0,0,1,0,43,3,9,0,0,1 +pentzge01,1976,1,HOU,NL,3,3,40,0,0,0,5,191,62,21,5,31,36,0.259,2.97,2,2,1,0,279,25,26,5,3,6 +perryga01,1976,1,TEX,AL,15,14,32,32,21,2,0,751,232,90,14,52,143,0.247,3.24,3,1,0,0,1005,0,93,8,6,12 +perzast01,1976,1,TEX,AL,0,0,5,0,0,0,0,35,20,13,3,4,6,0.385,10.03,0,1,2,0,59,0,15,1,0,2 +peterfr01,1976,1,CLE,AL,0,3,9,9,0,0,0,141,59,29,3,10,19,0.309,5.55,0,1,0,0,204,0,31,2,1,4 +peterfr01,1976,2,TEX,AL,1,0,4,2,0,0,0,45,21,6,0,7,4,0.344,3.60,0,0,0,0,69,0,7,1,0,2 +poledi01,1976,1,BOS,AL,6,5,31,15,1,0,0,362,131,58,8,48,49,0.279,4.33,3,6,2,0,528,6,62,5,3,6 +prolymi01,1976,1,SLN,NL,1,0,14,0,0,0,0,51,21,7,0,6,4,0.328,3.71,1,0,0,0,74,2,9,1,3,2 +raicher01,1976,1,CLE,AL,0,0,1,0,0,0,0,8,7,5,1,0,1,0.467,16.88,0,0,0,0,15,0,5,0,0,0 +rasmuer01,1976,1,SLN,NL,6,12,43,17,2,1,0,451,139,59,10,54,76,0.247,3.53,6,6,2,1,631,9,67,8,4,12 +raudo01,1976,1,LAN,NL,16,12,34,32,8,3,0,693,221,66,18,69,98,0.258,2.57,1,2,7,1,950,0,71,12,5,26 +redfepe01,1976,1,MIN,AL,8,8,23,23,1,1,0,354,105,46,6,63,74,0.241,3.51,1,1,3,2,508,0,61,3,3,11 +reedro01,1976,1,PHI,NL,8,7,59,4,1,0,14,384,88,35,8,32,96,0.193,2.46,7,2,2,0,499,31,39,5,5,8 +renkost01,1976,1,MON,NL,0,1,5,1,0,0,0,39,15,8,2,3,4,0.288,5.54,0,0,0,0,56,1,8,1,0,0 +renkost01,1976,2,CHN,NL,8,11,28,27,4,1,0,490,164,70,12,43,112,0.258,3.86,8,1,0,0,686,0,79,6,1,6 +reuscpa01,1976,1,CHN,NL,4,2,50,2,0,0,3,261,94,44,12,33,55,0.278,4.55,4,3,1,2,377,11,46,2,3,12 +reuscri01,1976,1,CHN,NL,14,12,38,37,9,2,1,780,260,100,17,64,146,0.265,3.46,5,7,8,1,1078,1,117,11,13,29 +reussje01,1976,1,PIT,NL,14,9,31,29,11,3,2,628,209,82,16,51,108,0.256,3.53,10,7,2,0,880,2,98,9,2,22 +reynoke01,1976,1,SDN,NL,0,3,19,2,0,0,1,97,38,23,0,29,18,0.309,6.40,4,1,0,0,155,6,27,1,2,3 +rhoderi01,1976,1,LAN,NL,12,3,27,26,10,3,0,543,165,60,17,53,77,0.242,2.98,2,3,1,0,744,0,66,5,4,17 +riccefr01,1976,1,SFN,NL,1,1,4,3,0,0,0,48,16,10,1,5,11,0.258,5.63,0,0,0,0,68,0,10,0,1,1 +richajr01,1976,1,HOU,NL,20,15,39,39,14,3,0,873,221,89,14,151,214,0.212,2.75,4,13,4,2,1218,0,105,13,6,26 +roberda05,1976,1,DET,AL,16,17,36,36,18,4,0,756,254,112,16,63,79,0.264,4.00,4,3,4,0,1048,0,122,8,11,25 +rodried01,1976,1,ML4,AL,5,13,45,12,3,0,8,408,124,55,10,65,77,0.249,3.64,6,3,3,1,584,26,68,10,8,11 +rogerst01,1976,1,MON,NL,7,17,33,32,8,4,1,690,212,82,10,69,150,0.250,3.21,7,10,4,1,944,1,93,17,5,21 +rondogi01,1976,1,HOU,NL,2,2,19,7,0,0,0,161,70,34,6,39,21,0.315,5.70,0,2,0,0,264,3,37,2,1,4 +rookeji01,1976,1,PIT,NL,15,8,30,29,10,1,1,596,201,74,12,72,92,0.263,3.35,5,7,2,1,851,1,83,4,9,14 +rossga01,1976,1,CAL,AL,8,16,34,31,7,2,0,675,224,75,12,58,100,0.258,3.00,5,0,5,0,948,0,89,10,7,15 +ruhleve01,1976,1,DET,AL,9,12,32,32,5,1,0,599,227,87,19,59,88,0.288,3.92,4,0,4,0,865,0,99,10,3,15 +ruthvdi01,1976,1,ATL,NL,14,17,36,36,8,4,0,721,255,112,14,90,142,0.275,4.19,8,4,8,5,1042,0,112,12,6,26 +ryanno01,1976,1,CAL,AL,17,18,39,39,21,7,0,853,193,106,13,183,327,0.195,3.36,2,5,5,2,1196,0,117,13,4,12 +sadecra01,1976,1,KCA,AL,0,0,3,0,0,0,0,14,7,0,0,3,1,0.368,0.00,0,0,0,0,22,1,0,0,0,0 +sadecra01,1976,2,ML4,AL,2,0,36,0,0,0,1,112,38,18,2,20,27,0.262,4.34,2,0,3,0,168,9,20,0,0,3 +sambijo01,1976,1,HOU,NL,3,2,20,4,1,1,1,160,45,21,4,14,26,0.237,3.54,1,2,0,0,207,8,21,1,2,7 +sandeke01,1976,1,NYN,NL,1,2,31,0,0,0,1,141,39,15,4,12,16,0.231,2.87,4,0,1,1,188,18,16,3,3,2 +sandeke01,1976,2,KCA,AL,0,0,3,0,0,0,0,9,3,0,0,3,2,0.273,0.00,0,0,0,0,14,1,0,0,0,1 +sarmima01,1976,1,CIN,NL,5,1,22,0,0,0,0,131,36,10,1,12,20,0.222,2.06,3,1,1,0,177,6,14,1,1,3 +sawyeri01,1976,1,SDN,NL,5,3,13,11,4,2,0,245,84,23,2,38,33,0.272,2.53,8,3,1,1,354,1,24,4,2,8 +scherfr01,1976,1,MON,NL,2,2,31,0,0,0,1,120,42,22,5,14,18,0.261,4.95,3,2,3,1,181,14,25,2,1,2 +schuero01,1976,1,PHI,NL,1,0,35,0,0,0,3,149,44,16,4,16,43,0.243,2.90,2,4,2,0,203,12,18,1,3,3 +schulbu01,1976,1,CHN,NL,1,1,29,0,0,0,2,71,37,16,3,9,15,0.356,6.08,1,0,0,1,116,9,19,1,2,0 +scottmi02,1976,1,CAL,AL,3,0,33,0,0,0,3,117,47,14,3,12,10,0.307,3.23,4,1,0,0,172,16,17,6,1,5 +seaveto01,1976,1,NYN,NL,14,11,35,34,13,5,0,813,211,78,14,77,235,0.213,2.59,9,12,4,0,1079,0,83,7,2,18 +siebepa01,1976,1,HOU,NL,0,2,19,0,0,0,0,77,29,9,0,18,10,0.296,3.16,7,1,1,0,124,6,10,5,2,2 +singebi01,1976,1,TEX,AL,4,1,10,10,2,1,0,194,56,25,4,27,34,0.239,3.48,0,2,5,1,274,0,31,6,2,5 +singebi01,1976,2,MIN,AL,9,9,26,26,5,3,0,516,177,72,9,69,63,0.274,3.77,4,4,6,1,737,0,88,6,9,16 +skokcr01,1976,1,TEX,AL,0,1,9,0,0,0,0,15,13,7,2,3,5,0.481,12.60,0,1,0,0,30,1,7,0,0,0 +slatoji01,1976,1,ML4,AL,14,15,38,38,12,2,0,878,287,112,14,94,138,0.259,3.44,12,11,6,1,1235,0,126,15,12,20 +solomed01,1976,1,SLN,NL,1,1,26,2,0,0,0,111,45,20,2,16,19,0.306,4.86,1,1,1,2,170,7,24,2,4,4 +sosael01,1976,1,ATL,NL,4,4,21,0,0,0,3,106,41,21,3,13,32,0.287,5.35,2,1,1,0,161,10,26,2,2,1 +sosael01,1976,2,LAN,NL,2,4,24,0,0,0,1,101,30,13,0,12,20,0.242,3.48,4,1,0,0,141,14,16,3,2,2 +sosajo01,1976,1,HOU,NL,0,0,9,0,0,0,0,35,16,9,0,6,5,0.340,6.94,2,1,3,0,60,2,9,3,1,0 +spillda01,1976,1,SDN,NL,2,11,32,14,0,0,0,320,120,60,11,55,57,0.291,5.06,8,2,0,0,483,3,70,11,4,13 +splitpa01,1976,1,KCA,AL,11,8,26,23,5,1,0,476,169,70,11,59,59,0.277,3.97,0,4,3,1,686,1,79,8,5,16 +spraged01,1976,1,ML4,AL,0,2,3,0,0,0,0,23,14,6,0,3,0,0.438,7.04,1,1,0,0,37,1,7,1,1,3 +stanhdo01,1976,1,MON,NL,9,12,34,26,8,1,1,552,182,77,7,92,79,0.263,3.77,10,5,4,0,804,5,84,11,4,17 +stonest01,1976,1,CHN,NL,3,6,17,15,1,1,0,225,70,34,6,21,33,0.251,4.08,1,0,3,0,312,0,36,4,4,4 +strombr01,1976,1,SDN,NL,12,16,36,33,8,1,0,632,188,77,15,73,103,0.239,3.29,8,13,2,2,878,1,100,7,9,17 +sutclri01,1976,1,LAN,NL,0,0,1,1,0,0,0,15,2,0,0,1,3,0.125,0.00,0,0,0,0,17,0,0,0,0,1 +suttebr01,1976,1,CHN,NL,6,3,52,0,0,0,10,250,63,25,4,26,73,0.209,2.70,8,2,0,0,332,28,27,4,1,5 +suttodo01,1976,1,LAN,NL,21,10,35,34,15,4,0,803,231,91,22,82,161,0.234,3.06,6,4,3,1,1093,1,98,15,6,20 +swancr01,1976,1,NYN,NL,6,9,23,22,2,1,0,397,129,52,11,44,89,0.254,3.54,3,0,5,3,568,1,64,5,6,3 +tananfr01,1976,1,CAL,AL,19,10,34,34,23,2,0,865,212,78,24,73,261,0.203,2.43,5,5,9,0,1142,0,88,14,3,11 +tayloch02,1976,1,MON,NL,2,3,31,0,0,0,0,120,38,20,4,13,14,0.273,4.50,4,2,0,0,158,13,20,5,1,9 +tekulke01,1976,1,PIT,NL,5,3,64,0,0,0,9,308,91,28,3,25,68,0.241,2.45,7,0,0,0,409,33,30,5,1,13 +terpkje01,1976,1,TEX,AL,3,3,32,0,0,0,0,158,42,14,3,29,24,0.223,2.39,1,0,0,0,222,23,15,1,4,4 +thomast01,1976,1,CLE,AL,4,4,37,7,2,0,6,317,88,27,5,41,54,0.229,2.30,4,1,4,0,435,15,33,5,1,11 +tiantlu01,1976,1,BOS,AL,21,12,38,38,19,3,0,837,274,95,25,64,131,0.260,3.06,2,1,3,0,1136,0,107,10,5,21 +tidrodi01,1976,1,NYA,AL,4,5,47,2,0,0,10,277,80,27,5,24,65,0.233,2.63,1,0,1,0,375,24,29,3,3,6 +toddji01,1976,1,OAK,AL,7,8,49,0,0,0,4,248,87,35,6,34,22,0.276,3.81,8,3,6,0,362,22,43,6,1,12 +tomlida01,1976,1,SDN,NL,0,1,49,1,0,0,0,219,62,23,4,20,43,0.235,2.84,6,2,1,0,290,14,24,3,2,8 +tomsto01,1976,1,SFN,NL,0,1,7,0,0,0,1,26,13,6,1,1,4,0.351,6.23,0,0,0,0,39,4,7,0,1,1 +torremi01,1976,1,OAK,AL,16,12,39,39,13,4,0,799,231,74,15,87,115,0.235,2.50,2,8,6,0,1094,0,93,16,2,30 +torrepa01,1976,1,ATL,NL,0,2,36,0,0,0,2,159,67,21,0,22,33,0.315,3.57,7,2,3,1,241,18,25,3,0,10 +travebi01,1976,1,ML4,AL,15,16,34,34,15,3,0,720,211,75,21,95,120,0.237,2.81,5,7,8,0,1006,0,92,8,5,17 +twitcwa01,1976,1,PHI,NL,3,1,26,2,0,0,1,185,55,12,3,18,67,0.241,1.75,1,5,3,0,254,7,18,2,3,4 +umbarji01,1976,1,TEX,AL,10,12,30,30,10,3,0,592,208,69,12,54,105,0.274,3.15,4,3,2,3,838,0,86,16,7,19 +underto01,1976,1,PHI,NL,10,5,33,25,3,0,2,467,154,61,9,63,94,0.260,3.53,0,6,1,2,666,2,63,7,3,14 +verhojo01,1976,1,CAL,AL,0,2,21,0,0,0,4,112,35,14,2,14,23,0.252,3.38,8,1,0,0,156,13,15,3,0,4 +vuckope01,1976,1,CHA,AL,7,4,33,7,1,0,0,331,122,57,3,60,62,0.288,4.65,4,0,4,1,500,15,59,4,7,11 +waitsri01,1976,1,CLE,AL,7,9,26,22,4,2,0,371,143,55,7,54,65,0.297,4.00,1,2,0,1,539,1,60,4,0,17 +walketo02,1976,1,SLN,NL,1,2,10,0,0,0,3,59,22,9,2,3,11,0.265,4.12,1,0,0,0,87,5,10,1,0,0 +wallami01,1976,1,SLN,NL,3,2,49,0,0,0,2,199,66,30,3,39,40,0.264,4.07,2,6,0,1,295,13,34,2,4,6 +wallst01,1976,1,LAN,NL,2,2,31,0,0,0,1,150,50,20,5,15,27,0.269,3.60,2,0,2,0,211,15,21,5,3,3 +warthda01,1976,1,MON,NL,2,10,23,16,2,1,0,270,76,53,8,66,67,0.232,5.30,2,2,2,0,405,1,59,6,3,9 +waterst01,1976,1,SLN,NL,0,0,5,0,0,0,0,18,7,4,0,3,4,0.304,6.00,0,1,0,0,26,2,4,0,0,1 +webbha01,1976,1,NYN,NL,0,1,8,0,0,0,0,48,17,8,2,7,7,0.274,4.50,0,0,2,1,74,1,9,3,0,1 +wehrmda01,1976,1,SDN,NL,0,4,7,4,0,0,0,58,27,16,0,11,10,0.333,7.45,1,2,0,0,94,0,17,1,1,2 +wheelga01,1976,1,CAL,AL,0,0,2,0,0,0,0,6,6,6,0,1,2,0.500,27.00,0,0,1,0,14,2,6,0,0,0 +willich01,1976,1,SFN,NL,2,0,48,2,0,0,1,255,80,28,4,39,34,0.256,2.96,2,3,2,1,365,13,33,9,3,10 +willoji01,1976,1,BOS,AL,3,12,54,0,0,0,10,297,94,31,4,31,37,0.256,2.82,12,3,8,0,419,40,38,8,5,12 +wiseri01,1976,1,BOS,AL,14,11,34,34,11,4,0,673,218,88,18,48,93,0.255,3.53,1,2,2,0,919,0,100,8,5,25 +woodwi01,1976,1,CHA,AL,4,3,7,7,5,1,0,169,51,14,3,11,31,0.242,2.24,0,1,0,0,225,0,24,2,1,4 +yorkji01,1976,1,NYA,AL,1,0,3,0,0,0,0,29,14,6,1,4,6,0.333,5.59,0,2,1,0,47,1,7,0,0,0 +zachrpa01,1976,1,CIN,NL,14,7,38,28,6,1,0,612,170,62,8,83,143,0.228,2.74,4,5,2,3,842,2,70,6,6,12 +zahnge01,1976,1,CHN,NL,0,1,3,2,0,0,0,25,16,10,0,2,4,0.410,10.80,0,0,1,1,43,0,10,1,0,2 +zamoros01,1976,1,CHN,NL,5,3,40,2,0,0,3,165,70,32,8,17,27,0.317,5.24,6,1,1,1,248,13,34,7,2,4 +aasedo01,1977,1,BOS,AL,6,2,13,13,4,2,0,277,85,32,6,19,49,0.244,3.12,1,0,1,0,373,0,36,2,3,7 +abbotgl01,1977,1,SEA,AL,12,13,36,34,7,0,0,613,212,101,32,56,100,0.270,4.45,2,3,12,0,864,0,111,7,4,17 +alcalsa01,1977,1,CIN,NL,1,1,7,2,0,0,0,47,22,10,1,7,9,0.349,5.74,1,2,1,1,73,2,11,1,1,1 +alcalsa01,1977,2,MON,NL,2,6,31,10,0,0,2,305,104,53,12,47,64,0.263,4.69,5,4,2,2,447,6,55,1,1,7 +alexado01,1977,1,TEX,AL,17,11,34,34,12,1,0,711,221,96,24,82,82,0.246,3.65,2,3,2,0,995,0,103,9,5,14 +anderla01,1977,1,CHA,AL,1,3,6,0,0,0,0,26,10,9,1,15,7,0.286,9.35,4,4,0,0,54,4,10,3,1,0 +anderla02,1977,1,CLE,AL,0,1,11,0,0,0,0,43,10,5,1,9,8,0.200,3.14,3,1,0,0,62,7,7,3,0,1 +andujjo01,1977,1,HOU,NL,11,8,26,25,4,1,0,476,149,65,11,64,69,0.251,3.69,3,2,4,2,678,1,80,10,6,11 +apodabo01,1977,1,NYN,NL,4,8,59,0,0,0,5,252,83,32,7,30,53,0.255,3.43,11,2,1,1,367,27,38,8,2,5 +arroyfe01,1977,1,DET,AL,8,18,38,28,8,1,0,628,227,97,23,52,60,0.278,4.17,5,3,1,0,883,5,102,6,6,24 +atkinbi01,1977,1,MON,NL,7,2,55,0,0,0,7,250,72,31,12,29,56,0.235,3.35,11,5,0,0,346,30,33,5,4,5 +augusje01,1977,1,ML4,AL,12,18,33,33,10,1,0,627,222,104,23,72,68,0.277,4.48,3,4,3,0,898,0,119,10,11,20 +bacsimi01,1977,1,TEX,AL,0,0,2,0,0,0,0,7,9,5,1,0,1,0.563,19.29,0,0,0,0,16,0,5,0,0,0 +bahnsst01,1977,1,OAK,AL,1,2,11,2,0,0,1,66,24,15,5,13,21,0.286,6.14,5,2,1,0,100,3,16,0,2,2 +bahnsst01,1977,2,MON,NL,8,9,23,22,3,1,0,382,142,68,14,38,58,0.283,4.81,2,4,0,0,547,0,76,5,2,5 +bairdo01,1977,1,OAK,AL,4,6,45,0,0,0,8,250,78,32,11,57,68,0.253,3.46,9,6,0,0,377,28,39,6,6,1 +baldwri01,1977,1,NYN,NL,1,2,40,0,0,0,1,188,62,31,6,31,23,0.265,4.45,9,2,5,1,274,13,32,2,2,13 +bannifl01,1977,1,HOU,NL,8,9,24,23,4,1,0,428,138,64,11,68,112,0.254,4.04,1,6,4,2,622,0,70,2,4,9 +barera01,1977,1,DET,AL,0,2,5,4,0,0,0,43,24,20,3,7,4,0.381,12.56,1,0,0,0,71,0,21,1,0,4 +barkele01,1977,1,TEX,AL,4,1,15,3,0,0,1,142,36,14,1,24,51,0.217,2.66,3,5,1,0,196,7,15,4,1,4 +barlomi01,1977,1,CAL,AL,4,2,20,1,0,0,1,177,53,30,3,27,25,0.250,4.58,6,1,4,1,250,6,33,5,1,6 +barrifr01,1977,1,CHA,AL,14,7,33,31,9,0,0,694,241,106,22,58,119,0.267,4.12,1,4,5,0,982,1,117,10,8,5 +barrji01,1977,1,SFN,NL,12,16,38,38,6,2,0,703,286,124,18,56,97,0.306,4.76,4,2,3,2,1011,0,130,10,6,15 +beardmi01,1977,1,ATL,NL,0,0,4,0,0,0,0,14,14,5,3,2,1,0.452,9.64,0,0,0,0,33,2,11,0,0,1 +bearega01,1977,1,ML4,AL,3,3,17,6,0,0,0,176,63,42,6,38,32,0.276,6.44,3,4,1,0,273,6,46,3,3,3 +bernavi01,1977,1,SDN,NL,1,1,15,0,0,0,0,61,23,12,4,9,6,0.288,5.31,2,0,0,0,89,6,13,0,0,3 +bibbyji01,1977,1,CLE,AL,12,13,37,30,9,2,2,620,197,82,17,73,141,0.250,3.57,2,12,4,4,876,5,100,6,6,9 +biittla01,1977,1,CHN,NL,0,0,1,0,0,0,0,4,5,6,3,1,3,0.556,40.50,0,0,0,0,10,1,6,0,0,0 +billija01,1977,1,CIN,NL,10,10,36,23,3,2,0,485,195,94,16,56,76,0.306,5.23,9,7,10,0,724,8,105,14,6,20 +birddo01,1977,1,KCA,AL,11,4,53,5,0,0,14,355,120,51,14,29,83,0.270,3.88,4,3,3,0,490,31,52,6,7,12 +bluevi01,1977,1,OAK,AL,14,19,38,38,16,1,0,839,284,119,23,86,157,0.264,3.83,5,11,1,0,1184,0,138,12,9,17 +blylebe01,1977,1,TEX,AL,14,12,30,30,15,5,0,704,181,71,20,69,182,0.215,2.72,1,8,7,0,935,0,81,10,5,20 +boggsto01,1977,1,TEX,AL,0,3,6,6,0,0,0,82,40,18,1,12,15,0.351,5.93,0,1,1,0,130,0,18,3,0,1 +bonhabi01,1977,1,CHN,NL,10,13,34,34,1,0,0,644,207,104,15,82,134,0.254,4.36,16,3,3,2,915,0,111,13,1,18 +borbope01,1977,1,CIN,NL,10,5,73,0,0,0,18,381,131,45,7,24,48,0.268,3.19,4,2,3,0,525,54,48,6,4,12 +bradfla01,1977,1,ATL,NL,0,0,2,0,0,0,0,8,3,1,1,0,1,0.273,3.38,0,0,0,0,11,0,1,0,0,0 +brettke01,1977,1,CHA,AL,6,4,13,13,2,0,0,248,101,46,10,15,39,0.305,5.01,0,2,1,1,352,0,47,2,3,6 +brettke01,1977,2,CAL,AL,7,10,21,21,5,0,0,426,157,67,15,38,41,0.287,4.25,0,4,3,1,598,0,73,5,5,15 +brilene01,1977,1,TEX,AL,6,4,28,15,2,1,1,325,114,51,13,30,57,0.275,4.24,1,4,6,0,456,3,58,4,2,9 +brilene01,1977,2,BAL,AL,0,0,2,0,0,0,1,12,5,3,2,0,2,0.294,6.75,0,1,0,0,17,1,3,0,0,1 +brobepe01,1977,1,CHN,NL,1,2,22,0,0,0,0,108,34,19,8,18,20,0.258,4.75,4,0,0,0,158,2,22,5,2,4 +brownja01,1977,1,MON,NL,9,12,42,25,6,2,0,557,189,93,15,71,89,0.264,4.51,5,2,4,0,804,3,99,9,5,8 +brunoto01,1977,1,TOR,AL,0,1,12,0,0,0,0,55,30,16,4,13,9,0.366,7.85,1,3,1,0,100,4,18,1,3,1 +brusswa01,1977,1,PHI,NL,7,2,46,0,0,0,3,214,64,21,7,24,46,0.250,2.65,3,3,1,0,285,8,26,3,1,12 +burgmto01,1977,1,MIN,AL,6,4,61,0,0,0,7,292,113,55,15,33,35,0.300,5.09,0,3,2,2,423,20,56,5,5,12 +burkest01,1977,1,SEA,AL,0,1,6,0,0,0,0,47,12,5,0,7,6,0.226,2.87,1,1,0,0,64,5,6,3,1,3 +burrira01,1977,1,CHN,NL,14,16,39,39,5,1,0,663,270,116,29,67,105,0.305,4.72,9,8,3,0,970,0,132,11,4,17 +burtoji01,1977,1,BOS,AL,0,0,1,0,0,0,0,8,2,0,0,1,3,0.200,0.00,0,0,0,0,11,1,0,0,0,0 +busketo01,1977,1,CLE,AL,0,0,21,0,0,0,0,102,45,20,6,8,15,0.313,5.29,1,1,1,0,157,9,24,2,2,0 +butlebi02,1977,1,MIN,AL,0,1,6,4,0,0,0,63,19,16,5,15,5,0.244,6.86,0,1,1,0,94,0,17,0,0,5 +byrdje01,1977,1,TOR,AL,2,13,17,17,1,0,0,262,98,60,5,68,40,0.287,6.18,1,3,0,0,417,0,68,1,5,7 +caldwmi01,1977,1,CIN,NL,0,0,14,0,0,0,1,74,25,11,1,8,11,0.260,4.01,1,1,0,0,105,5,11,1,0,2 +caldwmi01,1977,2,ML4,AL,5,8,21,12,2,0,0,283,101,48,6,36,38,0.272,4.58,7,4,2,2,417,5,58,4,2,13 +campbbi02,1977,1,BOS,AL,13,9,69,0,0,0,31,420,112,46,13,60,114,0.224,2.96,10,3,5,1,583,60,48,13,4,12 +campbda02,1977,1,ATL,NL,0,6,65,0,0,0,13,266,78,30,7,33,42,0.239,3.05,6,3,3,0,375,31,32,9,4,6 +campeca01,1977,1,CLE,AL,1,0,3,1,0,0,0,28,7,4,0,4,9,0.200,3.86,1,1,0,0,40,1,4,1,0,0 +campri01,1977,1,ATL,NL,6,3,54,0,0,0,10,236,89,35,6,47,51,0.283,4.00,13,8,1,2,374,34,47,7,4,8 +candejo01,1977,1,PIT,NL,20,5,33,33,6,1,0,692,197,60,29,50,133,0.232,2.34,2,1,2,2,917,0,64,9,6,13 +caneijo01,1977,1,CAL,AL,2,2,6,4,0,0,0,86,27,13,5,16,17,0.252,4.08,2,1,0,1,125,1,15,1,1,2 +capildo01,1977,1,SLN,NL,0,0,2,0,0,0,0,7,2,4,0,2,1,0.222,15.43,0,0,0,0,11,0,4,0,0,0 +capildo01,1977,2,CIN,NL,7,8,22,16,1,0,0,319,94,50,10,59,74,0.237,4.23,1,8,2,0,461,3,53,3,0,14 +caprabu01,1977,1,ATL,NL,6,11,45,16,0,0,0,418,142,83,28,80,100,0.263,5.36,12,7,4,0,633,7,88,6,3,3 +carltst01,1977,1,PHI,NL,23,10,36,36,17,2,0,849,229,83,25,89,198,0.223,2.64,5,3,4,7,1135,0,99,9,4,19 +carrido01,1977,1,MIN,AL,0,1,7,0,0,0,0,43,16,11,2,6,3,0.271,6.91,1,2,1,0,68,3,13,2,0,1 +carrocl02,1977,1,SLN,NL,4,2,51,1,0,0,4,270,77,25,8,24,34,0.238,2.50,8,0,1,1,357,16,28,5,4,7 +carrocl02,1977,2,CHA,AL,1,3,8,0,0,0,1,34,14,6,3,4,4,0.311,4.76,0,0,0,0,49,6,7,0,0,3 +castibo01,1977,1,LAN,NL,1,0,6,1,0,0,0,34,12,5,2,2,7,0.279,3.97,0,0,0,0,46,3,5,0,1,1 +castrbi01,1977,1,ML4,AL,8,6,51,0,0,0,13,208,76,32,7,23,28,0.293,4.15,10,1,2,0,297,43,34,6,7,13 +cheveto01,1977,1,BAL,AL,0,0,4,0,0,0,0,24,10,11,3,8,7,0.294,12.38,1,0,2,0,46,0,13,0,2,0 +chrisla01,1977,1,PHI,NL,19,6,34,34,5,1,0,658,229,99,21,69,118,0.268,4.06,1,7,7,6,945,0,113,5,8,18 +clancji01,1977,1,TOR,AL,4,9,13,13,4,1,0,230,80,43,7,47,44,0.280,5.05,1,4,0,0,346,0,47,6,7,4 +clayke01,1977,1,NYA,AL,2,3,21,3,0,0,1,167,53,27,6,24,20,0.251,4.37,3,0,1,0,239,11,32,2,1,5 +clevere01,1977,1,BOS,AL,11,8,36,27,9,1,2,571,211,90,20,43,85,0.281,4.26,2,3,4,0,809,2,97,4,7,23 +colboji01,1977,1,KCA,AL,18,14,36,35,6,1,0,717,233,96,22,81,103,0.255,3.62,2,8,13,3,1023,0,106,11,4,21 +colemjo05,1977,1,OAK,AL,4,4,43,12,2,0,2,383,114,42,11,49,55,0.241,2.96,2,8,2,0,532,14,51,4,3,15 +collido01,1977,1,ATL,NL,3,9,40,6,0,0,2,212,82,40,8,41,27,0.299,5.09,8,3,1,3,324,8,43,5,3,7 +cornute01,1977,1,SFN,NL,1,2,28,1,0,0,0,133,38,19,4,22,23,0.229,3.86,5,3,0,0,191,12,24,1,2,4 +cortba01,1977,1,ML4,AL,1,1,7,3,1,0,0,73,25,9,1,9,17,0.281,3.33,1,1,1,0,102,1,9,2,1,3 +crawfji01,1977,1,DET,AL,7,8,37,7,0,0,1,378,156,67,13,50,91,0.310,4.79,5,6,1,3,574,12,82,13,6,12 +cuellbo01,1977,1,TEX,AL,0,0,4,0,0,0,0,20,4,1,1,2,3,0.182,1.35,0,0,0,0,24,3,1,0,0,2 +cuellmi01,1977,1,CAL,AL,0,1,2,1,0,0,0,10,9,7,2,3,3,0.500,18.90,1,0,0,0,21,0,7,0,0,0 +curtijo01,1977,1,SFN,NL,3,3,43,9,1,1,1,231,95,47,5,48,47,0.314,5.49,9,4,1,0,360,13,48,5,3,8 +dacqujo01,1977,1,SLN,NL,0,0,3,2,0,0,0,25,5,4,0,10,9,0.185,4.32,0,2,1,0,39,1,4,0,1,0 +dacqujo01,1977,2,SDN,NL,1,2,17,12,0,0,0,132,49,34,3,47,45,0.297,6.95,0,5,1,1,220,1,41,5,2,3 +dalcabr01,1977,1,CHA,AL,0,2,8,0,0,0,2,72,20,10,1,13,9,0.230,3.75,0,1,0,0,101,5,11,1,0,4 +darrmi01,1977,1,TOR,AL,0,1,1,1,0,0,0,4,3,5,1,4,1,0.429,33.75,0,0,1,0,12,0,5,0,0,0 +daveymi01,1977,1,ATL,NL,0,0,16,0,0,0,2,48,19,9,1,9,7,0.302,5.06,4,1,0,0,75,7,9,3,0,1 +debarde01,1977,1,TOR,AL,0,1,14,0,0,0,0,64,29,14,1,8,10,0.337,5.91,0,2,0,0,98,5,14,2,2,0 +demerla01,1977,1,PIT,NL,6,5,39,8,0,0,1,271,100,51,13,47,35,0.279,5.08,3,6,0,0,409,8,59,1,3,5 +dennyjo01,1977,1,SLN,NL,8,8,26,26,3,1,0,449,165,75,9,62,60,0.281,4.51,0,6,5,1,664,0,85,7,3,13 +devinad01,1977,1,TEX,AL,11,6,56,2,0,0,15,317,102,42,8,31,67,0.259,3.58,11,0,4,1,444,33,43,11,4,7 +dierkla01,1977,1,SLN,NL,2,6,11,9,0,0,0,118,40,20,7,16,6,0.267,4.58,0,2,2,1,169,1,21,0,1,3 +dixonto01,1977,1,HOU,NL,1,0,9,4,1,0,0,91,40,11,0,7,15,0.320,3.26,0,1,1,1,135,0,12,2,0,1 +dobsopa01,1977,1,CLE,AL,3,12,33,17,0,0,1,400,155,91,23,65,81,0.299,6.14,7,3,1,2,595,4,94,8,2,10 +downial01,1977,1,LAN,NL,0,1,12,1,0,0,0,60,22,15,4,16,23,0.278,6.75,0,1,0,0,99,2,15,4,0,1 +dragodi01,1977,1,CAL,AL,0,1,13,0,0,0,2,63,22,7,3,3,15,0.272,3.00,2,1,0,0,87,6,8,1,2,0 +dragodi01,1977,2,BAL,AL,6,3,36,0,0,0,3,119,49,16,2,15,20,0.308,3.63,4,0,1,0,182,22,19,3,4,4 +duesha01,1977,1,MON,NL,1,1,6,4,0,0,0,69,26,11,2,9,9,0.265,4.30,1,1,0,1,108,1,14,1,0,1 +dumouda01,1977,1,CIN,NL,0,0,5,0,0,0,0,16,12,8,0,3,5,0.462,13.50,1,1,0,0,32,1,8,3,0,0 +dunnist01,1977,1,OAK,AL,1,0,6,0,0,0,0,55,17,8,2,10,4,0.250,3.93,1,2,0,0,78,4,8,1,0,3 +easteja01,1977,1,ATL,NL,2,4,22,5,0,0,1,176,72,40,5,30,37,0.303,6.14,4,0,3,0,275,6,46,3,1,7 +eastwra01,1977,1,CIN,NL,2,2,23,0,0,0,7,130,40,14,3,8,17,0.244,2.91,1,0,0,0,172,18,14,0,0,4 +eastwra01,1977,2,SLN,NL,3,7,41,1,0,0,4,161,74,28,6,21,30,0.332,4.70,3,2,0,1,248,20,34,1,3,4 +eckerde01,1977,1,CLE,AL,14,13,33,33,12,3,0,742,214,97,31,54,191,0.231,3.53,11,3,7,0,1006,0,100,11,6,8 +ellisdo01,1977,1,NYA,AL,1,1,3,3,1,0,0,59,18,4,1,8,5,0.237,1.83,0,1,0,1,85,0,9,0,1,1 +ellisdo01,1977,2,OAK,AL,1,5,7,7,0,0,0,78,35,28,5,14,11,0.315,9.69,0,1,1,0,128,0,33,1,1,1 +ellisdo01,1977,3,TEX,AL,10,6,23,22,7,1,1,502,158,54,13,42,90,0.254,2.90,1,4,0,0,685,1,60,12,8,19 +erardgr01,1977,1,SEA,AL,0,1,5,0,0,0,0,27,12,6,3,6,5,0.300,6.00,1,1,0,0,46,2,8,0,0,0 +espinni01,1977,1,NYN,NL,10,13,32,29,7,1,0,600,188,76,17,55,105,0.249,3.42,5,2,5,2,825,2,82,8,2,13 +falcope01,1977,1,SLN,NL,4,8,27,22,1,1,1,372,130,75,19,61,75,0.274,5.44,3,4,3,1,553,3,79,6,7,8 +farmeed01,1977,1,BAL,AL,0,0,1,0,0,0,0,0,1,1,0,1,0,1.000,,0,0,0,0,2,0,1,0,0,0 +fidryma01,1977,1,DET,AL,6,4,11,11,7,1,0,243,82,26,2,12,42,0.269,2.89,2,1,1,0,326,0,29,4,4,12 +figueed01,1977,1,NYA,AL,16,11,32,32,12,2,0,718,228,95,19,75,104,0.252,3.57,1,3,3,0,999,0,102,7,10,23 +fingero01,1977,1,SDN,NL,8,9,78,0,0,0,35,397,123,44,12,36,113,0.248,2.99,12,2,1,1,543,69,47,6,4,6 +fitzmal01,1977,1,CLE,AL,6,10,29,21,1,0,0,399,164,80,12,53,54,0.306,5.41,4,4,1,1,601,1,87,7,4,10 +flanami01,1977,1,BAL,AL,15,10,36,33,15,2,1,705,235,95,17,70,149,0.266,3.64,5,5,2,0,974,2,100,10,7,31 +folkeri01,1977,1,ML4,AL,0,1,3,0,0,0,0,19,7,3,2,4,6,0.269,4.26,1,1,0,0,31,2,7,1,0,0 +forscbo01,1977,1,SLN,NL,20,7,35,35,8,2,0,652,210,84,20,69,95,0.251,3.48,2,9,3,1,915,0,97,4,4,21 +forscke01,1977,1,HOU,NL,5,8,42,5,0,0,8,258,80,26,2,28,45,0.246,2.72,6,3,2,0,364,28,32,7,2,10 +forstte01,1977,1,PIT,NL,6,4,33,6,0,0,1,262,90,43,7,32,58,0.269,4.43,3,3,2,1,378,7,47,5,5,8 +foucast01,1977,1,DET,AL,7,7,44,0,0,0,13,223,64,26,7,17,58,0.226,3.15,4,2,0,0,303,34,29,3,0,5 +freisda01,1977,1,SDN,NL,7,9,33,23,1,0,0,416,140,71,21,71,72,0.266,4.61,9,6,2,0,608,1,86,4,5,10 +frostda01,1977,1,CHA,AL,1,1,4,3,0,0,0,71,30,8,0,3,15,0.323,3.04,0,0,1,0,101,0,9,2,2,2 +frymawo01,1977,1,CIN,NL,5,5,17,12,0,0,1,226,83,45,13,45,57,0.292,5.38,2,3,2,0,343,1,45,10,2,6 +galasbo01,1977,1,SEA,AL,0,6,11,7,0,0,0,105,57,35,8,8,21,0.365,9.00,0,3,3,0,170,3,36,1,2,3 +garbege01,1977,1,PHI,NL,8,6,64,0,0,0,19,310,82,27,6,23,78,0.220,2.35,8,1,2,0,406,44,30,6,3,7 +garlawa01,1977,1,CLE,AL,13,19,38,38,21,1,0,848,281,113,23,88,118,0.261,3.60,8,12,2,1,1184,0,130,11,7,30 +garmami01,1977,1,LAN,NL,4,4,49,0,0,0,12,188,60,19,7,22,29,0.254,2.73,5,0,2,1,264,30,20,4,0,6 +garvije01,1977,1,TOR,AL,10,18,34,34,12,1,0,734,247,114,33,85,127,0.264,4.19,5,2,4,2,1046,0,127,16,6,7 +giustda01,1977,1,OAK,AL,3,3,40,0,0,0,6,181,54,20,4,20,28,0.245,2.98,5,2,0,0,243,31,22,3,0,3 +giustda01,1977,2,CHN,NL,0,2,20,0,0,0,1,76,30,17,2,14,15,0.297,6.04,2,3,0,0,116,13,19,0,1,1 +glynned01,1977,1,DET,AL,2,1,8,3,0,0,0,82,36,16,3,12,13,0.316,5.27,1,0,0,0,129,3,17,0,3,4 +goltzda01,1977,1,MIN,AL,20,11,39,39,19,2,0,909,284,113,23,91,186,0.247,3.36,4,9,2,1,1253,0,129,7,5,26 +gossari01,1977,1,PIT,NL,11,9,72,0,0,0,26,399,78,24,9,49,151,0.170,1.62,6,2,2,0,523,55,27,7,6,7 +griffto02,1977,1,SDN,NL,6,9,38,20,0,0,0,454,144,75,17,88,79,0.254,4.46,8,4,5,6,672,4,88,7,5,10 +grillst01,1977,1,DET,AL,1,2,30,2,0,0,0,218,71,39,8,49,49,0.265,4.83,2,5,3,0,326,13,42,5,1,7 +grimsro02,1977,1,BAL,AL,14,10,34,34,11,2,0,655,230,96,24,74,53,0.277,3.96,2,2,1,1,923,0,105,12,7,33 +guidrro01,1977,1,NYA,AL,16,7,31,25,9,5,1,632,174,66,12,65,176,0.224,2.82,2,6,0,0,850,4,72,5,3,12 +gulledo01,1977,1,NYA,AL,14,4,22,22,7,1,0,475,137,63,14,69,116,0.232,3.58,1,4,1,0,667,0,67,3,4,12 +gurala01,1977,1,KCA,AL,8,5,52,6,1,1,10,319,108,37,8,28,46,0.265,3.13,4,4,1,1,445,24,43,3,6,10 +haasmo01,1977,1,ML4,AL,10,12,32,32,6,0,0,593,195,95,21,84,113,0.261,4.33,8,7,2,0,844,0,104,3,9,14 +haliced01,1977,1,SFN,NL,16,12,37,37,7,2,0,773,241,95,27,70,168,0.244,3.32,5,1,7,3,1076,0,105,9,1,10 +hallto01,1977,1,KCA,AL,0,0,6,0,0,0,0,23,4,3,2,6,10,0.154,3.52,0,0,0,0,32,2,3,0,0,0 +hamilda01,1977,1,CHA,AL,4,5,55,0,0,0,9,202,71,27,6,33,45,0.271,3.61,4,2,0,0,307,21,33,5,6,3 +hannage01,1977,1,MON,NL,1,5,8,7,0,0,0,111,43,20,7,17,21,0.291,4.86,0,3,0,0,170,0,27,5,0,2 +hannapr01,1977,1,ATL,NL,2,6,17,9,1,0,1,180,69,33,6,34,37,0.285,4.95,1,5,2,0,282,2,40,4,0,5 +hargast01,1977,1,TOR,AL,1,3,6,5,1,0,0,88,36,17,2,14,11,0.308,5.22,2,2,0,0,134,1,17,3,0,2 +hargast01,1977,2,TEX,AL,1,0,6,0,0,0,0,37,22,12,2,5,10,0.393,8.76,0,0,0,0,64,1,13,1,2,3 +hargast01,1977,3,ATL,NL,0,3,16,5,0,0,0,110,49,28,3,16,18,0.325,6.87,1,6,0,1,172,3,31,3,2,6 +hartech01,1977,1,TOR,AL,0,2,13,0,0,0,0,82,40,20,8,6,15,0.348,6.59,0,0,1,0,123,10,22,1,0,4 +hartzpa01,1977,1,CAL,AL,8,12,41,23,6,0,4,568,200,75,14,38,79,0.274,3.57,6,5,4,1,793,12,92,9,12,15 +hasslan01,1977,1,KCA,AL,9,6,29,27,3,1,0,469,166,73,7,75,83,0.270,4.20,3,8,5,1,701,1,88,3,4,14 +heaveda01,1977,1,SFN,NL,5,1,56,0,0,0,1,296,92,28,10,21,58,0.251,2.55,8,0,3,0,398,12,36,4,4,10 +hendejo01,1977,1,CIN,NL,0,2,7,0,0,0,0,27,17,12,2,6,8,0.386,12.00,0,0,0,1,50,1,13,0,0,1 +hernara01,1977,1,CHN,NL,0,0,6,0,0,0,1,23,11,7,1,3,4,0.306,8.22,0,0,0,0,39,4,9,0,0,0 +hernara01,1977,2,BOS,AL,0,1,12,0,0,0,1,38,14,8,2,7,8,0.280,5.68,1,0,1,1,58,5,10,0,0,2 +hernawi01,1977,1,CHN,NL,8,7,67,1,0,0,4,330,94,37,11,28,78,0.234,3.03,9,8,1,3,437,23,42,4,2,7 +hillejo01,1977,1,DET,AL,8,14,45,8,3,0,7,372,120,49,15,61,115,0.258,3.56,8,6,1,0,539,27,59,7,5,11 +hindssa01,1977,1,ML4,AL,0,3,29,1,0,0,2,217,72,38,5,40,46,0.266,4.73,3,5,2,0,324,11,42,3,8,7 +hoernjo01,1977,1,CIN,NL,0,0,8,0,0,0,0,17,9,8,3,3,5,0.375,12.71,1,1,3,1,32,0,8,0,2,0 +holdsfr01,1977,1,BAL,AL,0,1,12,0,0,0,0,43,17,10,0,16,4,0.333,6.28,2,2,1,0,73,3,11,2,3,3 +holdsfr01,1977,2,MON,NL,3,3,14,6,0,0,0,127,35,15,6,18,21,0.230,3.19,0,1,0,1,173,1,17,0,3,4 +hollaal01,1977,1,PIT,NL,0,0,2,0,0,0,0,7,4,2,0,0,1,0.400,7.71,0,0,0,0,10,0,2,0,0,0 +hollyje01,1977,1,MIN,AL,2,3,18,5,0,0,0,145,57,37,8,12,32,0.300,6.89,0,1,1,0,207,6,37,3,1,6 +holtzke01,1977,1,NYA,AL,2,3,18,11,0,0,0,215,105,46,7,24,14,0.362,5.78,2,4,1,0,323,4,55,6,2,12 +honeyri01,1977,1,SEA,AL,0,1,10,3,0,0,0,87,26,14,7,11,17,0.239,4.34,2,2,3,1,125,3,16,0,2,3 +hooddo01,1977,1,CLE,AL,2,1,41,5,1,0,0,315,87,35,3,49,62,0.224,3.00,7,1,4,0,448,7,42,7,0,8 +hootobu01,1977,1,LAN,NL,12,7,32,31,6,2,1,670,184,65,14,60,153,0.225,2.62,5,5,3,1,897,1,74,13,4,16 +houghch01,1977,1,LAN,NL,6,12,70,1,0,0,22,382,98,47,10,70,105,0.213,3.32,6,8,7,0,551,53,53,10,4,9 +houseto01,1977,1,BOS,AL,1,0,8,0,0,0,0,23,15,11,0,6,6,0.405,12.91,0,0,0,0,43,4,11,0,0,1 +houseto01,1977,2,SEA,AL,4,5,26,11,1,0,1,268,94,39,12,19,39,0.269,3.93,2,2,4,1,377,5,42,0,3,7 +hraboal01,1977,1,SLN,NL,6,5,65,0,0,0,10,259,82,42,12,41,68,0.256,4.38,7,4,3,0,374,39,44,3,7,8 +hugheji03,1977,1,MIN,AL,0,0,2,0,0,0,0,13,4,1,0,1,1,0.250,2.08,0,0,0,0,18,2,1,0,1,0 +humeto01,1977,1,CIN,NL,3,3,14,5,0,0,0,129,54,34,5,17,22,0.305,7.12,3,0,0,0,197,2,36,2,1,1 +hunteca01,1977,1,NYA,AL,9,9,22,22,8,1,0,430,137,75,29,47,52,0.250,4.71,3,2,3,1,608,0,83,5,5,9 +jacksgr01,1977,1,PIT,NL,5,3,49,2,0,0,4,273,81,39,11,39,41,0.240,3.86,8,0,1,1,385,19,44,5,3,5 +jacksro03,1977,1,NYN,NL,0,2,4,4,0,0,0,72,25,16,2,15,13,0.263,6.00,1,2,3,0,116,0,16,2,1,1 +jeffeje01,1977,1,TOR,AL,9,17,33,33,8,0,0,651,224,104,23,83,114,0.269,4.31,4,3,1,1,938,0,123,9,11,16 +jenkife01,1977,1,BOS,AL,10,10,28,28,11,1,0,579,190,79,30,36,105,0.257,3.68,2,2,0,0,790,0,91,10,4,11 +johnsba01,1977,1,CHA,AL,4,5,29,4,0,0,2,276,114,41,5,38,46,0.302,4.01,3,3,2,0,426,11,48,4,5,2 +johnsbo03,1977,1,ATL,NL,0,1,15,0,0,0,0,67,24,18,7,14,16,0.270,7.25,1,1,2,0,106,5,18,0,1,1 +johnsda03,1977,1,MIN,AL,2,5,30,6,0,0,0,218,86,37,7,23,33,0.299,4.58,1,4,5,0,320,16,42,2,2,8 +johnsje01,1977,1,TOR,AL,2,4,43,0,0,0,5,258,91,44,9,54,54,0.279,4.60,4,3,0,1,392,25,50,5,7,10 +johnsto02,1977,1,MIN,AL,16,7,71,0,0,0,15,440,152,51,11,47,87,0.271,3.13,8,10,5,0,629,54,57,8,10,15 +johnto01,1977,1,LAN,NL,20,7,31,31,11,3,0,661,225,68,12,50,123,0.267,2.78,3,6,3,0,906,0,82,10,1,32 +jonesod01,1977,1,PIT,NL,3,7,34,15,1,0,0,324,118,61,14,31,66,0.278,5.08,2,4,3,2,466,9,63,5,3,2 +jonesra01,1977,1,SDN,NL,6,12,27,25,1,0,0,442,173,75,12,36,44,0.291,4.58,10,1,0,3,642,1,85,7,5,13 +jonesri01,1977,1,SEA,AL,1,4,10,10,0,0,0,127,47,24,10,37,16,0.283,5.10,2,0,0,0,203,0,25,0,0,5 +jonesti01,1977,1,PIT,NL,1,0,3,1,0,0,0,30,4,0,0,3,5,0.118,0.00,0,0,0,1,37,2,0,0,0,1 +kaatji01,1977,1,PHI,NL,6,11,35,27,2,0,0,481,211,96,20,40,55,0.321,5.39,6,2,2,0,709,3,100,6,2,20 +kekicmi01,1977,1,SEA,AL,5,4,41,2,0,0,3,270,90,56,11,51,55,0.265,5.60,3,4,3,0,401,19,58,4,3,6 +keougma02,1977,1,OAK,AL,1,3,7,6,0,0,0,128,39,23,4,22,23,0.247,4.85,0,0,1,0,183,0,25,1,1,4 +kernji01,1977,1,CLE,AL,8,10,60,0,0,0,18,276,85,35,3,47,91,0.260,3.42,8,4,6,0,393,46,39,9,4,12 +kerrijo01,1977,1,MON,NL,3,5,66,0,0,0,11,268,80,32,4,33,43,0.241,3.22,3,1,3,0,379,36,37,5,6,6 +kirkwdo01,1977,1,CAL,AL,1,0,13,0,0,0,1,53,20,10,3,9,10,0.290,5.09,3,1,0,0,78,5,12,0,0,2 +kirkwdo01,1977,2,CHA,AL,1,1,16,0,0,0,0,120,49,23,3,10,24,0.310,5.18,2,5,1,0,175,13,27,3,3,4 +kisonbr01,1977,1,PIT,NL,9,10,33,32,3,1,0,579,209,105,25,55,122,0.278,4.90,6,6,6,1,830,0,113,8,10,11 +klinest01,1977,1,ATL,NL,0,0,16,0,0,0,1,61,21,15,4,12,10,0.259,6.64,3,1,0,3,93,7,15,0,0,0 +knappch01,1977,1,CHA,AL,12,7,27,26,4,0,0,439,166,78,16,61,103,0.283,4.80,1,1,7,0,664,1,90,5,4,7 +kneppbo01,1977,1,SFN,NL,11,9,27,27,6,2,0,498,151,62,14,72,100,0.242,3.36,2,6,3,0,710,0,73,7,4,15 +knowlda01,1977,1,TEX,AL,5,2,42,0,0,0,4,151,50,18,3,23,14,0.272,3.22,2,4,2,1,216,27,22,4,3,8 +koniedo01,1977,1,HOU,NL,1,1,4,4,0,0,0,63,26,14,1,8,7,0.302,6.00,0,0,1,0,97,0,15,0,2,0 +koosmje01,1977,1,NYN,NL,8,20,32,32,6,1,0,680,195,88,17,81,192,0.232,3.49,8,2,4,4,940,0,102,9,4,17 +kraveke01,1977,1,CHA,AL,11,8,26,25,6,1,0,500,161,76,12,57,125,0.250,4.10,0,4,6,1,718,0,87,11,1,8 +kreugri01,1977,1,BOS,AL,0,1,1,0,0,0,0,0,2,2,0,0,0,1.000,,0,0,0,0,2,0,2,0,0,0 +krukomi01,1977,1,CHN,NL,8,14,34,33,1,1,0,516,195,84,16,61,106,0.281,4.40,8,6,3,4,767,0,96,5,3,9 +kucekja01,1977,1,CHA,AL,0,1,8,3,0,0,0,104,35,14,4,10,25,0.267,3.63,0,1,2,0,148,4,20,3,2,3 +kuhaufr01,1977,1,CAL,AL,0,0,3,1,0,0,0,19,15,11,1,7,3,0.455,15.63,0,2,0,0,40,1,11,0,0,0 +laceybo01,1977,1,OAK,AL,6,8,64,0,0,0,7,365,100,41,13,43,69,0.234,3.03,11,4,0,1,492,29,46,17,4,14 +lacorfr01,1977,1,ATL,NL,1,8,14,7,0,0,0,111,67,48,10,29,28,0.394,11.68,1,0,2,0,205,1,51,3,1,1 +lagrole01,1977,1,CHA,AL,7,3,66,0,0,0,25,296,81,27,10,35,63,0.230,2.46,3,6,1,0,400,49,32,9,3,9 +lampde01,1977,1,CHN,NL,0,2,11,3,0,0,0,90,43,21,3,8,12,0.344,6.30,4,0,2,1,137,4,21,1,1,5 +lancega01,1977,1,KCA,AL,0,1,1,0,0,0,0,6,2,1,0,2,0,0.286,4.50,0,0,0,0,10,1,1,1,0,0 +landrla01,1977,1,MON,NL,0,2,4,1,0,0,0,28,16,10,0,8,5,0.381,9.64,1,1,0,0,51,0,11,0,1,0 +langfri01,1977,1,OAK,AL,8,19,37,31,6,1,0,625,223,93,18,73,141,0.273,4.02,3,4,2,1,901,2,107,3,6,16 +larocda01,1977,1,CLE,AL,2,2,13,0,0,0,4,56,15,11,3,7,18,0.234,5.30,1,1,0,0,75,11,13,2,2,4 +larocda01,1977,2,CAL,AL,6,5,46,0,0,0,13,244,64,28,8,37,61,0.218,3.10,8,0,2,0,341,39,31,4,5,2 +larsoda01,1977,1,HOU,NL,1,7,32,10,1,0,1,293,108,63,13,45,44,0.281,5.81,2,9,2,1,443,5,72,6,4,4 +lavelga01,1977,1,SFN,NL,7,7,73,0,0,0,20,355,106,27,4,37,93,0.239,2.05,18,2,0,0,485,49,35,1,4,14 +laxtobi01,1977,1,SEA,AL,3,2,43,0,0,0,3,218,62,40,10,39,49,0.233,4.95,5,3,4,0,316,16,44,3,4,5 +laxtobi01,1977,2,CLE,AL,0,0,2,0,0,0,0,5,2,1,0,2,1,0.286,5.40,0,2,0,0,9,1,1,0,0,0 +leebi03,1977,1,BOS,AL,9,5,27,16,4,0,1,384,155,63,14,29,31,0.307,4.43,1,1,0,0,543,4,67,3,5,27 +lemanda01,1977,1,TOR,AL,13,16,34,34,11,0,0,756,278,119,20,87,105,0.282,4.25,6,20,4,1,1092,0,143,7,9,24 +lemonma01,1977,1,HOU,NL,9,14,34,30,5,0,0,644,237,83,20,52,83,0.281,3.48,4,0,3,3,910,1,88,7,5,11 +leonade01,1977,1,KCA,AL,20,12,38,37,21,5,1,878,246,99,18,79,244,0.227,3.04,0,14,8,2,1186,1,117,8,8,20 +leonma01,1977,1,ATL,NL,4,4,31,9,0,0,1,245,89,36,9,25,44,0.280,3.97,2,1,9,1,359,11,42,5,2,4 +lerchra01,1977,1,PHI,NL,10,6,32,28,3,0,0,506,207,95,20,75,81,0.312,5.07,3,8,1,2,761,1,102,14,8,19 +lewalde01,1977,1,LAN,NL,3,1,5,1,0,0,1,51,22,8,1,4,8,0.306,4.24,1,1,0,0,76,2,8,0,0,1 +lindbpa01,1977,1,TEX,AL,4,5,42,1,0,0,4,296,103,46,16,29,46,0.270,4.20,2,2,1,0,417,25,50,4,2,10 +littema01,1977,1,KCA,AL,8,4,48,5,0,0,12,314,73,42,6,55,106,0.198,3.61,6,8,1,2,434,29,49,3,7,5 +lockwsk01,1977,1,NYN,NL,4,8,63,0,0,0,20,312,87,39,5,31,84,0.227,3.38,11,3,4,1,427,50,40,4,4,6 +lonboji01,1977,1,PHI,NL,11,4,25,25,4,1,0,473,157,72,15,50,76,0.261,4.11,5,6,5,2,666,0,77,5,4,15 +lylesp01,1977,1,NYA,AL,13,5,72,0,0,0,26,411,131,33,7,33,68,0.257,2.17,6,10,2,0,554,60,41,5,5,18 +maccofr01,1977,1,SEA,AL,0,0,3,3,0,0,0,21,4,3,0,12,4,0.174,3.86,0,4,3,1,38,0,3,0,0,0 +mahlemi01,1977,1,ATL,NL,1,2,5,5,0,0,0,69,31,16,4,9,14,0.326,6.26,0,1,1,0,109,0,19,1,3,2 +marshmi01,1977,1,ATL,NL,1,0,4,0,0,0,0,18,12,6,1,2,6,0.400,9.00,0,0,0,0,32,0,6,0,0,0 +marshmi01,1977,2,TEX,AL,2,2,12,4,0,0,1,107,42,16,0,13,18,0.304,4.04,1,4,2,0,157,5,19,4,0,5 +martide01,1977,1,BAL,AL,14,7,42,13,5,0,4,500,157,76,10,64,107,0.253,4.10,5,5,8,0,709,19,86,8,8,20 +martisi01,1977,1,CHA,AL,0,1,10,0,0,0,1,63,28,13,4,12,10,0.337,5.57,2,0,0,0,99,3,14,1,3,3 +martiti01,1977,1,BAL,AL,5,1,41,0,0,0,9,150,47,15,2,27,29,0.266,2.70,2,3,0,1,210,29,17,4,2,8 +matlajo01,1977,1,NYN,NL,7,15,26,26,5,3,0,507,175,79,19,43,123,0.273,4.21,7,2,2,2,702,0,86,8,8,17 +mayru01,1977,1,BAL,AL,18,14,37,37,11,4,0,755,243,101,25,78,105,0.255,3.61,2,2,5,0,1047,0,114,6,5,22 +mccalla01,1977,1,NYA,AL,0,1,2,0,0,0,0,18,12,5,1,1,0,0.375,7.50,0,0,0,0,33,0,7,0,0,0 +mccatst01,1977,1,OAK,AL,0,0,4,2,0,0,0,43,16,8,1,7,9,0.276,5.02,0,1,1,0,66,1,9,0,0,0 +mcclubo01,1977,1,ML4,AL,2,1,68,0,0,0,6,214,64,20,2,34,57,0.248,2.52,5,1,1,2,302,31,25,5,5,9 +mcenawi01,1977,1,MON,NL,3,5,69,0,0,0,3,260,92,38,6,22,38,0.271,3.95,4,2,2,0,372,32,39,2,6,4 +mcgilra01,1977,1,KCA,AL,0,1,3,0,0,0,0,21,7,4,1,1,1,0.280,5.14,0,0,0,0,26,1,4,0,0,1 +mcgloly01,1977,1,SFN,NL,2,9,21,15,2,0,0,240,94,50,9,52,42,0.299,5.63,4,3,1,0,373,3,62,3,3,6 +mcgratu01,1977,1,PHI,NL,7,3,45,0,0,0,9,237,62,23,6,24,58,0.221,2.62,5,1,1,0,311,31,25,3,2,9 +mcgresc01,1977,1,BAL,AL,3,5,29,5,1,0,4,342,119,56,8,30,55,0.275,4.42,2,2,7,0,480,11,57,4,7,13 +mclaubo01,1977,1,HOU,NL,4,7,46,6,0,0,5,254,81,40,6,34,59,0.260,4.25,6,3,6,1,359,29,44,4,3,9 +mclauby01,1977,1,SEA,AL,0,0,1,0,0,0,0,4,5,4,1,0,1,0.625,27.00,0,0,0,0,8,0,4,0,0,0 +mclaujo01,1977,1,ATL,NL,0,0,3,2,0,0,0,18,10,10,3,3,0,0.385,15.00,0,0,0,0,31,1,10,2,0,0 +medicdo01,1977,1,OAK,AL,10,6,26,25,1,0,0,443,155,77,19,49,74,0.265,4.69,3,3,3,0,646,1,89,4,6,8 +medicdo01,1977,2,SEA,AL,2,0,3,3,1,0,0,67,26,9,1,4,3,0.286,3.63,0,0,2,0,98,0,9,0,1,1 +medicdo01,1977,3,NYN,NL,0,1,1,1,0,0,0,21,6,3,0,1,3,0.261,3.86,0,0,0,0,25,0,3,0,1,1 +mendoma01,1977,1,PIT,NL,0,0,1,0,0,0,0,6,3,3,1,2,0,0.375,13.50,0,1,0,0,10,1,3,0,0,0 +messean01,1977,1,ATL,NL,5,4,16,16,1,0,0,307,101,50,12,39,69,0.256,4.40,5,5,2,0,447,0,54,8,3,7 +metzgbu01,1977,1,SDN,NL,0,0,17,1,0,0,0,68,27,14,5,12,6,0.307,5.56,4,0,1,0,105,4,16,2,2,1 +metzgbu01,1977,2,SLN,NL,4,2,58,0,0,0,7,278,78,32,8,38,48,0.228,3.11,2,2,1,0,389,28,36,6,2,6 +milledy01,1977,1,BAL,AL,2,2,12,0,0,0,1,67,25,14,6,10,9,0.278,5.64,1,0,0,1,100,7,14,0,0,0 +milledy01,1977,2,CAL,AL,4,4,41,0,0,0,4,277,81,31,10,30,49,0.241,3.02,7,2,0,0,375,28,35,5,5,9 +millera05,1977,1,BAL,AL,0,0,1,0,0,0,0,2,4,3,0,0,0,0.800,40.50,0,0,0,0,6,0,3,0,1,0 +mingost01,1977,1,KCA,AL,2,4,43,0,0,0,4,192,59,22,4,19,19,0.255,3.09,4,3,1,0,262,22,26,5,5,6 +mintogr01,1977,1,SFN,NL,1,1,2,2,0,0,0,42,14,7,0,4,5,0.264,4.50,0,2,0,1,57,0,8,0,0,2 +mitchcr01,1977,1,OAK,AL,0,1,3,1,0,0,0,17,9,5,1,2,1,0.346,7.94,0,0,0,0,29,1,6,1,0,0 +mitchpa01,1977,1,OAK,AL,0,3,5,3,0,0,0,41,21,16,3,7,5,0.339,10.54,0,0,0,0,71,1,16,2,0,0 +mitchpa01,1977,2,SEA,AL,3,3,9,9,0,0,0,119,50,22,7,16,20,0.311,4.99,1,2,1,0,183,0,26,2,3,3 +moffira01,1977,1,SFN,NL,4,9,64,0,0,0,11,263,91,35,4,39,68,0.273,3.59,13,3,3,0,388,32,41,6,7,5 +mongesi01,1977,1,CAL,AL,0,1,4,0,0,0,1,37,14,4,2,6,4,0.304,2.92,0,0,0,0,56,1,6,3,1,1 +mongesi01,1977,2,CLE,AL,1,2,33,0,0,0,3,117,47,27,6,27,25,0.309,6.23,4,2,0,0,186,15,31,4,3,3 +montajo01,1977,1,SEA,AL,8,12,47,15,2,0,4,547,193,87,20,75,98,0.272,4.29,5,7,4,1,796,15,95,3,4,17 +montejo01,1977,1,SFN,NL,7,12,26,25,4,0,0,472,170,61,10,46,110,0.273,3.49,6,5,3,0,689,0,82,7,10,5 +mooreba02,1977,1,CAL,AL,0,2,7,3,0,0,0,68,28,10,7,10,14,0.295,3.97,1,0,3,0,112,3,19,3,2,1 +mooredo01,1977,1,CHN,NL,4,2,27,1,0,0,0,146,51,22,1,18,34,0.285,4.07,7,2,0,4,207,5,27,7,3,8 +mooreto01,1977,1,SEA,AL,2,1,14,1,0,0,0,99,36,18,1,21,13,0.281,4.91,2,3,3,0,155,6,22,1,2,4 +moretro01,1977,1,TEX,AL,3,3,18,8,0,0,4,217,59,30,6,38,39,0.220,3.73,2,4,0,0,315,7,41,5,4,3 +morrija02,1977,1,DET,AL,1,1,7,6,1,0,0,137,38,19,4,23,28,0.235,3.74,0,2,0,0,189,0,20,3,1,2 +moskapa01,1977,1,CIN,NL,6,6,20,19,2,2,0,324,116,48,10,40,71,0.278,4.00,3,4,1,2,467,1,51,3,5,6 +murphto02,1977,1,BOS,AL,0,1,16,0,0,0,0,92,44,23,6,12,13,0.341,6.75,0,1,0,0,143,10,25,0,1,3 +murphto02,1977,2,TOR,AL,2,1,19,1,0,0,2,156,63,21,6,18,26,0.303,3.63,3,3,1,0,231,12,22,2,3,4 +murrada01,1977,1,CIN,NL,7,2,61,1,0,0,4,306,125,56,13,46,42,0.314,4.94,6,4,2,1,457,20,60,4,7,17 +myricbo01,1977,1,NYN,NL,2,2,44,4,0,0,2,262,86,35,5,33,49,0.265,3.61,5,2,1,0,367,19,39,4,4,7 +newmaje01,1977,1,OAK,AL,0,0,1,0,0,0,0,3,1,0,0,0,0,0.250,0.00,0,0,1,0,5,1,0,0,0,0 +niekrjo01,1977,1,HOU,NL,13,8,44,14,9,2,5,542,155,61,14,64,101,0.238,3.04,3,5,1,1,737,12,66,13,6,20 +niekrph01,1977,1,ATL,NL,16,20,44,43,20,2,0,991,315,148,26,164,262,0.255,4.03,12,17,8,3,1428,1,166,11,8,26 +nolanga01,1977,1,CIN,NL,4,1,8,8,0,0,0,118,53,21,5,12,28,0.321,4.81,1,0,0,1,179,0,22,2,0,3 +nolanga01,1977,2,CAL,AL,0,3,5,5,0,0,0,55,31,18,5,2,4,0.365,8.84,0,0,0,0,89,0,19,0,2,0 +normafr01,1977,1,CIN,NL,14,13,35,34,8,1,0,664,200,83,28,98,160,0.241,3.38,9,11,3,1,945,0,97,11,4,18 +norrimi01,1977,1,OAK,AL,2,7,16,12,1,1,0,232,77,41,14,31,35,0.260,4.77,1,4,4,0,335,2,45,2,2,7 +owchibo01,1977,1,SDN,NL,9,12,30,28,3,2,0,510,191,84,20,67,101,0.288,4.45,5,5,0,2,743,0,93,7,4,16 +paceljo01,1977,1,NYN,NL,0,0,3,0,0,0,0,12,2,0,0,2,1,0.133,0.00,0,1,0,0,17,3,2,0,0,0 +paganda01,1977,1,SEA,AL,1,1,24,4,1,1,2,198,86,45,3,26,30,0.323,6.14,2,2,2,0,300,10,52,2,4,8 +paganda01,1977,2,PIT,NL,0,0,1,0,0,0,0,9,1,0,0,0,4,0.100,0.00,0,0,0,0,10,0,0,0,0,0 +palmeji01,1977,1,BAL,AL,20,11,39,39,22,3,0,957,263,103,24,99,193,0.229,2.91,1,7,3,0,1269,0,106,10,9,22 +parromi01,1977,1,BAL,AL,0,0,3,0,0,0,0,13,4,1,0,2,2,0.250,2.08,0,1,0,0,18,2,1,0,0,0 +pattegi01,1977,1,NYA,AL,1,2,10,6,0,0,1,100,38,20,3,20,29,0.290,5.40,1,3,3,0,156,3,20,2,0,3 +pattima01,1977,1,KCA,AL,10,3,31,10,4,0,0,385,115,51,16,37,55,0.242,3.58,2,3,2,0,529,8,56,10,5,15 +paxtomi01,1977,1,BOS,AL,10,5,29,12,2,1,0,324,134,46,7,25,58,0.311,3.83,2,0,3,0,467,4,53,4,4,12 +pazikmi01,1977,1,MIN,AL,1,0,3,3,0,0,0,54,18,5,1,6,6,0.265,2.50,0,0,0,0,77,0,5,2,1,1 +pentzge01,1977,1,HOU,NL,5,2,41,4,0,0,2,261,76,37,8,44,51,0.236,3.83,5,9,1,2,375,16,41,2,6,3 +perryga01,1977,1,TEX,AL,15,12,34,34,13,4,0,714,239,89,21,56,177,0.262,3.37,4,3,5,0,986,0,108,8,5,18 +poledi01,1977,1,SEA,AL,7,12,25,24,3,0,0,367,127,70,16,57,51,0.270,5.15,2,3,6,0,542,1,76,4,5,8 +polonjo01,1977,1,TEX,AL,1,0,2,1,0,0,0,21,8,5,1,1,5,0.286,6.43,0,0,0,0,29,1,5,0,0,1 +rasmuer01,1977,1,SLN,NL,11,17,34,34,11,3,0,699,223,90,24,63,120,0.254,3.48,7,2,5,2,962,0,103,8,8,25 +raudo01,1977,1,LAN,NL,14,8,32,32,4,2,0,637,232,81,15,49,126,0.283,3.43,2,3,6,1,896,0,87,12,7,22 +rautzla01,1977,1,LAN,NL,4,1,25,0,0,0,2,62,25,10,0,7,13,0.313,4.35,1,0,0,0,89,5,10,1,1,6 +redfepe01,1977,1,MIN,AL,6,9,30,28,1,0,0,412,164,79,13,66,73,0.304,5.18,2,2,4,2,619,2,89,6,4,16 +reedro01,1977,1,PHI,NL,7,5,60,3,0,0,15,373,101,38,9,37,84,0.224,2.75,7,4,1,0,498,35,41,6,1,12 +renkost01,1977,1,CHN,NL,2,2,13,8,0,0,1,154,51,26,10,21,34,0.258,4.56,6,1,1,0,222,2,32,1,1,0 +renkost01,1977,2,CHA,AL,5,0,8,8,0,0,0,160,55,21,3,17,36,0.274,3.54,0,0,1,0,223,0,23,2,2,5 +reuscpa01,1977,1,CHN,NL,5,6,69,0,0,0,4,321,105,52,9,40,62,0.262,4.37,8,5,0,2,452,26,58,7,4,12 +reuscri01,1977,1,CHN,NL,20,10,39,37,8,4,1,756,233,78,13,74,166,0.247,2.79,11,9,5,1,1030,2,84,3,4,21 +reussje01,1977,1,PIT,NL,10,13,33,33,8,2,0,624,225,95,11,71,116,0.280,4.11,2,11,4,1,894,0,109,10,5,22 +rhoderi01,1977,1,LAN,NL,16,10,31,31,4,1,0,649,223,90,20,63,122,0.270,3.74,1,5,2,0,906,0,98,10,4,21 +richajr01,1977,1,HOU,NL,18,12,36,36,13,3,0,801,212,88,18,104,214,0.218,2.97,1,6,0,1,1092,0,94,9,5,21 +roberda05,1977,1,DET,AL,4,10,22,22,5,0,0,388,143,74,20,41,46,0.274,5.15,2,2,2,0,570,0,88,3,3,7 +roberda05,1977,2,CHN,NL,1,1,17,6,1,0,1,159,55,19,1,12,23,0.275,3.23,8,1,1,0,222,5,22,6,3,3 +rodried01,1977,1,ML4,AL,5,6,42,5,1,1,4,428,126,69,15,56,104,0.236,4.35,6,1,3,0,602,22,70,5,3,11 +rogerst01,1977,1,MON,NL,17,16,40,40,17,4,0,905,272,104,16,81,206,0.243,3.10,3,14,5,1,1235,0,122,18,9,23 +romoen01,1977,1,SEA,AL,8,10,58,3,0,0,16,343,93,36,8,39,105,0.227,2.83,7,1,5,2,461,39,40,4,4,14 +rookeji01,1977,1,PIT,NL,14,9,30,30,7,2,0,613,196,70,24,64,89,0.253,3.08,4,8,0,2,854,0,87,10,6,19 +rossga01,1977,1,CAL,AL,2,4,14,12,0,0,0,175,83,36,10,11,30,0.337,5.55,1,2,2,0,260,1,41,0,1,4 +rozemda01,1977,1,DET,AL,15,7,28,28,16,1,0,655,222,75,25,34,92,0.265,3.09,4,2,7,2,890,0,87,6,5,19 +ruhleve01,1977,1,DET,AL,3,5,14,10,0,0,0,199,83,42,9,15,27,0.305,5.70,0,4,3,0,294,1,44,2,2,7 +ruthvdi01,1977,1,ATL,NL,7,13,25,23,6,2,0,453,158,71,14,62,84,0.267,4.23,6,2,1,4,666,1,86,9,3,7 +ryanno01,1977,1,CAL,AL,19,16,37,37,22,4,0,897,198,92,12,204,341,0.193,2.77,7,21,9,3,1272,0,110,22,10,21 +sadecra01,1977,1,NYN,NL,0,1,4,0,0,0,0,9,3,2,1,3,0,0.300,6.00,0,0,0,0,14,2,2,1,0,1 +sambijo01,1977,1,HOU,NL,5,5,54,1,0,0,7,267,77,23,6,24,67,0.235,2.33,2,2,0,1,357,32,34,4,1,8 +sarmima01,1977,1,CIN,NL,0,0,24,0,0,0,1,121,28,11,6,11,23,0.196,2.45,2,0,0,1,158,11,13,0,4,0 +sawyeri01,1977,1,SDN,NL,7,6,56,9,0,0,0,333,136,72,15,55,45,0.316,5.84,11,10,7,2,508,15,77,12,3,9 +schatda01,1977,1,MON,NL,2,1,6,3,1,1,0,65,16,6,0,13,14,0.203,2.49,0,1,0,0,93,0,6,0,1,1 +schuero01,1977,1,MIN,AL,8,7,52,7,0,0,3,404,131,66,16,61,77,0.260,4.41,5,4,6,0,587,21,74,10,6,9 +schulbu01,1977,1,SLN,NL,6,1,40,3,0,0,1,256,76,22,5,24,66,0.245,2.32,0,1,0,0,343,6,26,7,2,11 +scottmi02,1977,1,CAL,AL,0,2,12,0,0,0,0,48,19,10,1,4,5,0.306,5.63,2,0,0,0,70,4,16,3,0,1 +seaveto01,1977,1,NYN,NL,7,3,13,13,5,3,0,288,79,32,7,28,72,0.221,3.00,3,3,0,1,390,0,33,1,3,2 +seaveto01,1977,2,CIN,NL,14,3,20,20,14,4,0,496,120,43,12,38,124,0.201,2.34,3,4,0,0,641,0,45,4,3,10 +seguidi01,1977,1,SEA,AL,0,7,40,7,0,0,2,332,108,70,20,43,91,0.251,5.69,4,3,1,2,481,18,75,4,3,4 +seoanma01,1977,1,PHI,NL,0,0,2,1,0,0,0,18,11,4,0,3,4,0.407,6.00,0,1,0,0,30,0,4,0,0,1 +serumga01,1977,1,MIN,AL,0,0,8,0,0,0,0,68,22,11,4,10,14,0.268,4.37,1,1,2,0,97,2,11,3,0,1 +shellji01,1977,1,MIN,AL,0,0,5,0,0,0,0,17,10,5,1,5,3,0.385,7.94,0,0,0,0,32,0,7,0,1,1 +shirlbo01,1977,1,SDN,NL,12,18,39,35,1,0,0,642,215,88,22,100,146,0.259,3.70,14,5,4,6,948,0,107,8,5,13 +siebepa01,1977,1,SDN,NL,0,0,4,0,0,0,0,11,3,1,1,4,1,0.214,2.45,1,0,0,0,19,0,4,0,1,0 +siebepa01,1977,2,NYN,NL,2,1,25,0,0,0,0,84,27,12,0,13,20,0.257,3.86,4,1,1,0,123,14,12,1,3,1 +simpswa01,1977,1,CAL,AL,6,12,27,23,0,0,0,366,154,79,14,62,55,0.308,5.83,3,8,7,0,576,1,90,3,4,9 +singebi01,1977,1,TOR,AL,2,8,13,12,0,0,0,179,71,45,5,39,33,0.296,6.79,2,3,2,0,288,1,54,2,5,5 +slatoji01,1977,1,ML4,AL,10,14,32,31,7,1,0,663,223,88,25,77,104,0.266,3.58,5,1,11,1,942,1,104,8,9,18 +solomed01,1977,1,ATL,NL,6,6,18,16,0,0,0,266,110,45,10,34,54,0.305,4.57,2,3,2,2,403,0,64,3,3,9 +sorenla01,1977,1,ML4,AL,7,10,23,20,9,0,0,427,147,69,10,36,57,0.270,4.36,4,2,1,3,594,2,72,9,3,15 +sosael01,1977,1,LAN,NL,2,2,44,0,0,0,1,191,42,14,7,12,47,0.189,1.98,3,1,1,0,239,20,15,3,1,3 +sotoma01,1977,1,CIN,NL,2,6,12,10,2,1,0,182,60,36,12,26,44,0.258,5.34,4,4,3,0,266,1,38,2,2,2 +spillda01,1977,1,SDN,NL,7,6,76,0,0,0,6,369,130,51,12,60,74,0.280,3.73,13,5,1,0,542,30,61,10,6,14 +splitpa01,1977,1,KCA,AL,16,6,37,37,6,2,0,687,243,94,11,83,99,0.278,3.69,2,5,2,0,980,0,104,16,6,16 +stanhdo01,1977,1,MON,NL,10,10,47,16,1,1,10,475,147,60,12,84,89,0.251,3.41,9,4,4,0,689,17,72,10,5,19 +stanlbo01,1977,1,BOS,AL,8,7,41,13,3,1,3,453,176,67,10,43,44,0.294,3.99,5,2,3,1,651,13,74,3,3,22 +stephea01,1977,1,BAL,AL,0,0,1,0,0,0,0,9,5,3,1,0,2,0.357,9.00,0,0,0,0,14,0,3,0,0,0 +stonest01,1977,1,CHA,AL,15,12,31,31,8,0,0,622,228,104,25,80,124,0.281,4.51,3,10,5,1,917,0,115,13,9,13 +strombr01,1977,1,SDN,NL,0,2,8,3,0,0,0,50,23,23,5,12,8,0.329,12.42,2,0,0,1,85,0,25,1,2,1 +suttebr01,1977,1,CHN,NL,7,3,62,0,0,0,31,322,69,16,5,23,129,0.183,1.34,7,7,1,0,411,48,21,9,1,5 +suttodo01,1977,1,LAN,NL,14,8,33,33,9,3,0,721,207,85,23,69,150,0.233,3.18,2,5,3,1,979,0,93,12,7,13 +suttojo01,1977,1,SLN,NL,2,1,14,0,0,0,0,73,28,7,1,9,9,0.315,2.59,1,1,0,0,101,5,10,1,2,7 +swancr01,1977,1,NYN,NL,9,10,26,24,2,1,0,440,153,69,10,56,71,0.268,4.23,3,1,1,2,638,2,76,5,5,10 +sykesbo01,1977,1,DET,AL,5,7,32,20,3,0,0,398,141,65,15,50,58,0.271,4.41,0,3,2,2,585,7,74,8,4,8 +tananfr01,1977,1,CAL,AL,15,9,31,31,20,7,0,724,201,68,19,61,205,0.227,2.54,2,8,12,1,973,0,72,8,7,14 +taylobr01,1977,1,DET,AL,1,0,19,0,0,0,2,88,23,11,2,10,19,0.219,3.38,3,0,1,0,118,12,11,2,0,2 +tekulke01,1977,1,PIT,NL,10,1,72,0,0,0,7,309,89,35,5,33,59,0.236,3.06,6,2,1,1,422,35,41,6,5,8 +terpkje01,1977,1,MON,NL,0,1,13,0,0,0,0,62,28,13,2,15,14,0.346,5.66,1,1,0,0,99,1,13,3,0,2 +theisdu01,1977,1,ATL,NL,1,1,17,0,0,0,0,62,26,15,1,16,7,0.338,6.53,5,0,1,0,102,7,16,4,4,1 +thomaro02,1977,1,HOU,NL,0,0,4,0,0,0,0,19,5,2,0,3,4,0.208,2.84,0,0,0,2,27,1,2,0,0,1 +thomast01,1977,1,SEA,AL,2,6,13,9,1,0,0,175,74,39,8,25,14,0.310,6.02,0,4,3,1,272,2,49,2,3,7 +thomast01,1977,2,NYA,AL,1,0,3,0,0,0,0,19,7,5,0,4,1,0.280,7.11,0,0,0,0,31,2,7,1,1,0 +thormpa01,1977,1,MIN,AL,11,15,37,37,8,1,0,654,236,112,25,65,94,0.280,4.62,1,6,3,0,926,0,122,8,6,27 +throoge01,1977,1,KCA,AL,0,0,4,0,0,0,1,16,1,2,1,4,1,0.059,3.38,0,0,0,0,21,1,2,0,0,0 +tiantlu01,1977,1,BOS,AL,12,8,32,32,3,3,0,566,210,95,26,51,124,0.279,4.53,3,0,2,0,814,0,98,4,5,3 +tidrodi01,1977,1,NYA,AL,11,4,49,7,0,0,5,453,143,53,20,41,83,0.250,3.16,11,2,2,0,624,26,57,3,7,11 +toddja01,1977,1,NYN,NL,3,6,19,10,0,0,0,215,78,38,8,20,39,0.273,4.77,5,2,2,1,312,3,41,4,0,2 +toddji01,1977,1,CHN,NL,1,1,20,0,0,0,0,92,47,31,1,19,17,0.336,9.10,2,2,2,0,161,11,37,0,0,4 +tomlida01,1977,1,SDN,NL,4,4,76,0,0,0,3,305,98,34,3,32,55,0.259,3.01,11,1,2,2,424,22,38,8,4,11 +tomsto01,1977,1,SFN,NL,0,1,4,0,0,0,0,13,7,1,0,2,2,0.333,2.08,0,0,0,0,23,4,5,0,0,1 +torrean01,1977,1,CIN,NL,0,0,5,0,0,0,0,25,7,2,2,8,8,0.233,2.16,1,2,0,0,39,1,2,1,0,1 +torremi01,1977,1,OAK,AL,3,1,4,4,2,0,0,79,23,13,3,11,12,0.242,4.44,0,0,1,0,111,0,14,1,3,2 +torremi01,1977,2,NYA,AL,14,12,31,31,15,2,0,651,212,92,20,75,90,0.259,3.82,1,4,6,0,914,0,99,10,5,23 +torrepa01,1977,1,OAK,AL,4,6,41,10,3,0,2,350,127,34,5,38,51,0.279,2.62,2,3,2,2,507,10,45,8,3,10 +travebi01,1977,1,ML4,AL,4,12,19,19,2,1,0,365,140,71,13,57,49,0.291,5.25,5,11,7,0,558,0,75,7,6,12 +twitcwa01,1977,1,PHI,NL,0,5,12,8,0,0,0,137,50,23,3,25,37,0.287,4.53,1,3,0,0,203,3,27,4,0,2 +twitcwa01,1977,2,MON,NL,6,5,22,22,2,0,0,417,116,65,18,49,93,0.230,4.21,3,4,5,0,573,0,71,9,5,6 +umbarji01,1977,1,OAK,AL,1,5,12,8,1,0,0,132,62,32,3,28,24,0.356,6.55,2,4,4,0,213,1,40,3,3,10 +umbarji01,1977,2,TEX,AL,1,1,3,2,0,0,0,39,14,8,2,4,5,0.275,5.54,0,1,0,0,56,0,8,0,1,1 +underto01,1977,1,PHI,NL,3,2,14,0,0,0,1,100,44,19,2,18,20,0.328,5.13,2,4,0,0,158,5,21,4,2,3 +underto01,1977,2,SLN,NL,6,9,19,17,1,0,0,300,104,55,7,57,66,0.278,4.95,4,3,1,0,443,2,61,7,4,16 +urreajo01,1977,1,SLN,NL,7,6,41,12,2,1,4,419,126,49,13,35,81,0.244,3.16,3,5,0,1,560,15,56,6,2,18 +verhojo01,1977,1,CAL,AL,0,2,3,0,0,0,0,14,4,2,0,4,3,0.222,3.86,1,0,1,0,23,1,3,0,0,0 +verhojo01,1977,2,CHA,AL,0,0,6,0,0,0,0,31,9,3,0,2,6,0.231,2.61,0,0,0,0,42,4,3,1,0,1 +vuckope01,1977,1,TOR,AL,7,7,53,8,3,1,8,444,143,57,13,59,123,0.257,3.47,5,12,5,0,633,35,64,4,8,13 +waitsri01,1977,1,CLE,AL,9,7,37,16,1,0,2,406,132,60,8,64,62,0.262,3.99,7,0,1,0,581,9,67,11,2,21 +walketo02,1977,1,MON,NL,1,1,11,0,0,0,0,57,15,10,2,7,10,0.221,4.74,0,0,0,0,75,3,10,0,0,2 +walketo02,1977,2,CAL,AL,0,0,1,0,0,0,0,6,3,2,2,0,1,0.375,9.00,0,0,0,0,8,0,2,0,0,0 +wallami01,1977,1,TEX,AL,0,0,5,0,0,0,0,25,10,7,1,10,2,0.323,7.56,0,1,0,0,43,0,7,2,0,1 +wallst01,1977,1,LAN,NL,2,3,25,0,0,0,0,96,36,19,3,13,22,0.279,5.34,2,0,1,0,145,9,20,2,0,4 +warthda01,1977,1,MON,NL,2,3,12,6,1,0,0,105,33,31,7,38,26,0.262,7.97,1,2,0,1,172,1,34,7,1,4 +warthda01,1977,2,PHI,NL,0,1,3,0,0,0,0,11,4,0,0,5,1,0.267,0.00,0,1,0,0,21,1,3,1,0,0 +webbha01,1977,1,LAN,NL,0,0,5,0,0,0,0,24,5,2,1,1,2,0.192,2.25,0,0,1,0,29,3,2,1,0,0 +wehrmda01,1977,1,SDN,NL,1,3,30,6,0,0,0,209,81,47,8,44,32,0.293,6.07,4,2,3,1,329,3,53,3,3,3 +wheelga01,1977,1,SEA,AL,6,9,17,17,2,0,0,265,94,48,16,26,47,0.268,4.89,0,3,2,0,382,0,58,2,1,11 +whitsed01,1977,1,PIT,NL,1,0,5,2,0,0,0,47,11,6,0,9,10,0.204,3.45,1,0,0,0,66,1,6,1,2,1 +wilcomi01,1977,1,DET,AL,6,2,20,13,1,0,0,319,96,43,13,37,82,0.241,3.64,1,1,1,1,441,4,46,2,2,9 +wilesra01,1977,1,CHA,AL,1,1,5,0,0,0,0,8,5,3,1,3,0,0.417,10.13,1,0,0,0,16,4,3,1,0,0 +willich01,1977,1,SFN,NL,6,5,55,8,1,0,0,358,116,53,9,60,41,0.262,4.00,16,3,3,0,512,10,62,3,3,15 +willimi01,1977,1,TOR,AL,2,6,43,3,0,0,5,322,105,47,15,38,59,0.260,3.94,6,2,0,0,451,28,48,5,4,9 +willoji01,1977,1,BOS,AL,6,2,31,0,0,0,2,164,54,30,5,18,33,0.258,4.94,3,2,2,0,234,16,32,3,2,4 +wiseri01,1977,1,BOS,AL,11,5,26,20,4,2,0,385,151,68,19,28,85,0.292,4.77,1,1,4,1,555,2,68,3,1,7 +woodwi01,1977,1,CHA,AL,7,8,24,18,5,1,0,368,139,68,10,50,42,0.293,4.99,0,0,10,0,548,2,75,11,3,11 +zachrpa01,1977,1,CIN,NL,3,7,12,12,3,0,0,225,78,42,7,29,36,0.273,5.04,1,0,1,0,321,0,45,1,4,10 +zachrpa01,1977,2,NYN,NL,7,6,19,19,2,1,0,359,129,50,14,48,63,0.279,3.76,4,0,3,1,524,0,59,6,3,9 +zahnge01,1977,1,MIN,AL,12,14,34,32,7,1,0,594,234,103,20,66,88,0.299,4.68,4,5,5,0,870,0,116,10,7,28 +aasedo01,1978,1,CAL,AL,11,8,29,29,6,1,0,536,185,80,14,80,93,0.270,4.03,4,3,2,0,773,0,88,5,1,12 +abbotgl01,1978,1,SEA,AL,7,15,29,28,8,1,0,466,191,91,22,44,67,0.303,5.27,5,1,2,0,689,0,99,9,3,11 +alexado01,1978,1,TEX,AL,9,10,31,28,7,1,0,573,198,82,18,71,81,0.270,3.86,1,4,1,0,822,3,84,10,8,11 +andujjo01,1978,1,HOU,NL,5,7,35,13,2,0,1,332,88,42,3,58,55,0.224,3.42,6,3,4,5,470,11,45,11,5,10 +arroyfe01,1978,1,DET,AL,0,0,2,0,0,0,0,13,8,4,1,0,1,0.400,8.31,0,0,1,0,21,1,4,0,0,0 +atkinbi01,1978,1,MON,NL,2,2,29,0,0,0,3,136,45,22,5,28,32,0.268,4.37,4,0,1,0,204,14,23,4,3,2 +augusje01,1978,1,ML4,AL,13,12,35,30,9,2,0,565,204,95,14,61,59,0.280,4.54,2,2,4,2,810,2,100,8,9,23 +bahnsst01,1978,1,MON,NL,1,5,44,1,0,0,7,225,74,32,9,31,44,0.261,3.84,2,2,0,0,317,22,35,2,1,4 +bairdo01,1978,1,CIN,NL,7,6,70,0,0,0,28,301,87,22,6,38,91,0.236,1.97,3,1,0,0,416,56,23,6,3,11 +bakerst01,1978,1,DET,AL,2,4,15,10,0,0,0,190,66,32,6,42,39,0.276,4.55,0,6,0,0,289,1,37,4,4,9 +bannifl01,1978,1,HOU,NL,3,9,28,16,2,2,0,331,120,59,13,63,94,0.280,4.81,4,7,1,2,502,3,59,7,3,9 +barkele01,1978,1,TEX,AL,1,5,29,0,0,0,4,157,63,28,6,29,33,0.304,4.82,2,6,2,0,243,15,31,5,0,8 +barlomi01,1978,1,CAL,AL,0,0,1,0,0,0,0,6,3,1,0,0,1,0.375,4.50,0,0,0,0,8,1,1,0,0,1 +barrifr01,1978,1,CHA,AL,9,15,33,32,9,2,0,587,180,88,13,85,79,0.247,4.05,2,3,7,1,843,1,93,11,9,8 +barrji01,1978,1,SFN,NL,8,11,32,25,5,2,1,489,180,64,7,35,44,0.281,3.53,6,0,0,2,690,2,69,8,7,12 +baumgro01,1978,1,CHA,AL,2,2,7,4,1,1,0,69,29,15,3,9,15,0.315,5.87,0,1,1,0,106,2,15,2,2,0 +beattji01,1978,1,NYA,AL,6,9,25,22,0,0,0,384,123,53,8,51,65,0.255,3.73,2,8,8,1,553,3,60,9,3,10 +berenju01,1978,1,NYN,NL,0,2,5,3,0,0,0,39,17,12,1,11,8,0.327,8.31,0,0,1,0,65,1,12,0,1,1 +bernadw01,1978,1,NYN,NL,1,4,30,1,0,0,0,144,54,23,4,27,26,0.297,4.31,3,2,0,0,213,10,25,3,1,8 +bibbyji01,1978,1,PIT,NL,8,7,34,14,3,2,1,321,100,42,10,39,72,0.246,3.53,7,5,2,0,460,10,52,11,1,4 +billija01,1978,1,DET,AL,15,8,30,30,10,4,0,605,218,87,16,65,59,0.284,3.88,2,6,8,0,857,0,95,4,12,27 +birddo01,1978,1,KCA,AL,6,6,40,6,0,0,1,296,110,58,8,31,48,0.284,5.29,5,9,2,2,434,13,63,8,6,5 +bluevi01,1978,1,SFN,NL,18,10,35,35,9,4,0,774,233,80,12,70,171,0.246,2.79,4,5,0,0,1042,0,87,16,8,19 +blylebe01,1978,1,PIT,NL,14,10,34,34,11,4,0,731,217,82,17,66,182,0.235,3.03,5,6,6,2,1011,0,94,13,2,16 +boggsto01,1978,1,ATL,NL,2,8,16,12,1,1,0,177,80,44,8,26,21,0.323,6.71,3,3,1,1,283,2,46,6,2,7 +boitada01,1978,1,PHI,NL,0,0,1,0,0,0,0,3,0,0,0,1,0,0.000,0.00,0,0,0,0,4,0,0,0,0,0 +bombama01,1978,1,ML4,AL,0,0,2,1,0,0,0,5,5,3,1,1,1,0.500,16.20,0,0,0,0,11,0,3,0,0,0 +bonhabi01,1978,1,CIN,NL,11,5,23,23,1,0,0,421,151,55,9,50,83,0.276,3.53,8,8,1,2,610,0,59,8,3,6 +borbope01,1978,1,CIN,NL,8,2,62,0,0,0,4,298,102,55,6,27,35,0.274,4.98,8,2,3,2,418,22,56,10,6,6 +boutoji01,1978,1,ATL,NL,1,3,5,5,0,0,0,87,25,16,4,21,10,0.234,4.97,1,0,0,0,129,0,18,0,1,3 +brettke01,1978,1,CAL,AL,3,5,31,10,1,1,1,300,100,55,12,42,43,0.262,4.95,5,1,1,2,428,7,60,1,2,10 +brilene01,1978,1,BAL,AL,4,4,16,8,1,0,0,163,58,28,6,21,30,0.279,4.64,2,2,2,0,236,4,31,1,4,3 +brobepe01,1978,1,OAK,AL,10,12,35,26,2,0,0,497,174,85,16,65,94,0.269,4.62,5,1,3,0,730,4,101,9,6,13 +brownto04,1978,1,SEA,AL,0,0,6,0,0,0,0,39,14,6,2,4,8,0.286,4.15,0,0,0,0,53,2,6,0,0,3 +bruhemi01,1978,1,NYN,NL,4,11,27,22,1,1,0,401,171,71,6,34,56,0.317,4.78,5,10,1,2,585,1,83,8,3,14 +brunoto01,1978,1,SLN,NL,4,3,18,3,0,0,1,149,38,11,3,17,33,0.209,1.99,1,0,0,1,201,8,12,1,1,4 +brusswa01,1978,1,PHI,NL,6,3,58,0,0,0,0,266,74,23,0,30,60,0.239,2.33,7,1,3,2,348,17,25,3,2,16 +burgmto01,1978,1,BOS,AL,2,1,35,1,0,0,4,184,74,30,7,23,24,0.302,4.40,1,0,3,0,276,13,33,4,1,6 +burkest01,1978,1,SEA,AL,0,1,18,0,0,0,0,147,46,19,2,24,16,0.258,3.49,0,1,1,0,207,9,22,2,2,8 +burnsbr01,1978,1,CHA,AL,0,2,2,2,0,0,0,23,14,11,2,3,3,0.378,12.91,0,0,0,0,41,0,12,1,0,0 +burnssh01,1978,1,DET,AL,0,0,2,0,0,0,0,12,4,4,0,2,3,0.250,9.00,0,0,0,0,18,1,4,0,0,0 +burrira01,1978,1,CHN,NL,7,13,40,32,4,1,1,597,210,105,15,79,94,0.274,4.75,11,6,10,3,870,3,112,7,7,18 +busbyst01,1978,1,KCA,AL,1,0,7,5,0,0,0,64,24,18,2,15,10,0.282,7.59,1,0,2,1,104,1,18,2,0,0 +busketo01,1978,1,TOR,AL,0,1,8,0,0,0,0,40,14,5,1,5,7,0.275,3.38,4,0,0,0,59,6,5,3,0,1 +caldwmi01,1978,1,ML4,AL,22,9,37,34,23,6,1,880,258,77,14,54,131,0.234,2.36,3,8,7,1,1176,1,90,7,6,25 +campbbi02,1978,1,BOS,AL,7,5,29,0,0,0,4,152,62,22,3,17,47,0.308,3.91,3,1,0,1,226,20,25,8,0,2 +campbda02,1978,1,ATL,NL,4,4,53,0,0,0,1,208,67,37,10,49,45,0.258,4.80,12,2,5,2,322,35,39,6,2,2 +campri01,1978,1,ATL,NL,2,4,42,4,0,0,0,223,99,31,5,32,23,0.329,3.75,10,1,3,1,344,9,42,6,2,9 +candejo01,1978,1,PIT,NL,12,11,30,29,3,1,1,567,191,68,15,49,94,0.261,3.24,6,3,5,3,796,1,73,8,2,18 +caneijo01,1978,1,CAL,AL,0,0,2,2,0,0,0,23,8,6,2,3,0,0.286,7.04,0,0,0,0,32,0,6,0,1,2 +capildo01,1978,1,CIN,NL,0,1,6,3,0,0,0,33,14,12,1,11,9,0.318,9.82,0,0,0,0,57,0,12,0,2,1 +carltst01,1978,1,PHI,NL,16,13,34,34,12,3,0,742,228,78,30,63,161,0.247,2.84,7,3,3,7,1006,0,91,10,5,18 +carrocl02,1978,1,PIT,NL,0,0,2,0,0,0,0,12,2,1,0,3,0,0.143,2.25,0,0,0,0,17,0,1,0,0,0 +castibo01,1978,1,LAN,NL,0,4,18,0,0,0,1,102,28,15,2,33,30,0.239,3.97,7,0,0,1,160,7,19,7,3,0 +castrbi01,1978,1,ML4,AL,5,4,42,0,0,0,8,149,43,10,2,14,17,0.234,1.81,5,3,6,0,211,35,14,5,2,4 +chrisla01,1978,1,PHI,NL,13,14,33,33,9,3,0,684,209,82,16,47,131,0.244,3.24,7,6,1,7,925,0,90,15,5,16 +clancji01,1978,1,TOR,AL,10,12,31,30,7,0,0,581,199,88,10,91,106,0.270,4.09,1,10,1,0,846,0,96,8,10,22 +clayke01,1978,1,NYA,AL,3,4,28,6,0,0,0,227,89,36,3,21,32,0.291,4.28,3,4,2,0,336,13,41,5,2,7 +clevere01,1978,1,BOS,AL,0,1,1,0,0,0,0,1,1,0,0,0,0,0.333,0.00,0,0,0,0,3,0,1,0,0,0 +clevere01,1978,2,TEX,AL,5,7,53,0,0,0,12,227,65,26,5,23,46,0.236,3.09,6,1,3,1,315,41,33,7,6,1 +clydeda01,1978,1,CLE,AL,8,11,28,25,5,0,0,460,166,73,4,60,83,0.280,4.28,3,11,3,1,670,1,80,7,8,15 +colboji01,1978,1,KCA,AL,1,2,8,3,0,0,0,85,31,15,4,12,8,0.282,4.76,1,0,2,0,128,1,18,4,0,3 +colboji01,1978,2,SEA,AL,3,10,20,19,3,0,0,343,125,68,21,38,26,0.279,5.35,1,2,6,1,502,0,77,6,4,13 +colemjo05,1978,1,OAK,AL,3,0,10,0,0,0,0,59,12,3,1,5,4,0.185,1.37,0,0,0,0,72,6,3,1,1,2 +colemjo05,1978,2,TOR,AL,2,0,31,0,0,0,0,182,67,31,6,30,28,0.288,4.60,3,5,1,0,272,20,34,3,4,4 +comerst01,1978,1,TEX,AL,11,5,30,11,3,2,1,352,107,30,5,37,65,0.249,2.30,3,2,1,0,479,14,36,9,2,9 +conroti01,1978,1,OAK,AL,0,0,2,2,0,0,0,14,3,4,0,9,0,0.188,7.71,0,1,1,0,28,0,6,1,1,0 +cornema01,1978,1,NYN,NL,4,2,25,0,0,0,3,110,37,10,1,14,17,0.285,2.45,5,1,3,1,155,10,12,4,4,4 +cornute01,1978,1,SFN,NL,0,0,1,0,0,0,0,9,1,0,0,0,0,0.100,0.00,0,0,0,0,10,0,0,0,0,0 +crawfji01,1978,1,DET,AL,2,3,20,0,0,0,0,118,45,19,3,19,24,0.292,4.35,3,7,2,0,180,10,24,2,3,4 +cruzvi01,1978,1,TOR,AL,7,3,32,0,0,0,9,142,28,9,0,35,51,0.179,1.71,4,3,1,0,199,23,10,5,2,4 +curtijo01,1978,1,SFN,NL,4,3,46,0,0,0,1,189,60,26,1,29,38,0.262,3.71,8,6,0,0,270,22,31,5,7,5 +dacqujo01,1978,1,SDN,NL,4,3,45,3,0,0,10,279,60,22,2,56,104,0.185,2.13,2,5,1,1,390,24,24,7,2,7 +darwida01,1978,1,TEX,AL,1,0,3,1,0,0,0,26,11,4,0,1,8,0.324,4.15,0,0,0,0,36,2,4,0,1,2 +daveymi01,1978,1,ATL,NL,0,0,3,0,0,0,0,8,1,0,0,1,0,0.125,0.00,0,0,0,0,9,0,0,0,0,1 +davisro02,1978,1,NYA,AL,0,0,4,0,0,0,0,7,3,3,0,3,0,0.333,11.57,0,0,0,0,12,2,4,0,0,1 +dennyjo01,1978,1,SLN,NL,14,11,33,33,11,2,0,702,200,77,13,74,103,0.238,2.96,4,8,6,4,936,0,81,9,7,34 +devinad01,1978,1,ATL,NL,5,4,31,6,0,0,3,196,84,43,3,25,26,0.323,5.92,5,2,0,2,294,11,45,7,2,8 +dixonto01,1978,1,HOU,NL,7,11,30,19,3,2,1,420,140,62,8,40,66,0.265,3.99,3,0,1,2,592,4,70,11,11,6 +dragodi01,1978,1,BOS,AL,4,4,37,1,0,0,7,232,71,26,5,32,42,0.246,3.03,5,2,4,0,333,24,30,6,2,5 +dressro01,1978,1,SLN,NL,0,1,3,2,0,0,0,39,12,3,0,4,4,0.267,2.08,1,0,0,0,49,0,3,0,0,3 +duesha01,1978,1,MON,NL,5,6,25,12,1,0,1,297,85,26,5,42,36,0.240,2.36,4,4,4,2,407,5,29,5,2,13 +dumouda01,1978,1,CIN,NL,1,0,3,0,0,0,0,15,7,1,0,3,2,0.368,1.80,1,1,1,0,23,1,1,0,0,1 +easteja01,1978,1,ATL,NL,3,6,37,6,0,0,1,234,91,49,9,45,42,0.299,5.65,6,7,2,0,355,8,52,2,2,10 +eastwra01,1978,1,NYA,AL,2,1,8,0,0,0,0,74,22,9,2,4,13,0.232,3.28,0,0,1,0,101,2,9,1,0,0 +eastwra01,1978,2,PHI,NL,2,1,22,0,0,0,0,121,31,18,5,18,14,0.209,4.02,2,0,0,0,170,10,21,2,2,3 +eckerde01,1978,1,BOS,AL,20,8,35,35,16,3,0,805,258,89,30,71,162,0.251,2.99,8,3,7,0,1121,0,99,7,8,19 +eicheju01,1978,1,SDN,NL,0,0,3,0,0,0,0,10,4,4,0,2,2,0.267,10.80,0,0,0,1,17,1,4,0,0,0 +ellisdo01,1978,1,TEX,AL,9,7,22,22,3,0,0,424,131,66,15,46,45,0.245,4.20,0,3,2,0,592,0,81,6,3,12 +erickro01,1978,1,MIN,AL,14,13,37,37,14,0,0,797,268,117,19,79,121,0.263,3.96,1,8,8,3,1120,0,129,7,7,20 +espinni01,1978,1,NYN,NL,11,15,32,32,6,1,0,611,230,107,24,75,76,0.292,4.73,10,0,3,3,888,0,117,13,8,17 +falcope01,1978,1,SLN,NL,2,7,19,14,0,0,0,225,94,48,9,48,28,0.319,5.76,2,8,2,0,352,2,52,4,3,10 +farmeed01,1978,1,ML4,AL,1,0,3,0,0,0,1,33,7,1,1,4,6,0.175,0.82,0,0,0,0,45,2,1,1,0,1 +fidryma01,1978,1,DET,AL,2,0,3,3,2,0,0,66,17,6,1,5,10,0.213,2.45,0,0,0,0,85,0,6,0,0,4 +figueed01,1978,1,NYA,AL,20,9,35,35,12,2,0,759,233,84,22,77,92,0.248,2.99,4,6,3,1,1038,0,96,13,6,21 +fingero01,1978,1,SDN,NL,6,13,67,0,0,0,37,322,84,30,4,29,72,0.212,2.52,12,2,1,0,434,62,33,4,3,6 +fitzmal01,1978,1,CLE,AL,0,1,7,0,0,0,0,43,19,10,3,7,5,0.333,6.28,2,2,1,0,65,4,10,0,0,1 +fitzmal01,1978,2,CAL,AL,1,0,9,2,0,0,0,95,26,6,2,14,8,0.236,1.71,3,0,0,0,128,6,9,2,2,5 +flanami01,1978,1,BAL,AL,19,15,40,40,17,2,0,844,271,126,22,87,167,0.257,4.03,2,8,3,1,1160,0,128,10,5,30 +flinnjo01,1978,1,BAL,AL,1,1,13,0,0,0,0,47,24,14,3,13,8,0.348,8.04,3,0,0,0,84,5,18,1,1,3 +fordda02,1978,1,BAL,AL,1,0,2,1,0,0,0,45,10,0,0,2,5,0.196,0.00,0,0,0,0,53,1,0,0,0,2 +forscbo01,1978,1,SLN,NL,11,17,34,34,7,3,0,701,205,96,15,97,114,0.238,3.70,9,8,5,3,981,0,110,9,8,22 +forscke01,1978,1,HOU,NL,10,6,52,6,4,2,7,400,136,40,2,37,71,0.268,2.70,13,2,1,0,563,28,44,11,6,8 +forstte01,1978,1,LAN,NL,5,4,47,0,0,0,22,196,56,14,2,23,46,0.233,1.93,4,2,0,1,266,40,19,3,0,8 +foucast01,1978,1,DET,AL,2,4,24,0,0,0,4,112,48,13,1,21,18,0.324,3.13,4,1,1,1,177,15,18,4,3,2 +foucast01,1978,2,KCA,AL,0,0,3,0,0,0,0,7,5,1,0,1,0,0.417,3.86,1,0,0,0,13,2,1,0,0,0 +frazige01,1978,1,SLN,NL,0,3,14,0,0,0,0,66,22,10,2,6,8,0.250,4.09,2,1,0,0,96,3,14,0,2,1 +freisda01,1978,1,SDN,NL,0,3,12,4,0,0,0,80,41,18,3,15,16,0.363,6.08,3,2,0,0,131,2,22,0,3,2 +freisda01,1978,2,CLE,AL,1,4,12,10,0,0,0,133,52,35,4,31,19,0.299,7.11,1,4,2,0,212,0,37,2,3,1 +frostda01,1978,1,CAL,AL,5,4,11,10,2,1,0,241,71,23,6,24,30,0.240,2.58,3,3,2,0,330,0,24,5,3,6 +frymawo01,1978,1,CHN,NL,2,4,13,9,0,0,0,167,64,32,6,37,28,0.309,5.17,5,3,0,2,255,0,37,7,4,11 +frymawo01,1978,2,MON,NL,5,7,19,17,4,3,1,284,93,38,4,37,53,0.260,3.61,1,2,3,0,402,2,39,4,0,7 +galeri01,1978,1,KCA,AL,14,8,31,30,9,3,0,577,171,66,10,100,88,0.244,3.09,3,5,3,0,821,0,78,12,4,22 +garbege01,1978,1,PHI,NL,2,1,22,0,0,0,3,116,26,6,1,11,24,0.191,1.40,3,0,3,2,152,14,6,2,0,5 +garbege01,1978,2,ATL,NL,4,4,43,0,0,0,22,235,58,22,11,13,61,0.204,2.53,3,3,2,2,302,36,26,3,0,4 +garlawa01,1978,1,CLE,AL,2,3,6,6,0,0,0,89,43,26,6,16,13,0.347,7.89,1,1,1,0,144,0,27,2,1,3 +garmami01,1978,1,LAN,NL,0,1,10,0,0,0,0,49,15,8,3,3,5,0.259,4.41,0,0,0,2,63,6,8,2,0,2 +garmami01,1978,2,MON,NL,4,6,47,0,0,0,13,184,54,30,5,31,23,0.238,4.40,8,2,0,0,263,29,32,3,2,5 +garvije01,1978,1,TOR,AL,4,12,26,22,3,0,0,434,189,89,20,48,67,0.318,5.54,4,0,4,0,656,2,92,8,3,12 +geiseda01,1978,1,CHN,NL,1,0,18,1,0,0,0,70,27,11,0,11,15,0.278,4.24,4,1,0,0,109,4,12,1,0,0 +glynned01,1978,1,DET,AL,0,0,10,0,0,0,0,44,11,5,3,4,9,0.208,3.07,0,0,0,0,60,6,5,2,1,0 +goltzda01,1978,1,MIN,AL,15,10,29,29,13,2,0,661,209,61,12,67,116,0.253,2.49,1,4,1,1,913,0,72,10,8,17 +gossari01,1978,1,NYA,AL,10,11,63,0,0,0,27,403,87,30,9,59,122,0.187,2.01,8,5,2,0,543,55,41,9,8,8 +griffto02,1978,1,CAL,AL,3,4,24,4,0,0,0,168,63,25,8,31,35,0.279,4.02,2,2,1,0,269,9,39,8,3,2 +grimsro02,1978,1,MON,NL,20,11,36,36,19,3,0,789,237,89,17,67,84,0.243,3.05,6,4,2,2,1068,0,103,16,8,26 +guidrro01,1978,1,NYA,AL,25,3,35,35,16,9,0,821,187,53,13,72,248,0.193,1.74,1,7,1,1,1057,0,61,13,2,15 +gulledo01,1978,1,NYA,AL,4,2,8,8,2,0,0,134,46,18,3,20,28,0.269,3.63,1,1,1,0,194,0,19,1,1,4 +gurala01,1978,1,KCA,AL,16,4,35,26,8,2,0,665,183,67,13,60,81,0.229,2.72,3,1,4,1,890,1,73,18,9,16 +haasmo01,1978,1,ML4,AL,2,3,7,6,2,0,1,92,33,21,6,8,32,0.273,6.16,0,1,0,1,131,1,22,1,1,0 +haliced01,1978,1,SFN,NL,9,10,29,28,9,4,1,597,166,63,11,45,105,0.221,2.85,9,1,7,3,819,1,74,12,3,6 +hamilda01,1978,1,SLN,NL,0,0,13,0,0,0,0,42,16,10,5,6,8,0.296,6.43,0,0,0,0,62,4,13,2,0,0 +hamilda01,1978,2,PIT,NL,0,2,16,0,0,0,1,79,23,10,2,12,15,0.221,3.42,2,1,0,0,118,4,16,2,0,0 +hannage01,1978,1,LAN,NL,0,0,1,0,0,0,0,6,3,2,0,0,5,0.333,9.00,0,2,0,0,9,0,2,0,0,0 +hannapr01,1978,1,ATL,NL,7,13,29,28,0,0,0,421,132,80,10,93,90,0.251,5.13,5,11,3,2,637,1,89,8,7,6 +harlola01,1978,1,BAL,AL,0,0,1,0,0,0,0,2,2,5,1,4,1,0.500,67.50,0,1,0,0,8,0,5,0,0,0 +harriro01,1978,1,MIN,AL,0,1,9,0,0,0,0,36,18,10,0,11,7,0.346,7.50,0,1,0,0,64,5,10,0,1,0 +hartzpa01,1978,1,CAL,AL,6,10,54,12,5,0,6,471,168,60,8,41,55,0.278,3.44,9,5,5,1,659,28,67,6,2,20 +hasslan01,1978,1,KCA,AL,1,4,11,9,1,0,0,175,76,28,1,24,26,0.315,4.32,0,3,2,1,270,1,36,2,2,6 +hasslan01,1978,2,BOS,AL,2,1,13,2,0,0,1,90,38,10,0,13,23,0.302,3.00,2,1,0,0,139,4,13,0,0,2 +hausmto01,1978,1,NYN,NL,3,3,10,10,0,0,0,155,58,27,6,9,16,0.287,4.70,1,0,1,2,216,0,28,2,2,5 +heaveda01,1978,1,OAK,AL,3,6,69,0,0,0,10,390,141,47,11,41,71,0.281,3.25,9,1,3,1,566,40,56,11,9,15 +hendrel01,1978,1,BAL,AL,0,0,1,0,0,0,0,7,1,0,0,1,0,0.125,0.00,0,0,0,0,9,0,0,0,0,0 +hernawi01,1978,1,CHN,NL,8,2,54,0,0,0,3,179,57,25,6,35,38,0.263,3.77,7,3,1,0,264,21,26,8,3,5 +hillejo01,1978,1,DET,AL,9,4,51,0,0,0,15,277,64,24,6,35,74,0.202,2.34,4,3,0,0,363,46,27,5,6,6 +hintori01,1978,1,CHA,AL,2,6,29,4,2,0,1,242,78,36,5,28,48,0.261,4.02,2,1,2,0,336,12,38,5,2,3 +holdsfr01,1978,1,MON,NL,0,0,6,0,0,0,0,26,16,7,3,8,3,0.381,7.27,3,0,0,0,50,2,10,0,0,0 +hollyje01,1978,1,MIN,AL,1,1,15,1,0,0,0,106,28,14,1,18,12,0.222,3.57,3,3,0,1,150,6,15,3,3,2 +holtzke01,1978,1,NYA,AL,1,0,5,3,0,0,0,53,21,8,2,9,3,0.313,4.08,0,0,0,0,78,1,8,2,0,3 +holtzke01,1978,2,CHN,NL,0,3,23,6,0,0,2,159,61,36,10,35,36,0.286,6.11,3,3,1,0,250,9,40,0,1,4 +honeyri01,1978,1,SEA,AL,5,11,26,24,4,1,0,403,150,73,12,49,50,0.285,4.89,5,3,3,0,594,0,81,9,7,15 +hooddo01,1978,1,CLE,AL,5,6,36,19,1,0,0,464,166,77,13,77,73,0.278,4.48,5,10,1,0,689,4,82,5,8,12 +hootobu01,1978,1,LAN,NL,19,10,32,32,10,3,0,708,196,71,17,61,104,0.226,2.71,4,3,0,0,942,0,74,9,4,13 +houghch01,1978,1,LAN,NL,5,5,55,0,0,0,7,280,69,34,6,48,66,0.205,3.28,4,6,5,0,390,31,38,0,0,8 +houseto01,1978,1,SEA,AL,5,4,34,9,3,0,0,348,130,60,10,35,29,0.289,4.66,2,2,5,1,506,11,70,5,11,7 +hraboal01,1978,1,KCA,AL,8,7,58,0,0,0,20,225,52,24,6,35,60,0.199,2.88,2,2,1,1,308,47,24,5,7,1 +humeto01,1978,1,CIN,NL,8,11,42,23,3,0,1,522,198,80,12,50,90,0.289,4.14,9,6,4,1,750,8,89,7,5,12 +hunteca01,1978,1,NYA,AL,12,6,21,20,5,1,0,354,98,47,16,35,56,0.226,3.58,0,2,1,0,477,1,49,4,4,7 +jacksda01,1978,1,MIN,AL,4,6,19,15,1,1,0,277,89,46,9,48,54,0.256,4.48,1,3,2,4,404,1,53,3,4,4 +jacksgr01,1978,1,PIT,NL,7,5,60,0,0,0,5,232,89,28,5,32,45,0.298,3.26,9,2,1,1,346,25,32,9,5,5 +jacksro03,1978,1,NYN,NL,0,0,4,2,0,0,0,38,21,13,2,6,6,0.429,9.24,0,0,2,0,61,0,13,3,1,2 +jamesbo01,1978,1,MON,NL,0,1,4,1,0,0,0,12,4,4,1,4,3,0.267,9.00,0,1,0,0,19,2,4,0,0,1 +jeffeje01,1978,1,TOR,AL,7,16,31,30,9,2,0,635,214,103,28,86,97,0.267,4.38,5,4,3,1,907,1,109,9,6,16 +jenkife01,1978,1,TEX,AL,18,8,34,30,16,4,0,747,228,84,21,41,157,0.245,3.04,2,2,3,1,990,3,92,10,6,16 +johnsda03,1978,1,MIN,AL,0,2,6,1,0,0,0,36,15,10,1,9,7,0.313,7.50,0,3,0,0,58,4,11,1,0,3 +johnsjo04,1978,1,OAK,AL,11,10,33,30,7,2,0,558,164,70,18,82,91,0.238,3.39,6,5,0,0,789,1,81,13,5,9 +johnsto02,1978,1,MIN,AL,1,4,18,0,0,0,3,98,42,20,2,17,21,0.321,5.51,4,2,2,1,155,14,22,2,2,1 +johnto01,1978,1,LAN,NL,17,10,33,30,7,0,1,639,230,78,11,53,124,0.271,3.30,7,6,5,1,912,3,95,4,2,26 +jonesod01,1978,1,PIT,NL,2,0,3,1,0,0,0,27,7,2,0,4,10,0.206,2.00,0,0,0,0,38,1,3,0,0,0 +jonesra01,1978,1,SDN,NL,13,14,37,36,7,2,0,759,263,81,6,64,71,0.272,2.88,20,4,0,2,1058,0,104,17,9,36 +jonesri01,1978,1,SEA,AL,0,2,3,2,0,0,0,37,17,8,1,7,11,0.315,5.84,0,0,0,0,61,1,8,0,0,0 +kaatji01,1978,1,PHI,NL,8,5,26,24,2,1,0,421,150,64,9,32,48,0.280,4.10,6,5,5,0,586,0,67,6,7,17 +kammebo01,1978,1,NYA,AL,0,0,7,0,0,0,0,65,24,14,1,6,11,0.276,5.82,0,0,2,0,98,6,15,0,3,1 +keougma02,1978,1,OAK,AL,8,15,32,32,6,0,0,592,178,71,9,85,108,0.241,3.24,2,12,4,3,837,0,90,7,3,16 +kernji01,1978,1,CLE,AL,10,10,58,0,0,0,13,298,77,34,4,58,95,0.224,3.08,7,5,3,0,423,43,36,15,4,6 +kerrijo01,1978,1,BAL,AL,3,1,26,2,0,0,3,215,75,38,10,36,41,0.273,4.77,5,4,2,0,319,16,44,6,0,9 +kinnede01,1978,1,CLE,AL,0,2,18,0,0,0,5,116,37,19,3,14,19,0.259,4.42,1,1,1,0,164,12,21,4,2,4 +kinnede01,1978,2,SDN,NL,0,1,7,0,0,0,0,21,6,5,3,4,2,0.222,6.43,0,0,0,0,31,4,5,0,0,0 +kirkwdo01,1978,1,TOR,AL,4,5,16,9,3,0,0,204,76,32,6,25,29,0.289,4.24,1,3,0,0,293,2,36,3,2,7 +kisonbr01,1978,1,PIT,NL,6,6,28,11,0,0,0,288,81,34,3,39,62,0.229,3.19,0,4,5,1,407,4,40,5,4,10 +knappch01,1978,1,CAL,AL,14,8,30,29,6,0,0,565,178,88,25,67,126,0.250,4.21,6,3,2,0,797,1,94,9,8,8 +kneppbo01,1978,1,SFN,NL,17,11,36,35,16,6,0,780,218,76,10,85,147,0.229,2.63,11,6,4,0,1062,1,85,11,9,19 +knowlda01,1978,1,MON,NL,3,3,60,0,0,0,6,216,63,19,5,30,34,0.250,2.38,3,0,0,0,294,27,20,6,6,4 +kobelke01,1978,1,NYN,NL,5,6,32,11,1,0,0,325,95,35,9,30,51,0.239,2.91,9,1,2,0,442,12,42,6,6,12 +koosmje01,1978,1,NYN,NL,3,15,38,32,3,0,2,706,221,98,17,84,160,0.255,3.75,11,5,8,1,986,6,110,17,11,19 +kraveke01,1978,1,CHA,AL,11,16,30,30,7,2,0,609,188,92,22,95,154,0.245,4.08,1,7,10,1,890,0,104,14,4,11 +kreugri01,1978,1,CLE,AL,0,0,6,0,0,0,0,28,6,4,1,3,7,0.194,3.86,0,1,0,0,38,2,4,1,3,0 +krukomi01,1978,1,CHN,NL,9,3,27,20,3,1,0,415,125,60,11,53,81,0.243,3.90,4,1,5,0,582,3,62,6,4,11 +kucekja01,1978,1,CHA,AL,2,3,10,5,3,0,1,156,42,19,5,27,30,0.221,3.29,2,1,0,0,223,2,23,4,1,1 +laceybo01,1978,1,OAK,AL,8,9,74,0,0,0,5,359,126,40,10,35,60,0.270,3.01,13,3,1,0,515,25,52,9,4,11 +lacorfr01,1978,1,ATL,NL,0,1,2,2,0,0,0,44,9,6,0,4,7,0.180,3.68,1,1,0,0,56,0,6,1,1,1 +lacosmi01,1978,1,CIN,NL,4,8,16,15,2,1,0,288,104,48,5,46,31,0.288,4.50,9,2,1,1,420,0,56,6,6,12 +lagrole01,1978,1,CHA,AL,6,5,52,0,0,0,16,264,85,43,9,38,41,0.260,4.40,0,1,3,0,374,41,47,3,3,11 +lampde01,1978,1,CHN,NL,7,15,37,36,6,3,0,671,221,82,16,56,73,0.259,3.30,8,2,4,2,928,0,96,10,3,20 +langfri01,1978,1,OAK,AL,7,13,37,24,4,2,0,527,169,67,15,56,92,0.253,3.43,8,2,3,0,741,5,77,7,7,11 +larocda01,1978,1,CAL,AL,10,9,59,0,0,0,25,287,73,30,7,48,70,0.215,2.82,11,0,2,0,403,46,35,12,2,7 +larosjo01,1978,1,BOS,AL,0,0,1,0,0,0,0,6,3,5,1,3,0,0.375,22.50,1,0,0,0,11,0,5,0,0,1 +larsoda01,1978,1,PHI,NL,0,0,1,0,0,0,0,3,1,1,1,1,2,0.250,9.00,0,0,0,0,5,1,1,0,0,0 +lavelga01,1978,1,SFN,NL,13,10,67,0,0,0,14,293,96,36,3,44,63,0.263,3.32,11,2,2,1,424,39,41,8,5,5 +leebi03,1978,1,BOS,AL,10,10,28,24,8,1,0,531,198,68,20,59,44,0.286,3.46,2,0,2,0,768,3,89,6,7,23 +leema01,1978,1,SDN,NL,5,1,56,0,0,0,2,255,74,31,2,36,31,0.240,3.28,13,3,2,4,357,21,34,8,3,7 +lemanda01,1978,1,TOR,AL,4,14,29,20,3,0,0,410,170,95,16,65,62,0.313,6.26,1,4,3,1,620,5,97,6,2,17 +lemonma01,1978,1,HOU,NL,9,14,33,30,9,1,1,631,204,92,20,66,77,0.259,3.94,5,4,9,3,893,2,100,16,13,13 +leonade01,1978,1,KCA,AL,21,17,40,40,20,4,0,884,283,109,27,78,183,0.254,3.33,7,12,9,0,1218,0,125,11,6,26 +leonma01,1978,1,ATL,NL,0,0,5,0,0,0,0,17,6,4,1,4,1,0.273,6.35,0,0,1,0,29,1,4,1,1,0 +lerchra01,1978,1,PHI,NL,11,8,33,28,5,0,0,552,183,81,15,70,96,0.263,3.96,3,5,1,2,784,3,89,11,7,15 +lewalde01,1978,1,LAN,NL,0,0,1,0,0,0,0,6,2,0,0,0,0,0.250,0.00,0,0,0,0,8,0,0,0,0,0 +lindbpa01,1978,1,TEX,AL,1,1,18,0,0,0,2,119,41,16,2,15,25,0.279,3.63,7,2,2,0,170,9,16,4,2,3 +lindbpa01,1978,2,NYA,AL,0,0,7,1,0,0,0,55,21,9,4,8,9,0.284,4.42,0,1,0,0,84,3,9,2,0,0 +littema01,1978,1,SLN,NL,4,8,72,2,0,0,11,319,80,33,8,59,130,0.213,2.79,16,9,4,1,447,51,38,6,2,6 +lockwsk01,1978,1,NYN,NL,7,13,57,0,0,0,15,272,78,36,10,31,73,0.236,3.57,5,3,0,1,371,40,36,5,5,7 +lolicmi01,1978,1,SDN,NL,2,1,20,2,0,0,1,104,30,6,0,11,13,0.240,1.56,3,2,1,1,140,7,6,3,0,4 +lonboji01,1978,1,PHI,NL,8,10,22,22,1,0,0,341,132,66,16,45,48,0.293,5.23,1,4,2,0,505,0,69,7,0,12 +lopezau01,1978,1,SLN,NL,4,2,25,4,0,0,0,195,52,31,4,32,46,0.218,4.29,2,5,1,0,279,4,35,3,4,1 +lylesp01,1978,1,NYA,AL,9,3,59,0,0,0,9,335,116,43,6,33,33,0.279,3.47,8,1,4,0,470,33,46,9,7,16 +mahlemi01,1978,1,ATL,NL,4,11,34,21,1,0,0,404,130,70,16,66,92,0.255,4.68,6,12,7,3,597,3,82,9,6,6 +marshmi01,1978,1,MIN,AL,10,12,54,0,0,0,21,297,80,27,3,37,56,0.225,2.45,1,2,1,0,404,51,31,10,1,8 +martide01,1978,1,BAL,AL,16,11,40,38,15,2,0,829,257,108,20,93,142,0.250,3.52,4,8,3,0,1140,0,121,8,7,32 +martisi01,1978,1,SLN,NL,9,8,22,22,5,2,0,415,114,56,11,71,45,0.228,3.64,7,3,2,0,586,0,65,5,7,11 +martiti01,1978,1,BAL,AL,3,3,42,0,0,0,5,207,77,37,4,40,57,0.281,4.83,2,6,1,1,318,16,41,2,1,6 +matlajo01,1978,1,TEX,AL,15,13,35,33,18,2,1,810,252,68,14,51,157,0.245,2.27,4,8,4,0,1097,2,93,12,3,14 +mayru01,1978,1,MON,NL,8,10,27,23,4,1,0,432,141,62,15,42,87,0.255,3.88,1,1,6,5,613,1,73,9,4,13 +mccalla01,1978,1,NYA,AL,1,1,5,1,0,0,0,48,20,10,2,6,7,0.323,5.63,0,3,1,1,71,3,10,2,0,4 +mccatst01,1978,1,OAK,AL,0,0,9,0,0,0,0,60,26,10,1,9,10,0.310,4.50,1,1,0,0,97,5,14,0,4,0 +mcclubo01,1978,1,ML4,AL,2,6,44,0,0,0,9,195,53,27,8,30,47,0.224,3.74,4,1,6,1,283,29,30,7,2,2 +mcenawi01,1978,1,PIT,NL,0,0,6,0,0,0,0,26,15,10,3,2,6,0.395,10.38,0,0,1,0,42,3,11,0,1,0 +mcgilra01,1978,1,KCA,AL,0,1,18,0,0,0,0,77,27,12,2,18,12,0.281,4.21,1,0,0,0,120,9,16,4,0,0 +mcgloly01,1978,1,SFN,NL,0,0,5,1,0,0,0,38,15,7,0,4,9,0.313,4.97,0,2,0,0,56,0,9,3,1,0 +mcgloly01,1978,2,CHN,NL,5,3,49,1,0,0,0,240,77,27,7,39,60,0.258,3.04,5,0,0,0,343,14,33,3,1,12 +mcgratu01,1978,1,PHI,NL,8,7,55,1,0,0,9,269,82,32,6,23,63,0.245,3.21,7,1,0,0,363,39,39,4,1,5 +mcgresc01,1978,1,BAL,AL,15,13,35,32,13,4,1,699,217,86,19,47,94,0.248,3.32,3,3,1,3,936,2,98,9,5,19 +mclaubo01,1978,1,HOU,NL,0,1,12,1,0,0,2,70,30,13,2,16,10,0.313,5.01,2,3,2,1,116,5,17,1,1,1 +mclauby01,1978,1,SEA,AL,4,8,20,17,4,0,0,321,97,52,15,39,87,0.238,4.37,0,4,6,1,457,1,58,2,3,4 +mcwilla01,1978,1,ATL,NL,9,3,15,15,3,1,0,298,84,31,11,35,42,0.224,2.81,4,2,2,0,417,0,38,5,0,3 +medicdo01,1978,1,TEX,AL,9,8,28,22,6,2,2,513,166,71,10,52,71,0.255,3.74,2,5,3,0,717,3,78,6,6,19 +mejiasa01,1978,1,MON,NL,0,0,1,0,0,0,0,3,0,0,0,0,0,0.000,0.00,0,2,1,0,4,1,0,0,0,0 +messean01,1978,1,NYA,AL,0,3,6,5,0,0,0,67,24,14,7,15,16,0.267,5.64,0,0,1,0,106,1,21,0,0,3 +metzgbu01,1978,1,NYN,NL,1,3,25,0,0,0,0,112,48,27,4,22,21,0.324,6.51,7,0,1,1,180,11,28,5,4,1 +milledy01,1978,1,CAL,AL,6,2,41,0,0,0,1,254,85,25,3,41,34,0.264,2.66,3,1,5,1,374,20,29,2,4,5 +millera05,1978,1,MON,NL,0,1,5,0,0,0,0,21,11,8,1,3,6,0.393,10.29,1,0,0,0,36,0,9,3,2,0 +minetcr01,1978,1,OAK,AL,0,0,4,1,0,0,0,36,13,5,1,7,3,0.283,3.75,0,1,2,0,56,3,10,0,1,2 +mingost01,1978,1,KCA,AL,1,4,45,0,0,0,7,207,64,21,5,16,28,0.242,2.74,4,1,3,0,289,21,25,3,2,7 +mintogr01,1978,1,SFN,NL,0,1,11,0,0,0,0,47,22,14,3,8,6,0.338,8.04,1,0,1,0,76,3,14,1,1,2 +mirabpa01,1978,1,TEX,AL,3,2,10,4,0,0,1,84,30,18,2,17,23,0.286,5.79,0,0,0,1,125,3,18,1,2,4 +mitchpa01,1978,1,SEA,AL,8,14,29,29,4,2,0,504,173,78,21,79,75,0.270,4.18,1,4,2,1,735,0,86,10,4,17 +moffira01,1978,1,SFN,NL,8,4,70,0,0,0,12,245,79,30,5,33,52,0.258,3.31,13,3,3,0,355,38,35,8,5,7 +mongesi01,1978,1,CLE,AL,4,3,48,2,0,0,6,254,71,26,4,51,54,0.225,2.76,6,5,0,2,374,22,36,4,3,1 +montajo01,1978,1,SEA,AL,1,3,19,0,0,0,2,131,52,30,2,24,14,0.308,6.18,4,3,0,0,198,10,31,1,4,4 +montejo01,1978,1,SFN,NL,11,9,36,36,3,0,0,716,233,101,25,68,177,0.255,3.81,6,4,4,3,1003,0,110,12,6,14 +mooreba02,1978,1,TOR,AL,6,9,37,18,2,0,0,433,165,79,16,54,75,0.294,4.93,1,2,7,2,635,5,85,7,5,17 +mooredo01,1978,1,CHN,NL,9,7,71,1,0,0,4,308,117,47,7,31,50,0.287,4.12,11,7,2,2,450,24,55,5,4,5 +moretro01,1978,1,TEX,AL,0,1,7,2,0,0,1,44,23,8,1,2,5,0.390,4.91,0,0,1,0,65,2,8,2,1,2 +morgami01,1978,1,OAK,AL,0,3,3,3,1,0,0,37,19,10,1,8,0,0.373,7.30,0,0,0,0,60,0,12,1,0,2 +morrija02,1978,1,DET,AL,3,5,28,7,0,0,0,318,107,51,8,49,48,0.268,4.33,5,4,3,0,469,10,57,8,9,9 +moskapa01,1978,1,CIN,NL,6,4,26,25,2,1,1,435,139,64,17,57,88,0.255,3.97,4,1,3,7,613,1,65,5,3,9 +muellwi01,1978,1,ML4,AL,1,0,5,0,0,0,0,38,16,9,1,6,6,0.291,6.39,0,0,0,0,61,2,11,0,0,1 +murast01,1978,1,SDN,NL,0,2,5,2,0,0,0,23,15,10,1,5,5,0.441,11.74,0,1,0,0,40,2,10,0,1,2 +murphto02,1978,1,TOR,AL,6,9,50,0,0,0,7,282,87,41,11,37,36,0.256,3.93,10,6,0,0,396,35,43,11,8,9 +murrada01,1978,1,CIN,NL,1,1,15,0,0,0,2,98,34,15,1,17,25,0.272,4.13,4,3,1,0,147,5,20,1,3,1 +murrada01,1978,2,NYN,NL,8,5,53,0,0,0,5,259,85,35,4,36,37,0.267,3.65,19,5,2,1,373,38,39,11,5,9 +myricbo01,1978,1,NYN,NL,0,3,17,0,0,0,0,74,18,9,3,13,13,0.207,3.28,2,0,0,0,102,7,10,2,0,4 +nastuph01,1978,1,SFN,NL,0,1,3,1,0,0,0,24,8,5,1,2,5,0.258,5.63,0,0,0,0,33,2,5,0,0,0 +niekrjo01,1978,1,HOU,NL,14,14,35,29,10,1,0,608,190,87,13,73,97,0.248,3.86,1,9,9,0,861,2,97,5,8,13 +niekrph01,1978,1,ATL,NL,19,18,44,42,22,4,1,1003,295,107,16,102,248,0.235,2.88,5,11,13,3,1389,1,129,13,6,13 +normafr01,1978,1,CIN,NL,11,9,36,31,0,0,1,532,173,73,19,82,111,0.255,3.70,6,4,3,1,777,1,86,9,4,14 +norrimi01,1978,1,OAK,AL,0,5,14,5,1,0,0,147,46,30,2,35,36,0.249,5.51,1,1,3,0,229,1,35,4,2,2 +obrieda03,1978,1,SLN,NL,0,2,7,2,0,0,0,54,22,9,1,8,12,0.301,4.50,2,0,2,1,86,1,12,2,1,0 +owchibo01,1978,1,SDN,NL,10,13,36,33,4,1,0,607,198,80,14,78,94,0.263,3.56,12,1,1,3,851,1,87,11,8,22 +palmeda01,1978,1,MON,NL,0,1,5,1,0,0,0,29,9,3,1,2,7,0.243,2.79,0,0,0,0,39,1,4,0,0,1 +palmeji01,1978,1,BAL,AL,21,12,38,38,19,6,0,888,246,81,19,97,138,0.227,2.46,1,5,1,1,1197,0,94,10,4,21 +parromi01,1978,1,SEA,AL,1,5,27,10,0,0,1,247,108,47,8,32,41,0.316,5.14,5,1,3,1,389,7,59,6,6,8 +paschbi01,1978,1,KCA,AL,0,1,2,0,0,0,1,24,6,3,0,0,5,0.207,3.38,0,0,1,0,31,1,3,0,1,0 +pattima01,1978,1,KCA,AL,3,3,32,5,2,0,4,236,72,29,8,25,30,0.249,3.32,7,1,2,0,326,12,41,3,6,11 +paxtomi01,1978,1,CLE,AL,12,11,33,27,5,2,1,573,179,82,13,63,96,0.247,3.86,5,3,8,3,807,4,89,8,2,9 +pentzge01,1978,1,HOU,NL,0,0,10,0,0,0,0,45,12,10,1,13,8,0.214,6.00,3,1,1,0,73,2,13,2,1,0 +perryga01,1978,1,SDN,NL,21,6,37,37,5,2,0,782,241,79,9,66,154,0.248,2.73,8,4,2,3,1055,0,96,8,9,24 +perzast01,1978,1,MIN,AL,2,7,13,7,1,0,1,170,59,33,1,26,31,0.276,5.24,0,2,4,0,252,4,37,6,2,6 +pinaho01,1978,1,PHI,NL,0,0,2,0,0,0,0,7,0,0,0,0,4,0.000,0.00,0,0,0,0,7,0,0,0,0,0 +pirtlge01,1978,1,MON,NL,0,2,19,0,0,0,0,77,33,17,5,23,14,0.314,5.96,6,4,2,0,134,8,24,4,0,1 +planked02,1978,1,SFN,NL,0,0,5,0,0,0,0,20,6,3,1,2,1,0.273,4.05,1,0,0,0,25,3,3,0,1,1 +poledi01,1978,1,SEA,AL,4,11,21,18,2,0,0,296,122,71,16,41,41,0.306,6.48,3,2,3,0,451,1,82,4,4,11 +prolymi01,1978,1,CHA,AL,5,2,14,6,2,0,1,197,63,20,4,12,19,0.250,2.74,0,0,0,0,266,3,24,0,2,8 +rajsida01,1978,1,NYA,AL,0,0,4,2,0,0,0,40,16,6,0,6,9,0.320,4.05,0,0,0,0,58,0,6,0,2,1 +rasmuer01,1978,1,SLN,NL,2,5,10,10,2,1,0,181,61,28,4,20,32,0.270,4.18,2,2,0,2,255,0,32,5,4,5 +rasmuer01,1978,2,SDN,NL,12,10,27,24,3,2,0,439,154,66,16,43,59,0.277,4.06,6,1,1,4,613,0,72,8,6,10 +raudo01,1978,1,LAN,NL,15,9,30,30,7,2,0,597,219,72,17,68,95,0.284,3.26,5,0,2,1,859,0,82,14,5,20 +rautzla01,1978,1,LAN,NL,2,1,43,0,0,0,4,184,61,20,1,19,25,0.263,2.93,3,1,1,0,258,18,22,3,3,5 +rawlesh01,1978,1,SEA,AL,4,9,52,2,0,0,4,334,114,51,7,51,66,0.275,4.12,3,4,5,0,483,23,57,5,8,13 +redfepe01,1978,1,MIN,AL,0,2,3,2,0,0,0,29,10,7,2,6,4,0.294,6.52,0,0,0,0,44,0,12,2,2,1 +reedro01,1978,1,PHI,NL,3,4,66,0,0,0,17,326,87,27,6,23,85,0.223,2.24,5,1,5,0,425,40,32,4,3,6 +renkost01,1978,1,OAK,AL,6,12,27,25,3,1,0,453,152,72,10,67,89,0.265,4.29,4,1,2,1,660,2,77,13,4,11 +reploan01,1978,1,ML4,AL,9,5,32,18,3,2,0,448,177,65,14,47,41,0.301,3.92,3,5,1,0,645,6,75,2,6,18 +reuscpa01,1978,1,CHN,NL,2,0,16,0,0,0,0,84,29,16,4,13,13,0.269,5.14,3,1,1,0,122,6,16,0,0,5 +reuscpa01,1978,2,CLE,AL,2,4,18,6,1,0,0,269,95,31,5,22,24,0.272,3.11,1,1,2,1,381,6,33,5,2,8 +reuscri01,1978,1,CHN,NL,14,15,35,35,9,1,0,728,235,92,16,54,115,0.254,3.41,8,13,5,1,1007,0,98,16,8,15 +reussje01,1978,1,PIT,NL,3,2,23,12,3,1,0,248,97,45,5,23,42,0.297,4.90,1,3,3,1,361,3,48,5,3,10 +rhoderi01,1978,1,LAN,NL,10,8,30,23,6,3,0,494,160,67,13,51,79,0.255,3.66,0,7,3,0,697,4,77,8,7,12 +riccefr01,1978,1,HOU,NL,0,0,2,0,0,0,0,9,1,0,0,0,1,0.100,0.00,0,0,0,0,10,2,0,0,0,0 +richajr01,1978,1,HOU,NL,18,11,36,36,16,3,0,826,192,95,12,141,303,0.196,3.11,4,16,2,3,1139,0,104,13,4,14 +ripleal01,1978,1,BOS,AL,2,5,15,11,1,0,0,219,92,45,10,22,26,0.311,5.55,2,2,3,0,326,3,49,3,2,5 +roberda05,1978,1,CHN,NL,6,8,35,20,2,1,1,427,159,83,17,56,54,0.288,5.25,15,4,3,0,627,6,87,10,6,13 +robindo01,1978,1,PIT,NL,14,6,35,32,9,1,1,685,203,88,20,57,135,0.236,3.47,4,9,3,4,937,1,98,8,8,11 +rodried01,1978,1,ML4,AL,5,5,32,8,0,0,2,316,107,46,9,26,51,0.263,3.93,3,2,2,0,448,13,49,7,5,6 +rogerst01,1978,1,MON,NL,13,10,30,29,11,1,1,657,186,60,12,64,126,0.235,2.47,2,1,2,1,871,1,64,11,3,20 +romoen01,1978,1,SEA,AL,11,7,56,0,0,0,10,322,88,44,12,39,62,0.227,3.69,6,4,5,0,445,42,46,8,5,7 +rookeji01,1978,1,PIT,NL,9,11,28,28,1,0,0,490,160,77,13,81,76,0.259,4.24,4,1,3,0,717,0,94,11,5,16 +rozemda01,1978,1,DET,AL,9,12,28,28,11,2,0,628,205,73,17,41,57,0.260,3.14,1,3,2,0,848,0,83,12,4,16 +ruhleve01,1978,1,HOU,NL,3,3,13,10,2,2,0,204,57,16,0,20,27,0.224,2.12,1,1,1,1,279,1,17,2,1,5 +ruthvdi01,1978,1,ATL,NL,2,6,13,13,2,1,0,243,78,37,8,28,45,0.257,4.11,2,3,0,0,342,0,43,8,2,6 +ruthvdi01,1978,2,PHI,NL,13,5,20,20,9,2,0,452,136,50,13,28,75,0.248,2.99,1,3,1,1,595,0,52,11,6,18 +ryanno01,1978,1,CAL,AL,10,13,31,31,14,3,0,704,183,97,12,148,260,0.220,3.72,7,13,3,2,1008,0,106,11,14,18 +sambijo01,1978,1,HOU,NL,4,9,62,0,0,0,11,264,85,30,5,32,96,0.260,3.07,7,1,0,0,371,45,32,8,4,6 +sandesc01,1978,1,MON,NL,4,2,10,9,1,1,0,183,52,17,3,21,50,0.232,2.51,0,2,1,0,251,1,20,3,2,1 +sarmima01,1978,1,CIN,NL,9,7,63,4,0,0,5,382,109,62,16,54,72,0.234,4.38,10,1,1,1,538,27,65,9,8,8 +saucike01,1978,1,PHI,NL,0,1,1,0,0,0,0,6,4,4,0,1,2,0.400,18.00,0,0,1,1,12,0,4,0,0,0 +scarcma01,1978,1,MIN,AL,1,1,17,0,0,0,0,96,35,14,5,15,17,0.292,3.94,0,2,3,0,143,5,19,4,1,6 +schatda01,1978,1,MON,NL,7,7,29,18,2,0,0,431,108,49,10,68,69,0.213,3.07,5,4,2,3,586,1,54,5,4,16 +schuero01,1978,1,CHA,AL,3,5,30,7,0,0,0,245,76,39,10,39,39,0.251,4.30,2,4,7,0,361,6,50,3,9,7 +schulbu01,1978,1,SLN,NL,2,4,62,0,0,0,6,249,68,35,6,36,70,0.226,3.80,6,2,0,0,343,32,36,2,4,5 +seaveto01,1978,1,CIN,NL,16,14,36,36,8,1,0,779,218,83,26,89,226,0.227,2.88,11,6,0,1,1075,0,97,13,12,13 +seoanma01,1978,1,CHN,NL,1,0,7,1,0,0,0,25,11,5,0,6,5,0.297,5.40,2,1,0,1,43,1,6,0,0,2 +serumga01,1978,1,MIN,AL,9,9,34,23,6,1,1,553,188,84,14,44,80,0.266,4.10,2,5,3,3,774,4,88,11,8,14 +shirlbo01,1978,1,SDN,NL,8,11,50,20,2,0,5,498,164,68,10,61,102,0.262,3.69,11,3,3,1,708,10,75,12,5,14 +siebepa01,1978,1,NYN,NL,0,2,27,0,0,0,1,84,30,16,2,21,12,0.283,5.14,5,2,1,1,130,5,16,2,0,2 +skokcr01,1978,1,ATL,NL,3,2,43,0,0,0,2,186,64,30,8,27,28,0.266,4.35,8,4,0,1,273,11,38,4,1,6 +slatoji01,1978,1,DET,AL,17,11,35,34,11,2,0,701,235,107,27,85,92,0.263,4.12,1,10,8,1,1003,0,117,7,9,22 +solomed01,1978,1,ATL,NL,4,6,37,8,0,0,2,318,98,48,12,50,64,0.247,4.08,11,5,2,1,459,13,52,10,1,3 +sorenla01,1978,1,ML4,AL,18,12,37,36,17,3,1,842,277,100,14,50,78,0.259,3.21,4,3,5,2,1150,1,111,11,13,18 +sosael01,1978,1,OAK,AL,8,2,68,0,0,0,14,327,106,32,5,44,61,0.264,2.64,10,4,1,3,459,44,37,11,1,10 +sotoma01,1978,1,CIN,NL,1,0,5,1,0,0,0,54,13,5,1,13,13,0.197,2.50,3,0,0,0,79,1,5,0,0,0 +spillda01,1978,1,SDN,NL,1,0,17,0,0,0,0,77,32,13,2,7,16,0.317,4.56,1,0,0,0,110,4,15,1,1,4 +spillda01,1978,2,CLE,AL,3,1,36,0,0,0,3,169,54,23,2,21,48,0.254,3.67,3,1,1,0,241,23,26,6,0,3 +splitpa01,1978,1,KCA,AL,19,13,39,38,13,2,0,786,244,99,22,60,76,0.247,3.40,2,3,3,0,1069,0,113,11,9,26 +sprowbo01,1978,1,BOS,AL,0,2,3,3,0,0,0,38,12,9,3,10,10,0.245,6.39,0,0,0,0,59,0,10,0,0,2 +stanhdo01,1978,1,BAL,AL,6,9,56,0,0,0,24,224,60,24,0,52,42,0.230,2.89,6,3,0,0,326,47,28,4,9,9 +stanlbo01,1978,1,BOS,AL,15,2,52,3,0,0,10,425,142,41,5,34,38,0.266,2.60,5,0,1,0,578,35,50,4,6,21 +steinra02,1978,1,ML4,AL,3,2,31,1,0,0,1,218,78,43,5,39,42,0.280,5.33,1,3,4,0,329,8,51,3,4,5 +stephea01,1978,1,BAL,AL,0,0,2,0,0,0,0,29,10,3,0,5,4,0.294,2.79,0,1,0,0,40,2,3,0,1,4 +stewada01,1978,1,LAN,NL,0,0,1,0,0,0,0,6,1,0,0,0,1,0.167,0.00,0,0,0,0,6,1,0,0,0,0 +stewasa01,1978,1,BAL,AL,1,1,2,2,0,0,0,34,10,4,0,3,11,0.238,3.18,0,1,0,0,46,0,5,1,0,0 +stoddti01,1978,1,BAL,AL,0,1,8,0,0,0,0,54,22,12,3,8,14,0.301,6.00,1,2,2,0,84,3,17,1,0,2 +stonest01,1978,1,CHA,AL,12,12,30,30,6,1,0,636,196,103,19,84,118,0.247,4.37,1,2,3,0,898,0,110,11,5,8 +sutclri01,1978,1,LAN,NL,0,0,2,0,0,0,0,5,2,0,0,1,0,0.286,0.00,0,0,1,0,9,0,0,0,0,1 +suttebr01,1978,1,CHN,NL,8,10,64,0,0,0,27,296,82,35,10,34,106,0.220,3.19,7,8,1,1,414,47,44,3,3,3 +suttodo01,1978,1,LAN,NL,15,11,34,34,12,2,0,715,228,94,29,54,154,0.250,3.55,7,6,5,0,990,0,109,14,4,13 +suttojo01,1978,1,MIN,AL,0,0,17,0,0,0,0,133,46,17,3,15,18,0.264,3.45,3,5,1,0,191,8,19,1,0,5 +swancr01,1978,1,NYN,NL,9,6,29,28,5,1,0,622,164,56,12,58,125,0.219,2.43,8,1,2,0,819,0,62,5,4,12 +sykesbo01,1978,1,DET,AL,6,6,22,10,3,2,2,281,99,41,14,34,58,0.275,3.94,0,1,1,0,400,6,43,3,2,14 +tananfr01,1978,1,CAL,AL,18,12,33,33,10,4,0,717,239,97,26,60,137,0.258,3.65,7,5,9,8,1014,0,108,8,10,10 +taylobr01,1978,1,DET,AL,0,0,1,0,0,0,0,3,0,0,0,0,0,0.000,0.00,0,0,0,0,3,1,0,0,0,0 +tekulke01,1978,1,PIT,NL,8,7,91,0,0,0,31,406,115,35,5,55,77,0.228,2.33,18,5,2,0,573,65,44,7,4,14 +thayegr01,1978,1,MIN,AL,1,1,20,0,0,0,0,135,40,19,5,30,30,0.258,3.80,1,1,3,1,194,12,19,2,4,7 +theisdu01,1978,1,ATL,NL,0,0,3,0,0,0,0,19,3,1,0,3,3,0.158,1.42,0,0,1,0,24,2,1,0,1,1 +thomaro02,1978,1,SLN,NL,1,1,16,1,0,0,3,85,21,12,0,16,16,0.216,3.81,3,3,0,2,120,7,14,3,4,1 +thormpa01,1978,1,MIN,AL,1,6,12,12,1,0,0,198,81,37,7,17,23,0.308,5.05,0,3,1,0,286,0,40,1,4,5 +throoge01,1978,1,KCA,AL,1,0,1,0,0,0,0,9,2,0,0,3,2,0.222,0.00,0,0,0,0,13,0,0,1,0,1 +tiantlu01,1978,1,BOS,AL,13,8,32,31,12,5,0,637,185,78,26,57,114,0.234,3.31,4,0,5,2,863,1,80,7,3,18 +tidrodi01,1978,1,NYA,AL,7,11,31,25,4,0,0,556,191,79,13,53,73,0.267,3.84,3,5,5,0,787,1,87,9,4,10 +tobikda01,1978,1,DET,AL,0,0,5,0,0,0,0,36,12,5,1,3,11,0.261,3.75,0,0,0,0,49,4,5,0,0,1 +toddji01,1978,1,SEA,AL,3,4,49,2,0,0,3,320,113,46,4,61,37,0.280,3.88,4,0,0,0,471,25,52,4,3,17 +tomlida01,1978,1,CIN,NL,9,1,57,0,0,0,4,187,88,40,3,30,32,0.326,5.78,7,1,3,1,309,23,54,4,2,3 +torremi01,1978,1,BOS,AL,16,13,36,36,15,2,0,750,272,110,19,99,120,0.281,3.96,10,7,3,2,1091,0,122,12,8,27 +torrepa01,1978,1,CHA,AL,2,4,25,3,1,1,1,172,69,30,6,39,23,0.301,4.71,5,0,3,0,275,7,37,2,2,6 +travebi01,1978,1,ML4,AL,12,11,28,28,8,3,0,527,184,86,20,58,66,0.269,4.41,1,6,6,0,760,0,93,6,4,15 +troutst01,1978,1,CHA,AL,3,0,4,3,1,0,0,67,19,10,0,11,11,0.229,4.03,0,0,0,0,97,1,10,1,2,1 +twitcwa01,1978,1,MON,NL,4,12,33,15,0,0,0,336,121,67,16,71,69,0.286,5.38,5,11,5,0,510,3,68,7,4,8 +umbarji01,1978,1,TEX,AL,5,8,32,9,1,0,1,293,116,53,9,36,60,0.299,4.88,4,2,2,0,433,11,58,3,4,5 +underto01,1978,1,TOR,AL,6,14,31,30,7,1,0,593,201,90,23,87,139,0.264,4.10,4,7,2,0,864,0,105,8,4,14 +urreajo01,1978,1,SLN,NL,4,9,27,12,1,0,0,296,108,59,4,47,61,0.284,5.38,4,5,7,1,445,3,75,6,5,12 +vuckope01,1978,1,SLN,NL,12,12,45,23,6,2,1,595,187,56,9,59,149,0.253,2.54,5,7,2,2,819,15,65,13,6,14 +waitsri01,1978,1,CLE,AL,13,15,34,33,15,2,0,691,206,82,16,86,97,0.240,3.20,0,10,2,0,957,1,97,6,3,29 +wallada01,1978,1,TOR,AL,0,0,6,0,0,0,0,42,12,6,1,11,7,0.245,3.86,0,1,0,0,62,4,6,0,2,2 +warthda01,1978,1,HOU,NL,0,1,5,1,0,0,0,32,10,5,3,2,2,0.250,4.22,0,0,0,2,43,3,5,0,1,1 +wehrmda01,1978,1,SDN,NL,1,0,4,0,0,0,0,22,8,5,1,5,2,0.276,6.14,1,0,0,0,35,2,5,1,0,0 +welchbo01,1978,1,LAN,NL,7,4,23,13,4,3,3,334,92,25,6,26,66,0.229,2.02,2,2,1,2,439,6,28,4,6,8 +whitsed01,1978,1,PIT,NL,5,6,43,0,0,0,4,222,66,27,5,37,64,0.243,3.28,5,1,2,0,318,14,31,3,4,7 +wilcomi01,1978,1,DET,AL,13,12,29,27,16,2,0,646,208,90,22,68,132,0.255,3.76,2,6,8,0,907,0,94,11,4,16 +wileyma01,1978,1,SDN,NL,1,0,4,1,0,0,0,23,11,5,1,1,1,0.324,5.87,0,0,0,0,35,1,6,0,0,0 +wileyma01,1978,2,TOR,AL,0,0,2,0,0,0,0,8,3,2,0,1,2,0.273,6.75,0,0,0,0,12,1,2,0,0,0 +willich01,1978,1,SFN,NL,1,3,25,1,0,0,0,144,60,29,5,28,22,0.314,5.44,6,3,1,0,225,9,31,3,2,4 +willimi01,1978,1,TOR,AL,3,7,44,2,1,0,7,302,104,51,11,39,52,0.271,4.56,2,2,0,1,434,22,55,8,3,6 +williri03,1978,1,HOU,NL,1,2,17,1,0,0,0,104,43,18,2,10,17,0.301,4.67,2,0,0,1,159,5,19,4,2,1 +willoji01,1978,1,CHA,AL,1,6,59,0,0,0,13,280,95,40,6,19,36,0.275,3.86,2,1,4,0,376,47,41,6,1,13 +wirthal01,1978,1,OAK,AL,5,6,16,14,2,1,0,244,72,31,6,34,31,0.252,3.43,0,4,3,1,332,0,39,5,4,9 +wiseri01,1978,1,CLE,AL,9,19,33,31,9,1,0,635,226,102,22,59,106,0.275,4.34,3,1,3,0,903,1,116,8,10,14 +woodwi01,1978,1,CHA,AL,10,10,28,27,4,0,0,504,187,97,23,74,69,0.285,5.20,1,9,3,0,753,1,103,14,7,10 +worthri01,1978,1,CHA,AL,3,2,8,8,2,0,0,177,59,20,1,23,25,0.267,3.05,0,8,0,0,248,0,24,2,2,10 +wrighji02,1978,1,BOS,AL,8,4,24,16,5,3,0,348,122,46,8,24,56,0.276,3.57,2,0,7,0,480,3,51,4,3,9 +youngki01,1978,1,DET,AL,6,7,14,13,7,0,0,317,94,33,9,30,49,0.246,2.81,1,1,2,0,421,1,34,5,2,13 +zachrpa01,1978,1,NYN,NL,10,6,21,21,5,2,0,414,120,51,9,60,78,0.236,3.33,4,3,1,2,579,0,57,6,4,10 +zahnge01,1978,1,MIN,AL,14,14,35,35,12,1,0,757,260,85,18,81,106,0.274,3.03,2,7,4,0,1056,0,101,13,9,38 +zamoros01,1978,1,HOU,NL,0,0,10,0,0,0,0,45,20,12,2,7,6,0.328,7.20,3,0,0,1,69,1,12,0,1,3 +aasedo01,1979,1,CAL,AL,9,10,37,28,7,1,2,556,200,99,19,77,96,0.277,4.81,7,5,1,0,817,4,104,8,8,20 +abbotgl01,1979,1,SEA,AL,4,10,23,19,3,0,0,350,138,67,19,38,25,0.301,5.17,2,1,3,0,518,1,78,8,10,14 +alexado01,1979,1,TEX,AL,5,7,23,18,0,0,0,340,114,56,3,69,50,0.268,4.45,3,4,1,0,508,3,65,5,7,12 +allarbr01,1979,1,TEX,AL,1,3,7,4,2,0,0,100,36,16,4,13,14,0.283,4.32,2,0,0,0,141,1,17,0,1,6 +allenne01,1979,1,NYN,NL,6,10,50,5,0,0,8,297,100,39,4,47,65,0.268,3.55,13,6,0,0,431,27,46,5,6,8 +anderla02,1979,1,CLE,AL,0,0,8,0,0,0,0,50,25,14,3,4,7,0.357,7.56,0,0,0,0,77,4,14,1,2,2 +andermi01,1979,1,PHI,NL,0,0,1,0,0,0,0,3,2,0,0,0,2,0.400,0.00,0,0,0,0,5,1,0,0,0,0 +anderri01,1979,1,NYA,AL,0,0,1,0,0,0,0,7,1,1,0,4,0,0.167,3.86,0,0,0,0,10,0,1,0,0,1 +andujjo01,1979,1,HOU,NL,12,12,46,23,8,0,4,582,168,74,7,88,77,0.233,3.43,6,5,2,0,825,9,86,9,6,15 +arroyfe01,1979,1,DET,AL,1,1,6,0,0,0,0,36,17,11,3,4,7,0.340,8.25,2,0,0,0,57,3,11,2,1,1 +atkinbi01,1979,1,MON,NL,2,0,10,0,0,0,1,41,9,3,0,4,7,0.170,1.98,1,0,0,0,57,5,4,0,0,0 +augusje01,1979,1,ML4,AL,9,6,43,2,0,0,5,257,95,33,6,30,41,0.284,3.47,4,4,1,0,375,23,38,5,4,7 +babcobo01,1979,1,TEX,AL,0,0,4,0,0,0,0,16,7,6,1,7,6,0.318,10.13,0,1,0,0,31,1,7,0,2,0 +bacsimi01,1979,1,MIN,AL,4,2,31,0,0,0,0,197,61,32,6,29,33,0.249,4.39,4,2,0,0,283,13,39,6,3,7 +bahnsst01,1979,1,MON,NL,3,1,55,0,0,0,5,283,80,33,10,42,71,0.236,3.15,4,2,0,0,388,15,34,6,1,6 +bairdo01,1979,1,CIN,NL,11,7,65,0,0,0,16,283,93,45,7,51,86,0.256,4.29,12,3,3,0,430,42,47,10,3,3 +bakerst01,1979,1,DET,AL,1,7,21,12,0,0,1,252,97,62,13,51,54,0.296,6.64,2,7,6,2,392,2,63,3,4,11 +bandosa01,1979,1,ML4,AL,0,0,1,0,0,0,0,9,3,2,0,0,0,0.231,6.00,0,0,0,0,13,0,2,0,0,0 +bannifl01,1979,1,SEA,AL,10,15,30,30,6,2,0,547,185,82,25,68,115,0.260,4.05,4,1,4,0,792,0,92,5,3,10 +barkele01,1979,1,CLE,AL,6,6,29,19,2,0,0,412,146,75,6,70,93,0.277,4.92,1,10,2,0,609,3,79,4,6,22 +barlomi01,1979,1,CAL,AL,1,1,35,0,0,0,0,258,106,49,8,30,33,0.314,5.13,2,6,4,0,378,15,54,3,3,21 +barrifr01,1979,1,CHA,AL,8,3,15,15,2,0,0,284,88,38,9,33,28,0.242,3.61,1,0,5,1,406,0,49,1,4,4 +barrji01,1979,1,CAL,AL,10,12,36,25,5,0,0,591,217,92,22,55,69,0.287,4.20,5,2,3,1,826,4,100,5,8,28 +baumgro01,1979,1,CHA,AL,13,8,28,28,4,3,0,572,175,75,18,83,72,0.243,3.54,1,6,1,1,818,0,82,7,7,12 +beattji01,1979,1,NYA,AL,3,6,15,13,1,1,0,228,85,44,5,41,32,0.294,5.21,0,1,0,0,343,1,45,7,6,10 +beckwjo01,1979,1,LAN,NL,1,2,17,0,0,0,2,112,42,18,4,15,28,0.284,4.34,1,0,0,1,168,8,18,5,0,3 +berenju01,1979,1,NYN,NL,1,1,5,5,0,0,0,92,28,10,2,12,25,0.252,2.93,0,0,1,2,126,0,13,1,1,4 +bernadw01,1979,1,NYN,NL,0,3,32,1,0,0,0,132,59,23,2,26,20,0.331,4.70,4,1,0,0,208,6,26,1,3,4 +bibbyji01,1979,1,PIT,NL,12,4,34,17,4,1,0,413,110,43,9,47,103,0.218,2.81,6,5,4,0,562,2,51,5,2,9 +billija01,1979,1,DET,AL,10,7,35,19,2,0,3,474,163,58,13,60,59,0.275,3.30,11,6,7,0,668,11,74,6,2,28 +birddo01,1979,1,PHI,NL,2,0,32,1,1,0,0,183,73,35,7,16,33,0.305,5.16,4,2,2,0,263,10,35,2,4,10 +bluevi01,1979,1,SFN,NL,14,14,34,34,10,0,0,711,246,132,23,111,138,0.272,5.01,11,8,1,0,1041,0,143,11,12,16 +blylebe01,1979,1,PIT,NL,12,5,37,37,4,0,0,712,238,95,21,92,172,0.265,3.60,8,9,6,0,1018,0,102,14,9,18 +boggsto01,1979,1,ATL,NL,0,2,3,3,0,0,0,38,21,9,0,4,1,0.362,6.39,0,0,1,0,64,0,11,1,0,1 +boitada01,1979,1,ML4,AL,0,0,5,0,0,0,0,18,6,1,1,3,5,0.273,1.50,0,0,0,0,26,3,1,1,0,0 +bonhabi01,1979,1,CIN,NL,9,7,29,29,2,0,0,527,173,74,14,60,78,0.261,3.79,3,6,8,3,741,0,80,9,2,18 +borbope01,1979,1,CIN,NL,2,2,30,0,0,0,2,134,48,17,2,8,23,0.277,3.43,4,0,0,0,188,18,17,3,4,5 +borbope01,1979,2,SFN,NL,4,3,30,0,0,0,3,138,56,25,7,13,26,0.303,4.89,3,0,0,0,202,13,28,3,1,3 +bottira01,1979,1,CAL,AL,2,0,12,1,0,0,0,89,46,29,6,15,22,0.362,8.80,1,4,1,1,146,5,30,1,2,2 +bradfla01,1979,1,ATL,NL,1,0,21,0,0,0,2,57,11,2,0,10,11,0.172,0.95,1,2,1,2,80,9,5,3,2,0 +brancro01,1979,1,SEA,AL,0,1,2,2,0,0,0,34,12,10,2,7,6,0.273,7.94,1,1,0,0,52,0,11,0,1,1 +brettke01,1979,1,MIN,AL,0,0,9,0,0,0,0,38,16,7,1,6,3,0.320,4.97,0,0,0,0,58,1,7,2,0,2 +brettke01,1979,2,LAN,NL,4,3,30,0,0,0,2,141,52,18,1,12,13,0.277,3.45,2,0,1,1,202,14,20,0,1,3 +brizzto01,1979,1,ATL,NL,6,9,20,19,2,0,0,322,133,63,6,33,64,0.303,5.28,1,5,3,0,487,0,70,7,5,9 +brunoto01,1979,1,SLN,NL,2,3,27,1,0,0,0,115,37,18,1,22,27,0.253,4.23,5,2,2,0,174,8,18,2,2,0 +brusswa01,1979,1,PHI,NL,1,0,13,0,0,0,1,43,23,11,1,4,3,0.383,6.91,2,0,0,0,66,4,12,1,1,4 +burgmto01,1979,1,BOS,AL,3,2,44,0,0,0,4,266,89,27,8,16,60,0.263,2.74,4,1,4,0,368,24,32,7,3,8 +burnsbr01,1979,1,CHA,AL,0,0,6,0,0,0,0,15,10,3,1,1,2,0.435,5.40,0,0,0,0,26,0,5,0,2,1 +burnssh01,1979,1,DET,AL,1,1,10,0,0,0,0,64,28,15,2,8,13,0.333,6.33,2,0,1,0,96,2,16,2,1,5 +burrira01,1979,1,CHN,NL,0,0,14,0,0,0,0,65,23,15,0,15,14,0.284,6.23,1,0,1,0,98,3,17,0,1,3 +burrira01,1979,2,NYA,AL,1,3,15,0,0,0,0,83,40,19,5,10,19,0.342,6.18,1,1,0,0,132,7,22,3,2,3 +burrira01,1979,3,NYN,NL,0,2,4,4,0,0,0,65,21,8,2,6,10,0.247,3.32,3,1,1,0,93,0,10,1,0,2 +busbyst01,1979,1,KCA,AL,6,6,22,12,4,0,0,283,71,38,10,64,45,0.220,3.63,3,1,0,0,405,5,45,11,7,7 +busketo01,1979,1,TOR,AL,6,10,44,0,0,0,7,236,74,30,10,25,44,0.249,3.43,7,3,1,0,329,40,33,6,0,6 +caldwmi01,1979,1,ML4,AL,16,6,30,30,16,4,0,705,252,86,18,39,89,0.278,3.29,2,5,4,0,967,0,96,12,5,26 +campbbi02,1979,1,BOS,AL,3,4,41,0,0,0,9,164,55,26,5,23,25,0.262,4.28,6,7,1,0,239,23,28,5,0,3 +candejo01,1979,1,PIT,NL,14,9,33,30,8,0,0,621,201,74,25,41,101,0.253,3.22,6,2,3,0,850,2,83,4,7,18 +capildo01,1979,1,CIN,NL,1,0,5,0,0,0,0,19,7,6,1,5,0,0.269,8.53,0,0,1,0,32,0,6,0,0,0 +capildo01,1979,2,CHN,NL,0,1,13,1,0,0,0,52,14,5,1,7,10,0.206,2.60,0,1,0,0,77,7,6,2,0,0 +carltst01,1979,1,PHI,NL,18,11,35,35,13,4,0,753,202,101,25,89,213,0.219,3.62,11,10,5,11,1029,0,112,9,5,11 +castibo01,1979,1,LAN,NL,2,0,19,0,0,0,7,73,26,3,0,13,25,0.277,1.11,1,0,1,0,110,15,5,0,2,2 +castrbi01,1979,1,ML4,AL,3,1,39,0,0,0,6,133,40,10,2,13,10,0.244,2.03,5,2,0,0,181,26,14,2,2,8 +caudibi01,1979,1,CHN,NL,1,7,29,12,0,0,0,270,89,48,16,41,104,0.256,4.80,5,3,4,2,402,6,57,4,4,5 +chambcr01,1979,1,KCA,AL,4,4,10,10,4,0,0,209,68,29,7,18,30,0.261,3.75,0,2,1,0,287,0,31,3,4,8 +chrisga01,1979,1,KCA,AL,0,0,6,0,0,0,0,32,10,4,1,2,4,0.250,3.38,0,0,0,0,43,1,5,0,1,2 +chrisla01,1979,1,PHI,NL,5,10,19,17,2,0,0,318,118,53,9,30,53,0.291,4.50,3,2,2,3,447,1,56,4,5,8 +chrismi01,1979,1,DET,AL,3,3,13,8,0,0,0,117,46,30,3,21,31,0.297,6.92,0,2,0,0,179,3,30,1,2,4 +clancji01,1979,1,TOR,AL,2,7,12,11,2,0,0,191,65,39,8,31,33,0.272,5.51,0,2,0,0,278,0,44,3,5,8 +clayke01,1979,1,NYA,AL,1,7,32,5,0,0,2,235,88,47,12,25,28,0.291,5.40,1,7,2,0,338,17,49,6,3,8 +clearma01,1979,1,CAL,AL,11,5,52,0,0,0,14,327,87,44,6,68,98,0.219,3.63,5,9,3,1,481,37,48,7,5,4 +clevere01,1979,1,ML4,AL,1,5,29,1,0,0,4,165,77,41,9,23,22,0.344,6.71,4,2,0,1,258,11,44,4,7,6 +clydeda01,1979,1,CLE,AL,3,4,9,8,1,0,0,137,50,30,7,13,17,0.279,5.91,0,4,1,0,195,1,33,1,1,6 +colemjo05,1979,1,SFN,NL,0,0,5,0,0,0,0,11,3,0,0,2,0,0.231,0.00,0,0,1,0,18,1,2,1,1,0 +colemjo05,1979,2,PIT,NL,0,0,10,0,0,0,0,62,29,14,1,9,14,0.326,6.10,1,3,1,0,101,2,17,1,1,3 +comerst01,1979,1,TEX,AL,17,12,36,36,6,1,0,727,230,99,24,84,86,0.252,3.68,4,7,8,0,1021,0,114,12,3,20 +cruzvi01,1979,1,CLE,AL,3,9,61,0,0,0,10,236,70,37,10,44,63,0.244,4.23,4,1,1,2,343,48,41,6,5,3 +curtijo01,1979,1,SFN,NL,10,9,27,18,3,2,0,362,121,56,15,42,85,0.257,4.18,7,8,0,0,520,5,62,4,4,9 +dacqujo01,1979,1,SDN,NL,9,13,51,11,1,1,2,401,140,73,15,86,97,0.275,4.92,6,5,3,0,610,19,83,8,4,7 +darwida01,1979,1,TEX,AL,4,4,20,6,1,0,0,234,50,35,5,30,58,0.186,4.04,2,0,5,1,313,4,36,3,6,2 +davisro02,1979,1,NYA,AL,14,2,44,0,0,0,9,256,84,27,5,28,43,0.262,2.85,9,1,1,0,357,21,29,4,3,11 +deckejo01,1979,1,SEA,AL,0,1,9,2,0,0,0,82,27,13,2,14,12,0.255,4.28,1,2,0,0,121,6,14,0,1,2 +dennyjo01,1979,1,SLN,NL,8,11,31,31,5,2,0,618,206,111,24,100,99,0.265,4.85,7,6,3,1,900,0,116,15,3,28 +devinad01,1979,1,ATL,NL,1,2,40,0,0,0,0,200,84,24,8,25,22,0.311,3.24,5,2,2,1,302,10,28,4,1,10 +dixonto01,1979,1,HOU,NL,1,2,19,1,0,0,0,77,39,19,2,15,9,0.348,6.66,1,0,0,0,130,6,23,3,0,3 +dotsori01,1979,1,CHA,AL,2,0,5,5,1,1,0,73,28,10,0,6,13,0.286,3.70,0,0,0,0,107,0,13,1,2,3 +dragodi01,1979,1,BOS,AL,10,6,53,1,0,0,13,267,85,30,6,21,67,0.254,3.03,6,4,3,0,367,37,33,4,5,13 +dressro01,1979,1,SEA,AL,3,2,21,11,2,0,0,312,134,57,11,22,36,0.312,4.93,3,1,0,0,458,6,61,5,1,14 +easteja01,1979,1,ATL,NL,0,0,4,0,0,0,0,8,7,4,0,3,3,0.467,13.50,0,0,0,0,18,0,6,0,0,0 +eastwra01,1979,1,PHI,NL,3,6,51,0,0,0,6,248,90,45,8,25,47,0.284,4.90,3,5,1,0,349,23,46,4,2,11 +eatoncr01,1979,1,KCA,AL,0,0,5,0,0,0,0,30,8,3,0,3,4,0.222,2.70,2,0,0,0,41,4,3,2,0,1 +eckerde01,1979,1,BOS,AL,17,10,33,33,17,2,0,740,234,82,29,59,150,0.250,2.99,4,1,6,1,1018,0,89,10,6,8 +eddyst01,1979,1,CAL,AL,1,1,7,4,0,0,0,97,36,17,1,20,7,0.290,4.73,0,0,2,0,152,3,19,3,3,3 +edgebu01,1979,1,TOR,AL,3,4,9,9,1,0,0,155,60,30,6,24,19,0.283,5.23,1,4,1,0,240,0,32,2,1,4 +eicheju01,1979,1,SDN,NL,1,1,3,3,1,0,0,63,15,8,1,11,12,0.211,3.43,1,1,0,2,83,0,10,0,1,3 +ellisdo01,1979,1,TEX,AL,1,5,10,9,0,0,0,140,64,31,5,16,10,0.325,5.98,2,2,0,0,215,0,34,0,1,2 +ellisdo01,1979,2,NYN,NL,3,7,17,14,1,0,0,255,110,57,9,34,41,0.320,6.04,10,2,1,0,391,3,60,6,6,8 +ellisdo01,1979,3,PIT,NL,0,0,3,1,0,0,0,21,9,2,1,2,1,0.346,2.57,0,1,0,0,29,0,2,1,0,2 +erickro01,1979,1,MIN,AL,3,10,24,21,0,0,0,369,154,77,17,48,47,0.310,5.63,1,4,1,4,556,1,86,5,6,14 +espinni01,1979,1,PHI,NL,14,12,33,33,8,3,0,636,211,86,20,65,88,0.262,3.65,8,3,3,1,881,0,94,4,3,20 +esserma01,1979,1,CHA,AL,0,0,2,0,0,0,0,5,2,3,0,4,1,0.286,16.20,0,0,0,0,11,1,3,0,0,0 +falcope01,1979,1,NYN,NL,6,14,33,31,1,1,0,552,194,85,24,76,113,0.276,4.16,10,10,1,1,797,1,91,6,10,15 +farmeed01,1979,1,TEX,AL,2,0,11,2,0,0,0,99,30,16,2,19,25,0.252,4.36,2,3,2,0,144,5,21,2,2,3 +farmeed01,1979,2,CHA,AL,3,7,42,3,0,0,14,244,66,22,2,34,48,0.219,2.43,8,6,1,0,347,30,36,9,2,6 +feltote01,1979,1,MIN,AL,0,0,1,0,0,0,0,6,0,0,0,0,1,0.000,0.00,0,0,0,0,6,1,0,0,1,0 +ferribo01,1979,1,CAL,AL,0,0,2,0,0,0,0,18,5,1,1,3,2,0.217,1.50,1,1,0,0,27,1,2,1,0,0 +fidryma01,1979,1,DET,AL,0,3,4,4,0,0,0,44,23,17,3,9,5,0.371,10.43,2,0,1,0,73,0,17,1,0,2 +figueed01,1979,1,NYA,AL,4,6,16,16,4,1,0,314,109,48,6,35,42,0.275,4.13,1,1,0,0,437,0,49,4,1,10 +finchjo01,1979,1,BOS,AL,0,3,15,7,0,0,0,172,65,31,5,25,25,0.289,4.87,3,2,1,0,253,5,31,1,1,7 +fingero01,1979,1,SDN,NL,9,9,54,0,0,0,13,251,91,42,7,37,65,0.281,4.52,8,2,1,2,372,41,47,5,5,3 +flanami01,1979,1,BAL,AL,23,9,39,38,16,5,0,797,245,91,23,70,190,0.245,3.08,1,6,3,0,1085,0,107,9,4,29 +flinnjo01,1979,1,BAL,AL,0,0,4,0,0,0,0,8,2,0,0,1,0,0.222,0.00,0,0,0,0,11,4,0,0,1,0 +fordda02,1979,1,BAL,AL,2,1,9,2,0,0,2,90,23,7,2,7,7,0.219,2.10,0,0,0,0,116,5,7,3,1,3 +forscbo01,1979,1,SLN,NL,11,11,33,32,7,1,0,656,215,93,16,52,92,0.263,3.83,1,6,3,0,894,0,102,6,13,21 +forscke01,1979,1,HOU,NL,11,6,26,24,10,2,0,533,155,60,14,35,58,0.236,3.04,2,0,0,1,700,1,67,5,3,16 +forstte01,1979,1,LAN,NL,1,2,17,0,0,0,2,49,18,10,0,11,8,0.295,5.51,4,1,0,0,73,8,11,0,1,2 +frazige01,1979,1,SLN,NL,2,4,25,0,0,0,0,97,35,16,3,12,14,0.278,4.45,2,0,1,0,143,14,19,3,1,3 +freisda01,1979,1,TOR,AL,2,3,42,2,0,0,3,273,101,50,5,53,35,0.294,4.95,3,6,2,1,407,26,57,5,3,17 +frostda01,1979,1,CAL,AL,16,10,36,33,12,2,1,718,226,95,17,77,107,0.251,3.57,4,5,5,0,1001,2,108,10,9,24 +frymawo01,1979,1,MON,NL,3,6,44,0,0,0,10,174,52,18,4,22,44,0.248,2.79,4,2,3,0,240,31,25,5,0,5 +fulghjo01,1979,1,SLN,NL,10,6,20,19,10,2,0,438,123,41,10,26,75,0.227,2.53,3,2,3,1,576,0,47,4,2,12 +galasbo01,1979,1,ML4,AL,3,1,31,0,0,0,3,154,64,25,5,26,28,0.299,4.38,3,3,0,0,243,14,30,1,2,3 +galeri01,1979,1,KCA,AL,9,10,34,31,2,1,0,545,197,114,19,99,103,0.278,5.65,4,5,4,0,830,0,131,10,8,14 +gantnji01,1979,1,ML4,AL,0,0,1,0,0,0,0,3,2,0,0,0,0,0.400,0.00,0,0,0,0,5,0,0,0,0,0 +garbege01,1979,1,ATL,NL,6,16,68,0,0,0,25,318,121,51,10,24,56,0.283,4.33,9,0,5,0,461,55,66,1,3,8 +garlawa01,1979,1,CLE,AL,4,10,18,14,2,0,0,284,120,55,11,34,40,0.318,5.23,2,3,3,0,431,1,70,8,9,11 +garvije01,1979,1,TOR,AL,0,1,8,1,0,0,0,68,15,7,2,10,14,0.197,2.78,0,0,2,1,91,0,9,1,2,7 +geiseda01,1979,1,CHN,NL,0,0,7,0,0,0,0,45,10,1,0,4,5,0.189,0.60,1,0,1,0,58,3,1,0,0,1 +gleatje01,1979,1,TEX,AL,0,1,5,2,0,0,0,29,15,7,0,2,2,0.375,6.52,0,1,1,0,45,1,7,1,1,0 +glynned01,1979,1,NYN,NL,1,4,46,0,0,0,7,180,57,20,3,40,32,0.259,3.00,10,1,2,0,269,20,22,3,4,5 +goltzda01,1979,1,MIN,AL,14,13,36,35,12,1,0,752,282,116,22,69,132,0.288,4.16,3,5,1,0,1061,1,124,8,4,30 +gossari01,1979,1,NYA,AL,5,3,36,0,0,0,18,175,48,17,5,19,41,0.227,2.62,4,3,0,0,234,33,18,4,0,6 +griffmi02,1979,1,NYA,AL,0,0,3,0,0,0,1,13,5,2,0,2,5,0.313,4.15,0,1,0,0,19,1,2,1,0,1 +griffto02,1979,1,SFN,NL,5,6,59,3,0,0,2,283,83,41,9,46,82,0.237,3.91,8,5,4,0,407,13,46,5,2,2 +grillst01,1979,1,TOR,AL,0,0,1,0,0,0,0,7,1,0,0,0,1,0.143,0.00,0,0,0,0,8,0,0,1,0,0 +grimsro02,1979,1,MON,NL,10,9,32,27,2,0,0,454,199,90,18,41,42,0.322,5.35,1,2,3,1,678,2,102,9,7,17 +guidrro01,1979,1,NYA,AL,18,8,33,30,15,2,2,709,203,73,20,71,201,0.236,2.78,0,9,0,0,946,3,83,9,5,24 +gullibi01,1979,1,MON,NL,0,0,1,0,0,0,0,3,2,0,0,0,0,0.500,0.00,0,0,0,0,4,1,0,0,0,0 +gurala01,1979,1,KCA,AL,13,12,39,33,7,1,0,701,226,116,29,73,85,0.253,4.47,4,5,7,1,991,1,137,10,9,21 +haasmo01,1979,1,ML4,AL,11,11,29,28,8,1,0,554,198,98,26,59,95,0.275,4.78,2,9,0,0,790,0,112,5,7,8 +haliced01,1979,1,SFN,NL,5,8,33,19,3,1,0,377,134,64,12,47,81,0.266,4.58,8,2,3,1,562,3,82,5,4,2 +hamilda01,1979,1,OAK,AL,3,4,40,7,1,0,5,248,80,34,5,43,52,0.261,3.70,2,2,1,0,361,16,42,6,4,6 +hannage01,1979,1,LAN,NL,0,2,4,2,0,0,1,48,10,6,2,13,6,0.175,3.38,1,1,0,0,71,2,8,0,1,1 +hannapr01,1979,1,ATL,NL,1,1,6,4,0,0,0,73,27,8,1,15,15,0.284,2.96,1,1,0,0,112,1,11,2,0,4 +hartzpa01,1979,1,MIN,AL,6,10,28,26,4,0,0,489,193,97,18,44,44,0.301,5.36,4,1,4,0,704,0,102,7,8,22 +hasslan01,1979,1,BOS,AL,1,2,8,0,0,0,0,46,23,15,0,7,7,0.365,8.80,0,1,1,0,72,4,17,0,1,5 +hasslan01,1979,2,NYN,NL,4,5,29,8,1,0,4,241,74,33,5,42,53,0.252,3.70,8,7,0,2,343,11,35,6,1,7 +hausmto01,1979,1,NYN,NL,2,6,19,10,1,0,2,236,65,24,6,19,33,0.226,2.75,1,2,4,0,315,7,25,3,2,5 +heaveda01,1979,1,OAK,AL,4,11,62,0,0,0,9,257,97,40,7,42,40,0.294,4.20,18,0,4,1,392,42,42,12,4,4 +hernawi01,1979,1,CHN,NL,4,4,51,2,0,0,0,237,85,44,8,39,53,0.281,5.01,12,3,4,1,359,19,50,7,6,4 +hillejo01,1979,1,DET,AL,4,7,43,0,0,0,9,238,83,46,14,55,46,0.274,5.22,7,4,0,0,372,30,47,11,3,8 +hintori01,1979,1,CHA,AL,1,2,16,2,0,0,2,125,57,28,4,8,27,0.331,6.05,1,0,2,0,188,8,30,3,3,1 +hintori01,1979,2,SEA,AL,0,2,14,1,0,0,0,60,23,12,4,5,7,0.284,5.40,1,1,2,0,90,6,14,1,1,1 +hoffmgu01,1979,1,CHA,AL,0,5,24,0,0,0,2,91,30,18,0,23,18,0.261,5.34,5,3,1,1,142,9,18,3,0,3 +hollaal01,1979,1,SFN,NL,0,0,3,0,0,0,0,21,3,0,0,5,7,0.125,0.00,0,0,0,0,29,0,0,0,0,0 +hollyje01,1979,1,MIN,AL,0,0,6,0,0,0,0,19,10,5,0,3,5,0.385,7.11,0,0,0,0,31,2,7,0,2,1 +holtzke01,1979,1,CHN,NL,6,9,23,20,3,2,0,353,133,60,15,53,44,0.288,4.59,7,6,6,0,529,0,70,5,2,13 +honeyri01,1979,1,SEA,AL,11,12,33,28,8,1,0,582,201,87,22,67,83,0.268,4.04,7,5,6,1,839,2,103,11,6,17 +hooddo01,1979,1,CLE,AL,1,0,13,0,0,0,1,66,13,9,1,14,7,0.169,3.68,1,1,1,0,92,3,9,0,0,1 +hooddo01,1979,2,NYA,AL,3,1,27,6,0,0,1,202,62,23,3,30,22,0.252,3.07,1,1,2,0,288,9,24,6,4,9 +hootobu01,1979,1,LAN,NL,11,10,29,29,12,1,0,636,191,70,11,63,129,0.244,2.97,4,6,2,0,874,0,85,14,11,11 +houghch01,1979,1,LAN,NL,7,5,42,14,0,0,0,454,152,80,16,66,76,0.264,4.76,2,9,8,1,662,10,88,9,4,15 +howarfr02,1979,1,CHA,AL,1,5,28,6,0,0,0,204,73,27,5,32,36,0.283,3.57,2,0,1,0,302,10,34,5,6,8 +hoytla01,1979,1,CHA,AL,0,0,2,0,0,0,0,9,2,0,0,0,0,0.200,0.00,0,0,0,0,10,1,0,0,0,1 +hraboal01,1979,1,KCA,AL,9,4,58,0,0,0,11,195,67,27,3,41,39,0.272,3.74,10,7,1,0,294,37,31,5,1,9 +huffmph01,1979,1,TOR,AL,6,18,31,31,2,1,0,519,220,111,25,68,56,0.304,5.77,0,5,0,3,802,0,130,4,6,8 +humeto01,1979,1,CIN,NL,10,9,57,12,2,0,17,489,162,50,12,33,80,0.262,2.76,9,2,0,0,669,33,54,9,9,17 +hunteca01,1979,1,NYA,AL,2,9,19,19,1,0,0,315,128,62,15,34,34,0.312,5.31,0,2,1,0,460,0,68,9,6,8 +jacksda01,1979,1,MIN,AL,4,4,24,8,1,0,0,208,89,33,5,26,43,0.319,4.28,0,10,1,0,311,7,36,3,2,8 +jacksgr01,1979,1,PIT,NL,8,5,72,0,0,0,14,246,67,27,9,35,39,0.230,2.96,5,3,2,1,339,29,32,5,6,10 +jacksro03,1979,1,NYN,NL,1,0,8,0,0,0,0,49,11,4,1,5,10,0.200,2.20,0,1,1,0,61,0,4,0,0,5 +jamesbo01,1979,1,MON,NL,0,0,2,0,0,0,0,6,2,3,0,3,1,0.250,13.50,1,0,0,0,11,1,3,0,0,0 +jeffeje01,1979,1,TOR,AL,2,10,34,10,2,0,1,348,150,71,19,45,43,0.328,5.51,2,2,2,0,513,12,75,4,4,16 +jenkife01,1979,1,TEX,AL,16,14,37,37,10,3,0,777,252,117,40,81,164,0.256,4.07,6,4,3,0,1089,0,127,10,9,22 +johnsjo04,1979,1,OAK,AL,2,8,14,13,1,0,0,254,89,41,13,36,50,0.269,4.36,0,1,1,0,372,0,45,2,2,6 +johnsjo04,1979,2,TEX,AL,2,6,17,12,1,0,0,247,79,45,12,36,46,0.255,4.92,3,3,1,1,357,1,50,5,5,4 +johnto01,1979,1,NYA,AL,21,9,37,36,17,3,0,829,268,91,9,65,111,0.260,2.96,1,11,4,1,1116,1,109,11,5,45 +jonesod01,1979,1,SEA,AL,3,11,25,19,3,0,0,356,151,80,16,58,72,0.317,6.07,8,6,3,0,553,2,90,10,6,15 +jonesra01,1979,1,SDN,NL,11,12,39,39,6,0,0,789,257,106,17,64,112,0.259,3.63,10,2,3,0,1088,0,120,23,6,24 +kaatji01,1979,1,PHI,NL,1,0,3,1,0,0,0,25,9,4,1,5,2,0.281,4.32,2,0,0,0,37,2,4,0,0,3 +kaatji01,1979,2,NYA,AL,2,3,40,1,0,0,2,175,64,25,4,14,23,0.287,3.86,2,2,2,0,249,13,29,6,4,7 +kammebo01,1979,1,NYA,AL,0,0,1,0,0,0,0,0,7,8,2,0,0,1.000,,0,0,1,0,8,0,8,0,0,0 +keougma02,1979,1,OAK,AL,2,17,30,28,7,1,0,530,220,99,18,78,95,0.315,5.04,2,13,7,0,800,2,115,7,9,17 +kernji01,1979,1,TEX,AL,13,5,71,0,0,0,29,429,99,25,5,62,136,0.198,1.57,6,5,2,0,578,57,35,13,3,11 +kingmbr01,1979,1,OAK,AL,8,7,18,17,5,1,0,338,113,54,10,33,58,0.258,4.31,1,10,3,0,481,1,59,5,2,5 +kinnede01,1979,1,SDN,NL,0,0,13,0,0,0,0,54,17,7,2,8,11,0.250,3.50,3,0,1,0,78,4,8,1,0,2 +kisonbr01,1979,1,PIT,NL,13,7,33,25,3,1,0,517,157,61,13,45,105,0.246,3.19,5,5,4,0,704,2,70,12,6,18 +knappch01,1979,1,CAL,AL,5,5,20,18,3,0,0,294,109,60,8,35,36,0.275,5.51,1,2,2,0,440,1,73,3,4,6 +kneppbo01,1979,1,SFN,NL,9,12,34,34,6,2,0,622,241,107,30,77,123,0.289,4.64,8,6,3,1,926,0,117,10,3,17 +knowlda01,1979,1,SLN,NL,2,5,48,0,0,0,6,146,54,22,5,17,22,0.277,4.07,7,2,0,1,214,18,27,1,1,2 +kobelke01,1979,1,NYN,NL,6,8,30,27,1,1,0,485,169,63,14,46,67,0.274,3.51,4,2,3,2,683,1,74,12,6,14 +koosmje01,1979,1,MIN,AL,20,13,37,36,10,2,0,791,268,99,19,83,157,0.268,3.38,4,2,3,1,1101,0,108,13,3,29 +kraveke01,1979,1,CHA,AL,15,13,36,35,10,3,1,750,208,104,20,111,132,0.233,3.74,3,3,14,1,1041,1,115,10,12,21 +krukomi01,1979,1,CHN,NL,9,9,28,28,0,0,0,494,172,77,13,81,119,0.275,4.21,12,5,3,1,722,0,84,9,4,14 +kucekja01,1979,1,CHA,AL,0,0,1,0,0,0,0,2,0,0,0,3,0,0.000,0.00,0,0,0,0,6,0,4,0,0,0 +kucekja01,1979,2,PHI,NL,1,0,4,0,0,0,0,13,6,4,2,1,2,0.333,8.31,1,0,0,0,20,0,4,1,0,0 +kusiccr01,1979,2,TOR,AL,0,0,1,0,0,0,0,11,3,2,1,0,0,0.214,4.91,0,0,0,0,14,1,2,0,0,0 +laceybo01,1979,1,OAK,AL,1,5,42,0,0,0,4,143,66,31,7,24,33,0.327,5.85,8,4,1,0,230,20,34,1,2,5 +lacorfr01,1979,1,ATL,NL,0,0,6,0,0,0,0,25,9,7,2,5,6,0.273,7.56,1,2,0,0,38,2,7,0,0,0 +lacorfr01,1979,2,HOU,NL,1,2,12,3,0,0,0,81,21,15,3,10,24,0.208,5.00,1,1,0,0,114,3,16,2,1,0 +lacosmi01,1979,1,CIN,NL,14,8,35,32,6,1,0,617,202,80,13,79,73,0.263,3.50,8,3,2,3,868,0,92,12,6,22 +laddpe01,1979,1,HOU,NL,1,1,10,0,0,0,0,37,8,4,1,8,6,0.178,2.92,0,2,2,0,56,4,5,1,0,1 +lagrole01,1979,1,CHA,AL,0,3,11,2,0,0,1,53,27,18,2,16,9,0.346,9.17,1,2,1,0,95,4,21,0,0,2 +lagrole01,1979,2,LAN,NL,5,1,31,0,0,0,4,111,38,14,2,18,22,0.270,3.41,2,2,0,1,161,18,16,1,1,3 +lampde01,1979,1,CHN,NL,11,10,38,32,6,1,0,601,223,78,14,46,86,0.287,3.50,9,1,5,0,843,3,96,9,5,21 +langfri01,1979,1,OAK,AL,12,16,34,29,14,1,0,656,233,104,22,57,101,0.273,4.28,6,16,4,1,934,0,114,12,9,13 +larocda01,1979,1,CAL,AL,7,11,53,1,0,0,10,257,107,53,13,32,59,0.314,5.57,4,0,2,1,387,25,54,8,4,5 +larsoda01,1979,1,PHI,NL,1,1,3,3,0,0,0,57,17,9,1,9,9,0.250,4.26,0,0,1,0,81,0,9,2,1,2 +lavelga01,1979,1,SFN,NL,7,9,70,0,0,0,20,290,86,27,5,42,80,0.247,2.51,15,2,2,4,407,55,31,9,6,8 +leebi03,1979,1,MON,NL,16,10,33,33,6,3,0,666,230,75,20,46,59,0.265,3.04,1,0,1,1,925,0,91,9,2,16 +leema01,1979,1,SDN,NL,2,4,46,1,0,0,5,195,88,31,3,25,25,0.332,4.29,5,1,2,0,302,18,34,9,1,9 +leibrch01,1979,1,CIN,NL,0,0,3,0,0,0,0,13,2,0,0,2,1,0.154,0.00,0,0,0,0,16,1,2,0,1,1 +lemanda01,1979,1,TOR,AL,8,10,22,20,11,3,0,429,137,59,12,45,63,0.259,3.71,2,11,6,0,597,1,65,12,4,10 +lemonma01,1979,1,TOR,AL,1,9,18,10,2,0,0,249,97,58,14,34,40,0.299,6.29,8,2,3,0,369,5,64,2,6,11 +leonade01,1979,1,KCA,AL,14,12,32,32,12,5,0,708,226,107,33,56,126,0.253,4.08,3,8,2,0,966,0,117,11,5,13 +lerchra01,1979,1,PHI,NL,10,13,37,35,6,1,0,642,228,89,20,60,92,0.281,3.74,4,4,3,1,899,0,98,11,15,15 +lewalde01,1979,1,LAN,NL,0,1,7,0,0,0,0,37,19,7,0,5,1,0.358,5.11,3,0,1,0,61,4,8,1,1,1 +lewisji01,1979,1,SEA,AL,0,0,2,0,0,0,0,7,10,4,1,1,0,0.625,15.43,0,0,0,0,17,1,7,0,0,0 +littema01,1979,1,SLN,NL,9,4,63,0,0,0,13,247,60,20,2,39,67,0.203,2.19,5,7,0,0,342,40,22,5,3,4 +lockwsk01,1979,1,NYN,NL,2,5,27,0,0,0,9,127,33,7,3,14,42,0.224,1.49,5,2,0,0,164,22,7,3,0,6 +lolicmi01,1979,1,SDN,NL,0,2,27,5,0,0,0,148,59,26,4,22,20,0.304,4.74,3,2,0,0,223,7,33,5,2,7 +lonboji01,1979,1,PHI,NL,0,1,4,1,0,0,0,22,14,9,3,4,7,0.389,11.05,0,0,1,0,41,2,10,0,0,0 +lopezau01,1979,1,DET,AL,10,5,61,0,0,0,21,381,95,34,12,51,106,0.210,2.41,3,3,3,0,519,49,37,8,5,10 +luebbst01,1979,1,TOR,AL,0,0,1,0,0,0,0,0,2,1,0,1,0,1.000,,0,0,0,0,3,0,1,0,0,0 +lylesp01,1979,1,TEX,AL,5,8,67,0,0,0,13,285,78,33,9,28,48,0.226,3.13,6,2,0,0,384,53,37,10,1,6 +mahlemi01,1979,1,ATL,NL,5,11,26,18,1,0,0,300,123,65,11,47,71,0.304,5.85,7,4,3,1,470,1,72,7,9,6 +mahleri01,1979,1,ATL,NL,0,0,15,0,0,0,0,66,28,15,4,11,12,0.311,6.14,2,1,0,1,101,5,16,0,0,2 +marshmi01,1979,1,MIN,AL,10,15,90,1,0,0,32,428,132,42,8,48,81,0.254,2.65,2,8,4,1,586,84,47,10,4,21 +martibu01,1979,1,ML4,AL,0,0,1,0,0,0,0,3,1,1,0,1,0,0.250,9.00,0,0,0,0,5,1,1,0,0,0 +martide01,1979,1,BAL,AL,15,16,40,39,18,3,0,877,279,119,28,78,132,0.253,3.66,1,9,1,2,1206,0,129,12,12,24 +martire01,1979,1,KCA,AL,0,3,25,0,0,0,5,104,32,20,1,14,25,0.248,5.19,3,2,1,0,149,11,20,3,2,5 +martisi01,1979,1,SLN,NL,15,8,32,29,7,2,0,620,204,75,14,67,102,0.259,3.27,2,3,0,2,867,2,92,5,7,21 +martiti01,1979,1,BAL,AL,10,3,39,0,0,0,3,234,59,25,0,31,61,0.210,2.88,4,6,1,0,318,23,29,2,3,6 +matlajo01,1979,1,TEX,AL,5,4,13,13,2,0,0,255,98,39,9,15,35,0.293,4.13,1,1,1,0,355,0,43,2,2,11 +matulri01,1979,1,ATL,NL,8,10,28,28,1,0,0,514,193,79,14,64,67,0.286,4.15,9,3,3,1,754,0,90,6,6,26 +mayru01,1979,1,MON,NL,10,3,33,7,2,1,0,281,88,24,4,31,67,0.255,2.31,4,1,4,2,393,8,30,9,4,9 +mccalla01,1979,1,TEX,AL,1,0,2,1,0,0,0,25,7,2,0,3,3,0.226,2.16,0,0,0,0,35,1,2,0,1,1 +mccatst01,1979,1,OAK,AL,11,12,31,23,8,0,0,557,207,87,17,80,87,0.284,4.22,8,2,10,0,841,4,106,14,9,9 +mcclubo01,1979,1,ML4,AL,5,2,36,0,0,0,5,153,53,22,6,24,37,0.269,3.88,0,5,3,0,229,16,29,2,3,5 +mcenawi01,1979,1,SLN,NL,0,3,45,0,0,0,2,192,60,21,3,16,15,0.251,2.95,8,0,2,1,267,21,26,6,4,4 +mcgloly01,1979,1,CHN,NL,13,14,42,29,6,1,2,636,236,97,27,55,147,0.283,4.12,8,1,3,1,906,6,103,7,8,15 +mcgratu01,1979,1,PHI,NL,4,3,65,1,0,0,16,251,83,48,9,29,57,0.259,5.16,7,2,2,0,357,43,56,2,3,5 +mcgresc01,1979,1,BAL,AL,13,6,27,23,7,2,0,524,165,65,19,23,81,0.248,3.35,0,1,2,1,706,3,70,10,6,10 +mclaubo01,1979,1,HOU,NL,1,2,12,0,0,0,0,49,22,10,2,4,12,0.314,5.51,0,1,0,0,76,3,15,1,1,0 +mclaubo01,1979,2,ATL,NL,1,1,37,1,0,0,0,149,63,27,2,16,45,0.303,4.89,6,1,2,0,230,12,33,3,1,2 +mclauby01,1979,1,SEA,AL,7,7,47,7,1,0,14,371,114,58,13,60,74,0.251,4.22,8,10,2,0,529,31,58,7,5,13 +mclaujo01,1979,1,ATL,NL,5,3,37,0,0,0,5,207,54,19,3,34,40,0.224,2.48,4,0,1,0,285,13,23,6,3,9 +mcwilla01,1979,1,ATL,NL,3,2,13,13,1,0,0,199,69,41,4,22,32,0.272,5.56,2,2,4,0,287,0,41,6,1,2 +medicdo01,1979,1,TEX,AL,10,7,29,19,4,1,0,447,156,69,9,49,58,0.269,4.17,3,4,4,0,647,1,78,9,4,10 +mendomi02,1979,1,HOU,NL,0,0,1,0,0,0,0,3,0,0,0,0,0,0.000,0.00,0,0,0,0,3,1,0,0,0,0 +messean01,1979,1,LAN,NL,2,4,11,11,1,0,0,187,55,34,9,34,26,0.244,4.91,2,3,0,0,266,0,34,6,1,5 +milledy01,1979,1,CAL,AL,1,0,14,1,0,0,0,106,44,13,2,13,16,0.319,3.31,0,1,2,0,157,8,14,0,4,4 +milledy01,1979,2,TOR,AL,0,0,10,0,0,0,0,46,27,18,3,5,7,0.391,10.57,0,2,0,0,75,5,18,0,1,3 +minetcr01,1979,1,OAK,AL,1,5,36,13,0,0,0,355,131,73,16,58,64,0.282,5.55,3,2,3,1,539,12,85,5,8,12 +mingost01,1979,1,KCA,AL,3,3,30,1,0,0,1,140,69,30,10,17,18,0.348,5.79,2,0,1,1,223,8,36,6,1,4 +mintogr01,1979,1,SFN,NL,4,3,46,0,0,0,4,239,59,16,0,27,33,0.215,1.81,7,8,2,2,314,18,25,9,1,14 +mirabpa01,1979,1,NYA,AL,0,4,10,1,0,0,0,43,16,14,3,10,4,0.276,8.79,1,3,1,0,71,0,15,2,0,1 +mitchpa01,1979,1,SEA,AL,1,4,10,6,1,0,0,110,46,18,4,15,18,0.309,4.42,0,1,0,0,166,1,26,1,1,5 +mitchpa01,1979,2,ML4,AL,3,3,18,8,0,0,0,225,81,48,11,10,32,0.276,5.76,0,0,3,0,312,4,50,0,6,8 +moffira01,1979,1,SFN,NL,2,5,28,0,0,0,2,105,53,30,5,14,16,0.356,7.71,6,1,2,0,170,13,33,4,1,3 +mongesi01,1979,1,CLE,AL,12,10,76,0,0,0,19,393,96,35,9,64,108,0.209,2.40,8,9,1,2,542,53,37,6,11,6 +montajo01,1979,1,SEA,AL,6,4,41,1,0,0,1,349,125,72,14,47,60,0.284,5.57,13,3,2,0,508,15,73,10,9,9 +montajo01,1979,2,CAL,AL,2,0,14,0,0,0,6,53,16,10,3,9,6,0.242,5.09,0,2,0,0,75,10,12,0,0,4 +montejo01,1979,1,SFN,NL,3,8,22,22,0,0,0,411,145,60,15,51,76,0.279,3.94,7,3,2,0,585,0,64,7,6,11 +mooreba02,1979,1,TOR,AL,5,7,34,16,5,0,0,418,135,75,17,79,51,0.262,4.84,4,8,8,1,614,9,85,8,4,23 +mooredo01,1979,1,CHN,NL,1,4,39,1,0,0,1,219,95,42,8,25,43,0.321,5.18,7,3,2,0,330,12,46,5,2,10 +morgami01,1979,1,OAK,AL,2,10,13,13,2,0,0,232,102,51,7,50,17,0.332,5.94,0,7,3,0,368,0,57,4,4,15 +morrija02,1979,1,DET,AL,17,7,27,27,9,1,0,593,179,72,19,59,113,0.244,3.28,4,9,4,1,806,0,76,3,6,27 +moskapa01,1979,1,CIN,NL,5,4,21,15,1,0,0,319,107,46,9,51,58,0.264,3.89,3,6,0,0,470,1,53,7,5,8 +murast01,1979,1,SDN,NL,4,4,38,5,0,0,2,219,57,25,6,37,59,0.217,3.08,2,1,1,1,309,12,30,6,2,5 +murphto02,1979,1,TOR,AL,1,2,10,0,0,0,0,55,23,11,1,8,6,0.311,5.40,0,0,0,0,82,5,11,0,0,3 +murrada01,1979,1,NYN,NL,4,8,58,0,0,0,4,291,105,52,6,52,37,0.287,4.82,14,3,0,0,428,24,58,7,3,13 +murrada01,1979,2,MON,NL,1,2,9,0,0,0,1,40,14,4,1,3,4,0.292,2.70,2,0,0,0,53,3,4,1,1,2 +nastuph01,1979,1,SFN,NL,3,4,25,14,1,0,0,300,105,48,14,41,47,0.272,4.32,5,2,2,0,435,1,51,5,1,10 +niekrjo01,1979,1,HOU,NL,21,11,38,38,11,5,0,791,221,88,17,107,119,0.228,3.00,1,19,7,0,1095,0,102,6,5,27 +niekrph01,1979,1,ATL,NL,21,20,44,44,23,1,0,1026,311,129,41,113,208,0.241,3.39,8,18,11,4,1436,0,160,14,7,24 +niemara01,1979,1,HOU,NL,3,2,26,7,3,2,1,201,68,28,1,22,24,0.272,3.76,3,0,1,2,287,4,32,8,6,7 +nolesdi01,1979,1,PHI,NL,3,4,14,14,0,0,0,270,80,38,6,38,42,0.246,3.80,2,1,2,2,377,0,40,8,4,6 +nordhwa01,1979,1,CHA,AL,0,0,2,0,0,0,0,6,2,2,0,1,2,0.286,9.00,0,0,0,0,8,2,2,0,0,1 +normafr01,1979,1,CIN,NL,11,13,34,31,5,0,0,586,193,79,14,57,95,0.258,3.64,4,2,0,1,817,0,86,7,5,13 +norrimi01,1979,1,OAK,AL,5,8,29,18,3,0,0,439,146,78,11,94,96,0.265,4.80,9,10,9,1,669,3,87,6,9,8 +obrieda03,1979,1,SLN,NL,1,1,6,0,0,0,0,33,21,10,0,3,5,0.420,8.18,0,0,0,0,55,4,10,0,2,0 +oroscje01,1979,1,NYN,NL,1,2,18,2,0,0,0,105,33,19,4,22,22,0.260,4.89,0,0,2,0,154,6,20,3,0,1 +owchibo01,1979,1,SDN,NL,6,12,42,20,2,0,0,448,144,62,16,55,66,0.259,3.74,6,3,2,0,631,7,73,16,3,14 +paceljo01,1979,1,NYN,NL,0,2,4,3,0,0,0,49,16,8,0,4,12,0.246,4.41,0,0,0,0,69,0,8,0,0,1 +palmeda01,1979,1,MON,NL,10,2,36,11,2,1,2,368,110,36,10,30,72,0.237,2.64,7,2,2,0,502,13,41,4,2,7 +palmeji01,1979,1,BAL,AL,10,6,23,22,7,0,0,467,144,57,12,43,67,0.246,3.30,0,1,0,0,639,1,66,5,5,12 +parromi01,1979,1,SEA,AL,14,12,38,30,13,2,0,688,231,96,17,86,127,0.267,3.77,16,1,6,1,973,4,104,11,5,27 +paschbi01,1979,1,KCA,AL,0,1,7,0,0,0,0,41,18,10,2,5,3,0.300,6.59,3,0,2,0,68,5,11,0,1,0 +pastofr01,1979,1,CIN,NL,6,7,30,9,2,1,4,286,102,45,8,23,63,0.271,4.25,5,2,1,0,407,10,47,5,2,3 +patteda03,1979,1,LAN,NL,4,1,36,0,0,0,6,159,62,31,5,22,34,0.292,5.26,6,0,0,0,238,19,35,2,2,2 +pattima01,1979,1,KCA,AL,5,2,31,7,1,0,3,283,109,48,11,21,41,0.293,4.58,2,4,1,0,403,11,50,5,4,11 +paxtomi01,1979,1,CLE,AL,8,8,33,24,3,0,0,479,210,105,14,52,70,0.315,5.92,1,3,2,1,733,1,118,5,7,12 +perryga01,1979,1,SDN,NL,12,11,32,32,10,0,0,698,225,79,12,67,140,0.257,3.06,10,6,4,0,963,0,90,14,2,20 +petryda01,1979,1,DET,AL,6,5,15,15,2,0,0,294,90,43,11,33,43,0.254,3.95,5,3,4,1,401,0,46,5,5,10 +pladsgo01,1979,1,HOU,NL,0,0,4,0,0,0,0,12,9,2,1,2,2,0.450,4.50,0,0,0,0,22,2,2,0,0,1 +planked02,1979,1,SFN,NL,0,0,4,0,0,0,0,11,9,3,0,2,1,0.450,7.36,1,0,0,0,22,3,5,0,0,0 +prolymi01,1979,1,CHA,AL,3,8,38,6,0,0,9,265,89,38,6,40,32,0.260,3.87,7,5,1,0,387,24,43,1,3,6 +quiseda01,1979,1,KCA,AL,3,2,32,0,0,0,5,120,42,14,5,7,13,0.278,3.15,5,1,0,0,163,21,16,3,2,9 +rainech01,1979,1,BOS,AL,8,5,20,16,4,1,1,311,97,44,7,41,41,0.250,3.82,1,3,3,0,437,2,47,3,2,13 +rajsida01,1979,1,TEX,AL,1,3,27,3,0,0,0,161,56,21,7,18,32,0.267,3.52,0,0,0,0,229,8,25,1,0,2 +rasmuer01,1979,1,SDN,NL,6,9,45,20,5,3,3,470,142,57,9,42,54,0.244,3.27,6,0,0,4,643,11,59,12,7,15 +raudo01,1979,1,LAN,NL,1,5,11,11,1,1,0,168,73,33,3,22,28,0.320,5.30,0,1,4,0,260,0,37,2,4,3 +rautzla01,1979,1,LAN,NL,0,2,12,0,0,0,1,29,9,8,0,11,5,0.273,7.45,2,2,1,0,47,10,9,0,2,1 +rautzla01,1979,2,ML4,AL,0,0,3,0,0,0,0,9,3,3,0,10,2,0.300,9.00,0,4,0,0,20,0,3,0,0,0 +rawlesh01,1979,1,SEA,AL,5,9,48,3,0,0,11,253,88,36,2,40,48,0.278,3.84,5,5,1,0,364,30,40,3,4,10 +reardje01,1979,1,NYN,NL,1,2,18,0,0,0,2,62,12,4,2,9,10,0.174,1.74,3,2,0,0,81,10,7,2,1,2 +redfepe01,1979,1,MIN,AL,7,3,40,6,0,0,1,325,106,42,8,35,85,0.258,3.49,0,5,1,1,455,13,45,4,4,6 +reedro01,1979,1,PHI,NL,13,8,61,0,0,0,5,306,110,47,9,32,58,0.278,4.15,9,3,2,0,439,37,52,5,4,13 +remmewi01,1979,1,BOS,AL,1,0,8,0,0,0,0,61,26,16,1,12,16,0.317,7.08,1,0,1,0,97,4,16,0,2,3 +renkost01,1979,1,BOS,AL,11,9,27,27,4,1,0,513,174,78,22,53,99,0.260,4.11,1,3,2,0,730,0,86,3,4,6 +reploan01,1979,1,ML4,AL,0,0,3,0,0,0,0,24,13,5,0,2,2,0.382,5.63,0,0,0,0,36,0,5,0,0,2 +reuscpa01,1979,1,CLE,AL,2,1,17,1,0,0,1,136,73,40,7,11,22,0.365,7.94,0,0,0,0,212,5,43,1,0,8 +reuscri01,1979,1,CHN,NL,18,12,36,36,5,1,0,717,251,96,16,75,125,0.274,3.62,8,5,10,0,1021,0,104,13,6,24 +reussje01,1979,1,LAN,NL,7,14,39,21,4,1,3,480,178,63,4,60,83,0.282,3.54,7,7,3,0,712,11,88,17,0,12 +rhoderi01,1979,1,PIT,NL,0,1,1,1,0,0,0,15,5,4,0,2,2,0.263,7.20,0,0,0,0,21,0,4,0,0,1 +riccefr01,1979,1,HOU,NL,2,2,11,2,0,0,0,66,22,10,0,18,20,0.262,4.09,0,2,0,0,103,3,11,1,0,0 +richajr01,1979,1,HOU,NL,18,13,38,38,19,4,0,877,220,88,13,98,313,0.209,2.71,5,19,3,1,1175,0,98,14,8,17 +righeda01,1979,1,NYA,AL,0,1,3,3,0,0,0,52,10,7,2,10,13,0.182,3.63,0,0,0,0,67,0,7,1,1,0 +rileyge01,1979,1,CHN,NL,0,1,4,1,0,0,0,39,16,8,1,6,5,0.320,5.54,1,0,2,0,59,0,9,1,0,1 +rineeje01,1979,1,BAL,AL,0,0,1,0,0,0,0,3,0,0,0,0,0,0.000,0.00,0,0,0,0,2,0,0,0,0,1 +ripleal01,1979,1,BOS,AL,3,1,16,3,0,0,1,194,77,37,9,25,34,0.295,5.15,5,3,3,0,292,4,42,2,1,6 +robbibr01,1979,1,DET,AL,3,3,10,8,0,0,0,138,45,20,3,21,22,0.265,3.91,0,4,0,0,194,0,21,1,2,8 +roberbe01,1979,1,HOU,NL,3,0,26,0,0,0,4,96,20,6,0,17,13,0.196,1.69,0,2,0,0,120,12,6,0,1,6 +roberda05,1979,1,SFN,NL,0,2,26,1,0,0,3,126,42,12,3,18,23,0.263,2.57,3,2,1,0,182,11,15,2,1,4 +roberda05,1979,2,PIT,NL,5,2,21,3,0,0,1,116,47,14,1,12,15,0.318,3.26,4,0,1,0,170,5,18,6,3,7 +robinde01,1979,1,CHA,AL,0,1,11,0,0,0,0,43,11,10,1,9,5,0.212,6.28,2,0,0,0,61,7,12,0,0,0 +robindo01,1979,1,PIT,NL,8,8,29,25,4,0,0,482,171,69,12,52,96,0.277,3.87,5,6,4,1,684,1,74,6,5,15 +rodried01,1979,1,KCA,AL,4,1,29,1,1,0,2,223,79,40,9,34,26,0.276,4.84,4,4,3,0,330,13,42,3,4,3 +rogerst01,1979,1,MON,NL,13,12,37,37,13,5,0,746,232,83,14,78,143,0.251,3.00,9,10,4,0,1032,0,97,21,6,19 +romoen01,1979,1,PIT,NL,10,5,84,0,0,0,5,388,122,43,11,43,106,0.253,2.99,9,6,3,6,537,25,50,7,2,8 +rondogi01,1979,1,CHA,AL,0,0,4,0,0,0,0,29,11,4,2,6,3,0.282,3.72,0,2,0,0,46,0,5,0,1,0 +rookeji01,1979,1,PIT,NL,4,7,19,17,1,0,0,311,106,53,11,39,44,0.266,4.60,5,6,0,0,444,0,58,3,3,7 +rozemda01,1979,1,DET,AL,4,4,16,16,4,1,0,292,101,38,12,30,33,0.270,3.51,2,2,6,0,424,0,52,7,7,12 +ruhleve01,1979,1,HOU,NL,2,6,13,10,2,2,0,199,64,30,9,8,33,0.249,4.07,0,2,2,0,269,0,33,2,0,5 +ruthvdi01,1979,1,PHI,NL,7,5,20,20,3,2,0,367,121,58,10,37,58,0.256,4.27,6,3,2,0,518,0,59,4,2,5 +ryanno01,1979,1,CAL,AL,16,14,34,34,17,5,0,668,169,89,15,114,223,0.212,3.60,3,9,6,0,937,0,104,8,10,14 +sambijo01,1979,1,HOU,NL,8,7,63,0,0,0,22,274,80,18,8,23,83,0.235,1.77,4,0,4,0,375,51,20,6,2,5 +sandesc01,1979,1,MON,NL,9,8,34,24,5,3,1,504,148,64,16,54,138,0.236,3.43,4,2,3,3,696,3,69,5,7,5 +sarmima01,1979,1,CIN,NL,0,4,23,1,0,0,0,116,47,20,2,7,23,0.311,4.66,2,0,1,0,164,5,21,1,4,4 +saucike01,1979,1,PHI,NL,1,4,29,2,0,0,1,187,68,29,4,33,21,0.291,4.19,3,1,3,0,277,7,31,4,3,8 +scarbra02,1979,1,CHA,AL,2,8,45,5,0,0,4,304,102,52,9,34,45,0.262,4.62,3,6,3,0,436,15,56,6,3,6 +schatda01,1979,1,MON,NL,10,5,32,21,3,0,1,486,136,51,17,59,106,0.225,2.83,2,6,1,0,677,4,57,10,3,4 +schuero01,1979,1,CHA,AL,0,1,8,1,0,0,0,59,19,16,3,13,6,0.264,7.32,1,1,2,0,90,5,16,1,2,1 +schulbu01,1979,1,SLN,NL,4,3,31,0,0,0,3,127,40,21,7,14,38,0.256,4.46,5,2,0,0,178,12,21,5,3,0 +schulda01,1979,1,CAL,AL,0,0,1,0,0,0,0,5,2,2,1,0,0,0.333,10.80,0,1,0,0,7,1,2,0,1,0 +scottmi03,1979,1,NYN,NL,1,3,18,9,0,0,0,157,59,31,4,20,21,0.289,5.33,3,1,0,1,229,0,35,4,1,6 +seamaki01,1979,1,SLN,NL,0,0,1,0,0,0,0,6,0,0,0,2,3,0.000,0.00,0,0,0,0,8,1,0,0,0,0 +seaveto01,1979,1,CIN,NL,16,6,32,32,9,5,0,645,187,75,16,61,131,0.236,3.14,6,4,0,0,868,0,85,10,6,19 +serumga01,1979,1,MIN,AL,1,3,20,5,0,0,0,192,93,47,10,20,31,0.354,6.61,2,1,0,0,287,7,47,3,1,13 +shirlbo01,1979,1,SDN,NL,8,16,49,25,4,1,0,615,196,77,15,59,117,0.257,3.38,8,0,6,0,843,13,89,9,7,14 +skokcr01,1979,1,ATL,NL,1,3,44,0,0,0,2,163,58,24,7,17,30,0.282,3.98,2,2,3,0,232,19,26,3,3,6 +slaglro01,1979,1,NYA,AL,0,0,1,0,0,0,0,6,0,0,0,0,2,0.000,0.00,0,0,0,0,6,1,0,0,0,0 +slatoji01,1979,1,ML4,AL,15,9,32,31,12,3,0,639,229,86,15,54,80,0.278,3.63,1,5,2,0,894,0,95,5,8,18 +solomed01,1979,1,ATL,NL,7,14,31,30,4,0,0,558,184,87,19,51,96,0.254,4.21,4,2,6,0,792,1,98,7,3,9 +sorenla01,1979,1,ML4,AL,15,14,34,34,16,2,0,706,250,104,30,42,63,0.275,3.98,3,3,4,0,967,0,113,8,3,25 +sosael01,1979,1,MON,NL,8,7,62,0,0,0,18,290,77,21,2,37,59,0.220,1.96,11,1,2,0,396,41,24,5,1,6 +sotoma01,1979,1,CIN,NL,3,2,25,0,0,0,0,112,33,22,2,30,32,0.243,5.30,2,0,1,0,169,7,25,1,1,2 +spillda01,1979,1,CLE,AL,9,5,49,13,3,0,1,473,153,81,16,64,97,0.256,4.62,4,5,3,0,680,14,82,8,8,9 +splitpa01,1979,1,KCA,AL,15,17,36,35,11,0,0,720,248,113,25,77,77,0.268,4.24,1,1,5,0,1026,0,137,9,11,23 +sprowbo01,1979,1,HOU,NL,0,0,3,0,0,0,0,12,1,0,0,2,3,0.083,0.00,0,0,0,0,14,0,0,0,0,1 +stanfke01,1979,1,MIN,AL,0,0,3,0,0,0,0,9,2,2,0,0,0,0.200,6.00,0,0,0,0,10,0,2,0,0,1 +stanhdo01,1979,1,BAL,AL,7,3,52,0,0,0,21,218,49,23,4,51,34,0.202,2.85,7,2,1,1,307,46,24,4,8,14 +stanlbo01,1979,1,BOS,AL,16,12,40,30,9,4,1,650,250,96,14,44,56,0.294,3.99,4,0,4,0,914,7,110,11,6,35 +steinra02,1979,1,SEA,AL,2,3,23,1,0,0,0,124,48,27,7,27,39,0.291,5.88,4,2,1,0,197,12,29,2,2,3 +stewasa01,1979,1,BAL,AL,8,5,31,3,1,0,1,353,96,46,11,71,71,0.232,3.52,4,5,5,1,498,10,47,5,3,13 +stiebda01,1979,1,TOR,AL,8,8,18,18,7,1,0,388,139,62,11,48,52,0.276,4.31,3,3,4,1,563,0,70,4,4,12 +stoddti01,1979,1,BAL,AL,3,1,29,0,0,0,3,174,44,11,3,19,47,0.212,1.71,2,3,0,0,228,15,12,1,0,9 +stonest01,1979,1,BAL,AL,11,7,32,32,3,0,0,558,173,78,31,73,96,0.248,3.77,1,3,1,0,781,0,91,8,1,13 +sutclri01,1979,1,LAN,NL,17,10,39,30,5,1,0,726,217,93,16,97,117,0.243,3.46,6,8,2,6,1016,2,104,16,9,15 +suttebr01,1979,1,CHN,NL,6,6,62,0,0,0,37,304,67,25,3,32,110,0.186,2.22,5,9,0,0,403,56,29,6,4,5 +suttodo01,1979,1,LAN,NL,12,15,33,32,6,1,1,678,201,96,21,61,146,0.239,3.82,6,4,1,1,927,1,109,15,9,9 +swancr01,1979,1,NYN,NL,14,13,35,35,10,3,0,754,241,92,20,57,145,0.255,3.29,9,2,2,1,1027,0,102,13,9,20 +sykesbo01,1979,1,SLN,NL,4,3,13,11,0,0,0,201,86,46,11,34,35,0.315,6.18,2,4,1,1,310,1,49,1,1,9 +tananfr01,1979,1,CAL,AL,7,5,18,17,2,1,0,271,93,39,9,25,46,0.264,3.89,0,6,2,1,382,0,44,1,2,9 +taylobr01,1979,1,DET,AL,1,2,10,0,0,0,0,56,16,10,1,7,8,0.242,4.82,2,0,2,0,81,8,13,4,2,1 +tekulke01,1979,1,PIT,NL,10,8,94,0,0,0,31,403,109,41,5,49,75,0.222,2.75,20,4,2,0,550,67,46,7,2,18 +tellmto01,1979,1,SDN,NL,0,0,1,0,0,0,0,8,7,5,1,0,1,0.467,16.88,0,0,0,0,15,0,5,0,0,0 +terreje01,1979,1,KCA,AL,0,0,1,0,0,0,0,3,0,0,0,0,0,0.000,0.00,0,0,0,0,3,1,0,0,0,0 +thomaro02,1979,1,SLN,NL,3,4,26,6,0,0,1,231,66,25,9,24,44,0.237,2.92,3,3,0,0,308,4,29,6,0,8 +thormpa01,1979,1,MIN,AL,0,0,1,0,0,0,0,3,3,1,1,0,1,0.500,9.00,0,0,0,0,6,0,1,0,0,0 +throoge01,1979,1,KCA,AL,0,0,4,0,0,0,0,8,7,4,0,5,1,0.467,13.50,2,0,0,0,20,2,4,0,0,0 +throoge01,1979,2,HOU,NL,1,0,14,0,0,0,0,67,23,8,4,11,15,0.271,3.22,0,1,1,0,100,2,10,2,1,1 +tiantlu01,1979,1,NYA,AL,13,8,30,30,5,1,0,587,190,85,22,53,104,0.251,3.91,1,0,0,0,819,0,94,5,5,9 +tidrodi01,1979,1,NYA,AL,2,1,14,0,0,0,2,68,38,20,5,4,7,0.409,7.94,0,2,0,0,101,10,20,2,2,8 +tidrodi01,1979,2,CHN,NL,11,5,63,0,0,0,4,308,86,31,5,42,68,0.231,2.72,11,3,2,0,425,27,35,6,3,8 +tobikda01,1979,1,DET,AL,3,5,37,0,0,0,3,206,59,33,12,25,48,0.231,4.33,5,4,0,0,287,19,34,2,5,2 +toddja01,1979,1,TOR,AL,0,1,12,1,0,0,0,97,40,21,7,7,14,0.299,5.85,0,2,1,0,144,7,26,0,2,2 +toddji01,1979,1,OAK,AL,2,5,51,0,0,0,2,243,108,59,12,51,26,0.329,6.56,10,5,2,0,391,21,66,3,7,9 +tomlida01,1979,1,CIN,NL,2,2,53,0,0,0,1,175,59,17,3,18,30,0.269,2.62,5,2,1,0,244,17,29,4,2,7 +torremi01,1979,1,BOS,AL,16,13,36,36,12,1,0,757,254,126,20,121,125,0.264,4.49,8,6,5,2,1109,0,144,10,11,23 +torrepa01,1979,1,CHA,AL,0,0,3,0,0,0,0,17,5,1,1,2,1,0.250,1.59,0,1,0,0,24,2,1,2,0,0 +travebi01,1979,1,ML4,AL,14,8,30,27,9,2,0,562,196,81,33,45,74,0.270,3.89,0,6,3,0,785,2,89,5,6,14 +troutst01,1979,1,CHA,AL,11,8,34,18,6,2,4,465,165,67,10,59,76,0.274,3.89,5,1,5,0,677,12,77,6,3,17 +tudorjo01,1979,1,BOS,AL,1,2,6,6,1,0,0,84,39,20,2,9,11,0.345,6.43,1,0,0,0,128,0,23,3,3,3 +twitcwa01,1979,1,NYN,NL,5,3,33,2,0,0,0,191,55,37,6,55,44,0.243,5.23,8,1,4,1,294,9,44,6,3,6 +twitcwa01,1979,2,SEA,AL,0,2,4,2,0,0,0,41,11,8,2,10,5,0.224,5.27,0,3,2,0,64,0,11,1,1,0 +underpa01,1979,1,DET,AL,6,4,27,15,1,0,0,365,126,62,17,29,83,0.269,4.59,1,3,2,0,508,4,64,5,3,6 +underto01,1979,1,TOR,AL,9,16,33,32,12,1,0,681,213,93,23,95,127,0.253,3.69,3,11,9,0,963,0,113,11,6,22 +urreajo01,1979,1,SLN,NL,0,0,3,2,0,0,0,34,13,5,0,9,5,0.310,3.97,0,1,0,0,51,0,7,0,0,0 +vasqura01,1979,1,SEA,AL,1,0,9,0,0,0,0,48,23,9,4,6,9,0.354,5.06,1,0,1,0,73,8,9,0,1,2 +vuckope01,1979,1,SLN,NL,15,10,34,32,9,0,0,699,229,93,22,64,145,0.260,3.59,4,7,3,3,968,0,108,14,5,15 +waitsri01,1979,1,CLE,AL,16,13,34,34,8,3,0,693,230,114,26,91,91,0.264,4.44,1,5,4,0,982,0,123,9,6,28 +welchbo01,1979,1,LAN,NL,5,6,25,12,1,0,5,244,82,36,7,32,64,0.265,3.98,4,0,3,0,349,10,42,4,1,6 +whitsed01,1979,1,PIT,NL,2,3,19,7,0,0,1,173,53,28,6,36,31,0.238,4.37,3,2,1,1,263,4,36,3,0,3 +whitsed01,1979,2,SFN,NL,5,8,18,17,2,0,0,301,98,44,5,39,62,0.254,3.95,6,3,4,1,439,1,47,7,3,2 +wihtosa01,1979,1,CLE,AL,0,0,5,0,0,0,0,32,10,4,0,3,6,0.238,3.38,0,0,0,0,45,0,4,0,0,0 +wilcomi01,1979,1,DET,AL,12,10,33,29,7,0,0,589,201,95,18,73,109,0.267,4.35,8,4,11,0,854,1,105,10,8,16 +wilkier01,1979,1,CLE,AL,2,4,16,14,0,0,0,209,77,34,4,38,52,0.289,4.39,1,1,4,0,316,0,41,6,2,6 +willimi01,1979,1,TOR,AL,0,3,17,1,0,0,0,80,35,25,1,16,8,0.333,8.44,2,3,1,0,128,7,27,4,2,2 +williri03,1979,1,HOU,NL,4,7,31,16,2,2,0,364,122,44,6,30,37,0.261,3.26,1,0,2,1,508,3,45,5,3,13 +wilsoga02,1979,1,HOU,NL,0,0,6,0,0,0,0,22,15,10,2,6,6,0.441,12.27,0,1,0,0,42,3,11,0,2,0 +wirthal01,1979,1,OAK,AL,1,0,5,1,0,0,0,36,14,8,2,8,7,0.298,6.00,0,0,1,0,58,0,8,1,1,0 +wiseri01,1979,1,CLE,AL,15,10,34,34,9,2,0,695,229,96,24,68,108,0.256,3.73,9,2,1,0,979,0,111,7,8,10 +worthri01,1979,1,CHA,AL,14,14,34,33,5,0,0,612,195,111,21,100,119,0.255,4.90,3,14,3,3,889,0,126,10,10,13 +wrighji02,1979,1,BOS,AL,1,0,11,1,0,0,0,69,19,13,5,7,15,0.226,5.09,1,0,3,0,96,3,13,0,2,0 +youngki01,1979,1,DET,AL,2,2,13,7,0,0,0,131,60,31,11,11,22,0.323,6.39,0,0,1,0,200,3,32,1,1,1 +zachrpa01,1979,1,NYN,NL,5,1,7,7,1,0,0,128,44,17,3,21,17,0.267,3.59,2,1,2,1,194,0,19,6,0,1 +zahnge01,1979,1,MIN,AL,13,7,26,24,4,0,0,507,181,67,13,41,58,0.279,3.57,1,1,0,0,702,1,74,7,6,26 +aasedo01,1980,1,CAL,AL,8,13,40,21,5,1,2,525,193,79,13,66,74,0.287,4.06,3,2,1,1,761,6,83,12,9,20 +abbotgl01,1980,1,SEA,AL,12,12,31,31,7,2,0,645,228,98,27,49,78,0.272,4.10,4,1,3,1,903,0,110,10,4,24 +alexado01,1980,1,ATL,NL,14,11,35,35,7,1,0,695,227,108,20,74,114,0.256,4.20,5,3,4,0,981,0,120,12,4,19 +allarbr01,1980,1,TEX,AL,0,1,5,2,0,0,0,43,13,9,0,10,10,0.236,5.65,1,1,1,0,67,2,13,0,1,1 +allenne01,1980,1,NYN,NL,7,10,59,0,0,0,22,292,87,40,7,40,79,0.244,3.70,9,2,0,1,407,47,43,6,4,8 +anderri01,1980,1,SEA,AL,0,0,5,2,0,0,0,29,8,4,1,10,7,0.229,3.72,2,1,0,0,46,3,5,1,0,1 +andujjo01,1980,1,HOU,NL,3,8,35,14,0,0,2,366,132,53,8,43,75,0.277,3.91,2,2,0,0,529,5,59,7,3,8 +apontlu01,1980,1,BOS,AL,0,0,4,0,0,0,0,21,6,1,0,2,1,0.250,1.29,1,0,0,0,28,3,1,2,0,1 +armstmi01,1980,1,SDN,NL,0,0,11,0,0,0,0,43,16,9,3,13,14,0.296,5.65,5,0,0,0,67,4,10,0,0,2 +arroyfe01,1980,1,MIN,AL,6,6,21,11,1,1,0,277,97,48,7,32,27,0.273,4.68,2,4,2,3,396,4,55,1,6,10 +augusje01,1980,1,ML4,AL,4,3,39,1,0,0,2,209,83,35,5,36,22,0.301,4.52,5,3,2,0,321,17,37,4,3,11 +babcobo01,1980,1,TEX,AL,1,2,19,0,0,0,0,70,20,12,3,8,15,0.238,4.63,1,1,2,0,98,8,13,1,3,4 +bacsimi01,1980,1,MIN,AL,0,0,10,0,0,0,0,69,26,11,1,11,9,0.286,4.30,0,0,0,0,104,9,12,1,1,3 +bahnsst01,1980,1,MON,NL,7,6,57,0,0,0,4,274,80,31,7,33,48,0.235,3.05,4,6,0,0,383,19,40,6,3,4 +bailobo01,1980,1,TOR,AL,0,0,3,0,0,0,0,7,4,2,0,1,0,0.364,7.71,0,0,0,0,12,2,2,0,0,0 +bairdo01,1980,1,CIN,NL,3,6,61,0,0,0,6,255,91,40,7,39,62,0.277,4.24,10,5,1,0,377,38,42,4,4,4 +bannifl01,1980,1,SEA,AL,9,13,32,32,8,0,0,653,200,84,24,66,155,0.239,3.47,6,7,2,0,918,0,96,8,5,13 +barkele01,1980,1,CLE,AL,19,12,36,36,8,1,0,739,237,114,17,92,187,0.252,4.17,3,14,3,1,1052,0,127,7,9,16 +barlomi01,1980,1,TOR,AL,3,1,40,1,0,0,5,165,57,25,4,21,19,0.273,4.09,4,5,2,0,237,19,29,4,1,6 +barrifr01,1980,1,CHA,AL,1,1,3,3,0,0,0,49,21,9,4,8,2,0.323,4.96,0,0,1,0,75,0,9,0,1,4 +barrji01,1980,1,CAL,AL,1,4,24,7,0,0,1,204,90,42,12,23,22,0.323,5.56,2,2,3,0,311,8,43,0,6,9 +baumgro01,1980,1,CHA,AL,2,12,24,23,3,1,0,408,127,52,10,52,66,0.256,3.44,0,6,1,2,566,0,60,10,6,11 +beardda01,1980,1,OAK,AL,0,1,13,0,0,0,1,48,12,6,0,7,12,0.218,3.38,1,0,1,0,64,9,6,0,1,2 +beattji01,1980,1,SEA,AL,5,15,33,29,3,0,0,562,205,101,19,98,67,0.286,4.85,9,4,4,2,831,1,115,6,6,27 +beckwjo01,1980,1,LAN,NL,3,3,38,0,0,0,0,179,60,13,1,23,40,0.263,1.96,4,4,1,0,258,16,17,4,2,5 +berenbr01,1980,1,CIN,NL,2,2,6,6,0,0,0,83,34,24,1,23,19,0.318,7.81,0,3,0,0,132,0,26,2,0,4 +berenju01,1980,1,NYN,NL,0,1,6,0,0,0,0,28,9,6,1,10,7,0.250,5.79,2,0,0,0,46,4,9,0,0,1 +bibbyji01,1980,1,PIT,NL,19,6,35,34,6,1,0,715,210,88,20,88,144,0.238,3.32,3,5,6,3,985,1,95,6,4,18 +billija01,1980,1,DET,AL,0,0,8,0,0,0,0,22,11,6,1,6,3,0.355,7.36,1,0,0,0,38,3,6,0,1,1 +billija01,1980,2,BOS,AL,1,3,7,4,0,0,0,73,45,30,6,12,4,0.413,11.10,0,1,4,0,128,0,30,2,1,3 +birddo01,1980,1,NYA,AL,3,0,22,1,0,0,1,152,47,15,3,14,17,0.257,2.66,1,1,1,0,205,7,16,3,4,5 +blairde01,1980,1,SDN,NL,0,1,5,1,0,0,0,42,18,10,3,3,11,0.310,6.43,0,1,0,0,61,0,10,0,0,1 +bluevi01,1980,1,SFN,NL,14,10,31,31,10,3,0,672,202,74,14,61,129,0.242,2.97,8,3,0,2,914,0,79,13,6,15 +blylebe01,1980,1,PIT,NL,8,13,34,32,5,2,0,650,219,92,20,59,168,0.262,3.82,5,2,0,1,907,1,102,10,2,12 +boddimi01,1980,1,BAL,AL,0,1,1,1,0,0,0,22,6,5,1,5,4,0.207,6.14,0,0,0,0,34,0,6,0,0,0 +boggsto01,1980,1,ATL,NL,12,9,32,26,4,3,0,577,180,73,14,46,84,0.249,3.42,0,4,4,2,792,1,80,13,7,18 +boitada01,1980,1,ML4,AL,0,1,11,0,0,0,0,53,26,16,7,6,11,0.342,8.15,0,4,1,0,85,1,17,1,1,2 +bombama01,1980,1,NYN,NL,10,8,36,25,2,1,0,488,191,74,17,49,68,0.297,4.09,3,4,4,0,710,2,80,7,6,14 +bonhabi01,1980,1,CIN,NL,2,1,4,4,0,0,0,57,21,10,1,5,13,0.276,4.74,0,0,0,0,81,0,10,0,0,1 +borbope01,1980,1,SLN,NL,1,0,10,0,0,0,1,57,17,8,3,10,4,0.250,3.79,2,1,0,0,84,4,10,2,4,0 +bordiri01,1980,1,OAK,AL,0,0,1,0,0,0,0,6,4,1,0,0,0,0.400,4.50,0,0,0,0,10,0,1,0,0,0 +bordlbi01,1980,1,SFN,NL,2,3,8,6,0,0,0,92,34,16,3,21,11,0.288,4.70,1,1,0,0,141,0,19,2,0,3 +bottira01,1980,1,CAL,AL,0,3,6,6,0,0,0,79,40,17,1,13,12,0.348,5.81,0,2,0,0,130,0,20,1,1,1 +bradfla01,1980,1,ATL,NL,3,4,56,0,0,0,4,166,49,15,3,22,32,0.243,2.44,8,3,1,0,232,24,20,5,2,4 +breinfr01,1980,1,SFN,NL,0,0,5,0,0,0,0,20,8,4,0,4,3,0.333,5.40,1,0,1,0,30,1,4,1,0,1 +brettke01,1980,1,KCA,AL,0,0,8,0,0,0,1,40,8,0,0,5,4,0.174,0.00,0,0,1,0,54,3,0,2,0,2 +brusswa01,1980,1,PHI,NL,2,2,26,0,0,0,0,116,42,16,3,13,21,0.286,3.72,2,0,0,0,165,12,16,5,0,6 +burgmto01,1980,1,BOS,AL,5,4,62,0,0,0,24,297,87,22,3,20,54,0.241,2.00,3,1,2,0,391,38,30,6,2,19 +burnsbr01,1980,1,CHA,AL,15,13,34,32,11,1,0,714,213,75,17,63,133,0.241,2.84,2,1,4,4,970,1,83,15,5,14 +burnssh01,1980,1,CIN,NL,1,0,7,0,0,0,0,14,6,1,1,1,2,0.333,1.93,0,0,0,0,19,3,1,0,0,2 +burrira01,1980,1,NYN,NL,7,13,29,29,1,0,0,511,181,76,20,54,83,0.277,4.02,5,5,4,2,726,0,86,8,7,12 +busbyst01,1980,1,KCA,AL,1,3,11,6,0,0,0,127,59,29,3,19,12,0.335,6.17,0,4,2,0,199,2,30,0,2,4 +busketo01,1980,1,TOR,AL,3,1,33,0,0,0,0,200,68,33,11,26,34,0.278,4.46,6,1,0,0,279,9,35,3,5,10 +butchjo01,1980,1,TEX,AL,3,3,6,6,1,0,0,106,34,16,2,13,27,0.248,4.08,0,1,0,0,152,0,19,2,0,1 +bystrma01,1980,1,PHI,NL,5,0,6,5,1,1,0,108,26,6,1,9,21,0.195,1.50,0,1,0,0,142,1,6,0,0,2 +caldwmi01,1980,1,ML4,AL,13,11,34,33,11,2,1,676,248,101,29,56,74,0.285,4.03,2,3,2,2,940,1,112,6,7,33 +camacer01,1980,1,OAK,AL,0,0,5,0,0,0,0,35,20,9,2,5,9,0.364,6.94,0,2,1,0,61,2,9,0,0,0 +campbbi02,1980,1,BOS,AL,4,0,23,0,0,0,0,124,44,22,1,22,17,0.284,4.79,0,3,0,0,180,11,26,0,3,6 +campri01,1980,1,ATL,NL,6,4,77,0,0,0,22,325,92,23,3,29,33,0.235,1.91,8,2,4,0,440,44,26,10,5,16 +candejo01,1980,1,PIT,NL,11,14,35,34,7,0,1,700,246,104,14,50,97,0.276,4.01,4,0,3,2,969,1,114,14,12,25 +capildo01,1980,1,CHN,NL,2,8,39,11,0,0,0,269,82,41,7,51,51,0.253,4.12,5,6,3,4,387,6,46,4,5,7 +carltst01,1980,1,PHI,NL,24,9,38,38,13,3,0,912,243,79,15,90,286,0.218,2.34,12,17,2,7,1228,0,87,14,8,14 +castibo01,1980,1,LAN,NL,8,6,61,0,0,0,5,295,70,30,4,45,60,0.206,2.75,5,3,1,0,395,29,31,4,5,6 +castrbi01,1980,1,ML4,AL,2,4,56,0,0,0,8,253,89,26,2,17,32,0.274,2.77,6,5,2,0,350,36,35,3,3,16 +caudibi01,1980,1,CHN,NL,4,6,72,2,0,0,1,383,100,31,10,59,112,0.223,2.19,12,2,1,4,528,27,37,10,9,6 +chambcr01,1980,1,KCA,AL,0,1,5,0,0,0,0,28,10,7,3,5,3,0.270,6.75,2,1,0,0,43,2,8,0,1,0 +chrisga01,1980,1,KCA,AL,3,0,24,0,0,0,1,94,35,18,4,18,16,0.278,5.17,1,1,2,0,148,8,23,0,2,0 +chrisla01,1980,1,PHI,NL,5,1,14,14,0,0,0,221,62,33,4,27,49,0.227,4.03,4,2,3,4,308,0,35,4,1,3 +clancji01,1980,1,TOR,AL,13,16,34,34,15,2,0,752,217,92,19,128,152,0.233,3.30,4,10,2,0,1075,0,108,9,4,18 +clayke01,1980,1,TEX,AL,2,3,8,8,0,0,0,129,43,22,4,29,17,0.256,4.60,2,7,3,0,202,0,24,1,1,2 +clearma01,1980,1,CAL,AL,11,11,58,0,0,0,9,319,82,39,2,65,105,0.216,3.30,9,4,5,0,461,40,51,8,3,5 +clevere01,1980,1,ML4,AL,11,9,45,13,5,2,4,463,150,64,9,49,54,0.254,3.73,2,5,5,0,657,16,73,4,9,14 +collido01,1980,1,CLE,AL,0,0,4,0,0,0,0,18,9,5,0,7,0,0.346,7.50,1,1,0,0,33,2,5,0,0,2 +combege01,1980,1,CIN,NL,0,0,4,0,0,0,0,20,9,8,0,4,10,0.346,10.80,1,1,0,0,31,0,8,1,0,2 +comerst01,1980,1,TEX,AL,2,4,12,11,0,0,0,125,65,37,5,22,9,0.367,7.99,0,0,2,0,205,0,41,3,1,7 +contrna01,1980,1,CHA,AL,0,0,8,0,0,0,0,41,18,9,1,7,8,0.333,5.93,2,0,2,0,65,6,10,1,1,3 +corbedo01,1980,1,MIN,AL,8,6,73,0,0,0,23,409,102,30,7,42,89,0.213,1.98,8,3,1,0,531,63,31,7,2,17 +crawfst01,1980,1,BOS,AL,2,0,6,4,2,0,0,97,41,13,3,8,10,0.306,3.62,2,0,0,0,142,1,14,0,0,8 +cruzvi01,1980,1,CLE,AL,6,7,55,0,0,0,12,258,71,33,10,27,88,0.229,3.45,8,4,3,0,355,40,36,5,10,5 +curtijo01,1980,1,SDN,NL,10,8,30,27,6,0,0,561,184,73,9,67,71,0.262,3.51,13,10,2,2,787,0,84,15,2,19 +dacqujo01,1980,1,SDN,NL,2,3,39,0,0,0,1,201,67,28,2,36,44,0.270,3.76,9,4,1,0,294,12,29,4,5,6 +dacqujo01,1980,2,MON,NL,0,2,11,0,0,0,2,62,14,5,0,9,15,0.206,2.18,0,5,0,0,79,2,7,1,1,4 +darwida01,1980,1,TEX,AL,13,4,53,2,0,0,8,329,98,32,4,50,104,0.243,2.63,7,3,2,0,468,35,37,5,7,8 +davisma01,1980,1,PHI,NL,0,0,2,1,0,0,0,21,4,2,0,5,5,0.160,2.57,0,0,0,0,30,0,2,0,0,0 +davisro02,1980,1,NYA,AL,9,3,53,0,0,0,7,393,121,43,9,32,65,0.246,2.95,3,5,5,1,544,29,50,10,6,8 +dennyjo01,1980,1,CLE,AL,8,6,16,16,4,1,0,326,116,53,4,47,59,0.284,4.39,2,4,5,1,464,0,54,1,3,18 +devinad01,1980,1,TEX,AL,1,1,13,0,0,0,0,84,49,15,4,9,8,0.377,4.82,1,0,1,0,142,3,22,0,2,4 +dorseji01,1980,1,CAL,AL,1,2,4,4,0,0,0,47,25,16,2,8,8,0.368,9.19,0,0,1,0,78,0,16,0,1,2 +dotsori01,1980,1,CHA,AL,12,10,33,32,8,0,0,594,185,94,20,87,109,0.247,4.27,2,6,6,2,863,1,105,15,7,14 +dragodi01,1980,1,BOS,AL,7,7,43,7,1,0,3,398,127,61,17,44,63,0.251,4.14,7,0,5,0,564,18,67,7,2,11 +dressro01,1980,1,SEA,AL,4,10,30,14,3,0,0,448,161,66,14,33,50,0.280,3.98,7,1,3,1,624,9,75,4,8,18 +duesha01,1980,1,MON,NL,0,1,6,1,0,0,0,37,17,9,1,4,2,0.333,6.57,1,0,0,0,57,1,9,2,0,1 +eastwra01,1980,1,KCA,AL,0,1,14,0,0,0,0,66,37,13,2,8,5,0.363,5.32,2,1,2,0,114,8,14,1,1,0 +eckerde01,1980,1,BOS,AL,12,14,30,30,8,0,0,593,188,94,25,44,121,0.248,4.28,7,0,2,0,818,0,101,7,8,9 +eicheju01,1980,1,SDN,NL,4,2,15,13,0,0,0,266,73,36,8,55,43,0.233,3.65,4,3,1,3,377,0,41,6,2,10 +erickro01,1980,1,MIN,AL,7,13,32,27,7,0,0,574,198,69,13,56,97,0.268,3.25,0,5,4,2,811,1,83,5,6,13 +espinni01,1980,1,PHI,NL,3,5,12,12,1,0,0,229,73,32,9,19,13,0.250,3.77,2,0,2,0,317,0,36,2,2,6 +falcope01,1980,1,NYN,NL,7,10,37,23,1,0,1,472,163,79,16,58,109,0.269,4.52,9,9,2,1,684,5,89,12,7,7 +farmeed01,1980,1,CHA,AL,7,9,64,0,0,0,30,299,92,37,6,56,54,0.244,3.34,11,7,1,0,438,55,37,3,1,15 +feltote01,1980,1,MIN,AL,0,3,5,4,0,0,0,53,20,14,2,9,14,0.286,7.13,1,0,1,0,83,0,18,2,1,0 +ferribo01,1980,1,CAL,AL,0,2,5,3,0,0,0,46,23,10,2,9,4,0.354,5.87,0,1,0,0,74,0,13,0,0,2 +fidryma01,1980,1,DET,AL,2,3,9,9,1,0,0,133,58,28,5,20,16,0.309,5.68,2,3,1,0,215,0,35,5,1,0 +figueed01,1980,1,NYA,AL,3,3,15,9,0,0,1,174,90,45,3,24,16,0.363,6.98,2,1,1,0,276,4,47,0,3,10 +figueed01,1980,2,TEX,AL,0,7,8,8,0,0,0,119,62,26,9,12,9,0.365,5.90,0,3,0,1,186,0,29,1,3,2 +fingero01,1980,1,SDN,NL,11,9,66,0,0,0,23,309,101,32,3,32,69,0.264,2.80,13,5,0,1,428,46,35,6,6,5 +flanami01,1980,1,BAL,AL,16,13,37,37,12,2,0,754,278,115,27,71,128,0.287,4.12,3,12,2,1,1065,0,121,10,12,29 +flinnjo01,1980,1,ML4,AL,2,1,20,1,0,0,2,111,31,16,3,20,15,0.220,3.89,2,2,0,0,164,8,20,1,2,1 +fordda02,1980,1,BAL,AL,1,3,25,3,1,0,1,209,66,33,11,13,22,0.251,4.26,2,4,2,0,281,9,34,3,0,6 +forscbo01,1980,1,SLN,NL,11,10,31,31,8,0,0,644,225,90,12,33,87,0.274,3.77,6,7,4,0,878,0,102,8,9,30 +forscke01,1980,1,HOU,NL,12,13,32,32,6,3,0,667,230,79,15,41,84,0.266,3.20,1,1,7,3,926,0,90,9,4,17 +forstte01,1980,1,LAN,NL,0,0,9,0,0,0,0,35,10,4,0,4,2,0.222,3.09,0,0,0,0,49,7,4,0,0,1 +frazige01,1980,1,SLN,NL,1,4,22,0,0,0,3,69,24,7,2,7,11,0.273,2.74,3,0,0,0,96,12,10,1,0,5 +frostda01,1980,1,CAL,AL,4,8,15,15,2,0,0,235,97,46,8,21,28,0.308,5.29,1,3,2,0,343,0,53,2,3,8 +frymawo01,1980,1,MON,NL,7,4,61,0,0,0,17,240,61,20,1,30,59,0.209,2.25,9,1,2,1,331,40,23,5,2,5 +fulghjo01,1980,1,SLN,NL,4,6,15,14,4,1,0,256,66,32,7,32,48,0.219,3.38,1,1,1,2,338,0,33,2,1,7 +galeri01,1980,1,KCA,AL,13,9,32,28,6,1,1,572,169,83,16,78,97,0.239,3.92,2,6,2,0,799,1,90,8,3,15 +garbege01,1980,1,ATL,NL,5,5,68,0,0,0,7,247,95,35,6,24,51,0.288,3.83,5,0,0,0,359,31,42,4,1,11 +garlawa01,1980,1,CLE,AL,6,9,25,20,4,1,0,451,163,77,18,48,55,0.276,4.61,2,5,6,0,657,1,85,7,6,12 +garvije01,1980,1,TOR,AL,4,7,61,0,0,0,8,248,70,21,6,27,52,0.233,2.29,7,0,0,0,336,24,23,8,0,5 +gleatje01,1980,1,TEX,AL,0,0,5,0,0,0,0,21,5,2,0,4,2,0.208,2.57,0,0,0,0,30,2,2,0,2,2 +glynned01,1980,1,NYN,NL,3,3,38,0,0,0,1,157,49,24,5,23,32,0.246,4.13,4,1,0,0,228,11,26,4,2,3 +goltzda01,1980,1,LAN,NL,7,11,35,27,2,2,1,514,198,82,12,59,91,0.299,4.31,3,3,0,1,739,2,91,10,8,23 +gossari01,1980,1,NYA,AL,6,2,64,0,0,0,33,297,74,25,5,37,103,0.211,2.27,3,4,1,0,401,58,29,8,4,6 +griffmi02,1980,1,NYA,AL,2,4,13,9,0,0,0,162,64,29,6,23,25,0.287,4.83,2,3,1,0,250,3,36,1,2,2 +griffto02,1980,1,SFN,NL,5,1,42,4,0,0,0,323,80,33,8,49,79,0.212,2.76,6,4,8,3,447,8,35,8,4,7 +grimsro02,1980,1,MON,NL,2,4,11,7,0,0,0,124,61,29,5,12,11,0.351,6.31,1,1,1,0,196,2,31,4,5,4 +grimsro02,1980,2,CLE,AL,4,5,14,11,2,0,0,224,103,56,11,24,18,0.331,6.75,1,2,1,0,342,0,63,2,4,9 +guidrro01,1980,1,NYA,AL,17,10,37,29,5,3,1,659,215,87,19,80,166,0.260,3.56,1,5,1,0,929,4,97,9,12,18 +gullibi01,1980,1,MON,NL,10,5,24,19,5,2,0,423,127,47,6,50,120,0.238,3.00,2,5,2,0,593,1,53,3,4,8 +gurala01,1980,1,KCA,AL,18,10,36,36,16,4,0,850,272,93,20,76,113,0.255,2.95,6,2,5,0,1175,0,107,14,12,20 +haasmo01,1980,1,ML4,AL,16,15,33,33,14,3,0,757,246,87,25,56,146,0.258,3.10,6,5,1,1,1023,0,96,3,9,25 +haliced01,1980,1,SFN,NL,0,0,11,2,0,0,0,75,29,15,5,10,14,0.293,5.40,1,0,0,0,110,4,15,0,1,1 +haliced01,1980,2,CAL,AL,3,1,10,6,0,0,0,106,39,19,5,11,16,0.279,4.84,0,1,0,0,153,3,22,0,2,2 +hamilda01,1980,1,OAK,AL,0,3,21,1,0,0,0,90,44,38,6,28,23,0.344,11.40,2,0,3,1,164,3,39,3,2,1 +hannapr01,1980,1,ATL,NL,2,0,32,2,0,0,0,238,63,28,3,44,35,0.224,3.18,4,5,3,0,337,3,28,5,4,9 +hargeal01,1980,1,SFN,NL,4,6,15,13,0,0,0,225,82,36,3,32,40,0.285,4.32,2,2,0,2,325,1,38,4,1,4 +hartzpa01,1980,1,BAL,AL,0,2,6,0,0,0,0,53,22,13,3,9,5,0.310,6.62,2,1,0,0,80,4,14,0,0,5 +hasslan01,1980,1,PIT,NL,0,0,6,0,0,0,0,35,9,5,2,4,4,0.243,3.86,0,0,0,0,45,2,6,3,1,3 +hasslan01,1980,2,CAL,AL,5,1,41,0,0,0,10,249,67,23,8,37,75,0.214,2.49,8,1,1,0,354,25,25,2,1,3 +hausmto01,1980,1,NYN,NL,6,5,55,4,0,0,1,366,125,54,12,26,53,0.266,3.98,8,2,3,0,513,14,63,11,3,13 +heaveda01,1980,1,SEA,AL,6,3,60,0,0,0,4,236,75,34,9,35,42,0.253,3.89,12,1,5,1,341,38,37,1,4,9 +hernawi01,1980,1,CHN,NL,1,9,53,7,0,0,0,325,115,53,8,45,75,0.276,4.40,4,6,2,1,473,13,58,6,3,9 +hillejo01,1980,1,DET,AL,1,0,11,0,0,0,0,92,38,15,3,14,18,0.309,4.40,1,1,0,1,140,2,15,1,2,4 +hoffmgu01,1980,1,CHA,AL,1,0,23,1,0,0,1,113,38,11,1,17,24,0.268,2.63,2,1,0,0,161,8,12,1,1,3 +holdsfr01,1980,1,ML4,AL,0,0,9,0,0,0,0,59,24,10,2,9,12,0.286,4.58,0,0,0,0,93,3,12,0,0,0 +hollaal01,1980,1,SFN,NL,5,3,54,0,0,0,7,247,71,16,2,34,65,0.233,1.75,8,1,1,3,349,31,21,5,4,3 +holmasc01,1980,1,NYN,NL,0,0,4,0,0,0,0,21,6,1,0,1,3,0.250,1.29,1,1,0,1,26,1,2,0,1,1 +honeyri01,1980,1,SEA,AL,10,17,30,30,9,1,0,610,221,89,22,60,79,0.280,3.94,7,4,3,0,871,0,99,11,7,25 +hooddo01,1980,1,SLN,NL,4,6,33,8,1,0,0,247,90,31,2,34,35,0.288,3.39,5,5,2,2,359,4,39,8,3,9 +hootobu01,1980,1,LAN,NL,14,8,34,33,4,2,1,620,194,84,22,64,118,0.249,3.66,1,4,0,1,858,1,90,11,5,12 +houghch01,1980,1,LAN,NL,1,3,19,1,0,0,1,97,37,20,4,21,25,0.291,5.57,0,3,2,0,156,5,21,3,3,2 +houghch01,1980,2,TEX,AL,2,2,16,2,2,1,0,184,54,27,2,37,47,0.240,3.96,2,8,3,0,270,7,30,4,1,4 +howelja01,1980,1,CIN,NL,0,0,5,0,0,0,0,10,8,5,0,0,1,0.471,13.50,0,0,1,0,19,1,5,0,1,1 +howest01,1980,1,LAN,NL,7,9,59,0,0,0,17,254,83,25,1,22,39,0.256,2.66,10,1,2,0,359,36,33,8,3,4 +hoytla01,1980,1,CHA,AL,9,3,24,13,3,1,0,337,123,57,8,41,55,0.281,4.57,3,3,2,0,496,5,66,8,7,10 +hraboal01,1980,1,ATL,NL,4,2,45,0,0,0,3,179,50,24,8,31,31,0.223,3.62,5,2,0,0,261,25,27,2,4,2 +humeto01,1980,1,CIN,NL,9,10,78,0,0,0,25,411,121,39,6,38,68,0.240,2.56,14,2,3,0,554,62,44,7,1,10 +hurstbr01,1980,1,BOS,AL,2,2,12,7,0,0,0,92,39,31,4,16,16,0.307,9.10,0,4,2,2,147,2,33,0,2,2 +huttoto01,1980,1,MON,NL,0,0,1,0,0,0,0,3,3,3,1,1,1,0.500,27.00,0,0,0,0,7,1,3,0,0,0 +jacksda01,1980,1,MIN,AL,9,9,32,25,1,0,1,516,161,74,15,69,90,0.250,3.87,2,3,2,0,724,4,81,6,4,23 +jacksgr01,1980,1,PIT,NL,8,4,61,0,0,0,9,213,71,23,4,20,31,0.275,2.92,3,3,0,0,289,27,24,6,5,4 +jacksro03,1980,1,NYN,NL,1,7,24,8,1,0,1,212,78,33,4,20,58,0.288,4.20,4,4,0,1,299,4,37,3,4,6 +jeffeje01,1980,1,TOR,AL,4,13,29,18,2,2,0,365,130,74,12,52,53,0.281,5.47,2,0,2,2,535,4,78,14,5,14 +jeffeje01,1980,2,PIT,NL,1,0,1,1,0,0,0,20,3,1,0,2,4,0.143,1.35,0,1,0,0,23,0,1,0,0,1 +jenkife01,1980,1,TEX,AL,12,12,29,29,12,0,0,594,190,83,22,52,129,0.250,3.77,8,5,4,0,827,0,90,5,5,17 +johnsjo04,1980,1,TEX,AL,2,2,33,0,0,0,4,116,27,10,2,15,44,0.199,2.33,4,2,1,0,154,17,12,1,1,3 +johnto01,1980,1,NYA,AL,22,9,36,36,16,6,0,796,270,101,13,56,78,0.268,3.43,1,5,6,0,1089,0,115,15,5,33 +jonesje01,1980,1,OAK,AL,1,3,35,0,0,0,5,133,32,14,2,26,34,0.204,2.84,2,3,1,0,192,13,21,5,3,0 +jonesmi02,1980,1,KCA,AL,0,1,3,1,0,0,0,14,6,6,0,5,2,0.333,11.57,1,0,0,0,24,1,7,1,0,0 +jonesra01,1980,1,SDN,NL,5,13,24,24,4,3,0,463,165,67,14,29,53,0.276,3.91,5,1,0,0,638,0,71,11,1,16 +kaatji01,1980,1,NYA,AL,0,1,4,0,0,0,0,15,8,4,0,4,1,0.381,7.20,2,1,0,0,27,3,5,1,1,1 +kaatji01,1980,2,SLN,NL,8,7,49,14,6,1,4,389,140,55,6,33,36,0.281,3.82,11,3,0,1,546,22,61,8,6,17 +kainedo01,1980,1,TEX,AL,0,0,4,3,0,0,0,59,22,4,0,9,10,0.289,1.83,1,0,3,0,91,0,7,3,0,2 +keetori01,1980,1,ML4,AL,2,2,5,5,0,0,0,85,35,15,4,9,8,0.307,4.76,0,0,0,0,127,0,15,2,2,3 +keougma02,1980,1,OAK,AL,16,13,34,32,20,2,0,750,218,81,24,94,121,0.236,2.92,3,13,5,2,1041,0,94,12,6,13 +kernji01,1980,1,TEX,AL,3,11,38,1,0,0,2,190,65,34,4,45,40,0.279,4.83,10,3,2,1,295,15,38,9,6,9 +kerrijo01,1980,1,BAL,AL,0,0,1,0,0,0,0,7,3,1,0,0,1,0.273,3.86,0,0,0,0,11,1,1,0,0,0 +kingmbr01,1980,1,OAK,AL,8,20,32,30,10,1,0,634,209,90,21,82,116,0.256,3.83,5,6,4,0,912,0,105,5,3,12 +kinnede01,1980,1,SDN,NL,4,6,50,0,0,0,1,248,79,39,3,37,40,0.252,4.25,15,2,1,0,359,18,45,5,3,7 +kinnumi01,1980,1,MIN,AL,0,0,21,0,0,0,0,74,29,14,1,9,8,0.290,5.11,1,2,1,0,112,10,18,0,2,1 +kisonbr01,1980,1,CAL,AL,3,6,13,13,2,1,0,220,73,40,5,32,28,0.264,4.91,2,0,3,2,321,0,46,7,2,7 +knappch01,1980,1,CAL,AL,2,11,32,20,1,0,1,352,133,80,18,51,46,0.289,6.14,1,4,8,1,535,3,83,9,6,6 +kneppbo01,1980,1,SFN,NL,9,16,35,33,8,1,0,646,242,98,15,61,103,0.281,4.10,10,2,8,1,943,1,114,9,5,15 +knowlda01,1980,1,SLN,NL,0,1,2,0,0,0,0,5,3,2,1,0,1,0.375,10.80,0,0,0,0,8,0,2,0,0,0 +kobelke01,1980,1,NYN,NL,1,4,14,1,0,0,0,73,36,19,5,11,8,0.353,7.03,3,0,0,0,114,3,21,1,0,3 +koosmje01,1980,1,MIN,AL,16,13,38,34,8,0,2,730,252,109,24,69,149,0.272,4.03,5,2,5,1,1022,2,119,17,6,30 +kraveke01,1980,1,CHA,AL,3,6,20,15,0,0,0,245,100,63,13,44,37,0.298,6.94,3,5,5,1,394,1,71,4,5,4 +krukomi01,1980,1,CHN,NL,10,15,34,34,3,0,0,615,200,100,13,80,130,0.258,4.39,5,5,8,2,884,0,117,9,13,13 +kucekja01,1980,1,TOR,AL,3,8,23,12,0,0,1,204,83,51,9,41,35,0.300,6.75,1,3,1,0,325,5,56,5,1,8 +laceybo01,1980,1,OAK,AL,3,2,47,1,1,1,6,239,68,26,7,21,45,0.234,2.94,5,5,1,0,322,31,29,5,4,7 +lacorfr01,1980,1,HOU,NL,8,5,55,0,0,0,11,249,61,26,4,43,66,0.210,2.82,5,2,0,0,342,44,29,3,5,7 +lacosmi01,1980,1,CIN,NL,10,12,34,29,4,2,0,508,207,87,9,68,59,0.303,4.62,8,3,1,2,762,1,101,7,3,22 +lagrole01,1980,1,PHI,NL,0,2,25,0,0,0,3,117,42,18,5,17,21,0.276,4.15,2,3,0,2,173,8,22,1,3,3 +lampde01,1980,1,CHN,NL,10,14,41,37,2,1,0,608,259,117,16,82,83,0.317,5.20,7,10,1,0,921,3,123,17,4,17 +langfri01,1980,1,OAK,AL,19,12,35,33,28,2,0,870,276,105,29,64,102,0.255,3.26,6,7,1,1,1166,2,119,5,12,23 +lapoida01,1980,1,ML4,AL,1,0,5,3,0,0,1,45,17,10,2,13,5,0.293,6.00,1,0,0,1,75,1,14,2,2,1 +larocda01,1980,1,CAL,AL,3,5,52,9,1,0,4,384,122,58,14,39,89,0.256,4.08,3,0,3,1,530,17,62,7,5,6 +larsoda01,1980,1,PHI,NL,0,5,12,7,0,0,0,137,46,16,4,24,17,0.271,3.15,6,1,0,2,201,2,24,6,1,4 +lavelga01,1980,1,SFN,NL,6,8,62,0,0,0,9,300,106,38,4,36,66,0.275,3.42,11,1,0,3,434,28,43,8,4,7 +leach01,1980,1,MON,NL,7,5,21,19,0,0,0,312,103,43,5,55,56,0.262,3.72,4,2,2,0,458,1,51,5,3,5 +leallu01,1980,1,TOR,AL,3,4,13,10,1,0,0,179,72,30,6,31,26,0.314,4.53,2,0,1,0,270,1,35,6,3,7 +leebi03,1980,1,MON,NL,4,6,24,18,2,0,0,354,156,65,13,22,34,0.319,4.96,1,1,3,0,522,4,71,3,5,13 +leema01,1980,1,PIT,NL,0,1,4,0,0,0,0,17,5,3,0,3,2,0.227,4.76,0,1,0,0,26,3,3,1,0,0 +leibrch01,1980,1,CIN,NL,10,9,36,27,5,2,0,521,200,82,15,54,62,0.292,4.25,4,1,2,6,754,3,84,12,2,17 +lemanda01,1980,1,TOR,AL,2,5,10,8,0,0,0,130,57,26,4,15,10,0.322,5.40,0,1,0,1,195,0,29,1,2,4 +lemanda01,1980,2,CAL,AL,2,4,21,2,0,0,0,200,81,32,8,27,19,0.301,4.32,2,2,2,2,303,10,40,3,2,6 +leonade01,1980,1,KCA,AL,20,11,38,38,9,3,0,841,271,118,30,80,155,0.253,3.79,5,12,1,1,1172,0,127,13,8,18 +lerchra01,1980,1,PHI,NL,4,14,30,22,2,0,0,450,178,86,15,55,57,0.302,5.16,5,6,0,2,664,3,98,10,10,12 +lewalde01,1980,1,TEX,AL,0,0,4,0,0,0,0,17,7,5,0,4,1,0.304,7.94,1,0,0,0,27,1,5,0,0,0 +littema01,1980,1,SLN,NL,0,2,14,0,0,0,2,32,14,11,2,7,7,0.318,9.28,2,2,0,0,52,12,11,1,0,1 +littlje01,1980,1,SLN,NL,1,1,7,2,0,0,0,56,18,8,0,9,17,0.250,3.86,0,1,0,0,81,2,9,0,0,2 +littljo01,1980,1,SLN,NL,5,5,52,0,0,0,9,198,71,23,2,20,22,0.282,3.14,9,1,1,1,280,31,31,1,6,7 +lockwsk01,1980,1,BOS,AL,3,1,24,1,0,0,2,137,61,27,4,17,11,0.321,5.32,3,0,0,0,211,16,31,1,3,5 +lollati01,1980,1,NYA,AL,1,0,14,1,0,0,2,97,33,12,3,20,13,0.280,3.34,2,2,0,1,144,5,14,4,2,4 +lopezau01,1980,1,DET,AL,13,6,67,1,0,0,21,372,125,52,15,45,97,0.263,3.77,5,6,3,1,534,59,56,7,3,6 +lucasga01,1980,1,SDN,NL,5,8,46,18,0,0,3,450,138,54,8,43,85,0.251,3.24,14,6,1,2,614,14,59,12,7,15 +lylesp01,1980,1,TEX,AL,3,2,49,0,0,0,8,242,97,42,9,28,43,0.306,4.69,6,1,0,2,353,32,47,5,3,10 +lylesp01,1980,2,PHI,NL,0,0,10,0,0,0,2,42,11,3,0,6,6,0.220,1.93,1,1,0,0,59,5,5,1,2,0 +lynched01,1980,1,NYN,NL,1,1,5,4,0,0,0,58,24,11,0,5,9,0.304,5.12,0,0,1,0,86,0,12,0,1,1 +lysanri01,1980,1,OAK,AL,0,0,5,0,0,0,0,41,24,12,3,4,5,0.381,7.90,0,0,0,0,67,3,13,0,0,3 +macwhke01,1980,1,BOS,AL,0,3,14,2,0,0,0,127,46,26,3,18,21,0.282,5.53,3,1,2,0,189,5,27,4,1,6 +mahlemi01,1980,1,PIT,NL,0,0,2,0,0,0,0,3,4,7,1,3,1,0.571,63.00,0,0,0,0,10,1,7,0,0,0 +mahleri01,1980,1,ATL,NL,0,0,2,0,0,0,0,11,2,1,0,0,1,0.154,2.45,0,0,0,0,13,0,1,0,0,0 +marshmi01,1980,1,MIN,AL,1,3,18,0,0,0,1,97,42,22,2,12,13,0.323,6.12,1,4,2,0,150,12,23,3,3,2 +martial02,1980,1,CAL,AL,7,9,30,23,4,1,0,448,150,75,14,59,57,0.259,4.52,2,5,1,0,649,3,81,5,4,9 +martide01,1980,1,BAL,AL,6,4,25,12,2,0,1,299,103,44,12,44,42,0.272,3.97,6,0,2,1,428,8,44,1,3,15 +martijo05,1980,1,SLN,NL,2,3,9,5,1,0,0,126,39,20,1,9,23,0.247,4.29,1,1,0,0,169,2,20,0,2,3 +martire01,1980,1,KCA,AL,10,10,32,20,2,0,2,412,133,67,18,70,68,0.255,4.39,2,4,1,0,599,8,84,3,4,16 +martisi01,1980,1,SLN,NL,5,10,25,20,2,0,0,359,127,64,8,48,39,0.273,4.81,3,3,2,3,525,0,75,4,5,8 +martiti01,1980,1,BAL,AL,4,4,53,0,0,0,10,242,69,27,5,34,68,0.240,3.01,5,6,1,0,329,26,30,4,2,13 +martzra01,1980,1,CHN,NL,1,2,6,6,0,0,0,91,28,7,1,11,5,0.241,2.08,1,0,0,0,130,0,14,1,2,2 +matlajo01,1980,1,TEX,AL,10,10,35,34,8,1,1,704,265,96,17,48,142,0.287,3.68,1,9,0,0,985,1,111,9,6,24 +matulri01,1980,1,ATL,NL,11,13,33,30,3,1,0,530,195,90,17,60,62,0.286,4.58,9,3,0,3,761,2,100,8,10,21 +mayru01,1980,1,NYA,AL,15,5,41,17,3,1,3,526,144,48,14,39,133,0.224,2.46,2,9,0,1,690,13,56,6,2,12 +mccatst01,1980,1,OAK,AL,14,14,33,31,11,1,0,665,202,95,27,99,114,0.240,3.86,2,5,8,0,960,2,104,2,8,9 +mcclubo01,1980,1,ML4,AL,5,8,52,5,2,1,10,272,83,31,6,37,47,0.241,3.08,2,0,2,2,390,23,34,1,5,2 +mcgloly01,1980,1,CHN,NL,12,14,39,27,2,2,0,547,211,97,24,64,119,0.293,4.79,7,4,1,0,804,3,105,11,9,10 +mcgratu01,1980,1,PHI,NL,5,4,57,0,0,0,20,277,62,15,3,23,75,0.194,1.46,9,1,2,0,355,48,16,7,4,6 +mcgresc01,1980,1,BAL,AL,20,8,36,36,12,4,0,756,254,93,16,58,119,0.265,3.32,3,3,2,2,1037,0,101,10,9,26 +mclauby01,1980,1,SEA,AL,3,6,45,4,0,0,2,272,124,69,15,50,41,0.331,6.85,14,3,2,0,439,15,74,10,2,10 +mclaujo01,1980,1,TOR,AL,6,9,55,10,0,0,4,407,159,68,16,53,70,0.302,4.51,11,4,4,0,600,27,79,10,6,24 +mcwilla01,1980,1,ATL,NL,9,14,30,30,4,1,0,491,188,90,27,39,77,0.285,4.95,2,5,7,1,715,0,97,8,2,8 +medicdo01,1980,1,TEX,AL,14,11,34,32,6,0,0,613,230,89,13,56,91,0.285,3.92,1,7,3,1,877,0,104,8,3,23 +milledy01,1980,1,NYN,NL,1,2,31,0,0,0,1,126,37,9,1,11,28,0.242,1.93,3,0,0,1,170,12,9,4,2,4 +minetcr01,1980,1,OAK,AL,0,2,7,1,0,0,1,24,11,7,2,3,5,0.324,7.88,1,1,0,0,38,1,7,0,1,0 +mintogr01,1980,1,SFN,NL,4,6,68,0,0,0,19,274,81,25,0,34,42,0.243,2.46,6,7,0,1,377,38,28,8,1,8 +mirabpa01,1980,1,TOR,AL,5,12,33,22,3,1,0,392,151,63,11,66,53,0.294,4.34,3,4,3,0,596,2,73,9,5,12 +mitchpa01,1980,1,ML4,AL,5,5,17,11,1,1,1,268,92,35,7,15,29,0.267,3.53,3,0,1,0,368,4,40,5,3,9 +moffira01,1980,1,SFN,NL,1,1,13,0,0,0,0,50,18,9,2,4,10,0.281,4.86,2,1,1,0,69,5,10,0,0,1 +mongesi01,1980,1,CLE,AL,3,5,67,0,0,0,14,283,80,37,12,40,61,0.227,3.53,6,2,3,1,401,42,39,4,1,2 +montajo01,1980,1,CAL,AL,4,2,37,0,0,0,3,221,97,42,8,21,22,0.323,5.13,1,2,1,0,330,18,47,4,5,9 +montejo01,1980,1,SFN,NL,4,8,22,17,1,0,0,340,120,55,15,39,85,0.265,4.37,6,2,2,1,498,0,61,2,3,5 +mooreba02,1980,1,TOR,AL,1,1,31,3,0,0,1,194,76,38,6,31,22,0.309,5.29,3,1,4,0,290,14,43,6,3,7 +mooredo01,1980,1,SLN,NL,1,1,11,0,0,0,0,65,25,15,1,5,10,0.298,6.23,1,0,1,1,93,3,15,2,1,1 +morrija02,1980,1,DET,AL,16,15,36,36,11,2,0,750,252,116,20,87,112,0.263,4.18,5,6,4,2,1074,0,125,10,13,19 +moskapa01,1980,1,CIN,NL,9,7,33,19,2,1,2,458,147,68,13,41,94,0.257,4.01,2,8,1,5,630,4,69,11,5,11 +munnisc01,1980,1,PHI,NL,0,0,4,0,0,0,0,18,8,3,0,5,2,0.320,4.50,0,1,0,0,31,0,3,0,1,0 +murast01,1980,1,SDN,NL,8,7,37,23,3,1,2,506,149,69,9,86,109,0.246,3.68,4,3,3,1,719,5,74,15,10,20 +murrada01,1980,1,MON,NL,0,1,16,0,0,0,0,88,39,20,3,12,16,0.315,6.14,2,1,0,1,137,6,23,0,1,2 +nastuph01,1980,1,SFN,NL,0,0,6,0,0,0,0,18,10,4,1,5,1,0.357,6.00,1,1,0,0,33,1,9,0,0,2 +niekrjo01,1980,1,HOU,NL,20,12,37,36,11,2,0,768,268,101,12,79,127,0.270,3.55,3,12,4,0,1096,1,119,9,11,21 +niekrph01,1980,1,ATL,NL,15,18,40,38,11,3,1,825,256,111,30,85,176,0.249,3.63,3,9,3,1,1137,2,119,14,5,25 +niemara01,1980,1,HOU,NL,0,1,22,1,0,0,1,99,40,20,2,12,18,0.299,5.45,1,0,0,1,147,3,21,0,1,2 +nolesdi01,1980,1,PHI,NL,1,4,48,3,0,0,6,244,80,35,5,42,57,0.254,3.87,11,2,1,0,367,20,42,7,2,2 +normafr01,1980,1,MON,NL,4,4,48,8,2,0,4,294,96,45,8,40,58,0.259,4.13,4,0,3,1,426,9,50,9,4,4 +norrimi01,1980,1,OAK,AL,22,9,33,33,24,1,0,853,215,80,18,83,180,0.209,2.53,2,9,6,4,1135,0,88,9,7,20 +ojedabo01,1980,1,BOS,AL,1,1,7,7,0,0,0,78,39,20,2,14,12,0.361,6.92,1,1,0,0,122,0,20,0,0,6 +olmstal01,1980,1,SLN,NL,1,1,5,5,0,0,0,104,32,11,2,14,14,0.244,2.86,1,1,1,0,147,0,13,1,0,2 +ottenji01,1980,1,SLN,NL,0,5,31,4,0,0,0,166,71,34,3,26,38,0.323,5.53,7,1,2,1,255,9,38,3,4,7 +owchibo01,1980,1,CLE,AL,2,9,29,14,1,1,0,343,138,67,13,47,66,0.301,5.27,2,7,2,0,516,2,71,4,4,5 +paceljo01,1980,1,NYN,NL,3,4,32,15,0,0,0,252,89,48,5,59,68,0.281,5.14,2,5,2,3,388,6,51,9,0,5 +palmeda01,1980,1,MON,NL,8,6,24,19,3,1,0,389,124,43,11,30,73,0.255,2.98,1,1,2,2,529,0,53,8,2,14 +palmeji01,1980,1,BAL,AL,16,10,34,33,4,0,0,672,238,99,26,74,109,0.275,3.98,0,2,3,0,959,0,108,11,5,17 +parromi01,1980,1,SEA,AL,1,16,27,16,1,0,3,282,136,76,16,42,53,0.348,7.28,9,2,1,0,442,8,83,6,2,9 +pastofr01,1980,1,CIN,NL,13,7,27,27,9,2,0,554,161,67,13,42,110,0.233,3.27,3,0,0,1,744,0,72,6,5,10 +pattima01,1980,1,KCA,AL,4,0,37,0,0,0,4,267,97,36,7,23,40,0.277,3.64,7,2,1,0,378,21,39,1,3,4 +paxtomi01,1980,1,CLE,AL,0,0,4,0,0,0,0,23,13,11,4,6,6,0.394,12.91,1,0,0,0,40,0,11,0,1,0 +perezpa01,1980,1,PIT,NL,0,1,2,2,0,0,0,36,15,5,0,2,7,0.341,3.75,0,0,2,0,51,0,6,1,2,1 +perryga01,1980,1,TEX,AL,6,9,24,24,6,2,0,465,159,59,12,46,107,0.268,3.43,3,4,7,0,655,0,74,6,3,17 +perryga01,1980,2,NYA,AL,4,4,10,8,0,0,0,152,65,25,2,18,28,0.320,4.44,0,5,1,0,229,2,33,3,4,8 +petryda01,1980,1,DET,AL,10,9,27,25,4,3,0,494,156,72,9,83,88,0.253,3.94,14,5,1,2,716,1,82,10,5,21 +pladsgo01,1980,1,HOU,NL,0,4,12,6,0,0,0,124,38,20,3,16,13,0.244,4.35,0,0,0,0,175,1,23,2,1,3 +pricejo02,1980,1,CIN,NL,7,3,24,13,2,0,0,334,95,44,10,37,44,0.236,3.56,0,1,1,1,448,3,45,8,0,13 +prolymi01,1980,1,CHA,AL,5,10,62,3,0,0,8,440,136,50,7,58,56,0.253,3.07,9,2,3,1,618,31,67,9,11,17 +quiseda01,1980,1,KCA,AL,12,7,75,0,0,0,33,385,129,44,5,27,37,0.265,3.09,15,1,1,0,528,68,47,8,5,18 +rainech01,1980,1,BOS,AL,8,3,16,13,2,1,0,261,92,47,7,41,43,0.273,4.86,3,4,2,0,383,1,49,1,2,20 +rajsida01,1980,1,TEX,AL,2,1,24,1,0,0,2,145,56,32,7,22,35,0.295,5.96,0,3,3,0,221,5,34,2,4,3 +rasmuer01,1980,1,SDN,NL,4,11,40,14,0,0,1,334,130,54,9,33,50,0.295,4.37,6,1,3,1,488,12,60,9,3,9 +ratzest01,1980,1,MON,NL,0,0,1,1,0,0,0,12,9,5,0,2,0,0.450,11.25,0,0,0,0,22,0,5,0,0,0 +rawlesh01,1980,1,SEA,AL,7,7,59,0,0,0,13,341,103,42,3,63,68,0.258,3.33,16,2,3,1,484,39,44,15,3,16 +reardje01,1980,1,NYN,NL,8,7,61,0,0,0,6,331,96,32,10,47,101,0.231,2.61,15,2,0,0,475,35,36,8,5,1 +redfepe01,1980,1,MIN,AL,7,7,23,16,2,0,2,314,117,53,11,33,73,0.283,4.56,3,2,0,0,455,3,58,5,4,8 +reedro01,1980,1,PHI,NL,7,5,55,0,0,0,9,273,88,41,4,30,54,0.253,4.05,10,5,1,0,387,29,45,4,4,9 +remmewi01,1980,1,BOS,AL,2,1,14,0,0,0,0,106,39,18,4,9,20,0.295,4.58,1,0,0,0,144,5,18,2,1,3 +renkost01,1980,1,BOS,AL,9,9,32,23,1,0,0,496,180,77,17,56,90,0.281,4.19,4,2,1,1,708,3,86,5,5,12 +reuscri01,1980,1,CHN,NL,11,13,38,38,6,0,0,771,281,97,13,76,140,0.286,3.40,10,3,4,1,1094,0,111,19,14,26 +reussje01,1980,1,LAN,NL,18,6,37,29,10,6,3,688,193,64,12,40,111,0.227,2.51,9,3,0,1,907,7,74,10,5,23 +rhoderi01,1980,1,PIT,NL,7,5,20,19,2,0,0,380,133,54,9,40,70,0.274,3.84,4,6,3,0,536,0,58,3,3,16 +richajr01,1980,1,HOU,NL,10,4,17,17,4,4,0,341,65,24,2,40,119,0.166,1.90,1,2,0,0,438,0,31,5,2,8 +rileyge01,1980,1,CHN,NL,0,4,22,0,0,0,0,108,41,23,2,20,18,0.293,5.75,5,0,2,1,166,10,29,4,0,6 +rincoan01,1980,1,SLN,NL,3,1,4,4,1,0,0,93,23,9,1,7,22,0.215,2.61,1,1,0,2,116,0,9,2,0,5 +ripleal01,1980,1,SFN,NL,9,10,23,20,2,0,0,338,119,52,10,36,65,0.274,4.15,6,5,4,3,486,2,59,6,5,11 +robbibr01,1980,1,DET,AL,4,2,15,6,0,0,0,155,60,38,12,28,23,0.287,6.62,0,4,0,0,241,0,40,2,2,2 +roberbe01,1980,1,HOU,NL,2,0,14,0,0,0,0,73,24,16,2,10,9,0.261,5.92,1,3,2,0,106,2,16,1,1,0 +roberda05,1980,1,PIT,NL,0,1,2,0,0,0,0,7,2,1,0,1,1,0.250,3.86,0,0,0,0,9,0,1,0,0,1 +roberda05,1980,2,SEA,AL,2,3,37,4,0,0,3,241,86,39,7,27,47,0.270,4.37,7,4,1,0,355,13,46,3,6,10 +robinde01,1980,1,CHA,AL,1,1,15,0,0,0,0,105,26,12,2,16,28,0.215,3.09,0,0,0,0,141,5,13,2,2,0 +robindo01,1980,1,PIT,NL,7,10,29,24,3,2,1,481,157,71,14,45,103,0.258,3.99,5,7,5,2,671,1,74,8,3,9 +rogerst01,1980,1,MON,NL,16,11,37,37,14,4,0,843,247,93,16,85,147,0.238,2.98,7,7,3,0,1151,0,101,19,7,16 +romoen01,1980,1,PIT,NL,5,5,74,0,0,0,11,371,117,45,10,28,82,0.252,3.27,4,0,1,2,507,38,53,9,5,4 +rookeji01,1980,1,PIT,NL,2,2,4,4,0,0,0,54,16,7,0,12,8,0.262,3.50,0,0,0,0,75,0,7,1,1,7 +rowlami01,1980,1,SFN,NL,1,1,19,0,0,0,0,81,20,7,2,8,8,0.206,2.33,2,0,1,0,109,14,8,2,1,0 +rozemda01,1980,1,DET,AL,6,9,42,13,2,1,4,434,152,63,11,49,49,0.277,3.92,14,9,5,0,620,17,68,13,4,15 +ruhleve01,1980,1,HOU,NL,12,4,28,22,6,2,0,478,148,42,7,29,55,0.251,2.37,1,0,3,2,638,1,51,11,5,19 +ruthvdi01,1980,1,PHI,NL,17,10,33,33,6,1,0,670,241,88,9,74,86,0.283,3.55,9,4,3,3,944,0,99,8,6,29 +ryanno01,1980,1,HOU,NL,11,10,35,35,4,2,0,701,205,87,10,98,200,0.236,3.35,1,10,3,1,982,0,100,7,7,17 +sambijo01,1980,1,HOU,NL,8,4,64,0,0,0,17,271,65,22,3,22,75,0.201,2.19,3,3,2,0,354,40,26,4,1,11 +sandesc01,1980,1,MON,NL,16,11,33,33,7,3,0,634,206,73,18,56,125,0.258,3.11,3,6,3,0,875,0,76,11,5,13 +sarmima01,1980,1,SEA,AL,0,1,9,0,0,0,1,44,14,6,2,6,15,0.255,3.68,1,0,0,0,63,6,7,0,2,0 +saucike01,1980,1,PHI,NL,7,3,40,0,0,0,0,150,50,19,2,20,25,0.281,3.42,8,1,4,0,207,9,21,1,4,4 +scarbra02,1980,1,CHA,AL,1,2,15,0,0,0,2,86,24,13,1,7,18,0.238,4.08,0,4,2,0,116,7,14,5,1,4 +schatda01,1980,1,DET,AL,11,13,32,26,9,2,0,578,178,86,23,58,94,0.246,4.02,9,8,3,0,794,2,88,6,3,16 +schroke01,1980,1,TOR,AL,1,0,17,0,0,0,1,93,32,18,2,19,13,0.274,5.23,3,0,0,0,140,6,18,3,1,1 +schulda01,1980,1,CAL,AL,0,1,8,0,0,0,0,38,13,5,3,2,7,0.271,3.55,1,0,0,0,53,4,5,1,2,0 +scottmi03,1980,1,NYN,NL,1,1,6,6,1,1,0,88,40,14,1,8,13,0.331,4.30,1,1,0,0,132,0,14,2,1,4 +scurrro01,1980,1,PIT,NL,0,2,20,0,0,0,0,113,23,9,2,17,28,0.176,2.15,3,2,2,1,153,4,12,3,0,3 +seamaki01,1980,1,SLN,NL,3,2,26,0,0,0,4,71,16,9,2,13,10,0.188,3.42,1,0,0,0,99,10,9,1,0,2 +seaveto01,1980,1,CIN,NL,10,8,26,26,5,1,0,504,140,68,24,59,101,0.225,3.64,3,4,1,0,692,0,74,2,8,12 +shirlbo01,1980,1,SDN,NL,11,12,59,12,3,0,7,411,143,54,12,54,67,0.276,3.55,15,1,0,2,585,32,58,8,4,8 +slatoji01,1980,1,ML4,AL,1,1,3,3,0,0,0,49,17,8,3,5,4,0.270,4.41,0,1,0,0,68,0,10,0,0,3 +smithda02,1980,1,HOU,NL,7,5,57,0,0,0,10,308,90,22,1,32,85,0.237,1.93,7,3,4,1,422,35,24,6,1,7 +smithle02,1980,1,CHN,NL,2,0,18,0,0,0,0,65,21,7,0,14,17,0.259,2.91,5,0,0,0,97,6,9,1,1,2 +solomed01,1980,1,PIT,NL,7,3,26,12,2,0,0,301,96,30,8,37,35,0.253,2.69,5,1,4,1,428,1,44,3,4,13 +sorenla01,1980,1,ML4,AL,12,10,35,29,8,2,1,587,242,80,13,45,54,0.311,3.68,6,3,2,0,839,3,91,7,8,28 +sosael01,1980,1,MON,NL,9,6,67,0,0,0,9,281,104,32,5,19,58,0.286,3.07,3,1,1,1,394,43,33,7,3,7 +sotoma01,1980,1,CIN,NL,10,8,53,12,3,1,4,571,126,65,11,84,182,0.187,3.07,10,6,2,4,777,10,72,10,8,5 +souzama01,1980,1,OAK,AL,0,0,5,0,0,0,0,21,9,6,1,5,2,0.310,7.71,0,0,0,0,34,0,6,0,0,0 +spillda01,1980,1,CLE,AL,16,11,34,30,7,1,0,583,225,114,23,74,100,0.288,5.28,2,10,3,0,865,1,122,3,5,11 +splitpa01,1980,1,KCA,AL,14,11,34,33,4,0,0,612,236,94,17,43,53,0.296,4.15,1,1,1,0,861,0,101,11,8,25 +sprowbo01,1980,1,HOU,NL,0,0,1,0,0,0,0,3,1,0,0,1,3,0.250,0.00,0,0,0,0,5,0,0,0,0,0 +stablge01,1980,1,SDN,NL,0,1,4,2,0,0,0,35,16,4,0,3,4,0.340,3.09,0,1,0,0,51,0,4,1,0,1 +stanhdo01,1980,1,LAN,NL,2,2,21,0,0,0,7,75,30,14,4,16,5,0.306,5.04,3,0,0,0,117,12,14,2,1,3 +stanlbo01,1980,1,BOS,AL,10,8,52,17,5,1,14,525,186,66,11,52,71,0.278,3.39,8,1,7,0,737,26,75,5,5,32 +stantmi01,1980,1,CLE,AL,1,3,51,0,0,0,5,257,98,52,5,44,74,0.298,5.46,1,3,3,0,385,27,58,5,3,13 +stembje01,1980,1,SFN,NL,0,0,1,1,0,0,0,9,2,1,1,2,0,0.167,3.00,0,0,0,1,14,0,3,0,0,0 +stewasa01,1980,1,BAL,AL,7,7,33,3,2,0,3,356,103,47,9,60,78,0.236,3.56,8,5,2,0,507,20,51,4,3,8 +stiebda01,1980,1,TOR,AL,12,15,34,32,14,4,0,728,232,100,12,83,108,0.260,3.71,6,6,6,2,1004,0,108,12,9,35 +stoddti01,1980,1,BAL,AL,5,3,64,0,0,0,26,258,72,24,2,38,64,0.233,2.51,1,3,1,0,352,52,27,2,2,13 +stonest01,1980,1,BAL,AL,25,7,37,37,9,1,0,752,224,90,22,101,149,0.241,3.23,3,7,6,0,1048,0,103,6,3,20 +sutclri01,1980,1,LAN,NL,3,9,42,10,1,1,5,330,122,68,10,55,59,0.286,5.56,2,4,1,5,491,19,73,4,3,5 +suttebr01,1980,1,CHN,NL,5,8,60,0,0,0,28,307,90,30,5,34,76,0.243,2.64,8,2,1,4,423,43,35,14,2,12 +suttodo01,1980,1,LAN,NL,13,5,32,31,4,2,1,637,163,52,20,47,128,0.211,2.20,5,0,2,1,833,1,56,8,3,9 +swancr01,1980,1,NYN,NL,5,9,21,21,4,1,0,385,117,51,20,30,79,0.247,3.58,3,0,0,1,520,0,59,12,4,5 +sykesbo01,1980,1,SLN,NL,6,10,27,19,4,3,0,378,134,65,12,54,50,0.277,4.64,3,3,0,0,545,0,67,5,3,7 +tananfr01,1980,1,CAL,AL,11,12,32,31,7,0,0,612,223,94,18,45,113,0.277,4.15,0,3,8,1,870,1,107,8,4,22 +tekulke01,1980,1,PIT,NL,8,12,78,0,0,0,21,279,96,35,6,40,47,0.267,3.39,16,0,1,0,407,57,39,6,0,10 +tellmto01,1980,1,SDN,NL,3,0,6,2,2,0,1,67,23,4,0,8,9,0.264,1.61,0,0,0,0,95,1,5,0,0,3 +terreje01,1980,1,KCA,AL,0,0,1,0,0,0,0,3,1,0,0,1,0,0.250,0.00,0,0,0,0,5,1,0,0,0,0 +thomaro02,1980,1,SLN,NL,2,3,24,5,0,0,0,165,59,29,3,25,22,0.274,4.75,5,0,3,0,248,8,32,1,4,3 +tiantlu01,1980,1,NYA,AL,8,9,25,25,3,0,0,409,139,74,10,50,84,0.265,4.89,3,2,1,0,588,0,79,6,7,7 +tidrodi01,1980,1,CHN,NL,6,5,84,0,0,0,6,348,97,36,10,53,97,0.229,2.79,16,1,5,0,495,38,44,9,4,6 +tobikda01,1980,1,DET,AL,1,0,17,1,0,0,0,183,61,27,7,21,34,0.266,3.98,4,1,0,0,253,6,27,1,2,9 +toddja01,1980,1,TOR,AL,5,2,12,12,4,0,0,255,90,38,14,30,44,0.276,4.02,1,4,2,0,361,0,40,2,1,11 +tomlida01,1980,1,CIN,NL,3,0,27,0,0,0,0,78,38,16,2,11,6,0.355,5.54,5,1,0,0,123,8,17,4,1,3 +torremi01,1980,1,BOS,AL,9,16,36,32,6,1,0,622,256,117,18,75,97,0.313,5.08,10,9,1,3,918,1,124,13,11,25 +travebi01,1980,1,ML4,AL,12,6,29,25,7,1,0,463,147,67,20,47,62,0.249,3.91,2,2,6,0,650,1,76,2,4,10 +troutst01,1980,1,CHA,AL,9,16,32,30,7,2,0,599,229,82,14,49,89,0.290,3.70,5,5,9,2,866,1,102,14,3,24 +tudorjo01,1980,1,BOS,AL,8,5,16,13,5,0,0,277,81,31,4,31,45,0.238,3.02,1,1,3,0,382,0,35,4,3,8 +twittje01,1980,1,KCA,AL,2,1,13,0,0,0,0,67,33,15,4,7,9,0.351,6.04,3,0,0,0,103,2,17,1,1,3 +ujdurje01,1980,1,DET,AL,1,0,9,2,0,0,0,64,36,18,5,10,8,0.383,7.59,2,0,1,0,107,2,20,1,1,2 +underpa01,1980,1,DET,AL,3,6,49,7,0,0,5,338,121,45,12,35,60,0.277,3.59,7,2,2,0,481,24,51,6,1,14 +underto01,1980,1,NYA,AL,13,9,38,27,2,2,2,561,163,76,15,66,116,0.237,3.66,4,2,4,0,771,5,85,9,4,15 +urreajo01,1980,1,SLN,NL,4,1,30,1,0,0,3,194,57,25,2,41,36,0.239,3.48,9,3,2,2,287,8,28,3,3,7 +valenfe01,1980,1,LAN,NL,2,0,10,0,0,0,1,53,8,0,0,5,16,0.136,0.00,0,0,0,1,66,4,2,1,1,1 +verhojo01,1980,1,MIN,AL,3,4,44,0,0,0,0,299,109,44,10,29,42,0.289,3.97,5,1,3,2,425,13,53,7,9,13 +veselbo01,1980,1,MIN,AL,0,0,1,0,0,0,0,12,3,2,1,1,2,0.214,4.50,0,0,0,0,15,0,2,0,0,0 +vuckope01,1980,1,SLN,NL,12,9,32,30,7,3,1,667,203,84,18,68,132,0.247,3.40,5,5,2,2,907,1,96,8,6,17 +waitsri01,1980,1,CLE,AL,13,14,33,33,9,2,0,673,231,111,18,82,109,0.270,4.45,6,5,1,0,955,0,118,10,7,23 +walkbo01,1980,1,PHI,NL,11,7,27,27,2,0,0,455,163,77,8,71,94,0.276,4.57,2,6,2,3,673,0,82,5,5,11 +weavero01,1980,1,DET,AL,3,4,19,6,0,0,0,191,56,29,5,34,42,0.247,4.10,3,2,1,0,268,6,32,2,4,9 +welchbo01,1980,1,LAN,NL,14,9,32,32,3,2,0,641,190,78,15,79,141,0.242,3.29,6,7,3,5,889,0,85,12,10,11 +wheelga01,1980,1,SEA,AL,0,0,1,1,0,0,0,9,4,2,0,1,1,0.333,6.00,0,1,0,1,13,0,2,0,0,1 +whitsed01,1980,1,SFN,NL,11,13,34,34,6,2,0,635,222,73,7,56,90,0.271,3.10,7,1,4,1,898,0,88,10,9,12 +wihtosa01,1980,1,CLE,AL,1,0,17,0,0,0,1,106,35,14,2,14,20,0.257,3.57,2,2,2,1,156,10,18,3,1,2 +wilcomi01,1980,1,DET,AL,13,11,32,31,13,1,0,596,201,99,24,68,97,0.262,4.48,5,5,6,0,854,1,112,7,7,16 +willial03,1980,1,MIN,AL,6,2,18,9,3,0,1,231,73,30,9,30,35,0.253,3.51,1,3,0,1,321,5,33,2,0,7 +willimi01,1980,1,TOR,AL,2,1,20,0,0,0,3,79,25,5,3,11,14,0.248,1.71,4,2,1,0,114,10,6,0,1,4 +wirthal01,1980,1,OAK,AL,0,0,2,0,0,0,0,6,3,1,0,0,1,0.333,4.50,0,0,0,0,9,2,1,0,0,0 +wiseri01,1980,1,SDN,NL,6,8,27,27,1,0,0,463,172,63,14,37,59,0.285,3.67,10,1,0,2,651,0,69,7,3,9 +worthri01,1980,1,CHA,AL,4,7,41,10,0,0,1,276,102,61,4,58,45,0.285,5.97,5,8,3,0,430,9,73,4,7,11 +zachrpa01,1980,1,NYN,NL,6,10,28,26,7,3,0,494,145,55,16,58,88,0.241,3.01,5,2,5,2,680,1,65,9,4,11 +zahnge01,1980,1,MIN,AL,14,18,38,35,13,5,0,698,273,114,17,66,96,0.302,4.41,3,3,2,1,993,0,138,11,11,37 +aasedo01,1981,1,CAL,AL,4,4,39,0,0,0,11,196,56,17,4,24,38,0.234,2.34,2,2,0,0,265,32,17,1,1,5 +abbotgl01,1981,1,SEA,AL,4,9,22,20,1,0,0,391,127,57,14,28,35,0.258,3.94,1,1,0,0,530,1,64,6,4,13 +agostju01,1981,1,CHA,AL,0,0,2,0,0,0,0,17,5,3,1,0,3,0.238,4.76,0,0,1,0,22,1,3,0,0,1 +alexado01,1981,1,SFN,NL,11,7,24,24,1,1,0,457,156,49,11,44,77,0.263,2.89,2,4,2,1,646,0,51,5,2,8 +allarbr01,1981,1,SEA,AL,3,2,7,7,1,0,0,144,48,20,5,8,20,0.265,3.75,0,0,0,0,191,0,22,2,0,9 +allenne01,1981,1,NYN,NL,7,6,43,0,0,0,18,200,64,22,4,26,50,0.259,2.97,8,3,0,0,286,35,26,10,3,5 +alvarjo01,1981,1,ATL,NL,0,0,1,0,0,0,0,6,0,0,0,0,2,0.000,0.00,0,0,0,0,6,1,0,0,0,0 +anderla02,1981,1,SEA,AL,3,3,41,0,0,0,5,203,57,20,4,18,40,0.228,2.66,2,0,2,0,273,23,27,0,3,5 +andujjo01,1981,1,HOU,NL,2,3,9,3,0,0,0,71,29,13,2,12,18,0.296,4.94,0,0,0,0,113,0,17,1,2,2 +andujjo01,1981,2,SLN,NL,6,1,11,8,1,0,0,166,56,23,4,11,19,0.265,3.74,1,2,0,1,223,0,24,1,0,5 +apontlu01,1981,1,BOS,AL,1,0,7,0,0,0,1,47,11,1,0,3,11,0.208,0.57,0,0,0,0,57,3,1,1,0,4 +armstmi01,1981,1,SDN,NL,0,2,10,0,0,0,0,36,14,8,1,11,9,0.311,6.00,3,0,0,1,58,3,9,2,0,0 +arroyfe01,1981,1,MIN,AL,7,10,23,19,2,0,0,385,144,56,11,34,39,0.290,3.93,1,3,5,0,542,1,66,5,2,20 +augusje01,1981,1,ML4,AL,2,2,27,2,0,0,2,184,75,29,4,18,26,0.300,4.26,3,3,1,0,272,9,30,2,1,7 +babcobo01,1981,1,TEX,AL,1,1,16,0,0,0,0,86,21,7,2,16,18,0.219,2.20,1,0,1,0,117,7,7,3,1,4 +bahnsst01,1981,1,MON,NL,2,1,25,3,0,0,1,147,45,27,7,24,28,0.247,4.96,0,1,1,0,208,4,27,1,0,3 +baileho01,1981,1,DET,AL,1,4,9,5,0,0,0,110,45,30,4,13,17,0.308,7.36,2,3,3,0,165,2,31,1,2,1 +bairdo01,1981,1,CIN,NL,2,2,24,0,0,0,0,117,42,25,5,17,16,0.271,5.77,4,3,0,0,174,12,28,2,0,4 +bairdo01,1981,2,SLN,NL,2,0,11,0,0,0,1,47,13,6,0,2,14,0.228,3.45,0,0,0,0,60,8,6,0,0,1 +bannifl01,1981,1,SEA,AL,9,9,21,20,5,2,0,364,128,60,14,39,85,0.268,4.45,0,7,3,1,522,0,62,2,0,9 +barkele01,1981,1,CLE,AL,8,7,22,22,9,3,0,463,150,67,7,46,127,0.249,3.91,0,5,1,0,660,0,72,6,4,2 +barlomi01,1981,1,TOR,AL,0,0,12,0,0,0,0,45,22,7,1,6,5,0.338,4.20,1,0,4,0,78,7,11,1,2,1 +barrifr01,1981,1,CHA,AL,1,3,8,7,1,0,0,109,45,16,3,14,12,0.292,3.96,1,1,1,0,170,0,23,1,0,2 +baumgro01,1981,1,CHA,AL,5,9,19,19,2,1,0,305,101,46,9,40,52,0.260,4.07,3,4,1,2,435,0,56,4,2,8 +beardda01,1981,1,OAK,AL,1,1,8,0,0,0,3,39,9,4,1,4,15,0.191,2.77,1,0,1,0,53,7,5,0,1,0 +beattji01,1981,1,SEA,AL,3,2,13,9,0,0,1,200,59,22,2,18,36,0.232,2.97,0,2,2,1,275,3,24,1,0,5 +bedrost01,1981,1,ATL,NL,1,2,15,1,0,0,0,73,15,12,2,15,9,0.169,4.44,2,0,1,0,106,5,14,0,1,2 +berenbr01,1981,1,CIN,NL,9,6,21,20,5,3,0,378,97,49,3,77,106,0.211,3.50,0,7,0,2,544,0,55,3,4,12 +berenju01,1981,1,KCA,AL,0,4,8,3,0,0,0,59,22,19,4,16,20,0.289,8.69,0,1,2,0,97,4,21,0,3,0 +berenju01,1981,2,TOR,AL,2,9,12,11,1,0,0,213,62,34,7,35,29,0.235,4.31,1,1,3,0,308,0,41,2,4,4 +bernadw01,1981,1,ML4,AL,0,0,6,0,0,0,0,15,5,2,0,6,1,0.263,3.60,1,0,0,0,27,1,3,0,2,0 +bibbyji01,1981,1,PIT,NL,6,3,14,14,2,2,0,281,79,26,4,26,48,0.225,2.50,1,1,2,0,385,0,30,2,4,7 +birddo01,1981,1,NYA,AL,5,1,17,4,0,0,0,160,58,16,5,16,28,0.280,2.70,3,0,0,0,229,3,19,2,4,5 +birddo01,1981,2,CHN,NL,4,5,12,12,2,1,0,226,72,30,5,16,34,0.254,3.58,3,2,1,0,305,0,34,1,4,6 +blackbu02,1981,1,SEA,AL,0,0,2,0,0,0,0,3,2,0,0,3,0,0.500,0.00,1,1,0,0,7,0,0,0,0,0 +bluevi01,1981,1,SFN,NL,8,6,18,18,1,0,0,374,97,34,7,54,63,0.217,2.45,3,7,1,0,513,0,40,9,3,7 +blylebe01,1981,1,CLE,AL,11,7,20,20,9,1,0,478,145,51,9,40,107,0.245,2.88,1,3,5,1,644,0,52,3,3,14 +boddimi01,1981,1,BAL,AL,0,0,2,0,0,0,0,17,6,3,1,2,2,0.261,4.76,0,2,0,0,25,1,4,0,0,1 +boggsto01,1981,1,ATL,NL,3,13,25,24,2,0,0,428,140,65,11,54,81,0.265,4.10,4,4,3,0,606,1,72,13,7,10 +boitada01,1981,1,NYN,NL,2,1,15,0,0,0,0,49,21,10,2,5,8,0.309,5.51,0,0,2,0,76,4,10,0,1,1 +bombama01,1981,1,TOR,AL,5,5,20,11,0,0,0,271,84,39,6,35,33,0.251,3.89,2,6,1,1,377,3,42,3,3,5 +booneda02,1981,1,SDN,NL,1,0,37,0,0,0,2,190,63,20,2,21,43,0.267,2.84,7,1,1,5,262,8,23,2,2,7 +bordiri01,1981,1,OAK,AL,0,0,2,0,0,0,0,6,1,0,0,1,0,0.143,0.00,0,0,0,0,8,2,0,0,0,0 +bradfla01,1981,1,ATL,NL,2,0,25,0,0,0,1,80,26,11,1,12,14,0.268,3.71,0,0,0,0,113,11,13,2,2,3 +breinfr01,1981,1,SFN,NL,5,2,45,1,0,0,1,233,66,22,4,38,37,0.243,2.55,8,3,2,3,326,15,28,9,5,8 +brennto01,1981,1,CLE,AL,2,2,7,6,1,0,0,145,49,17,5,14,15,0.259,3.17,1,0,0,0,205,0,20,2,0,4 +brettke01,1981,1,KCA,AL,1,1,22,0,0,0,2,97,35,15,2,14,7,0.282,4.18,4,0,1,0,144,14,16,3,2,6 +brownsc01,1981,1,CIN,NL,1,0,10,0,0,0,0,39,16,4,0,1,7,0.314,2.77,1,0,0,0,53,3,4,0,1,1 +brusswa01,1981,1,PHI,NL,0,1,14,0,0,0,0,37,12,6,0,10,8,0.250,4.38,4,0,1,0,60,1,6,0,1,0 +burgmto01,1981,1,BOS,AL,4,5,32,0,0,0,6,179,61,19,5,17,35,0.268,2.87,4,0,4,0,255,21,23,6,0,7 +burnsbr01,1981,1,CHA,AL,10,6,24,23,5,1,0,470,139,46,14,49,108,0.238,2.64,1,1,6,1,651,0,52,5,6,9 +burrira01,1981,1,MON,NL,9,7,22,21,4,0,0,407,117,46,9,41,52,0.235,3.05,3,6,3,1,554,0,56,6,6,7 +butchjo01,1981,1,TEX,AL,1,2,5,3,1,1,0,83,18,5,0,8,19,0.186,1.63,1,0,0,0,106,1,6,1,0,2 +bystrma01,1981,1,PHI,NL,4,3,9,9,1,0,0,161,55,20,3,16,24,0.264,3.35,1,0,1,1,227,0,21,1,1,1 +caldwmi01,1981,1,ML4,AL,11,9,24,23,3,0,0,433,151,63,18,38,41,0.272,3.93,4,3,1,1,609,0,70,10,4,17 +camacer01,1981,1,PIT,NL,0,1,7,3,0,0,0,65,23,12,0,15,11,0.295,4.98,1,2,0,3,96,2,13,1,2,4 +campbbi02,1981,1,BOS,AL,1,1,30,0,0,0,7,145,45,17,5,20,37,0.245,3.17,4,2,0,0,208,23,23,2,2,3 +campri01,1981,1,ATL,NL,9,3,48,0,0,0,17,228,68,15,5,12,47,0.239,1.78,3,0,1,2,304,33,17,5,1,6 +candejo01,1981,1,PIT,NL,2,2,6,6,0,0,0,122,42,16,3,11,14,0.271,3.54,1,0,0,0,168,0,17,1,1,6 +capildo01,1981,1,CHN,NL,1,0,42,0,0,0,0,153,52,18,1,34,28,0.284,3.18,3,6,2,1,225,16,20,3,3,8 +cappuge01,1981,1,DET,AL,1,1,18,3,0,0,1,101,28,13,2,18,19,0.222,3.48,2,4,2,0,146,5,14,0,0,3 +carltst01,1981,1,PHI,NL,13,4,24,24,10,1,0,570,152,51,9,62,179,0.222,2.42,3,9,1,4,763,0,59,12,4,13 +castibo01,1981,1,LAN,NL,2,4,34,1,0,0,5,152,50,30,5,24,35,0.262,5.33,4,0,0,0,220,15,31,3,2,4 +castrbi01,1981,1,NYA,AL,1,1,11,0,0,0,0,57,26,8,2,5,4,0.329,3.79,1,0,0,0,86,6,13,2,0,2 +caudibi01,1981,1,CHN,NL,1,5,30,10,0,0,0,213,87,46,9,31,45,0.301,5.83,2,3,2,1,331,4,50,5,4,5 +chrisla01,1981,1,PHI,NL,4,7,20,15,0,0,1,320,108,42,8,30,70,0.267,3.54,3,3,1,2,446,3,48,2,8,5 +clancji01,1981,1,TOR,AL,6,12,22,22,2,0,0,375,126,68,12,64,56,0.262,4.90,0,12,5,0,556,0,77,2,4,15 +clarkbr01,1981,1,SEA,AL,2,5,29,9,1,0,2,280,92,45,3,55,52,0.261,4.34,4,7,1,3,421,5,54,9,4,9 +clayke01,1981,1,SEA,AL,2,7,22,14,0,0,0,303,116,52,10,42,32,0.294,4.63,3,5,3,1,445,2,62,2,3,14 +clearma01,1981,1,BOS,AL,8,3,34,0,0,0,9,230,69,35,11,51,82,0.239,4.11,2,6,2,0,346,20,36,4,0,2 +clevere01,1981,1,ML4,AL,2,3,35,0,0,0,1,194,57,37,5,30,18,0.239,5.15,2,6,1,0,274,10,41,4,1,8 +combege01,1981,1,CIN,NL,1,0,14,0,0,0,0,53,27,15,3,10,9,0.370,7.64,1,0,0,0,85,6,15,1,1,2 +comerst01,1981,1,TEX,AL,8,2,36,1,0,0,6,232,70,22,1,31,22,0.241,2.56,8,2,1,0,330,22,25,4,4,10 +coopedo01,1981,1,MIN,AL,1,5,27,2,0,0,0,176,61,28,9,32,33,0.274,4.30,4,1,1,2,262,11,33,4,2,7 +corbedo01,1981,1,MIN,AL,2,6,54,0,0,0,17,263,80,25,5,34,60,0.239,2.57,13,2,0,0,377,45,29,3,5,6 +crawfst01,1981,1,BOS,AL,0,5,14,11,0,0,0,173,69,32,10,18,29,0.301,4.99,0,2,3,0,257,2,38,3,4,6 +cruzvi01,1981,1,PIT,NL,1,1,22,0,0,0,1,102,33,10,6,15,28,0.264,2.65,4,1,1,0,144,4,10,3,0,4 +curtijo01,1981,1,SDN,NL,2,6,28,8,0,0,0,200,70,38,11,30,31,0.275,5.13,2,3,1,0,293,8,41,4,3,6 +dacqujo01,1981,1,CAL,AL,0,0,6,0,0,0,0,58,26,23,2,12,8,0.338,10.71,0,1,1,0,95,1,24,1,4,2 +darwida01,1981,1,TEX,AL,9,9,22,22,6,2,0,438,115,59,12,57,98,0.218,3.64,5,1,6,0,601,0,67,8,3,12 +davisma01,1981,1,PHI,NL,1,4,9,9,0,0,0,129,49,37,7,24,29,0.299,7.74,0,1,0,1,194,0,37,2,4,1 +davisro02,1981,1,NYA,AL,4,5,43,0,0,0,6,219,47,22,6,25,83,0.186,2.71,3,1,0,1,285,22,22,4,3,3 +deleolu01,1981,1,SLN,NL,0,1,10,0,0,0,0,46,11,4,1,3,8,0.200,2.35,2,0,0,0,59,2,4,1,0,0 +dennyjo01,1981,1,CLE,AL,10,6,19,19,6,3,0,437,139,51,9,66,94,0.254,3.15,3,10,3,0,623,0,62,2,5,24 +dipinfr01,1981,1,ML4,AL,0,0,2,0,0,0,0,7,0,0,0,3,3,0.000,0.00,0,0,0,0,10,2,0,0,0,0 +dotsori01,1981,1,CHA,AL,9,8,24,24,5,4,0,423,145,59,13,49,73,0.270,3.77,0,3,4,2,599,0,67,4,5,16 +dragodi01,1981,1,SEA,AL,4,6,39,0,0,0,5,161,71,33,4,15,27,0.324,5.53,5,2,0,0,240,24,33,2,4,6 +easteja01,1981,1,ML4,AL,3,3,44,0,0,0,4,186,46,22,0,34,31,0.219,3.19,4,0,0,0,253,16,23,4,5,9 +eastwra01,1981,1,CHN,NL,0,1,30,0,0,0,1,130,43,11,2,15,24,0.264,2.28,3,1,0,1,183,9,16,3,2,4 +eckerde01,1981,1,BOS,AL,9,8,23,23,8,2,0,462,160,73,9,35,79,0.267,4.27,2,0,3,0,649,0,82,6,5,8 +edelejo01,1981,1,SLN,NL,1,0,13,0,0,0,0,52,29,18,2,3,10,0.367,9.35,1,1,1,1,85,4,18,1,1,1 +edelejo01,1981,2,CIN,NL,1,0,5,0,0,0,0,38,5,1,1,0,5,0.128,0.71,0,0,0,0,40,2,1,1,0,2 +eicheju01,1981,1,SDN,NL,8,8,25,24,3,1,0,424,136,55,5,74,81,0.259,3.50,5,5,3,5,615,1,60,8,4,10 +engleri01,1981,1,MON,NL,0,0,1,0,0,0,0,6,6,4,0,1,2,0.500,18.00,0,0,0,0,13,0,4,0,0,0 +erickro01,1981,1,MIN,AL,3,8,14,14,1,0,0,274,93,39,7,31,44,0.262,3.84,4,2,0,5,399,0,48,7,6,3 +espinni01,1981,1,PHI,NL,2,5,14,14,2,0,0,221,98,50,11,24,22,0.333,6.11,2,1,1,0,327,0,52,2,6,9 +espinni01,1981,2,TOR,AL,0,0,1,0,0,0,0,3,4,1,0,0,0,0.667,9.00,0,0,0,0,6,1,1,0,0,1 +falcope01,1981,1,NYN,NL,5,3,35,9,3,1,1,286,84,27,3,36,56,0.241,2.55,4,2,0,1,397,5,32,8,4,5 +farmeed01,1981,1,CHA,AL,3,3,42,0,0,0,10,158,53,27,5,34,42,0.262,4.61,1,3,1,0,243,25,33,4,2,3 +feltote01,1981,1,MIN,AL,0,0,1,0,0,0,0,4,4,6,1,2,1,0.500,40.50,0,0,0,0,10,0,6,0,0,0 +figueed01,1981,1,OAK,AL,0,0,2,1,0,0,0,25,8,5,1,6,1,0.258,5.40,0,0,0,0,37,0,5,0,0,0 +fingero01,1981,1,ML4,AL,6,3,47,0,0,0,28,234,55,9,3,13,61,0.198,1.04,5,1,1,0,297,41,9,4,1,8 +fireost01,1981,1,SDN,NL,0,1,5,4,0,0,0,79,30,8,2,7,11,0.297,2.73,0,0,0,1,110,0,8,0,1,4 +flanami01,1981,1,BAL,AL,9,6,20,20,3,2,0,348,108,54,11,37,72,0.244,4.19,1,6,2,0,482,0,55,0,0,7 +fordda02,1981,1,BAL,AL,1,2,15,2,0,0,0,120,61,29,2,10,12,0.359,6.53,2,2,0,0,185,4,33,3,2,5 +forscbo01,1981,1,SLN,NL,10,5,20,20,1,0,0,373,106,44,7,29,41,0.232,3.18,3,3,4,1,501,0,47,7,4,10 +forscke01,1981,1,CAL,AL,11,7,20,20,10,4,0,459,143,49,7,27,55,0.250,2.88,2,0,4,0,616,0,54,8,5,19 +forstte01,1981,1,LAN,NL,0,1,21,0,0,0,0,92,37,14,1,15,17,0.308,4.11,3,3,0,0,137,6,14,2,0,5 +frazige01,1981,1,NYA,AL,0,1,16,0,0,0,3,83,26,5,1,11,17,0.245,1.63,2,1,0,0,117,9,7,0,0,4 +frostda01,1981,1,CAL,AL,1,8,12,9,0,0,0,142,44,29,3,19,16,0.250,5.51,0,1,1,0,200,1,30,2,2,6 +frymawo01,1981,1,MON,NL,5,3,35,0,0,0,7,129,38,9,1,14,25,0.247,1.88,1,0,1,0,172,16,16,0,3,6 +galasbo01,1981,1,SEA,AL,1,1,13,1,0,0,1,95,32,17,2,13,14,0.264,4.83,1,0,0,0,136,4,19,0,2,3 +galeri01,1981,1,KCA,AL,6,6,19,15,2,0,0,305,107,61,14,38,47,0.270,5.40,0,0,2,0,440,2,63,1,2,13 +garbege01,1981,1,ATL,NL,4,6,35,0,0,0,2,176,49,17,2,20,34,0.214,2.61,9,1,0,1,251,17,23,2,0,3 +garlawa01,1981,1,CLE,AL,3,7,12,10,2,1,0,168,89,36,8,14,15,0.374,5.79,0,0,0,0,264,0,40,6,6,3 +garvije01,1981,1,TOR,AL,1,2,35,4,0,0,0,159,46,20,3,23,25,0.240,3.40,4,3,0,0,221,11,20,4,2,8 +geiseda01,1981,1,CHN,NL,2,0,11,2,0,0,0,48,11,1,0,10,7,0.204,0.56,1,0,0,0,66,4,3,0,2,1 +gleatje01,1981,1,SEA,AL,4,7,20,13,1,0,0,256,88,45,10,38,31,0.273,4.75,2,3,2,0,369,3,50,3,4,12 +glynned01,1981,1,CLE,AL,0,0,4,0,0,0,0,23,5,1,0,4,4,0.192,1.17,0,0,0,0,30,3,1,0,0,1 +goltzda01,1981,1,LAN,NL,2,7,26,8,0,0,1,231,83,35,4,25,48,0.288,4.09,3,2,0,1,319,3,35,4,2,11 +gomezlu01,1981,1,ATL,NL,0,0,1,0,0,0,0,3,3,3,0,2,0,0.500,27.00,0,0,0,0,8,1,3,0,0,0 +gormato03,1981,1,MON,NL,0,0,9,0,0,0,0,45,12,7,0,6,13,0.222,4.20,2,2,1,0,63,4,7,1,1,0 +gossari01,1981,1,NYA,AL,3,2,32,0,0,0,20,140,22,4,2,14,48,0.141,0.77,1,1,1,0,173,30,6,1,1,5 +griffmi02,1981,1,NYA,AL,0,0,2,0,0,0,0,13,5,1,0,0,4,0.278,2.08,0,0,0,0,18,1,1,0,0,0 +griffmi02,1981,2,CHN,NL,2,5,16,9,0,0,1,156,64,26,4,9,20,0.302,4.50,0,1,0,2,228,4,27,5,2,3 +griffto02,1981,1,SFN,NL,8,8,22,22,3,1,0,388,121,54,8,57,83,0.249,3.76,8,5,7,2,557,0,62,5,2,9 +guidrro01,1981,1,NYA,AL,11,5,23,21,0,0,0,381,100,39,12,26,104,0.214,2.76,0,6,1,0,497,1,41,1,1,8 +gullibi01,1981,1,MON,NL,7,9,22,22,3,2,0,472,142,49,3,34,115,0.239,2.80,4,4,4,0,640,0,54,5,2,10 +gurala01,1981,1,KCA,AL,11,8,23,23,12,2,0,517,139,52,11,35,61,0.223,2.72,0,3,4,0,680,0,61,9,9,11 +haasmo01,1981,1,ML4,AL,11,7,24,22,5,0,0,412,146,68,10,40,64,0.275,4.46,4,3,1,1,583,1,69,5,6,12 +hammaat01,1981,1,KCA,AL,1,3,10,6,0,0,0,117,44,24,2,12,11,0.286,5.54,1,0,0,1,169,2,24,2,1,2 +hannapr01,1981,1,ATL,NL,2,1,20,1,0,0,0,106,45,25,2,23,22,0.341,6.37,2,6,0,0,164,1,27,4,5,6 +hargeal01,1981,1,SFN,NL,1,2,6,3,0,0,0,56,20,9,1,9,6,0.299,4.34,2,0,1,0,80,2,9,2,1,3 +harrigr01,1981,1,NYN,NL,3,5,16,14,0,0,1,206,65,34,8,28,54,0.246,4.46,2,3,2,2,300,2,36,4,1,6 +hasslan01,1981,1,CAL,AL,4,3,42,0,0,0,5,227,72,27,8,33,44,0.262,3.21,8,3,0,0,315,21,29,5,2,11 +hausmto01,1981,1,NYN,NL,0,1,20,0,0,0,0,99,28,8,2,7,13,0.235,2.18,1,2,0,1,130,5,8,2,2,4 +havenbr01,1981,1,MIN,AL,3,6,14,12,1,1,0,234,76,31,6,24,43,0.257,3.58,4,1,1,2,323,1,33,1,1,5 +heaveda01,1981,1,OAK,AL,1,0,6,0,0,0,0,17,7,1,0,3,2,0.292,1.59,1,0,0,0,27,2,1,0,0,1 +hernawi01,1981,1,CHN,NL,0,0,12,0,0,0,2,41,14,6,0,8,13,0.280,3.95,2,2,0,0,62,3,7,2,2,2 +hickeke01,1981,1,CHA,AL,0,2,41,0,0,0,3,133,38,18,3,18,17,0.232,3.65,5,1,1,0,188,14,22,3,2,3 +hobbsjo01,1981,1,MIN,AL,0,0,4,0,0,0,0,17,5,2,0,6,1,0.238,3.18,1,1,2,0,29,1,2,0,0,1 +hollaal01,1981,1,SFN,NL,7,5,47,3,0,0,7,302,87,27,4,44,78,0.233,2.41,11,3,2,0,431,23,31,7,5,5 +honeyri01,1981,1,TEX,AL,11,6,20,20,8,2,0,383,120,47,12,17,40,0.246,3.31,1,1,0,0,509,0,49,5,0,18 +hootobu01,1981,1,LAN,NL,11,6,23,23,5,4,0,427,124,36,3,33,74,0.237,2.28,2,3,2,0,571,0,42,5,8,10 +houghch01,1981,1,TEX,AL,4,1,21,5,2,0,1,246,61,27,4,31,69,0.207,2.96,1,4,3,0,330,9,30,1,1,6 +howelja01,1981,1,CHN,NL,2,0,10,2,0,0,0,67,23,12,3,10,10,0.277,4.84,2,0,2,0,97,1,13,1,1,1 +howest01,1981,1,LAN,NL,5,3,41,0,0,0,8,162,51,15,2,18,32,0.254,2.50,7,0,0,0,227,25,17,4,4,9 +hoytla01,1981,1,CHA,AL,9,3,43,1,0,0,10,272,80,36,10,28,60,0.240,3.57,1,3,3,0,371,30,40,5,2,14 +hraboal01,1981,1,ATL,NL,1,1,24,0,0,0,1,101,24,4,1,9,13,0.207,1.07,1,3,0,0,131,9,5,4,2,1 +humeto01,1981,1,CIN,NL,9,4,51,0,0,0,13,203,63,26,7,31,27,0.259,3.46,9,0,1,0,281,40,27,4,2,10 +hurstbr01,1981,1,BOS,AL,2,0,5,5,0,0,0,69,23,11,1,12,11,0.258,4.30,2,2,1,0,104,0,11,0,2,2 +jacksda01,1981,1,MIN,AL,3,3,14,5,0,0,0,98,35,16,1,19,26,0.282,4.41,2,1,1,0,145,3,16,1,0,4 +jacksgr01,1981,1,PIT,NL,1,2,35,0,0,0,4,97,30,9,1,10,17,0.246,2.51,3,3,0,1,135,18,10,2,2,2 +jacksgr01,1981,2,MON,NL,1,0,10,0,0,0,0,32,14,9,2,9,4,0.333,7.59,2,1,0,0,54,2,9,3,0,0 +jacksro03,1981,1,TOR,AL,1,2,39,0,0,0,7,186,65,18,5,25,27,0.275,2.61,7,5,1,0,266,21,23,3,1,9 +jeffeje01,1981,1,CAL,AL,2,4,26,5,0,0,0,231,80,31,4,24,27,0.269,3.62,4,4,2,3,333,5,39,4,6,8 +jenkife01,1981,1,TEX,AL,5,8,19,16,1,0,0,318,122,53,14,40,63,0.290,4.50,4,2,0,0,467,2,55,5,1,9 +johnsjo04,1981,1,TEX,AL,3,1,24,0,0,0,2,71,19,7,2,6,8,0.232,2.66,1,1,1,0,94,15,7,2,3,2 +johnto01,1981,1,NYA,AL,9,8,20,20,7,0,0,421,135,41,10,39,50,0.256,2.63,2,6,3,2,580,0,50,8,2,17 +jonesje01,1981,1,OAK,AL,4,1,33,0,0,0,3,183,51,23,7,40,43,0.233,3.39,7,3,3,0,273,14,27,8,3,5 +jonesmi02,1981,1,KCA,AL,6,3,12,11,0,0,0,227,74,27,7,28,29,0.256,3.21,0,1,2,0,323,0,30,2,2,4 +jonesod01,1981,1,PIT,NL,4,5,13,8,0,0,0,163,51,20,3,23,30,0.250,3.31,6,1,0,1,232,1,23,4,1,2 +jonesra01,1981,1,NYN,NL,1,8,13,12,0,0,0,178,65,32,8,38,14,0.274,4.85,1,2,1,0,284,0,48,5,3,8 +kaatji01,1981,1,SLN,NL,6,6,41,1,0,0,4,159,60,20,2,17,8,0.299,3.40,8,2,0,0,229,16,25,6,5,9 +keetori01,1981,1,ML4,AL,1,0,17,0,0,0,0,106,47,20,4,11,9,0.329,5.09,4,1,0,0,158,8,21,3,1,6 +keougma02,1981,1,OAK,AL,10,6,19,19,10,2,0,421,125,53,11,45,60,0.239,3.40,0,5,0,2,579,0,56,8,2,9 +kernji01,1981,1,TEX,AL,1,2,23,0,0,0,6,90,21,9,0,22,20,0.204,2.70,3,1,1,1,131,15,10,4,1,3 +kingmbr01,1981,1,OAK,AL,3,6,18,15,3,1,0,301,112,44,10,32,52,0.286,3.95,2,3,4,0,435,1,48,6,2,7 +kinnede01,1981,1,DET,AL,0,0,6,0,0,0,0,11,5,4,0,4,3,0.313,9.82,1,0,0,0,20,0,4,0,0,0 +kisonbr01,1981,1,CAL,AL,1,1,11,4,0,0,0,132,40,17,8,14,19,0.241,3.48,1,1,0,0,180,2,18,0,0,6 +kneppbo01,1981,1,HOU,NL,9,5,22,22,6,5,0,470,128,38,5,38,75,0.226,2.18,1,0,4,0,617,0,41,6,3,16 +koosmje01,1981,1,MIN,AL,3,9,19,13,2,1,5,283,98,44,8,34,55,0.272,4.20,7,1,0,1,404,5,49,5,5,4 +koosmje01,1981,2,CHA,AL,1,4,8,3,1,0,0,81,27,10,2,7,21,0.260,3.33,0,1,0,0,113,4,10,2,0,2 +kraveke01,1981,1,CHN,NL,1,6,24,12,0,0,0,235,80,44,5,39,50,0.268,5.06,6,2,4,1,356,2,48,10,5,3 +krukomi01,1981,1,CHN,NL,9,9,25,25,2,1,0,433,146,59,11,55,101,0.264,3.68,6,8,2,1,622,0,68,7,6,16 +kuhaufr01,1981,1,SDN,NL,1,0,5,4,0,0,0,88,28,8,1,9,16,0.257,2.45,1,1,0,0,119,1,10,1,0,4 +laceybo01,1981,1,CLE,AL,0,0,14,0,0,0,0,64,36,18,5,3,11,0.371,7.59,0,1,0,0,103,7,20,0,3,2 +laceybo01,1981,2,TEX,AL,0,0,1,0,0,0,0,3,1,1,1,0,0,0.250,9.00,0,0,0,0,4,1,1,0,0,0 +lacorfr01,1981,1,HOU,NL,4,2,37,0,0,0,5,126,41,17,1,21,40,0.258,3.64,3,6,0,0,184,22,18,1,3,4 +lacosmi01,1981,1,CIN,NL,4,7,20,13,1,1,1,234,102,53,7,30,22,0.325,6.12,4,1,1,0,354,3,55,4,5,10 +lampde01,1981,1,CHA,AL,7,6,27,10,3,0,0,381,103,34,4,43,71,0.222,2.41,1,4,1,1,514,5,41,5,0,11 +langfri01,1981,1,OAK,AL,12,10,24,24,18,2,0,586,190,65,14,58,84,0.255,2.99,2,1,3,0,823,0,81,8,8,15 +lapoida01,1981,1,SLN,NL,1,0,3,2,0,0,0,32,12,5,1,2,4,0.293,4.22,0,0,1,0,45,0,5,1,0,2 +larocda01,1981,1,NYA,AL,4,1,26,1,0,0,0,141,38,13,3,16,24,0.229,2.49,1,1,1,0,192,14,16,3,6,1 +larsoda01,1981,1,PHI,NL,3,0,5,4,1,0,0,84,27,13,4,15,15,0.260,4.18,1,2,0,1,122,0,13,2,1,4 +lavelga01,1981,1,SFN,NL,2,6,34,3,0,0,4,197,58,28,3,23,45,0.244,3.84,4,1,2,2,269,10,33,6,0,7 +leach01,1981,1,MON,NL,5,4,16,11,2,2,0,193,63,33,4,26,31,0.268,4.62,0,4,1,0,267,2,34,3,2,8 +leachte01,1981,1,NYN,NL,1,1,21,1,0,0,0,106,26,10,2,12,16,0.205,2.55,1,0,0,0,139,3,11,0,0,2 +leallu01,1981,1,TOR,AL,7,13,29,19,3,0,1,389,127,53,8,44,71,0.254,3.68,5,8,5,1,562,4,63,7,6,5 +learyti01,1981,1,NYN,NL,0,0,1,1,0,0,0,6,0,0,0,1,3,0.000,0.00,0,1,0,0,7,0,0,0,0,0 +leebi03,1981,1,MON,NL,5,6,31,7,0,0,6,266,90,29,6,14,34,0.265,2.94,2,2,2,0,365,16,33,8,1,8 +leema01,1981,1,PIT,NL,0,2,12,0,0,0,2,59,17,6,1,5,5,0.233,2.75,1,1,0,1,83,6,6,5,0,0 +leibrch01,1981,1,CIN,NL,1,1,7,4,1,1,0,90,28,12,0,15,9,0.262,3.60,2,0,0,0,128,0,12,4,2,2 +leonade01,1981,1,KCA,AL,13,11,26,26,9,2,0,605,202,67,15,41,107,0.258,2.99,5,5,3,1,837,0,79,5,6,13 +lerchra01,1981,1,ML4,AL,7,9,23,18,1,0,0,332,134,53,8,43,53,0.303,4.31,2,6,0,0,495,4,63,5,5,15 +lewalde01,1981,1,CLE,AL,0,0,7,0,0,0,0,40,16,8,1,2,11,0.296,5.40,0,0,0,0,57,4,8,0,1,1 +littema01,1981,1,SLN,NL,1,3,28,1,0,0,2,123,36,20,2,31,22,0.237,4.39,7,2,0,0,186,4,21,3,0,4 +littljo01,1981,1,SDN,NL,2,3,42,0,0,0,2,192,53,26,5,28,21,0.232,3.66,5,1,1,0,262,13,28,4,0,11 +lollati01,1981,1,SDN,NL,2,8,24,11,0,0,1,230,87,52,4,51,38,0.293,6.10,8,7,3,4,361,4,56,8,2,6 +longbo01,1981,1,PIT,NL,1,2,5,3,0,0,0,59,23,13,2,10,8,0.299,5.95,0,0,0,0,90,0,14,2,1,0 +lopezau01,1981,1,DET,AL,5,2,29,3,0,0,3,245,70,33,8,31,53,0.233,3.64,2,0,2,1,338,19,34,1,4,5 +lucasga01,1981,1,SDN,NL,7,7,57,0,0,0,13,270,78,20,1,36,53,0.247,2.00,15,1,3,1,369,40,26,9,5,10 +luebbst01,1981,1,BAL,AL,0,0,7,0,0,0,0,50,26,14,3,4,12,0.366,7.56,1,1,1,0,77,3,14,0,1,3 +lylesp01,1981,1,PHI,NL,9,6,48,0,0,0,2,225,85,37,4,33,29,0.301,4.44,9,3,1,2,332,19,40,12,4,6 +lynched01,1981,1,NYN,NL,4,5,17,13,0,0,0,241,79,26,6,21,27,0.254,2.91,2,3,1,1,336,0,32,2,1,8 +mahlemi01,1981,1,CAL,AL,0,0,6,0,0,0,0,19,1,0,0,2,5,0.056,0.00,0,0,0,0,20,5,0,0,0,1 +mahleri01,1981,1,ATL,NL,8,6,34,14,1,0,2,337,109,35,5,43,54,0.258,2.80,5,3,1,1,478,10,41,8,3,8 +marshmi01,1981,1,NYN,NL,3,2,20,0,0,0,0,93,26,9,2,8,8,0.224,2.61,1,2,0,0,127,9,10,2,1,2 +martial02,1981,1,CAL,AL,0,0,2,0,0,0,0,18,5,2,1,3,4,0.227,3.00,0,0,0,0,25,1,2,0,0,1 +martide01,1981,1,BAL,AL,14,5,25,24,9,2,0,537,173,66,10,62,88,0.254,3.32,1,6,2,1,753,0,84,2,5,14 +martijo05,1981,1,SLN,NL,8,5,17,15,4,0,0,308,85,39,10,26,36,0.228,3.42,0,0,2,1,407,0,43,5,2,9 +martire01,1981,1,KCA,AL,4,5,29,0,0,0,4,185,55,19,2,29,25,0.244,2.77,7,2,0,0,264,12,25,3,7,4 +martisi01,1981,1,SLN,NL,2,5,18,16,0,0,0,291,95,43,4,39,34,0.260,3.99,3,2,1,0,413,0,48,3,4,10 +martiti01,1981,1,BAL,AL,3,3,37,0,0,0,11,177,48,19,4,32,50,0.231,2.90,6,3,0,0,248,24,21,5,3,9 +martzra01,1981,1,CHN,NL,5,7,33,14,1,0,6,323,103,44,6,49,32,0.256,3.68,1,3,1,0,464,10,49,8,3,15 +matlajo01,1981,1,TEX,AL,4,7,17,16,1,1,0,313,101,48,8,41,43,0.258,4.14,1,2,1,0,447,0,59,8,6,11 +matulri01,1981,1,ATL,NL,0,0,5,0,0,0,0,21,8,5,1,2,0,0.286,6.43,0,0,0,0,30,2,5,0,0,1 +mayru01,1981,1,NYA,AL,6,11,27,22,4,0,1,443,137,68,10,41,79,0.246,4.14,0,6,2,0,610,1,71,6,4,15 +mccatst01,1981,1,OAK,AL,14,7,22,22,16,4,0,557,140,48,12,61,91,0.211,2.33,1,0,2,0,741,0,50,8,6,6 +mcclubo01,1981,1,ML4,AL,0,0,4,0,0,0,0,23,7,3,1,4,6,0.233,3.52,1,0,0,0,34,1,3,0,0,0 +mcgafan01,1981,1,NYA,AL,0,0,2,0,0,0,0,21,5,2,1,3,2,0.200,2.57,0,0,0,1,31,0,3,1,2,0 +mcgloly01,1981,1,CHN,NL,1,4,20,6,0,0,0,164,71,29,1,28,26,0.318,4.77,4,1,1,0,259,5,32,6,1,3 +mcgloly01,1981,2,CHA,AL,0,0,11,0,0,0,0,65,14,10,0,7,12,0.189,4.15,3,0,1,0,83,4,10,1,0,2 +mcgratu01,1981,1,PHI,NL,2,4,34,0,0,0,10,132,35,13,2,14,26,0.219,2.66,3,2,0,0,178,31,13,2,2,1 +mcgresc01,1981,1,BAL,AL,13,5,24,22,8,3,0,480,167,58,13,40,82,0.273,3.26,5,3,0,1,664,2,63,7,6,20 +mclaubo01,1981,1,OAK,AL,0,0,11,0,0,0,1,35,17,15,1,9,3,0.333,11.57,0,2,1,0,61,4,15,0,0,0 +mclaujo01,1981,1,TOR,AL,1,5,40,0,0,0,10,180,55,19,2,21,38,0.249,2.85,2,1,0,0,249,26,24,6,1,6 +mcwilla01,1981,1,ATL,NL,2,1,6,5,2,1,0,113,31,13,2,8,23,0.230,3.11,0,0,0,0,147,0,13,2,2,3 +medicdo01,1981,1,TEX,AL,10,6,20,20,4,4,0,430,136,49,8,33,65,0.252,3.08,5,1,2,0,585,0,51,8,2,6 +mercema01,1981,1,TEX,AL,0,1,7,0,0,0,2,23,7,4,1,7,8,0.241,4.70,0,0,0,0,36,2,4,0,0,0 +milledy01,1981,1,NYN,NL,1,0,23,0,0,0,0,115,49,14,2,15,22,0.327,3.29,2,2,1,1,174,8,20,6,2,5 +minetcr01,1981,1,OAK,AL,0,0,8,0,0,0,0,20,7,2,0,4,4,0.280,2.70,0,0,1,0,31,2,2,0,1,0 +mintogr01,1981,1,SFN,NL,4,5,55,0,0,0,21,253,84,27,0,36,29,0.268,2.88,8,2,0,2,359,44,28,6,2,13 +mirabpa01,1981,1,TOR,AL,0,0,8,1,0,0,0,44,20,12,2,7,9,0.313,7.36,0,0,1,0,73,1,16,0,1,0 +moffira01,1981,1,SFN,NL,0,0,10,0,0,0,0,34,15,10,2,2,11,0.313,7.94,1,0,0,0,51,1,10,0,1,1 +mongesi01,1981,1,CLE,AL,3,5,31,0,0,0,4,174,58,28,9,21,41,0.266,4.34,2,2,0,0,244,20,31,2,3,6 +montejo01,1981,1,ATL,NL,2,3,26,9,0,0,1,232,75,30,9,27,34,0.260,3.49,2,2,0,1,323,4,32,5,3,6 +mooredo01,1981,1,ML4,AL,0,0,3,0,0,0,0,12,4,3,0,4,2,0.286,6.75,0,1,0,0,19,2,3,0,1,0 +morenan01,1981,1,CAL,AL,1,3,8,4,1,0,0,94,27,10,2,14,12,0.233,2.87,0,1,0,0,131,1,10,0,1,2 +morrija02,1981,1,DET,AL,14,7,25,25,15,1,0,594,153,67,14,78,97,0.218,3.05,11,2,2,2,798,0,69,8,9,25 +moskapa01,1981,1,CIN,NL,2,1,27,1,0,0,2,164,54,30,4,32,32,0.258,4.94,5,2,1,0,246,4,31,1,3,4 +muellwi01,1981,1,ML4,AL,0,0,1,0,0,0,0,6,4,1,0,0,1,0.400,4.50,0,0,0,0,10,0,1,0,0,0 +murast01,1981,1,SDN,NL,5,14,23,22,2,0,0,416,156,66,10,50,70,0.286,4.28,2,4,0,0,610,1,72,14,1,10 +murrada01,1981,1,TOR,AL,1,0,11,0,0,0,0,46,12,2,0,5,12,0.211,1.17,0,1,0,0,62,7,2,0,0,1 +nelsoge01,1981,1,NYA,AL,3,1,8,7,0,0,0,118,40,21,5,23,16,0.261,4.81,1,2,1,0,179,0,24,0,2,4 +niedeto01,1981,1,LAN,NL,3,1,17,0,0,0,2,78,25,11,1,6,12,0.258,3.81,2,0,1,0,107,8,11,2,1,1 +niekrjo01,1981,1,HOU,NL,9,9,24,24,5,2,0,498,150,52,8,47,77,0.243,2.82,4,7,0,0,676,0,60,6,6,10 +niekrph01,1981,1,ATL,NL,7,7,22,22,3,3,0,418,120,48,6,56,62,0.233,3.10,2,2,1,0,578,0,56,5,2,11 +nolesdi01,1981,1,PHI,NL,2,2,13,8,0,0,0,175,57,27,2,23,34,0.260,4.17,2,3,3,3,249,1,30,2,2,3 +norrimi01,1981,1,OAK,AL,12,9,23,23,12,2,0,518,145,72,17,63,78,0.228,3.75,0,14,10,5,721,0,77,6,7,8 +oconnja02,1981,1,MIN,AL,3,2,28,0,0,0,0,106,46,23,3,30,16,0.336,5.86,6,0,2,0,173,11,27,4,0,8 +ojedabo01,1981,1,BOS,AL,6,2,10,10,2,0,0,199,50,23,6,25,28,0.212,3.12,2,0,2,0,267,0,25,3,1,8 +oroscje01,1981,1,NYN,NL,0,1,8,0,0,0,1,52,13,3,2,6,18,0.213,1.56,2,0,0,1,69,4,4,2,0,0 +ottenji01,1981,1,SLN,NL,1,0,24,0,0,0,0,107,44,21,3,20,20,0.319,5.30,5,4,0,0,160,10,23,1,1,5 +owchibo01,1981,1,OAK,AL,4,3,29,0,0,0,2,118,34,14,2,19,26,0.245,3.20,2,0,1,0,164,12,15,3,2,7 +palmeji01,1981,1,BAL,AL,7,8,22,22,5,0,0,382,117,53,14,46,35,0.247,3.75,1,3,2,1,532,0,60,4,6,14 +parromi01,1981,1,SEA,AL,3,6,24,12,0,0,1,255,102,48,3,28,43,0.299,5.08,1,1,1,1,378,6,51,4,4,6 +paschbi01,1981,1,KCA,AL,0,0,2,0,0,0,0,6,2,1,0,0,1,0.286,4.50,0,1,0,0,7,2,1,0,0,1 +pastofr01,1981,1,CIN,NL,4,9,22,22,2,1,0,396,125,59,11,35,81,0.247,4.02,1,3,3,2,556,0,73,7,5,11 +pattere01,1981,1,CHA,AL,0,1,6,1,0,0,0,22,14,11,1,6,2,0.412,13.50,0,1,0,0,40,2,11,0,0,1 +penaal01,1981,1,LAN,NL,1,1,14,0,0,0,2,76,18,8,2,11,14,0.194,2.84,1,0,0,0,104,7,8,0,0,1 +perezpa01,1981,1,PIT,NL,2,7,17,13,2,0,0,259,92,38,5,34,46,0.273,3.96,9,5,3,1,380,1,50,6,0,7 +perryga01,1981,1,ATL,NL,8,9,23,23,3,0,0,452,182,66,9,24,60,0.304,3.94,1,3,4,1,644,0,70,12,6,11 +petryda01,1981,1,DET,AL,10,9,23,22,7,2,0,423,115,47,10,57,79,0.224,3.00,4,3,1,1,583,1,53,9,2,13 +pladsgo01,1981,1,HOU,NL,0,0,2,0,0,0,0,12,9,4,0,3,3,0.429,9.00,0,0,0,1,24,0,4,0,0,0 +portech01,1981,1,ML4,AL,0,0,3,0,0,0,0,13,6,2,0,1,1,0.316,4.15,0,1,0,0,20,1,2,0,0,0 +powerte01,1981,1,LAN,NL,1,3,5,2,0,0,0,43,16,5,0,7,7,0.286,3.14,2,0,1,0,66,1,6,0,2,1 +pricejo02,1981,1,CIN,NL,6,1,41,0,0,0,4,161,42,15,3,18,41,0.222,2.52,2,2,0,0,216,13,19,6,3,4 +prolymi01,1981,1,PHI,NL,2,1,35,2,0,0,2,189,66,27,6,19,19,0.282,3.86,5,1,1,1,262,9,29,5,3,9 +puleoch01,1981,1,NYN,NL,0,0,4,1,0,0,0,40,8,0,0,8,8,0.182,0.00,2,1,0,0,53,2,1,1,0,1 +quiseda01,1981,1,KCA,AL,1,4,40,0,0,0,18,187,59,12,1,15,20,0.258,1.73,8,0,1,0,254,35,16,5,4,7 +rainech01,1981,1,BOS,AL,0,1,11,2,0,0,0,120,39,12,2,13,20,0.252,2.70,1,1,0,0,171,3,21,1,2,3 +ratzest01,1981,1,MON,NL,1,1,12,0,0,0,0,52,23,12,2,7,4,0.311,6.23,1,1,0,1,82,7,14,1,0,2 +raudo01,1981,1,CAL,AL,1,2,3,3,0,0,0,31,14,10,2,4,3,0.341,8.71,0,0,0,0,45,0,10,0,0,2 +rawlesh01,1981,1,SEA,AL,4,6,46,0,0,0,8,205,64,30,1,38,35,0.257,3.95,6,8,1,0,295,28,31,4,3,11 +reardje01,1981,1,NYN,NL,1,0,18,0,0,0,2,86,27,11,2,12,28,0.245,3.45,4,0,1,0,124,14,11,0,1,0 +reardje01,1981,2,MON,NL,2,0,25,0,0,0,6,125,21,6,3,9,21,0.148,1.30,0,1,1,0,155,19,6,3,0,0 +redfepe01,1981,1,MIN,AL,9,8,24,23,3,0,0,425,140,64,12,52,77,0.261,4.07,1,2,2,1,601,0,70,6,4,10 +reedje01,1981,1,PHI,NL,0,1,4,0,0,0,0,14,7,4,0,6,5,0.333,7.71,0,0,0,0,27,2,4,0,0,0 +reedro01,1981,1,PHI,NL,5,3,39,0,0,0,8,184,54,21,6,17,40,0.237,3.08,8,1,1,0,251,22,26,3,2,6 +renkost01,1981,1,CAL,AL,8,4,22,15,0,0,1,306,93,39,7,42,50,0.250,3.44,1,0,1,0,424,5,40,3,6,8 +reuscri01,1981,1,CHN,NL,4,7,13,13,1,0,0,257,87,33,4,23,53,0.267,3.47,4,5,4,0,358,0,40,5,0,13 +reuscri01,1981,2,NYA,AL,4,4,12,11,3,0,0,212,75,21,4,10,22,0.280,2.67,0,0,1,0,282,1,24,1,2,15 +reussje01,1981,1,LAN,NL,10,4,22,22,8,2,0,458,138,39,6,27,51,0.243,2.30,3,1,4,0,608,0,44,9,0,18 +rhoderi01,1981,1,PIT,NL,9,4,21,21,4,2,0,409,147,59,6,53,76,0.283,3.89,2,6,2,1,588,0,66,7,7,18 +righeda01,1981,1,NYA,AL,8,4,15,15,2,0,0,316,75,24,1,38,89,0.196,2.05,0,1,0,1,422,0,25,0,2,7 +rincoan01,1981,1,SLN,NL,3,1,5,5,1,1,0,107,27,7,0,5,13,0.214,1.77,1,1,2,1,133,0,8,0,0,5 +ripleal01,1981,1,SFN,NL,4,4,19,14,1,0,0,272,103,41,5,27,47,0.289,4.07,2,6,3,1,396,1,45,7,3,9 +roberda05,1981,1,NYN,NL,0,3,7,4,0,0,0,46,26,16,5,5,10,0.366,9.39,0,0,0,0,76,0,18,0,0,2 +robinde01,1981,1,CHA,AL,1,0,4,0,0,0,0,12,5,2,1,3,2,0.357,4.50,1,0,0,0,18,1,2,1,0,0 +robindo01,1981,1,PIT,NL,0,3,16,2,0,0,2,115,47,25,4,23,17,0.318,5.87,4,3,0,0,180,4,27,7,2,0 +rogerst01,1981,1,MON,NL,12,8,22,22,7,3,0,482,149,61,7,41,87,0.248,3.42,4,1,2,0,652,0,64,3,4,12 +romoen01,1981,1,PIT,NL,1,3,33,0,0,0,9,125,47,21,5,18,23,0.290,4.54,7,1,0,0,186,14,27,2,3,3 +rothsla01,1981,1,DET,AL,0,0,5,0,0,0,1,17,4,1,0,6,1,0.200,1.59,1,0,0,0,27,2,1,0,1,0 +rowlami01,1981,1,SFN,NL,0,1,9,1,0,0,0,47,13,6,1,6,8,0.232,3.45,2,0,1,0,66,3,7,2,1,0 +rozemda01,1981,1,DET,AL,5,5,28,9,2,2,3,312,99,42,12,25,46,0.256,3.63,8,2,3,0,419,12,42,2,2,11 +ruckeda01,1981,1,DET,AL,0,0,2,0,0,0,0,12,3,3,0,1,2,0.188,6.75,0,0,1,0,18,2,4,0,0,0 +ruhleve01,1981,1,HOU,NL,4,6,20,15,1,0,1,306,97,33,6,20,39,0.250,2.91,1,0,1,0,412,3,36,2,1,8 +ruthvdi01,1981,1,PHI,NL,12,7,23,22,5,0,0,440,162,84,10,54,80,0.281,5.15,4,6,3,1,648,0,94,8,7,12 +ryanno01,1981,1,HOU,NL,11,5,21,21,5,3,0,447,99,28,2,68,140,0.188,1.69,1,16,1,2,605,0,34,5,3,10 +sambijo01,1981,1,HOU,NL,5,5,49,0,0,0,10,191,43,13,4,22,41,0.192,1.84,5,0,2,0,255,32,17,6,1,6 +sanchlu01,1981,1,CAL,AL,0,2,17,0,0,0,2,101,39,11,4,11,13,0.287,2.94,0,1,1,0,150,8,16,1,1,3 +sandesc01,1981,1,MON,NL,9,7,22,22,4,1,0,412,122,45,10,31,77,0.236,2.95,2,2,1,0,560,0,50,7,4,6 +saucike01,1981,1,DET,AL,4,2,38,0,0,0,13,147,26,9,1,21,23,0.160,1.65,3,2,5,0,189,23,11,1,0,10 +schatda01,1981,1,DET,AL,6,8,17,14,1,0,0,214,74,48,13,29,20,0.265,6.06,1,3,2,0,318,1,49,4,4,3 +schatje01,1981,1,KCA,AL,0,0,1,0,0,0,0,9,2,0,0,1,1,0.182,0.00,0,0,2,0,14,0,0,0,0,1 +schmida01,1981,1,TEX,AL,0,1,14,1,0,0,1,95,31,11,1,11,13,0.258,3.13,3,3,1,1,132,8,11,0,0,1 +schneje01,1981,1,BAL,AL,0,0,11,0,0,0,1,72,27,13,4,12,17,0.290,4.88,1,0,1,0,109,7,15,3,0,2 +scottmi03,1981,1,NYN,NL,5,10,23,23,1,0,0,408,130,59,11,34,54,0.261,3.90,1,1,1,2,551,0,65,12,5,12 +scurrro01,1981,1,PIT,NL,4,5,27,7,0,0,7,222,74,31,6,40,65,0.259,3.77,2,4,3,1,331,10,33,1,1,5 +searara01,1981,1,NYN,NL,1,0,26,0,0,0,1,110,34,15,2,17,16,0.252,3.68,3,3,0,0,156,7,16,2,2,3 +seaveto01,1981,1,CIN,NL,14,2,23,23,6,1,0,499,120,47,10,66,87,0.205,2.54,8,5,3,0,671,0,51,9,8,13 +shirlbo01,1981,1,SLN,NL,6,4,28,11,1,0,1,238,78,36,6,34,36,0.260,4.08,3,1,1,0,342,5,42,5,2,9 +shower01,1981,1,SDN,NL,1,3,15,0,0,0,3,69,17,8,2,9,22,0.213,3.13,3,0,1,0,92,4,9,2,0,1 +slatoji01,1981,1,ML4,AL,5,7,24,21,0,0,0,352,120,57,10,50,47,0.273,4.37,2,5,2,0,500,2,60,3,6,11 +smithbi06,1981,1,HOU,NL,1,1,10,1,0,0,1,62,20,7,3,3,3,0.263,3.05,1,0,0,0,81,4,7,2,0,3 +smithbr01,1981,1,MON,NL,1,0,7,0,0,0,0,39,14,4,1,3,9,0.280,2.77,0,2,0,0,53,1,4,0,0,1 +smithda02,1981,1,HOU,NL,5,3,42,0,0,0,8,225,54,23,2,23,52,0.198,2.76,4,4,2,0,305,22,26,6,1,2 +smithle02,1981,1,CHN,NL,3,6,40,1,0,0,1,200,57,26,2,31,50,0.238,3.51,8,7,1,1,281,12,31,8,2,6 +solomed01,1981,1,PIT,NL,8,6,22,17,2,0,1,381,133,44,10,27,38,0.278,3.12,3,3,3,2,521,5,49,11,2,12 +sorenla01,1981,1,SLN,NL,7,7,23,23,3,1,0,421,149,51,3,26,52,0.271,3.27,2,1,1,5,579,0,59,2,0,14 +sosael01,1981,1,MON,NL,1,2,32,0,0,0,3,118,46,16,3,8,18,0.297,3.66,0,1,1,0,170,17,16,3,3,4 +sotoma01,1981,1,CIN,NL,12,9,25,25,10,3,0,525,142,64,13,61,151,0.220,3.29,3,4,3,3,717,0,69,3,4,9 +spillda01,1981,1,CLE,AL,4,4,32,5,1,0,7,292,86,34,3,39,59,0.240,3.14,3,3,0,1,410,21,41,5,7,4 +splitpa01,1981,1,KCA,AL,5,5,21,15,1,0,0,297,111,48,12,23,48,0.294,4.36,4,0,1,2,419,1,48,11,7,10 +sprowbo01,1981,1,HOU,NL,0,1,15,1,0,0,0,86,40,19,1,14,18,0.333,5.97,1,3,0,0,138,4,20,2,2,0 +stanlbo01,1981,1,BOS,AL,10,8,35,1,0,0,0,296,110,42,3,38,28,0.294,3.83,4,1,6,0,430,14,46,8,4,19 +stantmi01,1981,1,CLE,AL,3,3,24,0,0,0,2,130,43,21,4,18,34,0.262,4.36,4,1,0,0,185,15,21,2,1,3 +steinra02,1981,1,SEA,AL,0,1,5,0,0,0,0,28,18,11,1,8,6,0.429,10.61,0,1,0,0,51,1,12,0,1,2 +stewada01,1981,1,LAN,NL,4,3,32,0,0,0,6,130,40,12,3,14,29,0.250,2.49,5,4,0,0,184,14,13,7,3,1 +stewasa01,1981,1,BAL,AL,4,8,29,3,0,0,4,337,89,29,8,57,57,0.225,2.32,4,1,3,2,463,18,33,4,3,12 +stiebda01,1981,1,TOR,AL,11,10,25,25,11,2,0,551,148,65,10,61,89,0.223,3.19,2,1,11,2,748,0,70,5,7,18 +stoddbo01,1981,1,SEA,AL,2,1,5,5,1,0,0,104,35,10,3,9,22,0.269,2.60,0,2,1,0,141,0,10,1,0,4 +stoddti01,1981,1,BAL,AL,4,2,31,0,0,0,7,112,38,16,6,18,32,0.268,3.86,0,2,2,0,162,20,16,0,0,3 +stonest01,1981,1,BAL,AL,4,7,15,12,0,0,0,188,63,32,7,27,30,0.266,4.60,0,0,1,0,270,1,39,4,1,3 +sutclri01,1981,1,LAN,NL,2,2,14,6,0,0,0,141,41,21,5,20,16,0.240,4.02,2,0,2,0,197,5,24,1,2,4 +suttebr01,1981,1,SLN,NL,3,5,48,0,0,0,25,247,64,24,5,24,57,0.218,2.62,8,0,1,1,328,36,24,7,3,6 +suttodo01,1981,1,HOU,NL,11,9,23,23,6,3,0,476,132,46,6,29,104,0.230,2.61,3,0,1,1,624,0,51,13,6,5 +swancr01,1981,1,NYN,NL,0,2,5,3,0,0,0,41,10,5,0,1,9,0.204,3.29,0,0,0,0,50,0,6,0,0,1 +sykesbo01,1981,1,SLN,NL,2,0,22,1,0,0,0,112,37,19,2,18,14,0.266,4.58,1,3,1,0,160,7,20,2,0,5 +tananfr01,1981,1,BOS,AL,4,10,24,23,5,2,0,424,142,63,17,43,78,0.265,4.01,4,2,4,0,596,0,70,9,4,15 +tekulke01,1981,1,PIT,NL,5,5,45,0,0,0,3,195,61,18,1,17,34,0.250,2.49,5,1,1,0,268,27,19,4,2,10 +tiantlu01,1981,1,PIT,NL,2,5,9,9,1,0,0,172,54,25,3,19,32,0.243,3.92,2,0,0,0,242,0,31,1,0,3 +tidrodi01,1981,1,CHN,NL,3,10,51,0,0,0,9,224,73,42,6,30,39,0.256,5.06,15,1,1,0,328,30,45,11,1,4 +tobikda01,1981,1,DET,AL,2,2,27,0,0,0,1,181,47,18,7,33,32,0.215,2.69,3,1,0,0,258,9,19,2,4,5 +toddja01,1981,1,TOR,AL,2,7,21,13,3,0,0,293,94,43,10,31,41,0.251,3.96,2,3,4,0,415,1,51,3,3,9 +torremi01,1981,1,BOS,AL,10,3,22,22,2,0,0,382,130,52,10,51,54,0.267,3.68,2,1,0,0,542,0,61,4,1,11 +travebi01,1981,1,CAL,AL,0,1,4,4,0,0,0,29,14,9,2,4,5,0.333,8.38,0,0,0,0,46,0,11,0,0,1 +troutst01,1981,1,CHA,AL,8,7,20,18,3,0,0,374,122,48,7,38,54,0.261,3.47,0,2,4,0,517,0,53,4,4,17 +tudorjo01,1981,1,BOS,AL,4,3,18,11,2,0,1,236,74,40,11,28,44,0.252,4.58,1,1,3,1,331,3,44,2,4,4 +tuftsbo01,1981,1,SFN,NL,0,0,11,0,0,0,0,46,20,6,1,6,12,0.308,3.52,0,2,1,0,74,4,9,1,1,1 +ujdurje01,1981,1,DET,AL,0,0,4,4,0,0,0,42,19,10,2,5,5,0.322,6.43,0,0,0,1,65,0,12,0,1,0 +underto01,1981,1,NYA,AL,1,4,9,6,0,0,0,98,32,16,2,13,29,0.262,4.41,1,0,0,0,138,1,17,3,0,3 +underto01,1981,2,OAK,AL,3,2,16,5,1,0,1,153,37,18,4,25,46,0.202,3.18,1,2,2,4,213,5,21,3,0,5 +urreajo01,1981,1,SDN,NL,2,2,38,0,0,0,2,147,43,13,1,28,19,0.240,2.39,0,4,3,0,215,16,14,1,3,3 +valenfe01,1981,1,LAN,NL,13,7,25,25,11,8,0,577,140,53,11,61,180,0.205,2.48,4,4,1,0,758,0,55,9,3,11 +verhojo01,1981,1,MIN,AL,0,0,25,0,0,0,0,156,57,23,4,14,16,0.288,3.98,4,2,2,0,223,15,27,5,4,3 +veselbo01,1981,1,MIN,AL,1,1,5,0,0,0,0,68,22,8,1,12,13,0.250,3.18,2,1,0,0,102,3,8,1,1,1 +vuckope01,1981,1,ML4,AL,14,4,24,23,2,1,0,449,137,59,9,57,84,0.249,3.55,1,1,4,0,620,0,61,7,1,16 +waitsri01,1981,1,CLE,AL,8,10,22,21,5,1,0,379,173,69,7,44,51,0.330,4.92,1,5,1,0,578,0,74,5,4,12 +walkbo01,1981,1,ATL,NL,1,4,12,8,0,0,0,130,41,22,6,23,16,0.250,4.57,0,1,0,0,189,1,25,2,0,6 +wehrmda01,1981,1,NYA,AL,0,0,5,0,0,0,0,21,6,4,0,7,7,0.240,5.14,2,0,0,0,33,2,4,0,1,0 +welchbo01,1981,1,LAN,NL,9,5,23,23,2,1,0,424,141,54,11,41,88,0.259,3.44,0,2,3,0,601,0,56,9,4,10 +welshch01,1981,1,SDN,NL,6,7,22,19,4,2,0,371,122,52,9,41,51,0.264,3.78,4,1,1,2,512,2,55,5,3,13 +whitele01,1981,1,TEX,AL,0,1,2,1,0,0,0,10,8,6,1,2,2,0.500,16.20,0,0,0,0,20,0,7,1,1,0 +whitsed01,1981,1,SFN,NL,6,9,22,22,2,1,0,369,130,55,10,47,65,0.273,4.02,5,3,2,2,534,0,61,6,2,10 +wilcomi01,1981,1,DET,AL,12,9,24,24,8,1,0,499,152,56,10,52,79,0.247,3.03,3,4,6,0,686,0,61,8,5,15 +willial03,1981,1,MIN,AL,6,10,23,22,4,0,0,450,160,68,11,52,76,0.276,4.08,4,2,1,3,640,1,72,3,5,17 +willimi01,1981,1,TOR,AL,0,4,20,0,0,0,0,105,43,23,6,20,16,0.301,5.91,1,0,1,0,168,4,25,2,2,2 +wiseri01,1981,1,SDN,NL,4,8,18,18,0,0,0,294,116,41,10,19,27,0.296,3.77,4,2,0,0,419,0,44,6,2,5 +wittmi01,1981,1,CAL,AL,8,9,22,21,7,1,0,387,123,47,9,47,75,0.251,3.28,4,2,11,0,555,1,60,3,4,8 +wrighji03,1981,1,KCA,AL,2,3,17,4,0,0,0,156,57,20,5,21,27,0.277,3.46,7,0,2,0,230,7,21,0,1,4 +zachrpa01,1981,1,NYN,NL,7,14,24,24,3,0,0,417,151,64,13,56,76,0.282,4.14,1,1,4,1,616,0,78,11,9,6 +zahnge01,1981,1,CAL,AL,10,11,25,25,9,0,0,484,181,79,18,43,52,0.285,4.41,2,2,0,2,689,0,93,8,2,18 +aasedo01,1982,1,CAL,AL,3,3,24,0,0,0,4,156,45,20,5,23,40,0.243,3.46,2,2,0,0,212,18,20,4,0,5 +agostju01,1982,1,CHA,AL,0,0,1,0,0,0,0,6,7,4,0,0,1,0.538,18.00,0,0,0,0,13,1,4,0,0,0 +alexado01,1982,1,NYA,AL,1,7,16,11,0,0,0,200,81,45,14,14,26,0.298,6.08,2,1,0,4,293,3,52,4,3,3 +allenne01,1982,1,NYN,NL,3,7,50,0,0,0,19,194,65,22,5,30,59,0.266,3.06,5,4,1,0,279,42,22,3,1,5 +altampo01,1982,1,PHI,NL,5,1,29,0,0,0,2,117,41,18,2,14,26,0.281,4.15,3,1,1,0,169,14,19,4,4,3 +alvarjo01,1982,1,ATL,NL,0,0,7,0,0,0,0,23,8,4,1,2,6,0.308,4.70,1,1,0,0,29,2,4,1,0,1 +anderbu01,1982,1,CLE,AL,3,4,25,5,1,0,0,242,84,30,4,30,44,0.268,3.35,2,4,1,0,353,12,37,5,4,9 +anderla02,1982,1,SEA,AL,0,0,40,1,0,0,1,239,100,53,16,23,32,0.311,5.99,1,2,4,0,354,14,56,2,3,9 +andujjo01,1982,1,SLN,NL,15,10,38,37,9,5,0,797,237,73,11,50,137,0.240,2.47,7,3,7,2,1056,1,85,8,4,17 +apontlu01,1982,1,BOS,AL,2,2,40,0,0,0,3,255,78,30,5,25,44,0.246,3.18,3,1,0,2,349,28,31,5,2,9 +armstmi01,1982,1,KCA,AL,5,5,52,0,0,0,6,338,88,40,9,43,75,0.215,3.20,4,7,3,1,466,25,45,4,7,6 +arroyfe01,1982,1,MIN,AL,0,1,6,0,0,0,0,41,17,8,2,6,4,0.321,5.27,1,1,0,0,61,2,8,1,1,3 +arroyfe01,1982,2,OAK,AL,0,0,10,0,0,0,0,67,23,13,4,7,9,0.271,5.24,0,3,1,0,94,6,14,0,1,6 +augusje01,1982,1,ML4,AL,1,3,20,2,1,0,0,186,63,35,13,26,22,0.267,5.08,2,3,2,0,270,9,43,2,4,7 +bahnsst01,1982,1,CAL,AL,0,1,7,0,0,0,0,29,13,5,0,8,5,0.310,4.66,1,0,0,0,50,0,6,0,0,0 +bahnsst01,1982,2,PHI,NL,0,0,8,0,0,0,0,40,8,2,0,3,9,0.182,1.35,1,0,0,0,48,0,2,0,1,1 +baileho01,1982,1,DET,AL,0,0,8,0,0,0,1,30,6,0,0,2,3,0.182,0.00,1,0,0,0,37,5,0,1,1,1 +bairdo01,1982,1,SLN,NL,5,3,63,0,0,0,8,275,69,26,7,36,68,0.211,2.55,13,2,1,0,372,33,27,4,4,6 +bakerst01,1982,1,OAK,AL,1,1,5,3,0,0,0,77,30,13,3,4,14,0.288,4.56,0,0,0,0,110,2,14,1,1,2 +balleja01,1982,1,PHI,NL,0,0,4,1,0,0,0,24,7,3,1,2,7,0.226,3.38,0,0,1,1,35,1,4,1,0,0 +bannifl01,1982,1,SEA,AL,12,13,35,35,5,3,0,741,225,94,32,77,209,0.243,3.43,0,6,3,0,1022,0,112,10,5,17 +barkele01,1982,1,CLE,AL,15,11,33,33,10,1,0,734,211,106,17,88,187,0.232,3.90,2,10,3,0,1021,0,117,10,9,16 +barneri01,1982,1,CHA,AL,0,2,6,2,0,0,1,51,21,9,1,4,6,0.292,4.76,0,0,2,0,79,4,15,0,1,0 +barojsa01,1982,1,CHA,AL,6,6,61,0,0,0,21,320,96,42,9,46,56,0.244,3.54,6,4,1,5,446,42,43,2,3,13 +barrji01,1982,1,SFN,NL,4,3,53,9,1,1,2,386,125,47,9,20,36,0.262,3.29,5,1,4,1,520,9,54,8,10,10 +baumgro01,1982,1,PIT,NL,0,5,12,10,0,0,0,132,60,32,3,27,17,0.347,6.55,1,4,0,1,208,1,33,5,3,6 +beardda01,1982,1,OAK,AL,10,9,54,2,0,0,11,275,85,35,9,35,73,0.244,3.44,6,4,1,0,397,39,41,4,9,1 +beattji01,1982,1,SEA,AL,8,12,28,26,6,1,0,517,149,64,13,65,140,0.233,3.34,0,5,1,2,715,1,73,6,3,13 +beckwjo01,1982,1,LAN,NL,2,1,19,1,0,0,1,120,38,12,2,14,33,0.252,2.70,5,0,0,0,170,5,14,3,2,3 +bedrost01,1982,1,ATL,NL,8,6,64,3,0,0,11,413,102,37,7,57,123,0.206,2.42,5,0,4,0,567,30,39,9,2,9 +berenbr01,1982,1,CIN,NL,9,18,34,34,4,1,0,667,208,83,8,96,157,0.255,3.36,5,16,2,3,938,0,90,17,7,29 +berenju01,1982,1,DET,AL,0,0,2,1,0,0,0,20,5,5,0,9,8,0.200,6.75,1,0,0,0,34,0,5,0,0,0 +bernadw01,1982,1,ML4,AL,3,1,47,0,0,0,6,237,78,33,4,27,45,0.263,3.76,0,1,1,0,335,19,39,5,5,6 +birddo01,1982,1,CHN,NL,9,14,35,33,2,1,0,573,230,109,26,30,71,0.297,5.14,3,1,3,0,819,1,119,8,3,6 +blackbu02,1982,1,KCA,AL,4,6,22,14,0,0,0,265,92,45,10,34,40,0.269,4.58,6,4,3,7,386,2,48,4,3,7 +bluevi01,1982,1,KCA,AL,13,12,31,31,6,2,0,543,163,76,20,80,103,0.238,3.78,3,4,0,0,773,0,80,5,3,10 +blylebe01,1982,1,CLE,AL,2,2,4,4,0,0,0,61,16,11,2,11,19,0.211,4.87,0,0,0,0,89,0,14,0,2,0 +boddimi01,1982,1,BAL,AL,1,0,7,0,0,0,0,77,25,10,2,12,20,0.258,3.51,2,0,0,0,110,4,10,1,0,4 +boggsto01,1982,1,ATL,NL,2,2,10,10,0,0,0,139,43,17,2,22,29,0.253,3.30,1,2,2,0,197,0,22,3,0,8 +bohnejo01,1982,1,CLE,AL,0,0,3,3,0,0,0,35,11,9,4,7,4,0.250,6.94,0,0,1,0,53,0,9,1,0,0 +boitada01,1982,1,TEX,AL,0,0,19,0,0,0,0,91,33,18,5,13,28,0.280,5.34,2,4,2,0,136,10,19,1,2,3 +bombama01,1982,1,TOR,AL,1,5,16,8,0,0,0,179,87,40,10,25,22,0.343,6.03,0,3,3,0,287,3,44,3,2,9 +booneda02,1982,1,SDN,NL,1,0,10,0,0,0,1,48,21,10,2,3,8,0.323,5.63,0,0,0,0,69,4,10,1,0,2 +booneda02,1982,2,HOU,NL,0,1,10,0,0,0,1,38,7,5,1,4,4,0.171,3.55,1,1,0,0,47,4,6,1,1,0 +bordiri01,1982,1,SEA,AL,0,2,7,2,0,0,0,39,18,12,4,1,10,0.310,8.31,0,0,1,0,60,2,12,0,0,0 +borispa01,1982,1,MIN,AL,1,2,23,0,0,0,0,149,46,22,8,19,30,0.246,3.99,3,2,2,0,215,12,24,4,3,2 +botelde01,1982,1,KCA,AL,2,1,8,4,0,0,0,72,25,11,4,8,12,0.275,4.13,0,1,0,0,100,3,11,0,1,2 +boydoi01,1982,1,BOS,AL,0,1,3,1,0,0,0,25,11,5,2,2,2,0.314,5.40,0,1,0,0,37,0,5,0,0,1 +breinfr01,1982,1,SFN,NL,11,6,54,9,2,0,0,430,146,49,6,52,98,0.269,3.08,10,1,1,1,613,16,61,15,3,14 +brennto01,1982,1,CLE,AL,4,2,30,4,0,0,2,278,112,44,9,10,46,0.300,4.27,1,2,2,1,393,14,51,2,6,4 +brownmi01,1982,1,BOS,AL,1,0,3,0,0,0,0,18,7,0,0,1,4,0.304,0.00,0,0,0,0,24,3,0,0,0,1 +brusswa01,1982,1,PHI,NL,2,3,22,0,0,0,2,68,31,12,2,5,11,0.348,4.76,3,1,1,0,102,16,12,5,2,2 +brusswa01,1982,2,CHA,AL,2,0,10,0,0,0,0,55,19,7,2,3,8,0.257,3.44,0,1,1,0,78,2,7,0,0,2 +burgmto01,1982,1,BOS,AL,7,0,40,0,0,0,2,307,98,26,6,22,44,0.259,2.29,7,1,2,1,413,17,30,7,3,13 +burnsbr01,1982,1,CHA,AL,13,5,28,28,5,1,0,508,168,76,12,67,116,0.257,4.04,1,2,3,1,736,0,89,10,2,12 +burrira01,1982,1,MON,NL,4,14,37,15,2,0,2,371,143,65,14,53,55,0.297,4.73,7,3,2,0,550,9,77,8,6,9 +butchjo01,1982,1,TEX,AL,1,5,18,13,2,0,1,283,102,51,10,34,39,0.280,4.87,4,0,2,0,406,3,53,2,4,13 +bystrma01,1982,1,PHI,NL,5,6,19,16,1,0,0,267,93,48,2,35,50,0.277,4.85,4,3,5,1,387,0,53,7,4,10 +caldwmi01,1982,1,ML4,AL,17,13,35,34,12,3,0,774,269,112,30,58,75,0.271,3.91,3,9,0,1,1064,0,119,10,4,38 +campbbi02,1982,1,CHN,NL,3,6,62,0,0,0,8,300,89,41,6,40,71,0.245,3.69,13,3,0,1,421,39,44,10,7,1 +campri01,1982,1,ATL,NL,11,13,51,21,3,0,5,532,199,72,18,52,68,0.291,3.65,8,7,1,1,761,20,84,17,8,29 +candejo01,1982,1,PIT,NL,12,7,31,30,1,1,1,524,166,57,13,37,133,0.255,2.94,3,1,4,0,704,1,62,5,6,14 +cappuge01,1982,1,HOU,NL,0,1,17,0,0,0,0,58,16,6,2,7,13,0.232,2.79,1,1,3,0,81,6,6,0,2,3 +carltst01,1982,1,PHI,NL,23,11,38,38,19,6,0,887,253,102,17,86,286,0.232,3.10,5,9,1,9,1193,0,114,11,5,25 +castibo01,1982,1,MIN,AL,13,11,40,25,6,1,0,656,194,89,26,85,123,0.241,3.66,7,1,0,1,903,6,96,4,9,17 +castrbi01,1982,1,KCA,AL,3,2,21,4,0,0,1,227,72,29,8,20,37,0.243,3.45,4,2,2,0,322,7,34,0,4,3 +caudibi01,1982,1,SEA,AL,12,9,70,0,0,0,26,287,65,25,9,35,111,0.192,2.35,4,2,1,0,380,64,25,5,1,3 +chifffl01,1982,1,SDN,NL,4,3,51,0,0,0,4,238,73,26,9,34,48,0.247,2.95,1,0,4,1,340,18,33,4,3,6 +chrisla01,1982,1,PHI,NL,9,10,33,33,3,0,0,669,212,86,15,53,145,0.253,3.47,5,3,3,3,905,0,95,4,7,16 +chrismi01,1982,1,SFN,NL,0,2,9,6,0,0,0,78,23,14,2,26,10,0.245,4.85,2,0,1,3,124,0,16,2,1,0 +clancji01,1982,1,TOR,AL,16,14,40,40,11,3,0,800,251,110,26,77,139,0.248,3.71,1,6,2,0,1100,0,122,5,4,24 +clarkbr01,1982,1,SEA,AL,5,2,37,5,1,1,0,344,104,35,6,58,70,0.241,2.75,2,4,0,0,491,2,44,0,2,16 +clearma01,1982,1,BOS,AL,14,9,55,0,0,0,14,315,92,35,11,61,109,0.238,3.00,6,1,7,1,467,44,39,7,5,7 +codirch01,1982,1,OAK,AL,1,2,3,3,0,0,0,50,16,8,1,4,5,0.246,4.32,0,0,0,0,70,0,8,1,0,0 +comerst01,1982,1,TEX,AL,1,6,37,3,1,0,6,291,133,55,11,36,23,0.342,5.10,9,3,2,0,441,22,64,8,6,15 +conroti01,1982,1,OAK,AL,2,2,5,5,1,0,0,76,20,10,1,18,17,0.222,3.55,0,1,0,0,110,0,13,1,1,2 +coopedo01,1982,1,MIN,AL,0,1,6,1,0,0,0,34,14,12,0,11,5,0.311,9.53,2,1,0,0,57,2,12,0,1,0 +corbedo01,1982,1,MIN,AL,0,2,10,0,0,0,3,66,27,13,3,10,15,0.300,5.32,1,2,0,1,100,5,13,0,0,2 +corbedo01,1982,2,CAL,AL,1,7,33,0,0,0,8,171,46,32,8,25,37,0.223,5.05,5,2,0,1,234,18,32,3,0,6 +cowlejo01,1982,1,ATL,NL,1,2,17,8,0,0,0,157,53,26,6,16,27,0.265,4.47,2,0,1,0,221,4,27,3,1,2 +crawfst01,1982,1,BOS,AL,1,0,5,0,0,0,0,27,14,2,0,0,2,0.341,2.00,0,0,0,0,41,4,3,0,0,1 +creelke01,1982,1,KCA,AL,1,4,9,6,0,0,0,125,43,25,8,25,13,0.267,5.40,0,4,0,0,190,1,28,2,2,3 +curtijo01,1982,1,SDN,NL,8,6,26,18,1,1,0,349,121,53,15,46,54,0.271,4.10,0,4,1,0,502,5,62,8,1,7 +curtijo01,1982,2,CAL,AL,0,1,8,0,0,0,1,36,16,8,0,3,10,0.320,6.00,2,2,0,0,54,1,8,1,0,0 +dacqujo01,1982,1,OAK,AL,0,1,11,0,0,0,0,51,20,10,1,9,7,0.290,5.29,0,2,0,0,78,6,11,0,0,3 +darwida01,1982,1,TEX,AL,10,8,56,1,0,0,7,267,95,34,6,37,61,0.279,3.44,8,2,2,1,394,41,38,10,5,5 +davisro02,1982,1,MIN,AL,3,9,63,0,0,0,22,318,106,52,16,47,89,0.261,4.42,12,5,1,1,458,53,53,2,2,8 +davisst02,1982,1,BAL,AL,8,4,29,8,1,0,0,302,96,39,8,28,67,0.257,3.49,4,2,0,1,412,9,40,4,6,9 +dayleke01,1982,1,ATL,NL,5,6,20,11,0,0,0,214,79,36,9,25,34,0.286,4.54,2,2,0,0,313,3,39,7,5,6 +deleolu01,1982,1,SDN,NL,9,5,61,0,0,0,15,306,77,23,10,16,60,0.212,2.03,9,0,1,0,390,41,25,8,1,13 +dempsma01,1982,1,SFN,NL,0,0,3,1,0,0,0,17,11,5,1,2,4,0.440,7.94,0,0,0,0,28,1,5,0,1,0 +denmabr01,1982,1,BOS,AL,3,4,9,9,2,1,0,147,55,26,6,9,9,0.282,4.78,3,1,0,0,206,0,32,1,1,3 +dennyjo01,1982,1,CLE,AL,6,11,21,21,5,0,0,415,126,77,11,73,94,0.240,5.01,2,5,6,2,609,0,80,3,3,12 +dennyjo01,1982,2,PHI,NL,0,2,4,4,0,0,0,67,18,10,1,10,19,0.217,4.03,1,0,0,0,94,0,12,1,0,1 +diazca01,1982,1,ATL,NL,3,2,19,0,0,0,1,76,31,13,3,9,16,0.307,4.62,2,0,0,0,113,7,15,2,1,1 +diazca01,1982,2,NYN,NL,0,0,4,0,0,0,0,11,6,0,0,4,0,0.353,0.00,1,0,0,0,21,3,2,0,0,0 +dipinfr01,1982,1,HOU,NL,2,2,6,6,0,0,0,85,32,19,1,11,25,0.302,6.04,1,0,0,0,122,0,20,3,2,4 +dotsori01,1982,1,CHA,AL,11,15,34,31,3,1,0,590,219,84,19,73,109,0.282,3.84,4,2,5,1,867,3,97,7,6,16 +draveda01,1982,1,SDN,NL,5,3,31,10,0,0,2,315,86,30,8,33,59,0.225,2.57,3,0,1,1,426,11,37,9,0,8 +easteja01,1982,1,ML4,AL,0,2,28,0,0,0,2,92,39,16,6,15,16,0.312,4.70,0,1,0,0,142,11,19,0,2,5 +eckerde01,1982,1,BOS,AL,13,13,33,33,11,3,0,673,228,93,31,43,127,0.261,3.73,3,1,2,0,926,0,101,4,4,12 +edelejo01,1982,1,CIN,NL,0,0,9,0,0,0,0,46,22,15,2,8,11,0.344,8.80,3,0,0,0,74,2,15,1,1,1 +eicheju01,1982,1,SDN,NL,7,14,31,24,8,0,0,533,171,83,23,72,74,0.251,4.20,5,7,2,3,771,2,98,8,9,12 +eichhma01,1982,1,TOR,AL,0,3,7,7,0,0,0,114,40,23,4,14,16,0.260,5.45,1,3,0,0,171,0,28,1,2,4 +erickro01,1982,1,MIN,AL,4,3,7,7,2,0,0,122,56,22,6,12,12,0.326,4.87,1,2,1,0,188,0,29,1,2,4 +erickro01,1982,2,NYA,AL,4,5,16,11,0,0,1,212,86,35,5,17,37,0.301,4.46,1,1,0,1,308,1,36,0,5,5 +escarch01,1982,1,CHA,AL,1,3,38,2,0,0,1,221,73,30,3,16,33,0.263,3.67,2,0,0,3,300,15,33,2,4,6 +falcope01,1982,1,NYN,NL,8,10,40,23,3,0,2,513,159,73,24,71,101,0.252,3.84,4,10,1,0,718,6,82,10,5,6 +farmeed01,1982,1,PHI,NL,2,6,47,4,0,0,6,228,66,41,2,50,58,0.234,4.86,11,3,0,0,336,14,44,2,2,3 +farrji01,1982,1,TEX,AL,0,0,5,0,0,0,0,54,20,5,0,7,6,0.278,2.50,2,1,0,0,80,1,8,0,1,2 +feltote01,1982,1,MIN,AL,0,13,48,6,0,0,3,352,99,65,18,76,92,0.230,4.99,8,2,4,2,517,20,71,3,4,6 +filerto01,1982,1,CHN,NL,1,2,8,8,0,0,0,122,50,25,5,18,15,0.301,5.53,2,2,0,0,187,0,25,3,0,2 +filsope01,1982,1,MIN,AL,0,2,5,3,0,0,0,37,17,12,2,8,10,0.321,8.76,1,0,0,2,63,1,12,0,2,0 +fingero01,1982,1,ML4,AL,5,6,50,0,0,0,29,239,63,23,5,20,71,0.220,2.60,5,4,1,0,318,45,23,4,6,7 +flanami01,1982,1,BAL,AL,15,11,36,35,11,1,0,708,233,104,24,76,103,0.259,3.97,5,9,4,2,991,1,110,5,6,22 +flinnjo01,1982,1,BAL,AL,2,0,5,0,0,0,0,41,13,2,1,3,13,0.260,1.32,1,1,0,0,53,3,3,0,0,3 +forscbo01,1982,1,SLN,NL,15,9,36,34,6,2,1,699,238,90,16,54,69,0.268,3.48,7,6,4,2,962,1,95,8,7,18 +forscke01,1982,1,CAL,AL,13,11,37,35,12,4,0,684,225,98,25,57,73,0.258,3.87,2,1,11,0,955,2,108,8,6,16 +forstte01,1982,1,LAN,NL,5,6,56,0,0,0,3,249,66,28,3,31,52,0.221,3.04,9,2,4,0,349,13,38,10,5,1 +fowlkal01,1982,1,SFN,NL,4,2,21,15,1,0,0,255,111,49,12,24,50,0.321,5.19,3,3,5,3,387,2,55,4,8,1 +frazige01,1982,1,NYA,AL,4,4,63,0,0,0,1,335,103,43,7,39,69,0.252,3.47,5,1,5,0,466,26,51,8,6,16 +frostda01,1982,1,KCA,AL,6,6,21,14,0,0,0,245,103,50,7,30,26,0.313,5.51,0,4,3,0,368,4,53,2,4,10 +frymawo01,1982,1,MON,NL,9,4,60,0,0,0,12,209,66,29,3,26,46,0.259,3.75,4,2,1,0,292,34,36,7,3,6 +gaffbr01,1982,1,NYN,NL,0,3,7,5,0,0,0,95,41,16,3,10,14,0.323,4.55,0,2,1,0,142,1,22,3,1,1 +galeri01,1982,1,SFN,NL,7,14,33,29,2,0,0,511,193,80,9,81,102,0.295,4.23,11,5,5,0,765,0,91,11,12,10 +garbege01,1982,1,ATL,NL,8,10,69,0,0,0,30,358,100,31,4,32,68,0.231,2.34,16,1,2,0,480,56,40,9,5,15 +garresc01,1982,1,SFN,NL,0,0,1,0,0,0,0,6,3,3,0,2,4,0.333,13.50,0,0,0,0,11,1,3,0,0,0 +garvije01,1982,1,TOR,AL,1,1,32,4,0,0,0,175,81,47,10,26,35,0.335,7.25,2,2,1,0,274,13,48,4,1,8 +geiseda01,1982,1,TOR,AL,1,1,16,2,0,0,0,95,32,14,6,17,22,0.260,3.98,2,0,2,1,142,6,15,0,0,0 +gleatje01,1982,1,SEA,AL,0,0,3,0,0,0,0,14,7,7,3,2,1,0.333,13.50,0,0,1,0,24,1,7,0,0,0 +glynned01,1982,1,CLE,AL,5,2,47,0,0,0,4,149,43,23,6,30,54,0.232,4.17,5,7,0,0,219,24,27,2,2,1 +goltzda01,1982,1,LAN,NL,0,1,2,1,0,0,0,11,6,2,0,0,3,0.353,4.91,0,0,0,0,17,1,4,0,0,0 +goltzda01,1982,2,CAL,AL,8,5,28,7,1,0,3,258,82,39,4,32,49,0.252,4.08,1,2,1,0,365,16,43,2,4,6 +gormato03,1982,1,MON,NL,1,0,5,0,0,0,0,21,8,4,0,4,6,0.286,5.14,0,1,0,0,33,3,4,0,1,0 +gormato03,1982,2,NYN,NL,0,1,3,1,0,0,0,28,8,1,0,0,7,0.235,0.96,0,0,0,0,36,0,1,2,0,1 +gossari01,1982,1,NYA,AL,4,5,56,0,0,0,30,279,63,23,5,28,102,0.196,2.23,5,1,0,0,356,43,23,5,2,9 +gottji01,1982,1,TOR,AL,5,10,30,23,1,1,0,408,134,67,15,66,82,0.255,4.43,0,8,3,0,600,4,76,3,2,14 +griffmi02,1982,1,SDN,NL,0,1,7,0,0,0,0,31,9,4,0,3,4,0.237,3.48,0,0,0,0,41,0,4,0,0,1 +griffto02,1982,1,PIT,NL,1,3,6,4,0,0,0,67,32,22,5,15,8,0.330,8.87,2,0,1,0,113,0,23,0,0,3 +grimsro02,1982,1,BAL,AL,1,2,21,0,0,0,0,180,65,35,7,22,18,0.283,5.25,5,2,0,0,257,3,35,3,2,10 +guantce01,1982,1,PIT,NL,0,0,10,0,0,0,0,81,28,10,1,5,26,0.264,3.33,0,0,2,0,117,1,16,0,4,0 +guidrro01,1982,1,NYA,AL,14,8,34,33,6,1,0,666,216,94,22,69,162,0.254,3.81,3,6,1,1,935,0,104,9,6,15 +gullibi01,1982,1,MON,NL,12,14,34,34,6,0,0,710,231,94,25,61,155,0.254,3.57,2,11,4,3,990,0,101,9,6,13 +gumpeda01,1982,1,DET,AL,0,0,5,1,0,0,1,6,7,6,1,2,0,0.700,27.00,0,0,0,0,13,2,6,1,0,2 +gurala01,1982,1,KCA,AL,18,12,37,37,8,3,0,744,251,111,31,64,98,0.261,4.03,2,6,6,0,1042,0,124,4,7,20 +haasmo01,1982,1,ML4,AL,11,8,32,27,3,0,1,580,232,96,15,39,104,0.302,4.47,4,6,3,0,825,3,101,5,11,13 +hammaat01,1982,1,SFN,NL,12,8,29,27,4,1,0,525,189,80,16,28,102,0.278,4.11,8,2,2,4,725,0,86,12,4,13 +hannapr01,1982,1,ATL,NL,3,0,20,1,0,0,0,108,36,15,3,28,17,0.277,3.75,2,2,0,0,158,3,15,0,0,10 +hannapr01,1982,2,OAK,AL,0,4,23,2,1,0,0,145,54,30,3,33,32,0.287,5.59,1,5,1,0,228,8,34,2,4,3 +harrigr01,1982,1,CIN,NL,2,6,34,10,1,0,1,274,96,49,12,37,67,0.274,4.83,1,2,2,2,398,9,56,5,3,9 +hasslan01,1982,1,CAL,AL,2,1,54,0,0,0,4,214,58,22,5,40,38,0.232,2.78,5,4,4,1,302,19,24,5,3,12 +hausmto01,1982,1,NYN,NL,1,2,21,0,0,0,0,110,44,18,4,6,16,0.295,4.42,1,1,2,0,162,12,26,1,4,3 +hausmto01,1982,2,ATL,NL,0,0,3,0,0,0,0,11,6,2,0,4,2,0.500,4.91,2,0,0,0,19,2,2,2,1,1 +havenbr01,1982,1,MIN,AL,10,14,33,32,4,1,0,626,201,100,32,80,129,0.250,4.31,4,3,0,0,893,1,112,6,4,10 +hawkian01,1982,1,SDN,NL,2,5,15,10,1,0,0,191,66,29,4,27,25,0.274,4.10,3,2,2,3,281,2,33,6,5,3 +hayesbe01,1982,1,CIN,NL,2,0,26,0,0,0,2,137,37,10,3,22,38,0.219,1.97,5,1,0,0,197,11,12,5,1,2 +heatone01,1982,1,CLE,AL,0,2,8,4,0,0,0,93,32,18,1,16,14,0.260,5.23,0,4,0,0,142,0,21,1,2,1 +henketo01,1982,1,TEX,AL,1,0,8,0,0,0,0,47,14,2,0,8,9,0.246,1.15,2,0,1,0,67,6,2,1,0,2 +hernawi01,1982,1,CHN,NL,4,6,75,0,0,0,10,225,74,25,3,24,54,0.268,3.00,11,0,1,0,312,30,26,8,3,7 +hickeke01,1982,1,CHA,AL,4,4,60,0,0,0,6,234,73,26,4,30,38,0.256,3.00,6,0,2,0,327,20,32,6,4,12 +hollaal01,1982,1,SFN,NL,7,3,58,7,0,0,5,389,115,48,12,40,97,0.231,3.33,6,6,1,1,546,10,56,4,3,4 +holmasc01,1982,1,NYN,NL,2,1,4,4,1,0,0,80,23,7,2,7,11,0.235,2.36,0,0,0,0,107,0,10,0,1,3 +honeyri01,1982,1,TEX,AL,5,17,30,26,4,1,0,492,201,96,20,54,64,0.305,5.27,4,3,3,1,728,3,103,4,8,21 +hooddo01,1982,1,KCA,AL,4,0,30,3,0,0,1,200,71,26,7,22,31,0.276,3.51,1,3,2,1,288,17,31,3,4,8 +hootobu01,1982,1,LAN,NL,4,7,21,21,2,2,0,362,130,54,5,33,51,0.275,4.03,2,4,2,0,514,0,57,6,1,9 +houghch01,1982,1,TEX,AL,16,13,34,34,12,2,0,684,217,100,21,72,128,0.251,3.95,5,9,7,0,954,0,111,7,4,13 +howelja01,1982,1,NYA,AL,2,3,6,6,0,0,0,84,42,24,1,13,21,0.341,7.71,0,1,0,0,138,0,25,0,2,1 +howest01,1982,1,LAN,NL,7,5,66,0,0,0,13,298,87,23,3,17,49,0.240,2.08,11,1,0,0,393,41,27,10,3,13 +hoytla01,1982,1,CHA,AL,19,15,39,32,14,2,0,719,248,94,17,48,124,0.266,3.53,3,4,2,0,995,2,104,6,7,22 +hraboal01,1982,1,ATL,NL,2,1,31,0,0,0,3,112,41,23,5,17,20,0.285,5.54,2,0,0,0,166,7,25,2,3,2 +humeto01,1982,1,CIN,NL,2,6,46,0,0,0,17,191,57,22,2,21,22,0.245,3.11,8,0,1,0,263,37,24,5,3,6 +hurstbr01,1982,1,BOS,AL,3,7,28,19,0,0,0,351,161,75,16,40,53,0.333,5.77,2,5,3,0,535,3,87,2,7,13 +jacksda01,1982,1,MIN,AL,0,5,13,7,0,0,0,134,51,31,6,24,16,0.297,6.25,3,1,1,1,202,4,33,4,1,5 +jacksgr01,1982,1,KCA,AL,3,1,20,0,0,0,0,115,42,22,7,21,15,0.271,5.17,4,2,2,1,180,10,27,1,1,4 +jacksgr01,1982,2,PIT,NL,0,0,1,0,0,0,0,2,1,1,1,0,0,0.333,13.50,0,0,0,0,3,1,1,0,0,0 +jacksro03,1982,1,TOR,AL,8,8,48,2,0,0,6,291,77,33,7,31,71,0.218,3.06,4,1,2,0,394,24,37,3,4,5 +jamesbo01,1982,1,MON,NL,0,0,7,0,0,0,0,27,10,6,0,8,11,0.294,6.00,1,2,0,1,44,1,6,0,2,1 +jamesbo01,1982,2,DET,AL,0,2,12,1,0,0,0,59,22,11,4,8,20,0.278,5.03,0,4,0,0,87,6,13,0,0,2 +jenkife01,1982,1,CHN,NL,14,15,34,34,4,1,0,652,221,76,19,68,134,0.264,3.15,2,3,5,3,932,0,92,10,13,5 +johnto01,1982,1,NYA,AL,10,10,30,26,9,2,0,560,190,76,11,34,54,0.266,3.66,1,5,3,2,766,2,84,7,7,22 +johnto01,1982,2,CAL,AL,4,2,7,7,1,0,0,105,49,15,4,5,14,0.336,3.86,0,2,0,0,152,0,18,1,0,5 +jonesdo01,1982,1,ML4,AL,0,0,4,0,0,0,0,8,5,3,1,1,1,0.385,10.13,0,0,0,0,14,2,3,0,0,0 +jonesje01,1982,1,OAK,AL,3,1,18,2,0,0,0,111,44,21,6,26,18,0.306,5.11,1,3,1,0,177,7,29,6,0,4 +jonesra01,1982,1,NYN,NL,7,10,28,20,2,1,0,323,130,55,11,51,44,0.304,4.60,3,1,4,0,493,4,68,6,5,13 +kaatji01,1982,1,SLN,NL,5,3,62,2,0,0,2,225,79,34,6,23,35,0.276,4.08,9,2,2,0,321,12,40,4,6,8 +kaufmcu01,1982,1,NYA,AL,1,0,7,0,0,0,0,26,9,5,2,6,1,0.265,5.19,1,0,0,0,40,5,5,0,0,0 +keeneje01,1982,1,SLN,NL,1,1,19,0,0,0,0,67,19,4,1,19,25,0.235,1.61,4,0,0,0,104,3,8,2,2,1 +keougma02,1982,1,OAK,AL,11,18,34,34,10,2,0,628,233,133,38,101,75,0.284,5.72,1,10,5,3,946,0,144,10,9,16 +kernji01,1982,1,CIN,NL,3,5,50,0,0,0,2,228,61,24,3,48,43,0.222,2.84,14,9,2,2,335,26,27,7,3,6 +kernji01,1982,2,CHA,AL,2,1,13,1,0,0,3,84,20,16,3,12,23,0.204,5.14,0,2,0,0,112,7,16,1,1,1 +kingmbr01,1982,1,OAK,AL,4,12,23,20,3,0,1,368,131,61,11,57,46,0.279,4.48,0,2,7,0,548,1,64,7,7,6 +kinnede01,1982,1,OAK,AL,0,0,3,0,0,0,0,13,9,4,1,4,0,0.474,8.31,0,0,0,0,24,1,4,1,0,1 +kisonbr01,1982,1,CAL,AL,10,5,33,16,3,1,1,426,120,50,15,44,86,0.226,3.17,3,5,5,0,582,11,54,1,2,11 +kneppbo01,1982,1,HOU,NL,5,15,33,29,4,0,1,540,193,89,14,60,108,0.278,4.45,4,8,3,0,770,1,100,6,6,20 +koosmje01,1982,1,CHA,AL,11,7,42,19,3,1,3,520,194,74,9,38,88,0.287,3.84,3,4,2,2,726,12,81,5,6,19 +kraveke01,1982,1,CHN,NL,1,1,13,2,0,0,0,75,27,17,3,18,20,0.267,6.12,2,1,0,0,123,2,20,3,1,1 +krukomi01,1982,1,PHI,NL,13,11,33,33,7,2,0,624,211,72,8,82,138,0.268,3.12,10,13,3,1,893,0,87,11,10,19 +lacorfr01,1982,1,HOU,NL,1,5,55,0,0,0,7,229,71,38,5,46,51,0.247,4.48,5,4,0,1,345,29,44,5,6,5 +lacosmi01,1982,1,HOU,NL,6,6,41,8,0,0,0,345,107,37,3,54,51,0.252,2.90,6,5,4,1,488,11,41,5,0,21 +laddpe01,1982,1,ML4,AL,1,3,16,0,0,0,3,54,16,8,5,6,12,0.239,4.00,3,1,0,0,75,12,8,1,1,2 +lahtije01,1982,1,SLN,NL,5,4,33,1,0,0,0,170,53,24,3,21,22,0.245,3.81,8,3,2,2,245,9,27,3,3,4 +lampde01,1982,1,CHA,AL,11,8,44,27,3,2,5,569,206,84,9,59,78,0.279,3.99,3,5,6,0,817,11,96,12,2,26 +langfri01,1982,1,OAK,AL,11,16,32,31,15,2,0,712,265,111,33,49,79,0.281,4.21,1,4,2,0,1006,1,121,6,5,20 +lapoida01,1982,1,SLN,NL,9,3,42,21,0,0,0,458,170,58,8,52,81,0.290,3.42,8,4,3,2,656,6,63,9,5,21 +larocda01,1982,1,NYA,AL,4,2,25,0,0,0,0,150,54,19,4,11,31,0.273,3.42,2,0,1,0,212,15,19,1,1,2 +larsoda01,1982,1,CHN,NL,0,4,12,6,0,0,0,119,51,25,4,18,22,0.327,5.67,0,1,2,0,183,2,30,4,3,5 +laskebi01,1982,1,SFN,NL,13,12,32,31,7,1,0,568,186,66,14,43,88,0.261,3.14,2,2,2,2,781,0,74,17,5,13 +lavelga01,1982,1,SFN,NL,10,7,68,0,0,0,8,314,97,31,6,29,76,0.247,2.67,12,2,1,2,432,35,35,6,3,8 +leach01,1982,1,MON,NL,12,10,27,27,4,2,0,533,145,64,16,56,115,0.222,3.24,6,8,0,1,722,0,70,11,1,10 +leachte01,1982,1,NYN,NL,2,1,21,1,1,1,3,136,46,21,2,18,30,0.271,4.17,5,0,0,0,194,12,22,5,1,1 +leallu01,1982,1,TOR,AL,12,15,38,38,10,0,0,749,250,109,24,79,111,0.262,3.93,3,5,3,1,1055,0,113,9,10,17 +leebi03,1982,1,MON,NL,0,0,7,0,0,0,0,37,19,6,1,1,8,0.352,4.38,0,0,0,0,56,1,7,0,1,1 +leibrch01,1982,1,CIN,NL,5,7,36,11,0,0,2,323,130,61,4,48,34,0.308,5.10,9,6,2,1,484,10,68,10,2,14 +leonade01,1982,1,KCA,AL,10,6,21,21,2,0,0,392,145,74,20,46,58,0.279,5.10,3,4,2,0,579,0,82,6,5,9 +lerchra01,1982,1,ML4,AL,8,7,21,20,1,1,0,326,123,60,12,51,33,0.286,4.97,1,2,3,0,493,0,68,3,6,13 +lerchra01,1982,2,MON,NL,2,0,6,4,0,0,0,71,26,9,0,8,4,0.289,3.42,1,0,0,0,102,1,11,3,1,6 +leslebr01,1982,1,CIN,NL,0,2,28,0,0,0,4,115,27,11,1,13,29,0.197,2.58,4,1,0,1,151,19,13,1,0,4 +lewalde01,1982,1,CLE,AL,0,1,4,0,0,0,0,31,13,8,3,1,3,0.310,6.97,0,0,0,0,45,1,8,0,2,0 +lewisji01,1982,1,NYA,AL,0,0,1,0,0,0,0,2,3,4,0,3,0,0.500,54.00,0,1,0,1,9,0,7,0,0,0 +littema01,1982,1,SLN,NL,0,1,16,0,0,0,0,62,22,12,1,15,7,0.272,5.23,5,5,0,0,98,6,14,2,0,1 +littlje01,1982,1,MIN,AL,2,0,33,0,0,0,0,109,33,17,6,27,26,0.244,4.21,3,6,0,0,165,15,20,2,1,6 +lollati01,1982,1,SDN,NL,16,9,34,34,4,2,0,698,192,81,20,87,150,0.224,3.13,4,8,4,3,962,0,82,9,4,11 +lopezau01,1982,1,DET,AL,3,1,19,0,0,0,3,123,41,24,8,19,26,0.268,5.27,4,4,0,0,176,9,27,2,2,2 +lucasga01,1982,1,SDN,NL,1,10,65,0,0,0,16,292,89,35,5,29,64,0.245,3.24,7,1,1,0,407,39,42,8,6,8 +lylesp01,1982,1,PHI,NL,3,3,34,0,0,0,2,110,50,21,3,12,12,0.327,5.15,3,1,0,0,167,11,23,1,1,3 +lylesp01,1982,2,CHA,AL,0,0,11,0,0,0,1,36,11,4,0,7,6,0.262,3.00,0,1,0,0,50,6,4,0,1,2 +lynched01,1982,1,NYN,NL,4,8,43,12,0,0,2,418,145,55,6,40,51,0.273,3.55,4,2,1,3,585,11,57,9,4,9 +mahlemi01,1982,1,CAL,AL,2,0,6,0,0,0,0,24,9,1,0,6,5,0.300,1.13,1,0,0,0,37,2,1,1,0,2 +mahleri01,1982,1,ATL,NL,9,10,39,33,5,2,0,616,213,96,18,62,105,0.272,4.21,5,8,1,2,857,0,105,6,6,23 +martide01,1982,1,BAL,AL,16,12,40,39,10,2,0,756,262,118,30,87,111,0.267,4.21,2,7,7,1,1093,0,123,11,7,13 +martijo05,1982,1,SLN,NL,4,5,24,7,0,0,0,198,56,31,6,30,21,0.230,4.23,3,1,0,0,276,3,33,2,0,7 +martire01,1982,1,SFN,NL,7,10,29,25,1,0,0,424,148,73,14,64,63,0.274,4.65,9,2,0,2,619,1,91,8,6,10 +martiti01,1982,1,BAL,AL,8,8,76,0,0,0,16,285,81,36,6,37,78,0.240,3.41,5,4,1,0,389,44,39,7,7,11 +martzra01,1982,1,CHN,NL,11,10,28,24,1,0,1,443,157,69,17,36,40,0.272,4.21,4,1,3,0,629,2,80,10,2,15 +masonmi01,1982,1,TEX,AL,1,2,4,4,0,0,0,69,21,13,3,9,8,0.244,5.09,1,1,0,0,96,0,13,1,0,4 +matlajo01,1982,1,TEX,AL,7,7,33,14,1,0,1,443,158,58,14,37,78,0.275,3.53,4,2,2,1,622,11,64,5,3,15 +mayru01,1982,1,NYA,AL,6,6,41,6,0,0,3,318,109,34,4,14,85,0.267,2.89,5,2,1,0,438,22,43,9,5,3 +mccatst01,1982,1,OAK,AL,6,3,21,20,2,0,0,386,124,57,16,70,66,0.255,3.99,0,5,4,0,570,0,62,6,4,10 +mcclubo01,1982,1,ML4,AL,12,7,34,26,5,0,0,518,160,81,21,74,99,0.248,4.22,4,5,4,5,734,5,90,6,4,12 +mcgafan01,1982,1,SFN,NL,1,0,4,0,0,0,0,24,5,0,0,1,4,0.179,0.00,0,0,1,0,30,2,1,0,0,1 +mcgloly01,1982,1,NYA,AL,0,0,4,0,0,0,0,15,9,6,1,2,2,0.375,10.80,0,0,0,0,26,1,6,0,0,0 +mcgratu01,1982,1,PHI,NL,3,3,34,0,0,0,5,119,50,19,3,12,25,0.305,4.31,6,2,1,0,181,25,19,4,0,3 +mcgresc01,1982,1,BAL,AL,14,12,37,37,7,1,0,679,238,116,31,52,84,0.267,4.61,6,3,1,0,957,0,126,5,6,13 +mclaubo01,1982,1,OAK,AL,0,4,21,2,1,0,0,145,51,26,3,27,27,0.267,4.84,1,2,1,0,223,6,31,3,1,6 +mclaujo01,1982,1,TOR,AL,8,6,44,0,0,0,8,210,54,25,7,30,49,0.212,3.21,3,1,1,0,290,34,27,3,1,8 +mcwilla01,1982,1,ATL,NL,2,3,27,2,0,0,0,113,52,26,3,20,24,0.329,6.21,5,1,2,1,185,5,30,3,1,5 +mcwilla01,1982,2,PIT,NL,6,5,19,18,2,2,1,365,106,42,9,24,94,0.232,3.11,1,2,4,0,493,1,49,6,2,8 +medicdo01,1982,1,TEX,AL,7,11,21,21,2,0,0,368,146,69,8,61,37,0.307,5.06,5,4,3,0,557,0,73,9,9,17 +medicdo01,1982,2,ML4,AL,5,4,10,10,1,0,0,189,57,35,4,32,36,0.242,5.00,1,4,1,1,271,0,37,0,2,3 +mintogr01,1982,1,SFN,NL,10,4,78,0,0,0,30,369,108,25,5,42,58,0.244,1.83,17,7,2,0,496,66,29,6,4,13 +mirabpa01,1982,1,TEX,AL,1,1,40,0,0,0,3,152,46,27,4,22,29,0.241,4.80,5,2,2,0,217,19,28,1,1,5 +moffira01,1982,1,HOU,NL,2,4,30,0,0,0,3,125,36,14,3,13,20,0.228,3.02,3,0,5,0,179,19,15,2,1,0 +mongesi01,1982,1,PHI,NL,7,1,47,0,0,0,2,216,70,30,8,22,43,0.256,3.75,3,3,2,0,305,12,35,4,4,5 +montejo01,1982,1,SDN,NL,10,11,32,32,1,0,0,553,177,82,17,41,83,0.251,4.00,2,2,3,1,770,0,93,9,11,10 +mooredo01,1982,1,ATL,NL,3,1,16,0,0,0,1,83,32,13,1,7,17,0.294,4.23,3,0,2,1,121,5,13,2,1,0 +mooremi01,1982,1,SEA,AL,7,14,28,27,1,1,0,433,159,86,21,79,73,0.285,5.36,0,6,2,0,651,0,91,8,4,12 +morenan01,1982,1,CAL,AL,3,7,13,8,2,0,1,148,55,26,7,23,22,0.288,4.74,0,2,1,0,218,2,31,1,2,5 +morgami01,1982,1,NYA,AL,7,11,30,23,2,0,0,451,167,73,15,67,71,0.285,4.37,5,6,2,0,661,2,77,2,4,20 +morrija02,1982,1,DET,AL,17,16,37,37,17,3,0,799,247,120,37,96,135,0.247,4.06,7,10,0,0,1107,0,131,4,5,22 +moskapa01,1982,1,PIT,NL,1,3,13,5,0,0,0,105,43,17,7,8,15,0.303,4.37,0,2,0,1,152,2,21,1,1,3 +murast01,1982,1,SLN,NL,12,11,35,30,7,1,0,553,196,83,16,80,84,0.278,4.05,4,9,0,1,795,2,89,2,9,23 +murrada01,1982,1,TOR,AL,8,7,56,0,0,0,11,333,115,39,3,32,60,0.268,3.16,5,4,3,0,470,33,48,5,1,13 +mussero01,1982,1,SEA,AL,1,0,12,0,0,0,0,47,18,6,2,6,9,0.300,3.45,1,0,1,1,69,8,7,0,2,2 +nelsoge01,1982,1,SEA,AL,6,9,22,19,2,1,0,368,133,63,16,60,71,0.279,4.62,1,4,2,2,545,2,70,4,2,14 +niedeto01,1982,1,LAN,NL,3,4,55,0,0,0,9,209,71,21,3,25,60,0.269,2.71,8,1,2,0,299,24,22,5,3,3 +niekrjo01,1982,1,HOU,NL,17,12,35,35,16,5,0,810,224,74,12,64,130,0.229,2.47,1,19,5,0,1067,0,79,13,5,21 +niekrph01,1982,1,ATL,NL,17,4,35,35,4,2,0,703,225,94,23,73,144,0.255,3.61,1,4,3,1,969,0,106,7,3,20 +niemara01,1982,1,PIT,NL,1,1,20,0,0,0,1,106,34,20,1,17,26,0.254,5.09,4,4,2,1,157,8,22,3,1,3 +nolesdi01,1982,1,CHN,NL,10,13,31,30,2,2,0,513,180,84,11,61,85,0.274,4.42,2,4,5,6,744,1,99,11,10,8 +norrimi01,1982,1,OAK,AL,7,11,28,28,7,1,0,499,154,88,25,84,83,0.242,4.76,1,7,6,4,735,0,103,6,3,13 +nunezed01,1982,1,SEA,AL,1,2,8,5,0,0,0,106,36,18,7,16,27,0.269,4.58,0,0,0,2,153,0,18,3,0,3 +oconnja02,1982,1,MIN,AL,8,9,23,19,6,1,0,378,122,60,13,57,56,0.255,4.29,4,3,2,1,543,3,63,4,2,14 +ojedabo01,1982,1,BOS,AL,4,6,22,14,0,0,0,235,95,49,13,29,52,0.296,5.63,0,5,1,0,352,6,53,0,1,5 +oroscje01,1982,1,NYN,NL,4,10,54,2,0,0,4,328,92,33,7,40,89,0.230,2.72,2,3,2,2,451,22,37,5,4,7 +owchibo01,1982,1,OAK,AL,2,4,54,0,0,0,3,306,111,59,11,52,67,0.275,5.21,5,4,0,1,463,23,60,5,3,6 +ownberi01,1982,1,NYN,NL,1,2,8,8,2,0,0,151,44,21,3,43,28,0.242,3.75,1,0,0,3,232,0,23,4,3,5 +paceljo01,1982,1,NYA,AL,0,1,3,1,0,0,0,30,13,8,0,9,2,0.342,7.20,1,2,1,0,51,0,8,0,3,0 +paceljo01,1982,2,MIN,AL,1,2,21,1,0,0,2,155,61,42,14,37,20,0.299,7.32,0,2,0,0,244,7,48,0,3,8 +palmeda01,1982,1,MON,NL,6,4,13,13,1,0,0,221,60,26,3,36,46,0.224,3.18,2,6,2,1,312,0,34,1,5,5 +palmeji01,1982,1,BAL,AL,15,5,36,32,8,2,1,681,195,79,22,63,103,0.231,3.13,1,2,4,1,920,1,85,5,3,12 +pashnla01,1982,1,DET,AL,4,4,28,13,1,0,0,283,110,42,17,25,19,0.297,4.01,2,4,1,1,403,6,46,5,2,11 +pastofr01,1982,1,CIN,NL,8,13,31,29,3,2,0,565,210,83,13,57,94,0.287,3.97,8,4,4,0,812,0,86,10,8,20 +penaal01,1982,1,LAN,NL,0,2,29,0,0,0,0,107,37,19,2,21,20,0.272,4.79,7,1,1,1,160,11,24,2,0,6 +perezpa01,1982,1,ATL,NL,4,4,16,11,0,0,0,238,85,27,4,17,29,0.276,3.06,3,2,0,1,333,2,35,5,3,9 +perryga01,1982,1,SEA,AL,10,12,32,32,6,0,0,650,245,106,27,54,116,0.287,4.40,4,13,4,0,923,0,117,7,4,18 +petryda01,1982,1,DET,AL,15,9,35,35,8,1,0,738,220,88,15,100,132,0.241,3.22,5,9,4,0,1031,0,98,8,8,26 +pladsgo01,1982,1,HOU,NL,0,0,2,0,0,0,0,4,10,8,0,2,0,0.769,54.00,0,0,0,0,16,1,8,0,1,0 +portech01,1982,1,ML4,AL,0,0,3,0,0,0,0,11,3,2,0,1,3,0.250,4.91,0,0,0,0,13,2,2,0,0,2 +powerte01,1982,1,LAN,NL,1,1,12,4,0,0,0,101,38,25,4,23,15,0.288,6.68,1,3,0,3,160,4,27,4,1,2 +pricejo02,1982,1,CIN,NL,3,4,59,1,0,0,3,218,73,23,7,32,71,0.263,2.85,8,1,4,0,318,17,26,3,1,3 +prolymi01,1982,1,CHN,NL,5,3,44,1,0,0,1,246,77,21,5,22,24,0.257,2.30,5,0,2,1,331,6,22,5,2,10 +puleoch01,1982,1,NYN,NL,9,9,36,24,1,1,1,513,179,85,13,90,98,0.275,4.47,7,3,2,2,759,8,99,10,5,11 +quiseda01,1982,1,KCA,AL,9,7,72,0,0,0,35,410,126,39,12,12,46,0.252,2.57,2,1,0,0,529,68,43,10,7,17 +rainech01,1982,1,BOS,AL,7,5,27,25,3,3,0,387,146,72,14,63,57,0.294,5.02,2,2,2,0,573,0,75,7,5,13 +rasmuer01,1982,1,SLN,NL,1,2,8,3,0,0,0,55,21,9,2,8,15,0.288,4.42,4,0,0,0,83,1,13,1,1,0 +rawlesh01,1982,1,NYA,AL,11,10,47,17,3,0,3,492,165,74,10,54,111,0.267,4.06,5,2,2,1,699,15,79,16,9,17 +reardje01,1982,1,MON,NL,7,4,75,0,0,0,26,327,87,25,6,36,86,0.221,2.06,4,2,2,0,444,53,28,8,4,4 +redfepe01,1982,1,MIN,AL,5,11,27,13,2,0,0,283,122,69,16,51,40,0.322,6.58,3,4,1,0,438,5,74,4,3,12 +reedje01,1982,1,PHI,NL,1,0,7,0,0,0,0,26,11,5,0,3,1,0.324,5.19,0,0,1,0,38,1,6,0,0,3 +reedje01,1982,2,CLE,AL,1,1,6,1,0,0,0,47,15,6,1,3,10,0.250,3.45,0,0,0,0,63,1,6,0,0,0 +reedro01,1982,1,PHI,NL,5,5,57,2,0,0,14,294,85,29,4,24,57,0.235,2.66,5,4,3,0,401,30,30,10,3,7 +renkost01,1982,1,CAL,AL,11,6,31,23,4,0,0,468,163,77,17,51,81,0.269,4.44,0,3,1,0,665,4,78,3,5,9 +reussje01,1982,1,LAN,NL,18,11,39,37,8,4,0,764,232,88,11,50,138,0.240,3.11,10,7,2,3,1036,2,98,12,4,16 +rhoderi01,1982,1,PIT,NL,11,14,35,35,6,1,0,691,239,106,14,70,128,0.267,4.14,8,9,2,3,983,0,115,12,3,19 +righeda01,1982,1,NYA,AL,11,10,33,27,4,0,1,549,155,77,11,108,163,0.229,3.79,4,9,6,5,804,3,88,8,5,13 +rincoan01,1982,1,SLN,NL,2,3,11,6,1,0,0,120,35,21,1,25,11,0.241,4.73,0,2,0,2,172,2,22,1,1,6 +ripleal01,1982,1,CHN,NL,5,7,28,19,0,0,0,368,130,58,12,38,57,0.285,4.26,6,6,2,3,512,5,61,9,7,10 +roberbe01,1982,1,HOU,NL,1,2,22,0,0,0,3,77,29,12,0,6,18,0.284,4.21,3,0,0,1,110,13,12,2,0,1 +robindo01,1982,1,PIT,NL,15,13,38,30,6,0,0,681,213,108,26,103,165,0.250,4.28,11,17,3,0,977,3,123,12,8,12 +rogerst01,1982,1,MON,NL,19,8,35,35,14,4,0,831,245,74,12,65,179,0.237,2.40,7,3,6,0,1122,0,84,13,6,24 +romoen01,1982,1,PIT,NL,9,3,45,0,0,0,1,260,81,42,11,36,58,0.245,4.36,6,1,1,1,373,14,43,5,1,4 +romovi01,1982,1,LAN,NL,1,2,15,6,0,0,1,107,25,12,1,14,24,0.195,3.03,0,1,2,1,147,6,12,3,0,0 +rossma01,1982,1,HOU,NL,0,0,4,0,0,0,0,18,3,1,0,0,4,0.143,1.50,0,0,0,0,21,2,1,0,0,0 +rothsla01,1982,1,DET,AL,0,0,2,0,0,0,0,8,4,4,1,2,0,0.333,13.50,0,0,0,0,14,0,4,0,0,0 +rozemda01,1982,1,DET,AL,3,0,8,2,0,0,1,83,17,5,2,7,15,0.179,1.63,1,0,1,0,107,3,5,4,0,0 +ruckeda01,1982,1,DET,AL,5,6,27,4,1,0,0,192,62,24,4,23,31,0.251,3.38,3,1,2,0,274,8,26,2,0,4 +ruhleve01,1982,1,HOU,NL,9,13,31,21,3,2,1,447,169,65,12,24,56,0.289,3.93,4,0,4,1,625,3,81,8,4,14 +ruthvdi01,1982,1,PHI,NL,11,11,33,31,8,2,0,613,189,86,18,59,115,0.246,3.79,10,6,6,2,849,0,99,5,11,12 +ryanno01,1982,1,HOU,NL,16,12,35,35,10,3,0,751,196,88,20,109,245,0.213,3.16,3,18,8,2,1050,0,100,9,3,12 +sambijo01,1982,1,HOU,NL,0,0,9,0,0,0,4,38,7,1,0,2,7,0.159,0.71,2,0,0,0,47,7,2,1,0,2 +sanchlu01,1982,1,CAL,AL,7,4,46,0,0,0,5,278,89,33,3,34,58,0.259,3.21,4,1,7,1,388,25,36,2,2,14 +sandesc01,1982,1,MON,NL,12,12,32,32,7,0,0,672,212,86,24,58,158,0.251,3.46,5,2,3,1,922,0,98,9,6,12 +sarmima01,1982,1,PIT,NL,9,4,35,17,4,0,1,494,153,62,7,46,81,0.246,3.39,4,5,0,2,678,6,69,3,7,11 +saucike01,1982,1,DET,AL,3,1,31,1,0,0,5,121,35,14,0,29,23,0.254,3.12,4,3,2,0,173,14,15,4,0,8 +schatda01,1982,1,SFN,NL,1,4,13,3,0,0,0,100,47,27,3,12,18,0.333,7.29,4,2,0,0,155,1,30,1,1,2 +schatda01,1982,2,MON,NL,0,2,26,1,0,0,0,108,37,14,1,12,15,0.276,3.50,5,2,2,0,152,10,16,2,2,2 +scherbi01,1982,1,CIN,NL,0,1,5,2,0,0,0,52,17,5,0,0,7,0.250,2.60,0,0,0,0,69,2,7,1,0,2 +schmida01,1982,1,TEX,AL,4,6,33,8,0,0,6,329,118,39,5,25,69,0.279,3.20,5,2,5,0,462,14,45,6,3,7 +schroke01,1982,1,TOR,AL,1,0,6,0,0,0,0,46,13,10,3,15,8,0.232,5.87,3,1,0,0,71,1,11,0,0,3 +scottmi03,1982,1,NYN,NL,7,13,37,22,1,0,3,441,185,84,13,60,63,0.321,5.14,3,1,2,2,670,10,100,21,11,11 +scurrro01,1982,1,PIT,NL,4,5,76,0,0,0,14,311,79,20,3,64,94,0.212,1.74,7,12,4,1,448,38,26,4,4,9 +seaveto01,1982,1,CIN,NL,5,13,21,21,0,0,0,334,136,68,14,44,62,0.302,5.50,4,3,3,0,501,0,75,2,2,8 +segelhe01,1982,1,CHN,NL,0,0,3,0,0,0,0,13,6,4,1,6,4,0.316,8.31,0,2,0,0,25,1,4,0,0,0 +sentest01,1982,1,TOR,AL,0,0,11,0,0,0,0,66,23,12,5,6,20,0.247,4.91,1,1,0,0,100,3,16,0,1,0 +shirlbo01,1982,1,CIN,NL,8,13,41,20,1,0,0,458,138,61,17,73,89,0.248,3.60,13,1,3,1,647,6,74,9,5,13 +shirlst01,1982,1,LAN,NL,1,1,11,0,0,0,0,38,15,6,0,7,8,0.300,4.26,2,2,0,1,58,6,6,1,0,1 +shower01,1982,1,SDN,NL,10,6,47,14,2,2,3,450,117,44,10,48,88,0.217,2.64,3,2,5,0,611,12,49,13,6,14 +siskdo01,1982,1,NYN,NL,0,1,8,0,0,0,1,26,5,1,1,4,4,0.172,1.04,2,0,1,0,34,4,1,0,0,2 +siwyji01,1982,1,CHA,AL,0,0,2,1,0,0,0,21,10,8,1,5,3,0.385,10.29,0,0,0,0,32,0,8,0,1,2 +slatoji01,1982,1,ML4,AL,10,6,39,7,0,0,6,353,117,43,14,41,59,0.264,3.29,3,2,1,1,494,21,48,6,2,12 +smithbr01,1982,1,MON,NL,2,4,47,1,0,0,3,238,81,37,5,23,50,0.264,4.20,5,5,0,1,335,16,43,1,4,4 +smithda02,1982,1,HOU,NL,5,4,49,1,0,0,11,190,69,27,4,31,28,0.285,3.84,4,2,0,4,286,29,30,9,4,5 +smithle02,1982,1,CHN,NL,2,5,72,5,0,0,17,351,105,35,5,37,99,0.245,2.69,5,6,3,1,480,38,38,6,5,5 +smithmi03,1982,1,TEX,AL,3,4,8,8,3,0,0,140,51,26,5,13,24,0.282,5.01,2,1,3,0,199,0,26,1,1,5 +solomed01,1982,1,PIT,NL,2,6,11,10,0,0,0,140,69,35,9,18,18,0.347,6.75,0,1,1,0,221,1,38,1,2,5 +solomed01,1982,2,CHA,AL,1,0,6,0,0,0,0,22,7,3,1,2,2,0.241,3.68,0,0,0,0,31,4,5,0,0,1 +sorenla01,1982,1,CLE,AL,10,15,32,30,6,1,0,568,251,118,19,55,62,0.322,5.61,6,5,3,3,849,0,130,3,9,25 +sosael01,1982,1,DET,AL,3,3,38,0,0,0,4,183,64,30,11,18,24,0.270,4.43,3,1,2,0,260,27,31,3,0,5 +sotoma01,1982,1,CIN,NL,14,13,35,34,13,2,0,773,202,80,19,71,274,0.215,2.79,3,6,4,1,1033,1,88,12,8,13 +spillda01,1982,1,CLE,AL,12,10,65,0,0,0,21,401,117,37,9,45,90,0.235,2.49,7,5,0,0,557,54,44,8,7,6 +splitpa01,1982,1,KCA,AL,10,10,29,28,0,0,0,486,166,77,14,57,74,0.266,4.28,1,1,3,0,692,0,83,3,5,17 +stanhdo01,1982,1,BAL,AL,0,1,17,0,0,0,0,80,29,16,3,15,8,0.276,5.40,1,0,2,0,125,6,16,3,0,2 +stanlbo01,1982,1,BOS,AL,12,7,48,0,0,0,14,505,161,58,11,50,83,0.255,3.10,6,2,4,0,694,33,60,4,4,24 +stantmi01,1982,1,SEA,AL,2,4,56,1,0,0,7,214,70,33,5,21,49,0.260,4.16,3,0,0,0,302,18,37,10,2,6 +steinra02,1982,1,CHN,NL,0,0,6,0,0,0,0,31,7,4,2,7,6,0.200,3.48,2,1,0,0,43,1,4,0,1,2 +steirri01,1982,1,CAL,AL,1,0,10,1,0,0,0,79,25,11,2,11,14,0.243,3.76,0,0,1,0,117,2,14,2,0,1 +stewada01,1982,1,LAN,NL,9,8,45,14,0,0,1,439,137,62,14,49,80,0.249,3.81,11,3,2,0,616,9,72,10,5,11 +stewasa01,1982,1,BAL,AL,10,9,38,12,1,1,5,417,140,64,9,62,69,0.263,4.14,3,3,2,1,607,16,68,5,6,10 +stiebda01,1982,1,TOR,AL,17,14,38,38,19,5,0,865,271,104,27,75,141,0.248,3.25,4,3,5,1,1187,0,116,10,3,19 +stoddbo01,1982,1,SEA,AL,3,3,9,9,2,1,0,202,48,18,7,18,24,0.205,2.41,0,2,3,0,259,0,22,1,3,10 +stoddti01,1982,1,BAL,AL,3,4,50,0,0,0,12,168,53,25,4,29,42,0.249,4.02,6,2,1,0,249,38,26,3,3,4 +stupejo01,1982,1,SLN,NL,9,7,23,21,2,0,0,410,137,51,8,55,53,0.266,3.36,5,4,0,1,578,0,55,7,1,15 +sutclri01,1982,1,CLE,AL,14,8,34,27,6,1,1,648,174,71,16,98,142,0.226,2.96,2,6,4,1,887,3,81,7,8,17 +suttebr01,1982,1,SLN,NL,9,8,70,0,0,0,36,307,88,33,8,34,61,0.235,2.90,13,5,3,0,424,58,38,10,2,12 +suttodo01,1982,1,HOU,NL,13,8,27,27,4,0,0,585,169,65,10,46,139,0.232,3.00,2,3,1,1,784,0,75,4,5,15 +suttodo01,1982,2,ML4,AL,4,1,7,7,2,1,0,164,55,20,8,18,36,0.263,3.29,0,0,0,0,228,0,21,1,0,4 +swancr01,1982,1,NYN,NL,11,7,37,21,2,0,1,499,165,62,13,37,67,0.256,3.35,4,0,0,0,691,6,70,7,3,7 +tananfr01,1982,1,TEX,AL,7,18,30,30,7,0,0,583,199,91,16,55,87,0.264,4.21,10,0,7,1,832,0,102,13,4,9 +tekulke01,1982,1,PIT,NL,12,8,85,0,0,0,20,386,113,41,7,46,66,0.237,2.87,23,1,3,0,541,64,47,10,6,13 +terrewa01,1982,1,NYN,NL,0,3,3,3,0,0,0,63,22,8,2,14,8,0.268,3.43,2,1,0,1,97,0,12,1,0,1 +tiantlu01,1982,1,CAL,AL,2,2,6,5,0,0,0,89,39,19,3,8,30,0.310,5.76,0,0,0,0,135,0,20,1,0,1 +tidrodi01,1982,1,CHN,NL,8,3,65,0,0,0,6,311,106,39,6,29,62,0.266,3.39,10,1,3,0,441,25,45,7,2,6 +tobikda01,1982,1,DET,AL,4,9,51,1,0,0,9,296,86,39,8,38,63,0.241,3.56,8,2,1,1,406,31,45,5,5,4 +tomlida01,1982,1,MON,NL,0,0,1,0,0,0,0,6,1,1,0,1,2,0.167,4.50,0,0,0,0,7,0,1,0,0,0 +torremi01,1982,1,BOS,AL,9,9,31,31,1,0,0,527,196,102,20,74,84,0.282,5.23,1,4,6,0,782,0,107,1,6,16 +troutst01,1982,1,CHA,AL,6,9,25,19,2,0,0,361,130,57,9,50,62,0.273,4.26,2,3,2,1,537,3,76,5,3,12 +tudorjo01,1982,1,BOS,AL,13,10,32,30,6,1,0,587,215,79,20,59,146,0.280,3.63,3,0,8,2,847,1,90,8,5,18 +tuftsbo01,1982,1,KCA,AL,2,0,10,0,0,0,2,60,24,10,3,3,13,0.293,4.50,0,0,0,0,86,6,10,0,1,2 +tunnele01,1982,1,PIT,NL,1,1,5,3,0,0,0,55,17,8,1,5,4,0.254,3.93,0,0,2,0,75,2,8,1,0,1 +ujdurje01,1982,1,DET,AL,10,10,25,25,7,0,0,534,150,73,29,69,86,0.230,3.69,4,5,3,1,732,0,76,2,5,14 +underpa01,1982,1,DET,AL,4,8,33,12,2,0,3,297,108,52,17,22,43,0.269,4.73,2,5,0,0,428,6,66,2,2,3 +underto01,1982,1,OAK,AL,10,6,56,10,2,0,7,459,136,56,11,68,79,0.241,3.29,4,6,1,0,651,20,66,12,6,16 +valenfe01,1982,1,LAN,NL,19,13,37,37,18,4,0,855,247,91,13,83,199,0.236,2.87,12,4,2,0,1156,0,105,19,6,21 +vandeed01,1982,1,SEA,AL,9,4,78,0,0,0,5,228,54,20,5,32,60,0.207,2.37,7,3,2,2,303,27,21,6,2,12 +violafr01,1982,1,MIN,AL,4,10,22,22,3,1,0,378,152,73,22,38,84,0.302,5.21,2,4,0,1,543,0,77,2,0,12 +vuckope01,1982,1,ML4,AL,18,6,30,30,9,1,0,671,234,83,14,102,105,0.275,3.34,1,6,5,0,971,0,96,9,4,23 +waitsri01,1982,1,CLE,AL,2,13,25,21,2,0,0,345,128,69,13,57,44,0.290,5.40,2,4,1,0,510,0,74,7,3,9 +walkbo01,1982,1,ATL,NL,11,9,32,27,3,1,0,493,179,89,19,59,84,0.280,4.87,2,7,6,0,717,1,101,8,5,12 +welchbo01,1982,1,LAN,NL,16,11,36,36,9,3,0,707,199,88,19,81,176,0.229,3.36,5,5,5,1,965,0,94,7,4,11 +welchdo01,1982,1,BAL,AL,1,0,2,0,0,0,0,13,6,4,0,2,3,0.300,8.31,0,0,0,0,22,0,6,0,0,0 +welshch01,1982,1,SDN,NL,8,8,28,20,3,1,0,418,146,76,16,63,48,0.268,4.91,2,2,3,0,618,7,88,5,2,16 +weverst01,1982,1,NYA,AL,0,1,1,1,0,0,0,8,6,8,1,3,2,0.429,27.00,0,3,0,0,18,0,9,0,1,0 +whitsed01,1982,1,CLE,AL,4,2,40,9,1,1,2,323,91,39,6,58,61,0.231,3.26,3,4,0,1,467,18,43,7,8,6 +wihtosa01,1982,1,CLE,AL,0,0,6,0,0,0,0,35,9,6,1,7,8,0.220,4.63,0,0,1,0,50,4,6,0,1,1 +wilcomi01,1982,1,DET,AL,12,10,29,29,9,1,0,581,187,78,18,85,112,0.257,3.62,5,5,7,1,833,0,91,7,5,23 +willial03,1982,1,MIN,AL,9,7,26,26,3,0,0,461,166,72,18,55,61,0.276,4.22,5,6,0,2,666,0,74,3,7,16 +wiseri01,1982,1,SDN,NL,0,0,1,0,0,0,0,6,3,2,0,0,0,0.333,9.00,0,0,0,0,9,1,2,0,0,0 +wittmi01,1982,1,CAL,AL,8,6,33,26,5,1,0,539,177,70,8,47,85,0.260,3.51,2,8,7,1,748,2,77,8,5,18 +wrighji03,1982,1,KCA,AL,0,0,7,0,0,0,0,71,32,14,3,6,9,0.320,5.32,0,0,0,1,108,3,18,2,0,2 +wrighri01,1982,1,LAN,NL,2,1,14,5,0,0,0,98,28,11,1,20,24,0.233,3.03,6,1,0,0,145,3,12,4,1,1 +zachrpa01,1982,1,NYN,NL,6,9,36,16,2,0,1,413,149,62,10,57,69,0.279,4.05,5,4,0,0,600,6,69,4,5,8 +zahnge01,1982,1,CAL,AL,18,8,34,34,12,4,0,688,225,95,18,65,81,0.259,3.73,5,2,4,0,944,0,100,4,3,32 +abbotgl01,1983,1,SEA,AL,5,3,14,14,2,0,0,247,103,42,9,15,38,0.311,4.59,2,0,4,2,355,0,46,3,2,8 +abbotgl01,1983,2,DET,AL,2,1,7,7,1,1,0,140,43,10,5,7,11,0.244,1.93,1,2,0,0,186,0,12,2,1,3 +ackerji01,1983,1,TOR,AL,5,1,38,5,0,0,1,293,103,47,7,38,44,0.273,4.33,1,1,8,0,426,8,52,1,2,17 +agostju01,1983,1,CHA,AL,2,2,39,0,0,0,7,125,41,19,2,11,29,0.283,4.10,1,2,1,0,166,13,20,5,4,8 +alexado01,1983,1,NYA,AL,0,2,8,5,0,0,0,85,31,20,6,7,17,0.277,6.35,0,0,0,0,121,2,21,1,1,1 +alexado01,1983,2,TOR,AL,7,6,17,15,5,0,0,350,126,51,14,26,46,0.279,3.93,1,4,1,0,482,1,55,0,3,12 +allenne01,1983,1,NYN,NL,2,7,21,4,1,1,2,162,57,27,6,36,32,0.278,4.50,5,2,0,0,246,9,29,4,1,7 +allenne01,1983,2,SLN,NL,10,6,25,18,4,2,0,365,122,50,6,48,74,0.265,3.70,4,6,1,1,516,3,55,5,1,14 +altampo01,1983,1,PHI,NL,2,3,31,0,0,0,0,124,38,17,9,15,24,0.255,3.70,3,2,2,1,173,11,18,6,1,5 +anderbu01,1983,1,CLE,AL,1,6,39,1,0,0,7,205,64,31,8,32,32,0.255,4.08,6,4,0,0,290,27,34,5,2,10 +anderla02,1983,1,PHI,NL,1,0,17,0,0,0,0,79,19,7,0,9,14,0.200,2.39,1,1,0,1,106,4,7,1,1,1 +andujjo01,1983,1,SLN,NL,6,16,39,34,5,2,1,675,215,104,23,75,125,0.253,4.16,7,5,3,6,943,3,112,12,3,10 +apontlu01,1983,1,BOS,AL,5,4,34,0,0,0,3,186,74,25,7,23,32,0.301,3.63,3,1,2,0,276,18,28,4,1,9 +armstmi01,1983,1,KCA,AL,10,7,58,0,0,0,3,308,86,44,11,45,52,0.228,3.86,3,5,3,0,432,33,53,3,4,3 +atherke01,1983,1,OAK,AL,2,5,29,0,0,0,4,205,53,21,7,23,40,0.215,2.77,4,1,1,1,277,21,22,2,5,4 +augusje01,1983,1,ML4,AL,3,3,34,7,1,0,2,193,89,41,11,25,40,0.328,5.74,4,1,1,0,304,9,45,4,3,6 +baileho01,1983,1,DET,AL,5,5,33,3,0,0,0,216,69,39,11,25,21,0.255,4.88,3,1,2,0,302,15,45,3,1,10 +bairdo01,1983,1,SLN,NL,1,1,26,0,0,0,1,89,24,10,4,13,21,0.224,3.03,3,1,0,0,122,9,11,1,1,3 +bairdo01,1983,2,DET,AL,7,3,27,1,0,0,4,167,51,24,8,19,39,0.242,3.88,4,0,1,0,233,10,27,2,0,3 +bakerst01,1983,1,OAK,AL,3,3,35,1,0,0,5,162,59,26,4,26,23,0.282,4.33,4,3,2,0,244,18,32,4,3,8 +bakerst01,1983,2,SLN,NL,0,1,8,0,0,0,0,30,10,2,0,4,1,0.286,1.80,1,3,1,0,43,3,4,2,1,1 +bannifl01,1983,1,CHA,AL,16,10,34,34,5,2,0,652,191,81,19,71,193,0.233,3.35,3,8,2,1,902,0,88,4,4,12 +bargagr01,1983,1,MON,NL,2,0,8,3,0,0,0,60,23,15,6,8,9,0.271,6.75,0,0,1,0,94,1,15,0,0,1 +barkele01,1983,1,CLE,AL,8,13,24,24,4,1,0,449,150,85,16,52,105,0.266,5.11,3,6,2,0,633,0,92,10,5,16 +barkele01,1983,2,ATL,NL,1,3,6,6,0,0,0,99,31,14,0,14,21,0.248,3.82,2,2,0,0,143,0,17,3,1,2 +barneri01,1983,1,CLE,AL,1,1,4,2,0,0,0,35,18,9,0,10,2,0.375,6.94,2,1,0,0,59,1,10,0,1,2 +barojsa01,1983,1,CHA,AL,3,3,52,0,0,0,12,262,70,24,2,32,38,0.224,2.47,2,1,5,0,355,29,24,3,2,12 +barrji01,1983,1,SFN,NL,5,3,53,0,0,0,2,278,106,41,7,20,47,0.294,3.98,9,1,1,0,395,23,47,4,9,3 +beardda01,1983,1,OAK,AL,5,5,43,0,0,0,10,183,55,38,8,36,40,0.246,5.61,4,3,2,0,268,26,39,3,3,3 +beattji01,1983,1,SEA,AL,10,15,30,29,8,2,0,590,197,84,12,66,132,0.259,3.84,6,6,3,1,834,0,89,3,2,15 +beckwjo01,1983,1,LAN,NL,3,4,42,3,0,0,1,213,73,28,5,35,50,0.264,3.55,11,1,1,0,321,15,40,7,1,3 +bedrost01,1983,1,ATL,NL,9,10,70,1,0,0,19,360,100,48,11,51,114,0.229,3.60,8,2,4,0,504,52,50,8,4,12 +beenean01,1983,1,ML4,AL,0,0,1,0,0,0,0,6,3,1,0,1,0,0.333,4.50,1,1,0,0,10,1,3,0,0,0 +behenri01,1983,1,ATL,NL,3,3,14,6,0,0,0,112,37,19,7,12,17,0.257,4.58,2,0,1,3,160,1,20,1,1,2 +behenri01,1983,2,CLE,AL,0,2,5,4,0,0,0,78,22,12,0,14,9,0.232,4.15,1,1,1,0,111,0,13,1,0,4 +berenbr01,1983,1,CIN,NL,9,14,32,31,4,1,0,559,173,80,9,102,151,0.247,3.86,3,8,2,0,816,1,92,8,4,20 +berenju01,1983,1,DET,AL,9,5,37,19,2,1,1,473,110,55,19,71,129,0.193,3.14,3,3,6,1,650,7,58,1,2,8 +bestka01,1983,1,SEA,AL,0,1,4,0,0,0,0,16,14,8,2,5,3,0.483,13.50,0,1,2,0,36,0,9,0,0,1 +bibbyji01,1983,1,PIT,NL,5,12,29,12,0,0,2,234,92,58,10,51,44,0.297,6.69,0,2,1,2,367,6,60,1,4,4 +birddo01,1983,1,BOS,AL,1,4,22,6,0,0,1,203,91,50,14,16,33,0.324,6.65,4,1,2,0,303,7,52,0,4,9 +blackbu02,1983,1,KCA,AL,10,7,24,24,3,0,0,484,159,68,19,43,58,0.257,3.79,1,4,2,0,672,0,75,4,5,20 +bluevi01,1983,1,KCA,AL,0,5,19,14,1,0,0,256,96,57,12,35,53,0.286,6.01,0,6,2,2,382,4,62,4,5,8 +blylebe01,1983,1,CLE,AL,7,10,24,24,5,0,0,469,160,68,8,44,123,0.267,3.91,4,5,10,1,660,0,74,2,5,17 +boddimi01,1983,1,BAL,AL,16,8,27,26,10,5,0,537,141,55,13,52,120,0.216,2.77,1,5,0,0,711,1,65,4,3,14 +boggsto01,1983,1,ATL,NL,0,0,5,0,0,0,0,19,8,4,1,1,5,0.320,5.68,0,1,0,0,27,1,4,1,0,1 +bookegr01,1983,1,SDN,NL,0,1,6,1,0,0,0,35,18,10,2,9,5,0.375,7.71,0,0,0,0,58,1,10,1,0,0 +bordiri01,1983,1,CHN,NL,0,2,11,1,0,0,1,76,34,14,2,12,20,0.321,4.97,1,0,0,0,119,1,15,1,0,0 +boydoi01,1983,1,BOS,AL,4,8,15,13,5,0,0,296,103,36,9,23,43,0.269,3.28,0,3,1,1,413,2,46,1,5,8 +bradlbe01,1983,1,OAK,AL,0,0,6,0,0,0,0,25,14,6,1,4,3,0.400,6.48,1,1,0,0,40,2,7,0,1,3 +breinfr01,1983,1,SFN,NL,11,12,32,32,6,0,0,608,202,86,15,60,117,0.259,3.82,11,4,5,1,868,0,97,13,11,5 +brennto01,1983,1,CLE,AL,2,2,11,5,1,1,0,119,45,17,3,8,21,0.288,3.86,1,0,1,0,167,2,22,0,2,4 +brizzto01,1983,1,ATL,NL,1,0,14,0,0,0,1,61,22,8,2,6,17,0.278,3.54,0,0,0,0,88,2,8,3,0,0 +browncu03,1983,1,CAL,AL,1,1,10,0,0,0,0,48,25,13,1,4,7,0.368,7.31,1,1,0,0,73,7,13,0,1,3 +brownmi01,1983,1,BOS,AL,6,6,19,18,3,1,0,312,110,54,12,43,35,0.276,4.67,1,4,2,4,454,0,62,5,6,11 +brownst02,1983,1,CAL,AL,2,3,12,4,2,1,0,138,45,18,4,16,23,0.256,3.52,1,0,0,0,195,4,19,1,2,4 +brusswa01,1983,1,CHN,NL,3,1,59,0,0,0,1,241,67,21,1,37,46,0.234,2.35,10,4,2,1,335,21,21,5,5,11 +burgmto01,1983,1,OAK,AL,6,7,49,0,0,0,4,288,89,30,2,32,39,0.244,2.81,8,2,0,2,409,22,33,10,2,10 +burnsbr01,1983,1,CHA,AL,10,11,29,26,8,4,0,521,165,69,14,55,115,0.249,3.58,2,6,5,0,732,0,79,6,3,10 +burrira01,1983,1,MON,NL,4,7,40,17,2,1,0,462,139,63,13,56,100,0.244,3.68,4,2,2,1,641,6,68,9,5,11 +butchjo01,1983,1,TEX,AL,6,6,38,6,1,1,5,369,128,48,8,41,58,0.270,3.51,4,4,1,0,522,14,50,4,2,11 +bystrma01,1983,1,PHI,NL,6,9,24,23,1,1,0,358,136,61,6,44,87,0.285,4.60,2,2,7,1,540,0,75,3,8,5 +caldwmi01,1983,1,ML4,AL,12,11,32,32,10,2,0,685,269,115,35,51,58,0.296,4.53,1,3,1,1,970,0,125,4,4,28 +callabe01,1983,1,OAK,AL,1,2,4,2,0,0,0,28,18,13,0,5,2,0.400,12.54,1,0,0,0,52,1,16,1,1,0 +calvema01,1983,1,SFN,NL,1,4,18,4,0,0,0,112,46,26,2,34,14,0.307,6.27,4,3,3,1,190,5,33,2,1,5 +camacer01,1983,1,CLE,AL,0,1,4,0,0,0,0,16,5,3,1,2,2,0.250,5.06,0,0,1,0,23,1,3,0,0,1 +campbbi02,1983,1,CHN,NL,6,8,82,0,0,0,8,367,128,61,4,49,97,0.275,4.49,18,6,1,1,530,46,65,10,5,9 +campri01,1983,1,ATL,NL,10,9,40,16,1,0,0,420,146,59,16,38,61,0.270,3.79,2,3,4,0,590,4,64,5,3,22 +candejo01,1983,1,PIT,NL,15,8,33,32,2,0,0,593,191,71,15,45,157,0.257,3.23,3,3,2,2,797,0,73,4,4,17 +candito01,1983,1,ML4,AL,4,4,10,8,2,1,0,167,62,20,4,16,21,0.291,3.23,0,0,2,0,233,1,21,0,2,9 +carltst01,1983,1,PHI,NL,15,16,37,37,8,3,0,851,277,98,20,84,275,0.258,3.11,10,13,3,9,1183,0,117,20,4,18 +carmado01,1983,1,PHI,NL,0,0,1,0,0,0,1,3,0,0,0,0,0,0.000,0.00,0,0,0,0,3,1,0,0,0,0 +castibo01,1983,1,MIN,AL,8,12,27,25,3,0,0,475,170,84,17,65,90,0.278,4.77,4,3,1,1,686,0,91,6,2,12 +castima01,1983,1,SEA,AL,0,0,1,0,0,0,0,8,8,7,3,3,2,0.533,23.63,0,1,1,0,19,0,7,0,0,0 +castrbi01,1983,1,KCA,AL,2,0,18,0,0,0,0,122,51,30,4,12,17,0.300,6.64,1,1,5,0,190,6,34,0,3,3 +catoke01,1983,1,CIN,NL,1,0,4,0,0,0,0,11,2,1,0,1,3,0.154,2.45,0,0,0,0,14,1,1,0,0,0 +caudibi01,1983,1,SEA,AL,2,8,63,0,0,0,26,218,70,38,10,38,73,0.257,4.71,6,4,2,1,317,54,39,1,4,7 +chifffl01,1983,1,SDN,NL,0,2,15,0,0,0,1,68,17,8,0,10,15,0.213,3.18,1,0,0,1,94,3,10,3,0,2 +chrisla01,1983,1,PHI,NL,2,4,9,9,0,0,0,145,42,21,2,17,44,0.233,3.91,1,2,1,0,203,0,25,1,4,1 +chrismi01,1983,1,SFN,NL,0,0,7,0,0,0,0,40,16,12,1,16,5,0.308,8.10,2,1,2,0,72,0,14,1,1,1 +citarra01,1983,1,SLN,NL,0,0,6,0,0,0,0,33,8,2,0,3,4,0.205,1.64,1,1,0,0,42,2,2,0,0,1 +clancji01,1983,1,TOR,AL,15,11,34,34,11,1,0,669,238,97,23,61,99,0.271,3.91,0,3,1,0,955,0,115,4,12,14 +clarkbr01,1983,1,SEA,AL,7,10,41,17,2,0,0,487,160,71,14,72,76,0.261,3.94,6,10,3,0,697,7,82,6,3,22 +clarkst02,1983,1,TOR,AL,1,1,10,0,0,0,0,33,10,4,2,5,7,0.256,3.27,0,0,0,1,46,5,4,1,1,1 +clearma01,1983,1,BOS,AL,4,5,48,0,0,0,4,288,101,67,10,68,81,0.273,6.28,5,2,3,0,448,33,71,1,6,9 +cocanja01,1983,1,ML4,AL,2,0,5,3,1,0,0,90,21,6,1,12,8,0.200,1.80,0,1,1,0,118,0,8,0,0,8 +codirch01,1983,1,OAK,AL,12,12,37,31,7,2,1,617,208,102,17,72,85,0.264,4.46,4,2,7,2,884,3,115,10,6,18 +comerst01,1983,1,PHI,NL,1,0,3,1,0,0,0,26,11,5,0,3,1,0.314,5.19,0,0,0,0,38,0,6,0,0,1 +conroti01,1983,1,OAK,AL,7,10,39,18,3,1,0,487,141,71,17,98,112,0.232,3.94,2,8,2,1,715,6,89,3,4,11 +coopedo01,1983,1,TOR,AL,0,0,4,0,0,0,0,16,8,4,3,0,5,0.348,6.75,0,0,0,0,23,1,4,0,0,1 +corbedo01,1983,1,CAL,AL,1,1,11,0,0,0,0,52,26,7,1,4,18,0.351,3.63,2,0,1,0,80,7,10,1,0,3 +couchmi01,1983,1,SDN,NL,0,1,8,0,0,0,0,42,12,8,1,6,5,0.214,5.14,1,0,0,1,63,2,8,0,1,0 +coxda01,1983,1,SLN,NL,3,6,12,12,0,0,0,249,92,30,6,23,36,0.286,3.25,2,2,0,0,352,0,38,6,1,11 +creelke01,1983,1,KCA,AL,2,5,25,10,1,0,0,268,116,63,17,35,31,0.320,6.35,0,1,2,0,404,9,66,1,3,13 +cruzvi01,1983,1,TEX,AL,1,3,17,0,0,0,5,75,16,4,2,10,18,0.184,1.44,3,0,1,0,103,13,7,3,2,2 +curtijo01,1983,1,CAL,AL,1,2,37,3,0,0,5,270,89,38,5,40,36,0.258,3.80,11,8,2,0,394,14,44,2,5,13 +darliro01,1983,1,NYN,NL,1,3,5,5,1,0,0,106,31,11,0,17,23,0.250,2.80,1,3,3,2,148,0,11,3,0,6 +darwida01,1983,1,TEX,AL,8,13,28,26,9,2,0,549,175,71,9,62,92,0.250,3.49,3,2,3,0,780,0,86,7,7,8 +davisma01,1983,1,SFN,NL,6,4,20,20,2,2,0,333,93,43,14,50,83,0.227,3.49,4,8,3,1,469,0,51,2,4,5 +davisro02,1983,1,MIN,AL,5,8,66,0,0,0,30,267,89,33,6,33,84,0.266,3.34,3,4,3,1,382,61,34,6,6,6 +davisst02,1983,1,BAL,AL,13,7,34,29,6,1,0,601,180,80,14,64,125,0.238,3.59,4,7,2,2,831,0,90,5,4,15 +dawlebi01,1983,1,HOU,NL,6,6,48,0,0,0,14,239,51,25,9,22,60,0.185,2.82,4,1,1,0,304,37,26,5,0,5 +dayleke01,1983,1,ATL,NL,5,8,24,16,0,0,0,314,100,50,12,39,70,0.257,4.30,2,3,2,0,436,3,59,3,3,10 +deckema01,1983,1,SDN,NL,0,0,4,0,0,0,0,26,5,2,1,3,9,0.167,2.08,0,1,1,0,34,1,2,0,0,1 +dedmoje01,1983,1,ATL,NL,0,0,5,0,0,0,0,12,10,6,1,0,3,0.455,13.50,0,0,0,0,23,0,6,1,0,0 +deleojo01,1983,1,PIT,NL,7,3,15,15,3,2,0,324,75,34,5,47,118,0.196,2.83,2,5,1,2,438,0,36,4,3,5 +deleolu01,1983,1,SDN,NL,6,6,63,0,0,0,13,333,89,33,8,27,90,0.224,2.68,7,1,1,0,442,34,34,7,9,7 +dennyjo01,1983,1,PHI,NL,19,6,36,36,7,1,0,728,229,64,9,53,139,0.250,2.37,5,6,4,1,983,0,77,8,3,27 +diazca01,1983,1,NYN,NL,3,1,54,0,0,0,2,250,62,19,1,35,64,0.211,2.05,13,2,1,0,339,20,22,6,3,8 +dipinfr01,1983,1,HOU,NL,3,4,53,0,0,0,20,214,52,21,2,20,67,0.205,2.65,5,3,1,0,279,32,21,1,3,9 +dixonto01,1983,1,MON,NL,0,1,4,0,0,0,0,11,6,4,1,1,4,0.375,9.82,0,1,1,0,19,3,4,0,1,0 +dotsori01,1983,1,CHA,AL,22,7,35,35,8,1,0,720,209,86,19,106,137,0.240,3.23,1,7,8,0,997,0,92,4,7,33 +draveda01,1983,1,SDN,NL,14,10,28,28,9,1,0,551,181,73,18,44,74,0.262,3.58,4,2,3,1,756,0,78,13,4,17 +easteja01,1983,1,ML4,AL,0,1,12,0,0,0,1,35,14,5,0,10,6,0.350,3.86,1,0,2,0,56,5,7,3,1,3 +easteja01,1983,2,CLE,AL,4,2,41,0,0,0,3,171,69,23,4,22,39,0.309,3.63,4,1,2,0,250,20,25,2,1,12 +eckerde01,1983,1,BOS,AL,9,13,28,28,2,0,0,529,223,110,27,39,77,0.303,5.61,4,1,6,0,787,0,119,1,5,5 +eicheju01,1983,1,CLE,AL,4,11,28,15,2,0,0,402,132,73,10,59,56,0.259,4.90,3,9,2,0,577,5,80,2,4,16 +erickro01,1983,1,NYA,AL,0,1,5,0,0,0,0,50,13,8,1,8,7,0.213,4.32,1,2,0,0,69,2,8,0,0,1 +falcope01,1983,1,ATL,NL,9,4,33,15,2,0,0,320,102,43,14,60,59,0.256,3.63,2,5,1,0,467,6,47,4,4,8 +farmeed01,1983,1,PHI,NL,0,6,12,3,0,0,0,80,35,18,2,20,16,0.307,6.08,8,3,1,0,137,3,22,1,1,0 +farmeed01,1983,2,OAK,AL,0,0,5,1,0,0,0,31,15,4,1,0,7,0.366,3.48,0,0,0,0,42,1,4,0,1,2 +fernasi01,1983,1,LAN,NL,0,1,2,1,0,0,0,18,7,4,0,7,9,0.280,6.00,0,0,1,0,33,0,4,0,0,0 +filsope01,1983,1,MIN,AL,4,1,26,8,0,0,1,270,87,34,9,29,49,0.252,3.40,0,1,1,2,378,10,34,1,2,7 +fireost01,1983,1,SDN,NL,0,0,3,0,0,0,0,15,4,1,0,2,1,0.235,1.80,0,1,0,0,20,1,2,1,0,0 +flanami01,1983,1,BAL,AL,12,4,20,20,3,1,0,376,135,46,10,31,50,0.278,3.30,2,1,2,0,528,0,53,4,6,16 +fontera01,1983,1,NYA,AL,8,2,15,15,3,1,0,292,101,36,3,25,27,0.266,3.33,0,0,1,0,408,0,41,2,1,12 +forscbo01,1983,1,SLN,NL,10,12,34,30,6,2,0,561,190,89,23,54,56,0.266,4.28,2,4,3,1,790,3,104,11,8,12 +forscke01,1983,1,CAL,AL,11,12,31,31,11,1,0,658,226,99,21,61,81,0.266,4.06,6,6,4,0,921,0,107,4,3,23 +forstte01,1983,1,ATL,NL,3,2,56,0,0,0,13,238,60,19,3,31,54,0.217,2.16,9,2,2,0,316,29,19,7,0,9 +frazige01,1983,1,NYA,AL,4,4,61,0,0,0,8,346,94,44,5,45,78,0.227,3.43,4,5,3,0,479,30,44,6,10,18 +frymawo01,1983,1,MON,NL,0,3,6,0,0,0,0,9,8,7,1,1,1,0.571,21.00,0,0,0,0,16,1,7,1,0,0 +gaffbr01,1983,1,NYN,NL,1,0,4,0,0,0,0,31,18,7,0,1,4,0.360,6.10,1,1,0,0,53,2,9,1,1,1 +galeri01,1983,1,CIN,NL,4,6,33,7,0,0,1,269,103,58,8,43,53,0.286,5.82,8,3,1,1,408,6,64,2,2,4 +garbege01,1983,1,ATL,NL,4,5,43,0,0,0,9,182,72,31,8,23,45,0.300,4.60,7,2,2,1,277,29,37,6,6,4 +garresc01,1983,1,SFN,NL,2,2,5,5,1,1,0,107,33,10,4,19,16,0.254,2.52,4,4,2,1,154,0,11,3,0,3 +geiseda01,1983,1,TOR,AL,0,3,47,0,0,0,5,157,47,27,4,31,50,0.240,4.64,5,2,2,1,230,16,28,1,0,3 +ghelfto01,1983,1,PHI,NL,1,1,3,3,0,0,0,43,15,5,2,6,14,0.268,3.14,0,0,0,1,62,0,5,0,0,0 +gibsobo02,1983,1,ML4,AL,3,4,27,7,0,0,2,242,71,35,6,46,46,0.237,3.90,2,5,1,1,357,16,40,4,6,5 +glynned01,1983,1,CLE,AL,0,2,11,0,0,0,0,37,22,8,2,6,13,0.373,5.84,0,4,0,0,66,5,11,0,1,0 +goltzda01,1983,1,CAL,AL,0,6,15,6,0,0,0,191,81,44,10,37,27,0.315,6.22,2,1,1,1,301,2,48,3,3,11 +gormato03,1983,1,NYN,NL,1,4,25,4,0,0,0,148,45,27,3,15,30,0.245,4.93,4,2,0,1,204,9,29,3,2,2 +gossari01,1983,1,NYA,AL,13,5,57,0,0,0,22,262,82,22,5,25,90,0.248,2.27,5,0,1,0,367,47,27,5,6,5 +gottji01,1983,1,TOR,AL,9,14,34,30,6,1,0,530,195,93,15,68,121,0.280,4.74,5,2,5,0,776,2,103,4,3,16 +graperi01,1983,1,MON,NL,0,1,1,0,0,0,0,12,4,4,2,1,3,0.267,9.00,0,0,0,0,16,0,4,0,0,0 +grosske01,1983,1,PHI,NL,4,6,17,17,1,1,0,288,100,38,13,35,66,0.265,3.56,3,4,3,1,418,0,46,2,1,11 +grosswa01,1983,1,OAK,AL,0,0,1,0,0,0,0,7,2,0,0,1,0,0.222,0.00,0,0,1,0,11,1,0,0,0,0 +guantce01,1983,1,PIT,NL,2,6,49,0,0,0,9,301,90,37,5,46,82,0.241,3.32,6,3,2,0,431,19,45,7,2,6 +guidrro01,1983,1,NYA,AL,21,9,31,31,21,3,0,751,232,95,26,60,156,0.244,3.42,3,4,2,2,1024,0,99,4,9,18 +gullibi01,1983,1,MON,NL,17,12,34,34,10,1,0,727,230,101,19,59,120,0.251,3.75,4,4,4,1,990,0,108,4,7,11 +gumpeda01,1983,1,DET,AL,0,2,26,0,0,0,2,133,43,13,1,7,14,0.257,2.64,3,2,0,0,179,17,16,1,4,6 +gurala01,1983,1,KCA,AL,11,18,34,31,5,0,0,601,220,109,23,76,57,0.284,4.90,6,0,8,0,881,1,119,5,17,24 +haasmo01,1983,1,ML4,AL,13,3,25,25,7,3,0,537,170,65,12,42,75,0.251,3.27,5,2,1,0,729,0,66,4,6,19 +hagenke01,1983,1,SLN,NL,2,2,9,4,0,0,0,67,34,12,0,7,7,0.366,4.84,0,2,0,0,103,1,15,2,0,4 +hammaat01,1983,1,SFN,NL,10,9,23,23,8,3,0,517,147,43,9,32,127,0.228,2.25,12,6,3,2,695,0,57,10,4,12 +hargeal01,1983,1,CHN,NL,0,0,5,0,0,0,0,12,6,4,0,2,5,0.375,9.00,0,0,0,0,19,2,4,1,0,0 +harrigr01,1983,1,CIN,NL,0,0,1,0,0,0,0,3,2,3,0,3,1,0.500,27.00,2,0,1,0,9,0,3,1,0,0 +hasslan01,1983,1,CAL,AL,0,5,42,0,0,0,4,109,42,22,2,17,20,0.302,5.45,8,5,0,0,160,19,22,4,0,5 +havenbr01,1983,1,MIN,AL,5,8,16,14,1,0,0,241,110,73,11,38,40,0.333,8.18,3,6,0,0,378,0,75,1,9,4 +hawkian01,1983,1,SDN,NL,5,7,21,19,4,1,0,359,106,39,8,48,59,0.244,2.93,4,4,5,1,501,1,50,10,4,11 +hayesbe01,1983,1,CIN,NL,4,6,60,0,0,0,7,208,82,50,8,37,44,0.301,6.49,6,1,1,1,318,34,53,3,5,5 +heathje02,1983,1,HOU,NL,2,1,6,3,0,0,1,84,19,10,1,4,12,0.181,3.21,0,0,1,1,111,2,14,0,1,0 +heatone01,1983,1,CLE,AL,11,7,39,16,4,3,7,448,157,69,11,44,75,0.269,4.16,10,1,1,0,637,19,79,3,5,13 +heimugo01,1983,1,OAK,AL,3,5,16,14,2,1,0,251,93,41,8,29,31,0.286,4.41,2,3,1,0,362,2,43,6,1,6 +henketo01,1983,1,TEX,AL,1,0,8,0,0,0,1,48,16,6,1,4,17,0.262,3.38,0,0,0,0,65,5,6,0,0,0 +hernawi01,1983,1,CHN,NL,1,0,11,1,0,0,1,59,16,7,0,6,18,0.222,3.20,1,0,0,0,80,4,8,2,0,1 +hernawi01,1983,2,PHI,NL,8,4,63,0,0,0,7,287,93,35,9,26,75,0.254,3.29,7,5,1,0,398,27,39,5,0,5 +hershor01,1983,1,LAN,NL,0,0,8,0,0,0,1,24,7,3,1,6,5,0.241,3.38,0,1,0,0,37,4,6,1,0,1 +hickeke01,1983,1,CHA,AL,1,2,23,0,0,0,5,62,23,12,5,11,8,0.264,5.23,2,1,0,0,98,13,14,0,0,1 +hoffmgu01,1983,1,CHA,AL,1,0,11,0,0,0,0,18,14,5,1,2,2,0.483,7.50,0,0,0,0,32,4,5,0,1,3 +hollaal01,1983,1,PHI,NL,8,4,68,0,0,0,25,275,63,23,8,30,100,0.188,2.26,12,0,0,0,371,53,26,5,1,0 +holmasc01,1983,1,NYN,NL,1,7,35,10,0,0,0,303,90,42,7,52,44,0.242,3.74,8,3,1,1,439,10,48,9,5,8 +honeyri01,1983,1,TEX,AL,14,8,25,25,5,2,0,524,168,47,9,37,56,0.262,2.42,2,1,6,2,693,0,59,3,6,30 +honeyri01,1983,2,LAN,NL,2,3,9,7,1,0,0,117,46,25,6,13,18,0.297,5.77,4,0,2,1,172,0,26,2,0,2 +hooddo01,1983,1,KCA,AL,2,3,27,0,0,0,0,143,48,12,5,14,17,0.273,2.27,2,3,2,0,199,15,20,4,3,8 +hootobu01,1983,1,LAN,NL,9,8,33,27,2,0,0,480,156,75,21,59,87,0.254,4.22,4,3,2,0,684,0,86,3,6,7 +houghch01,1983,1,TEX,AL,15,13,34,33,11,3,0,756,219,89,22,95,152,0.238,3.18,0,6,3,1,1030,1,96,5,5,22 +howelja01,1983,1,NYA,AL,1,5,19,12,2,0,0,246,89,49,7,35,61,0.275,5.38,0,2,3,1,368,3,53,1,5,5 +howest01,1983,1,LAN,NL,4,7,46,0,0,0,18,206,55,11,2,12,52,0.218,1.44,7,3,1,0,274,33,15,5,3,4 +hoytla01,1983,1,CHA,AL,24,10,36,36,11,1,0,782,236,106,27,31,148,0.238,3.66,4,1,1,1,1034,0,115,4,8,22 +hudsoch02,1983,1,PHI,NL,8,8,26,26,3,0,0,508,158,63,13,53,101,0.248,3.35,6,4,0,3,701,0,73,6,4,8 +huismma01,1983,1,KCA,AL,2,1,13,0,0,0,0,92,29,19,1,17,20,0.250,5.58,3,4,0,1,135,5,20,1,1,1 +humeto01,1983,1,CIN,NL,3,5,48,0,0,0,9,198,66,35,8,41,34,0.264,4.77,11,1,3,0,301,33,40,3,4,6 +hurstbr01,1983,1,BOS,AL,12,12,33,32,6,2,0,634,241,96,22,62,115,0.290,4.09,5,1,3,2,903,0,102,3,4,29 +jacksda02,1983,1,KCA,AL,1,1,4,3,0,0,0,57,26,11,1,6,9,0.325,5.21,0,0,0,0,87,0,12,1,0,2 +jacksro03,1983,1,TOR,AL,8,3,49,0,0,0,7,276,92,46,6,41,48,0.267,4.50,2,0,3,0,402,19,48,7,7,11 +jamesbo01,1983,1,DET,AL,0,0,4,0,0,0,0,12,5,5,2,3,4,0.313,11.25,0,0,0,0,19,3,5,0,0,1 +jamesbo01,1983,2,MON,NL,1,0,27,0,0,0,7,150,37,16,3,23,56,0.210,2.88,2,2,3,1,208,16,17,6,0,3 +jeffcmi01,1983,1,CLE,AL,1,3,11,2,0,0,0,98,32,12,1,13,9,0.256,3.31,1,1,1,1,140,1,13,1,0,3 +jenkife01,1983,1,CHN,NL,6,9,33,29,1,1,0,502,176,80,19,46,96,0.275,4.30,5,2,6,3,705,1,89,7,5,18 +johnsbi04,1983,1,CHN,NL,1,0,10,0,0,0,0,37,17,6,0,3,4,0.347,4.38,1,0,0,1,55,2,6,2,1,2 +johnsjo04,1983,1,BOS,AL,3,2,34,1,0,0,1,160,58,22,3,20,51,0.283,3.71,4,1,1,0,234,19,28,3,5,2 +johnto01,1983,1,CAL,AL,11,13,34,34,9,0,0,704,287,113,20,49,65,0.304,4.33,5,11,2,0,1010,0,126,8,7,32 +jonesal02,1983,1,CHA,AL,0,0,2,0,0,0,0,7,3,1,0,2,2,0.375,3.86,0,0,0,0,10,1,1,0,0,1 +jonesje01,1983,1,OAK,AL,1,1,13,1,0,0,0,89,43,19,7,8,14,0.339,5.76,1,0,2,0,138,5,19,1,0,4 +jonesod01,1983,1,TEX,AL,3,6,42,0,0,0,10,201,56,23,4,22,50,0.223,3.09,1,1,2,0,281,33,28,4,2,1 +kaatji01,1983,1,SLN,NL,0,0,24,0,0,0,0,104,48,15,5,10,19,0.327,3.89,3,0,0,0,162,9,19,4,1,6 +kaufmcu01,1983,1,NYA,AL,0,0,4,0,0,0,0,26,10,3,0,4,8,0.303,3.12,0,0,0,0,39,1,3,0,2,1 +keeneje01,1983,1,SLN,NL,0,0,4,0,0,0,0,13,6,4,0,1,4,0.333,8.31,0,0,1,1,21,2,4,0,1,0 +keougma02,1983,1,OAK,AL,2,3,14,4,0,0,0,132,50,27,7,31,28,0.284,5.52,1,2,0,1,210,3,29,1,2,2 +keougma02,1983,2,NYA,AL,3,4,12,12,0,0,0,167,59,32,12,20,26,0.266,5.17,0,1,2,0,246,0,42,1,1,3 +kernji01,1983,1,CHA,AL,0,0,1,0,0,0,0,2,1,0,0,0,0,0.333,0.00,0,1,0,0,3,0,1,0,0,0 +kingmbr01,1983,1,SFN,NL,0,0,3,0,0,0,0,14,10,4,0,1,1,0.417,7.71,0,0,0,0,25,2,6,0,0,0 +kisonbr01,1983,1,CAL,AL,11,5,26,17,4,1,2,380,128,57,13,43,83,0.264,4.05,4,0,4,0,540,5,59,7,2,10 +kneppbo01,1983,1,HOU,NL,6,13,35,29,4,3,0,609,202,72,12,71,125,0.261,3.19,3,3,4,2,867,2,93,9,8,22 +koosmje01,1983,1,CHA,AL,11,7,37,24,2,1,2,509,176,90,19,53,90,0.266,4.77,2,5,6,0,730,6,96,5,5,8 +kruegbi01,1983,1,OAK,AL,7,6,17,16,2,0,0,329,104,44,7,53,58,0.252,3.61,1,1,2,1,473,0,54,0,5,14 +krukomi01,1983,1,SFN,NL,11,11,31,31,2,1,0,553,189,81,17,76,136,0.261,3.95,8,8,3,1,816,0,95,9,3,4 +laceybo01,1983,1,CAL,AL,1,2,8,0,0,0,0,26,12,5,1,0,7,0.343,5.19,0,0,0,0,35,4,5,0,0,1 +lachoal01,1983,1,TEX,AL,0,1,2,1,0,0,0,24,9,2,0,2,8,0.281,2.25,0,1,0,0,34,0,2,0,0,0 +lacorfr01,1983,1,HOU,NL,4,4,37,0,0,0,3,160,35,30,8,28,48,0.190,5.06,3,5,2,0,220,19,32,5,1,1 +lacosmi01,1983,1,HOU,NL,5,7,38,17,2,0,1,414,142,68,10,56,53,0.274,4.43,11,9,2,1,590,6,81,6,6,24 +laddpe01,1983,1,ML4,AL,3,4,44,0,0,0,25,148,30,14,3,16,41,0.172,2.55,2,3,1,0,194,40,17,0,3,3 +lahtije01,1983,1,SLN,NL,3,3,53,0,0,0,0,222,64,26,2,29,26,0.240,3.16,12,3,1,2,305,13,31,6,2,12 +lampde01,1983,1,CHA,AL,7,7,49,5,1,0,15,349,123,48,6,29,44,0.275,3.71,7,0,4,0,483,31,52,2,1,17 +langfri01,1983,1,OAK,AL,0,4,7,7,0,0,0,60,43,27,4,10,2,0.448,12.15,1,0,2,0,112,0,28,1,3,4 +lapoida01,1983,1,SLN,NL,12,9,37,29,1,0,0,574,191,84,12,84,113,0.267,3.95,7,11,4,4,832,1,92,17,11,17 +larkipa01,1983,1,SFN,NL,0,0,5,0,0,0,0,31,13,5,1,3,6,0.317,4.35,1,0,2,2,48,4,6,1,1,1 +larocda01,1983,1,NYA,AL,0,0,1,0,0,0,0,3,2,2,1,0,0,0.400,18.00,0,0,0,0,5,1,2,0,0,0 +laskebi01,1983,1,SFN,NL,13,10,25,25,1,0,0,445,151,69,18,45,81,0.266,4.19,4,0,3,1,627,0,75,7,4,8 +lavelga01,1983,1,SFN,NL,7,4,56,0,0,0,20,261,73,25,4,19,68,0.230,2.59,8,3,0,1,349,38,33,8,3,4 +leach01,1983,1,MON,NL,16,11,33,33,8,4,0,666,195,77,15,84,137,0.238,3.12,4,8,1,3,917,0,87,4,8,11 +leallu01,1983,1,TOR,AL,13,12,35,35,7,1,0,652,216,104,23,65,116,0.257,4.31,5,2,6,2,918,0,113,3,5,14 +learyti01,1983,1,NYN,NL,1,1,2,2,1,0,0,32,15,4,0,4,9,0.319,3.38,0,0,0,1,53,0,10,1,1,0 +leffecr01,1983,1,CHN,NL,3,4,56,5,0,0,1,267,80,31,13,29,60,0.243,3.13,3,2,2,0,367,10,35,7,0,1 +leonade01,1983,1,KCA,AL,6,3,10,10,1,0,0,189,69,26,3,19,31,0.277,3.71,1,1,0,0,270,0,29,0,2,8 +lerchra01,1983,1,MON,NL,1,3,19,5,0,0,0,116,45,29,6,18,24,0.292,6.75,2,1,1,0,176,1,29,2,1,2 +lerchra01,1983,2,SFN,NL,1,0,7,0,0,0,0,32,9,4,1,8,6,0.231,3.38,1,0,0,0,48,1,4,0,1,0 +leslebr01,1983,1,CIN,NL,0,0,5,0,0,0,0,25,9,2,1,0,5,0.290,2.16,0,0,0,0,32,5,2,0,1,1 +lewisji01,1983,1,MIN,AL,0,0,6,0,0,0,0,54,24,13,5,7,8,0.324,6.50,0,0,1,0,82,0,13,0,0,0 +lollati01,1983,1,SDN,NL,7,12,30,30,1,0,0,527,170,90,22,85,135,0.258,4.61,1,5,4,1,758,0,98,9,2,13 +lopezau01,1983,1,DET,AL,9,8,57,0,0,0,18,346,87,36,12,49,90,0.210,2.81,7,7,1,1,473,46,36,4,5,5 +lucasga01,1983,1,SDN,NL,5,8,62,0,0,0,17,273,85,29,9,34,60,0.245,2.87,11,1,0,0,391,41,38,7,3,8 +lynched01,1983,1,NYN,NL,10,10,30,27,1,0,0,524,208,83,17,41,44,0.302,4.28,10,3,3,2,749,1,94,9,7,18 +lysanri01,1983,1,MIN,AL,5,12,61,4,1,1,3,375,132,47,8,43,58,0.276,3.38,12,6,2,1,543,19,63,10,8,11 +maddemi01,1983,1,HOU,NL,9,5,28,13,0,0,0,284,76,33,4,45,44,0.231,3.14,3,2,1,3,387,7,37,9,3,17 +mahleri01,1983,1,ATL,NL,0,0,10,0,0,0,0,43,16,8,0,9,7,0.296,5.02,1,0,0,0,66,1,8,1,2,3 +martide01,1983,1,BAL,AL,7,16,32,25,4,0,0,459,209,94,21,45,71,0.330,5.53,0,2,2,0,688,3,108,3,5,25 +martijo05,1983,1,SLN,NL,3,1,26,5,0,0,0,199,60,26,6,26,29,0.242,3.53,4,3,2,0,284,8,31,5,3,5 +martijo05,1983,2,DET,AL,0,0,15,0,0,0,1,40,15,11,2,4,11,0.294,7.43,1,0,0,0,56,5,11,0,1,1 +martire01,1983,1,SFN,NL,2,4,37,6,0,0,1,283,95,44,11,51,43,0.269,4.20,9,2,3,2,414,6,50,3,3,6 +martiti01,1983,1,BAL,AL,9,3,65,0,0,0,21,310,76,27,10,37,81,0.211,2.35,3,6,0,0,406,51,30,3,5,9 +martzra01,1983,1,CHA,AL,0,0,1,1,0,0,0,15,4,2,0,4,1,0.211,3.60,0,0,0,0,23,0,2,0,0,0 +masonmi01,1983,1,TEX,AL,0,2,5,0,0,0,0,32,10,7,0,6,9,0.244,5.91,0,0,1,0,50,2,7,2,0,1 +matlajo01,1983,1,TEX,AL,2,4,25,9,2,0,0,220,90,38,7,27,38,0.307,4.66,1,4,3,0,330,7,43,2,5,8 +mayru01,1983,1,NYA,AL,1,5,15,0,0,0,0,55,22,14,1,12,16,0.293,6.87,1,2,1,0,90,4,15,2,0,1 +mccatst01,1983,1,OAK,AL,6,9,38,24,3,2,5,501,156,74,16,82,65,0.247,3.99,4,5,1,0,725,11,79,4,6,8 +mcclubo01,1983,1,ML4,AL,9,9,24,23,4,0,0,426,152,71,11,68,68,0.277,4.50,1,4,5,6,625,0,75,0,4,16 +mcgafan01,1983,1,SFN,NL,3,9,43,16,0,0,2,403,131,64,17,39,93,0.255,4.29,5,8,1,7,560,11,67,5,2,9 +mcgratu01,1983,1,PHI,NL,2,1,34,1,0,0,0,167,58,22,4,19,30,0.271,3.56,4,0,0,0,236,9,24,0,3,7 +mcgresc01,1983,1,BAL,AL,18,7,36,36,12,2,0,780,271,92,24,45,86,0.269,3.18,2,0,1,0,1072,0,101,8,10,23 +mclauby01,1983,1,CAL,AL,2,4,16,7,0,0,0,167,63,32,3,22,45,0.286,5.17,3,0,2,0,250,2,32,2,4,1 +mclaujo01,1983,1,TOR,AL,7,4,50,0,0,0,9,194,63,32,11,37,47,0.259,4.45,7,3,0,0,285,31,33,2,3,6 +mcmurcr01,1983,1,ATL,NL,15,9,36,35,6,3,0,674,204,77,13,88,105,0.243,3.08,1,1,1,2,943,0,86,9,5,21 +mcwilla01,1983,1,PIT,NL,15,8,35,35,8,4,0,714,205,86,19,87,199,0.230,3.25,7,9,3,4,1002,0,99,13,6,14 +mintogr01,1983,1,SFN,NL,7,11,73,0,0,0,22,320,117,42,6,47,38,0.283,3.54,13,5,0,0,476,52,51,10,5,16 +mirabpa01,1983,1,BAL,AL,0,0,3,2,0,0,0,29,9,6,1,7,4,0.243,5.59,0,0,0,0,45,1,6,1,0,0 +moffira01,1983,1,TOR,AL,6,2,45,0,0,0,10,172,52,24,5,24,38,0.243,3.77,6,0,1,0,247,33,27,5,3,4 +mongesi01,1983,1,PHI,NL,3,0,14,0,0,0,0,35,20,9,4,6,7,0.377,6.94,1,0,0,0,61,4,10,1,1,0 +mongesi01,1983,2,SDN,NL,7,3,47,0,0,0,7,206,65,24,4,31,32,0.257,3.15,6,3,1,1,293,28,24,6,2,2 +montejo01,1983,1,SDN,NL,9,4,31,10,1,0,4,286,94,35,6,32,52,0.265,3.30,6,1,1,1,398,9,38,9,1,8 +montejo01,1983,2,NYA,AL,5,0,6,6,0,0,0,114,39,14,3,10,15,0.271,3.32,0,0,1,0,157,0,14,0,2,3 +mooredo01,1983,1,ATL,NL,2,3,43,0,0,0,6,206,72,28,6,10,41,0.279,3.67,3,0,0,1,276,16,30,3,5,8 +mooremi01,1983,1,SEA,AL,6,8,22,21,3,2,0,384,130,67,10,60,108,0.267,4.71,4,7,3,0,556,1,75,1,6,9 +morgami01,1983,1,TOR,AL,0,3,16,4,0,0,0,136,48,26,6,21,22,0.273,5.16,0,3,0,0,198,2,26,0,1,5 +morogda01,1983,1,BAL,AL,0,1,22,0,0,0,1,113,39,10,1,10,15,0.265,2.39,3,1,1,0,160,8,10,1,1,2 +morrija02,1983,1,DET,AL,20,13,37,37,20,1,0,881,257,109,30,83,232,0.233,3.34,5,18,3,0,1204,0,117,8,9,14 +moskapa01,1983,1,CHN,NL,3,2,8,8,0,0,0,96,44,24,7,14,16,0.331,6.75,1,2,0,0,149,0,25,2,0,3 +murast01,1983,1,CHA,AL,0,0,6,0,0,0,0,37,13,6,1,6,4,0.260,4.38,0,5,0,0,57,3,11,0,1,2 +murrada01,1983,1,NYA,AL,2,4,40,0,0,0,1,283,113,47,5,22,45,0.297,4.48,4,4,1,1,415,21,56,6,6,9 +nelsoge01,1983,1,SEA,AL,0,3,10,5,1,0,0,96,38,28,6,21,11,0.295,7.88,2,1,1,0,153,2,29,2,0,3 +niedeto01,1983,1,LAN,NL,8,3,66,0,0,0,11,284,55,20,6,29,66,0.170,1.90,11,1,1,0,366,38,22,7,5,7 +niekrjo01,1983,1,HOU,NL,15,14,38,38,9,1,0,791,238,102,15,101,152,0.241,3.48,5,14,3,1,1113,0,115,13,9,15 +niekrph01,1983,1,ATL,NL,11,10,34,33,2,0,0,605,212,89,18,105,128,0.276,3.97,3,6,2,3,888,0,94,7,5,20 +niemara01,1983,1,PIT,NL,0,1,8,1,0,0,0,41,20,14,2,7,8,0.357,9.22,1,3,1,0,66,4,14,1,1,3 +nippeal01,1983,1,BOS,AL,1,1,3,2,1,0,0,48,17,4,0,7,5,0.293,2.25,0,0,1,0,67,1,4,0,1,3 +nolesdi01,1983,1,CHN,NL,5,10,24,18,1,1,0,349,133,61,9,37,59,0.287,4.72,3,3,1,1,506,2,69,2,2,11 +norrimi01,1983,1,OAK,AL,4,5,16,16,2,0,0,266,68,37,11,36,63,0.213,3.76,0,1,3,1,365,0,42,5,2,10 +nunezed01,1983,1,SEA,AL,0,4,14,5,0,0,0,111,40,18,3,22,35,0.278,4.38,1,0,3,2,170,4,21,1,0,4 +oconnja02,1983,1,MIN,AL,2,3,27,8,0,0,0,249,107,54,13,36,56,0.315,5.86,1,3,0,0,383,9,59,3,4,5 +oelkebr01,1983,1,MIN,AL,0,5,10,8,0,0,0,103,56,33,7,17,13,0.376,8.65,0,0,0,0,167,1,34,0,1,5 +ojedabo01,1983,1,BOS,AL,12,7,29,28,5,0,0,521,173,78,15,73,94,0.265,4.04,2,2,3,0,746,0,85,6,11,13 +oroscje01,1983,1,NYN,NL,13,7,62,0,0,0,17,330,76,18,3,38,84,0.197,1.47,7,1,1,2,432,42,27,4,3,7 +owchibo01,1983,1,PIT,NL,0,0,1,0,0,0,0,0,2,1,1,0,0,1.000,,0,0,0,0,2,0,1,0,0,0 +ownberi01,1983,1,NYN,NL,1,3,10,4,0,0,0,104,31,18,4,21,19,0.240,4.67,0,1,1,2,152,3,19,1,0,3 +palmeji01,1983,1,BAL,AL,5,4,14,11,0,0,0,230,86,36,11,19,34,0.281,4.23,0,1,0,1,332,1,42,4,3,7 +pashnla01,1983,1,DET,AL,1,3,12,6,0,0,0,113,48,22,5,18,17,0.308,5.26,1,0,3,0,181,4,27,1,3,1 +pastofr01,1983,1,CIN,NL,9,12,36,29,4,1,0,553,207,100,20,64,93,0.290,4.88,3,6,1,3,791,2,104,6,6,12 +pattere01,1983,1,CHN,NL,1,2,5,2,0,0,0,56,17,10,3,6,10,0.246,4.82,0,1,2,0,78,0,12,0,1,4 +penaal01,1983,1,LAN,NL,12,9,34,26,4,3,1,531,152,54,7,51,120,0.229,2.75,7,2,1,1,730,4,67,8,5,12 +perezpa01,1983,1,ATL,NL,15,8,33,33,7,1,0,646,213,82,20,51,144,0.261,3.43,5,7,4,0,889,0,88,12,4,24 +perryga01,1983,1,SEA,AL,3,10,16,16,2,0,0,306,116,56,18,23,42,0.286,4.94,3,1,3,0,437,0,60,3,3,12 +perryga01,1983,2,KCA,AL,4,4,14,14,1,1,0,253,98,40,6,26,40,0.292,4.27,1,4,1,0,374,0,48,8,3,10 +petryda01,1983,1,DET,AL,19,11,38,38,9,2,0,799,256,116,37,99,122,0.256,3.92,7,12,6,0,1115,0,126,5,5,36 +pettija01,1983,1,MIN,AL,0,4,4,4,1,0,0,81,28,16,8,8,10,0.280,5.33,0,0,2,1,111,0,16,1,0,2 +portech01,1983,1,ML4,AL,7,9,25,21,6,1,0,402,162,67,9,38,76,0.298,4.50,2,0,2,0,595,1,72,4,7,8 +powerte01,1983,1,CIN,NL,5,6,49,6,1,0,2,333,120,56,10,49,57,0.286,4.54,3,1,1,0,480,14,62,4,6,8 +pricejo02,1983,1,CIN,NL,10,6,21,21,5,0,0,432,118,46,12,46,83,0.225,2.88,2,0,0,0,581,0,46,6,4,8 +prolymi01,1983,1,CHN,NL,1,5,60,0,0,0,1,249,79,33,5,38,31,0.259,3.58,13,2,1,1,351,8,35,3,4,12 +puleoch01,1983,1,CIN,NL,6,12,27,24,0,0,0,431,145,78,18,91,71,0.269,4.89,9,4,5,1,649,0,86,7,6,8 +pulidal01,1983,1,PIT,NL,0,0,1,1,0,0,0,6,4,2,2,1,1,0.400,9.00,0,0,0,0,11,0,3,0,0,0 +quiseda01,1983,1,KCA,AL,5,3,69,0,0,0,45,417,118,30,6,11,48,0.229,1.94,2,0,0,0,536,62,35,6,4,19 +rainech01,1983,1,CHN,NL,14,13,34,34,1,1,0,573,219,95,17,74,84,0.295,4.48,3,7,3,1,836,0,109,10,7,23 +ramiral01,1983,1,BAL,AL,4,4,11,10,1,0,0,171,46,22,6,30,20,0.229,3.47,1,1,0,0,233,0,22,1,1,3 +rasmude01,1983,1,SDN,NL,0,0,4,1,0,0,0,41,10,3,1,8,13,0.200,1.98,0,1,0,0,58,1,5,0,0,1 +rasmuer01,1983,1,SLN,NL,0,0,6,0,0,0,1,23,16,10,1,4,6,0.444,11.74,2,2,0,0,40,5,11,0,0,1 +rasmuer01,1983,2,KCA,AL,3,6,11,9,2,1,0,158,61,28,4,22,18,0.289,4.78,0,0,0,0,236,1,28,2,1,5 +rawlesh01,1983,1,NYA,AL,14,14,34,33,13,2,1,715,246,100,19,79,124,0.269,3.78,1,5,3,1,1010,1,111,7,6,22 +reardje01,1983,1,MON,NL,7,9,66,0,0,0,21,276,87,31,7,44,78,0.250,3.03,9,2,1,0,403,53,34,8,2,3 +reedje01,1983,1,CLE,AL,0,0,7,0,0,0,0,64,26,17,4,9,11,0.310,7.17,1,0,0,0,95,1,19,1,1,3 +reedro01,1983,1,PHI,NL,9,1,61,0,0,0,8,287,89,37,5,34,73,0.248,3.48,14,2,1,0,403,31,42,6,3,4 +renkost01,1983,1,KCA,AL,6,11,25,17,1,0,1,364,144,58,9,36,54,0.293,4.30,1,4,0,0,536,2,63,4,4,7 +reuscri01,1983,1,CHN,NL,1,1,4,4,0,0,0,62,18,9,1,10,9,0.234,3.92,2,0,0,0,88,0,9,0,1,1 +reussje01,1983,1,LAN,NL,12,11,32,31,7,0,0,670,233,73,12,50,143,0.271,2.94,5,3,2,2,935,0,94,18,6,23 +rhoderi01,1983,1,PIT,NL,13,13,36,35,7,2,1,733,256,84,13,68,153,0.276,3.09,15,6,2,5,1012,1,95,8,6,25 +righeda01,1983,1,NYA,AL,14,8,31,31,7,2,0,651,194,83,12,67,169,0.237,3.44,2,10,2,1,900,0,96,10,4,20 +robindo01,1983,1,PIT,NL,2,2,9,6,0,0,0,109,43,18,5,21,28,0.297,4.46,3,2,0,0,168,2,21,2,0,3 +rodasri01,1983,1,LAN,NL,0,0,7,0,0,0,0,14,4,1,0,3,5,0.222,1.93,1,5,0,1,21,1,1,0,0,1 +rogerst01,1983,1,MON,NL,17,12,36,36,13,5,0,819,258,98,14,78,146,0.252,3.23,12,6,5,0,1125,0,108,12,7,18 +rozemda01,1983,1,DET,AL,8,3,29,16,1,0,2,315,100,40,10,29,63,0.248,3.43,6,1,1,3,441,7,50,3,5,7 +ruckeda01,1983,1,DET,AL,1,2,4,3,0,0,0,27,18,17,2,8,6,0.419,17.00,0,0,1,0,52,0,17,0,0,1 +ruckeda01,1983,2,SLN,NL,5,3,34,0,0,0,0,111,36,10,1,18,22,0.263,2.43,0,1,1,0,158,9,14,2,0,4 +ruhleve01,1983,1,HOU,NL,8,5,41,9,0,0,3,344,107,47,13,36,43,0.249,3.69,7,1,3,0,480,11,49,6,6,7 +russeje01,1983,1,CIN,NL,4,5,10,10,2,0,0,205,58,23,7,22,40,0.233,3.03,3,1,0,1,282,0,30,6,5,5 +ruthvdi01,1983,1,PHI,NL,1,3,7,7,0,0,0,101,46,21,5,10,26,0.333,5.61,0,0,0,0,152,0,23,0,4,5 +ruthvdi01,1983,2,CHN,NL,12,9,25,25,5,2,0,448,156,68,17,28,73,0.269,4.10,3,1,3,0,623,0,78,8,3,12 +ryanno01,1983,1,HOU,NL,14,9,29,29,5,2,0,589,134,65,9,101,183,0.195,2.98,3,5,4,1,804,0,74,7,5,20 +sanchlu01,1983,1,CAL,AL,10,8,56,1,0,0,7,295,92,40,6,40,49,0.254,3.66,14,2,3,0,416,34,42,9,2,11 +sandesc01,1983,1,MON,NL,6,7,18,16,0,0,1,244,98,42,12,20,55,0.303,4.65,0,0,0,0,346,1,50,2,1,7 +sarmima01,1983,1,PIT,NL,3,5,52,0,0,0,4,253,74,28,8,36,49,0.243,2.99,8,0,0,1,356,17,35,10,6,8 +schatda01,1983,1,MON,NL,5,2,58,2,0,0,2,261,88,31,3,25,48,0.265,3.21,6,5,5,0,369,23,34,5,2,6 +scherbi01,1983,1,CIN,NL,2,3,73,0,0,0,10,276,73,28,6,33,57,0.225,2.74,4,0,0,0,371,32,31,7,6,12 +schmida01,1983,1,TEX,AL,3,3,31,0,0,0,2,139,42,20,3,14,29,0.241,3.88,1,2,1,0,191,20,20,1,1,4 +schroke01,1983,1,MIN,AL,15,8,33,28,6,1,0,589,196,81,14,80,80,0.266,3.71,3,2,9,1,843,2,92,7,9,18 +schuldo01,1983,1,CHN,NL,0,1,4,3,0,0,0,42,19,11,1,7,8,0.322,7.07,0,1,1,0,67,0,11,0,0,0 +scottmi03,1983,1,HOU,NL,10,6,24,24,2,2,0,435,143,60,8,46,73,0.258,3.72,0,4,5,4,612,0,67,1,5,13 +scurrro01,1983,1,PIT,NL,4,9,61,0,0,0,7,204,63,42,6,53,67,0.249,5.56,7,6,4,0,317,25,45,3,4,4 +seaveto01,1983,1,NYN,NL,9,14,34,34,5,2,0,693,201,91,18,86,135,0.235,3.55,5,10,4,0,962,0,104,9,7,14 +shirlbo01,1983,1,NYA,AL,5,8,25,17,1,1,0,324,122,61,10,36,53,0.293,5.08,3,1,0,1,467,3,71,9,6,11 +shower01,1983,1,SDN,NL,15,12,35,33,4,2,0,602,201,93,25,74,120,0.263,4.17,3,4,6,2,857,0,97,9,4,15 +simpsjo01,1983,1,KCA,AL,0,0,2,0,0,0,0,9,4,1,0,2,1,0.308,3.00,0,0,0,0,15,2,1,0,0,0 +siskdo01,1983,1,NYN,NL,5,4,67,0,0,0,11,313,88,26,1,59,33,0.235,2.24,7,5,4,1,447,39,38,6,4,22 +slatoji01,1983,1,ML4,AL,14,6,46,0,0,0,5,337,112,54,12,56,38,0.272,4.33,5,3,3,0,490,26,57,9,10,10 +smithbr01,1983,1,MON,NL,6,11,49,12,5,3,3,466,142,43,13,43,101,0.248,2.49,6,5,5,3,636,17,51,14,2,18 +smithda02,1983,1,HOU,NL,3,1,42,0,0,0,6,218,72,25,2,36,41,0.258,3.10,4,1,0,1,323,24,32,3,5,4 +smithle02,1983,1,CHN,NL,4,10,66,0,0,0,29,310,70,19,5,41,91,0.194,1.65,14,5,1,2,413,56,23,9,2,8 +smithma02,1983,1,OAK,AL,1,0,8,1,0,0,0,44,24,11,0,6,10,0.387,6.75,1,1,1,0,70,2,11,1,0,1 +smithmi03,1983,1,TEX,AL,10,14,33,33,10,0,0,670,233,97,14,71,135,0.269,3.91,2,8,8,2,960,0,102,6,8,18 +solanju01,1983,1,HOU,NL,0,2,4,0,0,0,0,18,5,4,1,4,3,0.217,6.00,1,1,0,0,27,0,5,0,0,0 +sorenla01,1983,1,CLE,AL,12,11,36,34,8,1,0,668,238,105,21,65,76,0.276,4.24,9,9,2,1,941,2,112,5,7,16 +sosael01,1983,1,SDN,NL,1,4,41,1,0,0,1,217,72,35,7,30,45,0.268,4.35,5,4,3,0,314,9,41,7,5,8 +sotoma01,1983,1,CIN,NL,17,13,34,34,18,3,0,821,207,82,28,95,242,0.208,2.70,6,2,5,2,1114,0,96,8,9,10 +spillda01,1983,1,CLE,AL,2,9,60,0,0,0,8,277,117,52,7,38,48,0.315,5.07,9,4,2,0,418,41,54,0,7,10 +splitpa01,1983,1,KCA,AL,13,8,27,27,4,0,0,468,159,63,9,52,61,0.262,3.63,2,3,1,0,667,0,77,3,5,21 +stanlbo01,1983,1,BOS,AL,8,10,64,0,0,0,33,436,145,46,7,38,65,0.266,2.85,12,4,3,0,602,53,56,11,4,21 +stantmi01,1983,1,SEA,AL,2,3,50,0,0,0,7,195,65,24,3,28,47,0.273,3.32,5,1,1,3,274,23,26,5,2,7 +steirri01,1983,1,CAL,AL,3,2,19,5,0,0,0,185,77,33,3,18,25,0.302,4.82,4,1,3,0,282,7,40,3,3,3 +stewada01,1983,1,LAN,NL,5,2,46,1,0,0,8,228,67,25,4,33,54,0.237,2.96,7,2,2,0,328,25,28,7,3,3 +stewada01,1983,2,TEX,AL,5,2,8,8,2,0,0,177,50,14,2,17,24,0.233,2.14,0,1,2,0,237,0,15,2,1,7 +stewasa01,1983,1,BAL,AL,9,4,58,1,0,0,7,433,138,58,7,67,95,0.253,3.62,4,9,1,0,623,21,60,6,3,14 +stiebda01,1983,1,TOR,AL,17,12,36,36,14,4,0,834,223,94,21,93,187,0.219,3.04,6,5,14,1,1141,0,105,6,9,16 +stoddbo01,1983,1,SEA,AL,9,17,35,23,2,1,0,527,182,86,29,58,87,0.274,4.41,0,5,4,4,739,4,95,9,3,15 +stoddti01,1983,1,BAL,AL,4,3,47,0,0,0,9,173,65,39,10,29,50,0.293,6.09,4,2,1,1,260,34,39,4,4,10 +stupejo01,1983,1,SLN,NL,12,11,40,30,6,1,1,594,202,81,15,71,81,0.265,3.68,3,8,2,2,845,6,95,5,4,24 +sutclri01,1983,1,CLE,AL,17,11,36,35,10,2,0,730,251,116,23,102,160,0.268,4.29,5,7,6,3,1061,0,131,8,9,13 +suttebr01,1983,1,SLN,NL,9,10,60,0,0,0,21,268,90,42,8,30,64,0.262,4.23,14,2,1,2,384,46,45,7,3,8 +suttodo01,1983,1,ML4,AL,8,13,31,31,4,0,0,661,209,100,21,54,134,0.246,4.08,2,2,5,0,925,0,109,8,7,7 +swaggbi01,1983,1,BAL,AL,1,1,7,2,0,0,0,65,23,7,1,6,7,0.267,2.91,0,0,0,0,92,3,8,0,0,1 +swancr01,1983,1,NYN,NL,2,8,27,18,0,0,1,289,112,59,14,42,43,0.299,5.51,3,1,0,1,424,4,63,3,4,13 +tananfr01,1983,1,TEX,AL,7,9,29,22,3,0,0,478,144,56,14,49,108,0.240,3.16,5,6,7,1,667,1,70,7,3,12 +tekulke01,1983,1,PIT,NL,7,5,76,0,0,0,18,297,78,18,1,36,52,0.223,1.64,12,1,0,0,398,56,27,9,4,15 +tellmto01,1983,1,ML4,AL,9,4,44,0,0,0,8,299,95,31,7,35,48,0.259,2.80,4,2,2,1,415,26,34,8,3,12 +terrewa01,1983,1,NYN,NL,8,8,21,20,4,2,0,401,123,53,7,55,59,0.251,3.57,7,5,2,0,561,1,57,9,5,14 +thomaro02,1983,1,SEA,AL,3,1,43,0,0,0,1,266,95,34,3,32,77,0.275,3.45,3,3,2,0,386,12,44,3,4,5 +thurmma01,1983,1,SDN,NL,7,3,21,18,2,0,0,346,104,34,7,33,49,0.248,2.65,2,0,2,1,466,2,40,9,3,13 +tidrodi01,1983,1,CHA,AL,2,4,50,1,0,0,7,275,86,43,13,34,66,0.243,4.22,8,1,1,0,397,27,50,4,3,6 +tobikda01,1983,1,TEX,AL,2,1,27,0,0,0,9,132,36,18,2,13,30,0.222,3.68,3,0,0,0,176,24,18,0,1,5 +tomlida01,1983,1,PIT,NL,0,0,5,0,0,0,0,12,6,3,0,1,5,0.316,6.75,0,0,0,0,20,0,4,0,0,0 +torremi01,1983,1,NYN,NL,10,17,39,34,5,0,0,667,227,108,16,113,94,0.271,4.37,11,7,1,1,972,4,120,15,4,17 +travebi01,1983,1,CAL,AL,0,3,10,7,0,0,0,128,58,28,4,19,24,0.331,5.91,1,4,2,0,201,2,32,2,3,4 +troutst01,1983,1,CHN,NL,10,14,34,32,1,0,0,540,217,93,13,59,80,0.305,4.65,5,7,2,2,789,0,105,11,6,21 +tudorjo01,1983,1,BOS,AL,13,12,34,34,7,2,0,726,236,110,32,81,136,0.255,4.09,3,8,4,2,1022,0,122,5,5,19 +tuftsbo01,1983,1,KCA,AL,0,0,6,0,0,0,0,20,16,6,1,5,3,0.444,8.10,0,1,1,0,42,3,8,0,0,1 +tunnele01,1983,1,PIT,NL,11,6,35,25,5,3,0,533,167,72,15,58,95,0.252,3.65,3,11,2,5,731,4,81,2,6,23 +ujdurje01,1983,1,DET,AL,0,4,11,6,0,0,0,102,41,27,6,20,13,0.293,7.15,1,2,1,0,161,4,33,0,0,3 +underpa01,1983,1,DET,AL,0,0,4,0,0,0,0,31,11,10,1,6,2,0.289,8.71,0,1,0,0,44,2,10,0,0,1 +underto01,1983,1,OAK,AL,9,7,51,15,0,0,4,434,156,65,13,50,62,0.277,4.04,4,7,2,0,627,15,69,1,10,20 +valenfe01,1983,1,LAN,NL,15,10,35,35,9,4,0,771,245,107,16,99,189,0.255,3.75,10,12,3,1,1094,0,122,27,5,19 +vandeed01,1983,1,SEA,AL,2,4,68,0,0,0,5,193,59,24,6,22,49,0.246,3.36,6,4,1,1,270,30,32,4,3,4 +violafr01,1983,1,MIN,AL,7,15,35,34,4,0,0,630,242,128,34,92,127,0.288,5.49,7,6,8,2,949,0,141,5,2,13 +vonohda01,1983,1,SLN,NL,3,2,46,0,0,0,2,205,71,25,3,25,21,0.280,3.29,8,1,3,0,290,17,27,3,5,10 +vuckope01,1983,1,ML4,AL,0,2,3,3,0,0,0,44,15,8,0,10,10,0.259,4.91,1,0,1,0,69,0,9,0,0,1 +waitsri01,1983,1,CLE,AL,0,1,8,0,0,0,0,59,23,10,1,9,13,0.307,4.58,2,1,0,0,91,3,13,3,4,1 +waitsri01,1983,2,ML4,AL,0,2,10,2,0,0,0,90,39,17,1,11,20,0.320,5.10,1,2,0,0,134,2,20,0,1,5 +walkbo01,1983,1,ATL,NL,0,0,1,1,0,0,0,11,7,3,0,2,4,0.412,7.36,0,0,0,0,20,0,3,1,0,0 +waltemi01,1983,1,MIN,AL,1,1,23,0,0,0,2,177,52,27,4,20,21,0.243,4.12,4,0,2,1,243,10,31,5,2,9 +warremi01,1983,1,OAK,AL,5,3,12,9,3,1,0,197,51,30,4,18,30,0.215,4.11,1,2,1,0,262,1,33,2,4,2 +welchbo01,1983,1,LAN,NL,15,12,31,31,4,3,0,612,164,60,13,72,156,0.222,2.65,4,4,3,6,828,0,73,8,7,12 +welchdo01,1983,1,BAL,AL,0,2,11,0,0,0,0,80,33,16,1,10,16,0.297,5.40,1,1,0,0,124,3,18,2,1,2 +welshch01,1983,1,SDN,NL,0,1,7,1,0,0,0,43,13,4,2,2,5,0.236,2.51,0,3,0,0,59,3,5,2,0,1 +welshch01,1983,2,MON,NL,0,1,16,5,0,0,0,134,46,25,5,18,17,0.267,5.04,1,2,4,0,195,3,30,0,1,7 +whitela01,1983,1,LAN,NL,0,0,4,0,0,0,0,21,4,1,0,3,5,0.174,1.29,0,0,0,0,26,2,1,0,0,0 +whitele01,1983,1,MIN,AL,7,1,60,0,0,0,2,221,70,34,6,44,44,0.261,4.15,11,6,2,0,324,27,34,6,4,7 +whitsed01,1983,1,SDN,NL,5,7,31,21,2,0,1,433,143,69,23,50,81,0.256,4.30,1,2,1,0,617,4,73,3,4,4 +wilcomi01,1983,1,DET,AL,11,10,26,26,9,2,0,558,164,82,19,74,101,0.237,3.97,6,10,4,2,775,0,89,2,3,14 +willial03,1983,1,MIN,AL,11,14,36,29,4,1,1,580,196,89,21,68,68,0.262,4.14,6,4,4,3,828,3,105,4,4,21 +willima03,1983,1,TOR,AL,1,1,4,3,0,0,0,24,13,13,5,7,5,0.361,14.63,0,0,1,0,45,1,13,0,1,0 +willsfr01,1983,1,KCA,AL,2,1,6,4,0,0,0,104,35,16,2,15,23,0.259,4.15,0,3,0,0,152,1,17,0,2,1 +winnji01,1983,1,PIT,NL,0,0,7,0,0,0,0,33,12,9,2,6,3,0.267,7.36,0,1,0,0,51,3,9,0,0,0 +wittmi01,1983,1,CAL,AL,7,14,43,19,2,0,5,462,173,84,14,75,77,0.293,4.91,7,8,6,0,683,15,90,5,7,20 +worthri01,1983,1,OAK,AL,0,0,1,0,0,0,0,0,3,1,0,1,0,1.000,,0,0,0,0,4,0,1,0,0,0 +wrighri01,1983,1,LAN,NL,0,0,6,0,0,0,0,19,5,2,0,2,5,0.227,2.84,1,1,0,0,26,3,2,1,1,1 +wrighri01,1983,2,TEX,AL,0,0,1,0,0,0,0,6,0,0,0,1,2,0.000,0.00,0,0,0,0,8,0,0,2,0,0 +youngcu01,1983,1,OAK,AL,0,1,8,2,0,0,0,27,17,16,1,5,5,0.386,16.00,0,1,1,0,50,0,17,0,0,0 +youngma01,1983,1,SEA,AL,11,15,33,32,5,2,0,611,178,74,17,79,130,0.236,3.27,2,4,7,2,851,0,86,4,8,15 +zachrpa01,1983,1,LAN,NL,6,1,40,1,0,0,0,184,63,17,4,21,36,0.278,2.49,6,0,1,0,257,11,22,5,3,4 +zahnge01,1983,1,CAL,AL,9,11,29,28,11,3,0,609,212,75,22,51,81,0.269,3.33,2,4,0,0,852,1,90,6,8,17 +aasedo01,1984,1,CAL,AL,4,1,23,0,0,0,8,117,30,7,1,19,28,0.221,1.62,5,0,0,0,160,17,7,3,2,5 +abbotgl01,1984,1,DET,AL,3,4,13,8,1,0,0,132,62,29,9,8,8,0.326,5.93,1,1,2,0,205,2,39,3,2,5 +ackerji01,1984,1,TOR,AL,3,5,32,3,0,0,1,216,79,35,3,25,33,0.286,4.38,3,5,6,0,312,9,39,4,1,14 +agostju01,1984,1,CHA,AL,2,1,49,0,0,0,7,166,54,19,2,34,26,0.270,3.09,7,1,3,0,243,18,20,5,1,14 +alexado01,1984,1,TOR,AL,17,6,36,35,11,2,0,785,238,91,21,59,139,0.242,3.13,1,2,3,0,1061,1,99,4,12,20 +allenne01,1984,1,SLN,NL,9,6,57,1,0,0,3,357,105,47,6,49,66,0.239,3.55,9,6,0,0,495,18,54,4,2,11 +altampo01,1984,1,CHN,NL,0,0,5,0,0,0,0,34,8,6,2,1,7,0.195,4.76,0,1,0,0,43,2,6,0,1,0 +anderla02,1984,1,PHI,NL,3,7,64,0,0,0,4,272,85,24,5,25,54,0.248,2.38,6,2,0,1,376,25,32,4,4,4 +andujjo01,1984,1,SLN,NL,20,14,36,36,12,4,0,784,218,97,20,70,147,0.229,3.34,13,6,7,4,1052,0,104,12,9,18 +apontlu01,1984,1,CLE,AL,1,0,25,0,0,0,0,151,53,23,5,15,25,0.269,4.11,0,3,1,1,218,14,25,4,1,3 +armstmi01,1984,1,NYA,AL,3,2,36,0,0,0,1,163,47,21,6,26,43,0.239,3.48,4,1,0,0,229,15,21,2,4,6 +atherke01,1984,1,OAK,AL,7,6,57,0,0,0,2,312,110,50,13,39,58,0.274,4.33,8,3,2,0,453,24,51,4,6,5 +augusje01,1984,1,ML4,AL,0,0,4,0,0,0,0,16,4,0,0,4,3,0.211,0.00,0,0,1,0,24,1,1,0,0,1 +bairdo01,1984,1,DET,AL,5,3,47,1,0,0,4,281,82,39,10,36,57,0.238,3.75,2,3,0,0,388,12,42,3,4,12 +bannifl01,1984,1,CHA,AL,14,11,34,33,4,0,0,654,211,117,30,80,152,0.253,4.83,2,10,6,0,936,0,127,3,10,15 +bargagr01,1984,1,MON,NL,0,1,3,1,0,0,0,24,8,7,1,7,2,0.286,7.88,1,0,0,0,36,0,7,0,1,1 +barkele01,1984,1,ATL,NL,7,8,21,20,1,0,0,379,120,54,10,38,95,0.254,3.85,2,3,2,1,528,0,59,10,5,11 +barklje01,1984,1,CLE,AL,0,0,3,0,0,0,0,12,6,3,0,1,4,0.353,6.75,0,0,0,0,19,0,3,0,1,0 +barojsa01,1984,1,CHA,AL,3,2,24,0,0,0,1,118,48,20,3,19,18,0.310,4.58,1,0,0,0,177,10,24,3,0,8 +barojsa01,1984,2,SEA,AL,6,5,19,14,0,0,1,286,88,42,12,41,37,0.249,3.97,1,3,3,0,400,1,46,1,2,8 +beardda01,1984,1,SEA,AL,3,2,43,0,0,0,5,228,88,49,15,33,40,0.291,5.80,5,4,4,2,350,27,56,5,6,4 +beattji01,1984,1,SEA,AL,12,16,32,32,12,2,0,633,206,80,13,75,119,0.260,3.41,6,6,5,0,882,0,86,5,4,17 +beckwjo01,1984,1,KCA,AL,8,4,49,1,0,0,2,302,92,38,13,25,75,0.247,3.40,1,4,2,1,410,24,39,4,6,14 +bedrost01,1984,1,ATL,NL,9,6,40,4,0,0,11,251,65,22,5,33,81,0.210,2.37,5,4,1,0,345,28,23,1,1,4 +beenean01,1984,1,ML4,AL,0,2,5,3,0,0,0,56,28,23,1,9,11,0.350,11.09,0,3,2,1,92,0,23,0,1,4 +behenri01,1984,1,CLE,AL,0,3,3,3,0,0,0,29,17,15,5,8,6,0.386,13.97,0,2,1,0,54,0,15,1,0,0 +berenbr01,1984,1,CIN,NL,3,7,13,11,0,0,0,153,63,34,0,42,53,0.306,6.00,2,4,0,0,251,1,35,2,1,3 +berenbr01,1984,2,NYN,NL,9,6,19,19,0,0,0,345,100,48,6,53,81,0.238,3.76,2,7,1,0,486,0,58,10,2,15 +berenju01,1984,1,DET,AL,11,10,31,27,2,1,0,505,146,65,14,79,118,0.233,3.48,2,7,5,2,720,0,75,2,6,14 +bestka01,1984,1,SEA,AL,1,1,5,0,0,0,0,18,7,2,0,0,6,0.292,3.00,0,0,0,0,25,2,2,0,1,0 +betteje01,1984,1,OAK,AL,0,0,3,0,0,0,1,29,9,5,3,5,5,0.243,4.66,0,1,0,0,42,1,5,0,0,0 +bibbyji01,1984,1,TEX,AL,0,0,8,0,0,0,0,49,19,8,1,10,6,0.297,4.41,1,1,0,1,75,5,8,1,0,2 +bielemi01,1984,1,PIT,NL,0,0,4,0,0,0,0,13,4,0,0,0,1,0.250,0.00,0,0,0,1,17,1,0,1,0,0 +blackbu02,1984,1,KCA,AL,17,12,35,35,8,1,0,771,226,89,22,64,140,0.233,3.12,2,2,4,2,1045,0,99,6,1,13 +blylebe01,1984,1,CLE,AL,19,7,33,32,12,4,0,735,204,78,19,74,170,0.224,2.87,4,6,6,0,1004,0,86,6,8,18 +boddimi01,1984,1,BAL,AL,20,11,34,34,16,4,0,784,218,81,23,81,128,0.228,2.79,1,6,5,1,1051,0,95,2,7,25 +bookegr01,1984,1,SDN,NL,1,1,32,1,0,0,0,172,67,21,4,27,28,0.295,3.30,4,6,0,0,262,12,27,6,2,9 +bordiri01,1984,1,CHN,NL,5,2,31,7,0,0,4,250,78,32,11,20,41,0.242,3.46,4,0,0,0,347,10,37,2,3,3 +boydoi01,1984,1,BOS,AL,12,12,29,26,10,3,0,593,207,96,18,53,134,0.269,4.37,5,5,1,1,835,2,109,4,8,15 +breinfr01,1984,1,MON,NL,0,0,4,0,0,0,0,20,4,1,0,5,5,0.190,1.35,0,0,0,0,27,0,1,1,0,2 +brennto01,1984,1,CHA,AL,0,1,4,1,0,0,0,20,8,3,1,3,3,0.308,4.05,0,0,0,0,30,1,5,1,0,2 +brizzto01,1984,1,ATL,NL,1,2,10,4,0,0,0,87,33,17,4,13,17,0.284,5.28,1,3,0,1,132,2,22,1,2,2 +browncu03,1984,1,NYA,AL,1,1,13,0,0,0,0,50,18,5,1,4,10,0.281,2.70,0,0,0,0,71,7,5,2,1,2 +brownma02,1984,1,BAL,AL,1,2,9,0,0,0,0,69,22,10,2,7,10,0.256,3.91,0,1,1,0,94,3,11,0,0,5 +brownmi01,1984,1,BOS,AL,1,8,15,11,0,0,0,201,104,51,9,19,32,0.347,6.85,1,4,3,2,326,2,63,1,3,4 +brownst02,1984,1,CAL,AL,0,1,3,3,0,0,0,33,16,11,0,9,5,0.340,9.00,1,1,0,0,57,0,13,0,1,0 +brownto05,1984,1,CIN,NL,1,0,3,3,0,0,0,70,27,4,0,5,14,0.303,1.54,0,1,0,0,95,0,4,1,0,2 +brusswa01,1984,1,CHN,NL,1,1,41,0,0,0,3,191,57,22,4,21,36,0.247,3.11,7,2,1,0,260,16,23,3,4,6 +burgmto01,1984,1,OAK,AL,3,0,17,0,0,0,2,69,15,6,2,8,8,0.190,2.35,4,1,0,0,89,8,6,1,1,3 +burnsbr01,1984,1,CHA,AL,4,12,34,16,2,0,3,351,130,65,7,45,85,0.280,5.00,1,2,4,0,519,6,74,3,3,6 +burrira01,1984,1,OAK,AL,13,10,34,28,5,1,0,635,193,74,15,90,93,0.244,3.15,1,6,8,1,900,3,84,4,6,18 +butchjo01,1984,1,MIN,AL,13,11,34,34,8,1,0,675,242,86,18,53,83,0.276,3.44,5,3,4,0,944,0,98,1,9,22 +bystrma01,1984,1,PHI,NL,4,4,11,11,0,0,0,170,66,32,5,22,36,0.283,5.08,1,0,0,4,258,0,36,0,3,0 +bystrma01,1984,2,NYA,AL,2,2,7,7,0,0,0,118,34,13,3,13,24,0.230,2.97,1,1,1,0,164,0,16,2,0,5 +caldwmi01,1984,1,ML4,AL,6,13,26,19,4,1,0,378,160,65,11,21,34,0.314,4.64,2,2,1,1,545,0,76,6,8,22 +calhoje01,1984,1,HOU,NL,0,1,9,0,0,0,0,46,5,2,0,2,11,0.100,1.17,2,2,0,0,54,2,3,2,0,0 +calvema01,1984,1,SFN,NL,2,4,10,5,1,0,0,96,40,18,4,9,5,0.303,5.06,1,0,1,0,146,5,21,3,1,4 +camacer01,1984,1,CLE,AL,5,9,69,0,0,0,23,300,83,27,6,37,48,0.229,2.43,5,3,1,1,411,49,31,7,4,13 +campbbi02,1984,1,PHI,NL,6,5,57,0,0,0,1,244,68,31,2,35,52,0.222,3.43,13,3,0,1,351,24,43,9,1,2 +campri01,1984,1,ATL,NL,8,6,31,21,1,0,0,446,134,54,11,63,69,0.245,3.27,3,4,2,2,621,1,59,7,2,19 +candejo01,1984,1,PIT,NL,12,11,33,28,3,1,2,556,179,56,19,34,133,0.256,2.72,3,1,1,1,751,4,69,10,6,10 +candito01,1984,1,ML4,AL,2,2,8,6,0,0,0,97,38,19,5,10,23,0.277,5.29,0,1,0,0,147,0,21,0,0,1 +carltst01,1984,1,PHI,NL,13,7,33,33,1,0,0,687,214,91,14,79,163,0.246,3.58,7,11,0,7,964,0,104,8,7,15 +carmado01,1984,1,PHI,NL,0,1,11,0,0,0,0,40,14,8,2,6,16,0.255,5.40,4,3,0,0,61,9,9,0,0,0 +castibo01,1984,1,MIN,AL,2,1,10,2,0,0,0,76,14,5,2,19,7,0.177,1.78,2,1,0,0,101,8,7,0,3,5 +catoke01,1984,1,CIN,NL,0,1,8,0,0,0,1,47,22,14,5,4,12,0.344,8.04,0,0,0,0,72,1,14,2,2,0 +caudibi01,1984,1,OAK,AL,9,7,68,0,0,0,36,289,77,29,9,31,89,0.218,2.71,4,1,0,0,394,62,30,5,5,2 +chifffl01,1984,1,SDN,NL,1,0,15,1,0,0,0,84,42,24,1,16,20,0.347,7.71,2,4,0,0,139,6,24,0,2,2 +chriscl01,1984,1,NYA,AL,2,4,24,1,0,0,2,116,50,26,4,12,27,0.309,6.05,0,2,1,0,178,12,28,1,2,2 +citarra01,1984,1,SLN,NL,0,1,10,2,0,0,0,67,20,9,0,7,15,0.238,3.63,2,1,3,0,95,2,9,1,0,2 +clancji01,1984,1,TOR,AL,13,15,36,36,5,0,0,659,249,125,25,88,118,0.287,5.12,2,10,3,0,966,0,132,4,4,21 +clarkbr01,1984,1,TOR,AL,1,2,20,3,0,0,0,137,66,30,6,22,21,0.342,5.91,2,7,1,0,221,8,33,4,1,5 +clearma01,1984,1,BOS,AL,8,3,47,0,0,0,8,201,47,30,2,70,76,0.198,4.03,3,6,2,0,318,27,38,3,6,6 +clemero02,1984,1,BOS,AL,9,4,21,20,5,1,0,400,146,64,13,29,126,0.271,4.32,3,4,2,0,575,0,67,2,3,4 +clibust02,1984,1,CAL,AL,0,0,1,0,0,0,0,6,3,3,0,1,1,0.333,13.50,1,0,0,0,10,1,3,0,0,0 +cocanja01,1984,1,ML4,AL,8,16,33,27,1,0,0,524,188,78,13,78,65,0.279,4.02,3,13,9,3,771,6,99,5,6,27 +codirch01,1984,1,OAK,AL,6,4,28,14,1,0,1,268,111,58,16,34,44,0.304,5.84,4,2,3,0,406,5,67,2,2,10 +comerst01,1984,1,CLE,AL,4,8,22,20,1,0,0,352,146,74,11,39,39,0.309,5.68,2,2,4,0,530,0,80,5,9,11 +comstke01,1984,1,MIN,AL,0,0,4,0,0,0,0,19,6,6,2,4,2,0.261,8.53,0,0,0,0,28,2,6,1,0,0 +conroti01,1984,1,OAK,AL,1,6,38,14,0,0,0,279,82,54,11,63,69,0.236,5.23,0,8,2,1,417,6,58,0,4,5 +corbedo01,1984,1,CAL,AL,5,1,45,1,0,0,4,255,76,20,2,30,48,0.244,2.12,12,2,2,0,353,30,22,5,4,9 +corneje01,1984,1,SFN,NL,1,3,23,0,0,0,0,115,51,26,4,22,19,0.340,6.10,6,3,1,1,181,5,30,6,2,5 +cowlejo01,1984,1,NYA,AL,9,2,16,11,3,1,0,250,75,33,12,31,71,0.234,3.56,1,2,2,1,356,2,34,0,2,2 +coxda01,1984,1,SLN,NL,9,11,29,27,1,1,0,469,171,70,9,54,70,0.289,4.03,6,2,7,4,668,0,81,10,5,28 +crawfst01,1984,1,BOS,AL,5,0,35,0,0,0,1,186,69,23,6,21,21,0.286,3.34,5,2,1,0,268,19,31,1,4,6 +cruzto02,1984,1,BAL,AL,0,0,1,0,0,0,0,3,0,0,0,0,0,0.000,0.00,0,0,0,0,3,1,0,0,0,0 +curtijo01,1984,1,CAL,AL,1,2,17,0,0,0,0,86,30,14,4,11,18,0.263,4.40,1,3,0,0,127,6,16,1,1,2 +darliro01,1984,1,NYN,NL,12,9,33,33,2,2,0,617,179,87,17,104,136,0.235,3.81,2,7,5,1,884,0,97,7,6,11 +darwida01,1984,1,TEX,AL,8,12,35,32,5,1,0,671,249,98,19,54,123,0.279,3.94,2,3,4,0,955,2,110,3,3,21 +davisma01,1984,1,SFN,NL,5,17,46,27,1,0,0,524,201,104,25,54,124,0.293,5.36,12,8,5,4,766,6,113,10,10,15 +davisro02,1984,1,MIN,AL,7,11,64,0,0,0,29,249,79,42,11,41,74,0.253,4.55,9,8,2,0,364,57,44,3,6,4 +davisst02,1984,1,BAL,AL,14,9,35,31,10,2,1,675,205,78,7,71,105,0.247,3.12,6,6,5,1,923,3,86,7,9,21 +dawlebi01,1984,1,HOU,NL,11,4,60,0,0,0,5,294,82,21,5,35,47,0.234,1.93,9,2,0,1,402,27,24,10,6,9 +dayleke01,1984,1,ATL,NL,0,3,4,4,0,0,0,56,28,11,5,6,10,0.341,5.30,1,0,1,0,92,0,18,3,0,1 +dayleke01,1984,2,SLN,NL,0,2,3,2,0,0,0,15,16,10,1,5,0,0.615,18.00,0,0,0,0,32,1,10,1,0,2 +dedmoje01,1984,1,ATL,NL,4,3,54,0,0,0,4,243,86,34,5,35,51,0.277,3.78,9,3,2,0,354,19,39,5,2,14 +deleojo01,1984,1,PIT,NL,7,13,30,28,5,1,0,577,147,80,10,92,153,0.214,3.74,5,6,3,2,795,0,86,7,7,13 +deleolu01,1984,1,SDN,NL,2,2,32,0,0,0,0,128,44,26,12,12,44,0.256,5.48,2,1,4,0,191,10,34,2,1,1 +dennyjo01,1984,1,PHI,NL,7,7,22,22,2,0,0,463,122,42,11,29,94,0.214,2.45,2,0,4,0,612,0,53,6,3,8 +deshaji01,1984,1,NYA,AL,0,1,2,2,0,0,0,21,14,9,1,7,5,0.438,11.57,0,0,0,0,40,0,9,0,1,1 +diazca01,1984,1,LAN,NL,1,0,37,0,0,0,1,123,47,25,4,24,36,0.285,5.49,5,2,0,0,191,17,26,1,1,3 +dipinfr01,1984,1,HOU,NL,4,9,57,0,0,0,14,226,74,28,3,36,65,0.260,3.35,11,3,1,1,329,44,32,5,2,8 +dixonke01,1984,1,BAL,AL,0,1,2,2,0,0,0,39,14,6,1,4,8,0.269,4.15,0,2,0,0,56,0,6,0,0,2 +dorseji01,1984,1,BOS,AL,0,0,2,0,0,0,0,8,6,3,0,2,4,0.462,10.13,0,1,0,0,15,0,3,0,0,0 +dotsori01,1984,1,CHA,AL,14,15,32,32,14,1,0,737,216,98,24,103,120,0.238,3.59,5,4,7,1,1035,0,110,8,10,29 +draveda01,1984,1,SDN,NL,9,8,50,14,3,2,8,470,125,51,12,51,71,0.222,2.93,0,3,4,2,631,17,53,9,4,14 +easteja01,1984,1,CLE,AL,3,1,26,1,0,0,2,208,74,26,3,23,42,0.273,3.38,3,4,1,0,300,11,31,3,2,6 +eckerde01,1984,1,BOS,AL,4,4,9,9,2,0,0,194,71,36,10,13,33,0.284,5.01,2,2,1,0,270,0,38,3,3,4 +eckerde01,1984,2,CHN,NL,10,8,24,24,2,0,0,481,152,54,11,36,81,0.250,3.03,7,1,4,2,662,0,59,8,6,10 +falcope01,1984,1,ATL,NL,5,7,35,16,2,1,2,360,115,55,15,57,55,0.252,4.13,3,4,0,0,523,6,61,7,3,7 +fallobo01,1984,1,CHA,AL,0,0,3,3,0,0,0,44,12,6,0,11,10,0.235,3.68,0,0,0,0,62,0,7,0,0,5 +farrst01,1984,1,CLE,AL,3,11,31,16,0,0,1,348,106,59,14,46,83,0.245,4.58,3,2,5,2,488,4,61,2,3,13 +fernasi01,1984,1,NYN,NL,6,6,15,15,0,0,0,270,74,35,8,34,62,0.226,3.50,3,1,0,4,371,0,40,5,5,4 +filsope01,1984,1,MIN,AL,6,5,55,7,0,0,1,356,106,54,14,54,59,0.238,4.10,7,2,3,1,514,13,56,9,3,2 +fingero01,1984,1,ML4,AL,1,2,33,0,0,0,23,138,38,10,5,13,40,0.213,1.96,2,2,0,0,193,30,13,2,0,2 +fireost01,1984,1,PHI,NL,0,0,6,0,0,0,0,17,4,1,0,0,3,0.200,1.59,0,0,0,0,20,5,1,0,0,0 +flanami01,1984,1,BAL,AL,13,13,34,34,10,2,0,680,213,89,24,81,115,0.250,3.53,5,8,1,0,947,0,103,8,6,27 +fontera01,1984,1,NYA,AL,8,9,35,24,0,0,0,508,189,68,8,58,85,0.290,3.61,4,4,3,2,721,1,77,5,4,38 +forscbo01,1984,1,SLN,NL,2,5,16,11,1,0,0,157,64,35,6,19,21,0.303,6.02,0,5,0,0,233,2,38,1,2,3 +forscke01,1984,1,CAL,AL,1,1,2,2,1,0,0,49,14,4,2,3,10,0.237,2.20,0,0,0,0,62,0,4,0,0,1 +forstte01,1984,1,ATL,NL,2,0,25,0,0,0,5,80,30,8,1,7,10,0.297,2.70,3,2,0,0,113,14,9,4,1,4 +francjo01,1984,1,CIN,NL,6,2,54,0,0,0,4,238,74,23,3,36,55,0.256,2.61,4,2,2,0,335,30,28,4,4,8 +frazige01,1984,1,CLE,AL,3,2,22,0,0,0,1,133,45,18,3,14,24,0.259,3.65,4,0,0,0,190,17,19,2,0,4 +frazige01,1984,2,CHN,NL,6,3,37,0,0,0,3,191,53,29,4,26,58,0.221,4.10,8,4,1,0,273,17,30,3,3,0 +gaffbr01,1984,1,NYN,NL,3,2,47,0,0,0,1,253,77,34,4,36,42,0.247,3.63,11,5,1,2,358,18,39,2,7,11 +galeri01,1984,1,BOS,AL,2,3,13,4,0,0,0,131,57,27,6,18,28,0.315,5.56,0,0,1,0,200,4,27,0,0,3 +garbege01,1984,1,ATL,NL,3,6,62,0,0,0,11,318,103,36,7,24,55,0.254,3.06,9,1,2,1,443,42,45,4,7,7 +gardnwe01,1984,1,NYN,NL,1,1,21,0,0,0,1,76,34,18,0,8,19,0.321,6.39,2,1,0,0,116,12,19,1,1,2 +garresc01,1984,1,SFN,NL,2,3,21,3,0,0,0,129,45,27,6,34,32,0.274,5.65,1,3,1,0,206,5,33,5,2,1 +geiseda01,1984,1,SEA,AL,1,1,20,3,0,0,3,130,47,20,2,9,28,0.273,4.15,3,0,2,0,185,9,22,0,2,3 +gibsobo02,1984,1,ML4,AL,2,5,18,9,1,1,0,207,61,38,10,47,54,0.236,4.96,2,5,0,1,312,4,43,5,2,2 +gleatje01,1984,1,CHA,AL,1,2,11,1,0,0,2,55,20,7,2,6,4,0.286,3.44,0,4,1,0,81,4,12,0,4,4 +goodedw01,1984,1,NYN,NL,17,9,31,31,7,3,0,654,161,63,7,73,276,0.202,2.60,2,3,2,7,879,0,72,3,2,4 +gormato03,1984,1,NYN,NL,6,0,36,0,0,0,0,173,51,19,6,13,40,0.238,2.97,3,2,1,0,230,12,20,1,1,4 +gossari01,1984,1,SDN,NL,10,6,62,0,0,0,25,307,75,33,6,36,84,0.204,2.90,4,2,1,2,412,51,34,4,3,3 +gottji01,1984,1,TOR,AL,7,6,35,12,1,1,2,329,93,49,7,49,73,0.233,4.02,3,1,3,0,464,11,54,7,6,6 +grantma01,1984,1,SFN,NL,1,4,11,10,0,0,1,161,56,38,6,19,32,0.272,6.37,0,3,1,0,231,1,40,2,3,1 +graperi01,1984,1,MON,NL,1,2,13,1,0,0,2,69,19,9,3,7,9,0.235,3.52,0,0,0,0,92,5,9,2,2,3 +greench01,1984,1,PIT,NL,0,0,4,0,0,0,0,9,5,2,0,1,3,0.417,6.00,0,0,0,0,14,0,2,0,1,0 +grosske01,1984,1,PHI,NL,8,5,44,14,1,0,1,387,140,59,8,44,84,0.278,4.12,4,4,5,4,566,9,66,9,3,11 +guantce01,1984,1,PIT,NL,2,3,27,0,0,0,2,124,32,12,3,16,30,0.224,2.61,2,0,2,1,166,15,12,2,3,2 +gubicma01,1984,1,KCA,AL,10,14,29,29,4,2,0,567,172,85,13,75,111,0.243,4.05,0,3,5,1,800,0,90,4,9,17 +guettle01,1984,1,SEA,AL,0,0,3,0,0,0,0,13,9,2,0,2,2,0.450,4.15,0,1,0,0,22,1,2,0,0,2 +guidrro01,1984,1,NYA,AL,10,11,29,28,5,1,0,587,223,98,24,44,127,0.287,4.51,3,1,2,0,841,1,102,7,11,14 +gullibi01,1984,1,MON,NL,12,9,32,32,3,0,0,680,230,91,27,37,100,0.265,3.61,7,5,1,0,919,0,100,8,4,17 +gurala01,1984,1,KCA,AL,12,9,31,25,3,0,0,506,175,97,26,67,68,0.269,5.18,3,0,4,0,732,1,102,4,6,19 +haasmo01,1984,1,ML4,AL,9,11,31,30,4,0,0,568,205,84,15,43,84,0.279,3.99,3,3,0,0,793,1,91,7,7,13 +hagenke01,1984,1,SLN,NL,1,0,4,0,0,0,0,22,9,2,0,1,2,0.300,2.45,0,0,0,0,31,1,2,0,0,0 +hammaat01,1984,1,SFN,NL,2,0,6,6,0,0,0,99,32,8,2,9,24,0.256,2.18,1,0,0,2,139,0,10,3,2,0 +hancoga01,1984,1,OAK,AL,0,0,1,0,0,0,0,4,0,0,0,0,0,0.000,0.00,0,0,0,0,4,1,0,0,0,0 +harrigr01,1984,1,MON,NL,0,1,15,0,0,0,2,53,10,4,0,7,15,0.172,2.04,1,0,2,0,68,4,4,1,0,1 +harrigr01,1984,2,SDN,NL,2,1,19,1,0,0,1,110,28,11,3,18,30,0.209,2.70,0,3,2,0,158,10,14,1,3,1 +hartzpa01,1984,1,ML4,AL,0,1,4,1,0,0,0,31,17,9,0,6,3,0.370,7.84,0,0,0,0,54,0,11,0,2,1 +hasslan01,1984,1,SLN,NL,1,0,3,0,0,0,0,7,4,3,2,2,1,0.364,11.57,1,0,0,0,13,1,3,0,0,0 +hawkian01,1984,1,SDN,NL,8,9,36,22,2,1,0,438,143,76,13,72,77,0.255,4.68,2,1,2,2,650,9,90,10,4,15 +heatone01,1984,1,CLE,AL,12,15,38,34,4,1,0,596,231,115,21,75,75,0.293,5.21,5,3,0,1,880,2,128,6,10,18 +heimugo01,1984,1,OAK,AL,0,1,6,0,0,0,0,44,21,10,2,7,3,0.344,6.14,1,0,0,0,72,4,14,2,2,2 +henketo01,1984,1,TEX,AL,1,1,25,0,0,0,2,85,36,20,0,20,25,0.313,6.35,2,2,1,2,141,13,21,1,4,2 +henrydw01,1984,1,TEX,AL,0,1,3,0,0,0,0,13,5,4,0,7,2,0.294,8.31,0,0,0,0,25,1,4,1,0,0 +hernawi01,1984,1,DET,AL,9,3,80,0,0,0,32,421,96,30,6,36,112,0.194,1.92,8,2,4,0,548,68,30,9,3,9 +hershor01,1984,1,LAN,NL,11,8,45,20,8,4,2,569,160,56,9,50,150,0.225,2.66,8,8,4,1,771,10,65,2,3,18 +heskejo01,1984,1,MON,NL,2,2,11,5,1,1,1,135,38,9,2,15,32,0.233,1.80,3,1,0,3,182,2,12,2,2,8 +hodgeed01,1984,1,MIN,AL,4,3,25,15,0,0,0,300,116,53,13,29,59,0.291,4.77,1,3,1,2,432,3,59,0,3,6 +hollaal01,1984,1,PHI,NL,5,10,68,0,0,0,29,295,82,37,14,30,61,0.225,3.39,6,1,1,3,404,61,38,5,4,4 +honeyri01,1984,1,LAN,NL,10,9,29,28,6,2,0,551,180,58,11,51,75,0.258,2.84,11,1,2,2,762,0,72,6,5,24 +hootobu01,1984,1,LAN,NL,3,6,54,6,0,0,4,330,109,42,5,43,62,0.263,3.44,6,2,0,0,463,20,43,4,2,9 +hortori01,1984,1,SLN,NL,9,4,37,18,1,1,1,377,140,48,14,39,76,0.285,3.44,2,5,1,6,537,7,53,3,3,9 +houghch01,1984,1,TEX,AL,16,14,36,36,17,1,0,798,260,111,26,94,164,0.256,3.76,3,12,9,2,1133,0,127,5,7,22 +howelja01,1984,1,NYA,AL,9,4,61,1,0,0,7,311,86,31,5,34,109,0.223,2.69,3,4,0,0,426,23,33,3,3,4 +howelke01,1984,1,LAN,NL,5,5,32,1,0,0,6,154,51,19,1,9,54,0.267,3.33,4,0,1,0,207,19,21,2,4,5 +hoytla01,1984,1,CHA,AL,13,18,34,34,11,1,0,707,244,117,31,43,126,0.266,4.47,3,0,5,0,975,0,127,4,5,14 +hudsoch02,1984,1,PHI,NL,9,11,30,30,1,1,0,521,181,78,12,52,94,0.265,4.04,4,1,2,4,748,0,101,4,8,9 +huismma01,1984,1,KCA,AL,3,3,38,0,0,0,3,225,84,35,7,21,54,0.286,4.20,3,3,1,0,324,23,38,3,5,6 +humeto01,1984,1,CIN,NL,4,13,54,8,0,0,3,340,142,71,14,41,59,0.309,5.64,9,3,1,0,518,23,83,11,6,5 +hurstbr01,1984,1,BOS,AL,12,12,33,33,9,2,0,654,232,95,25,88,136,0.271,3.92,3,1,6,1,958,0,106,3,4,12 +jacksda02,1984,1,KCA,AL,2,6,15,11,1,0,0,228,84,36,4,35,40,0.285,4.26,0,3,5,2,338,3,41,3,0,15 +jacksro03,1984,1,TOR,AL,7,8,54,0,0,0,10,258,73,34,12,31,58,0.230,3.56,4,4,1,0,355,29,40,4,2,10 +jamesbo01,1984,1,MON,NL,6,6,62,0,0,0,10,288,92,39,6,45,91,0.251,3.66,7,4,4,2,430,33,47,6,8,9 +jeffcmi01,1984,1,CLE,AL,5,2,63,1,0,0,1,226,82,25,7,24,41,0.281,2.99,7,8,1,1,327,12,28,3,7,10 +johnsbi04,1984,1,CHN,NL,0,0,4,0,0,0,0,16,4,1,0,1,3,0.235,1.69,1,0,0,0,19,2,1,1,0,1 +johnsjo04,1984,1,BOS,AL,1,2,30,3,0,0,1,191,64,25,7,27,57,0.260,3.53,1,4,0,1,275,9,26,2,0,5 +johnto01,1984,1,CAL,AL,7,13,32,29,4,1,0,544,223,91,15,56,47,0.306,4.52,3,11,4,0,797,1,97,3,6,24 +jonesal02,1984,1,CHA,AL,1,1,20,0,0,0,5,61,23,10,3,11,15,0.299,4.43,0,2,1,0,93,14,10,2,2,0 +jonesje01,1984,1,OAK,AL,0,3,13,0,0,0,0,99,31,13,4,12,19,0.258,3.55,1,2,0,0,135,6,14,2,1,3 +jonesmi02,1984,1,KCA,AL,2,3,23,12,0,0,0,243,86,44,10,36,43,0.270,4.89,1,2,1,0,359,8,48,0,3,7 +jonesod01,1984,1,TEX,AL,2,4,33,0,0,0,2,178,62,24,7,23,28,0.282,3.64,3,3,2,0,254,24,28,6,2,8 +kaufmcu01,1984,1,CAL,AL,2,3,29,1,0,0,1,207,68,35,13,20,41,0.254,4.57,4,1,0,1,292,11,37,1,3,2 +kepshku01,1984,1,SLN,NL,6,5,17,16,2,2,0,327,100,40,7,44,71,0.249,3.30,4,5,0,2,453,0,47,4,3,8 +kernji01,1984,1,PHI,NL,0,1,8,0,0,0,0,40,20,15,3,10,8,0.339,10.13,1,3,0,0,70,5,16,1,0,2 +kernji01,1984,2,ML4,AL,1,0,6,0,0,0,0,14,6,0,0,3,4,0.300,0.00,0,0,0,0,23,3,0,0,0,0 +keyji01,1984,1,TOR,AL,4,5,63,0,0,0,10,186,70,32,8,32,44,0.286,4.65,8,3,1,1,285,24,37,6,1,3 +kisonbr01,1984,1,CAL,AL,4,5,20,7,0,0,2,196,72,39,10,28,66,0.280,5.37,3,4,6,0,294,8,42,1,2,3 +kneppbo01,1984,1,HOU,NL,15,10,35,34,11,3,0,701,223,83,26,55,140,0.251,3.20,5,2,1,0,954,0,93,7,4,22 +koosmje01,1984,1,PHI,NL,14,15,36,34,3,1,0,672,232,81,8,60,137,0.267,3.25,5,6,3,2,950,0,95,13,6,18 +krawcra01,1984,1,PIT,NL,0,0,4,0,0,0,0,16,7,2,0,4,3,0.350,3.38,2,2,0,0,25,1,2,0,1,0 +kruegbi01,1984,1,OAK,AL,10,10,26,24,1,0,0,426,156,75,9,85,61,0.285,4.75,2,5,2,1,647,0,95,4,8,23 +krukomi01,1984,1,SFN,NL,11,12,35,33,3,1,1,598,234,101,22,78,141,0.290,4.56,5,3,5,3,903,1,117,5,7,14 +laceybo01,1984,1,SFN,NL,1,3,34,1,0,0,0,153,55,22,5,13,26,0.276,3.88,4,3,0,3,216,14,26,2,2,5 +lacorfr01,1984,1,CAL,AL,1,2,13,1,0,0,0,88,33,23,9,13,13,0.282,7.06,4,2,0,0,131,5,26,0,1,2 +lacosmi01,1984,1,HOU,NL,7,5,39,18,2,1,3,396,132,59,3,55,86,0.262,4.02,5,9,0,1,565,6,64,3,2,13 +laddpe01,1984,1,ML4,AL,4,9,54,1,0,0,3,273,94,53,16,38,75,0.266,5.24,6,2,1,0,397,37,58,1,4,4 +lahtije01,1984,1,SLN,NL,4,2,63,0,0,0,1,254,69,35,6,34,45,0.225,3.72,12,0,2,0,353,19,36,7,3,7 +lampde01,1984,1,TOR,AL,8,8,56,4,0,0,9,255,97,43,9,38,45,0.285,4.55,7,2,1,0,387,37,53,7,1,14 +langfri01,1984,1,OAK,AL,0,0,3,2,0,0,0,26,15,8,2,2,2,0.366,8.31,0,0,0,0,43,1,8,0,0,0 +langsma01,1984,1,SEA,AL,17,10,35,33,5,2,0,675,188,85,16,118,204,0.230,3.40,5,4,8,2,965,0,99,13,7,13 +lapoida01,1984,1,SLN,NL,12,10,33,33,2,1,0,579,205,85,9,77,130,0.278,3.96,8,15,1,3,827,0,94,8,3,28 +laskebi01,1984,1,SFN,NL,9,14,35,34,2,0,0,623,222,100,20,50,71,0.273,4.33,6,5,6,1,883,0,112,6,8,13 +lavelga01,1984,1,SFN,NL,5,4,77,0,0,0,12,303,92,31,5,42,71,0.246,2.76,14,2,1,0,426,42,34,6,3,10 +lazorja01,1984,1,ML4,AL,0,1,15,1,0,0,1,119,37,19,7,22,24,0.245,4.31,2,0,1,0,175,3,19,0,1,3 +leach01,1984,1,MON,NL,15,10,30,30,8,0,0,673,198,72,19,68,123,0.239,2.89,3,6,3,0,918,0,82,9,10,15 +leachri01,1984,1,TOR,AL,0,0,1,0,0,0,0,3,2,3,1,2,0,0.400,27.00,0,0,0,0,7,1,3,0,0,0 +leallu01,1984,1,TOR,AL,13,8,35,35,6,2,0,667,221,96,27,77,134,0.258,3.89,6,5,4,1,949,0,106,5,8,12 +learyti01,1984,1,NYN,NL,3,3,20,7,0,0,0,161,61,24,2,18,29,0.285,4.02,3,2,2,3,237,3,28,1,2,5 +leffecr01,1984,1,SDN,NL,3,4,62,0,0,0,10,317,88,25,4,24,56,0.229,2.13,1,2,1,2,420,29,29,4,6,15 +leibrch01,1984,1,KCA,AL,11,7,23,23,0,0,0,431,158,58,11,38,53,0.278,3.63,2,5,3,1,621,0,65,3,7,18 +leipeda01,1984,1,OAK,AL,1,0,8,0,0,0,0,21,12,7,2,5,3,0.353,9.00,0,1,0,0,39,2,7,0,0,0 +lerchra01,1984,1,SFN,NL,5,3,37,4,0,0,2,217,80,34,3,36,48,0.287,4.23,3,6,1,0,326,13,36,3,7,5 +leslebr01,1984,1,CIN,NL,0,1,16,0,0,0,2,58,17,11,3,14,7,0.246,5.12,1,0,0,0,87,6,11,3,1,2 +lollati01,1984,1,SDN,NL,11,13,31,31,3,2,0,587,168,85,18,105,131,0.234,3.91,2,10,1,0,836,0,89,8,4,13 +lopezau01,1984,1,DET,AL,10,1,71,0,0,0,14,413,109,45,16,52,94,0.221,2.94,6,3,2,1,559,41,51,6,6,9 +lucasga01,1984,1,MON,NL,0,3,55,0,0,0,8,159,54,16,4,20,42,0.267,2.72,5,2,0,1,225,22,20,1,2,11 +lynched01,1984,1,NYN,NL,9,8,40,13,0,0,2,372,169,62,14,24,62,0.324,4.50,3,1,4,0,556,14,77,2,5,16 +lysanri01,1984,1,MIN,AL,4,3,36,0,0,0,5,170,62,22,2,27,22,0.284,3.49,7,1,0,0,252,14,23,3,3,8 +maddemi01,1984,1,HOU,NL,2,3,17,7,0,0,0,122,46,25,1,35,29,0.297,5.53,3,1,0,0,193,2,27,1,2,7 +mahleri01,1984,1,ATL,NL,13,10,38,29,9,1,0,666,209,77,13,62,106,0.251,3.12,7,3,3,1,918,1,86,13,8,21 +martide01,1984,1,BAL,AL,6,9,34,20,2,0,0,425,145,79,26,37,77,0.263,5.02,2,7,5,0,599,4,81,0,5,11 +martire01,1984,1,SFN,NL,1,1,12,0,0,0,0,70,29,10,2,16,8,0.305,3.86,0,1,0,0,112,3,13,1,0,3 +martire01,1984,2,PHI,NL,0,2,9,0,0,0,0,47,17,8,2,12,5,0.279,4.60,4,1,0,0,77,1,12,3,0,0 +martiti01,1984,1,BAL,AL,4,9,55,0,0,0,17,269,88,39,9,51,72,0.260,3.91,13,13,0,0,402,42,42,7,5,7 +masonmi01,1984,1,TEX,AL,9,13,36,24,4,0,0,553,159,74,18,51,113,0.233,3.61,4,5,2,1,750,6,78,6,9,11 +masonro01,1984,1,DET,AL,1,1,5,2,0,0,1,66,23,11,1,10,15,0.271,4.50,0,2,0,0,97,2,11,0,2,1 +mccatst01,1984,1,OAK,AL,8,14,33,30,4,0,0,539,206,95,24,71,63,0.289,4.76,0,5,1,0,793,1,101,6,3,15 +mcclubo01,1984,1,ML4,AL,4,8,39,18,1,0,1,419,154,68,9,52,68,0.282,4.38,4,1,2,3,616,5,76,8,8,9 +mcgafan01,1984,1,MON,NL,3,4,21,3,0,0,1,138,37,13,2,15,39,0.220,2.54,2,1,0,2,184,8,14,0,1,6 +mcgafan01,1984,2,CIN,NL,0,2,9,3,0,0,0,69,23,14,2,8,18,0.261,5.48,0,0,0,0,98,2,14,2,0,1 +mcgratu01,1984,1,PHI,NL,2,0,25,0,0,0,0,114,36,16,1,10,26,0.245,3.79,4,1,0,1,160,11,17,1,2,3 +mcgresc01,1984,1,BAL,AL,15,12,30,30,10,3,0,589,216,86,18,54,67,0.280,3.94,2,1,5,0,840,0,93,4,5,15 +mclaujo01,1984,1,TOR,AL,0,0,6,0,0,0,0,32,12,3,0,7,3,0.286,2.53,1,1,0,0,50,5,6,0,1,1 +mclaujo01,1984,2,TEX,AL,2,1,15,0,0,0,0,98,33,16,4,13,21,0.260,4.41,1,0,0,0,142,5,17,1,1,1 +mcmurcr01,1984,1,ATL,NL,9,17,37,30,0,0,0,550,184,88,16,102,99,0.268,4.32,4,4,1,3,811,1,100,12,9,16 +mcwilla01,1984,1,PIT,NL,12,11,34,32,7,2,1,682,226,74,18,78,149,0.263,2.93,7,3,2,3,957,1,86,12,6,25 +meridro01,1984,1,CHN,NL,0,0,3,0,0,0,0,16,6,2,1,2,4,0.273,3.38,1,1,0,0,25,0,5,0,1,0 +mintogr01,1984,1,SFN,NL,4,9,74,1,0,0,19,373,130,52,6,57,48,0.267,3.76,20,5,0,0,556,43,60,7,6,12 +mirabpa01,1984,1,SEA,AL,2,5,52,1,0,0,3,204,74,33,6,32,41,0.282,4.37,6,3,1,0,303,18,39,5,3,9 +mitchch01,1984,1,BOS,AL,0,0,10,0,0,0,0,49,14,5,1,6,7,0.226,2.76,3,0,2,0,71,9,7,1,0,2 +mongesi01,1984,1,SDN,NL,2,1,13,0,0,0,0,45,17,8,3,17,7,0.293,4.80,3,1,0,0,78,4,10,2,1,1 +mongesi01,1984,2,DET,AL,1,0,19,0,0,0,0,108,40,17,5,12,19,0.282,4.25,0,1,2,0,159,6,21,0,3,5 +montejo01,1984,1,NYA,AL,5,3,11,11,0,0,0,166,55,22,5,13,23,0.253,3.58,2,1,1,0,234,0,26,0,3,4 +mooredo01,1984,1,ATL,NL,4,5,47,0,0,0,16,193,63,21,3,18,47,0.258,2.94,6,1,1,0,271,29,27,6,2,4 +mooremi01,1984,1,SEA,AL,7,17,34,33,6,0,0,636,236,117,16,85,158,0.282,4.97,10,7,5,2,937,0,127,5,6,14 +morrija02,1984,1,DET,AL,19,11,35,35,9,1,0,721,221,96,20,87,148,0.241,3.60,7,14,2,0,1015,0,108,5,3,16 +murrada01,1984,1,NYA,AL,1,2,19,0,0,0,0,71,30,13,2,5,13,0.306,4.94,0,0,2,0,106,12,15,1,0,3 +mussero01,1984,1,TOR,AL,0,2,11,0,0,0,1,64,18,5,2,10,9,0.225,2.11,2,0,0,0,93,4,7,1,2,0 +nelsoge01,1984,1,CHA,AL,3,5,20,9,2,0,1,224,72,37,9,17,36,0.254,4.46,0,4,1,1,304,4,38,1,2,10 +niedeto01,1984,1,LAN,NL,2,5,33,0,0,0,11,142,39,13,3,23,45,0.227,2.47,7,1,2,1,203,21,14,6,0,2 +niekrjo01,1984,1,HOU,NL,16,12,38,38,6,1,0,745,223,84,16,89,127,0.241,3.04,4,12,4,1,1027,0,104,1,8,21 +niekrph01,1984,1,NYA,AL,16,8,32,31,5,1,0,647,219,74,15,76,136,0.267,3.09,0,2,3,0,916,1,85,5,11,23 +niemara01,1984,1,CHA,AL,0,0,5,0,0,0,0,16,5,1,0,5,5,0.263,1.69,1,1,0,0,24,3,1,0,0,1 +nippeal01,1984,1,BOS,AL,11,6,29,24,6,0,0,548,183,79,18,52,84,0.257,3.89,1,7,7,1,777,3,86,3,2,10 +nolesdi01,1984,1,CHN,NL,2,2,21,1,0,0,0,152,60,29,4,16,14,0.305,5.15,1,1,1,0,216,6,29,0,2,9 +nolesdi01,1984,2,TEX,AL,2,3,18,6,0,0,0,173,60,33,6,30,39,0.262,5.15,0,3,5,1,264,6,38,0,0,3 +nunezed01,1984,1,SEA,AL,2,2,37,0,0,0,7,203,55,24,8,21,57,0.218,3.19,2,1,3,0,280,23,26,1,3,3 +oconnja02,1984,1,MIN,AL,0,0,2,0,0,0,0,14,1,1,1,4,0,0.067,1.93,0,0,0,0,19,0,1,0,0,0 +ojedabo01,1984,1,BOS,AL,12,12,33,32,8,5,0,650,211,96,17,96,137,0.259,3.99,2,0,2,1,928,0,106,8,6,15 +onealra01,1984,1,DET,AL,2,1,4,3,0,0,0,56,16,7,0,6,12,0.222,3.38,0,1,0,0,78,0,7,0,0,2 +oroscje01,1984,1,NYN,NL,10,6,60,0,0,0,31,261,58,25,7,34,85,0.185,2.59,6,1,2,1,355,52,29,3,3,5 +owchibo01,1984,1,CIN,NL,3,5,49,4,0,0,2,282,91,43,10,39,60,0.253,4.12,2,3,0,0,407,9,47,7,2,3 +ownberi01,1984,1,SLN,NL,0,3,4,4,0,0,0,57,23,10,1,8,11,0.303,4.74,0,0,0,0,88,0,13,2,2,0 +paceljo01,1984,1,BAL,AL,0,1,6,1,0,0,0,44,15,11,2,9,8,0.268,6.75,1,2,0,1,66,1,13,1,0,0 +palmeda01,1984,1,MON,NL,7,3,20,19,1,1,0,316,101,45,5,44,66,0.256,3.84,4,0,0,2,444,0,45,5,1,8 +palmeji01,1984,1,BAL,AL,0,3,5,3,0,0,0,53,22,18,2,17,4,0.319,9.17,1,2,0,0,89,2,19,1,2,1 +pashnla01,1984,1,MIN,AL,2,1,13,1,0,0,0,115,38,15,3,11,10,0.260,3.52,1,0,2,1,160,4,19,1,0,1 +pastofr01,1984,1,CIN,NL,3,8,24,16,1,0,0,295,110,71,10,40,53,0.285,6.50,3,4,3,2,437,2,74,3,5,8 +pattere01,1984,1,CHN,NL,0,1,3,1,0,0,0,18,10,7,1,2,5,0.357,10.50,0,1,0,0,30,1,7,0,0,0 +paynemi01,1984,1,ATL,NL,0,1,3,1,0,0,0,17,7,4,0,3,3,0.333,6.35,0,1,0,0,25,2,4,1,0,2 +penaal01,1984,1,LAN,NL,12,6,28,28,8,4,0,598,186,55,7,46,135,0.246,2.48,7,5,3,1,813,0,67,6,2,12 +perezpa01,1984,1,ATL,NL,14,8,30,30,4,1,0,635,208,88,26,51,145,0.260,3.74,5,4,3,5,864,0,96,6,4,16 +petryda01,1984,1,DET,AL,18,8,35,35,7,2,0,700,231,84,21,66,144,0.259,3.24,4,7,3,0,968,0,94,5,2,15 +portech01,1984,1,ML4,AL,6,4,17,12,1,0,0,244,92,35,8,12,48,0.284,3.87,2,4,0,0,339,1,37,2,1,5 +powerte01,1984,1,CIN,NL,9,7,78,0,0,0,11,326,93,34,4,46,81,0.237,2.82,8,3,0,0,456,42,37,9,8,7 +pricejo02,1984,1,CIN,NL,7,13,30,30,3,1,0,515,176,80,19,61,129,0.261,4.19,5,3,2,0,748,0,91,5,5,3 +puleoch01,1984,1,CIN,NL,1,2,5,4,0,0,0,66,27,14,2,15,6,0.297,5.73,2,1,0,0,107,0,15,0,1,1 +pulidal01,1984,1,PIT,NL,0,0,1,0,0,0,0,6,3,2,0,1,2,0.333,9.00,0,0,0,0,10,0,2,0,0,0 +quiseda01,1984,1,KCA,AL,6,3,72,0,0,0,44,388,121,38,10,12,41,0.247,2.64,4,0,0,0,506,67,39,2,3,12 +rainech01,1984,1,CHN,NL,5,7,17,16,0,0,0,265,102,42,4,38,45,0.290,4.28,1,3,2,0,399,0,55,6,1,5 +rainech01,1984,2,OAK,AL,1,1,16,0,0,0,1,92,43,23,2,17,10,0.336,6.75,4,2,0,0,151,8,27,2,3,5 +rasmude01,1984,1,NYA,AL,9,6,24,24,1,0,0,443,127,75,16,60,110,0.234,4.57,0,8,4,2,616,0,79,3,7,14 +rawlesh01,1984,1,NYA,AL,2,3,11,10,0,0,0,126,46,29,0,27,24,0.272,6.21,0,5,0,0,198,1,33,2,0,2 +rawlesh01,1984,2,PHI,NL,10,6,18,18,3,0,0,361,117,51,13,27,58,0.257,3.81,2,4,1,0,491,0,55,5,2,12 +reardje01,1984,1,MON,NL,7,7,68,0,0,0,23,261,70,28,5,37,79,0.220,2.90,7,4,3,0,363,58,31,3,2,3 +reedro01,1984,1,CHA,AL,0,6,51,0,0,0,12,219,67,25,7,14,57,0.248,3.08,2,3,1,0,293,38,29,6,2,8 +reuscri01,1984,1,CHN,NL,5,5,19,14,1,0,0,277,123,53,7,23,43,0.339,5.17,0,2,3,0,405,2,57,7,9,9 +reussje01,1984,1,LAN,NL,5,7,30,15,2,0,1,297,102,42,4,31,44,0.266,3.82,7,4,0,1,428,9,51,11,3,9 +rhoderi01,1984,1,PIT,NL,14,9,33,33,6,3,0,715,216,72,13,62,136,0.243,2.72,0,10,1,4,961,0,81,6,4,19 +righeda01,1984,1,NYA,AL,5,6,64,0,0,0,31,289,79,25,5,37,90,0.223,2.34,7,0,0,2,400,53,29,4,4,5 +rijojo01,1984,1,NYA,AL,2,8,24,5,0,0,2,187,74,33,5,33,47,0.298,4.76,1,2,1,1,289,8,40,6,1,7 +rileyge01,1984,1,SFN,NL,1,0,5,4,0,0,0,88,39,13,1,7,12,0.315,3.99,0,1,2,0,134,0,14,0,1,3 +roberbe01,1984,1,CHA,AL,3,3,21,0,0,0,0,122,36,17,2,15,25,0.240,3.76,1,2,3,0,172,10,18,3,1,3 +roberle01,1984,1,KCA,AL,0,0,1,0,0,0,0,3,4,3,1,1,1,0.571,27.00,0,0,0,0,8,1,3,0,0,0 +robindo01,1984,1,PIT,NL,5,6,51,1,0,0,10,366,99,41,6,49,110,0.226,3.02,4,5,0,0,500,28,45,4,9,9 +robinje01,1984,1,SFN,NL,7,15,34,33,1,1,0,515,195,87,12,52,102,0.288,4.56,4,7,7,2,749,0,99,5,8,18 +robinro01,1984,1,CIN,NL,1,2,12,5,1,0,0,119,35,12,3,13,24,0.232,2.72,3,0,0,2,166,2,18,1,1,2 +rodasri01,1984,1,LAN,NL,0,0,3,0,0,0,0,15,5,3,2,1,1,0.250,5.40,0,0,0,1,21,0,3,0,0,0 +rogerst01,1984,1,MON,NL,6,15,31,28,1,0,0,508,171,81,12,78,64,0.267,4.31,5,12,2,0,732,0,93,6,5,18 +romanjo02,1984,1,CLE,AL,0,2,3,2,0,0,0,18,9,12,1,11,3,0.391,18.00,0,1,0,0,37,0,12,0,3,1 +romanro01,1984,1,CAL,AL,12,12,33,33,8,2,0,689,240,96,23,61,87,0.270,3.76,3,3,4,0,973,0,107,8,12,17 +romerra01,1984,1,CLE,AL,0,0,1,0,0,0,0,9,0,0,0,0,3,0.000,0.00,0,0,1,0,9,1,0,0,0,1 +rossma01,1984,1,HOU,NL,1,0,2,0,0,0,0,7,1,0,0,0,1,0.125,0.00,0,0,0,0,8,0,0,0,0,0 +rozemda01,1984,1,DET,AL,7,6,29,16,0,0,0,303,110,42,13,18,48,0.274,3.74,3,3,2,1,425,6,49,2,2,16 +ruckeda01,1984,1,SLN,NL,2,3,50,0,0,0,0,219,62,17,0,34,38,0.237,2.10,2,1,1,0,304,15,23,5,2,6 +ruhleve01,1984,1,HOU,NL,1,9,40,6,0,0,2,271,112,46,5,29,60,0.309,4.58,7,2,3,0,405,11,58,8,2,12 +russeje01,1984,1,CIN,NL,6,18,33,30,4,2,0,545,186,86,15,65,101,0.263,4.26,8,3,4,3,787,1,97,8,3,13 +ruthvdi01,1984,1,CHN,NL,6,10,23,22,0,0,0,380,154,71,14,41,55,0.302,5.04,4,2,4,1,562,0,75,5,2,10 +ryanno01,1984,1,HOU,NL,12,11,30,30,5,2,0,551,143,62,12,69,197,0.212,3.04,2,6,4,3,760,0,78,4,6,10 +saberbr01,1984,1,KCA,AL,10,11,38,18,2,1,1,473,138,61,13,36,73,0.237,3.48,4,7,2,1,634,9,71,8,5,11 +sambijo01,1984,1,HOU,NL,0,0,32,0,0,0,0,143,39,16,5,16,26,0.228,3.02,2,3,0,0,191,14,16,1,3,7 +sanchlu01,1984,1,CAL,AL,9,7,49,0,0,0,11,251,84,31,10,33,62,0.268,3.33,9,1,3,1,359,44,34,6,3,7 +sandesc01,1984,1,CHN,NL,8,5,24,24,3,0,0,422,140,49,5,24,76,0.264,3.14,3,3,2,2,571,0,54,6,8,7 +schatda01,1984,1,MON,NL,7,7,36,14,1,1,1,408,112,41,13,36,89,0.224,2.71,1,3,2,1,547,6,44,4,4,9 +scherbi01,1984,1,CIN,NL,1,1,36,0,0,0,1,157,64,29,6,15,35,0.300,4.99,3,0,0,0,232,12,31,1,3,2 +scherbi01,1984,2,DET,AL,1,0,18,0,0,0,0,57,14,4,1,8,16,0.206,1.89,1,0,0,0,77,2,4,1,0,3 +schirca01,1984,1,NYN,NL,0,2,5,3,0,0,0,52,20,11,3,10,16,0.286,5.71,0,0,0,0,80,0,13,0,0,2 +schmida01,1984,1,TEX,AL,6,6,43,0,0,0,12,211,69,20,3,20,46,0.262,2.56,9,4,0,0,293,37,30,7,3,6 +schroke01,1984,1,MIN,AL,5,11,25,21,3,0,0,411,156,68,15,41,49,0.285,4.47,2,2,1,0,596,1,75,2,4,8 +schuldo01,1984,1,CHN,NL,0,0,1,1,0,0,0,9,8,4,0,1,2,0.571,12.00,0,0,0,0,16,0,4,0,1,0 +schuldo01,1984,2,CLE,AL,3,6,19,14,2,0,0,257,105,46,9,27,39,0.302,4.83,0,5,0,2,380,2,53,2,3,11 +scottmi03,1984,1,HOU,NL,5,11,31,29,0,0,0,462,179,80,7,43,83,0.294,4.68,4,2,3,2,675,1,96,8,11,14 +scurrro01,1984,1,PIT,NL,5,6,43,0,0,0,4,139,28,13,1,22,48,0.175,2.53,3,7,0,0,186,25,14,4,0,2 +searara01,1984,1,ML4,AL,2,1,21,0,0,0,6,115,20,3,0,16,29,0.155,0.70,3,1,1,0,149,16,3,3,0,3 +seaveto01,1984,1,CHA,AL,15,11,34,33,10,4,0,710,216,104,27,61,131,0.240,3.95,3,5,2,0,978,1,108,8,7,8 +shirlbo01,1984,1,NYA,AL,3,3,41,7,1,0,0,343,119,43,8,38,48,0.274,3.38,2,0,0,0,477,11,47,3,2,19 +shower01,1984,1,SDN,NL,15,9,32,32,3,1,0,620,175,78,18,88,104,0.234,3.40,4,6,4,2,862,0,88,17,4,11 +siskdo01,1984,1,NYN,NL,1,3,50,0,0,0,15,233,57,18,1,54,32,0.215,2.09,5,1,3,0,329,31,24,7,0,18 +siwyji01,1984,1,CHA,AL,0,0,1,0,0,0,0,13,3,1,0,2,1,0.231,2.08,0,0,0,0,17,0,1,1,1,1 +slatoji01,1984,1,CAL,AL,7,10,32,22,5,1,0,489,192,90,22,56,67,0.295,4.97,5,6,2,0,722,1,95,7,6,14 +smithbr01,1984,1,MON,NL,12,13,28,28,4,2,0,537,178,66,15,51,101,0.259,3.32,7,2,3,2,751,0,72,7,2,10 +smithda02,1984,1,HOU,NL,5,4,53,0,0,0,5,232,60,19,5,20,45,0.214,2.21,3,1,1,1,304,24,22,2,1,6 +smithda03,1984,1,CAL,AL,0,0,1,0,0,0,0,3,4,2,1,0,0,0.571,18.00,0,0,0,0,7,1,2,0,0,0 +smithle02,1984,1,CHN,NL,9,7,69,0,0,0,33,303,98,41,6,35,86,0.255,3.65,7,6,0,0,428,59,42,4,5,7 +smithmi03,1984,1,MIN,AL,15,13,36,36,10,1,0,756,246,103,35,54,144,0.252,3.68,7,7,8,2,1047,0,113,5,3,13 +smithmi04,1984,1,CIN,NL,1,0,8,0,0,0,0,31,12,6,1,5,7,0.286,5.23,0,1,0,0,47,5,6,0,0,2 +smithro01,1984,1,CLE,AL,5,5,22,14,0,0,0,259,91,44,14,40,55,0.270,4.59,5,3,1,2,382,1,49,1,3,4 +smithza01,1984,1,ATL,NL,1,0,3,3,0,0,0,60,16,5,1,13,16,0.219,2.25,2,0,0,0,87,0,7,1,0,2 +snellna01,1984,1,BAL,AL,1,1,5,0,0,0,0,23,8,2,1,1,7,0.258,2.35,0,0,0,0,33,3,2,0,1,0 +solanju01,1984,1,HOU,NL,1,3,31,0,0,0,0,152,31,11,3,18,33,0.179,1.95,1,0,0,1,197,7,13,3,3,3 +sorenla01,1984,1,OAK,AL,6,13,46,21,2,0,1,550,240,100,21,44,63,0.317,4.91,4,4,6,4,818,9,117,4,7,19 +sotoma01,1984,1,CIN,NL,18,7,33,33,13,0,0,712,181,93,26,87,185,0.210,3.53,6,3,5,0,971,0,102,9,6,7 +spillda01,1984,1,CLE,AL,0,5,14,8,0,0,1,153,70,32,3,22,23,0.332,5.65,2,0,0,0,241,3,36,2,6,5 +spillda01,1984,2,CHA,AL,1,0,22,0,0,0,1,145,51,22,7,14,26,0.276,4.10,0,1,1,1,203,9,25,2,1,5 +splitpa01,1984,1,KCA,AL,1,3,12,3,0,0,0,84,47,24,3,10,4,0.376,7.71,0,0,0,0,138,6,30,0,3,3 +squirmi01,1984,1,CHA,AL,0,0,1,0,0,0,0,1,0,0,0,0,0,0.000,0.00,0,0,0,0,1,1,0,0,0,0 +stanlbo01,1984,1,BOS,AL,9,10,57,0,0,0,22,320,113,42,9,23,52,0.267,3.54,9,1,2,0,455,47,57,6,1,12 +stantmi01,1984,1,SEA,AL,4,4,54,0,0,0,8,183,55,24,3,22,55,0.241,3.54,4,3,2,1,256,31,28,3,1,6 +stclara01,1984,1,MON,NL,0,0,4,0,0,0,0,24,11,4,0,2,4,0.344,4.50,1,0,1,0,38,4,4,1,2,0 +steirri01,1984,1,CAL,AL,0,1,1,1,0,0,0,8,6,5,0,2,2,0.500,16.88,1,0,0,0,14,0,5,0,0,2 +stewada01,1984,1,TEX,AL,7,14,32,27,3,0,0,577,193,101,26,87,119,0.258,4.73,3,12,4,0,847,2,106,4,5,9 +stewasa01,1984,1,BAL,AL,7,4,60,0,0,0,13,279,81,34,7,47,56,0.242,3.29,7,5,1,1,395,39,42,6,5,11 +stiebda01,1984,1,TOR,AL,16,8,35,35,11,2,0,801,215,84,19,88,198,0.221,2.83,1,2,11,0,1085,0,87,8,6,21 +stoddbo01,1984,1,SEA,AL,2,3,27,6,0,0,0,237,86,45,10,37,39,0.278,5.13,3,6,2,1,352,7,51,2,2,9 +stoddti01,1984,1,CHN,NL,10,6,58,0,0,0,7,276,77,39,9,57,87,0.236,3.82,11,3,1,1,398,26,41,8,6,5 +stupejo01,1984,1,SLN,NL,3,5,15,12,0,0,0,184,73,36,4,20,19,0.297,5.28,2,1,2,0,272,2,39,1,3,6 +sutclri01,1984,1,CLE,AL,4,5,15,15,2,0,0,283,111,54,7,46,58,0.298,5.15,3,3,2,1,428,0,60,4,3,11 +sutclri01,1984,2,CHN,NL,16,1,20,20,7,3,0,451,123,45,9,39,155,0.220,2.69,0,3,1,2,602,0,53,1,1,7 +suttebr01,1984,1,SLN,NL,5,7,71,0,0,0,45,368,109,21,9,23,77,0.245,1.54,4,2,1,0,477,63,26,4,4,18 +suttodo01,1984,1,ML4,AL,14,12,33,33,1,0,0,638,224,89,24,51,143,0.266,3.77,2,4,3,1,912,0,103,4,11,11 +swaggbi01,1984,1,BAL,AL,3,2,23,6,0,0,0,171,68,33,7,21,18,0.302,5.21,3,1,0,1,251,6,41,1,4,8 +swancr01,1984,1,NYN,NL,1,0,10,0,0,0,0,56,18,17,5,7,10,0.247,8.20,0,1,0,2,81,2,17,0,1,0 +swancr01,1984,2,CAL,AL,0,1,2,1,0,0,0,15,8,6,3,0,2,0.348,10.80,0,0,0,0,23,0,6,0,0,0 +tananfr01,1984,1,TEX,AL,15,15,35,35,9,1,0,739,234,89,30,81,141,0.245,3.25,3,12,6,4,1054,0,117,6,5,14 +tekulke01,1984,1,PIT,NL,3,9,72,0,0,0,13,264,86,26,4,33,36,0.262,2.66,12,0,1,0,370,51,30,6,2,14 +tellmto01,1984,1,ML4,AL,6,3,50,0,0,0,4,243,82,25,6,31,28,0.272,2.78,10,4,1,0,344,25,28,7,4,11 +terrewa01,1984,1,NYN,NL,11,12,33,33,3,1,0,645,232,84,16,80,114,0.282,3.52,1,6,4,0,926,0,99,11,8,28 +thomaro02,1984,1,SEA,AL,3,2,21,1,0,0,1,149,52,29,8,37,42,0.280,5.26,1,1,4,0,233,4,33,0,6,4 +thurmma01,1984,1,SDN,NL,14,8,32,29,1,1,0,536,174,59,12,55,57,0.256,2.97,3,2,0,2,750,1,70,11,3,15 +tibbsja01,1984,1,CIN,NL,6,2,14,14,3,1,0,302,87,32,4,33,40,0.238,2.86,1,2,0,0,403,0,34,5,0,16 +tidrodi01,1984,1,NYN,NL,0,0,11,0,0,0,0,47,25,16,5,7,8,0.357,9.19,0,1,0,0,78,5,19,0,1,0 +tobikda01,1984,1,TEX,AL,1,6,24,0,0,0,5,127,44,17,5,17,30,0.265,3.61,6,5,1,0,186,19,20,2,0,4 +tolivfr01,1984,1,CIN,NL,0,0,3,1,0,0,0,30,7,1,0,7,4,0.206,0.90,0,0,0,0,42,0,2,1,0,0 +torremi01,1984,1,NYN,NL,1,5,9,8,0,0,0,113,55,21,3,18,16,0.369,5.02,0,2,2,0,175,1,25,2,4,3 +torremi01,1984,2,OAK,AL,0,0,2,0,0,0,0,7,9,7,0,3,2,0.563,27.00,0,0,0,0,19,0,7,0,0,0 +troutst01,1984,1,CHN,NL,13,7,32,31,6,2,0,570,205,72,7,59,81,0.285,3.41,7,7,2,2,797,1,80,13,4,33 +tudorjo01,1984,1,PIT,NL,12,11,32,32,6,1,0,636,200,77,19,56,117,0.248,3.27,2,1,1,1,881,0,81,10,6,7 +tunnele01,1984,1,PIT,NL,1,7,26,6,0,0,1,205,81,40,6,40,51,0.298,5.27,6,6,0,2,317,5,44,4,1,5 +ujdurje01,1984,1,CLE,AL,1,2,4,3,0,0,0,43,22,11,1,6,6,0.355,6.91,0,1,2,0,72,0,14,1,1,1 +underto01,1984,1,BAL,AL,1,0,37,1,0,0,1,215,78,28,8,31,39,0.283,3.52,5,4,0,1,316,10,33,5,3,5 +valenfe01,1984,1,LAN,NL,12,17,34,34,12,2,0,783,218,88,14,106,240,0.229,3.03,4,11,2,1,1078,0,109,11,7,20 +vandeed01,1984,1,SEA,AL,8,12,50,17,2,0,7,391,165,69,18,50,71,0.314,4.76,4,5,0,2,588,13,76,3,8,15 +violafr01,1984,1,MIN,AL,18,12,35,35,10,4,0,773,225,92,28,73,149,0.233,3.21,1,6,4,1,1047,0,101,1,5,19 +vonohda01,1984,1,SLN,NL,1,0,27,0,0,0,1,104,39,12,0,8,19,0.300,3.12,3,1,0,1,141,12,13,3,0,7 +waddeto01,1984,1,CLE,AL,7,4,58,0,0,0,6,291,68,33,12,37,59,0.202,3.06,4,0,1,0,390,26,35,6,9,4 +wagnema01,1984,1,OAK,AL,0,0,1,0,0,0,0,5,2,0,0,1,1,0.400,0.00,0,0,0,0,7,1,0,0,1,1 +waitsri01,1984,1,ML4,AL,2,4,47,1,0,0,3,219,84,29,7,24,49,0.297,3.58,3,0,0,0,316,16,32,6,3,7 +walkbo01,1984,1,PIT,NL,1,1,2,2,0,0,0,31,8,3,1,4,10,0.200,2.61,1,0,0,0,44,0,5,0,0,0 +waltemi01,1984,1,MIN,AL,0,3,23,0,0,0,2,87,31,12,1,14,10,0.287,3.72,4,0,1,0,126,13,14,1,2,4 +wardlcu01,1984,1,MIN,AL,0,0,2,0,0,0,0,12,3,2,2,0,5,0.200,4.50,0,0,0,0,15,2,2,0,0,0 +warremi01,1984,1,OAK,AL,3,6,24,12,0,0,0,270,104,49,11,44,61,0.291,4.90,1,3,3,0,411,5,52,3,3,7 +wehrmda01,1984,1,PHI,NL,0,0,7,0,0,0,0,45,18,12,1,7,13,0.300,7.20,2,1,1,0,71,1,12,1,2,1 +welchbo01,1984,1,LAN,NL,13,13,31,29,3,1,0,536,191,75,11,58,126,0.273,3.78,7,4,2,2,771,0,86,10,2,12 +whitela01,1984,1,LAN,NL,0,1,7,1,0,0,0,36,9,4,2,6,10,0.209,3.00,2,1,0,1,50,4,5,0,1,0 +whitele01,1984,1,MIN,AL,2,2,30,0,0,0,1,94,29,11,3,17,18,0.254,3.16,3,2,2,0,136,10,11,3,0,5 +whitsed01,1984,1,SDN,NL,14,8,31,31,1,0,0,567,181,68,16,42,103,0.255,3.24,1,3,3,1,773,0,72,10,7,19 +wilcomi01,1984,1,DET,AL,17,8,33,33,0,0,0,581,183,86,13,66,119,0.252,4.00,5,3,8,2,814,0,99,5,9,23 +willial03,1984,1,MIN,AL,3,5,17,11,1,0,0,206,75,44,9,22,22,0.284,5.77,1,3,7,0,297,3,46,1,3,8 +willica01,1984,1,DET,AL,0,2,10,2,0,0,0,48,25,13,1,5,4,0.362,7.31,2,0,0,0,74,4,13,0,0,4 +willica01,1984,2,CIN,NL,0,1,7,0,0,0,1,29,8,4,1,2,3,0.222,3.72,0,0,0,0,39,1,4,1,0,1 +willifr01,1984,1,SFN,NL,9,4,61,1,1,1,3,319,88,42,2,51,91,0.226,3.55,6,8,3,5,454,15,49,9,2,8 +willsfr01,1984,1,KCA,AL,2,3,10,5,0,0,0,111,39,21,3,13,21,0.271,5.11,0,2,0,0,161,2,21,0,4,1 +winnji01,1984,1,PIT,NL,1,0,9,0,0,0,1,56,19,8,2,9,11,0.264,3.86,1,2,0,1,81,2,8,0,0,4 +wittmi01,1984,1,CAL,AL,15,11,34,34,9,2,0,740,227,95,17,84,196,0.244,3.47,3,7,5,1,1032,0,103,7,7,21 +wrighri01,1984,1,TEX,AL,0,2,8,1,0,0,0,44,20,10,3,11,6,0.357,6.14,0,0,0,0,69,3,10,2,0,4 +youngcu01,1984,1,OAK,AL,9,4,20,17,2,1,0,326,118,49,9,31,41,0.274,4.06,0,3,8,0,475,0,53,1,4,10 +youngma01,1984,1,SEA,AL,6,8,22,22,1,0,0,340,141,72,11,57,73,0.307,5.72,3,3,1,1,524,0,81,1,5,10 +zachrpa01,1984,1,LAN,NL,5,6,58,0,0,0,2,248,84,35,3,51,55,0.267,3.81,13,2,2,0,376,23,38,3,5,7 +zahnge01,1984,1,CAL,AL,13,10,28,27,9,5,0,598,200,69,11,48,61,0.263,3.12,4,3,1,0,821,1,78,6,6,27 +zaskeje01,1984,1,PIT,NL,0,0,3,0,0,0,0,15,4,0,0,1,2,0.211,0.00,0,0,0,0,20,2,0,0,0,0 +aasedo01,1985,1,BAL,AL,10,6,54,0,0,0,14,264,83,37,6,35,67,0.258,3.78,7,0,1,1,366,43,44,5,3,13 +abregjo01,1985,1,CHN,NL,1,1,6,5,0,0,0,72,32,17,3,12,13,0.352,6.38,1,0,0,0,109,0,18,5,1,3 +ackerji01,1985,1,TOR,AL,7,2,61,0,0,0,10,259,86,31,7,43,42,0.268,3.23,1,2,3,0,370,26,35,1,2,16 +agostju01,1985,1,CHA,AL,4,3,54,0,0,0,1,181,45,24,3,23,39,0.210,3.58,1,0,3,0,246,21,27,3,3,4 +aguilri01,1985,1,NYN,NL,10,7,21,19,2,0,0,367,118,44,8,37,74,0.258,3.24,2,5,2,2,507,1,49,7,4,8 +alexado01,1985,1,TOR,AL,17,10,36,36,6,1,0,782,268,100,28,67,142,0.266,3.45,0,9,6,0,1090,0,105,6,3,15 +allenne01,1985,1,SLN,NL,1,4,23,1,0,0,2,87,32,18,3,17,10,0.283,5.59,6,1,1,1,135,13,22,1,3,3 +allenne01,1985,2,NYA,AL,1,0,17,0,0,0,1,88,26,9,1,13,16,0.234,2.76,0,2,0,0,124,10,9,0,0,3 +anderla02,1985,1,PHI,NL,3,3,57,0,0,0,3,219,78,35,5,26,50,0.274,4.32,4,1,3,1,318,19,41,3,1,4 +andujjo01,1985,1,SLN,NL,21,12,38,38,10,2,0,809,265,102,15,82,112,0.260,3.40,12,2,11,0,1127,0,113,11,4,32 +armstmi01,1985,1,NYA,AL,0,0,9,0,0,0,0,44,9,5,4,2,11,0.173,3.07,0,1,0,0,54,8,5,0,0,1 +atherke01,1985,1,OAK,AL,4,7,56,0,0,0,3,314,89,50,17,42,77,0.231,4.30,8,2,0,0,435,21,51,3,4,4 +bairdo01,1985,1,DET,AL,2,0,21,3,0,0,0,147,54,34,3,25,30,0.281,6.24,5,6,1,1,224,4,38,2,4,4 +bairdo01,1985,2,SLN,NL,0,0,2,0,0,0,0,6,1,0,0,2,0,0.167,0.00,0,0,0,0,8,1,0,0,0,1 +balleja01,1985,1,CHN,NL,2,3,20,4,0,0,1,156,52,20,8,17,31,0.260,3.46,7,2,1,0,223,4,21,4,1,2 +bannifl01,1985,1,CHA,AL,10,14,34,34,4,1,0,632,211,114,30,100,198,0.262,4.87,5,11,4,0,928,0,121,9,8,20 +barkele01,1985,1,ATL,NL,2,9,20,18,0,0,0,221,84,52,10,37,47,0.288,6.35,1,3,1,0,335,1,55,4,1,4 +barklje01,1985,1,CLE,AL,0,3,21,0,0,0,1,123,37,24,5,15,30,0.243,5.27,3,2,0,1,174,6,26,5,2,3 +barojsa01,1985,1,SEA,AL,0,5,17,4,0,0,0,158,65,35,6,33,27,0.305,5.98,5,6,0,0,250,3,40,2,2,2 +beardda01,1985,1,CHN,NL,0,0,9,0,0,0,0,38,16,9,2,7,4,0.314,6.39,2,0,0,0,59,5,9,1,0,2 +beattji01,1985,1,SEA,AL,5,6,18,15,1,1,0,211,93,57,9,33,45,0.316,7.29,0,2,3,0,335,1,61,0,5,5 +beckwjo01,1985,1,KCA,AL,1,5,49,0,0,0,1,285,99,43,9,32,80,0.269,4.07,8,6,3,0,410,21,45,4,3,7 +bedrost01,1985,1,ATL,NL,7,15,37,37,0,0,0,620,198,88,17,111,134,0.254,3.83,6,6,5,0,907,0,101,6,7,17 +behenri01,1985,1,CLE,AL,0,2,4,4,0,0,0,59,29,17,3,8,4,0.354,7.78,0,1,0,0,91,0,17,0,1,1 +beller01,1985,1,BAL,AL,0,0,4,0,0,0,0,17,4,3,1,4,4,0.200,4.76,0,0,0,0,24,3,3,0,0,1 +berenbr01,1985,1,NYN,NL,1,0,3,3,0,0,0,41,8,4,0,10,10,0.170,2.63,0,3,1,0,58,0,6,0,0,3 +berenju01,1985,1,DET,AL,5,6,31,13,0,0,0,285,96,59,12,48,82,0.259,5.59,3,4,1,1,424,9,67,1,4,2 +bestka01,1985,1,SEA,AL,2,1,15,0,0,0,4,97,25,7,1,6,32,0.207,1.95,0,0,1,0,128,7,9,0,0,1 +bielemi01,1985,1,PIT,NL,2,3,12,7,0,0,0,137,45,23,5,31,22,0.257,4.53,1,1,1,1,211,1,26,4,0,1 +birtsti01,1985,1,OAK,AL,10,6,29,25,2,0,0,424,124,63,18,91,94,0.238,4.01,0,6,3,0,624,4,72,4,5,14 +blackbu02,1985,1,KCA,AL,10,15,33,33,5,2,0,617,216,99,17,59,122,0.268,4.33,4,9,8,1,885,0,111,8,4,13 +bluevi01,1985,1,SFN,NL,8,8,33,20,1,0,0,393,115,65,17,80,103,0.240,4.47,1,8,1,2,574,5,70,11,3,7 +blylebe01,1985,1,CLE,AL,9,11,23,23,15,4,0,539,163,65,14,49,129,0.240,3.26,1,1,7,1,743,0,76,4,4,11 +blylebe01,1985,2,MIN,AL,8,5,14,14,9,1,0,342,101,38,9,26,77,0.237,3.00,0,3,2,0,460,0,45,1,4,10 +boddimi01,1985,1,BAL,AL,12,17,32,32,9,2,0,610,227,92,13,89,135,0.286,4.07,7,5,5,0,899,0,104,9,2,27 +boevejo01,1985,1,SLN,NL,0,0,13,0,0,0,0,49,17,8,3,4,20,0.270,4.41,1,1,0,0,69,5,8,1,1,2 +boggsto01,1985,1,TEX,AL,0,0,4,0,0,0,0,21,13,9,3,2,6,0.382,11.57,0,0,0,0,36,0,9,0,0,1 +bookegr01,1985,1,SDN,NL,0,1,17,0,0,0,0,67,20,17,3,17,7,0.247,6.85,2,5,1,0,102,9,17,1,2,2 +bordiri01,1985,1,NYA,AL,6,8,51,3,0,0,2,294,95,35,5,29,64,0.253,3.21,4,1,1,0,415,16,41,6,3,5 +botelde01,1985,1,CHN,NL,1,3,11,7,1,0,0,132,52,26,8,23,23,0.299,5.32,1,2,2,0,203,0,27,4,0,1 +boydoi01,1985,1,BOS,AL,15,13,35,35,13,3,0,817,273,112,26,67,154,0.261,3.70,3,1,4,1,1132,0,117,9,7,16 +brennto01,1985,1,LAN,NL,1,3,12,4,0,0,0,95,41,26,2,11,17,0.333,7.39,4,0,0,3,144,2,26,5,5,1 +brownma02,1985,1,MIN,AL,0,0,6,0,0,0,0,47,21,12,1,7,5,0.333,6.89,0,0,0,0,73,4,13,0,3,2 +brownmi01,1985,1,BOS,AL,0,0,2,1,0,0,0,10,9,8,0,3,3,0.500,21.60,0,0,0,1,22,0,8,0,1,0 +brownto05,1985,1,CIN,NL,20,9,38,38,6,4,0,784,242,103,29,73,155,0.245,3.55,8,2,3,0,1083,0,111,13,7,18 +brusswa01,1985,1,CHN,NL,4,3,51,0,0,0,4,223,87,50,8,36,34,0.292,6.05,11,3,3,0,346,20,55,4,5,5 +buchabo01,1985,1,CIN,NL,1,0,14,0,0,0,0,48,25,15,4,9,3,0.368,8.44,1,1,0,0,77,3,15,0,0,2 +burketi01,1985,1,MON,NL,9,4,78,0,0,0,8,361,86,32,9,44,87,0.204,2.39,14,7,7,0,483,31,32,8,3,11 +burnsbr01,1985,1,CHA,AL,18,11,36,34,8,4,0,681,206,100,26,79,172,0.242,3.96,1,2,2,0,944,1,105,6,5,20 +burrira01,1985,1,ML4,AL,9,13,29,28,6,0,0,511,182,91,25,53,81,0.272,4.81,0,7,3,0,738,0,95,6,6,9 +burttde01,1985,1,MIN,AL,2,2,5,2,0,0,0,85,20,12,2,7,9,0.200,3.81,0,1,0,1,109,1,13,1,1,2 +butchjo01,1985,1,MIN,AL,11,14,34,33,8,2,0,623,239,115,24,43,92,0.289,4.98,4,5,6,1,893,0,125,6,10,15 +butersa01,1985,1,MON,NL,0,0,1,0,0,0,0,3,0,0,0,0,0,0.000,0.00,0,0,0,0,3,1,0,0,0,0 +bystrma01,1985,1,NYA,AL,3,2,8,8,0,0,0,123,44,26,8,19,16,0.282,5.71,0,0,1,0,180,0,29,2,1,9 +calhoje01,1985,1,HOU,NL,2,5,44,0,0,0,4,191,56,18,2,24,47,0.243,2.54,4,4,0,1,259,21,21,3,2,13 +camacer01,1985,1,CLE,AL,0,1,2,0,0,0,0,10,4,3,0,1,2,0.364,8.10,0,1,0,0,15,1,3,0,2,1 +campbbi02,1985,1,SLN,NL,5,3,50,0,0,0,4,193,55,25,5,21,41,0.230,3.50,9,1,2,0,270,18,32,5,3,2 +campri01,1985,1,ATL,NL,4,6,66,2,0,0,3,383,130,56,8,61,49,0.263,3.95,11,4,5,0,569,23,72,4,4,24 +candejo01,1985,1,PIT,NL,2,4,37,0,0,0,9,163,57,22,7,14,47,0.275,3.64,2,0,1,0,229,26,23,3,4,3 +candejo01,1985,2,CAL,AL,7,3,13,13,1,1,0,213,70,30,7,24,53,0.262,3.80,1,2,3,0,301,0,33,4,3,5 +carltst01,1985,1,PHI,NL,1,8,16,16,0,0,0,276,84,34,6,53,48,0.249,3.33,4,3,0,2,401,0,43,9,1,11 +carmado01,1985,1,PHI,NL,9,4,71,0,0,0,7,259,52,20,6,38,87,0.178,2.08,3,1,2,0,342,33,25,5,5,6 +carych01,1985,1,DET,AL,0,1,16,0,0,0,2,71,16,9,2,8,22,0.190,3.42,1,0,2,0,95,6,9,0,1,1 +castibo01,1985,1,LAN,NL,2,2,35,5,0,0,0,204,59,41,9,41,57,0.230,5.43,6,2,1,0,301,5,42,1,2,4 +caudibi01,1985,1,TOR,AL,4,6,67,0,0,0,14,208,53,23,9,35,46,0.209,2.99,6,0,2,0,297,51,26,3,4,3 +cerutjo01,1985,1,TOR,AL,0,2,4,1,0,0,0,20,10,4,1,4,5,0.323,5.40,0,2,1,0,36,1,7,0,0,0 +childro01,1985,1,PHI,NL,0,1,16,1,0,0,0,100,45,23,3,9,14,0.326,6.21,3,1,0,0,151,3,23,2,2,3 +clancji01,1985,1,TOR,AL,9,6,23,23,1,0,0,386,117,54,15,37,66,0.241,3.78,0,2,0,0,527,0,54,0,5,6 +clarkbr01,1985,1,CLE,AL,3,4,31,3,0,0,2,188,78,44,8,34,24,0.311,6.32,2,5,0,0,290,10,47,3,2,10 +clarkst02,1985,1,TOR,AL,0,0,4,0,0,0,0,12,3,2,1,2,2,0.214,4.50,0,0,0,0,16,2,2,0,0,1 +clearma01,1985,1,BOS,AL,1,3,41,0,0,0,3,167,45,23,1,50,55,0.225,3.72,10,8,5,0,259,30,26,2,2,8 +clemepa01,1985,1,CAL,AL,5,0,41,0,0,0,1,186,47,23,4,25,19,0.218,3.34,2,1,2,0,247,12,23,4,0,13 +clemepa01,1985,2,PIT,NL,0,2,27,0,0,0,2,103,39,14,2,15,17,0.289,3.67,3,2,0,0,153,7,14,2,1,1 +clemero02,1985,1,BOS,AL,7,5,15,15,3,1,0,295,83,36,5,37,74,0.228,3.29,0,1,3,3,407,0,38,1,2,4 +clibust02,1985,1,CAL,AL,9,3,44,0,0,0,6,297,87,23,5,26,48,0.241,2.09,6,2,1,0,395,26,25,5,2,11 +cocanja01,1985,1,ML4,AL,6,8,24,15,3,1,0,349,122,56,6,73,44,0.274,4.33,2,13,8,0,534,2,72,4,4,19 +codirch01,1985,1,OAK,AL,14,14,37,37,4,0,0,678,228,112,23,78,111,0.259,4.46,2,8,3,1,975,0,125,4,8,14 +conroti01,1985,1,OAK,AL,0,1,16,2,0,0,0,76,22,12,3,15,8,0.237,4.26,1,4,1,0,110,7,15,0,1,3 +cookgl01,1985,1,TEX,AL,2,3,9,7,0,0,0,120,53,42,12,18,19,0.327,9.45,1,1,3,0,187,1,42,0,4,4 +coopedo01,1985,1,NYA,AL,0,0,7,0,0,0,0,30,12,6,2,3,4,0.300,5.40,0,1,0,0,44,2,6,0,1,1 +corbedo01,1985,1,CAL,AL,3,3,30,0,0,0,0,138,49,25,7,20,24,0.274,4.89,3,0,1,0,203,11,33,2,1,6 +correed01,1985,1,CHA,AL,1,0,5,1,0,0,0,31,11,8,2,11,10,0.275,6.97,0,1,0,0,51,3,9,0,0,2 +cowlejo01,1985,1,NYA,AL,12,6,30,26,1,0,0,479,132,70,29,85,97,0.224,3.95,2,5,6,1,684,2,75,1,4,9 +coxda01,1985,1,SLN,NL,18,9,35,35,10,4,0,723,226,77,19,64,131,0.251,2.88,5,3,3,1,989,0,91,12,9,20 +crawfst01,1985,1,BOS,AL,6,5,44,1,0,0,12,273,103,38,5,28,58,0.289,3.76,8,5,0,0,394,26,47,6,3,13 +creelke01,1985,1,CLE,AL,2,5,15,8,0,0,0,186,73,33,7,23,31,0.296,4.79,2,1,2,0,277,5,35,0,5,2 +darliro01,1985,1,NYN,NL,16,6,36,35,4,2,0,744,214,80,21,114,167,0.235,2.90,1,7,3,1,1043,1,93,13,4,23 +darwida01,1985,1,ML4,AL,8,18,39,29,11,1,2,653,212,92,34,65,125,0.254,3.80,4,6,4,0,919,8,112,7,9,15 +davisjo03,1985,1,CHA,AL,3,3,12,11,1,0,0,214,71,33,6,26,37,0.256,4.16,0,1,1,0,307,0,34,1,2,3 +davisma01,1985,1,SFN,NL,5,12,77,1,0,0,7,343,89,45,13,41,131,0.219,3.54,7,6,3,1,465,38,49,13,1,5 +davisro02,1985,1,MIN,AL,2,6,57,0,0,0,25,194,55,25,7,35,72,0.230,3.48,6,8,4,1,285,50,28,3,4,4 +davisst02,1985,1,BAL,AL,10,8,31,28,8,1,0,525,172,88,11,70,93,0.256,4.53,5,2,1,1,750,0,92,3,3,16 +davisst03,1985,1,TOR,AL,2,1,10,5,0,0,0,84,23,11,5,13,22,0.223,3.54,0,0,0,0,117,1,14,0,1,1 +dawlebi01,1985,1,HOU,NL,5,3,49,0,0,0,2,243,76,32,7,37,48,0.259,3.56,7,2,0,0,347,19,35,12,4,8 +dayleke01,1985,1,SLN,NL,4,4,57,0,0,0,11,196,65,20,2,18,62,0.263,2.76,9,4,0,0,271,27,24,4,2,9 +dedmoje01,1985,1,ATL,NL,6,3,60,0,0,0,0,258,84,39,5,49,41,0.264,4.08,14,2,1,1,377,15,52,8,1,17 +deleojo01,1985,1,PIT,NL,2,19,31,25,1,0,3,488,138,85,15,89,149,0.231,4.70,3,7,3,1,700,5,93,7,4,7 +deleolu01,1985,1,SDN,NL,0,3,29,0,0,0,3,116,39,18,6,10,31,0.267,4.19,4,1,3,0,163,13,18,3,1,2 +dennyjo01,1985,1,PHI,NL,11,14,33,33,6,2,0,692,252,98,15,83,123,0.282,3.82,5,8,3,0,998,0,112,11,8,28 +deshaji01,1985,1,HOU,NL,0,0,2,0,0,0,0,9,1,0,0,0,2,0.100,0.00,0,0,0,0,10,0,0,0,0,0 +diazca01,1985,1,LAN,NL,6,3,46,0,0,0,0,238,70,23,7,18,73,0.230,2.61,6,1,0,0,326,21,28,3,1,4 +dipinfr01,1985,1,HOU,NL,3,7,54,0,0,0,6,228,69,34,7,43,49,0.248,4.03,6,4,2,1,329,29,44,3,3,10 +dixonke01,1985,1,BAL,AL,8,4,34,18,3,1,1,486,144,66,20,64,108,0.237,3.67,7,5,2,2,683,7,68,8,2,7 +dopsojo01,1985,1,MON,NL,0,2,4,3,0,0,0,39,25,16,4,4,4,0.379,11.08,0,2,0,0,70,0,17,0,0,0 +dorseji01,1985,1,BOS,AL,0,1,2,1,0,0,0,16,12,12,2,10,2,0.444,20.25,1,0,0,0,37,0,12,0,0,0 +dotsori01,1985,1,CHA,AL,3,4,9,9,0,0,0,157,53,26,5,17,33,0.261,4.47,1,0,3,0,226,0,30,1,2,2 +draveda01,1985,1,SDN,NL,13,11,34,31,7,2,0,644,200,70,18,57,105,0.249,2.93,5,2,1,2,876,1,79,13,3,20 +easteja01,1985,1,CLE,AL,4,1,50,7,0,0,0,296,96,43,9,53,58,0.264,3.92,4,7,4,0,435,18,52,5,9,11 +eckerde01,1985,1,CHN,NL,11,7,25,25,6,2,0,508,145,58,15,19,117,0.229,3.08,4,0,3,3,664,0,61,6,2,7 +engelst01,1985,1,CHN,NL,1,5,11,8,1,0,1,155,61,32,10,26,29,0.298,5.57,1,2,0,1,237,1,36,5,1,4 +eufemfr01,1985,1,MIN,AL,4,2,39,0,0,0,2,185,56,26,7,21,30,0.250,3.79,7,2,0,2,250,21,27,2,3,8 +fallobo01,1985,1,CHA,AL,0,0,10,0,0,0,0,48,25,11,5,9,17,0.362,6.19,2,1,0,0,79,4,11,0,1,1 +farrst01,1985,1,KCA,AL,2,1,16,3,0,0,1,113,34,13,2,20,36,0.245,3.11,4,2,2,0,164,5,15,1,2,4 +fernasi01,1985,1,NYN,NL,9,9,26,26,3,0,0,511,108,53,14,80,180,0.181,2.80,3,3,2,2,685,0,56,4,3,10 +ferreto01,1985,1,KCA,AL,0,0,2,0,0,0,0,17,6,5,0,2,5,0.273,7.94,0,0,0,0,24,1,5,0,0,1 +filerto01,1985,1,TOR,AL,7,0,11,9,0,0,0,146,38,21,6,18,24,0.222,3.88,0,0,0,1,192,0,21,2,1,7 +filsope01,1985,1,MIN,AL,4,5,40,6,1,0,2,287,93,39,13,30,42,0.251,3.67,4,1,0,1,406,12,42,3,2,2 +fingero01,1985,1,ML4,AL,1,6,47,0,0,0,17,166,59,31,9,19,24,0.272,5.04,5,1,0,0,241,37,33,4,1,4 +fireost01,1985,1,CHA,AL,0,0,4,0,0,0,0,21,17,4,0,2,2,0.472,5.14,0,0,0,0,38,2,4,0,0,1 +fishebr01,1985,1,NYA,AL,4,4,55,0,0,0,14,295,77,26,4,29,85,0.216,2.38,3,3,0,0,391,23,32,3,2,10 +flanami01,1985,1,BAL,AL,4,5,15,15,1,0,0,258,101,49,14,28,42,0.297,5.13,0,3,2,0,379,0,49,7,2,9 +fontera01,1985,1,CHN,NL,6,10,38,23,0,0,0,464,177,75,23,45,70,0.294,4.36,4,3,0,2,661,5,86,12,2,22 +forscbo01,1985,1,SLN,NL,9,6,34,19,3,1,2,408,132,59,11,47,48,0.258,3.90,4,4,2,0,567,4,63,5,1,12 +forstte01,1985,1,ATL,NL,2,3,46,0,0,0,1,178,49,15,7,28,37,0.222,2.28,4,1,0,0,253,19,22,2,2,7 +fowlkal01,1985,1,CAL,AL,0,0,2,0,0,0,0,21,8,7,4,4,5,0.276,9.00,0,1,0,0,33,0,7,0,0,0 +francjo01,1985,1,CIN,NL,12,3,67,0,0,0,12,297,83,24,5,40,61,0.234,2.18,8,4,1,0,407,33,27,11,1,8 +frazige01,1985,1,CHN,NL,7,8,51,0,0,0,2,228,88,54,11,52,46,0.299,6.39,9,4,3,2,357,17,57,7,1,10 +garbege01,1985,1,ATL,NL,6,6,59,0,0,0,1,292,98,39,8,25,66,0.264,3.61,8,1,2,0,409,31,41,9,1,9 +gardnwe01,1985,1,NYN,NL,0,2,9,0,0,0,0,36,18,7,1,8,11,0.375,5.25,2,1,0,0,61,8,14,4,1,1 +garresc01,1985,1,SFN,NL,9,6,74,0,0,0,13,317,76,27,2,58,106,0.198,2.30,12,7,3,1,454,44,37,6,3,6 +geiseda01,1985,1,SEA,AL,0,0,12,0,0,0,0,81,35,19,3,15,17,0.310,6.33,3,0,0,1,128,1,21,0,0,2 +gibsobo02,1985,1,ML4,AL,6,7,41,1,0,0,11,277,86,40,10,49,53,0.260,3.90,3,4,1,0,392,25,44,7,4,14 +gleatje01,1985,1,CHA,AL,1,0,31,0,0,0,1,89,37,19,3,13,22,0.316,5.76,3,3,0,0,135,9,19,4,1,1 +glynned01,1985,1,MON,NL,0,0,3,0,0,0,0,7,5,5,0,4,2,0.455,19.29,0,0,0,0,16,0,5,1,0,0 +goodedw01,1985,1,NYN,NL,24,4,35,35,16,8,0,830,198,47,13,69,268,0.201,1.53,4,6,2,2,1065,0,51,6,2,21 +gormato03,1985,1,NYN,NL,4,4,34,2,0,0,0,158,56,30,8,18,32,0.277,5.13,2,2,0,2,227,12,32,6,1,4 +gossari01,1985,1,SDN,NL,5,3,50,0,0,0,26,237,64,16,1,17,52,0.226,1.82,1,0,1,0,308,38,21,3,4,9 +gottji01,1985,1,SFN,NL,7,10,26,26,2,0,0,445,144,64,10,51,78,0.254,3.88,3,3,1,2,629,0,73,6,4,10 +graperi01,1985,1,MON,NL,0,0,5,0,0,0,0,21,13,11,0,8,4,0.394,14.14,2,0,1,0,43,1,11,0,1,0 +grosske01,1985,1,PHI,NL,15,13,38,31,6,2,0,617,194,78,11,81,151,0.251,3.41,6,2,7,0,873,0,86,7,5,13 +guantce01,1985,1,PIT,NL,4,6,63,0,0,0,5,327,84,33,5,40,92,0.214,2.72,9,5,5,0,445,31,34,4,3,6 +gubicma01,1985,1,KCA,AL,14,10,29,28,0,0,0,532,160,80,14,77,99,0.238,4.06,0,12,5,0,760,0,88,1,6,14 +guidrro01,1985,1,NYA,AL,22,6,34,33,11,2,0,777,243,94,28,42,143,0.248,3.27,3,3,0,1,1033,0,104,3,8,30 +gullibi01,1985,1,MON,NL,14,12,29,29,4,1,0,544,187,71,8,47,68,0.271,3.52,9,1,1,1,759,0,78,12,8,14 +gumpeda01,1985,1,CHN,NL,1,0,9,0,0,0,0,31,12,4,0,7,4,0.279,3.48,1,0,0,0,52,3,7,0,2,0 +gurala01,1985,1,KCA,AL,0,0,3,0,0,0,1,13,7,6,1,4,2,0.368,12.46,0,1,0,0,23,2,6,0,0,1 +gurala01,1985,2,CHN,NL,0,3,5,4,0,0,0,61,34,19,4,6,7,0.370,8.41,0,0,1,0,102,0,19,3,0,1 +guzmajo01,1985,1,TEX,AL,3,2,5,5,0,0,0,98,27,10,3,14,24,0.214,2.76,1,1,0,0,140,0,13,0,0,3 +haasmo01,1985,1,ML4,AL,8,8,27,26,6,1,0,485,165,69,21,25,78,0.260,3.84,3,2,1,0,666,0,85,1,5,15 +habyajo01,1985,1,BAL,AL,1,0,2,0,0,0,0,8,3,0,0,0,2,0.250,0.00,0,0,0,0,12,1,1,0,0,0 +hammaat01,1985,1,SFN,NL,5,12,29,29,1,1,0,512,161,71,17,47,100,0.247,3.74,5,4,0,4,713,0,81,8,6,12 +harrigr01,1985,1,TEX,AL,5,4,58,0,0,0,11,339,74,31,7,43,111,0.186,2.47,3,2,5,1,450,35,35,3,2,10 +hasslan01,1985,1,SLN,NL,0,1,10,0,0,0,0,30,9,2,0,4,5,0.225,1.80,0,0,0,0,45,4,5,0,1,1 +havenbr01,1985,1,BAL,AL,0,1,8,1,0,0,0,43,20,14,4,10,19,0.333,8.79,1,0,0,0,70,3,14,0,0,1 +hawkian01,1985,1,SDN,NL,18,8,33,33,5,2,0,686,229,80,18,65,69,0.267,3.15,8,3,4,3,953,0,88,13,12,23 +heathje02,1985,1,HOU,NL,3,1,14,7,1,0,1,169,50,21,9,13,25,0.239,3.36,0,2,1,0,226,5,25,2,1,5 +heatone01,1985,1,CLE,AL,9,17,36,33,5,1,0,623,244,113,19,80,82,0.298,4.90,2,2,7,2,921,2,119,7,8,20 +henketo01,1985,1,TOR,AL,3,3,28,0,0,0,13,120,29,9,4,8,42,0.206,2.03,2,0,0,0,153,22,12,2,2,2 +henrydw01,1985,1,TEX,AL,2,2,16,0,0,0,3,63,16,6,0,7,20,0.211,2.57,0,1,0,0,86,10,7,2,1,2 +hernawi01,1985,1,DET,AL,8,10,74,0,0,0,31,320,82,32,13,14,76,0.210,2.70,2,2,1,0,415,64,38,4,5,5 +hershor01,1985,1,LAN,NL,19,3,36,34,9,5,0,719,179,54,8,68,157,0.206,2.03,5,5,6,0,953,1,72,5,4,25 +heskejo01,1985,1,MON,NL,10,5,25,25,2,1,0,466,125,43,10,45,113,0.222,2.49,2,3,0,3,618,0,52,8,2,10 +higuete01,1985,1,ML4,AL,15,8,32,30,7,2,0,637,186,92,22,63,127,0.235,3.90,0,4,3,3,874,2,105,5,10,12 +hollaal01,1985,1,PHI,NL,0,1,3,0,0,0,1,12,5,2,0,4,1,0.333,4.50,2,0,0,0,21,3,2,1,1,0 +hollaal01,1985,2,PIT,NL,1,3,38,0,0,0,4,176,48,22,5,17,47,0.227,3.38,6,0,0,1,235,19,22,4,3,5 +hollaal01,1985,3,CAL,AL,0,1,15,0,0,0,0,73,17,4,4,10,14,0.193,1.48,1,1,0,0,99,6,4,1,0,0 +holtobr01,1985,1,LAN,NL,1,1,3,0,0,0,0,12,9,4,0,1,1,0.450,9.00,0,1,0,0,21,0,7,0,0,0 +honeyri01,1985,1,LAN,NL,8,12,31,25,1,0,1,426,141,54,9,49,67,0.261,3.42,7,2,1,0,600,2,71,5,4,16 +hootobu01,1985,1,TEX,AL,5,8,29,20,2,0,0,372,149,72,18,40,62,0.297,5.23,2,2,0,0,546,2,78,0,5,10 +hortori01,1985,1,SLN,NL,3,2,49,3,0,0,1,269,84,29,5,34,59,0.251,2.91,13,3,3,2,382,10,30,8,3,6 +houghch01,1985,1,TEX,AL,14,16,34,34,14,1,0,751,198,92,23,83,141,0.215,3.31,1,11,7,3,1018,0,102,1,7,20 +howelja01,1985,1,OAK,AL,9,8,63,0,0,0,29,294,98,31,5,31,68,0.261,2.85,3,4,1,1,414,58,32,3,4,8 +howelke01,1985,1,LAN,NL,4,7,56,0,0,0,12,258,66,36,8,35,85,0.208,3.77,3,4,0,2,356,31,41,4,0,2 +howest01,1985,1,LAN,NL,1,1,19,0,0,0,3,66,30,12,2,5,11,0.319,4.91,2,2,1,0,104,14,17,2,2,1 +howest01,1985,2,MIN,AL,2,3,13,0,0,0,0,57,28,13,1,7,10,0.333,6.16,2,1,0,0,94,5,16,0,3,0 +hoytla01,1985,1,SDN,NL,16,8,31,31,8,3,0,631,210,81,20,20,83,0.261,3.47,2,0,2,4,839,0,85,9,3,14 +hudsoch02,1985,1,PHI,NL,8,13,38,26,3,0,0,579,188,81,23,74,122,0.252,3.78,7,4,1,3,833,7,92,8,4,11 +huffmph01,1985,1,BAL,AL,0,0,2,1,0,0,0,14,7,8,1,5,2,0.350,15.43,1,0,0,0,26,0,8,1,0,0 +huismma01,1985,1,KCA,AL,1,0,9,0,0,0,0,56,14,4,1,3,9,0.219,1.93,0,0,0,0,70,6,4,1,2,2 +humeto01,1985,1,CIN,NL,3,5,56,0,0,0,3,240,65,29,7,35,50,0.224,3.26,5,3,3,1,331,15,33,2,1,12 +hurstbr01,1985,1,BOS,AL,11,13,35,31,6,1,0,688,243,115,31,70,189,0.273,4.51,4,3,3,4,973,0,123,6,4,17 +jacksda02,1985,1,KCA,AL,14,12,32,32,4,3,0,624,209,79,7,76,114,0.261,3.42,2,4,6,2,893,0,94,5,4,26 +jacksro03,1985,1,SDN,NL,2,3,22,2,0,0,2,120,32,12,4,13,28,0.224,2.70,1,0,1,1,163,6,13,4,2,1 +jamesbo01,1985,1,CHA,AL,8,7,69,0,0,0,32,330,90,26,5,23,88,0.226,2.13,4,3,2,2,436,60,31,7,5,9 +jeffcmi01,1985,1,CLE,AL,0,0,9,0,0,0,0,29,8,3,1,6,4,0.235,2.79,1,0,0,0,44,3,5,2,2,0 +jeffcmi01,1985,2,SFN,NL,0,2,19,1,0,0,0,66,27,13,4,6,10,0.307,5.32,3,1,2,0,99,7,13,2,1,1 +johnsjo05,1985,1,ATL,NL,4,4,15,14,1,0,0,257,95,39,9,24,34,0.285,4.10,5,2,3,0,367,0,44,4,3,9 +johnto01,1985,1,CAL,AL,2,4,12,6,0,0,0,115,51,20,3,15,17,0.329,4.70,1,5,1,0,176,2,22,3,2,7 +johnto01,1985,2,OAK,AL,2,6,11,11,0,0,0,144,66,33,6,13,8,0.332,6.19,0,2,1,0,221,0,37,6,2,4 +jonesal02,1985,1,CHA,AL,1,0,5,0,0,0,0,18,3,1,0,3,2,0.167,1.50,0,0,0,0,21,1,2,0,0,2 +jonesmi02,1985,1,KCA,AL,3,3,33,1,0,0,0,192,62,34,6,39,32,0.257,4.78,4,1,0,0,290,16,40,4,6,2 +kaiseje01,1985,1,OAK,AL,0,0,15,0,0,0,0,50,25,27,6,20,10,0.342,14.58,2,2,1,0,97,4,32,1,2,1 +keougma02,1985,1,SLN,NL,0,1,4,1,0,0,0,30,10,5,0,4,10,0.278,4.50,1,0,1,0,43,0,5,2,0,1 +kepshku01,1985,1,SLN,NL,10,9,32,29,0,0,0,460,155,81,16,71,67,0.264,4.75,3,6,0,2,671,0,89,5,7,17 +kerfech01,1985,1,HOU,NL,4,2,11,6,0,0,0,133,44,20,2,25,30,0.268,4.06,2,1,0,0,193,2,22,1,3,9 +kernji01,1985,1,ML4,AL,0,1,5,0,0,0,0,33,14,8,1,5,3,0.318,6.55,1,3,0,0,50,1,8,1,0,0 +keyji01,1985,1,TOR,AL,14,6,35,32,3,0,0,638,188,71,22,50,85,0.237,3.00,1,6,2,1,856,0,77,5,5,21 +kippebo01,1985,1,CAL,AL,0,1,2,1,0,0,0,10,7,8,1,3,0,0.467,21.60,0,0,0,0,20,0,8,0,2,0 +kippebo01,1985,2,PIT,NL,1,2,5,4,0,0,0,74,21,14,4,7,13,0.221,5.11,0,0,0,0,104,1,16,1,1,1 +kisonbr01,1985,1,BOS,AL,5,3,22,9,0,0,1,276,98,42,9,32,56,0.274,4.11,4,1,1,0,398,5,43,4,3,11 +klawito01,1985,1,MIN,AL,0,0,7,2,0,0,0,28,7,7,2,13,5,0.226,6.75,0,3,0,0,45,3,7,1,0,1 +kneppbo01,1985,1,HOU,NL,15,13,37,37,4,0,0,723,253,95,21,54,131,0.271,3.55,5,4,3,0,1016,0,119,15,9,24 +knudsma01,1985,1,HOU,NL,0,2,2,2,0,0,0,33,21,11,0,3,4,0.429,9.00,0,0,0,0,53,0,11,1,0,1 +koosmje01,1985,1,PHI,NL,6,4,19,18,3,1,0,298,107,51,14,34,60,0.276,4.62,3,2,3,2,433,0,56,5,4,6 +krawcra01,1985,1,PIT,NL,0,2,8,0,0,0,0,25,20,13,1,6,9,0.455,14.04,3,1,1,0,51,3,13,0,0,1 +kruegbi01,1985,1,OAK,AL,9,10,32,23,2,0,0,454,165,76,13,69,56,0.276,4.52,1,6,2,3,674,4,95,1,5,16 +krukomi01,1985,1,SFN,NL,8,11,28,28,6,1,0,584,176,73,19,49,150,0.238,3.38,10,10,3,3,804,0,80,10,3,13 +lacosmi01,1985,1,KCA,AL,1,1,21,0,0,0,1,122,49,23,2,29,26,0.304,5.09,6,2,0,0,193,7,25,3,0,7 +laddpe01,1985,1,ML4,AL,0,0,29,0,0,0,2,137,58,23,5,10,22,0.315,4.53,0,1,2,0,202,13,26,0,6,3 +lahtije01,1985,1,SLN,NL,5,2,52,0,0,0,19,205,63,14,3,26,41,0.251,1.84,10,1,0,0,279,31,15,2,0,16 +lampde01,1985,1,TOR,AL,11,0,53,1,0,0,2,317,96,39,7,27,68,0.247,3.32,3,5,0,0,426,11,42,5,6,15 +langfri01,1985,1,OAK,AL,3,5,23,3,0,0,0,177,60,23,8,15,21,0.261,3.51,2,2,0,0,247,7,24,2,0,4 +langsma01,1985,1,SEA,AL,7,14,24,24,2,0,0,380,122,77,22,91,72,0.255,5.47,2,3,2,3,577,0,85,3,2,13 +lapoida01,1985,1,SFN,NL,7,17,31,31,2,1,0,620,215,82,18,74,122,0.269,3.57,6,10,0,0,886,0,99,7,5,19 +laskebi01,1985,1,SFN,NL,5,11,19,19,0,0,0,342,110,45,10,39,42,0.255,3.55,0,2,0,1,485,0,55,11,4,11 +laskebi01,1985,2,MON,NL,0,5,11,7,0,0,0,103,55,36,9,14,18,0.362,9.44,1,1,2,0,171,3,36,2,1,3 +lathabi01,1985,1,NYN,NL,1,3,7,3,0,0,0,68,21,10,1,7,10,0.250,3.97,1,1,0,1,93,1,10,1,1,1 +lavelga01,1985,1,TOR,AL,5,7,69,0,0,0,8,218,54,25,5,36,50,0.214,3.10,5,0,0,1,298,19,30,8,2,9 +lazorja01,1985,1,SEA,AL,0,0,15,0,0,0,1,61,23,8,1,8,7,0.291,3.54,1,0,3,0,92,4,10,2,0,6 +leachte01,1985,1,NYN,NL,3,4,22,4,1,1,1,167,48,18,3,14,30,0.235,2.91,3,0,1,0,226,4,19,5,2,3 +leallu01,1985,1,TOR,AL,3,6,15,14,0,0,0,202,82,43,13,24,33,0.303,5.75,3,3,3,1,303,1,46,1,4,7 +learyti01,1985,1,ML4,AL,1,4,5,5,0,0,0,100,40,15,5,8,29,0.296,4.05,0,1,1,0,146,0,18,2,0,2 +leffecr01,1985,1,SDN,NL,7,6,60,0,0,0,2,250,75,31,7,30,48,0.244,3.35,4,2,0,0,345,24,34,7,1,3 +leibrch01,1985,1,KCA,AL,17,9,33,33,8,3,0,713,223,71,17,68,108,0.248,2.69,3,4,2,3,983,0,86,8,5,21 +leonade01,1985,1,KCA,AL,0,0,2,0,0,0,0,6,1,0,0,0,1,0.143,0.00,0,0,0,0,7,1,0,0,0,0 +leslebr01,1985,1,ML4,AL,1,0,5,0,0,0,0,19,8,7,2,2,5,0.296,9.95,0,0,0,0,29,0,7,0,0,0 +lewisji01,1985,1,SEA,AL,0,1,2,1,0,0,0,14,8,4,1,1,1,0.421,7.71,0,0,2,0,23,0,4,1,0,2 +lollati01,1985,1,CHA,AL,3,5,18,13,0,0,0,249,83,43,10,58,61,0.266,4.66,1,5,1,2,378,3,48,3,4,8 +lollati01,1985,2,BOS,AL,5,5,16,10,1,0,1,201,57,34,9,40,44,0.230,4.57,0,5,1,0,291,4,37,1,1,7 +longbi01,1985,1,CHA,AL,0,1,4,3,0,0,0,42,25,16,4,5,13,0.391,10.29,2,1,0,0,71,1,17,1,1,1 +longbo01,1985,1,SEA,AL,0,0,28,0,0,0,0,115,30,16,7,17,29,0.210,3.76,1,2,2,0,162,13,17,0,0,2 +lopezau01,1985,1,DET,AL,3,7,51,0,0,0,5,259,82,46,15,41,53,0.250,4.80,9,4,1,0,379,22,50,3,6,4 +lucasga01,1985,1,MON,NL,6,2,49,0,0,0,1,203,63,24,6,24,31,0.251,3.19,8,5,0,0,284,18,29,7,2,6 +lugour01,1985,1,CAL,AL,3,4,20,10,1,0,0,249,86,34,10,29,42,0.274,3.69,1,2,4,0,351,5,36,2,2,8 +lynched01,1985,1,NYN,NL,10,8,31,29,6,1,0,573,188,73,19,27,65,0.256,3.44,1,0,1,0,777,1,76,9,5,7 +lysanri01,1985,1,MIN,AL,0,2,35,1,0,0,3,183,72,41,3,22,26,0.305,6.05,2,9,0,0,262,9,43,2,2,12 +mackto01,1985,1,CAL,AL,0,1,1,1,0,0,0,7,8,4,0,0,0,0.571,15.43,0,0,0,0,14,0,4,0,0,1 +maddemi01,1985,1,HOU,NL,0,0,13,0,0,0,0,57,29,9,1,11,16,0.363,4.26,0,1,0,0,92,4,15,0,1,2 +mahlemi01,1985,1,MON,NL,1,4,9,7,1,1,1,145,40,19,3,24,32,0.229,3.54,1,3,1,0,203,2,22,2,1,4 +mahlemi01,1985,2,DET,AL,1,2,3,2,0,0,0,62,19,4,2,4,14,0.241,1.74,2,4,0,0,84,0,8,1,0,2 +mahleri01,1985,1,ATL,NL,17,15,39,39,6,1,0,800,272,103,24,79,107,0.268,3.48,8,3,2,1,1110,0,116,10,5,32 +martide01,1985,1,BAL,AL,13,11,33,31,3,1,0,540,203,103,29,63,68,0.288,5.15,3,4,9,1,789,1,110,0,11,14 +martiti01,1985,1,BAL,AL,3,3,49,0,0,0,4,210,70,42,8,37,47,0.261,5.40,8,5,0,0,312,20,48,3,4,8 +masonmi01,1985,1,TEX,AL,8,15,38,30,1,1,0,537,212,96,22,73,92,0.299,4.83,4,4,3,1,800,1,113,4,10,16 +masonro01,1985,1,SFN,NL,1,3,5,5,1,1,0,89,28,7,1,11,26,0.243,2.12,1,0,0,0,128,0,13,2,0,2 +mathiro01,1985,1,HOU,NL,3,5,23,8,0,0,1,210,83,47,7,27,34,0.293,6.04,1,1,1,0,319,5,54,4,4,2 +mccarto03,1985,1,BOS,AL,0,0,3,0,0,0,0,15,7,6,1,4,2,0.350,10.80,0,1,0,0,25,2,6,0,1,1 +mccaski01,1985,1,CAL,AL,12,12,30,29,6,1,0,569,189,99,23,64,102,0.258,4.70,1,5,4,0,807,0,105,2,5,22 +mccatst01,1985,1,OAK,AL,4,4,30,9,1,0,0,257,95,53,10,41,36,0.286,5.57,4,1,4,0,383,8,56,3,3,11 +mcclubo01,1985,1,ML4,AL,4,1,38,1,0,0,3,257,91,41,10,30,57,0.274,4.31,2,5,3,0,370,12,43,3,2,10 +mcculla01,1985,1,SDN,NL,0,2,21,0,0,0,5,105,23,9,3,16,27,0.195,2.31,3,0,1,1,142,11,15,7,0,3 +mcdowro01,1985,1,NYN,NL,6,5,62,2,0,0,17,382,108,40,9,37,70,0.230,2.83,8,6,1,2,516,36,43,6,2,11 +mcgafan01,1985,1,CIN,NL,3,3,15,15,2,0,0,283,88,39,4,30,83,0.247,3.72,4,2,2,0,392,0,40,4,0,4 +mcgresc01,1985,1,BAL,AL,14,14,35,34,8,1,0,612,226,109,34,65,86,0.283,4.81,2,2,1,1,884,0,118,10,8,23 +mcmurcr01,1985,1,ATL,NL,0,3,17,6,0,0,1,135,56,33,6,27,28,0.306,6.60,1,3,1,0,220,3,36,7,2,2 +mcwilla01,1985,1,PIT,NL,7,9,30,19,2,0,0,379,139,66,9,62,52,0.283,4.70,11,4,7,0,568,2,70,4,3,11 +meridro01,1985,1,CHN,NL,3,2,32,0,0,0,1,139,53,23,3,24,23,0.301,4.47,6,0,1,0,209,8,24,5,3,4 +mintogr01,1985,1,SFN,NL,5,4,68,0,0,0,4,290,98,38,6,54,37,0.272,3.54,18,2,0,0,424,36,42,6,4,13 +mirabpa01,1985,1,SEA,AL,0,0,10,0,0,0,0,41,9,2,0,4,8,0.188,1.32,1,0,2,0,57,1,4,1,2,2 +mitchch01,1985,1,BOS,AL,0,0,2,0,0,0,0,5,5,3,1,0,2,0.500,16.20,0,0,0,0,10,0,3,0,0,0 +montejo01,1985,1,NYA,AL,0,0,3,1,0,0,0,21,12,8,3,2,2,0.387,10.29,0,0,0,0,34,1,8,0,1,1 +moorebo01,1985,1,SFN,NL,0,0,11,0,0,0,0,50,18,6,1,10,10,0.269,3.24,2,0,0,1,78,4,6,1,0,1 +mooredo01,1985,1,CAL,AL,8,8,65,0,0,0,31,309,91,22,9,21,72,0.237,1.92,3,2,0,0,417,57,28,10,2,5 +mooremi01,1985,1,SEA,AL,17,10,35,34,14,2,0,741,230,95,18,70,155,0.247,3.46,2,10,4,3,1016,1,100,2,7,19 +morgami01,1985,1,SEA,AL,1,1,2,2,0,0,0,18,11,8,2,5,2,0.393,12.00,0,1,0,0,33,0,8,0,0,0 +morrija02,1985,1,DET,AL,16,11,35,35,13,4,0,771,212,95,21,110,191,0.225,3.33,7,15,5,3,1077,0,102,11,7,20 +murast01,1985,1,OAK,AL,1,1,23,1,0,0,1,144,41,22,3,25,29,0.225,4.13,4,0,0,0,209,10,25,1,1,3 +murphro01,1985,1,CIN,NL,0,0,2,0,0,0,0,9,2,2,1,2,1,0.200,6.00,0,0,0,0,12,2,2,0,0,0 +murrada01,1985,1,NYA,AL,0,0,3,0,0,0,0,6,4,3,0,0,0,0.400,13.50,0,1,0,0,10,2,3,0,0,0 +murrada01,1985,2,TEX,AL,0,0,1,0,0,0,0,3,3,2,0,0,0,0.750,18.00,0,0,0,0,5,0,2,1,0,0 +mussero01,1985,1,TOR,AL,3,0,25,4,0,0,0,157,59,26,2,24,29,0.284,4.47,2,3,0,0,236,9,28,0,4,5 +myersra01,1985,1,NYN,NL,0,0,1,0,0,0,0,6,0,0,0,1,2,0.000,0.00,0,0,0,0,7,1,0,0,0,0 +nelsoge01,1985,1,CHA,AL,10,10,46,18,1,0,2,437,144,69,23,67,101,0.259,4.26,4,11,7,1,643,11,74,9,2,11 +niedeto01,1985,1,LAN,NL,7,9,64,0,0,0,19,319,86,32,6,24,102,0.223,2.71,5,0,1,0,415,43,32,1,3,2 +niekrjo01,1985,1,HOU,NL,9,12,32,32,4,1,0,639,197,88,21,99,117,0.247,3.72,6,21,5,1,925,0,100,10,12,15 +niekrjo01,1985,2,NYA,AL,2,1,3,3,0,0,0,37,14,8,3,8,4,0.280,5.84,0,0,0,0,58,0,8,0,0,0 +niekrph01,1985,1,NYA,AL,16,12,33,33,7,1,0,660,203,100,29,120,149,0.245,4.09,1,5,2,2,955,0,110,1,3,27 +niemara01,1985,1,NYN,NL,0,0,4,0,0,0,0,14,5,0,0,0,2,0.278,0.00,0,0,0,0,18,0,0,0,0,0 +nippeal01,1985,1,BOS,AL,9,12,25,25,5,0,0,486,157,73,14,82,85,0.256,4.06,3,3,9,1,713,0,83,4,4,18 +nolesdi01,1985,1,TEX,AL,4,8,28,13,0,0,1,331,129,62,11,33,59,0.289,5.06,1,1,6,0,488,3,67,2,0,12 +nunezed01,1985,1,SEA,AL,7,3,70,0,0,0,16,271,79,31,13,34,58,0.234,3.09,5,2,0,1,378,53,36,4,3,5 +oconnja02,1985,1,MON,NL,0,2,20,1,0,0,0,71,21,13,1,13,16,0.239,4.94,7,1,0,1,106,7,14,3,2,3 +ojedabo01,1985,1,BOS,AL,9,11,39,22,5,0,1,473,166,70,11,48,102,0.273,4.00,9,3,2,3,671,10,74,10,3,16 +onealra01,1985,1,DET,AL,5,5,28,12,1,0,1,283,82,34,8,36,52,0.239,3.24,3,5,2,0,388,8,42,1,7,10 +ontivst02,1985,1,OAK,AL,1,3,39,0,0,0,8,224,45,16,4,19,36,0.174,1.93,2,1,2,0,284,18,17,2,2,10 +oroscje01,1985,1,NYN,NL,8,6,54,0,0,0,17,237,66,24,6,34,68,0.224,2.73,7,4,0,0,331,39,26,1,1,6 +palmeda01,1985,1,MON,NL,7,10,24,23,0,0,0,407,128,56,5,67,106,0.250,3.71,5,9,3,0,588,0,60,5,2,12 +pastofr01,1985,1,CIN,NL,2,1,17,6,1,0,0,162,60,23,1,16,29,0.287,3.83,1,2,1,0,232,3,23,3,3,8 +pattebo01,1985,1,SDN,NL,0,0,3,0,0,0,0,12,13,11,2,3,1,0.565,24.75,0,0,0,1,26,2,11,0,0,1 +pattere01,1985,1,CHN,NL,3,0,8,5,1,0,0,117,36,13,2,10,17,0.250,3.00,1,1,0,0,157,0,13,2,1,2 +penaal01,1985,1,LAN,NL,0,1,2,1,0,0,0,13,7,4,1,3,2,0.350,8.31,1,0,0,0,23,0,5,0,0,0 +perezpa01,1985,1,ATL,NL,1,13,22,22,0,0,0,286,115,65,10,57,57,0.297,6.14,10,2,1,2,453,0,72,5,3,6 +perlmjo01,1985,1,CHN,NL,1,0,6,0,0,0,0,26,10,11,3,8,4,0.313,11.42,2,1,0,0,42,1,11,1,1,0 +perrypa02,1985,1,SLN,NL,1,0,6,0,0,0,0,37,3,0,0,3,6,0.077,0.00,1,1,0,0,42,1,0,0,0,0 +petryda01,1985,1,DET,AL,15,13,34,34,8,0,0,716,190,89,24,81,109,0.217,3.36,9,6,3,0,962,0,98,0,2,24 +portech01,1985,1,ML4,AL,0,0,6,1,0,0,0,41,15,3,1,2,8,0.273,1.98,0,0,0,0,58,1,8,1,0,0 +portuma01,1985,1,MIN,AL,1,3,6,4,0,0,0,73,24,15,3,14,12,0.270,5.55,0,1,0,1,105,0,16,0,2,2 +powelde01,1985,1,LAN,NL,1,1,16,2,0,0,1,88,30,17,7,13,19,0.263,5.22,3,3,1,0,133,6,19,4,1,4 +powerte01,1985,1,CIN,NL,8,6,64,0,0,0,27,240,65,24,2,45,42,0.227,2.70,8,1,1,0,342,50,27,6,4,8 +pricejo02,1985,1,CIN,NL,2,2,26,8,0,0,1,194,59,28,10,23,52,0.242,3.90,7,2,0,0,274,5,35,2,5,3 +quiseda01,1985,1,KCA,AL,8,9,84,0,0,0,37,387,142,34,8,16,54,0.280,2.37,5,0,1,0,532,76,41,4,3,15 +rasmude01,1985,1,NYA,AL,3,5,22,16,2,0,0,305,97,45,10,42,63,0.255,3.98,1,3,1,1,429,1,56,1,5,11 +rawlesh01,1985,1,PHI,NL,13,8,36,31,6,2,0,596,188,73,16,81,106,0.249,3.31,6,7,2,0,849,1,82,6,5,18 +reardje01,1985,1,MON,NL,2,8,63,0,0,0,41,263,68,31,7,26,67,0.209,3.18,4,2,1,0,356,50,31,3,1,3 +reedje01,1985,1,CLE,AL,3,5,33,5,0,0,8,217,67,33,12,19,37,0.245,4.11,2,4,3,0,301,19,41,2,4,7 +reuscri01,1985,1,PIT,NL,14,8,31,26,9,1,1,582,153,49,7,52,138,0.215,2.27,10,4,3,0,773,4,58,5,3,17 +reussje01,1985,1,LAN,NL,14,10,34,33,5,3,0,638,210,69,13,58,84,0.260,2.92,7,5,3,0,883,0,78,8,6,21 +rhoderi01,1985,1,PIT,NL,10,15,35,35,2,0,0,640,254,106,18,69,128,0.296,4.47,3,8,6,3,944,0,119,10,0,14 +righeda01,1985,1,NYA,AL,12,7,74,0,0,0,29,321,96,33,5,45,92,0.241,2.78,3,7,0,0,452,60,36,6,3,12 +rijojo01,1985,1,OAK,AL,6,4,12,9,0,0,0,191,57,25,6,28,65,0.239,3.53,2,0,1,0,272,1,26,5,0,1 +roberbe01,1985,1,MON,NL,3,3,42,0,0,0,2,204,58,26,5,22,34,0.232,3.44,5,1,2,5,280,15,28,6,0,3 +robindo01,1985,1,PIT,NL,5,11,44,6,0,0,3,286,95,41,6,42,65,0.255,3.87,11,2,2,0,418,22,49,2,0,10 +robinje01,1985,1,SFN,NL,0,0,8,0,0,0,0,37,16,7,2,10,8,0.333,5.11,1,1,0,0,59,0,11,0,1,5 +robinro01,1985,1,CIN,NL,7,7,33,12,0,0,1,325,107,48,11,32,76,0.259,3.99,3,3,1,0,453,9,53,3,4,7 +rogerst01,1985,1,MON,NL,2,4,8,7,1,0,0,114,51,24,1,20,18,0.329,5.68,1,0,0,1,179,1,25,2,2,4 +romanjo02,1985,1,CLE,AL,0,4,5,3,0,0,0,49,13,12,3,14,12,0.200,6.61,0,1,0,1,79,1,17,0,0,1 +romanro01,1985,1,CAL,AL,14,9,31,31,6,1,0,585,210,89,29,62,64,0.280,4.11,1,2,4,3,831,0,101,4,10,22 +romerra01,1985,1,CLE,AL,2,3,19,10,0,0,0,193,69,47,13,38,38,0.276,6.58,0,6,5,0,295,5,48,1,1,5 +rossma01,1985,1,HOU,NL,0,2,8,0,0,0,1,39,12,7,2,2,3,0.240,4.85,0,2,0,0,52,4,7,0,0,1 +rozemda01,1985,1,TEX,AL,3,7,34,4,0,0,7,264,100,41,10,22,42,0.287,4.19,3,1,2,0,374,16,45,1,1,10 +ruckeda01,1985,1,PHI,NL,3,2,39,3,0,0,1,238,83,38,6,40,41,0.279,4.31,6,2,2,0,350,11,42,4,6,10 +ruhleve01,1985,1,CLE,AL,2,10,42,16,1,0,3,375,139,60,16,30,54,0.283,4.32,6,2,2,0,532,7,65,4,4,11 +russeje01,1985,1,TEX,AL,3,6,13,13,0,0,0,186,85,52,10,27,44,0.324,7.55,1,2,2,0,295,0,55,1,3,4 +ruthvdi01,1985,1,CHN,NL,4,7,20,15,0,0,0,262,103,44,6,37,26,0.299,4.53,3,0,0,0,392,3,49,5,6,11 +ryanno01,1985,1,HOU,NL,10,12,35,35,4,0,0,696,205,98,12,95,209,0.239,3.80,8,14,9,2,983,0,108,11,12,16 +saberbr01,1985,1,KCA,AL,20,6,32,32,10,1,0,706,211,75,19,38,158,0.241,2.87,1,1,1,3,931,0,79,9,7,13 +sambijo01,1985,1,NYN,NL,0,0,8,0,0,0,0,32,21,15,1,8,3,0.420,12.66,0,0,0,0,60,2,18,1,1,1 +sanchlu01,1985,1,CAL,AL,2,0,26,0,0,0,2,184,67,39,9,27,34,0.283,5.72,3,2,1,0,268,16,41,0,3,8 +sandesc01,1985,1,CHN,NL,5,6,19,19,2,0,0,363,100,42,13,27,80,0.228,3.12,4,1,0,0,480,0,49,7,7,5 +schatda01,1985,1,MON,NL,3,5,24,15,1,0,0,313,101,44,13,31,64,0.259,3.80,0,4,0,0,431,2,52,7,3,12 +scherbi01,1985,1,DET,AL,3,2,48,0,0,0,0,198,62,32,10,41,46,0.248,4.36,13,5,1,0,299,14,35,5,2,4 +schirca01,1985,1,NYN,NL,2,1,10,4,0,0,0,79,43,26,4,11,21,0.368,8.89,0,2,3,1,131,2,27,0,0,4 +schmida01,1985,1,TEX,AL,7,6,51,4,1,1,5,257,81,30,6,22,46,0.246,3.15,8,2,0,1,356,35,36,3,2,9 +schroke01,1985,1,MIN,AL,9,12,29,26,6,0,0,482,164,89,28,59,74,0.272,4.99,2,2,0,0,679,1,95,9,8,8 +schulda01,1985,1,ATL,NL,0,0,9,0,0,0,0,32,19,8,4,3,10,0.404,6.75,0,0,0,0,50,5,8,0,0,2 +schuldo01,1985,1,CLE,AL,4,10,19,18,1,0,0,283,128,63,10,19,37,0.322,6.01,2,3,4,0,429,0,75,6,3,9 +scottmi03,1985,1,HOU,NL,18,8,36,35,4,2,0,665,194,81,20,80,137,0.235,3.29,4,7,3,2,922,1,91,6,6,15 +scurrro01,1985,1,PIT,NL,0,1,30,0,0,0,2,143,42,17,4,28,43,0.236,3.21,1,3,0,0,210,13,22,2,2,1 +scurrro01,1985,2,NYA,AL,1,0,5,0,0,0,1,38,5,4,2,10,17,0.125,2.84,1,0,0,0,51,2,4,1,0,2 +searara01,1985,1,ML4,AL,1,4,33,0,0,0,1,114,54,25,2,24,36,0.338,5.92,4,0,0,0,189,18,27,4,1,2 +seaveto01,1985,1,CHA,AL,16,11,35,33,6,1,0,716,223,84,22,69,134,0.248,3.17,6,10,8,0,993,0,103,7,8,20 +sebrabo01,1985,1,TEX,AL,0,2,7,4,0,0,0,61,26,17,4,14,13,0.306,7.52,2,0,1,0,102,0,17,0,2,1 +selleje01,1985,1,BOS,AL,2,0,4,4,1,0,0,67,24,9,1,7,6,0.273,3.63,1,1,0,0,97,0,10,1,1,4 +shielst01,1985,1,ATL,NL,1,2,23,6,0,0,0,204,86,39,9,32,29,0.320,5.16,6,6,1,0,311,3,46,6,3,12 +shinera01,1985,1,MON,NL,0,0,1,0,0,0,0,3,1,0,0,0,0,0.250,0.00,0,0,0,0,4,1,0,0,0,0 +shipada01,1985,1,PHI,NL,1,2,26,0,0,0,3,109,33,13,3,16,26,0.231,3.22,3,0,1,1,162,12,15,0,2,1 +shirlbo01,1985,1,NYA,AL,5,5,48,8,2,0,2,327,103,32,5,26,55,0.251,2.64,2,1,0,0,446,9,34,5,4,8 +shower01,1985,1,SDN,NL,12,11,35,35,5,2,0,699,212,80,27,87,141,0.243,3.09,7,4,5,0,977,0,95,9,5,19 +siskdo01,1985,1,NYN,NL,4,5,42,0,0,0,2,219,86,43,3,40,26,0.291,5.30,2,1,2,1,341,22,48,3,0,8 +slatoji01,1985,1,CAL,AL,6,10,29,24,1,0,1,445,162,72,22,63,60,0.284,4.37,1,8,2,0,645,3,82,5,5,19 +smithbr01,1985,1,MON,NL,18,5,32,32,4,2,0,667,193,72,12,41,127,0.232,2.91,3,1,1,1,890,0,85,13,4,21 +smithda02,1985,1,HOU,NL,9,5,64,0,0,0,27,238,69,20,3,17,40,0.235,2.27,5,4,1,1,315,46,26,3,1,8 +smithda03,1985,1,CAL,AL,0,0,4,0,0,0,0,15,5,4,1,1,3,0.278,7.20,0,0,0,0,20,2,4,0,1,1 +smithle02,1985,1,CHN,NL,7,4,65,0,0,0,33,293,87,33,9,32,112,0.242,3.04,6,4,1,0,397,57,35,3,1,12 +smithmi03,1985,1,MIN,AL,15,14,37,37,8,3,0,771,264,124,25,78,127,0.270,4.34,1,6,15,1,1088,0,134,10,7,21 +smithmi04,1985,1,CIN,NL,0,0,2,0,0,0,0,10,2,2,2,1,2,0.167,5.40,0,0,0,0,13,1,2,0,0,0 +smithro01,1985,1,CLE,AL,1,4,12,11,1,0,0,187,84,37,8,17,28,0.321,5.34,0,1,1,0,285,0,40,1,4,3 +smithza01,1985,1,ATL,NL,9,10,42,18,2,2,0,441,135,62,4,80,85,0.255,3.80,5,2,3,0,631,3,70,16,1,23 +snellna01,1985,1,BAL,AL,3,2,43,0,0,0,5,301,100,30,4,30,41,0.260,2.69,5,1,1,0,421,15,44,4,1,13 +snydebr01,1985,1,SEA,AL,1,2,15,6,0,0,1,106,44,25,2,19,23,0.306,6.37,2,4,1,2,166,5,28,1,1,3 +solanju01,1985,1,HOU,NL,2,2,20,0,0,0,0,101,34,13,5,13,17,0.262,3.48,2,2,0,0,144,9,13,1,0,2 +sorenla01,1985,1,CHN,NL,3,7,45,3,0,0,0,247,86,39,8,24,34,0.274,4.26,10,0,4,2,355,18,44,11,2,7 +sotoma01,1985,1,CIN,NL,12,15,36,36,9,1,0,770,196,102,30,104,214,0.211,3.58,3,8,2,2,1055,0,109,13,9,10 +spillda01,1985,1,CHA,AL,4,3,52,3,0,0,1,275,83,35,10,33,41,0.246,3.44,2,4,0,0,378,15,39,3,3,9 +stanlbo01,1985,1,BOS,AL,6,6,48,0,0,0,10,263,76,28,7,30,46,0.237,2.87,10,1,2,0,360,41,30,3,4,11 +stantmi01,1985,1,SEA,AL,1,2,24,0,0,0,1,87,32,17,4,21,17,0.278,5.28,3,2,3,0,140,11,20,1,0,4 +stantmi01,1985,2,CHA,AL,0,1,11,0,0,0,0,35,15,12,2,8,12,0.294,9.26,0,1,0,0,60,5,14,0,1,1 +stclara01,1985,1,MON,NL,5,3,42,0,0,0,0,206,69,30,3,26,25,0.265,3.93,7,1,1,0,294,14,32,6,1,10 +stewada01,1985,1,TEX,AL,0,6,42,5,0,0,4,244,86,49,13,37,64,0.273,5.42,5,5,2,1,361,29,53,5,2,5 +stewada01,1985,2,PHI,NL,0,0,4,0,0,0,0,13,5,3,0,4,2,0.278,6.23,0,2,0,0,22,3,4,0,0,0 +stewasa01,1985,1,BAL,AL,5,7,56,1,0,0,9,389,117,52,15,66,77,0.246,3.61,10,5,1,1,557,36,60,9,5,14 +stiebda01,1985,1,TOR,AL,14,13,36,36,8,2,0,795,206,73,22,96,167,0.213,2.48,3,4,9,1,1087,0,89,14,2,19 +stoddbo01,1985,1,DET,AL,0,0,8,0,0,0,1,40,15,10,3,5,11,0.268,6.75,0,2,0,0,61,3,11,0,0,1 +stoddti01,1985,1,SDN,NL,1,6,44,0,0,0,1,180,63,31,3,37,42,0.269,4.65,7,5,0,0,279,20,35,6,2,4 +stupejo01,1985,1,CIN,NL,8,5,33,13,1,0,0,297,116,50,8,37,38,0.303,4.55,3,1,0,1,432,11,60,5,7,13 +surhori01,1985,1,PHI,NL,1,0,2,0,0,0,0,3,2,0,0,0,1,0.500,0.00,0,0,0,0,4,0,0,0,0,0 +surhori01,1985,2,TEX,AL,0,1,7,0,0,0,2,25,12,7,2,3,8,0.343,7.56,0,0,0,0,39,5,7,1,0,1 +sutclri01,1985,1,CHN,NL,8,8,20,20,6,3,0,390,119,46,12,44,102,0.240,3.18,3,6,3,0,549,0,51,3,4,6 +suttebr01,1985,1,ATL,NL,7,7,58,0,0,0,23,265,91,44,13,29,52,0.267,4.48,4,0,3,0,382,50,46,7,2,4 +suttodo01,1985,1,OAK,AL,13,8,29,29,1,1,0,583,194,84,19,51,91,0.256,3.89,0,6,0,0,819,0,88,4,5,10 +suttodo01,1985,2,CAL,AL,2,2,5,5,0,0,0,95,27,13,6,8,16,0.233,3.69,0,0,0,0,124,0,13,0,0,3 +swaggbi01,1985,1,BAL,AL,0,0,1,0,0,0,0,5,3,1,0,2,2,0.375,5.40,1,0,0,0,10,0,1,0,0,0 +swiftbi02,1985,1,SEA,AL,6,10,23,21,0,0,0,362,131,64,8,48,55,0.279,4.77,5,5,5,3,532,0,71,6,3,13 +tananfr01,1985,1,TEX,AL,2,7,13,13,0,0,0,233,89,51,15,23,52,0.287,5.91,2,3,1,0,340,0,53,2,4,4 +tananfr01,1985,2,DET,AL,10,7,20,20,4,0,0,412,131,51,13,34,107,0.250,3.34,6,2,2,1,567,0,59,3,4,12 +tannebr01,1985,1,CHA,AL,1,2,10,4,0,0,0,81,34,16,1,13,9,0.309,5.33,3,0,2,0,128,3,17,2,1,3 +tekulke01,1985,1,PIT,NL,0,0,3,0,0,0,0,10,7,6,1,5,4,0.467,16.20,1,0,0,0,21,1,7,1,0,1 +tekulke01,1985,2,PHI,NL,4,10,58,0,0,0,14,217,67,24,4,25,36,0.246,2.99,9,0,2,0,306,41,28,5,2,6 +tellmto01,1985,1,OAK,AL,0,0,11,0,0,0,0,64,33,12,3,9,8,0.347,5.06,1,0,1,0,106,3,12,0,1,2 +terrewa01,1985,1,DET,AL,15,10,34,34,5,3,0,687,221,98,9,95,130,0.255,3.85,5,5,4,0,983,0,107,11,7,27 +thomaro02,1985,1,SEA,AL,7,0,40,0,0,0,1,281,66,35,8,48,70,0.202,3.36,12,4,2,2,385,9,37,2,7,10 +thompri01,1985,1,CLE,AL,3,8,57,0,0,0,5,240,95,56,8,48,30,0.303,6.30,6,6,6,2,379,24,63,5,6,17 +thurmma01,1985,1,SDN,NL,7,11,36,23,1,1,2,415,154,61,9,44,57,0.291,3.97,5,0,3,0,592,4,70,12,4,16 +tibbsja01,1985,1,CIN,NL,10,16,35,34,5,2,0,654,216,95,14,83,98,0.262,3.92,10,12,0,1,928,0,111,11,8,25 +tobikda01,1985,1,SEA,AL,1,0,8,0,0,0,1,27,10,6,2,3,8,0.286,6.00,0,1,0,0,40,4,8,0,2,0 +tolivfr01,1985,1,PHI,NL,0,4,11,3,0,0,1,75,27,13,2,17,23,0.273,4.68,1,0,0,0,117,4,15,0,1,0 +tomlida01,1985,1,PIT,NL,0,0,1,0,0,0,0,3,1,0,0,1,0,0.333,0.00,0,1,0,0,4,0,0,0,0,1 +troutst01,1985,1,CHN,NL,9,7,24,24,3,1,0,422,142,53,8,63,44,0.270,3.39,7,2,1,1,601,0,57,7,5,22 +trujimi01,1985,1,BOS,AL,4,4,27,7,1,0,1,252,112,45,7,23,19,0.320,4.82,1,1,3,0,379,7,55,1,2,12 +tudorjo01,1985,1,SLN,NL,21,8,36,36,14,10,0,825,209,59,14,49,169,0.209,1.93,4,4,5,0,1062,0,68,4,3,20 +tunnele01,1985,1,PIT,NL,4,10,24,23,0,0,0,397,126,59,11,57,74,0.251,4.01,4,3,1,0,565,1,70,3,2,10 +valenfe01,1985,1,LAN,NL,17,10,35,35,14,5,0,817,211,74,14,101,208,0.214,2.45,5,10,1,1,1109,0,92,13,8,21 +vandeed01,1985,1,SEA,AL,2,1,76,0,0,0,3,203,71,28,4,31,34,0.274,3.72,5,4,1,0,296,22,30,2,3,10 +violafr01,1985,1,MIN,AL,18,14,36,36,9,0,0,752,262,114,26,68,135,0.268,4.09,3,6,2,2,1059,0,136,5,5,17 +vonohda01,1985,1,CLE,AL,3,2,26,0,0,0,0,130,47,14,3,20,12,0.288,2.91,6,0,0,0,196,9,20,9,4,3 +vuckope01,1985,1,ML4,AL,6,10,22,22,1,0,0,338,134,69,16,48,55,0.298,5.51,2,3,7,0,511,0,74,5,1,10 +waddeto01,1985,1,CLE,AL,8,6,49,9,1,0,9,338,104,61,20,39,53,0.246,4.87,8,1,1,0,471,28,61,5,4,5 +waitsri01,1985,1,ML4,AL,3,2,24,0,0,0,1,141,67,34,3,20,24,0.340,6.51,5,1,0,0,220,8,37,2,1,6 +walkbo01,1985,1,PIT,NL,2,3,9,9,1,1,0,176,60,24,3,18,40,0.265,3.68,2,2,0,3,248,0,27,3,1,3 +waltege01,1985,1,SDN,NL,0,2,15,0,0,0,3,66,12,5,0,8,18,0.158,2.05,1,0,0,0,86,7,6,1,1,2 +wardco01,1985,1,SFN,NL,0,0,6,2,0,0,0,37,10,6,0,7,8,0.233,4.38,0,0,0,0,52,0,6,1,1,0 +wardlcu01,1985,1,MIN,AL,1,3,35,0,0,0,1,147,49,30,9,28,47,0.266,5.51,0,1,1,1,218,13,32,4,1,4 +wardlcu01,1985,2,CLE,AL,7,6,15,12,0,0,0,198,78,49,11,34,37,0.297,6.68,0,2,1,0,305,0,51,2,5,3 +warremi01,1985,1,OAK,AL,1,4,16,6,0,0,0,147,52,36,13,38,48,0.261,6.61,0,3,4,1,243,2,42,0,2,3 +wegmabi01,1985,1,ML4,AL,2,0,3,3,0,0,0,53,17,7,3,3,6,0.246,3.57,0,0,0,1,73,0,8,0,1,4 +wehrmda01,1985,1,CHA,AL,2,2,23,0,0,0,2,118,35,15,4,10,32,0.241,3.43,0,0,3,0,159,4,15,1,0,6 +welchbo01,1985,1,LAN,NL,14,4,23,23,8,3,0,502,141,43,16,35,96,0.225,2.31,2,7,6,4,675,0,49,6,2,6 +welshch01,1985,1,TEX,AL,2,5,25,6,0,0,0,229,101,35,11,25,31,0.316,4.13,3,5,4,0,351,4,40,1,1,7 +whitele01,1985,1,MIN,AL,0,0,5,0,0,0,1,22,12,9,4,2,4,0.353,11.05,0,1,0,0,36,2,9,0,0,0 +whitsed01,1985,1,NYA,AL,10,8,30,30,2,2,0,476,201,86,19,43,89,0.309,4.88,0,1,2,0,705,0,100,3,7,14 +wilcomi01,1985,1,DET,AL,1,3,8,8,0,0,0,117,51,21,6,14,20,0.315,4.85,2,2,0,0,177,0,24,1,0,5 +wilkibi01,1985,1,SEA,AL,0,2,2,2,0,0,0,18,8,9,2,6,5,0.333,13.50,1,0,0,0,30,0,9,0,0,1 +willica01,1985,1,CIN,NL,1,0,11,0,0,0,1,41,21,14,3,5,6,0.344,9.22,0,1,0,0,69,6,18,1,2,0 +willifr01,1985,1,SFN,NL,2,4,49,0,0,0,0,219,65,34,5,35,54,0.242,4.19,7,3,6,1,318,15,39,4,4,5 +willima03,1985,1,TEX,AL,2,1,6,3,0,0,0,78,20,7,3,10,22,0.211,2.42,0,2,0,0,106,1,7,1,0,4 +willsfr01,1985,1,SEA,AL,5,11,24,18,1,0,1,369,122,82,18,68,67,0.266,6.00,3,9,3,1,541,2,85,4,8,8 +winnji01,1985,1,PIT,NL,3,6,30,7,0,0,0,227,77,44,4,31,22,0.266,5.23,2,5,2,2,326,10,45,2,1,11 +wittmi01,1985,1,CAL,AL,15,9,35,35,6,1,0,750,228,99,22,98,180,0.243,3.56,6,11,4,1,1049,0,115,4,5,26 +wojnaed01,1985,1,SDN,NL,2,4,15,7,0,0,0,126,53,27,6,19,18,0.312,5.79,0,1,3,2,198,1,35,3,3,5 +woodwro01,1985,1,BOS,AL,1,0,5,2,0,0,0,80,17,5,0,9,16,0.168,1.69,0,0,2,0,113,3,8,1,0,0 +worreto01,1985,1,SLN,NL,3,0,17,0,0,0,5,65,17,7,2,7,17,0.215,2.91,2,2,0,0,88,11,7,0,2,2 +wrighri01,1985,1,TEX,AL,0,0,5,0,0,0,0,23,5,4,0,5,7,0.185,4.70,1,0,0,0,32,1,4,0,0,1 +yettri01,1985,1,MIN,AL,0,0,1,1,0,0,0,1,1,1,0,2,0,0.333,27.00,0,1,0,0,5,0,1,0,0,0 +youmafl01,1985,1,MON,NL,4,3,14,12,0,0,0,231,57,21,3,49,54,0.206,2.45,1,5,1,0,331,2,27,2,2,6 +youngcu01,1985,1,OAK,AL,0,4,19,7,0,0,0,138,57,37,15,22,19,0.300,7.24,0,1,1,0,214,5,38,0,1,4 +youngma01,1985,1,SEA,AL,12,19,37,35,5,2,1,655,242,119,23,76,136,0.282,4.91,3,6,7,2,951,2,135,7,3,19 +zachrpa01,1985,1,PHI,NL,0,0,10,0,0,0,0,38,14,6,1,11,8,0.280,4.26,1,1,0,0,61,1,7,0,0,1 +zahnge01,1985,1,CAL,AL,2,2,7,7,1,1,0,111,44,18,5,14,14,0.299,4.38,0,1,0,0,164,0,19,2,1,5 +aasedo01,1986,1,BAL,AL,6,7,66,0,0,0,34,245,71,27,6,28,67,0.234,2.98,2,4,0,0,337,58,29,3,2,7 +ackerji01,1986,1,TOR,AL,2,4,23,5,0,0,0,180,63,29,6,22,32,0.281,4.35,3,3,2,1,259,6,34,6,5,6 +ackerji01,1986,2,ATL,NL,3,8,21,14,0,0,0,285,100,40,7,26,37,0.274,3.79,3,2,1,0,402,3,47,6,4,8 +agostju01,1986,1,CHA,AL,0,2,9,0,0,0,0,14,6,4,0,4,3,0.300,7.71,0,0,0,0,24,1,5,0,0,0 +agostju01,1986,2,MIN,AL,1,2,17,1,0,0,1,61,43,20,1,14,9,0.448,8.85,0,1,2,0,115,3,25,2,0,5 +aguilri01,1986,1,NYN,NL,10,7,28,20,2,0,0,425,145,61,15,36,104,0.263,3.88,1,5,7,3,605,2,70,6,5,8 +akerfda01,1986,1,OAK,AL,0,0,2,0,0,0,0,16,7,4,2,3,5,0.304,6.75,1,2,0,0,26,2,5,0,0,0 +alexado01,1986,1,TOR,AL,5,4,17,17,3,0,0,333,120,55,18,20,65,0.273,4.46,1,1,4,0,470,0,56,3,3,6 +alexado01,1986,2,ATL,NL,6,6,17,17,2,0,0,352,135,50,9,17,74,0.287,3.84,1,1,0,0,496,0,58,8,1,11 +allenne01,1986,1,CHA,AL,7,2,22,17,2,2,0,339,101,48,8,38,57,0.244,3.82,1,4,2,0,466,1,50,5,7,5 +anderal02,1986,1,MIN,AL,3,6,21,10,1,0,0,253,106,52,11,30,51,0.316,5.55,3,2,1,2,371,3,54,2,3,10 +anderla02,1986,1,PHI,NL,0,0,10,0,0,0,0,38,19,6,0,3,9,0.388,4.26,0,0,0,0,55,1,8,2,1,2 +anderla02,1986,2,HOU,NL,2,1,38,0,0,0,1,194,64,20,2,23,33,0.276,2.78,10,1,1,0,268,7,22,8,4,7 +anderri02,1986,1,NYN,NL,2,1,15,5,0,0,1,149,45,15,3,11,21,0.245,2.72,3,1,0,1,201,4,17,2,4,3 +andujjo01,1986,1,OAK,AL,12,7,28,26,7,1,1,466,139,66,23,56,72,0.239,3.82,1,2,4,4,647,2,70,1,4,12 +aquinlu01,1986,1,TOR,AL,1,1,7,0,0,0,0,34,14,8,2,3,5,0.304,6.35,1,1,0,0,50,3,8,0,1,0 +armstmi01,1986,1,NYA,AL,0,1,7,1,0,0,0,26,13,9,4,5,8,0.351,9.35,1,0,0,0,42,4,9,0,0,0 +arnolto01,1986,1,BAL,AL,0,2,11,0,0,0,0,76,25,10,0,11,7,0.278,3.55,3,0,0,0,104,3,15,3,0,9 +arnsbbr01,1986,1,NYA,AL,0,0,2,1,0,0,0,24,13,3,1,1,3,0.342,3.38,0,0,0,0,39,1,3,0,0,1 +arroyfe01,1986,1,OAK,AL,0,0,1,0,0,0,0,0,0,0,0,3,0,,,0,0,0,0,3,0,0,0,0,0 +assenpa01,1986,1,ATL,NL,7,3,61,0,0,0,7,205,61,19,5,26,56,0.241,2.50,4,2,0,3,287,27,23,7,1,7 +atherke01,1986,1,OAK,AL,1,2,13,0,0,0,0,46,18,10,2,11,8,0.295,5.87,1,0,0,0,75,5,10,1,2,0 +atherke01,1986,2,MIN,AL,5,8,47,0,0,0,10,245,82,34,9,35,59,0.264,3.75,3,2,1,0,356,31,37,5,4,6 +bailesc01,1986,1,CLE,AL,10,10,62,10,0,0,7,338,123,62,12,43,60,0.276,4.95,5,4,1,2,500,22,70,7,4,10 +bairdo01,1986,1,OAK,AL,2,3,31,0,0,0,4,135,37,15,5,18,40,0.224,3.00,0,2,0,0,189,17,15,3,3,1 +balleja01,1986,1,CHN,NL,2,4,36,0,0,0,5,161,58,32,7,28,42,0.275,5.37,4,2,2,4,248,16,37,4,3,0 +bankhsc01,1986,1,KCA,AL,8,9,24,17,0,0,0,363,121,62,14,37,94,0.259,4.61,7,1,3,0,517,2,66,5,5,7 +bannifl01,1986,1,CHA,AL,10,14,28,27,6,1,0,496,162,65,17,48,92,0.259,3.54,0,5,2,0,688,0,81,7,5,16 +bargagr01,1986,1,SLN,NL,0,2,22,0,0,0,0,82,36,17,3,10,12,0.330,5.60,1,2,3,0,126,10,19,2,2,4 +beattji01,1986,1,SEA,AL,0,6,9,7,0,0,0,121,57,27,7,14,24,0.341,6.02,2,1,3,0,188,0,28,2,2,4 +beckwjo01,1986,1,LAN,NL,0,0,15,0,0,0,0,55,28,14,5,6,13,0.350,6.87,0,0,0,0,86,4,16,0,0,2 +bedrost01,1986,1,PHI,NL,8,6,68,0,0,0,29,271,79,34,12,34,82,0.232,3.39,10,5,0,2,381,56,39,3,3,4 +beller01,1986,1,BAL,AL,1,2,4,4,0,0,0,70,23,13,4,14,18,0.258,5.01,0,0,0,0,105,0,14,1,1,3 +berenbr01,1986,1,NYN,NL,2,2,14,7,0,0,0,119,47,28,5,22,30,0.299,6.35,0,4,1,0,184,2,30,1,3,4 +berenju01,1986,1,SFN,NL,2,3,46,4,0,0,4,220,64,22,4,44,72,0.242,2.70,3,4,2,2,314,17,23,2,1,5 +bestka01,1986,1,SEA,AL,2,3,26,0,0,0,1,107,35,16,3,21,23,0.255,4.04,2,2,1,1,163,15,19,2,2,1 +bielemi01,1986,1,PIT,NL,6,11,31,27,0,0,0,446,149,77,10,83,83,0.262,4.66,3,7,2,5,667,0,87,7,6,7 +birkbmi01,1986,1,ML4,AL,1,1,7,4,0,0,0,66,24,11,0,12,13,0.282,4.50,0,1,0,0,97,2,12,0,0,4 +birtsti01,1986,1,OAK,AL,0,0,2,0,0,0,0,6,2,5,1,4,1,0.286,22.50,1,0,0,0,12,2,5,1,0,0 +bittije01,1986,1,PHI,NL,1,1,3,3,0,0,0,44,16,9,2,7,8,0.271,5.52,1,2,1,2,68,0,10,1,0,0 +blackbu02,1986,1,KCA,AL,5,10,56,4,0,0,9,363,100,43,14,43,68,0.225,3.20,5,2,7,2,503,26,49,4,4,9 +bluevi01,1986,1,SFN,NL,10,10,28,28,0,0,0,470,137,57,19,77,100,0.239,3.27,3,5,0,1,663,0,65,7,6,10 +blylebe01,1986,1,MIN,AL,17,14,36,36,16,3,0,815,262,121,50,58,215,0.250,4.01,4,4,10,0,1126,0,134,5,4,19 +bockura01,1986,1,SFN,NL,0,0,5,0,0,0,0,21,7,2,1,6,4,0.241,2.57,1,0,0,0,36,1,5,1,0,0 +boddimi01,1986,1,BAL,AL,14,12,33,33,7,0,0,655,214,114,30,74,175,0.255,4.70,4,7,11,0,934,0,125,3,6,11 +boevejo01,1986,1,SLN,NL,0,1,11,0,0,0,0,65,19,4,2,11,8,0.232,1.66,0,1,0,0,93,4,5,0,0,2 +bookegr01,1986,1,SDN,NL,1,0,9,0,0,0,0,33,10,2,0,4,7,0.233,1.64,2,0,0,0,47,4,5,0,0,1 +bordiri01,1986,1,BAL,AL,6,4,52,1,0,0,3,321,105,53,13,41,83,0.254,4.46,5,1,4,0,464,22,56,2,3,7 +bosioch01,1986,1,ML4,AL,0,4,10,4,0,0,0,104,41,27,9,13,29,0.293,7.01,0,2,0,1,154,3,27,1,0,3 +boydoi01,1986,1,BOS,AL,16,10,30,30,10,0,0,643,222,90,32,45,129,0.265,3.78,1,3,2,0,893,0,99,3,6,15 +browncu03,1986,1,MON,NL,0,1,6,0,0,0,0,36,15,4,0,2,4,0.319,3.00,2,0,0,0,53,2,6,3,1,1 +brownke01,1986,1,TEX,AL,1,0,1,1,0,0,0,15,6,2,0,0,4,0.316,3.60,0,0,0,0,19,0,2,0,0,0 +brownmi01,1986,1,BOS,AL,4,4,15,10,0,0,0,172,72,34,10,25,32,0.316,5.34,1,3,1,0,260,2,35,3,3,6 +brownmi01,1986,2,SEA,AL,0,2,6,2,0,0,0,47,19,13,4,11,9,0.302,7.47,0,1,0,1,74,0,14,0,0,1 +brownto05,1986,1,CIN,NL,14,13,39,39,4,2,0,730,225,103,26,70,147,0.245,3.81,6,3,1,0,1016,0,123,14,12,16 +brydetr01,1986,1,CAL,AL,2,1,16,0,0,0,0,103,38,25,4,21,25,0.290,6.55,0,2,2,0,159,7,25,1,4,4 +burketi01,1986,1,MON,NL,9,7,68,2,0,0,4,304,103,33,7,46,82,0.261,2.93,13,4,4,0,451,25,37,6,2,7 +burrira01,1986,1,SLN,NL,4,5,23,10,0,0,0,246,92,51,13,32,34,0.287,5.60,4,0,4,0,361,5,52,4,0,9 +burttde01,1986,1,MIN,AL,0,0,3,0,0,0,0,6,7,7,1,3,1,0.538,31.50,1,0,0,0,16,1,7,0,0,0 +butchjo01,1986,1,MIN,AL,0,3,16,10,1,0,0,210,82,49,11,24,29,0.296,6.30,1,4,1,0,308,1,50,1,3,12 +butchjo01,1986,2,CLE,AL,1,5,13,8,1,1,0,152,86,39,6,13,16,0.381,6.93,0,2,3,0,246,4,43,1,3,7 +butersa01,1986,1,CIN,NL,0,0,1,0,0,0,0,3,0,0,0,1,1,0.000,0.00,0,0,0,0,4,1,0,0,0,0 +calhoje01,1986,1,HOU,NL,1,0,20,0,0,0,0,80,28,11,3,12,14,0.264,3.71,1,2,0,0,119,7,16,1,0,2 +camacer01,1986,1,CLE,AL,2,4,51,0,0,0,20,172,60,26,1,31,36,0.269,4.08,6,3,2,1,267,37,26,5,6,2 +campbbi02,1986,1,DET,AL,3,6,34,0,0,0,3,167,46,24,5,21,37,0.230,3.88,5,1,1,0,229,19,26,4,3,6 +candejo01,1986,1,CAL,AL,10,2,16,16,1,1,0,275,68,26,4,26,81,0.206,2.55,2,2,3,1,365,0,30,3,3,4 +candito01,1986,1,CLE,AL,16,12,36,34,17,3,0,757,234,100,18,106,167,0.246,3.57,0,12,8,4,1078,1,112,3,9,26 +carltst01,1986,1,PHI,NL,4,8,16,16,0,0,0,249,102,57,15,45,62,0.297,6.18,4,3,0,0,393,0,70,2,3,10 +carltst01,1986,2,SFN,NL,1,3,6,6,0,0,0,90,36,17,4,16,18,0.303,5.10,0,2,1,1,140,0,20,4,0,1 +carltst01,1986,3,CHA,AL,4,3,10,10,0,0,0,190,58,26,6,25,40,0.252,3.69,0,2,0,1,259,0,30,2,2,11 +carmado01,1986,1,PHI,NL,10,5,50,14,2,1,1,403,113,48,11,52,98,0.234,3.22,11,6,3,2,545,13,50,5,3,9 +carych01,1986,1,DET,AL,1,2,22,0,0,0,0,95,33,12,3,15,21,0.273,3.41,4,1,0,1,140,6,18,2,2,3 +caudibi01,1986,1,TOR,AL,2,4,40,0,0,0,2,109,36,25,6,17,32,0.254,6.19,1,0,2,1,163,20,25,2,0,0 +cerutjo01,1986,1,TOR,AL,9,4,34,20,2,1,1,436,150,67,25,47,89,0.268,4.15,2,8,1,0,616,3,73,4,5,14 +chadwra01,1986,1,CAL,AL,0,5,7,7,0,0,0,82,39,22,5,15,9,0.336,7.24,0,1,1,0,133,0,26,1,0,2 +childro01,1986,1,PHI,NL,0,0,2,0,0,0,0,8,4,2,0,1,1,0.364,6.75,0,0,0,0,12,0,3,0,0,1 +clancji01,1986,1,TOR,AL,14,14,34,34,6,3,0,658,202,96,24,63,126,0.243,3.94,0,4,4,0,913,0,100,5,9,13 +clarkbr01,1986,1,CHA,AL,0,0,5,0,0,0,0,24,8,4,0,2,5,0.276,4.50,0,0,0,0,31,2,4,0,0,2 +clarkst02,1986,1,TOR,AL,0,1,10,0,0,0,0,38,18,13,4,10,9,0.375,9.24,1,0,0,2,62,6,13,3,1,2 +clearma01,1986,1,ML4,AL,5,5,59,0,0,0,16,221,53,18,4,36,85,0.201,2.20,2,8,1,2,306,52,23,1,4,5 +clemepa01,1986,1,PIT,NL,0,4,65,0,0,0,2,183,53,19,1,32,31,0.251,2.80,6,2,2,0,256,19,20,7,4,8 +clemero02,1986,1,BOS,AL,24,4,33,33,10,1,0,762,179,70,21,67,238,0.195,2.48,0,11,4,3,997,0,77,4,6,14 +cluttbr01,1986,1,ML4,AL,0,1,20,0,0,0,0,170,68,27,8,16,38,0.296,4.29,2,2,2,0,250,7,32,1,1,3 +cocanja01,1986,1,ML4,AL,0,1,17,2,0,0,0,134,40,22,1,38,22,0.248,4.43,0,5,2,0,205,2,29,3,1,9 +codirch01,1986,1,OAK,AL,5,8,16,16,1,0,0,275,91,41,15,38,43,0.250,4.03,2,4,2,0,406,0,54,1,1,4 +coneda01,1986,1,KCA,AL,0,0,11,0,0,0,0,68,29,14,2,13,21,0.309,5.56,1,3,1,0,108,5,14,0,0,0 +conroti01,1986,1,SLN,NL,5,11,25,21,1,0,0,346,122,67,15,56,79,0.275,5.23,7,7,3,0,513,2,72,0,10,11 +cookmi01,1986,1,CAL,AL,0,2,5,1,0,0,0,27,13,9,3,7,6,0.333,9.00,1,0,0,0,46,1,12,0,0,1 +corbedo01,1986,1,CAL,AL,4,2,46,0,0,0,10,236,66,32,11,22,36,0.231,3.66,2,2,1,0,312,32,36,1,2,15 +correed01,1986,1,TEX,AL,12,14,32,32,4,2,0,607,167,95,15,126,189,0.223,4.23,2,19,3,2,886,0,102,4,3,9 +cowlejo01,1986,1,CHA,AL,11,11,27,27,4,0,0,487,133,70,20,83,132,0.223,3.88,1,4,3,0,692,0,81,6,4,8 +coxda01,1986,1,SLN,NL,12,13,32,32,8,0,0,660,189,71,14,60,108,0.234,2.90,6,3,2,4,881,0,85,8,3,19 +crawfst01,1986,1,BOS,AL,0,2,40,0,0,0,4,172,69,25,5,19,32,0.308,3.92,7,2,0,0,248,15,29,3,2,9 +darliro01,1986,1,NYN,NL,15,6,34,34,4,2,0,711,203,74,21,81,184,0.234,2.81,2,7,3,3,967,0,84,10,6,18 +darwida01,1986,1,ML4,AL,6,8,27,14,5,1,0,391,120,51,13,35,80,0.246,3.52,1,5,3,0,537,4,62,5,6,12 +darwida01,1986,2,HOU,NL,5,2,12,8,1,0,0,163,50,14,3,9,40,0.239,2.32,0,2,0,1,222,2,19,1,3,3 +davisjo03,1986,1,CHA,AL,4,5,19,19,1,0,0,316,115,55,9,51,54,0.280,4.70,0,4,1,1,468,0,64,3,2,9 +davisma01,1986,1,SFN,NL,5,7,67,2,0,0,4,253,63,28,6,34,90,0.212,2.99,7,3,1,0,342,20,33,5,5,4 +davisro02,1986,1,MIN,AL,2,6,36,0,0,0,2,116,55,39,7,29,30,0.340,9.08,8,4,4,0,198,28,42,2,1,3 +davisro02,1986,2,CHN,NL,0,2,17,0,0,0,0,60,31,17,3,3,10,0.356,7.65,0,0,0,1,91,5,18,0,1,1 +davisst02,1986,1,BAL,AL,9,12,25,25,2,0,0,462,166,62,16,49,96,0.275,3.62,2,5,0,0,657,0,70,3,2,15 +davisst03,1986,1,TOR,AL,0,0,3,0,0,0,0,11,8,7,2,5,5,0.471,17.18,1,1,0,0,22,0,7,0,0,1 +dawlebi01,1986,1,CHA,AL,0,7,46,0,0,0,2,293,91,36,10,28,66,0.247,3.32,3,5,1,0,405,23,38,5,3,4 +dayleke01,1986,1,SLN,NL,0,3,31,0,0,0,5,116,42,14,1,11,33,0.275,3.26,3,0,1,0,170,13,19,4,1,3 +dedmoje01,1986,1,ATL,NL,6,6,57,0,0,0,3,299,90,33,8,39,58,0.242,2.98,5,3,4,2,424,22,43,7,2,9 +deleojo01,1986,1,PIT,NL,1,3,9,1,0,0,1,49,17,15,2,17,11,0.266,8.27,3,1,1,0,83,5,16,1,0,1 +deleojo01,1986,2,CHA,AL,4,5,13,13,1,0,0,237,49,26,7,42,68,0.179,2.96,0,6,4,0,325,0,30,4,1,3 +dennyjo01,1986,1,CIN,NL,11,10,27,27,2,1,0,514,179,80,15,56,115,0.272,4.20,9,2,4,1,731,0,89,9,4,18 +deshaji01,1986,1,HOU,NL,12,5,26,26,1,1,0,432,124,52,16,59,128,0.234,3.25,2,0,2,7,599,0,58,4,3,4 +diazca01,1986,1,LAN,NL,0,0,19,0,0,0,0,76,33,12,2,7,18,0.317,4.26,2,2,0,0,113,9,14,1,1,3 +dipinfr01,1986,1,HOU,NL,1,3,31,0,0,0,3,121,27,16,5,16,27,0.189,3.57,1,0,2,0,167,14,18,5,1,1 +dipinfr01,1986,2,CHN,NL,2,4,30,0,0,0,0,120,47,23,6,14,43,0.297,5.18,5,3,0,0,178,12,27,4,2,3 +dixonke01,1986,1,BAL,AL,11,13,35,33,2,0,0,607,194,103,33,83,170,0.249,4.58,6,7,1,3,874,1,111,5,6,14 +dotsori01,1986,1,CHA,AL,10,17,34,34,3,1,0,591,226,120,24,69,110,0.289,5.48,2,10,2,0,861,0,125,4,4,20 +downske01,1986,1,SFN,NL,4,4,14,14,1,0,0,265,78,27,5,30,64,0.236,2.75,7,3,3,2,372,0,29,4,4,6 +dozieto01,1986,1,OAK,AL,0,0,4,0,0,0,0,19,6,4,1,5,4,0.261,5.68,1,1,0,1,30,4,6,0,2,1 +drabedo01,1986,1,NYA,AL,7,8,27,21,0,0,0,395,126,60,13,50,76,0.251,4.10,1,2,3,0,561,2,64,5,2,5 +draveda01,1986,1,SDN,NL,9,11,26,26,3,1,0,484,149,55,17,54,87,0.246,3.07,7,0,1,1,677,0,68,12,5,9 +earlebi02,1986,1,SLN,NL,0,0,3,0,0,0,0,9,0,0,0,2,2,0.000,0.00,0,0,0,0,11,2,0,0,0,0 +easteja01,1986,1,CLE,AL,0,2,13,0,0,0,0,53,27,15,3,12,9,0.365,7.64,0,2,0,0,89,4,16,1,2,4 +eckerde01,1986,1,CHN,NL,6,11,33,32,1,0,0,603,226,102,21,43,137,0.285,4.57,3,2,3,5,862,0,109,13,10,6 +eichhma01,1986,1,TOR,AL,14,6,69,0,0,0,10,471,105,30,8,45,166,0.192,1.72,14,2,7,1,612,38,32,9,2,12 +fanslst01,1986,1,PIT,NL,0,3,5,5,0,0,0,72,20,10,2,15,13,0.247,3.75,0,0,0,0,99,0,12,2,1,4 +farrst01,1986,1,KCA,AL,8,4,56,0,0,0,8,328,90,38,10,39,83,0.228,3.13,8,4,4,1,443,33,39,3,2,10 +fernasi01,1986,1,NYN,NL,16,6,32,31,2,1,1,613,161,80,13,91,200,0.216,3.52,1,6,2,0,855,1,82,9,7,10 +filsope01,1986,1,MIN,AL,0,0,4,0,0,0,0,19,13,4,1,2,4,0.406,5.68,0,0,1,0,35,2,4,0,0,0 +filsope01,1986,2,CHA,AL,0,1,3,1,0,0,0,35,14,8,4,5,4,0.286,6.17,0,1,0,0,54,2,9,0,0,1 +finlech01,1986,1,CAL,AL,3,1,25,0,0,0,0,139,40,17,2,23,37,0.235,3.30,1,2,1,0,198,7,17,4,0,1 +fireost01,1986,1,SEA,AL,2,0,10,1,0,0,0,63,28,10,1,4,10,0.333,4.29,0,1,1,0,89,2,11,0,0,4 +fischto01,1986,1,CAL,AL,0,0,9,0,0,0,0,51,18,8,4,8,7,0.286,4.24,2,0,0,1,73,5,8,1,1,4 +fishebr01,1986,1,NYA,AL,9,5,62,0,0,0,6,290,105,53,14,37,67,0.277,4.93,2,2,1,0,424,26,61,5,2,13 +flanami01,1986,1,BAL,AL,7,11,29,28,2,0,0,516,179,81,15,66,96,0.270,4.24,4,8,1,1,747,0,95,10,6,21 +fontera01,1986,1,CHN,NL,3,5,42,0,0,0,2,168,57,24,5,21,24,0.266,3.86,3,4,0,1,241,11,30,6,0,5 +fontera01,1986,2,MIN,AL,0,0,15,0,0,0,0,49,27,18,3,4,10,0.360,9.92,0,2,2,0,81,7,19,0,0,2 +forscbo01,1986,1,SLN,NL,14,10,33,33,3,0,0,690,211,83,19,68,104,0.247,3.25,11,7,2,0,939,0,91,5,9,28 +forscke01,1986,1,CAL,AL,0,1,10,0,0,0,1,51,24,18,4,10,13,0.343,9.53,0,0,2,0,85,4,21,1,2,2 +forstte01,1986,1,CAL,AL,4,1,41,0,0,0,5,123,47,16,2,17,28,0.297,3.51,1,0,3,0,182,17,18,3,1,4 +francjo01,1986,1,CIN,NL,6,6,74,0,0,0,29,303,90,33,7,44,84,0.243,2.94,12,4,2,2,429,52,40,8,3,8 +frasewi01,1986,1,CAL,AL,0,0,1,1,0,0,0,13,6,4,0,1,2,0.353,8.31,0,0,0,0,20,0,4,1,1,0 +frazige01,1986,1,CHN,NL,2,4,35,0,0,0,0,155,63,31,5,34,41,0.310,5.40,4,3,1,0,243,12,36,2,3,2 +frazige01,1986,2,MIN,AL,1,1,15,0,0,0,6,80,23,13,2,16,25,0.232,4.39,1,1,0,0,119,10,13,1,3,1 +freemma02,1986,1,PHI,NL,2,0,3,3,0,0,0,48,6,4,0,10,8,0.120,2.25,0,1,0,0,61,0,4,0,1,2 +funkto01,1986,1,HOU,NL,0,0,8,0,0,0,0,25,10,6,1,6,2,0.286,6.48,0,0,0,0,41,2,6,0,0,0 +galveba01,1986,1,LAN,NL,0,1,10,0,0,0,0,62,19,9,3,12,11,0.241,3.92,2,0,0,2,91,2,10,0,0,0 +garbege01,1986,1,ATL,NL,5,5,61,0,0,0,24,234,76,22,3,20,56,0.260,2.54,7,4,1,0,319,48,23,5,1,11 +gardnwe01,1986,1,BOS,AL,0,0,1,0,0,0,0,3,1,1,0,0,1,0.333,9.00,0,0,0,0,4,0,1,0,1,0 +garresc01,1986,1,SFN,NL,13,9,53,18,2,0,10,521,144,60,17,74,125,0.231,3.11,11,9,2,1,717,27,65,10,7,20 +gibsobo02,1986,1,ML4,AL,1,2,11,1,0,0,0,80,23,14,3,23,11,0.232,4.73,1,3,0,0,123,5,18,0,1,1 +goodedw01,1986,1,NYN,NL,17,6,33,33,12,2,0,750,197,79,17,80,200,0.215,2.84,3,4,4,4,1020,0,92,10,8,13 +gordodo01,1986,1,TOR,AL,0,1,14,0,0,0,1,65,28,17,1,8,13,0.311,7.06,1,0,1,0,102,6,20,1,2,0 +gormato03,1986,1,PHI,NL,0,1,8,0,0,0,0,35,21,10,0,5,8,0.382,7.71,1,4,0,0,61,1,10,0,1,0 +gossari01,1986,1,SDN,NL,5,7,45,0,0,0,21,194,69,32,8,20,63,0.273,4.45,0,4,2,0,281,38,36,2,4,5 +gottji01,1986,1,SFN,NL,0,0,9,2,0,0,1,39,16,11,0,13,9,0.314,7.62,2,1,0,1,66,3,12,1,1,2 +grantma01,1986,1,SFN,NL,0,1,4,1,0,0,0,30,6,4,0,5,5,0.176,3.60,0,0,0,1,39,3,4,0,0,1 +grossgr01,1986,1,PHI,NL,0,0,1,0,0,0,0,2,1,0,0,1,2,0.333,0.00,0,0,0,0,4,1,0,0,0,0 +grosske01,1986,1,PHI,NL,12,12,37,36,7,2,0,725,240,108,28,94,154,0.260,4.02,2,2,8,1,1040,0,115,8,5,12 +guantce01,1986,1,PIT,NL,5,2,52,0,0,0,4,234,65,29,11,29,63,0.225,3.35,3,2,3,1,326,24,32,3,2,4 +gubicma01,1986,1,KCA,AL,12,6,35,24,3,2,0,542,155,73,8,84,118,0.233,3.64,2,15,5,0,765,2,77,4,8,12 +guettle01,1986,1,SEA,AL,0,4,41,4,1,0,0,228,108,62,7,30,38,0.347,7.34,3,2,4,0,353,8,67,3,5,15 +guidrro01,1986,1,NYA,AL,9,12,30,30,5,0,0,577,202,85,28,38,140,0.265,3.98,2,3,1,0,809,0,94,5,4,10 +gullibi01,1986,1,CIN,NL,15,12,37,37,6,2,0,734,245,92,24,60,121,0.264,3.38,10,3,2,0,1014,0,103,12,13,16 +gumpeda01,1986,1,CHN,NL,2,0,38,0,0,0,2,179,60,29,4,28,45,0.267,4.37,7,3,1,0,259,12,32,4,1,5 +guzmajo01,1986,1,TEX,AL,9,15,29,29,2,0,0,517,199,87,23,60,87,0.293,4.54,2,3,6,0,757,0,101,7,4,19 +haasmo01,1986,1,OAK,AL,7,2,12,12,1,0,0,217,58,22,4,19,40,0.218,2.74,1,0,1,0,290,0,23,2,2,4 +habyajo01,1986,1,BAL,AL,1,3,6,5,0,0,0,79,24,13,3,18,14,0.250,4.44,2,1,0,0,117,1,17,2,1,3 +halldr01,1986,1,CHN,NL,1,2,5,4,1,0,1,71,24,12,3,10,21,0.267,4.56,0,0,0,0,101,1,12,1,0,3 +hargeal01,1986,1,KCA,AL,0,1,5,1,0,0,0,39,18,9,1,7,4,0.340,6.23,2,0,1,0,61,2,9,0,0,3 +harrigr01,1986,1,TEX,AL,10,8,73,0,0,0,20,334,103,35,12,42,95,0.251,2.83,6,2,1,1,462,63,40,3,6,15 +havenbr01,1986,1,BAL,AL,3,3,46,0,0,0,1,213,64,36,7,29,57,0.248,4.56,1,6,0,0,294,19,37,6,1,7 +hawkian01,1986,1,SDN,NL,10,8,37,35,3,1,0,628,218,100,24,75,117,0.268,4.30,7,6,5,2,905,0,111,7,6,12 +haywara01,1986,1,SDN,NL,0,2,3,3,0,0,0,30,16,10,1,4,6,0.340,9.00,0,5,0,1,51,0,12,0,0,1 +heatone01,1986,1,CLE,AL,3,6,12,12,2,0,0,223,73,35,8,34,24,0.254,4.24,4,2,1,0,324,0,42,2,0,8 +heatone01,1986,2,MIN,AL,4,9,21,17,3,0,1,373,128,55,18,47,66,0.273,3.98,4,2,1,0,526,2,60,4,5,13 +henketo01,1986,1,TOR,AL,9,5,63,0,0,0,27,274,63,34,6,32,118,0.191,3.35,4,3,1,1,370,51,39,2,6,3 +henrydw01,1986,1,TEX,AL,1,0,19,0,0,0,0,58,14,10,1,22,17,0.209,4.66,0,7,1,1,93,4,11,1,2,1 +henslch01,1986,1,SFN,NL,0,0,11,0,0,0,1,22,5,2,2,2,6,0.179,2.45,0,0,0,1,30,2,2,0,0,0 +hernama01,1986,1,HOU,NL,2,3,9,4,0,0,0,83,33,12,2,12,9,0.306,3.90,3,1,0,0,125,1,15,4,1,1 +hernawi01,1986,1,DET,AL,8,7,64,0,0,0,24,266,87,35,13,21,77,0.251,3.55,1,2,5,1,376,53,35,1,3,4 +hershor01,1986,1,LAN,NL,14,14,35,35,8,1,0,694,213,99,13,86,153,0.243,3.85,11,12,5,3,988,0,112,14,6,16 +heskejo01,1986,1,MON,NL,6,5,15,15,0,0,0,248,92,46,11,31,67,0.283,5.01,4,4,2,3,362,0,46,2,2,4 +higuete01,1986,1,ML4,AL,20,11,34,34,15,4,0,745,226,77,26,74,207,0.241,2.79,5,3,3,0,1031,0,84,7,11,13 +hoffmgu01,1986,1,CHN,NL,6,2,32,8,1,0,0,252,92,36,6,29,47,0.288,3.86,7,5,2,1,357,6,37,4,3,10 +hollaal01,1986,1,NYA,AL,1,0,25,1,0,0,0,122,44,23,5,9,37,0.268,5.09,2,0,0,0,177,10,29,1,3,1 +holtobr01,1986,1,LAN,NL,2,3,12,3,0,0,0,73,28,12,1,6,24,0.292,4.44,2,1,1,0,106,4,13,2,1,2 +honeyri01,1986,1,LAN,NL,11,9,32,28,0,0,0,513,164,63,9,45,100,0.249,3.32,4,4,3,1,713,2,71,6,1,7 +hortori01,1986,1,SLN,NL,4,3,42,9,1,0,3,301,77,25,7,26,49,0.218,2.24,7,1,1,0,387,12,25,3,3,12 +houghch01,1986,1,TEX,AL,17,10,33,33,7,2,0,691,188,97,32,89,146,0.221,3.79,2,16,9,0,958,0,115,9,1,17 +howelja01,1986,1,OAK,AL,3,6,38,0,0,0,16,160,53,20,3,23,42,0.262,3.38,4,4,1,0,230,33,23,3,1,6 +howelke01,1986,1,LAN,NL,6,12,62,0,0,0,12,293,86,42,7,63,104,0.239,3.87,9,4,3,0,437,36,48,8,3,5 +hoytla01,1986,1,SDN,NL,8,11,35,25,1,0,0,477,170,91,27,68,85,0.276,5.15,8,2,3,2,699,2,100,10,3,8 +hudsoch02,1986,1,PHI,NL,7,10,33,23,0,0,0,432,165,79,20,58,82,0.291,4.94,1,2,0,2,638,2,87,10,3,12 +huismma01,1986,1,KCA,AL,0,1,10,0,0,0,1,52,18,8,1,6,13,0.269,4.15,0,1,0,0,74,5,8,0,1,2 +huismma01,1986,2,SEA,AL,3,3,36,1,0,0,4,240,80,33,18,19,59,0.256,3.71,0,4,1,0,334,14,39,0,2,10 +humeto01,1986,1,PHI,NL,4,1,48,1,0,0,4,283,89,29,5,34,51,0.252,2.77,5,6,3,0,402,9,37,5,7,8 +hurstbr01,1986,1,BOS,AL,13,8,25,25,11,4,0,523,169,58,18,50,167,0.256,2.99,2,6,3,0,721,0,63,5,3,14 +iorgda01,1986,1,SDN,NL,0,0,2,0,0,0,0,9,5,4,2,1,2,0.357,12.00,0,0,0,0,15,2,4,0,0,0 +jacksda02,1986,1,KCA,AL,11,12,32,27,4,1,1,557,177,66,13,79,115,0.256,3.20,1,7,4,0,789,3,83,10,4,24 +jacksmi02,1986,1,PHI,NL,0,0,9,0,0,0,0,40,12,5,2,4,3,0.250,3.38,1,0,2,0,54,4,5,0,0,2 +jacksro03,1986,1,MIN,AL,0,1,28,0,0,0,1,175,57,25,7,16,32,0.256,3.86,0,3,3,2,249,8,29,2,5,2 +jamesbo01,1986,1,CHA,AL,5,4,49,0,0,0,14,175,61,34,8,23,32,0.268,5.25,3,5,4,1,263,40,36,4,4,3 +johnsjo04,1986,1,ML4,AL,2,1,19,0,0,0,1,132,43,13,2,10,42,0.251,2.66,1,5,0,0,184,5,15,3,0,2 +johnsjo05,1986,1,ATL,NL,6,7,17,15,2,0,0,261,101,48,8,35,49,0.289,4.97,4,1,2,1,390,1,58,3,1,6 +johnsjo05,1986,2,TOR,AL,7,2,16,15,0,0,0,264,94,38,3,22,39,0.281,3.89,1,2,3,0,368,0,39,4,4,10 +johnto01,1986,1,NYA,AL,5,3,13,10,1,0,0,212,73,23,8,15,28,0.275,2.93,1,2,2,0,290,2,27,5,3,10 +jonesba01,1986,1,PIT,NL,3,4,26,0,0,0,3,112,29,12,3,21,29,0.215,2.89,2,2,0,0,159,10,16,2,1,4 +jonesdo01,1986,1,CLE,AL,1,0,11,0,0,0,1,54,18,5,0,6,12,0.257,2.50,1,0,1,0,79,5,5,1,1,1 +jonesji02,1986,1,SDN,NL,2,0,3,3,1,1,0,54,10,5,1,3,15,0.164,2.50,0,0,0,0,65,0,6,1,0,0 +jonesod01,1986,1,BAL,AL,2,2,21,0,0,0,0,148,58,21,4,23,32,0.305,3.83,6,2,0,0,219,12,22,2,4,6 +kellybr01,1986,1,DET,AL,1,2,6,4,0,0,0,60,21,10,4,10,18,0.269,4.50,1,0,0,0,88,1,11,0,0,3 +keougma02,1986,1,CHN,NL,2,2,19,2,0,0,0,87,36,16,4,12,19,0.316,4.97,2,4,1,2,129,3,17,2,0,3 +keougma02,1986,2,HOU,NL,3,2,10,5,0,0,0,105,22,12,5,18,25,0.180,3.09,2,2,1,0,143,2,14,1,1,3 +kepshku01,1986,1,SLN,NL,0,1,2,1,0,0,0,24,8,4,2,4,6,0.258,4.50,0,0,0,1,35,1,4,0,0,1 +kerfech01,1986,1,HOU,NL,11,2,61,0,0,0,7,281,71,27,5,42,77,0.213,2.59,3,7,2,2,390,29,32,6,7,8 +kernji01,1986,1,CLE,AL,1,1,16,0,0,0,0,82,34,24,1,23,11,0.298,7.90,0,3,3,0,142,4,28,2,0,3 +keyji01,1986,1,TOR,AL,14,11,36,35,4,2,0,696,222,92,24,74,141,0.256,3.57,1,3,3,0,959,0,98,10,6,21 +kinger01,1986,1,DET,AL,11,4,33,16,3,1,3,415,108,54,11,63,79,0.216,3.51,3,4,8,3,579,9,54,6,1,10 +kinnumi01,1986,1,BAL,AL,0,0,9,0,0,0,0,21,8,5,1,5,1,0.308,6.43,0,1,0,0,31,4,6,0,0,2 +kippebo01,1986,1,PIT,NL,6,8,20,19,0,0,0,342,123,51,17,34,81,0.272,4.03,3,3,2,3,496,1,60,3,3,3 +kneppbo01,1986,1,HOU,NL,17,12,40,38,8,5,0,774,232,90,19,62,143,0.242,3.14,13,5,4,0,1053,1,100,22,5,24 +knudsma01,1986,1,HOU,NL,1,5,9,7,0,0,0,128,48,20,5,15,20,0.279,4.22,5,1,1,0,191,1,23,3,0,0 +knudsma01,1986,2,ML4,AL,0,1,4,1,0,0,0,53,22,15,7,5,9,0.286,7.64,1,1,0,0,82,1,15,0,0,0 +krawcra01,1986,1,PIT,NL,0,1,12,0,0,0,0,37,17,10,3,10,7,0.321,7.30,0,0,0,0,65,2,13,1,1,0 +kruegbi01,1986,1,OAK,AL,1,2,11,3,0,0,1,103,40,23,4,13,10,0.301,6.03,0,3,0,1,149,4,25,1,2,2 +krukomi01,1986,1,SFN,NL,20,9,34,34,10,2,0,735,204,83,24,55,178,0.223,3.05,4,4,4,0,987,0,90,10,5,13 +lacosmi01,1986,1,SFN,NL,10,13,37,31,4,1,0,613,179,81,14,70,86,0.240,3.57,8,5,6,5,842,1,99,16,3,17 +laddpe01,1986,1,SEA,AL,8,6,52,0,0,0,6,212,69,30,10,18,53,0.258,3.82,3,2,3,0,294,33,33,0,6,7 +lahtije01,1986,1,SLN,NL,0,0,4,0,0,0,0,7,3,0,0,1,3,0.333,0.00,0,0,0,0,10,1,0,0,0,0 +lampde01,1986,1,TOR,AL,2,6,40,2,0,0,2,219,93,41,5,23,30,0.309,5.05,6,2,0,0,329,11,50,4,1,11 +landrbi01,1986,1,CIN,NL,0,0,10,0,0,0,0,40,23,10,0,4,14,0.390,6.75,0,0,0,0,65,4,11,1,1,2 +langfri01,1986,1,OAK,AL,1,10,16,11,0,0,0,165,69,45,13,18,30,0.300,7.36,0,2,1,0,251,1,49,0,2,3 +langsma01,1986,1,SEA,AL,12,14,37,36,9,0,0,718,234,129,30,123,245,0.255,4.85,1,10,4,3,1057,1,142,5,8,22 +lapoida01,1986,1,DET,AL,3,6,16,8,0,0,0,203,85,43,11,32,36,0.307,5.72,3,2,0,1,314,2,49,4,1,5 +lapoida01,1986,2,SDN,NL,1,4,24,4,0,0,0,184,67,29,8,24,41,0.276,4.26,4,1,1,4,274,4,37,5,1,5 +laskebi01,1986,1,SFN,NL,1,1,20,0,0,0,1,82,28,13,5,13,8,0.275,4.28,1,0,0,0,117,7,14,1,1,5 +lathabi01,1986,1,MIN,AL,0,1,7,2,0,0,0,48,24,13,1,6,8,0.358,7.31,0,0,1,0,77,2,14,1,2,3 +lawva01,1986,1,MON,NL,0,0,3,0,0,0,0,12,3,1,0,2,0,0.214,2.25,0,1,0,0,16,3,2,0,0,1 +lazorja01,1986,1,DET,AL,0,0,3,0,0,0,0,20,8,3,0,4,3,0.296,4.05,1,0,0,0,31,2,3,0,0,2 +leachte01,1986,1,NYN,NL,0,0,6,0,0,0,0,20,6,2,0,3,4,0.222,2.70,0,0,0,0,30,1,3,0,0,0 +learyti01,1986,1,ML4,AL,12,12,33,30,3,2,0,565,216,88,20,53,110,0.289,4.21,4,7,7,0,817,2,97,4,6,17 +leffecr01,1986,1,SDN,NL,9,8,83,0,0,0,4,323,98,37,7,44,72,0.253,3.09,11,1,1,1,446,36,41,9,5,10 +leibrch01,1986,1,KCA,AL,14,11,35,34,8,1,0,694,238,105,18,63,108,0.268,4.09,0,2,4,1,975,0,112,14,5,23 +leipeda01,1986,1,OAK,AL,2,2,33,0,0,0,1,95,28,17,3,18,15,0.252,4.83,4,2,2,0,136,9,17,2,3,2 +leonade01,1986,1,KCA,AL,8,13,33,30,5,2,0,578,207,95,22,51,114,0.275,4.44,6,6,4,1,821,0,106,4,9,12 +lerchra01,1986,1,PHI,NL,1,1,4,0,0,0,0,24,10,7,0,7,5,0.286,7.88,1,1,0,0,42,1,8,0,0,0 +lollati01,1986,1,BOS,AL,2,0,32,1,0,0,0,129,51,33,7,34,28,0.304,6.91,3,5,3,1,211,4,35,2,4,2 +lopezau01,1986,1,HOU,NL,3,3,45,0,0,0,7,234,64,30,6,25,44,0.221,3.46,1,0,0,0,321,22,32,3,4,3 +loyndmi01,1986,1,TEX,AL,2,2,9,8,0,0,1,126,49,25,4,19,33,0.290,5.36,1,2,2,0,193,1,30,1,2,3 +lucasga01,1986,1,CAL,AL,4,1,27,0,0,0,2,137,45,16,1,6,31,0.253,3.15,0,5,0,0,185,11,19,0,1,3 +lugour01,1986,1,CAL,AL,1,1,6,3,0,0,0,64,21,9,4,6,9,0.266,3.80,0,0,0,0,86,0,9,1,0,5 +lynched01,1986,1,NYN,NL,0,0,1,0,0,0,0,5,2,0,0,0,1,0.286,0.00,0,0,0,0,7,0,0,0,0,0 +lynched01,1986,2,CHN,NL,7,5,23,13,1,1,0,299,105,42,10,23,57,0.279,3.79,6,0,1,0,409,3,48,5,3,9 +maddemi01,1986,1,HOU,NL,1,2,13,6,0,0,0,119,47,18,3,22,30,0.297,4.08,3,5,0,0,185,1,20,4,1,3 +maddugr01,1986,1,CHN,NL,2,4,6,5,1,0,0,93,44,19,3,11,20,0.336,5.52,2,2,1,0,144,1,20,1,0,3 +maddumi01,1986,1,PHI,NL,3,7,16,16,0,0,0,234,88,47,6,34,44,0.286,5.42,4,4,3,2,351,0,56,3,3,5 +mahlemi01,1986,1,TEX,AL,0,2,29,5,0,0,3,189,71,29,3,29,28,0.295,4.14,2,5,3,0,278,8,31,1,4,9 +mahlemi01,1986,2,TOR,AL,0,0,2,0,0,0,0,3,1,0,0,0,0,0.200,0.00,0,0,1,0,6,0,0,0,0,0 +mahleri01,1986,1,ATL,NL,14,18,39,39,7,1,0,713,283,129,25,95,137,0.301,4.88,10,5,3,1,1056,0,139,10,8,28 +martide01,1986,1,BAL,AL,0,0,4,0,0,0,0,20,11,5,0,2,2,0.367,6.75,0,1,0,0,33,1,5,0,1,0 +martide01,1986,2,MON,NL,3,6,19,15,1,1,0,294,103,50,11,28,63,0.274,4.59,4,2,3,2,416,1,52,8,1,3 +martiti01,1986,1,BAL,AL,0,2,14,0,0,0,1,48,18,10,1,12,11,0.295,5.63,1,1,0,0,74,5,10,0,1,2 +masonmi01,1986,1,TEX,AL,7,3,27,22,2,1,0,405,135,65,11,56,85,0.257,4.33,3,5,0,1,587,2,71,3,3,9 +masonro01,1986,1,SFN,NL,3,4,11,11,1,0,0,180,56,32,5,30,43,0.250,4.80,3,1,3,0,262,0,35,2,3,4 +mathegr01,1986,1,SLN,NL,11,8,23,22,1,0,0,436,139,59,15,44,67,0.259,3.65,3,5,2,6,591,1,61,7,1,15 +mccaski01,1986,1,CAL,AL,17,10,34,33,10,2,0,739,207,92,19,92,202,0.229,3.36,1,10,5,2,1013,1,98,6,5,18 +mcclubo01,1986,1,ML4,AL,2,1,13,0,0,0,0,49,18,7,2,10,11,0.286,3.86,1,0,0,0,75,7,7,1,1,2 +mcclubo01,1986,2,MON,NL,2,5,52,0,0,0,6,188,53,21,2,23,42,0.233,3.02,2,1,1,1,257,15,22,3,2,7 +mcculla01,1986,1,SDN,NL,10,10,70,7,0,0,5,408,103,42,12,58,92,0.216,2.78,9,5,4,3,550,29,46,8,3,8 +mcdowro01,1986,1,NYN,NL,14,9,75,0,0,0,22,384,107,43,4,42,65,0.228,3.02,5,3,3,3,524,52,48,7,3,15 +mcgafan01,1986,1,MON,NL,10,5,48,14,1,1,2,428,114,42,9,55,104,0.223,2.65,8,5,2,4,583,8,49,10,5,11 +mcgresc01,1986,1,BAL,AL,11,15,34,33,4,2,0,609,216,102,35,57,95,0.270,4.52,0,5,3,0,868,1,110,3,6,14 +mckeojo01,1986,1,CHA,AL,3,1,30,0,0,0,1,99,18,9,2,17,18,0.165,2.45,2,0,0,0,129,5,10,1,2,2 +mcmurcr01,1986,1,ATL,NL,1,6,37,5,0,0,0,239,82,42,7,43,50,0.265,4.74,5,2,2,0,356,5,46,0,2,9 +mcwilla01,1986,1,PIT,NL,3,11,49,15,0,0,0,367,129,70,16,49,80,0.269,5.15,5,5,7,0,545,11,75,8,0,8 +meridro01,1986,1,TEX,AL,1,0,5,0,0,0,0,9,2,1,0,1,2,0.286,3.00,1,0,0,0,10,0,1,1,1,1 +mintogr01,1986,1,SFN,NL,4,4,48,0,0,0,5,206,63,30,4,34,34,0.251,3.93,15,3,1,0,296,28,35,7,3,8 +mirabpa01,1986,1,SEA,AL,0,0,8,0,0,0,0,19,13,6,1,3,6,0.419,8.53,0,1,0,0,34,2,7,0,0,0 +mitchjo02,1986,1,NYN,NL,0,1,4,1,0,0,0,30,10,4,1,4,2,0.278,3.60,0,2,0,0,40,1,4,0,0,2 +mohorda01,1986,1,TEX,AL,2,4,58,0,0,0,7,237,86,22,5,15,29,0.279,2.51,6,1,1,0,325,20,25,1,0,9 +montara01,1986,1,HOU,NL,0,0,1,0,0,0,0,3,1,1,0,2,0,0.250,9.00,0,0,0,0,6,0,1,0,0,0 +montejo01,1986,1,NYA,AL,0,0,4,0,0,0,0,37,9,3,2,5,3,0.200,2.19,0,0,0,0,50,1,3,0,0,0 +moonebi01,1986,1,OAK,AL,4,5,45,6,0,0,2,299,103,50,4,67,75,0.270,4.52,4,2,3,0,456,18,53,3,2,13 +mooredo01,1986,1,CAL,AL,4,5,49,0,0,0,21,218,60,24,10,22,53,0.228,2.97,4,4,0,1,295,42,28,7,3,6 +mooremi01,1986,1,SEA,AL,11,13,38,37,11,1,1,798,279,127,28,94,146,0.273,4.30,6,4,12,1,1145,1,141,10,6,28 +morgami01,1986,1,SEA,AL,11,17,37,33,9,1,1,649,243,109,24,86,116,0.286,4.53,3,8,4,1,951,2,122,7,3,28 +morrija02,1986,1,DET,AL,21,8,35,35,15,6,0,801,229,97,40,82,223,0.229,3.27,7,12,0,0,1092,0,105,7,3,20 +moyerja01,1986,1,CHN,NL,7,4,16,16,1,1,0,262,107,49,10,42,45,0.311,5.05,1,3,3,3,395,0,52,3,3,13 +mulhote01,1986,1,SFN,NL,1,7,15,10,0,0,0,164,51,30,3,35,27,0.251,4.94,2,6,1,0,245,1,33,5,1,7 +murphro01,1986,1,CIN,NL,6,0,34,0,0,0,1,151,26,4,0,21,36,0.155,0.72,2,5,0,0,195,12,4,3,3,3 +musseje01,1986,1,TOR,AL,0,0,6,0,0,0,0,16,8,6,1,5,4,0.333,10.13,1,0,0,0,29,0,7,0,0,1 +myersra01,1986,1,NYN,NL,0,0,10,0,0,0,0,32,11,5,1,9,13,0.256,4.22,1,0,1,0,53,5,5,0,0,1 +nelsoge01,1986,1,CHA,AL,6,6,54,1,0,0,6,344,118,49,7,41,70,0.271,3.85,5,3,3,0,488,26,52,7,1,9 +niedeto01,1986,1,LAN,NL,6,6,60,0,0,0,11,240,86,33,11,29,55,0.280,3.71,15,2,1,0,345,27,35,5,3,3 +niekrjo01,1986,1,NYA,AL,9,10,25,25,0,0,0,377,139,68,15,63,59,0.275,4.87,3,10,1,1,571,0,84,1,0,9 +niekrph01,1986,1,CLE,AL,11,11,34,32,5,0,0,631,241,101,24,95,81,0.287,4.32,1,9,6,2,951,1,126,7,2,22 +nielssc01,1986,1,NYA,AL,4,4,10,9,2,2,0,168,66,25,12,12,20,0.299,4.02,0,0,2,0,235,1,29,0,0,9 +niemara01,1986,1,NYN,NL,2,3,31,1,0,0,0,107,44,15,2,12,18,0.308,3.79,2,2,0,0,158,11,17,2,1,3 +nieveju01,1986,1,ML4,AL,11,12,35,33,4,3,0,554,224,101,17,77,116,0.299,4.92,0,3,1,1,834,0,124,3,5,20 +nippeal01,1986,1,BOS,AL,10,12,26,26,3,0,0,477,186,95,24,47,79,0.290,5.38,2,1,4,1,702,0,108,4,5,11 +nolesdi01,1986,1,CLE,AL,3,2,32,0,0,0,0,164,56,31,9,30,32,0.269,5.10,4,1,5,1,251,9,33,3,5,5 +nunezed01,1986,1,SEA,AL,1,2,14,1,0,0,0,65,25,14,5,5,17,0.284,5.82,1,0,0,0,93,6,15,0,0,0 +oelkebr01,1986,1,CLE,AL,3,3,35,4,0,0,1,207,70,36,13,40,33,0.262,4.70,2,4,6,0,318,8,38,3,2,8 +ojedabo01,1986,1,NYN,NL,18,5,32,30,7,2,0,652,185,62,15,52,148,0.230,2.57,3,2,2,1,871,1,72,10,3,19 +olwined01,1986,1,ATL,NL,0,0,37,0,0,0,1,143,35,18,5,17,37,0.207,3.40,7,5,1,2,189,12,20,1,1,6 +onealra01,1986,1,DET,AL,3,7,37,11,1,0,2,368,121,59,13,44,68,0.260,4.33,9,8,3,0,522,9,69,3,6,13 +ontivst02,1986,1,OAK,AL,2,2,46,0,0,0,10,218,72,38,10,25,54,0.265,4.71,3,4,1,0,305,27,40,1,6,8 +oroscje01,1986,1,NYN,NL,8,6,58,0,0,0,21,243,64,21,6,35,62,0.217,2.33,3,2,3,0,338,40,23,2,3,7 +owchibo01,1986,1,MON,NL,1,0,3,3,0,0,0,45,17,6,1,3,6,0.288,3.60,0,1,0,0,62,0,6,0,0,1 +ownberi01,1986,1,SLN,NL,1,3,17,3,0,0,0,128,47,18,4,19,25,0.294,3.80,0,2,2,0,185,4,20,2,2,3 +paceljo01,1986,1,DET,AL,0,0,5,0,0,0,1,33,10,5,0,13,5,0.294,4.09,1,0,0,1,51,1,5,2,2,1 +palmeda01,1986,1,ATL,NL,11,10,35,35,2,0,0,629,181,85,17,102,170,0.234,3.65,8,9,5,0,889,0,98,4,5,15 +parreje01,1986,1,MON,NL,0,1,12,0,0,0,0,61,19,11,3,13,21,0.247,4.87,0,2,0,0,91,6,11,0,1,1 +pastofr01,1986,1,MIN,AL,3,1,33,1,0,0,2,148,54,22,4,24,18,0.283,4.01,6,1,0,0,223,15,28,4,4,6 +pattebo01,1986,1,PIT,NL,2,3,11,5,0,0,0,109,49,20,0,5,20,0.322,4.95,2,0,0,1,159,2,20,1,1,2 +penaal01,1986,1,LAN,NL,1,2,24,10,0,0,1,210,74,38,6,30,46,0.270,4.89,5,1,1,1,309,6,40,3,1,3 +penahi01,1986,1,PIT,NL,0,3,10,1,0,0,1,25,7,8,3,3,6,0.206,8.64,1,0,1,0,38,3,10,0,0,0 +perrypa02,1986,1,SLN,NL,2,3,46,0,0,0,2,206,59,29,5,34,29,0.239,3.80,9,5,0,0,288,20,31,0,7,8 +petryda01,1986,1,DET,AL,5,10,20,20,2,0,0,348,122,60,15,53,56,0.268,4.66,3,5,5,0,520,0,78,3,3,12 +plesada01,1986,1,ML4,AL,10,7,51,0,0,0,14,273,81,30,5,29,75,0.240,2.97,1,4,0,0,377,33,34,6,5,4 +plunker01,1986,1,OAK,AL,4,7,26,15,0,0,0,361,91,71,14,102,98,0.214,5.31,2,9,5,6,537,2,75,2,3,13 +portuma01,1986,1,MIN,AL,6,10,27,15,3,0,1,338,112,54,10,50,67,0.265,4.31,1,5,1,0,481,7,56,5,3,16 +powelde01,1986,1,LAN,NL,2,7,27,6,0,0,0,196,65,31,5,25,31,0.272,4.27,7,7,1,2,272,5,32,5,2,9 +powerte01,1986,1,CIN,NL,10,6,56,10,0,0,1,387,115,53,13,52,95,0.245,3.70,10,5,1,1,537,30,59,9,6,13 +pricejo02,1986,1,CIN,NL,1,2,25,2,0,0,0,125,49,25,5,22,30,0.293,5.40,2,1,0,0,194,2,30,0,5,3 +puleoch01,1986,1,ATL,NL,1,2,5,3,1,0,0,73,13,8,4,12,18,0.160,2.96,1,0,1,0,97,2,10,2,1,1 +pulidal01,1986,1,NYA,AL,1,1,10,3,0,0,1,92,38,16,8,9,13,0.306,4.70,0,1,0,0,135,3,17,1,1,4 +quiseda01,1986,1,KCA,AL,3,7,62,0,0,0,12,244,92,25,2,24,36,0.291,2.77,12,0,3,0,352,54,30,4,5,10 +rasmude01,1986,1,NYA,AL,18,6,31,31,3,1,0,606,160,87,28,74,131,0.217,3.88,0,5,2,0,819,0,91,1,5,15 +rawlesh01,1986,1,PHI,NL,11,7,23,23,7,1,0,473,166,62,13,50,73,0.270,3.54,4,1,1,1,673,0,67,5,2,13 +reardje01,1986,1,MON,NL,7,9,62,0,0,0,35,267,83,39,12,26,67,0.251,3.94,2,0,1,0,368,48,42,9,1,8 +reedje01,1986,1,SEA,AL,4,0,11,4,0,0,0,104,38,12,3,13,16,0.273,3.12,0,1,0,0,152,4,13,0,0,3 +reuscri01,1986,1,PIT,NL,9,16,35,34,4,2,0,647,232,95,20,57,125,0.275,3.96,2,6,8,1,930,0,106,9,10,15 +reussje01,1986,1,LAN,NL,2,6,19,13,0,0,1,222,96,48,13,17,29,0.313,5.84,4,2,2,0,331,3,57,5,0,5 +reynocr01,1986,1,HOU,NL,0,0,1,0,0,0,0,3,3,3,0,2,1,0.500,27.00,0,1,0,0,8,1,3,0,0,0 +rhoderi01,1986,1,PIT,NL,15,12,34,34,12,1,0,761,211,80,17,76,159,0.228,2.84,8,6,2,4,1015,0,82,6,5,16 +righeda01,1986,1,NYA,AL,8,8,74,0,0,0,46,320,88,29,4,35,83,0.226,2.45,7,1,2,0,435,68,31,5,4,13 +rijojo01,1986,1,OAK,AL,9,11,39,26,4,0,1,581,172,100,24,108,176,0.237,4.65,7,6,4,4,856,9,116,10,9,4 +rileyge01,1986,1,MON,NL,0,0,10,0,0,0,0,26,7,4,0,8,5,0.212,4.15,3,0,1,0,43,4,4,0,1,0 +rittere01,1986,1,CLE,AL,0,0,5,0,0,0,0,30,14,7,1,4,6,0.341,6.30,0,0,1,0,48,2,10,0,2,1 +roberbe01,1986,1,MON,NL,0,4,21,0,0,0,1,86,33,20,2,10,20,0.295,6.28,3,1,1,2,128,10,20,3,2,1 +robindo01,1986,1,PIT,NL,3,4,50,0,0,0,14,208,61,26,5,27,53,0.237,3.38,3,4,2,1,295,41,27,5,4,3 +robinje01,1986,1,SFN,NL,6,3,64,1,0,0,8,313,92,39,8,32,90,0.234,3.36,7,11,1,0,431,22,46,1,3,8 +robinro01,1986,1,CIN,NL,10,3,70,0,0,0,14,350,110,42,10,43,117,0.253,3.24,8,3,2,0,487,32,44,4,3,7 +rodriri01,1986,1,OAK,AL,1,2,3,3,0,0,0,49,17,12,4,7,2,0.262,6.61,0,2,0,1,72,0,12,0,0,1 +romanjo02,1986,1,CLE,AL,1,2,6,5,0,0,0,66,23,16,3,17,9,0.280,6.55,0,0,1,0,105,0,20,1,4,2 +romanro01,1986,1,CAL,AL,5,8,18,18,1,1,0,319,124,65,13,44,38,0.297,5.50,0,4,0,0,470,0,68,3,5,9 +rozemda01,1986,1,TEX,AL,0,0,6,0,0,0,0,32,19,7,1,3,3,0.404,5.91,0,0,0,0,52,0,9,0,2,1 +ruckeda01,1986,1,PHI,NL,0,2,19,0,0,0,0,75,34,16,4,14,14,0.340,5.76,3,2,0,0,119,5,19,2,3,4 +ruffibr01,1986,1,PHI,NL,9,4,21,21,6,0,0,439,138,40,6,44,70,0.251,2.46,6,0,1,1,600,0,53,2,4,17 +ruhleve01,1986,1,CAL,AL,1,3,16,3,0,0,1,143,46,22,5,7,23,0.247,4.15,0,1,1,0,197,5,25,1,2,4 +russeje01,1986,1,TEX,AL,5,2,37,0,0,0,2,246,74,31,11,31,54,0.244,3.40,2,5,1,0,338,9,40,1,2,10 +ruthvdi01,1986,1,CHN,NL,0,0,6,0,0,0,0,32,12,6,4,6,3,0.293,5.06,0,0,0,0,47,3,9,0,0,3 +ryanno01,1986,1,HOU,NL,12,8,30,30,1,0,0,534,119,66,14,82,194,0.188,3.34,5,15,4,0,729,0,72,5,4,9 +saberbr01,1986,1,KCA,AL,7,12,30,25,4,2,0,468,165,72,15,29,112,0.268,4.15,1,1,2,1,652,4,77,3,3,9 +sambijo01,1986,1,BOS,AL,2,0,53,0,0,0,12,134,54,24,4,16,30,0.298,4.84,3,4,2,0,200,27,26,1,0,6 +sandesc01,1986,1,CHN,NL,9,11,37,28,1,1,1,509,165,79,21,37,124,0.255,4.19,2,3,2,1,697,2,85,6,5,10 +sauveri01,1986,1,PIT,NL,0,0,3,3,0,0,0,36,17,8,3,6,6,0.354,6.00,0,0,2,2,57,0,8,1,0,1 +schatda01,1986,1,MON,NL,3,2,30,1,0,0,1,177,53,21,6,19,33,0.240,3.20,2,1,0,0,244,9,29,2,2,5 +schatda01,1986,2,PHI,NL,3,3,25,0,0,0,1,88,28,11,3,16,14,0.252,3.38,7,0,0,0,131,10,14,3,1,3 +scherbi01,1986,1,DET,AL,0,1,13,0,0,0,0,63,19,17,3,22,16,0.244,7.29,4,1,1,0,103,8,19,2,0,2 +schirca01,1986,1,BOS,AL,4,2,25,0,0,0,9,153,36,8,5,15,55,0.201,1.41,2,1,1,0,198,21,8,2,1,4 +schmida01,1986,1,CHA,AL,3,6,49,1,0,0,8,277,94,34,10,27,67,0.264,3.31,7,5,5,0,394,21,37,3,3,10 +schroke01,1986,1,CLE,AL,14,7,34,33,3,1,0,618,217,104,34,49,87,0.271,4.54,3,2,12,1,883,1,118,8,12,17 +schuldo01,1986,1,CLE,AL,4,4,19,13,1,0,0,254,88,47,9,34,33,0.266,5.00,0,6,5,0,371,1,48,0,1,3 +scottmi03,1986,1,HOU,NL,18,10,37,37,7,5,0,826,182,68,17,72,306,0.186,2.22,6,3,2,0,1065,0,73,8,6,11 +scurrro01,1986,1,NYA,AL,1,2,31,0,0,0,2,118,38,16,1,22,36,0.252,3.66,1,5,2,0,177,10,18,2,0,3 +searara01,1986,1,ML4,AL,0,1,17,0,0,0,1,66,29,17,6,9,10,0.315,6.95,1,1,1,1,103,8,17,1,0,3 +searara01,1986,2,CHA,AL,1,0,29,0,0,0,0,87,15,2,1,19,26,0.156,0.62,3,0,0,0,117,9,3,0,2,1 +seaveto01,1986,1,CHA,AL,2,6,12,12,1,0,0,216,66,35,9,27,31,0.242,4.38,1,1,5,0,309,0,37,2,2,6 +seaveto01,1986,2,BOS,AL,5,7,16,16,1,0,0,313,114,44,8,29,72,0.278,3.80,1,3,2,0,450,0,46,5,4,8 +sebrabo01,1986,1,MON,NL,5,5,17,13,3,1,0,274,82,36,9,25,66,0.239,3.55,2,2,3,3,377,4,39,3,3,5 +selleje01,1986,1,BOS,AL,3,7,14,13,1,0,0,246,90,45,13,40,51,0.282,4.94,1,4,3,1,366,0,56,2,2,12 +shielst01,1986,1,ATL,NL,0,0,6,0,0,0,0,38,13,10,4,7,6,0.271,7.11,0,0,0,0,55,2,10,0,0,2 +shielst01,1986,2,KCA,AL,0,0,3,0,0,0,0,26,3,2,1,4,2,0.111,2.08,1,1,0,0,33,2,3,0,2,1 +shirlbo01,1986,1,NYA,AL,0,4,39,6,0,0,3,316,108,59,13,40,64,0.271,5.04,1,1,3,0,454,9,60,5,8,5 +shower01,1986,1,SDN,NL,9,5,24,22,2,0,0,409,109,45,11,69,94,0.225,2.97,4,3,4,2,569,1,47,10,1,6 +siskdo01,1986,1,NYN,NL,4,2,41,0,0,0,1,212,77,24,0,31,31,0.282,3.06,5,2,5,1,312,15,31,3,0,7 +slatoji01,1986,1,CAL,AL,4,6,14,12,0,0,0,220,84,46,9,29,31,0.295,5.65,1,1,2,0,323,1,52,1,6,5 +slatoji01,1986,2,DET,AL,0,0,22,0,0,0,2,120,46,18,5,11,12,0.288,4.05,3,1,1,0,174,12,18,0,2,2 +smilejo01,1986,1,PIT,NL,1,0,12,0,0,0,0,35,4,5,2,4,9,0.105,3.86,0,0,0,0,42,2,6,0,0,0 +smithbr01,1986,1,MON,NL,10,8,30,30,1,0,0,562,182,82,15,63,105,0.252,3.94,6,4,6,2,807,0,101,10,3,12 +smithda02,1986,1,HOU,NL,4,7,54,0,0,0,33,168,39,17,5,22,46,0.200,2.73,3,2,1,0,223,51,17,4,1,4 +smithle02,1986,1,CHN,NL,9,9,66,0,0,0,31,271,69,31,7,42,93,0.215,3.09,11,2,0,0,372,59,32,6,3,8 +smithmi03,1986,1,MIN,AL,13,14,34,33,8,1,0,594,234,105,26,57,114,0.294,4.77,4,15,14,1,880,1,123,5,8,24 +smithmi04,1986,1,CIN,NL,0,0,2,1,0,0,0,10,7,5,0,1,1,0.412,13.50,0,0,0,0,18,1,5,0,0,0 +smithro01,1986,1,MIN,AL,0,2,5,0,0,0,0,31,13,8,1,5,8,0.295,6.97,1,0,1,0,50,2,8,0,0,0 +smithza01,1986,1,ATL,NL,8,16,38,32,3,1,1,614,209,92,8,105,139,0.275,4.05,6,8,5,0,889,2,109,13,6,35 +snellna01,1986,1,BAL,AL,2,1,34,0,0,0,0,217,69,31,9,22,29,0.257,3.86,4,2,1,0,297,18,36,3,3,11 +soffra01,1986,1,SLN,NL,4,2,30,0,0,0,0,115,37,14,4,13,22,0.255,3.29,1,2,0,1,162,9,17,2,2,2 +solanju01,1986,1,HOU,NL,3,1,16,1,0,0,0,96,39,27,5,22,21,0.310,7.59,2,3,3,1,155,3,28,3,1,1 +sotoma01,1986,1,CIN,NL,5,10,19,19,1,1,0,315,113,55,15,46,67,0.280,4.71,6,3,1,0,461,0,61,6,4,6 +speckcl01,1986,1,ATL,NL,2,1,13,1,0,0,0,85,25,13,2,15,21,0.238,4.13,0,2,1,1,123,3,13,1,1,2 +stanlbo01,1986,1,BOS,AL,6,6,66,1,0,0,16,247,109,40,9,22,54,0.322,4.37,8,1,0,0,366,50,48,2,4,12 +stclara01,1986,1,MON,NL,2,0,11,0,0,0,1,57,13,5,2,6,21,0.186,2.37,1,1,0,0,76,2,5,0,0,1 +stewada01,1986,1,PHI,NL,0,0,8,0,0,0,0,37,15,9,1,4,9,0.306,6.57,0,1,0,3,56,2,9,0,3,0 +stewada01,1986,2,OAK,AL,9,5,29,17,4,1,0,448,137,62,15,65,102,0.242,3.74,0,9,3,0,644,2,67,4,4,9 +stewasa01,1986,1,BOS,AL,4,1,27,0,0,0,0,191,64,31,7,48,47,0.266,4.38,2,5,0,1,295,5,33,1,5,6 +stiebda01,1986,1,TOR,AL,7,12,37,34,1,1,1,615,239,108,29,87,127,0.297,4.74,1,7,15,0,919,2,128,6,6,21 +stoddbo01,1986,1,SDN,NL,1,0,18,0,0,0,1,70,20,6,1,11,17,0.227,2.31,1,2,1,0,102,5,7,1,1,1 +stoddti01,1986,1,SDN,NL,1,3,30,0,0,0,0,136,33,19,6,34,47,0.200,3.77,6,2,0,0,203,9,20,4,0,2 +stoddti01,1986,2,NYA,AL,4,1,24,0,0,0,0,148,41,21,6,23,34,0.232,3.83,3,3,0,0,208,6,23,6,2,4 +sutclri01,1986,1,CHN,NL,5,14,28,27,4,1,0,530,166,91,18,96,122,0.252,4.64,8,13,1,1,764,0,92,6,2,9 +suttebr01,1986,1,ATL,NL,2,0,16,0,0,0,3,56,17,9,3,9,16,0.243,4.34,2,0,0,0,80,11,9,1,0,2 +suttodo01,1986,1,CAL,AL,15,11,34,34,3,1,0,621,192,86,31,49,116,0.242,3.74,2,4,3,1,853,0,93,3,3,11 +swaggbi01,1986,1,BAL,AL,0,0,1,0,0,0,0,3,6,2,0,1,1,0.750,18.00,1,1,0,0,9,0,2,0,0,0 +swiftbi02,1986,1,SEA,AL,2,9,29,17,1,0,0,346,148,70,5,55,55,0.319,5.46,2,2,7,1,534,3,85,5,3,17 +swindgr01,1986,1,CLE,AL,5,2,9,9,1,0,0,185,57,29,9,15,46,0.243,4.23,0,3,1,2,255,0,35,3,1,1 +tananfr01,1986,1,DET,AL,12,9,32,31,3,1,0,565,196,87,23,65,119,0.268,4.16,9,7,3,1,812,1,95,8,5,18 +tekulke01,1986,1,PHI,NL,11,5,73,0,0,0,4,330,99,31,2,25,57,0.240,2.54,10,3,0,1,446,34,35,4,4,8 +terrewa01,1986,1,DET,AL,15,12,34,33,9,2,0,652,199,110,30,98,93,0.245,4.56,5,5,3,0,918,1,116,2,3,25 +terrysc01,1986,1,CIN,NL,1,2,28,3,0,0,0,167,66,38,8,32,32,0.300,6.14,3,2,0,0,258,7,40,5,1,4 +tewksbo01,1986,1,NYA,AL,9,5,23,20,2,0,0,391,144,48,8,31,49,0.282,3.31,0,3,5,2,558,0,58,4,7,13 +thigpbo01,1986,1,CHA,AL,2,0,20,0,0,0,7,107,26,7,1,12,20,0.205,1.77,0,0,1,0,142,14,7,1,1,4 +thurmma01,1986,1,SDN,NL,3,7,17,15,2,1,0,212,96,51,7,27,32,0.325,6.50,5,0,0,1,328,0,58,4,2,7 +thurmma01,1986,2,DET,AL,4,1,25,4,0,0,3,155,44,11,7,17,17,0.234,1.92,2,1,0,0,209,5,13,3,1,6 +tibbsja01,1986,1,MON,NL,7,9,35,31,3,2,0,571,181,84,12,70,117,0.256,3.97,3,7,3,2,797,2,96,13,4,18 +tolivfr01,1986,1,PHI,NL,0,2,5,5,0,0,0,77,28,10,0,11,20,0.286,3.51,0,2,0,0,112,0,14,3,0,3 +tomlida01,1986,1,MON,NL,0,0,7,0,0,0,0,31,13,6,1,7,6,0.317,5.23,2,1,1,0,52,6,8,2,1,1 +troutst01,1986,1,CHN,NL,5,7,37,25,0,0,0,483,184,85,6,78,69,0.298,4.75,13,6,1,1,711,3,88,9,6,18 +trujimi01,1986,1,BOS,AL,0,0,3,0,0,0,0,17,7,6,0,6,4,0.304,9.53,2,1,0,0,30,1,6,1,0,0 +trujimi01,1986,2,SEA,AL,3,2,11,4,1,1,1,124,32,11,5,15,19,0.215,2.40,1,0,0,0,167,4,11,2,1,5 +tudorjo01,1986,1,SLN,NL,13,7,30,30,3,0,0,657,197,71,22,53,107,0.244,2.92,5,2,1,1,879,0,81,9,8,18 +valdese01,1986,1,MON,NL,0,4,5,5,0,0,0,75,39,19,2,11,20,0.361,6.84,0,2,1,0,120,0,20,0,0,4 +valenfe01,1986,1,LAN,NL,21,11,34,34,20,3,0,808,226,94,18,85,242,0.226,3.14,5,13,1,0,1102,0,104,15,3,17 +vandeed01,1986,1,LAN,NL,1,5,60,0,0,0,0,214,83,27,8,33,42,0.290,3.41,7,1,1,0,325,29,32,4,1,2 +violafr01,1986,1,MIN,AL,16,13,37,37,7,1,0,737,257,123,37,83,191,0.268,4.51,0,12,3,0,1053,0,136,4,5,16 +vonohda01,1986,1,OAK,AL,0,3,24,0,0,0,1,46,18,6,0,7,4,0.300,3.52,2,1,0,0,68,3,7,1,0,2 +vosbeed01,1986,1,SDN,NL,0,1,5,3,0,0,0,41,17,10,1,9,8,0.304,6.59,1,0,0,1,65,0,11,0,0,1 +vuckope01,1986,1,ML4,AL,2,4,6,6,0,0,0,97,33,11,3,11,12,0.273,3.06,0,2,2,2,139,0,18,2,3,3 +walkbo01,1986,1,PIT,NL,7,8,44,15,1,1,2,425,129,59,14,64,78,0.251,3.75,7,12,3,1,592,7,66,6,5,20 +waltege01,1986,1,SDN,NL,2,2,57,0,0,0,1,294,89,42,7,49,84,0.247,3.86,7,6,4,0,422,19,47,5,3,9 +warddu01,1986,1,ATL,NL,0,1,10,0,0,0,0,48,22,13,2,8,8,0.349,7.31,0,0,0,1,73,6,13,2,0,4 +warddu01,1986,2,TOR,AL,0,1,2,1,0,0,0,6,3,3,0,4,1,0.300,13.50,0,1,1,0,15,1,4,0,0,0 +wegmabi01,1986,1,ML4,AL,5,12,35,32,2,0,0,595,217,113,32,43,82,0.279,5.13,2,5,7,2,836,1,120,4,5,20 +welchbo01,1986,1,LAN,NL,7,13,33,33,7,3,0,707,227,86,14,55,183,0.251,3.28,6,2,7,1,981,0,95,7,8,15 +welshch01,1986,1,CIN,NL,6,9,24,24,1,0,0,418,163,74,9,40,40,0.301,4.78,4,5,3,0,598,0,79,10,4,24 +whitsed01,1986,1,NYA,AL,5,2,14,4,0,0,0,111,54,31,5,23,27,0.335,7.54,1,2,0,0,189,6,37,2,3,2 +whitsed01,1986,2,SDN,NL,1,7,17,12,0,0,0,227,85,47,8,37,46,0.287,5.59,0,1,0,0,337,0,48,2,2,6 +wilcomi01,1986,1,SEA,AL,0,8,13,10,0,0,0,167,74,34,11,28,26,0.327,5.50,1,0,1,1,259,2,38,1,3,7 +willica01,1986,1,CIN,NL,1,3,29,0,0,0,0,157,54,26,4,32,24,0.280,4.47,9,3,1,1,233,7,29,5,1,9 +willifr01,1986,1,SFN,NL,3,1,36,0,0,0,1,157,35,7,0,21,33,0.212,1.20,4,1,4,0,194,12,8,3,1,9 +willimi02,1986,1,TEX,AL,8,6,80,0,0,0,8,294,69,39,8,79,90,0.202,3.58,8,5,11,5,435,38,39,1,3,14 +willsfr01,1986,1,CLE,AL,4,4,26,0,0,0,4,121,43,22,6,16,32,0.272,4.91,4,2,0,0,182,16,23,6,2,2 +winnji01,1986,1,PIT,NL,3,5,50,3,0,0,3,264,85,35,9,38,70,0.258,3.58,7,9,2,1,377,18,44,4,3,13 +wittbo01,1986,1,TEX,AL,11,9,31,31,0,0,0,473,130,96,18,143,174,0.223,5.48,2,22,3,3,741,0,104,3,9,6 +wittmi01,1986,1,CAL,AL,18,10,34,34,14,3,0,807,218,85,22,73,208,0.221,2.84,2,6,3,0,1071,0,95,3,5,28 +wojnaed01,1986,1,SDN,NL,2,2,7,7,1,0,0,117,42,14,2,16,19,0.268,3.23,3,0,1,0,176,0,19,2,0,6 +woodwro01,1986,1,BOS,AL,2,3,9,6,0,0,0,107,46,21,4,11,14,0.313,5.30,0,5,1,1,161,0,26,0,2,3 +worreto01,1986,1,SLN,NL,9,10,74,0,0,0,36,311,86,24,9,41,73,0.229,2.08,16,1,1,0,430,60,29,7,6,6 +wrighri01,1986,1,TEX,AL,1,0,21,1,0,0,0,118,44,22,1,21,23,0.284,5.03,0,2,0,0,177,2,22,1,0,5 +yettri01,1986,1,CLE,AL,5,3,39,3,1,1,1,236,84,45,10,37,50,0.275,5.15,4,8,1,0,350,17,48,2,4,3 +youmafl01,1986,1,MON,NL,13,12,33,32,6,2,0,657,145,86,14,118,202,0.189,3.53,4,10,4,1,905,1,93,6,7,10 +youngcu01,1986,1,OAK,AL,13,9,29,27,5,2,0,594,176,76,19,57,116,0.236,3.45,1,7,7,2,826,0,88,8,9,8 +youngma01,1986,1,SEA,AL,8,6,65,5,1,0,13,311,108,44,9,46,82,0.272,3.82,2,7,8,1,458,32,50,4,3,15 +aasedo01,1987,1,BAL,AL,1,0,7,0,0,0,2,24,8,2,1,4,3,0.276,2.25,0,0,0,0,33,6,2,0,0,2 +ackerji01,1987,1,ATL,NL,4,9,68,0,0,0,14,344,109,53,11,51,68,0.253,4.16,4,1,4,0,491,41,57,3,3,16 +agostju01,1987,1,HOU,NL,1,1,27,0,0,0,2,82,26,8,1,10,6,0.248,2.63,1,1,0,0,118,13,12,3,0,2 +aguilri01,1987,1,NYN,NL,11,3,18,17,1,0,0,345,124,46,12,33,77,0.276,3.60,2,9,3,0,494,0,53,7,2,14 +akerfda01,1987,1,CLE,AL,2,6,16,13,1,0,0,224,84,56,18,38,42,0.284,6.75,1,7,7,0,347,0,60,2,4,6 +aldrija01,1987,1,ML4,AL,3,1,31,0,0,0,0,175,71,32,8,13,22,0.306,4.94,3,1,2,1,253,9,33,3,3,8 +alexado01,1987,1,ATL,NL,5,10,16,16,3,0,0,353,115,54,21,27,64,0.257,4.13,5,2,2,0,481,0,57,1,3,8 +alexado01,1987,2,DET,AL,9,0,11,11,3,3,0,265,63,15,3,26,44,0.201,1.53,0,1,0,0,340,0,16,1,0,10 +allenne01,1987,1,CHA,AL,0,7,15,10,0,0,0,149,74,39,6,26,26,0.365,7.07,0,1,2,0,236,2,40,3,2,8 +allenne01,1987,2,NYA,AL,0,1,8,1,0,0,0,74,23,10,2,10,16,0.242,3.65,1,0,0,0,106,4,12,1,0,1 +anderal02,1987,1,MIN,AL,1,0,4,2,0,0,0,37,20,15,3,10,3,0.392,10.95,2,0,0,0,61,0,15,0,0,6 +anderla02,1987,1,HOU,NL,9,5,67,0,0,0,5,305,95,39,7,41,94,0.247,3.45,10,1,2,0,440,31,46,7,4,7 +anderri02,1987,1,KCA,AL,0,2,6,2,0,0,0,39,26,20,3,9,12,0.394,13.85,1,0,2,0,77,1,22,0,0,0 +andersc01,1987,1,TEX,AL,0,1,8,0,0,0,0,34,17,12,0,8,6,0.347,9.53,2,2,1,0,59,2,12,1,0,2 +andujjo01,1987,1,OAK,AL,3,5,13,13,1,0,0,182,63,41,11,26,32,0.269,6.08,0,0,3,1,265,0,43,1,1,9 +armstmi01,1987,1,CLE,AL,1,0,14,0,0,0,1,56,27,18,4,10,9,0.333,8.68,0,2,0,0,91,2,18,0,0,1 +arnolto01,1987,1,BAL,AL,0,0,27,0,0,0,0,159,71,34,8,17,18,0.330,5.77,5,1,2,0,239,10,35,4,1,8 +arnsbbr01,1987,1,NYA,AL,1,3,6,2,0,0,0,58,22,12,5,13,14,0.289,5.59,3,1,0,0,91,2,12,0,2,0 +assenpa01,1987,1,ATL,NL,1,1,52,0,0,0,2,164,58,31,8,24,39,0.260,5.10,4,0,1,0,251,10,41,2,1,1 +atherke01,1987,1,MIN,AL,7,5,59,0,0,0,2,238,81,40,10,30,51,0.262,4.54,4,1,4,0,348,29,46,2,3,3 +bailesc01,1987,1,CLE,AL,7,8,39,17,0,0,6,361,145,62,21,47,65,0.296,4.64,1,3,4,0,551,15,75,4,6,8 +bairdo01,1987,1,PHI,NL,2,0,11,0,0,0,0,41,17,9,4,5,10,0.309,5.93,0,0,0,0,61,2,9,0,1,3 +ballaje01,1987,1,BAL,AL,2,8,14,14,0,0,0,209,100,51,15,35,27,0.344,6.59,1,0,0,1,327,0,60,0,1,11 +balleja01,1987,1,CHN,NL,0,1,23,0,0,0,0,88,38,22,4,20,27,0.325,6.75,2,5,0,2,139,9,22,2,0,6 +bankhsc01,1987,1,SEA,AL,9,8,27,25,2,0,0,448,168,90,35,37,95,0.283,5.42,0,2,3,2,642,1,96,3,6,6 +bannifl01,1987,1,CHA,AL,16,11,34,34,11,2,0,686,216,91,38,49,124,0.246,3.58,0,5,0,1,939,0,100,9,3,15 +barkele01,1987,1,ML4,AL,2,1,11,11,0,0,0,131,54,26,6,17,22,0.303,5.36,1,0,2,0,198,0,27,1,0,5 +bedrost01,1987,1,PHI,NL,5,3,65,0,0,0,40,267,79,28,11,28,74,0.237,2.83,5,3,1,1,366,56,31,2,1,6 +belchti01,1987,1,LAN,NL,4,2,6,5,0,0,0,102,30,9,2,7,23,0.240,2.38,0,0,0,1,135,1,11,2,1,2 +beller01,1987,1,BAL,AL,10,13,33,29,2,0,0,495,174,100,32,78,111,0.271,5.45,0,11,2,1,729,1,113,4,2,17 +berenju01,1987,1,MIN,AL,8,1,47,6,0,0,4,336,100,49,10,47,110,0.238,3.94,7,6,0,0,473,13,51,2,4,3 +bielemi01,1987,1,PIT,NL,2,3,8,8,2,0,0,137,43,24,6,12,25,0.251,4.73,0,3,1,0,192,0,25,5,2,2 +birkbmi01,1987,1,ML4,AL,1,4,10,10,1,0,0,135,63,31,8,19,25,0.335,6.20,0,2,0,0,210,0,33,1,2,2 +bittije01,1987,1,MIN,AL,1,0,3,1,0,0,0,25,11,5,2,0,5,0.314,5.40,0,0,1,0,36,0,5,0,0,1 +blackbu02,1987,1,KCA,AL,8,6,29,18,0,0,1,367,126,49,16,35,61,0.265,3.60,2,6,5,0,520,4,63,1,3,13 +blylebe01,1987,1,MIN,AL,15,12,37,37,8,1,0,801,249,119,46,101,196,0.249,4.01,4,13,9,0,1122,0,132,4,6,31 +bockura01,1987,1,SFN,NL,1,0,12,0,0,0,0,52,17,7,2,4,9,0.266,3.63,1,0,0,0,68,2,8,0,0,2 +boddimi01,1987,1,BAL,AL,10,12,33,33,7,2,0,678,212,105,29,78,152,0.248,4.18,4,10,7,0,950,0,114,7,4,19 +boevejo01,1987,1,ATL,NL,1,0,14,0,0,0,0,55,29,15,4,12,18,0.367,7.36,1,1,0,0,93,10,15,1,1,0 +boltoto01,1987,1,BOS,AL,1,0,29,0,0,0,0,185,83,30,5,27,49,0.331,4.38,2,3,2,0,287,5,33,3,3,8 +bookegr01,1987,1,SDN,NL,1,1,44,0,0,0,1,205,62,24,5,30,17,0.246,3.16,1,1,3,1,288,16,29,2,1,13 +bordiri01,1987,1,NYA,AL,3,1,16,1,0,0,0,99,42,28,7,12,23,0.309,7.64,0,0,0,1,149,6,28,1,0,2 +bosioch01,1987,1,ML4,AL,11,8,46,19,2,1,2,510,187,99,18,50,150,0.276,5.24,3,14,1,2,734,8,102,3,3,16 +boydoi01,1987,1,BOS,AL,1,3,7,7,0,0,0,110,47,24,6,9,12,0.318,5.89,1,0,2,2,167,0,31,4,3,3 +browncu03,1987,1,MON,NL,0,1,5,0,0,0,0,21,10,6,2,4,6,0.333,7.71,1,0,0,0,35,1,7,1,0,0 +brownmi01,1987,1,SEA,AL,0,0,1,0,0,0,0,1,3,2,0,0,0,0.750,54.00,0,0,0,0,4,0,2,0,0,0 +brownto05,1987,1,CIN,NL,10,13,32,31,2,0,0,549,201,102,27,61,117,0.284,5.02,7,2,5,4,791,1,107,10,7,15 +buicede01,1987,1,CAL,AL,6,7,57,0,0,0,17,342,87,43,12,40,109,0.213,3.39,3,3,2,0,457,44,45,5,2,11 +burkejo03,1987,1,SFN,NL,0,0,3,0,0,0,0,18,7,3,2,3,5,0.304,4.50,0,0,1,0,28,1,4,1,0,1 +burketi01,1987,1,MON,NL,7,0,55,0,0,0,18,273,64,12,3,17,58,0.196,1.19,6,2,0,0,354,30,18,8,2,7 +burrira01,1987,1,ML4,AL,2,2,10,2,0,0,0,69,33,15,4,12,8,0.351,5.87,3,2,0,0,109,2,16,1,2,2 +cadargr01,1987,1,OAK,AL,6,2,29,0,0,0,0,119,37,20,6,24,30,0.252,4.54,1,1,1,0,176,7,22,2,2,3 +calhoje01,1987,1,PHI,NL,3,1,42,0,0,0,1,128,25,7,1,26,31,0.168,1.48,8,2,1,0,183,15,13,5,2,1 +camacer01,1987,1,CLE,AL,0,1,15,0,0,0,1,41,21,14,1,5,9,0.350,9.22,1,4,3,0,69,10,14,1,0,0 +campbbi02,1987,1,MON,NL,0,0,7,0,0,0,0,30,18,9,2,4,4,0.360,8.10,1,0,0,0,55,1,12,0,1,0 +campbmi01,1987,1,SEA,AL,1,4,9,9,1,0,0,148,41,26,9,25,35,0.224,4.74,2,1,2,1,215,0,29,2,3,2 +candejo01,1987,1,CAL,AL,8,6,20,20,0,0,0,350,127,61,17,20,74,0.279,4.71,0,0,1,0,487,0,70,6,5,6 +candejo01,1987,2,NYN,NL,2,0,3,3,0,0,0,37,17,8,1,3,10,0.333,5.84,0,0,0,1,57,0,8,2,1,0 +candito01,1987,1,CLE,AL,7,18,32,32,7,2,0,605,193,107,28,93,111,0.250,4.78,2,13,4,2,888,0,132,8,10,17 +carltst01,1987,1,CLE,AL,5,9,23,14,3,0,1,327,111,65,17,63,71,0.266,5.37,3,5,2,4,493,3,76,6,4,13 +carltst01,1987,2,MIN,AL,1,5,9,7,0,0,0,129,54,32,7,23,20,0.310,6.70,1,2,2,1,200,2,35,1,0,6 +carmado01,1987,1,PHI,NL,13,11,35,35,3,2,0,633,194,99,34,69,125,0.244,4.22,7,3,5,1,886,0,110,11,5,6 +carych01,1987,1,ATL,NL,1,1,13,0,0,0,1,50,17,7,3,4,15,0.266,3.78,3,1,1,0,70,6,7,1,0,1 +caudibi01,1987,1,OAK,AL,0,0,6,0,0,0,1,24,10,8,3,1,8,0.294,9.00,0,0,0,0,35,5,8,0,0,0 +ceronri01,1987,1,NYA,AL,0,0,2,0,0,0,0,6,0,0,0,1,1,0.000,0.00,0,0,0,1,7,2,0,0,0,0 +cerutjo01,1987,1,TOR,AL,11,4,44,21,2,0,0,454,144,74,30,59,92,0.251,4.40,5,5,1,1,638,6,75,3,2,13 +childro01,1987,1,HOU,NL,1,2,32,0,0,0,0,145,46,16,4,18,26,0.260,2.98,6,0,0,0,201,12,17,3,3,3 +ciardma01,1987,1,ML4,AL,1,1,4,3,0,0,0,49,26,17,5,9,8,0.361,9.37,0,3,0,0,81,0,17,0,0,2 +citarra01,1987,1,CHA,AL,0,0,5,0,0,0,0,33,13,9,4,4,9,0.302,7.36,0,0,2,0,49,2,9,0,0,2 +clancji01,1987,1,TOR,AL,15,11,37,37,5,1,0,724,234,95,24,80,180,0.255,3.54,5,12,1,1,1008,0,103,5,4,19 +clarkbr01,1987,1,CHA,AL,0,0,11,0,0,0,0,56,19,5,1,8,8,0.297,2.41,0,2,0,0,77,5,5,3,2,5 +clarkst02,1987,1,SEA,AL,2,2,22,0,0,0,0,69,31,14,7,10,13,0.333,5.48,1,3,0,0,107,9,14,1,3,1 +claryma01,1987,1,ATL,NL,0,1,7,1,0,0,0,44,20,10,2,4,7,0.328,6.14,0,0,1,0,68,2,13,1,1,1 +clearma01,1987,1,ML4,AL,8,5,58,1,0,0,6,235,70,39,9,55,81,0.239,4.48,3,3,5,0,360,37,46,2,5,4 +clemepa01,1987,1,NYA,AL,3,3,55,0,0,0,7,240,91,44,4,30,36,0.299,4.95,2,8,3,2,347,20,45,6,4,17 +clemero02,1987,1,BOS,AL,20,9,36,36,18,7,0,845,248,93,19,83,256,0.235,2.97,4,4,9,3,1157,0,100,6,4,14 +codirch01,1987,1,OAK,AL,0,2,3,3,0,0,0,34,12,11,1,8,4,0.273,8.74,0,2,1,0,54,0,11,1,0,1 +coffmke01,1987,1,ATL,NL,2,3,5,5,0,0,0,76,31,13,2,22,14,0.313,4.62,0,1,3,1,126,0,14,1,1,4 +comstke01,1987,1,SFN,NL,2,0,15,0,0,0,1,62,19,7,1,10,21,0.253,3.05,2,3,0,1,87,3,8,1,1,2 +comstke01,1987,2,SDN,NL,0,1,26,0,0,0,0,108,33,22,4,21,38,0.252,5.50,3,3,0,0,157,12,22,2,3,4 +coneda01,1987,1,NYN,NL,5,6,21,13,1,0,1,298,87,41,11,44,68,0.239,3.71,1,2,5,4,420,3,46,4,3,4 +conroti01,1987,1,SLN,NL,3,2,10,9,0,0,0,122,48,25,0,25,22,0.306,5.53,3,2,1,0,188,0,26,3,2,5 +cookmi01,1987,1,CAL,AL,1,2,16,1,0,0,0,103,34,21,7,18,27,0.264,5.50,0,3,0,1,148,6,21,1,0,4 +corbedo01,1987,1,BAL,AL,0,2,11,0,0,0,1,69,25,20,5,13,16,0.281,7.83,3,2,0,0,104,5,20,1,1,3 +correed01,1987,1,TEX,AL,3,5,15,15,0,0,0,210,83,59,17,52,61,0.297,7.59,2,9,4,0,339,0,63,1,2,2 +cowlejo01,1987,1,PHI,NL,0,4,5,4,0,0,0,35,21,20,2,17,5,0.389,15.43,1,0,2,0,73,0,26,0,0,2 +coxda01,1987,1,SLN,NL,11,9,31,31,2,0,0,598,224,86,17,71,101,0.290,3.88,6,5,3,1,864,0,99,14,4,25 +crawfst01,1987,1,BOS,AL,5,4,29,0,0,0,0,218,91,43,13,32,43,0.314,5.33,2,2,2,0,324,7,48,0,0,14 +creelke01,1987,1,TEX,AL,0,0,6,0,0,0,0,29,12,5,2,5,5,0.293,4.66,0,0,0,0,46,2,5,0,0,0 +crewsti01,1987,1,LAN,NL,1,1,20,0,0,0,3,87,30,8,2,8,20,0.268,2.48,1,0,2,0,124,7,9,1,1,2 +crimch01,1987,1,ML4,AL,6,8,53,5,0,0,12,390,133,53,15,39,56,0.266,3.67,5,2,3,1,549,18,60,6,1,17 +darliro01,1987,1,NYN,NL,12,8,32,32,2,0,0,623,183,99,24,96,167,0.233,4.29,3,6,3,3,891,0,111,5,3,14 +darwida01,1987,1,HOU,NL,9,10,33,30,3,1,0,587,184,78,17,69,134,0.246,3.59,12,3,5,1,833,0,87,8,3,9 +davisjo03,1987,1,CHA,AL,1,5,13,9,1,0,0,165,56,35,7,29,25,0.264,5.73,1,1,0,0,243,1,35,1,1,8 +davisjo04,1987,1,KCA,AL,5,2,27,0,0,0,2,131,29,11,0,26,24,0.195,2.27,4,2,2,0,181,12,13,0,4,5 +davisma01,1987,1,SFN,NL,4,5,20,11,1,0,0,212,72,37,9,28,51,0.273,4.71,1,4,4,2,301,1,38,3,2,9 +davisma01,1987,2,SDN,NL,5,3,43,0,0,0,2,187,51,22,5,31,47,0.224,3.18,7,2,2,0,265,17,26,4,0,5 +davisro02,1987,1,CHN,NL,0,0,21,0,0,0,0,97,43,21,8,12,31,0.328,5.85,1,1,0,2,144,6,23,0,1,5 +davisro02,1987,2,LAN,NL,0,0,4,0,0,0,0,12,7,3,0,6,1,0.412,6.75,2,2,1,0,25,2,4,0,1,2 +davisst02,1987,1,SDN,NL,2,7,21,10,0,0,0,188,70,43,5,36,37,0.280,6.18,6,7,2,1,292,5,48,2,2,4 +davisst02,1987,2,OAK,AL,1,1,5,5,0,0,0,91,28,11,3,11,28,0.241,3.26,0,2,0,0,128,0,13,0,1,2 +dawlebi01,1987,1,SLN,NL,5,8,60,0,0,0,2,290,93,48,15,38,65,0.259,4.47,11,4,1,1,406,17,51,6,2,6 +dayleke01,1987,1,SLN,NL,9,5,53,0,0,0,4,183,52,18,2,33,63,0.234,2.66,8,5,2,0,260,29,21,2,1,8 +dedmoje01,1987,1,ATL,NL,3,4,53,3,0,0,4,269,82,39,8,42,40,0.246,3.91,1,2,1,1,384,14,46,2,5,9 +deleojo01,1987,1,CHA,AL,11,12,33,31,2,0,0,618,177,92,24,97,153,0.230,4.02,4,6,10,1,889,0,106,6,6,12 +deleolu01,1987,1,BAL,AL,0,2,11,0,0,0,1,62,19,11,1,8,13,0.253,4.79,2,0,2,0,89,3,15,0,4,3 +deshaji01,1987,1,HOU,NL,11,6,26,25,1,0,0,456,149,78,22,57,104,0.257,4.62,7,4,0,5,648,0,81,9,3,5 +dipinfr01,1987,1,CHN,NL,3,3,69,0,0,0,4,240,75,28,7,34,61,0.253,3.15,2,5,1,0,343,20,31,6,4,5 +dixonke01,1987,1,BAL,AL,7,10,34,15,0,0,5,315,128,75,31,27,91,0.292,6.43,4,5,1,1,470,13,81,1,2,7 +dotsori01,1987,1,CHA,AL,11,12,31,31,7,2,0,634,201,98,24,86,114,0.249,4.17,2,5,0,0,900,0,109,4,3,19 +downske01,1987,1,SFN,NL,12,9,41,28,4,3,1,558,185,75,14,67,137,0.258,3.63,11,12,4,4,797,4,83,7,1,15 +drabedo01,1987,1,PIT,NL,11,12,29,28,1,1,0,529,165,76,22,46,120,0.247,3.88,2,5,0,1,721,0,86,3,4,8 +draveda01,1987,1,SDN,NL,3,7,30,10,1,0,0,237,71,33,10,31,60,0.240,3.76,4,1,3,1,335,8,39,2,3,6 +draveda01,1987,2,SFN,NL,7,5,18,18,4,3,0,337,115,40,8,33,78,0.272,3.20,3,1,2,0,466,0,43,5,3,12 +drummti01,1987,1,PIT,NL,0,0,6,0,0,0,0,18,5,3,0,3,5,0.227,4.50,0,1,0,0,26,2,3,1,0,0 +dunnemi01,1987,1,PIT,NL,13,6,23,23,5,1,0,490,143,55,10,68,72,0.240,3.03,8,6,1,4,680,0,66,11,4,22 +easlelo01,1987,1,PIT,NL,1,1,17,0,0,0,1,79,23,16,5,17,21,0.242,5.47,4,2,1,1,118,7,17,3,2,1 +easteja01,1987,1,CLE,AL,1,1,16,0,0,0,0,95,26,16,4,13,22,0.218,4.55,1,5,1,0,137,1,17,2,2,1 +eckerde01,1987,1,OAK,AL,6,8,54,2,0,0,16,347,99,39,11,17,113,0.228,3.03,3,1,3,0,460,33,41,3,3,6 +edensto01,1987,1,NYN,NL,0,0,2,2,0,0,0,24,15,6,2,4,4,0.417,6.75,0,2,0,0,42,0,6,2,0,0 +eichhma01,1987,1,TOR,AL,10,6,89,0,0,0,4,383,110,45,14,52,96,0.234,3.17,13,3,6,1,540,27,47,7,4,7 +farrejo03,1987,1,CLE,AL,5,1,10,9,1,0,0,207,68,26,7,22,28,0.256,3.39,1,1,5,1,297,1,29,3,1,5 +farrst01,1987,1,KCA,AL,4,3,47,0,0,0,1,273,97,42,9,44,88,0.271,4.15,4,2,2,0,408,19,47,0,3,5 +fernasi01,1987,1,NYN,NL,12,8,28,27,3,1,0,468,130,66,16,67,134,0.224,3.81,8,2,8,0,665,0,75,3,6,2 +filsope01,1987,1,NYA,AL,1,0,7,2,0,0,0,66,26,8,2,9,10,0.299,3.27,1,0,1,0,99,3,10,2,0,1 +finlech01,1987,1,CAL,AL,2,7,35,3,0,0,0,272,102,47,7,43,63,0.287,4.67,3,4,3,3,405,17,54,2,2,8 +fischje01,1987,1,MON,NL,0,1,4,2,0,0,0,41,21,13,3,5,6,0.362,8.56,0,3,0,0,66,0,14,1,2,1 +fishebr01,1987,1,PIT,NL,11,9,37,26,6,3,0,556,185,93,27,72,117,0.262,4.52,7,3,4,3,792,1,99,6,5,10 +flanami01,1987,1,BAL,AL,3,6,16,16,4,0,0,284,102,52,9,36,50,0.278,4.94,1,1,0,0,410,0,57,6,1,8 +flanami01,1987,2,TOR,AL,3,2,7,7,0,0,0,148,46,13,3,15,43,0.237,2.37,3,2,0,0,209,0,15,0,0,2 +forscbo01,1987,1,SLN,NL,11,7,33,30,2,1,0,537,189,86,15,45,89,0.273,4.32,4,2,4,1,755,1,90,7,6,11 +francjo01,1987,1,CIN,NL,8,5,68,0,0,0,32,246,76,23,6,27,61,0.245,2.52,6,1,0,0,344,60,26,5,2,8 +frasewi01,1987,1,CAL,AL,10,10,36,23,5,1,1,530,160,77,26,63,106,0.240,3.92,3,12,6,1,744,6,85,5,4,10 +frazige01,1987,1,MIN,AL,5,5,54,0,0,0,2,244,77,45,9,51,58,0.258,4.98,4,6,2,1,363,26,49,1,10,7 +frohwto01,1987,1,PHI,NL,1,0,10,0,0,0,0,33,12,0,0,2,9,0.293,0.00,0,0,0,0,43,2,0,0,0,3 +fultobi01,1987,1,NYA,AL,1,0,3,0,0,0,0,14,9,6,4,1,2,0.409,11.57,0,0,1,0,24,1,6,0,0,1 +garbege01,1987,1,ATL,NL,8,10,49,0,0,0,10,208,87,34,7,28,48,0.311,4.41,10,4,1,0,320,43,39,8,3,7 +garbege01,1987,2,KCA,AL,0,0,13,0,0,0,8,43,13,4,1,1,3,0.245,2.51,0,0,1,0,55,12,5,0,0,2 +garcimi02,1987,1,CAL,AL,0,0,1,0,0,0,0,5,3,3,0,3,0,0.375,16.20,0,1,0,0,11,1,4,0,0,0 +garcimi02,1987,2,PIT,NL,0,0,1,0,0,0,0,2,0,0,0,0,0,0.000,0.00,0,0,0,0,2,1,0,0,0,0 +gardnwe01,1987,1,BOS,AL,3,6,49,1,0,0,10,269,98,54,17,42,70,0.279,5.42,7,4,2,0,401,29,55,4,2,8 +garresc01,1987,1,SFN,NL,11,7,64,0,0,0,12,319,70,38,10,55,127,0.192,3.22,4,5,0,1,428,43,41,7,2,10 +gibsobo02,1987,1,NYN,NL,0,0,1,0,0,0,0,3,0,0,0,1,2,0.000,0.00,0,0,0,0,4,0,0,0,0,0 +gideobr01,1987,1,PIT,NL,1,5,29,0,0,0,3,110,34,19,6,10,31,0.243,4.66,3,2,1,0,153,17,22,2,0,3 +glavito02,1987,1,ATL,NL,2,4,9,9,0,0,0,151,55,31,5,33,20,0.279,5.54,4,1,3,1,238,0,34,2,3,1 +gleatje01,1987,1,KCA,AL,4,4,48,0,0,0,5,152,38,24,4,28,44,0.216,4.26,3,4,0,1,210,22,28,3,3,3 +goodedw01,1987,1,NYN,NL,15,7,25,25,7,3,0,539,162,64,11,53,148,0.244,3.21,2,1,2,1,730,0,68,5,5,19 +gordodo01,1987,1,TOR,AL,0,0,5,0,0,0,0,33,8,5,2,3,3,0.200,4.09,0,0,0,0,43,2,5,0,0,0 +gordodo01,1987,2,CLE,AL,0,3,21,0,0,0,1,119,49,18,3,12,20,0.295,4.08,3,0,4,0,185,7,31,1,2,5 +gormato03,1987,1,SDN,NL,0,0,6,0,0,0,0,33,11,5,1,5,8,0.262,4.09,0,0,0,0,47,2,5,0,0,1 +gossari01,1987,1,SDN,NL,5,4,40,0,0,0,11,156,47,18,4,19,44,0.244,3.12,6,2,0,0,217,30,18,2,3,5 +gottji01,1987,1,SFN,NL,1,0,30,3,0,0,0,168,53,28,4,32,63,0.244,4.50,5,3,2,0,253,8,32,1,1,2 +gottji01,1987,2,PIT,NL,0,2,25,0,0,0,13,93,28,5,0,8,27,0.233,1.45,2,2,0,0,129,22,11,1,0,1 +grantma01,1987,1,SFN,NL,1,2,16,8,0,0,1,183,66,24,6,21,32,0.282,3.54,5,2,1,2,264,2,29,7,1,8 +grantma01,1987,2,SDN,NL,6,7,17,17,2,1,0,307,104,53,16,52,58,0.263,4.66,3,6,0,1,456,0,59,8,0,6 +griffmi02,1987,1,BAL,AL,3,5,23,6,1,0,1,223,78,36,9,33,42,0.269,4.36,3,1,3,1,331,6,39,2,3,4 +grosske01,1987,1,PHI,NL,9,16,34,33,3,1,0,602,205,97,26,87,110,0.267,4.35,7,3,10,7,878,1,107,8,6,15 +guantce01,1987,1,NYA,AL,3,2,23,0,0,0,1,132,42,28,8,20,46,0.247,5.73,0,3,1,0,195,9,30,0,4,1 +gubicma01,1987,1,KCA,AL,13,18,35,35,10,2,0,725,231,107,18,120,166,0.259,3.98,3,14,6,1,1036,0,114,6,11,35 +guettle01,1987,1,SEA,AL,11,4,25,17,2,1,0,340,117,48,13,35,42,0.267,3.81,2,3,2,0,483,3,60,2,5,9 +guidrro01,1987,1,NYA,AL,5,8,22,17,2,0,0,353,111,48,14,38,96,0.248,3.67,3,3,1,1,493,2,50,4,2,6 +gullibi01,1987,1,CIN,NL,10,11,27,27,3,1,0,495,172,89,33,39,89,0.267,4.85,6,4,2,1,698,0,99,6,6,8 +gullibi01,1987,2,NYA,AL,4,2,8,8,1,0,0,144,46,26,7,11,28,0.253,4.88,1,0,1,0,198,0,29,2,2,1 +gumpeda01,1987,1,KCA,AL,0,0,8,0,0,0,0,58,27,13,3,6,13,0.333,6.05,0,1,0,0,88,3,16,0,1,2 +guzmajo01,1987,1,TEX,AL,14,14,37,30,6,0,0,625,196,108,30,82,143,0.251,4.67,0,6,3,5,880,1,115,6,8,23 +haasmo01,1987,1,OAK,AL,2,2,9,9,0,0,0,122,57,26,7,9,13,0.335,5.75,0,0,0,1,181,0,29,1,1,2 +habyajo01,1987,1,BAL,AL,6,7,27,13,0,0,1,349,110,62,20,40,64,0.248,4.80,1,3,2,0,493,4,67,4,4,4 +halldr01,1987,1,CHN,NL,1,1,21,0,0,0,0,98,40,25,4,14,20,0.308,6.89,0,1,0,0,147,7,31,1,2,3 +hammaat01,1987,1,SFN,NL,10,10,31,27,2,0,0,505,159,67,22,57,107,0.248,3.58,10,8,3,7,706,1,73,3,3,18 +harrigr01,1987,1,TEX,AL,5,10,42,19,0,0,0,422,157,76,18,56,106,0.281,4.86,3,4,4,2,629,14,92,7,3,11 +harvebr01,1987,1,CAL,AL,0,0,3,0,0,0,0,15,6,0,0,2,3,0.300,0.00,0,3,0,0,22,2,0,0,0,0 +havenbr01,1987,1,LAN,NL,0,0,31,1,0,0,1,106,30,17,2,23,23,0.227,4.33,11,3,1,3,157,10,18,1,0,1 +hawkian01,1987,1,SDN,NL,3,10,24,20,0,0,0,353,131,66,16,49,51,0.287,5.05,2,2,2,3,516,2,71,5,3,11 +haywara01,1987,1,SDN,NL,0,0,4,0,0,0,0,18,12,11,3,3,2,0.444,16.50,0,2,0,0,31,0,11,1,0,1 +heathje02,1987,1,HOU,NL,4,2,19,2,0,0,1,128,44,15,4,9,15,0.277,3.16,1,1,1,1,174,2,15,2,3,4 +heatone01,1987,1,MON,NL,13,10,32,32,3,1,0,580,207,97,25,37,105,0.274,4.52,3,2,3,5,807,0,103,5,5,11 +henketo01,1987,1,TOR,AL,0,6,72,0,0,0,34,282,62,26,10,25,128,0.188,2.49,3,5,0,0,363,62,27,3,5,2 +hennemi01,1987,1,DET,AL,11,3,55,0,0,0,7,290,86,32,8,30,75,0.238,2.98,5,7,3,0,399,28,36,2,2,9 +henrydw01,1987,1,TEX,AL,0,0,5,0,0,0,0,30,12,10,2,9,7,0.293,9.00,0,1,0,0,50,1,10,0,0,0 +heredub01,1987,1,MON,NL,0,1,2,2,0,0,0,30,10,6,2,3,6,0.263,5.40,1,0,1,0,42,0,6,0,0,1 +hernama01,1987,1,HOU,NL,0,4,6,3,0,0,0,65,25,13,1,5,12,0.301,5.40,1,1,1,1,95,2,15,4,2,2 +hernawi01,1987,1,DET,AL,3,4,45,0,0,0,8,147,53,20,8,20,30,0.276,3.67,7,1,0,0,217,31,27,2,3,4 +hershor01,1987,1,LAN,NL,16,16,37,35,10,1,1,794,247,90,17,74,190,0.247,3.06,5,11,9,2,1093,2,105,8,2,30 +heskejo01,1987,1,MON,NL,0,0,18,0,0,0,1,86,23,10,2,15,31,0.211,3.14,3,1,2,0,128,3,12,2,0,1 +higuete01,1987,1,ML4,AL,18,10,35,35,14,3,0,785,236,112,24,87,240,0.241,3.85,2,4,2,2,1084,0,120,6,9,23 +hillesh01,1987,1,LAN,NL,4,3,12,10,0,0,0,174,52,23,5,31,51,0.241,3.57,0,4,0,0,252,1,27,4,1,4 +hoffmgu01,1987,1,CIN,NL,9,10,36,22,0,0,0,476,160,77,20,49,87,0.266,4.37,5,3,4,1,669,2,83,8,5,12 +hollaal01,1987,1,NYA,AL,0,0,3,0,0,0,0,19,9,10,1,9,5,0.321,14.21,0,0,0,0,37,0,10,0,0,0 +holtobr01,1987,1,LAN,NL,3,2,53,1,0,0,2,250,87,36,11,32,58,0.269,3.89,11,0,0,4,360,26,39,2,3,7 +honeyri01,1987,1,LAN,NL,2,12,27,20,1,1,0,347,133,59,10,45,92,0.278,4.59,4,4,2,0,525,0,74,0,0,8 +honeyri01,1987,2,OAK,AL,1,4,7,4,0,0,0,71,25,14,3,9,10,0.275,5.32,0,1,2,1,106,1,17,1,3,1 +hortori01,1987,1,SLN,NL,8,3,67,6,0,0,7,375,127,53,15,42,55,0.264,3.82,10,3,0,4,533,24,58,6,3,7 +houghch01,1987,1,TEX,AL,18,13,40,40,13,0,0,856,238,120,36,124,223,0.223,3.79,1,12,19,9,1231,0,159,5,14,12 +howelja01,1987,1,OAK,AL,3,4,36,0,0,0,16,133,48,29,6,21,35,0.277,5.89,1,4,1,0,200,27,30,3,2,2 +howelke01,1987,1,LAN,NL,3,4,40,2,0,0,1,165,54,30,7,29,60,0.265,4.91,2,5,0,1,239,17,32,6,0,4 +howest01,1987,1,TEX,AL,3,3,24,0,0,0,1,94,33,15,2,8,19,0.280,4.31,1,2,3,1,131,15,15,2,0,2 +hudsoch02,1987,1,NYA,AL,11,7,35,16,6,2,0,464,137,62,19,57,100,0.239,3.61,1,5,3,0,641,7,63,2,6,13 +huismma01,1987,1,SEA,AL,0,0,6,0,0,0,0,44,10,8,1,4,15,0.196,4.91,0,0,2,0,61,1,10,3,1,0 +huismma01,1987,2,CLE,AL,2,3,20,0,0,0,2,106,38,20,6,8,23,0.271,5.09,0,3,0,0,151,10,22,1,2,1 +humeto01,1987,1,PHI,NL,1,4,38,6,0,0,0,212,75,44,10,41,29,0.277,5.60,5,3,4,0,325,3,48,7,2,7 +humeto01,1987,2,CIN,NL,1,0,11,0,0,0,0,40,14,6,0,2,4,0.292,4.05,0,0,1,0,54,2,6,1,2,2 +hurstbr01,1987,1,BOS,AL,15,13,33,33,15,3,0,716,239,117,35,76,190,0.262,4.41,5,3,1,1,1001,0,124,5,8,28 +innisje01,1987,1,NYN,NL,0,1,17,1,0,0,0,77,29,9,5,4,28,0.279,3.16,1,1,1,1,109,8,9,0,0,2 +jacksda02,1987,1,KCA,AL,9,18,36,34,11,2,0,672,219,100,11,109,152,0.258,4.02,1,5,7,0,981,1,115,8,7,20 +jacksmi02,1987,1,PHI,NL,3,10,55,7,0,0,1,328,88,51,16,56,93,0.219,4.20,6,6,3,8,468,8,55,3,4,4 +jamesbo01,1987,1,CHA,AL,4,6,43,0,0,0,10,162,54,28,10,17,34,0.256,4.67,6,3,4,0,238,32,32,4,2,3 +jeffcmi01,1987,1,TEX,AL,0,1,2,2,0,0,0,21,11,10,4,4,1,0.355,12.86,0,0,0,0,35,0,10,0,0,1 +johnsda04,1987,1,PIT,NL,0,0,5,0,0,0,0,19,13,7,1,2,4,0.448,9.95,0,0,0,0,31,3,7,0,0,3 +johnsjo04,1987,1,ML4,AL,0,1,10,2,0,0,0,79,42,28,1,18,18,0.365,9.57,1,1,0,0,134,0,30,1,0,3 +johnsjo05,1987,1,TOR,AL,3,5,14,14,0,0,0,200,77,38,10,18,27,0.289,5.13,0,3,2,0,289,0,44,2,1,4 +johnto01,1987,1,NYA,AL,13,6,33,33,3,1,0,563,212,84,12,47,63,0.288,4.03,7,9,6,0,802,0,95,12,1,27 +jonesba01,1987,1,PIT,NL,2,4,32,0,0,0,1,130,55,27,6,23,28,0.314,5.61,6,3,0,0,203,10,34,3,2,6 +jonesdo01,1987,1,CLE,AL,6,5,49,0,0,0,8,274,101,32,4,24,87,0.281,3.15,5,0,6,0,400,29,45,5,5,9 +jonesji02,1987,1,SDN,NL,9,7,30,22,2,1,0,437,154,67,14,54,51,0.270,4.14,2,3,5,2,639,4,85,5,5,14 +kaiseje01,1987,1,CLE,AL,0,0,2,0,0,0,0,10,4,6,1,3,2,0.286,16.20,0,0,1,0,18,0,6,0,0,0 +kellybr01,1987,1,DET,AL,0,1,5,0,0,0,0,32,12,6,2,7,10,0.286,5.06,4,0,0,0,50,1,6,1,0,1 +kerfech01,1987,1,HOU,NL,0,2,21,0,0,0,0,89,34,22,3,21,17,0.309,6.67,2,0,1,0,137,11,22,4,1,5 +keyji01,1987,1,TOR,AL,17,8,36,36,8,1,0,783,210,80,24,66,161,0.221,2.76,6,8,2,5,1033,0,93,11,3,24 +kilgupa01,1987,1,TEX,AL,2,7,25,12,0,0,0,268,95,41,14,31,42,0.271,4.13,2,0,2,0,385,2,45,2,0,9 +kinger01,1987,1,DET,AL,6,9,55,4,0,0,9,348,111,63,15,60,89,0.251,4.89,10,5,4,1,513,26,67,3,3,10 +kinnumi01,1987,1,BAL,AL,0,0,18,0,0,0,0,60,27,11,3,16,14,0.338,4.95,1,1,0,0,97,4,14,0,1,4 +kippebo01,1987,1,PIT,NL,5,9,24,20,1,1,0,332,117,73,25,52,83,0.271,5.94,4,5,2,0,493,0,74,4,3,6 +klinkjo01,1987,1,MIN,AL,0,1,12,0,0,0,0,69,37,17,4,11,17,0.359,6.65,0,1,0,0,116,5,18,1,1,2 +kneppbo01,1987,1,HOU,NL,8,17,33,31,1,0,0,533,226,104,26,54,76,0.313,5.27,3,4,4,0,792,1,118,7,4,21 +knudsma01,1987,1,ML4,AL,4,4,15,8,1,0,0,186,88,37,7,14,26,0.331,5.37,1,1,0,0,288,3,46,3,5,4 +kruegbi01,1987,1,OAK,AL,0,3,9,0,0,0,0,17,9,6,0,8,2,0.360,9.53,3,0,0,1,33,1,7,0,0,1 +kruegbi01,1987,2,LAN,NL,0,0,2,0,0,0,0,7,3,0,0,1,2,0.250,0.00,0,0,0,0,13,0,2,0,0,0 +krukomi01,1987,1,SFN,NL,5,6,30,28,3,0,0,489,182,87,24,46,104,0.288,4.80,6,3,2,3,699,0,98,10,8,14 +lacosmi01,1987,1,SFN,NL,13,10,39,26,2,1,0,513,184,70,16,63,79,0.283,3.68,12,6,2,1,728,4,78,9,3,23 +lampde01,1987,1,OAK,AL,1,3,36,5,0,0,0,170,76,32,5,22,36,0.326,5.08,3,4,1,0,262,10,38,3,3,8 +lancale01,1987,1,CHN,NL,8,3,27,18,0,0,0,397,138,72,14,51,78,0.268,4.90,5,7,1,8,578,4,76,5,6,6 +landrbi01,1987,1,CIN,NL,3,2,44,2,0,0,2,195,68,34,3,34,42,0.292,4.71,6,4,0,1,276,14,35,7,2,11 +langsma01,1987,1,SEA,AL,19,13,35,35,14,3,0,816,242,116,30,114,262,0.238,3.84,0,9,5,2,1152,0,132,12,6,20 +lapoida01,1987,1,SLN,NL,1,1,6,2,0,0,0,48,26,12,4,5,8,0.351,6.75,0,1,0,1,79,3,12,0,0,1 +lapoida01,1987,2,CHA,AL,6,3,14,12,2,1,0,248,69,27,7,31,43,0.224,2.94,0,3,1,0,341,0,29,1,0,7 +lavelga01,1987,1,TOR,AL,2,3,23,0,0,0,1,83,36,17,2,19,17,0.313,5.53,4,1,0,1,138,9,20,3,1,2 +lavelga01,1987,2,OAK,AL,0,0,6,0,0,0,0,13,4,4,0,3,6,0.267,8.31,0,0,0,0,19,2,4,0,1,1 +lawva01,1987,1,MON,NL,0,0,3,0,0,0,0,10,5,2,0,0,2,0.333,5.40,0,1,0,0,15,3,2,0,0,0 +lazorja01,1987,1,CAL,AL,5,6,26,11,2,0,0,353,108,60,20,44,55,0.248,4.59,5,3,2,1,487,5,68,2,3,10 +leach01,1987,1,MON,NL,0,1,1,1,0,0,0,3,4,4,1,2,1,0.571,36.00,0,2,0,0,9,0,4,0,0,0 +leachte01,1987,1,NYN,NL,11,1,44,12,1,1,0,394,132,47,14,29,61,0.262,3.22,5,0,1,1,542,7,54,8,1,11 +learyti01,1987,1,LAN,NL,3,11,39,12,0,0,1,323,121,57,15,36,61,0.285,4.76,5,3,2,1,469,11,62,6,1,8 +leffecr01,1987,1,SDN,NL,2,2,33,0,0,0,2,154,56,25,9,15,39,0.272,4.38,5,5,2,2,225,8,29,2,0,3 +leffecr01,1987,2,SFN,NL,3,3,44,0,0,0,4,142,36,17,4,18,18,0.216,3.23,6,1,0,1,191,14,18,4,2,5 +leibrch01,1987,1,KCA,AL,16,11,35,35,8,3,0,721,235,91,23,74,151,0.253,3.41,2,9,1,3,1015,0,104,5,5,9 +leipeda01,1987,1,OAK,AL,2,1,45,0,0,0,1,157,49,22,6,18,33,0.246,3.78,0,3,1,0,224,6,28,2,4,4 +leipeda01,1987,2,SDN,NL,1,0,12,0,0,0,1,48,16,8,2,5,10,0.267,4.50,0,0,0,1,67,1,8,2,0,2 +leistjo01,1987,1,BOS,AL,0,2,8,6,0,0,0,91,49,31,9,12,16,0.368,9.20,1,1,0,0,146,0,31,0,1,3 +leiteal01,1987,1,NYA,AL,2,2,4,4,0,0,0,68,24,16,2,15,28,0.273,6.35,0,4,0,0,104,0,16,1,0,3 +longbi01,1987,1,CHA,AL,8,8,29,23,5,2,1,507,179,82,20,28,72,0.272,4.37,1,0,3,1,699,2,85,6,3,14 +lopezau01,1987,1,HOU,NL,2,1,26,0,0,0,1,114,39,19,6,12,21,0.273,4.50,0,1,2,0,164,5,22,5,2,1 +loyndmi01,1987,1,TEX,AL,1,5,26,8,0,0,1,208,82,47,14,38,48,0.287,6.10,0,4,1,0,328,6,53,1,2,4 +lucasga01,1987,1,CAL,AL,1,5,48,0,0,0,3,223,66,30,7,35,44,0.241,3.63,5,3,2,1,320,21,41,7,2,11 +lugour01,1987,1,CAL,AL,0,2,7,5,0,0,0,84,42,29,8,18,24,0.339,9.32,0,3,0,0,143,0,34,0,1,0 +lynched01,1987,1,CHN,NL,2,9,58,8,0,0,4,331,130,66,17,48,80,0.295,5.38,7,1,2,0,498,19,74,6,1,9 +maddemo01,1987,1,DET,AL,0,0,2,0,0,0,0,5,4,3,0,3,0,0.444,16.20,1,0,0,0,12,0,3,0,0,0 +maddugr01,1987,1,CHN,NL,6,14,30,27,1,1,0,467,181,97,17,74,101,0.294,5.61,13,4,4,7,701,2,111,7,1,18 +maddumi01,1987,1,PHI,NL,2,0,7,2,0,0,0,51,17,5,0,5,15,0.254,2.65,0,1,0,0,72,0,5,0,0,1 +madrial01,1987,1,ML4,AL,0,0,3,0,0,0,0,16,11,9,1,1,1,0.440,15.19,0,0,0,0,28,0,9,0,2,0 +magrajo01,1987,1,SLN,NL,9,7,27,26,4,2,0,511,157,67,9,60,101,0.245,3.54,6,9,10,7,722,0,75,9,3,21 +mahleri01,1987,1,ATL,NL,8,13,39,28,3,1,0,591,212,109,24,85,95,0.283,4.98,8,5,2,2,849,1,118,9,3,22 +malliro01,1987,1,HOU,NL,0,0,4,1,0,0,0,20,8,5,0,6,4,0.320,6.75,0,0,0,0,31,0,5,0,0,0 +mallobo02,1987,1,TEX,AL,0,0,2,2,0,0,0,33,13,8,6,3,8,0.271,6.55,0,0,0,0,51,0,11,0,0,0 +martide01,1987,1,MON,NL,11,4,22,22,2,1,0,434,133,53,9,40,84,0.244,3.30,2,4,6,2,599,0,59,4,3,8 +masonmi01,1987,1,TEX,AL,0,2,8,6,0,0,0,87,37,18,6,22,21,0.322,5.59,2,1,4,0,142,0,20,0,1,6 +masonmi01,1987,2,CHN,NL,4,1,17,4,0,0,0,114,43,24,4,23,28,0.303,5.68,0,1,1,0,173,3,25,4,3,8 +masonro01,1987,1,SFN,NL,1,1,5,5,0,0,0,78,30,13,4,10,18,0.303,4.50,0,1,0,1,110,0,15,1,0,5 +mathegr01,1987,1,SLN,NL,11,11,32,32,2,1,0,593,184,82,17,71,108,0.249,3.73,5,7,0,2,822,0,87,9,2,22 +mathiro01,1987,1,HOU,NL,0,1,8,0,0,0,0,36,10,7,2,11,8,0.233,5.25,0,0,0,0,55,3,8,1,0,0 +mccaski01,1987,1,CAL,AL,4,6,14,13,1,1,0,224,84,47,14,34,56,0.286,5.67,0,1,2,0,334,0,52,3,1,4 +mcclubo01,1987,1,MON,NL,6,1,52,0,0,0,5,157,47,20,8,20,33,0.241,3.44,3,0,0,1,222,16,30,5,2,2 +mcculla01,1987,1,SDN,NL,8,10,78,0,0,0,16,370,115,51,11,59,126,0.244,3.72,11,5,2,1,540,41,60,6,2,5 +mcdowja01,1987,1,CHA,AL,3,0,4,4,0,0,0,84,16,6,1,6,15,0.168,1.93,0,0,2,0,103,0,6,0,0,2 +mcdowro01,1987,1,NYN,NL,7,5,56,0,0,0,25,266,95,41,7,28,32,0.276,4.16,4,3,2,1,384,45,41,5,5,13 +mcgafan01,1987,1,MON,NL,5,2,69,0,0,0,12,361,105,32,5,42,100,0.235,2.39,7,6,3,0,500,30,38,5,3,8 +mcgresc01,1987,1,BAL,AL,2,7,26,15,1,1,0,256,112,63,15,35,39,0.326,6.64,1,3,3,4,393,4,69,6,5,7 +mckeojo01,1987,1,CHA,AL,1,2,13,0,0,0,0,63,27,22,8,15,14,0.318,9.43,0,1,0,0,102,3,22,1,1,3 +mcwilla01,1987,1,ATL,NL,0,1,9,2,0,0,0,61,25,13,2,7,13,0.301,5.75,1,1,2,0,95,4,15,2,1,2 +meadsda01,1987,1,HOU,NL,5,3,45,0,0,0,0,146,60,30,8,16,32,0.321,5.55,2,1,1,0,209,21,31,2,3,8 +meridro01,1987,1,TEX,AL,1,0,11,0,0,0,0,62,25,14,7,12,17,0.298,6.10,2,0,0,0,96,0,18,0,0,2 +mesajo01,1987,1,BAL,AL,1,3,6,5,0,0,0,94,38,21,7,15,17,0.297,6.03,0,4,0,0,143,0,23,0,0,3 +mielkga01,1987,1,TEX,AL,0,0,3,0,0,0,0,9,3,2,2,1,3,0.250,6.00,0,0,0,0,14,1,2,1,0,0 +mintogr01,1987,1,SFN,NL,1,0,15,0,0,0,1,70,30,9,2,10,9,0.323,3.47,3,1,1,0,105,2,9,1,0,6 +mintogr01,1987,2,CAL,AL,5,4,41,0,0,0,10,228,71,26,4,29,35,0.257,3.08,4,2,1,0,313,27,28,5,2,17 +mirabpa01,1987,1,ML4,AL,2,1,29,0,0,0,2,88,30,16,0,16,14,0.268,4.91,3,2,0,0,133,9,20,2,3,3 +mitchjo02,1987,1,NYN,NL,3,6,20,19,1,0,0,335,124,51,6,36,57,0.279,4.11,3,7,2,1,493,0,64,6,5,8 +mohorda01,1987,1,TEX,AL,7,6,74,0,0,0,16,298,88,33,11,19,48,0.245,2.99,6,3,2,4,390,54,34,7,2,15 +monteri01,1987,1,SEA,AL,0,0,3,0,0,0,0,21,10,5,2,4,2,0.345,6.43,0,0,1,0,34,1,5,0,0,2 +montgje01,1987,1,CIN,NL,2,2,14,1,0,0,0,58,25,14,2,9,13,0.313,6.52,1,1,0,1,89,6,15,0,0,1 +mooredo01,1987,1,CAL,AL,2,2,14,0,0,0,5,80,28,8,2,13,17,0.259,2.70,2,0,0,0,122,12,12,1,0,1 +mooremi01,1987,1,SEA,AL,9,19,33,33,12,0,0,693,268,121,29,84,115,0.292,4.71,3,4,0,2,1020,0,145,9,8,30 +morgami01,1987,1,SEA,AL,12,17,34,31,8,2,0,621,245,107,25,53,85,0.296,4.65,3,11,5,0,898,2,117,8,5,26 +morrija02,1987,1,DET,AL,18,11,34,34,13,0,0,798,227,100,39,93,208,0.228,3.38,7,24,1,1,1101,0,111,6,5,11 +moyerja01,1987,1,CHN,NL,12,15,35,33,1,0,0,603,210,114,28,97,147,0.271,5.10,9,11,5,2,899,1,127,14,7,14 +murphro01,1987,1,CIN,NL,8,5,87,0,0,0,3,302,91,34,7,32,99,0.239,3.04,5,1,0,0,415,21,37,1,2,5 +musseje01,1987,1,TOR,AL,12,5,68,1,0,0,3,267,75,41,7,54,54,0.237,4.15,12,5,3,3,381,14,43,7,1,18 +myersra01,1987,1,NYN,NL,3,6,54,0,0,0,6,225,61,33,6,30,92,0.225,3.96,5,3,0,0,314,18,36,7,6,2 +nelsoge01,1987,1,OAK,AL,6,5,54,6,0,0,3,371,120,54,12,35,94,0.249,3.93,0,7,5,0,530,15,58,3,5,1 +newelto01,1987,1,PHI,NL,0,0,2,0,0,0,0,3,4,4,1,3,1,0.571,36.00,1,0,0,0,10,0,4,0,0,0 +niedeto01,1987,1,LAN,NL,1,0,15,0,0,0,1,49,13,5,1,9,10,0.220,2.76,1,1,1,0,70,8,5,0,1,0 +niedeto01,1987,2,BAL,AL,3,5,45,0,0,0,13,157,55,29,11,22,37,0.267,4.99,3,2,1,0,233,39,32,0,3,2 +niekrjo01,1987,1,NYA,AL,3,4,8,8,1,0,0,152,40,20,4,19,30,0.215,3.55,0,0,4,0,211,0,25,1,1,2 +niekrjo01,1987,2,MIN,AL,4,9,19,18,0,0,0,289,115,67,11,45,54,0.296,6.26,0,13,6,0,444,0,76,1,4,8 +niekrph01,1987,1,CLE,AL,7,11,22,22,2,0,0,371,142,81,18,53,57,0.286,5.89,1,9,4,2,561,0,83,2,5,2 +niekrph01,1987,2,TOR,AL,0,2,3,3,0,0,0,36,15,11,4,7,7,0.306,8.25,0,1,0,1,56,0,11,0,0,1 +niekrph01,1987,3,ATL,NL,0,0,1,1,0,0,0,9,6,5,0,6,0,0.429,15.00,0,0,0,0,20,0,5,0,0,1 +nielssc01,1987,1,CHA,AL,3,5,19,7,1,1,2,199,83,46,9,25,23,0.307,6.24,1,2,1,0,299,7,48,1,2,9 +niemara01,1987,1,MIN,AL,1,0,6,0,0,0,0,16,3,5,0,7,1,0.158,8.44,0,1,2,0,28,3,5,0,0,0 +nieveju01,1987,1,ML4,AL,14,8,34,33,3,1,0,587,199,106,24,100,163,0.264,4.88,5,4,2,0,867,0,112,3,7,14 +nippeal01,1987,1,BOS,AL,11,12,30,30,6,0,0,522,196,105,30,62,89,0.284,5.43,1,5,7,0,777,0,115,8,9,12 +nolesdi01,1987,1,CHN,NL,4,2,41,1,0,0,2,193,59,25,1,27,33,0.239,3.50,1,4,5,2,285,16,31,5,1,4 +nolesdi01,1987,2,DET,AL,0,0,4,0,0,0,2,6,2,1,0,1,0,0.250,4.50,0,0,0,0,9,3,1,0,0,0 +nolteer01,1987,1,SDN,NL,2,6,12,12,1,0,0,202,57,24,6,36,44,0.226,3.21,2,3,2,1,293,0,28,2,1,4 +nunezed01,1987,1,SEA,AL,3,4,48,0,0,0,12,142,45,20,7,18,34,0.262,3.80,3,2,1,0,198,40,20,3,4,3 +nunezjo01,1987,1,TOR,AL,5,2,37,9,0,0,0,291,91,54,12,58,99,0.256,5.01,8,3,0,1,427,13,57,8,5,8 +oconnja02,1987,1,BAL,AL,1,1,29,0,0,0,2,138,46,22,5,23,33,0.263,4.30,4,3,0,0,202,7,23,1,3,6 +ojedabo01,1987,1,NYN,NL,3,5,10,7,0,0,0,139,45,20,5,10,21,0.253,3.88,1,1,0,0,192,0,23,3,1,3 +olwined01,1987,1,ATL,NL,0,1,27,0,0,0,1,70,25,13,4,8,12,0.269,5.01,1,1,1,0,104,9,16,1,1,2 +onealra01,1987,1,ATL,NL,4,2,16,10,0,0,0,183,79,38,12,24,33,0.316,5.61,3,9,2,0,279,2,41,1,2,8 +onealra01,1987,2,SLN,NL,0,0,1,1,0,0,0,15,2,1,0,2,4,0.111,1.80,0,1,0,0,21,0,1,1,0,0 +oneilpa01,1987,1,CIN,NL,0,0,1,0,0,0,0,6,2,3,1,4,2,0.286,13.50,0,0,0,0,11,1,3,0,0,1 +ontivst02,1987,1,OAK,AL,10,8,35,22,2,1,1,452,141,67,19,50,97,0.242,4.00,3,4,4,1,645,6,78,6,2,11 +oquenjo01,1987,1,SLN,NL,0,0,1,0,0,0,0,3,4,3,0,1,0,0.571,27.00,0,0,1,0,9,1,3,0,0,0 +oroscje01,1987,1,NYN,NL,3,9,58,0,0,0,16,231,78,38,5,31,78,0.266,4.44,9,2,2,0,335,41,41,5,4,4 +ottoda01,1987,1,OAK,AL,0,0,3,0,0,0,0,18,7,6,1,1,3,0.304,9.00,0,0,0,0,24,3,6,0,0,2 +pacilpa01,1987,1,CIN,NL,3,3,12,7,0,0,0,119,41,27,7,19,23,0.270,6.13,0,3,1,0,176,2,30,2,2,3 +palacvi01,1987,1,PIT,NL,2,1,6,4,0,0,0,88,27,14,1,9,13,0.250,4.30,1,0,1,2,120,0,14,2,0,2 +palmeda01,1987,1,ATL,NL,8,11,28,28,0,0,0,457,169,83,17,64,111,0.281,4.90,4,5,7,0,687,0,94,9,5,11 +parkecl01,1987,1,SEA,AL,0,0,3,1,0,0,0,23,15,9,2,4,8,0.405,10.57,0,0,1,0,43,1,10,0,1,0 +parreje01,1987,1,MON,NL,7,6,45,0,0,0,6,186,53,29,8,30,56,0.229,4.21,4,6,0,1,267,26,33,5,1,2 +pattebo01,1987,1,PIT,NL,1,4,15,7,0,0,0,129,49,32,5,22,27,0.292,6.70,4,1,1,0,201,2,34,6,3,0 +pawlojo01,1987,1,CHA,AL,0,0,2,0,0,0,0,11,7,2,0,3,2,0.438,4.91,0,0,0,0,20,0,2,0,1,0 +penaal01,1987,1,LAN,NL,2,7,37,7,0,0,11,262,82,34,9,37,76,0.251,3.50,5,0,2,1,377,17,41,5,6,4 +penahi01,1987,1,PIT,NL,0,3,16,1,0,0,1,77,16,13,2,26,16,0.184,4.56,3,0,0,2,115,2,14,2,0,5 +perezme01,1987,1,KCA,AL,1,1,3,3,0,0,0,31,18,9,2,5,5,0.375,7.84,0,0,0,0,53,0,12,0,0,1 +perezpa01,1987,1,MON,NL,7,0,10,10,2,0,0,211,52,18,5,16,58,0.206,2.30,1,1,1,1,273,0,21,3,1,6 +perlmjo01,1987,1,SFN,NL,0,0,10,0,0,0,0,34,11,5,1,4,3,0.256,3.97,0,2,1,0,50,3,7,0,2,0 +perrypa02,1987,1,SLN,NL,4,2,45,0,0,0,1,197,54,32,7,21,33,0.222,4.39,3,3,2,0,269,13,34,2,1,4 +perrypa02,1987,2,CIN,NL,1,0,12,0,0,0,1,46,6,0,0,4,6,0.122,0.00,1,0,1,0,55,3,0,1,0,1 +peterad01,1987,1,CHA,AL,0,0,1,1,0,0,0,12,8,6,1,3,1,0.444,13.50,0,0,0,0,22,0,6,0,1,1 +peterst01,1987,1,SLN,NL,0,0,12,0,0,0,1,45,17,3,1,6,11,0.298,1.80,1,0,0,0,64,4,3,1,0,2 +petryda01,1987,1,DET,AL,9,7,30,21,0,0,0,404,148,84,22,76,93,0.279,5.61,5,8,10,1,628,3,101,4,7,13 +plesada01,1987,1,ML4,AL,5,6,57,0,0,0,23,238,63,23,8,23,89,0.213,2.61,1,6,3,0,325,47,30,1,2,7 +plunker01,1987,1,OAK,AL,4,6,32,11,0,0,2,285,91,50,8,62,90,0.253,4.74,3,5,2,2,432,11,53,3,5,7 +portuma01,1987,1,MIN,AL,1,3,13,7,0,0,0,132,58,38,13,24,28,0.326,7.77,1,2,1,0,204,3,40,0,1,7 +powelde01,1987,1,SEA,AL,1,3,16,3,0,0,0,103,32,12,3,15,17,0.250,3.15,0,0,0,0,147,1,13,2,2,2 +powerte01,1987,1,CIN,NL,10,13,34,34,2,1,0,612,213,102,28,71,133,0.267,4.50,7,3,3,2,887,0,115,8,7,12 +pricejo02,1987,1,SFN,NL,2,2,20,0,0,0,1,105,19,10,5,13,42,0.154,2.57,2,1,1,0,137,5,10,0,0,1 +puleoch01,1987,1,ATL,NL,6,8,35,16,1,0,0,370,122,58,11,40,99,0.262,4.23,0,0,3,1,524,2,63,7,9,12 +quiseda01,1987,1,KCA,AL,4,1,47,0,0,0,8,147,58,15,3,10,17,0.287,2.76,3,0,1,0,215,39,15,1,1,3 +rasmude01,1987,1,NYA,AL,9,7,26,25,2,0,0,438,145,77,31,55,89,0.260,4.75,1,6,4,0,627,0,78,5,5,8 +rasmude01,1987,2,CIN,NL,4,1,7,7,0,0,0,136,39,20,5,12,39,0.229,3.97,0,1,1,2,187,0,22,3,1,1 +rawlesh01,1987,1,PHI,NL,17,11,36,36,4,1,0,689,250,112,23,86,123,0.279,4.39,8,3,5,2,1005,0,118,10,9,14 +reardje01,1987,1,MIN,AL,8,8,63,0,0,0,31,241,70,40,14,28,83,0.232,4.48,4,2,3,0,337,58,41,1,3,4 +reedje01,1987,1,SEA,AL,1,2,39,1,0,0,7,245,79,31,7,24,51,0.255,3.42,3,1,3,0,340,17,32,2,1,8 +reuscri01,1987,1,PIT,NL,8,6,25,25,9,3,0,531,163,54,12,35,80,0.246,2.75,1,5,6,0,715,0,63,4,7,14 +reuscri01,1987,2,SFN,NL,5,3,9,8,3,1,0,150,44,24,1,7,27,0.230,4.32,2,2,2,0,205,0,28,4,1,3 +reussje01,1987,1,LAN,NL,0,0,1,0,0,0,0,6,2,1,0,0,2,0.333,4.50,0,0,0,0,8,0,1,1,1,0 +reussje01,1987,2,CIN,NL,0,5,7,7,0,0,0,104,52,30,2,12,10,0.354,7.79,2,1,1,1,163,0,31,2,0,5 +reussje01,1987,3,CAL,AL,4,5,17,16,1,1,0,247,112,48,16,17,37,0.327,5.25,1,3,2,0,368,1,60,5,1,13 +rhoderi01,1987,1,NYA,AL,16,10,30,29,4,0,0,545,184,78,22,61,107,0.268,3.86,5,9,3,1,764,1,84,6,7,16 +righeda01,1987,1,NYA,AL,8,6,60,0,0,0,31,285,95,37,9,44,77,0.262,3.51,4,1,2,3,419,54,45,6,5,9 +rijojo01,1987,1,OAK,AL,2,7,21,14,1,0,0,247,106,54,10,41,67,0.305,5.90,1,5,2,2,394,3,67,0,3,2 +ritchwa01,1987,1,PHI,NL,3,2,49,0,0,0,3,187,60,26,8,29,45,0.254,3.75,11,2,1,3,273,13,27,5,2,2 +rittere01,1987,1,CLE,AL,1,1,14,0,0,0,0,80,33,18,5,16,11,0.300,6.08,1,1,0,0,130,7,21,3,1,1 +robindo01,1987,1,PIT,NL,6,6,42,0,0,0,12,196,66,28,6,22,53,0.267,3.86,3,6,0,1,276,37,29,6,1,2 +robindo01,1987,2,SFN,NL,5,1,25,0,0,0,7,128,39,13,1,18,26,0.239,2.74,3,1,0,0,184,17,13,1,2,1 +robinje01,1987,1,SFN,NL,6,8,63,0,0,0,10,290,69,30,10,48,82,0.207,2.79,10,3,1,2,395,33,34,9,4,9 +robinje01,1987,2,PIT,NL,2,1,18,0,0,0,4,80,20,9,1,6,19,0.215,3.04,1,2,0,0,100,7,9,1,0,3 +robinje02,1987,1,DET,AL,9,6,29,21,2,1,0,382,132,76,16,54,98,0.262,5.37,3,4,7,3,569,2,86,2,2,9 +robinro01,1987,1,CIN,NL,7,5,48,18,0,0,4,462,148,63,14,43,99,0.256,3.68,8,2,1,0,638,14,71,8,7,5 +rodriri01,1987,1,OAK,AL,1,0,15,0,0,0,0,73,32,8,1,15,9,0.337,2.96,1,0,1,0,112,11,8,1,0,6 +rossma01,1987,1,PIT,NL,0,0,1,0,0,0,0,3,1,1,1,0,0,0.250,9.00,0,0,0,0,4,1,1,0,0,0 +ruffibr01,1987,1,PHI,NL,11,14,35,35,3,1,0,614,236,99,17,73,93,0.299,4.35,4,6,2,0,884,0,118,8,10,29 +russeje01,1987,1,TEX,AL,5,4,52,2,0,0,3,292,109,48,9,52,56,0.285,4.44,5,6,2,1,442,12,56,0,5,15 +ryanno01,1987,1,HOU,NL,8,16,34,34,0,0,0,635,154,65,14,87,270,0.200,2.76,2,10,4,2,873,0,75,9,1,6 +saberbr01,1987,1,KCA,AL,18,10,33,33,15,4,0,771,246,96,27,53,163,0.252,3.36,2,6,6,1,1048,0,99,8,5,19 +salazlu01,1987,1,SDN,NL,0,0,2,0,0,0,0,6,2,1,0,1,0,0.250,4.50,0,2,0,0,9,2,1,0,0,0 +sambijo01,1987,1,BOS,AL,2,6,47,0,0,0,0,113,46,29,8,16,35,0.301,6.93,3,3,0,0,171,16,29,2,0,1 +sandesc01,1987,1,CHN,NL,8,9,32,22,0,0,2,434,156,69,23,50,106,0.274,4.29,5,1,3,0,631,5,72,4,5,11 +savagja01,1987,1,LAN,NL,0,0,3,0,0,0,0,10,4,1,0,0,0,0.286,2.70,0,0,0,0,14,0,1,0,0,0 +schatda01,1987,1,PHI,NL,3,1,26,0,0,0,0,113,40,17,4,14,28,0.278,4.06,7,0,0,0,164,8,21,2,4,2 +schatda01,1987,2,MIN,AL,3,1,30,1,0,0,0,131,64,31,8,18,30,0.342,6.39,3,8,1,0,208,5,37,0,2,7 +scherbi01,1987,1,CIN,NL,1,1,23,0,0,0,0,99,43,16,3,16,24,0.328,4.36,4,2,0,0,151,10,17,1,3,6 +schirca01,1987,1,BOS,AL,8,5,62,1,0,0,6,251,75,41,15,40,93,0.240,4.41,5,5,1,2,361,52,45,5,2,2 +schmida01,1987,1,BAL,AL,10,5,35,14,2,2,1,372,128,52,13,26,70,0.263,3.77,2,2,1,0,515,7,57,0,1,11 +schroke01,1987,1,CLE,AL,6,13,32,29,4,1,0,461,185,111,29,57,61,0.298,6.50,1,4,3,2,695,0,126,9,6,10 +schuldo01,1987,1,NYN,NL,1,2,5,4,0,0,0,65,24,15,4,6,5,0.296,6.23,0,0,1,0,91,1,15,1,2,1 +scottmi03,1987,1,HOU,NL,16,13,36,36,8,3,0,743,199,89,21,79,233,0.217,3.23,6,10,4,2,1010,0,94,8,3,10 +searara01,1987,1,CHA,AL,2,3,58,0,0,0,2,167,56,26,9,24,33,0.264,4.20,3,2,1,0,240,18,28,1,2,6 +sebrabo01,1987,1,MON,NL,6,15,36,27,4,1,0,532,184,87,15,67,156,0.272,4.42,0,8,3,2,765,3,99,12,7,12 +selleje01,1987,1,BOS,AL,7,8,25,22,4,2,0,419,161,82,10,61,99,0.299,5.28,0,2,3,0,620,0,85,8,8,8 +shielst01,1987,1,SEA,AL,2,0,20,0,0,0,3,90,43,22,7,12,22,0.333,6.60,1,3,0,0,144,10,25,0,3,3 +shirlbo01,1987,1,NYA,AL,1,0,12,1,0,0,0,102,36,17,4,16,12,0.277,4.50,0,0,0,0,152,6,20,0,6,2 +shirlbo01,1987,2,KCA,AL,0,0,3,0,0,0,0,22,10,12,5,6,1,0.323,14.73,0,1,0,0,37,1,12,0,0,0 +shower01,1987,1,SDN,NL,8,16,34,34,5,3,0,619,188,88,26,85,117,0.242,3.84,7,6,9,5,887,0,99,9,5,14 +siskdo01,1987,1,NYN,NL,3,1,55,0,0,0,3,234,83,30,5,22,37,0.270,3.46,4,2,3,0,339,17,38,5,2,10 +smilejo01,1987,1,PIT,NL,5,5,63,0,0,0,4,225,69,48,7,50,58,0.244,5.76,8,5,0,1,336,19,49,0,3,9 +smithbr01,1987,1,MON,NL,10,9,26,26,2,0,0,451,164,73,16,31,94,0.274,4.37,4,2,2,0,643,0,81,7,5,12 +smithda02,1987,1,HOU,NL,2,3,50,0,0,0,24,180,39,11,0,21,73,0.182,1.65,8,2,1,2,240,44,13,3,1,2 +smithle02,1987,1,CHN,NL,4,10,62,0,0,0,36,251,84,29,4,32,96,0.259,3.12,5,4,0,0,360,55,30,4,0,4 +smithmi03,1987,1,MIN,AL,4,7,21,20,0,0,0,327,126,72,17,38,53,0.286,5.94,3,4,9,2,494,0,76,1,5,7 +smithpe02,1987,1,ATL,NL,1,2,6,6,0,0,0,95,39,17,3,14,11,0.307,4.83,0,3,0,1,143,0,21,0,2,5 +smithro01,1987,1,MIN,AL,1,0,7,1,0,0,0,49,20,9,3,6,8,0.294,4.96,0,0,2,0,78,1,10,0,1,1 +smithza01,1987,1,ATL,NL,15,10,36,36,9,3,0,726,245,110,19,91,130,0.266,4.09,6,5,5,1,1035,0,130,12,5,35 +snellna01,1987,1,DET,AL,1,2,22,2,0,0,0,116,39,17,5,19,19,0.267,3.96,3,4,0,0,168,12,20,2,1,6 +soffra01,1987,1,SLN,NL,1,0,12,0,0,0,0,46,18,11,3,5,9,0.295,6.46,1,0,1,0,68,1,11,0,1,2 +solanju01,1987,1,HOU,NL,0,0,11,0,0,0,0,60,25,17,5,9,12,0.298,7.65,0,0,0,0,94,4,17,1,0,0 +sorenla01,1987,1,MON,NL,3,4,23,5,0,0,1,143,56,25,7,12,21,0.286,4.72,1,1,3,0,215,6,32,2,2,6 +sotoma01,1987,1,CIN,NL,3,2,6,6,0,0,0,95,34,18,7,12,11,0.279,5.12,1,1,0,0,138,0,18,4,0,1 +stanlbo01,1987,1,BOS,AL,4,15,34,20,4,1,0,458,198,85,17,42,67,0.321,5.01,7,3,1,0,676,5,96,13,4,23 +staplda02,1987,1,ML4,AL,2,0,4,0,0,0,0,44,13,3,0,3,14,0.241,1.84,0,0,0,0,58,1,3,1,0,2 +stclara01,1987,1,MON,NL,3,3,44,0,0,0,7,201,64,30,9,20,43,0.250,4.03,4,4,1,0,282,24,31,1,3,7 +stewada01,1987,1,OAK,AL,20,13,37,37,8,1,0,784,224,107,24,105,205,0.229,3.68,2,11,6,0,1103,0,121,7,5,14 +stewasa01,1987,1,CLE,AL,4,2,25,0,0,0,3,81,25,17,4,21,25,0.234,5.67,1,2,1,0,130,16,22,0,1,2 +stiebda01,1987,1,TOR,AL,13,9,33,31,3,1,0,555,164,84,16,87,115,0.239,4.09,4,4,7,0,789,1,92,5,5,13 +stoddbo01,1987,1,KCA,AL,1,3,17,2,0,0,1,120,51,19,3,22,23,0.313,4.28,2,4,3,0,190,4,26,1,1,4 +stoddti01,1987,1,NYA,AL,4,3,57,0,0,0,8,278,83,36,13,30,78,0.235,3.50,2,3,0,0,386,23,38,0,3,4 +strakle01,1987,1,MIN,AL,8,10,31,26,1,0,0,463,150,75,24,59,76,0.257,4.37,6,2,2,5,656,1,79,6,6,11 +sutclri01,1987,1,CHN,NL,18,10,34,34,6,1,0,712,223,97,24,106,174,0.252,3.68,14,9,4,4,1012,0,106,9,8,13 +suttodo01,1987,1,CAL,AL,11,11,35,34,1,0,0,575,199,100,38,41,99,0.269,4.70,0,7,7,0,795,0,101,2,5,16 +swindgr01,1987,1,CLE,AL,3,8,16,15,4,1,0,307,112,58,18,37,97,0.283,5.10,1,0,1,1,441,0,62,4,3,6 +tananfr01,1987,1,DET,AL,15,10,34,34,5,3,0,656,216,95,27,56,146,0.256,3.91,5,6,5,0,924,0,106,8,11,18 +taylodo01,1987,1,PIT,NL,2,3,14,8,0,0,0,160,48,34,10,28,37,0.247,5.74,1,3,1,0,226,0,35,1,2,7 +tekulke01,1987,1,PHI,NL,6,4,90,0,0,0,3,315,96,36,8,29,60,0.243,3.09,13,2,0,0,432,38,38,5,3,11 +terrewa01,1987,1,DET,AL,17,10,35,35,10,1,0,734,254,110,30,94,143,0.268,4.05,7,8,3,0,1057,0,123,3,10,25 +terrysc01,1987,1,SLN,NL,0,0,11,0,0,0,0,40,13,5,0,8,9,0.260,3.38,2,0,0,0,59,2,5,1,0,2 +tewksbo01,1987,1,NYA,AL,1,4,8,6,0,0,0,100,47,25,5,7,12,0.338,6.75,0,0,1,0,149,1,26,2,0,5 +tewksbo01,1987,2,CHN,NL,0,4,7,3,0,0,0,54,32,13,1,13,10,0.421,6.50,3,1,0,2,93,3,15,3,1,4 +thigpbo01,1987,1,CHA,AL,7,5,51,0,0,0,16,267,86,27,10,24,52,0.256,2.73,5,0,3,0,369,37,30,6,0,6 +thomaro02,1987,1,SEA,AL,1,0,8,0,0,0,0,62,23,12,2,11,14,0.299,5.23,0,2,1,1,92,2,12,0,3,4 +thurmma01,1987,1,DET,AL,0,1,48,0,0,0,5,185,83,29,5,24,21,0.331,4.23,4,4,0,0,280,23,32,1,4,13 +tibbsja01,1987,1,MON,NL,4,5,19,12,0,0,0,249,95,46,10,34,54,0.289,4.99,2,1,0,1,366,2,55,2,1,9 +tolivfr01,1987,1,PHI,NL,1,1,10,4,0,0,0,91,34,19,2,17,25,0.291,5.64,3,1,1,1,139,2,19,2,2,1 +troutst01,1987,1,CHN,NL,6,3,11,11,3,2,0,225,72,25,3,27,32,0.260,3.00,0,3,1,0,308,0,27,1,2,13 +troutst01,1987,2,NYA,AL,0,4,14,9,0,0,0,139,51,34,4,37,27,0.274,6.60,0,9,1,0,224,2,36,0,0,6 +trujimi01,1987,1,SEA,AL,4,4,28,7,0,0,1,197,70,45,12,26,36,0.277,6.17,0,6,2,1,284,6,46,1,2,6 +tudorjo01,1987,1,SLN,NL,10,2,16,16,0,0,0,288,100,41,11,32,54,0.272,3.84,1,1,1,0,405,0,43,3,2,6 +tunnele01,1987,1,SLN,NL,4,4,32,9,0,0,0,223,90,40,5,34,49,0.307,4.84,7,2,1,5,335,3,45,3,4,13 +valenfe01,1987,1,LAN,NL,14,14,34,34,12,1,0,753,254,111,25,124,190,0.262,3.98,4,14,4,1,1116,0,120,18,2,21 +vandeed01,1987,1,CLE,AL,1,0,55,0,0,0,0,217,96,41,9,21,40,0.325,5.10,2,5,0,0,321,18,42,0,5,10 +violafr01,1987,1,MIN,AL,17,10,36,36,7,1,0,755,230,81,29,66,197,0.241,2.90,1,1,6,1,1037,0,91,7,3,13 +vonohda01,1987,1,OAK,AL,0,0,4,0,0,0,0,18,10,5,1,1,3,0.400,7.50,0,0,0,0,27,3,5,0,1,2 +waddeto01,1987,1,CLE,AL,0,1,6,0,0,0,0,17,7,9,1,7,6,0.292,14.29,0,1,1,0,32,2,10,0,0,0 +walkbo01,1987,1,PIT,NL,8,2,39,12,1,1,0,351,107,43,11,51,78,0.246,3.31,2,7,3,3,498,6,52,6,2,12 +wallati01,1987,1,MON,NL,0,0,1,0,0,0,0,3,1,0,0,0,0,0.333,0.00,0,0,0,0,3,1,0,0,0,1 +waltege01,1987,1,NYN,NL,1,2,21,0,0,0,0,59,18,7,1,13,11,0.243,3.20,3,1,1,0,89,6,10,0,1,3 +warddu01,1987,1,TOR,AL,1,0,12,1,0,0,0,35,14,9,0,12,10,0.326,6.94,2,0,0,0,57,4,9,1,1,2 +wegmabi01,1987,1,ML4,AL,12,11,34,33,7,0,0,675,229,106,31,53,102,0.265,4.24,2,0,6,2,934,0,113,4,6,15 +welchbo01,1987,1,LAN,NL,15,9,35,35,6,4,0,755,204,90,21,86,196,0.221,3.22,6,4,4,4,1027,0,94,10,6,10 +wellsda01,1987,1,TOR,AL,4,3,18,2,0,0,1,88,37,13,0,12,32,0.311,3.99,0,4,0,0,132,6,14,1,0,3 +whitsed01,1987,1,SDN,NL,10,13,36,34,3,1,0,617,197,108,36,64,135,0.251,4.73,3,2,3,1,858,0,113,4,2,17 +wilkibi01,1987,1,SEA,AL,3,4,56,0,0,0,10,229,61,31,8,21,73,0.223,3.66,1,0,0,0,303,29,33,2,6,6 +willifr01,1987,1,CIN,NL,4,0,85,0,0,0,2,317,101,27,5,39,60,0.254,2.30,9,4,2,0,446,19,37,5,3,10 +willima05,1987,1,BAL,AL,8,9,61,2,0,0,3,375,122,56,12,41,73,0.261,4.03,15,3,3,0,520,36,59,5,3,17 +willimi02,1987,1,TEX,AL,8,6,85,1,0,0,6,326,63,39,9,94,129,0.175,3.23,7,4,7,2,469,32,47,4,3,8 +willsfr01,1987,1,CLE,AL,0,1,6,0,0,0,1,16,3,3,0,7,4,0.176,5.06,0,0,0,0,26,4,3,1,1,0 +wilsogl01,1987,1,PHI,NL,0,0,1,0,0,0,0,3,0,0,0,0,1,0.000,0.00,0,0,0,0,3,1,0,0,0,0 +winnji01,1987,1,CHA,AL,4,6,56,0,0,0,6,282,95,50,10,62,44,0.271,4.79,5,4,6,0,422,24,54,4,0,17 +wittbo01,1987,1,TEX,AL,8,10,26,25,1,0,0,429,114,78,10,140,160,0.219,4.91,1,7,3,2,673,0,82,5,5,10 +wittmi01,1987,1,CAL,AL,16,14,36,36,10,0,0,741,252,110,34,84,192,0.261,4.01,4,6,4,0,1065,0,128,6,6,19 +wojnaed01,1987,1,SDN,NL,0,3,5,3,0,0,0,55,25,12,2,6,13,0.333,5.89,0,3,1,1,84,0,12,1,1,0 +woodwro01,1987,1,BOS,AL,1,1,9,6,0,0,0,111,53,29,6,15,15,0.338,7.05,0,2,1,1,177,1,33,2,2,4 +worreto01,1987,1,SLN,NL,8,6,75,0,0,0,33,284,86,28,8,34,92,0.242,2.66,11,1,0,0,395,54,29,4,2,7 +yettri01,1987,1,CLE,AL,3,9,37,11,2,0,1,293,96,57,21,49,59,0.257,5.25,3,9,3,0,432,13,63,4,2,7 +youmafl01,1987,1,MON,NL,9,8,23,23,3,3,0,349,112,60,13,47,94,0.251,4.64,2,3,1,1,505,0,63,6,5,3 +youngcu01,1987,1,OAK,AL,13,7,31,31,6,0,0,609,194,92,38,44,124,0.252,4.08,0,2,3,1,828,0,102,6,4,13 +youngma01,1987,1,LAN,NL,5,8,47,0,0,0,11,163,62,27,3,17,42,0.288,4.47,5,3,0,0,234,31,30,1,1,9 +ziemst01,1987,1,ATL,NL,0,1,2,0,0,0,0,7,4,2,0,1,0,0.364,7.71,0,0,0,1,12,1,3,0,0,0 +aasedo01,1988,1,BAL,AL,0,0,35,0,0,0,0,140,40,21,4,37,28,0.240,4.05,5,1,0,0,209,16,22,3,2,5 +ackerji01,1988,1,ATL,NL,0,4,21,1,0,0,0,126,45,22,6,14,25,0.280,4.71,3,2,1,0,184,7,26,5,3,2 +agostju01,1988,1,HOU,NL,10,2,75,0,0,0,4,275,74,23,6,30,33,0.226,2.26,13,3,0,5,371,33,27,9,5,12 +aguilri01,1988,1,NYN,NL,0,4,11,3,0,0,0,74,29,19,2,10,16,0.296,6.93,2,1,1,1,111,2,20,2,0,1 +albagi01,1988,1,SLN,NL,0,0,3,0,0,0,0,10,1,1,0,2,3,0.091,2.70,0,0,0,0,14,1,2,0,1,0 +alexado01,1988,1,DET,AL,14,11,34,34,5,1,0,687,260,110,30,46,126,0.282,4.32,7,2,5,1,985,0,122,4,8,10 +allenne01,1988,1,NYA,AL,5,3,41,2,0,1,0,352,121,50,14,37,61,0.268,3.84,7,2,2,0,504,10,51,7,6,8 +alvarjo01,1988,1,ATL,NL,5,6,60,0,0,0,3,307,88,34,7,53,81,0.240,2.99,12,4,6,1,436,23,34,8,3,9 +anderal02,1988,1,MIN,AL,16,9,30,30,3,1,0,607,199,55,14,37,83,0.261,2.45,1,1,7,4,815,0,70,3,5,25 +anderla02,1988,1,HOU,NL,2,4,53,0,0,0,5,248,82,27,3,20,66,0.254,2.94,8,1,1,2,350,25,29,3,3,7 +anderri02,1988,1,KCA,AL,2,1,7,3,0,0,0,102,41,16,3,9,9,0.308,4.24,2,1,1,0,147,0,17,1,3,2 +andujjo01,1988,1,HOU,NL,2,5,23,10,0,0,0,236,94,35,9,21,35,0.297,4.00,5,0,5,3,351,4,43,4,4,4 +aquinlu01,1988,1,KCA,AL,1,0,7,5,1,1,0,87,33,9,1,17,11,0.284,2.79,0,1,1,1,136,0,15,0,1,3 +armstja01,1988,1,CIN,NL,4,7,14,13,0,0,0,196,63,42,8,38,45,0.256,5.79,2,3,0,2,293,0,44,4,5,2 +arnolsc01,1988,1,SLN,NL,0,0,6,0,0,0,0,20,9,4,0,4,8,0.321,5.40,1,3,0,3,32,2,4,0,0,1 +assenpa01,1988,1,ATL,NL,8,7,64,0,0,0,5,238,72,27,4,32,71,0.251,3.06,11,7,1,0,329,32,28,8,1,10 +atherke01,1988,1,MIN,AL,7,5,49,0,0,0,3,222,65,28,10,22,43,0.235,3.41,4,1,2,0,309,13,29,5,3,3 +augusdo01,1988,1,ML4,AL,13,7,24,22,6,1,0,445,137,51,12,48,66,0.245,3.09,6,5,0,0,614,0,55,4,3,16 +bailesc01,1988,1,CLE,AL,9,14,37,21,5,2,0,435,149,79,22,46,53,0.266,4.90,0,2,2,3,617,7,89,5,4,17 +bairdo01,1988,1,TOR,AL,0,0,10,0,0,0,0,40,14,6,2,3,8,0.280,4.05,0,1,0,0,55,4,6,2,0,1 +ballaje01,1988,1,BAL,AL,8,12,25,25,6,1,0,460,167,75,15,42,41,0.278,4.40,2,2,6,2,654,0,83,3,3,19 +bankhsc01,1988,1,SEA,AL,7,9,21,21,2,1,0,405,115,46,8,38,102,0.224,3.07,5,3,1,1,557,0,53,3,1,9 +bannifl01,1988,1,KCA,AL,12,13,31,31,2,0,0,568,182,91,22,68,113,0.248,4.33,6,6,5,2,816,0,102,8,2,12 +barojsa01,1988,1,PHI,NL,0,0,6,0,0,0,0,26,7,8,1,8,1,0.250,8.31,0,0,0,2,39,2,9,1,2,1 +barreti01,1988,1,MON,NL,0,0,4,0,0,0,1,28,10,6,2,2,5,0.270,5.79,0,0,0,0,39,2,6,0,0,0 +bautijo01,1988,1,BAL,AL,6,15,33,25,3,0,0,515,171,82,21,45,76,0.258,4.30,3,4,7,5,721,5,86,2,3,14 +bedrost01,1988,1,PHI,NL,6,6,57,0,0,0,28,223,75,31,6,27,61,0.257,3.75,5,0,0,0,322,49,34,0,3,4 +belchti01,1988,1,LAN,NL,12,6,36,27,4,1,4,539,143,58,8,51,152,0.217,2.91,7,4,2,0,719,5,65,6,1,9 +berenju01,1988,1,MIN,AL,8,4,57,1,0,0,2,300,74,44,7,61,99,0.207,3.96,7,3,1,5,428,27,44,5,4,5 +bestka01,1988,1,MIN,AL,0,0,11,0,0,0,0,36,15,8,1,7,9,0.306,6.00,1,0,0,1,59,8,9,1,2,0 +bielemi01,1988,1,CHN,NL,2,2,19,5,0,0,0,145,55,18,4,16,33,0.284,3.35,1,3,0,3,215,7,22,1,4,2 +birkbmi01,1988,1,ML4,AL,10,8,23,23,0,0,0,372,141,65,10,37,64,0.285,4.72,1,0,1,11,538,0,69,4,2,12 +birtsti01,1988,1,CIN,NL,1,3,36,4,0,0,0,193,61,30,6,24,38,0.250,4.20,5,0,3,3,277,8,34,3,3,5 +bittije01,1988,1,CHA,AL,2,4,25,7,0,0,0,185,59,29,11,29,33,0.255,4.23,2,3,0,2,268,9,31,4,4,2 +blackbu02,1988,1,KCA,AL,2,1,17,0,0,0,0,66,23,12,2,11,19,0.267,4.91,2,0,0,2,98,5,12,1,0,1 +blackbu02,1988,2,CLE,AL,2,3,16,7,0,0,1,177,59,33,6,23,44,0.262,5.03,1,5,4,4,260,4,35,5,3,4 +blankke01,1988,1,ATL,NL,0,1,2,2,0,0,0,32,7,4,0,7,5,0.194,3.38,0,0,1,0,44,0,4,0,0,2 +blankke01,1988,2,CHN,NL,1,0,1,1,0,0,0,15,7,4,2,1,4,0.318,7.20,0,0,0,0,23,0,4,0,0,0 +blylebe01,1988,1,MIN,AL,10,17,33,33,7,0,0,622,240,125,21,51,145,0.294,5.43,1,5,16,3,895,0,128,6,6,17 +bockura01,1988,1,SFN,NL,1,1,20,0,0,0,0,96,35,17,2,13,18,0.297,4.78,2,2,1,0,138,4,19,5,1,6 +boddimi01,1988,1,BAL,AL,6,12,21,21,4,0,0,441,149,63,14,51,100,0.265,3.86,5,3,11,4,636,0,72,3,8,13 +boddimi01,1988,2,BOS,AL,7,3,15,14,1,1,0,267,85,26,3,26,56,0.257,2.63,1,3,3,0,365,0,30,1,4,9 +boevejo01,1988,1,ATL,NL,0,2,16,0,0,0,1,61,12,4,1,1,7,0.182,1.77,0,0,1,0,70,13,4,2,0,1 +boltoto01,1988,1,BOS,AL,1,3,28,0,0,0,1,91,35,16,1,14,21,0.285,4.75,1,2,0,1,140,8,17,2,1,2 +bookegr01,1988,1,SDN,NL,2,2,34,2,0,0,0,191,68,24,5,19,43,0.278,3.39,2,2,1,0,272,11,31,3,4,8 +bordiri01,1988,1,OAK,AL,0,1,2,2,0,0,0,23,6,4,0,5,6,0.222,4.70,0,1,0,0,34,0,6,0,1,0 +bosioch01,1988,1,ML4,AL,7,15,38,22,9,1,6,546,190,68,13,38,84,0.268,3.36,6,1,2,2,766,15,80,7,9,18 +boydoi01,1988,1,BOS,AL,9,7,23,23,1,0,0,389,147,77,25,41,71,0.289,5.34,2,0,2,5,561,0,82,3,6,9 +brantje01,1988,1,SFN,NL,0,1,9,1,0,0,1,62,22,13,2,6,11,0.275,5.66,1,0,1,1,88,2,13,1,0,2 +brennwi01,1988,1,LAN,NL,0,1,4,2,0,0,0,28,13,7,0,6,7,0.342,6.75,1,2,0,1,44,2,7,0,0,1 +brownke01,1988,1,TEX,AL,1,1,4,4,1,0,0,70,33,11,2,8,12,0.330,4.24,0,1,1,0,110,0,15,1,0,2 +brownke02,1988,1,CIN,NL,2,1,4,3,0,0,0,49,14,5,1,4,6,0.237,2.76,0,1,0,0,63,1,5,0,0,2 +brownto05,1988,1,CIN,NL,18,5,36,36,5,2,0,752,205,95,36,64,124,0.224,3.41,3,2,7,4,1001,0,98,6,8,17 +buicede01,1988,1,CAL,AL,2,4,32,0,0,0,3,124,45,27,5,19,38,0.287,5.88,3,3,0,2,183,18,29,5,2,3 +burketi01,1988,1,MON,NL,3,5,61,0,0,0,18,246,84,31,7,25,42,0.272,3.40,13,3,3,1,350,39,36,8,5,8 +burnsto02,1988,1,OAK,AL,8,2,17,14,2,0,1,308,93,36,8,34,57,0.241,3.16,1,3,1,6,425,3,38,2,2,4 +cadargr01,1988,1,OAK,AL,5,2,58,0,0,0,3,215,60,23,2,36,64,0.226,2.89,1,5,1,3,311,16,26,5,3,6 +calhoje01,1988,1,PHI,NL,0,0,3,0,0,0,0,7,6,4,2,1,1,0.462,15.43,0,0,0,0,14,0,4,0,0,0 +camacer01,1988,1,HOU,NL,0,3,13,0,0,0,1,53,25,15,1,12,13,0.352,7.64,2,4,0,3,85,6,15,2,0,5 +campbmi01,1988,1,SEA,AL,6,10,20,20,2,0,0,344,128,75,18,43,63,0.280,5.89,1,4,0,4,507,0,81,2,5,5 +candejo01,1988,1,NYA,AL,13,7,25,24,6,2,1,471,150,59,18,23,121,0.248,3.38,2,2,2,12,640,1,69,4,6,7 +candito01,1988,1,CLE,AL,14,8,31,31,11,1,0,650,225,79,15,53,137,0.272,3.28,3,5,6,7,903,0,86,12,5,20 +cangejo01,1988,1,PIT,NL,0,0,1,0,0,0,0,6,1,0,0,0,0,0.143,0.00,0,1,0,0,7,1,0,0,0,0 +capelmi01,1988,1,CHN,NL,2,1,22,0,0,0,0,88,34,16,5,13,19,0.293,4.91,2,5,3,0,134,11,19,2,0,6 +carltst01,1988,1,MIN,AL,0,1,4,1,0,0,0,29,20,18,5,5,5,0.408,16.76,1,0,0,2,54,1,19,0,0,0 +carmado01,1988,1,PHI,NL,10,14,36,32,2,0,0,604,211,96,20,70,116,0.270,4.29,6,8,4,3,873,0,101,9,8,9 +carpecr01,1988,1,SLN,NL,2,3,8,8,1,0,0,143,56,25,3,9,24,0.298,4.72,2,1,1,0,203,0,27,1,4,4 +carych01,1988,1,ATL,NL,0,0,7,0,0,0,0,25,8,6,1,4,7,0.250,6.48,0,1,1,0,39,1,6,2,0,0 +castito02,1988,1,TOR,AL,1,0,14,0,0,0,0,45,10,5,2,2,14,0.200,3.00,0,0,0,0,54,6,5,0,2,1 +cecenjo01,1988,1,TEX,AL,0,0,22,0,0,0,1,79,20,14,2,23,27,0.213,4.78,1,3,2,2,121,7,16,0,2,1 +cerutjo01,1988,1,TOR,AL,6,7,46,12,0,0,1,371,120,43,12,42,65,0.256,3.13,6,7,3,3,524,11,56,8,3,12 +charlno01,1988,1,CIN,NL,4,5,10,10,0,0,0,184,60,27,6,20,39,0.256,3.96,2,3,2,2,259,0,27,1,2,3 +childro01,1988,1,HOU,NL,1,0,11,0,0,0,0,70,26,16,3,9,24,0.280,6.17,2,0,1,0,103,3,17,0,0,3 +clancji01,1988,1,TOR,AL,11,13,36,31,4,0,1,589,207,98,26,47,118,0.272,4.49,3,7,9,0,827,5,106,7,4,25 +clarkte01,1988,1,CAL,AL,6,6,15,15,2,1,0,282,120,53,8,31,39,0.323,5.07,6,5,0,2,410,0,54,2,5,14 +clayda02,1988,1,PHI,NL,0,1,17,0,0,0,0,72,27,16,5,21,12,0.303,6.00,2,2,0,1,114,2,17,3,1,4 +clearma01,1988,1,ML4,AL,1,0,25,0,0,0,0,87,23,9,4,21,26,0.215,2.79,0,1,0,4,130,16,12,0,2,3 +clemepa01,1988,1,NYA,AL,0,0,6,1,0,0,0,25,12,6,1,4,3,0.343,6.48,0,1,0,0,41,1,8,0,2,1 +clemero02,1988,1,BOS,AL,18,12,35,35,14,8,0,792,217,86,17,62,291,0.220,2.93,4,4,6,7,1063,0,93,6,3,7 +clibust02,1988,1,CAL,AL,4,2,40,1,0,0,0,252,83,38,11,32,42,0.266,4.07,6,1,6,4,361,13,45,7,4,13 +codirch01,1988,1,CLE,AL,0,4,14,2,0,0,1,58,32,20,2,10,12,0.372,9.31,2,2,3,0,101,4,22,2,0,1 +coffmke01,1988,1,ATL,NL,2,6,18,11,0,0,0,201,62,43,3,54,24,0.251,5.78,2,11,4,1,311,2,52,3,3,7 +comstke01,1988,1,SDN,NL,0,0,7,0,0,0,0,24,8,6,1,3,9,0.250,6.75,1,2,0,1,35,3,6,0,0,0 +conceda01,1988,1,CIN,NL,0,0,1,0,0,0,0,4,2,0,0,0,1,0.333,0.00,0,0,0,0,6,1,0,0,0,0 +coneda01,1988,1,NYN,NL,20,3,35,28,8,4,0,694,178,57,10,80,213,0.213,2.22,7,10,4,10,936,0,67,11,5,11 +cookde01,1988,1,SFN,NL,2,1,4,4,1,1,0,66,9,7,1,11,13,0.125,2.86,1,1,0,0,86,0,8,0,3,1 +cookmi01,1988,1,CAL,AL,0,1,3,0,0,0,0,11,4,2,0,1,2,0.308,4.91,0,1,1,0,15,1,2,0,0,1 +corbesh01,1988,1,CAL,AL,2,1,34,0,0,0,1,137,47,21,2,23,28,0.273,4.14,3,2,0,0,204,7,23,4,5,0 +corsiji01,1988,1,OAK,AL,0,1,11,1,0,0,0,64,20,9,1,6,10,0.260,3.80,1,1,0,1,89,7,10,3,3,2 +costejo01,1988,1,SLN,NL,5,2,36,0,0,0,1,149,44,10,3,25,38,0.235,1.81,4,0,0,1,214,15,15,1,1,2 +coxda01,1988,1,SLN,NL,3,8,13,13,0,0,0,258,89,38,6,25,47,0.272,3.98,7,4,1,3,361,0,40,5,3,7 +crewsti01,1988,1,LAN,NL,4,0,42,0,0,0,0,215,77,25,3,16,45,0.278,3.14,7,1,0,0,301,12,29,3,5,3 +crimch01,1988,1,ML4,AL,7,6,70,0,0,0,9,315,95,34,11,28,58,0.247,2.91,3,9,2,2,425,25,38,5,6,11 +croucza01,1988,1,BOS,AL,0,0,3,0,0,0,0,4,4,1,0,2,0,0.571,6.75,0,0,0,0,9,1,1,0,0,1 +curryst01,1988,1,BOS,AL,0,1,3,3,0,0,0,33,15,10,0,14,4,0.357,8.18,2,2,0,1,59,0,10,1,2,0 +darliro01,1988,1,NYN,NL,17,9,34,34,7,4,0,722,218,87,24,60,161,0.245,3.25,2,7,5,2,971,0,97,10,8,20 +darwida01,1988,1,HOU,NL,8,13,44,20,3,0,3,576,189,82,20,48,129,0.259,3.84,9,1,7,2,804,9,86,10,9,17 +davisjo03,1988,1,CHA,AL,0,1,5,2,0,0,0,48,21,12,4,5,10,0.328,6.75,0,0,0,0,70,1,12,0,1,1 +davisjo04,1988,1,CHA,AL,2,5,34,1,0,0,1,191,77,47,5,50,37,0.297,6.64,10,6,4,3,319,10,58,2,4,10 +davisma01,1988,1,SDN,NL,5,10,62,0,0,0,28,295,70,22,2,42,102,0.199,2.01,11,9,0,1,402,52,24,7,1,12 +davisro02,1988,1,SFN,NL,1,1,9,0,0,0,0,52,15,9,4,6,15,0.234,4.67,0,0,1,0,72,4,10,1,0,0 +davisst02,1988,1,OAK,AL,16,7,33,33,1,0,0,605,211,83,16,91,127,0.274,3.70,2,16,1,2,872,0,86,3,8,19 +dawlebi01,1988,1,PHI,NL,0,2,8,0,0,0,0,26,16,13,3,4,3,0.381,13.50,1,2,0,0,47,1,13,0,1,0 +dayleke01,1988,1,SLN,NL,2,7,54,0,0,0,5,166,48,17,2,19,38,0.239,2.77,7,2,1,0,226,21,20,4,1,5 +dedmoje01,1988,1,CLE,AL,1,0,21,0,0,0,1,101,35,17,3,21,17,0.276,4.54,1,2,3,1,157,12,20,3,3,4 +dejesjo01,1988,1,KCA,AL,0,1,2,1,0,0,0,8,6,8,0,5,2,0.429,27.00,1,0,0,0,19,0,10,0,0,1 +deleojo01,1988,1,SLN,NL,13,10,34,34,3,1,0,676,198,92,13,86,208,0.237,3.67,7,10,2,0,940,0,95,10,7,15 +deshaji01,1988,1,HOU,NL,11,14,31,31,3,2,0,621,164,69,20,72,127,0.218,3.00,5,1,2,6,847,0,77,8,13,8 +dibblro01,1988,1,CIN,NL,1,1,37,0,0,0,0,178,43,12,2,21,59,0.207,1.82,5,3,1,2,235,6,12,2,3,2 +dillago01,1988,1,BAL,AL,0,0,2,1,0,0,0,9,3,2,1,4,2,0.273,6.00,0,0,0,0,15,0,2,0,0,0 +dimicfr01,1988,1,CAL,AL,0,0,4,0,0,0,0,14,5,5,2,2,1,0.263,9.64,0,0,0,1,21,0,5,0,0,0 +dipinfr01,1988,1,CHN,NL,2,3,63,0,0,0,6,271,102,50,6,32,69,0.285,4.98,7,6,0,1,398,23,54,2,6,2 +dopsojo01,1988,1,MON,NL,3,11,26,26,1,0,0,506,150,57,15,58,101,0.235,3.04,3,3,1,1,704,0,69,5,2,14 +dotsori01,1988,1,NYA,AL,12,9,32,29,4,0,0,513,178,95,27,72,77,0.266,5.00,3,3,4,3,755,0,103,3,7,11 +downske01,1988,1,SFN,NL,13,9,27,26,6,3,0,504,140,62,11,47,118,0.225,3.32,8,7,3,4,685,0,67,4,9,13 +drabedo01,1988,1,PIT,NL,15,7,33,32,3,1,0,658,194,75,21,50,127,0.239,3.08,4,4,6,1,880,0,83,7,5,22 +draveda01,1988,1,SFN,NL,2,2,7,7,1,0,0,111,33,13,4,8,19,0.243,3.16,0,0,0,2,151,0,19,4,3,4 +dunnemi01,1988,1,PIT,NL,7,11,30,28,1,0,0,510,163,74,15,88,70,0.255,3.92,3,12,5,7,752,1,88,11,8,13 +eavega01,1988,1,ATL,NL,0,0,5,0,0,0,0,15,7,5,0,3,0,0.333,9.00,0,0,0,0,24,4,5,0,0,0 +eckerde01,1988,1,OAK,AL,4,2,60,0,0,0,45,218,52,19,5,11,70,0.198,2.35,2,0,1,2,279,53,20,1,3,3 +eicheju01,1988,1,ATL,NL,2,0,20,0,0,0,0,112,44,16,3,10,13,0.297,3.86,2,0,0,0,165,7,19,3,4,4 +eichhma01,1988,1,TOR,AL,0,3,37,0,0,0,1,200,79,31,3,27,28,0.304,4.19,4,3,6,6,302,17,32,8,1,4 +eilanda01,1988,1,NYA,AL,0,0,3,3,0,0,0,38,15,9,6,4,7,0.294,6.39,0,0,2,0,57,0,9,0,0,1 +ellswst01,1988,1,BOS,AL,1,6,8,7,0,0,0,108,47,27,7,16,16,0.315,6.75,1,1,1,0,168,0,29,1,1,4 +farrejo03,1988,1,CLE,AL,14,10,31,30,4,0,0,631,216,99,15,67,92,0.269,4.24,3,2,9,3,895,0,106,9,6,14 +farrst01,1988,1,KCA,AL,5,4,62,1,0,0,20,248,74,23,5,30,72,0.240,2.50,6,4,2,2,344,49,25,1,3,7 +fernasi01,1988,1,NYN,NL,12,10,31,31,1,1,0,561,127,63,15,70,189,0.191,3.03,1,4,6,9,751,0,69,2,7,8 +filerto01,1988,1,ML4,AL,5,8,19,16,2,1,0,305,108,50,8,33,39,0.281,4.43,4,5,1,0,431,0,54,5,7,11 +finlech01,1988,1,CAL,AL,9,15,31,31,2,0,0,583,191,90,15,82,111,0.263,4.17,7,5,6,8,831,0,95,7,10,22 +fishebr01,1988,1,PIT,NL,8,10,33,22,1,1,1,439,157,75,13,57,66,0.277,4.61,4,0,5,4,645,3,78,10,6,9 +flanami01,1988,1,TOR,AL,13,13,34,34,2,1,0,633,220,98,23,80,99,0.271,4.18,1,3,6,4,916,0,106,14,4,21 +forscbo01,1988,1,SLN,NL,9,4,30,12,1,1,0,326,111,45,8,38,40,0.270,3.73,8,2,1,3,463,3,51,9,4,9 +forscbo01,1988,2,HOU,NL,1,4,6,6,0,0,0,83,42,20,2,6,14,0.359,6.51,1,1,2,0,133,0,22,3,5,3 +fossato01,1988,1,TEX,AL,0,0,5,0,0,0,0,17,11,3,0,2,0,0.423,4.76,0,1,0,0,28,1,3,0,0,1 +francjo01,1988,1,CIN,NL,6,6,70,0,0,0,39,258,60,15,3,27,46,0.198,1.57,3,1,0,2,336,61,18,5,1,8 +frasewi01,1988,1,CAL,AL,12,13,34,32,2,0,0,584,203,117,33,80,86,0.267,5.41,7,12,9,6,861,0,129,2,9,17 +freemma02,1988,1,PHI,NL,2,3,11,11,0,0,0,155,55,35,2,43,37,0.276,6.10,2,3,1,1,249,0,36,5,1,2 +frohwto01,1988,1,PHI,NL,1,2,12,0,0,0,0,36,16,11,2,11,11,0.327,8.25,6,1,0,0,62,6,11,1,1,0 +garbege01,1988,1,KCA,AL,0,4,26,0,0,0,6,98,29,13,4,13,20,0.238,3.58,2,0,2,2,138,19,15,1,0,5 +garcimi02,1988,1,PIT,NL,0,0,1,0,0,0,0,6,3,1,1,2,2,0.375,4.50,0,0,1,0,12,1,2,0,1,0 +gardnwe01,1988,1,BOS,AL,8,6,36,18,1,0,2,447,119,58,17,64,106,0.220,3.50,2,5,3,0,620,12,61,5,6,10 +garresc01,1988,1,SFN,NL,5,9,65,0,0,0,13,294,80,39,3,46,86,0.226,3.58,10,6,2,4,413,40,42,9,2,6 +gibsopa01,1988,1,DET,AL,4,2,40,1,0,0,0,276,83,30,6,34,50,0.240,2.93,8,3,2,1,390,18,33,3,5,6 +gladdda01,1988,1,MIN,AL,0,0,1,0,0,0,0,3,0,0,0,0,0,0.000,0.00,0,0,0,0,3,1,0,0,0,0 +glavito02,1988,1,ATL,NL,7,17,34,34,1,0,0,586,201,99,12,63,84,0.270,4.56,7,2,8,2,844,0,111,17,11,18 +gleatje01,1988,1,KCA,AL,0,4,42,0,0,0,3,114,33,15,2,17,29,0.232,3.55,1,2,3,0,164,20,17,2,0,4 +gonzage01,1988,1,MIN,AL,0,0,16,0,0,0,1,64,20,8,4,8,19,0.244,3.38,1,0,1,0,92,14,8,1,0,1 +goodedw01,1988,1,NYN,NL,18,9,34,34,10,3,0,745,242,88,8,57,175,0.256,3.19,4,5,6,5,1024,0,98,10,6,18 +gordodo01,1988,1,CLE,AL,3,4,38,0,0,0,1,178,65,29,5,19,20,0.284,4.40,3,2,3,4,261,15,33,6,4,6 +gordoto01,1988,1,KCA,AL,0,2,5,2,0,0,0,47,16,9,1,7,18,0.267,5.17,0,0,0,0,67,0,9,0,0,1 +gossari01,1988,1,CHN,NL,4,4,46,0,0,0,13,131,50,21,3,15,30,0.291,4.33,5,3,3,2,194,33,23,3,1,2 +gottji01,1988,1,PIT,NL,6,6,67,0,0,0,34,232,68,30,9,22,76,0.243,3.49,5,1,2,6,314,59,30,7,3,4 +grantma01,1988,1,SDN,NL,2,8,33,11,0,0,0,293,97,40,14,36,61,0.268,3.69,6,5,2,0,410,9,41,6,4,12 +grayje01,1988,1,CIN,NL,0,0,5,0,0,0,0,28,12,4,0,4,5,0.333,3.86,2,0,0,0,45,1,4,3,2,1 +grosske01,1988,1,PHI,NL,12,14,33,33,5,1,0,695,209,95,18,89,162,0.239,3.69,5,5,11,7,989,0,101,9,4,8 +guantce01,1988,1,NYA,AL,5,6,56,0,0,0,11,225,59,24,10,22,61,0.213,2.88,3,0,5,3,307,37,25,2,1,4 +guantce01,1988,2,TEX,AL,0,0,7,0,0,0,1,14,8,1,1,4,4,0.400,1.93,1,0,0,0,24,3,1,0,0,1 +gubicma01,1988,1,KCA,AL,20,8,35,35,8,4,0,809,237,81,11,83,183,0.234,2.70,3,12,6,4,1111,0,94,3,6,24 +guettle01,1988,1,NYA,AL,1,2,20,2,0,0,0,122,49,21,2,14,15,0.306,4.65,0,2,1,0,177,7,21,1,1,11 +guidrro01,1988,1,NYA,AL,2,3,12,10,0,0,0,168,57,26,7,15,32,0.259,4.18,3,2,2,2,239,1,28,1,1,2 +guzmajo01,1988,1,TEX,AL,11,13,30,30,6,2,0,620,180,85,20,82,157,0.231,3.70,3,10,5,12,876,0,99,4,6,18 +habyajo01,1988,1,BAL,AL,1,0,7,0,0,0,0,44,22,7,2,4,4,0.355,4.30,0,1,0,1,68,1,10,0,2,2 +halldr01,1988,1,CHN,NL,1,1,19,0,0,0,1,67,26,19,4,9,22,0.295,7.66,2,0,1,0,103,8,20,3,2,0 +hammaat01,1988,1,SFN,NL,9,9,43,17,3,1,5,434,136,60,11,41,65,0.248,3.73,9,1,3,2,607,11,68,10,4,15 +hansoer01,1988,1,SEA,AL,2,3,6,6,0,0,0,125,35,15,4,12,36,0.230,3.24,1,2,1,2,168,0,17,3,0,2 +harkemi01,1988,1,CHN,NL,0,3,5,5,0,0,0,104,33,10,0,15,18,0.248,2.60,3,2,2,1,155,0,14,5,0,2 +harnipe01,1988,1,BAL,AL,0,2,2,2,0,0,0,39,13,8,1,9,10,0.260,5.54,1,1,0,0,61,0,8,2,0,0 +harrigr01,1988,1,PHI,NL,4,6,66,1,0,0,1,321,80,28,7,52,71,0.209,2.36,14,8,4,2,446,19,34,6,2,8 +harrigr02,1988,1,SDN,NL,2,0,3,1,1,0,0,54,13,3,0,3,15,0.200,1.50,0,0,0,0,68,2,3,0,0,2 +harvebr01,1988,1,CAL,AL,7,5,50,0,0,0,17,228,59,18,4,20,67,0.214,2.13,6,4,1,1,303,38,22,3,3,6 +havenbr01,1988,1,LAN,NL,0,0,9,0,0,0,0,29,15,5,1,4,8,0.357,4.66,0,0,0,1,47,4,5,0,1,0 +havenbr01,1988,2,CLE,AL,2,3,28,0,0,0,1,172,62,20,7,17,30,0.273,3.14,3,0,0,1,248,14,22,2,2,2 +hawkian01,1988,1,SDN,NL,14,11,33,33,4,2,0,653,196,81,16,76,91,0.244,3.35,4,1,6,3,906,0,88,14,6,12 +haywara01,1988,1,TEX,AL,4,6,12,12,1,1,0,188,63,38,6,35,37,0.276,5.46,0,6,0,4,271,0,44,4,4,12 +heathje02,1988,1,HOU,NL,0,5,17,1,0,0,0,93,33,20,2,16,12,0.275,5.81,6,1,1,0,143,9,25,4,2,0 +heatone01,1988,1,MON,NL,3,10,32,11,0,0,2,292,98,54,14,43,43,0.271,4.99,5,1,3,5,415,7,54,5,3,14 +heepda01,1988,1,LAN,NL,0,0,1,0,0,0,0,6,2,2,1,0,0,0.222,9.00,0,1,0,0,9,1,2,0,0,0 +heinkdo01,1988,1,DET,AL,0,0,21,0,0,0,1,109,30,16,4,12,30,0.219,3.96,1,3,1,5,151,9,17,0,1,1 +henketo01,1988,1,TOR,AL,4,4,52,0,0,0,25,204,60,22,6,24,66,0.237,2.91,3,0,2,0,285,44,23,4,2,4 +hennemi01,1988,1,DET,AL,9,6,65,0,0,0,22,274,72,19,7,24,58,0.218,1.87,10,8,2,1,364,51,23,5,2,10 +henrydw01,1988,1,TEX,AL,0,1,11,0,0,0,1,31,15,10,1,9,10,0.326,8.71,1,3,3,1,59,5,10,0,1,0 +hernawi01,1988,1,DET,AL,6,5,63,0,0,0,10,203,50,23,8,31,59,0.208,3.06,6,3,4,3,284,38,24,6,3,8 +hershor01,1988,1,LAN,NL,23,8,35,34,15,8,1,801,208,67,18,73,178,0.213,2.26,10,6,4,5,1068,1,73,9,6,18 +heskejo01,1988,1,MON,NL,4,3,60,0,0,0,9,218,63,23,1,35,64,0.242,2.85,9,5,0,1,304,23,30,5,4,10 +higuete01,1988,1,ML4,AL,16,9,31,31,8,1,0,682,168,62,15,59,192,0.207,2.45,4,0,6,6,895,0,66,10,7,12 +hillesh01,1988,1,LAN,NL,3,4,11,10,0,0,0,170,54,26,5,17,30,0.250,4.13,1,3,3,0,239,0,26,1,2,3 +hillesh01,1988,2,CHA,AL,3,2,6,6,0,0,0,120,30,14,4,18,26,0.207,3.15,0,0,1,0,166,0,16,0,2,3 +hillke01,1988,1,SLN,NL,0,1,4,1,0,0,0,42,16,8,0,6,6,0.286,5.14,0,1,0,0,62,0,9,0,0,0 +hoffmgu01,1988,1,TEX,AL,0,0,11,0,0,0,0,67,22,13,5,8,9,0.247,5.24,0,1,1,0,99,2,14,0,1,1 +holmabr01,1988,1,MON,NL,4,8,18,16,1,1,0,301,101,36,3,34,58,0.264,3.23,2,2,0,0,422,1,39,4,1,7 +holtobr01,1988,1,LAN,NL,7,3,45,0,0,0,1,254,69,16,1,26,49,0.228,1.70,7,1,1,6,339,11,19,7,3,10 +honeyri01,1988,1,OAK,AL,3,2,55,0,0,0,7,239,74,31,6,25,47,0.253,3.50,2,3,3,8,330,17,36,3,6,13 +hortori01,1988,1,CHA,AL,6,10,52,9,1,0,2,328,120,59,6,36,28,0.291,4.86,4,0,5,3,471,12,64,10,8,16 +hortori01,1988,2,LAN,NL,1,1,12,0,0,0,0,27,11,5,2,2,8,0.306,5.00,0,0,0,0,41,1,7,2,1,0 +houghch01,1988,1,TEX,AL,15,16,34,34,10,0,0,756,202,93,20,126,174,0.221,3.32,1,10,12,10,1067,0,111,8,8,12 +howelja01,1988,1,LAN,NL,5,3,50,0,0,0,21,195,44,15,1,21,70,0.188,2.08,2,2,1,2,262,38,16,3,3,0 +howelke01,1988,1,LAN,NL,0,1,4,1,0,0,0,38,16,9,0,4,12,0.320,6.39,1,0,0,0,55,2,10,1,0,1 +hudsoch02,1988,1,NYA,AL,6,6,28,12,1,0,2,319,93,53,9,36,58,0.235,4.49,4,4,4,1,447,10,53,5,7,4 +huismma01,1988,1,DET,AL,1,0,5,0,0,0,0,16,6,3,0,2,6,0.286,5.06,1,0,0,0,23,2,3,0,0,1 +hurstbr01,1988,1,BOS,AL,18,6,33,32,7,1,0,650,222,88,21,65,166,0.264,3.66,1,5,2,3,922,0,98,8,5,15 +innisje01,1988,1,NYN,NL,1,1,12,0,0,0,0,57,19,4,0,2,14,0.250,1.89,1,0,0,0,80,7,6,1,1,2 +jacksda02,1988,1,CIN,NL,23,8,35,35,15,6,0,782,206,79,13,71,161,0.218,2.73,6,5,2,2,1034,0,86,13,5,24 +jacksmi02,1988,1,SEA,AL,6,5,62,0,0,0,4,298,74,29,10,43,76,0.209,2.63,10,6,2,6,412,29,37,3,10,7 +jeffcmi01,1988,1,TEX,AL,0,2,5,2,0,0,0,30,19,13,1,5,5,0.432,11.70,1,0,2,0,52,2,13,1,0,2 +jimenge01,1988,1,ATL,NL,1,6,15,9,0,0,0,167,65,31,4,12,26,0.294,5.01,0,3,1,3,241,2,39,2,5,3 +johnsra05,1988,1,MON,NL,3,0,4,4,1,0,0,78,23,7,3,7,25,0.225,2.42,0,3,0,0,109,0,8,0,0,0 +johnto01,1988,1,NYA,AL,9,8,35,32,0,0,0,529,221,88,11,46,81,0.308,4.49,4,5,6,5,776,2,96,5,2,29 +jonesba01,1988,1,PIT,NL,1,1,42,0,0,0,2,169,57,19,3,21,31,0.273,3.04,6,7,1,1,241,15,21,5,4,8 +jonesba01,1988,2,CHA,AL,2,2,17,0,0,0,1,78,15,7,3,17,17,0.170,2.42,1,6,0,1,106,10,7,0,1,3 +jonesdo01,1988,1,CLE,AL,3,4,51,0,0,0,37,250,69,21,1,16,72,0.218,2.27,3,2,2,3,338,46,26,3,0,6 +jonesji02,1988,1,SDN,NL,9,14,29,29,3,0,0,537,192,82,14,44,82,0.277,4.12,3,4,3,1,760,0,98,11,9,15 +jonesod01,1988,1,ML4,AL,5,0,28,2,0,0,1,242,75,39,8,29,48,0.251,4.35,6,7,1,3,339,8,47,4,6,7 +kaiseje01,1988,1,CLE,AL,0,0,3,0,0,0,0,8,2,0,0,1,0,0.286,0.00,0,0,0,0,11,1,0,2,1,0 +keyji01,1988,1,TOR,AL,12,5,21,21,2,2,0,394,127,48,13,30,65,0.250,3.29,2,1,5,0,551,0,55,4,3,7 +kilgupa01,1988,1,TEX,AL,12,15,32,32,5,3,0,610,190,94,18,71,88,0.243,4.16,2,6,10,4,871,0,105,4,4,15 +kinger01,1988,1,DET,AL,4,1,23,5,0,0,3,206,60,26,5,34,45,0.233,3.41,2,4,5,2,303,8,28,5,2,5 +kippebo01,1988,1,PIT,NL,2,6,50,0,0,0,0,195,54,27,7,26,39,0.234,3.74,4,1,2,1,267,15,33,5,3,3 +kneppbo01,1988,1,HOU,NL,14,5,27,27,3,2,0,525,156,61,13,67,103,0.243,3.14,2,6,2,2,726,0,70,10,5,26 +knudsma01,1988,1,ML4,AL,0,0,5,0,0,0,0,48,17,2,1,2,7,0.279,1.13,0,1,0,0,63,3,3,0,0,3 +kramera01,1988,1,PIT,NL,1,2,5,1,0,0,0,30,12,6,1,1,7,0.316,5.40,0,1,1,0,42,1,6,1,1,0 +krawcra01,1988,1,CAL,AL,0,1,14,1,0,0,1,73,29,13,2,8,17,0.299,4.81,1,2,2,0,108,6,13,0,1,1 +kruegbi01,1988,1,LAN,NL,0,0,1,1,0,0,0,7,4,3,0,2,1,0.364,11.57,1,0,1,0,14,0,3,0,0,0 +krukomi01,1988,1,SFN,NL,7,4,20,20,1,0,0,374,111,49,13,31,75,0.236,3.54,3,5,5,1,517,0,51,9,2,6 +kunkeje01,1988,1,TEX,AL,0,0,1,0,0,0,0,3,0,0,0,0,1,0.000,0.00,0,0,0,0,3,1,0,0,0,0 +lacosmi01,1988,1,SFN,NL,7,7,19,19,1,1,0,343,99,46,5,47,70,0.234,3.62,3,6,1,2,477,0,55,5,1,11 +lampde01,1988,1,BOS,AL,7,6,46,0,0,0,0,248,92,32,3,19,49,0.284,3.48,3,5,2,8,350,14,39,3,2,12 +lancale01,1988,1,CHN,NL,4,6,44,3,1,0,5,257,89,36,4,34,36,0.273,3.78,7,3,1,3,371,15,42,3,7,8 +landrbi01,1988,1,CHN,NL,1,0,7,0,0,0,0,37,19,8,1,3,6,0.365,5.84,0,1,0,1,55,5,8,0,0,2 +langsma01,1988,1,SEA,AL,15,11,35,35,9,3,0,784,222,97,32,110,235,0.233,3.34,2,7,3,4,1078,0,108,6,5,29 +lapoida01,1988,1,CHA,AL,10,11,25,25,1,1,0,484,151,61,10,47,79,0.245,3.40,1,1,2,5,677,0,69,8,3,11 +lapoida01,1988,2,PIT,NL,4,2,8,8,1,0,0,156,54,16,4,10,19,0.271,2.77,2,0,0,2,215,0,18,5,1,2 +laskebi01,1988,1,CLE,AL,1,0,17,0,0,0,1,73,32,14,0,6,17,0.320,5.18,0,0,0,3,110,6,16,1,3,0 +lazorja01,1988,1,CAL,AL,0,1,10,3,0,0,0,113,37,14,5,16,19,0.255,3.35,0,0,1,1,165,1,15,2,1,1 +leach01,1988,1,MIN,AL,7,7,24,23,0,0,0,390,156,70,19,50,72,0.301,4.85,2,6,5,4,585,0,79,6,5,12 +leachte01,1988,1,NYN,NL,7,2,52,0,0,0,3,276,95,26,5,24,51,0.268,2.54,4,0,3,0,392,21,32,8,3,8 +learyti01,1988,1,LAN,NL,17,11,35,34,9,6,0,686,201,74,13,56,180,0.234,2.91,4,9,6,6,932,0,87,7,3,21 +leema03,1988,1,KCA,AL,0,0,4,0,0,0,0,15,6,2,0,1,0,0.300,3.60,0,0,0,0,21,4,2,0,0,1 +leffecr01,1988,1,SFN,NL,3,8,64,0,0,0,11,277,74,30,7,23,58,0.225,2.92,5,4,1,0,362,30,33,6,3,7 +leibrch01,1988,1,KCA,AL,13,12,35,35,7,2,0,729,244,86,20,62,125,0.264,3.19,3,10,4,4,1002,0,98,5,7,27 +leipeda01,1988,1,SDN,NL,3,0,35,0,0,0,1,162,45,13,1,14,33,0.231,2.17,5,2,0,0,217,10,19,3,5,6 +leiteal01,1988,1,NYA,AL,4,4,14,14,0,0,0,172,49,25,7,33,60,0.231,3.92,0,1,5,4,251,0,27,1,0,7 +longbi01,1988,1,CHA,AL,8,11,47,18,3,0,2,522,187,78,21,43,77,0.280,4.03,4,2,4,0,732,14,89,8,8,16 +lovelva01,1988,1,CAL,AL,0,0,3,0,0,0,0,4,2,2,1,3,0,0.400,13.50,0,0,0,0,8,2,2,0,0,1 +lugour01,1988,1,CAL,AL,0,0,1,0,0,0,0,6,2,2,1,1,1,0.250,9.00,0,0,0,0,9,0,2,0,0,0 +maddemo01,1988,1,PIT,NL,0,0,5,0,0,0,0,17,5,0,0,7,3,0.294,0.00,1,1,0,0,25,1,0,1,0,1 +maddugr01,1988,1,CHN,NL,18,8,34,34,9,3,0,747,230,88,13,81,140,0.244,3.18,16,3,9,6,1047,0,97,11,2,22 +maddumi01,1988,1,PHI,NL,4,3,25,11,0,0,0,266,91,37,6,34,59,0.275,3.76,4,4,5,2,380,4,41,7,3,9 +madrial01,1988,1,PHI,NL,1,1,5,2,1,0,0,49,15,5,0,6,2,0.246,2.76,2,1,0,0,70,2,5,1,2,0 +magrajo01,1988,1,SLN,NL,5,9,24,24,4,3,0,496,133,40,6,51,100,0.217,2.18,4,8,2,8,677,0,57,8,4,5 +mahleri01,1988,1,ATL,NL,9,16,39,34,5,0,0,747,279,102,17,42,131,0.282,3.69,6,5,8,8,1063,2,125,19,5,16 +manzara01,1988,1,CHA,AL,0,1,2,2,0,0,0,28,7,6,1,12,10,0.212,5.79,0,1,1,0,46,0,6,0,0,0 +martide01,1988,1,MON,NL,15,13,34,34,9,2,0,706,215,71,21,55,120,0.239,2.72,3,5,6,10,968,0,94,2,6,17 +martira02,1988,1,LAN,NL,1,3,9,6,0,0,0,107,27,15,0,22,23,0.216,3.79,1,1,0,0,151,0,17,4,0,2 +martiti01,1988,1,MIN,AL,0,0,3,0,0,0,0,12,8,8,1,4,3,0.471,18.00,0,0,1,1,24,2,9,0,2,0 +masonmi01,1988,1,MIN,AL,0,1,5,0,0,0,0,20,8,8,1,9,7,0.286,10.80,0,0,0,0,37,0,8,0,0,0 +mathegr01,1988,1,SLN,NL,4,6,13,13,1,0,0,204,61,32,4,33,31,0.247,4.24,5,4,2,4,286,0,34,1,3,7 +maysc01,1988,1,TEX,AL,0,0,3,1,0,0,0,22,8,7,3,4,4,0.296,8.59,1,0,0,0,33,0,7,0,2,1 +mccarto03,1988,1,CHA,AL,2,0,6,0,0,0,1,39,9,2,0,2,5,0.191,1.38,0,0,2,0,51,4,2,0,0,2 +mccaski01,1988,1,CAL,AL,8,6,23,23,4,2,0,439,155,70,9,61,98,0.274,4.31,3,13,1,2,635,0,78,1,6,14 +mcclubo01,1988,1,MON,NL,1,3,19,0,0,0,2,57,23,13,3,6,12,0.307,6.16,0,0,1,3,87,8,13,3,2,1 +mcclubo01,1988,2,NYN,NL,1,0,14,0,0,0,1,33,12,5,1,2,7,0.279,4.09,0,1,1,0,46,5,5,0,0,2 +mcculla01,1988,1,SDN,NL,3,6,60,0,0,0,10,293,70,27,8,55,81,0.205,2.49,12,4,0,2,407,39,29,7,3,9 +mcdowja01,1988,1,CHA,AL,5,10,26,26,1,0,0,476,147,70,12,68,84,0.245,3.97,5,11,7,1,687,0,85,6,7,16 +mcdowro01,1988,1,NYN,NL,5,5,62,0,0,0,16,267,80,26,1,31,46,0.238,2.63,7,6,3,1,378,41,31,3,5,9 +mcgafan01,1988,1,MON,NL,6,0,63,0,0,0,4,274,81,28,4,37,71,0.233,2.76,7,2,2,2,392,24,31,4,2,3 +mcgresc01,1988,1,BAL,AL,0,3,4,4,0,0,0,52,27,17,3,7,10,0.370,8.83,0,0,0,0,82,0,18,0,2,0 +mcmurcr01,1988,1,TEX,AL,3,3,32,0,0,0,3,180,37,15,5,24,35,0.180,2.25,4,2,1,2,236,14,16,3,3,6 +mcwilla01,1988,1,SLN,NL,6,9,42,17,2,1,1,408,130,59,10,45,70,0.253,3.90,7,9,4,3,581,12,64,17,2,9 +meadsda01,1988,1,HOU,NL,3,1,22,2,0,0,0,119,37,14,4,14,27,0.240,3.18,0,1,0,0,171,8,20,2,1,2 +medvisc01,1988,1,PIT,NL,3,0,17,0,0,0,0,83,23,15,1,9,16,0.230,4.88,2,5,1,0,112,5,16,1,1,3 +meyerbr01,1988,1,HOU,NL,0,0,8,0,0,0,0,37,9,2,2,4,10,0.225,1.46,0,0,0,0,46,5,2,2,0,2 +milacbo01,1988,1,BAL,AL,2,0,3,3,1,1,0,75,9,2,1,9,18,0.110,0.72,0,0,0,0,91,0,2,0,0,3 +mintogr01,1988,1,CAL,AL,4,5,44,0,0,0,7,237,67,25,1,34,46,0.233,2.85,10,4,3,1,331,26,37,3,3,13 +mirabpa01,1988,1,ML4,AL,2,2,38,0,0,0,4,180,44,11,3,21,33,0.204,1.65,5,1,0,0,241,13,12,2,2,4 +mitchjo02,1988,1,NYN,NL,0,0,1,0,0,0,0,3,2,0,0,1,1,0.500,0.00,0,0,0,0,5,0,0,0,0,1 +mohorda01,1988,1,TEX,AL,2,6,43,0,0,0,5,156,62,28,6,20,25,0.295,4.85,5,2,5,0,240,21,35,0,5,5 +mohorda01,1988,2,NYA,AL,2,2,13,0,0,0,1,68,21,7,1,9,19,0.239,2.78,2,2,3,0,102,4,7,1,1,0 +monteri01,1988,1,CAL,AL,0,0,3,0,0,0,0,13,4,0,0,1,3,0.222,0.00,1,0,1,1,20,2,0,0,0,0 +montgje01,1988,1,KCA,AL,7,2,45,0,0,0,1,188,54,24,6,30,47,0.231,3.45,1,3,2,6,271,13,25,3,2,2 +moorebr01,1988,1,PHI,NL,0,0,5,0,0,0,0,17,4,0,0,4,2,0.267,0.00,1,0,0,0,21,2,0,2,0,4 +mooredo01,1988,1,CAL,AL,5,2,27,0,0,0,4,99,48,18,4,8,22,0.343,4.91,2,2,0,4,150,22,20,0,2,4 +mooremi01,1988,1,SEA,AL,9,15,37,32,9,3,1,686,196,96,24,63,182,0.232,3.78,6,4,3,3,918,3,104,3,3,20 +morgami01,1988,1,BAL,AL,1,6,22,10,2,0,1,214,70,43,6,23,29,0.255,5.43,1,5,1,0,299,6,45,1,0,8 +morrija02,1988,1,DET,AL,15,13,34,34,10,2,0,705,225,103,20,83,168,0.251,3.94,7,11,4,11,997,0,115,12,3,15 +morriji01,1988,2,ATL,NL,0,0,3,0,0,0,0,11,3,0,0,2,1,0.214,0.00,0,0,0,0,16,3,0,0,0,0 +moyerja01,1988,1,CHN,NL,9,15,34,30,3,1,0,606,212,78,20,55,121,0.272,3.48,7,4,4,0,855,1,84,14,4,12 +mulhote01,1988,1,SFN,NL,2,1,9,6,2,1,0,138,50,19,3,7,18,0.281,3.72,0,1,1,0,191,1,20,5,0,3 +murphro01,1988,1,CIN,NL,0,6,76,0,0,0,3,254,69,29,3,38,74,0.229,3.08,6,5,1,1,350,28,31,9,1,9 +musseje01,1988,1,TOR,AL,8,5,15,15,0,0,0,255,80,30,4,30,39,0.252,3.18,2,1,3,2,354,0,34,1,2,12 +myersra01,1988,1,NYN,NL,7,3,55,0,0,0,26,204,45,13,5,17,69,0.190,1.72,2,2,2,0,261,44,15,3,2,3 +nelsoge01,1988,1,OAK,AL,9,6,54,1,0,0,3,335,93,38,9,38,67,0.228,3.06,4,4,3,6,456,20,42,3,4,10 +nichoro02,1988,1,CLE,AL,1,7,11,10,3,0,0,208,73,39,5,23,31,0.272,5.06,1,2,2,3,297,1,41,2,2,2 +niedeto01,1988,1,BAL,AL,3,4,52,0,0,0,18,177,59,23,8,19,40,0.259,3.51,3,0,2,0,252,42,23,2,1,5 +niekrjo01,1988,1,MIN,AL,1,1,5,2,0,0,0,35,16,13,2,9,7,0.320,10.03,0,2,0,3,59,2,13,0,0,1 +nielssc01,1988,1,NYA,AL,1,2,7,2,0,0,0,59,27,15,5,13,4,0.333,6.86,2,1,0,0,94,1,16,0,0,5 +nieveju01,1988,1,ML4,AL,7,5,25,15,1,1,1,331,84,50,13,50,73,0.208,4.08,4,1,1,3,458,4,53,1,2,7 +nippeal01,1988,1,CHN,NL,2,4,22,12,0,0,1,240,72,27,9,34,27,0.239,3.04,2,1,3,1,341,3,37,1,1,9 +nolesdi01,1988,1,BAL,AL,0,2,2,2,0,0,0,10,11,9,2,0,1,0.500,24.30,0,0,1,0,23,0,10,0,0,0 +nolteer01,1988,1,SDN,NL,0,0,2,0,0,0,0,9,3,2,1,2,1,0.273,6.00,0,0,0,1,14,1,2,1,0,0 +nunezed01,1988,1,SEA,AL,1,4,14,3,0,0,0,88,45,26,4,14,19,0.366,7.98,3,0,2,1,145,2,33,2,4,5 +nunezed01,1988,2,NYN,NL,1,0,10,0,0,0,0,42,21,7,1,3,8,0.339,4.50,0,1,0,0,65,4,7,0,0,0 +nunezjo01,1988,1,TOR,AL,0,1,13,2,0,0,0,88,28,10,3,17,18,0.259,3.07,3,2,1,1,127,3,11,1,0,1 +ojedabo01,1988,1,NYN,NL,10,13,29,29,5,5,0,571,158,61,6,33,133,0.225,2.88,2,4,4,7,752,0,74,6,6,10 +olsongr01,1988,1,BAL,AL,1,1,10,0,0,0,0,33,10,4,1,10,9,0.244,3.27,1,0,0,1,51,4,4,0,0,0 +olwined01,1988,1,ATL,NL,0,0,16,0,0,0,1,56,22,14,4,4,5,0.286,6.75,1,1,1,0,82,7,15,0,0,3 +onealra01,1988,1,SLN,NL,2,3,10,8,0,0,0,159,57,27,7,10,20,0.274,4.58,1,4,2,0,222,0,29,2,0,2 +ontivst02,1988,1,OAK,AL,3,4,10,10,0,0,0,164,57,28,4,21,30,0.265,4.61,1,5,0,5,241,0,32,5,0,5 +oquenjo01,1988,1,SLN,NL,0,1,1,0,0,0,0,12,4,2,0,6,1,0.267,4.50,2,1,0,0,21,1,2,0,0,0 +oroscje01,1988,1,LAN,NL,3,2,55,0,0,0,9,159,41,16,4,30,43,0.215,2.72,3,1,2,0,229,21,18,3,3,5 +ottoda01,1988,1,OAK,AL,0,0,3,2,0,0,0,30,9,2,0,6,7,0.243,1.80,0,0,0,1,43,1,2,0,0,1 +pacilpa01,1988,1,CIN,NL,1,0,6,0,0,0,0,32,14,6,2,4,11,0.318,5.06,0,0,0,0,49,0,7,1,0,1 +palacvi01,1988,1,PIT,NL,1,2,7,3,0,0,0,73,28,18,3,15,15,0.295,6.66,1,2,0,3,113,0,18,2,1,2 +palldo01,1988,1,CHA,AL,0,2,17,0,0,0,0,86,39,11,1,8,16,0.328,3.45,1,1,0,0,130,6,11,2,1,6 +palmeda01,1988,1,PHI,NL,7,9,22,22,1,1,0,387,129,64,8,48,85,0.261,4.47,5,2,0,0,551,0,67,4,5,7 +parreje01,1988,1,MON,NL,12,4,61,0,0,0,6,275,66,27,8,45,62,0.214,2.65,9,4,1,1,369,34,29,9,6,6 +patteke01,1988,1,CHA,AL,0,2,9,2,0,0,1,62,25,11,2,7,8,0.294,4.79,0,1,0,1,92,3,11,0,0,2 +pawlojo01,1988,1,CHA,AL,1,0,6,0,0,0,0,42,20,13,2,3,10,0.328,8.36,0,1,0,2,65,2,14,0,1,1 +penaal01,1988,1,LAN,NL,6,7,60,0,0,0,12,283,75,20,4,27,83,0.218,1.91,6,3,1,2,378,31,29,3,3,4 +penahi01,1988,1,NYA,AL,1,1,16,0,0,0,0,43,10,5,1,9,10,0.192,3.14,1,1,0,0,62,8,8,0,1,2 +perazos01,1988,1,BAL,AL,5,7,19,15,1,0,0,258,98,53,10,37,61,0.282,5.55,2,4,2,4,392,0,62,3,3,6 +perezme01,1988,1,CHA,AL,12,10,32,32,3,1,0,591,186,83,26,72,138,0.248,3.79,0,13,2,3,836,0,105,5,8,15 +perezpa01,1988,1,MON,NL,12,8,27,27,4,2,0,564,133,51,15,44,131,0.196,2.44,6,5,7,10,741,0,59,10,3,11 +perlmjo01,1988,1,CLE,AL,0,2,10,0,0,0,0,59,25,12,0,11,10,0.309,5.49,3,1,0,3,94,5,12,2,0,0 +perrypa02,1988,1,CIN,NL,2,2,12,0,0,0,0,62,21,13,4,9,11,0.263,5.66,4,1,0,1,93,5,17,1,3,1 +perrypa02,1988,2,CHN,NL,2,2,35,0,0,0,1,114,40,14,5,7,24,0.270,3.32,0,2,1,0,158,13,15,0,2,4 +peterad01,1988,1,CHA,AL,0,1,2,2,0,0,0,18,6,9,0,6,5,0.240,13.50,1,1,0,0,31,0,9,0,0,0 +peterst01,1988,1,SLN,NL,3,3,44,0,0,0,0,135,57,32,8,22,30,0.313,6.40,7,4,0,1,213,9,34,6,3,1 +petryda01,1988,1,CAL,AL,3,9,22,22,4,1,0,419,139,68,18,59,64,0.263,4.38,5,5,6,2,604,0,70,5,6,12 +picoje01,1988,1,CHN,NL,6,7,29,13,3,2,1,338,108,52,6,37,57,0.252,4.15,6,6,0,1,472,9,57,3,4,11 +plesada01,1988,1,ML4,AL,1,2,50,0,0,0,30,157,46,14,2,12,52,0.234,2.41,2,4,0,6,211,48,14,2,0,2 +plunker01,1988,1,OAK,AL,7,2,49,0,0,0,5,234,62,26,6,39,79,0.217,3.00,4,4,1,7,331,22,27,3,2,6 +portuma01,1988,1,MIN,AL,3,3,26,0,0,0,3,173,60,29,11,17,31,0.274,4.53,1,2,1,2,242,9,30,2,3,6 +powelde01,1988,1,SEA,AL,1,3,12,2,0,0,0,56,29,18,2,11,15,0.363,8.68,2,0,2,0,95,1,20,0,2,5 +powerte01,1988,1,KCA,AL,5,6,22,12,2,2,0,241,98,53,7,30,44,0.305,5.94,3,3,3,2,360,3,54,2,4,6 +powerte01,1988,2,DET,AL,1,1,4,2,0,0,0,56,23,12,1,8,13,0.307,5.79,4,1,0,0,83,0,13,0,0,2 +pricejo02,1988,1,SFN,NL,1,6,38,3,0,0,4,185,59,27,5,27,49,0.249,3.94,6,1,1,3,269,14,33,4,0,7 +puleoch01,1988,1,ATL,NL,5,5,53,3,0,0,1,319,101,41,9,47,70,0.251,3.47,7,0,3,3,462,17,46,5,4,2 +quiseda01,1988,1,KCA,AL,0,1,20,0,0,0,1,76,32,10,0,5,9,0.305,3.55,2,1,0,1,110,13,11,0,0,6 +quiseda01,1988,2,SLN,NL,2,0,33,0,0,0,0,114,54,26,4,6,19,0.344,6.16,1,0,0,2,168,13,26,3,2,6 +rasmude01,1988,1,CIN,NL,2,6,11,11,1,1,0,169,68,36,8,22,27,0.300,5.75,4,1,2,5,255,0,36,2,2,2 +rasmude01,1988,2,SDN,NL,14,4,20,20,6,0,0,445,131,42,9,36,85,0.238,2.55,0,6,2,0,599,0,48,8,2,7 +rawlesh01,1988,1,PHI,NL,8,16,32,32,4,1,0,594,220,92,27,78,87,0.286,4.18,7,2,4,0,873,0,111,13,10,16 +reardje01,1988,1,MIN,AL,2,4,63,0,0,0,42,219,68,20,6,15,56,0.245,2.47,2,0,2,3,299,58,21,4,1,3 +reedje01,1988,1,SEA,AL,1,1,46,0,0,0,1,259,82,38,8,33,48,0.256,3.96,7,1,2,7,363,19,42,3,5,9 +reedri01,1988,1,PIT,NL,1,0,2,2,0,0,0,36,10,4,1,2,6,0.233,3.00,0,0,0,0,47,0,4,2,0,1 +reuscri01,1988,1,SFN,NL,19,11,36,36,7,2,0,735,242,85,11,42,92,0.261,3.12,8,4,6,0,1000,0,88,9,14,25 +reussje01,1988,1,CHA,AL,13,9,32,29,2,0,0,549,183,70,15,43,73,0.263,3.44,1,3,3,4,751,1,79,5,4,25 +rhoderi01,1988,1,NYA,AL,12,12,30,30,5,1,0,591,206,94,20,56,94,0.269,4.29,4,2,8,6,847,0,107,8,8,19 +righeda01,1988,1,NYA,AL,5,4,60,0,0,0,25,261,86,34,5,37,70,0.257,3.52,2,2,1,4,377,41,35,4,0,8 +rijojo01,1988,1,CIN,NL,13,8,49,19,0,0,0,486,120,43,7,63,160,0.209,2.39,7,1,3,4,653,12,47,8,5,10 +ritchwa01,1988,1,PHI,NL,0,0,19,0,0,0,0,78,19,9,1,17,8,0.207,3.12,2,2,1,0,115,8,14,2,3,4 +robindo01,1988,1,SFN,NL,10,5,51,19,3,2,6,530,152,48,11,49,122,0.231,2.45,12,4,3,2,725,19,63,7,8,10 +robinje01,1988,1,PIT,NL,11,5,75,0,0,0,9,374,113,42,6,39,87,0.244,3.03,5,11,3,0,513,35,44,2,6,6 +robinje02,1988,1,DET,AL,13,6,24,23,6,2,0,516,121,57,19,72,114,0.197,2.98,5,8,3,1,698,0,61,2,6,10 +robinro01,1988,1,CIN,NL,3,7,17,16,0,0,0,236,88,36,5,26,38,0.285,4.12,4,3,2,0,347,0,47,5,5,5 +rochfmi01,1988,1,BOS,AL,0,0,2,0,0,0,0,7,4,0,0,1,1,0.364,0.00,0,0,0,0,12,0,0,0,0,0 +rodriri01,1988,1,CLE,AL,1,2,10,5,0,0,0,99,43,26,4,17,9,0.323,7.09,1,2,1,0,156,4,28,4,1,6 +rosenst01,1988,1,CHA,AL,0,1,33,0,0,0,1,138,53,22,5,19,28,0.298,4.30,0,1,0,0,203,18,22,3,3,3 +rossma01,1988,1,TOR,AL,0,0,3,0,0,0,0,22,5,4,0,4,4,0.185,4.91,1,0,0,0,32,2,6,0,1,0 +ruckeda01,1988,1,PIT,NL,0,2,31,0,0,0,0,85,39,15,2,9,16,0.328,4.76,1,1,0,0,131,11,19,1,2,2 +ruffibr01,1988,1,PHI,NL,6,10,55,15,3,0,3,433,151,71,7,80,82,0.275,4.43,6,12,3,0,646,14,86,10,3,20 +russeje01,1988,1,TEX,AL,10,9,34,24,5,0,0,566,183,80,15,66,88,0.257,3.82,3,5,7,7,793,1,86,4,3,18 +ryanno01,1988,1,HOU,NL,12,11,33,33,4,1,0,660,186,86,18,87,228,0.227,3.52,6,10,7,7,930,0,98,10,8,7 +saberbr01,1988,1,KCA,AL,14,16,35,35,9,0,0,782,271,110,18,59,171,0.269,3.80,5,9,4,0,1089,0,122,8,10,20 +samuero01,1988,1,SFN,NL,1,2,15,0,0,0,0,70,17,9,4,7,22,0.202,3.47,0,2,1,0,92,8,10,0,0,1 +sanchis01,1988,1,KCA,AL,3,2,19,1,0,0,1,107,36,18,0,18,14,0.265,4.54,2,3,0,1,157,6,20,2,1,3 +sandesc01,1988,1,CHN,NL,1,2,11,0,0,0,0,46,13,9,1,3,6,0.232,5.28,1,0,0,0,62,3,9,0,3,0 +sauveri01,1988,1,MON,NL,0,0,4,0,0,0,0,9,3,2,1,2,3,0.250,6.00,0,0,0,0,14,0,2,0,0,0 +schatda01,1988,1,CLE,AL,0,2,15,0,0,0,3,48,26,17,6,2,10,0.351,9.56,0,0,1,0,77,8,19,0,0,0 +schatda01,1988,2,MIN,AL,0,1,10,0,0,0,0,31,8,2,1,5,7,0.216,1.74,1,0,1,0,44,2,2,1,0,2 +scherbi01,1988,1,BAL,AL,0,1,4,0,0,0,0,12,8,6,2,3,3,0.400,13.50,0,0,0,2,23,0,6,0,0,0 +scherbi01,1988,2,PHI,NL,0,0,8,0,0,0,0,20,7,4,0,2,3,0.269,5.40,0,0,0,0,28,1,4,0,0,1 +schilcu01,1988,1,BAL,AL,0,3,4,4,0,0,0,44,22,16,3,10,4,0.355,9.82,1,2,1,0,76,0,19,0,3,1 +schirca01,1988,1,CHN,NL,9,13,29,27,2,1,1,499,166,81,13,63,140,0.257,4.38,7,6,2,3,717,2,87,2,4,5 +schmida01,1988,1,BAL,AL,8,5,41,9,0,0,2,389,129,49,14,38,67,0.262,3.40,5,3,3,0,541,11,58,5,3,18 +schoomi01,1988,1,SEA,AL,5,8,40,0,0,0,15,145,45,19,4,24,54,0.245,3.54,4,4,1,1,214,33,21,2,3,3 +scottmi03,1988,1,HOU,NL,14,8,32,32,8,5,0,656,162,71,19,53,190,0.204,2.92,6,1,8,1,875,0,74,16,4,7 +scurrro01,1988,1,SEA,AL,0,2,39,0,0,0,2,94,32,14,6,18,33,0.258,4.02,4,2,4,11,150,18,16,2,2,0 +searcst01,1988,1,DET,AL,0,2,2,2,0,0,0,24,8,5,3,4,5,0.242,5.63,0,0,0,0,37,0,6,0,0,0 +sebrabo01,1988,1,PHI,NL,1,2,3,3,0,0,0,34,15,10,0,10,7,0.333,7.94,0,0,0,1,60,0,11,0,5,0 +segurjo01,1988,1,CHA,AL,0,0,4,0,0,0,0,26,19,13,1,8,2,0.432,13.50,0,2,0,3,52,1,17,0,0,1 +selleje01,1988,1,BOS,AL,1,7,18,12,1,0,0,257,89,46,9,56,70,0.268,4.83,3,8,3,7,393,2,49,2,0,9 +servisc01,1988,1,PHI,NL,0,0,5,0,0,0,0,16,7,1,0,1,6,0.333,1.69,0,0,1,0,23,1,1,0,0,1 +shaveje01,1988,1,OAK,AL,0,0,1,0,0,0,0,3,0,0,0,0,0,0.000,0.00,0,0,1,0,4,1,0,1,0,0 +shielst01,1988,1,NYA,AL,5,5,39,0,0,0,0,247,96,40,8,30,55,0.298,4.37,4,3,2,1,362,13,44,6,2,16 +shower01,1988,1,SDN,NL,16,11,32,32,13,1,0,704,201,85,22,53,144,0.231,3.26,5,4,6,5,936,0,86,3,5,21 +sierrca01,1988,1,SDN,NL,0,1,15,0,0,0,0,71,36,15,2,11,20,0.379,5.70,2,0,0,0,109,4,15,2,1,1 +sierrca01,1988,2,CIN,NL,0,0,1,0,0,0,0,12,5,2,0,1,4,0.294,4.50,0,0,0,0,18,0,2,0,0,0 +siskdo01,1988,1,BAL,AL,3,3,52,0,0,0,0,283,109,39,3,45,26,0.306,3.72,6,3,2,0,410,29,43,5,2,21 +smilejo01,1988,1,PIT,NL,13,11,34,32,5,1,0,615,185,74,15,46,129,0.241,3.25,4,6,3,6,835,0,81,11,8,16 +smithbr01,1988,1,MON,NL,12,10,32,32,1,0,0,594,179,66,15,32,122,0.243,3.00,2,2,10,5,791,0,79,7,6,22 +smithda02,1988,1,HOU,NL,4,5,51,0,0,0,27,172,60,17,1,19,38,0.268,2.67,8,1,1,3,249,39,26,4,1,4 +smithle02,1988,1,BOS,AL,4,5,64,0,0,0,29,251,72,26,7,37,96,0.225,2.80,6,2,1,0,363,57,34,3,2,2 +smithmi03,1988,1,BOS,AL,9,6,31,18,1,0,0,380,149,84,25,37,73,0.292,5.97,1,2,6,6,561,6,87,4,3,8 +smithmi04,1988,1,MON,NL,0,0,5,0,0,0,1,26,6,3,0,5,4,0.207,3.12,0,0,0,0,35,3,3,1,0,1 +smithpe02,1988,1,ATL,NL,7,15,32,32,5,3,0,586,183,80,15,88,124,0.250,3.69,3,5,1,7,837,0,89,12,4,6 +smithro01,1988,1,MIN,AL,3,0,9,4,0,0,0,111,29,11,3,12,17,0.210,2.68,1,1,1,4,152,1,12,0,1,2 +smithza01,1988,1,ATL,NL,5,10,23,22,3,0,0,421,159,67,8,44,59,0.292,4.30,4,2,3,2,609,0,72,15,2,18 +smoltjo01,1988,1,ATL,NL,2,7,12,12,0,0,0,192,74,39,10,33,37,0.285,5.48,4,2,2,1,297,0,40,2,0,6 +solanju01,1988,1,SEA,AL,0,0,17,0,0,0,3,66,22,10,3,12,10,0.268,4.09,2,1,0,0,98,10,13,2,2,0 +sorenla01,1988,1,SFN,NL,0,0,12,0,0,0,2,50,24,9,1,3,9,0.329,4.86,0,0,0,0,78,4,13,0,2,2 +sotoma01,1988,1,CIN,NL,3,7,14,14,3,1,0,261,88,45,8,28,34,0.267,4.66,3,0,2,8,367,0,49,5,2,5 +stanlbo01,1988,1,BOS,AL,6,4,57,0,0,0,5,305,90,36,6,29,57,0.242,3.19,7,5,7,1,419,31,41,5,6,10 +staplda02,1988,1,ML4,AL,0,0,6,0,0,0,0,41,20,9,1,9,6,0.339,5.93,1,0,1,1,69,0,9,0,0,2 +stclara01,1988,1,MON,NL,0,0,6,0,0,0,0,22,11,5,2,5,6,0.344,6.14,1,0,0,1,38,3,5,0,1,0 +stclara01,1988,2,CIN,NL,1,0,10,0,0,0,0,41,13,4,3,5,8,0.241,2.63,2,0,0,0,60,6,8,0,1,0 +stewada01,1988,1,OAK,AL,21,12,37,37,14,2,0,827,240,99,14,110,192,0.234,3.23,5,14,3,16,1156,0,111,7,9,16 +stiebda01,1988,1,TOR,AL,16,8,32,31,8,4,0,622,157,70,15,79,147,0.210,3.04,0,4,13,5,844,1,76,0,4,14 +stoddti01,1988,1,NYA,AL,2,2,28,0,0,0,3,165,62,39,5,27,33,0.286,6.38,1,3,2,0,253,9,41,1,6,1 +stottto01,1988,1,TOR,AL,4,8,28,16,0,0,0,294,109,62,15,46,67,0.283,5.69,5,2,4,3,443,2,70,5,3,8 +strakle01,1988,1,MIN,AL,2,5,16,14,1,1,1,248,86,36,8,25,23,0.276,3.92,1,4,0,3,341,1,39,1,3,14 +sutclri01,1988,1,CHN,NL,13,14,32,32,12,2,0,678,232,97,18,70,144,0.269,3.86,9,11,2,4,958,0,97,17,5,12 +suttebr01,1988,1,ATL,NL,1,4,38,0,0,0,14,136,49,24,4,11,40,0.275,4.76,3,0,1,0,193,26,26,3,0,5 +suttodo01,1988,1,LAN,NL,3,6,16,16,0,0,0,262,91,38,7,30,44,0.270,3.92,6,2,1,4,380,0,44,7,5,4 +swiftbi02,1988,1,SEA,AL,8,12,38,24,6,1,0,524,199,89,10,65,47,0.295,4.59,3,6,8,2,757,4,99,5,3,36 +swindgr01,1988,1,CLE,AL,18,14,33,33,12,4,0,726,234,86,18,45,180,0.252,3.20,3,5,1,0,988,0,97,9,5,12 +tananfr01,1988,1,DET,AL,14,11,32,32,2,0,0,609,213,95,25,64,127,0.267,4.21,7,6,4,0,876,0,105,6,3,14 +taylote01,1988,1,SEA,AL,0,1,5,5,0,0,0,69,26,16,2,11,9,0.295,6.26,1,1,0,0,101,0,17,1,1,3 +tekulke01,1988,1,PHI,NL,3,7,70,0,0,0,4,240,87,32,3,22,43,0.276,3.60,11,0,2,0,347,35,34,6,2,11 +terrewa01,1988,1,DET,AL,7,16,29,29,11,1,0,619,199,91,20,78,84,0.258,3.97,8,7,2,2,870,0,101,13,6,26 +terrysc01,1988,1,SLN,NL,9,6,51,11,1,0,3,388,119,42,5,34,65,0.247,2.92,6,1,0,2,524,14,48,6,3,13 +tewksbo01,1988,1,CHN,NL,0,0,1,1,0,0,0,10,6,3,1,2,1,0.400,8.10,0,0,0,0,18,0,5,0,1,1 +thigpbo01,1988,1,CHA,AL,5,8,68,0,0,0,34,270,96,33,6,33,62,0.273,3.30,3,6,4,2,398,59,38,4,5,6 +thurmma01,1988,1,BAL,AL,1,8,43,6,0,0,3,224,80,38,10,27,29,0.277,4.58,3,0,2,0,322,15,43,0,4,5 +tibbsja01,1988,1,BAL,AL,4,15,30,24,1,0,0,476,184,95,18,63,82,0.293,5.39,2,8,3,3,708,1,103,6,7,15 +tolivfr01,1988,1,MIN,AL,7,6,21,19,0,0,0,344,116,54,8,52,69,0.270,4.24,1,10,1,1,491,0,57,7,1,12 +trautjo01,1988,1,BOS,AL,0,1,9,0,0,0,0,48,26,16,2,9,8,0.382,9.00,0,1,1,0,78,4,17,0,0,4 +troutst01,1988,1,SEA,AL,4,7,15,13,0,0,0,169,86,49,6,31,14,0.361,7.83,2,5,5,7,278,1,53,1,3,11 +trujimi01,1988,1,DET,AL,0,0,6,0,0,0,0,37,11,7,2,5,5,0.234,5.11,2,1,0,0,52,2,7,0,0,1 +tudorjo01,1988,1,SLN,NL,6,5,21,21,4,1,0,436,131,37,5,31,55,0.247,2.29,7,0,1,1,578,0,44,10,5,18 +tudorjo01,1988,2,LAN,NL,4,3,9,9,1,0,0,157,58,14,5,10,32,0.284,2.41,0,0,0,2,216,0,16,2,0,5 +valenfe01,1988,1,LAN,NL,5,8,23,22,3,0,1,427,142,67,11,76,64,0.268,4.24,4,7,0,1,626,1,71,15,5,12 +vandeed01,1988,1,TEX,AL,2,2,26,0,0,0,2,111,44,17,2,11,18,0.308,4.14,4,0,0,1,159,7,19,3,2,6 +vaughde01,1988,1,TEX,AL,0,0,8,0,0,0,0,46,24,13,4,4,8,0.348,7.63,0,1,0,0,75,4,15,0,2,1 +violafr01,1988,1,MIN,AL,24,7,35,35,7,2,0,766,236,75,20,54,193,0.245,2.64,2,5,3,1,1031,0,80,6,6,20 +walkbo01,1988,1,PIT,NL,12,10,32,32,1,1,0,638,183,64,6,65,81,0.230,2.71,5,13,2,9,881,0,75,14,5,12 +walkemi01,1988,1,CLE,AL,0,1,3,1,0,0,0,26,8,7,0,10,7,0.258,7.27,0,0,0,0,42,0,7,1,0,0 +waltege01,1988,1,NYN,NL,0,1,19,0,0,0,0,50,21,7,0,11,14,0.309,3.78,1,0,0,3,80,5,9,0,1,1 +waltege01,1988,2,SEA,AL,1,0,16,0,0,0,0,79,21,15,0,15,13,0.216,5.13,4,1,2,6,115,4,16,0,1,2 +warddu01,1988,1,TOR,AL,9,3,64,0,0,0,15,335,101,41,5,60,91,0.245,3.30,8,10,5,3,487,32,46,4,5,12 +wegmabi01,1988,1,ML4,AL,13,13,32,31,4,1,0,597,207,91,24,50,84,0.265,4.12,5,1,4,1,847,0,104,3,10,14 +welchbo01,1988,1,OAK,AL,17,9,36,36,4,2,0,734,237,99,22,81,158,0.257,3.64,1,3,10,13,1034,0,107,12,8,14 +wellsda01,1988,1,TOR,AL,3,5,41,0,0,0,4,193,65,33,12,31,56,0.269,4.62,9,6,2,2,279,15,36,2,2,11 +westda01,1988,1,NYN,NL,1,0,2,1,0,0,0,18,6,2,0,3,3,0.273,3.00,0,0,0,2,25,0,2,0,0,2 +whitsed01,1988,1,SDN,NL,13,11,34,33,3,1,0,616,202,86,17,45,118,0.259,3.77,1,2,1,2,846,0,93,13,8,15 +wilkibi01,1988,1,SEA,AL,2,2,30,0,0,0,2,93,28,12,3,15,25,0.233,3.48,0,3,0,0,136,9,14,0,1,1 +willica01,1988,1,CHA,AL,0,0,6,0,0,0,0,36,17,11,3,7,6,0.362,8.25,1,2,0,0,55,0,12,0,1,4 +willifr01,1988,1,CIN,NL,3,2,60,0,0,0,1,188,59,18,6,35,43,0.252,2.59,4,4,2,1,276,8,24,5,0,7 +willima05,1988,1,BAL,AL,5,8,37,10,2,0,2,353,125,64,14,40,69,0.272,4.90,8,5,2,3,507,11,70,4,2,6 +willimi02,1988,1,TEX,AL,2,7,67,0,0,0,18,204,48,35,4,47,61,0.203,4.63,3,5,6,6,296,51,38,3,4,4 +willsfr01,1988,1,TOR,AL,0,0,10,0,0,0,0,62,22,12,2,6,19,0.272,5.23,2,1,0,0,89,4,12,1,1,2 +wilsost01,1988,1,TEX,AL,0,0,3,0,0,0,0,23,7,5,1,4,1,0.259,5.87,1,0,0,0,31,1,5,0,0,3 +wilsotr01,1988,1,SFN,NL,0,2,4,4,0,0,0,66,25,10,1,8,15,0.298,4.09,0,0,0,1,96,0,14,3,1,4 +winnji01,1988,1,MIN,AL,1,0,9,0,0,0,0,63,33,14,4,10,9,0.355,6.00,1,3,0,1,104,5,15,1,0,3 +wittbo01,1988,1,TEX,AL,8,10,22,22,13,2,0,523,134,76,13,101,148,0.216,3.92,2,16,1,8,736,0,83,7,6,16 +wittmi01,1988,1,CAL,AL,13,16,34,34,12,2,0,749,263,115,14,87,133,0.272,4.15,7,9,5,2,1080,0,130,11,10,24 +woodwro01,1988,1,BOS,AL,0,0,1,0,0,0,0,2,2,1,0,1,0,0.500,13.50,0,0,0,0,5,1,1,0,0,0 +worreto01,1988,1,SLN,NL,5,9,68,0,0,0,32,270,69,30,7,34,78,0.214,3.00,14,6,1,2,366,54,32,3,5,8 +yettri01,1988,1,CLE,AL,9,6,23,22,0,0,0,403,146,69,11,55,71,0.275,4.62,1,4,1,3,590,0,72,2,1,10 +youmafl01,1988,1,MON,NL,3,6,14,13,1,1,0,252,64,30,8,41,54,0.213,3.21,1,4,2,1,351,1,35,3,4,5 +youngcu01,1988,1,OAK,AL,11,8,26,26,1,0,0,469,162,72,23,50,69,0.275,4.14,3,3,4,6,651,0,77,3,5,22 +aasedo01,1989,1,NYN,NL,1,5,49,0,0,0,2,178,56,26,5,26,34,0.245,3.94,3,0,1,1,261,22,27,2,3,3 +abbotji01,1989,1,CAL,AL,12,12,29,29,4,2,0,544,190,79,13,74,115,0.274,3.92,3,8,4,2,788,0,95,11,5,23 +ackerji01,1989,1,ATL,NL,0,6,59,0,0,0,2,293,84,29,5,20,68,0.237,2.67,8,2,1,0,383,23,29,5,3,7 +ackerji01,1989,2,TOR,AL,2,1,14,0,0,0,0,85,24,5,1,12,24,0.235,1.59,3,1,1,0,116,3,7,1,0,2 +agostju01,1989,1,HOU,NL,4,5,71,0,0,0,1,249,81,27,3,32,46,0.256,2.93,10,4,2,1,361,28,32,5,6,7 +aguilri01,1989,1,NYN,NL,6,6,36,0,0,0,7,208,59,18,3,21,80,0.231,2.34,3,3,2,3,284,19,19,5,1,3 +aguilri01,1989,2,MIN,AL,3,5,11,11,3,0,0,227,71,27,5,17,57,0.245,3.21,1,1,1,0,310,0,32,2,0,5 +akerfda01,1989,1,TEX,AL,0,1,6,0,0,0,0,33,11,4,1,5,9,0.250,3.27,2,1,0,0,50,2,6,0,1,0 +aldrija01,1989,1,ML4,AL,1,0,16,0,0,0,1,78,24,11,3,13,12,0.253,3.81,2,2,1,0,110,8,11,1,0,3 +aldrija01,1989,2,ATL,NL,1,2,8,0,0,0,0,37,7,3,0,6,7,0.167,2.19,1,0,0,0,50,2,5,1,1,1 +alexado01,1989,1,DET,AL,6,18,33,33,5,1,0,669,245,110,28,76,95,0.280,4.44,3,4,5,1,977,0,118,9,11,15 +allenne01,1989,1,CLE,AL,0,1,3,0,0,0,0,9,8,5,1,0,0,0.500,15.00,0,0,0,0,17,1,5,0,1,0 +alvarjo01,1989,1,ATL,NL,3,3,30,0,0,0,2,151,44,16,4,24,45,0.237,2.86,2,2,1,1,217,12,18,5,1,5 +alvarwi01,1989,1,TEX,AL,0,1,1,1,0,0,0,0,3,3,2,2,0,1.000,,0,0,0,0,5,0,3,0,0,0 +anderal02,1989,1,MIN,AL,17,10,33,33,4,1,0,590,214,83,15,53,69,0.275,3.80,1,5,7,0,846,0,97,4,5,21 +anderla02,1989,1,HOU,NL,4,4,60,0,0,0,3,263,63,15,2,24,85,0.198,1.54,4,2,0,1,351,21,19,4,5,4 +appieke01,1989,1,KCA,AL,1,4,6,5,0,0,0,65,34,22,3,12,10,0.374,9.14,1,0,0,0,106,0,22,0,3,3 +aquinlu01,1989,1,KCA,AL,6,8,34,16,2,1,0,424,148,55,6,35,68,0.271,3.50,4,4,4,0,591,7,62,2,4,12 +armstja01,1989,1,CIN,NL,2,3,9,8,0,0,0,128,40,22,5,21,23,0.245,4.64,4,0,0,0,187,1,24,2,1,2 +arnsbbr01,1989,1,TEX,AL,2,1,16,1,0,0,1,144,45,22,6,22,26,0.247,4.13,0,6,3,2,209,3,27,1,1,3 +assenpa01,1989,1,ATL,NL,1,3,49,0,0,0,0,173,55,23,2,16,64,0.249,3.59,7,3,1,1,247,14,26,7,2,3 +assenpa01,1989,2,CHN,NL,2,1,14,0,0,0,0,57,19,11,1,12,15,0.275,5.21,1,0,0,0,84,3,11,2,1,3 +atherke01,1989,1,CLE,AL,0,3,32,0,0,0,2,117,48,18,7,13,13,0.293,4.15,4,0,0,0,178,14,22,1,0,0 +augusdo01,1989,1,ML4,AL,12,12,31,25,2,1,0,427,175,84,17,58,51,0.302,5.31,2,3,2,1,648,2,93,2,7,15 +bailesc01,1989,1,CLE,AL,5,9,34,11,0,0,0,341,116,54,7,29,47,0.269,4.28,4,3,3,0,473,9,57,5,5,17 +bairdo01,1989,1,PIT,NL,2,3,44,0,0,0,1,202,52,17,4,28,56,0.211,2.27,10,7,0,0,276,17,19,1,1,4 +ballaje01,1989,1,BAL,AL,18,8,35,35,4,1,0,646,240,82,16,57,62,0.287,3.43,5,3,4,0,912,0,95,10,5,25 +bankhsc01,1989,1,SEA,AL,14,6,33,33,3,2,0,631,187,78,19,63,140,0.239,3.34,1,2,3,0,862,0,84,4,8,15 +bannifl01,1989,1,KCA,AL,4,1,14,14,0,0,0,226,87,39,8,18,35,0.290,4.66,1,1,1,0,323,0,40,2,2,8 +barfijo01,1989,1,TEX,AL,0,1,4,2,0,0,0,35,15,8,0,4,9,0.319,6.17,0,1,0,0,52,1,10,1,0,2 +bautijo01,1989,1,BAL,AL,3,4,15,10,0,0,0,234,84,46,17,15,30,0.274,5.31,0,0,1,0,325,4,46,1,1,6 +beardda01,1989,1,DET,AL,0,2,2,1,0,0,0,16,9,3,2,2,1,0.375,5.06,0,0,1,0,27,1,7,0,0,0 +beattbl01,1989,1,NYN,NL,0,0,2,1,0,0,0,18,5,1,1,2,3,0.217,1.50,0,0,0,0,25,0,1,0,0,0 +bedrost01,1989,1,PHI,NL,2,3,28,0,0,0,6,101,21,12,7,17,24,0.183,3.21,1,0,1,0,135,27,13,0,2,3 +bedrost01,1989,2,SFN,NL,1,4,40,0,0,0,17,153,35,15,5,22,34,0.192,2.65,4,2,0,0,207,33,18,1,2,2 +belchti01,1989,1,LAN,NL,15,12,39,30,10,8,1,690,182,72,20,80,200,0.217,2.82,5,7,7,2,937,6,81,6,6,9 +belinst01,1989,1,PIT,NL,0,1,8,0,0,0,0,31,13,7,0,2,10,0.295,6.10,0,1,0,0,46,2,8,0,0,2 +benesan01,1989,1,SDN,NL,6,3,10,10,0,0,0,200,51,26,7,31,66,0.213,3.51,0,0,1,3,280,0,28,6,2,4 +berenju01,1989,1,MIN,AL,9,3,56,0,0,0,3,318,96,41,11,47,93,0.246,3.48,0,5,2,3,452,17,44,7,5,8 +bielemi01,1989,1,CHN,NL,18,7,33,33,4,3,0,637,187,74,16,81,147,0.237,3.14,8,9,0,4,882,0,82,9,3,18 +birkbmi01,1989,1,ML4,AL,0,4,9,9,1,0,0,134,57,27,4,22,31,0.310,5.44,2,1,3,0,214,0,32,2,3,4 +birtsti01,1989,1,CIN,NL,2,2,42,1,0,0,1,209,68,29,5,27,57,0.261,3.75,8,3,3,3,300,12,33,3,6,5 +bittije01,1989,1,CHA,AL,0,1,2,1,0,0,0,29,9,7,2,6,7,0.257,6.52,0,1,0,0,41,1,7,0,0,3 +blackbu02,1989,1,CLE,AL,12,11,33,32,6,3,0,667,213,83,14,52,88,0.252,3.36,0,13,1,5,912,0,95,9,5,19 +blankke01,1989,1,CHN,NL,0,0,2,0,0,0,0,16,4,1,0,2,2,0.200,1.69,0,0,0,0,22,1,1,0,0,0 +blockte01,1989,1,ATL,NL,0,0,1,0,0,0,0,3,0,0,0,2,0,0.000,0.00,0,0,0,0,4,1,0,0,0,0 +blylebe01,1989,1,CAL,AL,17,5,33,33,8,5,0,723,225,73,14,44,131,0.248,2.73,2,2,8,0,973,0,76,7,7,25 +bockura01,1989,1,DET,AL,0,0,2,0,0,0,0,16,7,3,0,2,2,0.333,5.06,1,0,0,0,23,0,3,0,0,2 +boddimi01,1989,1,BOS,AL,15,11,34,34,3,2,0,635,217,94,19,71,145,0.267,4.00,4,4,10,1,912,0,101,8,10,19 +boevejo01,1989,1,ATL,NL,4,11,66,0,0,0,21,247,78,36,6,34,68,0.252,3.94,5,5,1,0,349,53,37,5,0,6 +boltoto01,1989,1,BOS,AL,0,4,4,4,0,0,0,52,21,16,1,10,9,0.292,8.31,1,1,0,0,83,0,18,0,1,1 +bookegr01,1989,1,SDN,NL,0,1,11,0,0,0,0,57,15,9,2,10,8,0.224,4.26,1,1,0,0,79,4,10,2,0,3 +bookegr01,1989,2,MIN,AL,0,0,6,0,0,0,0,26,11,4,1,2,3,0.306,4.15,0,2,0,0,38,2,4,0,0,1 +bosioch01,1989,1,ML4,AL,15,10,33,33,8,2,0,704,225,77,16,48,173,0.249,2.95,1,4,6,2,969,0,90,5,5,14 +boydoi01,1989,1,BOS,AL,3,2,10,10,0,0,0,177,57,29,8,19,26,0.253,4.42,0,2,0,0,246,0,31,0,2,3 +brantje01,1989,1,SFN,NL,7,1,59,1,0,0,0,292,101,44,10,37,69,0.271,4.07,8,3,2,2,422,15,50,7,3,10 +brownke01,1989,1,TEX,AL,12,9,28,28,7,0,0,573,167,71,10,70,104,0.234,3.35,2,7,4,2,798,0,81,3,6,22 +brownto05,1989,1,CIN,NL,15,12,37,37,9,2,0,749,241,94,31,64,118,0.255,3.39,10,2,3,1,1031,0,109,12,6,18 +buchabo01,1989,1,KCA,AL,0,0,2,0,0,0,0,10,5,6,1,3,3,0.333,16.20,2,1,0,0,18,1,6,0,0,0 +buicede01,1989,1,TOR,AL,1,0,7,0,0,0,0,51,13,11,2,13,10,0.220,5.82,1,1,0,0,74,3,12,0,2,4 +burketi01,1989,1,MON,NL,9,3,68,0,0,0,28,254,68,24,6,22,54,0.225,2.55,7,1,0,0,333,52,24,4,5,6 +burnsto02,1989,1,OAK,AL,6,5,50,2,0,0,8,289,66,24,3,28,49,0.196,2.24,5,4,1,0,374,22,27,7,1,10 +cadargr01,1989,1,OAK,AL,0,0,26,0,0,0,0,83,21,7,0,19,14,0.214,2.28,3,0,0,0,119,6,9,0,2,3 +cadargr01,1989,2,NYA,AL,5,5,20,13,3,1,0,277,109,47,7,38,66,0.298,4.58,1,6,2,2,412,1,53,3,3,11 +camacer01,1989,1,SFN,NL,3,0,13,0,0,0,0,49,10,5,1,11,14,0.175,2.76,2,3,0,1,70,5,5,2,0,1 +campbmi01,1989,1,SEA,AL,1,2,5,5,0,0,0,63,28,17,4,10,6,0.301,7.29,0,0,0,0,103,0,22,0,0,1 +candejo01,1989,1,NYA,AL,3,3,10,6,1,0,0,147,49,28,8,12,37,0.258,5.14,1,2,0,1,206,1,28,2,2,1 +candejo01,1989,2,MON,NL,0,2,12,0,0,0,0,49,17,6,3,4,14,0.283,3.31,2,0,0,0,68,2,8,1,3,1 +candito01,1989,1,CLE,AL,13,10,31,31,4,0,0,618,188,71,10,55,124,0.242,3.10,5,4,4,8,847,0,80,6,4,11 +canojo01,1989,1,HOU,NL,1,1,6,3,1,0,0,69,24,13,2,7,8,0.267,5.09,2,0,0,0,99,1,13,1,1,1 +carmado01,1989,1,PHI,NL,5,15,49,20,0,0,0,448,152,87,21,86,81,0.260,5.24,6,7,3,3,683,5,98,5,5,6 +carpecr01,1989,1,SLN,NL,4,4,36,5,0,0,0,204,70,24,4,26,35,0.262,3.18,9,1,2,0,303,10,30,4,4,2 +carych01,1989,1,NYA,AL,4,4,22,11,2,0,0,298,78,36,13,29,79,0.209,3.26,6,6,0,1,404,4,42,1,1,3 +castito02,1989,1,TOR,AL,1,1,17,0,0,0,1,53,23,12,0,10,10,0.333,6.11,5,3,1,0,86,8,14,2,4,3 +castito02,1989,2,ATL,NL,0,1,12,0,0,0,0,28,8,5,0,4,5,0.222,4.82,1,0,0,0,41,1,5,1,0,0 +cerutjo01,1989,1,TOR,AL,11,11,33,31,3,1,0,616,214,70,19,53,69,0.273,3.07,2,4,6,2,856,1,90,7,5,22 +charlno01,1989,1,CIN,NL,8,3,69,0,0,0,0,286,67,31,5,40,98,0.197,2.93,7,2,2,4,393,27,38,9,2,2 +clancji01,1989,1,HOU,NL,7,14,33,26,1,0,0,441,155,83,13,66,91,0.269,5.08,15,6,0,3,655,3,100,9,4,13 +clarkst02,1989,1,KCA,AL,0,2,2,2,0,0,0,21,14,12,2,4,2,0.438,15.43,0,1,0,0,36,0,12,0,0,1 +clarkte01,1989,1,CAL,AL,0,2,4,2,0,0,0,33,13,6,0,3,7,0.310,4.91,0,2,0,1,48,2,8,2,1,3 +claryma01,1989,1,ATL,NL,4,3,18,17,2,1,0,326,103,38,6,31,30,0.250,3.15,3,5,1,0,452,0,47,4,3,8 +clemepa01,1989,1,SDN,NL,4,1,23,1,0,0,0,117,39,17,4,15,18,0.267,3.92,5,1,0,0,167,8,17,5,1,4 +clemero02,1989,1,BOS,AL,17,11,35,35,8,3,0,760,215,88,20,93,230,0.231,3.13,5,7,8,0,1044,0,101,9,5,23 +cluttbr01,1989,1,ML4,AL,2,5,14,11,1,0,0,202,73,31,11,16,29,0.269,4.14,1,0,0,0,291,1,39,0,4,4 +combspa01,1989,1,PHI,NL,4,0,6,6,1,1,0,116,36,9,2,6,30,0.248,2.09,1,5,0,0,153,0,10,2,0,3 +comstke01,1989,1,SEA,AL,1,2,31,0,0,0,0,77,26,8,2,10,22,0.268,2.81,2,2,0,0,111,7,8,2,2,2 +coneda01,1989,1,NYN,NL,14,8,34,33,7,2,0,659,183,86,20,74,190,0.223,3.52,6,14,4,4,910,0,92,6,4,6 +cookde01,1989,1,SFN,NL,1,0,2,2,1,0,0,45,13,3,1,5,9,0.245,1.80,0,1,0,0,58,0,3,0,0,2 +cookde01,1989,2,PHI,NL,6,8,21,16,1,1,0,318,97,47,17,33,58,0.243,3.99,6,3,2,2,441,1,56,5,2,4 +cookmi01,1989,1,MIN,AL,0,1,15,0,0,0,0,64,22,12,1,17,15,0.268,5.06,1,0,1,0,102,5,12,0,2,1 +corbesh01,1989,1,CAL,AL,0,0,4,0,0,0,0,16,3,2,1,1,3,0.158,3.38,0,0,0,0,20,2,2,0,0,0 +corsiji01,1989,1,OAK,AL,1,2,22,0,0,0,0,115,26,8,2,10,21,0.194,1.88,0,0,1,0,149,14,8,2,2,4 +costejo01,1989,1,SLN,NL,5,4,48,0,0,0,3,187,48,23,5,20,40,0.213,3.32,7,0,2,0,252,11,24,0,5,2 +crawfst01,1989,1,KCA,AL,3,1,25,0,0,0,0,162,48,17,2,19,33,0.242,2.83,3,0,3,0,224,5,19,3,1,4 +crewsti01,1989,1,LAN,NL,0,1,44,0,0,0,1,185,69,22,7,23,56,0.284,3.21,9,1,2,0,275,16,27,7,0,1 +crimch01,1989,1,ML4,AL,9,7,76,0,0,0,7,353,114,37,7,36,59,0.259,2.83,9,5,2,0,487,31,42,3,6,20 +cummist01,1989,1,TOR,AL,2,0,5,2,0,0,0,63,18,7,1,11,8,0.231,3.00,0,1,1,0,90,2,9,0,0,5 +darliro01,1989,1,NYN,NL,14,14,33,33,4,0,0,652,214,85,19,70,153,0.258,3.52,7,12,3,4,922,0,100,7,13,10 +darwida01,1989,1,HOU,NL,11,4,68,0,0,0,7,366,92,32,8,33,104,0.212,2.36,9,2,2,3,482,26,34,8,5,4 +davidbo01,1989,1,NYA,AL,0,0,1,0,0,0,0,3,1,2,1,1,0,0.250,18.00,0,0,0,0,5,1,2,0,0,0 +davisjo04,1989,1,CHA,AL,0,1,4,0,0,0,1,18,5,3,2,2,5,0.217,4.50,0,0,0,0,25,3,4,0,0,0 +davisma01,1989,1,SDN,NL,4,3,70,0,0,0,44,278,66,19,6,31,92,0.200,1.85,1,8,2,0,370,65,21,3,4,11 +davisst02,1989,1,OAK,AL,19,7,31,31,1,0,0,508,187,82,19,68,91,0.288,4.36,1,8,3,1,733,0,91,5,7,24 +davisst03,1989,1,CLE,AL,1,1,12,2,0,0,0,77,34,23,2,14,12,0.318,8.06,1,2,0,0,121,2,24,0,0,4 +dawlebi01,1989,1,OAK,AL,0,0,4,0,0,0,0,27,11,4,0,2,3,0.297,4.00,0,0,1,0,41,2,5,0,1,1 +dayleke01,1989,1,SLN,NL,4,3,71,0,0,0,12,226,63,24,3,30,40,0.228,2.87,10,2,0,1,310,28,26,3,1,5 +dejesjo01,1989,1,KCA,AL,0,0,3,1,0,0,0,24,7,4,1,8,2,0.241,4.50,0,0,0,0,37,1,4,0,0,2 +deleojo01,1989,1,SLN,NL,16,12,36,36,5,3,0,734,173,83,16,80,201,0.197,3.05,5,2,6,0,972,0,96,5,3,12 +deleolu01,1989,1,SEA,AL,0,0,1,1,0,0,0,12,5,1,1,1,2,0.313,2.25,0,0,1,0,18,0,1,0,0,1 +deshaji01,1989,1,HOU,NL,15,10,34,34,6,3,0,677,180,73,15,79,153,0.217,2.91,8,8,4,1,928,0,80,11,5,12 +dibblro01,1989,1,CIN,NL,10,5,74,0,0,0,2,297,62,23,4,39,141,0.176,2.09,11,7,3,0,401,18,23,3,4,3 +dillago01,1989,1,PHI,NL,0,0,5,0,0,0,0,12,7,3,0,0,2,0.368,6.75,0,1,0,0,19,1,3,0,0,0 +dipinfr01,1989,1,SLN,NL,9,0,67,0,0,0,0,265,73,24,6,20,44,0.227,2.45,7,2,0,0,347,8,26,1,5,11 +dopsojo01,1989,1,BOS,AL,12,8,29,28,2,0,0,508,166,75,14,69,95,0.257,3.99,0,7,2,15,727,0,84,5,4,19 +dotsori01,1989,1,NYA,AL,2,5,11,9,1,0,0,155,69,32,8,17,14,0.317,5.57,0,0,1,3,239,2,33,1,2,5 +dotsori01,1989,2,CHA,AL,3,7,17,17,1,0,0,299,112,43,8,41,55,0.282,3.88,3,2,0,0,446,0,51,6,2,8 +downske01,1989,1,SFN,NL,4,8,18,15,0,0,0,248,82,44,7,26,49,0.261,4.79,4,3,1,3,349,1,47,4,4,7 +drabedo01,1989,1,PIT,NL,14,12,35,34,8,5,0,733,215,76,21,69,123,0.238,2.80,3,3,3,0,994,1,83,13,7,13 +draveda01,1989,1,SFN,NL,2,0,2,2,0,0,0,39,8,5,2,4,5,0.182,3.46,0,1,1,0,50,0,5,1,0,1 +drummti01,1989,1,MIN,AL,0,0,8,0,0,0,1,49,16,7,0,8,9,0.246,3.86,1,0,2,1,75,2,7,0,0,1 +duboibr01,1989,1,DET,AL,0,4,6,5,0,0,1,108,29,7,2,17,13,0.218,1.75,3,0,2,1,153,1,14,0,1,3 +dunnemi01,1989,1,PIT,NL,1,1,3,3,0,0,0,43,21,12,1,9,4,0.328,7.53,1,1,1,0,75,0,12,1,0,0 +dunnemi01,1989,2,SEA,AL,2,9,15,15,1,0,0,256,104,50,7,37,38,0.307,5.27,1,7,2,1,386,0,61,3,5,11 +dyermi01,1989,1,MIN,AL,4,7,16,12,1,0,0,213,74,38,2,37,37,0.273,4.82,0,1,2,1,317,0,43,5,2,4 +easlelo01,1989,1,PIT,NL,1,0,10,0,0,0,1,37,8,6,1,7,6,0.190,4.38,1,1,1,1,51,4,6,1,0,0 +eavega01,1989,1,ATL,NL,2,0,3,3,0,0,0,62,15,3,0,12,9,0.200,1.31,0,1,1,1,88,0,3,0,0,0 +eckerde01,1989,1,OAK,AL,4,0,51,0,0,0,33,173,32,10,5,3,55,0.162,1.56,0,0,1,0,206,46,10,0,4,2 +edwarwa01,1989,1,CHA,AL,0,0,7,0,0,0,0,22,7,3,1,3,9,0.269,3.68,0,0,0,0,30,2,3,0,1,2 +eichhma01,1989,1,ATL,NL,5,5,45,0,0,0,0,205,70,33,6,19,49,0.275,4.35,8,0,1,1,286,13,36,7,4,5 +eilanda01,1989,1,NYA,AL,1,3,6,6,0,0,0,103,44,22,5,13,11,0.328,5.77,3,0,2,0,152,0,25,1,2,4 +farrejo03,1989,1,CLE,AL,9,14,31,31,7,2,0,624,196,84,14,71,132,0.244,3.63,4,4,7,0,895,0,97,8,6,5 +farrst01,1989,1,KCA,AL,2,5,51,2,0,0,18,190,75,29,5,22,56,0.296,4.12,5,2,1,0,279,40,35,0,3,6 +fernasi01,1989,1,NYN,NL,14,5,35,32,6,2,0,658,157,69,21,75,198,0.198,2.83,3,1,6,3,883,0,73,4,4,8 +fettemi01,1989,1,CAL,AL,0,0,1,0,0,0,0,10,5,3,1,1,4,0.333,8.10,0,2,0,0,16,0,4,0,0,0 +filerto01,1989,1,ML4,AL,7,3,13,13,0,0,0,217,74,29,6,23,20,0.271,3.61,1,1,4,0,302,0,30,2,0,13 +finlech01,1989,1,CAL,AL,16,9,29,29,9,1,0,599,171,57,13,82,156,0.233,2.57,0,4,2,2,827,0,64,7,3,14 +fischje01,1989,1,LAN,NL,0,0,2,0,0,0,0,10,7,5,1,0,2,0.438,13.50,0,0,0,0,17,0,5,1,0,0 +fishebr01,1989,1,PIT,NL,0,3,9,3,0,0,1,51,25,15,2,10,8,0.329,7.94,3,1,0,0,88,3,17,1,1,0 +flanami01,1989,1,TOR,AL,8,10,30,30,1,1,0,515,186,75,10,47,47,0.283,3.93,0,4,5,0,726,0,82,8,8,23 +foleyto02,1989,1,MON,NL,0,0,1,0,0,0,0,1,1,1,1,0,0,0.500,27.00,0,0,0,0,2,1,1,0,0,0 +forscbo01,1989,1,HOU,NL,4,5,37,15,0,0,0,325,133,64,10,46,40,0.303,5.32,6,4,1,5,494,5,68,4,4,8 +fossato01,1989,1,ML4,AL,2,2,51,0,0,0,1,183,57,24,3,22,42,0.256,3.54,7,1,1,3,256,16,27,7,3,9 +francjo01,1989,1,CIN,NL,4,8,60,0,0,0,32,242,77,28,3,36,60,0.258,3.12,8,3,0,2,345,50,35,7,3,8 +francte01,1989,1,ML4,AL,0,0,1,0,0,0,0,3,0,0,0,0,1,0.000,0.00,0,0,0,0,3,1,0,0,0,0 +frasewi01,1989,1,CAL,AL,4,7,44,0,0,0,2,275,80,33,6,23,46,0.235,3.24,4,5,5,0,375,21,33,4,3,4 +freemma02,1989,1,PHI,NL,0,0,1,1,0,0,0,9,2,2,0,5,0,0.182,6.00,0,0,0,1,16,0,2,0,0,0 +freyst01,1989,1,MON,NL,3,2,20,0,0,0,0,64,29,13,4,11,15,0.330,5.48,1,1,1,1,103,11,15,0,2,2 +frohwto01,1989,1,PHI,NL,1,0,45,0,0,0,0,188,56,25,4,18,39,0.241,3.59,0,1,3,1,258,11,26,3,1,3 +garcimi02,1989,1,PIT,NL,0,2,11,0,0,0,0,48,25,15,2,7,9,0.357,8.44,3,1,0,0,78,6,15,1,0,1 +gardnma01,1989,1,MON,NL,0,3,7,4,0,0,0,79,26,15,2,11,21,0.250,5.13,1,0,2,0,117,1,16,0,0,0 +gardnwe01,1989,1,BOS,AL,3,7,22,16,0,0,0,258,97,57,10,47,81,0.287,5.97,7,3,1,0,393,2,64,3,4,7 +garresc01,1989,1,SFN,NL,14,5,30,29,2,1,0,580,149,49,11,46,119,0.212,2.28,3,7,0,2,766,0,58,9,7,9 +gibsopa01,1989,1,DET,AL,4,8,45,13,0,0,0,396,129,68,11,57,77,0.259,4.64,12,4,6,1,573,16,71,7,5,7 +gideobr01,1989,1,MON,NL,0,0,4,0,0,0,0,14,5,1,1,5,2,0.294,1.93,1,0,0,0,22,1,1,0,0,1 +gladdda01,1989,1,MIN,AL,0,0,1,0,0,0,0,3,2,1,0,1,0,0.400,9.00,0,1,0,0,6,1,1,0,0,0 +glavito02,1989,1,ATL,NL,14,8,29,29,6,4,0,558,172,76,20,40,90,0.243,3.68,3,2,2,0,766,0,88,11,4,14 +gleatje01,1989,1,KCA,AL,0,0,15,0,0,0,0,43,20,9,0,6,9,0.345,5.65,0,0,0,1,66,5,10,0,2,2 +gonzage01,1989,1,MIN,AL,3,2,22,0,0,0,0,87,32,15,2,11,25,0.274,4.66,1,2,4,3,134,9,17,1,1,2 +goodedw01,1989,1,NYN,NL,9,4,19,17,0,0,1,355,93,38,9,47,101,0.211,2.89,2,7,2,5,497,1,42,4,3,5 +gordoto01,1989,1,KCA,AL,17,9,49,16,1,1,1,489,122,66,10,86,153,0.210,3.64,4,12,1,0,677,16,67,4,4,20 +gossari01,1989,1,SFN,NL,2,1,31,0,0,0,4,131,32,13,2,27,24,0.212,2.68,3,2,0,0,182,22,16,2,2,4 +gossari01,1989,2,NYA,AL,1,0,11,0,0,0,1,43,14,6,0,3,6,0.275,3.77,1,1,1,0,56,6,6,1,0,3 +gottji01,1989,1,PIT,NL,0,0,1,0,0,0,0,2,1,0,0,1,1,0.333,0.00,0,0,0,0,4,0,0,0,0,0 +gozzoma01,1989,1,TOR,AL,4,1,9,3,0,0,0,95,35,17,1,9,10,0.289,4.83,1,0,1,0,133,2,19,0,2,6 +grantma01,1989,1,SDN,NL,8,2,50,0,0,0,2,349,105,43,11,32,69,0.248,3.33,6,2,3,0,466,19,45,5,2,14 +greento01,1989,1,ATL,NL,1,2,4,4,1,1,0,79,22,12,5,6,17,0.234,4.10,1,1,0,0,103,0,12,1,2,1 +griffmi02,1989,1,CIN,NL,0,0,3,0,0,0,0,13,10,6,0,3,1,0.500,12.46,2,0,0,0,26,0,6,1,2,0 +grimsja01,1989,1,PHI,NL,1,3,4,4,0,0,0,55,19,12,2,19,7,0.268,5.89,1,2,0,0,91,0,13,1,0,2 +grossgr01,1989,1,HOU,NL,0,0,1,0,0,0,0,3,3,2,0,1,1,0.500,18.00,0,0,0,0,7,1,2,0,0,0 +grosske01,1989,1,MON,NL,11,12,31,31,4,3,0,604,188,98,20,88,158,0.247,4.38,6,5,6,5,867,0,105,10,3,5 +guantce01,1989,1,TEX,AL,6,6,50,0,0,0,2,207,66,30,7,36,69,0.249,3.91,10,1,4,0,311,19,35,2,4,2 +gubicma01,1989,1,KCA,AL,15,11,36,36,8,2,0,765,252,86,10,63,173,0.259,3.04,8,9,5,0,1060,0,100,11,8,20 +guettle01,1989,1,NYA,AL,5,5,70,0,0,0,13,309,98,28,6,26,51,0.258,2.45,9,4,0,0,412,38,31,4,2,18 +guthrma01,1989,1,MIN,AL,2,4,13,8,0,0,0,172,66,29,7,21,38,0.292,4.55,1,1,1,0,254,2,32,1,5,3 +halldr01,1989,1,TEX,AL,2,1,38,0,0,0,0,175,42,24,3,33,45,0.207,3.70,1,1,3,0,242,6,24,2,1,7 +hamilje01,1989,1,LAN,NL,0,1,1,0,0,0,0,5,2,1,0,1,2,0.286,5.40,1,0,0,0,8,1,1,0,0,0 +hammaat01,1989,1,SFN,NL,6,6,28,9,0,0,0,230,78,32,5,23,30,0.271,3.76,2,1,1,2,322,5,34,6,4,13 +hansoer01,1989,1,SEA,AL,9,5,17,17,1,0,0,340,103,40,7,32,75,0.243,3.18,1,3,5,0,465,0,44,4,1,11 +hardyja02,1989,1,CHA,AL,0,0,5,0,0,0,0,37,14,9,1,5,4,0.286,6.57,0,1,1,0,56,4,9,0,1,1 +harnipe01,1989,1,BAL,AL,5,9,18,17,2,0,0,310,97,53,10,64,70,0.249,4.62,3,5,5,1,468,1,55,4,5,9 +harrige01,1989,1,MON,NL,1,1,11,0,0,0,0,60,16,11,1,10,11,0.242,4.95,0,3,0,0,84,7,11,7,1,3 +harrige01,1989,2,SEA,AL,1,4,10,6,0,0,1,100,47,24,3,15,14,0.353,6.48,1,0,1,0,152,2,27,0,3,7 +harrigr01,1989,1,PHI,NL,2,2,44,0,0,0,1,226,64,30,7,43,51,0.234,3.58,7,10,2,0,324,17,34,3,2,4 +harrigr01,1989,2,BOS,AL,2,2,15,0,0,0,0,84,21,8,1,15,25,0.208,2.57,2,2,0,0,118,7,12,1,1,2 +harrigr02,1989,1,SDN,NL,8,9,56,8,0,0,6,405,106,39,8,52,106,0.215,2.60,9,3,2,3,554,25,43,5,2,10 +hartlmi01,1989,1,LAN,NL,0,1,5,0,0,0,0,18,2,1,0,0,4,0.100,1.50,0,0,0,0,20,3,1,0,0,0 +harvebr01,1989,1,CAL,AL,3,3,51,0,0,0,25,165,36,21,6,41,78,0.183,3.44,1,5,0,0,245,42,21,5,2,0 +hatchmi01,1989,1,LAN,NL,0,0,1,0,0,0,0,3,0,1,0,3,0,0.000,9.00,0,0,1,1,6,1,1,0,0,1 +havenbr01,1989,1,CLE,AL,0,0,7,0,0,0,0,40,18,6,3,7,6,0.353,4.05,2,1,0,0,60,4,6,0,2,3 +havenbr01,1989,2,DET,AL,1,2,13,1,0,0,0,68,28,14,3,14,15,0.308,5.56,2,1,3,0,110,7,14,0,2,3 +hawkian01,1989,1,NYA,AL,15,15,34,34,5,2,0,625,238,111,23,76,98,0.290,4.80,6,1,6,2,908,0,127,3,3,25 +heatone01,1989,1,PIT,NL,6,7,42,18,1,0,0,442,127,50,12,55,67,0.233,3.05,12,4,6,5,620,5,55,12,3,9 +heinkdo01,1989,1,SLN,NL,1,1,7,5,0,0,0,79,40,17,2,7,16,0.348,5.81,0,1,0,2,125,1,19,1,2,1 +henketo01,1989,1,TOR,AL,8,3,64,0,0,0,20,267,66,19,5,25,116,0.205,1.92,4,2,2,0,356,56,20,4,3,3 +hennemi01,1989,1,DET,AL,11,4,60,0,0,0,8,270,84,37,4,51,69,0.251,3.70,15,0,5,1,401,35,46,7,3,10 +henrydw01,1989,1,ATL,NL,0,2,12,0,0,0,1,38,12,6,2,5,16,0.250,4.26,1,1,0,0,55,6,6,2,0,0 +hernama01,1989,1,NYN,NL,0,0,1,0,0,0,0,3,0,0,0,0,1,0.000,0.00,0,0,0,0,3,0,0,0,0,0 +hernawi01,1989,1,DET,AL,2,2,32,0,0,0,15,94,36,20,4,16,30,0.293,5.74,2,0,1,1,141,25,21,1,0,2 +hernaxa01,1989,1,TOR,AL,1,0,7,0,0,0,0,68,25,12,2,8,7,0.278,4.76,0,1,1,0,101,2,15,0,2,2 +hershor01,1989,1,LAN,NL,15,15,35,33,8,4,0,770,226,66,9,77,178,0.240,2.31,14,8,3,4,1047,0,75,19,6,29 +heskejo01,1989,1,MON,NL,6,4,43,0,0,0,3,145,54,31,5,26,44,0.292,5.77,6,1,0,3,219,17,34,6,2,5 +hetzeer01,1989,1,BOS,AL,2,3,12,11,0,0,0,151,61,35,7,28,33,0.296,6.26,1,2,2,1,239,0,39,1,2,0 +hibbagr01,1989,1,CHA,AL,6,7,23,23,2,0,0,412,142,49,5,41,55,0.268,3.21,0,4,2,0,581,0,58,5,4,16 +hickeke01,1989,1,BAL,AL,2,3,51,0,0,0,2,148,38,16,3,23,28,0.220,2.92,4,3,1,2,199,17,16,2,0,9 +higuete01,1989,1,ML4,AL,9,6,22,22,2,1,0,406,125,52,9,48,91,0.248,3.46,2,0,4,1,567,0,56,6,5,10 +hillesh01,1989,1,CHA,AL,7,11,50,13,0,0,3,359,132,63,12,51,76,0.279,4.74,4,4,3,1,533,12,67,4,2,7 +hillke01,1989,1,SLN,NL,7,15,33,33,2,1,0,590,186,83,9,99,112,0.252,3.80,6,11,5,2,862,0,92,14,5,13 +holmabr01,1989,1,MON,NL,1,2,10,3,0,0,0,95,34,17,2,15,23,0.270,4.83,0,3,1,1,145,0,18,2,1,1 +holmabr01,1989,2,SEA,AL,8,10,23,22,6,2,0,479,160,61,9,62,82,0.261,3.44,6,5,6,0,688,1,68,4,3,18 +holmash01,1989,1,DET,AL,0,0,5,0,0,0,0,30,8,2,0,11,9,0.211,1.80,1,0,0,0,50,3,2,0,1,0 +holtobr01,1989,1,BAL,AL,5,7,39,12,0,0,0,349,140,52,11,39,51,0.300,4.02,1,5,1,1,514,8,63,2,5,11 +honeyri01,1989,1,OAK,AL,2,2,64,0,0,0,12,230,56,20,5,26,52,0.207,2.35,3,6,1,1,305,24,26,5,2,10 +hortori01,1989,1,LAN,NL,0,0,23,0,0,0,0,80,35,15,1,11,12,0.343,5.06,2,0,1,0,120,6,15,4,2,5 +hortori01,1989,2,SLN,NL,0,3,11,8,0,0,0,137,50,24,2,10,14,0.282,4.73,2,0,3,0,194,1,24,2,2,6 +houghch01,1989,1,TEX,AL,10,13,30,30,5,1,0,546,168,88,28,95,94,0.245,4.35,2,7,6,5,795,0,97,3,6,10 +howelja01,1989,1,LAN,NL,5,3,56,0,0,0,28,239,60,14,3,22,55,0.211,1.58,6,1,0,0,312,41,15,4,2,9 +howelke01,1989,1,PHI,NL,12,12,33,32,1,1,0,612,155,78,11,86,164,0.215,3.44,6,21,2,1,827,0,84,8,9,17 +hudsoch02,1989,1,DET,AL,1,5,18,7,0,0,0,200,75,47,14,31,23,0.288,6.35,3,3,2,0,297,4,49,3,1,9 +huismma01,1989,1,BAL,AL,0,0,8,0,0,0,1,34,13,8,0,0,13,0.277,6.35,0,1,0,0,48,1,8,0,1,0 +hurstbr01,1989,1,SDN,NL,15,11,33,33,10,2,0,734,214,73,16,66,179,0.237,2.69,7,8,0,0,990,0,84,18,3,13 +innisje01,1989,1,NYN,NL,0,1,29,0,0,0,0,119,38,14,2,8,16,0.255,3.18,0,0,1,0,160,12,16,1,1,6 +jacksda02,1989,1,CIN,NL,6,11,20,20,1,0,0,347,122,72,10,57,70,0.271,5.60,7,3,1,2,519,0,78,6,4,9 +jacksmi02,1989,1,SEA,AL,4,6,65,0,0,0,7,298,81,35,8,54,94,0.223,3.17,6,1,6,2,431,27,43,6,2,7 +jeffcmi01,1989,1,TEX,AL,9,6,22,22,2,2,0,392,139,52,7,33,64,0.270,3.58,0,0,4,1,559,0,65,3,5,11 +johnsda04,1989,1,BAL,AL,4,7,14,14,4,0,0,268,90,42,11,28,26,0.265,4.23,1,0,4,2,378,0,44,3,3,6 +johnsra05,1989,1,MON,NL,0,4,7,6,0,0,0,89,29,22,2,26,26,0.264,6.67,1,2,0,2,143,1,25,3,4,1 +johnsra05,1989,2,SEA,AL,7,9,22,22,2,0,0,393,118,64,11,70,104,0.244,4.40,1,5,3,5,572,0,75,7,9,9 +johnto01,1989,1,NYA,AL,2,7,10,10,0,0,0,191,87,41,6,22,18,0.336,5.80,2,3,3,0,290,0,45,4,2,8 +jonesba01,1989,1,CHA,AL,3,2,22,0,0,0,1,91,22,8,2,8,17,0.208,2.37,0,1,1,0,121,8,12,4,2,4 +jonesdo01,1989,1,CLE,AL,7,10,59,0,0,0,32,242,76,21,4,13,65,0.251,2.34,4,1,1,1,331,53,25,8,6,5 +jonesji02,1989,1,NYA,AL,2,1,11,6,0,0,0,144,56,28,7,16,25,0.293,5.25,1,1,2,0,211,3,29,1,1,7 +kaiseje01,1989,1,CLE,AL,0,1,6,0,0,0,0,11,5,3,1,5,4,0.313,7.36,0,1,0,0,22,1,5,0,1,0 +keyji01,1989,1,TOR,AL,13,14,33,33,5,1,0,648,226,93,18,27,118,0.270,3.88,2,4,3,1,886,0,99,9,9,16 +kilgupa01,1989,1,CHN,NL,6,10,35,23,0,0,2,437,164,71,9,49,61,0.283,4.39,6,3,5,2,642,5,90,5,4,16 +kinger01,1989,1,CHA,AL,9,10,25,25,1,1,0,478,144,60,13,64,72,0.244,3.39,1,5,4,4,666,0,69,3,4,25 +kinzema01,1989,1,SLN,NL,0,2,8,1,0,0,0,40,25,19,3,4,8,0.403,12.83,2,1,0,0,67,3,20,0,1,1 +kippebo01,1989,1,PIT,NL,3,4,52,0,0,0,4,249,55,27,5,33,58,0.188,2.93,6,5,0,2,334,15,29,5,3,2 +kneppbo01,1989,1,HOU,NL,4,10,22,20,0,0,0,339,135,74,12,60,45,0.303,5.89,4,4,2,3,520,0,78,9,3,14 +kneppbo01,1989,2,SFN,NL,3,2,13,6,1,1,0,156,55,20,4,15,19,0.270,3.46,2,1,1,1,226,2,20,3,3,0 +knudsma01,1989,1,ML4,AL,8,5,40,7,1,0,0,371,110,46,15,29,47,0.237,3.35,2,2,3,0,499,16,50,2,1,13 +kraemjo01,1989,1,CHN,NL,0,1,1,1,0,0,0,11,7,2,0,2,5,0.368,4.91,1,0,0,0,21,0,6,0,0,0 +kramera01,1989,1,PIT,NL,5,9,35,15,1,1,2,334,90,49,10,61,52,0.224,3.96,4,1,7,0,482,7,53,9,4,10 +krawcra01,1989,1,ML4,AL,0,0,1,0,0,0,0,6,4,3,0,1,6,0.400,13.50,0,0,0,0,11,1,3,0,0,0 +kruegbi01,1989,1,ML4,AL,3,2,34,5,0,0,3,281,96,40,9,33,72,0.264,3.84,3,10,0,1,403,8,43,5,1,6 +krukomi01,1989,1,SFN,NL,4,3,8,8,0,0,0,129,37,19,5,18,18,0.236,3.98,3,0,1,2,177,0,20,0,1,1 +kunkeje01,1989,1,TEX,AL,0,0,1,0,0,0,0,5,4,4,1,3,0,0.444,21.60,0,0,0,0,12,1,4,0,0,0 +lacosmi01,1989,1,SFN,NL,10,10,45,18,1,0,6,451,143,53,3,65,78,0.255,3.17,4,1,7,5,647,16,62,8,7,14 +lampde01,1989,1,BOS,AL,4,2,42,0,0,0,2,337,96,29,4,27,61,0.235,2.32,6,1,0,1,445,14,37,5,5,12 +lancale01,1989,1,CHN,NL,4,2,42,0,0,0,8,218,60,11,2,15,56,0.226,1.36,1,2,0,1,288,15,12,3,4,6 +landrbi01,1989,1,PIT,NL,2,3,56,0,0,0,26,243,60,15,2,28,51,0.205,1.67,8,2,0,0,325,40,18,3,2,6 +langsma01,1989,1,SEA,AL,4,5,10,10,2,1,0,220,60,29,3,19,60,0.221,3.56,0,1,4,2,297,0,30,0,3,6 +langsma01,1989,2,MON,NL,12,9,24,24,6,4,0,530,138,47,13,93,175,0.218,2.39,6,5,0,2,740,0,57,9,4,11 +lapoida01,1989,1,NYA,AL,6,9,20,20,0,0,0,341,146,71,12,45,51,0.311,5.62,4,1,2,2,524,0,73,2,4,12 +leachte01,1989,1,NYN,NL,0,0,10,0,0,0,0,64,19,10,1,4,2,0.244,4.22,0,0,1,0,85,4,11,0,2,2 +leachte01,1989,2,KCA,AL,5,6,30,3,0,0,0,221,78,34,4,36,34,0.278,4.15,9,1,1,1,328,6,46,6,4,6 +learyti01,1989,1,LAN,NL,6,7,19,17,2,0,0,352,107,44,9,37,59,0.247,3.38,7,4,2,0,481,0,45,4,4,14 +learyti01,1989,2,CIN,NL,2,7,14,14,0,0,0,269,98,37,8,31,64,0.278,3.71,8,6,3,0,393,0,39,3,4,6 +leffecr01,1989,1,SFN,NL,2,4,70,0,0,0,20,321,93,32,11,22,71,0.233,2.69,5,4,1,1,430,32,38,4,4,9 +leibrch01,1989,1,KCA,AL,5,11,33,27,3,1,0,483,196,92,13,54,73,0.304,5.14,4,9,2,2,712,3,98,8,4,15 +leipeda01,1989,1,SDN,NL,0,1,22,0,0,0,0,86,40,16,2,20,7,0.333,5.02,4,2,2,1,143,11,19,1,0,4 +leiteal01,1989,1,NYA,AL,1,2,4,4,0,0,0,80,23,18,1,21,22,0.235,6.08,0,1,2,1,123,0,20,1,1,2 +leiteal01,1989,2,TOR,AL,0,0,1,1,0,0,0,20,9,3,1,2,4,0.310,4.05,0,1,0,0,31,0,3,0,0,0 +lillide01,1989,1,ATL,NL,8,10,32,30,0,0,0,497,202,73,16,34,79,0.301,3.97,5,4,2,3,718,0,87,8,3,13 +longbi01,1989,1,CHA,AL,5,5,30,8,0,0,1,296,101,43,8,37,51,0.265,3.92,0,3,4,0,432,3,49,4,6,7 +lovelva01,1989,1,CAL,AL,0,0,1,0,0,0,0,3,0,0,0,1,1,0.000,0.00,1,0,0,0,4,1,0,0,0,0 +lueckri01,1989,1,KCA,AL,2,1,19,0,0,0,1,71,23,9,3,13,16,0.258,3.42,4,0,0,1,104,12,9,2,0,1 +lugour01,1989,1,MON,NL,0,0,3,0,0,0,0,12,4,3,1,0,3,0.250,6.75,0,1,0,0,16,2,3,0,0,0 +machaju01,1989,1,NYN,NL,0,1,10,0,0,0,0,33,9,4,0,3,14,0.214,3.27,0,0,0,0,45,9,4,0,0,1 +maddemo01,1989,1,PIT,NL,2,2,9,3,0,0,0,42,17,11,0,13,6,0.327,7.07,0,0,0,0,67,2,14,1,1,4 +maddugr01,1989,1,CHN,NL,19,12,35,35,7,1,0,715,222,78,13,82,135,0.249,2.95,13,5,6,3,1002,0,90,18,6,17 +maddumi01,1989,1,PHI,NL,1,3,16,4,2,1,1,131,52,25,3,14,26,0.304,5.15,3,3,2,1,191,1,29,3,1,5 +madrial01,1989,1,PHI,NL,1,2,6,3,0,0,0,74,32,15,3,14,13,0.314,5.47,4,4,1,0,118,2,16,1,0,2 +magrajo01,1989,1,SLN,NL,18,9,34,33,9,3,0,704,219,76,5,72,127,0.251,2.91,7,14,6,5,971,1,81,14,8,24 +mahleri01,1989,1,CIN,NL,9,13,40,31,5,2,0,662,242,94,15,51,102,0.282,3.83,13,4,10,4,940,1,113,15,5,14 +martide01,1989,1,MON,NL,16,7,34,33,5,2,0,696,227,82,21,49,142,0.257,3.18,4,5,7,2,950,1,88,8,2,21 +martira02,1989,1,LAN,NL,6,4,15,15,2,2,0,296,79,35,11,41,89,0.219,3.19,1,1,5,0,410,0,39,4,0,5 +masonro01,1989,1,HOU,NL,0,0,2,0,0,0,0,4,2,3,0,2,3,0.333,20.25,0,0,0,0,8,1,3,0,0,0 +mccamra01,1989,1,SFN,NL,1,1,25,0,0,0,0,110,32,16,4,23,12,0.241,3.93,2,1,1,1,159,10,22,1,1,7 +mccarto03,1989,1,CHA,AL,1,2,31,0,0,0,0,200,72,26,8,20,27,0.280,3.51,0,5,2,0,285,14,32,3,3,17 +mccaski01,1989,1,CAL,AL,15,10,32,32,6,4,0,636,202,69,16,59,107,0.254,2.93,1,7,3,2,864,0,73,3,4,32 +mcclubo01,1989,1,CAL,AL,6,1,48,0,0,0,3,157,39,9,2,15,36,0.212,1.55,1,2,1,2,205,27,14,1,4,5 +mcculla01,1989,1,NYA,AL,4,3,52,1,0,0,3,254,83,43,9,37,82,0.255,4.57,4,2,3,0,373,20,46,3,5,0 +mcdonbe01,1989,1,BAL,AL,1,0,6,0,0,0,0,22,8,7,2,4,3,0.286,8.59,0,1,0,1,33,2,7,0,1,1 +mcdowro01,1989,1,NYN,NL,1,5,25,0,0,0,4,106,34,13,1,16,15,0.254,3.31,3,3,2,1,156,15,21,3,1,4 +mcdowro01,1989,2,PHI,NL,3,3,44,0,0,0,19,170,45,7,2,22,32,0.220,1.11,5,0,1,0,231,41,15,3,0,9 +mcelrch01,1989,1,PHI,NL,0,0,11,0,0,0,0,31,12,2,1,4,8,0.286,1.74,1,0,0,0,46,4,2,0,0,1 +mcgafan01,1989,1,MON,NL,3,5,57,0,0,0,2,225,85,39,3,30,40,0.293,4.68,4,3,3,0,333,23,40,6,4,5 +mcmurcr01,1989,1,TEX,AL,0,0,19,0,0,0,0,69,29,19,3,13,14,0.312,7.43,1,1,2,1,111,4,21,1,2,1 +mcwilla01,1989,1,PHI,NL,2,11,40,16,2,1,0,362,123,55,3,49,54,0.265,4.10,4,6,4,3,531,6,67,9,4,7 +mcwilla01,1989,2,KCA,AL,2,2,8,5,1,0,0,98,31,15,2,8,24,0.254,4.13,1,2,3,0,136,0,15,2,1,3 +medvisc01,1989,1,PIT,NL,0,1,6,0,0,0,0,19,6,4,0,5,4,0.240,5.68,2,1,0,1,30,2,5,0,0,0 +merckke01,1989,1,ATL,NL,0,0,2,1,0,0,0,13,8,6,0,6,4,0.400,12.46,0,0,0,0,26,1,6,0,0,0 +meyerbr01,1989,1,HOU,NL,0,1,12,0,0,0,1,54,16,9,0,13,13,0.239,4.50,3,0,1,1,82,2,13,0,1,3 +mielkga01,1989,1,TEX,AL,1,0,43,0,0,0,1,149,52,18,4,25,26,0.280,3.26,3,1,2,0,217,8,18,3,1,6 +milacbo01,1989,1,BAL,AL,14,12,37,36,3,2,0,729,233,101,21,88,113,0.254,3.74,4,1,2,1,1022,1,105,7,6,29 +mintogr01,1989,1,CAL,AL,4,3,62,0,0,0,8,270,76,22,4,37,42,0.230,2.20,4,3,2,0,373,24,22,2,1,11 +mirabpa01,1989,1,ML4,AL,0,0,13,0,0,0,0,46,18,13,1,7,6,0.290,7.63,3,0,1,0,74,7,14,1,3,1 +mitchjo02,1989,1,NYN,NL,0,1,2,0,0,0,0,9,3,2,0,4,4,0.231,6.00,1,1,0,0,17,0,7,0,0,1 +mmahake01,1989,1,NYA,AL,0,2,4,2,0,0,0,23,13,11,2,8,3,0.406,12.91,0,0,1,0,44,1,12,0,3,0 +mohorda01,1989,1,NYA,AL,2,1,32,0,0,0,2,173,65,32,8,18,24,0.286,4.99,3,4,6,1,254,10,41,1,2,9 +monteri01,1989,1,CAL,AL,2,2,24,0,0,0,0,119,39,14,3,13,27,0.255,3.18,1,2,1,0,170,8,15,1,2,4 +montgje01,1989,1,KCA,AL,7,3,63,0,0,0,18,276,66,14,3,25,94,0.198,1.37,4,6,2,1,363,39,16,1,1,5 +mooremi01,1989,1,OAK,AL,19,11,35,35,6,3,0,725,193,70,14,83,172,0.219,2.61,1,17,2,0,976,0,82,5,6,19 +morgami01,1989,1,LAN,NL,8,11,40,19,0,0,0,458,130,43,6,33,72,0.234,2.53,8,6,2,0,604,7,51,8,6,17 +morrija02,1989,1,DET,AL,6,14,24,24,10,0,0,511,189,92,23,59,115,0.283,4.86,3,12,2,1,743,0,102,6,7,15 +mosesjo01,1989,1,MIN,AL,0,0,1,0,0,0,0,3,0,0,0,1,0,0.000,0.00,0,0,0,0,3,1,0,0,0,1 +moyerja01,1989,1,TEX,AL,4,9,15,15,1,0,0,228,84,41,10,33,44,0.283,4.86,0,1,2,0,337,0,51,1,4,10 +mulhote01,1989,1,SFN,NL,0,0,5,1,0,0,0,33,15,5,0,4,6,0.319,4.09,0,0,0,0,51,2,5,0,0,2 +mulhote01,1989,2,PHI,NL,4,7,20,17,2,1,0,313,122,58,8,32,60,0.292,5.00,3,3,4,0,462,2,61,7,1,9 +munozmi01,1989,1,LAN,NL,0,0,3,0,0,0,0,8,5,5,1,2,3,0.417,16.88,0,0,0,0,14,1,5,0,0,0 +murphda06,1989,1,SDN,NL,0,0,7,0,0,0,0,19,6,4,1,4,1,0.231,5.68,1,0,0,0,30,2,6,0,0,0 +murphro01,1989,1,BOS,AL,5,7,74,0,0,0,9,315,97,32,7,41,107,0.251,2.74,8,6,1,0,438,27,38,7,3,12 +musseje01,1989,1,TOR,AL,0,1,5,3,0,0,0,33,19,13,2,9,3,0.404,10.64,0,3,0,0,58,2,15,1,1,1 +musseje01,1989,2,NYN,NL,3,2,20,0,0,0,0,79,27,9,1,14,11,0.267,3.08,3,1,0,0,119,4,11,4,0,2 +myersra01,1989,1,NYN,NL,7,4,65,0,0,0,24,253,62,22,4,40,88,0.206,2.35,4,3,0,0,349,47,23,6,2,2 +navarja01,1989,1,ML4,AL,7,8,19,17,1,0,0,329,119,38,6,32,56,0.277,3.12,3,3,1,0,470,1,47,5,2,10 +nelsoge01,1989,1,OAK,AL,3,5,50,0,0,0,3,240,60,29,5,30,70,0.203,3.26,3,5,2,0,335,15,33,3,4,5 +nichoro02,1989,1,CLE,AL,4,6,15,11,0,0,0,215,81,35,9,24,42,0.285,4.40,0,0,2,0,315,2,42,3,2,5 +niedeto01,1989,1,SEA,AL,0,3,25,0,0,0,0,109,46,27,7,15,15,0.309,6.69,5,3,1,0,171,14,29,4,2,3 +nielssc01,1989,1,NYA,AL,1,0,2,0,0,0,0,2,2,1,0,1,0,0.500,13.50,0,0,0,0,6,0,1,1,0,0 +nolteer01,1989,1,SDN,NL,0,0,3,1,0,0,0,27,15,11,1,7,8,0.375,11.00,1,3,0,0,49,1,12,1,1,0 +nosekra01,1989,1,DET,AL,0,2,2,2,0,0,0,16,7,8,2,10,4,0.333,13.50,0,0,0,0,31,0,8,0,0,1 +nunezed01,1989,1,DET,AL,3,4,27,0,0,0,1,162,49,25,6,36,41,0.254,4.17,13,2,0,1,238,12,33,6,3,7 +nunezjo01,1989,1,TOR,AL,0,0,6,1,0,0,0,32,8,3,0,2,14,0.200,2.53,0,2,0,0,42,3,3,0,0,0 +ojedabo01,1989,1,NYN,NL,13,11,31,31,5,2,0,576,179,74,16,78,95,0.245,3.47,5,0,2,2,824,0,83,6,7,14 +olinst01,1989,1,CLE,AL,1,4,25,0,0,0,1,108,35,15,1,14,24,0.255,3.75,2,2,0,0,152,8,16,1,0,4 +olivefr01,1989,1,MIN,AL,3,4,12,8,1,0,0,167,64,28,8,15,24,0.288,4.53,0,0,1,2,239,1,28,0,1,4 +olsongr01,1989,1,BAL,AL,5,2,64,0,0,0,27,255,57,16,1,46,90,0.188,1.69,10,9,1,3,356,52,17,4,1,4 +onealra01,1989,1,PHI,NL,0,1,20,1,0,0,0,117,46,27,5,9,29,0.301,6.23,2,5,0,1,167,1,28,2,3,3 +ontivst02,1989,1,PHI,NL,2,1,6,5,0,0,0,92,34,13,2,15,12,0.288,3.82,1,2,0,0,134,0,15,1,0,5 +oroscje01,1989,1,CLE,AL,3,4,69,0,0,0,3,234,54,18,7,26,79,0.198,2.08,4,0,2,0,312,29,20,8,3,5 +ottoda01,1989,1,OAK,AL,0,0,1,1,0,0,0,20,6,2,0,2,4,0.261,2.70,0,0,0,0,26,0,2,1,0,0 +palldo01,1989,1,CHA,AL,4,5,53,0,0,0,6,261,90,32,9,19,58,0.270,3.31,3,4,8,1,370,27,35,8,2,12 +palmeda01,1989,1,DET,AL,0,3,5,5,0,0,0,52,25,15,1,11,12,0.342,7.79,0,0,0,0,85,0,19,0,1,4 +parkecl01,1989,1,NYA,AL,4,5,22,17,2,0,0,360,123,49,12,31,53,0.264,3.68,3,2,2,2,507,1,53,6,2,13 +parreje01,1989,1,PHI,NL,12,6,72,0,0,0,6,317,90,35,6,44,98,0.232,2.98,13,7,0,3,444,34,43,7,5,7 +pattebo01,1989,1,PIT,NL,4,3,12,3,0,0,1,80,23,12,3,8,20,0.235,4.05,2,0,0,0,109,2,13,1,1,2 +patteke01,1989,1,CHA,AL,6,1,50,1,0,0,0,197,64,33,11,28,43,0.257,4.52,3,3,2,1,284,18,37,1,4,6 +penaal01,1989,1,LAN,NL,4,3,53,0,0,0,5,228,62,18,6,18,75,0.220,2.13,4,1,2,1,306,28,20,3,1,4 +penara01,1989,1,DET,AL,0,0,8,0,0,0,0,54,26,12,0,8,12,0.338,6.00,3,1,2,0,88,6,13,0,1,1 +perezme01,1989,1,CHA,AL,11,14,31,31,2,0,0,550,187,102,23,90,141,0.264,5.01,3,12,3,5,810,0,106,5,4,10 +perezpa01,1989,1,MON,NL,9,13,33,28,2,0,0,595,178,73,15,45,152,0.237,3.31,13,6,4,1,811,3,85,6,4,13 +perrypa02,1989,1,CHN,NL,0,1,19,0,0,0,1,107,23,7,2,16,20,0.187,1.77,3,1,0,0,141,6,8,1,1,3 +peterad01,1989,1,CHA,AL,0,1,3,2,0,0,0,16,13,9,1,2,3,0.464,15.19,0,0,0,0,31,0,9,1,0,0 +peterje01,1989,1,ML4,AL,0,2,7,4,0,0,0,94,31,14,3,14,16,0.252,4.02,1,1,0,0,137,1,14,0,0,2 +petryda01,1989,1,CAL,AL,3,2,19,4,0,0,0,153,53,31,8,23,21,0.275,5.47,0,2,1,0,223,3,32,1,5,6 +picoje01,1989,1,CHN,NL,3,1,53,5,0,0,2,272,99,38,8,31,38,0.278,3.77,10,2,0,0,394,17,43,5,2,6 +plesada01,1989,1,ML4,AL,3,4,52,0,0,0,33,184,47,16,6,17,52,0.213,2.35,1,0,0,0,242,51,16,0,4,5 +plunker01,1989,1,OAK,AL,1,1,23,0,0,0,1,86,17,7,1,12,24,0.172,2.20,0,4,1,0,113,12,7,1,0,2 +plunker01,1989,2,NYA,AL,7,5,27,7,0,0,0,227,65,31,9,52,61,0.237,3.69,2,6,0,3,332,5,36,2,4,8 +portuma01,1989,1,HOU,NL,7,1,20,15,2,1,0,324,91,33,7,37,86,0.232,2.75,0,3,2,0,440,1,34,8,1,6 +powelde01,1989,1,SEA,AL,2,2,43,1,0,0,2,135,49,25,6,21,27,0.285,5.00,0,1,2,0,201,9,25,3,3,4 +powerte01,1989,1,SLN,NL,7,7,23,15,0,0,0,291,96,40,7,21,43,0.255,3.71,3,1,1,0,407,2,47,5,3,5 +pricejo02,1989,1,SFN,NL,1,1,7,1,0,0,0,42,16,9,3,4,10,0.314,5.79,2,1,0,1,59,3,9,3,1,3 +pricejo02,1989,2,BOS,AL,2,5,31,5,0,0,0,211,71,34,8,30,52,0.262,4.35,3,1,0,0,305,10,35,1,3,5 +puleoch01,1989,1,ATL,NL,1,1,15,1,0,0,0,87,26,15,2,16,17,0.245,4.66,1,4,0,0,128,1,15,2,4,0 +quiseda01,1989,1,SLN,NL,3,1,63,0,0,0,6,235,78,23,2,14,37,0.261,2.64,9,0,0,1,317,35,25,3,1,8 +rasmude01,1989,1,SDN,NL,10,10,33,33,1,0,0,551,190,87,18,72,87,0.270,4.26,6,4,3,2,799,0,100,9,11,19 +rawlesh01,1989,1,MIN,AL,5,12,27,25,1,0,0,435,167,84,19,60,68,0.293,5.21,1,6,0,0,638,2,89,5,4,17 +reardje01,1989,1,MIN,AL,5,4,65,0,0,0,31,219,68,33,8,12,46,0.246,4.07,3,1,3,1,297,61,33,1,5,2 +reedje01,1989,1,SEA,AL,7,7,52,1,0,0,0,305,89,36,10,43,50,0.235,3.19,10,5,1,1,432,14,44,7,2,6 +reedri01,1989,1,PIT,NL,1,4,15,7,0,0,0,164,62,34,5,11,34,0.290,5.60,3,0,2,3,232,2,35,2,3,4 +reuscri01,1989,1,SFN,NL,17,8,32,32,2,0,0,625,195,68,18,54,111,0.247,2.94,4,1,2,0,860,0,75,7,7,10 +reussje01,1989,1,CHA,AL,8,5,23,19,1,1,0,320,135,60,12,21,27,0.308,5.06,1,1,3,0,470,0,65,2,6,13 +reussje01,1989,2,ML4,AL,1,4,7,7,0,0,0,101,36,20,7,13,13,0.273,5.35,1,0,1,0,147,0,23,1,0,0 +reynocr01,1989,1,HOU,NL,0,0,1,0,0,0,0,3,3,3,0,1,0,0.500,27.00,0,0,1,0,9,0,4,0,1,0 +rhoderi01,1989,1,HOU,NL,2,6,20,17,0,0,0,290,108,46,7,41,41,0.289,4.28,8,1,3,2,432,2,49,11,3,5 +richaru01,1989,1,ATL,NL,0,0,2,2,0,0,0,28,10,5,2,6,4,0.278,4.82,0,1,1,0,43,0,5,0,0,2 +righeda01,1989,1,NYA,AL,2,6,55,0,0,0,25,207,73,23,3,26,51,0.277,3.00,6,0,1,0,300,53,32,7,2,7 +rijojo01,1989,1,CIN,NL,7,6,19,19,1,1,0,333,101,35,6,48,86,0.249,2.84,3,4,2,3,464,0,39,3,6,10 +ritzke01,1989,1,DET,AL,4,6,12,12,1,0,0,222,75,36,2,44,56,0.265,4.38,5,6,1,0,334,0,41,1,5,4 +robindo01,1989,1,SFN,NL,12,11,34,32,5,1,0,591,184,75,22,37,96,0.248,3.43,6,4,2,4,793,2,80,6,5,11 +robinje01,1989,1,PIT,NL,7,13,50,19,0,0,4,424,161,72,14,59,95,0.283,4.58,11,14,1,2,643,18,92,7,7,6 +robinje02,1989,1,DET,AL,4,5,16,16,1,1,0,234,76,41,10,46,40,0.259,4.73,1,5,1,0,347,0,47,3,3,7 +robinro01,1989,1,CIN,NL,5,3,15,15,0,0,0,250,80,31,8,28,36,0.252,3.35,2,2,2,0,353,0,36,5,1,4 +rochfmi01,1989,1,BOS,AL,0,0,4,0,0,0,0,12,4,3,1,4,1,0.267,6.75,1,2,0,0,20,4,7,0,1,0 +rodriro02,1989,1,CIN,NL,1,1,7,0,0,0,0,13,3,2,0,3,0,0.188,4.15,1,1,0,0,19,4,2,0,0,0 +roeslmi01,1989,1,CIN,NL,0,1,17,0,0,0,0,75,22,11,4,9,14,0.239,3.96,1,0,0,0,102,6,11,1,0,2 +rogerke01,1989,1,TEX,AL,3,4,73,0,0,0,2,221,60,24,2,42,63,0.232,2.93,9,6,4,0,314,24,28,6,3,6 +rosenst01,1989,1,CHA,AL,4,13,38,21,2,0,0,426,148,78,14,58,77,0.274,4.94,1,7,1,2,617,2,92,7,9,14 +ruffibr01,1989,1,PHI,NL,6,10,24,23,1,0,0,377,152,62,10,62,70,0.301,4.44,6,8,0,0,576,0,69,8,1,13 +russeje01,1989,1,TEX,AL,6,4,71,0,0,0,38,218,45,16,4,24,77,0.182,1.98,5,6,3,0,278,66,21,1,3,13 +russejo02,1989,1,ATL,NL,0,0,1,0,0,0,0,1,0,0,0,0,0,0.000,0.00,0,0,0,0,1,1,0,0,0,0 +ryanno01,1989,1,TEX,AL,16,10,32,32,6,2,0,718,162,85,17,98,301,0.187,3.20,3,19,9,1,988,0,96,9,5,4 +saberbr01,1989,1,KCA,AL,23,6,36,35,12,4,0,787,209,63,13,43,193,0.217,2.16,6,8,2,1,1021,0,74,9,6,13 +samuero01,1989,1,PIT,NL,0,0,5,0,0,0,0,11,9,4,1,4,2,0.474,9.82,0,0,0,0,23,4,4,0,0,0 +sanchal02,1989,1,TOR,AL,0,1,4,3,0,0,0,35,16,13,1,14,4,0.356,10.03,0,1,0,0,61,0,13,0,2,3 +sandesc01,1989,1,CHN,NL,11,9,37,23,2,0,0,439,155,64,16,31,86,0.274,3.94,6,1,2,3,611,2,69,8,3,9 +schatda01,1989,1,HOU,NL,4,1,36,0,0,0,1,170,64,28,2,28,46,0.287,4.45,6,7,3,1,259,7,33,5,0,4 +schilcu01,1989,1,BAL,AL,0,1,5,1,0,0,0,26,10,6,2,3,6,0.286,6.23,0,1,0,0,38,0,6,0,0,1 +schirca01,1989,1,CHN,NL,3,6,54,0,0,0,4,236,60,33,7,50,54,0.209,3.78,2,3,1,0,342,24,34,2,2,3 +schirca01,1989,2,SDN,NL,3,1,5,4,0,0,0,64,12,6,1,13,17,0.162,2.53,0,1,0,1,87,1,6,0,0,1 +schmida01,1989,1,BAL,AL,10,13,38,26,2,0,0,470,196,99,24,36,46,0.310,5.69,2,3,2,1,686,5,102,9,7,9 +schoomi01,1989,1,SEA,AL,1,7,67,0,0,0,33,231,81,24,2,19,69,0.266,2.81,3,6,2,1,329,60,27,3,1,3 +schuldo01,1989,1,NYA,AL,1,1,2,2,0,0,0,33,12,5,1,5,5,0.300,4.09,0,0,1,0,49,0,5,1,2,1 +schuldo01,1989,2,SDN,NL,2,1,7,4,0,0,0,73,38,15,6,6,15,0.352,5.55,0,1,0,0,118,2,20,2,2,3 +schwami01,1989,1,DET,AL,2,4,13,4,0,0,0,134,58,30,6,16,13,0.309,6.04,5,1,1,0,209,6,33,0,3,2 +scottmi03,1989,1,HOU,NL,20,10,33,32,9,2,0,687,180,79,23,62,172,0.212,3.10,12,7,3,0,924,1,87,7,4,10 +scuddsc01,1989,1,CIN,NL,4,9,23,17,0,0,0,301,91,50,14,61,66,0.239,4.49,11,0,1,1,451,3,54,7,2,2 +seaneru01,1989,1,CLE,AL,0,0,5,0,0,0,0,15,1,2,0,4,7,0.071,3.60,1,1,0,1,20,2,2,0,2,0 +searara01,1989,1,LAN,NL,3,4,41,0,0,0,0,107,29,14,1,18,24,0.225,3.53,6,2,0,1,152,17,15,2,3,0 +searcst01,1989,1,DET,AL,1,1,8,2,0,0,0,67,27,15,3,12,11,0.307,6.04,1,0,0,0,100,3,16,0,0,6 +sebrabo01,1989,1,PHI,NL,2,3,6,5,0,0,0,103,41,17,6,10,21,0.295,4.46,2,1,4,0,157,0,20,3,1,1 +sebrabo01,1989,2,CIN,NL,0,0,15,0,0,0,1,63,24,15,2,18,14,0.296,6.43,1,1,3,1,106,4,16,2,2,1 +segurjo01,1989,1,CHA,AL,0,1,7,0,0,0,0,18,13,10,2,3,4,0.464,15.00,1,0,0,0,34,2,11,2,1,0 +shielst01,1989,1,MIN,AL,0,1,11,0,0,0,0,52,28,15,3,6,12,0.354,7.79,1,2,0,0,86,2,18,1,0,2 +shower01,1989,1,SDN,NL,8,6,16,16,1,0,0,319,113,50,9,39,66,0.274,4.23,3,2,2,2,464,0,59,6,5,6 +skalsjo01,1989,1,CLE,AL,0,2,2,1,0,0,0,20,7,5,0,4,3,0.259,6.75,0,0,2,0,33,0,6,0,0,0 +smilejo01,1989,1,PIT,NL,12,8,28,28,8,1,0,616,174,64,22,49,123,0.226,2.81,5,5,4,2,835,0,78,5,7,12 +smithbr01,1989,1,MON,NL,10,11,33,32,3,1,0,647,177,68,16,54,129,0.223,2.84,4,3,4,1,864,0,76,7,5,20 +smithda02,1989,1,HOU,NL,3,4,52,0,0,0,25,174,49,17,1,19,31,0.233,2.64,7,2,1,2,239,44,20,8,1,5 +smithle02,1989,1,BOS,AL,6,1,64,0,0,0,25,212,53,28,6,33,96,0.209,3.57,6,1,0,0,290,50,30,2,2,6 +smithmi03,1989,1,BOS,AL,7,14,40,19,1,1,2,431,170,79,21,35,61,0.297,4.95,5,0,10,0,632,12,84,5,9,9 +smithmi04,1989,1,PIT,NL,0,1,16,0,0,0,0,72,28,10,1,10,12,0.301,3.75,1,1,0,0,107,8,12,2,2,4 +smithmi05,1989,1,BAL,AL,2,0,13,1,0,0,0,60,25,17,3,14,12,0.313,7.65,2,2,0,0,97,3,19,2,1,3 +smithpe02,1989,1,ATL,NL,5,14,28,27,1,0,0,426,144,75,13,57,115,0.263,4.75,2,3,0,7,613,0,83,4,5,11 +smithro01,1989,1,MIN,AL,10,6,32,26,2,0,1,517,180,75,22,51,92,0.269,3.92,5,5,5,1,733,1,82,5,3,10 +smithza01,1989,1,ATL,NL,1,12,17,17,0,0,0,297,102,49,5,33,58,0.267,4.45,3,3,2,0,432,0,65,10,5,11 +smithza01,1989,2,MON,NL,0,1,31,0,0,0,2,144,39,8,2,19,35,0.220,1.50,4,1,1,0,202,10,11,5,0,2 +smoltjo01,1989,1,ATL,NL,12,11,29,29,5,0,0,624,160,68,15,72,168,0.212,2.94,2,8,2,3,847,0,79,10,7,13 +snydebr01,1989,1,OAK,AL,0,0,2,0,0,0,0,2,2,2,1,2,1,0.500,27.00,0,0,0,0,6,1,2,0,0,0 +solanju01,1989,1,SEA,AL,0,0,7,0,0,0,0,29,6,6,1,4,6,0.176,5.59,0,1,1,0,39,5,8,0,0,0 +stanlbo01,1989,1,BOS,AL,5,2,43,0,0,0,4,238,102,43,4,26,32,0.321,4.88,2,1,1,0,356,22,54,4,7,13 +stantmi02,1989,1,ATL,NL,0,1,20,0,0,0,7,72,17,4,0,8,27,0.207,1.50,1,1,0,0,94,10,4,4,0,3 +stclara01,1989,1,MIN,AL,1,0,14,0,0,0,1,67,19,13,4,10,14,0.226,5.24,2,1,2,0,98,8,13,1,1,2 +stewada01,1989,1,OAK,AL,21,9,36,36,8,0,0,773,260,95,23,69,155,0.264,3.32,0,13,6,0,1081,0,105,9,10,19 +stiebda01,1989,1,TOR,AL,17,8,33,33,3,2,0,620,164,77,12,76,101,0.219,3.35,2,3,13,1,850,0,83,10,3,18 +stoddti01,1989,1,CLE,AL,0,0,14,0,0,0,0,64,25,7,1,7,12,0.313,2.95,1,0,0,0,91,7,7,1,3,4 +stottto01,1989,1,TOR,AL,7,7,27,18,0,0,0,383,137,55,11,44,63,0.282,3.88,4,4,5,1,545,4,56,3,7,11 +sutclri01,1989,1,CHN,NL,16,11,35,34,5,1,0,687,202,93,18,69,153,0.240,3.66,8,12,2,6,938,0,98,15,10,12 +swanru01,1989,1,SFN,NL,0,2,2,2,0,0,0,20,11,8,4,4,2,0.393,10.80,0,0,0,0,34,0,10,2,0,1 +swiftbi02,1989,1,SEA,AL,7,3,37,16,0,0,1,390,140,64,7,38,45,0.278,4.43,4,4,2,1,551,7,72,4,3,26 +swindgr01,1989,1,CLE,AL,13,6,28,28,5,2,0,553,170,69,16,51,129,0.246,3.37,1,3,0,1,749,0,71,4,4,10 +tananfr01,1989,1,DET,AL,10,14,33,33,6,1,0,671,227,89,21,74,147,0.265,3.58,8,8,8,0,955,0,105,7,10,20 +tapanke01,1989,1,NYN,NL,0,0,3,0,0,0,0,22,5,3,1,4,2,0.192,3.68,0,0,0,1,31,1,3,0,1,0 +tapanke01,1989,2,MIN,AL,2,2,5,5,0,0,0,98,34,14,2,8,21,0.266,3.86,1,0,0,0,138,0,15,1,1,3 +tatest01,1989,1,SFN,NL,0,0,2,0,0,0,0,8,3,1,0,0,4,0.250,3.38,0,1,0,0,12,0,3,0,0,0 +taylodo01,1989,1,PIT,NL,1,1,9,0,0,0,0,32,14,6,0,5,3,0.333,5.06,2,0,0,0,47,5,6,0,0,2 +tekulke01,1989,1,CIN,NL,0,3,37,0,0,0,1,156,56,29,5,23,31,0.272,5.02,8,1,0,1,235,20,35,4,2,4 +terrewa01,1989,1,SDN,NL,5,13,19,19,4,1,0,370,134,55,14,26,63,0.277,4.01,1,4,0,0,520,0,65,8,2,12 +terrewa01,1989,2,NYA,AL,6,5,13,13,1,1,0,249,102,48,9,24,30,0.307,5.20,0,2,2,0,362,0,52,2,2,14 +terrysc01,1989,1,SLN,NL,8,10,31,24,1,0,2,446,142,59,14,43,69,0.253,3.57,6,2,3,2,619,5,65,8,4,9 +tewksbo01,1989,1,SLN,NL,1,0,7,4,1,1,0,90,25,11,2,10,17,0.225,3.30,3,0,2,0,125,2,12,1,1,3 +thigpbo01,1989,1,CHA,AL,2,6,61,0,0,0,34,237,62,33,10,40,47,0.218,3.76,3,2,1,1,336,56,34,5,5,4 +thompri01,1989,1,MON,NL,0,2,19,1,0,0,0,99,27,8,2,11,15,0.241,2.18,2,0,2,1,129,9,11,2,2,6 +thurmma01,1989,1,BAL,AL,2,4,49,2,0,0,4,270,102,39,6,17,34,0.288,3.90,2,1,1,0,375,12,43,2,1,16 +tibbsja01,1989,1,BAL,AL,5,0,10,8,1,0,0,163,62,17,2,20,30,0.287,2.82,0,3,0,1,238,0,17,0,2,4 +tolivfr01,1989,1,MIN,AL,1,3,7,5,0,0,0,87,39,25,2,15,11,0.317,7.76,0,0,1,0,140,0,26,1,0,3 +tolivfr01,1989,2,SDN,NL,0,0,9,0,0,0,0,42,17,11,5,9,14,0.321,7.07,0,0,1,0,65,3,14,1,1,3 +troutst01,1989,1,SEA,AL,4,3,19,3,0,0,0,90,43,22,3,17,17,0.333,6.60,2,0,0,0,148,1,27,1,1,4 +trujimi01,1989,1,DET,AL,1,2,8,4,1,0,0,77,35,17,3,13,13,0.333,5.96,0,1,0,0,122,3,17,1,3,2 +tudorjo01,1989,1,LAN,NL,0,0,6,3,0,0,0,43,17,5,1,6,9,0.309,3.14,0,0,0,0,62,1,5,1,0,4 +tunnele01,1989,1,MIN,AL,1,0,10,0,0,0,0,36,18,8,1,6,7,0.340,6.00,1,0,0,0,59,4,8,0,0,1 +valdese01,1989,1,ATL,NL,1,2,19,1,0,0,0,98,31,22,5,17,26,0.246,6.06,3,2,0,0,145,8,24,2,0,3 +valenfe01,1989,1,LAN,NL,10,13,31,31,3,0,0,590,185,75,11,98,116,0.251,3.43,6,6,2,4,852,0,89,7,7,9 +veresra01,1989,1,ML4,AL,0,1,3,1,0,0,0,25,9,4,0,4,8,0.290,4.32,0,0,0,0,36,1,5,0,1,2 +violafr01,1989,1,MIN,AL,8,12,24,24,7,1,0,527,171,74,17,47,138,0.256,3.79,1,5,3,1,731,0,80,9,4,10 +violafr01,1989,2,NYN,NL,5,5,12,12,2,1,0,256,75,32,5,27,73,0.236,3.38,3,3,1,0,351,0,35,3,2,6 +walkbo01,1989,1,PIT,NL,13,10,33,31,2,0,0,588,208,96,15,65,83,0.271,4.41,1,7,4,4,843,1,106,4,2,12 +wallati01,1989,1,MON,NL,0,0,1,0,0,0,0,3,2,1,0,0,0,0.500,9.00,0,0,0,1,4,1,1,0,0,1 +warddu01,1989,1,TOR,AL,4,10,66,0,0,0,15,344,94,48,4,58,122,0.230,3.77,11,13,5,0,494,39,55,12,11,9 +waynega01,1989,1,MIN,AL,3,4,60,0,0,0,1,213,55,26,4,36,41,0.212,3.30,4,7,1,0,302,21,28,4,2,8 +wegmabi01,1989,1,ML4,AL,2,6,11,8,0,0,0,153,69,38,6,21,27,0.321,6.71,2,2,0,0,240,1,44,0,4,3 +welchbo01,1989,1,OAK,AL,17,8,33,33,1,0,0,629,191,70,13,78,137,0.241,3.00,3,5,6,0,884,0,82,3,4,17 +wellsda01,1989,1,TOR,AL,7,4,54,0,0,0,2,259,66,23,5,28,78,0.207,2.40,7,6,0,3,352,19,25,3,2,6 +westda01,1989,1,NYN,NL,0,2,11,2,0,0,0,73,25,20,4,14,19,0.260,7.40,2,1,1,0,112,0,20,0,1,2 +westda01,1989,2,MIN,AL,3,2,10,5,0,0,0,118,48,28,5,19,31,0.306,6.41,1,1,2,0,182,4,29,2,2,4 +westomi01,1989,1,BAL,AL,1,0,7,0,0,0,1,39,18,8,1,2,7,0.346,5.54,0,0,1,0,55,2,8,0,0,5 +wettejo01,1989,1,LAN,NL,5,8,31,12,0,0,1,308,81,43,8,34,96,0.218,3.77,4,16,0,1,411,7,46,4,2,9 +whitewa02,1989,1,NYN,NL,0,1,9,1,0,0,0,42,17,7,2,5,9,0.293,4.50,0,1,0,0,64,4,7,0,1,0 +whitsed01,1989,1,SDN,NL,16,11,33,33,5,1,0,681,198,67,22,48,117,0.235,2.66,6,2,5,3,914,0,77,12,8,16 +wickake01,1989,1,CLE,AL,0,0,2,0,0,0,0,8,6,1,0,2,0,0.462,3.38,1,0,0,0,15,1,1,0,0,1 +wilkide01,1989,1,CHN,NL,1,0,11,0,0,0,0,47,13,8,2,9,14,0.228,4.60,2,0,0,0,67,1,9,1,0,1 +willifr01,1989,1,DET,AL,3,3,42,0,0,0,1,215,70,29,5,46,33,0.254,3.64,10,2,3,0,330,16,37,1,4,6 +willima05,1989,1,BAL,AL,10,5,65,0,0,0,9,322,105,35,4,30,55,0.261,2.93,9,0,2,0,445,38,35,7,3,12 +willimi02,1989,1,CHN,NL,4,4,76,0,0,0,36,245,71,25,6,52,67,0.238,2.76,4,6,8,4,365,61,27,2,5,3 +willsfr01,1989,1,TOR,AL,3,1,24,4,0,0,0,214,65,29,4,30,41,0.242,3.66,2,4,1,0,302,6,31,1,1,2 +wilmepa01,1989,1,TEX,AL,0,0,3,0,0,0,0,7,5,4,0,2,1,0.417,15.43,1,0,0,0,14,2,4,0,0,0 +wilsost01,1989,1,CHN,NL,6,4,53,8,0,0,2,257,83,40,6,31,65,0.257,4.20,5,0,1,1,364,9,43,5,4,3 +wilsotr01,1989,1,SFN,NL,2,3,14,4,0,0,0,118,28,19,2,24,22,0.207,4.35,0,0,4,1,167,2,20,3,1,6 +wittbo01,1989,1,TEX,AL,12,13,31,31,5,1,0,583,182,111,14,114,166,0.248,5.14,3,7,2,4,869,0,123,11,8,13 +wittmi01,1989,1,CAL,AL,9,15,33,33,5,0,0,660,252,111,26,48,123,0.292,4.54,1,7,2,0,937,0,119,10,13,17 +wojnaed01,1989,1,CLE,AL,0,1,9,3,0,0,0,99,31,15,0,14,10,0.254,4.09,1,1,0,1,139,1,17,2,1,3 +worreto01,1989,1,SLN,NL,3,5,47,0,0,0,20,155,42,17,4,26,41,0.222,2.96,13,3,0,3,219,39,21,3,1,3 +yettri01,1989,1,CLE,AL,5,6,32,12,1,0,0,297,111,55,10,47,47,0.283,5.00,1,7,2,0,446,5,56,2,3,5 +youmafl01,1989,1,PHI,NL,1,5,10,10,0,0,0,128,50,27,7,25,20,0.299,5.70,3,2,2,2,200,0,31,3,3,3 +youngcu01,1989,1,OAK,AL,5,9,25,20,1,0,0,333,117,46,10,47,55,0.264,3.73,2,4,3,4,495,2,56,1,0,11 +youngma01,1989,1,OAK,AL,1,4,26,4,0,0,0,112,42,28,2,31,27,0.286,6.75,2,5,0,0,183,1,31,4,1,3 +zavarcl01,1989,1,SEA,AL,1,6,10,10,0,0,0,156,49,30,4,30,31,0.253,5.19,1,1,2,0,231,0,33,4,1,5 +aasedo01,1990,1,LAN,NL,3,1,32,0,0,0,3,114,33,21,5,19,24,0.232,4.97,4,3,0,0,163,13,24,2,0,2 +abbotji01,1990,1,CAL,AL,10,14,33,33,4,1,0,635,246,106,16,72,105,0.295,4.51,6,4,5,3,925,0,116,9,6,27 +abbotpa01,1990,1,MIN,AL,0,5,7,7,0,0,0,104,37,23,0,28,25,0.282,5.97,0,1,1,0,162,0,24,1,1,4 +ackerji01,1990,1,TOR,AL,4,4,59,0,0,0,1,275,103,39,9,30,54,0.281,3.83,5,4,3,1,403,19,49,3,1,6 +adkinst01,1990,1,NYA,AL,1,2,5,5,0,0,0,72,19,17,4,29,14,0.226,6.38,0,2,0,0,115,0,18,1,1,3 +agostju01,1990,1,HOU,NL,9,8,82,0,0,0,4,277,91,44,4,39,50,0.261,4.29,8,1,7,0,404,29,46,7,2,5 +aguilri01,1990,1,MIN,AL,5,3,56,0,0,0,32,196,55,20,5,19,61,0.224,2.76,6,3,4,0,268,54,27,0,0,8 +akerfda01,1990,1,PHI,NL,5,2,71,0,0,0,3,279,65,39,10,54,42,0.201,3.77,8,7,3,1,395,18,45,9,5,8 +aldresc01,1990,1,DET,AL,1,2,4,3,0,0,0,43,13,6,0,10,7,0.265,3.77,1,0,1,0,63,0,6,2,1,4 +aldrija01,1990,1,BAL,AL,1,2,7,0,0,0,1,36,17,11,1,7,5,0.327,8.25,3,0,0,1,61,2,13,2,0,3 +alexage01,1990,1,TEX,AL,0,0,3,2,0,0,0,21,14,6,0,5,8,0.438,7.71,0,0,1,0,39,1,6,0,1,1 +anderal02,1990,1,MIN,AL,7,18,31,31,5,1,0,566,214,95,20,39,82,0.289,4.53,1,4,5,3,797,0,106,4,8,19 +anderla02,1990,1,HOU,NL,5,2,50,0,0,0,6,221,61,16,2,24,68,0.229,1.95,5,2,1,0,301,20,19,5,5,5 +anderla02,1990,2,BOS,AL,0,0,15,0,0,0,1,66,18,3,0,3,25,0.220,1.23,0,2,1,0,86,4,3,0,0,1 +andersc01,1990,1,MON,NL,0,1,4,3,0,0,0,54,12,6,1,5,16,0.188,3.00,0,0,0,0,71,1,6,1,1,0 +appieke01,1990,1,KCA,AL,12,8,32,24,3,3,0,557,179,57,13,54,127,0.252,2.76,2,6,6,1,784,1,67,5,9,21 +aquinlu01,1990,1,KCA,AL,4,1,20,3,1,0,0,205,59,24,6,27,28,0.237,3.16,6,3,4,1,287,3,25,5,2,11 +armstja01,1990,1,CIN,NL,12,9,29,27,2,1,0,498,151,63,9,59,110,0.242,3.42,7,7,6,5,704,1,72,8,5,9 +arnsbbr01,1990,1,TEX,AL,6,1,53,0,0,0,5,188,56,15,4,33,44,0.235,2.15,1,8,2,0,277,20,20,2,2,3 +assenpa01,1990,1,CHN,NL,7,2,74,1,0,0,10,309,90,32,10,36,95,0.239,2.80,8,2,1,0,426,21,33,10,3,9 +augusdo01,1990,1,ML4,AL,0,3,5,0,0,0,0,33,13,8,0,5,2,0.295,6.55,0,2,0,0,51,1,10,2,0,1 +averyst01,1990,1,ATL,NL,3,11,21,20,1,1,0,297,121,62,7,45,75,0.302,5.64,2,5,2,1,466,1,79,14,4,5 +bailesc01,1990,1,CAL,AL,2,0,27,0,0,0,0,106,46,25,8,20,16,0.315,6.37,0,0,1,0,173,6,30,1,5,2 +bairdo01,1990,1,PIT,NL,0,0,22,0,0,0,0,73,30,13,3,11,19,0.306,4.81,1,3,0,1,112,5,15,3,0,2 +ballaje01,1990,1,BAL,AL,2,11,44,17,0,0,0,400,152,73,22,42,50,0.290,4.93,6,2,3,1,578,6,79,5,2,15 +balleja01,1990,1,KCA,AL,0,1,3,0,0,0,0,7,4,4,1,2,1,0.364,15.43,1,1,1,0,14,2,4,0,0,0 +bankhsc01,1990,1,SEA,AL,0,2,4,4,0,0,0,39,18,16,2,7,10,0.333,11.08,0,1,0,0,63,0,16,0,2,0 +barfijo01,1990,1,TEX,AL,4,3,33,0,0,0,1,133,42,23,2,13,17,0.268,4.67,3,1,1,1,178,10,25,3,4,6 +barnebr01,1990,1,MON,NL,1,1,4,4,1,0,0,84,25,9,2,7,23,0.236,2.89,0,2,0,0,115,0,10,2,0,2 +bautijo01,1990,1,BAL,AL,1,0,22,0,0,0,0,80,28,12,4,7,15,0.272,4.05,3,2,0,0,112,9,15,1,1,2 +bearske01,1990,1,CLE,AL,0,2,3,3,0,0,0,23,16,11,2,5,2,0.421,12.91,0,0,2,0,45,0,11,0,0,0 +bedrost01,1990,1,SFN,NL,9,9,68,0,0,0,17,238,72,37,6,44,43,0.241,4.20,9,3,2,0,349,53,40,3,1,9 +belchti01,1990,1,LAN,NL,9,9,24,24,5,2,0,459,136,68,17,48,102,0.240,4.00,0,6,2,1,627,0,76,5,6,11 +belinst01,1990,1,PIT,NL,3,4,55,0,0,0,8,175,48,23,4,29,55,0.227,3.55,3,1,1,0,245,17,23,2,2,5 +benesan01,1990,1,SDN,NL,10,11,32,31,2,0,0,577,177,77,18,69,140,0.242,3.60,5,2,1,5,811,1,87,5,6,14 +berenju01,1990,1,MIN,AL,8,5,51,0,0,0,0,301,85,38,9,58,77,0.232,3.41,4,5,2,0,434,13,43,5,2,8 +bielemi01,1990,1,CHN,NL,8,11,36,29,0,0,1,504,188,92,13,70,103,0.287,4.93,11,11,5,0,749,6,101,16,4,11 +birtsti01,1990,1,CIN,NL,1,3,29,0,0,0,0,154,69,22,7,24,41,0.325,3.86,6,4,1,0,239,8,24,1,1,1 +bitkejo01,1990,1,OAK,AL,0,0,1,0,0,0,0,9,1,0,0,1,2,0.111,0.00,0,0,0,0,10,1,0,0,0,1 +bitkejo01,1990,2,TEX,AL,0,0,5,0,0,0,0,27,7,3,0,3,6,0.212,3.00,0,0,1,0,38,4,3,0,1,1 +blackbu02,1990,1,CLE,AL,11,10,29,29,5,2,0,573,171,75,17,58,103,0.236,3.53,1,6,4,1,796,0,79,4,5,9 +blackbu02,1990,2,TOR,AL,2,1,3,2,0,0,0,47,10,7,2,3,3,0.189,4.02,0,0,1,0,61,1,7,2,2,0 +blairwi01,1990,1,TOR,AL,3,5,27,6,0,0,0,206,66,31,4,28,43,0.250,4.06,4,3,1,0,297,8,33,0,4,2 +blankke01,1990,1,CHN,NL,0,2,3,2,0,0,0,37,13,8,1,6,5,0.265,5.84,0,1,0,0,57,0,10,0,2,0 +blylebe01,1990,1,CAL,AL,8,7,23,23,2,0,0,402,163,78,15,25,69,0.303,5.24,0,6,7,0,578,0,85,2,6,10 +boddimi01,1990,1,BOS,AL,17,8,34,34,4,0,0,684,225,85,16,69,143,0.258,3.36,6,10,10,0,956,0,92,3,1,21 +boevejo01,1990,1,ATL,NL,1,3,33,0,0,0,8,127,40,22,6,35,35,0.252,4.68,10,2,0,0,198,21,23,2,2,2 +boevejo01,1990,2,PHI,NL,2,3,34,0,0,0,6,138,37,11,0,16,40,0.215,2.15,2,1,0,2,190,13,12,2,0,2 +bohanbr01,1990,1,TEX,AL,0,3,11,6,0,0,0,102,40,25,6,18,15,0.299,6.62,0,1,2,0,158,1,30,0,3,7 +boltoto01,1990,1,BOS,AL,10,5,21,16,3,0,0,359,111,45,6,47,65,0.251,3.38,3,1,3,1,501,2,46,3,5,16 +bookegr01,1990,1,SFN,NL,0,0,2,0,0,0,0,6,7,3,0,0,1,0.538,13.50,0,0,0,1,13,1,3,0,0,0 +booneda02,1990,1,BAL,AL,0,0,4,1,0,0,0,29,12,3,1,3,2,0.308,2.79,0,1,1,0,43,0,3,0,0,1 +bosioch01,1990,1,ML4,AL,4,9,20,20,4,1,0,398,131,59,15,38,76,0.258,4.00,1,7,3,0,557,0,67,4,4,10 +boskish01,1990,1,CHN,NL,5,6,15,15,1,0,0,293,99,40,8,31,49,0.265,3.69,3,3,1,2,415,0,42,8,2,7 +boydoi01,1990,1,MON,NL,10,6,31,31,3,3,0,572,164,62,19,52,113,0.234,2.93,10,3,3,3,774,0,64,12,4,9 +brantje01,1990,1,SFN,NL,5,3,55,0,0,0,19,260,77,15,3,33,61,0.240,1.56,6,0,3,3,361,32,18,2,2,8 +brownke01,1990,1,TEX,AL,12,10,26,26,6,2,0,540,175,72,13,60,88,0.255,3.60,3,9,3,2,757,0,84,2,7,24 +brownke02,1990,1,CIN,NL,0,0,8,0,0,0,0,34,12,6,2,3,8,0.286,4.76,0,0,0,0,46,2,6,1,0,2 +brownke03,1990,1,NYN,NL,0,0,2,0,0,0,0,6,2,0,0,1,0,0.250,0.00,0,0,0,0,9,1,0,0,0,0 +brownke03,1990,2,ML4,AL,1,1,5,3,0,0,0,63,14,6,1,7,12,0.182,2.57,1,2,1,0,87,1,7,1,1,0 +brownto05,1990,1,CIN,NL,15,9,35,35,2,1,0,683,235,96,24,52,99,0.266,3.80,13,5,5,1,957,0,98,13,5,6 +burbada01,1990,1,SEA,AL,0,0,6,0,0,0,0,24,8,4,0,2,4,0.267,4.50,0,0,1,0,35,2,6,2,0,1 +burkejo03,1990,1,SFN,NL,14,7,33,32,2,0,1,612,201,86,18,61,118,0.257,3.79,7,3,4,3,857,1,92,6,5,14 +burketi01,1990,1,MON,NL,3,3,58,0,0,0,20,225,71,21,6,21,47,0.247,2.52,6,1,2,1,316,35,29,3,3,7 +burnsto02,1990,1,OAK,AL,3,3,43,2,0,0,3,236,78,26,8,32,43,0.263,2.97,4,5,0,0,337,9,28,5,3,9 +cadargr01,1990,1,NYA,AL,5,4,54,6,0,0,3,364,120,56,8,64,80,0.268,4.15,5,14,1,0,525,9,62,9,4,10 +camacer01,1990,1,SFN,NL,0,0,8,0,0,0,0,30,10,4,1,3,8,0.256,3.60,0,1,0,0,42,3,4,0,0,1 +camacer01,1990,2,SLN,NL,0,0,6,0,0,0,0,17,7,5,2,6,7,0.318,7.94,1,1,0,0,30,3,6,0,2,1 +campbji03,1990,1,KCA,AL,1,0,2,2,0,0,0,29,15,9,1,1,2,0.349,8.38,0,0,0,0,44,0,9,0,0,2 +candejo01,1990,1,MIN,AL,7,3,34,1,0,0,4,175,55,22,9,9,44,0.244,3.39,2,3,0,0,239,10,23,2,3,2 +candejo01,1990,2,TOR,AL,0,3,13,2,0,0,1,64,32,13,2,11,19,0.356,5.48,3,2,2,0,106,5,13,0,3,2 +candito01,1990,1,CLE,AL,15,11,31,29,3,1,0,606,207,82,23,55,128,0.263,3.65,1,9,6,3,856,1,92,4,3,17 +capelmi01,1990,1,ML4,AL,0,0,2,0,0,0,0,1,6,5,0,1,1,0.857,135.00,0,0,1,0,9,0,6,0,0,0 +carmado01,1990,1,PHI,NL,6,2,59,1,0,0,1,260,69,40,13,38,58,0.218,4.15,7,6,4,1,368,11,43,6,4,6 +carpecr01,1990,1,SLN,NL,0,0,4,0,0,0,0,24,5,4,2,2,6,0.167,4.50,1,0,0,0,32,1,4,0,0,0 +carych01,1990,1,NYA,AL,6,12,28,27,2,0,0,470,155,73,21,55,134,0.260,4.19,1,11,1,2,661,1,77,3,5,7 +casiala01,1990,1,MIN,AL,2,1,5,3,0,0,0,67,26,8,2,4,11,0.306,3.22,0,0,0,0,90,1,9,0,1,6 +castito02,1990,1,ATL,NL,5,1,52,3,0,0,1,230,93,36,5,20,64,0.302,4.23,3,2,1,2,337,7,41,4,4,6 +cerutjo01,1990,1,TOR,AL,9,9,30,23,0,0,0,420,162,74,23,49,49,0.297,4.76,3,4,4,1,609,1,77,5,5,21 +charlno01,1990,1,CIN,NL,12,9,56,16,1,1,2,463,131,47,10,70,117,0.231,2.74,4,9,4,1,650,13,53,7,2,19 +chiamsc01,1990,1,TEX,AL,1,2,6,6,0,0,0,113,36,11,1,12,19,0.250,2.63,0,5,2,0,160,0,14,1,1,3 +chitrst01,1990,1,OAK,AL,1,0,8,0,0,0,0,53,7,2,0,4,19,0.117,1.02,0,2,0,0,64,4,2,0,0,0 +clancji01,1990,1,HOU,NL,2,8,33,10,0,0,1,228,100,55,4,33,44,0.322,6.51,9,3,3,0,352,8,58,1,4,4 +clarkbr01,1990,1,SEA,AL,2,0,12,0,0,0,0,33,9,4,0,10,3,0.237,3.27,0,1,0,0,48,2,4,0,0,1 +clarkst02,1990,1,SLN,NL,0,0,2,0,0,0,0,10,2,1,0,0,3,0.167,2.70,0,0,0,0,12,2,1,0,0,0 +clarkte01,1990,1,HOU,NL,0,0,1,1,0,0,0,12,9,6,0,3,2,0.429,13.50,0,0,0,0,25,0,7,1,0,0 +claryma01,1990,1,ATL,NL,1,10,33,14,0,0,0,305,128,64,9,39,44,0.308,5.67,4,5,1,1,466,5,72,5,5,8 +clearma01,1990,1,CAL,AL,0,0,4,0,0,0,0,23,5,5,0,9,6,0.200,5.87,0,1,2,0,38,1,7,0,2,1 +clemepa01,1990,1,SDN,NL,0,0,9,0,0,0,0,39,20,6,1,7,6,0.357,4.15,1,1,0,0,63,3,9,0,0,2 +clemero02,1990,1,BOS,AL,21,6,31,31,7,4,0,685,193,49,7,54,209,0.228,1.93,3,8,7,0,920,0,59,7,5,11 +codirch01,1990,1,KCA,AL,0,1,6,2,0,0,0,31,13,11,1,17,8,0.325,9.58,1,2,4,0,61,1,11,0,0,3 +coffmke01,1990,1,CHN,NL,0,2,8,2,0,0,0,55,26,23,0,19,9,0.338,11.29,0,4,0,0,100,0,24,2,1,2 +combspa01,1990,1,PHI,NL,10,10,32,31,3,2,0,550,179,83,12,86,108,0.257,4.07,7,9,4,1,800,0,90,7,7,14 +comstke01,1990,1,SEA,AL,7,4,60,0,0,0,2,168,40,18,4,26,50,0.206,2.89,5,2,0,1,228,19,22,5,3,3 +coneda01,1990,1,NYN,NL,14,10,31,30,6,2,0,635,177,76,21,65,233,0.226,3.23,1,10,1,4,860,1,84,4,6,9 +cookde01,1990,1,PHI,NL,8,3,42,13,2,1,1,425,132,56,13,54,58,0.250,3.56,9,6,2,3,594,4,61,5,5,10 +cookde01,1990,2,LAN,NL,1,1,5,3,0,0,0,43,23,12,7,2,6,0.365,7.53,0,0,0,0,69,0,13,2,2,0 +corbesh01,1990,1,CAL,AL,0,0,4,0,0,0,0,15,8,5,0,3,2,0.364,9.00,0,0,0,0,26,2,5,0,1,1 +costejo01,1990,1,SLN,NL,0,0,4,0,0,0,0,13,7,3,1,1,1,0.368,6.23,1,0,1,0,21,3,3,0,0,0 +costejo01,1990,2,MON,NL,0,0,4,0,0,0,0,19,5,4,2,1,1,0.208,5.68,0,0,0,1,26,1,5,0,1,0 +crawfst01,1990,1,KCA,AL,5,4,46,0,0,0,1,240,79,37,7,23,54,0.254,4.16,3,1,3,0,341,14,38,2,2,4 +crewsti01,1990,1,LAN,NL,4,5,66,2,0,0,5,322,98,33,9,24,76,0.238,2.77,6,2,1,0,440,18,40,1,3,6 +crimch01,1990,1,ML4,AL,3,5,67,0,0,0,11,257,88,33,7,23,39,0.261,3.47,4,0,2,1,367,25,39,1,4,7 +cummist01,1990,1,TOR,AL,0,0,6,2,0,0,0,37,22,7,4,5,4,0.431,5.11,0,0,1,0,58,2,7,1,0,3 +darliro01,1990,1,NYN,NL,7,9,33,18,1,0,0,378,135,63,20,44,99,0.273,4.50,4,5,5,1,554,3,73,7,3,3 +darwida01,1990,1,HOU,NL,11,4,48,17,3,0,2,488,136,40,11,31,109,0.225,2.21,4,0,4,2,646,14,42,4,2,8 +dascedo01,1990,1,CHN,NL,0,0,1,0,0,0,0,3,1,0,0,0,0,0.333,0.00,0,0,0,0,3,1,0,0,0,1 +davisjo04,1990,1,SDN,NL,0,1,6,0,0,0,0,28,9,6,1,4,7,0.257,5.79,0,0,0,0,39,5,7,0,0,2 +davisma01,1990,1,KCA,AL,2,7,53,3,0,0,6,206,71,39,9,52,73,0.259,5.11,3,6,4,0,334,28,43,2,2,5 +davisst02,1990,1,KCA,AL,7,10,21,20,0,0,0,336,129,59,9,35,62,0.281,4.74,1,8,0,1,498,0,66,1,3,9 +dayleke01,1990,1,SLN,NL,4,4,58,0,0,0,2,220,63,29,5,30,51,0.233,3.56,7,6,0,0,307,17,32,2,5,5 +dejesjo01,1990,1,PHI,NL,7,8,22,22,3,1,0,390,97,54,10,73,87,0.211,3.74,3,4,2,0,544,0,63,8,0,14 +deleojo01,1990,1,SLN,NL,7,19,32,32,0,0,0,548,168,90,15,86,164,0.246,4.43,9,5,5,0,793,0,96,11,8,8 +delucri01,1990,1,SEA,AL,1,2,5,5,1,0,0,108,30,8,2,9,20,0.226,2.00,0,0,0,0,144,0,9,2,0,2 +deshaji01,1990,1,HOU,NL,7,12,34,34,2,0,0,628,186,88,21,84,119,0.245,3.78,9,3,8,3,881,0,93,17,12,8 +deweyma01,1990,1,SFN,NL,1,1,14,0,0,0,0,68,22,7,1,5,11,0.259,2.78,1,0,0,1,92,5,7,2,0,1 +dibblro01,1990,1,CIN,NL,8,3,68,0,0,0,11,294,62,19,3,34,136,0.183,1.74,3,3,1,1,384,29,22,4,6,8 +dicksla01,1990,1,CHN,NL,0,3,3,3,0,0,0,41,20,11,2,4,4,0.370,7.24,1,0,0,1,61,0,12,2,1,2 +dipinfr01,1990,1,SLN,NL,5,2,62,0,0,0,3,243,92,41,8,31,49,0.294,4.56,12,2,1,1,360,24,45,8,7,5 +dopsojo01,1990,1,BOS,AL,0,0,4,4,0,0,0,53,13,4,2,9,9,0.200,2.04,0,0,0,0,75,0,7,0,1,1 +dotsori01,1990,1,KCA,AL,0,4,8,7,0,0,0,86,43,27,3,14,9,0.355,8.48,1,4,0,0,139,1,29,0,4,2 +downske01,1990,1,SFN,NL,3,2,13,9,0,0,0,189,56,24,2,20,31,0.233,3.43,4,2,2,1,265,1,26,2,1,3 +drabedo01,1990,1,PIT,NL,22,6,33,33,9,3,0,694,190,71,15,56,131,0.225,2.76,2,6,3,0,918,0,78,10,3,11 +drummti01,1990,1,MIN,AL,3,5,35,4,0,0,1,273,104,44,8,36,49,0.295,4.35,1,2,1,0,399,14,46,4,5,12 +duboibr01,1990,1,DET,AL,3,5,12,11,0,0,0,175,70,33,9,22,34,0.310,5.09,1,5,1,1,255,0,37,2,4,12 +dunnemi01,1990,1,SDN,NL,0,3,10,6,0,0,0,86,28,18,4,17,15,0.241,5.65,0,4,0,1,134,0,21,1,0,1 +eavega01,1990,1,SEA,AL,0,3,8,5,0,0,0,90,27,14,5,20,16,0.241,4.20,1,0,2,0,134,1,16,0,0,4 +eckerde01,1990,1,OAK,AL,4,2,63,0,0,0,48,220,41,5,2,4,73,0.160,0.61,1,0,0,0,262,61,9,0,1,3 +edensto01,1990,1,ML4,AL,4,5,35,6,0,0,2,267,89,44,8,33,40,0.262,4.45,3,1,4,0,387,9,52,6,4,6 +edwarwa01,1990,1,CHA,AL,5,3,42,5,0,0,2,285,81,34,6,41,63,0.234,3.22,2,1,3,0,396,8,39,4,2,13 +eichhma01,1990,1,CAL,AL,2,5,60,0,0,0,13,254,98,29,2,23,69,0.289,3.08,0,2,6,0,374,40,36,2,4,5 +eilanda01,1990,1,NYA,AL,2,1,5,5,0,0,0,91,31,12,2,5,16,0.254,3.56,0,0,0,0,127,0,14,0,0,1 +elvirna01,1990,1,ML4,AL,0,0,4,0,0,0,0,15,6,3,0,5,6,0.300,5.40,0,0,0,0,25,2,3,0,0,0 +encarlu01,1990,1,KCA,AL,0,0,4,0,0,0,0,31,14,9,1,4,8,0.311,7.84,0,1,0,0,49,2,10,0,0,0 +ericksc01,1990,1,MIN,AL,8,4,19,17,1,0,0,339,108,36,9,51,53,0.256,2.87,4,3,5,0,485,1,49,5,2,14 +farmeho01,1990,1,MON,NL,0,3,6,4,0,0,0,69,26,18,9,10,14,0.302,7.04,1,1,0,0,99,0,18,2,1,2 +farrejo03,1990,1,CLE,AL,4,5,17,17,1,0,0,290,108,46,10,33,44,0.286,4.28,1,1,1,0,418,0,49,5,2,10 +farrst01,1990,1,KCA,AL,13,7,57,6,1,1,1,381,99,28,6,48,94,0.220,1.98,9,2,5,0,515,20,32,10,1,13 +fernaal01,1990,1,CHA,AL,5,5,13,13,3,0,0,263,89,37,6,34,61,0.265,3.80,0,1,3,0,378,0,40,5,0,5 +fernasi01,1990,1,NYN,NL,9,14,30,30,2,1,0,538,130,69,18,67,181,0.200,3.46,4,1,5,0,735,0,79,7,6,4 +fettemi01,1990,1,CAL,AL,1,1,26,2,0,0,1,203,77,31,9,20,35,0.287,4.12,0,3,2,0,291,10,33,1,0,7 +filerto01,1990,1,ML4,AL,2,3,7,4,0,0,0,66,26,15,2,9,8,0.289,6.14,0,2,0,0,99,1,17,0,0,2 +filsope01,1990,1,KCA,AL,0,4,8,7,0,0,0,105,42,23,6,13,9,0.282,5.91,0,0,2,1,165,0,31,0,1,1 +finlech01,1990,1,CAL,AL,18,9,32,32,7,2,0,708,210,63,17,81,177,0.243,2.40,3,9,2,0,962,0,77,12,3,22 +fishebr01,1990,1,HOU,NL,0,0,4,0,0,0,0,15,9,4,1,0,1,0.409,7.20,0,0,0,0,24,3,5,0,2,1 +flanami01,1990,1,TOR,AL,2,2,5,5,0,0,0,61,28,12,3,8,5,0.329,5.31,0,0,0,0,94,0,14,1,0,1 +fossato01,1990,1,ML4,AL,2,3,32,0,0,0,0,88,44,21,5,10,24,0.331,6.44,2,0,0,0,146,9,23,2,1,2 +francjo01,1990,1,NYN,NL,5,3,55,0,0,0,33,203,66,19,4,21,56,0.252,2.53,2,7,0,2,287,48,22,3,1,5 +frasewi01,1990,1,CAL,AL,5,4,45,0,0,0,2,228,69,26,4,24,32,0.241,3.08,3,1,0,0,315,20,29,2,3,7 +freemma02,1990,1,PHI,NL,0,2,16,3,0,0,1,97,34,20,5,14,26,0.264,5.57,2,4,3,0,147,4,21,1,0,1 +freemma02,1990,2,ATL,NL,1,0,9,0,0,0,0,47,7,3,0,3,12,0.130,1.72,0,0,2,0,60,1,3,1,0,1 +freyst01,1990,1,MON,NL,8,2,51,0,0,0,9,167,44,13,4,29,29,0.219,2.10,6,0,1,0,236,21,15,3,2,4 +frohwto01,1990,1,PHI,NL,0,1,5,0,0,0,0,3,3,2,0,6,1,0.500,18.00,2,1,0,0,12,0,2,0,0,0 +garceri01,1990,1,MIN,AL,0,0,5,0,0,0,2,17,4,1,0,4,1,0.200,1.59,0,0,0,0,24,3,2,0,0,1 +gardimi01,1990,1,SEA,AL,0,2,5,3,0,0,0,38,22,15,1,5,6,0.379,10.66,0,0,2,0,66,1,17,0,1,2 +gardnma01,1990,1,MON,NL,7,9,27,26,3,3,0,458,129,58,13,61,135,0.230,3.42,5,2,9,4,642,1,62,4,7,10 +gardnwe01,1990,1,BOS,AL,3,7,34,9,0,0,0,232,77,42,6,35,58,0.259,4.89,0,2,2,1,340,9,43,4,2,7 +garresc01,1990,1,SFN,NL,12,11,31,31,4,2,0,546,190,84,16,70,80,0.272,4.15,8,7,3,0,786,0,91,10,5,22 +gibsopa01,1990,1,DET,AL,5,4,61,0,0,0,3,292,99,33,10,44,56,0.269,3.05,12,1,1,1,422,17,36,4,5,7 +gideobr01,1990,1,MON,NL,0,0,1,0,0,0,0,3,2,1,0,4,0,0.500,9.00,1,0,0,0,8,0,1,0,0,1 +gilleto02,1990,1,TOR,AL,1,0,2,0,0,0,0,4,2,1,0,0,1,0.333,6.75,0,0,0,0,6,1,1,0,0,0 +glavito02,1990,1,ATL,NL,10,12,33,33,1,0,0,643,232,102,18,78,129,0.281,4.28,10,8,1,1,929,0,111,21,2,22 +gleatje01,1990,1,DET,AL,1,3,57,0,0,0,13,248,62,27,5,25,56,0.213,2.94,2,2,3,1,325,34,27,2,4,9 +goodedw01,1990,1,NYN,NL,19,7,34,34,2,1,0,698,229,99,10,70,223,0.258,3.83,3,6,7,3,983,0,106,10,7,12 +gordoto01,1990,1,KCA,AL,12,11,32,32,6,1,0,586,192,81,17,99,175,0.258,3.73,1,11,3,0,858,0,99,8,2,19 +gottji01,1990,1,LAN,NL,3,5,50,0,0,0,3,186,59,20,5,34,44,0.257,2.90,7,4,0,0,270,24,27,2,4,5 +gozzoma01,1990,1,CLE,AL,0,0,2,0,0,0,0,9,2,0,0,2,2,0.182,0.00,0,0,0,0,13,1,0,0,0,0 +grahejo01,1990,1,CAL,AL,3,4,8,8,0,0,0,130,51,24,3,23,25,0.293,4.98,1,1,3,0,200,0,30,0,0,7 +grantma01,1990,1,SDN,NL,1,1,26,0,0,0,0,117,47,21,5,19,29,0.305,4.85,8,1,0,1,180,5,23,4,3,4 +grantma01,1990,2,ATL,NL,1,2,33,1,0,0,3,157,61,27,4,18,40,0.293,4.64,3,1,1,0,231,16,30,2,2,4 +grayje01,1990,1,BOS,AL,2,4,41,0,0,0,9,152,53,25,3,15,50,0.268,4.44,3,2,1,0,217,28,27,2,1,4 +greento01,1990,1,ATL,NL,1,0,5,2,0,0,0,37,14,11,3,9,4,0.286,8.03,0,0,1,0,61,0,11,2,0,1 +greento01,1990,2,PHI,NL,2,3,10,7,0,0,0,117,36,18,5,17,17,0.247,4.15,1,1,0,0,166,1,20,3,0,2 +grimsja01,1990,1,PHI,NL,3,2,11,11,0,0,0,172,47,21,1,43,41,0.227,3.30,0,6,2,1,255,0,21,2,1,4 +grosske01,1990,1,MON,NL,9,12,31,26,2,1,0,490,171,83,9,65,111,0.272,4.57,7,4,4,1,712,3,86,6,9,8 +grosski01,1990,1,CIN,NL,0,0,5,0,0,0,0,19,6,3,0,2,3,0.273,4.26,0,0,0,0,25,2,3,0,1,0 +guantce01,1990,1,CLE,AL,2,3,26,1,0,0,0,140,38,26,10,18,30,0.220,5.01,4,0,3,0,197,6,26,1,2,3 +gubicma01,1990,1,KCA,AL,4,7,16,16,2,0,0,282,101,47,5,38,71,0.283,4.50,4,2,4,1,409,0,48,6,4,12 +guettle01,1990,1,NYA,AL,11,7,64,0,0,0,2,279,80,35,6,26,48,0.236,3.39,7,1,0,1,376,21,37,8,3,11 +gullibi01,1990,1,HOU,NL,10,14,32,32,2,1,0,580,221,82,21,61,73,0.287,3.82,14,3,2,2,846,0,100,6,8,18 +gundeer01,1990,1,SFN,NL,1,2,7,4,0,0,0,59,24,12,2,11,14,0.293,5.49,1,0,0,0,94,1,14,1,0,0 +guthrma01,1990,1,MIN,AL,7,9,24,21,3,1,0,434,154,61,8,39,101,0.276,3.79,3,9,1,0,603,0,65,6,0,12 +habyajo01,1990,1,NYA,AL,0,0,6,0,0,0,0,26,10,2,0,2,4,0.294,2.08,0,1,1,0,37,1,2,0,0,2 +halldr01,1990,1,MON,NL,4,7,42,0,0,0,3,175,52,33,6,29,40,0.242,5.09,5,3,0,0,254,13,35,6,4,2 +hammaat01,1990,1,SFN,NL,4,5,25,6,0,0,0,202,69,32,7,21,28,0.273,4.28,4,3,0,1,282,5,33,4,4,9 +hammaat01,1990,2,SDN,NL,0,4,9,1,0,0,0,58,16,10,1,6,16,0.213,4.66,1,1,0,1,81,3,11,0,0,0 +hammoch01,1990,1,CIN,NL,0,2,3,3,0,0,0,34,13,8,2,12,4,0.302,6.35,1,1,0,3,56,0,9,1,0,1 +hansoer01,1990,1,SEA,AL,18,9,33,33,5,1,0,708,205,85,15,68,211,0.232,3.24,6,10,2,1,964,0,88,5,6,17 +harkemi01,1990,1,CHN,NL,12,6,27,27,2,1,0,521,153,63,14,59,94,0.234,3.26,8,8,7,1,728,0,71,5,4,10 +harnipe01,1990,1,BAL,AL,11,11,31,31,3,0,0,566,189,91,17,86,122,0.261,4.34,5,2,1,2,821,0,96,6,5,11 +harrige01,1990,1,SEA,AL,1,2,25,0,0,0,0,114,31,20,5,30,43,0.217,4.74,5,2,1,0,176,12,25,0,2,3 +harrigr01,1990,1,BOS,AL,13,9,34,30,1,0,0,553,186,82,13,77,117,0.265,4.00,7,8,6,1,803,3,90,8,9,17 +harrigr02,1990,1,SDN,NL,8,8,73,0,0,0,9,352,92,30,6,49,97,0.220,2.30,13,2,4,3,488,33,35,9,7,6 +harrire01,1990,1,OAK,AL,1,0,16,1,0,0,0,124,25,16,5,21,31,0.176,3.48,1,2,2,0,168,9,16,1,2,3 +hartlmi01,1990,1,LAN,NL,6,3,32,6,1,1,1,238,58,26,7,30,76,0.200,2.95,2,3,2,0,325,8,32,2,1,3 +harvebr01,1990,1,CAL,AL,4,4,54,0,0,0,25,193,45,23,4,35,82,0.201,3.22,6,7,0,1,267,47,24,4,4,4 +hawkian01,1990,1,NYA,AL,5,12,28,26,2,1,0,473,156,94,20,82,74,0.260,5.37,3,2,2,1,692,1,101,4,5,17 +heatone01,1990,1,PIT,NL,12,9,30,24,0,0,0,438,143,56,17,38,68,0.263,3.45,1,4,2,1,599,2,66,10,6,10 +heepda01,1990,1,BOS,AL,0,0,1,0,0,0,0,3,4,1,0,0,0,0.667,9.00,0,0,0,0,6,1,1,0,0,1 +henketo01,1990,1,TOR,AL,2,4,61,0,0,0,32,224,58,18,8,19,75,0.213,2.17,2,6,1,0,297,58,18,4,1,3 +hennemi01,1990,1,DET,AL,8,6,69,0,0,0,22,283,90,32,4,33,50,0.253,3.05,12,3,3,0,399,53,36,5,2,13 +hennira01,1990,1,HOU,NL,0,0,3,1,0,0,0,29,1,0,0,3,4,0.033,0.00,0,0,1,0,34,1,0,0,0,0 +henrydw01,1990,1,ATL,NL,2,2,34,0,0,0,0,115,41,24,3,25,34,0.273,5.63,0,2,0,1,176,14,26,0,1,2 +hernaxa01,1990,1,HOU,NL,2,1,34,1,0,0,0,187,60,32,8,24,24,0.256,4.62,5,6,4,0,268,10,34,2,4,3 +hershor01,1990,1,LAN,NL,1,1,4,4,0,0,0,76,26,12,1,4,16,0.260,4.26,0,0,1,1,106,0,12,1,0,1 +heskejo01,1990,1,MON,NL,1,0,2,0,0,0,0,9,2,0,0,2,3,0.200,0.00,1,0,0,0,12,0,0,0,0,0 +heskejo01,1990,2,ATL,NL,0,2,31,0,0,0,5,93,30,20,5,12,21,0.248,5.81,0,5,1,0,135,15,23,0,1,4 +heskejo01,1990,3,BOS,AL,0,4,12,2,0,0,0,77,37,10,2,11,26,0.333,3.51,1,3,0,0,122,4,12,0,0,2 +hetzeer01,1990,1,BOS,AL,1,4,9,8,0,0,0,105,39,23,3,21,20,0.281,5.91,0,2,1,0,163,1,28,1,1,5 +hibbagr01,1990,1,CHA,AL,14,9,33,33,3,1,0,633,202,74,11,55,92,0.255,3.16,2,2,6,1,871,0,80,8,10,25 +hickeke01,1990,1,BAL,AL,1,3,37,0,0,0,1,79,26,15,3,13,17,0.265,5.13,2,1,0,0,113,9,16,1,1,4 +higuete01,1990,1,ML4,AL,11,10,27,27,4,1,0,510,167,71,16,50,129,0.256,3.76,2,2,3,1,720,0,80,10,4,14 +hilldo01,1990,1,CAL,AL,0,0,1,0,0,0,0,3,0,0,0,1,1,0.000,0.00,0,0,0,0,4,1,0,0,0,0 +hillesh01,1990,1,CHA,AL,0,0,7,0,0,0,0,34,4,1,0,5,5,0.111,0.79,1,2,0,0,43,3,1,1,1,0 +hillke01,1990,1,SLN,NL,5,6,17,14,1,0,0,236,79,48,7,33,58,0.264,5.49,1,5,1,0,343,1,49,5,5,3 +hiltoho01,1990,1,SLN,NL,0,0,2,0,0,0,0,9,2,0,0,3,2,0.182,0.00,0,0,0,0,14,1,0,0,0,0 +holmabr01,1990,1,SEA,AL,11,11,28,28,3,0,0,569,188,85,17,66,121,0.260,4.03,2,8,6,2,804,0,92,1,7,15 +holmeda01,1990,1,LAN,NL,0,1,14,0,0,0,0,52,15,10,1,11,19,0.238,5.19,3,1,0,0,77,1,10,1,2,0 +holtobr01,1990,1,BAL,AL,2,3,33,0,0,0,0,174,68,29,7,21,27,0.292,4.50,6,2,0,2,257,13,31,1,2,5 +honeyri01,1990,1,OAK,AL,2,2,63,0,0,0,7,190,46,19,2,22,38,0.204,2.70,2,1,1,1,256,13,23,2,6,4 +hoovejo02,1990,1,TEX,AL,0,0,2,0,0,0,0,14,8,6,0,3,0,0.364,11.57,0,0,0,0,26,1,6,1,0,0 +hortori01,1990,1,SLN,NL,1,1,32,0,0,0,1,126,52,23,3,22,18,0.315,4.93,7,1,1,1,193,8,25,4,1,9 +houghch01,1990,1,TEX,AL,12,12,32,32,5,0,0,656,190,99,24,119,114,0.235,4.07,2,4,11,0,950,0,108,2,11,20 +howelja01,1990,1,LAN,NL,5,5,45,0,0,0,16,198,59,16,5,20,59,0.242,2.18,3,4,6,1,271,35,17,1,0,6 +howelke01,1990,1,PHI,NL,8,7,18,18,2,0,0,320,106,55,12,49,70,0.260,4.64,6,8,3,0,467,0,60,6,1,6 +huismma01,1990,1,PIT,NL,1,0,2,0,0,0,0,9,6,3,2,1,2,0.462,9.00,0,1,1,0,15,0,5,0,0,0 +hurstbr01,1990,1,SDN,NL,11,9,33,33,9,4,0,671,188,78,21,63,162,0.228,3.14,5,7,1,1,903,0,85,15,1,21 +innisje01,1990,1,NYN,NL,1,3,18,0,0,0,1,79,19,7,4,10,12,0.209,2.39,3,1,1,1,104,12,9,0,2,6 +irvinda01,1990,1,BOS,AL,1,1,11,0,0,0,0,52,15,9,0,10,9,0.246,4.67,3,1,0,1,75,6,10,1,3,3 +jacksda02,1990,1,CIN,NL,6,6,22,21,0,0,0,352,119,47,11,40,76,0.266,3.61,4,3,2,1,499,1,54,4,5,11 +jacksmi02,1990,1,SEA,AL,5,7,63,0,0,0,3,232,64,39,8,44,69,0.229,4.54,12,9,2,2,338,28,42,8,5,5 +jeffcmi01,1990,1,TEX,AL,5,6,44,12,1,0,5,332,122,55,12,28,58,0.283,4.47,5,1,2,0,466,11,57,3,2,11 +johnsda04,1990,1,BAL,AL,13,9,30,29,3,0,0,540,196,82,30,43,68,0.280,4.10,2,1,3,2,758,0,83,5,7,17 +johnsra05,1990,1,SEA,AL,14,11,33,33,5,2,0,659,174,89,26,120,194,0.216,3.65,2,4,5,2,944,0,103,7,6,16 +jonesba01,1990,1,CHA,AL,11,4,65,0,0,0,1,222,62,19,2,33,45,0.235,2.31,7,0,1,1,310,9,20,7,5,7 +jonesdo01,1990,1,CLE,AL,5,5,66,0,0,0,43,253,66,24,5,22,55,0.218,2.56,4,2,2,0,331,64,26,2,2,13 +jonesji02,1990,1,NYA,AL,1,2,17,7,0,0,0,150,72,35,8,23,25,0.344,6.30,0,3,1,0,238,9,42,1,4,9 +jonesti02,1990,1,SLN,NL,0,0,1,0,0,0,0,4,1,1,0,2,0,0.167,6.75,0,0,0,0,8,1,2,0,0,0 +kaiseje01,1990,1,CLE,AL,0,0,5,0,0,0,0,38,16,5,2,7,9,0.308,3.55,1,0,0,0,60,0,5,0,1,0 +kerfech01,1990,1,HOU,NL,0,2,5,0,0,0,0,10,9,6,0,6,4,0.529,16.20,1,1,0,0,25,1,6,2,0,0 +kerfech01,1990,2,ATL,NL,3,1,25,0,0,0,2,92,31,19,2,23,27,0.270,5.58,3,0,0,0,143,10,22,3,2,3 +keyji01,1990,1,TOR,AL,13,7,27,27,0,0,0,464,169,73,20,22,88,0.281,4.25,2,0,1,1,636,0,79,5,6,17 +kieckda01,1990,1,BOS,AL,8,9,32,25,0,0,0,456,145,67,7,54,93,0.253,3.97,2,9,9,1,641,3,74,1,5,16 +kilgupa01,1990,1,TOR,AL,0,0,11,0,0,0,0,49,19,11,2,7,7,0.306,6.06,1,0,1,0,74,4,11,1,3,1 +kinger01,1990,1,CHA,AL,12,4,25,25,2,2,0,453,135,55,10,40,70,0.237,3.28,0,2,6,3,623,0,59,6,1,12 +kinzema01,1990,1,DET,AL,0,0,1,0,0,0,0,5,3,3,0,3,1,0.375,16.20,0,0,0,0,11,1,3,0,0,0 +kippebo01,1990,1,PIT,NL,5,2,41,1,0,0,3,188,44,21,7,26,35,0.195,3.02,1,1,3,5,260,7,24,2,3,1 +klinkjo01,1990,1,OAK,AL,0,0,40,0,0,0,1,119,34,9,1,18,19,0.233,2.04,0,3,0,1,165,19,9,1,0,7 +knackbr01,1990,1,SEA,AL,1,1,24,2,0,0,0,112,50,27,5,21,28,0.313,6.51,2,3,2,0,186,6,28,1,2,3 +kneppbo01,1990,1,SFN,NL,3,3,12,7,0,0,0,133,56,28,7,19,24,0.311,5.68,4,1,1,3,202,1,28,0,2,5 +knudsma01,1990,1,ML4,AL,10,9,30,27,4,2,0,505,187,77,14,40,56,0.282,4.12,1,6,3,0,719,0,84,3,9,16 +kraemjo01,1990,1,CHN,NL,0,0,18,0,0,0,0,75,31,20,2,14,16,0.310,7.20,2,2,2,1,119,8,25,1,2,3 +kramera01,1990,1,PIT,NL,0,1,12,2,0,0,0,77,27,14,3,9,15,0.273,4.91,4,0,2,0,112,2,15,2,0,1 +kramera01,1990,2,CHN,NL,0,2,10,2,0,0,0,61,20,9,3,12,12,0.253,3.98,2,0,1,0,95,4,10,3,0,0 +kruegbi01,1990,1,ML4,AL,6,8,30,17,0,0,0,387,137,57,10,54,64,0.276,3.98,6,8,3,0,566,4,70,3,10,13 +kutzlje01,1990,1,CHA,AL,2,1,7,7,0,0,0,94,38,21,2,14,21,0.304,6.03,1,1,0,0,141,0,23,1,1,1 +lacosmi01,1990,1,SFN,NL,6,4,13,12,1,0,0,233,75,34,5,39,39,0.259,3.94,2,1,0,1,337,0,37,4,4,9 +lampde01,1990,1,BOS,AL,3,5,47,1,0,0,0,317,114,55,10,30,49,0.279,4.68,8,2,3,0,453,5,61,8,4,10 +lancale01,1990,1,CHN,NL,9,5,55,6,1,1,6,327,121,56,11,40,65,0.283,4.62,8,7,1,0,479,26,57,6,5,7 +landrbi01,1990,1,PIT,NL,7,3,54,0,0,0,13,215,69,17,4,21,39,0.262,2.13,5,1,0,1,292,41,22,5,3,9 +langsma01,1990,1,CAL,AL,10,17,33,33,5,1,0,669,215,109,13,104,195,0.259,4.40,1,8,5,0,950,0,120,6,6,20 +lapoida01,1990,1,NYA,AL,7,10,28,27,2,0,0,473,180,72,11,57,67,0.292,4.11,3,4,1,0,694,0,84,8,11,21 +layanti01,1990,1,CIN,NL,5,3,55,0,0,0,2,240,71,31,7,44,53,0.244,3.49,5,5,2,4,344,17,33,4,3,8 +leachte01,1990,1,MIN,AL,2,5,55,0,0,0,2,245,84,29,2,21,46,0.268,3.20,10,1,1,1,344,29,31,7,2,4 +learyti01,1990,1,NYA,AL,9,19,31,31,6,1,0,624,202,95,18,78,138,0.257,4.11,1,23,7,0,881,0,105,7,4,20 +leema03,1990,1,ML4,AL,1,0,11,0,0,0,0,64,20,5,1,4,14,0.256,2.11,0,0,0,0,85,1,5,1,2,1 +leffecr01,1990,1,SDN,NL,7,5,56,0,0,0,23,236,68,22,10,22,60,0.228,2.52,4,1,1,0,327,44,26,5,1,4 +leibrch01,1990,1,ATL,NL,9,11,24,24,5,2,0,487,164,57,9,35,76,0.261,3.16,3,4,4,3,680,0,72,7,6,10 +leistjo01,1990,1,BOS,AL,0,0,2,1,0,0,0,17,7,3,0,4,3,0.304,4.76,0,0,0,0,29,1,5,1,1,0 +leiteal01,1990,1,TOR,AL,0,0,4,0,0,0,0,19,1,0,0,2,5,0.050,0.00,0,0,0,0,22,2,0,0,0,0 +leitema01,1990,1,NYA,AL,1,1,8,3,0,0,0,79,33,20,5,9,21,0.314,6.84,0,0,2,0,119,2,20,2,1,2 +lewissc01,1990,1,CAL,AL,1,1,2,2,1,0,0,49,10,4,2,2,9,0.172,2.20,0,0,0,0,60,0,4,0,0,0 +lillide01,1990,1,ATL,NL,2,8,12,11,0,0,0,185,75,43,10,19,34,0.301,6.28,4,0,1,2,279,1,45,6,4,4 +lillide01,1990,2,SDN,NL,3,3,16,7,1,1,0,181,61,29,6,23,29,0.266,4.33,1,2,2,1,258,2,29,3,1,5 +longbi01,1990,1,CHA,AL,0,1,4,0,0,0,0,17,6,4,2,2,2,0.261,6.35,0,0,0,0,26,0,5,1,0,0 +longbi01,1990,2,CHN,NL,6,1,42,0,0,0,5,167,66,27,8,21,32,0.301,4.37,4,1,1,0,244,21,29,3,0,6 +lovelva01,1990,1,SEA,AL,0,0,5,0,0,0,0,7,3,1,0,6,1,0.300,3.86,0,2,1,0,17,1,1,0,0,0 +lueckri01,1990,1,ATL,NL,1,4,36,0,0,0,1,159,73,34,5,30,35,0.336,5.77,7,2,3,0,255,11,36,4,1,9 +lueckri01,1990,2,TOR,AL,0,0,1,0,0,0,0,3,2,1,1,1,0,0.500,9.00,0,0,0,0,5,1,1,0,0,1 +lugour01,1990,1,DET,AL,2,0,13,1,0,0,0,73,30,19,9,13,12,0.313,7.03,1,2,3,0,116,4,19,4,0,1 +lyonsst01,1990,1,CHA,AL,0,0,1,0,0,0,0,6,2,1,0,4,1,0.250,4.50,0,0,0,0,12,1,1,0,0,0 +macdobo01,1990,1,TOR,AL,0,0,4,0,0,0,0,7,0,0,0,2,0,0.000,0.00,0,0,0,0,8,1,0,0,0,1 +machaju01,1990,1,NYN,NL,4,1,27,0,0,0,0,103,32,12,4,17,27,0.248,3.15,4,3,2,0,151,14,13,1,2,0 +machaju01,1990,2,ML4,AL,0,0,10,0,0,0,3,39,9,1,0,8,12,0.191,0.69,2,0,0,0,56,7,1,0,1,0 +maddugr01,1990,1,CHN,NL,15,15,35,35,8,2,0,711,242,91,11,71,144,0.265,3.46,10,3,4,3,1011,0,116,18,5,27 +maddumi01,1990,1,LAN,NL,0,1,11,2,0,0,0,62,24,15,3,4,11,0.293,6.53,0,2,1,0,88,3,15,0,1,4 +magrajo01,1990,1,SLN,NL,10,17,31,31,3,2,0,610,204,81,10,59,100,0.264,3.59,7,11,8,1,855,0,86,8,6,15 +mahleri01,1990,1,CIN,NL,7,6,35,16,2,1,4,404,134,64,16,39,68,0.261,4.28,4,3,3,2,564,9,67,4,4,11 +maldoca02,1990,1,KCA,AL,0,0,4,0,0,0,0,18,9,6,0,4,9,0.346,9.00,0,1,0,0,31,1,6,0,1,0 +mallobo02,1990,1,MON,NL,0,0,1,0,0,0,0,6,1,0,0,1,1,0.143,0.00,0,0,0,0,8,0,0,0,0,0 +malonch02,1990,1,PHI,NL,1,0,7,0,0,0,0,22,3,3,1,11,7,0.130,3.68,0,1,0,0,34,3,4,0,0,0 +manonra01,1990,1,TEX,AL,0,0,1,0,0,0,0,6,3,3,0,3,0,0.333,13.50,1,0,0,0,12,0,3,0,0,0 +marakpa01,1990,1,ATL,NL,1,2,7,7,1,1,0,117,39,16,2,19,15,0.267,3.69,3,2,3,0,172,0,16,3,1,2 +martida01,1990,1,MON,NL,0,0,1,0,0,0,0,1,2,2,0,2,0,0.667,54.00,0,0,0,0,5,0,2,0,0,0 +martide01,1990,1,MON,NL,10,11,32,32,7,2,0,678,191,74,16,49,156,0.228,2.95,9,1,6,1,908,0,80,11,3,13 +martira02,1990,1,LAN,NL,20,6,33,33,12,3,0,703,191,76,22,67,223,0.221,2.92,5,3,4,3,950,0,89,7,5,11 +mathegr01,1990,1,SLN,NL,0,5,11,10,0,0,0,152,53,30,2,30,18,0.277,5.33,1,2,2,1,229,0,34,4,2,5 +mccamra01,1990,1,SFN,NL,0,0,3,0,0,0,0,18,8,2,0,5,5,0.333,3.00,0,0,0,0,30,0,2,0,1,0 +mccaski01,1990,1,CAL,AL,12,11,29,29,2,1,0,523,161,63,9,72,78,0.244,3.25,1,6,2,1,738,0,77,3,1,19 +mcclepa01,1990,1,SFN,NL,0,1,4,1,0,0,0,23,14,10,3,6,2,0.389,11.74,0,0,1,0,44,2,10,1,0,1 +mcclubo01,1990,1,CAL,AL,2,0,11,0,0,0,0,21,7,5,0,3,6,0.269,6.43,0,0,0,1,30,1,6,1,0,1 +mcculla01,1990,1,NYA,AL,1,0,11,0,0,0,0,45,14,6,2,6,11,0.241,3.60,2,3,0,0,65,7,8,0,1,0 +mcculla01,1990,2,DET,AL,1,0,9,1,0,0,0,89,18,9,2,13,20,0.170,2.73,1,2,0,0,121,7,11,0,2,0 +mcdonbe01,1990,1,BAL,AL,8,5,21,15,3,2,0,356,88,32,9,35,65,0.205,2.43,0,5,0,0,472,2,36,3,5,5 +mcdowja01,1990,1,CHA,AL,14,9,33,33,4,0,0,615,189,87,20,77,165,0.244,3.82,0,7,7,1,866,0,93,1,5,12 +mcdowro01,1990,1,PHI,NL,6,8,72,0,0,0,22,259,92,37,2,35,39,0.286,3.86,9,1,2,1,373,60,41,10,4,16 +mcelrch01,1990,1,PHI,NL,0,1,16,0,0,0,0,42,24,12,0,10,16,0.369,7.71,2,0,0,0,76,8,13,0,1,1 +mcgafan01,1990,1,SFN,NL,0,0,4,0,0,0,0,14,10,9,2,4,4,0.455,17.36,0,0,0,0,27,1,9,1,0,1 +mcgafan01,1990,2,KCA,AL,4,3,24,11,0,0,1,236,75,27,6,28,49,0.248,3.09,1,3,2,0,336,2,40,1,2,9 +mcmurcr01,1990,1,TEX,AL,0,3,23,3,0,0,0,125,43,20,4,30,14,0.281,4.32,0,3,1,0,188,6,25,2,2,6 +mcwilla01,1990,1,KCA,AL,0,0,13,0,0,0,0,25,10,9,2,9,7,0.313,9.72,1,1,1,0,43,2,9,1,0,1 +medvisc01,1990,1,SEA,AL,0,1,5,0,0,0,0,13,7,3,0,2,1,0.368,6.23,0,1,1,0,22,3,4,0,0,1 +melenjo01,1990,1,SEA,AL,0,0,3,0,0,0,0,16,8,7,2,3,7,0.333,11.81,0,1,1,0,28,1,8,0,0,0 +merckke01,1990,1,ATL,NL,4,7,36,0,0,0,7,145,43,17,6,24,39,0.236,3.17,3,2,2,0,211,28,22,1,2,1 +mesajo01,1990,1,BAL,AL,3,2,7,7,0,0,0,140,37,20,2,27,24,0.218,3.86,2,1,1,1,202,0,20,2,2,4 +meyerbr01,1990,1,HOU,NL,0,4,14,0,0,0,1,61,16,5,3,6,6,0.211,2.21,0,0,0,0,84,7,7,2,0,0 +mielkga01,1990,1,TEX,AL,0,3,33,0,0,0,0,123,42,17,4,15,13,0.271,3.73,5,1,2,0,174,8,17,2,0,8 +milacbo01,1990,1,BAL,AL,5,8,27,24,1,1,0,406,143,67,18,61,60,0.273,4.46,2,2,0,1,594,0,73,5,5,13 +millsal01,1990,1,NYA,AL,1,5,36,0,0,0,0,125,48,19,4,33,24,0.298,4.10,6,3,1,0,200,18,21,4,1,5 +mintogr01,1990,1,CAL,AL,1,1,11,0,0,0,0,46,11,4,1,7,4,0.212,2.35,1,0,1,0,61,3,4,1,0,1 +minutgi01,1990,1,CIN,NL,0,0,2,0,0,0,0,3,0,1,0,2,0,0.000,9.00,0,1,1,0,6,0,1,0,0,0 +mirabpa01,1990,1,ML4,AL,4,2,44,2,0,0,0,177,66,26,9,27,28,0.281,3.97,2,1,2,0,267,10,32,1,2,6 +mitchjo02,1990,1,BAL,AL,6,6,24,17,0,0,0,343,133,59,7,48,43,0.300,4.64,3,3,3,0,509,2,63,6,8,15 +mohorda01,1990,1,MON,NL,1,2,34,0,0,0,2,159,56,19,6,18,29,0.286,3.23,3,1,4,1,226,12,21,3,5,4 +monteri01,1990,1,NYA,AL,0,1,5,0,0,0,0,22,8,5,0,2,8,0.276,6.14,0,0,0,0,31,2,5,0,0,0 +montgje01,1990,1,KCA,AL,6,5,73,0,0,0,24,283,81,25,6,34,94,0.228,2.39,8,3,5,0,400,59,36,2,2,2 +moorebr01,1990,1,PHI,NL,0,0,3,0,0,0,0,8,4,1,0,2,1,0.400,3.38,1,1,0,0,13,3,1,0,1,1 +mooremi01,1990,1,OAK,AL,13,15,33,33,3,0,0,598,204,103,14,84,73,0.267,4.65,2,13,3,0,862,0,113,4,7,23 +morgami01,1990,1,LAN,NL,11,15,33,33,6,4,0,633,216,88,19,60,106,0.266,3.75,5,4,5,1,891,0,100,11,4,19 +morrija02,1990,1,DET,AL,15,18,36,36,11,3,0,749,231,125,26,97,162,0.242,4.51,13,16,6,2,1073,0,144,7,10,23 +mosesjo01,1990,1,MIN,AL,0,0,2,0,0,0,0,6,5,3,0,2,0,0.455,13.50,0,1,0,0,13,2,3,0,0,0 +moyerja01,1990,1,TEX,AL,2,6,33,10,1,0,0,307,115,53,6,39,58,0.290,4.66,4,1,4,0,447,6,59,1,7,15 +mulhote01,1990,1,PHI,NL,9,10,33,26,6,1,0,542,172,67,15,42,75,0.252,3.34,7,7,2,2,746,2,78,7,12,17 +munozmi01,1990,1,LAN,NL,0,1,8,0,0,0,0,17,6,2,0,3,2,0.300,3.18,0,0,0,0,24,3,2,1,0,2 +murphro01,1990,1,BOS,AL,0,6,68,0,0,0,7,171,85,40,10,32,54,0.348,6.32,3,4,1,0,285,20,46,4,4,5 +musseje01,1990,1,NYN,NL,0,2,28,0,0,0,0,96,40,20,3,11,14,0.310,5.63,1,3,1,0,144,5,22,1,2,2 +myersra01,1990,1,CIN,NL,4,6,66,0,0,0,31,260,59,20,6,38,98,0.193,2.08,8,2,3,1,353,59,24,4,2,4 +nabhoch01,1990,1,MON,NL,6,2,11,11,1,1,0,210,43,22,6,32,53,0.176,2.83,1,1,2,1,282,0,23,1,2,3 +nagych01,1990,1,CLE,AL,2,4,9,8,0,0,0,137,58,30,7,21,26,0.315,5.91,1,1,1,1,208,1,31,1,1,6 +navarja01,1990,1,ML4,AL,8,7,32,22,3,0,1,448,176,74,11,41,75,0.293,4.46,3,6,4,5,654,2,83,4,5,14 +neidlji01,1990,1,LAN,NL,5,3,12,12,0,0,0,222,67,27,4,15,46,0.241,3.28,1,0,1,1,301,0,30,4,3,7 +nelsoge01,1990,1,OAK,AL,3,3,51,0,0,0,5,224,55,13,5,17,38,0.208,1.57,1,1,3,0,291,17,14,1,5,10 +nichoro02,1990,1,CLE,AL,0,3,4,2,0,0,0,48,24,14,5,6,3,0.343,7.88,0,0,2,0,79,0,14,1,0,0 +niedeto01,1990,1,SLN,NL,0,6,52,0,0,0,2,195,66,25,3,25,32,0.269,3.46,7,3,0,0,276,12,26,1,5,5 +nippeal01,1990,1,CLE,AL,2,3,9,5,0,0,0,72,35,18,2,19,12,0.354,6.75,0,6,2,0,125,1,19,0,5,3 +noboaju01,1990,1,MON,NL,0,0,1,0,0,0,0,2,0,0,0,1,0,0.000,0.00,0,0,0,0,2,1,0,0,0,1 +nolesdi01,1990,1,PHI,NL,0,1,1,0,0,0,0,1,2,1,0,0,0,0.667,27.00,0,0,0,0,3,1,1,0,0,0 +norrimi01,1990,1,OAK,AL,1,0,14,0,0,0,0,81,24,9,0,9,16,0.242,3.00,0,3,2,2,113,9,10,2,1,3 +nosekra01,1990,1,DET,AL,1,1,3,2,0,0,0,21,7,6,1,9,3,0.280,7.71,1,1,0,0,35,0,7,0,1,3 +novoara01,1990,1,SFN,NL,0,1,7,2,0,0,1,56,21,14,3,13,14,0.284,6.75,1,0,0,0,88,2,14,0,1,1 +nunezed01,1990,1,DET,AL,3,1,42,0,0,0,6,241,65,20,4,37,66,0.218,2.24,6,4,2,0,343,15,26,5,1,8 +nunezjo01,1990,1,CHN,NL,4,7,21,10,0,0,0,182,61,44,5,34,40,0.270,6.53,4,2,0,2,274,4,47,11,3,6 +ojedabo01,1990,1,NYN,NL,7,6,38,12,0,0,0,354,123,48,10,40,62,0.272,3.66,4,2,2,3,500,9,53,3,3,11 +olinst01,1990,1,CLE,AL,4,4,50,1,0,0,1,277,96,35,3,26,64,0.270,3.41,2,0,6,0,394,16,41,5,2,13 +olivaom01,1990,1,SLN,NL,1,1,9,6,0,0,0,148,45,16,2,17,20,0.249,2.92,0,1,2,1,201,0,17,1,0,5 +olivefr01,1990,1,SFN,NL,2,2,33,2,0,0,2,166,47,17,5,21,41,0.230,2.77,6,2,2,1,231,9,22,1,3,3 +olsongr01,1990,1,BAL,AL,6,5,64,0,0,0,37,223,57,20,3,31,74,0.213,2.42,3,5,3,0,305,58,20,1,2,6 +onealra01,1990,1,SFN,NL,1,0,26,0,0,0,0,141,58,20,3,18,30,0.314,3.83,4,4,0,1,208,4,23,3,2,6 +ontivst02,1990,1,PHI,NL,0,0,5,0,0,0,0,30,9,3,1,3,6,0.225,2.70,0,0,0,0,43,1,3,0,0,0 +oroscje01,1990,1,CLE,AL,5,4,55,0,0,0,2,194,58,28,9,38,55,0.239,3.90,7,1,0,0,289,28,35,5,3,5 +osunaal01,1990,1,HOU,NL,2,0,12,0,0,0,0,34,10,6,1,6,6,0.270,4.76,1,3,3,0,48,2,6,0,2,3 +ottoda01,1990,1,OAK,AL,0,0,2,0,0,0,0,7,3,2,0,3,2,0.300,7.71,0,0,0,0,13,2,3,0,0,1 +palacvi01,1990,1,PIT,NL,0,0,7,0,0,0,3,45,4,0,0,2,8,0.083,0.00,0,2,0,0,50,4,0,0,0,0 +palldo01,1990,1,CHA,AL,3,5,56,0,0,0,2,228,63,28,7,24,39,0.232,3.32,8,2,4,0,306,11,33,4,2,13 +parkecl01,1990,1,NYA,AL,1,1,5,2,0,0,0,66,19,11,5,7,20,0.229,4.50,1,1,0,0,91,1,11,0,1,0 +parkecl01,1990,2,DET,AL,2,2,24,1,0,0,0,153,45,18,6,25,20,0.242,3.18,5,3,1,0,217,7,18,3,2,4 +parreje01,1990,1,PHI,NL,4,9,47,5,0,0,1,245,92,47,10,36,69,0.293,5.18,8,3,1,1,355,14,51,3,1,8 +parreje01,1990,2,ATL,NL,1,1,20,0,0,0,1,81,27,9,1,19,17,0.281,3.00,2,2,1,0,124,5,11,4,4,2 +pattebo01,1990,1,PIT,NL,8,5,55,5,0,0,5,284,88,31,9,21,70,0.249,2.95,7,1,3,2,386,19,33,5,3,8 +patteke01,1990,1,CHA,AL,2,1,43,0,0,0,2,199,58,25,6,34,40,0.242,3.39,1,2,2,0,283,15,27,2,5,5 +pavlada01,1990,1,CHN,NL,2,0,13,0,0,0,0,64,23,5,2,6,12,0.271,2.11,2,3,0,0,93,3,7,0,2,2 +penaal01,1990,1,NYN,NL,3,3,52,0,0,0,5,228,71,27,4,22,76,0.245,3.20,5,0,1,0,320,32,31,1,6,3 +perezme01,1990,1,CHA,AL,13,14,35,35,3,3,0,591,177,101,14,86,161,0.241,4.61,1,8,2,4,833,0,111,4,6,20 +perezmi01,1990,1,SLN,NL,1,0,13,0,0,0,1,41,12,6,0,3,5,0.240,3.95,0,0,0,0,55,7,6,0,2,0 +perezpa01,1990,1,NYA,AL,1,2,3,3,0,0,0,42,8,2,0,3,12,0.163,1.29,0,1,0,0,52,0,3,0,0,1 +perrypa02,1990,1,LAN,NL,0,0,7,0,0,0,0,20,9,6,0,5,2,0.310,8.10,1,2,1,0,36,2,7,0,1,0 +peterad01,1990,1,CHA,AL,2,5,20,11,2,0,0,255,90,43,12,26,29,0.278,4.55,0,3,2,0,357,4,46,2,3,9 +petryda01,1990,1,DET,AL,10,9,32,23,1,0,0,449,148,74,14,77,73,0.263,4.45,7,10,1,0,655,2,78,8,6,13 +picoje01,1990,1,CHN,NL,4,4,31,8,0,0,2,276,120,49,7,37,37,0.321,4.79,10,2,1,1,421,8,53,7,2,11 +plesada01,1990,1,ML4,AL,3,7,66,0,0,0,24,207,67,34,5,31,65,0.257,4.43,6,2,3,0,299,52,36,2,2,8 +plunker01,1990,1,NYA,AL,6,3,47,0,0,0,0,218,58,22,6,43,67,0.225,2.72,4,4,2,2,310,16,27,7,0,4 +pooleji02,1990,1,LAN,NL,0,0,16,0,0,0,0,32,7,5,1,8,6,0.184,4.22,4,1,0,0,46,4,5,0,0,2 +portuma01,1990,1,HOU,NL,11,10,32,32,1,0,0,590,187,79,21,67,136,0.250,3.62,4,6,4,0,831,0,90,7,6,16 +powelde01,1990,1,SEA,AL,0,0,2,0,0,0,0,9,5,3,0,2,0,0.357,9.00,0,0,1,0,17,1,3,0,0,0 +powelde01,1990,2,ML4,AL,0,4,9,7,0,0,0,118,59,30,0,19,23,0.341,6.86,0,2,1,0,197,1,37,2,2,2 +powerte01,1990,1,PIT,NL,1,3,40,0,0,0,7,155,50,21,5,17,42,0.255,3.66,6,1,0,0,218,25,23,3,2,4 +pricejo02,1990,1,BAL,AL,3,4,50,0,0,0,0,196,62,26,8,24,54,0.253,3.58,2,1,0,0,273,12,29,3,1,7 +quiseda01,1990,1,SFN,NL,0,1,5,0,0,0,0,20,13,10,1,3,2,0.419,13.50,2,0,0,1,37,2,12,0,3,0 +radinsc01,1990,1,CHA,AL,6,1,62,0,0,0,4,157,47,28,1,36,46,0.241,4.82,1,2,2,1,237,18,29,2,2,5 +rasmude01,1990,1,SDN,NL,11,15,32,32,3,1,0,563,217,94,28,62,86,0.292,4.51,4,9,3,1,825,0,110,14,4,13 +reardje01,1990,1,BOS,AL,5,3,47,0,0,0,21,154,39,18,5,19,33,0.206,3.16,4,0,1,0,210,37,19,1,0,2 +reedje01,1990,1,SEA,AL,0,1,4,0,0,0,0,22,8,4,1,3,2,0.286,4.91,0,0,0,0,31,1,4,0,0,2 +reedje01,1990,2,BOS,AL,2,1,29,0,0,0,2,135,55,24,1,16,17,0.302,4.80,2,7,0,1,203,15,27,2,3,5 +reedri01,1990,1,PIT,NL,2,3,13,8,1,1,1,161,62,26,6,12,27,0.279,4.36,6,0,1,0,238,2,32,2,1,0 +reuscri01,1990,1,SFN,NL,3,6,15,13,0,0,1,261,102,38,8,31,49,0.297,3.93,9,1,1,0,390,1,40,10,5,6 +reussje01,1990,1,PIT,NL,0,0,4,1,0,0,0,23,8,3,1,3,1,0.267,3.52,1,1,0,0,34,0,3,1,0,0 +richaje02,1990,1,CAL,AL,0,0,1,0,0,0,0,1,1,0,0,0,0,0.500,0.00,0,0,0,0,2,1,0,0,0,0 +richaru01,1990,1,ATL,NL,0,0,1,0,0,0,0,3,2,3,1,1,0,0.400,27.00,0,0,0,0,6,1,3,0,0,0 +righeda01,1990,1,NYA,AL,1,1,53,0,0,0,36,159,48,21,8,26,43,0.234,3.57,2,2,2,0,235,47,24,1,1,4 +rijojo01,1990,1,CIN,NL,14,8,29,29,7,1,0,591,151,59,10,78,152,0.212,2.70,1,2,2,5,801,0,65,8,1,10 +ritzke01,1990,1,DET,AL,0,4,4,4,0,0,0,22,14,9,0,14,3,0.400,11.05,2,3,0,0,52,0,12,3,0,1 +robindo01,1990,1,SFN,NL,10,7,26,25,4,0,0,473,173,80,18,41,78,0.280,4.57,8,2,1,0,667,0,84,4,3,6 +robinje01,1990,1,NYA,AL,3,6,54,4,1,0,0,266,82,34,8,34,43,0.248,3.45,3,2,1,0,372,12,35,5,1,12 +robinje02,1990,1,DET,AL,10,9,27,27,1,1,0,435,141,96,23,88,76,0.256,5.96,9,16,6,1,654,0,101,3,5,13 +robinro01,1990,1,CIN,NL,2,2,6,5,0,0,0,94,36,17,2,14,14,0.295,4.88,0,1,0,0,137,0,18,1,0,4 +robinro01,1990,2,ML4,AL,12,5,22,22,7,2,0,445,158,48,5,37,57,0.275,2.91,1,2,6,0,627,0,60,3,7,10 +rochfmi01,1990,1,BOS,AL,0,1,2,1,0,0,0,12,10,8,1,4,0,0.526,18.00,0,1,0,0,25,0,10,1,1,1 +rodriri01,1990,1,SFN,NL,0,0,3,0,0,0,0,10,5,3,0,2,2,0.357,8.10,0,0,0,0,16,0,3,0,0,0 +rodriri02,1990,1,SDN,NL,1,1,32,0,0,0,1,143,52,15,2,16,22,0.287,2.83,4,1,1,1,201,15,17,2,1,9 +rodriro02,1990,1,CIN,NL,0,0,9,0,0,0,0,31,15,7,3,2,8,0.357,6.10,0,0,1,0,47,4,7,1,1,1 +roeslmi01,1990,1,PIT,NL,1,0,5,0,0,0,0,18,5,2,1,2,4,0.217,3.00,0,0,0,0,25,1,2,0,0,0 +rogerke01,1990,1,TEX,AL,10,6,69,3,0,0,15,293,93,34,6,42,74,0.249,3.13,5,5,1,0,428,46,40,7,4,5 +rojasme01,1990,1,MON,NL,3,1,23,0,0,0,1,120,34,16,5,24,26,0.234,3.60,4,2,2,0,173,5,17,2,0,1 +rosenst01,1990,1,CHA,AL,1,0,6,0,0,0,0,30,10,6,2,5,4,0.256,5.40,0,0,0,0,44,3,6,0,0,1 +rossma01,1990,1,PIT,NL,1,0,9,0,0,0,0,38,11,5,2,4,5,0.244,3.55,2,1,0,0,50,6,5,1,0,0 +ruffibr01,1990,1,PHI,NL,6,13,32,25,2,1,0,447,178,89,14,62,79,0.297,5.38,7,3,1,2,678,1,99,10,6,10 +ruskisc01,1990,1,PIT,NL,2,2,44,0,0,0,2,143,50,16,2,28,34,0.269,3.02,3,3,2,1,221,8,21,3,2,5 +ruskisc01,1990,2,MON,NL,1,0,23,0,0,0,0,83,25,7,2,10,23,0.243,2.28,3,0,0,0,115,4,7,2,0,2 +russeje01,1990,1,TEX,AL,1,5,27,0,0,0,10,76,23,12,1,16,16,0.253,4.26,5,2,0,0,111,22,15,3,1,3 +ryanno01,1990,1,TEX,AL,13,9,30,30,5,2,0,612,137,78,18,74,232,0.188,3.44,2,9,7,1,818,0,86,3,5,5 +saberbr01,1990,1,KCA,AL,5,9,20,20,5,0,0,405,146,49,9,28,87,0.279,3.27,1,1,1,0,561,0,52,4,4,10 +sampebi01,1990,1,MON,NL,12,7,59,4,0,0,2,271,94,30,7,33,69,0.268,2.99,6,4,2,0,394,26,34,5,3,3 +sanchis01,1990,1,KCA,AL,0,0,11,0,0,0,0,29,16,9,1,3,5,0.381,8.38,0,0,1,0,47,3,9,0,1,2 +sandesc01,1990,1,OAK,AL,17,11,34,34,2,1,0,619,205,89,27,66,128,0.255,3.88,2,7,4,1,885,0,99,4,8,6 +savagja01,1990,1,MIN,AL,0,2,17,0,0,0,1,78,37,24,3,11,12,0.339,8.31,1,4,0,0,121,9,26,0,1,2 +schatda01,1990,1,HOU,NL,1,3,45,2,0,0,0,192,61,17,2,23,37,0.261,2.39,4,2,0,0,264,13,23,2,5,8 +schatda01,1990,2,NYN,NL,0,0,6,0,0,0,0,17,5,0,0,0,2,0.263,0.00,0,0,0,0,19,3,0,0,0,3 +schilcu01,1990,1,BAL,AL,1,2,35,0,0,0,3,138,38,13,1,19,32,0.229,2.54,0,0,0,0,191,16,13,2,4,4 +schirca01,1990,1,SDN,NL,3,8,42,8,0,0,1,312,105,51,11,60,74,0.264,4.41,6,3,1,1,468,14,59,7,3,6 +schmida01,1990,1,MON,NL,3,3,34,0,0,0,13,144,58,23,3,13,22,0.299,4.31,5,1,0,0,213,20,26,4,1,5 +schoomi01,1990,1,SEA,AL,1,4,49,0,0,0,30,168,47,14,5,16,45,0.227,2.25,5,1,1,0,229,45,18,3,2,2 +schwami01,1990,1,DET,AL,0,0,1,0,0,0,0,11,5,1,0,0,1,0.357,2.45,0,0,0,0,15,0,1,1,0,1 +scottmi03,1990,1,HOU,NL,9,13,32,32,4,2,0,617,194,87,27,66,121,0.246,3.81,6,1,1,3,871,0,102,7,8,9 +scuddsc01,1990,1,CIN,NL,5,5,21,10,0,0,0,215,74,39,12,30,42,0.265,4.90,4,2,3,2,316,3,41,3,1,4 +seaneru01,1990,1,CLE,AL,2,1,24,0,0,0,0,82,22,17,2,25,24,0.220,5.60,1,5,1,0,127,12,17,0,1,2 +searara01,1990,1,LAN,NL,1,0,29,0,0,0,0,97,30,10,1,10,19,0.250,2.78,0,5,0,0,136,8,11,2,4,2 +searcst01,1990,1,DET,AL,2,7,16,12,1,0,0,226,76,39,9,51,66,0.270,4.66,3,3,0,0,341,2,44,2,6,9 +sebrabo01,1990,1,ML4,AL,1,2,10,0,0,0,0,33,20,10,1,5,4,0.408,8.18,1,1,1,0,59,2,10,2,2,0 +shawje01,1990,1,CLE,AL,3,4,12,9,0,0,0,146,73,36,11,20,25,0.356,6.66,0,3,0,0,229,0,38,1,3,6 +sherrti01,1990,1,SLN,NL,0,0,8,0,0,0,0,13,10,3,0,3,3,0.476,6.23,0,1,0,0,25,2,5,1,0,1 +shower01,1990,1,SDN,NL,6,8,39,12,0,0,1,319,131,68,16,41,55,0.306,5.76,9,3,4,3,482,14,74,5,4,7 +siskdo01,1990,1,ATL,NL,0,0,3,0,0,0,0,7,1,1,0,4,1,0.143,3.86,0,1,0,0,13,2,1,0,2,0 +smilejo01,1990,1,PIT,NL,9,10,26,25,2,0,0,448,161,77,15,36,86,0.275,4.64,1,2,2,2,632,0,83,5,4,9 +smithbr01,1990,1,SLN,NL,9,8,26,25,0,0,0,424,160,67,11,30,78,0.286,4.27,1,2,4,0,605,0,81,7,5,13 +smithda02,1990,1,HOU,NL,6,6,49,0,0,0,23,181,45,16,4,20,50,0.210,2.39,4,5,0,5,239,42,18,4,1,4 +smithda04,1990,1,KCA,AL,0,1,2,1,0,0,0,20,5,3,0,4,6,0.238,4.05,0,0,0,0,27,1,3,0,2,1 +smithle02,1990,1,BOS,AL,2,1,11,0,0,0,4,43,13,3,0,9,17,0.236,1.88,2,1,0,0,64,8,4,0,0,0 +smithle02,1990,2,SLN,NL,3,4,53,0,0,0,27,206,58,16,3,20,70,0.227,2.10,5,1,0,0,280,45,20,2,3,2 +smithmi05,1990,1,BAL,AL,0,0,2,0,0,0,0,9,4,4,2,1,2,0.308,12.00,0,0,0,0,14,1,4,0,0,0 +smithpe02,1990,1,ATL,NL,5,6,13,13,3,0,0,231,77,41,11,24,56,0.260,4.79,2,2,0,1,327,0,45,4,3,7 +smithro01,1990,1,MIN,AL,5,10,32,23,1,1,0,460,191,82,20,47,87,0.313,4.81,4,10,0,0,671,1,91,2,11,11 +smithza01,1990,1,MON,NL,6,7,22,21,1,0,0,418,141,50,11,41,80,0.266,3.23,3,1,3,0,578,0,57,2,2,21 +smithza01,1990,2,PIT,NL,6,2,11,10,3,2,0,228,55,11,4,9,50,0.203,1.30,1,1,0,0,282,1,20,1,1,13 +smoltjo01,1990,1,ATL,NL,14,11,34,34,6,2,0,694,206,99,20,90,170,0.240,3.85,3,14,1,3,966,0,109,9,8,16 +stantmi02,1990,1,ATL,NL,0,3,7,0,0,0,2,21,16,14,1,4,7,0.444,18.00,2,1,1,0,42,4,16,1,0,0 +stewada01,1990,1,OAK,AL,22,11,36,36,11,4,0,801,226,76,16,83,166,0.231,2.56,1,8,5,0,1088,0,84,10,10,23 +stiebda01,1990,1,TOR,AL,18,6,33,33,2,2,0,626,179,68,11,64,125,0.230,2.93,0,5,10,0,861,0,73,6,3,7 +stottme02,1990,1,KCA,AL,0,1,13,2,0,0,0,94,35,17,3,12,14,0.280,4.88,1,0,0,0,138,3,18,1,0,4 +stottto01,1990,1,TOR,AL,13,17,33,33,4,0,0,609,214,98,18,69,115,0.274,4.34,4,6,8,1,866,0,101,3,5,13 +sutclri01,1990,1,CHN,NL,0,2,5,5,0,0,0,64,25,14,2,12,7,0.305,5.91,0,4,0,0,97,0,14,1,2,2 +swanru01,1990,1,SFN,NL,0,1,2,1,0,0,0,7,6,1,0,4,1,0.429,3.86,0,1,0,0,18,0,4,0,0,0 +swanru01,1990,2,SEA,AL,2,3,11,8,0,0,0,141,42,19,3,18,15,0.244,3.64,2,0,0,1,195,0,22,2,3,9 +swiftbi02,1990,1,SEA,AL,6,4,55,8,0,0,6,384,135,34,4,21,42,0.272,2.39,6,8,7,3,533,18,46,5,4,17 +swindgr01,1990,1,CLE,AL,12,9,34,34,3,0,0,644,245,105,27,47,135,0.288,4.40,2,3,1,2,912,0,110,8,6,14 +tananfr01,1990,1,DET,AL,9,8,34,29,1,0,1,529,190,104,25,66,114,0.280,5.31,7,5,9,1,763,4,104,3,7,14 +tapanke01,1990,1,MIN,AL,12,8,28,28,1,1,0,478,164,72,12,29,101,0.264,4.07,2,1,2,0,659,0,75,3,4,9 +taylodo01,1990,1,BAL,AL,0,1,4,0,0,0,0,11,4,1,0,2,4,0.250,2.45,0,1,0,0,18,2,3,0,0,0 +telfoan01,1990,1,BAL,AL,3,3,8,8,0,0,0,109,43,20,4,19,20,0.295,4.95,0,1,1,0,168,0,22,0,2,1 +terrewa01,1990,1,PIT,NL,2,7,16,16,0,0,0,248,98,54,13,33,34,0.295,5.88,1,7,4,2,377,0,59,6,2,11 +terrewa01,1990,2,DET,AL,6,4,13,12,0,0,0,226,86,38,7,24,30,0.290,4.54,3,0,8,0,333,0,39,3,1,10 +terrysc01,1990,1,SLN,NL,2,6,50,2,0,0,2,216,75,38,7,27,35,0.264,4.75,5,2,4,0,323,26,45,3,5,1 +tewksbo01,1990,1,SLN,NL,10,9,28,20,3,2,1,436,151,56,7,15,50,0.267,3.47,3,2,3,0,595,1,67,5,7,9 +thigpbo01,1990,1,CHA,AL,4,6,77,0,0,0,57,266,60,18,5,32,70,0.195,1.83,3,2,1,0,347,73,20,4,3,12 +thompri01,1990,1,MON,NL,0,0,1,0,0,0,0,3,1,0,0,0,0,0.250,0.00,0,0,0,0,4,1,0,0,0,0 +thurmma01,1990,1,SFN,NL,2,3,43,0,0,0,4,170,53,21,6,18,24,0.257,3.34,3,1,0,0,238,16,26,8,6,5 +tibbsja01,1990,1,BAL,AL,2,7,10,10,0,0,0,152,55,32,8,14,23,0.279,5.68,1,2,0,0,215,0,34,2,2,5 +tibbsja01,1990,2,PIT,NL,1,0,5,0,0,0,0,21,7,2,0,2,4,0.259,2.57,0,0,0,0,29,3,2,0,0,1 +tomlira01,1990,1,PIT,NL,4,4,12,12,2,0,0,233,62,22,5,12,42,0.221,2.55,1,1,1,3,297,0,24,2,2,5 +tudorjo01,1990,1,SLN,NL,12,4,25,22,1,1,0,439,120,39,10,30,63,0.225,2.40,4,0,2,0,575,0,48,8,1,7 +valdeef01,1990,1,CLE,AL,1,1,13,0,0,0,0,71,20,8,2,14,13,0.233,3.04,3,1,0,0,104,4,10,1,3,1 +valdera01,1990,1,SDN,NL,0,1,3,0,0,0,0,17,11,7,4,2,3,0.393,11.12,0,0,0,0,30,2,7,0,0,0 +valdese01,1990,1,ATL,NL,0,0,6,0,0,0,0,16,6,4,0,3,3,0.273,6.75,0,1,0,0,26,3,4,1,0,1 +valdese01,1990,2,CLE,AL,6,6,24,13,0,0,0,307,109,54,17,35,63,0.276,4.75,2,3,1,0,440,4,62,4,5,9 +valenfe01,1990,1,LAN,NL,13,13,33,33,5,2,0,612,223,104,19,77,115,0.276,4.59,4,13,0,1,900,0,112,11,4,9 +valerju01,1990,1,NYN,NL,1,1,3,3,0,0,0,39,20,10,1,7,4,0.351,6.92,0,0,0,0,64,0,11,0,0,1 +veresra01,1990,1,ML4,AL,0,3,26,0,0,0,1,125,38,17,5,16,16,0.247,3.67,3,3,1,0,175,12,17,2,2,4 +violafr01,1990,1,NYN,NL,20,12,35,35,7,3,0,749,227,74,15,60,182,0.242,2.67,2,11,2,0,1016,0,83,13,3,17 +vosbeed01,1990,1,SFN,NL,1,1,18,0,0,0,0,73,21,15,3,12,12,0.233,5.55,2,0,0,0,104,5,16,2,0,2 +wagnehe02,1990,1,KCA,AL,0,2,5,5,0,0,0,70,32,21,4,11,14,0.323,8.10,1,3,0,0,112,0,24,0,2,3 +walkbo01,1990,1,PIT,NL,7,5,26,24,1,1,1,389,136,54,17,36,73,0.270,3.75,2,5,4,3,549,1,59,3,3,6 +walkemi01,1990,1,CLE,AL,2,6,18,11,0,0,0,227,82,41,6,42,34,0.277,4.88,4,3,6,1,350,2,49,4,2,11 +walshda01,1990,1,LAN,NL,1,0,20,0,0,0,1,49,15,7,1,6,15,0.242,3.86,1,1,0,1,70,7,12,1,1,0 +wapnist01,1990,1,DET,AL,0,0,4,0,0,0,0,21,8,5,0,10,6,0.296,6.43,0,0,0,0,37,1,5,0,0,1 +wardco02,1990,1,CLE,AL,1,3,22,0,0,0,1,108,31,17,3,21,23,0.238,4.25,4,6,1,0,158,7,17,4,2,3 +warddu01,1990,1,TOR,AL,2,8,73,0,0,0,11,383,101,49,9,42,112,0.221,3.45,10,5,1,0,508,39,51,6,2,14 +waynega01,1990,1,MIN,AL,1,1,38,0,0,0,1,116,38,18,5,13,28,0.255,4.19,0,4,1,0,166,12,19,1,2,4 +wegmabi01,1990,1,ML4,AL,2,2,8,5,1,1,0,89,37,16,6,6,20,0.298,4.85,1,0,0,0,132,0,21,1,1,2 +welchbo01,1990,1,OAK,AL,27,6,35,35,2,2,0,714,214,78,26,77,127,0.242,2.95,4,2,5,2,979,0,90,6,5,25 +wellsda01,1990,1,TOR,AL,11,6,43,25,0,0,3,567,165,66,14,45,115,0.235,3.14,3,7,2,1,759,8,72,9,2,9 +wellste01,1990,1,LAN,NL,1,2,5,5,0,0,0,62,25,18,4,14,18,0.287,7.84,0,1,0,0,102,0,23,1,0,0 +westda01,1990,1,MIN,AL,7,9,29,27,2,0,0,439,142,83,21,78,92,0.256,5.10,1,4,4,1,646,0,88,6,4,16 +westomi01,1990,1,BAL,AL,0,1,9,2,0,0,0,63,28,18,6,6,9,0.322,7.71,1,1,0,0,94,4,20,1,0,3 +wettejo01,1990,1,LAN,NL,2,4,22,5,0,0,0,129,44,23,6,17,36,0.263,4.81,3,8,4,0,190,7,28,1,1,1 +whitewa02,1990,1,NYN,NL,1,0,38,0,0,0,2,197,63,24,5,9,46,0.251,3.29,2,2,0,0,263,16,27,3,0,5 +whitsed01,1990,1,SDN,NL,14,9,32,32,6,3,0,686,215,66,13,47,127,0.251,2.60,8,2,1,0,918,0,73,9,6,16 +wickake01,1990,1,CLE,AL,0,1,10,0,0,0,0,37,14,5,0,4,10,0.304,3.65,0,0,1,0,53,3,6,0,2,0 +wilkide01,1990,1,CHN,NL,0,0,7,0,0,0,1,22,11,8,1,7,3,0.333,9.82,0,3,1,0,41,3,8,0,0,0 +willima05,1990,1,BAL,AL,8,2,49,0,0,0,1,256,65,21,8,28,60,0.215,2.21,2,1,0,0,343,15,25,6,7,9 +willimi02,1990,1,CHN,NL,1,8,59,2,0,0,16,199,60,29,4,50,55,0.239,3.93,6,4,1,2,310,39,38,5,3,3 +willsfr01,1990,1,TOR,AL,6,4,44,4,0,0,0,297,101,52,13,38,72,0.266,4.73,7,1,1,0,422,6,54,2,1,14 +wilsost01,1990,1,CHN,NL,4,9,45,15,1,0,1,417,140,74,17,43,95,0.259,4.79,6,2,2,1,597,5,77,9,3,5 +wilsotr01,1990,1,SFN,NL,8,7,27,17,3,2,0,331,87,49,11,49,66,0.218,4.00,3,5,1,2,457,3,52,6,2,10 +wittbo01,1990,1,TEX,AL,17,10,33,32,7,1,0,666,197,83,12,110,221,0.238,3.36,3,11,4,2,954,1,98,5,6,18 +wittmi01,1990,1,CAL,AL,0,3,10,0,0,0,1,61,19,4,1,13,14,0.250,1.77,2,1,1,0,92,4,9,1,1,2 +wittmi01,1990,2,NYA,AL,5,6,16,16,2,1,0,290,87,48,8,34,60,0.240,4.47,2,6,4,0,406,0,53,0,5,10 +yettri01,1990,1,MIN,AL,0,0,4,0,0,0,0,13,6,1,1,1,2,0.353,2.08,1,0,0,0,19,0,2,1,0,1 +yorkmi01,1990,1,PIT,NL,1,1,4,1,0,0,0,38,13,4,0,5,4,0.277,2.84,0,0,1,1,56,0,5,2,1,1 +youngcl01,1990,1,CAL,AL,1,1,17,0,0,0,0,92,40,12,2,7,19,0.325,3.52,1,1,1,0,137,5,14,2,4,3 +youngcu01,1990,1,OAK,AL,9,6,26,21,0,0,0,373,124,67,17,53,56,0.266,4.85,1,3,2,0,527,0,70,4,2,12 +youngma01,1990,1,SEA,AL,8,18,34,33,7,1,0,676,198,88,15,107,176,0.237,3.51,7,16,6,0,963,0,106,7,7,27 +abbotji01,1991,1,CAL,AL,18,11,34,34,5,1,0,729,222,78,14,73,158,0.244,2.89,6,1,5,4,1002,0,85,7,7,22 +abbotky01,1991,1,CAL,AL,1,2,5,3,0,0,0,59,22,10,2,13,12,0.301,4.58,0,1,1,1,90,0,11,3,0,3 +abbotpa01,1991,1,MIN,AL,3,1,15,3,0,0,0,142,38,25,5,36,43,0.232,4.75,1,5,0,0,210,1,27,7,3,5 +ackerji01,1991,1,TOR,AL,3,5,54,4,0,0,1,265,77,51,16,36,44,0.238,5.20,5,7,2,0,374,11,53,7,5,5 +agostju01,1991,1,SLN,NL,5,3,72,0,0,0,2,258,92,46,4,39,34,0.291,4.81,4,6,8,0,377,22,52,11,3,14 +aguilri01,1991,1,MIN,AL,4,5,63,0,0,0,42,207,44,18,3,30,61,0.183,2.35,6,3,1,0,275,60,20,1,3,6 +akerfda01,1991,1,PHI,NL,2,1,30,0,0,0,0,149,49,29,5,27,31,0.257,5.26,4,4,3,0,229,11,30,6,2,1 +aldresc01,1991,1,DET,AL,2,4,11,11,1,0,0,172,58,33,9,30,35,0.266,5.18,2,3,0,1,253,0,37,3,2,5 +alexage01,1991,1,TEX,AL,5,3,30,9,0,0,0,268,93,52,11,48,50,0.272,5.24,7,3,3,1,402,4,56,6,3,6 +allisda01,1991,1,OAK,AL,1,1,11,0,0,0,0,33,16,9,0,5,4,0.381,7.36,1,0,0,0,49,4,9,1,1,3 +alvarwi01,1991,1,CHA,AL,3,2,10,9,2,1,0,169,47,22,9,29,32,0.230,3.51,0,2,0,0,237,0,26,3,1,9 +anderal02,1991,1,MIN,AL,5,11,29,22,2,0,0,403,148,74,24,42,51,0.281,4.96,4,3,5,0,584,4,82,4,6,9 +anderla02,1991,1,SDN,NL,3,4,38,0,0,0,13,141,39,12,0,13,40,0.232,2.30,3,1,0,0,188,24,13,4,2,2 +appieke01,1991,1,KCA,AL,13,10,34,31,6,3,0,623,205,79,13,61,158,0.255,3.42,3,7,2,1,881,1,97,8,6,12 +aquinlu01,1991,1,KCA,AL,8,4,38,18,1,1,3,471,152,60,10,47,80,0.253,3.44,5,1,4,0,661,9,67,2,7,9 +armstja01,1991,1,CIN,NL,7,13,27,24,1,0,0,419,158,85,25,54,93,0.293,5.48,2,2,2,1,611,1,90,6,9,7 +arnsbbr01,1991,1,TEX,AL,0,1,9,0,0,0,0,29,10,9,5,5,8,0.256,8.38,0,1,0,1,44,2,9,0,0,1 +ashbyan01,1991,1,PHI,NL,1,5,8,8,0,0,0,126,41,28,5,19,26,0.256,6.00,0,6,3,0,186,0,28,1,3,2 +assenpa01,1991,1,CHN,NL,7,8,75,0,0,0,15,308,85,37,10,31,117,0.223,3.24,6,4,3,0,427,31,41,8,4,3 +augusdo01,1991,1,ML4,AL,9,8,28,23,1,1,0,415,166,84,18,47,62,0.301,5.47,2,5,3,0,613,3,87,9,3,16 +austiji02,1991,1,ML4,AL,0,0,5,0,0,0,0,26,8,8,1,11,3,0.276,8.31,1,1,3,0,46,1,8,2,1,2 +averyst01,1991,1,ATL,NL,18,8,35,35,3,1,0,631,189,79,21,65,137,0.240,3.38,0,4,3,1,868,0,89,8,4,17 +bailesc01,1991,1,CAL,AL,1,2,42,0,0,0,0,155,41,24,5,22,41,0.218,4.18,5,2,4,0,219,14,26,3,2,2 +ballaje01,1991,1,BAL,AL,6,12,26,22,0,0,0,371,153,77,16,28,37,0.302,5.60,2,3,2,1,540,1,91,1,3,11 +bankhsc01,1991,1,SEA,AL,3,6,17,9,0,0,0,182,73,33,8,21,28,0.297,4.90,2,0,2,0,271,2,35,0,2,5 +bankswi01,1991,1,MIN,AL,1,1,5,3,0,0,0,52,21,11,1,12,16,0.288,5.71,0,3,0,0,85,2,15,0,0,2 +bannifl01,1991,1,CAL,AL,0,0,16,0,0,0,0,75,25,11,5,10,16,0.266,3.96,1,1,0,0,104,2,12,0,0,5 +barfijo01,1991,1,TEX,AL,4,4,28,9,0,0,1,250,96,42,11,22,27,0.289,4.54,3,0,0,2,361,4,51,3,4,5 +barnebr01,1991,1,MON,NL,5,8,28,27,1,0,0,480,135,75,16,84,117,0.233,4.22,2,5,6,1,684,0,82,9,5,10 +bautijo01,1991,1,BAL,AL,0,1,5,0,0,0,0,16,13,10,1,5,3,0.464,16.88,0,1,1,0,34,3,10,0,0,0 +beaslch01,1991,1,CAL,AL,0,1,22,0,0,0,0,80,26,10,2,10,14,0.257,3.38,1,2,1,0,113,8,14,0,1,3 +beattbl01,1991,1,NYN,NL,0,0,5,0,0,0,0,29,9,3,0,4,7,0.250,2.79,1,1,0,0,42,1,3,1,1,0 +beckro01,1991,1,SFN,NL,1,1,31,0,0,0,1,157,53,22,4,13,38,0.273,3.78,2,0,1,0,214,10,22,4,2,4 +bedrost01,1991,1,MIN,AL,5,3,56,0,0,0,6,232,70,38,11,35,44,0.243,4.42,6,2,3,0,332,22,42,2,4,6 +belchti01,1991,1,LAN,NL,10,9,33,33,2,1,0,628,189,61,10,75,156,0.240,2.62,3,7,2,0,880,0,76,11,3,15 +belinst01,1991,1,PIT,NL,7,5,60,0,0,0,16,235,50,30,10,35,71,0.184,3.45,4,2,4,0,318,37,30,4,3,2 +beller01,1991,1,CLE,AL,4,0,10,0,0,0,0,54,5,1,0,5,7,0.091,0.50,0,0,1,0,61,3,2,0,0,3 +benesan01,1991,1,SDN,NL,15,11,33,33,4,1,0,669,194,75,23,59,167,0.232,3.03,7,3,4,4,908,0,76,5,4,11 +berenju01,1991,1,ATL,NL,0,3,49,0,0,0,17,193,43,16,5,20,53,0.189,2.24,2,0,3,0,255,35,18,2,2,3 +bielemi01,1991,1,CHN,NL,13,11,39,25,0,0,0,516,169,86,18,54,72,0.262,4.50,6,6,2,0,718,8,91,10,6,15 +bielemi01,1991,2,ATL,NL,0,0,2,0,0,0,0,5,2,0,0,2,3,0.286,0.00,0,0,0,0,9,1,0,0,0,0 +bitkejo01,1991,1,TEX,AL,1,0,9,0,0,0,0,44,17,11,4,8,16,0.274,6.75,3,2,0,0,70,2,11,0,0,0 +blackbu02,1991,1,SFN,NL,12,16,34,34,3,3,0,643,201,95,25,71,104,0.251,3.99,8,6,4,6,893,0,104,11,7,20 +blairwi01,1991,1,CLE,AL,2,3,11,5,0,0,0,108,58,27,7,10,13,0.377,6.75,0,1,1,0,168,1,27,1,2,7 +boddimi01,1991,1,KCA,AL,12,12,30,29,1,0,0,542,188,82,13,59,79,0.272,4.08,0,3,13,2,775,1,89,10,1,18 +boevejo01,1991,1,PHI,NL,3,5,68,0,0,0,0,295,90,42,10,54,89,0.245,3.84,11,6,0,1,431,27,45,3,6,2 +bohanbr01,1991,1,TEX,AL,4,3,11,11,1,0,0,184,66,33,4,23,34,0.274,4.84,0,3,2,1,273,0,35,2,5,3 +boltoto01,1991,1,BOS,AL,8,9,25,19,0,0,0,330,136,64,16,51,64,0.308,5.24,2,3,1,0,499,4,72,2,4,18 +bonesri01,1991,1,SDN,NL,4,6,11,11,0,0,0,162,57,29,3,18,31,0.269,4.83,0,4,0,0,234,0,33,0,4,4 +bosioch01,1991,1,ML4,AL,14,10,32,32,5,1,0,614,187,74,15,58,117,0.244,3.25,0,5,8,0,840,0,80,2,6,22 +boskish01,1991,1,CHN,NL,4,9,28,20,0,0,0,387,150,75,14,52,62,0.294,5.23,4,1,5,1,582,2,78,8,6,9 +bouchde01,1991,1,TOR,AL,0,3,7,7,0,0,0,106,39,18,6,16,16,0.279,4.58,1,0,2,4,162,0,20,3,1,2 +bouchde01,1991,2,CLE,AL,1,4,5,5,0,0,0,68,35,21,6,8,13,0.350,8.34,0,1,0,0,108,0,21,0,0,2 +bowenry01,1991,1,HOU,NL,6,4,14,13,0,0,0,215,73,41,4,36,49,0.268,5.15,1,8,3,1,319,0,43,2,6,5 +boydoi01,1991,1,MON,NL,6,8,19,19,1,1,0,361,115,47,9,40,82,0.256,3.52,2,2,0,3,496,0,49,2,4,7 +boydoi01,1991,2,TEX,AL,2,7,12,12,0,0,0,186,81,46,12,17,33,0.314,6.68,1,0,0,1,277,0,47,2,0,3 +brantcl01,1991,1,PHI,NL,2,2,6,5,0,0,0,95,26,12,0,19,25,0.228,3.41,0,2,2,0,140,0,12,2,3,1 +brantje01,1991,1,SFN,NL,5,2,67,0,0,0,15,286,78,26,8,52,81,0.225,2.45,10,6,5,0,411,39,27,4,4,6 +briscjo01,1991,1,OAK,AL,0,0,11,0,0,0,0,42,12,11,3,10,9,0.235,7.07,0,3,0,0,62,9,11,0,1,3 +brosste01,1991,1,NYN,NL,0,0,8,0,0,0,0,30,7,2,1,3,5,0.200,1.80,0,0,0,0,39,4,2,1,0,1 +brownke01,1991,1,TEX,AL,9,12,33,33,0,0,0,632,233,103,17,90,96,0.284,4.40,5,12,13,3,934,0,116,6,4,30 +brownke02,1991,1,CIN,NL,0,0,11,0,0,0,0,36,15,3,0,6,4,0.306,2.25,1,1,0,0,56,3,4,1,0,0 +brownke03,1991,1,ML4,AL,2,4,15,10,0,0,0,191,66,39,6,34,30,0.270,5.51,2,6,1,0,285,0,39,5,1,6 +brownto05,1991,1,CIN,NL,14,14,36,36,1,0,0,691,241,107,32,56,115,0.266,4.18,4,3,4,1,983,0,124,8,9,13 +burbada01,1991,1,SEA,AL,2,2,22,2,0,0,1,110,34,15,6,14,16,0.245,3.68,3,1,0,0,153,11,16,0,0,5 +burkejo03,1991,1,SFN,NL,12,11,36,34,3,1,0,620,223,96,19,60,131,0.277,4.18,2,5,10,0,890,0,103,8,8,14 +burketi01,1991,1,MON,NL,3,4,37,0,0,0,5,138,41,21,3,14,25,0.243,4.11,6,1,4,0,190,16,24,2,1,8 +burketi01,1991,2,NYN,NL,3,3,35,0,0,0,1,167,55,17,5,12,34,0.255,2.75,2,2,0,0,231,15,22,1,2,6 +burnsto02,1991,1,OAK,AL,1,0,9,0,0,0,0,40,10,5,2,8,3,0.217,3.38,1,1,0,0,57,5,5,1,2,2 +cadargr01,1991,1,NYA,AL,8,6,68,5,0,0,3,365,110,49,8,59,105,0.246,3.62,6,3,2,1,517,17,52,6,3,14 +campbke01,1991,1,OAK,AL,1,0,14,0,0,0,0,69,13,7,4,14,16,0.167,2.74,0,0,1,0,94,2,7,1,0,2 +candejo01,1991,1,LAN,NL,1,1,59,0,0,0,2,101,31,14,3,11,38,0.252,3.74,2,1,0,1,138,10,16,1,3,6 +candito01,1991,1,CLE,AL,7,6,15,15,3,0,0,325,88,27,6,28,86,0.218,2.24,0,6,2,0,442,0,35,1,7,3 +candito01,1991,2,TOR,AL,6,7,19,19,3,0,0,389,114,43,6,45,81,0.236,2.98,1,5,4,0,539,0,47,3,4,6 +capelmi01,1991,1,HOU,NL,1,3,25,0,0,0,3,98,33,11,3,15,23,0.266,3.03,1,0,0,0,143,13,14,3,1,2 +carmado01,1991,1,CIN,NL,0,2,28,0,0,0,1,108,40,21,8,19,15,0.286,5.25,1,2,1,0,164,10,23,3,1,1 +carpecr01,1991,1,SLN,NL,10,4,59,0,0,0,0,198,53,31,6,20,47,0.220,4.23,9,1,0,0,266,19,31,3,2,2 +carream01,1991,1,PHI,NL,0,0,3,0,0,0,0,10,5,6,1,3,2,0.333,16.20,0,0,2,0,20,1,6,0,0,0 +carteje01,1991,1,CHA,AL,0,1,5,2,0,0,0,36,8,7,1,5,2,0.182,5.25,0,0,0,0,49,1,8,0,0,2 +carych01,1991,1,NYA,AL,1,6,10,9,0,0,0,160,61,35,6,32,34,0.285,5.91,2,2,0,1,247,0,35,1,0,7 +casiala01,1991,1,MIN,AL,0,0,15,0,0,0,0,55,28,15,4,7,6,0.354,7.36,2,2,1,0,87,4,16,0,0,3 +castifr01,1991,1,CHN,NL,6,7,18,18,4,0,0,335,107,54,5,33,73,0.252,4.35,2,5,0,1,467,0,56,6,3,5 +castito02,1991,1,ATL,NL,1,1,7,0,0,0,0,26,13,7,3,5,8,0.342,7.27,0,0,0,0,44,5,9,1,0,0 +castito02,1991,2,NYN,NL,1,0,10,3,0,0,0,71,27,5,1,6,10,0.284,1.90,1,0,0,0,104,1,7,1,1,1 +cerutjo01,1991,1,DET,AL,3,6,38,8,1,0,2,266,94,45,9,37,29,0.276,4.57,9,4,2,1,389,10,49,7,3,7 +chapida01,1991,1,NYA,AL,0,1,3,0,0,0,0,16,3,3,0,6,5,0.158,5.06,0,2,0,0,25,2,3,0,0,0 +charlno01,1991,1,CIN,NL,3,5,39,11,0,0,1,325,92,35,6,34,77,0.236,2.91,4,11,6,0,438,10,37,7,1,10 +chiamsc01,1991,1,TEX,AL,1,0,5,5,0,0,0,67,26,10,1,12,8,0.295,4.03,0,0,0,0,101,0,11,1,0,4 +chitrst01,1991,1,OAK,AL,1,4,56,0,0,0,4,181,59,29,8,32,47,0.258,4.33,4,2,4,1,271,20,31,4,2,5 +chrismi02,1991,1,LAN,NL,0,0,3,0,0,0,0,12,2,0,0,3,2,0.167,0.00,0,0,0,0,15,2,0,0,0,2 +clancji01,1991,1,HOU,NL,0,3,30,0,0,0,5,165,37,17,5,20,33,0.193,2.78,3,5,0,0,215,13,19,1,2,4 +clancji01,1991,2,ATL,NL,3,2,24,0,0,0,3,104,36,22,3,14,17,0.267,5.71,1,5,1,0,153,9,23,1,2,2 +clarkma01,1991,1,SLN,NL,1,1,7,2,0,0,0,67,17,10,3,11,13,0.215,4.03,0,2,0,0,93,1,10,0,3,0 +clemepa01,1991,1,SDN,NL,1,0,12,0,0,0,0,43,13,6,0,9,8,0.255,3.77,4,0,0,0,63,4,8,0,3,3 +clemero02,1991,1,BOS,AL,18,10,35,35,13,4,0,814,219,79,15,65,241,0.221,2.62,12,6,5,0,1077,0,93,6,8,17 +combspa01,1991,1,PHI,NL,2,6,14,13,1,0,0,193,64,35,7,43,41,0.254,4.90,1,7,2,0,300,0,41,1,2,6 +comstke01,1991,1,SEA,AL,0,0,1,0,0,0,0,1,2,2,0,1,0,0.667,54.00,0,0,0,0,4,0,2,0,0,0 +coneda01,1991,1,NYN,NL,14,14,34,34,5,2,0,698,204,85,13,73,241,0.235,3.29,2,17,5,1,966,0,95,13,7,8 +cookde01,1991,1,LAN,NL,1,0,20,1,0,0,0,53,12,1,0,7,8,0.203,0.51,1,0,0,0,69,5,3,1,2,2 +corbiar01,1991,1,KCA,AL,0,0,2,0,0,0,0,7,3,1,0,2,1,0.300,3.86,0,0,0,1,12,2,1,0,0,0 +cormirh01,1991,1,SLN,NL,4,5,11,10,2,0,0,203,74,31,5,8,38,0.277,4.12,1,2,2,1,281,1,35,1,3,6 +corsiji01,1991,1,HOU,NL,0,5,47,0,0,0,0,233,76,32,6,23,53,0.259,3.71,5,1,0,1,322,15,37,3,2,9 +costejo01,1991,1,SDN,NL,1,0,27,0,0,0,0,105,37,12,2,17,24,0.276,3.09,3,2,0,0,157,6,15,4,2,5 +coxda01,1991,1,PHI,NL,4,6,23,17,0,0,0,307,98,52,14,39,46,0.258,4.57,2,7,1,1,433,2,57,6,7,6 +crawfst01,1991,1,KCA,AL,3,2,33,0,0,0,1,140,60,31,3,18,38,0.311,5.98,5,5,1,0,216,17,31,1,3,1 +crewsti01,1991,1,LAN,NL,2,3,60,0,0,0,6,228,75,29,7,19,53,0.256,3.43,11,3,0,1,318,17,30,4,2,2 +crimch01,1991,1,ML4,AL,8,5,66,0,0,0,3,274,115,47,9,25,39,0.305,4.63,9,3,2,3,408,29,52,3,1,7 +daltomi01,1991,1,DET,AL,0,0,4,0,0,0,0,24,12,3,2,2,4,0.333,3.38,0,2,0,0,38,1,3,0,0,1 +darliro01,1991,1,NYN,NL,5,6,17,17,0,0,0,307,96,44,9,28,58,0.251,3.87,1,9,6,4,427,0,50,7,4,4 +darliro01,1991,2,MON,NL,0,2,3,3,0,0,0,51,25,14,6,5,11,0.333,7.41,0,4,1,0,81,0,16,0,0,1 +darliro01,1991,3,OAK,AL,3,7,12,12,0,0,0,225,64,34,7,38,60,0.237,4.08,2,3,2,1,319,0,34,5,4,5 +darwida01,1991,1,BOS,AL,3,6,12,12,0,0,0,204,71,39,15,15,42,0.263,5.16,1,2,4,0,292,0,39,1,2,1 +dascedo01,1991,1,CHN,NL,0,0,3,0,0,0,0,12,2,0,0,2,2,0.154,0.00,0,0,0,0,15,3,0,0,0,1 +davisma01,1991,1,KCA,AL,6,3,29,5,0,0,1,188,55,31,6,39,47,0.240,4.45,0,1,1,0,276,8,36,2,5,6 +davisst02,1991,1,KCA,AL,3,9,51,9,1,1,2,343,140,63,11,46,53,0.306,4.96,9,1,1,0,515,22,69,6,4,16 +dayleke01,1991,1,TOR,AL,0,0,8,0,0,0,0,13,7,3,0,5,3,0.368,6.23,0,2,1,0,26,3,3,0,1,0 +dejesjo01,1991,1,PHI,NL,10,9,31,29,3,0,1,545,147,69,7,128,118,0.224,3.42,4,10,4,0,801,1,74,11,3,17 +delarfr01,1991,1,BAL,AL,0,0,2,0,0,0,0,12,6,2,0,2,1,0.353,4.50,0,0,0,0,20,1,3,0,1,0 +deleojo01,1991,1,SLN,NL,5,9,28,28,1,0,0,488,144,49,15,61,118,0.239,2.71,1,1,6,1,679,0,57,5,4,8 +delucri01,1991,1,SEA,AL,12,13,32,31,0,0,0,546,176,103,31,78,98,0.260,5.09,4,10,4,0,779,0,107,5,14,13 +dempsri01,1991,1,ML4,AL,0,0,2,0,0,0,0,6,3,1,0,1,0,0.333,4.50,0,0,0,0,10,2,1,0,0,0 +deshaji01,1991,1,HOU,NL,5,12,28,28,1,0,0,483,156,89,19,72,98,0.259,4.98,5,0,1,5,686,0,90,4,7,12 +dibblro01,1991,1,CIN,NL,3,5,67,0,0,0,31,247,67,29,5,25,124,0.223,3.17,2,5,0,0,334,57,32,5,3,1 +dopsojo01,1991,1,BOS,AL,0,0,1,0,0,0,0,3,2,2,0,1,0,0.500,18.00,0,0,0,0,6,1,2,0,1,0 +downske01,1991,1,SFN,NL,10,4,45,11,0,0,0,335,99,52,12,53,62,0.239,4.19,9,4,3,1,479,4,59,4,4,10 +drabedo01,1991,1,PIT,NL,15,14,35,35,5,2,0,704,245,80,16,62,142,0.274,3.07,6,5,3,0,977,0,92,12,6,15 +drahmbr01,1991,1,CHA,AL,3,2,28,0,0,0,0,92,21,11,4,13,18,0.193,3.23,1,0,0,0,125,8,12,2,1,2 +dreesto01,1991,1,CHA,AL,0,0,4,0,0,0,0,22,10,10,4,6,2,0.345,12.27,0,2,0,0,37,1,10,1,1,1 +dresski01,1991,1,OAK,AL,3,3,7,7,0,0,0,104,33,21,5,21,17,0.244,5.45,0,3,0,0,159,0,28,2,1,2 +eckerde01,1991,1,OAK,AL,5,4,67,0,0,0,43,228,60,25,11,9,87,0.208,2.96,3,1,1,0,299,59,26,1,0,0 +edensto01,1991,1,MIN,AL,2,2,8,6,0,0,0,99,34,15,2,10,19,0.256,4.09,1,1,0,0,143,0,15,0,0,1 +edwarwa01,1991,1,CHA,AL,0,2,13,0,0,0,0,70,22,10,2,17,12,0.259,3.86,3,2,0,0,106,3,14,2,2,5 +eglofbr01,1991,1,CLE,AL,0,0,6,0,0,0,0,17,8,3,0,4,8,0.333,4.76,1,2,0,0,28,2,3,0,0,1 +eichhma01,1991,1,CAL,AL,3,3,70,0,0,0,1,245,63,18,2,13,49,0.219,1.98,1,0,2,0,311,23,21,5,3,11 +eilanda01,1991,1,NYA,AL,2,5,18,13,0,0,0,218,87,43,10,23,18,0.302,5.33,1,0,3,0,317,4,51,0,3,13 +eldreca01,1991,1,ML4,AL,2,0,3,3,0,0,0,48,20,8,2,6,10,0.299,4.50,0,0,0,0,73,0,9,0,0,1 +ericksc01,1991,1,MIN,AL,20,8,32,32,5,3,0,612,189,72,13,71,108,0.248,3.18,3,4,6,0,851,0,80,5,7,22 +espinal01,1991,1,NYA,AL,0,0,1,0,0,0,0,2,0,0,0,0,0,0.000,0.00,0,0,0,0,2,1,0,0,0,0 +fajarhe01,1991,1,PIT,NL,0,0,2,2,0,0,0,19,10,7,0,7,8,0.357,9.95,0,3,0,0,35,0,7,0,0,0 +fajarhe01,1991,2,TEX,AL,0,2,4,3,0,0,0,57,25,12,2,4,15,0.329,5.68,0,0,1,0,84,1,13,0,3,0 +farrst01,1991,1,NYA,AL,5,5,60,0,0,0,23,210,57,17,4,20,60,0.219,2.19,3,2,5,0,285,48,19,0,0,8 +fasseje01,1991,1,MON,NL,2,5,51,0,0,0,8,166,39,15,1,17,42,0.196,2.44,1,4,1,0,223,30,17,6,0,4 +fernaal01,1991,1,CHA,AL,9,13,34,32,2,0,0,575,186,96,16,88,145,0.259,4.51,2,4,2,1,827,1,100,7,11,13 +fernasi01,1991,1,NYN,NL,1,3,8,8,0,0,0,132,36,14,4,9,31,0.222,2.86,0,0,0,0,177,0,18,5,1,1 +fettemi01,1991,1,CAL,AL,2,5,19,4,0,0,0,134,53,24,4,28,24,0.305,4.84,2,4,3,0,206,8,29,1,0,8 +finlech01,1991,1,CAL,AL,18,9,34,34,4,2,0,682,205,96,23,101,171,0.244,3.80,1,6,8,3,955,0,102,4,3,21 +flanami01,1991,1,BAL,AL,2,7,64,1,0,0,3,295,84,26,6,25,55,0.236,2.38,6,2,3,2,391,24,27,4,3,12 +flemida01,1991,1,SEA,AL,1,0,9,3,0,0,0,53,19,13,3,3,11,0.284,6.62,0,1,3,0,73,3,13,0,0,3 +fossato01,1991,1,BOS,AL,3,2,64,0,0,0,1,171,49,22,3,28,29,0.236,3.47,9,2,3,0,244,18,27,5,0,9 +fostest01,1991,1,CIN,NL,0,0,11,0,0,0,0,42,7,3,1,4,11,0.143,1.93,0,0,0,0,53,5,5,0,0,1 +francjo01,1991,1,NYN,NL,5,9,52,0,0,0,30,166,61,18,2,18,45,0.271,2.93,4,6,1,0,247,48,27,3,0,6 +frasewi01,1991,1,TOR,AL,0,2,13,1,0,0,0,79,33,18,4,11,12,0.303,6.15,2,2,3,0,123,6,20,0,0,2 +frasewi01,1991,2,SLN,NL,3,3,35,0,0,0,0,148,44,27,9,21,25,0.242,4.93,3,4,3,0,210,16,28,1,3,4 +freemma02,1991,1,ATL,NL,1,0,34,0,0,0,1,144,37,16,2,13,34,0.214,3.00,1,4,2,0,190,6,19,1,1,6 +freyst01,1991,1,MON,NL,0,1,31,0,0,0,1,119,43,22,3,23,21,0.281,4.99,4,3,1,1,182,5,31,3,2,6 +frohwto01,1991,1,BAL,AL,7,3,51,0,0,0,3,289,64,20,2,29,77,0.190,1.87,3,0,1,0,372,10,24,4,1,9 +gakelda01,1991,1,DET,AL,1,4,31,7,0,0,2,221,73,47,5,39,43,0.256,5.74,6,7,1,0,331,11,52,3,3,3 +garcira03,1991,1,CHA,AL,4,4,16,15,0,0,0,235,79,47,13,31,40,0.269,5.40,2,0,2,2,332,0,50,3,2,7 +gardimi01,1991,1,BOS,AL,9,10,22,22,0,0,0,390,140,70,18,47,91,0.274,4.85,2,1,0,0,562,0,79,1,3,11 +gardnch01,1991,1,HOU,NL,1,2,5,4,0,0,0,74,19,11,5,14,12,0.218,4.01,1,0,0,0,103,0,12,2,0,2 +gardnma01,1991,1,MON,NL,9,11,27,27,0,0,0,505,139,72,17,75,107,0.230,3.85,1,2,4,1,692,0,78,7,2,8 +gardnwe01,1991,1,SDN,NL,0,1,14,0,0,0,1,61,27,16,1,12,9,0.310,7.08,1,1,0,0,99,2,16,0,0,1 +gardnwe01,1991,2,KCA,AL,0,0,3,0,0,0,0,17,5,1,0,2,3,0.217,1.59,0,0,0,0,26,2,4,0,0,0 +garresc01,1991,1,SFN,NL,1,1,8,3,0,0,0,59,25,14,5,9,8,0.313,6.41,0,0,0,0,90,2,14,0,1,2 +georgch01,1991,1,ML4,AL,0,0,2,1,0,0,0,18,8,2,0,0,2,0.333,3.00,0,0,0,0,25,1,2,0,1,1 +gibsopa01,1991,1,DET,AL,5,7,68,0,0,0,8,288,112,49,10,48,52,0.297,4.59,8,4,3,0,432,28,51,2,2,13 +glavito02,1991,1,ATL,NL,20,11,34,34,9,1,0,740,201,70,17,69,192,0.222,2.55,6,10,2,2,989,0,83,7,6,19 +gleatje01,1991,1,DET,AL,3,2,47,0,0,0,2,226,74,34,7,39,47,0.269,4.06,8,1,0,1,319,16,37,1,4,7 +goodedw01,1991,1,NYN,NL,13,7,27,27,3,1,0,570,185,76,12,56,150,0.257,3.60,2,5,3,2,789,0,80,5,4,15 +gordoto01,1991,1,KCA,AL,9,14,45,14,1,0,1,474,129,68,16,87,167,0.221,3.87,6,5,4,0,684,11,76,5,3,8 +gossari01,1991,1,TEX,AL,4,2,44,0,0,0,1,121,33,16,4,16,28,0.228,3.57,1,3,3,0,167,16,16,3,0,1 +gottji01,1991,1,LAN,NL,4,3,55,0,0,0,2,228,63,25,5,32,73,0.223,2.96,7,6,1,3,322,26,28,6,1,6 +gozzoma01,1991,1,CLE,AL,0,0,2,2,0,0,0,14,9,10,0,7,3,0.450,19.29,0,2,0,0,28,0,10,0,1,2 +grahejo01,1991,1,CAL,AL,3,7,18,10,1,0,0,219,84,39,2,33,40,0.288,4.81,0,2,3,0,330,2,43,1,1,4 +gratema01,1991,1,SLN,NL,0,0,3,0,0,0,0,9,5,0,0,2,0,0.385,0.00,0,0,0,0,15,2,0,0,0,0 +grayje01,1991,1,BOS,AL,2,3,50,0,0,0,1,185,39,16,7,10,41,0.181,2.34,4,2,1,0,231,20,17,3,1,3 +greento01,1991,1,PHI,NL,13,7,36,27,3,2,0,623,177,78,19,66,154,0.230,3.38,4,9,3,1,857,3,85,9,11,9 +grimsja01,1991,1,PHI,NL,1,7,12,12,0,0,0,183,54,33,4,41,42,0.242,4.87,3,14,3,0,272,0,34,3,2,5 +grosske01,1991,1,LAN,NL,10,11,46,10,0,0,3,347,123,46,10,50,95,0.275,3.58,6,3,2,0,509,16,55,6,4,6 +grosski01,1991,1,CIN,NL,6,4,29,9,1,0,0,257,93,33,8,40,40,0.279,3.47,2,5,0,1,381,6,43,6,2,11 +gubicma01,1991,1,KCA,AL,9,12,26,26,0,0,0,399,168,84,10,42,89,0.308,5.68,1,5,6,0,601,0,90,3,5,14 +guettle01,1991,1,NYA,AL,3,4,64,0,0,0,6,264,91,36,6,25,35,0.268,3.68,5,4,3,0,376,37,42,4,4,11 +gullibi01,1991,1,DET,AL,20,9,35,35,4,0,0,679,256,98,22,44,91,0.288,3.90,13,4,4,0,954,0,109,8,8,22 +gundeer01,1991,1,SFN,NL,0,0,2,0,0,0,1,10,6,2,0,1,2,0.353,5.40,0,0,0,0,18,1,4,0,0,0 +guthrma01,1991,1,MIN,AL,7,5,41,12,0,0,2,294,116,47,11,41,72,0.303,4.32,2,7,1,0,432,13,52,4,3,16 +guzmajo01,1991,1,TEX,AL,13,7,25,25,5,1,0,509,152,58,10,84,125,0.239,3.08,1,8,4,1,730,0,67,2,3,11 +guzmajo02,1991,1,OAK,AL,1,0,5,0,0,0,0,15,11,5,0,2,3,0.500,9.00,0,0,0,0,24,1,5,0,0,3 +guzmaju01,1991,1,TOR,AL,10,3,23,23,1,0,0,416,98,46,6,66,123,0.197,2.99,0,10,4,0,574,0,53,2,5,7 +haasda01,1991,1,DET,AL,1,0,11,0,0,0,0,32,8,8,1,12,6,0.242,6.75,3,1,1,0,50,0,8,2,2,3 +habyajo01,1991,1,NYA,AL,4,2,66,0,0,0,2,270,73,23,2,20,70,0.225,2.30,2,1,2,2,349,16,28,2,1,10 +hammaat01,1991,1,SDN,NL,0,1,1,1,0,0,0,14,8,3,0,3,1,0.364,5.79,0,1,0,0,27,0,7,2,0,1 +hammoch01,1991,1,CIN,NL,7,7,20,18,0,0,0,299,92,45,4,48,50,0.250,4.06,3,3,2,0,425,0,51,6,1,13 +haneych01,1991,1,MON,NL,3,7,16,16,0,0,0,254,94,38,6,43,51,0.280,4.04,1,9,1,0,387,0,49,6,1,5 +hansoer01,1991,1,SEA,AL,8,8,27,27,2,1,0,524,182,74,16,56,143,0.269,3.81,2,14,2,1,744,0,82,2,8,16 +harkemi01,1991,1,CHN,NL,0,2,4,4,0,0,0,56,21,11,3,6,15,0.273,5.30,1,1,0,0,84,0,11,0,1,1 +harnipe01,1991,1,HOU,NL,12,9,33,33,4,2,0,650,169,65,14,83,172,0.212,2.70,3,5,5,2,900,0,71,9,7,6 +harrige01,1991,1,SEA,AL,0,0,8,0,0,0,1,40,15,6,1,10,6,0.273,4.05,3,1,0,0,66,3,8,1,0,1 +harrigr01,1991,1,BOS,AL,11,12,53,21,1,0,2,519,157,74,13,69,127,0.243,3.85,5,6,5,1,731,15,79,4,8,17 +harrigr02,1991,1,SDN,NL,9,5,20,20,3,2,0,399,116,33,16,27,95,0.233,2.23,6,2,1,0,537,0,42,9,2,3 +harrire01,1991,1,OAK,AL,0,0,2,0,0,0,0,9,5,4,0,3,2,0.455,12.00,1,2,0,0,15,1,4,0,1,2 +hartlmi01,1991,1,LAN,NL,2,0,40,0,0,0,1,171,53,28,7,37,44,0.245,4.42,7,8,3,1,258,11,29,1,1,4 +hartlmi01,1991,2,PHI,NL,2,1,18,0,0,0,1,79,21,11,4,10,19,0.219,3.76,1,2,3,1,110,5,11,1,0,2 +harvebr01,1991,1,CAL,AL,2,4,67,0,0,0,46,236,51,14,6,17,101,0.178,1.60,3,2,1,2,309,63,20,3,2,3 +hawkian01,1991,1,NYA,AL,0,2,4,3,0,0,0,38,23,14,5,6,5,0.383,9.95,0,1,0,0,66,1,15,0,0,0 +hawkian01,1991,2,OAK,AL,4,4,15,14,1,0,0,231,68,41,5,36,40,0.237,4.79,0,0,5,1,333,1,41,2,3,2 +heatone01,1991,1,PIT,NL,3,3,42,1,0,0,0,206,72,33,6,21,34,0.275,4.33,2,0,4,1,293,5,37,3,3,6 +henketo01,1991,1,TOR,AL,0,2,49,0,0,0,32,151,33,13,4,11,53,0.184,2.32,2,1,0,0,190,43,13,0,0,4 +hennemi01,1991,1,DET,AL,10,2,60,0,0,0,21,253,81,27,2,34,61,0.258,2.88,8,5,0,0,358,50,29,5,5,10 +henrydo01,1991,1,ML4,AL,2,1,32,0,0,0,15,108,16,4,1,14,28,0.133,1.00,1,0,0,0,137,25,4,1,2,1 +henrydw01,1991,1,HOU,NL,3,2,52,0,0,0,2,203,51,24,7,39,51,0.219,3.19,7,5,2,0,282,25,25,6,2,3 +hentgpa01,1991,1,TOR,AL,0,0,3,1,0,0,0,22,5,2,1,3,3,0.208,2.45,0,1,2,0,30,1,2,1,0,1 +heredgi01,1991,1,SFN,NL,0,2,7,4,0,0,0,99,27,14,4,7,13,0.233,3.82,2,1,0,0,126,1,14,2,1,4 +hernaje02,1991,1,SDN,NL,0,0,9,0,0,0,2,43,8,0,0,5,9,0.157,0.00,0,2,0,0,56,7,1,0,0,1 +hernaro01,1991,1,CHA,AL,1,0,9,3,0,0,0,45,18,13,1,7,6,0.290,7.80,0,1,0,0,69,1,15,0,0,2 +hernaxa01,1991,1,HOU,NL,2,7,32,6,0,0,3,189,66,33,6,32,55,0.263,4.71,7,0,0,0,285,8,34,1,1,4 +hershor01,1991,1,LAN,NL,7,2,21,21,0,0,0,336,112,43,3,32,73,0.259,3.46,6,2,5,4,473,0,43,2,1,8 +heskejo01,1991,1,BOS,AL,12,4,39,17,0,0,0,460,142,56,19,53,104,0.250,3.29,3,8,0,0,631,5,59,7,3,19 +hibbagr01,1991,1,CHA,AL,11,11,32,29,5,0,0,582,196,93,23,57,71,0.266,4.31,1,1,2,0,806,1,107,8,2,27 +hickebr01,1991,1,SFN,NL,2,2,17,6,0,0,0,150,53,20,3,17,43,0.275,3.60,3,2,0,0,212,4,20,2,0,6 +hickeke01,1991,1,BAL,AL,1,0,19,0,0,0,0,42,15,14,3,6,10,0.278,9.00,0,0,0,0,62,6,14,0,2,1 +higuete01,1991,1,ML4,AL,3,2,7,6,0,0,0,109,37,18,2,10,33,0.262,4.46,0,0,1,0,153,1,18,0,1,4 +hillesh01,1991,1,CLE,AL,3,4,51,3,0,0,7,249,67,40,7,46,66,0.223,4.34,7,5,2,0,359,31,42,4,7,6 +hillke01,1991,1,SLN,NL,11,10,30,30,0,0,0,544,147,72,15,67,121,0.224,3.57,4,7,6,1,743,0,76,7,7,11 +hillmi01,1991,1,CIN,NL,1,1,22,0,0,0,0,100,36,14,1,8,20,0.295,3.78,2,1,0,0,137,8,14,4,3,4 +holmabr01,1991,1,SEA,AL,13,14,30,30,5,3,0,586,199,80,16,77,108,0.268,3.69,0,8,10,1,839,0,86,6,3,21 +holmeda01,1991,1,ML4,AL,1,4,40,0,0,0,3,229,90,40,6,27,59,0.295,4.72,1,6,1,0,344,9,43,8,3,5 +honeyri01,1991,1,OAK,AL,2,4,43,0,0,0,0,113,37,15,3,20,26,0.261,3.58,3,0,2,0,167,7,16,2,1,3 +horsmvi01,1991,1,TOR,AL,0,0,4,0,0,0,0,12,2,0,0,3,2,0.167,0.00,1,0,0,0,16,2,0,1,0,0 +houghch01,1991,1,CHA,AL,9,10,31,29,4,1,0,598,167,89,21,94,107,0.229,4.02,0,5,11,1,858,1,98,8,16,12 +howelja01,1991,1,LAN,NL,6,5,44,0,0,0,16,153,39,18,3,11,40,0.213,3.18,3,0,1,0,202,35,19,5,2,1 +howest01,1991,1,NYA,AL,3,1,37,0,0,0,3,145,39,9,1,7,34,0.222,1.68,2,2,3,0,189,10,12,2,1,7 +huismma01,1991,1,PIT,NL,0,0,5,0,0,0,0,15,7,4,0,2,5,0.304,7.20,1,0,0,0,25,0,6,0,0,0 +hunteji01,1991,1,ML4,AL,0,5,8,6,0,0,0,93,45,25,3,17,14,0.349,7.26,0,3,4,0,152,0,26,1,1,8 +hurstbr01,1991,1,SDN,NL,15,8,31,31,4,0,0,665,201,81,17,59,141,0.241,3.29,3,5,3,1,909,0,89,8,4,14 +ignasmi01,1991,1,ML4,AL,2,1,4,1,0,0,0,38,7,8,2,8,10,0.163,5.68,0,0,0,0,51,0,8,0,0,1 +innisje01,1991,1,NYN,NL,0,2,69,0,0,0,0,254,66,25,2,23,47,0.219,2.66,6,4,0,0,336,29,30,6,5,6 +irvinda01,1991,1,BOS,AL,0,0,9,0,0,0,0,54,25,12,2,9,8,0.321,6.00,1,1,2,0,90,5,13,1,0,1 +jacksda02,1991,1,CHN,NL,1,5,17,14,0,0,0,212,89,53,8,48,31,0.309,6.75,4,1,1,1,347,0,59,8,2,7 +jacksda03,1991,1,SDN,NL,0,0,1,0,0,0,0,6,3,2,0,2,0,0.375,9.00,0,0,0,0,10,1,2,0,0,0 +jacksmi02,1991,1,SEA,AL,7,7,72,0,0,0,14,266,64,32,5,34,74,0.201,3.25,11,3,6,0,363,35,35,4,0,5 +jeffcmi01,1991,1,TEX,AL,5,3,70,0,0,0,1,239,104,41,8,25,43,0.321,4.63,3,3,4,0,363,21,46,5,4,9 +johnsda04,1991,1,BAL,AL,4,8,22,14,0,0,0,252,127,66,18,24,38,0.349,7.07,3,0,4,0,393,4,68,0,1,6 +johnsje02,1991,1,NYA,AL,6,11,23,23,0,0,0,381,156,84,15,33,62,0.305,5.95,1,5,6,1,562,0,89,7,4,13 +johnsjo06,1991,1,KCA,AL,1,0,13,0,0,0,0,67,9,1,0,9,21,0.120,0.40,3,0,0,0,85,1,1,1,0,1 +johnsra05,1991,1,SEA,AL,13,10,33,33,2,1,0,604,151,89,15,152,228,0.213,3.98,0,12,12,2,889,0,96,9,8,22 +jonesba01,1991,1,MON,NL,4,9,77,0,0,0,13,266,76,33,8,33,46,0.246,3.35,8,1,1,1,353,46,35,7,3,12 +jonesca01,1991,1,SEA,AL,2,2,27,0,0,0,2,139,33,13,0,29,42,0.209,2.53,5,6,1,0,194,6,14,6,0,6 +jonesdo01,1991,1,CLE,AL,4,8,36,4,0,0,7,190,87,39,7,17,48,0.320,5.54,5,1,0,0,293,29,42,2,2,5 +jonesji02,1991,1,HOU,NL,6,8,26,22,1,1,0,406,143,66,9,51,88,0.270,4.39,3,4,3,0,593,0,73,7,2,9 +jonesst02,1991,1,BAL,AL,0,0,4,1,0,0,0,33,11,5,1,5,10,0.256,4.09,0,0,0,0,49,0,6,0,1,1 +judenje01,1991,1,HOU,NL,0,2,4,3,0,0,0,54,19,12,3,7,11,0.275,6.00,1,0,0,1,81,0,14,2,3,2 +kaiseje01,1991,1,DET,AL,0,1,10,0,0,0,2,15,6,5,1,5,4,0.286,9.00,2,0,0,0,26,4,5,0,0,0 +kamiesc01,1991,1,NYA,AL,4,4,9,9,0,0,0,166,54,24,8,22,34,0.256,3.90,1,1,3,0,239,0,24,2,1,5 +keyji01,1991,1,TOR,AL,16,12,33,33,2,2,0,628,207,71,12,44,125,0.254,3.05,3,1,3,0,877,0,84,10,5,14 +kieckda01,1991,1,BOS,AL,2,3,18,5,0,0,0,121,56,33,6,23,21,0.344,7.36,4,3,2,2,194,3,34,5,1,4 +kielyjo01,1991,1,DET,AL,0,1,7,0,0,0,0,20,13,11,0,9,1,0.448,14.85,2,1,1,0,42,3,11,2,1,0 +kileda01,1991,1,HOU,NL,7,11,37,22,0,0,0,461,144,63,16,84,100,0.246,3.69,4,5,6,4,689,5,81,9,5,7 +kilgupa01,1991,1,BAL,AL,0,2,38,0,0,0,1,186,60,35,8,24,32,0.256,5.08,2,2,3,0,267,14,38,2,4,6 +kinger01,1991,1,CLE,AL,6,11,25,24,2,1,0,452,166,77,7,44,59,0.279,4.60,4,2,3,2,656,0,83,7,8,9 +kippebo01,1991,1,PIT,NL,2,2,52,0,0,0,4,180,66,31,7,22,38,0.276,4.65,3,0,0,1,264,18,34,1,2,4 +kiserga01,1991,1,CLE,AL,0,0,7,0,0,0,0,14,7,5,0,4,3,0.368,9.64,0,0,1,0,25,1,5,1,0,1 +klinkjo01,1991,1,OAK,AL,10,3,62,0,0,0,2,186,60,30,4,21,34,0.260,4.35,5,4,5,0,266,10,30,8,0,8 +knudsma01,1991,1,ML4,AL,1,3,12,7,0,0,0,105,54,31,8,15,23,0.355,7.97,0,1,1,0,174,3,33,3,3,0 +krameto01,1991,1,CLE,AL,0,0,4,0,0,0,0,14,10,9,1,6,4,0.476,17.36,0,0,0,0,30,1,9,0,3,0 +kruegbi01,1991,1,SEA,AL,11,8,35,25,1,0,0,525,194,70,15,60,91,0.289,3.60,4,10,4,1,751,2,82,6,9,19 +lacosmi01,1991,1,SFN,NL,1,5,18,5,0,0,0,142,61,38,4,24,30,0.314,7.23,0,2,2,0,225,6,39,3,2,5 +lampde01,1991,1,BOS,AL,6,3,51,0,0,0,0,276,100,48,8,31,57,0.275,4.70,7,1,3,0,403,12,54,3,2,14 +lancale01,1991,1,CHN,NL,9,7,64,11,1,0,3,468,150,61,13,49,102,0.256,3.52,7,2,4,2,653,21,68,9,4,6 +landrbi01,1991,1,PIT,NL,4,4,61,0,0,0,17,229,76,27,4,19,45,0.252,3.18,5,3,0,2,322,43,32,1,1,3 +langsma01,1991,1,CAL,AL,19,8,34,34,7,0,0,739,190,82,30,96,183,0.215,3.00,3,6,2,0,992,0,89,4,6,16 +lapoida01,1991,1,PHI,NL,0,1,2,2,0,0,0,15,10,9,0,6,3,0.435,16.20,0,0,1,0,32,0,10,1,1,0 +lawva01,1991,1,OAK,AL,0,0,1,0,0,0,0,2,1,0,0,1,0,0.333,0.00,0,0,0,0,4,1,0,0,0,0 +layanti01,1991,1,CIN,NL,0,2,22,0,0,0,0,62,23,16,1,11,14,0.277,6.97,0,3,0,0,95,9,18,1,0,2 +leachte01,1991,1,MIN,AL,1,2,50,0,0,0,0,202,82,27,3,14,32,0.299,3.61,5,1,0,0,292,22,28,3,1,4 +learyti01,1991,1,NYA,AL,4,10,28,18,1,0,0,362,150,87,20,57,83,0.312,6.49,1,10,4,0,551,4,89,7,2,13 +leema03,1991,1,ML4,AL,2,5,62,0,0,0,1,203,72,29,10,31,43,0.283,3.86,7,0,1,0,291,9,33,4,1,13 +leffecr01,1991,1,SDN,NL,1,6,54,0,0,0,23,207,74,30,5,14,48,0.285,3.91,3,3,1,1,290,40,35,10,5,4 +leibrch01,1991,1,ATL,NL,15,13,36,36,1,1,0,689,212,89,18,56,128,0.245,3.49,3,5,4,3,949,0,105,19,6,6 +leiteal01,1991,1,TOR,AL,0,0,3,0,0,0,0,5,3,5,0,5,1,0.429,27.00,0,0,0,0,13,1,5,1,0,0 +leitema01,1991,1,DET,AL,9,7,38,15,1,0,1,404,125,63,16,50,103,0.245,4.21,4,2,6,0,578,7,66,5,6,8 +lewisji02,1991,1,SDN,NL,0,0,12,0,0,0,0,39,14,6,2,11,10,0.275,4.15,2,1,0,0,64,2,7,2,0,2 +lewissc01,1991,1,CAL,AL,3,5,16,11,0,0,0,181,81,42,9,21,37,0.316,6.27,0,3,2,0,281,0,43,2,0,2 +lillide01,1991,1,SDN,NL,0,2,6,2,0,0,0,43,25,14,3,4,7,0.379,8.79,1,0,0,0,70,1,14,0,0,0 +littogr01,1991,1,SFN,NL,0,0,1,0,0,0,0,3,1,1,0,3,0,0.250,9.00,0,0,0,0,7,1,1,0,0,0 +longbi01,1991,1,MON,NL,0,0,3,0,0,0,0,5,4,2,0,4,0,0.500,10.80,0,0,0,0,12,1,2,0,0,1 +lyonsst01,1991,1,BOS,AL,0,0,1,0,0,0,0,3,2,0,0,0,1,0.400,0.00,0,0,0,0,5,1,0,0,0,0 +macdobo01,1991,1,TOR,AL,3,3,45,0,0,0,0,161,51,17,5,25,24,0.252,2.85,4,1,0,1,231,10,19,2,2,3 +machaju01,1991,1,ML4,AL,3,3,54,0,0,0,3,266,65,34,12,55,98,0.211,3.45,1,5,3,0,371,13,36,3,2,10 +maddugr01,1991,1,CHN,NL,15,11,37,37,7,2,0,789,232,98,18,66,198,0.237,3.35,9,6,6,3,1070,0,113,16,3,14 +maddumi01,1991,1,SDN,NL,7,2,64,1,0,0,5,296,78,27,4,27,57,0.221,2.46,3,5,1,0,388,27,30,5,2,7 +magnami01,1991,1,KCA,AL,0,1,38,0,0,0,0,165,55,15,3,23,42,0.262,2.45,3,1,0,0,236,10,19,2,1,5 +mahleri01,1991,1,MON,NL,1,3,10,6,0,0,0,112,37,15,2,15,17,0.268,3.62,0,0,0,0,158,1,17,4,1,4 +mahleri01,1991,2,ATL,NL,1,1,13,2,0,0,0,86,33,18,2,13,10,0.282,5.65,1,1,2,0,133,1,20,1,0,1 +maldoca02,1991,1,KCA,AL,0,0,5,0,0,0,0,23,11,7,0,9,1,0.333,8.22,1,4,0,0,43,2,9,1,0,1 +malliro01,1991,1,HOU,NL,0,2,24,0,0,0,1,70,22,10,2,13,18,0.259,3.86,1,1,2,0,103,4,10,1,2,3 +manueba01,1991,1,TEX,AL,1,0,8,0,0,0,0,48,7,2,0,6,5,0.143,1.13,0,2,0,0,58,5,2,0,3,1 +manzajo01,1991,1,BOS,AL,0,0,1,0,0,0,0,3,2,2,0,3,1,0.400,18.00,0,0,0,0,8,1,2,0,0,0 +martide01,1991,1,MON,NL,14,11,31,31,9,5,0,666,187,59,9,62,123,0.226,2.39,3,3,4,0,905,0,70,7,3,14 +martira02,1991,1,LAN,NL,17,13,33,33,6,4,0,661,190,80,18,69,150,0.229,3.27,4,6,7,0,916,0,89,8,4,6 +masonro01,1991,1,PIT,NL,3,2,24,0,0,0,3,89,21,10,2,6,21,0.200,3.03,1,2,1,0,114,6,11,1,1,1 +mathete01,1991,1,TEX,AL,4,0,34,2,0,0,1,172,54,23,5,18,51,0.251,3.61,3,5,1,0,236,8,24,2,0,2 +mauseti01,1991,1,PHI,NL,0,0,3,0,0,0,0,32,18,9,3,3,6,0.367,7.59,0,0,0,0,53,1,10,1,0,0 +maysc01,1991,1,CHN,NL,0,0,2,0,0,0,0,6,6,4,0,1,1,0.545,18.00,0,1,0,0,12,1,4,0,0,0 +mccaski01,1991,1,CAL,AL,10,19,30,30,1,0,0,533,193,84,19,66,71,0.283,4.26,1,6,3,0,762,0,93,6,6,22 +mcclepa01,1991,1,SFN,NL,3,6,13,12,1,0,0,213,68,36,12,25,44,0.252,4.56,1,5,1,0,300,1,41,3,1,6 +mcclubo01,1991,1,CAL,AL,0,0,13,0,0,0,0,29,13,10,3,5,5,0.317,9.31,0,2,1,1,48,2,11,0,1,0 +mcclubo01,1991,2,SLN,NL,1,1,32,0,0,0,0,69,24,8,1,8,15,0.282,3.13,2,0,1,0,98,9,8,1,3,2 +mcdonbe01,1991,1,BAL,AL,6,8,21,21,1,0,0,379,126,68,16,43,85,0.261,4.84,2,3,1,0,532,0,71,2,3,11 +mcdowja01,1991,1,CHA,AL,17,10,35,35,15,3,0,761,212,96,19,82,191,0.228,3.41,2,10,4,1,1028,0,97,8,4,12 +mcdowro01,1991,1,PHI,NL,3,6,38,0,0,0,3,177,61,21,1,32,28,0.266,3.20,12,1,2,0,271,16,28,7,1,5 +mcdowro01,1991,2,LAN,NL,6,3,33,0,0,0,7,127,39,12,3,16,22,0.257,2.55,8,1,0,0,174,18,12,4,2,5 +mcelrch01,1991,1,CHN,NL,6,2,71,0,0,0,3,304,73,22,7,57,92,0.210,1.95,7,1,0,0,419,12,33,9,6,5 +mcgafan01,1991,1,KCA,AL,0,0,4,0,0,0,0,24,14,4,0,2,3,0.389,4.50,0,0,0,0,39,1,5,0,1,2 +meachru01,1991,1,DET,AL,2,1,10,4,0,0,0,83,35,16,4,11,14,0.315,5.20,0,0,0,1,126,1,17,1,3,2 +melenjo01,1991,1,SDN,NL,8,5,31,9,0,0,3,281,77,34,11,24,60,0.221,3.27,3,3,1,2,381,10,35,2,6,2 +merckke01,1991,1,ATL,NL,5,3,50,4,0,0,6,220,56,21,5,35,62,0.211,2.58,3,4,1,1,306,28,23,2,2,5 +mesajo01,1991,1,BAL,AL,6,11,23,23,2,1,0,371,151,82,11,62,64,0.307,5.97,2,3,3,0,566,0,86,5,4,9 +milacbo01,1991,1,BAL,AL,10,9,31,26,3,1,0,552,175,82,17,53,108,0.253,4.01,3,1,1,2,758,1,86,7,5,18 +millepa01,1991,1,PIT,NL,0,0,1,1,0,0,0,15,4,3,0,3,2,0.222,5.40,0,0,0,0,21,0,3,0,0,1 +millsal01,1991,1,NYA,AL,1,1,6,2,0,0,0,49,16,8,1,8,11,0.254,4.41,0,2,0,0,72,3,9,0,1,1 +minutgi01,1991,1,CIN,NL,0,2,16,3,0,0,0,76,30,17,5,18,21,0.288,6.04,1,3,0,0,124,2,17,0,2,0 +monteri01,1991,1,NYA,AL,3,1,26,0,0,0,0,141,42,19,5,19,34,0.236,3.64,3,1,0,1,201,10,27,2,2,3 +montgje01,1991,1,KCA,AL,4,4,67,0,0,0,33,270,83,29,6,28,77,0.246,2.90,2,6,2,0,376,55,32,6,2,7 +mooremi01,1991,1,OAK,AL,17,8,33,33,3,1,0,630,176,69,11,105,153,0.229,2.96,1,14,5,0,887,0,75,5,4,19 +morgami01,1991,1,LAN,NL,14,10,34,33,5,1,1,709,197,73,12,61,140,0.226,2.78,10,6,3,0,949,1,85,10,4,23 +morrija02,1991,1,MIN,AL,18,12,35,35,10,2,0,740,226,94,18,92,163,0.245,3.43,5,15,5,1,1032,0,107,5,8,23 +mortoke01,1991,1,BOS,AL,6,5,16,15,1,0,0,259,93,44,9,40,45,0.284,4.59,2,1,1,1,379,0,49,3,7,9 +moyerja01,1991,1,SLN,NL,0,5,8,7,0,0,0,94,38,20,5,16,20,0.319,5.74,0,2,1,1,142,1,21,4,2,2 +mulhote01,1991,1,PHI,NL,16,13,34,34,8,3,0,696,231,93,15,49,142,0.260,3.61,2,3,3,0,956,0,100,11,6,16 +munozmi01,1991,1,DET,AL,0,0,6,0,0,0,0,28,14,10,0,5,3,0.350,9.64,0,1,0,0,46,4,10,0,1,1 +murphro01,1991,1,SEA,AL,0,1,57,0,0,0,4,144,47,16,4,19,34,0.250,3.00,4,4,1,0,211,26,17,3,0,2 +mussimi01,1991,1,BAL,AL,4,5,12,12,2,0,0,263,77,28,7,21,52,0.239,2.87,0,3,1,1,349,0,31,3,2,9 +mutisje01,1991,1,CLE,AL,0,3,3,3,0,0,0,37,23,16,1,7,6,0.397,11.68,1,1,0,0,68,0,16,2,1,0 +myersra01,1991,1,CIN,NL,6,13,58,12,1,0,6,396,116,52,8,80,108,0.242,3.55,5,2,1,1,575,18,61,8,6,14 +nabhoch01,1991,1,MON,NL,8,7,24,24,1,0,0,461,134,62,5,57,99,0.237,3.63,4,3,2,1,631,0,66,2,4,9 +nagych01,1991,1,CLE,AL,10,15,33,33,6,1,0,634,228,97,15,66,109,0.275,4.13,7,6,6,2,914,0,103,5,9,22 +navarja01,1991,1,ML4,AL,15,12,34,34,10,2,0,702,237,102,18,73,114,0.261,3.92,3,10,6,0,1002,0,117,7,8,20 +neaglde01,1991,1,MIN,AL,0,1,7,3,0,0,0,60,28,9,3,7,14,0.329,4.05,2,1,0,0,92,2,9,0,0,1 +nelsoge01,1991,1,OAK,AL,1,5,44,0,0,0,0,146,60,37,12,23,23,0.306,6.84,1,0,3,0,229,11,38,3,4,3 +nichoro02,1991,1,CLE,AL,2,11,31,16,3,1,1,412,145,54,6,30,76,0.273,3.54,3,3,6,0,578,4,63,6,4,10 +nolteer01,1991,1,SDN,NL,3,2,6,6,0,0,0,66,37,27,6,10,15,0.378,11.05,0,1,0,1,111,0,27,0,3,1 +nolteer01,1991,2,TEX,AL,0,0,3,0,0,0,0,8,3,1,0,3,1,0.273,3.38,0,0,0,0,14,2,1,0,0,0 +nunezed01,1991,1,ML4,AL,2,1,23,0,0,0,8,76,28,17,6,13,24,0.277,6.04,2,0,0,1,119,18,20,3,2,1 +ojedabo01,1991,1,LAN,NL,12,9,31,31,2,1,0,568,181,67,15,70,120,0.257,3.18,9,4,3,2,802,0,78,15,9,12 +olinst01,1991,1,CLE,AL,3,6,48,0,0,0,17,169,61,21,2,23,38,0.274,3.36,7,0,1,0,249,32,26,2,0,9 +olivaom01,1991,1,SLN,NL,11,7,28,24,0,0,1,502,148,69,13,61,91,0.243,3.71,1,3,5,1,688,2,72,11,2,12 +olivefr01,1991,1,SFN,NL,6,6,55,1,0,0,3,238,69,34,12,22,48,0.242,3.86,4,2,1,2,316,17,36,5,3,6 +olsongr01,1991,1,BAL,AL,4,6,72,0,0,0,31,221,74,26,1,29,72,0.262,3.18,5,8,1,1,319,62,28,5,1,5 +oquenjo01,1991,1,SLN,NL,0,0,1,0,0,0,0,3,2,3,0,2,1,0.400,27.00,0,0,0,0,7,1,3,0,0,0 +oroscje01,1991,1,CLE,AL,2,0,47,0,0,0,0,137,52,19,4,15,36,0.286,3.74,8,1,1,1,202,20,20,1,3,2 +osunaal01,1991,1,HOU,NL,7,6,71,0,0,0,12,245,59,31,5,46,68,0.201,3.42,5,3,3,1,353,32,39,6,5,5 +ottoda01,1991,1,CLE,AL,2,8,18,14,1,0,0,300,108,47,7,27,47,0.283,4.23,6,3,4,0,425,0,52,8,4,11 +palacvi01,1991,1,PIT,NL,6,3,36,7,1,1,3,245,69,34,12,38,64,0.228,3.75,2,6,1,2,347,8,34,4,1,2 +palldo01,1991,1,CHA,AL,7,2,51,0,0,0,0,213,59,19,7,20,40,0.231,2.41,3,2,3,0,282,7,22,4,0,8 +parreje01,1991,1,ATL,NL,1,2,18,0,0,0,1,64,31,15,2,12,14,0.326,6.33,2,4,0,0,109,9,18,2,0,1 +pattebo01,1991,1,PIT,NL,4,3,54,1,0,0,2,197,67,30,7,15,57,0.267,4.11,1,0,0,0,270,19,32,2,2,5 +patteke01,1991,1,CHA,AL,3,0,43,0,0,0,1,191,48,20,5,35,32,0.214,2.83,1,2,1,0,265,13,22,3,2,6 +pavlada01,1991,1,CHN,NL,0,0,1,0,0,0,0,3,3,2,1,0,0,0.750,18.00,0,0,0,0,5,1,2,1,0,1 +pecotbi01,1991,1,KCA,AL,0,0,1,0,0,0,0,6,4,1,0,0,0,0.444,4.50,0,0,0,0,9,1,1,0,0,1 +penaal01,1991,1,NYN,NL,6,1,44,0,0,0,4,189,63,19,5,19,49,0.267,2.71,4,1,0,2,261,24,20,2,4,4 +penaal01,1991,2,ATL,NL,2,0,15,0,0,0,11,58,11,3,1,3,13,0.167,1.40,0,0,0,0,70,12,3,1,0,2 +perezme01,1991,1,CHA,AL,8,7,49,8,0,0,1,407,111,47,15,52,128,0.224,3.12,0,11,1,1,553,16,49,4,1,10 +perezmi01,1991,1,SLN,NL,0,2,14,0,0,0,0,51,19,11,1,7,7,0.288,5.82,2,0,1,1,75,2,11,1,0,1 +perezpa01,1991,1,NYA,AL,2,4,14,14,0,0,0,221,68,26,7,24,41,0.250,3.18,1,3,0,2,299,0,26,3,0,11 +perezyo01,1991,1,CHN,NL,1,0,3,0,0,0,0,13,2,1,0,2,3,0.167,2.08,0,2,0,0,16,0,1,0,2,0 +peterad01,1991,1,SDN,NL,3,4,13,11,0,0,0,164,50,27,10,28,37,0.242,4.45,2,7,0,1,241,0,33,4,2,4 +petkoma01,1991,1,TEX,AL,0,1,4,1,0,0,0,28,21,15,4,4,6,0.438,14.46,0,2,0,0,53,1,16,0,1,1 +petryda01,1991,1,DET,AL,2,3,17,6,0,0,0,164,66,30,9,19,18,0.300,4.94,3,0,0,0,240,1,35,1,0,7 +petryda01,1991,2,ATL,NL,0,0,10,0,0,0,0,73,29,15,2,14,9,0.296,5.55,1,2,1,0,116,4,17,3,0,2 +petryda01,1991,3,BOS,AL,0,0,13,0,0,0,1,67,21,11,3,12,12,0.250,4.43,2,0,1,0,98,7,17,0,1,3 +piattdo01,1991,1,MON,NL,0,0,21,0,0,0,0,104,29,10,3,17,29,0.230,2.60,0,1,0,0,145,3,11,2,0,4 +plesada01,1991,1,ML4,AL,2,7,45,10,0,0,8,277,92,44,12,39,61,0.263,4.29,1,2,3,1,402,25,49,3,7,7 +plunker01,1991,1,NYA,AL,2,5,43,8,0,0,0,335,128,59,18,62,103,0.286,4.76,1,6,1,2,521,6,69,6,4,7 +plympje01,1991,1,BOS,AL,0,0,4,0,0,0,0,16,5,0,0,4,2,0.263,0.00,0,1,0,0,24,3,0,0,1,1 +pooleji02,1991,1,TEX,AL,0,0,5,0,0,0,1,18,10,3,0,3,4,0.370,4.50,0,0,0,0,31,2,4,0,1,0 +pooleji02,1991,2,BAL,AL,3,2,24,0,0,0,0,108,19,8,3,9,34,0.157,2.00,2,2,0,0,135,3,10,3,2,2 +portuma01,1991,1,HOU,NL,10,12,32,27,1,0,1,505,163,84,19,59,120,0.256,4.49,5,4,2,1,710,3,91,6,6,15 +powerte01,1991,1,CIN,NL,5,3,68,0,0,0,3,261,87,35,6,31,51,0.265,3.62,5,6,2,1,371,22,37,6,4,4 +radinsc01,1991,1,CHA,AL,5,5,67,0,0,0,8,214,53,16,4,23,49,0.206,2.02,2,0,1,0,289,19,18,4,4,4 +rasmude01,1991,1,SDN,NL,6,13,24,24,1,1,0,440,155,61,12,49,75,0.271,3.74,3,1,2,1,633,0,74,4,6,13 +reardje01,1991,1,BOS,AL,1,4,57,0,0,0,40,178,54,20,9,16,44,0.236,3.03,3,0,1,0,248,51,21,0,2,2 +reedri01,1991,1,PIT,NL,0,0,1,1,0,0,0,13,8,5,1,1,2,0.400,10.38,0,0,0,0,21,0,6,0,0,1 +remlimi01,1991,1,SFN,NL,2,1,8,6,1,1,0,105,36,17,5,20,19,0.271,4.37,1,2,0,1,155,1,17,1,1,6 +renfrla01,1991,1,CHN,NL,0,1,4,0,0,0,0,14,11,7,1,2,4,0.440,13.50,1,1,0,0,27,2,7,0,0,0 +reuscri01,1991,1,SFN,NL,0,2,4,1,0,0,0,32,17,5,0,7,4,0.370,4.22,1,0,0,0,54,1,5,1,0,1 +reynoar02,1991,1,ATL,NL,2,1,6,5,0,0,0,70,26,16,4,10,10,0.299,6.17,1,2,3,0,103,1,18,3,0,2 +rhodear01,1991,1,BAL,AL,0,3,8,8,0,0,0,108,47,32,4,23,23,0.320,8.00,0,2,0,0,174,0,35,1,3,2 +ricepa01,1991,1,SEA,AL,1,1,7,2,0,0,0,63,18,7,3,10,12,0.234,3.00,1,0,1,0,91,0,10,0,3,2 +righeda01,1991,1,SFN,NL,2,7,61,0,0,0,24,215,64,27,4,28,51,0.240,3.39,6,1,3,1,304,49,29,4,2,5 +rijojo01,1991,1,CIN,NL,15,6,30,30,3,1,0,613,165,57,8,55,172,0.219,2.51,4,2,3,4,825,0,69,4,8,15 +ritchwa01,1991,1,PHI,NL,1,2,39,0,0,0,0,151,44,14,4,17,26,0.234,2.50,5,1,2,0,213,13,17,2,4,1 +ritzke01,1991,1,DET,AL,0,3,11,5,0,0,0,46,17,20,1,22,9,0.288,11.74,1,0,2,0,86,3,22,1,2,2 +robindo01,1991,1,SFN,NL,5,9,34,16,0,0,1,364,123,59,12,50,78,0.265,4.38,7,1,1,0,525,7,64,4,5,8 +robinje01,1991,1,CAL,AL,0,3,39,0,0,0,3,171,56,34,9,29,57,0.259,5.37,4,10,2,0,252,16,34,3,2,6 +robinje02,1991,1,BAL,AL,4,9,21,19,0,0,0,313,119,60,12,51,65,0.289,5.18,2,8,6,0,472,0,62,3,0,12 +robinro01,1991,1,ML4,AL,0,1,1,1,0,0,0,13,6,3,0,3,0,0.353,6.23,1,0,1,0,21,0,3,0,0,1 +rodriri02,1991,1,SDN,NL,3,1,64,1,0,0,0,240,66,29,8,44,40,0.234,3.26,8,4,0,1,335,19,31,7,2,12 +rodriro02,1991,1,PIT,NL,1,1,18,0,0,0,6,46,14,7,1,8,10,0.246,4.11,0,2,1,0,67,8,7,1,0,1 +rogerke01,1991,1,TEX,AL,10,10,63,9,0,0,5,329,121,66,14,61,73,0.281,5.42,7,3,6,1,511,20,80,9,5,11 +rojasme01,1991,1,MON,NL,3,3,37,0,0,0,6,144,42,20,4,13,37,0.228,3.75,1,3,1,0,200,13,21,0,2,1 +rosenst01,1991,1,SDN,NL,1,1,10,0,0,0,0,35,11,9,3,5,6,0.250,6.94,1,2,0,0,49,5,9,0,0,1 +rosenwa01,1991,1,TEX,AL,1,4,36,0,0,0,1,211,72,41,9,36,61,0.257,5.25,1,8,1,1,321,8,43,1,3,1 +ruffibr01,1991,1,PHI,NL,4,7,31,15,1,1,0,357,125,50,6,38,85,0.272,3.78,3,4,1,0,508,2,52,6,4,12 +ruskisc01,1991,1,MON,NL,4,4,64,0,0,0,6,191,57,30,4,30,46,0.241,4.24,2,5,3,0,275,24,31,5,0,1 +russeje01,1991,1,TEX,AL,6,4,68,0,0,0,30,238,71,29,11,26,52,0.236,3.29,1,6,1,0,336,56,36,3,4,10 +ryanno01,1991,1,TEX,AL,12,6,27,27,2,2,0,519,102,56,12,72,203,0.172,2.91,0,8,5,0,683,0,58,3,9,7 +saberbr01,1991,1,KCA,AL,13,8,28,28,7,2,0,589,165,67,12,45,136,0.228,3.07,5,8,9,1,789,0,76,8,3,14 +sampebi01,1991,1,MON,NL,9,5,43,8,0,0,0,277,96,41,13,46,52,0.273,4.00,7,3,3,1,409,8,49,4,4,5 +sandesc01,1991,1,NYA,AL,16,10,34,34,2,2,0,624,200,88,22,29,130,0.252,3.81,0,4,3,1,837,0,95,5,5,19 +sanfomo01,1991,1,CIN,NL,1,2,5,5,0,0,0,84,19,12,3,15,31,0.186,3.86,1,4,1,0,118,0,14,0,0,1 +sauveri01,1991,1,NYN,NL,0,0,6,0,0,0,0,10,7,4,1,2,4,0.467,10.80,0,0,0,0,19,0,4,2,0,0 +scanlbo01,1991,1,CHN,NL,7,8,40,13,0,0,1,333,114,48,5,40,44,0.269,3.89,3,5,3,1,482,16,60,8,6,11 +schatda01,1991,1,KCA,AL,0,0,8,0,0,0,0,20,11,7,0,7,4,0.367,9.45,1,0,0,0,37,2,9,0,0,2 +schilcu01,1991,1,HOU,NL,3,5,56,0,0,0,8,227,79,32,2,39,71,0.271,3.81,7,4,0,1,336,34,35,5,1,4 +schirca01,1991,1,TEX,AL,0,1,3,0,0,0,0,14,5,6,3,5,1,0.263,11.57,0,0,0,0,25,1,6,1,0,0 +schmida01,1991,1,MON,NL,0,1,4,0,0,0,0,13,9,5,2,2,3,0.429,10.38,0,0,0,0,24,1,5,1,0,0 +schoomi01,1991,1,SEA,AL,3,3,34,0,0,0,7,103,25,14,2,10,31,0.198,3.67,0,2,0,1,138,23,14,1,1,2 +schoupe01,1991,1,NYN,NL,5,4,35,8,1,1,2,259,82,41,7,43,67,0.248,4.27,4,1,2,0,385,7,49,5,4,1 +scottmi03,1991,1,HOU,NL,0,2,2,2,0,0,0,21,11,10,2,4,3,0.367,12.86,1,0,1,0,35,0,10,0,0,0 +scottti01,1991,1,SDN,NL,0,0,2,0,0,0,0,3,2,1,0,0,1,0.400,9.00,0,0,0,0,5,0,2,0,0,0 +scuddsc01,1991,1,CIN,NL,6,9,27,14,0,0,1,304,91,49,6,56,51,0.246,4.35,4,7,6,0,443,4,52,8,3,5 +seaneru01,1991,1,CLE,AL,0,0,5,0,0,0,0,15,10,9,2,7,7,0.385,16.20,0,2,0,0,33,0,12,0,0,0 +searcst01,1991,1,DET,AL,1,2,16,5,0,0,0,122,52,38,8,30,32,0.313,8.41,0,4,0,0,201,4,40,2,3,5 +searcst01,1991,2,PHI,NL,2,1,18,0,0,0,0,91,29,14,2,14,21,0.252,4.15,1,1,0,1,134,4,16,3,2,1 +segurjo01,1991,1,SFN,NL,0,1,11,0,0,0,0,49,20,8,1,5,10,0.303,4.41,0,2,0,0,72,2,11,1,0,3 +shawje01,1991,1,CLE,AL,0,5,29,1,0,0,1,217,72,27,6,27,31,0.262,3.36,5,6,4,0,311,9,34,1,4,13 +sherrti01,1991,1,SLN,NL,0,0,10,0,0,0,0,43,20,13,2,3,4,0.339,8.16,1,1,2,0,67,3,13,1,2,1 +shower01,1991,1,OAK,AL,1,2,23,5,0,0,0,155,62,34,5,17,20,0.300,5.92,1,2,0,1,231,6,36,2,4,4 +simondo01,1991,1,NYN,NL,2,3,42,1,0,0,1,182,55,35,5,19,38,0.246,5.19,5,3,2,0,258,11,40,9,4,3 +siskdo01,1991,1,ATL,NL,2,1,14,0,0,0,0,43,21,8,1,8,5,0.333,5.02,2,0,0,0,73,2,14,1,1,2 +slocuhe01,1991,1,CHN,NL,2,1,52,0,0,0,1,188,53,24,3,30,34,0.231,3.45,6,9,3,0,274,21,29,6,6,1 +slusajo01,1991,1,OAK,AL,5,7,20,19,1,0,0,328,121,64,14,52,60,0.283,5.27,1,4,4,0,486,0,69,0,3,11 +smilejo01,1991,1,PIT,NL,20,8,33,32,2,1,0,623,194,71,17,44,129,0.251,3.08,0,3,3,1,836,0,78,11,4,11 +smithbr01,1991,1,SLN,NL,12,9,31,31,3,0,0,596,188,85,16,45,94,0.251,3.85,3,3,7,1,818,0,95,10,7,11 +smithda02,1991,1,CHN,NL,0,6,35,0,0,0,17,99,39,22,6,19,16,0.302,6.00,5,1,1,1,151,28,22,2,0,5 +smithle02,1991,1,SLN,NL,6,3,67,0,0,0,47,219,70,19,5,13,67,0.249,2.34,5,1,0,0,300,61,19,5,1,3 +smithpe02,1991,1,ATL,NL,1,3,14,10,0,0,0,144,48,27,5,22,29,0.262,5.06,3,1,0,4,211,2,33,2,4,4 +smithro01,1991,1,BAL,AL,5,4,17,14,0,0,0,241,99,50,9,24,25,0.311,5.60,0,3,1,1,348,0,52,2,3,9 +smithza01,1991,1,PIT,NL,16,10,35,35,6,3,0,684,234,81,15,29,120,0.268,3.20,3,1,2,0,916,0,95,7,5,27 +smoltjo01,1991,1,ATL,NL,14,13,36,36,5,0,0,689,206,97,16,77,148,0.243,3.80,1,20,3,2,947,0,101,9,9,18 +stantmi02,1991,1,ATL,NL,5,5,74,0,0,0,7,234,62,25,6,21,54,0.217,2.88,6,0,1,0,314,20,27,6,0,6 +stclara01,1991,1,ATL,NL,0,0,19,0,0,0,0,86,31,13,4,9,30,0.282,4.08,3,4,0,0,123,5,17,3,1,1 +stewada01,1991,1,OAK,AL,11,11,35,35,2,1,0,678,245,130,24,105,144,0.278,5.18,1,13,9,0,1014,0,135,5,15,19 +stiebda01,1991,1,TOR,AL,4,3,9,9,1,0,0,179,52,21,4,23,29,0.243,3.17,0,0,2,0,244,0,22,4,1,7 +stottto01,1991,1,TOR,AL,15,8,34,34,1,0,0,657,194,92,21,75,116,0.235,3.78,3,4,12,0,921,0,97,0,8,10 +sutclri01,1991,1,CHN,NL,6,5,19,18,0,0,0,290,96,44,4,45,52,0.264,4.10,2,2,0,2,422,0,52,5,8,12 +swanru01,1991,1,SEA,AL,6,2,63,0,0,0,2,236,81,30,8,28,33,0.269,3.43,7,8,0,0,336,11,35,6,1,13 +swiftbi02,1991,1,SEA,AL,1,2,71,0,0,0,17,271,74,20,3,26,48,0.224,1.99,4,2,1,1,359,30,22,2,0,19 +swindgr01,1991,1,CLE,AL,9,16,33,33,7,0,0,714,241,92,21,31,169,0.263,3.48,1,3,3,1,971,0,112,13,8,15 +tananfr01,1991,1,DET,AL,13,12,33,33,3,2,0,652,217,91,26,78,107,0.265,3.77,9,3,2,1,920,0,98,12,9,17 +tapanke01,1991,1,MIN,AL,16,9,34,34,4,1,0,732,225,81,23,40,135,0.245,2.99,0,3,2,3,974,0,84,9,6,15 +taylowa01,1991,1,NYA,AL,7,12,23,22,0,0,0,349,144,81,13,53,72,0.314,6.27,0,3,7,3,528,0,85,2,7,17 +telfoan01,1991,1,BAL,AL,0,0,9,1,0,0,0,80,27,12,3,6,24,0.265,4.05,1,1,0,0,109,4,12,0,1,3 +terrewa01,1991,1,DET,AL,12,14,35,33,8,2,0,656,257,103,16,79,80,0.301,4.24,10,8,2,0,954,1,115,10,9,35 +terrysc01,1991,1,SLN,NL,4,4,65,0,0,0,1,241,76,25,1,32,52,0.249,2.80,14,0,0,0,339,13,31,2,0,6 +tewksbo01,1991,1,SLN,NL,11,12,30,30,3,0,0,573,206,69,13,38,75,0.281,3.25,2,0,5,0,798,0,86,12,10,19 +thigpbo01,1991,1,CHA,AL,7,5,67,0,0,0,30,209,63,27,10,38,47,0.245,3.49,8,2,4,0,309,58,32,7,3,4 +timlimi01,1991,1,TOR,AL,11,6,63,3,0,0,3,325,94,38,6,50,85,0.233,3.16,11,5,1,0,463,17,43,6,2,9 +tomlira01,1991,1,PIT,NL,8,7,31,27,4,2,0,525,170,58,9,54,104,0.254,2.98,4,2,6,3,736,0,75,5,2,15 +valdeef01,1991,1,CLE,AL,0,0,7,0,0,0,0,18,5,1,0,3,1,0.238,1.50,1,0,1,0,27,0,1,1,1,0 +valdese01,1991,1,CLE,AL,1,0,6,0,0,0,0,49,15,10,3,5,11,0.238,5.51,1,1,0,0,70,1,11,1,1,1 +valenfe01,1991,1,CAL,AL,0,2,2,2,0,0,0,20,14,9,3,3,5,0.452,12.15,0,1,0,0,36,0,10,1,1,0 +valerju01,1991,1,NYN,NL,0,0,2,0,0,0,0,6,1,0,0,4,3,0.143,0.00,1,0,0,0,11,1,0,0,0,0 +vanpoto01,1991,1,OAK,AL,0,0,1,1,0,0,0,14,7,5,1,2,6,0.368,9.64,0,0,0,0,21,0,5,0,0,0 +violafr01,1991,1,NYN,NL,13,15,35,35,3,0,0,694,259,102,25,54,132,0.286,3.97,4,6,1,1,980,0,112,15,5,15 +wagnehe02,1991,1,KCA,AL,1,1,2,2,0,0,0,30,16,8,2,3,5,0.348,7.20,0,0,0,0,49,0,10,0,0,1 +wainhda01,1991,1,MON,NL,0,1,2,0,0,0,0,8,2,2,0,4,1,0.222,6.75,0,2,0,0,14,1,2,0,1,0 +walkbo01,1991,1,PIT,NL,9,2,25,20,0,0,0,345,104,46,10,35,67,0.240,3.60,2,11,5,2,484,0,53,7,4,7 +walkemi01,1991,1,CLE,AL,0,1,5,0,0,0,0,13,6,1,0,2,2,0.316,2.08,1,0,1,0,22,3,1,0,0,0 +waltobr01,1991,1,OAK,AL,1,0,12,0,0,0,0,39,11,9,3,6,10,0.229,6.23,0,3,1,0,56,5,9,0,1,1 +wapnist01,1991,1,CHA,AL,0,1,6,0,0,0,0,15,2,1,0,4,1,0.111,1.80,0,0,0,0,22,4,1,0,0,0 +warddu01,1991,1,TOR,AL,7,6,81,0,0,0,23,322,80,33,3,33,132,0.207,2.77,3,6,2,0,428,46,36,3,4,7 +waynega01,1991,1,MIN,AL,1,0,8,0,0,0,1,37,11,7,1,4,7,0.244,5.11,0,0,1,0,52,2,7,1,1,1 +weathda01,1991,1,TOR,AL,1,0,15,0,0,0,0,44,15,8,1,17,13,0.263,4.91,3,0,2,0,79,4,9,2,1,1 +wegmabi01,1991,1,ML4,AL,15,7,28,28,7,2,0,580,176,61,16,40,89,0.242,2.84,0,6,7,0,785,0,76,6,4,17 +welchbo01,1991,1,OAK,AL,12,13,35,35,7,1,0,660,220,112,25,91,101,0.263,4.58,3,3,11,2,950,0,124,6,6,17 +wellsda01,1991,1,TOR,AL,15,10,40,28,2,0,1,595,188,82,24,49,106,0.252,3.72,1,10,2,3,811,3,88,6,6,11 +westda01,1991,1,MIN,AL,4,4,15,12,0,0,0,214,66,36,13,28,52,0.244,4.54,0,3,1,0,305,0,37,2,3,3 +westomi01,1991,1,TOR,AL,0,0,2,0,0,0,0,6,1,0,0,1,1,0.143,0.00,1,0,0,0,8,2,0,0,0,0 +wettejo01,1991,1,LAN,NL,1,0,6,0,0,0,0,27,5,0,0,3,9,0.161,0.00,0,1,1,0,36,3,2,0,1,1 +whitewa02,1991,1,NYN,NL,7,12,36,20,0,0,1,400,142,62,12,25,87,0.274,4.19,3,3,4,4,556,6,67,6,3,12 +whitsed01,1991,1,SDN,NL,4,6,13,12,2,0,0,236,93,44,13,17,40,0.299,5.03,3,1,0,1,337,0,47,6,3,10 +wilkide01,1991,1,HOU,NL,2,1,7,0,0,0,1,24,16,10,0,10,4,0.410,11.25,2,1,0,0,51,3,14,2,0,0 +willibr01,1991,1,HOU,NL,0,1,2,2,0,0,0,36,11,5,2,4,4,0.250,3.75,0,0,1,0,49,0,5,0,0,2 +willica01,1991,1,MIN,AL,8,3,40,0,0,0,2,267,76,26,4,19,53,0.232,2.63,1,4,1,1,355,9,31,3,4,8 +willima05,1991,1,BAL,AL,5,5,65,0,0,0,4,241,87,40,9,35,53,0.275,4.48,7,7,0,0,357,21,42,1,5,8 +willimi02,1991,1,PHI,NL,12,5,69,0,0,0,30,265,56,23,4,62,84,0.182,2.34,5,4,8,1,386,60,24,4,4,3 +willsfr01,1991,1,TOR,AL,0,1,4,0,0,0,0,13,8,8,2,5,2,0.421,16.62,0,0,1,0,27,3,8,2,0,0 +wilsost01,1991,1,CHN,NL,0,0,8,0,0,0,0,37,13,6,1,5,9,0.277,4.38,1,0,0,0,53,2,7,0,1,1 +wilsost01,1991,2,LAN,NL,0,0,11,0,0,0,2,25,1,0,0,4,5,0.042,0.00,0,0,0,0,28,3,0,0,0,2 +wilsotr01,1991,1,SFN,NL,13,11,44,29,2,1,0,606,173,80,13,77,139,0.234,3.56,4,5,5,3,841,6,87,14,5,18 +wittbo01,1991,1,TEX,AL,3,7,17,16,1,1,0,266,84,60,4,74,82,0.254,6.09,1,8,1,0,413,0,66,3,4,5 +wittmi01,1991,1,NYA,AL,0,1,2,2,0,0,0,16,8,6,1,1,0,0.320,10.13,0,1,0,0,26,0,7,0,0,0 +wohlema01,1991,1,ATL,NL,3,1,17,0,0,0,2,59,17,7,1,13,13,0.239,3.20,3,0,2,0,89,4,7,2,1,3 +yorkmi01,1991,1,CLE,AL,1,4,14,4,0,0,0,104,45,26,2,19,19,0.333,6.75,3,2,2,0,163,3,29,3,4,4 +youngan01,1991,1,NYN,NL,2,5,10,8,0,0,0,148,48,17,4,12,20,0.257,3.10,1,1,1,0,202,2,20,1,1,4 +youngcl01,1991,1,CAL,AL,1,0,11,0,0,0,0,38,12,6,3,3,6,0.261,4.26,1,0,0,0,49,6,6,0,0,2 +youngcu01,1991,1,OAK,AL,4,2,41,1,0,0,0,205,74,38,8,34,27,0.278,5.00,2,2,2,1,306,6,38,3,1,8 +youngma01,1991,1,BOS,AL,3,7,19,16,0,0,0,266,92,51,4,53,69,0.266,5.18,2,5,2,0,404,1,55,1,2,11 +abbotji01,1992,1,CAL,AL,7,15,29,29,7,0,0,633,208,65,12,68,130,0.263,2.77,3,2,4,0,874,0,73,8,4,22 +abbotky01,1992,1,PHI,NL,1,14,31,19,0,0,0,400,147,76,20,45,88,0.283,5.13,0,9,1,1,577,0,80,6,5,11 +abbotpa01,1992,1,MIN,AL,0,0,6,0,0,0,0,33,12,4,1,5,13,0.279,3.27,0,1,1,0,50,5,4,0,1,0 +ackerji01,1992,1,SEA,AL,0,0,17,0,0,0,0,92,45,18,4,12,11,0.338,5.28,1,1,0,0,148,3,19,1,2,1 +agostju01,1992,1,SLN,NL,2,4,22,0,0,0,0,95,39,22,2,9,13,0.312,6.25,2,2,3,0,143,10,24,3,3,5 +agostju01,1992,2,SEA,AL,0,0,17,1,0,0,0,55,27,12,0,3,12,0.346,5.89,0,0,0,0,84,2,12,2,1,2 +aguilri01,1992,1,MIN,AL,2,6,64,0,0,0,41,200,60,21,7,17,52,0.238,2.84,4,5,1,0,273,61,28,1,2,7 +aldresc01,1992,1,DET,AL,3,8,16,13,0,0,0,195,80,49,12,33,34,0.307,6.78,4,1,3,0,304,0,51,4,3,5 +alexage01,1992,1,TEX,AL,1,0,3,0,0,0,0,5,5,5,1,1,1,0.500,27.00,0,0,0,0,12,1,5,0,1,0 +alvarwi01,1992,1,CHA,AL,5,3,34,9,0,0,1,301,103,58,12,65,66,0.272,5.20,2,2,4,0,455,4,64,3,4,13 +anderla02,1992,1,SDN,NL,1,1,34,0,0,0,2,105,26,13,2,8,35,0.202,3.34,2,0,1,0,140,13,14,1,1,1 +appieke01,1992,1,KCA,AL,15,8,30,30,3,0,0,625,167,57,10,68,150,0.217,2.46,5,4,2,0,852,0,59,8,3,12 +aquinlu01,1992,1,KCA,AL,3,6,15,13,0,0,0,203,81,34,5,20,11,0.303,4.52,1,1,1,1,293,1,35,2,3,8 +armstja01,1992,1,CLE,AL,6,15,35,23,1,0,0,500,176,86,23,67,114,0.269,4.64,0,6,3,3,735,5,100,6,5,8 +arnsbbr01,1992,1,CLE,AL,0,0,8,0,0,0,0,32,13,14,6,11,5,0.317,11.81,0,2,2,0,54,1,14,0,0,4 +ashbyan01,1992,1,PHI,NL,1,3,10,8,0,0,0,111,42,31,6,21,24,0.290,7.54,0,2,1,0,171,0,31,2,2,3 +assenpa01,1992,1,CHN,NL,4,4,70,0,0,0,8,204,72,31,6,26,67,0.271,4.10,5,4,3,0,298,23,32,1,2,3 +astacpe01,1992,1,LAN,NL,5,5,11,11,4,4,0,246,80,18,1,20,43,0.255,1.98,4,1,2,0,341,0,23,3,2,12 +austiji02,1992,1,ML4,AL,5,2,47,0,0,0,0,175,38,12,2,32,30,0.191,1.85,6,1,2,0,235,12,13,1,1,7 +averyst01,1992,1,ATL,NL,11,11,35,35,2,2,0,701,216,83,14,71,129,0.246,3.20,3,7,0,3,969,0,95,12,8,16 +ayalabo01,1992,1,CIN,NL,2,1,5,5,0,0,0,87,33,14,1,13,23,0.297,4.34,2,0,1,0,127,0,15,2,0,4 +ayraubo01,1992,1,PHI,NL,2,2,30,0,0,0,0,130,32,15,0,17,27,0.209,3.12,1,0,1,0,178,7,16,4,3,1 +bailesc01,1992,1,CAL,AL,3,1,32,0,0,0,0,116,59,32,7,28,25,0.351,7.45,4,2,1,1,200,10,34,1,2,4 +balleja01,1992,1,PHI,NL,0,0,8,0,0,0,0,33,10,10,5,10,9,0.250,8.18,0,1,0,0,51,4,10,0,1,0 +bankhsc01,1992,1,CIN,NL,10,4,54,0,0,0,1,212,57,23,4,29,53,0.218,2.93,5,6,3,0,299,10,26,3,3,3 +bankswi01,1992,1,MIN,AL,4,4,16,12,0,0,0,213,80,45,6,37,37,0.288,5.70,0,5,2,1,324,2,46,2,5,2 +bannifl01,1992,1,TEX,AL,1,1,36,0,0,0,0,111,39,26,3,21,30,0.281,6.32,6,3,3,0,173,8,27,3,7,1 +barnebr01,1992,1,MON,NL,6,6,21,17,0,0,0,300,77,33,9,46,65,0.213,2.97,1,1,3,2,417,2,34,5,1,7 +bartosh01,1992,1,SEA,AL,0,1,14,0,0,0,0,37,10,4,1,7,4,0.238,2.92,2,2,0,0,50,2,5,1,0,1 +batismi01,1992,1,PIT,NL,0,0,1,0,0,0,0,6,4,2,1,3,1,0.400,9.00,0,0,0,0,13,1,2,0,0,0 +beckro01,1992,1,SFN,NL,3,3,65,0,0,0,17,276,62,18,4,15,87,0.190,1.76,2,5,2,2,352,42,20,6,2,2 +belchti01,1992,1,CIN,NL,15,14,35,34,2,1,0,683,201,99,17,80,149,0.238,3.91,2,3,3,1,949,1,104,12,11,9 +belinst01,1992,1,PIT,NL,6,4,59,0,0,0,18,214,58,25,8,29,57,0.223,3.15,5,1,0,0,299,42,26,4,6,1 +beller01,1992,1,CLE,AL,0,2,7,1,0,0,0,46,22,13,1,9,10,0.349,7.63,0,1,1,0,75,2,13,1,1,2 +benesan01,1992,1,SDN,NL,13,14,34,34,2,2,0,694,230,86,14,61,169,0.264,3.35,6,1,5,1,961,0,90,19,6,12 +berenju01,1992,1,ATL,NL,3,1,28,0,0,0,1,100,35,19,7,16,19,0.269,5.13,4,2,1,2,148,8,22,1,0,3 +berenju01,1992,2,KCA,AL,1,4,19,2,0,0,0,134,42,28,3,20,26,0.247,5.64,3,2,1,1,195,2,30,1,3,2 +bielemi01,1992,1,ATL,NL,2,4,19,14,1,1,0,242,77,23,2,27,62,0.254,2.57,1,4,1,0,336,0,27,3,2,7 +birkbmi01,1992,1,NYN,NL,0,1,1,1,0,0,0,21,12,7,3,1,2,0.387,9.00,1,1,0,0,33,0,7,1,0,2 +blackbu02,1992,1,SFN,NL,10,12,28,28,2,1,0,531,178,78,23,59,82,0.263,3.97,11,3,1,7,749,0,88,8,4,17 +blairwi01,1992,1,HOU,NL,5,7,29,8,0,0,0,236,74,35,5,25,48,0.249,4.00,2,2,2,0,331,1,47,4,3,6 +blylebe01,1992,1,CAL,AL,8,12,25,24,1,0,0,399,150,70,17,29,70,0.285,4.74,2,3,5,1,568,0,76,3,5,11 +boddimi01,1992,1,KCA,AL,1,4,29,8,0,0,3,260,92,48,5,37,47,0.270,4.98,3,2,8,0,392,8,50,2,3,9 +boevejo01,1992,1,HOU,NL,3,6,81,0,0,0,2,334,103,31,3,45,67,0.248,2.51,9,4,4,0,479,26,38,10,4,7 +bohanbr01,1992,1,TEX,AL,1,1,18,7,0,0,0,137,57,32,7,25,29,0.297,6.31,0,2,1,0,220,3,38,0,2,4 +boltoto01,1992,1,BOS,AL,1,2,21,1,0,0,0,87,34,11,0,14,23,0.286,3.41,1,2,2,1,135,6,11,0,0,3 +boltoto01,1992,2,CIN,NL,3,3,16,8,0,0,0,139,52,27,9,23,27,0.284,5.24,2,3,2,1,210,3,28,1,1,5 +bonesri01,1992,1,ML4,AL,9,10,31,28,0,0,0,490,169,83,27,48,65,0.264,4.57,0,3,9,2,705,0,90,2,5,11 +borbope02,1992,1,ATL,NL,0,1,2,0,0,0,0,4,2,1,0,1,1,0.333,6.75,1,0,0,0,7,2,1,0,0,0 +bosioch01,1992,1,ML4,AL,16,6,33,33,4,2,0,694,223,93,21,44,120,0.254,3.62,1,8,4,2,937,0,100,6,5,24 +boskish01,1992,1,CHN,NL,5,11,23,18,0,0,0,275,96,51,14,36,39,0.284,5.01,3,5,4,1,393,2,55,9,6,12 +botteke01,1992,1,MON,NL,1,2,10,4,0,0,1,97,26,8,1,11,14,0.217,2.23,1,0,1,0,135,2,9,1,2,2 +bouchde01,1992,1,CLE,AL,2,2,8,7,0,0,0,123,48,29,9,20,17,0.302,6.37,0,1,1,0,184,0,29,1,3,7 +bowenry01,1992,1,HOU,NL,0,7,11,9,0,0,0,101,48,41,8,30,22,0.333,10.96,3,5,2,0,179,2,43,3,0,2 +brantcl01,1992,1,PHI,NL,2,6,28,9,0,0,0,229,71,39,6,58,32,0.251,4.60,4,4,4,1,353,6,45,5,3,9 +brantje01,1992,1,SFN,NL,7,7,56,4,0,0,7,275,67,30,8,45,86,0.207,2.95,5,3,3,1,381,32,32,7,3,6 +brinkbr01,1992,1,PHI,NL,0,4,8,7,0,0,0,124,53,19,2,13,16,0.308,4.14,2,0,1,0,187,0,27,1,0,5 +briscjo01,1992,1,OAK,AL,0,1,2,2,0,0,0,21,12,5,0,9,4,0.400,6.43,0,2,0,0,40,0,6,1,0,1 +brocado01,1992,1,SDN,NL,0,0,3,3,0,0,0,42,17,10,2,5,15,0.298,6.43,0,0,0,0,64,0,10,2,0,0 +brownke01,1992,1,TEX,AL,21,11,35,35,11,1,0,797,262,98,11,76,173,0.260,3.32,2,8,10,2,1108,0,117,7,8,29 +brownke02,1992,1,CIN,NL,0,1,2,2,0,0,0,24,10,4,2,5,5,0.313,4.50,0,0,0,0,37,0,5,0,0,2 +brownke03,1992,1,SEA,AL,0,0,2,0,0,0,0,9,4,3,1,3,2,0.333,9.00,0,0,0,0,15,0,3,0,0,1 +brownto05,1992,1,CIN,NL,6,5,16,16,0,0,0,261,108,49,6,28,33,0.311,5.07,7,3,2,1,386,0,49,5,4,10 +bulliji01,1992,1,CHN,NL,2,8,39,9,1,0,7,255,72,44,9,54,36,0.233,4.66,6,4,4,0,380,15,49,9,4,6 +burbada01,1992,1,SFN,NL,2,7,23,11,0,0,0,212,80,39,4,31,47,0.287,4.97,2,1,2,1,318,4,43,2,4,7 +burkejo03,1992,1,SFN,NL,13,9,32,32,3,1,0,569,194,81,13,45,107,0.264,3.84,6,0,4,0,799,0,96,11,4,13 +burketi01,1992,1,NYN,NL,1,2,15,0,0,0,0,47,26,10,1,3,7,0.371,5.74,0,2,0,0,76,9,15,1,1,1 +burketi01,1992,2,NYA,AL,2,2,23,0,0,0,0,83,26,10,2,15,8,0.250,3.25,4,2,1,0,122,10,14,2,0,2 +burnsto02,1992,1,TEX,AL,3,5,35,10,0,0,1,309,97,44,8,32,55,0.249,3.84,1,5,4,0,433,9,54,2,4,7 +butchmi01,1992,1,CAL,AL,2,2,19,0,0,0,0,83,29,10,3,13,24,0.264,3.25,1,0,2,0,125,6,11,0,0,2 +cadargr01,1992,1,NYA,AL,4,8,46,11,1,1,1,311,104,49,12,74,73,0.267,4.25,7,5,2,1,471,9,53,3,3,9 +campbke01,1992,1,OAK,AL,2,3,32,5,0,0,1,195,66,37,4,45,38,0.267,5.12,3,2,0,0,297,6,39,3,2,5 +campbmi01,1992,1,TEX,AL,0,1,1,0,0,0,0,11,3,4,1,2,2,0.231,9.82,0,0,0,0,15,0,4,0,0,1 +candejo01,1992,1,LAN,NL,2,5,50,0,0,0,5,76,20,8,1,13,23,0.220,2.84,3,1,0,0,108,11,9,2,2,0 +candito01,1992,1,LAN,NL,11,15,32,30,6,2,0,611,177,68,13,63,152,0.237,3.00,5,9,3,2,839,1,78,20,6,17 +carmado01,1992,1,TEX,AL,0,0,2,0,0,0,0,7,4,2,0,0,2,0.364,7.71,0,0,0,0,11,1,3,0,0,0 +carpecr01,1992,1,SLN,NL,5,4,73,0,0,0,1,264,69,29,10,27,46,0.220,2.97,8,5,4,0,355,21,29,8,3,7 +cartela01,1992,1,SFN,NL,1,5,6,6,0,0,0,99,34,17,6,18,21,0.270,4.64,0,2,0,0,147,0,17,2,1,3 +casiala01,1992,1,MIN,AL,1,0,6,0,0,0,0,20,7,2,0,1,2,0.259,2.70,0,0,0,0,28,1,2,0,0,0 +castifr01,1992,1,CHN,NL,10,11,33,33,0,0,0,616,179,79,19,63,135,0.232,3.46,6,11,6,0,856,0,91,11,5,6 +chapida01,1992,1,PHI,NL,0,0,1,0,0,0,0,6,2,2,1,0,1,0.250,9.00,0,1,0,0,8,0,2,0,0,0 +charlno01,1992,1,CIN,NL,4,2,64,0,0,0,26,244,79,27,7,26,90,0.262,2.99,4,8,3,0,341,46,39,7,3,7 +chiamsc01,1992,1,TEX,AL,0,4,4,4,0,0,0,76,25,10,2,5,13,0.260,3.55,0,1,0,0,102,0,11,0,1,5 +chrismi02,1992,1,CLE,AL,0,0,10,0,0,0,0,54,17,6,2,10,13,0.254,3.00,1,2,0,0,79,4,8,1,1,1 +clarkma01,1992,1,SLN,NL,3,10,20,20,1,1,0,340,117,56,12,36,44,0.265,4.45,2,4,0,0,488,0,59,7,4,8 +clemepa01,1992,1,SDN,NL,2,1,27,0,0,0,0,71,25,7,0,12,11,0.281,2.66,4,0,2,0,105,7,9,2,0,3 +clemepa01,1992,2,BAL,AL,2,0,23,0,0,0,0,74,23,9,0,11,9,0.258,3.28,0,1,2,0,105,4,10,2,1,3 +clemero02,1992,1,BOS,AL,18,11,32,32,11,5,0,740,203,66,11,62,208,0.224,2.41,5,3,9,0,989,0,80,5,5,28 +colevi01,1992,1,PIT,NL,0,2,8,4,0,0,0,69,23,14,1,14,12,0.261,5.48,0,1,0,0,104,2,14,1,1,1 +combspa01,1992,1,PHI,NL,1,1,4,4,0,0,0,56,20,16,0,12,11,0.278,7.71,0,1,0,0,88,0,16,3,1,1 +coneda01,1992,1,NYN,NL,13,7,27,27,7,5,0,590,162,63,12,82,214,0.223,2.88,5,9,9,1,831,0,75,6,6,8 +coneda01,1992,2,TOR,AL,4,3,8,7,0,0,0,159,39,15,3,29,47,0.207,2.55,2,3,3,0,224,0,16,0,3,1 +cookde01,1992,1,CLE,AL,5,7,32,25,1,0,0,474,156,67,29,50,96,0.255,3.82,2,4,2,5,669,1,79,3,3,7 +cookest01,1992,1,PIT,NL,2,0,11,0,0,0,1,69,22,9,2,4,10,0.253,3.52,1,0,0,0,91,8,9,0,0,3 +cormirh01,1992,1,SLN,NL,10,10,31,30,3,0,0,558,194,76,15,33,117,0.269,3.68,2,4,5,2,772,1,83,11,3,19 +corsiji01,1992,1,OAK,AL,4,2,32,0,0,0,0,132,44,7,2,18,19,0.275,1.43,2,0,0,0,185,16,12,4,2,7 +coxda01,1992,1,PHI,NL,2,2,9,7,0,0,0,115,46,23,3,19,30,0.299,5.40,1,0,0,0,178,0,28,3,2,2 +coxda01,1992,2,PIT,NL,3,1,16,0,0,0,3,73,20,9,2,8,18,0.225,3.33,1,1,0,0,100,8,9,2,1,0 +crewsti01,1992,1,LAN,NL,0,3,49,2,0,0,0,234,95,45,6,20,43,0.310,5.19,9,3,2,0,339,13,46,6,5,3 +crimch01,1992,1,CAL,AL,7,6,57,0,0,0,1,261,100,50,11,29,30,0.293,5.17,6,4,6,0,383,16,56,3,4,8 +darliro01,1992,1,OAK,AL,15,10,33,33,4,3,0,619,198,84,15,72,99,0.253,3.66,5,13,4,0,866,0,98,4,3,15 +darwida01,1992,1,BOS,AL,9,9,51,15,2,0,3,484,159,71,11,53,124,0.257,3.96,9,5,5,0,688,21,76,7,5,7 +davisma01,1992,1,KCA,AL,1,3,13,6,0,0,0,109,42,29,6,28,19,0.294,7.18,0,1,0,0,176,4,31,1,4,2 +davisma01,1992,2,ATL,NL,1,0,14,0,0,0,0,50,22,13,3,13,15,0.314,7.02,2,4,1,1,85,7,13,0,1,1 +davisst02,1992,1,BAL,AL,7,3,48,2,0,0,4,268,79,34,5,36,53,0.244,3.43,6,4,2,0,372,24,35,6,4,10 +deleojo01,1992,1,SLN,NL,2,7,29,15,0,0,0,307,95,52,7,43,72,0.245,4.57,1,3,2,0,443,3,56,5,6,4 +deleojo01,1992,2,PHI,NL,0,1,3,3,0,0,0,45,16,5,0,5,7,0.281,3.00,0,0,0,0,63,0,7,1,0,1 +delucri01,1992,1,SEA,AL,3,6,30,11,0,0,1,251,100,51,13,35,66,0.293,5.49,1,1,2,0,382,6,55,2,2,6 +deshaji01,1992,1,SDN,NL,4,7,15,15,0,0,0,288,92,35,6,33,46,0.258,3.28,2,1,1,2,395,0,40,3,2,7 +deweyma01,1992,1,NYN,NL,1,0,20,0,0,0,0,100,37,16,2,10,24,0.280,4.32,2,0,0,1,143,6,16,1,0,3 +dibblro01,1992,1,CIN,NL,3,5,63,0,0,0,25,211,48,24,3,31,110,0.193,3.07,2,6,2,0,286,49,26,2,2,3 +dipinfr01,1992,1,SLN,NL,0,0,9,0,0,0,0,33,9,2,0,3,8,0.220,1.64,0,0,0,0,45,3,2,1,0,0 +doherjo02,1992,1,DET,AL,7,4,47,11,0,0,3,348,131,50,4,25,37,0.287,3.88,5,5,4,0,491,9,61,3,2,24 +dopsojo01,1992,1,BOS,AL,7,11,25,25,0,0,0,424,159,64,17,38,55,0.287,4.08,2,3,2,3,598,0,78,2,2,17 +downske01,1992,1,SFN,NL,1,2,19,7,0,0,0,187,65,24,4,24,33,0.275,3.47,0,4,3,0,272,5,27,7,2,3 +downske01,1992,2,OAK,AL,5,5,18,13,0,0,0,246,72,30,4,46,38,0.237,3.29,3,3,4,1,364,2,36,6,4,6 +drabedo01,1992,1,PIT,NL,15,11,34,34,10,4,0,770,218,79,17,54,177,0.231,2.77,8,11,6,1,1021,0,84,8,8,20 +drahmbr01,1992,1,CHA,AL,0,0,5,0,0,0,0,21,6,2,0,2,1,0.222,2.57,0,1,0,0,29,2,3,0,0,1 +dunnemi01,1992,1,CHA,AL,2,0,4,1,0,0,0,38,12,6,0,6,6,0.255,4.26,1,0,1,0,54,0,7,0,0,1 +eckerde01,1992,1,OAK,AL,7,1,69,0,0,0,51,240,62,17,5,11,93,0.211,1.91,6,0,1,0,309,65,17,3,0,3 +edensto01,1992,1,MIN,AL,6,3,52,0,0,0,3,229,65,24,1,36,57,0.236,2.83,3,5,2,0,317,14,26,4,0,9 +eichhma01,1992,1,CAL,AL,2,4,42,0,0,0,2,170,51,15,2,18,42,0.238,2.38,8,3,0,1,237,19,19,2,3,4 +eichhma01,1992,2,TOR,AL,2,0,23,0,0,0,0,93,35,15,1,7,19,0.285,4.35,0,6,2,0,135,7,15,1,2,2 +eilanda01,1992,1,SDN,NL,0,2,7,7,0,0,0,81,33,17,1,5,10,0.287,5.67,0,0,0,1,120,0,21,0,0,2 +eldreca01,1992,1,ML4,AL,11,2,14,14,2,1,0,301,76,20,4,23,62,0.207,1.79,0,3,2,0,394,0,21,1,0,5 +embreal01,1992,1,CLE,AL,0,2,4,4,0,0,0,54,19,14,3,8,12,0.271,7.00,0,1,1,1,81,0,14,0,2,1 +ericksc01,1992,1,MIN,AL,13,12,32,32,5,3,0,636,197,80,18,83,101,0.252,3.40,3,6,8,1,888,0,86,9,7,32 +farrst01,1992,1,NYA,AL,2,2,50,0,0,0,30,156,34,9,2,19,37,0.186,1.56,0,0,2,0,207,42,10,1,2,3 +fasseje01,1992,1,MON,NL,8,7,70,0,0,0,1,257,81,27,1,34,63,0.249,2.84,6,7,2,1,368,22,35,5,2,6 +fernaal01,1992,1,CHA,AL,8,11,29,29,4,2,0,563,199,89,21,50,95,0.270,4.27,3,3,8,0,804,0,100,6,4,15 +fernasi01,1992,1,NYN,NL,14,11,32,32,5,2,0,644,162,65,12,67,193,0.210,2.73,4,0,4,0,865,0,67,12,11,5 +fettemi01,1992,1,ML4,AL,5,1,50,0,0,0,2,188,38,13,3,24,43,0.185,1.87,2,4,7,1,243,11,15,5,2,8 +filerto01,1992,1,NYN,NL,0,1,9,1,0,0,0,66,18,5,2,6,9,0.222,2.05,2,1,0,0,88,1,8,1,0,1 +finlech01,1992,1,CAL,AL,7,12,31,31,4,1,0,613,212,90,24,98,124,0.278,3.96,2,6,3,0,885,0,99,10,10,28 +fireost01,1992,1,TEX,AL,1,0,3,0,0,0,0,20,10,3,0,4,0,0.370,4.05,2,0,0,0,31,0,5,0,0,2 +fishebr01,1992,1,SEA,AL,4,3,22,14,0,0,1,274,80,46,9,47,26,0.234,4.53,2,3,1,1,394,2,49,1,3,4 +flanami01,1992,1,BAL,AL,0,0,42,0,0,0,0,104,50,31,3,23,17,0.338,8.05,1,4,5,0,180,15,34,2,2,5 +flemida01,1992,1,SEA,AL,17,10,33,33,7,4,0,685,225,86,13,60,112,0.257,3.39,3,8,4,1,946,0,95,3,2,16 +fortuti01,1992,1,CAL,AL,1,1,14,5,1,1,1,125,37,24,5,19,31,0.236,5.18,0,2,0,1,177,5,24,0,1,2 +fossato01,1992,1,BOS,AL,1,2,60,0,0,0,2,89,31,8,1,14,19,0.279,2.43,3,0,1,0,129,17,9,3,0,2 +fostest01,1992,1,CIN,NL,1,1,31,1,0,0,2,150,52,16,4,13,34,0.275,2.88,1,1,0,0,209,7,16,5,2,4 +francjo01,1992,1,NYN,NL,6,2,31,0,0,0,15,99,24,6,1,11,20,0.209,1.64,2,0,0,0,128,30,6,0,2,6 +freemma02,1992,1,ATL,NL,7,5,58,0,0,0,3,193,61,23,7,29,41,0.251,3.22,7,4,1,0,276,15,26,2,1,6 +freyst01,1992,1,CAL,AL,4,2,51,0,0,0,4,136,39,18,6,22,24,0.238,3.57,3,1,2,0,193,20,18,2,3,3 +frohwto01,1992,1,BAL,AL,4,3,65,0,0,0,4,318,97,29,4,41,58,0.247,2.46,4,1,3,0,444,23,33,7,1,14 +gardimi01,1992,1,BOS,AL,4,10,28,18,0,0,0,392,126,69,12,58,79,0.253,4.75,2,8,2,0,566,3,78,3,5,12 +gardnma01,1992,1,MON,NL,12,10,33,30,0,0,0,539,179,87,15,60,132,0.259,4.36,2,2,9,0,778,1,91,12,7,2 +gibsopa01,1992,1,NYN,NL,0,1,43,1,0,0,0,186,70,36,7,25,49,0.287,5.23,0,1,0,0,273,12,37,3,1,4 +glavito02,1992,1,ATL,NL,20,8,33,33,7,5,0,675,197,69,6,70,129,0.235,2.76,7,5,2,0,919,0,81,2,6,18 +gleatje01,1992,1,PIT,NL,1,0,23,0,0,0,0,95,34,15,4,19,18,0.283,4.26,3,1,0,0,142,6,16,2,1,3 +goodedw01,1992,1,NYN,NL,10,13,31,31,3,0,0,618,197,84,11,70,145,0.255,3.67,7,3,3,1,863,0,93,10,7,20 +gordoto01,1992,1,KCA,AL,6,10,40,11,0,0,0,353,116,60,9,55,98,0.258,4.59,4,5,4,2,516,13,67,2,6,12 +gossari01,1992,1,OAK,AL,0,2,30,0,0,0,0,114,32,12,5,19,26,0.230,2.84,4,0,2,0,163,13,13,1,2,2 +gottji01,1992,1,LAN,NL,3,3,68,0,0,0,6,264,72,24,4,41,75,0.225,2.45,13,9,1,3,369,28,27,6,1,6 +gozzoma01,1992,1,MIN,AL,0,0,2,0,0,0,0,5,7,5,2,0,1,0.583,27.00,0,1,0,0,12,0,5,0,0,0 +grahejo01,1992,1,CAL,AL,5,6,46,7,0,0,21,284,85,37,5,39,39,0.246,3.52,2,3,6,0,399,31,37,4,4,12 +grantma01,1992,1,SEA,AL,2,4,23,10,0,0,0,243,100,35,6,22,42,0.311,3.89,2,2,2,0,352,4,39,5,1,11 +greento01,1992,1,PHI,NL,3,3,13,12,0,0,0,193,75,38,5,34,39,0.291,5.32,2,1,0,0,298,0,39,4,2,6 +groombu01,1992,1,DET,AL,0,5,12,7,0,0,1,116,48,25,4,22,15,0.320,5.82,4,0,0,1,177,3,28,3,2,4 +grosske01,1992,1,LAN,NL,8,13,34,30,4,3,0,614,182,72,11,77,158,0.241,3.17,10,4,3,2,856,0,82,14,6,12 +grosski01,1992,1,LAN,NL,1,1,16,1,0,0,0,71,32,11,1,10,14,0.323,4.18,1,1,0,1,109,7,14,0,0,3 +gubicma01,1992,1,KCA,AL,7,6,18,18,2,1,0,334,110,46,8,36,81,0.259,3.72,3,5,1,1,470,0,47,5,3,10 +guettle01,1992,1,NYA,AL,1,1,15,0,0,0,0,68,35,24,5,13,5,0.354,9.53,3,1,0,0,114,7,24,0,2,2 +guettle01,1992,2,NYN,NL,3,4,43,0,0,0,2,130,57,28,5,14,15,0.324,5.82,5,3,1,0,196,15,28,2,3,7 +gullibi01,1992,1,DET,AL,14,13,34,34,4,1,0,665,228,107,35,50,64,0.267,4.34,5,6,0,0,919,0,109,7,9,15 +gundeer01,1992,1,SEA,AL,2,1,9,0,0,0,0,28,12,9,1,5,2,0.324,8.68,3,0,1,2,45,4,12,0,2,0 +guthrma01,1992,1,MIN,AL,2,3,54,0,0,0,5,225,59,24,7,23,76,0.215,2.88,7,2,0,0,303,15,27,4,2,4 +guzmajo01,1992,1,TEX,AL,16,11,33,33,5,0,0,672,229,91,17,73,179,0.268,3.66,0,6,4,0,947,0,103,9,7,20 +guzmajo02,1992,1,OAK,AL,0,0,2,0,0,0,0,9,8,4,0,0,0,0.471,12.00,0,0,1,0,18,2,4,0,0,1 +guzmaju01,1992,1,TOR,AL,16,5,28,28,1,0,0,542,135,53,6,72,165,0.207,2.64,2,14,1,2,733,0,56,5,3,7 +haasda01,1992,1,DET,AL,5,3,12,11,1,1,0,185,68,27,8,16,29,0.276,3.94,1,2,1,0,264,1,30,1,0,4 +habyajo01,1992,1,NYA,AL,5,6,56,0,0,0,7,218,84,31,6,21,44,0.295,3.84,5,2,2,1,316,20,32,5,3,11 +hammoch01,1992,1,CIN,NL,7,10,28,26,0,0,0,442,149,69,13,55,79,0.266,4.21,6,6,3,0,627,1,75,5,3,11 +haneych01,1992,1,MON,NL,2,3,9,6,1,1,0,114,40,23,6,10,27,0.270,5.45,0,5,4,1,165,2,25,0,3,5 +haneych01,1992,2,KCA,AL,2,3,7,7,1,1,0,126,35,18,5,16,27,0.226,3.86,2,0,0,0,174,0,18,0,3,1 +hansoer01,1992,1,SEA,AL,8,17,31,30,6,1,0,560,209,100,14,57,112,0.287,4.82,1,6,7,0,809,0,110,8,9,25 +harkemi01,1992,1,CHN,NL,4,0,7,7,0,0,0,114,34,8,4,15,21,0.243,1.89,0,3,1,1,159,0,13,1,2,2 +harnipe01,1992,1,HOU,NL,9,10,34,34,0,0,0,620,182,85,18,64,164,0.234,3.70,3,4,5,1,859,0,92,5,5,8 +harrige01,1992,1,SEA,AL,0,0,8,0,0,0,0,27,8,7,3,6,6,0.235,7.00,0,0,0,1,40,2,7,0,0,1 +harrige01,1992,2,SDN,NL,0,2,14,1,0,0,0,64,15,7,0,9,19,0.195,2.95,0,1,1,1,90,2,8,3,0,1 +harrigr01,1992,1,BOS,AL,4,9,70,2,1,0,4,323,82,30,6,60,73,0.215,2.51,11,5,4,0,459,22,38,8,5,11 +harrigr02,1992,1,SDN,NL,4,8,20,20,1,0,0,354,113,54,13,35,66,0.252,4.12,2,2,2,1,496,0,62,8,3,4 +hartlmi01,1992,1,PHI,NL,7,6,46,0,0,0,0,165,54,21,5,23,53,0.255,3.44,6,4,2,0,243,15,23,5,1,2 +hartsje01,1992,1,CHN,NL,0,0,4,0,0,0,0,28,15,7,2,4,6,0.375,6.75,0,2,0,0,46,0,7,1,1,0 +harvebr01,1992,1,CAL,AL,0,4,25,0,0,0,13,86,22,9,4,11,34,0.208,2.83,1,4,0,0,122,22,12,2,3,1 +hathahi01,1992,1,CAL,AL,0,0,2,1,0,0,0,17,8,5,1,3,1,0.333,7.94,0,0,0,0,29,0,5,1,1,0 +heatone01,1992,1,KCA,AL,3,1,31,0,0,0,0,123,43,19,5,22,29,0.274,4.17,2,3,1,1,185,8,21,2,3,5 +heatone01,1992,2,ML4,AL,0,0,1,0,0,0,0,3,0,0,0,1,2,0.000,0.00,0,0,0,0,4,1,0,0,0,0 +henketo01,1992,1,TOR,AL,3,2,57,0,0,0,34,167,40,14,5,22,46,0.197,2.26,2,4,0,0,228,50,19,0,3,3 +hennemi01,1992,1,DET,AL,2,6,60,0,0,0,24,232,75,34,6,20,58,0.256,3.96,10,7,0,0,321,53,36,3,5,7 +henrybu01,1992,1,HOU,NL,6,9,28,28,2,1,0,497,185,74,16,41,96,0.285,4.02,7,2,1,2,710,0,81,12,7,10 +henrydo01,1992,1,ML4,AL,1,4,68,0,0,0,29,195,64,29,6,24,52,0.256,4.02,4,4,0,0,277,56,34,1,2,2 +henrydw01,1992,1,CIN,NL,3,3,60,0,0,0,0,251,59,31,4,44,72,0.199,3.33,6,12,1,0,352,11,31,7,3,3 +hentgpa01,1992,1,TOR,AL,5,2,28,2,0,0,0,151,49,30,7,32,39,0.254,5.36,5,2,0,1,229,10,30,2,2,5 +heredgi01,1992,1,SFN,NL,2,3,13,4,0,0,0,90,32,18,3,16,15,0.278,5.40,1,1,1,0,132,3,20,0,0,4 +heredgi01,1992,2,MON,NL,0,0,7,1,0,0,0,44,12,3,1,4,7,0.250,1.84,0,0,0,0,55,1,3,2,1,3 +hernaje02,1992,1,SDN,NL,1,4,26,0,0,0,1,110,39,17,4,11,25,0.291,4.17,5,0,1,0,157,11,17,6,5,1 +hernaro01,1992,1,CHA,AL,7,3,43,0,0,0,12,213,45,13,4,20,68,0.180,1.65,1,2,4,0,277,27,15,0,3,2 +hernaxa01,1992,1,HOU,NL,9,1,77,0,0,0,7,333,81,26,5,42,96,0.200,2.11,7,5,3,0,454,25,31,3,2,5 +hershor01,1992,1,LAN,NL,10,15,33,33,1,0,0,632,209,86,15,69,130,0.257,3.67,13,10,8,0,910,0,101,15,6,19 +heskejo01,1992,1,BOS,AL,8,9,30,25,1,0,1,446,162,72,15,58,104,0.276,4.36,9,6,2,0,659,1,84,5,6,10 +hibbagr01,1992,1,CHA,AL,10,7,31,28,0,0,1,528,187,86,17,57,69,0.277,4.40,2,1,7,1,755,2,92,10,6,19 +hickebr01,1992,1,SFN,NL,5,3,61,1,0,0,0,262,74,30,7,21,68,0.236,3.09,2,4,1,1,345,8,31,4,5,8 +hillesh01,1992,1,NYA,AL,1,8,21,9,1,1,0,235,96,48,12,33,46,0.306,5.51,1,2,0,0,351,4,52,1,3,7 +hillesh01,1992,2,OAK,AL,0,0,5,0,0,0,0,23,8,2,1,4,3,0.276,2.35,1,0,0,0,34,2,5,1,0,2 +hillke01,1992,1,MON,NL,16,9,33,33,3,3,0,654,187,65,13,75,150,0.230,2.68,4,11,3,4,908,0,76,15,3,12 +hillmer01,1992,1,NYN,NL,2,2,11,8,0,0,0,157,67,31,9,10,16,0.318,5.33,2,1,2,0,227,2,31,3,1,6 +hillmi01,1992,1,CIN,NL,0,0,14,0,0,0,1,60,15,7,1,5,10,0.211,3.15,2,0,1,0,80,5,9,2,1,1 +hitchst01,1992,1,NYA,AL,0,2,3,3,0,0,0,39,23,12,2,6,6,0.377,8.31,0,0,1,0,68,0,12,0,0,1 +hollije01,1992,1,CHN,NL,0,0,4,0,0,0,0,14,8,7,1,5,0,0.400,13.50,0,1,0,0,27,3,7,0,2,0 +holmeda01,1992,1,ML4,AL,4,4,41,0,0,0,6,127,35,12,1,11,31,0.224,2.55,4,0,2,0,173,25,12,4,0,3 +honeyri01,1992,1,OAK,AL,1,4,54,0,0,0,3,117,41,16,2,10,32,0.272,3.69,3,2,3,0,169,7,19,4,1,3 +horsmvi01,1992,1,OAK,AL,2,1,58,0,0,0,1,130,39,12,3,21,18,0.252,2.49,4,1,0,0,180,9,13,3,1,9 +houghch01,1992,1,CHA,AL,7,12,27,27,4,0,0,529,160,77,19,66,76,0.239,3.93,2,10,7,1,751,0,88,2,6,13 +howelja01,1992,1,LAN,NL,1,3,41,0,0,0,4,140,41,8,2,18,36,0.230,1.54,5,3,1,1,203,26,9,5,1,1 +howest01,1992,1,NYA,AL,3,0,20,0,0,0,6,66,9,6,1,3,12,0.122,2.45,1,1,0,0,79,10,7,1,1,1 +hoype01,1992,1,BOS,AL,0,0,5,0,0,0,0,11,8,3,0,2,2,0.471,7.36,1,0,0,0,19,2,3,0,0,2 +hurstbr01,1992,1,SDN,NL,14,9,32,32,6,4,0,652,223,93,22,51,131,0.267,3.85,3,4,0,3,902,0,96,12,4,8 +hurstjo01,1992,1,MON,NL,1,1,3,3,0,0,0,49,18,10,1,7,4,0.281,5.51,0,1,1,0,72,0,10,0,0,0 +innisje01,1992,1,NYN,NL,6,9,76,0,0,0,1,264,85,28,4,36,39,0.266,2.86,4,1,6,0,373,28,32,7,4,14 +irvinda01,1992,1,BOS,AL,3,4,21,0,0,0,0,84,31,19,1,14,10,0.287,6.11,2,3,2,0,128,8,20,1,3,1 +jacksda02,1992,1,CHN,NL,4,9,19,19,0,0,0,339,117,53,5,48,51,0.270,4.22,3,1,3,2,501,0,59,11,5,11 +jacksda02,1992,2,PIT,NL,4,4,15,15,0,0,0,265,94,33,1,29,46,0.276,3.36,3,1,1,0,382,0,40,6,5,6 +jacksmi02,1992,1,SFN,NL,6,6,67,0,0,0,2,246,76,34,7,33,80,0.252,3.73,10,1,4,0,346,24,35,5,2,9 +jeffcmi01,1992,1,TEX,AL,0,1,6,3,0,0,0,59,28,16,2,5,6,0.350,7.32,0,0,0,0,89,2,17,2,2,1 +johnsje02,1992,1,NYA,AL,2,3,13,8,0,0,0,158,71,39,4,23,14,0.329,6.66,0,1,2,0,245,3,44,2,2,9 +johnsjo06,1992,1,KCA,AL,0,0,5,0,0,0,0,8,3,4,2,2,0,0.273,13.50,0,1,0,0,13,1,4,0,0,0 +johnsra05,1992,1,SEA,AL,12,14,31,31,6,2,0,631,154,88,13,144,241,0.206,3.77,1,13,18,1,922,0,104,3,8,14 +jonesba01,1992,1,PHI,NL,5,6,44,0,0,0,0,163,65,28,3,24,19,0.305,4.64,4,1,2,2,243,10,30,2,2,8 +jonesba01,1992,2,NYN,NL,2,0,17,0,0,0,1,46,20,16,0,11,11,0.317,9.39,3,1,0,0,76,7,16,1,1,2 +jonesca01,1992,1,SEA,AL,3,5,38,1,0,0,0,185,50,39,8,47,49,0.226,5.69,1,10,2,0,275,14,39,1,4,5 +jonesdo01,1992,1,HOU,NL,11,8,80,0,0,0,36,335,96,23,5,17,93,0.235,1.85,5,2,5,1,440,70,29,9,0,7 +jonesji02,1992,1,HOU,NL,10,6,25,23,0,0,0,418,135,63,13,39,69,0.258,4.07,3,4,5,1,579,1,64,7,4,11 +kamiesc01,1992,1,NYA,AL,6,14,28,28,4,0,0,564,193,91,13,74,88,0.269,4.36,9,9,5,1,804,0,100,3,5,20 +keyji01,1992,1,TOR,AL,13,13,33,33,4,2,0,650,205,85,24,59,117,0.248,3.53,0,5,4,0,900,0,88,2,7,11 +kielyjo01,1992,1,DET,AL,4,2,39,0,0,0,0,165,44,13,2,28,18,0.224,2.13,3,0,0,0,231,20,14,4,3,7 +kileda01,1992,1,HOU,NL,5,10,22,22,2,0,0,376,124,55,8,63,90,0.261,3.95,4,3,4,4,554,0,61,5,6,8 +kinger01,1992,1,DET,AL,4,6,17,14,0,0,1,238,90,46,12,28,45,0.285,5.22,1,3,1,0,348,2,47,1,2,5 +kippebo01,1992,1,MIN,AL,3,3,25,0,0,0,0,116,40,19,8,14,22,0.268,4.42,3,1,3,0,168,12,23,2,0,3 +knudsku01,1992,1,DET,AL,2,3,48,1,0,0,5,212,70,36,9,41,51,0.264,4.58,9,5,1,0,313,14,39,4,2,4 +kramera01,1992,1,SEA,AL,0,1,4,4,0,0,0,49,30,14,2,7,6,0.400,7.71,0,0,1,0,84,0,14,1,0,2 +kruegbi01,1992,1,MIN,AL,10,6,27,27,2,2,0,484,166,77,18,46,86,0.263,4.30,2,11,3,0,684,0,82,4,1,13 +kruegbi01,1992,2,MON,NL,0,2,9,2,0,0,0,52,23,13,0,7,13,0.315,6.75,0,1,1,0,81,3,13,0,0,0 +lampde01,1992,1,PIT,NL,1,1,21,0,0,0,0,84,33,16,3,9,15,0.292,5.14,4,0,2,1,125,2,16,1,0,2 +lancale01,1992,1,DET,AL,3,4,41,1,0,0,0,260,101,61,11,51,35,0.294,6.33,12,2,3,0,404,17,66,2,4,8 +landrbi01,1992,1,MON,NL,1,1,18,0,0,0,0,60,27,16,3,9,7,0.325,7.20,2,0,2,0,95,6,16,1,0,2 +langsma01,1992,1,CAL,AL,13,14,32,32,9,2,0,687,206,93,14,74,174,0.242,3.66,2,5,6,0,941,0,103,4,5,23 +leachte01,1992,1,CHA,AL,6,5,51,0,0,0,0,221,57,16,2,20,22,0.215,1.95,5,0,4,0,292,21,17,2,1,4 +learyti01,1992,1,NYA,AL,5,6,18,15,2,0,0,291,84,60,9,57,34,0.245,5.57,2,7,4,0,414,2,62,4,6,14 +learyti01,1992,2,SEA,AL,3,4,8,8,1,0,0,132,47,24,3,30,12,0.280,4.91,3,2,5,0,210,0,27,2,5,4 +leffecr01,1992,1,SDN,NL,13,9,27,27,0,0,0,490,180,67,16,35,81,0.285,3.69,2,4,0,1,684,0,76,12,5,13 +leffecr01,1992,2,BAL,AL,1,3,5,5,1,0,0,99,34,15,3,6,23,0.268,4.09,0,1,0,0,136,0,19,2,1,4 +leibrch01,1992,1,ATL,NL,15,7,32,31,5,2,0,579,191,72,9,42,104,0.258,3.36,4,3,5,2,799,0,78,7,4,6 +leiteal01,1992,1,TOR,AL,0,0,1,0,0,0,0,3,1,1,0,2,0,0.200,9.00,0,0,0,0,7,0,1,0,0,0 +leitema01,1992,1,DET,AL,8,5,35,14,1,0,0,336,116,52,9,43,75,0.277,4.18,5,3,3,0,475,7,57,2,8,11 +leonda01,1992,1,TEX,AL,1,1,15,0,0,0,0,55,18,12,5,10,15,0.254,5.89,0,0,3,0,84,3,14,0,0,2 +lewisri01,1992,1,BAL,AL,1,1,2,2,0,0,0,20,13,8,1,7,4,0.406,10.80,0,0,0,0,40,0,8,0,1,0 +lewissc01,1992,1,CAL,AL,4,0,21,2,0,0,0,115,36,17,3,14,18,0.255,3.99,1,1,2,1,160,7,18,0,3,4 +lillide01,1992,1,CLE,AL,5,3,71,0,0,0,6,185,39,12,5,18,47,0.187,1.75,6,2,2,0,239,22,13,5,4,4 +lintodo01,1992,1,TOR,AL,1,3,8,3,0,0,0,72,31,23,5,17,16,0.323,8.63,0,2,0,0,116,2,23,1,2,2 +macdobo01,1992,1,TOR,AL,1,0,27,0,0,0,0,142,50,23,4,16,26,0.270,4.37,3,0,1,0,204,9,24,1,1,1 +maddugr01,1992,1,CHN,NL,20,11,35,35,9,4,0,804,201,65,7,70,199,0.210,2.18,7,5,14,0,1061,0,68,15,3,19 +maddumi01,1992,1,SDN,NL,2,2,50,1,0,0,5,239,71,21,2,24,60,0.236,2.37,4,4,0,1,330,14,25,2,3,5 +magnami01,1992,1,KCA,AL,4,9,44,12,0,0,0,268,115,49,5,35,31,0.325,4.94,5,2,2,0,403,11,53,5,7,13 +magrajo01,1992,1,SLN,NL,1,2,5,5,0,0,0,94,34,14,2,15,20,0.279,4.02,0,4,2,0,143,0,15,3,1,3 +mahompa01,1992,1,MIN,AL,3,4,14,13,0,0,0,209,73,39,5,37,44,0.279,5.04,0,2,0,1,302,1,41,0,3,6 +malliro01,1992,1,HOU,NL,0,0,23,0,0,0,0,71,26,19,2,19,20,0.283,7.23,2,2,5,0,120,6,19,3,1,2 +manueba01,1992,1,TEX,AL,1,0,3,0,0,0,0,17,6,3,2,1,9,0.261,4.76,0,0,1,0,25,0,3,0,0,0 +martide01,1992,1,MON,NL,16,11,32,32,6,0,0,679,172,62,12,60,147,0.211,2.47,3,2,9,0,900,0,75,12,5,9 +martipe02,1992,1,LAN,NL,0,1,2,1,0,0,0,24,6,2,0,1,8,0.200,2.25,0,0,0,0,31,1,2,0,0,0 +martira02,1992,1,LAN,NL,8,11,25,25,1,1,0,452,141,67,11,69,101,0.245,4.00,4,9,5,0,662,0,82,12,1,7 +masonro01,1992,1,PIT,NL,5,7,65,0,0,0,8,264,80,40,11,33,56,0.246,4.09,8,3,4,0,374,26,41,8,4,4 +mathegr01,1992,1,PHI,NL,2,3,14,7,0,0,0,157,54,30,7,24,27,0.270,5.16,2,1,1,2,228,1,31,2,1,4 +mathete01,1992,1,TEX,AL,2,4,40,0,0,0,0,127,48,28,4,31,26,0.294,5.95,3,2,1,1,199,11,29,1,3,5 +maysema01,1992,1,MON,NL,0,0,2,0,0,0,0,7,4,1,1,0,1,0.364,3.86,0,0,1,0,12,1,1,0,0,0 +mccaski01,1992,1,CHA,AL,12,13,34,34,0,0,0,627,193,97,11,95,109,0.242,4.18,5,6,6,2,911,0,116,7,7,12 +mcclubo01,1992,1,SLN,NL,2,2,71,0,0,0,0,162,52,19,6,25,24,0.261,3.17,5,1,2,0,230,16,21,1,3,8 +mcculla01,1992,1,TEX,AL,1,0,5,0,0,0,0,15,1,3,0,8,3,0.067,5.40,0,0,0,0,23,1,4,0,0,1 +mcdonbe01,1992,1,BAL,AL,13,13,35,35,4,2,0,681,213,107,32,74,158,0.247,4.24,5,3,9,2,958,0,113,6,6,14 +mcdowja01,1992,1,CHA,AL,20,10,34,34,13,1,0,782,247,92,21,75,178,0.251,3.18,9,6,7,0,1079,0,95,8,6,12 +mcdowro01,1992,1,LAN,NL,6,10,65,0,0,0,14,251,103,38,3,42,50,0.306,4.09,13,4,1,1,393,39,46,10,3,9 +mcelrch01,1992,1,CHN,NL,4,7,72,0,0,0,6,251,73,33,5,51,83,0.237,3.55,10,3,0,0,369,30,40,5,5,2 +meachru01,1992,1,KCA,AL,10,4,64,0,0,0,2,305,88,31,5,21,64,0.233,2.74,5,4,1,0,412,20,39,3,9,10 +melenjo01,1992,1,SDN,NL,6,7,56,3,0,0,0,268,82,29,9,20,82,0.249,2.92,7,1,3,1,363,18,32,7,4,5 +menento01,1992,1,CIN,NL,1,0,3,0,0,0,0,14,1,1,1,0,5,0.067,1.93,0,0,0,0,15,1,1,0,0,0 +merckke01,1992,1,ATL,NL,3,2,53,0,0,0,6,205,51,26,4,35,49,0.207,3.42,1,6,3,0,289,18,27,4,1,4 +mesajo01,1992,1,BAL,AL,3,8,13,12,0,0,0,203,77,39,9,27,22,0.287,5.19,1,2,2,0,300,1,41,0,3,5 +mesajo01,1992,2,CLE,AL,4,4,15,15,1,1,0,279,92,43,5,43,40,0.262,4.16,0,0,2,0,400,0,45,2,2,10 +milacbo01,1992,1,BAL,AL,6,8,23,20,0,0,1,347,140,75,16,44,51,0.297,5.84,2,7,2,1,525,1,78,3,3,13 +militsa01,1992,1,NYA,AL,3,3,9,9,0,0,0,180,43,23,6,32,42,0.195,3.45,1,1,2,0,255,0,24,0,0,4 +millepa01,1992,1,PIT,NL,1,0,6,0,0,0,0,34,11,3,0,1,5,0.256,2.38,0,1,0,0,46,1,3,1,1,0 +millsal01,1992,1,BAL,AL,10,4,35,3,0,0,2,310,78,30,5,54,60,0.215,2.61,10,2,1,0,428,12,33,6,5,10 +minorbl01,1992,1,PIT,NL,0,0,1,0,0,0,0,6,3,1,0,0,0,0.333,4.50,0,1,0,0,9,0,2,0,0,1 +mlickda01,1992,1,CLE,AL,0,2,4,4,0,0,0,65,23,12,3,16,16,0.280,4.98,0,1,1,0,101,0,14,2,0,2 +moellde01,1992,1,KCA,AL,0,3,5,4,0,0,0,54,24,14,5,11,6,0.333,7.00,2,1,0,1,89,1,17,3,3,3 +monteri01,1992,1,NYA,AL,7,3,47,0,0,0,0,278,82,34,7,27,62,0.235,3.30,3,0,0,3,380,15,35,3,1,3 +montgje01,1992,1,KCA,AL,1,6,65,0,0,0,39,248,61,20,5,27,69,0.205,2.18,2,2,3,0,333,62,23,4,2,7 +mooremi01,1992,1,OAK,AL,17,12,36,36,2,0,0,669,229,102,20,103,117,0.269,4.12,5,22,8,0,982,0,113,7,11,26 +morgami01,1992,1,CHN,NL,16,8,34,34,6,1,0,720,203,68,14,79,123,0.234,2.55,10,11,3,0,966,0,80,10,5,29 +morrija02,1992,1,TOR,AL,21,6,34,34,6,1,0,722,222,108,18,80,132,0.246,4.04,2,9,10,2,1005,0,114,4,7,15 +mulhote01,1992,1,PHI,NL,13,11,32,32,12,2,0,687,227,97,14,46,125,0.261,3.81,3,3,3,0,937,0,101,10,7,14 +munozmi01,1992,1,DET,AL,1,2,65,0,0,0,2,144,44,16,3,25,23,0.246,3.00,6,2,0,0,210,15,16,4,2,4 +murphro01,1992,1,HOU,NL,3,1,59,0,0,0,0,167,56,25,2,21,42,0.260,4.04,4,4,0,0,242,6,28,3,3,3 +mussimi01,1992,1,BAL,AL,18,5,32,32,8,4,0,723,212,68,16,48,130,0.239,2.54,2,6,2,0,957,0,70,13,6,18 +mutisje01,1992,1,CLE,AL,0,2,3,2,0,0,0,34,24,12,4,6,8,0.429,9.53,0,2,0,0,64,0,14,0,2,0 +myersra01,1992,1,SDN,NL,3,6,66,0,0,0,38,239,84,38,7,34,66,0.279,4.29,3,5,1,0,348,57,38,7,5,6 +nabhoch01,1992,1,MON,NL,11,12,32,32,1,1,0,585,176,72,11,74,130,0.244,3.32,2,5,5,1,812,0,80,7,4,21 +nagych01,1992,1,CLE,AL,17,10,33,33,10,3,0,756,245,83,11,57,169,0.260,2.96,1,7,2,0,1018,0,91,6,9,34 +navarja01,1992,1,ML4,AL,17,11,34,34,5,3,0,738,224,91,14,64,100,0.246,3.33,4,6,6,0,1004,0,98,9,13,23 +neaglde01,1992,1,PIT,NL,4,6,55,6,0,0,2,259,81,43,9,43,77,0.247,4.48,8,3,2,2,380,8,46,4,3,2 +nelsoge01,1992,1,OAK,AL,3,1,28,2,0,0,0,155,68,37,5,22,23,0.335,6.45,5,2,0,0,234,8,37,4,5,6 +nelsoje01,1992,1,SEA,AL,1,7,66,0,0,0,6,243,71,31,7,44,46,0.245,3.44,12,2,6,0,352,27,34,9,3,10 +nichoro02,1992,1,CLE,AL,4,3,30,9,0,0,0,316,114,53,13,31,56,0.273,4.53,1,3,2,0,456,5,58,1,5,6 +niedda01,1992,1,ATL,NL,3,0,6,2,0,0,0,69,10,3,0,5,19,0.130,1.17,0,0,0,0,83,0,3,1,0,1 +nielsje01,1992,1,NYA,AL,1,0,20,0,0,0,0,59,17,10,1,18,12,0.243,4.58,2,1,0,0,90,12,10,1,1,3 +nunezed01,1992,1,ML4,AL,1,1,10,0,0,0,0,41,12,4,1,6,10,0.231,2.63,0,0,0,0,58,5,5,0,0,0 +nunezed01,1992,2,TEX,AL,0,2,39,0,0,0,3,137,51,28,5,16,39,0.279,5.52,0,5,2,0,205,11,29,0,4,1 +ojedabo01,1992,1,LAN,NL,6,9,29,29,2,1,0,499,169,67,8,81,94,0.268,3.63,8,3,1,0,731,0,80,11,7,15 +olinst01,1992,1,CLE,AL,8,5,72,0,0,0,29,265,80,23,8,27,47,0.249,2.34,6,1,4,1,360,62,25,5,2,15 +olivaom01,1992,1,SLN,NL,9,9,32,30,1,0,0,591,189,84,20,63,124,0.257,3.84,5,2,4,0,818,1,84,8,7,16 +olivefr01,1992,1,SFN,NL,0,3,16,7,0,0,0,134,41,18,11,10,17,0.250,3.63,2,0,1,0,179,3,19,2,2,6 +olsongr01,1992,1,BAL,AL,1,5,60,0,0,0,36,184,46,14,3,24,58,0.211,2.05,0,4,0,0,244,56,14,0,2,8 +oroscje01,1992,1,ML4,AL,3,1,59,0,0,0,1,117,33,14,5,13,40,0.232,3.23,1,2,1,0,158,14,15,0,2,3 +osbordo01,1992,1,SLN,NL,11,9,34,29,0,0,0,537,193,75,14,38,104,0.275,3.77,2,6,2,0,754,2,91,7,4,19 +osunaal01,1992,1,HOU,NL,6,3,66,0,0,0,0,185,52,29,8,38,37,0.236,4.23,5,3,1,1,270,17,29,5,6,4 +ottoda01,1992,1,CLE,AL,5,9,18,16,0,0,0,241,110,63,12,33,32,0.333,7.06,0,5,1,0,368,0,64,3,1,16 +palacvi01,1992,1,PIT,NL,3,2,20,8,0,0,0,159,56,25,1,27,33,0.280,4.25,1,7,0,0,232,4,25,4,1,6 +palldo01,1992,1,CHA,AL,5,2,39,0,0,0,1,219,79,40,9,27,27,0.272,4.93,8,1,2,2,323,12,43,1,3,10 +parkecl01,1992,1,SEA,AL,0,2,8,6,0,0,0,100,47,28,6,11,20,0.338,7.56,0,1,2,0,154,1,28,0,2,4 +parreje01,1992,1,OAK,AL,9,1,66,0,0,0,0,295,81,33,7,42,78,0.226,3.02,3,13,2,0,410,14,35,4,4,4 +pattebo01,1992,1,PIT,NL,6,3,60,0,0,0,9,194,59,21,7,23,43,0.246,2.92,6,3,0,0,268,26,22,3,2,5 +patteke01,1992,1,CHN,NL,2,3,32,1,0,0,0,125,41,18,7,27,23,0.268,3.89,6,3,1,1,191,4,25,6,4,1 +pavliro01,1992,1,TEX,AL,4,4,13,12,1,0,0,186,66,29,3,34,45,0.280,4.21,0,9,3,0,275,0,32,0,2,5 +pecotbi01,1992,1,NYN,NL,0,0,1,0,0,0,0,3,1,1,1,0,0,0.250,9.00,0,0,0,0,4,1,1,0,0,0 +penaal01,1992,1,ATL,NL,1,6,41,0,0,0,15,126,40,19,7,13,34,0.255,4.07,5,0,0,0,173,31,19,2,1,5 +penaji01,1992,1,SFN,NL,1,1,25,2,0,0,0,132,49,17,4,20,32,0.282,3.48,5,0,1,0,204,4,19,8,1,2 +perezme01,1992,1,NYA,AL,13,16,33,33,10,1,0,743,212,79,16,93,218,0.235,2.87,5,13,5,0,1013,0,94,6,8,18 +perezmi01,1992,1,SLN,NL,9,3,77,0,0,0,0,279,70,19,4,32,46,0.210,1.84,9,4,1,0,377,22,23,7,4,6 +pichahi01,1992,1,KCA,AL,9,6,31,24,1,1,0,431,148,63,9,49,59,0.267,3.95,1,3,3,1,615,0,71,4,5,15 +pierced01,1992,1,KCA,AL,0,0,2,1,0,0,0,16,9,2,1,4,3,0.429,3.38,0,0,0,0,26,0,2,0,1,1 +plesada01,1992,1,ML4,AL,5,4,44,4,0,0,1,237,64,26,5,35,54,0.229,2.96,5,3,3,1,330,13,28,8,4,6 +plunker01,1992,1,CLE,AL,9,6,58,0,0,0,4,215,61,29,5,38,50,0.229,3.64,2,5,0,0,309,20,31,3,2,4 +pooleji02,1992,1,BAL,AL,0,0,6,0,0,0,0,10,3,0,0,1,3,0.231,0.00,0,0,0,0,14,1,3,0,0,0 +portuma01,1992,1,HOU,NL,6,3,18,16,1,1,0,304,76,30,7,41,62,0.213,2.66,3,1,1,1,405,0,32,5,1,10 +powelde01,1992,1,SEA,AL,4,2,49,0,0,0,0,171,49,29,5,29,35,0.238,4.58,2,2,3,0,243,11,30,5,0,7 +powerte01,1992,1,CLE,AL,3,3,64,0,0,0,6,298,88,28,7,35,51,0.248,2.54,9,2,4,1,409,16,33,7,8,13 +pughti01,1992,1,CIN,NL,4,2,7,7,0,0,0,136,47,13,2,13,18,0.276,2.58,3,0,1,0,187,0,15,2,1,6 +quantpa01,1992,1,BOS,AL,2,3,27,0,0,0,1,148,55,12,1,15,24,0.288,2.19,5,1,1,0,213,10,18,4,2,4 +raczkmi01,1992,1,OAK,AL,0,0,8,0,0,0,0,19,8,6,0,5,2,0.308,8.53,0,0,0,0,33,1,7,0,2,0 +radinsc01,1992,1,CHA,AL,3,7,68,0,0,0,15,178,54,18,3,34,48,0.243,2.73,5,3,2,0,261,33,21,2,1,4 +rapppa01,1992,1,SFN,NL,0,2,3,2,0,0,0,30,8,8,0,6,3,0.235,7.20,1,0,1,0,43,1,8,2,0,1 +rasmude01,1992,1,CHN,NL,0,0,3,1,0,0,0,15,7,6,2,2,0,0.350,10.80,1,0,1,0,24,1,6,0,1,0 +rasmude01,1992,2,KCA,AL,4,1,5,5,1,1,0,113,25,6,0,6,12,0.197,1.43,0,3,0,0,134,0,7,1,0,2 +reardje01,1992,1,BOS,AL,2,2,46,0,0,0,27,127,53,20,6,7,32,0.308,4.25,0,0,1,0,183,39,20,1,2,5 +reardje01,1992,2,ATL,NL,3,0,14,0,0,0,3,47,14,2,0,2,7,0.241,1.15,1,0,1,0,62,11,2,1,0,1 +reedri01,1992,1,KCA,AL,3,7,19,18,1,1,0,301,105,41,10,20,49,0.271,3.68,3,0,5,0,419,0,47,2,5,11 +reedst01,1992,1,SFN,NL,1,0,18,0,0,0,0,47,13,4,2,3,11,0.220,2.30,0,0,1,0,63,2,5,0,0,2 +revento01,1992,1,OAK,AL,0,0,2,0,0,0,0,6,2,0,0,0,1,0.286,0.00,0,0,0,0,7,2,0,0,0,1 +reynoar02,1992,1,ATL,NL,1,0,3,1,0,0,1,23,11,4,2,2,2,0.393,4.70,1,0,1,0,32,1,4,1,0,2 +reynosh01,1992,1,HOU,NL,1,3,8,5,0,0,0,76,42,20,2,6,10,0.385,7.11,1,1,0,1,122,0,22,6,1,2 +rhodear01,1992,1,BAL,AL,7,5,15,15,2,1,0,283,87,38,6,38,77,0.250,3.63,2,2,1,1,394,0,39,5,1,10 +righeda01,1992,1,SFN,NL,2,7,54,4,0,0,3,235,79,44,4,36,47,0.269,5.06,5,5,0,2,340,23,47,6,4,7 +rijojo01,1992,1,CIN,NL,15,10,33,33,2,0,0,633,185,60,15,44,171,0.238,2.56,1,2,3,1,836,0,67,9,4,16 +rislebi01,1992,1,MON,NL,1,0,1,1,0,0,0,15,4,1,0,1,2,0.235,1.80,0,0,0,0,19,0,1,1,0,0 +ritchwa01,1992,1,PHI,NL,2,1,40,0,0,0,1,117,44,13,3,17,19,0.288,3.00,3,0,0,0,174,13,17,4,0,6 +ritzke01,1992,1,DET,AL,2,5,23,11,0,0,0,241,88,50,4,44,57,0.278,5.60,4,7,3,1,368,4,52,1,4,3 +riverbe01,1992,1,ATL,NL,0,1,8,0,0,0,0,46,21,8,1,13,11,0.339,4.70,2,0,2,0,78,3,8,0,1,2 +riverbe01,1992,2,PHI,NL,7,3,20,14,4,1,0,306,78,32,8,32,66,0.211,2.82,2,5,2,0,409,4,32,5,1,7 +robindo01,1992,1,CAL,AL,1,0,3,3,0,0,0,49,19,4,1,3,9,0.292,2.20,0,1,0,0,69,0,4,1,0,4 +robindo01,1992,2,PHI,NL,1,4,8,8,0,0,0,131,49,30,6,4,17,0.290,6.18,0,0,1,0,183,0,32,3,6,1 +robinje01,1992,1,CHN,NL,4,3,49,5,0,0,1,234,76,26,5,40,46,0.263,3.00,7,8,2,1,335,12,29,2,2,8 +robinje02,1992,1,TEX,AL,4,4,16,4,0,0,0,137,50,29,6,21,18,0.281,5.72,1,6,0,1,203,2,30,1,3,6 +robinje02,1992,2,PIT,NL,3,1,8,7,0,0,0,109,33,18,2,15,14,0.244,4.46,0,0,1,0,152,0,18,0,1,1 +robinro01,1992,1,ML4,AL,1,4,8,8,0,0,0,106,51,23,3,14,12,0.331,5.86,0,0,2,0,171,0,26,0,1,1 +rodriri02,1992,1,SDN,NL,6,3,61,1,0,0,0,273,77,24,4,29,64,0.229,2.37,4,1,0,1,369,15,28,2,2,6 +rogerke01,1992,1,TEX,AL,3,6,81,0,0,0,6,236,80,27,7,26,70,0.261,3.09,8,4,0,1,337,38,32,4,1,3 +rogerke02,1992,1,SFN,NL,0,2,6,6,0,0,0,102,37,16,4,13,26,0.280,4.24,1,2,1,0,148,0,17,2,0,3 +rojasme01,1992,1,MON,NL,7,1,68,0,0,0,10,302,71,16,2,34,70,0.199,1.43,8,2,2,0,399,26,17,4,2,7 +rosenwa01,1992,1,TEX,AL,0,0,6,0,0,0,0,14,7,4,1,2,1,0.333,7.71,0,1,0,0,24,2,4,1,0,0 +ruffibr01,1992,1,ML4,AL,1,6,25,6,1,0,0,174,66,43,7,41,45,0.293,6.67,3,2,0,0,272,6,43,3,3,8 +ruskisc01,1992,1,CIN,NL,4,3,57,0,0,0,0,161,56,30,6,20,43,0.275,5.03,4,1,1,0,234,19,31,7,2,2 +russeje01,1992,1,TEX,AL,2,3,51,0,0,0,28,170,51,12,3,22,43,0.238,1.91,3,3,2,0,241,42,14,1,2,3 +russeje01,1992,2,OAK,AL,2,0,8,0,0,0,2,29,4,0,0,3,5,0.125,0.00,0,0,0,0,35,4,0,0,0,1 +ryanke01,1992,1,BOS,AL,0,0,7,0,0,0,1,21,4,5,2,5,5,0.174,6.43,0,0,0,0,30,6,5,1,1,1 +ryanno01,1992,1,TEX,AL,5,9,27,27,2,0,0,472,138,65,9,69,157,0.238,3.72,0,9,12,0,675,0,75,6,7,5 +saberbr01,1992,1,NYN,NL,3,5,17,15,1,1,0,293,84,38,6,27,81,0.233,3.50,1,1,4,2,397,0,39,3,3,4 +sampebi01,1992,1,MON,NL,1,4,44,1,0,0,0,190,62,22,4,29,23,0.268,3.13,6,1,1,2,267,10,22,5,1,11 +sampebi01,1992,2,KCA,AL,0,2,8,1,0,0,0,59,21,8,0,3,14,0.292,3.66,1,1,3,0,81,3,10,1,2,4 +sandesc01,1992,1,NYA,AL,12,11,33,33,2,1,0,580,220,106,28,64,104,0.286,4.93,5,4,4,1,851,0,116,3,11,17 +sauveri01,1992,1,KCA,AL,0,1,8,0,0,0,0,43,15,7,1,8,7,0.273,4.40,1,0,2,1,65,2,7,0,0,3 +scanlbo01,1992,1,CHN,NL,3,6,69,0,0,0,14,262,76,28,4,30,42,0.235,2.89,6,6,1,4,360,41,32,4,2,8 +scheiri02,1992,1,HOU,NL,0,1,7,1,0,0,0,36,14,8,2,6,8,0.280,6.00,1,1,0,1,56,3,8,0,0,2 +schilcu01,1992,1,PHI,NL,14,11,42,26,10,4,2,679,165,59,11,59,147,0.201,2.35,4,4,1,0,895,10,67,7,8,11 +schmida01,1992,1,SEA,AL,0,0,3,0,0,0,0,10,7,7,1,3,1,0.438,18.90,0,0,0,0,19,0,7,0,0,0 +schoomi01,1992,1,SEA,AL,2,7,53,0,0,0,13,155,55,27,7,24,33,0.275,4.70,6,0,1,0,232,36,29,4,3,3 +schoupe01,1992,1,NYN,NL,6,8,22,21,0,0,0,408,137,55,9,44,60,0.261,3.64,6,4,2,2,578,0,60,4,4,12 +scottti01,1992,1,SDN,NL,4,1,34,0,0,0,0,113,39,22,4,21,30,0.267,5.26,6,0,1,1,173,16,24,4,1,3 +scuddsc01,1992,1,CLE,AL,6,10,23,22,0,0,0,327,134,64,10,55,66,0.303,5.28,0,7,2,0,509,0,80,6,4,14 +searcst01,1992,1,PHI,NL,0,0,10,0,0,0,0,31,13,7,0,8,5,0.325,6.10,0,0,0,0,50,3,9,1,1,1 +seminfr01,1992,1,SDN,NL,9,4,19,18,0,0,0,301,98,41,5,46,61,0.258,3.68,3,1,3,1,435,0,46,3,2,11 +servisc01,1992,1,MON,NL,0,0,5,0,0,0,0,21,15,11,1,5,11,0.417,14.14,0,0,0,0,41,0,11,0,0,0 +shawje01,1992,1,CLE,AL,0,1,2,1,0,0,0,23,7,7,2,4,3,0.259,8.22,0,0,0,0,33,1,7,2,0,1 +shephke01,1992,1,PHI,NL,1,1,12,0,0,0,2,66,19,8,0,6,10,0.247,3.27,1,1,0,0,91,6,10,4,3,0 +shiffst01,1992,1,KCA,AL,1,4,34,0,0,0,0,156,55,15,6,17,25,0.279,2.60,6,2,2,1,221,15,15,4,1,9 +simondo01,1992,1,MON,NL,0,0,7,0,0,0,0,16,15,14,3,2,6,0.500,23.63,0,1,1,0,35,2,14,1,1,0 +slocuhe01,1992,1,CHN,NL,0,3,30,0,0,0,1,108,52,26,3,21,27,0.351,6.50,3,1,1,0,174,11,27,2,2,2 +slusajo01,1992,1,OAK,AL,5,5,15,14,0,0,0,228,85,46,15,27,38,0.284,5.45,0,0,6,1,338,1,52,1,5,5 +smilejo01,1992,1,MIN,AL,16,9,34,34,5,2,0,723,205,86,17,65,163,0.231,3.21,0,4,6,0,970,0,93,4,9,14 +smithbr01,1992,1,SLN,NL,4,2,13,1,0,0,0,64,20,11,3,5,9,0.247,4.64,1,1,3,0,91,3,11,2,0,2 +smithda02,1992,1,CHN,NL,0,0,11,0,0,0,0,43,15,4,0,4,3,0.273,2.51,2,0,0,1,61,4,4,1,1,1 +smithda05,1992,1,TEX,AL,0,3,4,2,0,0,0,43,18,8,1,8,5,0.321,5.02,1,0,0,0,67,1,8,2,1,1 +smithle02,1992,1,SLN,NL,4,9,70,0,0,0,43,225,62,26,4,26,60,0.221,3.12,4,2,0,0,310,55,28,2,1,4 +smithpe02,1992,1,ATL,NL,7,0,12,11,2,1,0,237,63,18,3,28,43,0.217,2.05,2,2,0,1,323,0,19,4,1,1 +smithza01,1992,1,PIT,NL,8,8,23,22,4,3,0,423,138,48,8,19,56,0.261,3.06,3,0,2,0,566,0,56,12,4,19 +smoltjo01,1992,1,ATL,NL,15,12,35,35,9,3,0,740,206,78,17,80,215,0.224,2.85,5,17,5,1,1021,0,90,7,8,10 +sprinru01,1992,1,NYA,AL,0,0,14,0,0,0,0,48,18,11,0,10,12,0.281,6.19,0,0,1,0,75,5,11,0,0,2 +stantmi02,1992,1,ATL,NL,5,4,65,0,0,0,8,191,59,29,6,20,44,0.247,4.10,2,3,2,0,264,23,32,1,2,5 +stclara01,1992,1,ATL,NL,0,0,10,0,0,0,0,46,17,10,1,8,7,0.283,5.87,3,0,0,0,68,1,11,0,0,2 +stewada01,1992,1,OAK,AL,12,10,31,31,2,0,0,598,175,81,25,79,130,0.237,3.66,1,3,8,1,838,0,96,5,8,14 +stiebda01,1992,1,TOR,AL,4,6,21,14,1,0,0,289,98,54,9,43,45,0.275,5.04,3,4,4,0,415,3,58,6,5,10 +stottto01,1992,1,TOR,AL,12,11,28,27,6,2,0,522,175,87,20,63,98,0.262,4.50,4,7,10,0,755,0,99,2,11,8 +sutclri01,1992,1,BAL,AL,16,15,36,36,5,2,0,712,251,118,20,74,109,0.273,4.47,4,7,7,2,1018,0,123,6,11,20 +swanru01,1992,1,SEA,AL,3,10,55,9,1,0,9,313,104,55,8,45,45,0.262,4.74,7,6,3,0,457,26,60,7,5,9 +swiftbi02,1992,1,SFN,NL,10,4,30,22,3,2,1,494,144,38,6,43,77,0.239,2.08,3,0,3,1,655,2,41,5,2,26 +swindgr01,1992,1,CIN,NL,12,8,31,30,5,3,0,641,210,64,14,41,138,0.260,2.70,4,3,2,2,867,0,72,9,7,16 +tananfr01,1992,1,DET,AL,13,11,32,31,3,0,0,560,188,91,22,90,91,0.267,4.39,9,11,7,1,818,0,102,7,10,21 +tapanke01,1992,1,MIN,AL,16,11,34,34,4,1,0,660,226,97,17,48,138,0.269,3.97,2,4,5,0,911,0,103,8,11,17 +taylosc01,1992,1,BOS,AL,1,1,4,1,0,0,0,44,13,8,4,4,7,0.245,4.91,0,0,0,0,57,1,8,0,0,0 +terrewa01,1992,1,DET,AL,7,10,36,14,1,0,0,410,163,79,14,48,61,0.298,5.20,10,3,3,0,611,7,86,6,7,11 +tewksbo01,1992,1,SLN,NL,16,5,33,32,5,0,0,699,217,56,15,20,91,0.248,2.16,0,2,3,0,915,1,63,9,7,25 +thigpbo01,1992,1,CHA,AL,1,3,55,0,0,0,22,165,58,29,4,33,45,0.275,4.75,5,0,3,0,253,40,29,2,4,5 +timlimi01,1992,1,TOR,AL,0,2,26,0,0,0,1,131,45,20,0,20,35,0.271,4.12,5,0,1,0,190,14,23,2,1,4 +tomlira01,1992,1,PIT,NL,14,9,35,33,1,1,0,626,226,79,11,42,90,0.282,3.41,4,7,5,2,866,0,85,13,5,27 +trlicri01,1992,1,TOR,AL,0,0,2,0,0,0,0,5,2,2,0,2,1,0.286,10.80,0,0,0,0,9,0,2,0,0,1 +trombmi01,1992,1,MIN,AL,3,2,10,7,0,0,0,139,43,17,5,17,38,0.247,3.30,0,0,1,0,194,0,20,2,0,2 +valdese01,1992,1,MON,NL,0,2,27,0,0,0,0,112,25,10,2,12,32,0.185,2.41,1,4,0,0,148,9,12,1,0,2 +valerju01,1992,1,CAL,AL,8,11,30,28,4,2,0,564,188,78,15,64,113,0.262,3.73,5,5,2,0,792,0,82,6,2,15 +violafr01,1992,1,BOS,AL,13,12,35,35,6,1,0,714,214,91,13,89,121,0.242,3.44,4,12,7,2,999,0,99,7,10,29 +vitkojo01,1992,1,NYN,NL,0,1,3,1,0,0,0,14,12,7,1,1,6,0.444,13.50,0,1,0,0,29,1,11,0,1,0 +wagnepa01,1992,1,PIT,NL,2,0,6,1,0,0,0,39,9,1,0,5,5,0.191,0.69,0,1,0,0,52,1,1,0,0,0 +wakefti01,1992,1,PIT,NL,8,1,13,13,4,1,0,276,76,22,3,35,51,0.232,2.15,1,3,1,1,373,0,26,6,4,4 +walkbo01,1992,1,PIT,NL,10,6,36,19,1,0,2,405,132,48,10,43,60,0.258,3.20,5,7,6,2,567,7,54,5,1,13 +walkemi02,1992,1,SEA,AL,0,3,5,3,0,0,0,44,21,12,4,9,5,0.333,7.36,3,1,0,0,74,1,14,1,1,1 +waltobr01,1992,1,OAK,AL,0,0,7,0,0,0,0,30,17,11,1,3,7,0.378,9.90,0,0,0,1,49,2,11,0,1,0 +warddu01,1992,1,TOR,AL,7,4,79,0,0,0,12,304,76,22,5,39,103,0.207,1.95,3,7,1,0,414,35,27,3,4,5 +waynega01,1992,1,MIN,AL,3,3,41,0,0,0,0,144,46,14,2,19,29,0.260,2.63,5,1,3,1,210,13,18,8,3,2 +weathda01,1992,1,TOR,AL,0,0,2,0,0,0,0,10,5,3,1,2,3,0.385,8.10,0,0,0,0,15,0,3,0,0,2 +wegmabi01,1992,1,ML4,AL,13,14,35,35,7,0,0,785,251,93,28,55,127,0.250,3.20,3,1,9,2,1079,0,104,7,4,22 +welchbo01,1992,1,OAK,AL,11,7,20,20,0,0,0,371,114,45,13,43,47,0.247,3.27,0,1,2,0,513,0,47,3,3,14 +wellsda01,1992,1,TOR,AL,7,9,41,14,0,0,2,360,138,72,16,36,62,0.289,5.40,6,3,8,1,529,14,84,3,4,8 +westda01,1992,1,MIN,AL,1,3,9,3,0,0,0,85,32,22,3,20,19,0.276,6.99,0,2,1,0,139,1,24,0,2,1 +westomi01,1992,1,PHI,NL,0,1,1,1,0,0,0,11,7,5,1,1,0,0.412,12.27,0,0,1,0,19,0,5,0,0,1 +wettejo01,1992,1,MON,NL,4,4,67,0,0,0,37,250,64,27,6,36,99,0.213,2.92,3,4,4,0,347,58,27,5,1,4 +whitema02,1992,1,TEX,AL,1,1,20,0,0,0,4,84,26,6,1,11,13,0.245,1.93,2,2,0,0,118,8,8,0,1,3 +whitewa02,1992,1,NYN,NL,3,9,44,11,0,0,0,291,99,39,4,33,70,0.264,3.62,5,2,4,1,421,7,45,6,3,11 +wickake01,1992,1,CLE,AL,2,0,44,0,0,0,1,123,39,14,1,28,38,0.260,3.07,3,1,4,1,187,10,14,2,2,5 +wickmbo01,1992,1,NYA,AL,6,1,8,8,0,0,0,151,51,23,2,20,21,0.273,4.11,0,3,2,0,213,0,25,1,3,9 +willibr01,1992,1,HOU,NL,7,6,16,16,0,0,0,289,92,42,10,42,54,0.255,3.92,1,2,0,1,413,0,44,7,3,10 +willica01,1992,1,MIN,AL,7,3,59,0,0,0,1,238,73,24,4,11,45,0.246,2.72,1,2,0,1,313,21,25,2,3,10 +willima05,1992,1,BAL,AL,0,0,12,0,0,0,1,56,16,2,1,10,14,0.239,0.96,1,1,0,0,78,5,3,1,0,3 +willimi02,1992,1,PHI,NL,5,8,66,0,0,0,29,243,69,34,4,64,74,0.240,3.78,2,5,6,3,368,56,39,8,3,3 +willimi03,1992,1,PHI,NL,1,1,5,5,1,0,0,86,29,17,3,7,5,0.259,5.34,0,0,0,0,121,0,20,1,1,3 +wilsost01,1992,1,LAN,NL,2,5,60,0,0,0,0,200,74,31,6,29,54,0.282,4.19,7,7,1,0,301,18,37,5,4,9 +wilsotr01,1992,1,SFN,NL,8,14,26,26,1,1,0,462,152,72,18,64,88,0.265,4.21,5,2,6,7,661,0,82,11,6,20 +wittbo01,1992,1,TEX,AL,9,13,25,25,0,0,0,484,152,80,14,95,100,0.254,4.46,1,6,2,1,708,0,87,5,8,19 +wittbo01,1992,2,OAK,AL,1,1,6,6,0,0,0,95,31,12,2,19,25,0.265,3.41,1,3,0,0,140,0,12,2,2,3 +wohlema01,1992,1,ATL,NL,1,2,32,0,0,0,4,106,28,10,0,14,17,0.235,2.55,4,1,1,0,140,16,11,5,1,5 +woodske01,1992,1,SEA,AL,0,1,8,1,0,0,0,41,12,5,0,11,6,0.245,3.29,0,1,2,0,62,0,7,0,0,2 +worreto01,1992,1,SLN,NL,5,3,67,0,0,0,3,192,45,15,4,25,64,0.198,2.11,5,1,1,1,256,14,15,3,0,3 +youngan01,1992,1,NYN,NL,2,14,52,13,1,0,15,363,134,56,8,31,64,0.285,4.17,5,3,1,1,517,26,66,11,4,10 +youngcu01,1992,1,KCA,AL,1,2,10,2,0,0,0,73,29,14,1,7,7,0.293,5.18,1,0,0,0,107,2,14,0,1,2 +youngcu01,1992,2,NYA,AL,3,0,13,5,0,0,0,130,51,16,1,10,13,0.298,3.32,1,0,2,0,188,3,21,3,2,5 +youngma01,1992,1,BOS,AL,0,4,28,8,1,0,0,212,69,36,7,42,57,0.257,4.58,2,2,3,0,321,4,42,4,3,6 +youngpe02,1992,1,MON,NL,0,0,13,0,0,0,0,61,18,9,0,9,11,0.247,3.98,2,1,1,0,85,6,9,0,2,2 +abbotji01,1993,1,NYA,AL,11,14,32,32,4,1,0,642,221,104,22,73,95,0.271,4.37,4,9,3,0,906,0,115,12,4,29 +abbotpa01,1993,1,CLE,AL,0,1,5,5,0,0,0,55,19,13,5,11,7,0.260,6.38,1,1,0,0,84,0,15,0,0,1 +agostju01,1993,1,HOU,NL,0,0,6,0,0,0,0,18,8,4,1,0,3,0.308,6.00,0,0,0,1,26,3,4,0,0,0 +aguilri01,1993,1,MIN,AL,4,3,65,0,0,0,34,217,60,25,9,14,59,0.223,3.11,3,1,1,0,287,61,25,2,1,5 +aldresc01,1993,1,COL,NL,0,0,5,0,0,0,0,20,10,8,1,9,5,0.357,10.80,1,1,1,0,40,1,10,2,0,1 +aldresc01,1993,2,MON,NL,1,0,3,0,0,0,0,16,9,4,1,1,4,0.375,6.75,0,1,0,0,25,1,4,0,0,0 +alvarwi01,1993,1,CHA,AL,15,8,31,31,1,1,0,623,168,68,14,122,155,0.230,2.95,8,2,7,1,877,0,78,13,6,24 +anderbr02,1993,1,CAL,AL,0,0,4,1,0,0,0,34,11,5,1,2,4,0.256,3.97,0,0,0,0,45,3,5,0,0,2 +anderla02,1993,1,PHI,NL,3,2,64,0,0,0,0,185,54,20,4,21,67,0.233,2.92,2,2,1,1,256,13,22,2,0,5 +andermi02,1993,1,CIN,NL,0,0,3,0,0,0,0,16,12,11,3,3,4,0.444,18.56,0,0,0,0,30,0,11,0,0,1 +appieke01,1993,1,KCA,AL,18,8,34,34,5,1,0,716,183,68,8,81,186,0.212,2.56,3,5,1,0,953,0,74,3,5,18 +aquinlu01,1993,1,FLO,NL,6,8,38,13,0,0,0,332,115,42,6,40,67,0.276,3.42,1,4,5,0,471,5,43,7,2,11 +armstja01,1993,1,FLO,NL,9,17,36,33,0,0,0,589,210,98,29,78,118,0.271,4.49,6,7,7,2,879,2,105,8,10,9 +arochre01,1993,1,SLN,NL,11,8,32,29,1,0,0,564,197,79,20,31,96,0.271,3.78,2,3,3,1,774,0,89,8,5,21 +ashbyan01,1993,1,COL,NL,0,4,20,9,0,0,1,162,89,51,5,32,33,0.377,8.50,4,2,3,3,277,3,54,3,3,7 +ashbyan01,1993,2,SDN,NL,3,6,12,12,0,0,0,207,79,42,14,24,44,0.295,5.48,1,4,1,0,300,0,46,3,4,12 +assenpa01,1993,1,CHN,NL,2,1,46,0,0,0,0,116,44,15,5,13,34,0.288,3.49,3,0,0,0,166,15,15,0,0,5 +assenpa01,1993,2,NYA,AL,2,2,26,0,0,0,0,52,10,6,0,9,11,0.175,3.12,3,0,1,0,71,6,6,4,0,3 +astacpe01,1993,1,LAN,NL,14,9,31,31,3,2,0,559,165,74,14,68,122,0.239,3.57,5,8,5,9,777,0,80,7,8,18 +austiji02,1993,1,ML4,AL,1,2,31,0,0,0,0,99,28,14,3,13,15,0.230,3.82,1,4,1,0,137,8,15,1,0,2 +averyst01,1993,1,ATL,NL,18,6,35,35,3,1,0,670,216,73,14,43,125,0.261,2.94,5,3,0,1,891,0,81,12,8,26 +ayalabo01,1993,1,CIN,NL,7,10,43,9,0,0,3,294,106,61,16,45,65,0.274,5.60,4,5,7,0,450,8,72,9,2,6 +ayraubo01,1993,1,PHI,NL,2,0,10,0,0,0,0,31,18,11,1,10,8,0.375,9.58,1,1,1,0,59,3,11,0,0,1 +ayraubo01,1993,2,SEA,AL,1,1,14,0,0,0,0,59,18,7,1,6,7,0.254,3.20,1,0,0,0,80,6,8,1,2,2 +baileco01,1993,1,BOS,AL,0,1,11,0,0,0,0,47,12,6,0,12,11,0.231,3.45,3,2,0,1,66,5,7,1,1,3 +ballaje01,1993,1,PIT,NL,4,1,25,5,0,0,0,161,70,29,3,15,16,0.332,4.86,3,2,2,0,234,4,31,5,1,13 +bankhsc01,1993,1,BOS,AL,2,1,40,0,0,0,0,193,59,25,7,29,47,0.250,3.50,3,1,0,0,272,4,28,3,4,7 +bankswi01,1993,1,MIN,AL,11,12,31,30,0,0,0,514,186,77,17,78,138,0.280,4.04,2,9,3,5,754,1,91,4,4,19 +barnebr01,1993,1,MON,NL,2,6,52,8,0,0,3,300,105,49,9,48,60,0.274,4.41,2,5,0,1,442,8,53,8,3,7 +batchri01,1993,1,SLN,NL,0,0,9,0,0,0,0,30,14,9,1,3,4,0.359,8.10,1,0,0,0,45,2,12,1,2,1 +bautijo01,1993,1,CHN,NL,10,3,58,7,1,0,2,335,105,35,11,27,63,0.250,2.82,3,4,5,1,459,14,38,4,3,7 +beckro01,1993,1,SFN,NL,3,1,76,0,0,0,48,238,57,19,11,13,86,0.201,2.16,4,4,3,0,309,71,20,6,3,4 +bedrost01,1993,1,ATL,NL,5,2,49,0,0,0,0,149,34,9,4,14,33,0.194,1.63,2,5,2,1,198,12,11,3,4,1 +belchti01,1993,1,CIN,NL,9,6,22,22,4,2,0,411,134,68,11,47,101,0.254,4.47,4,6,7,0,590,0,72,6,3,8 +belchti01,1993,2,CHA,AL,3,5,12,11,1,1,0,215,64,35,8,27,34,0.242,4.40,0,0,1,0,296,0,36,2,1,7 +belinst01,1993,1,PIT,NL,3,1,40,0,0,0,19,127,35,17,4,11,30,0.224,3.61,4,0,1,0,171,37,18,1,2,3 +belinst01,1993,2,KCA,AL,1,1,23,0,0,0,0,82,30,13,2,6,25,0.280,4.28,0,2,1,0,116,7,13,2,0,2 +beller01,1993,1,HOU,NL,0,1,10,0,0,0,0,22,10,5,0,2,2,0.313,6.14,0,0,0,0,34,2,5,0,0,0 +benesan01,1993,1,SDN,NL,15,15,34,34,4,2,0,692,200,97,23,86,179,0.232,3.78,7,14,4,2,968,0,111,10,6,15 +bereja01,1993,1,CHA,AL,12,5,24,24,1,0,0,428,109,55,12,81,129,0.210,3.47,0,8,5,0,610,0,60,4,2,9 +bergmse01,1993,1,DET,AL,1,4,9,6,1,0,0,119,47,25,6,23,19,0.294,5.67,3,3,1,1,189,1,29,3,2,4 +bielemi01,1993,1,CLE,AL,4,5,13,13,0,0,0,206,90,45,8,23,38,0.310,5.90,3,1,2,0,317,0,47,0,2,5 +blackbu02,1993,1,SFN,NL,8,2,16,16,0,0,0,281,89,37,13,33,45,0.256,3.56,2,0,2,4,394,0,44,8,4,10 +blairwi01,1993,1,COL,NL,6,10,46,18,1,0,0,438,184,77,20,42,84,0.306,4.75,4,6,3,1,664,5,90,10,8,8 +boddimi01,1993,1,ML4,AL,3,5,10,10,1,0,0,162,77,34,6,15,24,0.338,5.67,1,0,4,0,249,0,35,1,1,4 +boevejo01,1993,1,OAK,AL,4,2,42,0,0,0,0,238,87,34,8,33,49,0.280,3.86,4,1,4,0,353,19,40,2,3,8 +boevejo01,1993,2,DET,AL,2,1,19,0,0,0,3,69,14,7,1,11,14,0.179,2.74,3,0,0,0,96,3,10,3,4,0 +bohanbr01,1993,1,TEX,AL,4,4,36,8,0,0,0,278,107,49,8,46,45,0.296,4.76,3,10,4,0,418,4,54,2,5,12 +boltoro01,1993,1,CHA,AL,2,6,9,8,0,0,0,127,55,35,4,16,17,0.314,7.44,0,4,1,0,197,0,40,1,4,3 +boltoto01,1993,1,DET,AL,6,6,43,8,0,0,0,308,113,51,5,45,66,0.282,4.47,10,5,7,1,462,9,57,7,2,10 +bonesri01,1993,1,ML4,AL,11,11,32,31,3,0,0,611,222,110,28,63,63,0.278,4.86,3,6,8,1,883,1,122,5,7,16 +borbope02,1993,1,ATL,NL,0,0,3,0,0,0,0,5,3,4,0,3,2,0.429,21.60,0,0,0,0,11,0,4,1,0,0 +bosioch01,1993,1,SEA,AL,9,9,29,24,3,1,1,493,138,63,14,59,119,0.229,3.45,3,5,6,0,678,2,75,7,4,13 +boskish01,1993,1,CHN,NL,5,3,39,2,0,0,0,197,63,25,7,21,39,0.258,3.43,2,5,7,0,277,10,30,4,1,12 +botteke01,1993,1,MON,NL,2,5,23,11,0,0,0,249,93,38,11,33,33,0.288,4.12,2,4,5,1,373,2,49,11,1,11 +botteke01,1993,2,COL,NL,3,5,14,14,1,0,0,230,86,52,13,38,30,0.302,6.10,1,0,1,0,337,0,53,10,3,4 +bouchde01,1993,1,MON,NL,3,1,5,5,0,0,0,85,24,6,1,3,14,0.229,1.91,1,0,0,2,111,0,7,0,3,1 +bowenry01,1993,1,FLO,NL,8,12,27,27,2,1,0,470,156,77,11,87,98,0.263,4.42,7,10,3,4,693,0,83,5,4,15 +brantje01,1993,1,SFN,NL,5,6,53,12,0,0,0,341,112,54,19,46,76,0.259,4.28,2,3,7,4,496,9,60,5,5,5 +brennwi01,1993,1,CHN,NL,2,1,8,1,0,0,0,45,16,7,2,8,11,0.291,4.20,1,0,1,0,65,0,8,0,1,2 +brewebi01,1993,1,KCA,AL,2,2,46,0,0,0,0,117,31,15,6,20,28,0.230,3.46,4,2,0,1,157,14,16,1,1,7 +brewero01,1993,1,SLN,NL,0,0,1,0,0,0,0,3,3,5,1,2,1,0.500,45.00,0,0,0,0,8,1,5,0,0,0 +brinkbr01,1993,1,PHI,NL,0,0,2,0,0,0,0,18,3,2,1,3,8,0.143,3.00,0,1,0,0,24,1,2,0,0,0 +briscjo01,1993,1,OAK,AL,1,0,17,0,0,0,0,74,26,22,2,26,24,0.277,8.03,3,5,0,0,122,6,25,0,2,3 +brocado01,1993,1,SDN,NL,4,13,24,24,0,0,0,385,143,65,16,42,70,0.283,4.56,4,4,4,1,571,0,75,10,8,5 +bronkje01,1993,1,TEX,AL,1,1,21,0,0,0,1,108,39,16,4,11,18,0.285,4.00,4,2,1,0,152,6,20,1,2,7 +brosste01,1993,1,SFN,NL,0,0,2,0,0,0,0,6,3,2,1,1,1,0.333,9.00,0,0,0,0,10,1,2,0,0,0 +brownke01,1993,1,TEX,AL,15,12,34,34,12,3,0,699,228,93,14,74,142,0.252,3.59,5,8,15,1,1001,0,105,5,3,15 +brownto05,1993,1,CIN,NL,7,7,21,20,0,0,0,342,159,60,15,20,53,0.333,4.74,2,1,1,1,505,0,61,4,2,9 +browsc01,1993,1,TOR,AL,1,1,6,3,0,0,0,54,19,12,2,10,7,0.275,6.00,1,0,1,0,83,1,15,1,2,2 +brummgr01,1993,1,SFN,NL,2,3,8,8,0,0,0,138,53,24,9,13,20,0.296,4.70,1,2,0,2,196,0,25,1,2,5 +brummgr01,1993,2,MIN,AL,2,1,5,5,0,0,0,80,29,17,3,15,10,0.299,5.74,1,0,0,0,115,0,17,0,3,6 +bulliji01,1993,1,CHN,NL,1,0,15,0,0,0,1,50,18,8,1,9,10,0.277,4.32,0,0,0,0,75,6,9,0,1,2 +burbada01,1993,1,SFN,NL,10,3,54,5,0,0,0,286,95,45,14,37,88,0.265,4.25,5,4,3,0,408,9,49,6,3,5 +burgoen01,1993,1,KCA,AL,0,1,5,0,0,0,0,15,5,5,0,6,6,0.238,9.00,1,3,1,0,28,3,5,0,0,0 +burkejo03,1993,1,SFN,NL,22,7,34,34,2,1,0,695,224,94,18,40,145,0.255,3.65,4,1,11,2,942,0,100,8,4,21 +burnsto02,1993,1,TEX,AL,0,4,25,5,0,0,0,195,63,33,6,32,35,0.253,4.57,3,3,2,2,288,8,36,2,3,5 +burnsto02,1993,2,SLN,NL,0,4,24,0,0,0,0,92,32,21,8,9,10,0.274,6.16,6,0,0,1,131,5,21,3,2,1 +bushich01,1993,1,CIN,NL,0,0,6,0,0,0,0,13,9,6,1,4,3,0.450,12.46,0,2,0,0,25,2,7,0,1,2 +butchmi01,1993,1,CAL,AL,1,0,23,0,0,0,8,85,21,9,2,15,24,0.204,2.86,1,0,2,0,124,11,12,1,3,1 +cadargr01,1993,1,CIN,NL,2,1,34,0,0,0,1,98,40,18,3,23,23,0.305,4.96,5,2,1,0,158,15,19,3,0,5 +cadargr01,1993,2,KCA,AL,1,1,13,0,0,0,0,46,14,5,0,7,2,0.264,2.93,0,0,1,0,62,3,5,1,0,1 +campbke01,1993,1,OAK,AL,0,0,11,0,0,0,0,48,20,13,1,11,9,0.313,7.31,1,0,1,0,77,4,13,0,1,0 +candejo01,1993,1,PIT,NL,0,3,24,0,0,0,1,59,25,18,2,9,17,0.313,8.24,1,1,1,0,92,6,19,1,1,1 +candito01,1993,1,LAN,NL,8,10,33,32,2,0,0,641,192,74,12,71,155,0.241,3.12,1,6,6,0,898,0,86,15,9,14 +cansejo01,1993,1,TEX,AL,0,0,1,0,0,0,0,3,2,3,0,3,0,0.500,27.00,0,0,0,0,8,1,3,0,1,0 +carpecr01,1993,1,FLO,NL,0,1,29,0,0,0,0,112,29,12,1,13,26,0.212,2.89,2,5,2,0,154,9,15,1,1,2 +carpecr01,1993,2,TEX,AL,4,1,27,0,0,0,1,96,35,15,4,12,27,0.289,4.22,1,2,2,0,139,8,15,1,3,2 +carych01,1993,1,CHA,AL,1,0,16,0,0,0,0,62,22,12,1,11,10,0.286,5.23,0,4,3,0,96,4,12,1,4,0 +casiala01,1993,1,MIN,AL,5,3,54,0,0,0,1,170,59,19,1,14,31,0.268,3.02,2,2,1,0,241,8,23,3,3,3 +castifr01,1993,1,CHN,NL,5,8,29,25,2,0,0,424,162,76,20,39,84,0.293,4.84,4,5,9,3,614,0,83,10,3,6 +castito02,1993,1,TOR,AL,3,2,51,0,0,0,0,152,44,19,4,22,28,0.242,3.38,5,1,0,0,211,10,19,5,2,8 +charlno01,1993,1,SEA,AL,1,3,34,0,0,0,18,104,22,9,4,17,48,0.179,2.34,0,6,0,0,141,29,12,0,1,5 +chrismi02,1993,1,CLE,AL,0,0,9,0,0,0,0,35,14,5,3,2,8,0.286,3.86,1,0,0,0,51,3,6,0,0,0 +clarkma01,1993,1,CLE,AL,7,5,26,15,1,0,0,328,119,52,18,25,57,0.279,4.28,1,1,1,0,454,1,55,1,1,11 +clemero02,1993,1,BOS,AL,11,14,29,29,2,1,0,575,175,95,17,67,160,0.244,4.46,4,3,11,1,808,0,99,5,7,17 +coneda01,1993,1,KCA,AL,11,14,34,34,6,1,0,762,205,94,20,114,191,0.223,3.33,2,14,10,2,1060,0,102,7,9,13 +conveji01,1993,1,SEA,AL,1,3,4,4,0,0,0,61,23,12,0,14,10,0.295,5.31,2,0,0,0,93,0,12,0,1,1 +cookan01,1993,1,NYA,AL,0,1,4,0,0,0,0,16,4,3,1,7,4,0.200,5.06,0,2,0,0,28,3,3,1,0,0 +cookde01,1993,1,CLE,AL,5,5,25,6,0,0,0,162,62,34,9,16,34,0.295,5.67,1,0,2,1,233,2,36,3,2,5 +cookest01,1993,1,PIT,NL,10,10,32,32,3,1,0,632,207,91,22,59,132,0.258,3.89,4,3,3,3,882,0,101,13,6,9 +cookmi01,1993,1,BAL,AL,0,0,2,0,0,0,0,9,1,0,0,2,3,0.091,0.00,1,1,0,0,13,0,0,0,0,0 +cormirh01,1993,1,SLN,NL,7,6,38,21,1,0,0,436,163,70,18,27,75,0.284,4.33,3,6,4,0,619,4,80,10,4,16 +corsiji01,1993,1,FLO,NL,0,2,15,0,0,0,0,61,28,15,1,10,7,0.337,6.64,3,0,0,0,97,6,15,3,1,2 +coxda01,1993,1,TOR,AL,7,6,44,0,0,0,2,251,73,29,8,29,84,0.230,3.12,5,5,0,0,348,13,31,0,1,5 +crimch01,1993,1,CAL,AL,2,2,11,0,0,0,0,46,17,10,2,5,10,0.298,5.87,1,0,2,0,67,3,11,2,1,2 +cummijo01,1993,1,SEA,AL,0,6,10,8,1,0,0,139,59,31,6,16,19,0.316,6.02,2,1,2,1,207,0,34,0,2,7 +daalom01,1993,1,LAN,NL,2,3,47,0,0,0,0,106,36,20,5,21,19,0.277,5.09,3,1,0,2,155,12,20,2,2,4 +darliro01,1993,1,OAK,AL,5,9,31,29,3,0,0,534,198,102,22,72,95,0.281,5.16,5,3,5,1,793,1,107,5,6,10 +darwida01,1993,1,BOS,AL,15,11,34,34,2,1,0,688,196,83,31,49,130,0.230,3.26,8,5,3,1,919,0,93,6,9,10 +davisch01,1993,1,CAL,AL,0,0,1,0,0,0,0,6,0,0,0,0,0,0.000,0.00,0,0,1,0,7,1,0,0,0,0 +davisma01,1993,1,PHI,NL,1,2,25,0,0,0,0,94,35,18,4,24,28,0.273,5.17,1,1,1,0,154,4,22,1,0,3 +davisma01,1993,2,SDN,NL,0,3,35,0,0,0,4,115,44,15,6,20,42,0.295,3.52,6,1,0,1,173,9,15,3,1,3 +davisst02,1993,1,OAK,AL,2,6,19,8,0,0,0,188,68,43,5,33,37,0.276,6.18,2,2,2,0,284,2,45,1,2,5 +davisst02,1993,2,DET,AL,0,2,24,0,0,0,4,106,25,12,4,15,36,0.198,3.06,4,1,1,0,144,10,12,1,1,3 +dayleke01,1993,1,TOR,AL,0,0,2,0,0,0,0,2,1,0,0,4,2,0.333,0.00,0,0,0,0,7,0,2,0,0,0 +deleojo01,1993,1,PHI,NL,3,0,24,3,0,0,0,141,39,17,5,27,34,0.231,3.26,3,5,5,0,207,6,25,3,2,1 +deleojo01,1993,2,CHA,AL,0,0,11,0,0,0,0,31,5,2,2,3,6,0.152,1.74,0,0,1,0,37,1,2,0,0,3 +delucri01,1993,1,SEA,AL,3,6,30,1,0,0,0,128,46,22,5,23,48,0.272,4.64,3,4,1,0,195,11,24,1,1,1 +deshaji01,1993,1,MIN,AL,11,13,27,27,1,0,0,502,159,82,24,51,80,0.254,4.41,1,0,6,4,693,0,85,4,7,11 +deshaji01,1993,2,SFN,NL,2,2,5,4,0,0,0,51,24,8,2,6,5,0.348,4.24,0,1,1,0,77,1,9,1,0,3 +desiljo01,1993,1,DET,AL,0,0,1,0,0,0,0,3,2,1,0,0,0,0.667,9.00,0,0,0,0,4,1,1,0,1,1 +desiljo01,1993,2,LAN,NL,0,0,3,0,0,0,0,16,6,4,0,1,6,0.273,6.75,0,0,0,0,23,2,4,0,0,0 +deweyma01,1993,1,PIT,NL,1,2,21,0,0,0,7,80,14,7,0,10,14,0.157,2.36,1,0,3,0,108,17,8,3,3,1 +dibblro01,1993,1,CIN,NL,1,4,45,0,0,0,19,125,34,30,8,42,49,0.225,6.48,0,4,2,0,196,37,33,1,0,3 +dipinfr01,1993,1,KCA,AL,1,1,11,0,0,0,0,47,21,12,2,6,5,0.328,6.89,0,0,2,0,74,5,12,0,2,2 +dipotje01,1993,1,CLE,AL,4,4,46,0,0,0,11,169,57,15,0,30,41,0.270,2.40,7,0,1,0,247,26,21,3,2,9 +dixonst01,1993,1,SLN,NL,0,0,4,0,0,0,0,8,7,10,1,5,2,0.538,33.75,0,0,0,0,20,0,10,2,0,1 +doherjo02,1993,1,DET,AL,14,11,32,31,3,2,0,554,205,91,19,48,63,0.286,4.44,7,4,5,1,780,1,104,5,4,25 +dopsojo01,1993,1,BOS,AL,7,11,34,28,1,1,0,467,170,86,16,59,89,0.281,4.97,12,1,2,3,681,3,93,8,8,14 +downske01,1993,1,OAK,AL,5,10,42,12,0,0,0,359,135,75,14,60,66,0.287,5.64,8,4,2,1,539,12,80,3,4,15 +drabedo01,1993,1,HOU,NL,9,18,34,34,7,2,0,713,242,100,18,60,157,0.267,3.79,12,12,3,0,991,0,108,14,8,19 +drahmbr01,1993,1,CHA,AL,0,0,5,0,0,0,1,16,7,0,0,2,3,0.333,0.00,0,0,0,0,23,4,0,0,0,2 +drapemi01,1993,1,NYN,NL,1,1,29,1,0,0,0,127,53,20,2,14,16,0.327,4.25,3,0,0,1,184,11,22,3,5,8 +dreyest01,1993,1,TEX,AL,3,3,10,6,0,0,0,123,48,26,7,20,23,0.291,5.71,1,0,1,0,186,1,26,0,0,5 +eckerde01,1993,1,OAK,AL,2,4,64,0,0,0,36,201,67,31,7,13,80,0.261,4.16,4,0,2,0,276,52,32,2,2,3 +edensto01,1993,1,HOU,NL,1,1,38,0,0,0,0,147,47,17,4,19,21,0.263,3.12,7,3,0,0,203,20,17,4,1,7 +eichhma01,1993,1,TOR,AL,3,1,54,0,0,0,0,218,76,22,3,22,47,0.272,2.72,7,2,3,0,309,16,26,3,2,9 +eilanda01,1993,1,SDN,NL,0,3,10,9,0,0,0,145,58,28,5,17,14,0.297,5.21,1,1,1,0,217,0,33,2,2,7 +eldreca01,1993,1,ML4,AL,16,16,36,36,8,1,0,774,232,115,32,91,180,0.239,4.01,5,2,10,0,1087,0,120,5,12,13 +ericksc01,1993,1,MIN,AL,8,19,34,34,1,0,0,656,266,126,17,71,116,0.305,5.19,1,5,10,0,976,0,138,10,13,26 +ettlema01,1993,1,SDN,NL,1,0,14,0,0,0,0,54,23,13,4,4,9,0.307,6.50,1,3,0,0,81,5,16,0,2,1 +fajarhe01,1993,1,TEX,AL,0,0,1,0,0,0,0,2,0,0,0,0,1,0.000,0.00,0,0,0,0,2,1,0,0,0,0 +farrejo03,1993,1,CAL,AL,3,12,21,17,0,0,0,272,110,74,22,44,45,0.301,7.35,3,3,7,0,420,1,74,2,2,6 +farrst01,1993,1,NYA,AL,2,2,49,0,0,0,25,141,44,22,8,28,39,0.253,4.21,4,2,2,0,211,37,22,3,4,3 +fasseje01,1993,1,MON,NL,12,5,56,15,1,0,1,449,119,38,7,54,140,0.216,2.29,0,5,0,0,616,10,50,7,4,10 +fernaal01,1993,1,CHA,AL,18,9,34,34,3,1,0,742,221,86,27,67,169,0.240,3.13,5,8,6,0,1004,0,95,9,3,24 +fernasi01,1993,1,NYN,NL,5,6,18,18,1,1,0,359,82,39,17,36,81,0.192,2.93,0,2,3,0,469,0,42,3,1,6 +fettemi01,1993,1,ML4,AL,3,3,45,0,0,0,0,178,59,22,4,22,23,0.278,3.34,4,0,2,0,246,14,29,5,5,13 +finlech01,1993,1,CAL,AL,16,14,35,35,13,2,0,754,243,88,22,82,187,0.253,3.15,1,8,6,1,1065,0,108,11,7,21 +flemida01,1993,1,SEA,AL,12,5,26,26,1,1,0,502,189,81,15,67,75,0.290,4.36,6,2,6,0,737,0,84,4,8,16 +flenehu01,1993,1,TOR,AL,0,0,6,0,0,0,0,20,7,3,0,4,2,0.269,4.05,1,1,0,0,30,1,3,0,0,1 +fletcpa01,1993,1,PHI,NL,0,0,1,0,0,0,0,1,0,0,0,0,0,0.000,0.00,0,1,0,0,1,0,0,0,0,0 +fossato01,1993,1,BOS,AL,1,1,71,0,0,0,0,120,38,23,4,15,39,0.242,5.18,4,1,2,1,175,19,28,0,1,4 +fosteke01,1993,1,PHI,NL,0,1,2,1,0,0,0,20,13,11,3,7,6,0.394,14.85,0,2,0,0,40,0,11,0,0,0 +fostest01,1993,1,CIN,NL,2,2,17,0,0,0,0,77,23,5,1,5,16,0.235,1.75,2,0,1,0,105,7,8,1,0,2 +francjo01,1993,1,NYN,NL,4,3,35,0,0,0,10,109,46,21,6,19,29,0.313,5.20,3,5,1,0,172,30,24,4,1,2 +fredrsc01,1993,1,COL,NL,0,1,25,0,0,0,0,87,33,20,3,17,20,0.287,6.21,2,4,1,1,137,4,25,2,2,3 +freemma02,1993,1,ATL,NL,2,0,21,0,0,0,0,71,24,16,1,10,25,0.261,6.08,2,3,1,0,103,5,16,0,0,0 +freyst01,1993,1,CAL,AL,2,3,55,0,0,0,13,145,41,16,1,26,22,0.230,2.98,1,3,3,0,212,28,20,4,1,3 +frohwto01,1993,1,BAL,AL,6,7,70,0,0,0,3,289,91,41,7,44,50,0.256,3.83,8,1,3,0,411,30,47,7,2,16 +garceri01,1993,1,MIN,AL,0,0,3,0,0,0,0,12,4,0,0,2,3,0.250,0.00,0,0,0,0,18,1,2,0,0,1 +gardimi01,1993,1,MON,NL,2,3,24,2,0,0,0,114,40,22,3,19,21,0.268,5.21,2,0,1,0,173,3,28,1,3,3 +gardimi01,1993,2,DET,AL,0,0,10,0,0,0,0,34,12,5,0,7,4,0.279,3.97,1,2,0,0,51,1,5,1,0,1 +gardnma01,1993,1,KCA,AL,4,6,17,16,0,0,0,275,92,63,17,36,54,0.272,6.19,0,2,4,0,387,0,65,1,7,7 +gibsopa01,1993,1,NYN,NL,1,1,8,0,0,0,0,26,14,5,1,2,12,0.350,5.19,0,1,0,0,42,1,6,0,0,0 +gibsopa01,1993,2,NYA,AL,2,0,20,0,0,0,0,106,31,12,4,9,25,0.238,3.06,0,0,0,0,142,9,15,0,3,4 +glavito02,1993,1,ATL,NL,22,6,36,36,4,2,0,718,236,85,16,90,120,0.259,3.20,7,4,2,0,1014,0,91,10,2,25 +gohrgr01,1993,1,DET,AL,0,0,16,0,0,0,0,68,26,15,1,14,23,0.289,5.96,2,1,2,0,108,9,15,1,1,1 +gomezpa01,1993,1,SDN,NL,1,2,27,1,0,0,0,95,35,18,2,19,26,0.294,5.12,4,2,0,0,144,6,19,1,4,2 +gonzare01,1993,1,CAL,AL,0,0,1,0,0,0,0,3,0,0,0,0,0,0.000,0.00,0,0,0,0,3,1,0,0,0,0 +goodedw01,1993,1,NYN,NL,12,15,29,29,7,2,0,626,188,80,16,61,149,0.242,3.45,1,5,9,2,866,0,89,11,7,13 +gordoto01,1993,1,KCA,AL,12,6,48,14,2,0,1,467,125,62,11,77,143,0.223,3.58,5,17,1,0,651,18,65,6,6,11 +gossari01,1993,1,OAK,AL,4,5,39,0,0,0,1,143,49,24,6,26,40,0.266,4.53,2,4,1,0,213,12,24,0,2,3 +gottji01,1993,1,LAN,NL,4,8,62,0,0,0,25,233,71,20,6,17,67,0.248,2.32,5,5,1,0,313,45,23,7,2,8 +gozzoma01,1993,1,NYN,NL,0,1,10,0,0,0,1,42,11,4,1,5,6,0.212,2.57,1,0,0,0,57,5,5,0,0,2 +grahejo01,1993,1,CAL,AL,4,1,45,0,0,0,11,170,54,18,5,25,31,0.251,2.86,4,3,2,0,247,32,22,2,3,6 +grangje01,1993,1,KCA,AL,0,0,1,0,0,0,0,3,3,3,0,2,1,0.500,27.00,0,0,0,0,8,0,3,0,0,0 +grantma01,1993,1,HOU,NL,0,0,6,0,0,0,0,33,11,1,0,5,6,0.275,0.82,2,0,0,0,46,3,4,0,1,4 +grantma01,1993,2,COL,NL,0,1,14,0,0,0,1,43,23,20,4,6,8,0.377,12.56,1,2,0,0,68,6,20,0,1,2 +gratema01,1993,1,DET,AL,0,0,6,0,0,0,0,15,6,3,0,4,4,0.286,5.40,1,1,0,0,25,1,3,0,0,0 +greento01,1993,1,PHI,NL,16,4,31,30,7,2,0,600,175,76,12,62,167,0.233,3.42,3,15,3,0,834,0,84,9,9,7 +greenty01,1993,1,PHI,NL,0,0,3,2,0,0,0,22,16,6,1,5,7,0.444,7.36,0,2,0,0,41,1,9,0,0,2 +greerke01,1993,1,NYN,NL,1,0,1,0,0,0,0,3,0,0,0,0,2,0.000,0.00,0,0,0,0,3,1,0,0,0,0 +grimsja01,1993,1,CLE,AL,3,4,10,6,0,0,0,127,52,25,3,20,27,0.302,5.31,1,2,1,0,194,1,26,1,0,7 +groombu01,1993,1,DET,AL,0,2,19,3,0,0,0,110,48,25,4,13,15,0.322,6.14,5,2,2,1,170,8,25,2,4,2 +grosske01,1993,1,LAN,NL,13,13,33,32,3,0,0,607,224,93,15,74,150,0.282,4.14,7,2,5,5,892,1,110,11,6,14 +grosski01,1993,1,LAN,NL,0,0,10,0,0,0,0,45,13,1,0,4,12,0.236,0.60,0,0,0,0,59,0,1,0,0,0 +guarded01,1993,1,MIN,AL,3,8,19,16,0,0,0,284,123,65,13,36,46,0.319,6.18,2,0,1,0,426,2,68,1,3,7 +gubicma01,1993,1,KCA,AL,5,8,49,6,0,0,2,313,128,54,2,43,80,0.307,4.66,8,12,2,0,474,12,61,6,6,12 +guettle01,1993,1,SLN,NL,3,3,40,0,0,0,1,138,41,15,1,16,19,0.240,2.93,5,1,2,0,192,14,18,1,2,7 +gullibi01,1993,1,DET,AL,13,9,28,28,2,0,0,478,186,95,28,44,70,0.291,5.37,3,2,3,0,699,0,106,6,7,6 +guthrma01,1993,1,MIN,AL,2,1,22,0,0,0,0,63,20,11,2,16,15,0.267,4.71,2,1,0,3,94,2,11,1,2,1 +guzmajo01,1993,1,CHN,NL,12,10,30,30,2,1,0,573,188,92,25,74,163,0.258,4.34,6,6,3,5,819,0,98,8,5,10 +guzmaju01,1993,1,TOR,AL,14,3,33,33,2,1,0,663,211,98,17,110,194,0.252,3.99,2,26,3,1,963,0,107,5,9,10 +haasda01,1993,1,DET,AL,1,2,20,0,0,0,0,84,45,19,9,8,17,0.375,6.11,5,0,0,0,131,5,20,2,1,7 +habyajo01,1993,1,NYA,AL,2,1,36,0,0,0,1,127,45,19,5,16,29,0.276,4.04,2,0,0,2,181,21,20,0,2,4 +habyajo01,1993,2,KCA,AL,0,0,12,0,0,0,0,42,14,7,1,4,10,0.259,4.50,2,0,0,0,58,2,7,0,0,2 +hammoch01,1993,1,FLO,NL,11,12,32,32,1,0,0,573,207,99,18,66,108,0.277,4.66,2,10,1,5,826,0,106,10,2,20 +hamptmi01,1993,1,SEA,AL,1,3,13,3,0,0,1,51,28,18,3,17,8,0.368,9.53,3,1,0,1,95,2,20,1,1,2 +haneych01,1993,1,KCA,AL,9,9,23,23,1,1,0,372,141,83,13,53,65,0.286,6.02,2,6,3,1,556,0,87,3,4,10 +hansoer01,1993,1,SEA,AL,11,12,31,30,7,0,0,645,215,83,17,60,163,0.263,3.47,6,8,5,0,898,0,91,10,4,19 +harkemi01,1993,1,CHN,NL,10,10,28,28,1,0,0,472,187,92,17,43,67,0.305,5.26,4,1,3,3,676,0,100,8,8,17 +harnipe01,1993,1,HOU,NL,16,9,33,33,5,4,0,653,171,72,20,79,185,0.214,2.98,5,3,6,1,896,0,84,9,4,13 +harrige01,1993,1,SDN,NL,6,6,59,0,0,0,23,178,57,20,3,37,39,0.256,3.03,8,7,1,0,269,48,27,5,2,6 +harrigr01,1993,1,BOS,AL,6,7,80,0,0,0,8,337,95,47,7,60,103,0.232,3.77,14,8,10,1,494,24,55,10,4,11 +harrigr02,1993,1,SDN,NL,10,9,22,22,4,0,0,456,151,62,18,39,83,0.257,3.67,6,2,3,3,639,0,65,8,2,5 +harrigr02,1993,2,COL,NL,1,8,13,13,0,0,0,220,88,53,15,30,40,0.299,6.50,3,4,4,3,336,0,62,6,2,5 +hartlmi01,1993,1,MIN,AL,1,2,53,0,0,0,1,243,86,36,4,36,57,0.281,4.00,3,8,7,0,359,21,38,4,6,5 +harvebr01,1993,1,FLO,NL,1,5,59,0,0,0,45,207,45,13,4,13,73,0.186,1.70,2,0,0,1,264,54,14,3,6,3 +hathahi01,1993,1,CAL,AL,4,3,11,11,0,0,0,172,71,32,6,26,11,0.326,5.02,1,5,5,1,253,0,35,1,3,11 +heatone01,1993,1,NYA,AL,1,0,18,0,0,0,0,81,34,18,6,11,15,0.301,6.00,1,2,3,0,128,9,19,0,1,3 +henketo01,1993,1,TEX,AL,5,5,66,0,0,0,40,223,55,24,7,27,79,0.205,2.91,3,3,1,0,302,60,25,3,3,5 +hennemi01,1993,1,DET,AL,5,3,63,0,0,0,24,215,69,21,4,32,58,0.251,2.64,8,4,2,0,316,50,28,5,2,5 +henrybu01,1993,1,COL,NL,2,8,20,15,1,0,0,254,117,62,14,24,39,0.331,6.59,2,1,1,0,390,1,66,6,5,7 +henrybu01,1993,2,MON,NL,1,1,10,1,0,0,0,55,18,8,1,4,8,0.250,3.93,0,0,0,0,77,3,10,0,1,1 +henrydo01,1993,1,ML4,AL,4,4,54,0,0,0,17,165,67,34,7,25,38,0.300,5.56,8,4,3,0,260,41,37,5,4,3 +henrydw01,1993,1,CIN,NL,0,1,3,0,0,0,0,14,6,2,0,4,2,0.273,3.86,1,1,0,0,26,1,8,0,0,0 +henrydw01,1993,2,SEA,AL,2,1,31,1,0,0,2,162,56,40,6,35,35,0.273,6.67,4,7,2,0,249,15,40,3,4,3 +hentgpa01,1993,1,TOR,AL,19,9,34,32,3,0,0,649,215,93,27,74,122,0.258,3.87,0,11,7,1,926,0,103,6,5,18 +heredgi01,1993,1,MON,NL,4,2,20,9,1,0,2,172,66,25,4,14,40,0.293,3.92,2,0,2,0,246,2,28,4,1,5 +hernaje02,1993,1,SDN,NL,0,2,21,0,0,0,0,103,41,18,2,7,26,0.301,4.72,1,0,0,2,146,9,19,2,1,2 +hernaje02,1993,2,CLE,AL,6,5,49,0,0,0,8,232,75,27,12,27,44,0.261,3.14,6,2,0,0,321,22,33,2,5,9 +hernaro01,1993,1,CHA,AL,3,4,70,0,0,0,38,236,66,20,6,20,71,0.228,2.29,1,2,0,0,314,67,21,2,2,3 +hernaxa01,1993,1,HOU,NL,4,5,72,0,0,0,9,290,75,28,6,28,101,0.212,2.61,3,6,1,0,389,29,37,3,3,8 +hershor01,1993,1,LAN,NL,12,14,33,33,5,1,0,647,201,86,17,72,141,0.246,3.59,13,7,7,0,913,0,106,12,4,11 +heskejo01,1993,1,BOS,AL,3,4,28,5,0,0,1,160,62,30,4,29,34,0.294,5.06,4,4,0,2,246,8,35,4,2,11 +hibbagr01,1993,1,CHN,NL,15,11,31,31,1,0,0,573,209,84,19,47,82,0.286,3.96,9,1,3,2,800,0,96,9,10,24 +hickebr01,1993,1,SFN,NL,7,5,47,15,0,0,0,361,137,57,14,39,69,0.291,4.26,3,4,1,0,525,5,58,11,4,11 +higuete01,1993,1,ML4,AL,1,3,8,8,0,0,0,90,43,24,4,16,27,0.333,7.20,2,0,1,3,148,0,24,1,1,0 +hillesh01,1993,1,OAK,AL,3,6,18,11,0,0,0,182,78,47,8,33,29,0.317,6.97,1,1,4,0,288,4,48,3,2,5 +hillke01,1993,1,MON,NL,9,7,28,28,2,0,0,551,163,66,7,74,90,0.238,3.23,7,6,6,2,780,0,84,9,7,16 +hillmer01,1993,1,NYN,NL,2,9,27,22,3,1,0,435,173,64,12,24,60,0.299,3.97,2,0,4,1,627,1,83,10,10,14 +hillmi01,1993,1,CIN,NL,3,0,19,0,0,0,0,86,34,18,5,9,23,0.301,5.65,1,1,0,0,125,2,18,0,3,1 +hitchst01,1993,1,NYA,AL,1,2,6,6,0,0,0,93,32,16,4,14,26,0.271,4.65,1,3,1,2,135,0,18,0,2,5 +hoffmtr01,1993,1,FLO,NL,2,2,28,0,0,0,2,107,24,13,5,19,26,0.185,3.28,7,3,0,0,152,13,13,2,1,1 +hoffmtr01,1993,2,SDN,NL,2,4,39,0,0,0,3,163,56,26,5,20,53,0.264,4.31,6,2,1,0,239,13,30,2,4,1 +holmabr02,1993,1,SEA,AL,1,3,19,0,0,0,3,109,27,15,1,16,17,0.208,3.72,2,2,5,0,152,9,17,1,0,5 +holmeda01,1993,1,COL,NL,3,3,62,0,0,0,25,200,56,30,6,20,60,0.222,4.05,1,2,2,1,274,51,31,0,0,5 +holzema01,1993,1,CAL,AL,0,3,5,4,0,0,0,70,34,23,2,13,10,0.340,8.87,0,1,3,0,117,1,24,1,0,0 +honeyri01,1993,1,OAK,AL,1,4,52,0,0,0,1,125,30,13,2,20,21,0.211,2.81,6,0,1,0,174,7,18,7,4,3 +hopejo01,1993,1,PIT,NL,0,2,7,7,0,0,0,114,47,17,2,8,8,0.313,4.03,3,1,2,0,166,0,19,5,1,4 +horsmvi01,1993,1,OAK,AL,2,0,40,0,0,0,0,75,25,15,2,15,17,0.255,5.40,1,1,3,0,116,5,15,0,0,1 +houghch01,1993,1,FLO,NL,9,16,34,34,0,0,0,613,202,97,20,71,126,0.259,4.27,2,11,8,4,876,0,109,11,7,12 +howarch02,1993,1,CHA,AL,1,0,3,0,0,0,0,7,2,0,0,3,1,0.286,0.00,1,0,0,0,10,0,0,0,0,1 +howelja01,1993,1,ATL,NL,3,3,54,0,0,0,0,175,48,15,3,16,37,0.229,2.31,4,0,0,2,233,22,16,3,4,3 +howest01,1993,1,NYA,AL,3,5,51,0,0,0,4,152,58,28,7,10,19,0.297,4.97,4,0,3,0,215,19,31,5,2,8 +hurstbr01,1993,1,SDN,NL,0,1,2,2,0,0,0,13,9,6,0,3,3,0.409,12.46,0,0,0,0,26,0,7,1,0,1 +hurstbr01,1993,2,COL,NL,0,1,3,3,0,0,0,26,6,5,1,3,6,0.194,5.19,0,1,0,1,34,0,5,0,0,0 +huttoma01,1993,1,NYA,AL,1,1,7,4,0,0,0,66,24,14,2,17,12,0.293,5.73,0,0,1,0,104,2,17,2,2,5 +ignasmi01,1993,1,ML4,AL,1,1,27,0,0,0,0,111,32,15,2,21,28,0.241,3.65,4,0,2,0,158,4,17,1,1,7 +innisje01,1993,1,NYN,NL,2,3,67,0,0,0,3,230,81,35,5,38,36,0.278,4.11,12,3,6,1,345,30,39,9,1,9 +jacksda02,1993,1,PHI,NL,12,11,32,32,2,1,0,631,214,88,12,80,120,0.263,3.77,2,4,4,0,919,0,105,14,8,15 +jacksmi02,1993,1,SFN,NL,6,6,81,0,0,0,1,232,58,26,7,24,70,0.204,3.03,6,2,3,2,317,17,28,4,2,2 +jeando01,1993,1,NYA,AL,1,1,10,6,0,0,0,121,37,20,7,19,20,0.237,4.46,1,1,0,0,176,1,20,0,1,0 +jimenmi01,1993,1,OAK,AL,1,0,5,4,0,0,0,81,27,12,5,16,13,0.262,4.00,0,0,1,0,120,0,12,0,0,3 +johnsda04,1993,1,DET,AL,1,1,6,0,0,0,0,25,13,12,3,5,7,0.342,12.96,1,1,2,0,46,2,13,0,1,1 +johnsje02,1993,1,NYA,AL,0,2,2,2,0,0,0,8,12,9,1,2,0,0.600,30.38,0,0,0,0,22,0,10,0,0,0 +johnsjo06,1993,1,PIT,NL,2,4,33,0,0,0,2,160,38,20,7,19,31,0.203,3.38,5,1,0,0,210,16,20,4,0,5 +johnsjo07,1993,1,FLO,NL,0,2,7,0,0,0,0,32,16,7,1,7,5,0.340,5.91,0,1,0,0,54,3,8,0,0,1 +johnsra05,1993,1,SEA,AL,19,8,35,34,10,3,1,766,185,92,22,99,308,0.203,3.24,1,8,16,2,1043,1,97,8,7,16 +jonesba01,1993,1,CHA,AL,0,1,6,0,0,0,0,22,14,7,2,3,7,0.412,8.59,0,0,0,0,38,1,8,1,0,1 +jonesbo03,1993,1,NYN,NL,2,4,9,9,0,0,0,185,61,25,6,22,35,0.262,3.65,3,1,2,0,265,0,35,5,3,3 +jonesdo01,1993,1,HOU,NL,4,10,71,0,0,0,26,256,102,43,7,21,66,0.298,4.54,6,3,5,0,381,60,46,9,4,3 +jonesji02,1993,1,MON,NL,4,1,12,6,0,0,0,119,47,28,6,9,21,0.285,6.35,0,1,0,1,175,3,34,1,0,1 +jonesto02,1993,1,HOU,NL,1,2,27,0,0,0,2,112,28,13,4,15,25,0.214,3.13,2,1,1,1,150,8,14,2,1,4 +judenje01,1993,1,HOU,NL,0,1,2,0,0,0,0,15,4,3,1,4,7,0.222,5.40,1,0,0,0,23,1,3,0,1,0 +kaiseje01,1993,1,CIN,NL,0,0,3,0,0,0,0,10,4,1,0,2,4,0.286,2.70,1,0,0,0,16,1,1,0,0,0 +kaiseje01,1993,2,NYN,NL,0,0,6,0,0,0,0,14,6,6,1,3,5,0.353,11.57,0,0,0,0,21,2,6,0,1,1 +kamiesc01,1993,1,NYA,AL,10,7,30,20,2,0,1,463,163,70,17,59,72,0.277,4.08,7,2,3,0,659,4,73,3,5,22 +karsast01,1993,1,OAK,AL,3,3,8,8,0,0,0,147,49,22,4,16,33,0.258,4.04,1,1,2,0,210,0,23,0,2,2 +keyji01,1993,1,NYA,AL,18,6,34,34,4,2,0,710,219,79,26,43,173,0.246,3.00,1,3,1,0,948,0,84,6,9,25 +kiefema01,1993,1,ML4,AL,0,0,6,0,0,0,1,28,3,0,0,5,7,0.097,0.00,0,0,1,0,37,4,0,0,0,0 +kielyjo01,1993,1,DET,AL,0,2,8,0,0,0,0,35,13,10,2,13,5,0.295,7.71,5,2,1,0,59,5,11,1,0,4 +kileda01,1993,1,HOU,NL,15,8,32,26,4,2,0,515,152,67,12,69,141,0.239,3.51,1,9,15,3,733,0,73,5,7,16 +kilgupa01,1993,1,SLN,NL,1,0,22,1,0,0,1,86,18,2,1,8,21,0.180,0.63,1,0,1,0,109,7,2,0,0,3 +kingke01,1993,1,SEA,AL,0,1,13,0,0,0,0,35,9,8,3,4,8,0.231,6.17,1,0,1,0,49,3,8,3,2,1 +klinkjo01,1993,1,FLO,NL,0,2,59,0,0,0,0,113,37,21,0,24,22,0.266,5.02,4,1,0,2,168,10,22,2,3,4 +knudsku01,1993,1,DET,AL,3,2,30,0,0,0,2,113,41,20,9,16,29,0.281,4.78,2,2,4,0,171,7,22,2,3,2 +knudsma01,1993,1,COL,NL,0,0,4,0,0,0,0,17,16,14,4,5,3,0.471,22.24,0,2,0,0,39,2,14,0,0,0 +krameto01,1993,1,CLE,AL,7,3,39,16,1,0,0,363,126,54,19,59,71,0.269,4.02,7,1,2,0,535,6,60,3,2,7 +kruegbi01,1993,1,DET,AL,6,4,32,7,0,0,0,246,90,31,6,30,60,0.285,3.40,5,8,4,0,356,7,43,3,3,11 +lancale01,1993,1,SLN,NL,4,1,50,0,0,0,0,184,56,20,5,21,36,0.242,2.93,5,5,1,0,259,12,24,5,1,3 +landrbi01,1993,1,CIN,NL,0,2,18,0,0,0,0,65,18,9,1,6,14,0.231,3.74,1,0,0,0,86,6,9,2,0,1 +langsma01,1993,1,CAL,AL,16,11,35,35,7,0,0,769,220,91,22,85,196,0.234,3.20,2,10,1,2,1039,0,100,3,8,23 +layanti01,1993,1,SFN,NL,0,0,1,0,0,0,0,6,7,5,1,1,1,0.538,22.50,1,0,0,0,15,0,5,1,0,0 +leachte01,1993,1,CHA,AL,0,0,14,0,0,0,1,48,15,5,0,2,3,0.250,2.81,1,0,1,0,64,8,5,0,1,2 +learyti01,1993,1,SEA,AL,11,9,33,27,0,0,0,508,202,95,21,58,68,0.300,5.05,5,6,8,2,746,6,104,5,1,21 +leffecr01,1993,1,TEX,AL,3,9,52,8,0,0,0,250,102,56,17,28,58,0.304,6.05,3,0,1,1,373,9,57,6,3,5 +leftwph01,1993,1,CAL,AL,4,6,12,12,1,0,0,242,81,34,5,27,31,0.262,3.79,1,1,3,0,343,0,35,3,1,4 +leibrch01,1993,1,TEX,AL,9,10,26,26,1,0,0,451,169,76,15,45,89,0.284,4.55,5,5,4,2,656,0,84,8,4,11 +leiteal01,1993,1,TOR,AL,9,6,34,12,1,1,2,315,93,48,8,56,66,0.240,4.11,2,2,4,2,454,4,52,3,3,10 +leitema01,1993,1,DET,AL,6,6,27,13,1,0,0,320,111,56,17,44,70,0.267,4.73,5,5,3,0,471,4,61,3,5,4 +leskacu01,1993,1,COL,NL,1,5,18,8,0,0,0,171,59,34,7,27,30,0.266,5.37,1,8,2,2,260,1,40,5,4,3 +lewisri01,1993,1,FLO,NL,6,3,57,0,0,0,0,232,68,28,7,43,65,0.239,3.26,6,9,1,1,341,14,37,8,4,5 +lewissc01,1993,1,CAL,AL,1,2,15,4,0,0,0,96,37,15,3,12,10,0.311,4.22,1,1,2,0,142,2,16,2,7,3 +lillide01,1993,1,CLE,AL,4,4,56,2,0,0,10,192,64,16,5,19,40,0.264,2.25,5,1,1,0,271,28,20,6,2,5 +lintodo01,1993,1,TOR,AL,0,1,4,1,0,0,0,33,11,8,0,9,4,0.256,6.55,0,0,1,0,55,0,8,0,2,0 +lintodo01,1993,2,CAL,AL,2,0,19,0,0,0,0,77,35,22,8,14,19,0.324,7.71,1,2,0,0,123,6,22,0,1,1 +lloydgr01,1993,1,ML4,AL,3,4,55,0,0,0,0,191,64,20,5,13,31,0.256,2.83,3,4,3,0,269,12,24,1,2,6 +loonebr01,1993,1,MON,NL,0,0,3,1,0,0,0,18,8,2,0,2,7,0.308,3.00,0,0,0,1,28,1,2,0,0,0 +lopezal02,1993,1,CLE,AL,3,1,9,9,0,0,0,149,49,33,7,32,25,0.262,5.98,1,0,1,0,222,0,34,1,1,5 +luebbla01,1993,1,CIN,NL,2,5,14,14,0,0,0,232,74,39,7,38,38,0.261,4.54,3,4,1,0,332,0,49,4,5,7 +macdobo01,1993,1,DET,AL,3,3,68,0,0,0,3,197,67,39,8,33,39,0.268,5.35,5,3,1,1,293,24,42,4,5,3 +maddugr01,1993,1,ATL,NL,20,10,36,36,8,1,0,801,228,70,14,52,197,0.232,2.36,7,5,6,1,1064,0,85,15,7,26 +maddumi01,1993,1,NYN,NL,3,8,58,0,0,0,5,225,67,30,3,27,57,0.243,3.60,7,4,4,1,320,31,34,7,6,6 +magnami01,1993,1,KCA,AL,1,2,7,6,0,0,0,106,37,16,3,11,16,0.282,4.08,1,1,1,0,145,0,16,1,1,4 +magrajo01,1993,1,SLN,NL,8,10,22,20,0,0,0,348,127,64,15,37,38,0.286,4.97,3,4,5,0,499,2,68,6,7,14 +magrajo01,1993,2,CAL,AL,3,2,8,8,0,0,0,144,48,21,4,21,24,0.265,3.94,0,4,0,0,209,0,27,4,3,2 +mahompa01,1993,1,MIN,AL,1,5,12,5,0,0,0,112,47,32,8,16,23,0.309,7.71,0,3,1,0,173,4,34,1,3,2 +maldoca02,1993,1,ML4,AL,2,2,29,0,0,0,1,112,40,19,2,17,18,0.282,4.58,5,1,0,0,167,9,20,4,4,3 +manzajo01,1993,1,ML4,AL,1,1,10,1,0,0,1,51,22,18,1,10,10,0.314,9.53,3,1,2,0,86,4,20,2,2,1 +manzajo01,1993,2,NYN,NL,0,0,6,0,0,0,0,36,8,4,1,9,11,0.186,3.00,0,0,0,0,54,2,7,1,1,0 +martide01,1993,1,MON,NL,15,9,35,34,2,0,1,674,211,96,27,64,138,0.246,3.85,7,2,11,4,945,1,110,10,4,20 +martipe02,1993,1,LAN,NL,10,5,65,2,0,0,2,321,76,31,5,57,119,0.201,2.61,4,3,4,1,444,20,34,0,5,7 +martipe03,1993,1,SDN,NL,3,1,32,0,0,0,0,111,23,10,4,13,32,0.172,2.43,1,0,1,0,148,9,11,0,0,2 +martira02,1993,1,LAN,NL,10,12,32,32,4,3,0,635,202,81,15,104,127,0.255,3.44,9,2,4,2,918,0,88,12,5,16 +masonro01,1993,1,SDN,NL,0,7,34,0,0,0,0,150,43,18,1,18,39,0.242,3.24,4,1,2,2,207,14,20,6,3,3 +masonro01,1993,2,PHI,NL,5,5,34,0,0,0,0,149,47,27,9,16,32,0.246,4.89,1,1,0,1,210,15,28,1,2,1 +mauseti01,1993,1,PHI,NL,0,0,8,0,0,0,0,49,15,9,1,7,14,0.238,4.96,0,1,1,0,71,1,9,0,0,0 +mauseti01,1993,2,SDN,NL,0,1,28,0,0,0,0,113,36,15,5,17,32,0.248,3.58,5,1,0,0,164,15,19,1,1,1 +maysema01,1993,1,ML4,AL,1,2,23,0,0,0,1,66,28,14,4,13,10,0.322,5.73,1,4,1,0,105,12,14,2,2,4 +mccaski01,1993,1,CHA,AL,4,8,30,14,0,0,2,341,144,66,12,36,65,0.313,5.23,6,6,1,0,502,6,71,2,3,12 +mcclubo01,1993,1,FLO,NL,1,1,14,0,0,0,0,19,13,5,2,5,6,0.419,7.11,0,0,0,0,36,1,5,0,0,0 +mcdonbe01,1993,1,BAL,AL,13,14,34,34,7,1,0,661,185,83,17,86,171,0.228,3.39,4,7,5,1,914,0,92,7,4,15 +mcdowja01,1993,1,CHA,AL,22,10,34,34,10,4,0,770,261,96,20,69,158,0.266,3.37,6,8,3,1,1067,0,104,8,6,19 +mcdowro01,1993,1,LAN,NL,5,3,54,0,0,0,2,204,76,17,2,30,27,0.288,2.25,10,5,2,0,300,19,32,3,1,5 +mcelrch01,1993,1,CHN,NL,2,2,49,0,0,0,0,142,51,24,4,25,31,0.280,4.56,5,3,1,0,214,11,30,5,1,5 +mcgehke01,1993,1,BAL,AL,0,0,5,0,0,0,0,50,18,11,5,7,7,0.281,5.94,2,1,2,0,75,1,11,1,1,1 +mcmicgr01,1993,1,ATL,NL,2,3,74,0,0,0,19,275,68,21,3,29,89,0.206,2.06,4,6,0,1,365,40,22,4,2,10 +meachru01,1993,1,KCA,AL,2,2,15,0,0,0,0,63,31,13,2,5,13,0.326,5.57,1,0,3,0,104,11,15,0,1,1 +melenjo01,1993,1,BOS,AL,2,1,9,0,0,0,0,48,10,4,2,5,14,0.179,2.25,3,0,0,0,63,5,4,0,2,0 +menento01,1993,1,PIT,NL,2,0,14,0,0,0,0,63,20,7,4,4,13,0.256,3.00,0,0,1,0,85,3,8,1,1,1 +merckke01,1993,1,ATL,NL,3,1,43,6,0,0,0,198,52,21,2,36,59,0.214,2.86,3,5,2,1,283,9,24,0,0,7 +merribr01,1993,1,MIN,AL,1,1,19,0,0,0,0,81,36,29,3,23,14,0.343,9.67,2,1,3,0,135,10,29,2,2,6 +mesajo01,1993,1,CLE,AL,10,12,34,33,3,0,0,626,232,114,21,62,118,0.286,4.92,2,8,7,2,897,0,122,9,9,18 +micelda01,1993,1,PIT,NL,0,0,9,0,0,0,0,16,6,3,0,3,4,0.273,5.06,0,0,0,1,25,1,3,0,0,0 +milacbo01,1993,1,CLE,AL,1,1,5,2,0,0,0,48,19,6,3,11,7,0.302,3.38,0,0,0,0,74,0,8,0,0,2 +militsa01,1993,1,NYA,AL,1,1,3,2,0,0,0,28,10,7,1,7,5,0.270,6.75,1,0,2,0,46,0,8,0,0,0 +millepa01,1993,1,PIT,NL,0,0,3,2,0,0,0,30,15,6,2,2,2,0.349,5.40,0,1,0,0,47,1,6,2,0,0 +millsal01,1993,1,BAL,AL,5,4,45,0,0,0,4,301,80,36,14,51,68,0.225,3.23,5,3,4,0,421,18,39,4,6,13 +minchna01,1993,1,BOS,AL,1,2,5,5,1,0,0,99,35,13,5,8,18,0.265,3.55,2,2,0,0,141,0,16,1,0,3 +minorbl01,1993,1,PIT,NL,8,6,65,0,0,0,2,283,94,43,8,26,84,0.263,4.10,3,5,4,0,398,18,43,6,4,6 +minutgi01,1993,1,SFN,NL,0,1,9,0,0,0,0,43,7,6,2,15,10,0.152,3.77,0,1,0,0,64,4,9,1,2,0 +miranan01,1993,1,ML4,AL,4,5,22,17,2,0,0,360,100,44,12,52,88,0.226,3.30,4,4,2,2,502,0,53,3,3,10 +mlickda01,1993,1,CLE,AL,0,0,3,3,0,0,0,40,11,5,2,6,7,0.220,3.38,0,2,2,0,58,0,6,0,0,0 +moellde01,1993,1,PIT,NL,1,0,10,0,0,0,0,49,26,18,2,7,13,0.356,9.92,1,1,1,2,82,3,20,1,0,1 +mohlemi01,1993,1,OAK,AL,1,6,42,9,0,0,0,193,57,40,10,44,42,0.241,5.60,4,0,2,1,290,4,45,5,2,7 +monteri01,1993,1,NYA,AL,7,4,42,0,0,0,0,257,85,47,14,35,50,0.262,4.94,10,1,0,0,369,11,52,4,5,6 +montgje01,1993,1,KCA,AL,7,5,69,0,0,0,45,262,65,22,3,23,66,0.206,2.27,4,3,2,0,347,63,22,5,1,3 +moorema01,1993,1,COL,NL,3,1,27,0,0,0,0,79,30,20,4,20,13,0.291,6.84,0,4,1,0,128,8,25,0,4,4 +mooremi01,1993,1,DET,AL,13,9,36,36,4,3,0,641,227,124,35,89,89,0.271,5.22,10,9,3,0,942,0,135,4,8,16 +morgami01,1993,1,CHN,NL,10,15,32,32,1,1,0,623,206,93,15,74,111,0.262,4.03,8,8,7,2,883,0,100,11,5,17 +morrija02,1993,1,TOR,AL,7,12,27,27,4,1,0,458,189,105,18,65,103,0.302,6.19,2,14,3,1,702,0,116,4,5,10 +moyerja01,1993,1,BAL,AL,12,9,25,25,3,1,0,456,154,58,11,38,90,0.265,3.43,2,1,6,1,630,0,63,3,1,13 +mulhote01,1993,1,PHI,NL,12,9,29,28,7,2,0,573,177,69,20,40,116,0.241,3.25,2,5,3,0,786,0,80,5,4,12 +munozbo01,1993,1,NYA,AL,3,3,38,0,0,0,0,137,48,27,1,26,33,0.270,5.32,5,2,0,0,208,12,27,1,3,1 +munozmi01,1993,1,DET,AL,0,1,8,0,0,0,0,9,4,2,1,6,1,0.308,6.00,1,0,0,0,19,3,2,0,0,1 +munozmi01,1993,2,COL,NL,2,1,21,0,0,0,0,54,21,9,1,9,16,0.309,4.50,3,2,0,0,82,7,12,3,2,3 +murphro01,1993,1,SLN,NL,5,7,73,0,0,0,1,194,73,35,8,20,41,0.290,4.87,6,5,1,0,279,23,37,4,2,11 +mussimi01,1993,1,BAL,AL,14,6,25,25,3,2,0,503,163,83,20,44,117,0.256,4.46,2,5,3,0,693,0,84,6,4,13 +mutisje01,1993,1,CLE,AL,3,6,17,13,1,1,0,243,93,52,14,33,29,0.289,5.78,2,1,7,0,364,1,56,0,2,11 +myersra01,1993,1,CHN,NL,2,4,73,0,0,0,53,226,65,26,7,26,86,0.230,3.11,2,3,1,0,313,69,26,1,2,8 +nabhoch01,1993,1,MON,NL,9,8,26,21,1,0,0,350,100,53,9,63,74,0.236,4.09,4,7,8,0,505,2,57,7,4,12 +nagych01,1993,1,CLE,AL,2,6,9,9,1,0,0,146,66,34,6,13,30,0.322,6.29,1,2,2,0,223,0,38,2,1,6 +navarja01,1993,1,ML4,AL,11,12,35,34,5,1,0,643,254,127,21,73,114,0.300,5.33,4,11,11,0,955,0,135,6,17,19 +neaglde01,1993,1,PIT,NL,3,5,50,7,0,0,1,244,82,48,10,37,73,0.258,5.31,3,5,3,0,360,13,49,1,1,1 +nelsoge01,1993,1,CAL,AL,0,5,46,0,0,0,4,158,50,18,3,23,31,0.251,3.08,4,1,2,0,231,20,25,3,4,4 +nelsoge01,1993,2,TEX,AL,0,0,6,0,0,0,1,24,10,3,0,1,4,0.303,3.38,1,1,0,0,34,2,3,0,0,1 +nelsoje01,1993,1,SEA,AL,5,3,71,0,0,0,1,180,57,29,5,34,61,0.258,4.35,10,2,8,0,269,13,30,2,4,8 +nenro01,1993,1,TEX,AL,1,1,9,3,0,0,0,68,28,16,1,26,12,0.326,6.35,0,2,0,1,113,3,17,0,1,3 +nenro01,1993,2,FLO,NL,1,0,15,1,0,0,0,100,35,26,5,20,27,0.255,7.02,0,4,0,0,159,2,28,1,1,0 +nichoro02,1993,1,LAN,NL,0,1,4,0,0,0,0,19,9,4,1,2,3,0.360,5.68,2,0,0,0,28,2,5,1,0,1 +niedda01,1993,1,COL,NL,5,9,16,16,1,0,0,261,99,50,8,42,46,0.296,5.17,4,1,1,1,394,0,53,9,7,8 +nielsje01,1993,1,CAL,AL,0,0,10,0,0,0,0,37,18,11,1,4,8,0.340,8.03,0,0,1,1,62,3,13,1,3,0 +novoara01,1993,1,ML4,AL,0,3,15,7,2,0,0,168,58,28,7,22,17,0.267,4.50,2,1,4,0,249,0,32,4,2,3 +nunezed01,1993,1,OAK,AL,3,6,56,0,0,0,1,227,89,32,2,29,58,0.298,3.81,2,4,6,2,341,16,36,5,2,5 +odonojo02,1993,1,BAL,AL,0,1,11,1,0,0,0,59,22,10,4,10,16,0.278,4.58,1,0,1,0,90,3,12,0,0,3 +ojedabo01,1993,1,CLE,AL,2,1,9,7,0,0,0,129,48,21,5,21,27,0.289,4.40,0,3,0,0,194,0,22,4,3,4 +olivaom01,1993,1,SLN,NL,5,3,58,9,0,0,1,356,134,55,10,54,63,0.288,4.17,7,4,9,3,537,11,60,4,4,11 +oliveda02,1993,1,TEX,AL,0,0,2,0,0,0,0,10,2,1,1,1,4,0.154,2.70,1,0,0,0,14,0,1,0,0,0 +olsongr01,1993,1,BAL,AL,0,2,50,0,0,0,29,135,37,8,1,18,44,0.223,1.60,3,5,0,0,188,45,9,2,2,2 +ontivst02,1993,1,SEA,AL,0,2,14,0,0,0,0,54,18,2,0,6,13,0.277,1.00,2,1,0,0,72,8,3,1,0,6 +oquismi01,1993,1,BAL,AL,0,0,5,0,0,0,0,35,12,5,0,4,8,0.261,3.86,1,0,0,0,50,2,5,0,0,0 +oroscje01,1993,1,ML4,AL,3,5,57,0,0,0,8,170,47,20,2,17,67,0.224,3.18,3,3,3,1,233,27,25,1,2,3 +osbordo01,1993,1,SLN,NL,10,7,26,26,1,0,0,467,153,65,18,47,83,0.257,3.76,4,4,7,0,657,0,73,6,2,13 +osunaal01,1993,1,HOU,NL,1,1,44,0,0,0,2,76,17,9,3,13,21,0.200,3.20,2,3,1,0,107,6,10,4,4,2 +ottoda01,1993,1,PIT,NL,3,4,28,8,0,0,0,204,85,38,9,28,30,0.317,5.03,1,4,3,0,306,7,40,6,1,14 +paintla01,1993,1,COL,NL,2,2,10,6,1,0,0,117,52,26,5,9,16,0.333,6.00,0,2,0,0,166,2,26,1,0,4 +palldo01,1993,1,CHA,AL,2,3,39,0,0,0,1,176,62,21,5,11,29,0.268,3.22,3,3,2,0,251,9,25,6,1,4 +palldo01,1993,2,PHI,NL,1,0,8,0,0,0,0,53,15,5,1,3,11,0.231,2.55,0,0,0,1,69,2,7,1,0,2 +parreje01,1993,1,COL,NL,3,3,40,6,0,0,1,221,78,44,6,45,66,0.274,5.38,9,11,2,1,341,13,47,4,5,3 +pattebo01,1993,1,TEX,AL,2,4,52,0,0,0,1,158,59,28,8,11,46,0.282,4.78,0,0,1,0,224,29,28,1,2,2 +patteke01,1993,1,CAL,AL,1,1,46,0,0,0,1,177,54,30,7,35,36,0.249,4.58,5,2,0,0,255,9,30,2,1,8 +pavliro01,1993,1,TEX,AL,12,6,26,26,2,0,0,499,151,63,18,80,131,0.245,3.41,3,6,5,0,712,0,67,6,4,19 +pennibr01,1993,1,BAL,AL,3,2,34,0,0,0,4,99,34,24,7,25,39,0.266,6.55,0,3,2,0,158,16,25,2,1,1 +perezme01,1993,1,NYA,AL,6,14,25,25,0,0,0,489,173,94,22,64,148,0.267,5.19,5,3,1,1,718,0,103,4,2,4 +perezmi01,1993,1,SLN,NL,7,2,65,0,0,0,7,218,65,20,4,20,58,0.244,2.48,1,2,1,0,298,25,24,5,5,5 +petkoma01,1993,1,PIT,NL,3,0,26,0,0,0,0,97,43,25,7,9,14,0.328,6.96,2,4,0,0,145,8,25,4,1,2 +pichahi01,1993,1,KCA,AL,7,8,30,25,2,0,0,495,183,74,10,53,70,0.282,4.04,2,5,6,3,720,2,85,3,8,17 +planter01,1993,1,SEA,AL,0,0,20,0,0,0,1,29,11,7,0,12,3,0.282,6.52,1,1,1,0,53,4,7,1,0,0 +plesada01,1993,1,CHN,NL,2,1,57,0,0,0,0,188,74,33,10,21,47,0.298,4.74,6,5,0,2,276,12,37,4,3,5 +plunker01,1993,1,CLE,AL,4,5,70,0,0,0,15,213,61,22,5,30,77,0.226,2.79,4,6,0,0,306,40,29,4,2,3 +pooleji02,1993,1,BAL,AL,2,1,55,0,0,0,2,151,30,12,2,21,29,0.175,2.15,5,0,0,0,197,11,18,3,2,6 +portuma01,1993,1,HOU,NL,18,4,33,33,1,1,0,624,194,64,10,77,131,0.248,2.77,3,9,4,2,876,0,75,11,3,19 +powelde01,1993,1,SEA,AL,0,0,33,2,0,0,0,143,42,22,7,24,32,0.255,4.15,2,2,1,0,197,7,22,5,2,10 +powelro01,1993,1,CIN,NL,0,3,9,1,0,0,0,49,13,8,1,6,17,0.224,4.41,0,0,0,0,66,1,8,2,0,1 +powerte01,1993,1,CLE,AL,0,2,20,0,0,0,0,60,30,16,2,8,11,0.333,7.20,3,1,0,0,101,6,17,2,1,1 +powerte01,1993,2,SEA,AL,2,2,25,0,0,0,13,76,27,11,1,9,16,0.287,3.91,1,1,0,0,105,18,11,1,1,5 +pughti01,1993,1,CIN,NL,10,15,31,27,3,1,0,493,200,96,19,59,94,0.303,5.26,1,3,7,2,738,3,102,6,5,15 +quantpa01,1993,1,BOS,AL,6,12,49,14,1,1,1,414,151,60,13,44,66,0.279,3.91,14,0,2,1,594,8,73,4,2,16 +radinsc01,1993,1,CHA,AL,8,2,73,0,0,0,4,164,61,26,3,19,44,0.268,4.28,3,0,1,4,250,24,33,2,0,4 +rapppa01,1993,1,FLO,NL,4,6,16,16,1,0,0,282,101,42,7,39,57,0.281,4.02,1,6,2,0,412,0,49,8,4,8 +rasmude01,1993,1,KCA,AL,1,2,9,4,0,0,0,87,40,24,4,14,12,0.328,7.45,1,2,1,0,138,3,25,0,1,1 +reardje01,1993,1,CIN,NL,4,6,58,0,0,0,8,185,66,28,4,10,35,0.270,4.09,0,2,5,0,267,32,34,4,4,2 +reedri01,1993,1,KCA,AL,0,0,1,0,0,0,0,11,6,4,0,1,3,0.375,9.82,0,0,1,0,18,0,4,0,0,0 +reedri01,1993,2,TEX,AL,1,0,2,0,0,0,0,12,6,1,1,1,2,0.375,2.25,0,0,1,0,18,0,1,0,0,1 +reedst01,1993,1,COL,NL,9,5,64,0,0,0,3,253,80,42,13,30,51,0.259,4.48,5,1,3,0,347,14,47,2,3,7 +reynoar02,1993,1,COL,NL,12,11,30,30,4,0,0,567,206,84,22,63,117,0.277,4.00,7,7,9,6,830,0,101,5,8,18 +reynosh01,1993,1,HOU,NL,0,0,5,1,0,0,0,33,11,1,0,6,10,0.256,0.82,1,0,0,0,49,0,4,0,0,3 +rhodear01,1993,1,BAL,AL,5,6,17,17,0,0,0,257,91,62,16,49,49,0.274,6.51,1,2,1,0,387,0,62,2,3,7 +righeda01,1993,1,SFN,NL,1,1,51,0,0,0,1,142,58,30,11,17,31,0.305,5.70,0,1,1,0,210,15,31,2,0,6 +rijojo01,1993,1,CIN,NL,14,9,36,36,2,1,0,772,218,71,19,62,227,0.230,2.48,2,0,2,1,1029,0,76,13,3,17 +rislebi01,1993,1,MON,NL,0,0,2,0,0,0,0,9,2,2,1,2,2,0.200,6.00,0,0,1,0,14,1,3,1,0,0 +riverbe01,1993,1,PHI,NL,13,9,30,28,1,1,0,489,175,91,16,85,123,0.273,5.02,4,13,6,0,742,1,99,5,5,13 +roberri02,1993,1,PIT,NL,0,1,9,0,0,0,0,27,15,6,0,4,5,0.385,6.00,0,0,0,0,44,2,6,1,0,2 +rodriri02,1993,1,SDN,NL,2,3,34,0,0,0,2,90,34,11,2,9,22,0.281,3.30,3,1,1,0,133,10,15,2,0,1 +rodriri02,1993,2,FLO,NL,0,1,36,0,0,0,1,138,39,21,8,24,21,0.229,4.11,5,2,1,0,198,11,23,3,0,5 +rogerke01,1993,1,TEX,AL,16,10,35,33,5,0,0,625,210,95,18,71,140,0.263,4.10,2,6,4,5,885,0,108,7,5,13 +rogerke02,1993,1,SFN,NL,2,2,64,0,0,0,0,242,71,24,3,28,62,0.236,2.68,5,3,4,0,334,24,28,0,1,9 +rojasme01,1993,1,MON,NL,5,8,66,0,0,0,10,265,80,29,6,30,48,0.242,2.95,3,5,4,0,378,25,39,8,6,9 +roperjo01,1993,1,CIN,NL,2,5,16,15,0,0,0,240,92,50,10,36,54,0.295,5.63,3,5,4,1,360,0,51,5,3,8 +rueteki01,1993,1,MON,NL,8,0,14,14,1,0,0,257,85,26,5,18,31,0.264,2.73,1,0,0,0,341,0,33,1,0,11 +ruffcsc01,1993,1,CHA,AL,0,2,3,2,0,0,0,30,9,9,2,10,2,0.265,8.10,0,1,0,0,46,1,11,1,1,2 +ruffibr01,1993,1,COL,NL,6,5,59,12,0,0,2,419,145,60,10,69,126,0.269,3.87,9,8,1,0,619,8,71,4,5,14 +ruffijo01,1993,1,CIN,NL,2,1,21,0,0,0,2,113,36,15,4,11,30,0.247,3.58,1,2,1,0,159,5,16,1,0,2 +ruskisc01,1993,1,CIN,NL,0,0,4,0,0,0,0,3,3,2,1,2,0,0.500,18.00,0,0,0,0,8,0,2,0,0,0 +russeje01,1993,1,BOS,AL,1,4,51,0,0,0,33,140,39,14,1,14,45,0.231,2.70,1,2,1,0,189,48,16,1,4,6 +ryanke01,1993,1,BOS,AL,7,2,47,0,0,0,1,150,43,20,2,29,49,0.235,3.60,5,3,3,0,223,26,23,4,4,3 +ryanno01,1993,1,TEX,AL,5,5,13,13,0,0,0,199,54,36,5,40,46,0.220,4.88,0,3,1,0,291,0,47,2,2,3 +saberbr01,1993,1,NYN,NL,7,7,19,19,4,1,0,418,131,51,11,17,93,0.250,3.29,4,2,3,2,556,0,55,6,6,7 +salkero01,1993,1,SEA,AL,0,0,3,2,0,0,0,43,13,4,0,4,13,0.232,2.51,0,0,1,0,61,0,4,0,0,2 +sampebi01,1993,1,KCA,AL,2,2,18,0,0,0,0,55,25,12,1,9,9,0.338,5.89,0,2,4,0,89,3,12,2,0,2 +sandesc01,1993,1,CAL,AL,7,11,21,21,4,1,0,406,153,67,15,27,66,0.289,4.46,5,1,5,2,576,0,77,6,8,11 +sandesc01,1993,2,SFN,NL,4,2,11,8,0,0,0,146,48,19,12,7,36,0.255,3.51,2,0,1,3,201,1,20,3,2,0 +sandesc02,1993,1,SDN,NL,3,3,9,9,0,0,0,157,54,24,4,23,37,0.265,4.13,1,0,1,1,231,0,32,1,2,4 +sanfomo01,1993,1,COL,NL,1,2,11,6,0,0,0,107,37,21,4,27,36,0.278,5.30,0,2,0,1,166,1,25,4,2,3 +scanlbo01,1993,1,CHN,NL,4,5,70,0,0,0,0,226,79,38,6,28,44,0.278,4.54,7,0,3,2,323,13,41,2,6,11 +schilcu01,1993,1,PHI,NL,16,7,34,34,7,2,0,706,234,105,23,57,186,0.259,4.02,6,9,4,3,982,0,114,9,7,13 +schoomi01,1993,1,TEX,AL,3,0,17,0,0,0,0,73,30,15,3,10,16,0.303,5.55,1,1,0,0,111,0,17,2,0,1 +schoupe01,1993,1,NYN,NL,5,12,41,18,0,0,0,385,168,85,13,45,72,0.319,5.96,7,1,3,2,586,6,90,3,8,6 +schwaje01,1993,1,CHA,AL,2,2,41,0,0,0,0,153,35,21,1,38,41,0.201,3.71,2,5,3,1,218,10,21,0,3,7 +scottda01,1993,1,CAL,AL,1,2,16,0,0,0,0,60,19,13,1,11,13,0.250,5.85,1,2,1,0,90,2,13,0,2,0 +scottti01,1993,1,SDN,NL,2,0,24,0,0,0,0,113,38,10,1,15,30,0.262,2.39,0,1,4,1,169,2,13,2,2,1 +scottti01,1993,2,MON,NL,5,2,32,0,0,0,1,102,31,14,3,19,35,0.242,3.71,2,1,0,0,148,16,15,1,0,2 +scuddsc01,1993,1,CLE,AL,0,1,2,1,0,0,0,12,5,4,0,4,1,0.333,9.00,0,0,1,0,20,1,4,0,0,0 +seaneru01,1993,1,SDN,NL,0,0,3,0,0,0,0,10,8,5,1,2,1,0.471,13.50,0,0,0,0,20,3,6,1,0,1 +seitzke01,1993,1,OAK,AL,0,0,1,0,0,0,0,1,0,0,0,0,1,0.000,0.00,0,0,0,0,1,1,0,0,0,0 +seleaa01,1993,1,BOS,AL,7,2,18,18,0,0,0,335,100,34,5,48,93,0.237,2.74,2,5,7,0,484,0,42,2,5,8 +seminfr01,1993,1,SDN,NL,3,3,18,7,0,0,0,139,53,23,5,21,22,0.293,4.47,3,1,3,0,212,0,30,6,2,3 +servisc01,1993,1,COL,NL,0,0,3,0,0,0,0,14,8,5,1,1,3,0.400,9.64,0,0,1,0,24,0,5,0,2,0 +servisc01,1993,2,CIN,NL,2,2,26,0,0,0,2,124,36,17,5,15,40,0.235,3.70,4,0,1,0,173,7,19,2,2,3 +shawje01,1993,1,MON,NL,2,7,55,8,0,0,0,287,91,44,12,32,50,0.254,4.14,2,2,7,0,404,13,47,5,2,10 +shephke01,1993,1,COL,NL,1,3,14,1,0,0,1,58,26,15,4,4,7,0.333,6.98,0,1,1,0,85,3,16,1,1,3 +shinaza01,1993,1,SEA,AL,0,0,1,0,0,0,0,8,4,1,1,2,0,0.333,3.38,0,0,0,0,14,0,1,0,0,0 +shousbr01,1993,1,PIT,NL,0,0,6,0,0,0,0,12,7,4,1,2,3,0.368,9.00,0,1,0,0,22,1,4,0,1,0 +slocuhe01,1993,1,CHN,NL,1,0,10,0,0,0,0,32,7,4,0,4,4,0.189,3.38,0,0,0,0,42,4,5,0,1,2 +slocuhe01,1993,2,CLE,AL,3,1,20,0,0,0,0,82,28,13,3,16,18,0.272,4.28,2,0,0,0,122,5,14,1,2,3 +slusajo01,1993,1,OAK,AL,0,0,2,1,0,0,0,26,9,5,1,11,1,0.300,5.19,3,0,0,0,43,0,5,2,0,3 +smilejo01,1993,1,CIN,NL,3,9,18,18,2,0,0,317,117,66,15,31,60,0.286,5.62,0,2,2,1,455,0,69,10,3,9 +smithbr01,1993,1,COL,NL,2,4,11,5,0,0,0,89,47,28,2,11,9,0.362,8.49,1,1,3,0,150,2,29,2,4,0 +smithle02,1993,1,SLN,NL,2,4,55,0,0,0,43,150,49,25,11,9,49,0.251,4.50,1,1,0,0,206,48,25,0,2,1 +smithle02,1993,2,NYA,AL,0,0,8,0,0,0,3,24,4,0,0,5,11,0.148,0.00,1,0,0,0,33,8,0,0,1,0 +smithpe02,1993,1,ATL,NL,4,8,20,14,0,0,0,272,92,44,15,36,53,0.270,4.37,3,1,2,1,390,2,45,6,5,6 +smithro02,1993,1,OAK,AL,1,2,13,0,0,0,3,59,13,6,2,7,4,0.197,2.75,2,1,1,0,76,9,7,2,0,5 +smithza01,1993,1,PIT,NL,3,7,14,14,1,0,0,249,97,42,5,22,32,0.298,4.55,3,2,0,0,353,0,43,6,0,13 +smoltjo01,1993,1,ATL,NL,15,11,35,35,3,1,0,731,208,98,23,100,208,0.230,3.62,12,13,6,1,1028,0,104,13,4,17 +spradje01,1993,1,CIN,NL,2,1,37,0,0,0,2,147,44,19,4,9,24,0.249,3.49,0,3,0,1,193,16,20,3,4,5 +sprinru01,1993,1,CAL,AL,1,6,14,9,1,0,0,180,73,48,11,32,31,0.303,7.20,1,6,3,0,278,3,48,1,1,7 +stantmi02,1993,1,ATL,NL,4,6,63,0,0,0,27,156,51,27,4,29,43,0.255,4.67,7,1,0,0,236,41,35,5,2,2 +stewada01,1993,1,TOR,AL,12,8,26,26,0,0,0,486,146,80,23,72,96,0.242,4.44,0,4,4,1,687,0,86,3,4,12 +stiebda01,1993,1,CHA,AL,1,3,4,4,0,0,0,67,27,15,1,14,11,0.300,6.04,0,0,0,0,107,0,17,2,1,3 +stottto01,1993,1,TOR,AL,11,12,30,28,1,1,0,530,204,95,11,69,98,0.292,4.84,5,7,3,1,786,0,107,5,11,11 +sutclri01,1993,1,BAL,AL,10,10,29,28,3,0,0,498,212,106,23,74,80,0.314,5.75,5,1,6,0,763,0,112,4,3,20 +swanru01,1993,1,SEA,AL,3,3,23,0,0,0,0,59,25,20,2,18,10,0.316,9.15,1,0,2,0,100,6,20,1,0,3 +swiftbi02,1993,1,SFN,NL,21,8,34,34,1,1,0,698,195,73,18,55,157,0.226,2.82,5,4,6,0,928,0,82,4,2,27 +swindgr01,1993,1,HOU,NL,12,13,31,30,1,1,0,571,215,88,24,40,124,0.283,4.16,3,2,1,2,818,0,98,13,3,11 +swingpa01,1993,1,CAL,AL,0,1,9,0,0,0,0,29,15,9,2,6,6,0.357,8.38,0,0,0,0,49,2,9,0,1,1 +tackeje01,1993,1,BAL,AL,0,0,1,0,0,0,0,3,1,0,0,1,0,0.250,0.00,0,0,0,0,5,1,0,0,0,0 +tananfr01,1993,1,NYN,NL,7,15,29,29,0,0,0,549,198,91,26,48,104,0.278,4.48,7,7,9,2,784,0,100,12,4,15 +tananfr01,1993,2,NYA,AL,0,2,3,3,0,0,0,59,18,7,2,7,12,0.222,3.20,1,0,0,0,88,0,10,0,0,0 +tapanke01,1993,1,MIN,AL,12,15,36,35,3,1,0,677,243,111,21,57,150,0.272,4.43,1,4,6,0,964,0,123,3,5,13 +tavarju01,1993,1,CLE,AL,2,2,8,7,0,0,0,111,53,27,7,13,19,0.340,6.57,2,3,2,1,172,0,29,0,1,5 +tayloke01,1993,1,SDN,NL,0,5,36,7,0,0,0,205,72,49,5,49,45,0.277,6.45,0,4,4,0,326,9,53,10,3,4 +taylosc01,1993,1,BOS,AL,0,1,16,0,0,0,0,33,14,10,1,12,8,0.311,8.18,3,0,1,0,59,3,10,1,0,0 +telfoan01,1993,1,BAL,AL,0,0,3,0,0,0,0,22,11,8,3,1,6,0.344,9.82,0,1,1,0,34,2,8,0,0,0 +telghda01,1993,1,NYN,NL,6,2,24,7,0,0,0,227,82,40,10,21,35,0.276,4.76,2,1,4,0,325,7,40,2,1,7 +tewksbo01,1993,1,SLN,NL,17,10,32,32,2,0,0,641,258,91,15,20,97,0.301,3.83,1,2,6,0,907,0,99,15,9,16 +thigpbo01,1993,1,CHA,AL,0,0,25,0,0,0,1,104,51,22,5,12,19,0.349,5.71,0,0,5,0,166,11,25,0,3,5 +thigpbo01,1993,2,PHI,NL,3,1,17,0,0,0,0,58,23,13,2,9,10,0.307,6.05,1,0,1,1,88,5,13,2,1,2 +timlimi01,1993,1,TOR,AL,4,2,54,0,0,0,1,167,63,29,7,27,49,0.284,4.69,3,1,1,0,254,27,32,1,3,5 +tolivfr01,1993,1,PIT,NL,1,0,12,0,0,0,0,65,20,9,2,8,14,0.267,3.74,0,0,2,0,90,3,10,2,3,3 +tomlira01,1993,1,PIT,NL,4,8,18,18,1,0,0,295,109,53,11,15,44,0.291,4.85,0,4,5,2,411,0,57,8,8,8 +torresa01,1993,1,SFN,NL,3,5,8,8,0,0,0,134,37,20,5,27,23,0.231,4.03,3,3,1,1,196,0,21,7,1,3 +trachst01,1993,1,CHN,NL,0,2,3,3,0,0,0,59,16,10,4,3,14,0.219,4.58,0,1,0,0,78,0,10,1,1,1 +trlicri01,1993,1,LAN,NL,1,2,41,0,0,0,1,192,59,29,3,21,41,0.244,4.08,4,4,2,1,267,18,32,2,0,9 +trombmi01,1993,1,MIN,AL,6,6,44,10,0,0,2,343,131,62,15,41,85,0.290,4.88,4,5,3,0,506,8,72,3,7,10 +tsamige01,1993,1,MIN,AL,1,2,41,0,0,0,1,205,86,47,9,27,30,0.317,6.19,5,1,3,1,309,18,51,2,6,10 +turnema01,1993,1,FLO,NL,4,5,55,0,0,0,0,204,55,22,7,26,59,0.227,2.91,9,6,1,1,279,26,23,6,4,2 +urbanto01,1993,1,SLN,NL,1,3,18,9,0,0,0,186,73,32,4,26,33,0.296,4.65,2,1,0,1,283,2,44,4,6,6 +valdese01,1993,1,MON,NL,0,0,4,0,0,0,0,9,4,3,1,1,2,0.308,9.00,0,0,0,0,14,1,4,0,0,0 +valenfe01,1993,1,BAL,AL,8,10,32,31,5,2,0,536,179,98,18,79,78,0.266,4.94,2,8,4,0,768,0,104,4,7,20 +valerju01,1993,1,CAL,AL,3,6,19,5,0,0,4,159,77,39,8,15,28,0.344,6.62,2,2,2,0,246,8,44,4,1,8 +vanpoto01,1993,1,OAK,AL,6,6,16,16,0,0,0,252,76,47,10,62,47,0.243,5.04,0,3,2,0,380,0,50,1,2,6 +violafr01,1993,1,BOS,AL,11,8,29,29,2,1,0,551,180,64,12,72,91,0.259,3.14,5,5,6,0,787,0,76,8,7,15 +wagnepa01,1993,1,PIT,NL,8,8,44,17,1,1,2,424,143,67,15,42,114,0.263,4.27,2,12,1,0,599,9,72,6,7,9 +wainhda01,1993,1,SEA,AL,0,0,3,0,0,0,0,7,7,7,1,5,2,0.500,27.00,0,0,1,0,20,0,7,0,0,0 +wakefti01,1993,1,PIT,NL,6,11,24,20,3,2,0,385,145,80,14,75,59,0.291,5.61,2,6,9,0,595,1,83,7,5,12 +walkbo01,1993,1,PIT,NL,13,14,32,32,3,0,0,561,214,118,23,70,80,0.294,5.68,5,2,5,3,822,0,121,10,9,23 +waltobr01,1993,1,MON,NL,0,0,4,0,0,0,0,17,11,6,1,3,0,0.407,9.53,0,0,0,0,32,3,6,2,0,0 +warddu01,1993,1,TOR,AL,2,3,71,0,0,0,45,215,49,17,4,25,97,0.193,2.13,2,7,1,0,282,70,17,0,2,7 +watsoal01,1993,1,SLN,NL,6,7,16,15,0,0,0,258,90,44,11,28,49,0.271,4.60,2,2,3,1,373,1,53,6,4,5 +waynega01,1993,1,COL,NL,5,3,65,0,0,0,1,187,68,35,8,26,49,0.276,5.05,8,9,1,1,283,21,40,3,7,6 +weathda01,1993,1,FLO,NL,2,3,14,6,0,0,0,137,57,26,3,13,34,0.306,5.12,1,6,1,0,202,2,26,2,0,5 +wegmabi01,1993,1,ML4,AL,4,14,20,18,5,0,0,362,135,60,13,34,50,0.291,4.48,5,0,2,0,514,0,70,3,11,13 +welchbo01,1993,1,OAK,AL,9,11,30,28,0,0,0,500,208,98,25,56,63,0.310,5.29,5,1,7,0,746,0,102,10,3,19 +wellsda01,1993,1,DET,AL,11,9,32,30,0,0,0,561,183,87,26,42,139,0.254,4.19,6,13,7,0,776,0,93,3,3,14 +wendetu01,1993,1,CHN,NL,1,2,7,4,0,0,0,68,24,11,0,8,15,0.273,4.37,1,1,0,1,98,1,13,2,0,2 +wertzbi01,1993,1,CLE,AL,2,3,34,0,0,0,0,179,54,24,5,32,53,0.238,3.62,2,0,1,0,262,7,28,1,1,3 +westda01,1993,1,PHI,NL,6,4,76,0,0,0,3,259,60,28,6,51,87,0.194,2.92,4,3,5,0,375,27,37,8,2,7 +westomi01,1993,1,NYN,NL,0,0,4,0,0,0,0,17,11,5,0,1,2,0.393,7.94,0,0,1,0,30,0,5,0,0,0 +wettejo01,1993,1,MON,NL,9,3,70,0,0,0,43,256,58,13,3,28,113,0.188,1.37,3,7,2,0,344,58,17,5,1,0 +whitema02,1993,1,TEX,AL,2,1,60,0,0,0,1,219,78,35,7,23,39,0.281,4.32,6,0,1,2,305,10,37,2,1,10 +whitewa02,1993,1,SDN,NL,4,7,21,19,0,0,0,317,109,45,11,30,57,0.276,3.83,5,5,3,1,441,1,47,5,8,11 +wickake01,1993,1,CLE,AL,0,0,11,0,0,0,0,26,15,4,3,3,3,0.366,4.15,0,1,0,0,44,1,7,0,0,0 +wickake01,1993,2,CIN,NL,1,0,33,0,0,0,0,76,32,19,5,19,20,0.308,6.75,1,4,2,1,126,8,20,1,0,0 +wickmbo01,1993,1,NYA,AL,14,4,41,19,1,1,4,420,156,72,13,69,70,0.284,4.63,7,2,5,0,629,9,82,4,1,17 +willibr01,1993,1,HOU,NL,4,4,42,5,0,0,3,246,76,44,7,38,56,0.248,4.83,4,9,4,2,357,12,48,5,3,6 +willica01,1993,1,MIN,AL,3,0,53,0,0,0,5,174,56,20,2,17,44,0.259,3.10,5,3,0,0,236,21,23,2,1,6 +willima05,1993,1,BAL,AL,7,5,48,1,0,0,0,264,106,48,5,25,45,0.304,4.91,8,2,0,0,386,12,54,6,6,10 +willimi02,1993,1,PHI,NL,3,7,65,0,0,0,43,186,56,23,3,44,60,0.245,3.34,1,6,2,0,281,57,30,4,2,7 +willimi03,1993,1,PHI,NL,1,3,17,4,0,0,0,153,50,30,5,22,33,0.253,5.29,2,2,0,0,221,2,32,1,0,2 +williwo02,1993,1,TOR,AL,3,1,30,0,0,0,0,111,40,18,2,22,24,0.274,4.38,3,2,1,1,172,9,18,2,1,3 +wilsost01,1993,1,LAN,NL,1,0,25,0,0,0,1,77,30,13,2,14,23,0.288,4.56,4,3,1,0,120,4,13,1,0,1 +wilsotr01,1993,1,SFN,NL,7,5,22,18,1,0,0,330,110,44,8,40,57,0.275,3.60,3,0,6,0,455,1,45,6,3,18 +wittbo01,1993,1,OAK,AL,14,13,35,33,5,1,0,660,226,103,16,91,131,0.269,4.21,5,8,3,1,950,0,112,9,8,26 +wittmi01,1993,1,NYA,AL,3,2,9,9,0,0,0,123,39,24,7,22,30,0.248,5.27,0,1,3,0,183,0,26,1,0,0 +wohlema01,1993,1,ATL,NL,6,2,46,0,0,0,0,144,37,24,2,22,45,0.218,4.50,3,0,1,0,199,13,25,5,1,4 +worreti01,1993,1,SDN,NL,2,7,21,16,0,0,0,302,104,55,11,43,52,0.269,4.92,5,3,0,0,443,1,63,8,5,6 +worreto01,1993,1,LAN,NL,1,1,35,0,0,0,5,116,46,26,6,11,31,0.313,6.05,1,1,0,0,167,22,28,3,6,5 +youngan01,1993,1,NYN,NL,1,16,39,10,1,0,3,301,103,42,8,42,62,0.265,3.77,9,0,1,2,445,19,62,11,3,13 +youngcl01,1993,1,CLE,AL,3,3,21,7,0,0,1,181,74,31,9,18,31,0.298,4.62,1,0,3,0,271,3,35,1,1,5 +youngcu01,1993,1,OAK,AL,1,1,3,3,0,0,0,44,14,7,5,6,4,0.241,4.30,0,0,0,0,64,0,7,0,0,0 +youngma01,1993,1,CLE,AL,1,6,22,8,0,0,0,223,75,43,8,57,65,0.266,5.21,0,5,3,1,347,2,45,4,1,8 +youngpe02,1993,1,MON,NL,1,0,4,0,0,0,0,16,4,2,1,0,3,0.211,3.38,0,0,0,0,20,2,2,1,0,0 +abbotji01,1994,1,NYA,AL,9,8,24,24,2,0,0,481,167,81,24,64,90,0.273,4.55,1,8,2,1,692,0,88,9,5,19 +acrema01,1994,1,OAK,AL,5,1,34,0,0,0,0,103,24,13,4,23,21,0.202,3.41,3,1,1,0,147,6,13,3,1,3 +aguilri01,1994,1,MIN,AL,1,4,44,0,0,0,23,134,57,18,7,10,46,0.306,3.63,3,2,0,0,201,40,23,4,1,1 +alvarwi01,1994,1,CHA,AL,12,8,24,24,2,1,0,485,147,62,16,62,108,0.241,3.45,1,3,0,0,682,0,72,6,3,13 +anderbr02,1994,1,CAL,AL,7,5,18,18,0,0,0,305,120,59,13,27,47,0.300,5.22,0,5,5,5,441,0,63,3,6,10 +anderla02,1994,1,PHI,NL,1,2,29,0,0,0,0,98,33,16,2,15,27,0.256,4.41,3,0,0,0,147,11,20,3,0,3 +appieke01,1994,1,KCA,AL,7,6,23,23,1,0,0,465,137,66,11,63,145,0.240,3.83,7,11,4,1,653,0,68,9,7,10 +aquinlu01,1994,1,FLO,NL,2,1,29,1,0,0,0,152,39,21,3,22,22,0.210,3.73,4,2,3,0,214,3,22,1,2,1 +armstja01,1994,1,TEX,AL,0,1,2,2,0,0,0,30,9,4,3,2,7,0.231,3.60,0,1,0,0,41,0,4,0,0,0 +arochre01,1994,1,SLN,NL,4,4,45,7,1,1,11,249,94,37,9,21,62,0.287,4.01,4,2,4,0,360,25,42,5,1,4 +ashbyan01,1994,1,SDN,NL,6,11,24,24,4,0,0,493,145,62,16,43,121,0.233,3.40,12,5,3,0,682,0,75,11,3,11 +assenpa01,1994,1,CHA,AL,1,2,44,0,0,0,1,99,26,13,2,13,29,0.224,3.55,2,1,1,0,134,11,13,1,3,4 +astacpe01,1994,1,LAN,NL,6,8,23,23,3,1,0,447,142,71,18,47,108,0.252,4.29,4,4,4,0,625,0,77,6,5,14 +ausanjo01,1994,1,NYA,AL,2,1,13,0,0,0,0,47,16,9,3,6,15,0.254,5.17,0,0,0,0,69,5,9,0,0,0 +averyst01,1994,1,ATL,NL,8,3,24,24,1,0,0,455,127,68,15,55,122,0.227,4.04,4,5,4,2,628,0,71,4,6,8 +ayalabo01,1994,1,SEA,AL,4,3,46,0,0,0,18,170,42,18,2,26,76,0.203,2.86,0,2,0,0,236,40,25,1,2,4 +baileco01,1994,1,BOS,AL,0,1,5,0,0,0,0,13,10,6,2,3,4,0.476,12.46,1,0,0,0,24,2,6,0,0,2 +ballaje01,1994,1,PIT,NL,1,1,28,0,0,0,2,73,32,18,5,10,11,0.323,6.66,3,1,1,0,112,11,19,1,1,3 +bankhsc01,1994,1,BOS,AL,3,2,27,0,0,0,0,113,34,19,5,12,25,0.239,4.54,3,7,0,0,156,3,21,0,2,2 +bankswi01,1994,1,CHN,NL,8,12,23,23,1,1,0,415,139,83,16,56,91,0.261,5.40,3,8,2,1,598,0,88,5,2,15 +barnebr01,1994,1,CLE,AL,0,1,6,0,0,0,0,40,12,8,2,15,5,0.235,5.40,2,0,0,0,67,2,10,0,1,0 +barnebr01,1994,2,LAN,NL,0,0,5,0,0,0,0,15,10,4,1,4,5,0.400,7.20,1,2,0,0,29,1,4,0,0,0 +bautijo01,1994,1,CHN,NL,4,5,58,0,0,0,1,208,75,30,10,17,45,0.284,3.89,7,2,3,1,293,24,30,5,4,6 +beckro01,1994,1,SFN,NL,2,4,48,0,0,0,28,146,49,15,10,13,39,0.261,2.77,2,0,0,0,207,47,17,3,3,0 +bedrost01,1994,1,ATL,NL,0,2,46,0,0,0,0,138,41,17,4,18,43,0.243,3.33,5,1,2,0,196,9,20,5,2,4 +belchti01,1994,1,DET,AL,7,15,25,25,3,0,0,486,192,106,21,78,76,0.290,5.89,10,6,4,1,750,0,124,3,3,12 +belinst01,1994,1,KCA,AL,2,2,37,0,0,0,1,147,47,28,6,24,37,0.250,5.14,3,1,5,0,220,10,36,0,3,3 +benesan01,1994,1,SDN,NL,6,14,25,25,2,2,0,517,155,74,20,51,189,0.237,3.86,2,4,1,0,717,0,82,11,1,7 +benitar01,1994,1,BAL,AL,0,0,3,0,0,0,0,30,8,1,0,4,14,0.216,0.90,0,0,1,0,42,1,1,0,0,0 +bereja01,1994,1,CHA,AL,12,2,24,24,0,0,0,425,119,60,17,80,127,0.229,3.81,0,2,1,0,608,0,65,4,4,13 +bergmse01,1994,1,DET,AL,2,1,3,3,0,0,0,53,22,11,2,7,12,0.301,5.60,0,1,1,0,82,0,11,0,1,0 +bielemi01,1994,1,ATL,NL,2,0,19,1,0,0,0,81,28,12,2,12,18,0.277,4.00,1,0,1,1,115,7,12,1,0,3 +blackbu02,1994,1,SFN,NL,4,2,10,10,0,0,0,163,50,27,9,16,28,0.245,4.47,1,3,3,1,227,0,31,2,2,2 +blairwi01,1994,1,COL,NL,0,5,47,1,0,0,3,233,98,50,9,39,68,0.308,5.79,3,4,4,0,365,13,57,3,1,8 +boevejo01,1994,1,DET,AL,9,2,46,0,0,0,3,244,80,36,12,37,49,0.263,3.98,12,4,2,0,349,27,40,4,2,8 +bohanbr01,1994,1,TEX,AL,2,2,11,5,0,0,0,112,51,30,7,8,26,0.321,7.23,1,5,1,0,169,1,31,1,0,2 +boltoto01,1994,1,BAL,AL,1,2,22,0,0,0,0,70,29,14,3,13,12,0.309,5.40,1,1,0,0,109,3,15,1,1,3 +bonesri01,1994,1,ML4,AL,10,9,24,24,4,1,0,512,166,65,17,45,57,0.255,3.43,1,8,3,0,708,0,76,4,5,17 +borlato02,1994,1,PHI,NL,1,0,24,0,0,0,1,103,31,9,1,14,26,0.248,2.36,3,4,4,0,144,7,10,1,0,5 +bosioch01,1994,1,SEA,AL,4,10,19,19,4,0,0,375,137,60,15,40,67,0.277,4.32,3,4,2,0,546,0,72,3,6,10 +boskish01,1994,1,CHN,NL,0,0,2,0,0,0,0,11,3,0,0,0,2,0.214,0.00,0,1,0,0,14,0,0,0,0,0 +boskish01,1994,2,PHI,NL,4,6,18,14,1,0,0,253,85,49,14,29,59,0.258,5.23,2,6,3,0,367,1,56,2,3,3 +boskish01,1994,3,SEA,AL,0,1,2,1,0,0,0,8,4,2,1,1,0,0.333,6.75,1,0,0,0,13,0,2,0,0,1 +bottari01,1994,1,PHI,NL,0,0,3,0,0,0,0,9,3,0,0,1,3,0.250,0.00,0,0,0,0,13,3,0,0,0,0 +botteke01,1994,1,COL,NL,3,1,15,1,0,0,1,74,28,16,1,10,15,0.283,5.84,0,2,2,0,112,3,16,1,0,2 +botteke01,1994,2,SFN,NL,0,0,1,0,0,0,0,5,5,2,1,0,0,0.556,10.80,0,0,0,0,9,0,2,0,0,1 +bouchde01,1994,1,MON,NL,0,1,10,2,0,0,0,56,24,14,6,7,17,0.324,6.75,0,1,0,0,84,3,16,2,1,2 +bowenry01,1994,1,FLO,NL,1,5,8,8,1,0,0,142,50,26,9,19,32,0.273,4.94,0,2,2,0,208,0,28,2,2,5 +brantje01,1994,1,CIN,NL,6,6,50,0,0,0,15,196,46,18,6,28,63,0.202,2.48,5,1,0,0,262,35,20,5,1,3 +brewebi01,1994,1,KCA,AL,4,1,50,0,0,0,3,116,28,11,4,16,25,0.207,2.56,1,3,2,0,157,17,11,2,2,4 +brinkbr01,1994,1,SFN,NL,0,0,4,0,0,0,0,25,4,1,1,4,3,0.143,1.08,1,1,0,0,32,2,1,0,0,1 +briscjo01,1994,1,OAK,AL,4,2,37,0,0,0,1,148,31,22,7,39,45,0.185,4.01,2,8,1,1,210,8,24,1,1,6 +brocado01,1994,1,SDN,NL,0,0,12,0,0,0,0,51,21,11,1,5,11,0.304,5.82,3,1,2,1,78,4,13,1,1,2 +bronkje01,1994,1,ML4,AL,1,1,16,0,0,0,1,62,20,10,3,12,13,0.247,4.35,4,1,0,0,93,9,10,0,0,2 +brownke01,1994,1,TEX,AL,7,9,26,25,3,0,0,510,218,91,18,50,123,0.314,4.82,3,7,6,0,760,1,109,2,7,23 +brownto05,1994,1,CIN,NL,3,1,7,7,2,1,0,122,34,19,8,13,22,0.222,4.20,1,1,1,0,169,0,20,0,2,2 +browsc01,1994,1,TOR,AL,0,3,18,0,0,0,2,87,34,19,4,19,15,0.288,5.90,2,6,1,0,141,9,27,1,2,7 +brumldu01,1994,1,TEX,AL,0,0,2,0,0,0,0,10,6,6,1,5,4,0.400,16.20,0,0,0,0,22,1,6,0,2,0 +buckega02,1994,1,SLN,NL,0,1,10,0,0,0,0,36,8,3,2,7,9,0.186,2.25,1,0,0,0,51,3,5,1,0,1 +bulliji01,1994,1,CHN,NL,6,2,33,10,1,0,2,300,87,40,6,34,72,0.235,3.60,2,4,1,1,412,10,43,3,3,6 +burbada01,1994,1,SFN,NL,3,6,57,0,0,0,0,222,59,36,5,45,84,0.221,4.38,3,3,6,0,322,13,39,3,1,5 +burkejo03,1994,1,SFN,NL,6,8,25,25,0,0,0,478,176,64,14,36,85,0.286,3.62,7,2,7,0,676,0,72,12,5,13 +burrote01,1994,1,TEX,AL,0,0,1,0,0,0,0,3,1,1,1,1,0,0.250,9.00,0,0,0,0,5,0,1,0,0,0 +butchmi01,1994,1,CAL,AL,2,1,33,0,0,0,1,89,31,22,2,23,19,0.274,6.67,5,2,2,0,140,12,24,2,0,5 +cadargr01,1994,1,TOR,AL,0,1,21,0,0,0,0,60,24,13,4,17,15,0.289,5.85,2,6,0,0,100,8,15,0,0,2 +cadargr01,1994,2,DET,AL,1,0,17,0,0,0,2,60,17,8,0,16,14,0.227,3.60,3,3,0,0,91,9,9,0,0,1 +campbke01,1994,1,MIN,AL,1,0,14,0,0,0,0,74,20,8,2,5,15,0.233,2.92,0,2,1,0,97,5,8,2,3,1 +campbmi01,1994,1,SDN,NL,1,1,3,2,0,0,0,25,13,12,5,5,10,0.351,12.96,0,0,0,0,43,0,12,1,0,0 +candito01,1994,1,LAN,NL,7,7,23,22,5,0,0,459,149,70,9,54,102,0.259,4.12,2,9,5,0,652,0,77,9,8,12 +carpecr01,1994,1,TEX,AL,2,5,47,0,0,0,5,177,69,33,7,20,39,0.291,5.03,7,1,0,0,263,16,35,3,3,4 +carrahe01,1994,1,CIN,NL,5,6,45,0,0,0,6,169,42,14,3,30,41,0.210,2.24,1,3,2,1,237,29,17,5,0,7 +cartean01,1994,1,PHI,NL,0,2,20,0,0,0,0,103,34,17,5,12,18,0.268,4.46,2,0,6,0,149,7,18,1,3,5 +casiala01,1994,1,MIN,AL,1,3,33,0,0,0,1,122,57,32,11,12,18,0.343,7.08,2,0,2,0,188,8,34,6,2,2 +casiala01,1994,2,CLE,AL,0,2,7,0,0,0,0,25,16,8,1,4,2,0.421,8.64,1,1,0,0,43,2,9,1,0,1 +castifr01,1994,1,CHN,NL,2,1,4,4,1,0,0,69,25,11,3,5,19,0.278,4.30,0,0,0,0,96,0,13,1,0,4 +castiju02,1994,1,NYN,NL,0,0,2,2,0,0,0,35,17,9,2,5,1,0.362,6.94,0,0,0,0,54,0,9,2,0,2 +castito02,1994,1,TOR,AL,5,2,41,0,0,0,1,204,66,19,7,28,43,0.260,2.51,1,0,3,0,291,8,22,3,3,7 +cimorfr01,1994,1,SLN,NL,0,0,11,0,0,0,1,40,20,13,0,10,1,0.345,8.78,2,2,2,0,73,2,14,1,2,1 +clarkma01,1994,1,CLE,AL,11,3,20,20,4,1,0,382,133,54,14,40,60,0.273,3.82,0,9,4,1,540,0,61,2,7,15 +clemero02,1994,1,BOS,AL,9,7,24,24,3,1,0,512,124,54,15,71,168,0.204,2.85,1,4,4,0,692,0,62,2,5,12 +coneda01,1994,1,KCA,AL,16,5,23,23,4,3,0,515,130,56,15,54,132,0.209,2.94,0,5,7,1,690,0,60,1,5,11 +conveji01,1994,1,SEA,AL,0,5,13,8,0,0,0,146,73,47,5,40,39,0.353,8.69,4,3,1,0,253,1,49,2,3,3 +cookde01,1994,1,CHA,AL,3,1,38,0,0,0,0,99,29,13,4,14,26,0.230,3.55,3,0,0,1,143,8,17,3,0,2 +cookest01,1994,1,PIT,NL,4,11,25,23,2,0,0,403,157,75,21,46,74,0.298,5.02,7,3,5,0,590,1,79,9,3,17 +cormirh01,1994,1,SLN,NL,3,2,7,7,0,0,0,119,40,24,6,7,26,0.256,5.45,0,2,3,0,169,0,24,1,2,3 +cornebr01,1994,1,TOR,AL,1,3,9,4,0,0,0,93,40,23,1,11,22,0.331,6.68,2,2,3,0,141,0,25,4,2,3 +coxda01,1994,1,TOR,AL,1,1,10,0,0,0,3,56,7,3,0,7,14,0.113,1.45,1,1,1,0,72,5,3,1,1,0 +crimch01,1994,1,CHN,NL,5,4,49,1,0,0,2,193,69,32,9,24,43,0.272,4.48,6,2,1,1,283,16,36,3,0,4 +cummijo01,1994,1,SEA,AL,2,4,17,8,0,0,0,192,66,40,7,37,33,0.270,5.63,2,3,0,1,285,2,43,1,3,8 +czajkji01,1994,1,COL,NL,0,0,5,0,0,0,0,26,9,4,2,6,2,0.281,4.15,1,1,3,0,42,2,4,1,0,1 +daalom01,1994,1,LAN,NL,0,0,24,0,0,0,0,41,12,5,1,5,9,0.245,3.29,0,1,0,1,55,5,5,1,0,4 +darliro01,1994,1,OAK,AL,10,11,25,25,4,0,0,480,162,80,18,59,108,0.267,4.50,3,6,7,1,682,0,89,5,5,21 +darwida01,1994,1,BOS,AL,7,5,13,13,0,0,0,227,101,53,13,24,54,0.317,6.30,6,0,1,0,350,0,54,1,5,3 +darwije01,1994,1,SEA,AL,0,0,2,0,0,0,0,12,7,6,1,3,1,0.389,13.50,1,0,1,0,22,1,6,0,0,0 +davisma01,1994,1,SDN,NL,0,1,20,0,0,0,0,49,20,16,4,13,15,0.299,8.82,1,0,0,0,81,3,18,1,0,1 +davisst02,1994,1,DET,AL,2,4,35,0,0,0,0,144,36,19,3,34,38,0.207,3.56,7,10,0,0,212,10,23,3,1,4 +davisti01,1994,1,SEA,AL,2,2,42,1,0,0,2,148,57,22,4,25,28,0.295,4.01,5,6,1,0,225,12,25,3,3,6 +dejesjo01,1994,1,KCA,AL,3,1,5,4,0,0,0,80,27,14,2,13,12,0.276,4.73,0,3,0,0,112,0,14,1,0,4 +deleojo01,1994,1,CHA,AL,3,2,42,0,0,0,2,201,48,25,5,31,67,0.200,3.36,5,1,6,0,288,11,28,6,5,2 +delucri01,1994,1,CIN,NL,0,0,8,0,0,0,0,32,9,5,4,5,15,0.214,4.22,0,1,0,0,47,2,6,0,0,0 +deshaji01,1994,1,MIN,AL,6,12,25,25,0,0,0,391,170,107,30,54,78,0.321,7.39,0,1,2,2,596,0,109,5,5,10 +dettmjo01,1994,1,TEX,AL,0,6,11,9,0,0,0,162,63,26,10,20,27,0.286,4.33,3,1,3,0,250,0,42,2,5,2 +deweyma01,1994,1,PIT,NL,2,1,45,0,0,0,1,154,61,21,4,19,30,0.303,3.68,3,0,3,0,226,18,22,2,1,7 +dipotje01,1994,1,CLE,AL,0,0,7,0,0,0,0,47,26,14,1,10,9,0.406,8.04,0,0,1,0,79,1,14,0,4,3 +dixonst01,1994,1,SLN,NL,0,0,2,0,0,0,0,7,3,6,0,8,1,0.333,23.14,0,0,0,0,18,0,6,0,1,0 +doherjo02,1994,1,DET,AL,6,7,18,17,2,0,0,304,139,73,13,26,28,0.337,6.48,6,4,3,0,454,1,75,5,7,15 +dopsojo01,1994,1,CAL,AL,1,4,21,5,0,0,1,176,67,40,6,26,33,0.288,6.14,3,4,3,1,264,4,41,1,1,6 +drabedo01,1994,1,HOU,NL,12,6,23,23,6,2,0,494,132,52,14,45,121,0.220,2.84,2,2,2,0,657,0,58,5,6,13 +drahmbr01,1994,1,FLO,NL,0,0,9,0,0,0,0,39,15,9,2,6,7,0.300,6.23,1,2,0,0,59,3,9,1,2,2 +dreifda01,1994,1,LAN,NL,0,5,27,0,0,0,6,87,45,20,0,15,22,0.357,6.21,3,1,4,0,148,15,21,3,0,3 +dreyest01,1994,1,TEX,AL,1,1,5,3,0,0,0,52,19,11,1,8,11,0.271,5.71,0,1,1,0,80,0,15,0,1,1 +dyermi01,1994,1,PIT,NL,1,1,14,0,0,0,4,46,15,10,1,12,13,0.268,5.87,4,0,3,1,74,7,12,1,2,2 +eckerde01,1994,1,OAK,AL,5,4,45,0,0,0,19,133,49,21,5,13,47,0.275,4.26,2,0,1,0,193,39,26,1,0,4 +edensto01,1994,1,HOU,NL,4,1,39,0,0,0,1,150,55,25,3,17,38,0.289,4.50,4,5,2,1,214,13,25,2,3,5 +edensto01,1994,2,PHI,NL,1,0,3,0,0,0,0,12,4,1,0,1,1,0.267,2.25,0,0,0,0,17,2,1,1,0,0 +eichhma01,1994,1,BAL,AL,6,5,43,0,0,0,1,213,62,17,1,19,35,0.240,2.15,4,1,5,0,290,20,19,4,4,9 +eischjo01,1994,1,MON,NL,0,0,1,0,0,0,0,2,4,4,0,0,1,0.667,54.00,0,0,1,0,7,0,4,0,0,0 +eldreca01,1994,1,ML4,AL,11,11,25,25,6,0,0,537,158,93,23,84,98,0.236,4.68,0,2,4,0,769,0,96,5,7,10 +elliodo01,1994,1,SDN,NL,0,1,30,1,0,0,0,99,31,12,3,21,24,0.250,3.27,2,2,1,0,148,10,12,2,0,4 +ericksc01,1994,1,MIN,AL,8,11,23,23,2,1,0,432,173,87,15,59,104,0.299,5.44,0,10,9,0,654,0,95,3,4,13 +eversbr01,1994,1,SLN,NL,2,3,40,1,0,0,0,203,75,34,8,20,47,0.295,4.52,1,3,2,1,283,8,36,5,2,13 +fajarhe01,1994,1,TEX,AL,5,7,18,12,0,0,0,250,95,64,15,26,45,0.284,6.91,0,4,2,0,370,0,67,4,4,4 +farrejo03,1994,1,CAL,AL,1,2,3,3,0,0,0,39,16,13,2,8,10,0.308,9.00,0,0,1,0,61,0,14,0,0,1 +farrst01,1994,1,CLE,AL,1,1,19,0,0,0,4,46,17,9,3,15,12,0.279,5.28,1,2,2,0,79,12,12,0,1,0 +farrst01,1994,2,BOS,AL,1,0,11,0,0,0,0,39,24,9,2,3,8,0.414,6.23,0,0,0,0,64,4,9,2,0,2 +fasseje01,1994,1,MON,NL,8,6,21,21,1,0,0,416,119,46,13,40,119,0.229,2.99,4,6,1,0,569,0,54,7,2,7 +fernaal01,1994,1,CHA,AL,11,7,24,24,4,3,0,511,163,73,25,50,122,0.250,3.86,4,3,1,1,712,0,83,4,6,12 +fernasi01,1994,1,BAL,AL,6,6,19,19,2,0,0,346,109,66,27,46,95,0.248,5.15,2,1,2,0,494,0,66,4,3,10 +fettemi01,1994,1,ML4,AL,1,4,42,0,0,0,17,138,41,13,0,27,31,0.243,2.54,5,3,1,1,202,31,16,2,3,7 +finlech01,1994,1,CAL,AL,10,10,25,25,7,2,0,550,178,88,21,71,148,0.260,4.32,0,10,3,0,774,0,95,9,6,17 +finnvga01,1994,1,BOS,AL,0,4,8,8,0,0,0,109,45,24,4,15,17,0.304,5.94,0,0,3,0,167,0,27,0,1,5 +flemida01,1994,1,SEA,AL,7,11,23,23,0,0,0,351,152,84,17,65,65,0.311,6.46,4,4,1,0,561,0,93,4,3,8 +floribr01,1994,1,SDN,NL,0,0,9,0,0,0,0,28,8,1,0,3,8,0.242,0.96,0,1,0,0,37,4,1,0,1,1 +fortuti01,1994,1,CIN,NL,1,0,25,0,0,0,0,90,32,14,2,14,29,0.288,4.20,0,4,3,2,132,9,14,3,1,1 +fossato01,1994,1,BOS,AL,2,0,44,0,0,0,1,102,35,18,6,15,31,0.263,4.76,1,1,1,0,151,14,18,2,0,4 +fosteke01,1994,1,CHN,NL,3,4,13,13,0,0,0,243,70,26,7,35,75,0.234,2.89,1,1,1,1,337,0,31,1,1,6 +francjo01,1994,1,NYN,NL,1,4,47,0,0,0,30,150,47,15,2,19,42,0.244,2.70,0,1,1,0,216,43,20,2,1,6 +frascjo01,1994,1,SLN,NL,0,1,1,1,0,0,0,10,7,6,2,2,2,0.438,16.20,0,1,0,0,18,0,6,0,0,0 +frasewi01,1994,1,FLO,NL,2,0,9,0,0,0,0,37,20,8,1,6,7,0.370,5.84,3,2,0,0,63,4,9,2,1,3 +freemma02,1994,1,COL,NL,10,2,19,18,0,0,0,338,113,35,10,23,67,0.262,2.80,2,4,5,0,465,0,39,4,1,13 +freyst01,1994,1,SFN,NL,1,0,44,0,0,0,0,93,37,17,6,15,20,0.322,4.94,3,1,2,0,137,12,17,1,4,8 +frohwto01,1994,1,BOS,AL,0,3,22,0,0,0,1,80,40,32,3,17,13,0.339,10.80,2,1,2,0,141,8,36,4,0,3 +garagke01,1994,1,MIN,AL,0,0,7,0,0,0,0,28,9,10,3,13,3,0.273,9.64,2,2,0,0,48,4,10,1,1,1 +gardimi01,1994,1,DET,AL,2,2,38,1,0,0,5,176,53,27,10,23,31,0.233,4.14,5,1,0,0,254,14,35,2,2,1 +gardnma01,1994,1,FLO,NL,4,4,20,14,0,0,0,277,97,50,14,30,57,0.276,4.87,2,3,1,1,391,3,53,4,5,5 +gibsopa01,1994,1,NYA,AL,1,1,30,0,0,0,0,87,26,16,5,17,21,0.236,4.97,3,1,1,1,130,15,17,0,2,2 +glavito02,1994,1,ATL,NL,13,9,25,25,2,0,0,496,173,73,10,70,140,0.268,3.97,10,8,1,1,731,0,76,9,6,10 +glinage01,1994,1,SEA,AL,0,1,2,2,0,0,0,16,9,8,2,6,1,0.429,13.50,0,1,0,0,28,0,8,0,1,1 +gohrgr01,1994,1,DET,AL,2,2,8,6,0,0,0,102,36,17,3,21,21,0.263,4.50,1,2,0,1,159,1,19,0,1,1 +gomezpa01,1994,1,SFN,NL,0,1,26,0,0,0,0,100,23,14,2,20,14,0.211,3.78,1,5,0,0,133,11,14,2,2,8 +goodedw01,1994,1,NYN,NL,3,4,7,7,0,0,0,124,46,29,9,15,40,0.282,6.31,1,2,1,0,182,0,32,3,0,3 +gordoto01,1994,1,KCA,AL,11,7,24,24,0,0,0,466,136,75,15,87,126,0.237,4.35,3,12,3,1,675,0,79,3,8,8 +gossari01,1994,1,SEA,AL,3,0,36,0,0,0,1,142,44,22,6,15,29,0.251,4.18,1,2,3,0,197,21,23,2,2,5 +gottji01,1994,1,LAN,NL,5,3,37,0,0,0,2,109,46,24,3,20,29,0.322,5.94,4,4,3,0,172,17,24,5,1,4 +gozzoma01,1994,1,NYN,NL,3,5,23,8,0,0,0,207,86,37,5,28,33,0.304,4.83,10,5,1,0,323,5,48,6,5,4 +grahejo01,1994,1,CAL,AL,2,5,40,0,0,0,13,130,68,32,5,18,26,0.362,6.65,4,4,6,1,218,32,33,3,3,5 +grangje01,1994,1,KCA,AL,0,1,2,2,0,0,0,28,13,7,2,6,3,0.325,6.75,0,0,0,0,47,0,8,0,1,1 +greento01,1994,1,PHI,NL,2,0,7,7,0,0,0,107,37,18,5,22,28,0.272,4.54,0,2,0,0,164,0,20,5,1,3 +grimsja01,1994,1,CLE,AL,5,2,14,13,1,0,0,248,91,42,7,34,59,0.283,4.57,1,6,6,1,368,0,47,4,2,8 +groombu01,1994,1,DET,AL,0,1,40,0,0,0,1,96,31,14,4,13,27,0.256,3.94,2,0,2,0,139,10,14,0,3,3 +grosske01,1994,1,LAN,NL,9,7,25,23,1,0,1,472,162,63,11,43,124,0.263,3.60,2,4,2,1,665,2,64,4,1,11 +guarded01,1994,1,MIN,AL,0,2,4,4,0,0,0,51,26,16,3,4,8,0.351,8.47,0,0,0,0,81,0,16,1,2,0 +gubicma01,1994,1,KCA,AL,7,9,22,22,0,0,0,390,158,65,11,26,59,0.301,4.50,5,9,0,2,561,0,74,5,5,10 +gullibi01,1994,1,DET,AL,4,5,21,19,1,0,0,346,156,76,24,25,65,0.322,5.93,2,4,4,0,521,1,79,7,1,3 +gundeer01,1994,1,NYN,NL,0,0,14,0,0,0,0,27,5,0,0,4,4,0.185,0.00,0,0,0,0,31,3,0,0,0,3 +guthrma01,1994,1,MIN,AL,4,2,50,2,0,0,1,154,65,35,8,18,38,0.316,6.14,2,7,2,0,234,13,43,2,6,5 +guzmajo01,1994,1,CHN,NL,2,2,4,4,0,0,0,59,22,20,1,13,11,0.289,9.15,0,1,1,0,93,0,20,2,1,1 +guzmaju01,1994,1,TOR,AL,12,11,25,25,2,0,0,442,165,93,20,76,124,0.282,5.68,1,13,3,1,671,0,102,1,6,8 +habyajo01,1994,1,SLN,NL,1,0,52,0,0,0,1,142,50,17,2,20,46,0.275,3.23,8,4,0,0,204,10,17,2,0,5 +hallda01,1994,1,TOR,AL,2,3,30,0,0,0,17,95,26,12,3,14,28,0.226,3.41,1,1,1,0,131,28,12,1,0,5 +hamiljo02,1994,1,SDN,NL,9,6,16,16,1,1,0,326,98,36,7,29,61,0.241,2.98,3,6,6,0,447,0,40,4,2,13 +hammaat01,1994,1,CHA,AL,0,0,2,0,0,0,0,4,1,0,0,0,1,0.200,0.00,0,1,0,0,5,0,0,0,0,0 +hammoch01,1994,1,FLO,NL,4,4,13,13,1,1,0,220,79,25,5,23,40,0.281,3.07,1,3,1,0,312,0,30,5,2,9 +hamptmi01,1994,1,HOU,NL,2,1,44,0,0,0,0,124,46,17,4,16,24,0.282,3.70,1,5,2,1,181,7,19,0,0,5 +haneych01,1994,1,KCA,AL,2,2,6,6,0,0,0,85,36,23,2,11,18,0.333,7.31,1,2,1,0,127,0,25,3,4,3 +hansoer01,1994,1,CIN,NL,5,5,22,21,0,0,0,368,137,56,10,23,101,0.283,4.11,3,8,3,1,519,1,60,5,4,7 +harkemi01,1994,1,COL,NL,1,6,24,13,0,0,0,275,125,59,10,35,39,0.336,5.79,4,0,1,2,415,3,61,5,2,10 +harnipe01,1994,1,HOU,NL,8,5,17,17,1,0,0,285,100,57,13,39,62,0.269,5.40,1,2,3,0,419,0,59,3,2,4 +harrige01,1994,1,SDN,NL,1,1,13,0,0,0,0,37,21,11,2,8,9,0.389,8.03,2,3,0,0,64,3,11,2,0,1 +harrige01,1994,2,DET,AL,0,0,11,0,0,0,1,34,13,9,1,4,10,0.271,7.15,1,1,1,0,53,3,10,0,0,1 +harrigr01,1994,1,BOS,AL,3,4,35,0,0,0,2,137,60,42,8,23,44,0.321,8.28,6,6,1,0,215,9,44,3,1,6 +harrigr01,1994,2,NYA,AL,0,1,3,0,0,0,0,15,4,3,1,3,4,0.222,5.40,1,0,2,0,25,1,5,1,1,1 +harrigr02,1994,1,COL,NL,3,12,29,19,1,0,1,390,154,96,22,52,82,0.300,6.65,4,5,5,1,588,2,99,12,6,7 +harvebr01,1994,1,FLO,NL,0,0,12,0,0,0,6,31,12,6,1,4,10,0.279,5.23,0,0,0,0,47,10,6,0,0,0 +haynehe01,1994,1,MON,NL,0,0,4,0,0,0,0,11,3,0,0,3,1,0.231,0.00,0,0,0,0,17,2,1,0,1,1 +helliri01,1994,1,TEX,AL,3,2,9,9,1,1,0,156,62,34,14,18,25,0.295,5.88,0,4,0,1,228,0,34,0,0,6 +hendero01,1994,1,MON,NL,0,1,3,2,0,0,0,20,9,7,1,7,3,0.333,9.45,0,0,0,0,37,0,9,3,0,0 +henketo01,1994,1,TEX,AL,3,6,37,0,0,0,15,114,33,16,6,12,39,0.232,3.79,0,3,0,0,156,31,16,1,1,1 +hennemi01,1994,1,DET,AL,1,3,30,0,0,0,8,104,43,20,5,17,27,0.297,5.19,7,5,2,0,167,23,27,2,1,1 +henrybu01,1994,1,MON,NL,8,3,24,15,0,0,1,322,97,29,10,20,70,0.241,2.43,1,1,2,0,433,1,30,5,3,9 +henrydo01,1994,1,ML4,AL,2,3,25,0,0,0,0,94,32,16,7,23,20,0.271,4.60,1,3,1,0,143,7,17,1,0,5 +hentgpa01,1994,1,TOR,AL,13,8,24,24,6,3,0,524,158,66,21,59,147,0.240,3.40,1,5,3,1,728,0,74,6,3,12 +heredgi01,1994,1,MON,NL,6,3,39,3,0,0,0,226,85,29,7,13,62,0.281,3.46,3,4,2,1,325,8,34,3,4,4 +hernaje02,1994,1,FLO,NL,3,3,21,0,0,0,9,70,16,7,0,14,13,0.205,2.70,3,1,2,0,97,17,9,2,1,2 +hernaro01,1994,1,CHA,AL,4,4,45,0,0,0,14,143,44,26,5,19,50,0.238,4.91,1,1,1,0,206,43,29,0,1,4 +hernaxa01,1994,1,NYA,AL,4,4,31,0,0,0,6,120,48,26,7,21,37,0.300,5.85,3,3,2,0,187,14,27,2,2,3 +hershor01,1994,1,LAN,NL,6,6,21,21,1,0,0,406,146,57,15,42,72,0.279,3.79,6,6,2,2,575,0,67,4,3,15 +heskejo01,1994,1,BOS,AL,8,5,25,20,0,0,0,342,117,54,9,46,83,0.267,4.26,3,6,2,1,495,1,70,1,8,13 +hibbagr01,1994,1,SEA,AL,1,5,15,14,0,0,0,242,115,60,11,31,39,0.328,6.69,1,5,2,0,392,0,78,6,2,6 +hickebr01,1994,1,SFN,NL,4,8,28,14,0,0,1,295,118,59,20,38,59,0.301,5.40,6,2,1,1,436,1,60,4,1,10 +higuete01,1994,1,ML4,AL,1,5,17,12,0,0,0,176,74,46,13,36,35,0.311,7.06,0,0,2,1,280,4,55,2,2,6 +hillke01,1994,1,MON,NL,16,5,23,23,2,1,0,464,145,57,12,44,85,0.248,3.32,7,3,6,0,647,0,61,6,6,12 +hillmer01,1994,1,NYN,NL,0,3,11,6,0,0,0,104,45,30,9,11,20,0.321,7.79,3,1,2,1,156,0,30,2,1,3 +hillmi01,1994,1,ATL,NL,0,0,10,0,0,0,0,34,18,10,3,6,10,0.367,7.94,1,1,0,1,56,5,10,1,0,0 +hillmi01,1994,2,SEA,AL,1,0,13,0,0,0,0,71,30,17,4,11,16,0.306,6.46,3,0,0,0,111,2,19,1,1,1 +hitchst01,1994,1,NYA,AL,4,1,23,5,1,0,2,148,48,23,3,29,37,0.265,4.20,1,5,0,0,218,4,24,1,7,4 +hoffmtr01,1994,1,SDN,NL,4,4,47,0,0,0,20,168,39,16,4,20,68,0.193,2.57,6,3,0,0,225,41,16,1,2,3 +holmeda01,1994,1,COL,NL,0,3,29,0,0,0,3,85,35,20,5,24,33,0.313,6.35,4,2,1,0,142,14,25,4,1,3 +honeyri01,1994,1,TEX,AL,1,2,42,0,0,0,1,75,37,20,4,9,18,0.349,7.20,1,0,2,0,122,9,21,5,0,1 +hopejo01,1994,1,PIT,NL,0,0,9,0,0,0,0,42,18,9,1,4,6,0.310,5.79,0,1,2,0,64,1,12,0,0,4 +horsmvi01,1994,1,OAK,AL,0,1,33,0,0,0,0,88,29,16,2,11,20,0.266,4.91,2,1,1,1,127,6,17,3,3,0 +houghch01,1994,1,FLO,NL,5,9,21,21,1,1,0,341,118,65,17,52,65,0.274,5.15,1,9,10,4,515,0,74,14,9,5 +howarch02,1994,1,BOS,AL,1,0,37,0,0,0,1,119,35,16,5,12,22,0.233,3.63,4,1,0,0,166,5,17,2,2,0 +howarda02,1994,1,KCA,AL,0,0,1,0,0,0,0,6,2,1,0,5,0,0.286,4.50,0,0,0,0,12,1,1,0,0,1 +howelja01,1994,1,TEX,AL,4,1,40,0,0,0,2,129,44,26,10,16,22,0.262,5.44,2,2,1,0,189,17,29,1,3,1 +howest01,1994,1,NYA,AL,3,0,40,0,0,0,15,120,28,8,2,7,18,0.194,1.80,1,1,0,0,152,25,8,1,0,5 +hudekjo01,1994,1,HOU,NL,0,2,42,0,0,0,16,118,24,13,5,18,39,0.174,2.97,2,0,1,0,159,33,14,0,2,2 +hurstbr01,1994,1,TEX,AL,2,1,8,8,0,0,0,114,53,30,8,16,24,0.342,7.11,0,1,0,0,176,0,30,1,4,6 +hurstja01,1994,1,TEX,AL,0,0,8,0,0,0,0,32,17,12,1,8,5,0.362,10.13,1,1,0,0,56,0,12,0,1,2 +hurstjo01,1994,1,NYN,NL,0,1,7,0,0,0,0,30,15,14,5,5,6,0.341,12.60,0,1,0,0,50,5,14,0,1,1 +huttoma01,1994,1,NYA,AL,0,0,2,0,0,0,0,11,4,2,0,0,1,0.250,4.91,0,0,0,0,16,1,3,0,0,0 +ignasmi01,1994,1,ML4,AL,3,1,23,5,0,0,0,143,51,24,5,13,24,0.276,4.53,2,1,1,1,201,5,25,1,1,8 +ilslebl01,1994,1,CHN,NL,0,0,10,0,0,0,0,45,25,13,2,9,9,0.385,7.80,2,1,0,0,74,1,13,0,0,1 +jacksda02,1994,1,PHI,NL,14,6,25,25,4,1,0,538,183,65,13,46,129,0.266,3.26,1,2,2,0,755,0,71,14,6,20 +jacksmi02,1994,1,SFN,NL,3,2,36,0,0,0,4,127,23,7,4,11,51,0.164,1.49,0,0,2,0,158,12,8,4,1,2 +jacomja01,1994,1,NYN,NL,4,3,8,8,1,1,0,162,54,16,3,17,30,0.269,2.67,2,2,0,0,222,0,17,3,1,8 +jarvike01,1994,1,CIN,NL,1,1,6,3,0,0,0,53,22,14,4,5,10,0.301,7.13,0,1,0,0,79,0,14,1,0,0 +jeffcmi01,1994,1,FLO,NL,0,0,4,0,0,0,0,8,4,3,2,0,1,0.364,10.13,0,1,0,0,12,1,3,0,1,0 +jimenmi01,1994,1,OAK,AL,1,4,8,7,0,0,0,102,38,28,9,32,22,0.275,7.41,2,3,1,3,173,0,33,1,1,3 +johnsda05,1994,1,CHA,AL,2,1,15,0,0,0,0,37,16,9,2,11,7,0.327,6.57,1,0,0,0,61,4,9,0,1,2 +johnsjo06,1994,1,PIT,NL,0,0,4,0,0,0,0,10,14,11,0,4,5,0.583,29.70,0,1,2,0,30,0,12,0,0,0 +johnsjo07,1994,1,FLO,NL,1,2,17,0,0,0,0,64,23,14,4,16,23,0.264,5.91,5,0,1,0,105,7,20,1,0,0 +johnsra05,1994,1,SEA,AL,13,6,23,23,9,4,0,516,132,61,14,72,204,0.216,3.19,2,5,6,0,694,0,65,3,1,18 +jonesbo03,1994,1,NYN,NL,12,7,24,24,1,1,0,480,157,56,10,56,80,0.257,3.15,9,1,4,3,685,0,75,11,4,13 +jonesdo01,1994,1,PHI,NL,2,4,47,0,0,0,27,162,55,13,2,6,38,0.255,2.17,0,1,0,0,226,42,14,4,0,1 +jonesto02,1994,1,HOU,NL,5,2,48,0,0,0,5,218,52,22,3,26,63,0.202,2.72,4,1,1,0,288,20,23,3,1,9 +judenje01,1994,1,PHI,NL,1,4,6,5,0,0,0,83,29,19,4,12,22,0.276,6.18,0,0,1,2,121,0,25,1,2,5 +kamiesc01,1994,1,NYA,AL,8,6,22,16,1,0,0,352,115,49,13,59,71,0.261,3.76,5,4,3,0,509,2,53,4,3,17 +karsast01,1994,1,OAK,AL,1,1,4,4,1,0,0,84,26,8,1,8,15,0.252,2.57,0,0,1,0,115,0,8,2,1,3 +keyji01,1994,1,NYA,AL,17,4,25,25,1,0,0,504,177,61,10,52,97,0.273,3.27,0,8,3,1,710,0,68,4,2,22 +kiefema01,1994,1,ML4,AL,1,0,7,0,0,0,0,32,15,10,4,8,8,0.357,8.44,0,0,0,0,52,1,12,0,2,1 +kileda01,1994,1,HOU,NL,9,6,24,24,0,0,0,443,153,75,13,82,105,0.275,4.57,6,10,9,0,664,0,84,14,2,17 +kingke01,1994,1,SEA,AL,0,2,19,0,0,0,0,46,21,12,0,17,6,0.333,7.04,3,0,1,0,81,1,13,0,0,2 +klingsc01,1994,1,BAL,AL,1,0,1,1,0,0,0,21,6,3,1,4,5,0.240,3.86,1,0,1,0,31,0,4,0,1,1 +knudsku01,1994,1,DET,AL,1,0,4,0,0,0,0,16,7,8,2,11,1,0.304,13.50,1,0,0,0,34,0,8,0,0,0 +kruegbi01,1994,1,DET,AL,0,2,16,2,0,0,0,59,26,21,3,17,17,0.321,9.61,1,2,1,0,104,0,24,2,3,0 +kruegbi01,1994,2,SDN,NL,3,2,8,7,1,0,0,123,42,22,5,7,30,0.259,4.83,1,2,1,1,172,0,24,1,1,2 +langsma01,1994,1,CAL,AL,7,8,18,18,2,1,0,358,121,62,19,54,109,0.268,4.68,1,6,0,0,517,0,67,3,8,4 +learyti01,1994,1,TEX,AL,1,1,6,3,0,0,0,63,26,19,4,11,9,0.306,8.14,2,6,1,0,100,0,19,0,3,1 +leffecr01,1994,1,CAL,AL,1,1,30,0,0,0,1,104,50,18,7,12,27,0.350,4.67,3,1,0,0,158,10,20,0,3,5 +leftwph01,1994,1,CAL,AL,5,10,20,20,1,0,0,342,127,72,16,42,67,0.283,5.68,2,3,3,1,499,0,75,2,4,9 +leipeda01,1994,1,OAK,AL,0,0,26,0,0,0,1,56,13,4,0,6,14,0.206,1.93,1,0,1,0,75,8,4,3,2,1 +leiteal01,1994,1,TOR,AL,6,7,20,20,1,0,0,335,125,63,6,65,100,0.285,5.08,3,7,2,5,516,0,68,3,8,12 +leitema01,1994,1,CAL,AL,4,7,40,7,0,0,2,286,99,50,13,35,71,0.265,4.72,6,2,9,0,425,15,56,4,4,4 +leskacu01,1994,1,COL,NL,1,1,8,3,0,0,0,67,27,14,2,10,17,0.314,5.64,0,2,0,0,98,2,14,2,0,3 +lewisri01,1994,1,FLO,NL,1,4,45,0,0,0,0,162,62,34,7,38,45,0.284,5.67,9,10,1,1,261,9,44,3,1,5 +lewissc01,1994,1,CAL,AL,0,1,20,0,0,0,0,93,46,21,5,10,10,0.359,6.10,2,0,2,0,143,6,23,3,0,5 +liebejo01,1994,1,PIT,NL,6,7,17,17,1,0,0,326,116,45,12,25,71,0.271,3.73,3,2,1,3,460,0,62,3,3,10 +lillide01,1994,1,CLE,AL,1,3,36,0,0,0,1,88,34,16,6,8,15,0.304,4.91,1,0,1,0,127,12,17,3,3,5 +limajo01,1994,1,DET,AL,0,1,3,1,0,0,0,20,11,10,2,3,7,0.355,13.50,1,1,0,0,34,1,10,0,0,0 +lintodo01,1994,1,NYN,NL,6,2,32,3,0,0,0,151,74,25,4,20,29,0.341,4.47,3,2,0,0,241,8,27,3,1,4 +lloydgr01,1994,1,ML4,AL,2,3,43,0,0,0,3,141,49,27,4,15,31,0.269,5.17,6,2,3,0,203,21,28,1,2,3 +loonebr01,1994,1,MON,NL,0,0,1,0,0,0,0,6,4,5,1,0,2,0.400,22.50,0,0,1,0,11,0,5,0,0,0 +lopezal02,1994,1,CLE,AL,1,2,4,4,1,1,0,51,20,8,3,6,18,0.290,4.24,0,3,1,0,76,0,11,0,0,1 +lorraan01,1994,1,CAL,AL,0,2,4,3,0,0,0,56,30,22,7,11,10,0.366,10.61,0,0,0,0,96,0,23,2,1,2 +maddugr01,1994,1,ATL,NL,16,6,25,25,10,3,0,606,150,35,4,31,156,0.207,1.56,3,3,6,1,774,0,44,6,5,21 +maddumi01,1994,1,NYN,NL,2,1,27,0,0,0,2,132,45,25,7,13,32,0.263,5.11,4,2,0,0,186,12,25,0,2,5 +magnami01,1994,1,KCA,AL,2,3,36,1,0,0,0,141,55,24,5,16,21,0.289,4.60,1,3,0,0,211,10,27,2,3,3 +magrajo01,1994,1,CAL,AL,2,6,20,11,1,0,0,222,89,60,18,51,33,0.300,7.30,0,7,6,0,357,4,63,0,3,8 +mahompa01,1994,1,MIN,AL,9,5,21,21,0,0,0,360,121,63,22,62,53,0.269,4.73,1,3,1,0,517,0,68,1,4,15 +manzajo01,1994,1,NYN,NL,3,2,37,0,0,0,2,142,34,14,4,13,48,0.200,2.66,2,2,3,0,186,14,15,0,0,5 +manzara01,1994,1,PIT,NL,4,2,46,0,0,0,1,150,45,23,4,42,39,0.245,4.14,5,2,3,5,236,11,30,2,5,7 +martide01,1994,1,CLE,AL,11,6,24,24,7,3,0,530,166,69,14,44,92,0.247,3.52,2,4,7,3,730,0,75,3,5,17 +martijo06,1994,1,SDN,NL,0,2,4,1,0,0,0,36,18,9,2,5,7,0.375,6.75,2,1,0,0,54,0,9,1,0,2 +martipe02,1994,1,MON,NL,11,5,24,23,1,1,1,434,115,55,11,45,142,0.220,3.42,3,6,11,0,584,1,58,2,3,12 +martipe03,1994,1,SDN,NL,3,2,48,1,0,0,3,205,52,22,4,49,52,0.210,2.90,9,2,1,1,308,18,31,9,1,2 +martira02,1994,1,LAN,NL,12,7,24,24,4,3,0,510,160,75,18,56,119,0.249,3.97,2,2,6,0,718,0,83,6,8,8 +masonro01,1994,1,PHI,NL,1,1,6,0,0,0,0,26,11,5,2,5,7,0.306,5.19,1,0,0,0,41,1,6,0,0,1 +masonro01,1994,2,NYN,NL,2,4,41,0,0,0,1,154,44,20,6,20,26,0.232,3.51,4,0,2,0,215,11,23,2,1,4 +mathete01,1994,1,FLO,NL,2,1,24,2,0,0,0,129,45,16,4,9,21,0.268,3.35,1,1,1,0,179,5,16,1,0,1 +mauseti01,1994,1,SDN,NL,2,4,35,0,0,0,2,147,50,19,3,19,32,0.270,3.49,3,5,1,1,211,12,21,2,3,7 +mccaski01,1994,1,CHA,AL,1,4,40,0,0,0,3,158,51,20,6,22,37,0.252,3.42,4,1,0,0,228,18,22,1,3,2 +mcdonbe01,1994,1,BAL,AL,14,7,24,24,5,1,0,472,151,71,14,54,94,0.255,4.06,2,3,2,1,655,0,75,6,1,12 +mcdowja01,1994,1,CHA,AL,10,9,25,25,6,2,0,543,186,75,12,42,127,0.266,3.73,2,4,5,0,755,0,82,4,4,13 +mcdowro01,1994,1,LAN,NL,0,3,32,0,0,0,0,124,50,24,3,22,29,0.303,5.23,6,3,1,0,193,11,25,5,0,4 +mcelrch01,1994,1,CIN,NL,1,2,52,0,0,0,5,173,52,15,3,15,38,0.244,2.34,2,4,0,0,230,13,15,2,0,5 +mcmicgr01,1994,1,ATL,NL,4,6,51,0,0,0,21,176,66,25,1,19,47,0.280,3.84,6,3,0,1,259,41,29,3,1,8 +meachru01,1994,1,KCA,AL,3,3,36,0,0,0,4,152,51,21,7,12,36,0.263,3.73,1,4,2,0,213,15,23,1,4,2 +melenjo01,1994,1,BOS,AL,0,1,10,0,0,0,0,49,20,11,3,8,9,0.323,6.06,2,0,2,0,76,3,11,4,0,2 +menento01,1994,1,SFN,NL,0,1,6,0,0,0,0,10,8,8,2,2,2,0.471,21.60,0,0,0,0,19,2,8,0,0,1 +mercejo02,1994,1,ML4,AL,2,0,19,0,0,0,0,93,22,8,4,16,11,0.216,2.32,1,0,2,1,120,5,9,0,0,9 +merckke01,1994,1,ATL,NL,9,4,20,17,2,1,0,337,90,43,16,45,111,0.220,3.45,3,4,0,1,461,0,46,4,3,5 +merribr01,1994,1,MIN,AL,0,1,15,0,0,0,0,51,18,12,0,14,10,0.269,6.35,0,1,4,0,87,5,13,0,2,3 +mesajo01,1994,1,CLE,AL,7,5,51,0,0,0,2,219,71,31,3,26,63,0.254,3.82,7,3,3,0,315,22,33,3,4,4 +micelda01,1994,1,PIT,NL,2,1,28,0,0,0,2,82,28,18,5,11,27,0.267,5.93,2,2,2,0,121,9,19,1,2,1 +milacbo01,1994,1,KCA,AL,0,5,10,10,0,0,0,167,68,38,6,20,17,0.298,6.14,3,2,1,0,254,0,43,1,4,1 +milleku01,1994,1,FLO,NL,1,3,4,4,0,0,0,60,26,18,3,7,11,0.317,8.10,0,0,2,0,92,0,18,0,1,2 +millsal01,1994,1,BAL,AL,3,3,47,0,0,0,2,136,43,26,7,24,44,0.251,5.16,2,2,2,0,199,16,26,1,1,7 +minchna01,1994,1,BOS,AL,2,3,6,5,0,0,0,69,44,22,1,14,15,0.427,8.61,2,3,0,1,121,0,26,1,3,4 +minorbl01,1994,1,PIT,NL,0,1,17,0,0,0,1,57,27,17,4,9,17,0.351,8.05,2,0,1,0,90,2,17,2,1,3 +miranan01,1994,1,ML4,AL,2,5,8,8,1,0,0,138,39,27,8,27,24,0.234,5.28,0,1,0,1,196,0,28,1,1,7 +mohlemi01,1994,1,OAK,AL,0,1,1,1,0,0,0,7,2,2,1,2,4,0.167,7.71,0,0,0,0,14,0,3,0,0,0 +monteri01,1994,1,SFN,NL,4,3,39,0,0,0,0,136,43,16,6,13,16,0.253,3.18,2,1,0,2,189,8,18,2,4,3 +montgje01,1994,1,KCA,AL,2,3,42,0,0,0,27,134,48,20,5,15,50,0.276,4.03,1,2,1,0,193,38,21,2,1,8 +moorema01,1994,1,COL,NL,1,1,29,0,0,0,0,101,33,23,4,21,33,0.252,6.15,2,4,5,1,158,13,26,1,0,3 +mooremi01,1994,1,DET,AL,11,10,25,25,4,0,0,463,152,93,27,89,62,0.263,5.42,8,10,3,0,679,0,97,4,4,17 +morgami01,1994,1,CHN,NL,2,10,15,15,1,0,0,242,111,60,12,35,57,0.338,6.69,2,5,4,0,380,0,65,7,6,11 +morrija02,1994,1,CLE,AL,10,6,23,23,1,0,0,424,163,88,14,67,100,0.292,5.60,2,13,4,0,636,0,96,2,4,13 +moyerja01,1994,1,BAL,AL,5,7,23,23,0,0,0,447,158,79,23,38,87,0.271,4.77,3,1,2,0,631,0,81,5,2,10 +mulhote01,1994,1,NYA,AL,6,7,24,19,2,0,0,362,150,87,24,37,72,0.303,6.49,1,5,3,0,542,4,94,3,4,15 +munozbo01,1994,1,PHI,NL,7,5,21,14,1,0,1,313,101,31,8,35,59,0.252,2.67,0,5,1,1,447,1,40,5,5,8 +munozmi01,1994,1,COL,NL,4,2,57,0,0,0,1,137,37,19,3,31,32,0.223,3.74,5,2,0,0,200,8,22,2,1,5 +murphro01,1994,1,SLN,NL,4,3,50,0,0,0,2,121,35,17,7,13,25,0.230,3.79,2,2,0,0,166,15,18,1,0,2 +murphro01,1994,2,NYA,AL,0,0,3,0,0,0,0,5,3,3,2,0,0,0.375,16.20,0,0,0,0,8,0,3,0,0,0 +mussimi01,1994,1,BAL,AL,16,5,24,24,3,0,0,529,163,60,19,42,99,0.248,3.06,1,0,1,0,712,0,63,3,9,15 +mutisje01,1994,1,FLO,NL,1,0,35,0,0,0,0,115,51,23,6,15,30,0.331,5.40,3,0,1,1,177,7,25,5,2,5 +myersra01,1994,1,CHN,NL,1,5,38,0,0,0,21,121,40,17,3,16,32,0.260,3.79,1,2,0,0,174,34,18,3,1,3 +nabhoch01,1994,1,CLE,AL,0,1,6,4,0,0,0,33,23,14,1,9,5,0.418,11.45,0,1,1,0,66,1,16,0,1,1 +nabhoch01,1994,2,BOS,AL,3,4,8,8,0,0,0,126,44,31,5,29,23,0.282,6.64,1,5,2,0,188,0,32,0,1,6 +nagych01,1994,1,CLE,AL,10,8,23,23,3,0,0,508,175,65,15,48,108,0.265,3.45,1,5,5,1,717,0,76,2,2,19 +navarja01,1994,1,ML4,AL,4,9,29,10,0,0,0,269,115,66,10,35,65,0.314,6.62,4,3,4,0,411,7,71,2,4,8 +neaglde01,1994,1,PIT,NL,9,10,24,24,2,0,0,411,135,78,18,49,122,0.259,5.12,3,2,3,0,587,0,80,7,6,7 +nelsoje01,1994,1,SEA,AL,0,0,28,0,0,0,0,127,35,13,3,20,44,0.226,2.76,4,2,8,0,185,7,18,1,1,3 +nenro01,1994,1,FLO,NL,5,5,44,0,0,0,15,174,46,19,6,17,60,0.222,2.95,2,3,0,2,228,28,20,3,1,7 +niedda01,1994,1,COL,NL,9,7,22,22,2,1,0,366,137,65,15,47,74,0.287,4.80,5,7,4,2,538,0,70,7,3,10 +nunezed01,1994,1,OAK,AL,0,0,15,0,0,0,0,45,26,20,2,10,15,0.382,12.00,0,2,0,0,80,2,20,1,1,0 +ogeach01,1994,1,CLE,AL,0,1,4,1,0,0,0,49,21,11,2,10,11,0.304,6.06,2,0,1,0,80,0,11,0,0,2 +ojedabo01,1994,1,NYA,AL,0,0,2,2,0,0,0,9,11,8,1,6,3,0.611,24.00,0,0,0,0,25,0,8,0,1,0 +olivaom01,1994,1,SLN,NL,3,4,14,12,1,0,1,221,84,47,10,37,26,0.294,5.74,0,5,4,0,333,2,53,3,3,14 +oliveda02,1994,1,TEX,AL,4,0,43,0,0,0,2,150,40,19,4,35,50,0.223,3.42,4,2,6,2,226,10,24,6,0,8 +olsongr01,1994,1,ATL,NL,0,2,16,0,0,0,1,44,19,15,1,13,10,0.317,9.20,3,0,1,2,77,6,15,2,1,0 +ontivst02,1994,1,OAK,AL,6,4,27,13,2,0,0,346,93,34,7,26,56,0.217,2.65,1,5,6,0,463,5,39,2,1,9 +oquismi01,1994,1,BAL,AL,3,3,15,9,0,0,0,175,75,40,7,30,39,0.319,6.17,4,3,6,0,278,3,41,3,4,5 +oroscje01,1994,1,ML4,AL,3,1,40,0,0,0,0,117,32,22,4,26,36,0.222,5.08,2,0,2,0,174,5,26,0,2,2 +osunaal01,1994,1,LAN,NL,2,0,15,0,0,0,0,26,13,6,0,4,7,0.333,6.23,0,0,0,1,43,4,6,0,0,0 +ottoda01,1994,1,CHN,NL,0,1,36,0,0,0,0,135,49,19,4,22,19,0.283,3.80,4,3,1,0,200,7,20,4,0,7 +paintla01,1994,1,COL,NL,4,6,15,14,0,0,0,221,91,50,9,26,41,0.302,6.11,2,3,1,1,336,1,51,3,5,2 +palacvi01,1994,1,SLN,NL,3,8,31,17,1,1,1,353,104,58,16,43,95,0.246,4.44,2,4,3,0,484,5,60,7,7,10 +palldo01,1994,1,NYA,AL,1,2,26,0,0,0,0,105,43,14,3,9,21,0.295,3.60,0,2,1,0,157,7,18,0,1,2 +palldo01,1994,2,CHN,NL,0,0,2,0,0,0,0,12,8,2,1,1,2,0.444,4.50,0,0,0,0,19,0,2,0,0,1 +parkch01,1994,1,LAN,NL,0,0,2,0,0,0,0,12,5,5,1,5,6,0.294,11.25,0,0,1,0,23,1,5,0,0,0 +pattebo01,1994,1,CAL,AL,2,3,47,0,0,0,1,126,35,19,6,15,30,0.229,4.07,2,1,2,0,170,11,21,0,0,2 +patteke01,1994,1,CAL,AL,0,0,1,0,0,0,0,2,0,0,0,0,1,0.000,0.00,0,0,0,0,2,0,0,0,0,0 +pavliro01,1994,1,TEX,AL,2,5,11,11,0,0,0,151,61,43,8,30,31,0.300,7.69,1,5,4,1,245,0,45,4,4,1 +penaal01,1994,1,PIT,NL,3,2,22,0,0,0,7,86,22,16,4,10,27,0.206,5.02,2,2,1,0,118,15,16,0,0,0 +pennibr01,1994,1,BAL,AL,0,1,8,0,0,0,0,18,9,8,2,8,7,0.346,12.00,0,2,0,0,35,3,8,1,0,0 +perezme01,1994,1,NYA,AL,9,4,22,22,1,0,0,454,134,69,16,58,109,0.238,4.10,5,7,3,1,632,0,74,5,3,7 +perezmi01,1994,1,SLN,NL,2,3,36,0,0,0,12,93,52,30,5,10,20,0.391,8.71,1,0,3,0,155,18,32,4,5,5 +perezyo01,1994,1,FLO,NL,3,0,44,0,0,0,0,122,33,16,4,14,41,0.220,3.54,3,4,1,1,167,11,18,2,0,2 +phoenst01,1994,1,OAK,AL,0,0,2,0,0,0,0,13,4,3,0,2,3,0.235,6.23,0,0,0,0,19,0,3,0,0,0 +pichahi01,1994,1,KCA,AL,5,3,45,0,0,0,3,203,82,37,4,24,36,0.309,4.92,5,3,7,0,303,19,42,4,2,11 +planter01,1994,1,SEA,AL,0,0,6,0,0,0,0,21,4,0,0,7,1,0.174,0.00,0,0,1,0,31,2,0,0,0,0 +plesada01,1994,1,CHN,NL,2,3,54,0,0,0,1,164,61,28,9,13,53,0.279,4.61,0,0,1,0,235,14,30,1,1,5 +plunker01,1994,1,CLE,AL,7,2,41,0,0,0,3,213,61,20,3,37,73,0.231,2.54,5,7,2,0,306,18,25,2,1,5 +pooleji02,1994,1,BAL,AL,1,0,38,0,0,0,0,61,32,15,4,11,18,0.372,6.64,2,1,0,0,100,10,15,0,3,2 +portuma01,1994,1,SFN,NL,10,8,21,21,1,0,0,412,135,60,17,45,87,0.260,3.93,2,5,6,0,580,0,68,6,4,13 +powelro01,1994,1,HOU,NL,0,0,12,0,0,0,0,22,6,1,0,5,5,0.240,1.23,0,0,1,0,32,1,1,1,0,1 +pughti01,1994,1,CIN,NL,3,3,10,9,1,0,0,143,60,32,5,26,24,0.314,6.04,0,4,3,0,227,0,37,2,5,5 +pulidca01,1994,1,MIN,AL,3,7,19,14,0,0,0,253,87,56,17,40,32,0.273,5.98,1,3,1,2,366,1,57,2,4,10 +quantpa01,1994,1,BOS,AL,1,1,17,0,0,0,0,69,25,9,4,5,15,0.278,3.52,1,0,2,0,101,4,10,2,2,1 +quantpa01,1994,2,PHI,NL,2,2,18,1,0,0,1,90,39,20,3,10,13,0.331,6.00,3,0,3,2,135,5,21,3,1,4 +rapppa01,1994,1,FLO,NL,7,8,24,23,2,1,0,400,132,57,13,69,75,0.266,3.85,3,5,7,1,584,1,67,8,4,17 +reardje01,1994,1,NYA,AL,1,0,11,0,0,0,2,29,17,9,3,3,4,0.386,8.38,0,0,0,0,48,8,9,1,0,1 +reedri01,1994,1,TEX,AL,1,1,4,3,0,0,0,50,17,11,3,7,12,0.254,5.94,0,0,1,0,75,0,13,0,0,0 +reedst01,1994,1,COL,NL,3,2,61,0,0,0,3,192,79,28,9,26,51,0.306,3.94,3,1,6,0,297,11,33,0,7,6 +remlimi01,1994,1,NYN,NL,1,5,10,9,0,0,0,164,55,28,9,35,33,0.261,4.61,4,3,1,0,252,0,30,2,3,2 +reyesca01,1994,1,OAK,AL,0,3,27,9,0,0,1,234,71,36,10,44,57,0.242,4.15,1,3,2,0,344,8,38,2,3,7 +reynoar02,1994,1,COL,NL,3,4,9,9,1,0,0,157,54,28,5,22,25,0.278,4.82,1,2,6,2,226,0,30,2,2,4 +reynosh01,1994,1,HOU,NL,8,5,33,14,1,1,0,372,128,42,10,21,110,0.263,3.05,3,3,6,2,517,5,46,4,0,12 +rhodear01,1994,1,BAL,AL,3,5,10,10,3,2,0,158,51,34,8,30,47,0.254,5.81,1,3,2,0,238,0,34,2,3,2 +righeda01,1994,1,OAK,AL,0,0,7,0,0,0,0,21,13,13,3,9,4,0.419,16.71,0,0,1,0,42,1,13,0,1,1 +righeda01,1994,2,TOR,AL,0,1,13,0,0,0,0,40,9,10,2,10,10,0.188,6.75,0,0,0,0,60,6,10,1,1,0 +rijojo01,1994,1,CIN,NL,9,6,26,26,2,0,0,517,177,59,16,52,171,0.265,3.08,1,1,4,2,733,0,73,7,2,12 +rislebi01,1994,1,SEA,AL,9,6,37,0,0,0,0,157,31,20,7,19,61,0.170,3.44,4,2,0,0,203,7,20,0,2,3 +ritzke01,1994,1,COL,NL,5,6,15,15,0,0,0,221,88,46,5,35,53,0.303,5.62,4,6,4,1,335,0,49,4,2,7 +riverbe01,1994,1,PHI,NL,3,4,9,7,0,0,0,114,40,29,7,22,19,0.274,6.87,0,3,1,0,176,1,29,6,1,2 +roberri02,1994,1,PIT,NL,0,0,8,0,0,0,0,47,20,12,2,10,8,0.313,6.89,4,0,0,0,76,1,12,1,1,1 +rodriri02,1994,1,SLN,NL,3,5,56,0,0,0,0,181,62,27,6,26,43,0.270,4.03,4,4,1,0,260,15,30,2,1,6 +rogerke01,1994,1,TEX,AL,11,8,24,24,6,2,0,502,169,83,24,52,120,0.260,4.46,1,3,3,1,714,0,93,3,6,17 +rogerke02,1994,1,SFN,NL,0,0,9,0,0,0,0,31,10,4,1,6,7,0.250,3.48,0,0,0,0,46,2,4,0,0,1 +rojasme01,1994,1,MON,NL,3,2,58,0,0,0,16,252,71,31,11,21,84,0.227,3.32,0,3,4,0,341,27,35,2,1,7 +roperjo01,1994,1,CIN,NL,6,2,16,15,0,0,0,276,90,46,16,30,51,0.255,4.50,0,4,4,1,390,0,49,0,3,11 +rueteki01,1994,1,MON,NL,7,3,20,20,0,0,0,277,106,53,11,23,50,0.294,5.17,1,2,2,0,397,0,60,6,6,10 +ruffcsc01,1994,1,CHA,AL,0,2,2,2,0,0,0,19,15,9,1,5,3,0.455,12.79,0,0,0,0,39,0,11,0,1,0 +ruffibr01,1994,1,COL,NL,4,5,56,0,0,0,16,167,55,25,6,30,65,0.253,4.04,2,5,1,0,252,39,28,1,3,4 +ruffijo01,1994,1,CIN,NL,7,2,51,0,0,0,1,210,57,24,7,27,44,0.223,3.09,3,5,0,1,287,13,26,2,2,4 +russeje01,1994,1,BOS,AL,0,5,29,0,0,0,12,84,30,16,3,13,18,0.270,5.14,2,1,1,0,127,25,17,0,2,3 +russeje01,1994,2,CLE,AL,1,1,13,0,0,0,5,38,13,7,2,3,10,0.265,4.97,0,0,0,0,52,11,8,0,0,3 +ryanke01,1994,1,BOS,AL,2,3,42,0,0,0,13,144,46,13,1,17,32,0.256,2.44,3,2,1,0,202,26,14,4,0,8 +saberbr01,1994,1,NYN,NL,14,4,24,24,4,0,0,532,169,54,13,13,143,0.254,2.74,0,0,4,0,696,0,58,9,5,17 +sageraj01,1994,1,SDN,NL,1,4,22,3,0,0,0,140,62,31,4,16,26,0.325,5.98,5,0,2,0,217,4,34,6,2,3 +salkero01,1994,1,SEA,AL,2,5,13,13,0,0,0,177,76,47,7,45,46,0.314,7.17,1,2,1,0,291,0,47,0,3,2 +sampebi01,1994,1,CAL,AL,1,1,10,0,0,0,0,46,14,11,1,13,9,0.241,6.46,0,0,3,0,75,4,11,1,0,0 +sandesc01,1994,1,CHA,AL,8,4,18,14,1,0,0,276,110,52,20,12,36,0.296,5.09,1,0,2,1,389,0,57,3,1,7 +sandesc02,1994,1,SDN,NL,4,8,23,20,0,0,1,333,103,59,10,48,109,0.245,4.78,4,10,5,1,485,2,63,6,5,2 +scanlbo01,1994,1,ML4,AL,2,6,30,12,0,0,2,309,117,47,11,28,65,0.288,4.11,2,3,4,1,441,9,53,1,2,9 +scheiri02,1994,1,FLO,NL,1,3,8,5,0,0,0,97,35,12,6,8,17,0.269,3.34,0,2,2,1,142,1,18,2,0,0 +schilcu01,1994,1,PHI,NL,2,8,13,13,1,0,0,247,87,41,10,28,58,0.270,4.48,3,3,3,1,360,0,42,6,1,1 +schoupe01,1994,1,CIN,NL,7,2,22,10,0,0,0,244,90,37,11,29,69,0.287,4.09,4,0,3,0,354,3,39,6,2,7 +schuler01,1994,1,MIN,AL,0,0,9,0,0,0,1,39,13,4,0,5,13,0.260,2.77,0,0,1,0,57,5,7,1,0,1 +schwaje01,1994,1,CHA,AL,0,0,9,0,0,0,0,34,9,8,0,16,14,0.205,6.35,0,2,0,0,60,5,10,0,0,1 +schwaje01,1994,2,CAL,AL,0,0,4,0,0,0,0,20,5,3,0,6,4,0.250,4.05,0,1,0,0,28,0,3,1,1,2 +scottti01,1994,1,MON,NL,5,2,40,0,0,0,1,160,51,16,0,18,37,0.251,2.70,3,1,2,1,223,8,17,0,0,5 +seaneru01,1994,1,LAN,NL,1,1,17,0,0,0,0,71,24,7,2,9,18,0.273,2.66,1,3,1,0,104,6,7,4,2,2 +seleaa01,1994,1,BOS,AL,8,7,22,22,2,0,0,430,140,61,13,60,105,0.261,3.83,2,4,9,0,615,0,68,4,5,17 +seminfr01,1994,1,NYN,NL,0,2,10,1,0,0,0,51,20,11,2,8,7,0.303,5.82,0,1,0,1,75,5,12,0,1,3 +servisc01,1994,1,CIN,NL,1,2,6,0,0,0,0,22,8,6,2,3,5,0.267,7.36,0,0,0,0,35,2,9,2,0,0 +shawje01,1994,1,MON,NL,5,2,46,0,0,0,1,202,67,29,8,15,47,0.254,3.88,2,5,2,0,287,15,32,2,4,1 +shueypa01,1994,1,CLE,AL,0,1,14,0,0,0,5,35,14,11,1,12,16,0.280,8.49,1,4,0,0,62,11,11,0,0,1 +slocuhe01,1994,1,PHI,NL,5,1,52,0,0,0,0,217,75,23,0,28,58,0.262,2.86,4,9,2,0,322,16,32,2,4,2 +smallaa01,1994,1,TOR,AL,0,0,1,0,0,0,0,6,5,2,1,2,0,0.500,9.00,0,0,0,0,13,1,2,0,1,0 +smilejo01,1994,1,CIN,NL,11,10,24,24,1,1,0,476,169,68,18,37,112,0.275,3.86,3,4,4,2,672,0,80,16,0,9 +smithda05,1994,1,TEX,AL,1,2,13,0,0,0,0,44,18,7,2,12,9,0.281,4.30,0,2,0,0,76,2,11,0,0,1 +smithle02,1994,1,BAL,AL,1,4,41,0,0,0,33,115,34,14,6,11,42,0.239,3.29,1,0,0,0,160,39,16,5,2,2 +smithpe02,1994,1,NYN,NL,4,10,21,21,1,0,0,394,145,81,25,42,62,0.285,5.55,4,3,2,1,565,0,83,5,7,10 +smithro02,1994,1,OAK,AL,0,0,2,0,0,0,0,7,6,4,1,1,3,0.500,15.43,0,0,0,0,13,2,4,0,0,0 +smithwi03,1994,1,SLN,NL,1,1,8,0,0,0,0,21,9,7,4,3,7,0.300,9.00,0,0,0,0,33,2,7,0,0,0 +smithza01,1994,1,PIT,NL,10,8,25,24,2,1,0,471,162,57,18,34,57,0.270,3.27,7,2,0,0,645,0,67,7,3,19 +smoltjo01,1994,1,ATL,NL,6,10,21,21,1,0,0,404,120,62,15,48,113,0.239,4.14,4,7,4,0,568,0,69,7,6,8 +spoljpa01,1994,1,TOR,AL,0,1,2,1,0,0,0,7,5,10,3,9,2,0.417,38.57,1,0,0,0,21,0,10,0,0,0 +spradje01,1994,1,CIN,NL,0,0,6,0,0,0,0,24,12,9,2,2,4,0.353,10.13,0,0,0,0,38,2,11,0,2,1 +sprinru01,1994,1,CAL,AL,2,2,18,5,0,0,2,137,53,28,9,14,28,0.291,5.52,0,2,0,0,198,6,28,1,1,3 +stantmi02,1994,1,ATL,NL,3,1,49,0,0,0,3,137,41,18,2,26,35,0.248,3.55,3,1,3,0,197,15,18,2,1,2 +stclara01,1994,1,TOR,AL,0,0,2,0,0,0,0,6,4,2,0,2,2,0.444,9.00,1,0,0,0,12,2,4,1,0,0 +steveda01,1994,1,MIN,AL,5,2,24,0,0,0,0,135,55,34,6,23,24,0.302,6.80,2,3,1,0,208,6,35,2,0,2 +stewada01,1994,1,TOR,AL,7,8,22,22,1,0,0,400,151,87,26,62,111,0.285,5.87,4,6,4,0,602,0,89,2,4,7 +stidhph01,1994,1,DET,AL,0,0,5,0,0,0,0,13,12,12,3,4,4,0.571,24.92,1,0,0,0,26,0,12,0,1,2 +stottto01,1994,1,TOR,AL,7,7,26,19,3,1,1,422,149,66,19,48,105,0.276,4.22,2,0,7,0,605,5,67,4,5,11 +sutclri01,1994,1,SLN,NL,6,4,16,14,0,0,0,203,93,49,11,32,26,0.331,6.52,2,4,2,1,319,1,53,3,1,5 +swanru01,1994,1,CLE,AL,0,1,12,0,0,0,0,24,13,10,1,7,2,0.382,11.25,1,0,0,0,43,2,11,2,0,1 +swiftbi02,1994,1,SFN,NL,8,7,17,17,0,0,0,328,109,41,10,31,62,0.262,3.38,6,2,1,0,457,0,49,7,2,12 +swindgr01,1994,1,HOU,NL,8,9,24,24,1,0,0,445,175,72,20,26,74,0.302,4.37,2,1,1,1,623,0,80,9,7,12 +tabakje01,1994,1,PIT,NL,0,0,5,0,0,0,0,12,4,8,1,8,2,0.250,18.00,0,0,0,0,24,2,8,0,0,0 +tabakje01,1994,2,SDN,NL,3,1,34,0,0,0,1,111,28,16,0,19,30,0.207,3.89,3,1,0,0,157,8,21,3,1,2 +tapanke01,1994,1,MIN,AL,11,7,24,24,4,1,0,468,181,80,13,39,91,0.291,4.62,0,1,4,0,672,0,86,2,5,14 +tavarju01,1994,1,CLE,AL,0,1,1,1,0,0,0,5,6,4,1,1,0,0.500,21.60,1,0,0,0,14,0,8,0,1,0 +taylobi04,1994,1,OAK,AL,1,3,41,0,0,0,1,139,38,18,4,18,48,0.220,3.50,5,0,2,0,195,11,24,1,1,1 +tayloke01,1994,1,SDN,NL,0,0,1,1,0,0,0,13,9,4,1,1,3,0.409,8.31,0,0,1,0,24,0,4,0,0,0 +telghda01,1994,1,NYN,NL,0,1,6,0,0,0,0,30,11,8,2,8,4,0.282,7.20,2,0,0,0,48,0,8,1,0,2 +tewksbo01,1994,1,SLN,NL,12,10,24,24,4,1,0,467,190,92,19,22,79,0.304,5.32,1,1,3,0,667,0,97,12,4,13 +thigpbo01,1994,1,SEA,AL,0,2,7,0,0,0,0,23,12,8,3,5,4,0.353,9.39,0,0,0,0,40,3,9,1,0,0 +thompma01,1994,1,COL,NL,1,1,2,2,0,0,0,27,16,9,2,8,5,0.400,9.00,0,0,1,0,49,0,9,0,0,2 +timlimi01,1994,1,TOR,AL,0,1,34,0,0,0,2,120,41,23,5,20,38,0.261,5.18,0,3,2,0,179,16,25,0,0,6 +tombean01,1994,1,BOS,AL,0,0,1,0,0,0,0,6,1,0,0,1,1,0.143,0.00,0,0,0,0,8,1,0,0,0,0 +tomlira01,1994,1,PIT,NL,0,3,10,4,0,0,0,62,23,9,1,10,17,0.291,3.92,0,0,0,0,89,1,9,0,0,4 +torresa01,1994,1,SFN,NL,2,8,16,14,1,0,0,253,95,51,10,34,42,0.292,5.44,2,4,7,1,378,2,55,4,8,7 +trachst01,1994,1,CHN,NL,9,7,22,22,1,0,0,438,133,52,19,54,108,0.242,3.21,4,6,3,0,612,0,57,3,3,9 +trlicri01,1994,1,BOS,AL,1,1,12,1,0,0,0,67,32,20,5,16,7,0.330,8.06,2,1,0,2,113,2,21,0,0,0 +trombmi01,1994,1,MIN,AL,2,0,24,0,0,0,0,145,56,34,10,18,32,0.287,6.33,2,3,3,0,219,8,36,1,2,2 +turnema01,1994,1,CLE,AL,1,0,9,0,0,0,1,38,13,3,0,7,5,0.241,2.13,0,0,3,0,65,2,6,1,0,0 +urbanto01,1994,1,SLN,NL,3,7,20,10,0,0,0,241,98,46,12,21,43,0.302,5.15,0,4,3,1,354,2,48,3,2,9 +valdeis01,1994,1,LAN,NL,3,1,21,1,0,0,0,85,21,10,2,10,28,0.206,3.18,2,1,0,2,115,7,10,3,0,1 +valdese01,1994,1,BOS,AL,0,1,12,1,0,0,0,43,25,13,4,8,4,0.391,8.16,1,1,0,0,72,2,14,0,0,0 +valenfe01,1994,1,PHI,NL,1,2,8,7,0,0,0,135,42,15,8,7,19,0.247,3.00,1,1,0,0,182,0,16,3,2,1 +vanegti01,1994,1,BOS,AL,2,3,7,7,1,0,0,115,38,27,7,21,22,0.255,6.34,3,1,0,0,173,0,27,0,3,3 +vanlawi01,1994,1,SFN,NL,8,2,16,14,0,0,0,252,70,33,4,43,56,0.223,3.54,4,3,2,3,363,1,37,3,1,5 +vanpoto01,1994,1,OAK,AL,7,10,23,23,0,0,0,350,108,79,20,89,83,0.250,6.09,2,3,3,1,532,0,80,4,4,10 +veresda01,1994,1,HOU,NL,3,3,32,0,0,0,1,123,39,11,4,7,28,0.247,2.41,3,2,1,0,168,7,13,0,2,1 +veresra01,1994,1,CHN,NL,1,1,10,0,0,0,0,29,12,6,3,2,5,0.308,5.59,0,0,1,0,43,1,6,0,1,1 +violafr01,1994,1,BOS,AL,1,1,6,6,0,0,0,93,34,16,2,17,9,0.296,4.65,0,2,0,0,136,0,17,2,2,6 +vosbeed01,1994,1,OAK,AL,0,2,16,0,0,0,0,41,16,6,2,5,12,0.320,3.95,0,1,0,1,56,2,7,1,0,3 +wagnepa01,1994,1,PIT,NL,7,8,29,17,1,0,0,359,136,61,7,50,86,0.293,4.59,4,4,8,0,534,4,69,8,4,11 +waltobr01,1994,1,COL,NL,1,0,4,0,0,0,0,16,6,5,1,3,1,0.273,8.44,1,0,0,1,26,2,5,1,0,0 +watsoal01,1994,1,SLN,NL,6,5,22,22,0,0,0,347,130,71,15,53,74,0.286,5.52,0,2,8,2,523,0,73,7,0,10 +waynega01,1994,1,LAN,NL,1,3,19,0,0,0,0,52,19,9,2,6,10,0.279,4.67,2,1,3,0,79,4,13,1,1,2 +weathda01,1994,1,FLO,NL,8,12,24,24,0,0,0,405,166,79,13,59,72,0.306,5.27,9,7,4,1,621,0,87,12,4,19 +wegmabi01,1994,1,ML4,AL,8,4,19,19,0,0,0,347,140,58,14,26,59,0.303,4.51,0,3,2,0,500,0,64,4,6,15 +welchbo01,1994,1,OAK,AL,3,6,25,8,0,0,0,206,79,54,10,43,44,0.290,7.08,2,3,1,3,325,4,56,5,4,2 +wellsbo01,1994,1,PHI,NL,1,0,6,0,0,0,0,15,4,1,0,3,3,0.235,1.80,0,0,1,0,21,2,1,0,0,1 +wellsbo01,1994,2,SEA,AL,1,0,1,0,0,0,0,12,4,1,0,1,3,0.250,2.25,0,0,0,0,17,0,1,0,0,0 +wellsda01,1994,1,DET,AL,5,7,16,16,5,1,0,334,113,49,13,24,71,0.260,3.96,6,5,2,0,464,0,54,3,1,5 +wendetu01,1994,1,CHN,NL,0,1,6,2,0,0,0,43,22,19,3,10,9,0.349,11.93,1,1,0,0,76,1,20,2,1,0 +wertzbi01,1994,1,CLE,AL,0,0,1,0,0,0,0,13,9,5,0,1,1,0.409,10.38,0,0,0,0,23,0,5,0,0,0 +westda01,1994,1,PHI,NL,4,10,31,14,0,0,0,297,74,39,7,61,83,0.205,3.55,2,9,1,0,429,7,44,4,2,3 +wettejo01,1994,1,MON,NL,4,6,52,0,0,0,25,191,46,20,5,21,68,0.202,2.83,4,0,3,0,261,43,22,5,4,4 +whitega01,1994,1,MON,NL,1,1,7,5,0,0,1,71,24,16,4,11,17,0.261,6.08,0,0,1,0,106,2,16,1,1,1 +whitema02,1994,1,TEX,AL,2,2,47,0,0,0,1,183,68,34,6,28,37,0.286,5.02,3,1,1,0,272,16,40,3,2,9 +whiteri01,1994,1,PIT,NL,4,5,43,5,0,0,6,226,79,32,9,17,38,0.280,3.82,3,2,6,2,317,23,35,7,5,12 +whitewa02,1994,1,SDN,NL,4,7,13,13,0,0,0,192,84,35,8,26,43,0.319,4.92,4,2,1,0,294,0,37,4,0,5 +wickmbo01,1994,1,NYA,AL,5,4,53,0,0,0,6,210,54,24,3,27,56,0.213,3.09,3,2,1,0,286,19,26,0,5,9 +willibr01,1994,1,HOU,NL,6,5,20,13,0,0,0,235,112,50,9,41,49,0.343,5.74,4,3,4,1,384,2,64,7,5,9 +willica01,1994,1,MIN,AL,2,4,49,0,0,0,3,178,89,39,6,12,37,0.335,5.92,5,5,0,0,282,12,48,1,3,2 +willima05,1994,1,BAL,AL,3,1,28,2,0,0,1,202,75,30,9,17,28,0.278,4.01,1,0,2,0,291,4,33,0,2,4 +willimi02,1994,1,HOU,NL,1,4,25,0,0,0,6,60,21,17,4,24,21,0.269,7.65,2,1,1,0,106,18,17,2,1,1 +willimi03,1994,1,PHI,NL,2,4,12,8,0,0,0,151,61,28,7,20,29,0.310,5.01,3,0,0,0,222,2,31,2,3,8 +williwo02,1994,1,TOR,AL,1,3,38,0,0,0,0,178,44,24,5,33,56,0.205,3.64,1,4,2,0,253,14,24,1,2,4 +wittbo01,1994,1,OAK,AL,8,10,24,24,5,3,0,407,151,76,22,70,111,0.283,5.04,4,6,5,1,618,0,88,2,7,9 +wohlema01,1994,1,ATL,NL,7,2,51,0,0,0,1,153,51,26,1,33,58,0.264,4.59,9,2,0,0,236,15,35,4,6,2 +woodabr01,1994,1,ATL,NL,0,1,1,1,0,0,0,18,5,3,2,2,2,0.227,4.50,0,0,0,0,24,0,3,0,0,1 +worreti01,1994,1,SDN,NL,0,1,3,3,0,0,0,44,9,6,0,5,14,0.170,3.68,0,0,0,0,59,0,7,0,1,0 +worreto01,1994,1,LAN,NL,6,5,38,0,0,0,11,126,37,20,4,12,44,0.236,4.29,1,1,1,0,173,27,21,1,2,0 +youngan01,1994,1,CHN,NL,4,6,20,19,0,0,0,344,103,50,12,46,65,0.246,3.92,2,4,0,1,474,0,57,6,3,15 +abbotji01,1995,1,CHA,AL,6,4,17,17,3,0,0,337,116,42,10,35,45,0.269,3.36,1,0,1,0,474,0,50,5,1,13 +abbotji01,1995,2,CAL,AL,5,4,13,13,1,1,0,254,93,39,4,29,41,0.280,4.15,0,1,1,0,368,0,43,3,3,12 +abbotky01,1995,1,PHI,NL,2,0,18,0,0,0,0,85,28,12,3,16,21,0.267,3.81,0,2,0,1,122,3,12,0,1,4 +aceveju01,1995,1,COL,NL,4,6,17,11,0,0,0,197,82,47,15,20,40,0.317,6.44,2,2,6,1,291,0,53,4,2,11 +acrema01,1995,1,OAK,AL,1,2,43,0,0,0,0,156,52,33,7,28,47,0.256,5.71,2,2,2,1,236,10,35,1,2,5 +adamste01,1995,1,CHN,NL,1,1,18,0,0,0,1,54,22,13,0,10,15,0.289,6.50,1,1,0,0,86,7,15,0,0,2 +aguilri01,1995,1,MIN,AL,1,1,22,0,0,0,12,75,20,7,2,6,29,0.222,2.52,1,0,1,0,99,21,7,0,2,1 +aguilri01,1995,2,BOS,AL,2,2,30,0,0,0,20,91,26,9,4,7,23,0.228,2.67,0,0,0,0,124,30,9,1,2,1 +ahearpa01,1995,1,DET,AL,0,2,4,3,0,0,0,30,20,13,2,5,4,0.400,11.70,1,1,0,0,55,0,13,0,0,0 +alberjo01,1995,1,TEX,AL,0,0,12,0,0,0,0,62,26,17,2,12,10,0.299,7.40,1,2,1,0,101,7,18,0,1,0 +alvarta01,1995,1,MON,NL,1,5,8,8,0,0,0,112,46,28,2,14,17,0.297,6.75,0,1,3,0,173,0,30,1,0,3 +alvarwi01,1995,1,CHA,AL,8,11,29,29,3,0,0,525,171,84,21,93,118,0.258,4.32,4,1,2,2,769,0,96,6,5,16 +anderbr02,1995,1,CAL,AL,6,8,18,17,1,0,0,299,110,65,24,30,45,0.282,5.87,2,1,3,3,433,0,66,5,5,8 +andersc01,1995,1,KCA,AL,1,0,6,4,0,0,0,76,29,15,3,8,6,0.290,5.33,0,0,1,0,109,0,15,0,0,3 +andujlu01,1995,1,CHA,AL,2,1,5,5,0,0,0,91,26,11,4,14,9,0.230,3.26,2,0,1,0,128,0,12,0,0,2 +appieke01,1995,1,KCA,AL,15,10,31,31,4,1,0,604,163,87,14,80,185,0.221,3.89,1,5,8,0,832,0,90,3,3,20 +aquinlu01,1995,1,MON,NL,0,2,29,0,0,0,2,112,47,16,4,11,22,0.301,3.86,1,3,3,0,171,8,24,0,1,2 +aquinlu01,1995,2,SFN,NL,0,1,5,0,0,0,0,15,10,8,2,2,4,0.400,14.40,1,0,0,0,28,1,10,1,0,1 +arochre01,1995,1,SLN,NL,3,5,41,0,0,0,0,149,55,22,6,18,25,0.297,3.99,4,2,3,0,216,13,24,8,2,3 +ashbyan01,1995,1,SDN,NL,12,10,31,31,2,2,0,578,180,63,17,62,150,0.253,2.94,3,7,11,0,800,0,79,10,4,24 +assenpa01,1995,1,CLE,AL,6,2,47,0,0,0,0,115,32,12,3,12,40,0.225,2.82,3,1,3,0,160,12,13,1,2,4 +astacpe01,1995,1,LAN,NL,7,8,48,11,1,1,0,312,103,49,12,29,80,0.261,4.24,5,5,4,0,436,7,53,5,3,10 +ausanjo01,1995,1,NYA,AL,2,0,28,0,0,0,1,113,42,24,9,23,36,0.286,5.73,0,3,0,0,173,10,24,1,2,4 +averyst01,1995,1,ATL,NL,7,13,29,29,3,1,0,520,165,90,22,52,141,0.252,4.67,4,3,6,0,724,0,92,6,4,6 +ayalabo01,1995,1,SEA,AL,6,5,63,0,0,0,19,213,73,35,9,30,77,0.262,4.44,4,3,6,0,320,50,42,2,3,5 +baileco01,1995,1,SLN,NL,0,0,3,0,0,0,0,11,2,3,0,2,5,0.154,7.36,1,1,0,0,15,0,3,0,0,0 +bailero01,1995,1,COL,NL,7,6,39,6,0,0,0,244,88,45,9,39,33,0.283,4.98,3,7,1,1,360,9,49,7,2,13 +bakersc01,1995,1,OAK,AL,0,0,1,0,0,0,0,11,5,4,0,5,3,0.333,9.82,0,0,1,0,22,0,4,0,1,0 +baldwja01,1995,1,CHA,AL,0,1,6,4,0,0,0,44,32,21,6,9,10,0.444,12.89,1,1,0,0,81,0,22,0,0,0 +bankhsc01,1995,1,NYA,AL,1,1,20,1,0,0,0,117,44,26,9,16,20,0.278,6.00,0,1,0,0,175,8,26,0,1,0 +bankswi01,1995,1,CHN,NL,0,1,10,0,0,0,0,35,27,20,5,12,9,0.458,15.43,4,3,0,0,73,2,23,1,1,2 +bankswi01,1995,2,LAN,NL,0,2,6,6,0,0,0,87,36,13,2,16,23,0.303,4.03,2,4,1,1,138,0,21,1,1,3 +bankswi01,1995,3,FLO,NL,2,3,9,9,0,0,0,150,43,24,7,30,30,0.235,4.32,1,2,1,0,219,0,27,4,1,4 +barbebr02,1995,1,SLN,NL,2,1,9,4,0,0,0,88,31,17,4,16,27,0.279,5.22,0,3,0,0,130,2,17,0,3,1 +barkbr01,1995,1,BOS,AL,0,0,3,0,0,0,0,7,2,0,0,1,0,0.286,0.00,0,0,0,0,8,2,0,0,0,2 +bartosh01,1995,1,SFN,NL,4,1,52,0,0,0,1,133,37,21,3,19,22,0.237,4.26,1,0,2,1,181,11,22,1,3,8 +bautijo01,1995,1,SFN,NL,3,8,52,6,0,0,0,302,120,72,24,26,45,0.295,6.44,3,1,5,2,451,19,77,8,5,1 +beckro01,1995,1,SFN,NL,5,6,60,0,0,0,33,176,60,29,7,21,42,0.267,4.45,3,2,2,0,255,52,31,4,3,2 +bedrost01,1995,1,ATL,NL,1,2,29,0,0,0,0,84,40,19,6,12,22,0.354,6.11,2,0,1,0,129,7,21,1,2,3 +belchti01,1995,1,SEA,AL,10,12,28,28,1,0,0,538,188,90,19,88,96,0.269,4.52,5,6,5,0,802,0,101,4,5,13 +belinst01,1995,1,BOS,AL,8,1,63,0,0,0,10,209,51,24,5,28,57,0.205,3.10,3,2,4,0,285,30,25,0,4,5 +benesal01,1995,1,SLN,NL,1,2,3,3,0,0,0,48,24,15,2,4,20,0.343,8.44,0,3,1,0,76,0,15,1,0,0 +benesan01,1995,1,SDN,NL,4,7,19,19,1,1,0,356,121,55,10,45,126,0.262,4.17,3,3,4,0,518,0,65,3,4,5 +benesan01,1995,2,SEA,AL,7,2,12,12,0,0,0,189,72,41,8,33,45,0.287,5.86,2,2,2,0,291,0,42,1,4,0 +benitar01,1995,1,BAL,AL,1,5,44,0,0,0,2,143,37,30,8,37,56,0.213,5.66,2,3,5,1,221,18,33,2,3,5 +benneer01,1995,1,CAL,AL,0,0,1,0,0,0,0,1,0,0,0,0,0,0.000,0.00,0,0,0,0,1,1,0,0,0,0 +bereja01,1995,1,CHA,AL,8,15,27,27,1,0,0,413,151,110,21,106,110,0.277,7.19,6,8,6,0,668,0,120,4,7,6 +bergmse01,1995,1,DET,AL,7,10,28,28,1,1,0,406,169,77,19,67,86,0.307,5.12,8,13,4,0,630,0,95,5,3,19 +bertomi01,1995,1,CHA,AL,1,1,4,4,0,0,0,43,23,20,6,11,15,0.365,12.56,0,2,3,1,80,0,20,0,3,0 +beruman01,1995,1,SDN,NL,2,3,37,0,0,0,1,133,37,28,3,36,42,0.226,5.68,3,6,3,0,207,17,29,1,3,2 +bielemi01,1995,1,CAL,AL,4,6,22,11,0,0,0,226,80,50,15,31,45,0.273,5.97,1,3,3,0,334,2,56,2,5,5 +birkbmi01,1995,1,NYN,NL,0,1,4,4,0,0,0,83,22,5,2,2,14,0.220,1.63,0,3,0,1,104,0,5,2,0,2 +blackbu02,1995,1,CLE,AL,4,2,11,10,0,0,0,142,63,36,8,16,34,0.317,6.85,2,1,0,1,219,0,42,1,3,3 +blairwi01,1995,1,SDN,NL,7,5,40,12,0,0,0,342,112,55,11,45,83,0.262,4.34,3,4,2,0,485,11,60,8,2,5 +blomdbe01,1995,1,DET,AL,0,0,14,0,0,0,1,73,36,21,5,13,15,0.356,7.77,0,2,0,0,115,5,21,1,0,6 +bochtdo01,1995,1,SDN,NL,4,4,34,0,0,0,1,136,38,18,5,19,45,0.239,3.57,0,1,0,0,181,11,18,2,1,5 +boehrbr01,1995,1,NYA,AL,0,3,7,3,0,0,0,53,24,27,5,22,10,0.320,13.75,1,3,1,0,99,0,27,0,1,1 +boevejo01,1995,1,DET,AL,5,7,60,0,0,0,3,296,128,70,17,44,71,0.319,6.39,12,1,3,1,463,27,74,7,8,7 +bohanbr01,1995,1,DET,AL,1,1,52,10,0,0,1,317,121,65,10,41,63,0.285,5.54,5,3,4,0,474,7,68,0,5,11 +boltoro01,1995,1,CHA,AL,0,2,8,3,0,0,0,66,33,20,4,14,10,0.351,8.18,1,1,0,0,109,2,23,0,1,3 +bonesri01,1995,1,ML4,AL,10,12,32,31,3,0,0,601,218,103,26,83,77,0.281,4.63,2,5,4,2,877,0,108,3,11,22 +borbope02,1995,1,ATL,NL,2,2,41,0,0,0,2,96,29,11,2,17,33,0.240,3.09,4,0,1,1,143,19,12,3,1,2 +borlato02,1995,1,PHI,NL,1,3,50,0,0,0,6,222,81,31,3,37,59,0.277,3.77,7,12,5,0,339,18,37,3,2,14 +borowjo01,1995,1,BAL,AL,0,0,6,0,0,0,0,22,5,1,0,4,3,0.192,1.23,0,0,0,0,30,3,1,0,0,0 +bosioch01,1995,1,SEA,AL,10,8,31,31,0,0,0,510,211,93,18,69,85,0.313,4.92,3,10,5,0,766,0,98,5,11,19 +boskish01,1995,1,CAL,AL,7,7,20,20,1,0,0,335,127,70,16,25,51,0.281,5.64,0,4,7,0,494,0,73,4,6,5 +bottari01,1995,1,PHI,NL,5,3,62,0,0,0,1,263,50,24,7,42,87,0.167,2.46,3,1,4,0,350,20,25,3,1,6 +bowenry01,1995,1,FLO,NL,2,0,4,3,0,0,0,50,23,7,3,12,15,0.329,3.78,2,0,0,0,85,0,11,1,2,2 +brandma01,1995,1,TEX,AL,0,1,11,0,0,0,0,82,36,18,5,7,21,0.316,5.93,1,0,1,1,123,5,18,0,1,1 +brantje01,1995,1,CIN,NL,3,2,56,0,0,0,28,211,53,22,11,20,62,0.206,2.82,3,2,1,2,283,49,22,2,3,2 +brewebi01,1995,1,KCA,AL,2,4,48,0,0,0,0,136,54,28,9,20,31,0.290,5.56,1,5,2,1,209,13,28,1,0,2 +brewija01,1995,1,SFN,NL,6,4,13,13,0,0,0,226,68,38,8,45,45,0.245,4.54,6,3,4,0,334,0,38,4,4,5 +briscjo01,1995,1,OAK,AL,0,1,16,0,0,0,0,55,25,17,4,21,19,0.347,8.35,1,1,2,0,99,7,17,2,2,4 +brocado01,1995,1,HOU,NL,6,4,36,7,0,0,1,232,87,36,10,22,39,0.280,4.19,2,1,4,1,339,12,40,1,1,7 +bronkje01,1995,1,ML4,AL,0,0,8,0,0,0,0,37,15,5,0,6,5,0.313,3.65,0,1,0,0,56,4,6,2,0,1 +brownke01,1995,1,BAL,AL,10,9,26,26,3,1,0,517,155,69,10,48,117,0.241,3.60,1,3,9,0,706,0,73,5,2,22 +brownto05,1995,1,KCA,AL,0,2,2,2,0,0,0,30,13,9,2,5,3,0.302,8.10,0,0,0,0,49,0,9,1,0,0 +bruskji01,1995,1,LAN,NL,0,0,9,0,0,0,1,30,12,5,0,4,5,0.300,4.50,0,1,1,0,45,3,7,0,0,1 +bulliji01,1995,1,CHN,NL,12,8,24,24,1,1,0,450,152,69,14,65,93,0.265,4.14,7,5,9,1,665,0,80,12,5,10 +bunchme01,1995,1,KCA,AL,1,3,13,5,0,0,0,120,42,25,11,14,19,0.261,5.63,1,6,0,0,175,3,25,0,0,0 +burbada01,1995,1,SFN,NL,4,2,37,0,0,0,0,130,38,24,5,25,46,0.235,4.98,2,2,0,0,191,7,26,3,1,2 +burbada01,1995,2,CIN,NL,6,2,15,9,1,1,0,190,52,23,4,26,50,0.223,3.27,1,3,0,0,260,0,24,1,0,7 +burgoen01,1995,1,SFN,NL,0,0,5,0,0,0,0,25,14,8,1,6,12,0.378,8.64,0,2,1,0,44,2,8,0,0,2 +burkejo03,1995,1,FLO,NL,14,14,30,30,4,0,0,565,208,90,22,57,126,0.282,4.30,5,2,6,1,810,0,95,10,0,27 +burrote01,1995,1,TEX,AL,2,2,28,3,0,0,1,134,60,32,11,19,22,0.323,6.45,0,4,2,0,207,6,37,0,0,6 +butchmi01,1995,1,CAL,AL,6,1,40,0,0,0,0,154,49,27,7,31,29,0.257,4.73,2,3,1,0,227,13,28,1,3,8 +byrdpa01,1995,1,NYN,NL,2,0,17,0,0,0,0,66,18,5,1,7,26,0.222,2.05,1,1,1,2,91,6,6,0,2,2 +campbke01,1995,1,MIN,AL,0,0,6,0,0,0,0,29,8,5,0,5,5,0.235,4.66,0,1,0,0,39,1,5,0,0,2 +candito01,1995,1,LAN,NL,7,14,30,30,1,1,0,571,187,74,18,58,141,0.255,3.50,2,7,9,0,812,0,93,7,5,18 +cangejo01,1995,1,HOU,NL,0,0,1,0,0,0,0,3,0,0,0,1,0,0.000,0.00,0,0,0,0,4,1,0,0,0,0 +carmora01,1995,1,SEA,AL,2,4,15,3,0,0,1,143,55,30,9,34,28,0.293,5.66,1,3,2,1,230,6,31,1,5,6 +carragi01,1995,1,TOR,AL,2,4,12,7,1,0,0,146,64,39,10,25,27,0.322,7.21,1,1,1,0,229,2,46,1,2,3 +carrahe01,1995,1,CIN,NL,2,7,64,0,0,0,5,262,86,40,1,46,64,0.257,4.12,5,15,2,0,391,28,45,2,6,8 +cartean01,1995,1,PHI,NL,0,0,4,0,0,0,0,22,4,5,3,2,6,0.167,6.14,1,0,1,0,28,1,5,0,1,1 +casiala01,1995,1,CHN,NL,1,0,42,0,0,0,0,70,23,5,1,15,11,0.258,1.93,6,2,0,0,107,5,6,1,2,1 +castifr01,1995,1,CHN,NL,11,10,29,29,2,2,0,564,179,67,22,52,135,0.248,3.21,4,3,6,1,795,0,75,11,3,11 +castito02,1995,1,TOR,AL,1,5,55,0,0,0,13,218,64,26,7,24,38,0.243,3.22,1,0,3,0,298,31,27,3,5,7 +charlno01,1995,1,PHI,NL,2,5,25,0,0,0,0,66,23,18,2,15,12,0.280,7.36,3,1,3,0,102,5,19,1,1,4 +charlno01,1995,2,SEA,AL,2,1,30,0,0,0,14,143,23,8,2,16,58,0.143,1.51,0,5,1,1,182,22,12,3,1,4 +chrisja01,1995,1,PIT,NL,1,3,63,0,0,0,0,169,49,26,5,34,53,0.234,4.15,9,4,3,1,255,13,28,6,3,2 +chrismi02,1995,1,DET,AL,4,0,36,0,0,0,1,184,71,26,8,14,34,0.292,3.82,2,5,2,0,262,11,28,1,2,4 +clarkma01,1995,1,CLE,AL,9,7,22,21,2,0,0,374,143,73,13,42,68,0.288,5.27,0,8,4,0,552,0,77,3,6,5 +clarkte01,1995,1,ATL,NL,0,0,3,0,0,0,0,11,3,2,0,5,2,0.231,4.91,0,1,0,0,18,1,2,0,0,1 +clarkte01,1995,2,BAL,AL,2,5,38,0,0,0,1,117,40,15,3,15,18,0.276,3.46,5,1,1,0,166,12,15,4,1,6 +clemero02,1995,1,BOS,AL,10,5,23,23,0,0,0,420,141,65,15,60,132,0.259,4.18,0,9,14,0,623,0,70,2,3,6 +clontbr01,1995,1,ATL,NL,8,1,59,0,0,0,4,207,71,28,5,22,55,0.269,3.65,4,0,4,0,295,14,29,3,2,7 +coneda01,1995,1,TOR,AL,9,6,17,17,5,2,0,391,113,49,12,41,102,0.232,3.38,2,6,5,1,537,0,53,2,2,5 +coneda01,1995,2,NYA,AL,9,2,13,13,1,0,0,297,82,42,12,47,89,0.223,3.82,0,5,1,0,417,0,42,0,1,6 +conveji01,1995,1,SEA,AL,0,3,6,1,0,0,1,33,16,9,2,8,9,0.348,7.36,0,0,0,0,55,3,9,1,0,2 +conveji01,1995,2,KCA,AL,1,0,9,0,0,0,0,37,12,8,0,8,5,0.267,5.84,2,2,0,0,54,1,8,1,0,3 +cookde01,1995,1,CLE,AL,0,0,11,0,0,0,0,38,16,9,3,10,13,0.320,6.39,2,0,1,0,62,1,9,1,0,3 +cookde01,1995,2,TEX,AL,0,2,35,1,0,0,2,135,47,20,6,16,40,0.280,4.00,1,1,1,0,193,9,23,3,5,3 +cormirh01,1995,1,BOS,AL,7,5,48,12,0,0,0,345,131,52,12,31,69,0.294,4.07,2,4,3,0,488,3,60,6,2,23 +cornebr01,1995,1,TOR,AL,0,0,5,0,0,0,0,15,9,5,1,3,4,0.429,9.00,0,1,1,0,25,2,6,0,0,2 +cornere01,1995,1,MON,NL,0,0,8,0,0,0,0,27,11,8,3,5,4,0.306,8.00,0,1,2,0,43,1,8,0,0,2 +cornere01,1995,2,NYN,NL,3,7,10,10,0,0,0,173,64,33,8,25,35,0.286,5.15,5,1,1,1,258,0,36,4,3,3 +corsiji01,1995,1,OAK,AL,2,4,38,0,0,0,2,135,31,11,2,26,26,0.203,2.20,1,0,2,0,187,7,14,5,1,9 +courtjo01,1995,1,CIN,NL,0,0,1,0,0,0,0,3,2,1,0,0,0,0.500,9.00,0,0,0,0,5,0,1,1,0,0 +coxda01,1995,1,TOR,AL,1,3,24,0,0,0,0,135,57,37,4,33,38,0.317,7.40,4,7,1,0,218,7,40,1,3,5 +crabtti01,1995,1,TOR,AL,0,2,31,0,0,0,0,96,30,11,1,13,21,0.240,3.09,0,2,2,0,141,19,16,0,1,3 +creekdo01,1995,1,SLN,NL,0,0,6,0,0,0,0,20,2,0,0,3,10,0.095,0.00,0,0,0,0,24,1,0,0,0,1 +cummijo01,1995,1,SEA,AL,0,0,4,0,0,0,0,16,8,7,0,7,4,0.400,11.81,2,4,0,1,30,0,8,1,2,1 +cummijo01,1995,2,LAN,NL,3,1,35,0,0,0,0,117,38,13,3,10,21,0.250,3.00,4,1,0,0,165,11,16,2,1,1 +daalom01,1995,1,LAN,NL,4,0,28,0,0,0,0,60,29,16,1,15,11,0.354,7.20,4,0,1,1,100,0,16,1,1,5 +darliro01,1995,1,OAK,AL,4,7,21,21,1,0,0,312,124,72,16,46,69,0.296,6.23,2,5,4,0,484,0,79,7,8,5 +darwida01,1995,1,TOR,AL,1,8,13,11,1,0,0,195,91,55,13,24,36,0.340,7.62,2,1,3,0,303,0,60,3,5,10 +darwida01,1995,2,TEX,AL,2,2,7,4,0,0,0,102,40,27,12,7,22,0.292,7.15,1,1,1,0,145,0,27,0,0,4 +davissc01,1995,1,SEA,AL,0,0,3,0,0,0,0,13,7,3,1,1,3,0.350,6.23,0,0,0,0,21,3,3,0,0,0 +davisti01,1995,1,SEA,AL,2,1,5,5,0,0,0,72,30,17,2,18,19,0.306,6.38,2,0,0,0,117,0,21,0,1,0 +dedriji01,1995,1,BAL,AL,0,0,6,0,0,0,0,23,8,2,1,6,3,0.308,2.35,0,0,1,0,35,1,2,0,2,1 +deleojo01,1995,1,CHA,AL,5,3,38,0,0,0,0,203,60,39,10,28,53,0.238,5.19,2,2,6,1,293,4,41,2,5,1 +deleojo01,1995,2,MON,NL,0,1,7,0,0,0,0,25,7,7,2,7,12,0.233,7.56,0,0,1,0,40,1,7,0,2,0 +delucri01,1995,1,SLN,NL,8,7,56,1,0,0,0,247,63,31,9,36,76,0.213,3.39,2,5,3,0,342,8,38,5,2,4 +deshaji01,1995,1,PHI,NL,0,1,2,2,0,0,0,16,15,12,3,1,6,0.484,20.25,0,0,0,0,32,0,12,0,0,0 +desiljo01,1995,1,BAL,AL,1,0,2,2,0,0,0,26,8,7,3,7,1,0.258,7.27,0,0,1,0,41,0,7,1,1,2 +dettmjo01,1995,1,TEX,AL,0,0,1,0,0,0,0,1,2,1,0,0,0,0.667,27.00,0,0,0,0,4,0,1,0,1,0 +deweyma01,1995,1,SFN,NL,1,0,27,0,0,0,0,95,30,11,2,17,32,0.254,3.13,6,1,0,0,137,5,12,1,1,4 +dibblro01,1995,1,CHA,AL,0,1,16,0,0,0,1,43,7,10,1,27,16,0.156,6.28,2,5,3,0,78,4,10,1,2,1 +dibblro01,1995,2,ML4,AL,1,1,15,0,0,0,0,36,9,11,1,19,10,0.225,8.25,0,3,0,0,65,4,11,2,4,0 +dipotje01,1995,1,NYN,NL,4,6,58,0,0,0,2,236,77,33,2,29,49,0.267,3.78,8,3,4,1,330,26,41,6,3,13 +dishmgl01,1995,1,SDN,NL,4,8,19,16,0,0,0,291,104,54,11,34,43,0.278,5.01,1,3,4,1,421,1,60,6,3,8 +doherjo02,1995,1,DET,AL,5,9,48,2,0,0,6,339,130,64,10,37,46,0.288,5.10,10,0,6,0,499,18,66,3,2,13 +doughji01,1995,1,HOU,NL,8,4,56,0,0,0,0,203,76,37,7,25,49,0.292,4.92,1,1,3,0,294,11,37,3,3,11 +drabedo01,1995,1,HOU,NL,10,9,31,31,2,1,0,555,205,98,18,54,143,0.282,4.77,4,8,8,1,797,0,104,4,3,10 +dunbama01,1995,1,FLO,NL,0,1,8,0,0,0,0,21,12,9,0,11,5,0.387,11.57,3,1,1,0,45,1,9,2,0,1 +dyermi01,1995,1,PIT,NL,4,5,55,0,0,0,0,224,81,36,9,30,53,0.281,4.34,3,4,5,1,327,15,40,3,1,12 +eckerde01,1995,1,OAK,AL,4,6,52,0,0,0,29,151,53,27,5,11,40,0.269,4.83,0,0,1,0,212,48,29,1,2,5 +eddych01,1995,1,OAK,AL,0,0,6,0,0,0,0,11,7,3,0,2,2,0.438,7.36,0,1,2,0,22,0,3,2,0,0 +edenfke01,1995,1,CAL,AL,0,0,7,0,0,0,0,38,15,6,1,5,6,0.300,4.26,0,3,0,0,56,3,7,0,1,3 +edensto01,1995,1,CHN,NL,1,0,5,0,0,0,0,9,6,2,0,3,2,0.400,6.00,0,0,0,0,18,1,3,0,0,0 +eilanda01,1995,1,NYA,AL,1,1,4,1,0,0,0,30,16,7,1,3,6,0.348,6.30,1,1,1,0,51,1,10,0,1,0 +eischjo01,1995,1,LAN,NL,0,0,17,0,0,0,0,61,19,7,1,11,15,0.232,3.10,1,1,2,0,95,8,9,0,0,1 +eldreca01,1995,1,ML4,AL,1,1,4,4,0,0,0,71,24,9,4,10,18,0.261,3.42,0,1,1,1,104,0,10,1,0,0 +elliodo01,1995,1,SDN,NL,0,0,1,0,0,0,0,6,2,0,0,1,3,0.250,0.00,0,0,0,0,9,1,0,0,0,0 +embreal01,1995,1,CLE,AL,3,2,23,0,0,0,1,74,23,14,2,16,23,0.253,5.11,0,1,0,0,111,8,16,2,2,2 +erickjo01,1995,1,PIT,NL,3,9,19,18,1,0,0,318,108,54,7,50,80,0.263,4.58,4,11,2,1,472,0,59,5,5,2 +ericksc01,1995,1,MIN,AL,4,6,15,15,0,0,0,263,102,58,11,32,45,0.291,5.95,0,1,4,0,390,0,61,2,1,8 +ericksc01,1995,2,BAL,AL,9,4,17,16,7,2,0,326,111,47,7,35,61,0.273,3.89,0,2,1,2,446,1,47,1,2,20 +eshelva01,1995,1,BOS,AL,6,3,23,14,0,0,0,245,86,44,3,36,41,0.272,4.85,0,4,1,0,356,4,47,0,3,12 +estessh01,1995,1,SFN,NL,0,3,3,3,0,0,0,52,16,13,2,5,14,0.229,6.75,0,4,1,0,76,0,14,0,0,1 +eversbr01,1995,1,MON,NL,0,0,25,0,0,0,0,63,22,12,2,9,8,0.268,5.14,2,1,1,0,95,5,13,1,2,1 +fajarhe01,1995,1,TEX,AL,0,0,5,0,0,0,0,45,19,13,2,5,9,0.311,7.80,0,3,1,0,67,1,13,0,0,2 +farrejo03,1995,1,CLE,AL,0,0,1,0,0,0,0,14,7,2,0,0,4,0.368,3.86,0,0,0,0,21,0,4,1,1,1 +fasseje01,1995,1,MON,NL,13,14,30,30,1,0,0,567,207,91,15,74,164,0.283,4.33,3,7,2,1,833,0,102,19,7,13 +fermira01,1995,1,OAK,AL,0,0,1,0,0,0,0,4,4,2,0,1,0,0.500,13.50,0,1,0,0,9,1,2,0,0,0 +fernaal01,1995,1,CHA,AL,12,8,30,30,5,2,0,611,200,86,19,65,159,0.255,3.80,7,3,0,0,858,0,98,4,6,17 +fernasi01,1995,1,BAL,AL,0,4,8,7,0,0,0,84,36,23,9,17,31,0.305,7.39,2,0,0,0,137,1,26,1,1,1 +fernasi01,1995,2,PHI,NL,6,1,11,11,0,0,0,194,48,24,11,21,79,0.200,3.34,0,0,1,1,263,0,25,1,0,1 +fettemi01,1995,1,ML4,AL,0,3,40,0,0,0,22,104,40,13,3,20,33,0.286,3.38,4,5,0,0,163,34,16,2,1,1 +finlech01,1995,1,CAL,AL,15,12,32,32,2,1,0,609,192,95,20,93,195,0.249,4.21,1,13,7,1,880,0,106,4,5,20 +flemida01,1995,1,SEA,AL,1,5,16,7,1,0,0,144,57,40,15,34,26,0.294,7.50,3,4,0,0,233,2,44,2,3,1 +flemida01,1995,2,KCA,AL,0,1,9,5,0,0,0,96,27,13,4,19,14,0.229,3.66,1,1,2,0,141,1,17,1,1,3 +fletcpa01,1995,1,PHI,NL,1,0,10,0,0,0,0,40,15,8,2,9,10,0.288,5.40,2,2,1,0,64,1,8,1,1,1 +floredo01,1995,1,NYN,NL,3,0,14,0,0,0,0,36,17,2,0,6,5,0.340,1.50,0,0,0,0,57,3,3,1,0,2 +floribr01,1995,1,SDN,NL,2,2,47,0,0,0,1,206,49,23,8,38,68,0.202,3.01,3,7,4,2,290,10,30,5,1,8 +fortuti01,1995,1,CHA,AL,1,3,37,0,0,0,0,116,30,24,7,19,24,0.213,5.59,2,5,0,3,163,11,24,1,2,2 +fossato01,1995,1,SLN,NL,3,0,58,0,0,0,0,110,28,6,1,10,40,0.214,1.47,3,1,1,0,145,20,6,2,1,3 +fosteke01,1995,1,CHN,NL,12,11,30,28,0,0,0,503,149,84,32,65,146,0.240,4.51,4,2,6,2,703,1,90,4,6,9 +francjo01,1995,1,NYN,NL,5,3,48,0,0,0,29,155,48,14,4,17,41,0.251,2.44,2,0,0,0,213,41,17,4,1,6 +frascjo01,1995,1,SLN,NL,1,1,14,4,0,0,0,98,39,16,3,16,21,0.298,4.41,1,0,2,0,151,3,19,1,1,2 +frasewi01,1995,1,MON,NL,2,1,22,0,0,0,2,77,25,16,6,9,12,0.248,5.61,1,2,3,0,114,6,17,1,0,2 +freemma02,1995,1,COL,NL,3,7,22,18,0,0,0,284,122,62,15,41,61,0.318,5.89,1,5,2,1,437,0,64,7,3,10 +freyst01,1995,1,SFN,NL,0,1,9,0,0,0,0,19,7,3,1,2,5,0.280,4.26,0,0,0,0,29,1,6,1,1,0 +freyst01,1995,2,SEA,AL,0,3,13,0,0,0,0,34,16,6,0,6,7,0.356,4.76,1,0,1,0,56,3,7,3,1,2 +freyst01,1995,3,PHI,NL,0,0,9,0,0,0,1,32,3,1,1,2,2,0.091,0.84,1,0,0,0,36,3,1,1,0,1 +garceri01,1995,1,CHN,NL,0,0,7,0,0,0,0,33,11,4,0,3,6,0.256,3.27,0,0,0,0,46,4,6,0,0,0 +garceri01,1995,2,FLO,NL,0,2,11,0,0,0,0,40,14,8,1,8,16,0.264,5.40,2,0,0,0,62,3,9,1,0,1 +gardimi01,1995,1,DET,AL,0,0,9,0,0,0,0,37,27,20,5,2,7,0.458,14.59,1,1,0,0,66,1,20,3,2,0 +gardnma01,1995,1,FLO,NL,5,5,39,11,1,1,1,307,109,51,14,43,87,0.272,4.49,5,3,5,1,456,7,60,7,0,9 +givenbr01,1995,1,ML4,AL,5,7,19,19,0,0,0,322,116,59,11,54,73,0.275,4.95,0,3,3,2,481,0,71,1,1,12 +glavito02,1995,1,ATL,NL,16,7,29,29,3,1,0,596,182,68,9,66,127,0.246,3.08,0,3,5,0,822,0,76,7,5,26 +gohrgr01,1995,1,DET,AL,1,0,10,0,0,0,0,31,9,1,0,3,12,0.243,0.87,0,1,0,0,41,1,1,1,0,3 +gomezpa01,1995,1,SFN,NL,0,0,18,0,0,0,0,42,16,8,2,12,15,0.276,5.14,1,0,0,1,70,3,8,0,0,0 +gordoto01,1995,1,KCA,AL,12,12,31,31,2,0,0,567,204,93,12,89,119,0.279,4.43,4,9,4,0,843,0,110,7,11,21 +gottji01,1995,1,PIT,NL,2,4,25,0,0,0,3,94,38,21,2,12,19,0.288,6.03,2,3,1,0,147,12,26,1,1,0 +gracemi02,1995,1,PHI,NL,1,1,2,2,0,0,0,34,10,4,0,4,7,0.238,3.18,0,0,0,0,47,0,4,1,0,0 +grahejo01,1995,1,COL,NL,4,3,17,9,0,0,0,170,69,32,6,27,27,0.301,5.08,2,3,3,2,265,0,42,3,3,6 +greento01,1995,1,PHI,NL,0,5,11,6,0,0,0,101,45,31,6,20,24,0.319,8.29,0,3,3,1,167,3,32,2,1,2 +greenty01,1995,1,PHI,NL,8,9,26,25,4,2,0,422,157,83,15,66,85,0.290,5.31,3,9,4,2,623,0,86,5,6,15 +greerke01,1995,1,SFN,NL,0,2,8,0,0,0,0,36,15,7,3,5,7,0.288,5.25,2,0,1,0,61,1,12,2,1,1 +grimsja01,1995,1,CLE,AL,0,0,15,2,0,0,1,102,37,23,4,32,25,0.289,6.09,1,7,2,0,165,2,24,1,2,8 +groombu01,1995,1,DET,AL,1,3,23,4,0,0,1,122,55,34,6,26,23,0.322,7.52,4,3,2,0,203,6,35,2,2,4 +groombu01,1995,2,FLO,NL,1,2,14,0,0,0,0,45,26,12,2,6,12,0.400,7.20,0,0,0,0,71,5,12,0,0,2 +grosske01,1995,1,TEX,AL,9,15,31,30,4,0,0,551,200,113,27,89,106,0.280,5.54,8,5,8,0,825,0,124,5,7,20 +grottma01,1995,1,CIN,NL,0,0,2,0,0,0,0,5,6,4,1,0,2,0.545,21.60,0,0,0,0,11,0,4,0,0,0 +guarded01,1995,1,MIN,AL,4,9,51,5,0,0,2,274,99,52,13,45,71,0.280,5.12,2,5,0,1,410,10,54,6,5,2 +gubicma01,1995,1,KCA,AL,12,14,33,33,3,2,0,640,222,89,21,62,81,0.272,3.75,2,4,6,1,898,0,97,9,6,21 +guettle01,1995,1,SEA,AL,0,0,23,0,0,0,1,51,21,13,1,11,11,0.300,6.88,0,0,3,0,85,3,13,1,0,1 +gundeer01,1995,1,NYN,NL,1,1,30,0,0,0,0,73,25,10,2,8,19,0.269,3.70,3,1,1,0,103,7,10,0,1,3 +gundeer01,1995,2,BOS,AL,2,1,19,0,0,0,0,37,13,7,0,9,9,0.295,5.11,1,0,2,0,58,1,7,2,1,1 +guthrma01,1995,1,MIN,AL,5,3,36,0,0,0,0,127,47,21,5,16,48,0.290,4.46,3,3,1,1,181,7,22,2,0,8 +guthrma01,1995,2,LAN,NL,0,2,24,0,0,0,0,59,19,8,1,9,19,0.241,3.66,2,2,1,0,91,7,11,2,0,0 +guzmaju01,1995,1,TOR,AL,4,14,24,24,3,0,0,406,151,95,13,73,94,0.281,6.32,6,8,3,0,619,0,101,3,2,10 +habyajo01,1995,1,SLN,NL,3,2,31,0,0,0,0,122,32,13,0,15,35,0.222,2.88,4,2,1,3,165,9,18,4,1,4 +habyajo01,1995,2,CAL,AL,1,2,28,0,0,0,0,98,36,15,2,12,25,0.279,4.13,0,2,1,0,146,7,16,2,2,1 +hallda01,1995,1,TOR,AL,0,2,17,0,0,0,3,49,21,8,2,9,11,0.309,4.41,0,0,0,0,77,11,9,0,0,2 +hamiljo02,1995,1,SDN,NL,6,9,31,30,2,2,0,613,189,70,17,56,123,0.246,3.08,5,2,11,0,850,1,89,12,4,22 +hammaat01,1995,1,CHA,AL,0,0,13,0,0,0,0,19,11,9,2,8,3,0.393,12.79,1,0,1,0,38,2,9,1,0,2 +hammoch01,1995,1,FLO,NL,9,6,25,24,3,2,0,483,157,68,17,47,126,0.256,3.80,2,3,9,1,683,0,73,7,7,12 +hamptmi01,1995,1,HOU,NL,9,8,24,24,0,0,0,452,141,56,13,49,115,0.247,3.35,3,3,4,1,641,0,73,11,5,12 +hancole01,1995,1,PIT,NL,0,0,11,0,0,0,0,42,10,3,0,2,6,0.196,1.93,0,2,0,0,54,3,3,0,0,3 +haneych01,1995,1,KCA,AL,3,4,16,13,1,0,0,244,78,33,7,33,31,0.262,3.65,0,2,2,0,338,0,35,1,4,16 +hansegr01,1995,1,LAN,NL,0,1,20,0,0,0,0,58,29,16,5,6,13,0.349,7.45,1,0,2,0,93,7,17,1,1,1 +hansoer01,1995,1,BOS,AL,15,5,29,29,1,1,0,560,187,88,17,59,139,0.258,4.24,0,5,1,0,800,0,94,6,8,14 +harikti01,1995,1,SEA,AL,0,0,1,0,0,0,0,10,7,6,1,1,1,0.412,16.20,0,0,0,0,18,1,6,0,0,0 +harkemi01,1995,1,OAK,AL,4,6,14,12,0,0,0,198,75,46,12,31,28,0.292,6.27,0,2,3,0,296,1,46,3,2,4 +harkemi01,1995,2,CAL,AL,4,3,12,8,1,0,0,184,80,31,12,16,28,0.311,4.55,2,0,1,0,277,0,32,1,2,1 +harnipe01,1995,1,NYN,NL,2,8,18,18,0,0,0,330,111,45,13,24,82,0.261,3.68,4,0,3,1,462,0,55,4,6,5 +harrige01,1995,1,PHI,NL,2,2,21,0,0,0,0,57,19,9,2,8,9,0.260,4.26,0,0,0,0,82,5,9,1,0,1 +harrige01,1995,2,BAL,AL,0,0,3,0,0,0,0,12,4,2,0,1,4,0.267,4.50,0,2,0,0,17,0,2,1,0,0 +harrigr01,1995,1,MON,NL,2,3,45,0,0,0,0,145,45,14,6,16,47,0.245,2.61,1,3,1,0,204,12,18,3,0,2 +harrigr02,1995,1,MIN,AL,0,5,7,6,0,0,0,98,50,32,5,16,21,0.355,8.82,0,3,0,0,160,0,35,1,2,3 +hartgde01,1995,1,HOU,NL,2,0,40,0,0,0,0,109,30,13,2,16,24,0.227,3.22,2,1,0,0,150,11,14,1,1,3 +hartlmi01,1995,1,BOS,AL,0,0,5,0,0,0,0,21,8,7,1,2,2,0.308,9.00,0,0,2,0,33,2,7,1,2,0 +hartlmi01,1995,2,BAL,AL,1,0,3,0,0,0,0,21,5,1,0,1,4,0.217,1.29,0,0,0,0,25,0,1,1,0,1 +harvebr01,1995,1,FLO,NL,0,0,1,0,0,0,0,0,2,3,1,1,0,1.000,,0,0,0,0,3,0,3,0,0,0 +hawkila01,1995,1,MIN,AL,2,3,6,6,1,0,0,81,39,26,3,12,9,0.339,8.67,0,1,1,1,131,0,29,0,3,3 +hayneji01,1995,1,BAL,AL,2,1,4,3,0,0,0,72,11,6,2,12,22,0.136,2.25,1,0,0,0,94,0,6,1,0,2 +helliri01,1995,1,TEX,AL,0,2,3,3,0,0,0,37,17,9,2,8,5,0.340,6.57,0,0,2,0,62,0,11,0,2,3 +henketo01,1995,1,SLN,NL,1,1,52,0,0,0,36,163,42,11,2,18,48,0.209,1.82,0,1,0,0,221,47,11,2,0,2 +hennemi01,1995,1,DET,AL,0,1,29,0,0,0,18,88,24,5,0,9,24,0.222,1.53,1,2,0,0,118,26,5,1,0,2 +hennemi01,1995,2,HOU,NL,0,1,21,0,0,0,8,63,21,7,1,4,19,0.266,3.00,1,3,2,0,87,18,7,0,2,1 +henrybu01,1995,1,MON,NL,7,9,21,21,1,1,0,380,133,40,11,28,60,0.275,2.84,3,0,2,1,524,0,47,7,3,16 +henrydo01,1995,1,NYN,NL,3,6,51,0,0,0,4,201,48,22,7,25,62,0.198,2.96,6,6,1,1,273,20,23,3,2,2 +henrydw01,1995,1,DET,AL,1,0,10,0,0,0,5,26,11,6,0,10,9,0.306,6.23,2,1,0,0,47,6,6,1,0,0 +hentgpa01,1995,1,TOR,AL,10,14,30,30,2,0,0,602,236,114,24,90,135,0.290,5.11,6,7,5,2,913,0,129,2,1,16 +heredgi01,1995,1,MON,NL,5,6,40,18,0,0,1,357,137,57,7,21,74,0.291,4.31,1,1,5,0,509,5,60,9,4,7 +heredwi01,1995,1,TEX,AL,0,1,6,0,0,0,0,36,9,5,2,15,6,0.225,3.75,2,0,0,0,58,0,5,2,1,2 +hermadu01,1995,1,SDN,NL,3,1,26,0,0,0,0,95,35,24,8,22,19,0.280,6.82,1,3,1,0,151,6,26,3,0,2 +hernaje02,1995,1,FLO,NL,0,0,7,0,0,0,0,21,12,9,2,3,5,0.400,11.57,1,0,1,0,36,3,9,1,1,0 +hernaro01,1995,1,CHA,AL,3,7,60,0,0,0,32,179,63,26,9,28,84,0.266,3.92,4,1,3,0,272,57,30,4,0,3 +hernaxa01,1995,1,CIN,NL,7,2,59,0,0,0,3,270,95,46,8,31,84,0.273,4.60,1,7,4,0,391,19,47,6,2,7 +hershor01,1995,1,CLE,AL,16,6,26,26,1,1,0,502,151,72,21,51,111,0.244,3.87,1,3,5,0,683,0,76,3,4,26 +hickebr01,1995,1,CHN,NL,2,3,38,0,0,0,1,95,36,24,3,15,28,0.283,6.82,4,3,0,0,144,8,28,2,0,3 +hickebr01,1995,2,COL,NL,1,0,18,0,0,0,0,50,33,22,5,13,12,0.407,11.88,1,2,1,1,95,5,24,0,0,2 +hillke01,1995,1,SLN,NL,6,7,18,18,0,0,0,331,125,62,16,45,50,0.286,5.06,4,3,0,0,493,0,71,9,2,12 +hillke01,1995,2,CLE,AL,4,1,12,11,1,0,0,224,77,33,5,32,48,0.268,3.98,0,3,1,0,324,0,36,3,1,10 +hitchst01,1995,1,NYA,AL,11,10,27,27,4,1,0,505,155,88,22,68,121,0.245,4.70,1,5,5,2,719,0,91,5,9,13 +hoffmtr01,1995,1,SDN,NL,7,4,55,0,0,0,31,160,48,23,10,14,52,0.235,3.88,3,1,0,0,218,51,25,0,0,3 +holmeda01,1995,1,COL,NL,6,1,68,0,0,0,14,200,59,24,3,28,61,0.237,3.24,3,7,1,1,286,33,26,5,3,3 +holzema01,1995,1,CAL,AL,0,1,12,0,0,0,0,25,11,5,1,7,5,0.306,5.40,1,0,1,0,45,5,6,1,0,1 +honeyri01,1995,1,OAK,AL,5,1,49,0,0,0,2,134,37,12,5,9,21,0.231,2.42,0,0,1,0,174,6,13,3,1,6 +honeyri01,1995,2,NYA,AL,0,0,3,0,0,0,0,3,2,3,1,1,0,0.400,27.00,0,0,0,0,6,0,3,0,0,0 +hookch01,1995,1,SFN,NL,5,1,45,0,0,0,0,157,55,32,7,29,40,0.274,5.50,3,2,3,0,239,14,33,3,3,4 +hopejo01,1995,1,PIT,NL,0,0,3,0,0,0,0,7,8,8,0,4,2,0.615,30.86,0,0,3,0,21,0,8,0,1,0 +horsmvi01,1995,1,MIN,AL,0,0,6,0,0,0,0,27,12,7,2,4,4,0.333,7.00,1,0,0,0,43,3,8,2,1,1 +howarch02,1995,1,TEX,AL,0,0,4,0,0,0,0,12,3,0,0,1,2,0.231,0.00,0,1,0,0,15,1,0,0,1,1 +howest01,1995,1,NYA,AL,6,3,56,0,0,0,2,147,66,27,7,17,28,0.324,4.96,3,1,4,0,230,20,29,3,2,5 +hudekjo01,1995,1,HOU,NL,2,2,19,0,0,0,7,60,19,12,3,5,29,0.247,5.40,0,2,0,0,83,16,12,1,0,1 +hudsojo02,1995,1,BOS,AL,0,1,39,0,0,0,1,138,53,21,2,23,29,0.301,4.11,1,6,2,0,205,11,21,3,1,6 +huismri01,1995,1,KCA,AL,0,0,7,0,0,0,0,29,14,8,2,1,12,0.333,7.45,0,0,0,0,44,2,8,1,0,0 +hurtaed01,1995,1,TOR,AL,5,2,14,10,1,0,0,233,81,47,11,40,33,0.275,5.45,3,11,5,0,345,0,50,2,3,6 +ignasmi01,1995,1,ML4,AL,4,1,25,0,0,0,0,119,51,26,5,23,26,0.325,5.90,3,1,2,0,186,2,27,1,3,8 +isrinja01,1995,1,NYN,NL,9,2,14,14,1,0,0,279,88,29,6,31,55,0.254,2.81,2,4,2,1,385,0,29,3,3,11 +jacksda02,1995,1,SLN,NL,2,12,19,19,2,1,0,302,120,66,10,48,52,0.303,5.90,1,6,6,0,467,0,82,10,7,10 +jacksmi02,1995,1,CIN,NL,6,1,40,0,0,0,2,147,38,13,5,19,41,0.213,2.39,1,1,1,1,200,10,13,1,1,2 +jacomja01,1995,1,NYN,NL,0,4,5,5,0,0,0,63,33,24,3,15,11,0.359,10.29,0,1,1,0,110,0,24,1,1,2 +jacomja01,1995,2,KCA,AL,4,6,15,14,1,0,0,252,101,50,15,21,39,0.300,5.36,2,0,1,1,364,0,52,2,3,7 +jamesmi01,1995,1,CAL,AL,3,0,46,0,0,0,1,167,49,24,6,26,36,0.238,3.88,2,1,3,0,237,11,27,2,0,6 +jarvike01,1995,1,CIN,NL,3,4,19,11,1,1,0,237,91,50,13,32,33,0.292,5.70,2,2,3,0,354,2,56,2,5,8 +johnsdo04,1995,1,OAK,AL,5,3,11,9,1,1,0,164,44,28,5,26,25,0.226,4.61,1,5,5,1,229,1,32,2,1,7 +johnsjo06,1995,1,BOS,AL,0,1,4,0,0,0,0,12,2,5,1,3,4,0.143,11.25,0,0,1,0,18,0,5,0,0,0 +johnsjo07,1995,1,FLO,NL,0,0,4,0,0,0,0,14,7,2,1,2,3,0.333,3.86,1,0,0,0,23,0,2,0,0,0 +johnsra05,1995,1,SEA,AL,18,2,30,30,6,3,0,643,159,59,12,65,294,0.201,2.48,1,5,6,2,866,0,65,2,1,6 +jonesbo03,1995,1,NYN,NL,10,10,30,30,3,1,0,587,209,91,20,53,127,0.274,4.19,6,2,7,1,839,0,107,11,6,16 +jonesdo01,1995,1,BAL,AL,0,4,52,0,0,0,22,140,55,26,6,16,42,0.286,5.01,2,0,2,0,211,47,30,1,0,5 +jonesto02,1995,1,HOU,NL,6,5,68,0,0,0,15,299,89,34,8,52,96,0.237,3.07,17,5,6,0,442,40,38,5,4,4 +jordari03,1995,1,TOR,AL,1,0,15,0,0,0,1,45,18,11,3,13,10,0.305,6.60,1,1,2,0,76,3,11,0,2,1 +judenje01,1995,1,PHI,NL,2,4,13,10,1,0,0,188,53,28,6,31,47,0.235,4.02,0,4,5,1,271,0,31,5,4,4 +kamiesc01,1995,1,NYA,AL,7,6,17,16,1,0,0,269,83,40,8,49,43,0.246,4.01,1,4,3,0,391,1,43,1,0,13 +karchma01,1995,1,CHA,AL,4,2,31,0,0,0,0,96,33,6,2,12,24,0.275,1.69,2,1,1,0,137,10,8,0,4,3 +karlsc01,1995,1,ML4,AL,6,7,25,18,1,0,0,372,141,57,10,50,59,0.288,4.14,6,0,3,0,548,3,65,3,3,16 +karpry01,1995,1,PHI,NL,0,0,1,0,0,0,0,6,1,1,0,3,2,0.143,4.50,0,1,0,0,10,0,1,0,0,0 +keyji01,1995,1,NYA,AL,1,2,5,5,0,0,0,91,40,19,3,6,14,0.323,5.64,1,1,0,0,134,0,20,3,1,3 +keysebr01,1995,1,CHA,AL,5,6,23,10,0,0,0,277,114,51,10,27,48,0.306,4.97,1,1,2,1,404,0,53,0,2,10 +kiefema01,1995,1,ML4,AL,4,1,24,0,0,0,0,149,37,19,6,27,41,0.203,3.44,2,4,0,0,209,7,20,0,0,7 +kileda01,1995,1,HOU,NL,4,12,25,21,0,0,0,381,114,70,5,73,113,0.240,4.96,2,11,12,1,570,1,81,7,3,8 +kingke01,1995,1,SEA,AL,0,0,2,0,0,0,0,11,7,5,0,1,3,0.412,12.27,0,1,1,0,20,0,5,0,1,0 +klingsc01,1995,1,BAL,AL,2,2,6,5,0,0,0,94,32,17,6,18,15,0.269,4.88,0,2,0,0,137,0,17,0,0,3 +klingsc01,1995,2,MIN,AL,0,2,18,4,0,0,0,145,69,46,16,24,27,0.340,8.57,0,5,4,0,236,4,48,3,1,5 +konusde01,1995,1,PIT,NL,0,0,1,0,0,0,0,1,3,2,0,1,0,1.000,54.00,0,0,0,0,5,0,2,1,0,0 +krivdri01,1995,1,BAL,AL,2,7,13,13,1,0,0,226,76,38,9,25,53,0.266,4.54,1,2,4,2,319,0,40,0,4,7 +kroonma01,1995,1,SDN,NL,0,1,2,0,0,0,0,5,1,2,0,2,2,0.200,10.80,0,0,0,0,7,1,2,0,0,0 +kruegbi01,1995,1,SDN,NL,0,0,6,0,0,0,0,23,13,6,1,4,6,0.371,7.04,1,2,0,0,41,0,6,2,0,0 +kruegbi01,1995,2,SEA,AL,2,1,6,5,0,0,0,60,37,13,4,4,10,0.407,5.85,1,1,0,0,96,1,17,1,0,5 +langsma01,1995,1,CAL,AL,15,7,31,31,2,1,0,601,212,103,21,64,142,0.272,4.63,1,5,3,1,859,0,109,11,3,14 +leema03,1995,1,BAL,AL,2,0,39,0,0,0,1,100,31,18,5,18,27,0.246,4.86,3,0,1,0,148,7,18,1,2,3 +leipeda01,1995,1,OAK,AL,1,1,24,0,0,0,0,68,23,9,3,13,10,0.258,3.57,1,0,1,0,103,3,10,0,0,3 +leipeda01,1995,2,MON,NL,0,2,26,0,0,0,2,66,16,7,2,6,12,0.200,2.86,0,0,0,1,88,7,8,2,0,0 +leiteal01,1995,1,TOR,AL,11,11,28,28,2,1,0,549,162,74,15,108,153,0.238,3.64,1,14,6,0,805,0,80,6,4,11 +leitema01,1995,1,SFN,NL,10,12,30,29,7,1,0,587,185,83,19,55,129,0.254,3.82,4,9,17,3,817,0,91,10,6,17 +leskacu01,1995,1,COL,NL,6,3,76,0,0,0,10,294,83,37,7,33,107,0.226,3.40,1,6,0,1,406,27,38,3,2,6 +lewisri01,1995,1,FLO,NL,0,1,21,1,0,0,0,108,30,15,9,15,32,0.224,3.75,5,1,1,2,152,6,15,2,0,2 +liebejo01,1995,1,PIT,NL,4,7,21,12,0,0,0,218,103,51,7,14,45,0.346,6.32,0,3,4,0,327,3,56,5,6,8 +lillide01,1995,1,BOS,AL,2,1,28,0,0,0,0,69,27,16,7,9,9,0.303,6.26,2,1,0,0,103,6,17,2,3,1 +limajo01,1995,1,DET,AL,3,9,15,15,0,0,0,221,85,50,10,18,37,0.288,6.11,4,5,4,0,320,0,52,2,1,7 +lintodo01,1995,1,KCA,AL,0,1,7,2,0,0,0,67,22,18,4,10,13,0.256,7.25,1,0,2,0,98,0,21,0,0,2 +lirafe01,1995,1,DET,AL,9,13,37,22,0,0,1,439,151,70,17,56,89,0.271,4.31,7,5,8,1,635,7,74,4,9,13 +lloydgr01,1995,1,ML4,AL,0,5,33,0,0,0,4,96,28,16,4,8,13,0.246,4.50,2,3,0,0,127,14,16,1,4,4 +loaizes01,1995,1,PIT,NL,8,9,32,31,1,0,0,518,205,99,21,55,85,0.300,5.16,3,6,5,1,762,0,115,10,9,16 +lomonke01,1995,1,NYN,NL,0,1,6,0,0,0,0,28,17,7,0,5,6,0.405,6.75,1,0,0,0,47,1,8,0,0,1 +loonebr01,1995,1,BOS,AL,0,1,3,1,0,0,0,14,12,9,1,4,2,0.545,17.36,1,0,0,0,29,0,9,1,2,1 +lopezal02,1995,1,CLE,AL,0,0,6,2,0,0,0,69,17,8,4,7,22,0.205,3.13,1,2,1,0,92,0,8,0,1,1 +lorraan01,1995,1,CHA,AL,0,0,5,0,0,0,0,24,3,3,0,2,5,0.111,3.38,0,0,1,0,30,2,3,0,0,0 +macdobo01,1995,1,NYA,AL,1,1,33,0,0,0,0,139,50,25,7,22,41,0.282,4.86,0,1,1,0,202,5,25,2,0,6 +maddugr01,1995,1,ATL,NL,19,2,28,28,10,3,0,629,147,38,8,23,181,0.197,1.63,3,1,4,0,785,0,39,9,1,16 +maddumi01,1995,1,PIT,NL,1,0,8,0,0,0,0,27,14,9,0,3,4,0.359,9.00,1,1,0,0,42,1,9,0,0,2 +maddumi01,1995,2,BOS,AL,4,1,36,4,0,0,1,269,86,36,5,15,65,0.247,3.61,3,5,2,0,367,6,40,1,1,7 +magnami01,1995,1,KCA,AL,1,1,28,0,0,0,0,134,45,21,6,16,28,0.268,4.23,1,2,2,0,190,7,23,2,2,5 +mahompa01,1995,1,MIN,AL,4,10,47,7,0,0,3,284,100,67,22,47,67,0.271,6.37,1,6,2,0,423,16,74,3,2,10 +mantema01,1995,1,FLO,NL,0,1,12,0,0,0,0,40,12,7,1,13,15,0.245,4.73,0,1,0,0,64,3,8,1,1,1 +manzajo01,1995,1,NYN,NL,1,2,12,0,0,0,0,48,18,14,3,6,14,0.273,7.88,2,5,0,0,73,4,15,0,1,0 +manzajo01,1995,2,NYA,AL,0,0,11,0,0,0,0,52,19,4,1,9,11,0.279,2.08,2,1,2,0,81,4,4,2,0,2 +manzara01,1995,1,PIT,NL,0,0,5,0,0,0,0,11,3,2,0,2,1,0.231,4.91,0,0,1,0,16,0,3,0,0,0 +marquis01,1995,1,CHA,AL,0,1,7,0,0,0,0,20,9,5,3,2,8,0.321,6.75,0,0,0,0,31,2,5,1,0,0 +martida01,1995,1,CHA,AL,0,0,1,0,0,0,0,3,0,0,0,2,0,0.000,0.00,0,0,0,0,5,1,0,0,0,0 +martide01,1995,1,CLE,AL,12,5,28,28,3,2,0,561,174,64,17,46,99,0.247,3.08,2,3,12,0,771,0,71,4,4,14 +martipe02,1995,1,MON,NL,14,10,30,30,2,2,0,584,158,76,21,66,174,0.227,3.51,1,5,11,2,784,0,79,7,3,10 +martipe03,1995,1,HOU,NL,0,0,25,0,0,0,0,62,29,17,3,16,17,0.330,7.40,1,0,2,1,109,3,18,2,1,1 +martira02,1995,1,LAN,NL,17,7,30,30,4,2,0,619,176,84,19,81,138,0.231,3.66,5,3,5,0,859,0,95,7,5,19 +mathete01,1995,1,FLO,NL,4,4,57,0,0,0,3,248,70,31,9,27,72,0.235,3.38,4,3,1,0,332,14,32,5,1,6 +mathetj01,1995,1,SLN,NL,1,1,23,0,0,0,2,89,21,5,1,11,28,0.200,1.52,1,2,0,0,120,12,7,4,0,2 +mauseti01,1995,1,SDN,NL,0,1,5,0,0,0,0,17,4,6,0,9,9,0.190,9.53,0,0,0,0,30,1,6,0,0,0 +maxcybr01,1995,1,DET,AL,4,5,41,0,0,0,0,157,61,40,6,31,20,0.293,6.88,7,6,2,2,247,14,48,3,3,9 +mayda02,1995,1,ATL,NL,0,0,2,0,0,0,0,12,10,5,0,0,1,0.500,11.25,0,0,0,0,21,1,5,0,1,1 +mcandja01,1995,1,ML4,AL,2,3,10,4,0,0,0,109,37,19,2,12,19,0.266,4.71,2,0,1,0,153,2,21,1,0,5 +mccaski01,1995,1,CHA,AL,6,4,55,1,0,0,2,243,97,44,10,33,50,0.302,4.89,4,10,5,0,365,17,50,3,3,11 +mccurje01,1995,1,PIT,NL,1,4,55,0,0,0,1,183,82,34,9,30,27,0.337,5.02,4,2,5,0,282,10,38,4,0,10 +mcdonbe01,1995,1,BAL,AL,3,6,14,13,1,0,0,240,67,37,10,38,62,0.224,4.16,3,4,3,2,342,1,40,0,2,5 +mcdowja01,1995,1,NYA,AL,15,10,30,30,8,2,0,653,211,95,25,78,157,0.254,3.93,1,9,5,1,927,0,106,8,6,13 +mcdowro01,1995,1,TEX,AL,7,4,64,0,0,0,4,255,86,38,5,34,49,0.277,4.02,7,1,6,1,362,26,39,6,5,16 +mcelrch01,1995,1,CIN,NL,3,4,44,0,0,0,0,121,46,27,5,15,27,0.291,6.02,3,1,1,0,178,11,29,1,3,2 +mcmicgr01,1995,1,ATL,NL,7,2,67,0,0,0,2,242,64,25,8,32,74,0.213,2.79,9,3,0,0,337,16,27,5,0,3 +mcmurcr01,1995,1,HOU,NL,0,1,11,0,0,0,0,31,15,9,0,9,4,0.357,7.84,1,2,1,0,56,3,11,2,2,0 +meachru01,1995,1,KCA,AL,4,3,49,0,0,0,2,179,72,33,6,19,30,0.304,4.98,5,0,1,0,262,26,36,1,4,7 +mecirji01,1995,1,SEA,AL,0,0,2,0,0,0,0,14,5,0,0,2,3,0.263,0.00,0,0,0,0,21,1,1,0,0,1 +menhapa01,1995,1,TOR,AL,1,4,21,9,1,0,0,236,72,43,9,47,50,0.248,4.92,4,6,6,0,350,6,49,3,4,10 +mercejo02,1995,1,ML4,AL,0,1,5,0,0,0,0,22,12,8,1,8,6,0.375,9.82,0,1,0,0,42,0,9,0,2,0 +merckke01,1995,1,ATL,NL,7,8,29,26,0,0,0,429,140,66,16,61,102,0.258,4.15,2,6,3,2,622,1,73,8,7,12 +mesajo01,1995,1,CLE,AL,3,0,62,0,0,0,46,192,49,8,3,17,58,0.216,1.13,2,5,0,0,250,57,9,4,2,8 +micelda01,1995,1,PIT,NL,4,4,58,0,0,0,21,174,61,30,7,28,56,0.270,4.66,5,4,4,0,264,51,30,2,4,1 +millsal01,1995,1,BAL,AL,3,0,21,0,0,0,0,69,30,19,4,18,16,0.309,7.43,4,1,2,0,118,1,20,0,1,0 +mimbsmi01,1995,1,PHI,NL,9,7,35,19,2,1,1,410,127,63,10,75,93,0.250,4.15,2,9,6,0,603,6,70,6,8,14 +minorbl01,1995,1,NYN,NL,4,2,35,0,0,0,1,140,44,19,6,13,43,0.253,3.66,1,3,1,0,192,10,21,4,0,2 +mintzst01,1995,1,SFN,NL,1,2,14,0,0,0,0,58,26,16,4,12,7,0.329,7.45,3,0,2,0,96,3,16,2,1,2 +miranan01,1995,1,ML4,AL,4,5,30,10,0,0,1,222,83,43,8,49,45,0.291,5.23,2,5,0,1,339,5,47,1,4,10 +mlickda01,1995,1,NYN,NL,9,7,29,25,0,0,0,482,160,76,23,54,123,0.256,4.26,2,5,4,1,696,1,82,8,5,6 +mohlemi01,1995,1,OAK,AL,1,1,28,0,0,0,1,71,16,8,0,18,15,0.198,3.04,1,1,0,0,100,6,8,1,0,4 +monteri01,1995,1,CAL,AL,1,0,9,0,0,0,0,27,8,2,1,3,5,0.267,2.00,0,0,0,0,36,2,2,1,2,2 +montgje01,1995,1,KCA,AL,2,3,54,0,0,0,31,197,60,25,7,25,49,0.252,3.43,4,1,2,1,275,46,27,5,5,13 +mooremi01,1995,1,DET,AL,5,15,25,25,1,0,0,398,179,111,24,68,64,0.323,7.53,3,8,2,0,632,0,118,4,4,9 +morelra01,1995,1,PIT,NL,0,1,5,0,0,0,0,19,6,2,0,2,3,0.300,2.84,1,0,0,0,23,0,2,1,0,3 +morgami01,1995,1,CHN,NL,2,1,4,4,0,0,0,74,19,6,2,9,15,0.216,2.19,1,0,1,0,100,0,8,2,0,3 +morgami01,1995,2,SLN,NL,5,6,17,17,1,0,0,320,114,46,10,25,46,0.283,3.88,1,6,5,0,448,0,48,10,5,16 +moyerja01,1995,1,BAL,AL,8,6,27,18,0,0,0,347,117,67,18,30,65,0.265,5.21,0,0,3,0,483,3,70,5,3,10 +mulhote01,1995,1,SFN,NL,5,13,29,24,2,0,0,447,190,96,25,38,65,0.313,5.80,1,4,4,0,666,2,112,11,6,14 +munozbo01,1995,1,PHI,NL,0,2,3,3,0,0,0,47,15,10,2,9,6,0.268,5.74,0,0,3,0,70,0,13,0,2,3 +munozmi01,1995,1,COL,NL,2,4,64,0,0,0,2,131,54,36,9,27,37,0.307,7.42,0,5,1,0,208,19,38,2,2,2 +munozos01,1995,1,MIN,AL,2,1,10,3,0,0,0,106,40,22,6,17,25,0.276,5.60,0,0,1,0,164,4,28,0,1,2 +murphro01,1995,1,LAN,NL,0,1,6,0,0,0,0,15,6,7,2,3,2,0.300,12.60,0,1,0,0,23,1,7,0,0,1 +murphro01,1995,2,FLO,NL,1,1,8,0,0,0,0,22,8,8,1,5,5,0.286,9.82,1,0,0,0,35,0,9,2,0,0 +murrama01,1995,1,ATL,NL,0,2,4,1,0,0,0,32,10,8,3,5,3,0.256,6.75,0,0,1,0,46,1,8,1,0,2 +murrama01,1995,2,BOS,AL,0,1,2,1,0,0,0,10,11,7,1,3,1,0.524,18.90,0,0,0,0,24,0,10,0,0,2 +mussimi01,1995,1,BAL,AL,19,9,32,32,7,4,0,665,187,81,24,50,158,0.226,3.29,4,2,1,0,882,0,86,2,2,14 +myersmi01,1995,1,FLO,NL,0,0,2,0,0,0,0,6,1,0,0,3,0,0.167,0.00,0,0,0,0,9,2,0,0,0,1 +myersmi01,1995,2,DET,AL,1,0,11,0,0,0,0,19,10,7,1,4,4,0.385,9.95,0,0,2,0,33,3,7,0,1,1 +myersra01,1995,1,CHN,NL,1,2,57,0,0,0,38,167,49,24,7,28,59,0.237,3.88,1,0,0,0,240,47,25,2,3,2 +nabhoch01,1995,1,CHN,NL,0,1,34,0,0,0,0,70,22,14,4,14,21,0.253,5.40,3,2,0,0,104,4,15,1,2,2 +nagych01,1995,1,CLE,AL,16,6,29,29,2,1,0,534,194,90,20,61,139,0.278,4.55,0,2,6,0,771,0,95,2,5,17 +navarja01,1995,1,CHN,NL,14,6,29,29,1,1,0,601,194,73,19,56,128,0.251,3.28,7,1,3,0,837,0,79,2,3,12 +neaglde01,1995,1,PIT,NL,13,8,31,31,5,1,0,629,221,80,20,45,150,0.273,3.43,3,6,3,0,876,0,91,13,6,18 +nelsoje01,1995,1,SEA,AL,7,3,62,0,0,0,2,236,58,19,4,27,96,0.209,2.17,5,1,6,0,318,24,21,5,3,7 +nenro01,1995,1,FLO,NL,0,7,62,0,0,0,23,197,62,24,6,23,68,0.244,3.29,3,2,1,0,279,54,26,0,1,4 +nichoro02,1995,1,ATL,NL,0,0,5,0,0,0,0,20,14,4,3,5,3,0.424,5.40,1,0,0,0,38,0,11,0,0,0 +nichtch01,1995,1,TEX,AL,0,0,13,0,0,0,0,73,36,19,1,13,6,0.343,7.03,1,3,1,0,122,3,19,1,2,2 +niedda01,1995,1,COL,NL,0,0,2,0,0,0,0,13,11,10,2,3,3,0.458,20.77,0,0,0,0,27,0,10,0,0,0 +nitkocj01,1995,1,CIN,NL,1,3,9,7,0,0,0,97,41,22,4,15,18,0.306,6.12,1,1,2,2,154,0,25,2,1,2 +nitkocj01,1995,2,DET,AL,1,4,11,11,0,0,0,118,53,31,7,20,13,0.335,7.09,2,1,3,0,184,0,32,0,3,3 +nomohi01,1995,1,LAN,NL,13,6,28,28,4,3,0,574,124,54,14,78,236,0.182,2.54,2,19,5,5,780,0,63,11,4,4 +ogeach01,1995,1,CLE,AL,8,3,20,14,1,0,0,319,95,36,11,29,57,0.234,3.05,0,3,1,1,442,3,38,0,5,3 +olivaom01,1995,1,COL,NL,1,3,11,6,0,0,0,95,44,26,4,21,15,0.349,7.39,0,4,2,0,151,1,28,1,1,7 +olivaom01,1995,2,PHI,NL,0,1,5,0,0,0,0,30,11,6,1,2,7,0.282,5.40,0,0,1,0,44,3,6,1,1,0 +oliveda02,1995,1,TEX,AL,4,2,17,7,0,0,0,147,47,23,3,32,39,0.257,4.22,1,4,1,0,222,2,25,5,1,2 +olsongr01,1995,1,CLE,AL,0,0,3,0,0,0,0,8,5,4,1,2,0,0.417,13.50,0,0,0,0,14,2,4,0,0,0 +olsongr01,1995,2,KCA,AL,3,3,20,0,0,0,3,91,23,11,3,17,21,0.215,3.26,2,1,0,0,127,10,11,1,2,3 +ontivst02,1995,1,OAK,AL,9,6,22,22,2,1,0,389,144,63,12,38,77,0.283,4.37,0,5,4,0,558,0,75,2,6,15 +oquismi01,1995,1,BAL,AL,2,1,27,0,0,0,0,162,51,25,6,41,27,0.246,4.17,3,2,2,0,255,2,27,1,4,2 +oroscje01,1995,1,BAL,AL,2,4,65,0,0,0,3,149,28,18,4,27,58,0.169,3.26,7,2,1,1,200,23,19,2,4,5 +osbordo01,1995,1,SLN,NL,4,6,19,19,0,0,0,340,112,48,17,34,82,0.260,3.81,2,0,2,0,477,0,58,8,3,9 +osunaan01,1995,1,LAN,NL,2,4,39,0,0,0,0,134,39,22,5,20,46,0.241,4.43,2,1,1,0,186,8,22,2,1,4 +paintla01,1995,1,COL,NL,3,0,33,1,0,0,1,136,55,22,9,10,36,0.296,4.37,0,4,2,1,198,7,23,0,0,5 +palacvi01,1995,1,SLN,NL,2,3,20,5,0,0,0,121,48,26,7,19,34,0.300,5.80,1,1,2,0,184,3,29,2,1,3 +parkch01,1995,1,LAN,NL,0,0,2,1,0,0,0,12,2,2,1,2,7,0.143,4.50,0,0,0,1,16,0,2,0,0,0 +parrajo01,1995,1,LAN,NL,0,0,8,0,0,0,0,31,10,5,2,6,7,0.256,4.35,1,0,1,1,47,0,8,0,1,1 +parrajo01,1995,2,MIN,AL,1,5,12,12,0,0,0,185,83,52,11,22,29,0.313,7.59,0,3,2,0,292,0,59,0,3,7 +parreje01,1995,1,SLN,NL,4,7,59,0,0,0,0,230,71,31,8,28,71,0.243,3.64,5,7,1,0,328,17,33,5,2,5 +parrist01,1995,1,PIT,NL,6,6,15,15,1,1,0,246,89,49,12,33,61,0.283,5.38,1,4,7,0,360,0,49,3,2,5 +pattebo01,1995,1,CAL,AL,5,2,62,0,0,0,0,160,48,18,6,13,41,0.246,3.04,3,0,1,1,212,20,18,2,1,5 +patteje01,1995,1,NYA,AL,0,0,3,0,0,0,0,10,3,1,1,3,3,0.231,2.70,0,0,0,0,16,3,1,0,0,0 +pavlada01,1995,1,NYA,AL,0,0,4,0,0,0,0,17,8,2,0,0,3,0.333,3.18,0,0,0,0,24,1,2,0,0,0 +pavliro01,1995,1,TEX,AL,10,10,31,31,2,1,0,575,174,93,19,90,149,0.243,4.37,5,10,4,1,819,0,96,4,5,18 +penaal01,1995,1,BOS,AL,1,1,17,0,0,0,0,73,33,20,5,12,25,0.314,7.40,2,0,0,0,117,5,23,0,0,2 +penaal01,1995,2,FLO,NL,2,0,13,0,0,0,0,54,11,3,2,3,21,0.169,1.50,1,0,0,0,68,4,3,0,0,0 +penaal01,1995,3,ATL,NL,0,0,14,0,0,0,0,39,11,6,1,4,18,0.224,4.15,0,0,0,0,53,2,6,0,0,1 +pennibr01,1995,1,BAL,AL,0,1,8,0,0,0,0,20,3,6,1,11,10,0.136,8.10,1,1,0,0,33,2,7,0,0,1 +pennibr01,1995,2,CIN,NL,0,0,6,0,0,0,0,29,9,6,0,11,7,0.273,5.59,0,3,1,0,47,2,8,0,2,0 +percitr01,1995,1,CAL,AL,3,2,62,0,0,0,3,222,37,16,6,26,94,0.147,1.95,2,2,1,2,284,16,19,4,1,1 +perezca01,1995,1,MON,NL,10,8,28,23,2,1,0,424,142,58,18,28,106,0.257,3.69,2,8,5,4,592,2,61,6,1,9 +perezme01,1995,1,NYA,AL,5,5,13,12,1,0,0,208,70,43,10,31,44,0.261,5.58,2,4,1,0,304,1,46,1,3,3 +perezmi01,1995,1,CHN,NL,2,6,68,0,0,0,2,214,72,29,8,27,49,0.268,3.66,8,4,4,0,308,18,30,5,3,5 +perezyo01,1995,1,FLO,NL,2,6,69,0,0,0,1,140,35,27,6,28,47,0.203,5.21,4,2,2,0,205,11,29,2,1,2 +persoro01,1995,1,NYN,NL,1,0,3,1,0,0,0,36,5,1,1,2,10,0.119,0.75,0,0,0,0,44,0,1,0,0,0 +petkoma01,1995,1,SLN,NL,6,6,26,21,1,1,0,412,136,61,11,35,71,0.262,4.00,3,1,6,1,569,1,71,4,4,18 +pettian01,1995,1,NYA,AL,12,9,31,26,3,0,0,525,183,81,15,63,114,0.272,4.17,3,8,1,1,745,1,86,4,5,16 +phoenst01,1995,1,OAK,AL,0,0,1,0,0,0,0,5,3,6,1,3,3,0.429,32.40,0,0,0,0,11,0,6,1,0,0 +pichahi01,1995,1,KCA,AL,8,4,44,0,0,0,1,192,66,31,4,30,43,0.265,4.36,7,4,4,1,287,16,34,3,1,6 +piercje01,1995,1,BOS,AL,0,3,12,0,0,0,0,45,16,11,0,14,12,0.286,6.60,4,0,0,0,72,2,12,1,1,2 +pittsji01,1995,1,KCA,AL,0,0,1,1,0,0,0,10,7,5,3,1,0,0.438,13.50,0,0,0,0,17,0,5,0,0,1 +plesada01,1995,1,PIT,NL,4,4,58,0,0,0,3,181,53,24,3,27,57,0.237,3.58,7,1,1,0,259,16,26,4,3,5 +plunker01,1995,1,CLE,AL,6,2,56,0,0,0,2,192,48,19,5,27,71,0.211,2.67,2,3,4,0,263,22,19,2,2,4 +pooleji02,1995,1,CLE,AL,3,3,42,0,0,0,0,151,40,21,7,17,41,0.217,3.75,0,2,2,1,206,9,22,1,2,4 +portuma01,1995,1,SFN,NL,5,5,17,17,1,0,0,312,106,48,10,34,63,0.262,4.15,2,2,2,0,445,0,56,5,0,11 +portuma01,1995,2,CIN,NL,6,5,14,14,0,0,0,233,79,33,7,22,33,0.262,3.82,0,5,2,0,330,0,35,4,1,5 +powelja04,1995,1,FLO,NL,0,0,9,0,0,0,0,25,7,1,0,6,4,0.241,1.08,1,0,2,0,38,1,2,1,0,1 +powelro01,1995,1,HOU,NL,0,0,15,0,0,0,0,27,16,11,1,11,8,0.381,11.00,4,1,0,0,55,1,12,1,1,0 +powelro01,1995,2,PIT,NL,0,2,12,3,0,0,0,62,20,12,5,10,12,0.253,5.23,0,3,2,0,93,5,14,2,0,3 +prietar01,1995,1,OAK,AL,2,6,14,9,1,0,0,174,57,32,4,32,37,0.264,4.97,1,4,5,1,258,1,35,3,2,7 +pughti01,1995,1,CIN,NL,6,5,28,12,0,0,0,295,100,42,13,32,38,0.267,3.84,2,3,1,1,413,4,46,2,2,11 +pulsibi01,1995,1,NYN,NL,5,7,17,17,2,0,0,380,122,56,11,45,81,0.255,3.98,0,2,4,1,530,0,58,2,1,16 +quantpa01,1995,1,PHI,NL,11,12,33,29,0,0,0,538,212,93,20,44,103,0.295,4.67,3,0,6,3,784,1,102,9,6,14 +radinsc01,1995,1,CHA,AL,2,1,46,0,0,0,1,114,46,23,7,17,14,0.309,5.45,4,0,0,0,171,10,23,1,4,3 +radkebr01,1995,1,MIN,AL,11,14,29,28,2,1,0,543,195,107,32,47,75,0.275,5.32,0,4,4,0,772,0,112,2,9,14 +rapppa01,1995,1,FLO,NL,14,7,28,28,3,2,0,502,158,64,10,76,102,0.253,3.44,2,7,7,0,716,0,72,8,0,16 +rasmude01,1995,1,KCA,AL,0,1,5,1,0,0,0,30,13,10,3,8,6,0.302,9.00,2,2,0,0,51,1,10,0,0,0 +reedri01,1995,1,CIN,NL,0,0,4,3,0,0,0,51,18,11,5,3,10,0.273,5.82,0,0,0,0,70,1,12,1,0,1 +reedst01,1995,1,COL,NL,5,2,71,0,0,0,3,252,61,20,8,21,79,0.203,2.14,3,0,1,2,327,15,24,3,1,6 +rekarbr01,1995,1,COL,NL,4,6,15,14,1,0,0,255,95,47,11,24,60,0.282,4.98,2,3,3,2,375,0,51,7,4,3 +remlimi01,1995,1,NYN,NL,0,1,5,0,0,0,0,17,7,4,1,2,6,0.292,6.35,0,0,0,0,27,4,5,1,0,0 +remlimi01,1995,2,CIN,NL,0,0,2,0,0,0,0,3,2,1,0,3,1,0.500,9.00,0,0,0,0,7,0,1,0,0,0 +reyesal01,1995,1,ML4,AL,1,1,27,0,0,0,1,100,19,9,3,18,29,0.167,2.43,2,0,3,0,138,13,9,1,2,2 +reyesca01,1995,1,OAK,AL,4,6,40,1,0,0,0,207,71,39,10,28,48,0.264,5.09,4,5,5,0,306,19,43,4,0,5 +reynoar02,1995,1,COL,NL,7,7,20,18,0,0,0,279,116,55,12,36,40,0.316,5.32,3,2,5,0,418,0,61,8,2,3 +reynosh01,1995,1,HOU,NL,10,11,30,30,3,2,0,568,196,73,15,37,175,0.263,3.47,6,7,2,1,792,0,87,8,0,12 +rhodear01,1995,1,BAL,AL,2,5,19,9,0,0,0,226,68,52,13,48,77,0.239,6.21,1,3,0,1,336,3,53,4,0,1 +riccich01,1995,1,PHI,NL,1,0,7,0,0,0,0,30,9,2,0,3,9,0.273,1.80,0,0,1,0,40,3,2,1,2,1 +righeda01,1995,1,CHA,AL,3,2,10,9,0,0,0,148,65,23,6,18,29,0.325,4.20,0,0,0,0,221,1,24,1,2,5 +rightro01,1995,1,ML4,AL,2,1,34,0,0,0,1,110,35,22,3,18,22,0.271,5.40,3,1,5,0,160,13,23,5,3,8 +rijojo01,1995,1,CIN,NL,5,4,14,14,0,0,0,207,76,32,6,22,62,0.285,4.17,1,3,0,0,295,0,33,3,3,8 +rislebi01,1995,1,SEA,AL,2,1,45,0,0,0,1,181,55,21,7,18,65,0.244,3.13,1,2,1,0,249,5,21,2,3,5 +ritzke01,1995,1,COL,NL,11,11,31,28,0,0,2,520,171,81,16,65,120,0.259,4.21,3,6,6,0,743,3,91,8,5,16 +riverma01,1995,1,NYA,AL,5,3,19,10,0,0,0,201,71,41,11,30,51,0.266,5.51,0,0,2,1,301,2,43,0,2,2 +riverro01,1995,1,CHN,NL,0,0,7,0,0,0,0,15,8,3,1,2,2,0.381,5.40,0,0,0,0,23,2,3,0,0,0 +roajo01,1995,1,CLE,AL,0,1,1,1,0,0,0,18,9,4,1,2,0,0.360,6.00,0,0,0,0,28,0,4,1,0,1 +roberri02,1995,1,MIN,AL,2,0,25,4,1,0,0,155,48,22,4,31,38,0.253,3.83,4,0,0,1,228,8,28,5,2,7 +robersi01,1995,1,ML4,AL,6,4,26,13,0,0,0,253,102,54,16,37,40,0.307,5.76,3,3,8,0,379,8,55,0,2,15 +robinke01,1995,1,TOR,AL,1,2,21,0,0,0,0,117,25,16,7,22,31,0.179,3.69,1,1,2,0,167,9,21,1,2,1 +rodrife01,1995,1,LAN,NL,1,1,11,0,0,0,0,32,11,3,2,5,5,0.275,2.53,0,0,0,0,45,5,3,0,0,2 +rodrifr02,1995,1,BOS,AL,0,2,9,2,0,0,0,46,21,18,3,10,14,0.323,10.57,1,4,0,0,75,1,19,0,0,0 +rodrifr02,1995,2,MIN,AL,5,6,16,16,0,0,0,271,93,54,8,47,45,0.269,5.38,0,5,5,0,403,0,64,1,4,14 +rodriri02,1995,1,SLN,NL,0,0,1,0,0,0,0,5,0,0,0,0,0,0.000,0.00,0,0,0,0,4,0,0,0,0,1 +rogerji02,1995,1,TOR,AL,2,4,19,0,0,0,0,71,21,15,4,18,13,0.239,5.70,4,0,0,0,110,9,15,3,1,0 +rogerke01,1995,1,TEX,AL,17,7,31,31,3,1,0,624,192,78,26,76,140,0.243,3.38,1,8,2,1,877,0,87,3,5,18 +rojasme01,1995,1,MON,NL,1,4,59,0,0,0,30,203,69,31,2,29,61,0.262,4.12,4,6,7,0,302,48,32,2,1,5 +roperjo01,1995,1,CIN,NL,0,0,2,2,0,0,0,21,13,8,3,4,6,0.406,10.29,0,0,0,1,37,0,9,1,0,0 +roperjo01,1995,2,SFN,NL,0,0,1,0,0,0,0,3,2,3,0,2,0,0.500,27.00,0,0,0,0,7,0,3,0,1,0 +rossejo01,1995,1,SFN,NL,2,1,9,5,0,0,0,90,39,29,5,20,7,0.342,8.70,2,0,0,1,140,0,29,2,4,7 +rueteki01,1995,1,MON,NL,5,3,9,9,1,1,0,142,38,17,3,9,28,0.224,3.23,0,0,1,0,184,0,17,4,0,4 +ruffcsc01,1995,1,CHA,AL,0,0,4,0,0,0,0,24,10,7,0,13,5,0.333,7.88,0,0,2,0,46,0,7,1,0,2 +ruffibr01,1995,1,COL,NL,0,1,37,0,0,0,11,102,26,8,1,19,23,0.222,2.12,1,1,0,0,140,19,8,4,0,5 +ruffijo01,1995,1,CIN,NL,0,0,10,0,0,0,0,40,4,2,0,11,11,0.093,1.35,0,3,0,0,54,6,3,0,0,2 +russeje01,1995,1,TEX,AL,1,0,37,0,0,0,20,98,36,11,3,9,21,0.277,3.03,1,1,0,0,139,32,12,0,0,3 +ryanke01,1995,1,BOS,AL,0,4,28,0,0,0,7,98,34,18,4,24,34,0.268,4.96,6,1,1,0,153,20,20,1,0,3 +saberbr01,1995,1,NYN,NL,5,5,16,16,3,0,0,330,105,41,13,20,71,0.251,3.35,2,2,5,0,452,0,45,5,3,9 +saberbr01,1995,2,COL,NL,2,1,9,9,0,0,0,129,60,30,8,13,29,0.323,6.28,1,1,5,0,206,0,33,2,0,4 +sageraj01,1995,1,COL,NL,0,0,10,0,0,0,0,44,19,12,1,7,10,0.311,7.36,1,0,0,0,70,2,16,2,0,1 +sandesc01,1995,1,CAL,AL,1,3,7,7,0,0,0,118,48,18,6,4,23,0.298,4.12,1,0,2,1,170,0,23,1,2,2 +sandesc02,1995,1,SDN,NL,5,5,17,15,1,0,0,270,79,43,14,31,88,0.228,4.30,4,6,2,1,383,0,46,2,2,1 +sanfomo01,1995,1,MIN,AL,0,0,11,0,0,0,0,56,16,11,7,16,17,0.225,5.30,0,1,2,0,89,6,11,0,0,0 +scanlbo01,1995,1,ML4,AL,4,7,17,14,0,0,0,250,101,61,9,44,29,0.304,6.59,3,3,7,0,389,1,66,0,6,14 +scheiri02,1995,1,FLO,NL,0,0,6,0,0,0,0,31,14,7,1,7,10,0.341,6.10,0,1,0,0,50,1,7,1,1,0 +schilcu01,1995,1,PHI,NL,7,5,17,17,1,0,0,348,96,46,12,26,114,0.220,3.57,2,0,3,1,473,0,52,5,2,5 +schmicu01,1995,1,MON,NL,0,0,11,0,0,0,0,31,15,8,1,9,7,0.357,6.97,0,0,2,0,54,0,8,1,0,3 +schmija01,1995,1,ATL,NL,2,2,9,2,0,0,0,75,27,16,2,18,19,0.287,5.76,3,1,1,0,119,1,17,2,4,2 +schoupe01,1995,1,CIN,NL,18,7,29,29,2,0,0,571,158,68,17,45,160,0.228,3.22,3,1,8,1,754,0,72,4,4,14 +schuler01,1995,1,MIN,AL,0,0,37,0,0,0,0,141,66,36,8,22,21,0.332,6.89,1,5,1,0,225,16,36,2,1,4 +scottti01,1995,1,MON,NL,2,0,62,0,0,0,2,190,52,28,6,23,57,0.222,3.98,2,4,6,0,268,15,30,4,1,2 +seaneru01,1995,1,LAN,NL,1,3,37,0,0,0,3,104,39,26,5,18,29,0.285,6.75,3,0,1,0,159,12,27,3,0,1 +seleaa01,1995,1,BOS,AL,3,1,6,6,0,0,0,97,32,11,3,14,21,0.252,3.06,0,3,3,0,146,0,14,1,1,2 +servisc01,1995,1,SFN,NL,3,1,28,0,0,0,0,93,18,11,4,20,30,0.176,3.19,4,3,2,0,129,6,11,3,2,2 +shawje01,1995,1,MON,NL,1,6,50,0,0,0,3,187,58,32,4,26,45,0.250,4.62,4,0,3,0,268,17,35,6,1,7 +shawje01,1995,2,CHA,AL,0,0,9,0,0,0,0,29,12,7,2,1,6,0.316,6.52,0,0,1,0,41,1,7,1,0,1 +shephke01,1995,1,BOS,AL,0,0,2,0,0,0,0,3,4,4,0,2,0,0.571,36.00,0,0,0,0,9,0,4,0,0,0 +shueypa01,1995,1,CLE,AL,0,2,7,0,0,0,0,19,5,3,0,5,5,0.238,4.26,0,1,0,0,28,3,4,2,0,0 +simasbi01,1995,1,CHA,AL,1,1,14,0,0,0,0,42,15,4,1,10,16,0.273,2.57,2,1,1,0,66,4,5,0,0,1 +sirotmi01,1995,1,CHA,AL,1,2,6,6,0,0,0,103,39,16,2,17,19,0.298,4.19,0,2,0,0,152,0,16,1,3,4 +slocuhe01,1995,1,PHI,NL,5,6,61,0,0,0,32,196,64,21,2,35,63,0.257,2.89,3,3,1,0,289,54,26,4,0,7 +slusajo01,1995,1,ML4,AL,1,1,12,0,0,0,0,45,21,9,3,6,6,0.333,5.40,1,0,2,0,73,6,11,1,1,2 +smallaa01,1995,1,FLO,NL,1,0,7,0,0,0,0,19,7,1,1,6,5,0.269,1.42,0,0,0,0,32,1,2,0,0,0 +smilejo01,1995,1,CIN,NL,12,5,28,27,1,0,0,530,173,68,11,39,124,0.263,3.46,3,5,4,1,724,0,72,17,5,21 +smithle02,1995,1,CAL,AL,0,5,52,0,0,0,37,148,42,19,3,25,43,0.237,3.47,4,1,1,0,209,51,19,3,3,1 +smithpe02,1995,1,CIN,NL,1,2,11,2,0,0,0,73,30,18,8,7,14,0.319,6.66,1,1,1,0,106,3,19,1,3,5 +smithza01,1995,1,BOS,AL,8,8,24,21,0,0,0,332,144,69,7,23,47,0.316,5.61,1,0,1,1,484,0,78,0,5,16 +smoltjo01,1995,1,ATL,NL,12,7,29,29,2,1,0,578,166,68,15,72,193,0.232,3.18,8,13,4,0,808,0,76,13,5,12 +sodowcl01,1995,1,DET,AL,2,2,6,6,0,0,0,70,24,13,4,18,14,0.258,5.01,0,1,0,1,112,0,15,1,0,2 +sparkst01,1995,1,ML4,AL,9,11,33,27,3,0,0,606,210,104,17,86,96,0.274,4.63,1,5,5,1,875,2,111,5,12,30 +sprinde01,1995,1,PHI,NL,0,3,4,4,0,0,0,67,21,12,3,9,15,0.256,4.84,1,1,1,0,94,0,15,2,0,2 +sprinru01,1995,1,CAL,AL,1,2,19,6,0,0,1,155,60,35,11,25,38,0.290,6.10,1,1,5,0,238,3,37,1,0,5 +sprinru01,1995,2,PHI,NL,0,0,14,0,0,0,0,80,22,11,5,10,32,0.227,3.71,3,1,2,0,112,3,11,1,2,0 +stantmi02,1995,1,ATL,NL,1,1,26,0,0,0,1,58,31,12,3,6,13,0.369,5.59,2,1,1,1,94,10,14,2,1,1 +stantmi02,1995,2,BOS,AL,1,0,22,0,0,0,0,63,17,7,3,8,10,0.224,3.00,0,1,0,0,84,12,9,0,0,3 +steveda01,1995,1,MIN,AL,5,4,56,0,0,0,10,197,74,37,14,32,47,0.285,5.07,1,2,1,0,302,34,40,4,5,4 +stewada01,1995,1,OAK,AL,3,7,16,16,0,0,0,243,101,62,11,39,58,0.305,6.89,1,8,2,1,381,0,65,6,3,3 +stottto01,1995,1,OAK,AL,14,7,31,31,2,0,0,629,228,106,26,80,205,0.276,4.55,7,11,6,0,920,0,117,4,4,18 +sturtta01,1995,1,CHN,NL,0,0,2,0,0,0,0,6,2,2,1,1,0,0.250,9.00,0,0,0,0,9,0,2,0,0,0 +sullisc01,1995,1,CIN,NL,0,0,3,0,0,0,0,11,4,2,0,2,2,0.286,4.91,0,0,0,0,17,1,2,1,0,0 +suppaje01,1995,1,BOS,AL,1,2,8,3,0,0,0,68,29,15,4,5,19,0.312,5.96,1,0,0,0,100,1,15,1,1,2 +swartda01,1995,1,CHN,NL,0,0,7,0,0,0,0,22,5,0,0,3,5,0.208,0.00,1,0,0,0,27,2,2,0,0,1 +swiftbi02,1995,1,COL,NL,9,3,19,19,0,0,0,317,122,58,12,43,68,0.296,4.94,2,2,1,0,463,0,62,6,1,13 +swindgr01,1995,1,HOU,NL,10,9,33,26,1,1,0,459,180,76,21,39,96,0.297,4.47,2,3,2,0,659,3,86,4,8,11 +tabakje01,1995,1,SDN,NL,0,0,10,0,0,0,0,19,10,5,1,5,6,0.370,7.11,1,1,0,0,32,3,5,0,0,1 +tabakje01,1995,2,HOU,NL,1,0,24,0,0,0,0,73,17,6,1,12,19,0.202,2.22,0,0,0,0,96,3,6,0,0,3 +tapanke01,1995,1,MIN,AL,6,11,20,20,3,1,0,401,155,73,21,34,88,0.290,4.92,2,3,4,0,579,0,79,3,3,13 +tapanke01,1995,2,LAN,NL,4,2,13,11,0,0,0,171,72,32,8,14,43,0.306,5.05,2,1,1,0,255,0,37,3,2,2 +tavarju01,1995,1,CLE,AL,10,2,57,0,0,0,0,255,76,23,7,21,68,0.235,2.44,0,3,3,2,350,15,36,0,2,6 +taylosc02,1995,1,TEX,AL,1,2,3,3,0,0,0,46,25,16,6,5,10,0.379,9.39,0,0,0,0,71,0,16,0,0,5 +telghda01,1995,1,NYN,NL,1,2,7,4,0,0,0,77,34,16,4,7,16,0.318,5.61,3,0,0,1,118,2,18,3,1,1 +tewksbo01,1995,1,TEX,AL,8,7,21,21,4,1,0,389,169,66,8,20,53,0.319,4.58,4,4,3,0,561,0,75,6,3,17 +thobejj01,1995,1,MON,NL,0,0,4,0,0,0,0,12,6,4,0,3,0,0.333,9.00,0,1,0,0,21,2,4,0,0,0 +thobeto01,1995,1,ATL,NL,0,0,3,0,0,0,0,10,7,4,0,0,2,0.412,10.80,0,0,0,0,17,1,4,0,0,0 +thomala01,1995,1,CHA,AL,0,0,17,0,0,0,0,41,8,2,1,6,12,0.167,1.32,1,1,0,0,54,5,2,0,0,1 +thomami01,1995,1,ML4,AL,0,0,1,0,0,0,0,4,2,0,0,1,0,0.333,0.00,0,0,0,0,7,0,0,0,0,0 +thompma01,1995,1,COL,NL,2,3,21,5,0,0,0,153,73,37,7,22,30,0.349,6.53,2,2,1,0,240,3,42,4,4,7 +timlimi01,1995,1,TOR,AL,4,3,31,0,0,0,5,126,38,10,1,17,36,0.242,2.14,5,3,2,1,179,19,13,3,0,3 +torredi01,1995,1,KCA,AL,1,2,24,2,0,0,0,133,56,30,6,17,28,0.311,6.09,2,1,1,0,198,7,30,0,0,4 +torresa01,1995,1,SFN,NL,0,1,4,1,0,0,0,24,13,8,4,7,2,0.394,9.00,0,0,0,0,40,2,8,0,0,1 +torresa01,1995,2,SEA,AL,3,8,16,13,1,0,0,216,87,48,12,42,45,0.291,6.00,3,1,2,2,344,2,53,1,0,6 +trachst01,1995,1,CHN,NL,7,13,30,29,2,0,0,482,174,92,25,76,117,0.277,5.15,8,2,0,1,722,0,104,12,5,12 +trombmi01,1995,1,MIN,AL,4,8,20,18,0,0,0,293,107,61,18,42,68,0.273,5.62,1,4,3,0,442,0,68,3,2,9 +urbanto01,1995,1,SLN,NL,3,5,24,13,0,0,0,248,99,34,11,21,52,0.305,3.70,4,5,2,0,354,2,40,6,0,12 +urbinug01,1995,1,MON,NL,2,2,7,4,0,0,0,70,26,16,6,14,15,0.280,6.17,1,2,0,0,109,0,17,2,0,1 +valdeca01,1995,1,SFN,NL,0,1,11,0,0,0,0,44,19,10,1,8,7,0.322,6.14,1,1,1,1,69,3,10,0,1,0 +valdeis01,1995,1,LAN,NL,13,11,33,27,6,2,1,593,168,67,17,51,150,0.228,3.05,5,1,1,3,804,1,76,10,5,12 +valdema01,1995,1,FLO,NL,0,0,3,3,0,0,0,21,17,11,1,9,2,0.459,14.14,0,1,1,0,49,0,13,1,1,0 +valdese01,1995,1,SFN,NL,4,5,13,11,1,0,0,199,78,35,12,17,29,0.298,4.75,3,2,3,1,290,0,43,5,3,6 +valenfe01,1995,1,SDN,NL,8,3,29,15,0,0,0,271,101,50,16,34,57,0.289,4.98,2,4,0,0,395,5,53,10,2,11 +vanegti01,1995,1,BOS,AL,0,1,4,1,0,0,0,20,9,7,2,6,5,0.310,9.45,0,1,0,0,35,1,7,0,0,0 +vanlawi01,1995,1,SFN,NL,6,3,18,18,1,0,0,368,124,50,14,40,95,0.264,3.67,2,5,2,4,523,0,58,6,5,7 +vanpoto01,1995,1,OAK,AL,4,8,36,14,1,0,0,415,125,75,16,56,122,0.244,4.88,1,4,4,0,582,10,77,3,6,12 +veresda01,1995,1,HOU,NL,5,1,72,0,0,0,1,310,89,26,5,30,94,0.241,2.26,6,4,4,0,418,15,29,6,8,9 +veresra01,1995,1,FLO,NL,4,4,47,0,0,0,1,146,46,21,6,22,31,0.251,3.88,7,2,1,0,215,15,25,5,4,3 +villoro01,1995,1,SEA,AL,0,2,19,0,0,0,0,58,20,17,6,23,26,0.270,7.91,0,1,1,0,101,7,19,3,0,1 +villoro01,1995,2,SDN,NL,2,1,19,0,0,0,1,77,24,12,5,11,37,0.242,4.21,0,2,0,0,111,8,12,0,1,1 +violafr01,1995,1,CIN,NL,0,1,3,3,0,0,0,43,20,10,3,3,4,0.333,6.28,1,1,0,0,64,0,11,0,1,1 +vosbeed01,1995,1,TEX,AL,5,5,44,0,0,0,4,108,32,12,3,16,36,0.241,3.00,1,3,0,2,154,20,15,2,3,2 +wadete01,1995,1,ATL,NL,0,1,3,0,0,0,0,12,3,2,1,4,3,0.214,4.50,0,1,0,0,18,0,2,0,0,1 +wagnebi02,1995,1,HOU,NL,0,0,1,0,0,0,0,1,0,0,0,0,0,0.000,0.00,0,0,0,0,1,0,0,0,0,0 +wagnepa01,1995,1,PIT,NL,5,16,33,25,3,1,1,495,174,88,18,72,120,0.273,4.80,7,8,7,0,725,1,96,7,2,20 +wakefti01,1995,1,BOS,AL,16,8,27,27,6,1,0,586,163,64,22,68,119,0.227,2.95,0,11,9,0,804,0,76,3,7,16 +walkemi01,1995,1,CHN,NL,1,3,42,0,0,0,1,134,45,16,2,24,20,0.259,3.22,3,3,0,1,206,12,22,4,4,3 +walkepe01,1995,1,NYN,NL,1,0,13,0,0,0,0,53,24,9,3,5,5,0.329,4.58,0,0,0,0,79,10,9,0,1,2 +walldo01,1995,1,HOU,NL,3,1,6,5,0,0,0,73,33,15,5,5,16,0.320,5.55,0,1,0,0,110,0,19,0,2,0 +warddu01,1995,1,TOR,AL,0,1,4,0,0,0,0,8,11,8,0,5,3,0.579,27.00,0,2,1,0,25,0,10,0,0,0 +wareje01,1995,1,TOR,AL,2,1,5,5,0,0,0,79,28,16,2,21,18,0.277,5.47,0,2,1,0,124,0,18,1,0,4 +wasdijo01,1995,1,OAK,AL,1,1,5,2,0,0,0,52,14,9,4,3,6,0.215,4.67,0,0,1,0,69,3,9,0,0,0 +watkisc01,1995,1,MIN,AL,0,0,27,0,0,0,0,65,22,13,2,11,11,0.278,5.40,1,0,0,0,94,7,14,1,3,3 +watsoal01,1995,1,SLN,NL,7,9,21,19,0,0,0,343,126,63,17,41,49,0.285,4.96,0,2,5,2,491,1,68,2,1,10 +weathda01,1995,1,FLO,NL,4,5,28,15,0,0,0,271,104,60,8,52,60,0.295,5.98,3,3,5,0,419,0,68,7,3,11 +wegmabi01,1995,1,ML4,AL,5,7,37,4,0,0,2,212,89,42,14,21,50,0.312,5.35,2,1,3,0,314,17,45,3,2,7 +wellsbo01,1995,1,SEA,AL,4,3,30,4,0,0,0,230,88,49,11,39,38,0.284,5.75,3,1,3,0,358,3,51,1,5,2 +wellsda01,1995,1,DET,AL,10,3,18,18,3,0,0,391,120,44,17,37,83,0.242,3.04,5,6,2,1,539,0,54,3,2,9 +wellsda01,1995,2,CIN,NL,6,5,11,11,3,0,0,218,74,29,6,16,50,0.265,3.59,4,1,0,1,300,0,34,4,1,7 +wendetu01,1995,1,CHN,NL,3,1,43,0,0,0,0,181,71,33,11,24,50,0.298,4.92,4,1,2,0,270,17,35,3,3,5 +wengedo01,1995,1,OAK,AL,1,1,19,0,0,0,0,89,30,11,3,12,16,0.263,3.34,2,1,1,0,129,10,14,1,1,3 +westda01,1995,1,PHI,NL,3,2,8,8,0,0,0,114,34,16,5,19,25,0.241,3.79,0,1,1,0,163,0,17,2,0,5 +wettejo01,1995,1,NYA,AL,1,5,60,0,0,0,31,184,40,20,6,14,66,0.185,2.93,2,1,0,0,233,56,22,1,2,5 +whitega01,1995,1,MON,NL,1,2,19,1,0,0,0,77,26,20,7,9,25,0.260,7.01,0,0,1,0,115,8,21,2,3,0 +whitema02,1995,1,TEX,AL,5,4,40,0,0,0,3,159,48,24,5,19,46,0.242,4.08,2,4,1,0,223,18,24,2,3,3 +whiteri01,1995,1,PIT,NL,2,3,15,9,0,0,0,165,66,29,3,18,29,0.299,4.75,0,2,2,0,247,2,33,3,3,6 +whitese01,1995,1,DET,AL,0,0,2,0,0,0,0,11,7,6,1,4,2,0.438,14.73,1,1,0,0,22,0,6,0,2,0 +wickake01,1995,1,DET,AL,0,0,21,0,0,0,1,52,18,5,1,9,9,0.273,2.60,4,1,1,1,77,7,6,0,1,3 +wickake01,1995,2,ML4,AL,0,0,8,0,0,0,0,18,1,0,0,3,2,0.059,0.00,1,0,0,0,22,2,0,1,1,0 +wickmbo01,1995,1,NYA,AL,2,4,63,1,0,0,1,240,77,36,6,33,51,0.253,4.05,3,2,5,0,347,14,38,4,1,11 +willibr01,1995,1,SDN,NL,3,10,44,6,0,0,0,216,79,48,3,38,75,0.279,6.00,4,7,8,1,337,7,54,7,1,4 +willica01,1995,1,MIN,AL,0,0,3,0,0,0,0,2,5,7,0,5,0,0.833,94.50,0,0,0,0,12,0,7,1,0,0 +willimi02,1995,1,CAL,AL,1,2,20,0,0,0,0,32,13,8,1,21,9,0.317,6.75,0,2,2,1,65,3,10,0,1,2 +willimi03,1995,1,PHI,NL,3,3,33,8,0,0,0,263,78,32,10,29,57,0.239,3.29,2,7,3,0,367,7,37,5,3,8 +willito02,1995,1,LAN,NL,2,2,16,0,0,0,0,58,19,11,3,7,8,0.264,5.12,2,0,0,0,83,5,11,3,1,0 +williwo02,1995,1,TOR,AL,1,2,23,3,0,0,0,161,44,22,6,28,41,0.220,3.69,1,0,2,0,232,10,23,2,0,3 +wilsoga03,1995,1,PIT,NL,0,1,10,0,0,0,0,43,13,8,2,5,8,0.241,5.02,0,1,2,0,61,1,8,0,0,0 +wilsotr01,1995,1,SFN,NL,3,4,17,17,0,0,0,248,82,36,8,38,38,0.269,3.92,1,0,4,1,354,0,42,5,2,17 +wittbo01,1995,1,FLO,NL,2,7,19,19,1,0,0,332,104,48,8,47,95,0.251,3.90,1,2,2,0,472,0,52,5,3,7 +wittbo01,1995,2,TEX,AL,3,4,10,10,1,0,0,184,81,31,4,21,46,0.324,4.55,1,5,1,0,276,0,35,2,2,8 +wohlema01,1995,1,ATL,NL,7,3,65,0,0,0,25,194,51,15,2,24,90,0.211,2.09,3,4,1,0,269,49,16,2,0,3 +wojcist01,1995,1,OAK,AL,2,3,14,7,0,0,0,146,51,28,7,28,13,0.273,5.18,1,0,1,0,219,3,28,1,2,5 +wolcobo01,1995,1,SEA,AL,3,2,7,6,0,0,0,110,43,18,6,14,19,0.297,4.42,0,0,2,0,164,0,18,0,3,1 +woodabr01,1995,1,ATL,NL,1,1,9,0,0,0,0,31,13,7,1,8,5,0.310,6.10,1,1,0,0,52,3,10,1,1,1 +worreti01,1995,1,SDN,NL,1,0,9,0,0,0,0,40,16,7,2,6,13,0.291,4.73,0,1,1,0,63,4,7,1,0,1 +worreto01,1995,1,LAN,NL,4,1,59,0,0,0,32,187,50,14,4,19,61,0.221,2.02,2,2,1,0,249,53,15,1,2,5 +youngan01,1995,1,CHN,NL,3,4,32,1,0,0,2,124,47,17,5,14,15,0.288,3.70,2,6,3,0,181,8,20,1,0,6 +abbotji01,1996,1,CAL,AL,2,18,27,23,1,0,0,426,171,118,23,78,58,0.306,7.48,3,13,4,1,654,2,128,4,10,17 +abbotky01,1996,1,CAL,AL,0,1,3,0,0,0,0,12,10,9,1,5,3,0.500,20.25,0,1,0,0,26,1,9,1,0,0 +acrema01,1996,1,OAK,AL,1,3,22,0,0,0,2,75,38,17,4,9,18,0.339,6.12,4,0,2,0,124,11,17,1,0,2 +adamsjo02,1996,1,FLO,NL,0,0,9,0,0,0,0,33,18,9,1,7,7,0.400,7.36,0,0,1,0,56,1,9,2,1,2 +adamste01,1996,1,CHN,NL,3,6,69,0,0,0,4,303,84,33,6,49,78,0.231,2.94,6,5,1,1,423,22,36,7,3,14 +adamswi02,1996,1,OAK,AL,3,4,12,12,1,1,0,229,76,34,11,23,68,0.257,4.01,3,2,5,0,329,0,39,3,2,5 +aguilri01,1996,1,MIN,AL,8,6,19,19,2,0,0,334,124,67,20,27,83,0.276,5.42,1,6,3,0,484,0,69,1,3,5 +alberjo01,1996,1,TEX,AL,0,1,5,1,0,0,0,28,14,6,1,7,2,0.368,5.79,1,0,0,0,46,1,6,0,1,2 +aldremi01,1996,2,NYA,AL,0,0,1,0,0,0,0,3,1,0,0,0,0,0.333,0.00,0,0,0,0,4,1,0,0,1,0 +aldresc01,1996,1,DET,AL,0,4,11,8,0,0,0,130,60,45,9,26,36,0.328,9.35,3,6,3,1,217,0,52,3,2,3 +aldresc01,1996,2,MIN,AL,6,5,25,17,0,0,0,366,134,69,20,42,75,0.281,5.09,1,4,3,0,531,0,73,4,5,9 +alexama02,1996,1,BAL,AL,0,0,1,0,0,0,0,2,1,5,1,4,0,0.500,67.50,0,0,0,0,7,1,5,0,1,0 +alstoga01,1996,1,COL,NL,1,0,6,0,0,0,0,18,9,6,1,3,5,0.375,9.00,0,1,1,0,30,4,6,0,2,1 +alvarta01,1996,1,MON,NL,2,1,11,5,0,0,0,63,19,7,0,12,9,0.235,3.00,1,0,1,0,96,3,10,2,0,1 +alvarwi01,1996,1,CHA,AL,15,10,35,35,0,0,0,652,216,102,21,97,181,0.258,4.22,3,2,4,0,946,0,106,5,2,18 +anderbr02,1996,1,CLE,AL,3,1,10,9,0,0,0,154,58,28,9,14,21,0.296,4.91,1,2,0,0,215,0,29,2,3,4 +andujlu01,1996,1,CHA,AL,0,2,5,5,0,0,0,69,32,21,4,15,6,0.337,8.22,0,0,0,0,113,0,22,1,2,3 +andujlu01,1996,2,TOR,AL,1,1,3,2,0,0,0,43,14,8,4,1,5,0.264,5.02,0,1,1,0,57,0,8,0,2,2 +appieke01,1996,1,KCA,AL,14,11,32,32,5,1,0,634,192,85,17,75,207,0.245,3.62,2,10,5,1,874,0,87,7,4,21 +ashbyan01,1996,1,SDN,NL,9,5,24,24,1,0,0,452,147,54,17,34,85,0.259,3.23,1,3,3,0,612,0,60,6,2,18 +assenpa01,1996,1,CLE,AL,4,2,63,0,0,0,1,140,46,16,1,14,44,0.260,3.09,5,2,4,0,201,25,18,4,2,1 +astacpe01,1996,1,LAN,NL,9,8,35,32,0,0,0,635,207,81,18,67,130,0.261,3.44,9,6,9,2,885,0,86,11,5,28 +aucoide01,1996,1,MON,NL,0,1,2,0,0,0,0,8,3,1,0,1,1,0.300,3.38,0,0,0,0,12,0,1,1,0,0 +averyst01,1996,1,ATL,NL,7,10,24,23,1,0,0,393,146,65,10,40,86,0.285,4.47,8,5,4,0,567,0,70,7,3,9 +ayalabo01,1996,1,SEA,AL,6,3,50,0,0,0,3,202,65,44,10,25,61,0.256,5.88,3,2,2,0,285,26,45,2,2,5 +baileco01,1996,1,SLN,NL,5,2,51,0,0,0,0,171,57,19,1,30,38,0.263,3.00,3,3,1,0,251,12,21,2,1,7 +bailero01,1996,1,COL,NL,2,3,24,11,0,0,1,251,94,58,7,52,45,0.288,6.24,0,3,1,0,385,4,64,2,4,8 +baldwja01,1996,1,CHA,AL,11,6,28,28,0,0,0,507,168,83,24,57,127,0.257,4.42,3,12,4,1,719,0,88,2,2,9 +barbebr02,1996,1,SLN,NL,0,0,1,1,0,0,0,9,4,5,0,6,1,0.364,15.00,0,0,1,0,20,0,5,0,2,0 +bartosh01,1996,1,SFN,NL,0,0,7,0,0,0,0,25,19,9,2,1,3,0.442,9.72,0,1,0,1,45,2,12,1,0,3 +batchri01,1996,1,SLN,NL,2,0,11,0,0,0,0,45,9,2,0,1,11,0.173,1.20,0,0,0,0,54,7,2,1,0,0 +batismi01,1996,1,FLO,NL,0,0,9,0,0,0,0,34,9,7,0,7,6,0.231,5.56,2,1,0,0,49,4,8,3,0,3 +bautijo01,1996,1,SFN,NL,3,4,37,1,0,0,0,209,66,26,10,15,28,0.249,3.36,5,0,2,0,289,12,32,4,3,4 +beckero01,1996,1,COL,NL,0,0,5,0,0,0,0,16,6,8,3,9,6,0.286,13.50,0,1,0,0,31,2,8,0,1,0 +beckro01,1996,1,SFN,NL,0,9,63,0,0,0,35,186,56,23,9,10,48,0.238,3.34,2,1,1,0,248,58,23,0,2,5 +beechma01,1996,1,PHI,NL,1,4,8,8,0,0,0,124,49,32,8,11,33,0.306,6.97,0,0,3,0,182,0,32,2,6,1 +belchti01,1996,1,KCA,AL,15,11,35,35,4,1,0,716,262,104,28,68,113,0.281,3.92,4,7,6,0,1021,0,117,6,10,31 +belinst01,1996,1,BOS,AL,2,1,31,0,0,0,2,86,31,21,3,20,18,0.272,6.59,1,2,4,0,139,10,22,1,0,2 +benesal01,1996,1,SLN,NL,13,10,34,32,3,1,0,573,192,104,27,87,131,0.266,4.90,3,5,7,1,840,1,120,15,9,14 +benesan01,1996,1,SLN,NL,18,10,36,34,3,1,1,691,215,98,28,77,160,0.247,3.83,7,6,6,0,963,1,107,2,6,21 +benitar01,1996,1,BAL,AL,1,0,18,0,0,0,4,43,7,6,2,6,20,0.143,3.77,0,1,0,0,56,8,6,0,1,1 +benneer01,1996,1,MIN,AL,2,0,24,0,0,0,1,82,33,24,7,16,13,0.306,7.90,1,1,2,0,130,10,24,3,1,0 +bereja01,1996,1,CHA,AL,0,1,5,5,0,0,0,50,26,19,3,18,19,0.356,10.26,1,2,0,0,93,0,19,1,1,0 +bergmse01,1996,1,SDN,NL,6,8,41,14,0,0,0,340,119,55,14,33,85,0.274,4.37,3,7,2,2,482,11,63,8,4,12 +bertomi01,1996,1,CHA,AL,2,0,15,2,0,0,0,84,28,16,5,20,19,0.257,5.14,3,4,0,0,130,4,18,0,1,2 +beruman01,1996,1,SDN,NL,0,0,3,0,0,0,0,10,3,2,1,2,4,0.231,5.40,1,0,1,0,16,1,2,0,0,0 +bevilbr01,1996,1,KCA,AL,1,0,3,1,0,0,0,33,9,7,2,5,7,0.237,5.73,0,0,0,0,44,1,7,0,1,1 +bielemi01,1996,1,ATL,NL,4,3,40,5,0,0,2,226,63,22,8,33,71,0.224,2.63,6,2,0,0,317,8,24,0,3,4 +blairwi01,1996,1,SDN,NL,2,6,60,0,0,0,1,264,80,45,13,29,67,0.240,4.60,5,2,7,0,377,17,52,4,3,3 +blaziro01,1996,1,PHI,NL,3,1,27,0,0,0,0,115,49,25,6,10,25,0.310,5.87,3,3,0,0,173,9,30,3,2,3 +blumaja01,1996,1,KCA,AL,0,0,17,0,0,0,5,60,18,8,2,4,14,0.247,3.60,1,1,2,0,82,10,9,2,1,3 +bochtdo01,1996,1,SDN,NL,2,4,63,0,0,0,3,197,45,22,6,39,68,0.195,3.02,8,8,1,2,278,17,25,5,2,3 +boehrbr01,1996,1,NYA,AL,2,4,15,3,0,0,0,139,46,28,6,21,37,0.260,5.44,2,1,1,0,205,1,28,3,3,0 +boevejo01,1996,1,PIT,NL,0,2,13,0,0,0,2,45,17,9,2,6,6,0.288,5.40,0,3,1,0,68,9,11,2,0,0 +bohanbr01,1996,1,TOR,AL,0,1,20,0,0,0,1,66,27,19,4,19,17,0.303,7.77,4,2,2,0,112,6,19,0,2,3 +bonesri01,1996,1,ML4,AL,7,14,32,23,0,0,0,435,170,94,28,62,59,0.294,5.83,2,2,9,0,658,2,104,4,4,21 +bonesri01,1996,2,NYA,AL,0,0,4,1,0,0,0,21,14,11,2,6,4,0.438,14.14,0,0,1,0,41,0,11,1,1,1 +borbope02,1996,1,ATL,NL,3,0,43,0,0,0,1,108,26,11,1,7,31,0.203,2.75,0,0,1,0,140,19,12,4,0,3 +borlato02,1996,1,PHI,NL,7,3,69,0,0,0,0,272,83,41,9,43,76,0.239,4.07,3,10,3,0,399,11,51,4,1,7 +borowjo01,1996,1,ATL,NL,2,4,22,0,0,0,0,78,33,14,4,13,15,0.324,4.85,4,1,1,0,121,8,15,5,0,3 +bosioch01,1996,1,SEA,AL,4,4,18,9,0,0,0,182,72,40,8,24,39,0.299,5.93,1,1,4,0,278,4,44,3,6,5 +boskish01,1996,1,CAL,AL,12,11,37,28,1,0,0,568,226,112,40,67,133,0.294,5.32,7,10,13,0,860,1,126,6,4,18 +bottari01,1996,1,PHI,NL,4,5,61,0,0,0,34,203,47,24,6,23,74,0.197,3.19,2,3,2,0,269,56,24,4,2,3 +botteke01,1996,1,CHN,NL,3,5,48,0,0,0,1,185,59,18,3,19,33,0.255,2.63,4,2,3,0,258,10,25,5,0,7 +bourgst01,1996,1,SFN,NL,1,3,15,5,0,0,0,120,60,28,4,21,17,0.355,6.30,4,4,4,0,198,4,35,2,2,7 +bozema01,1996,1,ML4,AL,0,2,25,0,0,0,1,97,47,28,5,25,19,0.362,7.79,4,3,6,0,165,8,29,3,1,7 +brandma01,1996,1,TEX,AL,1,3,26,0,0,0,0,143,48,17,3,25,37,0.262,3.21,1,0,2,1,215,8,22,3,2,3 +brandma01,1996,2,BOS,AL,4,2,29,0,0,0,0,85,28,12,5,8,29,0.250,3.81,1,0,1,0,123,5,13,0,2,0 +brantje01,1996,1,CIN,NL,1,2,66,0,0,0,44,213,54,19,7,28,76,0.215,2.41,6,2,0,0,288,61,21,4,5,6 +brewebi01,1996,1,NYA,AL,1,0,4,0,0,0,0,17,7,6,0,8,8,0.292,9.53,0,0,0,0,32,1,6,0,0,0 +briscjo01,1996,1,OAK,AL,0,1,17,0,0,0,1,79,18,11,2,24,14,0.205,3.76,2,3,0,0,116,8,11,2,2,2 +brocado01,1996,1,HOU,NL,1,5,23,4,0,0,0,159,58,27,7,23,34,0.289,4.58,1,0,2,0,231,4,31,3,2,7 +brownke01,1996,1,FLO,NL,17,11,32,32,5,3,0,699,187,49,8,33,159,0.220,1.89,2,6,16,1,906,0,60,4,4,26 +browsc01,1996,1,TOR,AL,1,0,18,1,0,0,0,116,45,24,5,25,23,0.294,5.59,1,2,0,1,180,9,25,1,1,5 +bruskji01,1996,1,LAN,NL,0,0,11,0,0,0,0,38,17,8,2,3,12,0.315,5.68,1,1,1,0,58,5,8,0,0,2 +bulliji01,1996,1,CHN,NL,6,10,37,20,1,1,1,388,144,94,15,68,90,0.283,6.54,5,7,8,0,598,6,101,8,5,8 +burbada01,1996,1,CIN,NL,11,13,34,33,0,0,0,585,179,83,18,97,148,0.244,3.83,9,9,2,1,849,0,96,5,12,12 +burkejo03,1996,1,FLO,NL,6,10,24,24,1,0,0,462,154,74,15,42,108,0.263,4.32,2,0,3,0,645,0,84,11,4,11 +burkejo03,1996,2,TEX,AL,5,2,10,10,1,1,0,206,75,31,4,16,47,0.280,4.06,2,0,2,0,289,0,33,1,2,7 +burkejo04,1996,1,COL,NL,2,1,11,0,0,0,0,47,21,13,3,7,19,0.318,7.47,0,1,1,0,75,3,13,0,1,1 +burrote01,1996,1,ML4,AL,2,0,8,0,0,0,0,38,12,4,2,10,5,0.261,2.84,0,0,1,0,58,4,4,1,0,3 +busbymi01,1996,1,SLN,NL,0,1,1,1,0,0,0,12,9,8,4,4,4,0.409,18.00,0,0,1,0,28,0,13,1,0,0 +byrdpa01,1996,1,NYN,NL,1,2,38,0,0,0,0,140,48,22,7,21,31,0.265,4.24,4,3,0,0,204,14,22,1,1,2 +campbmi01,1996,1,CHN,NL,3,1,13,5,0,0,0,109,29,18,7,10,19,0.216,4.46,0,0,0,0,147,4,19,2,1,0 +candito01,1996,1,LAN,NL,9,11,28,27,1,0,0,457,172,76,18,43,79,0.288,4.49,3,3,3,1,657,0,91,8,5,18 +carlsda01,1996,1,SFN,NL,1,0,5,0,0,0,0,30,13,3,2,2,4,0.310,2.70,0,0,0,0,46,3,6,0,2,0 +carmora01,1996,1,SEA,AL,8,3,53,1,0,0,1,271,95,43,11,55,62,0.273,4.28,9,4,3,0,415,15,47,7,2,12 +carpecr01,1996,1,ML4,AL,0,0,8,0,0,0,0,25,12,7,1,2,2,0.333,7.56,0,0,0,0,39,2,8,0,1,0 +carragi01,1996,1,TOR,AL,0,1,11,0,0,0,0,45,23,19,5,12,10,0.359,11.40,2,1,0,0,76,3,19,0,0,3 +carragi01,1996,2,CIN,NL,1,0,8,5,0,0,0,69,31,15,6,13,13,0.323,5.87,1,0,2,0,112,1,17,1,0,2 +carrahe01,1996,1,CIN,NL,4,3,56,0,0,0,0,223,58,31,6,45,59,0.214,3.75,5,8,1,1,325,10,37,4,4,4 +casiala01,1996,1,CHN,NL,1,1,35,0,0,0,0,72,14,5,2,11,15,0.187,1.88,3,1,1,0,90,4,5,2,1,6 +castifr01,1996,1,CHN,NL,7,16,33,33,1,1,0,547,209,107,28,46,139,0.288,5.28,4,2,8,1,789,0,112,4,5,11 +castito02,1996,1,TOR,AL,2,3,40,0,0,0,1,217,72,34,9,20,48,0.260,4.23,1,2,2,0,304,7,38,3,2,11 +castito02,1996,2,CHA,AL,3,1,15,0,0,0,1,68,23,4,1,4,9,0.267,1.59,1,1,1,0,94,6,7,0,3,0 +charlno01,1996,1,SEA,AL,4,7,70,0,0,0,20,227,68,34,7,38,73,0.244,4.04,1,9,1,0,323,50,37,3,2,10 +chouibo01,1996,1,OAK,AL,4,2,13,11,0,0,0,177,75,40,10,32,32,0.316,6.10,3,0,3,0,278,0,41,3,3,5 +chrisja01,1996,1,PIT,NL,3,3,33,0,0,0,0,133,56,33,7,19,38,0.311,6.70,2,4,1,1,205,9,34,2,3,2 +chrismi02,1996,1,DET,AL,1,1,13,0,0,0,0,90,47,31,12,11,19,0.351,9.30,2,1,0,0,149,3,36,0,4,1 +clarkma01,1996,1,NYN,NL,14,11,32,32,2,0,0,637,217,81,20,48,142,0.265,3.43,8,6,3,2,883,0,98,8,4,23 +clarkte01,1996,1,KCA,AL,1,1,12,0,0,0,0,52,28,15,3,7,12,0.350,7.79,1,3,0,0,87,5,15,0,0,0 +clarkte01,1996,2,HOU,NL,0,2,5,0,0,0,0,19,16,8,1,2,5,0.471,11.37,1,1,1,0,37,3,10,0,0,1 +clemero02,1996,1,BOS,AL,10,13,34,34,6,2,0,728,216,98,19,106,257,0.237,3.63,2,8,4,1,1032,0,106,4,7,17 +clontbr01,1996,1,ATL,NL,6,3,81,0,0,0,1,242,78,51,11,33,49,0.255,5.69,8,0,2,1,350,11,53,5,4,9 +coneda01,1996,1,NYA,AL,7,2,11,11,1,0,0,216,50,23,3,34,71,0.198,2.88,0,4,2,1,295,0,25,1,5,7 +cookde01,1996,1,TEX,AL,5,2,60,0,0,0,0,211,53,32,2,35,64,0.214,4.09,7,0,7,0,298,9,34,3,5,2 +cookest01,1996,1,PIT,NL,0,0,3,0,0,0,0,25,11,7,1,5,7,0.314,7.56,0,1,0,0,41,1,7,0,1,0 +coppiro01,1996,1,BAL,AL,10,6,23,22,0,0,0,375,126,72,25,60,104,0.263,5.18,1,4,2,0,548,1,76,2,5,9 +corbiar01,1996,1,BAL,AL,2,0,18,0,0,0,0,82,22,7,2,22,20,0.222,2.30,0,2,1,0,123,5,7,0,1,3 +cordofr01,1996,1,PIT,NL,4,7,59,6,0,0,12,297,103,45,11,20,95,0.263,4.09,6,2,2,1,414,41,49,1,0,9 +cormirh01,1996,1,MON,NL,7,10,33,27,1,1,0,479,165,74,16,41,100,0.270,4.17,3,8,9,0,674,1,80,4,8,14 +corsiji01,1996,1,OAK,AL,6,0,56,0,0,0,3,221,71,33,6,34,43,0.270,4.03,4,1,3,0,312,19,33,9,2,13 +crabtti01,1996,1,TOR,AL,5,3,53,0,0,0,1,202,59,19,4,22,57,0.231,2.54,4,3,3,0,284,21,26,2,2,5 +crawfca01,1996,1,PHI,NL,0,1,1,1,0,0,0,11,7,2,1,2,4,0.389,4.91,0,0,1,0,22,0,10,1,0,0 +creekdo01,1996,1,SFN,NL,0,2,63,0,0,0,0,145,45,35,11,32,38,0.243,6.52,2,2,2,0,220,15,41,1,0,6 +cummijo01,1996,1,LAN,NL,0,1,4,0,0,0,0,16,12,4,1,2,5,0.462,6.75,1,0,0,0,30,1,7,1,1,0 +cummijo01,1996,2,DET,AL,3,3,21,0,0,0,0,95,36,18,3,20,24,0.283,5.12,3,1,2,0,152,7,20,2,1,2 +daalom01,1996,1,MON,NL,4,5,64,6,0,0,0,262,74,39,10,37,82,0.228,4.02,3,1,1,1,366,9,40,2,2,9 +damicje01,1996,1,ML4,AL,6,6,17,17,0,0,0,258,88,52,21,31,53,0.267,5.44,0,1,0,1,367,0,53,3,3,2 +darwida01,1996,1,PIT,NL,7,9,19,19,0,0,0,367,117,41,9,16,69,0.253,3.02,0,3,6,3,493,0,48,5,4,8 +darwida01,1996,2,HOU,NL,3,2,15,6,0,0,0,127,43,28,7,11,27,0.267,5.95,3,0,6,0,184,1,31,3,3,1 +darwije01,1996,1,CHA,AL,0,1,22,0,0,0,0,92,26,10,5,9,15,0.232,2.93,1,0,2,0,124,9,10,1,0,3 +davissc01,1996,1,SEA,AL,0,0,5,0,0,0,0,27,11,9,6,3,9,0.297,9.00,0,0,0,0,40,3,9,0,0,0 +davisti01,1996,1,SEA,AL,2,2,40,0,0,0,0,128,43,19,4,17,34,0.259,4.01,1,0,2,0,187,4,21,1,1,5 +delucri01,1996,1,SFN,NL,3,6,56,0,0,0,0,185,62,40,8,31,55,0.259,5.84,6,7,3,0,279,20,44,4,2,5 +desseel01,1996,1,PIT,NL,0,2,15,3,0,0,0,75,40,23,2,4,13,0.385,8.28,0,0,0,0,112,1,23,3,1,5 +deweyma01,1996,1,SFN,NL,6,3,78,0,0,0,0,250,79,39,9,41,57,0.257,4.21,9,4,5,0,360,19,40,3,4,11 +dicksja01,1996,1,CAL,AL,1,4,7,7,0,0,0,130,52,22,6,18,20,0.306,4.57,1,1,1,1,192,0,22,2,1,4 +dipotje01,1996,1,NYN,NL,7,2,57,0,0,0,0,232,91,36,5,45,52,0.298,4.19,8,3,3,3,364,21,44,7,4,11 +dishmgl01,1996,1,SDN,NL,0,0,3,0,0,0,0,7,3,2,0,1,0,0.300,7.71,0,1,0,0,11,2,2,0,0,0 +dishmgl01,1996,2,PHI,NL,0,0,4,1,0,0,0,21,9,6,2,2,3,0.321,7.71,0,0,0,0,31,2,6,0,1,0 +doherjo02,1996,1,BOS,AL,0,0,3,0,0,0,0,19,8,4,1,4,3,0.276,5.68,0,0,1,0,34,1,10,0,0,1 +doughji01,1996,1,HOU,NL,0,2,12,0,0,0,0,39,14,13,2,11,6,0.280,9.00,1,0,1,0,64,2,14,1,1,2 +drabedo01,1996,1,HOU,NL,7,9,30,30,1,0,0,526,208,89,21,60,137,0.298,4.57,5,9,7,0,786,0,102,12,8,16 +dreifda01,1996,1,LAN,NL,1,4,19,0,0,0,0,71,23,13,2,12,24,0.256,4.94,4,2,0,1,106,5,13,3,1,2 +dyermi01,1996,1,MON,NL,5,5,70,1,0,0,2,227,79,37,7,34,51,0.277,4.40,4,4,5,0,334,20,40,6,4,10 +eckerde01,1996,1,SLN,NL,0,6,63,0,0,0,30,180,65,22,8,6,49,0.274,3.30,2,0,4,0,251,53,26,1,3,6 +edenfke01,1996,1,CAL,AL,0,0,2,0,0,0,0,13,10,5,2,2,4,0.435,10.38,0,0,1,0,26,0,5,0,0,0 +eichhma01,1996,1,CAL,AL,1,2,24,0,0,0,0,91,36,17,3,11,24,0.308,5.04,3,0,2,1,135,6,17,3,2,4 +eischjo01,1996,1,LAN,NL,0,1,28,0,0,0,0,130,48,23,4,20,36,0.282,4.78,4,1,4,0,198,11,25,3,1,3 +eischjo01,1996,2,DET,AL,1,1,24,0,0,0,0,75,27,9,3,14,15,0.284,3.24,3,3,0,0,110,3,11,0,1,4 +eldreca01,1996,1,ML4,AL,4,4,15,15,0,0,0,254,82,42,8,38,50,0.259,4.46,0,1,4,0,363,0,43,0,4,11 +ellisro02,1996,1,CAL,AL,0,0,3,0,0,0,0,15,0,0,0,4,5,0.000,0.00,0,1,0,0,19,3,0,0,0,0 +embreal01,1996,1,CLE,AL,1,1,24,0,0,0,0,93,30,22,10,21,33,0.259,6.39,3,3,0,0,141,2,26,1,3,3 +erickjo01,1996,1,PIT,NL,4,5,28,4,0,0,8,140,56,30,11,19,46,0.292,5.79,2,2,0,0,213,13,35,1,1,3 +ericksc01,1996,1,BAL,AL,13,12,34,34,6,0,0,667,262,124,21,66,100,0.297,5.02,4,1,11,0,968,0,137,5,5,38 +eshelva01,1996,1,BOS,AL,6,3,39,10,0,0,0,263,112,69,13,58,59,0.311,7.08,4,4,2,0,428,1,79,3,5,11 +estessh01,1996,1,SFN,NL,3,5,11,11,0,0,0,210,63,28,3,39,60,0.243,3.60,3,4,2,0,305,0,30,5,0,12 +farmemi01,1996,1,COL,NL,0,1,7,4,0,0,0,84,32,24,8,13,16,0.286,7.71,0,1,0,0,127,1,25,2,0,1 +farrejo03,1996,1,DET,AL,0,2,2,2,0,0,0,19,11,10,2,5,0,0.407,14.21,0,1,1,0,33,0,10,0,0,0 +fasseje01,1996,1,MON,NL,15,11,34,34,5,1,0,695,217,85,20,55,222,0.244,3.30,3,5,3,2,967,0,95,16,5,12 +fernaal01,1996,1,CHA,AL,16,10,35,35,6,1,0,774,248,99,34,72,200,0.253,3.45,4,5,7,0,1071,0,110,5,7,20 +fernaos01,1996,1,SFN,NL,7,13,30,28,2,0,0,515,193,88,20,57,106,0.286,4.61,4,6,10,2,760,1,95,12,5,14 +fernasi01,1996,1,PHI,NL,3,6,11,11,0,0,0,189,50,24,5,26,77,0.215,3.43,2,1,1,0,264,0,25,2,2,3 +fettemi01,1996,1,ML4,AL,3,3,61,0,0,0,32,184,65,23,4,26,53,0.274,3.38,4,5,1,0,268,55,28,0,4,9 +finlech01,1996,1,CAL,AL,15,16,35,35,4,1,0,714,241,110,27,94,215,0.263,4.16,5,17,11,2,1037,0,124,7,9,22 +flenehu01,1996,1,TOR,AL,3,2,15,11,0,0,0,212,68,36,9,33,44,0.251,4.58,1,1,1,0,309,0,40,0,4,7 +fletcpa01,1996,1,OAK,AL,0,0,1,0,0,0,0,4,6,3,0,1,0,0.667,20.25,0,0,0,0,10,0,3,0,0,1 +floribr01,1996,1,SDN,NL,2,2,39,0,0,0,0,148,45,22,1,27,51,0.239,4.01,3,3,6,1,222,11,24,0,1,3 +floribr01,1996,2,ML4,AL,0,1,15,0,0,0,0,57,20,14,3,13,12,0.270,6.63,2,3,0,0,90,5,16,1,2,1 +fossato01,1996,1,SLN,NL,0,4,65,0,0,0,2,141,43,14,7,21,36,0.231,2.68,3,3,0,0,209,11,19,1,1,2 +fosteke01,1996,1,CHN,NL,7,6,17,16,1,0,0,261,98,60,16,35,53,0.288,6.21,3,2,2,0,386,0,63,5,4,2 +francjo01,1996,1,NYN,NL,4,3,51,0,0,0,28,162,54,11,2,21,48,0.260,1.83,0,2,0,0,235,44,15,6,0,4 +freemma02,1996,1,COL,NL,7,9,26,23,0,0,0,389,151,87,21,57,71,0.294,6.04,1,13,6,1,588,1,100,9,3,19 +freemma02,1996,2,CHA,AL,0,0,1,1,0,0,0,6,4,3,0,1,1,0.364,13.50,0,0,0,0,12,0,3,0,0,0 +freyst01,1996,1,PHI,NL,0,1,31,0,0,0,0,103,38,18,4,18,12,0.295,4.72,3,0,0,0,151,12,19,2,2,8 +frohwto01,1996,1,CAL,AL,0,0,4,0,0,0,0,17,10,7,1,4,1,0.370,11.12,0,1,1,0,33,2,11,0,1,1 +fyhrimi01,1996,1,NYN,NL,0,1,2,0,0,0,0,7,4,4,0,3,0,0.364,15.43,0,0,0,0,14,0,4,0,0,0 +garceri01,1996,1,BOS,AL,3,2,37,0,0,0,0,132,42,24,5,33,55,0.251,4.91,5,0,0,0,205,9,26,0,5,2 +garcira03,1996,1,ML4,AL,4,4,37,2,0,0,4,227,84,56,17,21,40,0.287,6.66,3,2,6,1,326,14,58,1,5,11 +gardnma01,1996,1,SFN,NL,12,7,30,28,4,1,0,538,200,88,28,57,145,0.283,4.42,3,2,8,0,782,0,105,6,5,13 +gibsopa01,1996,1,NYA,AL,0,0,4,0,0,0,0,13,6,3,1,0,3,0.316,6.23,0,0,0,0,19,2,3,0,0,0 +givenbr01,1996,1,ML4,AL,1,3,4,4,0,0,0,42,32,20,3,7,10,0.438,12.86,0,0,0,0,81,0,22,0,1,1 +glavito02,1996,1,ATL,NL,15,10,36,36,1,0,0,706,222,78,14,85,181,0.249,2.98,7,4,0,0,994,0,91,15,2,20 +gohrgr01,1996,1,DET,AL,4,8,17,16,0,0,0,275,129,73,24,34,60,0.328,7.17,2,6,3,0,434,0,76,1,3,5 +gohrgr01,1996,2,CAL,AL,1,1,15,0,0,0,1,72,34,20,7,10,15,0.337,7.50,0,0,0,0,112,7,20,0,1,4 +goodedw01,1996,1,NYA,AL,11,7,29,29,1,1,0,512,169,95,19,88,126,0.259,5.01,4,9,9,1,756,0,101,1,5,11 +gordoto01,1996,1,BOS,AL,12,9,34,34,4,1,0,647,249,134,28,105,171,0.284,5.59,5,6,4,1,998,0,143,2,11,13 +gracemi02,1996,1,PHI,NL,7,2,12,12,1,1,0,240,72,31,9,16,49,0.238,3.49,1,0,1,1,323,0,33,4,0,5 +grangje01,1996,1,KCA,AL,0,0,15,0,0,0,0,49,21,12,3,10,11,0.313,6.61,0,2,2,0,80,5,13,0,1,3 +graveda01,1996,1,CLE,AL,2,0,15,0,0,0,0,89,29,15,2,10,22,0.246,4.55,0,1,0,0,129,5,18,0,1,1 +grimsja01,1996,1,CAL,AL,5,7,35,20,2,1,0,391,150,99,14,74,82,0.286,6.84,5,11,13,0,620,4,110,4,5,15 +groombu01,1996,1,OAK,AL,5,0,72,1,0,0,2,232,85,33,8,34,57,0.281,3.84,3,5,3,0,341,16,37,2,0,12 +grosske01,1996,1,TEX,AL,11,8,28,19,1,0,0,388,151,75,19,50,78,0.293,5.22,2,4,4,0,580,4,78,3,8,10 +grundke01,1996,1,BOS,AL,0,0,1,0,0,0,0,1,1,1,0,0,0,0.500,27.00,0,0,0,0,2,0,1,0,0,0 +guarded01,1996,1,MIN,AL,6,5,83,0,0,0,4,221,61,43,12,33,74,0.228,5.25,4,3,3,0,313,17,45,6,4,5 +gubicma01,1996,1,KCA,AL,4,12,19,19,2,1,0,358,132,68,22,34,55,0.284,5.13,0,5,7,0,512,0,70,2,5,13 +guettle01,1996,1,SEA,AL,0,2,17,0,0,0,0,33,11,5,0,10,6,0.275,4.09,2,0,0,0,50,1,8,0,0,3 +gundeer01,1996,1,BOS,AL,0,1,28,0,0,0,0,52,21,16,5,8,7,0.300,8.31,2,3,2,0,82,2,17,0,2,2 +guthrma01,1996,1,LAN,NL,2,3,66,0,0,0,1,219,65,18,3,22,56,0.240,2.22,2,1,1,0,302,16,21,4,4,5 +guzmaju01,1996,1,TOR,AL,11,8,27,27,4,1,0,563,158,61,20,53,165,0.228,2.93,3,7,7,0,756,0,68,2,2,19 +habyajo01,1996,1,COL,NL,1,1,19,0,0,0,0,72,34,19,4,14,25,0.347,7.13,1,5,1,1,116,5,19,2,1,2 +hallda01,1996,1,LAN,NL,0,2,9,0,0,0,0,36,13,8,2,5,12,0.271,6.00,0,0,0,0,53,3,9,0,0,1 +hamiljo02,1996,1,SDN,NL,15,9,34,33,3,1,0,635,206,98,19,83,184,0.256,4.17,3,14,9,1,908,0,100,6,5,24 +hammoch01,1996,1,FLO,NL,5,8,38,9,0,0,0,243,104,59,14,27,50,0.315,6.56,3,1,4,0,368,5,65,3,4,10 +hamptmi01,1996,1,HOU,NL,10,10,27,27,2,1,0,481,175,64,12,49,101,0.280,3.59,1,7,3,2,691,0,79,10,3,18 +hancole01,1996,1,PIT,NL,0,0,13,0,0,0,0,55,21,13,5,10,13,0.276,6.38,3,1,2,0,89,3,18,1,0,3 +hancory01,1996,1,CAL,AL,4,1,11,4,0,0,0,83,34,23,2,17,19,0.306,7.48,1,2,2,0,130,4,23,0,0,3 +haneych01,1996,1,KCA,AL,10,14,35,35,4,1,0,684,267,119,29,51,115,0.291,4.70,0,8,6,0,988,0,136,5,8,18 +hansegr01,1996,1,MIN,AL,3,0,50,0,0,0,3,223,83,47,14,31,46,0.285,5.69,1,9,2,1,329,23,48,3,2,5 +hansoer01,1996,1,TOR,AL,13,17,35,35,4,1,0,644,243,129,26,102,156,0.289,5.41,2,13,2,0,955,0,143,4,5,28 +harikti01,1996,1,SEA,AL,0,1,1,1,0,0,0,13,4,6,1,2,1,0.250,12.46,0,0,1,0,20,0,6,1,0,0 +harnipe01,1996,1,NYN,NL,8,12,31,31,2,1,0,584,195,91,30,61,114,0.260,4.21,5,7,7,3,839,0,103,13,9,10 +harripe01,1996,1,CAL,AL,2,0,11,3,0,0,0,97,31,14,4,17,20,0.254,3.90,2,4,3,0,146,0,16,0,4,3 +harrire01,1996,1,BOS,AL,0,0,4,0,0,0,0,13,7,6,2,5,4,0.389,12.46,0,0,1,0,24,1,6,0,0,0 +hartgde01,1996,1,HOU,NL,0,0,19,0,0,0,0,57,18,11,1,16,16,0.257,5.21,3,2,1,0,89,5,11,1,1,1 +hartgde01,1996,2,ATL,NL,1,0,20,0,0,0,0,56,16,9,3,7,14,0.232,4.34,0,0,1,0,78,4,10,0,1,1 +hawblry01,1996,1,COL,NL,0,1,8,0,0,0,0,45,18,10,2,6,7,0.290,6.00,0,1,0,0,69,3,12,0,1,0 +hawkila01,1996,1,MIN,AL,1,1,7,6,0,0,0,79,42,24,8,9,24,0.372,8.20,0,1,0,1,124,1,24,1,1,4 +hayneji01,1996,1,BAL,AL,3,6,26,11,0,0,1,267,122,82,14,58,65,0.333,8.29,1,5,2,0,435,8,84,4,5,10 +heflibr01,1996,1,PHI,NL,0,0,3,0,0,0,0,20,11,5,1,3,4,0.367,6.75,0,0,0,0,34,2,7,0,1,0 +helliri01,1996,1,TEX,AL,1,2,6,2,0,0,0,61,23,17,7,9,16,0.280,7.52,0,1,0,0,92,2,17,0,1,0 +helliri01,1996,2,FLO,NL,2,1,5,4,0,0,0,83,14,6,2,7,26,0.143,1.95,0,0,0,1,106,0,6,1,0,0 +hennemi01,1996,1,TEX,AL,0,7,49,0,0,0,31,126,41,27,6,17,34,0.258,5.79,5,4,0,0,182,45,28,4,2,2 +henrydo01,1996,1,NYN,NL,2,8,58,0,0,0,9,225,82,39,7,36,58,0.273,4.68,6,6,1,1,343,33,48,3,3,5 +hentgpa01,1996,1,TOR,AL,20,10,35,35,10,3,0,797,238,95,20,94,177,0.241,3.22,3,8,5,0,1100,0,105,5,8,24 +heredfe01,1996,1,FLO,NL,1,1,21,0,0,0,0,50,21,8,1,10,10,0.313,4.32,1,2,0,0,78,5,8,0,1,1 +heredgi01,1996,1,TEX,AL,2,5,44,0,0,0,1,220,91,48,12,14,43,0.301,5.89,2,2,1,0,320,21,50,1,2,5 +hermadu01,1996,1,SDN,NL,1,0,8,0,0,0,0,41,18,13,3,4,11,0.340,8.56,0,0,0,1,62,4,15,2,3,1 +hernali01,1996,1,FLO,NL,0,0,1,0,0,0,0,9,3,0,0,2,2,0.273,0.00,0,0,0,0,13,0,0,0,0,1 +hernaro01,1996,1,CHA,AL,6,5,72,0,0,0,38,254,65,18,2,38,85,0.208,1.91,5,6,0,0,355,61,21,2,2,2 +hernaxa01,1996,1,CIN,NL,0,0,3,0,0,0,0,10,8,5,2,2,3,0.471,13.50,0,0,0,0,19,0,6,0,0,2 +hernaxa01,1996,2,HOU,NL,5,5,58,0,0,0,6,224,69,35,11,26,78,0.245,4.22,5,9,2,0,321,27,39,8,3,6 +hershor01,1996,1,CLE,AL,15,9,33,33,1,0,0,618,238,97,21,58,125,0.287,4.24,4,11,12,1,908,0,115,5,4,24 +hillke01,1996,1,TEX,AL,16,10,35,35,7,3,0,752,250,101,19,95,170,0.263,3.63,3,5,6,4,1061,0,110,4,7,26 +hitchst01,1996,1,SEA,AL,13,9,35,35,0,0,0,590,245,117,27,73,132,0.309,5.35,4,4,7,1,885,0,131,3,8,16 +hoffmtr01,1996,1,SDN,NL,9,5,70,0,0,0,42,264,50,22,6,31,111,0.161,2.25,5,2,2,0,348,62,23,2,2,2 +holmeda01,1996,1,COL,NL,5,4,62,0,0,0,1,231,78,34,8,28,73,0.260,3.97,2,2,1,0,333,21,41,2,1,7 +holtch01,1996,1,HOU,NL,0,1,4,0,0,0,0,14,5,3,0,3,0,0.263,5.79,1,1,0,0,22,3,3,0,0,0 +holtzmi01,1996,1,CAL,AL,3,3,30,0,0,0,0,88,21,8,1,19,31,0.204,2.45,2,1,3,0,127,8,11,1,1,3 +holzema01,1996,1,CAL,AL,1,0,25,0,0,0,0,74,35,24,7,8,20,0.327,8.76,1,0,3,0,119,3,28,0,1,2 +honeyri01,1996,1,SLN,NL,2,1,61,0,0,0,4,142,42,15,3,7,30,0.240,2.85,3,1,0,2,190,13,15,5,3,4 +hookch01,1996,1,SFN,NL,0,1,10,0,0,0,0,40,16,11,3,14,4,0.308,7.43,2,1,2,0,71,3,13,2,1,1 +hopejo01,1996,1,PIT,NL,1,3,5,4,0,0,0,58,17,15,5,11,13,0.246,6.98,1,2,2,0,86,0,18,2,1,1 +howest01,1996,1,NYA,AL,0,1,25,0,0,0,1,51,19,12,1,6,5,0.284,6.35,3,2,1,1,76,4,12,2,0,1 +hudekjo01,1996,1,HOU,NL,2,0,15,0,0,0,2,48,12,5,2,5,14,0.207,2.81,2,1,0,1,65,6,5,2,0,0 +hudsojo02,1996,1,BOS,AL,3,5,36,0,0,0,1,135,57,27,4,32,19,0.318,5.40,4,0,0,0,214,16,35,1,2,9 +huismri01,1996,1,KCA,AL,2,1,22,0,0,0,1,88,25,15,4,18,23,0.231,4.60,2,0,0,0,130,5,15,2,2,2 +hunteri01,1996,1,PHI,NL,3,7,14,14,0,0,0,208,84,50,10,33,32,0.304,6.49,2,4,5,0,322,0,54,3,4,4 +hurstbi01,1996,1,FLO,NL,0,0,2,0,0,0,0,6,3,0,0,1,1,0.333,0.00,0,1,0,0,10,2,0,0,0,0 +hurtaed01,1996,1,SEA,AL,2,5,16,4,0,0,2,143,61,41,10,30,36,0.324,7.74,3,2,0,0,223,6,42,0,5,7 +huttoma01,1996,1,NYA,AL,0,2,12,2,0,0,0,91,32,17,3,18,25,0.269,5.04,1,0,1,0,140,5,19,0,2,1 +huttoma01,1996,2,FLO,NL,5,1,13,9,0,0,0,169,47,23,6,18,31,0.222,3.67,0,2,3,0,234,0,23,0,1,5 +isrinja01,1996,1,NYN,NL,6,14,27,27,2,1,0,515,190,91,13,73,114,0.284,4.77,5,14,8,0,766,0,103,7,9,20 +jacksda02,1996,1,SLN,NL,1,1,13,4,0,0,0,109,33,18,3,16,27,0.243,4.46,1,0,1,0,154,3,18,0,1,2 +jacksmi02,1996,1,SEA,AL,1,1,73,0,0,0,6,216,61,29,11,24,70,0.225,3.63,3,2,6,0,302,23,32,0,1,6 +jacomja01,1996,1,KCA,AL,0,4,49,2,0,0,1,143,67,25,5,22,32,0.337,4.72,5,1,2,0,226,21,27,3,0,6 +jamesmi01,1996,1,CAL,AL,5,5,69,0,0,0,1,243,62,24,7,42,65,0.214,2.67,7,5,10,0,353,23,27,6,5,5 +janzema01,1996,1,TOR,AL,4,6,15,11,0,0,0,221,95,60,16,38,47,0.318,7.33,3,7,2,0,344,3,65,1,3,8 +jarvike01,1996,1,CIN,NL,8,9,24,20,2,1,0,361,152,80,17,43,63,0.305,5.98,5,3,2,0,552,2,93,6,2,12 +johnsda05,1996,1,TOR,AL,0,0,10,0,0,0,0,27,5,3,0,5,7,0.161,3.00,0,0,0,0,36,2,3,0,0,0 +johnsdo04,1996,1,OAK,AL,6,12,40,23,1,0,1,474,187,105,21,69,71,0.297,5.98,5,9,6,0,710,4,112,2,3,27 +johnsjo07,1996,1,HOU,NL,1,0,9,0,0,0,0,39,17,8,2,5,5,0.321,5.54,0,0,0,0,60,6,8,0,2,1 +johnsra05,1996,1,SEA,AL,5,0,14,8,0,0,1,184,48,25,8,25,85,0.211,3.67,0,3,2,1,256,2,27,1,0,3 +jonesbo03,1996,1,NYN,NL,12,8,31,31,3,1,0,587,219,96,26,46,116,0.288,4.42,6,2,3,0,826,0,102,12,5,22 +jonesdo01,1996,1,CHN,NL,2,2,28,0,0,0,2,97,41,18,4,7,26,0.306,5.01,4,0,1,0,143,13,20,1,0,4 +jonesdo01,1996,2,ML4,AL,5,0,24,0,0,0,1,95,31,12,3,13,34,0.254,3.41,2,1,2,0,139,8,13,0,2,1 +jonesst02,1996,1,CHA,AL,0,0,2,0,0,0,0,6,0,0,0,1,1,0.000,0.00,0,0,0,0,7,1,0,0,0,0 +jonesto02,1996,1,HOU,NL,6,3,51,0,0,0,17,172,61,28,5,32,44,0.274,4.40,6,3,5,0,263,37,30,2,1,8 +jordari03,1996,1,PHI,NL,2,2,26,0,0,0,0,75,18,5,0,12,17,0.202,1.80,0,1,0,0,103,2,6,1,1,2 +judenje01,1996,1,SFN,NL,4,0,36,0,0,0,0,125,39,19,7,20,35,0.250,4.10,2,3,1,0,180,9,23,1,2,6 +judenje01,1996,2,MON,NL,1,0,22,0,0,0,0,98,22,8,1,14,26,0.188,2.20,0,2,4,0,138,7,12,2,1,3 +kamiesc01,1996,1,NYA,AL,1,2,7,5,0,0,0,68,36,28,6,19,15,0.364,11.12,1,1,2,0,120,0,30,0,0,2 +karchma01,1996,1,CHA,AL,7,4,50,0,0,0,1,178,61,38,10,41,46,0.268,5.76,8,4,2,0,278,13,42,2,4,5 +karlsc01,1996,1,ML4,AL,13,9,32,32,3,1,0,622,220,112,29,72,121,0.271,4.86,0,5,11,1,905,0,124,2,7,22 +keaglgr01,1996,1,DET,AL,3,6,26,6,0,0,0,263,104,72,13,68,70,0.298,7.39,5,2,9,0,435,5,76,2,7,4 +keyji01,1996,1,NYA,AL,12,11,30,30,0,0,0,508,171,88,21,58,116,0.266,4.68,1,2,2,0,715,0,93,7,5,19 +keysebr01,1996,1,CHA,AL,1,2,28,0,0,0,1,179,78,33,3,28,19,0.328,4.98,8,2,0,0,275,10,35,6,3,10 +kiefema01,1996,1,ML4,AL,0,0,7,0,0,0,0,30,15,9,1,5,5,0.366,8.10,1,1,0,1,48,2,9,1,1,1 +kileda01,1996,1,HOU,NL,12,11,35,33,4,0,0,657,233,102,16,97,219,0.276,4.19,8,13,16,3,975,1,113,10,9,18 +klingsc01,1996,1,MIN,AL,1,1,10,3,0,0,0,86,42,25,5,10,15,0.339,7.85,0,1,1,0,137,2,28,1,1,1 +klinkjo01,1996,1,SEA,AL,0,0,3,0,0,0,0,7,3,1,1,1,2,0.300,3.86,0,0,0,0,11,1,1,0,0,0 +knackbr01,1996,1,BOS,AL,0,1,8,0,0,0,0,30,16,10,1,7,5,0.356,9.00,1,1,0,0,53,2,12,0,1,3 +krivdri01,1996,1,BAL,AL,3,5,22,11,0,0,0,245,89,45,14,39,54,0.283,4.96,2,3,1,1,359,4,48,2,2,10 +lacyke01,1996,1,BOS,AL,2,0,11,0,0,0,0,32,15,4,2,8,9,0.333,3.38,0,0,1,0,54,3,5,0,0,2 +langsma01,1996,1,CAL,AL,6,5,18,18,2,0,0,370,116,66,18,45,83,0.247,4.82,0,4,2,0,518,0,68,0,2,11 +larkian01,1996,1,FLO,NL,0,0,1,1,0,0,0,15,3,1,0,4,2,0.176,1.80,0,0,1,0,22,0,1,0,0,1 +leftwph01,1996,1,CAL,AL,0,1,2,2,0,0,0,22,12,6,1,3,4,0.375,7.36,0,0,0,0,35,0,9,0,0,0 +leipeda01,1996,1,PHI,NL,2,0,26,0,0,0,0,63,31,15,4,7,10,0.348,6.43,2,2,0,0,97,8,16,1,0,4 +leipeda01,1996,2,MON,NL,0,1,7,0,0,0,0,12,9,5,0,2,3,0.474,11.25,0,0,0,0,23,0,5,2,0,0 +leiteal01,1996,1,FLO,NL,16,12,33,33,2,1,0,646,153,70,14,119,200,0.202,2.93,3,5,11,0,896,0,74,7,3,23 +leitema01,1996,1,SFN,NL,4,10,23,22,1,0,0,406,151,78,25,50,118,0.283,5.19,7,2,9,3,602,0,93,7,3,7 +leitema01,1996,2,MON,NL,4,2,12,12,1,0,0,209,68,34,12,19,46,0.254,4.39,1,4,7,1,302,0,35,5,3,3 +leskacu01,1996,1,COL,NL,7,5,70,0,0,0,6,221,82,51,12,38,76,0.285,6.23,1,6,2,2,334,32,51,3,3,6 +levinal01,1996,1,CHA,AL,0,1,16,0,0,0,0,55,22,11,1,7,12,0.289,5.40,1,0,1,0,85,5,14,0,1,2 +lewisri01,1996,1,DET,AL,4,6,72,0,0,0,2,271,78,42,9,65,78,0.238,4.18,9,14,4,2,412,19,45,5,10,4 +liebejo01,1996,1,PIT,NL,9,5,51,15,0,0,1,426,156,63,19,28,94,0.279,3.99,2,0,3,0,600,6,70,7,2,11 +lillide01,1996,1,CIN,NL,0,0,5,0,0,0,0,11,5,3,1,0,1,0.357,7.36,0,0,0,0,15,3,3,1,0,0 +limajo01,1996,1,DET,AL,5,6,39,4,0,0,3,218,87,46,13,22,59,0.296,5.70,4,3,5,0,329,15,48,5,3,5 +lintodo01,1996,1,KCA,AL,7,9,21,18,0,0,0,312,111,58,13,26,87,0.271,5.02,1,3,8,1,452,0,65,6,2,6 +lirafe01,1996,1,DET,AL,6,14,32,32,3,2,0,584,204,113,30,66,113,0.269,5.22,2,7,10,0,850,0,123,5,11,15 +lloydgr01,1996,1,ML4,AL,2,4,52,0,0,0,0,153,49,16,3,17,24,0.254,2.82,3,0,1,0,217,15,19,5,1,7 +lloydgr01,1996,2,NYA,AL,0,2,13,0,0,0,0,17,12,11,1,5,6,0.429,17.47,1,4,0,0,35,0,11,0,2,0 +loaizes01,1996,1,PIT,NL,2,3,10,10,1,1,0,158,65,29,11,19,32,0.308,4.96,2,0,2,0,236,0,32,3,1,5 +loiseri01,1996,1,PIT,NL,1,0,5,3,0,0,0,62,22,7,3,8,9,0.268,3.05,1,3,0,0,90,0,8,0,0,3 +lomonke01,1996,1,ATL,NL,0,0,6,0,0,0,0,22,7,4,0,3,1,0.259,4.91,0,0,1,1,31,1,4,0,0,3 +lopezal02,1996,1,CLE,AL,5,4,13,10,0,0,0,186,80,44,14,22,45,0.311,6.39,1,2,2,0,282,0,47,0,1,7 +ludwier01,1996,1,SLN,NL,0,1,6,1,0,0,0,30,11,10,4,3,12,0.275,9.00,0,0,1,0,45,2,11,0,1,0 +lyonscu01,1996,1,CIN,NL,2,0,3,3,0,0,0,48,17,8,1,7,14,0.274,4.50,0,0,1,0,70,0,8,0,0,1 +macdobo01,1996,1,NYN,NL,0,2,20,0,0,0,0,57,16,9,2,9,12,0.235,4.26,0,1,0,0,79,6,10,1,1,2 +maddugr01,1996,1,ATL,NL,15,11,35,35,5,1,0,735,225,74,11,28,172,0.241,2.72,11,4,3,0,978,0,85,8,5,23 +maddumi01,1996,1,BOS,AL,3,2,23,7,0,0,0,193,76,32,12,27,32,0.295,4.48,2,1,5,0,295,2,37,3,2,7 +madurca01,1996,1,PHI,NL,0,1,4,2,0,0,0,46,13,6,1,3,11,0.232,3.52,0,1,2,0,62,0,6,1,0,0 +magnami01,1996,1,KCA,AL,2,2,38,0,0,0,0,162,58,34,5,24,32,0.282,5.67,1,3,4,0,238,9,38,0,4,7 +magrajo01,1996,1,CHA,AL,1,5,19,8,0,0,0,161,70,41,10,25,21,0.318,6.88,1,3,3,0,252,3,45,1,3,7 +mahompa01,1996,1,MIN,AL,1,4,20,5,0,0,0,135,63,36,10,27,30,0.330,7.20,0,2,0,0,220,5,38,0,2,4 +mahompa01,1996,2,BOS,AL,2,0,11,0,0,0,2,37,9,8,3,6,6,0.209,5.84,0,0,0,0,51,5,8,2,0,1 +mantema01,1996,1,FLO,NL,1,0,14,0,0,0,0,55,13,13,2,21,25,0.197,6.38,1,2,1,0,89,1,13,1,0,1 +manueba01,1996,1,MON,NL,4,1,53,0,0,0,0,258,70,31,10,26,62,0.220,3.24,4,4,7,0,360,7,34,6,2,4 +martide01,1996,1,CLE,AL,9,6,20,20,1,1,0,336,122,56,12,37,48,0.278,4.50,2,0,2,0,483,0,63,2,3,9 +martipe02,1996,1,MON,NL,13,10,33,33,4,1,0,650,189,89,19,70,222,0.232,3.70,3,6,3,0,901,0,100,9,6,13 +martipe03,1996,1,NYN,NL,0,0,5,0,0,0,0,21,8,5,1,7,6,0.296,6.43,4,0,0,0,36,0,7,1,1,0 +martipe03,1996,2,CIN,NL,0,0,4,0,0,0,0,9,5,2,1,1,3,0.357,6.00,0,0,0,0,15,0,2,0,0,0 +martira02,1996,1,LAN,NL,15,6,28,27,2,2,0,506,153,64,12,86,133,0.245,3.42,5,2,8,1,732,1,76,7,6,17 +mathete01,1996,1,FLO,NL,2,4,57,0,0,0,4,165,59,30,7,27,49,0.273,4.91,5,0,1,0,247,19,33,2,1,7 +mathete01,1996,2,BAL,AL,2,2,14,0,0,0,0,56,20,7,3,7,13,0.282,3.38,0,0,0,0,79,5,7,1,0,1 +mathetj01,1996,1,SLN,NL,2,6,67,0,0,0,6,251,62,28,8,32,80,0.203,3.01,4,1,2,0,345,23,32,5,0,1 +maxcybr01,1996,1,DET,AL,0,0,2,0,0,0,0,10,8,5,2,2,1,0.471,13.50,0,0,0,0,19,0,5,0,0,0 +mayda02,1996,1,PIT,NL,0,1,5,2,0,0,0,26,15,9,5,4,5,0.357,9.35,0,0,1,0,47,0,10,0,0,0 +mayda02,1996,2,CAL,AL,0,0,5,0,0,0,0,8,3,3,1,2,1,0.333,10.13,0,0,0,0,13,2,3,0,2,0 +mccargr01,1996,1,SEA,AL,0,0,10,0,0,0,0,29,8,2,0,4,7,0.229,1.86,0,0,4,0,45,1,2,1,1,1 +mccaski01,1996,1,CHA,AL,5,5,29,4,0,0,0,155,72,40,6,31,28,0.344,6.97,8,1,2,0,246,13,41,3,1,8 +mccurje01,1996,1,DET,AL,0,0,2,0,0,0,0,10,9,9,3,2,0,0.474,24.30,0,0,0,0,21,1,9,0,0,0 +mcdonbe01,1996,1,ML4,AL,12,10,35,35,2,0,0,664,228,96,25,67,146,0.264,3.90,0,4,6,0,951,0,104,8,7,15 +mcdowja01,1996,1,CLE,AL,13,9,30,30,5,1,0,576,214,109,22,67,141,0.282,5.11,2,5,4,0,846,0,119,10,5,13 +mcdowro01,1996,1,BAL,AL,1,1,41,0,0,0,4,178,69,28,7,23,20,0.296,4.25,1,0,2,0,262,11,32,3,1,11 +mcelrch01,1996,1,CIN,NL,2,0,12,0,0,0,0,37,13,9,2,10,13,0.265,6.57,1,0,0,0,59,1,10,0,0,1 +mcelrch01,1996,2,CAL,AL,5,1,40,0,0,0,0,110,32,12,2,13,32,0.239,2.95,2,1,2,0,151,11,12,1,1,5 +mcmicgr01,1996,1,ATL,NL,5,3,73,0,0,0,2,260,84,31,4,27,78,0.253,3.22,7,4,1,1,366,14,37,3,3,9 +meachru01,1996,1,SEA,AL,1,1,15,5,0,0,1,127,57,27,9,13,25,0.328,5.74,1,1,4,0,192,3,28,0,1,5 +mecirji01,1996,1,NYA,AL,1,1,26,0,0,0,0,121,42,23,6,23,38,0.275,5.13,4,6,0,0,185,10,24,5,4,2 +mendora01,1996,1,NYA,AL,4,5,12,11,0,0,0,159,80,40,5,10,34,0.343,6.79,1,2,4,1,249,0,43,1,1,5 +menhapa01,1996,1,SEA,AL,2,2,11,6,0,0,0,126,55,34,9,25,18,0.327,7.29,0,1,2,0,196,4,36,1,0,8 +mercejo02,1996,1,ML4,AL,0,2,11,0,0,0,0,50,20,17,6,5,6,0.294,9.18,0,2,0,0,74,4,18,0,1,1 +merckke01,1996,1,BAL,AL,3,6,14,12,0,0,0,174,73,50,12,35,22,0.307,7.76,1,3,3,1,283,0,56,3,4,2 +merckke01,1996,2,CLE,AL,1,0,10,0,0,0,0,35,10,4,1,3,7,0.244,3.09,1,0,0,0,46,2,4,0,2,1 +mesajo01,1996,1,CLE,AL,2,7,69,0,0,0,39,217,69,30,6,28,64,0.257,3.73,4,4,3,0,304,60,32,2,2,8 +micelda01,1996,1,PIT,NL,2,10,44,9,0,0,1,257,99,55,15,45,66,0.291,5.78,5,9,3,0,398,17,65,3,7,5 +milacbo01,1996,1,SEA,AL,1,4,7,4,0,0,0,63,30,16,3,15,13,0.330,6.86,3,0,0,0,106,1,20,0,0,2 +milchmi01,1996,1,MIN,AL,2,1,26,0,0,0,0,65,31,20,6,12,19,0.341,8.31,1,1,0,0,105,7,21,2,0,0 +milchmi01,1996,2,BAL,AL,1,0,13,0,0,0,0,33,13,7,0,5,10,0.325,5.73,1,0,0,0,49,0,7,1,3,1 +milleku01,1996,1,FLO,NL,1,3,26,5,0,0,0,139,57,35,5,33,30,0.313,6.80,8,1,2,1,222,6,41,4,1,8 +milletr01,1996,1,MIN,AL,1,2,7,7,0,0,0,79,45,27,7,9,15,0.388,9.23,0,0,0,0,126,0,29,1,0,4 +milletr02,1996,1,DET,AL,0,4,5,4,0,0,0,50,28,17,3,9,8,0.384,9.18,0,0,2,0,88,0,17,2,2,0 +millsal01,1996,1,BAL,AL,3,2,49,0,0,0,3,164,40,26,10,35,50,0.208,4.28,2,6,1,0,233,23,26,3,2,2 +mimbsmi01,1996,1,PHI,NL,3,9,21,17,0,0,0,298,116,61,13,41,56,0.294,5.53,1,7,2,0,448,0,66,8,3,12 +minchna01,1996,1,BOS,AL,0,2,2,2,0,0,0,18,16,10,1,5,4,0.533,15.00,0,1,0,0,36,0,11,0,1,2 +minorbl01,1996,1,NYN,NL,0,0,17,0,0,0,0,77,23,10,4,6,20,0.237,3.51,2,1,0,0,104,4,11,0,1,3 +minorbl01,1996,2,SEA,AL,0,1,11,0,0,0,0,76,27,14,6,11,14,0.276,4.97,0,2,0,0,109,6,14,0,0,3 +miranan01,1996,1,ML4,AL,7,6,46,12,0,0,1,328,116,60,12,69,78,0.277,4.94,4,10,2,0,503,5,68,5,8,6 +mitchla01,1996,1,PHI,NL,0,0,7,0,0,0,0,36,14,6,1,5,7,0.311,4.50,1,0,0,0,51,2,6,0,1,3 +mlickda01,1996,1,NYN,NL,6,7,51,2,0,0,1,270,95,33,9,33,83,0.277,3.30,8,7,6,0,393,16,46,8,3,13 +moehlbr01,1996,1,DET,AL,0,1,2,2,0,0,0,31,11,5,1,8,2,0.262,4.35,1,1,0,0,51,0,10,1,0,0 +mohlemi01,1996,1,OAK,AL,6,3,72,0,0,0,7,243,79,33,9,41,64,0.263,3.67,6,9,1,0,352,30,36,6,4,10 +monteri01,1996,1,CAL,AL,0,3,12,0,0,0,0,46,23,10,5,2,5,0.348,5.87,0,0,1,1,69,2,11,0,0,2 +montgje01,1996,1,KCA,AL,4,6,48,0,0,0,24,190,59,30,14,19,45,0.251,4.26,3,0,3,0,261,41,31,3,1,8 +montgst01,1996,1,OAK,AL,1,0,8,0,0,0,0,41,18,14,5,13,8,0.310,9.22,2,3,0,0,71,0,14,0,0,1 +moorema01,1996,1,CIN,NL,3,3,23,0,0,0,2,79,26,17,3,22,27,0.263,5.81,1,1,2,0,129,11,21,3,3,3 +morelra01,1996,1,PIT,NL,2,1,29,0,0,0,0,126,57,25,4,19,22,0.324,5.36,5,1,1,1,198,4,27,1,1,2 +morgami01,1996,1,SLN,NL,4,8,18,18,0,0,0,309,118,60,14,40,55,0.294,5.24,0,2,0,0,452,0,63,5,6,13 +morgami01,1996,2,CIN,NL,2,3,5,5,0,0,0,82,28,7,2,7,19,0.267,2.30,0,0,1,0,115,0,9,1,1,2 +mormaal01,1996,1,HOU,NL,4,1,53,0,0,0,0,126,43,23,8,24,31,0.261,4.93,6,3,0,1,192,9,24,2,1,2 +moyerja01,1996,1,BOS,AL,7,1,23,10,0,0,0,270,111,45,14,27,50,0.300,4.50,2,2,1,1,405,1,50,4,3,5 +moyerja01,1996,2,SEA,AL,6,2,11,11,0,0,0,212,66,26,9,19,29,0.243,3.31,3,1,1,0,298,0,36,3,3,5 +mulhote01,1996,1,PHI,NL,8,7,21,21,3,0,0,400,157,69,17,21,52,0.293,4.66,1,5,3,0,571,0,74,6,5,17 +mulhote01,1996,2,SEA,AL,5,4,12,12,0,0,0,208,75,36,5,28,34,0.286,4.67,3,1,2,0,300,0,38,5,3,7 +munozbo01,1996,1,PHI,NL,0,3,6,6,0,0,0,76,42,22,5,7,8,0.375,7.82,1,0,1,0,123,0,28,2,1,3 +munozmi01,1996,1,COL,NL,2,2,54,0,0,0,0,134,55,33,4,16,45,0.302,6.65,2,0,1,0,203,7,33,3,1,4 +mussimi01,1996,1,BAL,AL,19,11,36,36,4,1,0,730,264,130,31,69,204,0.275,4.81,0,3,3,0,1039,0,137,4,4,20 +myersji01,1996,1,BAL,AL,0,0,11,0,0,0,0,42,18,11,4,3,6,0.305,7.07,1,1,0,0,64,5,13,0,2,0 +myersmi01,1996,1,DET,AL,1,5,83,0,0,0,6,194,70,36,6,34,69,0.272,5.01,8,2,4,0,298,25,41,2,1,7 +myersra01,1996,1,BAL,AL,4,4,62,0,0,0,31,176,60,23,7,29,74,0.265,3.53,4,3,1,0,262,50,24,3,3,3 +myersro01,1996,1,CHN,NL,2,1,45,0,0,0,0,202,61,35,6,38,50,0.243,4.68,3,4,3,1,298,8,38,1,5,6 +nagych01,1996,1,CLE,AL,17,5,32,32,5,0,0,666,217,84,21,61,167,0.255,3.41,2,7,3,0,921,0,89,2,4,26 +naultda01,1996,1,MIN,AL,3,2,49,0,0,0,4,171,43,24,5,35,56,0.207,3.79,3,2,0,0,245,15,26,2,0,6 +navarja01,1996,1,CHN,NL,15,12,35,35,4,1,0,710,244,103,25,72,158,0.269,3.92,5,10,10,0,1007,0,116,10,7,24 +neaglde01,1996,1,PIT,NL,14,6,27,27,1,0,0,548,186,62,21,34,131,0.267,3.05,2,2,3,1,745,0,67,9,3,19 +neaglde01,1996,2,ATL,NL,2,3,6,6,1,0,0,116,40,24,5,14,18,0.268,5.59,0,1,0,0,165,0,26,1,1,3 +nelsoje01,1996,1,NYA,AL,4,4,73,0,0,0,2,223,75,36,6,36,91,0.262,4.36,1,4,2,0,328,27,38,3,1,7 +nenro01,1996,1,FLO,NL,5,1,75,0,0,0,35,249,67,18,2,21,92,0.225,1.95,6,4,1,0,326,66,21,5,1,11 +niedda01,1996,1,COL,NL,0,2,6,1,0,0,0,16,5,8,1,8,4,0.250,13.50,0,0,0,0,29,3,8,0,1,1 +nitkocj01,1996,1,DET,AL,2,3,11,8,0,0,0,137,62,41,7,38,36,0.332,8.08,1,2,7,0,234,0,44,0,2,7 +nomohi01,1996,1,LAN,NL,16,11,33,33,3,2,0,685,180,81,23,85,234,0.218,3.19,6,11,2,3,932,0,93,12,6,11 +ogeach01,1996,1,CLE,AL,10,6,29,21,1,1,0,440,151,78,22,42,101,0.266,4.79,3,2,5,0,620,2,82,3,3,11 +olivaom01,1996,1,DET,AL,7,11,25,25,4,0,0,480,169,87,16,75,81,0.275,4.89,4,4,9,1,708,0,90,3,6,24 +oliveda02,1996,1,TEX,AL,14,6,30,30,1,1,0,521,190,90,20,76,112,0.279,4.66,3,5,10,1,777,0,97,2,7,14 +olsongr01,1996,1,DET,AL,3,0,43,0,0,0,8,129,43,24,6,28,29,0.259,5.02,4,5,1,0,196,28,25,1,0,4 +olsongr01,1996,2,HOU,NL,1,0,9,0,0,0,0,28,12,5,1,7,8,0.308,4.82,2,1,0,0,47,2,5,0,1,1 +oquismi01,1996,1,SDN,NL,0,0,8,0,0,0,0,23,6,2,0,4,4,0.231,2.35,2,1,0,0,30,3,2,0,0,3 +oroscje01,1996,1,BAL,AL,3,1,66,0,0,0,0,167,42,21,5,28,52,0.207,3.40,4,2,2,0,236,10,22,2,1,4 +osbordo01,1996,1,SLN,NL,13,9,30,30,2,1,0,596,191,78,22,57,134,0.254,3.53,5,6,1,1,822,0,87,7,4,11 +osunaal01,1996,1,SDN,NL,0,0,10,0,0,0,0,12,5,1,0,2,4,0.313,2.25,1,1,1,0,20,0,1,0,1,0 +osunaan01,1996,1,LAN,NL,9,6,73,0,0,0,4,252,65,28,6,32,85,0.220,3.00,12,3,2,2,342,21,33,7,5,7 +pacheal01,1996,1,MON,NL,0,0,5,0,0,0,0,17,8,7,2,1,7,0.320,11.12,0,0,0,0,26,2,7,0,0,0 +paintla01,1996,1,COL,NL,4,2,34,1,0,0,0,152,56,33,12,25,48,0.280,5.86,3,1,3,0,234,4,37,3,3,5 +palldo01,1996,1,FLO,NL,1,1,12,0,0,0,0,56,16,12,3,9,9,0.232,5.79,1,1,0,0,80,2,15,1,1,0 +paniajo01,1996,1,MON,NL,2,4,13,11,0,0,0,153,55,20,7,23,27,0.282,3.53,0,2,3,2,223,0,24,1,1,8 +parkch01,1996,1,LAN,NL,5,5,48,10,0,0,0,326,82,44,7,71,119,0.209,3.64,3,4,4,3,477,7,48,8,1,9 +parrajo01,1996,1,MIN,AL,5,5,27,5,0,0,0,210,88,47,15,27,50,0.308,6.04,0,4,3,1,320,7,48,1,3,6 +parreje01,1996,1,SLN,NL,2,2,33,0,0,0,0,127,40,20,2,20,42,0.245,4.25,2,7,1,0,186,16,20,1,1,3 +parreje01,1996,2,PHI,NL,1,1,18,0,0,0,0,72,24,5,0,11,22,0.270,1.88,2,3,0,0,102,7,5,1,1,3 +parrist01,1996,1,PIT,NL,0,3,8,4,0,0,0,79,35,21,4,11,27,0.321,7.18,0,2,1,0,123,3,22,1,1,2 +pattebo01,1996,1,CHN,NL,3,3,79,0,0,0,8,164,46,19,6,22,53,0.229,3.13,7,1,1,1,230,27,19,2,4,4 +patteda04,1996,1,TEX,AL,0,0,7,0,0,0,0,26,10,0,0,3,5,0.286,0.00,1,0,0,0,38,5,4,0,0,1 +pavlada01,1996,1,NYA,AL,0,0,16,0,0,0,1,69,23,6,0,7,18,0.264,2.35,2,3,1,0,97,8,7,2,0,3 +pavliro01,1996,1,TEX,AL,15,8,34,34,7,0,0,603,216,116,28,81,127,0.276,5.19,5,8,5,0,877,0,120,3,4,21 +penaal01,1996,1,FLO,NL,0,1,4,0,0,0,0,12,4,2,2,1,5,0.235,4.50,0,0,0,0,18,3,5,0,0,0 +pennibr01,1996,1,BOS,AL,0,2,14,0,0,0,0,39,6,4,1,15,13,0.140,2.77,1,1,0,0,59,6,5,0,1,1 +pennibr01,1996,2,CAL,AL,0,0,8,0,0,0,0,22,5,10,1,16,7,0.185,12.27,0,1,0,0,43,2,10,0,0,0 +percitr01,1996,1,CAL,AL,0,2,62,0,0,0,36,222,38,19,8,31,100,0.149,2.31,4,2,2,0,291,52,20,2,1,2 +perezmi01,1996,1,CHN,NL,1,0,24,0,0,0,0,81,29,14,2,13,22,0.264,4.67,1,1,3,0,127,4,14,1,0,0 +perezyo01,1996,1,FLO,NL,3,4,64,0,0,0,0,143,51,28,2,31,47,0.274,5.29,4,2,1,0,222,15,28,2,2,3 +persoro01,1996,1,NYN,NL,4,5,27,13,0,0,0,269,86,45,16,35,76,0.247,4.52,3,3,2,0,390,1,50,1,4,2 +peterch01,1996,1,PIT,NL,2,4,16,10,0,0,0,192,72,40,9,25,28,0.287,5.63,0,4,1,0,283,0,43,3,3,8 +petkoma01,1996,1,SLN,NL,11,2,48,6,0,0,0,266,83,35,9,35,45,0.251,3.55,2,2,5,1,377,7,37,5,1,16 +pettian01,1996,1,NYA,AL,21,8,35,34,2,0,0,663,229,95,23,72,162,0.271,3.87,2,6,3,1,929,1,105,7,3,23 +pichahi01,1996,1,KCA,AL,3,5,57,0,0,0,3,204,74,41,5,26,43,0.284,5.43,5,4,2,0,294,28,41,3,2,12 +plesada01,1996,1,PIT,NL,6,5,73,0,0,0,11,211,67,32,4,24,76,0.247,4.09,6,4,0,0,300,30,35,2,3,4 +plunker01,1996,1,CLE,AL,3,2,56,0,0,0,2,233,56,21,6,34,85,0.203,2.43,2,4,3,1,318,12,21,1,4,5 +polleda01,1996,1,NYA,AL,1,3,32,0,0,0,0,65,23,19,5,11,14,0.264,7.89,1,0,3,0,103,9,20,1,1,0 +pooleji02,1996,1,CLE,AL,4,0,32,0,0,0,0,80,29,9,3,14,19,0.274,3.04,4,2,0,0,121,8,15,0,1,3 +pooleji02,1996,2,SFN,NL,2,1,35,0,0,0,0,71,15,7,2,13,19,0.188,2.66,3,1,1,0,97,5,7,3,0,2 +portuma01,1996,1,CIN,NL,8,9,27,26,1,1,0,468,146,69,20,42,93,0.248,3.98,2,6,2,0,646,0,77,7,6,10 +pottsmi01,1996,1,ML4,AL,1,2,24,0,0,0,1,136,58,36,7,30,21,0.319,7.15,2,3,0,1,217,7,39,1,4,5 +powelja04,1996,1,FLO,NL,4,3,67,0,0,0,2,214,71,36,5,36,52,0.255,4.54,1,3,4,0,321,16,41,2,1,9 +prietar01,1996,1,OAK,AL,6,7,21,21,2,0,0,377,130,58,9,54,75,0.273,4.15,2,6,7,2,547,0,66,5,5,15 +pughti01,1996,1,CIN,NL,1,0,9,0,0,0,0,46,20,18,3,11,9,0.317,10.57,2,1,1,0,78,0,18,2,1,1 +pughti01,1996,2,KCA,AL,0,1,19,1,0,0,0,109,42,22,9,12,27,0.282,5.45,1,2,2,0,164,8,24,0,1,2 +pughti01,1996,3,CIN,NL,0,1,1,0,0,0,0,1,4,2,0,0,0,0.800,54.00,0,0,0,0,5,0,2,0,0,0 +quantpa01,1996,1,TOR,AL,5,14,38,20,0,0,0,403,172,81,27,51,86,0.317,5.43,3,1,2,1,609,7,90,5,7,12 +quirira01,1996,1,PHI,NL,0,1,1,1,0,0,0,5,4,7,1,5,1,0.444,37.80,0,0,0,1,14,0,7,0,0,0 +radinsc01,1996,1,LAN,NL,5,1,58,0,0,0,1,157,52,14,2,17,48,0.264,2.41,5,0,0,3,221,19,19,4,3,3 +radkebr01,1996,1,MIN,AL,11,16,35,35,3,0,0,696,231,115,40,57,148,0.256,4.46,2,1,4,0,973,0,125,5,6,16 +rapppa01,1996,1,FLO,NL,8,16,30,29,0,0,0,487,184,92,12,91,86,0.301,5.10,6,13,3,0,728,1,95,15,8,23 +reedst01,1996,1,COL,NL,4,3,70,0,0,0,0,225,66,33,11,19,51,0.239,3.96,0,1,6,0,307,7,38,2,4,6 +rekarbr01,1996,1,COL,NL,2,4,14,11,0,0,0,175,87,58,11,26,25,0.345,8.95,1,4,5,0,289,0,61,3,3,4 +remlimi01,1996,1,CIN,NL,0,1,19,4,0,0,0,82,24,17,4,19,19,0.245,5.60,2,2,3,2,125,2,17,3,1,3 +reyesal01,1996,1,ML4,AL,1,0,5,0,0,0,0,17,8,5,1,2,2,0.320,7.94,0,2,0,0,27,2,5,0,0,0 +reyesca01,1996,1,OAK,AL,7,10,46,10,0,0,0,367,134,65,19,61,78,0.282,4.78,8,2,2,1,550,14,71,2,8,14 +reynoar02,1996,1,COL,NL,8,9,30,30,0,0,0,506,195,93,27,49,88,0.291,4.96,0,4,9,3,733,0,97,3,3,14 +reynosh01,1996,1,HOU,NL,16,10,35,35,4,1,0,717,227,97,20,44,204,0.249,3.65,3,5,8,1,981,0,103,11,7,10 +rhodear01,1996,1,BAL,AL,9,1,28,2,0,0,1,159,48,24,6,23,62,0.241,4.08,3,0,0,0,224,5,28,1,1,7 +rislebi01,1996,1,TOR,AL,0,1,25,0,0,0,0,125,33,18,7,25,29,0.221,3.89,0,1,0,0,177,11,20,1,2,5 +ritzke01,1996,1,COL,NL,17,11,35,35,2,0,0,639,236,125,24,105,105,0.282,5.28,3,10,12,1,966,0,135,8,4,18 +riverma01,1996,1,NYA,AL,8,3,61,0,0,0,5,323,73,25,1,34,130,0.189,2.09,3,1,2,0,425,14,25,2,1,6 +roajo01,1996,1,CLE,AL,0,0,1,0,0,0,0,5,4,2,0,3,0,0.500,10.80,0,0,0,0,11,0,2,0,0,0 +roberri02,1996,1,MIN,AL,7,17,36,31,5,3,0,559,197,106,22,116,114,0.273,5.12,2,7,9,0,853,1,113,2,4,23 +robinke01,1996,1,KCA,AL,1,0,5,0,0,0,0,18,9,4,0,3,5,0.346,6.00,1,1,0,0,30,2,4,0,1,0 +rodrifr02,1996,1,MIN,AL,13,14,38,33,3,0,2,620,218,116,27,78,110,0.272,5.05,1,2,5,0,899,4,129,6,8,21 +rodrine01,1996,1,BAL,AL,0,1,8,1,0,0,0,50,18,8,2,7,12,0.265,4.32,0,0,1,0,77,2,11,0,1,0 +rogerke01,1996,1,NYA,AL,12,8,30,30,2,1,0,537,179,93,16,83,92,0.261,4.68,2,5,8,0,786,0,97,6,3,15 +rojasme01,1996,1,MON,NL,7,4,74,0,0,0,36,243,56,29,5,28,92,0.193,3.22,3,3,2,0,326,64,30,2,4,5 +rosadjo01,1996,1,KCA,AL,8,6,16,16,2,1,0,320,101,38,7,26,64,0.249,3.21,1,5,4,1,441,0,39,1,4,9 +ruebema01,1996,1,PIT,NL,1,1,26,7,0,0,1,176,64,30,7,25,22,0.277,4.60,0,2,6,0,265,3,38,0,3,5 +rueteki01,1996,1,MON,NL,5,6,16,16,0,0,0,236,91,40,12,22,30,0.294,4.58,0,0,2,0,338,0,44,4,1,5 +rueteki01,1996,2,SFN,NL,1,2,4,3,0,0,0,70,18,5,0,5,16,0.207,1.93,0,2,0,0,92,0,6,0,0,0 +ruffcsc01,1996,1,CHA,AL,0,1,3,1,0,0,0,19,10,8,1,6,3,0.370,11.37,0,2,0,0,34,1,8,1,0,0 +ruffibr01,1996,1,COL,NL,7,5,71,0,0,0,24,209,55,31,5,29,74,0.212,4.00,3,10,0,0,292,56,35,0,3,5 +ruffijo01,1996,1,CIN,NL,1,3,49,0,0,0,0,187,71,38,10,37,69,0.292,5.49,5,8,2,0,289,13,42,4,3,10 +russeje01,1996,1,TEX,AL,3,3,55,0,0,0,3,168,58,21,5,22,23,0.269,3.38,3,3,4,0,249,11,22,3,4,2 +ryanke01,1996,1,PHI,NL,3,5,62,0,0,0,8,267,71,24,4,45,70,0.223,2.43,8,4,1,3,370,26,32,5,0,11 +sackibr01,1996,1,BAL,AL,0,0,3,0,0,0,0,14,6,2,1,3,2,0.316,3.86,0,0,0,1,22,2,2,0,0,0 +sageraj01,1996,1,DET,AL,4,5,22,9,0,0,0,237,91,44,10,29,52,0.294,5.01,2,1,2,0,347,1,46,3,3,6 +salkero01,1996,1,CIN,NL,8,5,29,19,1,1,0,348,114,67,18,54,82,0.261,5.20,2,7,6,1,509,2,69,10,3,10 +sandesc01,1996,1,CAL,AL,0,2,5,4,0,0,0,54,39,15,5,4,7,0.433,7.50,0,0,2,2,98,0,21,1,1,2 +sandesc02,1996,1,SDN,NL,9,5,46,16,0,0,0,432,117,54,10,48,157,0.221,3.38,5,7,2,0,594,6,58,7,7,6 +sauveri01,1996,1,CHA,AL,0,0,3,0,0,0,0,9,3,5,1,5,1,0.333,15.00,0,0,1,0,15,0,5,0,0,2 +scanlbo01,1996,1,DET,AL,0,0,8,0,0,0,0,33,16,13,1,9,3,0.348,10.64,1,1,1,0,57,2,15,1,0,4 +scanlbo01,1996,2,KCA,AL,0,1,9,0,0,0,0,34,13,4,1,3,3,0.295,3.18,1,0,1,0,48,2,4,0,0,3 +schilcu01,1996,1,PHI,NL,9,10,26,26,8,2,0,550,149,65,16,50,182,0.223,3.19,5,5,3,0,732,0,69,6,4,15 +schmija01,1996,1,ATL,NL,3,4,13,11,0,0,0,176,69,44,8,32,48,0.296,6.75,0,5,0,1,274,0,48,3,6,4 +schmija01,1996,2,PIT,NL,2,2,6,6,1,0,0,113,39,17,2,21,26,0.271,4.06,0,3,2,0,171,0,19,1,3,2 +schmije01,1996,1,CAL,AL,2,0,9,0,0,0,0,24,13,7,2,8,2,0.394,7.88,0,1,0,0,42,1,9,0,1,2 +schoupe01,1996,1,CIN,NL,4,5,12,12,0,0,0,202,79,45,7,24,54,0.293,6.01,1,3,3,0,304,0,48,3,4,4 +schutca01,1996,1,ATL,NL,0,0,3,0,0,0,0,10,3,1,0,2,5,0.273,2.70,1,0,0,0,13,1,1,0,0,1 +scottti01,1996,1,MON,NL,3,5,45,0,0,0,1,139,41,16,3,21,37,0.238,3.11,2,1,2,0,198,14,18,1,2,3 +scottti01,1996,2,SFN,NL,2,2,20,0,0,0,0,59,24,18,5,9,10,0.316,8.24,0,2,1,0,90,2,18,3,1,1 +seleaa01,1996,1,BOS,AL,7,11,29,29,1,0,0,472,192,93,14,67,137,0.303,5.32,2,2,8,0,722,0,110,6,7,11 +serafda01,1996,1,MIN,AL,0,1,1,1,0,0,0,13,7,5,1,2,1,0.368,10.38,0,0,1,0,23,0,5,0,1,0 +servisc01,1996,1,CIN,NL,1,0,34,1,0,0,0,144,51,21,7,18,46,0.277,3.94,4,5,6,0,213,5,21,4,1,1 +shawje01,1996,1,CIN,NL,8,6,78,0,0,0,4,314,99,29,8,29,69,0.252,2.49,11,0,2,0,434,24,34,5,5,11 +shephke01,1996,1,BAL,AL,0,1,13,0,0,0,0,62,31,20,6,18,17,0.341,8.71,1,0,0,0,111,6,27,1,1,3 +shueypa01,1996,1,CLE,AL,5,2,42,0,0,0,4,161,45,17,6,26,44,0.231,2.85,3,3,0,1,225,18,19,1,3,4 +silvajo01,1996,1,TOR,AL,0,0,2,0,0,0,0,6,5,3,1,0,0,0.455,13.50,0,0,0,0,11,0,3,0,0,0 +simasbi01,1996,1,CHA,AL,2,8,64,0,0,0,2,218,75,37,5,39,65,0.265,4.58,6,0,3,0,328,16,39,1,2,3 +sirotmi01,1996,1,CHA,AL,1,2,15,4,0,0,0,79,34,21,3,12,11,0.315,7.18,0,1,0,0,122,2,27,0,2,4 +slocuhe01,1996,1,BOS,AL,5,5,75,0,0,0,31,250,68,28,2,55,88,0.222,3.02,5,10,3,0,368,60,31,1,3,7 +smallaa01,1996,1,OAK,AL,1,3,12,3,0,0,0,86,37,26,3,22,17,0.308,8.16,1,2,1,0,144,4,28,0,1,2 +smallma01,1996,1,HOU,NL,0,1,16,0,0,0,0,73,33,16,1,13,16,0.308,5.92,3,1,1,1,122,4,23,1,0,1 +smilejo01,1996,1,CIN,NL,13,14,35,34,2,2,0,652,207,88,20,54,171,0.256,3.64,5,7,4,1,889,0,100,16,7,18 +smithle02,1996,1,CAL,AL,0,0,11,0,0,0,0,33,8,3,0,3,6,0.205,2.45,0,1,0,0,44,8,4,0,2,0 +smithle02,1996,2,CIN,NL,3,4,43,0,0,0,2,133,49,20,4,23,35,0.277,4.06,4,2,1,0,201,16,20,0,0,2 +smithza01,1996,1,PIT,NL,4,6,16,16,1,1,0,250,104,47,7,21,47,0.309,5.08,4,0,4,1,368,0,53,3,3,9 +smoltjo01,1996,1,ATL,NL,24,8,35,35,6,2,0,761,199,83,19,55,276,0.216,2.94,3,10,2,1,995,0,93,12,4,13 +soderst01,1996,1,SFN,NL,2,0,3,3,0,0,0,41,16,8,1,6,9,0.302,5.27,0,0,2,0,63,0,11,0,2,2 +sodowcl01,1996,1,DET,AL,1,3,7,7,0,0,0,73,40,32,5,20,9,0.370,11.84,0,3,3,0,132,0,34,1,0,4 +sparkst01,1996,1,ML4,AL,4,7,20,13,1,0,0,266,103,65,19,52,21,0.297,6.60,0,6,3,0,406,2,66,3,1,13 +spoljpa01,1996,1,TOR,AL,2,2,28,0,0,0,1,114,30,13,6,19,38,0.214,3.08,1,0,2,0,163,12,17,1,1,4 +spradje01,1996,1,CIN,NL,0,0,1,0,0,0,0,1,0,0,0,0,0,0.000,0.00,0,1,0,0,1,1,0,0,0,0 +sprinde01,1996,1,CAL,AL,5,6,20,15,2,1,0,284,91,58,24,43,64,0.251,5.51,0,1,6,0,413,3,65,0,1,7 +sprinru01,1996,1,PHI,NL,3,10,51,7,0,0,0,290,106,50,12,38,94,0.272,4.66,6,5,1,0,437,12,60,5,3,0 +stantmi02,1996,1,BOS,AL,4,3,59,0,0,0,1,169,58,24,9,23,46,0.275,3.83,4,3,0,2,239,19,24,3,2,5 +stantmi02,1996,2,TEX,AL,0,1,22,0,0,0,0,67,20,8,2,4,14,0.241,3.22,1,0,0,0,88,9,8,1,0,1 +stephga01,1996,1,BAL,AL,0,1,3,0,0,0,0,19,13,9,1,3,3,0.433,12.79,1,0,1,0,35,2,9,1,0,0 +steveda01,1996,1,MIN,AL,3,3,49,0,0,0,11,174,58,30,12,25,29,0.264,4.66,2,1,0,0,251,38,31,3,3,4 +stottto01,1996,1,SLN,NL,14,11,34,33,5,2,0,670,191,96,30,93,194,0.231,3.87,8,8,4,1,944,0,100,12,9,15 +sturtta01,1996,1,CHN,NL,1,0,6,0,0,0,0,33,16,11,3,5,7,0.348,9.00,0,0,0,0,51,3,11,0,0,3 +sullisc01,1996,1,CIN,NL,0,0,7,0,0,0,0,24,7,2,0,5,3,0.250,2.25,0,1,1,0,35,4,2,1,0,2 +suppaje01,1996,1,BOS,AL,1,1,8,4,0,0,0,68,29,19,3,13,13,0.330,7.54,0,3,1,0,107,2,19,1,4,2 +suzukma01,1996,1,SEA,AL,0,0,1,0,0,0,0,4,2,3,0,2,1,0.333,20.25,1,0,0,0,8,0,3,0,0,0 +swartda01,1996,1,CHN,NL,0,2,6,5,0,0,0,72,26,17,3,14,13,0.277,6.38,1,2,0,0,110,0,17,2,0,2 +swiftbi02,1996,1,COL,NL,1,1,7,3,0,0,2,55,23,11,1,5,5,0.307,5.40,0,0,0,0,81,2,12,0,1,2 +swindgr01,1996,1,HOU,NL,0,3,8,4,0,0,0,69,35,20,5,11,15,0.340,7.83,0,0,1,0,116,3,25,0,1,1 +swindgr01,1996,2,CLE,AL,1,1,13,2,0,0,0,86,31,21,8,8,21,0.279,6.59,0,0,0,0,121,1,21,1,1,2 +tabakje01,1996,1,HOU,NL,0,2,18,0,0,0,1,61,28,15,5,14,18,0.322,6.64,0,3,3,0,105,5,18,1,0,0 +tapanke01,1996,1,CHA,AL,13,10,34,34,1,0,0,676,236,115,34,76,150,0.268,4.59,5,13,3,0,971,0,123,6,6,19 +tavarju01,1996,1,CLE,AL,4,7,51,4,0,0,0,242,101,48,9,22,46,0.315,5.36,5,1,1,0,353,13,49,5,4,10 +taylobi04,1996,1,OAK,AL,6,3,55,0,0,0,17,181,52,29,5,25,67,0.231,4.33,4,1,4,0,261,30,30,4,3,3 +telemam01,1996,1,CHN,NL,5,7,25,17,0,0,0,292,108,59,20,31,64,0.281,5.46,2,3,3,0,427,2,67,5,3,5 +telghda01,1996,1,OAK,AL,4,7,16,14,1,1,0,238,92,41,12,26,43,0.292,4.65,1,2,1,0,348,1,42,3,3,7 +tewksbo01,1996,1,SDN,NL,10,10,36,33,1,0,0,620,224,99,17,43,126,0.275,4.31,3,2,3,3,881,0,116,10,11,16 +thobeto01,1996,1,ATL,NL,0,1,4,0,0,0,0,18,5,1,1,0,1,0.217,1.50,0,0,0,0,24,3,2,0,1,1 +thomala01,1996,1,CHA,AL,2,3,57,0,0,0,0,92,32,11,1,14,20,0.281,3.23,2,1,3,0,135,11,11,4,0,4 +thompju02,1996,1,DET,AL,1,6,11,11,0,0,0,177,62,30,7,31,44,0.267,4.58,2,1,2,0,267,0,35,0,2,5 +thompma01,1996,1,COL,NL,9,11,34,28,3,1,0,509,189,100,25,74,99,0.285,5.30,1,1,13,1,763,2,109,10,3,20 +timlimi01,1996,1,TOR,AL,1,6,59,0,0,0,31,170,47,23,4,18,52,0.229,3.65,4,3,2,0,230,56,25,2,3,7 +torresa01,1996,1,SEA,AL,3,3,10,7,1,1,0,147,44,25,5,23,36,0.242,4.59,2,1,3,0,212,1,27,3,1,3 +trachst01,1996,1,CHN,NL,13,9,31,31,3,2,0,615,181,69,30,62,132,0.235,3.03,3,5,8,2,845,0,82,3,3,18 +trlicri01,1996,1,NYN,NL,0,1,5,0,0,0,0,16,3,2,0,3,3,0.214,3.38,1,0,1,0,20,2,2,2,0,1 +trombmi01,1996,1,MIN,AL,5,1,43,0,0,0,6,206,61,23,2,25,57,0.236,3.01,8,4,5,0,292,19,24,0,3,3 +urbanto01,1996,1,SLN,NL,1,0,3,2,0,0,0,35,15,10,3,4,1,0.319,7.71,0,0,0,0,53,0,10,1,1,1 +urbanto01,1996,2,DET,AL,2,2,16,2,0,0,0,71,31,22,8,14,20,0.310,8.37,0,3,2,0,117,3,22,0,1,1 +urbinug01,1996,1,MON,NL,10,5,33,17,0,0,0,342,102,47,18,44,108,0.234,3.71,4,3,1,1,484,2,54,1,3,6 +valdeis01,1996,1,LAN,NL,15,7,33,33,0,0,0,675,219,83,20,54,173,0.251,3.32,10,1,3,5,945,0,94,7,7,17 +valdema01,1996,1,FLO,NL,1,3,11,8,0,0,0,146,63,26,5,23,13,0.315,4.81,0,3,1,2,228,0,32,1,3,4 +valenfe01,1996,1,SDN,NL,13,8,33,31,0,0,0,515,177,69,17,67,95,0.269,3.62,2,7,0,0,741,0,78,11,4,14 +valerju01,1996,1,KCA,AL,3,2,31,2,0,0,1,184,75,44,7,27,31,0.307,6.46,3,1,2,1,279,7,44,2,4,10 +vanegti01,1996,1,ML4,AL,3,5,12,9,0,0,0,164,58,32,6,23,33,0.274,5.27,2,0,1,1,242,1,35,3,3,7 +vanlawi01,1996,1,SFN,NL,9,14,32,32,0,0,0,545,196,109,17,78,97,0.276,5.40,6,7,9,2,810,0,123,7,5,14 +vanpoto01,1996,1,OAK,AL,1,5,28,6,0,0,1,189,86,54,13,33,37,0.333,7.71,3,4,2,0,301,8,56,3,5,4 +vanpoto01,1996,2,DET,AL,2,4,9,9,1,1,0,109,53,46,11,29,16,0.338,11.39,0,3,1,0,190,0,51,1,2,4 +vanrybe01,1996,1,CAL,AL,0,0,1,0,0,0,0,3,1,0,0,1,0,0.250,0.00,0,0,0,0,5,1,0,0,0,0 +verasda01,1996,1,SDN,NL,3,1,23,0,0,0,0,87,24,9,3,10,23,0.231,2.79,4,1,1,0,117,6,10,1,1,4 +veresda01,1996,1,MON,NL,6,3,68,0,0,0,4,233,85,36,10,32,81,0.277,4.17,2,3,6,2,351,22,39,3,3,3 +veresra01,1996,1,DET,AL,0,4,25,0,0,0,0,91,38,28,6,23,28,0.306,8.31,4,2,2,0,153,11,29,1,3,3 +villoro01,1996,1,SDN,NL,1,1,21,0,0,0,0,55,17,6,2,7,19,0.243,2.95,0,0,1,0,78,9,6,0,0,0 +villoro01,1996,2,ML4,AL,0,0,23,0,0,0,2,74,14,9,4,18,19,0.175,3.28,0,2,4,0,104,10,9,0,2,5 +violafr01,1996,1,TOR,AL,1,3,6,6,0,0,0,91,43,26,6,21,18,0.350,7.71,3,1,2,0,150,0,28,1,3,6 +vosbeed01,1996,1,TEX,AL,1,1,52,0,0,0,8,132,51,16,4,21,32,0.298,3.27,4,1,0,2,195,21,17,2,1,8 +wadete01,1996,1,ATL,NL,5,0,44,8,0,0,1,209,57,23,9,47,79,0.227,2.97,6,2,1,0,305,13,28,5,1,4 +wagnebi02,1996,1,HOU,NL,2,2,37,0,0,0,9,155,28,14,6,30,67,0.165,2.44,2,1,3,0,212,20,16,7,2,4 +wagnema02,1996,1,SEA,AL,3,5,15,14,1,0,0,240,91,61,15,38,41,0.285,6.86,2,0,3,0,364,0,62,0,4,5 +wagnepa01,1996,1,PIT,NL,4,8,16,15,1,0,0,245,86,49,10,39,81,0.275,5.40,2,7,3,0,361,0,49,5,1,2 +wainhda01,1996,1,PIT,NL,1,0,17,0,0,0,0,71,22,15,3,10,16,0.250,5.70,1,2,0,0,101,6,16,1,2,0 +wakefti01,1996,1,BOS,AL,14,13,32,32,6,0,0,635,238,121,38,90,140,0.280,5.14,0,4,12,1,963,0,151,1,9,22 +walkemi01,1996,1,DET,AL,0,0,20,0,0,0,1,83,40,26,10,17,13,0.351,8.46,1,2,1,0,135,12,26,1,2,2 +walkepe01,1996,1,SDN,NL,0,0,1,0,0,0,0,2,0,0,0,3,1,0.000,0.00,0,0,0,0,5,0,0,0,0,0 +wallade01,1996,1,NYN,NL,2,3,19,0,0,0,3,74,29,11,2,14,15,0.290,4.01,2,2,0,0,115,11,12,1,0,1 +walldo01,1996,1,HOU,NL,9,8,26,23,2,1,0,450,170,76,17,34,99,0.286,4.56,3,3,6,2,643,1,84,4,5,10 +wareje01,1996,1,TOR,AL,1,5,13,4,0,0,0,98,35,33,6,31,11,0.271,9.09,1,6,2,1,163,6,34,1,0,4 +wasdijo01,1996,1,OAK,AL,8,7,25,21,1,0,0,394,145,87,24,50,75,0.283,5.96,5,2,4,2,575,2,96,3,6,10 +watsoal01,1996,1,SFN,NL,8,12,29,29,2,0,0,557,189,95,28,69,128,0.273,4.61,2,9,5,2,793,0,105,18,9,20 +weathda01,1996,1,FLO,NL,2,2,31,8,0,0,0,214,85,36,7,28,40,0.302,4.54,4,2,4,0,319,8,41,5,1,7 +weathda01,1996,2,NYA,AL,0,2,11,4,0,0,0,52,23,18,1,14,13,0.315,9.35,1,1,2,0,90,1,19,0,1,2 +wellsbo01,1996,1,SEA,AL,12,7,36,16,1,1,0,392,141,77,25,46,94,0.274,5.30,5,0,6,0,574,6,78,3,4,9 +wellsda01,1996,1,BAL,AL,11,14,34,34,3,0,0,673,247,128,32,51,130,0.285,5.14,7,4,7,2,946,0,132,8,14,24 +wendetu01,1996,1,CHN,NL,4,5,70,0,0,0,18,238,58,25,8,44,75,0.201,2.84,4,3,3,2,339,49,26,3,1,1 +wengedo01,1996,1,OAK,AL,7,11,36,25,1,1,0,484,200,100,29,60,75,0.307,5.58,5,4,6,0,725,2,102,3,5,16 +westda01,1996,1,PHI,NL,2,2,7,6,0,0,0,85,31,15,0,11,22,0.272,4.76,0,1,0,1,126,0,17,1,0,2 +wettejo01,1996,1,NYA,AL,2,3,62,0,0,0,43,191,54,20,9,21,69,0.224,2.83,4,1,0,0,265,58,23,1,2,3 +whitema02,1996,1,TEX,AL,0,1,14,0,0,0,0,97,43,24,8,11,15,0.321,6.68,1,1,0,0,148,7,24,1,2,1 +whitewa02,1996,1,NYA,AL,1,1,2,2,0,0,0,24,11,6,1,2,1,0.324,6.75,0,0,0,0,36,0,6,0,0,1 +wickake01,1996,1,ML4,AL,2,0,21,0,0,0,0,76,26,14,2,17,19,0.265,4.97,2,2,0,0,118,6,16,1,2,1 +wickmbo01,1996,1,NYA,AL,4,1,58,0,0,0,0,237,94,41,7,34,61,0.299,4.67,1,3,5,0,358,14,41,1,4,9 +wickmbo01,1996,2,ML4,AL,3,0,12,0,0,0,0,50,12,6,3,10,14,0.200,3.24,2,1,0,0,71,4,9,1,0,2 +wilkima01,1996,1,PIT,NL,4,3,47,2,0,0,1,225,75,32,6,36,62,0.266,3.84,6,5,6,0,331,11,36,3,4,5 +willibr01,1996,1,DET,AL,3,10,40,17,2,1,2,363,145,91,21,85,72,0.304,6.77,2,8,6,0,579,17,107,5,6,19 +willimi03,1996,1,PHI,NL,6,14,32,29,0,0,0,501,188,101,25,67,103,0.290,5.44,6,16,6,1,732,1,107,6,5,12 +willish01,1996,1,CAL,AL,0,2,13,2,0,0,0,85,42,28,7,21,26,0.341,8.89,4,2,2,0,150,3,34,3,1,2 +williwo02,1996,1,TOR,AL,4,5,12,10,1,0,0,177,64,31,8,21,43,0.278,4.73,1,2,1,0,255,0,33,2,1,4 +wilsopa02,1996,1,NYN,NL,5,12,26,26,1,0,0,447,157,89,15,71,109,0.268,5.38,11,3,10,3,677,0,102,7,3,11 +witasja01,1996,1,OAK,AL,1,1,12,0,0,0,0,39,12,9,5,5,12,0.245,6.23,0,2,0,0,55,6,9,0,1,1 +wittbo01,1996,1,TEX,AL,16,12,33,32,2,0,0,599,235,120,28,96,157,0.295,5.41,3,4,2,1,903,1,129,2,7,21 +wohlema01,1996,1,ATL,NL,2,4,77,0,0,0,39,232,71,26,8,21,100,0.240,3.03,3,10,2,0,323,64,30,2,2,4 +wojcist01,1996,1,OAK,AL,5,5,16,15,0,0,0,239,97,50,10,28,30,0.300,5.65,0,3,2,1,356,0,57,1,2,10 +wolcobo01,1996,1,SEA,AL,7,10,30,28,1,0,0,448,179,95,26,54,78,0.297,5.73,5,3,7,1,672,0,101,5,3,12 +woodabr01,1996,1,ATL,NL,2,2,8,3,0,0,0,59,28,16,4,4,20,0.333,7.32,0,1,0,0,91,2,19,1,2,0 +worreti01,1996,1,SDN,NL,9,7,50,11,0,0,1,363,109,41,9,39,99,0.236,3.05,1,0,6,0,510,8,45,3,1,7 +worreto01,1996,1,LAN,NL,4,6,72,0,0,0,44,196,70,22,5,15,66,0.265,3.03,1,4,2,1,285,67,29,2,2,1 +wrighja01,1996,1,COL,NL,4,4,16,15,0,0,0,274,105,50,8,41,45,0.298,4.93,1,1,7,2,406,0,60,4,2,15 +yanes01,1996,1,BAL,AL,0,0,4,0,0,0,0,28,13,6,3,3,7,0.333,5.79,1,0,0,0,42,2,7,0,0,0 +youngan01,1996,1,HOU,NL,3,3,28,0,0,0,0,100,36,17,4,22,19,0.279,4.59,4,2,4,1,158,10,18,2,1,1 +aceveju01,1997,1,NYN,NL,3,1,25,2,0,0,0,143,52,19,6,22,33,0.286,3.59,2,0,4,1,215,4,24,2,5,3 +acrema01,1997,1,OAK,AL,2,0,15,0,0,0,0,47,21,10,1,8,12,0.318,5.74,0,0,0,0,75,5,10,0,1,1 +adamsjo02,1997,1,ML4,AL,5,3,30,6,0,0,0,229,78,30,13,19,56,0.265,3.54,0,0,5,1,324,3,36,4,2,7 +adamste01,1997,1,CHN,NL,2,9,74,0,0,0,18,222,91,38,3,40,64,0.306,4.62,6,6,1,0,341,39,43,1,2,9 +adamswi02,1997,1,OAK,AL,3,5,13,12,0,0,0,175,73,53,9,32,37,0.307,8.18,2,2,4,0,282,0,53,3,5,2 +aguilri01,1997,1,MIN,AL,5,4,61,0,0,0,26,205,65,29,9,22,68,0.257,3.82,3,3,2,0,285,57,29,5,3,5 +alberjo01,1997,1,TEX,AL,0,3,10,4,0,0,0,85,37,25,4,17,11,0.303,7.94,1,3,1,0,143,2,33,2,1,2 +aldresc01,1997,1,MIN,AL,2,10,17,15,0,0,0,232,102,66,20,28,33,0.323,7.68,2,7,3,0,350,0,66,2,1,12 +alfonan01,1997,1,FLO,NL,1,3,17,0,0,0,0,77,36,14,3,10,19,0.324,4.91,3,1,1,0,123,2,16,1,0,1 +almanca01,1997,1,TOR,AL,0,1,4,0,0,0,0,10,1,1,1,1,4,0.091,2.70,0,0,0,0,12,2,1,0,0,0 +alvarwi01,1997,1,CHA,AL,9,8,22,22,2,1,0,437,126,49,9,55,110,0.232,3.03,1,4,3,0,613,0,61,6,5,10 +alvarwi01,1997,2,SFN,NL,4,3,11,11,0,0,0,199,54,33,9,36,69,0.224,4.48,3,1,1,1,283,0,36,4,1,5 +anderbr02,1997,1,CLE,AL,4,2,8,8,0,0,0,144,55,25,7,11,22,0.301,4.69,0,1,0,0,199,0,28,0,5,4 +andujlu01,1997,1,TOR,AL,0,6,17,8,0,0,0,150,76,36,9,21,28,0.352,6.48,1,2,0,0,244,5,45,3,4,5 +appieke01,1997,1,KCA,AL,9,13,34,34,4,1,0,707,215,89,24,74,196,0.243,3.40,2,14,4,1,972,0,96,4,4,19 +arochre01,1997,1,SFN,NL,0,0,6,0,0,0,0,31,17,13,2,5,7,0.370,11.32,2,0,1,0,54,2,14,1,1,0 +ashbyan01,1997,1,SDN,NL,9,11,30,30,2,0,0,602,207,92,17,49,144,0.266,4.13,2,3,5,0,851,0,108,13,6,11 +assenpa01,1997,1,CLE,AL,5,0,75,0,0,0,4,147,43,16,5,15,53,0.231,2.94,5,4,1,0,205,20,17,1,2,0 +astacpe01,1997,1,LAN,NL,7,9,26,24,2,1,0,461,151,70,15,47,115,0.256,4.10,0,4,4,3,654,2,75,9,5,11 +astacpe01,1997,2,COL,NL,5,1,7,7,0,0,0,146,49,23,9,14,51,0.262,4.25,0,2,5,0,208,0,23,0,2,7 +averyst01,1997,1,BOS,AL,6,7,22,18,0,0,0,290,127,69,15,49,51,0.320,6.42,0,4,2,0,453,1,76,1,4,14 +ayalabo01,1997,1,SEA,AL,10,5,71,0,0,0,8,290,91,41,14,41,92,0.260,3.82,3,6,3,0,403,33,45,3,6,13 +aybarma01,1997,1,SLN,NL,2,4,12,12,0,0,0,204,66,32,8,29,41,0.263,4.24,0,1,4,1,295,0,33,7,4,6 +baileco01,1997,1,SFN,NL,0,1,7,0,0,0,0,29,15,9,1,4,5,0.375,8.38,0,0,0,0,45,4,9,0,1,2 +bailero01,1997,1,COL,NL,9,10,29,29,5,2,0,573,210,91,27,70,84,0.283,4.29,2,4,13,0,835,0,103,7,4,27 +bailesc01,1997,1,TEX,AL,1,0,24,0,0,0,0,66,18,7,2,10,14,0.231,2.86,2,0,0,0,91,7,9,2,1,4 +baldwja01,1997,1,CHA,AL,12,15,32,32,1,0,0,600,205,117,19,83,140,0.262,5.27,3,14,5,3,879,0,128,3,6,9 +bankswi01,1997,1,NYA,AL,3,0,5,1,0,0,0,42,9,3,0,6,8,0.188,1.93,0,0,1,0,57,1,3,2,0,3 +barrima01,1997,1,HOU,NL,0,0,2,0,0,0,0,9,6,4,0,3,3,0.400,12.00,0,0,0,0,18,0,4,0,0,0 +batchri01,1997,1,SLN,NL,1,1,10,0,0,0,0,48,21,8,0,7,8,0.323,4.50,1,0,2,1,76,3,12,2,0,3 +batchri01,1997,2,SDN,NL,2,0,13,0,0,0,0,38,19,11,2,7,10,0.358,7.82,1,1,1,0,62,5,11,1,0,3 +batismi01,1997,1,CHN,NL,0,5,11,6,0,0,0,109,36,23,4,24,27,0.267,5.70,2,2,1,0,168,2,24,4,4,2 +bautijo01,1997,1,DET,AL,2,2,21,0,0,0,0,121,55,30,6,12,19,0.324,6.69,3,1,2,1,185,4,32,1,0,3 +bautijo01,1997,2,SLN,NL,0,0,11,0,0,0,0,37,15,9,2,2,4,0.300,6.57,1,1,1,0,56,3,10,3,0,1 +beckero01,1997,1,COL,NL,0,0,2,0,0,0,0,5,1,1,0,1,2,0.167,5.40,1,0,0,0,7,2,1,0,0,0 +beckro01,1997,1,SFN,NL,7,4,73,0,0,0,37,210,67,27,7,8,53,0.249,3.47,2,1,2,0,281,66,31,1,0,7 +beechma01,1997,1,PHI,NL,4,9,24,24,0,0,0,410,147,77,25,57,120,0.279,5.07,9,6,5,2,602,0,81,7,6,12 +belchti01,1997,1,KCA,AL,13,12,32,32,3,1,0,640,242,119,31,70,113,0.288,5.02,2,7,5,1,927,0,128,7,4,19 +belinst01,1997,1,CIN,NL,1,5,84,0,0,0,1,298,84,41,11,33,114,0.229,3.71,6,5,9,0,420,18,42,6,5,4 +beltrri01,1997,1,SLN,NL,1,2,35,4,0,0,1,163,47,21,3,17,50,0.237,3.48,0,1,0,0,224,16,25,6,3,3 +benesal01,1997,1,SLN,NL,9,9,23,23,2,0,0,485,128,52,13,68,160,0.219,2.89,3,9,4,2,666,0,60,5,4,11 +benesan01,1997,1,SLN,NL,10,7,26,26,0,0,0,531,149,61,9,61,175,0.230,3.10,4,7,5,0,727,0,64,6,7,10 +benitar01,1997,1,BAL,AL,4,5,71,0,0,0,9,220,49,20,7,43,106,0.191,2.45,5,1,1,0,307,26,22,2,4,4 +benjami01,1997,1,BOS,AL,0,0,1,0,0,0,0,3,0,0,0,0,0,0.000,0.00,0,0,0,0,3,1,0,0,0,0 +bennesh01,1997,1,MON,NL,0,1,16,0,0,0,0,68,21,8,2,9,8,0.247,3.18,3,0,0,0,98,3,9,1,3,1 +bereja01,1997,1,CHA,AL,4,2,6,6,0,0,0,86,20,15,4,17,21,0.198,4.71,0,1,3,0,123,0,15,1,1,1 +bergmse01,1997,1,SDN,NL,2,4,44,9,0,0,0,297,126,67,11,38,74,0.316,6.09,4,6,3,0,451,13,72,7,4,5 +bertomi01,1997,1,CHA,AL,0,0,9,0,0,0,0,11,9,3,0,2,4,0.450,7.36,0,0,0,1,23,2,3,0,1,0 +bevilbr01,1997,1,KCA,AL,1,2,18,0,0,0,1,49,16,12,1,9,13,0.267,6.61,2,2,1,0,72,11,13,0,2,2 +bielemi01,1997,1,ATL,NL,3,7,50,0,0,0,2,172,56,26,9,21,60,0.250,4.08,3,1,1,0,250,7,33,3,1,3 +blairwi01,1997,1,DET,AL,16,8,29,27,2,0,0,525,186,81,18,46,90,0.273,4.17,2,6,3,1,739,0,85,3,6,15 +blaziro01,1997,1,PHI,NL,1,1,36,0,0,0,0,161,62,30,8,21,42,0.290,5.03,3,2,0,0,240,7,31,1,4,3 +bochtdo01,1997,1,SDN,NL,3,6,54,0,0,0,2,181,51,32,3,50,46,0.229,4.77,4,5,1,0,281,13,35,4,3,3 +boehrbr01,1997,1,NYA,AL,3,2,34,0,0,0,0,144,39,14,4,32,53,0.225,2.63,6,2,0,0,210,11,16,3,2,2 +boggswa01,1997,1,NYA,AL,0,0,1,0,0,0,0,3,0,0,0,1,1,0.000,0.00,0,0,0,0,4,1,0,0,0,0 +bohanbr01,1997,1,NYN,NL,6,4,19,14,0,0,0,283,95,40,9,34,66,0.258,3.82,2,3,4,1,412,0,49,6,0,6 +bonesri01,1997,1,CIN,NL,0,1,9,2,0,0,0,53,31,20,2,11,8,0.378,10.19,2,0,2,0,98,2,22,1,2,0 +bonesri01,1997,2,KCA,AL,4,7,21,11,1,0,0,235,102,52,10,25,36,0.325,5.97,2,1,5,0,352,2,59,2,6,11 +borlato02,1997,1,NYN,NL,0,1,13,0,0,0,1,40,11,9,1,14,7,0.220,6.08,0,3,1,0,65,5,9,0,0,2 +borlato02,1997,2,BOS,AL,0,0,3,0,0,0,0,10,6,5,1,7,1,0.400,13.50,0,0,2,0,24,0,5,0,0,1 +borowjo01,1997,1,ATL,NL,2,2,20,0,0,0,0,72,27,10,2,16,6,0.287,3.75,4,0,0,0,111,8,11,1,0,2 +borowjo01,1997,2,NYA,AL,0,1,1,0,0,0,0,6,2,2,0,4,2,0.250,9.00,1,0,0,0,12,1,2,0,0,0 +boskish01,1997,1,BAL,AL,6,6,28,9,0,0,1,231,95,55,14,26,50,0.304,6.43,1,1,2,0,349,8,57,2,7,2 +bottari01,1997,1,PHI,NL,2,5,69,0,0,0,34,222,68,30,7,42,89,0.245,3.65,4,3,2,0,324,61,31,1,2,3 +botteke01,1997,1,CHN,NL,2,3,64,0,0,0,2,252,82,36,13,35,74,0.259,3.86,7,2,2,0,361,20,39,4,4,2 +boveemi01,1997,1,ANA,AL,0,0,3,0,0,0,0,10,3,2,1,1,5,0.231,5.40,0,0,0,0,14,3,2,0,0,0 +bowersh01,1997,1,MIN,AL,0,3,5,5,0,0,0,57,27,17,2,8,7,0.329,8.05,0,1,1,0,92,0,20,0,1,1 +brandma01,1997,1,BOS,AL,0,2,31,0,0,0,0,123,49,25,3,16,34,0.299,5.49,3,0,2,0,186,5,25,2,2,4 +brantje01,1997,1,CIN,NL,1,1,13,0,0,0,1,35,9,5,2,7,16,0.205,3.86,1,2,2,0,53,9,5,0,0,0 +brewebi01,1997,1,OAK,AL,0,0,3,0,0,0,0,6,4,3,1,2,1,0.444,13.50,0,0,0,0,12,1,3,0,1,0 +brewebi01,1997,2,PHI,NL,1,2,25,0,0,0,0,66,15,8,2,11,16,0.188,3.27,0,1,0,0,93,4,8,0,2,2 +brocado01,1997,1,DET,AL,3,4,61,4,0,0,2,234,74,28,10,36,60,0.256,3.23,4,6,3,0,332,20,31,1,3,6 +brockch01,1997,1,ATL,NL,0,0,7,6,0,0,0,92,34,19,2,19,16,0.288,5.58,2,2,0,1,144,1,23,3,4,1 +brownke01,1997,1,FLO,NL,16,8,33,33,6,2,0,712,214,71,10,66,205,0.240,2.69,7,7,14,1,976,0,77,5,1,26 +bruskji01,1997,1,SDN,NL,4,1,28,0,0,0,0,134,37,18,4,25,32,0.228,3.63,1,4,1,0,193,6,22,2,3,4 +bulliji01,1997,1,MON,NL,7,12,36,25,2,2,0,466,165,96,17,74,87,0.276,5.56,5,7,12,0,697,4,106,8,6,21 +burbada01,1997,1,CIN,NL,11,10,30,27,2,0,0,480,157,84,22,73,131,0.255,4.73,10,6,9,0,706,1,88,6,3,7 +burkejo03,1997,1,TEX,AL,9,12,30,30,2,0,0,568,240,96,20,30,139,0.307,4.56,1,1,4,0,828,0,106,4,7,14 +burkejo04,1997,1,COL,NL,2,5,17,9,0,0,0,177,83,43,13,26,39,0.329,6.56,0,4,6,0,288,1,46,1,3,4 +burrote01,1997,1,SDN,NL,0,2,13,0,0,0,0,31,12,12,1,8,8,0.286,10.45,1,0,1,0,52,4,13,1,0,0 +busbymi01,1997,1,SLN,NL,0,2,3,3,0,0,0,43,24,14,2,4,6,0.393,8.79,0,0,0,0,67,0,14,1,1,0 +byrdpa01,1997,1,ATL,NL,4,4,31,4,0,0,0,159,47,31,6,28,37,0.235,5.26,4,3,4,1,236,9,34,2,2,2 +cabrejo01,1997,1,HOU,NL,0,0,12,0,0,0,0,46,6,2,1,6,18,0.125,1.17,0,0,0,0,57,6,2,0,3,0 +cadargr01,1997,1,ANA,AL,0,0,15,0,0,0,0,41,11,5,1,8,11,0.220,3.29,2,3,2,0,61,6,5,1,0,1 +candito01,1997,1,LAN,NL,10,7,41,18,0,0,0,405,128,54,21,40,89,0.248,3.60,4,4,11,0,573,6,60,3,2,6 +cangejo01,1997,1,FLO,NL,0,0,1,0,0,0,0,3,0,0,0,1,0,0.000,0.00,0,0,0,0,4,1,0,0,0,0 +carlsda01,1997,1,SFN,NL,0,0,6,0,0,0,0,46,20,13,5,8,14,0.317,7.63,1,0,0,0,72,2,14,0,1,0 +carmora01,1997,1,SEA,AL,0,0,4,0,0,0,0,17,3,2,1,2,6,0.150,3.18,0,1,0,0,22,1,3,0,0,0 +carpech01,1997,1,TOR,AL,3,7,14,13,1,1,0,244,108,46,7,37,55,0.325,5.09,0,7,2,1,374,1,55,1,2,13 +carragi01,1997,1,CIN,NL,0,1,2,2,0,0,0,31,14,9,4,6,5,0.333,7.84,1,0,0,0,49,0,9,1,0,0 +carrahe01,1997,1,CIN,NL,1,2,38,0,0,0,0,154,51,21,3,25,46,0.250,3.68,2,3,4,2,237,11,25,3,1,2 +carrahe01,1997,2,KCA,AL,1,6,28,0,0,0,0,104,29,21,4,16,30,0.227,5.45,3,8,4,0,151,11,21,1,2,2 +casiala01,1997,1,CHN,NL,0,1,12,0,0,0,0,29,16,8,3,2,7,0.364,7.45,1,0,1,0,49,1,9,0,2,0 +casiala01,1997,2,KCA,AL,0,2,32,0,0,0,0,80,32,15,5,6,16,0.299,5.06,1,1,0,0,115,6,15,1,1,2 +castica02,1997,1,CHA,AL,2,1,37,2,0,0,1,199,68,33,9,33,43,0.265,4.48,3,3,1,0,295,14,35,0,4,1 +castifr01,1997,1,CHN,NL,6,9,20,19,0,0,0,294,113,59,9,44,67,0.292,5.42,1,1,4,0,446,0,64,11,0,4 +castifr01,1997,2,COL,NL,6,3,14,14,0,0,0,259,107,52,16,25,59,0.308,5.42,3,2,4,0,384,0,57,6,2,6 +castito02,1997,1,CHA,AL,4,4,64,0,0,0,4,187,74,34,6,23,42,0.296,4.91,7,0,1,0,283,20,48,9,0,9 +cathemi01,1997,1,ATL,NL,2,4,35,0,0,0,0,113,23,10,1,19,29,0.174,2.39,4,0,2,0,155,10,12,2,0,3 +charlno01,1997,1,SEA,AL,3,8,71,0,0,0,14,208,89,56,7,47,55,0.312,7.27,2,7,4,1,343,38,59,7,0,4 +chavean01,1997,1,ANA,AL,0,0,7,0,0,0,0,29,7,1,1,5,10,0.206,0.93,1,0,0,0,41,2,1,1,1,0 +checoro01,1997,1,BOS,AL,1,1,5,2,0,0,0,40,12,5,0,3,14,0.235,3.38,0,0,0,0,54,1,5,0,0,0 +chrisja01,1997,1,PIT,NL,3,0,39,0,0,0,0,101,37,11,2,17,37,0.274,2.94,3,4,2,0,154,9,11,0,0,0 +clarkma01,1997,1,NYN,NL,8,7,23,22,1,0,0,426,158,67,18,47,72,0.289,4.25,2,4,3,0,608,0,74,9,2,21 +clarkma01,1997,2,CHN,NL,6,1,9,9,2,0,0,189,55,20,6,12,51,0.226,2.86,1,0,1,1,258,0,22,0,2,0 +clarkte01,1997,1,CLE,AL,0,3,4,4,0,0,0,79,29,18,3,13,13,0.284,6.15,1,0,0,0,118,0,21,1,2,2 +clarkte01,1997,2,TEX,AL,1,4,9,5,0,0,0,92,41,20,3,10,11,0.325,5.87,0,1,2,0,138,2,20,0,0,4 +clemero02,1997,1,TOR,AL,21,7,34,34,9,3,0,792,204,60,9,68,292,0.213,2.05,1,4,12,0,1044,0,65,5,2,27 +clemoch01,1997,1,CHA,AL,0,2,5,2,0,0,0,38,19,12,4,11,8,0.345,8.53,0,1,1,0,67,3,13,0,0,0 +clontbr01,1997,1,ATL,NL,5,1,51,0,0,0,1,144,52,20,3,18,42,0.286,3.75,3,1,1,0,203,16,24,0,2,5 +cloudke01,1997,1,SEA,AL,4,2,10,9,0,0,0,153,41,29,8,26,46,0.218,5.12,0,2,3,0,219,0,32,1,1,1 +colonba01,1997,1,CLE,AL,4,7,19,17,1,0,0,282,107,59,12,45,66,0.286,5.65,1,5,3,0,427,0,66,4,1,11 +coneda01,1997,1,NYA,AL,12,6,29,29,1,0,0,585,155,61,17,86,222,0.218,2.82,2,14,4,2,805,0,67,3,2,8 +conveji01,1997,1,KCA,AL,0,0,3,0,0,0,0,15,4,2,2,5,3,0.222,3.60,0,0,0,0,23,1,2,0,0,1 +cookde01,1997,1,FLO,NL,1,2,59,0,0,0,0,187,64,27,4,28,63,0.267,3.90,4,0,2,0,272,12,28,1,1,4 +cookest01,1997,1,PIT,NL,9,15,32,32,0,0,0,502,184,80,15,77,109,0.285,4.30,11,8,9,1,756,0,95,18,5,16 +coppiro01,1997,1,BAL,AL,1,1,5,4,0,0,0,60,21,14,2,16,22,0.273,6.30,1,1,1,0,95,1,14,0,1,0 +cordofr01,1997,1,PIT,NL,11,8,29,29,2,2,0,536,175,72,14,49,121,0.259,3.63,4,4,9,0,744,0,80,3,7,18 +cormirh01,1997,1,MON,NL,0,1,1,1,0,0,0,4,4,5,1,1,0,0.500,33.75,0,0,0,0,9,0,5,0,0,0 +corsiji01,1997,1,BOS,AL,5,3,52,0,0,0,2,173,56,22,1,21,40,0.255,3.43,7,2,4,0,251,14,26,3,3,9 +crabtti01,1997,1,TOR,AL,3,3,37,0,0,0,2,122,65,32,7,17,26,0.374,7.08,3,4,2,0,199,16,32,4,2,5 +crawfjo01,1997,1,NYN,NL,4,3,19,2,0,0,0,139,36,17,7,13,25,0.216,3.30,1,0,0,1,182,9,18,2,0,3 +creekdo01,1997,1,SFN,NL,1,2,3,3,0,0,0,40,12,10,1,14,14,0.240,6.75,0,0,0,0,64,0,12,0,0,0 +croweji01,1997,1,CIN,NL,0,1,2,1,0,0,0,19,12,7,2,5,3,0.414,9.95,0,0,0,0,36,1,7,2,0,0 +cruzne01,1997,1,CHA,AL,0,2,19,0,0,0,0,79,29,19,6,9,23,0.274,6.49,1,3,0,0,116,5,19,1,0,2 +cummijo01,1997,1,DET,AL,2,0,19,0,0,0,0,74,32,15,3,14,8,0.311,5.47,1,3,0,0,119,2,22,2,0,1 +cunnawi01,1997,1,SDN,NL,6,3,54,8,0,0,0,274,114,59,11,49,79,0.305,5.81,3,3,5,0,430,16,69,1,1,8 +daalom01,1997,1,MON,NL,1,2,33,0,0,0,1,91,48,33,4,15,16,0.378,9.79,3,1,2,0,150,6,35,5,1,7 +daalom01,1997,2,TOR,AL,1,1,9,3,0,0,0,81,34,12,3,6,28,0.304,4.00,0,1,0,0,120,0,13,2,0,0 +damicje01,1997,1,ML4,AL,9,7,23,23,1,1,0,407,139,71,25,43,94,0.264,4.71,2,3,8,1,585,0,81,4,4,8 +darwida01,1997,1,CHA,AL,4,8,21,17,1,0,0,340,130,52,21,31,62,0.286,4.13,1,1,1,2,496,0,60,4,5,9 +darwida01,1997,2,SFN,NL,1,3,10,7,0,0,0,132,51,24,5,14,30,0.288,4.91,0,0,1,0,196,0,26,3,1,3 +darwije01,1997,1,CHA,AL,0,1,14,0,0,0,0,41,17,8,1,7,9,0.298,5.27,0,3,0,0,65,6,8,0,1,0 +davisma01,1997,1,ML4,AL,0,0,19,0,0,0,0,49,21,10,4,5,14,0.323,5.51,0,0,1,0,72,3,10,1,0,2 +davisti01,1997,1,SEA,AL,0,0,2,0,0,0,0,20,6,5,1,4,10,0.231,6.75,0,0,1,0,31,1,5,0,0,0 +deharri01,1997,1,MON,NL,2,1,23,0,0,0,0,88,33,18,7,14,29,0.292,5.52,4,2,0,0,130,7,21,1,2,0 +dejeami01,1997,1,COL,NL,5,0,55,0,0,0,2,203,74,30,4,24,38,0.280,3.99,2,2,3,0,295,15,34,3,1,9 +delamro01,1997,1,KCA,AL,0,0,1,0,0,0,0,6,1,1,1,1,1,0.125,4.50,0,1,0,0,9,0,1,0,0,0 +delucri01,1997,1,SFN,NL,0,0,3,0,0,0,0,5,6,2,0,0,2,0.500,10.80,0,1,0,0,12,0,3,0,0,0 +delucri01,1997,2,ANA,AL,6,4,33,0,0,0,3,127,29,17,5,27,42,0.204,3.61,2,1,1,0,174,13,18,2,2,2 +desseel01,1997,1,PIT,NL,0,0,3,0,0,0,0,10,2,0,0,0,2,0.167,0.00,0,0,1,0,13,1,0,0,0,0 +dicksja01,1997,1,ANA,AL,13,9,33,32,2,1,0,611,236,97,32,56,115,0.289,4.29,3,4,7,1,888,1,111,4,5,20 +dipotje01,1997,1,COL,NL,5,3,74,0,0,0,16,287,108,50,6,33,74,0.288,4.70,5,4,4,1,422,33,56,3,7,12 +dishmgl01,1997,1,DET,AL,1,2,7,4,0,0,0,87,30,17,4,8,20,0.268,5.28,0,0,2,0,125,1,18,1,2,2 +drabedo01,1997,1,CHA,AL,12,11,31,31,0,0,0,508,170,108,30,69,85,0.261,5.74,5,12,4,2,731,0,109,4,2,16 +dreifda01,1997,1,LAN,NL,5,2,48,0,0,0,4,189,45,20,3,34,63,0.202,2.86,2,3,1,1,265,15,21,5,2,4 +duranro01,1997,1,DET,AL,0,0,13,0,0,0,0,32,7,9,0,15,11,0.189,7.59,0,1,3,1,56,1,9,0,1,0 +eckerde01,1997,1,SLN,NL,1,5,57,0,0,0,36,159,49,23,9,8,45,0.238,3.91,0,2,2,0,218,47,24,2,0,0 +eischjo01,1997,1,CIN,NL,0,0,1,0,0,0,0,4,2,1,0,1,2,0.333,6.75,0,1,0,0,7,0,2,0,0,0 +eldreca01,1997,1,ML4,AL,13,15,34,34,1,1,0,606,207,112,31,89,122,0.266,4.99,0,5,9,0,885,0,118,4,6,17 +embreal01,1997,1,ATL,NL,3,1,66,0,0,0,0,138,36,13,1,20,45,0.221,2.54,2,3,2,1,190,15,13,4,1,2 +erdosto01,1997,1,SDN,NL,2,0,11,0,0,0,0,41,17,8,1,4,13,0.293,5.27,0,3,2,0,64,2,9,0,0,2 +erickjo01,1997,1,PIT,NL,1,0,10,0,0,0,6,28,7,2,1,4,6,0.200,1.93,0,0,0,0,39,10,3,0,0,0 +ericksc01,1997,1,BAL,AL,16,7,34,33,3,2,0,665,218,91,16,61,131,0.257,3.69,5,11,5,0,922,0,100,3,4,33 +escobke01,1997,1,TOR,AL,3,2,27,0,0,0,14,93,28,10,1,19,36,0.237,2.90,2,0,0,0,139,23,12,2,0,3 +eshelva01,1997,1,BOS,AL,3,3,21,6,0,0,0,128,58,30,3,17,18,0.330,6.33,5,2,2,0,198,6,32,1,2,8 +estessh01,1997,1,SFN,NL,19,5,32,32,3,2,0,603,162,71,12,100,181,0.223,3.18,2,10,8,2,849,0,80,13,2,19 +eversbr01,1997,1,TEX,AL,0,2,3,0,0,0,0,4,5,3,0,3,2,0.556,20.25,0,0,0,0,12,1,3,0,0,0 +eyresc01,1997,1,CHA,AL,4,4,11,11,0,0,0,182,62,34,11,31,36,0.267,5.04,1,2,1,0,267,0,36,1,2,4 +faltest01,1997,1,MON,NL,0,0,5,0,0,0,0,24,8,3,0,3,2,0.286,3.38,0,0,1,0,34,2,4,0,2,1 +fasseje01,1997,1,SEA,AL,16,9,35,35,2,1,0,703,226,94,21,84,189,0.249,3.61,6,13,3,2,1010,0,108,7,10,17 +fernaal01,1997,1,FLO,NL,17,12,32,32,5,1,0,662,193,88,25,69,183,0.238,3.59,2,9,4,0,904,0,93,14,5,15 +fernaos01,1997,1,SFN,NL,3,4,11,11,0,0,0,169,74,31,9,15,31,0.314,4.95,2,2,0,1,256,0,39,4,1,4 +fernasi01,1997,1,HOU,NL,1,0,1,1,0,0,0,15,4,2,1,2,3,0.211,3.60,0,0,0,0,21,0,2,0,0,0 +fettemi01,1997,1,ML4,AL,1,5,51,0,0,0,6,211,62,27,4,33,62,0.244,3.45,3,2,1,1,298,20,30,6,4,6 +finlech01,1997,1,ANA,AL,13,6,25,25,3,1,0,492,152,77,20,65,155,0.248,4.23,0,10,5,2,690,0,79,3,4,16 +flenehu01,1997,1,TOR,AL,0,1,8,1,0,0,0,52,40,19,3,6,9,0.444,9.87,0,2,0,0,97,3,19,0,1,1 +floribr01,1997,1,ML4,AL,4,4,32,8,0,0,0,225,74,36,4,42,53,0.262,4.32,2,4,3,1,332,6,43,1,4,13 +fordhto01,1997,1,CHA,AL,0,1,7,1,0,0,0,52,17,12,2,10,10,0.266,6.23,2,0,1,0,78,1,13,1,2,0 +fossato01,1997,1,SLN,NL,2,7,71,0,0,0,0,155,62,22,7,26,41,0.298,3.83,3,0,1,0,239,14,32,3,1,5 +fosteke01,1997,1,CHN,NL,10,7,26,25,1,0,0,439,141,75,27,66,118,0.255,4.61,4,3,2,0,637,0,79,9,7,4 +foulkke01,1997,1,SFN,NL,1,5,11,8,0,0,0,134,60,41,9,18,33,0.324,8.26,1,1,4,0,209,0,41,2,0,4 +foulkke01,1997,2,CHA,AL,3,0,16,0,0,0,3,86,28,11,4,5,21,0.255,3.45,1,0,0,0,117,5,11,1,1,3 +foxch02,1997,1,ATL,NL,0,1,30,0,0,0,0,82,24,10,4,16,28,0.231,3.29,0,4,0,0,120,8,12,0,0,3 +francjo01,1997,1,NYN,NL,5,3,59,0,0,0,36,180,49,17,3,20,53,0.226,2.55,2,6,1,0,244,53,18,5,1,9 +frascjo01,1997,1,SLN,NL,5,2,59,0,0,0,0,240,74,22,5,33,58,0.247,2.48,5,4,6,0,348,17,25,5,5,7 +gaettga01,1997,1,SLN,NL,0,0,1,0,0,0,0,1,1,0,0,0,0,0.500,0.00,0,0,1,0,3,1,0,0,0,0 +gailled01,1997,1,DET,AL,1,0,16,0,0,0,1,61,16,12,2,10,12,0.211,5.31,2,0,0,0,88,5,12,0,2,1 +garceri01,1997,1,BOS,AL,0,1,12,0,0,0,0,41,14,7,2,9,12,0.255,4.61,0,0,1,0,66,4,9,0,1,0 +garcira03,1997,1,HOU,NL,9,8,42,20,1,1,1,476,155,65,20,52,120,0.262,3.69,1,3,9,2,665,5,71,10,2,15 +gardnma01,1997,1,SFN,NL,12,9,30,30,2,1,0,541,188,86,28,57,136,0.272,4.29,6,3,1,3,764,0,92,10,6,8 +glavito02,1997,1,ATL,NL,14,7,33,33,5,2,0,720,197,79,20,79,152,0.226,2.96,9,3,4,0,970,0,86,11,6,33 +gomeswa01,1997,1,PHI,NL,5,1,37,0,0,0,0,128,45,25,4,24,24,0.274,5.27,0,2,1,0,191,13,26,2,0,5 +gonzaje01,1997,1,CHN,NL,11,9,23,23,1,1,0,432,126,68,16,69,93,0.236,4.25,5,1,2,1,613,0,73,4,5,11 +goodedw01,1997,1,NYA,AL,9,5,20,19,0,0,0,319,116,58,14,53,66,0.283,4.91,1,8,7,0,472,0,61,0,2,13 +gordoto01,1997,1,BOS,AL,6,10,42,25,2,1,11,548,155,76,10,78,159,0.226,3.74,1,5,3,0,774,16,85,3,4,14 +gorecri01,1997,1,LAN,NL,1,0,4,1,0,0,0,18,9,10,3,6,6,0.346,15.00,1,0,0,0,32,2,10,0,0,1 +gracemi02,1997,1,PHI,NL,3,2,6,6,1,1,0,117,32,15,3,10,26,0.230,3.46,1,2,1,0,151,0,16,0,1,6 +grangje01,1997,1,PIT,NL,0,0,9,0,0,0,0,15,10,10,3,8,4,0.417,18.00,1,2,0,0,32,1,10,0,0,0 +graveda01,1997,1,CLE,AL,0,0,5,0,0,0,0,34,15,6,2,9,4,0.326,4.76,0,0,0,0,56,2,8,0,1,3 +graveda01,1997,2,CIN,NL,0,0,10,0,0,0,0,44,26,10,0,11,7,0.413,6.14,1,1,0,0,78,1,14,3,1,2 +greento01,1997,1,HOU,NL,0,1,2,2,0,0,0,27,10,7,2,5,11,0.286,7.00,0,0,0,0,40,0,7,0,0,1 +greenty01,1997,1,PHI,NL,4,4,14,14,0,0,0,230,72,42,8,45,58,0.247,4.93,4,7,1,0,340,0,50,0,3,6 +groombu01,1997,1,OAK,AL,2,2,78,0,0,0,3,194,75,37,9,24,45,0.292,5.15,1,3,0,0,285,7,38,0,4,6 +grosske01,1997,1,ANA,AL,2,1,12,3,0,0,0,76,30,19,4,20,20,0.313,6.75,1,2,1,1,121,2,20,2,2,2 +grundke01,1997,1,BOS,AL,0,0,2,0,0,0,0,9,5,3,0,0,0,0.357,9.00,0,0,0,1,14,0,3,0,0,0 +guarded01,1997,1,MIN,AL,0,4,69,0,0,0,1,138,45,20,7,17,54,0.251,3.91,2,2,2,0,201,20,23,2,1,4 +gubicma01,1997,1,ANA,AL,0,1,2,2,0,0,0,14,13,13,2,3,5,0.481,25.07,0,0,0,0,30,0,13,0,0,0 +gundeer01,1997,1,TEX,AL,2,1,60,0,0,0,1,149,45,18,5,15,31,0.241,3.26,3,2,2,1,209,11,19,2,3,7 +guthrma01,1997,1,LAN,NL,1,4,62,0,0,0,1,208,71,41,12,30,42,0.272,5.32,6,2,0,1,305,18,44,10,3,4 +guzmaju01,1997,1,TOR,AL,3,6,13,13,0,0,0,180,48,33,14,31,52,0.213,4.95,0,4,2,0,261,0,42,1,2,4 +hallda01,1997,1,LAN,NL,3,2,63,0,0,0,2,164,58,14,3,26,39,0.283,2.30,7,0,0,0,233,20,15,1,1,8 +hamiljo02,1997,1,SDN,NL,12,7,31,29,1,0,0,578,199,91,22,69,124,0.271,4.25,2,7,12,0,831,1,100,8,8,14 +hammoch01,1997,1,BOS,AL,3,4,29,8,0,0,1,196,81,43,5,27,48,0.310,5.92,4,2,2,0,293,6,45,0,3,8 +hamptmi01,1997,1,HOU,NL,15,10,34,34,7,2,0,669,217,95,16,77,139,0.257,3.83,2,6,2,1,941,0,105,11,7,28 +haneych01,1997,1,KCA,AL,1,2,8,3,0,0,0,74,29,12,1,5,16,0.290,4.38,2,1,2,0,110,1,16,2,1,1 +hansegr01,1997,1,ML4,AL,0,0,3,0,0,0,0,14,5,5,1,1,5,0.263,9.64,0,0,1,0,21,1,5,0,0,0 +hansoer01,1997,1,TOR,AL,0,0,3,2,0,0,0,45,15,13,3,6,18,0.254,7.80,0,1,0,0,65,1,13,0,0,1 +harkemi01,1997,1,LAN,NL,1,0,10,0,0,0,0,44,12,7,3,5,6,0.211,4.30,0,0,0,0,62,5,8,0,0,0 +harnipe01,1997,1,NYN,NL,0,1,6,5,0,0,0,77,35,23,5,11,12,0.327,8.06,1,1,1,0,121,0,24,0,2,2 +harnipe01,1997,2,ML4,AL,1,1,4,3,0,0,0,42,13,8,1,12,10,0.245,5.14,0,1,0,0,65,0,9,0,0,1 +harripe01,1997,1,ANA,AL,5,4,61,0,0,0,0,239,82,32,7,38,56,0.274,3.62,6,3,2,0,346,17,33,3,4,11 +harrire01,1997,1,PHI,NL,1,3,50,0,0,0,0,163,55,32,1,43,45,0.263,5.30,1,5,5,1,264,13,33,3,4,1 +hasegsh01,1997,1,ANA,AL,3,7,50,7,0,0,0,350,118,51,14,46,83,0.269,3.93,6,2,3,1,497,17,60,5,5,15 +haughga01,1997,1,OAK,AL,0,0,6,0,0,0,0,34,12,9,3,6,11,0.279,7.15,0,1,2,0,52,2,9,0,1,0 +hawkila01,1997,1,MIN,AL,6,12,20,20,0,0,0,310,134,67,19,47,58,0.317,5.84,0,6,4,3,478,0,71,2,2,17 +hayneji01,1997,1,OAK,AL,3,6,13,13,0,0,0,220,74,36,7,40,65,0.262,4.42,1,4,2,1,329,0,38,1,4,7 +helliri01,1997,1,FLO,NL,2,6,31,8,0,0,0,228,61,37,12,48,53,0.232,4.38,2,0,4,0,324,8,38,2,7,5 +helliri01,1997,2,TEX,AL,3,3,10,8,0,0,0,165,47,28,5,21,46,0.235,4.58,0,3,2,0,226,1,29,1,2,3 +henrios01,1997,1,HOU,NL,0,1,4,0,0,0,0,12,2,2,0,3,3,0.167,4.50,0,0,1,0,17,1,2,1,0,0 +henrybu01,1997,1,BOS,AL,7,3,36,5,0,0,6,253,89,33,6,19,51,0.277,3.52,2,0,0,0,345,13,36,2,3,13 +henrydo01,1997,1,SFN,NL,4,5,75,0,0,0,3,212,70,37,5,41,69,0.261,4.71,6,3,1,0,317,25,45,4,3,7 +hentgpa01,1997,1,TOR,AL,15,10,35,35,9,3,0,792,253,108,31,71,160,0.254,3.68,2,6,7,2,1085,0,116,9,3,21 +heredfe01,1997,1,FLO,NL,5,3,56,0,0,0,0,170,53,27,3,30,54,0.243,4.29,1,2,5,0,259,10,30,2,2,4 +heredwi01,1997,1,TEX,AL,1,0,10,0,0,0,0,59,14,7,2,16,8,0.197,3.20,0,0,0,0,89,3,9,0,2,1 +hermadu01,1997,1,MON,NL,8,8,32,28,1,1,0,475,134,65,15,66,136,0.234,3.69,2,4,1,1,656,0,68,10,6,13 +hernafe01,1997,1,DET,AL,0,0,2,0,0,0,0,4,5,6,0,3,2,0.556,40.50,1,0,1,0,13,0,6,0,0,0 +hernali01,1997,1,FLO,NL,9,3,17,17,0,0,0,289,81,34,5,38,72,0.229,3.18,1,0,3,0,405,0,39,4,7,6 +hernaro01,1997,1,CHA,AL,5,1,46,0,0,0,27,144,38,13,5,24,47,0.216,2.44,4,2,1,0,203,43,15,1,1,3 +hernaro01,1997,2,SFN,NL,5,2,28,0,0,0,4,98,29,9,2,14,35,0.238,2.48,1,1,0,0,137,7,9,1,0,4 +hernaxa01,1997,1,TEX,AL,0,4,44,0,0,0,0,148,51,25,7,22,36,0.262,4.56,4,5,2,0,221,20,27,1,1,4 +hershor01,1997,1,CLE,AL,14,6,32,32,1,0,0,586,199,97,26,69,107,0.272,4.47,2,11,11,0,826,0,105,6,8,31 +hillke01,1997,1,TEX,AL,5,8,19,19,0,0,0,333,129,64,11,56,68,0.298,5.19,3,5,2,0,499,0,69,2,6,12 +hillke01,1997,2,ANA,AL,4,4,12,12,1,0,0,237,65,32,8,39,38,0.223,3.65,0,2,1,0,334,0,34,1,1,7 +hitchst01,1997,1,SDN,NL,10,11,32,28,1,0,0,483,172,93,24,55,106,0.276,5.20,2,6,4,2,693,1,102,7,4,13 +hoffmtr01,1997,1,SDN,NL,6,4,70,0,0,0,37,244,59,24,9,24,111,0.200,2.66,4,7,0,0,322,59,25,2,1,2 +holmeda01,1997,1,COL,NL,9,2,42,6,0,0,3,268,113,53,12,36,70,0.314,5.34,3,4,0,0,406,10,58,6,4,11 +holtch01,1997,1,HOU,NL,8,12,33,32,0,0,0,629,211,82,17,61,95,0.263,3.52,4,1,8,0,883,0,98,7,5,20 +holtzmi01,1997,1,ANA,AL,3,4,66,0,0,0,2,130,38,16,7,15,40,0.228,3.32,4,1,2,0,187,11,21,1,2,2 +holzema01,1997,1,SEA,AL,0,0,14,0,0,0,1,27,9,6,0,8,7,0.250,6.00,0,0,0,0,44,2,6,0,0,0 +honeyri01,1997,1,SLN,NL,0,0,2,0,0,0,0,6,5,3,0,1,2,0.500,13.50,0,1,0,1,11,2,3,0,0,1 +hudekjo01,1997,1,HOU,NL,1,3,40,0,0,0,4,122,38,27,8,33,36,0.252,5.98,2,4,3,0,188,20,27,1,0,4 +hudsojo02,1997,1,BOS,AL,3,1,26,0,0,0,0,107,39,14,1,14,14,0.289,3.53,2,1,4,0,154,9,16,1,0,8 +hurtaed01,1997,1,SEA,AL,1,2,13,1,0,0,0,57,25,19,5,15,10,0.329,9.00,0,2,2,0,94,2,19,0,1,2 +huttoma01,1997,1,FLO,NL,3,1,32,0,0,0,0,143,50,20,7,19,29,0.286,3.78,3,3,2,1,204,9,24,5,3,8 +huttoma01,1997,2,COL,NL,0,1,8,1,0,0,0,38,22,10,3,7,10,0.407,7.11,0,0,4,0,68,0,10,2,1,2 +irabuhi01,1997,1,NYA,AL,5,4,13,9,0,0,0,160,69,42,15,20,56,0.311,7.09,0,4,1,3,246,0,47,1,2,2 +isrinja01,1997,1,NYN,NL,2,2,6,6,0,0,0,89,40,25,3,22,25,0.336,7.58,0,3,1,0,145,0,27,1,2,3 +jacksda02,1997,1,SLN,NL,1,2,4,4,0,0,0,56,26,16,3,8,13,0.347,7.71,1,0,2,0,88,0,17,1,2,3 +jacksda02,1997,2,SDN,NL,1,7,13,9,0,0,0,147,72,41,8,20,19,0.353,7.53,2,2,3,0,233,0,47,3,3,3 +jacksmi02,1997,1,CLE,AL,2,5,71,0,0,0,15,225,59,27,3,29,74,0.215,3.24,5,2,4,0,313,38,33,3,3,6 +jacomja01,1997,1,KCA,AL,0,0,7,0,0,0,0,20,13,7,2,5,3,0.448,9.45,1,0,1,0,35,0,7,0,0,2 +jacomja01,1997,2,CLE,AL,2,0,21,4,0,0,0,128,45,25,8,15,24,0.269,5.27,4,2,0,0,183,2,26,0,1,6 +jamesmi01,1997,1,ANA,AL,5,5,58,0,0,0,7,188,69,30,3,28,57,0.283,4.31,4,1,5,0,284,22,32,6,1,6 +janzema01,1997,1,TOR,AL,2,1,12,0,0,0,0,75,23,10,4,13,17,0.250,3.60,0,0,0,0,105,6,11,0,0,4 +jarvike01,1997,1,CIN,NL,0,1,9,0,0,0,1,40,21,15,4,7,12,0.344,10.13,0,2,1,0,70,3,16,1,0,0 +jarvike01,1997,2,MIN,AL,0,0,6,2,0,0,0,39,23,18,4,8,9,0.371,12.46,0,2,0,0,70,1,18,0,0,0 +jarvike01,1997,3,DET,AL,0,3,17,3,0,0,0,125,55,25,9,14,27,0.318,5.40,0,0,0,0,189,9,28,1,1,2 +johnsda05,1997,1,OAK,AL,4,1,38,0,0,0,2,137,49,23,4,31,43,0.272,4.53,4,4,2,1,217,12,28,0,4,5 +johnsja02,1997,1,PIT,NL,0,0,3,0,0,0,0,18,10,4,2,1,3,0.400,6.00,0,0,0,0,27,0,4,0,1,0 +johnsjo07,1997,1,SFN,NL,0,0,10,0,0,0,0,50,12,4,0,6,14,0.218,2.16,0,0,4,0,70,2,4,2,3,1 +johnsjo07,1997,2,OAK,AL,0,0,5,0,0,0,0,19,7,2,0,7,4,0.292,2.84,0,0,0,0,32,1,2,0,1,0 +johnsjo07,1997,3,SFN,NL,0,0,3,0,0,0,0,6,3,3,1,1,1,0.333,13.50,0,0,0,0,10,0,3,0,0,0 +johnsmi02,1997,1,BAL,AL,0,1,14,5,0,0,2,119,52,35,12,16,29,0.317,7.94,2,1,1,0,183,5,36,0,2,3 +johnsmi02,1997,2,MON,NL,2,5,11,11,0,0,0,150,54,33,8,21,28,0.277,5.94,2,4,0,0,220,0,34,2,2,3 +johnsra05,1997,1,SEA,AL,20,4,30,29,5,2,0,639,147,54,20,77,291,0.194,2.28,2,4,10,0,850,0,60,4,1,11 +jonesbo03,1997,1,NYN,NL,15,9,30,30,2,1,0,580,177,78,24,63,125,0.242,3.63,3,3,2,1,806,0,88,6,4,16 +jonesbo04,1997,1,COL,NL,1,1,4,4,0,0,0,58,30,18,2,12,5,0.380,8.38,0,0,0,0,96,0,18,2,3,1 +jonesdo01,1997,1,ML4,AL,6,6,75,0,0,0,36,241,62,18,4,9,82,0.215,2.02,1,2,3,0,307,73,20,1,5,5 +jonesto02,1997,1,DET,AL,5,4,68,0,0,0,31,210,60,24,3,35,70,0.231,3.09,2,7,1,0,301,51,29,1,4,5 +jordari03,1997,1,NYN,NL,1,2,22,0,0,0,0,81,31,16,1,15,19,0.304,5.33,2,0,2,0,123,4,17,2,2,4 +juddmi01,1997,1,LAN,NL,0,0,1,0,0,0,0,8,4,0,0,0,4,0.364,0.00,0,0,0,0,11,0,0,0,0,0 +judenje01,1997,1,MON,NL,11,5,22,22,3,0,0,390,125,61,17,57,107,0.255,4.22,2,7,9,1,565,0,64,5,4,10 +judenje01,1997,2,CLE,AL,0,1,8,5,0,0,0,94,32,19,6,15,29,0.264,5.46,0,1,1,0,141,0,21,2,2,1 +kamiesc01,1997,1,BAL,AL,10,6,30,30,0,0,0,538,179,80,20,67,109,0.261,4.01,2,5,4,0,764,0,83,1,6,15 +karchma01,1997,1,CHA,AL,3,1,52,0,0,0,15,158,50,17,4,26,30,0.258,2.91,4,6,0,0,224,25,18,3,1,8 +karlsc01,1997,1,ML4,AL,10,13,32,32,1,0,0,580,212,96,23,67,119,0.279,4.47,1,6,4,0,839,0,103,5,2,20 +karpry01,1997,1,PHI,NL,1,1,15,1,0,0,0,45,12,9,2,9,18,0.218,5.40,0,1,2,0,67,1,12,1,0,1 +karsast01,1997,1,OAK,AL,3,12,24,24,0,0,0,398,166,85,20,47,92,0.304,5.77,3,7,9,0,609,0,92,2,5,11 +kashita01,1997,1,NYN,NL,3,1,35,0,0,0,0,94,35,15,4,18,19,0.289,4.31,0,4,3,0,145,11,15,1,2,3 +keaglgr01,1997,1,DET,AL,3,5,11,10,0,0,0,136,58,33,9,18,33,0.309,6.55,0,1,5,0,214,0,33,2,1,3 +keyji01,1997,1,BAL,AL,16,10,34,34,1,1,0,637,210,81,24,82,141,0.261,3.43,1,4,5,1,902,0,90,5,6,23 +kileda01,1997,1,HOU,NL,19,7,34,34,6,4,0,767,208,73,19,94,205,0.225,2.57,2,7,10,1,1056,0,87,17,10,24 +kingcu01,1997,1,SLN,NL,4,2,30,0,0,0,0,88,38,9,0,11,13,0.325,2.76,0,2,1,0,136,8,14,4,3,3 +klinest02,1997,1,CLE,AL,3,1,20,1,0,0,0,79,42,17,6,13,17,0.365,5.81,1,3,1,1,130,0,19,1,0,4 +klinest02,1997,2,MON,NL,1,3,26,0,0,0,0,79,31,18,4,10,20,0.307,6.15,3,1,1,0,118,7,18,3,2,3 +krivdri01,1997,1,BAL,AL,4,2,10,10,0,0,0,150,67,35,7,18,29,0.328,6.30,1,0,0,2,225,0,36,1,2,8 +kroonma01,1997,1,SDN,NL,0,1,12,0,0,0,0,34,14,8,2,5,12,0.280,6.35,0,1,1,0,56,2,9,0,0,0 +kubinti01,1997,1,OAK,AL,0,0,11,0,0,0,0,38,12,8,2,6,10,0.255,5.68,1,0,1,0,56,3,9,0,2,1 +lacyke01,1997,1,BOS,AL,1,1,33,0,0,0,3,137,60,31,7,22,18,0.314,6.11,4,0,0,0,215,12,34,0,2,7 +langsma01,1997,1,ANA,AL,2,4,9,9,0,0,0,143,61,31,8,29,30,0.316,5.85,1,1,0,0,226,0,34,2,2,7 +leiteal01,1997,1,FLO,NL,11,9,27,27,0,0,0,454,133,73,13,91,132,0.241,4.34,4,2,12,0,668,0,78,10,3,5 +leitema01,1997,1,PHI,NL,10,17,31,31,3,0,0,548,216,115,25,64,148,0.292,5.67,4,11,9,2,832,0,132,11,8,12 +leroyjo01,1997,1,ATL,NL,1,0,1,0,0,0,0,6,1,0,0,3,3,0.143,0.00,1,0,0,0,10,0,0,0,0,0 +leskacu01,1997,1,COL,NL,4,0,55,0,0,0,2,175,59,36,8,24,53,0.271,5.55,0,4,0,0,248,23,36,2,4,7 +levinal01,1997,1,CHA,AL,2,2,25,0,0,0,0,82,35,21,4,16,22,0.313,6.91,1,2,2,0,133,6,22,1,2,4 +lewisri01,1997,1,OAK,AL,2,0,14,0,0,0,0,56,24,20,7,15,12,0.316,9.64,0,2,1,0,94,5,21,1,1,1 +lewisri01,1997,2,CIN,NL,0,0,4,0,0,0,0,17,4,4,3,3,4,0.200,6.35,0,0,0,0,25,0,5,2,0,0 +lidleco01,1997,1,NYN,NL,7,2,54,2,0,0,2,245,86,32,7,20,54,0.274,3.53,4,2,3,0,345,20,38,4,4,5 +liebejo01,1997,1,PIT,NL,11,14,33,32,1,0,0,565,193,94,23,51,160,0.263,4.49,8,3,1,1,799,0,102,6,7,12 +ligteke01,1997,1,ATL,NL,1,0,15,0,0,0,1,45,12,5,4,4,19,0.211,3.00,2,0,0,0,61,9,5,0,0,0 +limajo01,1997,1,HOU,NL,1,6,52,1,0,0,2,225,79,44,9,16,63,0.271,5.28,2,2,5,0,321,15,45,6,3,2 +lirafe01,1997,1,DET,AL,5,7,20,15,1,1,0,276,101,59,15,45,64,0.277,5.77,2,7,2,0,415,1,61,2,2,11 +lirafe01,1997,2,SEA,AL,0,4,8,3,0,0,0,56,31,19,3,10,9,0.369,9.16,0,0,4,0,101,2,21,0,2,1 +lloydgr01,1997,1,NYA,AL,1,1,46,0,0,0,1,147,55,18,6,20,26,0.293,3.31,7,3,1,0,217,17,24,3,5,9 +loaizes01,1997,1,PIT,NL,11,11,33,32,1,0,0,589,214,90,17,56,122,0.279,4.13,9,2,12,3,851,0,99,10,7,14 +loiseri01,1997,1,PIT,NL,1,5,72,0,0,0,29,218,76,25,7,24,66,0.269,3.10,3,4,1,0,312,58,29,2,2,5 +longjo01,1997,1,SDN,NL,0,0,10,0,0,0,0,33,17,10,1,8,8,0.340,8.18,1,1,1,0,60,4,11,1,0,0 +lopezal02,1997,1,CLE,AL,3,7,37,6,0,0,0,230,101,59,11,40,63,0.322,6.93,9,5,4,0,364,10,61,3,2,5 +lorraan01,1997,1,OAK,AL,3,1,12,6,0,0,0,89,45,21,2,15,18,0.354,6.37,0,0,1,0,146,1,22,0,3,2 +lowede01,1997,1,SEA,AL,2,4,12,9,0,0,0,159,59,41,11,20,39,0.282,6.96,2,2,2,0,234,1,43,2,1,5 +lowede01,1997,2,BOS,AL,0,2,8,0,0,0,0,48,15,6,0,3,13,0.268,3.38,1,0,2,0,64,0,6,2,1,3 +lowese01,1997,1,SLN,NL,0,2,6,4,0,0,0,52,27,18,2,10,8,0.365,9.35,0,0,1,0,89,1,21,1,2,3 +ludwier01,1997,1,SLN,NL,0,1,5,0,0,0,0,20,12,7,1,6,7,0.400,9.45,0,0,0,0,36,3,7,0,0,1 +ludwier01,1997,2,OAK,AL,1,4,6,5,0,0,0,72,32,22,7,16,14,0.330,8.25,1,0,1,0,116,0,24,2,0,5 +maddugr01,1997,1,ATL,NL,19,4,33,33,5,2,0,698,200,57,9,20,177,0.236,2.20,6,0,6,0,893,0,58,11,7,23 +maddumi01,1997,1,SEA,AL,1,0,6,0,0,0,0,32,20,12,1,8,7,0.400,10.13,2,1,1,0,59,1,12,0,0,2 +madurca01,1997,1,PHI,NL,3,7,15,13,0,0,0,213,83,57,12,41,31,0.294,7.23,5,6,3,2,331,0,59,1,4,5 +magnami01,1997,1,HOU,NL,3,1,40,0,0,0,1,143,39,12,2,11,43,0.223,2.27,2,2,0,2,191,14,16,3,2,0 +mahayro01,1997,1,BOS,AL,3,0,28,0,0,0,0,75,19,7,3,11,22,0.204,2.52,0,3,0,0,105,7,7,1,0,0 +mahompa01,1997,1,BOS,AL,1,0,10,0,0,0,0,30,15,9,2,10,5,0.366,8.10,1,1,2,0,54,2,10,0,1,1 +malonse01,1997,1,ML4,AL,0,0,3,0,0,0,0,21,7,4,1,2,5,0.304,5.14,0,2,2,0,29,2,4,0,2,3 +manueba01,1997,1,NYN,NL,0,1,19,0,0,0,0,77,35,15,6,13,21,0.324,5.26,1,0,1,1,123,6,18,1,0,1 +manzajo01,1997,1,SEA,AL,0,1,16,0,0,0,0,55,19,11,3,17,18,0.275,5.40,1,2,0,0,88,4,13,0,2,2 +martide01,1997,1,SEA,AL,1,5,9,9,0,0,0,147,65,42,8,29,17,0.327,7.71,1,0,7,0,239,0,46,1,3,7 +martipe02,1997,1,MON,NL,17,8,31,31,13,4,0,724,158,51,16,67,305,0.184,1.90,5,3,9,1,947,0,65,9,1,16 +martipe03,1997,1,CIN,NL,1,1,8,0,0,0,0,20,8,7,1,7,4,0.286,9.45,0,0,1,0,37,1,9,0,1,0 +martira02,1997,1,LAN,NL,10,5,22,22,1,0,0,401,123,54,14,68,120,0.243,3.64,1,1,6,1,590,0,64,5,4,7 +martito02,1997,1,HOU,NL,5,3,55,0,0,0,2,168,52,13,2,23,36,0.254,2.09,2,3,1,0,236,18,13,6,1,7 +mathete01,1997,1,BAL,AL,4,4,57,0,0,0,1,190,63,31,8,36,39,0.267,4.41,2,3,0,0,285,19,35,9,4,3 +mathetj01,1997,1,SLN,NL,4,4,40,0,0,0,0,138,41,11,4,18,46,0.238,2.15,3,1,1,0,197,12,14,6,0,2 +mathetj01,1997,2,OAK,AL,6,2,24,0,0,0,3,86,34,14,5,12,24,0.293,4.40,1,0,1,0,132,14,18,2,1,2 +mayda02,1997,1,ANA,AL,2,1,29,2,0,0,0,155,56,30,6,25,42,0.277,5.23,2,2,0,0,234,7,31,3,4,2 +mcandja01,1997,1,ML4,AL,1,1,5,4,0,0,0,58,24,18,1,23,8,0.304,8.38,0,2,2,0,104,0,19,0,0,0 +mccargr01,1997,1,SEA,AL,1,1,37,0,0,0,0,89,26,18,4,16,34,0.230,5.46,0,4,1,0,130,4,21,0,0,2 +mccurje01,1997,1,COL,NL,1,4,33,0,0,0,0,122,43,20,7,20,19,0.277,4.43,0,2,0,0,179,14,22,3,1,6 +mcdilal01,1997,1,KCA,AL,0,0,3,0,0,0,0,12,3,6,1,8,2,0.214,13.50,0,0,1,0,24,1,6,1,0,1 +mcdonbe01,1997,1,ML4,AL,8,7,21,21,1,0,0,399,120,60,13,36,110,0.237,4.06,2,3,5,0,551,0,68,3,1,14 +mcdowja01,1997,1,CLE,AL,3,3,8,6,0,0,0,122,44,23,6,18,38,0.282,5.09,1,1,1,0,181,0,25,4,2,4 +mcelrch01,1997,1,ANA,AL,0,0,13,0,0,0,0,47,17,6,2,3,18,0.270,3.45,0,0,0,0,66,3,7,0,0,0 +mcelrch01,1997,2,CHA,AL,1,3,48,0,0,0,1,178,56,26,3,19,44,0.247,3.94,1,1,2,0,254,13,29,3,3,2 +mcgrato01,1997,1,SLN,NL,0,0,2,0,0,0,0,5,2,0,0,1,0,0.333,0.00,0,0,0,0,8,2,0,0,1,0 +mcmicgr01,1997,1,NYN,NL,7,10,73,0,0,0,7,263,73,29,8,27,81,0.233,2.98,6,5,2,0,355,23,34,9,4,8 +mecirji01,1997,1,NYA,AL,0,4,25,0,0,0,0,101,36,22,5,10,25,0.279,5.88,1,1,2,0,142,11,23,0,1,4 +mendora01,1997,1,NYA,AL,8,6,39,15,0,0,2,401,157,63,15,28,82,0.292,4.24,2,2,5,1,578,9,67,3,5,15 +menhapa01,1997,1,SDN,NL,2,3,9,8,0,0,0,132,42,23,6,13,22,0.256,4.70,0,4,0,0,180,0,23,2,1,4 +mercejo02,1997,1,ML4,AL,7,10,29,23,2,1,0,477,146,67,24,53,80,0.248,3.79,2,1,5,1,653,1,76,3,4,21 +merckke01,1997,1,CIN,NL,8,11,28,25,0,0,0,434,135,63,16,62,75,0.250,3.92,6,2,2,1,616,0,65,8,4,15 +mesajo01,1997,1,CLE,AL,4,4,66,0,0,0,16,247,83,22,7,28,69,0.259,2.40,3,1,3,0,356,38,28,2,2,9 +micelda01,1997,1,DET,AL,3,2,71,0,0,0,3,248,77,46,13,38,79,0.248,5.01,4,3,1,0,357,24,49,5,3,7 +milleku01,1997,1,FLO,NL,0,1,7,0,0,0,0,22,12,8,2,7,7,0.364,9.82,0,0,1,0,41,1,8,0,0,0 +milletr01,1997,1,MIN,AL,1,5,13,7,0,0,0,145,64,41,8,23,26,0.320,7.63,2,5,1,0,227,1,49,1,2,3 +millsal01,1997,1,BAL,AL,2,3,39,0,0,0,0,116,41,21,5,33,32,0.270,4.89,1,2,1,0,192,11,23,4,1,2 +millwke01,1997,1,ATL,NL,5,3,12,8,0,0,0,154,55,23,1,21,42,0.282,4.03,1,1,2,0,227,2,26,3,5,4 +mimbsmi01,1997,1,PHI,NL,0,3,17,1,0,0,0,86,31,24,6,27,29,0.272,7.53,1,4,3,0,146,2,27,2,0,2 +minchna01,1997,1,COL,NL,0,0,2,0,0,0,0,6,5,3,0,1,1,0.556,13.50,0,0,0,0,12,0,3,2,0,0 +minorbl01,1997,1,HOU,NL,1,0,11,0,0,0,1,36,13,6,1,5,6,0.277,4.50,0,4,1,0,55,5,7,1,1,2 +miranan01,1997,1,ML4,AL,0,0,10,0,0,0,0,42,17,6,1,9,8,0.309,3.86,2,2,3,0,68,1,6,1,0,1 +misurmi01,1997,1,ML4,AL,0,0,5,0,0,0,0,31,15,13,5,7,10,0.333,11.32,1,1,0,0,52,2,13,0,0,1 +mlickda01,1997,1,NYN,NL,8,12,32,32,1,1,0,581,194,86,21,76,157,0.259,4.00,7,5,5,1,838,0,89,3,6,11 +moehlbr01,1997,1,DET,AL,11,12,31,31,2,1,0,526,198,91,22,61,97,0.285,4.67,1,3,5,0,770,0,97,1,8,13 +mohlemi01,1997,1,OAK,AL,1,10,62,10,0,0,1,305,116,58,11,54,66,0.301,5.13,8,4,7,0,462,16,65,9,7,11 +montgje01,1997,1,KCA,AL,1,4,55,0,0,0,14,178,53,23,9,18,48,0.240,3.49,5,5,0,0,245,37,24,4,2,1 +montgst01,1997,1,OAK,AL,0,1,4,0,0,0,0,19,10,7,2,8,1,0.385,9.95,2,0,0,0,35,0,7,0,1,1 +moodyer01,1997,1,TEX,AL,0,1,10,1,0,0,0,57,26,9,4,2,12,0.329,4.26,0,0,0,0,82,3,10,0,1,2 +morelra01,1997,1,PIT,NL,0,0,5,0,0,0,0,23,11,4,2,4,4,0.344,4.70,1,0,0,0,36,2,4,0,0,2 +morelra01,1997,2,CHN,NL,0,0,3,0,0,0,0,11,3,2,1,3,3,0.214,4.91,0,0,0,0,17,3,2,0,0,0 +morgami01,1997,1,CIN,NL,9,12,31,30,1,0,0,486,165,86,13,49,103,0.266,4.78,6,7,8,0,688,0,91,9,2,14 +mormaal01,1997,1,CLE,AL,0,0,34,0,0,0,2,55,19,12,2,14,13,0.268,5.89,3,1,1,0,86,7,13,0,0,2 +morrima01,1997,1,SLN,NL,12,9,33,33,3,0,0,651,208,77,12,69,149,0.258,3.19,2,5,7,3,900,0,88,11,7,25 +moyerja01,1997,1,SEA,AL,17,5,30,30,2,0,0,566,187,81,21,43,113,0.256,3.86,2,3,7,0,787,0,82,6,1,12 +mulhote01,1997,1,CHN,NL,6,12,25,25,1,0,0,471,162,71,20,45,74,0.271,4.07,2,2,9,0,668,0,79,13,3,17 +mulhote01,1997,2,SFN,NL,0,1,15,2,0,0,0,89,28,17,4,6,25,0.248,5.16,1,1,2,0,126,5,21,4,1,3 +munozbo01,1997,1,PHI,NL,1,5,8,7,0,0,0,100,47,33,4,15,20,0.338,8.91,1,3,2,1,161,1,35,2,3,4 +munozmi01,1997,1,COL,NL,3,3,64,0,0,0,2,137,52,23,4,13,26,0.294,4.53,0,3,0,0,192,16,25,0,2,12 +murrahe01,1997,1,SDN,NL,1,2,17,3,0,0,0,100,50,25,3,21,16,0.376,6.75,3,1,4,1,162,1,25,3,1,8 +mussimi01,1997,1,BAL,AL,15,8,33,33,4,1,0,674,197,80,27,54,218,0.234,3.20,3,5,3,0,905,0,87,3,2,15 +myersmi01,1997,1,DET,AL,0,4,88,0,0,0,2,161,58,34,12,25,50,0.274,5.70,2,0,2,0,246,23,36,4,3,2 +myersra01,1997,1,BAL,AL,2,3,61,0,0,0,45,179,47,10,2,22,56,0.217,1.51,2,3,0,0,241,57,12,2,0,6 +myersro01,1997,1,CHN,NL,0,0,5,1,0,0,0,27,12,6,1,7,6,0.333,6.00,1,0,1,0,44,2,6,0,0,1 +nagych01,1997,1,CLE,AL,15,11,34,34,1,1,0,681,253,108,27,77,149,0.283,4.28,4,5,7,0,991,0,115,5,6,17 +naultda01,1997,1,MIN,AL,1,1,29,0,0,0,1,92,29,20,8,10,23,0.254,5.87,0,3,0,0,128,8,20,0,4,2 +navarja01,1997,1,CHA,AL,9,14,33,33,2,0,0,629,267,135,22,73,142,0.309,5.79,6,14,3,1,957,0,155,2,14,14 +neaglde01,1997,1,ATL,NL,20,5,34,34,4,4,0,700,204,77,18,49,172,0.233,2.97,5,3,6,0,947,0,87,12,6,8 +nelsoje01,1997,1,NYA,AL,3,7,77,0,0,0,2,236,53,25,7,37,81,0.191,2.86,12,4,4,0,327,22,32,7,2,3 +nenro01,1997,1,FLO,NL,9,3,73,0,0,0,35,222,72,32,7,40,81,0.250,3.89,7,5,0,0,332,65,35,1,3,6 +nomohi01,1997,1,LAN,NL,14,12,33,33,1,0,0,622,193,98,23,92,233,0.243,4.25,2,10,9,4,904,0,104,7,1,5 +nyery01,1997,1,PHI,NL,0,2,4,2,0,0,0,36,20,11,2,9,7,0.392,8.25,0,0,2,0,65,1,11,1,2,1 +ogeach01,1997,1,CLE,AL,8,9,21,21,1,0,0,379,139,70,13,47,80,0.283,4.99,4,4,5,2,552,0,79,3,5,9 +ojalaki01,1997,1,FLO,NL,1,2,7,5,0,0,0,86,28,10,4,18,19,0.252,3.14,0,0,0,0,130,1,10,0,1,2 +olivaom01,1997,1,DET,AL,5,6,19,19,3,2,0,345,110,60,8,53,74,0.253,4.70,1,5,9,0,502,0,68,2,4,15 +olivaom01,1997,2,SEA,AL,1,4,13,12,0,0,0,187,81,38,10,28,29,0.315,5.49,3,0,4,0,292,0,41,0,3,7 +oliveda02,1997,1,TEX,AL,13,12,32,32,3,1,0,604,213,94,29,82,104,0.271,4.20,3,7,11,0,887,0,111,2,5,20 +olsongr01,1997,1,MIN,AL,0,0,11,0,0,0,0,25,19,17,0,11,6,0.432,18.36,1,0,0,0,55,5,17,0,0,0 +olsongr01,1997,2,KCA,AL,4,3,34,0,0,0,1,125,39,14,3,17,28,0.260,3.02,3,1,1,0,171,13,18,2,1,8 +oquismi01,1997,1,OAK,AL,4,6,19,17,1,0,0,323,111,60,15,43,72,0.266,5.02,3,2,6,0,473,0,62,3,3,8 +oroscje01,1997,1,BAL,AL,6,3,71,0,0,0,0,151,29,13,6,30,46,0.169,2.32,0,1,0,1,205,12,13,1,2,1 +osbordo01,1997,1,SLN,NL,3,7,14,14,0,0,0,241,84,44,10,23,51,0.274,4.93,2,1,1,0,337,0,46,3,3,6 +osunaan01,1997,1,LAN,NL,3,4,48,0,0,0,0,185,46,15,6,19,68,0.209,2.19,2,2,1,0,245,18,15,4,1,5 +paintla01,1997,1,SLN,NL,1,1,14,0,0,0,0,51,13,9,1,8,11,0.213,4.76,2,0,0,0,69,4,9,0,0,1 +palldo01,1997,1,FLO,NL,0,0,2,0,0,0,0,7,3,1,1,1,0,0.300,3.86,0,0,0,0,11,0,1,0,0,0 +paniajo01,1997,1,MON,NL,1,2,9,3,0,0,0,54,29,24,2,16,8,0.372,12.00,1,1,4,0,100,0,24,1,1,3 +parkch01,1997,1,LAN,NL,14,8,32,29,2,0,0,576,149,72,24,70,166,0.213,3.38,1,4,8,1,792,1,80,9,5,8 +pattebo01,1997,1,CHN,NL,1,6,76,0,0,0,0,178,47,22,9,10,58,0.222,3.34,1,1,0,0,231,12,23,5,4,3 +patteda04,1997,1,TEX,AL,10,6,54,0,0,0,1,213,70,27,3,23,69,0.263,3.42,4,7,0,1,296,17,29,4,3,7 +pavliro01,1997,1,TEX,AL,3,5,11,11,0,0,0,173,59,28,7,31,35,0.267,4.37,1,0,1,0,256,0,29,2,1,4 +percitr01,1997,1,ANA,AL,5,5,55,0,0,0,27,156,40,20,6,22,72,0.205,3.46,2,5,4,0,224,46,20,1,2,0 +perezca01,1997,1,MON,NL,12,13,33,32,8,5,0,620,206,89,21,48,110,0.260,3.88,1,2,4,1,857,0,109,5,7,24 +perezmi01,1997,1,KCA,AL,2,0,16,0,0,0,0,61,15,8,2,8,17,0.214,3.54,0,1,1,0,80,4,8,1,0,1 +perezyo01,1997,1,NYN,NL,0,1,9,0,0,0,0,26,15,8,2,4,7,0.375,8.31,0,1,0,0,45,1,8,0,1,1 +perisma01,1997,1,ANA,AL,0,2,11,8,0,0,0,135,59,30,6,28,35,0.324,6.00,0,5,3,2,217,2,34,2,2,6 +persoro01,1997,1,TOR,AL,5,10,23,22,0,0,0,385,125,80,19,60,99,0.255,5.61,2,7,5,0,566,0,86,4,6,7 +peterch01,1997,1,PIT,NL,2,2,31,1,0,0,0,112,38,19,6,21,17,0.277,4.58,4,4,3,0,167,5,23,5,1,8 +petkoma01,1997,1,SLN,NL,4,7,55,2,0,0,2,288,109,54,14,31,51,0.292,5.06,4,2,6,0,414,19,61,2,2,12 +pettian01,1997,1,NYA,AL,18,7,35,35,4,1,0,721,233,77,7,65,166,0.256,2.88,0,7,3,0,986,0,86,6,2,35 +pichahi01,1997,1,KCA,AL,3,5,47,0,0,0,11,147,51,23,7,24,34,0.273,4.22,8,2,1,1,215,26,24,2,0,8 +piscima01,1997,1,CHN,NL,3,1,24,0,0,0,0,85,20,10,1,16,21,0.200,3.18,0,2,1,0,119,7,10,1,1,1 +pittsji01,1997,1,KCA,AL,5,8,21,21,0,0,0,336,120,68,15,54,52,0.277,5.46,1,3,6,0,501,0,72,2,6,13 +planter01,1997,1,PHI,NL,0,0,35,0,0,0,0,77,25,14,1,12,12,0.255,4.91,0,2,1,0,113,9,14,1,1,3 +plesada01,1997,1,TOR,AL,2,4,73,0,0,0,1,151,47,20,8,19,61,0.244,3.58,4,2,0,0,215,18,22,2,1,0 +plunker01,1997,1,CLE,AL,4,5,55,0,0,0,0,197,62,34,12,36,66,0.245,4.66,7,6,1,0,293,22,37,1,2,4 +pooleji02,1997,1,SFN,NL,3,1,63,0,0,0,0,148,73,39,6,25,26,0.353,7.11,4,5,4,0,242,11,44,4,2,5 +portuma01,1997,1,PHI,NL,0,2,3,3,0,0,0,41,17,7,0,5,2,0.321,4.61,0,0,0,0,60,0,8,1,1,0 +powelja04,1997,1,FLO,NL,7,2,74,0,0,0,2,239,71,29,3,30,65,0.242,3.28,3,3,4,0,337,23,35,6,4,13 +prietar01,1997,1,OAK,AL,6,8,22,22,0,0,0,375,155,70,16,70,90,0.306,5.04,3,7,5,1,588,0,84,3,4,15 +pughti01,1997,1,DET,AL,1,1,2,2,0,0,0,27,6,5,0,5,4,0.188,5.00,0,0,0,0,37,0,5,0,0,0 +quantpa01,1997,1,TOR,AL,6,7,77,0,0,0,5,264,103,19,5,17,56,0.297,1.94,3,1,1,0,373,29,25,5,3,10 +radinsc01,1997,1,LAN,NL,5,1,75,0,0,0,3,187,54,20,4,21,44,0.236,2.89,5,0,1,0,258,14,22,3,4,4 +radkebr01,1997,1,MIN,AL,20,10,35,35,4,1,0,719,238,103,28,48,174,0.257,3.87,1,1,3,1,989,0,114,2,9,17 +raggibr01,1997,1,SLN,NL,1,2,15,4,0,0,0,94,44,24,1,16,21,0.336,6.89,0,3,1,0,151,5,24,1,2,2 +ramosed01,1997,1,PHI,NL,0,2,4,2,0,0,0,42,15,8,3,6,4,0.288,5.14,0,1,1,0,60,0,9,1,0,3 +rapppa01,1997,1,FLO,NL,4,6,19,19,1,1,0,326,121,54,11,51,64,0.287,4.47,3,5,3,0,484,0,59,4,3,13 +rapppa01,1997,2,SFN,NL,1,2,8,6,0,0,0,99,37,22,5,21,28,0.294,6.00,1,3,2,0,154,0,24,2,3,2 +reedri01,1997,1,NYN,NL,13,9,33,31,2,0,0,625,186,67,19,31,113,0.239,2.89,4,0,5,0,824,0,76,7,3,21 +reedst01,1997,1,COL,NL,4,6,63,0,0,0,6,187,49,28,10,27,43,0.219,4.04,1,0,5,0,260,23,28,3,1,3 +rekarbr01,1997,1,COL,NL,1,0,2,2,0,0,0,28,11,6,3,6,4,0.282,5.79,0,0,0,0,46,0,7,1,0,1 +remlimi01,1997,1,CIN,NL,8,8,69,12,2,0,2,372,100,57,11,60,145,0.223,4.14,6,12,7,2,525,10,61,6,4,5 +reyesal01,1997,1,ML4,AL,1,2,19,0,0,0,1,89,32,18,4,9,28,0.274,5.46,0,1,3,0,131,7,19,2,0,3 +reyesca01,1997,1,OAK,AL,3,4,37,6,0,0,0,232,101,50,13,25,43,0.316,5.82,2,2,2,1,352,9,52,3,2,7 +reyesde01,1997,1,LAN,NL,2,3,14,5,0,0,0,141,51,20,4,18,36,0.280,3.83,3,2,1,1,207,0,21,5,1,3 +reynoar02,1997,1,NYN,NL,6,3,16,16,1,1,0,274,95,46,7,29,47,0.275,4.53,4,4,6,1,388,0,47,3,5,7 +reynosh01,1997,1,HOU,NL,9,10,30,30,2,0,0,543,189,85,19,47,152,0.267,4.23,5,5,3,2,773,0,92,9,5,13 +rhodear01,1997,1,BAL,AL,10,3,53,0,0,0,1,286,75,32,9,26,102,0.218,3.02,5,2,4,0,378,6,32,0,4,7 +rigbybr01,1997,1,OAK,AL,1,7,14,14,0,0,0,233,92,42,14,22,34,0.302,4.87,2,3,2,0,339,0,44,2,8,9 +rincori01,1997,1,PIT,NL,4,8,62,0,0,0,4,180,51,23,5,24,71,0.230,3.45,6,2,2,3,254,23,26,5,1,1 +riosda01,1997,1,NYA,AL,0,0,2,0,0,0,0,7,9,5,3,2,1,0.563,19.29,0,0,1,0,19,0,5,0,0,0 +rislebi01,1997,1,TOR,AL,0,1,3,0,0,0,0,13,3,4,2,2,2,0.188,8.31,0,0,0,0,18,1,4,0,0,0 +ritchto01,1997,1,MIN,AL,2,3,42,0,0,0,0,224,87,38,11,28,44,0.290,4.58,0,11,2,0,331,19,41,0,1,4 +ritzke01,1997,1,COL,NL,6,8,18,18,1,0,0,322,142,70,16,46,56,0.330,5.87,3,7,1,0,486,0,72,4,5,14 +riverma01,1997,1,NYA,AL,6,4,66,0,0,0,43,215,65,15,5,20,68,0.237,1.88,6,2,0,0,301,56,17,3,4,4 +roajo01,1997,1,SFN,NL,2,5,28,3,0,0,0,197,86,38,8,20,34,0.333,5.21,5,0,2,1,289,4,40,5,4,11 +roberri02,1997,1,MIN,AL,8,12,31,26,0,0,0,441,169,93,19,70,69,0.292,5.69,3,10,6,0,666,2,105,3,8,17 +robinke01,1997,1,TOR,AL,0,0,3,0,0,0,0,10,1,1,1,1,4,0.100,2.70,0,0,0,0,11,2,1,0,0,0 +rodrife01,1997,1,CIN,NL,0,0,26,1,0,0,0,138,48,22,2,28,34,0.271,4.30,2,4,6,1,212,13,23,0,1,4 +rodrifr02,1997,1,MIN,AL,3,6,43,15,0,0,0,427,147,73,12,60,65,0.271,4.62,9,6,4,0,613,5,82,4,2,16 +rodrine01,1997,1,BAL,AL,2,1,6,2,0,0,0,66,21,12,2,8,11,0.250,4.91,0,1,1,0,98,1,15,1,4,0 +rodriri02,1997,1,SFN,NL,4,3,71,0,0,0,1,196,65,23,7,21,32,0.264,3.17,4,0,1,0,271,15,24,3,0,6 +rogerke01,1997,1,NYA,AL,6,7,31,22,1,0,0,435,161,91,18,62,78,0.280,5.65,1,2,7,2,651,4,100,2,4,14 +rojasme01,1997,1,CHN,NL,0,4,54,0,0,0,13,177,54,29,11,30,61,0.244,4.42,1,2,5,0,259,38,30,2,1,3 +rojasme01,1997,2,NYN,NL,0,2,23,0,0,0,2,79,24,15,4,6,32,0.235,5.13,1,1,2,0,111,12,17,0,1,1 +rosadjo01,1997,1,KCA,AL,9,12,33,33,2,0,0,610,208,106,26,73,129,0.264,4.69,3,4,4,2,881,0,117,6,11,18 +rosebr01,1997,1,BOS,AL,0,0,1,1,0,0,0,9,5,4,0,2,3,0.357,12.00,0,0,0,0,16,0,4,0,0,0 +ruebema01,1997,1,PIT,NL,3,2,44,0,0,0,0,188,77,44,8,27,50,0.302,6.32,3,4,5,0,296,9,50,3,5,5 +rueteki01,1997,1,SFN,NL,13,6,32,32,0,0,0,572,194,73,17,51,115,0.264,3.45,8,3,1,0,802,0,83,10,6,19 +ruffcsc01,1997,1,PHI,NL,0,3,18,4,0,0,0,119,42,34,4,36,33,0.275,7.71,1,6,7,1,202,3,40,1,5,3 +ruffibr01,1997,1,COL,NL,0,2,23,0,0,0,7,66,18,13,3,18,31,0.220,5.32,0,2,0,0,102,15,15,2,0,1 +ruschgl01,1997,1,KCA,AL,6,9,30,27,1,0,0,511,206,104,28,52,116,0.301,5.50,0,0,7,1,758,0,111,8,7,17 +ryanke01,1997,1,PHI,NL,1,0,22,0,0,0,0,62,31,22,5,13,10,0.344,9.58,1,0,2,0,108,10,23,1,2,0 +saberbr01,1997,1,BOS,AL,0,1,6,6,0,0,0,78,30,19,5,10,14,0.288,6.58,0,1,2,0,120,0,20,1,3,1 +sageraj01,1997,1,DET,AL,3,4,38,1,0,0,3,252,81,39,10,24,53,0.258,4.18,6,0,1,0,350,8,43,5,6,9 +sandesc02,1997,1,SEA,AL,3,6,33,6,0,0,2,196,73,47,16,38,62,0.280,6.47,5,4,3,0,309,15,48,2,5,4 +sandesc02,1997,2,DET,AL,3,8,14,14,1,1,0,223,79,44,14,24,58,0.276,5.33,1,4,1,0,317,0,44,1,5,4 +santaju01,1997,1,TEX,AL,4,6,30,14,0,0,0,312,141,78,16,49,64,0.323,6.75,2,8,4,1,496,3,86,1,5,11 +santijo03,1997,1,KCA,AL,0,0,4,0,0,0,0,14,7,1,0,2,1,0.333,1.93,1,0,1,0,24,3,2,0,0,2 +saundto01,1997,1,FLO,NL,4,6,22,21,0,0,0,334,99,57,12,64,102,0.244,4.61,1,2,2,1,483,0,62,8,4,12 +schilcu01,1997,1,PHI,NL,17,11,35,35,7,2,0,763,208,84,25,58,319,0.224,2.97,3,5,5,1,1009,0,96,8,8,16 +schmija01,1997,1,PIT,NL,10,9,32,32,2,0,0,563,193,96,16,76,136,0.265,4.60,2,8,9,0,825,0,106,10,3,11 +schoupe01,1997,1,CIN,NL,5,8,18,17,0,0,0,254,78,51,18,38,59,0.241,5.42,0,2,4,0,371,0,59,4,1,5 +scottti01,1997,1,SDN,NL,1,1,14,0,0,0,0,55,25,16,2,5,14,0.321,7.85,0,0,3,0,87,2,17,0,1,2 +scottti01,1997,2,COL,NL,0,0,3,0,0,0,0,8,5,3,0,2,2,0.455,10.13,0,0,0,0,14,0,3,1,0,0 +seleaa01,1997,1,BOS,AL,13,12,33,33,1,0,0,532,196,106,25,80,122,0.279,5.38,4,7,15,0,810,0,115,5,7,9 +serafda01,1997,1,MIN,AL,2,1,6,4,1,0,0,79,27,10,1,11,15,0.273,3.42,0,1,0,0,111,1,11,1,0,4 +servisc01,1997,1,CIN,NL,0,0,4,0,0,0,0,16,11,7,1,1,3,0.458,11.81,0,2,0,0,26,2,7,1,0,1 +servisc01,1997,2,KCA,AL,0,3,12,0,0,0,0,51,17,9,1,5,19,0.274,4.76,0,0,0,0,69,1,9,1,1,3 +shawje01,1997,1,CIN,NL,4,2,78,0,0,0,42,284,79,25,7,12,74,0.227,2.38,3,1,1,0,367,62,26,3,3,11 +shueypa01,1997,1,CLE,AL,4,2,40,0,0,0,2,135,52,31,5,28,46,0.294,6.20,3,2,1,0,212,16,31,4,2,4 +silvajo01,1997,1,PIT,NL,2,1,11,4,0,0,0,109,52,24,4,16,30,0.347,5.94,3,0,1,1,174,0,26,4,3,0 +simasbi01,1997,1,CHA,AL,3,1,40,0,0,0,1,124,46,19,6,24,38,0.279,4.14,3,2,2,0,193,11,23,1,1,4 +sirotmi01,1997,1,CHA,AL,3,0,7,4,0,0,0,96,36,8,4,5,24,0.290,2.25,1,0,1,0,130,1,9,0,0,2 +slocuhe01,1997,1,BOS,AL,0,5,49,0,0,0,17,140,58,30,4,34,36,0.312,5.79,4,6,3,0,227,37,32,2,2,7 +slocuhe01,1997,2,SEA,AL,0,4,27,0,0,0,10,85,26,13,2,15,28,0.241,4.13,1,4,1,0,126,24,13,2,0,2 +smallaa01,1997,1,OAK,AL,9,5,71,0,0,0,4,290,109,46,6,40,57,0.294,4.28,6,4,3,0,425,22,50,5,6,16 +smilejo01,1997,1,CIN,NL,9,10,20,20,0,0,0,351,139,68,17,31,94,0.296,5.23,3,2,6,0,514,0,76,6,1,8 +smilejo01,1997,2,CLE,AL,2,4,6,6,0,0,0,112,45,23,9,10,26,0.304,5.54,0,3,1,0,160,0,23,0,1,6 +smithle02,1997,1,MON,NL,0,1,25,0,0,0,5,65,28,14,2,8,15,0.308,5.82,0,0,1,0,100,14,16,0,0,2 +smithpe02,1997,1,SDN,NL,7,6,37,15,0,0,1,354,120,63,16,52,68,0.267,4.81,2,0,1,3,511,7,66,7,2,11 +smoltjo01,1997,1,ATL,NL,15,12,35,35,7,2,0,768,234,86,21,63,241,0.242,3.02,9,10,1,1,1043,0,97,10,3,18 +sodowcl01,1997,1,PIT,NL,2,2,45,0,0,0,0,156,49,21,6,34,51,0.249,3.63,7,6,2,0,236,8,22,1,2,5 +spoljpa01,1997,1,TOR,AL,0,3,37,0,0,0,3,144,37,17,3,21,43,0.215,3.19,4,5,2,1,198,10,17,1,2,4 +spoljpa01,1997,2,SEA,AL,0,0,20,0,0,0,0,68,24,12,1,15,27,0.276,4.76,2,1,1,2,104,0,13,1,0,3 +spradje01,1997,1,PHI,NL,4,8,76,0,0,0,1,245,86,43,9,27,67,0.274,4.74,3,5,1,2,345,23,45,1,2,7 +sprinde01,1997,1,ANA,AL,9,9,32,28,3,1,0,584,199,112,32,73,75,0.267,5.18,0,7,10,0,846,0,118,4,13,11 +sprinru01,1997,1,HOU,NL,3,3,54,0,0,0,3,166,48,26,4,27,74,0.232,4.23,2,4,4,0,241,13,28,1,2,3 +staniro01,1997,1,FLO,NL,1,2,36,0,0,0,1,135,43,23,9,16,28,0.261,4.60,0,1,3,0,188,10,23,4,0,6 +stantmi02,1997,1,NYA,AL,6,1,64,0,0,0,3,200,50,19,3,34,70,0.205,2.57,2,3,3,2,283,15,19,2,0,5 +stephga01,1997,1,PHI,NL,8,6,20,18,2,0,0,351,104,41,11,38,81,0.244,3.15,0,1,3,0,474,0,45,2,5,6 +steveda01,1997,1,MIN,AL,1,3,6,6,0,0,0,69,41,23,8,17,16,0.383,9.00,0,1,0,2,124,0,23,0,0,1 +steveda01,1997,2,CHN,NL,0,2,10,0,0,0,0,28,13,10,0,9,13,0.333,9.64,0,0,1,1,50,0,11,0,1,0 +stottto01,1997,1,SLN,NL,12,9,28,28,0,0,0,543,155,78,16,65,160,0.231,3.88,3,6,12,0,761,0,86,8,5,9 +stullev01,1997,1,MON,NL,0,1,3,0,0,0,0,10,7,6,1,4,2,0.438,16.20,0,0,0,0,21,1,7,1,0,1 +sturtta01,1997,1,TEX,AL,1,1,9,5,0,0,0,98,45,30,6,18,18,0.338,8.27,0,1,0,1,155,1,30,0,4,4 +sullisc01,1997,1,CIN,NL,5,3,59,0,0,0,1,292,79,35,12,30,96,0.220,3.24,8,7,7,1,402,15,36,3,3,7 +suppaje01,1997,1,BOS,AL,7,3,23,22,0,0,0,337,140,71,12,36,67,0.305,5.69,1,5,4,0,503,1,75,0,4,15 +swartda01,1997,1,CHN,NL,0,1,2,2,0,0,0,24,12,8,1,7,4,0.364,9.00,0,0,1,0,42,0,8,0,1,0 +swiftbi02,1997,1,COL,NL,4,6,14,13,0,0,0,196,85,46,11,26,29,0.318,6.34,0,2,2,2,304,1,57,4,4,8 +swindgr01,1997,1,MIN,AL,7,4,65,1,0,0,1,347,102,46,12,25,75,0.238,3.58,3,0,2,0,460,12,46,2,3,9 +tabakje01,1997,1,CIN,NL,0,0,3,0,0,0,0,6,1,1,1,1,1,0.143,4.50,0,0,2,0,10,1,1,0,0,0 +tapanke01,1997,1,CHN,NL,9,3,13,13,1,1,0,255,77,32,7,23,55,0.242,3.39,2,0,2,2,352,0,33,7,2,2 +tatisra01,1997,1,CHN,NL,1,1,56,0,0,0,0,167,66,33,13,29,33,0.308,5.34,6,4,3,2,255,12,36,6,3,9 +tavarju01,1997,1,SFN,NL,6,4,89,0,0,0,0,265,91,38,6,34,38,0.277,3.87,5,4,4,0,378,13,43,3,8,18 +taylobi04,1997,1,OAK,AL,3,4,72,0,0,0,23,219,70,31,3,36,66,0.254,3.82,9,0,5,0,320,45,32,1,2,6 +telemam01,1997,1,CHN,NL,0,3,10,5,0,0,0,114,47,26,4,11,29,0.303,6.16,0,1,0,0,169,2,26,2,1,2 +telfoan01,1997,1,MON,NL,4,6,65,0,0,0,1,267,77,32,11,33,61,0.236,3.24,4,6,5,0,369,17,34,4,1,11 +telghda01,1997,1,OAK,AL,4,6,20,19,0,0,0,303,134,68,15,35,55,0.324,6.06,1,4,2,0,458,0,71,0,7,11 +tewksbo01,1997,1,MIN,AL,8,13,26,26,5,2,0,506,200,79,12,31,92,0.297,4.22,1,2,1,0,721,0,83,8,7,20 +thomala01,1997,1,CHA,AL,0,0,5,0,0,0,0,10,3,3,1,2,0,0.250,8.10,0,0,0,0,15,0,3,1,0,0 +thompju02,1997,1,DET,AL,15,11,32,32,4,0,0,670,188,75,20,66,151,0.233,3.02,1,4,2,0,891,0,82,5,10,24 +thompma01,1997,1,COL,NL,3,3,6,6,0,0,0,89,40,26,8,13,9,0.323,7.89,0,0,4,1,146,0,27,3,2,1 +thomsjo01,1997,1,COL,NL,7,9,27,27,2,1,0,499,193,87,15,51,106,0.296,4.71,0,2,5,0,721,0,94,10,3,25 +thurmmi01,1997,1,MON,NL,1,0,5,2,0,0,0,35,8,7,3,4,8,0.186,5.40,0,0,1,0,48,1,9,0,0,0 +timlimi01,1997,1,TOR,AL,3,2,38,0,0,0,9,141,41,15,6,15,36,0.243,2.87,4,1,1,1,190,26,17,4,1,3 +timlimi01,1997,2,SEA,AL,3,2,26,0,0,0,1,77,28,11,2,5,9,0.280,3.86,1,0,0,0,107,5,13,2,0,5 +tomkobr01,1997,1,CIN,NL,11,7,22,19,0,0,0,378,106,48,14,47,95,0.234,3.43,4,5,4,0,519,1,50,5,9,10 +torresa01,1997,1,SEA,AL,0,0,2,0,0,0,0,10,7,10,0,3,0,0.412,27.00,0,0,1,0,21,1,10,0,0,2 +torresa01,1997,2,MON,NL,0,0,12,0,0,0,0,67,25,18,2,12,11,0.284,7.25,0,3,2,0,106,3,19,3,1,0 +trachst01,1997,1,CHN,NL,8,12,34,34,0,0,0,604,225,101,32,69,160,0.287,4.51,6,4,5,1,878,0,110,8,11,21 +trlicri01,1997,1,BOS,AL,3,4,18,0,0,0,0,70,26,12,2,18,10,0.289,4.63,4,2,1,0,111,8,14,1,1,5 +trlicri01,1997,2,NYN,NL,0,0,9,0,0,0,0,27,10,8,2,5,4,0.303,8.00,0,2,0,0,39,4,9,1,0,3 +trombmi01,1997,1,MIN,AL,2,3,67,0,0,0,1,247,77,40,7,31,74,0.248,4.37,4,5,2,0,349,21,43,2,3,10 +urbinug01,1997,1,MON,NL,5,8,63,0,0,0,27,193,52,27,9,29,84,0.215,3.78,2,2,1,0,276,50,29,3,0,2 +valdeis01,1997,1,LAN,NL,10,11,30,30,0,0,0,590,171,58,16,47,140,0.234,2.65,1,3,3,2,795,0,68,11,3,14 +valdema01,1997,1,MON,NL,4,4,48,7,0,0,2,285,84,33,2,39,54,0.240,3.13,5,2,8,0,407,9,36,5,5,7 +valenfe01,1997,1,SDN,NL,2,8,13,13,1,0,0,199,84,35,10,32,51,0.309,4.75,0,2,4,0,313,0,42,3,2,1 +valenfe01,1997,2,SLN,NL,0,4,5,5,0,0,0,68,22,14,2,14,10,0.253,5.56,0,2,1,0,106,0,19,4,0,1 +vanlawi01,1997,1,SFN,NL,4,7,18,17,0,0,0,267,80,49,11,59,52,0.237,4.96,3,9,0,2,403,1,56,0,7,6 +verasda01,1997,1,SDN,NL,2,1,23,0,0,0,0,74,28,14,5,12,21,0.280,5.11,3,0,2,0,114,7,18,0,0,1 +veresda01,1997,1,MON,NL,2,3,53,0,0,0,1,186,68,24,5,27,47,0.278,3.48,3,7,2,0,281,11,28,6,1,4 +veresra01,1997,1,KCA,AL,4,0,24,0,0,0,1,106,36,13,4,7,28,0.273,3.31,1,4,3,0,152,7,17,5,5,1 +villoro01,1997,1,ML4,AL,1,0,50,0,0,0,0,158,54,20,4,36,40,0.271,3.42,2,3,1,0,238,15,23,2,0,7 +vosbeed01,1997,1,TEX,AL,1,2,42,0,0,0,0,123,44,21,3,15,29,0.277,4.61,6,1,2,0,180,16,23,1,3,3 +vosbeed01,1997,2,FLO,NL,1,1,17,0,0,0,1,36,15,5,0,6,8,0.313,3.75,0,1,3,1,59,6,7,1,1,1 +wadete01,1997,1,ATL,NL,2,3,12,9,0,0,0,126,60,25,6,16,35,0.349,5.36,1,1,2,0,197,1,31,2,5,4 +wagnebi02,1997,1,HOU,NL,7,8,62,0,0,0,23,199,49,21,5,30,106,0.204,2.85,1,3,3,0,277,49,23,3,1,3 +wagnepa01,1997,1,PIT,NL,0,0,14,0,0,0,0,48,17,7,3,13,9,0.279,3.94,3,3,0,2,79,2,7,3,1,0 +wagnepa01,1997,2,ML4,AL,1,0,2,0,0,0,0,6,3,2,1,0,0,0.375,9.00,0,0,0,0,8,1,2,0,0,1 +wainhda01,1997,1,PIT,NL,0,1,25,0,0,0,0,84,34,25,2,17,21,0.301,8.04,0,1,3,1,137,6,28,3,1,1 +wakefti01,1997,1,BOS,AL,12,15,35,29,4,2,0,604,193,95,24,87,151,0.256,4.25,5,6,16,0,866,2,109,3,7,15 +walkeja01,1997,1,KCA,AL,3,3,50,0,0,0,0,129,46,26,6,20,24,0.271,5.44,3,2,3,0,197,15,28,2,2,3 +wallaje01,1997,1,PIT,NL,0,0,11,0,0,0,0,36,8,1,0,8,14,0.200,0.75,1,1,0,0,50,1,2,1,1,1 +walldo01,1997,1,HOU,NL,2,5,8,8,0,0,0,125,53,29,8,16,25,0.317,6.26,0,2,2,1,186,0,31,0,0,5 +wasdijo01,1997,1,BOS,AL,4,6,53,7,0,0,0,374,121,61,18,38,84,0.251,4.40,4,4,3,0,534,10,68,4,7,3 +watsoal01,1997,1,ANA,AL,12,12,35,34,0,0,0,597,220,109,37,73,141,0.279,4.93,0,8,8,2,880,0,121,5,6,8 +weathda01,1997,1,NYA,AL,0,1,10,0,0,0,0,27,15,10,1,7,4,0.375,10.00,0,2,0,0,47,3,10,0,0,1 +weathda01,1997,2,CLE,AL,1,2,9,1,0,0,0,50,23,14,2,8,14,0.343,7.56,0,1,1,0,79,2,14,2,1,1 +wellsbo01,1997,1,SEA,AL,2,0,46,1,0,0,2,202,88,43,11,18,51,0.314,5.75,1,1,3,0,304,19,49,1,2,3 +wellsda01,1997,1,NYA,AL,16,10,32,32,5,2,0,654,239,102,24,45,156,0.278,4.21,0,8,6,0,922,0,109,7,3,13 +wendetu01,1997,1,CHN,NL,3,5,52,0,0,0,4,180,53,28,4,39,54,0.238,4.20,5,4,1,0,269,18,32,3,3,5 +wendetu01,1997,2,NYN,NL,0,0,13,0,0,0,1,49,15,9,3,14,10,0.250,4.96,1,0,1,0,76,3,10,1,0,4 +wengedo01,1997,1,OAK,AL,5,11,49,12,1,0,2,402,177,90,21,41,68,0.321,6.04,4,2,8,0,612,16,96,5,7,15 +wettejo01,1997,1,TEX,AL,7,2,61,0,0,0,31,195,43,14,5,21,63,0.182,1.94,3,1,0,0,259,58,18,1,1,1 +whisema01,1997,1,FLO,NL,0,0,4,0,0,0,0,8,4,5,0,6,4,0.333,16.88,0,0,0,0,19,2,6,1,0,0 +whisema01,1997,2,KCA,AL,1,0,24,0,0,0,0,57,15,6,0,12,16,0.211,2.84,0,3,3,0,86,3,7,0,0,2 +whitega01,1997,1,CIN,NL,2,2,12,6,0,0,1,123,39,20,6,8,25,0.253,4.39,1,0,1,0,168,2,20,3,2,3 +whitema02,1997,1,TEX,AL,4,1,42,1,0,0,0,218,85,41,4,26,44,0.296,5.08,3,3,3,2,323,8,45,2,5,7 +wickmbo01,1997,1,ML4,AL,7,6,74,0,0,0,1,287,89,29,8,41,78,0.252,2.73,7,8,3,0,405,20,32,6,2,13 +wilkima01,1997,1,PIT,NL,9,5,70,0,0,0,2,227,65,31,7,33,47,0.242,3.69,2,5,4,0,310,21,33,4,0,12 +willibr01,1997,1,BAL,AL,0,0,13,0,0,0,0,72,20,8,0,18,14,0.220,3.00,0,1,0,0,110,8,8,0,1,1 +willimi02,1997,1,KCA,AL,0,1,7,0,0,0,0,20,11,8,2,7,10,0.367,10.80,1,2,0,0,38,4,8,0,1,0 +willimi03,1997,1,KCA,AL,0,2,10,0,0,0,1,42,20,10,1,8,10,0.333,6.43,1,0,1,0,70,4,11,0,1,1 +willish01,1997,1,ANA,AL,0,0,1,0,0,0,0,3,1,0,0,1,0,0.250,0.00,0,0,0,0,5,1,0,0,0,0 +williwo02,1997,1,TOR,AL,9,14,31,31,0,0,0,584,201,94,31,66,124,0.269,4.35,3,7,5,0,833,0,98,6,8,9 +winchsc01,1997,1,CIN,NL,0,0,5,0,0,0,0,18,9,4,1,2,3,0.360,6.00,0,0,1,0,30,4,5,2,0,1 +winstda01,1997,1,PHI,NL,2,0,7,1,0,0,0,36,8,7,4,3,8,0.178,5.25,1,0,2,0,50,1,8,0,0,0 +witasja01,1997,1,OAK,AL,0,0,8,0,0,0,0,33,14,7,2,6,8,0.304,5.73,0,0,0,0,53,1,7,1,0,1 +wittbo01,1997,1,TEX,AL,12,12,34,32,3,0,0,627,245,112,33,74,121,0.294,4.82,4,7,2,0,919,1,118,3,7,17 +wohlema01,1997,1,ATL,NL,5,7,71,0,0,0,33,208,57,27,4,38,92,0.224,3.50,0,6,0,0,300,55,29,4,4,2 +wojcist01,1997,1,OAK,AL,0,2,2,2,0,0,0,31,17,9,2,1,5,0.386,7.84,0,0,0,0,46,0,9,1,0,0 +wolcobo01,1997,1,SEA,AL,5,6,19,18,0,0,0,300,129,67,22,29,58,0.314,6.03,2,0,5,0,451,0,71,4,2,7 +woodast01,1997,1,ML4,AL,3,3,7,7,0,0,0,110,39,21,5,6,32,0.269,5.15,0,0,2,0,153,0,25,0,0,1 +worreti01,1997,1,SDN,NL,4,8,60,10,0,0,3,319,116,61,14,50,81,0.280,5.16,2,2,7,1,483,14,67,6,6,6 +worreto01,1997,1,LAN,NL,2,6,65,0,0,0,35,179,60,35,12,23,61,0.250,5.28,1,1,0,0,265,55,38,2,0,2 +wrighja01,1997,1,COL,NL,8,12,26,26,1,0,0,449,198,104,19,71,59,0.327,6.25,3,6,11,2,698,0,113,8,3,18 +wrighja02,1997,1,CLE,AL,8,3,16,16,0,0,0,271,81,44,9,35,63,0.238,4.38,0,1,5,0,388,0,45,3,4,5 +yanes01,1997,1,BAL,AL,0,1,3,2,0,0,0,29,20,17,3,7,4,0.417,15.83,0,1,2,0,58,0,18,0,1,0 +abbotji01,1998,1,CHA,AL,5,0,5,5,0,0,0,95,35,16,2,12,14,0.292,4.55,0,0,1,0,134,0,16,0,1,7 +abbotpa01,1998,1,SEA,AL,3,1,4,4,0,0,0,74,24,11,2,10,22,0.255,4.01,0,3,0,0,105,0,11,0,1,3 +aceveju01,1998,1,SLN,NL,8,3,50,9,0,0,15,295,83,28,7,29,56,0.236,2.56,2,3,4,0,394,29,30,8,1,9 +adamsjo02,1998,1,ARI,NL,0,3,5,5,0,0,0,69,25,21,5,11,14,0.284,8.22,0,0,3,0,104,0,21,1,1,2 +adamste01,1998,1,CHN,NL,7,7,63,0,0,0,1,218,72,35,7,41,73,0.255,4.33,3,4,1,3,330,15,39,3,3,3 +aguilri01,1998,1,MIN,AL,4,9,68,0,0,0,38,223,75,35,8,15,57,0.262,4.24,1,1,1,0,307,64,35,3,2,7 +aldresc01,1998,1,TBA,AL,0,0,48,0,0,0,0,94,33,13,1,12,21,0.280,3.73,3,2,2,0,135,8,13,3,0,7 +alfonan01,1998,1,FLO,NL,4,6,58,0,0,0,8,212,75,32,10,33,46,0.281,4.08,9,1,3,0,316,27,36,7,6,6 +almanca01,1998,1,TOR,AL,2,2,25,0,0,0,0,86,34,17,4,8,20,0.286,5.34,2,0,1,0,129,8,18,1,0,2 +alvarwi01,1998,1,TBA,AL,6,14,25,25,0,0,0,428,130,75,18,68,107,0.239,4.73,0,4,9,0,624,0,78,1,2,9 +anderbr02,1998,1,ARI,NL,12,13,32,32,2,1,0,624,221,100,39,24,95,0.274,4.33,2,3,4,6,845,0,109,8,3,15 +anderma01,1998,1,DET,AL,5,1,42,0,0,0,0,132,38,16,3,31,44,0.250,3.27,4,2,2,0,194,10,16,6,3,6 +andujlu01,1998,1,TOR,AL,0,0,5,0,0,0,0,17,12,6,0,2,1,0.429,9.53,0,1,0,0,30,3,6,0,0,0 +appieke01,1998,1,KCA,AL,1,2,3,3,0,0,0,45,21,13,3,5,9,0.339,7.80,1,1,1,0,69,0,13,0,1,2 +arrojro01,1998,1,TBA,AL,14,12,32,32,2,2,0,606,195,80,21,65,152,0.256,3.56,2,3,19,1,853,0,84,5,3,21 +ashbyan01,1998,1,SDN,NL,17,9,33,33,5,1,0,680,223,84,23,58,151,0.259,3.34,8,7,7,0,939,0,90,8,5,25 +assenpa01,1998,1,CLE,AL,2,5,69,0,0,0,3,141,54,17,5,19,43,0.286,3.26,6,0,1,0,213,17,22,2,2,3 +astacpe01,1998,1,COL,NL,13,14,35,34,0,0,0,628,245,145,39,74,170,0.294,6.23,0,2,17,0,938,0,160,12,3,22 +averyst01,1998,1,BOS,AL,10,7,34,23,0,0,0,371,128,69,14,64,57,0.269,5.02,0,7,4,0,546,4,74,3,0,17 +ayalabo01,1998,1,SEA,AL,1,10,62,0,0,0,8,226,100,61,9,26,68,0.323,7.29,4,4,1,0,351,36,66,8,6,4 +aybarma01,1998,1,SLN,NL,6,6,20,14,0,0,0,244,90,54,6,42,57,0.281,5.98,1,2,2,0,369,1,58,4,1,7 +baileco01,1998,1,SFN,NL,0,0,5,0,0,0,0,10,2,1,1,1,2,0.167,2.70,0,0,0,0,13,1,1,0,0,0 +bailesc01,1998,1,TEX,AL,1,0,46,0,0,0,0,121,61,29,5,11,30,0.351,6.47,0,3,0,0,187,13,33,0,2,6 +baldwja01,1998,1,CHA,AL,13,6,37,24,1,0,0,477,176,94,18,60,108,0.278,5.32,2,5,10,1,712,3,103,3,5,13 +bankswi01,1998,1,NYA,AL,1,1,9,0,0,0,0,43,20,16,4,12,8,0.323,10.05,2,1,1,0,77,5,16,2,0,1 +bankswi01,1998,2,ARI,NL,1,2,33,0,0,0,1,131,34,15,2,25,32,0.217,3.09,2,4,1,1,188,8,21,4,1,3 +baptitr01,1998,1,MIN,AL,0,1,13,0,0,0,0,81,34,17,5,11,11,0.321,5.67,1,0,0,0,123,4,18,0,6,2 +barbebr02,1998,1,KCA,AL,2,4,8,8,0,0,0,126,45,28,5,13,24,0.276,6.00,1,4,1,0,180,0,28,0,3,4 +barklbr01,1998,1,BOS,AL,0,0,6,0,0,0,0,33,16,12,2,9,2,0.340,9.82,1,1,1,0,59,1,13,0,2,1 +barrima01,1998,1,FLO,NL,0,0,2,0,0,0,0,8,4,1,1,2,1,0.364,3.38,0,0,0,0,13,0,1,0,0,1 +barrima01,1998,2,LAN,NL,0,0,1,0,0,0,0,3,0,0,0,2,0,0.000,0.00,0,0,0,0,4,1,0,0,0,1 +batismi01,1998,1,MON,NL,3,5,56,13,0,0,0,405,141,57,12,65,92,0.274,3.80,7,6,6,1,598,12,66,7,5,13 +beckro01,1998,1,CHN,NL,3,4,81,0,0,0,51,241,86,27,11,20,81,0.269,3.02,4,2,2,0,349,70,33,2,5,3 +beechma01,1998,1,PHI,NL,3,9,21,21,0,0,0,351,126,67,19,63,113,0.275,5.15,2,8,4,0,531,0,78,4,2,12 +belchti01,1998,1,KCA,AL,14,14,34,34,2,0,0,702,247,111,37,73,130,0.272,4.27,0,6,7,1,1003,0,127,5,9,20 +belinst01,1998,1,CIN,NL,4,8,40,0,0,0,1,184,46,22,7,28,57,0.212,3.23,6,3,1,0,254,24,23,7,1,4 +beltrri01,1998,1,NYN,NL,0,0,7,0,0,0,0,24,6,3,1,4,5,0.214,3.38,0,0,0,0,33,0,3,0,1,0 +benesan01,1998,1,ARI,NL,14,13,34,34,1,0,0,694,221,102,25,74,164,0.251,3.97,3,9,6,1,979,0,111,11,8,9 +benitar01,1998,1,BAL,AL,5,6,71,0,0,0,22,205,48,29,10,39,87,0.199,3.82,2,0,4,0,289,54,29,3,2,4 +bennejo02,1998,1,BAL,AL,0,0,2,0,0,0,0,6,2,1,0,3,0,0.250,4.50,0,0,0,0,11,2,1,0,0,0 +bennesh01,1998,1,MON,NL,5,5,62,0,0,0,1,275,97,56,8,45,59,0.276,5.50,3,3,6,1,417,11,61,9,6,3 +bereja01,1998,1,CHA,AL,3,7,18,15,0,0,0,251,98,60,14,58,53,0.293,6.45,0,7,2,0,404,0,71,4,5,5 +bereja01,1998,2,CIN,NL,3,2,9,7,0,0,0,131,39,20,3,20,31,0.242,4.12,0,1,1,0,184,2,20,0,2,1 +bergmse01,1998,1,HOU,NL,12,9,31,27,1,0,0,516,183,71,20,42,100,0.268,3.72,3,8,5,1,733,1,81,3,1,15 +bevilbr01,1998,1,KCA,AL,3,1,39,0,0,0,0,120,47,28,4,22,47,0.283,6.30,1,6,3,0,194,10,29,1,2,0 +blairwi01,1998,1,ARI,NL,4,15,23,23,0,0,0,440,165,87,27,51,71,0.292,5.34,2,5,3,0,634,0,91,11,3,17 +blairwi01,1998,2,NYN,NL,1,1,11,2,0,0,0,86,23,10,4,10,21,0.228,3.14,0,1,1,0,116,2,10,3,1,2 +bochtdo01,1998,1,DET,AL,0,2,51,0,0,0,0,202,73,46,17,42,45,0.279,6.15,6,6,3,0,312,11,48,2,3,5 +boehrbr01,1998,1,SDN,NL,5,2,56,1,0,0,0,229,75,37,10,45,67,0.257,4.36,4,1,4,0,347,18,38,5,1,7 +bohanbr01,1998,1,NYN,NL,2,4,25,4,0,0,0,163,47,19,4,21,39,0.234,3.15,2,1,6,0,230,4,21,2,0,3 +bohanbr01,1998,2,LAN,NL,5,7,14,14,2,0,0,292,74,26,9,36,72,0.213,2.40,0,2,5,0,396,0,35,5,2,15 +bonesri01,1998,1,KCA,AL,2,2,32,0,0,0,1,160,49,18,4,24,38,0.244,3.04,5,2,1,0,231,12,18,5,0,5 +borlato02,1998,1,PHI,NL,0,0,6,0,0,0,0,27,8,5,1,5,9,0.242,5.00,0,2,0,0,39,3,5,1,0,1 +borowjo01,1998,1,NYA,AL,1,0,8,0,0,0,0,29,11,7,0,4,7,0.289,6.52,0,0,0,0,42,6,7,0,0,2 +boskish01,1998,1,MON,NL,1,3,5,5,0,0,0,53,34,18,5,4,10,0.415,9.17,1,0,2,0,90,0,21,1,1,2 +bottari01,1998,1,PHI,NL,1,5,39,0,0,0,6,130,54,31,7,25,27,0.305,6.44,5,2,1,0,206,28,31,1,2,4 +botteke01,1998,1,SLN,NL,4,6,44,17,0,0,4,401,128,66,13,57,98,0.254,4.44,3,3,4,2,578,11,72,11,3,10 +bradfch01,1998,1,CHA,AL,2,1,29,0,0,0,1,92,27,11,0,7,11,0.229,3.23,0,1,0,1,125,8,16,0,0,3 +bradlry01,1998,1,NYA,AL,2,1,5,1,0,0,0,38,12,8,2,9,13,0.250,5.68,0,0,1,0,59,1,9,0,1,1 +brantje01,1998,1,SLN,NL,0,5,48,0,0,0,14,152,40,25,12,18,48,0.220,4.44,3,1,1,0,209,33,26,5,3,5 +brewebi01,1998,1,PHI,NL,0,1,2,0,0,0,0,1,3,4,0,2,0,0.750,108.00,0,0,0,0,6,0,4,0,0,0 +brocado01,1998,1,DET,AL,5,2,60,0,0,0,0,188,47,19,2,18,55,0.211,2.73,3,6,1,0,247,24,23,2,3,4 +brockch01,1998,1,SFN,NL,0,0,13,0,0,0,0,83,31,12,3,7,19,0.279,3.90,1,0,0,0,120,4,13,2,0,3 +brownke01,1998,1,SDN,NL,18,7,36,35,7,3,0,771,225,68,8,49,257,0.235,2.38,4,10,10,0,1032,0,77,13,3,18 +brownma04,1998,1,COL,NL,1,0,2,2,1,1,0,40,16,7,2,2,8,0.296,4.73,0,0,1,0,57,0,7,0,0,1 +browsc01,1998,1,ARI,NL,1,0,17,0,0,0,0,64,22,17,2,14,13,0.272,7.17,2,0,0,0,98,5,17,2,1,2 +brunswi01,1998,1,LAN,NL,0,1,2,0,0,0,0,7,3,3,0,2,1,0.333,11.57,0,0,0,0,11,1,3,0,0,1 +brunswi01,1998,2,DET,AL,0,0,8,0,0,0,0,9,2,0,0,1,1,0.200,0.00,0,1,0,0,11,1,0,0,0,1 +bruskji01,1998,1,LAN,NL,3,0,35,0,0,0,1,132,47,17,2,19,31,0.272,3.48,1,3,3,0,195,10,18,0,0,4 +bruskji01,1998,2,SDN,NL,0,0,4,0,0,0,0,21,10,3,1,4,4,0.333,3.86,2,0,0,0,34,1,4,0,0,1 +bruskji01,1998,3,NYA,AL,1,0,3,1,0,0,0,27,9,3,2,1,3,0.257,3.00,0,0,0,0,36,0,3,0,0,0 +buddimi01,1998,1,NYA,AL,4,1,24,2,0,0,0,125,46,26,5,13,20,0.286,5.62,1,2,3,1,180,8,29,1,1,5 +bulliji01,1998,1,SEA,AL,0,1,2,1,0,0,0,17,13,10,3,2,4,0.433,15.88,0,0,0,0,33,0,10,0,1,0 +bulliki01,1998,1,MON,NL,1,0,8,0,0,0,0,21,14,7,1,0,2,0.400,9.00,0,0,0,1,35,1,8,0,0,0 +burbada01,1998,1,CLE,AL,15,10,32,31,0,0,0,611,210,93,30,69,132,0.269,4.11,4,6,7,0,870,0,100,3,10,22 +burkejo03,1998,1,TEX,AL,9,13,32,32,0,0,0,585,230,123,19,46,131,0.292,5.68,1,3,8,0,854,0,131,7,5,17 +busbymi01,1998,1,SLN,NL,5,2,26,2,0,0,0,138,45,23,3,15,33,0.256,4.50,0,3,5,0,202,7,23,3,2,2 +butlead01,1998,1,ATL,NL,0,1,8,0,0,0,0,15,5,6,1,6,7,0.278,10.80,1,1,1,0,28,1,7,2,1,0 +byrdati01,1998,1,KCA,AL,0,0,3,0,0,0,0,5,5,1,1,0,1,0.556,5.40,0,0,0,0,9,0,1,0,0,1 +byrdpa01,1998,1,ATL,NL,0,0,1,0,0,0,0,6,4,3,0,1,1,0.400,13.50,0,0,0,0,11,0,3,0,0,0 +byrdpa01,1998,2,PHI,NL,5,2,8,8,2,1,0,165,41,14,6,17,38,0.204,2.29,1,2,0,0,222,0,16,2,1,3 +cabrejo01,1998,1,HOU,NL,0,0,3,0,0,0,0,13,7,4,0,1,1,0.389,8.31,1,0,0,0,19,1,4,0,0,1 +cadargr01,1998,1,ANA,AL,1,2,39,0,0,0,1,111,38,17,6,15,37,0.257,4.14,0,5,3,0,167,11,17,1,0,3 +cadargr01,1998,2,TEX,AL,0,0,11,0,0,0,0,23,11,4,1,3,5,0.355,4.70,0,3,0,0,36,3,4,1,1,0 +candito01,1998,1,OAK,AL,11,16,33,33,3,0,0,603,222,108,30,63,98,0.281,4.84,2,14,9,0,878,0,124,7,8,18 +carlsda01,1998,1,TBA,AL,0,0,10,0,0,0,0,53,25,15,3,8,16,0.347,7.64,0,0,3,0,86,1,15,2,1,1 +carpech01,1998,1,TOR,AL,12,7,33,24,1,1,0,525,177,85,18,61,136,0.265,4.37,1,5,5,0,742,4,97,4,5,18 +carrahe01,1998,1,MIN,AL,4,2,63,0,0,0,1,185,75,30,4,31,46,0.304,4.38,1,8,1,0,287,20,30,0,8,5 +casiala01,1998,1,CHA,AL,0,0,4,0,0,0,0,12,8,5,0,1,6,0.400,11.25,0,0,2,0,23,3,5,0,0,0 +castica02,1998,1,CHA,AL,6,4,54,2,0,0,0,301,94,57,17,35,64,0.246,5.11,1,4,5,3,431,11,61,2,7,5 +castifr01,1998,1,DET,AL,3,9,27,19,0,0,1,348,150,88,17,44,81,0.316,6.83,0,0,5,0,531,4,91,2,6,9 +castito02,1998,1,CHA,AL,1,2,25,0,0,0,0,81,38,24,7,11,14,0.328,8.00,0,0,2,0,129,4,25,0,0,5 +cathemi01,1998,1,ATL,NL,2,2,36,0,0,0,0,124,39,18,7,12,33,0.255,3.92,1,0,2,0,173,11,21,4,2,3 +charlno01,1998,1,BAL,AL,2,1,36,0,0,0,0,105,46,27,5,25,41,0.305,6.94,0,5,0,0,178,11,27,1,1,0 +charlno01,1998,2,ATL,NL,0,0,13,0,0,0,1,39,7,2,0,8,6,0.167,1.38,0,2,1,0,53,8,2,1,1,2 +checoro01,1998,1,BOS,AL,0,2,2,2,0,0,0,23,11,8,3,5,5,0.379,9.39,0,1,0,0,34,0,8,0,0,1 +chenbr01,1998,1,ATL,NL,2,0,4,4,0,0,0,61,23,9,3,9,17,0.288,3.98,1,0,1,0,91,0,9,1,0,2 +choji01,1998,1,BOS,AL,0,3,4,4,0,0,0,56,28,17,4,3,15,0.341,8.20,0,1,1,0,87,0,17,0,1,0 +chouibo01,1998,1,MIL,NL,0,0,1,0,0,0,0,9,5,1,0,0,1,0.455,3.00,0,0,0,0,12,0,1,0,1,0 +chouibo01,1998,2,ARI,NL,0,2,26,2,0,0,0,115,41,18,5,11,26,0.268,4.23,2,5,0,0,169,9,23,4,1,2 +chrisja01,1998,1,PIT,NL,3,3,60,0,0,0,6,194,51,18,2,27,71,0.216,2.51,7,3,0,0,269,19,22,5,1,4 +clarkma01,1998,1,CHN,NL,9,14,33,33,2,1,0,641,236,115,23,48,161,0.278,4.84,4,5,4,2,918,0,116,12,6,5 +clemema01,1998,1,SDN,NL,2,0,4,2,0,0,0,41,15,7,0,7,13,0.283,4.61,1,2,0,0,62,0,8,2,0,2 +clemero02,1998,1,TOR,AL,20,6,33,33,5,3,0,704,169,69,11,88,271,0.198,2.65,0,6,7,0,961,0,78,8,2,9 +clontbr01,1998,1,LAN,NL,2,0,18,0,0,0,0,62,15,13,3,10,14,0.200,5.66,4,0,2,0,87,6,13,0,0,0 +clontbr01,1998,2,NYN,NL,0,0,2,0,0,0,0,9,4,3,1,2,2,0.333,9.00,0,0,0,0,14,0,3,0,0,1 +cloudke01,1998,1,SEA,AL,8,10,30,30,0,0,0,466,187,110,29,80,114,0.297,6.37,4,2,3,1,722,0,116,4,4,10 +colonba01,1998,1,CLE,AL,14,9,31,31,6,2,0,612,205,84,15,79,158,0.260,3.71,5,4,3,0,883,0,91,10,2,17 +coneda01,1998,1,NYA,AL,20,7,31,31,3,0,0,623,186,82,20,59,209,0.237,3.55,1,6,15,0,866,0,89,4,4,9 +connest01,1998,1,OAK,AL,0,0,3,0,0,0,0,14,10,1,0,4,1,0.435,1.93,0,0,1,0,28,1,1,0,0,1 +cookde01,1998,1,NYN,NL,8,4,73,0,0,0,1,204,60,18,5,27,79,0.240,2.38,4,1,3,1,286,18,21,3,3,4 +cookest01,1998,1,CIN,NL,1,0,1,1,0,0,0,18,4,1,0,0,3,0.182,1.50,0,0,1,0,23,0,1,0,0,1 +coppiro01,1998,1,BAL,AL,0,0,6,1,0,0,0,47,16,9,3,7,13,0.246,5.17,1,0,0,0,72,3,9,0,0,0 +cordofr01,1998,1,PIT,NL,13,14,33,33,3,2,0,661,204,81,22,69,157,0.245,3.31,5,1,3,1,921,0,91,9,6,17 +coreybr01,1998,1,ARI,NL,0,0,3,0,0,0,0,12,6,4,1,2,1,0.375,9.00,0,0,1,0,20,2,4,1,0,0 +corsiji01,1998,1,BOS,AL,3,2,59,0,0,0,0,198,58,19,6,23,49,0.235,2.59,2,3,1,0,274,9,23,2,1,10 +crabtti01,1998,1,TEX,AL,6,1,64,0,0,0,0,256,86,34,3,35,60,0.264,3.59,2,6,3,0,371,14,40,1,6,11 +crousri01,1998,1,SLN,NL,0,3,41,0,0,0,8,163,44,30,6,29,47,0.213,4.97,2,6,4,0,243,15,31,2,1,1 +crowde01,1998,1,DET,AL,2,2,32,0,0,0,0,137,55,20,6,16,18,0.313,3.94,6,0,2,0,197,15,22,2,1,10 +cunnawi01,1998,1,SDN,NL,0,0,3,0,0,0,0,9,4,2,1,1,1,0.308,6.00,1,0,0,0,14,1,2,0,0,0 +daalom01,1998,1,ARI,NL,8,12,33,23,3,1,0,488,146,52,12,51,132,0.245,2.88,3,0,3,1,664,4,60,9,6,14 +darenvi01,1998,1,FLO,NL,0,7,59,0,0,0,1,213,52,29,5,30,74,0.207,3.68,6,4,0,0,287,10,29,3,3,2 +darwida01,1998,1,SFN,NL,8,10,33,25,0,0,0,446,176,91,23,49,81,0.297,5.51,4,4,3,0,660,2,97,12,3,12 +deharri01,1998,1,MON,NL,0,0,26,0,0,0,1,84,34,15,3,13,14,0.291,4.82,1,1,0,1,134,6,22,3,1,0 +dejeami01,1998,1,COL,NL,3,1,59,1,0,0,2,223,78,25,4,24,27,0.285,3.03,1,3,1,0,307,9,29,4,4,11 +delosva01,1998,1,MIL,NL,0,0,13,0,0,0,0,65,11,7,4,2,18,0.151,2.91,0,1,0,0,75,3,7,0,0,2 +delucri01,1998,1,ANA,AL,2,6,61,0,0,0,3,215,56,34,10,46,73,0.221,4.27,5,8,3,1,314,18,36,5,7,4 +dempsry01,1998,1,FLO,NL,1,5,14,11,0,0,0,164,72,43,6,38,35,0.336,7.08,1,5,9,0,272,1,47,5,6,9 +desseel01,1998,1,PIT,NL,2,6,43,5,0,0,0,224,90,47,10,25,43,0.300,5.67,2,1,0,0,332,8,50,4,3,8 +dicksja01,1998,1,ANA,AL,10,10,27,18,0,0,0,366,147,82,17,41,61,0.303,6.05,1,6,6,0,545,5,89,4,9,11 +dipotje01,1998,1,COL,NL,3,4,68,0,0,0,19,214,61,28,8,25,49,0.232,3.53,3,7,3,0,295,51,31,2,2,6 +doddro01,1998,1,PHI,NL,1,0,4,0,0,0,0,15,7,4,1,1,4,0.333,7.20,0,1,1,1,25,3,6,0,2,0 +doughji01,1998,1,OAK,AL,0,2,9,0,0,0,0,36,17,11,2,7,3,0.340,8.25,0,0,1,0,59,4,11,1,0,2 +drabedo01,1998,1,BAL,AL,6,11,23,21,1,0,0,326,138,88,20,29,55,0.312,7.29,2,1,5,0,484,1,90,0,7,9 +dreifda01,1998,1,LAN,NL,8,12,32,26,1,1,0,540,171,80,12,57,168,0.256,4.00,2,9,10,0,752,0,84,11,6,21 +duranro01,1998,1,DET,AL,0,1,18,0,0,0,0,46,9,10,0,17,12,0.170,5.87,0,2,2,0,74,5,10,2,0,0 +duvalmi01,1998,1,TBA,AL,0,0,3,0,0,0,0,12,4,3,0,2,1,0.267,6.75,0,0,0,0,17,0,3,0,0,1 +dykhora01,1998,1,BAL,AL,0,0,1,0,0,0,0,3,2,2,0,1,1,0.400,18.00,0,0,0,0,6,1,2,0,0,0 +eckerde01,1998,1,BOS,AL,4,1,50,0,0,0,1,119,46,21,6,8,22,0.291,4.76,3,0,2,0,171,13,21,2,1,4 +edmonbr01,1998,1,ATL,NL,0,1,10,0,0,0,0,50,14,8,2,8,8,0.215,4.32,1,4,0,0,73,3,10,0,0,0 +edmonbr01,1998,2,FLO,NL,4,3,43,0,0,0,0,178,62,25,8,29,32,0.281,3.79,4,1,3,0,261,10,28,5,3,9 +eilanda01,1998,1,TBA,AL,0,1,1,1,0,0,0,8,6,6,0,3,1,0.429,20.25,0,0,0,0,17,0,6,0,0,0 +elartsc01,1998,1,HOU,NL,2,1,28,2,0,0,2,171,40,21,5,20,56,0.196,3.32,0,1,1,0,227,7,21,1,1,2 +eldreca01,1998,1,MIL,NL,4,8,23,23,0,0,0,399,157,71,14,61,86,0.297,4.80,3,6,4,0,602,0,82,5,3,13 +embreal01,1998,1,ATL,NL,1,0,20,0,0,0,0,56,23,9,2,10,19,0.307,4.34,0,0,0,0,87,5,14,1,1,2 +embreal01,1998,2,ARI,NL,3,2,35,0,0,0,1,105,33,16,5,13,24,0.248,4.11,0,3,1,0,150,11,18,3,0,0 +erdosto01,1998,1,NYA,AL,0,0,2,0,0,0,0,6,5,2,0,1,0,0.500,9.00,1,0,0,0,11,1,2,0,0,0 +ericksc01,1998,1,BAL,AL,16,13,36,36,11,2,0,754,284,112,23,69,186,0.281,4.01,4,4,13,0,1102,0,125,7,2,23 +escobke01,1998,1,TOR,AL,7,3,22,10,0,0,0,239,72,33,5,35,72,0.238,3.73,0,0,0,0,342,2,37,0,3,4 +estessh01,1998,1,SFN,NL,7,12,25,25,1,1,0,448,150,84,14,80,136,0.269,5.06,6,6,5,1,661,0,89,15,4,22 +evansba02,1998,1,KCA,AL,0,0,8,0,0,0,0,27,7,2,1,0,7,0.206,2.00,0,0,0,0,34,3,3,0,0,0 +eversbr01,1998,1,SLN,NL,0,0,8,0,0,0,0,18,9,6,1,2,4,0.346,9.00,0,0,1,0,31,2,7,0,2,0 +eyresc01,1998,1,CHA,AL,3,8,33,17,0,0,0,321,114,64,24,64,73,0.271,5.38,0,7,2,0,491,10,78,2,3,11 +fasseje01,1998,1,SEA,AL,13,12,32,32,7,0,0,674,223,99,33,66,176,0.259,3.97,2,12,10,0,954,0,115,8,8,15 +fettemi01,1998,1,OAK,AL,1,6,48,0,0,0,5,142,48,21,3,21,34,0.258,3.99,2,3,1,0,214,22,26,4,2,2 +fettemi01,1998,2,ANA,AL,1,2,12,0,0,0,0,34,14,7,2,4,9,0.304,5.56,0,3,0,0,50,6,8,0,0,0 +finlech01,1998,1,ANA,AL,11,9,34,34,1,1,0,670,210,84,20,109,212,0.246,3.39,1,8,6,0,976,0,97,3,5,20 +floribr01,1998,1,DET,AL,8,9,42,16,0,0,0,399,141,71,16,59,97,0.275,4.80,6,9,4,0,580,6,80,3,2,17 +fontejo01,1998,1,FLO,NL,0,7,8,8,0,0,0,128,56,30,5,20,24,0.320,6.33,1,6,5,0,204,0,34,3,1,6 +fordbe01,1998,1,ARI,NL,0,0,8,0,0,0,0,30,13,11,2,3,5,0.295,9.90,0,1,2,0,49,2,12,0,0,2 +fordhto01,1998,1,CHA,AL,1,2,29,5,0,0,0,144,51,36,7,42,23,0.279,6.75,0,1,1,0,228,5,36,1,1,5 +fossato01,1998,1,SEA,AL,0,3,23,0,0,0,0,34,19,11,1,6,10,0.404,8.74,0,0,0,0,55,8,11,1,1,1 +fossato01,1998,2,CHN,NL,0,0,8,0,0,0,0,12,8,4,0,6,6,0.421,9.00,0,0,0,0,26,1,4,1,0,0 +fossato01,1998,3,TEX,AL,1,0,10,0,0,0,0,22,3,0,0,4,7,0.120,0.00,0,1,0,0,29,1,0,0,0,0 +fosteke01,1998,1,CHN,NL,0,0,3,0,0,0,0,10,8,6,1,2,3,0.500,16.20,0,0,0,0,20,1,6,0,2,0 +foulkke01,1998,1,CHA,AL,3,2,54,0,0,0,1,196,51,30,9,20,57,0.213,4.13,3,3,4,1,267,18,31,2,2,3 +foxch02,1998,1,MIL,NL,1,4,49,0,0,0,0,171,56,25,4,20,64,0.260,3.95,0,5,1,0,242,12,27,6,0,5 +francjo01,1998,1,NYN,NL,0,8,61,0,0,0,38,194,66,26,4,29,59,0.267,3.62,7,2,4,0,289,54,28,4,5,6 +frascjo01,1998,1,SLN,NL,3,4,69,0,0,0,0,287,95,44,11,36,49,0.256,4.14,3,2,3,0,415,15,48,4,1,7 +fussech01,1998,1,BAL,AL,0,1,3,2,0,0,0,29,11,9,1,9,8,0.306,8.38,1,0,0,0,47,0,9,1,1,2 +gaettga01,1998,1,SLN,NL,0,0,1,0,0,0,0,3,2,0,0,0,0,0.400,0.00,0,0,0,0,5,1,0,0,0,0 +gailled01,1998,1,TBA,AL,0,0,6,0,0,0,0,23,4,5,3,3,5,0.148,5.87,0,0,0,0,30,1,5,0,0,0 +gajkost01,1998,1,SEA,AL,0,0,9,0,0,0,0,26,14,7,3,4,3,0.389,7.27,0,0,2,0,42,3,8,0,0,2 +garceri01,1998,1,BOS,AL,1,1,30,0,0,0,1,138,36,17,6,27,34,0.213,3.33,3,1,2,1,201,11,19,2,1,1 +gardnma01,1998,1,SFN,NL,13,6,33,33,4,2,0,636,203,102,29,65,151,0.253,4.33,5,5,6,1,886,0,106,6,7,14 +glaubke01,1998,1,CIN,NL,0,0,3,0,0,0,0,23,6,2,0,1,4,0.214,2.35,0,2,0,0,31,2,2,0,2,0 +glavito02,1998,1,ATL,NL,20,6,33,33,4,3,0,688,202,63,13,74,157,0.238,2.47,2,3,2,0,934,0,67,6,2,20 +gomeswa01,1998,1,PHI,NL,9,6,71,0,0,0,1,280,94,44,9,35,86,0.258,4.24,4,6,3,0,408,16,48,5,1,8 +gonzaga01,1998,1,FLO,NL,0,0,3,0,0,0,0,3,1,1,0,1,0,0.333,9.00,0,0,1,0,5,1,1,0,0,0 +gonzaje01,1998,1,CHN,NL,7,7,20,20,1,1,0,330,124,65,13,41,70,0.281,5.32,5,2,3,3,493,0,72,5,2,3 +gonzala02,1998,1,COL,NL,0,0,1,0,0,0,0,3,0,0,0,0,0,0.000,0.00,0,0,0,0,3,1,0,0,0,0 +goodedw01,1998,1,CLE,AL,8,6,23,23,0,0,0,402,135,56,13,51,83,0.262,3.76,0,3,9,0,580,0,59,1,4,10 +gordoto01,1998,1,BOS,AL,7,4,73,0,0,0,46,238,55,24,2,25,78,0.191,2.72,1,9,0,0,317,69,24,2,2,4 +gorecri01,1998,1,TBA,AL,1,2,3,3,0,0,0,50,15,9,1,10,7,0.259,4.86,0,1,0,0,70,0,9,0,2,3 +gracemi02,1998,1,PHI,NL,4,7,21,15,0,0,0,271,116,55,10,30,46,0.312,5.48,1,1,8,1,418,1,61,7,1,6 +graveda01,1998,1,CIN,NL,2,1,62,0,0,0,8,244,76,30,6,28,44,0.252,3.32,4,4,2,0,340,35,31,2,5,12 +greenty01,1998,1,PHI,NL,6,12,27,27,0,0,0,478,142,89,23,85,113,0.239,5.03,1,8,9,0,699,0,97,5,6,14 +greisse01,1998,1,DET,AL,6,9,21,21,0,0,0,390,142,74,17,48,66,0.282,5.12,2,3,4,0,562,0,79,2,5,11 +groombu01,1998,1,OAK,AL,3,1,75,0,0,0,0,172,62,27,4,20,36,0.274,4.24,1,1,1,0,251,13,30,1,3,6 +grzanmi01,1998,1,HOU,NL,0,0,1,0,0,0,0,3,1,2,0,2,1,0.333,18.00,0,0,0,0,6,0,2,0,1,0 +guarded01,1998,1,MIN,AL,3,1,79,0,0,0,0,197,66,33,10,28,53,0.265,4.52,6,2,0,0,286,12,34,3,6,4 +gundeer01,1998,1,TEX,AL,0,3,68,1,0,0,0,203,88,39,13,19,41,0.315,5.19,4,4,1,0,303,13,43,1,3,7 +guthrma01,1998,1,LAN,NL,2,1,53,0,0,0,0,162,56,21,3,24,45,0.267,3.50,1,2,2,0,241,11,26,5,0,2 +guzmaju01,1998,1,TOR,AL,6,12,22,22,2,0,0,435,133,71,19,65,113,0.239,4.41,1,6,6,0,632,0,83,2,3,10 +guzmaju01,1998,2,BAL,AL,4,4,11,11,0,0,0,198,60,31,4,33,55,0.241,4.23,1,5,2,0,286,0,34,0,2,5 +halamjo01,1998,1,HOU,NL,1,1,6,6,0,0,0,97,37,21,0,13,21,0.296,5.85,0,2,2,1,147,0,21,3,4,1 +hallaro01,1998,1,TOR,AL,1,0,2,2,1,0,0,42,9,3,2,2,13,0.176,1.93,0,0,0,0,53,0,4,0,0,1 +hallda01,1998,1,LAN,NL,0,3,11,0,0,0,0,34,17,13,2,5,8,0.347,10.32,0,0,1,0,56,2,14,0,1,0 +haltesh01,1998,1,KCA,AL,0,0,1,0,0,0,0,3,1,0,0,0,0,0.333,0.00,0,0,0,0,3,1,0,0,0,1 +hamiljo02,1998,1,SDN,NL,13,13,34,34,0,0,0,652,220,103,15,106,147,0.267,4.27,10,4,8,0,958,0,113,13,6,24 +hammoch01,1998,1,FLO,NL,0,2,3,3,0,0,0,41,20,10,3,8,8,0.357,6.59,0,0,1,0,67,0,11,2,0,3 +hamptmi01,1998,1,HOU,NL,11,7,32,32,1,1,0,635,227,79,18,81,137,0.278,3.36,1,4,5,2,917,0,92,7,7,32 +haneych01,1998,1,KCA,AL,6,6,33,12,0,0,0,292,125,76,18,36,51,0.316,7.03,0,4,5,1,450,2,78,2,11,8 +haneych01,1998,2,CHN,NL,0,0,5,0,0,0,0,15,3,4,2,1,4,0.167,7.20,0,0,0,0,19,0,4,0,0,0 +hansoer01,1998,1,TOR,AL,0,3,11,8,0,0,0,147,73,34,10,29,21,0.348,6.24,1,1,1,1,243,3,34,3,0,4 +harnipe01,1998,1,CIN,NL,14,7,32,32,2,1,0,627,176,73,24,64,157,0.228,3.14,4,4,6,1,854,0,79,8,5,16 +harride01,1998,1,DET,AL,0,3,4,2,0,0,0,36,17,9,1,8,3,0.327,6.75,2,0,0,0,61,2,12,1,0,1 +harrile01,1998,1,CIN,NL,0,0,1,0,0,0,0,3,0,0,0,0,1,0.000,0.00,0,0,0,0,3,1,0,0,0,0 +harripe01,1998,1,ANA,AL,3,1,49,0,0,0,0,180,55,29,7,23,34,0.239,4.35,4,2,0,0,257,13,32,3,1,4 +harrire01,1998,1,HOU,NL,0,0,6,0,0,0,0,18,6,4,1,2,2,0.261,6.00,0,0,0,0,26,2,4,0,1,0 +hartgde01,1998,1,SFN,NL,0,0,5,0,0,0,0,17,10,6,1,4,4,0.385,9.53,0,1,0,0,32,1,7,0,2,0 +hasegsh01,1998,1,ANA,AL,8,3,61,0,0,0,5,292,86,34,14,32,73,0.241,3.14,2,5,2,2,401,20,37,4,6,10 +hawkila01,1998,1,MIN,AL,7,14,33,33,0,0,0,571,227,111,27,61,105,0.299,5.25,1,10,5,2,840,0,126,4,10,24 +hayneji01,1998,1,OAK,AL,11,9,33,33,1,1,0,583,229,110,25,88,134,0.298,5.09,4,11,5,0,875,0,124,5,9,15 +heathmi03,1998,1,CHA,AL,0,0,1,0,0,0,0,9,2,1,0,1,3,0.182,3.00,0,2,0,0,12,0,1,0,0,0 +helliri01,1998,1,TEX,AL,20,7,33,33,4,2,0,649,209,106,27,78,164,0.253,4.41,6,10,1,0,922,0,109,6,10,7 +hendero01,1998,1,MIL,NL,0,0,2,0,0,0,0,11,5,4,2,0,1,0.313,9.82,0,0,1,0,17,0,4,0,0,0 +henrios01,1998,1,FLO,NL,0,0,15,0,0,0,0,60,26,19,4,12,19,0.306,8.55,0,1,1,0,100,4,22,0,2,0 +henrybu01,1998,1,BOS,AL,0,0,2,2,0,0,0,27,8,4,2,3,6,0.235,4.00,0,0,1,0,38,0,4,0,0,0 +henrydo01,1998,1,HOU,NL,8,2,59,0,0,0,2,213,55,24,9,35,59,0.216,3.04,5,7,0,0,296,25,25,3,3,2 +hentgpa01,1998,1,TOR,AL,12,11,29,29,0,0,0,533,208,102,28,69,94,0.293,5.17,1,7,5,1,795,0,109,5,7,19 +heredfe01,1998,1,FLO,NL,0,3,41,2,0,0,2,123,38,25,1,32,38,0.241,5.49,2,5,1,1,194,12,30,1,2,1 +heredfe01,1998,2,CHN,NL,3,0,30,0,0,0,0,53,19,8,1,6,16,0.279,4.08,1,1,0,0,74,6,9,0,0,2 +heredgi01,1998,1,OAK,AL,3,3,8,6,0,0,0,128,43,13,4,3,27,0.256,2.74,0,0,3,0,175,2,14,1,0,0 +hermadu01,1998,1,MON,NL,14,11,32,30,1,0,0,561,163,65,21,56,154,0.234,3.13,3,4,3,3,768,0,80,9,3,17 +hernali01,1998,1,FLO,NL,10,12,33,33,9,0,0,703,265,123,37,104,162,0.289,4.72,8,4,6,3,1040,0,133,8,5,24 +hernaor01,1998,1,NYA,AL,12,4,21,21,3,1,0,423,113,49,11,52,131,0.222,3.13,1,5,6,2,574,0,53,3,5,10 +hernaro01,1998,1,TBA,AL,2,6,67,0,0,0,26,214,55,32,5,41,55,0.212,4.04,4,1,5,0,310,58,33,4,0,7 +hernaxa01,1998,1,TEX,AL,6,6,46,0,0,0,1,174,43,23,5,30,41,0.207,3.57,1,4,1,0,243,15,27,2,2,4 +hershor01,1998,1,SFN,NL,11,10,34,34,0,0,0,606,200,99,22,85,126,0.259,4.41,7,12,13,0,887,0,105,12,5,20 +hillke01,1998,1,ANA,AL,9,6,19,19,0,0,0,309,123,57,6,47,57,0.311,4.98,0,3,3,0,458,0,60,7,5,8 +hitchst01,1998,1,SDN,NL,9,7,39,27,2,1,1,529,169,77,29,48,158,0.251,3.93,2,11,9,1,743,3,83,9,3,14 +hoffmtr01,1998,1,SDN,NL,4,2,66,0,0,0,53,219,41,12,2,21,86,0.165,1.48,2,8,1,0,274,61,12,3,0,7 +holdrda01,1998,1,SEA,AL,0,0,7,0,0,0,0,20,6,3,0,4,6,0.231,4.05,0,3,0,0,31,3,3,0,1,0 +holmeda01,1998,1,NYA,AL,0,3,34,0,0,0,2,154,53,19,4,14,31,0.270,3.33,3,1,2,0,215,13,19,0,3,4 +holtzmi01,1998,1,ANA,AL,2,2,53,0,0,0,1,91,38,16,0,15,29,0.322,4.75,1,4,1,0,137,9,16,1,2,6 +holzema01,1998,1,OAK,AL,1,0,13,0,0,0,0,29,13,6,1,3,3,0.333,5.59,0,1,1,0,44,4,6,0,1,2 +howrybo01,1998,1,CHA,AL,0,3,44,0,0,0,9,163,37,19,7,19,51,0.194,3.15,2,2,2,0,217,15,20,2,3,4 +hudekjo01,1998,1,NYN,NL,1,4,28,0,0,0,0,81,23,12,2,19,28,0.237,4.00,3,0,2,0,123,15,13,3,2,0 +hudekjo01,1998,2,CIN,NL,4,2,30,0,0,0,0,111,27,10,6,28,40,0.206,2.43,1,1,2,0,166,8,14,2,3,2 +hudsojo02,1998,1,MIL,NL,0,0,1,0,0,0,0,1,2,6,0,4,0,1.000,162.00,1,0,0,0,7,0,6,0,1,0 +huttoma01,1998,1,CIN,NL,0,1,10,2,0,0,0,51,24,14,2,17,3,0.348,7.41,0,1,1,0,87,2,14,0,0,6 +irabuhi01,1998,1,NYA,AL,13,9,29,28,2,1,0,519,148,78,27,76,126,0.233,4.06,1,6,9,1,732,0,79,6,6,11 +jacksmi02,1998,1,CLE,AL,1,1,69,0,0,0,40,192,43,11,4,13,55,0.195,1.55,0,1,4,3,239,57,11,1,0,7 +jacomja01,1998,1,CLE,AL,0,1,1,1,0,0,0,15,10,8,2,3,2,0.435,14.40,0,0,0,0,26,0,8,0,0,1 +jamesmi01,1998,1,ANA,AL,0,0,11,0,0,0,0,42,10,3,0,7,12,0.208,1.93,0,0,0,0,55,3,3,0,0,1 +jerzemi01,1998,1,NYA,AL,0,1,3,2,0,0,0,19,9,9,2,4,1,0.346,12.79,0,1,0,1,31,1,9,0,1,1 +jimenjo01,1998,1,SLN,NL,3,0,4,3,0,0,0,64,22,7,0,8,12,0.262,2.95,0,0,0,0,94,0,8,1,1,2 +johnsdo04,1998,1,BAL,AL,3,3,31,10,0,0,1,260,108,44,9,32,34,0.321,4.57,2,3,4,0,382,5,46,4,6,12 +johnsja02,1998,1,TBA,AL,2,5,13,13,0,0,0,180,74,38,9,27,36,0.306,5.70,0,2,3,0,274,0,38,1,1,5 +johnsjo07,1998,1,SFN,NL,6,5,70,0,0,0,0,264,72,30,10,38,86,0.224,3.07,8,4,1,0,370,13,32,4,5,3 +johnsjo08,1998,1,TEX,AL,0,0,1,1,0,0,0,13,5,4,0,5,3,0.313,8.31,0,0,0,0,22,0,4,0,1,1 +johnsmi02,1998,1,MON,NL,0,2,2,2,0,0,0,22,16,12,4,2,4,0.432,14.73,0,0,1,0,40,0,12,0,0,0 +johnsra05,1998,1,SEA,AL,9,10,23,23,6,2,0,480,146,77,19,60,213,0.240,4.33,0,7,11,2,685,0,90,5,1,10 +johnsra05,1998,2,HOU,NL,10,1,11,11,4,4,0,253,57,12,4,26,116,0.191,1.28,1,0,3,0,329,0,12,0,1,3 +jonesbo03,1998,1,NYN,NL,9,9,30,30,0,0,0,586,192,88,23,53,115,0.262,4.05,2,2,8,2,804,0,94,4,7,19 +jonesbo04,1998,1,COL,NL,7,8,35,20,1,0,0,424,153,82,12,66,109,0.282,5.22,0,4,6,1,630,1,87,9,6,8 +jonesdo01,1998,1,MIL,NL,3,4,46,0,0,0,12,162,65,31,15,11,43,0.298,5.17,1,0,4,0,239,34,32,3,3,2 +jonesdo01,1998,2,CLE,AL,1,2,23,0,0,0,1,94,34,12,2,6,28,0.281,3.45,3,0,0,1,133,8,12,2,3,1 +jonesto02,1998,1,DET,AL,1,4,65,0,0,0,28,190,58,35,7,36,57,0.249,4.97,4,5,2,0,279,53,38,2,6,8 +jordari03,1998,1,CIN,NL,1,0,6,0,0,0,0,10,4,9,2,7,1,0.308,24.30,0,0,0,0,21,0,9,0,1,0 +juddmi01,1998,1,LAN,NL,0,0,7,0,0,0,0,34,19,19,4,9,14,0.373,15.09,1,0,1,0,63,3,19,2,0,0 +judenje01,1998,1,MIL,NL,7,11,24,24,2,0,0,415,149,85,20,66,109,0.277,5.53,0,6,10,0,629,0,91,9,7,10 +judenje01,1998,2,ANA,AL,1,3,8,6,0,0,0,120,33,30,7,18,39,0.217,6.75,0,4,2,0,172,1,32,0,0,1 +kamiesc01,1998,1,BAL,AL,2,6,12,11,0,0,0,164,67,41,7,26,25,0.313,6.75,0,2,4,0,249,1,41,3,2,3 +karchma01,1998,1,CHA,AL,2,4,32,0,0,0,11,110,33,21,2,19,30,0.243,5.15,6,0,5,0,167,23,21,3,4,0 +karchma01,1998,2,CHN,NL,3,1,29,0,0,0,0,84,30,16,6,14,22,0.265,5.14,2,1,2,0,132,3,18,2,0,1 +karlsc01,1998,1,MIL,NL,10,11,33,33,0,0,0,577,219,94,21,66,102,0.290,4.40,4,6,4,0,843,0,104,14,3,22 +karsast01,1998,1,CLE,AL,0,2,11,1,0,0,0,73,31,16,3,6,13,0.310,5.92,1,2,2,0,111,4,16,1,2,0 +keaglgr01,1998,1,DET,AL,0,5,9,7,0,0,0,116,46,24,5,20,25,0.295,5.59,0,2,4,0,180,0,26,0,0,4 +keyji01,1998,1,BAL,AL,6,3,25,11,0,0,0,238,77,37,5,23,53,0.258,4.20,0,1,3,1,327,4,39,1,1,8 +kileda01,1998,1,COL,NL,13,17,36,35,4,1,0,691,257,133,28,96,158,0.287,5.20,4,12,7,0,1020,1,141,15,8,23 +kingcu01,1998,1,SLN,NL,2,0,36,0,0,0,2,153,50,20,5,20,28,0.262,3.53,4,0,3,0,218,11,20,2,2,6 +klinest02,1998,1,MON,NL,3,6,78,0,0,0,1,215,62,22,4,41,76,0.228,2.76,7,5,3,0,319,18,25,1,2,1 +klingsc01,1998,1,CIN,NL,1,3,4,4,0,0,0,68,26,15,6,7,13,0.286,5.96,0,0,1,0,102,0,17,2,1,1 +krivdri01,1998,1,CLE,AL,2,0,11,1,0,0,0,75,24,9,2,16,10,0.250,3.24,1,1,0,1,112,5,10,0,0,2 +krivdri01,1998,2,CIN,NL,0,2,16,1,0,0,0,79,41,33,7,19,19,0.366,11.28,1,1,3,1,138,1,34,3,1,2 +kroonma01,1998,1,SDN,NL,0,0,2,0,0,0,0,7,0,0,0,1,2,0.000,0.00,0,0,0,0,8,2,0,0,0,0 +kroonma01,1998,2,CIN,NL,0,0,4,0,0,0,0,16,7,8,0,8,4,0.333,13.50,0,2,1,1,30,2,8,0,0,1 +kubenje01,1998,1,LAN,NL,1,0,6,0,0,0,0,28,4,1,0,8,10,0.138,0.96,0,1,0,0,40,2,1,2,1,0 +langsma01,1998,1,SDN,NL,4,6,22,16,0,0,0,244,107,53,11,41,56,0.325,5.86,1,3,1,1,380,0,55,5,4,9 +lankffr01,1998,1,LAN,NL,0,2,12,0,0,0,1,59,23,13,2,7,7,0.288,5.95,0,1,2,0,89,9,13,0,0,2 +larkian01,1998,1,FLO,NL,3,8,17,14,0,0,0,224,101,80,12,55,43,0.329,9.64,3,3,4,0,373,0,87,5,2,10 +lawrese01,1998,1,PIT,NL,2,1,7,3,0,0,0,59,25,16,4,10,12,0.313,7.32,0,1,0,0,92,0,16,0,2,1 +leiteal01,1998,1,NYN,NL,17,6,28,28,4,2,0,579,151,53,8,71,174,0.216,2.47,2,4,11,1,789,0,55,6,2,24 +leitema01,1998,1,PHI,NL,7,5,69,0,0,0,23,266,67,35,8,47,84,0.216,3.55,5,5,8,0,378,50,36,9,4,6 +leskacu01,1998,1,COL,NL,6,4,66,0,0,0,2,227,75,37,9,40,55,0.259,4.40,2,3,1,1,332,20,37,0,0,7 +levinal01,1998,1,TEX,AL,0,1,30,0,0,0,0,174,68,29,6,16,19,0.294,4.50,1,5,0,0,251,11,30,1,3,8 +lewisri01,1998,1,BAL,AL,0,0,2,1,0,0,0,14,8,8,2,5,4,0.421,15.43,0,1,0,0,25,0,8,0,1,1 +liebejo01,1998,1,PIT,NL,8,14,29,28,2,0,1,513,182,78,23,40,138,0.269,4.11,4,0,3,3,731,1,93,7,4,9 +ligteke01,1998,1,ATL,NL,3,2,75,0,0,0,30,219,51,22,6,24,79,0.193,2.71,1,3,0,0,290,56,24,1,1,6 +limajo01,1998,1,HOU,NL,16,8,33,33,3,1,0,700,229,96,34,32,169,0.256,3.70,1,4,7,0,950,0,100,11,5,16 +lirafe01,1998,1,SEA,AL,1,0,7,0,0,0,0,47,22,8,5,5,16,0.319,4.60,0,1,0,0,75,3,10,0,1,0 +lloydgr01,1998,1,NYA,AL,3,0,50,0,0,0,0,113,26,7,3,6,20,0.191,1.67,2,2,2,0,145,8,10,0,1,2 +loaizes01,1998,1,PIT,NL,6,5,21,14,0,0,0,275,96,46,13,30,53,0.275,4.52,1,1,3,2,394,3,50,5,7,11 +loaizes01,1998,2,TEX,AL,3,6,14,14,1,0,0,238,103,52,15,22,55,0.316,5.90,3,3,2,0,357,0,57,2,5,6 +loeweca01,1998,1,PHI,NL,7,8,21,21,1,0,0,368,154,83,18,39,58,0.312,6.09,1,4,3,0,549,0,86,5,8,11 +loiseri01,1998,1,PIT,NL,2,7,54,0,0,0,19,165,56,21,2,36,48,0.262,3.44,9,0,2,0,258,43,26,5,1,5 +loopebr01,1998,1,SLN,NL,0,1,4,0,0,0,0,10,5,2,1,1,4,0.357,5.40,0,1,0,0,16,3,4,0,1,0 +lopezal02,1998,1,TBA,AL,7,4,54,0,0,0,1,239,73,23,7,32,62,0.249,2.60,4,5,3,0,335,12,31,4,3,4 +lorraan01,1998,1,SEA,AL,0,0,4,0,0,0,0,11,3,1,0,4,0,0.250,2.45,0,1,0,0,16,1,1,0,0,2 +lowede01,1998,1,BOS,AL,3,9,63,10,0,0,4,369,126,55,5,42,77,0.267,4.02,5,8,4,0,527,8,65,4,5,13 +lowese01,1998,1,SLN,NL,0,3,4,1,0,0,0,16,11,9,1,5,2,0.440,15.19,0,0,0,0,31,2,9,1,0,1 +ludwier01,1998,1,FLO,NL,1,4,13,6,0,0,0,98,46,27,7,17,27,0.333,7.44,1,2,0,0,159,0,31,2,2,3 +maddugr01,1998,1,ATL,NL,18,9,34,34,9,5,0,753,201,62,13,45,204,0.220,2.22,10,4,7,0,987,0,75,15,5,21 +maddumi01,1998,1,MON,NL,3,4,51,0,0,0,1,167,50,23,3,15,33,0.243,3.72,1,3,1,1,228,20,24,3,3,5 +magnami01,1998,1,HOU,NL,4,7,48,0,0,0,2,155,56,28,2,26,39,0.276,4.88,4,3,4,0,237,20,28,3,1,4 +mahayro01,1998,1,BOS,AL,1,1,29,0,0,0,1,78,26,10,2,15,14,0.263,3.46,1,3,2,0,120,6,16,0,4,2 +malonse01,1998,1,LAN,NL,0,1,11,0,0,0,0,38,13,7,2,5,11,0.265,4.97,0,1,2,0,57,2,7,1,0,1 +mantema01,1998,1,FLO,NL,3,4,42,0,0,0,9,164,38,18,1,23,63,0.203,2.96,3,0,7,0,224,23,19,3,4,5 +manueba01,1998,1,ARI,NL,1,0,13,0,0,0,0,47,17,13,5,14,12,0.266,7.47,3,0,1,0,79,3,14,0,0,1 +martide01,1998,1,ATL,NL,4,6,53,5,1,1,2,273,109,45,8,19,62,0.295,4.45,5,2,3,0,396,11,53,2,3,9 +martija02,1998,1,PIT,NL,0,1,37,0,0,0,0,123,39,22,5,34,42,0.248,4.83,1,5,4,0,199,13,32,1,3,4 +martipe02,1998,1,BOS,AL,19,7,33,33,3,2,0,701,188,75,26,67,251,0.217,2.89,3,9,8,0,951,0,82,4,7,8 +martira02,1998,1,LAN,NL,7,3,15,15,1,0,0,305,76,32,8,41,91,0.206,2.83,1,2,3,0,418,0,41,2,3,7 +martito02,1998,1,CLE,AL,1,1,14,0,0,0,0,44,29,21,3,12,9,0.408,12.89,0,2,0,0,85,1,21,1,1,0 +mathete01,1998,1,BAL,AL,0,1,17,0,0,0,0,61,26,14,6,8,10,0.342,6.20,3,0,0,0,90,2,15,5,1,3 +mathetj01,1998,1,OAK,AL,7,4,66,0,0,0,1,218,71,37,6,29,53,0.258,4.58,3,1,4,0,319,15,44,2,9,4 +mccargr01,1998,1,SEA,AL,1,2,29,0,0,0,0,70,18,13,6,17,25,0.214,5.01,2,1,3,0,106,5,13,2,0,1 +mccurje01,1998,1,PIT,NL,1,3,16,0,0,0,0,58,24,14,4,9,11,0.324,6.52,0,0,1,0,87,8,14,2,1,4 +mcdilal01,1998,1,KCA,AL,0,0,7,0,0,0,0,18,9,7,3,2,3,0.333,10.50,0,0,0,0,29,1,7,0,0,0 +mcdowja01,1998,1,ANA,AL,5,3,14,14,0,0,0,228,96,43,11,19,45,0.311,5.09,1,2,1,0,334,0,45,3,2,6 +mcelrch01,1998,1,COL,NL,6,4,78,0,0,0,2,205,68,22,3,24,61,0.268,2.90,0,0,0,0,281,27,23,0,3,13 +mcmicgr01,1998,1,NYN,NL,1,2,22,0,0,0,0,68,23,10,1,14,22,0.271,3.97,2,2,1,0,102,6,12,2,0,1 +mcmicgr01,1998,2,LAN,NL,0,1,12,0,0,0,1,43,17,7,1,6,11,0.309,4.40,3,1,1,0,66,1,8,3,1,0 +mcmicgr01,1998,3,NYN,NL,4,1,30,0,0,0,1,93,41,14,7,15,22,0.318,4.06,5,3,2,1,149,12,19,1,2,1 +meadobr01,1998,1,FLO,NL,11,13,31,31,1,0,0,523,222,101,20,46,88,0.315,5.21,3,5,3,1,772,0,106,14,4,17 +mecirji01,1998,1,TBA,AL,7,2,68,0,0,0,0,252,68,29,6,33,77,0.225,3.11,5,2,3,0,343,23,30,3,2,11 +medinra01,1998,1,FLO,NL,2,6,12,12,0,0,0,202,76,45,8,52,49,0.289,6.01,3,5,3,0,327,0,50,5,4,4 +mendora01,1998,1,NYA,AL,10,2,41,14,1,1,1,391,131,47,9,30,56,0.264,3.25,6,3,9,0,548,6,50,6,7,17 +mercejo02,1998,1,MIL,NL,2,2,7,5,0,0,0,96,42,24,5,9,11,0.316,6.75,1,0,1,0,146,0,25,1,2,2 +merckke01,1998,1,SLN,NL,11,11,30,29,0,0,0,485,199,91,11,53,72,0.310,5.07,4,6,3,4,716,1,99,10,9,15 +mesajo01,1998,1,CLE,AL,3,4,44,0,0,0,1,162,61,31,7,20,35,0.282,5.17,3,2,4,0,244,18,36,2,2,5 +mesajo01,1998,2,SFN,NL,5,3,32,0,0,0,0,92,30,12,1,18,28,0.256,3.52,2,8,0,0,139,18,14,4,0,2 +micelda01,1998,1,SDN,NL,10,5,67,0,0,0,2,218,64,26,6,27,70,0.238,3.22,4,5,1,1,302,18,28,3,2,6 +michach01,1998,1,ARI,NL,0,0,5,0,0,0,0,16,9,7,1,4,5,0.375,11.81,0,0,0,0,29,2,7,0,1,0 +milleku01,1998,1,CHN,NL,0,0,3,0,0,0,0,12,3,0,0,0,6,0.200,0.00,0,0,0,0,15,1,0,0,0,0 +milletr01,1998,1,MIN,AL,0,2,14,0,0,0,0,70,25,10,0,11,23,0.272,3.86,1,2,0,0,104,2,10,0,1,3 +milletr02,1998,1,HOU,NL,2,0,37,1,0,0,1,160,57,18,4,20,30,0.266,3.04,1,1,1,0,235,15,21,0,0,3 +millsal01,1998,1,BAL,AL,3,4,72,0,0,0,2,231,55,32,8,50,57,0.203,3.74,8,4,1,0,327,13,32,2,3,6 +millwke01,1998,1,ATL,NL,17,8,31,29,3,1,0,523,175,79,18,56,163,0.258,4.08,3,6,3,1,748,1,86,8,3,9 +miltoer01,1998,1,MIN,AL,8,14,32,32,1,0,0,517,195,108,25,70,107,0.282,5.64,0,1,2,0,772,0,113,2,6,9 +mlickda01,1998,1,NYN,NL,1,4,10,10,1,0,0,171,68,36,8,25,39,0.297,5.68,4,4,5,0,264,0,38,2,3,3 +mlickda01,1998,2,LAN,NL,7,3,20,20,2,1,0,373,120,56,15,38,78,0.253,4.05,1,6,2,0,525,0,64,6,4,7 +moehlbr01,1998,1,DET,AL,14,13,33,33,4,3,0,664,220,96,30,56,123,0.260,3.90,1,4,2,0,912,0,103,3,3,28 +mohlemi01,1998,1,OAK,AL,3,3,57,0,0,0,0,183,70,35,6,26,42,0.289,5.16,3,3,4,1,277,16,38,3,2,5 +montgje01,1998,1,KCA,AL,2,5,56,0,0,0,36,168,58,31,8,22,54,0.264,4.98,2,0,2,1,247,54,35,2,1,6 +mooretr01,1998,1,MON,NL,2,5,13,11,0,0,0,183,78,34,5,17,35,0.306,5.02,3,2,1,0,277,1,37,1,3,4 +morgami01,1998,1,MIN,AL,4,2,18,17,0,0,0,294,108,38,13,24,50,0.286,3.49,1,1,7,0,412,0,41,0,3,16 +morgami01,1998,2,CHN,NL,0,1,5,5,0,0,0,68,30,18,8,15,10,0.323,7.15,1,0,1,0,112,0,21,3,0,3 +mormaal01,1998,1,CLE,AL,0,1,31,0,0,0,0,66,25,13,1,11,16,0.298,5.32,1,2,0,0,96,5,13,0,1,4 +mormaal01,1998,2,SFN,NL,0,1,9,0,0,0,0,21,8,4,4,3,7,0.276,5.14,0,0,0,0,32,3,4,0,0,0 +morrima01,1998,1,SLN,NL,7,5,17,17,2,1,0,341,101,32,8,42,79,0.243,2.53,6,3,3,0,468,0,37,6,1,16 +moyerja01,1998,1,SEA,AL,15,9,34,34,4,3,0,703,234,92,23,42,158,0.256,3.53,2,3,10,1,974,0,99,4,3,18 +mulhote01,1998,1,CHN,NL,6,5,70,6,0,0,3,336,100,36,7,39,72,0.235,2.89,7,4,4,0,476,14,49,5,3,10 +mulligr01,1998,1,MIL,NL,0,0,2,0,0,0,0,3,1,0,0,0,1,0.250,0.00,0,0,1,0,5,1,0,0,0,0 +munozbo01,1998,1,BAL,AL,0,0,9,1,0,0,0,36,18,13,4,6,6,0.383,9.75,0,0,1,1,58,5,13,1,3,2 +munozmi01,1998,1,COL,NL,2,2,40,0,0,0,3,124,53,26,2,16,24,0.312,5.66,2,1,1,0,189,13,32,1,1,6 +mussimi01,1998,1,BAL,AL,13,10,29,29,4,2,0,619,189,80,22,41,175,0.242,3.49,3,10,4,0,835,0,85,6,3,16 +myersmi01,1998,1,MIL,NL,2,2,70,0,0,0,1,150,44,15,5,22,40,0.249,2.70,1,2,6,1,211,14,19,4,2,9 +myersra01,1998,1,TOR,AL,3,4,41,0,0,0,28,127,44,21,4,19,32,0.265,4.46,4,2,2,0,190,37,21,2,1,4 +myersra01,1998,2,SDN,NL,1,3,21,0,0,0,0,43,15,10,2,7,9,0.273,6.28,1,2,0,0,64,5,10,2,0,0 +myersro01,1998,1,CHN,NL,0,0,12,0,0,0,0,54,26,14,3,6,15,0.342,7.00,0,1,0,0,82,3,14,0,0,1 +nagych01,1998,1,CLE,AL,15,10,33,33,2,0,0,631,250,122,34,66,120,0.298,5.22,12,3,9,0,930,0,139,8,6,18 +naultda01,1998,1,MIN,AL,0,2,19,0,0,0,0,71,25,13,3,10,15,0.269,4.94,1,0,0,0,104,9,16,0,1,2 +navarja01,1998,1,CHA,AL,8,16,37,27,1,0,1,518,223,122,30,77,71,0.315,6.36,1,18,7,0,802,4,135,3,7,20 +neaglde01,1998,1,ATL,NL,16,11,32,31,5,2,0,631,196,83,25,60,165,0.250,3.55,3,6,6,1,861,0,91,7,3,21 +nelsoje01,1998,1,NYA,AL,5,3,45,0,0,0,3,121,44,17,1,22,35,0.278,3.79,4,2,8,0,192,13,18,1,3,0 +nenro01,1998,1,SFN,NL,7,7,78,0,0,0,40,266,59,15,4,25,110,0.180,1.52,5,3,1,0,357,67,21,2,2,2 +nitkocj01,1998,1,HOU,NL,3,3,43,0,0,0,3,179,49,25,4,23,44,0.228,3.77,2,3,6,1,250,11,27,4,2,6 +nomohi01,1998,1,LAN,NL,2,7,12,12,2,0,0,203,57,38,8,38,73,0.228,5.05,0,4,3,1,295,0,39,2,2,4 +nomohi01,1998,2,NYN,NL,4,5,17,16,1,0,0,269,73,48,11,56,94,0.224,4.82,2,9,1,3,392,0,49,6,3,5 +nunezvl01,1998,1,ARI,NL,0,0,4,0,0,0,0,16,7,6,0,2,2,0.318,10.13,0,0,0,1,25,2,6,0,1,0 +nyery01,1998,1,PHI,NL,0,0,1,0,0,0,0,3,3,3,1,0,3,0.500,27.00,0,0,0,0,6,1,3,0,0,0 +ogeach01,1998,1,CLE,AL,5,4,19,9,0,0,0,207,74,43,9,25,43,0.273,5.61,1,0,7,0,307,1,44,1,3,3 +ojalaki01,1998,1,FLO,NL,2,7,41,13,1,0,0,375,128,59,14,59,75,0.267,4.25,4,6,4,0,554,4,71,10,2,14 +olivaom01,1998,1,ANA,AL,9,9,37,26,1,0,0,549,189,82,19,91,112,0.270,4.03,1,5,5,0,805,6,92,6,4,26 +oliveda02,1998,1,TEX,AL,6,7,19,19,2,0,0,310,140,75,11,43,58,0.325,6.53,1,6,10,1,493,0,84,3,6,8 +oliveda02,1998,2,SLN,NL,4,4,10,10,0,0,0,171,64,27,7,23,29,0.283,4.26,1,1,0,3,256,0,31,5,2,4 +olsongr01,1998,1,ARI,NL,3,4,64,0,0,0,30,206,56,23,4,25,55,0.223,3.01,1,2,1,0,281,49,25,3,1,7 +oquismi01,1998,1,OAK,AL,7,11,31,29,0,0,0,525,210,121,27,57,112,0.298,6.22,1,4,5,0,777,2,125,5,6,18 +oroscje01,1998,1,BAL,AL,4,1,69,0,0,0,7,170,46,20,6,28,50,0.221,3.18,1,3,1,1,243,26,20,4,2,3 +ortizru01,1998,1,SFN,NL,4,4,22,13,0,0,0,265,90,49,11,46,75,0.269,4.99,1,3,4,0,394,3,51,5,4,8 +osbordo01,1998,1,SLN,NL,5,4,14,14,1,1,0,251,84,38,11,22,60,0.256,4.09,2,1,1,0,358,0,42,3,4,6 +osunaan01,1998,1,LAN,NL,7,1,54,0,0,0,6,194,50,22,8,32,72,0.214,3.06,0,1,2,0,272,25,26,2,2,4 +paintla01,1998,1,SLN,NL,4,0,65,0,0,0,1,142,42,21,5,28,39,0.249,3.99,3,2,4,0,207,9,24,4,2,4 +palldo01,1998,1,FLO,NL,0,1,23,0,0,0,0,100,42,19,5,7,26,0.326,5.13,2,2,1,0,141,11,19,3,1,5 +paniajo01,1998,1,SEA,AL,2,0,18,0,0,0,1,66,15,5,3,5,16,0.200,2.05,0,2,3,0,83,2,5,0,0,4 +parkch01,1998,1,LAN,NL,15,9,34,34,2,0,0,662,199,91,16,97,191,0.244,3.71,1,6,11,2,946,0,101,11,10,25 +parquji01,1998,1,CHA,AL,7,5,21,21,0,0,0,339,135,64,14,49,77,0.299,5.10,0,0,6,3,507,0,72,1,0,14 +parrist01,1998,1,CIN,NL,6,5,18,16,1,1,0,297,89,41,9,32,77,0.236,3.73,3,1,4,1,421,0,44,7,1,3 +patribr01,1998,1,MIL,NL,4,1,32,3,0,0,0,236,83,41,9,29,49,0.279,4.69,1,2,0,0,334,8,43,4,3,10 +pattebo01,1998,1,CHN,NL,1,1,33,0,0,0,1,61,36,17,2,12,17,0.391,7.52,3,0,0,0,107,4,20,1,2,1 +patteda04,1998,1,TEX,AL,2,5,56,0,0,0,2,182,64,30,11,19,33,0.274,4.45,2,3,2,0,257,21,31,1,1,10 +pavanca01,1998,1,MON,NL,6,9,24,23,0,0,0,404,130,63,18,43,83,0.251,4.21,1,1,8,0,580,0,70,5,6,9 +pavliro01,1998,1,TEX,AL,1,1,5,0,0,0,1,42,16,6,2,5,8,0.286,3.86,1,1,1,0,63,2,8,0,1,1 +pennibr01,1998,1,TBA,AL,0,0,1,0,0,0,0,0,1,1,0,3,0,1.000,,0,0,0,0,4,0,1,0,0,0 +percitr01,1998,1,ANA,AL,2,7,67,0,0,0,42,200,45,27,5,37,87,0.186,3.65,4,3,3,0,287,60,31,3,2,0 +perezca01,1998,1,MON,NL,7,10,23,23,3,0,0,490,177,68,12,33,82,0.277,3.75,3,5,3,1,690,0,79,11,3,9 +perezca01,1998,2,LAN,NL,4,4,11,11,4,2,0,233,67,28,9,30,46,0.234,3.24,1,2,0,0,319,0,30,3,0,10 +perezod01,1998,1,ATL,NL,0,1,10,0,0,0,0,32,10,5,1,4,5,0.244,4.22,0,0,0,0,45,0,5,0,0,2 +perezyo01,1998,1,PHI,NL,0,2,57,0,0,0,0,156,40,22,3,25,42,0.209,3.81,0,7,0,0,221,7,23,2,3,2 +perisma01,1998,1,TEX,AL,0,2,2,2,0,0,0,15,15,15,2,8,2,0.500,27.00,0,0,2,0,40,0,17,0,0,0 +persoro01,1998,1,TOR,AL,3,1,27,0,0,0,6,115,45,30,9,22,31,0.294,7.04,1,0,2,0,184,14,31,2,5,1 +peterch01,1998,1,PIT,NL,8,10,39,21,1,0,1,444,142,57,13,55,103,0.252,3.47,4,4,3,1,630,7,63,4,5,19 +petkoma01,1998,1,SLN,NL,7,4,48,10,0,0,0,317,131,56,9,36,55,0.312,4.77,3,1,8,1,476,7,63,9,3,13 +pettian01,1998,1,NYA,AL,16,11,33,32,5,0,0,649,226,102,20,87,146,0.274,4.24,1,5,6,0,932,0,110,6,7,29 +pichahi01,1998,1,KCA,AL,7,8,27,18,0,0,1,337,126,64,11,43,55,0.280,5.13,2,2,4,0,503,2,73,3,3,15 +pickeri01,1998,1,ARI,NL,0,0,2,0,0,0,0,2,3,6,0,4,2,0.600,81.00,0,1,0,0,9,0,6,0,0,0 +piscima01,1998,1,CHN,NL,1,2,43,0,0,0,0,132,44,20,4,32,31,0.259,4.09,3,6,2,0,206,12,21,1,1,5 +pittsji01,1998,1,KCA,AL,1,1,39,2,0,0,0,205,88,50,13,37,44,0.322,6.59,1,6,2,0,320,11,56,3,5,10 +plesada01,1998,1,TOR,AL,4,3,78,0,0,0,4,150,41,21,4,16,55,0.224,3.78,1,0,1,0,203,16,23,0,3,4 +plunker01,1998,1,CLE,AL,3,1,37,0,0,0,0,123,44,22,6,15,38,0.282,4.83,1,0,2,0,178,6,23,3,2,2 +plunker01,1998,2,MIL,NL,1,2,26,0,0,0,1,95,33,13,3,15,36,0.270,3.69,1,1,3,0,143,7,14,1,2,4 +politcl01,1998,1,SLN,NL,2,3,8,8,0,0,0,111,45,26,6,18,22,0.304,6.32,0,2,1,1,172,0,32,3,1,2 +ponsosi01,1998,1,BAL,AL,8,9,31,20,0,0,1,405,157,79,19,42,85,0.293,5.27,2,4,3,1,588,5,82,3,4,13 +pooleji02,1998,1,SFN,NL,1,3,26,0,0,0,0,97,38,19,5,9,16,0.302,5.29,5,2,0,0,140,8,20,4,1,3 +pooleji02,1998,2,CLE,AL,0,0,12,0,0,0,0,21,9,4,0,3,11,0.300,5.14,1,0,1,0,34,1,4,0,0,0 +portuma01,1998,1,PHI,NL,10,5,26,26,3,0,0,499,186,82,26,32,104,0.283,4.44,2,4,4,0,704,0,88,8,2,13 +powelbr01,1998,1,DET,AL,3,8,18,16,0,0,0,251,101,59,17,36,46,0.294,6.35,2,3,2,0,383,1,67,1,1,5 +powelja04,1998,1,FLO,NL,4,4,33,0,0,0,3,109,36,17,5,22,24,0.263,4.21,6,1,2,0,165,26,19,3,1,5 +powelja04,1998,2,HOU,NL,3,3,29,0,0,0,4,102,22,9,1,15,38,0.182,2.38,3,0,1,0,137,9,9,0,0,1 +powelje01,1998,1,MON,NL,1,5,7,6,0,0,0,75,27,22,5,11,14,0.290,7.92,0,0,4,0,112,1,25,2,2,1 +priesed01,1998,1,CIN,NL,0,1,2,2,0,0,0,18,12,7,2,1,1,0.444,10.50,0,0,0,0,29,0,8,0,1,2 +prietar01,1998,1,OAK,AL,0,1,2,2,0,0,0,25,17,11,2,5,8,0.415,11.88,1,0,1,0,47,0,11,0,0,0 +pulsibi01,1998,1,NYN,NL,0,0,15,1,0,0,0,43,23,11,2,5,13,0.371,6.91,1,0,0,0,68,1,11,1,0,0 +pulsibi01,1998,2,MIL,NL,3,4,11,10,0,0,0,174,63,30,6,26,38,0.289,4.66,3,2,1,2,252,1,30,3,4,12 +quantpa01,1998,1,TOR,AL,3,4,82,0,0,0,7,240,88,23,5,22,59,0.285,2.59,6,1,3,0,345,32,26,7,4,12 +radinsc01,1998,1,LAN,NL,6,6,62,0,0,0,13,185,63,18,5,20,45,0.272,2.63,1,0,4,3,264,30,21,6,2,3 +radkebr01,1998,1,MIN,AL,12,14,32,32,5,1,0,641,238,102,23,43,146,0.283,4.30,1,3,9,1,904,0,109,9,3,14 +raggibr01,1998,1,SLN,NL,1,1,4,1,0,0,0,21,22,12,1,3,3,0.579,15.43,0,0,1,0,43,2,12,0,1,1 +rakerja01,1998,1,CLE,AL,0,0,1,0,0,0,0,3,0,1,0,3,0,0.000,9.00,0,0,0,0,6,1,1,0,1,0 +ramirro01,1998,1,SDN,NL,1,0,21,0,0,0,0,44,12,10,4,12,17,0.211,6.14,1,3,0,1,70,4,13,1,0,0 +rapppa01,1998,1,KCA,AL,12,13,32,32,1,1,0,565,208,111,24,107,132,0.285,5.30,7,14,10,0,855,0,117,3,6,27 +rathfr02,1998,1,COL,NL,0,0,2,0,0,0,0,16,6,1,0,2,2,0.300,1.69,0,0,0,0,23,1,1,0,1,1 +rathga01,1998,1,LAN,NL,0,0,3,0,0,0,0,10,3,4,1,2,4,0.250,10.80,0,0,0,0,15,1,4,1,0,0 +reedri01,1998,1,NYN,NL,16,11,31,31,2,1,0,637,208,82,30,29,153,0.261,3.48,2,1,6,0,845,0,84,8,5,13 +reedst01,1998,1,SFN,NL,2,1,50,0,0,0,1,164,30,9,4,19,50,0.160,1.48,5,0,4,0,213,14,10,2,0,2 +reedst01,1998,2,CLE,AL,2,2,20,0,0,0,0,77,26,19,4,8,23,0.260,6.66,0,0,1,0,109,5,19,0,0,4 +rekarbr01,1998,1,TBA,AL,2,8,16,15,1,0,0,260,95,48,16,21,55,0.282,4.98,0,1,2,0,369,1,56,1,8,5 +remlimi01,1998,1,CIN,NL,8,15,35,28,1,1,0,493,164,88,23,87,144,0.266,4.82,1,11,5,1,727,0,96,12,7,17 +reyesal01,1998,1,MIL,NL,5,1,50,0,0,0,0,171,55,25,9,31,58,0.255,3.95,1,2,2,0,253,13,26,2,1,6 +reyesca01,1998,1,SDN,NL,2,2,22,0,0,0,1,83,23,11,4,6,24,0.235,3.58,0,0,2,1,109,8,11,2,1,3 +reyesca01,1998,2,BOS,AL,1,1,24,0,0,0,0,115,35,15,2,14,23,0.246,3.52,2,3,1,0,158,10,15,0,1,4 +reyesde01,1998,1,LAN,NL,0,4,11,3,0,0,0,86,27,15,1,20,33,0.255,4.71,4,1,0,1,130,4,17,3,1,1 +reyesde01,1998,2,CIN,NL,3,1,8,7,0,0,0,116,35,19,2,27,44,0.255,4.42,1,5,1,0,170,0,19,4,1,3 +reynoar02,1998,1,NYN,NL,7,3,11,11,0,0,0,205,64,29,4,32,40,0.256,3.82,3,2,5,2,292,0,31,4,1,7 +reynosh01,1998,1,HOU,NL,19,8,35,35,3,1,0,700,257,91,25,53,209,0.280,3.51,2,5,2,0,986,0,99,5,7,16 +rhodear01,1998,1,BAL,AL,4,4,45,0,0,0,4,231,65,30,8,34,83,0.233,3.51,2,1,1,1,321,10,30,2,5,8 +rincori01,1998,1,PIT,NL,0,2,60,0,0,0,14,195,50,21,6,29,64,0.208,2.91,2,2,0,0,272,27,31,1,2,9 +riosda01,1998,1,KCA,AL,0,1,5,0,0,0,0,22,9,5,1,6,6,0.300,6.14,0,1,1,0,38,1,9,0,1,2 +rislebi01,1998,1,TOR,AL,3,4,44,0,0,0,0,164,52,32,7,34,42,0.259,5.27,4,3,4,1,245,18,37,3,3,5 +ritchto01,1998,1,MIN,AL,0,0,15,0,0,0,0,72,30,15,1,9,21,0.288,5.63,0,3,0,0,113,7,17,0,0,1 +ritzke01,1998,1,COL,NL,0,2,2,2,0,0,0,27,17,11,1,2,3,0.395,11.00,0,1,1,0,46,0,11,0,0,0 +riverma01,1998,1,NYA,AL,3,0,54,0,0,0,36,184,48,13,3,17,36,0.215,1.91,1,0,1,0,246,49,13,2,3,4 +rizzoto01,1998,1,CHA,AL,0,0,9,0,0,0,0,20,12,10,0,6,3,0.387,13.50,0,2,0,0,38,1,12,0,1,2 +roberri02,1998,1,ANA,AL,0,0,5,0,0,0,0,17,11,10,3,2,3,0.393,15.88,0,0,0,0,31,0,11,0,1,0 +rockejo01,1998,1,ATL,NL,1,3,47,0,0,0,2,114,22,9,4,22,42,0.172,2.13,4,6,3,0,156,16,10,3,0,5 +rodrife01,1998,1,ARI,NL,0,2,43,0,0,0,5,132,44,30,5,29,36,0.259,6.14,1,5,1,2,207,23,31,4,3,0 +rodrifr02,1998,1,MIN,AL,4,6,20,11,0,0,0,210,88,51,6,30,62,0.303,6.56,0,6,3,1,329,4,58,1,5,2 +rodrine01,1998,1,BAL,AL,1,3,6,4,0,0,0,57,25,17,0,9,8,0.321,8.05,0,1,0,0,89,0,17,0,2,0 +rodrine01,1998,2,TOR,AL,1,0,7,0,0,0,0,25,10,9,1,8,3,0.286,9.72,0,0,1,0,44,3,9,0,0,0 +rodriri02,1998,1,SFN,NL,4,0,68,0,0,0,2,197,69,27,7,20,44,0.272,3.70,5,3,0,0,278,11,28,2,2,7 +rogerke01,1998,1,OAK,AL,16,8,34,34,7,1,0,716,215,84,19,67,138,0.242,3.17,0,5,7,2,970,0,96,4,5,34 +rojasme01,1998,1,NYN,NL,5,2,50,0,0,0,2,174,68,39,9,30,41,0.305,6.05,5,2,3,0,262,19,39,4,2,8 +roquera01,1998,1,MIL,NL,4,2,9,9,0,0,0,144,42,26,9,24,34,0.237,4.88,0,3,1,1,206,0,28,4,0,5 +rosadjo01,1998,1,KCA,AL,8,11,38,25,2,1,1,524,180,91,25,57,135,0.260,4.69,2,6,5,1,757,1,106,1,3,14 +rosebr01,1998,1,BOS,AL,1,4,8,8,0,0,0,113,43,29,9,14,18,0.285,6.93,0,0,2,0,168,0,32,0,1,2 +ruebema01,1998,1,TBA,AL,0,2,7,1,0,0,0,26,11,6,3,4,6,0.314,6.23,0,0,0,0,39,1,7,0,0,1 +rueteki01,1998,1,SFN,NL,16,9,33,33,1,0,0,563,193,91,27,57,102,0.265,4.36,3,6,7,0,806,0,100,5,8,18 +runyase01,1998,1,DET,AL,1,4,88,0,0,0,1,151,47,20,7,28,39,0.255,3.58,3,5,2,0,223,11,23,2,7,6 +ruschgl01,1998,1,KCA,AL,6,15,29,24,1,1,1,464,191,101,22,50,94,0.304,5.88,0,1,4,0,686,2,104,1,2,18 +ryanke01,1998,1,PHI,NL,0,0,17,1,0,0,0,68,21,11,1,20,16,0.253,4.37,1,4,1,0,108,6,12,2,2,1 +saberbr01,1998,1,BOS,AL,15,8,31,31,0,0,0,525,181,77,22,29,100,0.264,3.96,1,4,6,0,725,0,82,2,3,10 +sageraj01,1998,1,DET,AL,4,2,31,3,0,0,2,178,79,43,7,23,23,0.325,6.52,4,4,1,0,274,7,47,5,2,9 +saipemi01,1998,1,COL,NL,0,1,2,2,0,0,0,30,22,12,5,0,2,0.431,10.80,0,0,2,0,54,0,12,1,0,0 +sampsbe01,1998,1,MIN,AL,1,0,5,2,0,0,0,52,10,3,0,6,16,0.172,1.56,0,2,1,0,67,1,3,0,2,1 +sanchje01,1998,1,FLO,NL,7,9,35,29,0,0,0,519,178,86,18,91,137,0.272,4.47,2,8,4,5,765,1,98,12,4,17 +sandesc02,1998,1,DET,AL,0,2,3,2,0,0,0,29,24,19,1,6,6,0.471,17.69,2,1,0,0,57,1,19,0,0,1 +sandesc02,1998,2,SDN,NL,3,1,23,0,0,0,0,92,33,14,5,5,26,0.270,4.11,1,1,0,0,131,7,20,4,0,1 +santaju01,1998,1,TEX,AL,0,0,3,0,0,0,0,16,7,5,0,4,1,0.304,8.44,1,0,0,0,27,0,5,0,0,0 +santaju01,1998,2,TBA,AL,5,6,32,19,1,0,0,421,144,66,18,58,60,0.270,4.23,2,3,5,0,603,5,72,2,5,21 +santama01,1998,1,DET,AL,0,0,7,0,0,0,0,22,9,3,1,8,10,0.310,3.68,2,3,1,0,39,2,3,1,0,1 +santijo03,1998,1,KCA,AL,0,0,2,0,0,0,0,6,4,2,0,0,2,0.444,9.00,0,0,0,0,9,2,2,0,0,0 +saundto01,1998,1,TBA,AL,6,15,31,31,2,0,0,577,191,88,15,111,172,0.265,4.12,1,2,7,1,855,0,95,6,10,21 +scanlbo01,1998,1,HOU,NL,0,1,27,0,0,0,0,79,24,9,4,13,9,0.245,3.08,0,5,1,0,118,9,12,3,3,1 +schilcu01,1998,1,PHI,NL,15,14,35,35,15,2,0,806,236,97,23,61,300,0.236,3.25,3,12,6,0,1089,0,101,14,7,18 +schmija01,1998,1,PIT,NL,11,14,33,33,0,0,0,643,228,97,24,71,158,0.275,4.07,3,15,4,1,916,0,106,10,3,23 +schoupe01,1998,1,HOU,NL,7,6,15,15,0,0,0,240,82,40,10,36,59,0.269,4.50,0,5,4,0,354,0,43,5,4,4 +schoupe01,1998,2,BOS,AL,1,3,10,8,0,0,0,132,45,21,7,14,36,0.273,4.30,1,2,1,0,183,0,21,0,3,6 +seaneru01,1998,1,ATL,NL,4,1,34,0,0,0,2,108,25,11,2,16,50,0.195,2.75,0,2,1,0,148,8,13,1,2,1 +seleaa01,1998,1,TEX,AL,19,11,33,33,3,2,0,638,239,100,14,84,167,0.283,4.23,6,4,13,0,954,0,116,5,7,17 +serafda01,1998,1,MIN,AL,7,4,28,9,0,0,0,225,95,54,10,29,46,0.310,6.48,1,2,1,0,345,3,58,3,6,4 +servisc01,1998,1,KCA,AL,6,4,73,0,0,0,4,248,70,32,7,34,95,0.231,3.48,4,10,9,1,353,26,35,2,5,1 +shawje01,1998,1,CIN,NL,2,4,39,0,0,0,23,149,40,10,2,12,29,0.231,1.81,4,0,1,0,192,35,11,4,2,8 +shawje01,1998,2,LAN,NL,1,4,34,0,0,0,25,106,35,10,6,7,26,0.252,2.55,1,0,0,0,147,34,11,1,0,2 +shousbr01,1998,1,BOS,AL,0,1,7,0,0,0,0,24,9,5,2,4,5,0.281,5.63,0,0,0,0,36,4,5,0,0,1 +shueypa01,1998,1,CLE,AL,5,4,43,0,0,0,2,153,44,17,6,25,58,0.229,3.00,5,3,3,0,222,16,19,2,0,3 +silvajo01,1998,1,PIT,NL,6,7,18,18,1,0,0,301,104,49,7,30,64,0.271,4.40,2,2,1,2,425,0,55,5,5,10 +simasbi01,1998,1,CHA,AL,4,3,60,0,0,0,18,212,54,28,12,22,56,0.206,3.57,4,1,1,0,287,41,29,2,0,5 +sinclst01,1998,1,TOR,AL,0,2,24,0,0,0,0,45,13,6,0,5,8,0.232,3.60,0,0,0,0,61,3,7,0,0,1 +sirotmi01,1998,1,CHA,AL,14,15,33,33,5,0,0,635,255,119,30,47,128,0.300,5.06,0,3,2,1,911,0,137,5,7,28 +slocuhe01,1998,1,SEA,AL,2,5,57,0,0,0,3,203,72,40,5,44,51,0.275,5.32,1,10,1,0,313,29,40,4,2,5 +smallaa01,1998,1,OAK,AL,1,1,24,0,0,0,0,108,51,29,3,14,19,0.333,7.25,3,4,3,0,174,4,34,3,1,4 +smallaa01,1998,2,ARI,NL,3,1,23,0,0,0,0,95,32,13,5,8,14,0.269,3.69,1,0,1,0,130,9,14,2,0,7 +smithpe02,1998,1,SDN,NL,3,2,10,8,0,0,0,130,45,23,5,18,36,0.266,4.78,1,2,3,0,193,2,23,1,2,1 +smithpe02,1998,2,BAL,AL,2,3,27,4,0,0,0,135,57,31,7,16,29,0.311,6.20,1,6,0,1,204,3,31,3,2,3 +smithtr01,1998,1,MIL,NL,0,0,1,0,0,0,0,6,1,0,0,0,1,0.143,0.00,0,0,0,0,7,0,0,0,0,0 +smoltjo01,1998,1,ATL,NL,17,3,26,26,2,2,0,503,145,54,10,44,173,0.231,2.90,2,3,4,1,681,0,58,4,2,14 +snydejo02,1998,1,CHA,AL,7,2,15,14,1,0,0,259,96,46,14,23,52,0.286,4.80,1,2,2,0,367,0,49,2,4,8 +sodowcl01,1998,1,ARI,NL,3,6,45,6,0,0,0,233,86,49,5,39,42,0.283,5.68,5,4,7,2,357,10,56,5,2,7 +sparkst01,1998,1,ANA,AL,9,4,22,20,0,0,0,386,130,62,14,58,90,0.263,4.34,0,6,5,0,562,1,66,2,3,5 +speieju01,1998,1,CHN,NL,0,0,1,0,0,0,0,4,2,2,0,1,2,0.333,13.50,0,1,0,0,7,0,2,0,0,0 +speieju01,1998,2,FLO,NL,0,3,18,0,0,0,0,58,25,18,7,12,15,0.325,8.38,1,2,0,0,92,10,18,2,1,1 +spencst02,1998,1,SDN,NL,1,0,6,5,0,0,0,92,29,16,5,4,31,0.244,4.70,0,0,1,0,124,0,16,0,0,1 +spoljpa01,1998,1,SEA,AL,4,6,53,6,0,0,0,250,85,60,14,55,89,0.263,6.48,3,10,1,0,387,10,67,5,3,9 +spradje01,1998,1,PHI,NL,4,4,69,0,0,0,1,245,63,32,9,20,76,0.216,3.53,1,6,2,1,319,20,34,4,2,4 +sprinde01,1998,1,TBA,AL,3,11,29,17,1,0,0,347,120,70,21,60,46,0.271,5.45,1,6,12,0,517,8,77,1,2,14 +sprinru01,1998,1,ARI,NL,4,3,26,0,0,0,0,98,29,15,4,14,37,0.232,4.13,1,3,1,0,140,13,16,0,0,1 +sprinru01,1998,2,ATL,NL,1,1,22,0,0,0,0,60,22,9,0,16,19,0.301,4.05,3,2,0,0,92,1,10,2,1,2 +staniro01,1998,1,FLO,NL,2,4,38,0,0,0,1,144,54,30,5,22,30,0.277,5.63,2,1,0,0,222,11,33,2,3,2 +stantmi02,1998,1,NYA,AL,4,1,67,0,0,0,6,237,71,48,13,26,69,0.239,5.47,1,0,4,0,330,26,51,1,2,8 +steenke01,1998,1,CHN,NL,0,0,4,0,0,0,0,10,7,4,2,1,4,0.412,10.80,0,0,0,0,18,1,4,0,0,0 +steinbl01,1998,1,OAK,AL,5,9,24,20,1,1,0,352,117,83,22,71,89,0.255,6.37,3,15,5,0,538,0,92,1,2,9 +stephga01,1998,1,PHI,NL,0,2,6,6,0,0,0,69,31,23,3,19,17,0.316,9.00,0,0,0,1,118,0,24,1,0,1 +steveda01,1998,1,CHN,NL,1,2,31,0,0,0,0,114,42,20,6,17,31,0.288,4.74,5,1,1,1,169,13,20,4,1,2 +stiebda01,1998,1,TOR,AL,1,2,19,3,0,0,2,151,58,27,6,17,27,0.284,4.83,1,0,5,0,228,7,31,0,2,2 +stoopji01,1998,1,COL,NL,1,0,3,0,0,0,0,12,5,1,1,3,0,0.385,2.25,0,0,1,0,17,0,1,0,0,1 +stottto01,1998,1,SLN,NL,9,9,23,23,3,0,0,484,146,63,20,51,147,0.241,3.51,0,4,4,2,674,0,74,7,3,9 +stottto01,1998,2,TEX,AL,5,4,10,10,0,0,0,181,68,29,5,30,57,0.282,4.33,1,1,0,0,275,0,33,1,3,2 +sullisc01,1998,1,CIN,NL,5,5,67,0,0,0,1,306,98,59,14,36,86,0.253,5.21,4,4,9,0,440,13,62,3,4,9 +suppaje01,1998,1,ARI,NL,1,7,13,13,1,0,0,198,82,49,12,21,39,0.301,6.68,1,2,1,0,299,0,55,3,2,3 +suppaje01,1998,2,KCA,AL,0,0,4,1,0,0,0,38,9,1,1,1,12,0.200,0.71,0,0,0,0,46,2,1,0,0,0 +suzukma01,1998,1,SEA,AL,1,2,6,5,0,0,0,79,34,21,3,15,19,0.304,7.18,0,0,0,0,127,0,23,0,0,0 +swiftbi02,1998,1,SEA,AL,11,9,29,26,0,0,0,434,183,94,21,51,77,0.306,5.85,2,1,10,2,663,0,103,2,2,19 +swindgr01,1998,1,MIN,AL,3,3,52,0,0,0,2,199,67,27,10,18,45,0.263,3.66,2,3,3,0,281,12,27,3,2,4 +swindgr01,1998,2,BOS,AL,2,3,29,0,0,0,0,72,25,9,3,13,18,0.278,3.38,1,0,0,0,104,3,13,1,0,3 +tabakje01,1998,1,PIT,NL,2,2,37,0,0,0,0,152,37,17,6,22,40,0.204,3.02,4,1,5,0,212,9,19,2,2,6 +tamje01,1998,1,NYN,NL,1,1,15,0,0,0,0,43,13,10,2,4,8,0.241,6.28,1,0,2,0,60,5,10,0,0,2 +tapanke01,1998,1,CHN,NL,19,9,35,34,2,2,0,657,244,118,30,62,136,0.284,4.85,4,7,5,0,945,0,120,11,9,17 +tatisra01,1998,1,TBA,AL,0,0,22,0,0,0,0,35,23,18,2,16,5,0.418,13.89,1,1,1,1,72,7,19,0,0,2 +tavarju01,1998,1,SFN,NL,5,3,60,0,0,0,1,256,96,36,5,36,52,0.298,3.80,11,1,8,1,374,12,41,5,3,17 +taylobi04,1998,1,OAK,AL,4,9,70,0,0,0,33,219,71,29,7,22,58,0.255,3.58,4,0,3,1,311,58,37,3,5,7 +telemam01,1998,1,CHN,NL,1,1,14,0,0,0,0,83,23,12,5,13,18,0.219,3.90,0,3,0,0,118,4,12,0,0,1 +telemam01,1998,2,ARI,NL,6,9,27,18,0,0,0,363,127,53,13,33,60,0.271,3.94,2,4,4,0,519,1,63,8,6,9 +telfoan01,1998,1,MON,NL,3,6,77,0,0,0,1,273,85,39,9,36,59,0.247,3.86,1,8,4,1,398,24,45,10,4,4 +telghda01,1998,1,OAK,AL,0,1,8,2,0,0,0,60,19,8,4,6,5,0.235,3.60,0,2,2,1,91,4,12,2,0,0 +tessmja01,1998,1,NYA,AL,1,0,7,0,0,0,0,26,4,3,1,4,6,0.143,3.12,0,1,0,0,33,3,3,0,1,0 +tewksbo01,1998,1,MIN,AL,7,13,26,25,1,0,0,445,174,79,19,20,60,0.292,4.79,1,5,6,0,635,0,82,7,6,10 +thompju02,1998,1,DET,AL,11,15,34,34,5,0,0,666,227,100,20,79,149,0.267,4.05,4,4,2,0,946,0,114,10,6,16 +thompma01,1998,1,COL,NL,1,2,6,6,0,0,0,70,36,20,8,12,14,0.379,7.71,0,1,5,0,116,0,22,2,2,5 +thomsjo01,1998,1,COL,NL,8,11,26,26,2,0,0,483,174,86,21,49,106,0.282,4.81,0,4,2,2,680,0,86,8,5,17 +thurmmi01,1998,1,MON,NL,4,5,14,13,0,0,0,201,60,35,7,26,32,0.238,4.70,2,3,3,0,287,1,38,2,4,3 +timlimi01,1998,1,SEA,AL,3,3,70,0,0,0,19,238,78,26,5,16,60,0.264,2.95,2,0,3,0,321,40,26,4,2,14 +tomkobr01,1998,1,CIN,NL,13,12,34,34,1,0,0,632,198,104,22,64,162,0.247,4.44,3,9,7,1,887,0,111,12,2,10 +trachst01,1998,1,CHN,NL,15,8,33,33,1,0,0,624,204,103,27,84,149,0.260,4.46,5,3,8,2,894,0,107,9,7,12 +trombmi01,1998,1,MIN,AL,6,5,77,1,0,0,1,290,90,39,16,41,89,0.248,3.63,3,6,5,1,413,17,41,2,1,8 +urbinug01,1998,1,MON,NL,6,3,64,0,0,0,34,208,37,10,2,33,94,0.157,1.30,2,3,0,2,272,59,11,2,1,4 +valdeca01,1998,1,BOS,AL,1,0,4,0,0,0,0,10,1,0,0,5,4,0.100,0.00,0,0,0,0,16,1,0,0,1,1 +valdeef01,1998,1,ARI,NL,0,0,6,0,0,0,0,13,7,2,2,1,2,0.368,4.15,0,0,0,0,20,2,2,0,0,1 +valdeis01,1998,1,LAN,NL,11,10,27,27,2,2,0,522,171,77,17,66,122,0.256,3.98,4,4,2,2,745,0,82,5,3,14 +valdema01,1998,1,MON,NL,1,3,20,4,0,0,0,109,41,30,6,21,28,0.285,7.43,2,4,1,0,169,3,34,1,2,4 +vanpoto01,1998,1,TEX,AL,1,2,4,4,0,0,0,58,26,19,5,10,10,0.313,8.84,0,2,1,0,95,0,20,0,1,1 +vanpoto01,1998,2,PIT,NL,1,2,18,7,0,0,0,141,53,28,4,18,32,0.286,5.36,3,5,0,3,208,3,32,3,2,2 +vanrybe01,1998,1,CHN,NL,0,0,9,0,0,0,0,24,9,3,0,6,6,0.290,3.38,0,0,1,0,39,2,3,0,1,0 +vanrybe01,1998,2,SDN,NL,0,1,6,0,0,0,0,8,3,3,0,4,1,0.273,10.13,0,1,1,0,16,1,3,0,0,0 +vanrybe01,1998,3,TOR,AL,0,1,10,0,0,0,0,12,6,4,0,2,3,0.400,9.00,0,0,0,0,17,3,4,0,0,1 +vazquja01,1998,1,MON,NL,5,15,33,32,0,0,0,517,196,116,31,68,139,0.292,6.06,2,2,11,0,764,1,121,9,4,17 +verasda01,1998,1,BOS,AL,0,1,7,0,0,0,0,24,12,9,0,7,2,0.343,10.13,0,2,1,0,43,4,9,0,0,0 +veresda01,1998,1,COL,NL,3,1,63,0,0,0,8,229,67,24,6,27,74,0.233,2.83,2,2,2,2,319,26,26,0,2,3 +villoro01,1998,1,CLE,AL,0,0,25,0,0,0,0,81,30,18,3,22,15,0.297,6.00,0,0,2,0,129,6,18,2,2,3 +wadete01,1998,1,TBA,AL,1,1,2,2,0,0,0,32,14,6,3,2,8,0.318,5.06,0,1,0,0,46,0,6,0,0,1 +wagnebi02,1998,1,HOU,NL,4,3,58,0,0,0,30,180,46,18,6,25,97,0.211,2.70,1,2,0,0,247,50,19,4,0,5 +wagnepa01,1998,1,MIL,NL,1,5,13,9,0,0,0,167,67,44,10,31,37,0.302,7.11,1,3,1,0,261,1,49,5,2,6 +wainhda01,1998,1,COL,NL,1,0,10,0,0,0,0,33,15,6,1,5,3,0.341,4.91,0,1,2,0,51,3,6,0,0,4 +wakefti01,1998,1,BOS,AL,17,8,36,33,2,0,0,648,211,110,30,79,146,0.252,4.58,1,6,14,1,939,1,123,1,8,15 +walkeja01,1998,1,KCA,AL,0,1,6,2,0,0,0,52,30,19,5,3,15,0.380,9.87,0,0,2,0,86,2,20,1,1,1 +walldo01,1998,1,SDN,NL,5,4,46,1,0,0,1,211,50,19,6,32,56,0.202,2.43,2,3,1,1,287,14,20,4,2,5 +wardbr01,1998,1,CHA,AL,1,2,28,0,0,0,1,81,30,10,4,7,17,0.278,3.33,0,0,0,0,116,9,13,0,1,3 +wasdijo01,1998,1,BOS,AL,6,4,47,8,0,0,0,288,111,56,14,27,59,0.288,5.25,8,1,2,0,424,13,57,3,6,2 +washbja01,1998,1,ANA,AL,6,3,15,11,0,0,0,222,70,38,11,27,48,0.248,4.62,1,0,3,0,317,0,40,2,3,3 +watsoal01,1998,1,ANA,AL,6,7,28,14,1,0,0,277,122,62,12,34,64,0.323,6.04,0,6,3,1,421,4,67,0,6,10 +weathda01,1998,1,CIN,NL,2,4,16,9,0,0,0,187,86,43,3,27,51,0.330,6.21,2,5,1,1,294,0,47,4,1,6 +weathda01,1998,2,MIL,NL,4,1,28,0,0,0,0,143,44,17,3,14,43,0.246,3.21,1,2,2,1,198,9,22,2,1,5 +weaveer01,1998,1,LAN,NL,2,0,7,0,0,0,0,29,5,1,1,6,5,0.179,0.93,0,0,0,0,35,4,1,1,0,3 +weberne01,1998,1,ARI,NL,0,0,4,0,0,0,0,7,5,3,0,3,4,0.417,11.57,0,0,0,0,15,0,3,0,0,0 +welchmi03,1998,1,PHI,NL,0,2,10,2,0,0,0,62,26,19,7,7,15,0.310,8.27,0,0,2,0,94,0,19,1,0,2 +wellsbo01,1998,1,SEA,AL,2,2,30,0,0,0,0,155,54,35,12,16,29,0.261,6.10,1,1,2,0,228,4,38,2,1,3 +wellsda01,1998,1,NYA,AL,18,4,30,30,8,5,0,643,195,83,29,29,163,0.239,3.49,0,2,1,0,851,0,86,2,2,14 +wendetu01,1998,1,NYN,NL,5,1,66,0,0,0,4,230,62,25,4,33,58,0.221,2.93,9,1,2,0,319,17,25,2,1,4 +wengedo01,1998,1,SDN,NL,0,0,10,0,0,0,1,41,21,9,2,5,5,0.356,5.93,0,0,0,0,64,3,9,0,0,2 +wengedo01,1998,2,CHN,NL,1,5,21,6,0,0,0,149,55,28,8,23,41,0.279,5.07,0,1,3,0,224,6,29,1,0,5 +westda01,1998,1,BOS,AL,0,0,6,0,0,0,0,6,7,6,1,7,4,0.538,27.00,0,1,0,0,20,0,6,0,0,0 +wettejo01,1998,1,TEX,AL,3,1,63,0,0,0,42,186,47,14,6,14,72,0.203,2.03,1,1,0,0,249,59,17,2,2,2 +whisema01,1998,1,KCA,AL,2,1,70,0,0,0,2,182,61,33,3,33,45,0.271,4.90,2,9,3,0,267,23,37,1,5,9 +whitega01,1998,1,CIN,NL,5,5,69,3,0,0,9,296,86,44,17,27,83,0.231,4.01,6,3,1,0,404,29,46,2,2,2 +whitema01,1998,1,CLE,AL,0,0,1,0,0,0,0,3,1,1,0,2,3,0.250,9.00,0,0,1,0,7,1,1,0,0,0 +whitema02,1998,1,PHI,NL,1,1,10,0,0,0,0,54,27,17,6,5,14,0.338,8.50,0,0,0,1,85,1,18,0,0,1 +whiteri01,1998,1,TBA,AL,2,6,38,3,0,0,0,206,66,29,8,23,39,0.253,3.80,2,3,2,0,289,12,32,0,3,6 +wickmbo01,1998,1,MIL,NL,6,9,72,0,0,0,25,247,79,34,5,39,71,0.262,3.72,2,1,4,0,357,51,38,10,3,14 +wilkima01,1998,1,PIT,NL,0,0,16,0,0,0,0,46,13,6,1,9,17,0.236,3.52,2,1,2,1,67,6,6,0,1,2 +willimi03,1998,1,PIT,NL,4,2,37,1,0,0,0,153,39,11,1,16,59,0.211,1.94,4,3,0,0,204,9,12,1,2,0 +willito02,1998,1,CIN,NL,0,1,6,0,0,0,0,28,15,8,1,6,4,0.341,7.71,0,0,0,0,50,2,8,0,0,0 +williwo02,1998,1,TOR,AL,10,9,32,32,1,1,0,629,196,104,36,81,151,0.245,4.46,3,2,2,1,894,0,112,5,6,10 +wilsotr01,1998,1,ANA,AL,0,0,15,0,0,0,0,23,8,3,0,5,6,0.267,3.52,2,0,1,0,37,2,4,0,1,1 +winchsc01,1998,1,CIN,NL,3,6,16,16,1,0,0,237,101,51,12,27,40,0.312,5.81,2,3,4,0,359,0,56,2,2,11 +winstda01,1998,1,PHI,NL,2,2,27,0,0,0,1,75,31,17,7,6,11,0.298,6.12,0,1,2,0,114,5,18,2,0,1 +witasja01,1998,1,OAK,AL,1,3,7,3,0,0,0,81,36,19,9,15,29,0.310,6.33,1,2,0,0,131,1,24,0,0,2 +withesh01,1998,1,TOR,AL,0,0,1,0,0,0,0,9,3,1,0,2,2,0.250,3.00,0,0,0,0,14,0,1,0,0,0 +wittbo01,1998,1,TEX,AL,5,4,14,13,0,0,0,208,95,59,14,33,30,0.328,7.66,1,2,0,1,329,0,62,2,4,5 +wittbo01,1998,2,SLN,NL,2,5,17,5,0,0,0,142,55,26,7,20,28,0.289,4.94,1,1,2,1,217,8,32,4,1,4 +wohlema01,1998,1,ATL,NL,0,1,27,0,0,0,8,61,18,23,2,33,22,0.231,10.18,0,7,1,0,113,17,23,1,0,0 +wolcobo01,1998,1,ARI,NL,1,3,6,6,0,0,0,99,32,26,7,13,21,0.252,7.09,1,1,0,0,141,0,27,1,0,3 +woodabr01,1998,1,MIL,NL,7,9,31,20,0,0,0,414,145,76,25,47,85,0.273,4.96,4,3,6,0,594,4,81,7,2,16 +woodast01,1998,1,MIL,NL,10,12,34,26,0,0,0,497,170,77,19,33,135,0.264,4.18,4,3,9,2,692,2,83,2,4,13 +woodke02,1998,1,CHN,NL,13,6,26,26,1,1,0,500,117,63,14,85,233,0.196,3.40,1,6,11,3,699,0,69,2,4,3 +worreti01,1998,1,DET,AL,2,6,15,9,0,0,0,185,66,41,11,19,47,0.270,5.98,2,0,1,0,265,0,42,0,1,5 +worreti01,1998,2,CLE,AL,0,0,3,0,0,0,0,16,6,3,0,2,2,0.300,5.06,0,0,0,0,24,1,3,0,2,0 +worreti01,1998,3,OAK,AL,0,1,25,0,0,0,0,108,34,16,5,8,33,0.241,4.00,1,2,0,0,151,4,17,2,0,1 +wrighja01,1998,1,COL,NL,9,14,34,34,1,0,0,619,235,130,24,95,86,0.294,5.67,3,6,11,3,919,0,143,8,6,29 +wrighja02,1998,1,CLE,AL,12,10,32,32,1,1,0,578,207,101,22,87,140,0.277,4.72,4,6,11,0,855,0,109,4,6,18 +yanes01,1998,1,TBA,AL,5,4,64,0,0,0,1,266,78,38,11,41,77,0.236,3.86,2,6,5,0,381,18,41,1,3,7 +yoshima01,1998,1,NYN,NL,6,8,29,29,1,0,0,515,166,75,22,53,117,0.255,3.93,5,5,6,1,724,0,79,9,4,15 +youngti01,1998,1,MON,NL,0,0,10,0,0,0,0,18,6,4,0,4,7,0.250,6.00,0,0,0,0,29,0,4,1,0,0 +abbotji01,1999,1,MIL,NL,2,8,20,15,0,0,0,246,110,63,14,42,37,0.317,6.91,3,7,2,0,394,3,71,2,1,9 +abbotpa01,1999,1,SEA,AL,6,2,25,7,0,0,0,218,50,25,9,32,68,0.193,3.10,3,2,0,0,298,8,31,3,4,3 +aceveju01,1999,1,SLN,NL,6,8,50,12,0,0,4,307,115,67,17,48,52,0.291,5.89,3,5,4,0,457,21,71,4,6,12 +adamste01,1999,1,CHN,NL,6,3,52,0,0,0,13,195,60,29,9,28,57,0.245,4.02,2,6,0,0,277,38,33,1,3,7 +aguilri01,1999,1,MIN,AL,3,1,17,0,0,0,6,64,10,3,2,2,13,0.135,1.27,0,1,0,1,76,16,3,0,0,0 +aguilri01,1999,2,CHN,NL,6,3,44,0,0,0,8,139,44,19,6,10,32,0.254,3.69,1,3,2,0,191,25,22,4,2,6 +aldresc01,1999,1,TBA,AL,3,2,37,0,0,0,0,73,26,14,1,14,22,0.274,5.18,0,1,2,0,114,9,15,2,1,1 +aldresc01,1999,2,PHI,NL,1,1,29,0,0,0,1,97,33,14,1,15,19,0.277,3.90,3,3,0,0,140,5,15,1,5,0 +alfonan01,1999,1,FLO,NL,4,5,73,0,0,0,21,233,79,28,4,29,46,0.274,3.24,6,1,4,0,325,49,28,3,1,12 +almanar01,1999,1,FLO,NL,0,1,14,0,0,0,0,47,8,3,1,9,20,0.154,1.72,1,0,1,1,64,2,4,1,1,1 +almanca01,1999,1,SDN,NL,0,0,28,0,0,0,0,112,48,31,6,15,30,0.316,7.47,2,2,3,0,173,11,32,2,1,6 +almonhe01,1999,1,FLO,NL,0,2,15,0,0,0,0,45,20,7,1,6,8,0.339,4.20,2,2,0,0,67,6,7,1,1,2 +alvarju01,1999,1,ANA,AL,0,1,8,0,0,0,0,9,1,1,0,4,4,0.111,3.00,0,1,0,0,14,1,1,1,0,0 +alvarwi01,1999,1,TBA,AL,9,9,28,28,1,0,0,480,159,75,22,79,128,0.260,4.22,1,3,6,0,703,0,92,3,3,25 +anderbr02,1999,1,ARI,NL,8,2,31,19,2,1,1,390,144,66,18,28,75,0.279,4.57,3,0,1,2,549,4,69,4,0,10 +anderji02,1999,1,PIT,NL,2,1,13,4,0,0,0,88,25,13,2,16,13,0.234,3.99,2,4,1,0,127,2,15,2,1,6 +anderma01,1999,1,DET,AL,2,1,37,0,0,0,0,114,33,24,8,35,32,0.232,5.68,1,3,1,0,180,9,27,0,2,2 +ankieri01,1999,1,SLN,NL,0,1,9,5,0,0,1,99,26,12,2,14,39,0.215,3.27,0,2,1,0,137,1,12,1,0,2 +appieke01,1999,1,KCA,AL,9,9,22,22,1,0,0,421,153,76,18,51,78,0.279,4.87,3,5,6,0,613,0,81,5,3,14 +appieke01,1999,2,OAK,AL,7,5,12,12,0,0,0,206,77,44,9,33,53,0.280,5.77,1,5,1,1,313,0,50,2,2,5 +armasto02,1999,1,MON,NL,0,1,1,1,0,0,0,18,8,1,0,2,2,0.320,1.50,1,2,0,0,28,0,4,0,1,1 +arnolja01,1999,1,LAN,NL,2,4,36,3,0,0,1,207,81,42,6,34,26,0.300,5.48,2,3,6,0,313,18,50,3,0,18 +arrojro01,1999,1,TBA,AL,7,12,24,24,2,0,0,422,162,81,23,60,107,0.296,5.18,2,2,14,0,630,0,84,5,3,15 +ashbyan01,1999,1,SDN,NL,14,10,31,31,4,3,0,618,204,87,26,54,132,0.258,3.80,4,6,7,0,862,0,95,10,1,21 +assenpa01,1999,1,CLE,AL,2,1,55,0,0,0,0,99,50,30,6,17,29,0.347,8.18,5,1,1,1,165,8,32,1,2,2 +astacpe01,1999,1,COL,NL,17,11,34,34,7,0,0,696,258,130,38,75,210,0.285,5.04,6,5,11,0,1008,0,140,6,10,20 +averyst01,1999,1,CIN,NL,6,7,19,19,0,0,0,288,75,55,11,78,51,0.222,5.16,0,4,1,1,426,0,62,3,6,10 +ayalabo01,1999,1,MON,NL,1,6,53,0,0,0,0,198,60,27,6,34,64,0.235,3.68,1,4,4,0,300,17,36,4,3,1 +ayalabo01,1999,2,CHN,NL,0,1,13,0,0,0,0,48,11,5,4,5,15,0.193,2.81,1,1,2,0,65,4,7,1,0,2 +aybarma01,1999,1,SLN,NL,4,5,65,1,0,0,3,291,104,59,13,36,74,0.272,5.47,3,1,4,2,430,22,67,4,3,7 +baldwja01,1999,1,CHA,AL,12,13,35,33,1,0,0,598,219,113,34,81,123,0.278,5.10,1,11,7,1,886,1,119,4,7,17 +balejo01,1999,1,TOR,AL,0,0,1,0,0,0,0,6,2,3,1,2,4,0.250,13.50,0,0,0,0,10,0,3,0,0,0 +barbebr02,1999,1,KCA,AL,1,3,8,3,0,0,1,56,31,20,6,10,7,0.383,9.64,2,0,2,0,95,1,20,1,1,1 +barkeri01,1999,1,CHN,NL,0,0,5,0,0,0,0,15,6,4,0,4,3,0.300,7.20,1,1,0,0,25,1,4,0,1,0 +batismi01,1999,1,MON,NL,8,7,39,17,2,1,1,404,146,73,10,58,95,0.280,4.88,2,6,7,0,606,3,88,8,11,12 +beckro01,1999,1,CHN,NL,2,4,31,0,0,0,7,90,41,26,5,13,13,0.331,7.80,3,1,0,0,141,19,26,2,2,3 +beckro01,1999,2,BOS,AL,0,1,12,0,0,0,3,42,9,3,0,5,12,0.184,1.93,0,0,1,0,55,8,3,0,0,0 +belchti01,1999,1,ANA,AL,6,8,24,24,0,0,0,397,168,99,27,46,52,0.315,6.73,0,7,5,1,600,0,104,6,9,10 +belinst01,1999,1,CIN,NL,3,1,29,0,0,0,2,128,42,25,11,18,40,0.258,5.27,3,3,1,0,185,12,26,2,1,1 +beltrri01,1999,1,NYN,NL,1,1,21,0,0,0,0,93,30,12,5,12,35,0.250,3.48,2,6,0,0,134,10,15,2,0,0 +beltrri01,1999,2,COL,NL,0,0,12,0,0,0,0,33,20,9,2,7,15,0.385,7.36,1,1,1,0,61,2,9,1,0,0 +benesal01,1999,1,SLN,NL,0,0,2,0,0,0,0,6,2,0,0,0,2,0.286,0.00,0,0,0,0,7,2,0,0,0,1 +benesan01,1999,1,ARI,NL,13,12,33,32,0,0,0,595,216,106,34,82,141,0.273,4.81,3,10,4,0,886,0,117,6,3,11 +benitar01,1999,1,NYN,NL,4,3,77,0,0,0,22,234,40,16,4,41,128,0.148,1.85,4,2,0,0,312,42,17,0,0,4 +bennejo02,1999,1,PHI,NL,2,1,5,3,0,0,0,51,26,17,10,7,13,0.351,9.00,0,0,0,0,83,0,17,2,0,0 +bennesh01,1999,1,MON,NL,0,1,5,1,0,0,0,34,24,18,4,3,4,0.444,14.29,0,0,1,0,59,1,18,0,1,1 +bensokr01,1999,1,PIT,NL,11,14,31,31,2,0,0,590,184,89,16,83,139,0.249,4.07,5,2,6,1,840,0,105,6,7,22 +bereja01,1999,1,CIN,NL,3,0,12,10,0,0,0,130,56,33,6,40,28,0.326,6.85,3,2,2,0,220,0,37,5,1,3 +bereja01,1999,2,MIL,NL,2,0,5,4,0,0,0,70,23,12,3,10,19,0.256,4.63,0,4,0,0,102,0,15,1,1,1 +bergmse01,1999,1,HOU,NL,4,6,19,16,2,1,0,297,130,59,9,26,38,0.332,5.36,1,3,3,0,428,1,60,3,4,19 +bergmse01,1999,2,ATL,NL,1,0,6,0,0,0,0,19,5,2,0,3,6,0.217,2.84,0,0,0,0,27,1,2,1,0,0 +billibr01,1999,1,FLO,NL,0,0,8,0,0,0,0,23,11,14,3,10,3,0.379,16.43,0,1,2,0,42,3,14,0,1,2 +blairwi01,1999,1,DET,AL,3,11,39,16,0,0,0,402,169,102,29,44,82,0.308,6.85,0,5,4,0,604,8,107,3,4,9 +bochtdo01,1999,1,LAN,NL,0,0,12,0,0,0,0,39,11,8,3,6,7,0.224,5.54,1,1,1,0,58,4,8,1,1,0 +boehrbr01,1999,1,SDN,NL,6,5,33,11,0,0,0,283,97,34,10,35,64,0.267,3.24,4,2,1,0,409,8,38,6,4,7 +boggswa01,1999,1,TBA,AL,0,0,1,0,0,0,0,4,3,1,0,0,1,0.429,6.75,0,0,0,0,7,1,1,0,0,0 +bohanbr01,1999,1,COL,NL,12,12,33,33,3,1,0,592,236,136,30,92,120,0.305,6.20,1,6,14,0,903,0,146,18,3,20 +bonesri01,1999,1,BAL,AL,0,3,30,2,0,0,0,131,59,29,7,19,26,0.322,5.98,0,3,2,0,207,7,29,2,1,3 +borbope02,1999,1,LAN,NL,4,3,70,0,0,0,1,152,39,23,5,29,33,0.209,4.09,1,1,1,0,220,11,23,0,3,2 +borkoda01,1999,1,DET,AL,2,6,17,12,0,0,0,230,86,52,10,40,50,0.283,6.10,0,3,4,0,351,2,58,1,2,9 +bottari01,1999,1,SLN,NL,3,7,68,0,0,0,20,220,83,40,8,49,66,0.284,4.91,1,6,3,0,347,40,45,3,0,3 +botteke01,1999,1,SLN,NL,18,7,31,31,0,0,0,571,197,84,21,89,124,0.270,3.97,5,1,5,0,843,0,91,11,9,9 +bowiemi01,1999,1,ATL,NL,0,1,3,0,0,0,0,12,8,6,1,4,2,0.421,13.50,0,0,0,0,23,2,6,0,0,1 +bowiemi01,1999,2,CHN,NL,2,6,11,11,0,0,0,141,73,52,8,30,39,0.358,9.96,2,4,2,2,242,0,54,3,3,0 +boydja02,1999,1,PIT,NL,0,0,4,0,0,0,0,16,5,2,0,2,4,0.250,3.38,0,1,1,0,24,0,2,0,1,0 +bradfch01,1999,1,CHA,AL,0,0,3,0,0,0,0,11,9,8,1,5,0,0.474,19.64,0,1,0,0,24,0,8,0,0,0 +brantje01,1999,1,PHI,NL,1,2,10,0,0,0,5,26,5,5,0,8,11,0.161,5.19,0,0,0,0,40,9,6,0,1,0 +brewebi01,1999,1,PHI,NL,1,1,25,0,0,0,2,77,30,20,4,14,28,0.294,7.01,1,1,0,0,118,8,20,1,1,2 +brocado01,1999,1,DET,AL,4,4,70,0,0,0,2,246,60,23,7,25,78,0.206,2.52,1,4,4,1,326,22,23,4,2,8 +brockch01,1999,1,SFN,NL,6,8,19,19,0,0,0,320,124,65,18,41,76,0.291,5.48,2,8,4,2,479,0,69,5,3,6 +broweji01,1999,1,CLE,AL,3,1,9,2,0,0,0,77,27,13,8,10,18,0.270,4.56,1,0,1,0,113,1,13,1,1,1 +brownke01,1999,1,LAN,NL,18,9,35,35,5,1,0,757,210,84,19,59,221,0.222,3.00,1,4,7,1,1018,0,99,7,1,19 +brownma04,1999,1,COL,NL,0,2,7,7,0,0,0,89,42,26,8,8,21,0.333,7.89,0,2,1,0,139,0,26,4,0,2 +brunswi01,1999,1,DET,AL,1,0,17,0,0,0,0,36,18,8,3,6,9,0.367,6.00,1,0,0,0,58,1,9,1,2,3 +buddimi01,1999,1,NYA,AL,0,0,2,0,0,0,0,6,3,1,1,0,1,0.333,4.50,0,0,0,0,9,0,1,0,0,0 +bulliki01,1999,1,BOS,AL,0,0,4,0,0,0,0,6,2,1,0,2,0,0.286,4.50,0,0,0,0,9,0,1,0,0,0 +bunchme01,1999,1,SEA,AL,0,0,5,1,0,0,0,30,20,13,3,7,4,0.426,11.70,0,0,0,0,55,4,13,0,1,1 +burbada01,1999,1,CLE,AL,15,9,34,34,1,0,0,660,211,104,30,96,174,0.254,4.25,3,13,8,0,940,0,113,2,3,21 +burkejo03,1999,1,TEX,AL,9,8,30,25,0,0,0,442,184,92,18,46,96,0.307,5.62,1,4,3,0,656,1,95,5,3,16 +burneaj01,1999,1,FLO,NL,4,2,7,7,0,0,0,124,37,16,3,25,33,0.242,3.48,2,0,0,0,182,0,23,1,3,2 +busbymi01,1999,1,SLN,NL,0,1,15,0,0,0,0,53,21,14,2,14,7,0.304,7.13,0,1,2,0,86,3,15,0,0,4 +byrdati01,1999,1,KCA,AL,0,3,33,0,0,0,1,74,32,21,5,20,17,0.308,7.66,2,3,1,1,128,5,24,3,0,2 +byrdpa01,1999,1,PHI,NL,15,11,32,32,1,0,0,599,205,102,34,70,106,0.265,4.60,2,11,17,3,872,0,119,5,6,17 +cabrejo01,1999,1,HOU,NL,4,0,26,0,0,0,0,88,21,7,3,9,28,0.196,2.15,2,4,0,0,119,11,7,0,3,0 +callami01,1999,1,TBA,AL,1,2,5,4,0,0,0,58,30,16,2,14,11,0.357,7.45,1,1,0,0,99,0,20,0,1,3 +candito01,1999,1,OAK,AL,3,5,11,11,0,0,0,170,67,40,11,23,30,0.298,6.35,0,9,2,0,254,0,46,0,4,8 +candito01,1999,2,CLE,AL,1,1,7,2,0,0,0,44,19,18,3,7,11,0.306,11.05,0,4,1,0,72,1,18,2,0,0 +carlsda01,1999,1,ARI,NL,0,0,2,0,0,0,0,12,5,4,0,0,3,0.278,9.00,0,0,0,0,18,1,4,0,0,0 +carlybu01,1999,1,SDN,NL,1,3,7,7,0,0,0,113,36,25,7,17,29,0.257,5.97,0,1,2,0,162,0,28,1,2,2 +carmora01,1999,1,SEA,AL,1,0,9,0,0,0,0,34,18,10,3,9,0,0.409,7.94,1,0,0,0,57,3,11,2,2,2 +carpech01,1999,1,TOR,AL,9,8,24,24,4,1,0,450,177,73,16,48,106,0.294,4.38,1,9,3,1,663,0,81,4,6,13 +carrahe01,1999,1,MIN,AL,2,3,39,0,0,0,1,147,48,27,3,18,35,0.261,4.96,0,4,1,0,204,10,29,0,1,8 +cartela02,1999,1,KCA,AL,0,1,6,0,0,0,0,16,3,3,2,3,3,0.167,5.06,0,0,0,0,21,3,3,0,0,1 +castica02,1999,1,CHA,AL,2,2,18,2,0,0,0,123,45,26,10,14,23,0.274,5.71,1,0,0,2,178,6,26,0,0,0 +cathemi01,1999,1,ATL,NL,1,0,4,0,0,0,0,8,5,3,2,1,0,0.417,10.13,0,0,0,0,13,0,3,0,0,0 +charlno01,1999,1,TBA,AL,2,3,42,0,0,0,0,152,49,25,4,36,45,0.257,4.44,0,4,1,0,233,9,29,2,3,5 +checoro01,1999,1,LAN,NL,2,2,9,2,0,0,0,47,24,18,5,13,11,0.333,10.34,1,2,0,0,85,1,20,0,0,0 +chenbr01,1999,1,ATL,NL,2,2,16,7,0,0,0,153,38,31,11,27,45,0.208,5.47,3,0,2,0,214,3,32,1,1,3 +choji01,1999,1,BOS,AL,2,3,9,7,0,0,0,118,45,25,7,8,16,0.287,5.72,0,0,2,0,171,1,26,1,3,2 +chouibo01,1999,1,ARI,NL,5,2,32,0,0,0,1,121,31,12,3,12,23,0.220,2.68,2,1,0,0,161,9,16,4,4,4 +chrisja01,1999,1,PIT,NL,2,3,39,0,0,0,3,113,26,17,2,22,35,0.198,4.06,4,0,2,0,158,17,17,2,1,6 +clarkma01,1999,1,TEX,AL,3,7,15,15,0,0,0,223,103,71,17,34,44,0.329,8.60,1,7,1,0,353,0,73,1,4,2 +clemema01,1999,1,SDN,NL,10,12,31,31,0,0,0,542,190,90,18,86,135,0.273,4.48,2,11,9,0,803,0,106,7,6,28 +clemero02,1999,1,NYA,AL,14,10,30,30,1,1,0,563,185,96,20,90,163,0.261,4.60,0,8,9,0,822,0,101,10,5,15 +clontbr01,1999,1,PIT,NL,1,3,56,0,0,0,2,148,49,15,6,24,40,0.254,2.74,5,2,3,0,223,16,21,2,1,3 +cloudke01,1999,1,SEA,AL,4,4,31,6,0,0,1,217,106,64,10,46,35,0.346,7.96,5,8,5,0,362,8,67,1,4,7 +colonba01,1999,1,CLE,AL,18,5,32,32,1,1,0,615,185,90,24,76,161,0.242,3.95,5,4,7,0,858,0,97,5,4,16 +coneda01,1999,1,NYA,AL,12,9,31,31,1,1,0,580,164,74,21,90,177,0.229,3.44,2,7,11,1,827,0,84,5,6,11 +cookde01,1999,1,NYN,NL,10,5,71,0,0,0,3,189,50,27,11,27,68,0.216,3.86,1,0,1,0,262,12,27,1,2,6 +coopebr01,1999,1,ANA,AL,1,1,5,5,0,0,0,83,23,15,3,18,15,0.228,4.88,0,0,4,0,124,0,15,0,1,3 +coppiro01,1999,1,BAL,AL,0,1,11,2,0,0,0,65,25,20,8,19,17,0.294,8.31,0,0,0,0,105,7,21,0,1,1 +coppiro01,1999,2,MIL,NL,5,3,29,0,0,0,0,110,35,15,5,23,39,0.250,3.68,3,1,0,0,164,10,16,0,1,1 +corbiar01,1999,1,FLO,NL,0,1,17,0,0,0,0,63,25,17,2,15,30,0.291,7.29,0,3,1,0,104,4,20,1,1,1 +cordefr01,1999,1,DET,AL,2,2,20,0,0,0,0,57,19,7,2,18,19,0.284,3.32,2,1,0,0,91,4,7,2,4,2 +cordofr01,1999,1,PIT,NL,8,10,27,27,2,0,0,482,166,79,16,59,98,0.273,4.43,6,5,4,0,682,0,83,7,4,16 +cormirh01,1999,1,BOS,AL,2,0,60,0,0,0,0,190,61,26,4,18,39,0.246,3.69,2,1,5,0,275,7,34,1,3,5 +cornere01,1999,1,FLO,NL,1,0,5,2,0,0,0,58,16,7,0,5,12,0.229,3.26,1,1,0,0,76,0,7,1,0,2 +corsiji01,1999,1,BOS,AL,1,2,23,0,0,0,0,72,25,14,4,19,14,0.284,5.25,3,0,2,0,113,5,15,3,1,0 +corsiji01,1999,2,BAL,AL,0,1,13,0,0,0,0,40,15,4,2,1,8,0.294,2.70,0,0,0,0,53,3,4,1,0,0 +corteda01,1999,1,ATL,NL,0,0,4,0,0,0,0,11,3,2,0,4,2,0.214,4.91,0,2,0,0,18,4,3,0,0,0 +crabtti01,1999,1,TEX,AL,5,1,68,0,0,0,0,195,71,25,4,18,54,0.280,3.46,1,5,1,0,275,21,26,1,1,8 +creekdo01,1999,1,CHN,NL,0,0,3,0,0,0,0,18,6,7,1,8,6,0.261,10.50,1,1,0,0,32,2,7,0,1,0 +crousri01,1999,1,SLN,NL,3,7,59,0,0,0,3,215,68,33,9,43,88,0.247,4.14,4,9,3,0,329,12,42,7,1,5 +cruzne01,1999,1,DET,AL,2,5,29,6,0,0,0,200,74,42,11,23,46,0.281,5.67,1,2,3,0,295,10,44,2,4,4 +cunnawi01,1999,1,SDN,NL,2,1,24,0,0,0,0,93,34,18,8,12,22,0.293,5.23,3,3,0,0,130,2,19,2,0,6 +daalom01,1999,1,ARI,NL,16,9,32,32,2,1,0,644,188,87,21,79,148,0.236,3.65,3,3,7,2,895,0,92,4,7,18 +daleca01,1999,1,MIL,NL,0,1,4,0,0,0,0,12,8,9,2,6,4,0.400,20.25,0,0,1,0,27,1,9,0,0,0 +damicje01,1999,1,MIL,NL,0,0,1,0,0,0,0,3,1,0,0,0,1,0.250,0.00,0,0,0,0,4,1,0,0,0,0 +danekpa01,1999,1,CHA,AL,0,0,3,2,0,0,0,45,14,7,1,6,5,0.255,4.20,0,0,0,0,64,1,8,2,1,1 +darenvi01,1999,1,FLO,NL,0,1,56,0,0,0,0,104,50,34,3,21,16,0.340,8.83,1,1,5,3,180,5,36,5,2,2 +davenjo01,1999,1,CHA,AL,0,0,3,0,0,0,0,5,1,0,0,2,0,0.200,0.00,0,0,0,0,7,2,0,0,0,1 +daveyto01,1999,1,TOR,AL,1,1,29,0,0,0,1,132,40,23,5,26,42,0.241,4.70,0,6,3,0,198,10,28,1,2,4 +daveyto01,1999,2,SEA,AL,1,0,16,0,0,0,0,63,22,11,0,14,17,0.268,4.71,1,0,4,0,100,5,13,0,0,4 +davisdo02,1999,1,TEX,AL,0,0,2,0,0,0,0,8,12,10,3,0,3,0.600,33.75,0,0,0,0,20,0,10,0,0,0 +deharri01,1999,1,MON,NL,0,0,3,0,0,0,0,5,6,4,2,3,1,0.545,21.60,1,0,0,0,14,0,4,0,0,0 +dejeami01,1999,1,COL,NL,2,4,56,0,0,0,0,183,83,57,13,32,31,0.335,8.41,8,3,2,0,288,17,61,3,3,12 +delosva01,1999,1,MIL,NL,0,1,7,0,0,0,0,25,12,6,1,7,5,0.343,6.48,0,1,1,0,43,3,6,0,0,0 +deltomi01,1999,1,SFN,NL,0,0,14,0,0,0,0,71,24,11,5,11,20,0.264,4.18,0,0,0,0,102,2,11,0,0,4 +delucri01,1999,1,CLE,AL,0,1,6,0,0,0,0,28,13,7,4,9,7,0.317,6.75,2,1,0,0,50,2,7,0,0,0 +dempsry01,1999,1,FLO,NL,7,8,25,25,0,0,0,441,146,77,21,93,126,0.262,4.71,2,8,6,0,666,0,77,3,6,14 +depause01,1999,1,CLE,AL,0,0,11,0,0,0,0,35,8,6,0,3,18,0.200,4.63,0,0,0,0,45,4,6,2,0,1 +dipotje01,1999,1,COL,NL,4,5,63,0,0,0,1,260,91,41,10,44,69,0.279,4.26,4,6,3,0,379,18,44,1,5,11 +doteloc01,1999,1,NYN,NL,8,3,19,14,0,0,0,256,69,51,12,49,85,0.226,5.38,1,3,6,2,368,1,52,3,5,5 +doughji01,1999,1,PIT,NL,0,0,2,0,0,0,0,6,3,2,0,3,1,0.333,9.00,0,0,0,0,12,0,3,0,0,1 +dreifda01,1999,1,LAN,NL,13,13,30,29,1,1,0,536,177,95,20,76,140,0.260,4.79,2,9,7,4,773,0,105,8,2,16 +durbich01,1999,1,KCA,AL,0,0,1,0,0,0,0,7,1,0,0,1,3,0.125,0.00,0,1,0,0,9,0,0,0,0,0 +duvalmi01,1999,1,TBA,AL,1,1,40,0,0,0,0,120,46,18,5,27,18,0.293,4.05,1,4,2,1,188,7,21,1,1,9 +ebertde01,1999,1,ATL,NL,0,1,5,0,0,0,1,24,9,5,2,5,4,0.300,5.63,1,0,0,0,35,3,5,0,0,2 +edmonbr01,1999,1,FLO,NL,5,8,68,0,0,0,1,282,106,61,11,44,58,0.290,5.84,5,5,6,0,428,14,65,6,7,10 +eilanda01,1999,1,TBA,AL,4,8,21,15,0,0,0,241,98,50,8,27,53,0.294,5.60,1,2,3,1,369,0,59,2,4,4 +elartsc01,1999,1,HOU,NL,9,5,42,15,0,0,1,372,111,48,8,43,121,0.238,3.48,0,3,4,0,524,8,55,7,4,6 +eldreca01,1999,1,MIL,NL,2,8,20,15,0,0,0,246,101,71,19,46,60,0.297,7.79,0,8,1,1,392,2,75,2,3,6 +embreal01,1999,1,SFN,NL,3,2,68,0,0,0,0,176,42,22,6,26,53,0.200,3.38,2,3,3,0,244,13,22,3,2,5 +erdosto01,1999,1,NYA,AL,0,0,4,0,0,0,0,21,5,3,2,4,4,0.192,3.86,0,1,0,0,31,1,4,0,1,0 +ericksc01,1999,1,BAL,AL,15,12,34,34,6,3,0,691,244,123,27,99,106,0.280,4.81,4,10,11,0,995,0,127,7,6,41 +escobke01,1999,1,TOR,AL,14,11,33,30,1,0,0,522,203,110,19,81,129,0.293,5.69,2,6,10,1,795,2,118,2,8,15 +estessh01,1999,1,SFN,NL,11,11,32,32,1,1,0,609,209,111,21,112,159,0.268,4.92,2,15,5,1,914,0,121,14,3,15 +estraho01,1999,1,MIL,NL,0,0,4,0,0,0,0,22,10,6,4,4,5,0.313,7.36,0,0,0,0,36,2,6,0,0,0 +eyresc01,1999,1,CHA,AL,1,1,21,0,0,0,0,75,38,21,6,15,17,0.339,7.56,2,1,1,0,129,8,22,0,1,2 +falkebr01,1999,1,BAL,AL,0,0,2,0,0,0,0,9,2,0,0,2,1,0.200,0.00,0,0,0,0,12,0,0,0,0,1 +faltest01,1999,1,MIL,NL,0,0,10,0,0,0,0,36,18,10,3,3,5,0.375,7.50,0,0,0,0,52,3,10,0,1,5 +farnsky01,1999,1,CHN,NL,5,9,27,21,1,1,0,390,140,73,28,52,70,0.271,5.05,1,7,3,1,579,1,80,6,2,3 +fasseje01,1999,1,SEA,AL,4,14,30,24,0,0,0,417,188,114,34,73,101,0.321,7.38,3,7,4,0,669,1,123,1,6,9 +fasseje01,1999,2,TEX,AL,1,0,7,3,0,0,0,52,20,11,1,10,13,0.286,5.71,0,2,0,0,82,1,12,1,1,2 +fernaal01,1999,1,FLO,NL,7,8,24,24,1,0,0,423,135,53,10,41,91,0.252,3.38,1,2,4,0,590,0,60,3,6,14 +fettemi01,1999,1,BAL,AL,1,0,27,0,0,0,0,93,35,20,5,22,22,0.278,5.81,2,1,2,1,151,10,23,1,0,1 +finlech01,1999,1,ANA,AL,12,11,33,33,1,0,0,640,197,105,23,94,200,0.246,4.43,2,15,8,0,913,0,117,7,3,19 +floribr01,1999,1,DET,AL,2,1,27,3,0,0,0,154,61,26,6,20,40,0.292,4.56,2,4,1,0,234,6,31,3,1,4 +floribr01,1999,2,BOS,AL,2,0,14,2,0,0,0,90,33,16,2,15,25,0.282,4.80,3,4,1,0,134,4,19,0,1,6 +fossato01,1999,1,NYA,AL,0,0,5,0,0,0,0,3,6,4,1,1,0,0.667,36.00,1,0,0,0,10,0,4,0,0,0 +foulkke01,1999,1,CHA,AL,3,3,67,0,0,0,9,316,72,26,11,21,123,0.188,2.22,4,1,3,0,411,31,28,3,0,4 +foxch02,1999,1,MIL,NL,0,0,6,0,0,0,0,20,11,8,1,4,12,0.355,10.80,0,1,1,1,36,2,8,0,0,1 +francjo01,1999,1,NYN,NL,0,2,46,0,0,0,19,122,40,13,1,19,41,0.255,2.88,1,0,2,0,182,34,14,3,1,2 +francma01,1999,1,NYN,NL,0,0,2,0,0,0,0,4,3,2,1,3,2,0.429,13.50,0,0,0,0,10,2,2,0,0,0 +frankry01,1999,1,SEA,AL,0,0,6,0,0,0,0,34,10,6,2,8,6,0.238,4.76,1,0,1,0,51,2,6,0,0,2 +frascjo01,1999,1,ARI,NL,1,4,26,0,0,0,0,99,31,15,6,12,15,0.256,4.09,4,0,1,0,136,10,16,1,1,5 +frascjo01,1999,2,TOR,AL,7,1,33,0,0,0,1,111,42,14,5,9,22,0.292,3.41,4,5,1,0,161,14,16,5,2,2 +fussech01,1999,1,KCA,AL,0,5,17,8,0,0,2,168,72,46,9,36,37,0.329,7.39,3,6,5,0,265,3,51,1,4,10 +fyhrimi01,1999,1,ANA,AL,0,4,16,7,0,0,0,155,61,29,8,21,26,0.286,5.05,1,0,0,0,235,5,32,0,1,2 +gaettga01,1999,1,CHN,NL,0,0,1,0,0,0,0,3,2,2,1,1,1,0.400,18.00,0,0,0,0,6,1,2,0,0,0 +gagneer01,1999,1,LAN,NL,1,1,5,5,0,0,0,90,18,7,3,15,30,0.175,2.10,0,1,0,0,119,0,8,1,0,2 +gailled01,1999,1,TBA,AL,1,0,8,0,0,0,0,26,12,2,1,4,7,0.324,2.08,0,0,1,0,43,1,9,1,0,1 +garceri01,1999,1,BOS,AL,5,1,30,0,0,0,2,122,25,7,1,18,33,0.171,1.55,1,0,0,0,164,4,9,0,0,0 +garcifr02,1999,1,SEA,AL,17,8,33,33,2,1,0,604,205,91,18,90,170,0.263,4.07,4,12,10,3,888,0,96,3,6,16 +garcimi03,1999,1,PIT,NL,1,0,7,0,0,0,0,21,2,1,1,3,9,0.091,1.29,0,0,0,0,25,2,1,0,0,0 +gardnma01,1999,1,SFN,NL,5,11,29,21,1,0,0,417,142,100,27,57,86,0.267,6.47,2,3,8,1,613,2,103,6,10,7 +giovaed01,1999,1,SDN,NL,0,0,1,0,0,0,0,4,1,0,0,2,0,0.200,0.00,0,0,0,0,7,1,0,0,0,0 +glavito02,1999,1,ATL,NL,14,11,35,35,2,0,0,702,259,107,18,83,138,0.287,4.12,14,2,4,0,1023,0,115,22,10,22 +glovega01,1999,1,TOR,AL,0,0,1,0,0,0,0,3,0,0,0,1,0,0.000,0.00,0,0,0,0,3,1,0,0,0,0 +glynnry01,1999,1,TEX,AL,2,4,13,10,0,0,0,164,71,44,10,35,39,0.316,7.24,0,3,1,1,262,2,46,0,1,7 +gomeswa01,1999,1,PHI,NL,5,5,73,0,0,0,19,222,70,35,5,56,58,0.255,4.26,2,3,2,1,341,58,38,5,3,9 +goodedw01,1999,1,CLE,AL,3,4,26,22,0,0,0,345,127,80,18,67,88,0.282,6.26,3,4,9,0,532,0,90,1,4,11 +gordoto01,1999,1,BOS,AL,0,2,21,0,0,0,11,53,17,11,2,12,24,0.246,5.60,2,0,1,0,82,15,11,0,0,1 +gracemi02,1999,1,PHI,NL,1,4,27,5,0,0,0,165,80,47,5,30,28,0.346,7.69,0,4,6,0,273,1,48,3,3,3 +grahejo01,1999,1,PHI,NL,1,4,13,5,0,0,0,98,40,14,1,17,16,0.308,3.86,0,2,3,1,153,4,16,0,3,5 +gratebe01,1999,1,DET,AL,0,1,1,1,0,0,0,12,4,7,3,4,2,0.250,15.75,1,0,0,0,20,0,7,0,0,0 +graveda01,1999,1,CIN,NL,8,7,75,0,0,0,27,333,90,38,10,49,69,0.227,3.08,4,3,2,0,454,56,42,5,2,17 +greenri01,1999,1,CIN,NL,0,0,1,0,0,0,0,17,7,3,2,1,3,0.292,4.76,0,0,0,0,25,0,4,0,0,1 +grimsja01,1999,1,NYA,AL,7,2,55,0,0,0,1,225,66,30,7,40,49,0.231,3.60,5,8,4,0,336,25,39,3,3,5 +groombu01,1999,1,OAK,AL,3,2,76,0,0,0,0,138,48,26,1,18,32,0.274,5.09,5,2,1,1,196,6,29,2,0,8 +grosski01,1999,1,BOS,AL,0,2,11,1,0,0,0,38,15,11,3,8,9,0.300,7.82,2,1,3,0,64,7,11,1,1,2 +guarded01,1999,1,MIN,AL,2,5,63,0,0,0,2,144,37,24,6,25,50,0.222,4.50,4,0,2,0,197,13,24,2,1,6 +gundeer01,1999,1,TEX,AL,0,0,11,0,0,0,0,30,20,8,1,2,6,0.417,7.20,0,3,0,0,51,3,8,0,1,1 +guthrma01,1999,1,BOS,AL,1,1,46,0,0,0,2,139,50,30,9,20,36,0.275,5.83,3,2,2,0,207,15,32,0,3,2 +guthrma01,1999,2,CHN,NL,0,2,11,0,0,0,0,37,7,5,1,4,9,0.171,3.65,2,1,0,0,47,0,6,2,0,0 +guzmado01,1999,1,SDN,NL,0,1,7,0,0,0,0,15,13,12,1,3,4,0.464,21.60,2,0,0,0,33,2,12,2,0,0 +guzmaju01,1999,1,BAL,AL,5,9,21,21,1,1,0,368,124,57,18,65,95,0.265,4.18,3,7,3,2,544,0,63,4,3,8 +guzmaju01,1999,2,CIN,NL,6,3,12,12,1,0,0,232,70,26,10,21,60,0.238,3.03,3,5,1,0,320,0,33,3,1,5 +hackmlu01,1999,1,COL,NL,1,2,5,3,0,0,0,48,26,19,5,12,10,0.371,10.69,0,0,0,0,84,0,19,2,0,0 +halamjo01,1999,1,SEA,AL,11,10,38,24,1,1,0,537,193,84,20,56,105,0.282,4.22,3,4,7,0,763,7,88,5,9,24 +hallaro01,1999,1,TOR,AL,8,7,36,18,1,1,1,448,156,65,19,79,82,0.270,3.92,1,6,4,0,668,2,76,3,4,16 +hamiljo02,1999,1,TOR,AL,7,8,22,18,0,0,0,294,118,71,13,39,56,0.298,6.52,0,4,3,1,440,1,73,0,2,12 +hamptmi01,1999,1,HOU,NL,22,4,34,34,3,2,0,717,206,77,12,101,177,0.241,2.90,2,9,5,0,979,0,86,10,9,38 +haneych01,1999,1,CLE,AL,0,2,13,4,0,0,0,121,43,21,3,16,22,0.270,4.69,0,0,3,0,178,1,22,0,0,5 +hansegr01,1999,1,PIT,NL,1,3,33,0,0,0,0,118,42,17,5,11,34,0.280,3.89,3,2,3,0,168,9,20,3,1,4 +harikti01,1999,1,BOS,AL,1,1,7,0,0,0,0,39,15,9,0,6,7,0.306,6.23,1,1,1,0,58,2,9,2,0,1 +harnipe01,1999,1,CIN,NL,16,10,33,33,2,2,0,595,190,81,25,57,120,0.252,3.68,2,3,5,0,833,0,86,10,6,13 +harrire01,1999,1,MIL,NL,0,0,8,0,0,0,0,36,8,4,1,7,11,0.186,3.00,0,2,2,0,53,2,4,0,1,0 +harvich01,1999,1,OAK,AL,0,2,15,0,0,0,0,43,18,11,2,10,15,0.310,6.91,1,3,0,1,69,8,11,0,1,1 +hasegsh01,1999,1,ANA,AL,4,6,64,1,0,0,2,231,80,42,14,34,44,0.276,4.91,2,4,2,0,333,26,45,3,4,8 +hawkila01,1999,1,MIN,AL,10,14,33,33,1,0,0,523,238,129,29,60,103,0.323,6.66,2,9,1,0,803,0,136,1,5,16 +hayneji01,1999,1,OAK,AL,7,12,30,25,0,0,0,426,158,100,21,80,93,0.282,6.34,3,7,2,2,652,2,112,4,5,9 +heiseri01,1999,1,SLN,NL,0,0,3,0,0,0,0,13,8,4,2,4,4,0.400,8.31,0,2,0,0,24,0,4,0,0,1 +helliri01,1999,1,TEX,AL,13,11,35,35,3,0,0,658,228,118,41,85,131,0.272,4.84,5,8,6,0,943,0,127,5,10,19 +henrybu01,1999,1,SEA,AL,2,0,7,4,0,0,0,75,30,14,1,10,15,0.303,5.04,0,0,2,0,112,0,15,0,1,2 +henrydo01,1999,1,HOU,NL,2,3,35,0,0,0,2,122,45,21,8,24,36,0.281,4.65,0,0,3,0,188,17,24,1,0,2 +hentgpa01,1999,1,TOR,AL,11,12,34,34,1,0,0,597,225,106,32,65,118,0.286,4.79,1,8,3,1,869,0,115,3,11,17 +heredfe01,1999,1,CHN,NL,3,1,69,0,0,0,1,156,56,28,7,25,50,0.272,4.85,2,2,1,0,237,15,35,1,4,4 +heredgi01,1999,1,OAK,AL,13,8,33,33,1,0,0,601,228,107,22,34,117,0.283,4.81,4,2,8,1,852,0,119,3,0,13 +hergema01,1999,1,LAN,NL,0,2,17,0,0,0,0,73,24,11,5,8,18,0.255,4.07,0,0,1,0,104,9,13,1,0,2 +hermadu01,1999,1,MON,NL,9,14,34,34,0,0,0,649,225,101,20,69,145,0.271,4.20,4,4,7,1,928,0,110,16,7,12 +hernali01,1999,1,FLO,NL,5,9,20,20,2,0,0,408,161,72,17,55,97,0.294,4.76,3,2,2,1,612,0,78,3,4,7 +hernali01,1999,2,SFN,NL,3,3,10,10,0,0,0,191,66,31,6,21,47,0.267,4.38,2,0,0,1,274,0,32,4,2,4 +hernaor01,1999,1,NYA,AL,17,9,33,33,2,1,0,643,187,98,24,87,157,0.233,4.12,2,4,8,0,910,0,108,3,11,11 +hernaro01,1999,1,TBA,AL,2,3,72,0,0,0,43,220,68,25,1,33,69,0.245,3.07,1,3,4,0,321,66,27,2,3,5 +hershor01,1999,1,NYN,NL,13,12,32,32,0,0,0,537,175,91,14,77,89,0.260,4.58,2,6,11,0,776,0,92,6,8,18 +hiljuer01,1999,1,DET,AL,0,0,6,0,0,0,0,26,7,5,2,5,1,0.241,5.19,0,0,0,0,35,0,5,0,1,3 +hillke01,1999,1,ANA,AL,4,11,26,22,0,0,0,385,129,68,14,76,76,0.270,4.77,1,5,4,0,569,2,72,3,8,18 +hinchbr01,1999,1,SEA,AL,0,4,11,4,0,0,0,92,41,30,10,21,14,0.323,8.80,0,2,4,0,153,2,31,1,0,3 +hitchst01,1999,1,SDN,NL,12,14,33,33,1,0,0,617,202,94,29,76,194,0.254,4.11,6,15,5,2,892,0,99,9,6,7 +hoffmtr01,1999,1,SDN,NL,2,3,64,0,0,0,40,202,48,16,5,15,73,0.197,2.14,2,4,0,0,263,54,23,1,3,8 +holmeda01,1999,1,ARI,NL,4,3,44,0,0,0,0,146,50,20,3,25,35,0.262,3.70,8,0,1,2,219,9,21,2,0,1 +holtch01,1999,1,HOU,NL,5,13,32,26,0,0,1,492,193,85,12,57,115,0.303,4.66,1,5,8,0,720,2,92,9,8,23 +holtzmi01,1999,1,ANA,AL,2,3,28,0,0,0,0,67,26,20,3,15,17,0.295,8.06,1,3,2,0,106,9,20,1,0,1 +howrybo01,1999,1,CHA,AL,5,3,69,0,0,0,28,203,58,27,8,38,80,0.229,3.59,3,3,3,1,298,54,34,3,1,6 +hudekjo01,1999,1,CIN,NL,0,1,2,0,0,0,0,3,4,3,1,3,0,0.667,27.00,0,0,0,0,9,0,3,0,0,0 +hudekjo01,1999,2,ATL,NL,0,1,15,0,0,0,0,50,21,12,1,11,18,0.296,6.48,0,0,1,0,84,12,14,0,1,0 +hudekjo01,1999,3,TOR,AL,0,0,3,0,0,0,0,11,8,5,1,1,2,0.471,12.27,0,0,0,0,19,1,5,0,1,0 +hudsoti01,1999,1,OAK,AL,11,2,21,21,1,0,0,409,121,49,8,62,132,0.237,3.23,2,6,4,0,580,0,56,1,2,14 +irabuhi01,1999,1,NYA,AL,11,7,32,27,2,1,0,508,180,91,26,46,133,0.267,4.84,0,7,6,0,733,2,98,2,4,6 +isrinja01,1999,1,NYN,NL,1,3,13,5,0,0,1,118,43,28,7,22,31,0.279,6.41,2,2,2,0,179,2,29,0,1,3 +isrinja01,1999,2,OAK,AL,0,1,20,0,0,0,8,76,21,6,2,12,20,0.223,2.13,2,2,1,0,107,18,6,0,0,3 +jacksmi02,1999,1,CLE,AL,3,4,72,0,0,0,39,206,60,31,11,26,55,0.232,4.06,1,0,2,1,291,65,32,2,2,6 +jarvike01,1999,1,OAK,AL,0,1,4,1,0,0,0,42,28,18,6,6,11,0.418,11.57,0,0,1,0,75,0,19,0,1,2 +jimenjo01,1999,1,SLN,NL,5,14,29,28,2,2,0,489,173,106,16,71,113,0.275,5.85,2,10,11,1,727,0,114,10,6,16 +johnsdo04,1999,1,BAL,AL,6,4,32,5,0,0,0,260,81,43,9,25,50,0.248,4.47,2,1,8,0,368,2,45,1,7,9 +johnsja02,1999,1,BAL,AL,8,7,22,21,0,0,0,346,120,70,16,55,71,0.267,5.46,0,5,3,1,515,0,74,2,4,7 +johnsjo07,1999,1,SFN,NL,4,6,62,0,0,0,3,197,48,19,8,20,56,0.203,2.60,5,2,1,1,262,11,24,4,0,4 +johnsjo08,1999,1,TEX,AL,0,0,1,0,0,0,0,9,9,5,0,2,3,0.529,15.00,0,0,1,0,21,0,5,0,1,0 +johnsmi02,1999,1,MON,NL,0,0,3,1,0,0,0,25,12,8,2,7,6,0.324,8.64,1,2,0,0,44,0,8,0,0,0 +johnsra05,1999,1,ARI,NL,17,9,35,35,12,2,0,815,207,75,30,70,364,0.208,2.48,3,4,9,2,1079,0,86,4,3,14 +jonesbo03,1999,1,NYN,NL,3,3,12,9,0,0,0,178,69,37,3,11,31,0.295,5.61,0,0,2,0,253,0,37,3,3,3 +jonesbo04,1999,1,COL,NL,6,10,30,20,0,0,0,337,132,79,24,77,74,0.292,6.33,0,4,6,0,546,1,91,7,4,8 +jonesdo01,1999,1,OAK,AL,5,5,70,0,0,0,10,312,106,41,10,24,63,0.267,3.55,3,2,3,0,430,35,43,3,3,14 +jonesto02,1999,1,DET,AL,4,4,65,0,0,0,30,199,64,28,7,35,64,0.259,3.80,1,2,1,0,287,62,30,3,1,11 +juddmi01,1999,1,LAN,NL,3,1,7,4,0,0,0,84,30,17,4,12,22,0.280,5.46,0,3,1,0,120,0,17,0,0,4 +judenje01,1999,1,NYA,AL,0,1,2,1,0,0,0,17,5,1,1,3,9,0.200,1.59,0,0,1,0,29,0,9,0,0,1 +kamiesc01,1999,1,BAL,AL,2,4,43,3,0,0,2,169,52,31,4,29,39,0.250,4.95,2,4,4,0,248,18,32,4,3,4 +karchma01,1999,1,CHN,NL,1,0,16,0,0,0,0,54,16,5,3,9,9,0.235,2.50,0,1,2,0,80,2,5,1,0,0 +karlsc01,1999,1,MIL,NL,11,11,33,33,0,0,0,593,246,105,21,69,74,0.312,4.78,4,4,8,2,885,0,121,12,7,26 +karsast01,1999,1,CLE,AL,10,2,50,3,0,0,1,236,71,26,6,30,68,0.247,2.97,3,5,2,0,324,13,29,2,3,9 +kidama01,1999,1,DET,AL,1,0,49,0,0,0,1,194,73,45,6,30,50,0.289,6.26,3,7,4,0,292,21,48,1,4,8 +kileda01,1999,1,COL,NL,8,13,32,32,1,0,0,572,225,140,33,109,116,0.298,6.61,5,13,6,1,888,0,150,9,9,28 +kimby01,1999,1,ARI,NL,1,2,25,0,0,0,1,82,20,14,2,20,31,0.211,4.61,2,4,5,1,121,10,15,1,0,1 +kingcu01,1999,1,SLN,NL,0,0,2,0,0,0,0,3,3,2,0,0,1,0.500,18.00,0,0,0,1,6,1,2,0,0,0 +kingra01,1999,1,CHN,NL,0,0,10,0,0,0,0,32,11,7,2,10,5,0.289,5.91,0,1,1,0,50,0,8,1,0,4 +klinest02,1999,1,MON,NL,7,4,82,0,0,0,0,209,56,29,8,33,69,0.218,3.75,6,2,3,0,297,18,32,3,1,9 +kochbi01,1999,1,TOR,AL,0,5,56,0,0,0,31,191,55,24,5,30,57,0.235,3.39,5,0,3,0,272,48,26,4,1,7 +kolbda01,1999,1,TEX,AL,2,1,16,0,0,0,0,93,33,16,2,15,15,0.268,4.65,0,2,1,0,139,6,18,0,0,6 +kubenje01,1999,1,LAN,NL,0,1,6,0,0,0,0,23,13,10,1,4,2,0.371,11.74,0,0,0,0,42,2,12,2,1,0 +kubinti01,1999,1,OAK,AL,0,0,14,0,0,0,0,37,14,8,3,5,7,0.280,5.84,1,0,1,0,57,4,8,0,1,1 +langsma01,1999,1,CLE,AL,1,2,25,5,0,0,0,185,69,36,9,29,43,0.288,5.25,6,2,0,0,274,2,40,3,2,7 +laxtobr01,1999,1,OAK,AL,0,1,3,2,0,0,0,29,12,8,1,7,9,0.316,7.45,1,3,2,0,50,0,12,0,3,0 +leeco01,1999,1,TEX,AL,0,1,1,0,0,0,0,3,2,3,1,1,0,0.400,27.00,0,0,0,0,6,1,3,0,0,0 +leeda01,1999,1,COL,NL,3,2,36,0,0,0,0,147,43,20,4,29,38,0.247,3.67,1,3,4,1,212,11,21,3,2,5 +leiteal01,1999,1,NYN,NL,13,12,32,32,1,1,0,639,209,100,19,93,162,0.262,4.23,8,4,9,1,923,0,107,13,10,24 +leitema01,1999,1,SEA,AL,0,0,2,0,0,0,0,4,2,1,0,0,1,0.333,6.75,0,0,0,0,6,0,1,0,0,0 +leskacu01,1999,1,COL,NL,6,2,63,0,0,0,0,255,87,48,7,49,77,0.272,5.08,4,5,5,0,382,5,54,5,3,12 +levinal01,1999,1,ANA,AL,1,1,50,1,0,0,0,255,76,32,13,29,37,0.247,3.39,2,3,3,0,349,12,40,2,7,8 +lidleco01,1999,1,TBA,AL,1,0,5,1,0,0,0,15,8,4,0,2,4,0.364,7.20,0,0,0,0,24,1,4,0,0,0 +liebejo01,1999,1,CHN,NL,10,11,31,31,3,1,0,610,226,92,28,46,186,0.279,4.07,6,2,1,2,875,0,107,7,11,15 +lillyte01,1999,1,MON,NL,0,1,9,3,0,0,0,71,30,20,7,9,28,0.309,7.61,0,1,3,0,110,1,20,0,1,0 +limajo01,1999,1,HOU,NL,21,10,35,35,3,0,0,739,256,98,30,44,187,0.265,3.58,2,8,2,0,1024,0,108,5,7,9 +lincomi01,1999,1,MIN,AL,3,10,18,15,0,0,0,229,102,58,11,26,27,0.321,6.84,0,4,1,0,353,0,59,2,6,5 +lintodo01,1999,1,BAL,AL,1,4,14,8,0,0,0,177,69,39,14,25,31,0.296,5.95,1,4,2,0,264,0,41,4,0,7 +lirafe01,1999,1,DET,AL,0,0,2,0,0,0,0,10,7,4,2,2,3,0.389,10.80,0,0,0,0,20,0,5,0,0,0 +lloydgr01,1999,1,TOR,AL,5,3,74,0,0,0,3,216,68,29,11,23,47,0.250,3.63,4,1,4,0,301,25,36,1,1,9 +loaizes01,1999,1,TEX,AL,9,5,30,15,0,0,0,361,128,61,10,40,77,0.275,4.56,2,2,0,0,517,4,65,7,4,11 +loeweca01,1999,1,PHI,NL,2,6,20,13,2,1,0,269,100,51,9,26,48,0.287,5.12,0,3,0,0,385,2,54,5,6,8 +loiseri01,1999,1,PIT,NL,3,2,13,0,0,0,0,46,16,9,2,9,14,0.281,5.28,2,1,2,0,69,6,9,1,0,3 +loopebr01,1999,1,FLO,NL,3,3,72,0,0,0,0,249,96,35,7,31,50,0.293,3.80,6,2,1,2,370,22,43,5,5,8 +lopezal02,1999,1,TBA,AL,3,2,51,0,0,0,1,192,66,33,8,24,37,0.263,4.64,2,3,1,0,281,14,40,1,4,7 +lorraan01,1999,1,CHN,NL,2,5,11,11,2,1,0,185,71,38,9,22,40,0.293,5.55,3,3,0,0,272,0,42,6,2,3 +lowede01,1999,1,BOS,AL,6,3,74,0,0,0,15,328,84,32,7,25,80,0.208,2.63,1,1,4,0,436,32,35,1,2,12 +lowese01,1999,1,CHA,AL,4,1,64,0,0,0,0,287,90,39,10,46,62,0.262,3.67,1,4,4,0,406,13,39,3,9,13 +ludwier01,1999,1,TOR,AL,0,0,1,0,0,0,0,3,3,3,0,2,0,0.500,27.00,0,0,0,0,8,0,3,0,0,0 +luebbla01,1999,1,SLN,NL,3,3,8,8,1,0,0,137,46,26,8,16,16,0.261,5.12,0,1,3,1,199,0,27,4,0,2 +lundqda01,1999,1,CHA,AL,1,1,17,0,0,0,0,66,28,21,3,12,18,0.315,8.59,0,0,1,0,106,7,21,2,2,0 +maddugr01,1999,1,ATL,NL,19,9,33,33,4,0,0,658,258,87,16,37,136,0.294,3.57,8,1,4,0,940,0,103,15,5,14 +maddumi01,1999,1,MON,NL,0,0,4,0,0,0,0,15,9,5,1,3,4,0.409,9.00,0,0,1,0,26,2,5,0,0,2 +maddumi01,1999,2,LAN,NL,1,1,49,0,0,0,0,164,54,20,5,19,41,0.261,3.29,2,1,4,0,234,19,21,2,2,5 +magnami01,1999,1,ANA,AL,5,2,53,0,0,0,0,208,68,26,2,29,44,0.262,3.38,4,3,3,1,299,13,30,0,7,4 +mahayro01,1999,1,OAK,AL,2,0,6,1,0,0,1,58,8,4,2,3,15,0.123,1.86,0,0,0,0,68,2,4,0,0,0 +mahompa01,1999,1,NYN,NL,8,0,39,0,0,0,0,191,44,26,7,37,51,0.198,3.68,5,2,2,0,265,12,26,1,2,8 +mantema01,1999,1,FLO,NL,1,2,35,0,0,0,10,109,24,11,4,25,50,0.186,2.72,1,0,2,0,157,32,11,0,1,3 +mantema01,1999,2,ARI,NL,0,1,30,0,0,0,22,87,20,9,1,19,49,0.192,2.79,0,2,3,0,127,28,10,1,0,2 +manzajo01,1999,1,NYN,NL,0,0,12,0,0,0,0,56,19,12,5,4,25,0.264,5.79,1,0,2,0,80,1,12,1,1,0 +marteda01,1999,1,SEA,AL,0,1,5,0,0,0,0,26,16,9,3,6,3,0.390,9.35,0,0,0,0,47,2,9,0,0,1 +martipe02,1999,1,BOS,AL,23,4,31,29,5,1,0,640,160,49,9,37,313,0.205,2.07,1,6,9,0,835,1,56,3,6,11 +martira02,1999,1,BOS,AL,2,1,4,4,0,0,0,62,14,7,2,8,15,0.192,3.05,0,0,2,0,84,0,8,0,1,2 +martito02,1999,1,CLE,AL,0,1,6,0,0,0,0,28,13,9,2,3,8,0.325,8.68,1,0,0,0,44,0,9,0,1,0 +masaoon01,1999,1,LAN,NL,2,4,54,0,0,0,1,200,55,32,8,47,61,0.222,4.32,3,3,2,0,300,12,33,1,2,4 +mathete01,1999,1,KCA,AL,2,1,24,1,0,0,1,117,44,19,4,17,19,0.289,4.38,1,0,2,0,175,7,21,0,4,2 +mathetj01,1999,1,OAK,AL,9,5,50,0,0,0,3,177,46,25,9,20,42,0.215,3.81,4,2,2,0,242,15,28,5,1,4 +maysjo01,1999,1,MIN,AL,6,11,49,20,2,1,0,513,179,83,24,67,115,0.270,4.37,2,6,2,0,746,8,92,7,6,15 +mccurje01,1999,1,HOU,NL,0,1,5,0,0,0,0,12,11,7,1,2,3,0.478,15.75,0,0,0,0,25,1,8,0,0,0 +mcdowja01,1999,1,ANA,AL,0,4,4,4,0,0,0,57,31,17,4,5,12,0.369,8.05,0,0,2,0,93,0,17,1,1,2 +mcelrch01,1999,1,COL,NL,3,1,41,0,0,0,0,122,48,28,9,28,37,0.296,6.20,3,4,0,0,192,12,29,0,2,5 +mcelrch01,1999,2,NYN,NL,0,0,15,0,0,0,0,40,12,5,0,8,7,0.250,3.38,1,1,1,0,59,7,5,1,1,2 +mcglike01,1999,1,ATL,NL,7,3,64,0,0,0,0,211,66,22,6,30,67,0.255,2.82,7,1,1,0,298,21,25,4,4,2 +mcmicgr01,1999,1,NYN,NL,1,1,19,0,0,0,0,56,20,10,3,8,18,0.270,4.82,3,4,0,0,84,4,10,1,1,0 +mcmicgr01,1999,2,OAK,AL,0,0,17,0,0,0,0,45,15,9,3,12,3,0.283,5.40,2,0,2,0,69,4,9,1,1,3 +mcnicbr01,1999,1,CHN,NL,0,2,4,2,0,0,0,32,15,8,4,7,12,0.333,6.75,0,0,1,0,54,1,8,0,1,1 +meadobr01,1999,1,FLO,NL,11,15,31,31,0,0,0,535,214,111,31,57,72,0.302,5.60,5,4,5,1,795,0,117,16,8,13 +mechegi01,1999,1,SEA,AL,8,4,16,15,0,0,0,257,73,45,9,57,47,0.237,4.73,1,1,2,0,375,0,48,5,3,10 +mecirji01,1999,1,TBA,AL,0,1,17,0,0,0,0,62,15,6,0,14,15,0.205,2.61,0,0,1,0,91,3,7,0,2,2 +medinra01,1999,1,FLO,NL,1,1,20,0,0,0,0,70,20,15,3,20,16,0.227,5.79,2,2,1,1,110,4,15,1,0,1 +mendora01,1999,1,NYA,AL,9,9,53,6,0,0,3,371,141,59,13,27,80,0.284,4.29,3,2,3,0,536,15,68,6,4,8 +merckke01,1999,1,SLN,NL,6,5,25,18,0,0,0,311,125,59,16,51,64,0.303,5.12,3,3,2,1,476,2,73,8,3,9 +merckke01,1999,2,BOS,AL,2,0,5,5,0,0,0,77,23,10,0,13,17,0.235,3.51,0,0,1,0,113,0,12,0,1,1 +mesajo01,1999,1,SEA,AL,3,6,68,0,0,0,33,206,84,38,11,40,42,0.305,4.98,4,7,4,0,325,60,42,2,4,9 +micelda01,1999,1,SDN,NL,4,5,66,0,0,0,2,206,67,34,7,36,59,0.266,4.46,5,2,2,0,296,28,39,4,2,13 +milleku01,1999,1,CHN,NL,0,0,4,0,0,0,0,9,6,6,1,3,1,0.462,18.00,0,0,0,0,17,1,6,1,0,0 +milletr01,1999,1,MIN,AL,2,2,52,0,0,0,0,149,55,15,3,16,40,0.284,2.72,3,6,0,0,214,12,19,2,2,4 +milletr02,1999,1,HOU,NL,3,2,47,0,0,0,1,149,58,28,6,29,37,0.299,5.07,1,4,5,0,232,11,29,2,2,5 +millewa04,1999,1,HOU,NL,0,1,5,1,0,0,0,31,17,11,4,5,8,0.362,9.58,0,0,0,0,52,2,11,0,0,2 +millsal01,1999,1,LAN,NL,3,4,68,0,0,0,0,217,70,30,10,43,49,0.261,3.73,4,3,4,0,322,18,33,3,4,8 +millwke01,1999,1,ATL,NL,18,7,33,33,2,0,0,684,168,68,24,59,205,0.202,2.68,2,5,4,0,906,0,80,9,3,6 +miltoer01,1999,1,MIN,AL,7,11,34,34,5,2,0,619,190,103,28,63,163,0.243,4.49,2,2,3,0,858,0,111,3,6,10 +mintzst01,1999,1,ANA,AL,0,0,3,0,0,0,0,15,8,2,1,2,2,0.381,3.60,0,0,0,0,23,2,2,0,0,1 +mlickda01,1999,1,LAN,NL,0,1,2,0,0,0,0,22,10,4,1,2,1,0.323,4.91,0,1,0,0,33,0,4,0,0,1 +mlickda01,1999,2,DET,AL,14,12,31,31,2,0,0,575,209,98,24,70,119,0.276,4.60,1,0,12,0,850,0,108,3,8,18 +moehlbr01,1999,1,DET,AL,10,16,32,32,2,2,0,589,229,110,22,59,106,0.294,5.04,5,4,7,0,859,0,116,8,5,17 +mohlemi01,1999,1,SLN,NL,1,1,48,0,0,0,1,148,47,24,3,23,31,0.255,4.38,2,1,1,0,211,16,26,1,1,6 +molinga01,1999,1,BAL,AL,1,2,20,0,0,0,0,69,22,17,4,16,14,0.256,6.65,1,4,0,0,102,7,19,0,0,6 +montgje01,1999,1,KCA,AL,1,4,49,0,0,0,12,154,72,39,7,21,27,0.343,6.84,3,1,2,0,237,36,40,2,2,5 +montgst01,1999,1,PHI,NL,1,5,53,0,0,0,3,194,54,24,10,31,55,0.229,3.34,3,4,0,0,268,21,25,1,0,8 +morenor01,1999,1,KCA,AL,0,0,7,0,0,0,0,24,4,5,1,6,7,0.143,5.63,0,0,0,0,34,3,5,0,0,0 +morgami01,1999,1,TEX,AL,13,10,34,25,1,0,0,420,184,97,25,48,61,0.323,6.24,2,3,7,1,632,1,108,3,5,23 +mormaal01,1999,1,KCA,AL,2,4,49,0,0,0,1,160,66,24,6,23,31,0.307,4.05,0,1,4,0,246,2,27,0,4,5 +morriji02,1999,1,TBA,AL,0,0,5,0,0,0,0,14,3,3,1,2,3,0.167,5.79,0,0,1,0,21,3,3,0,0,0 +motagu01,1999,1,MON,NL,2,4,51,0,0,0,0,166,54,18,5,25,27,0.257,2.93,3,1,2,1,243,18,24,3,3,3 +moyerja01,1999,1,SEA,AL,14,8,32,32,4,0,0,684,235,98,23,48,137,0.267,3.87,1,3,9,0,945,0,108,6,2,25 +mulhote01,1999,1,CHN,NL,6,6,26,16,0,0,0,330,137,63,16,32,44,0.309,5.15,4,2,1,0,485,4,71,6,3,17 +mulhote01,1999,2,ATL,NL,4,2,16,8,0,0,1,181,64,20,5,13,39,0.274,2.98,2,1,0,0,251,3,24,3,1,7 +munozmi01,1999,1,TEX,AL,2,1,56,0,0,0,1,158,52,23,5,18,27,0.263,3.93,2,2,1,0,221,11,24,1,3,11 +munrope01,1999,1,TOR,AL,0,2,31,2,0,0,0,166,70,37,6,23,38,0.318,6.02,0,3,2,0,250,9,38,1,4,9 +murrada02,1999,1,NYN,NL,0,0,1,0,0,0,0,6,4,3,0,2,1,0.444,13.50,0,1,0,0,12,1,3,0,1,0 +murrada02,1999,2,KCA,AL,0,0,4,0,0,0,0,25,9,6,4,4,8,0.265,6.48,0,0,1,0,39,0,8,0,0,1 +murrahe01,1999,1,SDN,NL,0,4,22,8,0,0,0,150,60,32,7,26,25,0.297,5.76,4,1,1,1,234,1,33,3,2,5 +mussimi01,1999,1,BAL,AL,18,7,31,31,4,0,0,610,207,79,16,52,172,0.268,3.50,0,2,1,0,842,0,88,9,7,23 +myersmi01,1999,1,MIL,NL,2,1,71,0,0,0,0,124,46,24,7,13,35,0.291,5.23,1,1,3,0,179,14,24,5,0,5 +myersro01,1999,1,CHN,NL,3,1,46,0,0,0,0,191,71,31,10,25,41,0.289,4.38,2,2,1,0,278,5,34,4,2,8 +myettaa01,1999,1,CHA,AL,0,2,4,3,0,0,0,47,17,11,2,14,11,0.266,6.32,1,2,2,0,80,0,11,0,0,1 +nagych01,1999,1,CLE,AL,17,11,33,32,1,0,0,606,238,111,26,59,126,0.293,4.95,4,3,6,0,887,0,120,5,4,21 +nathajo01,1999,1,SFN,NL,7,4,19,14,0,0,1,271,84,42,17,46,54,0.243,4.18,0,2,1,0,395,2,45,2,0,10 +naultda01,1999,1,NYA,AL,1,0,33,0,0,0,0,148,40,24,8,22,25,0.225,4.38,0,2,4,0,206,20,24,1,1,6 +navarja01,1999,1,CHA,AL,8,13,32,27,0,0,0,479,206,108,29,71,74,0.313,6.09,1,9,11,0,748,1,126,3,4,20 +neaglde01,1999,1,CIN,NL,9,5,20,19,0,0,0,335,95,53,23,40,76,0.229,4.27,3,4,4,0,467,0,54,3,5,8 +nelsoje01,1999,1,NYA,AL,2,1,39,0,0,0,1,91,27,14,2,22,35,0.245,4.15,2,2,3,1,139,8,14,2,2,2 +nenro01,1999,1,SFN,NL,3,8,72,0,0,0,37,217,79,32,8,27,77,0.275,3.98,3,5,0,0,320,64,36,5,1,7 +newmaal02,1999,1,TBA,AL,2,2,18,0,0,0,0,47,22,12,2,9,20,0.333,6.89,0,2,1,1,76,5,12,0,0,1 +nitkocj01,1999,1,DET,AL,4,5,68,7,0,0,0,245,63,39,11,45,66,0.213,4.30,3,4,3,3,349,7,44,1,4,5 +nomohi01,1999,1,MIL,NL,12,8,28,28,0,0,0,529,173,89,27,78,161,0.256,4.54,2,10,3,1,767,0,96,5,5,7 +nunezvl01,1999,1,ARI,NL,3,2,27,0,0,0,1,102,29,11,2,20,28,0.242,2.91,5,3,1,0,146,11,15,2,3,4 +nunezvl01,1999,2,FLO,NL,4,8,17,12,0,0,0,224,66,38,9,34,58,0.243,4.58,1,5,3,1,317,1,48,5,3,5 +ogeach01,1999,1,PHI,NL,6,12,36,28,0,0,0,504,192,105,36,61,77,0.288,5.63,1,5,4,2,746,3,110,10,4,12 +ohkato01,1999,1,BOS,AL,1,2,8,2,0,0,0,39,21,9,2,6,8,0.362,6.23,0,0,0,0,65,3,12,0,1,2 +ojalaki01,1999,1,FLO,NL,0,1,8,1,0,0,0,32,21,17,1,6,5,0.438,14.34,0,0,0,0,56,2,17,0,2,0 +olivaom01,1999,1,ANA,AL,8,9,20,20,3,0,0,393,135,59,11,49,49,0.273,4.05,0,4,6,0,558,0,62,3,5,22 +olivaom01,1999,2,OAK,AL,7,2,12,12,1,0,0,224,82,36,8,32,36,0.283,4.34,0,2,3,0,327,0,43,0,2,9 +oliveda02,1999,1,SLN,NL,9,9,30,30,2,1,0,589,197,93,16,74,119,0.265,4.26,4,6,11,2,842,0,96,11,4,21 +olsongr01,1999,1,ARI,NL,9,4,61,0,0,0,14,182,54,25,9,25,45,0.238,3.71,2,1,2,0,257,36,28,1,2,5 +oquismi01,1999,1,OAK,AL,9,10,28,24,0,0,0,422,158,84,18,64,89,0.283,5.37,5,2,2,0,629,1,86,3,1,12 +oroscje01,1999,1,BAL,AL,0,2,65,0,0,0,1,96,28,19,5,20,35,0.239,5.34,3,2,2,0,144,12,21,2,3,4 +ortizra01,1999,1,ANA,AL,2,3,9,9,0,0,0,145,50,35,7,25,44,0.265,6.52,0,2,2,2,218,0,35,0,2,3 +ortizru01,1999,1,SFN,NL,18,9,33,33,3,0,0,623,189,88,24,125,164,0.244,3.81,5,13,6,0,922,0,109,11,6,16 +osbordo01,1999,1,SLN,NL,1,3,6,6,0,0,0,88,34,18,4,10,21,0.298,5.52,0,1,2,0,130,0,18,3,1,1 +osikke01,1999,1,PIT,NL,0,0,1,0,0,0,0,3,2,4,0,2,1,0.400,36.00,0,0,1,0,8,1,4,0,0,0 +osunaan01,1999,1,LAN,NL,0,0,5,0,0,0,0,14,4,4,0,3,5,0.222,7.71,0,1,1,0,22,1,5,0,0,0 +padilvi01,1999,1,ARI,NL,0,1,5,0,0,0,0,8,7,5,1,3,0,0.467,16.88,0,0,0,0,19,2,5,1,0,0 +paintla01,1999,1,SLN,NL,4,5,56,4,0,0,1,190,63,34,6,25,56,0.265,4.83,1,4,2,0,272,10,37,4,3,4 +paniajo01,1999,1,SEA,AL,6,11,59,0,0,0,3,233,75,35,5,52,74,0.264,4.06,4,6,7,0,350,16,37,4,3,13 +parkch01,1999,1,LAN,NL,13,11,33,33,0,0,0,583,208,113,31,100,174,0.276,5.23,4,11,14,1,883,0,120,10,5,9 +parquji01,1999,1,CHA,AL,9,15,31,30,1,0,0,521,210,99,23,79,111,0.299,5.13,2,3,10,2,804,0,111,5,8,15 +parrist01,1999,1,CIN,NL,11,4,22,21,2,1,0,386,124,50,16,52,86,0.260,3.50,4,3,6,0,545,0,59,7,3,15 +patribr01,1999,1,SFN,NL,1,0,6,0,0,0,1,16,9,6,1,3,6,0.375,10.13,0,0,0,0,28,2,7,0,1,0 +patteda04,1999,1,TEX,AL,2,0,53,0,0,0,0,181,77,38,5,19,43,0.304,5.67,3,2,1,0,275,18,38,0,2,5 +pavanca01,1999,1,MON,NL,6,8,19,18,1,1,0,312,117,65,8,35,70,0.285,5.63,1,1,4,3,457,0,66,5,2,5 +penaje01,1999,1,CHA,AL,0,0,26,0,0,0,0,61,21,12,3,23,20,0.259,5.31,5,3,1,0,106,1,15,1,0,1 +penaju01,1999,1,BOS,AL,2,0,2,2,0,0,0,39,9,1,0,3,15,0.196,0.69,0,0,0,0,49,0,1,0,0,0 +percitr01,1999,1,ANA,AL,4,6,60,0,0,0,31,171,38,24,9,22,58,0.186,3.79,0,3,3,0,230,50,24,0,1,3 +perezca01,1999,1,LAN,NL,2,10,17,16,0,0,0,269,116,74,23,39,40,0.317,7.43,1,2,6,3,420,0,77,6,3,7 +perezod01,1999,1,ATL,NL,4,6,18,17,0,0,0,279,100,62,12,53,82,0.275,6.00,2,5,1,3,424,0,65,3,4,7 +perezyo01,1999,1,PHI,NL,3,1,35,0,0,0,0,96,29,14,4,15,26,0.244,3.94,1,5,0,0,137,4,15,2,1,1 +perisma01,1999,1,TEX,AL,0,0,4,1,0,0,0,31,8,3,0,2,17,0.211,2.61,1,1,0,0,40,3,3,0,0,1 +perkida01,1999,1,MIN,AL,1,7,29,12,0,0,0,260,117,63,14,43,44,0.326,6.54,0,6,5,2,413,7,69,2,4,10 +persoro01,1999,1,TOR,AL,0,2,11,0,0,0,2,33,9,12,1,15,12,0.231,9.82,1,2,4,0,60,7,12,0,2,1 +persoro01,1999,2,PHI,NL,10,5,31,22,0,0,0,411,130,65,23,70,127,0.252,4.27,1,3,2,1,599,1,72,7,4,12 +peterch01,1999,1,PIT,NL,5,4,19,11,0,0,0,213,98,52,17,27,46,0.322,6.59,0,2,4,1,343,2,59,4,4,6 +peterky01,1999,1,MIL,NL,4,7,17,12,0,0,0,231,87,39,3,25,34,0.285,4.56,2,1,4,0,341,2,46,4,3,6 +petkoma01,1999,1,ANA,AL,10,4,64,0,0,0,1,249,85,32,6,21,43,0.269,3.47,2,3,2,1,349,18,37,5,5,6 +pettian01,1999,1,NYA,AL,14,11,31,31,0,0,0,575,216,100,20,89,121,0.289,4.70,3,3,3,1,851,0,105,6,6,28 +phillja03,1999,1,PIT,NL,0,0,6,0,0,0,0,21,11,9,2,6,7,0.393,11.57,1,2,0,0,37,0,9,2,1,1 +piscima01,1999,1,KCA,AL,0,2,8,0,0,0,0,25,9,8,1,10,3,0.281,8.64,0,1,0,1,42,3,8,0,0,1 +pittsji01,1999,1,KCA,AL,1,2,5,5,0,0,0,70,33,18,2,15,7,0.337,6.94,0,2,1,0,115,0,22,0,1,2 +pittsji01,1999,2,MIL,NL,0,1,15,0,0,0,0,56,20,10,3,10,13,0.274,4.82,0,2,1,0,85,5,12,0,1,3 +plesada01,1999,1,TOR,AL,0,3,30,0,0,0,0,68,28,21,4,9,26,0.308,8.34,1,2,0,0,104,5,21,3,1,1 +plesada01,1999,2,ARI,NL,2,1,34,0,0,0,1,65,22,8,3,8,27,0.259,3.32,1,1,0,0,94,6,9,1,0,0 +plunker01,1999,1,MIL,NL,4,4,68,0,0,0,0,226,71,42,15,43,63,0.251,5.02,5,5,5,1,338,13,44,5,2,9 +politcl01,1999,1,PHI,NL,1,0,13,0,0,0,0,53,19,14,2,15,15,0.275,7.13,0,2,0,0,85,0,14,1,0,3 +ponsosi01,1999,1,BAL,AL,12,12,32,32,6,0,0,630,227,110,35,80,112,0.282,4.71,2,4,1,0,897,0,118,4,7,22 +pooleji02,1999,1,PHI,NL,1,1,51,0,0,0,1,106,48,17,3,15,22,0.327,4.33,1,4,3,1,166,12,20,1,0,8 +pooleji02,1999,2,CLE,AL,1,0,3,0,0,0,0,3,2,2,0,3,0,0.667,18.00,1,0,0,0,7,0,2,0,1,1 +portuma01,1999,1,BOS,AL,7,12,31,27,1,0,0,451,179,92,28,41,79,0.292,5.51,1,2,4,0,667,1,100,3,6,10 +porzimi01,1999,1,COL,NL,0,0,16,0,0,0,0,44,21,14,5,10,10,0.328,8.59,0,0,0,0,75,3,14,1,0,1 +potelo01,1999,1,ANA,AL,1,1,20,0,0,0,3,88,23,7,1,12,20,0.219,2.15,1,1,0,0,118,10,9,1,0,3 +powelja04,1999,1,HOU,NL,5,4,67,0,0,0,4,225,82,36,3,40,77,0.282,4.32,4,5,3,0,341,26,38,5,2,4 +powelje01,1999,1,MON,NL,4,8,17,17,0,0,0,291,113,51,14,44,44,0.302,4.73,2,4,8,1,438,0,60,9,3,10 +pulsibi01,1999,1,MIL,NL,5,6,19,16,0,0,0,262,100,58,19,36,42,0.287,5.98,2,4,2,0,398,1,65,6,4,10 +quantpa01,1999,1,TOR,AL,3,2,41,0,0,0,0,146,53,18,5,17,28,0.282,3.33,1,0,4,0,212,13,19,1,2,6 +radinsc01,1999,1,SLN,NL,2,1,43,0,0,0,3,83,27,15,2,18,17,0.270,4.88,3,3,1,1,126,13,16,2,5,2 +radkebr01,1999,1,MIN,AL,12,14,33,33,4,0,0,656,239,91,28,44,121,0.280,3.75,0,4,1,0,910,0,97,5,5,22 +radloro01,1999,1,MIN,AL,0,1,7,0,0,0,0,26,15,12,7,4,3,0.375,12.46,0,1,1,0,45,2,12,0,0,1 +rainst01,1999,1,CHN,NL,0,1,16,0,0,0,0,44,28,15,1,7,12,0.418,9.20,0,1,1,0,79,5,17,3,1,0 +rakerja01,1999,1,CLE,AL,0,0,1,0,0,0,0,6,2,1,1,1,0,0.250,4.50,0,0,0,0,9,0,1,0,0,0 +ramirhe01,1999,1,MIL,NL,1,2,15,0,0,0,0,63,19,8,1,11,9,0.247,3.43,2,0,0,1,88,5,8,0,0,2 +ramirro01,1999,1,COL,NL,1,5,32,4,0,0,1,121,68,37,8,22,32,0.368,8.26,2,4,0,0,209,6,42,2,0,4 +ramsaro01,1999,1,SEA,AL,0,2,6,3,0,0,0,55,23,13,3,9,11,0.324,6.38,1,1,0,0,81,1,13,0,1,2 +rapppa01,1999,1,BOS,AL,6,7,37,26,0,0,0,439,147,67,13,69,90,0.263,4.12,1,5,7,0,638,3,78,3,0,21 +rathga01,1999,1,MIN,AL,0,1,5,1,0,0,0,14,6,6,1,5,1,0.300,11.57,0,2,0,1,25,1,6,0,0,0 +rayke01,1999,1,KCA,AL,1,0,13,0,0,0,0,34,23,11,2,6,0,0.460,8.74,0,0,1,0,57,4,12,0,0,5 +redmama01,1999,1,MIN,AL,1,0,5,1,0,0,0,38,17,12,3,7,11,0.298,8.53,0,0,1,0,65,0,13,0,0,0 +reedri01,1999,1,NYN,NL,11,5,26,26,1,1,0,448,163,76,23,47,104,0.281,4.58,2,1,1,0,637,0,77,6,3,12 +reedst01,1999,1,CLE,AL,3,2,63,0,0,0,0,185,69,29,10,20,44,0.285,4.23,5,2,3,0,274,15,33,4,5,4 +reichda01,1999,1,KCA,AL,2,2,8,8,0,0,0,110,48,37,2,32,20,0.327,9.08,1,1,2,0,183,0,38,1,1,8 +rekarbr01,1999,1,TBA,AL,6,6,27,12,0,0,0,284,121,61,14,41,55,0.313,5.80,2,4,5,0,437,2,68,3,2,9 +remlimi01,1999,1,ATL,NL,10,1,73,0,0,0,1,251,66,22,9,35,81,0.215,2.37,5,5,1,0,346,14,24,2,1,9 +reyesal01,1999,1,MIL,NL,2,0,26,0,0,0,0,108,27,17,5,25,39,0.206,4.25,1,2,3,0,161,6,17,1,1,0 +reyesal01,1999,2,BAL,AL,2,3,27,0,0,0,0,89,23,16,4,16,28,0.225,4.85,2,1,3,0,126,6,16,3,2,3 +reyesca01,1999,1,SDN,NL,2,4,65,0,0,0,1,232,76,32,11,24,57,0.254,3.72,4,7,0,1,331,23,38,5,3,5 +reyesde01,1999,1,CIN,NL,2,2,65,1,0,0,2,185,53,26,5,39,72,0.232,3.79,1,5,3,1,277,12,30,4,3,5 +reynoar02,1999,1,ARI,NL,10,6,31,27,0,0,0,501,178,81,20,67,79,0.276,4.37,7,7,6,1,730,1,90,6,6,13 +reynosh01,1999,1,HOU,NL,16,14,35,35,4,2,0,695,250,99,23,37,197,0.275,3.85,0,4,1,0,963,0,108,11,5,26 +rhodear01,1999,1,BAL,AL,3,4,43,0,0,0,3,159,43,32,9,45,59,0.221,5.43,6,4,0,0,244,11,37,2,2,4 +rigbybr01,1999,1,OAK,AL,3,4,29,0,0,0,0,187,69,30,5,26,26,0.284,4.33,7,3,5,0,278,5,31,1,3,9 +rigbybr01,1999,2,KCA,AL,1,2,20,0,0,0,0,64,33,17,6,5,10,0.351,7.17,0,3,2,0,104,6,20,1,2,0 +rileyma01,1999,1,BAL,AL,0,0,3,3,0,0,0,33,17,9,4,13,6,0.378,7.36,0,0,0,2,59,0,9,0,1,1 +rincori01,1999,1,CLE,AL,2,3,59,0,0,0,0,134,41,22,6,24,30,0.248,4.43,5,2,1,1,193,14,22,2,1,8 +riskeda01,1999,1,CLE,AL,1,1,12,0,0,0,0,42,20,13,2,6,16,0.333,8.36,0,0,0,0,68,3,15,1,1,0 +ritchto01,1999,1,PIT,NL,15,9,28,26,2,0,0,518,169,67,17,54,107,0.259,3.49,3,7,4,0,716,0,79,3,2,25 +riverma01,1999,1,NYA,AL,4,3,66,0,0,0,45,207,43,14,2,18,52,0.176,1.83,3,2,3,1,268,63,15,0,2,5 +riverro01,1999,1,SDN,NL,1,2,12,0,0,0,0,21,6,3,1,3,3,0.240,3.86,0,1,0,0,30,3,4,1,1,0 +rizzoto01,1999,1,CHA,AL,0,2,3,0,0,0,0,4,4,1,0,3,2,0.500,6.75,1,0,0,0,12,2,2,1,0,0 +roberwi01,1999,1,DET,AL,0,0,1,0,0,0,0,4,3,2,0,0,0,0.500,13.50,0,0,1,0,8,0,4,0,1,0 +rockejo01,1999,1,ATL,NL,4,5,74,0,0,0,38,217,47,20,5,37,104,0.180,2.49,4,7,1,0,301,61,24,2,0,2 +rodrife01,1999,1,SFN,NL,2,3,47,0,0,0,0,199,67,28,6,29,55,0.262,3.80,2,2,2,0,292,26,32,2,3,4 +rodrifr02,1999,1,SEA,AL,2,4,28,5,0,0,3,220,94,46,11,30,47,0.314,5.65,2,1,4,0,334,10,47,0,1,12 +rodrine01,1999,1,TOR,AL,0,1,2,0,0,0,0,6,2,3,2,2,2,0.250,13.50,0,0,0,0,10,1,3,0,0,0 +rodriri02,1999,1,SFN,NL,3,0,62,0,0,0,0,170,60,33,8,28,44,0.274,5.24,5,1,1,0,255,8,33,5,2,6 +rogerke01,1999,1,OAK,AL,5,3,19,19,3,0,0,358,135,57,8,41,68,0.288,4.30,0,3,9,1,528,0,66,4,6,15 +rogerke01,1999,2,NYN,NL,5,1,12,12,2,1,0,228,71,34,8,28,58,0.253,4.03,1,1,4,0,317,0,35,3,1,9 +rojasme01,1999,1,LAN,NL,0,0,5,0,0,0,0,15,5,7,3,3,3,0.250,12.60,1,0,0,0,23,2,7,0,0,0 +rojasme01,1999,2,DET,AL,0,0,5,0,0,0,0,19,12,16,3,4,6,0.387,22.74,0,0,3,0,39,2,16,0,1,0 +rojasme01,1999,3,MON,NL,0,0,3,0,0,0,0,8,5,5,0,2,1,0.417,16.88,0,1,2,0,17,1,5,0,1,0 +romanmi01,1999,1,TOR,AL,0,0,3,0,0,0,0,16,8,7,1,5,3,0.364,11.81,0,1,0,0,28,1,8,0,1,1 +romerjc01,1999,1,MIN,AL,0,0,5,0,0,0,0,29,13,4,0,0,4,0.333,3.72,0,0,0,0,39,3,4,0,0,2 +roquera01,1999,1,MIL,NL,1,6,43,9,0,0,1,253,96,50,16,42,66,0.286,5.34,1,4,4,1,386,7,52,1,3,3 +rosadjo01,1999,1,KCA,AL,10,14,33,33,5,0,0,624,197,89,24,72,141,0.248,3.85,1,9,5,0,882,0,103,8,4,14 +rosebr01,1999,1,BOS,AL,7,6,22,18,0,0,0,294,112,53,19,29,51,0.280,4.87,2,0,2,0,433,1,59,2,0,7 +rueteki01,1999,1,SFN,NL,15,10,33,33,1,0,0,554,219,111,28,55,94,0.297,5.41,2,2,2,0,804,0,118,6,4,17 +runyase01,1999,1,DET,AL,0,1,12,0,0,0,0,32,9,4,2,3,6,0.237,3.38,1,2,1,0,45,2,4,1,2,0 +rupery01,1999,1,TBA,AL,8,9,24,24,0,0,0,427,136,72,17,57,97,0.253,4.55,2,4,12,1,614,0,81,1,7,14 +ruschgl01,1999,1,KCA,AL,0,1,3,0,0,0,0,12,7,7,1,3,4,0.368,15.75,0,0,1,0,23,1,7,0,0,0 +ruschgl01,1999,2,NYN,NL,0,0,1,0,0,0,0,3,1,0,0,0,0,0.333,0.00,0,0,0,0,3,1,0,0,0,1 +ryanbj01,1999,1,CIN,NL,0,0,1,0,0,0,0,6,4,1,0,1,1,0.500,4.50,0,0,0,0,9,0,1,0,0,1 +ryanbj01,1999,2,BAL,AL,1,0,13,0,0,0,0,55,9,6,0,12,28,0.150,2.95,1,1,0,0,73,3,6,0,1,3 +ryanja04,1999,1,MIN,AL,1,4,8,8,1,0,0,122,46,22,9,17,15,0.286,4.87,0,0,3,0,182,0,23,0,1,3 +ryanke01,1999,1,PHI,NL,1,2,15,0,0,0,0,47,16,11,2,11,9,0.267,6.32,2,1,0,0,71,5,11,0,0,0 +sabeler01,1999,1,ARI,NL,0,0,7,0,0,0,0,29,12,7,1,6,6,0.300,6.52,2,1,2,0,48,1,7,0,0,1 +saberbr01,1999,1,BOS,AL,10,6,22,22,0,0,0,357,122,39,11,11,81,0.265,2.95,0,1,2,0,480,0,43,4,2,6 +sampsbe01,1999,1,MIN,AL,3,2,30,4,0,0,0,213,107,64,17,34,56,0.351,8.11,3,2,0,2,345,2,65,1,5,8 +sanchje01,1999,1,FLO,NL,5,7,59,10,0,0,0,229,84,51,16,60,62,0.291,6.01,11,5,4,2,362,8,53,2,7,4 +sandesc02,1999,1,CHN,NL,4,7,67,6,0,0,2,313,112,64,19,53,89,0.277,5.52,8,5,0,1,469,16,69,8,3,6 +santaju01,1999,1,TBA,AL,1,4,22,5,0,0,0,166,66,45,10,32,34,0.300,7.32,0,0,7,0,261,7,49,1,1,7 +santama01,1999,1,BOS,AL,0,0,3,0,0,0,0,12,8,7,3,3,4,0.444,15.75,0,1,0,0,22,1,7,0,1,0 +santijo03,1999,1,KCA,AL,3,4,34,0,0,0,2,142,46,18,7,14,15,0.251,3.42,2,2,2,1,203,15,23,1,3,7 +sauersc01,1999,1,PIT,NL,4,1,65,0,0,0,2,203,53,15,6,38,55,0.220,2.00,5,3,4,0,287,16,19,4,0,11 +saundto01,1999,1,TBA,AL,3,3,9,9,0,0,0,126,53,30,6,29,30,0.315,6.43,0,3,4,0,204,0,39,1,2,8 +schefaa01,1999,1,SEA,AL,0,0,4,0,0,0,0,14,6,1,0,3,4,0.353,1.93,0,0,1,0,24,3,5,0,3,0 +schilcu01,1999,1,PHI,NL,15,6,24,24,8,1,0,541,159,71,25,44,152,0.237,3.54,0,4,5,0,735,0,74,11,3,12 +schmija01,1999,1,PIT,NL,13,11,33,33,2,0,0,638,219,99,24,85,148,0.262,4.19,4,6,3,4,937,0,110,7,7,13 +schoesc01,1999,1,ANA,AL,1,1,31,0,0,0,0,118,47,24,4,14,22,0.294,5.49,1,1,0,0,175,6,27,0,1,6 +schoupe01,1999,1,PIT,NL,4,7,30,17,0,0,0,339,128,67,20,49,94,0.287,5.34,5,0,5,0,511,2,75,3,8,7 +schrest01,1999,1,PHI,NL,1,3,32,2,0,0,1,151,41,24,6,14,36,0.223,4.29,4,2,7,0,209,8,24,3,1,4 +seaneru01,1999,1,ATL,NL,6,1,56,0,0,0,3,161,47,20,3,21,41,0.234,3.35,1,3,1,0,225,13,21,0,2,3 +seleaa01,1999,1,TEX,AL,18,9,33,33,2,2,0,615,244,109,21,70,186,0.293,4.79,3,4,12,0,920,0,115,1,3,17 +serafda01,1999,1,CHN,NL,3,2,42,4,0,0,1,187,86,48,9,32,17,0.333,6.93,3,3,1,0,302,8,51,8,3,8 +servisc01,1999,1,KCA,AL,5,5,68,0,0,0,8,226,87,51,13,42,68,0.294,6.09,8,3,3,0,352,29,51,4,7,8 +shawje01,1999,1,LAN,NL,2,4,64,0,0,0,34,204,64,21,6,15,43,0.242,2.78,1,1,1,0,284,56,25,1,2,2 +shueypa01,1999,1,CLE,AL,8,5,72,0,0,0,6,245,68,32,8,40,103,0.223,3.53,7,8,1,0,351,28,37,4,1,6 +shumaan01,1999,1,PHI,NL,0,3,8,4,0,0,0,68,23,15,3,14,17,0.261,5.96,0,1,1,1,105,2,17,2,0,0 +silvajo01,1999,1,PIT,NL,2,8,34,12,0,0,4,292,108,62,10,39,77,0.281,5.73,0,4,3,3,433,9,70,3,3,11 +simasbi01,1999,1,CHA,AL,6,3,70,0,0,0,2,216,73,30,6,32,41,0.263,3.75,6,4,6,1,324,21,36,4,4,6 +sinclst01,1999,1,TOR,AL,0,0,3,0,0,0,0,17,7,8,4,4,3,0.304,12.71,0,0,1,0,28,1,8,0,0,1 +sinclst01,1999,2,SEA,AL,0,1,18,0,0,0,0,41,15,6,1,10,15,0.268,3.95,2,0,1,0,67,5,8,0,0,0 +sirotmi01,1999,1,CHA,AL,11,13,32,32,3,1,0,627,236,93,24,57,125,0.283,4.00,2,4,3,0,909,0,108,5,9,16 +slocuhe01,1999,1,BAL,AL,0,0,10,0,0,0,0,26,15,12,2,9,12,0.395,12.46,2,1,2,0,49,7,12,0,0,2 +slocuhe01,1999,2,SLN,NL,3,2,40,0,0,0,2,160,49,14,3,30,48,0.243,2.36,5,3,1,0,238,12,16,4,1,5 +slusajo01,1999,1,HOU,NL,0,0,3,0,0,0,0,11,1,0,0,3,3,0.083,0.00,1,0,0,0,15,1,0,0,0,0 +smartjd01,1999,1,MON,NL,0,1,29,0,0,0,0,156,56,29,4,17,21,0.276,5.02,0,0,0,0,223,6,30,2,1,4 +smithda06,1999,1,MON,NL,4,9,20,17,0,0,0,269,104,60,12,39,72,0.293,6.02,0,3,4,0,407,0,64,7,2,5 +smoltjo01,1999,1,ATL,NL,11,8,29,29,1,1,0,559,168,66,14,40,156,0.245,3.19,2,2,4,0,746,0,70,10,5,19 +snydejo02,1999,1,CHA,AL,9,12,25,25,1,0,0,388,167,96,27,49,67,0.311,6.68,0,11,6,0,602,0,103,3,7,7 +sodowcl01,1999,1,SLN,NL,0,1,3,1,0,0,0,19,15,11,1,6,2,0.455,15.63,0,0,0,0,39,0,11,0,0,1 +sparkje01,1999,1,TBA,AL,0,0,8,0,0,0,1,30,6,6,1,12,17,0.171,5.40,1,1,1,0,49,2,6,1,0,0 +sparkst01,1999,1,ANA,AL,5,11,28,26,0,0,0,443,165,89,21,82,73,0.281,5.42,0,8,9,0,688,1,101,2,8,6 +speieju01,1999,1,ATL,NL,0,0,19,0,0,0,0,86,28,18,8,13,22,0.248,5.65,1,0,0,0,127,8,18,0,1,1 +spencse01,1999,1,SEA,AL,0,0,2,0,0,0,0,5,5,4,0,3,2,0.556,21.60,0,0,0,0,12,0,4,0,0,0 +spencst02,1999,1,SDN,NL,0,7,9,8,0,0,0,115,56,39,11,11,36,0.335,9.16,1,1,1,1,183,1,44,4,0,2 +spoljpa01,1999,1,PHI,NL,0,3,5,3,0,0,0,34,23,19,1,7,10,0.426,15.09,0,0,1,0,64,1,24,1,1,1 +spoljpa01,1999,2,TOR,AL,2,2,37,2,0,0,0,186,62,32,9,32,63,0.258,4.65,2,1,2,0,282,7,41,5,3,3 +spradje01,1999,1,CLE,AL,0,0,4,0,0,0,0,9,6,6,1,3,2,0.400,18.00,0,0,0,0,18,1,6,0,0,0 +spradje01,1999,2,SFN,NL,3,1,59,0,0,0,0,174,59,27,4,29,52,0.259,4.19,6,2,10,0,268,14,31,1,0,6 +sprinde01,1999,1,FLO,NL,6,16,38,29,3,2,1,589,231,106,23,64,83,0.303,4.86,4,2,7,0,855,3,121,12,10,20 +sprinru01,1999,1,ATL,NL,2,1,49,0,0,0,1,142,31,18,5,22,49,0.185,3.42,2,0,2,0,194,8,20,0,2,0 +stantmi02,1999,1,NYA,AL,2,2,73,1,0,0,0,187,71,30,5,18,59,0.289,4.33,4,2,1,0,271,10,30,4,2,2 +starkde01,1999,1,SEA,AL,0,0,5,0,0,0,0,19,10,7,0,4,4,0.370,9.95,0,0,0,0,31,2,8,0,0,2 +steinbl01,1999,1,OAK,AL,0,0,1,1,0,0,0,8,6,5,1,6,4,0.462,16.88,0,1,0,0,19,0,5,0,0,0 +steinbl01,1999,2,KCA,AL,1,2,12,11,0,0,0,211,59,32,10,41,43,0.230,4.09,1,2,7,0,308,0,33,2,1,8 +stephga01,1999,1,SLN,NL,6,3,18,12,0,0,0,256,90,40,11,29,59,0.275,4.22,1,0,5,0,371,1,43,5,5,5 +steveda01,1999,1,CLE,AL,0,0,5,0,0,0,0,27,10,10,1,8,6,0.286,10.00,1,1,0,0,44,0,10,0,1,0 +stottto01,1999,1,ARI,NL,6,3,17,17,0,0,0,304,106,46,12,40,74,0.268,4.09,1,2,6,0,446,0,51,3,1,6 +stricsc01,1999,1,MON,NL,0,1,17,0,0,0,0,54,15,9,3,11,23,0.231,4.50,0,0,0,0,78,5,10,2,0,2 +stullev01,1999,1,ATL,NL,0,0,1,0,0,0,0,2,2,1,0,2,0,0.500,13.50,0,0,0,0,7,0,3,0,1,0 +sturtta01,1999,1,CHA,AL,0,0,1,1,0,0,0,18,4,0,0,2,2,0.200,0.00,0,0,0,0,22,0,0,0,0,1 +sullisc01,1999,1,CIN,NL,5,4,79,0,0,0,3,341,88,38,10,47,78,0.217,3.01,4,6,8,1,470,16,41,4,4,7 +suppaje01,1999,1,KCA,AL,10,12,32,32,4,1,0,626,222,105,28,62,103,0.274,4.53,4,5,3,1,887,0,113,7,5,27 +suzukma01,1999,1,SEA,AL,0,2,16,4,0,0,0,126,47,44,7,34,32,0.283,9.43,2,2,4,0,207,3,47,0,3,0 +suzukma01,1999,2,KCA,AL,2,3,22,9,0,0,0,204,77,39,9,30,36,0.287,5.16,1,9,3,0,303,3,45,2,0,7 +swindgr01,1999,1,ARI,NL,4,0,63,0,0,0,1,194,54,18,8,21,51,0.230,2.51,1,0,1,0,261,15,19,4,0,4 +tamje01,1999,1,CLE,AL,0,0,1,0,0,0,0,1,2,3,0,1,0,1.000,81.00,1,0,0,0,4,0,3,1,0,0 +tamje01,1999,2,NYN,NL,0,0,9,0,0,0,0,34,6,4,3,3,8,0.150,3.18,0,0,0,0,43,3,4,0,0,0 +tapanke01,1999,1,CHN,NL,6,12,23,23,1,0,0,408,151,73,12,33,73,0.280,4.83,2,3,4,0,591,0,81,8,7,8 +tavarju01,1999,1,SFN,NL,2,0,47,0,0,0,0,164,65,36,7,25,33,0.295,5.93,3,4,8,1,258,12,38,3,2,5 +taylobi04,1999,1,OAK,AL,1,5,43,0,0,0,26,129,48,19,3,14,38,0.287,3.98,3,1,2,1,189,38,23,4,2,3 +taylobi04,1999,2,NYN,NL,0,1,18,0,0,0,0,40,20,12,2,9,14,0.345,8.10,5,0,0,0,68,5,12,1,0,1 +tejermi01,1999,1,FLO,NL,0,0,3,1,0,0,0,19,10,8,1,5,7,0.385,11.37,0,0,0,0,31,1,8,0,0,1 +telemam01,1999,1,ARI,NL,1,0,5,0,0,0,0,18,7,5,2,6,2,0.333,7.50,1,0,0,0,28,3,5,1,0,2 +telemam01,1999,2,PHI,NL,3,0,44,0,0,0,0,141,45,29,8,20,41,0.250,5.55,3,5,2,0,206,7,29,3,1,4 +telfoan01,1999,1,MON,NL,5,4,79,0,0,0,2,288,112,42,3,38,69,0.295,3.94,3,3,3,1,429,21,52,3,5,8 +tessmja01,1999,1,NYA,AL,0,0,6,0,0,0,0,20,16,11,1,4,3,0.444,14.85,2,0,1,0,41,4,11,0,0,1 +thompju02,1999,1,DET,AL,9,11,24,24,0,0,0,428,152,81,24,59,83,0.274,5.11,1,2,4,0,626,0,85,1,7,16 +thompma01,1999,1,SLN,NL,1,3,5,5,0,0,0,88,26,9,1,17,22,0.241,2.76,1,1,2,0,130,0,12,3,0,3 +thomsjo01,1999,1,COL,NL,1,10,14,13,1,0,0,188,85,56,11,36,34,0.324,8.04,1,2,1,0,305,1,62,4,2,4 +thurmmi01,1999,1,MON,NL,7,11,29,27,0,0,0,440,140,66,17,52,85,0.251,4.05,4,4,7,1,627,1,84,8,3,10 +timlimi01,1999,1,BAL,AL,3,9,62,0,0,0,27,189,51,25,9,23,50,0.221,3.57,3,1,5,0,261,52,30,1,1,8 +tomkobr01,1999,1,CIN,NL,5,7,33,26,1,0,0,516,175,94,31,60,132,0.263,4.92,10,8,4,0,744,1,103,9,5,9 +trachst01,1999,1,CHN,NL,8,18,34,34,4,0,0,617,226,127,32,64,149,0.280,5.56,4,8,3,3,894,0,133,6,14,17 +trombmi01,1999,1,MIN,AL,2,8,75,0,0,0,24,262,93,42,15,28,82,0.272,4.33,2,6,2,0,377,56,42,2,3,6 +urbinug01,1999,1,MON,NL,6,6,71,0,0,0,41,227,59,31,6,36,100,0.208,3.69,6,6,0,0,323,62,35,1,2,3 +valdeis01,1999,1,LAN,NL,9,14,32,32,2,1,0,610,213,90,32,58,143,0.270,3.98,2,6,6,0,871,0,97,9,8,13 +vazquja01,1999,1,MON,NL,9,8,26,26,3,1,0,464,154,86,20,52,113,0.255,5.00,4,2,4,0,667,0,98,3,3,13 +venafmi01,1999,1,TEX,AL,3,2,65,0,0,0,0,205,63,25,4,22,37,0.251,3.29,0,0,3,0,283,11,29,5,2,12 +veresda01,1999,1,COL,NL,4,8,73,0,0,0,31,231,88,44,14,37,71,0.290,5.14,7,8,2,1,349,63,46,5,2,8 +villoro01,1999,1,CIN,NL,9,7,29,22,0,0,2,428,114,67,8,73,97,0.219,4.23,2,6,5,0,610,2,70,9,3,5 +vizcalu01,1999,1,OAK,AL,0,0,1,0,0,0,0,10,3,2,1,3,2,0.231,5.40,0,1,0,0,16,1,2,0,0,0 +vosbeed01,1999,1,SDN,NL,0,0,15,0,0,0,0,25,16,9,1,3,6,0.421,9.72,0,1,2,0,47,3,11,2,2,0 +vosbeed01,1999,2,ARI,NL,0,1,4,0,0,0,0,8,6,1,0,0,2,0.462,3.38,0,0,0,0,13,0,1,0,0,1 +wagnebi02,1999,1,HOU,NL,4,1,66,0,0,0,39,224,35,13,5,23,124,0.135,1.57,1,2,1,0,286,55,14,2,1,0 +wagnepa01,1999,1,CLE,AL,1,0,3,0,0,0,0,13,5,2,0,3,0,0.263,4.15,0,0,2,0,24,1,4,0,0,0 +wainhda01,1999,1,COL,NL,0,0,19,0,0,0,0,86,37,22,6,16,18,0.330,6.91,0,1,0,0,131,11,22,0,3,6 +wakefti01,1999,1,BOS,AL,6,11,49,17,0,0,15,420,146,79,19,72,104,0.266,5.08,2,1,5,0,635,28,93,1,8,9 +wallade01,1999,1,KCA,AL,0,1,8,0,0,0,0,25,7,3,2,5,5,0.259,3.24,0,0,0,0,34,4,4,1,1,1 +wallaje01,1999,1,PIT,NL,1,0,41,0,0,0,0,117,26,16,2,38,41,0.195,3.69,1,5,0,0,176,7,17,4,1,5 +walldo01,1999,1,SDN,NL,7,4,55,0,0,0,0,211,58,24,11,23,53,0.219,3.07,3,6,0,0,290,12,31,1,1,3 +wardbr01,1999,1,CHA,AL,0,1,40,0,0,0,0,118,63,33,10,11,35,0.368,7.55,1,2,0,0,183,8,36,0,1,7 +wasdijo01,1999,1,BOS,AL,8,3,45,0,0,0,2,223,66,34,14,18,57,0.236,4.12,0,2,0,0,302,17,38,2,2,4 +washbja01,1999,1,ANA,AL,4,5,16,10,0,0,0,185,61,36,6,26,39,0.261,5.25,0,2,1,0,264,3,36,1,2,7 +watsoal01,1999,1,NYN,NL,2,2,14,4,0,0,1,119,36,18,5,22,32,0.252,4.08,3,2,1,0,173,6,18,3,4,3 +watsoal01,1999,2,SEA,AL,0,1,3,0,0,0,0,9,6,4,5,3,2,0.400,12.00,0,1,0,0,19,2,9,0,1,0 +watsoal01,1999,3,NYA,AL,4,0,21,0,0,0,0,103,30,8,3,10,30,0.236,2.10,0,1,0,0,137,6,8,0,0,2 +weathda01,1999,1,MIL,NL,7,4,63,0,0,0,2,279,102,48,14,38,74,0.279,4.65,3,1,2,1,414,14,49,4,4,1 +weaveer01,1999,1,SEA,AL,0,1,8,0,0,0,0,28,14,11,2,8,14,0.318,10.61,1,5,0,0,52,2,12,0,0,0 +weaveje01,1999,1,DET,AL,9,12,30,29,0,0,0,491,176,101,27,56,114,0.278,5.55,2,0,17,0,717,1,104,5,5,18 +wellsbo01,1999,1,MIN,AL,8,3,76,0,0,0,1,262,79,37,8,28,44,0.245,3.81,4,4,5,0,364,18,41,5,3,5 +wellsda01,1999,1,TOR,AL,17,10,34,34,7,1,0,695,246,124,32,62,169,0.271,4.82,2,1,6,0,987,0,132,6,6,19 +wellski01,1999,1,CHA,AL,4,1,7,7,0,0,0,107,33,16,2,15,29,0.248,4.04,0,1,3,2,153,0,17,0,2,4 +wendetu01,1999,1,NYN,NL,5,4,80,0,0,0,3,257,80,29,9,37,77,0.245,3.05,8,2,2,1,369,14,31,2,1,4 +wengedo01,1999,1,KCA,AL,0,1,11,1,0,0,0,73,41,25,6,5,10,0.376,9.25,0,0,0,0,116,2,26,0,2,3 +wettejo01,1999,1,TEX,AL,4,4,62,0,0,0,43,198,67,27,9,19,60,0.262,3.68,1,0,0,0,281,59,30,1,5,3 +wheelda01,1999,1,TBA,AL,0,4,6,6,0,0,0,92,35,20,7,13,32,0.287,5.87,1,1,0,0,136,0,20,1,0,3 +whisema01,1999,1,KCA,AL,4,4,48,0,0,0,1,119,40,28,4,26,27,0.267,6.35,1,1,7,0,184,21,28,1,0,7 +whisema01,1999,2,SDN,NL,0,1,19,0,0,0,0,44,10,6,0,10,10,0.200,3.68,1,0,0,0,60,4,6,0,0,3 +whitega01,1999,1,CIN,NL,1,2,50,0,0,0,0,183,68,30,13,14,61,0.281,4.43,1,0,2,0,261,18,31,2,1,4 +whitema02,1999,1,SDN,NL,1,0,10,0,0,0,0,33,19,17,1,5,9,0.396,13.91,0,1,0,0,55,4,17,1,1,1 +whiteri01,1999,1,TBA,AL,5,3,63,1,0,0,0,324,132,49,8,38,81,0.304,4.08,5,3,1,0,480,11,56,2,5,12 +wickmbo01,1999,1,MIL,NL,3,8,71,0,0,0,37,223,75,28,6,38,60,0.262,3.39,6,2,2,0,331,63,31,3,2,7 +wilkima01,1999,1,PIT,NL,2,3,46,0,0,0,0,153,49,24,3,26,44,0.257,4.24,1,4,4,1,227,14,28,4,2,4 +willibr01,1999,1,HOU,NL,2,1,50,0,0,0,0,202,69,33,4,35,53,0.272,4.41,2,7,5,0,303,15,35,5,4,2 +willije01,1999,1,LAN,NL,2,0,5,3,0,0,0,53,12,8,2,9,7,0.190,4.08,0,0,0,0,73,1,10,1,0,2 +willimi03,1999,1,PIT,NL,3,4,58,0,0,0,23,175,63,33,9,37,76,0.276,5.09,7,4,1,0,269,50,36,2,1,4 +willisc01,1999,1,CIN,NL,12,7,62,0,0,0,19,280,54,25,8,43,107,0.171,2.41,6,13,1,0,366,40,29,5,2,11 +willito02,1999,1,SEA,AL,0,0,13,0,0,0,0,29,11,5,1,7,7,0.289,4.66,0,0,1,0,47,7,5,1,0,1 +williwo02,1999,1,SDN,NL,12,12,33,33,0,0,0,625,213,102,33,73,137,0.268,4.41,5,9,2,0,887,0,106,9,9,14 +winkejo01,1999,1,ATL,NL,0,0,1,0,0,0,0,1,4,2,0,1,0,1.000,54.00,1,0,0,0,6,0,2,1,0,0 +witasja01,1999,1,KCA,AL,9,12,32,28,1,1,0,475,191,98,23,83,102,0.304,5.57,1,5,8,2,732,2,108,4,8,18 +wittbo01,1999,1,TBA,AL,7,15,32,32,3,2,0,541,213,117,23,96,123,0.304,5.84,1,9,3,1,815,0,130,7,8,27 +wohlema01,1999,1,ATL,NL,0,0,2,0,0,0,0,2,1,2,0,6,0,0.333,27.00,0,0,0,0,10,0,2,1,0,0 +wolcobo01,1999,1,BOS,AL,0,0,4,0,0,0,0,20,8,6,1,3,2,0.333,8.10,0,0,1,0,29,1,6,0,1,2 +wolfra02,1999,1,PHI,NL,6,9,22,21,0,0,0,365,126,75,20,67,116,0.266,5.55,0,4,5,0,552,0,78,5,1,6 +woodabr01,1999,1,CHN,NL,0,1,6,3,0,0,0,48,17,10,5,6,7,0.270,5.63,0,1,1,0,71,3,12,0,1,1 +woodast01,1999,1,MIL,NL,11,8,31,29,2,0,0,555,219,93,23,36,119,0.294,4.52,7,4,6,1,801,0,101,9,4,19 +worreti01,1999,1,OAK,AL,2,2,53,0,0,0,0,208,69,32,6,34,62,0.256,4.15,1,1,3,0,309,17,38,1,1,4 +wrighja01,1999,1,COL,NL,4,3,16,16,0,0,0,283,110,51,10,54,49,0.308,4.87,3,3,4,0,423,0,52,3,4,11 +wrighja02,1999,1,CLE,AL,8,10,26,26,0,0,0,401,144,90,18,77,91,0.277,6.06,1,4,7,0,609,0,99,3,3,11 +yanes01,1999,1,TBA,AL,3,4,50,1,0,0,0,183,77,40,8,32,46,0.326,5.90,4,2,9,0,286,15,41,6,3,8 +yarnaed01,1999,1,NYA,AL,1,0,5,2,0,0,0,51,17,7,1,10,13,0.254,3.71,0,0,0,0,77,2,8,0,0,0 +yoshima01,1999,1,NYN,NL,12,8,31,29,1,0,0,522,168,85,25,58,105,0.260,4.40,3,1,6,0,723,1,86,7,6,21 +zimmeje02,1999,1,TEX,AL,9,3,65,0,0,0,3,263,50,23,9,23,67,0.166,2.36,1,2,2,0,336,14,24,3,6,5 +zimmejo01,1999,1,SEA,AL,0,0,12,0,0,0,0,24,14,7,0,4,3,0.389,7.88,0,1,1,0,41,2,8,0,0,3 +abbotpa01,2000,1,SEA,AL,9,7,35,27,0,0,0,537,164,84,23,80,100,0.243,4.22,4,3,5,0,766,2,89,1,4,20 +aceveju01,2000,1,MIL,NL,3,7,62,0,0,0,0,248,77,35,11,31,51,0.246,3.81,9,3,1,2,347,18,38,1,1,7 +adamste01,2000,1,LAN,NL,6,9,66,0,0,0,2,253,80,33,6,39,56,0.245,3.52,0,5,0,0,369,18,42,3,0,9 +aguilri01,2000,1,CHN,NL,1,2,54,0,0,0,29,143,47,26,11,18,38,0.251,4.91,2,1,4,0,210,44,28,1,0,3 +aldresc01,2000,1,PHI,NL,1,3,23,0,0,0,0,61,23,13,3,10,21,0.284,5.75,0,1,1,0,95,5,14,1,2,1 +alfonan01,2000,1,FLO,NL,5,6,68,0,0,0,45,210,82,33,7,24,47,0.291,4.24,3,0,1,2,311,62,35,3,1,10 +almanar01,2000,1,FLO,NL,4,2,67,0,0,0,0,139,38,25,3,43,46,0.228,4.86,6,1,2,0,216,8,27,2,2,2 +almanca01,2000,1,SDN,NL,4,5,62,0,0,0,0,209,73,34,12,25,56,0.266,4.39,2,2,4,0,308,11,35,2,3,4 +alvarju01,2000,1,ANA,AL,0,0,11,0,0,0,0,18,14,9,3,7,2,0.467,13.50,1,1,0,0,38,3,9,0,1,1 +anderbr02,2000,1,ARI,NL,11,7,33,32,2,0,0,640,226,96,38,39,104,0.275,4.05,7,1,3,4,876,0,101,6,6,25 +anderji02,2000,1,PIT,NL,5,11,27,26,1,0,0,432,169,84,13,58,73,0.294,5.25,2,6,7,0,648,0,94,5,3,23 +anderma01,2000,1,DET,AL,3,2,69,0,0,0,1,223,61,39,8,45,71,0.228,4.72,4,4,3,0,324,27,44,2,6,6 +andrecl01,2000,1,TOR,AL,1,2,8,2,0,0,0,62,34,23,6,9,12,0.374,10.02,0,0,0,1,102,1,23,1,1,1 +ankieri01,2000,1,SLN,NL,11,7,31,30,0,0,0,525,137,68,21,90,194,0.219,3.50,2,12,6,2,735,0,80,8,6,15 +appieke01,2000,1,OAK,AL,15,11,31,31,1,1,0,586,200,98,23,102,129,0.262,4.52,10,6,9,0,884,0,109,5,6,15 +armasto02,2000,1,MON,NL,7,9,17,17,0,0,0,285,74,46,10,50,59,0.218,4.36,2,3,3,0,403,0,49,7,3,7 +arnolja01,2000,1,LAN,NL,0,0,2,0,0,0,0,20,4,3,0,5,3,0.174,4.05,0,1,1,0,30,2,3,0,1,0 +arnolja01,2000,2,CHN,NL,0,3,12,4,0,0,1,98,34,24,1,19,13,0.274,6.61,0,1,3,0,151,3,28,2,3,3 +arrojro01,2000,1,COL,NL,5,9,19,19,0,0,0,304,120,68,14,46,80,0.299,6.04,6,1,12,2,470,0,77,3,7,13 +arrojro01,2000,2,BOS,AL,5,2,13,13,0,0,0,214,67,40,10,22,44,0.245,5.05,0,3,4,0,301,0,41,1,0,6 +arroybr01,2000,1,PIT,NL,2,6,20,12,0,0,0,215,88,51,10,36,50,0.302,6.40,6,3,4,1,338,1,61,5,2,1 +ashbyan01,2000,1,PHI,NL,4,7,16,16,1,0,0,304,113,64,17,38,51,0.288,5.68,5,4,5,0,455,0,75,11,9,6 +ashbyan01,2000,2,ATL,NL,8,6,15,15,2,1,0,294,103,45,12,23,55,0.271,4.13,4,2,1,1,412,0,49,7,1,6 +astacpe01,2000,1,COL,NL,12,9,32,32,3,0,0,589,217,115,32,77,193,0.281,5.27,5,8,15,0,875,0,119,7,4,19 +aybarma01,2000,1,COL,NL,0,1,1,0,0,0,0,5,5,3,1,0,0,0.500,16.20,0,0,0,0,10,0,3,0,0,0 +aybarma01,2000,2,CIN,NL,1,1,32,0,0,0,0,151,51,27,7,22,31,0.262,4.83,2,7,2,1,226,10,31,4,3,3 +aybarma01,2000,3,FLO,NL,1,0,21,0,0,0,0,82,18,8,3,13,14,0.184,2.63,1,0,0,0,113,10,8,1,1,1 +baldwja01,2000,1,CHA,AL,14,7,29,28,2,1,0,534,185,92,34,59,116,0.272,4.65,3,4,8,1,758,0,96,6,5,20 +balejo01,2000,1,TOR,AL,0,0,2,0,0,0,0,11,5,6,1,3,6,0.313,14.73,0,0,2,0,22,0,7,0,1,0 +barcelo01,2000,1,CHA,AL,4,2,22,1,0,0,0,117,34,16,5,9,26,0.231,3.69,1,1,0,0,157,5,17,0,1,1 +batismi01,2000,1,MON,NL,0,1,4,0,0,0,0,25,19,13,2,3,7,0.452,14.04,0,0,2,0,49,0,14,1,1,0 +batismi01,2000,2,KCA,AL,2,6,14,9,0,0,0,171,66,49,17,34,30,0.292,7.74,2,4,0,0,261,2,54,0,1,5 +beckro01,2000,1,BOS,AL,3,0,34,0,0,0,0,122,34,14,2,12,35,0.222,3.10,1,1,2,0,169,8,15,2,0,1 +beirnke01,2000,1,CHA,AL,1,3,29,1,0,0,0,149,50,37,9,20,41,0.263,6.70,1,1,4,0,220,8,41,1,5,4 +belchti01,2000,1,ANA,AL,4,5,9,9,1,0,0,122,45,31,8,22,22,0.281,6.86,1,1,2,1,186,0,31,1,1,5 +belinst01,2000,1,COL,NL,1,3,46,0,0,0,1,107,39,28,10,17,40,0.277,7.07,4,2,2,0,166,10,32,4,2,1 +belinst01,2000,2,ATL,NL,0,0,10,0,0,0,0,33,16,12,4,5,11,0.348,9.82,1,0,1,0,54,7,12,0,2,1 +belitto01,2000,1,OAK,AL,0,0,5,0,0,0,0,10,4,1,0,4,3,0.267,2.70,0,1,0,0,19,3,2,0,0,0 +bellde01,2000,1,NYN,NL,0,0,1,0,0,0,0,3,3,4,0,3,0,0.429,36.00,0,0,0,0,10,1,5,0,0,0 +bellro01,2000,1,CIN,NL,7,8,26,26,1,0,0,421,130,78,32,73,112,0.243,5.00,6,11,1,0,618,0,84,8,2,7 +beltrri01,2000,1,COL,NL,0,0,1,1,0,0,0,4,6,6,2,3,1,0.600,40.50,0,0,0,0,13,0,6,0,0,0 +benesal01,2000,1,SLN,NL,2,2,30,0,0,0,0,138,54,29,7,23,26,0.290,5.67,2,5,2,0,214,16,33,2,1,4 +benesan01,2000,1,SLN,NL,12,9,30,27,1,0,0,498,174,90,30,68,137,0.275,4.88,0,1,1,0,719,1,95,9,8,16 +benitar01,2000,1,NYN,NL,4,4,76,0,0,0,41,228,39,22,10,38,106,0.148,2.61,2,0,0,0,304,68,24,2,1,2 +bensokr01,2000,1,PIT,NL,10,12,32,32,2,1,0,653,206,93,24,86,184,0.249,3.85,5,5,10,0,936,0,104,7,6,21 +bereja01,2000,1,MIL,NL,6,7,20,20,0,0,0,345,115,63,19,63,98,0.264,4.93,7,3,1,1,515,0,66,12,3,4 +bereja01,2000,2,CLE,AL,6,3,11,11,0,0,0,163,65,40,6,26,44,0.297,6.63,0,2,4,0,252,0,41,0,3,4 +bergmse01,2000,1,MIN,AL,4,5,15,14,0,0,0,204,111,73,18,33,35,0.374,9.66,1,2,2,0,337,0,76,2,3,11 +bernead01,2000,1,DET,AL,0,1,12,4,0,0,0,103,33,16,3,13,20,0.270,4.19,1,1,1,0,141,4,18,2,3,5 +biddlro01,2000,1,CHA,AL,1,2,4,4,0,0,0,68,31,21,5,8,7,0.326,8.34,0,2,0,0,105,0,25,0,2,1 +blairwi01,2000,1,DET,AL,10,6,47,17,0,0,0,470,185,85,20,35,74,0.296,4.88,0,2,2,0,671,8,89,1,7,20 +blankma01,2000,1,MON,NL,0,1,13,0,0,0,0,42,12,8,1,5,4,0.226,5.14,1,0,1,0,63,3,8,2,1,0 +bochtdo01,2000,1,KCA,AL,0,2,6,0,0,0,0,25,13,6,2,10,4,0.371,6.48,4,1,0,0,46,2,6,1,0,2 +boehrbr01,2000,1,SDN,NL,0,3,7,3,0,0,0,47,18,10,4,10,9,0.286,5.74,0,0,0,0,74,1,15,0,1,1 +bogarti01,2000,1,HOU,NL,0,0,2,0,0,0,0,6,2,1,1,1,1,0.250,4.50,0,0,0,0,9,2,1,0,0,0 +bohanbr01,2000,1,COL,NL,12,10,34,26,2,1,0,531,181,92,24,79,98,0.266,4.68,4,2,6,0,772,0,101,4,3,22 +bonesri01,2000,1,FLO,NL,2,3,56,0,0,0,0,232,94,39,6,27,59,0.303,4.54,8,2,3,1,352,13,43,6,6,8 +borbope02,2000,1,TOR,AL,1,1,59,0,0,0,1,125,45,30,5,38,29,0.280,6.48,5,0,5,0,213,6,37,2,7,2 +borkoda01,2000,1,DET,AL,0,1,2,1,0,0,0,16,11,13,2,7,1,0.423,21.94,1,0,0,0,34,0,13,0,1,0 +bottari01,2000,1,KCA,AL,9,6,62,0,0,0,16,218,65,39,12,41,56,0.239,4.83,3,5,2,1,319,50,40,3,1,6 +botteke01,2000,1,ANA,AL,7,8,21,21,0,0,0,383,144,81,25,56,75,0.285,5.71,4,1,3,0,571,0,82,2,5,6 +botteke01,2000,2,PHI,NL,1,2,8,8,1,1,0,132,41,22,5,21,31,0.240,4.50,0,0,0,0,194,0,24,0,2,1 +boydja02,2000,1,PHI,NL,0,1,30,0,0,0,0,103,39,25,2,24,32,0.293,6.55,4,1,1,0,161,11,28,3,0,6 +bradfch01,2000,1,CHA,AL,1,0,12,0,0,0,0,41,13,3,0,1,9,0.255,1.98,1,0,0,0,52,5,4,0,0,4 +brantje01,2000,1,PHI,NL,2,7,55,0,0,0,23,166,64,36,12,29,57,0.288,5.86,0,2,2,0,256,47,36,1,2,1 +breale01,2000,1,BAL,AL,0,1,6,1,0,0,0,27,12,11,1,10,5,0.324,11.00,0,1,1,0,49,3,11,0,1,1 +brewija01,2000,1,CLE,AL,3,0,26,0,0,0,0,136,56,27,3,19,34,0.311,5.36,0,1,2,0,205,10,28,2,2,9 +brocado01,2000,1,DET,AL,5,4,49,0,0,0,0,152,57,23,5,14,41,0.285,4.09,2,1,1,1,221,10,25,3,3,5 +brockch01,2000,1,PHI,NL,7,8,63,5,0,0,1,280,85,45,21,41,69,0.239,4.34,0,4,3,1,403,17,48,1,2,7 +broweji01,2000,1,CLE,AL,2,3,17,11,0,0,0,186,80,43,11,31,32,0.309,6.24,1,3,2,0,293,1,45,1,0,4 +brownke01,2000,1,LAN,NL,13,6,33,33,5,1,0,690,181,66,21,47,216,0.213,2.58,1,4,9,0,921,0,76,13,4,11 +brownma04,2000,1,PHI,NL,1,0,2,0,0,0,0,15,7,4,1,3,3,0.333,7.20,0,0,0,0,25,0,4,1,0,0 +bruneju01,2000,1,SLN,NL,0,0,4,0,0,0,0,14,8,3,0,5,2,0.364,5.79,0,1,0,1,27,2,3,0,0,0 +bruskji01,2000,1,MIL,NL,1,0,15,0,0,0,0,50,22,12,5,12,8,0.314,6.48,1,0,2,0,85,1,15,0,1,2 +buddimi01,2000,1,MIL,NL,0,0,5,0,0,0,0,18,8,3,0,1,5,0.320,4.50,1,0,0,0,27,2,3,1,0,0 +buehrma01,2000,1,CHA,AL,4,1,28,3,0,0,0,154,55,24,5,19,37,0.272,4.21,1,0,3,0,225,6,27,1,0,4 +bulliki01,2000,1,PHI,NL,0,0,3,0,0,0,0,10,4,2,0,0,4,0.308,5.40,0,0,0,0,14,1,2,0,1,0 +burbada01,2000,1,CLE,AL,16,6,32,32,0,0,0,574,199,95,19,91,180,0.267,4.47,2,7,2,0,848,0,99,5,5,12 +burkejo03,2000,1,ATL,NL,10,6,31,22,0,0,0,403,162,73,13,51,110,0.303,4.89,2,2,4,0,603,4,79,8,5,12 +burneaj01,2000,1,FLO,NL,3,7,13,13,0,0,0,248,80,44,8,44,57,0.259,4.79,3,2,2,0,364,0,46,6,3,4 +byrdati01,2000,1,KCA,AL,0,1,12,0,0,0,0,19,11,8,3,4,8,0.367,11.37,0,1,0,0,34,1,8,0,0,1 +byrdpa01,2000,1,PHI,NL,2,9,17,15,0,0,0,249,89,60,17,35,53,0.271,6.51,2,1,3,0,371,0,67,3,1,4 +cabrejo01,2000,1,HOU,NL,2,3,52,0,0,0,2,178,74,39,10,17,41,0.308,5.92,2,1,3,1,266,22,40,3,3,3 +cairnca01,2000,1,CLE,AL,1,0,15,0,0,0,0,28,11,4,1,3,8,0.306,3.86,1,0,0,0,40,2,4,0,1,1 +cammaer01,2000,1,NYN,NL,0,0,8,0,0,0,0,30,7,7,1,10,9,0.194,6.30,1,0,1,0,48,2,7,0,1,0 +carlybu01,2000,1,SDN,NL,0,0,4,0,0,0,0,9,6,7,0,3,2,0.400,21.00,0,0,0,0,18,2,7,0,0,0 +carpech01,2000,1,TOR,AL,10,12,34,27,2,0,0,526,204,122,30,83,113,0.290,6.26,1,3,5,0,795,1,130,3,1,19 +carragi01,2000,1,COL,NL,0,1,8,0,0,0,0,40,21,19,5,11,15,0.356,12.83,2,0,1,0,72,2,19,0,1,0 +carrahe01,2000,1,MIN,AL,4,3,61,0,0,0,1,216,75,34,6,33,57,0.271,4.25,0,14,3,0,324,18,38,6,4,3 +carrahe01,2000,2,BOS,AL,1,1,8,1,0,0,0,20,15,7,2,5,7,0.469,9.45,1,0,1,1,40,2,8,2,0,0 +castifr01,2000,1,TOR,AL,10,5,25,24,0,0,0,414,112,55,18,56,104,0.220,3.59,0,0,5,0,576,1,58,5,2,4 +charlno01,2000,1,CIN,NL,0,0,2,0,0,0,0,9,6,9,1,6,1,0.429,27.00,0,1,0,0,20,2,9,0,0,1 +chenbr01,2000,1,ATL,NL,4,0,22,0,0,0,0,119,35,11,4,19,32,0.232,2.50,2,0,1,1,176,4,15,3,2,4 +chenbr01,2000,2,PHI,NL,3,4,15,15,0,0,0,283,81,38,14,27,80,0.232,3.63,2,4,1,0,383,0,39,5,1,3 +choatra01,2000,1,NYA,AL,0,1,22,0,0,0,0,51,14,9,3,8,12,0.215,4.76,0,1,1,0,75,6,10,0,1,0 +chouibo01,2000,1,COL,NL,2,2,31,0,0,0,0,98,35,14,4,9,23,0.273,3.86,2,0,1,0,140,6,17,1,1,2 +chrisja01,2000,1,PIT,NL,2,8,44,0,0,0,1,114,28,21,2,25,41,0.207,4.97,4,3,0,0,164,17,22,3,1,2 +chrisja01,2000,2,SLN,NL,1,0,21,0,0,0,0,30,13,6,1,2,12,0.317,5.40,1,0,2,0,46,2,7,1,0,0 +clarkma01,2000,1,TEX,AL,3,5,12,8,0,0,0,132,66,39,10,24,16,0.347,7.98,2,1,3,0,220,1,42,1,2,5 +clemema01,2000,1,SDN,NL,13,17,34,34,0,0,0,615,194,117,22,125,170,0.248,5.14,4,23,16,0,940,0,131,12,5,19 +clemero02,2000,1,NYA,AL,13,8,32,32,1,0,0,613,184,84,26,84,188,0.236,3.70,0,2,10,1,878,0,96,1,2,17 +clontbr01,2000,1,PIT,NL,0,0,5,0,0,0,0,21,7,4,1,11,8,0.269,5.14,2,1,0,0,37,0,4,0,0,0 +cocopa01,2000,1,TOR,AL,0,0,1,1,0,0,0,12,5,4,1,5,2,0.294,9.00,0,1,1,0,23,0,4,0,0,0 +coggida01,2000,1,PHI,NL,2,0,5,5,0,0,0,81,35,16,2,12,17,0.315,5.33,0,1,1,0,126,0,20,2,0,4 +colonba01,2000,1,CLE,AL,15,8,30,30,2,1,0,564,163,81,21,98,212,0.233,3.88,4,4,4,0,807,0,86,2,3,20 +coneda01,2000,1,NYA,AL,4,14,30,29,0,0,0,465,192,119,25,82,120,0.306,6.91,3,11,9,0,733,0,124,6,8,10 +cookde01,2000,1,NYN,NL,6,3,68,0,0,0,2,177,63,35,8,31,53,0.270,5.34,4,3,5,2,269,15,35,0,0,5 +coopebr01,2000,1,ANA,AL,4,8,15,15,1,1,0,261,105,57,18,35,36,0.300,5.90,1,1,2,0,396,0,66,4,4,8 +cordefr01,2000,1,TEX,AL,1,2,56,0,0,0,0,232,87,46,11,48,49,0.285,5.35,3,7,4,0,365,13,51,2,6,8 +cordofr01,2000,1,PIT,NL,6,8,18,17,0,0,0,285,107,55,12,38,66,0.285,5.21,4,3,2,1,421,0,63,3,3,9 +cormirh01,2000,1,BOS,AL,3,3,64,0,0,0,0,205,74,35,7,17,43,0.275,4.61,2,1,0,0,293,12,40,5,2,4 +cornere01,2000,1,FLO,NL,4,10,22,21,0,0,0,375,135,67,19,50,50,0.282,4.82,4,8,4,5,547,0,74,9,6,12 +crabtti01,2000,1,TEX,AL,2,7,68,0,0,0,2,241,86,46,7,31,54,0.274,5.15,6,4,2,0,352,28,52,1,4,9 +crawfpa02,2000,1,BOS,AL,2,1,7,4,0,0,0,87,25,11,0,13,17,0.240,3.41,2,0,2,0,123,2,15,0,4,1 +creekdo01,2000,1,TBA,AL,1,3,45,0,0,0,1,182,49,31,10,39,73,0.224,4.60,3,3,2,0,265,8,33,2,3,5 +cressja01,2000,1,MIN,AL,0,0,11,0,0,0,0,41,20,8,0,6,6,0.364,5.27,0,0,0,0,61,4,8,0,0,4 +crousri01,2000,1,COL,NL,2,0,6,0,0,0,0,34,15,11,1,6,11,0.313,8.74,1,1,1,0,56,1,11,0,1,1 +crousri01,2000,2,BOS,AL,0,1,5,0,0,0,0,14,4,3,0,5,3,0.250,5.79,1,1,1,0,24,3,3,1,1,1 +cruzne01,2000,1,DET,AL,5,2,27,0,0,0,0,123,39,14,4,13,34,0.253,3.07,3,2,3,0,172,12,14,0,2,3 +cubilda01,2000,1,TOR,AL,1,0,7,0,0,0,0,47,20,14,5,11,14,0.317,8.04,0,0,1,0,75,1,14,0,0,2 +cubilda01,2000,2,TEX,AL,0,0,13,0,0,0,0,53,32,21,4,14,13,0.400,10.70,0,1,0,0,97,5,22,0,3,0 +cunnawi01,2000,1,SDN,NL,1,1,27,3,0,0,0,115,35,18,2,21,34,0.241,4.23,0,1,1,0,169,4,21,1,1,2 +daalom01,2000,1,ARI,NL,2,10,20,16,0,0,0,288,127,77,17,42,45,0.315,7.22,11,0,7,1,460,1,88,3,5,10 +daalom01,2000,2,PHI,NL,2,9,12,12,0,0,0,213,81,37,9,30,51,0.290,4.69,0,0,2,1,315,0,40,3,1,6 +damicje01,2000,1,MIL,NL,12,7,23,23,1,1,0,487,143,48,14,46,101,0.238,2.66,5,5,6,0,667,0,55,10,3,15 +damicje02,2000,1,KCA,AL,0,1,7,1,0,0,0,41,19,14,2,15,9,0.345,9.22,1,1,0,2,71,1,14,1,0,1 +darenvi01,2000,1,FLO,NL,5,3,56,0,0,0,0,186,61,28,7,28,59,0.260,4.06,1,1,2,0,274,17,32,3,6,3 +daveyto01,2000,1,SDN,NL,2,1,11,0,0,0,0,38,12,1,0,2,6,0.250,0.71,0,1,0,0,50,2,1,0,0,0 +davisdo02,2000,1,TEX,AL,7,6,30,13,1,0,0,296,109,59,14,58,66,0.288,5.38,3,5,3,1,450,4,61,6,4,11 +daviska01,2000,1,CLE,AL,0,3,5,2,0,0,0,33,20,18,3,8,2,0.385,14.73,0,0,1,1,61,0,21,0,0,1 +daviska01,2000,2,MIL,NL,0,0,3,0,0,0,0,12,7,3,1,5,2,0.389,6.75,0,0,1,0,24,1,3,0,0,1 +dejeami01,2000,1,COL,NL,4,4,54,0,0,0,0,160,54,29,9,30,34,0.269,4.89,6,5,0,0,235,15,31,3,1,6 +delosva01,2000,1,MIL,NL,2,3,66,2,0,0,0,221,72,42,15,33,70,0.254,5.13,7,3,1,1,320,15,43,2,1,6 +deltomi01,2000,1,SFN,NL,2,0,9,1,0,0,0,52,17,10,3,6,16,0.250,5.19,2,2,2,0,77,4,10,1,0,1 +dempsry01,2000,1,FLO,NL,14,10,33,33,2,1,0,679,210,92,30,97,209,0.243,3.66,7,4,5,0,974,0,102,4,5,12 +depause01,2000,1,CLE,AL,0,0,13,0,0,0,0,50,20,11,3,14,16,0.294,5.94,2,0,0,0,83,3,11,0,1,1 +desseel01,2000,1,CIN,NL,11,5,40,16,1,0,1,442,170,70,10,43,85,0.296,4.28,7,4,3,0,640,6,73,12,7,13 +dewitma01,2000,1,TOR,AL,1,0,8,0,0,0,0,41,20,13,4,9,6,0.351,8.56,0,1,2,0,68,4,13,0,0,5 +dicksja01,2000,1,ANA,AL,2,2,6,6,0,0,0,84,39,19,5,7,18,0.336,6.11,0,0,1,0,125,0,20,1,0,4 +dingmcr01,2000,1,NYA,AL,0,0,10,0,0,0,0,33,18,8,1,3,8,0.375,6.55,0,0,0,0,51,4,8,0,0,3 +dipotje01,2000,1,COL,NL,0,0,17,0,0,0,0,41,16,6,1,5,9,0.314,3.95,2,0,0,0,59,7,6,1,2,2 +doteloc01,2000,1,HOU,NL,3,7,50,16,0,0,16,375,127,75,26,61,142,0.265,5.40,3,6,7,0,563,25,80,7,8,5 +downssc01,2000,1,CHN,NL,4,3,18,18,0,0,0,282,117,54,13,37,63,0.310,5.17,1,1,5,0,426,0,59,2,4,10 +downssc01,2000,2,MON,NL,0,0,1,1,0,0,0,9,5,3,0,3,0,0.385,9.00,0,0,0,0,16,0,3,0,0,1 +dreifda01,2000,1,LAN,NL,12,9,32,32,1,1,0,578,175,89,31,87,164,0.238,4.16,1,17,12,3,842,0,105,9,0,13 +drewti01,2000,1,CLE,AL,1,0,3,3,0,0,0,27,17,10,1,8,5,0.425,10.00,0,0,1,0,51,0,12,0,2,0 +durbich01,2000,1,KCA,AL,2,5,16,16,0,0,0,217,91,66,14,43,37,0.301,8.21,1,7,0,0,349,0,71,1,3,6 +duvalmi01,2000,1,TBA,AL,0,0,2,0,0,0,0,7,5,2,0,1,0,0.455,7.71,0,0,0,0,12,0,2,0,0,1 +eatonad01,2000,1,SDN,NL,7,4,22,22,0,0,0,405,134,62,14,61,90,0.260,4.13,3,3,2,0,583,0,63,1,3,15 +eilanda01,2000,1,TBA,AL,2,3,17,10,0,0,0,164,77,44,8,18,17,0.326,7.24,0,1,4,0,260,1,46,0,2,1 +einerda01,2000,1,NYA,AL,0,0,11,0,0,0,0,38,16,5,1,4,3,0.302,3.55,0,0,0,0,58,4,9,0,1,1 +elartsc01,2000,1,HOU,NL,17,7,30,30,2,0,0,578,198,103,29,84,131,0.263,4.81,1,8,6,0,855,0,117,5,7,16 +eldreca01,2000,1,CHA,AL,10,2,20,20,2,1,0,336,103,57,12,59,97,0.243,4.58,0,4,5,0,492,0,61,3,2,10 +embreal01,2000,1,SFN,NL,3,5,63,0,0,0,2,180,62,33,4,25,49,0.274,4.95,2,1,3,0,263,21,34,4,5,6 +endertr01,2000,1,TBA,AL,0,1,9,0,0,0,0,28,14,11,2,5,5,0.359,10.61,0,0,0,0,46,4,13,2,0,3 +erdosto01,2000,1,NYA,AL,0,0,14,0,0,0,1,75,31,14,2,11,18,0.304,5.04,0,1,1,0,114,6,14,0,0,3 +erdosto01,2000,2,SDN,NL,0,0,22,0,0,0,1,89,32,22,5,17,16,0.271,6.67,1,1,6,0,146,8,24,1,4,1 +ericksc01,2000,1,BAL,AL,5,8,16,16,1,0,0,278,127,81,14,48,41,0.331,7.87,0,3,5,0,446,0,81,3,5,11 +escobke01,2000,1,TOR,AL,10,15,43,24,3,1,2,540,186,107,26,85,142,0.267,5.35,3,4,3,0,794,8,118,5,4,16 +estessh01,2000,1,SFN,NL,15,6,30,30,4,2,0,571,194,90,11,108,136,0.275,4.26,1,11,3,0,829,0,99,7,6,40 +estraho01,2000,1,MIL,NL,3,0,7,4,0,0,0,73,30,17,5,20,13,0.300,6.29,4,3,2,0,123,2,18,0,1,2 +estrele01,2000,1,TOR,AL,0,0,2,0,0,0,0,14,9,3,1,0,3,0.450,5.79,0,0,0,0,21,1,3,0,1,0 +etherse01,2000,1,ANA,AL,5,1,11,11,0,0,0,181,68,37,16,22,32,0.278,5.52,0,2,1,0,270,0,38,1,1,4 +eyresc01,2000,1,CHA,AL,1,1,13,1,0,0,0,57,29,14,3,12,16,0.372,6.63,0,0,1,0,93,3,15,0,2,3 +farnsky01,2000,1,CHN,NL,2,9,46,5,0,0,1,231,90,55,14,50,74,0.291,6.43,8,3,4,0,371,8,58,4,4,6 +fasseje01,2000,1,BOS,AL,8,8,38,23,0,0,0,390,153,69,16,50,97,0.296,4.78,2,2,1,0,577,4,72,7,2,14 +fernaal01,2000,1,FLO,NL,4,4,8,8,0,0,0,157,59,24,7,16,27,0.292,4.13,1,0,0,0,222,0,25,3,1,6 +fernaos01,2000,1,CIN,NL,4,3,15,14,1,0,0,239,69,32,6,31,36,0.238,3.62,2,1,2,1,327,0,33,1,3,14 +fettemi01,2000,1,LAN,NL,6,2,51,0,0,0,5,150,35,18,7,25,40,0.205,3.24,2,3,2,0,201,20,18,3,0,9 +figuene01,2000,1,ARI,NL,0,1,3,3,0,0,0,47,17,13,4,5,7,0.283,7.47,0,2,0,0,68,0,13,1,2,0 +finlech01,2000,1,CLE,AL,16,11,34,34,3,0,0,654,211,101,23,101,189,0.256,4.17,3,9,2,0,936,0,108,5,4,22 +fioreto01,2000,1,TBA,AL,1,1,11,0,0,0,0,45,21,14,3,9,8,0.333,8.40,2,1,2,0,74,3,16,0,0,2 +floribr01,2000,1,BOS,AL,0,4,29,0,0,0,1,148,57,25,5,19,34,0.295,4.56,6,0,1,0,223,14,30,6,3,5 +fordbe01,2000,1,NYA,AL,0,1,4,2,0,0,0,33,14,11,1,7,5,0.333,9.00,0,0,3,0,52,0,11,0,0,5 +forstsc01,2000,1,MON,NL,0,1,42,0,0,0,0,96,28,28,5,25,23,0.230,7.88,1,2,2,0,154,10,31,2,3,0 +foulkke01,2000,1,CHA,AL,3,1,72,0,0,0,34,264,66,29,9,22,91,0.207,2.97,2,1,2,0,350,58,31,5,2,4 +francjo01,2000,1,NYN,NL,5,4,62,0,0,0,4,167,46,21,6,26,56,0.221,3.40,6,2,2,0,239,14,24,3,0,3 +frankwa01,2000,1,HOU,NL,0,0,25,0,0,0,0,64,24,13,2,12,21,0.282,5.48,1,0,4,1,103,4,14,0,2,0 +frascjo01,2000,1,TOR,AL,2,4,60,0,0,0,0,219,87,44,14,33,30,0.301,5.42,2,3,7,0,335,15,51,2,4,13 +fultzaa01,2000,1,SFN,NL,5,2,58,0,0,0,1,208,67,36,8,28,62,0.263,4.67,0,0,3,2,299,18,38,7,6,5 +fussech01,2000,1,KCA,AL,5,3,20,9,0,0,0,210,76,49,18,44,46,0.286,6.30,2,3,2,0,320,2,52,3,5,8 +fyhrimi01,2000,1,ANA,AL,0,0,32,0,0,0,0,158,54,14,4,15,43,0.269,2.39,4,0,0,0,220,7,14,1,3,6 +gagneer01,2000,1,LAN,NL,4,6,20,19,0,0,0,304,106,58,20,60,79,0.270,5.15,1,4,3,0,464,0,62,5,3,6 +garceri01,2000,1,BOS,AL,8,1,64,0,0,0,1,224,64,27,7,23,69,0.229,3.25,5,3,1,0,309,9,28,1,4,1 +garcifr02,2000,1,SEA,AL,9,5,21,20,0,0,0,373,112,54,16,64,79,0.241,3.91,4,4,2,2,538,0,62,6,1,13 +garcimi03,2000,1,PIT,NL,0,2,13,0,0,0,0,34,21,14,1,7,9,0.429,11.12,1,1,0,0,59,2,15,0,3,0 +gardnma01,2000,1,SFN,NL,11,7,30,20,0,0,0,447,155,67,16,42,92,0.270,4.05,2,2,5,1,634,3,72,6,6,9 +garibda01,2000,1,CHN,NL,2,8,30,8,0,0,0,224,88,50,9,39,46,0.299,6.03,1,4,1,0,345,6,54,5,6,4 +garlajo01,2000,1,CHA,AL,4,8,15,13,0,0,0,209,82,50,10,40,42,0.292,6.46,0,4,1,0,324,1,55,0,2,5 +gintema01,2000,1,CHA,AL,1,0,7,0,0,0,0,28,18,14,5,7,6,0.409,13.50,0,1,0,0,52,3,14,0,1,0 +glaubke01,2000,1,CIN,NL,0,0,4,0,0,0,0,22,5,3,0,2,4,0.185,3.68,0,0,1,0,30,0,3,0,0,1 +glavito02,2000,1,ATL,NL,21,9,35,35,4,2,0,723,222,91,24,65,152,0.244,3.40,6,0,4,0,992,0,101,9,5,17 +glynnry01,2000,1,TEX,AL,5,7,16,16,0,0,0,266,107,55,15,41,33,0.293,5.58,2,3,3,0,412,0,65,3,0,11 +gomeswa01,2000,1,PHI,NL,4,6,65,0,0,0,7,221,72,36,6,35,49,0.262,4.40,3,10,3,0,324,26,41,7,4,9 +goodedw01,2000,1,HOU,NL,0,0,1,1,0,0,0,12,6,4,1,3,1,0.353,9.00,0,2,0,0,20,0,4,0,0,1 +goodedw01,2000,2,TBA,AL,2,3,8,8,0,0,0,110,47,27,14,20,23,0.315,6.63,0,2,3,0,173,0,32,1,0,4 +goodedw01,2000,3,NYA,AL,4,2,18,5,0,0,2,193,66,24,8,21,31,0.266,3.36,3,1,0,0,274,3,28,3,2,4 +graveda01,2000,1,CIN,NL,10,5,66,0,0,0,30,274,81,26,8,42,53,0.243,2.56,7,3,3,1,388,57,31,6,4,10 +greenja01,2000,1,HOU,NL,1,1,14,0,0,0,0,53,15,13,3,20,19,0.234,6.62,1,0,1,0,87,1,16,2,0,1 +grillja01,2000,1,FLO,NL,1,0,1,1,0,0,0,20,11,4,0,2,3,0.379,5.40,0,0,2,0,35,0,4,2,0,0 +grimsja01,2000,1,NYA,AL,3,2,63,4,0,0,1,289,100,54,10,42,53,0.268,5.04,1,16,5,0,428,18,58,2,6,10 +groombu01,2000,1,BAL,AL,6,3,70,0,0,0,4,178,63,32,5,21,44,0.275,4.85,2,1,0,0,260,14,37,5,5,4 +grosski01,2000,1,HOU,NL,0,1,2,1,0,0,0,13,9,5,2,2,3,0.429,10.38,0,0,0,0,23,0,8,0,0,2 +guarded01,2000,1,MIN,AL,7,4,70,0,0,0,9,185,55,27,14,25,52,0.238,3.94,3,1,1,1,262,36,27,3,2,2 +gundeer01,2000,1,TOR,AL,0,1,6,0,0,0,0,19,15,5,0,2,2,0.455,7.11,1,0,1,0,37,1,6,0,1,1 +guthrma01,2000,1,CHN,NL,2,3,19,0,0,0,0,56,17,10,1,10,17,0.258,4.82,4,4,1,0,82,3,11,2,3,1 +guthrma01,2000,2,TBA,AL,1,1,34,0,0,0,0,96,33,16,4,18,26,0.262,4.50,5,7,0,0,145,7,18,1,0,3 +guthrma01,2000,3,TOR,AL,0,2,23,0,0,0,0,62,20,11,3,9,20,0.263,4.79,0,2,1,0,88,5,12,1,1,2 +guzmado01,2000,1,SDN,NL,0,0,1,0,0,0,0,3,1,1,0,1,0,0.333,9.00,0,0,2,0,6,0,1,0,0,0 +guzmage01,2000,1,ARI,NL,5,4,13,10,0,0,0,181,66,36,8,22,52,0.286,5.37,0,3,2,0,259,0,36,3,1,8 +guzmaju01,2000,1,TBA,AL,0,1,1,1,0,0,0,5,7,8,2,2,3,0.636,43.20,0,0,0,0,14,0,8,1,0,0 +hackmlu01,2000,1,SLN,NL,0,0,1,0,0,0,0,8,4,3,0,4,0,0.400,10.13,1,0,1,0,17,0,3,2,0,0 +halamjo01,2000,1,SEA,AL,14,9,30,30,1,1,0,500,206,94,19,56,87,0.308,5.08,0,4,2,1,736,0,108,4,6,23 +hallaro01,2000,1,TOR,AL,4,7,19,13,0,0,0,203,107,80,14,42,44,0.357,10.64,0,6,2,1,349,4,87,2,3,6 +haltesh01,2000,1,DET,AL,0,0,1,0,0,0,0,0,0,0,0,1,0,,,0,0,0,0,1,0,0,0,0,0 +hamiljo02,2000,1,TOR,AL,2,1,6,6,0,0,0,99,28,13,3,12,15,0.233,3.55,0,0,2,0,135,0,13,0,1,2 +hamptmi01,2000,1,NYN,NL,15,10,33,33,3,1,0,653,194,76,10,99,151,0.241,3.14,5,10,8,0,929,0,89,11,5,26 +haneych01,2000,1,CLE,AL,0,0,1,0,0,0,0,3,1,1,0,1,0,0.333,9.00,0,0,0,0,5,1,1,0,1,0 +harnipe01,2000,1,CIN,NL,8,6,22,22,3,1,0,393,133,69,23,46,71,0.261,4.74,1,10,1,0,562,0,76,1,4,8 +harpetr01,2000,1,TBA,AL,1,2,6,5,1,1,0,96,30,17,5,15,14,0.244,4.78,0,1,1,0,141,0,17,1,1,3 +hasegsh01,2000,1,ANA,AL,10,5,66,0,0,0,9,287,100,37,11,38,59,0.270,3.48,6,2,2,1,415,26,42,2,3,13 +hawkila01,2000,1,MIN,AL,2,5,66,0,0,0,14,263,85,33,7,32,59,0.256,3.39,1,6,1,0,370,38,34,4,1,8 +hayneji01,2000,1,MIL,NL,12,13,33,33,0,0,0,598,228,118,21,100,88,0.295,5.33,7,7,7,0,897,0,128,10,6,29 +helliri01,2000,1,TEX,AL,16,13,35,35,0,0,0,651,212,108,29,99,146,0.252,4.48,2,2,9,0,963,0,122,4,9,8 +henrydo01,2000,1,HOU,NL,1,3,45,0,0,0,1,159,39,26,10,28,46,0.204,4.42,2,2,3,0,225,13,26,2,1,3 +henrydo01,2000,2,SFN,NL,3,1,27,0,0,0,0,76,18,7,2,21,16,0.214,2.49,1,1,1,0,110,8,10,3,1,5 +hentgpa01,2000,1,SLN,NL,15,12,33,33,1,1,0,583,202,102,24,89,118,0.276,4.72,4,4,3,0,846,0,107,13,8,17 +heredfe01,2000,1,CHN,NL,7,3,74,0,0,0,2,176,46,31,6,33,52,0.220,4.76,4,5,2,0,250,24,31,4,2,6 +heredgi01,2000,1,OAK,AL,15,11,32,32,2,0,0,596,214,91,24,66,101,0.274,4.12,5,3,4,0,860,0,106,4,6,15 +hergema01,2000,1,LAN,NL,11,3,59,4,0,0,1,332,100,39,7,40,75,0.249,3.17,5,4,6,0,461,17,43,9,4,15 +hermadu01,2000,1,MON,NL,12,14,38,30,2,1,4,594,226,105,26,75,94,0.290,4.77,5,5,4,0,876,7,128,10,9,16 +hernali01,2000,1,SFN,NL,17,11,33,33,5,2,0,720,254,100,22,73,165,0.273,3.75,3,3,4,0,1030,0,114,12,9,18 +hernaor01,2000,1,NYA,AL,12,13,29,29,3,0,0,587,186,98,34,51,141,0.247,4.51,2,1,6,0,820,0,104,4,5,8 +hernaro01,2000,1,TBA,AL,4,7,68,0,0,0,32,220,76,26,9,23,61,0.272,3.19,1,2,3,1,315,58,33,7,3,7 +hershor01,2000,1,LAN,NL,1,5,10,6,0,0,0,74,42,36,5,14,13,0.389,13.14,1,2,11,0,136,1,36,0,3,4 +hiljuer01,2000,1,DET,AL,0,0,3,0,0,0,0,11,5,3,1,1,2,0.333,7.36,0,0,0,0,16,2,3,0,0,0 +hillke01,2000,1,ANA,AL,5,7,16,16,0,0,0,236,102,57,16,53,50,0.323,6.52,1,6,2,0,380,0,59,2,7,7 +hillke01,2000,2,CHA,AL,0,1,2,1,0,0,0,9,5,8,0,6,0,0.455,24.00,0,0,0,0,19,0,8,1,1,0 +hinchbr01,2000,1,ANA,AL,0,0,2,0,0,0,0,5,1,1,0,1,0,0.167,5.40,0,0,0,0,7,0,1,0,0,0 +hitchst01,2000,1,SDN,NL,1,6,11,11,0,0,0,197,69,36,12,26,61,0.267,4.93,1,4,5,0,292,0,38,2,1,7 +hodgeke01,2000,1,SEA,AL,0,0,13,0,0,0,0,52,18,10,4,12,7,0.310,5.19,0,1,2,0,73,7,10,0,1,9 +hoffmtr01,2000,1,SDN,NL,4,7,70,0,0,0,43,217,61,24,7,11,85,0.224,2.99,4,4,0,0,291,59,29,3,5,3 +holmeda01,2000,1,ARI,NL,0,0,4,0,0,0,1,7,5,3,0,1,2,0.455,11.57,0,0,0,0,13,1,3,0,1,0 +holmeda01,2000,2,SLN,NL,0,1,5,0,0,0,0,25,12,9,2,3,5,0.364,9.72,0,0,1,0,39,1,9,0,2,1 +holmeda01,2000,3,BAL,AL,0,0,5,0,0,0,0,14,13,13,3,5,6,0.481,25.07,0,0,0,0,32,0,13,0,0,0 +holmeda01,2000,4,ARI,NL,0,0,4,0,0,0,0,12,7,3,1,0,3,0.389,6.75,0,0,1,0,19,2,3,0,0,1 +holtch01,2000,1,HOU,NL,8,16,34,32,3,1,0,621,247,123,22,75,136,0.304,5.35,2,10,8,1,916,1,131,7,12,31 +holtzmi01,2000,1,ANA,AL,3,4,61,0,0,0,0,123,37,23,4,18,40,0.248,5.05,2,1,2,0,176,6,26,4,3,5 +holzema01,2000,1,PHI,NL,0,1,25,0,0,0,0,77,36,22,4,8,19,0.336,7.71,1,2,1,0,121,9,23,5,0,6 +housecr01,2000,1,COL,NL,1,1,16,0,0,0,0,41,13,11,3,17,8,0.265,7.24,0,0,2,0,69,3,11,0,1,3 +howrybo01,2000,1,CHA,AL,2,4,65,0,0,0,7,213,54,25,6,29,60,0.216,3.17,2,2,4,0,289,29,26,2,4,7 +hudsoti01,2000,1,OAK,AL,20,6,32,32,2,2,0,607,169,93,24,82,169,0.227,4.14,5,7,7,0,847,0,100,5,7,17 +irabuhi01,2000,1,MON,NL,2,5,11,11,0,0,0,164,77,44,9,14,42,0.339,7.24,0,5,1,2,247,0,45,3,2,5 +isrinja01,2000,1,OAK,AL,6,4,66,0,0,0,33,207,67,29,6,32,57,0.252,3.78,5,5,3,1,304,57,34,2,1,6 +jacquto01,2000,1,PHI,NL,0,0,9,0,0,0,1,22,10,9,2,3,6,0.333,11.05,1,0,0,0,34,2,9,0,1,0 +jamesmi01,2000,1,SLN,NL,2,2,51,0,0,0,2,154,40,18,7,24,41,0.219,3.16,2,2,3,0,213,10,22,2,1,7 +jarvike01,2000,1,COL,NL,3,4,24,19,0,0,0,345,138,76,26,33,60,0.300,5.95,3,2,4,0,505,0,83,6,2,10 +jimenjo01,2000,1,COL,NL,5,2,72,0,0,0,24,212,63,25,4,28,44,0.239,3.18,6,5,3,0,301,55,27,4,2,7 +johnsja02,2000,1,BAL,AL,1,10,25,13,0,0,0,323,119,84,21,61,79,0.278,7.02,2,3,4,0,501,3,95,3,5,8 +johnsjo07,2000,1,SFN,NL,3,4,47,0,0,0,0,150,64,35,11,13,37,0.322,6.30,2,0,2,0,222,9,35,4,4,4 +johnsjo08,2000,1,TEX,AL,1,1,15,0,0,0,0,87,34,20,3,19,23,0.291,6.21,2,2,6,0,144,3,23,0,2,1 +johnsma03,2000,1,DET,AL,0,1,9,3,0,0,0,72,25,20,3,16,11,0.266,7.50,1,2,1,0,116,3,23,1,4,0 +johnsmi02,2000,1,MON,NL,5,6,41,13,0,0,0,304,107,72,18,53,70,0.269,6.39,1,8,9,0,466,5,73,4,2,5 +johnsra05,2000,1,ARI,NL,19,7,35,35,8,3,0,746,202,73,23,76,347,0.224,2.64,1,5,6,2,1001,0,89,14,5,15 +jonesbo03,2000,1,NYN,NL,11,6,27,27,1,0,0,464,171,87,25,49,85,0.281,5.06,3,2,5,1,676,0,90,7,6,9 +jonesbo04,2000,1,NYN,NL,0,1,11,1,0,0,0,65,18,10,2,14,20,0.222,4.15,1,0,3,0,99,4,11,0,1,1 +jonesdo01,2000,1,OAK,AL,4,2,54,0,0,0,2,220,86,32,6,18,54,0.292,3.93,4,1,2,0,319,22,34,2,2,5 +jonesma02,2000,1,OAK,AL,0,0,1,1,0,0,0,7,5,4,1,3,1,0.417,15.43,0,0,0,0,15,0,4,0,0,0 +jonesto02,2000,1,DET,AL,2,4,67,0,0,0,42,192,67,25,6,25,67,0.276,3.52,1,2,1,0,271,60,28,1,1,12 +juddmi01,2000,1,LAN,NL,0,1,1,1,0,0,0,12,4,7,2,3,5,0.250,15.75,0,0,1,0,20,0,7,0,0,0 +kamiesc01,2000,1,CLE,AL,1,3,26,0,0,0,0,100,42,21,6,20,29,0.311,5.67,5,3,1,0,157,7,22,1,0,4 +kamiesc01,2000,2,ATL,NL,2,1,26,0,0,0,2,74,22,15,3,22,17,0.239,5.47,1,0,0,0,114,4,18,0,0,6 +karchma01,2000,1,CHN,NL,1,1,13,0,0,0,0,44,19,10,3,11,5,0.311,6.14,0,2,0,0,75,5,11,2,1,0 +karlsc01,2000,1,COL,NL,2,3,17,9,0,0,0,197,95,56,14,33,29,0.343,7.68,3,3,3,0,319,1,56,3,3,10 +karlsc01,2000,2,ANA,AL,2,2,6,4,0,0,0,65,31,16,2,12,9,0.337,6.65,0,2,0,0,105,0,21,1,0,5 +karsast01,2000,1,CLE,AL,5,9,72,0,0,0,20,230,79,32,5,25,66,0.266,3.76,4,0,3,0,329,46,33,2,2,9 +keislra01,2000,1,NYA,AL,1,0,4,1,0,0,0,32,16,14,1,8,6,0.364,11.81,0,0,0,0,52,0,14,0,0,2 +kidama01,2000,1,DET,AL,0,0,2,0,0,0,0,8,5,3,1,0,0,0.385,10.13,0,0,0,0,13,0,3,0,0,0 +kileda01,2000,1,SLN,NL,20,9,34,34,5,1,0,697,215,101,33,58,192,0.247,3.91,1,8,13,1,960,0,109,11,8,16 +kimby01,2000,1,ARI,NL,6,6,61,1,0,0,14,212,52,35,9,46,111,0.200,4.46,5,3,9,2,320,30,39,2,3,1 +kingra01,2000,1,MIL,NL,3,2,36,0,0,0,0,86,18,4,1,10,19,0.180,1.26,1,1,0,0,111,8,7,0,1,3 +kinnema01,2000,1,MIN,AL,2,2,8,8,0,0,0,127,41,24,7,25,24,0.261,5.10,1,4,0,0,186,0,26,0,4,7 +klinest02,2000,1,MON,NL,1,5,83,0,0,0,14,247,88,32,8,27,64,0.278,3.50,2,4,3,0,349,42,36,2,1,16 +kochbi01,2000,1,TOR,AL,9,3,68,0,0,0,33,236,78,23,6,18,60,0.258,2.63,4,1,2,0,326,62,28,4,0,6 +kohlmry01,2000,1,BAL,AL,0,1,25,0,0,0,13,79,30,7,1,15,17,0.291,2.39,2,0,0,0,120,22,9,1,1,3 +kolbbr01,2000,1,SDN,NL,0,1,11,0,0,0,0,42,16,7,0,11,12,0.296,4.50,1,3,0,0,66,5,8,0,1,2 +kolbda01,2000,1,TEX,AL,0,0,1,0,0,0,0,2,5,5,0,2,0,0.833,67.50,0,0,0,0,9,0,5,0,1,0 +larayo01,2000,1,MON,NL,0,0,6,0,0,0,0,17,5,4,0,8,3,0.250,6.35,0,0,0,0,29,2,4,0,1,1 +larkian01,2000,1,CIN,NL,0,0,3,0,0,0,0,20,6,4,1,5,7,0.240,5.40,0,0,0,0,30,2,4,0,0,1 +larkian01,2000,2,KCA,AL,0,3,18,0,0,0,1,58,29,19,5,11,17,0.349,8.84,2,2,0,0,97,9,20,2,1,3 +laxtobr01,2000,1,KCA,AL,0,1,6,1,0,0,0,50,23,15,0,10,14,0.348,8.10,1,1,2,0,79,1,15,1,0,6 +leeda01,2000,1,COL,NL,0,0,7,0,0,0,1,17,10,7,3,6,6,0.357,11.12,0,0,1,0,35,3,9,0,0,0 +leesa01,2000,1,BOS,AL,0,0,9,0,0,0,0,35,11,4,2,4,6,0.262,3.09,0,0,2,0,49,1,4,0,1,2 +leiteal01,2000,1,NYN,NL,16,8,31,31,2,1,0,624,176,74,19,76,200,0.228,3.20,1,4,11,1,874,0,84,10,6,10 +leskacu01,2000,1,MIL,NL,9,3,73,0,0,0,12,232,58,22,7,51,75,0.212,2.56,5,5,3,0,333,39,23,1,4,8 +levinal01,2000,1,ANA,AL,3,4,51,5,0,0,2,286,98,41,10,49,42,0.266,3.87,5,1,2,0,426,12,44,3,3,9 +levraal01,2000,1,MIL,NL,0,1,5,1,0,0,0,36,10,6,0,7,9,0.238,4.50,0,0,0,0,51,2,7,1,1,2 +lidleco01,2000,1,TBA,AL,4,6,31,11,0,0,0,290,114,54,13,29,62,0.294,5.03,3,6,3,0,424,5,61,3,1,13 +liebejo01,2000,1,CHN,NL,12,11,35,35,6,1,0,753,248,123,36,54,192,0.257,4.41,3,2,10,2,1047,0,130,9,7,18 +ligteke01,2000,1,ATL,NL,2,3,59,0,0,0,12,157,43,21,7,24,51,0.226,3.61,5,0,0,0,217,19,21,2,1,7 +lillyte01,2000,1,NYA,AL,0,0,7,0,0,0,0,24,8,5,1,5,11,0.235,5.63,0,1,0,1,39,1,6,0,0,0 +limajo01,2000,1,HOU,NL,7,16,33,33,0,0,0,589,251,145,48,68,124,0.313,6.65,3,3,2,0,895,0,152,12,12,12 +lincomi01,2000,1,MIN,AL,0,3,8,4,0,0,0,62,36,25,10,13,15,0.383,10.89,0,1,2,0,109,1,25,0,0,4 +linebsc01,2000,1,SFN,NL,0,0,3,0,0,0,0,7,7,3,1,2,0,0.500,11.57,0,0,0,0,16,1,3,0,0,0 +linebsc01,2000,2,HOU,NL,0,0,8,0,0,0,0,29,11,5,3,6,6,0.289,4.66,0,0,3,0,47,3,5,0,0,1 +lirafe01,2000,1,MON,NL,5,8,53,7,0,0,0,305,129,61,11,36,51,0.310,5.40,6,2,4,1,468,8,71,3,9,10 +loaizes01,2000,1,TEX,AL,5,6,20,17,0,0,1,322,133,64,21,31,75,0.302,5.37,1,1,3,0,480,2,67,2,4,7 +loaizes01,2000,2,TOR,AL,5,7,14,14,1,1,0,276,95,37,8,26,62,0.270,3.62,0,0,10,0,391,0,45,2,1,12 +loiseri01,2000,1,PIT,NL,2,3,40,0,0,0,0,127,43,24,5,30,32,0.262,5.10,5,1,3,0,203,13,27,3,3,2 +loopebr01,2000,1,FLO,NL,5,1,73,0,0,0,2,202,71,33,3,36,29,0.268,4.41,6,5,5,0,311,23,41,3,2,5 +lopezal02,2000,1,TBA,AL,11,13,45,24,4,1,2,556,199,85,24,70,96,0.277,4.13,3,4,1,1,798,10,95,6,3,29 +lopezro01,2000,1,SDN,NL,0,3,6,6,0,0,0,74,40,24,5,13,17,0.377,8.76,0,0,0,0,120,0,24,0,1,4 +lorraan01,2000,1,CHN,NL,1,2,8,5,0,0,0,96,36,23,5,18,25,0.286,6.47,1,0,0,1,148,0,25,2,2,3 +lorraan01,2000,2,CLE,AL,0,0,10,0,0,0,0,28,8,4,1,5,5,0.222,3.86,0,0,0,0,41,3,4,0,0,0 +lowede01,2000,1,BOS,AL,4,4,74,0,0,0,42,274,90,26,6,22,79,0.257,2.56,5,2,2,1,379,64,27,4,1,10 +lowese01,2000,1,CHA,AL,4,1,50,5,0,0,0,212,78,43,10,39,53,0.284,5.48,3,3,6,0,325,8,47,4,1,8 +luebbla01,2000,1,CIN,NL,0,2,14,1,0,0,1,61,27,14,1,12,9,0.333,6.20,2,1,0,0,94,4,15,1,0,4 +mabryjo01,2000,1,SEA,AL,0,0,1,0,0,0,0,2,3,2,0,1,0,0.600,27.00,0,0,0,0,6,1,2,0,0,0 +maddugr01,2000,1,ATL,NL,19,9,35,35,6,3,0,748,225,83,19,42,190,0.238,3.00,12,1,10,2,1012,0,91,8,5,16 +maddumi01,2000,1,HOU,NL,2,2,21,0,0,0,0,82,31,19,6,12,17,0.282,6.26,0,0,2,0,128,6,20,3,1,1 +madurca01,2000,1,BAL,AL,0,0,15,2,0,0,0,70,29,25,8,16,18,0.315,9.64,1,1,2,0,113,6,25,1,2,4 +magnami01,2000,1,OAK,AL,1,1,55,0,0,0,0,119,50,19,3,19,17,0.311,4.31,7,1,2,0,189,6,22,6,0,2 +mahayro01,2000,1,OAK,AL,0,1,5,2,0,0,0,48,26,16,4,9,5,0.366,9.00,0,2,0,0,82,1,18,1,1,1 +mahayro01,2000,2,FLO,NL,1,0,18,0,0,0,0,76,31,17,6,16,27,0.310,6.04,1,2,0,0,117,6,17,0,1,3 +mahompa01,2000,1,NYN,NL,5,3,53,5,0,0,0,282,96,57,15,66,76,0.263,5.46,4,5,2,0,439,12,63,3,3,3 +maireos01,2000,1,CHN,NL,0,0,2,0,0,0,0,6,7,4,1,2,0,0.583,18.00,0,0,0,0,14,1,4,0,0,1 +mannji01,2000,1,NYN,NL,0,0,2,0,0,0,0,8,6,3,1,1,0,0.429,10.13,0,0,0,0,15,2,3,0,0,0 +mantema01,2000,1,ARI,NL,1,1,47,0,0,0,17,136,31,23,4,35,53,0.193,4.57,1,5,2,0,200,38,24,2,0,2 +manzajo01,2000,1,PIT,NL,2,2,43,0,0,0,0,176,50,22,6,32,39,0.240,3.38,4,1,0,0,246,11,23,4,2,12 +marquja01,2000,1,ATL,NL,1,0,15,0,0,0,0,70,23,13,4,12,17,0.261,5.01,1,1,1,0,103,7,16,1,1,4 +martipe02,2000,1,BOS,AL,18,6,29,29,7,4,0,651,128,42,17,32,284,0.167,1.74,0,1,14,0,817,0,44,2,1,11 +martira02,2000,1,BOS,AL,10,8,27,27,0,0,0,383,143,87,16,67,89,0.283,6.13,3,0,9,0,590,0,94,2,7,7 +martito02,2000,1,CLE,AL,1,0,31,0,0,0,0,100,32,15,3,15,21,0.254,4.05,2,1,1,0,143,7,16,0,1,3 +martiwi01,2000,1,CLE,AL,0,0,1,0,0,0,0,9,1,1,0,1,1,0.111,3.00,0,0,0,0,11,0,1,0,1,0 +masaoon01,2000,1,LAN,NL,1,1,29,0,0,0,0,81,23,12,2,15,27,0.230,4.00,1,2,1,0,116,3,12,0,0,2 +mathetj01,2000,1,OAK,AL,2,3,50,0,0,0,0,179,73,40,10,25,42,0.303,6.03,5,2,2,0,273,19,40,1,4,6 +matthmi01,2000,1,SLN,NL,0,0,14,0,0,0,0,28,15,12,2,10,8,0.349,11.57,2,0,1,0,54,4,12,0,0,0 +maureda01,2000,1,SDN,NL,1,0,14,0,0,0,0,44,15,6,2,5,13,0.263,3.68,1,1,2,0,64,1,8,0,0,1 +maynebr01,2000,1,COL,NL,1,0,1,0,0,0,0,3,1,0,0,1,0,0.250,0.00,0,1,0,0,5,1,0,0,0,0 +maysjo01,2000,1,MIN,AL,7,15,31,28,2,1,0,481,193,99,20,67,102,0.299,5.56,1,11,2,0,723,1,105,3,5,18 +mcdilal01,2000,1,DET,AL,0,0,13,0,0,0,0,30,13,8,2,1,7,0.317,7.20,0,1,1,0,43,1,9,0,0,1 +mcelrch01,2000,1,BAL,AL,3,0,43,2,0,0,0,190,60,33,6,34,50,0.247,4.69,2,6,2,0,282,10,36,0,3,5 +mcglike01,2000,1,ATL,NL,0,0,10,0,0,0,0,25,11,2,1,6,9,0.314,2.16,1,1,0,0,42,6,4,1,0,2 +mcknito01,2000,1,HOU,NL,4,1,6,6,1,0,0,105,35,15,4,9,23,0.245,3.86,0,2,2,0,156,0,19,1,1,3 +mcmicgr01,2000,1,ATL,NL,0,0,15,0,0,0,0,49,12,8,3,4,14,0.214,4.41,1,1,0,0,61,3,8,0,1,0 +meachru01,2000,1,HOU,NL,0,0,5,0,0,0,0,14,8,6,3,2,3,0.381,11.57,0,0,0,0,23,2,6,0,0,1 +meadobr01,2000,1,SDN,NL,7,8,22,22,0,0,0,374,150,74,24,50,53,0.301,5.34,6,3,8,0,565,0,80,7,2,15 +meadobr01,2000,2,KCA,AL,6,2,11,10,2,0,0,215,84,38,8,14,26,0.293,4.77,0,0,0,0,304,0,39,0,3,4 +mechegi01,2000,1,SEA,AL,4,4,15,15,1,1,0,257,75,36,7,40,60,0.240,3.78,0,2,1,0,363,0,37,5,4,7 +mecirji01,2000,1,TBA,AL,7,2,38,0,0,0,1,149,35,17,2,22,33,0.201,3.08,0,0,1,0,199,10,17,1,1,8 +mecirji01,2000,2,OAK,AL,3,1,25,0,0,0,4,106,35,11,2,14,37,0.255,2.80,2,2,1,0,153,7,14,0,1,3 +mendora01,2000,1,NYA,AL,7,4,14,9,1,1,0,197,66,31,9,20,30,0.260,4.25,1,0,4,0,281,0,32,1,2,5 +menecfr01,2000,1,OAK,AL,0,0,1,0,0,0,0,3,6,4,1,0,0,0.750,36.00,0,0,0,0,8,1,4,0,0,1 +mercahe01,2000,1,CIN,NL,0,0,12,0,0,0,0,42,12,7,2,8,13,0.240,4.50,0,2,0,0,60,4,7,1,1,2 +mercejo02,2000,1,BAL,AL,14,7,36,20,1,0,0,437,150,65,15,64,70,0.270,4.02,1,3,3,0,636,7,71,7,7,20 +merckke01,2000,1,ANA,AL,1,3,21,7,0,0,0,145,57,35,12,29,30,0.300,6.52,3,2,2,0,225,2,35,3,1,5 +mesajo01,2000,1,SEA,AL,4,6,66,0,0,0,1,242,89,48,11,41,84,0.280,5.36,0,3,5,0,372,29,48,2,6,5 +micelda01,2000,1,FLO,NL,6,4,45,0,0,0,0,146,45,23,4,18,40,0.242,4.25,2,3,1,0,207,9,23,1,1,3 +milletr01,2000,1,MIN,AL,2,3,67,0,0,0,1,201,83,29,4,32,62,0.297,3.90,2,2,1,0,316,12,35,1,3,3 +milletr02,2000,1,PHI,NL,0,0,14,0,0,0,0,42,19,13,3,9,10,0.317,8.36,1,1,1,0,72,2,16,1,1,0 +milletr02,2000,2,LAN,NL,0,0,2,0,0,0,0,7,8,6,0,3,1,0.571,23.14,0,0,1,0,18,0,6,0,0,0 +millewa04,2000,1,HOU,NL,6,6,16,16,2,0,0,315,104,60,14,42,89,0.257,5.14,1,1,3,0,453,0,66,3,1,10 +millsal01,2000,1,LAN,NL,2,1,18,0,0,0,1,77,31,12,3,16,18,0.304,4.21,0,1,1,0,119,9,12,0,0,5 +millsal01,2000,2,BAL,AL,2,0,23,0,0,0,1,71,25,17,6,19,18,0.263,6.46,1,3,1,0,115,3,17,0,0,0 +millwke01,2000,1,ATL,NL,10,13,36,35,0,0,0,638,213,110,26,62,168,0.258,4.66,2,4,3,0,903,0,115,8,5,14 +miltoer01,2000,1,MIN,AL,13,10,33,33,0,0,0,600,205,108,35,44,160,0.260,4.86,0,5,7,0,849,0,123,4,6,11 +mlickda01,2000,1,DET,AL,6,11,24,21,0,0,0,358,143,74,17,44,57,0.291,5.58,1,4,3,0,547,1,79,3,6,7 +moehlbr01,2000,1,DET,AL,12,9,29,29,2,0,0,534,222,89,20,40,103,0.305,4.50,0,2,2,1,776,0,99,3,4,19 +mohlemi01,2000,1,SLN,NL,1,1,22,0,0,0,0,57,26,19,1,15,8,0.321,9.00,1,2,2,0,98,7,20,0,0,1 +mohlemi01,2000,2,CLE,AL,0,1,2,0,0,0,0,3,1,1,1,0,2,0.250,9.00,0,0,0,0,4,0,1,0,0,0 +molinga01,2000,1,BAL,AL,0,0,9,0,0,0,0,39,25,13,2,9,8,0.397,9.00,0,0,0,0,74,3,14,0,2,0 +molinga01,2000,2,ATL,NL,0,0,2,0,0,0,0,6,3,2,1,1,1,0.375,9.00,0,0,1,0,11,1,4,0,1,0 +montgst01,2000,1,SDN,NL,0,2,7,0,0,0,0,17,6,5,3,4,3,0.273,7.94,0,0,0,0,27,1,6,1,0,0 +mooretr01,2000,1,MON,NL,1,5,8,8,0,0,0,106,55,26,7,21,24,0.364,6.62,1,1,4,1,178,0,31,2,0,1 +moragda01,2000,1,MON,NL,0,0,3,0,0,0,0,5,6,7,0,2,2,0.600,37.80,0,1,0,0,14,1,7,1,1,0 +moragda01,2000,2,COL,NL,0,0,1,0,0,0,0,3,4,5,1,0,0,0.667,45.00,0,0,1,0,8,1,5,0,1,0 +morgami01,2000,1,ARI,NL,5,5,60,4,0,0,5,305,123,55,10,40,56,0.311,4.87,5,0,1,0,448,15,55,7,4,14 +morriji02,2000,1,TBA,AL,0,0,16,0,0,0,0,31,10,5,1,7,10,0.250,4.35,1,1,0,0,48,3,9,1,0,1 +morrima01,2000,1,SLN,NL,3,3,31,0,0,0,4,159,53,21,3,17,34,0.261,3.57,1,0,2,0,226,12,22,3,1,4 +motada01,2000,1,MIN,AL,0,0,4,0,0,0,0,16,10,5,1,1,3,0.370,8.44,0,1,0,0,28,3,5,0,0,0 +motagu01,2000,1,MON,NL,1,1,29,0,0,0,0,90,27,20,3,12,24,0.245,6.00,0,1,2,1,126,7,21,1,1,2 +moyerja01,2000,1,SEA,AL,13,10,26,26,0,0,0,462,173,94,22,53,98,0.281,5.49,2,4,3,1,678,0,103,3,3,14 +muldema01,2000,1,OAK,AL,9,10,27,27,0,0,0,462,191,93,22,69,88,0.308,5.44,3,6,4,0,705,0,106,3,8,18 +mulhote01,2000,1,ATL,NL,9,9,54,20,1,0,1,470,198,89,24,41,78,0.308,5.11,7,3,4,0,702,14,96,10,5,19 +mullesc01,2000,1,KCA,AL,0,0,11,0,0,0,0,31,10,5,2,3,7,0.244,4.35,0,0,0,0,44,5,5,0,0,0 +munozmi01,2000,1,TEX,AL,0,1,7,0,0,0,0,12,11,6,1,3,1,0.524,13.50,1,0,0,0,25,2,6,1,0,0 +munrope01,2000,1,TOR,AL,1,1,9,3,0,0,0,77,38,17,1,16,16,0.355,5.96,0,1,3,0,127,2,22,1,0,8 +murrada02,2000,1,KCA,AL,0,0,10,0,0,0,0,58,20,10,7,10,16,0.278,4.66,0,2,1,0,86,3,10,2,1,2 +mussimi01,2000,1,BAL,AL,11,15,34,34,6,1,0,713,236,100,28,46,210,0.255,3.79,0,3,3,0,987,0,105,8,6,19 +myersmi01,2000,1,COL,NL,0,1,78,0,0,0,1,136,24,10,2,24,41,0.160,1.99,3,1,2,0,177,22,10,1,0,6 +myersro01,2000,1,SDN,NL,0,0,3,0,0,0,0,6,2,1,0,0,3,0.250,4.50,0,1,0,0,8,1,1,0,0,0 +myettaa01,2000,1,CHA,AL,0,0,2,0,0,0,0,8,0,0,0,4,1,0.000,0.00,0,0,0,0,12,1,0,0,0,0 +nagych01,2000,1,CLE,AL,2,7,11,11,0,0,0,171,71,52,15,21,41,0.300,8.21,2,1,2,0,267,0,53,5,2,0 +nathajo01,2000,1,SFN,NL,5,2,20,15,0,0,0,280,89,54,12,63,61,0.255,5.21,4,5,4,0,426,0,63,5,5,5 +natiojo01,2000,1,CHN,NL,0,2,2,2,0,0,0,35,12,9,2,8,8,0.279,6.94,0,0,2,0,55,0,9,1,1,2 +navarja01,2000,1,MIL,NL,0,5,5,5,0,0,0,56,34,26,6,18,7,0.410,12.54,3,1,0,0,105,0,31,2,2,3 +navarja01,2000,2,CLE,AL,0,1,7,2,0,0,0,44,20,13,3,5,9,0.328,7.98,0,0,1,0,69,1,13,0,2,1 +neaglde01,2000,1,CIN,NL,8,2,18,18,0,0,0,353,111,46,15,50,88,0.247,3.52,3,3,3,0,506,0,48,2,1,5 +neaglde01,2000,2,NYA,AL,7,7,16,15,1,0,0,274,99,59,16,31,58,0.278,5.81,1,4,2,1,400,0,61,6,5,3 +nelsoje01,2000,1,NYA,AL,8,4,73,0,0,0,0,209,44,19,2,45,71,0.183,2.45,1,4,2,0,296,13,24,6,2,6 +nenro01,2000,1,SFN,NL,4,3,68,0,0,0,41,198,37,11,4,19,92,0.162,1.50,1,5,2,0,256,63,15,4,3,3 +newmaal02,2000,1,CLE,AL,0,0,1,0,0,0,0,4,6,3,1,1,0,0.667,20.25,0,0,0,0,10,1,3,0,0,1 +nichtch01,2000,1,CLE,AL,0,0,7,0,0,0,0,27,13,7,0,5,7,0.342,7.00,1,1,2,0,46,1,7,0,1,1 +nickldo01,2000,1,PHI,NL,0,0,4,0,0,0,0,8,5,4,0,2,0,0.417,13.50,0,0,1,0,15,3,4,0,0,1 +nitkocj01,2000,1,DET,AL,4,9,67,11,0,0,0,329,124,64,13,49,81,0.286,5.25,3,3,4,1,497,7,79,3,8,18 +nomohi01,2000,1,DET,AL,8,12,32,31,1,0,0,570,191,100,31,89,181,0.263,4.74,1,16,3,0,828,0,102,6,3,13 +nortoph01,2000,1,CHN,NL,0,1,2,2,0,0,0,26,14,9,5,7,6,0.350,9.35,0,0,0,0,47,0,10,0,0,0 +nunezvl01,2000,1,FLO,NL,0,6,17,12,0,0,0,205,88,60,12,34,45,0.319,7.90,2,5,2,0,322,3,63,5,5,4 +oconnbr01,2000,1,PIT,NL,0,0,6,1,0,0,0,37,12,7,2,11,7,0.250,5.11,0,4,1,0,62,2,11,1,1,0 +ohkato01,2000,1,BOS,AL,3,6,13,12,0,0,0,208,70,24,7,26,40,0.263,3.12,0,3,2,0,297,1,25,1,2,5 +ohmanwi01,2000,1,CHN,NL,1,0,6,0,0,0,0,10,4,3,0,4,2,0.308,8.10,1,1,0,0,17,2,3,0,0,1 +olivaom01,2000,1,OAK,AL,4,8,21,16,1,0,0,324,134,81,10,60,57,0.309,6.75,0,4,7,0,508,1,86,0,7,17 +oliveda02,2000,1,TEX,AL,2,9,21,21,0,0,0,324,151,89,16,42,49,0.339,7.42,3,4,4,1,501,0,95,5,4,17 +olsongr01,2000,1,LAN,NL,0,1,13,0,0,0,0,53,21,10,4,7,15,0.300,5.09,0,0,1,0,81,9,11,1,1,0 +ontivst02,2000,1,BOS,AL,1,1,3,1,0,0,0,16,9,6,1,4,1,0.375,10.13,0,2,0,0,28,0,6,0,0,1 +oroscje01,2000,1,SLN,NL,0,0,6,0,0,0,0,7,3,1,1,3,4,0.273,3.86,2,0,2,0,16,0,3,0,0,0 +ortizra01,2000,1,ANA,AL,8,6,18,18,2,0,0,334,96,63,18,55,73,0.236,5.09,0,7,2,4,472,0,69,4,4,12 +ortizru01,2000,1,SFN,NL,14,12,33,32,0,0,0,587,192,109,28,112,167,0.261,5.01,1,8,7,0,871,0,117,10,6,14 +osikke01,2000,1,PIT,NL,0,0,1,0,0,0,0,3,5,5,1,0,1,0.625,45.00,0,1,2,0,10,1,5,0,0,0 +osunaan01,2000,1,LAN,NL,3,6,46,0,0,0,0,202,57,28,7,35,70,0.229,3.74,2,1,2,2,293,16,30,4,3,2 +padilvi01,2000,1,ARI,NL,2,1,27,0,0,0,0,105,32,9,0,10,30,0.242,2.31,2,0,0,0,143,12,10,0,1,3 +padilvi01,2000,2,PHI,NL,2,6,28,0,0,0,2,91,40,18,3,18,21,0.328,5.34,5,1,1,0,148,4,23,5,2,3 +paintla01,2000,1,TOR,AL,2,0,42,2,0,0,0,200,69,35,9,22,53,0.271,4.73,1,4,2,0,285,11,37,5,1,6 +palacvi01,2000,1,SDN,NL,0,1,7,0,0,0,0,32,12,8,4,5,8,0.308,6.75,1,0,0,0,46,2,10,1,1,2 +paniajo01,2000,1,SEA,AL,3,0,69,0,0,0,5,241,68,31,6,38,71,0.234,3.47,3,4,7,1,344,26,31,3,5,7 +parkch01,2000,1,LAN,NL,18,10,34,34,3,1,0,678,173,82,21,124,217,0.214,3.27,4,13,12,0,963,0,92,12,5,23 +parquji01,2000,1,CHA,AL,13,6,33,32,0,0,0,561,208,89,21,71,111,0.283,4.28,1,2,11,5,828,0,105,5,5,22 +parrajo01,2000,1,PIT,NL,0,1,6,2,0,0,0,35,17,9,3,7,9,0.354,6.94,0,0,1,0,57,1,9,1,0,1 +parrijo01,2000,1,BAL,AL,2,4,8,8,0,0,0,109,40,29,6,35,28,0.288,7.18,0,1,1,0,180,0,32,1,4,5 +parrist01,2000,1,CIN,NL,12,17,33,33,0,0,0,578,227,103,30,71,117,0.294,4.81,5,9,4,1,861,0,109,10,3,18 +patteda04,2000,1,DET,AL,5,1,58,0,0,0,0,170,69,25,4,14,29,0.309,3.97,2,1,2,0,244,12,26,3,2,10 +pavanca01,2000,1,MON,NL,8,4,15,15,0,0,0,291,89,33,8,34,64,0.248,3.06,1,1,8,1,408,0,40,4,3,11 +penaje01,2000,1,CHA,AL,2,1,20,0,0,0,1,70,25,14,6,16,19,0.278,5.40,0,1,1,0,109,7,18,0,2,4 +penaje01,2000,2,BOS,AL,0,0,2,0,0,0,0,9,3,1,1,3,1,0.273,3.00,0,0,0,0,14,0,1,0,0,1 +pennybr01,2000,1,FLO,NL,8,7,23,22,0,0,0,359,120,64,13,60,80,0.263,4.81,4,4,5,1,529,0,70,6,2,11 +percitr01,2000,1,ANA,AL,5,5,54,0,0,0,32,150,42,25,7,30,49,0.228,4.50,4,1,2,0,221,45,27,3,2,2 +perezca01,2000,1,LAN,NL,5,8,30,22,0,0,0,432,192,89,25,33,64,0.324,5.56,1,3,8,1,641,1,95,6,2,12 +perezyo01,2000,1,HOU,NL,2,1,33,0,0,0,0,68,25,13,4,14,21,0.266,5.16,2,1,0,0,111,9,18,1,2,0 +perisma01,2000,1,TEX,AL,2,7,34,13,0,0,0,315,136,86,20,67,74,0.316,7.37,3,4,6,0,515,4,99,6,5,10 +persoro01,2000,1,PHI,NL,9,7,28,28,1,1,0,520,144,70,13,95,164,0.229,3.63,1,10,6,1,743,0,73,4,9,11 +peterch01,2000,1,PIT,NL,0,1,18,0,0,0,1,85,23,9,2,14,16,0.221,2.86,2,3,1,0,121,4,9,2,0,3 +petkoma01,2000,1,ANA,AL,4,2,64,1,0,0,2,243,86,39,8,23,31,0.277,4.33,6,3,3,0,341,21,40,4,1,10 +pettian01,2000,1,NYA,AL,19,9,32,32,3,1,0,614,219,99,17,80,125,0.271,4.35,4,2,4,3,903,0,111,7,4,24 +pichahi01,2000,1,BOS,AL,6,3,38,1,0,0,1,195,63,25,1,26,37,0.260,3.46,2,2,3,0,275,5,29,2,2,5 +pineijo01,2000,1,SEA,AL,1,0,8,1,0,0,0,58,25,12,3,13,10,0.316,5.59,0,0,0,0,94,5,13,0,2,1 +plesada01,2000,1,ARI,NL,5,1,62,0,0,0,0,120,34,14,4,26,45,0.228,3.15,2,3,0,0,182,14,21,6,1,1 +politcl01,2000,1,PHI,NL,4,3,12,8,0,0,0,177,55,24,8,27,50,0.248,3.66,1,3,0,0,251,1,24,1,1,7 +ponsosi01,2000,1,BAL,AL,9,13,32,32,6,1,0,666,223,119,30,83,152,0.258,4.82,0,5,1,0,953,0,125,3,3,17 +pooleji02,2000,1,DET,AL,1,0,18,0,0,0,0,26,13,7,4,1,5,0.361,7.27,0,0,1,0,41,1,8,1,2,0 +pooleji02,2000,2,MON,NL,0,0,5,0,0,0,0,6,8,6,1,3,3,0.571,27.00,1,0,0,0,17,1,6,0,0,0 +potelo01,2000,1,ANA,AL,1,1,32,1,0,0,1,151,52,19,4,17,44,0.267,3.40,1,3,0,0,214,12,23,1,1,8 +powelbr01,2000,1,HOU,NL,2,1,9,5,0,0,0,94,34,20,8,13,14,0.279,5.74,0,0,1,0,140,1,21,2,2,2 +powelja04,2000,1,HOU,NL,1,1,29,0,0,0,0,81,29,17,1,19,16,0.271,5.67,1,0,0,0,127,10,18,1,0,2 +powelje01,2000,1,MON,NL,0,3,11,4,0,0,0,78,35,23,6,9,19,0.321,7.96,0,1,0,0,121,6,27,2,1,1 +prietar01,2000,1,OAK,AL,1,2,8,6,0,0,0,95,42,18,3,13,19,0.321,5.12,0,0,1,0,148,2,21,2,1,3 +prokolu01,2000,1,LAN,NL,1,1,5,3,0,0,0,63,19,7,2,9,12,0.253,3.00,0,0,2,0,88,1,10,1,1,4 +pulsibi01,2000,1,NYN,NL,0,2,2,2,0,0,0,20,12,9,1,6,7,0.387,12.15,0,0,1,0,39,0,9,1,0,0 +quantpa01,2000,1,TOR,AL,2,5,68,0,0,0,1,251,100,42,7,25,47,0.298,4.52,1,1,2,0,367,24,45,1,3,9 +queveru01,2000,1,CHN,NL,3,10,21,15,1,0,0,264,96,73,21,54,65,0.271,7.47,4,2,3,0,418,1,81,4,3,4 +radinsc01,2000,1,SLN,NL,0,0,1,0,0,0,0,0,0,0,0,1,0,,,0,0,0,0,1,0,0,0,0,0 +radkebr01,2000,1,MIN,AL,12,16,34,34,4,1,0,680,261,112,27,51,141,0.286,4.45,1,5,5,0,978,0,119,7,4,16 +rainst01,2000,1,CHN,NL,3,4,37,0,0,0,0,149,46,24,10,27,54,0.250,4.35,0,4,1,0,214,6,25,1,1,5 +rakerja01,2000,1,KCA,AL,2,0,11,0,0,0,0,65,33,22,5,7,16,0.351,9.14,0,3,0,0,102,3,22,0,1,1 +ramirhe01,2000,1,MIL,NL,0,1,6,0,0,0,0,27,11,10,1,5,4,0.289,10.00,0,0,0,0,43,1,10,0,0,0 +ramsaro01,2000,1,SEA,AL,1,1,37,1,0,0,0,151,43,19,3,40,32,0.234,3.40,3,4,1,0,230,6,22,2,3,5 +rapppa01,2000,1,BAL,AL,9,12,31,30,0,0,0,522,203,114,18,83,106,0.290,5.90,5,8,5,0,798,0,125,1,7,18 +ratlijo01,2000,1,OAK,AL,0,0,1,0,0,0,0,3,0,0,0,0,0,0.000,0.00,0,0,0,0,3,1,0,0,0,0 +reamebr01,2000,1,SLN,NL,2,1,8,7,0,0,0,122,30,13,4,23,31,0.207,2.88,1,2,1,1,170,0,17,0,1,6 +redmama01,2000,1,MIN,AL,12,9,32,24,0,0,0,454,168,80,22,45,117,0.281,4.76,0,6,3,0,651,3,81,3,2,10 +reedri01,2000,1,NYN,NL,11,5,30,30,0,0,0,552,192,84,28,34,121,0.266,4.11,3,2,5,1,768,0,90,3,5,17 +reedst01,2000,1,CLE,AL,2,0,57,0,0,0,0,168,58,27,7,21,39,0.269,4.34,4,2,1,1,243,16,30,4,1,5 +reichda01,2000,1,KCA,AL,8,10,44,18,1,1,2,460,157,80,15,91,94,0.271,4.70,1,18,7,0,690,11,92,5,7,28 +rekarbr01,2000,1,TBA,AL,7,10,30,27,2,0,0,520,200,85,22,39,95,0.292,4.41,0,5,4,0,743,2,92,3,9,14 +remlimi01,2000,1,ATL,NL,5,3,71,0,0,0,12,218,55,28,6,37,72,0.207,3.47,1,3,3,0,311,18,29,3,2,7 +reyesal01,2000,1,BAL,AL,1,0,13,0,0,0,0,39,13,10,2,11,10,0.271,6.92,1,0,0,0,62,2,10,1,2,1 +reyesal01,2000,2,LAN,NL,0,0,6,0,0,0,0,20,2,0,0,1,8,0.087,0.00,0,0,0,0,24,4,0,0,0,0 +reyesca01,2000,1,PHI,NL,0,2,10,0,0,0,0,31,10,6,2,5,4,0.270,5.23,0,1,0,0,44,5,6,2,0,1 +reyesca01,2000,2,SDN,NL,1,1,12,0,0,0,1,54,15,12,5,8,13,0.221,6.00,0,0,1,1,77,4,12,0,0,2 +reyesde01,2000,1,CIN,NL,2,1,62,0,0,0,0,131,43,22,5,29,36,0.262,4.53,0,6,1,0,200,15,31,3,3,6 +reynoar02,2000,1,ARI,NL,11,12,31,30,2,0,0,512,179,100,22,52,89,0.273,5.27,5,3,6,0,730,0,102,11,5,11 +reynosh01,2000,1,HOU,NL,7,8,22,22,0,0,0,393,150,76,20,45,93,0.287,5.22,2,5,6,0,588,0,86,6,8,11 +rhodear01,2000,1,SEA,AL,5,8,72,0,0,0,0,208,51,33,6,29,77,0.205,4.28,3,4,0,0,281,9,34,1,2,8 +riedljo01,2000,1,CIN,NL,3,1,13,0,0,0,1,46,11,4,1,8,18,0.208,2.35,0,1,1,0,63,5,7,1,0,2 +rigbybr01,2000,1,KCA,AL,0,0,4,0,0,0,1,25,19,15,6,5,3,0.422,16.20,0,0,1,0,51,1,16,0,0,0 +rigbybr01,2000,2,MON,NL,0,0,6,0,0,0,1,16,8,3,0,3,2,0.348,5.06,0,0,1,0,27,4,5,0,0,1 +rigdopa01,2000,1,CLE,AL,1,1,5,4,0,0,0,53,21,15,4,9,15,0.300,7.64,1,0,0,0,79,0,15,0,0,3 +rigdopa01,2000,2,MIL,NL,4,4,12,12,0,0,0,209,68,35,14,26,48,0.255,4.52,4,2,1,0,302,0,37,3,5,2 +riggaje01,2000,1,NYN,NL,0,0,1,0,0,0,0,6,3,0,0,0,1,0.300,0.00,0,0,0,0,10,0,2,0,0,0 +rincori01,2000,1,CLE,AL,2,0,35,0,0,0,0,60,17,6,1,13,20,0.224,2.70,1,1,1,0,90,4,7,0,0,1 +ritchto01,2000,1,PIT,NL,9,8,31,31,1,1,0,561,208,100,26,51,124,0.282,4.81,1,5,3,1,804,0,111,8,5,19 +riverlu02,2000,1,ATL,NL,1,0,5,0,0,0,0,20,4,1,0,5,5,0.190,1.35,1,0,0,0,28,3,1,2,0,1 +riverlu02,2000,2,BAL,AL,0,0,1,0,0,0,0,2,1,0,0,1,0,0.333,0.00,0,0,0,0,4,0,0,0,0,0 +riverma01,2000,1,NYA,AL,7,4,66,0,0,0,36,227,58,24,4,25,58,0.208,2.85,3,2,0,0,311,61,26,5,2,3 +robergr01,2000,1,NYN,NL,0,0,4,1,0,0,0,21,11,9,0,4,6,0.344,11.57,1,0,0,0,38,0,10,0,2,0 +rockejo01,2000,1,ATL,NL,1,2,59,0,0,0,24,159,42,17,5,48,77,0.210,2.89,4,5,2,2,251,41,25,1,0,3 +rodrife01,2000,1,SFN,NL,4,2,76,0,0,0,3,245,65,24,5,42,95,0.220,2.64,2,3,3,1,346,19,29,2,3,5 +rodrifr02,2000,1,SEA,AL,2,1,23,0,0,0,0,142,60,33,8,22,19,0.317,6.27,2,3,0,0,214,5,33,0,3,8 +rodrijo02,2000,1,SLN,NL,0,0,6,0,0,0,0,12,2,0,0,3,2,0.143,0.00,0,0,1,0,19,1,2,0,1,0 +rodriri02,2000,1,NYN,NL,0,1,32,0,0,0,0,111,59,32,7,15,18,0.364,7.78,0,2,3,1,185,13,40,0,5,4 +rogerke01,2000,1,TEX,AL,13,13,34,34,2,0,0,682,257,115,20,78,127,0.285,4.55,2,1,11,1,998,0,126,3,4,29 +romerjc01,2000,1,MIN,AL,2,7,12,11,0,0,0,173,72,45,8,30,50,0.312,7.02,0,2,1,1,268,0,51,4,2,7 +roquera01,2000,1,MIL,NL,0,0,4,0,0,0,0,16,7,6,1,7,4,0.333,10.13,1,0,0,0,29,1,6,0,1,1 +rosadjo01,2000,1,KCA,AL,2,2,5,5,0,0,0,83,29,18,4,9,15,0.271,5.86,0,0,4,1,122,0,18,1,1,4 +rosebr01,2000,1,BOS,AL,3,5,15,12,0,0,0,159,58,36,11,21,24,0.274,6.11,3,2,3,0,239,1,37,1,2,0 +rosebr01,2000,2,COL,NL,4,5,12,12,0,0,0,191,72,39,10,30,40,0.282,5.51,6,2,3,1,293,0,41,2,2,4 +rueteki01,2000,1,SFN,NL,11,9,32,31,0,0,0,552,205,81,23,62,71,0.290,3.96,5,1,2,0,799,0,92,19,9,22 +ruffijo01,2000,1,ARI,NL,0,0,5,0,0,0,0,27,14,9,4,3,5,0.350,9.00,1,0,0,0,43,2,9,0,0,0 +runyase01,2000,1,DET,AL,0,0,3,0,0,0,0,9,2,2,0,2,1,0.222,6.00,0,0,0,0,12,0,2,0,1,0 +rupery01,2000,1,TBA,AL,5,6,18,18,0,0,0,273,121,70,19,31,61,0.321,6.92,3,4,9,0,425,0,75,2,6,4 +ruschgl01,2000,1,NYN,NL,11,11,31,30,2,0,0,572,196,85,18,44,157,0.267,4.01,2,2,6,0,802,0,91,10,7,13 +ryanbj01,2000,1,BAL,AL,2,3,42,0,0,0,0,128,36,28,7,31,41,0.225,5.91,1,2,0,1,193,9,29,1,1,3 +ryanja04,2000,1,MIN,AL,0,1,16,1,0,0,0,78,37,22,8,10,19,0.330,7.62,0,2,1,0,125,6,24,0,2,1 +sanchje01,2000,1,FLO,NL,9,12,32,32,2,2,0,546,197,108,32,76,123,0.280,5.34,4,4,4,0,805,0,118,9,12,13 +santajo01,2000,1,MIN,AL,2,3,30,5,0,0,0,258,102,62,11,54,64,0.302,6.49,0,5,2,2,398,9,64,1,3,11 +santaju01,2000,1,MON,NL,1,5,36,4,0,0,0,200,69,42,11,33,58,0.271,5.67,2,2,2,0,293,9,45,1,2,7 +santijo03,2000,1,KCA,AL,8,6,45,0,0,0,2,207,70,30,7,26,44,0.260,3.91,3,0,3,0,302,20,33,1,3,6 +sasakka01,2000,1,SEA,AL,2,5,63,0,0,0,37,188,42,22,10,31,78,0.184,3.16,5,1,2,0,265,58,25,2,2,1 +sauersc01,2000,1,PIT,NL,5,4,75,0,0,0,1,227,76,34,4,61,83,0.270,4.04,8,9,1,2,349,13,36,3,3,12 +sauveri01,2000,1,OAK,AL,0,0,10,0,0,0,0,31,13,5,3,1,7,0.310,4.35,0,0,0,0,43,4,5,0,0,2 +scanlbo01,2000,1,MIL,NL,0,0,2,0,0,0,0,5,6,5,0,0,1,0.600,27.00,0,0,1,0,13,1,6,1,1,0 +schilcu01,2000,1,PHI,NL,6,6,16,16,4,1,0,338,110,49,17,32,96,0.253,3.91,4,4,1,0,474,0,49,5,1,8 +schilcu01,2000,2,ARI,NL,5,6,13,13,4,1,0,293,94,40,10,13,72,0.257,3.69,0,0,0,0,388,0,41,6,3,9 +schmija01,2000,1,PIT,NL,2,5,11,11,0,0,0,190,71,38,6,41,51,0.284,5.40,2,1,1,0,295,0,43,1,2,7 +schoesc01,2000,1,ANA,AL,7,10,27,27,1,1,0,510,183,103,21,67,78,0.276,5.45,2,4,6,3,742,0,112,2,5,30 +schoupe01,2000,1,BOS,AL,3,10,21,21,0,0,0,322,116,61,17,38,63,0.278,5.11,2,5,3,0,464,0,67,4,1,10 +schrest01,2000,1,PHI,NL,2,3,20,0,0,0,0,70,25,19,3,13,19,0.269,7.33,0,0,1,0,109,6,20,1,1,1 +seaneru01,2000,1,ATL,NL,2,4,23,0,0,0,2,63,15,10,3,9,20,0.192,4.29,1,0,1,0,89,8,11,1,0,1 +seelbch02,2000,1,ATL,NL,0,1,2,0,0,0,0,5,3,2,0,0,1,0.500,10.80,0,0,0,0,7,2,2,0,1,0 +seleaa01,2000,1,SEA,AL,17,10,34,34,2,2,0,635,221,106,17,74,137,0.271,4.51,7,5,5,0,908,0,110,5,8,23 +serafda01,2000,1,SDN,NL,0,0,3,0,0,0,0,9,9,6,2,2,3,0.500,18.00,0,1,0,0,20,1,6,0,0,0 +serafda01,2000,2,PIT,NL,2,5,11,11,0,0,0,187,70,34,9,26,32,0.292,4.91,1,2,4,0,280,0,35,8,2,5 +servisc01,2000,1,OAK,AL,1,2,20,0,0,0,1,110,45,26,5,19,35,0.302,6.38,1,0,1,0,172,6,31,1,2,2 +shawje01,2000,1,LAN,NL,3,4,60,0,0,0,27,172,61,27,7,16,39,0.265,4.24,3,0,1,0,249,51,29,2,0,2 +sheldsc01,2000,1,TEX,AL,0,0,1,0,0,0,0,1,0,0,0,0,1,0.000,0.00,0,0,0,0,1,0,0,0,0,0 +shueypa01,2000,1,CLE,AL,4,2,57,0,0,0,0,191,51,24,4,30,69,0.219,3.39,3,0,3,0,270,12,25,1,3,2 +sikorbr01,2000,1,TEX,AL,1,3,10,5,0,0,0,113,46,24,9,25,32,0.288,5.73,1,1,1,0,187,2,31,0,1,0 +silvajo01,2000,1,PIT,NL,11,9,51,19,1,0,0,408,178,84,16,50,98,0.317,5.56,7,6,5,1,631,12,96,9,5,10 +simasbi01,2000,1,CHA,AL,2,3,60,0,0,0,0,203,69,26,9,22,49,0.276,3.46,6,1,1,0,283,9,27,6,4,11 +sirotmi01,2000,1,CHA,AL,15,10,32,32,1,0,0,591,203,83,23,69,128,0.269,3.79,1,8,1,2,832,0,101,4,3,26 +skrmema01,2000,1,MON,NL,0,0,6,0,0,0,0,16,6,9,1,6,4,0.273,15.19,0,2,0,0,29,3,10,0,1,0 +skrmema01,2000,2,PIT,NL,2,2,8,0,0,0,0,28,13,10,2,3,7,0.333,9.64,0,1,1,0,44,0,12,1,0,0 +slocuhe01,2000,1,SLN,NL,2,3,43,0,0,0,1,149,50,30,9,24,34,0.266,5.44,1,1,1,1,218,11,32,3,2,3 +slocuhe01,2000,2,SDN,NL,0,1,22,0,0,0,0,57,19,8,0,13,12,0.264,3.79,3,0,2,1,91,6,11,1,3,1 +slusajo01,2000,1,HOU,NL,2,7,54,0,0,0,3,231,80,36,8,22,54,0.268,4.21,3,6,3,0,327,16,36,2,2,6 +smithbr03,2000,1,PIT,NL,0,0,3,0,0,0,0,13,6,5,1,2,3,0.375,10.38,0,0,0,0,20,1,5,1,1,1 +smithch06,2000,1,FLO,NL,6,6,19,19,1,0,0,368,111,44,6,54,118,0.248,3.23,2,6,3,1,513,0,53,4,5,13 +smithda06,2000,1,BOS,AL,0,0,2,0,0,0,0,10,2,3,0,3,1,0.250,8.10,0,0,0,0,15,0,3,1,3,0 +snydejo02,2000,1,MIL,NL,3,10,23,23,0,0,0,381,147,87,8,77,69,0.296,6.17,10,6,9,0,596,0,95,6,7,15 +sparkje01,2000,1,TBA,AL,0,1,15,0,0,0,0,61,13,8,2,18,24,0.186,3.54,1,3,2,0,90,4,8,0,0,1 +sparkst01,2000,1,DET,AL,7,5,20,15,1,1,1,312,108,47,7,29,53,0.263,4.07,0,6,4,0,446,5,55,1,1,11 +sparkst02,2000,1,PIT,NL,0,0,3,0,0,0,0,12,4,3,0,5,2,0.267,6.75,0,2,0,0,20,2,3,0,0,1 +speieju01,2000,1,CLE,AL,5,2,47,0,0,0,0,205,57,25,9,28,69,0.226,3.29,3,7,4,1,290,12,27,2,4,5 +spencse01,2000,1,MON,NL,0,0,8,0,0,0,0,20,7,4,2,3,6,0.292,5.40,0,4,0,0,28,1,4,0,1,2 +spencst02,2000,1,SDN,NL,2,2,8,8,0,0,0,149,44,18,7,19,40,0.239,3.26,1,0,2,1,208,0,22,2,1,3 +spoljpa01,2000,1,KCA,AL,0,0,13,0,0,0,0,29,9,7,4,5,6,0.265,6.52,0,0,0,0,40,4,7,1,0,1 +spradje01,2000,1,KCA,AL,4,4,50,0,0,0,7,225,81,46,9,27,54,0.283,5.52,2,1,3,0,320,30,49,3,1,9 +spradje01,2000,2,CHN,NL,0,1,8,1,0,0,0,45,20,14,2,5,13,0.328,8.40,1,1,1,0,70,2,15,1,2,0 +sprinde01,2000,1,NYN,NL,0,1,2,2,0,0,0,34,20,11,2,5,5,0.377,8.74,0,2,1,0,59,0,11,0,0,1 +sprinru01,2000,1,ARI,NL,2,4,52,0,0,0,0,186,63,35,11,34,59,0.261,5.08,6,3,2,0,282,10,36,2,3,3 +spurgja01,2000,1,BAL,AL,1,1,7,4,0,0,0,72,26,16,5,15,11,0.283,6.00,0,3,2,0,110,1,16,1,0,3 +staniro01,2000,1,BOS,AL,0,0,8,0,0,0,0,39,22,11,3,4,3,0.355,7.62,1,0,0,0,66,3,19,0,0,1 +stantmi02,2000,1,NYA,AL,2,3,69,0,0,0,0,204,68,31,5,24,75,0.263,4.10,2,1,2,0,291,20,32,2,4,3 +stechge01,2000,1,SLN,NL,1,0,20,0,0,0,0,77,24,18,6,17,12,0.247,6.31,1,2,0,0,116,7,22,0,2,2 +steinbl01,2000,1,KCA,AL,8,5,17,17,1,0,0,323,98,56,19,57,78,0.247,4.68,1,7,3,0,464,0,57,3,4,11 +stephga01,2000,1,SLN,NL,16,9,32,31,3,2,0,601,209,100,31,63,123,0.270,4.49,0,2,7,2,858,0,105,6,7,13 +steveda01,2000,1,ATL,NL,0,0,2,0,0,0,0,9,5,4,2,1,4,0.357,12.00,0,0,0,0,15,2,4,0,0,0 +stottto01,2000,1,ARI,NL,9,6,18,18,0,0,0,286,98,52,18,36,76,0.268,4.91,2,2,2,1,408,0,55,3,2,5 +stricsc01,2000,1,MON,NL,4,3,49,0,0,0,9,144,38,16,3,16,48,0.215,3.00,2,2,1,0,200,20,18,3,3,2 +stronjo01,2000,1,FLO,NL,1,1,18,0,0,0,1,59,26,16,3,12,18,0.325,7.32,1,2,2,0,95,5,16,1,0,2 +stullev01,2000,1,MIL,NL,2,3,20,4,0,0,0,130,41,28,7,30,33,0.256,5.82,3,5,4,0,199,3,30,2,3,6 +sturtta01,2000,1,CHA,AL,1,2,10,1,0,0,0,47,25,21,4,15,6,0.379,12.06,0,1,2,0,85,2,23,0,2,3 +sturtta01,2000,2,TBA,AL,4,0,19,5,0,0,0,158,47,15,4,14,38,0.236,2.56,1,1,1,0,215,7,16,1,0,4 +sullisc01,2000,1,CIN,NL,3,6,79,0,0,0,3,319,87,41,14,38,96,0.226,3.47,8,7,9,0,439,22,44,2,5,10 +suppaje01,2000,1,KCA,AL,10,9,35,33,3,1,0,651,240,119,36,84,128,0.284,4.94,3,7,7,1,948,0,121,5,6,23 +suzukma01,2000,1,KCA,AL,8,10,32,29,1,1,0,566,195,91,26,94,135,0.265,4.34,6,11,3,0,839,0,100,2,3,16 +swindgr01,2000,1,ARI,NL,2,6,64,0,0,0,1,228,71,27,7,20,64,0.247,3.20,5,0,1,0,318,21,29,6,3,3 +tamje01,2000,1,OAK,AL,3,3,72,0,0,0,3,257,86,25,3,23,46,0.268,2.63,8,3,1,0,351,23,30,2,4,16 +tapanke01,2000,1,CHN,NL,8,12,30,30,2,0,0,587,208,109,35,47,150,0.271,5.01,1,1,8,0,829,0,113,4,3,15 +tavarju01,2000,1,COL,NL,11,5,51,12,1,0,1,360,124,59,11,53,62,0.268,4.43,9,2,7,1,530,8,68,3,4,10 +taylobi04,2000,1,TBA,AL,1,3,17,0,0,0,0,41,13,13,2,9,13,0.255,8.56,2,0,2,0,62,7,13,0,0,1 +telemam01,2000,1,PHI,NL,1,3,13,2,0,0,0,73,25,18,6,14,22,0.275,6.66,0,1,0,0,107,2,22,0,2,3 +telfoan01,2000,1,MON,NL,5,4,64,0,0,0,3,235,76,33,10,23,68,0.257,3.79,1,4,5,1,330,18,38,2,4,10 +tessmja01,2000,1,NYA,AL,0,0,7,0,0,0,0,20,9,5,3,1,5,0.300,6.75,1,0,0,0,31,5,6,0,0,0 +thompma01,2000,1,SLN,NL,1,1,20,0,0,0,0,75,24,14,4,15,19,0.250,5.04,0,3,3,0,116,4,21,1,1,1 +thurmmi01,2000,1,MON,NL,4,9,17,17,0,0,0,265,112,63,9,46,52,0.315,6.42,4,2,3,0,415,0,69,5,6,10 +timlimi01,2000,1,BAL,AL,2,3,37,0,0,0,11,105,37,19,6,15,26,0.276,4.89,3,0,2,0,157,31,22,5,1,2 +timlimi01,2000,2,SLN,NL,3,1,25,0,0,0,1,89,30,11,2,20,26,0.265,3.34,3,0,2,0,138,9,11,2,1,3 +tolarke01,2000,1,DET,AL,0,0,5,0,0,0,0,9,1,1,0,1,3,0.091,3.00,0,0,0,0,12,1,1,0,0,1 +tollbbr01,2000,1,SDN,NL,4,5,19,19,1,0,0,354,126,47,13,35,76,0.274,3.58,4,2,5,1,506,0,58,6,0,8 +tomkobr01,2000,1,SEA,AL,7,5,32,8,0,0,1,277,92,48,12,40,59,0.264,4.68,4,1,3,1,401,10,53,5,5,10 +trachst01,2000,1,TBA,AL,6,10,23,23,3,1,0,413,160,70,16,49,78,0.294,4.58,1,3,6,0,606,0,76,2,5,12 +trachst01,2000,2,TOR,AL,2,5,11,11,0,0,0,189,72,37,10,25,32,0.293,5.29,1,1,0,0,276,0,40,4,1,9 +trombmi01,2000,1,BAL,AL,4,5,75,0,0,0,4,216,67,33,15,38,72,0.247,4.13,8,8,4,0,322,32,34,7,2,3 +tucketj01,2000,1,MON,NL,0,1,2,2,0,0,0,21,11,9,5,3,2,0.344,11.57,0,1,0,0,35,0,9,0,0,0 +turnbde01,2000,1,ANA,AL,0,0,24,1,0,0,0,114,36,20,7,36,25,0.254,4.74,0,3,2,1,181,16,21,0,1,7 +urbinug01,2000,1,MON,NL,0,1,13,0,0,0,8,40,11,6,1,5,22,0.224,4.05,0,1,0,0,54,11,6,0,0,3 +valdeis01,2000,1,CHN,NL,2,4,12,12,0,0,0,201,71,40,17,27,45,0.273,5.37,2,0,2,0,291,0,40,0,2,7 +valdeis01,2000,2,LAN,NL,0,3,9,8,0,0,0,120,53,27,5,13,29,0.327,6.08,0,0,1,0,178,1,29,0,2,5 +valdema01,2000,1,HOU,NL,5,5,53,0,0,0,2,170,69,32,3,25,35,0.301,5.08,1,1,5,0,264,20,41,3,2,11 +vanpoto01,2000,1,CHN,NL,4,5,51,2,0,0,2,259,80,36,10,48,77,0.249,3.75,2,4,2,0,378,13,38,4,3,5 +vazquja01,2000,1,MON,NL,11,9,33,33,2,1,0,653,247,98,24,61,196,0.286,4.05,10,3,5,0,945,0,104,11,3,17 +venafmi01,2000,1,TEX,AL,3,1,77,0,0,0,1,169,64,24,2,21,32,0.295,3.83,4,1,4,0,248,21,27,2,4,8 +veresda01,2000,1,SLN,NL,3,5,71,0,0,0,29,227,65,24,6,25,67,0.239,2.85,2,3,6,1,310,61,26,5,2,9 +villabr01,2000,1,DET,AL,0,0,3,0,0,0,0,13,4,5,0,4,1,0.250,10.38,0,1,0,0,20,2,5,0,0,1 +villeis01,2000,1,ATL,NL,0,0,1,0,0,0,0,8,4,4,2,2,2,0.333,13.50,0,0,1,0,15,0,4,0,0,0 +villoro01,2000,1,CIN,NL,10,10,35,23,2,0,0,423,154,85,22,78,77,0.286,5.43,3,7,9,0,643,5,95,10,8,15 +vizcalu01,2000,1,OAK,AL,0,1,12,0,0,0,0,58,25,16,2,11,18,0.305,7.45,0,1,2,0,96,1,17,0,1,1 +vogelry01,2000,1,SFN,NL,0,0,4,0,0,0,0,18,4,0,0,2,6,0.182,0.00,0,0,0,0,24,3,0,0,0,0 +vosbeed01,2000,1,PHI,NL,1,1,31,0,0,0,0,72,21,11,4,18,23,0.241,4.13,0,1,0,0,106,5,11,1,0,1 +wagnebi02,2000,1,HOU,NL,2,4,28,0,0,0,6,83,28,19,6,18,28,0.255,6.18,0,7,1,0,129,19,19,0,0,1 +wainhda01,2000,1,SLN,NL,0,1,9,0,0,0,0,26,13,9,2,4,5,0.351,9.35,1,1,2,0,44,4,10,1,0,2 +wakefti01,2000,1,BOS,AL,6,10,51,17,0,0,0,478,170,97,31,65,102,0.272,5.48,3,4,4,0,706,13,107,4,8,12 +walkeke01,2000,1,SDN,NL,7,1,70,0,0,0,0,200,49,31,5,38,56,0.206,4.19,6,2,5,1,287,14,35,4,2,5 +walkepe01,2000,1,COL,NL,0,0,3,0,0,0,0,14,10,9,1,4,2,0.435,17.36,0,0,0,0,27,1,9,0,0,1 +wallaje01,2000,1,PIT,NL,2,0,38,0,0,0,0,107,42,28,5,34,27,0.290,7.07,1,5,4,0,185,6,32,0,2,2 +walldo01,2000,1,SDN,NL,5,2,44,0,0,0,1,161,36,20,4,21,29,0.193,3.35,1,1,0,0,211,14,20,3,0,5 +wardbr01,2000,1,PHI,NL,0,0,20,0,0,0,0,58,14,5,2,8,11,0.206,2.33,0,1,0,0,79,8,5,1,2,1 +wardbr01,2000,2,ANA,AL,0,0,7,0,0,0,0,24,8,5,1,2,3,0.235,5.63,0,2,0,0,36,2,6,0,0,0 +wasdijo01,2000,1,BOS,AL,1,3,25,1,0,0,1,134,48,25,8,15,36,0.273,5.04,1,1,2,0,198,10,25,0,5,0 +wasdijo01,2000,2,COL,NL,0,3,14,3,1,0,0,107,42,23,6,9,35,0.302,5.80,2,2,3,0,154,2,23,1,2,3 +washbja01,2000,1,ANA,AL,7,2,14,14,0,0,0,253,64,35,16,37,49,0.215,3.74,0,1,1,0,340,0,38,1,3,7 +watsoal01,2000,1,NYA,AL,0,0,17,0,0,0,0,66,30,25,6,18,20,0.330,10.23,0,2,2,0,115,9,25,2,2,1 +watsoma01,2000,1,CLE,AL,0,1,6,0,0,0,0,19,12,6,0,2,4,0.400,8.53,0,0,1,0,33,1,7,0,0,1 +weathda01,2000,1,MIL,NL,3,5,69,0,0,0,1,229,73,26,7,32,50,0.260,3.07,8,0,2,0,320,23,29,4,1,13 +weaveer01,2000,1,ANA,AL,0,2,17,0,0,0,0,55,20,14,5,16,8,0.267,6.87,1,1,0,0,92,4,16,0,1,0 +weaveje01,2000,1,DET,AL,11,15,31,30,2,0,0,600,205,96,26,52,136,0.267,4.32,2,3,15,2,849,0,102,3,9,12 +weberbe01,2000,1,SFN,NL,0,1,9,0,0,0,0,24,16,13,0,4,6,0.400,14.63,0,1,0,0,44,2,13,0,0,0 +weberbe01,2000,2,ANA,AL,1,0,10,0,0,0,0,44,12,3,0,2,8,0.214,1.84,1,1,0,0,59,1,6,0,1,3 +wellsbo01,2000,1,MIN,AL,0,7,76,0,0,0,10,259,80,35,14,15,76,0.247,3.65,2,1,4,0,351,25,39,3,5,5 +wellsda01,2000,1,TOR,AL,20,8,35,35,9,1,0,689,266,105,23,31,166,0.289,4.11,0,9,8,1,972,0,115,6,7,19 +wellski01,2000,1,CHA,AL,6,9,20,20,0,0,0,296,126,66,15,58,71,0.312,6.02,4,7,2,0,468,0,76,1,3,15 +wendetu01,2000,1,NYN,NL,8,6,77,0,0,0,1,248,60,33,9,41,73,0.206,3.59,7,0,5,1,346,17,36,6,3,2 +wengedo01,2000,1,ATL,NL,0,1,10,0,0,0,0,30,12,8,2,5,7,0.286,7.20,0,0,0,0,47,6,9,0,0,1 +westbja01,2000,1,NYA,AL,0,2,3,2,0,0,0,20,15,10,1,4,1,0.469,13.50,1,0,0,0,38,1,10,0,2,0 +wettejo01,2000,1,TEX,AL,6,5,62,0,0,0,34,180,67,28,10,24,53,0.285,4.20,2,0,2,0,269,57,35,4,4,5 +wheelda01,2000,1,TBA,AL,1,1,11,2,0,0,0,69,29,14,2,11,17,0.302,5.48,2,2,2,0,111,6,14,1,1,2 +whisema01,2000,1,SDN,NL,2,2,24,0,0,0,0,64,16,9,1,17,12,0.213,3.80,1,5,0,0,95,12,12,1,2,3 +whitega01,2000,1,CIN,NL,0,0,1,0,0,0,0,3,2,2,1,1,2,0.400,18.00,0,0,0,0,6,0,2,0,0,0 +whitega01,2000,2,COL,NL,11,2,67,0,0,0,5,249,62,20,5,14,82,0.208,2.17,2,1,3,0,323,17,21,2,6,4 +whitema02,2000,1,SDN,NL,2,3,28,0,0,0,0,111,32,17,6,17,27,0.232,4.14,3,2,1,1,159,9,21,2,1,2 +whiteri01,2000,1,TBA,AL,3,6,44,0,0,0,2,214,57,27,7,26,47,0.220,3.41,3,3,5,0,293,8,30,1,2,8 +whiteri01,2000,2,NYN,NL,2,3,22,0,0,0,1,85,26,12,2,12,20,0.232,3.81,2,0,2,0,127,6,14,0,1,1 +wickmbo01,2000,1,MIL,NL,2,2,43,0,0,0,16,138,37,15,1,20,44,0.215,2.93,2,2,1,0,194,36,18,0,1,6 +wickmbo01,2000,2,CLE,AL,1,3,26,0,0,0,14,80,27,10,0,12,11,0.270,3.38,3,0,0,0,115,24,12,3,0,4 +wilkima01,2000,1,PIT,NL,4,2,52,0,0,0,0,181,54,34,4,43,37,0.248,5.07,3,3,6,0,277,8,34,3,7,6 +willibr01,2000,1,CHN,NL,1,1,22,0,0,0,1,73,28,26,4,23,14,0.304,9.62,2,3,3,0,122,5,27,3,1,2 +willibr01,2000,2,CLE,AL,0,0,7,0,0,0,0,54,23,8,2,8,6,0.324,4.00,1,1,1,0,81,1,9,0,1,3 +willije01,2000,1,LAN,NL,0,0,7,0,0,0,0,17,12,10,1,8,3,0.462,15.88,0,0,0,0,35,0,11,0,1,3 +willima06,2000,1,MIL,NL,0,0,11,0,0,0,0,27,7,7,2,13,7,0.219,7.00,0,0,1,0,46,1,7,0,0,0 +willimi03,2000,1,PIT,NL,3,4,72,0,0,0,24,216,56,28,8,40,71,0.218,3.50,3,1,4,0,307,63,34,2,4,9 +willisc01,2000,1,CIN,NL,5,8,48,10,0,0,6,336,92,41,7,75,136,0.224,3.29,7,21,3,1,495,13,45,4,2,9 +williwo02,2000,1,SDN,NL,10,8,23,23,4,0,0,504,152,70,23,54,111,0.239,3.75,2,4,3,0,700,0,74,4,3,15 +wilsokr01,2000,1,KCA,AL,0,1,20,0,0,0,0,103,38,16,3,11,17,0.288,4.19,3,0,0,0,145,5,16,1,1,8 +wilsopa02,2000,1,TBA,AL,1,4,11,7,0,0,0,153,38,19,1,16,40,0.209,3.35,2,1,4,0,206,0,20,2,2,1 +winchsc01,2000,1,CIN,NL,0,0,5,0,0,0,0,22,10,3,1,2,3,0.313,3.68,0,0,0,0,35,3,4,0,1,0 +wisema01,2000,1,ANA,AL,3,3,8,6,0,0,0,112,40,23,7,13,20,0.272,5.54,1,1,1,0,163,0,23,0,2,2 +witasja01,2000,1,KCA,AL,3,8,22,14,2,0,0,268,109,59,15,38,67,0.301,5.94,0,3,4,0,410,2,65,3,3,8 +witasja01,2000,2,SDN,NL,3,2,11,11,0,0,0,182,69,38,9,35,54,0.284,5.64,5,2,3,1,287,0,42,5,1,4 +wittbo01,2000,1,CLE,AL,0,1,7,2,0,0,0,46,28,13,4,6,6,0.394,7.63,1,2,0,0,77,2,13,0,0,0 +wohlema01,2000,1,CIN,NL,1,2,20,0,0,0,0,84,19,14,3,17,20,0.192,4.50,0,2,0,0,119,7,14,2,1,1 +wolfra02,2000,1,PHI,NL,11,9,32,32,1,0,0,619,210,100,25,83,160,0.269,4.36,2,1,8,0,889,0,107,10,8,20 +woodast01,2000,1,MIL,NL,1,7,27,11,1,0,0,281,125,62,16,33,65,0.325,5.96,4,5,4,0,432,6,70,7,3,5 +woodast01,2000,2,CLE,AL,3,3,13,11,0,0,0,162,57,34,10,11,35,0.269,5.67,1,3,2,0,227,1,35,1,1,2 +woodke02,2000,1,CHN,NL,8,7,23,23,1,0,0,411,112,73,17,87,132,0.226,4.80,0,5,9,1,603,0,77,7,5,9 +worreti01,2000,1,BAL,AL,2,2,5,0,0,0,0,22,12,6,3,5,5,0.353,7.36,3,0,0,0,39,2,6,0,0,0 +worreti01,2000,2,CHN,NL,3,4,54,0,0,0,3,186,60,17,7,24,52,0.252,2.47,8,1,1,0,268,27,20,4,1,1 +wrighja01,2000,1,MIL,NL,7,9,26,25,0,0,0,494,157,75,12,88,96,0.261,4.10,5,9,18,2,718,1,81,4,6,26 +wrighja02,2000,1,CLE,AL,3,4,9,9,1,1,0,155,44,27,6,28,36,0.235,4.70,0,2,1,0,217,0,27,0,1,9 +wunscke01,2000,1,CHA,AL,6,3,83,0,0,0,1,184,50,20,4,29,51,0.221,2.93,1,0,2,0,259,12,22,0,2,4 +yanes01,2000,1,TBA,AL,7,8,43,20,0,0,0,413,158,95,26,42,111,0.285,6.21,0,7,11,1,618,8,98,4,6,9 +yarnaed01,2000,1,NYA,AL,0,0,2,1,0,0,0,9,5,5,1,3,1,0.417,15.00,0,0,1,0,16,1,5,0,0,1 +yoshima01,2000,1,COL,NL,6,15,29,29,0,0,0,502,201,109,32,53,88,0.306,5.86,6,2,2,1,726,0,112,8,7,18 +youngda01,2000,1,CHN,NL,0,1,4,0,0,0,0,9,5,7,1,6,0,0.357,21.00,0,0,0,0,20,2,7,0,0,0 +youngti01,2000,1,BOS,AL,0,0,8,0,0,0,0,21,7,5,3,2,6,0.269,6.43,0,0,1,0,29,3,5,0,0,0 +zerbech01,2000,1,SFN,NL,0,0,4,0,0,0,0,18,6,3,1,1,5,0.273,4.50,0,0,0,0,24,2,3,1,0,1 +zimmeje02,2000,1,TEX,AL,4,5,65,0,0,0,1,209,80,41,10,34,74,0.286,5.30,3,3,2,3,323,17,45,2,5,3 +zitoba01,2000,1,OAK,AL,7,4,14,14,1,1,0,278,64,28,6,45,78,0.195,2.72,2,2,2,0,376,0,30,1,0,9 +abbotpa01,2001,1,SEA,AL,17,4,28,27,1,0,0,489,145,77,21,87,118,0.238,4.25,5,11,7,0,710,0,79,3,5,11 +acevejo01,2001,1,CIN,NL,5,7,18,18,0,0,0,288,101,58,17,34,68,0.272,5.44,2,4,3,0,417,0,61,6,3,6 +aceveju01,2001,1,COL,NL,0,2,39,0,0,0,0,96,37,20,4,19,26,0.285,5.63,6,0,1,0,153,14,24,2,1,3 +aceveju01,2001,2,FLO,NL,2,3,20,0,0,0,0,85,31,8,2,16,21,0.284,2.54,3,1,1,0,129,6,11,1,2,2 +adamste01,2001,1,LAN,NL,12,8,43,22,0,0,0,499,172,80,9,54,141,0.267,4.33,1,7,3,2,708,10,84,6,0,17 +ainswku01,2001,1,SFN,NL,0,0,2,0,0,0,0,6,3,3,1,2,3,0.333,13.50,0,0,1,0,12,2,3,0,0,0 +alfonan01,2001,1,FLO,NL,4,4,58,0,0,0,28,185,68,21,6,15,40,0.281,3.06,3,2,5,0,268,52,24,5,1,10 +almanar01,2001,1,FLO,NL,2,2,52,0,0,0,0,123,34,22,8,26,45,0.230,4.83,1,2,0,0,178,8,24,1,3,2 +almanca01,2001,1,NYA,AL,0,1,10,0,0,0,0,32,14,4,2,2,6,0.333,3.38,1,0,0,0,46,7,4,1,1,1 +anderbr02,2001,1,ARI,NL,4,9,29,22,1,0,0,400,156,77,25,30,55,0.295,5.20,2,2,1,1,571,1,93,7,4,14 +anderji02,2001,1,PIT,NL,9,17,34,34,1,0,0,619,232,117,15,83,89,0.287,5.10,14,6,11,1,922,0,123,11,9,29 +anderma01,2001,1,DET,AL,3,1,62,0,0,0,22,168,56,30,2,18,52,0.257,4.82,4,9,0,1,239,41,33,1,2,5 +ankieri01,2001,1,SLN,NL,1,2,6,6,0,0,0,72,25,19,7,25,27,0.275,7.13,0,5,3,0,124,0,21,2,3,1 +appieke01,2001,1,NYN,NL,11,10,33,33,1,1,0,620,181,82,22,64,172,0.237,3.57,4,12,15,0,856,0,89,6,7,16 +armasto02,2001,1,MON,NL,9,14,34,34,0,0,0,590,180,88,18,91,176,0.247,4.03,6,9,10,1,851,0,101,15,6,14 +arrojro01,2001,1,BOS,AL,5,4,41,9,0,0,5,310,88,40,8,35,78,0.230,3.48,4,2,12,0,438,11,44,6,2,7 +arroybr01,2001,1,PIT,NL,5,7,24,13,1,0,0,265,99,50,12,34,39,0.289,5.09,6,4,4,1,390,1,54,4,6,9 +ashbyan01,2001,1,LAN,NL,2,0,2,2,0,0,0,35,14,5,2,1,7,0.292,3.86,0,0,0,0,49,0,5,0,0,1 +astacpe01,2001,1,COL,NL,6,13,22,22,4,1,0,423,151,86,21,50,125,0.276,5.49,3,2,10,0,617,0,91,5,4,11 +astacpe01,2001,2,HOU,NL,2,1,4,4,0,0,0,86,30,10,1,4,19,0.280,3.14,0,0,3,0,116,0,10,1,1,1 +atchlju01,2001,1,CIN,NL,0,0,15,0,0,0,0,31,12,7,4,5,8,0.286,6.10,2,1,1,0,48,2,7,0,0,1 +austije01,2001,1,KCA,AL,0,0,21,0,0,0,0,78,27,16,4,14,27,0.273,5.54,2,3,1,0,117,9,17,1,2,2 +aybarma01,2001,1,CHN,NL,2,1,17,1,0,0,0,68,28,16,5,17,16,0.304,6.35,0,2,2,0,113,1,19,1,1,1 +bacsimi02,2001,1,CLE,AL,0,0,3,0,0,0,0,27,13,9,0,3,4,0.325,9.00,1,0,1,0,45,0,10,0,1,0 +baezbe01,2001,1,FLO,NL,0,0,8,0,0,0,0,28,22,14,3,6,14,0.449,13.50,0,0,0,0,55,3,14,0,0,1 +baezda01,2001,1,CLE,AL,5,3,43,0,0,0,0,151,34,14,5,20,52,0.191,2.50,4,3,3,0,202,8,22,0,1,3 +baileco01,2001,1,KCA,AL,1,1,53,0,0,0,0,202,57,26,3,33,61,0.234,3.48,2,4,0,0,283,13,28,3,3,9 +baldwja01,2001,1,CHA,AL,7,5,17,16,2,1,0,287,109,49,15,38,42,0.286,4.61,0,4,4,0,431,0,56,3,5,9 +baldwja01,2001,2,LAN,NL,3,6,12,12,0,0,0,238,82,37,10,25,53,0.274,4.20,1,3,3,0,333,0,39,4,2,8 +balejo01,2001,1,BAL,AL,1,0,14,0,0,0,0,80,18,9,2,17,21,0.194,3.04,0,1,1,0,113,3,14,0,2,2 +balfogr01,2001,1,MIN,AL,0,0,2,0,0,0,0,8,3,4,2,3,2,0.333,13.50,0,0,0,0,14,1,4,1,1,0 +bankswi01,2001,1,BOS,AL,0,0,5,0,0,0,0,32,5,1,0,4,10,0.132,0.84,0,1,0,1,42,1,4,0,0,0 +barcelo01,2001,1,CHA,AL,1,0,17,0,0,0,0,63,24,11,1,8,15,0.282,4.71,2,1,1,0,96,3,13,1,1,0 +batismi01,2001,1,ARI,NL,11,8,48,18,0,0,0,418,113,52,13,60,90,0.226,3.36,2,6,10,0,581,6,57,9,3,15 +bauerri01,2001,1,BAL,AL,0,5,6,6,0,0,0,99,35,17,7,9,16,0.265,4.64,0,0,1,0,143,0,22,0,1,3 +beckejo02,2001,1,FLO,NL,2,2,4,4,0,0,0,72,14,4,3,11,24,0.161,1.50,0,1,1,0,99,0,9,0,0,0 +beckro01,2001,1,BOS,AL,6,4,68,0,0,0,6,242,77,35,15,28,63,0.252,3.90,6,5,3,1,342,28,42,3,2,5 +beimejo01,2001,1,PIT,NL,7,11,42,15,0,0,0,346,131,67,12,49,58,0.290,5.23,4,3,6,0,511,9,72,3,1,18 +beirnke01,2001,1,TOR,AL,0,0,5,0,0,0,0,21,13,10,1,6,5,0.394,12.86,1,0,0,0,40,2,10,1,0,0 +belitto01,2001,1,COL,NL,1,1,8,0,0,0,0,28,9,8,2,3,5,0.250,7.71,0,0,0,0,40,3,8,1,0,0 +bellro01,2001,1,CIN,NL,0,5,9,9,0,0,0,133,46,27,9,17,33,0.275,5.48,1,1,3,0,188,0,28,0,1,4 +bellro01,2001,2,TEX,AL,5,5,18,18,0,0,0,316,130,84,23,47,64,0.310,7.18,0,8,4,0,482,0,87,3,8,12 +benesal01,2001,1,SLN,NL,2,0,9,1,0,0,0,44,14,12,5,12,10,0.250,7.36,0,0,0,0,68,4,12,0,0,2 +benesan01,2001,1,SLN,NL,7,7,27,19,0,0,0,322,122,88,30,61,78,0.286,7.38,0,1,6,0,500,3,92,3,4,7 +benitar01,2001,1,NYN,NL,6,4,73,0,0,0,43,229,59,32,12,40,93,0.214,3.77,6,5,1,0,320,64,32,2,1,6 +benoijo01,2001,1,TEX,AL,0,0,1,1,0,0,0,15,8,6,3,3,4,0.364,10.80,0,0,0,0,26,0,6,0,1,0 +bereja01,2001,1,CHN,NL,11,11,32,32,2,0,0,564,171,90,24,77,175,0.241,4.31,7,6,1,0,801,0,99,7,6,12 +bernead01,2001,1,DET,AL,0,0,5,0,0,0,0,37,13,10,4,4,8,0.260,7.30,0,1,1,0,56,4,13,0,1,0 +biddlro01,2001,1,CHA,AL,7,8,30,21,0,0,0,386,137,77,16,52,85,0.272,5.39,3,6,8,0,571,1,87,4,3,7 +bierbni01,2001,1,ARI,NL,2,2,5,5,0,0,0,69,29,21,6,12,17,0.305,8.22,0,0,0,0,108,0,21,0,1,1 +bierbni01,2001,2,TBA,AL,3,4,11,11,0,0,0,184,71,31,11,27,56,0.285,4.55,1,3,4,0,281,0,38,0,1,5 +blairwi01,2001,1,DET,AL,1,4,9,4,0,0,0,72,38,28,3,11,15,0.369,10.50,3,0,3,1,121,1,30,2,2,1 +blankma01,2001,1,MON,NL,2,2,5,4,0,0,0,68,23,13,5,13,11,0.267,5.16,1,0,2,0,104,0,14,1,2,2 +boehrbr01,2001,1,NYA,AL,0,1,22,0,0,0,1,104,35,12,3,12,33,0.255,3.12,0,0,3,0,155,8,15,1,2,1 +boehrbr01,2001,2,SFN,NL,0,3,29,0,0,0,1,103,32,16,4,17,27,0.239,4.19,5,0,2,0,156,9,20,1,2,0 +bohanbr01,2001,1,COL,NL,5,8,20,19,0,0,0,291,127,77,20,47,47,0.323,7.14,3,2,7,0,456,0,79,8,1,10 +bonesri01,2001,1,FLO,NL,4,4,61,0,0,0,0,192,71,36,7,33,41,0.286,5.06,9,0,3,0,288,19,39,2,2,14 +bonilbo01,2001,1,SLN,NL,0,0,1,0,0,0,0,3,3,2,1,1,0,0.600,18.00,0,0,0,1,6,1,2,0,0,1 +borbope02,2001,1,TOR,AL,2,4,71,0,0,0,0,160,48,22,8,12,45,0.244,3.71,3,0,4,0,217,14,24,2,2,5 +borkoda01,2001,1,DET,AL,0,2,15,0,0,0,0,89,30,21,5,15,30,0.261,6.37,3,0,3,0,135,7,21,0,2,1 +borlato02,2001,1,ANA,AL,0,1,2,0,0,0,0,10,8,4,1,1,0,0.471,10.80,0,0,0,0,19,1,5,1,0,0 +borowjo01,2001,1,CHN,NL,0,1,1,1,0,0,0,5,6,6,1,3,1,0.667,32.40,0,0,0,0,13,0,6,1,0,0 +bottari01,2001,1,PHI,NL,3,4,66,0,0,0,3,201,58,29,11,25,57,0.241,3.90,2,5,4,0,281,18,31,7,4,3 +botteke01,2001,1,HOU,NL,2,5,13,9,0,0,1,156,61,37,16,16,39,0.288,6.40,0,1,2,0,235,1,44,1,4,2 +bowlebr01,2001,1,TOR,AL,0,0,2,0,0,0,0,11,4,0,0,1,4,0.286,0.00,0,1,0,0,15,0,0,0,0,1 +bradfch01,2001,1,OAK,AL,2,1,35,0,0,0,1,110,41,11,6,6,34,0.281,2.70,0,0,1,0,154,19,12,1,0,4 +brantje01,2001,1,TEX,AL,0,1,18,0,0,0,0,63,26,12,5,9,11,0.310,5.14,1,1,0,0,94,7,12,0,1,4 +breale01,2001,1,BAL,AL,0,0,2,0,0,0,0,6,6,4,2,3,0,0.545,18.00,0,0,0,0,14,0,4,0,0,1 +brockch01,2001,1,PHI,NL,3,0,24,0,0,0,0,98,35,15,6,15,26,0.276,4.13,2,2,2,0,147,6,16,2,1,1 +brohatr01,2001,1,ARI,NL,2,3,59,0,0,0,1,148,55,27,5,23,30,0.289,4.93,2,2,1,0,220,10,27,2,4,5 +broweji01,2001,1,CIN,NL,7,10,46,10,0,0,1,388,119,57,17,60,94,0.247,3.97,5,5,5,1,559,13,65,9,3,10 +brownke01,2001,1,LAN,NL,10,4,20,19,1,0,0,347,94,34,8,38,104,0.224,2.65,2,3,2,1,465,0,41,5,0,15 +buddimi01,2001,1,MIL,NL,0,1,31,0,0,0,2,125,34,18,2,17,22,0.225,3.89,2,3,4,0,174,7,20,0,2,3 +buehrma01,2001,1,CHA,AL,16,8,32,32,4,2,0,664,188,81,24,48,126,0.230,3.29,2,1,8,5,885,0,89,9,4,23 +burbada01,2001,1,CLE,AL,10,10,32,27,1,0,0,452,188,104,16,54,118,0.306,6.21,2,6,3,0,684,4,112,5,7,7 +burkejo03,2001,1,ATL,NL,12,12,34,34,1,1,0,658,187,74,17,70,187,0.230,3.04,13,5,6,1,902,0,83,6,7,12 +burneaj01,2001,1,FLO,NL,11,12,27,27,2,1,0,520,145,78,20,83,128,0.231,4.05,3,7,7,1,733,0,82,6,8,15 +byrdpa01,2001,1,PHI,NL,0,1,3,1,0,0,0,30,10,9,1,4,3,0.278,8.10,0,1,1,0,45,1,9,2,2,1 +byrdpa01,2001,2,KCA,AL,6,6,16,15,1,0,0,280,110,42,11,22,49,0.298,4.05,1,1,1,0,399,0,45,2,4,10 +cabrejo01,2001,1,ATL,NL,7,4,55,0,0,0,2,178,52,19,5,25,43,0.239,2.88,4,3,2,1,253,23,24,2,6,3 +callami01,2001,1,TBA,AL,0,0,2,0,0,0,0,15,3,4,2,2,2,0.167,7.20,0,0,0,0,20,2,4,0,0,0 +carpech01,2001,1,TOR,AL,11,11,34,34,3,2,0,647,229,98,29,75,157,0.274,4.09,5,5,16,0,930,0,112,3,1,25 +carragi01,2001,1,LAN,NL,6,1,47,3,0,0,0,256,73,30,12,24,70,0.231,3.16,3,0,1,0,348,2,30,6,1,7 +carrahe01,2001,1,MIN,AL,4,3,56,0,0,0,1,221,77,38,8,30,70,0.277,4.64,3,7,0,1,317,12,40,6,3,5 +castica02,2001,1,BOS,AL,0,0,2,0,0,0,0,9,3,2,1,0,0,0.273,6.00,0,0,0,0,12,1,2,0,1,0 +castifr01,2001,1,BOS,AL,10,9,26,26,0,0,0,410,138,64,14,35,89,0.260,4.21,2,3,5,1,580,0,72,3,6,3 +chacosh01,2001,1,COL,NL,6,10,27,27,0,0,0,480,157,90,26,87,134,0.260,5.06,10,6,10,0,711,0,96,6,3,14 +charlno01,2001,1,SEA,AL,4,2,44,0,0,0,1,143,36,16,4,11,48,0.212,3.02,0,4,4,0,189,10,19,3,1,3 +chenbr01,2001,1,PHI,NL,4,5,16,16,0,0,0,259,90,48,19,31,79,0.262,5.00,4,2,1,0,381,0,53,2,4,2 +chenbr01,2001,2,NYN,NL,3,2,11,11,0,0,0,179,56,31,10,28,47,0.255,4.68,0,3,0,0,253,0,37,2,3,4 +chiassc01,2001,1,CHN,NL,1,1,6,0,0,0,0,20,5,2,2,2,6,0.200,2.70,0,1,1,0,28,3,2,0,0,0 +choatra01,2001,1,NYA,AL,3,1,37,0,0,0,0,145,34,18,0,27,35,0.202,3.35,2,3,9,0,207,13,21,2,1,5 +chouibo01,2001,1,COL,NL,0,0,8,0,0,0,0,23,10,7,4,1,5,0.303,8.22,1,0,0,0,34,5,7,0,0,0 +chrisja01,2001,1,SLN,NL,1,1,30,0,0,0,3,58,15,10,4,10,19,0.211,4.66,1,0,1,0,83,8,10,0,1,0 +chrisja01,2001,2,SFN,NL,1,0,25,0,0,0,0,51,14,3,1,5,12,0.241,1.59,0,4,0,0,66,3,3,1,2,3 +christi01,2001,1,COL,NL,0,0,1,0,0,0,0,6,1,1,1,0,2,0.143,4.50,0,0,0,0,7,1,1,0,0,0 +clemema01,2001,1,FLO,NL,9,10,31,31,0,0,0,508,172,95,15,85,134,0.267,5.05,2,15,15,0,760,0,102,14,3,14 +clemero02,2001,1,NYA,AL,20,3,33,33,0,0,0,661,205,86,19,72,213,0.246,3.51,1,14,5,0,918,0,94,4,4,21 +cocopa01,2001,1,TOR,AL,1,0,7,1,0,0,0,43,12,7,0,6,9,0.226,4.40,0,0,2,0,63,3,8,1,1,0 +coganto01,2001,1,KCA,AL,0,4,39,0,0,0,0,74,32,16,7,13,17,0.320,5.84,0,1,5,0,119,7,17,0,1,6 +coggida01,2001,1,PHI,NL,6,7,17,17,0,0,0,285,99,44,7,39,62,0.272,4.17,6,3,5,0,415,0,46,4,3,10 +colomje01,2001,1,TBA,AL,2,3,30,0,0,0,0,146,37,18,8,25,31,0.208,3.33,4,2,2,0,209,9,22,2,2,3 +colonba01,2001,1,CLE,AL,14,12,34,34,1,0,0,667,220,101,26,90,201,0.261,4.09,2,4,2,1,947,0,106,8,4,22 +coneda01,2001,1,BOS,AL,9,7,25,25,0,0,0,407,148,65,17,57,115,0.275,4.31,4,9,10,0,614,0,74,2,6,9 +cookde01,2001,1,NYN,NL,1,1,43,0,0,0,0,108,28,17,6,10,34,0.207,4.25,1,3,1,1,148,11,18,1,1,0 +cookde01,2001,2,PHI,NL,0,0,19,0,0,0,0,29,15,6,2,4,4,0.385,5.59,2,0,1,0,46,3,6,2,0,1 +coopebr01,2001,1,ANA,AL,0,1,7,1,0,0,0,41,10,4,2,4,7,0.200,2.63,0,0,0,0,55,5,5,0,1,0 +coppiro01,2001,1,MIL,NL,1,0,8,3,0,0,0,68,24,17,5,15,15,0.282,6.75,0,2,1,0,104,2,17,2,1,1 +cordefr01,2001,1,TEX,AL,0,1,3,0,0,0,0,7,3,1,0,2,1,0.300,3.86,1,1,0,0,12,2,1,0,0,0 +coreyma02,2001,1,NYN,NL,0,0,2,0,0,0,0,5,5,3,0,3,3,0.500,16.20,1,0,0,0,13,0,3,0,0,0 +cormirh01,2001,1,PHI,NL,5,6,60,0,0,0,1,154,49,24,5,17,37,0.247,4.21,4,1,4,0,222,16,26,3,0,5 +cornena01,2001,1,DET,AL,4,4,10,10,0,0,0,128,63,35,10,28,22,0.344,7.38,4,1,3,0,217,0,38,2,0,6 +crabtti01,2001,1,TEX,AL,0,5,21,0,0,0,4,70,37,17,3,14,16,0.385,6.56,2,3,1,0,117,14,18,3,3,6 +crawfpa02,2001,1,BOS,AL,3,0,8,7,0,0,0,108,40,19,3,13,25,0.276,4.75,0,2,2,0,161,1,19,0,1,2 +creekdo01,2001,1,TBA,AL,2,5,66,0,0,0,0,188,51,30,7,49,66,0.230,4.31,5,4,4,0,279,16,34,1,3,8 +cressja01,2001,1,MIN,AL,3,2,44,0,0,0,0,169,50,23,6,16,40,0.237,3.67,0,2,1,0,232,9,24,2,2,6 +cruzju02,2001,1,CHN,NL,3,1,8,8,0,0,0,134,40,16,4,17,39,0.244,3.22,1,0,2,0,185,0,16,2,0,3 +cruzne01,2001,1,HOU,NL,3,3,66,0,0,0,2,247,72,38,11,24,75,0.237,4.15,4,0,9,1,342,16,41,3,2,7 +cubilda01,2001,1,MON,NL,0,0,29,0,0,0,0,79,31,12,1,12,19,0.295,4.10,1,1,0,0,121,11,13,1,3,1 +cunnawi01,2001,1,MIL,NL,0,3,31,1,0,0,0,155,66,31,6,22,37,0.320,5.40,6,0,2,0,238,6,34,7,1,5 +daalom01,2001,1,PHI,NL,13,7,32,32,0,0,0,557,199,92,26,56,107,0.273,4.46,3,0,5,3,801,0,100,7,5,22 +damicje01,2001,1,MIL,NL,2,4,10,10,0,0,0,142,60,32,11,16,32,0.306,6.08,4,2,1,0,216,0,42,2,1,3 +darenvi01,2001,1,FLO,NL,1,2,58,0,0,0,1,146,52,23,4,10,33,0.277,4.25,6,0,1,0,202,19,24,1,2,7 +davenjo01,2001,1,COL,NL,0,0,7,0,0,0,0,31,8,4,1,7,8,0.222,3.48,0,0,0,0,44,3,7,1,0,3 +daveyto01,2001,1,SDN,NL,2,4,39,0,0,0,0,114,41,19,3,17,37,0.272,4.50,3,3,1,1,169,8,22,0,0,3 +davisdo02,2001,1,TEX,AL,11,10,30,30,1,0,0,558,220,92,14,69,115,0.295,4.45,1,7,3,2,828,0,103,4,6,17 +daviska01,2001,1,COL,NL,2,4,57,0,0,0,0,205,66,33,11,32,47,0.252,4.35,4,4,1,0,301,6,36,2,4,6 +davisla01,2001,1,CIN,NL,8,4,20,20,1,0,0,319,124,56,12,34,53,0.294,4.74,0,2,1,0,461,0,60,4,0,11 +dejeami01,2001,1,MIL,NL,4,2,75,0,0,0,2,253,75,26,4,39,68,0.236,2.77,7,8,9,0,371,19,31,1,4,9 +delosva01,2001,1,MIL,NL,0,0,1,0,0,0,0,3,1,1,0,1,1,0.250,9.00,0,0,0,0,5,0,1,0,0,0 +dempsry01,2001,1,FLO,NL,15,12,34,34,2,1,0,634,218,116,21,112,171,0.269,4.94,5,5,10,0,954,0,123,15,7,21 +desseel01,2001,1,CIN,NL,10,14,34,34,1,1,0,615,221,102,32,56,128,0.279,4.48,1,4,1,1,862,0,103,7,7,15 +dewitma01,2001,1,TOR,AL,0,2,16,0,0,0,0,57,22,8,2,10,13,0.293,3.79,5,2,1,0,87,9,8,1,0,2 +dickera01,2001,1,TEX,AL,0,1,4,0,0,0,0,36,13,9,3,7,4,0.283,6.75,1,1,0,0,53,1,9,0,0,0 +dingmcr01,2001,1,COL,NL,0,0,7,0,0,0,1,22,11,11,4,3,2,0.355,13.50,2,0,2,0,37,4,11,1,0,0 +donnech01,2001,1,LAN,NL,0,0,1,0,0,0,0,1,0,0,0,0,0,0.000,0.00,0,0,0,0,1,1,0,0,0,0 +doteloc01,2001,1,HOU,NL,7,5,61,4,0,0,2,315,79,31,5,47,145,0.205,2.66,2,4,2,0,438,20,35,2,2,5 +douglse01,2001,1,BAL,AL,2,1,4,4,0,0,0,61,21,12,3,11,17,0.259,5.31,0,1,1,1,94,0,12,0,1,0 +dreifda01,2001,1,LAN,NL,4,7,16,16,0,0,0,284,89,54,11,47,91,0.251,5.13,0,10,6,0,416,0,62,7,1,10 +dresery01,2001,1,CLE,AL,1,2,9,4,0,0,0,110,32,14,2,15,24,0.242,3.44,2,0,1,0,149,2,15,1,0,5 +drewti01,2001,1,CLE,AL,0,2,8,6,0,0,0,105,51,31,9,16,15,0.340,7.97,0,5,4,0,173,0,39,1,2,5 +duchsju01,2001,1,TEX,AL,1,1,5,2,0,0,0,44,24,20,5,4,11,0.353,12.27,0,1,4,0,76,1,20,0,0,0 +duckwbr01,2001,1,PHI,NL,3,2,11,11,0,0,0,207,57,27,2,29,40,0.234,3.52,5,2,6,0,289,0,29,7,3,8 +duncaco01,2001,1,CHN,NL,3,3,36,0,0,0,0,128,42,24,5,25,49,0.259,5.06,3,2,2,0,193,15,24,1,3,2 +durbich01,2001,1,KCA,AL,9,16,29,29,2,0,0,537,201,98,26,58,95,0.288,4.93,0,6,11,0,777,0,109,2,7,23 +duvalmi01,2001,1,MIN,AL,0,0,8,0,0,0,0,14,7,4,1,2,4,0.368,7.71,0,1,0,0,22,0,4,0,1,0 +eatonad01,2001,1,SDN,NL,8,5,17,17,2,0,0,350,108,56,20,40,109,0.241,4.32,3,3,5,0,499,0,61,3,2,5 +eischjo01,2001,1,MON,NL,0,1,24,0,0,0,0,89,29,16,4,16,19,0.257,4.85,1,1,1,0,131,7,17,1,0,3 +elartsc01,2001,1,HOU,NL,4,8,20,20,0,0,0,329,126,87,26,49,76,0.290,7.14,1,5,6,0,499,0,88,7,2,4 +elartsc01,2001,2,COL,NL,0,2,4,4,0,0,0,69,20,17,8,10,11,0.233,6.65,1,0,0,0,96,0,17,0,0,1 +eldreca01,2001,1,CHA,AL,0,1,2,2,0,0,0,18,12,9,1,3,6,0.429,13.50,1,0,3,0,34,0,9,0,0,0 +ellisro02,2001,1,ARI,NL,6,5,19,17,0,0,0,276,106,59,12,34,41,0.293,5.77,2,3,4,2,413,1,61,6,7,7 +embreal01,2001,1,SFN,NL,0,2,22,0,0,0,0,60,34,25,7,10,25,0.374,11.25,2,1,2,0,106,7,26,0,3,0 +embreal01,2001,2,CHA,AL,1,2,39,0,0,0,0,102,31,19,7,7,34,0.242,5.03,0,2,1,0,139,10,21,0,3,1 +erdosto01,2001,1,BOS,AL,0,0,10,0,0,0,0,49,15,9,2,8,7,0.263,4.96,1,0,3,0,71,3,9,0,3,2 +escobke01,2001,1,TOR,AL,6,8,59,11,1,1,0,378,93,49,8,52,121,0.204,3.50,5,2,3,0,517,15,51,2,5,7 +estessh01,2001,1,SFN,NL,9,8,27,27,0,0,0,477,151,71,11,77,109,0.253,4.02,7,10,5,2,693,0,78,5,9,19 +estraho01,2001,1,COL,NL,1,1,4,0,0,0,0,13,8,7,1,1,4,0.400,14.54,0,0,1,0,22,2,7,0,0,0 +eyresc01,2001,1,TOR,AL,1,2,17,0,0,0,2,47,15,6,1,7,16,0.263,3.45,2,2,1,0,66,5,6,0,1,0 +farnsky01,2001,1,CHN,NL,4,6,76,0,0,0,2,246,65,25,8,29,107,0.213,2.74,2,2,1,2,339,24,26,2,2,0 +fasseje01,2001,1,CHN,NL,4,4,82,0,0,0,12,221,66,28,6,23,79,0.235,3.42,5,3,1,0,308,30,31,1,2,8 +fernaja01,2001,1,CIN,NL,0,1,5,2,0,0,0,37,13,6,1,6,5,0.265,4.38,0,1,2,0,57,2,9,0,0,0 +fernaos01,2001,1,CIN,NL,5,6,20,14,0,0,0,238,103,61,8,33,35,0.316,6.92,3,0,0,0,366,2,62,4,3,11 +fettemi01,2001,1,LAN,NL,2,1,34,0,0,0,1,89,33,20,6,13,26,0.273,6.07,0,6,1,0,139,7,23,1,3,1 +fettemi01,2001,2,PIT,NL,1,1,20,0,0,0,8,53,16,9,1,13,11,0.235,4.58,1,1,3,0,84,14,9,0,0,1 +figuene01,2001,1,PHI,NL,4,5,19,13,0,0,0,267,95,39,8,37,61,0.275,3.94,3,2,7,0,393,1,40,4,0,8 +fikacje01,2001,1,SDN,NL,2,0,23,0,0,0,0,79,15,4,2,5,19,0.165,1.37,1,0,1,0,99,5,6,2,0,2 +filebo01,2001,1,TOR,AL,5,3,60,0,0,0,0,223,57,27,6,29,38,0.220,3.27,8,2,7,0,299,18,28,3,1,13 +finlech01,2001,1,CLE,AL,8,7,22,22,1,0,0,341,131,70,14,35,96,0.291,5.54,0,1,2,0,495,0,78,2,5,12 +finlest01,2001,1,ARI,NL,0,0,1,0,0,0,0,3,0,0,0,1,0,0.000,0.00,0,0,1,0,4,1,0,0,0,1 +fioreto01,2001,1,TBA,AL,0,0,3,0,0,0,0,10,4,2,0,1,3,0.308,5.40,0,1,1,0,15,3,2,0,0,1 +fioreto01,2001,2,MIN,AL,0,1,4,0,0,0,0,19,5,4,0,2,5,0.208,5.68,0,0,0,0,26,2,4,0,0,0 +floribr01,2001,1,BOS,AL,0,1,7,0,0,0,0,26,12,11,1,7,7,0.316,11.42,3,0,0,0,45,1,11,0,0,1 +foggjo01,2001,1,CHA,AL,0,0,11,0,0,0,0,40,10,3,0,3,17,0.208,2.03,1,0,1,0,53,4,3,0,1,0 +fossuca01,2001,1,BOS,AL,3,2,13,7,0,0,0,133,44,24,4,20,26,0.259,4.87,1,1,6,1,197,3,26,0,1,5 +fosteke01,2001,1,TEX,AL,0,1,9,0,0,0,0,53,21,13,2,10,16,0.309,6.62,0,1,3,0,82,3,14,0,1,3 +fostekr01,2001,1,BAL,AL,0,0,7,0,0,0,0,30,9,3,1,8,8,0.231,2.70,0,0,0,0,47,0,4,0,0,1 +foulkke01,2001,1,CHA,AL,4,9,72,0,0,0,42,243,57,21,3,22,75,0.199,2.33,1,1,8,0,322,69,21,4,1,9 +foxch02,2001,1,MIL,NL,5,2,65,0,0,0,2,200,44,14,6,36,80,0.181,1.89,7,5,5,1,287,9,16,2,1,1 +francjo01,2001,1,NYN,NL,6,2,58,0,0,0,2,160,55,24,8,19,50,0.264,4.05,2,4,2,1,232,16,25,2,1,4 +frankry01,2001,1,SEA,AL,5,1,38,0,0,0,0,235,76,31,13,24,60,0.250,3.56,4,2,4,0,335,14,32,1,2,5 +frankwa01,2001,1,HOU,NL,0,0,11,0,0,0,0,36,17,9,4,9,9,0.333,6.75,0,0,0,0,60,3,9,0,0,2 +frascjo01,2001,1,TOR,AL,1,0,12,0,0,0,0,49,16,4,4,4,9,0.246,2.20,1,0,0,0,69,2,4,0,0,1 +fuentbr01,2001,1,SEA,AL,1,1,10,0,0,0,0,35,6,6,2,8,10,0.171,4.63,0,1,3,0,47,3,6,0,1,4 +fultzaa01,2001,1,SFN,NL,3,1,66,0,0,0,1,213,70,36,9,21,67,0.259,4.56,3,1,1,0,300,17,40,3,4,8 +fyhrimi01,2001,1,CHN,NL,0,2,15,0,0,0,0,45,16,7,1,7,6,0.281,4.20,0,0,0,0,64,4,7,0,0,2 +fyhrimi01,2001,2,OAK,AL,0,0,3,0,0,0,0,15,2,0,0,1,5,0.125,0.00,0,0,0,0,17,1,0,0,0,1 +gagneer01,2001,1,LAN,NL,6,7,33,24,0,0,0,455,144,80,24,46,130,0.251,4.75,1,3,16,1,649,3,90,6,8,9 +gandagu01,2001,1,MIL,NL,0,0,16,0,0,0,0,59,25,12,2,10,7,0.321,5.49,3,1,0,0,91,6,13,3,0,2 +garceri01,2001,1,BOS,AL,6,1,62,0,0,0,1,201,55,29,6,25,51,0.219,3.90,1,2,4,1,284,5,32,3,1,3 +garcifr02,2001,1,SEA,AL,18,6,34,34,4,3,0,716,199,81,16,69,163,0.225,3.05,6,3,5,1,971,0,88,8,5,23 +gardnma01,2001,1,SFN,NL,5,5,23,15,0,0,0,275,93,55,17,34,53,0.263,5.40,3,0,3,0,398,2,57,4,4,2 +garlajo01,2001,1,CHA,AL,6,7,35,16,0,0,1,351,123,48,16,55,61,0.277,3.69,2,3,4,0,510,8,59,2,5,20 +georgch02,2001,1,KCA,AL,4,8,13,13,1,0,0,222,83,46,14,18,32,0.288,5.59,0,3,0,2,313,0,48,3,4,6 +gintema01,2001,1,CHA,AL,1,0,20,0,0,0,0,119,34,23,2,14,24,0.238,5.22,2,2,7,0,167,7,23,0,3,3 +glavito02,2001,1,ATL,NL,16,7,35,35,1,1,0,658,213,87,24,97,116,0.261,3.57,10,2,2,0,929,0,92,5,8,24 +glovega01,2001,1,CHA,AL,5,5,46,11,0,0,0,301,98,55,16,32,63,0.252,4.93,3,4,4,0,429,10,61,2,2,6 +glynnry01,2001,1,TEX,AL,1,5,12,9,0,0,0,138,59,36,7,26,15,0.309,7.04,1,5,0,0,219,3,38,0,2,3 +gomeswa01,2001,1,PHI,NL,4,3,42,0,0,0,1,144,51,23,4,22,35,0.276,4.31,4,2,1,0,215,12,23,4,3,2 +gomeswa01,2001,2,SFN,NL,2,0,13,0,0,0,0,45,21,14,3,7,17,0.350,8.40,2,2,0,0,70,4,14,2,1,0 +gonzadi01,2001,1,NYN,NL,3,2,16,7,0,0,0,177,72,32,4,17,31,0.306,4.88,3,5,1,0,261,2,33,2,6,6 +gordoto01,2001,1,CHN,NL,1,2,47,0,0,0,27,136,32,17,4,16,67,0.188,3.38,1,2,1,0,187,40,18,0,0,2 +graveda01,2001,1,CIN,NL,6,5,66,0,0,0,32,241,83,37,7,18,49,0.268,4.15,6,2,4,1,337,54,41,3,2,10 +greenst01,2001,1,ANA,AL,0,0,1,1,0,0,0,18,4,2,0,6,4,0.190,3.00,0,2,0,0,27,0,2,0,0,1 +grillja01,2001,1,FLO,NL,2,2,6,5,0,0,0,80,30,18,6,11,17,0.297,6.08,0,0,2,0,115,1,18,1,0,5 +grimsja01,2001,1,KCA,AL,1,5,73,0,0,0,0,241,71,27,8,28,61,0.241,3.02,5,4,2,0,327,24,32,2,1,15 +groombu01,2001,1,BAL,AL,1,4,70,0,0,0,11,198,64,26,4,9,54,0.252,3.55,0,2,1,0,265,35,28,0,1,8 +guarded01,2001,1,MIN,AL,7,1,67,0,0,0,12,200,47,26,5,23,67,0.197,3.51,4,4,1,0,270,26,27,5,3,0 +guthrma01,2001,1,OAK,AL,6,2,54,0,0,0,1,157,49,26,7,20,52,0.249,4.47,1,3,4,0,225,11,29,1,3,5 +guzmage01,2001,1,ARI,NL,0,0,4,0,0,0,0,28,7,3,2,3,4,0.206,2.89,1,0,0,0,37,0,4,0,0,1 +hackmlu01,2001,1,SLN,NL,1,2,35,0,0,0,1,107,28,17,7,14,24,0.212,4.29,0,1,2,1,149,8,18,1,0,5 +halamjo01,2001,1,SEA,AL,10,7,31,17,0,0,0,331,132,58,18,26,50,0.296,4.73,0,2,6,0,485,6,69,3,4,11 +hallaro01,2001,1,TOR,AL,5,3,17,16,1,1,0,316,97,37,3,25,96,0.241,3.16,0,4,1,1,432,0,41,3,1,7 +hamiljo02,2001,1,TOR,AL,5,8,22,22,0,0,0,367,170,80,17,38,82,0.339,5.89,1,5,3,0,554,0,88,4,8,19 +hamiljo02,2001,2,CIN,NL,1,2,4,4,0,0,0,52,23,12,3,6,10,0.329,6.23,0,0,1,0,79,0,12,2,0,2 +hamptmi01,2001,1,COL,NL,14,13,32,32,2,1,0,609,236,122,31,85,122,0.296,5.41,7,6,8,0,904,0,138,8,6,29 +harnipe01,2001,1,CIN,NL,1,3,7,7,0,0,0,106,48,25,9,17,17,0.318,6.37,0,2,1,0,172,0,29,0,3,0 +harpetr01,2001,1,TBA,AL,0,2,2,2,0,0,0,21,15,6,5,3,2,0.455,7.71,0,1,0,0,36,0,11,0,0,2 +harvich01,2001,1,OAK,AL,0,0,3,0,0,0,0,9,2,0,0,0,2,0.182,0.00,0,1,0,0,11,1,0,0,0,0 +hasegsh01,2001,1,ANA,AL,5,6,46,0,0,0,0,167,52,25,5,20,41,0.248,4.04,5,2,2,0,235,10,28,1,2,7 +hawkila01,2001,1,MIN,AL,1,5,62,0,0,0,28,154,59,34,3,39,36,0.291,5.96,3,7,1,0,248,51,34,1,4,5 +hayneji01,2001,1,MIL,NL,8,17,31,29,0,0,0,518,182,93,20,78,112,0.279,4.85,17,8,4,0,756,0,98,14,7,18 +helliri01,2001,1,TEX,AL,12,11,34,34,2,1,0,647,256,124,38,63,154,0.297,5.17,2,6,4,0,941,0,134,3,10,17 +henrydo01,2001,1,KCA,AL,2,2,53,0,0,0,0,227,75,51,14,45,57,0.262,6.07,2,5,3,0,342,20,53,5,3,9 +hentgpa01,2001,1,BAL,AL,2,3,9,9,1,0,0,187,51,24,7,19,33,0.221,3.47,3,1,0,0,252,0,25,1,1,3 +heredfe01,2001,1,CHN,NL,2,2,48,0,0,0,0,105,45,24,6,16,28,0.315,6.17,1,3,2,0,165,9,27,1,3,2 +heredgi01,2001,1,OAK,AL,7,8,24,18,0,0,0,329,144,68,27,29,48,0.316,5.58,3,1,2,0,493,2,75,3,4,9 +hergema01,2001,1,LAN,NL,9,8,75,0,0,0,1,298,97,38,8,46,76,0.259,3.44,12,2,8,0,435,22,39,4,3,4 +hermadu01,2001,1,SLN,NL,14,13,33,33,0,0,0,577,195,95,34,73,123,0.264,4.45,3,6,8,0,830,0,106,7,2,15 +hernaad01,2001,1,NYA,AL,0,3,6,3,0,0,0,66,15,9,7,10,10,0.190,3.68,1,4,2,0,91,1,10,0,0,2 +hernaca03,2001,1,HOU,NL,1,0,3,3,0,0,0,53,11,2,1,7,17,0.177,1.02,0,2,0,0,70,0,2,1,0,1 +hernali01,2001,1,SFN,NL,13,15,34,34,2,0,0,680,266,132,24,85,138,0.297,5.24,7,7,3,0,1008,0,143,12,12,22 +hernaor01,2001,1,NYA,AL,4,7,17,16,0,0,0,284,90,51,19,42,77,0.248,4.85,1,0,5,0,414,0,51,2,2,1 +hernaro01,2001,1,KCA,AL,5,6,63,0,0,0,28,203,69,31,7,26,46,0.266,4.12,3,6,1,0,287,55,34,1,0,11 +herndju01,2001,1,SDN,NL,2,6,12,8,0,0,0,128,55,30,5,25,14,0.322,6.33,5,1,3,0,201,2,34,2,0,8 +hiljuer01,2001,1,OAK,AL,5,0,16,11,0,0,0,198,70,25,7,21,67,0.263,3.41,1,2,0,1,290,3,29,2,1,0 +hillke01,2001,1,TBA,AL,0,1,5,0,0,0,0,22,10,10,4,5,2,0.333,12.27,2,2,1,0,38,1,11,2,0,1 +hinchbr01,2001,1,NYN,NL,0,1,1,1,0,0,0,6,9,8,2,1,2,0.643,36.00,0,0,1,0,17,0,8,1,0,0 +hitchst01,2001,1,SDN,NL,2,1,3,3,0,0,0,57,22,7,1,3,15,0.275,3.32,0,1,1,0,85,0,9,1,0,2 +hitchst01,2001,2,NYA,AL,4,4,10,9,1,0,0,154,67,37,5,18,28,0.315,6.49,0,2,2,1,238,0,37,1,4,2 +hoffmtr01,2001,1,SDN,NL,3,4,62,0,0,0,43,181,48,23,10,21,63,0.216,3.43,2,3,1,0,248,55,25,2,2,5 +holtch01,2001,1,DET,AL,7,9,30,22,1,0,0,454,197,97,18,57,80,0.319,5.77,5,3,8,0,695,3,102,8,5,16 +holtzmi01,2001,1,ANA,AL,1,2,63,0,0,0,0,111,40,20,5,15,38,0.274,4.86,4,5,2,0,167,11,24,3,1,2 +howrybo01,2001,1,CHA,AL,4,5,69,0,0,0,5,236,85,41,11,30,64,0.279,4.69,9,6,4,0,346,23,41,4,3,4 +hudsoti01,2001,1,OAK,AL,18,9,35,35,3,0,0,705,216,88,20,71,181,0.245,3.37,5,9,6,1,980,0,100,12,8,18 +hutchch01,2001,1,SLN,NL,0,0,3,0,0,0,0,12,9,11,3,6,2,0.450,24.75,0,1,1,0,27,0,11,0,0,1 +irabuhi01,2001,1,MON,NL,0,2,3,3,0,0,0,50,22,9,3,3,18,0.314,4.86,0,0,0,0,74,0,9,0,1,0 +isrinja01,2001,1,OAK,AL,4,3,65,0,0,0,34,214,54,21,5,23,74,0.203,2.65,5,2,0,0,293,54,24,3,1,3 +jacksmi02,2001,1,HOU,NL,5,3,67,0,0,0,4,207,68,36,14,22,46,0.260,4.70,3,2,2,0,292,16,36,4,2,3 +jamesmi01,2001,1,SLN,NL,1,2,40,0,0,0,0,114,43,22,5,17,26,0.293,5.21,2,3,5,0,173,11,24,3,1,7 +jarvike01,2001,1,SDN,NL,12,11,32,32,1,1,0,580,189,103,37,49,133,0.254,4.79,4,1,5,0,809,0,107,7,4,10 +jennija01,2001,1,COL,NL,4,1,7,7,1,1,0,118,42,20,2,19,26,0.276,4.58,0,1,1,0,174,0,21,1,1,5 +jensery01,2001,1,SFN,NL,1,2,10,7,0,0,0,127,44,20,5,25,26,0.268,4.25,0,2,4,0,193,2,21,0,0,3 +jimenjo01,2001,1,COL,NL,6,1,56,0,0,0,17,165,56,25,6,22,37,0.264,4.09,4,3,0,0,237,49,27,2,1,6 +jodiebr01,2001,1,NYA,AL,0,1,1,1,0,0,0,6,7,6,3,1,0,0.583,27.00,0,0,0,0,13,0,6,0,0,1 +jodiebr01,2001,2,SDN,NL,0,1,7,2,0,0,0,70,19,12,7,12,13,0.229,4.63,1,1,0,0,96,0,12,1,0,3 +johnsad01,2001,1,MIN,AL,1,2,7,4,0,0,0,75,32,23,6,13,17,0.323,8.28,0,1,5,0,119,0,25,1,1,0 +johnsja02,2001,1,BAL,AL,10,12,32,32,2,0,0,588,194,89,28,77,114,0.257,4.09,3,9,13,0,856,0,109,6,6,15 +johnsjo08,2001,1,TEX,AL,0,0,5,0,0,0,0,31,13,11,2,7,11,0.317,9.58,1,0,1,0,53,2,11,1,3,0 +johnsmi02,2001,1,MON,NL,0,0,10,0,0,0,0,34,13,6,3,4,10,0.295,4.76,0,2,2,0,50,0,6,0,0,2 +johnsra05,2001,1,ARI,NL,21,6,35,34,3,2,0,749,181,69,19,71,372,0.203,2.49,2,8,18,1,994,1,74,10,5,17 +jonesbo03,2001,1,SDN,NL,8,19,33,33,1,0,0,585,250,111,37,38,113,0.305,5.12,6,3,4,0,880,0,137,9,9,9 +jonesto02,2001,1,DET,AL,4,5,45,0,0,0,11,146,60,25,6,22,39,0.303,4.62,1,3,0,0,225,28,31,2,3,6 +jonesto02,2001,2,MIN,AL,1,0,24,0,0,0,2,58,27,7,3,7,15,0.333,3.26,0,0,0,0,89,8,8,1,0,3 +juddmi01,2001,1,TBA,AL,1,0,8,2,0,0,0,60,19,9,2,10,11,0.250,4.05,0,0,1,0,90,2,14,0,3,1 +juddmi01,2001,2,TEX,AL,0,1,4,1,0,0,0,27,15,8,2,5,5,0.357,8.00,0,1,0,0,47,1,10,0,0,1 +juliojo01,2001,1,BAL,AL,1,1,18,0,0,0,0,64,25,9,2,9,22,0.287,3.80,0,1,1,0,99,8,13,2,0,2 +karnuja01,2001,1,SLN,NL,0,0,4,0,0,0,0,15,6,1,1,4,1,0.316,1.80,0,0,1,0,24,1,1,0,0,2 +karsast01,2001,1,CLE,AL,0,1,31,0,0,0,1,130,29,6,1,8,44,0.188,1.25,2,2,0,0,166,8,6,3,1,1 +karsast01,2001,2,ATL,NL,3,4,43,0,0,0,7,134,44,17,4,17,39,0.265,3.43,8,1,1,0,190,21,21,3,3,4 +keislra01,2001,1,NYA,AL,1,2,10,10,0,0,0,152,52,35,12,34,36,0.259,6.22,0,0,0,0,236,0,36,0,1,2 +kennejo04,2001,1,TBA,AL,7,8,20,20,0,0,0,353,122,58,16,34,78,0.269,4.44,0,5,3,1,498,0,63,2,5,9 +kileda01,2001,1,SLN,NL,16,11,34,34,2,1,0,682,228,78,22,65,179,0.265,3.09,3,6,11,1,956,0,83,13,5,20 +kimby01,2001,1,ARI,NL,5,6,78,0,0,0,19,294,58,32,10,44,113,0.173,2.94,3,5,8,1,392,44,32,5,0,5 +kimsu01,2001,1,BOS,AL,0,2,20,2,0,0,0,125,54,27,1,21,27,0.312,5.83,5,5,4,0,201,7,27,3,0,3 +kingra01,2001,1,MIL,NL,0,4,82,0,0,0,1,165,49,22,5,25,49,0.241,3.60,7,2,1,0,234,19,22,3,2,5 +klinest02,2001,1,SLN,NL,3,3,89,0,0,0,9,225,53,15,3,29,54,0.203,1.80,7,1,4,0,303,26,16,4,5,10 +knighbr01,2001,1,NYA,AL,0,0,4,0,0,0,0,32,18,12,5,3,7,0.367,10.13,0,0,0,0,52,2,12,0,0,0 +knotter01,2001,1,ARI,NL,0,1,3,1,0,0,0,14,8,1,0,0,4,0.348,1.93,0,0,2,0,25,0,9,0,0,1 +knottga01,2001,1,FLO,NL,0,1,2,1,0,0,0,18,7,4,1,1,9,0.280,6.00,0,0,2,0,28,0,4,0,0,0 +kochbi01,2001,1,TOR,AL,2,5,69,0,0,0,36,208,69,37,7,33,55,0.265,4.80,7,5,6,0,308,56,39,5,4,8 +kohlmry01,2001,1,BAL,AL,1,2,34,1,0,0,6,122,48,33,13,19,29,0.291,7.30,2,2,2,0,188,21,33,2,0,2 +kolbbr01,2001,1,MIL,NL,0,0,10,0,0,0,0,29,16,14,6,8,8,0.372,13.03,0,1,0,0,53,3,16,0,2,0 +kolbda01,2001,1,TEX,AL,0,0,17,0,0,0,0,46,15,8,2,10,15,0.259,4.70,1,3,0,0,70,1,8,1,1,1 +koplomi01,2001,1,ARI,NL,0,1,9,0,0,0,0,30,8,4,1,9,14,0.211,3.60,1,1,2,0,50,1,7,1,0,0 +lakerti01,2001,1,CLE,AL,0,0,1,0,0,0,0,3,1,0,0,1,1,0.250,0.00,0,0,0,0,5,1,0,0,0,0 +lawrebr02,2001,1,SDN,NL,5,5,27,15,1,0,0,344,107,44,10,34,84,0.244,3.45,5,1,5,0,484,5,53,4,3,8 +leeda01,2001,1,SDN,NL,1,0,41,0,0,0,0,146,52,20,6,27,42,0.278,3.70,1,1,6,1,222,11,20,1,1,4 +leiteal01,2001,1,NYN,NL,11,11,29,29,0,0,0,562,178,69,18,46,142,0.252,3.31,3,5,4,2,772,0,81,9,6,17 +leitema01,2001,1,MIL,NL,2,1,20,3,0,0,0,108,32,15,6,8,26,0.232,3.75,2,3,2,0,149,3,16,1,0,2 +leskacu01,2001,1,MIL,NL,2,6,70,0,0,0,17,208,63,28,11,31,64,0.241,3.63,5,2,2,0,297,58,30,3,0,6 +levinal01,2001,1,ANA,AL,8,10,64,1,0,0,2,227,71,20,7,28,40,0.257,2.38,4,6,2,0,316,21,25,5,5,6 +levraal01,2001,1,MIL,NL,6,10,32,20,1,0,0,392,146,88,27,59,80,0.281,6.06,7,2,7,1,593,0,93,3,4,12 +lidleco01,2001,1,OAK,AL,13,6,29,29,1,0,0,564,170,75,23,47,118,0.242,3.59,7,5,10,0,762,0,84,2,1,14 +liebejo01,2001,1,CHN,NL,20,6,34,34,5,1,0,697,226,98,25,41,148,0.255,3.80,4,4,7,1,958,0,104,13,9,15 +ligteke01,2001,1,ATL,NL,3,3,53,0,0,0,1,179,50,20,4,30,56,0.226,3.02,8,3,0,0,254,24,22,1,2,4 +lillyte01,2001,1,NYA,AL,5,6,26,21,0,0,0,362,126,72,20,51,112,0.267,5.37,1,9,7,2,537,2,81,2,5,4 +limajo01,2001,1,HOU,NL,1,2,14,9,0,0,0,159,77,43,12,16,41,0.350,7.30,1,3,5,0,249,3,48,4,4,8 +limajo01,2001,2,DET,AL,5,10,18,18,2,0,0,338,120,59,23,22,43,0.274,4.71,2,1,4,0,470,0,66,1,5,13 +lincomi01,2001,1,PIT,NL,2,1,31,0,0,0,0,121,34,12,3,11,24,0.225,2.68,0,2,4,0,168,5,16,1,1,2 +linebsc01,2001,1,HOU,NL,0,0,9,0,0,0,0,31,6,3,0,6,9,0.176,2.61,0,1,2,0,44,2,4,1,1,1 +lirafe01,2001,1,MON,NL,0,0,4,0,0,0,0,15,11,7,1,2,3,0.440,12.60,0,0,0,0,28,1,7,1,0,0 +lloydgr01,2001,1,MON,NL,9,5,84,0,0,0,1,211,74,34,6,21,44,0.272,4.35,2,1,6,0,303,28,38,2,2,8 +loaizes01,2001,1,TOR,AL,11,11,36,30,1,1,0,570,239,106,27,40,110,0.307,5.02,1,1,9,1,837,1,113,6,4,18 +loeweca01,2001,1,SDN,NL,0,2,2,2,0,0,0,13,13,12,2,3,1,0.520,24.92,0,0,0,0,29,0,12,1,0,0 +lohseky01,2001,1,MIN,AL,4,7,19,16,0,0,0,271,102,57,16,29,64,0.284,5.68,0,5,8,0,402,2,60,1,5,6 +loiseri01,2001,1,PIT,NL,0,1,18,0,0,0,1,54,28,23,3,17,9,0.359,11.50,4,3,4,0,101,9,24,2,0,4 +loopebr01,2001,1,FLO,NL,3,3,71,0,0,0,3,213,63,28,8,30,52,0.242,3.55,3,0,2,0,295,21,28,0,3,13 +lopezal02,2001,1,TBA,AL,5,12,20,20,1,1,0,374,152,74,16,51,67,0.302,5.34,1,1,4,1,567,0,87,5,3,10 +lopezal02,2001,2,ARI,NL,4,7,13,13,2,2,0,243,74,36,10,24,69,0.247,4.00,2,1,0,0,329,0,36,3,2,10 +loretma01,2001,1,MIL,NL,0,0,1,0,0,0,0,3,1,0,0,1,2,0.250,0.00,0,0,0,0,5,1,0,0,0,0 +lowede01,2001,1,BOS,AL,5,10,67,3,0,0,24,275,103,36,7,29,82,0.283,3.53,9,4,5,0,404,50,39,5,1,10 +lowese01,2001,1,CHA,AL,9,4,45,11,0,0,3,381,123,51,12,32,71,0.256,3.61,2,6,7,0,529,9,55,3,7,13 +lukasma01,2001,1,ANA,AL,0,2,24,0,0,0,0,67,21,15,6,9,25,0.247,6.04,2,2,2,0,98,11,17,1,1,1 +lundqda01,2001,1,SDN,NL,0,1,17,0,0,0,0,59,20,13,1,7,19,0.260,5.95,1,2,1,1,86,9,13,0,1,0 +lyonbr01,2001,1,TOR,AL,5,4,11,11,0,0,0,189,63,30,6,15,35,0.266,4.29,0,0,1,1,261,0,31,2,6,4 +mabryjo01,2001,2,FLO,NL,0,0,1,0,0,0,0,1,3,5,0,3,0,0.750,135.00,0,0,0,0,7,0,5,0,0,0 +macdomi01,2001,1,KCA,AL,1,1,3,3,0,0,0,46,18,8,2,4,7,0.290,4.70,0,3,1,0,67,0,10,0,0,4 +macrasc01,2001,1,CIN,NL,0,1,24,0,0,0,0,94,33,14,0,8,18,0.266,4.02,0,1,2,0,136,7,15,0,2,2 +maddugr01,2001,1,ATL,NL,17,11,34,34,3,3,0,699,220,79,20,27,173,0.253,3.05,10,2,7,0,927,0,86,12,11,14 +madurca01,2001,1,BAL,AL,5,6,22,12,0,0,0,281,83,44,10,36,51,0.240,4.23,0,1,4,0,386,3,44,0,0,10 +magnami01,2001,1,OAK,AL,3,1,65,0,0,0,0,166,50,17,7,13,23,0.244,2.77,3,3,1,0,223,10,23,0,4,7 +mahayro01,2001,1,CHN,NL,0,0,17,0,0,0,0,62,14,6,4,15,24,0.197,2.61,1,1,0,0,86,4,6,0,0,1 +mahompa01,2001,1,TEX,AL,7,6,56,4,0,0,0,322,115,68,17,55,61,0.280,5.70,9,3,0,0,475,14,71,2,7,12 +mannji01,2001,1,HOU,NL,0,0,4,0,0,0,0,16,3,2,0,4,5,0.176,3.38,0,0,2,0,23,1,2,0,0,1 +mantema01,2001,1,ARI,NL,0,0,8,0,0,0,2,21,6,2,2,4,12,0.222,2.57,0,2,0,0,31,7,2,0,0,0 +manzajo01,2001,1,PIT,NL,3,2,71,0,0,0,2,239,60,30,4,26,80,0.211,3.39,3,4,5,0,329,25,32,5,8,4 +marquja01,2001,1,ATL,NL,5,6,38,16,0,0,0,388,113,50,14,59,98,0.234,3.48,4,1,4,2,556,9,62,6,5,11 +marteda01,2001,1,PIT,NL,0,1,23,0,0,0,0,109,34,19,5,12,39,0.250,4.71,3,1,3,0,154,4,21,1,2,3 +martipe02,2001,1,BOS,AL,7,3,18,18,1,0,0,350,84,31,5,25,163,0.199,2.39,0,4,6,0,456,0,33,2,0,5 +martira02,2001,1,PIT,NL,0,2,4,4,0,0,0,47,16,15,4,16,9,0.276,8.62,0,1,2,0,77,0,15,0,1,2 +martito02,2001,1,NYN,NL,1,0,14,0,0,0,0,51,23,19,4,10,12,0.319,10.06,2,0,1,0,85,2,22,1,1,1 +mathetj01,2001,1,OAK,AL,0,1,20,0,0,0,1,69,28,13,2,11,19,0.295,5.09,3,1,0,0,108,4,14,2,0,2 +mathetj01,2001,2,SLN,NL,1,0,10,0,0,0,0,44,11,5,2,1,10,0.204,3.07,0,0,0,0,56,3,6,0,1,0 +mattetr01,2001,1,MON,NL,3,3,8,8,0,0,0,135,51,30,9,21,26,0.285,6.00,2,6,4,0,207,0,33,2,1,3 +matthmi01,2001,1,SLN,NL,3,4,51,10,0,0,1,267,74,32,11,33,72,0.227,3.24,4,4,4,1,368,7,32,4,1,6 +maureda01,2001,1,SDN,NL,0,0,3,0,0,0,0,15,8,6,1,4,4,0.348,10.80,0,1,0,0,27,1,6,0,0,0 +maysjo01,2001,1,MIN,AL,17,13,34,34,4,2,0,701,205,82,25,64,123,0.235,3.16,2,11,5,0,957,0,87,8,8,19 +mcdilal01,2001,1,BOS,AL,0,0,15,0,0,0,0,44,13,9,2,7,16,0.236,5.52,1,0,1,0,64,8,9,0,1,1 +mcelrch01,2001,1,BAL,AL,1,2,18,5,0,0,0,136,49,27,8,28,22,0.269,5.36,2,3,2,0,213,0,29,0,1,1 +mcelrch01,2001,2,SDN,NL,1,1,31,0,0,0,0,89,38,17,6,18,25,0.306,5.16,4,3,0,0,144,6,24,1,1,1 +mcknito01,2001,1,HOU,NL,1,0,3,3,0,0,0,54,21,8,4,3,10,0.288,4.00,0,1,2,0,80,0,8,1,1,2 +mcknito01,2001,2,PIT,NL,2,6,12,12,0,0,0,208,88,40,15,21,36,0.307,5.19,4,4,3,0,316,0,44,3,2,5 +meachru01,2001,1,TBA,AL,1,3,24,0,0,0,0,106,39,22,3,10,13,0.277,5.60,0,2,2,0,158,5,24,1,4,2 +meadobr01,2001,1,KCA,AL,1,6,10,10,0,0,0,151,73,39,12,12,21,0.351,6.97,2,1,1,0,224,0,41,1,2,9 +mecirji01,2001,1,OAK,AL,2,8,54,0,0,0,3,189,54,24,4,26,61,0.231,3.43,7,2,1,0,264,14,25,3,0,6 +mendora01,2001,1,NYA,AL,8,4,56,2,0,0,6,302,89,42,9,23,70,0.241,3.75,3,2,2,0,401,11,44,4,3,14 +mercahe01,2001,1,CIN,NL,3,2,56,0,0,0,0,159,55,24,6,30,59,0.267,4.08,1,4,0,0,240,10,27,1,2,3 +mercejo02,2001,1,BAL,AL,8,17,33,31,2,0,0,552,219,119,20,63,123,0.294,5.82,3,5,10,2,828,1,125,2,8,12 +mesajo01,2001,1,PHI,NL,3,3,71,0,0,0,42,208,65,18,4,20,59,0.246,2.34,2,2,2,1,291,59,26,2,3,3 +miadiba01,2001,1,ANA,AL,0,0,11,0,0,0,0,30,6,5,2,8,11,0.182,4.50,0,1,0,0,41,4,5,0,0,1 +micelda01,2001,1,FLO,NL,0,5,29,0,0,0,0,74,29,19,5,11,31,0.287,6.93,2,3,0,0,114,9,21,1,1,0 +micelda01,2001,2,COL,NL,2,0,22,0,0,0,1,61,18,5,2,5,17,0.231,2.21,0,1,0,0,85,6,8,1,1,3 +michach01,2001,1,TOR,AL,6,7,24,18,0,0,0,345,133,59,14,49,57,0.296,4.62,5,0,12,5,517,2,66,3,4,16 +michach01,2001,2,TEX,AL,2,2,11,0,0,0,1,65,24,8,5,6,10,0.279,3.32,0,1,1,1,93,2,8,0,0,2 +middlja01,2001,1,SDN,NL,2,1,4,3,0,0,0,58,18,11,6,10,10,0.247,5.12,1,0,1,0,85,0,11,1,0,2 +millema01,2001,1,DET,AL,0,0,13,0,0,0,0,29,16,8,0,4,6,0.372,7.45,0,1,1,0,48,5,8,0,0,1 +milletr01,2001,1,MIN,AL,1,4,45,0,0,0,0,146,54,26,5,20,30,0.283,4.81,1,1,1,0,216,14,30,0,4,7 +millewa04,2001,1,HOU,NL,16,8,32,32,1,0,0,636,183,80,31,76,183,0.234,3.40,3,8,4,0,873,0,91,7,5,16 +millsal01,2001,1,BAL,AL,1,1,15,0,0,0,0,42,20,15,6,11,9,0.333,9.64,3,0,2,0,73,8,15,0,0,2 +millwke01,2001,1,ATL,NL,7,7,21,21,0,0,0,363,121,58,20,40,84,0.260,4.31,6,5,1,1,515,0,66,7,2,5 +miltoer01,2001,1,MIN,AL,15,7,35,34,2,1,0,662,222,106,35,61,157,0.257,4.32,0,2,5,0,944,0,109,8,6,7 +mlickda01,2001,1,DET,AL,4,8,15,15,0,0,0,243,118,66,19,41,48,0.348,7.33,2,3,6,0,391,0,69,2,3,9 +mlickda01,2001,2,HOU,NL,7,3,19,14,0,0,0,260,85,49,18,33,49,0.260,5.09,1,5,9,0,381,1,53,6,6,6 +moehlbr01,2001,1,DET,AL,0,0,1,1,0,0,0,24,6,3,0,1,2,0.207,3.38,0,0,0,0,30,0,3,0,0,0 +mohlemi01,2001,1,ARI,NL,0,0,13,0,0,0,0,41,14,11,3,9,7,0.286,7.24,0,1,0,0,61,5,11,2,1,3 +mooretr01,2001,1,ATL,NL,0,0,2,0,0,0,0,12,7,5,0,2,1,0.368,11.25,0,1,0,0,21,0,5,0,0,0 +morenju02,2001,1,TEX,AL,3,3,45,0,0,0,0,124,22,18,6,28,36,0.153,3.92,2,5,0,3,173,6,21,1,0,2 +morgami01,2001,1,ARI,NL,1,0,31,1,0,0,0,114,45,18,2,17,24,0.306,4.26,4,2,0,0,168,9,20,2,2,5 +morrima01,2001,1,SLN,NL,22,8,34,34,2,1,0,649,218,76,13,54,185,0.265,3.16,3,5,13,1,909,0,86,14,5,18 +mossda01,2001,1,ATL,NL,0,0,5,1,0,0,0,27,3,3,1,9,8,0.097,3.00,0,1,0,0,41,2,3,1,0,1 +motagu01,2001,1,MON,NL,1,3,53,0,0,0,0,149,51,29,9,18,31,0.271,5.26,1,1,1,0,212,12,30,3,2,6 +moyerja01,2001,1,SEA,AL,20,6,33,33,1,0,0,629,187,80,24,44,119,0.239,3.43,4,1,10,0,851,0,84,5,11,14 +muldema01,2001,1,OAK,AL,21,8,34,34,6,4,0,688,214,88,16,51,153,0.249,3.45,4,4,5,0,927,0,92,8,3,26 +mulhote01,2001,1,PIT,NL,0,0,22,1,0,0,0,109,38,15,5,10,17,0.277,3.72,1,1,1,0,150,3,15,1,1,8 +mulhote01,2001,2,LAN,NL,1,1,19,3,0,0,0,88,40,19,7,7,25,0.315,5.83,0,0,1,0,135,5,20,0,0,3 +mullesc01,2001,1,KCA,AL,0,0,17,0,0,0,0,30,13,5,0,9,3,0.310,4.50,0,0,0,0,52,2,6,0,1,1 +munozbo01,2001,1,MON,NL,0,4,15,7,0,0,0,126,53,24,6,21,21,0.321,5.14,1,2,2,0,193,4,25,5,0,6 +murrahe01,2001,1,DET,AL,1,7,40,4,0,0,0,190,82,46,11,40,42,0.322,6.54,5,1,3,0,301,10,48,2,1,9 +mussimi01,2001,1,NYA,AL,17,11,34,34,4,3,0,686,202,80,20,42,214,0.237,3.15,2,6,4,0,909,0,87,5,6,11 +myersmi01,2001,1,COL,NL,2,3,73,0,0,0,0,120,32,16,2,24,36,0.225,3.60,7,0,1,0,169,14,17,1,1,3 +myersro01,2001,1,SDN,NL,1,2,37,0,0,0,1,142,53,28,6,20,29,0.291,5.32,0,2,4,0,211,16,31,1,4,6 +myettaa01,2001,1,TEX,AL,4,5,19,15,0,0,0,242,94,64,12,37,67,0.293,7.14,0,2,11,0,376,1,65,3,4,7 +nagych01,2001,1,CLE,AL,5,6,15,13,0,0,0,211,102,50,10,20,29,0.342,6.40,1,2,0,0,325,1,53,3,4,10 +neaglde01,2001,1,COL,NL,9,8,30,30,0,0,0,512,192,102,29,60,139,0.284,5.38,3,2,7,0,760,0,107,8,9,7 +nealbl01,2001,1,FLO,NL,0,0,4,0,0,0,0,16,7,4,0,5,3,0.304,6.75,0,1,0,0,28,0,4,0,0,0 +nelsoje01,2001,1,SEA,AL,4,3,69,0,0,0,4,196,30,20,3,44,88,0.136,2.76,1,2,6,0,273,16,21,2,0,7 +nelsojo01,2001,1,ATL,NL,0,0,2,0,0,0,0,6,7,8,1,2,0,0.583,36.00,0,0,1,0,16,0,9,0,1,1 +nenro01,2001,1,SFN,NL,4,5,79,0,0,0,45,233,58,26,6,22,93,0.203,3.01,6,2,1,0,312,71,28,0,3,3 +neugeni01,2001,1,MIL,NL,1,1,2,2,0,0,0,18,6,5,1,6,11,0.250,7.50,0,0,0,0,30,0,5,0,0,0 +nichtch01,2001,1,CIN,NL,0,3,36,0,0,0,1,109,46,18,6,8,33,0.307,4.46,1,2,0,0,162,11,24,2,2,3 +nichtch01,2001,2,COL,NL,0,0,7,0,0,0,0,18,9,3,2,0,7,0.346,4.50,0,0,0,0,27,0,3,1,0,0 +nickldo01,2001,1,PHI,NL,0,0,2,0,0,0,0,6,1,0,0,0,1,0.143,0.00,0,0,0,0,7,2,0,0,0,0 +nitkocj01,2001,1,DET,AL,0,3,56,0,0,0,0,136,51,28,7,31,38,0.285,5.56,7,1,5,0,220,12,30,3,1,6 +nitkocj01,2001,2,NYN,NL,1,0,5,0,0,0,0,17,3,0,0,3,4,0.167,0.00,1,0,0,0,21,2,0,0,0,2 +nomohi01,2001,1,BOS,AL,13,10,33,33,2,2,0,594,171,99,26,96,220,0.231,4.50,2,6,3,0,849,0,105,4,7,13 +nunezjo02,2001,1,LAN,NL,0,1,6,0,0,0,0,22,14,11,4,5,11,0.389,13.50,0,0,0,0,42,2,15,1,0,0 +nunezjo02,2001,2,SDN,NL,4,1,56,0,0,0,0,155,48,19,3,20,49,0.245,3.31,3,5,4,0,223,8,20,1,2,3 +nunezvl01,2001,1,FLO,NL,4,5,52,3,0,0,0,276,79,28,9,30,64,0.234,2.74,5,1,5,1,380,13,33,2,5,6 +ohkato01,2001,1,BOS,AL,2,5,12,11,0,0,0,157,69,36,7,19,37,0.317,6.19,0,1,2,1,241,1,40,1,1,5 +ohkato01,2001,2,MON,NL,1,4,10,10,0,0,0,164,65,29,8,10,31,0.302,4.77,0,1,1,0,228,0,30,1,1,8 +ohmanwi01,2001,1,CHN,NL,0,1,11,0,0,0,0,35,14,10,2,6,12,0.292,7.71,0,2,0,0,54,0,10,0,0,1 +olivaom01,2001,1,PIT,NL,6,9,45,12,1,0,1,330,123,80,17,42,69,0.283,6.55,8,3,10,1,494,15,87,3,4,11 +oliveda02,2001,1,TEX,AL,11,11,28,28,1,0,0,462,189,103,23,65,104,0.306,6.02,0,8,6,2,696,0,109,1,5,18 +olsenke01,2001,1,FLO,NL,0,0,4,2,0,0,0,45,11,2,0,2,13,0.204,1.20,1,0,0,0,56,0,2,0,0,1 +olsongr01,2001,1,LAN,NL,0,1,28,0,0,0,0,74,26,22,4,20,24,0.268,8.03,1,1,0,0,120,10,24,0,3,1 +oropeed01,2001,1,PHI,NL,1,0,30,0,0,0,0,57,16,10,1,17,15,0.232,4.74,6,1,0,0,87,4,10,1,0,1 +oroscje01,2001,1,LAN,NL,0,1,35,0,0,0,0,48,17,7,3,7,21,0.279,3.94,1,0,0,0,69,7,7,0,1,1 +ortizra01,2001,1,ANA,AL,13,11,32,32,2,0,0,626,223,101,25,76,135,0.274,4.36,6,7,12,0,916,0,114,9,6,16 +ortizru01,2001,1,SFN,NL,17,9,33,33,1,1,0,656,187,80,13,91,169,0.232,3.29,3,8,0,1,911,0,90,10,4,20 +ostinji01,2001,1,SDN,NL,0,0,3,0,0,0,0,6,1,0,0,2,3,0.143,0.00,1,0,0,0,9,1,0,0,0,0 +osunaan01,2001,1,CHA,AL,0,0,4,0,0,0,0,13,8,10,3,2,6,0.421,20.77,1,0,1,0,23,0,10,0,1,0 +oswalro01,2001,1,HOU,NL,14,3,28,20,3,1,0,425,126,43,13,24,144,0.235,2.73,2,0,6,0,575,4,48,4,4,12 +padilvi01,2001,1,PHI,NL,3,1,23,0,0,0,0,102,36,16,1,12,29,0.273,4.24,0,1,0,0,144,5,18,0,0,6 +paintla01,2001,1,TOR,AL,0,1,10,0,0,0,0,55,27,16,4,11,14,0.342,7.85,0,0,1,0,91,3,17,0,0,3 +paintla01,2001,2,MIL,NL,1,0,13,0,0,0,0,32,11,5,3,7,6,0.268,4.22,2,0,0,0,48,4,5,0,0,0 +paniajo01,2001,1,SEA,AL,4,3,60,0,0,0,3,198,59,32,7,38,46,0.233,4.36,2,3,4,0,296,24,35,0,1,6 +parkch01,2001,1,LAN,NL,15,11,36,35,2,1,0,702,183,91,23,91,218,0.216,3.50,1,3,20,3,981,0,98,16,7,11 +parkech01,2001,1,NYA,AL,0,1,1,1,0,0,0,9,8,7,2,1,1,0.471,21.00,0,0,0,0,18,0,7,0,0,0 +paronch01,2001,1,BAL,AL,1,3,24,0,0,0,0,81,33,15,5,11,16,0.289,5.00,0,1,1,0,128,9,24,1,1,3 +parquji01,2001,1,CHA,AL,0,3,5,5,1,0,0,84,36,25,7,10,15,0.308,8.04,1,0,2,0,132,0,26,2,1,3 +parrijo01,2001,1,BAL,AL,1,2,16,1,0,0,0,66,22,15,5,17,20,0.256,6.14,1,1,3,0,107,7,17,1,0,3 +parrist01,2001,1,TOR,AL,4,6,19,19,1,0,0,317,126,54,18,41,49,0.299,4.60,4,3,2,0,471,0,60,4,2,14 +patteda04,2001,1,DET,AL,5,4,60,0,0,0,1,194,64,22,4,12,27,0.274,3.06,5,2,4,0,258,16,24,5,3,17 +pavanca01,2001,1,MON,NL,1,6,8,8,0,0,0,128,59,30,7,16,36,0.331,6.33,1,0,2,1,199,0,33,2,1,3 +pennybr01,2001,1,FLO,NL,10,10,31,31,1,1,0,615,183,84,15,54,154,0.240,3.69,3,2,7,0,833,0,92,8,2,24 +percitr01,2001,1,ANA,AL,4,2,57,0,0,0,39,173,39,17,3,18,71,0.187,2.65,1,2,2,0,230,50,19,1,0,2 +perezod01,2001,1,ATL,NL,7,8,24,16,0,0,0,286,108,52,7,39,71,0.290,4.91,0,2,1,3,418,1,55,3,3,11 +perisma01,2001,1,DET,AL,2,3,30,4,0,0,0,118,54,25,5,14,19,0.327,5.72,1,0,4,0,186,5,29,2,1,4 +persoro01,2001,1,PHI,NL,15,7,33,33,3,1,0,625,179,97,34,80,183,0.234,4.19,3,10,8,1,867,0,103,8,6,12 +peterch01,2001,1,MON,NL,2,4,13,6,0,0,0,93,47,26,7,15,14,0.367,7.55,1,4,2,0,149,1,26,2,2,2 +peterky01,2001,1,MIL,NL,1,2,3,2,0,0,0,44,19,9,3,4,12,0.302,5.52,2,0,0,0,68,0,10,1,0,0 +petkoma01,2001,1,TEX,AL,1,2,55,0,0,0,0,230,103,57,14,28,42,0.323,6.69,4,4,5,0,362,19,61,3,7,10 +pettian01,2001,1,NYA,AL,15,10,31,31,2,0,0,602,224,89,14,41,164,0.281,3.99,3,2,6,2,858,0,103,8,7,22 +pettyad01,2001,1,DET,AL,1,6,16,9,0,0,0,195,81,42,10,21,40,0.309,5.82,2,2,4,0,293,1,48,3,3,8 +phelptr01,2001,1,TBA,AL,2,2,49,0,0,0,5,186,53,24,6,24,54,0.226,3.48,1,2,3,1,268,15,30,2,4,5 +pichahi01,2001,1,BOS,AL,2,1,30,0,0,0,0,104,42,19,3,10,17,0.300,4.93,3,3,5,0,159,5,23,2,2,5 +piersch01,2001,1,CIN,NL,0,0,11,0,0,0,0,34,12,3,0,6,7,0.267,2.38,0,0,1,0,52,3,4,0,0,0 +pinedlu01,2001,1,DET,AL,0,1,16,0,0,0,0,55,16,10,2,14,13,0.239,4.91,2,0,0,0,82,4,10,0,1,2 +pineijo01,2001,1,SEA,AL,6,2,17,11,0,0,0,226,50,17,2,21,56,0.191,2.03,0,2,3,0,289,1,24,1,2,6 +plesada01,2001,1,TOR,AL,4,5,62,0,0,0,1,136,34,18,4,24,68,0.207,3.57,5,1,1,0,190,5,18,0,1,3 +politcl01,2001,1,PHI,NL,2,3,23,0,0,0,0,78,24,7,2,8,23,0.250,2.42,3,1,1,0,109,7,8,1,3,1 +ponsosi01,2001,1,BAL,AL,5,10,23,23,3,1,0,415,161,76,21,37,84,0.289,4.94,0,2,6,0,605,0,83,3,2,11 +potelo01,2001,1,ANA,AL,2,0,44,1,0,0,2,260,88,40,11,32,66,0.258,4.15,5,3,3,0,380,15,41,1,3,7 +powelbr01,2001,1,HOU,NL,0,1,1,1,0,0,0,9,5,6,1,3,3,0.357,18.00,0,0,0,0,17,0,6,0,0,0 +powelja04,2001,1,HOU,NL,2,2,35,0,0,0,0,109,41,15,4,19,28,0.275,3.72,0,0,0,1,170,5,18,1,1,3 +powelja04,2001,2,COL,NL,3,1,39,0,0,0,7,116,34,12,5,12,26,0.245,2.79,3,0,2,0,157,15,18,4,0,7 +prietar01,2001,1,TBA,AL,0,0,3,0,0,0,0,11,6,1,0,2,2,0.375,2.45,0,0,1,0,19,2,1,0,0,0 +prinzbr01,2001,1,ARI,NL,4,1,46,0,0,0,9,123,33,12,4,19,27,0.220,2.63,1,1,1,1,174,26,13,3,1,3 +prokolu01,2001,1,LAN,NL,8,7,29,22,0,0,0,415,146,75,27,40,91,0.268,4.88,1,3,4,2,596,2,80,4,3,11 +pulsibi01,2001,1,BOS,AL,0,0,23,0,0,0,0,66,25,13,3,14,16,0.294,5.32,0,1,2,0,102,6,15,0,1,4 +pulsibi01,2001,2,CHA,AL,0,0,14,0,0,0,0,24,11,7,2,7,4,0.314,7.88,0,0,1,0,44,2,8,0,1,1 +quantpa01,2001,1,TOR,AL,11,2,80,0,0,0,2,249,86,28,6,12,58,0.274,3.04,7,0,6,0,341,20,29,7,2,13 +queveru01,2001,1,MIL,NL,4,5,10,10,0,0,0,170,56,29,9,30,60,0.257,4.61,4,1,0,0,253,0,30,3,2,0 +radinsc01,2001,1,CLE,AL,0,0,2,0,0,0,0,6,4,6,2,3,3,0.400,27.00,0,0,0,0,13,0,6,0,0,0 +radkebr01,2001,1,MIN,AL,15,11,33,33,6,2,0,678,235,99,24,26,137,0.271,3.94,0,4,10,1,919,0,105,10,6,12 +rapppa01,2001,1,ANA,AL,5,12,31,28,1,0,0,510,169,90,20,71,82,0.261,4.76,2,4,2,0,731,1,96,3,7,10 +reamebr01,2001,1,MON,NL,4,8,41,13,0,0,0,285,101,59,16,48,86,0.273,5.59,3,2,5,0,432,3,68,7,2,7 +redditi01,2001,1,HOU,NL,3,1,13,9,0,0,0,167,62,34,11,24,55,0.286,5.50,0,2,3,0,249,1,38,2,3,5 +redmama01,2001,1,MIN,AL,2,4,9,9,0,0,0,147,57,23,6,19,29,0.286,4.22,0,6,0,0,219,0,26,1,0,4 +redmama01,2001,2,DET,AL,0,2,2,2,0,0,0,27,11,6,1,4,4,0.306,6.00,0,0,1,0,42,0,6,1,0,1 +reedri01,2001,1,NYN,NL,8,6,20,20,3,1,0,404,119,52,16,17,99,0.236,3.48,3,2,1,0,531,0,53,8,1,5 +reedri01,2001,2,MIN,AL,4,6,12,12,0,0,0,203,92,39,12,14,43,0.325,5.19,0,1,4,0,303,0,45,0,2,3 +reedst01,2001,1,CLE,AL,1,1,31,0,0,0,0,82,22,11,3,10,21,0.212,3.62,2,0,2,0,116,8,11,0,0,0 +reedst01,2001,2,ATL,NL,2,2,39,0,0,0,1,93,30,12,3,13,25,0.259,3.48,3,0,1,0,134,6,14,3,1,2 +reichda01,2001,1,KCA,AL,8,8,27,19,0,0,0,369,131,77,14,67,77,0.278,5.63,2,12,8,0,554,4,83,3,4,25 +reithbr01,2001,1,CIN,NL,0,7,9,8,0,0,0,121,56,35,13,16,22,0.333,7.81,0,1,2,0,192,0,37,4,2,2 +reitsch01,2001,1,CIN,NL,7,15,36,29,0,0,0,546,209,107,23,49,96,0.288,5.29,6,5,5,0,800,1,121,13,8,5 +rekarbr01,2001,1,TBA,AL,3,13,25,25,0,0,0,422,167,92,21,45,87,0.294,5.89,2,6,6,1,630,0,104,4,7,11 +relafde01,2001,1,NYN,NL,0,0,1,0,0,0,0,3,0,0,0,0,1,0.000,0.00,0,0,0,0,3,1,0,0,0,0 +remlimi01,2001,1,ATL,NL,3,3,74,0,0,0,1,225,67,23,9,23,93,0.234,2.76,4,4,2,0,313,6,25,2,0,5 +reyesal01,2001,1,LAN,NL,2,1,19,0,0,0,1,77,28,11,3,13,23,0.269,3.86,1,0,1,1,120,9,13,0,2,1 +reyesde01,2001,1,CIN,NL,2,6,35,6,0,0,0,159,51,29,5,35,52,0.248,4.92,1,5,1,0,246,2,35,2,2,5 +reynoar02,2001,1,ARI,NL,1,6,9,9,0,0,0,140,58,31,13,13,15,0.312,5.98,2,1,4,0,207,0,32,2,2,7 +reynosh01,2001,1,HOU,NL,14,11,28,28,3,0,0,548,208,88,24,36,102,0.290,4.34,2,2,4,0,772,0,95,13,2,19 +rhodear01,2001,1,SEA,AL,8,0,71,0,0,0,3,204,46,13,5,12,83,0.189,1.72,0,3,1,0,258,16,14,1,0,1 +riedljo01,2001,1,CIN,NL,1,1,29,0,0,0,1,101,22,9,1,14,23,0.186,2.41,0,5,2,0,136,14,9,2,0,1 +rigdopa01,2001,1,MIL,NL,3,5,15,15,0,0,0,238,86,51,13,46,49,0.287,5.79,6,1,3,0,360,0,52,9,2,7 +riggaje01,2001,1,NYN,NL,3,3,35,0,0,0,0,143,42,18,5,24,41,0.243,3.40,7,4,0,0,202,12,19,2,3,4 +rijojo01,2001,1,CIN,NL,0,0,13,0,0,0,0,51,19,4,2,9,12,0.271,2.12,2,1,0,1,80,4,6,1,0,1 +rincoju01,2001,1,MIN,AL,0,0,4,0,0,0,0,17,7,4,1,5,4,0.318,6.35,0,0,0,0,28,1,5,1,0,2 +rincori01,2001,1,CLE,AL,2,1,67,0,0,0,2,162,44,17,3,21,50,0.223,2.83,5,1,0,0,223,19,18,2,3,4 +riskeda01,2001,1,CLE,AL,2,0,26,0,0,0,1,82,20,6,3,18,29,0.206,1.98,3,1,2,0,118,6,7,0,1,2 +ritchto01,2001,1,PIT,NL,11,15,33,33,4,2,0,622,211,103,23,52,124,0.259,4.47,7,7,7,0,887,0,118,9,5,17 +riverma01,2001,1,NYA,AL,4,6,71,0,0,0,50,242,61,21,5,12,83,0.209,2.34,2,1,1,0,310,66,24,4,1,5 +robergr01,2001,1,NYN,NL,1,0,16,0,0,0,0,78,24,11,2,8,29,0.240,3.81,1,0,0,1,110,2,11,1,1,1 +roberwi01,2001,1,BAL,AL,9,10,46,18,1,0,6,396,142,72,15,55,95,0.274,4.91,1,3,11,2,593,20,75,5,4,8 +rockejo01,2001,1,ATL,NL,2,2,30,0,0,0,19,96,25,11,2,16,36,0.216,3.09,1,5,2,0,135,28,13,0,1,3 +rockejo01,2001,2,CLE,AL,3,7,38,0,0,0,4,104,33,21,2,25,43,0.250,5.45,3,6,3,2,165,20,23,4,1,1 +rodrife01,2001,1,SFN,NL,9,1,80,0,0,0,0,241,53,15,5,27,91,0.188,1.68,2,1,1,0,314,13,16,1,3,7 +rodrifr02,2001,1,CIN,NL,0,0,7,0,0,0,0,26,16,11,1,5,9,0.400,11.42,2,2,0,0,47,2,12,1,1,0 +rodriri02,2001,1,CLE,AL,2,2,53,0,0,0,0,117,41,18,2,17,31,0.270,4.15,3,1,2,1,174,6,24,2,1,4 +rodriwi01,2001,1,HOU,NL,0,0,2,0,0,0,0,9,6,5,2,1,3,0.429,15.00,0,0,0,0,16,1,5,0,1,0 +rogerke01,2001,1,TEX,AL,5,7,20,20,0,0,0,362,150,83,18,49,74,0.307,6.19,2,4,8,1,552,0,88,1,6,17 +romerjc01,2001,1,MIN,AL,1,4,14,11,0,0,0,195,71,45,10,24,39,0.277,6.23,1,1,1,0,286,1,48,3,2,5 +rosebr01,2001,1,NYN,NL,0,1,3,0,0,0,0,26,10,4,3,2,4,0.286,4.15,1,0,0,0,37,0,4,0,0,0 +rosebr01,2001,2,TBA,AL,0,2,7,3,0,0,0,61,31,20,4,12,11,0.356,8.85,0,7,0,0,101,2,20,0,2,2 +rueteki01,2001,1,SFN,NL,14,12,34,34,0,0,0,586,213,96,25,66,83,0.283,4.42,4,1,4,0,840,0,105,11,6,28 +ruffijo01,2001,1,FLO,NL,0,0,3,0,0,0,0,11,5,2,0,4,4,0.313,4.91,1,0,1,0,21,1,4,0,0,1 +rupery01,2001,1,TBA,AL,5,12,28,26,0,0,0,430,161,105,30,48,123,0.283,6.59,0,7,11,1,635,0,111,3,5,5 +ruschgl01,2001,1,NYN,NL,8,12,33,33,1,0,0,537,216,92,23,43,156,0.301,4.63,2,3,7,2,785,0,101,11,5,15 +ryanbj01,2001,1,BAL,AL,2,4,61,0,0,0,2,159,47,25,6,30,54,0.233,4.25,4,0,2,0,237,9,31,1,2,2 +sabatcc01,2001,1,CLE,AL,17,5,33,33,0,0,0,541,149,88,19,95,171,0.228,4.39,1,7,7,3,763,0,93,3,5,8 +sabeler01,2001,1,ARI,NL,3,2,42,0,0,0,0,154,57,25,8,12,25,0.282,4.38,3,1,3,0,218,11,26,1,0,5 +saberbr01,2001,1,BOS,AL,1,2,3,3,0,0,0,45,19,10,3,0,10,0.302,6.00,0,0,1,0,64,0,11,0,0,0 +sanchje01,2001,1,FLO,NL,2,4,16,9,0,0,0,188,61,33,7,31,46,0.256,4.74,2,0,2,0,274,3,33,2,1,3 +santajo01,2001,1,MIN,AL,1,0,15,4,0,0,0,131,50,23,6,16,28,0.292,4.74,0,3,3,0,195,5,25,2,3,5 +santijo03,2001,1,KCA,AL,2,2,20,0,0,0,0,88,40,22,2,9,15,0.333,6.75,1,1,1,0,136,6,22,3,3,2 +santijo03,2001,2,PHI,NL,2,4,53,0,0,0,0,187,66,25,3,13,28,0.272,3.61,1,0,2,0,261,5,25,1,2,7 +santovi01,2001,1,DET,AL,2,2,33,7,0,0,0,229,62,28,9,49,52,0.222,3.30,4,0,3,0,335,6,33,1,3,4 +sasakka01,2001,1,SEA,AL,0,4,69,0,0,0,45,200,48,24,6,11,62,0.195,3.24,2,4,4,0,261,63,24,0,0,4 +sauersc01,2001,1,PIT,NL,2,2,70,0,0,0,2,188,61,39,4,40,79,0.257,5.60,6,3,2,0,281,14,41,2,0,6 +scanlbo01,2001,1,MON,NL,0,0,18,0,0,0,0,79,37,23,0,14,5,0.339,7.86,0,1,1,0,127,6,23,3,0,4 +schilcu01,2001,1,ARI,NL,22,6,35,35,6,1,0,770,237,85,37,39,293,0.245,2.98,0,4,1,0,1021,0,86,8,5,16 +schmija01,2001,1,PIT,NL,6,6,14,14,1,0,0,252,81,43,11,28,77,0.256,4.61,2,3,7,1,357,0,46,3,2,2 +schmija01,2001,2,SFN,NL,7,1,11,11,0,0,0,199,57,25,2,33,65,0.230,3.39,1,5,0,0,284,0,29,2,1,5 +schoesc01,2001,1,ANA,AL,10,11,32,32,1,0,0,616,227,116,21,77,104,0.281,5.08,2,4,14,1,910,0,122,3,8,25 +schoupe01,2001,1,BOS,AL,1,5,33,0,0,0,0,91,35,15,4,15,20,0.292,4.45,3,0,1,0,137,9,19,1,0,6 +seaneru01,2001,1,SDN,NL,0,2,26,0,0,0,1,72,15,7,3,15,24,0.176,2.63,0,1,1,0,102,8,8,0,1,2 +seaneru01,2001,2,ATL,NL,0,0,12,0,0,0,0,36,8,4,1,4,17,0.182,3.00,0,3,0,0,48,0,4,0,0,0 +seaybo01,2001,1,TBA,AL,1,1,12,0,0,0,0,39,13,9,3,5,12,0.260,6.23,1,1,1,0,58,4,11,2,0,1 +seelbch02,2001,1,ATL,NL,0,0,5,0,0,0,0,24,9,7,3,5,8,0.273,7.88,1,1,0,0,38,1,7,0,0,0 +seleaa01,2001,1,SEA,AL,15,5,34,33,2,1,0,645,216,86,25,51,114,0.261,3.60,2,1,7,0,899,0,93,5,9,18 +serrawa01,2001,1,SDN,NL,3,3,20,5,0,0,0,140,60,34,7,21,39,0.313,6.56,1,6,2,1,222,8,37,5,2,3 +shawje01,2001,1,LAN,NL,3,5,77,0,0,0,43,224,63,30,10,18,58,0.227,3.62,8,0,2,1,303,66,32,3,2,3 +sheetbe01,2001,1,MIL,NL,11,10,25,25,1,1,0,454,166,80,23,48,94,0.283,4.76,6,3,5,0,653,0,89,8,5,16 +shielsc01,2001,1,ANA,AL,0,0,8,0,0,0,0,33,8,0,0,7,7,0.200,0.00,0,2,1,0,48,6,1,0,0,0 +shueypa01,2001,1,CLE,AL,5,3,47,0,0,0,2,163,53,17,1,26,70,0.251,2.82,5,6,1,0,244,11,25,4,2,5 +silvajo01,2001,1,PIT,NL,3,3,26,0,0,0,0,96,35,24,6,9,23,0.271,6.75,1,0,0,0,140,10,24,2,0,2 +slusajo01,2001,1,ATL,NL,0,0,4,0,0,0,0,18,9,6,2,1,5,0.346,9.00,0,0,0,0,28,1,6,1,0,0 +slusajo01,2001,2,HOU,NL,0,1,8,0,0,0,0,30,16,10,2,3,6,0.364,9.00,0,0,0,0,48,4,10,0,1,1 +smartjd01,2001,1,TEX,AL,1,2,15,0,0,0,0,46,19,11,3,4,10,0.306,6.46,0,1,0,0,68,4,11,0,2,3 +smithbu02,2001,1,SLN,NL,6,3,16,14,1,1,0,254,79,36,12,24,59,0.250,3.83,5,0,1,0,351,1,40,9,1,7 +smithch06,2001,1,FLO,NL,5,5,15,15,0,0,0,264,89,46,10,35,71,0.265,4.70,4,0,6,1,385,0,47,4,4,5 +smithro03,2001,1,CLE,AL,0,0,9,0,0,0,0,49,16,11,3,13,17,0.246,6.06,1,0,2,0,80,2,14,0,0,2 +smoltjo01,2001,1,ATL,NL,3,3,36,5,0,0,10,177,53,22,7,10,57,0.238,3.36,2,0,2,0,238,20,24,1,2,5 +sobkosc01,2001,1,ATL,NL,0,0,1,0,0,0,0,3,2,1,0,0,0,0.400,9.00,0,0,0,0,5,1,1,0,0,0 +sparkst01,2001,1,DET,AL,14,9,35,33,8,1,0,696,244,94,22,64,116,0.271,3.65,1,8,6,2,982,2,110,4,9,20 +speieju01,2001,1,CLE,AL,2,0,12,0,0,0,0,62,24,16,5,8,15,0.293,6.97,0,2,3,0,96,2,16,0,3,0 +speieju01,2001,2,COL,NL,4,3,42,0,0,0,0,168,47,23,8,12,47,0.229,3.70,3,4,5,1,228,8,24,2,4,3 +spoonti01,2001,1,ATL,NL,0,1,4,0,0,0,0,12,5,1,0,2,3,0.313,2.25,1,0,0,0,19,3,1,0,1,0 +sprinde01,2001,1,LAN,NL,1,1,4,3,0,0,0,57,19,7,3,2,7,0.275,3.32,0,2,3,0,75,1,7,1,0,2 +sprinru01,2001,1,ARI,NL,0,0,18,0,0,0,1,53,20,14,5,4,12,0.274,7.13,0,2,0,0,79,9,16,1,1,0 +standja01,2001,1,TBA,AL,0,0,9,1,0,0,0,58,19,10,5,14,9,0.260,4.66,1,0,0,0,87,6,10,0,0,3 +stantmi02,2001,1,NYA,AL,9,4,76,0,0,0,0,241,80,23,4,29,78,0.263,2.58,9,3,4,1,342,16,25,2,3,5 +starkde01,2001,1,SEA,AL,1,1,4,3,0,0,0,44,21,15,5,4,12,0.333,9.20,0,0,0,0,68,0,15,0,1,1 +stechge01,2001,1,SLN,NL,1,5,67,0,0,0,6,210,71,30,10,30,51,0.273,3.86,2,2,4,0,301,18,35,4,3,8 +steinbl01,2001,1,KCA,AL,7,8,36,15,0,0,1,393,112,69,20,79,113,0.233,4.74,2,10,3,0,568,5,73,1,4,12 +stewasc01,2001,1,MON,NL,3,1,62,0,0,0,3,143,43,20,5,13,39,0.243,3.78,0,2,3,0,199,9,20,2,4,1 +stoneri01,2001,1,HOU,NL,0,0,6,0,0,0,0,23,8,2,1,2,4,0.258,2.35,1,0,0,0,33,3,3,0,0,1 +stricsc01,2001,1,MON,NL,2,6,77,0,0,0,9,244,67,29,9,41,85,0.222,3.21,5,4,4,0,351,31,36,3,1,4 +stronjo01,2001,1,FLO,NL,0,0,5,0,0,0,0,20,3,1,1,3,4,0.136,1.35,0,0,0,0,25,2,1,0,0,0 +sturtta01,2001,1,TBA,AL,11,12,39,27,0,0,1,586,200,96,23,79,110,0.271,4.42,0,11,9,0,837,6,98,2,10,22 +sullisc01,2001,1,CIN,NL,7,1,79,0,0,0,0,310,94,38,10,36,82,0.243,3.31,8,0,8,0,437,16,44,1,5,11 +suppaje01,2001,1,KCA,AL,10,14,34,34,1,0,0,655,227,106,26,74,120,0.267,4.37,3,6,12,0,946,0,120,5,6,16 +suzukma01,2001,1,KCA,AL,2,5,15,9,0,0,0,168,61,33,12,25,37,0.277,5.30,1,6,3,0,251,3,38,0,3,4 +suzukma01,2001,2,COL,NL,0,2,3,1,0,0,0,19,9,11,3,11,5,0.333,15.63,0,2,1,0,39,0,12,0,0,1 +suzukma01,2001,3,MIL,NL,3,5,15,9,0,0,0,168,52,33,5,37,47,0.251,5.30,3,8,4,0,252,1,37,4,0,6 +swindgr01,2001,1,ARI,NL,2,6,64,0,0,0,2,161,51,27,12,8,42,0.250,4.53,2,1,0,0,214,18,27,1,1,2 +tabakje01,2001,1,SLN,NL,0,0,8,0,0,0,0,11,6,3,1,1,3,0.375,7.36,0,0,0,0,17,0,3,0,0,1 +tamje01,2001,1,OAK,AL,2,4,70,0,0,0,3,224,68,25,3,29,44,0.250,3.01,9,0,3,0,310,15,27,3,3,12 +tapanke01,2001,1,CHN,NL,9,14,29,29,0,0,0,505,186,84,24,40,149,0.279,4.49,6,3,7,0,729,0,93,12,3,8 +tavarju01,2001,1,CHN,NL,10,9,34,28,0,0,0,484,172,81,13,69,107,0.277,4.52,4,2,11,1,712,1,98,8,4,21 +taylobi04,2001,1,PIT,NL,0,0,1,0,0,0,0,6,2,1,1,0,3,0.250,4.50,0,0,0,0,8,0,1,0,0,0 +telemam01,2001,1,PHI,NL,5,5,24,14,1,0,0,268,93,55,15,32,59,0.274,5.54,3,3,9,0,388,2,59,5,2,10 +telfoan01,2001,1,MON,NL,0,1,8,0,0,0,0,21,14,8,2,5,5,0.412,10.29,1,1,1,0,41,0,12,1,0,0 +thomabr01,2001,1,MIN,AL,0,2,5,5,0,0,0,49,20,17,6,14,6,0.303,9.37,0,2,1,0,82,0,17,1,0,2 +thomsjo01,2001,1,COL,NL,4,5,14,14,1,1,0,281,84,42,15,25,68,0.239,4.04,3,1,4,0,386,0,46,3,3,9 +thurmmi01,2001,1,MON,NL,9,11,28,26,0,0,0,441,172,87,21,50,96,0.294,5.33,7,8,6,0,658,0,90,8,9,12 +timlimi01,2001,1,SLN,NL,4,5,67,0,0,0,3,218,78,33,6,19,47,0.277,4.09,4,3,3,1,307,19,35,1,2,10 +tolarke01,2001,1,DET,AL,0,0,9,0,0,0,0,32,7,8,0,13,11,0.189,6.75,1,1,0,0,50,1,8,0,0,2 +tollbbr01,2001,1,SDN,NL,10,4,19,19,0,0,0,352,133,56,15,25,71,0.287,4.30,3,1,2,0,503,0,58,5,7,8 +tomkobr01,2001,1,SEA,AL,3,1,11,4,0,0,0,104,42,20,9,15,22,0.288,5.19,2,1,0,0,164,1,24,1,2,1 +towerjo01,2001,1,BAL,AL,8,10,24,20,1,1,0,421,165,70,21,16,58,0.297,4.49,0,1,6,0,586,2,74,3,4,16 +trachst01,2001,1,NYN,NL,11,13,28,28,1,1,0,521,168,86,28,47,144,0.254,4.46,7,4,3,0,726,0,90,8,7,13 +trombmi01,2001,1,BAL,AL,3,4,50,0,0,0,6,164,38,21,4,27,45,0.200,3.46,2,1,2,0,226,21,23,4,3,3 +trombmi01,2001,2,LAN,NL,0,4,19,0,0,0,0,70,27,17,5,10,27,0.290,6.56,3,0,0,0,108,10,17,4,1,2 +urbinug01,2001,1,MON,NL,2,1,45,0,0,0,15,140,42,22,8,21,57,0.236,4.24,1,2,0,1,201,40,24,1,1,2 +urbinug01,2001,2,BOS,AL,0,1,19,0,0,0,9,60,16,5,1,3,32,0.219,2.25,0,0,0,0,77,13,5,1,0,0 +valdeis01,2001,1,ANA,AL,9,13,27,27,1,0,0,491,177,81,20,50,100,0.277,4.45,3,3,8,0,699,0,82,3,0,15 +valdema01,2001,1,ATL,NL,1,0,9,0,0,0,0,21,7,6,4,1,3,0.259,7.71,1,0,0,0,28,3,6,0,0,1 +vanpoto01,2001,1,CHN,NL,4,1,59,0,0,0,0,225,63,21,9,38,90,0.223,2.52,4,5,0,1,324,18,22,4,0,3 +vazquja01,2001,1,MON,NL,16,11,32,32,5,3,0,671,197,85,24,44,208,0.235,3.42,4,3,3,1,898,0,92,9,2,20 +venafmi01,2001,1,TEX,AL,5,5,70,0,0,0,4,180,54,32,2,28,29,0.240,4.80,4,3,7,0,266,20,35,2,4,8 +veresda01,2001,1,SLN,NL,3,2,71,0,0,0,15,197,57,27,12,28,61,0.232,3.70,1,6,2,0,279,44,29,2,1,6 +villabr01,2001,1,TEX,AL,0,0,6,0,0,0,0,17,12,9,3,4,4,0.414,14.29,0,1,1,0,35,4,9,0,1,0 +villoro01,2001,1,COL,NL,1,3,22,6,0,0,0,140,56,33,6,29,48,0.295,6.36,4,2,1,0,222,6,35,1,1,5 +villoro01,2001,2,HOU,NL,5,7,31,6,0,0,0,204,77,42,12,24,65,0.282,5.56,1,2,4,1,301,6,46,0,0,7 +vininke01,2001,1,CHA,AL,0,0,8,0,0,0,0,20,15,13,3,7,3,0.441,17.55,0,0,1,0,42,2,14,0,0,0 +vizcalu01,2001,1,OAK,AL,2,1,36,0,0,0,1,110,38,19,8,12,31,0.266,4.66,1,3,0,0,156,15,19,0,1,2 +vogelry01,2001,1,SFN,NL,0,3,13,0,0,0,0,86,29,18,5,14,17,0.257,5.65,0,2,2,0,130,8,21,0,1,3 +vogelry01,2001,2,PIT,NL,0,2,2,2,0,0,0,18,10,8,1,6,7,0.357,12.00,1,0,0,0,34,0,10,0,0,0 +vosbeed01,2001,1,PHI,NL,0,0,18,0,0,0,0,38,8,4,0,3,11,0.186,2.84,0,0,0,1,46,4,4,0,0,2 +voylebr01,2001,1,KCA,AL,0,0,7,0,0,0,0,28,5,4,1,8,6,0.161,3.86,0,0,1,0,40,3,4,0,0,1 +wagnebi02,2001,1,HOU,NL,2,5,64,0,0,0,39,188,44,19,5,20,79,0.198,2.73,0,3,5,0,251,58,19,3,1,5 +wakefti01,2001,1,BOS,AL,9,12,45,17,0,0,3,506,156,73,13,73,148,0.248,3.90,5,5,18,1,732,5,84,3,9,12 +walkeke01,2001,1,SDN,NL,0,0,16,0,0,0,0,36,5,4,0,8,17,0.122,3.00,2,0,0,1,49,5,4,0,0,0 +walkepe01,2001,1,NYN,NL,0,0,2,0,0,0,0,20,6,2,0,0,4,0.240,2.70,0,0,0,0,25,1,2,0,0,1 +wallaje01,2001,1,TBA,AL,0,3,29,1,0,0,0,151,43,19,4,37,38,0.232,3.40,0,3,1,1,225,9,26,2,0,7 +walldo01,2001,1,NYN,NL,0,4,32,0,0,0,0,128,51,23,8,17,31,0.300,4.85,6,1,1,0,193,14,24,3,2,1 +wasdijo01,2001,1,COL,NL,2,1,18,0,0,0,0,73,32,19,7,8,17,0.320,7.03,2,1,1,0,110,2,19,0,1,1 +wasdijo01,2001,2,BAL,AL,1,1,26,0,0,0,0,149,54,23,4,16,47,0.277,4.17,4,2,5,0,220,5,25,0,4,2 +washbja01,2001,1,ANA,AL,11,10,30,30,1,0,0,580,196,81,25,54,126,0.263,3.77,4,3,7,0,813,0,89,4,4,11 +weathda01,2001,1,MIL,NL,3,4,52,0,0,0,4,173,37,13,3,25,46,0.188,2.03,7,0,2,0,233,21,14,8,1,4 +weathda01,2001,2,CHN,NL,1,1,28,0,0,0,0,85,28,10,3,9,20,0.269,3.18,1,0,1,0,118,4,10,2,2,4 +weaveje01,2001,1,DET,AL,13,16,33,33,5,0,0,688,235,104,19,68,152,0.266,4.08,4,3,14,0,985,0,116,12,7,14 +weberbe01,2001,1,ANA,AL,6,2,56,0,0,0,0,205,66,26,4,31,40,0.251,3.42,8,0,5,1,299,19,28,0,0,5 +wellsbo01,2001,1,MIN,AL,8,5,65,0,0,0,2,206,72,39,12,18,49,0.273,5.11,2,0,10,0,299,18,39,3,4,2 +wellsda01,2001,1,CHA,AL,5,7,16,16,1,0,0,302,120,50,12,21,59,0.297,4.47,1,2,3,0,432,0,55,2,2,7 +wellski01,2001,1,CHA,AL,10,11,40,20,0,0,0,400,145,71,14,61,99,0.281,4.79,5,14,12,0,603,3,80,8,6,16 +wendetu01,2001,1,NYN,NL,4,3,49,0,0,0,1,154,42,20,8,22,41,0.223,3.51,6,1,3,0,218,14,23,2,3,3 +wendetu01,2001,2,PHI,NL,0,2,21,0,0,0,0,47,21,13,4,12,15,0.323,7.47,3,1,1,0,79,8,13,0,1,0 +wengedo01,2001,1,PIT,NL,0,2,4,4,0,0,0,48,33,22,2,6,4,0.429,12.38,2,0,0,0,84,0,22,1,0,1 +westbja01,2001,1,CLE,AL,4,4,23,6,0,0,0,194,79,42,6,22,48,0.306,5.85,4,4,4,0,290,3,43,1,5,8 +wheelda01,2001,1,TBA,AL,1,0,13,0,0,0,0,53,30,17,3,5,12,0.375,8.66,0,1,0,1,87,3,17,0,2,1 +whitega01,2001,1,COL,NL,1,7,69,0,0,0,0,203,70,47,18,26,47,0.270,6.25,5,1,1,0,290,16,47,2,2,8 +whitema02,2001,1,ATL,NL,0,1,13,0,0,0,0,49,23,13,5,7,10,0.319,7.16,1,2,1,0,81,8,14,0,1,1 +whiteri01,2001,1,NYN,NL,4,5,55,0,0,0,2,209,71,30,7,17,51,0.257,3.88,4,1,2,0,299,15,38,2,2,6 +wickmbo01,2001,1,CLE,AL,5,0,70,0,0,0,32,203,61,18,4,14,66,0.240,2.39,2,2,2,0,270,56,18,0,0,7 +wilkima01,2001,1,PIT,NL,0,1,14,0,0,0,0,52,22,13,2,8,11,0.319,6.75,1,2,1,0,80,6,13,2,0,4 +willida07,2001,1,PIT,NL,3,7,22,18,0,0,0,342,100,47,15,45,57,0.244,3.71,4,0,7,0,472,1,53,3,8,11 +willije01,2001,1,LAN,NL,2,1,15,1,0,0,0,73,26,17,5,17,9,0.295,6.29,1,1,1,0,109,2,18,1,2,4 +willimi03,2001,1,PIT,NL,2,4,40,0,0,0,22,125,39,17,6,21,43,0.244,3.67,2,1,0,0,183,38,18,2,0,2 +willimi03,2001,2,HOU,NL,4,0,25,0,0,0,0,67,21,10,3,14,16,0.244,4.03,1,1,0,0,102,10,10,1,1,1 +willisc01,2001,1,CIN,NL,0,0,2,0,0,0,0,2,1,0,0,2,0,0.333,0.00,0,1,1,0,6,0,0,0,0,0 +willito02,2001,1,NYA,AL,1,0,15,0,0,0,0,46,22,8,1,9,13,0.324,4.70,2,0,2,0,82,6,9,0,3,0 +williwo02,2001,1,SDN,NL,8,8,23,23,0,0,0,435,170,80,28,37,102,0.296,4.97,4,4,5,0,632,0,88,8,8,11 +williwo02,2001,2,SLN,NL,7,1,11,11,3,1,0,225,54,19,7,19,52,0.205,2.28,1,1,3,0,290,0,22,5,0,9 +wilsokr01,2001,1,KCA,AL,6,5,29,15,0,0,1,328,132,63,26,32,67,0.297,5.19,0,1,7,0,487,6,78,1,3,15 +wilsopa02,2001,1,TBA,AL,8,9,37,24,0,0,0,454,165,82,21,52,119,0.278,4.88,2,7,13,0,674,6,94,3,12,11 +winchsc01,2001,1,CIN,NL,0,2,12,1,0,0,0,72,29,12,7,4,9,0.315,4.50,3,0,3,0,105,6,19,3,3,1 +wisema01,2001,1,ANA,AL,1,4,11,9,0,0,0,148,47,24,11,18,50,0.250,4.38,1,0,2,0,211,2,27,2,1,3 +witasja01,2001,1,SDN,NL,5,2,31,0,0,0,1,116,31,8,3,15,53,0.218,1.86,3,3,4,0,164,9,14,3,0,4 +witasja01,2001,2,NYA,AL,3,0,32,0,0,0,0,121,47,21,5,18,53,0.283,4.69,1,1,2,0,188,8,27,0,2,6 +wittbo01,2001,1,ARI,NL,4,1,14,7,0,0,0,130,36,23,6,25,31,0.222,4.78,1,2,3,0,193,0,23,1,2,2 +wohlema01,2001,1,CIN,NL,3,1,30,0,0,0,0,96,36,14,5,7,21,0.286,3.94,2,4,1,0,139,11,20,4,1,4 +wohlema01,2001,2,NYA,AL,1,0,31,0,0,0,0,107,33,18,3,18,33,0.241,4.54,0,7,1,0,159,14,20,1,2,2 +wolfra02,2001,1,PHI,NL,10,11,28,25,4,2,0,489,150,67,15,51,152,0.248,3.70,4,1,10,0,684,1,74,11,7,15 +woodast01,2001,1,CLE,AL,3,3,29,10,0,0,0,291,129,56,10,17,52,0.325,5.20,1,4,5,3,429,2,60,7,3,9 +woodke02,2001,1,CHN,NL,12,6,28,28,1,1,0,523,127,65,16,92,217,0.202,3.36,3,9,10,0,740,0,70,4,5,5 +worreti01,2001,1,SFN,NL,2,5,73,0,0,0,0,235,71,30,4,33,63,0.240,3.45,4,2,3,0,339,12,33,3,4,6 +wrighda02,2001,1,CHA,AL,5,3,13,12,0,0,0,199,78,42,12,39,36,0.300,5.70,1,5,2,0,307,1,45,1,5,8 +wrighja01,2001,1,MIL,NL,11,12,33,33,1,1,0,584,201,106,26,98,129,0.272,4.90,10,6,20,1,868,0,115,7,5,26 +wrighja02,2001,1,CLE,AL,2,2,7,7,0,0,0,87,36,21,2,22,18,0.313,6.52,0,1,0,1,140,0,22,2,1,0 +wunscke01,2001,1,CHA,AL,2,1,33,0,0,0,0,67,21,19,4,9,16,0.247,7.66,1,0,6,0,105,2,19,3,2,0 +yanes01,2001,1,TBA,AL,4,6,54,0,0,0,22,187,64,27,7,11,64,0.262,3.90,1,5,5,0,264,51,34,3,1,4 +yoshima01,2001,1,MON,NL,4,7,42,11,0,0,0,339,127,60,18,26,63,0.279,4.78,2,4,5,0,493,4,65,4,3,8 +zambrca01,2001,1,CHN,NL,1,2,6,1,0,0,0,23,11,13,2,8,4,0.355,15.26,0,1,1,0,42,1,13,1,1,1 +zambrvi01,2001,1,TBA,AL,6,2,36,0,0,0,2,154,38,18,6,18,58,0.201,3.16,0,4,3,0,212,19,21,2,0,1 +zerbech01,2001,1,SFN,NL,3,0,27,1,0,0,0,117,41,17,3,10,22,0.281,3.92,0,2,1,0,162,9,21,3,2,7 +zimmeje02,2001,1,TEX,AL,4,4,66,0,0,0,28,214,48,19,10,16,72,0.192,2.40,1,0,4,0,273,53,19,2,1,3 +zitoba01,2001,1,OAK,AL,17,8,35,35,3,2,0,643,184,83,18,80,205,0.230,3.49,0,6,13,1,902,0,92,5,4,10 +abbotpa01,2002,1,SEA,AL,1,3,7,5,0,0,0,79,40,35,5,20,22,0.351,11.96,0,2,1,0,137,1,36,1,1,0 +acevejo01,2002,1,CIN,NL,4,2,6,5,0,0,0,71,28,19,8,12,14,0.292,7.23,0,1,2,0,112,0,21,2,0,1 +aceveju01,2002,1,DET,AL,1,5,65,0,0,0,28,224,68,22,4,23,43,0.246,2.65,3,2,5,0,314,48,33,5,5,10 +adamste01,2002,1,PHI,NL,7,9,46,19,0,0,0,410,132,66,9,58,96,0.255,4.35,5,8,3,0,590,10,76,10,2,16 +affelje01,2002,1,KCA,AL,3,4,34,7,0,0,0,233,85,40,8,37,67,0.274,4.64,4,5,3,2,353,4,41,2,1,6 +ainswku01,2002,1,SFN,NL,1,2,6,4,0,0,0,77,22,6,1,12,15,0.237,2.10,0,1,1,0,108,0,7,2,0,2 +alfonan01,2002,1,CHN,NL,2,5,66,0,0,0,19,223,73,33,5,36,61,0.257,4.00,3,1,3,0,330,55,34,4,3,8 +almanar01,2002,1,FLO,NL,3,2,51,0,0,0,2,137,36,22,8,23,57,0.224,4.34,1,2,0,1,190,10,22,3,3,4 +almanca01,2002,1,CIN,NL,0,1,8,1,0,0,0,35,6,3,0,5,7,0.158,2.31,1,1,0,0,45,4,4,0,2,2 +alvarju01,2002,1,TEX,AL,0,4,52,0,0,0,0,119,35,21,7,21,30,0.241,4.76,0,0,3,1,173,12,22,2,2,4 +alvarvi01,2002,1,LAN,NL,0,1,4,1,0,0,0,31,9,5,1,2,7,0.237,4.35,0,0,0,0,40,1,5,0,0,2 +alvarwi01,2002,1,TBA,AL,2,3,23,10,0,0,1,225,80,44,13,36,56,0.272,5.28,3,2,4,0,339,3,47,2,3,3 +anderbr02,2002,1,ARI,NL,6,11,35,24,0,0,0,468,174,83,23,32,81,0.284,4.79,3,2,1,5,659,1,86,6,8,13 +anderji02,2002,1,PIT,NL,8,13,28,25,1,0,0,422,167,85,20,63,47,0.299,5.44,5,4,5,0,636,1,91,5,4,18 +anderma01,2002,1,DET,AL,2,1,12,0,0,0,0,33,17,11,1,8,8,0.378,9.00,1,1,2,0,58,8,13,1,2,2 +appieke01,2002,1,ANA,AL,14,12,32,32,0,0,0,565,191,82,23,64,132,0.267,3.92,2,7,7,0,795,0,89,1,8,14 +armasto02,2002,1,MON,NL,12,12,29,29,0,0,0,493,149,81,22,78,131,0.243,4.44,12,14,7,2,705,0,87,6,2,15 +arrojro01,2002,1,BOS,AL,4,3,29,8,0,0,1,244,83,45,7,27,51,0.269,4.98,1,2,6,0,348,4,47,4,3,10 +arroybr01,2002,1,PIT,NL,2,1,9,4,0,0,0,81,30,12,1,15,22,0.283,4.00,3,0,0,0,123,1,14,1,1,2 +asencmi01,2002,1,KCA,AL,4,7,31,21,0,0,0,370,136,70,17,64,58,0.282,5.11,2,7,3,0,557,7,73,2,6,15 +ashbyan01,2002,1,LAN,NL,9,13,30,30,0,0,0,545,179,79,20,65,107,0.261,3.91,3,2,8,0,771,0,85,7,6,17 +astacpe01,2002,1,NYN,NL,12,11,31,31,3,1,0,575,192,102,32,63,152,0.262,4.79,5,1,16,2,828,0,106,8,7,12 +austije01,2002,1,KCA,AL,0,0,10,0,0,0,0,33,14,6,0,6,6,0.318,4.91,1,1,0,0,52,6,6,0,2,0 +aybarma01,2002,1,SFN,NL,1,0,15,0,0,0,0,43,16,4,1,3,11,0.271,2.51,2,0,1,1,63,4,6,0,0,0 +backebr01,2002,1,TBA,AL,0,0,9,0,0,0,0,39,15,10,3,7,6,0.288,6.92,0,0,2,0,61,4,10,0,0,1 +bacsimi02,2002,1,NYN,NL,3,2,11,9,1,0,0,167,63,27,8,19,30,0.289,4.37,3,0,4,0,247,1,29,5,1,6 +baezda01,2002,1,CLE,AL,10,11,39,26,1,0,6,496,160,81,14,82,130,0.256,4.41,5,6,9,1,726,9,84,2,8,12 +baileco01,2002,1,KCA,AL,3,4,37,0,0,0,1,138,53,21,5,31,24,0.306,4.11,7,1,2,1,211,14,24,3,2,11 +baldwja01,2002,1,SEA,AL,7,10,30,23,0,0,0,450,179,88,26,49,88,0.298,5.28,2,1,7,0,662,4,95,4,2,19 +bankswi01,2002,1,BOS,AL,2,1,29,0,0,0,1,117,32,14,5,14,26,0.222,3.23,0,1,3,0,162,18,15,0,1,3 +barcelo01,2002,1,CHA,AL,0,1,4,0,0,0,0,18,9,6,1,1,1,0.333,9.00,0,0,0,0,28,0,6,0,0,1 +batismi01,2002,1,ARI,NL,8,9,36,29,1,0,0,554,172,88,12,70,112,0.245,4.29,3,9,6,2,790,2,99,5,8,16 +bauerri01,2002,1,BAL,AL,6,7,56,1,0,0,1,251,84,37,12,36,45,0.268,3.98,4,4,4,0,358,15,41,2,2,13 +bechlst01,2002,1,BAL,AL,0,0,3,0,0,0,0,14,6,7,3,4,3,0.300,13.50,0,0,1,0,25,0,7,0,0,0 +beckejo02,2002,1,FLO,NL,6,7,23,21,0,0,0,323,93,49,13,44,113,0.232,4.10,2,5,1,0,454,0,56,5,3,4 +bedarer01,2002,1,BAL,AL,0,0,2,0,0,0,0,2,2,1,0,0,1,0.500,13.50,0,0,0,0,4,0,1,0,0,0 +beimejo01,2002,1,PIT,NL,2,5,53,8,0,0,0,256,88,44,9,45,53,0.267,4.64,12,2,4,0,389,8,49,7,3,4 +beirnke01,2002,1,LAN,NL,2,0,12,3,0,0,0,87,26,11,4,17,17,0.245,3.41,2,4,2,0,127,5,11,1,1,1 +bellro01,2002,1,TEX,AL,4,3,17,15,0,0,0,282,113,65,16,35,70,0.296,6.22,0,7,1,0,425,0,69,1,6,6 +beltrfr01,2002,1,CHN,NL,0,0,11,0,0,0,0,36,14,10,2,16,11,0.311,7.50,1,2,0,0,65,4,11,3,1,1 +benesal01,2002,1,CHN,NL,2,2,7,7,0,0,0,118,42,19,3,12,32,0.276,4.35,1,2,0,0,167,0,22,1,2,4 +benesan01,2002,1,SLN,NL,5,4,18,17,1,0,0,291,80,30,10,51,64,0.228,2.78,3,0,5,0,417,0,39,5,5,2 +benitar01,2002,1,NYN,NL,1,0,62,0,0,0,33,202,46,17,8,25,79,0.190,2.27,0,1,3,0,275,52,20,3,2,3 +benoijo01,2002,1,TEX,AL,4,5,17,13,0,0,1,254,91,50,6,58,59,0.272,5.31,2,7,5,0,405,2,51,4,3,3 +bensokr01,2002,1,PIT,NL,9,6,25,25,0,0,0,391,152,68,18,50,79,0.295,4.70,8,3,3,1,576,0,76,5,3,13 +bereja01,2002,1,CHN,NL,1,10,16,16,0,0,0,257,98,54,13,28,65,0.290,5.67,1,5,3,0,379,0,63,3,7,5 +bernead01,2002,1,DET,AL,4,7,28,11,0,0,0,305,128,70,17,31,69,0.309,6.20,1,5,6,1,459,5,74,3,5,9 +beverja01,2002,1,CLE,AL,0,0,4,0,0,0,0,22,9,6,1,4,9,0.290,7.36,0,1,0,0,35,1,7,0,0,0 +beverja01,2002,2,DET,AL,0,3,3,3,0,0,0,37,18,13,2,5,7,0.327,9.49,0,1,0,0,60,0,15,0,0,0 +biddlro01,2002,1,CHA,AL,3,4,44,7,0,0,1,233,72,35,13,39,64,0.245,4.06,4,5,5,0,339,9,42,0,1,8 +boehrbr01,2002,1,PIT,NL,4,4,70,0,0,0,1,239,65,30,5,33,65,0.229,3.39,6,1,2,0,328,20,30,6,3,6 +bongju01,2002,1,ATL,NL,0,1,1,1,0,0,0,18,8,5,0,2,4,0.320,7.50,0,0,0,0,27,0,5,0,0,1 +borbope02,2002,1,TOR,AL,1,2,16,0,0,0,0,38,12,7,3,6,11,0.231,4.97,3,1,1,0,60,6,8,0,1,0 +borbope02,2002,2,HOU,NL,3,2,56,0,0,0,1,113,41,23,7,19,39,0.287,5.50,5,0,2,0,172,3,24,3,5,1 +borlato02,2002,1,FLO,NL,1,0,15,0,0,0,0,41,14,8,3,5,11,0.269,5.27,0,2,3,0,62,3,8,0,2,0 +borowjo01,2002,1,CHN,NL,4,4,73,0,0,0,2,287,84,29,10,29,97,0.239,2.73,6,1,1,0,391,25,31,5,3,8 +bottari01,2002,1,PHI,NL,0,3,30,0,0,0,0,82,33,14,3,13,24,0.300,4.61,2,2,2,0,128,6,16,2,1,2 +bowiemi01,2002,1,OAK,AL,2,0,13,0,0,0,0,36,12,2,1,8,8,0.261,1.50,1,0,1,0,55,4,2,0,0,2 +bowlebr01,2002,1,TOR,AL,2,1,17,0,0,0,0,60,13,9,0,14,19,0.183,4.05,1,5,3,1,89,7,11,0,1,2 +boydja02,2002,1,SDN,NL,1,0,23,0,0,0,0,85,33,25,6,15,18,0.300,7.94,1,3,0,0,131,6,29,3,3,4 +bradfch01,2002,1,OAK,AL,4,2,75,0,0,0,2,226,73,26,2,14,56,0.253,3.11,5,0,5,1,311,14,29,2,2,8 +brazede01,2002,1,TBA,AL,0,1,2,2,0,0,0,39,12,7,3,6,5,0.279,4.85,0,0,2,0,51,0,7,0,0,4 +brockch01,2002,1,BAL,AL,2,1,22,0,0,0,0,132,52,23,6,14,21,0.297,4.70,1,0,1,0,192,3,24,0,2,6 +brohatr01,2002,1,SFN,NL,0,1,11,0,0,0,0,17,5,4,1,1,3,0.227,6.35,0,0,2,0,25,2,4,0,0,0 +broweji01,2002,1,CIN,NL,2,0,22,0,0,0,0,118,38,17,2,10,24,0.260,3.89,1,0,0,0,158,11,18,1,1,8 +broweji01,2002,2,MON,NL,1,2,30,0,0,0,0,123,39,22,5,22,33,0.245,4.83,1,1,4,0,186,12,22,1,0,3 +brownke01,2002,1,LAN,NL,3,4,17,10,0,0,0,191,68,34,9,23,58,0.274,4.81,1,2,5,0,278,0,36,2,0,6 +buddimi01,2002,1,MIL,NL,1,2,25,0,0,0,0,119,46,20,5,21,28,0.293,4.54,7,3,1,0,185,6,23,5,1,5 +buehrma01,2002,1,CHA,AL,19,12,34,34,5,2,0,717,236,95,25,61,134,0.260,3.58,7,6,3,1,984,0,102,9,3,24 +bukviry01,2002,1,KCA,AL,1,0,26,0,0,0,0,75,26,17,2,19,20,0.277,6.12,3,1,1,0,121,2,19,4,3,2 +burbada01,2002,1,TEX,AL,4,5,23,18,1,0,0,334,125,67,13,40,70,0.279,5.42,3,9,7,1,499,2,71,2,2,6 +burbada01,2002,2,CLE,AL,1,0,12,3,0,0,0,102,30,17,3,17,25,0.236,4.50,0,0,2,0,147,0,20,0,1,2 +burkejo03,2002,1,BOS,AL,13,8,29,29,1,1,0,519,199,87,25,50,124,0.287,4.53,5,2,8,1,760,0,93,5,4,13 +burneaj01,2002,1,FLO,NL,12,9,31,29,7,5,0,613,153,75,12,90,203,0.209,3.30,5,14,9,0,844,0,84,9,4,14 +bynummi01,2002,1,SDN,NL,1,0,14,3,0,0,0,82,33,16,3,15,17,0.308,5.27,2,2,3,0,130,3,16,3,2,2 +byrdpa01,2002,1,KCA,AL,17,11,33,33,7,2,0,685,224,99,36,38,129,0.256,3.90,1,3,7,1,935,0,111,2,13,17 +cabrejo01,2002,1,MIL,NL,6,10,50,11,0,0,0,310,131,78,23,36,61,0.314,6.79,9,3,9,0,474,8,84,8,4,4 +callami01,2002,1,ANA,AL,2,1,6,6,0,0,0,103,31,16,4,11,23,0.235,4.19,0,2,3,0,147,0,20,1,0,5 +carpech01,2002,1,TOR,AL,4,5,13,13,1,0,0,220,89,43,11,27,45,0.306,5.28,0,3,4,0,327,0,45,1,4,8 +carragi01,2002,1,LAN,NL,6,3,63,1,0,0,1,272,83,33,14,32,56,0.243,3.28,4,1,6,0,387,13,34,6,2,3 +cartela02,2002,1,TBA,AL,2,0,8,0,0,0,2,61,15,3,2,5,14,0.203,1.33,1,0,0,0,79,7,3,0,0,3 +cassisc01,2002,1,TOR,AL,1,4,58,0,0,0,0,198,52,42,12,32,48,0.222,5.73,3,2,7,0,282,17,42,4,5,5 +castifr01,2002,1,BOS,AL,6,15,36,23,0,0,1,490,174,92,19,58,112,0.274,5.07,6,1,7,2,711,2,101,1,11,9 +cerdaja01,2002,1,NYN,NL,0,0,32,0,0,0,0,77,22,7,0,14,21,0.232,2.45,0,0,1,1,113,7,7,0,3,1 +chacosh01,2002,1,COL,NL,5,11,21,21,0,0,0,358,122,76,25,60,67,0.263,5.73,3,0,7,1,537,0,84,5,2,9 +chenbr01,2002,1,NYN,NL,0,0,1,0,0,0,0,2,1,0,0,0,0,0.333,0.00,0,0,0,0,3,0,0,0,0,0 +chenbr01,2002,2,MON,NL,2,3,15,5,0,0,0,112,47,29,9,23,43,0.303,6.99,3,3,1,0,179,4,29,0,0,4 +chenbr01,2002,3,CIN,NL,0,2,39,1,0,0,0,119,37,19,7,20,37,0.243,4.31,2,1,1,0,178,5,24,2,3,1 +chiassc01,2002,1,CHN,NL,0,0,4,0,0,0,0,14,11,12,2,6,3,0.440,23.14,1,0,0,0,31,0,12,0,0,0 +childma01,2002,1,MIL,NL,0,0,8,0,0,0,0,27,13,12,2,8,6,0.342,12.00,1,0,1,0,48,2,12,1,0,1 +choatra01,2002,1,NYA,AL,0,0,18,0,0,0,0,67,18,15,1,15,17,0.217,6.04,0,3,3,0,101,11,18,0,0,2 +chrisja01,2002,1,SFN,NL,0,1,6,0,0,0,0,15,6,3,1,2,1,0.316,5.40,0,0,0,0,21,2,3,0,0,1 +clemema01,2002,1,CHN,NL,12,11,32,32,3,2,0,615,162,82,18,85,215,0.215,3.60,7,7,6,0,858,0,84,11,4,17 +clemero02,2002,1,NYA,AL,13,6,29,29,0,0,0,540,172,87,18,63,192,0.250,4.35,6,14,7,0,768,0,94,5,5,9 +cocopa01,2002,1,TOR,AL,0,1,2,0,0,0,0,3,4,2,0,3,0,0.571,18.00,1,0,0,0,10,1,2,0,0,0 +coggida01,2002,1,PHI,NL,2,5,38,7,0,0,0,231,65,40,4,51,64,0.231,4.68,3,11,4,0,339,7,42,1,2,9 +colomje01,2002,1,TBA,AL,2,7,32,0,0,0,0,124,56,38,6,33,33,0.341,8.27,5,5,2,0,204,15,41,4,1,4 +colonba01,2002,1,CLE,AL,10,4,16,16,4,2,0,349,104,33,11,31,75,0.245,2.55,1,3,2,0,467,0,37,6,3,15 +colonba01,2002,2,MON,NL,10,4,17,17,4,1,0,351,115,43,9,39,74,0.259,3.31,4,1,0,0,499,0,48,13,3,15 +condrcl01,2002,1,SDN,NL,1,2,9,3,0,0,0,80,20,5,1,8,16,0.217,1.69,1,1,2,1,106,2,7,2,2,3 +cookaa01,2002,1,COL,NL,2,1,9,5,0,0,0,107,41,18,4,13,14,0.295,4.54,0,0,2,0,154,1,18,0,0,8 +cookde01,2002,1,ANA,AL,1,1,37,0,0,0,0,72,21,9,2,10,13,0.241,3.38,0,0,1,0,100,5,9,0,2,3 +coopebr01,2002,1,TOR,AL,0,1,2,2,0,0,0,25,14,13,5,4,3,0.400,14.04,0,1,0,0,41,0,13,1,1,0 +cordefr01,2002,1,TEX,AL,2,0,39,0,0,0,10,136,33,9,2,13,41,0.204,1.79,1,1,2,0,177,25,12,0,0,4 +coreybr01,2002,1,LAN,NL,0,0,1,0,0,0,0,3,0,0,0,0,0,0.000,0.00,0,0,0,0,3,1,0,0,0,0 +coreyma02,2002,1,NYN,NL,0,3,12,0,0,0,0,30,10,5,2,8,9,0.250,4.50,1,1,1,0,49,5,7,0,0,1 +coreyma02,2002,2,COL,NL,0,0,14,0,0,0,0,36,22,16,7,8,12,0.400,12.00,1,0,2,0,66,3,16,1,0,2 +cormirh01,2002,1,PHI,NL,5,6,54,0,0,0,0,180,61,35,6,32,49,0.266,5.25,6,4,4,0,268,7,38,0,2,10 +cornena01,2002,1,DET,AL,1,5,9,9,1,0,0,150,63,28,6,18,23,0.303,5.04,0,2,2,0,230,0,33,1,1,6 +creekdo01,2002,1,TBA,AL,2,1,29,0,0,0,0,112,39,26,8,21,37,0.264,6.27,1,2,3,0,172,6,27,0,0,2 +creekdo01,2002,2,SEA,AL,1,1,23,0,0,0,0,55,18,10,2,14,19,0.257,4.91,1,2,4,0,90,11,10,1,1,1 +cressja01,2002,1,MIN,AL,0,1,23,0,0,0,0,96,40,21,6,19,22,0.305,5.91,4,1,1,0,154,4,25,1,2,2 +crudami01,2002,1,SLN,NL,3,0,49,1,0,0,0,158,43,11,3,14,47,0.228,1.88,2,3,1,0,213,14,11,3,6,2 +cruzju02,2002,1,CHN,NL,3,11,45,9,0,0,1,292,84,43,11,59,81,0.241,3.98,4,1,8,0,431,14,56,7,8,7 +cruzne01,2002,1,HOU,NL,2,6,43,5,0,0,0,235,90,39,12,29,61,0.285,4.48,4,4,6,0,360,11,44,5,3,3 +cunnawi01,2002,1,CHN,NL,1,1,16,0,0,0,0,79,27,16,5,13,30,0.270,5.47,1,1,1,0,115,2,16,1,0,4 +cyrer01,2002,1,SDN,NL,0,1,5,0,0,0,0,18,6,7,0,6,4,0.286,10.50,1,0,0,0,29,0,7,1,1,1 +daalom01,2002,1,LAN,NL,11,9,39,23,0,0,0,484,142,70,20,54,105,0.239,3.90,3,0,4,0,668,3,73,11,4,18 +damicje01,2002,1,NYN,NL,6,10,29,22,1,1,0,437,152,80,20,37,101,0.267,4.94,8,0,3,0,621,1,84,8,4,9 +darenvi01,2002,1,FLO,NL,1,2,42,0,0,0,0,145,61,33,10,26,33,0.305,6.14,4,0,2,0,233,13,34,2,3,4 +daveyto01,2002,1,SDN,NL,1,0,19,0,0,0,0,63,23,13,2,11,21,0.288,5.57,1,1,3,0,97,2,14,0,3,1 +davisdo02,2002,1,TEX,AL,3,5,10,10,1,1,0,179,67,33,7,22,28,0.290,4.98,0,2,3,2,262,0,36,3,3,10 +davisja02,2002,1,CLE,AL,1,0,3,2,0,0,0,44,12,3,1,4,11,0.218,1.84,0,0,0,1,60,0,3,1,0,1 +daviska01,2002,1,NYN,NL,1,1,16,0,0,0,0,42,15,11,2,11,24,0.273,7.07,2,1,1,0,70,5,11,2,1,0 +dawlejo01,2002,1,ATL,NL,0,0,1,0,0,0,0,1,0,0,0,0,1,0.000,0.00,0,0,0,0,1,1,0,0,0,0 +dayza01,2002,1,MON,NL,4,1,19,2,0,0,1,112,28,15,3,15,25,0.207,3.62,2,1,1,0,153,5,18,1,1,4 +dejeami01,2002,1,MIL,NL,1,5,68,0,0,0,27,225,66,26,7,39,65,0.237,3.12,8,7,2,0,326,60,28,4,2,6 +deloslu02,2002,1,TBA,AL,0,3,3,3,0,0,0,42,24,18,5,4,7,0.387,11.57,0,0,3,0,71,0,19,0,2,2 +delosva01,2002,1,MIL,NL,2,3,51,0,0,0,0,173,42,20,4,26,38,0.211,3.12,3,1,2,0,237,12,21,3,7,4 +dempsry01,2002,1,FLO,NL,5,8,18,18,3,0,0,361,126,64,12,55,87,0.281,4.79,1,0,7,0,521,0,66,7,3,11 +dempsry01,2002,2,CIN,NL,5,5,15,15,1,0,0,266,102,61,16,38,66,0.293,6.19,1,2,3,0,394,0,61,2,3,12 +depause01,2002,1,CLE,AL,1,1,5,0,0,0,0,19,11,9,3,3,8,0.367,12.79,0,0,0,0,33,1,9,0,0,0 +desseel01,2002,1,CIN,NL,7,8,30,30,0,0,0,534,173,60,24,49,93,0.257,3.03,8,3,7,1,737,0,70,7,1,19 +dewitma01,2002,1,SDN,NL,0,1,5,0,0,0,0,22,6,1,1,3,5,0.231,1.23,0,0,0,0,30,4,2,0,1,0 +diggibe01,2002,1,MIL,NL,0,4,5,5,0,0,0,72,28,23,4,18,15,0.298,8.63,1,3,1,1,118,0,24,3,2,2 +donnebr01,2002,1,ANA,AL,1,1,46,0,0,0,1,149,32,12,2,19,54,0.184,2.17,3,1,2,0,199,11,13,3,1,1 +doteloc01,2002,1,HOU,NL,6,4,83,0,0,0,6,292,58,20,7,27,118,0.173,1.85,2,2,4,0,376,22,21,3,7,4 +douglse01,2002,1,BAL,AL,0,5,15,8,0,0,0,160,58,36,10,35,44,0.283,6.08,2,3,2,0,245,2,41,2,1,8 +dresery01,2002,1,CLE,AL,10,9,26,26,1,0,0,412,176,100,15,62,102,0.317,6.55,1,11,6,0,635,0,104,3,9,9 +drewti01,2002,1,MON,NL,1,0,7,1,0,0,2,48,12,5,1,2,10,0.200,2.81,0,0,0,0,64,3,8,1,1,1 +drisktr01,2002,1,BAL,AL,8,8,29,19,0,0,0,398,150,73,21,48,78,0.284,4.95,1,6,8,0,589,6,78,2,2,9 +duboser01,2002,1,BAL,AL,0,0,4,0,0,0,0,18,7,2,1,1,4,0.304,3.00,0,0,1,0,25,2,2,0,0,2 +duckwbr01,2002,1,PHI,NL,8,9,30,29,0,0,0,489,167,98,26,69,167,0.261,5.41,5,10,7,0,725,0,103,7,3,4 +duffma01,2002,1,SLN,NL,0,0,7,0,0,0,0,17,3,3,0,8,4,0.150,4.76,2,0,0,0,28,1,3,0,0,0 +duncaco01,2002,1,CHN,NL,0,0,2,0,0,0,0,7,2,0,0,1,1,0.222,0.00,0,0,0,0,10,1,0,0,0,0 +durbich01,2002,1,KCA,AL,0,1,2,2,0,0,0,25,13,11,3,4,5,0.342,11.88,0,0,1,0,43,0,11,0,0,0 +durocja01,2002,1,MIL,NL,1,1,39,0,0,0,0,144,27,10,3,21,44,0.164,1.88,2,1,2,0,189,10,13,0,1,5 +eatonad01,2002,1,SDN,NL,1,1,6,6,0,0,0,100,28,20,5,17,25,0.235,5.40,0,2,2,0,142,0,20,2,2,3 +eckener01,2002,1,DET,AL,1,0,7,0,0,0,0,24,14,5,1,2,13,0.378,5.63,0,0,0,0,39,2,5,0,0,0 +eischjo01,2002,1,MON,NL,6,1,59,0,0,0,2,161,43,8,1,18,51,0.224,1.34,5,6,2,1,217,18,11,3,2,5 +elderda01,2002,1,CLE,AL,0,2,15,0,0,0,0,69,18,8,1,14,23,0.220,3.13,3,0,1,0,100,3,10,1,2,3 +ellisro02,2002,1,LAN,NL,0,1,3,0,0,0,0,8,6,3,1,0,0,0.462,10.13,0,0,0,0,13,0,3,0,0,1 +embreal01,2002,1,SDN,NL,3,4,36,0,0,0,0,86,23,4,2,9,38,0.211,1.26,2,1,0,0,118,13,7,0,0,1 +embreal01,2002,2,BOS,AL,1,2,32,0,0,0,2,100,24,11,4,11,43,0.203,2.97,1,0,1,0,133,7,12,1,2,2 +ennisjo01,2002,1,ATL,NL,0,0,1,1,0,0,0,12,5,2,0,3,1,0.385,4.50,0,0,0,0,18,0,2,1,1,1 +ericksc01,2002,1,BAL,AL,5,12,29,28,3,1,0,482,192,99,20,68,74,0.303,5.55,2,5,8,0,719,0,109,3,7,22 +escobke01,2002,1,TOR,AL,5,7,76,0,0,0,38,234,75,37,10,44,85,0.246,4.27,6,4,5,0,355,68,39,1,0,3 +estessh01,2002,1,NYN,NL,4,9,23,23,1,1,0,398,133,67,12,66,92,0.267,4.55,9,2,5,1,580,0,70,7,4,19 +estessh01,2002,2,CIN,NL,1,3,6,6,0,0,0,84,38,24,1,17,17,0.345,7.71,0,1,4,0,133,0,24,0,2,7 +eyresc01,2002,1,TOR,AL,2,4,49,3,0,0,0,190,69,35,4,29,51,0.278,4.97,7,4,0,0,283,3,37,2,4,5 +eyresc01,2002,2,SFN,NL,0,0,21,0,0,0,0,34,11,2,0,7,7,0.256,1.59,1,1,0,0,50,3,4,0,0,2 +farnsje01,2002,1,DET,AL,2,3,44,0,0,0,0,210,100,45,6,29,28,0.338,5.79,8,6,2,1,331,15,47,3,1,7 +farnsky01,2002,1,CHN,NL,4,6,45,0,0,0,1,140,53,38,9,24,46,0.293,7.33,7,1,1,0,213,17,47,2,5,3 +fasseje01,2002,1,CHN,NL,5,6,57,0,0,0,0,153,65,35,5,22,44,0.313,6.18,5,2,3,1,240,17,37,6,1,5 +fasseje01,2002,2,SLN,NL,3,0,16,0,0,0,0,54,16,6,4,5,12,0.232,3.00,0,0,0,0,75,1,6,1,0,0 +felicpe01,2002,1,NYN,NL,0,0,6,0,0,0,0,18,9,5,0,1,4,0.360,7.50,0,0,0,0,26,3,5,0,0,1 +fernaja01,2002,1,CIN,NL,1,3,14,8,0,0,0,152,59,25,5,24,36,0.294,4.44,1,3,3,0,231,2,31,1,2,2 +fettemi01,2002,1,PIT,NL,1,0,32,0,0,0,0,91,25,11,3,18,29,0.219,3.26,1,2,1,0,134,13,13,0,1,2 +fettemi01,2002,2,ARI,NL,2,3,33,0,0,0,0,74,28,14,1,19,24,0.292,5.11,5,6,2,0,118,9,18,0,1,3 +fieldna01,2002,1,KCA,AL,0,0,5,0,0,0,0,15,8,5,2,3,3,0.364,9.00,1,2,0,0,26,0,5,1,0,1 +figuene01,2002,1,MIL,NL,1,7,30,11,0,0,0,279,96,52,18,37,51,0.270,5.03,6,5,4,0,412,4,59,11,5,5 +fikacje01,2002,1,SDN,NL,4,7,65,0,0,0,0,207,74,41,13,34,66,0.267,5.35,8,6,3,1,318,15,50,2,2,5 +filebo01,2002,1,TOR,AL,0,1,5,0,0,0,0,10,8,7,0,2,2,0.471,18.90,0,0,0,0,20,3,7,1,0,0 +finlech01,2002,1,CLE,AL,4,11,18,18,1,0,0,316,114,52,6,48,91,0.284,4.44,3,1,0,0,458,0,56,3,5,14 +finlech01,2002,2,SLN,NL,7,4,14,14,1,1,0,256,69,36,7,30,83,0.219,3.80,3,2,1,0,351,0,41,4,1,6 +fioreto01,2002,1,MIN,AL,10,3,48,2,0,0,0,273,74,32,10,43,55,0.224,3.16,4,2,5,0,385,11,32,4,2,6 +fitzgbr01,2002,1,SEA,AL,0,0,6,0,0,0,0,19,11,6,2,2,3,0.344,8.53,0,0,1,0,36,3,8,0,1,0 +florera01,2002,1,TEX,AL,0,0,20,0,0,0,1,36,11,6,2,8,7,0.268,4.50,2,3,0,0,52,5,7,1,2,2 +florera01,2002,2,COL,NL,0,2,8,2,0,0,0,51,29,18,5,8,7,0.382,9.53,1,1,3,0,88,4,19,1,0,2 +foggjo01,2002,1,PIT,NL,12,12,33,33,0,0,0,583,199,94,28,69,113,0.267,4.35,12,2,8,0,832,0,102,6,3,22 +fossuca01,2002,1,BOS,AL,5,4,43,12,0,0,1,320,113,41,12,30,101,0.268,3.46,0,3,4,0,461,13,56,2,4,7 +fostejo01,2002,1,ATL,NL,1,0,5,0,0,0,0,15,6,6,3,6,6,0.286,10.80,0,0,1,0,28,0,6,0,0,1 +foulkke01,2002,1,CHA,AL,2,4,65,0,0,0,11,233,65,25,7,13,58,0.225,2.90,2,1,2,0,306,35,26,2,0,7 +foxch02,2002,1,MIL,NL,1,0,3,0,0,0,0,14,6,3,0,5,3,0.316,5.79,1,0,0,0,25,0,3,1,0,0 +frankry01,2002,1,SEA,AL,7,5,41,12,0,0,0,356,117,53,14,22,65,0.255,4.02,1,0,5,0,495,10,62,5,5,3 +frankwa01,2002,1,MIL,NL,2,1,4,4,0,0,0,72,16,7,1,17,17,0.188,2.63,1,0,0,0,103,0,8,1,0,1 +fredeke01,2002,1,MIN,AL,0,0,8,0,0,0,0,35,13,13,3,10,5,0.283,10.03,0,2,0,0,56,3,13,0,0,2 +fuentbr01,2002,1,COL,NL,2,0,31,0,0,0,0,80,25,14,4,13,38,0.250,4.73,0,1,3,0,118,9,14,0,2,2 +fultzaa01,2002,1,SFN,NL,2,2,43,0,0,0,0,124,47,22,4,19,31,0.294,4.79,3,1,3,0,185,12,22,2,1,4 +fyhrimi01,2002,1,OAK,AL,2,4,16,4,0,0,0,146,46,24,3,20,29,0.246,4.44,1,1,4,1,212,2,25,1,0,3 +gagneer01,2002,1,LAN,NL,4,1,77,0,0,0,52,247,55,18,6,16,114,0.189,1.97,4,1,2,0,314,68,18,3,2,4 +garceri01,2002,1,BOS,AL,0,1,26,0,0,0,0,64,21,18,4,12,16,0.273,7.59,2,0,3,0,97,7,20,2,3,1 +garcifr02,2002,1,SEA,AL,16,10,34,34,1,0,0,671,227,109,30,63,181,0.260,4.39,3,7,6,1,955,0,110,4,8,15 +garcire01,2002,1,TEX,AL,0,0,3,0,0,0,0,6,7,7,3,1,2,0.538,31.50,0,1,0,0,14,1,7,0,0,0 +gardnle01,2002,1,TBA,AL,1,1,12,0,0,0,0,40,12,6,3,8,8,0.235,4.05,0,0,3,0,65,3,11,1,2,2 +garlajo01,2002,1,CHA,AL,12,12,33,33,1,1,0,578,188,98,23,83,112,0.258,4.58,1,5,9,0,827,0,109,3,4,32 +georgch02,2002,1,KCA,AL,0,4,6,6,0,0,0,82,37,17,2,8,13,0.325,5.60,0,1,1,0,124,0,17,0,1,2 +germafr01,2002,1,DET,AL,1,0,7,0,0,0,1,20,3,0,0,2,6,0.150,0.00,1,0,1,0,25,1,0,2,0,0 +gintema01,2002,1,CHA,AL,1,0,33,0,0,0,1,163,59,27,6,21,37,0.278,4.47,0,2,1,0,236,15,34,0,2,10 +glavito02,2002,1,ATL,NL,18,11,36,36,2,1,0,674,210,74,21,78,127,0.252,2.96,8,2,8,0,936,0,85,12,6,23 +glovega01,2002,1,CHA,AL,7,8,41,22,0,0,1,415,136,80,21,52,70,0.253,5.20,1,6,7,0,604,10,86,6,2,2 +gomeswa01,2002,1,BOS,AL,1,2,20,0,0,0,1,64,20,11,2,12,15,0.241,4.64,2,0,3,0,99,8,11,1,0,2 +gordoto01,2002,1,CHN,NL,1,1,19,0,0,0,0,71,27,9,1,10,31,0.293,3.42,1,0,1,0,104,7,12,1,0,3 +gordoto01,2002,2,HOU,NL,0,2,15,0,0,0,0,57,15,7,2,6,17,0.217,3.32,2,0,0,0,77,3,7,2,0,0 +gracema01,2002,1,ARI,NL,0,0,1,0,0,0,0,3,1,1,1,0,0,0.250,9.00,0,0,0,0,4,1,1,0,0,0 +graveda01,2002,1,CIN,NL,7,3,68,4,0,0,32,296,99,35,7,25,58,0.264,3.19,9,5,3,0,412,54,37,3,6,8 +greisse01,2002,1,DET,AL,2,2,8,8,0,0,0,113,46,26,4,13,14,0.303,6.21,2,0,1,0,168,0,26,1,1,2 +grimsja01,2002,1,KCA,AL,4,7,70,0,0,0,1,214,64,31,4,37,59,0.236,3.91,8,8,1,0,310,26,32,1,0,7 +groombu01,2002,1,BAL,AL,3,2,70,0,0,0,2,186,44,11,4,12,48,0.196,1.60,3,0,2,0,239,17,11,0,1,6 +gryboke01,2002,1,ATL,NL,2,1,57,0,0,0,0,155,50,20,6,37,33,0.256,3.48,5,2,5,0,238,10,20,1,0,5 +guarded01,2002,1,MIN,AL,1,3,68,0,0,0,45,203,53,22,9,18,70,0.215,2.93,2,0,1,0,270,62,22,2,2,3 +guthrma01,2002,1,NYN,NL,5,3,68,0,0,0,1,144,35,13,3,19,44,0.207,2.44,3,4,1,0,190,13,13,0,1,10 +hackmlu01,2002,1,SLN,NL,5,4,43,6,0,0,0,243,90,37,7,39,46,0.287,4.11,3,7,4,1,366,9,42,3,6,8 +halamjo01,2002,1,SEA,AL,6,5,31,10,0,0,0,303,112,40,9,33,70,0.281,3.56,5,2,1,1,438,12,45,3,2,10 +hallaro01,2002,1,TOR,AL,19,7,34,34,2,1,0,718,223,78,10,62,168,0.244,2.93,6,4,7,1,993,0,93,9,2,24 +hamiljo02,2002,1,CIN,NL,4,10,39,17,0,0,1,374,136,73,11,50,85,0.279,5.27,2,5,6,0,554,9,78,7,3,11 +hammoch01,2002,1,ATL,NL,7,2,63,0,0,0,0,228,53,8,1,31,63,0.195,0.95,9,1,1,0,311,6,15,5,2,7 +hamptmi01,2002,1,COL,NL,7,15,30,30,0,0,0,536,228,122,24,91,74,0.313,6.15,4,9,7,2,838,0,135,2,9,28 +hancojo01,2002,1,BOS,AL,0,1,3,1,0,0,0,22,5,3,1,2,6,0.200,3.68,0,0,0,0,28,2,3,1,0,0 +haneych01,2002,1,BOS,AL,0,0,24,0,0,0,1,90,32,14,2,10,15,0.274,4.20,2,0,4,0,134,11,14,0,3,3 +haranaa01,2002,1,OAK,AL,5,4,16,15,0,0,0,235,78,42,7,45,64,0.261,4.83,2,1,3,0,354,0,44,3,4,8 +harpetr01,2002,1,TBA,AL,5,9,37,7,0,0,1,257,101,52,14,27,60,0.289,5.46,3,2,9,0,394,16,54,5,4,3 +hasegsh01,2002,1,SEA,AL,8,3,53,0,0,0,1,211,60,25,4,30,39,0.238,3.20,8,0,2,1,288,20,26,3,1,13 +hawkila01,2002,1,MIN,AL,6,0,65,0,0,0,0,241,63,19,5,15,63,0.217,2.13,1,5,0,0,310,15,23,2,3,9 +hayneji01,2002,1,CIN,NL,15,10,34,34,0,0,0,590,210,90,21,81,126,0.278,4.12,4,6,3,0,852,0,97,7,6,25 +helliri01,2002,1,ARI,NL,10,12,30,30,0,0,0,527,180,88,31,48,120,0.264,4.51,6,7,6,1,751,0,94,10,6,11 +hendrma01,2002,1,TOR,AL,3,0,16,4,0,0,0,110,25,10,1,12,21,0.202,2.45,3,0,2,0,142,0,11,2,2,5 +henrios01,2002,1,DET,AL,1,1,30,0,0,0,2,84,19,14,5,15,23,0.196,4.50,4,3,1,0,115,12,14,1,1,0 +hentgpa01,2002,1,BAL,AL,0,4,4,4,0,0,0,66,31,19,6,10,11,0.337,7.77,0,1,0,0,103,0,20,0,1,3 +heredfe01,2002,1,TOR,AL,1,2,53,0,0,0,0,157,51,21,5,26,31,0.256,3.61,3,5,2,0,232,15,29,3,2,6 +hergema01,2002,1,MON,NL,2,5,62,0,0,0,6,194,80,29,10,26,50,0.305,4.04,8,3,2,0,298,25,33,6,2,5 +hermadu01,2002,1,BOS,AL,1,1,12,1,0,0,0,66,35,19,3,7,13,0.354,7.77,0,2,0,0,107,4,19,0,1,2 +hernaad01,2002,1,NYA,AL,0,1,2,1,0,0,0,18,10,8,2,6,9,0.357,12.00,0,1,0,0,34,0,8,0,0,0 +hernaca03,2002,1,HOU,NL,7,5,23,21,0,0,0,333,112,54,11,61,93,0.261,4.38,5,1,3,2,495,0,56,2,0,8 +hernali01,2002,1,SFN,NL,12,16,33,33,5,3,0,648,233,105,19,71,134,0.283,4.38,5,1,4,1,921,0,113,14,8,29 +hernaor01,2002,1,NYA,AL,8,5,24,22,0,0,1,438,131,59,17,36,113,0.236,3.64,2,8,8,0,606,1,63,1,5,3 +hernaro01,2002,1,KCA,AL,1,3,53,0,0,0,26,156,62,25,6,12,39,0.300,4.33,2,3,3,0,227,42,29,4,1,5 +hernaru03,2002,1,KCA,AL,4,4,12,12,0,0,0,223,79,36,8,22,45,0.273,4.36,0,2,1,0,316,0,36,1,3,9 +herreal01,2002,1,CLE,AL,0,0,5,0,0,0,0,16,3,0,0,1,5,0.158,0.00,0,0,0,0,20,1,0,0,0,0 +hiljuer01,2002,1,OAK,AL,3,3,9,9,0,0,0,137,52,33,11,21,29,0.284,6.50,1,1,0,0,206,0,36,1,1,2 +hillje02,2002,1,KCA,AL,0,1,10,0,0,0,0,28,8,4,1,8,7,0.235,3.86,1,1,0,0,43,6,4,0,1,1 +hitchst01,2002,1,NYA,AL,1,2,20,2,0,0,0,118,57,24,4,15,31,0.326,5.49,3,1,1,0,193,11,29,1,1,1 +hodgetr01,2002,1,ATL,NL,2,0,4,0,0,0,0,35,16,7,2,2,6,0.348,5.40,0,1,1,0,53,0,7,2,2,2 +hoffmtr01,2002,1,SDN,NL,2,5,61,0,0,0,38,178,52,18,2,18,69,0.234,2.73,2,3,1,0,245,52,20,2,2,2 +holmeda01,2002,1,ATL,NL,2,2,55,0,0,0,1,164,41,11,3,12,47,0.210,1.81,4,0,2,0,214,10,12,4,1,6 +holtzmi01,2002,1,OAK,AL,0,0,16,0,0,0,0,42,24,10,3,9,7,0.358,6.43,0,0,1,0,77,7,11,0,0,0 +holtzmi01,2002,2,SDN,NL,2,2,33,0,0,0,0,63,18,11,2,21,19,0.237,4.71,3,3,1,0,101,5,14,0,3,2 +howarbe01,2002,1,SDN,NL,0,1,3,2,0,0,0,32,13,11,4,14,10,0.302,9.28,1,0,0,0,58,0,11,0,1,0 +howrybo01,2002,1,CHA,AL,2,2,47,0,0,0,0,152,45,22,7,17,31,0.245,3.91,2,1,3,0,209,17,22,1,4,8 +howrybo01,2002,2,BOS,AL,1,3,20,0,0,0,0,54,22,10,2,4,14,0.306,5.00,2,1,2,0,83,9,15,3,2,1 +hudsolu01,2002,1,CIN,NL,0,0,3,0,0,0,0,18,5,3,1,6,7,0.227,4.50,0,2,0,0,28,0,5,0,0,0 +hudsoti01,2002,1,OAK,AL,15,9,34,34,4,2,0,715,237,79,19,62,152,0.263,2.98,9,7,8,1,983,0,87,6,5,35 +irabuhi01,2002,1,TEX,AL,3,8,38,2,0,0,16,141,51,30,11,16,30,0.279,5.74,2,3,1,0,204,26,30,2,2,5 +ishiika01,2002,1,LAN,NL,14,10,28,28,0,0,0,462,137,73,20,106,143,0.240,4.27,3,7,4,0,692,0,82,6,5,9 +isrinja01,2002,1,SLN,NL,3,2,60,0,0,0,32,196,46,18,0,18,68,0.199,2.48,1,0,1,0,257,51,22,4,3,4 +izquiha02,2002,1,FLO,NL,2,0,20,2,0,0,0,89,33,15,2,21,20,0.289,4.55,3,0,5,0,144,5,17,1,3,5 +jacksmi02,2002,1,MIN,AL,2,3,58,0,0,0,0,165,59,20,5,13,29,0.284,3.27,3,2,4,0,232,17,20,4,3,9 +jamesde01,2002,1,TBA,AL,0,3,8,6,0,0,0,103,40,25,5,15,17,0.301,6.55,1,2,1,1,150,2,25,0,1,9 +jamesmi01,2002,1,COL,NL,0,0,13,0,0,0,0,34,12,7,2,5,10,0.267,5.56,0,0,1,0,51,6,9,0,0,2 +jarvike01,2002,1,SDN,NL,2,4,7,7,0,0,0,105,36,17,5,10,24,0.269,4.37,1,2,1,0,146,0,19,0,1,4 +jennija01,2002,1,COL,NL,16,8,32,32,0,0,0,556,201,93,26,70,127,0.280,4.52,2,10,8,0,808,0,102,9,3,25 +jensery01,2002,1,SFN,NL,13,8,32,30,1,0,0,515,183,86,21,66,105,0.278,4.51,4,3,5,0,744,0,93,7,8,13 +jimenda01,2002,1,SDN,NL,0,0,1,0,0,0,0,4,0,0,0,0,0,0.000,0.00,0,0,0,0,4,1,0,0,0,0 +jimenja01,2002,1,TBA,AL,0,0,5,0,0,0,0,20,9,4,2,1,5,0.333,5.40,0,0,0,0,29,4,4,0,1,0 +jimenja01,2002,2,DET,AL,0,0,1,0,0,0,0,2,3,2,0,1,0,0.500,27.00,0,0,0,0,7,0,4,0,0,0 +jimenjo01,2002,1,COL,NL,2,10,74,0,0,0,41,220,76,29,7,11,47,0.265,3.56,4,0,3,0,307,69,34,4,2,5 +johnsja02,2002,1,BAL,AL,5,14,22,22,1,0,0,394,141,67,19,41,97,0.276,4.59,2,4,6,0,561,0,68,0,3,19 +johnsjo08,2002,1,SDN,NL,1,2,16,0,0,0,0,46,15,7,2,5,21,0.250,4.11,1,0,1,0,67,5,8,1,0,0 +johnsra05,2002,1,ARI,NL,24,5,35,35,8,4,0,780,197,67,26,71,334,0.208,2.32,1,3,13,2,1035,0,78,4,2,19 +jonesbo03,2002,1,SDN,NL,7,8,19,18,0,0,0,324,134,66,20,21,60,0.300,5.50,1,1,1,0,474,1,68,3,2,7 +jonesbo04,2002,1,NYN,NL,0,0,12,0,0,0,0,51,20,10,3,11,11,0.299,5.29,2,0,1,0,81,1,11,2,0,1 +jonesbo04,2002,2,SDN,NL,0,0,4,2,0,0,0,29,10,7,1,7,7,0.270,6.52,0,0,0,0,45,0,7,0,1,0 +jonesto02,2002,1,COL,NL,1,4,79,0,0,0,1,247,84,43,10,28,73,0.269,4.70,3,1,3,0,352,20,43,6,3,6 +josepke01,2002,1,SLN,NL,0,1,11,0,0,0,0,33,16,6,1,6,2,0.364,4.91,0,0,2,0,52,6,7,0,0,4 +juliojo01,2002,1,BAL,AL,5,6,67,0,0,0,25,204,55,15,5,27,55,0.213,1.99,3,8,2,0,289,61,22,1,1,3 +jungeer01,2002,1,PHI,NL,2,0,4,1,0,0,0,38,14,2,0,5,11,0.286,1.42,0,0,0,0,56,2,3,2,0,2 +karsast01,2002,1,NYA,AL,6,4,78,0,0,0,12,265,87,32,7,30,65,0.258,3.26,14,4,2,0,379,38,33,7,3,7 +kayeju01,2002,1,SEA,AL,0,0,3,0,0,0,0,9,6,4,0,1,3,0.429,12.00,0,0,0,0,15,2,4,0,0,1 +kellekr01,2002,1,DET,AL,0,0,1,0,0,0,0,3,2,3,1,3,1,0.400,27.00,0,0,0,0,8,1,3,0,0,0 +kennejo04,2002,1,TBA,AL,8,11,30,30,5,1,0,590,204,99,23,55,109,0.269,4.53,0,4,16,0,840,0,114,2,9,22 +kentst01,2002,1,TBA,AL,0,2,34,0,0,0,1,172,67,36,6,38,41,0.294,5.65,0,2,3,3,272,10,41,1,2,8 +kershja01,2002,1,SDN,NL,0,1,15,0,0,0,0,56,15,12,2,10,11,0.217,5.79,0,0,2,0,81,2,14,0,0,2 +kershja01,2002,2,TOR,AL,0,0,10,0,0,0,1,16,5,1,1,4,7,0.227,1.69,1,3,0,0,26,2,2,0,0,0 +kileda01,2002,1,SLN,NL,5,4,14,14,0,0,0,254,82,35,9,28,50,0.257,3.72,1,0,8,0,364,0,36,6,3,6 +kimby01,2002,1,ARI,NL,8,3,72,0,0,0,36,252,64,19,5,26,92,0.208,2.04,2,2,6,0,343,66,20,1,2,7 +kimsu01,2002,1,BOS,AL,2,0,15,2,0,0,0,87,34,24,5,7,18,0.288,7.45,0,2,1,0,128,7,24,0,2,0 +kimsu01,2002,2,MON,NL,1,0,4,3,0,0,0,61,18,2,0,7,11,0.250,0.89,2,0,1,0,80,0,2,0,0,3 +kingra01,2002,1,MIL,NL,3,2,76,0,0,0,0,195,61,22,5,24,50,0.255,3.05,6,0,3,1,273,15,24,5,2,9 +kinnema01,2002,1,MIN,AL,2,7,14,12,0,0,0,198,78,34,13,33,45,0.295,4.64,0,5,1,0,305,1,39,3,4,2 +klinest02,2002,1,SLN,NL,2,1,66,0,0,0,6,175,54,22,3,21,41,0.251,3.39,2,1,1,0,241,17,23,2,2,9 +knighbr01,2002,1,NYA,AL,0,0,7,0,0,0,0,26,11,11,2,5,7,0.306,11.42,0,1,0,0,41,5,12,0,0,1 +knottga01,2002,1,FLO,NL,3,1,28,0,0,0,0,92,21,15,6,16,21,0.193,4.40,0,1,1,0,127,7,15,0,1,3 +kochbi01,2002,1,OAK,AL,11,4,84,0,0,0,44,281,73,34,7,46,93,0.214,3.27,6,5,4,0,398,79,38,6,1,4 +kolbda01,2002,1,TEX,AL,3,6,34,0,0,0,1,96,27,15,1,22,20,0.227,4.22,2,6,1,0,145,14,17,1,2,3 +komiysa01,2002,1,NYN,NL,0,3,25,0,0,0,0,130,53,27,7,12,33,0.301,5.61,4,1,3,0,194,13,29,0,3,3 +koplomi01,2002,1,ARI,NL,6,1,55,0,0,0,0,185,47,23,2,23,46,0.213,3.36,4,1,0,0,249,15,24,4,1,3 +kozlobe01,2002,1,TEX,AL,0,0,2,2,0,0,0,30,11,7,3,11,6,0.289,6.30,0,0,1,0,50,0,7,0,0,1 +lackejo01,2002,1,ANA,AL,9,4,18,18,1,0,0,325,113,44,10,33,69,0.267,3.66,0,7,4,2,465,0,52,0,4,11 +lawrebr02,2002,1,SDN,NL,12,12,35,31,2,2,0,630,230,86,16,52,149,0.281,3.69,6,2,11,1,894,0,97,8,4,29 +leecl02,2002,1,CLE,AL,0,1,2,2,0,0,0,31,6,2,0,8,6,0.171,1.74,1,0,0,1,44,0,2,1,0,0 +leiteal01,2002,1,NYN,NL,13,13,33,33,2,2,0,613,194,79,23,69,172,0.250,3.48,5,1,8,1,868,0,99,12,2,14 +levinal01,2002,1,ANA,AL,4,4,52,0,0,0,5,191,61,30,8,34,40,0.253,4.24,3,2,2,0,286,21,35,2,7,6 +lewisco01,2002,1,TEX,AL,1,3,15,4,0,0,0,103,42,24,4,26,28,0.304,6.29,2,3,2,1,168,4,26,2,0,4 +lidgebr01,2002,1,HOU,NL,1,0,6,1,0,0,0,26,12,6,0,9,12,0.333,6.23,1,0,2,0,48,2,6,1,0,1 +lidleco01,2002,1,OAK,AL,8,10,31,30,2,2,0,576,191,83,17,39,111,0.258,3.89,3,6,6,1,796,0,90,5,6,16 +liebejo01,2002,1,CHN,NL,6,8,21,21,3,0,0,423,153,58,15,12,87,0.277,3.70,2,0,1,0,582,0,64,10,6,8 +ligteke01,2002,1,ATL,NL,3,4,52,0,0,0,0,200,52,22,6,33,51,0.213,2.97,3,1,0,1,281,25,23,3,1,2 +lillyte01,2002,1,NYA,AL,3,6,16,11,2,1,0,230,57,29,10,24,59,0.202,3.40,3,6,5,0,314,1,31,0,3,3 +lillyte01,2002,2,OAK,AL,2,1,6,5,0,0,0,70,23,12,5,7,18,0.253,4.63,0,0,1,1,99,0,12,0,0,2 +limajo01,2002,1,DET,AL,4,6,20,12,0,0,0,205,86,59,12,21,33,0.314,7.77,0,2,2,0,304,3,60,1,6,2 +lincomi01,2002,1,PIT,NL,2,4,55,0,0,0,0,217,80,25,7,27,50,0.290,3.11,8,2,0,0,309,9,28,2,4,10 +linebsc01,2002,1,HOU,NL,0,0,22,0,0,0,0,73,31,19,2,13,24,0.298,7.03,4,0,1,0,120,4,21,0,2,0 +lloydgr01,2002,1,MON,NL,2,3,41,0,0,0,5,92,41,20,5,8,17,0.325,5.87,3,1,1,0,138,14,21,2,1,2 +lloydgr01,2002,2,FLO,NL,2,2,25,0,0,0,0,79,26,13,1,11,20,0.263,4.44,1,1,1,0,115,5,13,2,2,3 +loaizes01,2002,1,TOR,AL,9,10,25,25,3,1,0,454,192,96,18,38,87,0.309,5.71,3,1,4,0,670,0,102,1,6,15 +lohseky01,2002,1,MIN,AL,13,8,32,31,1,1,0,542,181,85,26,70,124,0.259,4.23,2,8,9,0,783,0,92,3,3,13 +loopebr01,2002,1,FLO,NL,2,5,78,0,0,0,13,258,73,30,8,28,55,0.230,3.14,3,1,1,0,349,40,31,3,0,10 +lopezal02,2002,1,ATL,NL,1,4,30,4,0,0,0,167,66,27,1,18,39,0.300,4.37,3,5,0,0,242,14,29,1,3,9 +lopezro01,2002,1,BAL,AL,15,9,33,28,1,0,0,590,172,78,23,62,136,0.234,3.57,4,2,5,1,809,0,83,2,4,15 +lorraan01,2002,1,MIL,NL,0,1,5,1,0,0,0,36,22,15,7,6,10,0.379,11.25,0,0,0,0,65,3,18,1,0,0 +louxsh01,2002,1,DET,AL,0,3,3,3,0,0,0,42,19,14,4,3,7,0.317,9.00,0,1,1,0,64,0,16,0,0,1 +lowede01,2002,1,BOS,AL,21,8,32,32,1,1,0,659,166,63,12,48,127,0.211,2.58,0,5,12,0,854,0,65,5,2,28 +lowese01,2002,1,PIT,NL,4,2,43,1,0,0,0,207,85,41,8,34,57,0.307,5.35,6,1,7,1,326,8,45,5,3,5 +lowese01,2002,2,COL,NL,1,1,8,0,0,0,0,31,16,10,1,7,7,0.348,8.71,0,0,0,0,53,0,13,0,0,3 +lukasma01,2002,1,ANA,AL,2,0,17,0,0,0,0,42,17,6,0,9,15,0.298,3.86,0,0,0,0,67,4,6,0,1,1 +lundqda01,2002,1,SDN,NL,0,0,3,0,0,0,0,8,8,5,0,5,0,0.615,16.88,2,0,1,0,19,2,5,0,0,0 +lyonbr01,2002,1,TOR,AL,1,4,15,10,0,0,0,186,78,45,14,19,30,0.308,6.53,2,2,2,0,279,0,47,3,2,6 +macdomi01,2002,1,KCA,AL,0,1,6,0,0,0,0,27,5,5,0,7,10,0.161,5.00,1,1,0,0,38,1,5,0,0,2 +maddugr01,2002,1,ATL,NL,16,6,34,34,0,0,0,598,194,58,14,45,118,0.257,2.62,7,1,4,0,820,0,67,13,4,24 +madurca01,2002,1,BAL,AL,2,5,12,10,0,0,0,170,64,35,12,22,29,0.279,5.56,1,1,1,0,253,2,37,0,1,4 +magnami01,2002,1,OAK,AL,0,2,32,0,0,0,0,86,38,19,2,11,11,0.317,5.97,1,2,1,1,134,12,22,0,2,3 +mahayro01,2002,1,CHN,NL,2,0,11,0,0,0,0,44,13,14,6,8,14,0.228,8.59,0,0,0,0,65,1,14,0,0,0 +mahompa01,2002,1,CHN,NL,1,1,16,2,0,0,0,98,36,14,3,17,23,0.286,3.86,3,1,1,0,147,2,15,3,0,3 +maireos01,2002,1,FLO,NL,2,3,31,0,0,0,0,101,38,20,7,12,21,0.288,5.35,0,3,0,1,148,10,21,3,1,3 +mallebr01,2002,1,MIL,NL,0,0,5,0,0,0,0,15,7,6,3,3,5,0.350,10.80,1,1,1,0,26,2,6,2,0,0 +mannji01,2002,1,HOU,NL,0,1,17,0,0,0,0,66,19,10,3,7,19,0.235,4.09,1,0,5,0,94,12,10,1,0,0 +mantema01,2002,1,ARI,NL,2,2,31,0,0,0,0,80,28,14,3,12,26,0.257,4.73,0,1,1,0,122,6,15,0,0,1 +manzajo01,2002,1,PIT,NL,0,0,13,0,0,0,0,39,20,11,5,5,4,0.364,7.62,0,0,1,0,61,5,11,0,0,3 +marotmi01,2002,1,DET,AL,6,10,21,21,0,0,0,386,136,64,7,36,58,0.276,4.48,1,4,2,0,538,0,68,5,3,21 +marquja01,2002,1,ATL,NL,8,9,22,22,0,0,0,343,127,64,19,49,84,0.283,5.04,3,4,3,0,507,0,66,4,3,11 +marteda01,2002,1,CHA,AL,1,1,68,0,0,0,10,181,44,19,5,18,72,0.204,2.83,2,3,4,1,240,22,19,1,1,3 +martipe02,2002,1,BOS,AL,20,4,30,30,2,0,0,598,144,50,13,40,239,0.198,2.26,1,3,15,0,787,0,62,2,4,10 +martito02,2002,1,TBA,AL,0,0,2,0,0,0,0,5,5,3,0,1,1,0.500,16.20,0,0,0,0,11,2,3,0,0,0 +mateoju01,2002,1,SEA,AL,0,0,12,0,0,0,0,63,20,10,2,12,15,0.247,4.29,0,1,1,0,94,7,10,0,0,1 +mathetj01,2002,1,HOU,NL,0,0,12,0,0,0,0,55,19,7,2,5,13,0.271,3.44,3,0,0,0,76,4,7,1,0,2 +matthmi01,2002,1,SLN,NL,2,1,43,0,0,0,0,125,40,18,5,22,32,0.260,3.89,2,5,2,0,184,10,21,2,4,6 +matthmi01,2002,2,MIL,NL,0,0,4,0,0,0,0,12,3,2,0,7,2,0.214,4.50,1,0,0,1,21,0,2,0,0,1 +maureda01,2002,1,CLE,AL,0,1,2,0,0,0,0,4,3,2,1,0,0,0.429,13.50,0,0,0,0,7,2,2,0,0,0 +mayda02,2002,1,KCA,AL,4,10,30,21,2,1,0,394,144,78,28,50,95,0.277,5.35,3,2,1,0,579,3,83,3,5,12 +maysjo01,2002,1,MIN,AL,4,8,17,17,1,1,0,286,113,57,14,25,38,0.292,5.38,0,6,2,0,418,0,60,2,2,12 +meadobr01,2002,1,PIT,NL,1,6,11,11,0,0,0,188,62,27,7,14,31,0.256,3.88,8,2,1,0,259,0,29,2,0,8 +mecirji01,2002,1,OAK,AL,6,4,61,0,0,0,1,203,68,32,5,29,53,0.259,4.26,4,4,4,1,304,10,36,4,4,3 +mendora01,2002,1,NYA,AL,8,4,62,0,0,0,4,275,102,35,8,16,61,0.275,3.44,2,1,2,0,394,14,43,1,4,8 +mercahe01,2002,1,PHI,NL,2,2,31,3,0,0,0,117,32,20,2,25,40,0.224,4.62,2,3,3,1,173,7,21,1,1,1 +merckke01,2002,1,COL,NL,3,1,58,0,0,0,0,132,55,30,12,22,37,0.299,6.14,2,1,2,0,208,8,33,0,0,2 +mesajo01,2002,1,PHI,NL,4,6,74,0,0,0,45,227,65,25,5,39,64,0.231,2.97,7,9,4,0,331,64,26,6,1,6 +micelda01,2002,1,TEX,AL,0,2,9,0,0,0,0,25,13,8,1,3,5,0.333,8.64,0,0,0,1,42,5,8,0,0,0 +michach01,2002,1,TEX,AL,0,2,13,0,0,0,0,43,20,7,1,10,5,0.339,4.40,2,1,1,0,71,4,7,0,1,2 +middlja01,2002,1,SDN,NL,1,3,12,2,0,0,0,106,31,20,1,15,28,0.244,5.09,2,2,1,0,149,5,20,3,3,5 +middlja01,2002,2,NYN,NL,1,0,3,3,0,0,0,48,13,7,1,7,14,0.220,3.94,0,0,0,1,67,0,7,1,0,0 +milleju01,2002,1,TOR,AL,9,5,25,18,0,0,0,307,103,63,12,66,68,0.268,5.54,2,6,11,0,469,2,70,1,6,16 +millema01,2002,1,DET,AL,0,0,2,0,0,0,0,2,4,1,1,1,1,0.571,13.50,0,0,0,0,8,0,2,0,0,0 +milletr01,2002,1,MIN,AL,0,0,5,0,0,0,0,12,5,2,0,2,3,0.294,4.50,2,0,0,0,19,3,2,0,0,0 +millewa04,2002,1,HOU,NL,15,4,26,26,1,1,0,494,151,60,14,62,144,0.249,3.28,9,4,6,0,688,0,63,8,5,15 +millwke01,2002,1,ATL,NL,18,8,35,34,1,1,0,651,186,78,16,65,178,0.230,3.24,7,4,8,0,895,0,83,9,4,20 +miltoer01,2002,1,MIN,AL,13,9,29,29,2,1,0,513,173,92,24,30,121,0.258,4.84,0,4,3,0,707,0,96,0,4,12 +mlickda01,2002,1,HOU,NL,4,10,22,16,0,0,0,258,101,51,11,34,57,0.290,5.34,5,3,3,0,391,1,57,3,3,7 +moehlbr01,2002,1,DET,AL,1,1,3,3,0,0,0,59,17,5,3,2,13,0.233,2.29,0,0,0,0,77,0,5,1,1,2 +moehlbr01,2002,2,CIN,NL,2,4,10,9,0,0,0,130,61,29,8,11,18,0.330,6.02,0,0,1,0,201,0,34,3,1,2 +molinga01,2002,1,SLN,NL,1,0,12,0,0,0,0,34,6,2,1,6,4,0.162,1.59,0,0,0,0,43,3,2,0,0,2 +morenju02,2002,1,SDN,NL,0,0,4,0,0,0,0,18,6,5,1,10,3,0.261,7.50,1,0,0,0,34,1,6,0,1,1 +morgami01,2002,1,ARI,NL,1,1,29,0,0,0,0,102,41,20,7,9,13,0.289,5.29,1,3,3,0,156,9,22,2,0,3 +morrima01,2002,1,SLN,NL,17,9,32,32,1,1,0,631,210,80,16,64,171,0.261,3.42,3,3,6,0,890,0,86,7,8,22 +mossda01,2002,1,ATL,NL,12,6,33,29,0,0,0,537,140,68,20,89,111,0.221,3.42,5,13,6,2,743,2,80,12,3,20 +motagu01,2002,1,LAN,NL,1,3,43,0,0,0,0,182,45,28,4,27,49,0.202,4.15,6,3,2,0,256,11,30,3,1,2 +moyerja01,2002,1,SEA,AL,13,8,34,34,4,2,0,692,198,85,28,50,147,0.230,3.32,4,3,9,0,931,0,89,5,7,16 +muldema01,2002,1,OAK,AL,19,7,30,30,2,1,0,622,182,80,21,55,159,0.232,3.47,3,7,11,1,862,0,88,6,4,13 +mulhote01,2002,1,LAN,NL,0,0,21,0,0,0,0,96,45,26,10,7,17,0.331,7.31,0,1,2,0,147,12,29,0,2,6 +mulhote01,2002,2,CLE,AL,3,2,16,3,0,0,0,141,56,24,5,14,21,0.301,4.60,3,0,4,0,210,5,27,2,4,5 +mullesc01,2002,1,KCA,AL,4,5,44,0,0,0,0,120,40,14,5,13,21,0.267,3.15,2,1,2,0,171,10,16,4,2,7 +munrope01,2002,1,HOU,NL,5,5,19,14,0,0,0,242,89,32,5,23,45,0.283,3.57,3,2,3,0,347,0,37,7,0,7 +murrahe01,2002,1,CLE,AL,0,2,9,0,0,0,0,36,12,10,3,7,11,0.267,7.50,0,1,2,0,55,2,10,1,0,2 +mussimi01,2002,1,NYA,AL,18,10,33,33,2,2,0,647,208,97,27,48,182,0.253,4.05,1,7,5,0,886,0,103,5,5,14 +myersbr01,2002,1,PHI,NL,4,5,12,12,1,0,0,216,73,34,11,29,34,0.277,4.25,1,2,6,1,307,0,38,6,2,14 +myersmi01,2002,1,ARI,NL,4,3,69,0,0,0,4,111,39,18,2,17,31,0.275,4.38,0,0,8,0,171,15,18,3,1,3 +myersro01,2002,1,SDN,NL,1,1,14,0,0,0,0,64,29,14,1,10,11,0.333,5.91,0,2,3,0,101,4,20,1,0,5 +myettaa01,2002,1,TEX,AL,2,5,15,12,0,0,0,145,64,54,11,41,48,0.325,10.06,0,5,6,0,249,2,57,1,4,7 +nagych01,2002,1,CLE,AL,1,4,19,7,0,0,0,146,76,48,10,13,22,0.360,8.88,1,1,2,0,230,7,51,2,2,3 +nancesh01,2002,1,MIL,NL,0,0,4,0,0,0,0,19,4,3,1,4,5,0.174,4.26,0,0,0,0,27,0,3,0,0,0 +nathajo01,2002,1,SFN,NL,0,0,4,0,0,0,0,11,1,0,0,0,2,0.083,0.00,0,0,0,0,12,3,0,0,0,0 +neaglde01,2002,1,COL,NL,8,11,35,28,1,0,0,493,170,96,26,63,111,0.266,5.26,5,4,10,1,724,0,101,5,6,12 +nealbl01,2002,1,FLO,NL,3,0,32,0,0,0,0,99,32,10,1,14,33,0.248,2.73,2,4,0,0,144,6,12,1,0,2 +nelsoje01,2002,1,SEA,AL,3,2,41,0,0,0,2,137,36,20,4,27,55,0.221,3.94,3,5,3,0,199,12,20,2,4,1 +nenro01,2002,1,SFN,NL,6,2,68,0,0,0,43,221,64,18,2,20,81,0.232,2.20,8,1,1,0,301,66,19,4,0,6 +neugeni01,2002,1,MIL,NL,1,7,12,12,0,0,0,166,56,29,10,44,47,0.264,4.72,3,5,0,2,260,0,33,3,1,5 +nichtch01,2002,1,COL,NL,1,1,29,0,0,0,0,109,40,18,7,5,25,0.280,4.46,0,1,1,0,151,5,18,1,1,3 +nickldo01,2002,1,PHI,NL,0,0,4,0,0,0,0,13,6,3,2,4,2,0.316,6.23,0,0,0,0,23,4,3,0,0,0 +nickldo01,2002,2,SDN,NL,1,0,10,0,0,0,0,35,20,11,1,9,7,0.357,8.49,0,0,1,0,67,2,13,0,1,1 +nitkocj01,2002,1,TEX,AL,0,1,12,0,0,0,0,41,11,4,0,13,14,0.224,2.63,0,0,0,0,63,2,4,1,0,2 +nomohi01,2002,1,LAN,NL,16,6,34,34,0,0,0,661,189,83,26,101,193,0.236,3.39,5,6,2,0,926,0,92,17,4,16 +nomurta01,2002,1,MIL,NL,0,0,21,0,0,0,0,41,11,13,2,18,9,0.224,8.56,4,2,2,1,71,2,14,0,2,2 +nunezjo02,2002,1,SDN,NL,0,0,1,0,0,0,0,3,0,0,0,1,0,0.000,0.00,0,0,0,0,4,1,0,0,0,0 +nunezvl01,2002,1,FLO,NL,6,5,77,0,0,0,20,293,80,37,8,37,73,0.224,3.41,1,2,0,0,404,43,38,6,4,5 +obermwe01,2002,1,KCA,AL,0,2,2,2,0,0,0,23,14,10,3,2,5,0.378,11.74,0,0,0,0,39,0,10,0,0,0 +ohkato01,2002,1,MON,NL,13,8,32,31,2,0,0,578,194,68,19,45,118,0.264,3.18,7,2,7,1,806,1,83,13,6,12 +oliveda02,2002,1,BOS,AL,4,5,14,9,1,1,0,174,70,30,7,27,32,0.317,4.66,0,1,6,0,258,0,30,1,3,11 +olsenke01,2002,1,FLO,NL,0,5,17,8,0,0,0,167,57,28,5,31,38,0.270,4.53,1,3,1,1,250,3,31,5,2,9 +oropeed01,2002,1,ARI,NL,2,0,32,0,0,0,0,76,39,29,6,15,18,0.348,10.30,0,1,2,1,132,5,30,2,1,0 +oroscje01,2002,1,LAN,NL,1,2,56,0,0,0,1,81,24,9,4,12,22,0.229,3.00,1,2,0,0,119,8,10,1,1,1 +ortizra01,2002,1,ANA,AL,15,9,32,32,4,1,0,652,188,91,40,68,162,0.230,3.77,0,7,5,3,896,0,97,2,5,14 +ortizru01,2002,1,SFN,NL,14,10,33,33,2,0,0,643,191,86,15,94,137,0.241,3.61,5,5,4,0,911,0,89,15,6,19 +osbordo01,2002,1,CHN,NL,0,1,11,0,0,0,0,48,19,11,1,10,13,0.297,6.19,2,0,0,0,77,1,11,2,1,0 +ostinji01,2002,1,MIL,NL,0,2,3,3,0,0,0,36,18,10,3,10,7,0.340,7.50,0,0,0,0,64,0,11,1,0,1 +osunaan01,2002,1,CHA,AL,8,2,59,0,0,0,11,203,64,29,1,28,66,0.250,3.86,4,0,4,1,296,28,32,5,3,4 +oswalro01,2002,1,HOU,NL,19,9,35,34,0,0,0,699,215,78,17,62,208,0.247,3.01,4,3,5,0,956,0,86,12,7,22 +padilvi01,2002,1,PHI,NL,14,11,32,32,1,1,0,618,198,75,16,53,128,0.254,3.28,5,6,15,2,862,0,83,10,3,26 +paniajo01,2002,1,DET,AL,0,1,41,0,0,0,1,125,50,27,10,15,34,0.294,5.83,1,2,3,0,191,15,30,0,3,2 +parkch01,2002,1,TEX,AL,9,8,25,25,0,0,0,437,154,93,20,78,121,0.273,5.75,2,9,17,0,666,0,95,4,3,16 +paronch01,2002,1,CLE,AL,0,2,29,0,0,0,0,107,34,16,3,11,23,0.248,4.04,1,2,2,0,154,11,19,0,4,2 +parquji01,2002,1,CHA,AL,1,4,8,4,0,0,0,76,34,28,11,16,13,0.318,9.95,0,0,1,0,126,0,29,0,2,1 +parrajo01,2002,1,ARI,NL,0,1,16,0,0,0,0,42,13,5,0,11,8,0.255,3.21,2,1,1,0,63,3,5,0,0,2 +parrist01,2002,1,TOR,AL,5,5,14,14,0,0,0,226,96,50,13,35,48,0.314,5.97,5,3,3,0,348,0,50,2,2,10 +patteda04,2002,1,DET,AL,0,2,6,0,0,0,0,9,5,5,0,2,1,0.357,15.00,0,0,1,0,17,1,5,0,0,0 +pattejo02,2002,1,ARI,NL,2,0,7,5,0,0,0,92,27,11,7,7,31,0.235,3.23,0,2,1,0,123,1,11,0,0,1 +pavanca01,2002,1,MON,NL,3,8,15,14,0,0,0,223,98,52,14,31,51,0.318,6.30,5,2,7,1,350,0,55,2,2,7 +pavanca01,2002,2,FLO,NL,3,2,22,8,0,0,0,185,76,26,5,14,41,0.306,3.79,3,1,3,1,269,2,33,2,2,5 +pearcjo01,2002,1,SLN,NL,0,0,3,3,0,0,0,39,20,11,1,8,1,0.377,7.62,0,0,1,0,66,0,13,3,1,2 +pearsja01,2002,1,SDN,NL,0,0,2,0,0,0,0,5,1,0,0,0,3,0.167,0.00,0,0,0,0,6,1,0,0,0,0 +pearste01,2002,1,DET,AL,0,0,4,0,0,0,0,18,8,7,2,2,4,0.320,10.50,1,0,0,0,27,3,7,0,0,1 +peavyja01,2002,1,SDN,NL,6,7,17,17,0,0,0,293,106,49,11,33,90,0.274,4.52,4,4,3,1,430,0,54,5,2,7 +pembeda01,2002,1,MIL,NL,0,1,4,1,0,0,0,26,7,5,1,6,5,0.219,5.19,0,1,0,0,40,1,6,1,1,0 +pennybr01,2002,1,FLO,NL,8,7,24,24,1,1,0,388,148,67,18,50,93,0.288,4.66,7,4,1,0,574,0,76,6,4,13 +percitr01,2002,1,ANA,AL,4,1,58,0,0,0,40,169,38,12,5,25,68,0.188,1.92,1,5,0,0,228,50,12,0,1,2 +perezod01,2002,1,LAN,NL,15,10,32,32,4,2,0,667,182,74,21,38,155,0.226,3.00,5,2,4,3,869,0,76,13,7,18 +perezol01,2002,1,SDN,NL,4,5,16,15,0,0,0,270,71,35,13,48,94,0.218,3.50,1,3,5,0,387,0,37,5,3,8 +perezto03,2002,1,PHI,NL,0,0,1,0,0,0,0,1,0,0,0,0,0,0.000,0.00,0,0,0,0,2,1,0,0,0,0 +perezyo01,2002,1,BAL,AL,0,0,23,0,0,0,1,82,21,10,4,14,25,0.198,3.29,1,3,0,0,120,8,12,0,0,0 +perisma01,2002,1,DET,AL,0,0,5,0,0,0,0,31,16,10,2,6,3,0.372,8.71,0,0,0,0,50,1,11,0,1,2 +persoro01,2002,1,PHI,NL,4,5,16,16,0,0,0,263,79,53,13,51,61,0.241,5.44,0,2,5,0,388,0,58,2,2,5 +pettian01,2002,1,NYA,AL,13,5,22,22,3,1,0,404,144,49,6,32,97,0.272,3.27,2,2,4,1,570,0,58,3,2,16 +phelptr01,2002,1,TBA,AL,1,2,26,0,0,0,0,113,30,20,7,27,36,0.222,4.78,0,6,5,2,169,9,20,0,2,2 +phillja03,2002,1,CLE,AL,1,3,8,6,0,0,0,125,41,23,7,20,23,0.259,4.97,0,0,4,1,185,0,24,1,2,1 +pichahi01,2002,1,HOU,NL,0,1,1,0,0,0,0,1,3,3,0,2,0,0.750,81.00,1,1,0,0,6,0,3,0,0,0 +pickfke01,2002,1,SDN,NL,0,2,16,4,0,0,0,90,37,20,3,20,18,0.314,6.00,1,1,3,0,144,3,23,2,1,3 +pinedlu01,2002,1,CIN,NL,1,3,26,2,0,0,0,97,25,15,4,24,31,0.221,4.18,1,4,2,0,144,9,16,3,2,2 +pineijo01,2002,1,SEA,AL,14,7,37,28,2,1,0,583,189,70,24,54,136,0.256,3.24,1,8,7,0,812,4,75,5,7,23 +plesada01,2002,1,TOR,AL,1,2,19,0,0,0,0,40,11,5,1,6,14,0.216,3.38,0,0,0,0,58,3,5,0,1,0 +plesada01,2002,2,PHI,NL,2,1,41,0,0,0,1,69,16,12,5,12,27,0.190,4.70,3,0,0,0,96,5,12,0,0,0 +politcl01,2002,1,PHI,NL,2,0,13,0,0,0,0,49,19,7,0,9,15,0.288,3.86,1,1,1,0,77,7,10,1,0,0 +politcl01,2002,2,TOR,AL,1,3,55,0,0,0,1,172,38,23,5,19,57,0.186,3.61,1,1,1,0,227,13,23,2,1,2 +ponsosi01,2002,1,BAL,AL,7,9,28,28,3,0,0,528,172,80,26,63,120,0.258,4.09,1,3,2,0,736,0,84,2,3,18 +porzimi01,2002,1,CHA,AL,2,2,32,0,0,0,0,129,40,23,10,23,33,0.248,4.81,2,3,3,1,190,8,25,0,3,6 +potelo01,2002,1,ANA,AL,0,2,31,0,0,0,0,151,33,18,7,26,32,0.194,3.22,2,3,3,0,206,13,20,2,5,2 +powelbr01,2002,1,DET,AL,1,5,13,9,0,0,0,173,64,31,11,21,30,0.278,4.84,0,2,1,0,254,1,34,0,2,2 +powelja04,2002,1,TEX,AL,3,2,51,0,0,0,0,149,50,19,5,24,35,0.253,3.44,4,2,1,0,224,5,28,1,0,3 +prattan01,2002,1,ATL,NL,0,0,1,0,0,0,0,4,1,1,0,4,1,0.200,6.75,0,0,0,0,9,0,1,0,0,0 +prinzbr01,2002,1,ARI,NL,0,2,20,0,0,0,0,40,23,14,1,10,10,0.404,9.45,1,3,1,0,71,5,14,2,1,1 +priorma01,2002,1,CHN,NL,6,6,19,19,1,0,0,350,98,43,14,38,147,0.226,3.32,0,1,7,0,486,0,45,3,4,5 +prokolu01,2002,1,TOR,AL,2,9,22,12,0,0,0,215,90,54,19,25,41,0.302,6.78,2,3,7,1,336,4,57,1,5,2 +puffebr01,2002,1,HOU,NL,3,3,55,0,0,0,0,207,67,34,3,38,48,0.258,4.43,8,2,5,0,310,19,37,5,2,7 +quantpa01,2002,1,LAN,NL,5,4,86,0,0,0,1,230,80,23,1,25,53,0.267,2.70,7,0,3,0,330,22,27,1,1,8 +queveru01,2002,1,MIL,NL,6,11,26,25,1,1,0,417,159,89,28,68,93,0.288,5.76,3,6,4,0,634,0,100,6,3,12 +radkebr01,2002,1,MIN,AL,9,5,21,21,2,1,0,355,124,62,12,20,62,0.272,4.72,0,0,7,0,490,0,64,2,5,10 +rauchjo01,2002,1,CHA,AL,2,1,8,6,0,0,0,86,28,21,7,14,19,0.248,6.59,2,1,2,1,130,1,26,0,1,1 +reamebr01,2002,1,MON,NL,1,4,42,6,0,0,0,204,70,38,8,38,76,0.266,5.03,6,2,3,0,308,7,42,3,1,8 +redditi01,2002,1,HOU,NL,3,6,18,14,0,0,0,220,78,44,10,35,63,0.276,5.40,3,5,0,1,325,1,49,4,3,4 +redmama01,2002,1,DET,AL,8,15,30,30,3,0,0,609,211,95,15,51,109,0.268,4.21,2,11,6,1,858,0,107,5,8,17 +reedri01,2002,1,MIN,AL,15,7,33,32,2,1,0,564,192,79,32,26,121,0.259,3.78,0,1,6,1,778,0,89,1,5,9 +reedst01,2002,1,SDN,NL,2,4,40,0,0,0,1,123,33,9,2,10,36,0.228,1.98,2,1,6,0,166,11,9,5,0,5 +reedst01,2002,2,NYN,NL,0,1,24,0,0,0,0,78,23,6,0,4,14,0.240,2.08,1,1,2,0,103,4,6,1,0,3 +reichda01,2002,1,KCA,AL,3,5,30,6,0,0,0,198,77,39,10,25,36,0.306,5.32,2,3,4,0,290,3,48,6,3,9 +reitsch01,2002,1,CIN,NL,6,12,32,21,1,1,0,415,144,56,17,45,84,0.267,3.64,5,4,5,0,598,6,73,4,4,14 +rekarbr01,2002,1,KCA,AL,0,2,2,2,0,0,0,21,12,12,1,6,2,0.387,15.43,0,1,0,0,38,0,12,0,1,1 +remlimi01,2002,1,ATL,NL,7,3,73,0,0,0,0,204,48,15,3,28,69,0.198,1.99,3,0,1,0,275,7,17,4,0,6 +reyesal01,2002,1,PIT,NL,0,0,15,0,0,0,0,51,9,5,1,7,21,0.161,2.65,0,1,2,0,67,6,5,1,1,0 +reyesde01,2002,1,COL,NL,0,1,43,0,0,0,0,121,43,19,1,24,30,0.279,4.24,3,4,0,0,182,13,19,2,2,6 +reyesde01,2002,2,TEX,AL,4,3,15,5,0,0,0,127,55,30,9,21,29,0.316,6.38,1,6,0,1,196,2,33,1,0,4 +reynoar02,2002,1,ARI,NL,0,0,2,0,0,0,0,5,3,2,0,1,2,0.375,10.80,0,1,0,0,9,1,2,0,0,0 +reynosh01,2002,1,HOU,NL,3,6,13,13,0,0,0,222,80,40,13,26,47,0.274,4.86,2,1,1,0,322,0,43,2,1,7 +rhodear01,2002,1,SEA,AL,10,4,66,0,0,0,2,209,45,18,4,13,81,0.187,2.33,1,2,0,0,257,9,18,2,1,7 +riedljo01,2002,1,CIN,NL,2,4,33,0,0,0,0,140,39,14,2,26,30,0.234,2.70,6,1,3,0,203,7,16,6,1,6 +riggaje01,2002,1,CLE,AL,2,1,29,0,0,0,0,99,53,28,3,18,22,0.373,7.64,4,4,0,1,165,9,28,1,4,2 +rijojo01,2002,1,CIN,NL,5,4,31,9,0,0,0,231,89,44,13,20,38,0.283,5.14,1,1,1,0,340,6,48,4,0,6 +rincoju01,2002,1,MIN,AL,0,2,10,3,0,0,0,86,44,20,5,9,21,0.352,6.28,0,2,0,0,135,0,23,0,1,4 +rincori01,2002,1,CLE,AL,1,4,46,0,0,0,0,107,36,19,3,8,30,0.263,4.79,1,0,1,0,150,6,21,2,2,4 +rincori01,2002,2,OAK,AL,0,0,25,0,0,0,1,61,11,7,1,3,19,0.164,3.10,0,0,0,0,72,3,7,0,2,1 +riskeda01,2002,1,CLE,AL,2,2,51,0,0,0,1,154,49,30,8,35,65,0.257,5.26,4,1,4,0,237,17,32,4,3,5 +ritchto01,2002,1,CHA,AL,5,15,26,23,0,0,0,401,176,90,18,52,77,0.318,6.06,2,10,5,0,623,1,104,6,7,9 +riverma01,2002,1,NYA,AL,1,4,45,0,0,0,28,138,35,14,3,11,41,0.203,2.74,2,1,2,1,187,37,16,2,0,1 +roajo01,2002,1,PHI,NL,4,4,14,11,0,0,0,214,78,32,11,13,35,0.279,4.04,2,0,1,1,298,1,33,1,3,8 +robergr01,2002,1,NYN,NL,3,1,34,0,0,0,0,135,43,11,3,16,31,0.253,2.20,7,0,1,0,192,6,12,3,2,4 +roberje02,2002,1,HOU,NL,0,2,11,1,0,0,0,29,13,7,4,5,6,0.394,6.52,3,2,0,0,46,1,8,5,3,0 +roberna01,2002,1,FLO,NL,0,1,6,1,0,0,0,25,15,11,3,4,3,0.375,11.88,1,0,2,0,46,1,11,0,0,0 +roberwi01,2002,1,BAL,AL,5,4,66,0,0,0,1,225,79,28,5,32,51,0.270,3.36,3,7,4,0,334,24,34,1,4,6 +rockejo01,2002,1,TEX,AL,2,3,30,0,0,0,1,73,29,18,5,13,30,0.299,6.66,1,0,0,0,114,10,19,1,3,2 +rodnefe01,2002,1,DET,AL,1,3,20,0,0,0,0,54,25,12,2,10,10,0.329,6.00,2,0,0,1,89,10,15,2,1,0 +rodrife01,2002,1,SFN,NL,8,6,71,0,0,0,0,207,53,32,5,29,58,0.212,4.17,1,4,4,0,288,12,33,2,3,2 +rodrifr03,2002,1,ANA,AL,0,0,5,0,0,0,0,17,3,0,0,2,13,0.167,0.00,1,0,1,0,21,4,0,0,0,0 +rodrijo02,2002,1,SLN,NL,0,0,2,0,0,0,0,1,4,2,0,2,0,0.800,54.00,0,0,0,0,7,0,2,0,0,0 +rodrijo02,2002,2,MIN,AL,0,1,4,0,0,0,0,11,8,6,0,4,1,0.421,14.73,1,0,0,0,23,1,6,0,0,0 +rodrine01,2002,1,CLE,AL,0,0,1,0,0,0,0,1,0,0,0,0,0,0.000,0.00,0,0,0,0,1,1,0,0,0,0 +rodrine01,2002,2,SLN,NL,0,0,2,0,0,0,0,13,4,2,1,1,2,0.222,4.15,0,0,0,0,19,2,3,0,0,0 +rodriri02,2002,1,TEX,AL,3,2,36,0,0,0,1,50,14,10,1,11,12,0.237,5.40,1,0,1,0,72,6,10,1,0,3 +rodriri03,2002,1,CLE,AL,2,2,7,7,0,0,0,124,40,26,5,18,24,0.255,5.66,3,1,8,0,183,0,27,0,0,7 +rogerke01,2002,1,TEX,AL,13,8,33,33,2,1,0,632,212,90,21,70,107,0.261,3.84,1,5,6,1,892,0,101,3,1,27 +romerjc01,2002,1,MIN,AL,9,2,81,0,0,0,1,243,62,17,3,36,76,0.213,1.89,4,9,4,0,332,15,17,1,0,12 +rueteki01,2002,1,SFN,NL,14,8,33,33,0,0,0,611,204,73,22,54,76,0.262,3.23,7,3,1,0,846,0,83,6,6,26 +rupery01,2002,1,TBA,AL,5,10,15,15,2,0,0,270,83,56,11,25,67,0.243,5.60,0,6,10,0,382,0,60,2,4,6 +ruschgl01,2002,1,MIL,NL,10,16,34,34,4,1,0,632,227,110,30,76,140,0.279,4.70,1,6,5,0,913,0,118,14,5,27 +ryanbj01,2002,1,BAL,AL,2,1,67,0,0,0,1,173,51,30,7,33,56,0.241,4.68,4,4,4,0,252,13,31,3,0,6 +saarlki01,2002,1,HOU,NL,6,7,17,17,1,1,0,256,100,57,12,27,54,0.301,6.01,5,1,6,0,372,0,59,5,2,14 +sabatcc01,2002,1,CLE,AL,13,11,33,33,2,0,0,630,198,102,17,88,149,0.252,4.37,2,6,1,3,891,0,109,5,10,24 +sabeler01,2002,1,DET,AL,0,0,1,0,0,0,0,0,2,2,1,0,0,1.000,,0,0,0,0,2,0,2,0,0,0 +sadleca01,2002,1,CLE,AL,1,2,24,0,0,0,0,61,15,10,2,11,23,0.211,4.43,0,3,0,0,82,5,10,0,0,2 +sanchdu01,2002,1,ARI,NL,0,0,6,0,0,0,0,11,3,2,1,5,4,0.214,4.91,0,0,0,0,19,3,2,0,0,0 +sanchdu01,2002,2,PIT,NL,0,0,3,0,0,0,0,7,3,4,1,2,2,0.300,15.43,0,0,0,0,12,2,4,0,0,0 +sanchje01,2002,1,CHN,NL,0,0,8,0,0,0,0,25,15,12,4,10,6,0.395,12.96,1,3,1,0,51,2,12,0,2,1 +santajo01,2002,1,MIN,AL,8,6,27,14,0,0,1,325,84,36,7,49,137,0.212,2.99,0,15,1,2,452,2,41,3,3,3 +santaju01,2002,1,DET,AL,3,5,38,0,0,0,0,171,49,18,8,28,38,0.238,2.84,2,3,2,1,239,8,19,3,0,6 +santijo03,2002,1,PHI,NL,1,3,42,0,0,0,0,141,56,35,7,15,30,0.290,6.70,1,1,3,0,214,7,35,1,2,2 +santovi01,2002,1,COL,NL,0,4,24,2,0,0,0,78,41,30,3,22,25,0.360,10.38,3,2,0,0,140,6,30,3,1,1 +sasakka01,2002,1,SEA,AL,4,5,61,0,0,0,37,182,44,17,6,20,73,0.201,2.52,4,6,2,0,249,55,24,3,5,3 +sauersc01,2002,1,PIT,NL,5,4,78,0,0,0,0,188,50,16,4,27,70,0.220,2.30,4,2,1,1,255,21,18,0,0,10 +schilcu01,2002,1,ARI,NL,23,7,36,35,5,1,0,778,218,93,29,33,316,0.224,3.23,1,6,3,0,1017,0,95,5,2,11 +schmija01,2002,1,SFN,NL,13,8,29,29,2,2,0,556,148,71,15,73,196,0.218,3.45,1,12,2,0,769,0,78,11,5,11 +schoesc01,2002,1,ANA,AL,9,8,54,15,0,0,1,354,119,64,17,49,65,0.264,4.88,4,1,5,1,510,4,68,1,5,16 +seaneru01,2002,1,TEX,AL,1,3,33,0,0,0,0,99,28,21,5,24,40,0.230,5.73,1,6,0,0,150,4,25,3,1,3 +sedlash01,2002,1,KCA,AL,3,5,16,14,0,0,0,253,99,63,16,36,52,0.303,6.72,2,5,6,0,381,1,64,5,7,6 +seleaa01,2002,1,ANA,AL,8,9,26,26,1,1,0,480,190,87,21,49,82,0.299,4.89,2,5,7,0,706,0,92,5,10,14 +seoja01,2002,1,NYN,NL,0,0,1,0,0,0,0,3,0,0,0,0,1,0.000,0.00,0,0,0,0,3,1,0,0,0,0 +sheetbe01,2002,1,MIL,NL,11,16,34,34,1,0,0,650,237,100,21,70,170,0.281,4.15,10,9,10,0,934,0,105,10,0,19 +shielja01,2002,1,SDN,NL,0,0,3,0,0,0,0,4,7,4,0,3,1,0.700,27.00,0,0,0,0,13,0,4,0,0,1 +shielsc01,2002,1,ANA,AL,5,3,29,1,0,0,0,147,31,12,4,21,30,0.188,2.20,1,3,1,0,188,13,13,1,0,11 +shousbr01,2002,1,KCA,AL,0,0,23,0,0,0,0,44,15,10,3,9,11,0.259,6.14,1,2,2,0,71,7,10,1,1,0 +shueypa01,2002,1,CLE,AL,3,0,39,0,0,0,0,112,31,10,1,10,39,0.225,2.41,1,2,0,0,150,12,11,1,1,5 +shueypa01,2002,2,LAN,NL,5,2,28,0,0,0,1,92,25,15,2,21,24,0.217,4.40,1,1,1,0,138,6,18,0,1,2 +silvaca01,2002,1,PHI,NL,5,0,68,0,0,0,1,252,88,30,4,22,41,0.282,3.21,6,3,4,0,350,21,34,9,3,12 +silvajo01,2002,1,CIN,NL,1,0,12,0,0,0,0,70,25,11,3,10,6,0.294,4.24,3,2,3,0,101,1,11,2,1,2 +simonja01,2002,1,SLN,NL,11,5,24,24,0,0,0,430,134,64,18,54,72,0.253,4.02,4,1,6,0,600,0,68,6,4,14 +smallaa01,2002,1,ATL,NL,0,0,1,0,0,0,0,1,2,1,0,2,1,0.667,27.00,0,1,0,0,5,1,1,0,0,0 +smithbu02,2002,1,SLN,NL,1,5,11,10,0,0,0,144,67,37,4,22,22,0.338,6.94,2,0,3,1,229,1,39,2,4,4 +smithda06,2002,1,MON,NL,1,1,33,0,0,0,2,140,34,18,6,21,34,0.210,3.47,0,1,1,0,188,13,18,2,2,6 +smithmi06,2002,1,TOR,AL,0,3,14,6,0,0,0,106,43,26,3,20,16,0.301,6.62,0,2,7,0,174,3,28,3,1,1 +smithro03,2002,1,CLE,AL,0,0,4,1,0,0,0,18,9,2,1,5,2,0.310,3.00,0,0,1,0,35,1,4,0,0,0 +smithtr01,2002,1,SLN,NL,4,2,12,10,0,0,0,162,69,43,10,20,32,0.322,7.17,0,2,3,0,244,0,44,7,0,5 +smoltjo01,2002,1,ATL,NL,3,2,75,0,0,0,55,241,59,29,4,24,85,0.206,3.25,1,1,0,1,314,68,30,2,1,9 +smythst01,2002,1,CHN,NL,1,3,8,7,0,0,0,78,34,27,9,10,16,0.321,9.35,0,2,1,0,122,0,28,1,4,2 +soriara01,2002,1,SEA,AL,0,3,10,8,0,0,1,142,45,24,8,16,32,0.243,4.56,1,2,0,0,202,1,25,1,0,2 +sosajo02,2002,1,TBA,AL,2,7,31,14,0,0,0,298,88,61,16,54,48,0.236,5.53,0,5,2,0,434,10,63,0,5,6 +sparkst01,2002,1,DET,AL,8,16,32,30,3,0,0,567,238,116,23,67,98,0.306,5.52,3,8,12,2,868,0,134,3,8,17 +speieju01,2002,1,COL,NL,5,1,63,0,0,0,1,187,51,30,9,19,47,0.216,4.33,4,1,3,2,259,7,31,0,1,1 +spoonti01,2002,1,ATL,NL,1,0,51,0,0,0,1,154,38,15,4,26,33,0.207,2.63,5,4,2,0,214,14,16,1,1,8 +sprinde01,2002,1,LAN,NL,0,1,1,0,0,0,0,4,1,1,0,2,1,0.200,6.75,0,0,0,0,7,1,1,0,0,0 +standja01,2002,1,TBA,AL,0,0,1,0,0,0,0,9,7,3,1,4,1,0.500,9.00,0,0,0,0,18,0,3,0,0,1 +stantmi02,2002,1,NYA,AL,7,1,79,0,0,0,6,234,73,26,4,28,44,0.256,3.00,3,4,0,0,324,25,29,4,7,11 +starkde01,2002,1,COL,NL,11,4,32,20,0,0,0,385,108,57,25,64,64,0.225,4.00,4,2,5,0,554,1,69,2,4,11 +stechge01,2002,1,SLN,NL,6,2,29,0,0,0,0,96,27,17,4,17,21,0.235,4.78,1,3,1,0,138,5,19,1,4,2 +steinbl01,2002,1,KCA,AL,0,4,27,2,0,0,1,140,59,41,6,27,42,0.306,7.91,1,1,3,0,227,7,41,1,3,3 +stephga01,2002,1,SLN,NL,2,5,12,10,0,0,0,135,48,27,4,25,34,0.282,5.40,0,2,5,0,205,0,27,4,1,4 +stephjo03,2002,1,BAL,AL,2,5,12,11,0,0,0,195,68,44,13,22,56,0.271,6.09,2,2,3,0,281,0,44,1,4,3 +stewasc01,2002,1,MON,NL,4,2,67,0,0,0,17,192,49,22,4,22,67,0.207,3.09,5,1,1,0,264,28,29,2,2,2 +stoneri01,2002,1,HOU,NL,3,3,78,0,0,0,1,232,78,31,9,34,63,0.266,3.61,3,1,1,0,335,16,36,5,2,7 +stottto01,2002,1,ARI,NL,0,2,5,4,0,0,0,61,26,17,4,7,12,0.313,7.52,0,0,0,0,92,1,17,1,1,2 +stranpa02,2002,1,NYN,NL,0,0,5,0,0,0,0,24,6,1,0,1,4,0.207,1.13,1,0,0,1,30,4,1,0,0,1 +stricsc01,2002,1,MON,NL,0,0,1,0,0,0,0,3,0,0,0,0,2,0.000,0.00,0,0,0,0,3,0,0,0,0,0 +stricsc01,2002,2,NYN,NL,6,9,68,0,0,0,2,203,61,27,7,33,67,0.236,3.59,9,3,2,0,296,21,29,1,2,0 +stullev01,2002,1,MIL,NL,0,1,2,2,0,0,0,30,15,7,0,9,7,0.357,6.30,2,0,1,0,53,0,7,1,0,0 +sturtta01,2002,1,TBA,AL,4,18,33,33,4,0,0,672,271,129,33,89,137,0.302,5.18,2,7,9,2,1008,0,141,7,6,26 +sullisc01,2002,1,CIN,NL,6,5,71,0,0,0,1,236,93,53,15,31,78,0.294,6.06,11,2,5,0,357,16,60,2,3,5 +suppaje01,2002,1,KCA,AL,9,16,33,33,3,1,0,624,229,123,32,68,109,0.279,5.32,3,10,7,1,912,0,134,4,11,16 +suzukma01,2002,1,KCA,AL,0,2,7,1,0,0,0,63,24,21,2,17,15,0.296,9.00,2,6,0,1,100,1,21,1,1,4 +swindgr01,2002,1,ARI,NL,0,2,34,0,0,0,0,99,38,23,9,5,23,0.279,6.27,1,0,0,0,143,5,23,0,2,1 +tallebr01,2002,1,CLE,AL,1,0,2,2,0,0,0,36,9,2,0,4,5,0.214,1.50,0,0,1,0,47,0,3,0,0,1 +tamje01,2002,1,OAK,AL,1,2,40,0,0,0,0,121,56,23,2,13,14,0.333,5.13,5,3,2,0,188,14,26,3,2,7 +tankede01,2002,1,SDN,NL,1,4,17,9,0,0,0,154,59,46,10,40,39,0.304,8.06,3,3,6,0,245,3,46,3,2,6 +tavarju01,2002,1,FLO,NL,10,12,29,27,0,0,0,461,188,92,9,74,67,0.308,5.39,7,7,15,2,714,1,100,13,2,23 +tayloaa01,2002,1,SEA,AL,0,0,5,0,0,0,0,15,8,5,2,0,6,0.348,9.00,0,0,0,0,23,2,5,0,0,0 +tejermi01,2002,1,FLO,NL,8,8,47,18,0,0,1,419,144,69,17,60,95,0.269,4.45,3,3,6,0,611,2,71,5,4,13 +telfoan01,2002,1,TEX,AL,2,1,20,0,0,0,1,71,30,17,3,15,19,0.316,6.46,2,0,4,0,117,4,18,1,2,1 +tessmja01,2002,1,NYA,AL,0,0,2,0,0,0,0,4,0,1,0,2,0,0.000,6.75,0,0,0,0,6,0,1,0,0,0 +teutna01,2002,1,FLO,NL,0,1,2,1,0,0,0,22,13,8,0,3,4,0.394,9.82,1,0,0,0,36,0,8,0,0,1 +thomsjo01,2002,1,COL,NL,7,8,21,21,0,0,0,382,136,69,21,27,76,0.268,4.88,6,2,2,0,550,0,77,7,7,2 +thomsjo01,2002,2,NYN,NL,2,6,9,9,0,0,0,163,65,26,7,17,31,0.290,4.31,3,0,0,0,250,0,39,6,3,0 +thurmco01,2002,1,TOR,AL,2,3,43,1,0,0,0,204,65,33,11,45,56,0.248,4.37,2,4,2,0,310,5,34,1,0,3 +thurmmi01,2002,1,NYA,AL,1,0,12,2,0,0,0,99,45,19,2,12,23,0.328,5.18,1,0,1,0,152,6,21,2,0,5 +timlimi01,2002,1,SLN,NL,1,3,42,1,0,0,0,183,48,17,9,7,35,0.215,2.51,2,1,4,0,236,10,19,2,0,7 +timlimi01,2002,2,PHI,NL,3,3,30,0,0,0,0,107,27,15,6,7,15,0.206,3.79,0,2,1,0,140,7,16,0,1,3 +tollbbr01,2002,1,SDN,NL,1,5,12,11,0,0,0,185,88,42,11,19,33,0.342,6.13,2,4,1,0,288,0,47,5,6,6 +tomkobr01,2002,1,SDN,NL,10,10,32,32,3,0,0,613,212,102,31,60,126,0.267,4.49,9,3,2,0,871,0,107,6,8,14 +torresa01,2002,1,PIT,NL,2,1,5,5,0,0,0,90,28,9,2,13,12,0.257,2.70,1,0,3,0,127,0,10,2,0,5 +towerjo01,2002,1,BAL,AL,0,3,5,3,0,0,0,82,42,24,11,5,13,0.362,7.90,0,1,0,0,124,1,24,1,2,2 +trachst01,2002,1,NYN,NL,11,11,30,30,1,1,0,521,170,65,16,69,105,0.258,3.37,4,4,0,0,741,0,80,9,3,14 +trombmi01,2002,1,MIN,AL,0,1,5,0,0,0,0,12,10,7,2,1,3,0.455,15.75,0,0,0,0,23,3,7,0,0,0 +trujijj01,2002,1,SDN,NL,0,1,4,0,0,0,0,8,4,3,1,6,3,0.364,10.13,0,0,1,0,18,1,3,0,0,1 +tucketj01,2002,1,MON,NL,6,3,57,0,0,0,4,184,69,28,5,31,42,0.290,4.11,9,4,0,0,276,19,32,5,2,5 +urbinug01,2002,1,BOS,AL,1,6,61,0,0,0,40,180,44,20,8,20,71,0.202,3.00,5,3,0,1,242,55,21,1,3,1 +valdeis01,2002,1,TEX,AL,6,9,23,23,0,0,0,440,135,64,19,36,75,0.242,3.93,1,0,9,2,608,0,65,2,2,9 +valdeis01,2002,2,SEA,AL,2,3,8,8,1,0,0,148,59,27,7,11,27,0.299,4.93,0,0,0,0,210,0,29,0,2,4 +vanceco01,2002,1,COL,NL,0,0,2,1,0,0,0,12,4,3,2,4,1,0.267,6.75,0,0,1,0,20,0,3,0,0,0 +vanhean01,2002,1,DET,AL,1,3,5,5,1,1,0,90,38,10,2,6,5,0.311,3.00,0,1,0,0,131,0,13,2,1,4 +vanpoto01,2002,1,TEX,AL,3,2,50,0,0,0,1,218,80,44,14,29,85,0.275,5.45,1,8,3,0,325,19,44,1,1,2 +vazquja01,2002,1,MON,NL,10,13,34,34,2,0,0,691,243,100,28,49,179,0.271,3.91,6,3,4,0,971,0,111,15,7,17 +venafmi01,2002,1,OAK,AL,2,2,47,0,0,0,0,111,45,19,5,14,16,0.308,4.62,2,1,2,0,168,8,22,4,2,4 +veresda01,2002,1,SLN,NL,5,8,71,0,0,0,4,248,67,32,12,39,68,0.224,3.48,4,7,2,0,346,26,34,3,3,11 +villabr01,2002,1,SDN,NL,1,2,31,0,0,0,1,96,29,5,2,12,25,0.248,1.41,2,0,2,0,133,11,5,1,1,6 +villoro01,2002,1,PIT,NL,4,6,45,7,0,0,0,279,95,60,8,34,55,0.270,5.81,3,1,5,0,399,6,63,5,3,12 +vizcalu01,2002,1,MIL,NL,5,3,76,0,0,0,5,244,55,27,6,30,79,0.192,2.99,4,3,3,2,326,30,27,3,3,6 +vosbeed01,2002,1,MON,NL,0,0,4,0,0,0,0,3,3,2,1,1,0,0.429,18.00,0,1,0,0,8,0,3,0,0,0 +voylebr01,2002,1,KCA,AL,0,2,22,0,0,0,1,83,31,20,5,18,26,0.284,6.51,1,1,2,0,131,6,21,2,0,1 +wagnebi02,2002,1,HOU,NL,4,2,70,0,0,0,35,225,51,21,7,22,88,0.196,2.52,5,6,2,0,289,61,21,2,3,6 +wakefti01,2002,1,BOS,AL,11,5,45,15,0,0,3,490,121,51,15,51,134,0.204,2.81,2,5,9,2,657,10,57,1,4,16 +walkeja01,2002,1,DET,AL,1,1,57,0,0,0,1,131,32,18,9,9,40,0.199,3.71,1,1,4,1,175,16,19,0,1,1 +walkeke01,2002,1,SDN,NL,0,1,11,0,0,0,0,24,12,5,2,5,11,0.333,5.63,1,1,0,0,42,1,6,1,0,0 +walkepe01,2002,1,NYN,NL,0,0,1,0,0,0,0,3,2,1,0,0,0,0.400,9.00,0,0,0,0,5,0,1,0,0,0 +walkepe01,2002,2,TOR,AL,10,5,37,20,0,0,1,418,143,67,18,51,80,0.270,4.33,5,2,3,1,594,4,72,4,6,17 +walkety01,2002,1,NYN,NL,1,0,5,1,0,0,0,32,11,7,3,5,7,0.250,5.91,1,0,0,0,49,3,7,0,0,0 +walldo01,2002,1,ANA,AL,0,0,17,0,0,0,0,63,17,15,3,7,13,0.221,6.43,1,2,1,0,86,8,15,0,1,0 +washbja01,2002,1,ANA,AL,18,6,32,32,1,0,0,618,183,72,19,59,139,0.235,3.15,1,5,3,1,852,0,75,4,7,8 +watsoma01,2002,1,SEA,AL,1,0,3,0,0,0,0,12,8,8,1,4,1,0.421,18.00,0,1,0,0,24,1,8,0,1,0 +wayneju01,2002,1,FLO,NL,2,3,5,5,0,0,0,71,22,14,3,13,16,0.244,5.32,0,2,0,1,105,0,16,0,2,2 +weathda01,2002,1,NYN,NL,6,3,71,0,0,0,0,232,69,25,6,36,61,0.245,2.91,7,2,3,0,331,12,30,6,4,12 +weaveje01,2002,1,DET,AL,6,8,17,17,3,3,0,365,112,43,4,33,75,0.243,3.18,1,4,8,0,509,0,50,5,2,5 +weaveje01,2002,2,NYA,AL,5,3,15,8,0,0,2,234,81,35,12,15,57,0.260,4.04,3,2,3,0,331,3,38,1,1,6 +weberbe01,2002,1,ANA,AL,7,2,63,0,0,0,7,234,70,22,4,22,43,0.249,2.54,3,2,3,0,312,16,25,4,2,17 +wellsbo01,2002,1,MIN,AL,2,1,48,0,0,0,0,174,78,38,8,16,30,0.325,5.90,1,0,1,0,261,16,41,2,2,4 +wellsda01,2002,1,NYA,AL,19,7,31,31,2,1,0,619,210,86,21,45,137,0.259,3.75,2,4,5,0,873,0,100,6,5,13 +wellski01,2002,1,PIT,NL,12,14,33,33,1,1,0,595,197,79,21,71,134,0.261,3.58,11,7,7,0,845,0,92,7,5,21 +westbja01,2002,1,CLE,AL,1,3,11,4,0,0,0,125,50,27,6,12,20,0.296,5.83,1,1,1,0,185,1,30,2,1,4 +whitega01,2002,1,CIN,NL,6,1,62,0,0,0,0,163,49,18,3,10,41,0.239,2.98,2,0,2,0,219,7,19,1,0,3 +whiteri01,2002,1,COL,NL,2,6,41,0,0,0,0,122,49,28,4,18,27,0.310,6.20,4,3,1,0,182,8,30,1,4,5 +whiteri01,2002,2,SLN,NL,3,1,20,0,0,0,0,66,13,2,0,3,14,0.169,0.82,1,0,0,0,82,2,3,2,0,2 +wickmbo01,2002,1,CLE,AL,1,3,36,0,0,0,20,103,42,17,3,10,36,0.284,4.46,0,0,1,0,159,30,22,0,0,1 +wiggisc01,2002,1,TOR,AL,0,0,3,0,0,0,0,8,5,1,1,1,3,0.417,3.38,0,1,0,0,13,0,1,0,0,1 +willida07,2002,1,PIT,NL,2,5,9,9,0,0,0,130,38,24,9,24,33,0.232,4.98,2,2,4,2,195,0,26,2,1,2 +willije01,2002,1,LAN,NL,0,0,10,0,0,0,0,30,15,13,2,7,11,0.333,11.70,0,1,1,0,54,7,13,0,1,0 +willimi03,2002,1,PIT,NL,2,6,59,0,0,0,46,184,54,20,6,21,43,0.233,2.93,3,2,1,0,258,59,24,4,0,3 +willisc01,2002,1,CIN,NL,3,4,63,0,0,0,8,222,46,24,5,36,84,0.181,2.92,5,8,2,1,299,23,27,5,2,4 +williwo02,2002,1,SLN,NL,9,4,17,17,1,0,0,310,84,29,10,25,76,0.222,2.53,2,2,4,0,412,0,30,3,1,9 +wilsokr01,2002,1,KCA,AL,2,0,12,0,0,0,0,56,29,17,7,5,10,0.354,8.20,0,0,2,0,91,4,18,0,2,1 +wilsopa02,2002,1,TBA,AL,6,12,30,30,1,0,0,581,219,104,29,67,111,0.287,4.83,2,4,13,1,851,0,113,2,6,22 +wisema01,2002,1,ANA,AL,0,0,7,0,0,0,0,25,7,3,0,1,6,0.233,3.24,0,0,1,0,33,6,3,1,0,1 +witasja01,2002,1,SFN,NL,1,0,44,0,0,0,0,205,58,18,3,21,54,0.234,2.37,3,3,4,0,276,9,19,2,1,8 +wohlema01,2002,1,CLE,AL,3,4,64,0,0,0,7,214,71,38,6,26,46,0.261,4.79,3,7,3,0,304,28,41,1,2,6 +wolfra02,2002,1,PHI,NL,11,9,31,31,3,2,0,632,172,75,23,63,172,0.223,3.20,5,4,7,0,855,0,77,7,6,14 +woodast01,2002,1,TEX,AL,0,0,14,0,0,0,0,53,20,13,4,8,14,0.274,6.62,1,0,2,1,83,4,13,0,0,2 +woodke02,2002,1,CHN,NL,12,11,33,33,4,1,0,641,169,87,22,97,217,0.221,3.66,5,8,16,1,895,0,92,13,5,23 +worreti01,2002,1,SFN,NL,8,2,80,0,0,0,0,216,55,18,3,30,55,0.212,2.25,2,0,0,0,296,23,21,3,4,5 +wrighda02,2002,1,CHA,AL,14,12,33,33,1,1,0,589,200,113,32,71,136,0.263,5.18,1,10,6,1,855,0,124,7,10,16 +wrighja01,2002,1,MIL,NL,5,13,19,19,1,1,0,343,115,68,15,63,69,0.270,5.35,8,8,11,0,515,0,72,9,6,14 +wrighja01,2002,2,SLN,NL,2,0,4,3,0,0,0,45,15,8,2,12,8,0.259,4.80,1,1,0,0,70,0,8,0,0,2 +wrighja02,2002,1,CLE,AL,2,3,8,6,0,0,0,55,40,32,3,19,12,0.435,15.71,0,1,2,0,116,1,34,0,3,1 +wunscke01,2002,1,CHA,AL,2,1,50,0,0,0,0,95,26,12,3,19,22,0.230,3.41,1,1,5,0,138,9,12,1,0,5 +yanes01,2002,1,TBA,AL,7,8,55,0,0,0,19,207,70,33,10,29,53,0.259,4.30,1,5,3,1,305,47,35,2,1,4 +yoshima01,2002,1,MON,NL,4,9,31,20,1,0,0,394,143,60,15,32,74,0.282,4.11,2,5,4,0,553,4,66,4,5,18 +zambrca01,2002,1,CHN,NL,4,8,32,16,0,0,0,325,94,44,9,63,93,0.235,3.66,2,6,4,0,477,3,53,9,1,10 +zambrvi01,2002,1,TBA,AL,8,8,42,11,0,0,1,342,120,70,15,68,73,0.278,5.53,5,10,4,0,519,11,77,7,8,11 +zeileto01,2002,1,COL,NL,0,0,1,0,0,0,0,3,1,0,0,0,1,0.333,0.00,0,0,0,0,3,1,0,0,0,1 +zerbech01,2002,1,SFN,NL,2,0,50,0,0,0,0,169,52,19,3,21,26,0.248,3.04,2,1,4,0,240,16,22,4,1,10 +zitoba01,2002,1,OAK,AL,23,5,35,35,1,0,0,688,182,70,24,78,182,0.218,2.75,2,2,9,1,939,0,79,9,7,16 +abbotpa01,2003,1,KCA,AL,1,2,10,8,0,0,0,143,47,28,8,26,32,0.257,5.29,2,2,2,0,214,0,29,2,1,1 +acevejo01,2003,1,CIN,NL,2,0,5,4,1,0,0,81,17,8,3,6,23,0.183,2.67,1,1,1,0,103,1,8,1,2,2 +aceveju01,2003,1,NYA,AL,0,3,25,0,0,0,6,77,34,22,5,10,19,0.315,7.71,3,2,2,0,125,19,24,2,3,0 +aceveju01,2003,2,TOR,AL,1,2,14,0,0,0,0,38,18,6,1,8,9,0.327,4.26,1,2,0,0,63,6,8,0,0,2 +adamste01,2003,1,PHI,NL,1,4,66,0,0,0,0,204,68,20,1,23,51,0.268,2.65,4,4,2,0,284,16,22,3,2,11 +adkinjo01,2003,1,CHA,AL,0,0,4,0,0,0,0,28,8,5,1,7,3,0.250,4.82,0,0,1,0,42,2,5,1,1,1 +affelje01,2003,1,KCA,AL,7,6,36,18,0,0,4,378,126,55,12,38,98,0.261,3.93,1,2,5,2,533,5,58,2,5,12 +ainswku01,2003,1,SFN,NL,5,4,11,11,0,0,0,198,66,28,7,26,48,0.262,3.82,0,2,1,0,283,0,31,2,2,5 +ainswku01,2003,2,BAL,AL,0,1,3,0,0,0,0,7,6,3,1,1,4,0.429,11.57,0,0,0,0,15,2,3,0,0,0 +alfonan01,2003,1,CHN,NL,3,1,60,0,0,0,0,199,76,43,7,27,51,0.290,5.83,3,0,2,0,296,17,43,4,1,9 +almanar01,2003,1,FLO,NL,4,5,51,0,0,0,0,151,59,34,10,25,49,0.296,6.08,2,2,2,1,230,15,37,1,3,5 +almoned01,2003,1,NYN,NL,0,0,12,0,0,0,0,34,21,14,3,5,7,0.412,11.12,1,1,0,0,57,3,15,1,0,3 +almonhe01,2003,1,BOS,AL,0,1,7,0,0,0,0,23,9,7,1,7,6,0.310,8.22,1,1,0,0,39,4,7,1,2,0 +almonhe01,2003,2,MON,NL,1,1,28,0,0,0,0,87,34,22,4,17,26,0.291,6.83,2,5,2,0,137,5,22,1,0,1 +alvarju01,2003,1,FLO,NL,0,0,9,0,0,0,0,35,8,4,2,8,6,0.216,3.09,1,0,1,0,46,3,4,0,0,3 +alvarvi01,2003,1,LAN,NL,0,1,5,0,0,0,0,17,9,8,1,6,3,0.391,12.71,0,0,1,0,31,3,8,1,0,2 +alvarwi01,2003,1,LAN,NL,6,2,21,12,1,1,1,285,80,25,5,23,82,0.231,2.37,1,1,5,0,377,2,27,2,1,8 +anderbr02,2003,1,CLE,AL,9,10,25,24,0,0,0,444,162,61,21,32,72,0.282,3.71,3,2,4,1,623,0,88,2,10,17 +anderbr02,2003,2,KCA,AL,5,1,7,7,2,1,0,149,50,22,6,11,15,0.272,3.99,0,1,0,0,198,0,22,1,2,8 +anderja01,2003,1,NYA,AL,1,0,22,0,0,0,0,62,23,11,3,14,9,0.280,4.79,4,3,2,0,100,12,13,0,2,2 +anderja01,2003,2,NYN,NL,0,0,6,0,0,0,0,32,10,6,2,5,7,0.256,5.06,1,0,1,0,47,2,6,0,2,1 +anderji02,2003,1,CIN,NL,1,5,8,7,0,0,0,116,60,38,8,14,13,0.359,8.84,1,0,0,0,184,1,39,0,3,2 +anderma01,2003,1,DET,AL,0,1,23,0,0,0,3,70,25,14,5,9,13,0.272,5.40,1,1,1,0,105,10,17,2,1,2 +appieke01,2003,1,ANA,AL,7,7,19,19,0,0,0,278,105,58,17,36,50,0.279,5.63,4,4,8,1,422,0,60,0,1,3 +appieke01,2003,2,KCA,AL,1,2,4,4,0,0,0,57,15,9,4,7,5,0.217,4.26,0,2,0,0,77,0,9,1,0,2 +armasto02,2003,1,MON,NL,2,1,5,5,0,0,0,93,25,9,4,8,23,0.225,2.61,0,0,1,0,124,0,9,2,2,1 +arroybr01,2003,1,BOS,AL,0,0,6,0,0,0,1,52,10,4,0,4,14,0.164,2.08,2,0,1,0,66,2,5,0,0,0 +asencmi01,2003,1,KCA,AL,2,1,8,8,1,0,0,145,54,28,4,21,27,0.295,5.21,0,1,3,0,215,0,29,3,5,5 +ashbyan01,2003,1,LAN,NL,3,10,21,12,0,0,0,219,90,42,8,17,41,0.311,5.18,2,5,3,0,318,5,42,7,2,6 +astacpe01,2003,1,NYN,NL,3,2,7,7,0,0,0,110,47,30,8,18,20,0.311,7.36,1,4,3,0,174,0,30,1,1,2 +austije01,2003,1,CIN,NL,2,3,7,7,0,0,0,85,28,27,9,21,22,0.255,8.58,0,1,0,0,132,0,27,1,0,0 +averyst01,2003,1,DET,AL,2,0,19,0,0,0,0,48,19,10,5,7,6,0.302,5.63,1,0,0,0,71,5,11,1,0,1 +ayalalu01,2003,1,MON,NL,10,3,65,0,0,0,5,213,65,23,8,13,46,0.244,2.92,3,1,5,0,288,24,27,3,1,9 +aybarma01,2003,1,SFN,NL,0,0,3,0,0,0,0,9,4,2,1,3,2,0.333,6.00,0,0,0,0,16,1,2,0,1,0 +backebr01,2003,1,TBA,AL,1,1,28,0,0,0,0,134,40,27,6,25,36,0.247,5.44,1,3,2,0,192,8,28,2,1,5 +bacsimi02,2003,1,NYN,NL,1,2,5,3,0,0,0,53,28,20,5,8,12,0.368,10.19,0,0,0,0,85,1,21,0,1,3 +baezda01,2003,1,CLE,AL,2,9,73,0,0,0,25,227,65,32,9,23,66,0.229,3.81,0,5,4,0,318,46,36,6,1,4 +baldwja01,2003,1,MIN,AL,0,1,10,0,0,0,1,45,21,9,6,4,7,0.333,5.40,1,0,0,0,69,3,10,0,2,2 +balejo01,2003,1,CIN,NL,1,2,10,9,0,0,0,139,50,23,7,12,37,0.281,4.47,2,1,2,0,195,0,24,1,2,4 +balfogr01,2003,1,MIN,AL,1,0,17,1,0,0,0,78,23,12,4,14,30,0.235,4.15,2,0,0,0,115,6,12,2,1,1 +batismi01,2003,1,ARI,NL,10,9,36,29,2,1,0,580,197,76,13,60,142,0.267,3.54,3,7,8,0,822,5,85,10,6,22 +bauerri01,2003,1,BAL,AL,0,0,35,0,0,0,0,184,58,31,5,24,43,0.256,4.55,3,6,4,0,259,10,36,1,3,12 +beckejo02,2003,1,FLO,NL,9,8,24,23,0,0,0,426,132,48,9,56,152,0.246,3.04,4,6,2,1,601,1,54,5,1,11 +beckro01,2003,1,SDN,NL,3,2,36,0,0,0,20,106,25,7,4,11,32,0.197,1.78,2,0,1,0,140,30,7,1,0,3 +beimejo01,2003,1,PIT,NL,1,3,69,0,0,0,0,187,69,35,7,33,42,0.299,5.05,6,0,4,1,276,11,35,3,5,8 +belisma01,2003,1,CIN,NL,1,1,6,0,0,0,0,26,10,5,1,2,6,0.303,5.19,0,0,1,0,39,2,5,2,1,0 +bellro01,2003,1,TBA,AL,5,4,19,18,0,0,0,303,103,62,15,39,44,0.263,5.52,1,0,5,0,440,0,64,2,2,4 +benesal01,2003,1,CHN,NL,0,0,3,0,0,0,1,25,8,2,0,6,9,0.267,2.16,0,0,0,1,36,1,2,0,0,3 +benesal01,2003,2,TEX,AL,0,3,4,4,0,0,0,45,29,19,2,8,11,0.414,11.40,0,0,0,1,79,0,20,0,1,2 +benitar01,2003,1,NYN,NL,3,3,45,0,0,0,21,148,41,17,5,24,50,0.223,3.10,1,3,0,1,209,40,18,0,1,3 +benitar01,2003,2,NYA,AL,1,1,9,0,0,0,0,28,8,2,0,6,10,0.235,1.93,1,0,0,0,40,2,4,0,0,1 +benitar01,2003,3,SEA,AL,0,0,15,0,0,0,0,43,10,5,1,11,15,0.189,3.14,1,0,0,0,64,7,5,0,0,0 +benoijo01,2003,1,TEX,AL,8,5,25,17,0,0,0,315,99,64,23,51,87,0.246,5.49,0,3,3,1,462,1,67,1,4,3 +bensokr01,2003,1,PIT,NL,5,9,18,18,0,0,0,315,127,58,14,36,68,0.295,4.97,4,7,1,0,475,0,67,3,4,8 +bereja01,2003,1,CLE,AL,0,0,2,2,0,0,0,20,5,3,0,2,1,0.208,4.05,0,0,0,0,28,0,3,1,1,0 +bernead01,2003,1,DET,AL,1,12,18,17,0,0,0,302,104,68,14,41,54,0.267,6.08,0,1,7,0,447,0,68,3,6,10 +bernead01,2003,2,COL,NL,0,2,31,0,0,0,0,98,33,19,5,13,26,0.266,5.23,1,2,1,0,142,5,22,2,2,5 +betanra01,2003,1,CLE,AL,2,2,33,0,0,0,1,114,27,9,5,13,36,0.196,2.13,2,1,1,0,154,13,11,1,1,1 +biddlro01,2003,1,MON,NL,5,8,73,0,0,0,34,215,71,37,10,40,54,0.254,4.65,5,8,6,0,330,58,43,4,1,5 +bierbni01,2003,1,TBA,AL,0,2,13,5,0,0,0,106,59,38,9,23,20,0.376,9.68,3,4,5,1,190,1,41,2,3,4 +bierbni01,2003,2,CLE,AL,0,0,5,0,0,0,0,24,5,6,0,4,9,0.185,6.75,0,0,0,0,33,3,6,0,2,0 +blandna01,2003,1,HOU,NL,1,2,22,0,0,0,0,61,22,13,3,12,18,0.286,5.75,2,3,2,0,96,2,13,4,1,2 +boehrbr01,2003,1,PIT,NL,5,4,62,0,0,0,0,187,64,38,11,30,47,0.267,5.49,3,0,3,1,278,18,39,3,2,5 +bondeje01,2003,1,DET,AL,6,19,33,28,0,0,0,486,193,100,23,58,108,0.294,5.56,2,12,4,2,727,0,118,3,6,17 +bongju01,2003,1,ATL,NL,6,2,44,0,0,0,1,171,56,32,8,31,47,0.267,5.05,6,6,2,1,247,14,32,3,1,11 +bootcch01,2003,1,ANA,AL,0,1,4,1,0,0,0,31,16,11,5,6,7,0.340,9.58,0,0,0,0,53,2,13,0,0,1 +borbope02,2003,1,SLN,NL,0,1,7,0,0,0,0,12,14,9,2,2,0,0.560,20.25,2,0,1,0,28,3,9,0,0,1 +borlato02,2003,1,FLO,NL,0,0,7,0,0,0,0,29,3,2,0,8,4,0.097,1.86,1,0,0,0,40,1,3,0,1,0 +borowjo01,2003,1,CHN,NL,2,2,68,0,0,0,33,205,53,20,5,19,66,0.207,2.63,1,0,1,0,280,59,23,4,0,4 +bottari01,2003,1,ARI,NL,1,0,2,0,0,0,0,5,3,1,0,2,2,0.375,5.40,1,0,0,0,10,0,1,0,0,0 +bowiemi01,2003,1,OAK,AL,0,1,6,0,0,0,0,25,13,7,1,2,4,0.361,7.56,0,0,0,0,38,3,7,0,0,1 +bowlebr01,2003,1,TOR,AL,0,0,5,0,0,0,0,21,8,2,1,2,2,0.267,2.57,0,0,2,0,34,2,4,0,0,2 +boydja02,2003,1,CLE,AL,3,1,44,0,0,0,0,157,38,25,4,26,31,0.200,4.30,1,2,3,0,221,13,25,0,2,4 +bradfch01,2003,1,OAK,AL,7,4,72,0,0,0,2,231,67,26,7,30,62,0.236,3.04,9,0,7,1,322,12,28,1,0,12 +brazede01,2003,1,TBA,AL,1,6,10,10,0,0,0,145,57,37,9,23,24,0.292,6.89,1,1,3,0,225,0,49,2,2,7 +brohatr01,2003,1,LAN,NL,2,0,12,0,0,0,0,35,10,5,2,4,13,0.227,3.86,0,0,0,0,48,5,6,0,0,0 +broweji01,2003,1,SFN,NL,8,5,51,5,0,0,2,300,90,44,8,39,65,0.249,3.96,2,4,1,0,411,13,48,5,4,13 +brownke01,2003,1,LAN,NL,14,9,32,32,0,0,0,633,184,56,11,56,185,0.236,2.39,2,5,5,1,856,0,67,12,2,23 +buehrma01,2003,1,CHA,AL,14,14,35,35,2,0,0,691,250,106,22,61,119,0.278,4.14,2,1,5,0,978,0,124,7,7,24 +bukviry01,2003,1,KCA,AL,1,0,9,0,0,0,0,31,12,11,2,9,8,0.293,9.58,0,1,0,0,52,6,11,1,1,0 +bulliki01,2003,1,HOU,NL,0,0,7,0,0,0,0,24,7,6,2,1,5,0.219,6.75,0,0,0,0,33,3,6,0,0,0 +bumpna01,2003,1,FLO,NL,4,0,32,0,0,0,0,109,34,19,3,20,17,0.248,4.71,0,0,7,0,167,8,21,1,1,3 +burbada01,2003,1,MIL,NL,1,1,17,2,0,0,0,130,42,17,5,19,35,0.250,3.53,2,2,4,0,193,2,19,2,0,4 +burkejo03,2003,1,BOS,AL,12,9,32,30,1,0,0,545,202,104,20,47,107,0.281,5.15,1,3,9,0,785,1,108,4,6,19 +burneaj01,2003,1,FLO,NL,0,2,4,4,0,0,0,69,18,12,2,18,21,0.217,4.70,2,2,2,0,106,0,13,2,1,1 +bynummi01,2003,1,SDN,NL,1,4,13,5,0,0,0,108,44,35,14,15,35,0.297,8.75,0,0,1,0,165,3,35,1,0,4 +calerki01,2003,1,SLN,NL,1,1,26,1,0,0,1,115,29,12,5,20,51,0.212,2.82,2,3,1,1,162,7,12,1,3,1 +callami01,2003,1,ANA,AL,1,4,17,4,0,0,0,115,57,29,7,16,22,0.345,6.81,1,0,1,0,184,8,32,0,2,7 +callami01,2003,2,TEX,AL,0,3,6,3,0,0,0,67,27,16,0,8,19,0.314,6.45,0,2,1,0,100,0,18,2,3,2 +capuach01,2003,1,ARI,NL,2,4,9,5,0,0,0,99,27,17,3,11,23,0.233,4.64,1,3,6,0,139,2,19,4,1,3 +carradj01,2003,1,KCA,AL,6,5,50,2,0,0,2,241,82,43,8,40,57,0.271,4.82,4,6,7,0,355,21,44,1,4,13 +carragi01,2003,1,SEA,AL,2,0,23,0,0,0,0,87,40,22,6,14,13,0.333,6.83,0,0,2,0,137,7,22,1,0,4 +carrahe01,2003,1,BAL,AL,2,6,40,0,0,0,1,115,40,21,5,20,27,0.270,4.93,3,0,2,0,174,10,22,4,0,5 +cartela02,2003,1,TBA,AL,7,5,62,0,0,0,26,237,72,38,12,19,47,0.242,4.33,6,0,4,0,328,55,39,1,6,5 +cerdaja01,2003,1,NYN,NL,1,1,27,0,0,0,0,97,32,21,4,20,19,0.267,5.85,1,3,0,1,144,9,21,2,2,3 +cerroju01,2003,1,CIN,NL,0,0,11,0,0,0,0,39,11,7,1,5,9,0.224,4.85,2,0,2,0,57,2,7,0,1,0 +chacosh01,2003,1,COL,NL,11,8,23,23,0,0,0,411,124,70,12,58,93,0.243,4.60,4,8,12,0,596,0,73,10,5,8 +chenbr01,2003,1,HOU,NL,0,0,11,0,0,0,0,36,14,8,2,8,8,0.311,6.00,1,0,2,0,60,2,8,3,2,1 +chenbr01,2003,2,BOS,AL,0,1,5,2,0,0,0,37,12,7,4,2,12,0.255,5.11,0,0,0,0,50,2,8,0,1,1 +choatra01,2003,1,NYA,AL,0,0,5,0,0,0,0,11,7,3,0,1,0,0.467,7.36,0,0,0,0,16,2,3,0,0,2 +chrisja01,2003,1,SFN,NL,0,0,40,0,0,0,0,78,25,15,3,11,22,0.243,5.19,0,2,1,0,115,7,15,0,0,0 +chulkvi01,2003,1,TOR,AL,0,0,3,0,0,0,0,16,6,3,0,3,2,0.273,5.06,0,0,0,0,25,2,3,0,0,0 +clausbr01,2003,1,NYA,AL,1,0,1,1,0,0,0,19,8,1,1,1,5,0.296,1.42,0,0,0,0,28,0,2,0,0,1 +clemema01,2003,1,CHN,NL,14,12,32,32,2,1,0,605,169,92,22,79,171,0.227,4.11,2,13,14,0,851,0,100,10,2,17 +clemero02,2003,1,NYA,AL,17,9,33,33,1,1,0,635,199,92,24,58,190,0.247,3.91,1,5,5,0,878,0,99,3,6,10 +colomje01,2003,1,TBA,AL,3,7,54,0,0,0,2,222,69,37,9,46,69,0.247,4.50,5,7,3,0,334,24,37,2,4,5 +colonba01,2003,1,CHA,AL,15,13,34,34,9,0,0,726,223,104,30,67,173,0.248,3.87,3,8,5,3,984,0,107,5,8,31 +colyest01,2003,1,LAN,NL,0,0,13,0,0,0,0,59,22,6,0,9,16,0.297,2.75,0,1,0,0,84,3,6,1,0,4 +condrcl01,2003,1,SDN,NL,1,2,9,6,0,0,0,102,43,32,7,21,25,0.305,8.47,4,0,3,0,168,0,32,3,0,2 +coneda01,2003,1,NYN,NL,1,3,5,4,0,0,0,54,20,13,4,13,13,0.282,6.50,1,0,0,0,85,0,13,1,0,2 +contrjo01,2003,1,NYA,AL,7,2,18,9,0,0,0,213,52,26,4,30,72,0.202,3.30,1,2,5,0,293,2,27,0,1,8 +cookaa01,2003,1,COL,NL,4,6,43,16,1,0,0,372,160,83,8,57,43,0.317,6.02,7,10,8,0,579,4,89,4,6,16 +corcoro01,2003,1,MON,NL,0,0,5,0,0,0,0,22,7,1,0,3,2,0.250,1.23,0,1,0,0,31,2,2,0,0,1 +cordech01,2003,1,MON,NL,1,0,12,0,0,0,1,33,4,2,1,3,12,0.111,1.64,1,1,0,0,40,4,2,1,0,0 +cordefr01,2003,1,TEX,AL,5,8,73,0,0,0,15,248,70,27,4,38,90,0.230,2.94,6,1,2,0,352,36,33,3,4,5 +coreyma02,2003,1,PIT,NL,1,2,22,0,0,0,0,91,29,18,2,11,27,0.252,5.34,1,2,1,0,131,10,19,1,3,1 +cormirh01,2003,1,PHI,NL,8,0,65,0,0,0,1,254,54,16,4,25,67,0.182,1.70,2,0,1,1,327,21,18,4,0,7 +cornena01,2003,1,DET,AL,6,17,32,32,2,0,0,584,236,101,18,58,46,0.307,4.67,8,1,3,0,842,0,111,7,6,30 +correke01,2003,1,SFN,NL,3,1,10,7,0,0,0,118,41,16,6,18,28,0.275,3.66,1,2,4,0,173,1,16,1,1,6 +corteda01,2003,1,CLE,AL,0,0,2,0,0,0,0,9,8,4,1,0,1,0.471,12.00,0,0,0,0,18,2,5,0,1,0 +cottsne01,2003,1,CHA,AL,1,1,4,4,0,0,0,40,15,12,1,17,10,0.294,8.10,0,0,0,0,69,0,12,1,0,4 +creekdo01,2003,1,TOR,AL,0,0,21,0,0,0,0,41,14,5,2,12,11,0.264,3.29,3,2,2,0,69,3,6,0,2,0 +cressja01,2003,1,CLE,AL,2,1,33,0,0,0,0,129,40,12,1,9,28,0.252,2.51,1,1,2,0,174,8,12,4,0,3 +crudami01,2003,1,SLN,NL,0,1,13,0,0,0,0,34,11,3,1,12,6,0.250,2.38,1,1,1,0,59,4,5,1,1,0 +crudami01,2003,2,MIL,NL,0,0,9,0,0,0,0,28,1,3,0,6,7,0.036,2.89,0,0,0,0,34,2,3,0,0,1 +cruzju02,2003,1,CHN,NL,2,7,25,6,0,0,0,183,66,41,7,28,65,0.275,6.05,0,4,7,0,284,3,44,7,2,3 +cruzne01,2003,1,COL,NL,3,5,20,7,0,0,0,161,65,43,15,11,38,0.301,7.21,2,3,3,0,233,1,43,1,2,3 +cunnawi01,2003,1,ATL,NL,2,2,20,0,0,0,3,60,14,6,2,6,20,0.189,2.70,2,1,0,0,80,8,6,0,0,0 +daalom01,2003,1,BAL,AL,4,11,19,17,0,0,0,281,134,66,11,30,53,0.343,6.34,1,2,2,0,434,1,69,8,3,8 +damicje01,2003,1,PIT,NL,9,16,29,29,2,1,0,526,204,93,23,42,100,0.291,4.77,6,6,7,0,765,0,104,11,5,18 +darenvi01,2003,1,COL,NL,0,0,3,0,0,0,0,7,4,0,0,0,0,0.333,0.00,0,0,0,0,12,2,1,0,0,0 +darenvi01,2003,2,MON,NL,0,0,6,0,0,0,0,20,13,8,2,1,4,0.406,10.80,0,0,0,0,34,1,8,1,0,0 +davisdo02,2003,1,TEX,AL,0,0,1,1,0,0,0,9,4,4,2,4,2,0.308,12.00,0,0,0,0,17,0,4,0,0,0 +davisdo02,2003,2,TOR,AL,4,6,12,11,0,0,0,162,70,30,6,26,25,0.318,5.00,1,6,1,0,250,0,33,3,0,8 +davisdo02,2003,3,MIL,NL,3,2,8,8,1,0,0,157,49,15,8,21,35,0.247,2.58,0,1,0,0,224,0,18,3,2,7 +davisja02,2003,1,CLE,AL,8,11,27,27,1,0,0,496,172,86,25,47,85,0.273,4.68,4,9,8,2,696,0,101,7,3,18 +dawlejo01,2003,1,ATL,NL,0,0,5,0,0,0,0,21,15,14,3,3,8,0.405,18.00,0,1,1,0,41,4,14,0,0,0 +dayza01,2003,1,MON,NL,9,8,23,23,1,1,0,394,132,61,8,59,61,0.262,4.18,3,13,10,0,580,0,64,2,5,18 +deagoro01,2003,1,SDN,NL,0,1,2,2,0,0,0,31,11,9,0,8,10,0.282,7.84,0,3,0,0,49,0,9,1,1,1 +deharri01,2003,1,KCA,AL,0,2,4,0,0,0,0,12,8,6,1,2,1,0.421,13.50,0,0,0,0,21,2,6,0,0,0 +dejeami01,2003,1,MIL,NL,4,7,58,0,0,0,18,194,69,35,12,27,58,0.271,4.87,7,3,1,0,286,40,38,0,3,9 +dejeami01,2003,2,SLN,NL,1,1,18,0,0,0,1,54,17,8,1,12,13,0.262,4.00,0,0,1,0,79,5,8,1,0,4 +delosva01,2003,1,MIL,NL,3,3,45,0,0,0,1,144,38,22,8,22,35,0.225,4.13,0,1,4,0,205,5,24,6,4,3 +delosva01,2003,2,PHI,NL,1,0,6,0,0,0,0,12,7,4,0,3,4,0.389,9.00,0,1,1,0,23,1,7,1,0,1 +dempsry01,2003,1,CIN,NL,3,7,22,20,0,0,0,347,134,84,14,70,84,0.293,6.54,4,3,5,0,545,1,89,9,4,14 +depaujo01,2003,1,NYA,AL,0,0,4,1,0,0,0,34,3,1,1,1,7,0.083,0.79,0,0,1,0,38,3,1,0,0,0 +desseel01,2003,1,ARI,NL,8,8,34,30,0,0,0,527,212,99,22,57,113,0.299,5.07,6,3,4,2,781,1,107,9,3,18 +dickera01,2003,1,TEX,AL,9,8,38,13,1,1,1,350,135,66,16,38,94,0.292,5.09,5,5,5,2,513,6,68,4,3,11 +dominju01,2003,1,TEX,AL,0,2,6,3,0,0,0,49,16,13,5,12,13,0.271,7.16,0,1,0,0,73,1,14,1,1,3 +donnebr01,2003,1,ANA,AL,2,2,63,0,0,0,3,222,55,13,2,24,79,0.200,1.58,1,1,4,0,307,15,14,3,1,1 +doteloc01,2003,1,HOU,NL,6,4,76,0,0,0,4,261,53,24,9,31,97,0.172,2.48,2,2,3,0,346,13,25,2,1,5 +douglse01,2003,1,BAL,AL,0,0,3,0,0,0,0,24,14,12,2,6,3,0.378,13.50,0,0,1,0,44,0,12,0,0,1 +downssc01,2003,1,MON,NL,0,1,1,1,0,0,0,9,5,5,2,3,4,0.357,15.00,2,0,0,1,17,0,5,0,0,0 +dreifda01,2003,1,LAN,NL,4,4,10,10,0,0,0,181,58,27,6,25,67,0.250,4.03,0,3,0,1,261,0,29,3,1,5 +dresery01,2003,1,TEX,AL,2,4,11,8,0,0,0,138,61,35,8,24,26,0.314,6.85,1,2,5,0,223,0,42,0,0,5 +drewti01,2003,1,MON,NL,0,2,6,1,0,0,0,26,12,12,3,8,3,0.343,12.46,1,3,0,0,46,3,12,1,2,0 +drisktr01,2003,1,BAL,AL,3,5,20,0,0,0,1,144,62,32,8,9,33,0.310,6.00,2,3,1,0,215,6,35,3,2,4 +duboser01,2003,1,BAL,AL,3,6,17,10,1,0,0,221,60,31,6,25,44,0.222,3.79,2,0,5,1,305,3,33,2,3,6 +duchsju01,2003,1,OAK,AL,1,1,4,3,0,0,0,49,17,6,1,3,15,0.262,3.31,0,0,2,0,71,0,7,1,0,1 +duckwbr01,2003,1,PHI,NL,4,7,24,18,0,0,0,279,98,51,12,44,68,0.272,4.94,3,5,10,0,424,2,58,9,1,7 +durbich01,2003,1,CLE,AL,0,1,3,1,0,0,0,26,18,7,2,3,8,0.429,7.27,0,2,0,0,45,0,12,0,0,2 +durocja01,2003,1,MIL,NL,2,0,6,0,0,0,0,22,9,9,4,2,7,0.300,11.05,0,2,1,0,33,0,9,0,0,0 +eatonad01,2003,1,SDN,NL,9,12,31,31,1,0,0,549,173,83,20,68,146,0.246,4.08,6,7,7,1,789,0,91,5,5,7 +eckener01,2003,1,DET,AL,0,0,20,0,0,0,0,47,9,5,0,15,12,0.167,2.87,1,1,2,0,71,5,6,0,0,2 +eischjo01,2003,1,MON,NL,2,2,70,0,0,0,1,159,57,18,7,13,40,0.282,3.06,1,3,3,0,221,15,27,3,0,8 +elartsc01,2003,1,COL,NL,4,4,11,10,0,0,0,155,73,36,13,20,20,0.329,6.27,3,3,4,0,253,0,46,3,4,3 +elderda01,2003,1,CLE,AL,1,1,4,0,0,0,0,7,5,5,2,4,3,0.417,19.29,0,1,0,0,16,1,5,0,0,0 +eldreca01,2003,1,SLN,NL,7,4,62,0,0,0,8,202,62,28,9,31,67,0.248,3.74,4,4,4,0,293,18,32,5,3,7 +ellisro02,2003,1,TEX,AL,1,1,4,4,0,0,0,55,26,17,7,10,8,0.342,8.35,0,0,1,0,89,0,17,0,2,2 +embreal01,2003,1,BOS,AL,4,1,65,0,0,0,1,165,49,26,5,16,45,0.241,4.25,3,0,0,0,221,15,26,0,2,7 +escobke01,2003,1,TOR,AL,13,9,41,26,1,1,4,541,189,86,15,78,159,0.270,4.29,3,9,9,0,797,12,94,5,5,17 +estessh01,2003,1,CHN,NL,8,11,29,28,1,1,0,457,182,97,20,83,103,0.305,5.73,1,6,1,0,699,0,113,11,7,27 +estrele01,2003,1,MIL,NL,7,3,58,0,0,0,3,198,75,32,10,21,25,0.290,4.36,5,2,3,1,290,18,32,4,3,6 +etherse01,2003,1,CIN,NL,2,4,7,7,0,0,0,90,39,23,4,15,17,0.322,6.90,1,0,3,0,145,0,23,3,3,2 +eyresc01,2003,1,SFN,NL,2,1,74,0,0,0,1,171,60,21,4,26,35,0.268,3.32,0,6,1,0,256,10,23,2,3,3 +farnsky01,2003,1,CHN,NL,3,2,77,0,0,0,0,229,53,28,6,36,92,0.196,3.30,1,6,0,0,312,13,31,4,1,4 +fasseje01,2003,1,SLN,NL,1,7,62,6,0,0,3,233,93,49,17,34,55,0.296,5.68,4,2,2,0,354,15,51,3,1,6 +felicpe01,2003,1,NYN,NL,0,0,23,0,0,0,0,145,52,18,5,21,43,0.269,3.35,3,3,3,1,218,8,21,0,1,6 +fernaja01,2003,1,HOU,NL,3,3,12,6,0,0,0,115,37,17,2,12,19,0.259,3.99,2,3,2,0,161,3,17,3,1,3 +ferraan01,2003,1,MON,NL,0,0,4,0,0,0,0,12,4,3,1,5,1,0.267,6.75,1,1,1,0,21,1,3,0,0,1 +fettemi01,2003,1,MIN,AL,0,0,5,0,0,0,0,18,2,0,0,1,1,0.100,0.00,0,0,1,0,22,2,0,0,0,0 +fieldna01,2003,1,KCA,AL,1,1,19,0,0,0,0,65,19,10,3,14,19,0.235,4.15,1,0,1,0,97,7,10,0,1,0 +figuene01,2003,1,PIT,NL,2,1,12,3,0,0,0,106,28,13,8,13,23,0.220,3.31,2,2,2,0,146,1,13,2,2,2 +fikacje01,2003,1,OAK,AL,0,1,14,0,0,0,0,48,14,8,4,11,9,0.246,4.50,1,0,3,0,71,1,8,0,0,4 +fioreto01,2003,1,MIN,AL,1,1,21,0,0,0,0,108,32,22,5,21,23,0.242,5.50,1,3,3,0,161,10,25,2,3,3 +foggjo01,2003,1,PIT,NL,10,9,26,26,1,0,0,426,166,83,22,40,71,0.293,5.26,0,2,9,0,625,0,90,6,4,13 +foppeje01,2003,1,SFN,NL,8,9,23,21,0,0,0,333,103,62,16,69,101,0.249,5.03,4,12,3,0,500,0,69,5,9,6 +fordma01,2003,1,MIL,NL,0,3,25,4,0,0,0,131,46,21,5,21,26,0.264,4.33,0,0,1,0,197,12,23,0,1,2 +fossuca01,2003,1,BOS,AL,6,5,19,14,0,0,1,237,82,48,9,34,63,0.270,5.47,0,4,4,0,346,2,55,1,3,7 +fostejo01,2003,1,MIL,NL,2,0,23,0,0,0,0,63,30,11,5,8,16,0.341,4.71,2,1,1,0,99,3,11,1,1,2 +foulkke01,2003,1,OAK,AL,9,1,72,0,0,0,43,260,57,20,10,20,88,0.184,2.08,2,0,7,1,338,67,21,1,1,4 +foxch02,2003,1,BOS,AL,1,2,17,0,0,0,3,54,19,9,2,17,19,0.264,4.50,2,1,1,0,93,10,10,2,1,1 +foxch02,2003,2,FLO,NL,2,1,21,0,0,0,0,76,16,6,1,14,27,0.190,2.13,2,5,0,0,105,3,6,3,4,1 +francjo01,2003,1,NYN,NL,0,3,38,0,0,0,2,103,35,10,5,13,16,0.265,2.62,2,2,1,0,148,13,11,1,1,5 +frankry01,2003,1,SEA,AL,11,13,32,32,2,1,0,636,199,84,34,61,99,0.251,3.57,3,1,9,2,877,0,93,8,5,21 +frankwa01,2003,1,MIL,NL,10,13,36,34,1,1,0,584,201,119,36,94,116,0.268,5.50,2,3,10,4,870,1,129,12,3,18 +fuentbr01,2003,1,COL,NL,3,3,75,0,0,0,4,226,64,23,7,34,82,0.231,2.75,2,2,6,1,320,23,24,0,3,4 +fultzaa01,2003,1,TEX,AL,1,3,64,0,0,0,0,202,75,39,9,27,53,0.287,5.21,7,1,2,1,296,10,43,4,2,6 +gagneer01,2003,1,LAN,NL,2,3,77,0,0,0,55,247,37,11,2,20,137,0.133,1.20,2,2,3,0,306,67,12,4,0,0 +gallomi01,2003,1,HOU,NL,1,0,32,0,0,0,0,90,28,10,3,10,16,0.267,3.00,2,0,1,0,121,6,10,2,3,9 +garcifr02,2003,1,SEA,AL,12,14,33,33,1,0,0,604,196,101,31,71,144,0.255,4.51,2,11,11,0,862,0,109,2,8,19 +garcire01,2003,1,TEX,AL,0,0,17,0,0,0,0,54,19,18,6,14,15,0.275,9.00,0,3,2,0,87,4,18,1,1,1 +garciro01,2003,1,TEX,AL,1,2,46,0,0,0,0,139,63,31,4,23,25,0.320,6.02,0,1,2,1,224,7,33,1,1,5 +garlajo01,2003,1,CHA,AL,12,13,32,32,0,0,0,575,188,96,28,74,108,0.260,4.51,1,8,4,0,813,0,103,4,8,20 +gaudich01,2003,1,TBA,AL,2,0,15,3,0,0,0,120,37,16,4,16,23,0.240,3.60,0,1,1,0,173,5,18,0,2,3 +gearyge01,2003,1,PHI,NL,0,0,5,0,0,0,0,18,8,3,0,3,3,0.333,4.50,0,0,0,0,28,2,3,1,0,0 +georgch02,2003,1,KCA,AL,9,6,18,18,0,0,0,281,120,74,22,44,39,0.309,7.11,2,5,3,3,441,0,75,2,4,10 +germafr01,2003,1,DET,AL,2,4,45,0,0,0,5,134,47,30,5,45,41,0.273,6.04,3,8,2,1,222,15,32,2,1,6 +gilfija01,2003,1,KCA,AL,2,0,13,0,0,0,0,49,22,14,3,10,12,0.310,7.71,1,5,1,0,83,4,14,1,0,1 +gintema01,2003,1,CHA,AL,0,0,3,0,0,0,0,10,2,5,1,1,0,0.182,13.50,0,0,2,0,15,0,5,1,0,1 +glavito02,2003,1,NYN,NL,9,14,32,32,0,0,0,550,205,92,21,66,82,0.288,4.52,7,2,2,0,791,0,94,7,4,23 +glovega01,2003,1,CHA,AL,1,0,24,0,0,0,0,107,43,18,3,14,23,0.305,4.54,2,1,2,0,160,8,18,0,3,3 +glovega01,2003,2,ANA,AL,1,0,18,0,0,0,0,81,34,15,3,8,14,0.315,5.00,1,1,1,0,119,7,15,0,2,3 +gobblji01,2003,1,KCA,AL,4,5,9,9,0,0,0,158,56,27,8,15,31,0.271,4.61,0,1,4,0,230,0,32,1,3,2 +gonzaed01,2003,1,ARI,NL,2,1,9,2,0,0,0,55,28,10,3,7,14,0.368,4.91,2,2,0,0,85,1,10,1,1,4 +gonzaje01,2003,1,TBA,AL,6,11,25,25,2,0,0,469,131,68,18,69,97,0.228,3.91,1,3,12,2,668,0,71,3,9,6 +gonzami02,2003,1,PIT,NL,0,1,16,0,0,0,0,25,7,7,4,6,6,0.233,7.56,0,1,0,0,38,2,7,1,1,1 +gonzawi01,2003,1,SDN,NL,0,0,1,0,0,0,0,3,0,0,0,1,0,0.000,0.00,0,0,0,0,4,1,0,0,0,0 +goodan01,2003,1,ARI,NL,4,2,16,10,0,0,0,199,74,39,15,16,42,0.281,5.29,3,3,3,0,289,0,42,3,4,3 +gordoto01,2003,1,CHA,AL,7,6,66,0,0,0,12,222,57,26,4,31,91,0.213,3.16,3,5,4,0,310,35,29,4,3,4 +grabojo02,2003,1,PIT,NL,0,0,5,0,0,0,0,15,6,2,0,0,9,0.273,3.60,0,0,0,0,22,1,3,0,0,0 +graveda01,2003,1,CIN,NL,4,15,30,26,2,1,2,507,204,100,30,41,60,0.298,5.33,6,2,7,0,741,3,108,6,3,17 +greggke01,2003,1,ANA,AL,2,0,5,3,0,0,0,74,18,9,3,8,14,0.205,3.28,0,0,1,0,97,0,9,0,0,2 +griffje01,2003,1,NYN,NL,1,4,9,6,0,0,0,123,57,32,5,19,25,0.328,7.02,2,1,2,0,199,1,34,4,0,4 +grimsja01,2003,1,KCA,AL,2,6,76,0,0,0,0,225,88,43,6,36,58,0.299,5.16,5,4,5,0,346,5,47,6,5,7 +groombu01,2003,1,BAL,AL,1,3,60,0,0,0,1,136,58,27,7,14,34,0.309,5.36,2,1,3,0,207,20,27,1,1,4 +gryboke01,2003,1,ATL,NL,6,4,64,0,0,0,0,133,44,19,3,23,32,0.272,3.86,6,2,2,0,191,9,22,4,0,11 +guarded01,2003,1,MIN,AL,3,5,66,0,0,0,41,196,50,21,7,14,60,0.207,2.89,2,5,0,0,260,60,22,3,2,1 +guthrma01,2003,1,CHN,NL,2,3,65,0,0,0,0,128,40,13,6,22,24,0.260,2.74,4,3,3,0,187,10,14,6,2,3 +hackmlu01,2003,1,SDN,NL,2,2,65,0,0,0,0,230,78,44,7,36,48,0.261,5.17,2,6,8,0,347,16,51,2,2,5 +halamjo01,2003,1,OAK,AL,3,5,35,13,0,0,0,326,117,51,18,36,51,0.268,4.22,2,3,2,3,484,4,68,7,3,7 +hallaro01,2003,1,TOR,AL,22,7,36,36,9,2,0,798,253,96,26,32,204,0.247,3.25,1,6,9,1,1071,0,111,3,2,23 +halljo03,2003,1,CIN,NL,0,2,6,5,0,0,0,74,33,18,4,15,18,0.314,6.57,1,0,0,0,121,1,22,0,1,0 +hamiljo02,2003,1,CIN,NL,0,0,3,0,0,0,0,32,21,15,3,5,7,0.404,12.66,0,0,0,0,57,1,15,0,0,1 +hammoch01,2003,1,NYA,AL,3,2,62,0,0,0,1,189,65,20,5,11,45,0.270,2.86,0,1,2,0,262,16,23,5,3,2 +hamptmi01,2003,1,ATL,NL,14,8,31,31,1,0,0,570,186,81,14,78,110,0.255,3.84,4,10,1,1,823,0,91,10,5,15 +hancojo01,2003,1,PHI,NL,0,0,2,0,0,0,0,9,2,1,0,0,4,0.182,3.00,0,0,0,0,11,0,1,0,0,0 +haranaa01,2003,1,OAK,AL,1,3,7,6,0,0,0,91,41,18,5,9,16,0.331,5.34,0,0,0,1,136,1,19,2,1,4 +haranaa01,2003,2,CIN,NL,4,3,9,9,0,0,0,138,48,27,6,10,26,0.271,5.28,0,3,1,0,191,0,28,3,0,3 +harderi01,2003,1,OAK,AL,5,4,15,13,0,0,0,224,72,37,5,40,67,0.259,4.46,1,6,1,0,324,0,38,2,3,11 +harenda01,2003,1,SLN,NL,3,7,14,14,0,0,0,218,84,41,9,22,43,0.293,5.08,0,3,5,0,320,0,44,4,2,8 +harpetr01,2003,1,TBA,AL,4,8,61,0,0,0,1,279,86,39,9,31,64,0.252,3.77,8,6,6,0,388,14,45,7,3,14 +harvich01,2003,1,OAK,AL,1,0,21,0,0,0,1,65,25,14,3,17,18,0.294,5.82,1,3,1,0,104,5,15,0,1,4 +hasegsh01,2003,1,SEA,AL,2,4,63,0,0,0,16,219,62,12,5,18,32,0.235,1.48,3,0,0,0,283,36,12,1,0,13 +hawkila01,2003,1,MIN,AL,9,3,74,0,0,0,2,232,69,16,4,15,75,0.239,1.86,1,5,1,0,310,12,20,4,1,5 +hayneji01,2003,1,CIN,NL,2,12,18,18,1,0,0,283,118,66,14,57,49,0.311,6.30,3,2,3,0,448,0,74,7,2,10 +hebsobr01,2003,1,MON,NL,0,0,2,0,0,0,0,6,4,3,1,1,1,0.444,13.50,0,0,1,0,12,1,3,0,1,0 +heilmaa01,2003,1,NYN,NL,2,7,14,13,0,0,0,196,79,49,13,41,51,0.300,6.75,2,5,3,0,315,0,53,5,3,5 +helliri01,2003,1,BAL,AL,7,8,24,24,0,0,0,416,156,88,30,40,86,0.286,5.71,0,4,12,1,603,0,90,4,2,16 +helliri01,2003,2,FLO,NL,1,0,11,0,0,0,0,49,11,1,1,5,12,0.193,0.55,0,1,0,0,62,5,1,0,0,1 +hendrma01,2003,1,TOR,AL,9,9,30,30,1,1,0,475,207,97,24,40,76,0.317,5.51,3,4,0,0,703,0,111,1,8,16 +hentgpa01,2003,1,BAL,AL,7,8,28,22,1,0,1,482,150,73,25,58,100,0.247,4.09,1,4,5,1,676,2,74,3,2,11 +heredfe01,2003,1,CIN,NL,5,2,57,0,0,0,1,216,61,24,9,28,41,0.228,3.00,5,5,2,0,303,18,27,4,2,6 +heredfe01,2003,2,NYA,AL,0,1,12,0,0,0,0,45,13,2,1,5,4,0.228,1.20,2,0,0,0,62,4,5,0,0,2 +hergema01,2003,1,SDN,NL,2,2,40,0,0,0,3,132,40,14,2,20,40,0.244,2.86,2,1,2,0,192,21,16,1,5,3 +hergema01,2003,2,SFN,NL,1,0,27,0,0,0,0,105,28,9,1,9,28,0.219,2.31,0,0,1,1,140,3,11,1,1,5 +hermadu01,2003,1,SLN,NL,1,2,23,0,0,0,1,89,35,18,4,14,12,0.315,5.46,2,1,1,0,129,10,18,2,1,5 +hermadu01,2003,2,SFN,NL,2,1,9,6,0,0,0,117,35,13,5,10,27,0.238,3.00,2,2,2,0,162,2,14,2,1,2 +hernali01,2003,1,MON,NL,15,10,33,33,8,0,0,700,225,83,27,57,178,0.253,3.20,3,6,10,1,967,0,92,6,4,21 +hernaro01,2003,1,ATL,NL,5,3,66,0,0,0,0,180,61,29,10,43,45,0.263,4.35,7,0,3,0,282,12,36,4,0,6 +hernaru03,2003,1,KCA,AL,7,5,16,16,0,0,0,275,87,47,9,37,48,0.249,4.61,0,2,6,1,397,0,51,1,4,6 +herreal01,2003,1,CLE,AL,0,0,10,0,0,0,0,21,7,7,3,8,6,0.250,9.00,1,1,0,0,36,3,7,0,0,0 +hillje02,2003,1,KCA,AL,0,0,1,0,0,0,0,3,1,0,0,0,0,0.250,0.00,0,0,0,0,4,1,0,0,0,0 +hitchst01,2003,1,NYA,AL,1,3,27,1,0,0,0,149,57,30,6,18,36,0.285,5.44,3,1,0,0,221,8,33,1,2,3 +hitchst01,2003,2,SLN,NL,5,1,8,6,0,0,0,114,34,16,8,14,32,0.238,3.79,1,2,1,0,162,0,17,3,1,1 +hodgetr01,2003,1,ATL,NL,3,3,52,1,0,0,0,197,69,34,11,31,66,0.268,4.66,7,7,3,0,296,15,38,2,3,4 +hoffmtr01,2003,1,SDN,NL,0,0,9,0,0,0,0,27,7,2,1,3,11,0.212,2.00,0,0,0,0,36,7,2,0,0,1 +holmeda01,2003,1,ATL,NL,1,2,48,0,0,0,0,126,47,20,5,11,46,0.280,4.29,0,1,0,0,180,12,22,0,1,4 +howarbe01,2003,1,SDN,NL,1,3,6,6,0,0,0,104,31,14,10,15,24,0.235,3.63,1,1,0,0,148,0,17,1,0,1 +howrybo01,2003,1,BOS,AL,0,0,4,0,0,0,0,13,11,6,1,3,4,0.478,12.46,1,0,0,0,27,3,6,0,1,0 +hudsoti01,2003,1,OAK,AL,16,7,34,34,3,2,0,720,197,72,15,61,162,0.223,2.70,9,6,10,0,967,0,84,11,2,23 +ishiika01,2003,1,LAN,NL,9,7,27,27,0,0,0,441,129,63,16,101,140,0.238,3.86,4,10,6,2,656,0,72,6,2,15 +isrinja01,2003,1,SLN,NL,0,1,40,0,0,0,22,126,31,11,2,18,41,0.200,2.36,1,6,0,0,174,31,14,1,0,4 +jacksed01,2003,1,LAN,NL,2,1,4,3,0,0,0,66,17,6,2,11,19,0.221,2.45,1,3,1,0,91,0,6,1,1,4 +jarvike01,2003,1,SDN,NL,4,8,16,16,0,0,0,276,113,60,15,32,49,0.304,5.87,5,2,2,0,413,0,65,2,5,7 +jennija01,2003,1,COL,NL,12,13,32,32,1,0,0,544,212,103,20,88,119,0.299,5.11,7,7,5,0,820,0,115,11,6,22 +jensery01,2003,1,SFN,NL,0,0,6,2,0,0,0,40,21,16,6,5,3,0.404,10.80,0,0,1,0,64,3,16,4,2,2 +jimenjo01,2003,1,COL,NL,2,10,63,7,0,0,20,305,137,59,7,32,45,0.322,5.22,5,4,6,0,471,40,62,4,3,15 +johnsad01,2003,1,MIN,AL,0,1,2,0,0,0,0,4,8,7,1,1,0,0.667,47.25,0,1,0,0,13,1,8,0,0,0 +johnsja02,2003,1,BAL,AL,10,10,32,32,0,0,0,569,216,88,22,80,118,0.283,4.18,8,7,10,0,858,0,100,3,1,14 +johnsjo08,2003,1,HOU,NL,0,1,4,3,0,0,0,46,20,10,2,15,7,0.323,5.87,3,1,0,0,78,0,11,0,1,1 +johnsra05,2003,1,ARI,NL,6,8,18,18,1,1,0,342,125,54,16,27,125,0.280,4.26,3,1,8,1,489,0,61,4,3,8 +jonesgr01,2003,1,ANA,AL,0,0,18,0,0,0,0,83,29,15,3,14,28,0.261,4.88,0,5,2,0,127,7,15,0,0,1 +jonesto02,2003,1,COL,NL,1,4,33,1,0,0,0,118,61,36,8,18,28,0.361,8.24,0,0,1,0,193,7,39,3,2,4 +jonesto02,2003,2,BOS,AL,2,1,26,0,0,0,0,88,32,18,2,13,31,0.269,5.52,2,0,0,0,133,7,19,0,1,1 +journji01,2003,1,SLN,NL,0,0,7,0,0,0,0,27,10,6,0,11,8,0.278,6.00,0,1,0,0,48,2,7,0,1,0 +juliojo01,2003,1,BAL,AL,0,7,64,0,0,0,36,185,60,30,10,34,52,0.256,4.38,4,0,2,0,273,51,36,2,1,7 +jungeer01,2003,1,PHI,NL,0,0,6,0,0,0,0,23,5,3,1,1,5,0.185,3.52,0,0,0,0,28,1,3,0,0,1 +keislra01,2003,1,SDN,NL,0,1,2,2,0,0,0,18,7,8,3,7,5,0.292,12.00,0,0,1,1,33,0,9,0,1,1 +kennejo04,2003,1,TBA,AL,3,12,32,22,1,1,1,401,167,91,19,47,77,0.303,6.13,1,3,11,1,619,7,101,1,8,12 +kershja01,2003,1,TOR,AL,3,3,40,0,0,0,0,162,43,19,5,15,32,0.217,3.17,2,2,2,0,220,8,21,2,3,6 +kidama01,2003,1,LAN,NL,0,1,3,2,0,0,0,36,15,4,0,3,8,0.300,3.00,0,3,0,0,53,1,5,0,0,2 +kiescbr01,2003,1,MIL,NL,1,1,42,0,0,0,0,159,66,31,5,13,39,0.299,5.26,4,2,6,0,242,15,32,2,0,4 +kimby01,2003,1,ARI,NL,1,5,7,7,0,0,0,129,34,17,6,15,33,0.214,3.56,0,0,4,0,181,0,17,3,0,4 +kimby01,2003,2,BOS,AL,8,5,49,5,0,0,16,238,70,28,6,18,69,0.230,3.18,3,1,8,0,336,35,38,3,2,2 +kimsu01,2003,1,MON,NL,0,1,4,3,0,0,0,42,24,13,6,8,5,0.407,8.36,0,0,4,0,72,1,13,0,1,3 +kingra01,2003,1,ATL,NL,3,4,80,0,0,0,0,177,46,23,3,27,43,0.213,3.51,2,4,1,0,247,9,30,1,2,5 +kinnema01,2003,1,MIL,NL,10,13,33,31,1,0,0,572,201,110,27,80,152,0.272,5.19,4,10,6,2,847,1,121,10,11,13 +klinest02,2003,1,SLN,NL,5,5,78,0,0,0,3,191,56,27,5,30,31,0.237,3.82,5,2,3,0,274,22,29,3,2,6 +knotter01,2003,1,MON,NL,1,2,13,1,0,0,0,58,23,11,2,6,17,0.295,5.12,0,0,0,0,86,1,12,1,1,1 +knottga01,2003,1,DET,AL,3,8,20,18,0,0,0,286,111,64,14,47,51,0.288,6.04,0,4,4,0,442,0,70,1,4,7 +kochbi01,2003,1,CHA,AL,5,5,55,0,0,0,11,159,59,34,10,28,42,0.281,5.77,1,3,1,0,244,45,36,2,3,5 +kolbda01,2003,1,MIL,NL,1,2,37,0,0,0,21,124,34,9,2,19,39,0.221,1.96,3,1,1,0,175,25,10,1,0,3 +koplomi01,2003,1,ARI,NL,3,0,31,0,0,0,0,113,31,9,3,10,27,0.225,2.15,1,1,5,0,157,5,11,2,2,1 +lackejo01,2003,1,ANA,AL,10,16,33,33,2,2,0,612,223,105,31,66,151,0.278,4.63,4,11,10,1,885,0,117,2,6,19 +lawrebr02,2003,1,SDN,NL,10,15,33,33,1,0,0,632,206,98,27,57,116,0.258,4.19,8,4,11,0,884,0,106,11,6,23 +ledezwi01,2003,1,DET,AL,3,7,34,8,0,0,0,252,99,54,12,35,49,0.297,5.79,3,2,3,0,376,13,55,1,4,11 +leecl02,2003,1,CLE,AL,3,3,9,9,0,0,0,157,41,21,7,20,44,0.220,3.61,1,3,2,0,210,0,28,1,1,7 +leeda01,2003,1,CLE,AL,1,0,8,0,0,0,0,23,4,4,1,6,7,0.143,4.70,1,1,0,0,34,2,4,0,0,0 +leiteal01,2003,1,NYN,NL,15,9,30,30,1,1,0,542,176,80,15,94,139,0.260,3.99,11,5,9,1,798,0,83,11,6,19 +leskacu01,2003,1,MIL,NL,4,0,26,0,0,0,0,80,22,8,1,18,28,0.227,2.70,0,2,1,0,116,5,8,0,0,2 +leskacu01,2003,2,KCA,AL,1,0,27,0,0,0,2,78,16,5,1,11,22,0.180,1.73,1,1,0,0,101,9,7,0,1,3 +levinal01,2003,1,TBA,AL,3,5,36,0,0,0,0,149,45,16,7,18,25,0.243,2.90,0,3,2,0,208,14,23,3,0,5 +levinal01,2003,2,KCA,AL,0,1,18,0,0,0,1,64,22,6,2,11,5,0.268,2.53,1,0,1,0,95,7,6,1,0,4 +levraal01,2003,1,FLO,NL,1,0,19,0,0,0,0,84,38,12,3,15,21,0.333,3.86,2,1,1,0,133,4,12,1,2,4 +lewisco01,2003,1,TEX,AL,10,9,26,26,0,0,0,381,163,103,23,70,88,0.317,7.30,1,5,5,0,594,0,104,2,2,12 +lidgebr01,2003,1,HOU,NL,6,3,78,0,0,0,1,255,60,34,6,42,97,0.202,3.60,7,4,5,1,349,9,36,2,3,6 +lidleco01,2003,1,TOR,AL,12,15,31,31,2,0,0,578,216,123,24,60,112,0.282,5.75,3,9,5,0,840,0,133,5,5,20 +ligteke01,2003,1,BAL,AL,4,2,68,0,0,0,1,178,60,22,9,14,47,0.263,3.34,3,0,2,0,247,21,23,2,1,3 +lillyte01,2003,1,OAK,AL,12,10,32,31,0,0,0,535,179,86,24,58,147,0.255,4.34,3,5,5,4,773,0,92,3,4,9 +limajo01,2003,1,KCA,AL,8,3,14,14,0,0,0,220,80,40,7,26,32,0.280,4.91,0,2,5,2,321,0,40,1,3,9 +lincomi01,2003,1,PIT,NL,3,4,36,0,0,0,5,109,38,21,5,13,28,0.277,5.20,0,1,1,0,153,14,22,1,1,6 +linebsc01,2003,1,HOU,NL,1,1,9,6,0,0,0,95,38,15,4,14,17,0.317,4.26,1,5,3,0,140,2,15,2,1,6 +linebsc01,2003,2,SDN,NL,2,1,43,0,0,0,0,182,55,19,5,22,51,0.244,2.82,3,6,3,0,257,6,22,2,5,1 +lintodo01,2003,1,TOR,AL,0,0,7,0,0,0,0,27,7,3,2,4,7,0.226,3.00,0,0,0,0,35,7,3,0,0,1 +lloydgr01,2003,1,NYN,NL,1,2,36,0,0,0,0,106,39,13,2,7,17,0.281,3.31,2,1,0,0,149,12,16,1,2,5 +lloydgr01,2003,2,KCA,AL,0,2,16,0,0,0,0,37,29,15,0,7,8,0.453,10.95,0,0,1,0,74,4,18,0,2,1 +loaizes01,2003,1,CHA,AL,21,9,34,34,1,0,0,679,196,73,17,56,207,0.233,2.90,2,3,10,1,922,0,75,7,6,13 +loeweca01,2003,1,SDN,NL,1,2,5,5,0,0,0,65,35,16,3,8,11,0.368,6.65,1,1,1,0,105,0,17,0,1,3 +lohseky01,2003,1,MIN,AL,14,11,33,33,2,1,0,603,211,103,28,45,130,0.268,4.61,1,10,5,1,850,0,107,8,5,10 +loopeaa01,2003,1,SEA,AL,0,0,6,0,0,0,0,21,7,4,1,2,6,0.269,5.14,0,0,1,0,29,3,4,0,0,1 +loopebr01,2003,1,FLO,NL,6,4,74,0,0,0,28,242,82,33,4,29,56,0.264,3.68,1,2,1,0,347,64,34,3,3,10 +lopezal02,2003,1,KCA,AL,4,2,15,0,0,0,0,68,41,32,7,17,15,0.383,12.71,1,3,0,0,125,3,32,1,0,0 +lopezaq01,2003,1,TOR,AL,1,3,72,0,0,0,14,221,58,28,5,34,64,0.212,3.42,5,2,5,1,316,34,31,2,2,4 +lopezja02,2003,1,COL,NL,4,1,75,0,0,0,1,175,58,24,5,12,40,0.258,3.70,2,1,4,3,242,11,25,1,0,5 +lopezro01,2003,1,BAL,AL,7,10,26,26,3,1,0,441,188,95,24,43,103,0.313,5.82,6,2,10,1,663,0,101,3,7,11 +louxsh01,2003,1,DET,AL,1,1,11,4,0,0,0,91,37,24,4,12,8,0.303,7.12,1,1,4,0,140,1,24,1,1,3 +lowede01,2003,1,BOS,AL,17,7,33,33,1,0,0,610,216,101,17,72,110,0.272,4.47,4,3,11,0,886,0,113,3,5,21 +lowese01,2003,1,KCA,AL,1,1,28,0,0,0,0,134,55,31,7,21,28,0.301,6.25,5,2,2,0,208,6,32,1,1,3 +lowryno01,2003,1,SFN,NL,0,0,4,0,0,0,0,19,1,0,0,2,5,0.048,0.00,0,0,1,0,24,3,0,0,0,0 +lyonbr01,2003,1,BOS,AL,4,6,49,0,0,0,9,177,73,27,6,19,50,0.296,4.12,5,0,2,0,273,31,33,1,4,2 +macdomi01,2003,1,KCA,AL,3,5,68,0,0,0,27,192,64,29,4,32,57,0.267,4.08,0,6,8,0,285,61,36,3,2,10 +maddugr01,2003,1,ATL,NL,16,11,36,36,1,0,0,655,225,96,24,33,124,0.268,3.96,7,3,8,0,901,0,112,10,9,20 +madsory01,2003,1,PHI,NL,0,0,1,0,0,0,0,6,0,0,0,0,0,0.000,0.00,0,0,0,0,6,0,0,0,0,0 +mahayro01,2003,1,TEX,AL,3,3,35,0,0,0,0,136,33,16,3,20,38,0.195,3.18,7,4,0,0,189,5,19,0,0,1 +mahompa01,2003,1,PIT,NL,0,1,9,1,0,0,0,67,19,12,2,12,13,0.241,4.84,1,1,0,0,97,1,13,2,4,2 +malasma01,2003,1,TBA,AL,2,1,22,0,0,0,0,48,13,5,0,12,17,0.232,2.81,3,0,1,0,70,3,7,1,0,4 +mannida01,2003,1,MIL,NL,0,2,2,2,0,0,0,20,11,12,1,8,2,0.393,16.20,0,2,0,0,38,0,13,1,1,1 +mannji01,2003,1,PIT,NL,0,0,2,0,0,0,0,5,5,2,1,1,1,0.455,10.80,0,0,0,0,12,0,4,0,0,0 +manonju01,2003,1,MON,NL,1,2,23,0,0,0,1,85,26,13,3,17,15,0.252,4.13,1,0,1,0,125,7,13,2,2,3 +mantema01,2003,1,ARI,NL,5,4,50,0,0,0,29,165,37,16,6,18,68,0.191,2.62,1,1,2,0,220,44,17,4,2,1 +manzajo01,2003,1,CIN,NL,0,2,9,0,0,0,0,32,21,15,7,4,12,0.389,12.66,0,0,0,0,59,1,20,1,0,0 +marotmi01,2003,1,DET,AL,9,21,33,33,1,0,0,580,231,123,34,50,87,0.299,5.73,2,7,8,0,847,0,131,8,8,18 +marquja01,2003,1,ATL,NL,0,0,21,2,0,0,1,122,43,25,3,18,19,0.270,5.53,2,2,2,0,182,10,27,0,3,4 +marteda01,2003,1,CHA,AL,4,2,71,0,0,0,11,239,50,14,3,34,87,0.185,1.58,6,1,3,0,314,25,16,3,3,7 +martilu01,2003,1,MIL,NL,0,3,4,4,0,0,0,49,25,18,3,15,10,0.373,9.92,2,3,0,1,86,0,18,4,0,2 +martipe02,2003,1,BOS,AL,14,4,29,29,3,0,0,560,147,46,7,47,206,0.215,2.22,0,5,9,0,749,0,52,4,4,9 +martito02,2003,1,LAN,NL,1,2,80,0,0,0,0,153,36,20,6,24,51,0.198,3.53,4,1,2,0,210,13,21,0,2,5 +mateoju01,2003,1,SEA,AL,4,0,50,0,0,0,1,257,69,30,14,13,71,0.220,3.15,1,1,5,1,338,17,32,2,4,6 +matthmi01,2003,1,SDN,NL,6,4,77,0,0,0,0,194,65,32,4,29,44,0.271,4.45,5,4,4,0,281,20,34,3,5,7 +mayda02,2003,1,KCA,AL,10,8,35,32,2,1,0,630,197,88,31,53,115,0.246,3.77,1,5,2,0,868,1,98,5,6,10 +maysjo01,2003,1,MIN,AL,8,8,31,21,0,0,0,390,159,91,21,39,50,0.302,6.30,2,3,4,0,576,4,92,3,3,17 +mccluse01,2003,1,TBA,AL,4,1,12,5,0,0,0,116,33,23,6,25,25,0.241,5.35,1,2,3,0,167,2,23,1,1,3 +meadobr01,2003,1,PIT,NL,2,1,34,7,0,0,1,229,91,40,8,11,38,0.290,4.72,2,4,1,0,329,11,45,2,1,5 +mearsch01,2003,1,DET,AL,1,3,29,3,0,0,5,124,50,25,5,11,21,0.307,5.44,0,2,3,0,178,16,28,0,1,7 +mechegi01,2003,1,SEA,AL,15,13,32,32,1,0,0,559,187,95,30,63,130,0.263,4.59,2,7,3,0,785,0,97,3,5,17 +mecirji01,2003,1,OAK,AL,2,3,41,0,0,0,1,111,40,23,4,16,25,0.280,5.59,1,1,1,0,165,7,25,3,2,3 +mendora01,2003,1,BOS,AL,3,5,37,5,0,0,0,200,98,50,10,20,36,0.349,6.75,4,1,5,0,311,8,51,1,4,8 +mercahe01,2003,1,PHI,NL,0,0,13,0,0,0,1,56,18,12,5,12,15,0.254,5.79,0,1,1,0,86,4,12,0,2,1 +mercejo02,2003,1,MON,NL,0,0,5,0,0,0,0,22,6,0,0,5,3,0.231,0.00,0,1,0,0,31,0,3,0,0,3 +merckke01,2003,1,CIN,NL,0,2,49,0,0,0,0,115,31,10,5,25,41,0.225,2.35,2,2,0,1,169,8,13,6,0,3 +merckke01,2003,2,ATL,NL,0,0,18,0,0,0,1,51,15,2,1,7,7,0.231,1.06,2,2,0,0,73,7,3,0,1,0 +mesajo01,2003,1,PHI,NL,5,7,61,0,0,0,24,174,71,42,7,31,45,0.296,6.52,2,3,1,0,273,47,44,1,0,9 +miadiba01,2003,1,ANA,AL,0,0,1,0,0,0,0,6,5,4,0,1,3,0.500,18.00,0,1,1,0,12,0,4,0,0,0 +micelda01,2003,1,COL,NL,0,2,14,0,0,0,0,62,24,13,7,9,18,0.286,5.66,1,1,1,0,95,1,13,1,0,0 +micelda01,2003,2,CLE,AL,1,1,13,0,0,0,0,45,9,2,1,6,19,0.164,1.20,1,1,0,0,61,4,4,0,0,0 +micelda01,2003,3,NYA,AL,0,0,7,0,0,0,1,14,4,3,2,3,1,0.211,5.79,0,0,0,0,22,3,3,0,0,0 +micelda01,2003,4,HOU,NL,1,1,23,0,0,0,0,90,22,7,3,7,20,0.208,2.10,1,2,1,1,116,8,7,2,0,3 +middlja01,2003,1,NYN,NL,0,0,5,0,0,0,0,21,13,8,0,4,3,0.433,10.29,0,1,0,0,36,2,8,1,1,3 +millema02,2003,1,COL,NL,0,0,4,0,0,0,0,13,5,1,0,2,5,0.313,2.08,0,0,0,0,18,2,1,0,0,0 +milletr02,2003,1,TOR,AL,2,2,79,0,0,0,3,158,46,27,7,28,44,0.231,4.61,3,2,5,0,233,18,30,1,0,4 +millewa04,2003,1,HOU,NL,14,13,33,33,1,0,0,562,168,86,17,77,161,0.242,4.13,1,4,10,0,797,0,96,8,7,10 +millwke01,2003,1,PHI,NL,14,12,35,35,5,3,0,666,210,99,19,68,169,0.250,4.01,6,2,4,0,930,0,103,12,5,19 +miltoer01,2003,1,MIN,AL,1,0,3,3,0,0,0,51,15,5,2,1,7,0.234,2.65,0,0,0,0,66,0,5,0,1,0 +mitrese01,2003,1,CHN,NL,0,1,3,2,0,0,0,26,15,8,1,4,3,0.395,8.31,1,0,0,0,43,1,8,0,1,2 +moehlbr01,2003,1,HOU,NL,0,0,3,3,0,0,0,41,22,12,4,6,5,0.379,7.90,0,0,0,0,66,0,12,1,1,2 +molinga01,2003,1,SLN,NL,0,0,3,0,0,0,0,8,5,4,1,1,1,0.385,13.50,0,0,0,0,14,1,4,0,0,0 +morenor01,2003,1,NYN,NL,0,0,7,0,0,0,0,24,10,7,1,3,5,0.313,7.88,0,0,0,0,36,4,7,1,0,1 +morrima01,2003,1,SLN,NL,11,8,27,27,5,3,0,517,164,72,20,39,120,0.252,3.76,1,3,4,0,703,0,76,5,3,17 +mossda01,2003,1,SFN,NL,9,7,21,20,0,0,0,345,121,60,12,63,57,0.273,4.70,3,11,5,3,518,0,62,3,4,12 +mossda01,2003,2,BAL,AL,1,5,10,9,0,0,0,152,63,35,12,29,22,0.307,6.22,2,1,6,0,244,0,40,2,2,4 +motagu01,2003,1,LAN,NL,6,3,76,0,0,0,1,315,78,23,7,26,99,0.206,1.97,4,0,1,0,410,18,23,3,1,6 +mouncto01,2003,1,TEX,AL,1,5,11,11,0,0,0,152,65,40,9,25,30,0.317,7.11,0,1,5,0,238,0,42,2,1,2 +moyerja01,2003,1,SEA,AL,21,7,33,33,1,0,0,645,199,78,19,66,129,0.246,3.27,3,0,8,0,897,0,83,7,6,19 +muldema01,2003,1,OAK,AL,15,9,26,26,9,2,0,560,180,65,15,40,128,0.259,3.13,2,7,2,0,747,0,66,7,2,20 +mulhote01,2003,1,CLE,AL,3,4,45,3,0,0,0,297,117,54,17,37,42,0.295,4.91,6,1,6,0,445,14,60,0,6,12 +mullesc01,2003,1,KCA,AL,0,0,2,0,0,0,0,13,11,8,2,5,3,0.458,16.62,0,1,0,0,29,0,8,0,0,0 +mullesc01,2003,2,LAN,NL,0,0,1,1,0,0,0,9,2,3,0,5,1,0.200,9.00,0,0,1,0,17,0,3,0,1,0 +munrope01,2003,1,HOU,NL,3,4,40,2,0,0,0,162,63,28,7,26,27,0.294,4.67,2,1,5,0,249,8,30,3,1,7 +mussimi01,2003,1,NYA,AL,17,8,31,31,2,1,0,644,192,81,21,40,195,0.238,3.40,4,4,3,0,855,0,86,1,4,11 +myersbr01,2003,1,PHI,NL,14,9,32,32,1,1,0,579,205,95,20,76,143,0.272,4.43,8,9,9,0,848,0,99,6,3,20 +myersmi01,2003,1,ARI,NL,0,1,64,0,0,0,0,109,38,23,4,21,21,0.262,5.70,1,1,5,0,172,17,23,1,0,2 +myersro01,2003,1,LAN,NL,0,0,4,0,0,0,0,27,10,6,1,4,5,0.270,6.00,0,0,1,0,42,3,7,0,0,2 +myettaa01,2003,1,CLE,AL,0,0,2,0,0,0,0,8,7,7,1,2,1,0.467,23.63,0,0,1,0,18,1,7,0,0,0 +nagych01,2003,1,SDN,NL,0,2,5,0,0,0,0,37,15,6,0,3,7,0.313,4.38,0,0,0,0,52,0,7,1,0,2 +nakammi01,2003,1,MIN,AL,0,0,12,0,0,0,1,38,20,11,4,2,14,0.339,7.82,0,0,1,0,62,7,11,0,0,0 +nancesh01,2003,1,MIL,NL,0,2,26,0,0,0,0,73,34,13,5,10,25,0.327,4.81,1,1,1,0,118,6,16,1,2,2 +nathajo01,2003,1,SFN,NL,12,4,78,0,0,0,0,237,51,26,7,33,83,0.186,2.96,3,4,3,1,316,9,26,2,4,4 +neaglde01,2003,1,COL,NL,2,4,7,7,0,0,0,106,47,31,12,12,21,0.320,7.90,0,1,1,0,161,0,31,1,0,5 +nealbl01,2003,1,FLO,NL,0,0,18,0,0,0,0,63,38,19,2,9,10,0.413,8.14,1,1,1,0,108,6,20,1,5,1 +nelsoje01,2003,1,SEA,AL,3,2,46,0,0,0,7,113,34,14,3,14,47,0.248,3.35,1,2,2,1,159,25,16,4,2,3 +nelsoje01,2003,2,NYA,AL,1,0,24,0,0,0,1,53,17,9,1,10,21,0.246,4.58,2,1,2,0,81,3,9,0,0,0 +neumi01,2003,1,OAK,AL,0,0,32,0,0,0,1,126,43,17,2,26,20,0.261,3.64,2,4,2,0,194,26,18,1,0,3 +nitkocj01,2003,1,TEX,AL,0,0,6,0,0,0,0,29,17,8,0,8,5,0.415,7.45,1,0,0,0,52,0,8,1,2,2 +nomohi01,2003,1,LAN,NL,16,13,33,33,2,2,0,655,175,75,24,98,177,0.223,3.09,6,11,1,0,897,0,82,11,3,13 +nortoph01,2003,1,CHN,NL,0,0,4,0,0,0,0,10,2,2,0,3,0,0.182,5.40,0,1,0,0,14,2,2,0,0,1 +nortoph01,2003,2,CIN,NL,0,0,17,0,0,0,0,44,7,4,0,6,7,0.149,2.45,0,0,0,0,54,2,4,1,0,2 +nunezvl01,2003,1,FLO,NL,0,3,14,0,0,0,0,32,21,19,7,7,10,0.396,16.03,0,0,0,0,63,4,21,1,2,0 +obermwe01,2003,1,MIL,NL,2,5,12,11,0,0,0,197,81,37,10,25,34,0.301,5.07,2,5,6,0,303,0,40,1,2,6 +ohkato01,2003,1,MON,NL,10,12,34,34,2,0,0,597,233,92,24,45,118,0.292,4.16,11,8,9,0,864,0,106,8,3,18 +ohmeke01,2003,1,SLN,NL,0,0,2,0,0,0,0,13,3,0,0,1,2,0.200,0.00,1,1,0,0,17,0,0,0,1,0 +oliveda02,2003,1,COL,NL,13,11,33,32,1,0,0,541,201,101,21,61,88,0.284,5.04,3,0,8,0,786,0,108,4,5,22 +olsenke01,2003,1,FLO,NL,0,0,7,0,0,0,0,36,25,17,2,4,12,0.431,12.75,1,1,0,0,62,2,18,0,0,4 +oropeed01,2003,1,ARI,NL,3,3,47,0,0,0,0,116,38,25,3,27,39,0.257,5.82,2,3,2,1,180,9,27,3,0,3 +oroscje01,2003,1,SDN,NL,1,1,42,0,0,0,2,75,33,21,4,10,22,0.317,7.56,0,4,2,0,118,10,22,0,2,0 +oroscje01,2003,2,NYA,AL,0,0,15,0,0,0,0,13,4,5,0,6,4,0.250,10.38,3,0,0,0,24,0,6,1,1,0 +oroscje01,2003,3,MIN,AL,1,1,8,0,0,0,0,14,4,3,0,5,3,0.235,5.79,0,3,1,0,24,3,3,0,1,0 +ortizra01,2003,1,ANA,AL,16,13,32,32,1,0,0,540,209,104,28,63,94,0.287,5.20,0,4,12,0,814,0,121,3,7,16 +ortizru01,2003,1,ATL,NL,21,7,34,34,1,1,0,637,177,90,17,102,149,0.223,3.81,7,5,4,0,912,0,101,6,7,9 +osunaan01,2003,1,NYA,AL,2,5,48,0,0,0,0,152,58,21,3,20,47,0.282,3.73,3,3,2,0,232,16,22,2,2,0 +oswalro01,2003,1,HOU,NL,10,5,21,21,0,0,0,382,116,42,15,29,108,0.246,2.97,0,1,5,0,514,0,48,7,1,11 +padilvi01,2003,1,PHI,NL,14,12,32,32,1,1,0,626,196,84,22,62,133,0.251,3.62,4,3,16,2,876,0,94,11,7,23 +paintla01,2003,1,SLN,NL,0,1,22,0,0,0,0,54,17,11,3,7,11,0.246,5.50,1,0,0,0,77,1,12,1,0,2 +paniajo01,2003,1,CHA,AL,0,0,1,0,0,0,0,1,3,4,0,1,0,0.750,108.00,0,0,0,0,5,0,4,0,0,0 +parkch01,2003,1,TEX,AL,1,3,7,7,0,0,0,89,34,25,5,25,16,0.306,7.58,0,1,6,1,146,0,26,1,3,8 +paronch01,2003,1,CLE,AL,0,2,6,0,0,0,0,20,7,7,1,3,6,0.292,9.45,0,0,0,0,29,5,8,1,1,0 +parquji01,2003,1,TBA,AL,1,1,5,5,0,0,0,52,27,23,2,16,8,0.351,11.94,0,0,1,0,95,0,23,1,0,3 +parrijo01,2003,1,BAL,AL,0,1,14,0,0,0,0,71,17,5,2,8,15,0.205,1.90,2,2,1,0,93,2,7,0,1,5 +parrist01,2003,1,TBA,AL,0,3,10,7,0,0,0,131,60,30,12,13,14,0.328,6.18,0,2,0,0,200,1,32,2,2,2 +patteda04,2003,1,DET,AL,0,0,19,0,0,0,3,53,15,8,1,4,19,0.227,4.08,0,0,1,0,73,9,8,2,0,1 +pattejo02,2003,1,ARI,NL,1,4,16,8,0,0,1,165,61,37,7,30,43,0.281,6.05,5,4,2,0,252,3,39,1,2,2 +pavanca01,2003,1,FLO,NL,12,13,33,32,2,0,0,603,204,96,19,49,133,0.265,4.30,10,3,7,2,846,1,99,9,10,16 +pearcjo01,2003,1,SLN,NL,0,0,7,0,0,0,0,27,11,3,0,2,4,0.306,3.00,0,1,1,0,39,2,3,0,0,1 +pearsja01,2003,1,SLN,NL,0,0,2,0,0,0,0,3,4,7,1,3,1,0.571,63.00,0,0,0,0,10,0,7,0,0,0 +peavyja01,2003,1,SDN,NL,12,11,32,32,0,0,0,584,173,89,33,82,156,0.238,4.11,3,2,6,0,827,0,94,7,5,20 +pennybr01,2003,1,FLO,NL,14,10,32,32,0,0,0,589,195,90,21,56,138,0.264,4.13,6,3,3,4,811,0,96,7,5,26 +percitr01,2003,1,ANA,AL,0,5,52,0,0,0,33,148,33,19,7,23,48,0.184,3.47,1,1,3,0,206,49,22,0,1,1 +perezod01,2003,1,LAN,NL,12,12,30,30,0,0,0,556,191,93,28,46,141,0.267,4.52,4,2,3,1,772,0,98,5,3,20 +perezol01,2003,1,SDN,NL,4,7,19,19,0,0,0,311,103,62,20,65,117,0.258,5.38,2,6,3,1,473,0,65,4,2,8 +perezol01,2003,2,PIT,NL,0,3,5,5,0,0,0,69,26,15,2,12,24,0.283,5.87,1,1,1,0,106,0,15,1,0,0 +persoro01,2003,1,BOS,AL,0,0,7,0,0,0,1,35,11,10,0,8,10,0.250,7.71,0,2,1,0,55,3,10,0,2,0 +pettian01,2003,1,NYA,AL,21,8,33,33,1,0,0,625,227,93,21,50,180,0.272,4.02,3,5,1,0,896,0,109,5,5,18 +phelpto01,2003,1,FLO,NL,3,2,27,7,0,0,0,189,70,28,3,23,43,0.282,4.00,1,1,2,0,276,8,32,1,2,6 +phillja03,2003,1,CLE,AL,0,1,3,0,0,0,0,15,9,5,1,2,2,0.409,9.00,0,0,0,0,25,2,5,0,1,0 +pineijo01,2003,1,SEA,AL,16,11,32,32,3,2,0,635,192,89,19,76,151,0.241,3.78,3,5,6,0,890,0,94,3,9,20 +plesada01,2003,1,PHI,NL,2,1,58,0,0,0,2,100,29,10,3,11,37,0.228,2.70,1,1,1,0,141,9,12,2,0,1 +politcl01,2003,1,TOR,AL,1,5,54,0,0,0,12,148,52,31,11,17,40,0.269,5.66,4,1,1,0,216,30,32,1,3,2 +ponsosi01,2003,1,BAL,AL,14,6,21,21,4,0,0,444,147,62,10,43,100,0.258,3.77,2,6,4,0,622,0,65,2,3,15 +ponsosi01,2003,2,SFN,NL,3,6,10,10,0,0,0,204,64,28,6,18,34,0.255,3.71,3,3,1,0,276,0,29,4,2,10 +porzimi01,2003,1,CHA,AL,1,1,3,3,0,0,0,42,18,10,2,1,9,0.321,6.43,0,0,2,0,62,0,10,2,1,0 +powelbr01,2003,1,SFN,NL,0,1,1,1,0,0,0,14,8,7,3,1,3,0.381,13.50,0,0,0,0,22,0,7,0,0,1 +powelja04,2003,1,TEX,AL,3,0,51,0,0,0,0,176,75,51,7,34,40,0.319,7.82,3,6,2,0,279,20,58,1,6,7 +prinzbr01,2003,1,ARI,NL,0,0,1,0,0,0,0,3,1,0,0,1,1,0.250,0.00,1,0,0,0,5,0,0,0,0,0 +prinzbr01,2003,2,NYA,AL,0,0,2,0,0,0,0,6,6,4,1,3,2,0.500,18.00,1,0,0,0,15,2,4,0,0,0 +priorma01,2003,1,CHN,NL,18,6,30,30,3,1,0,634,183,57,15,50,245,0.231,2.43,4,9,9,0,863,0,67,9,2,14 +puffebr01,2003,1,HOU,NL,0,0,13,0,0,0,0,63,24,12,2,16,10,0.300,5.14,3,1,1,0,99,4,13,2,0,4 +pulidca01,2003,1,MIN,AL,0,1,7,1,0,0,0,47,15,7,0,3,6,0.254,4.02,0,1,0,0,65,1,9,1,2,1 +putzjj01,2003,1,SEA,AL,0,0,3,0,0,0,0,11,4,2,0,3,3,0.267,4.91,0,0,0,0,18,0,2,0,0,0 +quantpa01,2003,1,LAN,NL,2,5,89,0,0,0,1,232,61,15,2,15,44,0.227,1.75,2,0,3,0,291,21,18,4,0,16 +queveru01,2003,1,MIL,NL,1,4,9,8,0,0,0,128,53,32,12,23,19,0.314,6.75,1,0,0,0,196,0,32,1,3,4 +radkebr01,2003,1,MIN,AL,14,10,33,33,3,1,0,637,242,106,32,28,120,0.288,4.49,2,0,5,0,888,0,111,12,4,11 +raggibr01,2003,1,ARI,NL,0,0,10,0,0,0,1,25,9,6,1,6,8,0.290,6.48,1,0,0,0,38,4,6,1,0,1 +ramirer01,2003,1,TEX,AL,3,1,34,0,0,0,0,147,46,21,4,9,28,0.251,3.86,0,1,4,0,200,9,21,2,2,3 +ramirho01,2003,1,ATL,NL,12,4,29,29,1,0,0,547,181,81,21,72,100,0.263,4.00,10,5,6,1,781,0,91,12,3,29 +ramosma01,2003,1,TEX,AL,1,1,3,3,0,0,0,39,11,9,3,13,8,0.224,6.23,0,0,2,0,65,0,9,1,0,1 +randasc01,2003,1,CIN,NL,2,5,15,2,0,0,0,83,34,20,1,11,25,0.304,6.51,3,1,2,0,127,2,20,2,0,3 +randost01,2003,1,ARI,NL,8,1,50,0,0,0,0,180,50,27,7,43,50,0.226,4.05,3,4,2,2,271,9,28,5,0,3 +reamebr01,2003,1,MON,NL,0,0,2,0,0,0,0,4,4,4,0,2,1,0.500,27.00,0,0,0,0,10,0,4,0,0,0 +redditi01,2003,1,HOU,NL,10,14,33,32,0,0,0,528,179,72,16,65,116,0.261,3.68,4,3,7,0,769,0,85,7,3,9 +redmama01,2003,1,FLO,NL,14,9,29,29,3,0,0,572,172,76,16,61,151,0.239,3.59,3,8,5,2,802,0,82,10,5,16 +reedri01,2003,1,MIN,AL,6,12,27,21,2,1,0,405,155,76,21,29,71,0.285,5.07,2,3,5,0,583,1,80,2,4,8 +reedst01,2003,1,COL,NL,5,3,67,0,0,0,0,190,59,23,9,26,39,0.254,3.27,3,1,8,2,269,22,24,2,1,10 +reichda01,2003,1,TOR,AL,0,0,15,0,0,0,0,49,28,11,2,8,13,0.389,6.06,3,0,2,0,82,2,12,0,0,5 +reithbr01,2003,1,CIN,NL,2,3,42,1,0,0,1,184,61,28,8,36,39,0.263,4.11,6,1,1,0,277,15,32,3,5,3 +reitsch01,2003,1,CIN,NL,9,5,57,3,0,0,12,252,92,40,14,19,53,0.281,4.29,6,2,0,0,351,36,41,4,1,12 +remlimi01,2003,1,CHN,NL,6,5,73,0,0,0,0,207,54,28,11,39,83,0.211,3.65,4,2,2,0,301,26,30,2,2,3 +reyesal01,2003,1,NYA,AL,0,0,13,0,0,0,0,51,13,6,1,9,9,0.203,3.18,1,1,0,0,73,2,7,0,0,3 +reyesca01,2003,1,TBA,AL,0,3,10,3,0,0,0,119,40,23,10,5,13,0.265,5.22,0,1,2,1,161,5,23,1,2,3 +reyesde01,2003,1,PIT,NL,0,0,12,0,0,0,0,31,10,12,1,9,11,0.263,10.45,1,5,0,0,50,4,13,1,2,0 +reyesde01,2003,2,ARI,NL,0,0,3,0,0,0,0,7,5,3,1,1,5,0.417,11.57,0,0,0,0,13,0,3,0,0,0 +reynosh01,2003,1,ATL,NL,11,9,30,29,0,0,0,502,191,101,20,59,94,0.293,5.43,6,0,8,1,731,0,104,10,3,20 +rhodear01,2003,1,SEA,AL,3,3,67,0,0,0,3,162,53,25,4,18,48,0.256,4.17,2,2,1,0,228,14,25,2,0,5 +riedljo01,2003,1,CIN,NL,2,3,55,8,0,0,1,303,107,55,7,47,65,0.270,4.90,0,7,3,1,455,11,61,2,6,11 +riggaje01,2003,1,CLE,AL,0,0,2,0,0,0,0,12,7,4,0,1,2,0.412,9.00,0,0,0,1,19,1,4,0,1,0 +rileyma01,2003,1,BAL,AL,1,0,2,2,0,0,0,30,7,2,1,5,8,0.194,1.80,0,0,0,0,41,0,2,0,0,2 +rincoju01,2003,1,MIN,AL,5,6,58,0,0,0,0,257,74,35,5,38,63,0.231,3.68,7,7,4,0,370,20,38,2,5,2 +rincori01,2003,1,OAK,AL,8,4,64,0,0,0,0,166,45,20,4,32,40,0.230,3.25,4,0,3,0,241,16,21,8,2,0 +riskeda01,2003,1,CLE,AL,2,2,68,0,0,0,8,224,52,19,9,20,82,0.196,2.29,3,1,3,0,293,24,21,4,1,6 +ritchto01,2003,1,MIL,NL,1,2,5,5,0,0,0,85,36,16,4,10,15,0.319,5.08,0,3,4,0,131,0,17,2,2,3 +riverma01,2003,1,NYA,AL,5,2,64,0,0,0,40,212,61,13,3,10,63,0.235,1.66,1,0,4,0,277,57,15,1,2,8 +roachja01,2003,1,NYN,NL,0,2,2,2,0,0,0,27,14,12,3,4,2,0.350,12.00,0,2,1,0,46,0,12,1,0,1 +roajo01,2003,1,PHI,NL,0,2,6,3,0,0,0,58,28,13,3,4,16,0.341,6.05,0,1,1,0,88,1,13,1,0,3 +roajo01,2003,2,COL,NL,0,0,4,0,0,0,0,20,7,3,2,0,4,0.269,4.05,0,0,0,0,26,3,3,0,0,0 +roajo01,2003,3,SDN,NL,1,1,18,1,0,0,0,76,34,19,5,6,18,0.315,6.75,0,0,1,0,118,5,20,2,1,0 +robergr01,2003,1,NYN,NL,0,3,18,0,0,0,1,57,19,8,0,3,10,0.257,3.79,1,0,1,0,79,5,9,1,0,1 +roberje02,2003,1,HOU,NL,15,9,32,31,0,0,0,482,180,91,23,64,99,0.287,5.10,8,1,6,2,711,0,98,8,5,14 +roberna01,2003,1,DET,AL,1,2,8,8,0,0,0,134,55,27,6,23,33,0.306,5.44,2,3,0,0,203,0,27,0,0,5 +roberwi01,2003,1,BAL,AL,3,1,26,0,0,0,0,118,41,25,7,16,26,0.273,5.72,2,2,7,0,174,9,26,1,0,6 +rockejo01,2003,1,TBA,AL,0,0,2,0,0,0,0,3,2,1,0,3,0,0.500,9.00,0,0,1,0,8,0,1,0,0,1 +rodnefe01,2003,1,DET,AL,1,3,27,0,0,0,3,89,35,20,2,17,33,0.294,6.07,1,0,1,0,143,11,20,3,3,0 +rodrife01,2003,1,SFN,NL,8,2,68,0,0,0,2,183,59,21,5,29,46,0.259,3.10,2,5,4,1,265,24,21,3,1,7 +rodrifr03,2003,1,ANA,AL,8,3,59,0,0,0,2,258,50,29,12,35,95,0.172,3.03,5,7,2,0,334,23,30,2,4,6 +rodriri02,2003,1,ANA,AL,0,0,3,0,0,0,0,11,4,1,0,1,3,0.308,2.45,0,0,0,0,15,2,1,0,1,1 +rodriri03,2003,1,CLE,AL,3,9,15,15,0,0,0,245,89,52,16,28,41,0.275,5.73,1,4,3,1,360,0,57,3,2,7 +rogerke01,2003,1,MIN,AL,13,8,33,31,0,0,0,585,227,99,22,50,116,0.292,4.57,5,6,11,4,851,0,108,9,3,16 +romerjc01,2003,1,MIN,AL,2,0,73,0,0,0,0,189,66,35,7,42,50,0.272,5.00,7,9,6,2,295,17,37,4,0,7 +roneyma01,2003,1,DET,AL,1,9,45,11,0,0,0,302,102,61,17,48,47,0.262,5.45,4,2,4,2,449,12,67,4,4,7 +rosarro01,2003,1,HOU,NL,1,0,2,2,0,0,0,24,5,1,0,3,6,0.172,1.13,1,1,1,0,33,0,2,0,0,0 +rueteki01,2003,1,SFN,NL,10,5,27,27,0,0,0,441,170,74,14,47,41,0.297,4.53,2,0,1,0,632,0,77,9,2,24 +rupery01,2003,1,BOS,AL,1,1,4,1,0,0,0,30,13,7,4,1,7,0.302,6.30,0,0,0,0,45,0,9,1,0,0 +ruschgl01,2003,1,MIL,NL,1,12,32,19,1,0,1,370,171,88,11,45,93,0.331,6.42,3,3,4,0,573,1,93,5,2,11 +ryanbj01,2003,1,BAL,AL,4,1,76,0,0,0,0,151,42,19,1,27,63,0.227,3.40,0,2,3,0,219,17,19,1,3,5 +saarlki01,2003,1,HOU,NL,2,1,36,4,0,0,0,148,55,27,4,17,43,0.281,4.93,3,0,3,0,218,11,31,1,1,6 +sabatcc01,2003,1,CLE,AL,13,9,30,30,2,1,0,593,190,79,19,66,141,0.255,3.60,3,4,6,2,832,0,85,10,4,16 +sadleca01,2003,1,CLE,AL,0,0,18,0,0,0,0,29,11,2,0,5,10,0.306,1.86,0,1,2,0,45,5,2,1,1,2 +sanchdu01,2003,1,PIT,NL,1,0,6,0,0,0,0,18,15,11,2,1,3,0.500,16.50,0,0,2,0,34,2,11,0,1,2 +sanchfe01,2003,1,CHN,NL,0,0,3,0,0,0,0,5,2,2,1,3,2,0.333,10.80,0,0,0,0,9,0,2,0,0,1 +sanchje01,2003,1,COL,NL,0,0,9,0,0,0,0,24,11,8,1,4,2,0.324,9.00,2,1,0,0,38,4,8,0,0,0 +sandeda01,2003,1,CHA,AL,0,0,20,0,0,0,0,66,25,15,5,11,14,0.281,6.14,0,0,1,0,102,7,16,0,1,2 +santajo01,2003,1,MIN,AL,12,3,45,18,0,0,0,475,127,54,17,47,169,0.216,3.07,1,6,3,2,644,7,56,2,4,9 +santijo03,2003,1,CLE,AL,1,3,25,0,0,0,0,95,37,10,2,14,15,0.298,2.84,3,0,0,0,138,4,11,0,0,8 +santovi01,2003,1,TEX,AL,0,2,8,4,0,0,0,77,29,20,5,16,15,0.299,7.01,1,0,1,0,117,2,21,1,1,6 +sasakka01,2003,1,SEA,AL,1,2,35,0,0,0,10,100,31,15,2,15,29,0.238,4.05,2,4,1,0,150,25,17,2,2,0 +sauersc01,2003,1,PIT,NL,3,4,53,0,0,0,0,120,30,18,5,25,32,0.207,4.05,2,0,1,0,173,11,20,2,0,6 +sauersc01,2003,2,BOS,AL,0,1,26,0,0,0,0,50,17,12,1,18,18,0.266,6.48,3,1,4,0,87,2,14,0,1,2 +schilcu01,2003,1,ARI,NL,8,9,24,24,3,2,0,504,144,55,17,32,194,0.230,2.95,2,4,3,0,673,0,58,11,1,9 +schmabr01,2003,1,DET,AL,1,0,11,0,0,0,0,39,14,5,1,4,4,0.292,3.46,0,1,1,0,55,1,6,0,2,4 +schmija01,2003,1,SFN,NL,17,5,29,29,5,3,0,623,152,54,14,46,208,0.200,2.34,1,7,5,1,819,0,56,6,3,10 +schoesc01,2003,1,ANA,AL,1,1,39,0,0,0,0,116,37,17,2,10,29,0.250,3.96,3,1,3,0,163,12,19,1,1,3 +schoesc01,2003,2,CHA,AL,2,1,20,0,0,0,0,78,26,13,1,9,27,0.255,4.50,2,2,1,0,113,7,16,1,0,1 +seaneru01,2003,1,BOS,AL,0,1,9,0,0,0,0,26,11,6,2,6,9,0.297,6.23,1,3,0,0,44,4,7,0,1,0 +seaybo01,2003,1,TBA,AL,0,0,12,0,0,0,0,27,7,3,0,6,5,0.226,3.00,0,0,0,0,39,2,3,0,2,1 +seleaa01,2003,1,ANA,AL,7,11,25,25,0,0,0,365,135,78,17,58,53,0.284,5.77,1,5,12,0,553,0,82,2,5,17 +seoja01,2003,1,NYN,NL,9,12,32,31,0,0,0,565,193,80,18,46,110,0.260,3.82,11,2,6,0,806,0,94,8,4,8 +serafda01,2003,1,CIN,NL,1,3,10,4,0,0,0,90,41,18,5,14,13,0.336,5.40,1,1,0,0,141,2,23,3,2,4 +servisc01,2003,1,ARI,NL,0,2,18,0,0,0,1,55,21,10,1,2,18,0.288,4.91,1,1,0,0,77,7,10,1,1,0 +servisc01,2003,2,TOR,AL,0,0,15,0,0,0,0,48,17,8,3,6,17,0.274,4.50,0,0,0,0,69,4,8,0,1,1 +sheetbe01,2003,1,MIL,NL,11,13,34,34,1,0,0,662,232,109,29,43,157,0.268,4.45,2,7,6,0,931,0,122,11,6,15 +shielja01,2003,1,BOS,AL,2,0,17,0,0,0,1,70,23,12,4,17,23,0.253,4.63,2,2,2,0,110,6,13,0,0,3 +shielsc01,2003,1,ANA,AL,5,6,44,13,0,0,1,445,138,47,12,38,111,0.247,2.85,6,4,5,0,609,5,56,3,4,14 +shousbr01,2003,1,TEX,AL,0,1,62,0,0,0,1,183,62,21,1,14,40,0.267,3.10,6,0,4,0,253,14,24,3,0,9 +shueypa01,2003,1,LAN,NL,6,4,62,0,0,0,0,207,50,23,6,33,60,0.207,3.00,3,3,4,0,281,18,24,2,0,6 +silvaca01,2003,1,PHI,NL,3,1,62,1,0,0,1,262,92,43,7,37,48,0.280,4.43,5,12,8,1,381,15,43,6,1,14 +simonja01,2003,1,SLN,NL,9,5,46,16,1,0,1,379,153,78,21,41,74,0.299,5.56,0,4,5,0,563,7,82,2,4,12 +smithda06,2003,1,MON,NL,2,2,32,0,0,0,0,113,42,22,11,18,35,0.280,5.26,2,5,2,0,170,8,23,0,0,1 +smoltjo01,2003,1,ATL,NL,0,2,62,0,0,0,45,193,48,8,2,8,73,0.204,1.12,1,2,0,0,244,55,9,0,1,6 +snydeky01,2003,1,KCA,AL,1,6,15,15,0,0,0,256,94,49,11,21,39,0.283,5.17,3,4,2,0,364,0,52,0,9,6 +soriara01,2003,1,SEA,AL,3,0,40,0,0,0,1,159,30,9,2,12,68,0.162,1.53,1,0,3,0,201,12,9,0,1,2 +sosajo02,2003,1,TBA,AL,5,12,29,19,1,1,0,386,137,66,14,60,72,0.278,4.62,4,8,4,1,566,4,71,4,5,12 +sparkst01,2003,1,DET,AL,0,6,42,0,0,0,2,269,95,47,11,34,49,0.278,4.72,4,3,3,0,386,24,57,1,6,17 +sparkst01,2003,2,OAK,AL,0,0,9,0,0,0,0,52,19,11,2,3,5,0.271,5.71,0,0,0,0,74,2,11,0,1,1 +speieju01,2003,1,COL,NL,3,1,72,0,0,0,9,220,73,33,11,23,66,0.257,4.05,6,0,7,0,319,31,37,1,4,4 +spoonti01,2003,1,FLO,NL,1,2,33,0,0,0,0,126,27,19,1,11,32,0.190,4.07,0,5,1,0,159,9,21,2,3,5 +sprinru01,2003,1,SLN,NL,1,1,17,0,0,0,0,52,19,16,8,6,11,0.271,8.31,0,1,1,0,77,4,16,0,0,1 +spurlch01,2003,1,DET,AL,1,3,66,0,0,0,3,231,78,40,9,22,38,0.266,4.68,1,2,3,0,326,18,42,3,5,11 +standja01,2003,1,TBA,AL,0,5,8,7,1,0,0,106,38,25,7,16,20,0.275,6.37,0,4,1,0,157,1,25,1,1,2 +stanfja01,2003,1,CLE,AL,1,3,13,8,0,0,0,150,48,20,5,16,30,0.246,3.60,1,0,1,0,213,1,20,0,1,2 +stantmi02,2003,1,NYN,NL,2,7,50,0,0,0,5,136,37,23,6,19,34,0.219,4.57,4,2,2,1,194,24,25,1,3,1 +starkde01,2003,1,COL,NL,3,3,17,13,0,0,0,236,98,51,12,33,30,0.305,5.83,2,2,3,1,366,0,57,2,7,3 +stephga01,2003,1,SLN,NL,7,13,32,27,1,0,0,523,167,89,30,60,91,0.255,4.59,3,5,13,0,747,3,94,11,9,13 +stewajo02,2003,1,CHA,AL,1,2,5,5,0,0,0,77,28,17,4,16,13,0.272,5.96,0,0,0,0,121,0,18,1,1,2 +stewasc01,2003,1,MON,NL,3,1,51,0,0,0,0,129,52,19,5,13,29,0.306,3.98,4,1,1,1,186,9,22,1,1,3 +stoneri01,2003,1,HOU,NL,6,4,65,0,0,0,1,249,76,34,11,31,47,0.247,3.69,4,1,6,0,350,20,36,4,1,10 +stranpa02,2003,1,NYN,NL,0,0,6,0,0,0,0,27,13,11,4,11,5,0.351,11.00,0,0,0,0,48,1,11,0,0,2 +stricsc01,2003,1,NYN,NL,0,2,19,0,0,0,0,60,16,5,1,10,16,0.219,2.25,1,1,1,0,84,3,6,0,0,2 +sturtta01,2003,1,TOR,AL,7,6,40,8,0,0,0,268,107,59,14,43,54,0.296,5.94,3,6,7,0,415,7,67,2,2,10 +sullisc01,2003,1,CIN,NL,6,0,50,0,0,0,0,149,39,20,4,26,43,0.211,3.62,4,1,5,0,218,6,22,0,2,1 +sullisc01,2003,2,CHA,AL,0,0,15,0,0,0,0,43,9,6,2,6,13,0.184,3.77,0,0,1,0,58,2,6,1,1,1 +suppaje01,2003,1,PIT,NL,10,7,21,21,3,2,0,423,147,56,11,31,78,0.268,3.57,5,3,6,0,597,0,57,10,2,12 +suppaje01,2003,2,BOS,AL,3,4,11,10,0,0,0,189,70,39,12,20,32,0.281,5.57,0,4,2,0,276,0,41,1,4,5 +sweenbr01,2003,1,SEA,AL,0,0,5,0,0,0,0,28,7,2,0,1,7,0.212,1.93,0,0,1,0,35,2,2,0,0,1 +switzjo01,2003,1,TBA,AL,0,0,5,0,0,0,0,29,13,8,2,3,7,0.342,7.45,0,1,4,0,46,1,8,0,1,2 +tallebr01,2003,1,CLE,AL,0,2,5,3,0,0,0,57,23,10,2,8,9,0.303,4.74,0,0,1,0,87,1,14,2,0,3 +tamje01,2003,1,TOR,AL,0,4,44,0,0,0,1,134,58,28,5,25,26,0.314,5.64,7,2,1,0,214,9,30,2,1,7 +tankede01,2003,1,SDN,NL,0,1,1,1,0,0,0,0,3,7,0,4,0,1.000,,0,0,0,0,7,0,7,0,0,0 +tavarju01,2003,1,PIT,NL,3,3,64,0,0,0,11,251,75,34,1,27,39,0.244,3.66,8,3,5,0,350,29,37,9,1,12 +tayloaa01,2003,1,SEA,AL,0,0,10,0,0,0,0,38,17,12,0,6,9,0.315,8.53,0,2,1,0,62,4,12,0,1,0 +tejermi01,2003,1,FLO,NL,3,4,50,6,0,0,2,243,82,42,6,36,58,0.267,4.67,3,0,1,0,353,10,44,8,1,7 +telemam01,2003,1,PHI,NL,1,4,8,8,0,0,0,136,41,20,5,11,29,0.238,3.97,2,3,7,0,194,0,22,3,1,3 +thomabr01,2003,1,MIN,AL,0,1,3,0,0,0,0,14,6,4,1,3,2,0.316,7.71,1,0,0,0,22,1,4,0,0,0 +thomsjo01,2003,1,TEX,AL,13,14,35,35,3,1,0,651,234,117,27,49,136,0.276,4.85,2,5,4,0,910,0,125,2,7,24 +thurmco01,2003,1,TOR,AL,1,1,6,3,0,0,0,46,21,11,3,9,11,0.313,6.46,1,0,0,0,76,0,11,0,0,1 +timlimi01,2003,1,BOS,AL,6,4,72,0,0,0,2,251,77,33,11,9,65,0.239,3.55,3,0,4,0,340,13,37,4,1,3 +tolarke01,2003,1,BOS,AL,0,0,6,0,0,0,0,12,5,4,1,2,3,0.313,9.00,0,0,0,0,18,0,5,0,0,1 +tollbbr01,2003,1,SDN,NL,0,2,3,3,0,0,0,31,9,8,1,4,2,0.231,6.97,0,0,0,0,45,0,11,1,1,0 +tomkobr01,2003,1,SLN,NL,13,9,33,32,2,0,0,608,252,119,35,57,114,0.305,5.28,2,6,5,0,903,0,126,12,3,15 +torresa01,2003,1,PIT,NL,7,5,41,16,0,0,2,363,128,64,19,42,84,0.276,4.76,5,3,7,0,518,7,65,4,1,16 +towerjo01,2003,1,TOR,AL,8,1,14,8,1,0,1,193,67,32,15,7,42,0.266,4.48,1,1,4,0,265,2,34,0,2,4 +trabebi01,2003,1,CLE,AL,6,9,33,18,1,1,0,335,132,65,15,40,88,0.293,5.24,4,6,5,0,503,0,67,4,3,11 +trachst01,2003,1,NYN,NL,16,10,33,33,2,2,0,614,204,86,26,65,111,0.264,3.78,9,5,3,2,857,0,90,8,8,12 +tsaoch01,2003,1,COL,NL,3,3,9,8,0,0,0,130,48,29,11,20,29,0.284,6.02,1,0,4,0,196,1,30,3,0,3 +tucketj01,2003,1,MON,NL,2,3,45,7,0,0,0,240,90,42,8,20,47,0.278,4.73,1,1,4,0,349,7,49,0,1,5 +turnbde01,2003,1,ANA,AL,2,0,11,0,0,0,0,46,7,1,0,3,15,0.140,0.59,0,0,0,0,53,7,1,0,0,2 +urbinug01,2003,1,TEX,AL,0,4,39,0,0,0,26,116,33,18,6,18,41,0.232,4.19,2,2,0,1,167,37,19,4,3,1 +urbinug01,2003,2,FLO,NL,3,0,33,0,0,0,6,115,23,6,2,13,37,0.174,1.41,0,2,0,0,149,11,6,2,2,2 +valdeis01,2003,1,TEX,AL,8,8,22,22,0,0,0,345,148,78,23,29,47,0.318,6.10,0,2,5,0,511,0,83,4,7,16 +valenjo04,2003,1,CIN,NL,0,0,2,0,0,0,0,6,5,4,1,1,1,0.455,18.00,0,0,0,0,12,1,4,0,0,0 +valvejo01,2003,1,ARI,NL,2,1,54,0,0,0,10,151,24,12,4,26,71,0.137,2.15,2,2,2,0,204,33,16,0,1,1 +vanceco01,2003,1,COL,NL,1,3,9,3,0,0,0,82,31,17,6,10,12,0.287,5.60,0,0,1,1,121,1,19,0,2,5 +vanpoto01,2003,1,TEX,AL,1,0,7,1,0,0,0,38,20,12,1,9,9,0.345,8.53,2,0,0,0,67,0,14,0,0,1 +vanpoto01,2003,2,CIN,NL,2,1,9,4,0,0,0,107,31,18,7,6,25,0.228,4.54,0,0,1,1,144,1,18,1,0,1 +vargacl01,2003,1,MON,NL,6,8,23,20,0,0,0,342,111,55,16,41,62,0.255,4.34,5,2,7,0,492,0,59,4,4,4 +vazquja01,2003,1,MON,NL,13,12,34,34,4,1,0,692,198,83,28,57,241,0.229,3.24,5,11,4,1,938,0,93,6,6,13 +venafmi01,2003,1,TBA,AL,1,0,24,0,0,0,0,57,24,10,1,3,9,0.308,4.74,0,1,3,0,85,6,10,0,1,2 +veresda01,2003,1,CHN,NL,2,1,31,0,0,0,1,98,36,17,4,5,26,0.290,4.68,0,3,1,1,136,9,17,2,4,6 +villabr01,2003,1,SDN,NL,0,2,31,0,0,0,2,122,39,19,7,26,34,0.252,4.20,2,2,3,0,187,11,20,2,1,4 +villaos01,2003,1,ARI,NL,10,7,86,1,0,0,0,294,80,28,6,46,80,0.222,2.57,10,3,3,2,422,14,40,9,3,9 +villoro01,2003,1,HOU,NL,6,6,19,19,0,0,0,320,91,49,16,48,91,0.233,4.13,1,1,5,0,449,0,51,3,3,9 +vizcalu01,2003,1,MIL,NL,4,3,75,0,0,0,0,186,64,44,16,25,61,0.263,6.39,3,3,1,0,272,21,45,2,1,3 +vogelry01,2003,1,PIT,NL,2,2,6,5,0,0,0,66,30,16,1,9,15,0.323,6.55,3,1,2,0,108,0,19,3,1,2 +voylebr01,2003,1,KCA,AL,0,2,11,3,0,0,0,94,47,25,6,18,24,0.348,7.18,1,3,1,0,158,4,29,2,2,1 +waechdo01,2003,1,TBA,AL,3,2,6,5,1,1,0,106,29,13,4,15,29,0.225,3.31,0,0,1,0,145,0,13,0,0,4 +wagnebi02,2003,1,HOU,NL,1,4,78,0,0,0,44,258,52,17,8,23,105,0.169,1.78,5,4,3,0,335,67,18,1,0,5 +wagnery01,2003,1,CIN,NL,2,0,17,0,0,0,0,65,13,4,2,12,25,0.173,1.66,1,4,0,0,88,3,4,0,1,2 +wakefti01,2003,1,BOS,AL,11,7,35,33,0,0,1,607,193,92,23,71,169,0.246,4.09,0,8,12,0,872,2,106,2,4,15 +walkeja01,2003,1,DET,AL,4,3,78,0,0,0,3,195,61,24,9,17,45,0.247,3.32,1,1,2,0,273,19,30,5,2,4 +walkeke01,2003,1,SDN,NL,0,0,11,0,0,0,0,20,5,4,1,5,5,0.200,5.40,0,0,0,0,30,2,4,0,0,0 +walkepe01,2003,1,TOR,AL,2,2,23,7,0,0,0,166,59,30,11,24,29,0.277,4.88,2,2,2,0,242,2,31,2,1,8 +walrole01,2003,1,KCA,AL,0,2,7,0,0,0,0,24,11,9,2,7,6,0.324,10.13,1,1,0,0,41,2,9,0,0,0 +wasdijo01,2003,1,TOR,AL,0,1,3,2,0,0,0,15,16,13,2,4,5,0.533,23.40,0,0,0,0,35,0,13,0,1,0 +washbja01,2003,1,ANA,AL,10,15,32,32,2,0,0,622,205,102,34,54,118,0.256,4.43,4,4,11,1,876,0,106,5,6,8 +watsoma01,2003,1,CIN,NL,0,0,2,0,0,0,0,6,2,1,0,1,2,0.250,4.50,0,0,0,0,9,2,1,0,0,0 +wayneju01,2003,1,FLO,NL,0,2,2,2,0,0,0,16,9,7,1,5,1,0.375,11.81,0,1,1,0,31,0,7,0,1,1 +weathda01,2003,1,NYN,NL,1,6,77,0,0,0,7,263,87,30,6,40,75,0.264,3.08,6,1,6,0,384,20,33,8,0,9 +weaveje01,2003,1,NYA,AL,7,9,32,24,0,0,0,478,211,106,16,47,93,0.320,5.99,2,2,11,0,735,3,113,9,9,15 +webbbr01,2003,1,ARI,NL,10,9,29,28,1,1,0,542,140,57,12,68,172,0.212,2.84,4,9,13,1,750,1,65,9,1,12 +weberbe01,2003,1,ANA,AL,5,1,62,0,0,0,0,241,84,24,7,22,46,0.275,2.69,7,4,0,0,332,20,26,4,1,7 +welleto01,2003,1,CHN,NL,1,1,15,0,0,0,1,83,25,20,5,19,30,0.245,6.51,1,0,0,0,122,8,22,1,0,3 +wellsda01,2003,1,NYA,AL,15,7,31,30,4,1,0,639,242,98,24,20,101,0.286,4.14,0,3,8,0,887,0,101,6,7,18 +wellski01,2003,1,PIT,NL,10,9,31,31,1,0,0,592,171,72,24,76,147,0.233,3.28,7,7,7,0,835,0,77,15,2,15 +wendetu01,2003,1,PHI,NL,3,3,56,0,0,0,1,192,54,24,6,28,27,0.235,3.38,5,1,6,0,273,20,24,6,3,6 +westbja01,2003,1,CLE,AL,7,10,34,22,1,0,0,399,142,64,9,56,58,0.281,4.33,1,3,12,0,580,4,70,4,3,26 +wheelda01,2003,1,NYN,NL,1,3,35,0,0,0,2,153,49,21,6,17,35,0.253,3.71,4,1,1,0,215,10,23,0,3,3 +whitega01,2003,1,CIN,NL,3,0,34,0,0,0,0,103,36,15,5,6,23,0.275,3.93,3,0,1,0,141,4,15,1,2,3 +whitega01,2003,2,NYA,AL,2,1,12,0,0,0,0,37,8,6,2,2,6,0.182,4.38,1,0,1,0,49,1,7,1,1,0 +whitema03,2003,1,BOS,AL,0,1,3,0,0,0,0,11,10,11,1,3,0,0.526,27.00,0,0,0,0,23,1,11,0,1,1 +whitema03,2003,2,SEA,AL,0,0,3,0,0,0,0,6,3,3,2,2,0,0.375,13.50,0,0,0,0,10,2,3,0,0,0 +whiteri01,2003,1,CHA,AL,1,2,34,0,0,0,1,143,56,35,11,13,37,0.295,6.61,2,0,1,0,207,12,39,1,2,7 +whiteri01,2003,2,HOU,NL,0,0,15,0,0,0,0,58,18,8,2,8,17,0.243,3.72,0,2,3,0,86,3,9,1,0,3 +willido03,2003,1,FLO,NL,14,6,27,27,2,2,0,482,148,59,13,58,142,0.245,3.30,0,7,3,1,668,0,61,3,1,16 +willije02,2003,1,SFN,NL,7,5,21,21,2,1,0,393,116,48,10,49,88,0.242,3.30,3,2,7,1,545,0,54,6,3,13 +willimi03,2003,1,PIT,NL,1,3,40,0,0,0,25,112,42,26,5,22,20,0.282,6.27,1,1,1,0,175,33,26,1,2,6 +willimi03,2003,2,PHI,NL,0,4,28,0,0,0,3,77,24,17,0,19,19,0.247,5.96,5,1,3,0,124,14,18,5,0,0 +willisc01,2003,1,CIN,NL,5,3,42,0,0,0,21,127,34,15,6,25,53,0.214,3.19,4,8,1,0,187,34,15,2,0,3 +willisc01,2003,2,BOS,AL,0,1,24,0,0,0,0,61,20,14,1,9,21,0.253,6.20,2,4,0,0,89,6,15,0,1,1 +williwo02,2003,1,SLN,NL,18,9,34,33,0,0,0,662,220,95,20,55,153,0.256,3.87,2,3,11,0,944,1,101,11,6,6 +wilsokr01,2003,1,KCA,AL,6,3,29,4,0,0,0,218,92,43,13,16,42,0.305,5.33,3,0,6,1,328,7,49,0,4,2 +wilsopa02,2003,1,CIN,NL,8,10,28,28,0,0,0,500,190,86,24,50,93,0.285,4.64,5,1,7,0,730,0,97,7,0,17 +witasja01,2003,1,SDN,NL,3,7,46,0,0,0,2,137,42,23,6,25,42,0.244,4.53,4,5,1,0,202,14,24,3,1,3 +wolfra02,2003,1,PHI,NL,16,10,33,33,2,2,0,600,176,94,27,78,177,0.233,4.23,4,6,6,0,850,0,101,8,4,12 +woodast01,2003,1,BOS,AL,1,0,7,0,0,0,0,53,23,10,3,5,12,0.311,5.09,2,1,1,0,81,0,10,0,1,0 +woodke02,2003,1,CHN,NL,14,11,32,32,4,2,0,633,152,75,24,100,266,0.203,3.20,2,10,21,0,887,0,77,11,6,12 +woodmi01,2003,1,OAK,AL,2,1,7,1,0,0,0,41,24,16,1,7,15,0.387,10.54,2,2,2,0,72,2,17,1,0,3 +worreti01,2003,1,SFN,NL,4,4,76,0,0,0,38,235,74,25,5,28,65,0.246,2.87,6,5,0,0,335,64,35,3,3,8 +wrighda02,2003,1,CHA,AL,1,7,20,15,0,0,1,259,91,59,16,46,47,0.277,6.15,2,6,3,0,388,1,63,6,4,9 +wrighja01,2003,1,KCA,AL,1,2,4,4,2,1,0,76,23,12,1,11,19,0.245,4.26,0,0,1,0,106,0,14,0,0,3 +wrighja02,2003,1,SDN,NL,1,5,39,0,0,0,2,142,69,44,9,28,41,0.348,8.37,2,10,2,0,233,14,44,1,4,6 +wrighja02,2003,2,ATL,NL,1,0,11,0,0,0,0,27,7,2,0,3,9,0.226,2.00,0,2,1,0,36,3,2,1,0,1 +wunscke01,2003,1,CHA,AL,0,0,43,0,0,0,0,108,17,11,1,25,33,0.139,2.75,4,1,7,0,160,6,13,1,5,0 +yanes01,2003,1,TEX,AL,0,1,15,0,0,0,0,70,31,18,5,7,25,0.307,6.94,1,5,2,0,110,6,19,0,0,1 +yanes01,2003,2,SLN,NL,2,0,39,0,0,0,1,130,53,29,8,16,28,0.308,6.02,4,4,5,0,199,17,29,2,4,4 +youngja01,2003,1,COL,NL,0,2,8,3,0,0,0,64,34,20,8,9,18,0.354,8.44,0,2,1,0,108,1,22,1,1,4 +zambrca01,2003,1,CHN,NL,13,11,32,32,3,1,0,642,188,74,9,94,168,0.239,3.11,12,6,10,1,907,0,88,11,6,24 +zambrvi01,2003,1,TBA,AL,12,10,34,28,1,0,0,565,165,88,21,106,132,0.237,4.21,2,15,20,3,836,2,97,3,10,15 +zerbech01,2003,1,SFN,NL,1,1,33,1,0,0,0,149,60,26,3,14,17,0.311,4.71,2,1,1,0,218,14,26,3,7,6 +zitoba01,2003,1,OAK,AL,14,12,35,35,4,1,0,695,186,85,19,88,146,0.219,3.30,3,4,6,0,957,0,98,7,7,18 +aardsda01,2004,1,SFN,NL,1,0,11,0,0,0,0,32,20,8,1,10,5,0.417,6.75,0,0,2,0,61,5,8,0,1,1 +abbotpa01,2004,1,TBA,AL,2,5,10,9,0,0,0,141,49,35,8,27,25,0.257,6.70,0,3,3,0,222,0,39,0,1,0 +abbotpa01,2004,2,PHI,NL,1,6,10,10,0,0,0,147,57,34,14,31,21,0.291,6.24,1,3,1,0,229,0,37,1,0,3 +acevejo01,2004,1,CIN,NL,5,12,39,27,0,0,0,473,188,104,30,45,117,0.292,5.94,8,3,5,1,704,3,108,3,7,10 +adamsmi03,2004,1,MIL,NL,2,3,46,0,0,0,0,159,50,20,5,14,39,0.248,3.40,2,2,2,0,225,13,21,5,2,3 +adamste01,2004,1,TOR,AL,4,4,42,0,0,0,3,129,49,19,4,22,35,0.290,3.98,2,6,1,0,197,20,20,3,2,6 +adamste01,2004,2,BOS,AL,2,0,19,0,0,0,0,81,35,18,6,6,21,0.321,6.00,1,2,1,0,119,1,19,0,3,2 +adkinjo01,2004,1,CHA,AL,2,3,50,0,0,0,0,186,75,32,13,20,44,0.305,4.65,3,1,1,0,271,19,35,3,1,10 +affelje01,2004,1,KCA,AL,3,4,38,8,0,0,13,229,91,42,6,32,49,0.302,4.95,2,4,3,3,344,26,49,4,4,10 +ainswku01,2004,1,BAL,AL,0,1,7,7,0,0,0,92,39,33,6,20,20,0.320,9.68,0,4,5,0,151,0,34,2,2,4 +alfonan01,2004,1,ATL,NL,6,4,79,0,0,0,0,221,71,21,5,28,45,0.255,2.57,5,5,0,0,313,11,24,6,1,11 +almanar01,2004,1,ATL,NL,1,1,13,0,0,0,0,35,9,8,3,7,13,0.200,6.17,2,0,1,1,54,5,8,0,1,0 +almanca01,2004,1,TEX,AL,7,3,67,0,0,0,0,218,66,30,8,19,44,0.244,3.72,4,1,4,0,298,18,32,2,3,8 +alvarab01,2004,1,BOS,AL,0,1,1,1,0,0,0,15,8,5,2,5,2,0.400,9.00,0,0,0,0,25,0,5,0,0,0 +alvarwi01,2004,1,LAN,NL,7,6,40,15,0,0,1,362,109,54,12,31,102,0.244,4.03,2,1,5,0,499,6,56,11,5,7 +anderbr02,2004,1,KCA,AL,6,12,35,26,2,1,0,498,217,104,33,53,70,0.320,5.64,4,2,1,0,745,2,123,5,7,22 +anderja01,2004,1,CLE,AL,0,0,1,0,0,0,0,3,1,5,1,4,1,0.250,45.00,1,0,0,0,8,0,5,0,0,0 +anderji02,2004,1,CHN,NL,0,0,7,0,0,0,1,29,9,5,0,3,3,0.243,4.66,0,1,2,0,42,2,5,0,0,1 +anderji02,2004,2,BOS,AL,0,0,5,0,0,0,0,18,10,4,0,3,3,0.400,6.00,0,1,0,0,28,2,4,0,0,3 +ankieri01,2004,1,SLN,NL,1,0,5,0,0,0,0,30,10,6,2,1,9,0.256,5.40,0,1,2,0,43,0,6,1,0,0 +appieke01,2004,1,KCA,AL,0,1,2,2,0,0,0,12,7,6,0,3,2,0.368,13.50,0,2,0,0,22,0,8,0,0,0 +aquingr01,2004,1,ARI,NL,0,2,34,0,0,0,16,106,24,12,4,17,26,0.194,3.06,2,4,2,0,147,26,15,2,2,3 +armasto02,2004,1,MON,NL,2,4,16,16,0,0,0,216,66,39,13,45,54,0.247,4.88,6,0,4,0,320,0,41,2,2,9 +arroybr01,2004,1,BOS,AL,10,9,32,29,0,0,0,536,171,80,17,47,142,0.249,4.03,3,5,20,0,764,0,99,5,4,11 +ashbyan01,2004,1,SDN,NL,0,0,2,0,0,0,0,6,1,0,0,0,2,0.143,0.00,0,0,0,0,7,2,0,0,0,0 +astacpe01,2004,1,BOS,AL,0,0,5,1,0,0,0,26,13,10,2,5,6,0.342,10.38,0,1,0,0,43,1,10,0,0,0 +atchisc01,2004,1,SEA,AL,2,3,25,0,0,0,0,92,29,12,4,14,36,0.250,3.52,2,2,0,0,133,8,12,2,1,3 +ayalalu01,2004,1,MON,NL,6,12,81,0,0,0,2,271,92,27,6,15,63,0.268,2.69,2,3,5,1,367,28,30,2,2,14 +backebr01,2004,1,HOU,NL,5,3,33,9,0,0,0,201,75,32,10,27,54,0.290,4.30,4,1,1,0,293,8,33,5,1,7 +bacsimi02,2004,1,TEX,AL,1,1,3,3,0,0,0,47,16,8,2,1,6,0.267,4.60,0,0,2,0,63,0,8,0,0,2 +baekch01,2004,1,SEA,AL,2,4,7,5,0,0,0,93,35,19,5,11,20,0.278,5.52,1,2,2,0,139,2,23,0,0,1 +baezda01,2004,1,TBA,AL,4,4,62,0,0,0,30,204,60,27,6,29,52,0.237,3.57,4,3,7,1,295,59,31,5,1,6 +bajenje01,2004,1,CHA,AL,0,1,9,0,0,0,0,25,15,10,0,6,8,0.405,10.80,1,0,0,0,44,4,10,1,0,1 +baldwja01,2004,1,NYN,NL,0,2,2,2,0,0,0,18,13,10,3,5,1,0.448,15.00,1,0,1,0,36,0,10,1,0,0 +balfogr01,2004,1,MIN,AL,4,1,36,0,0,0,0,118,35,19,4,21,42,0.238,4.35,1,3,2,0,172,14,19,2,0,2 +bartocl01,2004,1,CLE,AL,1,0,34,0,0,0,0,58,22,10,4,11,25,0.275,4.66,0,0,0,1,91,2,10,0,0,0 +batismi01,2004,1,TOR,AL,10,13,38,31,2,1,5,596,206,106,22,96,104,0.273,4.80,1,12,3,0,867,7,115,7,6,22 +bauerri01,2004,1,BAL,AL,2,1,23,2,0,0,0,161,49,28,4,20,37,0.238,4.70,0,1,4,0,230,7,31,0,0,5 +bautide01,2004,1,BAL,AL,0,0,2,0,0,0,0,6,6,8,1,2,1,0.545,36.00,0,1,1,0,15,0,8,0,1,0 +bautide01,2004,2,KCA,AL,0,4,5,5,0,0,0,83,38,20,2,11,18,0.333,6.51,1,2,2,2,127,0,20,0,0,3 +beckejo02,2004,1,FLO,NL,9,9,26,26,1,1,0,470,137,66,16,54,152,0.235,3.79,3,5,6,0,654,0,72,9,3,15 +beckro01,2004,1,SDN,NL,0,2,26,0,0,0,0,72,27,17,8,9,15,0.278,6.38,0,1,0,0,108,10,18,0,2,1 +bedarer01,2004,1,BAL,AL,6,10,27,26,0,0,0,412,149,70,13,71,121,0.270,4.59,1,7,7,2,633,0,83,0,4,6 +beimejo01,2004,1,MIN,AL,0,0,3,0,0,0,0,5,8,8,1,2,2,0.615,43.20,0,0,0,0,15,0,8,0,0,0 +bellhe01,2004,1,NYN,NL,0,2,17,0,0,0,0,73,22,9,5,6,27,0.253,3.33,0,0,0,0,94,2,9,1,0,2 +bellro01,2004,1,TBA,AL,8,8,24,19,1,0,0,369,121,61,16,41,57,0.253,4.46,0,10,5,0,529,3,71,2,2,11 +beltrfr01,2004,1,CHN,NL,2,2,34,0,0,0,0,105,27,18,8,22,40,0.214,4.63,0,1,0,0,152,10,19,3,1,1 +beltrfr01,2004,2,MON,NL,0,0,11,0,0,0,1,43,20,12,3,5,8,0.333,7.53,1,1,2,0,69,3,12,1,1,2 +beltrri01,2004,1,MON,NL,0,0,2,0,0,0,0,2,1,1,0,0,0,0.333,13.50,0,0,0,0,3,0,1,0,0,0 +benitar01,2004,1,FLO,NL,2,2,64,0,0,0,47,209,36,10,6,21,62,0.152,1.29,4,0,0,0,262,59,11,3,1,3 +benneje01,2004,1,MIL,NL,1,5,60,0,0,0,0,214,78,38,12,26,45,0.278,4.79,2,6,2,0,316,20,43,2,5,9 +benoijo01,2004,1,TEX,AL,3,5,28,15,0,0,0,309,113,65,19,31,95,0.279,5.68,0,3,8,0,456,2,67,2,10,6 +bensokr01,2004,1,PIT,NL,8,8,20,20,0,0,0,397,137,62,7,44,83,0.272,4.22,5,2,6,0,564,0,69,7,4,14 +bensokr01,2004,2,NYN,NL,4,4,11,11,1,1,0,204,65,34,8,17,51,0.244,4.50,3,3,4,0,290,0,37,1,2,2 +bentzch01,2004,1,MON,NL,0,3,36,0,0,0,0,83,23,18,5,23,18,0.228,5.86,3,1,2,0,126,5,19,0,0,4 +bergmdu01,2004,1,ANA,AL,0,0,1,0,0,0,0,6,4,3,0,1,1,0.444,13.50,0,1,0,0,11,1,3,0,1,0 +bernead01,2004,1,COL,NL,1,1,16,2,0,0,0,97,36,20,7,17,21,0.283,5.57,2,0,0,0,147,4,20,0,3,1 +betanra01,2004,1,CLE,AL,5,6,68,0,0,0,4,200,71,29,7,18,76,0.268,3.92,6,5,0,1,286,21,32,1,2,1 +biddlro01,2004,1,MON,NL,4,8,47,9,0,0,11,234,98,60,15,31,51,0.307,6.92,3,5,8,0,364,19,69,3,3,2 +bierbni01,2004,1,TEX,AL,1,1,4,4,0,0,0,51,14,11,4,19,10,0.246,5.82,0,2,2,0,81,0,11,2,1,3 +blacktr01,2004,1,SEA,AL,1,3,6,6,0,0,0,78,35,29,9,22,16,0.321,10.04,0,3,1,1,134,0,31,1,1,1 +blantjo01,2004,1,OAK,AL,0,0,3,0,0,0,0,24,6,5,1,2,6,0.214,5.63,0,0,0,0,30,1,5,0,0,0 +boehrbr01,2004,1,PIT,NL,1,1,21,0,0,0,0,76,27,13,2,17,20,0.293,4.62,3,0,1,0,114,4,14,1,3,6 +bondeje01,2004,1,DET,AL,11,13,33,32,2,2,0,552,168,100,24,73,168,0.242,4.89,5,7,10,0,793,0,101,10,5,13 +bongju01,2004,1,CIN,NL,1,1,3,3,0,0,0,46,17,8,3,10,11,0.270,4.70,0,1,0,0,75,0,13,2,0,1 +borkoda01,2004,1,BAL,AL,3,4,17,8,0,0,0,168,65,32,6,15,45,0.289,5.14,1,2,3,1,247,2,37,2,2,5 +borlato02,2004,1,FLO,NL,1,1,18,0,0,0,0,55,18,11,3,12,18,0.254,5.40,5,0,0,0,86,5,11,2,1,0 +borowjo01,2004,1,CHN,NL,2,4,22,0,0,0,9,64,27,19,3,15,17,0.303,8.02,2,0,0,0,106,19,19,1,1,0 +bottari01,2004,1,NYN,NL,3,2,60,0,0,0,0,208,54,26,3,34,61,0.215,3.38,7,3,4,0,296,8,30,3,4,4 +boydja02,2004,1,PIT,NL,1,0,12,0,0,0,0,39,13,8,4,8,12,0.260,5.54,1,0,3,0,64,4,9,3,0,2 +bradfch01,2004,1,OAK,AL,5,7,68,0,0,0,1,177,51,29,5,24,34,0.234,4.42,9,0,5,0,251,16,32,3,1,6 +brazede01,2004,1,TBA,AL,6,8,22,21,0,0,0,362,121,64,12,53,64,0.260,4.77,2,2,11,1,535,0,71,0,6,12 +brazoyh01,2004,1,LAN,NL,6,2,31,0,0,0,0,98,25,9,2,15,27,0.219,2.48,2,1,0,0,133,10,9,4,0,4 +brocado01,2004,1,TEX,AL,4,1,43,0,0,0,1,157,54,24,2,20,43,0.269,4.13,1,2,5,1,232,14,29,4,2,6 +brookfr01,2004,1,PIT,NL,0,1,11,1,0,0,0,52,13,9,5,9,18,0.203,4.67,2,0,0,1,73,3,10,0,0,2 +broweji01,2004,1,SFN,NL,7,7,89,0,0,0,1,279,90,34,6,36,63,0.259,3.29,2,10,4,0,401,21,42,11,2,9 +brownja04,2004,1,BOS,AL,0,0,4,0,0,0,0,23,15,5,1,4,6,0.417,5.87,0,0,0,0,41,3,7,0,1,1 +brownke01,2004,1,NYA,AL,10,6,22,22,0,0,0,396,132,60,14,35,83,0.262,4.09,0,6,3,0,551,0,65,0,9,12 +brunebr01,2004,1,ARI,NL,3,4,30,0,0,0,0,94,20,15,2,27,34,0.189,4.31,5,2,1,0,135,14,16,1,0,1 +buehrma01,2004,1,CHA,AL,16,10,35,35,4,1,0,736,257,106,33,51,165,0.271,3.89,2,0,8,0,1016,0,119,4,6,33 +bukviry01,2004,1,KCA,AL,0,0,9,0,0,0,1,22,4,3,0,7,7,0.182,3.68,0,0,0,0,30,6,3,1,0,2 +bulliki01,2004,1,HOU,NL,1,0,27,0,0,0,1,92,36,21,5,10,11,0.286,6.16,2,0,1,0,140,7,22,2,1,1 +bumpna01,2004,1,FLO,NL,2,4,50,2,0,0,1,221,86,41,7,32,44,0.297,5.01,8,2,3,0,329,13,46,2,2,13 +burbada01,2004,1,MIL,NL,3,1,45,0,0,0,2,212,63,32,6,24,47,0.237,4.08,2,2,2,1,299,15,36,4,3,4 +burbada01,2004,2,SFN,NL,1,0,6,0,0,0,0,19,7,4,1,2,3,0.280,5.68,0,1,0,0,27,1,4,0,0,1 +burneaj01,2004,1,FLO,NL,7,6,20,19,1,0,0,360,102,49,9,38,113,0.231,3.68,0,7,4,0,490,0,50,3,3,8 +burnese01,2004,1,PIT,NL,5,5,13,13,1,1,0,215,86,40,9,28,30,0.301,5.02,2,2,1,0,318,0,41,2,1,11 +bushda01,2004,1,TOR,AL,5,4,16,16,1,1,0,293,95,40,11,25,64,0.255,3.69,2,3,6,0,412,0,47,4,4,5 +bynummi01,2004,1,SDN,NL,0,1,2,0,0,0,0,2,1,4,0,3,0,0.333,54.00,0,0,0,0,6,0,4,0,0,0 +byrdpa01,2004,1,ATL,NL,8,7,19,19,0,0,0,343,123,50,18,19,79,0.270,3.94,0,1,2,0,482,0,57,3,3,6 +cabreda01,2004,1,BAL,AL,12,8,28,27,1,1,1,443,145,82,14,89,76,0.259,5.00,2,12,2,0,662,1,85,4,7,13 +cabrefe01,2004,1,CLE,AL,0,0,4,0,0,0,0,16,3,2,0,1,6,0.167,3.38,0,0,0,0,20,2,3,0,1,0 +calerki01,2004,1,SLN,NL,3,1,41,0,0,0,2,136,27,14,5,10,47,0.176,2.78,1,1,1,0,168,4,14,4,0,3 +calica01,2004,1,SLN,NL,0,0,10,0,0,0,0,22,13,7,1,6,8,0.394,8.59,1,1,0,0,40,2,7,0,1,0 +callami01,2004,1,TEX,AL,0,1,4,3,0,0,0,34,18,10,2,7,9,0.367,7.94,0,0,1,1,58,1,10,0,1,1 +campsh01,2004,1,KCA,AL,2,2,42,0,0,0,2,200,74,29,10,16,51,0.285,3.92,1,2,5,1,286,12,37,2,3,12 +capeljo01,2004,1,ATL,NL,0,1,3,2,0,0,0,24,14,10,2,5,4,0.400,11.25,0,0,0,0,42,0,10,1,1,1 +capuach01,2004,1,MIL,NL,6,8,17,17,0,0,0,265,91,49,18,37,80,0.269,4.99,1,3,5,1,385,0,55,4,1,6 +carpech01,2004,1,SLN,NL,15,5,28,28,1,0,0,546,169,70,24,38,152,0.245,3.46,2,4,8,0,746,0,75,6,3,16 +carradj01,2004,1,KCA,AL,2,2,30,0,0,0,0,106,41,19,5,15,22,0.287,4.84,3,2,3,0,163,11,22,1,1,4 +carragi01,2004,1,LAN,NL,5,2,42,0,0,0,2,161,46,13,1,20,48,0.228,2.18,3,1,1,0,227,15,15,4,0,2 +cartela02,2004,1,TBA,AL,3,3,56,0,0,0,0,241,77,31,12,23,36,0.252,3.47,2,1,1,0,336,27,32,1,5,5 +castifr01,2004,1,BOS,AL,0,0,2,0,0,0,0,3,1,0,0,1,0,0.333,0.00,0,0,0,0,4,2,0,0,0,1 +cerdaja01,2004,1,KCA,AL,1,4,53,0,0,0,2,137,41,16,1,30,33,0.244,3.15,3,4,3,0,206,16,21,2,3,5 +chacigu01,2004,1,TOR,AL,1,1,2,2,0,0,0,42,8,4,0,3,6,0.167,2.57,0,0,1,0,52,0,4,0,0,3 +chacosh01,2004,1,COL,NL,1,9,66,0,0,0,35,190,71,50,12,52,52,0.282,7.11,7,9,5,0,316,60,52,7,0,3 +chenbr01,2004,1,BAL,AL,2,1,8,7,1,0,0,143,39,16,7,16,32,0.220,3.02,0,0,0,0,196,0,19,2,1,3 +choatra01,2004,1,ARI,NL,2,4,74,0,0,0,0,152,52,26,1,28,49,0.267,4.62,11,1,5,1,232,17,26,0,4,6 +chrisja01,2004,1,SFN,NL,4,3,60,0,0,0,3,108,34,18,3,26,22,0.250,4.50,1,3,3,0,167,11,20,0,2,8 +chulkvi01,2004,1,TOR,AL,1,3,47,0,0,0,2,168,59,29,6,27,44,0.271,4.66,1,2,1,0,248,10,30,1,1,5 +clausbr01,2004,1,CIN,NL,2,8,14,14,0,0,0,198,80,45,9,35,45,0.299,6.14,2,3,2,0,313,0,50,5,3,4 +clemema01,2004,1,CHN,NL,9,13,30,30,0,0,0,543,155,74,23,77,190,0.229,3.68,4,14,12,1,775,0,79,5,4,14 +clemero02,2004,1,HOU,NL,18,4,33,33,0,0,0,643,169,71,15,79,218,0.217,2.98,5,5,6,0,878,0,76,8,7,11 +colomje01,2004,1,TBA,AL,2,2,33,0,0,0,3,124,28,15,4,18,40,0.193,3.27,1,1,1,1,169,9,16,5,0,3 +colonba01,2004,1,ANA,AL,18,12,34,34,0,0,0,625,215,116,38,71,158,0.265,5.01,1,1,3,0,897,0,122,5,8,13 +colonro01,2004,1,ATL,NL,2,1,18,0,0,0,0,57,18,7,0,8,15,0.254,3.32,1,0,0,0,82,7,9,1,2,0 +colyest01,2004,1,DET,AL,1,0,41,0,0,0,0,96,33,23,8,24,31,0.270,6.47,1,3,1,0,147,9,24,0,0,2 +contrjo01,2004,1,NYA,AL,8,5,18,18,0,0,0,287,93,60,22,42,82,0.250,5.64,1,10,6,0,425,0,66,1,4,4 +contrjo01,2004,2,CHA,AL,5,4,13,13,0,0,0,224,73,44,9,42,68,0.256,5.30,0,7,2,0,333,0,48,2,2,4 +cookaa01,2004,1,COL,NL,6,4,16,16,1,0,0,290,112,46,7,39,40,0.294,4.28,5,6,7,1,433,0,47,5,1,14 +coopebr01,2004,1,SFN,NL,0,2,5,2,0,0,0,40,15,13,4,5,7,0.288,8.78,1,1,1,0,61,0,13,2,1,1 +corcoro01,2004,1,MON,NL,0,0,5,0,0,0,0,16,7,4,0,5,4,0.304,6.75,0,0,0,0,28,3,4,0,0,0 +cordech01,2004,1,MON,NL,7,3,69,0,0,0,14,248,68,27,8,43,83,0.221,2.94,4,5,1,0,357,40,28,2,4,3 +cordefr01,2004,1,TEX,AL,3,4,67,0,0,0,49,215,60,17,1,32,79,0.226,2.13,2,3,1,2,304,63,19,5,1,4 +coreyma02,2004,1,PIT,NL,1,2,31,0,0,0,0,107,39,18,3,19,28,0.275,4.54,3,4,2,0,164,13,20,0,1,4 +cormila01,2004,1,ARI,NL,1,4,17,5,0,0,0,136,62,41,13,25,24,0.333,8.14,2,2,2,1,218,3,42,2,3,7 +cormirh01,2004,1,PHI,NL,4,5,84,0,0,0,0,243,70,32,7,26,46,0.237,3.56,6,1,5,0,330,8,32,3,1,8 +cornena01,2004,1,DET,AL,1,3,5,5,0,0,0,77,42,24,4,11,12,0.375,8.42,1,1,1,1,125,0,25,1,0,3 +correke01,2004,1,SFN,NL,0,1,12,1,0,0,0,57,25,17,3,10,14,0.333,8.05,0,0,1,0,92,5,20,3,3,3 +cottsne01,2004,1,CHA,AL,4,4,56,1,0,0,0,196,61,41,13,30,58,0.247,5.65,2,8,3,0,281,12,45,0,1,9 +crainje01,2004,1,MIN,AL,3,0,22,0,0,0,0,81,17,6,2,12,14,0.179,2.00,1,1,1,0,109,3,6,1,0,3 +cressja01,2004,1,CLE,AL,0,1,11,0,0,0,0,47,22,11,4,10,8,0.333,6.32,2,0,0,0,78,1,11,1,1,0 +croweji01,2004,1,PHI,NL,0,0,4,0,0,0,0,9,6,1,0,0,1,0.333,3.00,0,0,0,0,18,0,2,0,0,0 +crucefr01,2004,1,CLE,AL,0,1,2,2,0,0,0,23,10,8,1,4,9,0.303,9.39,0,1,1,0,39,0,9,0,1,0 +cruzju02,2004,1,ATL,NL,6,2,50,0,0,0,0,216,59,22,7,30,70,0.224,2.75,1,1,2,0,300,22,24,4,1,7 +cubilda01,2004,1,BAL,AL,0,0,7,0,0,0,0,30,13,6,3,7,8,0.302,5.40,0,1,0,0,50,0,7,0,0,1 +cunnawi01,2004,1,ATL,NL,1,1,9,0,0,0,0,37,18,10,3,4,11,0.346,7.30,1,0,1,0,59,5,10,0,2,0 +daiglca01,2004,1,ARI,NL,2,3,10,10,0,0,0,147,63,39,9,27,17,0.320,7.16,3,1,2,1,230,0,41,3,1,6 +damicje01,2004,1,CLE,AL,1,2,7,7,0,0,0,92,45,26,6,6,16,0.333,7.63,0,0,1,0,144,0,29,0,2,1 +darenvi01,2004,1,CHA,AL,0,0,2,0,0,0,0,4,1,0,0,1,0,0.333,0.00,0,0,0,0,4,2,0,0,0,1 +darenvi01,2004,2,NYN,NL,0,1,5,0,0,0,0,17,10,5,1,2,1,0.435,7.94,0,0,0,0,28,2,5,1,2,0 +davisdo02,2004,1,MIL,NL,12,12,34,34,0,0,0,622,192,78,14,79,166,0.247,3.39,3,4,7,1,880,0,84,11,5,18 +davisja02,2004,1,CLE,AL,2,7,26,19,0,0,0,343,148,70,13,51,72,0.311,5.51,1,7,4,1,540,2,81,7,2,6 +dawlejo01,2004,1,CLE,AL,0,0,2,2,0,0,0,25,7,5,1,7,8,0.233,5.40,0,0,0,0,37,0,5,0,0,0 +dayza01,2004,1,MON,NL,5,10,19,19,1,1,0,350,117,51,13,45,61,0.265,3.93,7,5,4,0,496,0,53,4,1,15 +dejeami01,2004,1,BAL,AL,0,5,37,0,0,0,0,119,49,27,2,28,36,0.308,6.13,6,2,6,0,197,12,29,2,2,6 +dejeami01,2004,2,NYN,NL,0,0,17,0,0,0,0,64,21,4,0,5,24,0.256,1.69,2,2,2,0,91,8,5,2,0,1 +delarjo01,2004,1,MIL,NL,0,3,5,5,0,0,0,68,29,16,1,14,5,0.309,6.35,0,3,1,0,113,0,20,1,3,0 +delosva01,2004,1,TOR,AL,0,0,17,0,0,0,0,35,11,8,0,10,10,0.250,6.17,2,3,0,0,56,1,8,1,1,0 +dempsry01,2004,1,CHN,NL,1,1,23,0,0,0,2,62,16,9,1,13,18,0.208,3.92,0,1,2,0,93,8,9,1,0,0 +denneky01,2004,1,CLE,AL,1,2,4,4,0,0,0,48,32,17,3,8,13,0.421,9.56,0,1,0,0,86,0,17,1,1,0 +depaujo01,2004,1,NYA,AL,0,1,3,1,0,0,0,27,9,5,2,4,2,0.281,5.00,0,0,0,0,38,0,6,0,2,2 +desseel01,2004,1,ARI,NL,1,6,38,9,0,0,2,256,107,45,11,23,55,0.301,4.75,4,2,1,0,386,7,54,4,3,4 +desseel01,2004,2,LAN,NL,1,0,12,1,0,0,0,59,16,7,4,8,18,0.216,3.20,0,0,0,0,82,2,7,0,0,2 +diazfe01,2004,1,CHA,AL,2,5,18,7,0,0,0,148,62,37,13,16,33,0.310,6.75,1,0,3,0,226,3,38,2,3,2 +dickera01,2004,1,TEX,AL,6,7,25,15,0,0,1,313,136,65,17,33,57,0.311,5.61,1,5,4,1,480,2,77,3,3,6 +dinarle01,2004,1,BOS,AL,0,0,22,0,0,0,0,83,34,13,1,12,21,0.298,4.23,1,1,2,0,130,6,17,1,1,1 +dingmcr01,2004,1,DET,AL,2,2,24,0,0,0,0,88,33,22,3,22,16,0.295,6.75,3,1,4,0,141,5,22,1,2,2 +dohmasc01,2004,1,COL,NL,0,3,41,0,0,0,0,138,41,21,8,19,49,0.236,4.11,0,3,0,0,198,13,22,2,3,1 +dominju01,2004,1,TEX,AL,1,2,4,4,0,0,0,69,25,10,2,5,14,0.281,3.91,0,0,2,2,98,0,11,1,1,4 +donnebr01,2004,1,ANA,AL,5,2,40,0,0,0,0,126,34,14,5,15,56,0.224,3.00,0,0,1,0,172,10,14,2,2,1 +doteloc01,2004,1,HOU,NL,0,4,32,0,0,0,14,104,27,12,4,15,50,0.213,3.12,4,3,1,1,146,29,15,2,1,1 +doteloc01,2004,2,OAK,AL,6,2,45,0,0,0,22,152,41,23,9,18,72,0.220,4.09,3,1,3,0,210,41,23,2,1,1 +douglse01,2004,1,TOR,AL,0,2,14,3,0,0,0,116,37,27,6,28,36,0.252,6.28,4,2,2,0,179,4,27,0,2,2 +downssc01,2004,1,MON,NL,3,6,12,12,1,1,0,189,79,36,9,23,38,0.310,5.14,2,2,3,0,284,0,47,2,1,8 +dreifda01,2004,1,LAN,NL,1,4,60,0,0,0,1,152,43,25,5,36,63,0.232,4.44,2,5,0,0,227,9,25,4,2,2 +dresery01,2004,1,TEX,AL,14,10,34,33,2,0,0,623,233,97,16,58,98,0.285,4.20,6,1,11,0,897,1,104,6,5,26 +drewti01,2004,1,ATL,NL,0,0,11,0,0,0,0,48,21,8,2,5,7,0.318,4.50,0,0,1,0,73,7,11,1,0,3 +drisktr01,2004,1,COL,NL,0,0,5,0,0,0,0,25,13,6,0,3,6,0.361,6.48,0,0,0,0,39,1,6,0,0,2 +duboser01,2004,1,BAL,AL,4,6,14,14,0,0,0,224,76,53,12,44,48,0.263,6.39,0,5,3,1,338,0,55,1,1,6 +duchsju01,2004,1,OAK,AL,7,6,53,0,0,0,0,289,85,35,13,32,59,0.241,3.27,6,1,5,1,398,18,37,7,1,8 +duckwbr01,2004,1,HOU,NL,1,2,19,6,0,0,0,118,55,30,11,13,23,0.337,6.86,3,3,0,0,180,6,30,3,1,6 +dunnsc01,2004,1,ANA,AL,0,0,3,0,0,0,0,9,7,3,0,1,2,0.438,9.00,0,1,0,0,17,1,3,0,0,0 +durbich01,2004,1,CLE,AL,5,6,17,8,1,0,0,154,63,38,10,24,38,0.301,6.66,3,3,4,0,239,5,40,0,2,4 +durbich01,2004,2,ARI,NL,1,1,7,0,0,0,0,28,9,9,1,11,10,0.237,8.68,0,2,1,0,52,0,10,2,0,0 +durbijd01,2004,1,MIN,AL,0,1,4,1,0,0,0,22,12,6,0,6,6,0.387,7.36,0,1,0,0,38,2,6,0,1,2 +durritr01,2004,1,MIL,NL,0,0,1,0,0,0,0,1,0,0,0,0,0,0.000,0.00,0,0,0,0,1,1,0,0,0,0 +eatonad01,2004,1,SDN,NL,11,14,33,33,0,0,0,598,204,102,28,52,153,0.266,4.61,3,5,10,0,848,0,113,12,7,16 +eischjo01,2004,1,MON,NL,0,1,21,0,0,0,0,55,16,8,2,8,17,0.232,3.93,2,0,1,0,80,3,10,1,1,0 +elartsc01,2004,1,COL,NL,0,6,8,8,0,0,0,124,57,45,8,20,23,0.328,9.80,1,5,0,0,199,0,45,2,3,2 +elartsc01,2004,2,CLE,AL,3,5,21,21,1,1,0,352,107,59,25,42,80,0.240,4.53,2,3,4,0,498,0,62,3,4,7 +eldreca01,2004,1,SLN,NL,4,2,52,0,0,0,1,201,71,28,11,17,54,0.276,3.76,1,3,1,0,282,10,31,5,2,6 +embreal01,2004,1,BOS,AL,2,2,71,0,0,0,0,157,49,24,7,11,37,0.244,4.13,1,0,1,0,217,11,28,2,2,5 +ennisjo01,2004,1,DET,AL,0,0,12,0,0,0,1,48,20,15,3,5,13,0.290,8.44,0,1,0,1,75,5,16,0,1,0 +ericksc01,2004,1,NYN,NL,0,1,2,2,0,0,0,24,15,7,1,4,3,0.395,7.88,0,1,0,0,42,0,9,0,0,2 +ericksc01,2004,2,TEX,AL,1,3,4,4,0,0,0,57,23,13,2,16,6,0.307,6.16,0,1,0,0,94,0,13,0,3,2 +escobke01,2004,1,ANA,AL,11,12,33,33,0,0,0,625,192,91,21,76,191,0.244,3.93,2,9,7,0,878,0,91,3,6,13 +estessh01,2004,1,COL,NL,15,8,34,34,1,0,0,606,223,131,30,105,117,0.291,5.84,5,4,11,2,904,0,133,13,8,34 +estrele01,2004,1,SFN,NL,0,0,2,0,0,0,0,4,8,4,0,1,0,0.727,27.00,0,0,0,0,13,0,4,0,1,0 +eyresc01,2004,1,SFN,NL,2,2,83,0,0,0,1,158,43,24,8,27,49,0.219,4.10,3,3,0,0,229,12,26,3,3,0 +falkebr01,2004,1,LAN,NL,1,0,6,0,0,0,0,43,19,12,2,9,11,0.322,7.53,0,1,3,0,73,1,14,2,0,2 +farnsky01,2004,1,CHN,NL,4,5,72,0,0,0,0,200,67,35,10,33,78,0.260,4.73,1,1,2,0,298,25,39,5,0,3 +fasseje01,2004,1,COL,NL,3,8,40,12,0,0,0,333,136,68,9,44,59,0.306,5.51,5,4,4,1,505,2,73,5,7,7 +fasseje01,2004,2,ARI,NL,0,0,1,0,0,0,0,3,0,0,0,0,1,0.000,0.00,0,0,0,0,3,0,0,0,0,0 +felicpe01,2004,1,NYN,NL,1,1,22,0,0,0,0,55,14,11,2,12,14,0.209,5.40,0,1,1,0,82,3,12,1,1,1 +fernaja01,2004,1,HOU,NL,0,0,2,1,0,0,0,3,6,6,0,5,0,0.750,54.00,0,0,0,0,14,0,6,0,1,0 +fettemi01,2004,1,ARI,NL,0,1,23,0,0,0,1,56,23,18,2,14,14,0.299,8.68,2,4,1,0,94,6,22,0,2,3 +fieldna01,2004,1,KCA,AL,2,3,43,0,0,0,3,133,40,21,5,19,30,0.241,4.26,2,2,2,0,191,23,25,1,2,5 +figuene01,2004,1,PIT,NL,0,3,10,3,0,0,0,85,32,18,4,11,10,0.302,5.72,1,3,0,0,121,0,18,4,0,4 +fikacje01,2004,1,MON,NL,1,2,19,0,0,0,0,75,26,15,5,13,22,0.274,5.40,4,1,0,0,112,6,16,3,1,4 +filebo01,2004,1,TOR,AL,1,0,24,0,0,0,0,101,45,18,4,12,15,0.331,4.81,2,1,2,0,154,6,19,0,4,7 +florera01,2004,1,SLN,NL,1,0,9,1,0,0,0,42,13,3,0,3,7,0.265,1.93,1,0,3,0,57,3,3,1,1,3 +floydga01,2004,1,PHI,NL,2,0,6,4,0,0,0,85,25,11,1,16,24,0.240,3.49,0,1,5,1,126,0,11,1,0,3 +foggjo01,2004,1,PIT,NL,11,10,32,32,0,0,0,535,193,92,17,66,82,0.283,4.64,8,4,8,1,770,0,98,9,6,27 +foppeje01,2004,1,SFN,NL,0,0,1,0,0,0,0,3,1,0,0,0,2,0.250,0.00,0,0,0,0,4,0,0,0,0,0 +fordbe01,2004,1,MIL,NL,1,1,19,0,0,0,0,72,25,17,4,10,13,0.269,6.38,0,0,2,0,107,5,17,1,1,3 +fortuba01,2004,1,TBA,AL,0,0,3,0,0,0,0,22,10,3,1,2,5,0.357,3.68,0,1,0,0,30,1,3,0,0,2 +fortuba01,2004,2,NYN,NL,1,0,15,0,0,0,1,56,14,8,2,13,20,0.203,3.86,0,1,0,0,82,5,8,0,0,3 +fossuca01,2004,1,ARI,NL,4,15,27,27,0,0,0,426,171,105,31,63,117,0.302,6.65,5,4,10,2,652,0,111,8,4,9 +foulkke01,2004,1,BOS,AL,5,3,72,0,0,0,32,249,63,20,8,15,79,0.206,2.17,5,3,6,0,333,61,22,2,4,0 +foxch02,2004,1,FLO,NL,0,1,12,0,0,0,0,32,9,8,1,8,17,0.225,6.75,0,1,1,0,49,1,8,0,0,1 +francfr01,2004,1,TEX,AL,5,1,45,0,0,0,0,154,36,19,4,28,60,0.198,3.33,2,4,3,1,216,7,19,2,1,3 +francje01,2004,1,COL,NL,3,2,7,7,0,0,0,110,42,21,8,13,32,0.286,5.15,1,2,1,0,164,0,22,2,1,3 +francjo01,2004,1,NYN,NL,2,7,52,0,0,0,0,138,46,27,6,24,36,0.258,5.28,2,2,1,0,207,16,28,2,2,4 +frankry01,2004,1,SEA,AL,4,16,32,32,2,1,0,601,224,109,33,61,104,0.285,4.90,1,0,10,3,870,0,116,2,11,15 +frankwa01,2004,1,SFN,NL,2,1,43,2,0,0,0,152,55,36,11,22,40,0.281,6.39,2,0,3,0,227,8,37,4,2,4 +frasoja01,2004,1,TOR,AL,4,6,63,0,0,0,17,205,64,31,4,36,54,0.251,4.08,3,4,2,2,299,37,31,3,3,5 +fredeke01,2004,1,TOR,AL,0,2,22,0,0,0,0,86,32,21,4,16,22,0.283,6.59,1,0,1,0,133,4,21,0,3,2 +fuentbr01,2004,1,COL,NL,2,4,47,0,0,0,0,134,46,28,5,19,48,0.269,5.64,6,3,4,0,201,12,30,7,0,4 +fultzaa01,2004,1,MIN,AL,3,3,55,0,0,0,1,150,50,28,5,23,37,0.267,5.04,2,3,1,0,216,16,28,1,4,5 +gagneer01,2004,1,LAN,NL,7,3,70,0,0,0,45,247,53,20,5,22,114,0.181,2.19,3,2,5,0,326,59,24,4,2,2 +gallomi01,2004,1,HOU,NL,2,0,69,0,0,0,0,148,55,26,12,20,34,0.284,4.74,7,3,6,0,223,5,27,2,1,3 +garcifr02,2004,1,SEA,AL,4,7,15,15,1,0,0,321,96,38,8,32,82,0.236,3.20,1,5,2,0,446,0,39,4,1,6 +garcifr02,2004,2,CHA,AL,9,4,16,16,0,0,0,309,96,51,14,32,102,0.247,4.46,2,3,5,0,432,0,53,4,2,10 +garcija01,2004,1,OAK,AL,0,0,4,0,0,0,0,17,5,8,3,9,5,0.227,12.71,0,0,1,0,32,2,8,0,0,0 +garciro01,2004,1,TEX,AL,0,0,4,0,0,0,0,20,9,4,1,5,5,0.310,5.40,0,0,0,0,35,1,5,0,1,0 +garlajo01,2004,1,CHA,AL,12,11,34,33,1,0,0,651,223,118,34,76,113,0.269,4.89,2,3,4,0,923,0,125,9,5,21 +gaudich01,2004,1,TBA,AL,1,2,26,4,0,0,0,128,59,23,4,16,30,0.337,4.85,4,0,4,0,201,5,27,2,4,4 +gearyge01,2004,1,PHI,NL,1,0,33,0,0,0,0,134,52,27,8,16,30,0.292,5.44,3,2,3,1,200,16,29,1,2,4 +georgch02,2004,1,KCA,AL,1,2,10,7,0,0,0,127,60,34,1,25,15,0.331,7.23,1,0,0,0,207,1,39,0,1,6 +germafr01,2004,1,DET,AL,1,0,16,0,0,0,0,44,17,12,4,11,8,0.279,7.36,1,2,0,0,73,5,15,1,0,1 +germaju01,2004,1,SDN,NL,1,2,7,5,0,0,0,64,31,21,2,14,16,0.341,8.86,0,0,0,0,109,0,24,3,1,2 +gintema01,2004,1,NYN,NL,1,3,15,14,0,0,0,208,82,35,8,20,38,0.289,4.54,5,1,5,0,313,0,41,3,1,5 +gissech01,2004,1,COL,NL,0,1,5,1,0,0,0,26,20,14,4,3,11,0.465,14.54,0,1,0,0,48,2,14,1,1,1 +glavito02,2004,1,NYN,NL,11,14,33,33,1,1,0,637,204,85,20,70,109,0.252,3.60,10,0,0,0,904,0,94,13,10,17 +glovega01,2004,1,MIL,NL,2,1,4,3,0,0,0,54,18,7,2,8,8,0.265,3.50,1,1,2,0,82,0,9,2,2,0 +glynnry01,2004,1,TOR,AL,1,0,6,2,0,0,0,60,19,9,4,8,14,0.250,4.05,1,0,3,0,89,0,9,1,1,0 +gobblji01,2004,1,KCA,AL,9,8,25,24,1,0,0,444,157,88,24,43,49,0.270,5.35,0,4,3,0,638,0,94,4,7,10 +gonzadi01,2004,1,TBA,AL,0,0,4,0,0,0,0,22,9,5,1,2,7,0.310,6.14,0,2,0,0,32,1,5,0,1,1 +gonzaed01,2004,1,ARI,NL,0,9,10,10,0,0,0,139,72,48,15,18,31,0.362,9.32,4,3,5,1,228,0,49,5,1,9 +gonzaje01,2004,1,TBA,AL,0,5,11,8,0,0,0,151,72,39,9,20,22,0.346,6.97,0,4,3,0,235,1,42,1,3,5 +gonzami02,2004,1,PIT,NL,3,1,47,0,0,0,1,130,32,6,2,6,55,0.201,1.25,0,4,1,0,169,12,7,3,0,2 +goodan01,2004,1,ARI,NL,1,2,17,2,0,0,0,122,43,24,8,13,26,0.272,5.31,0,2,3,0,177,3,25,1,2,3 +gordoto01,2004,1,NYA,AL,9,4,80,0,0,0,4,269,56,22,5,23,96,0.180,2.21,5,3,1,0,342,15,23,5,2,8 +goslimi01,2004,1,ARI,NL,1,1,6,4,0,0,0,76,26,13,5,13,14,0.274,4.62,1,2,2,0,112,0,13,2,0,3 +grabojo02,2004,1,PIT,NL,2,5,68,0,0,0,1,185,81,35,8,28,64,0.323,5.11,7,5,0,0,286,10,39,6,1,6 +gracefr01,2004,1,FLO,NL,0,1,7,0,0,0,1,12,6,5,0,3,1,0.333,11.25,0,0,2,0,23,5,5,0,0,0 +gramaal01,2004,1,NYA,AL,0,0,3,2,0,0,0,15,14,11,1,2,4,0.500,19.80,0,0,0,0,31,1,11,0,1,1 +graveda01,2004,1,CIN,NL,1,6,68,0,0,0,41,205,77,30,12,13,40,0.282,3.95,6,2,2,0,290,59,39,0,2,9 +greggke01,2004,1,ANA,AL,5,2,55,0,0,0,1,263,86,41,6,28,84,0.255,4.21,3,13,3,1,377,23,43,4,5,4 +greinza01,2004,1,KCA,AL,8,11,24,24,0,0,0,435,143,64,26,26,100,0.256,3.97,3,1,8,1,599,0,64,3,2,8 +greisse01,2004,1,MIN,AL,2,5,12,9,0,0,0,153,68,35,12,15,36,0.319,6.18,1,1,2,0,233,1,40,1,2,6 +griffje01,2004,1,HOU,NL,0,0,1,1,0,0,0,13,4,5,1,3,5,0.235,10.38,0,0,0,0,20,0,5,0,0,0 +grillja01,2004,1,CHA,AL,2,3,8,8,1,0,0,135,52,37,11,20,26,0.294,7.40,0,2,3,0,203,0,38,2,1,4 +grimsja01,2004,1,KCA,AL,3,3,32,0,0,0,0,80,24,10,1,15,18,0.238,3.38,3,4,1,0,118,4,11,1,0,4 +grimsja01,2004,2,BAL,AL,2,4,41,0,0,0,0,109,37,17,3,20,21,0.261,4.21,3,2,2,0,167,3,25,2,1,2 +groombu01,2004,1,BAL,AL,4,1,60,0,0,0,0,158,67,28,6,16,32,0.309,4.78,1,0,1,1,236,22,30,0,2,3 +gryboke01,2004,1,ATL,NL,3,2,69,0,0,0,2,152,54,16,2,23,24,0.280,2.84,4,5,0,0,217,10,22,1,0,10 +guarded01,2004,1,SEA,AL,2,2,41,0,0,0,18,136,31,14,8,14,45,0.194,2.78,0,0,1,0,176,35,14,0,1,2 +guerrma02,2004,1,MIN,AL,0,1,9,2,0,0,0,57,22,12,5,6,11,0.293,5.68,0,0,1,0,84,5,13,2,0,0 +guthrje01,2004,1,CLE,AL,0,0,6,0,0,0,0,35,9,6,1,6,7,0.214,4.63,0,1,1,0,49,2,6,0,0,1 +halamjo01,2004,1,TBA,AL,7,6,34,14,0,0,0,356,134,62,17,27,59,0.284,4.70,3,1,10,1,513,7,68,1,3,16 +hallaro01,2004,1,TOR,AL,8,8,21,21,1,1,0,399,140,62,13,39,95,0.272,4.20,1,2,1,2,561,0,66,4,3,15 +halsebr01,2004,1,NYA,AL,1,3,8,7,0,0,0,96,41,23,4,14,25,0.306,6.47,0,0,2,0,153,0,26,1,2,1 +hammoch01,2004,1,OAK,AL,4,1,41,0,0,0,1,161,56,16,4,13,34,0.277,2.68,1,0,3,0,224,9,21,3,3,8 +hamptmi01,2004,1,ATL,NL,13,9,29,29,1,0,0,517,198,82,15,65,87,0.290,4.28,3,3,1,2,760,0,86,8,3,20 +hancojo01,2004,1,PHI,NL,0,1,4,2,0,0,0,27,13,9,3,3,5,0.333,9.00,0,0,0,0,42,0,9,0,0,0 +hancojo01,2004,2,CIN,NL,5,1,12,9,0,0,0,164,60,27,14,25,31,0.273,4.45,2,5,1,0,251,2,34,3,2,2 +haranaa01,2004,1,CIN,NL,10,9,28,28,1,1,0,483,177,87,26,53,125,0.280,4.86,5,7,5,0,711,0,90,13,6,7 +harderi01,2004,1,OAK,AL,11,7,31,31,0,0,0,569,171,84,16,81,167,0.242,3.99,6,4,3,1,803,0,90,5,6,18 +harenda01,2004,1,SLN,NL,3,3,14,5,0,0,0,138,45,23,4,17,32,0.265,4.50,2,1,2,0,195,2,23,4,2,6 +harikti01,2004,1,COL,NL,6,6,55,0,0,0,0,188,55,33,10,23,30,0.235,4.74,5,0,1,1,262,11,34,2,2,3 +harpetr01,2004,1,TBA,AL,6,2,52,0,0,0,0,236,69,34,8,23,59,0.234,3.89,3,3,7,0,330,11,37,3,2,6 +harvich01,2004,1,OAK,AL,0,0,3,0,0,0,0,8,2,1,0,1,0,0.200,3.38,0,0,0,0,11,1,1,0,0,0 +harvich01,2004,2,HOU,NL,3,2,56,0,0,0,0,159,54,28,8,26,46,0.260,4.75,2,5,2,0,238,14,35,2,0,9 +hasegsh01,2004,1,SEA,AL,4,6,68,0,0,0,0,204,67,39,5,31,46,0.260,5.16,4,1,2,1,300,19,42,5,4,4 +hawkila01,2004,1,CHN,NL,5,4,77,0,0,0,25,246,72,24,10,14,69,0.233,2.63,5,2,2,0,333,50,27,6,2,1 +hayneji01,2004,1,CIN,NL,0,3,5,4,0,0,0,45,26,16,3,7,8,0.388,9.60,0,1,2,0,79,1,17,2,0,0 +heilmaa01,2004,1,NYN,NL,1,3,5,5,0,0,0,84,27,17,4,13,22,0.257,5.46,0,0,0,0,119,0,17,1,0,7 +hendrbe01,2004,1,MIL,NL,1,8,10,9,0,0,0,139,58,32,6,20,29,0.310,6.22,1,1,4,0,215,1,33,2,2,9 +hendrma01,2004,1,TBA,AL,10,15,32,30,2,0,0,550,211,98,21,46,87,0.285,4.81,5,5,7,2,803,1,113,4,5,17 +hennebr01,2004,1,SFN,NL,2,2,7,7,0,0,0,103,42,19,2,15,25,0.294,4.98,1,1,0,0,163,0,24,4,1,2 +henslma01,2004,1,ANA,AL,0,2,16,0,0,0,0,83,32,15,5,7,30,0.294,4.88,1,0,2,0,120,13,15,1,1,1 +hentgpa01,2004,1,TOR,AL,2,9,18,16,0,0,0,241,90,62,16,42,33,0.283,6.95,2,1,4,0,373,2,67,1,8,4 +heredfe01,2004,1,NYA,AL,1,1,47,0,0,0,0,116,44,27,5,20,25,0.278,6.28,0,1,2,0,182,9,28,1,1,2 +hergema01,2004,1,SFN,NL,4,5,70,0,0,0,23,196,90,38,8,21,39,0.338,5.23,4,2,3,0,301,43,44,7,4,10 +hermadu01,2004,1,SFN,NL,6,9,47,18,0,0,17,393,132,66,15,46,102,0.262,4.53,5,4,3,0,565,26,71,5,7,8 +hernaad01,2004,1,MIL,NL,0,2,6,1,0,0,0,48,20,15,1,14,14,0.294,8.44,0,3,0,0,84,2,18,1,1,0 +hernaca03,2004,1,HOU,NL,1,3,9,9,0,0,0,126,50,30,11,23,26,0.303,6.43,0,1,5,0,200,0,31,4,3,4 +hernali01,2004,1,MON,NL,11,15,35,35,9,2,0,765,234,102,26,83,186,0.248,3.60,9,1,10,0,1053,0,105,11,4,22 +hernaor01,2004,1,NYA,AL,8,2,15,15,0,0,0,254,73,31,9,36,84,0.230,3.30,0,3,5,0,359,0,31,0,1,3 +hernaro01,2004,1,PHI,NL,3,5,63,0,0,0,0,170,66,30,9,29,44,0.297,4.76,3,3,1,0,260,11,39,7,1,4 +hillsh01,2004,1,MON,NL,1,2,3,3,0,0,0,27,17,16,1,7,10,0.415,16.00,0,0,1,0,51,0,16,0,2,0 +hitchst01,2004,1,SDN,NL,0,3,4,4,0,0,0,64,22,15,5,8,14,0.265,6.33,0,1,0,0,91,0,15,0,0,4 +hoffmtr01,2004,1,SDN,NL,3,3,55,0,0,0,41,164,42,14,5,8,53,0.211,2.30,1,2,0,0,209,51,14,2,0,4 +horgajo01,2004,1,MON,NL,4,1,47,0,0,0,2,120,35,14,5,22,30,0.230,3.15,3,0,3,0,178,12,18,1,0,3 +howarbe01,2004,1,FLO,NL,1,1,31,0,0,0,0,113,37,23,6,21,33,0.261,5.50,3,3,1,0,167,7,23,1,2,4 +howrybo01,2004,1,CLE,AL,4,2,37,0,0,0,0,128,37,13,5,12,39,0.228,2.74,0,0,2,0,178,6,14,1,1,1 +hudsolu01,2004,1,CIN,NL,4,2,9,9,0,0,0,145,36,13,3,25,38,0.208,2.42,1,5,2,0,204,0,16,2,2,4 +hudsoti01,2004,1,OAK,AL,12,6,27,27,3,2,0,566,194,74,8,44,103,0.267,3.53,3,4,12,1,793,0,82,7,4,23 +hughetr01,2004,1,TEX,AL,0,0,2,0,0,0,0,4,4,2,0,2,4,0.500,13.50,0,0,0,0,10,1,2,0,0,0 +huismju01,2004,1,KCA,AL,0,0,14,0,0,0,1,75,36,19,3,8,13,0.336,6.84,3,0,1,0,116,4,20,0,0,4 +ishiika01,2004,1,LAN,NL,13,8,31,31,2,2,0,516,155,90,21,98,99,0.246,4.71,2,3,4,0,749,0,97,10,7,16 +isrinja01,2004,1,SLN,NL,4,2,74,0,0,0,47,226,55,24,5,23,71,0.199,2.87,4,1,2,0,308,66,27,6,1,1 +jacksed01,2004,1,LAN,NL,2,1,8,5,0,0,0,74,31,20,7,11,16,0.307,7.30,1,0,0,0,113,1,20,1,0,3 +jacksmi02,2004,1,CHA,AL,2,0,45,0,0,0,0,140,55,26,7,15,26,0.294,5.01,2,1,3,2,210,12,27,2,3,4 +jarvike01,2004,1,SEA,AL,1,0,8,0,0,0,0,39,20,12,4,5,7,0.345,8.31,0,2,0,0,63,2,12,0,0,2 +jarvike01,2004,2,COL,NL,0,0,2,0,0,0,0,6,6,6,1,4,0,0.600,27.00,2,0,0,0,15,0,6,1,0,0 +jennija01,2004,1,COL,NL,11,12,33,33,0,0,0,603,241,123,27,101,133,0.299,5.51,14,6,7,1,925,0,125,9,3,16 +jimenjo01,2004,1,CLE,AL,1,7,31,0,0,0,8,109,45,34,6,14,21,0.296,8.42,2,0,4,0,170,18,37,0,0,2 +johnsja02,2004,1,DET,AL,8,15,33,33,2,1,0,590,222,112,22,60,125,0.284,5.13,3,7,5,1,859,0,121,1,10,24 +johnsmi03,2004,1,PIT,NL,0,3,24,0,0,0,0,68,29,11,2,15,18,0.315,4.37,1,0,2,0,110,5,16,1,0,4 +johnsra05,2004,1,ARI,NL,16,14,35,35,4,2,0,737,177,71,18,44,290,0.197,2.60,1,3,10,1,964,0,88,7,5,4 +jonesbo04,2004,1,BOS,AL,0,1,3,0,0,0,0,10,3,2,1,8,3,0.273,5.40,1,0,0,0,20,1,2,1,0,1 +jonesto02,2004,1,CIN,NL,8,2,51,0,0,0,1,171,49,24,4,25,37,0.243,3.79,2,2,1,0,235,10,25,2,5,5 +jonesto02,2004,2,PHI,NL,3,3,27,0,0,0,1,76,35,14,3,8,22,0.330,4.97,3,0,5,0,123,6,14,3,1,2 +juliojo01,2004,1,BAL,AL,2,5,65,0,0,0,22,207,59,35,11,39,70,0.228,4.57,4,7,3,0,306,50,35,2,3,2 +karsast01,2004,1,NYA,AL,0,0,7,0,0,0,0,20,5,2,2,2,4,0.217,2.70,0,1,0,0,27,6,3,0,2,1 +kazmisc01,2004,1,TBA,AL,2,3,8,7,0,0,0,100,33,21,4,21,41,0.256,5.67,0,3,2,0,152,0,22,0,0,3 +kennejo04,2004,1,COL,NL,9,7,27,27,1,0,0,487,163,66,17,67,117,0.265,3.66,12,5,8,0,705,0,68,9,6,15 +kensilo01,2004,1,FLO,NL,0,3,5,3,0,0,0,41,19,15,5,9,7,0.345,9.88,0,2,1,0,66,2,15,0,1,3 +kershja01,2004,1,TOR,AL,0,1,24,2,0,0,0,67,30,15,3,8,15,0.316,6.04,0,3,0,1,103,2,16,0,0,2 +kidama01,2004,1,LAN,NL,0,0,3,0,0,0,0,14,4,0,0,1,5,0.235,0.00,0,0,1,0,19,1,0,0,0,1 +kidama01,2004,2,SEA,AL,0,0,7,0,0,0,0,29,15,9,1,5,5,0.366,8.38,0,0,1,0,47,0,9,0,0,3 +kiescbr01,2004,1,MIL,NL,1,1,32,0,0,0,0,129,44,18,6,13,28,0.262,3.77,3,1,0,0,183,9,19,2,0,2 +kimby01,2004,1,BOS,AL,2,1,7,3,0,0,0,52,17,12,1,7,6,0.258,6.23,1,1,2,0,77,2,15,0,2,1 +kimsu01,2004,1,MON,NL,4,6,43,17,0,0,0,407,145,69,17,55,87,0.275,4.58,11,6,13,0,603,3,80,5,3,18 +kingra01,2004,1,SLN,NL,5,2,86,0,0,0,0,186,43,18,1,24,40,0.197,2.61,0,2,3,0,248,9,19,2,1,8 +kinnema01,2004,1,MIL,NL,3,4,32,6,0,0,0,187,77,40,8,23,52,0.301,5.78,1,5,2,0,286,10,41,2,3,3 +kinnema01,2004,2,KCA,AL,0,1,11,0,0,0,0,49,27,13,3,7,21,0.365,7.16,1,2,2,0,84,4,14,0,1,1 +klinest02,2004,1,SLN,NL,2,2,67,0,0,0,3,151,37,10,3,17,35,0.209,1.79,4,1,4,0,202,22,12,3,1,7 +knottga01,2004,1,DET,AL,7,6,36,19,0,0,2,406,142,79,20,58,81,0.267,5.25,3,11,4,0,599,6,83,4,2,12 +kochbi01,2004,1,CHA,AL,1,1,24,0,0,0,8,70,24,14,3,16,25,0.255,5.40,4,4,2,0,114,19,15,0,2,1 +kochbi01,2004,2,FLO,NL,1,2,23,0,0,0,0,77,21,10,3,20,25,0.226,3.51,0,1,0,0,115,16,10,1,1,3 +kolbda01,2004,1,MIL,NL,0,4,64,0,0,0,39,172,50,19,3,15,21,0.234,2.98,1,2,3,0,236,48,22,3,1,9 +koplomi01,2004,1,ARI,NL,4,4,76,0,0,0,2,260,86,39,7,37,55,0.269,4.05,10,4,5,0,371,24,42,8,1,15 +kroonma01,2004,1,COL,NL,0,0,6,0,0,0,0,18,7,4,1,10,3,0.350,6.00,0,1,0,0,32,1,4,1,1,2 +lackejo01,2004,1,ANA,AL,14,13,33,32,1,1,0,595,215,103,22,60,144,0.278,4.67,4,11,8,1,855,0,108,9,4,12 +lakerti01,2004,1,CLE,AL,0,0,1,0,0,0,0,3,1,0,0,1,0,0.333,0.00,0,0,0,0,4,1,0,0,0,1 +lawrebr02,2004,1,SDN,NL,15,14,34,34,2,1,0,609,226,93,26,55,121,0.287,4.12,7,2,7,0,870,0,101,11,9,22 +leagubr01,2004,1,TOR,AL,1,0,3,0,0,0,0,14,3,0,0,1,2,0.176,0.00,0,0,0,0,18,0,0,0,0,0 +ledezwi01,2004,1,DET,AL,4,3,15,8,0,0,0,160,55,26,3,18,29,0.272,4.39,0,3,2,1,225,1,28,0,3,8 +leecl02,2004,1,CLE,AL,14,8,33,33,0,0,0,537,188,108,30,81,161,0.268,5.43,1,6,11,0,802,0,113,2,6,10 +leeda01,2004,1,CLE,AL,0,0,4,0,0,0,0,13,8,5,0,4,4,0.348,10.38,0,1,0,0,27,2,7,0,0,0 +lehrju01,2004,1,OAK,AL,1,1,27,0,0,0,0,98,35,19,3,14,16,0.280,5.23,2,2,2,0,144,11,19,1,2,4 +leicejo01,2004,1,CHN,NL,5,1,32,0,0,0,0,125,40,18,7,15,35,0.256,3.89,0,0,0,0,175,6,20,2,2,6 +leiteal01,2004,1,NYN,NL,10,8,30,30,0,0,0,521,138,62,16,97,117,0.218,3.21,8,1,11,1,750,0,65,8,2,11 +leskacu01,2004,1,KCA,AL,0,3,19,0,0,0,2,47,23,14,5,14,15,0.324,8.04,0,2,0,0,85,7,16,0,0,1 +leskacu01,2004,2,BOS,AL,3,2,32,0,0,0,2,83,24,11,3,16,22,0.247,3.58,3,0,1,0,119,16,11,3,2,5 +levinal01,2004,1,DET,AL,3,4,65,0,0,0,0,212,83,36,10,24,32,0.295,4.58,1,3,1,0,310,14,37,2,2,6 +lewisco01,2004,1,TEX,AL,1,1,3,3,0,0,0,46,13,7,1,13,11,0.228,4.11,0,0,1,0,71,0,7,0,0,2 +lidgebr01,2004,1,HOU,NL,6,5,80,0,0,0,29,284,57,20,8,30,157,0.174,1.90,5,3,6,1,369,44,21,3,2,5 +lidleco01,2004,1,CIN,NL,7,10,24,24,3,1,0,447,170,88,24,44,93,0.288,5.32,4,8,5,0,656,0,95,12,4,9 +lidleco01,2004,2,PHI,NL,5,2,10,10,2,2,0,187,54,27,3,17,33,0.236,3.90,1,0,5,0,255,0,28,2,2,8 +liebejo01,2004,1,NYA,AL,14,8,27,27,0,0,0,530,216,85,20,18,102,0.301,4.33,2,7,2,0,749,0,95,3,7,18 +ligteke01,2004,1,TOR,AL,1,6,57,0,0,0,3,165,73,39,6,25,49,0.313,6.38,7,5,2,0,263,20,40,3,0,1 +lillyte01,2004,1,TOR,AL,12,10,32,32,2,1,0,592,171,89,26,89,168,0.230,4.06,2,6,6,4,845,0,92,3,3,10 +limajo01,2004,1,LAN,NL,13,5,36,24,0,0,0,511,178,77,33,34,93,0.271,4.07,6,3,1,0,702,3,81,9,1,21 +lincomi01,2004,1,SLN,NL,3,2,13,0,0,0,0,52,10,10,1,6,14,0.164,5.19,0,0,1,0,71,1,12,1,2,0 +linebsc01,2004,1,SDN,NL,7,3,73,0,0,0,0,252,61,20,8,26,83,0.209,2.14,2,3,3,0,326,7,22,2,3,12 +liriape01,2004,1,MIL,NL,0,0,11,0,0,0,0,47,15,7,3,3,10,0.238,4.02,0,1,1,0,67,1,10,0,0,0 +loaizes01,2004,1,CHA,AL,9,5,21,21,2,1,0,422,156,76,23,45,83,0.283,4.86,3,2,1,0,604,0,81,1,5,11 +loaizes01,2004,2,NYA,AL,1,2,10,6,0,0,0,127,61,40,9,26,34,0.337,8.50,2,2,2,0,214,1,43,0,5,2 +loeka01,2004,1,TEX,AL,0,0,2,1,0,0,0,20,6,4,0,6,3,0.273,5.40,0,0,1,0,29,0,5,0,0,2 +lohseky01,2004,1,MIN,AL,9,13,35,34,1,1,0,582,240,115,28,76,111,0.305,5.34,5,6,7,0,883,1,128,5,7,16 +loopebr01,2004,1,NYN,NL,2,5,71,0,0,0,29,250,86,25,5,16,60,0.266,2.70,3,1,3,0,346,60,28,2,2,11 +lopezaq01,2004,1,TOR,AL,1,1,18,0,0,0,0,63,21,14,5,13,13,0.266,6.00,3,0,2,0,95,6,15,0,1,2 +lopezja02,2004,1,COL,NL,1,2,64,0,0,0,0,122,45,34,1,26,20,0.287,7.52,4,3,3,0,187,10,34,1,0,6 +lopezro01,2004,1,BAL,AL,14,9,37,23,1,1,0,512,164,68,21,54,121,0.252,3.59,2,4,2,1,714,3,71,5,2,14 +lowede01,2004,1,BOS,AL,14,12,33,33,0,0,0,548,224,110,15,71,105,0.299,5.42,2,3,8,0,839,0,138,8,4,28 +lowryno01,2004,1,SFN,NL,6,0,16,14,2,1,0,276,91,39,10,28,72,0.259,3.82,1,2,0,0,383,0,41,2,1,11 +macdomi01,2004,1,KCA,AL,1,1,13,0,0,0,1,34,16,7,2,9,14,0.314,5.56,0,2,1,0,61,8,8,0,0,1 +maddugr01,2004,1,CHN,NL,16,11,33,33,2,1,0,638,218,95,35,33,151,0.269,4.02,4,2,9,0,872,0,103,12,8,16 +madribo01,2004,1,SEA,AL,6,3,15,11,1,0,0,264,74,32,3,33,60,0.232,3.27,2,2,4,1,359,4,33,3,0,12 +madsory01,2004,1,PHI,NL,9,3,52,1,0,0,1,231,68,20,6,19,55,0.238,2.34,4,7,5,0,312,14,23,1,1,10 +mahayro01,2004,1,TEX,AL,3,0,60,0,0,0,0,201,60,19,5,29,54,0.235,2.55,5,2,2,0,290,12,23,4,0,3 +mainejo01,2004,1,BAL,AL,0,1,1,1,0,0,0,11,7,4,1,3,1,0.438,9.82,0,1,0,0,19,0,4,0,0,1 +majewga01,2004,1,MON,NL,0,1,16,0,0,0,1,63,28,9,2,5,12,0.326,3.86,1,0,2,0,95,7,15,1,1,5 +malasma01,2004,1,BOS,AL,1,1,19,0,0,0,0,60,21,10,2,12,12,0.266,4.50,1,0,1,0,93,8,11,1,0,3 +mantema01,2004,1,ARI,NL,0,3,12,0,0,0,4,32,17,14,5,6,13,0.354,11.81,1,0,0,0,55,9,15,0,1,0 +manzajo01,2004,1,FLO,NL,3,3,26,0,0,0,1,97,38,22,6,15,27,0.292,6.12,2,0,3,0,151,7,24,2,1,0 +marotmi01,2004,1,DET,AL,11,13,33,33,2,1,0,651,244,104,25,59,108,0.288,4.31,1,10,7,1,928,0,112,11,4,27 +marquja01,2004,1,SLN,NL,15,7,32,32,0,0,0,604,215,83,26,70,138,0.275,3.71,1,6,10,0,874,0,90,5,6,21 +marsosa01,2004,1,NYA,AL,0,0,1,0,0,0,0,4,2,0,0,0,0,0.333,0.00,0,0,0,0,6,1,0,0,0,0 +marteda01,2004,1,CHA,AL,6,5,74,0,0,0,6,221,56,28,10,34,68,0.217,3.42,4,3,3,0,303,24,28,2,6,9 +martian01,2004,1,BOS,AL,2,1,11,0,0,0,0,32,13,10,2,6,5,0.289,8.44,0,0,1,0,52,7,10,0,0,0 +martipe02,2004,1,BOS,AL,16,9,33,33,1,1,0,651,193,94,26,61,227,0.238,3.90,0,2,16,0,903,0,99,5,9,8 +martito02,2004,1,LAN,NL,0,1,47,0,0,0,1,85,32,13,3,14,18,0.291,4.13,1,1,3,0,132,9,13,3,2,4 +martito02,2004,2,ATL,NL,0,1,29,0,0,0,0,51,17,7,4,5,12,0.270,3.71,2,0,0,0,72,2,7,2,2,0 +mateoju01,2004,1,SEA,AL,1,2,45,0,0,0,1,173,56,30,11,16,43,0.251,4.68,3,2,5,0,248,9,30,0,4,4 +matthmi01,2004,1,CIN,NL,2,1,35,0,0,0,0,90,31,21,7,16,15,0.265,6.30,1,4,2,1,137,6,22,1,1,4 +maureda01,2004,1,TOR,AL,0,0,3,0,0,0,0,4,6,8,1,5,1,0.600,54.00,0,0,0,0,15,0,8,0,0,0 +mayda02,2004,1,KCA,AL,9,19,31,31,3,1,0,558,234,116,38,55,120,0.306,5.61,4,2,2,0,832,0,130,1,9,14 +mccarda01,2004,1,BOS,AL,0,0,3,0,0,0,0,11,2,1,0,1,4,0.154,2.45,0,1,0,0,14,2,1,0,0,0 +mcconsa02,2004,1,ATL,NL,1,0,10,0,0,0,0,28,11,4,0,4,4,0.289,3.86,1,0,1,0,44,1,4,1,0,0 +mckayco01,2004,1,SLN,NL,0,0,1,0,0,0,0,6,0,0,0,1,0,0.000,0.00,0,0,0,0,7,1,0,0,0,0 +mcleama01,2004,1,SDN,NL,0,0,3,0,0,0,0,11,7,6,2,2,4,0.438,14.73,0,0,0,0,20,2,6,1,1,0 +meadobr01,2004,1,PIT,NL,2,4,68,0,0,0,1,234,76,31,7,19,46,0.259,3.58,7,5,0,0,323,15,40,6,5,8 +mechegi01,2004,1,SEA,AL,7,7,23,23,1,1,0,383,139,71,21,47,99,0.273,5.01,0,4,5,0,565,0,73,1,3,7 +mecirji01,2004,1,OAK,AL,0,5,65,0,0,0,2,143,45,19,5,19,49,0.239,3.59,2,1,4,0,212,17,21,1,0,1 +mendora01,2004,1,BOS,AL,2,1,27,0,0,0,0,92,25,12,3,7,13,0.225,3.52,1,1,1,1,119,12,12,0,0,3 +menecfr01,2004,2,TOR,AL,0,0,1,0,0,0,0,1,2,0,0,0,0,0.667,0.00,0,0,0,0,3,1,0,0,0,0 +merckke01,2004,1,CHN,NL,3,1,71,0,0,0,0,159,39,15,4,27,51,0.205,2.55,2,4,3,1,223,7,15,0,3,2 +mesajo01,2004,1,PIT,NL,5,2,70,0,0,0,43,208,78,25,6,20,37,0.291,3.25,3,1,1,0,295,65,26,4,2,10 +meyerda02,2004,1,ATL,NL,0,0,2,0,0,0,0,6,2,0,0,1,1,0.286,0.00,1,0,0,0,8,1,0,0,0,1 +micelda01,2004,1,HOU,NL,6,6,74,0,0,0,2,233,74,31,10,27,83,0.247,3.59,12,4,2,0,336,15,34,5,3,6 +milleju01,2004,1,TOR,AL,3,4,19,15,0,0,0,245,101,55,14,42,47,0.316,6.06,3,3,5,1,375,0,58,2,6,12 +millema02,2004,1,CLE,AL,4,1,57,0,0,0,1,166,42,19,1,23,55,0.216,3.09,8,1,6,1,226,13,22,2,1,11 +milletr02,2004,1,TBA,AL,1,1,60,0,0,0,1,147,48,17,3,15,43,0.257,3.12,4,2,3,0,208,15,21,3,0,4 +millewa04,2004,1,HOU,NL,7,7,15,15,0,0,0,266,76,33,11,44,74,0.228,3.35,0,1,0,0,383,0,35,5,1,5 +millwke01,2004,1,PHI,NL,9,6,25,25,0,0,0,423,155,76,14,51,125,0.278,4.85,5,4,7,0,628,0,81,11,2,8 +miltoer01,2004,1,PHI,NL,14,6,34,34,0,0,0,603,196,106,43,75,161,0.255,4.75,6,3,1,0,862,0,110,11,6,12 +mitrese01,2004,1,CHN,NL,2,4,12,9,0,0,0,155,71,38,6,20,37,0.327,6.62,1,5,4,1,244,2,38,3,0,6 +morenor01,2004,1,NYN,NL,3,1,33,0,0,0,1,104,29,13,0,11,29,0.221,3.38,0,2,3,1,146,8,17,1,0,1 +morrima01,2004,1,SLN,NL,15,10,32,32,3,2,0,606,205,106,35,56,131,0.266,4.72,3,3,6,1,850,0,116,13,5,26 +mossda01,2004,1,TBA,AL,0,1,5,2,0,0,0,24,13,15,2,5,6,0.351,16.88,0,1,1,0,43,2,15,0,0,0 +motagu01,2004,1,LAN,NL,8,4,52,0,0,0,1,189,51,15,4,27,52,0.228,2.14,5,5,2,0,259,11,15,4,2,4 +motagu01,2004,2,FLO,NL,1,4,26,0,0,0,3,101,24,18,4,10,33,0.200,4.81,1,0,2,0,134,7,18,1,1,2 +moyerja01,2004,1,SEA,AL,7,13,34,33,1,0,0,606,217,117,44,63,125,0.272,5.21,3,1,11,0,888,1,127,9,6,12 +muldema01,2004,1,OAK,AL,17,8,33,33,5,1,0,677,223,111,25,83,140,0.264,4.43,1,10,12,0,952,0,119,7,6,37 +mulhote01,2004,1,MIN,AL,5,9,39,15,0,0,0,370,163,71,17,33,60,0.327,5.18,3,2,5,0,549,9,76,7,5,18 +munozar01,2004,1,CHA,AL,0,1,11,1,0,0,0,43,20,16,4,12,11,0.339,10.05,1,2,1,0,75,3,16,1,2,0 +munrope01,2004,1,HOU,NL,4,7,21,19,0,0,0,299,120,57,12,26,63,0.302,5.15,2,2,10,0,446,1,59,9,4,7 +mussimi01,2004,1,NYA,AL,12,9,27,27,1,0,0,494,178,84,22,40,132,0.276,4.59,1,5,2,0,697,0,91,5,4,13 +myersbr01,2004,1,PHI,NL,11,11,32,31,1,1,0,528,196,108,31,62,116,0.281,5.52,4,5,6,0,778,1,113,9,3,13 +myersmi01,2004,1,SEA,AL,4,1,50,0,0,0,0,83,29,15,3,17,23,0.279,4.88,4,1,2,0,126,10,15,2,1,5 +myersmi01,2004,2,BOS,AL,1,0,25,0,0,0,0,45,16,7,2,6,9,0.267,4.20,1,1,0,0,66,5,7,0,0,1 +myersro01,2004,1,LAN,NL,0,0,1,0,0,0,0,6,1,0,0,0,1,0.167,0.00,0,0,0,0,6,1,0,0,0,1 +myettaa01,2004,1,CIN,NL,0,0,5,0,0,0,0,13,3,4,0,8,6,0.188,8.31,0,0,2,0,26,2,4,0,0,0 +nageocl01,2004,1,SEA,AL,1,6,12,5,0,0,0,110,48,30,3,27,24,0.324,7.36,1,3,4,0,185,4,31,4,2,3 +nakammi01,2004,1,TOR,AL,0,3,19,0,0,0,0,77,27,21,7,7,24,0.262,7.36,0,3,2,0,114,2,23,1,1,0 +nancesh01,2004,1,ARI,NL,1,1,19,0,0,0,0,37,19,8,2,12,9,0.352,5.84,4,1,3,0,69,2,11,0,0,1 +narrosa02,2004,1,TEX,AL,0,0,1,1,0,0,0,8,5,4,3,4,1,0.385,13.50,0,1,0,0,17,0,4,0,0,0 +nathajo01,2004,1,MIN,AL,1,2,73,0,0,0,44,217,48,13,3,23,89,0.187,1.62,3,5,2,0,284,63,14,2,0,3 +nealbl01,2004,1,SDN,NL,1,1,40,0,0,0,0,126,49,19,6,11,36,0.295,4.07,3,0,2,0,183,8,19,2,2,5 +nelsoje01,2004,1,TEX,AL,1,2,29,0,0,0,1,71,17,14,3,19,22,0.207,5.32,0,2,0,0,103,9,16,1,1,5 +nelsojo01,2004,1,BOS,AL,0,0,3,0,0,0,0,8,4,5,0,3,5,0.364,16.88,0,0,2,0,17,1,5,1,0,0 +neumi01,2004,1,FLO,NL,0,0,1,0,0,0,0,12,5,2,1,2,2,0.313,4.50,0,0,0,0,18,0,2,0,0,1 +nitkocj01,2004,1,ATL,NL,1,0,22,0,0,0,0,60,22,10,3,10,16,0.275,4.50,0,3,2,0,95,10,11,1,2,0 +nitkocj01,2004,2,NYA,AL,1,1,19,0,0,0,0,39,18,11,1,6,10,0.327,7.62,0,2,4,0,65,4,11,0,0,3 +nomohi01,2004,1,LAN,NL,4,11,18,18,0,0,0,252,105,77,19,42,54,0.312,8.25,1,3,4,0,393,0,77,7,3,4 +nortoph01,2004,1,CIN,NL,2,5,69,0,0,0,0,197,71,37,5,38,48,0.284,5.07,7,2,2,0,296,14,41,4,2,9 +novoaro01,2004,1,DET,AL,1,1,16,0,0,0,0,63,25,13,4,6,15,0.309,5.57,0,1,2,0,94,2,15,1,4,0 +nunezab01,2004,1,PIT,NL,0,0,1,0,0,0,0,1,0,0,0,0,0,0.000,0.00,0,0,0,0,1,1,0,0,0,0 +nunezfr01,2004,1,TBA,AL,0,3,8,0,0,0,0,32,11,7,1,7,14,0.268,5.91,0,2,3,0,54,0,8,1,2,1 +nunezvl01,2004,1,COL,NL,3,3,22,0,0,0,0,77,26,20,6,14,22,0.280,7.01,0,4,1,0,114,6,22,1,5,3 +obermwe01,2004,1,MIL,NL,6,8,25,20,1,1,0,354,138,76,15,42,59,0.291,5.80,0,4,3,0,529,1,80,4,5,9 +ohkato01,2004,1,MON,NL,3,7,15,15,0,0,0,254,98,32,11,20,38,0.288,3.40,1,3,1,0,367,0,40,4,2,9 +oliveda02,2004,1,FLO,NL,2,3,18,8,0,0,0,176,75,42,13,17,33,0.319,6.44,1,1,1,0,260,3,44,4,3,6 +oliveda02,2004,2,HOU,NL,1,0,9,2,0,0,0,42,12,6,1,4,13,0.240,3.86,0,0,0,0,54,2,6,0,0,2 +oropeed01,2004,1,SDN,NL,2,1,16,0,0,0,0,27,6,11,1,13,6,0.188,11.00,3,1,0,0,45,4,12,0,0,2 +ortizra01,2004,1,ANA,AL,5,7,34,14,0,0,0,384,139,63,18,38,82,0.280,4.43,4,5,4,3,543,13,64,2,3,14 +ortizru01,2004,1,ATL,NL,15,9,34,34,2,1,0,614,197,94,23,112,143,0.258,4.13,7,4,3,1,896,0,98,10,7,21 +osbordo01,2004,1,NYA,AL,2,0,9,2,0,0,0,53,25,14,3,5,10,0.347,7.13,0,0,2,0,79,2,16,0,0,3 +osunaan01,2004,1,SDN,NL,2,1,31,0,0,0,0,110,32,10,3,11,36,0.232,2.45,0,0,1,0,151,6,11,0,1,1 +oswalro01,2004,1,HOU,NL,20,10,36,35,2,2,0,711,233,92,17,62,206,0.260,3.49,5,5,11,1,983,0,100,11,4,21 +otsukak01,2004,1,SDN,NL,7,2,73,0,0,0,2,232,56,15,6,26,87,0.199,1.75,6,0,0,0,312,18,16,4,0,6 +padilju01,2004,1,NYA,AL,0,0,6,0,0,0,0,34,16,5,1,4,5,0.348,3.97,0,0,0,0,50,1,5,0,0,4 +padilju01,2004,2,CIN,NL,1,0,12,0,0,0,0,43,23,17,6,8,12,0.359,10.67,0,0,1,0,74,2,17,1,0,0 +padilvi01,2004,1,PHI,NL,7,7,20,20,0,0,0,346,119,58,16,36,82,0.267,4.53,6,2,10,0,503,0,63,7,5,7 +parkch01,2004,1,TEX,AL,4,7,16,16,0,0,0,287,105,58,22,33,63,0.281,5.46,0,1,13,1,428,0,63,4,4,11 +parrajo01,2004,1,NYN,NL,1,0,13,0,0,0,0,42,14,5,2,6,14,0.255,3.21,1,0,0,0,61,7,6,0,0,2 +parrijo01,2004,1,BAL,AL,6,3,56,1,0,0,1,234,68,30,4,55,71,0.238,3.46,6,6,3,0,353,17,39,3,6,9 +patteda04,2004,1,DET,AL,0,4,37,0,0,0,2,125,44,22,7,16,24,0.282,4.75,2,3,5,0,179,16,24,2,0,8 +pattejo02,2004,1,MON,NL,4,7,19,19,0,0,0,295,100,55,18,46,99,0.260,5.03,4,0,8,0,445,0,58,4,2,2 +pavanca01,2004,1,FLO,NL,18,8,31,31,2,2,0,667,212,74,16,49,139,0.253,3.00,13,2,11,3,909,0,80,7,4,18 +pearcjo01,2004,1,SLN,NL,0,0,3,0,0,0,0,7,3,1,0,0,0,0.375,3.86,0,0,0,0,9,1,1,1,0,0 +peavyja01,2004,1,SDN,NL,15,6,27,27,0,0,0,499,146,42,13,53,173,0.236,2.27,4,1,11,1,694,0,49,5,6,15 +pennybr01,2004,1,FLO,NL,8,8,21,21,0,0,0,394,124,46,10,39,105,0.249,3.15,6,5,3,0,545,0,50,3,3,13 +pennybr01,2004,2,LAN,NL,1,2,3,3,0,0,0,35,6,4,2,6,6,0.154,3.09,0,0,0,0,45,0,5,0,0,1 +percitr01,2004,1,ANA,AL,2,3,52,0,0,0,33,149,43,16,7,19,33,0.230,2.90,3,2,3,0,211,48,19,0,2,3 +perezod01,2004,1,LAN,NL,7,6,31,31,0,0,0,589,180,71,26,44,128,0.250,3.25,4,2,3,2,787,0,76,16,3,25 +perezol01,2004,1,PIT,NL,12,10,30,30,2,1,0,588,145,65,22,81,239,0.207,2.98,2,2,9,1,805,0,71,9,5,14 +perisma01,2004,1,FLO,NL,5,3,66,0,0,0,0,141,45,23,6,26,42,0.247,4.40,2,1,2,0,212,16,23,1,1,4 +peterad02,2004,1,TOR,AL,0,0,3,0,0,0,0,8,7,5,1,3,2,0.467,16.88,0,0,0,0,18,1,5,0,0,0 +pettian01,2004,1,HOU,NL,6,4,15,15,0,0,0,249,71,36,8,31,79,0.226,3.90,2,4,0,0,346,0,37,1,0,5 +phelpto01,2004,1,FLO,NL,1,1,19,4,0,0,0,102,34,18,6,12,28,0.268,4.76,0,0,0,0,144,2,20,3,2,2 +phelptr01,2004,1,MIL,NL,0,1,4,0,0,0,0,18,8,7,2,3,3,0.286,10.50,0,0,0,0,31,1,7,0,0,0 +pineijo01,2004,1,SEA,AL,6,11,21,21,1,0,0,422,144,73,21,43,111,0.265,4.67,1,4,4,0,596,0,77,1,5,13 +politcl01,2004,1,CHA,AL,0,3,54,0,0,0,1,154,52,25,6,22,48,0.261,4.38,5,2,2,0,225,9,26,0,2,3 +ponsosi01,2004,1,BAL,AL,11,15,33,33,5,2,0,647,265,127,23,69,115,0.305,5.30,3,8,8,2,954,0,136,6,3,36 +potelo01,2004,1,CLE,AL,0,0,2,0,0,0,0,9,3,3,0,1,5,0.250,9.00,0,0,0,0,13,1,3,0,0,0 +powelbr01,2004,1,PHI,NL,1,2,17,2,0,0,0,118,39,22,5,16,24,0.275,5.03,4,3,1,0,166,9,23,2,5,7 +powelja04,2004,1,TEX,AL,1,1,23,0,0,0,0,72,24,9,3,11,17,0.267,3.38,1,0,0,0,103,4,11,1,1,4 +prattan01,2004,1,CHN,NL,0,1,4,0,0,0,0,5,0,4,0,7,1,0.000,21.60,1,0,1,0,13,1,4,0,0,0 +prinzbr01,2004,1,NYA,AL,1,0,26,0,0,0,0,85,28,16,5,14,22,0.259,5.08,0,2,1,0,124,10,17,0,1,4 +priorma01,2004,1,CHN,NL,6,4,21,21,0,0,0,356,112,53,14,48,139,0.251,4.02,2,2,3,1,510,0,53,8,4,6 +proctsc01,2004,1,NYA,AL,2,1,26,0,0,0,0,75,29,15,5,14,21,0.284,5.40,0,1,0,1,118,12,18,0,2,1 +puffebr01,2004,1,SDN,NL,0,1,14,0,0,0,0,54,24,11,3,11,12,0.320,5.50,1,0,1,0,89,9,13,2,0,1 +pulidca01,2004,1,MIN,AL,0,0,6,0,0,0,0,34,16,11,2,4,9,0.333,8.74,1,0,1,0,55,3,13,0,2,1 +putzjj01,2004,1,SEA,AL,0,3,54,0,0,0,9,189,66,33,10,24,47,0.274,4.71,4,1,5,0,275,30,35,3,2,8 +quallch01,2004,1,HOU,NL,4,0,25,0,0,0,1,99,34,13,3,8,24,0.266,3.55,1,0,4,0,141,4,13,0,1,2 +quantpa01,2004,1,NYA,AL,7,3,86,0,0,0,1,286,124,50,5,20,37,0.316,4.72,9,0,4,0,424,17,54,3,4,8 +radkebr01,2004,1,MIN,AL,11,8,34,34,1,1,0,659,229,85,23,26,143,0.267,3.48,1,2,6,0,901,0,92,5,5,16 +rakeraa01,2004,1,BAL,AL,0,0,3,0,0,0,0,13,5,2,0,1,3,0.278,4.15,0,0,0,0,19,1,2,0,0,0 +ramirel01,2004,1,PHI,NL,0,0,7,0,0,0,0,45,17,8,3,5,9,0.283,4.80,1,1,1,0,67,5,8,0,1,1 +ramirer01,2004,1,TEX,AL,5,3,34,0,0,0,0,107,34,17,5,7,21,0.252,4.29,1,1,3,0,148,6,19,2,1,2 +ramirho01,2004,1,ATL,NL,2,4,10,9,1,0,0,181,51,16,7,30,31,0.226,2.39,5,0,0,2,259,0,24,2,1,7 +randost01,2004,1,ARI,NL,2,5,45,6,0,0,0,245,73,50,11,76,62,0.235,5.51,2,3,1,0,393,5,56,2,4,3 +rauchjo01,2004,1,CHA,AL,1,1,2,2,0,0,0,26,16,6,0,4,4,0.432,6.23,0,1,0,0,43,0,6,1,1,0 +rauchjo01,2004,2,MON,NL,3,0,9,2,0,0,0,70,14,4,1,7,18,0.175,1.54,2,1,0,0,88,1,4,1,0,1 +redditi01,2004,1,HOU,NL,5,7,27,17,0,0,0,302,125,64,15,43,56,0.309,5.72,3,2,5,0,465,2,73,10,3,15 +redmama01,2004,1,OAK,AL,11,12,32,32,2,0,0,573,218,100,28,68,102,0.292,4.71,6,6,6,1,832,0,110,5,7,20 +reedst01,2004,1,COL,NL,3,8,65,0,0,0,0,198,72,27,7,17,38,0.281,3.68,7,1,7,0,285,18,29,4,1,10 +regilni01,2004,1,TEX,AL,0,4,6,4,0,0,0,58,20,13,3,15,12,0.278,6.05,1,1,2,0,91,1,16,1,1,2 +reithbr01,2004,1,CIN,NL,2,2,22,0,0,0,0,78,30,21,5,19,24,0.288,7.27,1,3,3,0,128,4,21,2,0,2 +reitsch01,2004,1,ATL,NL,6,4,84,0,0,0,2,239,89,36,9,20,60,0.284,4.07,3,1,3,0,344,12,38,2,6,7 +remlimi01,2004,1,CHN,NL,1,2,48,0,0,0,2,110,33,14,3,16,35,0.246,3.44,3,1,1,0,156,6,16,1,4,3 +reyesal01,2004,1,SLN,NL,0,0,12,2,0,0,0,36,3,1,0,2,11,0.081,0.75,0,0,0,0,41,4,1,2,0,0 +reyesde01,2004,1,KCA,AL,4,8,40,12,0,0,0,324,114,57,12,50,91,0.273,4.75,3,6,4,2,483,5,64,7,5,6 +reynosh01,2004,1,ARI,NL,0,1,1,1,0,0,0,6,6,1,0,2,0,0.500,4.50,0,0,0,0,14,0,6,0,0,0 +rhodear01,2004,1,OAK,AL,3,3,37,0,0,0,9,116,46,22,9,21,34,0.293,5.12,4,2,0,0,182,25,23,3,1,3 +riedljo01,2004,1,CIN,NL,5,3,70,0,0,0,0,233,90,44,10,40,46,0.286,5.10,5,6,4,0,365,15,54,3,3,9 +rileyma01,2004,1,BAL,AL,3,4,14,13,0,0,0,192,60,40,11,44,60,0.244,5.63,0,2,1,0,292,0,43,1,0,7 +rincoju01,2004,1,MIN,AL,11,6,77,0,0,0,2,246,52,24,5,32,106,0.181,2.63,1,2,2,0,327,18,27,3,3,4 +rincori01,2004,1,OAK,AL,1,1,67,0,0,0,0,132,45,18,3,22,40,0.256,3.68,4,4,1,0,201,10,22,1,1,2 +riskeda01,2004,1,CLE,AL,7,3,72,0,0,0,5,232,69,32,11,41,78,0.240,3.72,4,3,2,0,336,27,32,3,2,7 +ritchto01,2004,1,TBA,AL,0,2,4,2,0,0,0,24,12,8,4,6,4,0.343,9.00,0,0,1,0,42,2,9,0,0,1 +riverma01,2004,1,NYA,AL,4,2,74,0,0,0,53,236,65,17,3,20,66,0.225,1.94,3,0,5,0,316,69,17,2,0,11 +roajo01,2004,1,MIN,AL,2,3,48,0,0,0,0,210,84,35,9,24,47,0.297,4.50,0,1,5,0,318,11,38,4,2,7 +robbija01,2004,1,CLE,AL,0,0,2,0,0,0,0,5,3,1,1,0,0,0.375,5.40,0,0,0,0,8,0,1,0,0,0 +robergr01,2004,1,NYN,NL,0,0,4,0,0,0,0,14,9,9,2,6,1,0.429,17.36,1,0,0,0,29,1,9,1,1,0 +roberje02,2004,1,CLE,AL,1,1,8,0,0,0,0,42,22,19,5,9,6,0.349,12.21,2,1,2,0,75,2,22,0,1,1 +roberna01,2004,1,DET,AL,12,10,34,32,1,0,1,590,210,107,30,66,155,0.274,4.90,1,5,4,1,852,1,116,12,4,27 +roberwi01,2004,1,PIT,NL,0,0,9,0,0,0,0,36,12,7,0,9,7,0.279,5.25,0,1,2,0,56,1,7,0,2,1 +rodried03,2004,1,BAL,AL,1,0,29,0,0,0,0,130,36,23,5,30,37,0.231,4.78,5,2,5,1,193,10,23,1,1,5 +rodrife01,2004,1,SFN,NL,3,5,53,0,0,0,0,134,43,17,7,19,31,0.250,3.43,2,4,4,0,199,8,18,3,1,1 +rodrife01,2004,2,PHI,NL,2,3,23,0,0,0,1,63,18,7,1,10,28,0.231,3.00,2,0,1,0,90,5,7,1,0,2 +rodrifr03,2004,1,ANA,AL,4,1,69,0,0,0,12,252,51,17,2,33,123,0.172,1.82,1,5,1,0,335,29,21,2,1,4 +rodriri03,2004,1,TEX,AL,3,1,5,4,1,1,0,80,28,6,1,12,15,0.262,2.03,0,1,0,1,119,0,10,0,0,2 +rogerke01,2004,1,TEX,AL,18,9,35,35,2,1,0,635,248,112,24,66,126,0.292,4.76,0,2,9,1,935,0,117,7,4,19 +romerjc01,2004,1,MIN,AL,7,4,74,0,0,0,1,223,61,29,4,38,69,0.224,3.51,6,5,5,0,319,12,32,3,1,6 +rueteki01,2004,1,SFN,NL,9,12,33,33,0,0,0,571,225,100,21,66,56,0.296,4.73,5,1,1,0,840,0,108,9,4,25 +ruschgl01,2004,1,CHN,NL,6,2,32,16,0,0,2,389,127,50,10,33,90,0.256,3.47,1,1,4,1,545,5,54,8,2,11 +ryanbj01,2004,1,BAL,AL,4,6,76,0,0,0,3,261,64,22,4,35,122,0.200,2.28,9,0,1,0,361,19,24,3,2,2 +saarlki01,2004,1,OAK,AL,2,1,6,5,0,0,0,73,27,12,4,12,10,0.284,4.44,0,0,2,0,112,1,13,2,1,2 +sabatcc01,2004,1,CLE,AL,11,10,30,30,1,1,0,564,176,86,20,72,139,0.252,4.12,3,1,7,1,787,0,90,3,6,16 +saenzch01,2004,1,MIL,NL,1,0,1,1,0,0,0,18,2,0,0,3,7,0.100,0.00,0,0,1,0,24,0,0,0,0,0 +sanchdu01,2004,1,LAN,NL,3,1,67,0,0,0,0,240,81,30,9,27,44,0.266,3.38,2,6,6,0,342,27,34,2,3,6 +sanchje01,2004,1,CIN,NL,0,2,3,3,0,0,0,43,18,12,4,9,8,0.305,7.53,0,0,0,0,68,0,12,0,0,1 +santajo01,2004,1,MIN,AL,20,6,34,34,1,1,0,684,156,66,24,54,265,0.192,2.61,0,7,9,0,881,0,70,3,3,15 +santovi01,2004,1,MIL,NL,11,12,31,28,0,0,0,462,169,85,18,57,115,0.278,4.97,5,2,7,1,684,2,95,6,7,12 +schilcu01,2004,1,BOS,AL,21,6,32,32,3,0,0,680,206,82,23,35,203,0.239,3.26,0,3,5,0,910,0,84,3,6,12 +schmija01,2004,1,SFN,NL,18,7,32,32,4,3,0,675,165,80,18,77,251,0.202,3.20,3,7,3,1,907,0,84,7,3,12 +schoesc01,2004,1,CHA,AL,6,9,20,19,0,0,0,338,129,70,17,49,69,0.291,5.59,0,3,3,0,500,0,74,3,2,8 +seaneru01,2004,1,KCA,AL,0,1,16,0,0,0,0,69,21,10,0,11,21,0.244,3.91,2,3,0,0,100,7,10,0,3,2 +seaneru01,2004,2,FLO,NL,3,1,23,0,0,0,0,69,18,7,3,8,25,0.212,2.74,1,1,0,0,93,8,7,0,0,1 +seaybo01,2004,1,TBA,AL,0,0,21,0,0,0,0,68,21,6,2,5,17,0.239,2.38,1,1,2,0,95,6,6,0,0,1 +seibeph01,2004,1,BOS,AL,0,0,2,0,0,0,0,11,0,0,0,5,1,0.000,0.00,0,0,1,0,18,0,0,0,0,0 +seleaa01,2004,1,ANA,AL,9,4,28,24,0,0,0,396,163,74,16,51,51,0.310,5.05,2,4,5,2,593,1,84,3,8,11 +seoja01,2004,1,NYN,NL,5,10,24,21,0,0,0,353,133,64,17,50,54,0.299,4.90,7,0,2,1,512,1,67,12,3,18 +serraji01,2004,1,KCA,AL,1,2,10,5,0,0,0,98,35,17,5,12,25,0.280,4.68,0,2,1,0,141,2,17,0,3,3 +servisc01,2004,1,ARI,NL,1,1,21,0,0,0,0,61,24,16,5,10,17,0.286,7.08,2,1,2,0,97,5,17,0,1,3 +sheetbe01,2004,1,MIL,NL,12,14,34,34,5,0,0,711,201,71,25,32,264,0.226,2.70,1,8,4,1,937,0,85,6,4,10 +sherrge01,2004,1,SEA,AL,2,1,21,0,0,0,0,71,24,10,3,9,16,0.258,3.80,1,4,1,1,104,4,12,0,1,2 +shielsc01,2004,1,ANA,AL,8,2,60,0,0,0,4,316,97,39,6,40,109,0.238,3.33,5,4,3,0,454,12,42,2,2,5 +shousbr01,2004,1,TEX,AL,2,0,53,0,0,0,0,133,36,11,3,18,34,0.224,2.23,3,0,1,0,184,14,12,2,2,4 +silvaca01,2004,1,MIN,AL,14,8,33,33,1,1,0,609,255,95,23,35,76,0.310,4.21,2,5,5,1,869,0,100,6,0,28 +simonja01,2004,1,SLN,NL,0,0,13,0,0,0,0,46,17,9,5,7,3,0.304,5.28,0,0,1,0,67,6,10,2,1,3 +simpsal01,2004,1,COL,NL,2,1,32,0,0,0,0,117,44,22,4,20,46,0.289,5.08,0,3,4,0,183,9,26,3,4,2 +smallaa01,2004,1,FLO,NL,0,0,7,0,0,0,0,49,24,15,5,7,8,0.343,8.27,0,1,0,0,78,0,15,1,0,1 +smithtr01,2004,1,ATL,NL,2,3,16,4,0,0,0,122,48,28,12,12,26,0.293,6.20,2,1,1,0,180,4,28,3,0,3 +smoltjo01,2004,1,ATL,NL,0,1,73,0,0,0,44,245,75,25,8,13,85,0.245,2.76,2,6,0,0,323,61,25,4,0,10 +snarery01,2004,1,TEX,AL,0,0,1,0,0,0,0,10,5,4,3,2,0,0.333,10.80,0,0,0,0,17,0,5,0,0,1 +snellia01,2004,1,PIT,NL,0,1,3,1,0,0,0,36,14,10,2,9,9,0.298,7.50,0,0,0,0,56,1,10,0,0,2 +soriara01,2004,1,SEA,AL,0,3,6,0,0,0,0,10,9,5,0,3,3,0.450,13.50,0,0,0,0,23,0,6,0,0,0 +sosajo02,2004,1,TBA,AL,4,7,43,8,0,0,1,298,100,61,17,54,94,0.259,5.53,3,2,1,0,447,6,67,2,4,8 +sparkst01,2004,1,ARI,NL,3,7,29,18,0,0,0,362,139,81,18,45,57,0.287,6.04,2,4,5,0,545,6,89,6,5,8 +speieju01,2004,1,TOR,AL,3,8,62,0,0,0,7,207,61,30,8,25,52,0.239,3.91,6,4,5,0,294,32,32,6,3,4 +sprinru01,2004,1,HOU,NL,0,1,16,0,0,0,0,41,15,4,1,6,9,0.278,2.63,0,2,1,0,62,3,4,0,1,1 +standja01,2004,1,TBA,AL,0,0,3,1,0,0,0,30,14,10,5,4,7,0.326,9.00,0,1,0,0,48,1,10,0,1,1 +stanfja01,2004,1,CLE,AL,0,1,2,2,0,0,0,33,12,1,0,5,5,0.279,0.82,0,1,1,0,50,0,1,1,0,1 +stantmi02,2004,1,NYN,NL,2,6,83,0,0,0,0,231,70,27,6,33,58,0.237,3.16,6,1,2,0,337,19,32,6,1,5 +starkde01,2004,1,COL,NL,0,5,6,6,0,0,0,78,53,33,9,18,10,0.427,11.42,3,1,0,0,150,0,43,4,4,1 +stewajo02,2004,1,CHA,AL,0,1,3,2,0,0,0,23,16,13,3,3,5,0.444,15.26,0,0,0,0,41,1,13,0,2,1 +stewasc01,2004,1,CLE,AL,0,2,23,0,0,0,0,41,23,11,2,6,18,0.365,7.24,2,0,0,0,70,5,14,0,1,0 +stewasc01,2004,2,LAN,NL,1,0,11,0,0,0,0,37,20,8,3,6,8,0.392,5.84,3,0,0,0,60,2,8,1,2,1 +stoneri01,2004,1,HOU,NL,1,1,16,0,0,0,0,57,26,12,5,7,16,0.317,5.68,3,1,3,0,92,7,12,0,0,1 +stoneri01,2004,2,SDN,NL,1,1,27,0,0,0,0,98,40,25,6,9,22,0.301,6.89,0,1,3,0,146,10,27,0,1,2 +sturtta01,2004,1,NYA,AL,6,2,28,3,0,0,1,232,75,47,9,33,56,0.254,5.47,2,2,6,1,337,7,49,2,1,8 +sullisc01,2004,1,KCA,AL,3,4,49,0,0,0,0,181,73,32,8,24,45,0.308,4.77,10,4,7,0,273,17,34,1,4,9 +suppaje01,2004,1,SLN,NL,16,9,31,31,0,0,0,564,192,87,25,65,110,0.265,4.16,1,4,8,1,811,0,98,8,5,17 +sweenbr01,2004,1,SDN,NL,1,0,7,2,0,0,0,43,20,9,1,2,10,0.328,5.65,0,1,0,0,63,1,9,0,0,1 +szumija01,2004,1,SDN,NL,0,0,7,0,0,0,0,30,12,8,3,11,5,0.286,7.20,2,0,2,0,57,2,9,2,0,0 +tadanka01,2004,1,CLE,AL,1,1,14,4,0,0,0,151,55,26,6,18,39,0.272,4.65,0,2,3,0,225,1,30,2,0,4 +takatsh01,2004,1,CHA,AL,6,4,59,0,0,0,19,187,40,16,6,21,50,0.182,2.31,3,1,2,0,245,45,17,2,0,5 +tankede01,2004,1,SDN,NL,0,5,9,6,0,0,0,105,35,20,3,17,29,0.254,5.14,3,2,1,0,157,0,25,1,0,4 +tavarju01,2004,1,SLN,NL,7,4,77,0,0,0,4,193,57,17,1,19,48,0.238,2.38,0,2,6,1,268,27,21,3,1,5 +tayloaa01,2004,1,SEA,AL,0,0,5,0,0,0,0,11,5,4,2,3,4,0.313,9.82,0,0,0,0,19,4,4,0,0,0 +tejermi01,2004,1,FLO,NL,0,1,2,2,0,0,0,12,6,8,0,6,3,0.375,18.00,0,0,1,0,23,0,8,0,0,0 +tejermi01,2004,2,TEX,AL,0,0,6,0,0,0,0,16,9,6,1,3,7,0.360,10.13,0,0,1,0,29,1,6,0,0,0 +telemam01,2004,1,PHI,NL,0,2,42,0,0,0,0,163,51,26,12,19,32,0.249,4.31,2,2,0,1,225,9,27,1,0,7 +thomabr01,2004,1,MIN,AL,0,0,3,0,0,0,0,8,7,5,0,1,0,0.500,16.88,0,1,0,0,16,0,5,1,0,0 +thomsjo01,2004,1,ATL,NL,14,8,33,33,0,0,0,595,210,82,20,52,133,0.276,3.72,5,3,6,0,834,0,93,11,4,24 +thornma01,2004,1,SEA,AL,1,2,19,1,0,0,0,98,30,15,2,25,30,0.250,4.13,1,2,0,0,148,8,15,2,1,4 +timlimi01,2004,1,BOS,AL,5,4,76,0,0,0,1,229,75,35,8,19,56,0.257,4.13,3,1,5,0,320,12,35,3,1,9 +tomkobr01,2004,1,SFN,NL,11,7,32,31,2,1,0,582,196,87,19,64,108,0.260,4.04,3,10,0,0,825,1,98,7,1,18 +torresa01,2004,1,PIT,NL,7,7,84,0,0,0,0,276,87,27,6,22,62,0.256,2.64,6,5,6,0,380,20,33,9,3,11 +towerjo01,2004,1,TOR,AL,9,9,21,21,0,0,0,349,148,66,16,26,51,0.310,5.11,4,0,9,1,518,0,70,2,4,13 +trachst01,2004,1,NYN,NL,12,13,33,33,0,0,0,608,203,90,25,83,117,0.262,4.00,9,4,5,2,881,0,104,11,8,13 +tsaoch01,2004,1,COL,NL,0,0,10,0,0,0,1,28,7,4,2,1,11,0.200,3.86,0,0,0,0,37,5,4,1,0,0 +tucketj01,2004,1,MON,NL,4,2,54,1,0,0,0,203,73,28,5,17,44,0.275,3.72,6,1,4,1,291,15,28,3,2,5 +turnbde01,2004,1,ANA,AL,0,0,4,0,0,0,0,19,2,0,0,7,3,0.105,0.00,0,0,0,0,26,4,0,0,0,2 +urbinug01,2004,1,DET,AL,4,6,54,0,0,0,21,162,38,27,7,32,56,0.194,4.50,3,2,3,0,234,46,28,1,2,1 +urdanli01,2004,1,DET,AL,0,0,1,0,0,0,0,0,5,6,0,1,0,1.000,,0,0,0,0,6,0,6,0,0,0 +valdeis01,2004,1,SDN,NL,9,6,23,20,1,1,0,342,141,70,21,31,37,0.303,5.53,1,1,2,0,509,2,75,8,2,9 +valdeis01,2004,2,FLO,NL,5,3,11,11,0,0,0,168,61,28,12,18,30,0.277,4.50,2,0,0,0,242,0,30,2,2,2 +valdeme01,2004,1,SFN,NL,0,0,2,0,0,0,0,5,4,5,1,3,2,0.444,27.00,0,0,0,0,12,0,5,0,0,0 +valenjo04,2004,1,CIN,NL,2,3,24,1,0,0,4,88,23,17,4,25,29,0.211,5.22,1,2,2,0,136,13,18,0,0,3 +valvejo01,2004,1,ARI,NL,1,2,29,0,0,0,8,89,23,14,7,17,38,0.213,4.25,4,4,1,0,131,20,17,3,2,2 +vanbejo01,2004,1,PIT,NL,1,3,6,5,0,0,0,86,33,22,3,19,18,0.300,6.91,0,1,2,0,135,0,27,2,2,5 +vanpoto01,2004,1,CIN,NL,4,6,48,11,0,0,0,346,136,78,22,32,72,0.298,6.09,3,6,3,1,502,12,80,6,4,9 +vargacl01,2004,1,MON,NL,5,5,45,14,0,0,0,355,120,69,26,64,89,0.266,5.25,7,8,7,0,530,6,75,4,4,9 +vasqujo01,2004,1,KCA,AL,0,0,2,0,0,0,0,10,4,3,1,1,4,0.267,8.10,0,1,1,0,17,1,4,0,0,0 +vazquja01,2004,1,NYA,AL,14,10,32,32,0,0,0,594,195,108,33,60,150,0.255,4.91,3,12,11,2,849,0,114,4,8,9 +venafmi01,2004,1,LAN,NL,0,0,17,0,0,0,0,27,11,4,1,3,6,0.306,4.00,1,0,2,0,42,2,5,1,0,2 +venturo01,2004,1,LAN,NL,0,0,1,0,0,0,0,3,1,0,0,0,0,0.250,0.00,0,0,0,0,4,1,0,0,0,0 +villabr01,2004,1,ARI,NL,0,3,20,0,0,0,0,60,25,9,2,14,13,0.313,4.05,2,0,1,0,96,6,9,1,0,3 +villaed01,2004,1,KCA,AL,0,1,1,1,0,0,0,10,6,5,1,4,0,0.375,13.50,0,1,0,0,20,0,5,0,0,0 +villaos01,2004,1,ARI,NL,0,2,17,0,0,0,0,54,25,14,3,7,17,0.342,7.00,1,5,1,0,84,4,14,3,0,3 +villoro01,2004,1,SEA,AL,8,6,56,10,0,0,0,351,102,53,12,64,86,0.232,4.08,3,6,12,0,523,14,64,4,4,9 +vizcalu01,2004,1,MIL,NL,4,4,73,0,0,0,1,216,61,30,12,24,63,0.228,3.75,3,9,1,0,298,21,35,1,5,5 +vogelry01,2004,1,PIT,NL,6,13,31,26,0,0,0,399,148,96,22,67,92,0.285,6.50,7,3,10,0,610,4,97,8,6,11 +waechdo01,2004,1,TBA,AL,5,7,14,14,0,0,0,211,68,47,20,33,36,0.252,6.01,1,1,4,1,309,0,54,0,2,3 +wagnebi02,2004,1,PHI,NL,4,0,45,0,0,0,21,145,31,13,5,6,59,0.181,2.42,1,1,2,0,182,38,16,3,0,3 +wagnery01,2004,1,CIN,NL,3,2,49,0,0,0,0,155,59,27,7,27,37,0.284,4.70,2,6,2,0,242,5,31,2,3,2 +wakefti01,2004,1,BOS,AL,12,10,32,30,0,0,0,565,197,102,29,63,116,0.264,4.87,3,9,16,0,831,0,121,2,4,11 +walkeja01,2004,1,DET,AL,3,4,70,0,0,0,1,194,69,23,8,12,53,0.263,3.20,3,4,1,0,277,18,28,1,1,1 +walkeke01,2004,1,SFN,NL,0,0,5,0,0,0,0,5,3,3,1,2,1,0.429,16.20,0,0,1,0,10,0,3,0,0,0 +walkety01,2004,1,SFN,NL,5,1,52,0,0,0,1,191,69,30,8,24,48,0.288,4.24,1,1,1,0,275,13,31,3,7,8 +wasdijo01,2004,1,TEX,AL,2,4,15,10,0,0,0,195,83,49,18,23,36,0.305,6.78,2,0,3,0,301,0,52,1,2,3 +washbja01,2004,1,ANA,AL,11,8,25,25,1,1,0,448,159,77,20,40,86,0.269,4.64,1,5,4,0,640,0,81,2,4,14 +watkist01,2004,1,SDN,NL,0,0,11,0,0,0,0,43,17,10,3,4,7,0.293,6.28,0,0,2,0,65,7,10,1,0,1 +wayneju01,2004,1,FLO,NL,3,3,19,1,0,0,0,98,35,21,6,18,20,0.282,5.79,1,1,2,0,148,4,24,1,3,5 +weathda01,2004,1,NYN,NL,5,3,32,0,0,0,0,101,41,16,5,15,25,0.304,4.28,0,1,2,1,156,10,19,2,2,3 +weathda01,2004,2,HOU,NL,1,4,26,0,0,0,0,96,31,17,5,13,26,0.261,4.78,1,0,3,0,137,9,20,2,0,4 +weathda01,2004,3,FLO,NL,1,0,8,2,0,0,0,50,13,5,2,7,10,0.232,2.70,1,0,0,0,64,1,5,1,0,3 +weaveje01,2004,1,LAN,NL,13,13,34,34,0,0,0,660,219,98,19,67,153,0.260,4.01,9,9,14,0,935,0,103,5,7,19 +webbbr01,2004,1,ARI,NL,7,16,35,35,1,0,0,624,194,83,17,119,164,0.248,3.59,11,17,11,1,933,0,111,14,6,24 +webbjo01,2004,1,TBA,AL,0,0,4,0,0,0,0,27,12,7,2,7,9,0.324,7.00,0,1,1,0,45,1,7,0,0,0 +weberbe01,2004,1,ANA,AL,0,2,18,0,0,0,0,67,37,20,4,15,11,0.363,8.06,0,0,0,0,117,5,24,0,0,1 +welleto01,2004,1,CHN,NL,2,1,20,0,0,0,0,73,27,16,1,20,30,0.287,5.92,2,0,0,1,119,7,16,3,2,1 +wellsda01,2004,1,SDN,NL,12,8,31,31,0,0,0,587,203,81,23,20,101,0.266,3.73,1,2,2,1,804,0,85,14,4,12 +wellski01,2004,1,PIT,NL,5,7,24,24,0,0,0,415,145,70,14,66,116,0.270,4.55,4,3,6,0,621,0,71,5,6,13 +wendetu01,2004,1,COL,NL,0,0,12,0,0,0,0,50,21,13,4,12,11,0.328,7.02,1,1,2,0,80,5,13,0,2,2 +westbja01,2004,1,CLE,AL,14,9,33,30,5,1,0,647,208,81,19,61,116,0.255,3.38,3,4,5,1,895,2,95,6,6,29 +wheelda01,2004,1,NYN,NL,3,1,32,1,0,0,0,152,65,27,9,17,46,0.307,4.80,2,4,0,1,232,7,29,2,1,6 +wheelda01,2004,2,HOU,NL,0,0,14,0,0,0,0,43,11,4,1,3,9,0.216,2.51,0,0,1,0,55,4,4,0,0,3 +whitega01,2004,1,NYA,AL,0,1,24,0,0,0,0,62,33,19,2,7,8,0.355,8.27,4,0,2,0,104,6,19,1,1,0 +whitega01,2004,2,CIN,NL,1,2,40,0,0,0,1,117,39,27,12,5,33,0.257,6.23,0,1,0,0,161,9,27,2,2,1 +whiteri01,2004,1,CLE,AL,5,5,59,0,0,0,1,235,88,46,15,29,44,0.293,5.29,7,2,2,0,340,20,52,6,3,10 +wickmbo01,2004,1,CLE,AL,0,2,30,0,0,0,13,89,33,14,4,10,26,0.282,4.25,0,0,2,0,129,21,14,0,0,5 +willida07,2004,1,PIT,NL,2,3,10,6,0,0,0,116,31,19,4,13,33,0.217,4.42,2,0,3,0,162,0,21,1,1,3 +willido03,2004,1,FLO,NL,10,11,32,32,2,0,0,591,210,88,20,61,139,0.273,4.02,8,2,8,0,848,0,99,8,2,15 +willije02,2004,1,SFN,NL,10,7,22,22,0,0,0,388,123,61,14,44,80,0.254,4.24,1,2,17,1,559,0,69,4,9,9 +willira01,2004,1,SEA,AL,0,0,6,0,0,0,0,14,3,3,0,6,4,0.188,5.79,0,0,0,0,22,1,3,0,0,1 +willisc01,2004,1,BOS,AL,0,1,28,0,0,0,1,86,11,4,0,18,28,0.115,1.26,1,4,3,0,120,5,6,0,3,1 +willito02,2004,1,BAL,AL,2,0,29,0,0,0,0,94,26,10,2,9,13,0.232,2.87,0,1,5,0,126,7,10,0,0,7 +williwo02,2004,1,SLN,NL,11,8,31,31,0,0,0,569,193,88,20,58,131,0.262,4.18,3,12,9,1,817,0,93,9,5,7 +wilsopa02,2004,1,CIN,NL,11,6,29,29,1,0,0,551,192,89,26,63,117,0.271,4.36,5,7,8,0,798,0,93,10,8,10 +wisema01,2004,1,MIL,NL,1,2,30,3,0,0,0,158,51,26,3,15,30,0.252,4.44,1,2,2,0,222,5,27,1,2,7 +witasja01,2004,1,SDN,NL,0,1,44,0,0,0,1,185,57,22,8,26,57,0.244,3.21,2,4,1,0,266,20,28,3,2,5 +wolfra02,2004,1,PHI,NL,5,8,23,23,1,1,0,410,145,65,20,36,89,0.271,4.28,4,2,5,0,585,0,73,6,3,13 +woodke02,2004,1,CHN,NL,8,9,22,22,0,0,0,421,127,58,16,51,144,0.244,3.72,0,7,11,0,595,0,62,6,6,14 +woodmi01,2004,1,KCA,AL,3,8,17,17,0,0,0,300,112,66,16,28,54,0.286,5.94,3,6,6,1,432,0,67,5,2,11 +worreti01,2004,1,PHI,NL,5,6,77,0,0,0,19,235,75,32,10,21,64,0.254,3.68,4,0,2,0,327,36,36,4,5,4 +wrighda02,2004,1,CHA,AL,0,4,4,4,0,0,0,53,24,16,5,11,6,0.320,8.15,1,0,2,1,88,0,17,0,0,0 +wrighja01,2004,1,COL,NL,2,3,14,14,0,0,0,236,82,36,8,45,41,0.266,4.12,3,3,6,0,361,0,39,1,1,3 +wrighja02,2004,1,ATL,NL,15,8,32,32,0,0,0,559,168,68,11,70,159,0.242,3.28,5,3,3,0,781,0,79,8,6,19 +wuertmi01,2004,1,CHN,NL,1,0,31,0,0,0,1,87,22,14,4,17,30,0.218,4.34,1,2,0,1,124,11,14,4,2,2 +wunscke01,2004,1,CHA,AL,0,0,3,0,0,0,0,6,2,0,0,1,1,0.286,0.00,0,0,0,0,8,1,0,0,0,0 +yanes01,2004,1,DET,AL,3,6,69,0,0,0,7,261,92,37,8,32,69,0.274,3.83,5,7,4,0,379,27,43,4,3,9 +yatesty01,2004,1,NYN,NL,2,4,21,7,0,0,0,140,61,33,6,25,35,0.311,6.36,3,1,3,1,228,2,36,2,2,4 +youngch03,2004,1,TEX,AL,3,2,7,7,0,0,0,109,36,19,7,10,27,0.250,4.71,0,1,2,0,158,0,21,1,0,2 +youngja01,2004,1,COL,NL,0,1,2,2,0,0,0,25,15,12,3,5,7,0.385,12.96,1,1,0,0,45,0,12,1,0,0 +zambrca01,2004,1,CHN,NL,16,8,31,31,1,1,0,629,174,64,14,81,188,0.225,2.75,4,6,20,2,887,0,73,10,3,17 +zambrvi01,2004,1,TBA,AL,9,7,23,22,0,0,0,384,107,63,13,96,109,0.230,4.43,2,5,16,0,588,0,68,0,10,14 +zambrvi01,2004,2,NYN,NL,2,0,3,3,0,0,0,42,12,6,0,6,14,0.222,3.86,0,1,0,0,62,0,9,1,0,0 +zeileto01,2004,1,NYN,NL,0,0,1,0,0,0,0,3,4,5,0,2,0,0.571,45.00,0,0,0,0,9,1,5,0,0,0 +zitoba01,2004,1,OAK,AL,11,11,34,34,0,0,0,639,216,106,28,81,163,0.263,4.48,2,4,9,1,926,0,116,7,9,12 +accarje01,2005,1,SFN,NL,1,5,28,0,0,0,0,89,26,13,2,9,16,0.232,3.94,1,1,1,0,124,7,13,1,1,3 +acevejo01,2005,1,COL,NL,2,4,36,5,0,0,1,192,86,46,13,16,31,0.321,6.47,3,0,1,1,292,7,48,2,5,3 +adamsmi03,2005,1,MIL,NL,0,1,13,0,0,0,1,40,12,4,2,10,14,0.235,2.70,1,1,0,0,61,7,4,0,0,1 +adamste01,2005,1,PHI,NL,0,2,16,0,0,0,0,40,25,19,3,10,4,0.403,12.83,2,0,4,0,77,5,19,1,0,2 +adkinjo01,2005,1,CHA,AL,0,1,5,0,0,0,0,25,13,8,0,4,1,0.351,8.64,2,0,1,0,42,4,8,0,0,1 +affelje01,2005,1,KCA,AL,0,2,49,0,0,0,0,149,56,29,3,29,39,0.277,5.26,2,5,0,0,232,13,35,0,1,6 +alfonan01,2005,1,FLO,NL,1,1,33,0,0,0,0,82,29,15,2,14,16,0.299,4.94,4,1,2,0,118,1,15,3,2,6 +almanar01,2005,1,ARI,NL,0,0,6,0,0,0,0,12,5,1,1,3,2,0.313,2.25,0,1,0,0,19,1,1,0,0,1 +almanca01,2005,1,TEX,AL,0,0,6,0,0,0,0,15,10,8,2,7,3,0.435,14.40,0,4,1,0,33,2,8,0,2,0 +alvarab01,2005,1,BOS,AL,0,0,2,0,0,0,0,7,6,4,1,0,1,0.462,15.43,0,0,0,0,13,1,4,0,0,0 +alvarwi01,2005,1,LAN,NL,1,4,21,2,0,0,0,72,31,15,7,7,16,0.316,5.63,0,0,0,0,109,3,15,2,2,1 +anderbr02,2005,1,KCA,AL,1,2,6,6,0,0,0,92,39,23,7,4,17,0.305,6.75,1,0,0,1,133,0,24,0,1,2 +anderja01,2005,1,NYA,AL,1,0,3,0,0,0,0,17,4,5,0,7,2,0.200,7.94,1,0,0,0,27,1,5,0,0,1 +anderma01,2005,1,COL,NL,0,0,12,0,0,0,0,30,19,14,3,11,4,0.404,12.60,0,0,2,0,62,6,17,1,1,1 +aquingr01,2005,1,ARI,NL,0,1,35,0,0,0,1,94,42,27,7,17,34,0.318,7.76,1,2,4,1,155,11,29,1,1,1 +armasto02,2005,1,WAS,NL,7,7,19,19,0,0,0,304,100,56,16,54,59,0.258,4.97,4,6,5,2,452,0,57,4,1,7 +arroybr01,2005,1,BOS,AL,14,10,35,32,0,0,0,616,213,103,22,54,100,0.266,4.51,3,5,14,1,878,1,116,4,4,14 +astacez01,2005,1,HOU,NL,3,6,22,14,0,0,0,243,100,51,23,25,66,0.301,5.67,2,4,1,1,366,5,56,2,6,2 +astacpe01,2005,1,TEX,AL,2,8,12,12,0,0,0,201,79,45,13,11,45,0.292,6.04,1,3,1,1,288,0,45,3,2,3 +astacpe01,2005,2,SDN,NL,4,2,12,10,0,0,0,179,54,21,4,26,33,0.247,3.17,3,3,1,0,252,1,21,4,2,5 +atchisc01,2005,1,SEA,AL,0,0,6,0,0,0,0,20,7,5,1,1,9,0.269,6.75,0,0,0,0,27,2,5,0,0,0 +ayalalu01,2005,1,WAS,NL,8,7,68,0,0,0,1,213,75,21,7,14,40,0.286,2.66,4,0,6,0,293,18,23,8,3,9 +aybarma01,2005,1,NYN,NL,0,0,22,0,0,0,0,76,31,17,4,7,27,0.301,6.04,1,0,1,0,114,4,17,1,2,0 +backebr01,2005,1,HOU,NL,10,8,26,25,1,1,0,448,151,79,19,67,97,0.263,4.76,1,5,4,2,653,0,82,7,1,13 +baezda01,2005,1,TBA,AL,5,4,67,0,0,0,41,217,66,23,7,30,51,0.244,2.86,0,0,2,0,308,64,27,4,2,9 +bajenje01,2005,1,CHA,AL,0,0,4,0,0,0,0,13,4,3,2,0,3,0.222,6.23,0,1,0,0,18,3,3,0,0,0 +bakersc02,2005,1,MIN,AL,3,3,10,9,0,0,0,161,48,20,5,14,32,0.241,3.35,0,0,0,0,217,0,21,2,2,4 +baldwja01,2005,1,BAL,AL,0,0,12,0,0,0,0,67,17,4,2,3,12,0.218,1.61,0,1,1,0,84,7,4,1,1,2 +baldwja01,2005,2,TEX,AL,0,2,8,0,0,0,1,52,18,10,3,7,9,0.273,5.19,1,1,1,1,76,2,10,0,2,2 +baldwja01,2005,3,BAL,AL,0,0,8,0,0,0,0,51,19,10,3,6,8,0.275,5.29,0,0,1,0,78,4,14,0,2,1 +bartocl01,2005,1,CHN,NL,0,2,19,0,0,0,0,59,23,12,7,11,15,0.307,5.49,0,0,2,0,91,7,13,2,1,6 +batismi01,2005,1,TOR,AL,5,8,71,0,0,0,31,224,80,34,9,27,54,0.268,4.10,5,3,2,0,331,62,39,2,2,6 +bauerri01,2005,1,BAL,AL,0,0,5,0,0,0,0,25,13,9,2,4,5,0.361,9.72,0,0,0,0,40,2,9,0,0,1 +bautide01,2005,1,KCA,AL,2,2,7,7,0,0,0,107,36,23,2,17,23,0.259,5.80,0,3,2,0,160,0,23,1,1,4 +baylijo01,2005,1,KCA,AL,0,0,11,0,0,0,0,35,7,6,2,4,10,0.167,4.63,0,0,2,0,48,7,6,0,0,1 +bazaryo01,2005,1,FLO,NL,0,0,1,0,0,0,0,5,5,4,0,2,2,0.500,21.60,0,1,0,0,12,0,5,0,0,1 +beanco01,2005,1,NYA,AL,0,0,1,0,0,0,0,6,1,1,0,2,2,0.143,4.50,0,0,0,0,9,1,1,0,0,0 +beckejo02,2005,1,FLO,NL,15,8,29,29,2,1,0,536,153,67,14,58,166,0.234,3.38,2,5,7,0,728,0,75,8,2,17 +bedarer01,2005,1,BAL,AL,6,8,24,24,0,0,0,425,139,63,10,57,125,0.260,4.00,1,4,5,1,606,0,66,3,6,15 +beimejo01,2005,1,TBA,AL,0,0,7,0,0,0,0,33,15,4,1,4,3,0.319,3.27,1,1,0,0,51,3,4,0,0,1 +belisma01,2005,1,CIN,NL,4,8,60,5,0,0,1,257,101,42,11,26,59,0.294,4.41,6,3,6,0,382,17,49,4,2,8 +bellhe01,2005,1,NYN,NL,1,3,42,0,0,0,0,140,56,29,3,13,43,0.298,5.59,3,0,1,1,206,12,30,4,0,6 +bellro01,2005,1,TBA,AL,1,1,8,3,0,0,0,75,41,23,7,12,13,0.360,8.28,0,3,2,0,129,4,25,0,1,2 +benitar01,2005,1,SFN,NL,2,3,30,0,0,0,19,90,25,15,5,16,23,0.229,4.50,0,0,0,0,127,27,17,0,2,4 +benoijo01,2005,1,TEX,AL,4,4,32,9,0,0,0,261,69,36,9,38,78,0.212,3.72,0,1,2,0,369,6,39,2,1,2 +bensokr01,2005,1,NYN,NL,10,8,28,28,0,0,0,523,171,80,24,49,95,0.253,4.13,5,4,4,0,737,0,86,5,3,16 +bentzch01,2005,1,FLO,NL,0,0,4,0,0,0,0,6,8,7,2,0,0,0.571,31.50,0,0,0,0,14,0,7,0,0,0 +bergmja01,2005,1,WAS,NL,2,0,15,1,0,0,0,59,14,6,1,11,21,0.200,2.75,1,0,2,0,85,4,6,1,1,1 +bernead01,2005,1,ATL,NL,4,3,36,0,0,0,0,141,61,34,5,12,37,0.313,6.51,3,1,4,0,216,12,35,2,3,4 +betanra01,2005,1,CLE,AL,4,3,54,0,0,0,1,203,57,21,5,17,73,0.224,2.79,2,0,0,0,272,12,23,1,0,2 +blantjo01,2005,1,OAK,AL,12,12,33,33,2,0,0,604,178,79,23,67,116,0.236,3.53,3,4,5,2,835,0,86,2,7,15 +bondeje01,2005,1,DET,AL,14,13,29,29,4,0,0,567,199,96,21,57,145,0.271,4.57,0,5,4,1,801,0,101,3,3,22 +bookech01,2005,1,CIN,NL,0,0,3,0,0,0,0,6,6,7,2,4,2,0.545,31.50,0,0,0,0,15,1,8,0,0,0 +bootcch01,2005,1,LAA,AL,0,1,5,2,0,0,1,56,19,7,1,4,8,0.257,3.38,1,1,0,0,79,1,7,0,1,1 +borowjo01,2005,1,CHN,NL,0,0,11,0,0,0,0,33,12,8,5,1,11,0.261,6.55,0,0,0,0,47,3,8,0,0,0 +borowjo01,2005,2,TBA,AL,1,5,32,0,0,0,0,106,26,15,3,11,16,0.208,3.82,1,1,0,0,137,4,15,1,0,2 +bottari01,2005,1,MIL,NL,2,2,40,0,0,0,2,125,43,21,7,19,29,0.265,4.54,0,7,3,0,187,11,24,1,2,3 +bowyetr01,2005,1,MIN,AL,0,1,8,0,0,0,0,29,10,6,3,3,12,0.270,5.59,0,1,1,0,42,5,6,0,1,1 +boyerbl01,2005,1,ATL,NL,4,2,43,0,0,0,0,113,32,13,1,17,33,0.234,3.11,0,2,2,0,158,5,13,1,1,2 +bradfch01,2005,1,BOS,AL,2,1,31,0,0,0,0,70,29,10,1,4,10,0.312,3.86,1,2,3,0,104,2,10,3,1,2 +brazede01,2005,1,TBA,AL,1,8,20,8,0,0,0,213,87,60,12,60,43,0.307,7.61,3,5,4,0,354,2,65,4,3,9 +brazoyh01,2005,1,LAN,NL,4,10,74,0,0,0,21,218,70,43,11,32,61,0.258,5.33,4,1,5,0,317,44,46,7,2,5 +breslcr01,2005,1,SDN,NL,0,0,14,0,0,0,0,49,15,4,1,13,14,0.238,2.20,0,1,1,0,78,3,6,0,1,2 +britoeu01,2005,1,PHI,NL,1,2,6,5,0,0,0,66,20,9,2,11,15,0.250,3.68,1,0,2,1,94,0,9,0,1,2 +brocado01,2005,1,TEX,AL,5,3,61,0,0,0,1,220,90,45,2,34,61,0.301,5.52,3,4,4,0,344,13,48,3,4,8 +brookfr01,2005,1,ATL,NL,0,0,1,0,0,0,0,1,1,0,0,0,0,1.000,0.00,0,0,0,0,1,1,0,0,0,0 +broweji01,2005,1,SFN,NL,2,1,32,0,0,0,1,91,40,22,5,15,25,0.320,6.53,0,2,2,0,144,8,22,1,1,2 +broweji01,2005,2,ATL,NL,1,2,37,0,0,0,0,90,33,14,6,17,28,0.282,4.20,3,2,3,0,138,4,14,1,0,3 +brownke01,2005,1,NYA,AL,4,7,13,13,0,0,0,220,107,53,5,19,50,0.341,6.50,1,6,7,0,346,0,57,3,3,7 +broxtjo01,2005,1,LAN,NL,1,0,14,0,0,0,0,41,13,9,0,12,22,0.245,5.93,2,2,1,0,68,5,11,0,2,0 +brunebr01,2005,1,ARI,NL,1,3,47,0,0,0,12,138,56,38,6,35,51,0.299,7.43,2,2,5,0,230,21,39,2,1,4 +buehrma01,2005,1,CHA,AL,16,8,33,33,3,1,0,710,240,82,20,40,149,0.262,3.12,4,2,4,2,971,0,99,7,4,29 +bukviry01,2005,1,TEX,AL,0,0,4,0,0,0,0,12,2,5,0,6,4,0.167,11.25,0,0,0,0,19,0,5,1,0,1 +bulgeja01,2005,1,ARI,NL,1,0,9,0,0,0,0,30,14,6,1,5,9,0.333,5.40,1,0,0,0,48,5,6,1,0,0 +bullibr01,2005,1,PIT,NL,0,0,1,0,0,0,0,4,1,2,0,1,1,0.250,13.50,0,0,1,0,7,0,2,0,1,0 +bumpna01,2005,1,FLO,NL,0,3,31,0,0,0,0,114,43,17,5,12,18,0.289,4.03,1,0,2,0,165,2,18,2,0,8 +burgoam01,2005,1,KCA,AL,3,5,59,0,0,0,2,190,60,28,6,31,65,0.251,3.98,1,8,5,2,278,17,29,2,1,6 +burneaj01,2005,1,FLO,NL,12,12,32,32,4,2,0,627,184,80,12,79,198,0.237,3.44,1,12,7,0,873,0,97,7,5,26 +burnsmi01,2005,1,HOU,NL,0,0,27,0,0,0,0,93,29,17,6,8,20,0.238,4.94,1,1,5,0,136,10,18,1,0,1 +burrose01,2005,1,SDN,NL,0,0,1,0,0,0,0,3,4,3,1,0,0,0.571,27.00,0,0,0,0,7,1,3,0,0,0 +bushda01,2005,1,TOR,AL,5,11,25,24,2,0,0,409,142,68,20,29,75,0.269,4.49,3,2,13,0,575,1,73,3,2,11 +byrdati01,2005,1,BAL,AL,0,1,41,0,0,0,1,80,27,12,1,21,31,0.255,4.05,1,5,1,0,131,3,14,2,1,1 +byrdpa01,2005,1,LAA,AL,12,11,31,31,2,1,0,613,216,85,22,28,102,0.272,3.74,1,1,7,0,842,0,95,7,7,17 +cabreda01,2005,1,BAL,AL,10,13,29,29,0,0,0,484,144,81,14,87,157,0.235,4.52,2,9,11,1,716,0,92,2,3,7 +cabrefe01,2005,1,CLE,AL,2,1,15,0,0,0,0,92,24,5,1,11,29,0.212,1.47,1,1,0,1,124,6,7,0,0,4 +cainma01,2005,1,SFN,NL,2,1,7,7,1,0,0,139,24,12,4,19,30,0.151,2.33,1,1,0,0,181,0,12,2,1,2 +calerki01,2005,1,OAK,AL,4,1,58,0,0,0,1,167,45,20,6,18,52,0.216,3.23,2,2,1,0,229,15,20,1,1,1 +calica01,2005,1,SLN,NL,0,0,6,0,0,0,0,18,10,7,3,6,5,0.385,10.50,1,1,0,0,33,3,8,0,1,1 +campijo01,2005,1,SEA,AL,0,0,2,1,0,0,0,6,1,0,0,1,1,0.125,0.00,0,0,0,0,9,1,0,0,0,0 +campsh01,2005,1,KCA,AL,1,4,29,0,0,0,0,147,69,35,4,13,28,0.332,6.43,3,3,4,0,228,7,40,0,3,4 +capeljo01,2005,1,MIL,NL,1,1,17,0,0,0,0,47,17,5,1,5,14,0.293,2.87,0,0,0,0,67,7,6,2,2,0 +cappsma01,2005,1,PIT,NL,0,0,4,0,0,0,0,12,5,2,0,0,3,0.333,4.50,0,0,1,0,16,0,2,0,0,1 +capuach01,2005,1,MIL,NL,18,12,35,35,0,0,0,657,212,97,31,91,176,0.256,3.99,6,3,12,4,949,0,105,14,5,16 +carlybu01,2005,1,LAN,NL,0,0,10,0,0,0,0,42,16,13,4,4,13,0.291,8.36,0,0,1,0,62,2,13,2,0,1 +carpech01,2005,1,SLN,NL,21,5,33,33,7,4,0,725,204,76,18,51,213,0.231,2.83,0,5,3,0,953,0,82,7,7,22 +carradj01,2005,1,KCA,AL,6,8,21,20,1,0,0,344,129,61,11,51,49,0.289,4.79,2,7,6,3,511,0,67,3,5,16 +carragi01,2005,1,LAN,NL,7,4,72,0,0,0,0,227,65,33,6,38,56,0.243,3.93,5,4,6,0,326,18,35,9,5,9 +carrahe01,2005,1,WAS,NL,5,4,64,5,0,0,2,265,59,20,6,38,75,0.193,2.04,7,6,6,1,358,13,23,4,4,8 +cartela02,2005,1,TBA,AL,1,2,39,0,0,0,1,171,61,31,9,15,22,0.279,4.89,1,0,1,0,239,18,31,1,3,3 +carvama01,2005,1,COL,NL,0,2,39,0,0,0,0,159,52,30,8,21,47,0.259,5.09,0,4,3,0,229,11,30,2,2,6 +cassisc01,2005,1,BOS,AL,0,0,1,0,0,0,0,2,4,3,0,0,0,0.667,40.50,0,0,0,0,6,0,3,0,0,0 +cassisc01,2005,2,SDN,NL,1,1,10,0,0,0,0,37,15,9,3,3,12,0.306,6.57,0,0,0,0,54,4,10,2,0,1 +castifr01,2005,1,FLO,NL,0,1,1,1,0,0,0,13,4,5,0,5,4,0.235,10.38,0,0,0,0,22,0,5,0,0,0 +cerdaja01,2005,1,KCA,AL,1,4,20,0,0,0,0,57,21,14,3,11,18,0.284,6.63,2,2,0,0,89,1,14,3,1,0 +chacigu01,2005,1,TOR,AL,13,9,34,34,0,0,0,609,213,84,20,70,121,0.274,3.72,3,3,8,0,872,0,93,8,10,22 +chacosh01,2005,1,COL,NL,1,7,13,12,0,0,0,218,69,33,7,36,39,0.260,4.09,4,3,8,0,322,0,33,9,4,4 +chacosh01,2005,2,NYA,AL,7,3,14,12,0,0,0,237,66,25,7,30,40,0.225,2.85,0,3,6,1,330,0,26,0,1,7 +chenbr01,2005,1,BAL,AL,13,10,34,32,1,0,0,592,187,84,33,63,133,0.248,3.83,0,2,9,1,832,0,94,3,3,13 +childma01,2005,1,ATL,NL,0,0,3,0,0,0,0,12,5,2,1,3,2,0.294,4.50,0,0,1,0,21,1,2,0,0,0 +choatra01,2005,1,ARI,NL,0,0,8,0,0,0,0,21,8,7,0,5,4,0.276,9.00,1,1,1,0,35,0,7,0,0,0 +chrisja01,2005,1,SFN,NL,6,1,56,0,0,0,0,126,48,25,4,15,17,0.286,5.36,2,0,0,0,188,10,27,1,4,3 +chrisja01,2005,2,LAA,AL,0,0,12,0,0,0,0,11,7,1,0,2,4,0.389,2.45,0,0,0,0,20,1,1,0,0,0 +chulkvi01,2005,1,TOR,AL,0,1,62,0,0,0,0,216,68,31,9,26,39,0.255,3.88,3,5,1,0,301,10,33,3,4,7 +clausbr01,2005,1,CIN,NL,10,11,29,29,0,0,0,500,178,78,24,57,121,0.273,4.21,5,2,7,1,731,0,89,8,6,13 +clemema01,2005,1,BOS,AL,13,6,32,32,1,0,0,573,192,97,18,68,146,0.260,4.57,1,13,16,0,830,0,102,2,6,20 +clemero02,2005,1,HOU,NL,13,8,32,32,1,0,0,634,151,44,11,62,185,0.198,1.87,5,3,3,1,838,0,51,9,3,16 +coffeto01,2005,1,CIN,NL,4,1,57,0,0,0,1,174,84,29,5,11,26,0.344,4.50,2,1,5,0,265,14,33,3,2,5 +colomje01,2005,1,TBA,AL,2,3,36,0,0,0,0,136,54,23,7,18,28,0.283,4.57,3,5,2,0,212,18,29,1,0,2 +colonba01,2005,1,LAA,AL,21,8,33,33,2,0,0,668,215,86,26,43,157,0.254,3.48,0,2,3,1,906,0,93,9,4,21 +colonro01,2005,1,ATL,NL,1,5,23,4,0,0,0,133,47,26,10,14,30,0.272,5.28,1,2,0,1,191,6,28,2,2,3 +colonro01,2005,2,DET,AL,1,1,12,3,0,0,0,75,35,17,7,7,17,0.327,6.12,0,2,0,0,115,1,17,0,1,3 +contrjo01,2005,1,CHA,AL,15,7,32,32,1,0,0,614,177,82,23,75,154,0.232,3.61,2,20,9,2,857,0,91,7,2,15 +cookaa01,2005,1,COL,NL,7,2,13,13,2,0,0,250,101,34,8,16,24,0.301,3.67,2,3,2,0,357,0,38,1,3,14 +coopebr01,2005,1,SFN,NL,0,1,8,1,0,0,0,53,15,6,0,8,7,0.234,3.06,0,0,0,0,73,3,6,1,0,1 +corcoti02,2005,1,TBA,AL,0,0,10,1,0,0,0,68,19,15,1,12,13,0.226,5.96,0,2,1,0,97,4,15,0,0,2 +cordech01,2005,1,WAS,NL,2,4,74,0,0,0,47,223,55,15,9,17,61,0.198,1.82,2,0,2,0,300,62,24,2,1,3 +cordefr01,2005,1,TEX,AL,3,1,69,0,0,0,37,207,61,26,5,30,79,0.234,3.39,2,0,4,0,302,60,28,4,3,1 +cormila01,2005,1,ARI,NL,7,3,67,0,0,0,0,238,86,45,7,43,63,0.285,5.11,5,6,5,0,356,13,50,4,1,7 +cormirh01,2005,1,PHI,NL,4,2,57,0,0,0,0,142,56,31,9,16,34,0.296,5.89,1,3,2,0,211,10,33,2,2,7 +correke01,2005,1,SFN,NL,2,5,16,11,0,0,0,175,61,30,12,31,44,0.274,4.63,2,2,4,0,264,1,31,5,1,7 +corteda01,2005,1,COL,NL,2,0,50,0,0,0,2,158,50,24,9,10,36,0.251,4.10,2,3,1,0,213,14,24,1,2,3 +cottsne01,2005,1,CHA,AL,4,0,69,0,0,0,0,181,38,13,1,29,58,0.179,1.94,5,3,4,0,248,10,15,0,3,6 +crainje01,2005,1,MIN,AL,12,5,75,0,0,0,1,239,61,24,6,29,25,0.219,2.71,7,2,5,0,326,17,28,9,3,14 +creekdo01,2005,1,DET,AL,0,0,20,0,0,0,0,67,27,17,7,7,18,0.293,6.85,0,0,0,0,101,8,18,1,1,0 +croweji01,2005,1,FLO,NL,0,0,4,0,0,0,0,10,10,8,1,0,2,0.526,21.60,0,0,2,0,22,2,8,0,1,0 +cruzju02,2005,1,OAK,AL,0,3,28,0,0,0,0,98,38,27,5,22,34,0.290,7.44,4,3,4,0,159,14,33,0,2,4 +darenvi01,2005,1,DET,AL,1,1,22,0,0,0,0,67,24,7,2,7,9,0.282,2.82,2,0,0,0,96,4,7,2,2,3 +davieky01,2005,1,ATL,NL,7,6,21,14,0,0,0,263,98,48,8,49,62,0.280,4.93,5,4,1,0,403,2,51,3,0,6 +davisdo02,2005,1,MIL,NL,11,11,35,35,2,1,0,668,196,95,26,93,208,0.235,3.84,5,3,4,2,946,0,103,12,2,16 +davisja02,2005,1,CLE,AL,4,2,11,4,0,0,0,121,44,21,4,20,32,0.282,4.69,0,2,3,0,182,2,22,0,3,6 +daviska01,2005,1,MIL,NL,1,1,15,0,0,0,0,50,10,5,2,10,11,0.167,2.70,0,1,0,0,70,3,6,0,0,0 +dayza01,2005,1,WAS,NL,1,2,12,5,0,0,0,108,41,27,4,25,16,0.289,6.75,3,1,1,0,170,4,29,1,1,5 +dayza01,2005,2,COL,NL,0,1,5,3,0,0,0,34,20,9,2,7,7,0.385,7.15,1,1,0,0,59,0,11,0,0,3 +dejeami01,2005,1,NYN,NL,3,1,28,0,0,0,0,77,36,18,3,18,17,0.327,6.31,2,2,1,0,131,12,19,1,1,1 +dejeami01,2005,2,COL,NL,2,3,38,0,0,0,0,110,26,13,0,12,35,0.195,3.19,1,3,2,0,151,7,14,2,2,0 +delarjo01,2005,1,MIL,NL,2,2,38,0,0,0,0,127,48,21,1,38,42,0.289,4.46,4,6,0,0,208,13,23,2,2,7 +delcama01,2005,1,BOS,AL,0,0,10,0,0,0,0,27,8,3,0,7,9,0.242,3.00,0,0,1,0,41,2,3,0,0,2 +delosva01,2005,1,FLO,NL,1,2,27,0,0,0,0,66,25,15,4,12,16,0.281,6.14,3,4,2,0,103,5,15,0,0,3 +demarch01,2005,1,KCA,AL,1,0,8,0,0,0,0,27,14,9,3,5,11,0.359,9.00,0,1,0,0,44,5,10,0,0,1 +dempsry01,2005,1,CHN,NL,5,3,63,6,0,0,33,276,83,32,4,49,89,0.242,3.13,7,4,4,0,401,53,35,5,0,12 +depaujo01,2005,1,NYA,AL,0,0,3,0,0,0,0,20,8,6,2,3,3,0.296,8.10,0,0,0,0,30,2,6,0,0,1 +desseel01,2005,1,LAN,NL,1,2,28,7,0,0,0,197,63,26,6,19,37,0.249,3.56,2,1,1,0,277,4,30,1,3,9 +devinjo01,2005,1,ATL,NL,0,1,5,0,0,0,0,15,6,7,2,5,3,0.286,12.60,1,0,0,0,26,1,7,0,0,0 +dickera01,2005,1,TEX,AL,1,2,9,4,0,0,0,89,29,22,4,17,15,0.254,6.67,0,2,2,0,134,2,23,0,1,4 +dinarle01,2005,1,BOS,AL,0,1,8,1,0,0,0,44,13,3,1,5,15,0.236,1.84,1,1,0,0,62,3,6,1,1,3 +dingmcr01,2005,1,DET,AL,2,3,34,0,0,0,4,96,30,13,5,9,24,0.259,3.66,0,0,1,0,128,18,14,2,0,5 +dohmasc01,2005,1,COL,NL,2,1,32,0,0,0,0,93,33,21,6,19,35,0.266,6.10,1,0,0,0,143,10,21,0,0,1 +dominju01,2005,1,TEX,AL,4,6,22,10,0,0,0,211,78,33,11,25,45,0.277,4.22,0,2,2,0,312,3,37,1,2,3 +donnebr01,2005,1,LAA,AL,9,3,65,0,0,0,0,196,60,27,9,19,53,0.244,3.72,3,3,2,0,271,14,30,3,1,2 +doteloc01,2005,1,OAK,AL,1,2,15,0,0,0,7,46,10,6,2,11,16,0.185,3.52,2,1,0,0,65,13,6,0,0,1 +douglse01,2005,1,DET,AL,5,5,18,16,0,0,0,262,92,54,13,33,55,0.276,5.56,2,2,2,0,374,1,57,1,5,9 +downssc01,2005,1,TOR,AL,4,3,26,13,0,0,0,282,93,45,12,34,75,0.253,4.31,0,3,5,0,407,0,49,0,1,8 +dresery01,2005,1,TEX,AL,4,6,12,12,1,0,0,209,96,50,5,24,20,0.334,6.46,1,1,3,0,317,0,52,2,1,10 +dresery01,2005,2,WAS,NL,3,6,11,11,0,0,0,179,66,33,3,22,26,0.283,4.98,1,3,5,0,266,0,38,2,4,6 +drisktr01,2005,1,HOU,NL,0,0,1,0,0,0,0,3,1,0,0,0,2,0.250,0.00,0,0,0,0,4,1,0,0,0,0 +duboser01,2005,1,BAL,AL,2,3,15,3,0,0,0,88,28,18,4,19,17,0.243,5.52,0,1,1,0,135,2,21,0,0,2 +duchsju01,2005,1,OAK,AL,7,4,65,0,0,0,5,257,67,21,7,19,85,0.215,2.21,3,2,2,0,338,24,25,4,2,9 +duckwbr01,2005,1,HOU,NL,0,1,7,2,0,0,0,49,24,20,4,7,10,0.348,11.02,1,0,5,0,82,1,20,0,1,1 +dukeza01,2005,1,PIT,NL,8,2,14,14,0,0,0,254,79,17,3,23,58,0.253,1.81,2,1,2,0,341,0,20,3,1,15 +eatonad01,2005,1,SDN,NL,11,5,24,22,0,0,0,386,140,61,14,44,100,0.275,4.27,6,5,5,0,568,2,70,4,6,8 +eischjo01,2005,1,WAS,NL,2,1,57,0,0,0,0,109,34,13,1,19,30,0.252,3.22,7,5,6,1,168,14,14,6,2,1 +elartsc01,2005,1,CLE,AL,11,9,31,31,1,0,0,545,189,93,32,48,103,0.267,4.61,1,4,6,1,774,0,100,3,10,14 +eldreca01,2005,1,SLN,NL,1,0,31,1,0,0,0,111,35,9,3,18,29,0.259,2.19,3,0,2,0,160,15,9,4,1,4 +embreal01,2005,1,BOS,AL,1,4,43,0,0,0,1,113,42,32,8,11,30,0.284,7.65,2,1,1,1,163,11,33,1,2,3 +embreal01,2005,2,NYA,AL,1,1,24,0,0,0,0,43,20,12,2,3,8,0.328,7.53,1,0,1,0,68,4,14,2,1,1 +ericksc01,2005,1,LAN,NL,1,4,19,8,0,0,0,166,62,37,12,25,15,0.288,6.02,0,1,4,0,249,6,37,3,2,7 +escobke01,2005,1,LAA,AL,3,2,16,7,0,0,1,179,45,20,4,21,63,0.207,3.02,1,4,2,0,242,2,21,2,0,4 +esposmi01,2005,1,COL,NL,0,2,3,3,0,0,0,44,21,11,3,9,5,0.333,6.75,1,0,0,0,73,0,11,1,0,0 +estessh01,2005,1,ARI,NL,7,8,21,21,2,0,0,371,132,66,15,45,63,0.280,4.80,0,4,4,0,535,0,70,10,4,20 +etherse01,2005,1,OAK,AL,1,1,3,3,0,0,0,53,16,13,4,5,10,0.235,6.62,0,1,0,1,74,0,13,0,1,0 +evelada01,2005,1,MIL,NL,1,1,27,0,0,0,1,95,40,21,2,18,23,0.317,5.97,3,1,1,0,146,3,21,0,1,7 +eyresc01,2005,1,SFN,NL,2,2,86,0,0,0,0,205,48,20,3,26,65,0.200,2.63,0,3,4,0,277,15,21,4,3,5 +falkebr01,2005,1,SDN,NL,0,0,10,0,0,0,0,33,17,10,2,5,10,0.347,8.18,1,2,0,0,54,3,11,0,0,1 +farnsky01,2005,1,DET,AL,1,1,46,0,0,0,6,128,29,11,1,20,55,0.192,2.32,0,2,1,0,174,16,12,1,1,3 +farnsky01,2005,2,ATL,NL,0,0,26,0,0,0,10,82,15,6,4,7,32,0.161,1.98,0,1,2,1,103,18,6,1,0,1 +fasseje01,2005,1,SFN,NL,4,7,48,6,0,0,0,273,92,41,7,31,60,0.268,4.05,1,3,0,0,384,11,48,7,3,7 +feldmsc01,2005,1,TEX,AL,0,1,8,0,0,0,0,28,9,1,0,2,4,0.257,0.96,1,0,0,0,37,3,1,0,0,2 +fieldna01,2005,1,KCA,AL,0,0,7,0,0,0,0,20,13,7,1,5,4,0.433,9.45,2,1,0,0,35,3,7,0,0,0 +florera01,2005,1,SLN,NL,3,1,50,0,0,0,1,125,37,16,5,13,43,0.240,3.46,0,2,3,0,174,6,22,1,3,6 +florero01,2005,1,OAK,AL,0,0,11,0,0,0,0,26,8,1,1,0,6,0.235,1.04,0,1,0,0,34,4,1,0,0,0 +floydga01,2005,1,PHI,NL,1,2,7,4,0,0,0,78,30,29,5,16,17,0.283,10.04,2,2,3,0,127,0,31,1,1,0 +foggjo01,2005,1,PIT,NL,6,11,34,28,0,0,0,508,196,95,27,53,85,0.291,5.05,11,2,6,1,742,1,106,4,6,17 +foppeje01,2005,1,SFN,NL,0,0,3,2,0,0,0,31,11,6,2,13,6,0.297,5.23,0,0,1,1,53,0,7,0,2,3 +fossuca01,2005,1,TBA,AL,8,12,36,25,0,0,0,488,170,89,21,60,128,0.266,4.92,3,8,18,1,725,1,100,3,5,11 +fostejo01,2005,1,ATL,NL,4,2,62,0,0,0,1,104,27,16,3,19,32,0.213,4.15,0,1,2,0,150,9,17,2,0,0 +foulkke01,2005,1,BOS,AL,5,5,43,0,0,0,15,137,53,30,8,18,34,0.288,5.91,1,0,5,0,210,37,30,2,1,2 +foxch02,2005,1,CHN,NL,0,0,11,0,0,0,1,24,8,6,2,8,11,0.276,6.75,0,0,0,0,38,4,6,0,1,1 +francje01,2005,1,COL,NL,14,12,33,33,0,0,0,551,228,116,26,70,128,0.311,5.68,5,2,8,0,828,0,119,6,10,17 +francjo01,2005,1,HOU,NL,0,1,31,0,0,0,0,45,23,12,0,9,16,0.343,7.20,2,0,1,0,77,4,13,0,0,0 +frankry01,2005,1,SEA,AL,8,15,32,30,2,1,0,572,212,108,28,62,93,0.280,5.10,4,3,7,1,832,0,110,3,3,17 +frankwa01,2005,1,NYA,AL,0,1,13,0,0,0,0,38,11,9,1,8,10,0.239,6.39,0,0,1,0,57,2,12,1,1,2 +frasoja01,2005,1,TOR,AL,3,5,67,0,0,0,1,224,67,27,8,28,62,0.247,3.25,2,1,3,0,305,12,31,2,1,15 +fuentbr01,2005,1,COL,NL,2,5,78,0,0,0,31,223,59,24,6,34,91,0.218,2.91,4,8,10,0,321,55,25,5,1,6 +fultzaa01,2005,1,PHI,NL,4,0,62,0,0,0,0,217,47,18,6,23,54,0.186,2.24,2,0,5,0,286,16,21,4,1,5 +gagneer01,2005,1,LAN,NL,1,0,14,0,0,0,8,40,10,4,2,3,22,0.200,2.70,0,3,0,0,53,13,4,0,0,0 +gallomi01,2005,1,HOU,NL,0,1,36,0,0,0,0,61,18,6,1,10,12,0.250,2.66,2,0,2,0,87,5,6,2,1,3 +garcifr02,2005,1,CHA,AL,14,8,33,33,2,0,0,684,225,98,26,60,146,0.259,3.87,2,20,3,1,943,0,102,5,5,25 +garcija01,2005,1,OAK,AL,0,0,3,0,0,0,0,9,2,1,0,1,1,0.182,3.00,0,1,0,0,12,3,1,0,0,0 +gardnle01,2005,1,TBA,AL,0,0,5,0,0,0,0,22,12,4,2,2,4,0.353,4.91,0,0,0,0,37,2,9,0,1,0 +garlajo01,2005,1,CHA,AL,18,10,32,32,3,3,0,663,212,86,26,47,115,0.255,3.50,3,2,7,0,901,0,93,9,8,24 +gassnda01,2005,1,MIN,AL,1,0,2,2,0,0,0,23,9,5,1,1,2,0.281,5.87,0,0,0,0,34,0,7,0,1,0 +gaudich01,2005,1,TOR,AL,1,3,5,3,0,0,0,39,31,19,6,6,12,0.470,13.15,0,0,1,0,74,0,19,0,1,1 +gearyge01,2005,1,PHI,NL,2,1,40,0,0,0,0,174,54,24,5,21,42,0.248,3.72,4,3,1,0,247,12,29,2,4,5 +germafr01,2005,1,DET,AL,4,0,58,0,0,0,1,177,63,24,7,34,38,0.284,3.66,4,4,7,1,270,19,26,2,5,11 +gintema01,2005,1,DET,AL,0,1,14,1,0,0,0,105,49,24,6,9,15,0.340,6.17,1,0,2,0,157,2,25,1,1,5 +glavito02,2005,1,NYN,NL,13,13,33,33,2,1,0,634,227,83,12,61,105,0.279,3.53,5,1,3,0,901,0,88,19,3,21 +glovega01,2005,1,MIL,NL,5,4,15,11,0,0,0,194,74,40,10,20,58,0.288,5.57,0,3,2,0,284,1,41,3,2,4 +glynnry01,2005,1,OAK,AL,0,4,5,3,0,0,0,51,24,13,5,7,15,0.320,6.88,0,0,0,0,82,2,16,0,0,0 +gobblji01,2005,1,KCA,AL,1,1,28,4,0,0,0,161,64,34,9,30,38,0.299,5.70,4,2,1,0,249,11,34,3,1,6 +gonzaed01,2005,1,ARI,NL,0,0,1,0,0,0,0,1,2,4,1,2,1,0.667,108.00,0,1,0,0,5,0,4,0,0,0 +gonzaje01,2005,1,BOS,AL,2,1,28,3,0,0,0,168,64,38,7,16,28,0.288,6.11,2,1,2,0,244,7,39,0,4,5 +gonzami02,2005,1,PIT,NL,1,3,51,0,0,0,3,150,35,15,2,31,58,0.197,2.70,2,3,1,0,212,15,15,0,2,5 +goodan01,2005,1,DET,AL,0,0,2,0,0,0,0,15,4,3,1,1,7,0.211,5.40,0,0,0,0,20,2,3,0,0,0 +gordoto01,2005,1,NYA,AL,5,4,79,0,0,0,2,242,59,23,8,29,69,0.203,2.57,4,1,0,1,324,17,25,1,3,5 +gorzeto01,2005,1,PIT,NL,0,1,3,1,0,0,0,18,10,8,1,3,3,0.357,12.00,0,0,0,0,32,0,8,1,0,0 +goslimi01,2005,1,ARI,NL,0,3,13,5,0,0,0,97,40,16,2,19,14,0.301,4.45,2,0,0,0,154,5,20,2,0,6 +grabojo02,2005,1,PIT,NL,2,3,63,0,0,0,0,156,46,28,6,25,42,0.238,4.85,2,1,2,0,222,8,31,2,0,5 +gramaal01,2005,1,NYA,AL,0,0,2,0,0,0,0,4,3,2,1,2,0,0.429,13.50,1,0,0,0,9,1,2,0,0,0 +graveda01,2005,1,CIN,NL,1,1,20,0,0,0,10,55,30,15,4,12,8,0.357,7.36,3,3,0,0,99,18,18,2,1,2 +graveda01,2005,2,NYN,NL,0,0,20,0,0,0,0,61,29,13,5,8,12,0.337,5.75,1,0,3,0,98,11,17,1,0,5 +greggke01,2005,1,LAA,AL,1,2,33,2,0,0,0,193,70,36,8,29,52,0.273,5.04,2,5,3,0,290,9,37,1,1,7 +greinza01,2005,1,KCA,AL,5,17,33,33,2,0,0,549,233,118,23,53,114,0.309,5.80,0,4,13,2,829,0,125,4,4,14 +greisse01,2005,1,ATL,NL,0,0,1,1,0,0,0,15,7,2,1,1,2,0.350,3.60,0,0,0,0,21,0,2,0,0,0 +grillja01,2005,1,DET,AL,1,1,3,2,0,0,0,48,14,6,1,6,5,0.255,3.38,0,0,0,0,63,0,6,1,1,3 +grimsja01,2005,1,BAL,AL,1,2,22,0,0,0,0,66,24,14,5,9,10,0.289,5.73,2,1,0,0,93,9,15,0,1,6 +groombu01,2005,1,NYA,AL,1,0,24,0,0,0,0,77,32,14,3,7,13,0.305,4.91,2,0,3,0,116,8,14,0,1,3 +groombu01,2005,2,ARI,NL,0,1,23,0,0,0,1,46,19,8,2,5,7,0.302,4.70,1,0,0,0,70,5,8,1,1,0 +gryboke01,2005,1,ATL,NL,0,0,31,0,0,0,0,64,24,7,0,12,8,0.300,2.95,3,1,2,0,99,7,10,3,2,3 +gryboke01,2005,2,TEX,AL,1,1,11,0,0,0,0,29,17,12,1,8,2,0.378,11.17,2,1,1,0,55,2,15,1,0,1 +guarded01,2005,1,SEA,AL,2,3,58,0,0,0,36,169,52,17,7,15,48,0.239,2.72,3,1,0,0,238,55,23,3,2,1 +guerrma02,2005,1,MIN,AL,0,3,43,0,0,0,0,215,71,27,6,24,46,0.259,3.39,5,3,3,0,306,14,29,4,1,3 +guthrje01,2005,1,CLE,AL,0,0,1,0,0,0,0,18,9,4,2,2,3,0.360,6.00,0,0,0,0,29,1,4,1,1,0 +halamjo01,2005,1,BOS,AL,1,1,30,1,0,0,0,131,56,30,5,9,26,0.299,6.18,3,2,7,0,205,13,33,1,1,3 +halamjo01,2005,2,WAS,NL,0,3,10,3,0,0,0,64,23,11,1,8,11,0.277,4.64,0,0,0,0,93,2,11,1,1,2 +hallaro01,2005,1,TOR,AL,12,4,19,19,5,2,0,425,118,38,11,18,108,0.225,2.41,2,2,7,1,553,0,39,2,1,13 +halsebr01,2005,1,ARI,NL,8,12,28,26,0,0,0,480,191,82,20,39,82,0.300,4.61,3,2,9,1,700,1,101,11,5,18 +hammoch01,2005,1,SDN,NL,5,1,55,0,0,0,0,176,51,25,9,14,34,0.229,3.84,0,0,2,0,242,17,25,1,2,2 +hamptmi01,2005,1,ATL,NL,5,3,12,12,1,1,0,208,74,27,5,18,27,0.281,3.50,0,1,0,0,284,0,28,2,1,11 +hamulti01,2005,1,NYN,NL,0,0,6,0,0,0,0,7,7,6,3,1,2,0.583,23.14,1,0,0,0,14,2,6,0,1,1 +hancojo01,2005,1,CIN,NL,1,0,11,0,0,0,0,42,11,3,1,1,5,0.208,1.93,0,0,0,0,54,5,4,0,0,1 +hansecr01,2005,1,BOS,AL,0,0,4,0,0,0,0,9,6,2,1,1,3,0.429,6.00,0,0,0,0,16,1,2,0,1,0 +haranaa01,2005,1,CIN,NL,11,13,32,32,1,0,0,635,217,90,22,51,163,0.267,3.83,3,6,8,0,887,0,93,11,5,17 +harderi01,2005,1,OAK,AL,10,5,22,19,2,1,0,384,93,36,7,43,121,0.201,2.53,0,6,2,0,514,0,42,4,2,10 +harenda01,2005,1,OAK,AL,14,12,34,34,3,0,0,651,212,90,26,53,163,0.255,3.73,5,6,6,0,897,0,101,3,5,26 +harikti01,2005,1,OAK,AL,0,0,8,0,0,0,0,38,16,9,3,4,7,0.308,6.39,0,0,0,0,56,5,9,0,0,2 +harpetr01,2005,1,TBA,AL,4,6,52,0,0,0,0,220,88,55,14,24,40,0.304,6.75,9,2,1,0,321,13,57,5,2,8 +harrije02,2005,1,SEA,AL,2,5,11,8,0,0,0,161,48,25,9,20,25,0.238,4.19,2,0,3,0,227,1,27,0,2,4 +harvich01,2005,1,HOU,NL,0,2,37,0,0,0,0,115,36,19,7,24,33,0.254,4.46,1,4,4,0,173,16,21,1,2,6 +harvich01,2005,2,BOS,AL,0,1,8,0,0,0,0,21,7,5,1,3,3,0.269,6.43,0,0,1,0,30,4,5,0,0,0 +hasegsh01,2005,1,SEA,AL,1,3,46,0,0,0,0,200,66,31,4,16,30,0.259,4.19,1,0,3,0,279,17,31,2,3,6 +hawkila01,2005,1,CHN,NL,1,4,21,0,0,0,4,57,18,7,4,7,13,0.250,3.32,0,0,0,0,80,12,9,1,0,3 +hawkila01,2005,2,SFN,NL,1,4,45,0,0,0,2,112,40,17,3,17,30,0.272,4.10,3,1,0,0,167,9,18,2,1,1 +heilmaa01,2005,1,NYN,NL,5,3,53,7,1,1,5,324,87,38,6,37,106,0.223,3.17,4,1,6,1,439,20,40,4,1,13 +helliri01,2005,1,MIL,NL,3,1,15,7,0,0,0,147,39,13,2,18,42,0.219,2.39,1,1,2,0,199,2,13,0,1,4 +hendrma01,2005,1,TBA,AL,11,8,31,31,1,0,0,535,227,117,24,49,89,0.311,5.90,1,4,2,1,796,0,126,8,7,17 +hennebr01,2005,1,SFN,NL,5,8,21,21,0,0,0,355,127,61,15,52,64,0.276,4.64,3,3,4,1,521,0,63,2,3,15 +hennse01,2005,1,NYA,AL,0,3,3,3,0,0,0,34,18,14,3,11,3,0.360,11.12,0,0,0,0,61,0,16,0,0,2 +henslcl01,2005,1,SDN,NL,1,1,24,1,0,0,0,143,33,9,0,17,28,0.195,1.70,2,2,0,0,189,5,12,1,2,6 +heredfe01,2005,1,NYN,NL,0,0,3,0,0,0,0,8,1,0,0,1,2,0.125,0.00,0,0,1,0,10,1,0,0,0,0 +hergema01,2005,1,SFN,NL,1,1,21,0,0,0,0,63,23,11,2,7,6,0.288,4.71,1,0,0,0,90,5,11,2,1,4 +hergema01,2005,2,ARI,NL,0,0,7,0,0,0,0,24,12,12,4,5,3,0.343,13.50,0,0,1,0,42,2,12,0,1,0 +hermadu01,2005,1,CHA,AL,2,4,57,0,0,0,34,172,46,13,4,17,33,0.222,2.04,4,3,1,0,228,45,17,3,0,7 +hernafe02,2005,1,SEA,AL,4,4,12,12,0,0,0,253,61,25,5,23,77,0.203,2.67,0,3,2,0,328,0,26,1,2,6 +hernali01,2005,1,WAS,NL,15,10,35,35,2,0,0,739,268,109,25,84,147,0.284,3.98,14,3,13,2,1065,0,116,15,9,24 +hernaor01,2005,1,CHA,AL,9,9,24,22,0,0,1,385,137,73,18,50,91,0.275,5.12,1,3,12,2,568,1,77,3,5,11 +hernaro01,2005,1,NYN,NL,8,6,67,0,0,0,4,209,57,20,5,28,61,0.228,2.58,4,4,2,0,291,20,20,9,2,3 +hernaru03,2005,1,KCA,AL,8,14,29,29,0,0,0,479,172,98,18,70,88,0.277,5.52,0,4,7,0,706,0,101,1,6,14 +hillri01,2005,1,CHN,NL,0,2,10,4,0,0,0,71,25,24,3,17,21,0.260,9.13,1,0,1,0,115,1,24,1,0,3 +hoffmtr01,2005,1,SDN,NL,1,6,60,0,0,0,43,173,52,19,3,12,54,0.235,2.97,1,1,1,0,240,54,23,2,3,2 +horgajo01,2005,1,WAS,NL,0,0,8,0,0,0,0,18,19,14,0,4,5,0.514,21.00,0,1,1,0,44,1,15,1,1,1 +houltdj01,2005,1,LAN,NL,6,9,35,19,0,0,0,387,145,74,21,52,90,0.289,5.16,3,2,8,0,578,4,79,11,5,8 +howeljp01,2005,1,KCA,AL,3,5,15,15,0,0,0,218,73,50,9,39,54,0.264,6.19,0,7,6,0,328,0,55,3,3,10 +howrybo01,2005,1,CLE,AL,7,4,79,0,0,0,3,219,49,20,4,16,48,0.191,2.47,1,0,0,0,277,24,23,3,2,7 +hudsolu01,2005,1,CIN,NL,6,9,19,16,0,0,0,254,83,60,14,50,53,0.268,6.38,2,5,11,0,380,1,62,5,4,12 +hudsoti01,2005,1,ATL,NL,14,9,29,29,2,0,0,576,194,75,20,65,115,0.265,3.52,5,4,9,0,817,0,79,9,1,21 +hughetr01,2005,1,WAS,NL,1,1,14,0,0,0,0,39,18,8,4,8,8,0.333,5.54,1,0,1,0,64,0,8,1,0,1 +ishiika01,2005,1,NYN,NL,3,9,19,16,0,0,0,273,87,52,13,49,53,0.257,5.14,3,2,3,0,399,0,59,6,3,10 +isrinja01,2005,1,SLN,NL,1,2,63,0,0,0,39,177,43,14,4,27,51,0.202,2.14,5,2,1,0,245,52,14,3,1,6 +jacksed01,2005,1,LAN,NL,2,2,7,6,0,0,0,86,31,20,2,17,13,0.272,6.28,0,2,1,1,134,0,22,0,2,1 +jamesch03,2005,1,ATL,NL,0,0,2,0,0,0,0,17,4,1,0,3,5,0.200,1.59,0,1,0,0,23,0,1,0,0,0 +jarvike01,2005,1,SLN,NL,0,1,4,0,0,0,0,10,3,5,1,3,2,0.250,13.50,0,0,2,0,17,1,5,0,0,0 +jenksbo01,2005,1,CHA,AL,1,1,32,0,0,0,6,118,34,12,3,15,50,0.225,2.75,3,4,1,0,168,18,15,1,0,1 +jennija01,2005,1,COL,NL,6,9,20,20,1,0,0,366,130,68,11,62,75,0.274,5.02,4,8,5,0,551,0,73,6,3,16 +jensery01,2005,1,KCA,AL,3,2,9,3,0,0,0,76,31,20,4,7,18,0.298,7.11,1,0,2,0,115,3,20,0,2,0 +johnsja02,2005,1,DET,AL,8,13,33,33,1,0,0,630,233,106,23,49,93,0.285,4.54,4,17,6,0,888,0,117,9,7,25 +johnsjo09,2005,1,FLO,NL,0,0,4,1,0,0,0,37,11,5,0,10,10,0.256,3.65,0,0,1,0,55,0,5,1,0,2 +johnsmi03,2005,1,PIT,NL,0,0,1,0,0,0,0,3,4,4,2,0,2,0.571,36.00,0,0,0,0,7,1,4,0,0,0 +johnsra05,2005,1,NYA,AL,17,8,34,34,4,0,0,677,207,95,32,47,211,0.243,3.79,2,3,12,1,920,0,102,5,5,14 +johnsty01,2005,1,SLN,NL,0,0,5,0,0,0,0,8,3,0,0,3,4,0.300,0.00,0,0,0,0,13,1,0,0,0,1 +jonesgr01,2005,1,LAA,AL,0,0,6,0,0,0,0,16,7,4,2,2,6,0.318,6.75,0,0,0,0,24,6,4,0,0,1 +jonesto02,2005,1,FLO,NL,1,5,68,0,0,0,40,219,61,17,2,14,62,0.230,2.10,2,2,3,0,289,55,19,6,1,8 +journji01,2005,1,SLN,NL,0,1,5,0,0,0,0,13,6,5,1,5,5,0.333,10.38,0,0,0,0,23,3,6,0,0,2 +juliojo01,2005,1,BAL,AL,3,5,67,0,0,0,0,215,76,47,14,24,58,0.269,5.90,4,10,2,0,313,19,50,1,3,6 +karnuja01,2005,1,DET,AL,0,0,3,0,0,0,0,5,2,1,0,0,0,0.286,5.40,0,0,0,0,7,2,1,0,0,0 +karsast01,2005,1,NYA,AL,0,0,6,0,0,0,0,18,10,4,0,2,5,0.385,6.00,1,0,0,0,29,2,5,0,1,0 +karsast01,2005,2,TEX,AL,0,1,14,0,0,0,0,47,26,13,2,5,9,0.366,7.47,0,1,0,0,77,8,14,0,1,2 +kazmisc01,2005,1,TBA,AL,10,9,32,32,0,0,0,558,172,78,12,100,174,0.248,3.77,3,7,10,1,818,0,90,6,9,11 +keislra01,2005,1,CIN,NL,2,1,24,4,0,0,0,168,64,39,10,28,43,0.277,6.27,2,2,1,0,262,7,45,1,1,5 +kennejo04,2005,1,COL,NL,4,8,16,16,0,0,0,276,128,72,12,44,52,0.334,7.04,4,7,6,1,442,0,81,4,5,11 +kennejo04,2005,2,OAK,AL,4,5,19,8,0,0,0,182,64,30,8,20,45,0.267,4.45,2,1,1,0,262,3,33,0,1,5 +kensilo01,2005,1,FLO,NL,0,0,3,0,0,0,0,17,11,7,2,3,4,0.407,11.12,0,0,0,0,31,0,7,0,1,0 +kidama01,2005,1,SEA,AL,0,0,1,0,0,0,0,6,2,1,1,0,0,0.250,4.50,0,0,0,0,8,1,1,0,0,0 +kimby01,2005,1,COL,NL,5,12,40,22,0,0,0,444,156,80,17,71,115,0.275,4.86,8,11,14,1,667,3,82,8,7,11 +kimsu01,2005,1,WAS,NL,1,2,12,2,0,0,0,88,41,20,3,8,17,0.336,6.14,2,1,2,0,135,3,20,1,2,3 +kimsu01,2005,2,COL,NL,5,1,12,8,1,1,0,160,56,25,7,13,38,0.268,4.22,0,3,1,0,228,0,26,4,1,4 +kingra01,2005,1,SLN,NL,4,4,77,0,0,0,0,120,46,15,4,16,23,0.293,3.38,0,1,3,0,177,18,17,0,1,6 +kinnema01,2005,1,SFN,NL,2,0,5,1,0,0,0,36,18,8,2,6,3,0.383,6.00,0,0,1,0,55,1,8,1,0,3 +klinest02,2005,1,BAL,AL,2,4,67,0,0,0,0,183,59,29,11,30,36,0.257,4.28,5,4,0,3,264,23,34,2,2,8 +kolbda01,2005,1,ATL,NL,3,8,65,0,0,0,11,173,78,38,5,29,39,0.329,5.93,5,5,1,0,270,34,39,2,1,14 +kooda01,2005,1,NYN,NL,0,0,33,0,0,0,0,69,22,10,2,13,23,0.250,3.91,1,0,2,0,106,4,12,0,3,0 +koplomi01,2005,1,ARI,NL,2,1,44,0,0,0,0,149,48,28,6,20,28,0.257,5.07,3,1,6,1,217,11,31,1,3,8 +koronjo01,2005,1,CHN,NL,1,2,4,3,0,0,0,47,19,13,2,8,10,0.284,7.47,0,1,0,2,76,1,13,1,0,0 +kuoho01,2005,1,LAN,NL,0,1,9,0,0,0,0,16,5,4,1,5,10,0.238,6.75,1,0,0,1,26,0,4,0,0,0 +lackejo01,2005,1,LAA,AL,14,5,33,33,1,0,0,627,208,80,13,71,199,0.258,3.44,3,18,11,0,892,0,85,1,2,17 +lawrebr02,2005,1,SDN,NL,7,15,33,33,1,0,0,587,211,105,18,57,109,0.273,4.83,7,3,11,1,852,0,106,3,7,16 +leagubr01,2005,1,TOR,AL,1,0,20,0,0,0,0,107,42,26,8,20,17,0.302,6.56,1,5,2,0,162,4,27,0,1,5 +ledezwi01,2005,1,DET,AL,2,4,10,10,0,0,0,149,61,39,10,24,30,0.303,7.07,0,2,2,2,234,0,46,3,4,3 +leecl02,2005,1,CLE,AL,18,5,32,32,1,0,0,606,194,85,22,52,143,0.251,3.79,1,4,0,0,838,0,91,5,7,10 +lehrju01,2005,1,MIL,NL,1,1,23,0,0,0,0,104,32,15,4,18,23,0.242,3.89,2,1,1,1,154,9,19,2,1,2 +leicejo01,2005,1,CHN,NL,0,2,6,1,0,0,0,27,11,9,2,9,7,0.324,9.00,0,1,2,0,46,2,10,1,0,2 +leiteal01,2005,1,FLO,NL,3,7,17,16,0,0,0,240,88,59,9,60,52,0.292,6.64,2,0,6,0,377,0,61,7,3,15 +leiteal01,2005,2,NYA,AL,4,5,16,10,0,0,0,187,66,38,4,38,45,0.268,5.49,0,2,6,0,293,2,42,0,3,3 +lerewan01,2005,1,ATL,NL,0,0,7,0,0,0,0,24,9,5,1,5,5,0.290,5.63,2,0,0,0,37,4,5,1,0,0 +levinal01,2005,1,SFN,NL,0,0,9,0,0,0,0,31,16,11,2,4,4,0.340,9.58,1,0,0,0,51,4,11,0,0,0 +lidgebr01,2005,1,HOU,NL,4,4,70,0,0,0,42,212,58,18,5,23,103,0.223,2.29,1,8,3,0,291,65,21,4,1,1 +lidleco01,2005,1,PHI,NL,13,11,31,31,1,0,0,554,210,93,18,40,121,0.289,4.53,5,6,6,0,792,0,105,11,8,21 +liebejo01,2005,1,PHI,NL,17,13,35,35,1,0,0,655,223,102,33,41,149,0.263,4.20,6,3,5,0,912,0,107,13,5,12 +ligteke01,2005,1,ARI,NL,0,0,7,0,0,0,0,29,16,15,4,4,5,0.364,13.97,0,0,0,0,48,2,15,0,0,0 +lillyte01,2005,1,TOR,AL,10,11,25,25,0,0,0,379,135,78,23,58,96,0.272,5.56,1,2,3,2,566,0,79,3,5,8 +limajo01,2005,1,KCA,AL,5,16,32,32,1,0,0,506,219,131,31,61,80,0.314,6.99,1,5,9,0,780,0,140,5,7,10 +linebsc01,2005,1,SDN,NL,8,1,73,0,0,0,1,221,55,15,4,23,70,0.209,1.83,4,3,0,0,288,17,17,2,0,9 +liriafr01,2005,1,MIN,AL,1,2,6,4,0,0,0,71,19,15,4,7,33,0.221,5.70,0,0,0,0,93,2,15,0,0,2 +liriape01,2005,1,PHI,NL,0,0,5,0,0,0,0,23,10,9,3,6,6,0.313,10.57,0,0,1,0,40,4,11,1,0,0 +loaizes01,2005,1,WAS,NL,12,10,34,34,0,0,0,651,227,91,18,55,173,0.270,3.77,3,6,5,0,912,0,93,9,3,25 +loeka01,2005,1,TEX,AL,9,6,48,8,0,0,1,276,89,35,7,31,45,0.252,3.42,6,2,2,0,392,13,43,5,1,8 +lohseky01,2005,1,MIN,AL,9,13,31,30,0,0,0,536,211,83,22,44,86,0.299,4.18,5,4,9,1,769,1,85,3,7,23 +loopebr01,2005,1,NYN,NL,4,7,60,0,0,0,28,178,65,26,7,22,27,0.271,3.94,3,1,5,0,271,54,31,4,0,6 +lopezaq01,2005,1,COL,NL,0,0,1,0,0,0,0,12,3,1,0,0,6,0.200,2.25,0,0,0,0,15,0,1,0,0,0 +lopezaq01,2005,2,PHI,NL,0,1,10,0,0,0,0,38,13,3,2,7,16,0.265,2.13,1,1,0,0,57,5,4,1,0,0 +lopezja02,2005,1,COL,NL,0,0,3,0,0,0,0,6,7,5,0,0,1,0.538,22.50,0,0,0,0,13,1,5,0,0,0 +lopezja02,2005,2,ARI,NL,1,1,29,0,0,0,2,43,19,15,2,11,11,0.311,9.42,3,0,1,0,74,5,15,1,0,2 +lopezro01,2005,1,BAL,AL,15,12,35,35,0,0,0,628,232,114,28,63,118,0.276,4.90,1,5,7,1,918,0,126,3,5,16 +lowede01,2005,1,LAN,NL,12,15,35,35,2,2,0,666,223,89,28,55,146,0.260,3.61,1,3,5,2,934,0,113,12,5,21 +lowryno01,2005,1,SFN,NL,13,13,33,33,0,0,0,614,193,86,21,76,172,0.249,3.78,1,2,7,0,875,0,92,13,3,14 +lyonbr01,2005,1,ARI,NL,0,2,32,0,0,0,14,88,44,21,6,10,17,0.341,6.44,2,1,2,1,144,22,25,2,1,1 +macdomi01,2005,1,KCA,AL,5,6,68,0,0,0,21,211,69,26,6,24,72,0.257,3.33,2,6,3,1,298,53,32,1,1,7 +maddugr01,2005,1,CHN,NL,13,15,35,35,3,0,0,675,239,106,29,36,136,0.275,4.24,4,8,7,0,936,0,112,19,6,21 +madribo01,2005,1,SEA,AL,0,1,1,1,0,0,0,13,4,3,1,1,1,0.235,6.23,0,0,0,0,18,0,3,0,0,0 +madsory01,2005,1,PHI,NL,6,5,78,0,0,0,0,261,84,40,11,25,79,0.259,4.14,6,6,6,1,365,10,44,5,5,9 +mahayro01,2005,1,TEX,AL,0,2,30,0,0,0,1,107,47,27,8,16,30,0.313,6.81,1,2,0,0,167,9,28,0,1,2 +maholpa01,2005,1,PIT,NL,3,1,6,6,0,0,0,124,31,10,2,17,26,0.209,2.18,0,0,3,0,168,0,10,0,0,7 +mainejo01,2005,1,BAL,AL,2,3,10,8,0,0,0,120,39,28,8,24,24,0.248,6.30,0,0,1,1,184,1,30,0,2,3 +majewga01,2005,1,WAS,NL,4,4,79,0,0,0,1,258,80,28,2,37,50,0.248,2.93,6,1,7,0,376,24,32,5,4,7 +mantema01,2005,1,BOS,AL,1,0,34,0,0,0,0,79,23,19,1,24,22,0.240,6.49,1,5,5,0,125,5,20,0,0,3 +marcush01,2005,1,TOR,AL,0,0,5,0,0,0,0,24,6,0,0,4,4,0.214,0.00,0,0,0,0,32,3,0,0,0,2 +marotmi01,2005,1,DET,AL,14,14,34,34,0,0,0,627,235,110,30,51,115,0.288,4.74,1,5,9,0,889,0,123,3,11,18 +marquja01,2005,1,SLN,NL,13,14,33,32,3,1,0,621,206,95,29,69,100,0.262,4.13,2,10,5,3,868,0,110,4,3,29 +marteda01,2005,1,CHA,AL,3,4,66,0,0,0,4,136,45,19,5,33,54,0.256,3.77,4,1,3,1,213,15,21,1,0,4 +martipe02,2005,1,NYN,NL,15,8,31,31,4,1,0,651,159,68,19,47,208,0.204,2.82,3,4,4,0,843,0,69,9,2,12 +martito02,2005,1,ATL,NL,0,0,4,0,0,0,0,7,6,5,1,2,0,0.500,19.29,0,0,0,0,14,1,5,0,0,0 +mateoju01,2005,1,SEA,AL,3,6,55,1,0,0,0,265,79,30,12,17,52,0.237,3.06,6,1,7,0,364,7,32,5,2,3 +matthmi01,2005,1,NYN,NL,1,0,6,0,0,0,0,15,9,6,0,4,2,0.429,10.80,1,2,0,0,28,0,6,1,2,0 +mayda02,2005,1,SDN,NL,1,3,22,8,0,0,0,178,73,37,10,20,32,0.303,5.61,1,0,0,0,264,9,38,1,2,7 +mayda02,2005,2,NYA,AL,0,1,2,1,0,0,0,21,14,13,4,3,3,0.400,16.71,0,0,0,0,38,0,13,0,0,0 +maysjo01,2005,1,MIN,AL,6,10,31,26,1,1,0,468,203,98,23,41,59,0.318,5.65,1,4,3,0,690,1,109,5,3,17 +mcbrima01,2005,1,ATL,NL,1,0,23,0,0,0,1,42,18,9,0,7,22,0.305,5.79,0,2,0,0,68,4,11,1,1,0 +mccarbr01,2005,1,CHA,AL,3,2,12,10,0,0,0,201,62,30,13,17,48,0.242,4.03,0,1,2,1,277,0,30,1,1,6 +mccluse01,2005,1,TBA,AL,7,11,34,17,0,0,0,328,106,80,20,62,92,0.249,6.59,1,6,7,0,500,3,85,0,5,3 +mcgowdu01,2005,1,TOR,AL,1,3,13,7,0,0,0,136,49,32,7,17,34,0.277,6.35,0,7,7,0,205,2,34,0,4,2 +meadobr01,2005,1,PIT,NL,3,1,65,0,0,0,0,224,84,38,8,21,44,0.287,4.58,7,3,0,0,326,9,42,3,9,7 +mechegi01,2005,1,SEA,AL,10,8,29,26,0,0,0,430,153,81,18,72,83,0.275,5.09,1,4,2,0,638,2,92,1,5,15 +mecirji01,2005,1,FLO,NL,1,4,52,0,0,0,0,130,39,15,2,17,34,0.248,3.12,2,0,5,0,184,13,17,3,2,4 +meddebr01,2005,1,ARI,NL,4,1,27,0,0,0,0,91,21,6,2,11,31,0.194,1.78,0,1,1,0,122,10,6,0,2,1 +mendora01,2005,1,NYA,AL,0,0,1,0,0,0,0,3,2,2,1,0,1,0.400,18.00,0,0,0,0,5,1,2,0,0,0 +merckke01,2005,1,CIN,NL,3,1,78,0,0,0,4,185,64,25,8,19,45,0.270,3.65,4,1,3,0,265,23,27,4,2,7 +meredcl01,2005,1,BOS,AL,0,0,3,0,0,0,0,7,6,7,1,4,0,0.462,27.00,0,1,1,0,18,0,7,0,0,0 +mesajo01,2005,1,PIT,NL,2,8,55,0,0,0,27,170,61,30,7,26,37,0.285,4.76,3,2,3,0,257,48,30,8,6,4 +messera01,2005,1,FLO,NL,0,0,29,0,0,0,0,111,39,22,5,30,29,0.273,5.35,7,1,0,0,178,8,22,2,3,3 +micelda01,2005,1,COL,NL,1,2,19,0,0,0,0,55,19,12,1,13,19,0.271,5.89,0,0,1,0,86,3,12,2,0,0 +milleju01,2005,1,TOR,AL,0,0,1,0,0,0,0,7,5,4,3,0,2,0.417,15.43,0,0,0,0,12,0,4,0,0,0 +millema02,2005,1,CLE,AL,1,0,23,0,0,0,1,89,22,6,1,10,23,0.212,1.82,3,1,3,1,118,4,6,0,1,5 +milletr02,2005,1,TBA,AL,2,2,61,0,0,0,0,133,45,20,4,29,35,0.278,4.06,6,2,7,0,206,13,23,3,5,5 +millewa04,2005,1,BOS,AL,4,4,16,16,0,0,0,273,96,50,8,47,64,0.267,4.95,0,6,3,0,414,0,53,1,4,5 +millwke01,2005,1,CLE,AL,9,11,30,30,1,0,0,576,182,61,20,52,146,0.248,2.86,0,2,4,0,799,0,72,6,4,19 +miltoer01,2005,1,CIN,NL,8,15,34,34,0,0,0,559,237,134,40,52,123,0.302,6.47,2,8,7,0,855,0,141,6,6,3 +mitrese01,2005,1,CHN,NL,2,5,21,7,1,1,0,181,62,36,11,23,37,0.261,5.37,2,5,3,0,268,7,37,1,3,4 +moehlbr01,2005,1,FLO,NL,6,12,37,25,0,0,0,475,198,80,16,42,95,0.313,4.55,9,1,5,0,696,4,82,13,4,16 +morrima01,2005,1,SLN,NL,14,10,31,31,2,0,0,578,209,88,22,37,117,0.276,4.11,3,1,8,1,818,0,101,10,5,19 +motagu01,2005,1,FLO,NL,2,2,56,0,0,0,2,201,65,35,5,32,60,0.254,4.70,7,4,1,0,293,24,38,1,3,3 +moyerja01,2005,1,SEA,AL,13,7,32,32,1,0,0,600,225,95,23,52,102,0.283,4.28,2,3,8,0,868,0,99,6,6,13 +muldema01,2005,1,SLN,NL,16,8,32,32,3,2,0,615,212,83,19,70,111,0.273,3.64,1,9,9,0,868,0,90,9,4,32 +mulhote01,2005,1,MIN,AL,0,2,49,0,0,0,0,177,61,28,6,17,18,0.276,4.27,4,3,2,1,246,26,30,5,1,9 +muntesc01,2005,1,SFN,NL,2,0,45,0,0,0,0,116,40,11,1,12,11,0.280,2.56,1,1,1,0,159,7,15,2,1,9 +mussimi01,2005,1,NYA,AL,13,8,30,30,2,2,0,539,199,88,23,47,142,0.284,4.41,0,2,7,0,766,0,93,6,4,21 +myersbr01,2005,1,PHI,NL,13,8,34,34,2,0,0,646,193,89,31,68,208,0.237,3.72,2,4,11,4,905,0,94,9,3,7 +myersmi01,2005,1,BOS,AL,3,1,65,0,0,0,0,112,30,13,3,13,21,0.224,3.13,2,0,2,0,151,11,14,1,1,7 +nageocl01,2005,1,SEA,AL,0,0,3,0,0,0,0,12,6,3,0,1,1,0.353,6.75,0,0,1,0,19,0,3,0,0,1 +nathajo01,2005,1,MIN,AL,7,4,69,0,0,0,43,210,46,21,5,22,94,0.183,2.70,1,2,0,0,276,58,22,1,2,2 +nealbl01,2005,1,BOS,AL,0,1,8,0,0,0,0,24,15,8,2,3,3,0.429,9.00,0,0,0,0,41,4,9,2,1,1 +nealbl01,2005,2,COL,NL,1,2,11,0,0,0,0,44,20,10,2,9,8,0.339,6.14,2,1,0,0,70,3,10,0,2,2 +nelsoje01,2005,1,SEA,AL,1,3,49,0,0,0,1,110,32,16,3,22,34,0.237,3.93,0,1,4,1,166,15,17,4,1,2 +nippedu01,2005,1,ARI,NL,1,0,3,3,0,0,0,44,10,9,1,13,11,0.185,5.52,0,1,1,0,68,0,9,0,0,1 +nitkocj01,2005,1,WAS,NL,0,0,7,0,0,0,0,10,5,3,0,2,2,0.357,8.10,0,0,0,0,17,0,3,1,0,0 +nomohi01,2005,1,TBA,AL,5,8,19,19,0,0,0,302,127,81,16,51,59,0.314,7.24,2,3,2,0,472,0,82,6,8,3 +novoaro01,2005,1,CHN,NL,4,5,49,0,0,0,0,134,47,22,4,25,47,0.264,4.43,6,4,0,1,205,11,22,2,0,1 +nunezfr01,2005,1,TBA,AL,1,0,5,0,0,0,0,15,5,6,0,4,2,0.278,10.80,0,0,0,0,22,0,6,0,0,2 +nunezle01,2005,1,KCA,AL,3,2,41,0,0,0,0,161,73,45,9,18,32,0.329,7.55,2,1,3,0,246,10,45,1,2,4 +obermwe01,2005,1,MIL,NL,1,4,23,8,0,0,0,195,74,38,7,36,33,0.289,5.26,2,3,5,0,305,4,41,4,4,5 +ohkato01,2005,1,WAS,NL,4,3,10,9,0,0,0,162,44,20,6,27,17,0.224,3.33,1,3,1,0,231,0,23,6,1,4 +ohkato01,2005,2,MIL,NL,7,6,22,20,1,1,0,379,145,61,16,28,81,0.285,4.35,4,5,2,0,543,0,65,1,3,14 +ohmanwi01,2005,1,CHN,NL,2,2,69,0,0,0,0,130,32,14,6,24,45,0.201,2.91,3,6,3,1,187,13,14,1,0,4 +olsensc01,2005,1,FLO,NL,1,1,5,4,0,0,0,61,21,9,5,10,21,0.259,3.98,0,1,0,0,91,0,13,0,0,1 +ortizra01,2005,1,CIN,NL,9,11,30,30,1,0,0,514,206,102,34,51,96,0.302,5.36,1,4,7,1,755,0,110,7,8,16 +ortizru01,2005,1,ARI,NL,5,11,22,22,0,0,0,345,147,88,18,65,46,0.313,6.89,3,5,4,0,551,0,92,5,8,8 +orvelch01,2005,1,TBA,AL,3,3,37,0,0,0,1,150,47,20,4,23,43,0.246,3.60,2,0,1,0,220,9,26,1,4,0 +osorifr01,2005,1,LAN,NL,0,2,24,0,0,0,0,89,28,13,3,8,15,0.259,3.94,0,0,3,0,122,6,14,3,0,5 +osunaan01,2005,1,WAS,NL,0,0,4,0,0,0,0,7,9,11,2,7,0,0.600,42.43,1,0,0,0,23,1,11,0,1,0 +oswalro01,2005,1,HOU,NL,20,12,35,35,4,1,0,725,243,79,18,48,184,0.262,2.94,3,5,8,1,1002,0,85,12,7,22 +otsukak01,2005,1,SDN,NL,2,8,66,0,0,0,1,188,55,25,3,34,60,0.234,3.59,8,1,2,0,276,17,28,5,0,8 +oxsprch01,2005,1,SDN,NL,0,0,5,0,0,0,0,36,9,5,2,6,11,0.225,3.75,0,0,0,0,49,0,8,1,2,2 +padilju01,2005,1,NYN,NL,3,1,24,0,0,0,1,109,24,6,0,13,17,0.180,1.49,2,0,2,0,149,5,7,1,0,2 +padilvi01,2005,1,PHI,NL,9,12,27,27,0,0,0,441,146,77,22,74,103,0.260,4.71,9,1,8,0,654,0,79,7,3,15 +papeljo01,2005,1,BOS,AL,3,1,17,3,0,0,0,102,33,10,4,17,34,0.260,2.65,2,1,3,0,148,4,11,1,0,2 +parkch01,2005,1,TEX,AL,8,5,20,20,0,0,0,329,130,69,8,54,80,0.299,5.66,1,3,6,0,502,0,70,5,2,17 +parkch01,2005,2,SDN,NL,4,3,10,9,0,0,0,137,50,30,3,26,33,0.278,5.91,0,3,4,0,213,0,33,2,1,4 +parrijo01,2005,1,BAL,AL,1,0,14,0,0,0,0,52,19,6,1,17,25,0.279,3.12,1,6,0,0,86,2,6,1,0,0 +pattejo02,2005,1,WAS,NL,9,7,31,31,2,1,0,595,172,69,19,65,185,0.233,3.13,11,9,5,1,817,0,71,5,4,8 +pavanca01,2005,1,NYA,AL,4,6,17,17,1,1,0,300,129,53,17,18,56,0.315,4.77,1,2,8,1,442,0,66,4,3,13 +peavyja01,2005,1,SDN,NL,13,7,30,30,3,3,0,609,162,65,18,50,216,0.217,2.88,3,3,7,1,812,0,70,4,5,10 +pennha01,2005,1,BAL,AL,3,2,8,8,0,0,0,115,46,27,6,21,18,0.295,6.34,3,3,0,1,178,0,30,1,0,2 +pennybr01,2005,1,LAN,NL,7,9,29,29,1,0,0,526,185,76,17,41,122,0.270,3.90,2,3,3,0,738,0,78,7,1,11 +peraljo01,2005,1,LAA,AL,1,0,28,0,0,0,0,104,28,15,6,14,30,0.219,3.89,2,2,0,0,145,10,15,2,1,0 +percitr01,2005,1,DET,AL,1,3,26,0,0,0,8,75,19,16,7,11,20,0.207,5.76,3,0,2,0,107,23,16,1,1,0 +perezod01,2005,1,LAN,NL,7,8,19,19,0,0,0,326,109,55,13,28,74,0.262,4.56,2,3,0,0,453,0,59,8,1,9 +perezol01,2005,1,PIT,NL,7,5,20,20,0,0,0,309,102,67,23,70,97,0.264,5.85,1,3,6,0,471,0,68,5,4,8 +perisma01,2005,1,FLO,NL,2,0,24,0,0,0,0,42,12,3,1,11,10,0.245,1.93,0,0,1,0,64,4,4,2,1,1 +perisma01,2005,2,BOS,AL,0,0,1,0,0,0,0,0,1,1,0,0,0,1.000,,0,0,0,0,1,0,1,0,0,0 +pettian01,2005,1,HOU,NL,17,9,33,33,0,0,0,667,188,59,17,41,171,0.230,2.39,0,2,3,0,875,0,66,10,4,19 +phelpto01,2005,1,MIL,NL,0,2,29,0,0,0,1,70,25,12,2,12,14,0.272,4.63,4,2,2,0,106,8,12,0,0,3 +pineijo01,2005,1,SEA,AL,7,11,30,30,2,0,0,567,224,118,23,56,107,0.300,5.62,4,7,6,1,822,0,118,5,7,25 +politcl01,2005,1,CHA,AL,7,1,68,0,0,0,1,202,42,15,7,21,57,0.181,2.00,4,1,3,0,262,14,15,2,4,6 +ponsosi01,2005,1,BAL,AL,7,11,23,23,1,0,0,391,177,90,16,48,68,0.331,6.21,1,10,3,0,595,0,97,2,8,20 +powelja04,2005,1,ATL,NL,0,0,5,0,0,0,0,10,1,0,0,4,1,0.091,0.00,0,0,0,0,15,1,0,0,0,0 +prinzbr01,2005,1,LAA,AL,0,1,3,0,0,0,0,9,4,1,1,1,1,0.308,3.00,0,0,0,0,14,2,1,0,0,0 +priorma01,2005,1,CHN,NL,11,7,27,27,1,0,0,500,143,68,25,59,188,0.227,3.67,2,4,4,1,701,0,73,5,3,6 +proctsc01,2005,1,NYA,AL,1,0,29,1,0,0,0,134,46,30,10,17,36,0.257,6.04,4,4,2,1,199,11,32,0,1,1 +puffebr01,2005,1,SFN,NL,0,0,3,0,0,0,0,21,9,8,2,2,1,0.310,10.29,0,0,0,0,31,2,8,0,0,1 +pulsibi01,2005,1,SLN,NL,0,0,5,0,0,0,0,12,5,3,0,2,1,0.357,6.75,1,0,0,0,19,2,3,2,1,0 +putzjj01,2005,1,SEA,AL,6,5,64,0,0,0,1,180,58,24,8,23,45,0.254,3.60,2,2,2,0,259,20,27,3,3,5 +quallch01,2005,1,HOU,NL,6,4,77,0,0,0,0,239,73,29,7,23,60,0.249,3.28,2,1,6,0,329,19,33,4,3,9 +quantpa01,2005,1,NYA,AL,1,0,22,0,0,0,0,96,48,24,5,7,11,0.361,6.75,2,0,2,1,149,6,24,0,7,2 +quantpa01,2005,2,SDN,NL,1,1,22,0,0,0,0,95,37,12,2,2,24,0.294,3.41,1,0,1,0,132,7,13,0,3,2 +quantpa01,2005,3,FLO,NL,0,1,6,0,0,0,0,16,8,5,1,5,1,0.348,8.44,0,0,0,0,28,2,7,0,0,1 +radkebr01,2005,1,MIN,AL,9,12,31,31,3,1,0,602,214,90,33,23,117,0.272,4.04,1,2,7,0,831,0,98,4,10,11 +rakeraa01,2005,1,BAL,AL,1,0,10,0,0,0,0,41,11,5,3,3,11,0.220,3.29,0,0,0,0,55,1,5,0,2,0 +ramirel01,2005,1,CIN,NL,0,3,6,4,0,0,0,67,33,21,5,10,9,0.344,8.46,2,2,2,0,110,1,22,2,0,3 +ramirer01,2005,1,TEX,AL,0,0,16,0,0,0,0,69,24,10,3,3,6,0.273,3.91,0,0,2,0,96,4,10,3,0,2 +ramirho01,2005,1,ATL,NL,11,9,33,32,1,1,0,607,214,104,31,67,80,0.282,4.63,4,4,2,1,847,0,108,13,5,32 +rasneda01,2005,1,WAS,NL,0,1,5,1,0,0,0,22,5,3,0,2,4,0.192,3.68,1,0,2,0,31,1,3,1,0,1 +rauchjo01,2005,1,WAS,NL,2,4,15,1,0,0,0,90,24,12,3,11,23,0.218,3.60,2,2,1,0,124,4,12,1,1,1 +raych01,2005,1,BAL,AL,1,3,41,0,0,0,0,122,34,12,5,18,43,0.222,2.66,3,0,1,1,174,8,15,1,1,2 +reamebr01,2005,1,OAK,AL,0,0,2,0,0,0,0,17,10,6,2,2,4,0.400,9.53,0,1,1,0,29,0,6,0,1,1 +redditi01,2005,1,SDN,NL,0,5,9,6,0,0,0,89,40,30,7,13,17,0.328,9.10,1,1,2,0,143,0,35,3,3,4 +redditi01,2005,2,NYA,AL,0,1,1,1,0,0,0,3,4,6,0,4,2,0.571,54.00,0,0,0,0,11,0,6,0,0,0 +redmama01,2005,1,PIT,NL,5,15,30,30,2,1,0,535,188,97,18,56,101,0.278,4.90,3,7,2,3,751,0,100,11,5,24 +reedst01,2005,1,BAL,AL,1,2,30,0,0,0,0,98,41,24,5,11,15,0.308,6.61,2,0,4,0,149,6,24,0,1,4 +regilni01,2005,1,TEX,AL,1,2,18,0,0,0,0,53,22,9,2,7,14,0.297,4.58,1,0,1,0,83,5,10,0,1,1 +reitsch01,2005,1,ATL,NL,3,6,76,0,0,0,15,220,79,32,3,14,42,0.272,3.93,3,2,0,0,307,37,32,1,2,7 +remlimi01,2005,1,CHN,NL,0,3,35,0,0,0,0,99,31,18,5,12,30,0.250,4.91,2,0,2,0,141,7,19,3,0,1 +remlimi01,2005,2,BOS,AL,0,0,8,0,0,0,0,20,15,11,2,5,5,0.417,14.85,0,2,0,0,41,2,14,0,0,0 +resopch01,2005,1,FLO,NL,2,0,15,0,0,0,0,51,22,16,1,9,15,0.324,8.47,0,3,1,0,80,6,16,0,2,1 +reyesal01,2005,1,SLN,NL,4,2,65,0,0,0,3,188,38,15,5,20,67,0.177,2.15,2,1,5,0,244,18,15,3,1,2 +reyesan01,2005,1,SLN,NL,1,1,4,1,0,0,0,40,6,4,2,4,12,0.133,2.70,1,2,0,0,51,0,4,1,1,0 +reyesde01,2005,1,SDN,NL,3,2,36,1,0,0,0,131,57,25,3,32,35,0.315,5.15,2,3,1,1,215,9,30,1,0,5 +rhodear01,2005,1,CLE,AL,3,1,47,0,0,0,0,130,33,10,2,12,43,0.206,2.08,2,0,1,0,175,8,13,0,2,3 +riedljo01,2005,1,FLO,NL,4,1,29,0,0,0,0,83,34,22,3,13,16,0.298,7.16,2,6,1,0,130,7,23,1,1,2 +rileyma01,2005,1,TEX,AL,1,0,7,0,0,0,0,38,16,14,2,10,4,0.320,9.95,0,1,1,1,62,0,14,0,1,2 +rincoju01,2005,1,MIN,AL,6,6,75,0,0,0,0,231,63,21,2,30,84,0.224,2.45,3,5,3,1,319,18,26,4,1,4 +rincori01,2005,1,OAK,AL,1,1,67,0,0,0,0,112,34,18,7,20,27,0.246,4.34,4,1,1,0,162,4,19,2,1,5 +ringro01,2005,1,NYN,NL,0,2,15,0,0,0,0,32,10,6,0,10,8,0.250,5.06,1,0,0,0,51,2,6,1,0,2 +riskeda01,2005,1,CLE,AL,3,4,58,0,0,0,1,218,55,25,11,15,48,0.208,3.10,0,0,4,0,288,33,28,3,1,7 +riverma01,2005,1,NYA,AL,7,4,71,0,0,0,43,235,50,12,2,18,80,0.177,1.38,0,0,4,0,306,67,18,0,1,3 +roberna01,2005,1,DET,AL,7,16,32,32,2,0,0,590,202,98,28,65,122,0.266,4.48,2,6,7,1,846,0,113,3,11,22 +rodnefe01,2005,1,DET,AL,2,3,39,0,0,0,9,132,39,14,5,17,42,0.238,2.86,3,2,2,0,185,26,14,2,0,4 +rodrife01,2005,1,NYA,AL,0,0,34,0,0,0,0,97,33,18,2,20,18,0.264,5.01,0,3,2,0,147,10,18,0,0,1 +rodrifr03,2005,1,LAA,AL,2,5,66,0,0,0,45,202,45,20,7,32,91,0.184,2.67,3,8,0,0,279,58,20,1,1,1 +rodriri03,2005,1,TEX,AL,2,3,12,10,0,0,0,171,67,35,11,17,24,0.289,5.53,0,2,1,0,254,0,39,3,1,4 +rodriwa01,2005,1,HOU,NL,10,10,25,22,0,0,0,386,135,79,19,53,80,0.274,5.53,2,3,8,3,560,0,82,3,3,19 +rogerke01,2005,1,TEX,AL,14,8,30,30,1,1,0,586,205,75,15,53,87,0.271,3.46,1,0,8,0,828,0,86,5,6,25 +romerjc01,2005,1,MIN,AL,4,3,68,0,0,0,0,171,50,22,6,39,48,0.235,3.47,8,1,6,1,264,11,26,5,1,6 +rueteki01,2005,1,SFN,NL,2,7,20,18,0,0,0,322,131,71,12,47,25,0.305,5.95,3,3,1,0,489,1,78,3,8,9 +rupejo01,2005,1,TEX,AL,1,0,4,1,0,0,0,29,7,3,0,4,6,0.219,2.79,0,1,2,0,39,1,4,1,0,2 +ruschgl01,2005,1,CHN,NL,9,8,46,19,1,1,0,436,175,73,14,53,111,0.302,4.52,8,1,1,1,655,6,79,13,9,14 +ryanbj01,2005,1,BAL,AL,1,4,69,0,0,0,36,211,54,19,4,26,100,0.208,2.43,2,5,2,0,290,61,20,1,1,3 +saarlki01,2005,1,OAK,AL,10,9,29,27,2,1,0,479,170,74,11,54,53,0.278,4.17,8,1,11,0,682,0,75,3,3,23 +sabatcc01,2005,1,CLE,AL,15,10,31,31,1,0,0,590,185,88,19,62,161,0.248,4.03,1,7,7,0,823,0,92,6,3,19 +sanchdu01,2005,1,LAN,NL,4,7,79,0,0,0,8,246,75,34,8,36,71,0.248,3.73,6,7,3,1,353,31,36,10,1,8 +sandeda01,2005,1,CHA,AL,0,0,2,0,0,0,0,6,3,3,1,1,1,0.375,13.50,0,0,0,0,10,0,3,0,1,0 +santaer01,2005,1,LAA,AL,12,8,23,23,1,1,0,401,139,69,17,47,99,0.266,4.65,2,4,8,0,583,0,73,1,4,9 +santajo01,2005,1,MIN,AL,16,7,33,33,3,2,0,695,180,74,22,45,238,0.210,2.87,1,8,1,0,910,0,77,6,2,10 +santaju01,2005,1,MIL,NL,3,5,41,0,0,0,1,126,34,21,6,19,49,0.221,4.50,4,5,0,0,177,12,21,1,3,3 +santijo03,2005,1,NYN,NL,0,0,4,0,0,0,0,17,10,2,0,2,3,0.417,3.18,0,0,1,0,27,1,2,0,0,1 +santovi01,2005,1,MIL,NL,4,13,29,24,1,0,0,425,153,72,20,60,89,0.269,4.57,8,7,5,0,640,2,87,5,1,6 +sauersc01,2005,1,CLE,AL,1,0,58,0,0,0,0,107,35,16,4,16,35,0.259,4.04,2,2,4,0,157,10,18,1,1,4 +saundjo01,2005,1,LAA,AL,0,0,2,2,0,0,0,28,10,8,3,4,4,0.270,7.71,0,1,0,0,41,0,8,0,0,1 +schilcu01,2005,1,BOS,AL,8,8,32,11,0,0,9,280,121,59,12,22,87,0.314,5.69,0,1,3,1,418,21,59,3,5,4 +schmija01,2005,1,SFN,NL,12,7,29,29,0,0,0,516,160,84,16,85,165,0.246,4.40,4,7,5,1,757,0,90,8,8,5 +schmost01,2005,1,LAN,NL,2,2,48,0,0,0,3,140,47,26,4,22,29,0.275,5.01,2,0,3,1,205,14,29,5,4,4 +schoesc01,2005,1,TOR,AL,3,4,80,0,0,0,1,171,54,21,2,25,43,0.245,3.32,5,2,4,0,250,15,23,1,0,7 +seaneru01,2005,1,SDN,NL,7,1,57,0,0,0,0,181,49,18,4,22,84,0.222,2.69,4,4,2,0,248,9,19,2,1,4 +seaybo01,2005,1,COL,NL,0,0,17,0,0,0,0,35,18,11,3,8,11,0.367,8.49,1,0,0,1,58,5,11,1,0,2 +seleaa01,2005,1,SEA,AL,6,12,21,21,1,1,0,348,147,73,18,41,53,0.315,5.66,2,2,5,0,523,0,76,1,9,12 +seoja01,2005,1,NYN,NL,8,2,14,14,1,0,0,271,84,26,9,16,59,0.251,2.59,0,2,1,0,363,0,26,9,3,6 +shackbr01,2005,1,CIN,NL,1,0,37,0,0,0,0,89,21,8,2,9,17,0.204,2.43,1,3,6,1,119,5,9,0,1,3 +sheetbe01,2005,1,MIL,NL,10,9,22,22,3,0,0,470,142,58,19,25,141,0.237,3.33,1,7,2,0,633,0,66,6,2,6 +sherrge01,2005,1,SEA,AL,4,3,29,0,0,0,0,57,13,11,3,7,24,0.194,5.21,2,0,1,0,77,2,12,1,1,1 +shielsc01,2005,1,LAA,AL,10,11,78,0,0,0,7,275,66,28,5,37,98,0.201,2.75,2,12,2,0,375,21,33,4,3,5 +shousbr01,2005,1,TEX,AL,3,2,64,0,0,0,0,160,55,31,7,18,35,0.266,5.23,4,2,3,0,233,12,37,2,3,4 +silvaca01,2005,1,MIN,AL,9,8,27,27,2,0,0,565,212,72,25,9,71,0.290,3.44,2,0,3,0,749,0,83,2,5,34 +simpsal01,2005,1,COL,NL,0,0,2,0,0,0,0,2,3,5,0,3,0,0.750,67.50,0,1,0,0,8,0,5,0,1,0 +simpsal01,2005,2,CIN,NL,0,1,9,0,0,0,0,20,3,5,1,5,6,0.136,6.75,0,1,1,0,28,2,5,0,0,1 +siscoan01,2005,1,KCA,AL,2,5,67,0,0,0,0,226,68,26,6,42,76,0.243,3.11,4,2,2,0,329,13,27,2,3,9 +smallaa01,2005,1,NYA,AL,10,0,15,9,1,1,0,228,71,27,4,24,37,0.250,3.20,0,0,5,0,316,1,27,1,2,6 +smithtr01,2005,1,FLO,NL,0,0,12,0,0,0,0,32,17,8,1,5,9,0.370,6.75,1,0,0,0,52,4,8,0,1,2 +smoltjo01,2005,1,ATL,NL,14,7,33,33,3,1,0,689,210,78,18,53,169,0.243,3.06,7,2,1,1,931,0,83,10,3,17 +snellia01,2005,1,PIT,NL,1,2,15,5,0,0,0,126,43,24,5,24,34,0.267,5.14,3,4,1,0,189,2,25,2,1,3 +snydeky01,2005,1,KCA,AL,1,3,13,3,0,0,0,108,55,27,3,10,19,0.353,6.75,1,1,1,0,169,4,29,0,2,4 +soriara01,2005,1,SEA,AL,0,0,7,0,0,0,0,22,6,2,0,1,9,0.222,2.45,0,0,1,0,30,4,2,0,1,0 +sosajo02,2005,1,ATL,NL,13,3,44,20,0,0,0,402,122,38,12,64,85,0.241,2.55,8,3,0,0,577,5,42,5,2,9 +speieju01,2005,1,TOR,AL,3,2,65,0,0,0,0,200,48,19,10,15,56,0.198,2.57,2,1,3,1,264,36,20,4,0,3 +speiery01,2005,1,COL,NL,2,1,22,0,0,0,0,74,26,10,0,13,10,0.277,3.65,0,2,1,0,111,10,12,2,1,1 +sprinru01,2005,1,HOU,NL,4,4,62,0,0,0,0,177,49,31,9,21,54,0.222,4.73,3,2,3,0,246,11,34,1,0,4 +spurlch01,2005,1,DET,AL,3,4,56,0,0,0,0,212,58,27,8,22,26,0.230,3.44,6,4,2,0,284,8,30,3,5,11 +standja01,2005,1,TEX,AL,0,0,2,0,0,0,0,7,7,3,0,1,2,0.467,11.57,1,1,0,0,16,0,3,0,0,0 +standja01,2005,2,CIN,NL,2,2,32,0,0,0,0,93,38,14,3,16,17,0.314,4.06,7,1,1,0,140,6,14,2,0,7 +stantmi02,2005,1,NYA,AL,1,2,28,0,0,0,0,42,17,11,1,6,12,0.298,7.07,0,1,0,0,64,6,11,0,1,1 +stantmi02,2005,2,WAS,NL,2,1,30,0,0,0,0,83,31,11,2,9,14,0.292,3.58,4,0,0,1,118,6,13,3,0,6 +stantmi02,2005,3,BOS,AL,0,0,1,0,0,0,0,3,1,0,0,0,1,0.333,0.00,0,0,0,0,3,0,0,0,0,0 +staufti01,2005,1,SDN,NL,3,6,15,14,0,0,0,243,92,48,10,29,49,0.286,5.33,0,0,2,0,355,0,50,2,0,9 +stemlst01,2005,1,KCA,AL,0,0,6,0,0,0,0,32,10,6,0,4,9,0.256,5.06,0,0,0,0,43,1,6,0,0,2 +stoneri01,2005,1,CIN,NL,0,0,23,0,0,0,0,92,48,23,8,7,15,0.364,6.75,2,2,2,0,143,4,24,0,2,5 +streehu01,2005,1,OAK,AL,5,1,67,0,0,0,23,235,53,15,3,26,72,0.194,1.72,4,1,2,0,306,47,17,3,2,7 +stricsc01,2005,1,HOU,NL,0,0,5,0,0,0,0,12,4,3,2,0,2,0.250,6.75,0,0,0,0,16,0,3,0,0,0 +sturtta01,2005,1,NYA,AL,5,3,64,1,0,0,1,234,76,41,10,27,45,0.257,4.73,1,3,6,0,332,12,43,1,2,7 +suppaje01,2005,1,SLN,NL,16,10,32,32,0,0,0,583,206,77,24,63,114,0.275,3.57,1,6,7,1,834,0,93,11,5,29 +switzjo01,2005,1,TBA,AL,0,0,2,0,0,0,0,12,5,3,0,7,5,0.278,6.75,0,0,0,0,25,0,4,0,0,0 +tadanka01,2005,1,CLE,AL,0,0,1,0,0,0,0,12,4,1,0,0,1,0.250,2.25,0,0,0,0,16,1,1,0,0,0 +takatsh01,2005,1,CHA,AL,1,2,31,0,0,0,8,86,30,19,9,16,32,0.270,5.97,1,1,0,0,130,20,19,2,1,0 +takatsh01,2005,2,NYN,NL,1,0,9,0,0,0,0,23,11,2,2,3,6,0.314,2.35,1,0,0,0,38,4,2,0,0,1 +tallebr01,2005,1,CLE,AL,0,0,2,0,0,0,0,14,6,4,2,3,2,0.300,7.71,0,0,1,0,24,0,4,0,0,0 +taschja01,2005,1,SFN,NL,2,0,24,0,0,0,0,68,15,4,0,13,19,0.185,1.59,0,0,0,0,95,7,5,0,1,2 +tavarju01,2005,1,SLN,NL,2,3,74,0,0,0,4,197,68,25,6,19,47,0.278,3.43,4,1,8,0,278,16,28,3,3,14 +tejedro01,2005,1,PHI,NL,4,3,26,13,0,0,0,257,67,34,5,51,72,0.218,3.57,4,3,8,1,371,5,36,3,2,9 +tejermi01,2005,1,TEX,AL,0,0,3,0,0,0,0,6,5,3,1,1,2,0.455,13.50,0,1,1,0,13,1,3,0,0,0 +telemam01,2005,1,PHI,NL,0,1,7,0,0,0,0,32,5,5,2,4,8,0.139,4.22,0,0,0,0,41,4,5,0,1,2 +thompbr01,2005,1,SLN,NL,4,0,40,0,0,0,1,165,46,18,5,15,29,0.227,2.95,2,0,4,0,225,8,22,3,0,8 +thompde01,2005,1,LAN,NL,0,0,4,3,0,0,0,54,16,7,0,10,13,0.258,3.50,1,0,0,0,74,0,7,1,1,2 +thompju02,2005,1,TEX,AL,0,0,2,0,0,0,0,5,4,4,2,0,1,0.444,21.60,0,0,0,0,9,2,4,0,0,0 +thomsjo01,2005,1,ATL,NL,4,6,17,17,1,0,0,296,111,49,6,28,61,0.284,4.47,2,3,2,0,427,0,52,2,4,8 +thornma01,2005,1,SEA,AL,0,4,55,0,0,0,0,171,54,33,13,42,57,0.248,5.21,2,7,0,0,262,15,33,1,1,6 +timlimi01,2005,1,BOS,AL,7,3,81,0,0,0,13,241,86,20,2,20,59,0.277,2.24,5,3,2,0,342,27,23,3,6,6 +tomkobr01,2005,1,SFN,NL,8,15,33,30,3,0,1,572,205,95,20,57,114,0.274,4.48,11,5,7,0,823,1,99,6,5,12 +torresa01,2005,1,PIT,NL,5,5,78,0,0,0,3,284,76,29,7,36,55,0.222,2.76,7,5,5,0,388,32,34,3,2,15 +towerjo01,2005,1,TOR,AL,13,12,33,33,2,1,0,626,237,86,24,29,112,0.285,3.71,2,1,6,1,876,0,101,3,7,19 +trachst01,2005,1,NYN,NL,1,4,6,6,0,0,0,111,37,17,6,12,24,0.264,4.14,0,1,1,0,157,0,20,2,2,4 +tsaoch01,2005,1,COL,NL,1,0,10,0,0,0,3,33,16,8,3,5,4,0.333,6.55,1,1,1,0,56,9,8,1,1,0 +tucketj01,2005,1,WAS,NL,1,0,13,0,0,0,0,38,20,9,4,2,5,0.370,6.39,0,1,0,0,58,1,9,1,1,1 +turnbde01,2005,1,MIL,NL,7,1,69,0,0,0,39,202,49,13,5,24,64,0.199,1.74,2,9,1,0,271,62,15,0,0,8 +urbinug01,2005,1,DET,AL,1,3,25,0,0,0,9,82,21,8,4,14,31,0.208,2.63,2,1,1,0,116,14,9,0,0,0 +urbinug01,2005,2,PHI,NL,4,3,56,0,0,0,1,157,35,24,8,25,66,0.186,4.13,2,0,0,0,214,8,25,0,1,1 +valdeis01,2005,1,FLO,NL,2,2,14,7,0,0,0,152,64,30,6,22,27,0.314,5.33,6,1,5,2,237,1,32,4,2,5 +valenjo04,2005,1,CIN,NL,0,1,16,0,0,0,0,43,18,13,4,11,9,0.295,8.16,0,1,2,0,76,5,15,1,1,0 +valvejo01,2005,1,ARI,NL,3,4,61,0,0,0,15,199,51,18,5,20,75,0.211,2.44,1,3,2,0,268,34,19,3,1,3 +vanbuje01,2005,1,CHN,NL,0,2,6,0,0,0,0,18,2,2,0,9,3,0.118,3.00,2,0,0,0,27,1,2,1,0,1 +vargacl01,2005,1,WAS,NL,0,3,4,4,0,0,0,38,22,13,4,7,5,0.373,9.24,2,0,0,0,66,0,15,0,0,0 +vargacl01,2005,2,ARI,NL,9,6,21,19,0,0,0,359,124,64,21,40,90,0.266,4.81,3,6,7,0,520,0,66,6,1,7 +vargaja01,2005,1,FLO,NL,5,5,17,13,1,0,0,221,71,33,4,31,59,0.249,4.03,4,0,4,0,325,0,34,4,1,4 +vasqujo01,2005,1,ATL,NL,1,0,7,0,0,0,0,27,11,3,2,5,9,0.297,3.00,0,1,0,1,42,2,4,0,0,2 +vazquja01,2005,1,ARI,NL,11,15,33,33,3,1,0,647,223,106,35,46,192,0.266,4.42,4,7,5,0,904,0,112,13,3,21 +verlaju01,2005,1,DET,AL,0,2,2,2,0,0,0,34,15,9,1,5,7,0.313,7.15,0,1,1,0,54,0,9,0,0,0 +villaos01,2005,1,ARI,NL,2,0,11,0,0,0,0,41,11,8,2,6,5,0.234,5.27,2,0,1,0,57,0,8,2,1,2 +villoro01,2005,1,SEA,AL,2,3,52,0,0,0,1,121,33,11,2,23,41,0.226,2.45,1,2,5,1,178,14,14,1,3,2 +villoro01,2005,2,FLO,NL,3,2,27,0,0,0,0,71,24,18,2,12,29,0.264,6.85,1,1,2,0,109,10,20,2,2,1 +vizcalu01,2005,1,CHA,AL,6,5,65,0,0,0,0,210,74,29,8,29,43,0.275,3.73,6,3,2,0,305,20,30,4,1,7 +vogelry01,2005,1,PIT,NL,2,2,44,0,0,0,0,244,82,40,5,40,52,0.259,4.43,1,7,8,0,369,19,43,1,4,9 +volqued01,2005,1,TEX,AL,0,4,6,3,0,0,0,38,25,20,3,10,11,0.403,14.21,0,0,2,0,75,0,22,0,1,1 +waechdo01,2005,1,TBA,AL,5,12,29,25,0,0,0,471,191,98,29,38,87,0.298,5.62,5,4,3,2,692,3,109,4,4,11 +wagnebi02,2005,1,PHI,NL,4,3,75,0,0,0,38,233,45,13,6,20,87,0.165,1.51,2,3,3,1,297,70,17,0,2,5 +wagnery01,2005,1,CIN,NL,3,2,42,0,0,0,0,137,56,31,4,17,39,0.303,6.11,1,2,4,0,210,8,33,1,3,6 +wainwad01,2005,1,SLN,NL,0,0,2,0,0,0,0,6,2,3,1,1,0,0.250,13.50,0,0,0,0,9,1,3,0,0,0 +wakefti01,2005,1,BOS,AL,16,12,33,33,3,0,0,676,210,104,35,68,151,0.245,4.15,4,8,11,0,943,0,113,1,6,18 +walkeja01,2005,1,DET,AL,4,3,66,0,0,0,0,146,49,20,5,13,30,0.257,3.70,3,0,2,0,208,11,22,1,1,1 +walkeke01,2005,1,CHA,AL,0,1,9,0,0,0,0,21,10,7,1,5,5,0.333,9.00,1,0,0,0,35,3,7,0,0,1 +walkepe01,2005,1,TOR,AL,6,6,41,4,0,0,2,252,81,33,10,33,43,0.254,3.54,0,2,2,0,358,8,33,0,4,5 +walkety01,2005,1,SFN,NL,6,4,67,0,0,0,23,185,68,29,9,27,54,0.281,4.23,6,4,3,0,279,39,31,5,1,4 +wangch01,2005,1,NYA,AL,8,5,18,17,0,0,0,349,113,52,9,32,47,0.256,4.02,3,3,6,0,486,0,58,3,4,17 +wasdijo01,2005,1,TEX,AL,3,2,31,6,0,0,4,227,77,36,9,20,44,0.261,4.28,2,2,1,0,319,7,37,1,2,4 +washbja01,2005,1,LAA,AL,8,8,29,29,1,1,0,532,184,63,19,51,94,0.274,3.20,0,2,8,0,740,0,66,4,6,24 +weathda01,2005,1,CIN,NL,7,4,73,0,0,0,15,233,71,34,7,29,61,0.241,3.94,2,4,2,0,331,41,36,4,2,3 +weaveje01,2005,1,LAN,NL,14,11,34,34,3,2,0,672,220,105,35,43,157,0.256,4.22,1,2,18,0,930,0,111,8,3,16 +webbbr01,2005,1,ARI,NL,14,12,33,33,1,0,0,687,229,90,21,59,172,0.265,3.54,4,14,2,1,943,0,98,10,7,30 +webbjo01,2005,1,TBA,AL,0,1,1,1,0,0,0,12,6,8,1,4,2,0.333,18.00,0,0,1,0,23,0,8,0,0,0 +weberbe01,2005,1,CIN,NL,0,0,10,0,0,0,0,37,20,11,0,9,8,0.364,8.03,1,0,1,0,66,3,11,0,1,1 +welleto01,2005,1,CHN,NL,2,1,22,0,0,0,1,97,32,22,7,22,32,0.264,6.12,1,3,0,0,146,6,23,2,1,4 +wellsda01,2005,1,BOS,AL,15,7,30,30,2,0,0,552,220,91,21,21,107,0.296,4.45,0,4,9,1,780,0,95,1,6,22 +wellski01,2005,1,PIT,NL,8,18,33,33,1,1,0,546,186,103,23,99,132,0.266,5.09,8,8,12,0,828,0,116,9,10,15 +westbja01,2005,1,CLE,AL,15,15,34,34,2,0,0,632,218,105,19,56,119,0.265,4.49,3,3,7,0,895,0,121,5,4,25 +wheelda01,2005,1,HOU,NL,2,3,71,0,0,0,3,220,53,18,7,19,69,0.204,2.21,3,0,3,0,288,20,18,5,1,6 +whitega01,2005,1,SLN,NL,0,0,6,0,0,0,0,25,14,2,1,1,1,0.378,2.16,1,0,0,0,38,3,2,0,0,0 +whitema02,2005,1,TOR,AL,0,0,2,0,0,0,0,11,6,8,3,5,5,0.353,19.64,0,0,1,0,23,0,8,0,0,0 +whitema03,2005,1,WAS,NL,0,1,1,1,0,0,0,12,4,4,0,3,3,0.267,9.00,0,1,1,0,20,0,4,0,1,0 +whiteri01,2005,1,PIT,NL,4,7,71,0,0,0,2,225,90,31,3,29,40,0.308,3.72,10,4,4,0,338,23,39,9,4,11 +wickmbo01,2005,1,CLE,AL,0,4,64,0,0,0,45,186,57,17,9,21,41,0.247,2.47,3,0,1,1,257,55,17,2,2,11 +willida07,2005,1,PIT,NL,10,11,25,25,1,1,0,416,137,68,20,58,88,0.261,4.41,5,3,8,0,600,0,74,7,2,18 +willido03,2005,1,FLO,NL,22,10,34,34,7,5,0,709,213,69,11,55,170,0.243,2.63,3,2,8,1,960,0,79,14,5,23 +willije02,2005,1,SFN,NL,0,2,4,3,0,0,0,50,21,12,2,4,11,0.313,6.48,1,0,1,0,73,0,12,1,0,2 +willije02,2005,2,CHN,NL,6,8,18,17,0,0,0,318,98,46,12,45,59,0.253,3.91,0,2,9,0,459,0,50,10,8,9 +willira01,2005,1,SDN,NL,1,0,2,0,0,0,0,13,7,6,1,4,2,0.350,12.46,0,0,1,0,25,0,6,0,0,0 +willira01,2005,2,COL,NL,2,1,30,0,0,0,0,66,26,14,4,9,19,0.289,5.73,3,0,0,0,100,6,15,0,1,1 +willisc01,2005,1,CHN,NL,0,0,17,0,0,0,0,43,15,9,3,6,23,0.273,5.65,0,4,2,1,65,4,9,2,0,1 +willito02,2005,1,BAL,AL,5,5,72,0,0,0,1,229,72,28,5,26,38,0.252,3.30,4,4,3,1,321,12,34,2,4,14 +williwo02,2005,1,SDN,NL,9,12,28,28,0,0,0,479,174,86,24,51,106,0.275,4.85,1,1,3,0,697,0,92,6,5,9 +wilsocj01,2005,1,TEX,AL,1,7,24,6,0,0,1,144,63,37,5,18,30,0.321,6.94,1,4,2,1,220,5,39,1,2,8 +wilsopa02,2005,1,CIN,NL,1,5,9,9,0,0,0,139,68,40,10,17,30,0.343,7.77,1,2,4,0,224,0,41,2,3,3 +wisema01,2005,1,MIL,NL,4,4,49,0,0,0,1,193,37,24,6,25,62,0.160,3.36,5,1,3,1,262,11,25,1,2,3 +witasja01,2005,1,COL,NL,0,4,32,0,0,0,0,107,27,10,2,12,40,0.209,2.52,3,2,3,0,148,7,11,4,0,3 +witasja01,2005,2,OAK,AL,1,1,28,0,0,0,1,83,26,10,2,17,33,0.239,3.25,2,3,3,0,129,4,15,0,0,1 +wolfra02,2005,1,PHI,NL,6,4,13,13,0,0,0,240,87,39,14,26,61,0.282,4.39,2,1,6,0,346,0,40,4,1,9 +woodke02,2005,1,CHN,NL,3,4,21,10,0,0,0,198,52,31,14,26,77,0.215,4.23,0,0,2,0,273,4,32,2,1,1 +woodmi01,2005,1,KCA,AL,5,8,47,10,0,0,2,345,129,57,18,52,60,0.287,4.46,5,7,8,0,520,10,66,5,5,19 +woodsja01,2005,1,LAA,AL,1,1,28,0,0,0,0,83,30,14,7,8,20,0.270,4.55,0,2,2,0,122,10,18,1,0,1 +woodyma01,2005,1,DET,AL,0,0,3,0,0,0,0,18,4,1,1,0,3,0.182,1.50,0,0,0,0,22,0,1,0,0,0 +worreti01,2005,1,PHI,NL,0,1,19,0,0,0,1,51,29,14,4,3,17,0.377,7.41,0,0,1,1,83,9,17,1,1,0 +worreti01,2005,2,ARI,NL,1,1,32,0,0,0,0,95,30,8,4,9,22,0.250,2.27,2,0,1,0,137,8,13,3,4,0 +wrighja01,2005,1,COL,NL,8,16,34,27,0,0,0,514,201,104,22,81,101,0.296,5.46,4,2,15,2,782,1,119,4,3,22 +wrighja02,2005,1,NYA,AL,5,5,13,13,0,0,0,191,81,43,8,32,34,0.313,6.08,1,4,6,0,302,0,51,0,5,9 +wuertmi01,2005,1,CHN,NL,6,2,75,0,0,0,0,227,60,32,6,40,89,0.219,3.81,7,7,0,0,319,12,36,3,2,6 +wunscke01,2005,1,LAN,NL,1,1,45,0,0,0,0,71,20,12,2,14,22,0.227,4.56,2,2,2,0,105,6,12,1,0,2 +yabuke01,2005,1,OAK,AL,4,0,40,0,0,0,1,174,64,29,6,26,44,0.287,4.50,3,2,8,0,262,15,34,2,3,7 +yanes01,2005,1,LAA,AL,1,1,49,0,0,0,0,200,66,34,8,30,45,0.258,4.59,4,5,0,0,293,21,36,3,4,3 +youngch03,2005,1,TEX,AL,12,7,31,31,0,0,0,494,162,78,19,45,137,0.252,4.26,2,3,7,0,700,0,84,2,4,6 +zambrca01,2005,1,CHN,NL,14,6,33,33,2,0,0,670,170,81,21,86,202,0.212,3.26,3,7,8,0,909,0,88,9,5,18 +zambrvi01,2005,1,NYN,NL,7,12,31,27,0,0,0,499,170,77,12,77,112,0.264,4.17,2,8,15,2,748,2,85,6,6,17 +zitoba01,2005,1,OAK,AL,14,13,35,35,0,0,0,685,185,98,26,89,171,0.221,3.86,0,4,13,0,953,0,106,8,7,20 +aardsda01,2006,1,CHN,NL,3,0,45,0,0,0,0,159,41,24,9,28,49,0.214,4.08,0,1,1,0,225,9,25,1,3,2 +abreuwi01,2006,1,BAL,AL,0,0,7,0,0,0,0,24,10,9,1,6,6,0.294,10.13,1,0,1,0,42,2,10,0,1,0 +accarje01,2006,1,SFN,NL,1,3,38,0,0,0,3,121,38,22,2,11,40,0.247,4.91,3,2,1,0,170,16,23,0,4,1 +accarje01,2006,2,TOR,AL,1,1,27,0,0,0,0,86,38,19,5,9,14,0.325,5.97,2,2,0,1,127,11,19,1,0,2 +adamsmi03,2006,1,MIL,NL,0,0,2,0,0,0,0,7,4,3,1,2,1,0.364,11.57,0,0,0,0,13,0,3,0,0,0 +adkinjo01,2006,1,SDN,NL,2,1,55,0,0,0,0,163,55,24,3,20,30,0.271,3.98,4,0,2,0,232,15,26,5,2,8 +affelje01,2006,1,KCA,AL,4,6,27,9,0,0,0,210,71,46,9,42,28,0.262,5.91,0,2,1,0,320,3,51,3,3,6 +affelje01,2006,2,COL,NL,4,2,27,0,0,0,1,82,31,21,4,13,20,0.277,6.91,3,0,1,0,128,9,23,1,1,2 +alberma01,2006,1,HOU,NL,0,2,4,2,0,0,0,45,17,10,1,7,11,0.298,6.00,0,0,0,0,66,0,10,2,0,3 +alfonan01,2006,1,TEX,AL,0,0,19,0,0,0,0,48,23,10,3,7,5,0.348,5.63,0,0,0,0,74,3,10,0,1,3 +alvarab01,2006,1,BOS,AL,0,0,1,0,0,0,0,9,5,4,2,2,2,0.385,12.00,0,0,0,0,15,0,4,0,0,1 +andrast01,2006,1,KCA,AL,0,0,4,0,0,0,0,14,5,5,0,4,5,0.278,9.64,0,1,0,0,23,2,5,1,0,0 +aquingr01,2006,1,ARI,NL,2,0,42,0,0,0,0,145,54,24,8,24,51,0.283,4.47,2,2,4,0,220,12,27,1,0,7 +armasto02,2006,1,WAS,NL,9,12,30,30,0,0,0,462,167,86,19,64,97,0.279,5.03,7,6,13,1,693,0,96,12,6,14 +arroybr01,2006,1,CIN,NL,14,11,35,35,3,1,0,722,222,88,31,64,184,0.243,3.29,7,6,5,0,992,0,98,9,2,14 +asencmi01,2006,1,COL,NL,1,0,3,1,0,0,0,23,9,4,1,4,7,0.281,4.70,0,0,1,0,37,0,8,0,0,1 +astacez01,2006,1,HOU,NL,2,0,6,0,0,0,0,17,7,7,2,6,6,0.292,11.12,3,0,0,0,30,2,7,0,0,0 +astacpe01,2006,1,WAS,NL,5,5,17,17,1,1,0,271,109,60,14,31,42,0.301,5.98,3,0,1,1,407,0,64,8,5,6 +backebr01,2006,1,HOU,NL,3,2,8,8,0,0,0,129,43,18,4,18,19,0.261,3.77,0,2,3,0,189,0,18,1,2,3 +baekch01,2006,1,SEA,AL,4,1,6,6,0,0,0,103,26,14,6,13,23,0.208,3.67,0,1,2,0,140,0,15,0,0,1 +baezda01,2006,1,LAN,NL,5,5,46,0,0,0,9,149,53,24,3,11,29,0.283,4.35,2,3,6,0,213,27,29,4,5,5 +baezda01,2006,2,ATL,NL,0,1,11,0,0,0,0,30,7,6,0,6,10,0.189,5.40,1,0,1,0,44,1,6,0,0,0 +bajenje01,2006,1,ARI,NL,0,1,1,0,0,0,0,3,4,4,3,0,0,0.571,36.00,0,0,0,0,7,0,4,0,0,0 +bakersc02,2006,1,MIN,AL,5,8,16,16,0,0,0,250,114,59,17,16,62,0.324,6.37,1,0,3,0,377,0,63,2,4,4 +bannibr01,2006,1,NYN,NL,2,1,8,6,0,0,0,114,34,18,4,22,19,0.239,4.26,2,2,2,0,171,1,18,1,4,1 +barryke01,2006,1,ATL,NL,1,1,19,1,0,0,0,77,24,16,2,14,19,0.253,5.61,0,0,1,0,115,7,16,3,2,0 +barziph01,2006,1,HOU,NL,0,0,1,0,0,0,0,1,1,0,0,0,0,0.500,0.00,0,0,0,0,2,0,0,0,0,0 +batismi01,2006,1,ARI,NL,11,8,34,33,3,1,0,619,231,105,18,84,110,0.288,4.58,5,14,6,1,910,0,116,12,5,32 +bauerri01,2006,1,TEX,AL,3,1,58,1,0,0,2,213,73,28,4,25,35,0.272,3.55,0,3,4,0,302,19,31,0,5,12 +bautide01,2006,1,KCA,AL,0,2,8,7,0,0,0,105,38,22,5,17,22,0.277,5.66,0,5,4,0,161,0,24,1,2,2 +bautide01,2006,2,COL,NL,0,1,4,1,0,0,0,20,9,4,0,4,5,0.310,5.40,0,0,0,0,33,3,10,0,0,0 +baylijo01,2006,1,PIT,NL,1,1,11,0,0,0,0,44,13,7,1,11,15,0.241,4.30,2,2,1,0,69,5,7,2,1,0 +beamtj01,2006,1,NYA,AL,2,0,20,0,0,0,0,54,26,17,5,6,12,0.338,8.50,2,1,2,1,85,5,17,0,0,2 +beanco01,2006,1,NYA,AL,0,0,2,0,0,0,0,6,2,2,0,2,1,0.333,9.00,0,0,1,0,10,1,2,0,1,1 +beckejo02,2006,1,BOS,AL,16,11,33,33,0,0,0,614,191,114,36,74,158,0.245,5.01,1,11,10,1,869,0,120,2,3,20 +bedarer01,2006,1,BAL,AL,15,11,33,33,0,0,0,589,196,82,16,69,171,0.258,3.76,0,6,5,0,844,0,92,6,4,17 +beimejo01,2006,1,LAN,NL,2,1,62,0,0,0,2,210,70,23,7,21,30,0.262,2.96,3,6,0,1,295,10,26,4,3,10 +belisma01,2006,1,CIN,NL,2,0,30,2,0,0,0,120,43,16,5,19,26,0.277,3.60,1,3,3,0,180,5,18,1,2,5 +bellhe01,2006,1,NYN,NL,0,0,22,0,0,0,0,111,51,21,6,11,35,0.331,5.11,2,1,0,0,166,6,25,1,0,6 +benitar01,2006,1,SFN,NL,4,2,41,0,0,0,17,115,39,15,6,21,31,0.267,3.52,2,1,0,0,171,33,15,1,3,3 +benoijo01,2006,1,TEX,AL,1,1,56,0,0,0,0,239,68,43,5,38,85,0.224,4.86,4,3,3,0,347,7,49,0,3,4 +bensokr01,2006,1,BAL,AL,11,12,30,30,3,0,0,549,199,98,33,58,88,0.287,4.82,2,6,7,0,781,0,105,9,13,19 +bergmja01,2006,1,WAS,NL,0,2,29,6,0,0,0,194,81,48,12,27,54,0.312,6.68,6,3,6,0,303,7,49,6,4,1 +bernead01,2006,1,PHI,NL,0,1,1,1,0,0,0,6,7,8,3,2,0,0.538,36.00,0,0,0,0,15,0,8,0,0,0 +bernead01,2006,2,KCA,AL,1,0,3,2,0,0,0,39,15,2,0,0,12,0.283,1.38,0,0,0,0,53,0,2,0,0,1 +betanra01,2006,1,CLE,AL,3,4,50,0,0,0,3,170,52,24,7,11,48,0.241,3.81,5,0,0,0,231,17,25,2,2,2 +billich01,2006,1,LAN,NL,7,4,18,16,0,0,0,270,92,38,7,58,59,0.272,3.80,3,5,3,0,403,0,43,4,0,12 +birkiku01,2006,1,BAL,AL,5,2,35,0,0,0,0,93,25,17,4,16,27,0.221,4.94,0,3,3,0,136,4,19,2,2,2 +blantjo01,2006,1,OAK,AL,16,12,32,31,1,1,0,583,241,104,17,58,107,0.309,4.82,4,3,5,0,856,0,111,3,9,20 +bondeje01,2006,1,DET,AL,14,8,34,34,0,0,0,642,214,97,18,64,202,0.259,4.08,7,3,3,1,903,0,104,3,6,20 +bonsebo01,2006,1,MIN,AL,7,6,18,18,0,0,0,301,104,47,18,24,84,0.267,4.22,0,2,1,0,419,0,50,2,2,9 +bookech01,2006,1,KCA,AL,0,0,1,0,0,0,0,3,5,6,3,3,0,0.625,54.00,0,0,0,0,11,0,6,0,0,0 +bookech01,2006,2,WAS,NL,0,0,10,0,0,0,0,22,5,3,1,1,7,0.192,3.68,0,1,0,0,27,2,3,0,0,1 +bootcch01,2006,1,LAA,AL,0,1,7,0,0,0,0,31,16,12,3,9,7,0.364,10.45,0,1,0,0,54,5,12,1,0,4 +borkoda01,2006,1,HOU,NL,3,2,40,0,0,0,0,213,70,37,8,23,52,0.257,4.69,7,2,0,0,299,12,38,2,2,5 +borowjo01,2006,1,FLO,NL,3,3,72,0,0,0,36,209,63,29,7,33,64,0.235,3.75,7,1,2,0,304,60,31,1,0,3 +bowiemi01,2006,1,WAS,NL,0,1,15,0,0,0,0,59,11,3,1,7,11,0.164,1.37,0,0,0,0,75,3,3,1,0,1 +boyerbl01,2006,1,ATL,NL,0,0,2,0,0,0,0,2,4,3,0,1,0,0.667,40.50,0,0,0,0,7,0,3,0,0,0 +bradfch01,2006,1,NYN,NL,4,2,70,0,0,0,2,186,59,20,1,13,45,0.254,2.90,4,0,0,0,252,15,22,4,3,6 +braunry01,2006,1,KCA,AL,0,1,9,0,0,0,0,32,13,8,2,3,6,0.317,6.75,0,0,0,0,46,2,8,1,1,1 +braybi01,2006,1,WAS,NL,1,1,19,0,0,0,0,69,24,10,2,9,16,0.273,3.91,2,0,1,0,100,4,11,1,1,4 +braybi01,2006,2,CIN,NL,2,1,29,0,0,0,2,83,33,13,3,9,23,0.292,4.23,1,0,0,0,123,6,16,1,0,3 +brazede01,2006,1,SDN,NL,0,2,9,2,0,0,0,54,28,24,6,9,9,0.354,12.00,1,1,0,0,91,3,25,1,2,0 +brazoyh01,2006,1,LAN,NL,0,0,5,0,0,0,0,15,7,3,0,2,4,0.350,5.40,0,1,0,0,23,2,3,0,1,0 +breslcr01,2006,1,BOS,AL,0,2,13,0,0,0,0,36,12,5,0,6,12,0.261,3.75,1,2,1,1,55,3,5,0,2,0 +britoeu01,2006,1,PHI,NL,1,2,5,2,0,0,0,55,21,15,2,12,9,0.296,7.36,2,3,1,1,87,0,15,2,1,1 +brittch01,2006,1,BAL,AL,0,2,52,0,0,0,1,161,46,20,4,17,41,0.228,3.35,3,0,0,0,221,12,22,1,1,2 +brocado01,2006,1,SDN,NL,2,2,25,0,0,0,0,85,27,15,1,8,19,0.252,4.76,2,1,0,0,119,6,16,3,1,1 +broweji01,2006,1,BAL,AL,0,1,12,0,0,0,0,37,21,19,1,13,9,0.389,13.86,1,2,3,0,71,1,19,0,1,2 +broweji01,2006,2,SDN,NL,0,0,6,0,0,0,0,23,11,8,1,1,5,0.344,9.39,0,0,2,0,35,3,8,0,0,1 +brownan01,2006,1,CLE,AL,0,0,9,0,0,0,0,30,6,4,0,8,7,0.171,3.60,1,1,1,0,44,4,4,0,0,1 +broxtjo01,2006,1,LAN,NL,4,1,68,0,0,0,3,229,61,22,7,33,97,0.216,2.59,6,7,1,0,320,20,25,3,1,7 +brunebr01,2006,1,NYA,AL,1,1,19,0,0,0,0,62,14,2,1,15,25,0.189,0.87,0,2,1,0,90,2,2,0,0,1 +buchhta01,2006,1,HOU,NL,6,10,22,19,1,1,0,339,107,74,21,34,77,0.248,5.89,4,5,3,0,479,1,80,5,6,9 +buehrma01,2006,1,CHA,AL,12,13,32,32,1,0,0,612,247,113,36,48,98,0.305,4.99,5,0,6,1,876,0,124,6,7,21 +bulgeja01,2006,1,LAA,AL,0,0,2,0,0,0,0,5,1,3,0,3,1,0.167,16.20,0,1,0,0,9,1,3,0,0,0 +burgoam01,2006,1,KCA,AL,4,5,68,1,0,0,18,220,83,45,16,37,72,0.288,5.52,4,11,6,3,336,41,49,1,4,10 +burneaj01,2006,1,TOR,AL,10,8,21,21,2,1,0,407,138,60,14,39,118,0.264,3.98,3,6,8,1,577,0,67,4,3,15 +burnsmi01,2006,1,CIN,NL,0,0,11,0,0,0,0,40,30,13,2,3,9,0.469,8.78,1,1,2,0,70,2,13,1,0,3 +burnsmi01,2006,2,BOS,AL,0,0,7,0,0,0,0,23,10,4,0,1,7,0.323,4.70,1,0,0,0,34,4,4,0,2,1 +burrebr01,2006,1,BAL,AL,0,0,11,0,0,0,0,24,6,2,1,1,6,0.200,2.25,0,0,0,0,31,2,2,0,0,0 +bushda01,2006,1,MIL,NL,12,11,34,32,3,2,0,630,201,103,26,38,166,0.252,4.41,2,6,18,0,869,0,111,9,6,8 +byrdati01,2006,1,BAL,AL,1,0,16,0,0,0,0,21,14,10,2,8,2,0.438,12.86,1,1,0,0,42,2,10,2,0,2 +byrdpa01,2006,1,CLE,AL,10,9,31,31,1,0,0,537,232,97,26,38,88,0.308,4.88,3,2,6,0,805,0,120,1,6,12 +cabreda01,2006,1,BAL,AL,9,10,26,26,2,1,0,444,130,78,11,104,157,0.241,4.74,1,17,5,1,662,0,82,5,8,20 +cabrefe01,2006,1,CLE,AL,3,3,51,0,0,0,0,182,53,35,12,32,71,0.243,5.19,2,5,1,0,256,20,36,1,4,4 +cainma01,2006,1,SFN,NL,13,12,32,31,1,1,0,572,157,88,18,87,179,0.222,4.15,1,9,6,2,818,1,93,11,6,6 +calerki01,2006,1,OAK,AL,3,2,70,0,0,0,2,174,50,22,4,24,67,0.231,3.41,3,1,0,0,241,17,22,0,1,2 +campbbr02,2006,1,WAS,NL,0,0,4,0,0,0,0,13,4,5,1,2,4,0.250,10.38,0,0,1,0,19,2,5,0,0,0 +campijo01,2006,1,SEA,AL,0,0,1,0,0,0,0,7,4,4,0,0,1,0.364,15.43,0,0,0,0,11,0,4,0,0,0 +campsh01,2006,1,TBA,AL,7,4,75,0,0,0,4,225,93,39,9,19,53,0.313,4.68,3,4,7,0,328,15,43,2,3,12 +capeljo01,2006,1,MIL,NL,4,2,61,0,0,0,0,215,65,35,11,31,58,0.244,4.40,7,3,3,0,310,12,37,8,2,2 +cappsma01,2006,1,PIT,NL,9,1,85,0,0,0,1,242,81,34,12,12,56,0.266,3.79,5,4,3,0,329,15,37,8,2,9 +capuach01,2006,1,MIL,NL,11,12,34,34,3,2,0,664,229,99,29,47,174,0.265,4.03,4,7,9,0,936,0,108,9,8,16 +carmofa01,2006,1,CLE,AL,1,10,38,7,0,0,0,224,88,45,9,31,58,0.298,5.42,3,3,7,1,340,12,46,2,4,9 +carpech01,2006,1,SLN,NL,15,8,32,32,5,3,0,665,194,76,21,43,184,0.235,3.09,3,3,10,0,896,0,81,12,4,17 +carragi01,2006,1,LAN,NL,0,1,25,0,0,0,1,83,27,14,5,7,25,0.250,4.55,0,1,1,0,116,9,14,0,0,3 +carrahe01,2006,1,LAA,AL,7,3,56,3,0,0,1,301,93,38,10,27,72,0.244,3.41,1,6,5,0,417,24,42,2,2,13 +cartela02,2006,1,LAN,NL,0,1,10,0,0,0,0,35,17,11,1,8,5,0.347,8.49,0,2,0,0,59,2,11,0,2,1 +cassisc01,2006,1,SDN,NL,6,4,42,0,0,0,0,128,39,12,8,19,49,0.248,2.53,2,0,1,0,182,14,18,4,1,2 +castrfa01,2006,1,TEX,AL,0,0,4,0,0,0,0,25,6,4,0,7,5,0.200,4.32,0,0,0,0,37,2,5,0,0,3 +castrfa01,2006,2,PHI,NL,0,1,16,0,0,0,1,70,12,4,1,6,13,0.158,1.54,0,0,2,1,88,9,4,2,2,3 +chacigu01,2006,1,TOR,AL,9,4,17,17,0,0,0,262,90,49,19,38,47,0.266,5.05,2,0,6,0,384,0,51,2,0,11 +chacosh01,2006,1,NYA,AL,5,3,17,11,0,0,0,189,77,49,11,36,35,0.300,7.00,2,3,5,0,306,0,54,3,5,3 +chacosh01,2006,2,PIT,NL,2,3,9,9,0,0,0,138,47,28,12,27,27,0.272,5.48,1,1,4,1,210,0,32,4,2,6 +chenbr01,2006,1,BAL,AL,0,7,40,12,0,0,0,296,137,76,28,35,70,0.334,6.93,3,1,0,0,453,16,81,3,5,6 +chicktr01,2006,1,SEA,AL,0,0,3,0,0,0,0,15,7,7,0,10,2,0.333,12.60,0,0,0,0,31,0,7,0,0,1 +childja01,2006,1,TBA,AL,0,1,5,0,0,0,0,23,12,4,1,4,5,0.343,4.70,0,1,0,0,40,0,6,0,1,2 +choatra01,2006,1,ARI,NL,0,1,30,0,0,0,0,48,21,7,0,3,12,0.304,3.94,0,0,3,0,75,3,9,0,0,2 +chulkvi01,2006,1,TOR,AL,1,0,20,0,0,0,0,72,29,14,4,5,18,0.293,5.25,0,1,2,0,107,8,16,0,1,1 +chulkvi01,2006,2,SFN,NL,0,3,28,0,0,0,0,67,17,13,2,15,25,0.210,5.24,2,3,1,0,98,5,13,0,1,1 +clausbr01,2006,1,CIN,NL,3,8,14,14,0,0,0,231,93,53,14,28,57,0.301,6.19,1,2,6,0,351,0,56,6,2,3 +clemema01,2006,1,BOS,AL,5,5,12,12,0,0,0,196,77,48,8,38,43,0.291,6.61,0,3,6,0,310,0,50,1,0,6 +clemero02,2006,1,HOU,NL,7,6,19,19,0,0,0,340,89,29,7,29,102,0.216,2.30,1,3,4,0,451,0,34,5,1,11 +coffeto01,2006,1,CIN,NL,6,7,81,0,0,0,8,234,85,31,7,27,60,0.274,3.58,5,4,2,0,340,28,34,0,1,9 +colomje01,2006,1,TBA,AL,0,0,1,0,0,0,0,1,0,1,0,1,0,0.000,27.00,0,0,0,0,2,0,1,0,0,0 +colonba01,2006,1,LAA,AL,1,5,10,10,1,1,0,169,71,32,11,11,31,0.306,5.11,0,1,3,0,251,0,39,4,1,3 +colonro01,2006,1,DET,AL,2,0,20,1,0,0,1,116,46,21,6,14,25,0.303,4.89,2,6,1,0,170,4,21,1,2,3 +condrcl01,2006,1,PHI,NL,2,2,21,0,0,0,0,86,35,10,3,9,16,0.318,3.14,2,0,0,0,122,10,11,2,1,6 +contrjo01,2006,1,CHA,AL,13,9,30,30,1,1,0,588,194,93,20,55,134,0.256,4.27,4,16,10,0,833,0,101,2,8,12 +cookaa01,2006,1,COL,NL,9,15,32,32,0,0,0,638,242,100,17,55,92,0.288,4.23,11,2,7,0,915,0,107,8,5,28 +corcoro01,2006,1,WAS,NL,0,1,6,0,0,0,0,17,12,7,1,4,6,0.414,11.12,0,0,0,0,34,2,8,0,1,0 +corcoti02,2006,1,TBA,AL,5,9,21,16,0,0,0,271,92,44,10,48,59,0.271,4.38,3,0,4,1,396,2,48,1,4,12 +cordech01,2006,1,WAS,NL,7,4,68,0,0,0,29,220,59,26,13,22,69,0.215,3.19,5,0,3,0,307,59,27,6,2,1 +cordefr01,2006,1,TEX,AL,7,4,49,0,0,0,6,146,49,26,5,16,54,0.265,4.81,1,3,3,0,210,21,27,1,5,1 +cordefr01,2006,2,MIL,NL,3,1,28,0,0,0,16,80,20,5,2,16,30,0.213,1.69,1,1,0,0,112,26,5,2,0,6 +coreybr01,2006,1,TEX,AL,1,1,16,0,0,0,0,52,15,5,0,8,13,0.231,2.60,0,0,0,0,75,3,5,1,1,1 +coreybr01,2006,2,BOS,AL,1,0,16,0,0,0,0,65,20,11,1,7,15,0.250,4.57,0,0,2,0,91,0,11,0,2,1 +cormila01,2006,1,ATL,NL,4,5,29,9,0,0,0,221,90,40,8,39,43,0.314,4.89,7,2,2,0,333,5,44,1,4,13 +cormirh01,2006,1,PHI,NL,2,2,43,0,0,0,0,102,27,6,2,13,13,0.225,1.59,3,2,3,0,139,6,6,3,0,6 +cormirh01,2006,2,CIN,NL,0,1,21,0,0,0,0,42,21,7,3,4,6,0.350,4.50,0,0,0,0,66,7,7,2,0,0 +corpama01,2006,1,COL,NL,1,2,35,0,0,0,0,97,36,13,3,8,27,0.286,3.62,1,2,2,0,136,3,13,0,0,4 +correke01,2006,1,SFN,NL,2,0,48,0,0,0,0,209,64,27,5,22,57,0.242,3.49,0,0,3,0,295,9,27,1,4,1 +corteda01,2006,1,COL,NL,3,1,30,0,0,0,0,88,35,14,3,6,14,0.310,4.30,1,0,1,0,124,16,14,2,2,4 +cottsne01,2006,1,CHA,AL,1,2,70,0,0,0,1,162,64,31,12,24,43,0.291,5.17,6,3,3,0,251,14,33,3,1,3 +crainje01,2006,1,MIN,AL,4,5,68,0,0,0,1,230,79,30,6,18,60,0.262,3.52,2,1,2,0,325,24,31,1,2,3 +crucefr01,2006,1,SEA,AL,0,0,4,1,0,0,0,20,10,8,2,6,2,0.370,10.80,0,1,0,0,34,1,8,0,1,1 +cruzju02,2006,1,ARI,NL,5,6,31,15,0,0,0,284,80,44,7,47,88,0.230,4.18,2,2,11,0,413,5,45,5,2,6 +daiglca01,2006,1,ARI,NL,0,0,10,0,0,0,0,37,14,5,1,6,7,0.311,3.65,0,0,0,0,52,1,5,0,1,5 +davieky01,2006,1,ATL,NL,3,7,14,14,1,0,0,190,90,59,14,33,51,0.332,8.38,0,3,3,0,312,0,60,3,2,5 +davisdo02,2006,1,MIL,NL,11,11,34,34,1,1,0,610,206,111,19,102,159,0.266,4.91,1,3,5,0,904,0,118,16,8,21 +davisja02,2006,1,CLE,AL,3,2,39,0,0,0,1,166,67,23,1,14,37,0.302,3.74,2,3,3,0,246,10,28,3,4,4 +dayza01,2006,1,COL,NL,1,2,3,3,0,0,0,40,22,16,3,10,6,0.373,10.80,1,0,1,0,71,0,17,0,1,1 +dayza01,2006,2,WAS,NL,1,3,5,5,0,0,0,80,29,14,2,11,13,0.276,4.73,1,1,2,0,119,0,15,1,0,3 +dejeami01,2006,1,COL,NL,1,0,2,0,0,0,0,5,1,0,0,2,0,0.167,0.00,0,0,0,0,8,1,0,0,0,0 +delarjo01,2006,1,MIL,NL,2,2,18,3,0,0,0,91,32,29,4,22,31,0.269,8.60,1,4,1,0,146,4,30,1,3,2 +delarjo01,2006,2,KCA,AL,3,4,10,10,0,0,0,146,49,28,10,32,36,0.263,5.18,0,2,1,1,221,0,29,1,1,7 +delcama01,2006,1,BOS,AL,2,0,50,0,0,0,0,160,68,30,2,17,45,0.309,5.06,2,0,2,0,243,11,32,3,1,4 +demarch01,2006,1,MIL,NL,0,1,10,0,0,0,0,41,10,9,4,9,11,0.200,5.93,0,0,2,0,63,4,11,2,0,0 +dempsry01,2006,1,CHN,NL,1,9,74,0,0,0,24,225,77,40,5,36,67,0.262,4.80,3,6,3,0,342,64,47,5,4,6 +desseel01,2006,1,KCA,AL,5,7,43,0,0,0,2,162,63,27,4,13,36,0.292,4.50,6,2,1,0,234,10,31,3,1,6 +desseel01,2006,2,LAN,NL,0,1,19,0,0,0,0,69,23,12,4,9,16,0.258,4.70,2,1,0,0,100,2,12,2,0,2 +devinjo01,2006,1,ATL,NL,0,0,10,0,0,0,0,19,8,7,1,9,10,0.308,9.95,1,4,1,1,36,1,7,0,0,1 +diazjo01,2006,1,KCA,AL,0,0,4,0,0,0,0,20,10,8,2,8,3,0.345,10.80,0,2,1,0,38,1,8,0,0,1 +dickera01,2006,1,TEX,AL,0,1,1,1,0,0,0,10,8,7,6,1,1,0.471,18.90,0,0,0,0,18,0,7,0,0,0 +dinarle01,2006,1,BOS,AL,1,2,13,6,0,0,0,117,61,34,6,20,17,0.363,7.85,1,1,1,0,190,0,35,0,1,9 +dohmasc01,2006,1,COL,NL,1,1,27,0,0,0,1,74,26,17,4,15,22,0.277,6.20,2,2,2,0,114,9,18,2,0,3 +dohmasc01,2006,2,KCA,AL,1,3,21,0,0,0,0,71,33,21,5,18,22,0.347,7.99,5,3,2,0,117,9,21,2,0,3 +donnebr01,2006,1,LAA,AL,6,0,62,0,0,0,0,192,58,28,8,28,53,0.240,3.94,3,6,4,0,278,17,32,2,2,6 +doteloc01,2006,1,NYA,AL,0,0,14,0,0,0,0,30,18,12,2,11,7,0.383,10.80,1,3,0,0,59,7,13,0,1,1 +downssc01,2006,1,TOR,AL,6,2,59,5,0,0,1,231,73,35,9,30,61,0.249,4.09,6,7,2,0,327,13,38,1,1,9 +dresery01,2006,1,WAS,NL,0,2,2,2,0,0,0,26,9,5,0,8,5,0.290,5.19,0,2,0,0,41,0,8,2,0,0 +duboser01,2006,1,BAL,AL,0,0,2,0,0,0,0,14,10,5,2,3,2,0.500,9.64,0,0,0,0,23,0,5,0,0,4 +duchsju01,2006,1,OAK,AL,2,1,53,0,0,0,9,167,52,18,4,9,51,0.244,2.91,0,3,1,0,224,17,18,1,0,3 +duckwbr01,2006,1,KCA,AL,1,5,10,8,0,0,0,137,62,31,3,24,27,0.332,6.11,4,4,2,0,216,0,36,1,2,5 +dukeza01,2006,1,PIT,NL,10,15,34,34,2,1,0,646,255,107,17,68,117,0.302,4.47,6,8,7,1,935,0,116,13,4,27 +dunnsc01,2006,1,TBA,AL,1,0,7,0,0,0,0,23,17,10,2,4,4,0.436,11.74,0,3,2,0,45,0,10,0,0,1 +durbich01,2006,1,DET,AL,0,0,3,0,0,0,0,18,6,1,1,0,3,0.250,1.50,0,0,0,0,24,1,1,0,0,0 +eatonad01,2006,1,TEX,AL,7,4,13,13,0,0,0,195,78,37,11,24,43,0.299,5.12,0,0,4,0,291,0,38,1,1,4 +eischjo01,2006,1,WAS,NL,0,1,22,0,0,0,0,44,18,14,2,19,18,0.295,8.59,5,1,1,0,83,4,18,0,2,0 +elartsc01,2006,1,KCA,AL,4,9,20,20,0,0,0,344,117,68,26,52,49,0.267,5.34,1,3,6,0,501,0,73,2,2,10 +embreal01,2006,1,SDN,NL,4,3,73,0,0,0,0,157,50,19,4,15,53,0.249,3.27,2,0,0,0,221,11,21,2,3,2 +ericksc01,2006,1,NYA,AL,0,0,9,0,0,0,0,34,13,10,2,7,2,0.283,7.94,2,0,3,0,57,2,12,1,0,2 +escobke01,2006,1,LAA,AL,11,14,30,30,1,0,0,568,192,76,17,50,147,0.264,3.61,2,7,4,0,789,0,93,6,3,15 +estessh01,2006,1,SDN,NL,0,1,1,1,0,0,0,18,5,3,0,3,4,0.217,4.50,0,0,1,0,27,0,3,0,0,1 +etherse01,2006,1,KCA,AL,1,1,2,2,0,0,0,23,10,8,3,6,4,0.313,9.39,0,0,0,0,40,0,9,0,2,0 +evelada01,2006,1,MIL,NL,0,3,9,5,0,0,0,83,39,25,4,16,32,0.331,8.13,2,2,5,0,141,1,25,1,1,1 +eyresc01,2006,1,CHN,NL,1,3,74,0,0,0,0,184,61,23,11,30,73,0.265,3.38,4,6,0,0,266,15,25,2,4,4 +eyrewi01,2006,1,MIN,AL,1,0,42,0,0,0,0,178,75,35,8,22,26,0.309,5.31,4,4,6,0,275,20,36,1,3,5 +falkebr01,2006,1,SLN,NL,0,1,5,0,0,0,0,19,5,2,0,0,5,0.217,2.84,0,0,1,0,25,3,2,1,0,0 +farnsky01,2006,1,NYA,AL,3,6,72,0,0,0,6,198,62,32,8,28,75,0.243,4.36,3,5,1,1,289,24,34,3,2,1 +fasseje01,2006,1,SFN,NL,1,1,10,1,0,0,0,45,23,13,4,8,7,0.365,7.80,0,2,0,0,73,2,13,1,1,2 +feierry01,2006,1,SEA,AL,0,1,4,2,0,0,0,51,15,7,3,7,11,0.231,3.71,0,1,0,2,73,2,7,1,0,2 +feldmsc01,2006,1,TEX,AL,0,2,36,0,0,0,0,124,42,18,4,10,30,0.266,3.92,0,0,4,0,175,5,19,2,1,3 +felicpe01,2006,1,NYN,NL,7,2,64,0,0,0,0,181,56,14,4,20,54,0.248,2.09,1,1,3,0,256,10,15,4,3,6 +fernaja01,2006,1,MIL,NL,0,0,4,0,0,0,0,19,11,7,2,1,1,0.367,9.95,0,0,0,0,31,3,7,0,0,0 +fieldna01,2006,1,COL,NL,1,1,14,0,0,0,0,27,9,4,2,5,14,0.257,4.00,1,1,0,0,40,1,4,0,0,1 +florera01,2006,1,SLN,NL,1,1,65,0,0,0,0,125,49,26,5,22,40,0.290,5.62,3,1,1,0,196,10,29,3,1,3 +florero01,2006,1,OAK,AL,1,2,25,0,0,0,1,89,28,11,3,10,20,0.255,3.34,2,1,0,0,122,11,11,0,2,6 +floydga01,2006,1,PHI,NL,4,3,11,11,1,1,0,163,70,44,14,32,34,0.315,7.29,3,2,3,0,264,0,48,2,5,6 +foggjo01,2006,1,COL,NL,11,9,31,31,1,1,0,516,206,105,24,60,93,0.300,5.49,13,3,6,0,765,0,115,6,5,17 +fortuba01,2006,1,NYN,NL,1,0,2,0,0,0,0,9,7,9,2,2,0,0.467,27.00,0,0,1,0,18,0,9,0,0,1 +fossuca01,2006,1,TBA,AL,6,6,25,25,0,0,0,390,136,77,18,63,88,0.265,5.33,3,4,12,1,594,0,89,2,3,10 +foulkke01,2006,1,BOS,AL,3,1,44,0,0,0,0,149,52,24,9,7,36,0.271,4.35,0,2,2,0,205,16,24,0,4,3 +francfr01,2006,1,TEX,AL,0,1,8,0,0,0,0,22,8,4,2,2,6,0.267,4.91,0,1,0,0,32,2,4,0,0,0 +francje01,2006,1,COL,NL,13,11,32,32,1,1,0,597,187,92,18,69,117,0.250,4.16,15,0,13,0,843,0,101,7,7,24 +frankry01,2006,1,PHI,NL,1,5,46,0,0,0,0,159,59,27,10,17,25,0.280,4.58,4,1,4,0,233,13,28,0,1,6 +frankry01,2006,2,CIN,NL,5,2,20,0,0,0,0,73,27,12,3,16,18,0.297,4.44,6,1,0,0,110,6,14,2,1,3 +frankwa01,2006,1,ATL,NL,0,0,11,0,0,0,0,23,8,6,2,6,3,0.296,7.04,2,0,0,0,35,3,6,0,2,2 +frasoja01,2006,1,TOR,AL,3,2,51,0,0,0,0,150,47,24,8,17,51,0.244,4.32,1,3,2,0,215,12,24,0,3,1 +frutoem01,2006,1,SEA,AL,2,2,23,0,0,0,1,108,34,22,4,24,34,0.246,5.50,1,4,2,0,165,6,24,0,1,3 +fuentbr01,2006,1,COL,NL,3,4,66,0,0,0,30,196,50,25,8,26,73,0.209,3.44,4,6,6,0,274,58,25,2,1,4 +fulchje01,2006,1,FLO,NL,0,0,1,0,0,0,0,1,0,0,0,1,0,0.000,0.00,0,0,0,0,2,0,0,0,0,0 +fultzaa01,2006,1,PHI,NL,3,1,66,1,0,0,0,214,80,36,7,28,62,0.288,4.54,8,5,2,0,317,12,39,3,6,6 +gabbaka01,2006,1,BOS,AL,1,3,7,4,0,0,0,77,24,10,0,16,15,0.255,3.51,0,1,0,1,111,1,11,1,0,6 +gagneer01,2006,1,LAN,NL,0,0,2,0,0,0,1,6,0,0,0,1,3,0.000,0.00,0,0,1,0,8,2,0,0,0,0 +gallomi01,2006,1,HOU,NL,1,2,23,0,0,0,0,49,28,11,3,7,7,0.400,6.06,1,4,2,0,82,7,11,2,1,4 +garcifr02,2006,1,CHA,AL,17,9,33,33,1,0,0,649,228,109,32,48,135,0.267,4.53,3,4,7,0,917,0,116,1,6,14 +garcija01,2006,1,OAK,AL,0,0,2,0,0,0,0,7,2,3,0,2,2,0.250,11.57,0,0,0,0,10,1,3,0,0,1 +garcijo01,2006,1,FLO,NL,0,0,5,0,0,0,0,33,10,6,1,5,8,0.233,4.91,0,0,0,0,48,1,6,0,0,0 +garlajo01,2006,1,CHA,AL,18,7,33,32,1,1,0,634,247,106,26,41,112,0.294,4.51,4,4,6,0,900,0,112,5,8,23 +garzama01,2006,1,MIN,AL,3,6,10,9,0,0,0,150,62,32,6,23,38,0.301,5.76,0,1,0,0,232,0,33,0,3,3 +gaudich01,2006,1,OAK,AL,4,2,55,0,0,0,2,192,51,22,3,42,36,0.222,3.09,2,2,1,2,276,13,24,0,3,6 +gearyge01,2006,1,PHI,NL,7,1,81,0,0,0,1,274,103,30,6,20,60,0.287,2.96,4,2,6,0,390,17,34,3,1,15 +germafr01,2006,1,FLO,NL,0,0,12,0,0,0,0,36,7,4,1,14,6,0.171,3.00,2,0,1,0,57,3,4,1,0,0 +germaju01,2006,1,CIN,NL,0,1,2,1,0,0,0,20,8,4,1,3,8,0.296,5.40,1,0,1,0,31,0,4,0,0,2 +glavito02,2006,1,NYN,NL,15,7,32,32,0,0,0,594,202,84,22,62,131,0.267,3.82,7,1,6,0,842,0,94,11,7,18 +gobblji01,2006,1,KCA,AL,4,6,60,6,0,0,2,252,95,48,12,29,80,0.282,5.14,1,4,1,0,370,17,51,3,0,8 +gonzaed01,2006,1,ARI,NL,3,4,11,5,0,0,0,128,45,20,7,9,28,0.273,4.22,0,2,3,0,182,1,20,4,1,4 +gonzaen01,2006,1,ARI,NL,3,7,22,18,0,0,0,319,114,67,14,34,66,0.275,5.67,0,1,4,0,462,1,71,7,3,6 +gonzaje01,2006,1,NYN,NL,0,0,3,3,0,0,0,42,21,12,4,6,8,0.362,7.71,1,0,0,0,67,0,12,2,1,0 +gonzaje01,2006,2,MIL,NL,4,2,21,1,0,0,0,126,50,24,6,17,36,0.298,5.14,1,0,2,0,193,3,31,4,2,1 +gonzami02,2006,1,PIT,NL,3,4,54,0,0,0,24,162,42,13,1,31,64,0.213,2.17,2,0,2,0,234,47,13,3,1,2 +gordoto01,2006,1,PHI,NL,3,4,59,0,0,0,34,178,53,22,9,22,68,0.233,3.34,4,3,1,0,253,53,23,2,1,3 +gorzeto01,2006,1,PIT,NL,2,5,11,11,0,0,0,185,50,26,3,31,40,0.226,3.79,2,3,4,0,267,0,29,7,4,6 +goslimi01,2006,1,CIN,NL,0,0,1,0,0,0,0,4,1,2,1,1,1,0.200,13.50,0,0,1,0,7,0,2,0,0,0 +grabojo02,2006,1,PIT,NL,4,2,72,0,0,0,0,209,68,32,7,30,66,0.260,4.13,3,0,3,0,303,17,34,5,3,5 +graveda01,2006,1,CLE,AL,2,1,13,0,0,0,0,42,18,9,3,5,3,0.305,5.79,1,1,0,0,65,5,12,0,1,2 +greense01,2006,1,SEA,AL,0,0,24,0,0,0,0,96,34,16,2,13,15,0.279,4.50,1,2,2,0,139,11,16,1,1,5 +greggke01,2006,1,LAA,AL,3,4,32,3,0,0,0,235,88,36,10,21,71,0.280,4.14,0,6,2,0,341,12,41,0,3,4 +greinza01,2006,1,KCA,AL,1,0,3,0,0,0,0,19,7,3,1,3,5,0.280,4.26,2,0,0,0,28,1,3,0,0,0 +grillja01,2006,1,DET,AL,2,3,51,0,0,0,0,186,61,29,6,25,31,0.261,4.21,3,5,5,0,270,18,31,2,4,5 +grimsja01,2006,1,ARI,NL,1,2,19,0,0,0,0,83,30,15,4,8,10,0.280,4.88,2,1,0,0,118,6,15,3,0,5 +gryboke01,2006,1,WAS,NL,0,0,6,0,0,0,0,17,14,9,3,2,4,0.452,14.29,0,0,1,0,35,1,11,1,0,0 +guarded01,2006,1,SEA,AL,1,3,28,0,0,0,5,69,29,14,8,11,22,0.309,5.48,1,0,0,0,108,15,14,3,0,0 +guarded01,2006,2,CIN,NL,0,0,15,0,0,0,8,42,15,2,2,2,17,0.278,1.29,1,0,1,0,58,11,5,0,1,3 +guerrma02,2006,1,MIN,AL,1,0,39,1,0,0,1,209,78,26,9,21,37,0.287,3.36,0,6,0,0,300,13,29,3,4,5 +guthrje01,2006,1,CLE,AL,0,0,9,1,0,0,0,58,24,15,2,15,14,0.316,6.98,1,3,2,0,93,1,15,0,0,3 +guzmaan01,2006,1,CHN,NL,0,6,15,10,0,0,0,168,68,46,9,37,60,0.308,7.39,1,8,6,1,272,1,48,5,3,3 +haegech01,2006,1,CHA,AL,1,1,7,1,0,0,1,55,12,7,0,13,19,0.182,3.44,0,0,0,0,79,4,10,0,0,2 +halamjo01,2006,1,BAL,AL,3,1,17,1,0,0,0,88,38,20,6,13,12,0.325,6.14,2,0,0,0,132,7,20,1,1,3 +hallaro01,2006,1,TOR,AL,16,5,32,32,4,0,0,660,208,78,19,34,132,0.251,3.19,5,3,5,0,876,0,82,3,5,23 +halsebr01,2006,1,OAK,AL,5,4,52,7,0,0,0,283,108,49,11,46,53,0.288,4.67,7,7,5,0,431,7,53,3,2,11 +hamelco01,2006,1,PHI,NL,9,8,23,23,0,0,0,397,117,60,19,48,145,0.237,4.08,4,5,3,0,558,0,66,6,8,5 +hammeja01,2006,1,TBA,AL,0,6,9,9,0,0,0,132,61,38,7,21,32,0.333,7.77,0,3,1,2,208,0,38,0,3,3 +hammoch01,2006,1,CIN,NL,1,1,29,0,0,0,0,86,36,22,5,5,23,0.303,6.91,0,0,0,0,125,7,23,1,0,3 +hampsju01,2006,1,COL,NL,1,0,5,1,0,0,0,36,19,10,3,5,9,0.352,7.50,0,1,1,0,60,0,10,0,0,1 +hamulti01,2006,1,LAN,NL,0,3,33,0,0,0,0,102,36,24,7,22,34,0.265,6.35,1,2,2,1,161,12,28,1,0,5 +hancojo01,2006,1,SLN,NL,3,3,62,0,0,0,1,231,70,35,9,23,50,0.241,4.09,2,3,1,1,323,15,37,4,4,10 +hansade01,2006,1,BOS,AL,1,1,2,2,1,1,0,30,6,3,2,1,8,0.171,2.70,0,0,0,0,36,0,3,0,0,1 +hansecr01,2006,1,BOS,AL,2,2,38,0,0,0,0,114,46,28,5,15,30,0.305,6.63,0,1,4,0,176,11,32,3,3,4 +haranaa01,2006,1,CIN,NL,16,11,36,35,6,2,0,703,242,98,28,56,216,0.269,3.76,8,6,8,1,993,0,109,21,8,15 +harderi01,2006,1,OAK,AL,4,0,9,9,0,0,0,140,31,22,5,26,49,0.191,4.24,0,0,1,0,191,0,22,0,2,3 +harenda01,2006,1,OAK,AL,14,13,34,34,2,0,0,669,224,102,31,45,176,0.258,4.12,6,10,10,0,930,0,109,3,3,16 +harpetr01,2006,1,TBA,AL,2,0,30,0,0,0,0,126,62,23,6,13,32,0.348,4.93,1,2,2,1,196,7,27,2,1,3 +harrije02,2006,1,SEA,AL,0,0,3,0,0,0,0,10,3,2,0,0,1,0.250,5.40,0,0,0,0,12,1,2,0,0,1 +harvich01,2006,1,TBA,AL,0,2,32,0,0,0,1,123,44,27,5,22,30,0.277,5.93,2,4,0,2,184,14,27,2,1,4 +hawkila01,2006,1,BAL,AL,3,2,60,0,0,0,0,181,73,30,4,15,27,0.300,4.48,3,2,0,0,261,12,30,1,2,4 +heilmaa01,2006,1,NYN,NL,4,5,74,0,0,0,0,261,73,35,5,28,73,0.231,3.62,2,5,3,0,356,14,37,7,2,8 +helliri01,2006,1,MIL,NL,0,2,20,2,0,0,0,105,25,16,6,15,32,0.202,4.11,0,1,0,0,142,4,17,1,2,3 +hendrbe01,2006,1,MIL,NL,0,2,4,3,0,0,0,36,21,16,0,9,8,0.382,12.00,0,4,0,0,65,0,17,0,1,0 +hendrma01,2006,1,TBA,AL,4,8,13,13,1,1,0,269,81,38,10,34,51,0.241,3.81,0,4,2,0,377,0,42,2,3,11 +hendrma01,2006,2,LAN,NL,2,7,18,12,0,0,0,225,92,39,7,28,48,0.299,4.68,0,2,2,1,342,0,45,3,1,4 +hennebr01,2006,1,SFN,NL,5,6,34,12,0,0,1,298,92,47,12,42,42,0.251,4.26,1,3,10,0,428,9,53,6,2,10 +hennse01,2006,1,NYA,AL,0,1,4,1,0,0,0,28,11,5,2,5,7,0.297,4.82,0,0,1,0,44,0,5,0,1,1 +henslcl01,2006,1,SDN,NL,11,12,37,29,1,1,0,561,174,77,15,76,122,0.250,3.71,7,3,3,0,787,2,82,10,3,27 +hergema01,2006,1,FLO,NL,2,3,66,0,0,0,0,213,94,34,5,28,36,0.321,4.31,5,1,3,0,328,21,42,3,1,11 +hermadu01,2006,1,CHA,AL,0,0,6,0,0,0,0,20,6,3,2,1,5,0.240,4.05,1,0,1,0,27,3,3,0,0,1 +hernafe02,2006,1,SEA,AL,12,14,31,31,2,1,0,573,195,96,23,60,176,0.262,4.52,2,11,6,0,816,0,105,2,3,18 +hernali01,2006,1,WAS,NL,9,8,24,24,0,0,0,440,176,87,22,52,89,0.298,5.34,4,0,2,0,661,0,94,10,7,9 +hernali01,2006,2,ARI,NL,4,5,10,10,0,0,0,208,70,29,7,26,39,0.266,3.76,2,1,2,0,298,0,31,6,1,3 +hernaor01,2006,1,ARI,NL,2,4,9,9,0,0,0,137,52,31,8,20,52,0.292,6.11,3,0,4,0,204,0,32,2,0,3 +hernaor01,2006,2,NYN,NL,9,7,20,20,1,0,0,350,103,53,14,41,112,0.236,4.09,2,1,8,3,495,0,58,5,5,3 +hernaro01,2006,1,PIT,NL,0,3,46,0,0,0,2,129,46,14,3,24,33,0.264,2.93,7,3,1,0,202,14,24,2,1,3 +hernaro01,2006,2,NYN,NL,0,0,22,0,0,0,0,62,15,8,2,8,15,0.208,3.48,1,2,0,0,83,5,8,3,0,1 +hernaru03,2006,1,KCA,AL,6,10,21,21,1,1,0,329,145,79,22,48,50,0.327,6.48,0,3,6,2,508,0,87,3,8,13 +hillri01,2006,1,CHN,NL,6,7,17,16,2,1,0,298,83,46,16,39,90,0.227,4.17,1,3,2,0,417,1,51,8,3,5 +hillsh01,2006,1,WAS,NL,1,3,6,6,0,0,0,110,43,19,2,12,16,0.297,4.66,2,1,3,0,163,0,20,2,1,3 +hirshja01,2006,1,HOU,NL,3,4,9,9,0,0,0,134,48,30,11,22,29,0.267,6.04,2,4,3,0,206,0,32,0,1,2 +hoeyja02,2006,1,BAL,AL,0,1,12,0,0,0,0,29,14,11,1,5,6,0.359,10.24,0,0,2,1,49,2,11,1,2,1 +hoffmtr01,2006,1,SDN,NL,0,2,65,0,0,0,46,189,48,15,6,13,50,0.205,2.14,1,2,1,0,248,50,16,0,0,5 +holtzmi01,2006,1,BOS,AL,0,0,3,0,0,0,0,5,3,3,0,4,2,0.429,16.20,0,0,1,0,13,1,3,1,0,0 +howeljp01,2006,1,TBA,AL,1,3,8,8,0,0,0,127,52,24,4,14,33,0.310,5.10,0,1,3,0,187,0,25,0,2,6 +howrybo01,2006,1,CHN,NL,4,5,84,0,0,0,5,230,70,27,8,17,71,0.245,3.17,4,1,3,0,314,26,28,5,3,3 +huberjo01,2006,1,SEA,AL,2,1,16,0,0,0,0,50,10,2,0,6,11,0.172,1.08,1,0,0,0,66,4,3,2,0,2 +hudsolu01,2006,1,KCA,AL,7,6,26,15,0,0,0,306,109,58,7,38,64,0.276,5.12,1,6,4,0,440,1,62,0,3,17 +hudsoti01,2006,1,ATL,NL,13,12,35,35,2,1,0,655,235,118,25,79,141,0.273,4.86,10,7,9,0,959,0,129,8,3,20 +hughetr01,2006,1,WAS,NL,0,0,8,0,0,0,0,34,13,8,2,6,4,0.310,6.35,1,1,3,0,54,2,8,2,1,2 +humbeph01,2006,1,NYN,NL,0,0,2,0,0,0,0,6,0,0,0,1,2,0.000,0.00,0,0,0,0,7,1,0,0,0,0 +isrinja01,2006,1,SLN,NL,4,8,59,0,0,0,33,175,47,23,10,38,52,0.222,3.55,3,3,3,0,257,51,25,1,3,5 +jacksed01,2006,1,TBA,AL,0,0,23,1,0,0,0,109,42,22,2,25,27,0.292,5.45,0,3,1,1,174,7,27,2,2,4 +jacksza01,2006,1,MIL,NL,2,2,8,7,0,0,0,115,48,23,6,14,22,0.304,5.40,0,1,4,0,178,1,26,1,1,5 +jamesch03,2006,1,ATL,NL,11,4,25,18,0,0,0,357,101,50,20,47,91,0.232,3.78,2,2,6,0,504,0,54,8,7,5 +janssca01,2006,1,TOR,AL,6,10,19,17,0,0,0,282,103,53,12,21,44,0.275,5.07,3,3,7,2,407,1,58,2,2,7 +jarvike01,2006,1,ARI,NL,0,1,5,1,0,0,0,34,18,15,2,5,6,0.360,11.91,0,2,1,0,58,1,15,0,2,0 +jarvike01,2006,2,BOS,AL,0,1,4,3,0,0,0,50,22,9,1,6,7,0.324,4.86,1,0,1,0,77,1,12,1,1,3 +jenksbo01,2006,1,CHA,AL,3,4,67,0,0,0,41,209,66,31,5,31,80,0.253,4.00,10,3,2,0,300,58,32,4,2,8 +jennija01,2006,1,COL,NL,9,13,32,32,3,2,0,636,206,89,17,85,142,0.258,3.78,7,10,3,0,902,0,94,8,6,21 +jimence01,2006,1,SEA,AL,0,0,4,1,0,0,0,22,13,12,4,4,3,0.382,14.73,0,2,0,0,38,1,12,0,0,1 +jimenub01,2006,1,COL,NL,0,0,2,1,0,0,0,23,5,3,1,3,3,0.185,3.52,0,0,0,0,30,0,4,0,0,0 +johnsja02,2006,1,CLE,AL,3,8,14,14,0,0,0,231,108,51,10,22,32,0.341,5.96,0,6,2,0,348,0,55,1,6,14 +johnsja02,2006,2,BOS,AL,0,4,6,6,0,0,0,88,41,24,3,13,18,0.333,7.36,0,2,2,0,141,0,26,0,2,5 +johnsja02,2006,3,CIN,NL,0,0,4,0,0,0,0,26,11,3,1,0,4,0.297,3.12,0,0,1,0,38,0,5,0,0,1 +johnsji04,2006,1,BAL,AL,0,1,1,1,0,0,0,9,9,8,1,3,0,0.563,24.00,0,0,1,0,21,0,8,0,1,0 +johnsjo09,2006,1,FLO,NL,12,7,31,24,0,0,0,471,136,54,14,68,133,0.236,3.10,6,3,4,1,659,1,63,11,0,14 +johnsra05,2006,1,NYA,AL,17,11,33,33,2,0,0,615,194,114,28,60,172,0.250,5.00,1,3,10,2,860,0,125,6,7,12 +johnsty01,2006,1,SLN,NL,2,4,56,0,0,0,0,109,33,20,5,23,37,0.244,4.95,2,2,4,0,164,12,21,1,1,4 +jonesgr01,2006,1,LAA,AL,0,0,5,0,0,0,0,18,8,4,1,2,1,0.348,6.00,0,0,0,0,28,2,5,0,3,1 +jonesto02,2006,1,DET,AL,2,6,62,0,0,0,37,192,70,28,4,11,28,0.276,3.94,3,2,3,0,272,56,31,3,1,8 +juliojo01,2006,1,NYN,NL,1,2,18,0,0,0,1,64,21,12,4,10,33,0.247,5.06,1,2,1,0,96,12,15,0,0,2 +juliojo01,2006,2,ARI,NL,1,2,44,0,0,0,15,134,31,19,6,25,55,0.190,3.83,1,7,0,0,189,32,20,1,0,0 +karsast01,2006,1,OAK,AL,1,0,9,0,0,0,0,28,13,6,4,3,5,0.351,5.79,1,0,1,0,43,5,6,1,1,2 +karstje01,2006,1,NYA,AL,2,1,8,6,0,0,0,128,40,18,6,11,16,0.242,3.80,2,3,1,1,179,2,20,0,2,1 +kazmisc01,2006,1,TBA,AL,10,8,24,24,1,1,0,434,132,52,15,52,163,0.240,3.24,3,6,2,0,610,0,59,0,5,7 +keislra01,2006,1,OAK,AL,0,0,11,0,0,0,0,30,14,5,3,2,5,0.350,4.50,1,0,0,0,42,2,5,0,0,3 +kennejo04,2006,1,OAK,AL,4,1,39,0,0,0,1,105,34,9,1,13,29,0.254,2.31,3,2,1,0,148,8,10,0,0,6 +kensilo01,2006,1,FLO,NL,1,3,37,0,0,0,1,113,30,19,6,19,45,0.221,4.54,2,0,3,0,161,10,19,3,0,1 +keppebo01,2006,1,KCA,AL,0,4,8,6,0,0,0,103,45,21,6,15,20,0.326,5.50,2,0,1,0,157,0,21,1,2,4 +kimby01,2006,1,COL,NL,8,12,27,27,0,0,0,465,179,96,18,61,129,0.295,5.57,8,5,8,1,689,0,103,8,5,17 +kimsu01,2006,1,COL,NL,0,0,6,0,0,0,0,21,17,15,2,8,4,0.500,19.29,0,1,1,0,45,1,15,0,2,0 +kimsu01,2006,2,CIN,NL,0,1,2,1,0,0,0,20,7,4,3,0,4,0.259,5.40,0,2,0,0,28,0,4,0,1,0 +kingra01,2006,1,COL,NL,1,4,67,0,0,0,1,134,56,22,6,20,23,0.327,4.43,0,3,2,0,199,7,26,3,3,12 +kinnejo01,2006,1,SLN,NL,0,0,21,0,0,0,0,75,17,9,3,8,22,0.189,3.24,0,0,1,0,99,4,9,0,0,3 +klinest02,2006,1,SFN,NL,4,3,72,0,0,0,1,155,53,21,3,26,33,0.275,3.66,3,1,1,0,227,17,24,6,1,7 +kolbda01,2006,1,MIL,NL,2,2,53,0,0,0,1,145,53,26,4,20,26,0.282,4.84,1,5,1,0,213,18,28,1,3,8 +kominsh01,2006,1,OAK,AL,0,0,2,2,0,0,0,27,10,5,3,8,1,0.270,5.00,1,0,0,0,45,0,5,0,0,1 +koplomi01,2006,1,ARI,NL,0,0,2,0,0,0,0,9,5,1,0,2,1,0.417,3.00,0,0,0,0,15,0,1,1,0,0 +koronjo01,2006,1,TEX,AL,7,7,23,23,0,0,0,375,145,79,17,47,61,0.294,5.69,2,4,5,1,554,0,80,1,7,10 +kuoho01,2006,1,LAN,NL,1,5,28,5,0,0,0,179,54,28,3,33,71,0.244,4.22,5,2,1,0,258,6,30,2,1,7 +lackejo01,2006,1,LAA,AL,13,11,33,33,3,2,0,653,203,86,14,72,190,0.246,3.56,4,16,9,0,922,0,98,8,6,18 +laraju01,2006,1,CLE,AL,0,0,9,0,0,0,0,15,4,1,0,1,2,0.222,1.80,0,0,0,0,19,1,2,0,0,2 +leagubr01,2006,1,TOR,AL,1,2,33,0,0,0,1,128,34,12,3,9,29,0.214,2.53,2,0,3,0,173,8,17,2,0,7 +ledezwi01,2006,1,DET,AL,3,3,24,7,0,0,0,181,60,24,5,23,39,0.254,3.58,0,2,2,0,264,2,28,2,1,2 +leecl02,2006,1,CLE,AL,14,11,33,33,1,0,0,602,224,98,29,58,129,0.278,4.40,3,3,8,0,882,0,114,3,6,14 +lehrju01,2006,1,MIL,NL,2,1,16,0,0,0,0,47,24,15,2,7,12,0.369,8.62,1,1,1,0,75,4,16,1,1,4 +lerewan01,2006,1,ATL,NL,0,0,1,0,0,0,0,6,5,5,0,3,1,0.455,22.50,0,0,1,0,15,0,5,0,0,0 +lestejo01,2006,1,BOS,AL,7,2,15,15,0,0,0,244,91,43,7,43,60,0.294,4.76,1,5,5,0,367,0,43,2,8,8 +lewisco01,2006,1,DET,AL,0,0,2,0,0,0,0,9,8,1,1,1,5,0.471,3.00,0,0,0,0,18,1,1,0,0,0 +lidgebr01,2006,1,HOU,NL,1,5,78,0,0,0,32,225,69,44,10,36,104,0.238,5.28,4,11,6,0,340,52,47,6,2,2 +lidleco01,2006,1,PHI,NL,8,7,21,21,0,0,0,376,132,66,19,39,98,0.271,4.74,3,4,8,0,542,0,74,4,4,12 +lidleco01,2006,2,NYA,AL,4,3,10,9,0,0,0,136,49,26,11,19,32,0.272,5.16,1,1,3,0,203,0,26,1,0,3 +liebejo01,2006,1,PHI,NL,9,11,27,27,2,1,0,504,196,92,27,24,100,0.291,4.93,3,3,6,0,714,0,100,6,4,12 +lillyte01,2006,1,TOR,AL,15,13,32,32,0,0,0,545,179,87,28,81,160,0.254,4.31,6,7,4,4,797,0,98,4,2,13 +limajo01,2006,1,NYN,NL,0,4,4,4,0,0,0,52,25,19,3,10,12,0.329,9.87,0,1,2,1,91,0,22,2,1,1 +linebsc01,2006,1,SDN,NL,7,4,73,0,0,0,2,227,70,30,9,22,68,0.243,3.57,3,2,1,0,314,11,31,1,2,3 +liriafr01,2006,1,MIN,AL,12,3,28,16,0,0,1,363,89,29,9,32,144,0.205,2.16,0,9,1,1,473,2,31,4,2,17 +littlwe01,2006,1,TEX,AL,2,1,33,0,0,0,1,109,23,7,2,13,17,0.189,1.73,0,0,2,0,138,6,7,0,1,9 +livinbo01,2006,1,SEA,AL,0,0,3,0,0,0,0,15,9,10,2,6,3,0.375,18.00,1,0,2,0,32,1,10,0,0,0 +loaizes01,2006,1,OAK,AL,11,9,26,26,2,1,0,464,179,84,17,40,97,0.288,4.89,3,2,5,0,679,0,92,5,8,12 +loeka01,2006,1,TEX,AL,3,6,15,15,1,1,0,235,105,51,10,22,34,0.317,5.86,0,3,1,0,358,0,54,1,3,7 +loewead01,2006,1,BAL,AL,6,6,22,19,0,0,0,337,111,67,8,62,98,0.259,5.37,0,3,8,1,504,1,72,1,4,9 +loganbo02,2006,1,CHA,AL,0,0,21,0,0,0,1,52,21,16,2,15,15,0.288,8.31,2,1,3,0,93,4,18,1,1,2 +lohseky01,2006,1,MIN,AL,2,5,22,8,0,0,0,191,80,50,8,25,46,0.308,7.07,2,1,6,1,295,5,50,1,3,4 +lohseky01,2006,2,CIN,NL,3,5,12,11,0,0,0,189,70,32,7,19,51,0.288,4.57,2,2,0,0,271,1,33,7,2,6 +loopebr01,2006,1,SLN,NL,9,3,69,0,0,0,0,220,76,29,3,20,41,0.277,3.56,5,0,2,0,308,28,30,7,5,9 +lopezja02,2006,1,BOS,AL,1,0,27,0,0,0,1,50,13,5,1,10,11,0.232,2.70,1,0,2,0,69,8,10,0,1,5 +lopezro01,2006,1,BAL,AL,9,18,36,29,0,0,0,567,234,124,32,59,136,0.302,5.90,2,6,4,1,847,2,129,5,5,9 +lowede01,2006,1,LAN,NL,16,8,35,34,1,0,0,654,221,88,14,55,123,0.262,3.63,2,3,5,2,913,1,97,7,2,29 +lowema01,2006,1,SEA,AL,1,0,15,0,0,0,0,56,12,4,1,9,20,0.190,1.93,1,1,2,0,75,3,4,1,0,3 +lowryno01,2006,1,SFN,NL,7,10,27,27,1,1,0,478,166,84,21,56,84,0.273,4.74,2,2,6,1,689,0,89,11,7,14 +lugoru01,2006,1,TBA,AL,2,4,64,0,0,0,0,255,75,36,4,37,48,0.240,3.81,0,3,5,0,363,24,39,1,7,11 +lyonbr01,2006,1,ARI,NL,2,4,68,0,0,0,0,208,68,30,7,22,46,0.258,3.89,7,1,0,0,293,22,32,3,4,6 +mabeuch01,2006,1,MIL,NL,0,0,1,0,0,0,0,5,4,4,1,3,2,0.444,21.60,0,3,0,0,12,0,4,0,0,0 +macdomi01,2006,1,KCA,AL,0,0,4,0,0,0,1,12,2,0,0,0,2,0.154,0.00,0,0,0,0,13,3,0,0,0,1 +macdomi01,2006,2,CHA,AL,1,1,25,0,0,0,0,75,19,5,1,6,19,0.213,1.80,0,1,1,0,97,4,5,1,0,5 +maddugr01,2006,1,CHN,NL,9,11,22,22,0,0,0,409,153,71,14,23,81,0.284,4.69,3,0,0,0,572,0,78,7,3,10 +maddugr01,2006,2,LAN,NL,6,3,12,12,0,0,0,221,66,27,6,14,36,0.244,3.30,4,0,0,0,290,0,31,4,2,7 +madsory01,2006,1,PHI,NL,11,9,50,17,0,0,2,403,176,85,20,50,99,0.321,5.69,4,12,10,0,620,8,92,9,3,12 +mahayro01,2006,1,TEX,AL,1,3,62,0,0,0,0,171,54,25,7,28,56,0.250,3.95,2,1,0,0,246,14,30,1,1,7 +maholpa01,2006,1,PIT,NL,8,10,30,30,0,0,0,528,202,93,19,81,117,0.295,4.76,6,3,12,1,788,0,98,7,4,23 +mainejo01,2006,1,NYN,NL,6,5,16,15,1,1,0,270,69,36,15,33,71,0.212,3.60,1,3,2,0,365,1,40,3,1,3 +majewga01,2006,1,WAS,NL,3,2,46,0,0,0,0,166,49,22,4,25,34,0.233,3.58,1,6,1,0,237,14,24,1,0,6 +majewga01,2006,2,CIN,NL,1,2,19,0,0,0,0,45,30,14,1,4,9,0.435,8.40,2,0,3,0,79,7,14,0,3,1 +manonju01,2006,1,BAL,AL,0,1,22,0,0,0,0,60,23,12,5,16,22,0.274,5.40,1,1,2,0,103,8,13,1,0,0 +marcush01,2006,1,TOR,AL,3,4,21,14,0,0,0,235,87,44,14,38,65,0.279,5.06,3,1,4,0,357,3,44,1,2,6 +marmoca01,2006,1,CHN,NL,5,7,19,13,0,0,0,231,71,52,14,59,59,0.250,6.08,2,3,5,1,356,1,54,6,2,2 +marotmi01,2006,1,DET,AL,5,2,13,9,0,0,0,161,64,25,11,16,24,0.295,4.19,1,0,1,0,234,2,26,0,0,6 +marquja01,2006,1,SLN,NL,14,16,33,33,0,0,0,583,221,130,35,75,96,0.289,6.02,2,2,16,1,870,0,136,12,3,18 +marshse01,2006,1,CHN,NL,6,9,24,24,0,0,0,377,132,78,20,59,77,0.270,5.59,3,6,7,0,563,0,85,7,1,12 +marteda01,2006,1,PIT,NL,1,7,75,0,0,0,0,175,51,24,5,31,63,0.244,3.70,6,3,4,1,255,15,30,8,3,5 +martica03,2006,1,FLO,NL,0,1,12,0,0,0,0,31,9,2,0,6,11,0.250,1.74,0,0,0,0,44,4,2,0,2,0 +martipe02,2006,1,NYN,NL,9,8,23,23,0,0,0,398,108,66,19,39,137,0.220,4.48,2,2,10,1,550,0,72,6,5,7 +martito02,2006,1,COL,NL,2,0,68,0,0,0,0,181,62,34,4,25,46,0.264,5.07,5,1,4,0,266,9,37,1,1,7 +masseni01,2006,1,TEX,AL,0,0,8,0,0,0,0,26,9,4,0,2,4,0.300,4.15,0,0,2,0,36,7,4,0,2,2 +mastnto01,2006,1,CLE,AL,0,1,15,0,0,0,5,49,17,10,1,8,14,0.279,5.51,1,0,1,0,73,12,10,1,2,1 +mateoju01,2006,1,SEA,AL,9,4,48,0,0,0,0,161,62,25,6,22,31,0.297,4.19,8,1,3,0,241,13,27,2,5,4 +mateoju02,2006,1,CHN,NL,1,3,11,10,0,0,0,137,51,27,6,23,35,0.288,5.32,1,1,3,0,210,0,31,5,2,5 +mathisc01,2006,1,PHI,NL,1,4,9,8,0,0,0,112,48,31,8,16,28,0.312,7.47,1,2,1,1,177,0,36,5,1,2 +maysjo01,2006,1,KCA,AL,0,4,6,6,0,0,0,71,38,27,7,14,9,0.369,10.27,0,3,0,0,120,0,33,1,2,4 +maysjo01,2006,2,CIN,NL,0,1,7,4,0,0,0,81,40,22,4,12,16,0.342,7.33,2,3,0,0,130,0,23,1,0,2 +mcbrima01,2006,1,ATL,NL,4,1,71,0,0,0,1,170,53,23,2,32,46,0.248,3.65,4,3,1,0,249,13,28,2,0,7 +mccarbr01,2006,1,CHA,AL,4,7,53,2,0,0,0,254,77,44,17,33,69,0.243,4.68,9,5,0,0,354,13,44,3,1,9 +mccluse01,2006,1,TBA,AL,6,12,39,15,0,0,6,309,120,72,14,68,59,0.294,6.29,5,7,3,0,489,20,77,1,9,7 +mcgowdu01,2006,1,TOR,AL,1,2,16,3,0,0,0,82,35,22,2,25,22,0.304,7.24,2,3,2,1,143,3,27,0,1,1 +mcleama01,2006,1,PIT,NL,2,0,5,2,0,0,0,53,17,4,1,6,8,0.258,2.04,1,1,0,0,73,1,5,0,1,2 +meadobr01,2006,1,TBA,AL,3,6,53,0,0,0,8,209,90,40,14,15,35,0.313,5.17,4,2,0,0,311,27,43,1,6,6 +mechegi01,2006,1,SEA,AL,11,8,32,32,1,0,0,560,183,93,24,84,156,0.256,4.48,2,4,8,2,811,0,106,3,2,16 +meddebr01,2006,1,ARI,NL,5,3,60,0,0,0,0,215,76,29,5,28,47,0.270,3.64,3,2,2,0,316,13,37,3,2,8 +merckke01,2006,1,CIN,NL,1,1,37,0,0,0,1,85,28,13,6,11,17,0.259,4.13,1,1,0,1,123,7,15,3,1,4 +meredcl01,2006,1,SDN,NL,5,1,45,0,0,0,0,152,30,6,3,6,37,0.170,1.07,3,0,2,2,185,11,6,1,0,4 +mesajo01,2006,1,COL,NL,1,5,79,0,0,0,1,217,73,31,9,36,39,0.270,3.86,6,4,5,1,315,26,32,2,2,13 +messera01,2006,1,FLO,NL,2,7,59,0,0,0,0,181,72,38,8,24,45,0.296,5.67,2,3,1,0,275,10,42,5,2,6 +micelda01,2006,1,TBA,AL,1,2,33,0,0,0,4,96,25,14,4,20,18,0.217,3.94,3,3,1,0,142,14,17,3,3,1 +michach01,2006,1,CIN,NL,2,4,8,6,0,0,0,105,42,19,6,16,10,0.304,4.89,2,1,3,1,162,0,21,5,0,6 +millean01,2006,1,DET,AL,0,1,8,0,0,0,0,31,8,7,0,10,6,0.205,6.10,0,1,2,0,51,3,9,0,0,1 +millema02,2006,1,CLE,AL,1,0,14,0,0,0,0,47,11,6,2,9,12,0.212,3.45,0,0,2,0,65,3,6,0,2,4 +milletr02,2006,1,HOU,NL,2,3,70,0,0,0,1,152,42,17,7,13,56,0.225,3.02,2,1,4,0,207,14,17,1,2,2 +millewa04,2006,1,CHN,NL,0,2,5,5,0,0,0,65,19,11,4,18,20,0.232,4.57,1,1,1,0,103,0,12,2,0,0 +millwke01,2006,1,TEX,AL,16,12,34,34,2,0,0,645,228,108,23,53,157,0.272,4.52,4,6,4,0,907,0,114,8,3,21 +miltoer01,2006,1,CIN,NL,8,8,26,26,0,0,0,458,163,88,29,42,90,0.269,5.19,4,2,5,0,662,0,94,6,3,7 +minerza01,2006,1,DET,AL,7,6,27,16,1,0,0,279,100,50,11,32,59,0.276,4.84,1,1,0,0,398,4,53,2,2,7 +mischpa01,2006,1,SFN,NL,0,0,1,0,0,0,0,3,2,0,0,0,1,0.400,0.00,0,0,0,0,5,0,0,0,0,0 +mitrese01,2006,1,FLO,NL,1,5,15,7,0,0,0,123,44,26,7,20,31,0.275,5.71,3,1,6,0,189,3,28,2,1,5 +moehlbr01,2006,1,FLO,NL,7,11,29,21,0,0,0,366,164,89,19,38,58,0.325,6.57,3,2,5,1,556,2,95,7,2,15 +monteag01,2006,1,CHA,AL,1,0,11,0,0,0,0,42,15,8,3,2,7,0.278,5.14,0,2,0,0,59,6,10,0,3,2 +morilju01,2006,1,COL,NL,0,0,1,1,0,0,0,12,8,7,3,3,4,0.421,15.75,0,0,1,0,24,0,7,1,0,0 +morrima01,2006,1,SFN,NL,10,15,33,33,2,0,0,623,218,115,22,63,117,0.268,4.98,9,1,14,3,903,0,123,9,5,13 +moseldu01,2006,1,LAA,AL,1,0,3,2,0,0,0,33,22,11,3,2,3,0.440,9.00,0,0,0,0,54,1,11,0,1,4 +motagu01,2006,1,CLE,AL,1,3,34,0,0,0,0,113,45,26,9,19,27,0.298,6.21,3,2,0,0,173,13,27,0,3,3 +motagu01,2006,2,NYN,NL,3,0,18,0,0,0,0,54,10,2,2,5,19,0.159,1.00,1,0,0,0,68,4,2,0,0,0 +moyerja01,2006,1,SEA,AL,6,12,25,25,2,1,0,480,179,78,25,44,82,0.285,4.39,3,3,3,1,685,0,85,3,7,15 +moyerja01,2006,2,PHI,NL,5,2,8,8,0,0,0,154,49,23,8,7,26,0.251,4.03,2,0,2,0,209,0,25,2,2,6 +moylape01,2006,1,ATL,NL,0,0,15,0,0,0,0,45,18,8,1,5,14,0.290,4.80,1,0,0,0,68,5,8,1,0,1 +mujiced01,2006,1,CLE,AL,0,1,10,0,0,0,0,55,25,6,1,0,12,0.333,2.95,0,0,1,0,78,2,6,0,2,1 +muldema01,2006,1,SLN,NL,6,7,17,17,0,0,0,280,124,74,19,35,50,0.327,7.14,1,3,5,0,430,0,77,10,1,16 +mulhote01,2006,1,ARI,NL,0,0,5,0,0,0,0,9,7,3,1,1,1,0.500,9.00,0,0,0,0,17,0,3,2,0,0 +muntesc01,2006,1,SFN,NL,0,1,27,0,0,0,0,68,30,22,1,18,7,0.366,8.74,2,0,2,0,110,11,22,7,1,6 +mussimi01,2006,1,NYA,AL,15,7,32,32,1,0,0,592,184,77,22,35,172,0.241,3.51,1,3,5,0,804,0,88,1,1,19 +myersbr01,2006,1,PHI,NL,12,7,31,31,1,0,0,594,194,86,29,63,189,0.257,3.91,3,3,3,0,833,0,93,7,4,20 +myersmi01,2006,1,NYA,AL,1,2,62,0,0,0,0,92,29,11,3,10,22,0.244,3.23,1,1,3,0,132,6,14,0,0,2 +nageocl01,2006,1,SEA,AL,0,0,1,0,0,0,0,3,2,3,1,2,1,0.400,27.00,1,0,0,0,7,0,3,0,0,0 +narvech01,2006,1,SLN,NL,0,0,5,1,0,0,0,28,6,5,1,5,12,0.176,4.82,0,1,1,1,40,1,5,0,0,0 +nathajo01,2006,1,MIN,AL,7,0,64,0,0,0,36,205,38,12,3,16,95,0.158,1.58,4,3,1,0,262,61,12,3,2,1 +nelsoje01,2006,1,CHA,AL,0,1,6,0,0,0,0,8,3,1,1,5,2,0.300,3.38,1,0,0,0,15,3,1,0,0,0 +nelsojo01,2006,1,KCA,AL,1,1,43,0,0,0,9,134,37,22,5,24,44,0.226,4.43,4,1,1,0,193,20,22,3,1,3 +neshepa01,2006,1,MIN,AL,4,2,32,0,0,0,0,111,23,9,6,6,53,0.176,2.19,0,0,0,0,138,3,9,0,1,0 +nievefe01,2006,1,HOU,NL,3,3,40,11,0,0,0,289,87,45,18,41,70,0.242,4.20,5,1,2,0,411,11,46,5,3,9 +nippedu01,2006,1,ARI,NL,0,2,2,2,0,0,0,30,15,13,5,7,9,0.349,11.70,0,0,0,0,51,0,13,1,0,2 +nolasri01,2006,1,FLO,NL,11,11,35,22,0,0,0,420,157,75,20,41,99,0.286,4.82,5,7,10,0,613,0,86,8,6,12 +novoaro01,2006,1,CHN,NL,2,1,66,0,0,0,0,228,77,36,15,32,53,0.262,4.26,5,4,6,0,336,10,47,2,2,9 +nunezle01,2006,1,KCA,AL,0,0,7,0,0,0,0,40,15,7,2,5,7,0.300,4.73,0,0,2,0,58,5,7,0,1,6 +oconnmi01,2006,1,WAS,NL,3,8,21,20,0,0,0,315,96,56,15,45,59,0.244,4.80,5,8,7,0,455,0,61,6,4,8 +oflaher01,2006,1,SEA,AL,0,0,15,0,0,0,0,33,18,5,2,6,6,0.360,4.09,3,2,0,0,57,5,9,1,0,1 +ohkato01,2006,1,MIL,NL,4,5,18,18,0,0,0,291,98,52,12,35,50,0.266,4.82,1,4,5,0,421,0,58,8,4,8 +ohmanwi01,2006,1,CHN,NL,1,1,78,0,0,0,0,196,51,30,6,34,74,0.208,4.13,2,4,5,0,286,14,30,0,2,1 +oliveda02,2006,1,NYN,NL,4,1,45,0,0,0,0,243,70,31,13,21,60,0.231,3.44,2,1,3,0,333,10,33,2,4,5 +olsensc01,2006,1,FLO,NL,12,10,31,31,0,0,0,542,160,81,23,75,166,0.239,4.04,1,8,7,0,761,0,94,7,2,14 +omallry01,2006,1,CHN,NL,1,1,2,2,0,0,0,38,10,3,0,7,4,0.213,2.13,0,0,1,0,55,0,3,0,0,0 +ortizra01,2006,1,WAS,NL,11,16,33,33,0,0,0,572,230,118,31,64,104,0.297,5.57,14,4,18,3,871,0,127,10,4,14 +ortizru01,2006,1,ARI,NL,0,5,6,6,0,0,0,68,27,19,3,22,21,0.303,7.54,1,0,1,0,113,0,21,1,0,3 +ortizru01,2006,2,BAL,AL,0,3,20,5,0,0,0,121,59,38,15,18,23,0.349,8.48,0,2,2,0,190,5,39,0,1,4 +orvelch01,2006,1,TBA,AL,1,5,22,0,0,0,0,73,36,20,6,20,17,0.346,7.40,0,1,3,0,130,5,23,2,1,3 +osorifr01,2006,1,LAN,NL,0,2,12,0,0,0,0,53,27,14,4,9,13,0.360,7.13,1,0,1,0,86,1,14,1,0,4 +oswalro01,2006,1,HOU,NL,15,8,33,32,2,0,0,662,220,73,18,38,166,0.263,2.98,4,1,6,1,896,1,76,12,4,23 +otsukak01,2006,1,TEX,AL,2,4,63,0,0,0,32,179,53,14,3,11,47,0.241,2.11,0,3,0,0,232,48,17,0,1,8 +owenshe01,2006,1,NYN,NL,0,0,3,0,0,0,0,12,4,4,0,4,2,0.286,9.00,0,0,0,0,19,1,4,0,1,1 +padilvi01,2006,1,TEX,AL,15,10,33,33,0,0,0,600,206,100,21,70,156,0.266,4.50,2,4,17,2,872,0,108,6,6,17 +papeljo01,2006,1,BOS,AL,4,2,59,0,0,0,35,205,40,7,3,13,75,0.167,0.92,2,2,1,0,257,49,8,1,2,1 +parkch01,2006,1,SDN,NL,7,7,24,21,1,1,0,410,146,73,20,44,96,0.271,4.81,7,5,10,0,606,0,81,10,4,9 +paronch01,2006,1,ATL,NL,2,3,65,0,0,0,0,170,53,20,5,19,41,0.252,3.18,3,3,3,0,237,11,23,4,1,5 +pattejo02,2006,1,WAS,NL,1,2,8,8,0,0,0,122,36,20,4,9,42,0.237,4.43,1,0,3,0,170,0,21,2,4,1 +pauleda01,2006,1,BOS,AL,0,2,3,3,0,0,0,48,31,14,1,6,10,0.419,7.88,1,0,2,0,82,0,14,0,0,4 +peavyja01,2006,1,SDN,NL,11,14,32,32,2,0,0,607,187,92,23,62,215,0.242,4.09,11,4,6,0,846,0,93,5,1,13 +pelfrmi01,2006,1,NYN,NL,2,1,4,4,0,0,0,64,25,13,1,12,13,0.305,5.48,0,2,3,0,99,0,14,1,1,4 +penato03,2006,1,ARI,NL,3,4,25,0,0,0,1,92,36,19,6,8,21,0.290,5.58,0,1,0,0,135,6,21,2,1,1 +pennha01,2006,1,BAL,AL,0,4,6,6,0,0,0,59,38,33,8,13,8,0.392,15.10,0,0,2,0,112,0,33,0,0,0 +pennybr01,2006,1,LAN,NL,16,9,34,33,0,0,0,567,206,91,19,54,148,0.279,4.33,4,6,9,0,813,0,94,8,3,21 +peraljo01,2006,1,KCA,AL,1,3,64,0,0,0,1,221,74,36,10,17,57,0.263,4.40,2,5,2,0,304,21,37,1,3,9 +perezbe01,2006,1,WAS,NL,2,1,8,3,0,0,0,63,16,9,3,13,9,0.222,3.86,2,0,0,0,87,1,9,2,0,1 +perezju01,2006,1,PIT,NL,0,1,7,0,0,0,0,10,5,3,1,1,3,0.385,8.10,0,0,2,0,17,0,3,0,1,1 +perezod01,2006,1,LAN,NL,4,4,20,8,0,0,0,178,89,45,9,13,33,0.346,6.83,1,4,2,1,275,6,49,1,2,6 +perezod01,2006,2,KCA,AL,2,4,12,12,0,0,0,201,80,42,9,18,48,0.295,5.64,1,2,1,1,298,0,44,3,5,2 +perezol01,2006,1,PIT,NL,2,10,15,15,0,0,0,228,88,56,13,51,61,0.296,6.63,0,4,3,1,364,0,64,5,8,7 +perezol01,2006,2,NYN,NL,1,3,7,7,1,1,0,110,41,26,7,17,41,0.287,6.38,0,1,3,0,165,0,26,0,2,3 +perezra01,2006,1,CLE,AL,0,0,18,0,0,0,0,37,10,6,2,6,15,0.204,4.38,1,4,0,1,56,5,6,1,0,0 +perkigl01,2006,1,MIN,AL,0,0,4,0,0,0,0,17,3,1,0,0,6,0.150,1.59,0,0,0,0,20,1,1,0,0,0 +petityu01,2006,1,FLO,NL,1,1,15,1,0,0,0,79,46,28,7,9,20,0.390,9.57,1,0,0,0,129,5,28,1,1,3 +pettian01,2006,1,HOU,NL,14,13,36,35,2,1,0,643,238,100,27,70,178,0.284,4.20,9,2,2,1,929,1,114,14,5,26 +pineijo01,2006,1,SEA,AL,8,13,40,25,1,0,1,497,209,117,23,64,87,0.311,6.36,13,4,10,1,753,6,123,1,6,21 +pintore01,2006,1,FLO,NL,0,0,27,0,0,0,1,89,20,10,3,27,36,0.190,3.03,0,4,1,0,135,7,12,0,1,6 +politcl01,2006,1,CHA,AL,2,2,30,0,0,0,0,90,47,29,9,15,15,0.353,8.70,7,0,1,0,151,13,30,0,2,2 +ponsosi01,2006,1,SLN,NL,4,4,14,13,0,0,0,206,82,40,7,29,33,0.308,5.24,1,2,4,0,303,0,42,4,0,14 +ponsosi01,2006,2,NYA,AL,0,1,5,3,0,0,0,49,26,19,3,7,15,0.351,10.47,0,0,0,0,81,1,20,0,0,0 +priorma01,2006,1,CHN,NL,1,6,9,9,0,0,0,131,46,35,9,28,38,0.269,7.21,2,5,8,0,211,0,39,2,2,3 +proctsc01,2006,1,NYA,AL,6,4,83,0,0,0,1,307,89,40,12,33,89,0.232,3.52,6,2,2,0,426,12,41,2,6,7 +putzjj01,2006,1,SEA,AL,4,1,72,0,0,0,36,235,59,20,4,13,104,0.207,2.30,1,1,2,0,303,57,20,1,2,5 +quallch01,2006,1,HOU,NL,7,3,81,0,0,0,0,266,76,37,10,28,56,0.242,3.76,6,0,6,0,356,13,38,4,4,17 +radkebr01,2006,1,MIN,AL,12,9,28,28,0,0,0,487,197,78,24,32,83,0.307,4.32,3,2,1,0,689,0,87,5,10,16 +ramirel01,2006,1,CIN,NL,4,9,21,19,0,0,0,312,123,62,14,29,69,0.293,5.37,2,0,8,3,465,1,70,5,3,8 +ramirho01,2006,1,ATL,NL,5,5,14,14,0,0,0,229,85,38,6,31,37,0.287,4.48,2,0,4,1,337,0,42,3,3,13 +ramirra02,2006,1,COL,NL,4,3,61,0,0,0,0,203,58,26,5,27,61,0.230,3.46,3,2,1,0,285,14,28,2,3,4 +ramirsa01,2006,1,WAS,NL,0,0,4,0,0,0,0,10,6,3,1,2,1,0.375,8.10,0,0,0,0,18,1,3,0,0,0 +rasneda01,2006,1,NYA,AL,3,1,6,3,0,0,0,61,18,10,2,5,11,0.237,4.43,0,1,1,0,83,1,10,1,0,1 +rauchjo01,2006,1,WAS,NL,4,5,85,0,0,0,2,274,78,34,13,36,86,0.231,3.35,6,4,2,1,383,19,37,1,6,2 +raych01,2006,1,BAL,AL,4,4,61,0,0,0,33,198,45,20,10,27,51,0.193,2.73,2,2,1,0,267,56,22,2,4,3 +rayke01,2006,1,ATL,NL,1,1,69,0,0,0,5,203,66,34,9,38,50,0.259,4.52,4,0,0,0,299,29,36,4,2,6 +reamebr01,2006,1,PIT,NL,0,0,6,0,0,0,0,22,11,8,2,5,6,0.355,9.82,1,1,0,0,37,5,8,0,1,1 +redmama01,2006,1,KCA,AL,11,10,29,29,2,1,0,501,202,106,19,63,76,0.307,5.71,1,12,8,2,740,0,110,6,4,22 +reitsch01,2006,1,ATL,NL,1,2,27,0,0,0,8,84,46,27,7,8,13,0.362,8.68,3,0,3,0,142,16,27,3,1,0 +remlimi01,2006,1,ATL,NL,2,4,36,0,0,0,2,67,27,10,2,9,19,0.293,4.03,2,1,2,0,104,7,11,1,0,3 +resopch01,2006,1,FLO,NL,1,2,22,0,0,0,0,64,26,8,1,16,10,0.310,3.38,5,0,1,0,101,10,9,0,0,5 +reyesan01,2006,1,SLN,NL,5,8,17,17,1,0,0,256,84,48,17,34,72,0.262,5.06,0,2,7,0,370,0,48,5,3,7 +reyesde01,2006,1,MIN,AL,5,0,66,0,0,0,0,152,35,5,3,15,49,0.197,0.89,2,4,0,0,194,8,8,1,0,8 +rheinjo01,2006,1,TEX,AL,4,6,21,13,0,0,0,212,104,46,6,19,28,0.349,5.86,0,0,3,0,322,2,46,1,1,9 +rhodear01,2006,1,PHI,NL,0,5,55,0,0,0,4,137,47,27,2,30,48,0.261,5.32,7,7,2,0,214,10,27,1,0,3 +rincoju01,2006,1,MIN,AL,3,1,75,0,0,0,1,223,76,24,2,24,65,0.270,2.91,3,2,3,0,315,22,30,5,1,9 +rincori01,2006,1,SLN,NL,0,0,5,0,0,0,0,10,6,4,1,4,6,0.375,10.80,0,0,1,0,21,1,4,0,0,0 +ringro01,2006,1,NYN,NL,0,0,11,0,0,0,0,38,7,3,2,3,8,0.156,2.13,0,0,0,0,48,2,3,0,0,0 +riskeda01,2006,1,BOS,AL,0,1,8,0,0,0,0,29,8,4,2,3,5,0.222,3.72,0,0,2,0,42,2,4,1,0,0 +riskeda01,2006,2,CHA,AL,1,1,33,0,0,0,0,103,32,15,4,14,23,0.246,3.93,1,0,1,0,147,10,16,0,2,3 +riverma01,2006,1,NYA,AL,5,5,63,0,0,0,34,225,61,15,3,11,55,0.223,1.80,4,0,5,0,293,59,16,1,2,10 +riversa01,2006,1,WAS,NL,3,0,54,0,0,0,1,181,59,23,4,32,41,0.250,3.43,6,3,4,0,277,16,28,4,1,3 +rlealse01,2006,1,BAL,AL,1,1,42,0,0,0,0,140,48,23,10,23,19,0.274,4.44,1,0,0,0,203,14,25,2,3,8 +roberna01,2006,1,DET,AL,13,13,32,32,1,0,0,626,206,89,29,67,137,0.259,3.84,2,6,8,0,881,0,98,4,7,30 +rodnefe01,2006,1,DET,AL,7,4,63,0,0,0,7,215,51,28,6,34,65,0.196,3.52,4,3,8,0,304,30,36,2,0,4 +rodried03,2006,1,BAL,AL,1,1,9,0,0,0,0,45,17,12,5,10,11,0.283,7.20,0,1,0,0,72,6,14,0,2,1 +rodrife01,2006,1,WAS,NL,1,1,31,0,0,0,0,88,32,25,5,16,15,0.281,7.67,3,1,4,2,139,9,25,2,3,0 +rodrifr03,2006,1,LAA,AL,2,3,69,0,0,0,47,219,52,14,6,28,98,0.197,1.73,5,10,1,0,296,58,16,3,0,4 +rodriwa01,2006,1,HOU,NL,9,10,30,24,0,0,0,407,154,85,17,63,98,0.290,5.64,7,6,6,0,611,1,96,7,4,20 +rogerbr01,2006,1,PIT,NL,0,0,10,0,0,0,0,26,11,8,2,2,7,0.324,8.31,0,1,1,0,38,4,8,1,0,1 +rogerke01,2006,1,DET,AL,17,8,34,33,0,0,0,612,195,87,23,62,99,0.253,3.84,2,5,9,0,849,1,97,1,7,25 +romerda01,2006,1,TOR,AL,1,0,7,0,0,0,0,49,19,7,1,6,10,0.297,3.86,1,0,1,1,71,1,7,0,0,3 +romerjc01,2006,1,LAA,AL,1,2,65,0,0,0,0,145,57,36,3,28,31,0.298,6.70,2,1,1,0,226,16,40,1,5,4 +roneyma01,2006,1,OAK,AL,0,1,3,0,0,0,0,12,5,2,0,1,0,0.333,4.50,1,0,0,0,18,2,2,1,1,0 +rosarfr01,2006,1,TOR,AL,1,2,17,1,0,0,0,69,24,17,4,16,21,0.264,6.65,2,3,1,0,108,4,17,0,0,1 +rupejo01,2006,1,TEX,AL,0,1,16,0,0,0,0,87,33,11,2,9,14,0.287,3.41,0,2,1,0,126,3,11,1,0,5 +ruschgl01,2006,1,CHN,NL,3,8,25,9,0,0,0,199,86,55,21,33,59,0.320,7.46,2,0,1,0,311,5,57,7,1,6 +ryanbj01,2006,1,TOR,AL,2,2,65,0,0,0,38,217,42,11,3,20,86,0.169,1.37,1,4,0,0,270,57,12,1,1,8 +ryuja01,2006,1,CHN,NL,0,1,10,1,0,0,0,45,23,14,7,6,17,0.348,8.40,1,1,2,0,77,4,14,3,0,0 +saarlki01,2006,1,OAK,AL,7,7,35,16,0,0,2,364,149,64,19,53,52,0.308,4.75,3,3,3,0,548,7,70,2,6,17 +sabatcc01,2006,1,CLE,AL,12,11,28,28,6,2,0,578,182,69,17,44,172,0.247,3.22,3,3,7,0,802,0,83,8,5,16 +sadlebi01,2006,1,SFN,NL,0,0,5,0,0,0,0,12,5,3,2,2,6,0.294,6.75,0,0,1,0,20,2,3,0,0,0 +saitota01,2006,1,LAN,NL,6,2,72,0,0,0,24,235,48,18,3,23,107,0.177,2.07,3,2,2,0,303,48,19,3,4,6 +salasju01,2006,1,TBA,AL,0,0,8,0,0,0,0,30,13,6,1,3,8,0.295,5.40,0,3,0,0,48,2,7,0,1,0 +sampsch01,2006,1,HOU,NL,2,1,12,3,0,0,0,102,25,8,3,5,15,0.205,2.12,1,0,1,0,130,0,10,1,1,3 +sanchan01,2006,1,FLO,NL,10,3,18,17,2,1,0,343,90,36,9,46,72,0.217,2.83,1,4,4,1,469,0,39,3,1,11 +sanchbr01,2006,1,PHI,NL,0,0,18,0,0,0,0,64,23,14,5,13,22,0.271,5.91,3,0,0,1,98,5,14,0,0,0 +sanchdu01,2006,1,NYN,NL,5,1,49,0,0,0,0,166,43,16,3,24,44,0.223,2.60,6,1,4,0,229,15,19,4,4,12 +sanchjo01,2006,1,SFN,NL,3,1,27,4,0,0,0,120,39,22,2,23,33,0.250,4.95,0,2,4,0,185,4,26,0,2,3 +santaer01,2006,1,LAA,AL,16,8,33,33,0,0,0,612,181,97,21,70,141,0.241,4.28,2,10,11,2,846,0,106,4,10,19 +santajo01,2006,1,MIN,AL,19,6,34,34,1,0,0,701,186,72,24,47,245,0.216,2.77,0,4,4,1,923,0,79,6,4,10 +santaju01,2006,1,PHI,NL,0,0,7,0,0,0,0,25,8,7,1,9,4,0.258,7.56,1,0,1,0,43,2,9,0,2,1 +santovi01,2006,1,PIT,NL,5,9,25,19,0,0,0,346,150,73,16,42,81,0.321,5.70,3,5,4,0,522,3,80,5,4,10 +sarfade01,2006,1,MIL,NL,0,0,8,0,0,0,0,25,9,4,0,4,11,0.265,4.32,1,2,0,0,38,5,4,0,0,0 +sauersc01,2006,1,CLE,AL,0,1,24,0,0,0,0,39,9,9,2,9,11,0.196,6.23,1,0,1,0,57,8,9,1,0,1 +sauersc01,2006,2,OAK,AL,0,0,22,0,0,0,0,37,13,5,1,9,6,0.271,3.65,0,0,6,0,64,3,8,1,0,2 +saundjo01,2006,1,LAA,AL,7,3,13,13,0,0,0,212,71,37,6,29,51,0.264,4.71,1,2,1,1,302,0,42,1,2,10 +schilcu01,2006,1,BOS,AL,15,7,31,31,0,0,0,612,220,90,28,28,183,0.276,3.97,1,1,3,0,834,0,90,5,2,15 +schmija01,2006,1,SFN,NL,11,9,32,32,3,1,0,640,189,85,21,80,180,0.238,3.59,6,11,6,1,894,0,94,7,7,11 +schoesc01,2006,1,TOR,AL,2,2,55,0,0,0,1,112,39,27,3,16,18,0.273,6.51,5,2,1,0,161,8,27,1,0,6 +schoesc01,2006,2,CIN,NL,2,0,16,0,0,0,3,43,9,1,1,8,11,0.176,0.63,1,1,1,0,60,8,1,0,0,1 +schroch01,2006,1,WAS,NL,0,2,21,0,0,0,0,85,23,20,7,15,39,0.223,6.35,3,0,5,0,127,3,21,1,3,2 +seaneru01,2006,1,BOS,AL,2,1,41,0,0,0,0,140,51,25,6,26,48,0.271,4.82,1,7,1,0,216,16,28,0,1,2 +seaneru01,2006,2,SDN,NL,1,2,8,0,0,0,0,19,7,4,2,6,6,0.259,5.68,3,0,0,0,33,6,4,0,0,0 +seaybo01,2006,1,DET,AL,0,0,14,0,0,0,0,46,14,11,1,9,12,0.246,6.46,1,0,3,0,71,6,11,1,1,1 +seleaa01,2006,1,LAN,NL,8,6,28,15,0,0,0,310,120,52,11,30,57,0.290,4.53,2,3,2,0,451,4,57,4,1,11 +seoja01,2006,1,LAN,NL,2,4,19,10,0,0,0,201,75,43,14,25,49,0.284,5.78,1,1,1,1,296,5,45,3,3,5 +seoja01,2006,2,TBA,AL,1,8,17,16,0,0,0,270,122,50,17,31,39,0.331,5.00,3,4,3,0,411,0,56,3,5,10 +shackbr01,2006,1,CIN,NL,1,0,26,0,0,0,0,49,18,13,4,10,15,0.269,7.16,0,1,2,0,79,9,13,0,0,0 +sharpjo01,2006,1,PIT,NL,0,0,14,0,0,0,0,36,7,2,0,11,7,0.175,1.50,1,2,0,0,53,3,2,1,1,0 +sheetbe01,2006,1,MIL,NL,6,7,17,17,0,0,0,318,105,45,9,11,116,0.259,3.82,1,3,2,0,430,0,47,6,5,3 +sherrge01,2006,1,SEA,AL,2,4,72,0,0,0,1,120,30,19,0,27,42,0.213,4.28,4,0,0,0,174,6,19,4,2,3 +shielja01,2006,1,ATL,NL,0,2,4,3,0,0,0,47,23,15,5,9,14,0.343,8.62,1,0,1,0,80,0,15,2,1,1 +shielja02,2006,1,TBA,AL,6,8,21,21,1,0,0,374,141,67,18,38,104,0.288,4.84,5,9,5,0,540,0,69,4,3,9 +shielsc01,2006,1,LAA,AL,7,7,74,0,0,0,2,263,70,28,8,24,84,0.217,2.87,4,8,1,0,351,13,30,3,1,9 +shousbr01,2006,1,TEX,AL,0,0,6,0,0,0,0,13,6,2,1,1,3,0.316,4.15,1,0,0,0,20,2,2,0,0,1 +shousbr01,2006,2,MIL,NL,1,3,59,0,0,0,2,102,34,15,3,17,20,0.264,3.97,4,0,6,0,154,8,16,1,1,3 +sikorbr01,2006,1,SDN,NL,1,1,13,0,0,0,0,43,16,9,4,3,14,0.281,5.65,1,2,0,0,60,4,9,0,0,0 +sikorbr01,2006,2,CLE,AL,2,1,17,0,0,0,0,59,20,10,4,4,24,0.267,4.58,0,1,1,0,82,6,10,1,1,0 +silvaca01,2006,1,MIN,AL,11,15,36,31,0,0,0,541,246,119,38,32,70,0.324,5.94,4,1,7,0,811,2,130,6,7,16 +simpsal01,2006,1,MIL,NL,0,0,2,0,0,0,0,8,1,1,0,4,5,0.111,3.38,0,1,0,0,14,1,2,0,1,0 +siscoan01,2006,1,KCA,AL,1,3,65,0,0,0,1,175,66,46,8,40,52,0.289,7.10,6,4,1,0,278,16,47,4,5,4 +slatedo01,2006,1,ARI,NL,0,0,9,0,0,0,0,17,3,0,0,2,3,0.167,0.00,1,0,0,0,21,0,0,1,0,1 +slocubr01,2006,1,CLE,AL,0,0,8,2,0,0,0,53,27,11,3,9,11,0.360,5.60,0,2,1,0,85,1,11,0,0,3 +smallaa01,2006,1,NYA,AL,0,3,11,3,0,0,0,83,42,26,9,12,12,0.341,8.46,1,0,1,0,137,2,29,0,1,4 +smithma04,2006,1,NYA,AL,0,0,12,0,0,0,0,36,4,0,0,8,9,0.105,0.00,1,0,0,0,46,6,0,0,0,2 +smithma04,2006,2,PHI,NL,0,1,14,0,0,0,0,26,3,2,0,4,12,0.111,2.08,0,0,0,0,31,3,2,0,0,1 +smithmi06,2006,1,MIN,AL,0,0,1,1,0,0,0,9,5,4,1,3,1,0.357,12.00,0,0,1,0,18,0,4,0,0,0 +smithtr01,2006,1,ATL,NL,0,1,1,1,0,0,0,13,5,2,0,1,1,0.313,4.15,0,1,0,0,19,0,4,1,1,1 +smoltjo01,2006,1,ATL,NL,16,9,35,35,3,1,0,696,221,90,23,55,211,0.251,3.49,4,5,9,0,960,0,93,4,10,20 +snellia01,2006,1,PIT,NL,14,11,32,32,0,0,0,558,198,98,29,74,169,0.277,4.74,4,8,2,0,813,0,104,16,6,14 +snydeky01,2006,1,KCA,AL,0,0,1,1,0,0,0,6,10,5,1,1,2,0.556,22.50,0,0,0,0,19,0,9,0,0,0 +snydeky01,2006,2,BOS,AL,4,5,16,10,0,0,0,175,77,39,11,19,55,0.314,6.02,3,3,2,0,268,3,42,0,2,5 +soleral01,2006,1,NYN,NL,2,3,8,8,1,1,0,135,50,30,7,21,23,0.275,6.00,1,3,1,0,208,0,33,2,2,1 +soriara01,2006,1,SEA,AL,1,2,53,0,0,0,2,180,44,15,6,21,65,0.204,2.25,0,2,2,0,241,14,15,1,1,4 +sosajo02,2006,1,ATL,NL,3,10,26,13,0,0,3,262,105,53,20,32,58,0.298,5.46,5,2,1,0,394,8,61,5,4,6 +sosajo02,2006,2,SLN,NL,0,1,19,0,0,0,1,92,33,18,10,8,17,0.275,5.28,1,0,0,0,130,4,18,2,0,3 +sowerje01,2006,1,CLE,AL,7,4,14,14,2,2,0,265,85,35,10,20,35,0.252,3.57,1,1,2,0,360,0,36,1,0,10 +speieju01,2006,1,TOR,AL,2,0,58,0,0,0,0,154,47,17,5,21,55,0.235,2.98,3,4,1,0,222,8,18,0,0,1 +sprinru01,2006,1,HOU,NL,1,1,72,0,0,0,0,179,46,23,10,16,46,0.211,3.47,1,2,4,0,240,17,23,2,0,2 +spurlch01,2006,1,DET,AL,0,0,9,0,0,0,0,34,13,4,2,4,4,0.289,3.18,2,0,0,0,49,3,4,0,0,2 +spurlch01,2006,2,MIL,NL,0,0,7,0,0,0,0,30,12,8,3,4,3,0.286,7.20,1,0,0,0,46,0,8,0,0,0 +standja01,2006,1,CIN,NL,1,1,21,0,0,0,0,56,17,10,2,14,18,0.239,4.82,0,0,1,0,87,2,14,1,0,1 +stantmi02,2006,1,WAS,NL,3,5,56,0,0,0,0,133,47,22,1,21,30,0.278,4.47,11,2,1,1,196,7,22,2,3,3 +stantmi02,2006,2,SFN,NL,4,2,26,0,0,0,8,70,23,8,1,6,18,0.267,3.09,0,3,1,0,94,15,8,0,1,2 +staufti01,2006,1,SDN,NL,1,0,1,1,0,0,0,18,3,1,0,1,2,0.150,1.50,0,0,0,0,21,0,2,0,0,0 +stemlst01,2006,1,KCA,AL,0,1,5,0,0,0,0,18,15,10,1,3,0,0.455,15.00,0,0,0,0,36,1,10,0,0,1 +stockph01,2006,1,ATL,NL,0,0,4,0,0,0,0,12,3,1,0,4,4,0.231,2.25,2,0,0,0,19,1,1,2,0,0 +stokebr01,2006,1,TBA,AL,1,0,5,4,0,0,0,72,31,13,2,9,15,0.320,4.88,0,0,1,0,110,0,13,0,3,0 +streehu01,2006,1,OAK,AL,4,4,69,0,0,0,37,212,64,26,4,13,67,0.238,3.31,3,4,2,0,290,55,28,3,3,1 +stulter01,2006,1,LAN,NL,1,0,6,2,0,0,0,53,17,11,4,7,5,0.266,5.60,0,0,0,0,73,2,12,2,0,4 +sturtta01,2006,1,NYA,AL,0,0,18,0,0,0,0,32,17,9,3,6,6,0.354,7.59,0,0,1,0,56,2,10,0,1,1 +suppaje01,2006,1,SLN,NL,12,7,32,32,0,0,0,570,207,87,21,69,104,0.277,4.12,6,8,8,0,837,0,100,9,3,24 +sweenbr01,2006,1,SDN,NL,2,0,37,0,0,0,2,169,53,20,6,16,23,0.249,3.20,5,2,1,0,237,15,22,5,2,7 +switzjo01,2006,1,TBA,AL,2,2,40,0,0,0,0,101,38,17,5,19,18,0.284,4.54,3,3,1,0,157,6,19,2,1,3 +tallebr01,2006,1,TOR,AL,3,0,44,1,0,0,0,163,45,23,5,31,37,0.238,3.81,4,2,3,1,229,8,24,1,5,3 +tanketa01,2006,1,FLO,NL,2,1,49,0,0,0,3,123,33,13,4,26,46,0.228,2.85,5,3,1,0,178,10,14,3,3,4 +taschja01,2006,1,SFN,NL,0,1,24,0,0,0,0,58,31,18,4,7,15,0.344,8.38,0,3,2,0,101,6,23,0,2,1 +tatajo01,2006,1,DET,AL,0,0,8,0,0,0,0,44,14,10,1,7,6,0.250,6.14,1,0,0,0,65,2,11,0,2,1 +taubety01,2006,1,TOR,AL,1,5,12,7,0,0,0,105,40,19,5,18,26,0.282,4.89,0,1,4,0,167,1,22,1,2,1 +tavarju01,2006,1,BOS,AL,5,4,58,6,1,0,1,296,110,49,10,44,56,0.293,4.47,3,2,6,0,431,11,54,3,3,24 +tejedro01,2006,1,TEX,AL,5,5,14,14,0,0,0,221,83,35,10,32,40,0.288,4.28,1,1,3,1,329,0,40,1,5,7 +thompbr01,2006,1,SLN,NL,1,2,43,1,0,0,0,170,58,21,4,20,32,0.267,3.34,3,1,5,0,245,16,23,3,0,9 +thompmi03,2006,1,SDN,NL,4,5,19,16,0,0,0,276,103,51,13,30,35,0.285,4.99,4,1,7,0,405,2,56,5,2,11 +thomsjo01,2006,1,ATL,NL,2,7,18,15,0,0,0,241,93,43,11,32,46,0.295,4.82,4,1,2,0,361,1,55,5,7,7 +thornma01,2006,1,CHA,AL,5,3,63,0,0,0,2,162,46,20,5,21,49,0.229,3.33,4,1,1,0,227,20,20,1,3,5 +timlimi01,2006,1,BOS,AL,6,6,68,0,0,0,9,192,78,31,7,16,30,0.305,4.36,4,3,2,0,279,22,33,4,1,5 +tomkobr01,2006,1,LAN,NL,8,7,44,15,0,0,0,337,123,59,17,29,76,0.276,4.73,0,3,2,1,491,2,67,7,7,5 +torresa01,2006,1,PIT,NL,3,6,94,0,0,0,12,280,98,34,6,38,72,0.274,3.28,9,3,6,0,411,24,42,7,2,13 +towerjo01,2006,1,TOR,AL,2,10,15,12,0,0,0,186,93,58,17,17,35,0.343,8.42,3,1,3,1,295,1,62,1,3,5 +trabebi01,2006,1,WAS,NL,4,3,15,8,0,0,0,130,53,31,5,14,25,0.301,6.44,2,0,8,0,202,0,33,3,1,4 +tracese01,2006,1,CHA,AL,0,0,7,0,0,0,0,24,4,3,2,5,3,0.143,3.38,0,4,1,0,34,5,3,0,0,1 +trachst01,2006,1,NYN,NL,15,8,30,30,1,0,0,494,185,91,23,78,79,0.288,4.97,1,4,4,0,736,0,94,4,7,9 +turnbde01,2006,1,MIL,NL,4,9,64,0,0,0,24,169,56,43,8,39,69,0.255,6.87,2,6,4,1,266,49,51,2,1,4 +valvejo01,2006,1,ARI,NL,2,3,44,0,0,0,18,148,50,32,6,22,69,0.256,5.84,3,2,2,0,223,35,32,1,3,0 +vanbuje01,2006,1,BOS,AL,1,0,10,0,0,0,0,39,14,17,1,15,8,0.292,11.77,1,0,0,0,65,0,17,1,1,3 +vargacl01,2006,1,ARI,NL,12,10,31,30,0,0,0,503,185,90,27,52,123,0.274,4.83,2,9,8,1,747,1,101,8,3,11 +vargaja01,2006,1,FLO,NL,1,2,12,5,0,0,0,129,50,35,9,30,25,0.292,7.33,3,2,4,0,213,3,39,4,4,3 +vazquja01,2006,1,CHA,AL,11,12,33,32,1,0,0,608,206,109,23,56,184,0.259,4.84,2,7,15,0,872,0,116,2,4,15 +venafmi01,2006,1,COL,NL,1,0,7,0,0,0,0,11,3,1,0,3,2,0.250,2.45,0,0,0,0,15,0,1,0,0,1 +verasjo01,2006,1,NYA,AL,0,0,12,0,0,0,1,33,8,5,2,5,6,0.211,4.09,0,1,0,1,43,4,5,0,0,1 +verlaju01,2006,1,DET,AL,17,9,30,30,1,1,0,558,187,75,21,60,124,0.266,3.63,1,5,6,1,776,0,78,2,4,21 +villaca01,2006,1,MIL,NL,2,2,10,6,0,0,0,161,43,22,8,11,39,0.216,3.69,1,0,4,0,215,2,22,1,0,7 +villaos01,2006,1,ATL,NL,9,1,58,4,0,0,0,277,93,37,13,27,55,0.261,3.61,3,4,5,0,397,11,41,5,4,8 +villoro01,2006,1,NYA,AL,3,3,70,0,0,0,0,241,75,45,9,51,72,0.250,5.04,9,5,4,0,365,19,48,6,4,2 +vizcalu01,2006,1,ARI,NL,4,6,70,0,0,0,0,196,51,26,8,29,72,0.215,3.58,6,1,4,0,272,15,26,2,0,5 +vogelry01,2006,1,PIT,NL,0,0,20,0,0,0,0,114,44,27,2,16,27,0.301,6.39,2,4,7,1,178,7,27,5,4,2 +volqued01,2006,1,TEX,AL,1,6,8,8,0,0,0,100,52,27,7,17,15,0.359,7.29,0,0,1,0,164,0,28,0,1,3 +waechdo01,2006,1,TBA,AL,1,4,11,10,0,0,0,159,67,39,6,19,25,0.310,6.62,1,0,5,0,249,0,40,3,6,1 +wagnebi02,2006,1,NYN,NL,3,2,70,0,0,0,40,217,59,18,7,21,94,0.219,2.24,1,2,4,0,297,59,22,2,0,2 +wagnery01,2006,1,WAS,NL,3,3,26,0,0,0,0,92,36,16,3,15,20,0.293,4.70,3,3,2,1,141,5,21,1,0,1 +wainwad01,2006,1,SLN,NL,2,1,61,0,0,0,3,225,64,26,6,22,72,0.230,3.12,2,3,4,0,309,10,26,4,1,5 +wakefti01,2006,1,BOS,AL,7,11,23,23,1,0,0,420,135,72,19,51,90,0.248,4.63,0,6,10,0,610,0,80,1,3,6 +walkeja01,2006,1,DET,AL,0,1,56,0,0,0,0,144,47,15,8,8,37,0.251,2.81,3,1,0,0,196,14,15,1,0,3 +walkepe01,2006,1,TOR,AL,1,1,23,0,0,0,1,90,37,18,5,13,27,0.296,5.40,2,0,0,1,138,9,24,0,0,3 +walkety01,2006,1,SFN,NL,0,1,6,0,0,0,0,16,9,9,1,5,3,0.391,15.19,0,1,0,0,28,1,9,0,0,0 +walkety01,2006,2,TBA,AL,1,3,20,0,0,0,10,60,18,11,0,7,16,0.240,4.95,0,0,0,0,83,16,11,1,0,2 +walrole01,2006,1,CHN,NL,0,1,10,2,0,0,0,52,19,12,2,12,21,0.271,6.23,1,0,0,0,84,0,13,1,1,0 +wangch01,2006,1,NYA,AL,19,6,34,33,2,1,1,654,233,88,12,52,76,0.277,3.63,4,6,2,1,900,1,92,3,2,33 +wasdijo01,2006,1,TEX,AL,2,2,9,5,0,0,0,90,33,17,6,13,16,0.266,5.10,0,0,4,0,141,3,19,0,0,1 +washbja01,2006,1,SEA,AL,8,14,31,31,0,0,0,561,198,97,25,55,103,0.268,4.67,2,3,7,0,809,0,103,3,6,13 +weathda01,2006,1,CIN,NL,4,4,67,0,0,0,12,221,61,29,12,34,50,0.226,3.54,4,0,2,0,314,32,31,5,3,5 +weaveje01,2006,1,LAA,AL,3,10,16,16,0,0,0,266,114,62,18,21,62,0.309,6.29,0,4,4,0,397,0,68,2,1,5 +weaveje01,2006,2,SLN,NL,5,4,15,15,0,0,0,250,99,48,16,26,45,0.297,5.18,1,1,6,0,373,0,49,5,3,8 +weaveje02,2006,1,LAA,AL,11,2,19,19,0,0,0,369,94,35,15,33,105,0.209,2.56,1,2,3,0,490,0,36,2,2,5 +webbbr01,2006,1,ARI,NL,16,8,33,33,5,3,0,705,216,81,15,50,178,0.246,3.10,4,5,6,2,950,0,91,10,6,29 +welleto01,2006,1,FLO,NL,0,2,18,0,0,0,0,64,20,13,1,13,17,0.256,5.48,1,2,2,0,97,6,13,1,3,1 +welleto01,2006,2,KCA,AL,1,2,28,0,0,0,1,171,48,23,5,37,37,0.235,3.63,2,7,2,0,248,4,25,2,3,10 +wellsda01,2006,1,BOS,AL,2,3,8,8,0,0,0,141,64,26,10,8,24,0.327,4.98,0,0,0,0,206,0,30,1,1,6 +wellsda01,2006,2,SDN,NL,1,2,5,5,0,0,0,85,33,11,1,4,14,0.292,3.49,0,0,0,0,118,0,11,1,0,4 +wellski01,2006,1,PIT,NL,1,5,7,7,0,0,0,109,46,27,3,18,16,0.319,6.69,1,5,4,0,168,0,27,1,1,5 +wellski01,2006,2,TEX,AL,1,0,2,2,0,0,0,24,15,5,0,3,4,0.405,5.63,0,0,0,0,40,0,6,0,0,2 +westbja01,2006,1,CLE,AL,15,10,32,32,3,2,0,634,247,98,15,55,109,0.296,4.17,4,5,4,0,904,0,106,5,4,35 +wheelda01,2006,1,HOU,NL,3,5,75,0,0,0,9,214,58,20,5,24,68,0.221,2.52,8,0,2,0,295,25,22,3,3,3 +whiteri01,2006,1,CIN,NL,1,0,26,0,0,0,1,82,34,19,5,5,17,0.318,6.26,1,2,1,2,118,10,23,3,2,3 +whiteri01,2006,2,PHI,NL,3,1,38,0,0,0,0,112,38,18,3,15,23,0.273,4.34,0,2,2,0,158,10,21,2,0,7 +wickmbo01,2006,1,CLE,AL,1,4,29,0,0,0,15,84,29,13,1,11,17,0.271,4.18,0,1,1,0,126,29,15,4,3,2 +wickmbo01,2006,2,ATL,NL,0,2,28,0,0,0,18,78,24,3,1,2,25,0.231,1.04,0,0,0,0,107,26,7,1,0,1 +willida07,2006,1,CIN,NL,2,3,8,8,0,0,0,120,54,32,9,16,16,0.321,7.20,0,1,4,1,194,0,34,3,3,1 +willida07,2006,2,NYN,NL,3,1,6,5,0,0,0,87,39,18,5,4,16,0.333,5.59,1,1,2,0,126,1,18,3,0,4 +willido03,2006,1,FLO,NL,12,12,34,34,4,1,0,670,234,96,21,83,160,0.274,3.87,6,6,19,1,975,0,106,11,6,32 +willije02,2006,1,CHN,NL,0,2,5,2,0,0,0,37,15,10,2,11,5,0.326,7.30,1,0,1,0,61,1,12,0,3,2 +willisc01,2006,1,CHN,NL,2,3,31,0,0,0,0,85,27,16,2,16,32,0.248,5.08,1,7,1,1,127,5,17,0,1,2 +willisc01,2006,2,SDN,NL,0,1,11,0,0,0,0,33,14,9,2,6,10,0.333,7.36,0,1,0,0,49,5,9,0,1,2 +willito02,2006,1,BAL,AL,2,4,62,0,0,0,1,171,76,30,8,19,24,0.323,4.74,3,6,2,0,260,5,36,3,1,13 +williwo02,2006,1,SDN,NL,12,5,25,24,0,0,0,436,152,59,21,35,72,0.267,3.65,3,4,7,1,624,0,68,7,5,12 +wilsobr01,2006,1,SFN,NL,2,3,31,0,0,0,1,90,32,18,1,21,23,0.281,5.40,2,0,1,0,141,9,19,1,4,2 +wilsocj01,2006,1,TEX,AL,2,4,44,0,0,0,1,133,39,20,7,18,43,0.234,4.06,1,0,5,0,191,12,23,1,0,5 +wilsokr01,2006,1,NYA,AL,0,0,5,1,0,0,0,25,14,8,4,4,6,0.368,8.64,0,0,0,0,42,1,8,0,0,1 +windsja01,2006,1,OAK,AL,0,1,4,3,0,0,0,41,21,10,2,5,6,0.375,6.59,0,0,0,0,65,1,12,2,2,3 +winkejo01,2006,1,MIL,NL,0,1,7,0,0,0,0,21,9,6,1,6,4,0.310,7.71,0,0,0,0,35,1,7,0,0,2 +wisema01,2006,1,MIL,NL,5,6,40,0,0,0,0,133,45,19,6,14,27,0.268,3.86,2,0,2,1,188,9,24,3,1,7 +witasja01,2006,1,OAK,AL,1,0,20,0,0,0,0,68,25,17,3,21,23,0.281,6.75,2,1,1,0,111,8,17,0,0,3 +wolfra02,2006,1,PHI,NL,4,0,12,12,0,0,0,170,63,35,13,33,44,0.285,5.56,2,2,2,0,261,0,37,2,3,2 +woodke02,2006,1,CHN,NL,1,2,4,4,0,0,0,59,19,9,5,8,13,0.253,4.12,0,1,1,0,86,0,13,0,2,1 +woodmi01,2006,1,KCA,AL,3,3,23,7,0,0,0,194,86,41,10,23,29,0.314,5.71,3,3,7,0,307,2,51,1,2,5 +woodsja01,2006,1,SEA,AL,7,4,37,8,0,0,1,315,115,49,12,53,66,0.278,4.20,5,4,2,0,473,10,51,2,2,10 +worreti01,2006,1,SFN,NL,3,2,23,0,0,0,6,61,28,17,9,7,12,0.308,7.52,0,0,1,0,99,12,18,0,0,1 +wrighja01,2006,1,SFN,NL,6,10,34,21,0,0,0,468,167,90,16,64,79,0.282,5.19,4,6,10,0,676,2,95,5,4,24 +wrighja02,2006,1,NYA,AL,11,7,30,27,0,0,0,421,157,70,10,57,84,0.283,4.49,0,6,7,0,625,0,76,3,3,15 +wuertmi01,2006,1,CHN,NL,3,1,41,0,0,0,0,122,35,12,5,16,42,0.226,2.66,2,1,1,0,175,4,14,3,0,1 +yanes01,2006,1,LAA,AL,0,0,13,0,0,0,0,67,19,17,4,13,16,0.232,6.85,2,4,1,0,98,8,18,1,1,4 +yanes01,2006,2,CIN,NL,1,0,14,0,0,0,1,45,13,6,4,7,8,0.245,3.60,2,1,0,0,63,4,7,1,2,2 +yatesty01,2006,1,ATL,NL,2,5,56,0,0,0,1,150,42,22,6,31,46,0.228,3.96,8,1,0,0,217,11,23,2,0,6 +youmash01,2006,1,PIT,NL,0,2,5,3,0,0,0,65,15,7,1,10,5,0.200,2.91,0,0,0,0,88,0,7,2,1,2 +youngch03,2006,1,SDN,NL,11,5,31,31,0,0,0,538,134,69,28,69,164,0.206,3.46,4,6,6,1,735,0,72,8,3,8 +zambrca01,2006,1,CHN,NL,16,7,33,33,0,0,0,642,162,81,20,115,210,0.208,3.41,4,9,9,1,917,0,91,11,4,18 +zambrvi01,2006,1,NYN,NL,1,2,5,5,0,0,0,64,25,16,5,11,15,0.291,6.75,0,1,0,0,97,0,16,0,0,1 +zitoba01,2006,1,OAK,AL,16,10,34,34,0,0,0,663,211,94,27,99,151,0.257,3.83,5,4,13,2,945,0,99,7,6,31 +zumayjo01,2006,1,DET,AL,6,3,62,0,0,0,1,250,56,18,6,42,97,0.187,1.94,2,4,2,0,350,12,20,2,4,1 +aardsda01,2007,1,CHA,AL,2,1,25,0,0,0,0,97,39,23,4,17,36,0.300,6.40,3,2,1,0,151,7,24,2,1,1 +abreuwi01,2007,1,WAS,NL,0,1,26,0,0,0,0,91,37,20,7,9,26,0.303,5.93,1,2,0,1,133,3,21,1,1,5 +accarje01,2007,1,TOR,AL,4,4,64,0,0,0,30,202,51,16,4,24,57,0.206,2.14,2,0,2,1,275,48,19,0,1,3 +acostma01,2007,1,ATL,NL,1,1,21,0,0,0,0,71,13,6,2,14,22,0.165,2.28,1,1,0,0,93,5,6,0,0,5 +adkinjo01,2007,1,NYN,NL,0,0,1,0,0,0,0,3,0,0,0,0,0,0.000,0.00,0,0,0,0,3,0,0,0,0,0 +affelje01,2007,1,COL,NL,4,3,75,0,0,0,0,177,47,23,3,33,46,0.226,3.51,9,6,3,1,253,11,26,3,6,7 +albaljo01,2007,1,WAS,NL,1,1,14,0,0,0,0,43,7,3,1,2,12,0.149,1.88,0,0,1,0,51,1,3,0,1,2 +alberma01,2007,1,HOU,NL,4,11,31,18,0,0,0,332,127,72,18,50,71,0.291,5.86,6,7,7,0,508,2,77,6,8,10 +alfonan01,2007,1,PHI,NL,5,2,61,0,0,0,8,149,65,30,3,27,24,0.314,5.44,6,1,1,0,236,22,31,0,1,3 +aquingr01,2007,1,MIL,NL,0,1,15,0,0,0,0,42,13,7,2,5,12,0.245,4.50,1,2,0,0,59,8,9,1,0,1 +ariasal02,2007,1,COL,NL,1,0,6,0,0,0,0,22,8,4,1,5,3,0.308,4.91,0,0,0,0,32,0,4,1,0,2 +armasto02,2007,1,PIT,NL,4,5,31,15,0,0,0,291,111,65,18,38,73,0.287,6.03,3,2,8,0,442,6,68,2,7,5 +arroybr01,2007,1,CIN,NL,9,15,34,34,1,0,0,632,232,99,28,63,156,0.280,4.23,6,4,13,0,921,0,109,10,7,12 +ascanjo01,2007,1,ATL,NL,1,1,13,0,0,0,0,48,17,9,3,6,13,0.254,5.06,2,0,0,0,74,6,11,1,0,0 +atchisc01,2007,1,SFN,NL,0,0,22,0,0,0,0,92,32,14,5,10,25,0.274,4.11,0,2,1,0,131,4,14,1,2,3 +ayalalu01,2007,1,WAS,NL,2,2,44,0,0,0,1,127,43,15,5,12,28,0.267,3.19,0,1,1,0,181,11,16,3,4,3 +backebr01,2007,1,HOU,NL,3,1,5,5,0,0,0,86,27,12,4,11,11,0.248,3.77,0,0,2,0,123,0,13,0,1,1 +bacsimi02,2007,1,WAS,NL,5,8,29,20,0,0,0,354,141,67,26,29,45,0.295,5.11,3,4,6,0,520,0,73,3,4,14 +baekch01,2007,1,SEA,AL,4,3,14,12,1,0,0,220,87,42,6,14,49,0.288,5.15,1,1,3,0,321,1,45,1,1,3 +baezda01,2007,1,BAL,AL,0,6,53,0,0,0,3,151,50,36,8,29,29,0.259,6.44,5,0,7,0,233,25,36,3,1,6 +baileho02,2007,1,CIN,NL,4,2,9,9,0,0,0,136,43,29,3,28,28,0.257,5.76,1,1,3,1,205,0,32,1,6,6 +bakersc02,2007,1,MIN,AL,9,9,24,23,2,1,0,431,162,68,15,29,102,0.287,4.26,4,0,5,0,606,0,70,6,2,17 +balejo01,2007,1,KCA,AL,1,1,26,0,0,0,0,120,45,18,1,17,42,0.290,4.05,2,2,1,0,179,5,18,3,3,3 +balfogr01,2007,1,MIL,NL,0,2,3,0,0,0,0,8,4,6,1,4,3,0.333,20.25,0,0,1,0,18,2,6,1,0,0 +balfogr01,2007,2,TBA,AL,1,0,22,0,0,0,0,66,26,15,1,16,27,0.313,6.14,0,0,0,0,103,6,15,1,3,2 +banksjo01,2007,1,TOR,AL,0,0,3,1,0,0,0,22,11,6,1,2,2,0.344,7.36,0,0,0,0,35,1,6,0,1,0 +bannibr01,2007,1,KCA,AL,12,9,27,27,1,0,0,495,156,71,15,44,77,0.249,3.87,1,4,6,0,683,0,76,2,4,14 +baronda01,2007,1,FLO,NL,1,3,16,6,0,0,0,123,50,26,11,19,18,0.311,5.71,2,1,1,0,183,4,29,0,2,7 +barryke01,2007,1,ATL,NL,0,0,1,0,0,0,0,6,6,5,0,2,4,0.500,22.50,0,1,0,0,14,1,5,0,0,0 +batismi01,2007,1,SEA,AL,16,11,33,32,0,0,0,579,209,92,18,85,133,0.276,4.29,3,15,8,2,860,0,101,5,5,18 +bautide01,2007,1,COL,NL,2,1,9,1,0,0,0,26,18,12,0,4,8,0.429,12.46,0,0,1,0,48,2,12,1,0,1 +baylijo01,2007,1,PIT,NL,4,3,39,0,0,0,0,113,51,35,8,18,29,0.323,8.36,2,1,2,0,179,11,36,0,1,3 +bazaryo01,2007,1,DET,AL,2,1,11,2,0,0,0,71,19,6,2,5,15,0.218,2.28,0,1,3,0,96,6,7,0,1,4 +beanco01,2007,1,NYA,AL,0,1,3,0,0,0,0,9,5,4,0,5,2,0.357,12.00,0,0,0,0,19,0,4,0,0,0 +beckejo02,2007,1,BOS,AL,20,7,30,30,1,0,0,602,189,73,17,40,194,0.245,3.27,0,3,5,0,822,0,76,3,2,12 +bedarer01,2007,1,BAL,AL,13,5,28,28,1,1,0,546,141,64,19,57,221,0.212,3.16,0,3,5,0,733,0,66,2,4,13 +beimejo01,2007,1,LAN,NL,4,2,83,0,0,0,1,202,63,29,1,24,39,0.253,3.88,6,3,1,2,281,10,30,5,2,11 +belisma01,2007,1,CIN,NL,8,9,30,30,1,0,0,533,212,105,26,43,125,0.301,5.32,4,6,7,1,771,0,111,7,9,15 +bellhe01,2007,1,SDN,NL,6,4,81,0,0,0,2,281,60,21,3,30,102,0.185,2.02,1,4,2,0,363,16,21,4,1,9 +bellro01,2007,1,BAL,AL,4,3,30,0,0,0,0,159,73,35,7,24,28,0.327,5.94,5,2,0,0,251,8,37,1,3,4 +benitar01,2007,1,SFN,NL,0,3,19,0,0,0,9,52,17,9,3,9,18,0.254,4.67,1,0,0,2,78,17,9,2,0,0 +benitar01,2007,2,FLO,NL,2,5,36,0,0,0,0,99,32,21,5,20,39,0.258,5.73,1,1,1,1,150,7,28,4,1,4 +benneje01,2007,1,ATL,NL,2,1,3,2,0,0,0,39,14,5,3,3,14,0.269,3.46,1,1,0,0,57,0,5,1,1,0 +benoijo01,2007,1,TEX,AL,7,4,70,0,0,0,6,246,68,26,6,28,87,0.225,2.85,2,3,2,0,337,22,28,3,2,5 +bergmja01,2007,1,WAS,NL,6,6,21,21,0,0,0,346,99,57,18,42,86,0.231,4.45,1,4,2,0,480,0,59,6,1,7 +betanra01,2007,1,CLE,AL,5,1,68,0,0,0,3,238,51,13,4,9,80,0.183,1.47,3,0,0,0,289,15,13,0,2,3 +billich01,2007,1,LAN,NL,12,5,43,20,1,0,0,441,131,54,15,64,141,0.241,3.31,3,5,3,0,623,6,56,9,3,14 +birkiku01,2007,1,BAL,AL,1,2,19,2,0,0,0,103,52,31,3,14,30,0.340,8.13,0,1,3,0,170,7,31,0,0,2 +bisenjo01,2007,1,PHI,NL,0,0,2,0,0,0,0,6,2,0,0,2,3,0.286,0.00,0,0,0,0,9,0,0,0,0,0 +blackni01,2007,1,MIN,AL,0,2,6,0,0,0,0,35,19,10,2,2,8,0.365,7.71,0,0,0,0,54,3,12,0,0,2 +blacktr01,2007,1,SFN,NL,0,0,2,2,0,0,0,26,10,7,2,5,5,0.294,7.27,0,0,0,1,40,0,7,1,0,1 +blantjo01,2007,1,OAK,AL,14,10,34,34,3,1,0,690,240,101,16,40,140,0.269,3.95,4,3,4,1,950,0,106,5,8,22 +blevije01,2007,1,OAK,AL,0,1,6,0,0,0,0,14,8,5,1,2,3,0.348,9.64,0,0,0,0,25,1,6,0,0,0 +bondeje01,2007,1,DET,AL,11,9,28,28,0,0,0,523,193,97,23,48,145,0.278,5.01,6,12,4,1,753,0,105,2,4,16 +bonsebo01,2007,1,MIN,AL,8,12,31,30,0,0,0,519,199,98,27,65,136,0.286,5.10,4,3,5,1,772,0,108,4,3,12 +bookech01,2007,1,WAS,NL,0,1,3,0,0,0,0,3,1,2,1,1,1,0.333,18.00,0,1,0,0,5,1,2,0,1,0 +bootcch01,2007,1,LAA,AL,3,3,51,0,0,0,0,232,81,41,7,24,56,0.274,4.77,3,6,5,1,331,17,43,2,4,9 +borkoda01,2007,1,HOU,NL,5,3,64,0,0,0,1,215,76,41,8,34,63,0.273,5.15,9,3,4,0,325,18,46,3,6,4 +borowjo01,2007,1,CLE,AL,4,5,69,0,0,0,45,197,77,37,9,17,58,0.289,5.07,4,2,2,0,292,58,39,3,4,1 +bowiemi01,2007,1,WAS,NL,4,3,30,8,0,0,0,172,55,29,7,27,42,0.261,4.55,0,0,2,0,248,2,30,4,4,8 +boyerbl01,2007,1,ATL,NL,0,0,5,0,0,0,0,16,10,2,0,1,3,0.417,3.38,1,2,0,0,26,2,3,1,0,0 +bradeda01,2007,1,OAK,AL,1,8,20,14,0,0,0,217,91,54,9,26,55,0.303,6.72,1,6,2,1,332,1,59,4,0,4 +bradfch01,2007,1,BAL,AL,4,7,78,0,0,0,2,194,77,24,1,16,29,0.294,3.34,3,0,6,0,289,14,28,4,1,7 +braunry01,2007,1,KCA,AL,2,0,26,0,0,0,0,118,46,29,4,22,24,0.299,6.64,1,3,0,0,183,10,32,2,5,4 +braybi01,2007,1,CIN,NL,3,3,19,0,0,0,1,43,16,10,1,5,14,0.281,6.28,1,0,0,0,63,5,10,0,1,1 +brazoyh01,2007,1,LAN,NL,0,0,4,0,0,0,0,5,3,3,0,3,5,0.333,16.20,1,0,0,0,12,1,4,0,0,0 +brittch01,2007,1,NYA,AL,0,1,11,0,0,0,0,38,9,5,2,4,5,0.196,3.55,0,0,0,0,51,4,5,1,0,0 +broadla01,2007,1,CHA,AL,1,1,4,1,0,0,0,31,5,1,0,5,14,0.143,0.87,0,0,0,0,41,1,2,0,1,1 +brocado01,2007,1,SDN,NL,5,1,67,0,0,0,0,230,66,26,8,24,43,0.228,3.05,3,2,2,0,319,16,33,2,1,5 +broweji01,2007,1,NYA,AL,0,0,3,0,0,0,0,10,8,5,0,2,1,0.500,13.50,0,0,1,0,21,0,7,0,2,1 +brownan01,2007,1,OAK,AL,3,3,33,0,0,0,0,125,38,21,1,17,43,0.245,4.54,3,6,3,0,178,5,21,2,1,2 +broxtjo01,2007,1,LAN,NL,4,4,83,0,0,0,2,246,69,26,6,25,99,0.225,2.85,3,4,1,0,334,18,30,0,1,7 +brunebr01,2007,1,NYA,AL,3,2,58,0,0,0,0,150,44,26,5,37,39,0.243,4.68,2,4,3,0,228,16,28,1,6,5 +buchhcl01,2007,1,BOS,AL,3,1,4,3,1,1,0,68,14,4,0,10,22,0.184,1.59,0,0,1,0,88,0,6,0,1,3 +buchhta01,2007,1,COL,NL,6,5,41,8,0,0,0,281,105,44,8,20,61,0.288,4.23,4,3,2,1,396,6,47,5,5,11 +bucknbi02,2007,1,KCA,AL,1,2,7,5,0,0,0,102,37,20,5,16,17,0.294,5.29,0,0,0,0,143,1,20,0,1,9 +buehrma01,2007,1,CHA,AL,10,9,30,30,3,1,0,603,208,81,22,45,115,0.269,3.63,5,1,5,0,835,0,86,7,5,20 +bukviry01,2007,1,CHA,AL,1,0,45,0,0,0,0,107,36,20,5,24,18,0.257,5.05,1,3,3,0,170,7,23,1,2,4 +bulgeja01,2007,1,LAA,AL,0,0,6,0,0,0,0,19,5,2,0,3,8,0.227,2.84,0,1,0,0,25,4,2,0,0,1 +bullibr01,2007,1,PIT,NL,0,3,5,3,0,0,0,51,24,10,3,5,7,0.343,5.29,0,1,0,0,76,0,11,1,0,3 +burgoam01,2007,1,NYN,NL,1,0,17,0,0,0,0,71,17,9,3,9,19,0.200,3.42,0,2,2,0,98,5,10,1,1,1 +burneaj01,2007,1,TOR,AL,10,8,25,25,2,0,0,497,131,69,23,66,176,0.214,3.75,2,5,12,0,691,0,74,0,2,19 +burrebr01,2007,1,BAL,AL,6,8,37,17,0,0,0,363,140,80,14,66,96,0.288,5.95,1,8,5,0,559,9,81,2,0,9 +burtoja01,2007,1,CIN,NL,4,2,47,0,0,0,0,129,28,12,2,22,36,0.187,2.51,4,3,2,1,176,12,15,1,1,5 +bushda01,2007,1,MIL,NL,12,10,33,31,0,0,0,559,217,106,27,44,134,0.290,5.12,1,3,11,0,810,2,110,6,2,13 +byrdati01,2007,1,DET,AL,3,0,39,0,0,0,1,135,38,16,3,26,49,0.230,3.20,4,3,1,0,199,3,23,2,5,4 +byrdpa01,2007,1,CLE,AL,15,8,31,31,2,2,0,577,239,98,27,28,88,0.301,4.59,3,5,6,0,835,0,107,4,4,14 +cabreda01,2007,1,BAL,AL,9,18,34,34,1,0,0,613,207,126,25,108,166,0.265,5.55,6,7,15,2,922,0,133,13,5,21 +cabrefe01,2007,1,CLE,AL,1,2,24,0,0,0,0,101,38,21,7,22,39,0.286,5.61,3,1,0,0,157,9,22,0,2,1 +cabrefe01,2007,2,BAL,AL,0,0,9,0,0,0,1,30,12,14,2,9,9,0.293,12.60,0,1,0,0,50,4,14,0,0,0 +cainma01,2007,1,SFN,NL,7,16,32,32,1,0,0,600,173,81,14,79,163,0.235,3.65,3,12,5,0,832,0,84,8,5,16 +calerki01,2007,1,OAK,AL,1,5,46,0,0,0,1,122,46,26,3,21,31,0.293,5.75,2,1,2,0,185,6,26,0,5,3 +calica01,2007,1,MIN,AL,0,1,24,0,0,0,0,63,22,11,2,16,14,0.265,4.71,3,2,2,0,101,7,11,0,0,1 +camerke01,2007,1,SDN,NL,2,0,48,0,0,0,0,174,55,18,0,36,50,0.249,2.79,5,2,0,0,263,20,24,4,2,5 +campijo01,2007,1,SEA,AL,0,0,5,0,0,0,0,40,18,10,2,6,9,0.333,6.75,0,0,1,0,63,2,12,1,1,2 +campsh01,2007,1,TBA,AL,0,3,50,0,0,0,0,120,63,32,7,18,36,0.368,7.20,6,2,3,0,198,8,33,5,1,9 +capeljo01,2007,1,MIL,NL,0,2,7,0,0,0,0,36,10,6,2,6,8,0.222,4.50,1,2,0,0,52,3,6,0,1,0 +capeljo01,2007,2,DET,AL,0,1,10,0,0,0,0,42,18,10,5,3,12,0.305,6.43,1,1,1,0,63,6,13,0,0,0 +cappsma01,2007,1,PIT,NL,4,7,76,0,0,0,18,237,64,20,5,16,64,0.220,2.28,10,1,3,0,315,47,22,3,2,4 +capuach01,2007,1,MIL,NL,5,12,29,25,0,0,0,450,170,85,20,54,132,0.286,5.10,2,10,8,0,669,0,93,10,3,14 +carlybu01,2007,1,ATL,NL,8,7,22,20,0,0,0,321,117,62,19,32,74,0.284,5.21,8,3,2,0,462,1,67,11,5,11 +carmofa01,2007,1,CLE,AL,19,8,32,32,2,1,0,645,199,73,16,61,137,0.248,3.06,2,5,11,1,879,0,78,2,4,32 +carpech01,2007,1,SLN,NL,0,1,1,1,0,0,0,18,9,5,0,1,3,0.346,7.50,0,0,1,0,29,0,5,1,0,0 +carrahe01,2007,1,LAA,AL,2,1,29,1,0,0,0,115,44,28,8,23,33,0.272,6.57,1,3,1,0,187,9,34,0,1,2 +carvama01,2007,1,FLO,NL,0,0,3,0,0,0,0,12,8,3,0,2,2,0.381,6.75,0,0,0,0,24,3,4,0,1,0 +casseja01,2007,1,SDN,NL,1,1,6,4,0,0,0,68,30,10,1,5,11,0.326,3.97,0,1,1,0,98,0,10,0,0,4 +castrfa01,2007,1,PHI,NL,0,0,10,1,0,0,0,36,9,8,2,13,14,0.209,6.00,0,0,0,0,56,4,8,0,0,2 +catetr01,2007,1,SLN,NL,0,0,14,0,0,0,0,48,18,6,1,9,12,0.290,3.38,0,0,0,0,74,4,7,1,2,1 +cavazan01,2007,1,SLN,NL,0,0,17,0,0,0,0,60,27,23,5,16,15,0.333,10.35,0,2,2,0,104,5,27,2,3,2 +chacigu01,2007,1,TOR,AL,2,1,5,5,0,0,0,82,29,17,6,7,11,0.266,5.60,1,0,2,0,118,0,17,0,0,2 +chacosh01,2007,1,PIT,NL,5,4,64,4,0,0,1,288,95,42,9,48,79,0.265,3.94,11,1,7,0,428,11,42,10,4,8 +chambjo03,2007,1,NYA,AL,2,0,19,0,0,0,1,72,12,1,1,6,34,0.145,0.38,0,1,1,0,91,3,2,1,0,1 +chenbr01,2007,1,TEX,AL,0,0,5,0,0,0,0,30,11,8,3,6,7,0.275,7.20,1,0,0,0,46,3,11,0,0,2 +cherrro01,2007,1,CHN,NL,1,1,12,0,0,0,0,45,13,5,1,6,13,0.224,3.00,1,0,1,0,66,2,6,0,1,0 +cherrro01,2007,2,BAL,AL,0,0,10,0,0,0,0,49,17,14,3,13,10,0.279,7.71,1,0,2,0,79,0,14,2,1,2 +chicoma01,2007,1,WAS,NL,7,9,31,31,0,0,0,501,183,86,26,74,94,0.281,4.63,3,7,5,0,747,0,96,6,10,12 +choatra01,2007,1,ARI,NL,0,0,2,0,0,0,0,0,3,0,0,0,0,1.000,,0,0,0,0,3,0,0,0,0,0 +chulkvi01,2007,1,SFN,NL,5,4,57,0,0,0,0,159,53,21,3,14,41,0.264,3.57,2,2,2,0,222,15,22,1,4,4 +cirilje01,2007,2,ARI,NL,0,0,1,0,0,0,0,3,0,0,0,2,1,0.000,0.00,0,0,0,0,5,1,0,0,0,0 +clarkda06,2007,1,COL,NL,0,0,2,0,0,0,0,4,2,0,0,1,1,0.333,0.00,0,0,0,0,7,0,0,0,0,0 +clemero02,2007,1,NYA,AL,6,6,18,17,0,0,0,297,99,46,9,31,68,0.261,4.18,0,7,5,0,420,0,52,2,3,9 +clippty01,2007,1,NYA,AL,3,1,6,6,0,0,0,81,29,19,6,17,18,0.271,6.33,1,2,0,1,124,0,19,0,0,2 +coffeto01,2007,1,CIN,NL,2,1,58,0,0,0,0,153,70,33,12,19,43,0.323,5.82,4,4,5,0,242,8,36,1,0,10 +collawi01,2007,1,NYN,NL,0,0,6,0,0,0,0,17,7,4,0,5,0,0.318,6.35,1,0,0,0,27,1,4,0,0,2 +colomje01,2007,1,WAS,NL,5,1,61,0,0,0,1,198,64,28,6,27,43,0.258,3.82,3,4,1,0,286,16,30,4,6,5 +colonba01,2007,1,LAA,AL,6,8,19,18,0,0,0,298,132,70,15,29,76,0.320,6.34,1,1,5,0,453,0,74,4,3,10 +colyest01,2007,1,ATL,NL,0,1,7,0,0,0,0,11,9,2,1,4,4,0.500,4.91,0,1,0,0,22,1,2,0,0,0 +condrcl01,2007,1,PHI,NL,5,0,39,0,0,0,2,150,61,28,4,16,27,0.300,5.04,3,1,5,0,228,14,30,1,3,5 +contrjo01,2007,1,CHA,AL,10,17,32,30,2,2,0,567,232,117,21,62,113,0.304,5.57,1,3,15,0,858,2,134,8,10,19 +cookaa01,2007,1,COL,NL,8,7,25,25,2,0,0,498,178,76,15,44,61,0.279,4.12,6,0,6,0,698,0,87,6,3,27 +corcoti02,2007,1,TBA,AL,0,0,9,0,0,0,0,52,17,13,2,12,6,0.258,6.75,3,1,1,0,79,3,14,0,0,3 +cordech01,2007,1,WAS,NL,3,3,76,0,0,0,37,225,75,28,8,29,62,0.260,3.36,3,5,0,1,321,59,31,2,1,7 +cordefr01,2007,1,MIL,NL,0,4,66,0,0,0,44,190,52,21,4,18,86,0.218,2.98,1,2,1,0,261,58,23,2,1,2 +coreybr01,2007,1,BOS,AL,1,0,9,0,0,0,0,28,6,2,0,4,6,0.231,1.93,0,0,0,0,32,2,2,1,1,4 +cormila01,2007,1,ATL,NL,2,6,10,9,0,0,0,137,56,36,16,22,27,0.303,7.09,3,4,0,0,210,1,38,3,0,6 +cormirh01,2007,1,CIN,NL,0,0,6,0,0,0,0,9,4,3,1,1,1,0.364,9.00,0,0,1,0,14,1,3,1,0,1 +corpama01,2007,1,COL,NL,4,2,78,0,0,0,19,234,63,18,6,20,58,0.224,2.08,3,0,2,0,306,46,20,2,1,11 +correke01,2007,1,SFN,NL,4,7,59,8,0,0,0,305,94,39,9,40,80,0.242,3.45,7,1,2,1,437,9,39,4,3,4 +cottsne01,2007,1,CHN,NL,0,1,16,0,0,0,0,50,15,9,1,9,14,0.246,4.86,0,0,3,0,76,4,9,1,2,4 +coutljo01,2007,1,CIN,NL,4,2,64,0,0,0,0,123,38,20,3,27,38,0.250,4.39,0,6,4,0,187,9,22,2,2,6 +crainje01,2007,1,MIN,AL,1,2,18,0,0,0,0,49,19,10,4,4,10,0.292,5.51,0,0,1,1,71,5,16,0,1,2 +cruzju02,2007,1,ARI,NL,6,1,53,0,0,0,0,183,45,21,7,32,87,0.205,3.10,3,1,5,2,262,15,28,2,2,2 +danksjo01,2007,1,CHA,AL,6,13,26,26,0,0,0,417,160,85,28,54,109,0.289,5.50,4,3,4,0,622,0,92,7,4,12 +davidda01,2007,1,PIT,NL,0,0,2,0,0,0,0,6,6,5,1,2,0,0.462,22.50,0,0,2,0,17,1,6,0,0,0 +davieky01,2007,1,ATL,NL,4,8,17,17,0,0,0,258,92,55,12,44,59,0.272,5.76,3,1,2,1,389,0,61,3,2,8 +davieky01,2007,2,KCA,AL,3,7,11,11,0,0,0,150,63,37,10,26,40,0.304,6.66,1,7,3,0,239,0,41,2,1,1 +davisdo02,2007,1,ARI,NL,13,12,33,33,0,0,0,578,211,91,21,95,144,0.281,4.25,7,10,5,1,862,0,100,10,2,23 +davisja02,2007,1,CLE,AL,0,0,8,0,0,0,0,34,13,6,0,9,5,0.283,4.76,1,0,0,0,56,4,6,0,1,2 +davisja02,2007,2,SEA,AL,2,0,16,0,0,0,0,77,29,18,4,16,14,0.290,6.31,1,2,2,2,121,5,21,1,2,5 +daviska01,2007,1,PHI,NL,0,1,11,0,0,0,0,34,17,7,2,8,10,0.340,5.56,2,0,0,0,59,1,7,0,1,1 +dayde01,2007,1,CHA,AL,0,1,13,0,0,0,0,36,19,15,1,9,7,0.352,11.25,0,1,2,0,65,6,15,0,0,2 +dejonjo01,2007,1,TOR,AL,0,0,6,0,0,0,0,27,11,8,0,5,7,0.297,8.00,0,0,0,0,42,4,9,0,0,2 +delaceu01,2007,1,DET,AL,0,0,6,0,0,0,0,20,10,5,1,4,5,0.357,6.75,1,3,0,0,32,4,8,0,0,2 +delarjo01,2007,1,KCA,AL,8,12,26,23,0,0,0,390,160,84,20,53,82,0.304,5.82,6,4,3,1,589,1,88,2,4,13 +delcama01,2007,1,BOS,AL,0,0,44,0,0,0,1,132,28,10,4,17,41,0.183,2.05,1,0,2,0,176,5,11,2,2,1 +dempsry01,2007,1,CHN,NL,2,7,66,0,0,0,28,200,59,35,8,30,55,0.240,4.73,4,2,1,1,282,58,36,3,2,6 +depauju01,2007,1,MIN,AL,0,1,16,0,0,0,0,60,30,19,5,10,8,0.357,8.55,1,0,3,0,99,7,20,1,1,4 +desalma01,2007,1,NYA,AL,1,3,7,6,0,0,0,83,34,19,2,18,10,0.304,6.18,0,2,3,0,135,0,20,1,0,4 +desseel01,2007,1,MIL,NL,1,1,12,0,0,0,0,45,24,11,3,3,12,0.369,6.60,0,0,0,0,69,7,16,0,1,3 +desseel01,2007,2,COL,NL,1,1,5,5,0,0,0,57,21,16,3,9,10,0.276,7.58,0,0,0,0,87,0,16,2,0,0 +detwiro01,2007,1,WAS,NL,0,0,1,0,0,0,0,3,0,0,0,0,1,0.000,0.00,0,0,0,0,4,1,0,0,0,0 +devinjo01,2007,1,ATL,NL,1,0,10,0,0,0,0,25,7,1,0,8,7,0.241,1.08,2,1,0,0,39,5,1,1,1,1 +dinarle01,2007,1,OAK,AL,8,10,35,20,0,0,0,394,136,60,13,50,59,0.278,4.11,2,2,3,0,555,9,74,7,6,27 +dohmasc01,2007,1,TBA,AL,3,0,31,0,0,0,0,98,29,12,3,18,26,0.257,3.31,1,0,0,0,136,8,13,2,3,4 +donnebr01,2007,1,BOS,AL,2,1,27,0,0,0,0,62,19,7,0,5,15,0.235,3.05,0,2,4,0,90,4,8,0,0,0 +doteloc01,2007,1,KCA,AL,2,1,24,0,0,0,11,69,24,10,3,11,29,0.264,3.91,4,2,4,0,108,22,11,1,0,1 +doteloc01,2007,2,ATL,NL,0,0,9,0,0,0,0,23,5,4,1,1,12,0.172,4.70,0,0,0,0,30,3,5,0,0,0 +dovede01,2007,1,SLN,NL,0,0,3,0,0,0,0,9,5,5,2,1,1,0.357,15.00,0,0,0,0,15,1,5,0,0,0 +downssc01,2007,1,TOR,AL,4,2,81,0,0,0,1,174,47,14,3,24,57,0.223,2.17,3,2,1,1,239,13,15,1,2,6 +doyneco01,2007,1,BAL,AL,0,0,5,0,0,0,0,11,7,6,1,3,2,0.412,14.73,0,0,1,0,22,3,6,0,1,0 +drisktr01,2007,1,HOU,NL,0,1,2,0,0,0,0,18,10,3,1,1,4,0.370,4.50,0,0,0,0,29,1,6,0,1,1 +duchsju01,2007,1,OAK,AL,3,3,17,0,0,0,0,49,18,9,3,8,13,0.281,4.96,3,0,0,0,75,2,9,1,2,0 +duckwbr01,2007,1,KCA,AL,3,5,26,3,0,0,1,140,51,24,3,23,21,0.276,4.63,2,7,1,0,211,6,30,1,1,5 +dukeza01,2007,1,PIT,NL,3,8,20,19,0,0,0,322,161,66,14,25,41,0.359,5.53,2,0,3,1,482,0,74,2,4,23 +dumatph01,2007,1,CIN,NL,0,4,6,6,0,0,0,54,39,30,6,12,9,0.448,15.00,0,0,1,0,104,0,30,2,2,1 +durbich01,2007,1,DET,AL,8,7,36,19,0,0,1,383,133,67,21,49,66,0.268,4.72,4,2,8,0,561,7,71,1,7,10 +durbijd01,2007,1,ARI,NL,0,0,1,0,0,0,0,2,7,7,0,1,1,0.778,94.50,0,0,0,0,10,0,7,0,0,0 +durbijd01,2007,2,PHI,NL,6,5,18,10,1,1,1,194,71,37,6,36,39,0.282,5.15,4,2,2,0,295,4,42,4,1,7 +eatonad01,2007,1,PHI,NL,10,10,30,30,0,0,0,485,192,113,30,71,97,0.301,6.29,4,6,11,0,734,0,117,10,5,14 +elartsc01,2007,1,KCA,AL,2,4,9,9,0,0,0,111,53,43,12,21,13,0.338,10.46,0,2,3,0,185,0,44,0,3,6 +embreal01,2007,1,OAK,AL,1,2,68,0,0,0,17,204,67,30,5,19,51,0.258,3.97,5,0,0,0,284,36,30,1,4,4 +ennisjo01,2007,1,PHI,NL,0,0,3,1,0,0,1,23,12,7,1,3,8,0.343,8.22,0,0,0,0,38,1,7,0,0,0 +escobke01,2007,1,LAA,AL,18,7,30,30,3,1,0,587,182,74,11,66,160,0.248,3.40,2,9,3,0,812,0,79,5,4,28 +evelada01,2007,1,ARI,NL,1,0,5,1,0,0,0,15,8,8,0,5,3,0.364,14.40,0,1,0,0,28,0,8,0,1,0 +eyresc01,2007,1,CHN,NL,2,1,55,0,0,0,0,157,59,24,3,35,45,0.294,4.13,5,3,1,0,240,17,26,2,1,9 +eyrewi01,2007,1,TEX,AL,4,6,33,2,0,0,1,204,78,39,8,32,42,0.291,5.16,4,5,1,0,307,10,42,5,1,5 +falkebr01,2007,1,SLN,NL,0,1,16,0,0,0,0,56,22,10,2,8,16,0.293,4.82,0,1,1,0,84,2,10,0,0,3 +farnsky01,2007,1,NYA,AL,2,1,64,0,0,0,0,180,60,32,9,27,48,0.256,4.80,2,4,2,2,266,11,35,1,2,1 +feierry01,2007,1,SEA,AL,1,6,13,9,0,0,0,148,73,44,10,23,27,0.353,8.03,2,3,4,0,236,0,44,0,2,3 +feldmsc01,2007,1,TEX,AL,1,2,29,0,0,0,0,117,44,25,3,32,19,0.284,5.77,5,2,3,2,192,10,26,0,2,4 +felicpe01,2007,1,NYN,NL,2,2,78,0,0,0,2,192,47,22,3,31,61,0.200,3.09,4,1,5,1,275,12,26,2,2,8 +fieldna01,2007,1,FLO,NL,0,0,1,0,0,0,0,3,3,3,0,1,2,0.500,27.00,0,0,0,0,7,1,3,0,0,0 +florera01,2007,1,SLN,NL,3,0,70,0,0,0,1,165,71,26,2,15,47,0.310,4.25,0,3,3,0,253,11,31,4,2,5 +florero01,2007,1,OAK,AL,0,2,17,0,0,0,0,53,16,7,2,12,15,0.235,3.57,5,0,0,0,81,4,8,0,1,0 +floydga01,2007,1,CHA,AL,1,5,16,10,0,0,0,210,85,41,17,19,49,0.299,5.27,0,1,6,0,314,4,45,3,2,9 +foggjo01,2007,1,COL,NL,10,9,30,29,0,0,0,497,194,91,23,59,94,0.293,4.94,7,3,13,0,745,0,99,5,5,13 +fossuca01,2007,1,TBA,AL,5,8,40,10,0,0,0,228,109,65,15,27,53,0.339,7.70,1,3,6,0,364,7,71,2,7,8 +francfr01,2007,1,TEX,AL,1,1,59,0,0,0,0,178,57,30,3,38,49,0.258,4.55,4,8,2,0,268,16,33,6,1,3 +francje01,2007,1,COL,NL,17,9,34,34,1,1,0,646,234,101,25,63,165,0.278,4.22,7,1,7,1,922,0,103,7,4,22 +frankry01,2007,1,SLN,NL,4,4,69,0,0,0,1,240,70,27,8,11,44,0.234,3.04,0,2,3,0,317,8,28,2,2,6 +frasoja01,2007,1,TOR,AL,1,5,51,0,0,0,3,171,47,29,3,23,59,0.220,4.58,1,2,2,1,242,18,29,1,2,1 +fuentbr01,2007,1,COL,NL,3,5,64,0,0,0,20,184,46,21,6,23,56,0.206,3.08,0,2,7,0,255,38,26,1,1,3 +fultzaa01,2007,1,CLE,AL,4,3,49,0,0,0,0,111,31,12,2,18,28,0.228,2.92,2,1,1,0,158,10,12,0,3,1 +gabbaka01,2007,1,BOS,AL,4,0,7,7,1,1,0,123,28,17,3,18,29,0.196,3.73,0,0,4,0,165,0,17,0,0,6 +gabbaka01,2007,2,TEX,AL,2,1,8,8,0,0,0,121,40,25,5,23,26,0.265,5.58,1,5,3,0,179,0,25,1,1,7 +gagneer01,2007,1,TEX,AL,2,0,34,0,0,0,16,100,23,8,2,12,29,0.192,2.16,0,1,1,0,133,30,8,0,0,3 +gagneer01,2007,2,BOS,AL,2,2,20,0,0,0,0,56,26,14,1,9,22,0.325,6.75,0,0,0,0,89,11,14,0,0,0 +galarar01,2007,1,TEX,AL,0,0,3,1,0,0,0,26,8,6,2,7,6,0.250,6.23,0,0,0,0,40,2,6,0,1,0 +gallase01,2007,1,CHN,NL,0,0,8,0,0,0,1,44,19,14,3,12,5,0.317,8.59,0,0,1,0,74,3,15,0,1,3 +gallayo01,2007,1,MIL,NL,9,5,20,17,0,0,0,331,103,45,8,37,101,0.245,3.67,2,3,2,0,466,1,48,4,3,11 +garcian01,2007,1,PHI,NL,0,0,1,0,0,0,0,2,2,1,0,0,0,0.500,13.50,0,0,0,0,4,0,1,0,0,0 +garcifr02,2007,1,PHI,NL,1,5,11,11,0,0,0,174,74,38,12,19,50,0.318,5.90,3,5,5,0,264,0,39,4,3,5 +garciha01,2007,1,FLO,NL,0,1,8,0,0,0,0,37,14,6,3,7,15,0.298,4.38,1,2,0,0,55,0,6,1,0,1 +garcija01,2007,1,OAK,AL,3,1,46,0,0,0,2,152,43,25,6,23,52,0.224,4.44,6,5,1,0,219,10,25,0,3,1 +gardnle01,2007,1,FLO,NL,3,4,62,0,0,0,2,223,72,16,2,18,52,0.254,1.94,4,1,3,0,311,20,19,3,3,6 +garlajo01,2007,1,CHA,AL,10,13,32,32,2,1,0,625,219,98,19,57,98,0.270,4.23,3,1,4,0,883,0,114,3,7,20 +garzama01,2007,1,MIN,AL,5,7,16,15,0,0,0,249,96,34,8,32,67,0.294,3.69,4,4,4,0,367,1,44,1,4,11 +gaudich01,2007,1,OAK,AL,11,13,34,34,1,0,0,598,205,98,21,100,154,0.267,4.42,8,3,8,1,886,0,108,3,6,26 +gearyge01,2007,1,PHI,NL,3,2,57,0,0,0,0,202,72,33,8,25,38,0.283,4.41,6,3,9,0,296,10,44,5,3,13 +germaju01,2007,1,SDN,NL,7,10,26,23,0,0,0,400,133,66,14,40,78,0.259,4.46,3,1,8,0,566,3,72,4,0,17 +gieseda01,2007,1,SFN,NL,0,2,8,0,0,0,0,28,8,5,4,2,7,0.235,4.82,0,0,0,0,37,3,5,1,0,0 +glavito02,2007,1,NYN,NL,13,8,34,34,1,1,0,601,219,99,23,64,89,0.281,4.45,2,2,4,0,855,0,102,5,2,21 +glovega01,2007,1,TBA,AL,6,5,67,0,0,0,2,232,87,42,12,27,51,0.288,4.89,3,2,1,0,334,18,44,1,3,9 +gobblji01,2007,1,KCA,AL,4,1,74,0,0,0,1,161,56,18,6,23,50,0.277,3.02,6,6,2,1,233,12,23,1,5,6 +gonzaed01,2007,1,ARI,NL,8,4,32,12,0,0,0,306,110,57,18,28,62,0.276,5.03,4,5,4,1,437,5,61,2,3,12 +gonzaen01,2007,1,ARI,NL,0,0,1,0,0,0,0,6,4,3,0,1,0,0.400,13.50,0,0,0,0,11,1,4,0,0,1 +gonzami02,2007,1,ATL,NL,2,0,18,0,0,0,2,51,15,3,0,8,13,0.246,1.59,0,0,0,0,70,5,3,0,1,2 +gordoto01,2007,1,PHI,NL,3,2,44,0,0,0,6,120,40,21,7,13,32,0.263,4.73,0,1,2,0,170,11,21,1,2,6 +gorzeto01,2007,1,PIT,NL,14,10,32,32,1,1,0,605,214,87,18,68,135,0.273,3.88,3,5,11,1,874,0,90,3,9,17 +goslimi01,2007,1,CIN,NL,2,0,23,0,0,0,0,99,42,18,5,28,32,0.318,4.91,8,1,1,0,164,7,22,2,1,5 +grabojo02,2007,1,PIT,NL,3,2,63,0,0,0,1,155,56,26,6,19,42,0.277,4.53,2,3,1,0,228,14,27,4,2,5 +greense01,2007,1,SEA,AL,5,2,64,0,0,0,0,204,77,29,2,34,53,0.298,3.84,6,2,3,0,304,10,31,4,5,11 +greggke01,2007,1,FLO,NL,0,5,74,0,0,0,32,252,63,33,7,40,87,0.206,3.54,1,6,6,0,355,55,34,3,0,4 +greinza01,2007,1,KCA,AL,7,7,52,14,0,0,1,366,122,50,12,36,106,0.265,3.69,5,3,3,1,507,7,52,3,4,11 +grillja01,2007,1,DET,AL,5,3,57,0,0,0,0,239,81,42,5,32,62,0.263,4.74,1,5,5,0,352,13,46,1,5,6 +gronkle01,2007,1,TOR,AL,0,0,1,0,0,0,0,12,2,1,1,2,2,0.154,2.25,0,0,0,0,15,0,1,0,0,1 +guarded01,2007,1,CIN,NL,0,0,15,0,0,0,0,41,16,11,2,4,8,0.286,7.24,0,0,1,0,62,2,11,0,1,0 +guerrma02,2007,1,MIN,AL,2,4,73,0,0,0,1,264,71,23,9,21,68,0.220,2.35,1,6,5,0,351,16,23,0,3,7 +guthrje01,2007,1,BAL,AL,7,5,32,26,0,0,0,526,165,72,23,47,123,0.249,3.70,2,8,4,1,723,3,78,4,6,18 +gutieju01,2007,1,HOU,NL,1,1,7,3,0,0,0,64,25,14,3,6,16,0.298,5.91,2,1,0,0,93,1,14,0,3,1 +guzmaan01,2007,1,CHN,NL,0,1,12,3,0,0,0,91,32,12,2,9,26,0.278,3.56,0,3,2,0,128,3,12,1,1,5 +gwynma01,2007,1,LAA,AL,0,0,3,0,0,0,1,16,9,7,3,5,3,0.360,11.81,0,1,0,0,31,2,9,0,1,0 +haegech01,2007,1,CHA,AL,0,1,8,0,0,0,0,34,17,9,3,8,1,0.354,7.15,2,0,1,0,59,5,11,1,1,1 +hallaro01,2007,1,TOR,AL,16,7,31,31,7,1,0,676,232,93,15,48,139,0.268,3.71,3,4,3,0,927,0,101,2,7,28 +hamelco01,2007,1,PHI,NL,15,5,28,28,2,0,0,550,163,69,25,43,177,0.237,3.39,4,5,3,0,743,0,72,5,5,12 +hammeja01,2007,1,TBA,AL,3,5,24,14,0,0,0,255,100,58,12,40,64,0.294,6.14,1,3,2,0,384,2,58,2,0,6 +hampsju01,2007,1,SDN,NL,2,3,39,0,0,0,0,160,48,16,1,16,34,0.242,2.70,4,0,3,0,219,12,17,1,1,6 +hancojo01,2007,1,SLN,NL,0,1,8,0,0,0,0,38,14,5,2,5,9,0.286,3.55,0,1,0,0,56,4,6,2,0,1 +hanrajo01,2007,1,WAS,NL,5,3,12,11,0,0,0,153,59,34,9,38,43,0.286,6.00,0,3,0,0,247,0,35,2,1,1 +hansade01,2007,1,BOS,AL,0,1,3,1,0,0,0,23,9,4,2,5,5,0.273,4.70,0,0,0,0,38,0,5,0,0,0 +happja01,2007,1,PHI,NL,0,1,1,1,0,0,0,12,7,5,3,2,5,0.368,11.25,0,0,0,0,21,0,5,0,0,1 +haranaa01,2007,1,CIN,NL,16,6,34,34,2,1,0,695,213,96,28,52,218,0.242,3.73,3,12,8,1,948,0,100,4,5,14 +harderi01,2007,1,OAK,AL,1,2,7,4,0,0,0,77,18,7,3,11,27,0.202,2.45,1,0,0,0,100,2,7,0,0,5 +harenda01,2007,1,OAK,AL,15,9,34,34,0,0,0,668,214,76,24,55,192,0.247,3.07,1,10,3,0,935,0,91,2,8,9 +harikti01,2007,1,COL,NL,0,0,1,1,0,0,0,10,9,3,0,1,2,0.500,8.10,0,0,0,0,19,0,3,0,0,1 +hartke01,2007,1,CHN,NL,0,0,8,0,0,0,0,33,7,1,0,4,13,0.189,0.82,0,0,0,0,42,2,1,1,0,1 +hawkila01,2007,1,COL,NL,2,5,62,0,0,0,0,166,52,21,6,16,29,0.252,3.42,1,2,0,0,225,10,21,2,1,7 +heilmaa01,2007,1,NYN,NL,7,7,81,0,0,0,1,258,72,29,8,20,63,0.224,3.03,1,2,5,0,352,28,36,4,2,4 +hendrma01,2007,1,LAN,NL,4,8,39,15,0,0,0,368,142,71,15,29,92,0.292,5.21,4,4,1,0,532,4,75,12,4,9 +hennebr01,2007,1,SFN,NL,4,5,69,0,0,0,19,205,66,26,7,23,40,0.257,3.42,1,2,3,0,287,34,26,4,0,9 +hennse01,2007,1,NYA,AL,2,2,29,1,0,0,0,110,44,29,6,27,28,0.293,7.12,1,1,3,0,181,8,32,1,0,3 +henslcl01,2007,1,SDN,NL,2,3,13,9,0,0,0,150,62,38,5,32,30,0.307,6.84,2,4,1,1,238,1,40,2,1,4 +hergema01,2007,1,COL,NL,5,1,35,0,0,0,0,146,34,16,4,15,30,0.198,2.96,2,0,0,0,191,9,17,3,1,4 +hernafe02,2007,1,SEA,AL,14,7,30,30,1,1,0,571,209,83,20,53,165,0.281,3.92,4,7,3,1,808,0,88,6,1,20 +hernali01,2007,1,ARI,NL,11,11,33,33,1,0,0,613,247,112,34,79,90,0.308,4.93,1,3,6,2,913,0,116,17,8,22 +hernaor01,2007,1,NYN,NL,9,5,27,24,0,0,0,443,109,61,23,64,128,0.206,3.72,4,2,5,0,608,0,64,8,3,9 +hernaro01,2007,1,CLE,AL,3,1,28,0,0,0,0,78,33,18,2,16,18,0.308,6.23,3,4,1,0,125,8,21,1,0,4 +hernaro01,2007,2,LAN,NL,0,2,22,0,0,0,0,61,26,15,3,9,13,0.317,6.64,0,3,2,0,96,12,16,2,1,4 +hernayo01,2007,1,PHI,NL,0,0,14,0,0,0,0,46,20,9,2,1,13,0.303,5.28,1,0,0,0,67,7,9,0,0,0 +hillri01,2007,1,CHN,NL,11,8,32,32,0,0,0,585,170,85,27,63,183,0.235,3.92,3,1,12,1,812,0,89,9,4,14 +hillsh01,2007,1,WAS,NL,4,5,16,16,0,0,0,292,86,37,9,25,65,0.235,3.42,2,2,5,0,399,0,42,2,1,8 +hirshja01,2007,1,COL,NL,5,7,19,19,1,0,0,337,103,60,18,48,75,0.243,4.81,5,5,2,1,483,0,63,6,4,8 +hochelu01,2007,1,KCA,AL,0,1,4,1,0,0,0,38,11,3,1,4,5,0.239,2.13,0,1,3,0,54,1,4,1,0,3 +hoeyja02,2007,1,BAL,AL,3,4,23,0,0,0,0,74,25,20,2,18,18,0.272,7.30,1,1,1,0,115,1,21,0,4,3 +hoffmtr01,2007,1,SDN,NL,4,5,61,0,0,0,42,172,49,19,2,15,44,0.228,2.98,5,0,0,0,235,50,21,3,2,2 +houltdj01,2007,1,LAN,NL,0,2,18,0,0,0,0,84,28,13,5,7,21,0.267,4.18,0,0,0,0,113,8,14,0,1,3 +howeljp01,2007,1,TBA,AL,1,6,10,10,0,0,0,153,69,43,8,21,49,0.318,7.59,0,3,3,0,244,0,45,2,1,5 +howrybo01,2007,1,CHN,NL,6,7,78,0,0,0,8,244,76,30,8,19,72,0.245,3.32,3,1,2,0,336,32,31,4,1,3 +huberjo01,2007,1,SEA,AL,0,0,9,0,0,0,0,34,13,6,1,4,8,0.302,4.76,0,0,0,0,47,3,6,0,0,4 +hudsolu01,2007,1,KCA,AL,0,1,1,1,0,0,0,6,2,4,1,4,0,0.222,18.00,0,0,0,0,13,0,5,0,0,0 +hudsoti01,2007,1,ATL,NL,16,10,34,34,1,1,0,673,221,83,10,53,132,0.261,3.33,8,5,8,2,925,0,87,11,6,26 +hugheph01,2007,1,NYA,AL,5,3,13,13,0,0,0,218,64,36,8,29,58,0.235,4.46,0,4,2,0,306,0,39,2,1,7 +huller01,2007,1,LAN,NL,0,0,5,0,0,0,0,20,4,3,0,3,5,0.174,4.05,0,0,0,0,27,3,3,1,0,1 +humbeph01,2007,1,NYN,NL,0,0,3,1,0,0,0,21,9,6,1,2,2,0.300,7.71,0,0,0,0,32,2,6,0,0,0 +igawake01,2007,1,NYA,AL,2,3,14,12,0,0,0,203,76,47,15,37,53,0.279,6.25,1,5,4,1,313,0,48,0,0,6 +isrinja01,2007,1,SLN,NL,4,0,63,0,0,0,32,196,42,18,4,28,54,0.179,2.48,3,3,2,0,267,54,21,1,1,5 +jacksed01,2007,1,TBA,AL,5,15,32,31,1,1,0,483,195,103,19,88,128,0.299,5.76,3,7,4,1,755,0,116,5,6,12 +jamesch03,2007,1,ATL,NL,11,10,30,30,0,0,0,484,164,76,32,58,116,0.265,4.24,5,1,1,1,691,0,77,9,4,7 +janssca01,2007,1,TOR,AL,2,3,70,0,0,0,6,218,67,19,4,20,39,0.247,2.35,2,4,3,0,297,21,22,0,3,10 +jenksbo01,2007,1,CHA,AL,3,5,66,0,0,0,40,195,45,20,2,13,56,0.198,2.77,4,4,1,0,249,62,20,5,3,4 +jennija01,2007,1,HOU,NL,2,9,19,18,0,0,0,297,119,71,19,34,71,0.301,6.45,2,5,2,0,445,0,73,6,7,6 +jimenke01,2007,1,SLN,NL,3,0,34,0,0,0,0,126,56,35,2,17,24,0.320,7.50,1,0,4,0,198,15,36,1,1,6 +jimenub01,2007,1,COL,NL,4,4,15,15,0,0,0,246,70,39,10,37,68,0.228,4.28,4,3,6,0,354,0,46,3,1,7 +johnsji04,2007,1,BAL,AL,0,0,1,0,0,0,0,6,3,2,0,2,1,0.375,9.00,0,0,0,0,11,1,2,0,1,0 +johnsjo09,2007,1,FLO,NL,0,3,4,4,0,0,0,47,26,13,1,12,14,0.388,7.47,3,1,0,0,82,0,17,2,1,3 +johnsra05,2007,1,ARI,NL,4,3,10,10,0,0,0,170,52,24,7,13,72,0.245,3.81,3,1,4,0,233,0,26,4,0,3 +johnsty01,2007,1,SLN,NL,1,1,55,0,0,0,0,114,31,17,4,16,24,0.217,4.03,2,2,3,0,164,6,18,1,1,2 +jonesgr01,2007,1,LAA,AL,0,0,9,0,0,0,0,26,10,6,2,5,5,0.278,6.23,0,1,1,0,42,8,6,0,0,0 +jonesto02,2007,1,DET,AL,1,4,63,0,0,0,38,184,64,29,3,23,33,0.267,4.26,6,3,0,0,265,54,29,2,0,7 +juliojo01,2007,1,FLO,NL,0,2,10,0,0,0,0,28,18,13,2,11,6,0.400,12.54,1,1,2,1,59,5,14,1,0,1 +juliojo01,2007,2,COL,NL,0,3,58,0,0,0,0,158,50,23,6,20,50,0.256,3.93,1,5,1,0,221,9,25,1,4,7 +jurrjja01,2007,1,DET,AL,3,1,7,7,0,0,0,92,24,16,4,11,13,0.220,4.70,0,2,1,0,122,0,16,0,1,4 +karstje01,2007,1,NYA,AL,1,4,7,3,0,0,0,44,27,18,4,9,5,0.397,11.05,0,2,0,0,80,2,21,2,1,0 +kazmisc01,2007,1,TBA,AL,13,9,34,34,0,0,0,620,196,80,18,89,239,0.251,3.48,1,10,7,0,887,0,91,6,3,18 +keislra01,2007,1,SLN,NL,0,0,4,3,0,0,0,52,21,10,3,5,5,0.309,5.19,0,0,0,0,77,1,12,2,2,1 +kendrky01,2007,1,PHI,NL,10,4,20,20,0,0,0,363,129,52,16,25,49,0.280,3.87,3,0,7,0,499,0,53,4,2,17 +kenneia01,2007,1,NYA,AL,1,0,3,3,0,0,0,57,13,4,1,9,15,0.191,1.89,0,0,0,0,77,0,6,0,0,1 +kennejo04,2007,1,OAK,AL,3,9,27,16,0,0,0,303,109,49,9,48,42,0.284,4.37,1,7,5,0,450,4,53,6,7,14 +kennejo04,2007,2,ARI,NL,0,0,3,0,0,0,0,8,4,6,0,2,1,0.333,20.25,0,2,4,0,19,0,7,0,1,1 +kennejo04,2007,3,TOR,AL,1,0,9,0,0,0,0,21,6,4,0,5,8,0.231,5.14,0,0,0,0,32,2,6,0,1,0 +kensilo01,2007,1,FLO,NL,3,0,9,0,0,0,0,40,11,2,0,7,13,0.224,1.35,2,0,2,0,59,0,2,1,0,1 +keppebo01,2007,1,COL,NL,0,0,4,0,0,0,0,12,6,5,1,3,1,0.353,11.25,0,0,0,0,20,1,5,0,0,1 +kimby01,2007,1,COL,NL,1,2,3,1,0,0,0,18,6,7,2,4,2,0.286,10.50,0,0,1,0,29,2,7,0,3,0 +kimby01,2007,2,FLO,NL,5,3,14,13,0,0,0,227,65,35,9,53,68,0.227,4.16,3,1,8,1,349,0,41,1,1,4 +kimby01,2007,3,ARI,NL,0,1,2,2,0,0,0,8,11,7,1,2,3,0.611,23.63,0,0,1,0,22,0,9,1,0,0 +kimby01,2007,4,FLO,NL,4,2,9,6,0,0,0,102,49,31,8,9,34,0.343,8.21,0,3,6,0,162,2,33,2,2,3 +kingra01,2007,1,WAS,NL,1,1,55,0,0,0,0,101,31,17,5,18,18,0.246,4.54,1,2,2,0,149,7,17,1,2,2 +kingra01,2007,2,MIL,NL,0,0,12,0,0,0,0,18,6,4,1,3,7,0.261,6.00,0,0,0,0,26,3,4,0,0,1 +klinest02,2007,1,SFN,NL,1,2,68,0,0,0,2,138,58,24,2,18,17,0.301,4.70,3,1,2,0,216,19,25,3,0,2 +kolbda01,2007,1,PIT,NL,0,0,3,0,0,0,0,9,6,3,1,2,2,0.462,9.00,1,0,0,0,16,1,3,0,1,1 +kominsh01,2007,1,OAK,AL,0,0,2,0,0,0,0,23,6,4,2,1,1,0.214,4.70,0,0,1,0,31,1,4,0,1,0 +koplomi01,2007,1,CLE,AL,0,0,5,0,0,0,0,18,6,4,0,2,4,0.261,6.00,0,0,1,0,26,4,4,0,0,1 +koronjo01,2007,1,TEX,AL,0,2,2,2,0,0,0,31,16,9,0,5,2,0.372,7.84,0,0,1,0,52,0,9,2,1,0 +kuoho01,2007,1,LAN,NL,1,4,8,6,0,0,0,91,35,25,3,14,27,0.285,7.42,0,1,1,0,140,1,26,1,1,1 +kuwatma01,2007,1,PIT,NL,0,1,19,0,0,0,0,63,25,22,6,15,12,0.301,9.43,4,0,1,0,103,3,23,1,3,2 +lackejo01,2007,1,LAA,AL,19,9,33,33,2,2,0,672,219,75,18,52,179,0.254,3.01,2,9,12,1,929,0,87,1,1,23 +laffeaa01,2007,1,CLE,AL,4,2,9,9,0,0,0,148,54,25,2,12,25,0.287,4.56,0,2,4,1,207,0,26,1,2,8 +lannajo01,2007,1,WAS,NL,2,2,6,6,0,0,0,104,36,16,3,17,10,0.273,4.15,1,1,2,0,153,0,17,2,0,7 +laraju01,2007,1,CLE,AL,0,0,1,0,0,0,0,4,2,2,1,1,2,0.333,13.50,0,0,0,0,7,1,2,0,0,0 +lawrebr02,2007,1,NYN,NL,1,2,6,6,0,0,0,87,43,22,4,13,18,0.347,6.83,1,1,1,0,139,0,22,1,0,3 +leagubr01,2007,1,TOR,AL,0,0,14,0,0,0,0,35,19,8,1,7,7,0.380,6.17,0,3,0,0,58,2,8,0,1,1 +ledezwi01,2007,1,DET,AL,3,1,23,0,0,0,0,107,38,19,4,26,24,0.277,4.79,2,3,0,2,166,5,21,2,1,3 +ledezwi01,2007,2,ATL,NL,0,2,12,0,0,0,0,28,12,8,1,4,7,0.300,7.71,0,0,0,0,45,4,10,0,1,1 +ledezwi01,2007,3,SDN,NL,0,0,9,1,0,0,0,43,20,10,2,8,16,0.333,6.28,2,0,0,0,69,4,11,0,1,2 +leecl02,2007,1,CLE,AL,5,8,20,16,1,0,0,292,112,68,17,36,66,0.284,6.29,1,5,7,0,443,1,73,3,2,7 +leicejo01,2007,1,BAL,AL,2,3,10,5,1,0,0,96,36,27,3,13,16,0.283,7.59,0,1,3,0,145,1,27,1,1,2 +lerewan01,2007,1,ATL,NL,0,2,3,3,0,0,0,35,14,10,4,7,9,0.298,7.71,1,1,0,0,57,0,10,3,0,1 +lestejo01,2007,1,BOS,AL,4,0,12,11,0,0,0,189,61,32,10,31,50,0.257,4.57,0,1,1,0,275,0,33,1,5,3 +lewisco01,2007,1,OAK,AL,0,2,26,1,0,0,0,113,44,27,7,14,23,0.293,6.45,3,1,3,1,170,8,28,1,2,5 +lewisje01,2007,1,CLE,AL,1,1,26,0,0,0,0,88,26,7,1,10,34,0.234,2.15,1,1,1,0,125,5,8,2,1,0 +lidgebr01,2007,1,HOU,NL,5,3,66,0,0,0,19,201,54,25,9,30,88,0.219,3.36,4,6,4,0,287,34,29,5,1,3 +liebejo01,2007,1,PHI,NL,3,6,14,12,1,1,0,234,91,41,7,22,54,0.293,4.73,5,1,3,1,342,1,44,2,4,10 +lillyte01,2007,1,CHN,NL,15,8,34,34,0,0,0,621,181,88,28,55,174,0.236,3.83,2,7,3,0,847,0,91,11,9,13 +linceti01,2007,1,SFN,NL,7,5,24,24,0,0,0,439,122,65,12,65,150,0.226,4.00,5,10,2,0,618,0,70,5,7,9 +lindsma01,2007,1,FLO,NL,3,4,71,0,0,0,0,201,66,23,2,21,62,0.258,3.09,4,5,3,0,284,11,27,3,1,5 +linebsc01,2007,1,SDN,NL,3,3,44,0,0,0,1,135,41,19,9,14,25,0.240,3.80,1,4,1,0,186,7,19,0,0,1 +linebsc01,2007,2,MIL,NL,2,3,27,0,0,0,0,76,27,10,3,11,25,0.276,3.55,2,2,0,0,109,4,14,0,0,4 +litscje01,2007,1,TOR,AL,7,9,20,20,0,0,0,333,116,47,14,36,50,0.270,3.81,2,2,7,0,478,0,56,3,3,17 +littlwe01,2007,1,TEX,AL,3,2,35,0,0,0,2,144,48,23,6,16,24,0.262,4.31,1,1,3,0,205,11,23,0,3,6 +livinbo01,2007,1,CIN,NL,3,3,10,10,0,0,0,169,77,33,8,8,27,0.325,5.27,0,2,1,1,250,0,35,4,0,5 +lizra01,2007,1,BAL,AL,0,2,9,4,0,0,0,74,25,19,3,23,24,0.260,6.93,1,3,1,0,122,5,21,1,1,0 +loaizes01,2007,1,OAK,AL,1,0,2,2,0,0,0,44,10,3,1,4,5,0.192,1.84,0,0,0,0,56,0,3,0,0,2 +loaizes01,2007,2,LAN,NL,1,4,5,5,0,0,0,68,26,21,9,16,15,0.299,8.34,1,0,1,1,108,0,21,3,1,2 +loeka01,2007,1,TEX,AL,6,11,28,23,0,0,0,408,162,81,13,56,78,0.295,5.36,6,6,4,0,615,0,96,1,5,14 +loewead01,2007,1,BAL,AL,2,0,6,6,0,0,0,91,27,12,1,26,22,0.239,3.56,0,1,3,1,143,0,14,1,0,5 +loganbo02,2007,1,CHA,AL,2,1,68,0,0,0,0,152,59,28,7,20,35,0.298,4.97,3,2,0,0,226,13,30,2,6,7 +lohseky01,2007,1,CIN,NL,6,12,21,21,2,1,0,395,143,67,16,33,80,0.280,4.58,1,3,6,0,561,0,76,8,4,10 +lohseky01,2007,2,PHI,NL,3,0,13,11,0,0,0,183,64,32,6,24,42,0.276,4.72,2,0,6,0,268,0,33,6,0,3 +loopebr01,2007,1,SLN,NL,12,12,31,30,0,0,0,525,183,96,22,51,87,0.269,4.94,2,0,4,3,746,0,100,4,6,16 +lopezaq01,2007,1,DET,AL,0,0,10,0,0,0,1,52,18,10,2,6,7,0.273,5.19,0,0,2,0,76,6,10,0,2,2 +lopezja02,2007,1,BOS,AL,2,1,61,0,0,0,0,122,36,14,2,18,26,0.240,3.10,2,1,4,0,174,11,16,1,1,5 +lopezro01,2007,1,COL,NL,5,4,14,14,0,0,0,238,83,39,11,21,43,0.273,4.42,6,0,0,0,333,0,43,3,5,5 +lowede01,2007,1,LAN,NL,12,14,33,32,3,0,0,598,194,86,20,59,147,0.254,3.88,2,3,1,1,831,0,100,6,2,21 +lowema01,2007,1,SEA,AL,0,0,4,0,0,0,0,8,2,2,1,3,3,0.200,6.75,0,0,0,0,13,1,2,0,0,0 +lowryno01,2007,1,SFN,NL,14,8,26,26,1,0,0,468,155,68,12,87,87,0.265,3.92,2,5,5,0,694,0,76,14,4,25 +lugoru01,2007,1,TBA,AL,2,0,11,0,0,0,0,32,17,11,2,13,8,0.362,9.28,2,1,0,0,61,4,11,1,0,1 +lugoru01,2007,2,OAK,AL,4,0,27,0,0,0,0,113,31,18,1,24,26,0.226,4.30,4,1,2,0,167,10,18,2,2,1 +lyonbr01,2007,1,ARI,NL,6,4,73,0,0,0,2,222,70,22,2,22,40,0.251,2.68,2,3,1,1,307,20,25,3,2,7 +macdomi01,2007,1,CHA,AL,2,5,54,0,0,0,0,127,50,32,3,33,39,0.291,6.80,3,8,2,0,208,8,37,0,1,6 +maddugr01,2007,1,SDN,NL,14,11,34,34,1,0,0,594,221,91,14,25,104,0.285,4.14,3,5,6,0,830,0,92,15,8,14 +madsory01,2007,1,PHI,NL,2,2,38,0,0,0,1,168,48,19,5,23,43,0.231,3.05,4,2,2,2,237,9,19,2,2,1 +mahayro01,2007,1,TEX,AL,2,0,28,0,0,0,1,117,33,12,3,21,32,0.236,2.77,0,0,1,1,164,8,12,1,1,4 +mahayro01,2007,2,ATL,NL,1,0,30,0,0,0,0,84,19,7,1,16,23,0.194,2.25,2,1,0,0,117,0,8,2,1,3 +maholpa01,2007,1,PIT,NL,10,15,29,29,2,1,0,533,204,99,22,49,105,0.295,5.02,3,5,6,0,765,0,110,13,6,29 +mainejo01,2007,1,NYN,NL,15,10,32,32,1,1,0,573,168,83,23,75,180,0.235,3.91,3,2,5,0,810,0,90,11,4,5 +majewga01,2007,1,CIN,NL,0,4,32,0,0,0,0,69,43,21,3,3,10,0.398,8.22,1,0,2,0,113,3,22,0,0,4 +marcush01,2007,1,TOR,AL,12,6,38,25,0,0,1,477,149,73,27,49,122,0.249,4.13,1,1,5,0,660,6,76,3,3,16 +marmoca01,2007,1,CHN,NL,5,1,59,0,0,0,1,208,41,11,3,35,96,0.169,1.43,3,5,4,1,285,6,11,1,2,2 +marotmi01,2007,1,DET,AL,5,2,13,13,0,0,0,235,97,44,15,33,28,0.319,5.06,0,1,3,0,346,0,47,2,4,10 +marotmi01,2007,2,SLN,NL,0,5,14,7,0,0,0,114,71,45,11,17,23,0.394,10.66,1,1,2,0,203,2,56,2,2,4 +marquja01,2007,1,CHN,NL,12,9,34,33,1,1,0,575,190,98,22,76,109,0.256,4.60,6,3,13,0,846,0,111,13,1,19 +marshja01,2007,1,OAK,AL,1,2,51,0,0,0,0,126,50,30,3,22,18,0.298,6.43,6,2,4,0,198,15,33,3,1,7 +marshse01,2007,1,CHN,NL,7,8,21,19,0,0,0,310,107,45,13,35,67,0.267,3.92,3,4,1,0,446,0,52,7,2,9 +marteda01,2007,1,PIT,NL,2,0,65,0,0,0,0,136,32,12,2,18,51,0.200,2.38,1,0,2,1,182,11,14,0,2,4 +martica03,2007,1,FLO,NL,0,0,2,0,0,0,0,8,4,4,3,1,2,0.333,13.50,0,0,0,0,13,1,4,0,0,0 +martipe02,2007,1,NYN,NL,3,1,5,5,0,0,0,84,33,8,0,7,32,0.284,2.57,1,1,2,0,128,0,11,1,2,1 +martito02,2007,1,COL,NL,0,0,26,0,0,0,0,77,32,14,4,9,10,0.302,4.91,0,0,1,1,117,7,14,1,0,1 +masseni01,2007,1,CHA,AL,2,3,27,1,0,0,0,118,52,31,2,26,21,0.323,7.09,5,4,2,0,193,4,33,1,3,5 +mastnto01,2007,1,CLE,AL,7,2,51,0,0,0,0,173,63,30,6,32,52,0.283,4.68,9,5,2,0,262,18,30,3,2,5 +mateoju01,2007,1,SEA,AL,1,0,9,0,0,0,0,36,12,5,0,5,4,0.255,3.75,1,0,0,0,52,1,5,0,0,1 +matsuda01,2007,1,BOS,AL,15,12,32,32,1,0,0,614,191,100,25,80,201,0.246,4.40,1,5,13,0,874,0,100,3,2,17 +mcbetma01,2007,1,CIN,NL,3,2,23,0,0,0,0,59,22,13,2,7,17,0.286,5.95,1,2,1,0,88,7,13,2,1,0 +mcbrima01,2007,1,ATL,NL,1,0,18,0,0,0,0,45,14,6,1,15,17,0.237,3.60,0,1,1,0,75,4,9,0,0,1 +mcbrima01,2007,2,DET,AL,0,1,20,0,0,0,0,53,19,12,3,10,13,0.275,6.11,0,1,1,0,81,1,12,1,0,2 +mccarbr01,2007,1,TEX,AL,5,10,23,22,0,0,0,305,111,55,9,48,59,0.278,4.87,0,4,3,1,459,0,62,3,5,7 +mccleza01,2007,1,COL,NL,1,0,12,0,0,0,0,42,20,9,0,5,13,0.351,5.79,2,0,0,0,63,1,9,0,1,3 +mccluse01,2007,1,MIL,NL,0,1,14,0,0,0,0,36,11,5,0,5,11,0.250,3.75,0,0,1,0,51,1,9,0,1,3 +mcgowdu01,2007,1,TOR,AL,12,10,27,27,2,1,0,509,146,77,14,61,144,0.230,4.08,3,13,2,0,705,0,80,0,6,13 +mcleama01,2007,1,PIT,NL,0,0,4,0,0,0,0,23,9,7,4,2,5,0.281,8.22,0,0,0,0,34,0,8,0,0,0 +mclemma02,2007,1,HOU,NL,3,0,29,0,0,0,0,105,38,15,5,18,35,0.270,3.86,2,2,1,0,161,9,17,0,1,0 +mechegi01,2007,1,KCA,AL,9,13,34,34,1,0,0,648,218,88,22,62,156,0.263,3.67,2,3,3,0,906,0,98,5,7,20 +meddebr01,2007,1,ARI,NL,1,2,30,0,0,0,0,88,30,14,9,16,23,0.273,4.30,0,1,1,0,128,7,16,1,0,1 +meloajo01,2007,1,LAN,NL,0,0,5,0,0,0,0,22,8,9,1,8,7,0.286,11.05,0,0,1,0,38,3,9,1,0,0 +mendolu01,2007,1,TEX,AL,1,0,6,3,0,0,0,48,13,4,1,4,7,0.232,2.25,0,0,2,0,64,2,4,0,2,1 +meredcl01,2007,1,SDN,NL,5,6,80,0,0,0,0,239,94,31,6,17,59,0.296,3.50,4,3,3,1,342,18,38,1,3,14 +mesajo01,2007,1,DET,AL,1,1,16,0,0,0,0,35,19,16,3,6,9,0.365,12.34,0,0,0,0,59,8,16,0,1,1 +mesajo01,2007,2,PHI,NL,1,2,40,0,0,0,1,117,34,24,6,19,20,0.239,5.54,2,3,2,0,170,13,32,2,5,5 +messera01,2007,1,FLO,NL,1,1,23,0,0,0,0,71,27,7,0,9,12,0.303,2.66,2,0,0,0,103,8,7,4,1,4 +messera01,2007,2,SFN,NL,1,3,37,0,0,0,1,122,58,23,4,12,22,0.343,5.09,3,1,1,0,188,13,23,2,4,4 +meyerda02,2007,1,OAK,AL,0,2,6,3,0,0,0,49,20,16,2,9,11,0.294,8.82,0,3,0,0,79,2,19,1,1,0 +milesaa01,2007,1,SLN,NL,0,0,2,0,0,0,0,6,3,2,1,0,0,0.375,9.00,0,0,1,0,9,2,2,0,0,1 +millean01,2007,1,DET,AL,5,5,13,13,0,0,0,192,73,40,8,39,56,0.282,5.63,0,4,7,1,309,0,43,3,1,5 +milleja03,2007,1,MIN,AL,0,0,4,0,0,0,0,12,7,8,2,3,2,0.368,18.00,1,0,0,0,22,1,8,0,0,0 +milleju01,2007,1,FLO,NL,5,0,62,0,0,0,0,185,53,25,5,24,74,0.228,3.65,6,4,0,1,259,10,27,3,0,3 +millema02,2007,1,CLE,AL,0,0,2,0,0,0,0,3,2,0,0,0,0,0.400,0.00,0,0,0,0,5,2,0,0,0,0 +milletr02,2007,1,HOU,NL,0,0,76,0,0,0,1,139,45,25,6,23,46,0.249,4.86,6,1,4,0,211,12,26,3,0,2 +millewa04,2007,1,CHN,NL,0,1,3,3,0,0,0,41,24,16,5,6,6,0.381,10.54,0,0,0,0,70,0,16,1,0,0 +millwke01,2007,1,TEX,AL,10,14,31,31,0,0,0,518,213,99,19,67,123,0.301,5.16,2,4,8,0,788,0,111,1,4,18 +miltoer01,2007,1,CIN,NL,0,4,6,6,0,0,0,94,39,18,4,9,18,0.298,5.17,0,2,0,0,143,0,21,3,0,2 +minerza01,2007,1,DET,AL,3,4,34,1,0,0,0,161,56,18,3,22,34,0.273,3.02,4,1,0,0,232,8,22,4,1,6 +mischpa01,2007,1,SFN,NL,0,4,18,4,0,0,0,121,47,19,3,12,26,0.296,4.24,2,0,2,0,176,2,21,1,2,6 +mitrese01,2007,1,FLO,NL,5,8,27,27,0,0,0,447,180,77,9,41,80,0.303,4.65,3,6,10,0,662,0,88,6,10,18 +moehlbr01,2007,1,HOU,NL,1,4,42,0,0,0,1,179,67,27,8,17,36,0.282,4.07,3,1,0,0,257,29,29,1,1,11 +moralfr01,2007,1,COL,NL,3,2,8,8,0,0,0,118,34,15,2,14,26,0.241,3.43,1,0,2,0,163,0,15,4,2,4 +morilju01,2007,1,COL,NL,0,0,4,0,0,0,0,11,3,4,1,1,3,0.214,9.82,0,0,1,0,16,1,4,0,0,0 +morrima01,2007,1,SFN,NL,7,7,21,21,3,0,0,410,162,66,12,39,73,0.296,4.35,3,1,5,0,603,0,79,5,6,15 +morrima01,2007,2,PIT,NL,3,4,11,11,0,0,0,186,78,42,6,22,29,0.315,6.10,1,3,4,0,281,0,44,5,2,9 +morrobr01,2007,1,SEA,AL,3,4,60,0,0,0,0,190,56,29,3,50,66,0.243,4.12,5,4,1,0,289,18,29,4,4,4 +moseldu01,2007,1,LAA,AL,4,3,46,8,0,0,0,276,97,45,7,27,50,0.277,4.40,3,6,3,1,383,13,45,1,2,13 +motagu01,2007,1,NYN,NL,2,2,52,0,0,0,0,178,63,38,8,18,47,0.264,5.76,2,2,2,0,261,10,39,2,0,2 +moyerja01,2007,1,PHI,NL,14,12,33,33,1,0,0,598,222,111,30,66,133,0.285,5.01,3,2,5,0,867,0,118,11,5,18 +moylape01,2007,1,ATL,NL,5,3,80,0,0,0,1,270,65,18,6,31,63,0.208,1.80,12,2,7,0,359,16,27,4,4,12 +mujiced01,2007,1,CLE,AL,0,0,10,0,0,0,0,39,19,12,3,2,7,0.333,8.31,0,0,0,0,60,5,12,0,1,0 +muldema01,2007,1,SLN,NL,0,3,3,3,0,0,0,33,22,15,4,7,3,0.440,12.27,0,0,1,0,59,0,17,1,0,4 +munizca01,2007,1,NYN,NL,0,0,2,0,0,0,0,7,1,2,0,2,2,0.125,7.71,0,0,0,0,10,1,2,0,0,0 +munozar01,2007,1,WAS,NL,0,0,13,0,0,0,0,16,6,4,2,7,3,0.273,6.75,1,0,2,0,32,0,4,1,0,0 +muntesc01,2007,1,SFN,NL,1,1,12,0,0,0,0,32,14,5,0,4,4,0.368,4.22,0,0,0,0,46,5,5,2,2,3 +murphbi02,2007,1,ARI,NL,0,0,10,0,0,0,0,19,9,4,0,7,2,0.346,5.68,2,0,1,0,34,2,4,0,0,1 +murraaj01,2007,1,TEX,AL,1,2,14,2,0,0,0,84,25,14,6,15,18,0.238,4.50,1,0,0,0,123,6,15,1,1,1 +mussene01,2007,1,KCA,AL,0,1,17,0,0,0,0,74,32,12,5,14,19,0.314,4.38,3,2,0,0,116,3,13,0,0,3 +mussimi01,2007,1,NYA,AL,11,10,28,27,0,0,0,456,188,87,14,35,91,0.311,5.15,2,1,4,0,656,0,90,6,6,18 +myersbr01,2007,1,PHI,NL,5,7,51,3,0,0,21,206,61,33,9,27,83,0.234,4.33,1,5,1,0,293,37,33,3,1,1 +myersmi01,2007,1,NYA,AL,3,0,55,0,0,0,0,122,38,12,3,16,21,0.247,2.66,0,0,2,1,175,11,14,1,2,5 +myersmi01,2007,2,CHA,AL,1,0,17,0,0,0,0,41,21,17,3,7,6,0.356,11.20,2,0,1,0,70,3,19,1,2,2 +nathajo01,2007,1,MIN,AL,4,2,68,0,0,0,37,215,54,15,4,19,77,0.209,1.88,2,3,1,0,282,60,15,2,2,4 +neshepa01,2007,1,MIN,AL,7,2,74,0,0,0,0,211,44,23,7,27,74,0.183,2.94,5,2,2,0,278,20,25,4,5,4 +newmajo01,2007,1,COL,NL,0,0,2,0,0,0,0,6,2,1,0,0,3,0.250,4.50,0,1,0,0,8,2,1,0,0,0 +nippedu01,2007,1,ARI,NL,1,1,36,0,0,0,0,136,48,28,5,16,38,0.267,5.56,1,4,0,0,196,8,30,0,0,5 +nolasri01,2007,1,FLO,NL,1,2,5,4,0,0,0,64,26,13,3,9,11,0.321,5.48,2,1,1,0,99,0,16,3,5,0 +nunezle01,2007,1,KCA,AL,2,4,13,6,0,0,0,131,44,19,8,10,37,0.259,3.92,0,1,0,0,182,2,21,0,2,4 +obermwe01,2007,1,FLO,NL,2,3,18,7,0,0,0,177,72,43,7,36,35,0.306,6.56,5,2,4,0,278,4,49,0,3,9 +oflaher01,2007,1,SEA,AL,7,1,56,0,0,0,0,157,45,26,1,20,36,0.232,4.47,1,4,5,1,221,9,26,0,2,4 +ohkato01,2007,1,TOR,AL,2,5,10,10,0,0,0,168,68,36,10,22,21,0.300,5.79,1,2,0,0,251,0,39,1,1,7 +ohlenro01,2007,1,NYA,AL,0,0,6,0,0,0,0,19,5,2,1,2,9,0.208,2.84,0,0,0,0,26,3,2,0,0,0 +ohmanwi01,2007,1,CHN,NL,2,4,56,0,0,0,1,109,42,20,3,16,33,0.282,4.95,4,2,1,0,168,11,20,2,0,2 +ojedaau01,2007,1,ARI,NL,0,0,1,0,0,0,0,3,0,0,0,0,0,0.000,0.00,0,0,0,0,3,1,0,0,0,0 +okajihi01,2007,1,BOS,AL,3,2,66,0,0,0,5,207,50,17,6,17,63,0.202,2.22,2,0,1,0,272,13,17,5,1,6 +oliveda02,2007,1,LAA,AL,3,1,61,0,0,0,0,193,58,27,5,23,51,0.239,3.78,2,1,1,1,273,20,31,2,4,5 +olsensc01,2007,1,FLO,NL,10,15,33,33,0,0,0,530,226,114,29,85,133,0.315,5.81,4,8,1,0,826,0,134,14,8,17 +olsonga01,2007,1,BAL,AL,1,3,7,7,0,0,0,97,42,28,4,28,28,0.326,7.79,1,1,2,1,162,0,28,0,3,6 +ortizra01,2007,1,MIN,AL,4,4,28,10,0,0,0,273,112,52,12,15,44,0.298,5.14,1,2,5,1,400,11,54,0,4,9 +ortizra01,2007,2,COL,NL,1,0,10,0,0,0,0,39,15,11,4,7,7,0.306,7.62,0,0,1,0,59,4,11,1,1,2 +ortizru01,2007,1,SFN,NL,2,3,12,8,0,0,0,147,57,30,4,20,27,0.295,5.51,1,0,6,0,223,1,32,3,1,3 +orvelch01,2007,1,TBA,AL,0,2,10,0,0,0,0,24,18,13,3,10,6,0.400,14.63,1,0,1,1,56,0,16,0,0,0 +osorifr01,2007,1,PIT,NL,0,2,25,0,0,0,0,85,33,15,3,8,13,0.289,4.76,2,2,4,0,126,3,16,0,0,6 +oswalro01,2007,1,HOU,NL,14,7,33,32,1,0,0,636,221,75,14,60,154,0.265,3.18,6,1,7,1,910,0,80,6,4,19 +otsukak01,2007,1,TEX,AL,2,1,34,0,0,0,4,97,26,9,0,9,23,0.218,2.51,1,0,0,0,131,13,10,1,2,1 +owenshe01,2007,1,FLO,NL,2,0,22,0,0,0,4,69,19,5,3,10,16,0.216,1.96,1,2,0,0,98,10,7,0,0,0 +owingmi01,2007,1,ARI,NL,8,8,29,27,2,1,0,458,146,73,20,50,106,0.253,4.30,2,5,14,0,651,0,81,7,3,13 +padilvi01,2007,1,TEX,AL,6,10,23,23,0,0,0,361,146,77,16,50,71,0.299,5.76,1,2,9,0,553,0,88,3,2,12 +papeljo01,2007,1,BOS,AL,1,3,59,0,0,0,37,175,30,12,5,15,84,0.146,1.85,0,0,4,0,224,53,12,0,0,1 +parkch01,2007,1,NYN,NL,0,1,1,1,0,0,0,12,6,7,2,2,4,0.333,15.75,0,1,0,0,20,0,7,0,0,0 +paronch01,2007,1,ATL,NL,3,1,41,0,0,0,1,121,47,16,1,19,14,0.307,3.57,5,2,3,0,180,12,20,2,3,8 +parrama01,2007,1,MIL,NL,0,1,9,2,0,0,0,79,25,11,1,12,26,0.255,3.76,0,1,2,0,116,3,13,1,3,3 +parrijo01,2007,1,BAL,AL,2,2,45,0,0,0,0,125,41,25,2,33,36,0.252,5.40,4,2,2,0,199,9,26,0,1,3 +parrijo01,2007,2,SEA,AL,0,0,8,0,0,0,0,31,22,8,0,4,5,0.440,6.97,0,1,0,0,55,5,8,1,0,1 +pattejo02,2007,1,WAS,NL,1,5,7,7,0,0,0,94,39,26,5,22,15,0.310,7.47,1,4,0,0,152,0,26,3,1,2 +pattotr01,2007,1,HOU,NL,0,2,3,2,0,0,0,38,10,5,3,4,8,0.213,3.55,0,0,2,0,54,1,6,1,0,1 +paulife01,2007,1,HOU,NL,2,1,5,3,0,0,0,57,22,15,5,7,11,0.289,7.11,1,1,0,0,85,0,15,2,0,2 +pavanca01,2007,1,NYA,AL,1,0,2,2,0,0,0,34,12,6,1,2,4,0.273,4.76,0,0,0,0,46,0,7,0,0,3 +peavyja01,2007,1,SDN,NL,19,6,34,34,0,0,0,670,169,63,13,68,240,0.208,2.54,5,4,6,0,898,0,67,5,7,16 +pegueja01,2007,1,ARI,NL,1,0,18,0,0,0,0,44,17,15,2,13,9,0.309,9.20,1,1,1,0,71,6,15,1,1,1 +pelfrmi01,2007,1,NYN,NL,3,8,15,13,0,0,0,218,85,45,6,39,45,0.298,5.57,1,3,9,0,342,0,47,6,3,7 +penato03,2007,1,ARI,NL,5,4,75,0,0,0,2,256,63,31,8,31,63,0.207,3.27,4,3,5,1,344,13,36,1,3,11 +pennybr01,2007,1,LAN,NL,16,4,33,33,0,0,0,624,199,70,9,73,135,0.260,3.03,2,6,5,0,865,0,75,13,9,29 +peraljo01,2007,1,KCA,AL,1,3,62,0,0,0,1,263,93,37,9,19,66,0.274,3.80,5,2,2,0,366,18,39,2,4,8 +percitr01,2007,1,SLN,NL,3,0,34,1,0,0,0,120,24,8,3,10,36,0.171,1.80,0,2,0,0,150,9,8,0,0,1 +perezju01,2007,1,PIT,NL,0,0,17,0,0,0,0,37,14,6,2,8,10,0.286,4.38,0,1,0,0,57,4,7,0,0,2 +perezod01,2007,1,KCA,AL,8,11,26,26,0,0,0,412,178,85,14,50,64,0.318,5.57,5,3,4,0,626,0,90,6,7,16 +perezol01,2007,1,NYN,NL,15,10,29,29,0,0,0,531,153,70,22,79,174,0.229,3.56,1,6,7,0,765,0,90,4,7,10 +perezra01,2007,1,CLE,AL,1,2,44,0,0,0,1,182,41,12,5,15,62,0.187,1.78,2,4,0,0,236,11,15,1,1,6 +perkigl01,2007,1,MIN,AL,0,0,19,0,0,0,0,86,23,10,2,12,20,0.232,3.14,0,2,2,0,115,3,10,1,1,5 +petityu01,2007,1,ARI,NL,3,4,14,10,0,0,0,171,58,29,12,18,40,0.260,4.58,1,0,0,1,243,2,30,1,1,4 +petribi01,2007,1,CHN,NL,0,0,8,0,0,0,0,29,8,8,3,7,6,0.229,7.45,0,0,0,0,42,1,8,0,0,1 +pettian01,2007,1,NYA,AL,15,9,36,34,0,0,0,646,238,97,16,69,141,0.286,4.05,1,3,1,0,916,0,106,5,9,29 +phillhe01,2007,1,CHA,AL,1,1,6,0,0,0,0,22,10,3,1,4,2,0.333,3.68,1,0,0,0,34,5,3,0,0,1 +pignaca01,2007,1,CHN,NL,0,0,4,0,0,0,0,6,3,1,1,0,3,0.375,4.50,0,0,0,0,8,0,1,0,0,0 +pineijo01,2007,1,BOS,AL,1,1,31,0,0,0,0,102,41,19,3,14,20,0.293,5.03,0,3,1,0,157,15,20,1,1,5 +pineijo01,2007,2,SLN,NL,6,4,11,11,0,0,0,191,69,28,11,12,40,0.279,3.96,0,0,1,0,262,0,29,2,0,3 +pintore01,2007,1,FLO,NL,2,4,57,0,0,0,1,176,45,24,7,32,56,0.222,3.68,2,2,3,0,242,4,25,1,3,8 +ponsosi01,2007,1,MIN,AL,2,5,7,7,0,0,0,113,54,29,7,17,23,0.335,6.93,1,0,3,0,181,0,31,0,0,4 +prinzbr01,2007,1,CHA,AL,0,0,4,0,0,0,0,10,4,3,1,2,1,0.286,8.10,1,0,0,0,16,1,3,0,0,0 +proctsc01,2007,1,NYA,AL,2,5,52,0,0,0,0,163,53,23,8,29,37,0.257,3.81,3,3,3,0,245,10,27,1,6,3 +proctsc01,2007,2,LAN,NL,3,0,31,0,0,0,0,96,25,12,4,15,27,0.216,3.38,1,2,3,1,137,4,14,2,1,2 +putzjj01,2007,1,SEA,AL,6,1,68,0,0,0,40,215,37,11,6,13,82,0.153,1.38,0,3,2,0,260,65,11,2,1,7 +quallch01,2007,1,HOU,NL,6,5,79,0,0,0,5,248,84,28,10,25,78,0.272,3.05,5,2,3,0,345,16,29,6,2,11 +rakeraa01,2007,1,SDN,NL,0,0,1,0,0,0,0,3,1,0,0,0,0,0.250,0.00,0,0,0,0,4,1,0,0,0,0 +ramired01,2007,1,NYA,AL,1,1,21,0,0,0,1,63,24,19,6,14,31,0.286,8.14,2,4,3,0,103,5,19,1,1,0 +ramirel01,2007,1,CIN,NL,0,2,4,3,0,0,0,49,20,14,5,8,8,0.313,7.71,0,0,0,0,73,0,14,1,0,2 +ramirer01,2007,1,OAK,AL,0,0,3,0,0,0,0,9,3,0,0,1,0,0.273,0.00,0,0,0,0,12,2,0,0,0,1 +ramirer01,2007,2,FLO,NL,0,0,4,0,0,0,0,10,4,2,0,2,1,0.286,5.40,0,0,0,0,17,1,2,1,0,0 +ramirho01,2007,1,SEA,AL,8,7,20,20,0,0,0,294,139,78,13,42,40,0.337,7.16,1,1,2,0,459,0,86,1,1,14 +ramirra02,2007,1,COL,NL,2,2,22,0,0,0,0,52,21,16,2,6,15,0.313,8.31,2,2,1,0,78,5,16,2,2,1 +randost01,2007,1,HOU,NL,0,1,14,0,0,0,0,40,21,18,4,17,22,0.362,12.15,2,2,1,0,78,4,19,1,1,1 +rapadcl01,2007,1,CHN,NL,0,0,1,0,0,0,0,1,0,0,0,0,0,0.000,0.00,0,0,0,0,1,0,0,0,0,0 +rapadcl01,2007,2,DET,AL,0,0,4,0,0,0,0,7,3,3,2,2,4,0.300,11.57,0,2,0,0,12,2,3,0,0,0 +rasneda01,2007,1,NYA,AL,1,3,6,6,0,0,0,74,29,11,4,8,11,0.290,4.01,0,0,2,0,111,0,14,0,1,1 +rauchjo01,2007,1,WAS,NL,8,4,88,0,0,0,4,262,75,35,7,21,71,0.230,3.61,4,2,0,0,354,26,37,2,5,6 +raych01,2007,1,BAL,AL,5,6,43,0,0,0,16,128,35,21,5,18,44,0.222,4.43,2,1,2,0,179,37,22,0,1,2 +redditi01,2007,1,WAS,NL,3,6,15,15,0,0,0,252,84,34,10,38,47,0.265,3.64,4,1,4,1,366,0,35,6,1,10 +redmama01,2007,1,ATL,NL,0,4,6,5,0,0,0,65,38,28,4,11,13,0.380,11.63,2,1,2,0,116,0,29,0,2,0 +redmama01,2007,2,COL,NL,2,0,5,3,0,0,0,59,21,7,2,6,14,0.269,3.20,0,0,0,1,84,0,8,0,0,2 +reitsch01,2007,1,SEA,AL,0,2,26,0,0,0,0,71,37,20,3,9,11,0.359,7.61,1,4,0,0,115,6,22,2,1,3 +resopch01,2007,1,LAA,AL,0,0,4,0,0,0,0,13,4,2,1,1,2,0.308,4.15,0,0,0,0,17,3,2,2,1,1 +reyesal01,2007,1,TBA,AL,2,4,61,0,0,0,26,182,49,33,13,21,70,0.215,4.90,1,1,2,0,254,52,35,1,2,0 +reyesan01,2007,1,SLN,NL,2,14,22,20,1,0,0,322,108,72,16,43,74,0.261,6.04,0,1,9,2,474,1,77,1,7,6 +reyesde01,2007,1,MIN,AL,2,1,50,0,0,0,0,88,34,13,1,21,21,0.309,3.99,1,4,2,0,139,7,14,3,3,3 +reyesjo03,2007,1,ATL,NL,2,2,11,10,0,0,0,152,55,35,9,30,27,0.286,6.22,2,1,1,0,230,0,39,5,2,9 +rheinjo01,2007,1,TEX,AL,4,3,23,7,0,0,0,151,61,30,9,28,40,0.295,5.36,2,3,2,0,239,0,38,1,1,7 +ridgwje01,2007,1,TBA,AL,0,0,3,0,0,0,0,1,7,7,1,1,0,0.875,189.00,0,0,1,0,10,0,7,0,0,0 +rincoju01,2007,1,MIN,AL,3,3,63,0,0,0,0,179,65,34,9,28,49,0.273,5.13,3,4,3,0,272,16,38,2,1,3 +ringro01,2007,1,SDN,NL,1,0,15,0,0,0,0,45,11,6,1,14,17,0.200,3.60,2,2,0,0,69,4,8,0,0,3 +ringro01,2007,2,ATL,NL,0,0,11,0,0,0,0,15,2,0,0,3,4,0.133,0.00,0,0,0,0,19,3,0,0,1,0 +riskeda01,2007,1,KCA,AL,1,4,65,0,0,0,4,209,61,19,8,27,52,0.240,2.45,4,0,1,0,289,27,19,4,3,6 +riverma01,2007,1,NYA,AL,3,4,67,0,0,0,30,214,68,25,4,12,74,0.248,3.15,2,1,6,0,295,59,25,1,1,7 +riversa01,2007,1,WAS,NL,4,6,85,0,0,0,3,279,88,38,1,42,64,0.255,3.68,4,4,2,0,398,17,39,5,4,12 +roberco01,2007,1,OAK,AL,0,0,3,0,0,0,0,6,6,4,0,2,2,0.545,18.00,1,0,1,0,15,0,4,0,1,0 +roberna01,2007,1,DET,AL,9,13,30,30,0,0,0,533,199,94,22,63,119,0.283,4.76,2,5,3,1,781,0,98,5,6,15 +rodnefe01,2007,1,DET,AL,2,6,48,0,0,0,1,152,46,24,5,21,54,0.238,4.26,0,4,3,0,223,12,27,4,2,3 +rodrifr03,2007,1,LAA,AL,5,2,64,0,0,0,40,202,50,21,3,34,90,0.204,2.81,0,7,1,1,285,56,22,1,4,1 +rodriwa01,2007,1,HOU,NL,9,13,31,31,1,1,0,548,179,93,22,62,158,0.254,4.58,2,3,5,0,782,0,102,6,4,10 +rogerbr01,2007,1,PIT,NL,0,0,3,0,0,0,0,6,3,3,2,1,1,0.500,13.50,0,0,0,0,9,1,3,1,1,0 +rogerke01,2007,1,DET,AL,3,4,11,11,0,0,0,189,65,31,8,25,36,0.264,4.43,0,1,1,0,275,0,36,0,3,6 +romerjc01,2007,1,BOS,AL,1,0,23,0,0,0,1,60,24,7,2,15,11,0.308,3.15,3,0,0,0,94,5,7,0,1,4 +romerjc01,2007,2,PHI,NL,1,2,51,0,0,0,0,109,15,5,1,25,31,0.130,1.24,2,4,2,0,143,5,5,1,0,7 +rosarfr01,2007,1,PHI,NL,0,3,23,0,0,0,1,79,34,16,3,13,25,0.321,5.47,1,1,4,0,127,10,16,2,2,1 +rowlary01,2007,1,SEA,AL,1,0,26,0,0,0,0,116,39,17,4,15,42,0.269,3.96,1,0,2,0,168,6,19,1,4,3 +ryanbj01,2007,1,TOR,AL,0,2,5,0,0,0,3,13,7,6,1,4,3,0.333,12.46,0,0,0,0,25,4,7,0,0,0 +ryuja01,2007,1,TBA,AL,1,2,17,0,0,0,0,70,31,19,2,11,14,0.326,7.33,0,2,4,0,110,7,19,0,0,4 +saarlki01,2007,1,CIN,NL,1,5,34,3,0,0,0,128,54,34,8,19,27,0.305,7.17,1,1,3,0,201,7,36,2,0,7 +sabatcc01,2007,1,CLE,AL,19,7,34,34,4,1,0,723,238,86,20,37,209,0.259,3.21,1,1,8,0,975,0,94,6,6,23 +saitota01,2007,1,LAN,NL,2,1,63,0,0,0,39,193,33,10,5,13,78,0.151,1.40,0,0,3,0,234,55,10,0,0,7 +salasju01,2007,1,TBA,AL,1,1,34,0,0,0,0,109,36,15,7,17,26,0.248,3.72,0,3,5,0,168,10,19,1,0,0 +salmobr01,2007,1,CIN,NL,0,1,26,0,0,0,0,72,22,11,3,10,22,0.244,4.13,1,2,1,0,101,9,11,0,0,3 +sampsch01,2007,1,HOU,NL,7,8,24,19,0,0,0,365,138,62,20,30,51,0.292,4.59,2,3,7,0,522,2,64,6,6,13 +sanchan01,2007,1,FLO,NL,2,1,6,6,0,0,0,90,43,16,3,19,14,0.341,4.80,1,3,2,0,151,0,17,2,2,2 +sanchbr01,2007,1,PHI,NL,1,1,12,0,0,0,0,44,13,9,6,12,9,0.241,5.52,2,1,1,0,68,4,11,1,0,1 +sanchjo01,2007,1,SFN,NL,1,5,33,4,0,0,0,156,57,34,8,28,62,0.284,5.88,1,4,5,0,238,8,34,2,2,4 +sanchro01,2007,1,PIT,NL,1,0,16,0,0,0,0,54,16,10,2,8,11,0.254,5.00,0,1,1,0,73,7,10,0,1,5 +santaer01,2007,1,LAA,AL,7,14,28,26,0,0,0,450,174,96,26,58,126,0.288,5.76,3,7,8,0,675,1,103,3,2,13 +santajo01,2007,1,MIN,AL,15,13,33,33,1,1,0,657,183,81,33,52,235,0.225,3.33,0,7,4,1,878,0,88,4,4,14 +santovi01,2007,1,CIN,NL,1,4,32,0,0,0,0,147,51,28,10,23,44,0.276,5.14,5,2,2,0,216,12,28,3,3,4 +santovi01,2007,2,BAL,AL,0,2,4,3,0,0,0,43,20,13,5,10,4,0.364,8.16,1,1,1,0,68,0,13,1,1,5 +sarfade01,2007,1,HOU,NL,1,0,7,0,0,0,0,25,5,1,0,1,14,0.172,1.08,0,0,0,0,31,1,1,0,1,0 +saundjo01,2007,1,LAA,AL,8,5,18,18,0,0,0,322,129,53,11,34,69,0.298,4.44,1,3,1,0,473,0,56,0,5,10 +schilcu01,2007,1,BOS,AL,9,8,24,24,1,1,0,453,165,65,21,23,101,0.275,3.87,1,0,2,0,633,0,68,4,3,8 +schmija01,2007,1,LAN,NL,1,4,6,6,0,0,0,77,32,18,4,14,22,0.296,6.31,2,2,1,0,125,0,20,2,0,1 +schoesc01,2007,1,NYN,NL,0,2,70,0,0,0,2,177,62,33,8,28,41,0.271,5.03,5,3,3,1,265,17,36,4,1,6 +schroch01,2007,1,WAS,NL,2,3,37,0,0,0,0,136,36,16,2,15,43,0.208,3.18,1,0,2,0,192,8,19,2,0,2 +schulmi02,2007,1,ARI,NL,0,0,1,0,0,0,0,3,1,0,0,0,1,0.333,0.00,0,0,0,0,3,1,0,0,0,1 +seaneru01,2007,1,LAN,NL,6,3,73,0,0,0,1,228,78,32,10,27,73,0.266,3.79,3,2,4,0,329,19,33,2,3,7 +seaybo01,2007,1,DET,AL,3,0,58,0,0,0,1,139,38,12,1,15,38,0.228,2.33,4,1,2,1,189,19,12,2,2,3 +seddoch01,2007,1,FLO,NL,0,2,7,4,0,0,0,52,29,17,2,5,10,0.349,8.83,0,0,1,0,91,1,19,1,1,0 +segovza01,2007,1,PHI,NL,0,1,1,1,0,0,0,15,8,5,1,1,2,0.400,9.00,1,0,0,0,23,0,5,1,1,0 +seleaa01,2007,1,NYN,NL,3,2,34,0,0,0,0,161,78,32,5,21,29,0.358,5.37,2,0,2,0,250,10,34,4,5,10 +seoja01,2007,1,TBA,AL,3,4,11,10,0,0,0,156,84,47,11,16,28,0.372,8.13,1,1,4,0,248,1,53,1,1,5 +serafda01,2007,1,COL,NL,0,0,3,0,0,0,0,1,0,2,0,2,0,0.000,54.00,0,0,1,1,4,0,2,0,0,0 +sharpjo01,2007,1,PIT,NL,0,1,6,0,0,0,0,13,7,6,3,1,1,0.368,12.46,0,0,0,0,21,2,6,1,0,0 +shearto01,2007,1,CIN,NL,3,0,7,6,0,0,0,98,32,18,8,13,16,0.262,4.96,0,1,0,0,137,0,18,1,1,4 +sheetbe01,2007,1,MIL,NL,12,5,24,24,2,0,0,424,138,60,17,37,106,0.253,3.82,2,4,1,0,592,0,62,4,5,7 +sherrge01,2007,1,SEA,AL,2,0,73,0,0,0,3,137,28,12,4,17,56,0.179,2.36,1,1,1,1,182,16,12,4,4,1 +shielja02,2007,1,TBA,AL,12,8,31,31,1,0,0,645,202,92,28,36,184,0.247,3.85,0,9,10,0,874,0,98,4,5,13 +shielsc01,2007,1,LAA,AL,4,5,71,0,0,0,2,231,62,33,7,33,77,0.220,3.86,0,6,4,0,320,13,36,0,1,7 +shousbr01,2007,1,MIL,NL,1,1,73,0,0,0,1,143,46,16,0,14,32,0.257,3.02,5,0,2,1,201,13,19,4,2,5 +shueypa01,2007,1,BAL,AL,0,1,25,0,0,0,1,77,33,28,3,21,22,0.317,9.82,0,3,0,0,126,5,28,1,0,5 +silvaca01,2007,1,MIN,AL,13,14,33,33,2,1,0,606,229,94,20,36,89,0.287,4.19,2,4,4,1,848,0,99,6,5,24 +simonja01,2007,1,WAS,NL,6,7,13,13,0,0,0,212,95,50,13,23,42,0.330,6.37,4,1,3,0,322,0,53,4,4,8 +siscoan01,2007,1,CHA,AL,0,1,19,0,0,0,0,42,19,13,2,11,13,0.306,8.36,0,3,1,0,74,6,13,0,0,0 +slatedo01,2007,1,ARI,NL,3,2,61,0,0,0,0,109,41,11,4,14,28,0.275,2.72,0,3,0,0,163,13,15,0,0,4 +sloweke01,2007,1,MIN,AL,4,1,13,11,0,0,0,200,82,35,16,11,47,0.288,4.73,0,3,0,0,297,0,39,0,1,2 +smithjo05,2007,1,NYN,NL,3,2,54,0,0,0,0,133,48,17,3,21,45,0.274,3.45,4,2,7,0,205,14,18,2,0,5 +smithma04,2007,1,PHI,NL,0,0,9,0,0,0,0,12,4,5,0,11,1,0.250,11.25,1,1,0,0,27,0,5,0,0,0 +smoltjo01,2007,1,ATL,NL,14,8,32,32,0,0,0,617,196,71,18,47,197,0.249,3.11,9,8,4,0,853,0,78,10,5,8 +snellia01,2007,1,PIT,NL,9,12,32,32,1,0,0,624,209,87,22,68,177,0.264,3.76,4,12,8,0,882,0,94,6,7,21 +snydeky01,2007,1,BOS,AL,2,3,46,0,0,0,0,163,45,23,7,32,41,0.223,3.81,2,4,6,0,242,17,29,1,1,2 +sonnaan01,2007,1,TBA,AL,6,10,22,22,0,0,0,392,151,85,18,26,97,0.293,5.85,2,2,5,0,554,0,87,3,5,16 +soriajo01,2007,1,KCA,AL,2,3,62,0,0,0,17,207,46,19,3,19,75,0.187,2.48,3,2,1,0,270,38,20,1,3,2 +soriara01,2007,1,ATL,NL,3,3,71,0,0,0,9,216,47,24,12,15,70,0.181,3.00,2,0,2,0,276,28,26,0,0,4 +sosajo02,2007,1,NYN,NL,9,8,42,14,0,0,0,338,109,56,10,41,69,0.255,4.47,2,0,0,0,481,2,58,10,3,9 +sowerje01,2007,1,CLE,AL,1,6,13,13,0,0,0,202,84,48,10,21,24,0.308,6.42,2,3,4,0,303,0,49,0,5,5 +speieju01,2007,1,LAA,AL,2,3,51,0,0,0,0,150,36,16,6,12,47,0.202,2.88,1,2,4,0,198,9,17,2,2,0 +speiery01,2007,1,COL,NL,3,1,20,0,0,0,0,54,20,8,1,8,13,0.299,4.00,1,2,1,1,77,5,8,1,0,4 +speigle01,2007,1,WAS,NL,2,3,19,6,0,0,0,120,58,39,4,23,19,0.341,8.78,2,1,0,0,198,3,39,2,3,4 +spiezsc01,2007,1,SLN,NL,0,0,1,0,0,0,0,3,0,0,0,1,0,0.000,0.00,0,0,0,0,4,1,0,0,0,0 +sprinru01,2007,1,SLN,NL,8,1,76,0,0,0,0,198,41,16,3,19,66,0.181,2.18,1,1,3,0,257,18,18,3,6,4 +spurlch01,2007,1,MIL,NL,2,1,49,0,0,0,0,150,63,26,6,14,28,0.303,4.68,3,4,2,0,225,21,31,0,1,5 +standja01,2007,1,KCA,AL,0,1,4,0,0,0,0,23,11,7,2,5,6,0.314,8.22,2,0,0,0,41,2,10,1,0,0 +stanfja01,2007,1,CLE,AL,1,1,8,2,0,0,0,79,32,14,1,7,16,0.296,4.78,0,0,2,0,118,2,15,0,1,3 +stantmi02,2007,1,CIN,NL,1,3,69,0,0,0,0,173,75,38,6,18,40,0.315,5.93,2,1,5,0,263,11,39,1,1,7 +staufti01,2007,1,SDN,NL,0,1,2,2,0,0,0,23,15,18,5,6,6,0.395,21.13,0,0,1,0,45,0,18,0,0,0 +stettmi01,2007,1,MIL,NL,1,0,6,0,0,0,0,15,2,2,0,2,4,0.133,3.60,0,3,2,0,20,2,2,0,1,1 +stokebr01,2007,1,TBA,AL,2,7,59,0,0,0,0,187,90,49,11,25,35,0.344,7.07,1,1,3,0,294,22,49,1,3,7 +stoneri01,2007,1,CIN,NL,0,0,5,0,0,0,0,16,7,6,4,0,3,0.318,10.13,0,0,1,0,23,3,6,0,0,1 +streehu01,2007,1,OAK,AL,5,2,48,0,0,0,16,150,35,16,5,12,63,0.190,2.88,3,0,0,0,199,35,20,2,1,0 +stulter01,2007,1,LAN,NL,1,4,12,5,0,0,0,116,50,25,5,17,30,0.314,5.82,2,2,1,0,179,0,26,1,1,4 +suppaje01,2007,1,MIL,NL,12,12,34,34,1,0,0,620,243,106,18,68,114,0.298,4.62,10,7,11,0,919,0,113,14,11,23 +switzjo01,2007,1,TBA,AL,0,2,21,0,0,0,0,57,27,17,2,7,13,0.338,8.05,1,1,0,0,88,2,17,0,1,2 +tallebr01,2007,1,TOR,AL,2,4,48,0,0,0,0,187,49,24,1,28,54,0.215,3.47,7,1,6,0,267,11,26,2,3,4 +tanketa01,2007,1,FLO,NL,6,1,67,0,0,0,1,142,42,21,4,29,49,0.246,3.99,3,2,3,0,205,12,22,0,2,5 +taschja01,2007,1,SFN,NL,3,1,63,0,0,0,0,150,44,30,4,29,51,0.235,5.40,2,2,1,0,222,16,31,2,3,2 +tatajo01,2007,1,DET,AL,1,1,3,3,0,0,0,42,16,12,1,8,8,0.302,7.71,1,0,2,0,64,0,12,0,1,3 +taubety01,2007,1,TOR,AL,0,0,1,1,0,0,0,15,5,5,1,4,4,0.278,9.00,0,1,1,0,24,0,5,0,1,0 +tavarju01,2007,1,BOS,AL,7,11,34,23,0,0,0,404,151,77,14,51,77,0.281,5.15,4,4,7,0,604,2,89,3,5,17 +tejedro01,2007,1,TEX,AL,5,9,19,19,0,0,0,286,110,70,17,60,69,0.290,6.61,2,10,6,0,454,0,78,3,6,5 +thatcjo01,2007,1,SDN,NL,2,2,22,0,0,0,0,63,13,3,1,6,16,0.167,1.29,2,0,1,0,85,5,6,0,0,1 +thompbr01,2007,1,SLN,NL,8,6,44,17,0,0,0,388,157,68,23,40,53,0.301,4.73,2,4,13,0,580,10,76,4,2,19 +thompmi03,2007,1,SDN,NL,0,1,7,0,0,0,0,47,19,12,2,7,5,0.317,6.89,2,0,3,0,75,4,15,2,3,3 +thompri03,2007,1,LAA,AL,0,0,7,0,0,0,0,20,10,8,4,3,9,0.345,10.80,0,2,0,0,32,2,8,0,0,0 +thomsjo01,2007,1,KCA,AL,1,1,2,2,0,0,0,32,13,4,0,3,3,0.317,3.38,0,0,0,1,46,0,5,0,2,2 +thornma01,2007,1,CHA,AL,4,4,68,0,0,0,2,169,59,30,4,26,55,0.269,4.79,6,3,2,0,249,13,31,0,2,7 +threeer01,2007,1,SFN,NL,0,0,3,0,0,0,0,7,5,5,0,3,1,0.417,19.29,0,1,0,0,15,1,5,0,0,0 +timlimi01,2007,1,BOS,AL,2,1,50,0,0,0,1,166,46,21,7,14,31,0.232,3.42,3,0,3,0,222,19,23,5,2,7 +tomkobr01,2007,1,LAN,NL,2,11,33,15,0,0,0,312,124,67,13,42,79,0.295,5.80,1,3,2,0,475,8,75,5,6,9 +tomkobr01,2007,2,SDN,NL,2,1,7,4,0,0,0,82,25,14,5,6,26,0.240,4.61,0,2,0,0,113,1,14,3,0,1 +torresa01,2007,1,PIT,NL,2,4,56,0,0,0,12,158,57,32,7,17,45,0.277,5.47,0,3,4,0,231,28,34,1,3,7 +towerjo01,2007,1,TOR,AL,5,10,25,15,0,0,0,321,129,64,18,22,76,0.297,5.38,2,1,6,0,469,6,73,3,4,9 +trabebi01,2007,1,WAS,NL,2,2,28,2,0,0,0,119,50,21,4,13,27,0.314,4.76,3,0,2,0,182,5,22,3,5,3 +trachst01,2007,1,BAL,AL,6,8,25,25,1,0,0,422,151,70,16,69,45,0.279,4.48,0,6,2,3,623,0,73,3,7,12 +trachst01,2007,2,CHN,NL,1,3,4,4,0,0,0,52,25,16,3,7,11,0.368,8.31,1,1,0,0,79,0,16,2,2,1 +tsaoch01,2007,1,LAN,NL,0,1,21,0,0,0,0,74,18,12,3,8,16,0.205,4.38,0,0,1,0,97,6,12,0,0,2 +turnbde01,2007,1,MIL,NL,4,5,77,0,0,0,1,204,44,35,4,46,84,0.183,4.63,0,7,2,0,292,13,36,1,2,6 +urdanli01,2007,1,NYN,NL,0,0,2,0,0,0,0,3,2,1,1,0,0,0.400,9.00,0,0,0,0,5,0,1,0,0,0 +valvejo01,2007,1,ARI,NL,1,4,65,0,0,0,47,193,46,19,7,26,78,0.196,2.66,1,1,3,0,265,59,21,0,1,5 +vanbejo01,2007,1,PIT,NL,0,7,11,9,0,0,0,117,55,44,4,29,26,0.335,10.15,1,1,5,0,203,1,45,3,2,1 +vanderi01,2007,1,FLO,NL,4,6,18,17,0,0,0,245,94,62,15,48,82,0.294,6.83,5,4,3,4,379,0,63,5,3,5 +vargacl01,2007,1,MIL,NL,11,6,29,23,0,0,1,403,153,76,23,54,107,0.285,5.09,3,4,2,0,605,1,80,5,7,6 +vargaja01,2007,1,NYN,NL,0,1,2,2,0,0,0,31,17,14,4,2,4,0.347,12.19,1,1,0,1,51,0,14,0,0,0 +vasquvi01,2007,1,DET,AL,0,1,5,3,0,0,0,50,27,16,7,5,7,0.360,8.64,0,0,1,0,81,0,16,0,0,1 +vazquja01,2007,1,CHA,AL,15,8,32,32,2,0,0,650,197,90,29,50,213,0.242,3.74,2,5,7,0,882,0,95,5,7,13 +verasjo01,2007,1,NYA,AL,0,0,9,0,0,0,2,28,6,6,0,7,7,0.176,5.79,1,1,0,0,41,3,6,0,0,0 +verlaju01,2007,1,DET,AL,18,6,32,32,1,1,0,605,181,82,20,67,183,0.233,3.66,3,17,19,2,866,0,88,3,1,10 +vermija01,2007,1,TOR,AL,0,0,2,0,0,0,0,18,5,0,0,0,2,0.227,0.00,0,0,0,0,22,1,0,0,0,1 +villaca01,2007,1,MIL,NL,8,5,59,6,0,0,1,343,101,50,16,53,99,0.236,3.94,3,3,3,0,489,8,52,4,1,11 +villaos01,2007,1,ATL,NL,2,2,51,0,0,0,1,229,75,36,6,32,58,0.260,4.24,8,6,4,0,336,11,40,3,9,4 +villoro01,2007,1,NYA,AL,0,0,37,0,0,0,0,127,36,20,5,18,25,0.234,4.25,3,4,3,0,176,13,20,0,1,8 +vizcalu01,2007,1,NYA,AL,8,2,77,0,0,0,0,226,66,36,6,43,62,0.235,4.30,11,1,2,0,334,13,37,2,6,4 +volqued01,2007,1,TEX,AL,2,1,6,6,0,0,0,102,34,17,4,15,29,0.262,4.50,0,0,2,0,149,0,18,0,2,4 +wagnebi02,2007,1,NYN,NL,2,2,66,0,0,0,34,205,55,20,6,22,80,0.216,2.63,4,4,2,0,282,57,22,1,2,6 +wagnery01,2007,1,WAS,NL,0,2,14,0,0,0,0,47,20,10,2,8,9,0.313,5.74,2,1,0,0,73,2,11,1,0,2 +wainwad01,2007,1,SLN,NL,14,12,32,32,1,0,0,606,212,83,13,70,136,0.269,3.70,4,6,9,0,882,0,93,9,5,19 +wakefti01,2007,1,BOS,AL,17,12,31,31,0,0,0,567,191,100,22,64,110,0.264,4.76,1,10,4,0,800,0,104,2,6,14 +walkeja01,2007,1,BAL,AL,3,2,81,0,0,0,7,184,57,22,6,17,41,0.244,3.23,4,3,2,0,258,19,25,0,5,4 +walkety01,2007,1,SFN,NL,2,0,15,0,0,0,0,43,12,2,0,4,9,0.250,1.26,1,0,0,0,53,1,2,0,1,4 +wangch01,2007,1,NYA,AL,19,7,30,30,1,0,0,598,199,82,9,59,104,0.265,3.70,1,9,8,1,823,0,84,2,3,32 +wasdijo01,2007,1,PIT,NL,1,1,12,0,0,0,0,59,32,13,1,8,10,0.381,5.95,4,1,0,0,93,4,13,0,1,3 +washbja01,2007,1,SEA,AL,10,15,32,32,1,1,0,581,201,93,23,67,114,0.268,4.32,5,2,8,1,839,0,102,9,6,17 +wasseeh01,2007,1,CHA,AL,1,1,33,0,0,0,0,69,20,7,0,7,14,0.238,2.74,4,1,2,0,94,6,9,0,1,4 +weathda01,2007,1,CIN,NL,2,6,70,0,0,0,33,233,67,31,4,27,48,0.233,3.59,4,1,5,0,328,60,33,5,4,5 +weaveje01,2007,1,SEA,AL,7,13,27,27,3,2,0,440,190,101,23,35,80,0.315,6.20,5,3,8,1,657,0,105,4,7,13 +weaveje02,2007,1,LAA,AL,13,7,28,28,0,0,0,483,178,70,17,45,115,0.280,3.91,3,4,2,0,695,0,77,5,5,10 +webbbr01,2007,1,ARI,NL,18,10,34,34,4,3,0,709,209,79,12,72,194,0.237,3.01,6,3,5,0,975,0,91,9,6,20 +welleto01,2007,1,KCA,AL,0,1,12,0,0,0,0,47,25,18,4,11,9,0.352,10.34,2,2,1,0,84,5,19,1,0,1 +welleto01,2007,2,SLN,NL,3,2,20,11,0,0,0,191,52,22,7,29,51,0.224,3.11,0,2,2,0,269,2,31,2,4,10 +wellsda01,2007,1,SDN,NL,5,8,22,22,0,0,0,356,156,73,17,33,63,0.322,5.54,4,1,3,0,532,0,74,9,3,10 +wellsda01,2007,2,LAN,NL,4,1,7,7,0,0,0,116,45,22,5,9,19,0.296,5.12,1,0,0,0,162,0,23,0,1,2 +wellski01,2007,1,SLN,NL,7,17,34,26,0,0,0,488,186,103,19,78,122,0.287,5.70,9,8,9,1,750,4,116,8,7,12 +westbja01,2007,1,CLE,AL,6,9,25,25,0,0,0,456,159,73,13,55,93,0.276,4.32,5,3,6,0,648,0,78,6,4,20 +wheelda01,2007,1,HOU,NL,1,4,45,0,0,0,11,149,46,28,8,13,56,0.245,5.07,1,1,2,0,205,25,28,1,1,4 +wheelda01,2007,2,TBA,AL,0,5,25,0,0,0,0,75,28,16,3,10,26,0.277,5.76,2,1,1,0,116,4,20,2,2,1 +whitebi04,2007,1,TEX,AL,2,0,9,0,0,0,0,28,8,5,1,7,9,0.242,4.82,1,0,2,0,42,1,5,0,0,2 +whiteri01,2007,1,HOU,NL,1,0,23,0,0,0,0,88,36,25,4,14,15,0.305,7.67,4,0,0,0,133,5,25,1,0,3 +whiteri01,2007,2,SEA,AL,0,1,6,0,0,0,0,16,11,5,0,4,3,0.458,8.44,1,1,0,0,29,2,6,1,0,0 +whitese02,2007,1,SEA,AL,1,1,15,0,0,0,0,106,35,22,2,20,16,0.261,5.60,0,5,8,1,165,4,24,0,3,5 +wickmbo01,2007,1,ATL,NL,3,3,49,0,0,0,20,131,48,19,4,20,35,0.267,3.92,4,2,2,1,204,39,22,2,0,1 +wickmbo01,2007,2,ARI,NL,0,1,8,0,0,0,0,20,6,1,0,1,2,0.240,1.35,0,1,1,0,28,1,2,0,1,1 +willida07,2007,1,NYN,NL,0,1,2,1,0,0,0,13,12,11,2,5,2,0.522,22.85,1,1,0,0,29,1,11,0,1,1 +willido03,2007,1,FLO,NL,10,15,35,35,0,0,0,616,241,118,29,87,146,0.294,5.17,4,9,14,1,942,0,131,15,7,18 +willije02,2007,1,WAS,NL,0,5,6,6,0,0,0,90,34,24,6,18,15,0.283,7.20,0,2,0,1,140,0,26,1,1,4 +willisc01,2007,1,BAL,AL,1,0,16,0,0,0,0,43,12,7,1,8,16,0.235,4.40,0,1,0,0,61,2,8,0,2,0 +willito02,2007,1,BAL,AL,0,2,14,0,0,0,0,43,19,12,2,4,9,0.328,7.53,0,0,1,0,64,5,12,1,0,2 +williwo02,2007,1,HOU,NL,8,15,33,31,0,0,0,564,216,110,35,53,101,0.286,5.27,5,1,12,2,833,0,114,9,4,9 +wilsobr01,2007,1,SFN,NL,1,2,24,0,0,0,6,71,16,6,1,7,18,0.188,2.28,0,0,1,0,93,9,6,0,0,1 +wilsocj01,2007,1,TEX,AL,2,1,66,0,0,0,12,205,50,23,4,33,63,0.208,3.03,1,5,6,0,285,22,25,2,4,12 +wilsojo03,2007,2,TBA,AL,0,0,1,0,0,0,0,3,1,0,0,1,0,0.250,0.00,0,0,0,0,5,1,0,0,0,0 +wisema01,2007,1,MIL,NL,3,2,56,0,0,0,1,161,61,25,5,17,43,0.285,4.19,1,0,1,1,236,9,30,1,3,6 +witasja01,2007,1,OAK,AL,1,0,16,0,0,0,0,45,14,6,1,9,10,0.255,3.60,1,2,1,0,65,5,6,0,0,2 +witasja01,2007,2,TBA,AL,0,0,20,0,0,0,0,49,17,12,1,18,8,0.279,6.61,1,2,0,0,81,5,13,1,1,3 +wolfebr01,2007,1,TOR,AL,3,1,38,0,0,0,0,136,36,15,5,9,22,0.224,2.98,2,0,2,0,174,12,17,0,2,5 +wolfra02,2007,1,LAN,NL,9,6,18,18,0,0,0,308,110,54,10,39,94,0.273,4.73,2,4,6,0,458,0,55,5,5,6 +wolfro01,2007,1,FLO,NL,0,1,14,0,0,0,0,37,24,16,4,3,6,0.393,11.68,0,1,1,0,66,2,16,1,0,0 +woodja02,2007,1,FLO,NL,0,0,1,0,0,0,0,3,0,0,0,0,0,0.000,0.00,0,0,0,0,3,1,0,0,0,0 +woodke02,2007,1,CHN,NL,1,1,22,0,0,0,0,73,18,9,0,13,24,0.207,3.33,1,1,0,0,101,2,9,1,0,2 +woodmi01,2007,1,TEX,AL,3,2,21,4,0,0,0,152,68,30,9,15,25,0.321,5.33,1,3,4,0,234,3,36,1,2,5 +woodsja01,2007,1,SEA,AL,0,0,4,0,0,0,0,32,9,7,1,7,4,0.220,5.91,0,0,1,0,49,2,8,0,0,1 +wrighch01,2007,1,NYA,AL,2,0,3,2,0,0,0,30,12,8,5,6,8,0.293,7.20,0,0,2,0,49,0,8,0,0,1 +wrighja01,2007,1,TEX,AL,4,5,20,9,0,0,0,231,72,31,6,41,39,0.259,3.62,2,4,5,0,330,3,35,3,2,15 +wrighja02,2007,1,BAL,AL,0,3,3,3,0,0,0,31,12,8,1,9,7,0.308,6.97,0,0,0,0,48,0,11,0,0,1 +wuertmi01,2007,1,CHN,NL,2,3,73,0,0,0,0,217,64,28,8,35,79,0.234,3.48,6,6,0,0,312,19,30,3,1,4 +yatesty01,2007,1,ATL,NL,2,3,75,0,0,0,2,198,64,38,6,31,69,0.251,5.18,8,2,3,0,294,14,44,4,1,1 +youmash01,2007,1,PIT,NL,3,5,16,8,0,0,0,172,65,38,5,23,29,0.298,5.97,1,2,4,0,257,3,40,10,2,5 +youngch03,2007,1,SDN,NL,9,8,30,30,0,0,0,519,118,60,10,72,167,0.192,3.12,0,7,7,4,705,0,66,3,6,9 +zagurmi01,2007,1,PHI,NL,1,0,25,0,0,0,0,64,25,14,3,11,21,0.287,5.91,2,2,1,0,101,4,14,1,1,2 +zambrca01,2007,1,CHN,NL,18,13,34,34,1,0,0,649,187,95,23,101,177,0.233,3.95,4,3,14,0,925,0,100,6,3,19 +zambrvi01,2007,1,TOR,AL,0,2,8,2,0,0,0,32,20,13,5,11,5,0.417,10.97,2,1,1,0,62,2,13,1,1,1 +zambrvi01,2007,2,BAL,AL,0,1,5,2,0,0,0,37,12,13,1,11,11,0.261,9.49,0,1,4,0,63,0,13,1,1,1 +zaratma01,2007,1,FLO,NL,0,0,4,0,0,0,0,15,11,6,3,1,3,0.393,10.80,0,1,1,0,30,0,7,0,0,0 +zitoba01,2007,1,SFN,NL,11,13,34,33,0,0,0,590,182,99,24,83,131,0.244,4.53,4,5,4,0,850,0,105,12,4,15 +zumayjo01,2007,1,DET,AL,2,3,28,0,0,0,1,101,23,16,3,17,27,0.189,4.28,2,3,1,0,142,7,16,1,1,2 +aardsda01,2008,1,BOS,AL,4,2,47,0,0,0,0,146,49,30,4,35,49,0.268,5.55,2,3,5,0,228,7,32,3,2,4 +accarje01,2008,1,TOR,AL,0,3,16,0,0,0,4,37,15,9,1,4,5,0.300,6.57,2,1,1,0,56,6,10,0,1,3 +aceveal01,2008,1,NYA,AL,1,0,6,4,0,0,0,90,25,8,4,10,16,0.227,2.40,0,1,0,0,120,1,8,0,0,3 +acostma01,2008,1,ATL,NL,3,5,46,0,0,0,3,159,48,21,7,26,31,0.247,3.57,5,5,1,0,226,22,25,4,1,7 +adamsmi03,2008,1,SDN,NL,2,3,54,0,0,0,0,196,49,18,7,19,74,0.209,2.48,2,0,0,0,259,11,18,2,3,2 +adenhni01,2008,1,LAA,AL,1,0,3,3,0,0,0,36,18,12,0,13,4,0.360,9.00,0,2,0,0,63,0,12,0,0,3 +adkinjo01,2008,1,CIN,NL,1,0,4,0,0,0,0,11,4,1,1,3,3,0.333,2.45,1,0,0,0,15,0,1,0,0,1 +affelje01,2008,1,CIN,NL,1,1,74,0,0,0,0,235,78,29,9,25,80,0.260,3.33,0,6,3,0,335,20,36,7,0,7 +albaljo01,2008,1,NYA,AL,0,1,7,0,0,0,0,41,15,6,1,6,13,0.294,3.95,0,0,0,0,58,2,6,1,0,2 +alberma01,2008,1,BAL,AL,3,3,28,3,0,0,0,147,43,19,4,22,26,0.240,3.49,1,1,2,0,208,5,21,1,3,9 +aquingr01,2008,1,BAL,AL,0,0,9,0,0,0,0,28,17,13,1,9,9,0.415,12.54,0,0,2,0,54,5,13,1,1,0 +ariasal02,2008,1,COL,NL,0,0,12,0,0,0,0,41,12,4,1,4,5,0.235,2.63,0,1,1,0,56,4,4,0,0,2 +ariasal02,2008,2,HOU,NL,1,1,3,2,0,0,0,24,11,6,0,6,8,0.344,6.75,0,0,1,0,39,0,6,0,0,2 +armasto02,2008,1,NYN,NL,1,0,3,1,0,0,0,25,11,7,2,1,6,0.324,7.56,0,1,0,0,37,1,7,1,1,0 +arredjo01,2008,1,LAA,AL,10,2,52,0,0,0,0,183,42,11,3,22,55,0.190,1.62,0,1,1,0,244,10,15,0,0,6 +arroybr01,2008,1,CIN,NL,15,11,34,34,1,0,0,600,219,106,29,68,163,0.281,4.77,2,6,6,0,871,0,116,13,6,20 +ascanjo01,2008,1,CHN,NL,0,0,6,0,0,0,0,17,8,5,1,4,3,0.348,7.94,1,0,1,0,30,1,5,1,1,0 +ayalalu01,2008,1,WAS,NL,1,8,62,0,0,0,0,173,63,37,6,22,36,0.280,5.77,4,1,4,0,257,12,41,4,2,6 +ayalalu01,2008,2,NYN,NL,1,2,19,0,0,0,9,54,23,11,3,2,14,0.307,5.50,0,0,0,0,78,13,12,0,1,1 +backebr01,2008,1,HOU,NL,9,14,31,31,0,0,0,500,202,112,36,77,127,0.302,6.05,2,2,4,0,756,0,114,4,2,17 +badenbu01,2008,1,FLO,NL,2,3,13,8,0,0,0,142,55,32,7,21,35,0.289,6.08,1,2,3,0,218,2,34,2,2,2 +baekch01,2008,1,SEA,AL,0,1,10,1,0,0,0,90,28,18,6,13,15,0.250,5.40,1,1,0,0,127,2,18,0,2,2 +baekch01,2008,2,SDN,NL,6,9,22,20,0,0,0,333,118,57,12,30,77,0.273,4.62,2,3,3,0,475,0,60,3,6,9 +baileho02,2008,1,CIN,NL,0,6,8,8,0,0,0,109,59,32,8,17,18,0.378,7.93,1,4,0,1,180,0,36,5,2,3 +bakersc02,2008,1,MIN,AL,11,4,28,28,0,0,0,517,161,66,20,42,141,0.247,3.45,2,6,3,0,703,0,66,2,3,12 +balejo01,2008,1,KCA,AL,0,3,13,3,0,0,0,80,29,13,1,6,14,0.293,4.39,0,1,0,0,110,1,13,3,2,5 +balesco01,2008,1,WAS,NL,3,7,15,15,0,0,0,240,92,49,12,28,50,0.288,5.51,1,4,6,0,358,0,53,2,3,7 +balfogr01,2008,1,TBA,AL,6,2,51,0,0,0,4,175,28,10,3,24,82,0.143,1.54,1,2,0,0,224,12,10,1,3,0 +banksjo01,2008,1,SDN,NL,3,6,17,14,1,0,0,256,94,45,12,32,43,0.289,4.75,5,0,3,0,372,1,47,8,4,7 +bannibr01,2008,1,KCA,AL,9,16,32,32,1,0,0,548,215,117,29,58,113,0.294,5.76,1,7,7,1,811,0,127,3,10,15 +barthji01,2008,1,PIT,NL,0,2,3,3,0,0,0,31,16,12,3,8,6,0.364,10.45,0,0,0,0,53,0,12,1,0,1 +bassbr01,2008,1,MIN,AL,3,4,44,0,0,0,1,205,84,37,11,22,32,0.303,4.87,3,4,3,0,303,14,42,0,1,13 +bassbr01,2008,2,BAL,AL,1,0,5,4,0,0,0,63,14,11,1,9,13,0.192,4.71,1,2,2,0,85,0,13,1,0,2 +batismi01,2008,1,SEA,AL,4,14,44,20,0,0,1,345,135,80,19,79,73,0.295,6.26,6,5,6,0,556,9,89,3,11,7 +bauerri01,2008,1,CLE,AL,0,0,4,0,0,0,0,18,10,9,1,3,4,0.370,13.50,0,0,0,0,30,2,9,0,0,1 +bautide01,2008,1,DET,AL,0,1,16,0,0,0,0,57,15,7,1,14,10,0.231,3.32,0,1,2,0,83,3,7,1,1,3 +bautide01,2008,2,PIT,NL,4,3,35,0,0,0,0,124,46,28,5,28,34,0.295,6.10,2,3,0,0,188,5,28,1,3,8 +bazaryo01,2008,1,DET,AL,0,0,3,0,0,0,0,9,7,8,0,5,3,0.500,24.00,1,0,0,0,20,3,8,0,1,0 +beamtj01,2008,1,PIT,NL,2,2,32,0,0,0,1,137,43,21,6,20,24,0.251,4.14,4,0,2,0,199,8,21,4,2,2 +beckejo02,2008,1,BOS,AL,12,10,27,27,1,0,0,523,173,78,18,34,172,0.256,4.03,1,5,9,0,725,0,80,4,3,9 +bedarer01,2008,1,SEA,AL,6,4,15,15,0,0,0,243,70,33,9,37,72,0.231,3.67,0,3,4,0,347,0,38,1,2,10 +beimejo01,2008,1,LAN,NL,5,1,71,0,0,0,0,147,50,11,0,21,32,0.270,2.02,4,1,3,1,214,10,11,1,4,4 +belisma01,2008,1,CIN,NL,1,4,6,6,0,0,0,89,47,24,4,6,14,0.353,7.28,0,2,0,0,142,0,27,1,2,3 +bellhe01,2008,1,SDN,NL,6,6,74,0,0,0,0,234,66,31,5,28,71,0.229,3.58,4,2,3,0,324,8,31,3,2,5 +beltrfr01,2008,1,DET,AL,1,0,11,0,0,0,0,39,13,7,3,6,9,0.260,4.85,1,1,0,0,56,4,7,0,0,2 +benitar01,2008,1,TOR,AL,0,1,8,0,0,0,0,19,4,4,3,2,9,0.167,5.68,0,0,0,0,26,2,5,0,0,0 +benneje01,2008,1,ATL,NL,3,7,72,4,0,0,3,292,86,40,5,47,68,0.243,3.70,6,5,7,0,419,12,44,6,5,13 +benoijo01,2008,1,TEX,AL,3,2,44,0,0,0,1,135,40,25,6,35,43,0.233,5.00,2,3,0,0,209,8,28,2,0,2 +bergmja01,2008,1,WAS,NL,2,11,30,22,1,0,0,419,153,79,25,47,96,0.279,5.09,2,2,1,0,614,1,94,9,8,9 +betanra01,2008,1,CLE,AL,3,4,69,0,0,0,4,213,76,40,11,25,64,0.276,5.07,5,2,0,0,309,20,41,4,5,3 +bierdra01,2008,1,BAL,AL,0,2,29,0,0,0,0,110,48,20,3,19,25,0.316,4.91,2,4,3,0,178,8,21,1,3,2 +billich01,2008,1,LAN,NL,16,10,35,32,1,1,0,602,188,70,14,80,201,0.248,3.14,6,10,8,0,859,1,76,8,5,18 +birkiku01,2008,1,TBA,AL,0,0,6,0,0,0,0,30,5,1,0,5,7,0.161,0.90,0,0,0,0,37,2,1,0,1,3 +blackni01,2008,1,MIN,AL,11,11,33,33,0,0,0,580,224,87,23,39,96,0.292,4.05,4,2,7,0,823,0,102,5,4,31 +blantjo01,2008,1,OAK,AL,5,12,20,20,0,0,0,381,145,70,12,35,62,0.284,4.96,3,1,1,0,550,0,74,1,2,12 +blantjo01,2008,2,PHI,NL,4,0,13,13,0,0,0,212,66,33,10,31,49,0.246,4.20,0,1,3,0,305,0,36,1,2,7 +blevije01,2008,1,OAK,AL,1,3,36,0,0,0,0,113,32,13,2,13,35,0.230,3.11,2,0,3,0,156,8,14,0,1,3 +boggsmi01,2008,1,SLN,NL,3,2,8,6,0,0,0,102,42,28,5,22,13,0.304,7.41,0,2,2,0,164,1,29,1,1,4 +bondeje01,2008,1,DET,AL,3,4,12,12,0,0,0,214,75,34,9,36,44,0.273,4.29,2,1,3,0,319,0,39,2,3,8 +bonined01,2008,1,DET,AL,2,1,5,5,0,0,0,80,36,16,3,5,9,0.333,5.40,0,0,2,0,117,0,19,1,1,8 +bonsebo01,2008,1,MIN,AL,3,7,47,12,0,0,0,355,139,78,16,36,97,0.285,5.93,1,6,1,1,532,9,87,3,4,7 +bootcch01,2008,1,LAA,AL,0,1,10,0,0,0,0,48,30,18,2,12,14,0.385,10.13,0,2,0,0,90,4,18,0,0,0 +borkoda01,2008,1,HOU,NL,0,2,26,0,0,0,0,108,54,30,9,14,24,0.348,7.50,5,0,1,0,173,5,30,3,0,3 +borowjo01,2008,1,CLE,AL,1,3,18,0,0,0,6,50,24,14,4,8,9,0.333,7.56,2,0,0,0,82,14,14,1,1,0 +bowdemi01,2008,1,BOS,AL,1,0,1,1,0,0,0,15,7,2,0,1,3,0.333,3.60,0,0,0,0,22,0,2,0,0,0 +bowerce01,2008,1,COL,NL,0,0,5,0,0,0,0,20,11,10,2,5,5,0.423,13.50,0,1,1,0,33,3,10,0,1,2 +bowiemi01,2008,1,COL,NL,0,1,10,0,0,0,0,24,11,8,1,3,5,0.333,9.00,0,0,1,0,38,1,8,0,1,2 +boyerbl01,2008,1,ATL,NL,2,6,76,0,0,0,1,216,73,47,10,25,67,0.262,5.88,4,2,2,0,313,18,51,3,4,2 +bradeda01,2008,1,OAK,AL,5,4,19,10,0,0,0,215,77,33,8,25,41,0.284,4.14,2,0,2,1,301,7,36,1,2,7 +bradfch01,2008,1,BAL,AL,3,3,47,0,0,0,0,121,41,11,2,7,13,0.279,2.45,3,0,1,0,160,5,17,3,2,10 +bradfch01,2008,2,TBA,AL,1,0,21,0,0,0,0,57,18,3,1,8,4,0.261,1.42,3,0,1,0,81,4,3,0,3,2 +braybi01,2008,1,CIN,NL,2,2,63,0,0,0,0,141,50,15,4,24,54,0.269,2.87,5,2,1,0,215,11,19,3,1,3 +brazoyh01,2008,1,LAN,NL,0,0,2,0,0,0,0,9,4,2,0,3,3,0.308,6.00,0,1,0,0,16,1,2,0,0,1 +breslcr01,2008,1,CLE,AL,0,0,7,0,0,0,0,25,10,3,1,5,7,0.286,3.24,0,0,0,0,40,3,3,0,0,0 +breslcr01,2008,2,MIN,AL,0,2,42,0,0,0,1,116,24,7,0,14,32,0.180,1.63,2,4,0,1,149,10,9,2,0,1 +brittch01,2008,1,NYA,AL,0,0,15,0,0,0,0,69,28,13,4,11,12,0.301,5.09,1,1,0,0,105,14,13,0,1,1 +broadla01,2008,1,CHA,AL,1,0,7,1,0,0,0,42,20,11,4,5,7,0.328,7.07,1,0,0,0,66,4,11,0,0,1 +brocado01,2008,1,HOU,NL,7,5,72,0,0,0,2,206,63,30,8,21,64,0.242,3.93,5,1,3,1,286,21,30,1,1,5 +brownan01,2008,1,OAK,AL,1,0,31,0,0,0,0,105,23,12,3,21,28,0.187,3.09,1,0,1,0,147,13,13,1,1,4 +broxtjo01,2008,1,LAN,NL,3,5,70,0,0,0,14,207,54,24,2,27,88,0.217,3.13,5,3,3,0,285,32,29,3,3,6 +brunebr01,2008,1,NYA,AL,3,0,32,1,0,0,1,103,18,7,2,16,33,0.153,1.83,0,1,1,0,137,5,7,0,2,0 +buchhcl01,2008,1,BOS,AL,2,9,16,15,1,0,0,228,93,57,11,41,72,0.299,6.75,1,2,2,1,357,0,63,0,3,4 +buchhta01,2008,1,COL,NL,6,6,63,0,0,0,1,199,45,16,5,18,56,0.188,2.17,2,5,2,1,263,19,23,2,2,4 +bucknbi02,2008,1,ARI,NL,1,0,10,0,0,0,0,42,16,5,3,4,11,0.296,3.21,1,2,1,0,59,5,5,0,0,4 +buehrma01,2008,1,CHA,AL,15,12,34,34,1,0,0,656,240,92,22,52,140,0.281,3.79,4,4,5,0,918,0,106,2,6,34 +buenofr01,2008,1,ATL,NL,0,0,1,0,0,0,0,7,5,2,1,1,1,0.417,7.71,0,0,0,0,13,0,2,0,0,0 +bukviry01,2008,1,BAL,AL,0,0,4,0,0,0,0,16,9,4,2,6,5,0.375,6.75,0,1,0,0,30,0,4,0,0,1 +bulgeja01,2008,1,LAA,AL,0,0,14,0,0,0,0,48,15,13,3,9,20,0.242,7.31,0,0,2,0,73,7,13,0,0,1 +bullibr01,2008,1,CLE,AL,0,2,3,2,0,0,0,44,15,8,4,2,12,0.268,4.91,0,1,1,0,60,0,9,0,1,2 +burkeja02,2008,1,SEA,AL,0,1,1,0,0,0,0,3,1,1,0,0,0,0.333,9.00,0,1,0,0,4,1,1,0,1,0 +burneaj01,2008,1,TOR,AL,18,10,35,34,1,0,0,664,211,100,19,86,231,0.249,4.07,2,11,9,2,957,1,109,8,5,12 +burnese01,2008,1,PIT,NL,1,1,58,0,0,0,0,170,57,30,7,34,42,0.271,4.76,3,4,2,0,253,16,31,4,3,8 +burrebr01,2008,1,BAL,AL,7,10,31,22,0,0,0,389,165,87,17,50,63,0.311,6.04,2,3,6,1,596,1,90,1,8,8 +burtoja01,2008,1,CIN,NL,5,1,54,0,0,0,0,176,56,21,6,25,58,0.249,3.22,3,2,2,1,257,12,24,2,3,3 +bushda01,2008,1,MIL,NL,9,10,31,29,0,0,0,555,163,86,29,48,109,0.234,4.18,3,2,10,1,763,0,92,4,3,13 +byrdati01,2008,1,HOU,NL,2,1,59,0,0,0,0,166,45,24,10,29,47,0.222,3.90,2,0,2,0,237,9,24,2,1,3 +byrdpa01,2008,1,CLE,AL,7,10,22,22,1,0,0,393,146,66,23,24,56,0.282,4.53,0,0,5,0,553,0,70,3,4,9 +byrdpa01,2008,2,BOS,AL,4,2,8,8,0,0,0,147,58,26,8,10,26,0.297,4.78,0,0,2,0,208,0,26,1,0,5 +cabreda01,2008,1,BAL,AL,8,10,30,30,2,0,0,540,199,105,24,90,95,0.286,5.25,5,15,18,2,821,0,109,5,12,22 +cabrefe01,2008,1,BAL,AL,2,1,22,0,0,0,0,85,32,17,9,17,31,0.283,5.40,2,3,0,0,132,8,18,0,2,1 +cainma01,2008,1,SFN,NL,8,14,34,34,1,1,0,653,206,91,19,91,186,0.251,3.76,9,7,7,2,933,0,95,7,7,10 +calerki01,2008,1,OAK,AL,0,0,5,0,0,0,0,14,3,2,0,3,7,0.176,3.86,0,0,0,0,20,3,3,0,0,0 +camerke01,2008,1,SDN,NL,0,0,10,0,0,0,0,30,10,4,0,6,5,0.263,3.60,2,0,0,0,46,4,9,1,1,0 +campijo01,2008,1,ATL,NL,8,7,39,25,1,0,0,476,158,69,18,38,107,0.262,3.91,2,2,1,0,655,3,74,9,5,12 +campsh01,2008,1,TOR,AL,3,1,40,0,0,0,0,118,40,18,2,11,31,0.263,4.12,3,0,2,0,166,16,18,0,1,5 +capeljo01,2008,1,COL,NL,0,0,1,0,0,0,0,6,3,1,0,0,2,0.333,4.50,0,0,0,0,9,1,1,0,0,0 +cappsma01,2008,1,PIT,NL,2,3,49,0,0,0,21,161,47,18,5,5,39,0.234,3.02,0,0,2,0,211,39,20,2,0,3 +carlsje01,2008,1,TOR,AL,7,2,69,0,0,0,2,180,41,15,6,21,55,0.196,2.25,7,2,3,1,237,10,16,1,3,3 +carlybu01,2008,1,ATL,NL,2,0,45,0,0,0,0,188,52,25,5,26,59,0.228,3.59,6,4,1,1,259,5,26,4,0,5 +carmofa01,2008,1,CLE,AL,8,7,22,22,1,1,0,362,126,73,7,70,58,0.271,5.44,0,8,9,1,549,0,80,1,4,26 +carpean01,2008,1,PHI,NL,0,0,1,0,0,0,0,3,1,0,0,1,1,0.333,0.00,1,0,0,0,5,1,0,1,0,0 +carpech01,2008,1,SLN,NL,0,1,4,3,0,0,0,46,16,3,0,4,7,0.286,1.76,0,0,0,0,63,0,5,2,1,3 +carradj01,2008,1,CHA,AL,1,0,31,0,0,0,0,116,30,17,2,14,30,0.219,3.96,1,0,5,0,158,6,17,1,1,4 +casseja01,2008,1,HOU,NL,1,1,9,3,0,0,0,91,38,19,5,8,14,0.311,5.64,2,2,1,1,132,1,21,1,0,5 +castial02,2008,1,BAL,AL,1,0,28,0,0,0,0,78,27,11,3,10,23,0.260,3.81,0,1,7,0,121,5,11,0,0,1 +chacosh01,2008,1,HOU,NL,2,3,15,15,0,0,0,257,88,48,16,41,53,0.270,5.04,5,2,2,0,374,0,52,4,1,9 +chambjo03,2008,1,NYA,AL,4,3,42,12,0,0,0,301,87,29,5,39,118,0.233,2.60,3,4,2,2,417,5,32,2,1,5 +chaveje01,2008,1,PIT,NL,0,1,15,0,0,0,0,45,20,11,2,9,16,0.328,6.60,2,2,0,0,74,6,11,3,1,0 +cherrro01,2008,1,BAL,AL,0,3,18,0,0,0,1,51,15,12,3,16,15,0.231,6.35,3,4,1,0,85,4,15,1,2,1 +chicoma01,2008,1,WAS,NL,0,6,11,8,0,0,0,144,63,33,10,17,31,0.323,6.19,1,1,1,0,219,0,34,4,2,4 +chulkvi01,2008,1,SFN,NL,0,3,27,0,0,0,0,95,33,17,6,8,16,0.260,4.83,2,1,2,0,139,9,18,1,1,1 +clippty01,2008,1,WAS,NL,1,1,2,2,0,0,0,31,12,5,2,7,8,0.293,4.35,1,1,0,0,48,0,5,0,0,1 +coffeto01,2008,1,CIN,NL,0,0,17,0,0,0,0,58,25,13,4,6,8,0.321,6.05,0,0,1,0,87,6,13,1,1,3 +coffeto01,2008,2,MIL,NL,1,0,9,0,0,0,0,22,6,0,0,2,7,0.231,0.00,0,0,0,0,29,3,0,1,0,2 +cokeph01,2008,1,NYA,AL,1,0,12,0,0,0,0,44,8,1,0,2,14,0.160,0.61,0,1,0,0,52,0,1,0,0,2 +colomje01,2008,1,WAS,NL,2,2,61,0,0,0,0,213,61,34,6,39,55,0.235,4.31,4,7,4,0,312,25,38,7,2,6 +colonba01,2008,1,BOS,AL,4,2,7,7,0,0,0,117,44,17,5,10,27,0.282,3.92,0,0,2,0,173,0,23,3,2,3 +condrcl01,2008,1,PHI,NL,3,4,56,0,0,0,1,207,85,25,6,19,34,0.302,3.26,8,1,2,0,303,30,26,1,0,10 +contrjo01,2008,1,CHA,AL,7,6,20,20,1,0,0,363,130,61,12,35,70,0.272,4.54,0,6,3,0,522,0,64,4,2,10 +cookaa01,2008,1,COL,NL,16,9,32,32,2,1,0,634,236,93,13,48,96,0.287,3.96,2,6,4,0,886,0,102,9,4,29 +corcoro01,2008,1,SEA,AL,6,2,50,0,0,0,3,218,65,26,1,36,39,0.239,3.22,4,3,2,0,316,13,31,3,3,11 +cordech01,2008,1,WAS,NL,0,0,6,0,0,0,0,13,6,1,0,3,5,0.316,2.08,1,1,0,0,22,2,1,0,0,0 +cordefr01,2008,1,CIN,NL,5,4,72,0,0,0,34,211,61,26,6,38,78,0.235,3.33,3,3,3,0,307,63,28,3,3,5 +coreybr01,2008,1,BOS,AL,0,0,7,0,0,0,0,18,11,7,1,3,4,0.407,10.50,1,0,0,0,31,2,7,1,0,0 +coreybr01,2008,2,SDN,NL,1,3,39,0,0,0,0,117,42,27,7,9,18,0.273,6.23,3,2,0,1,167,8,27,2,2,1 +cormila01,2008,1,BAL,AL,3,3,45,1,0,0,1,215,78,32,4,34,46,0.279,4.02,3,2,1,1,319,10,36,1,3,7 +corpama01,2008,1,COL,NL,3,4,76,0,0,0,4,239,93,40,7,23,50,0.296,4.52,4,1,2,0,346,20,41,6,1,10 +correke01,2008,1,SFN,NL,3,8,25,19,0,0,0,330,141,74,15,47,66,0.310,6.05,3,5,4,0,514,2,80,3,5,8 +cottsne01,2008,1,CHN,NL,0,2,50,0,0,0,0,107,38,17,7,13,43,0.266,4.29,2,3,1,0,160,7,18,3,0,2 +crainje01,2008,1,MIN,AL,5,4,66,0,0,0,0,188,62,25,6,24,50,0.257,3.59,3,2,1,0,268,14,29,0,2,4 +crucefr01,2008,1,DET,AL,0,3,13,0,0,0,0,35,13,7,2,10,11,0.295,5.40,1,3,0,0,56,8,8,2,0,2 +cruzju02,2008,1,ARI,NL,4,0,57,0,0,0,0,155,34,15,5,31,71,0.192,2.61,0,1,3,0,215,10,17,2,2,2 +cuetojo01,2008,1,CIN,NL,9,14,31,31,0,0,0,522,178,93,29,68,158,0.264,4.81,1,6,14,1,769,0,101,9,5,11 +danksjo01,2008,1,CHA,AL,12,9,33,33,0,0,0,585,182,72,15,57,159,0.246,3.32,1,7,4,0,804,0,74,2,2,15 +davieky01,2008,1,KCA,AL,9,7,21,21,0,0,0,339,121,51,10,43,71,0.276,4.06,0,8,2,1,487,0,57,1,3,14 +davisdo02,2008,1,ARI,NL,6,8,26,26,0,0,0,438,160,70,13,64,112,0.282,4.32,4,7,4,0,650,0,76,10,4,15 +davisja02,2008,1,PIT,NL,2,4,14,4,0,0,0,102,38,20,2,17,13,0.299,5.29,0,5,3,0,153,2,24,3,3,8 +delaceu01,2008,1,FLO,NL,0,0,6,1,0,0,0,27,15,18,2,11,4,0.375,18.00,0,1,0,0,53,1,20,1,1,1 +delarjo01,2008,1,COL,NL,10,8,28,23,0,0,0,390,128,71,13,62,128,0.262,4.92,3,14,7,1,571,0,77,6,7,11 +delcama01,2008,1,BOS,AL,1,2,73,0,0,0,2,223,55,27,5,28,72,0.205,3.27,1,0,3,0,307,16,28,4,4,4 +delgaje01,2008,1,FLO,NL,0,0,2,0,0,0,0,6,1,1,0,3,0,0.167,4.50,0,1,0,0,10,1,1,1,0,0 +delosva01,2008,1,COL,NL,0,1,2,2,0,0,0,24,6,5,1,11,10,0.207,5.63,0,0,0,0,40,0,5,0,0,1 +dempsry01,2008,1,CHN,NL,17,6,33,33,1,0,0,620,174,68,14,76,187,0.227,2.96,1,5,7,0,856,0,75,4,3,19 +desalma01,2008,1,ATL,NL,0,0,2,0,0,0,0,6,11,7,0,2,2,0.688,31.50,0,0,0,0,18,0,7,0,0,1 +desseel01,2008,1,ATL,NL,0,1,4,0,0,0,0,12,10,10,1,4,2,0.500,22.50,0,0,0,0,26,1,10,0,2,0 +devinjo01,2008,1,OAK,AL,6,1,42,0,0,0,1,137,23,3,0,15,49,0.150,0.59,2,0,0,0,170,10,7,1,1,3 +diazjo01,2008,1,TEX,AL,0,0,1,0,0,0,0,3,1,0,0,1,2,0.333,0.00,0,1,1,0,6,1,1,0,1,0 +dickera01,2008,1,SEA,AL,5,8,32,14,0,0,0,337,124,65,15,51,58,0.284,5.21,4,11,2,1,500,9,65,4,6,6 +difelma01,2008,1,MIL,NL,1,0,15,0,0,0,0,57,17,6,4,4,20,0.230,2.84,0,1,0,0,78,5,7,0,0,1 +dillati01,2008,1,MIL,NL,0,0,13,0,0,0,0,43,17,7,2,6,5,0.293,4.40,2,1,0,0,65,5,12,0,1,2 +dinarle01,2008,1,OAK,AL,1,2,11,2,0,0,0,69,31,19,3,13,12,0.316,7.43,2,1,2,0,114,8,20,1,0,4 +dohmasc01,2008,1,TBA,AL,2,0,12,0,0,0,0,44,18,10,2,7,12,0.310,6.14,1,0,0,0,66,6,10,0,1,2 +dolsifr01,2008,1,DET,AL,1,5,42,0,0,0,2,143,50,21,3,28,29,0.267,3.97,5,4,3,1,218,13,21,0,0,4 +donnebr01,2008,1,CLE,AL,1,0,15,0,0,0,0,41,20,13,2,10,8,0.357,8.56,0,0,0,0,69,3,13,0,2,0 +doteloc01,2008,1,CHA,AL,4,4,72,0,0,0,1,201,52,28,12,29,92,0.208,3.76,3,4,5,0,288,10,34,4,0,2 +downssc01,2008,1,TOR,AL,0,3,66,0,0,0,5,212,54,14,3,27,57,0.213,1.78,7,3,4,0,290,14,15,5,0,8 +duchsju01,2008,1,OAK,AL,10,8,22,22,1,1,0,425,107,40,11,34,95,0.210,2.54,2,1,8,0,557,0,45,1,4,13 +duckwbr01,2008,1,KCA,AL,3,3,7,7,0,0,0,114,38,19,2,19,20,0.266,4.50,0,0,3,0,167,0,20,0,2,4 +dukeza01,2008,1,PIT,NL,5,14,31,31,1,1,0,555,230,99,19,47,87,0.304,4.82,1,2,7,2,829,0,111,14,4,9 +dumatph01,2008,1,PIT,NL,3,4,21,11,0,0,0,236,82,46,7,42,52,0.271,5.26,2,1,2,0,351,4,48,1,3,7 +durbich01,2008,1,PHI,NL,5,4,71,0,0,0,1,263,81,28,5,35,63,0.254,2.87,7,3,4,0,365,12,33,4,2,15 +eatonad01,2008,1,PHI,NL,4,8,21,19,0,0,0,321,131,69,15,44,57,0.310,5.80,5,2,6,0,478,0,71,3,2,16 +ekstrmi01,2008,1,SDN,NL,0,2,8,0,0,0,0,29,14,8,2,7,6,0.350,7.45,1,0,0,0,47,1,8,0,0,2 +elartsc01,2008,1,CLE,AL,0,1,8,0,0,0,0,46,16,6,0,9,15,0.262,3.52,2,2,0,0,70,4,7,0,0,0 +elbersc01,2008,1,LAN,NL,0,1,10,0,0,0,0,18,9,8,2,4,8,0.346,12.00,0,0,1,0,31,1,8,0,0,1 +embreal01,2008,1,OAK,AL,2,5,70,0,0,0,0,185,59,34,8,30,57,0.253,4.96,5,2,2,0,270,11,36,2,3,8 +espinge01,2008,1,SFN,NL,2,0,15,0,0,0,0,48,17,9,5,8,8,0.279,5.06,2,2,0,0,69,5,10,0,0,4 +estessh01,2008,1,SDN,NL,2,3,9,8,0,0,0,131,50,23,6,18,19,0.284,4.74,0,2,2,0,198,0,26,2,0,5 +estrama01,2008,1,WAS,NL,0,0,11,0,0,0,0,38,17,11,4,5,10,0.304,7.82,1,0,2,0,63,3,13,0,0,0 +evelada01,2008,1,OAK,AL,9,9,29,29,1,0,0,504,172,81,10,77,118,0.269,4.34,2,6,12,1,737,0,82,2,5,22 +eyresc01,2008,1,CHN,NL,2,0,19,0,0,0,0,34,15,9,1,4,14,0.326,7.15,1,1,1,0,53,1,9,0,2,1 +eyresc01,2008,2,PHI,NL,3,0,19,0,0,0,0,43,8,3,1,3,18,0.163,1.88,1,0,1,0,53,2,3,0,0,3 +falkebr01,2008,1,LAN,NL,2,2,16,0,0,0,0,35,11,8,2,4,9,0.250,6.17,1,0,0,0,49,2,8,1,0,1 +falkebr01,2008,2,SDN,NL,0,1,9,0,0,0,0,32,15,5,2,8,10,0.341,4.22,1,0,0,0,53,6,5,1,0,2 +farnsky01,2008,1,NYA,AL,1,2,45,0,0,0,1,133,43,18,11,17,43,0.264,3.65,3,1,1,1,185,6,18,3,1,3 +farnsky01,2008,2,DET,AL,1,1,16,0,0,0,0,48,27,12,4,5,18,0.380,6.75,1,0,0,0,76,5,14,0,0,3 +feierry01,2008,1,SEA,AL,1,4,8,8,0,0,0,119,59,34,7,14,26,0.355,7.71,0,1,1,0,183,0,34,1,1,2 +feldmsc01,2008,1,TEX,AL,6,8,28,25,0,0,0,454,161,89,22,56,74,0.280,5.29,2,4,10,2,651,2,103,1,9,24 +felicpe01,2008,1,NYN,NL,3,4,86,0,0,0,2,160,57,24,7,26,50,0.281,4.05,8,2,3,0,237,14,24,2,3,9 +figuene01,2008,1,NYN,NL,3,3,16,6,0,0,0,136,48,23,3,26,36,0.267,4.57,1,0,2,0,211,2,26,2,1,3 +florera01,2008,1,SLN,NL,1,0,43,0,0,0,1,77,34,15,2,20,17,0.315,5.26,3,1,1,0,131,3,16,0,2,1 +floydga01,2008,1,CHA,AL,17,8,33,33,1,0,0,619,190,88,30,70,145,0.241,3.84,6,9,9,0,878,0,107,7,5,17 +foggjo01,2008,1,CIN,NL,2,7,22,14,0,0,0,235,97,66,17,27,45,0.302,7.58,1,1,6,0,362,3,69,6,2,8 +fossuca01,2008,1,DET,AL,3,1,31,0,0,0,0,124,44,26,4,18,28,0.278,5.66,1,1,3,0,179,9,26,0,0,7 +foulkke01,2008,1,OAK,AL,0,3,31,0,0,0,1,93,28,14,7,13,23,0.241,4.06,2,1,1,0,133,9,14,1,2,1 +foxch02,2008,1,CHN,NL,0,1,3,0,0,0,0,10,2,2,1,3,1,0.200,5.40,0,1,0,0,14,1,2,1,0,0 +francfr01,2008,1,TEX,AL,3,5,58,0,0,0,5,190,47,22,7,26,83,0.200,3.13,2,5,0,0,264,18,24,0,3,0 +francje01,2008,1,COL,NL,4,10,24,24,0,0,0,431,164,80,21,49,94,0.286,5.01,4,0,3,0,636,0,84,6,4,8 +frankry01,2008,1,SLN,NL,6,6,74,0,0,0,17,236,86,31,10,30,51,0.278,3.55,4,3,3,0,346,39,34,2,2,7 +frasoja01,2008,1,TOR,AL,1,2,49,0,0,0,0,142,36,22,4,32,42,0.208,4.18,4,6,1,0,208,21,23,0,2,1 +fuentbr01,2008,1,COL,NL,1,5,67,0,0,0,30,188,47,19,3,22,82,0.205,2.73,1,1,1,0,256,48,22,3,1,1 +fukumka01,2008,1,TEX,AL,0,0,4,0,0,0,0,12,11,9,2,4,1,0.500,20.25,1,2,0,0,26,0,9,0,0,1 +fulchje01,2008,1,KCA,AL,0,1,12,0,0,0,0,42,21,14,2,8,12,0.339,9.00,0,1,1,0,72,7,15,0,1,1 +gabbaka01,2008,1,TEX,AL,2,3,12,12,0,0,0,168,64,30,5,39,33,0.292,4.82,4,4,1,0,263,0,36,2,2,12 +gagneer01,2008,1,MIL,NL,4,3,50,0,0,0,10,139,46,28,11,22,38,0.258,5.44,2,1,2,0,203,16,28,1,0,6 +galarar01,2008,1,DET,AL,13,7,30,28,0,0,0,536,152,74,28,61,126,0.226,3.73,2,6,6,0,746,0,83,2,4,16 +gallase01,2008,1,CHN,NL,3,4,12,10,0,0,0,176,58,29,6,22,49,0.256,4.45,1,2,4,0,256,1,31,2,1,4 +gallase01,2008,2,OAK,AL,2,3,11,11,0,0,0,170,60,37,7,36,54,0.270,5.88,1,0,2,0,266,0,42,1,5,2 +gallayo01,2008,1,MIL,NL,0,0,4,4,0,0,0,72,22,5,3,8,20,0.256,1.88,0,0,0,0,97,0,5,2,1,2 +garcifr02,2008,1,DET,AL,1,1,3,3,0,0,0,45,11,7,3,6,12,0.204,4.20,0,0,1,0,61,0,8,0,0,1 +garcija01,2008,1,OAK,AL,2,1,51,0,0,0,2,151,60,22,5,20,43,0.299,3.93,2,6,3,0,229,9,22,3,2,6 +garcija02,2008,1,SLN,NL,1,1,10,1,0,0,0,48,14,10,4,8,8,0.233,5.63,0,3,1,0,69,4,10,0,0,2 +gardnle01,2008,1,FLO,NL,0,0,7,0,0,0,0,20,14,8,2,4,4,0.424,10.80,0,0,0,0,38,0,8,1,0,0 +garlajo01,2008,1,LAA,AL,14,8,32,32,1,0,0,590,237,107,23,59,90,0.303,4.90,4,4,8,0,864,0,116,8,8,25 +garzama01,2008,1,TBA,AL,11,9,30,30,3,2,0,554,170,76,19,59,128,0.245,3.70,2,3,6,2,772,0,83,3,9,22 +gaudich01,2008,1,OAK,AL,5,3,26,6,0,0,0,188,63,25,6,17,44,0.263,3.59,1,2,3,1,263,9,29,2,1,8 +gaudich01,2008,2,CHN,NL,4,2,24,0,0,0,0,82,29,19,5,10,27,0.271,6.26,2,0,0,1,119,5,21,0,1,1 +gearyge01,2008,1,HOU,NL,2,3,55,0,0,0,0,192,45,18,3,28,45,0.197,2.53,5,0,2,1,262,8,18,3,1,5 +geerjo01,2008,1,SDN,NL,2,1,5,5,0,0,0,81,29,8,2,9,16,0.269,2.67,2,0,0,0,117,0,8,0,0,1 +germafr01,2008,1,TEX,AL,1,3,17,0,0,0,0,65,18,5,0,13,15,0.243,2.08,1,1,0,0,93,9,5,3,3,1 +germaju01,2008,1,SDN,NL,0,3,12,6,0,0,0,131,54,29,8,13,17,0.305,5.98,2,4,1,0,194,4,31,2,1,6 +gieseda01,2008,1,NYA,AL,1,3,20,3,0,0,0,130,39,17,3,14,29,0.232,3.53,1,1,1,0,186,6,22,0,3,0 +gintema01,2008,1,CLE,AL,1,3,4,4,0,0,0,63,25,12,3,3,12,0.301,5.14,1,2,0,0,87,0,12,1,0,4 +glavito02,2008,1,ATL,NL,2,4,13,13,0,0,0,190,67,39,11,37,37,0.288,5.54,4,0,1,0,281,0,40,7,3,8 +glovega01,2008,1,TBA,AL,1,2,29,0,0,0,0,102,42,22,3,18,22,0.300,5.82,5,4,1,0,160,10,22,1,0,6 +glovega01,2008,2,DET,AL,1,1,18,0,0,0,0,61,22,10,4,4,15,0.272,4.43,1,0,1,0,86,5,11,0,0,2 +gobblji01,2008,1,KCA,AL,0,2,39,0,0,0,1,95,39,31,5,23,27,0.293,8.81,1,6,2,0,159,10,31,0,1,0 +gonzaed01,2008,1,ARI,NL,1,3,17,6,0,0,0,144,58,32,8,21,32,0.302,6.00,2,4,3,0,221,3,34,4,1,5 +gonzaen01,2008,1,SDN,NL,1,0,4,0,0,0,0,10,4,4,0,2,1,0.308,10.80,0,0,0,0,15,3,4,0,0,1 +gonzagi01,2008,1,OAK,AL,1,4,10,7,0,0,0,102,32,29,9,25,34,0.242,7.68,1,1,3,0,163,3,34,2,1,1 +gonzami02,2008,1,ATL,NL,0,3,36,0,0,0,14,101,26,16,6,14,44,0.210,4.28,3,0,1,0,142,29,21,1,2,2 +gordobr01,2008,1,TEX,AL,0,0,3,0,0,0,0,12,4,1,0,0,1,0.250,2.25,0,0,0,0,16,0,1,0,0,0 +gordoto01,2008,1,PHI,NL,5,4,34,0,0,0,2,89,31,17,3,17,26,0.256,5.16,1,4,0,0,139,7,19,0,1,0 +gorzeto01,2008,1,PIT,NL,6,9,21,21,0,0,0,316,120,78,20,70,67,0.293,6.66,0,5,1,1,490,0,79,3,6,16 +grabojo02,2008,1,PIT,NL,6,3,74,0,0,0,4,228,60,24,9,37,62,0.215,2.84,2,4,1,2,322,18,25,3,2,7 +grayje02,2008,1,OAK,AL,0,0,5,0,0,0,0,14,8,4,1,1,4,0.364,7.71,0,0,1,0,24,2,4,0,0,0 +greense01,2008,1,SEA,AL,4,5,72,0,0,0,1,237,80,41,3,36,62,0.261,4.67,1,5,6,1,358,13,47,3,7,7 +greggke01,2008,1,FLO,NL,7,8,72,0,0,0,29,206,51,26,3,37,58,0.203,3.41,4,7,4,0,296,59,30,3,1,4 +greinza01,2008,1,KCA,AL,13,10,32,32,1,0,0,607,202,78,21,56,183,0.257,3.47,1,8,4,1,851,0,87,2,4,15 +grillja01,2008,1,DET,AL,0,1,9,0,0,0,0,41,12,5,1,7,10,0.235,3.29,1,1,1,0,59,4,5,0,0,0 +grillja01,2008,2,COL,NL,3,2,51,0,0,0,1,184,55,20,1,31,59,0.241,2.93,6,3,1,0,264,12,22,1,3,8 +guarded01,2008,1,TEX,AL,3,3,55,0,0,0,4,148,38,20,3,17,28,0.220,3.65,2,1,0,0,194,14,20,2,2,6 +guarded01,2008,2,MIN,AL,1,1,9,0,0,0,0,21,12,6,1,2,5,0.387,7.71,0,0,0,0,33,0,6,0,0,1 +guerrma02,2008,1,MIN,AL,6,9,76,0,0,0,1,229,84,44,12,37,59,0.275,5.19,9,2,0,0,344,15,47,1,1,3 +guevaca01,2008,1,SDN,NL,1,0,10,0,0,0,0,37,13,8,2,9,11,0.265,5.84,2,3,0,0,60,6,9,1,1,1 +guthrje01,2008,1,BAL,AL,10,12,30,30,1,0,0,572,176,77,24,58,120,0.242,3.63,2,3,7,0,796,0,82,2,2,17 +guzmaan01,2008,1,CHN,NL,0,0,6,1,0,0,0,29,10,6,1,4,10,0.256,5.59,0,1,1,0,44,1,6,0,0,0 +haegech01,2008,1,SDN,NL,0,0,4,0,0,0,0,13,8,8,2,5,4,0.381,16.62,0,0,2,0,28,1,10,0,0,0 +hallaro01,2008,1,TOR,AL,20,11,34,33,9,2,0,738,220,76,18,39,206,0.237,2.78,3,4,12,0,987,0,88,5,4,21 +hamelco01,2008,1,PHI,NL,14,10,33,33,2,2,0,682,193,78,28,53,196,0.227,3.09,7,0,1,0,914,0,89,6,2,15 +hammeja01,2008,1,TBA,AL,4,4,40,5,0,0,2,235,83,40,11,35,44,0.272,4.60,4,7,2,0,346,21,45,2,2,7 +hampsju01,2008,1,SDN,NL,2,1,35,0,0,0,0,92,31,10,1,10,19,0.279,2.93,2,0,0,0,126,8,11,1,4,6 +hamptmi01,2008,1,ATL,NL,3,4,13,13,0,0,0,234,83,42,10,28,38,0.281,4.85,6,0,1,0,331,0,45,5,2,12 +hanrajo01,2008,1,WAS,NL,6,3,69,0,0,0,9,253,73,37,9,42,93,0.233,3.95,7,6,1,0,364,34,40,2,6,5 +hansade01,2008,1,BOS,AL,1,0,4,0,0,0,0,20,6,3,0,1,5,0.250,4.05,0,0,0,0,26,3,5,0,1,1 +hansecr01,2008,1,BOS,AL,1,3,32,0,0,0,2,92,29,19,2,23,25,0.240,5.58,1,3,1,0,146,6,23,0,1,2 +hansecr01,2008,2,PIT,NL,1,4,16,0,0,0,1,47,11,13,1,20,7,0.200,7.47,1,3,1,0,78,9,14,2,0,1 +happja01,2008,1,PHI,NL,1,0,8,4,0,0,0,95,28,13,3,14,26,0.233,3.69,1,1,1,0,138,1,13,2,1,0 +haranaa01,2008,1,CIN,NL,6,17,30,29,1,1,0,553,205,98,35,50,153,0.284,4.78,5,2,2,0,793,0,104,11,7,12 +harderi01,2008,1,OAK,AL,5,1,13,13,0,0,0,231,57,20,5,31,92,0.206,2.34,1,1,1,0,311,0,21,0,2,2 +harderi01,2008,2,CHN,NL,5,1,12,12,0,0,0,213,39,14,6,30,89,0.157,1.77,1,2,2,0,284,0,17,2,1,0 +harenda01,2008,1,ARI,NL,16,8,33,33,1,1,0,648,204,80,19,40,206,0.247,3.33,4,11,6,0,881,0,86,7,3,12 +harrima01,2008,1,TEX,AL,9,3,15,15,1,1,0,251,100,51,12,31,42,0.300,5.49,2,2,2,2,372,0,57,1,5,10 +hartke01,2008,1,CHN,NL,2,2,21,0,0,0,0,83,39,20,2,18,23,0.325,6.51,3,1,3,0,142,4,24,1,0,2 +hawkila01,2008,1,NYA,AL,1,1,33,0,0,0,0,123,42,26,3,17,23,0.275,5.71,3,2,0,0,173,11,26,1,2,4 +hawkila01,2008,2,HOU,NL,2,0,24,0,0,0,1,63,11,1,0,5,25,0.151,0.43,1,1,0,0,79,4,3,0,1,0 +hayhudi01,2008,1,SDN,NL,0,2,10,3,0,0,0,50,27,18,2,10,14,0.365,9.72,1,4,0,0,84,3,18,0,0,2 +heilmaa01,2008,1,NYN,NL,3,8,78,0,0,0,3,228,75,44,10,46,80,0.258,5.21,8,2,9,0,356,23,48,8,2,1 +hendrma01,2008,1,FLO,NL,7,8,36,19,0,0,0,401,148,81,17,48,81,0.283,5.45,7,4,5,0,590,4,87,9,5,9 +hennebr01,2008,1,SFN,NL,1,2,17,4,1,0,0,121,63,35,8,15,21,0.358,7.81,1,1,1,0,196,4,35,3,1,0 +hennse01,2008,1,SDN,NL,0,0,4,0,0,0,0,28,11,8,1,9,9,0.297,7.71,1,1,0,0,47,2,8,1,0,1 +henslcl01,2008,1,SDN,NL,1,2,32,1,0,0,0,117,36,23,2,25,26,0.252,5.31,3,1,1,0,173,8,27,1,3,6 +hergema01,2008,1,COL,NL,3,4,58,0,0,0,0,193,79,36,5,24,46,0.304,5.04,5,3,5,1,294,10,40,1,4,7 +hernafe02,2008,1,SEA,AL,9,11,31,31,2,0,0,602,198,77,17,80,175,0.261,3.45,7,8,8,1,857,0,85,4,6,28 +hernafe03,2008,1,OAK,AL,1,0,3,0,0,0,0,9,4,6,0,5,2,0.308,18.00,0,0,1,0,19,1,6,0,0,0 +hernali01,2008,1,MIN,AL,10,8,23,23,2,0,0,419,199,85,18,29,54,0.341,5.48,3,2,1,1,627,0,93,4,9,19 +hernali01,2008,2,COL,NL,3,3,8,8,0,0,0,121,58,36,7,14,13,0.345,8.03,1,1,1,0,184,0,36,1,0,5 +hernaru03,2008,1,HOU,NL,0,3,4,4,0,0,0,58,32,18,4,11,15,0.372,8.38,1,0,0,0,98,0,19,1,0,3 +herreda01,2008,1,CIN,NL,0,0,7,0,0,0,0,22,10,6,1,3,8,0.333,7.36,2,0,2,0,37,0,7,2,0,0 +herreyo01,2008,1,PIT,NL,1,1,5,5,0,0,0,55,35,20,1,12,10,0.427,9.82,0,1,1,0,100,0,20,3,2,3 +hillri01,2008,1,CHN,NL,1,0,5,5,0,0,0,59,13,9,2,18,15,0.191,4.12,0,1,1,0,89,0,9,0,2,1 +hillsh01,2008,1,WAS,NL,1,5,12,12,0,0,0,190,88,41,5,23,39,0.331,5.83,2,2,1,1,296,0,47,3,3,5 +hinckmi01,2008,1,WAS,NL,0,0,14,0,0,0,0,41,8,0,0,3,9,0.178,0.00,0,0,1,1,49,2,1,0,0,2 +hinshal01,2008,1,SFN,NL,2,1,48,0,0,0,0,119,31,15,5,29,47,0.220,3.40,4,5,3,0,179,12,16,4,2,1 +hirshja01,2008,1,COL,NL,0,0,4,1,0,0,0,26,15,8,3,4,6,0.357,8.31,0,0,0,0,46,1,10,0,0,0 +hochelu01,2008,1,KCA,AL,6,12,22,22,0,0,0,387,143,79,12,47,72,0.280,5.51,1,7,5,0,566,0,84,1,2,15 +hoffmtr01,2008,1,SDN,NL,3,6,48,0,0,0,30,136,38,19,8,9,46,0.224,3.77,2,0,0,0,180,42,19,1,0,2 +howeljp01,2008,1,TBA,AL,6,1,64,0,0,0,3,268,62,22,6,39,92,0.194,2.22,1,5,4,0,370,9,29,6,1,7 +howrybo01,2008,1,CHN,NL,7,5,72,0,0,0,1,212,90,42,13,13,59,0.309,5.35,5,0,2,0,311,27,44,1,4,6 +hudsoti01,2008,1,ATL,NL,11,7,23,22,1,1,0,426,125,50,11,40,85,0.239,3.17,5,3,2,1,573,0,53,5,4,16 +hugheph01,2008,1,NYA,AL,0,4,8,8,0,0,0,102,43,25,3,15,23,0.314,6.62,0,2,1,0,157,0,26,1,3,3 +humbeph01,2008,1,MIN,AL,0,0,5,0,0,0,0,35,11,6,4,5,6,0.250,4.63,0,0,1,0,50,2,6,0,0,2 +hunteto02,2008,1,TEX,AL,0,2,3,3,0,0,0,33,23,20,4,3,9,0.404,16.36,0,0,1,0,63,0,20,0,0,0 +hurleer01,2008,1,TEX,AL,1,2,5,5,0,0,0,74,26,15,5,9,13,0.268,5.47,0,1,1,0,107,0,15,0,0,1 +igawake01,2008,1,NYA,AL,0,1,2,1,0,0,0,12,13,6,0,0,0,0.565,13.50,0,0,0,0,24,1,6,0,1,1 +isrinja01,2008,1,SLN,NL,1,5,42,0,0,0,12,128,48,27,5,22,36,0.279,5.70,0,1,5,0,200,27,28,0,1,3 +jacksed01,2008,1,TBA,AL,14,11,32,31,0,0,0,550,199,90,23,77,108,0.281,4.42,1,7,2,1,792,0,91,3,3,27 +jacksza01,2008,1,MIL,NL,0,0,2,0,0,0,0,11,5,2,0,2,1,0.313,4.91,0,1,0,0,18,2,2,0,0,0 +jacksza01,2008,2,CLE,AL,2,3,9,9,0,0,0,164,64,34,7,14,30,0.292,5.60,0,1,3,0,238,0,36,1,1,9 +jamesch03,2008,1,ATL,NL,2,5,7,7,0,0,0,89,36,30,10,20,22,0.310,9.10,2,1,3,1,146,0,30,4,3,2 +jenksbo01,2008,1,CHA,AL,3,1,57,0,0,0,30,185,51,18,3,17,38,0.230,2.63,4,3,1,0,243,52,18,2,1,9 +jennija01,2008,1,TEX,AL,0,5,6,6,0,0,0,82,35,26,8,18,12,0.307,8.56,2,1,1,0,135,0,27,2,0,2 +jepseke01,2008,1,LAA,AL,0,1,9,0,0,0,0,25,8,4,0,4,7,0.250,4.32,0,1,0,0,36,0,5,0,0,1 +jimence01,2008,1,SEA,AL,0,2,31,2,0,0,0,103,32,13,2,13,26,0.258,3.41,0,2,1,0,141,8,13,2,1,3 +jimenke01,2008,1,SLN,NL,0,0,15,0,0,0,0,72,28,15,5,15,11,0.292,5.63,0,3,1,0,114,5,15,1,1,3 +jimenub01,2008,1,COL,NL,12,12,34,34,1,0,0,596,182,88,11,103,172,0.245,3.99,4,16,10,0,868,0,97,7,4,18 +johnsja02,2008,1,LAN,NL,1,2,16,2,0,0,0,88,32,17,5,12,20,0.278,5.22,3,3,2,0,130,5,19,1,0,4 +johnsji04,2008,1,BAL,AL,2,4,54,0,0,0,1,206,54,17,0,28,38,0.219,2.23,3,1,3,1,281,18,18,2,1,14 +johnsjo09,2008,1,FLO,NL,7,1,14,14,1,0,0,262,91,35,7,27,77,0.275,3.61,1,4,1,0,365,0,36,5,1,12 +johnsra05,2008,1,ARI,NL,11,10,30,30,2,0,0,552,184,80,24,44,173,0.260,3.91,6,2,6,1,778,0,92,13,6,8 +jonesto02,2008,1,DET,AL,4,1,45,0,0,0,18,125,50,23,5,18,14,0.298,4.97,3,4,4,0,193,37,30,1,2,6 +juliojo01,2008,1,CLE,AL,0,0,15,0,0,0,0,53,18,11,3,11,15,0.277,5.60,1,3,0,0,78,6,11,0,2,2 +juliojo01,2008,2,ATL,NL,3,0,12,0,0,0,0,37,9,1,0,8,19,0.200,0.73,1,3,1,0,54,5,1,0,0,1 +jurrjja01,2008,1,ATL,NL,13,10,31,31,0,0,0,565,188,77,11,70,139,0.260,3.68,9,3,4,0,813,0,87,12,5,16 +karstje01,2008,1,PIT,NL,2,6,9,9,1,1,0,154,56,23,7,13,23,0.279,4.03,0,1,0,0,220,0,32,2,4,5 +kazmisc01,2008,1,TBA,AL,12,8,27,27,0,0,0,457,123,59,23,70,166,0.220,3.49,2,5,4,0,641,0,61,4,5,6 +kendrky01,2008,1,PHI,NL,11,9,31,30,0,0,0,467,194,95,23,57,68,0.304,5.49,2,4,14,1,722,1,103,8,4,8 +kenneia01,2008,1,NYA,AL,0,4,10,9,0,0,0,119,50,36,5,26,27,0.309,8.17,0,3,1,0,194,1,37,1,4,1 +kensilo01,2008,1,FLO,NL,3,1,48,0,0,0,0,166,50,26,7,33,55,0.234,4.23,5,7,4,0,254,7,26,1,2,3 +kershcl01,2008,1,LAN,NL,5,5,22,21,0,0,0,323,109,51,11,52,100,0.265,4.26,3,7,1,0,470,0,51,3,3,12 +kingra01,2008,1,WAS,NL,0,0,12,0,0,0,0,19,9,4,1,4,1,0.333,5.68,0,0,1,0,33,2,4,1,0,1 +kinnejo01,2008,1,SLN,NL,0,0,7,0,0,0,0,21,3,0,0,1,8,0.125,0.00,0,0,0,0,25,1,0,0,0,0 +knighbr01,2008,1,NYN,NL,1,0,4,2,0,0,0,36,14,7,0,7,10,0.298,5.25,0,0,2,0,57,0,7,0,1,1 +kobayma01,2008,1,CLE,AL,4,5,57,0,0,0,6,167,65,28,8,14,35,0.286,4.53,2,4,1,0,244,31,30,1,1,5 +korecbo01,2008,1,MIN,AL,2,0,16,0,0,0,0,53,19,9,2,8,6,0.288,4.58,0,0,0,0,74,9,9,0,0,5 +kunzed01,2008,1,NYN,NL,0,0,4,0,0,0,0,8,5,4,1,1,1,0.455,13.50,0,2,1,0,14,0,4,1,0,1 +kuoho01,2008,1,LAN,NL,5,3,42,3,0,0,1,240,60,19,4,21,96,0.204,2.14,2,1,3,1,323,10,21,4,1,3 +kurodhi01,2008,1,LAN,NL,9,10,31,31,2,2,0,550,181,76,13,42,116,0.253,3.73,8,5,7,0,776,0,85,7,5,10 +lackejo01,2008,1,LAA,AL,12,5,24,24,3,0,0,490,161,68,26,40,130,0.260,3.75,1,5,10,0,675,0,71,5,1,21 +laffeaa01,2008,1,CLE,AL,5,7,16,16,0,0,0,281,103,44,10,31,43,0.281,4.23,1,5,9,1,409,0,52,2,0,17 +lambech01,2008,1,DET,AL,1,2,8,3,0,0,0,62,31,13,3,7,15,0.337,5.66,1,0,2,0,102,1,18,0,1,1 +lannajo01,2008,1,WAS,NL,9,15,31,31,0,0,0,546,172,79,23,72,117,0.252,3.91,1,6,7,2,779,0,89,13,5,19 +leagubr01,2008,1,TOR,AL,1,2,31,0,0,0,1,99,28,8,2,15,23,0.230,2.18,2,2,3,0,141,8,9,1,0,5 +leblawa01,2008,1,SDN,NL,1,3,5,4,0,0,0,64,29,19,7,15,14,0.330,8.02,2,0,0,0,104,0,19,1,0,2 +ledezwi01,2008,1,SDN,NL,0,2,25,6,0,0,0,163,49,27,4,38,49,0.245,4.47,2,4,3,0,249,6,29,4,4,3 +ledezwi01,2008,2,ARI,NL,0,0,3,0,0,0,0,12,2,0,0,3,4,0.143,0.00,0,0,0,0,17,2,0,0,0,0 +leecl02,2008,1,CLE,AL,22,3,31,31,4,2,0,670,214,63,12,34,170,0.253,2.54,1,4,5,0,891,0,68,2,3,27 +lestejo01,2008,1,BOS,AL,16,6,33,33,2,2,0,631,202,75,14,66,152,0.256,3.21,1,3,10,1,874,0,78,6,3,27 +lewisje01,2008,1,CLE,AL,0,4,51,0,0,0,13,198,68,28,8,27,52,0.266,3.82,3,0,5,0,292,28,29,2,2,4 +lewissc02,2008,1,CLE,AL,4,0,4,4,0,0,0,72,20,7,4,6,15,0.222,2.63,0,1,0,0,97,0,9,1,0,2 +lidgebr01,2008,1,PHI,NL,2,0,72,0,0,0,41,208,50,15,2,35,92,0.198,1.95,4,5,1,0,292,61,17,2,1,3 +liebejo01,2008,1,CHN,NL,2,3,26,1,0,0,0,140,59,21,10,6,27,0.306,4.05,4,0,2,0,204,7,24,2,1,6 +lillyte01,2008,1,CHN,NL,17,9,34,34,0,0,0,614,187,93,32,64,184,0.239,4.09,2,4,7,4,861,0,96,5,3,8 +linceti01,2008,1,SFN,NL,18,5,34,33,2,1,0,681,182,66,11,84,265,0.221,2.62,1,17,6,2,928,0,72,11,3,23 +lincomi01,2008,1,CIN,NL,2,5,64,0,0,0,0,211,66,35,10,24,57,0.250,4.48,1,3,3,0,297,12,37,3,3,6 +lindsma01,2008,1,FLO,NL,3,3,66,0,0,0,5,172,57,20,1,26,43,0.270,3.14,4,4,1,0,245,27,21,6,1,7 +linebsc01,2008,1,CHA,AL,2,2,50,0,0,0,1,139,41,19,8,9,40,0.234,3.69,1,3,0,0,186,13,20,2,0,4 +liriafr01,2008,1,MIN,AL,6,4,14,14,0,0,0,228,74,33,7,32,67,0.254,3.91,1,3,1,0,329,0,40,2,3,6 +litscje01,2008,1,TOR,AL,13,9,29,28,2,2,0,528,178,70,20,39,99,0.261,3.58,2,4,8,0,735,0,79,1,4,11 +littlwe01,2008,1,TEX,AL,0,0,12,0,0,0,0,54,18,12,1,8,14,0.265,6.00,0,0,3,0,80,4,12,0,1,4 +lizra01,2008,1,BAL,AL,6,6,17,17,0,0,0,253,99,63,16,51,57,0.296,6.72,3,6,3,0,393,0,67,1,3,7 +loaizes01,2008,1,LAN,NL,1,2,7,3,0,0,0,72,24,15,3,5,9,0.255,5.63,1,0,1,0,103,2,15,0,3,0 +loaizes01,2008,2,CHA,AL,0,0,3,0,0,0,0,9,3,1,1,0,1,0.231,3.00,0,0,0,0,13,3,2,0,0,0 +loeka01,2008,1,TEX,AL,1,0,14,0,0,0,0,92,36,11,3,8,20,0.288,3.23,1,0,0,0,134,4,18,0,1,2 +loewead01,2008,1,BAL,AL,0,2,7,4,0,0,0,64,25,19,5,18,14,0.305,8.02,0,2,0,0,102,0,19,0,2,1 +loganbo02,2008,1,CHA,AL,2,3,55,0,0,0,0,127,57,28,7,14,42,0.317,5.95,3,1,1,0,197,12,31,2,0,2 +lohseky01,2008,1,SLN,NL,15,6,33,33,0,0,0,600,211,84,18,49,119,0.272,3.78,3,5,3,0,839,0,88,6,4,17 +loopebr01,2008,1,SLN,NL,12,14,33,33,1,1,0,597,216,92,25,45,108,0.279,4.16,1,3,11,1,842,0,101,7,5,23 +lopezaq01,2008,1,DET,AL,4,1,48,0,0,0,0,236,86,31,9,22,61,0.277,3.55,4,6,2,1,344,18,33,0,10,5 +lopezja02,2008,1,BOS,AL,2,0,70,0,0,0,0,178,53,16,4,27,38,0.245,2.43,0,1,2,0,247,10,18,1,1,11 +louxsh01,2008,1,LAA,AL,0,0,7,0,0,0,0,48,16,5,1,2,4,0.262,2.81,0,0,2,0,66,5,6,1,0,3 +lowede01,2008,1,LAN,NL,14,11,34,34,1,0,0,633,194,76,14,45,147,0.246,3.24,7,2,1,0,851,0,84,8,7,19 +lowema01,2008,1,SEA,AL,1,5,57,0,0,0,1,191,78,38,6,34,55,0.301,5.37,0,2,4,0,303,19,44,3,3,8 +lowerde01,2008,1,KCA,AL,0,0,5,0,0,0,0,13,6,5,2,2,6,0.316,10.38,0,0,0,0,21,2,5,0,0,0 +lyonbr01,2008,1,ARI,NL,3,5,61,0,0,0,26,178,75,31,7,13,44,0.301,4.70,1,1,0,0,265,50,34,2,1,3 +macdomi01,2008,1,CHA,AL,0,0,16,0,0,0,0,51,16,4,0,12,12,0.250,2.12,2,4,2,1,78,8,4,0,0,3 +maddugr01,2008,1,SDN,NL,6,9,26,26,0,0,0,460,161,68,16,26,80,0.271,3.99,4,2,5,2,638,0,80,6,6,13 +maddugr01,2008,2,LAN,NL,2,4,7,7,0,0,0,122,43,23,5,4,18,0.276,5.09,1,0,1,0,166,0,25,3,2,3 +madriwa01,2008,1,TEX,AL,0,2,31,1,0,0,1,108,36,19,4,14,22,0.263,4.75,0,2,0,0,154,10,22,1,2,3 +madsory01,2008,1,PHI,NL,4,2,76,0,0,0,1,248,79,28,6,23,67,0.254,3.05,4,2,1,1,340,14,29,3,2,7 +mahayro01,2008,1,KCA,AL,5,0,57,0,0,0,0,194,61,25,6,29,49,0.252,3.48,0,1,1,0,278,3,27,0,6,6 +maholpa01,2008,1,PIT,NL,9,9,31,31,1,0,0,619,201,85,21,63,139,0.263,3.71,2,2,9,1,853,0,89,8,8,27 +mainejo01,2008,1,NYN,NL,10,8,25,25,0,0,0,420,122,65,16,67,122,0.234,4.18,2,10,4,0,608,0,70,10,5,5 +majewga01,2008,1,CIN,NL,1,0,37,0,0,0,0,120,61,29,6,15,27,0.363,6.53,0,1,3,0,192,8,31,2,4,6 +mannich01,2008,1,WAS,NL,1,3,57,0,0,0,0,126,35,24,8,31,37,0.224,5.14,2,2,0,0,189,7,25,2,0,3 +marcush01,2008,1,TOR,AL,9,7,25,25,0,0,0,454,126,57,21,50,123,0.222,3.39,2,3,8,0,630,0,60,1,3,8 +marmoca01,2008,1,CHN,NL,2,4,82,0,0,0,7,262,40,26,10,41,114,0.135,2.68,3,6,6,1,348,22,30,2,3,2 +marquja01,2008,1,CHN,NL,11,9,29,28,0,0,0,501,172,84,15,70,91,0.267,4.53,6,8,8,1,738,0,87,10,7,20 +marshse01,2008,1,CHN,NL,3,5,34,7,0,0,1,196,60,28,9,23,58,0.245,3.86,4,3,4,0,279,6,28,4,3,1 +marteda01,2008,1,PIT,NL,4,0,47,0,0,0,5,140,38,18,4,16,47,0.217,3.47,1,1,1,0,192,8,18,0,0,2 +marteda01,2008,2,NYA,AL,1,3,25,0,0,0,0,55,14,11,1,10,24,0.206,5.40,1,0,1,0,80,2,11,1,0,0 +martipe02,2008,1,NYN,NL,5,6,20,20,0,0,0,327,127,68,19,44,87,0.294,5.61,3,2,6,1,493,0,70,7,4,7 +martish01,2008,1,WAS,NL,1,3,5,4,0,0,0,62,18,13,5,12,23,0.228,5.66,0,1,0,0,92,0,14,0,1,1 +masseni01,2008,1,CHA,AL,1,0,32,1,0,0,1,134,55,23,4,21,32,0.313,4.63,4,2,2,1,203,11,26,3,1,9 +masseni01,2008,2,CIN,NL,1,0,10,0,0,0,0,52,16,4,3,5,11,0.254,2.08,0,1,0,0,68,1,6,0,0,4 +masteju01,2008,1,BOS,AL,6,5,36,9,0,0,0,265,68,31,10,40,68,0.216,3.16,3,1,8,0,365,6,31,1,1,16 +mastnto01,2008,1,CLE,AL,2,2,14,1,0,0,0,60,28,24,6,11,19,0.318,10.80,2,0,0,0,100,4,24,0,1,0 +mathido01,2008,1,TEX,AL,2,1,8,4,0,0,0,67,37,17,3,14,9,0.381,6.85,2,1,0,0,112,3,20,1,0,5 +matosos01,2008,1,SFN,NL,1,2,20,0,0,0,0,62,26,11,3,9,16,0.310,4.79,1,0,1,0,98,5,17,1,3,0 +matsuda01,2008,1,BOS,AL,18,3,29,29,0,0,0,503,128,54,12,94,154,0.211,2.90,1,5,7,0,716,0,58,3,4,13 +mccarbr01,2008,1,TEX,AL,1,1,5,5,0,0,0,66,20,10,3,8,10,0.244,4.09,0,0,1,0,93,0,11,0,2,2 +mccleky01,2008,1,SLN,NL,2,7,68,0,0,0,1,227,79,34,7,26,59,0.269,4.04,2,6,4,0,327,7,37,2,1,8 +mccluse01,2008,1,MIL,NL,6,6,37,12,0,0,0,316,93,47,10,55,87,0.243,4.02,3,5,7,0,456,10,47,5,6,9 +mccrobo01,2008,1,BAL,AL,0,0,8,0,0,0,0,19,10,11,0,8,5,0.370,15.63,0,1,0,0,37,2,12,1,1,0 +mcdonja03,2008,1,LAN,NL,0,0,4,0,0,0,0,18,5,0,0,1,2,0.227,0.00,0,0,0,0,24,1,0,1,0,0 +mcgowdu01,2008,1,TOR,AL,6,7,19,19,1,0,0,334,115,54,9,38,85,0.273,4.37,1,5,5,0,474,0,60,2,8,9 +mechegi01,2008,1,KCA,AL,14,11,34,34,0,0,0,631,204,93,19,73,183,0.255,3.98,2,5,0,0,886,0,98,4,10,18 +meddebr01,2008,1,ARI,NL,1,0,18,0,0,0,0,59,17,10,2,11,8,0.236,4.58,2,1,2,0,88,3,11,1,2,1 +meekev01,2008,1,PIT,NL,0,1,9,0,0,0,0,39,11,10,3,12,7,0.239,6.92,2,3,1,0,61,7,11,1,1,3 +meloajo01,2008,1,CLE,AL,0,0,2,0,0,0,0,6,0,0,0,1,2,0.000,0.00,0,0,0,0,6,1,0,0,0,1 +mendolu01,2008,1,TEX,AL,3,8,25,11,0,0,1,190,97,61,7,25,35,0.343,8.67,4,5,6,0,316,6,74,0,2,4 +merckke01,2008,1,CIN,NL,1,0,15,0,0,0,0,41,13,5,1,8,6,0.265,3.29,1,1,0,0,58,5,5,1,0,4 +meredcl01,2008,1,SDN,NL,0,3,73,0,0,0,0,211,79,32,6,24,49,0.290,4.09,3,2,1,0,302,19,34,2,3,12 +messera01,2008,1,SEA,AL,0,0,13,0,0,0,1,38,16,5,1,5,7,0.314,3.55,1,0,1,0,57,3,5,0,0,1 +meyerda02,2008,1,OAK,AL,0,4,11,4,0,0,0,83,35,23,6,14,20,0.304,7.48,0,0,1,0,132,5,28,0,2,1 +mickoka01,2008,1,BAL,AL,0,1,9,0,0,0,0,23,8,5,0,4,8,0.267,5.87,0,2,0,0,36,5,5,1,1,0 +mijarjo01,2008,1,MIN,AL,0,1,10,0,0,0,0,31,3,1,0,0,5,0.088,0.87,0,1,0,0,34,3,1,0,0,0 +milesaa01,2008,1,SLN,NL,0,0,1,0,0,0,0,3,0,0,0,0,0,0.000,0.00,0,0,0,0,3,1,0,0,0,0 +millean01,2008,1,FLO,NL,6,10,29,20,0,0,0,322,120,70,7,56,89,0.289,5.87,4,4,4,0,492,1,78,10,7,9 +milleji02,2008,1,BAL,AL,0,2,8,0,0,0,1,23,9,1,0,5,8,0.290,1.17,2,1,1,0,39,5,3,1,1,0 +milleju01,2008,1,FLO,NL,4,2,46,0,0,0,0,140,46,22,4,20,43,0.258,4.24,3,1,3,1,202,8,26,0,1,3 +milletr02,2008,1,TBA,AL,2,0,68,0,0,0,2,130,39,20,2,20,44,0.242,4.15,1,1,4,0,187,16,21,1,1,5 +millwke01,2008,1,TEX,AL,9,10,29,29,3,0,0,506,220,95,18,49,125,0.312,5.07,3,2,6,1,767,0,104,5,2,10 +minerza01,2008,1,DET,AL,8,5,45,13,0,0,0,354,118,56,10,46,62,0.262,4.27,3,4,6,0,509,3,60,4,3,10 +mischpa01,2008,1,SFN,NL,0,3,15,7,0,0,0,157,56,33,11,15,38,0.273,5.68,2,1,3,1,230,6,34,3,4,2 +mockga01,2008,1,WAS,NL,1,3,26,3,0,0,0,123,37,19,4,23,46,0.239,4.17,3,3,0,1,180,5,20,1,1,4 +moehlbr01,2008,1,HOU,NL,11,8,31,26,0,0,0,450,166,76,20,36,82,0.279,4.56,1,3,4,0,650,0,79,7,8,7 +moralfr01,2008,1,COL,NL,1,2,5,5,0,0,0,76,28,18,2,17,9,0.286,6.39,2,1,1,3,120,0,18,2,2,2 +morilju01,2008,1,COL,NL,0,0,1,0,0,0,0,3,1,0,0,0,0,0.250,0.00,0,0,0,0,4,1,0,0,0,0 +morrima01,2008,1,PIT,NL,0,4,5,5,0,0,0,67,41,24,6,7,9,0.390,9.67,1,2,2,0,118,0,31,2,2,2 +morrobr01,2008,1,SEA,AL,3,4,45,5,0,0,10,194,40,24,10,34,75,0.174,3.34,1,5,0,0,265,24,26,1,0,2 +mortoch02,2008,1,ATL,NL,4,8,16,15,0,0,0,224,80,51,9,41,48,0.273,6.15,2,2,2,0,345,0,56,5,4,2 +moseldu01,2008,1,LAA,AL,2,4,12,10,0,0,0,151,70,38,6,20,37,0.332,6.79,0,3,2,1,237,1,38,1,3,3 +motagu01,2008,1,MIL,NL,5,6,58,0,0,0,1,171,52,26,7,28,50,0.245,4.11,0,4,0,1,244,18,28,1,3,6 +motteja01,2008,1,SLN,NL,0,0,12,0,0,0,1,33,5,1,0,3,16,0.139,0.82,0,0,0,0,40,4,2,1,0,1 +moyerja01,2008,1,PHI,NL,16,7,33,33,0,0,0,589,199,81,20,62,123,0.262,3.71,4,3,11,0,841,0,85,7,2,17 +moylape01,2008,1,ATL,NL,0,1,7,0,0,0,1,17,5,1,1,1,5,0.217,1.59,0,0,1,0,25,2,1,0,0,0 +mujiced01,2008,1,CLE,AL,3,2,33,0,0,0,0,116,46,29,5,10,27,0.301,6.75,3,1,1,0,168,13,29,0,4,4 +muldema01,2008,1,SLN,NL,0,0,3,1,0,0,0,5,4,2,0,2,2,0.500,10.80,0,1,1,0,12,1,2,0,1,0 +munizca01,2008,1,NYN,NL,1,1,18,0,0,0,0,70,24,14,4,7,16,0.267,5.40,0,2,2,0,100,8,14,0,1,1 +murraaj01,2008,1,TEX,AL,1,0,2,2,0,0,0,23,12,3,0,3,5,0.343,3.52,0,0,0,0,38,0,4,0,0,1 +mussene01,2008,1,KCA,AL,0,0,1,0,0,0,0,3,0,0,0,1,0,0.000,0.00,0,0,0,0,3,1,0,0,0,1 +mussimi01,2008,1,NYA,AL,20,9,34,34,0,0,0,601,214,75,17,31,150,0.278,3.37,3,4,8,0,819,0,85,4,7,24 +myersbr01,2008,1,PHI,NL,10,13,30,30,2,1,0,570,197,96,29,65,163,0.267,4.55,6,2,6,0,817,0,103,4,3,18 +nathajo01,2008,1,MIN,AL,1,2,68,0,0,0,39,203,43,10,5,18,74,0.179,1.33,4,2,2,0,261,57,13,1,0,7 +nelsojo01,2008,1,FLO,NL,3,1,59,0,0,0,1,162,42,12,5,22,60,0.207,2.00,4,3,2,0,230,20,16,2,0,4 +neshepa01,2008,1,MIN,AL,0,1,15,0,0,0,0,40,12,7,2,4,15,0.240,4.73,1,0,0,0,56,3,7,1,1,0 +newmajo01,2008,1,COL,NL,0,0,8,0,0,0,0,26,15,9,3,6,6,0.366,9.35,1,0,2,1,49,3,9,0,0,1 +newmajo01,2008,2,KCA,AL,0,0,4,0,0,0,0,21,10,6,1,6,2,0.357,7.71,0,0,0,0,35,3,9,0,1,1 +niemaje01,2008,1,TBA,AL,2,2,5,2,0,0,0,48,18,9,3,8,14,0.277,5.06,0,0,1,0,76,2,12,2,0,1 +niesejo01,2008,1,NYN,NL,1,1,3,3,0,0,0,42,20,11,2,8,11,0.333,7.07,0,0,0,0,69,0,11,1,0,1 +nievefe01,2008,1,HOU,NL,0,1,11,0,0,0,0,32,17,10,2,2,12,0.362,8.44,0,0,0,0,49,1,10,0,0,1 +nippedu01,2008,1,TEX,AL,3,5,20,6,0,0,0,215,92,51,10,37,55,0.308,6.40,3,1,1,1,341,6,52,3,1,3 +nolasri01,2008,1,FLO,NL,15,8,34,32,1,1,0,637,192,83,28,42,186,0.239,3.52,6,1,6,3,868,0,88,6,9,11 +nomohi01,2008,1,KCA,AL,0,0,3,0,0,0,0,13,10,9,3,4,3,0.455,18.69,0,1,0,0,27,2,9,0,1,0 +nunezle01,2008,1,KCA,AL,4,1,45,0,0,0,0,145,45,16,2,15,26,0.249,2.98,2,3,4,0,205,12,19,3,2,5 +nunezvl01,2008,1,ATL,NL,1,2,23,0,0,0,0,98,32,14,0,19,24,0.260,3.86,5,2,1,0,146,7,14,0,3,3 +oconnmi01,2008,1,WAS,NL,1,1,5,1,0,0,0,27,11,13,3,11,4,0.324,13.00,0,2,0,0,48,0,13,2,1,1 +odayda01,2008,1,LAA,AL,0,1,30,0,0,0,0,130,49,22,2,14,29,0.283,4.57,6,1,4,0,194,17,24,2,1,4 +oflaher01,2008,1,SEA,AL,0,1,7,0,0,0,0,20,16,15,2,4,4,0.457,20.25,2,0,2,0,42,1,15,0,1,0 +ohlenro01,2008,1,NYA,AL,1,1,25,0,0,0,0,120,50,29,7,19,36,0.299,6.53,3,6,1,0,187,3,31,0,0,5 +ohlenro01,2008,2,PIT,NL,0,3,5,5,0,0,0,68,36,16,3,12,13,0.364,6.35,0,4,0,1,113,0,18,1,1,2 +ohmanwi01,2008,1,ATL,NL,4,1,83,0,0,0,1,176,51,24,3,22,53,0.230,3.68,4,2,1,0,248,16,27,3,0,3 +okajihi01,2008,1,BOS,AL,3,2,64,0,0,0,1,186,49,18,6,23,60,0.212,2.61,1,2,1,0,258,11,18,0,3,1 +oliveda02,2008,1,LAA,AL,7,1,54,0,0,0,0,216,67,23,5,16,48,0.254,2.88,2,3,4,0,291,9,24,4,3,8 +olsensc01,2008,1,FLO,NL,8,11,33,33,0,0,0,605,195,94,30,69,113,0.253,4.20,13,5,3,0,855,0,106,7,4,14 +olsonga01,2008,1,BAL,AL,9,10,26,26,0,0,0,398,168,98,17,62,83,0.309,6.65,1,6,8,0,621,0,100,4,4,11 +osorifr01,2008,1,PIT,NL,4,3,43,0,0,0,0,182,87,41,10,12,31,0.336,6.08,0,0,4,0,276,10,43,1,0,11 +oswalro01,2008,1,HOU,NL,17,10,32,32,3,2,0,626,199,82,23,47,165,0.253,3.54,2,1,10,0,862,0,89,8,9,16 +outmajo01,2008,1,OAK,AL,1,2,6,4,0,0,0,77,34,13,1,8,19,0.327,4.56,1,1,2,0,116,0,14,0,2,3 +owingmi01,2008,1,ARI,NL,6,9,22,18,0,0,0,314,104,69,14,41,87,0.256,5.93,0,4,12,0,466,2,73,2,4,3 +padilvi01,2008,1,TEX,AL,14,8,29,29,1,1,0,513,185,90,26,65,127,0.275,4.74,4,12,15,3,757,0,100,1,3,21 +palmema01,2008,1,SFN,NL,0,2,3,3,0,0,0,38,17,12,1,13,3,0.333,8.53,1,0,2,0,67,0,13,1,0,2 +papeljo01,2008,1,BOS,AL,5,4,67,0,0,0,41,208,58,18,4,8,77,0.223,2.34,0,2,0,0,273,62,24,4,1,3 +parismi01,2008,1,SLN,NL,0,4,12,2,0,0,0,69,37,21,2,15,13,0.363,8.22,2,3,0,0,121,6,24,3,1,0 +parkch01,2008,1,LAN,NL,4,4,54,5,0,0,2,286,97,36,12,36,79,0.264,3.40,7,2,4,1,412,11,43,4,0,11 +parnebo01,2008,1,NYN,NL,0,0,6,0,0,0,0,15,3,3,0,2,3,0.176,5.40,0,1,0,0,19,3,3,0,0,1 +paronch01,2008,1,HOU,NL,0,1,6,0,0,0,0,31,11,5,2,2,4,0.289,4.35,0,0,0,0,41,3,5,1,0,3 +parrama01,2008,1,MIL,NL,10,8,32,29,0,0,0,498,181,81,18,75,147,0.278,4.39,1,17,2,2,741,0,91,10,2,18 +parrijo01,2008,1,TOR,AL,1,1,13,6,0,0,0,127,47,19,5,15,21,0.288,4.04,0,4,0,0,179,1,19,0,1,6 +parrja01,2008,1,ATL,NL,1,0,5,5,0,0,0,67,29,12,4,9,14,0.315,4.84,0,1,0,0,102,0,13,1,0,2 +pattesc01,2008,1,NYA,AL,0,0,1,0,0,0,0,4,1,1,0,2,2,0.200,6.75,0,0,0,0,7,0,1,0,0,0 +pattesc01,2008,2,SDN,NL,0,0,3,0,0,0,0,10,1,0,0,4,5,0.091,0.00,1,1,0,0,15,2,0,0,0,0 +pauleda01,2008,1,BOS,AL,0,1,6,2,0,0,0,37,23,16,2,5,11,0.383,11.68,0,0,1,0,67,3,17,0,1,0 +pavanca01,2008,1,NYA,AL,4,2,7,7,0,0,0,103,41,22,5,10,15,0.306,5.77,0,0,4,1,154,0,23,3,3,2 +peavyja01,2008,1,SDN,NL,10,11,27,27,1,0,0,521,146,55,17,59,166,0.229,2.85,1,6,5,0,709,0,57,7,1,12 +pegueja01,2008,1,ARI,NL,0,0,7,0,0,0,0,28,9,5,0,4,5,0.281,4.82,0,0,1,0,38,0,6,1,0,3 +pelfrmi01,2008,1,NYN,NL,13,11,32,32,2,0,0,602,209,83,12,64,110,0.276,3.72,1,2,13,0,851,0,86,11,5,29 +penato02,2008,1,KCA,AL,0,0,1,0,0,0,0,3,0,0,0,0,1,0.000,0.00,0,0,0,0,3,1,0,0,0,0 +penato03,2008,1,ARI,NL,3,2,72,0,0,0,3,218,80,35,5,17,52,0.281,4.33,5,4,3,0,313,20,38,4,4,6 +pennybr01,2008,1,LAN,NL,6,9,19,17,0,0,0,284,112,66,13,42,51,0.304,6.27,0,1,3,1,426,1,68,10,2,12 +peraljo01,2008,1,KCA,AL,1,2,40,0,0,0,0,158,56,35,15,14,38,0.275,5.98,0,1,2,0,224,12,37,1,3,5 +percitr01,2008,1,TBA,AL,2,1,50,0,0,0,28,137,29,23,9,27,38,0.178,4.53,0,2,1,0,194,38,26,1,2,0 +perezch01,2008,1,SLN,NL,3,3,41,0,0,0,7,125,34,16,5,22,42,0.227,3.46,0,2,1,0,177,23,18,1,3,7 +perezod01,2008,1,WAS,NL,7,12,30,30,0,0,0,479,182,77,22,55,119,0.287,4.34,4,5,8,2,711,0,87,12,1,12 +perezol01,2008,1,NYN,NL,10,7,34,34,0,0,0,582,167,91,24,105,180,0.234,4.22,4,9,11,1,847,0,100,9,7,15 +perezra01,2008,1,CLE,AL,4,4,73,0,0,0,2,229,67,30,8,23,86,0.234,3.54,3,3,2,0,313,14,32,2,0,10 +perkigl01,2008,1,MIN,AL,12,4,26,26,0,0,0,453,183,74,25,39,74,0.301,4.41,0,2,3,1,661,0,81,7,4,12 +petityu01,2008,1,ARI,NL,3,5,19,8,0,0,0,169,45,27,12,14,42,0.216,4.31,2,3,1,1,229,6,29,4,2,1 +pettian01,2008,1,NYA,AL,14,14,33,33,0,0,0,612,233,103,19,55,158,0.290,4.54,4,6,7,1,881,0,112,8,7,15 +pettyad01,2008,1,CIN,NL,0,1,3,1,0,0,0,12,11,9,2,2,1,0.478,20.25,1,0,1,0,26,1,9,0,0,0 +pignaca01,2008,1,CHN,NL,0,0,2,0,0,0,0,2,2,1,0,2,0,0.500,13.50,0,1,1,0,7,0,1,0,0,0 +pineijo01,2008,1,SLN,NL,7,7,26,25,0,0,1,446,180,85,22,35,81,0.301,5.15,0,1,2,0,645,1,89,7,3,14 +pintore01,2008,1,FLO,NL,2,5,67,0,0,0,0,194,52,32,9,39,56,0.226,4.45,2,8,4,0,284,11,33,6,5,7 +ponsosi01,2008,1,TEX,AL,4,1,9,9,1,0,0,167,71,24,3,16,25,0.307,3.88,0,2,2,0,252,0,36,0,3,7 +ponsosi01,2008,2,NYA,AL,4,4,16,15,0,0,0,240,99,52,11,32,33,0.313,5.85,2,2,5,0,360,1,53,2,5,10 +priceda01,2008,1,TBA,AL,0,0,5,1,0,0,0,42,9,3,1,4,12,0.176,1.93,0,0,1,0,57,0,4,0,1,1 +proctsc01,2008,1,LAN,NL,2,0,41,0,0,0,0,116,41,26,7,24,46,0.261,6.05,1,6,0,0,184,11,30,1,2,0 +purceda01,2008,1,TOR,AL,3,6,12,12,1,0,0,195,67,40,9,29,58,0.267,5.54,0,3,4,0,289,0,41,2,3,4 +putzjj01,2008,1,SEA,AL,6,5,47,0,0,0,15,139,46,20,4,28,56,0.256,3.88,2,2,2,0,211,35,20,0,1,3 +quallch01,2008,1,ARI,NL,4,8,77,0,0,0,9,221,61,23,4,18,71,0.224,2.81,2,6,3,0,300,21,29,4,3,13 +ramired01,2008,1,NYA,AL,5,1,55,0,0,0,1,166,44,24,7,24,63,0.215,3.90,2,3,3,0,233,16,25,0,1,1 +ramirel01,2008,1,TEX,AL,0,1,1,0,0,0,0,8,8,9,1,2,1,0.500,30.38,0,1,1,0,19,0,9,0,0,0 +ramirho01,2008,1,KCA,AL,1,1,15,0,0,0,0,73,21,7,1,1,11,0.228,2.59,0,1,2,0,96,4,9,0,1,1 +ramirho01,2008,2,CHA,AL,0,3,17,0,0,0,0,39,24,11,0,8,2,0.393,7.62,1,1,0,0,72,3,11,3,0,0 +ramirra02,2008,1,KCA,AL,3,2,71,0,0,0,1,215,57,21,2,31,70,0.222,2.64,6,6,0,1,295,15,23,4,3,7 +ramirra03,2008,1,CIN,NL,1,1,5,4,0,0,0,81,17,8,3,11,21,0.183,2.67,0,0,1,1,105,0,8,0,0,3 +rapadcl01,2008,1,DET,AL,3,0,25,0,0,0,0,64,19,10,0,14,15,0.244,4.22,1,1,1,0,94,3,11,1,0,2 +rasneda01,2008,1,NYA,AL,5,10,24,20,0,0,0,340,135,68,14,39,67,0.293,5.40,1,4,5,0,513,1,74,5,3,11 +rauchjo01,2008,1,WAS,NL,4,2,48,0,0,0,17,145,42,16,5,7,44,0.232,2.98,1,0,0,0,192,41,18,3,1,1 +rauchjo01,2008,2,ARI,NL,0,6,26,0,0,0,1,70,27,17,6,9,22,0.303,6.56,1,1,0,0,103,10,18,3,2,2 +redditi01,2008,1,WAS,NL,10,11,33,33,1,0,0,546,195,100,27,65,120,0.275,4.95,5,10,7,0,791,0,110,5,5,15 +redmama01,2008,1,COL,NL,2,5,10,9,0,0,0,136,61,38,7,16,20,0.324,7.54,2,1,1,0,211,1,40,5,1,6 +regisst01,2008,1,COL,NL,0,0,10,0,0,0,0,30,13,10,4,6,8,0.310,9.00,1,0,0,0,49,5,10,0,1,0 +reinech01,2008,1,SDN,NL,2,1,4,3,0,0,0,54,14,10,1,12,13,0.219,5.00,1,0,0,0,78,1,10,1,1,1 +resopch01,2008,1,ATL,NL,0,1,16,0,0,0,0,55,16,12,2,10,13,0.239,5.89,2,0,2,0,82,9,12,2,1,1 +reyesal01,2008,1,TBA,AL,2,2,26,0,0,0,0,68,21,11,2,10,19,0.253,4.37,2,1,1,0,96,6,12,0,2,2 +reyesan01,2008,1,SLN,NL,2,1,10,0,0,0,1,44,16,8,2,3,10,0.276,4.91,0,0,0,0,61,6,8,0,0,1 +reyesan01,2008,2,CLE,AL,2,1,6,6,0,0,0,103,31,7,2,12,15,0.242,1.83,0,0,1,0,142,0,7,1,0,4 +reyesde01,2008,1,MIN,AL,3,0,75,0,0,0,0,139,40,12,4,15,39,0.235,2.33,2,5,2,0,188,16,12,1,0,8 +reyesjo03,2008,1,ATL,NL,3,11,23,22,0,0,0,339,134,73,18,52,78,0.301,5.81,4,2,3,0,512,0,77,9,3,15 +reynogr01,2008,1,COL,NL,2,8,14,13,0,0,0,186,83,56,14,26,22,0.322,8.13,3,2,4,0,294,0,58,4,2,5 +rhodear01,2008,1,SEA,AL,2,1,36,0,0,0,1,66,17,7,0,13,26,0.227,2.86,2,1,0,0,92,4,8,3,1,2 +rhodear01,2008,2,FLO,NL,2,0,25,0,0,0,1,40,11,1,0,3,14,0.220,0.68,2,0,0,0,54,2,1,1,0,1 +richacl01,2008,1,CHA,AL,2,5,13,8,0,0,0,143,61,32,5,13,29,0.303,6.04,2,1,0,1,215,3,37,0,1,4 +richmsc01,2008,1,TOR,AL,1,3,5,5,1,1,0,81,32,12,2,2,20,0.296,4.00,0,0,2,0,113,0,12,0,1,3 +ridgwje01,2008,1,ATL,NL,1,0,10,0,0,0,0,29,7,4,3,1,8,0.194,3.72,0,0,1,0,38,2,4,0,0,0 +rincoju01,2008,1,MIN,AL,2,2,24,0,0,0,0,84,33,19,5,16,20,0.292,6.11,2,3,2,0,133,6,21,2,0,2 +rincoju01,2008,2,CLE,AL,1,1,23,0,0,0,0,82,34,17,3,8,19,0.304,5.60,0,2,1,0,121,9,18,0,0,4 +rincori01,2008,1,NYN,NL,0,0,8,0,0,0,0,12,4,2,1,1,3,0.267,4.50,0,1,0,0,16,1,2,0,0,0 +ringro01,2008,1,ATL,NL,2,1,42,0,0,0,0,67,32,21,2,10,16,0.333,8.46,3,0,2,1,113,8,25,3,2,3 +riskeda01,2008,1,MIL,NL,1,2,45,0,0,0,2,127,47,25,6,25,27,0.287,5.31,0,1,0,0,193,6,25,0,4,3 +riverma01,2008,1,NYA,AL,6,5,64,0,0,0,39,212,41,11,4,6,77,0.165,1.40,0,1,2,0,259,60,11,1,1,2 +riversa01,2008,1,WAS,NL,5,6,76,0,0,0,0,252,90,37,3,35,65,0.277,3.96,2,4,2,1,371,14,41,3,6,9 +roberco01,2008,1,ARI,NL,0,1,6,0,0,0,0,21,8,4,1,2,2,0.286,5.14,1,0,1,0,32,3,4,1,0,0 +roberda08,2008,1,NYA,AL,4,0,25,0,0,0,0,91,29,18,3,15,36,0.257,5.34,2,6,0,0,131,8,18,0,3,1 +roberna01,2008,1,DET,AL,7,11,32,28,0,0,0,506,218,119,26,62,108,0.315,6.35,7,5,2,0,761,1,124,4,0,23 +rodnefe01,2008,1,DET,AL,0,6,38,0,0,0,13,121,34,22,3,30,49,0.224,4.91,5,3,3,0,188,25,22,1,2,1 +rodrifr03,2008,1,LAA,AL,2,3,76,0,0,0,62,205,54,17,4,34,77,0.216,2.24,4,6,2,0,288,69,21,1,1,5 +rodriwa01,2008,1,HOU,NL,9,7,25,25,0,0,0,412,136,54,14,44,131,0.256,3.54,3,2,5,3,587,0,65,2,5,11 +roenijo01,2008,1,CIN,NL,0,0,5,0,0,0,0,9,6,3,0,2,6,0.400,9.00,0,0,1,0,18,0,3,0,0,0 +rogerke01,2008,1,DET,AL,9,13,30,30,0,0,0,521,212,110,22,71,82,0.309,5.70,3,4,9,1,782,0,118,7,10,25 +romerjc01,2008,1,PHI,NL,4,4,81,0,0,0,1,177,41,18,5,38,52,0.197,2.75,5,2,5,1,255,14,18,4,0,3 +romose01,2008,1,SFN,NL,3,1,29,0,0,0,0,102,16,8,3,8,33,0.138,2.12,1,0,3,0,130,8,13,2,1,0 +rosaca01,2008,1,KCA,AL,0,0,2,0,0,0,0,10,3,1,0,0,3,0.250,2.70,0,0,0,0,12,1,1,0,0,0 +rosalle01,2008,1,ARI,NL,1,1,27,0,0,0,0,90,32,14,2,15,18,0.271,4.20,3,2,1,0,136,6,15,1,1,2 +rowlary01,2008,1,SEA,AL,5,3,47,12,0,0,2,355,114,45,13,48,77,0.253,3.42,0,2,2,1,506,9,49,2,3,11 +rundlri01,2008,1,CLE,AL,0,0,8,0,0,0,0,15,5,1,0,3,6,0.263,1.80,0,0,0,0,22,0,1,0,0,1 +rupejo01,2008,1,TEX,AL,3,1,46,0,0,0,0,268,93,51,8,46,53,0.284,5.14,3,3,10,0,392,10,52,2,7,20 +ruschgl01,2008,1,SDN,NL,1,2,12,0,0,0,0,59,22,14,2,11,12,0.278,6.41,4,1,0,0,92,6,15,1,1,1 +ruschgl01,2008,2,COL,NL,4,3,23,9,0,0,0,192,72,34,8,14,43,0.285,4.78,3,1,0,0,275,3,35,4,4,2 +russead01,2008,1,CHA,AL,4,0,22,0,0,0,0,78,30,15,1,10,22,0.291,5.19,1,3,2,0,118,16,15,2,1,2 +ryanbj01,2008,1,TOR,AL,2,4,60,0,0,0,32,174,46,19,4,28,58,0.216,2.95,3,2,4,1,249,48,21,2,1,5 +ryuja01,2008,1,TBA,AL,0,0,1,0,0,0,0,4,0,0,0,1,1,0.000,0.00,0,0,0,0,5,1,0,0,0,0 +saarlki01,2008,1,OAK,AL,1,0,8,1,0,0,0,79,37,16,2,4,12,0.330,5.47,1,0,0,0,118,1,17,1,1,3 +sabatcc01,2008,1,CLE,AL,6,8,18,18,3,2,0,367,117,52,13,34,123,0.252,3.83,1,1,3,2,507,0,54,3,3,8 +sabatcc01,2008,2,MIL,NL,11,2,17,17,7,3,0,392,106,24,6,25,128,0.222,1.65,0,1,4,0,516,0,31,6,3,12 +sadlebi01,2008,1,SFN,NL,0,1,33,0,0,0,0,133,34,20,6,27,42,0.215,4.06,4,8,8,0,197,8,21,2,2,3 +saitota01,2008,1,LAN,NL,4,4,45,0,0,0,18,141,40,13,1,16,60,0.226,2.49,3,1,2,0,197,35,14,0,2,2 +salasju01,2008,1,TBA,AL,0,0,5,0,0,0,0,19,5,5,0,4,8,0.217,7.11,0,1,0,0,27,2,5,0,0,0 +salasma02,2008,1,PIT,NL,1,0,13,0,0,0,0,51,25,16,4,14,9,0.357,8.47,3,4,2,0,88,4,16,1,1,3 +samarje01,2008,1,CHN,NL,1,0,26,0,0,0,1,83,24,7,0,15,25,0.226,2.28,2,2,1,0,124,6,12,1,1,0 +sampsch01,2008,1,HOU,NL,6,4,54,11,0,0,0,352,118,55,8,23,61,0.266,4.22,5,0,3,0,478,6,60,3,5,17 +sanchan01,2008,1,FLO,NL,2,5,10,10,0,0,0,155,54,32,7,27,50,0.267,5.57,2,1,6,0,241,0,35,4,2,1 +sanchbr01,2008,1,WAS,NL,2,0,12,0,0,0,0,33,16,9,2,5,10,0.340,7.36,0,0,1,0,54,2,10,0,1,2 +sanchdu01,2008,1,NYN,NL,5,1,66,0,0,0,0,175,54,28,6,23,44,0.238,4.32,3,2,3,0,254,14,28,0,1,3 +sanchhu01,2008,1,NYA,AL,0,0,2,0,0,0,0,6,1,1,0,2,1,0.167,4.50,0,0,0,0,8,0,1,0,0,1 +sanchjo01,2008,1,SFN,NL,9,12,29,29,0,0,0,474,154,88,14,75,157,0.257,5.01,1,7,7,0,695,0,90,9,5,13 +sanchro01,2008,1,PIT,NL,0,0,10,0,0,0,1,40,14,6,0,6,3,0.292,4.05,0,4,1,0,57,5,6,0,2,4 +santaer01,2008,1,LAA,AL,16,7,32,32,2,1,0,657,198,85,23,47,214,0.237,3.49,2,5,8,1,897,0,89,3,5,10 +santajo01,2008,1,NYN,NL,16,7,34,34,3,2,0,703,206,66,23,63,206,0.232,2.53,5,9,4,2,964,0,74,9,1,12 +sarfade01,2008,1,BAL,AL,4,3,57,4,0,0,0,239,62,42,8,62,86,0.218,4.74,2,6,7,1,359,15,47,2,3,11 +saundjo01,2008,1,LAA,AL,17,7,31,31,1,0,0,594,187,75,21,53,103,0.253,3.41,2,3,6,0,807,0,82,5,2,28 +scherma01,2008,1,ARI,NL,0,4,16,7,0,0,0,168,48,19,5,21,66,0.234,3.05,1,2,5,0,237,2,24,4,2,5 +schoesc01,2008,1,NYN,NL,2,6,73,0,0,0,1,170,55,21,7,23,34,0.259,3.34,6,3,4,0,243,12,23,2,2,6 +schroch01,2008,1,WAS,NL,0,0,4,0,0,0,0,15,6,3,2,6,3,0.300,5.40,0,0,0,0,27,0,3,1,0,0 +seaneru01,2008,1,PHI,NL,5,4,42,0,0,0,0,130,38,17,2,25,30,0.239,3.53,4,2,1,0,189,14,24,2,2,4 +seaybo01,2008,1,DET,AL,1,2,60,0,0,0,0,169,59,28,4,25,58,0.278,4.47,7,3,2,0,246,14,28,3,4,3 +serraal01,2008,1,LAA,AL,0,0,1,0,0,0,0,3,1,0,0,0,1,0.250,0.00,0,0,0,0,4,1,0,0,0,0 +sheetbe01,2008,1,MIL,NL,13,9,31,31,5,3,0,595,181,68,17,47,158,0.241,3.09,2,8,1,0,812,0,74,6,7,8 +shellst01,2008,1,WAS,NL,2,2,39,0,0,0,2,150,34,12,5,20,41,0.194,2.16,1,1,2,0,199,7,14,1,1,4 +sherrge01,2008,1,BAL,AL,3,5,57,0,0,0,31,160,47,28,6,33,58,0.234,4.73,6,1,1,0,239,49,28,1,3,4 +shielja02,2008,1,TBA,AL,14,8,33,33,3,2,0,645,208,85,24,40,160,0.254,3.56,0,6,12,0,877,0,94,6,0,21 +shielsc01,2008,1,LAA,AL,6,4,64,0,0,0,4,190,56,19,6,29,64,0.236,2.70,2,2,2,0,270,12,29,1,1,11 +shousbr01,2008,1,MIL,NL,5,1,69,0,0,0,2,154,46,16,5,14,33,0.238,2.81,4,1,0,0,212,17,19,4,1,5 +silvaca01,2008,1,SEA,AL,4,15,28,28,1,0,0,460,213,110,20,32,69,0.331,6.46,2,1,4,0,689,0,114,3,7,18 +simonal01,2008,1,BAL,AL,0,0,4,1,0,0,0,39,16,9,4,2,8,0.296,6.23,0,2,2,0,59,0,10,0,1,1 +slatedo01,2008,1,ARI,NL,0,3,45,0,0,0,0,97,33,17,4,14,20,0.260,4.73,1,0,4,0,147,13,20,1,1,4 +slocubr01,2008,1,CLE,AL,0,0,2,0,0,0,0,6,8,6,2,0,1,0.615,27.00,0,0,1,0,15,0,6,0,1,0 +sloweke01,2008,1,MIN,AL,12,11,27,27,3,2,0,481,161,71,22,24,123,0.260,3.99,1,1,4,0,653,0,74,1,5,10 +smithch07,2008,1,BOS,AL,1,0,12,0,0,0,0,55,18,16,6,7,13,0.261,7.85,0,0,0,0,78,3,16,1,1,1 +smithgr02,2008,1,OAK,AL,7,16,32,32,2,0,0,571,169,88,21,87,111,0.243,4.16,5,5,3,1,800,0,92,5,10,13 +smithjo05,2008,1,NYN,NL,6,3,82,0,0,0,0,190,51,25,4,31,52,0.220,3.55,4,1,4,0,271,12,28,4,0,5 +smoltjo01,2008,1,ATL,NL,3,2,6,5,0,0,0,84,25,8,2,8,36,0.229,2.57,1,2,0,0,117,0,8,0,0,0 +snellia01,2008,1,PIT,NL,7,12,31,31,0,0,0,493,201,99,18,89,135,0.304,5.42,0,8,2,1,766,0,107,7,6,17 +snydeky01,2008,1,BOS,AL,0,0,2,0,0,0,0,5,2,4,1,2,1,0.333,21.60,0,1,0,0,9,0,4,1,0,0 +sonnaan01,2008,1,TBA,AL,13,9,32,32,1,1,0,580,212,94,21,37,124,0.277,4.38,2,6,5,0,819,0,105,4,9,16 +soriajo01,2008,1,KCA,AL,2,3,63,0,0,0,42,202,39,12,5,19,66,0.169,1.60,1,1,6,1,260,57,13,2,2,5 +soriara01,2008,1,ATL,NL,0,1,14,0,0,0,3,42,7,4,1,9,16,0.149,2.57,2,1,1,0,57,5,5,0,0,1 +sosajo02,2008,1,NYN,NL,4,1,20,0,0,0,0,65,30,17,4,11,12,0.323,7.06,4,2,0,0,107,8,23,3,0,1 +sowerje01,2008,1,CLE,AL,4,9,22,22,0,0,0,363,141,75,18,39,64,0.291,5.58,1,3,3,1,533,0,84,3,4,12 +speieju01,2008,1,LAA,AL,2,8,62,0,0,0,0,204,69,38,15,27,56,0.261,5.03,5,8,6,0,305,19,41,4,4,4 +speiery01,2008,1,COL,NL,2,1,43,0,0,0,0,153,52,23,3,18,33,0.272,4.06,2,2,4,0,217,8,23,1,3,9 +speigle01,2008,1,WAS,NL,0,1,7,0,0,0,0,24,13,10,1,6,1,0.406,11.25,1,0,2,0,42,2,10,1,0,2 +sprinru01,2008,1,SLN,NL,2,1,70,0,0,0,0,151,39,13,4,18,45,0.212,2.32,0,2,1,0,205,9,14,2,0,2 +stettmi01,2008,1,MIL,NL,3,1,30,0,0,0,0,76,14,9,2,19,31,0.165,3.20,1,1,4,0,109,7,9,1,0,2 +stockph01,2008,1,ATL,NL,0,0,6,0,0,0,0,22,2,0,0,4,9,0.087,0.00,0,1,1,0,28,4,0,0,0,1 +stokebr01,2008,1,NYN,NL,1,0,24,1,0,0,1,100,35,13,5,8,26,0.280,3.51,3,1,0,0,138,5,13,2,3,4 +streehu01,2008,1,OAK,AL,7,5,63,0,0,0,18,210,58,29,6,27,69,0.229,3.73,6,2,1,0,287,37,29,3,3,6 +stulter01,2008,1,LAN,NL,2,3,7,7,1,1,0,116,38,15,6,13,30,0.252,3.49,2,0,1,0,167,0,18,2,0,1 +sturtta01,2008,1,LAN,NL,0,0,3,0,0,0,0,7,1,0,0,1,1,0.125,0.00,0,0,0,0,9,1,0,0,0,0 +suppaje01,2008,1,MIL,NL,10,10,31,31,0,0,0,533,207,98,30,67,90,0.298,4.96,7,3,4,1,780,0,110,10,4,22 +swindrj01,2008,1,PHI,NL,0,0,3,0,0,0,0,14,9,4,2,2,4,0.409,7.71,0,0,0,0,24,0,4,0,0,0 +talbomi01,2008,1,TBA,AL,0,0,3,1,0,0,0,29,16,12,3,11,5,0.381,11.17,0,1,1,0,54,0,12,0,0,2 +tallebr01,2008,1,TOR,AL,1,2,51,0,0,0,0,169,52,18,4,22,47,0.243,2.88,3,0,1,0,240,15,19,1,2,3 +tanketa01,2008,1,FLO,NL,0,1,25,0,0,0,0,53,22,16,6,8,13,0.297,8.15,0,3,1,0,84,3,16,1,0,1 +taschja01,2008,1,SFN,NL,3,2,67,0,0,0,0,144,57,26,5,24,39,0.292,4.88,2,5,2,0,227,7,27,3,3,3 +taubety01,2008,1,PIT,NL,0,0,1,1,0,0,0,18,7,2,0,3,4,0.304,3.00,0,0,0,0,27,0,2,0,1,0 +tavarju01,2008,1,BOS,AL,0,1,9,0,0,0,0,38,18,9,0,9,6,0.346,6.39,0,1,1,0,64,2,12,1,1,3 +tavarju01,2008,2,MIL,NL,0,1,7,0,0,0,0,22,13,7,0,5,10,0.371,8.59,0,0,0,0,41,1,10,1,0,0 +tavarju01,2008,3,ATL,NL,1,3,36,0,0,0,0,104,42,15,5,14,35,0.296,3.89,4,1,2,1,162,12,20,3,1,1 +tejedro01,2008,1,TEX,AL,0,0,4,0,0,0,0,18,5,6,1,5,4,0.217,9.00,0,0,0,0,29,1,6,0,1,0 +tejedro01,2008,2,KCA,AL,2,2,25,1,0,0,0,118,22,14,3,19,41,0.163,3.20,0,5,1,0,157,14,17,0,2,2 +thatcjo01,2008,1,SDN,NL,0,4,25,0,0,0,0,77,42,24,4,13,17,0.382,8.42,2,0,0,0,128,7,25,2,3,3 +thomaju01,2008,1,SEA,AL,0,1,8,0,0,0,0,12,9,3,0,2,2,0.474,6.75,0,1,0,0,22,2,3,1,0,0 +thompbr01,2008,1,SLN,NL,6,3,26,6,0,0,0,194,72,37,5,19,32,0.293,5.15,1,2,3,0,273,10,38,2,3,10 +thompda02,2008,1,CIN,NL,0,2,3,3,0,0,0,43,20,11,3,7,6,0.328,6.91,0,1,1,1,69,0,11,0,0,2 +thompri03,2008,1,LAA,AL,0,0,2,0,0,0,0,6,4,5,0,2,1,0.400,22.50,0,1,0,0,12,1,5,0,0,0 +thornma01,2008,1,CHA,AL,5,3,74,0,0,0,1,202,48,20,5,19,77,0.196,2.67,2,3,2,0,268,12,20,1,1,5 +threeer01,2008,1,SFN,NL,0,1,7,0,0,0,0,30,11,4,1,9,6,0.297,3.60,2,1,3,0,50,6,4,1,0,2 +timlimi01,2008,1,BOS,AL,4,4,47,0,0,0,1,148,60,31,9,20,32,0.302,5.66,4,1,1,0,227,26,32,4,3,3 +tomkobr01,2008,1,KCA,AL,2,7,16,10,0,0,0,182,80,47,11,13,40,0.314,6.97,0,4,0,0,271,1,49,1,2,5 +tomkobr01,2008,2,SDN,NL,0,0,6,0,0,0,0,28,3,2,0,5,9,0.097,1.93,2,0,0,0,36,2,2,0,0,0 +torresa01,2008,1,MIL,NL,7,5,71,0,0,0,28,240,75,31,6,33,51,0.253,3.49,5,2,4,0,344,46,35,7,4,13 +trabebi01,2008,1,NYA,AL,0,0,19,0,0,0,0,50,23,13,3,7,11,0.324,7.02,1,2,2,0,80,3,13,0,0,1 +trachst01,2008,1,BAL,AL,2,5,10,8,0,0,0,119,53,37,10,27,16,0.321,8.39,0,2,1,0,194,1,41,1,0,4 +troncra01,2008,1,LAN,NL,1,1,32,0,0,0,0,114,37,18,2,12,38,0.268,4.26,1,2,3,0,160,12,19,4,3,7 +tuckery01,2008,1,FLO,NL,2,3,13,6,0,0,0,111,46,34,8,23,28,0.305,8.27,1,1,2,0,178,3,34,1,1,3 +turnbde01,2008,1,MIL,NL,0,1,8,0,0,0,1,19,12,11,1,13,5,0.414,15.63,1,0,1,0,44,5,11,1,0,1 +valdeme01,2008,1,SFN,NL,1,0,17,1,0,0,0,48,14,3,1,7,13,0.237,1.69,2,2,2,1,69,3,5,1,0,1 +valvejo01,2008,1,HOU,NL,6,3,74,0,0,0,44,216,62,27,10,23,83,0.225,3.38,6,3,2,2,303,71,28,0,2,0 +vanbejo01,2008,1,PIT,NL,1,3,9,5,0,0,0,67,37,26,7,20,21,0.366,10.48,1,0,3,1,125,2,28,1,0,3 +vanderi01,2008,1,FLO,NL,1,1,4,4,0,0,0,42,20,12,1,10,20,0.333,7.71,0,0,2,0,74,0,12,2,0,0 +vargacl01,2008,1,NYN,NL,3,2,11,4,0,0,0,111,33,19,4,11,20,0.244,4.62,0,1,2,0,150,2,20,1,1,5 +vazquja01,2008,1,CHA,AL,12,16,33,33,1,0,0,625,214,108,25,61,200,0.263,4.67,2,2,6,0,890,0,113,4,4,15 +verasjo01,2008,1,NYA,AL,5,3,60,0,0,0,0,173,52,23,7,29,63,0.239,3.59,6,4,3,0,253,15,23,2,1,1 +verlaju01,2008,1,DET,AL,11,17,33,33,1,0,0,603,195,108,18,87,163,0.254,4.84,8,6,14,3,880,0,119,4,6,14 +villaca01,2008,1,MIL,NL,4,7,47,9,0,0,1,325,112,49,18,30,93,0.266,4.07,1,4,3,0,464,9,53,9,1,6 +villaos01,2008,1,HOU,NL,1,3,35,0,0,0,0,113,42,21,12,17,21,0.286,5.02,0,2,2,0,168,13,25,1,1,5 +villoro01,2008,1,SLN,NL,1,2,74,0,0,0,1,150,45,26,4,37,50,0.243,4.68,2,2,2,0,229,11,27,2,3,7 +vizcalu01,2008,1,COL,NL,1,2,43,0,0,0,0,138,48,27,10,19,49,0.267,5.28,1,0,1,0,203,13,28,1,2,4 +volqued01,2008,1,CIN,NL,17,6,33,32,0,0,0,588,167,70,14,93,206,0.232,3.21,5,10,14,1,838,1,82,6,5,14 +volstch01,2008,1,FLO,NL,6,4,15,14,0,0,0,253,76,27,3,36,52,0.240,2.88,4,0,5,0,365,0,30,6,1,6 +wadeco01,2008,1,LAN,NL,2,1,55,0,0,0,0,214,51,18,7,15,51,0.202,2.27,3,2,4,0,275,21,22,2,1,9 +waechdo01,2008,1,FLO,NL,4,2,48,0,0,0,0,190,63,26,7,21,46,0.254,3.69,3,2,2,0,275,10,29,2,2,2 +wagnebi02,2008,1,NYN,NL,0,1,45,0,0,0,27,141,32,12,4,10,52,0.185,2.30,0,2,0,0,184,34,17,0,1,1 +wainwad01,2008,1,SLN,NL,11,3,20,20,1,0,0,396,122,47,12,34,91,0.245,3.20,1,3,3,0,544,0,51,6,4,10 +wakefti01,2008,1,BOS,AL,10,11,30,30,1,0,0,543,154,83,25,60,117,0.228,4.13,0,12,13,0,754,0,89,2,4,9 +walkeja01,2008,1,BAL,AL,1,3,59,0,0,0,0,114,53,29,12,11,24,0.325,6.87,3,2,1,0,178,11,31,1,2,2 +walkety01,2008,1,SFN,NL,5,8,65,0,0,0,0,160,47,27,7,21,49,0.234,4.56,3,5,1,0,226,19,29,2,1,5 +walrole01,2008,1,PHI,NL,1,1,6,0,0,0,0,31,13,7,0,9,12,0.342,6.10,4,2,0,0,49,1,7,2,0,1 +wangch01,2008,1,NYA,AL,8,2,15,15,1,0,0,285,90,43,4,35,54,0.249,4.07,1,0,3,0,402,0,44,0,3,12 +washbja01,2008,1,SEA,AL,5,14,28,26,1,0,1,461,174,80,19,50,87,0.287,4.69,2,2,7,0,675,1,87,6,5,15 +wasseeh01,2008,1,CHA,AL,1,2,24,0,0,0,0,59,27,17,0,14,9,0.333,7.78,4,1,1,0,101,6,19,4,1,0 +waterch01,2008,1,BAL,AL,3,5,11,11,1,1,0,194,70,36,9,29,33,0.273,5.01,0,1,3,1,291,0,38,0,3,5 +weathda01,2008,1,CIN,NL,4,6,72,0,0,0,0,208,76,25,6,30,46,0.276,3.25,8,1,3,1,311,17,27,2,1,12 +weaveje02,2008,1,LAA,AL,11,10,30,30,0,0,0,530,173,85,20,54,152,0.254,4.33,4,3,6,0,745,0,88,1,4,8 +webbbr01,2008,1,ARI,NL,22,7,34,34,3,1,0,680,206,83,13,65,183,0.242,3.30,5,8,12,1,944,0,95,8,9,25 +welleto01,2008,1,SLN,NL,13,9,32,32,0,0,0,575,178,79,25,62,134,0.245,3.71,1,7,7,1,807,0,84,6,6,9 +wellsja02,2008,1,SDN,NL,0,0,2,0,0,0,0,9,4,2,0,1,2,0.333,6.00,0,0,0,0,14,0,2,1,0,0 +wellsja02,2008,2,SEA,AL,0,0,6,0,0,0,0,16,7,6,2,6,3,0.304,10.13,0,2,0,0,30,2,6,1,0,0 +wellski01,2008,1,COL,NL,1,2,15,2,0,0,0,82,29,16,3,19,22,0.282,5.27,2,2,1,0,126,6,19,3,0,5 +wellski01,2008,2,KCA,AL,0,1,10,0,0,0,0,31,10,10,1,11,9,0.263,8.71,0,1,1,0,50,2,10,0,0,3 +wellsra01,2008,1,TOR,AL,0,0,1,0,0,0,0,3,0,0,0,1,0,0.000,0.00,0,0,0,0,4,1,0,0,0,0 +wellsra01,2008,2,CHN,NL,0,0,3,0,0,0,0,13,0,0,0,2,1,0.000,0.00,0,0,0,0,14,1,0,0,0,1 +westbja01,2008,1,CLE,AL,1,2,5,5,1,0,0,104,33,12,5,7,19,0.256,3.12,0,1,1,0,139,0,13,0,2,5 +wheelda01,2008,1,TBA,AL,5,6,70,0,0,0,13,199,44,23,10,22,53,0.183,3.12,4,1,0,0,264,26,25,0,2,2 +whitebi04,2008,1,TEX,AL,0,0,8,0,0,0,0,12,7,9,1,11,1,0.368,20.25,1,0,0,0,30,2,9,0,0,0 +willido03,2008,1,DET,AL,0,2,8,7,0,0,0,72,18,25,4,35,18,0.209,9.38,1,5,1,1,122,0,25,0,0,4 +wilsobr01,2008,1,SFN,NL,3,2,63,0,0,0,41,187,62,32,7,28,67,0.263,4.62,4,2,3,0,274,54,32,2,5,7 +wilsocj01,2008,1,TEX,AL,2,2,50,0,0,0,24,139,49,31,8,27,41,0.268,6.02,2,3,2,0,214,41,35,1,1,6 +wisema01,2008,1,NYN,NL,0,1,8,0,0,0,0,21,10,5,2,3,6,0.323,6.43,1,0,0,0,34,5,5,0,0,0 +wolfebr01,2008,1,TOR,AL,0,2,20,0,0,0,0,66,18,6,2,6,14,0.234,2.45,1,1,0,0,86,4,6,2,1,4 +wolfra02,2008,1,SDN,NL,6,10,21,21,0,0,0,359,123,63,14,47,105,0.268,4.74,0,2,8,0,522,0,69,6,2,13 +wolfra02,2008,2,HOU,NL,6,2,12,12,1,1,0,212,68,28,7,24,57,0.255,3.57,4,1,4,0,301,0,31,4,2,4 +woodke02,2008,1,CHN,NL,5,4,65,0,0,0,34,199,54,24,3,18,84,0.219,3.26,4,1,7,0,276,56,24,2,2,1 +woodsja01,2008,1,SEA,AL,0,0,15,0,0,0,0,57,22,13,5,11,9,0.293,6.16,2,2,1,1,87,3,13,0,0,3 +worrema01,2008,1,SLN,NL,0,1,4,0,0,0,0,17,8,5,1,4,4,0.364,7.94,1,0,0,0,27,1,5,1,0,2 +wrighja01,2008,1,TEX,AL,8,7,75,0,0,0,0,253,93,48,5,35,60,0.283,5.12,3,5,8,0,379,17,57,3,4,13 +wrighwe01,2008,1,HOU,NL,4,3,71,0,0,0,1,167,45,31,8,34,57,0.214,5.01,4,2,4,1,250,15,34,1,1,4 +wuertmi01,2008,1,CHN,NL,1,1,45,0,0,0,0,134,44,18,4,20,30,0.267,3.63,2,2,0,0,189,13,23,1,3,5 +yabuke01,2008,1,SFN,NL,3,6,60,0,0,0,0,204,63,27,3,32,48,0.243,3.57,4,5,8,1,302,10,33,3,0,8 +yabutya01,2008,1,KCA,AL,1,3,31,0,0,0,0,113,41,20,6,17,25,0.275,4.78,0,1,0,0,168,12,21,1,1,5 +yatesty01,2008,1,PIT,NL,6,3,72,0,0,0,1,220,72,38,6,41,63,0.254,4.66,4,5,2,0,331,16,39,4,1,5 +youngch03,2008,1,SDN,NL,7,6,18,18,1,0,0,307,84,45,13,48,93,0.221,3.96,4,3,1,1,434,0,46,4,1,4 +zambrca01,2008,1,CHN,NL,14,6,30,30,1,1,0,566,172,82,18,72,130,0.241,3.91,1,4,6,0,796,0,85,5,0,17 +zieglbr01,2008,1,OAK,AL,3,0,47,0,0,0,11,179,47,7,2,22,30,0.236,1.06,3,0,1,0,229,21,8,4,3,20 +zinkch01,2008,1,BOS,AL,0,0,1,1,0,0,0,13,11,8,0,1,1,0.458,16.62,0,1,0,0,25,0,8,0,0,0 +zitoba01,2008,1,SFN,NL,10,17,32,32,0,0,0,540,186,103,16,102,120,0.270,5.15,10,3,4,0,818,0,115,8,14,12 +zumayjo01,2008,1,DET,AL,0,2,21,0,0,0,1,70,24,9,3,22,22,0.264,3.47,4,6,0,0,114,5,13,0,1,1 +aardsda01,2009,1,SEA,AL,3,6,73,0,0,0,38,214,49,20,4,34,80,0.190,2.52,3,2,0,0,296,53,23,2,1,2 +abreuwi01,2009,1,TBA,AL,0,0,2,0,0,0,0,11,3,1,0,2,3,0.231,2.45,0,0,0,0,15,1,1,0,0,1 +abreuwi01,2009,2,CLE,AL,0,0,3,0,0,0,0,7,7,6,2,2,3,0.500,23.14,0,0,1,0,17,0,7,0,0,0 +accarje01,2009,1,TOR,AL,0,0,26,0,0,0,1,74,23,7,2,17,18,0.267,2.55,1,0,2,0,107,5,8,0,2,3 +aceveal01,2009,1,NYA,AL,10,1,43,1,0,0,1,252,69,33,10,16,69,0.220,3.54,2,0,5,0,337,10,36,1,2,5 +acostma01,2009,1,ATL,NL,1,1,36,0,0,0,0,112,45,18,4,19,32,0.300,4.34,2,3,2,0,174,17,19,3,0,4 +adamsmi03,2009,1,SDN,NL,0,0,37,0,0,0,0,111,14,3,1,8,45,0.111,0.73,1,1,0,0,136,5,9,2,0,0 +adenhni01,2009,1,LAA,AL,0,0,1,1,0,0,0,18,7,0,0,3,5,0.292,0.00,0,1,0,0,27,0,0,0,0,1 +affelje01,2009,1,SFN,NL,2,2,74,0,0,0,0,187,42,12,3,31,55,0.197,1.73,3,5,3,0,248,8,14,0,1,18 +albaljo01,2009,1,NYA,AL,5,1,32,0,0,0,0,103,41,20,6,16,21,0.306,5.24,2,0,3,0,158,5,23,1,4,3 +alberma01,2009,1,BAL,AL,3,6,56,0,0,0,0,201,80,41,3,36,49,0.303,5.51,3,3,2,0,309,13,43,5,2,8 +anderbr04,2009,1,OAK,AL,11,11,30,30,1,1,0,526,180,79,20,45,150,0.265,4.06,1,0,3,1,735,0,94,4,4,24 +aquingr01,2009,1,CLE,AL,1,2,10,0,0,0,0,48,13,8,1,15,11,0.228,4.50,3,3,0,0,74,3,8,0,2,1 +ariasal02,2009,1,HOU,NL,2,1,42,0,0,0,0,137,49,17,1,19,39,0.272,3.35,4,5,6,0,209,12,21,3,1,7 +arredjo01,2009,1,LAA,AL,2,3,43,0,0,0,0,135,47,30,6,23,47,0.269,6.00,2,5,0,1,202,15,30,3,1,4 +arroybr01,2009,1,CIN,NL,15,13,33,33,3,2,0,661,214,94,31,65,127,0.256,3.84,6,1,9,0,923,0,101,9,5,24 +ascanjo01,2009,1,CHN,NL,0,1,14,0,0,0,0,46,18,6,1,9,18,0.295,3.52,2,1,2,0,73,4,6,1,0,0 +ascanjo01,2009,2,PIT,NL,0,1,2,0,0,0,0,8,4,2,0,0,2,0.444,6.75,0,0,1,0,13,1,2,1,2,0 +atkinmi01,2009,1,CHN,NL,0,0,2,0,0,0,0,6,1,0,0,0,0,0.143,0.00,0,0,0,0,7,1,0,0,0,1 +augenbr01,2009,1,ARI,NL,0,1,7,2,0,0,0,51,23,15,2,6,6,0.333,7.94,2,0,2,0,81,2,16,2,2,2 +axforjo01,2009,1,MIL,NL,0,0,7,0,0,0,1,23,5,3,0,6,9,0.179,3.52,1,1,0,0,34,6,3,0,0,0 +ayalalu01,2009,1,MIN,AL,1,2,28,0,0,0,0,97,38,15,4,8,21,0.306,4.18,0,0,3,0,138,11,18,1,2,7 +ayalalu01,2009,2,FLO,NL,0,3,10,0,0,0,0,23,12,10,1,6,7,0.364,11.74,3,0,1,0,42,2,10,2,0,0 +backebr01,2009,1,HOU,NL,0,0,5,1,0,0,0,39,21,15,5,6,10,0.362,10.38,1,2,0,0,65,3,15,0,1,0 +badenbu01,2009,1,FLO,NL,7,4,35,2,0,0,0,216,71,30,5,24,57,0.260,3.75,4,1,1,0,303,7,32,3,2,11 +baezda01,2009,1,BAL,AL,4,6,59,0,0,0,0,215,59,32,8,22,40,0.222,4.02,3,2,5,1,295,9,36,0,2,9 +bailean01,2009,1,OAK,AL,6,3,68,0,0,0,26,250,49,17,5,24,91,0.167,1.84,3,6,0,0,323,54,17,3,2,3 +baileho02,2009,1,CIN,NL,8,5,20,20,0,0,0,340,115,57,12,52,86,0.266,4.53,1,6,3,0,496,0,61,4,4,7 +bakersc02,2009,1,MIN,AL,15,9,33,33,1,1,0,600,190,97,28,48,162,0.247,4.37,1,4,4,0,828,0,99,1,6,10 +balejo01,2009,1,KCA,AL,0,1,43,0,0,0,1,85,34,18,3,18,24,0.296,5.72,2,2,1,0,136,12,19,0,2,5 +balesco01,2009,1,WAS,NL,1,4,7,7,0,0,0,91,34,23,10,14,20,0.281,6.82,0,0,0,0,135,0,24,0,0,2 +balfogr01,2009,1,TBA,AL,5,4,73,0,0,0,4,202,59,36,6,33,69,0.235,4.81,0,1,2,0,289,15,38,1,2,7 +banksjo01,2009,1,SDN,NL,1,1,6,3,0,0,0,68,30,18,6,4,9,0.330,7.15,1,1,1,0,100,0,18,2,2,1 +bannibr01,2009,1,KCA,AL,7,12,26,26,0,0,0,462,161,81,15,50,98,0.268,4.73,4,12,4,2,668,0,94,3,10,12 +bardda01,2009,1,BOS,AL,2,2,49,0,0,0,1,148,41,20,5,22,63,0.228,3.65,3,1,3,1,212,12,24,4,3,4 +bassbr01,2009,1,BAL,AL,5,3,48,0,0,0,0,259,106,47,11,44,54,0.306,4.90,5,6,5,0,400,13,52,3,2,10 +bastaan01,2009,1,PHI,NL,2,3,6,5,0,0,0,71,26,17,4,9,19,0.274,6.46,0,0,2,0,106,0,18,0,0,1 +batismi01,2009,1,SEA,AL,7,4,56,0,0,0,1,214,79,32,7,39,52,0.282,4.04,1,4,2,0,326,18,37,4,1,9 +bautide01,2009,1,PIT,NL,1,1,14,0,0,0,0,41,15,8,1,7,15,0.306,5.27,0,3,1,0,61,4,8,1,3,1 +bazaryo01,2009,1,HOU,NL,1,3,10,6,0,0,0,96,37,28,2,22,17,0.296,7.88,0,0,1,1,154,3,31,4,2,4 +beckejo02,2009,1,BOS,AL,17,6,32,32,4,2,0,637,198,91,25,55,199,0.244,3.86,1,3,7,1,883,0,99,5,5,14 +bedarer01,2009,1,SEA,AL,5,3,15,15,0,0,0,249,65,26,8,34,90,0.212,2.82,0,2,4,0,348,0,29,2,1,2 +beimejo01,2009,1,WAS,NL,1,5,45,0,0,0,1,119,38,15,3,15,24,0.253,3.40,4,2,1,1,172,19,17,2,4,1 +beimejo01,2009,2,COL,NL,0,1,26,0,0,0,0,47,19,7,2,4,11,0.317,4.02,1,2,0,0,68,7,7,2,2,1 +belisma01,2009,1,COL,NL,3,1,24,0,0,0,0,93,35,19,6,5,22,0.280,5.52,1,1,1,0,133,6,21,0,2,3 +belisro01,2009,1,LAN,NL,4,3,69,0,0,0,0,212,52,16,4,29,64,0.201,2.04,7,4,6,0,299,13,21,3,2,6 +bellhe01,2009,1,SDN,NL,6,4,68,0,0,0,42,209,54,21,3,24,79,0.213,2.71,1,4,0,0,278,59,21,0,0,7 +belltr01,2009,1,LAA,AL,1,2,8,4,0,0,0,61,40,22,3,11,14,0.412,9.74,2,1,0,0,110,1,25,0,2,2 +benneje01,2009,1,ATL,NL,2,4,33,0,0,0,0,102,42,12,2,21,23,0.316,3.18,4,1,3,0,163,8,13,4,2,6 +benneje01,2009,2,TBA,AL,0,0,11,0,0,0,0,38,24,14,2,11,4,0.414,9.95,0,0,1,0,70,6,14,0,0,4 +bensokr01,2009,1,TEX,AL,1,1,8,2,0,0,0,67,33,21,6,12,11,0.340,8.46,0,0,3,0,114,2,23,0,2,0 +bergebr02,2009,1,BAL,AL,7,5,19,19,1,0,0,370,126,47,11,32,65,0.265,3.43,4,2,5,0,519,0,52,3,4,12 +bergju01,2009,1,CHN,NL,0,0,11,0,0,0,0,36,10,1,0,1,7,0.227,0.75,0,0,0,1,46,6,1,1,0,1 +bergmja01,2009,1,WAS,NL,2,4,56,0,0,0,0,144,50,24,7,25,40,0.278,4.50,7,3,3,0,213,6,28,5,0,8 +berkeja01,2009,1,BAL,AL,6,12,24,24,0,0,0,359,164,87,19,44,66,0.327,6.54,2,0,6,1,560,0,92,3,5,13 +betanra01,2009,1,CLE,AL,1,2,29,0,0,0,1,92,25,12,3,15,32,0.225,3.52,4,0,0,0,129,7,15,1,2,3 +betanra01,2009,2,COL,NL,3,1,32,0,0,0,1,76,17,5,1,5,29,0.189,1.78,1,0,0,0,98,3,5,1,2,2 +billich01,2009,1,LAN,NL,12,11,33,32,0,0,0,589,173,88,17,86,179,0.244,4.03,7,14,7,0,823,0,94,9,11,18 +blackni01,2009,1,MIN,AL,11,11,33,33,3,0,0,617,240,92,25,41,98,0.290,4.03,1,2,3,0,882,0,103,5,5,14 +blantjo01,2009,1,PHI,NL,12,8,31,31,0,0,0,586,198,88,30,59,163,0.262,4.05,4,7,8,0,837,0,89,11,4,11 +blevije01,2009,1,OAK,AL,0,0,20,0,0,0,0,67,19,12,2,6,23,0.229,4.84,1,0,0,0,90,5,12,0,1,2 +boggsmi01,2009,1,SLN,NL,2,3,16,9,0,0,0,174,71,27,3,33,46,0.311,4.19,0,4,4,1,268,2,28,1,2,7 +bondeje01,2009,1,DET,AL,0,1,8,1,0,0,0,31,16,10,4,8,5,0.364,8.71,0,0,1,0,53,1,10,0,0,1 +bonined01,2009,1,DET,AL,1,1,10,4,0,0,0,103,40,17,7,12,19,0.308,4.46,1,0,1,0,145,2,19,0,2,7 +bootcch01,2009,1,PIT,NL,0,0,13,0,0,0,0,44,16,18,1,9,13,0.286,11.05,0,0,1,0,70,3,18,3,1,0 +bowdemi01,2009,1,BOS,AL,1,1,8,1,0,0,0,48,23,17,3,6,12,0.333,9.56,0,3,0,0,75,3,17,0,0,1 +boyerbl01,2009,1,ATL,NL,0,1,3,0,0,0,0,4,3,6,0,3,2,0.429,40.50,0,0,1,0,11,1,6,0,0,0 +boyerbl01,2009,2,SLN,NL,0,0,15,0,0,0,0,49,14,8,1,5,9,0.230,4.41,0,0,1,0,70,4,10,3,0,1 +boyerbl01,2009,3,ARI,NL,0,1,30,0,0,0,0,111,39,11,0,12,18,0.273,2.68,0,2,3,0,160,16,20,1,1,4 +bradeda01,2009,1,OAK,AL,8,9,22,22,0,0,0,410,144,59,9,42,81,0.268,3.89,2,1,2,0,589,0,63,4,4,10 +bradfch01,2009,1,TBA,AL,1,0,20,0,0,0,0,31,22,5,1,2,6,0.431,4.35,1,0,0,0,55,1,5,0,2,0 +breslcr01,2009,1,MIN,AL,1,2,17,0,0,0,0,43,11,10,3,11,11,0.220,6.28,0,3,1,0,64,5,11,2,0,1 +breslcr01,2009,2,OAK,AL,7,5,60,0,0,0,0,166,37,16,5,18,44,0.191,2.60,0,0,2,1,217,4,20,2,1,5 +broadla01,2009,1,CHA,AL,0,1,8,0,0,0,0,48,19,9,0,9,9,0.288,5.06,1,0,0,0,76,5,10,0,1,0 +broadla01,2009,2,NYN,NL,0,0,8,0,0,0,0,44,19,11,0,6,9,0.317,6.75,0,0,0,0,67,3,11,0,1,2 +brocado01,2009,1,HOU,NL,1,0,20,0,0,0,0,53,21,9,4,13,9,0.309,4.58,0,0,0,0,84,9,9,1,2,2 +browndu01,2009,1,BOS,AL,0,0,1,0,0,0,0,3,2,1,0,0,1,0.400,9.00,0,0,0,0,5,1,1,0,0,0 +broxtjo01,2009,1,LAN,NL,7,2,73,0,0,0,36,228,44,22,4,29,114,0.165,2.61,1,2,1,0,300,58,24,0,3,1 +brunebr01,2009,1,NYA,AL,5,0,44,0,0,0,0,117,36,17,6,23,36,0.243,3.92,3,2,1,0,175,6,17,2,1,3 +buchhcl01,2009,1,BOS,AL,7,4,16,16,0,0,0,276,91,43,13,36,68,0.256,4.21,1,1,2,0,399,0,44,2,3,7 +bucknbi02,2009,1,ARI,NL,4,6,16,13,0,0,0,232,94,55,12,29,64,0.306,6.40,0,6,3,0,342,0,57,2,1,13 +buehrma01,2009,1,CHA,AL,13,10,33,33,1,1,0,640,222,91,27,45,105,0.275,3.84,3,2,5,1,874,0,97,11,7,28 +bulgeja01,2009,1,LAA,AL,6,1,64,0,0,0,1,197,46,26,7,30,68,0.207,3.56,1,5,1,0,262,20,26,5,4,11 +bullibr01,2009,1,TOR,AL,0,0,4,0,0,0,0,18,7,2,0,6,5,0.304,3.00,1,0,0,0,31,3,2,1,1,0 +bumgama01,2009,1,SFN,NL,0,0,4,1,0,0,0,30,8,2,2,3,10,0.229,1.80,1,0,0,0,40,1,2,1,1,1 +burkegr01,2009,1,SDN,NL,3,3,48,0,0,0,0,137,48,21,4,23,33,0.271,4.14,5,3,1,0,204,13,23,3,0,3 +burneaj01,2009,1,NYA,AL,13,9,33,33,1,0,0,621,193,93,25,97,195,0.247,4.04,0,17,10,1,896,0,99,2,5,15 +burnese01,2009,1,PIT,NL,1,2,38,0,0,0,1,97,22,11,3,15,23,0.200,3.06,4,2,3,0,133,7,12,4,1,2 +burnese01,2009,2,WAS,NL,1,1,33,0,0,0,0,76,14,9,3,13,20,0.157,3.20,4,2,0,0,104,1,9,2,0,0 +burnsmi01,2009,1,MIL,NL,3,5,15,8,0,0,0,155,60,33,10,17,39,0.294,5.75,2,1,1,0,227,4,36,1,4,8 +burrebr01,2009,1,TOR,AL,0,2,2,2,0,0,0,19,12,10,0,5,4,0.375,14.21,0,0,0,0,37,0,12,0,0,0 +burtoja01,2009,1,CIN,NL,1,0,53,0,0,0,0,178,61,29,5,23,45,0.261,4.40,6,2,4,0,265,13,30,3,1,4 +bushda01,2009,1,MIL,NL,5,9,22,21,0,0,0,343,131,81,19,37,89,0.294,6.38,2,2,15,0,508,0,84,6,5,9 +butlejo03,2009,1,MIL,NL,0,0,3,0,0,0,0,12,7,4,0,6,3,0.368,9.00,0,2,1,0,27,0,4,0,1,0 +byrdati01,2009,1,HOU,NL,1,2,76,0,0,0,0,184,39,22,10,36,58,0.178,3.23,0,2,3,0,261,8,23,0,3,2 +byrdpa01,2009,1,BOS,AL,1,3,7,6,0,0,0,102,47,22,4,11,11,0.331,5.82,0,0,0,0,155,0,22,1,1,3 +cabreda01,2009,1,WAS,NL,0,5,9,8,0,0,0,120,48,26,4,35,16,0.291,5.85,1,10,2,0,207,0,39,3,2,6 +cabreda01,2009,2,ARI,NL,0,1,6,1,0,0,0,33,11,8,0,7,7,0.262,6.55,0,1,2,0,51,4,8,0,0,2 +cabrefe01,2009,1,BOS,AL,0,0,6,0,0,0,0,16,7,5,0,4,8,0.304,8.44,1,0,1,0,28,3,5,0,0,0 +cahiltr01,2009,1,OAK,AL,10,13,32,32,0,0,0,536,185,92,27,72,90,0.270,4.63,1,5,4,0,773,0,99,4,7,18 +cainma01,2009,1,SFN,NL,14,8,33,33,4,0,0,653,184,70,22,73,171,0.232,2.89,6,9,3,0,886,0,73,10,6,14 +calerki01,2009,1,FLO,NL,2,2,67,0,0,0,0,180,36,13,1,30,69,0.180,1.95,4,2,1,0,239,15,13,4,4,0 +camerke01,2009,1,OAK,AL,0,0,11,0,0,0,1,55,15,7,1,6,15,0.221,3.44,0,0,0,0,74,4,7,0,0,1 +campijo01,2009,1,ATL,NL,1,0,5,0,0,0,0,13,7,2,0,3,3,0.389,4.15,0,0,0,0,21,4,3,0,0,0 +campsh01,2009,1,TOR,AL,2,6,59,0,0,0,1,239,73,31,7,29,58,0.245,3.50,4,0,4,0,333,17,36,1,1,12 +cappsma01,2009,1,PIT,NL,4,8,57,0,0,0,27,163,73,35,10,17,46,0.324,5.80,3,0,3,0,251,50,36,2,4,7 +carides01,2009,1,CHN,NL,1,0,14,0,0,0,0,58,15,3,0,3,17,0.221,1.40,0,0,3,0,74,2,4,0,0,3 +carlsje01,2009,1,TOR,AL,1,6,73,0,0,0,0,203,67,35,7,21,51,0.258,4.66,3,2,3,1,291,12,37,2,5,4 +carlybu01,2009,1,ATL,NL,0,1,16,0,0,0,0,64,35,21,5,12,12,0.380,8.86,4,2,0,0,107,7,23,2,1,5 +carmofa01,2009,1,CLE,AL,5,12,24,24,0,0,0,376,151,88,16,70,79,0.295,6.32,0,5,8,1,596,0,97,4,2,10 +carpean01,2009,1,PHI,NL,1,0,3,1,0,0,0,17,11,7,1,4,5,0.423,11.12,0,0,1,0,32,0,7,1,0,1 +carpech01,2009,1,SLN,NL,17,4,28,28,3,1,0,578,156,48,7,38,144,0.226,2.24,1,1,7,0,750,0,49,10,4,23 +carraca01,2009,1,CLE,AL,0,4,5,5,0,0,0,67,40,22,6,11,11,0.400,8.87,1,0,0,1,112,0,23,0,1,0 +carradj01,2009,1,CHA,AL,5,1,49,1,0,0,0,280,103,39,5,29,62,0.281,3.76,4,3,2,0,405,11,42,2,4,11 +carrice01,2009,1,SDN,NL,1,2,3,3,0,0,0,31,16,15,4,12,4,0.348,13.06,2,1,2,0,60,0,15,0,0,1 +castial02,2009,1,BAL,AL,0,0,20,0,0,0,0,36,12,3,0,4,8,0.279,2.25,1,0,1,0,49,4,4,1,0,3 +cecilbr01,2009,1,TOR,AL,7,4,18,17,0,0,0,280,116,55,17,38,69,0.308,5.30,0,0,5,0,422,1,59,0,2,10 +chacijh01,2009,1,COL,NL,0,1,9,1,0,0,0,33,6,6,1,11,13,0.167,4.91,0,2,0,0,48,3,6,1,0,0 +chambjo03,2009,1,NYA,AL,9,6,32,31,0,0,0,472,167,83,21,76,133,0.274,4.75,2,5,12,2,709,0,94,6,5,13 +chaveje01,2009,1,PIT,NL,1,4,73,0,0,0,0,202,69,30,11,22,47,0.264,4.01,3,5,1,0,286,24,33,1,1,2 +chenbr01,2009,1,KCA,AL,1,6,17,9,0,0,0,187,74,40,12,25,45,0.301,5.78,3,4,4,0,279,4,42,2,2,4 +choatra01,2009,1,TBA,AL,1,0,61,0,0,0,5,109,28,14,4,11,28,0.214,3.47,3,0,0,0,142,13,15,0,0,6 +chulkvi01,2009,1,CLE,AL,0,1,8,0,0,0,0,36,10,5,1,10,4,0.233,3.75,0,0,0,0,55,3,6,2,0,2 +claggan01,2009,1,NYA,AL,0,0,2,0,0,0,0,8,11,10,2,4,3,0.579,33.75,0,1,0,0,23,1,10,0,0,0 +claggan01,2009,2,PIT,NL,0,0,1,0,0,0,0,3,2,1,1,0,0,0.400,9.00,0,0,0,0,5,1,1,0,0,0 +clippty01,2009,1,WAS,NL,4,2,41,0,0,0,0,181,36,18,9,32,67,0.172,2.69,1,1,1,1,246,8,20,3,1,3 +coffeto01,2009,1,MIL,NL,4,4,78,0,0,0,2,251,76,27,8,21,65,0.247,2.90,3,1,3,0,336,17,28,2,2,12 +cokeph01,2009,1,NYA,AL,4,3,72,0,0,0,2,180,44,30,10,20,49,0.209,4.50,4,7,1,0,238,13,34,1,5,6 +colomje01,2009,1,WAS,NL,1,1,16,0,0,0,0,45,23,14,1,6,12,0.348,8.40,1,2,1,2,75,5,14,1,1,0 +colomje01,2009,2,MIL,NL,0,0,5,0,0,0,0,19,11,4,1,0,3,0.393,5.68,0,1,0,0,28,3,4,0,0,2 +colonba01,2009,1,CHA,AL,3,6,12,12,0,0,0,187,69,29,13,21,38,0.280,4.19,3,1,2,0,276,0,42,4,3,3 +colonro01,2009,1,KCA,AL,2,3,43,0,0,0,0,151,50,27,7,22,29,0.256,4.83,1,1,2,2,220,13,27,1,0,4 +condrcl01,2009,1,PHI,NL,6,2,45,0,0,0,1,126,37,14,4,14,25,0.233,3.00,3,0,1,0,174,11,17,0,0,6 +contrjo01,2009,1,CHA,AL,5,13,21,21,0,0,0,344,121,69,11,45,89,0.267,5.42,3,8,6,0,513,0,83,7,2,9 +contrjo01,2009,2,COL,NL,1,0,7,2,0,0,0,51,20,3,2,8,17,0.308,1.59,1,0,0,0,76,0,3,3,0,2 +cookaa01,2009,1,COL,NL,11,6,27,27,1,1,0,474,175,73,19,47,78,0.284,4.16,2,2,2,0,675,0,76,3,6,19 +corcoro01,2009,1,SEA,AL,2,0,16,0,0,0,0,57,25,13,2,17,6,0.357,6.16,0,0,1,0,91,2,13,1,2,7 +cordefr01,2009,1,CIN,NL,2,6,68,0,0,0,39,200,58,16,2,30,58,0.243,2.16,2,3,0,0,276,59,21,3,4,7 +cormila01,2009,1,TBA,AL,3,3,53,0,0,0,2,232,75,28,6,25,36,0.249,3.26,2,3,1,1,331,11,31,2,2,6 +corpama01,2009,1,COL,NL,1,3,35,0,0,0,1,101,44,22,3,7,24,0.326,5.88,0,0,1,0,146,16,22,2,1,4 +correke01,2009,1,SDN,NL,12,11,33,33,1,1,0,594,194,86,17,64,142,0.259,3.91,6,5,4,1,830,0,92,9,3,14 +cottsne01,2009,1,CHN,NL,0,2,19,0,0,0,0,33,14,9,3,9,9,0.311,7.36,0,0,1,0,55,3,9,0,0,2 +crainje01,2009,1,MIN,AL,7,4,56,0,0,0,0,155,48,27,3,27,43,0.250,4.70,3,1,5,1,230,15,28,3,3,5 +cruzju02,2009,1,KCA,AL,3,4,46,0,0,0,2,151,46,32,6,29,38,0.246,5.72,1,6,1,0,219,18,34,1,1,3 +cuetojo01,2009,1,CIN,NL,11,11,30,30,0,0,0,514,172,84,24,61,132,0.262,4.41,0,4,14,0,740,0,90,5,3,15 +daleyma01,2009,1,COL,NL,1,1,57,0,0,0,0,153,43,24,6,18,55,0.231,4.24,2,0,2,0,211,15,24,2,3,2 +danksjo01,2009,1,CHA,AL,13,11,32,32,1,0,0,601,184,84,28,73,149,0.245,3.77,1,1,5,0,839,0,89,5,6,22 +davidda01,2009,1,FLO,NL,0,0,1,0,0,0,0,3,4,5,0,4,3,0.571,45.00,0,0,0,0,11,0,5,0,0,0 +davidda02,2009,1,LAA,AL,0,0,4,0,0,0,0,5,3,1,0,3,0,0.375,5.40,1,0,0,0,11,1,1,0,0,0 +davieky01,2009,1,KCA,AL,8,9,22,22,1,0,0,369,122,72,18,66,86,0.265,5.27,1,10,4,0,538,0,76,3,4,13 +davisdo02,2009,1,ARI,NL,9,14,34,34,0,0,0,610,203,93,25,103,146,0.267,4.12,1,12,4,1,889,0,101,15,6,20 +daviswa01,2009,1,TBA,AL,2,2,6,6,1,1,0,109,33,15,2,13,36,0.243,3.72,1,1,0,0,150,0,19,0,0,2 +delaceu01,2009,1,SDN,NL,0,0,3,0,0,0,0,10,2,2,0,6,2,0.200,5.40,0,0,0,0,17,2,2,0,1,1 +delarjo01,2009,1,COL,NL,16,9,33,32,0,0,0,555,172,90,20,83,193,0.249,4.38,3,12,9,1,799,0,95,11,6,11 +delcama01,2009,1,BOS,AL,5,2,64,0,0,0,0,179,64,30,5,34,44,0.270,4.53,3,1,4,0,278,6,34,2,1,3 +dempsry01,2009,1,CHN,NL,11,9,31,31,1,1,0,600,196,81,22,65,172,0.260,3.65,4,11,6,0,842,0,94,10,8,17 +desseel01,2009,1,NYN,NL,0,0,28,0,0,0,0,98,24,12,5,10,14,0.211,3.31,1,1,2,0,130,8,12,2,2,2 +detwiro01,2009,1,WAS,NL,1,6,15,14,1,0,0,227,87,42,3,33,43,0.289,5.00,3,4,2,0,341,0,43,4,1,9 +dickera01,2009,1,MIN,AL,1,1,35,1,0,0,0,193,74,33,8,30,42,0.290,4.62,1,4,4,0,293,13,34,2,2,5 +difelma01,2009,1,MIL,NL,4,1,59,0,0,0,0,155,49,21,6,15,48,0.245,3.66,6,1,1,0,219,9,21,3,0,1 +dillati01,2009,1,MIL,NL,0,1,2,0,0,0,0,13,7,6,1,5,1,0.412,12.46,1,0,0,0,23,0,6,0,1,2 +dinarle01,2009,1,KCA,AL,0,3,5,5,0,0,0,64,41,24,2,15,8,0.414,10.13,0,1,1,0,117,0,28,0,2,4 +dolsifr01,2009,1,DET,AL,1,0,6,0,0,0,0,32,13,2,0,4,3,0.310,1.69,0,0,0,0,47,5,6,0,1,3 +donnebr01,2009,1,FLO,NL,3,0,30,0,0,0,2,76,22,5,1,9,25,0.239,1.78,1,1,1,1,104,9,8,2,0,3 +doteloc01,2009,1,CHA,AL,3,3,62,0,0,0,0,187,54,23,7,36,75,0.239,3.32,1,4,0,1,268,12,26,3,3,3 +downssc01,2009,1,TOR,AL,1,3,48,0,0,0,9,140,46,16,4,13,43,0.251,3.09,1,1,2,0,200,24,18,0,2,3 +duensbr01,2009,1,MIN,AL,5,2,24,9,0,0,0,252,84,34,7,31,53,0.263,3.64,1,1,3,0,359,3,37,3,2,10 +dukeza01,2009,1,PIT,NL,11,16,32,32,3,1,0,639,231,96,23,49,106,0.285,4.06,0,2,3,1,891,0,101,18,10,20 +dumatph01,2009,1,PIT,NL,0,2,15,0,0,0,0,39,13,10,4,11,7,0.250,6.92,0,0,0,0,64,2,11,0,1,0 +dunnmi01,2009,1,NYA,AL,0,0,4,0,0,0,0,12,3,3,1,5,5,0.200,6.75,0,1,0,0,20,3,3,0,0,0 +durbich01,2009,1,PHI,NL,2,2,59,0,0,0,2,209,56,34,8,47,62,0.220,4.39,2,2,7,0,314,15,38,3,3,3 +eatonad01,2009,1,BAL,AL,2,5,8,8,0,0,0,123,56,39,9,19,28,0.322,8.56,1,1,0,0,194,0,39,0,1,3 +eatonad01,2009,2,COL,NL,1,0,4,0,0,0,0,24,9,5,1,8,7,0.281,5.63,2,1,0,0,41,2,5,1,0,0 +egberja01,2009,1,CHA,AL,0,0,2,0,0,0,0,8,8,8,1,2,0,0.533,27.00,1,0,0,0,18,1,8,0,1,0 +ekstrmi01,2009,1,SDN,NL,0,0,12,0,0,0,0,55,21,13,3,8,19,0.292,6.38,0,2,1,0,83,5,14,0,2,3 +elbersc01,2009,1,LAN,NL,2,0,19,0,0,0,0,59,19,11,4,7,21,0.253,5.03,0,1,0,0,83,3,11,1,0,2 +embreal01,2009,1,COL,NL,2,2,36,0,0,0,0,74,28,16,3,12,12,0.292,5.84,2,2,1,0,111,6,18,2,0,3 +escalse01,2009,1,PHI,NL,1,0,14,0,0,0,0,41,12,7,0,5,10,0.240,4.61,1,1,3,0,60,4,7,0,2,1 +escobke01,2009,1,LAA,AL,0,1,1,1,0,0,0,15,4,2,0,4,5,0.235,3.60,0,0,1,0,23,0,2,0,1,0 +estrama01,2009,1,WAS,NL,0,1,4,1,0,0,0,22,6,5,1,4,9,0.214,6.14,0,1,0,0,33,1,6,1,0,0 +evelada01,2009,1,OAK,AL,2,4,13,9,0,0,0,132,70,35,4,26,22,0.365,7.16,1,2,0,0,221,2,39,1,2,8 +eyresc01,2009,1,PHI,NL,2,1,42,0,0,0,0,90,22,5,3,16,22,0.206,1.50,0,2,1,0,128,3,6,2,2,3 +eyrewi01,2009,1,TEX,AL,0,0,17,0,0,0,0,54,18,9,0,6,8,0.281,4.50,2,0,0,0,72,6,9,2,0,5 +farnsky01,2009,1,KCA,AL,1,5,41,0,0,0,0,112,43,19,3,14,42,0.287,4.58,2,2,1,1,168,18,22,1,2,1 +feldmsc01,2009,1,TEX,AL,17,8,34,31,0,0,0,569,178,86,18,65,113,0.250,4.08,0,5,9,2,791,0,87,1,3,21 +felicpe01,2009,1,NYN,NL,6,4,88,0,0,0,0,178,51,20,7,18,59,0.231,3.03,4,2,0,1,242,11,25,2,1,5 +felizne01,2009,1,TEX,AL,1,0,20,0,0,0,2,93,13,6,2,8,39,0.124,1.74,0,0,3,0,117,3,6,1,0,1 +fienca01,2009,1,DET,AL,0,1,9,0,0,0,0,34,13,10,2,6,9,0.289,7.94,0,0,0,0,53,5,11,0,2,1 +figaral01,2009,1,DET,AL,2,2,5,3,0,0,0,51,23,12,3,10,16,0.324,6.35,0,0,1,0,83,0,13,1,0,1 +figuene01,2009,1,NYN,NL,3,8,16,10,1,1,0,211,80,32,8,24,59,0.286,4.09,4,1,9,0,320,2,33,3,4,3 +fisheca01,2009,1,CIN,NL,1,1,39,0,0,0,0,157,50,26,4,31,48,0.262,4.47,2,6,1,0,226,17,26,2,1,6 +fistedo01,2009,1,SEA,AL,3,4,11,10,0,0,0,183,63,28,11,15,36,0.264,4.13,0,1,2,0,256,1,29,0,0,7 +florera01,2009,1,COL,NL,0,1,27,0,0,0,0,36,14,7,2,2,14,0.280,5.25,0,0,0,0,52,2,7,0,0,0 +floydga01,2009,1,CHA,AL,11,11,30,30,1,0,0,579,178,87,21,59,163,0.244,4.06,4,8,2,0,797,0,93,2,3,21 +foggjo01,2009,1,COL,NL,0,2,24,1,0,0,0,137,32,19,7,20,27,0.198,3.74,1,3,1,0,187,9,20,1,3,5 +fossuca01,2009,1,NYN,NL,0,0,3,0,0,0,0,12,4,1,0,4,3,0.267,2.25,0,0,0,0,19,0,1,0,0,1 +foxch02,2009,1,CHN,NL,0,0,2,0,0,0,0,1,2,5,0,3,0,0.667,135.00,0,1,0,0,6,0,5,0,0,0 +francfr01,2009,1,TEX,AL,2,3,51,0,0,0,25,148,40,21,6,15,57,0.214,3.83,1,3,1,0,203,42,21,0,0,1 +frankry01,2009,1,SLN,NL,4,3,62,0,0,0,38,183,49,13,2,24,44,0.220,1.92,3,1,1,0,250,54,13,0,2,4 +frasoja01,2009,1,TOR,AL,7,3,61,0,0,0,11,173,43,16,4,16,56,0.209,2.50,3,2,2,0,227,36,17,1,2,4 +frenclu01,2009,1,DET,AL,1,2,7,5,0,0,0,88,33,11,2,11,19,0.275,3.38,1,1,1,0,133,1,13,0,1,0 +frenclu01,2009,2,SEA,AL,3,3,8,7,0,0,0,114,54,28,9,17,23,0.344,6.63,0,2,1,0,179,1,32,0,4,4 +frierer01,2009,1,SDN,NL,0,0,2,0,0,0,0,6,0,0,0,1,2,0.000,0.00,0,0,0,0,7,2,0,0,0,0 +fuentbr01,2009,1,LAA,AL,1,5,65,0,0,0,48,165,53,24,6,24,46,0.254,3.93,2,1,5,0,242,57,24,2,2,4 +fulchje01,2009,1,HOU,NL,6,4,61,0,0,0,0,246,70,31,7,27,71,0.233,3.40,3,2,3,1,336,18,33,4,1,5 +gabinar01,2009,1,MIN,AL,0,0,2,1,0,0,0,11,9,7,1,5,2,0.450,17.18,0,0,0,0,25,0,7,0,0,0 +galarar01,2009,1,DET,AL,6,10,29,25,0,0,0,431,158,90,24,67,95,0.284,5.64,1,1,6,0,642,1,93,1,11,12 +gallase01,2009,1,OAK,AL,1,2,6,2,0,0,0,43,21,13,1,7,10,0.350,8.16,0,1,2,0,71,3,16,1,1,0 +gallase01,2009,2,SDN,NL,2,0,8,0,0,0,0,16,5,0,0,5,4,0.250,0.00,1,0,0,0,25,2,0,0,0,1 +gallayo01,2009,1,MIL,NL,13,12,30,30,1,0,0,557,150,77,21,94,204,0.219,3.73,5,9,5,0,793,0,78,5,3,11 +garatvi01,2009,1,WAS,NL,0,0,4,0,0,0,0,6,5,5,1,3,0,0.500,22.50,0,0,1,0,15,0,5,0,1,0 +garcifr02,2009,1,CHA,AL,3,4,9,9,0,0,0,168,56,27,4,12,37,0.259,4.34,0,2,0,0,229,0,27,0,1,5 +garcija01,2009,1,OAK,AL,1,2,46,0,0,0,0,145,61,32,6,25,35,0.303,5.96,3,5,3,0,233,15,36,1,3,3 +garlajo01,2009,1,ARI,NL,8,11,27,27,1,0,0,503,188,80,19,52,83,0.286,4.29,5,5,6,0,728,0,90,9,4,22 +garlajo01,2009,2,LAN,NL,3,2,6,6,0,0,0,109,37,11,4,9,26,0.262,2.72,2,1,0,0,154,0,16,2,2,3 +garzama01,2009,1,TBA,AL,8,12,32,32,0,0,0,609,177,89,25,79,189,0.233,3.95,0,3,11,0,861,0,93,2,8,14 +gaudich01,2009,1,SDN,NL,4,10,20,19,0,0,0,316,105,60,7,56,105,0.261,5.13,3,4,5,1,476,0,69,7,6,7 +gaudich01,2009,2,NYA,AL,2,0,11,6,0,0,0,126,41,16,7,20,34,0.252,3.43,1,3,3,0,188,4,16,0,2,1 +gearyge01,2009,1,HOU,NL,1,3,16,0,0,0,0,60,30,18,4,10,12,0.357,8.10,1,2,1,0,97,3,19,2,0,3 +geerjo01,2009,1,SDN,NL,1,7,19,17,0,0,0,308,116,68,27,23,54,0.288,5.96,0,0,4,0,438,0,73,3,5,8 +gervasa01,2009,1,HOU,NL,1,1,29,0,0,0,0,63,16,5,1,8,25,0.219,2.14,3,0,1,0,83,4,5,1,0,3 +gieseda01,2009,1,OAK,AL,0,3,7,1,0,0,0,66,22,13,5,9,11,0.262,5.32,1,0,0,0,94,2,13,0,1,2 +gloadro01,2009,1,FLO,NL,0,0,1,0,0,0,0,3,0,0,0,2,0,0.000,0.00,0,0,0,0,4,1,0,0,0,1 +gobblji01,2009,1,CHA,AL,0,0,12,0,0,0,0,36,14,10,3,7,10,0.280,7.50,1,2,2,0,59,3,10,0,0,0 +gonzaed01,2009,1,OAK,AL,0,4,26,6,0,0,0,196,76,40,4,28,39,0.292,5.51,4,4,6,0,299,10,41,2,3,5 +gonzaen01,2009,1,BOS,AL,0,0,2,0,0,0,0,11,5,2,1,2,1,0.313,4.91,0,0,0,0,18,2,2,0,0,0 +gonzagi01,2009,1,OAK,AL,6,7,20,17,0,0,0,296,113,63,14,56,109,0.288,5.75,2,2,1,0,455,0,68,2,3,10 +gonzami02,2009,1,ATL,NL,5,4,80,0,0,0,10,223,56,20,7,33,90,0.209,2.42,8,5,7,0,315,29,28,6,1,6 +gordoto01,2009,1,ARI,NL,0,1,3,0,0,0,0,5,3,4,0,3,0,0.429,21.60,0,2,0,0,10,1,4,0,0,0 +gorzeto01,2009,1,PIT,NL,3,1,9,0,0,0,0,26,6,5,0,4,7,0.194,5.19,0,0,0,0,36,2,5,1,0,0 +gorzeto01,2009,2,CHN,NL,4,2,13,7,0,0,0,115,39,24,6,13,40,0.262,5.63,0,1,1,0,168,0,25,2,3,2 +goslimi01,2009,1,CLE,AL,0,0,15,0,0,0,0,75,30,14,5,11,13,0.291,5.04,1,0,0,0,114,7,15,0,0,3 +grabojo02,2009,1,PIT,NL,3,0,45,0,0,0,0,142,43,18,4,28,41,0.246,3.42,2,0,2,0,209,4,19,1,3,5 +grabojo02,2009,2,CHN,NL,0,0,30,0,0,0,0,75,19,9,1,12,16,0.209,3.24,1,1,1,0,105,8,9,0,1,3 +grayje02,2009,1,OAK,AL,0,1,24,0,0,0,0,79,30,11,3,4,19,0.278,3.76,1,0,2,0,116,11,12,2,0,2 +greenni01,2009,1,BOS,AL,0,0,1,0,0,0,0,6,0,0,0,3,0,0.000,0.00,0,0,0,0,9,1,0,0,0,0 +greense01,2009,1,NYN,NL,1,4,79,0,0,0,1,209,64,35,5,36,54,0.240,4.52,5,8,9,1,316,19,37,4,0,7 +gregelu01,2009,1,SDN,NL,2,4,72,0,0,0,1,225,62,27,3,31,93,0.221,3.24,9,4,3,0,318,7,29,3,1,5 +greggke01,2009,1,CHN,NL,5,6,72,0,0,0,23,206,60,36,13,30,71,0.229,4.72,2,7,3,0,298,51,38,0,3,5 +greinza01,2009,1,KCA,AL,16,8,33,33,6,3,0,688,195,55,11,51,242,0.230,2.16,0,5,4,0,915,0,64,8,3,17 +grillja01,2009,1,COL,NL,0,1,22,0,0,0,1,58,29,13,2,13,22,0.345,6.05,2,2,0,0,99,6,13,1,1,1 +grillja01,2009,2,TEX,AL,2,2,30,0,0,0,0,79,21,14,2,14,27,0.216,4.78,0,0,1,0,113,5,14,1,0,1 +guarded01,2009,1,TEX,AL,1,2,48,0,0,0,0,115,39,19,8,15,20,0.267,4.46,1,1,2,0,166,11,21,3,0,4 +guerrma02,2009,1,MIN,AL,5,1,79,0,0,0,1,229,58,20,10,16,47,0.207,2.36,2,6,4,0,304,15,23,3,1,5 +guthrje01,2009,1,BAL,AL,10,17,33,33,1,0,0,600,224,112,35,60,110,0.281,5.04,1,1,9,1,874,0,120,1,8,17 +gutieju01,2009,1,ARI,NL,4,3,65,0,0,0,9,213,67,32,2,30,66,0.250,4.06,5,5,3,0,307,21,33,2,4,5 +guzmaan01,2009,1,CHN,NL,3,3,55,0,0,0,1,183,41,20,8,23,47,0.192,2.95,4,1,1,0,245,14,20,5,2,4 +hackeer01,2009,1,PIT,NL,0,0,3,0,0,0,0,9,4,2,0,2,1,0.333,6.00,0,0,0,0,14,2,2,0,0,1 +haegech01,2009,1,LAN,NL,1,1,6,3,0,0,0,57,13,7,4,7,15,0.188,3.32,0,0,2,0,79,2,7,1,0,0 +hallaro01,2009,1,TOR,AL,17,10,32,32,9,4,0,717,234,74,22,35,208,0.256,2.79,0,2,5,0,963,0,82,1,9,21 +hamelco01,2009,1,PHI,NL,10,11,32,32,2,2,0,581,206,93,24,43,168,0.273,4.32,4,1,5,0,814,0,95,7,5,11 +hammeja01,2009,1,COL,NL,10,8,34,30,1,0,0,530,203,85,17,42,133,0.290,4.33,6,4,9,0,771,0,94,10,9,9 +hamptmi01,2009,1,HOU,NL,7,10,21,21,0,0,0,336,128,66,13,46,74,0.298,5.30,6,1,2,0,494,0,71,11,5,13 +hanrajo01,2009,1,WAS,NL,1,3,34,0,0,0,5,98,50,28,3,14,35,0.342,7.71,0,6,2,1,163,23,28,0,1,0 +hanrajo01,2009,2,PIT,NL,0,1,33,0,0,0,0,94,23,6,0,20,37,0.204,1.72,1,5,1,0,134,7,12,0,0,2 +hansecr01,2009,1,PIT,NL,0,0,5,0,0,0,0,19,6,4,1,4,5,0.240,5.68,0,0,1,0,30,1,4,0,0,0 +hansoto01,2009,1,ATL,NL,11,4,21,21,0,0,0,383,105,41,10,46,116,0.225,2.89,1,2,5,0,522,0,42,4,1,13 +happja01,2009,1,PHI,NL,12,4,35,23,3,2,0,498,149,54,20,56,119,0.244,2.93,2,2,5,0,685,4,55,7,6,16 +haranaa01,2009,1,CIN,NL,6,14,26,26,2,1,0,487,186,76,24,43,142,0.287,4.21,6,6,4,0,703,0,82,6,2,11 +harderi01,2009,1,CHN,NL,9,9,26,26,0,0,0,423,122,64,23,67,171,0.234,4.09,5,7,6,0,609,0,74,12,3,9 +harenda01,2009,1,ARI,NL,14,10,33,33,3,1,0,688,192,80,27,38,223,0.224,3.14,2,13,4,0,909,0,83,8,3,12 +harrima01,2009,1,TEX,AL,4,5,11,11,2,1,0,190,81,43,9,23,34,0.316,6.11,0,0,2,0,283,0,43,1,1,8 +hartke01,2009,1,CHN,NL,3,1,8,4,0,0,0,83,23,8,3,18,13,0.242,2.60,1,0,2,0,120,3,8,2,3,5 +hartke01,2009,2,PIT,NL,1,8,10,10,0,0,0,160,74,41,8,26,39,0.333,6.92,2,4,2,0,254,0,47,1,3,8 +hawkila01,2009,1,HOU,NL,1,4,65,0,0,0,11,190,60,15,7,16,45,0.253,2.13,2,2,2,0,259,34,16,2,2,7 +hawksbl01,2009,1,SLN,NL,4,0,30,0,0,0,0,120,29,9,2,15,20,0.209,2.03,3,0,1,0,160,10,10,4,1,5 +hayhudi01,2009,1,TOR,AL,0,0,15,0,0,0,0,68,23,7,2,9,13,0.274,2.78,2,1,2,0,97,5,7,0,2,2 +heilmaa01,2009,1,CHN,NL,4,4,70,0,0,0,1,217,68,33,9,34,65,0.257,4.11,4,4,1,0,313,11,34,9,4,7 +hendrma01,2009,1,BAL,AL,6,5,53,11,0,0,1,315,116,51,16,33,61,0.280,4.37,4,2,2,1,457,12,59,2,5,8 +hennse01,2009,1,MIN,AL,0,3,14,0,0,0,0,34,9,9,2,8,9,0.225,7.15,1,0,1,0,50,3,9,0,1,1 +hennse01,2009,2,BAL,AL,0,0,6,0,0,0,0,9,6,3,0,4,6,0.400,9.00,0,1,0,0,19,0,3,0,0,0 +hergema01,2009,1,CLE,AL,2,1,21,0,0,0,0,76,24,10,3,6,18,0.240,3.55,0,0,0,0,107,6,10,1,0,2 +hergema01,2009,2,COL,NL,1,0,9,0,0,0,0,28,10,3,2,2,8,0.263,2.89,0,0,0,0,40,5,4,0,0,1 +hernada01,2009,1,BAL,AL,4,10,20,19,0,0,0,304,118,61,27,46,68,0.288,5.42,0,3,1,0,462,0,62,2,3,5 +hernafe02,2009,1,SEA,AL,19,5,34,34,2,1,0,716,200,66,15,71,217,0.227,2.49,0,17,8,1,977,0,81,6,11,20 +hernali01,2009,1,NYN,NL,7,8,23,23,1,0,0,405,164,82,16,51,75,0.312,5.47,3,1,1,0,593,0,83,8,8,18 +hernali01,2009,2,WAS,NL,2,4,8,8,1,0,0,146,56,29,3,16,27,0.295,5.36,2,0,0,0,213,0,29,5,2,6 +herreda01,2009,1,CIN,NL,4,4,70,0,0,0,0,185,63,21,5,24,44,0.276,3.06,2,1,2,0,262,13,30,3,5,10 +hillri01,2009,1,BAL,AL,3,3,14,13,0,0,0,173,68,50,7,40,46,0.296,7.80,2,1,1,1,275,0,53,2,2,5 +hillsh01,2009,1,SDN,NL,1,1,3,3,0,0,0,36,15,7,1,3,7,0.306,5.25,0,0,1,0,56,0,7,2,1,1 +hinckmi01,2009,1,WAS,NL,0,0,14,0,0,0,0,29,8,5,1,11,3,0.258,4.66,0,1,1,0,44,1,5,1,0,2 +hinshal01,2009,1,SFN,NL,0,0,9,0,0,0,0,18,10,8,2,7,2,0.385,12.00,0,1,0,0,33,3,8,0,0,1 +hochelu01,2009,1,KCA,AL,7,13,25,25,2,1,0,429,167,104,23,46,106,0.290,6.55,0,9,8,0,631,0,109,2,0,16 +hoffmtr01,2009,1,MIL,NL,3,2,55,0,0,0,37,162,35,11,2,14,48,0.183,1.83,2,2,1,0,210,46,11,2,2,3 +hollade01,2009,1,TEX,AL,8,13,33,21,1,1,0,415,160,94,26,47,107,0.288,6.12,0,3,4,3,611,0,98,2,3,13 +howeljp01,2009,1,TBA,AL,7,5,69,0,0,0,17,200,47,21,7,33,79,0.197,2.84,3,3,3,1,278,41,22,2,1,5 +howrybo01,2009,1,SFN,NL,2,6,63,0,0,0,0,191,50,24,5,23,46,0.214,3.39,6,4,2,0,268,20,26,3,6,2 +hudsoda01,2009,1,CHA,AL,1,1,6,2,0,0,0,56,16,7,3,9,14,0.225,3.38,0,1,1,0,82,1,9,0,1,0 +hudsoti01,2009,1,ATL,NL,2,1,7,7,0,0,0,127,49,17,4,13,30,0.295,3.61,0,0,0,0,180,0,17,1,0,5 +huffda01,2009,1,CLE,AL,11,8,23,23,0,0,0,385,159,80,16,41,65,0.301,5.61,1,1,1,0,574,0,82,2,2,13 +hughedu01,2009,1,KCA,AL,0,2,8,1,0,0,0,42,13,8,2,8,15,0.245,5.14,0,1,2,0,63,0,9,0,0,2 +hugheph01,2009,1,NYA,AL,8,3,51,7,0,0,3,258,68,29,8,28,96,0.217,3.03,1,4,5,2,351,6,31,0,4,6 +humbeph01,2009,1,MIN,AL,0,0,8,0,0,0,0,27,17,8,1,9,9,0.415,8.00,2,1,0,0,50,3,8,0,0,2 +hunteto02,2009,1,TEX,AL,9,6,19,19,1,0,0,336,113,51,13,33,64,0.259,4.10,2,6,2,1,475,0,55,2,1,9 +isrinja01,2009,1,TBA,AL,0,1,9,0,0,0,0,24,6,2,0,5,6,0.200,2.25,0,1,2,0,37,4,2,0,0,1 +jacksed01,2009,1,DET,AL,13,9,33,33,1,0,0,642,200,86,27,70,161,0.247,3.62,3,6,5,0,890,0,93,4,2,17 +jacksst01,2009,1,PIT,NL,2,3,40,0,0,0,0,129,38,15,2,22,21,0.236,3.14,3,3,0,0,186,10,20,1,2,3 +jacksza01,2009,1,CLE,AL,0,0,3,1,0,0,0,26,14,9,2,4,10,0.350,9.35,0,0,2,0,47,0,10,0,1,0 +jakubch01,2009,1,SEA,AL,6,7,35,8,1,0,0,279,91,55,15,27,47,0.254,5.32,3,8,2,1,390,6,60,0,3,7 +janispa01,2009,1,CIN,NL,0,0,2,0,0,0,0,6,9,11,2,2,3,0.600,49.50,0,0,0,0,17,2,11,0,0,0 +janssca01,2009,1,TOR,AL,2,4,21,5,0,0,1,120,59,26,5,14,24,0.341,5.85,1,1,2,0,192,5,29,1,2,6 +jenksbo01,2009,1,CHA,AL,3,4,52,0,0,0,29,160,52,22,9,16,49,0.250,3.71,1,0,2,0,228,46,24,0,2,4 +jennija01,2009,1,TEX,AL,2,4,44,0,0,0,1,183,67,28,7,28,44,0.286,4.13,3,3,2,0,272,8,31,3,5,7 +jepseke01,2009,1,LAA,AL,6,4,54,0,0,0,1,164,63,30,2,19,48,0.292,4.94,2,6,0,0,237,13,33,0,2,6 +jimenub01,2009,1,COL,NL,15,12,33,33,1,0,0,654,183,84,13,85,198,0.229,3.47,6,8,10,3,914,0,87,15,6,15 +joaquwa01,2009,1,SFN,NL,0,0,10,0,0,0,0,32,10,5,1,7,12,0.238,4.22,0,3,2,0,51,4,5,0,0,0 +johnsji04,2009,1,BAL,AL,4,6,64,0,0,0,10,210,73,32,8,23,49,0.270,4.11,3,2,3,1,300,29,32,2,2,11 +johnsjo09,2009,1,FLO,NL,15,5,33,33,2,0,0,627,184,75,14,58,191,0.237,3.23,6,10,6,0,855,0,77,11,4,17 +johnsra05,2009,1,SFN,NL,8,6,22,17,0,0,0,288,97,52,19,31,86,0.262,4.88,2,5,2,1,412,2,55,8,1,8 +joneshu01,2009,1,BOS,AL,0,0,11,0,0,0,0,38,16,13,3,7,9,0.302,9.24,1,2,1,0,63,1,13,1,1,0 +juliojo01,2009,1,MIL,NL,1,1,15,0,0,0,0,52,15,15,2,15,13,0.217,7.79,0,5,4,0,88,7,17,0,0,0 +jurrjja01,2009,1,ATL,NL,14,10,34,34,0,0,0,645,186,62,15,75,152,0.237,2.60,1,3,3,2,884,0,71,16,4,16 +karstje01,2009,1,PIT,NL,4,6,39,13,0,0,0,324,115,65,12,45,52,0.279,5.42,5,1,2,0,471,8,66,6,6,9 +kawakke01,2009,1,ATL,NL,7,12,32,25,0,0,1,469,153,67,15,57,105,0.260,3.86,6,8,6,1,669,3,73,10,7,12 +kazmisc01,2009,1,TBA,AL,8,7,20,20,0,0,0,333,121,73,15,50,91,0.273,5.92,0,10,5,0,504,0,77,1,4,7 +kazmisc01,2009,2,LAA,AL,2,2,6,6,0,0,0,109,28,7,1,10,26,0.212,1.73,0,3,1,0,143,0,8,0,0,5 +kellesh01,2009,1,SEA,AL,5,4,41,0,0,0,0,138,45,23,9,9,41,0.257,4.50,1,2,3,1,191,12,23,2,2,4 +kendrky01,2009,1,PHI,NL,3,1,9,2,0,0,0,79,27,10,1,9,15,0.273,3.42,0,0,1,1,112,2,11,1,2,6 +kenneia01,2009,1,NYA,AL,0,0,1,0,0,0,0,3,0,0,0,2,1,0.000,0.00,0,0,1,0,6,0,0,0,0,0 +kensilo01,2009,1,FLO,NL,0,1,6,0,0,0,0,22,14,8,1,5,7,0.412,9.82,0,2,0,1,40,2,8,1,0,1 +kensilo01,2009,2,WAS,NL,1,1,26,0,0,0,1,84,40,27,7,12,12,0.342,8.68,1,2,0,0,132,10,27,2,1,4 +keppebo01,2009,1,MIN,AL,1,1,37,0,0,0,0,162,63,29,4,21,32,0.297,4.83,2,2,5,0,242,8,30,1,3,3 +kershcl01,2009,1,LAN,NL,8,8,31,30,0,0,0,513,119,53,7,91,185,0.200,2.79,4,11,1,2,701,1,55,11,2,12 +kilbybr01,2009,1,OAK,AL,1,0,11,1,0,0,0,51,10,1,1,4,20,0.164,0.53,0,0,0,0,65,1,2,0,0,0 +kinnejo01,2009,1,SLN,NL,1,0,17,0,0,0,0,46,23,15,2,11,8,0.343,8.80,1,0,2,0,81,3,15,1,0,0 +kobayma01,2009,1,CLE,AL,0,0,10,0,0,0,0,29,12,9,2,4,4,0.300,8.38,0,1,1,0,45,5,9,0,0,2 +korecbo01,2009,1,ARI,NL,0,0,5,0,0,0,0,18,11,9,0,4,3,0.423,13.50,0,3,0,0,32,0,9,1,1,1 +koronjo01,2009,1,FLO,NL,0,2,2,2,0,0,0,22,11,9,4,7,4,0.344,11.05,0,0,0,0,41,0,11,2,0,1 +kuoho01,2009,1,LAN,NL,2,0,35,0,0,0,0,90,21,10,2,13,32,0.198,3.00,2,5,2,0,124,2,10,3,0,1 +kurodhi01,2009,1,LAN,NL,8,7,21,20,0,0,0,352,110,49,12,24,87,0.243,3.76,1,5,1,0,485,0,59,7,1,8 +lackejo01,2009,1,LAA,AL,11,8,27,27,1,1,0,529,177,75,17,47,139,0.263,3.83,1,6,9,0,748,0,84,9,10,17 +laffeaa01,2009,1,CLE,AL,7,9,25,19,0,0,1,365,140,60,9,57,59,0.294,4.44,1,1,2,1,539,3,69,0,4,26 +lambech01,2009,1,DET,AL,0,1,2,0,0,0,0,20,12,11,3,6,4,0.400,14.85,0,0,0,0,36,0,11,0,0,1 +lambech01,2009,2,BAL,AL,0,0,4,0,0,0,0,17,8,3,2,1,7,0.320,4.76,0,1,0,0,26,2,3,0,0,0 +lannajo01,2009,1,WAS,NL,9,13,33,33,2,1,0,619,210,89,22,68,89,0.266,3.88,5,3,6,0,875,0,100,12,1,28 +latosma01,2009,1,SDN,NL,4,5,10,10,0,0,0,152,43,26,7,23,39,0.232,4.62,1,0,0,2,212,0,29,3,1,3 +leachbr01,2009,1,LAN,NL,2,0,38,0,0,0,0,61,16,13,3,12,19,0.213,5.75,3,5,1,0,88,6,13,0,0,2 +leagubr01,2009,1,TOR,AL,3,6,67,0,0,0,0,224,72,38,8,21,76,0.257,4.58,2,9,7,0,313,18,40,5,0,12 +leblawa01,2009,1,SDN,NL,3,1,9,9,0,0,0,139,35,19,6,19,30,0.210,3.69,1,0,4,0,194,0,19,3,1,3 +ledezwi01,2009,1,WAS,NL,0,0,5,0,0,0,0,17,8,6,1,4,8,0.333,9.53,0,1,0,0,30,2,7,0,2,0 +leecl02,2009,1,CLE,AL,7,9,22,22,3,1,0,456,165,53,10,33,107,0.278,3.14,1,6,3,0,641,0,53,6,5,10 +leecl02,2009,2,PHI,NL,7,4,12,12,3,1,0,239,80,30,7,10,74,0.261,3.39,0,1,2,0,328,0,35,5,4,4 +lehrju01,2009,1,CIN,NL,5,3,11,11,1,1,0,196,72,39,14,28,33,0.286,5.37,1,3,3,0,286,0,39,1,2,5 +lerewan01,2009,1,KCA,AL,0,1,3,2,0,0,0,40,14,6,4,8,7,0.264,4.05,0,0,0,0,62,0,8,0,1,2 +lerouch01,2009,1,FLO,NL,0,0,5,0,0,0,0,20,11,8,0,4,2,0.355,10.80,0,0,0,0,35,3,8,0,0,0 +lestejo01,2009,1,BOS,AL,15,8,32,32,2,0,0,610,186,77,20,64,225,0.242,3.41,0,6,3,0,843,0,80,2,6,14 +lewisje01,2009,1,CLE,AL,2,4,47,0,0,0,1,199,62,34,13,29,62,0.249,4.61,3,2,2,1,285,15,37,3,2,5 +lewissc02,2009,1,CLE,AL,0,0,1,1,0,0,0,13,7,4,2,1,3,0.368,8.31,0,0,0,0,20,0,4,0,0,0 +lidgebr01,2009,1,PHI,NL,0,8,67,0,0,0,31,176,72,47,11,34,61,0.301,7.21,3,4,5,0,283,55,51,4,1,4 +lillyte01,2009,1,CHN,NL,12,9,27,27,0,0,0,531,151,61,22,36,151,0.230,3.10,2,3,2,3,706,0,66,9,3,14 +linceti01,2009,1,SFN,NL,15,7,32,32,4,2,0,676,168,62,10,68,261,0.206,2.48,2,11,6,0,905,0,69,12,5,9 +lincomi01,2009,1,CIN,NL,1,1,19,0,0,0,0,69,29,21,7,19,9,0.326,8.22,2,1,4,0,115,8,21,3,0,3 +lindsma01,2009,1,FLO,NL,2,1,54,0,0,0,15,142,54,31,5,24,39,0.281,5.89,2,0,2,1,219,32,35,1,0,4 +linebsc01,2009,1,CHA,AL,3,7,57,0,0,0,2,168,70,29,9,23,55,0.304,4.66,6,5,3,0,259,24,34,0,3,3 +liriafr01,2009,1,MIN,AL,5,13,29,24,0,0,0,410,147,88,21,65,122,0.279,5.80,0,5,6,1,609,2,93,5,6,11 +litscje01,2009,1,TOR,AL,0,1,2,2,0,0,0,27,14,9,4,1,8,0.350,9.00,0,0,1,0,42,0,9,0,0,0 +lizra01,2009,1,BAL,AL,0,0,2,0,0,0,0,4,8,10,1,2,1,0.667,67.50,0,0,2,0,16,0,10,0,0,0 +loganbo02,2009,1,ATL,NL,1,1,20,0,0,0,0,52,21,10,1,9,10,0.292,5.19,3,0,1,0,82,7,12,0,0,2 +lohseky01,2009,1,SLN,NL,6,10,23,22,1,1,0,353,125,62,16,36,77,0.269,4.74,2,3,3,1,512,0,69,3,5,6 +loopebr01,2009,1,MIL,NL,14,7,34,34,0,0,0,584,226,113,39,64,100,0.289,5.22,6,5,5,0,866,0,123,9,7,19 +lopezar02,2009,1,SDN,NL,0,0,4,0,0,0,0,7,7,5,2,3,0,0.538,19.29,0,0,1,0,17,2,5,0,0,1 +lopezja02,2009,1,BOS,AL,0,2,14,0,0,0,0,35,20,12,1,9,5,0.392,9.26,0,1,2,0,64,5,13,1,1,1 +lopezro01,2009,1,PHI,NL,3,1,7,5,0,0,0,90,42,19,3,11,19,0.339,5.70,1,0,0,0,137,0,24,0,2,5 +lopezwi01,2009,1,HOU,NL,0,2,8,2,0,0,0,58,32,18,4,8,9,0.386,8.38,0,1,1,0,97,0,21,3,2,1 +loretma01,2009,1,LAN,NL,0,0,1,0,0,0,0,1,0,0,0,0,0,0.000,0.00,0,0,1,0,2,1,0,0,0,0 +louxsh01,2009,1,LAA,AL,2,3,18,6,0,0,0,175,84,38,4,19,19,0.343,5.86,0,3,4,0,271,7,42,0,3,8 +lowede01,2009,1,ATL,NL,15,10,34,34,0,0,0,584,232,101,16,63,111,0.301,4.67,7,4,4,2,855,0,109,11,6,28 +lowema01,2009,1,SEA,AL,2,7,75,0,0,0,3,240,71,29,7,29,69,0.232,3.26,1,4,0,0,339,18,39,0,4,5 +lyonbr01,2009,1,DET,AL,6,5,65,0,0,0,3,236,56,25,7,31,57,0.205,2.86,9,3,2,0,314,27,25,5,3,7 +macdomi01,2009,1,CHA,AL,0,0,5,0,0,0,0,13,7,6,0,7,3,0.389,12.46,0,3,0,0,25,1,6,0,0,2 +macdomi01,2009,2,WAS,NL,1,1,52,0,0,0,20,150,45,20,3,31,31,0.247,3.60,3,7,3,0,221,40,25,2,3,10 +madriwa01,2009,1,TEX,AL,0,0,13,0,0,0,0,38,18,14,2,12,5,0.333,9.95,1,2,1,0,67,6,14,0,0,1 +madsory01,2009,1,PHI,NL,5,5,79,0,0,0,10,232,73,28,7,22,78,0.251,3.26,3,1,3,0,320,28,29,3,1,8 +mahayro01,2009,1,KCA,AL,1,1,41,0,0,0,0,124,55,22,9,19,34,0.313,4.79,1,4,2,0,200,11,26,1,2,4 +mahayro01,2009,2,MIN,AL,1,0,16,0,0,0,0,27,7,2,1,3,8,0.206,2.00,1,1,2,0,39,0,3,0,0,0 +maholpa01,2009,1,PIT,NL,8,9,31,31,0,0,0,584,221,96,14,60,119,0.290,4.44,4,11,6,1,836,0,102,7,1,28 +mainejo01,2009,1,NYN,NL,7,6,15,15,0,0,0,244,67,40,8,38,55,0.224,4.43,2,5,4,0,349,0,42,6,2,2 +malonma02,2009,1,CIN,NL,2,4,7,7,0,0,0,122,43,22,9,8,28,0.281,4.87,1,0,3,0,170,0,22,2,4,3 +manshje01,2009,1,MIN,AL,1,1,11,5,0,0,0,95,39,20,4,15,21,0.310,5.68,0,2,1,0,146,1,21,1,3,2 +manuero01,2009,1,CIN,NL,0,0,3,0,0,0,0,13,5,0,0,1,2,0.294,0.00,0,0,0,0,18,1,0,0,0,0 +marmoca01,2009,1,CHN,NL,2,4,79,0,0,0,15,222,43,28,2,65,93,0.170,3.41,3,6,12,1,335,29,29,4,1,7 +marquja01,2009,1,COL,NL,15,13,33,33,2,1,0,648,218,97,15,80,115,0.267,4.04,6,6,4,1,921,0,104,10,10,28 +marshja01,2009,1,OAK,AL,0,2,10,0,0,0,0,22,13,12,1,0,1,0.406,14.73,0,0,1,0,35,2,12,2,0,1 +marshse01,2009,1,CHN,NL,3,7,55,9,1,0,0,256,91,41,10,32,68,0.274,4.32,4,2,1,0,373,10,43,7,1,6 +marteda01,2009,1,NYA,AL,1,3,21,0,0,0,0,40,15,14,3,6,13,0.278,9.45,1,0,1,0,62,6,14,1,0,1 +martevi01,2009,1,KCA,AL,0,0,8,0,0,0,0,36,13,11,2,12,7,0.283,8.25,1,1,0,0,58,4,12,0,0,1 +martica03,2009,1,FLO,NL,0,0,2,0,0,0,0,7,3,1,1,2,2,0.300,3.86,0,0,1,0,13,0,1,0,0,0 +marticr01,2009,1,FLO,NL,1,1,15,0,0,0,0,79,27,15,2,8,18,0.262,5.13,1,1,0,0,112,4,16,1,0,2 +martijd01,2009,1,WAS,NL,5,4,15,15,0,0,0,231,85,38,14,24,37,0.279,4.44,4,0,6,0,341,0,40,4,2,3 +martijo07,2009,1,SFN,NL,3,2,9,5,0,0,0,90,46,25,4,12,19,0.351,7.50,2,0,1,0,148,1,27,2,2,2 +martipe02,2009,1,PHI,NL,5,1,9,9,0,0,0,134,48,18,7,8,37,0.273,3.63,0,0,4,0,191,0,18,2,1,1 +martish01,2009,1,WAS,NL,5,3,15,15,1,0,0,257,83,50,11,39,34,0.255,5.25,3,3,4,0,377,0,52,5,3,5 +masseni01,2009,1,CIN,NL,5,1,74,0,0,0,0,228,54,20,6,24,70,0.203,2.37,0,6,0,0,292,15,22,1,1,11 +masteju01,2009,1,BOS,AL,3,3,31,6,0,0,0,216,72,36,7,25,67,0.271,4.50,2,3,6,0,312,4,38,9,6,5 +masteju01,2009,2,CLE,AL,1,7,11,10,1,0,0,172,56,29,5,35,52,0.258,4.55,1,2,2,0,256,0,35,1,1,10 +mathido01,2009,1,TEX,AL,0,1,24,2,0,0,1,128,39,15,4,10,25,0.244,3.16,0,0,2,0,172,13,17,0,0,7 +matosos01,2009,1,SFN,NL,0,0,5,0,0,0,0,18,11,6,2,1,5,0.367,9.00,0,0,0,0,31,2,7,0,0,0 +matsuda01,2009,1,BOS,AL,4,6,12,12,0,0,0,178,81,38,10,30,54,0.325,5.76,1,8,2,0,283,0,38,1,1,4 +matusbr01,2009,1,BAL,AL,5,2,8,8,0,0,0,134,52,23,6,14,38,0.292,4.63,0,0,0,0,196,0,24,2,2,3 +mazzavi01,2009,1,OAK,AL,4,9,17,17,0,0,0,274,120,54,12,39,59,0.319,5.32,3,5,4,0,423,0,61,1,3,7 +mccarbr01,2009,1,TEX,AL,7,4,17,17,1,1,0,292,96,50,13,36,65,0.255,4.62,0,0,3,0,420,0,55,0,5,5 +mccleky01,2009,1,SLN,NL,4,4,66,0,0,0,3,200,56,25,4,34,51,0.229,3.38,2,4,2,0,288,14,27,5,2,8 +mccluse01,2009,1,MIL,NL,3,3,41,2,0,0,0,186,62,34,11,39,40,0.267,4.94,1,3,1,0,278,8,34,3,3,7 +mccrobo01,2009,1,BAL,AL,0,0,7,0,0,0,0,22,17,14,3,10,4,0.447,17.18,0,1,0,0,49,2,19,0,1,1 +mccutda01,2009,1,PIT,NL,1,2,6,6,0,0,0,109,38,17,6,11,19,0.271,4.21,2,0,1,0,155,0,17,3,0,1 +mcdonja03,2009,1,LAN,NL,5,5,45,4,0,0,0,189,60,28,6,34,54,0.254,4.00,5,4,5,0,280,10,34,2,3,5 +mechegi01,2009,1,KCA,AL,6,10,23,23,1,1,0,387,144,73,17,58,95,0.281,5.09,0,7,3,0,581,0,81,1,6,13 +meddebr01,2009,1,SFN,NL,5,1,61,0,0,0,1,206,63,23,6,32,58,0.248,3.01,5,2,3,0,300,11,26,5,6,3 +medlekr01,2009,1,ATL,NL,3,5,37,4,0,0,0,203,65,32,5,30,72,0.256,4.26,2,3,2,1,294,10,34,6,2,5 +meekev01,2009,1,PIT,NL,1,1,41,0,0,0,0,141,34,18,2,29,42,0.209,3.45,2,5,0,0,195,14,18,2,1,6 +melanma01,2009,1,NYA,AL,0,1,13,0,0,0,0,49,13,7,0,10,10,0.217,3.86,0,3,4,0,74,4,8,0,0,2 +meloajo01,2009,1,OAK,AL,0,0,6,0,0,0,0,25,3,0,0,2,11,0.111,0.00,0,0,0,0,29,2,1,0,0,0 +mendolu01,2009,1,TEX,AL,0,0,1,0,0,0,0,3,2,4,1,1,0,0.400,36.00,0,0,1,0,7,0,4,0,0,0 +meredcl01,2009,1,SDN,NL,4,2,35,0,0,0,0,110,47,17,1,13,20,0.324,4.17,4,3,2,0,165,13,19,2,3,7 +meredcl01,2009,2,BAL,AL,0,0,29,0,0,0,0,86,26,12,3,12,17,0.252,3.77,4,0,2,0,118,12,12,1,0,4 +messera01,2009,1,SEA,AL,0,1,12,0,0,0,0,31,13,5,3,0,5,0.302,4.35,0,1,0,0,43,7,5,0,0,1 +meyerda02,2009,1,FLO,NL,3,2,71,0,0,0,2,175,47,20,7,21,56,0.219,3.09,2,2,1,0,242,8,24,3,2,4 +mickoka01,2009,1,BAL,AL,0,2,11,0,0,0,0,41,11,4,0,7,14,0.220,2.63,1,0,0,0,59,7,4,0,2,0 +mijarjo01,2009,1,MIN,AL,2,2,71,0,0,0,0,185,50,16,7,23,55,0.224,2.34,1,0,2,0,253,12,17,2,3,5 +millean01,2009,1,FLO,NL,3,5,20,14,0,0,0,240,85,43,7,43,59,0.273,4.84,1,10,2,0,366,1,52,6,4,6 +milleju01,2009,1,SFN,NL,3,3,44,0,0,0,0,170,47,20,7,27,36,0.236,3.18,2,3,1,0,236,6,20,4,5,5 +milletr02,2009,1,SLN,NL,4,1,70,0,0,0,0,131,31,10,5,11,46,0.197,2.06,1,1,2,0,173,9,11,2,1,2 +millsbr02,2009,1,TOR,AL,0,1,2,2,0,0,0,23,14,12,4,6,9,0.400,14.09,0,0,0,0,42,0,12,0,1,0 +millwke01,2009,1,TEX,AL,13,10,31,31,3,0,0,596,195,81,26,71,123,0.257,3.67,0,8,11,0,850,0,88,4,5,19 +miltoer01,2009,1,LAN,NL,2,1,5,5,0,0,0,71,30,10,2,6,20,0.303,3.80,0,0,2,0,108,0,12,1,0,0 +minerza01,2009,1,DET,AL,7,5,51,5,0,0,1,277,101,44,11,45,62,0.281,4.29,1,2,2,0,409,9,49,2,1,14 +mischpa01,2009,1,SFN,NL,0,0,4,0,0,0,0,10,6,4,0,3,0,0.375,10.80,0,0,0,0,19,2,4,0,0,0 +mischpa01,2009,2,NYN,NL,3,4,22,7,1,1,0,177,62,27,9,19,23,0.278,4.12,2,1,2,0,251,0,27,6,1,4 +mitrese01,2009,1,NYA,AL,3,3,12,9,0,0,0,155,71,39,10,13,32,0.321,6.79,0,3,3,0,241,2,45,0,4,6 +mockga01,2009,1,WAS,NL,3,10,28,15,0,0,0,274,114,57,9,44,72,0.308,5.62,3,10,1,0,422,1,65,4,3,11 +moehlbr01,2009,1,HOU,NL,8,12,29,29,1,0,0,464,187,94,21,51,91,0.298,5.47,12,4,4,0,694,0,101,9,3,16 +moralfr01,2009,1,COL,NL,3,2,40,2,0,0,7,120,38,20,4,23,41,0.250,4.50,4,2,1,0,179,14,22,3,0,3 +morened01,2009,1,SDN,NL,1,3,19,0,0,0,0,67,28,12,3,15,15,0.311,4.84,3,0,2,0,108,5,13,1,0,1 +morilju01,2009,1,MIN,AL,0,0,3,0,0,0,0,6,3,5,1,3,1,0.333,22.50,0,0,0,0,12,2,5,0,0,0 +morrobr01,2009,1,SEA,AL,2,4,26,10,0,0,6,209,66,34,10,44,63,0.248,4.39,1,3,0,0,313,9,38,1,2,5 +mortecl01,2009,1,SLN,NL,0,0,1,0,0,0,0,9,5,2,1,1,2,0.417,6.00,0,0,1,0,16,1,6,1,1,1 +mortecl01,2009,2,OAK,AL,2,4,6,6,0,0,0,83,37,24,5,12,11,0.319,7.81,0,1,2,0,133,0,28,0,3,1 +mortoch02,2009,1,PIT,NL,5,9,18,18,1,1,0,291,102,49,7,40,62,0.276,4.55,0,4,5,0,416,0,49,1,1,13 +moscogu01,2009,1,TEX,AL,0,0,10,0,0,0,0,42,15,5,1,6,12,0.268,3.21,0,4,1,0,64,6,7,0,1,1 +mosebro01,2009,1,LAA,AL,0,0,3,0,0,0,0,7,4,2,0,3,2,0.364,7.71,0,1,1,0,15,1,3,0,0,0 +moseldu01,2009,1,LAA,AL,1,0,3,3,0,0,0,44,20,7,3,3,8,0.323,4.30,1,0,0,0,65,0,8,0,0,1 +motagu01,2009,1,LAN,NL,3,4,61,0,0,0,0,196,53,25,6,24,39,0.224,3.44,8,3,5,0,273,27,25,3,4,5 +motteja01,2009,1,SLN,NL,4,4,69,0,0,0,0,170,57,30,10,23,54,0.264,4.76,1,2,2,1,244,14,32,0,3,6 +moyerja01,2009,1,PHI,NL,12,10,30,25,0,0,0,486,177,89,27,43,94,0.279,4.94,1,1,10,1,699,1,91,8,4,10 +moylape01,2009,1,ATL,NL,6,2,87,0,0,0,0,219,65,23,0,35,61,0.245,2.84,8,1,2,0,309,6,29,4,3,12 +mujiced01,2009,1,SDN,NL,3,5,67,4,0,0,2,281,101,41,14,19,76,0.273,3.94,4,3,0,1,393,15,47,1,3,8 +mulveke01,2009,1,MIN,AL,0,0,2,0,0,0,0,4,6,4,0,0,0,0.600,27.00,0,1,0,0,10,1,4,0,0,0 +mulveke01,2009,2,ARI,NL,0,3,6,4,0,0,0,69,23,18,5,12,18,0.264,7.04,0,0,2,0,104,0,18,1,2,1 +murphbi02,2009,1,TOR,AL,0,0,8,0,0,0,0,34,4,4,1,8,6,0.111,3.18,0,2,0,0,45,2,4,0,1,1 +myersbr01,2009,1,PHI,NL,4,3,18,10,0,0,0,212,74,38,18,23,50,0.272,4.84,1,1,4,0,304,1,38,3,2,5 +narvech01,2009,1,MIL,NL,2,0,21,4,0,0,0,141,45,20,7,16,46,0.247,3.83,1,4,2,0,205,5,22,2,3,1 +nathajo01,2009,1,MIN,AL,2,2,70,0,0,0,47,206,42,16,7,22,89,0.171,2.10,1,4,2,0,271,62,16,1,0,2 +nelsojo01,2009,1,TBA,AL,3,0,42,0,0,0,3,121,32,18,7,27,36,0.213,4.02,1,3,1,1,182,13,22,2,2,2 +niemaje01,2009,1,TBA,AL,13,6,31,30,2,2,0,542,185,79,17,59,125,0.266,3.94,1,6,9,0,769,1,84,2,4,19 +niesejo01,2009,1,NYN,NL,1,1,5,5,0,0,0,77,27,12,1,9,18,0.276,4.21,0,1,0,0,110,0,12,2,1,3 +nievefe01,2009,1,NYN,NL,3,3,8,7,0,0,0,110,36,12,4,19,23,0.263,2.95,1,2,1,0,161,1,13,3,1,4 +nifu01,2009,1,DET,AL,0,0,36,0,0,0,0,93,20,9,3,11,21,0.187,2.61,2,2,1,0,121,9,9,1,1,2 +nippedu01,2009,1,TEX,AL,5,3,20,10,0,0,0,209,64,30,7,29,54,0.245,3.88,0,2,4,0,300,3,31,1,5,6 +nolasri01,2009,1,FLO,NL,13,9,31,31,2,0,0,555,188,104,23,44,195,0.259,5.06,7,2,2,0,785,0,111,8,5,7 +norribu01,2009,1,HOU,NL,6,3,11,10,0,0,0,167,59,28,9,25,54,0.272,4.53,1,3,3,0,249,0,29,1,3,4 +nunezjh01,2009,1,CHA,AL,0,0,7,0,0,0,0,17,10,6,1,2,3,0.370,9.53,0,2,0,0,29,4,6,0,0,0 +nunezle01,2009,1,FLO,NL,4,6,75,0,0,0,26,206,59,31,13,27,60,0.230,4.06,5,1,4,1,293,41,33,4,2,5 +nunezvl01,2009,1,ATL,NL,0,0,1,0,0,0,0,3,2,4,2,2,1,0.400,36.00,0,0,0,0,7,1,4,0,0,0 +odayda01,2009,1,NYN,NL,0,0,4,0,0,0,0,9,5,0,0,1,2,0.357,0.00,0,0,1,0,17,1,2,0,1,0 +odayda01,2009,2,TEX,AL,2,1,64,0,0,0,2,167,36,12,3,17,54,0.188,1.94,1,1,4,0,216,14,12,1,2,6 +oflaher01,2009,1,ATL,NL,2,1,78,0,0,0,0,169,52,19,2,18,39,0.248,3.04,4,2,6,0,236,8,23,1,1,5 +ohkato01,2009,1,CLE,AL,1,5,18,6,0,0,0,213,77,47,18,19,31,0.278,5.96,1,3,4,0,306,5,47,3,3,5 +ohlenro01,2009,1,PIT,NL,11,10,29,29,0,0,0,530,165,77,25,53,109,0.255,3.92,1,2,7,1,725,0,80,11,8,16 +ohmanwi01,2009,1,LAN,NL,1,0,21,0,0,0,1,37,12,8,4,8,7,0.261,5.84,1,0,0,0,54,5,8,0,0,2 +okajihi01,2009,1,BOS,AL,6,0,68,0,0,0,0,183,56,23,8,21,53,0.242,3.39,3,0,2,0,258,6,23,3,1,2 +oliveda02,2009,1,LAA,AL,5,1,63,1,0,0,0,219,61,22,5,22,65,0.237,2.71,8,7,5,0,293,9,22,4,5,7 +olsensc01,2009,1,WAS,NL,2,4,11,11,0,0,0,188,83,42,11,25,42,0.320,6.03,2,2,0,0,289,0,45,4,1,5 +olsonga01,2009,1,SEA,AL,3,5,31,11,0,0,0,241,79,50,19,34,47,0.258,5.60,0,2,4,0,347,5,52,1,2,9 +ortegan01,2009,1,LAA,AL,0,2,3,3,0,0,0,38,19,13,4,6,7,0.345,9.24,0,0,0,0,62,0,15,1,0,2 +ortizru01,2009,1,HOU,NL,3,6,23,13,0,0,0,257,95,53,8,48,65,0.289,5.57,2,3,4,0,387,3,56,2,4,12 +osullse01,2009,1,LAA,AL,4,2,12,10,0,0,0,155,60,34,12,16,29,0.296,5.92,1,1,1,0,227,1,34,2,4,7 +oswalro01,2009,1,HOU,NL,8,6,30,30,3,0,0,544,183,83,19,42,138,0.265,4.12,4,4,8,0,757,0,83,12,5,18 +outmajo01,2009,1,OAK,AL,4,1,14,12,0,0,0,202,53,26,9,25,53,0.212,3.48,0,1,0,0,276,1,30,1,0,6 +owingmi01,2009,1,CIN,NL,7,12,26,19,0,0,1,359,126,71,18,64,68,0.272,5.34,3,1,6,0,542,4,75,3,5,12 +padilvi01,2009,1,TEX,AL,8,6,18,18,0,0,0,324,120,59,12,42,59,0.286,4.92,0,4,8,2,475,0,61,3,2,15 +padilvi01,2009,2,LAN,NL,4,0,8,7,0,0,0,118,36,14,4,12,38,0.252,3.20,0,1,0,0,159,0,15,3,1,4 +palmema01,2009,1,LAA,AL,11,2,40,13,1,0,0,364,105,53,12,55,69,0.240,3.93,2,5,4,0,505,10,55,6,3,20 +papeljo01,2009,1,BOS,AL,1,1,66,0,0,0,38,204,54,14,5,24,76,0.213,1.85,1,0,4,0,285,59,15,1,2,0 +parkch01,2009,1,PHI,NL,3,3,45,7,0,0,0,250,84,41,5,33,73,0.264,4.43,3,2,5,0,362,6,43,1,5,7 +parnebo01,2009,1,NYN,NL,4,8,68,8,0,0,1,265,101,52,8,46,74,0.281,5.30,2,6,4,1,413,14,56,3,1,6 +paronch01,2009,1,HOU,NL,0,0,6,0,0,0,0,20,15,9,4,1,3,0.455,12.15,0,0,0,0,36,1,9,1,1,0 +parrama01,2009,1,MIL,NL,11,11,27,27,0,0,0,420,179,99,19,77,116,0.306,6.36,5,4,1,1,671,0,108,5,3,14 +parrja01,2009,1,ATL,NL,0,0,8,0,0,0,0,42,17,9,1,5,12,0.293,5.79,0,0,1,0,66,4,9,1,1,0 +pattoda01,2009,1,CHN,NL,3,1,20,0,0,0,0,83,31,21,4,19,23,0.279,6.83,2,3,0,0,134,5,22,3,1,0 +paulife01,2009,1,HOU,NL,3,11,23,17,0,0,0,293,126,68,20,37,93,0.317,6.27,2,5,4,0,448,0,73,8,1,8 +pavanca01,2009,1,CLE,AL,9,8,21,21,1,1,0,377,150,75,19,23,88,0.299,5.37,0,4,3,0,534,0,80,1,6,14 +pavanca01,2009,2,MIN,AL,5,4,12,12,0,0,0,221,85,38,7,16,59,0.284,4.64,1,1,3,0,320,0,39,1,1,5 +peavyja01,2009,1,SDN,NL,6,6,13,13,1,0,0,245,69,36,7,28,92,0.228,3.97,0,2,1,1,335,0,38,2,2,5 +peavyja01,2009,2,CHA,AL,3,0,3,3,0,0,0,60,11,3,1,6,18,0.162,1.35,0,0,0,1,75,0,3,1,0,3 +pelfrmi01,2009,1,NYN,NL,10,12,31,31,0,0,0,553,213,103,18,66,107,0.289,5.03,8,1,7,6,824,0,112,8,5,15 +penato03,2009,1,ARI,NL,5,3,37,0,0,0,1,102,41,16,3,11,26,0.295,4.24,0,2,1,0,153,13,20,1,1,3 +penato03,2009,2,CHA,AL,1,2,35,0,0,0,1,108,40,15,4,9,29,0.272,3.75,3,1,1,0,159,15,17,1,1,1 +pennha01,2009,1,FLO,NL,1,0,16,1,0,0,0,66,30,19,3,20,27,0.319,7.77,2,1,2,0,120,5,27,4,0,0 +pennybr01,2009,1,BOS,AL,7,8,24,24,0,0,0,395,160,82,17,42,89,0.299,5.61,0,4,5,0,590,0,89,0,7,9 +pennybr01,2009,2,SFN,NL,4,1,6,6,1,0,0,125,31,12,5,9,20,0.205,2.59,0,2,0,0,161,0,13,0,0,5 +peraljo01,2009,1,COL,NL,0,3,27,0,0,0,0,74,27,17,3,12,22,0.278,6.20,2,0,3,0,113,6,17,0,1,2 +percitr01,2009,1,TBA,AL,0,1,14,0,0,0,6,34,14,8,3,5,7,0.304,6.35,0,2,1,0,52,10,8,0,0,1 +perdolu01,2009,1,SDN,NL,1,0,35,0,0,0,0,180,57,32,11,34,55,0.246,4.80,3,8,0,0,268,10,36,1,1,3 +perezch01,2009,1,SLN,NL,1,1,29,0,0,0,1,71,17,11,3,15,30,0.195,4.18,0,4,3,0,106,8,12,0,1,1 +perezch01,2009,2,CLE,AL,0,1,32,0,0,0,1,100,24,16,5,12,38,0.205,4.32,0,4,3,0,133,8,16,0,1,3 +perezol01,2009,1,NYN,NL,3,4,14,14,0,0,0,198,69,50,12,58,62,0.273,6.82,2,2,4,0,324,0,51,5,4,3 +perezra01,2009,1,CLE,AL,4,3,54,0,0,0,0,144,66,39,5,25,32,0.335,7.31,6,1,2,2,230,12,41,4,2,9 +perkigl01,2009,1,MIN,AL,6,7,18,17,0,0,0,289,120,63,13,23,45,0.304,5.89,0,2,1,1,423,1,64,1,3,10 +perryry01,2009,1,DET,AL,0,1,53,0,0,0,0,185,56,26,7,38,60,0.246,3.79,5,6,1,1,273,12,30,3,3,7 +petityu01,2009,1,ARI,NL,3,10,23,17,0,0,0,269,102,58,19,34,74,0.276,5.82,1,3,0,0,407,2,62,3,0,2 +pettian01,2009,1,NYA,AL,14,8,32,32,0,0,0,584,193,90,20,76,148,0.259,4.16,1,3,4,0,834,0,101,4,4,16 +pineijo01,2009,1,SLN,NL,15,12,32,32,3,2,0,642,218,83,11,27,105,0.268,3.49,1,4,8,0,865,0,94,12,6,29 +pintore01,2009,1,FLO,NL,4,1,73,0,0,0,0,184,53,22,4,45,58,0.237,3.23,2,4,2,0,275,11,25,1,3,7 +ponsosi01,2009,1,KCA,AL,1,7,14,9,0,0,0,176,79,48,6,25,32,0.332,7.36,1,2,2,0,273,0,50,4,4,6 +porceri01,2009,1,DET,AL,14,9,31,31,0,0,0,512,176,75,23,52,89,0.267,3.96,0,6,3,1,720,0,81,4,2,24 +poredaa01,2009,1,CHA,AL,1,0,10,0,0,0,0,33,9,3,0,8,12,0.231,2.45,1,2,1,0,49,5,3,1,0,1 +poredaa01,2009,2,SDN,NL,0,0,4,0,0,0,0,7,1,1,0,5,0,0.143,3.86,0,0,0,0,12,1,1,0,0,1 +priceda01,2009,1,TBA,AL,10,7,23,23,0,0,0,385,119,63,17,54,102,0.241,4.42,0,2,4,0,557,0,72,3,2,2 +purceda01,2009,1,TOR,AL,1,3,9,9,0,0,0,144,54,33,6,30,39,0.287,6.19,1,3,1,0,223,0,35,3,1,3 +putzjj01,2009,1,NYN,NL,1,4,29,0,0,0,2,88,29,17,1,19,19,0.257,5.22,4,1,0,0,135,6,18,1,2,1 +quallch01,2009,1,ARI,NL,2,2,51,0,0,0,24,156,53,21,5,7,45,0.256,3.63,2,2,2,0,217,44,23,1,0,5 +ramired01,2009,1,NYA,AL,0,0,20,0,0,0,0,66,25,14,6,18,22,0.281,5.73,0,1,0,0,110,2,15,0,2,0 +ramirho01,2009,1,KCA,AL,0,2,19,1,0,0,0,68,27,15,3,11,13,0.293,5.96,3,1,0,0,104,1,16,1,0,3 +ramirra02,2009,1,BOS,AL,7,4,70,0,0,0,0,209,61,22,7,32,52,0.233,2.84,4,2,4,2,301,16,26,3,0,7 +ramirra03,2009,1,CIN,NL,0,0,11,0,0,0,0,37,8,5,2,4,8,0.186,3.65,0,0,1,0,48,3,5,0,0,2 +ramosce01,2009,1,SDN,NL,0,1,5,2,0,0,0,44,19,5,0,4,10,0.328,3.07,0,0,0,0,62,0,5,0,0,3 +rapadcl01,2009,1,DET,AL,0,0,3,0,0,0,0,10,4,2,1,2,2,0.286,5.40,1,0,0,0,16,1,2,0,0,0 +rauchjo01,2009,1,ARI,NL,2,2,58,0,0,0,2,163,57,25,5,17,35,0.266,4.14,0,6,1,0,235,13,27,1,2,4 +rauchjo01,2009,2,MIN,AL,5,1,17,0,0,0,0,47,13,3,1,6,14,0.245,1.72,1,0,1,0,64,2,3,2,2,3 +raych01,2009,1,BAL,AL,0,4,46,0,0,0,0,130,64,35,8,23,39,0.352,7.27,7,0,1,0,214,12,36,4,4,4 +rayro01,2009,1,TOR,AL,1,2,4,4,0,0,0,73,23,12,4,6,13,0.253,4.44,0,0,2,0,101,0,15,1,1,1 +redditi01,2009,1,NYN,NL,3,6,30,17,0,0,0,360,122,68,18,50,76,0.263,5.10,5,4,2,0,525,2,72,3,6,12 +regisst01,2009,1,PHI,NL,0,0,1,0,0,0,0,6,3,1,0,1,1,0.333,4.50,0,0,1,0,11,1,1,0,0,0 +reinech01,2009,1,OAK,AL,0,0,1,1,0,0,0,15,7,4,2,0,1,0.333,7.20,0,0,1,0,22,0,4,0,0,1 +reyesan01,2009,1,CLE,AL,1,1,8,8,0,0,0,115,40,28,5,23,22,0.274,6.57,0,2,2,0,176,0,30,2,3,3 +reyesde01,2009,1,SLN,NL,0,2,75,0,0,0,1,123,35,15,2,21,33,0.233,3.29,1,5,3,1,180,10,17,5,1,1 +reyesjo03,2009,1,ATL,NL,0,2,6,5,0,0,0,81,27,21,4,13,21,0.262,7.00,3,0,1,0,119,0,25,1,1,5 +rhodear01,2009,1,CIN,NL,1,1,66,0,0,0,0,160,37,15,3,20,48,0.198,2.53,3,1,1,0,215,10,16,5,2,3 +richacl01,2009,1,CHA,AL,4,3,26,14,1,0,0,267,94,46,10,37,66,0.276,4.65,0,5,3,2,387,3,50,3,4,12 +richacl01,2009,2,SDN,NL,5,2,12,12,0,0,0,192,60,29,7,34,48,0.254,4.08,0,2,0,1,276,0,31,5,1,7 +richadu02,2009,1,BOS,AL,0,0,3,0,0,0,0,10,3,0,0,1,0,0.250,0.00,0,1,0,1,14,1,0,0,1,0 +richmsc01,2009,1,TOR,AL,8,11,27,24,1,0,0,416,147,85,27,59,117,0.268,5.52,1,5,0,1,610,1,90,1,2,7 +rincoju01,2009,1,DET,AL,1,0,7,0,0,0,0,31,12,6,2,6,10,0.293,5.23,0,1,0,0,49,6,6,1,1,1 +rincoju01,2009,2,COL,NL,3,2,26,0,0,0,0,79,18,22,2,20,25,0.191,7.52,4,1,1,0,116,1,23,1,0,3 +riskeda01,2009,1,MIL,NL,0,0,1,0,0,0,0,3,4,2,0,0,0,0.800,18.00,0,0,0,0,6,0,2,0,1,1 +riverma01,2009,1,NYA,AL,3,3,66,0,0,0,44,199,48,13,7,12,72,0.197,1.76,1,1,1,0,257,55,14,0,0,3 +riversa01,2009,1,WAS,NL,1,3,30,0,0,0,0,115,48,26,7,14,21,0.310,6.10,4,1,3,0,176,9,28,3,1,4 +roberda08,2009,1,NYA,AL,2,1,45,0,0,0,1,131,36,16,4,23,63,0.216,3.30,1,6,1,0,191,20,19,0,0,0 +roberna01,2009,1,DET,AL,2,3,28,6,0,0,0,149,59,30,4,28,35,0.295,5.44,3,2,2,0,234,3,33,2,2,6 +rodnefe01,2009,1,DET,AL,2,5,73,0,0,0,37,227,70,37,8,41,61,0.249,4.40,4,5,2,0,330,65,38,4,2,12 +rodrife02,2009,1,LAA,AL,0,0,1,0,0,0,0,2,1,2,1,2,1,0.250,27.00,0,1,0,0,6,0,3,0,0,0 +rodrifr03,2009,1,NYN,NL,3,6,70,0,0,0,35,204,51,28,7,38,73,0.203,3.71,6,1,1,0,295,66,34,4,1,2 +rodrihe03,2009,1,OAK,AL,0,0,3,0,0,0,0,12,4,1,0,2,4,0.235,2.25,0,3,1,0,20,1,2,0,0,0 +rodrira01,2009,1,LAA,AL,0,1,18,0,0,0,0,92,47,19,4,9,10,0.356,5.58,1,1,1,0,145,6,22,1,2,3 +rodriwa01,2009,1,HOU,NL,14,12,33,33,1,1,0,617,192,69,21,63,193,0.250,3.02,5,2,5,1,849,0,77,8,4,24 +roenijo01,2009,1,CIN,NL,0,0,11,0,0,0,0,40,13,4,0,4,14,0.260,2.70,0,1,0,0,54,2,4,0,0,3 +roenijo01,2009,2,TOR,AL,0,0,13,0,0,0,0,53,19,14,2,12,19,0.271,7.13,1,1,1,0,84,3,15,0,1,0 +rogeres01,2009,1,COL,NL,0,0,1,1,0,0,0,12,3,2,0,2,3,0.231,4.50,0,0,0,0,16,0,2,0,1,1 +romerjc01,2009,1,PHI,NL,0,0,21,0,0,0,0,50,13,5,2,13,12,0.224,2.70,0,0,2,0,73,5,6,0,0,2 +romerri01,2009,1,TOR,AL,13,9,29,29,0,0,0,534,192,85,18,79,141,0.284,4.30,0,6,10,1,771,0,88,3,3,30 +romose01,2009,1,SFN,NL,5,2,45,0,0,0,2,102,30,15,1,11,41,0.233,3.97,0,2,1,0,143,9,15,2,0,1 +rosaca01,2009,1,KCA,AL,0,0,7,0,0,0,1,32,10,4,1,3,4,0.256,3.38,0,0,0,0,43,5,4,0,1,1 +rosalle01,2009,1,ARI,NL,2,1,33,0,0,0,0,136,40,24,5,12,31,0.237,4.76,2,3,0,0,186,8,24,1,4,3 +rossco01,2009,1,FLO,NL,0,0,1,0,0,0,0,3,1,0,0,0,0,0.250,0.00,0,0,0,0,4,1,0,0,0,0 +rowlary01,2009,1,SEA,AL,5,4,15,15,0,0,0,289,87,40,9,27,52,0.239,3.74,0,2,4,1,401,0,43,1,5,7 +rundlri01,2009,1,CLE,AL,0,0,1,0,0,0,0,3,1,0,0,1,1,0.250,0.00,0,0,1,0,6,0,0,0,0,0 +runzlda01,2009,1,SFN,NL,0,0,11,0,0,0,0,26,6,1,1,5,11,0.188,1.04,0,0,1,0,38,0,1,0,0,0 +rupejo01,2009,1,TEX,AL,0,0,4,0,0,0,0,14,12,8,2,5,2,0.462,15.43,0,0,0,0,31,2,8,0,0,0 +ruschgl01,2009,1,COL,NL,2,0,11,0,0,0,0,56,35,14,3,3,13,0.398,6.75,1,0,0,0,92,1,15,1,0,3 +russead01,2009,1,SDN,NL,3,1,15,0,0,0,0,37,13,5,0,11,14,0.260,3.65,0,0,0,0,61,1,6,0,0,0 +ryanbj01,2009,1,TOR,AL,1,1,25,0,0,0,2,62,22,15,5,17,13,0.293,6.53,2,1,1,0,95,9,15,1,1,4 +rzepcma01,2009,1,TOR,AL,2,4,11,11,0,0,0,184,51,25,7,30,60,0.225,3.67,0,4,1,1,261,0,27,2,1,7 +sabatcc01,2009,1,NYA,AL,19,8,34,34,2,1,0,690,197,86,18,67,197,0.232,3.37,7,5,9,0,938,0,96,4,9,22 +sadlebi01,2009,1,HOU,NL,0,0,1,0,0,0,0,4,2,2,0,1,2,0.333,13.50,0,0,0,0,7,0,2,0,0,0 +sadowry01,2009,1,SFN,NL,2,4,6,6,0,0,0,85,28,14,2,17,17,0.264,4.45,1,2,1,0,128,0,15,1,3,2 +saitota01,2009,1,BOS,AL,3,3,56,0,0,0,2,167,50,15,6,25,52,0.244,2.43,2,1,5,0,240,30,16,1,4,3 +samarje01,2009,1,CHN,NL,1,3,20,2,0,0,0,104,46,29,7,15,21,0.329,7.53,1,2,1,0,161,7,29,4,1,3 +sampsch01,2009,1,HOU,NL,4,2,49,0,0,0,3,166,66,31,2,21,33,0.293,5.04,6,2,0,1,248,9,34,1,1,5 +sanchan01,2009,1,FLO,NL,4,8,16,16,0,0,0,258,84,37,10,46,71,0.253,3.87,5,0,1,1,383,0,39,2,2,8 +sanchbr01,2009,1,FLO,NL,4,2,47,0,0,0,0,169,50,16,5,26,51,0.235,2.56,8,5,6,0,248,7,18,3,0,3 +sanchdu01,2009,1,SDN,NL,1,1,12,0,0,0,0,33,18,11,3,8,2,0.383,9.00,1,1,1,0,57,1,11,1,0,2 +sanchjo01,2009,1,SFN,NL,8,12,32,29,1,1,0,490,135,77,19,88,177,0.221,4.24,5,11,6,0,710,2,82,3,1,9 +santaer01,2009,1,LAA,AL,8,8,24,23,2,2,0,419,159,78,24,47,107,0.288,5.03,4,4,10,0,614,0,83,2,1,19 +santajo01,2009,1,NYN,NL,13,9,25,25,0,0,0,500,156,58,20,46,146,0.244,3.13,3,1,3,0,701,0,67,8,3,8 +sarfade01,2009,1,BAL,AL,0,1,20,0,0,0,0,69,21,13,3,14,20,0.250,5.09,0,0,1,0,101,5,15,2,0,2 +saundjo01,2009,1,LAA,AL,16,7,31,31,1,1,0,558,202,95,29,64,101,0.279,4.60,2,5,6,1,805,0,102,6,4,27 +scherma01,2009,1,ARI,NL,9,11,30,30,0,0,0,511,166,78,20,63,174,0.253,4.12,1,5,10,1,741,0,94,5,6,8 +schleda01,2009,1,ARI,NL,1,4,21,0,0,0,0,55,15,12,1,15,22,0.221,5.89,1,4,1,0,86,4,13,2,0,0 +schlitr01,2009,1,LAN,NL,0,0,2,0,0,0,0,8,1,1,1,5,2,0.111,3.38,0,1,0,0,15,1,2,0,1,0 +schmija01,2009,1,LAN,NL,2,2,4,4,0,0,0,53,16,11,1,12,8,0.239,5.60,1,0,3,0,83,0,12,1,0,1 +schoesc01,2009,1,ARI,NL,1,2,45,0,0,0,0,72,29,19,6,13,14,0.287,7.13,1,0,2,0,117,9,20,1,0,1 +seaybo01,2009,1,DET,AL,6,3,67,0,0,0,0,146,46,23,3,17,37,0.253,4.25,3,3,3,0,208,7,23,3,3,3 +segovza01,2009,1,WAS,NL,1,0,8,0,0,0,0,31,11,9,1,6,4,0.282,7.84,1,1,0,0,47,2,10,0,2,1 +shellst01,2009,1,WAS,NL,0,0,4,0,0,0,0,15,5,3,1,2,5,0.250,5.40,0,0,0,0,22,0,3,0,0,0 +sherrge01,2009,1,BAL,AL,0,1,42,0,0,0,20,124,34,11,3,13,39,0.219,2.40,2,0,2,0,171,38,11,0,1,3 +sherrge01,2009,2,LAN,NL,1,0,30,0,0,0,1,83,19,2,1,11,22,0.192,0.65,2,1,0,0,111,1,2,1,0,1 +shielja02,2009,1,TBA,AL,11,12,33,33,0,0,0,659,239,101,29,52,167,0.275,4.14,1,3,1,1,930,0,113,6,3,19 +shielsc01,2009,1,LAA,AL,1,3,20,0,0,0,1,53,16,13,1,15,12,0.239,6.62,0,1,0,0,83,2,14,1,0,3 +shousbr01,2009,1,TBA,AL,1,1,45,0,0,0,0,84,31,14,5,7,17,0.277,4.50,3,1,2,1,122,9,15,1,0,4 +silvaca01,2009,1,SEA,AL,1,3,8,6,0,0,0,91,41,29,5,11,10,0.323,8.60,0,2,3,1,142,1,29,1,0,4 +silvawa01,2009,1,SDN,NL,0,2,6,6,0,0,0,74,34,24,4,15,11,0.330,8.76,0,0,0,0,121,0,28,0,3,3 +simonal01,2009,1,BAL,AL,0,1,2,2,0,0,0,19,8,7,5,2,3,0.308,9.95,0,0,0,0,28,0,7,0,0,0 +sippto01,2009,1,CLE,AL,2,0,46,0,0,0,0,120,27,13,5,25,48,0.194,2.93,2,3,0,0,168,8,16,3,1,4 +slatedo01,2009,1,ARI,NL,0,0,11,0,0,0,0,19,10,5,1,1,4,0.345,7.11,0,0,0,0,30,1,5,0,0,0 +sloweke01,2009,1,MIN,AL,10,3,16,16,0,0,0,272,113,49,15,15,75,0.309,4.86,1,3,5,0,394,0,50,3,5,6 +smithch07,2009,1,MIL,NL,0,0,35,0,0,0,0,138,41,21,11,19,35,0.232,4.11,0,1,3,0,200,12,21,1,0,4 +smithjo05,2009,1,CLE,AL,0,0,37,0,0,0,0,102,30,13,4,13,30,0.236,3.44,0,2,0,0,142,5,16,1,1,4 +smoltjo01,2009,1,BOS,AL,2,5,8,8,0,0,0,120,59,37,8,9,33,0.343,8.33,1,0,3,0,186,0,37,1,1,4 +smoltjo01,2009,2,SLN,NL,1,3,7,7,0,0,0,114,36,18,3,9,40,0.248,4.26,1,0,0,0,158,0,18,1,3,1 +snellia01,2009,1,PIT,NL,2,8,15,15,1,0,0,242,87,48,7,44,52,0.282,5.36,3,3,1,0,360,0,50,5,1,8 +snellia01,2009,2,SEA,AL,5,2,12,12,0,0,0,193,61,30,7,39,37,0.247,4.20,0,3,1,0,289,0,32,2,0,5 +sonnaan01,2009,1,TBA,AL,6,9,22,18,0,0,0,299,131,75,19,34,60,0.311,6.77,3,3,2,0,459,2,85,0,2,9 +soriajo01,2009,1,KCA,AL,3,2,47,0,0,0,30,159,44,13,5,16,69,0.219,2.21,1,3,2,0,222,41,14,1,2,3 +soriara01,2009,1,ATL,NL,1,6,77,0,0,0,27,227,53,25,6,27,102,0.194,2.97,4,0,1,0,307,52,25,4,2,4 +sosajo02,2009,1,WAS,NL,2,1,18,0,0,0,2,67,28,16,5,12,17,0.311,6.45,2,2,0,0,103,4,16,0,1,3 +sowerje01,2009,1,CLE,AL,6,11,23,22,0,0,0,370,134,72,11,52,51,0.281,5.25,3,2,3,0,545,1,73,5,8,12 +speieju01,2009,1,LAA,AL,4,2,41,0,0,0,0,120,44,23,7,15,39,0.277,5.18,2,2,4,0,182,8,23,3,1,2 +speiery01,2009,1,COL,NL,0,0,5,0,0,0,0,17,6,3,0,3,2,0.316,4.76,0,0,1,0,25,3,3,1,1,0 +sprinru01,2009,1,OAK,AL,0,1,48,0,0,0,0,125,52,19,5,14,47,0.299,4.10,2,0,0,0,191,11,20,0,3,0 +sprinru01,2009,2,TBA,AL,1,3,26,0,0,0,1,46,16,7,4,3,11,0.276,4.11,1,0,1,0,65,9,7,0,3,1 +stammcr01,2009,1,WAS,NL,4,7,19,19,1,0,0,317,112,60,14,24,48,0.271,5.11,1,7,3,0,448,0,67,4,3,4 +starkde01,2009,1,SEA,AL,0,1,9,0,0,0,0,33,13,8,2,10,7,0.302,6.55,0,1,0,0,54,6,9,0,1,1 +staufti01,2009,1,SDN,NL,4,7,14,14,0,0,0,219,71,29,8,34,53,0.259,3.58,1,1,5,0,316,0,31,2,1,11 +stettmi01,2009,1,MIL,NL,4,1,71,0,0,0,1,135,37,18,4,27,44,0.216,3.60,6,2,5,0,203,13,19,0,0,2 +steveje01,2009,1,CHN,NL,1,0,11,0,0,0,0,38,14,10,2,8,9,0.286,7.11,1,0,1,0,59,2,10,1,0,1 +stokebr01,2009,1,NYN,NL,2,4,69,0,0,0,0,211,72,31,6,38,45,0.267,3.97,7,1,2,0,316,19,33,2,3,13 +stoneto01,2009,1,NYN,NL,0,0,4,0,0,0,0,27,9,4,2,3,5,0.281,4.00,0,0,0,0,36,1,4,1,0,2 +streehu01,2009,1,COL,NL,4,1,64,0,0,0,35,185,43,21,7,13,70,0.194,3.06,4,0,0,0,240,52,22,3,2,1 +stroppe01,2009,1,TEX,AL,0,0,7,0,0,0,0,21,6,6,0,4,9,0.231,7.71,0,0,0,0,30,3,6,0,0,1 +stulter01,2009,1,LAN,NL,4,3,10,10,1,1,0,150,51,27,3,26,33,0.268,4.86,2,2,4,0,223,0,27,3,0,5 +suppaje01,2009,1,MIL,NL,7,12,30,30,0,0,0,485,200,95,25,74,80,0.309,5.29,8,12,11,0,748,0,106,11,4,22 +swarzan01,2009,1,MIN,AL,3,7,12,12,0,0,0,177,76,41,12,20,34,0.311,6.25,0,0,2,0,268,0,43,1,1,7 +swindrj01,2009,1,MIL,NL,0,0,6,0,0,0,0,20,12,12,3,4,8,0.375,16.20,1,1,1,0,37,2,12,0,0,0 +swishni01,2009,1,NYA,AL,0,0,1,0,0,0,0,3,1,0,0,1,1,0.250,0.00,0,0,0,0,5,1,0,0,0,0 +switzjo01,2009,1,NYN,NL,0,0,4,0,0,0,0,10,4,3,1,2,3,0.286,8.10,0,0,1,0,17,1,3,0,0,0 +takahke01,2009,1,NYN,NL,0,1,28,0,0,0,0,82,23,9,2,14,23,0.235,2.96,1,2,2,1,116,5,9,0,2,3 +tallebr01,2009,1,TOR,AL,7,9,37,25,0,0,0,482,169,95,20,72,120,0.268,5.32,2,2,6,0,717,3,99,1,7,10 +taschja01,2009,1,PHI,NL,1,1,24,0,0,0,0,88,38,16,3,20,19,0.317,4.91,2,1,2,0,143,8,18,1,0,2 +tavarju01,2009,1,WAS,NL,3,7,42,0,0,0,1,105,34,19,1,27,32,0.250,4.89,2,2,2,0,169,9,27,1,3,1 +taylogr01,2009,1,FLO,NL,0,2,3,3,0,0,0,33,16,10,0,12,5,0.340,8.18,0,2,1,0,63,0,14,1,2,0 +tazawju01,2009,1,BOS,AL,2,3,6,4,0,0,0,76,43,21,4,9,13,0.374,7.46,0,0,3,0,130,1,23,0,3,1 +tejedro01,2009,1,KCA,AL,4,2,35,6,0,0,0,221,43,29,4,50,87,0.167,3.54,2,6,3,1,313,5,30,2,1,4 +thatcjo01,2009,1,SDN,NL,1,0,52,0,0,0,0,135,37,14,2,18,55,0.227,2.80,7,2,4,1,188,7,14,1,2,4 +thayeda01,2009,1,TBA,AL,0,0,11,0,0,0,1,41,18,7,3,1,8,0.310,4.61,0,1,0,0,59,3,9,0,0,1 +thompbr01,2009,1,SLN,NL,2,6,32,8,0,0,0,240,85,43,8,23,34,0.273,4.84,2,5,7,1,345,17,45,2,2,12 +thompri03,2009,1,LAA,AL,0,0,13,0,0,0,0,58,27,11,6,7,21,0.329,5.12,0,5,1,0,92,2,11,1,1,1 +thornma01,2009,1,CHA,AL,6,3,70,0,0,0,4,217,58,22,5,20,87,0.217,2.74,2,4,1,0,291,17,22,2,1,3 +tillmch01,2009,1,BAL,AL,2,5,12,12,0,0,0,195,77,39,15,24,39,0.297,5.40,1,4,2,0,285,0,40,0,0,6 +toddje01,2009,1,SLN,NL,0,0,1,0,0,0,0,5,3,2,1,2,2,0.375,10.80,0,0,0,0,10,0,2,0,0,0 +toddje01,2009,2,CLE,AL,0,1,19,0,0,0,0,62,31,17,3,7,18,0.356,7.40,1,1,0,0,99,6,17,1,4,1 +tomkobr01,2009,1,NYA,AL,1,2,15,0,0,0,0,62,19,12,5,7,11,0.247,5.23,0,1,0,0,85,7,12,1,0,3 +tomkobr01,2009,2,OAK,AL,4,1,6,6,1,1,0,110,31,12,7,6,22,0.230,2.95,0,1,1,0,142,0,12,0,0,3 +torreca01,2009,1,CHA,AL,1,2,8,5,0,0,0,85,30,19,5,17,22,0.286,6.04,2,0,2,0,130,2,20,3,3,0 +towerjo01,2009,1,NYA,AL,0,0,2,0,0,0,0,16,6,2,0,1,2,0.273,3.38,1,0,1,0,25,2,3,0,1,0 +trabebi01,2009,1,BOS,AL,0,0,1,0,0,0,0,11,9,5,2,1,1,0.474,12.27,0,0,0,0,20,0,5,0,0,0 +troncra01,2009,1,LAN,NL,5,4,73,0,0,0,6,248,83,25,3,34,55,0.268,2.72,9,4,3,0,357,20,30,7,3,10 +ueharko01,2009,1,BAL,AL,2,4,12,12,0,0,0,200,71,30,7,12,48,0.270,4.05,1,0,0,0,279,0,33,1,3,4 +valdelu01,2009,1,ATL,NL,0,1,3,0,0,0,0,8,3,1,0,2,0,0.273,3.38,0,0,0,0,13,2,1,0,0,0 +valdeme01,2009,1,SFN,NL,2,1,48,0,0,0,0,148,57,31,5,28,38,0.292,5.66,2,5,0,0,225,20,33,1,1,7 +valvejo01,2009,1,HOU,NL,4,2,52,0,0,0,25,162,40,14,5,21,56,0.207,2.33,1,1,2,0,219,45,15,1,2,3 +vanderi01,2009,1,FLO,NL,3,2,11,11,0,0,0,176,57,28,11,21,49,0.252,4.30,3,2,4,0,256,0,29,3,2,1 +vanevjo01,2009,1,BOS,AL,0,0,1,0,0,0,0,2,1,0,0,1,0,0.333,0.00,0,0,0,0,4,1,0,0,0,0 +vargacl01,2009,1,LAN,NL,0,0,8,0,0,0,0,33,7,2,1,4,10,0.184,1.64,0,0,1,0,43,4,2,0,0,2 +vargacl01,2009,2,MIL,NL,1,0,28,0,0,0,0,91,18,6,2,11,20,0.175,1.78,1,0,1,0,116,2,6,0,1,2 +vargaja01,2009,1,SEA,AL,3,6,23,14,0,0,0,275,98,50,16,24,54,0.281,4.91,1,1,3,0,385,4,53,3,6,11 +vasques01,2009,1,ARI,NL,3,3,53,0,0,0,0,159,52,26,4,29,45,0.255,4.42,2,4,3,0,238,10,27,1,1,4 +vasquvi01,2009,1,PIT,NL,2,5,14,7,0,0,0,134,58,29,6,18,29,0.320,5.84,1,0,3,0,206,4,30,2,2,4 +vazquja01,2009,1,ATL,NL,15,10,32,32,3,0,0,658,181,70,20,44,238,0.223,2.87,2,6,4,0,874,0,75,12,2,10 +vealdo01,2009,1,PIT,NL,1,0,19,0,0,0,0,49,18,13,2,20,16,0.281,7.16,0,2,2,0,87,10,13,0,1,1 +verasjo01,2009,1,NYA,AL,3,1,25,0,0,0,0,77,23,17,5,14,18,0.235,5.96,0,0,4,0,118,10,17,2,0,0 +verasjo01,2009,2,CLE,AL,1,2,22,0,0,0,0,74,19,12,3,14,22,0.213,4.38,0,0,2,1,107,9,16,2,0,3 +verlaju01,2009,1,DET,AL,19,9,35,35,3,1,0,720,219,92,20,63,269,0.243,3.45,5,8,6,4,982,0,99,6,4,10 +villaca01,2009,1,MIL,NL,4,10,64,6,0,0,3,288,102,57,13,35,83,0.268,5.34,8,4,2,0,422,23,58,4,0,10 +villoro01,2009,1,WAS,NL,5,6,63,0,0,0,1,146,54,23,6,29,33,0.283,4.25,4,1,2,0,228,7,25,4,2,3 +violape01,2009,1,CIN,NL,0,0,9,0,0,0,0,21,7,4,2,3,5,0.269,5.14,0,0,0,0,30,1,4,1,0,1 +vizcalu01,2009,1,CHN,NL,0,0,4,0,0,0,0,11,2,0,0,0,3,0.154,0.00,0,0,0,0,13,2,0,0,0,0 +vizcalu01,2009,2,CLE,AL,1,3,11,0,0,0,1,35,8,7,2,12,9,0.190,5.40,2,1,0,0,56,4,7,1,1,0 +volqued01,2009,1,CIN,NL,4,2,9,9,0,0,0,149,34,24,6,32,47,0.191,4.35,0,2,5,1,218,0,25,2,1,2 +volstch01,2009,1,FLO,NL,9,13,29,29,1,1,0,477,169,92,29,59,107,0.278,5.21,3,8,3,0,682,0,100,8,3,18 +waddeja01,2009,1,CHN,NL,0,0,3,0,0,0,0,5,3,1,0,0,2,0.375,5.40,0,0,0,0,8,0,1,0,0,0 +wadeco01,2009,1,LAN,NL,2,3,27,0,0,0,0,83,28,17,3,10,18,0.257,5.53,3,4,1,0,121,2,17,0,1,2 +waechdo01,2009,1,KCA,AL,0,0,5,0,0,0,0,16,9,5,2,3,3,0.375,8.44,0,1,0,0,28,3,5,0,1,0 +wagnebi02,2009,1,NYN,NL,0,0,2,0,0,0,0,6,0,0,0,1,4,0.000,0.00,0,0,0,0,7,0,0,0,0,0 +wagnebi02,2009,2,BOS,AL,1,1,15,0,0,0,0,41,8,3,1,7,22,0.174,1.98,0,1,1,0,56,2,5,2,0,1 +wainwad01,2009,1,SLN,NL,19,8,34,34,1,0,0,699,216,68,17,66,212,0.244,2.63,1,7,3,0,970,0,75,10,5,18 +wakefti01,2009,1,BOS,AL,11,5,21,21,2,0,0,389,137,66,12,50,72,0.270,4.58,0,4,10,0,572,0,67,4,1,13 +walkeja01,2009,1,BAL,AL,0,0,22,0,0,0,0,37,19,7,5,0,9,0.373,5.11,0,1,1,1,55,2,8,1,2,1 +walkety01,2009,1,PHI,NL,2,1,32,0,0,0,0,106,31,12,4,9,27,0.230,3.06,1,2,3,0,150,10,12,1,2,0 +waltepj01,2009,1,SLN,NL,0,0,8,1,0,0,0,48,21,17,6,9,14,0.304,9.56,1,0,0,0,80,4,19,1,1,2 +wangch01,2009,1,NYA,AL,1,6,12,9,0,0,0,126,66,45,7,19,29,0.365,9.64,1,3,2,0,206,2,46,3,1,5 +washbja01,2009,1,SEA,AL,8,6,20,20,1,1,0,399,109,39,11,33,79,0.223,2.64,1,1,3,0,531,0,42,5,2,13 +washbja01,2009,2,DET,AL,1,3,8,8,0,0,0,129,51,35,12,16,21,0.300,7.33,0,0,2,0,193,0,35,3,2,3 +waterch01,2009,1,BAL,AL,1,0,5,1,0,0,0,35,9,7,3,5,5,0.205,5.40,0,0,0,0,49,0,7,0,0,0 +weathda01,2009,1,CIN,NL,3,3,43,0,0,0,1,114,27,14,7,17,27,0.199,3.32,1,1,0,0,160,7,14,5,2,1 +weathda01,2009,2,MIL,NL,1,3,25,0,0,0,0,72,26,13,3,11,10,0.283,4.88,1,0,2,0,107,4,15,1,1,5 +weaveje01,2009,1,LAN,NL,6,4,28,7,0,0,0,237,87,32,7,33,64,0.281,3.65,9,4,5,0,355,5,34,5,2,4 +weaveje02,2009,1,LAA,AL,16,8,33,33,4,2,0,633,196,88,26,66,174,0.246,3.75,3,3,4,0,882,0,91,6,8,5 +webbbr01,2009,1,ARI,NL,0,0,1,1,0,0,0,12,6,6,2,2,2,0.353,13.50,0,0,1,0,20,0,6,0,0,0 +webbry01,2009,1,SDN,NL,2,1,28,0,0,0,0,77,27,11,3,11,19,0.265,3.86,1,4,1,0,117,9,14,2,1,2 +welleto01,2009,1,SLN,NL,7,10,28,21,0,0,0,367,160,80,19,57,78,0.328,5.89,2,2,3,0,561,4,88,9,4,20 +wellski01,2009,1,WAS,NL,0,2,23,0,0,0,2,79,23,19,1,18,18,0.237,6.49,1,0,0,0,117,8,19,1,1,1 +wellski01,2009,2,CIN,NL,2,3,10,7,0,0,0,139,37,24,5,22,25,0.222,4.66,0,0,5,0,197,1,24,3,0,4 +wellsra01,2009,1,CHN,NL,12,10,27,27,0,0,0,496,165,56,14,46,104,0.261,3.05,4,3,6,1,694,0,67,7,4,20 +westse01,2009,1,FLO,NL,8,6,20,20,0,0,0,310,115,55,11,44,70,0.280,4.79,0,3,3,0,467,0,62,5,4,12 +wheelda01,2009,1,TBA,AL,4,5,69,0,0,0,2,173,41,21,11,9,45,0.199,3.28,2,3,0,0,219,20,22,3,1,3 +whislwe01,2009,1,CHA,AL,0,0,3,0,0,0,0,4,0,2,0,3,2,0.000,13.50,0,1,0,0,7,2,2,0,0,0 +whitese02,2009,1,SEA,AL,3,2,52,0,0,0,1,193,50,20,3,20,28,0.216,2.80,1,3,2,0,261,15,23,2,4,5 +willido03,2009,1,DET,AL,1,4,7,7,0,0,0,101,37,28,4,28,17,0.294,7.49,0,1,1,0,160,0,28,2,3,6 +willira01,2009,1,CHA,AL,0,1,25,0,0,0,0,53,13,9,2,12,22,0.206,4.58,4,0,3,0,80,6,9,1,1,0 +wilsobr01,2009,1,SFN,NL,5,6,68,0,0,0,38,217,60,22,3,27,83,0.223,2.74,4,4,1,0,303,60,27,4,2,6 +wilsocj01,2009,1,TEX,AL,5,6,74,0,0,0,14,221,66,23,3,32,84,0.234,2.81,3,3,6,0,323,30,29,3,0,5 +wilsojo03,2009,1,ARI,NL,0,0,1,0,0,0,0,3,0,0,0,1,0,0.000,0.00,0,0,0,0,3,1,0,0,0,1 +wilsojo03,2009,2,SDN,NL,0,1,1,0,0,0,0,3,3,3,1,1,0,0.600,27.00,0,0,0,0,7,1,3,1,0,0 +wolfebr01,2009,1,TOR,AL,2,2,14,0,0,0,0,46,25,14,5,7,11,0.379,8.22,1,1,1,0,77,8,15,1,2,3 +wolfra02,2009,1,LAN,NL,11,7,34,34,0,0,0,643,178,77,24,58,160,0.227,3.23,1,4,6,0,862,0,81,12,2,16 +woodke02,2009,1,CLE,AL,3,3,58,0,0,0,20,165,48,26,7,28,63,0.233,4.25,0,5,3,0,241,50,26,1,3,4 +woodti01,2009,1,FLO,NL,1,0,18,0,0,0,0,67,22,7,2,10,16,0.272,2.82,1,2,1,0,97,8,8,2,3,3 +wrighja01,2009,1,KCA,AL,3,5,65,0,0,0,0,237,73,38,8,44,60,0.247,4.33,5,7,7,0,350,14,51,4,0,11 +wrighwe01,2009,1,HOU,NL,3,4,49,0,0,0,0,134,53,27,9,25,47,0.299,5.44,3,2,0,0,204,5,27,0,2,5 +wuertmi01,2009,1,OAK,AL,6,1,74,0,0,0,4,236,52,23,6,23,102,0.188,2.63,1,6,0,0,304,9,25,2,3,3 +yabutya01,2009,1,KCA,AL,2,1,12,0,0,0,0,42,29,21,3,7,9,0.420,13.50,0,4,0,0,77,3,21,0,1,1 +yatesty01,2009,1,PIT,NL,0,2,15,0,0,0,0,36,14,10,2,7,9,0.311,7.50,1,0,1,0,56,2,12,2,1,1 +youngch03,2009,1,SDN,NL,4,6,14,14,0,0,0,228,70,44,12,40,50,0.246,5.21,3,1,2,0,336,0,47,4,5,2 +zambrca01,2009,1,CHN,NL,9,7,28,28,1,1,0,508,155,71,10,78,152,0.246,3.77,6,7,9,0,733,0,78,10,5,8 +zavadcl01,2009,1,ARI,NL,3,3,49,0,0,0,0,153,45,19,5,24,52,0.236,3.35,2,1,3,0,221,9,22,2,1,2 +zieglbr01,2009,1,OAK,AL,2,4,69,0,0,0,7,220,82,25,2,28,54,0.293,3.07,4,0,1,0,313,23,27,1,3,14 +zimmejo02,2009,1,WAS,NL,3,5,16,16,0,0,0,274,95,47,10,29,92,0.271,4.63,0,0,4,0,391,0,51,5,3,6 +zitoba01,2009,1,SFN,NL,10,13,33,33,1,0,0,576,179,86,21,81,154,0.250,4.03,8,2,8,2,818,0,89,11,1,19 +zumayjo01,2009,1,DET,AL,3,3,29,0,0,0,1,93,34,17,5,22,30,0.274,4.94,3,1,1,0,149,5,18,1,1,2 +aardsda01,2010,1,SEA,AL,0,6,53,0,0,0,31,149,33,19,5,25,49,0.198,3.44,5,2,2,0,202,43,19,7,1,5 +abadfe01,2010,1,HOU,NL,0,1,22,0,0,0,0,57,14,6,3,5,12,0.200,2.84,0,0,0,0,76,6,6,0,1,0 +accarje01,2010,1,TOR,AL,0,1,5,0,0,0,0,20,12,6,0,3,3,0.400,8.10,0,2,1,0,34,2,6,0,0,2 +aceveal01,2010,1,NYA,AL,3,0,10,0,0,0,1,36,10,4,1,4,2,0.208,3.00,1,0,1,0,53,2,5,0,0,0 +acostma01,2010,1,NYN,NL,3,2,41,0,0,0,1,119,30,13,4,18,42,0.219,2.95,1,3,0,0,157,12,13,1,1,4 +adamsmi03,2010,1,SDN,NL,4,1,70,0,0,0,0,200,48,13,2,23,73,0.196,1.76,2,0,0,0,268,3,14,0,0,2 +affelje01,2010,1,SFN,NL,4,3,53,0,0,0,4,150,56,23,4,24,44,0.290,4.14,5,4,3,0,228,14,25,7,1,4 +albaljo01,2010,1,NYA,AL,0,0,10,0,0,0,0,34,9,5,1,8,8,0.231,3.97,1,0,2,0,50,5,5,0,1,2 +alberma01,2010,1,BAL,AL,5,3,62,0,0,0,0,227,78,38,6,34,49,0.269,4.52,5,2,2,0,329,19,41,3,0,12 +ambrihe01,2010,1,CLE,AL,0,2,34,0,0,0,0,145,68,30,10,17,37,0.338,5.59,1,4,1,0,224,20,31,2,3,6 +anderbr04,2010,1,OAK,AL,7,6,19,19,0,0,0,337,112,35,6,22,75,0.257,2.80,2,4,7,2,470,0,41,3,2,12 +arrieja01,2010,1,BAL,AL,6,6,18,18,0,0,0,301,106,52,9,48,52,0.271,4.66,3,5,4,0,449,0,57,4,2,10 +arroybr01,2010,1,CIN,NL,17,10,33,33,2,0,0,647,188,93,29,59,121,0.234,3.88,5,1,6,1,880,0,95,6,5,19 +atchisc01,2010,1,BOS,AL,2,3,43,1,0,0,0,180,58,30,9,19,41,0.252,4.50,2,4,1,0,253,8,37,1,2,6 +atilalu01,2010,1,WAS,NL,6,7,16,16,0,0,0,257,96,49,11,32,40,0.282,5.15,5,1,2,1,385,0,56,7,3,4 +atkinmi01,2010,1,CHN,NL,0,0,5,0,0,0,0,30,12,7,2,6,10,0.286,6.30,0,0,1,0,49,2,8,0,0,0 +axforjo01,2010,1,MIL,NL,8,2,50,0,0,0,24,174,42,16,1,27,76,0.204,2.48,3,4,1,0,238,43,17,2,2,4 +badenbu01,2010,1,FLO,NL,2,5,53,0,0,0,1,203,62,30,5,21,47,0.246,3.99,5,1,2,0,281,16,33,5,1,7 +baezda01,2010,1,PHI,NL,3,4,51,0,0,0,0,143,55,29,6,23,28,0.301,5.48,2,1,3,0,216,17,31,4,3,8 +bailean01,2010,1,OAK,AL,1,3,47,0,0,0,25,147,34,8,3,13,42,0.199,1.47,1,0,0,0,189,42,8,2,3,4 +baileho02,2010,1,CIN,NL,4,3,19,19,1,1,0,327,109,54,11,40,100,0.260,4.46,6,3,3,1,465,0,55,2,1,7 +bakersc02,2010,1,MIN,AL,12,9,29,29,0,0,0,511,186,85,23,43,148,0.277,4.49,0,7,6,0,725,0,87,1,4,11 +balesco01,2010,1,WAS,NL,0,1,17,0,0,0,0,63,15,6,2,11,28,0.203,2.57,1,4,2,0,89,8,6,2,0,2 +balfogr01,2010,1,TBA,AL,2,1,57,0,0,0,0,166,43,14,3,17,56,0.216,2.28,2,4,0,1,222,8,16,2,4,0 +banksjo01,2010,1,HOU,NL,0,1,1,1,0,0,0,12,8,6,1,4,1,0.400,13.50,0,0,0,0,24,0,6,0,0,0 +bannibr01,2010,1,KCA,AL,7,12,24,23,0,0,0,383,158,90,23,50,77,0.302,6.34,0,10,3,0,581,1,92,2,2,5 +bardda01,2010,1,BOS,AL,1,2,73,0,0,0,3,224,45,16,6,30,76,0.176,1.93,3,2,2,0,295,12,18,2,5,5 +bassbr01,2010,1,PIT,NL,0,0,4,0,0,0,0,22,9,10,0,10,5,0.310,12.27,2,1,1,0,42,0,11,1,1,0 +bastaan01,2010,1,PHI,NL,2,0,25,0,0,0,0,56,19,9,1,9,26,0.253,4.34,0,0,2,0,86,2,9,0,0,0 +batismi01,2010,1,WAS,NL,1,2,58,1,0,0,2,248,71,34,9,39,55,0.234,3.70,8,4,5,0,350,18,36,1,2,11 +bautide01,2010,1,SFN,NL,2,0,31,0,0,0,0,101,25,14,4,27,44,0.205,3.74,4,7,3,0,157,8,14,3,2,0 +beachbr01,2010,1,ATL,NL,0,2,3,3,0,0,0,45,16,5,0,7,15,0.267,3.00,3,1,0,0,67,0,9,0,0,0 +beckejo02,2010,1,BOS,AL,6,6,21,21,0,0,0,383,151,82,20,45,116,0.292,5.78,3,3,8,0,577,0,89,4,2,8 +beimejo01,2010,1,COL,NL,1,2,71,0,0,0,0,135,46,17,5,15,21,0.269,3.40,3,2,0,1,188,11,18,1,1,5 +belisma01,2010,1,COL,NL,7,5,76,0,0,0,1,276,84,30,7,16,91,0.246,2.93,5,3,2,1,365,11,34,4,2,11 +belisro01,2010,1,LAN,NL,3,1,59,0,0,0,2,166,52,31,6,19,38,0.250,5.04,4,4,3,1,233,13,31,3,0,7 +bellhe01,2010,1,SDN,NL,6,1,67,0,0,0,47,210,56,15,1,28,86,0.221,1.93,3,1,1,0,287,57,17,4,1,4 +belltr01,2010,1,LAA,AL,2,5,25,7,0,0,0,183,77,32,2,21,45,0.312,4.72,2,5,1,0,273,8,35,3,1,5 +beltrom01,2010,1,TEX,AL,0,1,2,2,0,0,0,21,9,7,3,7,9,0.321,9.00,0,0,2,0,38,0,7,1,0,0 +benoijo01,2010,1,TBA,AL,1,2,63,0,0,0,1,181,30,9,6,11,75,0.147,1.34,1,1,0,0,217,16,10,0,2,2 +bensokr01,2010,1,ARI,NL,1,1,3,3,0,0,0,42,18,8,2,6,8,0.305,5.14,0,1,1,0,67,0,9,1,0,1 +bergebr02,2010,1,BAL,AL,8,12,30,28,2,0,0,510,193,94,26,51,81,0.285,4.98,4,0,7,3,746,1,104,5,5,15 +bergju01,2010,1,CHN,NL,0,1,41,0,0,0,0,120,45,23,3,20,14,0.280,5.18,1,2,3,0,187,12,27,1,2,4 +bergmja01,2010,1,WAS,NL,0,1,4,0,0,0,0,7,3,4,2,1,2,0.300,15.43,0,0,0,0,11,0,4,0,0,0 +berkeja01,2010,1,BAL,AL,3,3,41,0,0,0,0,187,64,21,5,19,45,0.270,3.03,3,3,0,0,262,8,24,4,1,7 +betanra01,2010,1,COL,NL,5,1,72,0,0,0,1,187,52,25,9,8,89,0.220,3.61,2,7,0,0,248,18,25,3,1,0 +billich01,2010,1,LAN,NL,12,11,31,31,1,1,0,575,176,76,8,69,171,0.244,3.57,7,4,10,0,817,0,82,7,11,14 +bisenjo01,2010,1,WAS,NL,0,0,5,0,0,0,0,14,6,5,1,6,5,0.300,9.64,0,0,0,0,26,2,6,0,0,1 +blackni01,2010,1,MIN,AL,10,12,28,26,1,0,0,483,194,97,25,40,68,0.302,5.42,1,3,4,1,692,2,101,2,3,21 +blantjo01,2010,1,PHI,NL,9,6,29,28,0,0,0,527,206,94,27,43,134,0.291,4.82,6,2,3,0,765,0,104,5,7,13 +blevije01,2010,1,OAK,AL,2,1,63,0,0,0,1,146,54,20,7,18,46,0.274,3.70,1,0,1,0,220,9,20,3,1,0 +boggsmi01,2010,1,SLN,NL,2,3,61,0,0,0,0,202,60,27,5,27,52,0.243,3.61,2,5,4,0,285,22,29,4,3,10 +bondeje01,2010,1,DET,AL,8,10,30,29,0,0,0,513,187,105,25,60,112,0.277,5.53,1,8,10,0,754,0,113,3,5,17 +bonined01,2010,1,DET,AL,4,1,47,1,0,0,0,204,84,35,7,22,26,0.305,4.63,2,4,3,0,303,14,37,0,3,9 +bonsebo01,2010,1,BOS,AL,0,0,2,0,0,0,0,6,6,4,0,2,0,0.545,18.00,0,0,0,0,13,1,4,0,0,1 +bonsebo01,2010,2,OAK,AL,1,0,13,0,0,0,0,69,27,13,2,6,17,0.300,5.09,0,1,0,0,99,3,13,3,0,2 +bowdemi01,2010,1,BOS,AL,0,1,14,0,0,0,0,46,20,8,2,4,13,0.323,4.70,0,2,0,0,66,7,8,0,0,1 +bowerce01,2010,1,OAK,AL,0,1,14,0,0,0,0,42,12,7,4,6,18,0.218,4.50,1,0,1,0,62,10,9,0,0,0 +boyerbl01,2010,1,ARI,NL,3,2,54,0,0,0,0,171,59,27,3,29,29,0.273,4.26,1,2,1,0,251,11,32,3,2,12 +braddza01,2010,1,MIL,NL,1,2,46,0,0,0,0,101,29,11,1,19,41,0.228,2.94,0,2,2,0,151,4,11,1,2,1 +bradeda01,2010,1,OAK,AL,11,14,30,30,5,2,0,578,180,75,17,43,113,0.249,3.50,0,2,5,1,781,0,83,6,4,17 +braybi01,2010,1,CIN,NL,0,2,35,0,0,0,0,85,21,13,4,10,30,0.198,4.13,1,2,0,0,117,4,13,1,0,0 +breslcr01,2010,1,OAK,AL,4,4,75,0,0,0,5,224,53,25,9,29,71,0.194,3.01,4,0,0,1,304,23,26,2,0,5 +broxtjo01,2010,1,LAN,NL,5,6,64,0,0,0,22,187,64,28,4,28,73,0.270,4.04,5,1,2,0,271,46,30,3,1,5 +brunebr01,2010,1,WAS,NL,1,2,19,0,0,0,0,53,21,15,1,20,16,0.309,7.64,1,1,0,0,93,6,18,3,2,1 +buchhcl01,2010,1,BOS,AL,17,7,28,28,1,1,0,521,142,45,9,67,120,0.226,2.33,1,7,5,1,711,0,55,5,5,24 +buchhta01,2010,1,COL,NL,1,0,7,0,0,0,0,30,10,5,2,6,9,0.278,4.50,0,0,0,0,43,2,5,1,0,0 +buchhta01,2010,2,TOR,AL,0,0,2,0,0,0,0,6,0,0,0,0,0,0.000,0.00,0,0,0,0,6,2,0,0,0,0 +bucknbi02,2010,1,ARI,NL,0,3,3,3,0,0,0,39,26,16,4,5,11,0.406,11.08,0,1,2,0,72,0,17,0,1,0 +buehrma01,2010,1,CHA,AL,13,13,33,33,3,0,0,631,246,100,17,49,99,0.295,4.28,1,3,1,5,897,0,105,6,7,19 +buentja01,2010,1,FLO,NL,0,0,8,0,0,0,0,33,16,8,0,11,9,0.340,6.55,2,1,0,0,59,2,8,1,0,0 +bulgeja01,2010,1,LAA,AL,0,0,25,0,0,0,0,72,25,13,3,15,25,0.269,4.88,0,1,2,0,111,5,14,1,0,0 +bullibr01,2010,1,KCA,AL,1,4,13,5,0,0,0,128,51,29,6,17,29,0.297,6.12,2,1,4,0,196,2,29,1,2,2 +bumgama01,2010,1,SFN,NL,7,6,18,18,0,0,0,333,119,37,11,26,86,0.272,3.00,2,1,5,1,472,0,40,0,4,10 +burneaj01,2010,1,NYA,AL,10,15,33,33,1,0,0,560,204,109,25,78,145,0.285,5.26,2,16,19,0,829,0,118,7,10,25 +burneal01,2010,1,MIN,AL,2,2,41,0,0,0,0,143,52,28,6,23,37,0.287,5.29,3,2,2,2,211,11,28,4,1,7 +burnese01,2010,1,WAS,NL,1,7,73,0,0,0,3,189,52,15,3,20,62,0.220,2.14,4,2,1,0,261,10,17,4,0,6 +burrebr01,2010,1,PIT,NL,4,5,20,13,0,0,0,238,87,44,9,34,45,0.275,4.99,4,3,6,0,362,1,48,3,3,4 +burtoja01,2010,1,CIN,NL,0,0,4,0,0,0,0,10,0,0,0,0,1,0.000,0.00,0,0,0,0,10,2,0,0,0,0 +bushda01,2010,1,MIL,NL,8,13,32,31,0,0,0,523,198,88,28,65,107,0.286,4.54,6,1,4,1,781,0,108,9,10,14 +byrdati01,2010,1,HOU,NL,2,2,64,0,0,0,0,116,40,15,4,20,29,0.272,3.49,0,2,0,0,170,9,15,0,3,4 +cabrefe01,2010,1,BOS,AL,0,0,1,0,0,0,0,4,2,3,1,2,0,0.400,20.25,0,0,0,0,7,0,3,0,0,1 +cahiltr01,2010,1,OAK,AL,18,8,30,30,1,1,0,590,155,65,19,63,118,0.220,2.97,1,2,6,2,783,0,73,3,6,27 +cainma01,2010,1,SFN,NL,13,11,33,33,4,2,0,670,181,78,22,61,177,0.221,3.14,4,8,4,0,896,0,84,6,7,10 +campsh01,2010,1,TOR,AL,4,3,70,0,0,0,2,217,71,24,8,18,46,0.259,2.99,5,2,4,0,298,13,26,0,2,9 +cappsma01,2010,1,WAS,NL,3,3,47,0,0,0,26,138,51,14,5,9,38,0.274,2.74,3,0,0,0,199,43,20,4,0,2 +cappsma01,2010,2,MIN,AL,2,0,27,0,0,0,16,81,24,6,1,8,21,0.247,2.00,1,1,0,0,106,23,7,1,0,5 +capuach01,2010,1,MIL,NL,4,4,24,9,0,0,0,198,65,29,9,21,54,0.259,3.95,1,5,1,0,278,5,29,3,2,7 +carides01,2010,1,CHN,NL,0,1,8,0,0,0,0,12,4,5,1,5,4,0.235,11.25,0,0,0,0,23,3,7,0,1,0 +carlsje01,2010,1,TOR,AL,0,0,20,0,0,0,1,41,13,7,3,5,8,0.250,4.61,2,0,1,0,59,5,7,1,0,1 +carmofa01,2010,1,CLE,AL,13,14,33,33,4,1,0,631,203,88,17,72,124,0.258,3.77,0,3,9,0,880,0,98,2,10,30 +carpean01,2010,1,PHI,NL,0,1,1,0,0,0,0,9,5,3,1,0,2,0.385,9.00,0,1,0,0,14,0,3,1,0,0 +carpech01,2010,1,SLN,NL,16,9,35,35,1,0,0,705,214,84,21,63,179,0.244,3.22,4,3,13,0,969,0,99,9,7,25 +carraca01,2010,1,CLE,AL,2,2,7,7,1,0,0,134,47,19,6,14,38,0.276,3.83,1,1,1,0,188,0,20,2,1,4 +carradj01,2010,1,PIT,NL,2,2,45,0,0,0,0,167,50,24,4,22,45,0.248,3.88,1,4,4,0,232,6,24,3,1,4 +carradj01,2010,2,ARI,NL,1,0,18,0,0,0,0,68,18,8,1,12,20,0.217,3.18,2,2,1,0,98,2,15,0,2,4 +cashke01,2010,1,HOU,NL,0,0,1,0,0,0,0,3,3,1,0,0,0,0.500,9.00,0,0,0,0,6,1,1,0,0,0 +cashnan01,2010,1,CHN,NL,2,6,53,0,0,0,0,163,55,29,8,30,50,0.267,4.80,5,4,4,1,248,9,31,6,2,5 +cassebo01,2010,1,LAA,AL,1,2,16,0,0,0,0,60,23,7,0,8,8,0.277,3.15,2,1,1,0,94,9,11,1,1,2 +castial02,2010,1,BAL,AL,1,0,14,0,0,0,0,32,16,12,5,6,11,0.356,10.13,0,1,0,0,51,6,12,0,0,2 +cecilbr01,2010,1,TOR,AL,15,7,28,28,0,0,0,518,175,81,18,54,117,0.264,4.22,2,7,1,1,726,0,87,1,6,24 +cedajo01,2010,1,FLO,NL,0,0,8,0,0,0,0,26,8,5,1,11,9,0.242,5.19,1,0,1,1,45,1,5,0,0,1 +chacigu01,2010,1,HOU,NL,2,2,44,0,0,0,1,115,51,20,3,20,31,0.315,4.70,3,2,0,0,186,12,22,3,1,0 +chacijh01,2010,1,COL,NL,9,11,28,21,0,0,0,412,114,50,10,61,138,0.227,3.28,5,4,9,0,583,2,64,6,5,14 +chambjo03,2010,1,NYA,AL,3,4,73,0,0,0,3,215,71,35,6,22,77,0.253,4.40,2,5,1,1,305,18,37,0,1,6 +chapmar01,2010,1,CIN,NL,2,2,15,0,0,0,0,40,9,3,0,5,19,0.196,2.03,0,2,0,0,51,3,4,0,0,2 +chaveje01,2010,1,ATL,NL,3,2,28,0,0,0,0,110,40,24,6,12,29,0.278,5.89,3,0,1,0,162,16,24,3,2,2 +chaveje01,2010,2,KCA,AL,2,3,23,0,0,0,0,78,29,17,5,11,16,0.279,5.88,4,2,0,0,118,10,20,2,1,0 +chenbr01,2010,1,KCA,AL,12,7,33,23,1,1,1,421,136,65,17,57,98,0.254,4.17,4,3,3,0,608,4,68,6,7,8 +chicoma01,2010,1,WAS,NL,0,0,1,1,0,0,0,15,6,2,0,0,3,0.286,3.60,0,1,1,0,22,0,2,0,0,0 +choatra01,2010,1,TBA,AL,4,3,85,0,0,0,0,134,41,21,3,17,40,0.252,4.23,5,4,3,0,187,8,23,2,2,8 +cishest01,2010,1,FLO,NL,0,0,3,0,0,0,0,13,1,0,0,1,3,0.071,0.00,0,0,0,0,15,2,0,0,0,0 +clippty01,2010,1,WAS,NL,11,8,78,0,0,0,1,273,69,31,8,41,112,0.212,3.07,4,1,2,1,378,18,33,3,7,6 +coellro01,2010,1,BOS,AL,0,0,6,0,0,0,0,17,4,3,0,5,5,0.190,4.76,0,1,0,0,26,2,3,0,0,0 +coffeto01,2010,1,MIL,NL,2,4,69,0,0,0,0,187,65,33,8,23,56,0.270,4.76,5,6,3,0,274,12,40,2,5,2 +cokeph01,2010,1,DET,AL,7,5,74,1,0,0,2,194,67,27,2,26,53,0.275,3.76,4,3,4,0,279,18,29,2,3,10 +colemca01,2010,1,CHN,NL,4,2,12,8,0,0,0,171,56,26,3,25,27,0.260,4.11,2,3,2,0,248,0,27,2,4,9 +colomje01,2010,1,SEA,AL,0,1,12,0,0,0,0,51,15,10,1,11,16,0.242,5.29,0,3,1,0,77,1,10,0,3,1 +colonro01,2010,1,KCA,AL,0,0,5,0,0,0,0,6,5,4,0,2,1,0.455,18.00,0,0,1,0,14,2,4,0,0,0 +contrjo01,2010,1,PHI,NL,6,4,67,0,0,0,4,170,53,21,5,16,57,0.255,3.34,2,0,4,0,233,21,22,4,1,5 +cookaa01,2010,1,COL,NL,6,8,23,23,2,0,0,383,147,72,11,52,62,0.290,5.08,4,3,4,1,572,0,77,3,6,18 +cordech01,2010,1,SEA,AL,0,1,9,0,0,0,0,29,10,7,1,5,6,0.313,6.52,0,1,1,0,41,4,7,1,2,1 +cordefr01,2010,1,CIN,NL,6,5,75,0,0,0,40,218,68,31,5,36,59,0.246,3.84,1,2,2,0,316,64,32,1,1,7 +cormila01,2010,1,TBA,AL,4,3,60,0,0,0,0,186,68,27,7,34,30,0.281,3.92,3,3,0,1,279,17,28,2,1,8 +corpama01,2010,1,COL,NL,3,5,56,0,0,0,10,187,66,32,7,22,47,0.269,4.62,5,1,2,0,274,27,33,2,3,6 +correke01,2010,1,SDN,NL,10,10,28,26,0,0,0,435,152,87,20,64,115,0.271,5.40,6,3,5,0,641,0,89,6,5,11 +corteda02,2010,1,SEA,AL,0,1,4,0,0,0,0,16,3,2,0,3,6,0.158,3.38,0,2,0,0,23,2,3,0,1,0 +crainje01,2010,1,MIN,AL,1,1,71,0,0,0,1,204,53,23,5,27,62,0.215,3.04,4,3,1,0,278,16,27,3,0,6 +cramebo01,2010,1,OAK,AL,2,1,4,4,0,0,0,71,20,8,5,6,13,0.233,3.04,0,0,0,0,93,0,8,1,0,2 +cruzju02,2010,1,KCA,AL,0,0,5,0,0,0,0,16,9,2,0,4,7,0.391,3.38,0,0,0,0,28,1,2,1,0,0 +cuetojo01,2010,1,CIN,NL,12,7,31,31,1,1,0,557,181,75,19,56,138,0.257,3.64,5,5,9,2,780,0,79,9,3,12 +daiglca01,2010,1,HOU,NL,1,1,13,0,0,0,0,31,25,13,3,6,6,0.439,11.32,1,4,0,0,63,4,13,0,0,0 +daleyma01,2010,1,COL,NL,0,1,28,0,0,0,0,70,27,11,2,10,18,0.293,4.24,1,1,3,0,108,4,11,2,1,1 +danksjo01,2010,1,CHA,AL,15,11,32,32,1,1,0,639,189,88,18,70,162,0.237,3.72,2,2,4,1,878,0,93,5,0,25 +davieky01,2010,1,KCA,AL,8,12,32,32,1,0,0,551,206,109,20,80,126,0.283,5.34,1,5,2,1,817,0,114,3,5,19 +davisdo02,2010,1,MIL,NL,1,4,8,8,0,0,0,115,55,32,6,21,34,0.333,7.51,1,3,3,0,191,0,36,2,0,4 +daviswa01,2010,1,TBA,AL,12,10,29,29,0,0,0,504,165,76,24,62,113,0.255,4.07,2,4,5,0,722,0,77,3,6,8 +dedunsa01,2010,1,COL,NL,0,0,4,0,0,0,0,8,3,1,1,1,3,0.273,3.38,0,0,0,0,12,3,1,0,0,0 +delanro01,2010,1,MIN,AL,0,0,1,0,0,0,0,3,2,1,1,1,0,0.500,9.00,0,0,0,0,5,1,1,0,0,1 +delarjo01,2010,1,COL,NL,8,7,20,20,0,0,0,365,105,57,15,55,113,0.235,4.22,4,9,5,1,512,0,62,3,3,21 +delcama01,2010,1,BOS,AL,3,2,48,0,0,0,0,132,33,23,7,28,32,0.204,4.70,1,0,1,0,193,9,24,1,1,1 +delcama01,2010,2,COL,NL,0,2,9,0,0,0,0,25,12,6,1,4,6,0.324,6.48,1,1,0,0,41,3,6,0,0,1 +delroen01,2010,1,CIN,NL,1,1,9,0,0,0,0,26,13,2,0,4,3,0.382,2.08,0,0,0,0,42,2,4,3,1,2 +delroen01,2010,2,HOU,NL,0,0,2,0,0,0,0,4,4,3,0,0,1,0.500,20.25,0,0,1,0,9,1,3,0,0,0 +demelsa01,2010,1,ARI,NL,2,1,37,0,0,0,2,111,42,22,5,12,33,0.278,5.35,2,5,1,0,165,10,27,0,1,4 +dempsry01,2010,1,CHN,NL,15,12,34,34,1,0,0,646,198,92,25,86,208,0.244,3.85,4,6,10,0,918,0,110,9,2,19 +desseel01,2010,1,NYN,NL,4,2,53,0,0,0,0,141,41,12,4,16,16,0.240,2.30,6,0,3,0,194,6,14,3,1,6 +detwiro01,2010,1,WAS,NL,1,3,8,5,0,0,0,89,34,14,5,14,17,0.288,4.25,1,1,1,0,135,1,22,2,0,4 +diamoth01,2010,1,CHN,NL,1,3,16,3,0,0,0,87,33,22,5,18,36,0.295,6.83,2,2,2,0,138,3,23,2,3,2 +dickera01,2010,1,NYN,NL,11,9,27,26,2,1,0,523,165,55,13,42,104,0.251,2.84,3,11,4,0,713,0,62,7,3,15 +donnebr01,2010,1,PIT,NL,3,1,38,0,0,0,0,92,26,19,6,25,26,0.234,5.58,1,1,1,1,142,14,21,2,3,3 +doteloc01,2010,1,PIT,NL,2,2,41,0,0,0,21,120,35,19,5,17,48,0.236,4.28,2,2,3,0,173,37,21,2,3,0 +doteloc01,2010,2,LAN,NL,1,1,19,0,0,0,1,56,11,7,3,11,21,0.167,3.38,3,3,0,0,78,12,7,0,1,0 +doteloc01,2010,3,COL,NL,0,1,8,0,0,0,0,16,6,3,1,4,6,0.250,5.06,0,3,0,0,28,1,4,0,0,0 +doubrfe01,2010,1,BOS,AL,2,2,12,3,0,0,2,75,27,12,3,10,23,0.270,4.32,0,3,1,0,113,5,16,1,1,1 +downssc01,2010,1,TOR,AL,5,5,67,0,0,0,0,184,47,18,3,14,48,0.211,2.64,3,1,4,0,241,14,19,0,0,10 +drabeky01,2010,1,TOR,AL,0,3,3,3,0,0,0,51,18,9,2,5,12,0.295,4.76,0,2,0,0,69,0,9,1,2,6 +duchsju01,2010,1,OAK,AL,2,1,5,5,0,0,0,84,26,9,3,12,18,0.255,2.89,0,2,1,0,116,0,11,0,1,7 +duensbr01,2010,1,MIN,AL,10,3,53,13,1,1,0,392,122,38,11,35,78,0.247,2.62,5,1,3,0,535,11,42,4,0,15 +dukeza01,2010,1,PIT,NL,8,15,29,29,0,0,0,477,212,101,25,51,96,0.321,5.72,2,4,4,3,730,0,115,9,6,21 +dunnmi01,2010,1,ATL,NL,2,0,25,0,0,0,0,57,15,4,1,17,27,0.211,1.89,2,2,0,0,88,5,4,0,0,2 +durbich01,2010,1,PHI,NL,4,1,64,0,0,0,0,206,63,29,7,27,63,0.246,3.80,2,0,5,0,291,9,29,1,2,8 +ekstrmi01,2010,1,TBA,AL,0,1,15,0,0,0,0,49,12,6,0,9,10,0.214,3.31,1,1,2,0,68,10,6,0,1,2 +elbersc01,2010,1,LAN,NL,0,0,1,0,0,0,0,2,1,1,0,3,0,0.333,13.50,0,0,0,0,6,0,1,0,0,0 +elyjo01,2010,1,LAN,NL,4,10,18,18,0,0,0,300,105,61,12,40,76,0.276,5.49,2,4,2,0,430,0,63,4,4,13 +englije01,2010,1,WAS,NL,0,0,7,0,0,0,0,21,10,3,0,2,4,0.323,3.86,0,1,0,0,33,0,3,0,0,0 +enrigba01,2010,1,ARI,NL,6,7,17,17,0,0,0,297,97,43,20,29,49,0.261,3.91,0,0,1,0,410,0,43,8,1,13 +escaled01,2010,1,COL,NL,0,0,5,0,0,0,0,18,4,1,0,4,2,0.190,1.50,2,1,0,0,26,2,1,0,1,0 +estrama01,2010,1,MIL,NL,0,0,7,1,0,0,0,34,14,12,3,6,13,0.280,9.53,0,2,1,0,58,0,13,1,0,0 +evelada01,2010,1,TOR,AL,3,4,9,9,0,0,0,134,57,32,4,27,21,0.313,6.45,1,3,2,0,213,0,35,0,2,5 +evelada01,2010,2,PIT,NL,0,1,3,1,0,0,0,29,15,9,0,5,3,0.375,8.38,1,1,2,0,49,1,9,0,2,1 +farnsky01,2010,1,KCA,AL,3,0,37,0,0,0,0,134,40,12,2,12,36,0.240,2.42,0,2,4,0,185,9,13,1,1,2 +farnsky01,2010,2,ATL,NL,0,2,23,0,0,0,0,60,15,12,2,7,25,0.208,5.40,1,1,0,0,82,6,12,2,1,0 +feldmsc01,2010,1,TEX,AL,7,11,29,22,0,0,0,424,181,86,18,45,75,0.313,5.48,2,11,5,0,641,2,98,5,8,10 +felicpe01,2010,1,NYN,NL,3,6,92,0,0,0,0,188,66,23,1,30,56,0.273,3.30,6,1,6,0,280,16,24,2,0,10 +felizne01,2010,1,TEX,AL,4,3,70,0,0,0,40,208,43,21,5,18,71,0.176,2.73,1,5,5,0,269,59,21,1,0,5 +fienca01,2010,1,DET,AL,0,0,2,0,0,0,0,8,4,3,2,0,0,0.364,10.13,0,0,0,0,12,2,3,1,0,0 +figaral01,2010,1,DET,AL,0,2,8,1,0,0,0,44,18,11,1,8,5,0.310,6.75,2,2,0,0,69,5,12,2,1,2 +figuene01,2010,1,PHI,NL,2,1,13,1,0,0,1,78,20,10,1,9,15,0.220,3.46,2,2,0,0,104,5,10,4,0,0 +figuene01,2010,2,HOU,NL,5,3,18,10,0,0,0,201,64,24,9,25,58,0.251,3.22,2,4,2,0,286,1,28,1,3,5 +fisheca01,2010,1,CIN,NL,1,1,18,0,0,0,0,67,22,14,1,13,21,0.256,5.64,2,2,1,0,100,5,14,0,0,3 +fistedo01,2010,1,SEA,AL,6,14,28,28,0,0,0,513,187,78,13,32,93,0.277,4.11,2,8,6,3,720,0,85,2,4,15 +florera01,2010,1,COL,NL,2,0,47,0,0,0,0,82,22,9,4,13,18,0.224,2.96,1,0,1,0,115,10,10,3,0,2 +florera01,2010,2,MIN,AL,0,0,11,0,0,0,0,11,10,2,2,2,2,0.500,4.91,0,0,0,0,23,1,2,0,1,0 +floydga01,2010,1,CHA,AL,10,13,31,31,1,0,0,562,199,85,14,58,151,0.274,4.08,4,9,6,1,798,0,92,3,4,25 +foxma01,2010,1,MIN,AL,0,0,1,1,0,0,0,17,4,2,0,1,0,0.211,3.18,0,0,0,0,21,0,2,0,1,1 +foxma01,2010,2,BOS,AL,0,0,3,0,0,0,0,5,4,2,0,1,0,0.500,10.80,0,1,0,0,10,1,2,0,1,0 +francfr01,2010,1,TEX,AL,6,4,56,0,0,0,2,158,49,22,5,18,60,0.247,3.76,2,2,1,1,221,20,23,3,1,4 +francje01,2010,1,COL,NL,4,6,20,19,0,0,0,313,119,58,11,23,67,0.293,5.00,3,1,2,0,441,0,61,6,4,13 +frankry01,2010,1,SLN,NL,6,2,59,0,0,0,27,195,57,25,7,10,42,0.230,3.46,1,5,4,0,264,51,25,1,1,5 +frasoja01,2010,1,TOR,AL,3,4,69,0,0,0,4,191,61,26,4,27,65,0.247,3.68,6,5,4,0,279,18,30,1,0,7 +frenclu01,2010,1,SEA,AL,5,7,16,13,0,0,0,263,88,47,13,29,37,0.262,4.83,2,4,4,0,371,2,47,0,2,6 +frierer01,2010,1,SDN,NL,1,1,33,0,0,0,0,95,18,6,2,17,41,0.162,1.71,3,2,0,0,128,12,7,0,0,2 +fuentbr01,2010,1,LAA,AL,4,1,39,0,0,0,23,115,28,15,5,18,39,0.201,3.52,1,2,1,1,161,33,17,2,1,2 +fuentbr01,2010,2,MIN,AL,0,0,9,0,0,0,1,29,3,0,0,2,8,0.094,0.00,0,1,1,0,35,2,0,0,0,0 +fulchje01,2010,1,HOU,NL,2,1,50,0,0,0,0,142,53,29,7,22,46,0.279,5.51,2,2,3,0,217,16,30,1,1,3 +gabinar01,2010,1,BAL,AL,0,0,5,0,0,0,0,14,9,7,3,3,2,0.391,13.50,0,0,0,0,26,3,7,0,0,0 +galarar01,2010,1,DET,AL,4,9,25,24,2,1,0,433,143,72,21,51,74,0.258,4.49,1,4,4,3,617,0,75,1,7,10 +gallase01,2010,1,SDN,NL,0,0,15,0,0,0,0,70,24,14,5,19,21,0.276,5.40,0,0,2,0,110,7,14,2,0,3 +gallase01,2010,2,PIT,NL,2,1,31,0,0,0,0,103,38,23,2,22,22,0.277,6.03,2,0,1,2,163,5,26,3,0,2 +gallayo01,2010,1,MIL,NL,14,7,31,31,2,2,0,555,178,79,12,75,200,0.251,3.84,5,7,3,1,803,0,89,11,4,8 +garcifr02,2010,1,CHA,AL,12,6,28,28,0,0,0,471,171,81,23,45,89,0.279,4.64,5,4,3,0,671,0,85,5,4,16 +garcija01,2010,1,SFN,NL,7,2,52,0,0,0,2,166,40,12,2,26,56,0.208,1.95,4,10,4,0,225,13,14,2,1,8 +garcija02,2010,1,SLN,NL,13,8,28,28,1,1,0,490,151,49,9,64,132,0.243,2.70,4,4,3,1,695,0,64,3,3,19 +garlajo01,2010,1,SDN,NL,14,12,33,33,0,0,0,600,176,77,20,87,136,0.240,3.47,9,6,6,0,837,0,86,5,5,25 +garzama01,2010,1,TBA,AL,15,10,33,32,3,1,1,614,193,89,28,63,150,0.248,3.91,2,12,7,2,855,1,94,1,6,17 +gaudich01,2010,1,OAK,AL,0,2,12,0,0,0,0,52,27,17,5,5,20,0.360,8.83,0,0,3,0,86,6,18,2,1,1 +gaudich01,2010,2,NYA,AL,1,2,30,0,0,0,0,144,46,24,11,20,33,0.254,4.50,0,3,5,0,209,17,27,2,1,4 +geedi01,2010,1,NYN,NL,2,2,5,5,0,0,0,99,25,8,2,15,17,0.212,2.18,2,0,0,0,136,0,10,3,0,3 +germaju01,2010,1,CLE,AL,0,3,23,1,0,0,0,106,27,13,6,8,29,0.206,3.31,1,0,6,0,146,4,15,1,0,1 +gervasa01,2010,1,HOU,NL,0,1,6,0,0,0,0,11,4,5,1,5,3,0.267,12.27,0,1,0,1,21,1,6,1,0,0 +gomezje01,2010,1,CLE,AL,4,5,11,11,0,0,0,173,73,30,7,22,34,0.307,4.68,3,1,2,0,265,0,36,0,3,3 +gonzaen01,2010,1,DET,AL,0,1,18,0,0,0,0,78,21,11,4,17,13,0.236,3.81,0,1,0,0,107,13,11,0,1,6 +gonzagi01,2010,1,OAK,AL,15,9,33,33,1,0,0,602,171,72,15,92,171,0.229,3.23,1,4,4,1,851,0,75,5,2,18 +gonzami02,2010,1,BAL,AL,1,3,29,0,0,0,1,74,18,11,1,14,31,0.205,4.01,4,3,0,0,106,7,11,3,1,2 +gorzeto01,2010,1,CHN,NL,7,9,29,23,0,0,1,409,136,62,11,68,119,0.260,4.09,4,0,2,0,604,3,70,4,6,14 +grabojo02,2010,1,CHN,NL,1,3,28,0,0,0,0,77,35,21,5,13,20,0.321,7.36,0,1,1,0,126,9,24,3,0,3 +grayje02,2010,1,CHN,NL,1,0,7,0,0,0,0,28,12,7,1,5,4,0.316,6.75,0,1,1,0,45,0,9,1,0,3 +greense01,2010,1,NYN,NL,0,0,11,0,0,0,0,28,7,4,1,8,12,0.200,3.86,3,0,4,0,48,0,6,1,0,0 +gregelu01,2010,1,SDN,NL,4,7,80,0,0,0,2,235,47,28,8,18,89,0.170,3.22,2,0,1,0,297,9,30,1,1,5 +greggke01,2010,1,TOR,AL,2,6,63,0,0,0,37,177,52,23,4,30,58,0.237,3.51,1,3,1,0,254,56,24,1,3,5 +greinza01,2010,1,KCA,AL,10,14,33,33,3,0,0,660,219,102,18,55,181,0.260,4.17,1,4,7,0,919,0,114,6,7,22 +guerrma02,2010,1,MIN,AL,5,7,74,0,0,0,1,213,56,25,7,22,42,0.219,3.17,1,2,3,0,286,13,28,2,3,5 +guthrje01,2010,1,BAL,AL,11,14,32,32,0,0,0,628,193,89,25,50,119,0.243,3.83,1,1,16,1,872,0,93,3,9,14 +gutieju01,2010,1,ARI,NL,0,6,58,0,0,0,15,170,55,32,13,23,47,0.252,5.08,5,1,4,0,247,35,33,1,1,3 +haegech01,2010,1,LAN,NL,0,4,9,6,0,0,0,90,36,28,4,26,30,0.295,8.40,0,4,1,0,151,1,32,1,1,3 +hallaro01,2010,1,PHI,NL,21,10,33,33,9,4,0,752,231,68,24,30,219,0.245,2.44,1,5,6,1,993,0,74,9,5,25 +hallbi03,2010,1,BOS,AL,0,0,1,0,0,0,0,3,0,0,0,0,0,0.000,0.00,0,0,0,0,3,1,0,0,0,0 +hamelco01,2010,1,PHI,NL,12,11,33,33,1,0,0,626,185,71,26,61,211,0.237,3.06,5,3,8,0,856,0,74,7,0,19 +hammeja01,2010,1,COL,NL,10,9,30,30,0,0,0,533,201,95,18,47,141,0.287,4.81,1,13,6,2,770,0,97,11,6,19 +hamptmi01,2010,1,ARI,NL,0,0,10,0,0,0,0,13,3,0,0,1,3,0.214,0.00,1,0,0,0,16,3,0,0,1,0 +hanrajo01,2010,1,PIT,NL,4,1,72,0,0,0,6,209,58,28,6,26,100,0.221,3.62,0,5,4,0,294,27,28,0,1,2 +hansoto01,2010,1,ATL,NL,10,11,34,34,1,0,0,608,182,75,14,56,173,0.239,3.33,3,3,14,0,845,0,86,9,5,12 +happja01,2010,1,PHI,NL,1,0,3,3,0,0,0,46,13,3,1,12,9,0.232,1.76,0,1,0,0,70,0,4,1,1,2 +happja01,2010,2,HOU,NL,5,4,13,13,1,1,0,216,60,30,7,35,61,0.230,3.75,1,3,1,0,304,0,33,4,3,6 +haranaa01,2010,1,CIN,NL,6,7,22,20,0,0,0,335,139,66,16,38,82,0.305,5.32,0,9,4,0,504,1,71,4,3,7 +harderi01,2010,1,TEX,AL,5,5,20,18,0,0,0,276,91,57,18,62,75,0.256,5.58,0,4,9,0,430,0,61,0,4,9 +harenda01,2010,1,ARI,NL,7,8,21,21,1,0,0,423,161,72,23,29,141,0.285,4.60,4,8,3,1,607,0,79,6,4,9 +harenda01,2010,2,LAA,AL,5,4,14,14,1,0,0,282,84,30,8,25,75,0.237,2.87,2,4,2,1,387,0,31,0,6,2 +harrelu01,2010,1,CHA,AL,1,0,8,3,0,0,0,72,34,13,2,17,15,0.337,4.88,1,1,0,0,119,3,18,1,0,2 +harrima01,2010,1,TEX,AL,3,2,37,6,0,0,2,235,80,41,10,39,46,0.262,4.71,3,4,2,0,356,9,45,2,8,6 +hawkila01,2010,1,MIL,NL,0,3,18,0,0,0,0,48,21,15,2,6,18,0.323,8.44,1,1,2,0,74,5,15,1,0,1 +hawksbl01,2010,1,SLN,NL,4,8,45,8,0,0,0,271,113,50,15,35,61,0.310,4.98,0,1,2,3,409,9,56,4,4,9 +heilmaa01,2010,1,ARI,NL,5,8,70,0,0,0,6,216,73,36,9,26,55,0.260,4.50,4,8,5,0,316,26,37,2,2,3 +hellije01,2010,1,TBA,AL,4,0,10,4,0,0,0,109,32,14,5,8,33,0.232,3.47,2,2,2,0,149,0,14,0,1,2 +hendrma01,2010,1,BAL,AL,1,6,52,1,0,0,0,226,97,44,9,20,55,0.313,5.26,4,2,3,0,339,6,47,3,3,5 +henslcl01,2010,1,FLO,NL,3,4,68,0,0,0,7,225,54,18,3,29,77,0.200,2.16,4,2,4,0,307,23,20,3,1,7 +hernada01,2010,1,BAL,AL,8,8,41,8,0,0,2,238,72,38,9,42,72,0.242,4.31,4,9,4,0,348,16,40,1,3,4 +hernafe02,2010,1,SEA,AL,13,12,34,34,6,1,0,749,194,63,17,70,232,0.212,2.27,1,14,8,1,1001,0,80,6,3,25 +hernali01,2010,1,WAS,NL,10,12,33,33,2,1,0,635,216,86,16,64,114,0.270,3.66,5,1,4,1,896,0,93,17,10,14 +herndda01,2010,1,PHI,NL,1,3,47,0,0,0,0,157,67,25,2,17,29,0.321,4.30,4,1,2,0,232,14,27,2,2,10 +herreda01,2010,1,CIN,NL,1,3,36,0,0,0,0,69,31,10,2,6,14,0.323,3.91,0,0,0,0,104,3,10,0,2,0 +herrmfr01,2010,1,CLE,AL,0,1,40,0,0,0,1,134,48,20,6,9,24,0.276,4.03,0,2,2,0,189,8,22,1,2,4 +hillri01,2010,1,BOS,AL,1,0,6,0,0,0,0,12,5,0,0,1,3,0.294,0.00,0,0,0,0,18,0,0,0,0,0 +hillsh01,2010,1,TOR,AL,1,2,4,4,0,0,0,62,24,6,1,4,14,0.282,2.61,0,1,1,0,91,0,8,0,1,2 +hochelu01,2010,1,KCA,AL,6,6,18,17,1,0,0,309,110,55,9,37,76,0.272,4.81,1,2,4,1,450,0,61,2,2,10 +hoffmtr01,2010,1,MIL,NL,2,7,50,0,0,0,10,142,49,31,8,19,30,0.268,5.89,3,2,0,0,205,36,31,2,1,4 +hollade01,2010,1,TEX,AL,3,4,14,10,0,0,0,172,55,26,6,24,54,0.247,4.08,0,0,4,1,253,2,30,0,2,5 +hollagr01,2010,1,KCA,AL,0,1,15,0,0,0,0,56,23,14,3,8,23,0.295,6.75,0,2,0,0,87,10,15,1,0,1 +houseja01,2010,1,FLO,NL,0,0,1,0,0,0,0,4,3,3,1,1,1,0.500,20.25,0,0,1,0,9,0,3,1,0,1 +howrybo01,2010,1,ARI,NL,1,0,14,0,0,0,0,43,18,17,6,6,6,0.300,10.67,1,1,0,0,67,4,17,0,1,0 +howrybo01,2010,2,CHN,NL,0,3,24,0,0,0,0,62,29,13,2,7,8,0.319,5.66,1,2,0,0,101,6,19,3,0,0 +hudsoda01,2010,1,CHA,AL,1,1,3,3,0,0,0,47,17,11,1,11,14,0.293,6.32,0,2,0,0,71,0,11,1,1,2 +hudsoda01,2010,2,ARI,NL,7,1,11,11,0,0,0,239,51,15,7,16,70,0.183,1.69,1,3,4,0,301,0,15,1,1,6 +hudsoti01,2010,1,ATL,NL,17,9,34,34,1,0,0,686,189,72,20,74,139,0.229,2.83,8,5,9,0,920,0,74,9,2,32 +huffda01,2010,1,CLE,AL,2,11,15,15,1,0,0,239,101,55,14,34,37,0.310,6.21,1,2,3,0,369,0,61,3,3,8 +hughedu01,2010,1,KCA,AL,1,3,57,0,0,0,0,169,59,24,3,24,34,0.273,3.83,0,1,5,0,252,19,28,1,6,2 +hugheph01,2010,1,NYA,AL,18,8,31,29,0,0,0,529,162,82,25,58,146,0.244,4.19,1,9,0,1,730,0,83,2,5,11 +humbeph01,2010,1,KCA,AL,2,1,8,1,0,0,0,65,22,10,1,7,16,0.259,4.15,2,2,1,0,94,1,10,0,1,1 +hunteto02,2010,1,TEX,AL,13,4,23,22,1,0,0,384,126,53,21,33,68,0.255,3.73,0,1,3,0,536,0,55,3,2,10 +igarary01,2010,1,NYN,NL,1,1,34,0,0,0,0,91,29,24,4,18,25,0.254,7.12,1,3,0,0,135,11,24,0,3,4 +infangr01,2010,1,CHA,AL,0,0,5,0,0,0,0,14,2,0,0,4,5,0.133,0.00,0,0,0,0,19,5,0,0,0,1 +inglejo01,2010,1,MIL,NL,0,0,1,0,0,0,0,3,0,0,0,0,0,0.000,0.00,0,0,0,0,3,1,0,0,0,0 +jacksed01,2010,1,ARI,NL,6,10,21,21,1,1,0,403,141,77,13,60,104,0.274,5.16,2,13,5,0,587,0,80,6,2,14 +jacksed01,2010,2,CHA,AL,4,2,11,11,0,0,0,225,73,27,8,18,77,0.248,3.24,2,7,1,0,315,0,31,0,2,4 +jacksst01,2010,1,PIT,NL,0,1,11,0,0,0,0,34,17,11,4,6,7,0.362,8.74,0,0,0,0,55,3,11,1,1,1 +jakubch01,2010,1,PIT,NL,0,1,1,1,0,0,0,2,2,2,0,0,0,0.500,27.00,0,0,0,0,4,0,2,0,0,0 +jamesju01,2010,1,OAK,AL,0,0,5,0,0,0,0,12,7,2,0,4,5,0.389,4.50,0,0,1,0,23,3,2,0,0,1 +janseke01,2010,1,LAN,NL,1,0,25,0,0,0,4,81,12,2,0,15,41,0.130,0.67,1,1,1,0,109,8,2,1,0,1 +janssca01,2010,1,TOR,AL,5,2,56,0,0,0,0,206,74,28,8,21,63,0.272,3.67,1,3,4,0,298,16,29,0,1,3 +jeffrje01,2010,1,MIL,NL,1,0,10,0,0,0,0,30,8,3,0,6,8,0.229,2.70,1,1,0,0,42,5,4,0,1,3 +jenksbo01,2010,1,CHA,AL,1,3,55,0,0,0,27,158,54,26,3,18,61,0.260,4.44,1,2,1,0,231,46,28,4,0,3 +jepseke01,2010,1,LAA,AL,2,4,68,0,0,0,0,177,54,26,2,29,61,0.250,3.97,5,8,2,0,253,4,26,4,2,6 +jimenub01,2010,1,COL,NL,19,8,33,33,4,2,0,665,164,71,10,92,214,0.209,2.88,7,16,9,1,894,0,73,7,1,25 +joaquwa01,2010,1,SFN,NL,0,0,4,0,0,0,0,14,6,5,0,7,2,0.333,9.64,0,2,1,1,27,0,6,1,0,1 +johnsji04,2010,1,BAL,AL,1,1,26,0,0,0,1,79,32,10,2,5,22,0.296,3.42,1,4,1,0,117,6,11,3,0,1 +johnsjo09,2010,1,FLO,NL,11,6,28,28,1,0,0,551,155,47,7,48,186,0.229,2.30,2,4,5,0,744,0,51,5,8,9 +joneshu01,2010,1,FLO,NL,0,0,3,0,0,0,0,5,0,0,0,1,3,0.000,0.00,0,0,1,0,7,1,0,0,0,0 +jurrjja01,2010,1,ATL,NL,7,6,20,20,0,0,0,349,120,60,13,42,86,0.270,4.64,5,2,2,0,500,0,63,7,4,10 +karstje01,2010,1,PIT,NL,3,10,26,19,0,0,0,368,146,67,21,27,72,0.300,4.92,5,0,1,1,525,1,72,2,9,8 +kawakke01,2010,1,ATL,NL,1,10,18,16,0,0,0,262,98,50,10,32,59,0.284,5.15,10,4,1,0,391,1,57,6,7,5 +kazmisc01,2010,1,LAA,AL,9,15,28,28,0,0,0,450,158,99,25,79,93,0.271,5.94,2,6,12,0,682,0,103,3,6,15 +kellesh01,2010,1,SEA,AL,3,1,22,0,0,0,0,75,26,11,5,12,26,0.265,3.96,2,0,1,0,112,7,11,0,0,1 +kendrky01,2010,1,PHI,NL,11,10,33,31,1,0,0,542,199,95,26,49,84,0.283,4.73,4,1,3,2,771,1,103,9,6,19 +kenneia01,2010,1,ARI,NL,9,10,32,32,0,0,0,582,163,82,26,70,168,0.228,3.80,2,16,10,0,810,0,87,11,5,12 +kershcl01,2010,1,LAN,NL,13,10,32,32,1,1,0,613,160,66,13,81,212,0.214,2.91,9,5,7,2,848,0,73,8,4,9 +kilbybr01,2010,1,OAK,AL,0,0,5,0,0,0,0,25,7,2,2,0,8,0.219,2.16,0,0,0,0,32,2,2,0,0,0 +kimbrcr01,2010,1,ATL,NL,4,0,21,0,0,0,1,62,9,1,0,16,40,0.125,0.44,1,4,0,0,88,7,2,0,0,1 +kintzbr01,2010,1,MIL,NL,0,1,7,0,0,0,0,22,10,6,2,4,9,0.357,7.36,1,1,0,0,33,2,6,1,0,3 +kirkmmi01,2010,1,TEX,AL,0,0,14,0,0,0,0,49,9,3,0,10,16,0.161,1.65,1,0,0,0,68,2,3,0,2,0 +kohnmi01,2010,1,LAA,AL,2,0,24,0,0,0,1,64,17,5,0,16,20,0.227,2.11,1,0,0,0,95,8,5,4,0,0 +kroenza01,2010,1,ARI,NL,1,0,3,1,0,0,0,20,9,5,2,4,2,0.333,6.75,0,0,0,0,32,0,5,1,0,1 +kuoho01,2010,1,LAN,NL,3,2,56,0,0,0,12,180,29,8,1,18,73,0.139,1.20,0,3,1,1,229,16,8,1,1,1 +kurodhi01,2010,1,LAN,NL,11,13,31,31,0,0,0,589,180,74,15,48,159,0.243,3.39,13,12,5,0,810,0,87,9,7,13 +lackejo01,2010,1,BOS,AL,14,11,33,33,0,0,0,645,233,105,18,72,156,0.277,4.40,2,3,9,0,930,0,114,4,5,19 +laffeaa01,2010,1,CLE,AL,2,3,29,5,0,0,0,167,62,28,1,28,28,0.283,4.53,1,1,2,0,253,1,30,0,3,6 +lannajo01,2010,1,WAS,NL,8,8,25,25,0,0,0,430,175,74,14,49,71,0.302,4.65,3,1,4,0,643,0,82,5,5,19 +latosma01,2010,1,SDN,NL,14,10,31,31,1,1,0,554,150,60,16,50,189,0.217,2.92,3,5,2,1,748,0,63,4,1,7 +leagubr01,2010,1,SEA,AL,9,7,70,0,0,0,6,237,67,30,7,27,56,0.229,3.42,6,7,2,0,326,30,38,4,1,12 +leakemi01,2010,1,CIN,NL,8,4,24,22,0,0,0,415,158,65,19,49,91,0.292,4.23,2,2,3,0,604,0,77,7,3,19 +leblawa01,2010,1,SDN,NL,8,12,26,25,0,0,0,438,157,69,24,51,110,0.279,4.25,5,2,2,0,625,0,69,7,2,10 +lecursa01,2010,1,CIN,NL,2,5,15,6,0,0,0,144,50,24,6,25,37,0.272,4.50,3,1,5,0,217,4,24,1,2,5 +ledezwi01,2010,1,PIT,NL,0,3,27,0,0,0,0,59,25,15,2,6,22,0.294,6.86,0,1,1,0,92,4,16,0,0,0 +leecl02,2010,1,SEA,AL,8,3,13,13,5,1,0,311,92,27,5,6,89,0.231,2.34,0,2,0,1,408,0,31,0,3,5 +leecl02,2010,2,TEX,AL,4,6,15,15,2,0,0,326,103,48,11,12,96,0.248,3.98,2,1,1,0,435,0,53,4,3,6 +lerewan01,2010,1,KCA,AL,1,4,6,6,0,0,0,79,34,25,9,9,18,0.321,8.54,0,1,2,0,120,0,25,0,3,2 +lerouch01,2010,1,FLO,NL,0,0,17,0,0,0,0,54,24,14,1,11,18,0.343,7.00,2,0,0,0,84,5,15,0,3,4 +lerouch01,2010,2,PIT,NL,0,1,6,0,0,0,0,14,4,3,0,3,4,0.222,5.79,0,1,0,0,21,2,3,0,0,1 +lestejo01,2010,1,BOS,AL,19,9,32,32,2,0,0,624,167,75,14,83,225,0.220,3.25,0,6,10,0,861,0,81,4,6,21 +lewisco01,2010,1,TEX,AL,12,13,32,32,1,0,0,603,174,83,21,65,196,0.227,3.72,0,9,6,0,844,0,90,4,4,12 +lewisje01,2010,1,CLE,AL,4,2,37,0,0,0,0,109,28,12,1,19,29,0.215,2.97,1,0,0,0,153,11,12,2,2,3 +lewisro01,2010,1,TOR,AL,0,0,14,0,0,0,0,56,20,14,4,8,15,0.270,6.75,0,0,0,0,82,4,14,0,0,1 +lidgebr01,2010,1,PHI,NL,1,1,50,0,0,0,27,137,32,15,5,24,52,0.194,2.96,4,3,1,1,193,38,16,3,0,2 +lillyte01,2010,1,CHN,NL,3,8,18,18,0,0,0,351,104,48,19,29,89,0.236,3.69,3,2,2,2,480,0,53,8,1,7 +lillyte01,2010,2,LAN,NL,7,4,12,12,1,1,0,230,61,30,13,15,77,0.218,3.52,1,0,3,0,305,0,30,6,1,5 +linceti01,2010,1,SFN,NL,16,10,33,33,1,1,0,637,194,81,18,76,231,0.242,3.43,7,9,5,0,897,0,84,9,5,11 +lincobr01,2010,1,PIT,NL,1,4,11,9,0,0,0,158,66,39,9,15,25,0.310,6.66,0,1,5,0,240,0,42,3,4,2 +lincomi01,2010,1,CIN,NL,1,0,19,0,0,0,0,59,25,16,1,10,12,0.309,7.32,0,1,2,0,94,5,16,0,1,2 +lindsma01,2010,1,HOU,NL,2,5,58,0,0,0,23,160,68,26,5,20,43,0.306,4.39,1,8,0,0,244,41,26,2,0,5 +linebsc01,2010,1,CHA,AL,3,2,52,0,0,0,0,172,59,28,11,17,52,0.262,4.40,0,7,3,0,249,28,31,4,0,5 +linkjo01,2010,1,LAN,NL,0,0,9,0,0,0,0,26,12,4,0,4,4,0.333,4.15,1,1,0,0,40,6,7,0,0,1 +liriafr01,2010,1,MIN,AL,14,10,31,31,0,0,0,575,184,77,9,58,201,0.252,3.62,0,10,10,1,806,0,77,6,2,15 +litscje01,2010,1,TOR,AL,1,5,9,9,0,0,0,140,53,30,7,15,16,0.286,5.79,0,1,2,0,202,0,30,0,0,6 +loeka01,2010,1,MIL,NL,3,5,53,0,0,0,0,175,54,18,6,15,46,0.245,2.78,1,4,2,0,240,9,23,1,2,8 +loganbo02,2010,1,NYA,AL,2,0,51,0,0,0,0,120,34,13,3,20,38,0.231,2.93,3,1,1,0,169,8,13,0,1,5 +lohseky01,2010,1,SLN,NL,4,8,18,18,0,0,0,276,129,67,9,35,54,0.336,6.55,2,1,3,0,431,0,75,5,4,9 +lopezfe01,2010,1,SLN,NL,0,0,1,0,0,0,0,3,1,0,0,1,0,0.333,0.00,0,0,0,0,4,0,0,0,0,0 +lopezja02,2010,1,PIT,NL,2,2,50,0,0,0,0,116,39,12,2,18,22,0.273,2.79,3,3,2,0,166,14,14,1,2,7 +lopezja02,2010,2,SFN,NL,2,0,27,0,0,0,0,57,11,3,0,2,16,0.164,1.42,0,0,0,0,69,4,3,0,0,0 +lopezro01,2010,1,ARI,NL,7,16,33,33,0,0,0,600,227,111,37,56,116,0.286,5.00,1,2,3,0,874,0,126,14,7,11 +lopezwi01,2010,1,HOU,NL,5,2,68,0,0,0,1,201,66,22,4,5,50,0.261,2.96,1,2,0,2,262,14,23,2,2,7 +lowede01,2010,1,ATL,NL,16,12,33,33,0,0,0,581,204,86,18,61,136,0.273,4.00,10,4,4,2,824,0,88,10,2,22 +lowema01,2010,1,SEA,AL,1,3,11,0,0,0,0,31,11,4,1,5,7,0.282,3.48,1,1,0,0,45,4,5,0,1,2 +lowema01,2010,2,TEX,AL,0,0,3,0,0,0,0,9,7,4,1,1,5,0.467,12.00,0,0,0,0,16,1,4,0,0,1 +luebkco01,2010,1,SDN,NL,1,1,4,3,0,0,0,53,17,8,3,6,18,0.246,4.08,0,0,1,0,76,1,8,0,0,0 +lyonbr01,2010,1,HOU,NL,6,6,79,0,0,0,20,234,68,27,2,31,54,0.231,3.12,12,3,3,0,333,28,28,4,0,5 +macdomi01,2010,1,SLN,NL,1,1,17,0,0,0,0,56,23,15,1,12,14,0.295,7.23,2,1,1,0,92,7,15,1,0,1 +maclaev01,2010,1,SLN,NL,0,1,2,0,0,0,0,3,1,1,1,1,0,0.333,9.00,0,0,0,0,4,1,1,0,0,1 +madsory01,2010,1,PHI,NL,6,2,55,0,0,0,5,159,42,15,4,13,64,0.212,2.55,3,2,4,0,217,21,16,2,0,3 +mahayro01,2010,1,MIN,AL,1,1,41,0,0,0,0,102,33,13,5,8,25,0.252,3.44,0,1,0,0,141,11,15,1,1,4 +maholpa01,2010,1,PIT,NL,9,15,32,32,1,1,0,556,228,105,15,62,102,0.303,5.10,2,2,9,0,840,0,119,10,6,21 +mainejo01,2010,1,NYN,NL,1,3,9,9,0,0,0,119,47,27,8,25,39,0.297,6.13,1,3,2,0,190,0,29,4,1,1 +mainesc01,2010,1,CHN,NL,0,0,13,0,0,0,0,39,9,3,1,5,11,0.188,2.08,1,0,0,0,54,4,4,0,1,1 +majewga01,2010,1,HOU,NL,0,0,2,0,0,0,0,6,5,5,1,1,1,0.417,22.50,0,0,0,0,13,2,5,0,0,0 +malonma02,2010,1,CIN,NL,2,2,7,2,0,0,0,62,20,7,2,5,13,0.256,3.05,1,0,1,0,86,0,7,2,0,1 +manshje01,2010,1,MIN,AL,2,1,13,1,0,0,0,87,34,17,3,6,21,0.293,5.28,0,0,0,0,124,1,20,1,1,2 +manuero01,2010,1,BOS,AL,1,0,10,0,0,0,0,38,10,6,5,7,5,0.213,4.26,1,0,0,0,54,6,6,0,0,0 +marcush01,2010,1,TOR,AL,13,8,31,31,1,0,0,586,181,79,24,43,165,0.242,3.64,3,3,6,0,800,0,84,1,3,11 +marinjh01,2010,1,FLO,NL,1,1,4,0,0,0,0,8,3,2,1,3,3,0.273,6.75,0,0,0,0,14,2,3,0,0,0 +marmoca01,2010,1,CHN,NL,2,3,77,0,0,0,38,233,40,22,1,52,138,0.147,2.55,4,2,8,2,332,70,23,0,0,1 +marquja01,2010,1,WAS,NL,2,9,13,13,0,0,0,176,76,43,9,24,31,0.315,6.60,0,1,8,1,276,0,47,3,0,9 +marquje01,2010,1,CHA,AL,0,0,1,0,0,0,0,3,2,2,1,0,0,0.400,18.00,0,0,0,0,5,1,2,0,0,0 +marshse01,2010,1,CHN,NL,7,5,80,0,0,0,1,224,58,22,3,25,90,0.210,2.65,5,1,2,0,307,16,25,2,2,6 +martean01,2010,1,CLE,AL,0,0,1,0,0,0,0,3,0,0,0,0,1,0.000,0.00,0,0,0,0,3,1,0,0,0,0 +marteda01,2010,1,NYA,AL,0,0,30,0,0,0,0,53,10,8,2,11,12,0.161,4.08,1,2,1,1,76,3,8,0,2,0 +martevi01,2010,1,KCA,AL,3,0,22,0,0,0,0,83,38,30,8,15,19,0.319,9.76,1,1,2,0,137,4,30,1,0,4 +marticr01,2010,1,ATL,NL,0,0,18,0,0,0,0,78,28,14,3,6,22,0.272,4.85,1,1,0,0,110,8,14,0,1,1 +martijd01,2010,1,WAS,NL,1,5,9,9,0,0,0,144,56,22,9,11,31,0.287,4.13,1,1,1,0,212,0,30,1,4,4 +martijo07,2010,1,SFN,NL,0,1,4,1,0,0,0,33,15,6,1,6,3,0.333,4.91,2,0,1,0,53,0,6,0,1,1 +martijo07,2010,2,PIT,NL,0,0,5,0,0,0,0,26,11,3,0,3,6,0.297,3.12,0,1,1,1,41,0,5,0,0,0 +masseni01,2010,1,CIN,NL,4,4,82,0,0,0,2,230,64,29,7,33,85,0.226,3.40,3,8,1,0,322,22,31,3,2,7 +masteju01,2010,1,CLE,AL,6,13,34,29,1,1,0,540,197,94,14,73,140,0.278,4.70,4,12,11,0,802,0,107,5,4,19 +matafr01,2010,1,BAL,AL,0,0,15,0,0,0,0,52,24,15,2,8,9,0.324,7.79,3,1,2,0,85,6,16,0,1,1 +mateoma01,2010,1,CHN,NL,0,1,21,0,0,0,0,65,20,14,6,9,26,0.247,5.82,1,1,1,0,93,5,15,0,2,1 +mathejo02,2010,1,SLN,NL,0,1,1,0,0,0,0,6,2,2,0,3,0,0.400,9.00,2,0,1,0,12,1,2,1,2,0 +mathido01,2010,1,TEX,AL,1,1,13,0,0,0,0,67,30,15,7,11,10,0.337,6.04,0,0,0,0,100,7,15,0,0,6 +mathisc01,2010,1,PHI,NL,0,0,2,0,0,0,0,5,5,2,0,2,1,0.556,10.80,0,1,0,0,12,0,3,1,0,0 +matsuda01,2010,1,BOS,AL,9,6,25,25,0,0,0,461,137,80,13,74,133,0.240,4.69,1,4,8,0,664,0,84,3,8,8 +matusbr01,2010,1,BAL,AL,10,12,32,32,0,0,0,527,173,84,19,63,143,0.255,4.30,3,1,7,0,760,0,88,6,6,9 +mayayu01,2010,1,WAS,NL,0,3,5,5,0,0,0,78,30,17,3,11,12,0.294,5.88,1,2,2,3,118,0,18,2,1,2 +mazzavi01,2010,1,OAK,AL,6,8,24,18,0,0,0,367,127,58,19,50,79,0.267,4.27,0,5,4,0,537,4,70,4,4,11 +mccleky01,2010,1,SLN,NL,1,4,68,0,0,0,2,226,58,19,9,23,60,0.210,2.27,3,2,3,0,307,18,20,4,1,1 +mcclemi01,2010,1,MIL,NL,2,0,17,0,0,0,0,63,15,7,2,7,21,0.195,3.00,0,1,0,0,84,3,7,0,0,2 +mccutda01,2010,1,PIT,NL,2,5,28,9,0,0,0,203,83,46,13,28,38,0.299,6.12,0,2,2,0,316,4,48,4,4,4 +mcdonja03,2010,1,LAN,NL,0,1,4,1,0,0,0,23,11,7,1,5,7,0.344,8.22,1,0,0,0,38,0,7,0,1,0 +mcdonja03,2010,2,PIT,NL,4,5,11,11,0,0,0,192,59,25,3,24,61,0.249,3.52,4,5,0,0,268,0,25,5,2,6 +mcgeeja01,2010,1,TBA,AL,0,0,8,0,0,0,0,15,2,1,0,3,6,0.118,1.80,0,0,0,0,20,3,1,0,0,0 +mechegi01,2010,1,KCA,AL,0,5,20,9,1,0,0,185,65,39,9,38,41,0.273,5.69,3,1,2,0,281,1,42,2,1,4 +meddebr01,2010,1,SFN,NL,0,0,14,0,0,0,0,45,26,12,3,6,8,0.388,7.20,1,0,0,0,73,7,12,0,0,1 +medlekr01,2010,1,ATL,NL,6,2,31,14,0,0,0,323,108,44,13,21,83,0.267,3.68,1,1,3,1,438,5,48,7,3,12 +meekev01,2010,1,PIT,NL,5,4,70,0,0,0,4,240,53,19,5,31,70,0.185,2.14,4,2,4,0,324,16,25,2,1,6 +mejiaje01,2010,1,NYN,NL,0,4,33,3,0,0,0,117,46,20,3,20,22,0.289,4.62,2,7,3,0,183,8,21,0,1,4 +melanma01,2010,1,NYA,AL,0,0,2,0,0,0,0,12,7,4,1,0,3,0.389,9.00,0,0,0,0,19,2,5,0,1,1 +melanma01,2010,2,HOU,NL,2,0,20,0,0,0,0,52,12,6,1,8,19,0.194,3.12,0,2,1,0,71,2,8,0,0,1 +mendead01,2010,1,FLO,NL,1,3,5,5,0,0,0,74,28,14,7,12,11,0.295,5.11,0,0,2,0,109,0,14,0,0,5 +mendolu01,2010,1,KCA,AL,0,1,4,0,0,0,0,12,10,10,4,3,1,0.455,22.50,0,0,0,0,25,1,10,0,0,0 +meredcl01,2010,1,BAL,AL,0,2,21,0,0,0,1,45,18,9,4,4,7,0.300,5.40,1,0,1,0,67,10,9,1,1,0 +meyerda02,2010,1,FLO,NL,0,1,13,0,0,0,0,28,15,10,1,12,4,0.366,9.64,0,0,1,0,55,3,10,1,0,2 +mickoka01,2010,1,BAL,AL,0,0,3,0,0,0,0,11,5,3,1,3,4,0.313,7.36,0,0,0,0,19,2,3,0,0,0 +mijarjo01,2010,1,MIN,AL,1,1,47,0,0,0,0,98,34,12,4,9,28,0.268,3.31,1,1,1,0,139,10,14,1,1,3 +milesaa01,2010,1,SLN,NL,0,0,2,0,0,0,0,6,2,0,0,0,0,0.250,0.00,0,0,0,0,8,2,0,0,0,0 +millean01,2010,1,FLO,NL,1,5,9,7,0,0,0,98,51,31,6,26,28,0.372,8.54,2,5,1,0,171,1,34,5,2,5 +milleju01,2010,1,LAN,NL,0,0,19,0,0,0,0,73,22,12,4,8,30,0.244,4.44,2,2,3,1,103,7,12,0,2,1 +milletr02,2010,1,SLN,NL,0,1,57,0,0,0,0,108,30,16,2,16,22,0.233,4.00,0,4,2,0,151,3,17,2,2,2 +millsbr02,2010,1,TOR,AL,1,0,7,3,0,0,0,67,20,14,2,13,18,0.241,5.64,1,1,1,0,98,0,14,0,1,3 +millwke01,2010,1,BAL,AL,4,16,31,31,1,0,0,572,223,108,30,65,132,0.292,5.10,2,7,6,1,842,0,116,6,2,16 +minormi01,2010,1,ATL,NL,3,2,9,8,0,0,0,122,53,27,6,11,43,0.314,5.98,0,0,1,0,185,1,28,1,3,1 +mischpa01,2010,1,NYN,NL,0,4,12,6,0,0,0,113,43,16,4,4,23,0.283,3.82,1,0,1,0,159,2,20,0,2,4 +mitrese01,2010,1,NYA,AL,0,3,27,3,0,0,1,162,43,20,7,16,29,0.223,3.33,0,1,2,0,213,13,23,1,1,7 +mockga01,2010,1,WAS,NL,0,0,1,1,0,0,0,10,4,2,2,5,3,0.286,5.40,0,0,0,0,19,0,2,0,0,0 +moehlbr01,2010,1,HOU,NL,1,4,20,8,0,0,0,170,66,31,5,26,28,0.299,4.92,1,0,1,1,249,5,32,0,1,11 +monasca01,2010,1,LAN,NL,3,5,32,13,0,0,0,265,99,43,15,29,52,0.280,4.38,3,7,8,1,399,5,48,5,4,5 +moralfr01,2010,1,COL,NL,0,4,35,0,0,0,3,86,28,20,5,24,27,0.255,6.28,2,3,3,2,140,15,22,1,2,1 +morrobr01,2010,1,TOR,AL,10,7,26,26,1,1,0,439,136,73,11,66,178,0.248,4.49,0,8,9,0,629,0,76,2,4,9 +mortecl01,2010,1,OAK,AL,0,0,1,1,0,0,0,18,6,3,1,2,7,0.250,4.50,0,0,0,0,26,0,4,0,0,0 +mortoch02,2010,1,PIT,NL,2,12,17,17,0,0,0,239,112,67,15,26,59,0.332,7.57,3,5,7,1,382,0,79,6,6,5 +moscogu01,2010,1,TEX,AL,0,0,1,0,0,0,0,2,2,2,0,2,2,0.500,27.00,0,0,1,0,7,0,2,0,0,0 +moseldu01,2010,1,NYA,AL,4,4,16,9,0,0,0,196,66,36,13,27,33,0.269,4.96,0,0,2,0,278,2,36,0,4,8 +motagu01,2010,1,SFN,NL,1,3,56,0,0,0,1,162,49,26,4,22,38,0.243,4.33,5,5,0,0,228,17,29,0,4,3 +motteja01,2010,1,SLN,NL,4,2,56,0,0,0,2,157,41,13,5,18,54,0.220,2.24,3,1,0,0,208,13,13,1,3,5 +moyerja01,2010,1,PHI,NL,9,9,19,19,2,1,0,335,103,60,20,20,63,0.240,4.84,0,0,6,0,460,0,64,3,1,5 +moylape01,2010,1,ATL,NL,6,2,85,0,0,0,1,191,53,21,5,37,52,0.236,2.97,6,3,2,0,271,7,24,5,2,13 +mujiced01,2010,1,SDN,NL,2,1,59,0,0,0,0,209,59,28,14,6,72,0.226,3.62,0,1,0,0,268,24,29,1,0,5 +mulveke01,2010,1,ARI,NL,0,0,2,0,0,0,0,9,5,2,2,2,1,0.357,6.00,0,0,1,0,17,1,2,0,0,1 +myersbr01,2010,1,HOU,NL,14,8,33,33,2,0,0,671,212,78,20,66,180,0.248,3.14,3,2,3,0,936,0,88,9,4,15 +narvech01,2010,1,MIL,NL,12,9,37,28,0,0,0,503,172,93,21,59,137,0.266,4.99,3,6,5,0,724,2,96,8,5,9 +nelsojo01,2010,1,BOS,AL,0,0,8,0,0,0,0,25,14,9,2,6,9,0.359,9.72,0,0,0,0,45,4,9,0,0,1 +neshepa01,2010,1,MIN,AL,0,1,11,0,0,0,0,27,7,5,1,8,9,0.206,5.00,0,0,1,0,43,3,5,0,0,0 +niemaje01,2010,1,TBA,AL,12,8,30,29,1,1,0,523,159,85,25,61,131,0.242,4.39,6,4,7,0,733,0,86,5,2,18 +niesejo01,2010,1,NYN,NL,9,10,30,30,2,1,0,521,192,81,20,62,148,0.280,4.20,3,5,9,0,770,0,97,9,4,16 +nievefe01,2010,1,NYN,NL,2,4,40,1,0,0,0,126,37,28,10,22,38,0.234,6.00,2,2,2,0,185,9,28,1,1,4 +nifu01,2010,1,DET,AL,0,1,22,0,0,0,0,69,27,17,2,19,22,0.290,6.65,4,2,2,1,116,5,19,1,1,1 +nippedu01,2010,1,TEX,AL,4,5,38,2,0,0,0,170,61,27,7,34,47,0.277,4.29,3,3,5,0,262,7,28,2,1,3 +nolasri01,2010,1,FLO,NL,14,9,26,26,1,0,0,473,169,79,24,33,147,0.273,4.51,1,5,2,0,665,0,82,5,5,5 +norbejo01,2010,1,ARI,NL,0,2,33,0,0,0,0,60,16,13,3,22,15,0.225,5.85,1,2,0,0,94,5,13,1,0,3 +norribu01,2010,1,HOU,NL,9,10,27,27,0,0,0,461,151,84,18,77,158,0.256,4.92,3,5,6,2,683,0,94,6,4,12 +novaiv01,2010,1,NYA,AL,1,2,10,7,0,0,0,126,44,21,4,17,26,0.268,4.50,2,2,1,0,185,3,22,1,1,3 +nunezle01,2010,1,FLO,NL,4,3,68,0,0,0,30,195,62,25,5,21,71,0.250,3.46,2,1,0,1,270,50,27,1,0,3 +odayda01,2010,1,TEX,AL,6,2,72,0,0,0,0,186,43,14,5,12,45,0.196,2.03,2,0,5,0,240,14,15,1,3,6 +oflaher01,2010,1,ATL,NL,3,2,56,0,0,0,0,132,37,12,2,18,36,0.230,2.45,2,3,1,0,181,7,14,1,0,7 +ogandal01,2010,1,TEX,AL,4,1,44,0,0,0,0,125,31,6,2,16,39,0.208,1.30,2,3,1,0,171,12,6,3,2,4 +ohlenro01,2010,1,PIT,NL,1,11,21,21,0,0,0,325,106,49,12,44,79,0.260,4.07,2,5,6,0,475,0,54,9,8,1 +ohmanwi01,2010,1,BAL,AL,0,0,51,0,0,0,0,90,30,11,3,18,29,0.270,3.30,4,2,1,0,135,9,12,2,3,2 +ohmanwi01,2010,2,FLO,NL,0,2,17,0,0,0,0,36,10,4,1,5,14,0.222,3.00,1,1,0,0,51,3,6,0,1,0 +okajihi01,2010,1,BOS,AL,4,4,56,0,0,0,0,138,59,23,6,20,33,0.314,4.50,5,2,0,0,213,12,24,4,1,4 +olivean01,2010,1,DET,AL,0,4,5,5,0,0,0,66,26,18,3,13,18,0.310,7.36,2,3,2,0,102,0,22,2,1,3 +oliveda02,2010,1,TEX,AL,1,2,64,0,0,0,1,185,53,17,4,15,65,0.242,2.48,4,0,2,0,244,7,20,5,3,8 +olsensc01,2010,1,WAS,NL,4,8,17,15,0,0,0,243,93,50,10,27,53,0.289,5.56,4,0,2,0,357,0,54,3,3,8 +olsonga01,2010,1,SEA,AL,0,3,35,0,0,0,1,113,42,19,6,15,31,0.271,4.54,1,4,0,0,172,11,20,1,1,1 +ondrulo01,2010,1,CIN,NL,5,0,60,0,0,0,0,176,49,24,7,20,39,0.225,3.68,1,2,0,0,240,11,25,1,1,5 +ortizra01,2010,1,LAN,NL,1,2,16,2,0,0,0,90,33,21,5,16,21,0.287,6.30,2,1,0,1,135,3,22,3,1,4 +ortizru01,2010,1,LAN,NL,0,1,6,0,0,0,0,21,10,8,0,5,6,0.345,10.29,1,1,0,0,35,1,8,0,1,1 +osullse01,2010,1,LAA,AL,1,0,5,1,0,0,0,39,7,3,1,4,6,0.156,2.08,2,0,0,0,49,2,3,0,0,1 +osullse01,2010,2,KCA,AL,3,6,14,13,0,0,0,212,83,48,14,27,37,0.288,6.11,0,4,1,2,319,1,50,0,3,5 +oswalro01,2010,1,HOU,NL,6,12,20,20,1,1,0,387,109,49,13,34,120,0.229,3.42,2,2,2,1,521,0,52,4,5,6 +oswalro01,2010,2,PHI,NL,7,1,13,12,1,1,0,248,53,16,6,21,73,0.186,1.74,0,0,3,0,316,0,18,6,1,7 +ottavad01,2010,1,SLN,NL,0,2,5,3,0,0,0,67,37,21,5,9,12,0.370,8.46,1,1,0,0,110,0,21,1,0,4 +owingmi01,2010,1,CIN,NL,3,2,22,0,0,0,0,100,28,20,3,25,35,0.230,5.40,0,1,3,1,153,9,20,2,1,1 +padilvi01,2010,1,LAN,NL,6,5,16,16,1,1,0,285,79,43,14,24,84,0.226,4.07,4,0,7,1,389,0,46,5,3,6 +palmema01,2010,1,LAA,AL,1,2,14,1,0,0,0,101,38,17,1,20,17,0.281,4.54,1,2,1,0,157,3,20,1,0,4 +papeljo01,2010,1,BOS,AL,5,7,65,0,0,0,37,201,57,29,7,28,76,0.226,3.90,4,4,2,0,287,53,34,5,0,2 +parkch01,2010,1,NYA,AL,2,1,27,0,0,0,0,106,40,22,7,12,29,0.280,5.60,0,2,1,0,157,15,25,1,0,3 +parkch01,2010,2,PIT,NL,2,2,26,0,0,0,0,85,25,11,2,7,23,0.227,3.49,1,5,2,0,121,11,14,1,1,0 +parnebo01,2010,1,NYN,NL,0,1,41,0,0,0,0,105,41,11,1,8,33,0.295,2.83,2,0,0,0,149,10,13,2,0,4 +parrama01,2010,1,MIL,NL,3,10,42,16,0,0,0,366,135,68,18,63,129,0.281,5.02,3,14,3,1,560,9,76,6,7,8 +parrijo01,2010,1,KCA,AL,1,1,9,0,0,0,0,18,4,2,2,5,4,0.190,3.00,0,0,0,0,26,1,2,0,0,1 +pattotr01,2010,1,BAL,AL,0,0,1,0,0,0,0,2,1,0,0,1,1,0.333,0.00,0,0,0,0,4,0,0,0,0,0 +pauleda01,2010,1,SEA,AL,4,9,19,15,0,0,0,272,89,41,13,30,51,0.254,4.07,2,4,4,0,390,2,44,2,3,7 +paulife01,2010,1,HOU,NL,1,9,19,14,0,0,0,275,95,52,4,46,83,0.270,5.11,4,6,3,1,411,0,63,6,3,5 +pavanca01,2010,1,MIN,AL,17,11,32,32,7,2,0,663,227,92,24,37,117,0.266,3.75,2,4,6,0,906,0,95,5,5,14 +peavyja01,2010,1,CHA,AL,7,6,17,17,1,1,0,321,98,55,13,34,93,0.242,4.63,2,2,5,1,450,0,55,1,5,4 +pelfrmi01,2010,1,NYN,NL,15,9,34,33,0,0,1,612,213,83,12,68,113,0.275,3.66,5,1,6,1,870,1,88,17,4,26 +penato03,2010,1,CHA,AL,5,3,52,3,0,0,0,302,108,57,10,45,56,0.278,5.10,6,6,1,1,444,19,63,4,6,14 +pennha01,2010,1,PIT,NL,0,0,3,0,0,0,0,7,8,8,0,3,0,0.615,30.86,0,1,0,0,16,1,8,0,0,1 +pennybr01,2010,1,SLN,NL,3,4,9,9,0,0,0,167,63,20,4,9,35,0.293,3.23,1,1,3,0,232,0,25,2,3,9 +peraljo01,2010,1,WAS,NL,1,0,39,0,0,0,0,147,30,11,5,9,49,0.170,2.02,4,0,1,0,189,10,12,2,1,1 +perdolu01,2010,1,SDN,NL,0,0,1,0,0,0,0,3,1,1,1,0,0,0.250,9.00,0,0,0,0,4,1,1,0,0,0 +perezch01,2010,1,CLE,AL,2,2,63,0,0,0,23,189,40,12,4,28,61,0.182,1.71,3,4,5,0,260,37,15,6,1,6 +perezol01,2010,1,NYN,NL,0,5,17,7,0,0,0,139,54,35,9,42,37,0.293,6.80,3,4,4,0,234,4,37,1,3,5 +perezra01,2010,1,CLE,AL,6,1,70,0,0,0,0,183,72,22,3,25,36,0.300,3.25,4,6,0,0,272,13,23,6,1,11 +perkigl01,2010,1,MIN,AL,1,1,13,1,0,0,0,65,29,14,3,5,14,0.337,5.82,1,0,4,0,98,5,16,1,2,4 +perryry01,2010,1,DET,AL,3,5,60,0,0,0,2,188,55,25,6,23,45,0.243,3.59,1,3,5,0,261,21,26,4,3,6 +pestavi01,2010,1,CLE,AL,0,0,5,0,0,0,1,15,4,2,0,5,8,0.222,3.60,0,0,0,0,23,5,2,0,0,1 +pettian01,2010,1,NYA,AL,11,3,21,21,0,0,0,387,123,47,13,41,101,0.257,3.28,3,2,3,0,536,0,52,8,5,17 +pineijo01,2010,1,LAA,AL,10,7,23,23,3,1,0,457,155,65,15,34,92,0.261,3.84,6,4,1,0,634,0,66,2,3,9 +pintore01,2010,1,FLO,NL,0,0,20,0,0,0,0,50,16,5,1,9,16,0.250,2.70,0,2,4,0,77,6,5,0,0,1 +porceri01,2010,1,DET,AL,10,12,27,27,0,0,0,488,188,89,18,38,84,0.288,4.92,2,11,7,3,700,0,96,1,2,19 +priceda01,2010,1,TBA,AL,19,6,32,31,2,1,0,626,170,63,15,79,188,0.221,2.72,1,5,5,3,861,0,71,4,3,18 +proctsc01,2010,1,ATL,NL,0,0,6,0,0,0,0,17,4,4,1,4,6,0.200,6.35,1,0,0,0,24,2,4,0,0,1 +purceda01,2010,1,TOR,AL,1,1,33,0,0,0,1,102,26,14,3,15,32,0.210,3.71,1,3,0,0,143,18,16,2,2,0 +putzjj01,2010,1,CHA,AL,7,5,60,0,0,0,3,162,41,17,4,15,65,0.204,2.83,2,4,1,0,219,16,18,1,1,2 +quallch01,2010,1,ARI,NL,1,4,43,0,0,0,12,114,61,35,5,15,34,0.363,8.29,4,3,1,0,190,28,41,4,2,4 +quallch01,2010,2,TBA,AL,2,0,27,0,0,0,0,63,24,13,2,6,15,0.293,5.57,0,1,1,0,91,1,15,0,2,4 +ramired01,2010,1,OAK,AL,1,0,7,0,0,0,0,33,9,6,1,10,10,0.220,4.91,1,1,0,0,54,3,7,2,1,0 +ramirra02,2010,1,BOS,AL,0,3,44,0,0,0,2,127,39,21,6,16,31,0.250,4.46,2,4,0,1,178,17,21,2,4,2 +ramirra02,2010,2,SFN,NL,1,0,25,0,0,0,1,81,13,2,1,11,15,0.137,0.67,1,1,0,1,106,6,3,0,0,1 +ramosce01,2010,1,SDN,NL,0,1,14,0,0,0,0,25,18,11,1,4,9,0.419,11.88,0,1,0,1,47,4,11,0,0,0 +rapadcl01,2010,1,TEX,AL,0,0,13,0,0,0,0,27,6,4,2,7,5,0.188,4.00,1,0,0,0,39,2,4,0,0,0 +rauchjo01,2010,1,MIN,AL,3,1,59,0,0,0,21,173,61,20,3,14,46,0.268,3.12,0,1,1,0,245,41,20,1,1,2 +raych01,2010,1,TEX,AL,2,0,35,0,0,0,1,95,24,12,4,16,16,0.205,3.41,1,1,0,0,133,6,12,0,0,1 +raych01,2010,2,SFN,NL,3,0,28,0,0,0,1,72,24,11,1,9,15,0.276,4.13,1,0,0,0,101,7,11,5,0,2 +rayro01,2010,1,TOR,AL,0,0,3,0,0,0,0,11,2,1,0,5,3,0.154,2.45,2,0,0,0,18,0,1,0,0,0 +resopch01,2010,1,ATL,NL,0,0,1,0,0,0,0,6,5,5,0,3,2,0.455,22.50,0,0,0,0,14,0,5,0,0,0 +resopch01,2010,2,PIT,NL,0,0,22,0,0,0,0,57,10,4,1,10,24,0.156,1.89,0,0,0,1,77,5,4,1,2,0 +reyesde01,2010,1,SLN,NL,3,1,59,0,0,0,1,114,34,15,2,21,25,0.248,3.55,3,4,2,0,163,13,15,2,1,7 +reyesjo03,2010,1,ATL,NL,0,0,1,0,0,0,0,10,10,9,2,3,2,0.500,24.30,0,0,0,0,23,0,9,0,0,0 +reynoma02,2010,1,COL,NL,1,0,21,0,0,0,0,54,10,4,2,5,17,0.164,2.00,0,1,2,0,70,2,4,1,1,1 +rhodear01,2010,1,CIN,NL,4,4,69,0,0,0,0,165,38,14,4,18,50,0.196,2.29,0,1,1,0,217,8,14,2,2,2 +richacl01,2010,1,SDN,NL,14,9,33,33,1,1,0,605,206,84,16,78,153,0.267,3.75,6,4,4,2,861,0,89,6,2,26 +richadu02,2010,1,BOS,AL,0,0,26,0,0,0,0,39,15,6,2,14,12,0.300,4.15,1,0,1,0,67,4,6,1,1,2 +rincoju01,2010,1,COL,NL,0,0,2,0,0,0,0,6,3,1,0,2,3,0.333,4.50,0,0,0,0,11,1,1,0,0,0 +ringro01,2010,1,NYA,AL,0,0,5,0,0,0,0,7,3,4,0,2,2,0.300,15.43,0,0,0,0,12,0,4,0,0,0 +riskeda01,2010,1,MIL,NL,0,0,23,0,0,0,0,70,25,13,2,8,16,0.269,5.01,0,1,2,0,104,5,14,0,1,1 +riverma01,2010,1,NYA,AL,3,3,61,0,0,0,33,180,39,12,2,11,45,0.183,1.80,3,0,5,0,230,55,14,0,1,4 +riversa01,2010,1,ARI,NL,0,0,4,0,0,0,0,11,11,9,2,3,1,0.550,22.09,0,0,0,0,25,1,9,1,1,0 +roberda08,2010,1,NYA,AL,4,5,64,0,0,0,1,184,59,26,5,33,71,0.258,3.82,6,7,3,2,273,10,26,5,3,4 +roberna01,2010,1,FLO,NL,6,8,19,18,0,0,0,301,110,61,11,40,61,0.283,5.47,1,1,6,1,450,1,70,9,6,8 +roberna01,2010,2,PHI,NL,0,0,2,0,0,0,0,3,5,6,1,2,2,0.625,54.00,0,1,0,0,10,1,6,0,0,0 +rodnefe01,2010,1,LAA,AL,4,3,72,0,0,0,14,204,70,32,4,35,53,0.263,4.24,1,4,5,0,308,30,33,1,0,7 +rodrifr03,2010,1,NYN,NL,4,2,53,0,0,0,25,172,45,14,3,21,67,0.213,2.20,4,3,2,1,236,46,14,1,1,1 +rodrifr04,2010,1,LAA,AL,1,3,43,0,0,0,0,142,46,23,5,26,36,0.254,4.37,3,8,1,1,209,14,23,1,0,6 +rodrihe03,2010,1,OAK,AL,1,0,29,0,0,0,0,83,25,14,2,13,33,0.240,4.55,0,7,1,0,121,8,16,2,1,0 +rodrira01,2010,1,LAA,AL,0,0,1,0,0,0,0,6,1,1,0,2,1,0.143,4.50,0,0,1,0,10,1,1,0,0,0 +rodrira01,2010,2,ARI,NL,0,0,2,0,0,0,0,8,4,2,1,1,2,0.333,6.75,0,0,1,0,14,1,2,0,0,0 +rodriwa01,2010,1,HOU,NL,11,12,32,32,0,0,0,585,183,78,16,68,178,0.250,3.60,3,8,9,0,822,0,95,6,5,20 +roenijo01,2010,1,TOR,AL,1,0,16,0,0,0,0,57,18,12,1,13,18,0.237,5.68,0,1,2,0,91,3,15,0,0,3 +rogeres01,2010,1,COL,NL,2,3,28,8,0,0,0,216,94,49,5,26,66,0.318,6.13,2,5,5,2,333,5,59,3,3,8 +rogerma01,2010,1,MIL,NL,0,0,4,2,0,0,0,30,2,2,0,3,11,0.067,1.80,0,0,1,0,36,1,2,1,1,0 +romerjc01,2010,1,PHI,NL,1,0,60,0,0,0,3,110,30,15,3,29,28,0.222,3.68,7,0,5,1,171,14,17,2,0,5 +romerri01,2010,1,TOR,AL,14,9,32,32,3,1,0,630,189,87,15,82,174,0.242,3.73,3,18,8,1,882,0,98,9,3,25 +romose01,2010,1,SFN,NL,5,3,68,0,0,0,0,186,46,15,6,14,70,0.204,2.18,2,0,4,0,247,13,16,2,2,3 +rosaca01,2010,1,ARI,NL,0,2,22,0,0,0,0,60,20,10,1,12,9,0.286,4.50,2,0,0,0,89,9,10,1,6,2 +rosalle01,2010,1,ARI,NL,2,0,16,0,0,0,0,49,25,13,2,9,12,0.362,7.16,0,1,0,0,80,3,13,0,2,2 +rosarsa02,2010,1,FLO,NL,0,0,2,0,0,0,0,3,9,6,2,1,0,0.818,54.00,0,0,0,0,12,0,6,0,0,0 +rossty01,2010,1,OAK,AL,1,4,26,2,0,0,1,118,39,24,4,20,32,0.271,5.49,0,5,0,0,169,9,24,1,4,6 +rowlary01,2010,1,SEA,AL,1,10,27,20,0,0,0,328,141,82,25,44,49,0.314,6.75,2,7,7,0,510,2,94,4,6,12 +runzlda01,2010,1,SFN,NL,3,0,41,0,0,0,0,98,29,11,1,20,37,0.244,3.03,3,2,1,0,144,7,12,4,0,3 +rupejo01,2010,1,KCA,AL,1,1,11,0,0,0,0,29,14,6,1,7,8,0.341,5.59,0,1,0,0,49,1,6,1,0,2 +russead01,2010,1,SDN,NL,0,0,12,0,0,0,0,47,14,7,0,5,18,0.255,4.02,0,1,0,0,63,3,8,2,1,2 +russeja02,2010,1,CHN,NL,1,1,57,0,0,0,0,147,55,27,11,11,42,0.279,4.96,0,2,4,0,219,11,37,3,4,3 +rzepcma01,2010,1,TOR,AL,4,4,14,12,0,0,0,191,72,35,8,30,57,0.289,4.95,1,4,5,1,287,0,37,1,2,9 +sabatcc01,2010,1,NYA,AL,21,7,34,34,2,0,0,713,209,84,20,74,197,0.239,3.18,6,8,7,1,970,0,92,5,8,27 +saitota01,2010,1,ATL,NL,2,3,56,0,0,0,1,162,41,17,4,17,69,0.203,2.83,2,2,0,0,221,14,20,2,0,3 +salasfe01,2010,1,SLN,NL,0,0,27,0,0,0,0,92,28,12,4,15,29,0.241,3.52,2,2,0,0,133,11,13,1,1,1 +salech01,2010,1,CHA,AL,2,1,21,0,0,0,4,70,15,5,2,10,32,0.185,1.93,0,1,0,0,92,8,5,1,0,3 +samarje01,2010,1,CHN,NL,2,2,7,3,0,0,0,58,21,18,4,20,9,0.269,8.38,1,1,2,0,100,0,22,0,0,2 +sampsch01,2010,1,HOU,NL,1,0,35,0,0,0,0,91,43,20,7,8,16,0.336,5.93,0,1,1,0,139,9,22,2,0,4 +sanabal01,2010,1,FLO,NL,5,3,15,12,0,0,0,217,74,30,6,16,47,0.261,3.73,2,0,3,0,307,0,32,3,1,3 +sanchan01,2010,1,FLO,NL,13,12,32,32,1,1,0,585,192,77,10,70,157,0.257,3.55,5,7,7,0,841,0,89,13,3,13 +sanchbr01,2010,1,FLO,NL,2,2,61,0,0,0,0,191,43,16,7,27,54,0.194,2.26,0,5,1,0,254,14,20,1,3,5 +sanchjo01,2010,1,SFN,NL,13,9,34,33,0,0,0,580,142,66,21,96,205,0.204,3.07,4,15,9,1,812,0,74,7,4,11 +sanchro01,2010,1,NYA,AL,0,0,2,0,0,0,0,13,1,0,0,3,5,0.071,0.00,0,0,0,0,17,1,0,0,0,0 +santaer01,2010,1,LAA,AL,17,10,33,33,4,1,0,668,221,97,27,73,169,0.259,3.92,2,11,12,1,954,0,104,8,8,12 +santajo01,2010,1,NYN,NL,11,9,29,29,4,2,0,597,179,66,16,55,144,0.240,2.98,2,2,2,2,817,0,67,10,5,17 +santose01,2010,1,CHA,AL,2,2,56,0,0,0,1,155,53,17,2,26,56,0.261,2.96,3,8,3,0,235,13,18,2,1,2 +saundjo01,2010,1,LAA,AL,6,10,20,20,2,1,0,362,135,62,14,45,64,0.290,4.62,1,3,1,0,522,0,70,5,5,13 +saundjo01,2010,2,ARI,NL,3,7,13,13,1,0,0,248,97,39,11,19,50,0.293,4.25,0,3,4,0,358,0,50,1,3,10 +sborzja01,2010,1,DET,AL,0,0,1,0,0,0,0,2,3,5,0,0,1,0.600,67.50,0,0,2,0,7,0,5,0,0,0 +scherma01,2010,1,DET,AL,12,11,31,31,0,0,0,587,174,76,20,70,184,0.244,3.50,1,8,7,0,800,0,84,5,5,20 +schleda01,2010,1,DET,AL,2,0,18,0,0,0,1,56,20,6,2,10,19,0.270,2.89,3,1,1,0,87,6,7,1,1,1 +schlibr01,2010,1,CHN,NL,0,1,7,0,0,0,0,24,18,11,2,5,7,0.429,12.38,1,0,1,0,48,3,11,0,0,1 +schlitr01,2010,1,LAN,NL,1,0,14,0,0,0,0,68,20,9,0,10,14,0.233,3.57,2,1,0,0,98,6,9,1,1,1 +schoesc01,2010,1,BOS,AL,1,0,15,0,0,0,0,41,19,12,2,10,13,0.333,7.90,1,1,0,0,68,6,12,0,1,2 +seddoch01,2010,1,SEA,AL,1,0,14,0,0,0,0,67,21,14,4,10,16,0.250,5.64,0,2,0,0,95,5,14,0,1,3 +sheetbe01,2010,1,OAK,AL,4,9,20,20,0,0,0,358,123,60,18,43,84,0.267,4.53,2,3,0,0,511,0,65,3,3,6 +sherrge01,2010,1,LAN,NL,2,2,65,0,0,0,0,109,46,27,4,24,25,0.311,6.69,4,1,1,0,180,12,28,5,2,0 +shielja02,2010,1,TBA,AL,13,15,34,33,0,0,0,610,246,117,34,51,187,0.294,5.18,2,13,5,2,899,0,128,5,2,14 +shielsc01,2010,1,LAA,AL,0,3,43,1,0,0,0,138,45,27,6,34,39,0.254,5.28,1,7,2,0,218,17,31,2,3,1 +silvaca01,2010,1,CHN,NL,10,6,21,21,0,0,0,339,120,53,11,24,80,0.273,4.22,2,4,7,0,480,0,55,4,6,10 +simonal01,2010,1,BAL,AL,4,2,49,0,0,0,17,148,54,27,10,22,37,0.277,4.93,2,1,2,0,222,35,30,1,2,4 +sinkbbr01,2010,1,FLO,NL,0,0,3,0,0,0,0,6,2,3,0,5,1,0.250,13.50,0,1,0,0,13,1,3,0,0,0 +sippto01,2010,1,CLE,AL,2,2,70,0,0,0,1,189,48,29,12,39,69,0.218,4.14,3,4,2,0,266,16,30,3,2,7 +slamaan01,2010,1,MIN,AL,0,1,5,0,0,0,0,14,6,4,1,5,5,0.300,7.71,0,1,0,0,25,2,4,0,0,0 +slatedo01,2010,1,WAS,NL,4,1,49,0,0,0,0,122,34,14,2,19,36,0.225,3.10,2,2,4,0,174,13,18,0,0,4 +sloweke01,2010,1,MIN,AL,13,6,30,28,0,0,0,467,172,77,21,29,116,0.280,4.45,0,3,4,0,662,0,80,2,11,7 +smithch07,2010,1,MIL,NL,0,0,3,0,0,0,0,10,4,2,0,1,4,0.308,5.40,0,0,0,0,14,1,2,0,0,1 +smithgr02,2010,1,COL,NL,1,2,8,8,0,0,0,117,49,27,8,24,31,0.322,6.23,2,1,1,0,182,0,28,2,3,3 +smithjo05,2010,1,CLE,AL,2,2,53,0,0,0,0,120,30,17,4,24,32,0.208,3.83,2,0,1,1,170,7,18,1,0,5 +smithjo06,2010,1,CIN,NL,3,2,37,0,0,0,1,126,45,18,7,11,26,0.273,3.86,1,1,2,0,179,15,18,1,0,7 +snellia01,2010,1,SEA,AL,0,5,12,8,0,0,0,139,60,33,10,25,26,0.308,6.41,0,3,1,0,227,0,36,1,3,1 +sonnaan01,2010,1,TBA,AL,3,1,41,4,0,0,1,243,83,40,11,27,50,0.259,4.44,3,3,7,0,355,23,40,0,1,6 +soriajo01,2010,1,KCA,AL,1,2,66,0,0,0,43,197,53,13,4,16,71,0.216,1.78,1,3,2,1,270,56,13,3,4,3 +soriara01,2010,1,TBA,AL,3,2,64,0,0,0,45,187,36,12,4,14,57,0.163,1.73,2,0,1,0,237,56,14,0,1,3 +sosajo02,2010,1,FLO,NL,2,3,22,2,0,0,0,110,39,19,4,18,19,0.271,4.66,4,2,0,0,165,4,22,1,2,2 +sprinru01,2010,1,CIN,NL,0,0,2,0,0,0,0,5,2,1,0,0,1,0.286,5.40,0,0,0,0,7,0,1,0,0,0 +stammcr01,2010,1,WAS,NL,4,4,35,19,0,0,0,384,151,73,13,41,85,0.297,5.13,4,3,1,0,562,3,78,5,6,16 +stangda01,2010,1,ARI,NL,0,0,4,0,0,0,0,12,4,6,1,6,2,0.250,13.50,0,0,0,0,22,1,6,0,0,0 +staufti01,2010,1,SDN,NL,6,5,32,7,0,0,0,248,65,17,3,24,61,0.219,1.85,5,0,2,0,326,12,18,3,0,10 +stettmi01,2010,1,MIL,NL,0,0,9,0,0,0,0,11,7,6,1,3,3,0.389,14.73,0,0,1,0,22,0,6,0,0,0 +steveje01,2010,1,CHN,NL,0,0,18,0,0,0,0,53,21,12,4,10,15,0.288,6.11,0,3,0,0,84,3,15,0,1,1 +stokebr01,2010,1,LAA,AL,0,0,16,0,0,0,0,50,26,15,4,16,16,0.361,8.10,1,2,1,0,90,6,18,0,1,3 +stoneto01,2010,1,NYN,NL,0,1,1,0,0,0,0,7,3,1,0,1,0,0.300,3.86,0,0,0,0,11,0,1,0,0,0 +storedr01,2010,1,WAS,NL,4,4,54,0,0,0,5,166,48,22,3,22,52,0.241,3.58,3,3,3,0,232,22,24,6,2,5 +strasst01,2010,1,WAS,NL,5,3,12,12,0,0,0,204,56,22,5,17,92,0.221,2.91,0,2,0,0,274,0,25,2,2,3 +streehu01,2010,1,COL,NL,4,4,44,0,0,0,20,142,39,19,5,11,45,0.225,3.61,4,2,2,1,187,39,21,0,1,6 +stricsc01,2010,1,FLO,NL,0,0,3,0,0,0,0,6,5,2,0,1,0,0.500,9.00,0,0,0,0,11,2,2,0,0,0 +stroppe01,2010,1,TEX,AL,0,0,15,0,0,0,0,32,17,12,2,11,11,0.362,10.13,0,5,1,1,60,5,12,1,0,2 +suppaje01,2010,1,MIL,NL,0,2,15,2,0,0,0,93,50,27,4,12,18,0.388,7.84,1,1,1,0,148,9,29,4,2,6 +suppaje01,2010,2,SLN,NL,3,6,15,13,0,0,0,211,80,30,9,25,33,0.294,3.84,0,3,1,0,304,1,32,5,1,6 +sweenbr01,2010,1,SEA,AL,1,2,24,0,0,0,0,111,33,13,5,6,14,0.239,3.16,1,2,0,0,148,8,16,2,2,1 +takahhi01,2010,1,NYN,NL,10,6,53,12,0,0,8,366,116,49,13,43,114,0.252,3.61,7,1,0,1,516,21,51,10,3,7 +talbomi01,2010,1,CLE,AL,10,13,28,28,1,0,0,478,169,78,13,69,88,0.276,4.41,2,3,8,1,696,0,88,2,5,18 +tallebr01,2010,1,TOR,AL,2,6,34,5,0,0,0,232,84,55,20,38,53,0.273,6.40,3,1,4,0,356,5,60,1,5,7 +tanketa01,2010,1,FLO,NL,0,0,27,0,0,0,0,36,12,10,4,7,7,0.250,7.50,1,1,1,0,57,1,11,0,1,0 +taschja01,2010,1,PIT,NL,1,0,17,0,0,0,0,58,22,13,3,8,17,0.275,6.05,0,1,0,0,88,3,13,0,0,0 +taschja01,2010,2,LAN,NL,0,0,3,0,0,0,0,1,1,1,0,3,0,0.333,27.00,0,1,0,0,6,0,1,0,0,0 +tejedro01,2010,1,KCA,AL,3,5,54,0,0,0,0,183,55,24,5,26,56,0.242,3.54,1,4,0,1,258,12,28,2,3,4 +texeika01,2010,1,SEA,AL,0,1,16,0,0,0,0,56,22,11,0,10,14,0.293,5.30,0,2,1,0,87,7,12,0,1,3 +texeika01,2010,2,KCA,AL,1,0,27,0,0,0,0,128,51,22,3,15,19,0.309,4.64,1,1,2,1,190,3,24,3,5,6 +thatcjo01,2010,1,SDN,NL,1,0,65,0,0,0,0,105,23,5,1,7,45,0.185,1.29,2,0,1,0,137,12,5,3,2,0 +thayeda01,2010,1,TBA,AL,0,0,1,0,0,0,0,6,7,6,1,0,2,0.538,27.00,0,0,0,0,13,0,6,0,0,0 +thomabr01,2010,1,DET,AL,6,2,49,2,0,0,0,208,77,30,4,29,30,0.292,3.89,3,4,4,0,307,7,31,4,6,9 +thomaju01,2010,1,PIT,NL,0,1,12,0,0,0,0,39,21,9,3,5,5,0.375,6.23,1,0,0,0,62,6,9,0,1,2 +thompbr01,2010,1,KCA,AL,0,4,16,0,0,0,0,59,25,14,4,4,10,0.305,6.41,1,2,1,0,89,3,16,1,1,0 +thompri03,2010,1,LAA,AL,2,0,13,0,0,0,0,59,12,3,2,4,15,0.171,1.37,0,4,0,0,75,7,4,1,0,2 +thornma01,2010,1,CHA,AL,5,4,61,0,0,0,8,182,41,18,3,20,81,0.191,2.67,5,1,2,0,239,13,18,0,2,5 +threeer01,2010,1,CHA,AL,0,0,11,0,0,0,0,37,9,0,0,3,6,0.220,0.00,0,0,0,0,45,1,1,0,1,3 +tillmch01,2010,1,BAL,AL,2,5,11,11,0,0,0,161,51,35,9,31,31,0.255,5.87,1,2,1,0,236,0,37,1,3,6 +toddje01,2010,1,CLE,AL,0,0,5,0,0,0,0,18,9,5,0,3,9,0.333,7.50,0,1,0,0,30,2,5,0,0,0 +tomlijo01,2010,1,CLE,AL,6,4,12,12,1,0,0,219,72,37,10,19,43,0.264,4.56,3,1,3,0,301,0,38,3,3,6 +torreca01,2010,1,CHA,AL,0,1,5,1,0,0,0,41,23,13,2,9,13,0.377,8.56,1,0,0,0,71,1,13,0,1,1 +troncra01,2010,1,LAN,NL,2,3,52,0,0,0,0,162,55,26,7,18,34,0.262,4.33,5,2,3,0,234,13,28,1,2,10 +ueharko01,2010,1,BAL,AL,1,2,43,0,0,0,13,132,37,14,5,5,55,0.220,2.86,0,1,0,0,174,22,15,1,0,1 +valdece01,2010,1,ARI,NL,1,2,9,2,0,0,0,60,29,17,2,10,13,0.337,7.65,2,3,1,0,97,3,19,0,0,2 +valdeme01,2010,1,TOR,AL,0,0,2,0,0,0,0,4,2,3,0,3,0,0.333,20.25,0,0,0,0,9,1,3,0,0,0 +valdera02,2010,1,NYN,NL,3,3,38,1,0,0,1,176,59,32,7,27,56,0.260,4.91,1,2,4,0,262,8,33,2,2,5 +valvejo01,2010,1,DET,AL,2,4,60,0,0,0,26,189,41,21,5,32,63,0.184,3.00,1,3,3,0,259,55,24,0,1,8 +vanderi01,2010,1,FLO,NL,0,0,2,0,0,0,0,4,3,1,0,1,1,0.375,6.75,0,0,0,0,9,0,4,0,0,0 +vanderi01,2010,2,BAL,AL,0,1,7,1,0,0,0,49,13,9,2,7,17,0.228,4.96,0,0,2,0,67,2,10,0,1,4 +vanevjo01,2010,1,BOS,AL,0,0,1,0,0,0,0,3,2,2,1,0,1,0.400,18.00,0,0,0,0,5,1,2,0,0,0 +vargacl01,2010,1,MIL,NL,1,0,17,0,0,0,0,59,28,16,3,10,18,0.337,7.32,0,2,0,0,94,2,16,1,0,3 +vargaja01,2010,1,SEA,AL,9,12,31,31,0,0,0,578,187,81,18,54,116,0.251,3.78,3,1,1,4,811,0,86,4,7,9 +varvaan01,2010,1,SEA,AL,0,1,4,0,0,0,0,12,6,5,2,6,5,0.333,11.25,0,1,0,0,24,2,5,0,0,0 +vasques01,2010,1,ARI,NL,1,6,57,0,0,0,0,161,46,31,6,38,55,0.236,5.20,3,3,6,1,240,16,32,0,1,5 +vazquja01,2010,1,NYA,AL,10,10,31,26,0,0,0,472,155,93,32,65,121,0.257,5.32,4,8,7,0,683,4,96,2,7,8 +ventejo01,2010,1,ATL,NL,4,4,79,0,0,0,1,249,61,18,1,39,93,0.204,1.95,2,4,8,0,350,17,30,2,1,11 +verasjo01,2010,1,FLO,NL,3,3,48,0,0,0,0,144,32,20,5,29,54,0.188,3.75,0,2,1,0,201,11,20,1,0,4 +verlaju01,2010,1,DET,AL,18,9,33,33,4,0,0,673,190,84,14,71,219,0.228,3.37,0,11,6,2,925,0,89,6,8,8 +villaca01,2010,1,MIL,NL,2,0,50,0,0,0,1,158,48,27,7,22,67,0.238,4.61,1,5,4,0,231,5,27,0,3,4 +villahe02,2010,1,HOU,NL,0,0,8,0,0,0,0,18,5,3,0,3,3,0.227,4.50,0,0,1,1,27,3,3,0,1,0 +violape01,2010,1,BAL,AL,0,0,2,0,0,0,0,4,1,2,1,1,3,0.200,13.50,0,0,0,0,6,1,2,0,0,0 +volqued01,2010,1,CIN,NL,4,3,12,12,0,0,0,188,59,30,6,35,67,0.253,4.31,0,5,3,0,275,0,30,3,1,7 +volstch01,2010,1,FLO,NL,12,9,30,30,2,1,0,525,187,89,17,60,102,0.277,4.58,5,8,8,1,758,0,94,8,7,15 +wagnebi02,2010,1,ATL,NL,7,2,71,0,0,0,37,208,38,11,5,22,104,0.159,1.43,3,2,3,0,268,64,14,3,1,4 +wainwad01,2010,1,SLN,NL,20,11,33,33,5,2,0,691,186,62,15,56,213,0.224,2.42,2,2,4,0,910,0,68,13,6,25 +wakefti01,2010,1,BOS,AL,4,10,32,19,0,0,0,420,153,83,19,36,84,0.272,5.34,3,11,5,1,610,10,92,3,4,6 +waldejo01,2010,1,LAA,AL,0,1,16,0,0,0,1,46,13,4,1,7,23,0.224,2.35,0,1,0,1,65,5,4,0,0,1 +walkety01,2010,1,WAS,NL,1,0,24,0,0,0,0,106,35,14,5,8,30,0.265,3.57,2,1,0,0,145,6,16,3,2,3 +waltepj01,2010,1,SLN,NL,2,0,7,3,0,0,0,90,32,20,5,10,22,0.276,6.00,0,0,0,0,129,3,20,1,2,4 +weaveje01,2010,1,LAN,NL,5,1,43,0,0,0,0,133,48,30,5,20,26,0.291,6.09,5,0,1,0,197,9,30,6,5,1 +weaveje02,2010,1,LAA,AL,13,12,34,34,0,0,0,673,187,75,23,54,233,0.222,3.01,0,7,0,1,905,0,83,2,5,5 +webbry01,2010,1,SDN,NL,3,1,54,0,0,0,0,177,64,19,1,19,44,0.277,2.90,5,2,1,1,253,15,21,1,1,4 +weinhro01,2010,1,DET,AL,2,2,28,0,0,0,0,88,40,20,2,8,21,0.328,6.14,2,1,3,0,135,4,23,1,1,6 +welleto01,2010,1,SFN,NL,3,5,13,11,0,0,0,176,57,37,12,35,41,0.259,5.68,1,3,3,0,265,0,37,4,3,3 +wellsra01,2010,1,CHN,NL,8,14,32,32,0,0,0,583,209,92,19,63,144,0.273,4.26,5,2,6,0,843,0,97,8,0,13 +westbja01,2010,1,CLE,AL,6,7,21,21,1,0,0,383,133,66,15,44,73,0.273,4.65,4,6,6,0,543,0,68,3,3,13 +westbja01,2010,2,SLN,NL,4,4,12,12,0,0,0,225,70,29,5,24,55,0.242,3.48,0,2,2,0,317,0,31,2,0,9 +westse01,2010,1,FLO,NL,0,2,2,2,0,0,0,28,15,8,2,4,8,0.375,7.71,1,0,0,0,47,0,9,3,0,0 +wheelda01,2010,1,TBA,AL,2,4,64,0,0,0,3,145,36,18,7,16,46,0.207,3.35,2,3,1,0,195,13,20,1,3,4 +whitese02,2010,1,SEA,AL,0,1,38,0,0,0,0,103,45,20,4,11,15,0.336,5.24,4,0,0,1,150,13,20,1,4,7 +willido03,2010,1,DET,AL,1,2,9,8,0,0,0,130,48,24,3,29,33,0.284,4.98,0,4,2,0,202,0,24,1,0,8 +willido03,2010,2,ARI,NL,1,1,6,5,0,0,0,67,24,17,3,27,14,0.304,6.85,0,4,3,2,114,0,17,1,4,3 +willira01,2010,1,CHA,AL,0,1,27,0,0,0,0,75,37,15,2,21,22,0.346,5.40,6,0,3,0,132,2,17,0,1,4 +wilsobr01,2010,1,SFN,NL,3,3,70,0,0,0,48,224,62,15,3,26,93,0.220,1.81,5,0,1,0,311,59,16,1,0,2 +wilsocj01,2010,1,TEX,AL,15,8,33,33,3,0,0,612,161,76,10,93,170,0.217,3.35,0,7,10,1,850,0,83,1,3,21 +wolfra02,2010,1,MIL,NL,13,12,34,34,1,1,0,647,213,100,29,87,142,0.258,4.17,6,2,9,0,936,0,107,9,6,19 +wolfro01,2010,1,OAK,AL,0,0,11,0,0,0,0,38,12,6,1,6,9,0.250,4.26,1,0,1,0,56,7,6,1,0,1 +woodbl01,2010,1,KCA,AL,1,3,51,0,0,0,0,149,54,28,6,22,31,0.286,5.07,5,3,1,0,220,13,29,2,6,6 +woodke02,2010,1,CLE,AL,1,4,23,0,0,0,8,60,21,14,3,11,18,0.263,6.30,2,2,2,1,93,18,15,0,0,2 +woodke02,2010,2,NYA,AL,2,0,24,0,0,0,0,78,14,2,1,18,31,0.161,0.69,2,3,1,0,108,1,2,2,0,2 +woodti01,2010,1,FLO,NL,0,1,26,0,0,0,1,83,33,17,2,15,10,0.306,5.53,1,0,0,0,129,8,19,4,2,3 +woodtr01,2010,1,CIN,NL,5,4,17,17,0,0,0,308,85,40,9,26,86,0.222,3.51,1,0,4,1,419,0,45,3,3,6 +worleva01,2010,1,PHI,NL,1,1,5,2,0,0,0,39,8,2,1,4,12,0.178,1.38,0,1,0,0,51,2,2,2,0,0 +wrighja01,2010,1,CLE,AL,1,2,18,0,0,0,0,64,25,13,1,9,9,0.294,5.48,0,1,2,0,98,9,18,1,1,5 +wrighja01,2010,2,SEA,AL,0,1,28,0,0,0,0,111,30,14,2,16,19,0.231,3.41,1,3,1,1,151,8,15,2,2,7 +wrighwe01,2010,1,HOU,NL,1,2,14,4,0,0,0,99,37,21,6,13,29,0.287,5.73,0,0,3,0,148,3,27,2,1,4 +wuertmi01,2010,1,OAK,AL,2,3,48,0,0,0,6,119,35,19,6,21,40,0.240,4.31,5,6,0,0,171,14,21,4,0,4 +youngch03,2010,1,SDN,NL,2,0,4,4,0,0,0,60,10,2,1,11,15,0.143,0.90,0,1,0,0,82,0,2,1,0,0 +zagurmi01,2010,1,PHI,NL,0,0,8,0,0,0,0,21,8,8,1,5,11,0.320,10.29,0,1,2,0,34,3,8,1,1,1 +zambrca01,2010,1,CHN,NL,11,6,36,20,0,0,0,389,119,48,7,69,117,0.246,3.33,0,7,6,1,571,2,55,9,3,14 +zieglbr01,2010,1,OAK,AL,3,7,64,0,0,0,0,182,54,22,4,28,41,0.241,3.26,9,0,3,1,257,12,24,1,1,8 +zimmejo02,2010,1,WAS,NL,1,2,7,7,0,0,0,93,31,17,8,10,27,0.256,4.94,1,0,2,0,135,0,20,1,1,1 +zitoba01,2010,1,SFN,NL,9,14,34,33,1,0,0,598,184,92,20,84,150,0.250,4.15,7,7,7,0,848,1,97,13,7,17 +zumayjo01,2010,1,DET,AL,2,1,31,0,0,0,1,115,32,11,1,11,34,0.229,2.58,0,2,0,0,156,6,13,2,3,4 +abadfe01,2011,1,HOU,NL,1,4,29,0,0,0,0,59,28,16,5,9,15,0.326,7.32,0,0,1,0,99,1,18,1,2,0 +abreuju01,2011,1,HOU,NL,0,0,7,0,0,0,0,20,6,2,1,3,12,0.231,2.70,0,0,5,0,34,2,2,0,0,0 +accarje01,2011,1,BAL,AL,3,3,31,0,0,0,0,113,43,24,5,18,23,0.295,5.73,4,0,1,0,167,7,24,2,0,4 +aceveal01,2011,1,BOS,AL,10,2,55,4,0,0,2,342,84,33,8,42,80,0.204,2.61,1,1,15,2,474,15,37,3,3,9 +acostma01,2011,1,NYN,NL,4,1,44,0,0,0,4,141,50,18,6,15,46,0.269,3.45,0,0,2,0,204,15,21,0,1,3 +adamsmi03,2011,1,SDN,NL,3,1,48,0,0,0,1,144,26,6,2,9,49,0.155,1.13,1,0,0,0,179,5,7,1,1,1 +adamsmi03,2011,2,TEX,AL,2,3,27,0,0,0,1,77,18,6,3,5,25,0.196,2.10,1,0,0,0,98,5,6,1,0,1 +adcocna01,2011,1,KCA,AL,1,1,24,3,0,0,1,181,63,31,5,26,36,0.272,4.62,3,4,3,1,265,5,34,3,1,4 +affelje01,2011,1,SFN,NL,3,2,67,0,0,0,3,185,47,18,5,24,54,0.207,2.63,3,4,4,0,259,12,22,4,0,4 +alberma01,2011,1,BOS,AL,4,4,56,0,0,0,0,194,62,34,7,31,68,0.251,4.73,1,2,5,0,289,10,35,4,2,3 +albural01,2011,1,DET,AL,6,1,41,0,0,0,0,130,21,9,0,29,67,0.142,1.87,4,4,2,0,182,11,9,2,1,0 +alvarhe01,2011,1,TOR,AL,1,3,10,10,0,0,0,191,64,25,8,8,40,0.262,3.53,0,2,4,0,259,0,26,1,2,7 +anderbr04,2011,1,OAK,AL,3,6,13,13,1,0,0,250,86,37,8,25,61,0.270,4.00,1,0,7,1,356,0,40,4,1,8 +arredjo01,2011,1,CIN,NL,4,4,53,0,0,0,0,159,43,19,5,31,48,0.226,3.23,5,4,2,2,226,10,21,3,0,6 +arrieja01,2011,1,BAL,AL,10,8,22,22,0,0,0,358,115,67,21,59,93,0.253,5.05,2,0,4,0,523,0,70,3,2,9 +arroybr01,2011,1,CIN,NL,9,12,32,32,1,1,0,597,227,112,46,45,108,0.286,5.07,5,0,6,0,855,0,119,6,5,15 +ascanjo01,2011,1,PIT,NL,0,0,8,0,0,0,0,19,10,5,2,2,5,0.345,7.11,0,0,0,0,31,4,5,0,0,0 +atchisc01,2011,1,BOS,AL,1,0,17,0,0,0,1,91,31,11,0,6,17,0.279,3.26,0,2,2,0,122,4,11,1,2,5 +atkinmi01,2011,1,BAL,AL,0,0,3,3,0,0,0,32,21,10,5,3,7,0.412,8.44,0,0,1,0,56,0,10,0,1,1 +augenbr01,2011,1,SLN,NL,0,1,5,0,0,0,0,17,11,6,1,3,6,0.407,9.53,3,1,1,0,31,1,7,0,0,0 +axelrdy01,2011,1,CHA,AL,1,0,4,3,0,0,0,56,18,6,1,9,19,0.257,2.89,2,0,1,0,82,1,6,0,2,2 +axforjo01,2011,1,MIL,NL,2,2,74,0,0,0,46,221,59,16,4,25,86,0.212,1.95,1,8,0,0,305,63,19,1,1,4 +ayalalu01,2011,1,NYA,AL,2,2,52,0,0,0,0,168,51,13,5,20,39,0.256,2.09,3,2,6,1,233,20,17,4,4,10 +badenbu01,2011,1,FLO,NL,2,3,50,0,0,0,1,191,65,29,1,24,51,0.265,4.10,4,4,4,0,276,15,29,1,2,7 +baezda01,2011,1,PHI,NL,2,4,29,0,0,0,0,108,43,25,5,13,18,0.293,6.25,2,1,3,0,163,14,28,0,0,3 +bailean01,2011,1,OAK,AL,0,4,42,0,0,0,24,125,34,15,3,12,41,0.218,3.24,2,0,0,0,170,37,18,1,1,3 +baileho02,2011,1,CIN,NL,9,7,22,22,0,0,0,396,136,65,18,33,106,0.264,4.43,2,4,5,0,561,0,68,4,4,6 +bakersc02,2011,1,MIN,AL,8,6,23,21,1,0,0,404,126,47,15,32,123,0.248,3.14,2,4,4,0,548,2,50,1,2,9 +balesco01,2011,1,WAS,NL,1,4,23,0,0,0,0,107,38,18,7,14,34,0.268,4.54,0,2,1,1,159,9,21,1,1,2 +balfogr01,2011,1,OAK,AL,5,2,62,0,0,0,2,186,44,17,8,20,59,0.199,2.47,1,0,0,0,242,15,17,1,0,8 +bardda01,2011,1,BOS,AL,2,9,70,0,0,0,1,219,46,27,5,24,74,0.179,3.33,3,2,2,1,288,10,29,5,0,1 +bassan01,2011,1,SDN,NL,2,0,27,3,0,0,0,145,41,9,3,21,24,0.236,1.68,1,1,1,0,198,6,9,2,0,7 +bastaan01,2011,1,PHI,NL,6,1,64,0,0,0,8,174,28,17,6,26,70,0.144,2.64,0,4,0,0,225,15,17,2,2,4 +batismi01,2011,1,SLN,NL,3,2,26,1,0,0,0,88,27,15,2,19,16,0.241,4.60,4,2,4,0,137,2,20,2,0,3 +batismi01,2011,2,NYN,NL,2,0,9,4,1,1,0,92,22,9,0,14,15,0.208,2.64,1,1,2,0,125,0,9,2,1,6 +beachbr01,2011,1,ATL,NL,7,3,25,25,0,0,0,425,125,58,16,46,169,0.236,3.68,9,11,5,1,591,0,62,6,5,6 +beatope01,2011,1,NYN,NL,2,1,60,0,0,0,0,201,59,32,5,27,39,0.240,4.30,3,1,4,0,283,7,41,2,4,6 +beavabl01,2011,1,SEA,AL,5,6,15,15,0,0,0,291,106,46,13,15,42,0.278,4.27,0,4,3,0,405,0,46,1,5,6 +beckch01,2011,1,TOR,AL,0,0,3,0,0,0,0,7,1,0,0,0,3,0.125,0.00,0,0,0,0,8,3,0,0,0,0 +beckejo02,2011,1,BOS,AL,13,7,30,30,1,1,0,579,146,62,21,52,175,0.211,2.89,1,6,9,0,767,0,65,8,5,14 +bedarer01,2011,1,SEA,AL,4,7,16,16,0,0,0,274,77,35,11,30,87,0.226,3.45,0,5,1,0,373,0,41,1,0,8 +bedarer01,2011,2,BOS,AL,1,2,8,8,0,0,0,114,41,17,3,18,38,0.275,4.03,0,0,0,0,168,0,22,0,1,0 +beimejo01,2011,1,PIT,NL,1,1,35,0,0,0,0,76,34,15,6,9,17,0.321,5.33,1,0,1,0,117,9,17,1,0,5 +belisma01,2011,1,COL,NL,10,4,74,0,0,0,0,216,77,26,5,14,58,0.276,3.25,3,2,4,0,301,10,33,4,0,8 +bellhe01,2011,1,SDN,NL,3,4,64,0,0,0,43,188,51,17,4,21,51,0.223,2.44,2,8,0,0,256,54,20,5,1,6 +belltr01,2011,1,LAA,AL,1,1,19,0,0,0,0,103,39,13,2,10,17,0.291,3.41,1,2,1,0,146,14,14,0,1,3 +belowdu01,2011,1,DET,AL,0,2,14,2,0,0,0,87,28,14,2,11,14,0.252,4.34,2,2,1,0,127,4,16,1,3,2 +benoijo01,2011,1,DET,AL,4,3,66,0,0,0,2,183,47,20,5,17,63,0.218,2.95,1,3,2,0,241,13,22,1,5,6 +bergebr02,2011,1,BAL,AL,2,7,34,12,1,1,0,303,119,64,16,32,61,0.288,5.70,3,2,3,0,451,3,73,0,3,7 +bergju01,2011,1,CHN,NL,0,0,8,0,0,0,0,36,11,5,1,6,6,0.250,3.75,1,0,2,0,52,0,5,0,0,2 +berkeja01,2011,1,BAL,AL,1,2,40,0,0,0,0,141,63,28,10,21,41,0.318,5.36,2,4,1,0,223,10,29,1,2,4 +betande01,2011,1,NYA,AL,0,0,2,1,0,0,0,8,1,2,0,6,2,0.125,6.75,0,0,1,0,16,0,2,0,1,0 +betanra01,2011,1,COL,NL,2,0,68,0,0,0,8,187,46,20,7,8,73,0.203,2.89,0,1,0,2,237,24,21,0,2,3 +billibr02,2011,1,COL,NL,0,0,1,0,0,0,0,6,5,1,0,0,0,0.556,4.50,0,1,0,0,9,1,1,0,0,2 +billibr02,2011,2,OAK,AL,0,0,3,0,0,0,0,15,8,7,1,6,7,0.348,12.60,0,0,0,0,29,0,9,0,0,1 +billich01,2011,1,LAN,NL,11,11,32,32,1,0,0,564,189,88,14,84,152,0.264,4.21,4,5,7,0,829,0,98,13,8,14 +blackni01,2011,1,MIN,AL,7,10,26,26,1,0,0,445,183,74,19,54,76,0.305,4.49,5,5,4,0,670,0,91,7,5,14 +blantjo01,2011,1,PHI,NL,1,2,11,8,0,0,0,124,52,23,5,9,35,0.319,5.01,0,0,1,0,180,1,23,5,2,7 +blevije01,2011,1,OAK,AL,0,0,26,0,0,0,0,85,24,9,2,14,26,0.235,2.86,1,0,1,0,122,11,14,2,3,4 +boggsmi01,2011,1,SLN,NL,2,3,51,0,0,0,4,182,62,24,4,21,48,0.266,3.56,2,5,2,0,260,20,27,2,2,7 +bowdemi01,2011,1,BOS,AL,0,0,14,0,0,0,0,60,19,9,3,11,17,0.241,4.05,0,3,0,0,90,9,9,0,0,0 +boyerbl01,2011,1,NYN,NL,0,2,5,0,0,0,1,20,13,8,2,1,1,0.433,10.80,0,0,1,0,33,3,8,1,0,1 +brachbr01,2011,1,SDN,NL,0,2,9,0,0,0,0,21,9,4,0,7,11,0.300,5.14,4,1,1,0,38,4,5,0,0,0 +brackan01,2011,1,NYA,AL,0,0,3,0,0,0,0,7,1,0,0,3,0,0.100,0.00,0,0,0,0,13,1,0,0,0,0 +braddza01,2011,1,MIL,NL,0,1,25,0,0,0,0,52,16,14,2,11,18,0.239,7.27,1,2,2,0,82,4,15,0,2,1 +bradeda01,2011,1,OAK,AL,1,1,3,3,0,0,0,54,18,6,2,5,15,0.265,3.00,0,0,0,0,73,0,7,0,0,1 +braybi01,2011,1,CIN,NL,5,3,79,0,0,0,0,145,35,16,3,17,44,0.202,2.98,3,1,2,0,196,11,16,1,3,1 +brazoyh01,2011,1,ARI,NL,0,0,6,0,0,0,0,18,8,4,1,4,8,0.308,6.00,1,0,1,1,31,1,4,0,0,0 +breslcr01,2011,1,OAK,AL,0,2,67,0,0,0,0,178,69,25,4,21,44,0.296,3.79,1,3,2,0,261,10,29,3,2,5 +brittza01,2011,1,BAL,AL,11,11,28,28,0,0,0,463,162,79,12,62,97,0.276,4.61,3,7,1,0,666,0,93,8,7,25 +brodebr01,2011,1,WAS,NL,0,1,11,0,0,0,0,37,16,9,0,3,4,0.320,6.57,0,1,2,1,57,3,9,1,1,1 +brothre01,2011,1,COL,NL,1,2,48,0,0,0,1,122,33,13,4,20,59,0.217,2.88,2,2,0,0,172,6,14,0,0,3 +broxtjo01,2011,1,LAN,NL,1,2,14,0,0,0,7,38,15,8,2,9,10,0.283,5.68,2,0,0,0,62,12,10,0,0,1 +brunebr01,2011,1,CHA,AL,1,0,23,0,0,0,0,59,26,15,4,12,16,0.338,6.86,0,0,0,0,93,6,15,3,1,2 +buchhcl01,2011,1,BOS,AL,6,3,14,14,0,0,0,248,76,32,10,31,60,0.241,3.48,1,3,2,0,353,0,34,1,4,4 +buchhta01,2011,1,NYN,NL,1,1,23,0,0,0,0,78,22,9,5,7,26,0.234,3.12,0,0,1,0,107,8,10,2,3,0 +buehrma01,2011,1,CHA,AL,13,9,31,31,0,0,0,616,221,82,21,45,109,0.277,3.59,3,1,2,0,858,0,93,6,7,19 +buentja01,2011,1,FLO,NL,0,1,1,1,0,0,0,9,5,3,0,3,1,0.357,9.00,0,0,1,0,18,0,4,0,0,0 +buentja01,2011,2,TBA,AL,0,0,1,0,0,0,0,6,2,2,0,2,1,0.250,9.00,0,0,0,0,10,1,2,0,0,0 +bulgeja01,2011,1,LAA,AL,0,1,5,0,0,0,0,28,6,1,2,10,7,0.182,0.96,1,0,0,0,43,4,4,0,0,1 +bumgama01,2011,1,SFN,NL,13,13,33,33,0,0,0,614,202,73,12,46,191,0.260,3.21,5,0,5,1,844,0,82,12,4,11 +burneaj01,2011,1,NYA,AL,11,11,33,32,0,0,0,571,190,109,31,83,173,0.260,5.15,2,25,9,0,837,0,115,4,10,16 +burneal01,2011,1,MIN,AL,2,5,66,0,0,0,0,152,50,31,4,21,33,0.263,5.51,1,2,8,0,225,12,32,2,4,4 +burnese01,2011,1,WAS,NL,5,5,69,0,0,0,4,170,54,24,6,21,33,0.254,3.81,4,2,3,0,242,17,24,3,2,4 +burrebr01,2011,1,PIT,NL,1,0,5,2,0,0,0,42,12,6,4,4,10,0.226,3.86,0,2,0,0,60,2,6,2,1,0 +burtoja01,2011,1,CIN,NL,0,0,6,0,0,0,0,14,6,2,1,3,3,0.316,3.86,0,0,0,0,23,1,2,1,0,0 +bushda01,2011,1,TEX,AL,0,1,17,3,0,0,0,112,47,24,6,9,23,0.309,5.79,2,2,3,0,166,7,27,2,0,7 +byrdati01,2011,1,NYN,NL,2,1,72,0,0,0,1,113,34,16,3,19,47,0.239,3.82,4,1,1,0,168,10,20,4,2,1 +cahiltr01,2011,1,OAK,AL,12,14,34,34,0,0,0,623,214,96,19,82,147,0.269,4.16,1,15,8,0,901,0,102,8,6,17 +cainma01,2011,1,SFN,NL,12,11,33,33,1,0,0,665,177,71,9,63,179,0.217,2.88,5,4,9,0,907,0,82,11,6,7 +campsh01,2011,1,TOR,AL,6,3,67,0,0,0,1,199,79,31,3,22,32,0.303,4.21,9,0,6,0,292,23,36,2,1,12 +cappsma01,2011,1,MIN,AL,4,7,69,0,0,0,15,197,66,31,10,13,34,0.262,4.25,1,1,4,0,274,35,31,2,3,6 +capuach01,2011,1,NYN,NL,11,12,33,31,1,1,0,558,198,94,27,53,168,0.270,4.55,5,4,5,0,802,0,99,9,1,13 +carigan01,2011,1,OAK,AL,0,0,6,0,0,0,0,19,8,3,1,2,5,0.276,4.26,0,1,0,0,31,3,4,0,0,0 +carlybu01,2011,1,NYA,AL,0,1,8,0,0,0,0,23,5,4,1,7,9,0.185,4.70,1,2,0,0,34,6,4,0,0,0 +carmofa01,2011,1,CLE,AL,7,15,32,32,0,0,0,566,205,110,22,60,109,0.276,5.25,3,3,14,1,833,0,125,9,7,12 +carpean01,2011,1,PHI,NL,0,0,6,0,0,0,0,28,13,8,2,4,10,0.333,7.71,0,0,0,0,44,1,8,1,0,1 +carpean01,2011,2,SDN,NL,0,0,6,0,0,0,0,16,6,5,1,3,6,0.300,8.44,1,3,0,0,24,2,5,1,0,0 +carpech01,2011,1,SLN,NL,11,9,34,34,4,2,0,712,243,91,16,55,191,0.264,3.45,5,3,6,1,996,0,98,11,3,20 +carpech02,2011,1,CHN,NL,0,0,10,0,0,0,0,29,12,3,1,7,8,0.316,2.79,1,2,0,0,47,1,3,0,2,1 +carpeda01,2011,1,HOU,NL,1,3,34,0,0,0,1,83,28,9,3,13,29,0.272,2.93,7,2,4,1,125,12,9,4,1,2 +carraca01,2011,1,CLE,AL,8,9,21,21,1,0,0,374,130,64,15,40,85,0.270,4.62,3,3,4,0,536,0,68,3,7,7 +carradj01,2011,1,NYN,NL,1,3,42,1,0,0,0,148,67,33,7,16,27,0.337,6.02,4,3,6,1,225,15,35,4,0,9 +carrejo01,2011,1,TOR,AL,1,0,11,0,0,0,0,47,11,2,1,4,14,0.200,1.15,0,0,0,0,59,3,2,0,0,2 +cashnan01,2011,1,CHN,NL,0,0,7,1,0,0,0,32,3,2,1,4,8,0.086,1.69,0,0,0,0,39,0,2,0,0,1 +cassebo01,2011,1,LAA,AL,1,1,30,0,0,0,0,119,28,12,1,19,24,0.207,2.72,2,3,1,0,157,6,12,1,1,10 +castial02,2011,1,ARI,NL,1,0,17,0,0,0,0,35,10,3,0,7,6,0.244,2.31,0,0,1,0,50,4,3,0,1,2 +cecilbr01,2011,1,TOR,AL,4,11,20,20,2,1,0,371,122,65,22,42,87,0.256,4.73,1,1,6,0,532,0,68,3,5,5 +cedajo01,2011,1,FLO,NL,0,1,17,0,0,0,0,61,16,10,1,12,21,0.211,4.43,0,1,0,0,88,9,11,0,0,2 +cedenxa01,2011,1,HOU,NL,0,0,3,0,0,0,0,5,7,5,2,0,0,0.636,27.00,0,0,0,0,11,0,5,0,0,0 +chacijh01,2011,1,COL,NL,11,14,31,31,2,1,0,582,168,78,20,87,150,0.231,3.62,1,7,4,0,827,0,87,5,3,15 +chambjo03,2011,1,NYA,AL,2,0,27,0,0,0,0,86,23,9,3,7,24,0.228,2.83,0,1,1,0,110,3,10,0,1,4 +chapmar01,2011,1,CIN,NL,4,1,54,0,0,0,1,150,24,20,2,41,71,0.147,3.60,0,4,2,0,207,13,21,1,0,4 +chatwty01,2011,1,LAA,AL,6,11,27,25,0,0,0,426,166,75,14,71,74,0.303,4.75,4,3,6,1,633,0,81,6,3,26 +chaveje01,2011,1,KCA,AL,0,0,4,0,0,0,0,23,12,9,3,5,8,0.353,10.57,0,0,0,0,39,3,9,0,0,1 +chenbr01,2011,1,KCA,AL,12,8,25,25,1,0,0,465,152,65,18,50,97,0.258,3.77,2,2,7,0,654,0,71,3,5,10 +choatra01,2011,1,FLO,NL,1,1,54,0,0,0,0,74,13,5,3,13,31,0.149,1.82,5,0,2,0,103,6,7,1,0,1 +cishest01,2011,1,FLO,NL,2,1,45,0,0,0,3,164,45,16,1,19,55,0.221,2.63,7,5,3,0,229,21,18,3,0,6 +cletoma01,2011,1,SLN,NL,0,0,3,0,0,0,0,13,7,6,2,4,6,0.333,12.46,0,0,0,0,25,2,6,0,0,0 +clippty01,2011,1,WAS,NL,3,0,72,0,0,0,0,265,48,18,11,26,104,0.162,1.83,2,1,0,0,329,8,18,4,3,3 +cobbal01,2011,1,TBA,AL,3,2,9,9,0,0,0,158,49,20,3,21,37,0.244,3.42,1,2,1,0,224,0,21,0,1,6 +coffeto01,2011,1,WAS,NL,5,1,69,0,0,0,0,179,55,24,4,20,46,0.244,3.62,3,1,1,0,254,15,25,5,3,2 +cokeph01,2011,1,DET,AL,3,9,48,14,0,0,1,326,118,54,5,40,69,0.279,4.47,5,4,4,0,474,6,64,4,3,14 +colemca01,2011,1,CHN,NL,3,9,19,17,0,0,0,253,102,60,10,46,75,0.300,6.40,3,3,4,1,398,1,62,6,2,5 +colemlo01,2011,1,KCA,AL,1,4,48,0,0,0,1,179,44,19,9,26,64,0.207,2.87,6,4,3,0,244,11,20,1,1,4 +colliti01,2011,1,KCA,AL,4,4,68,0,0,0,0,201,52,27,5,48,60,0.216,3.63,2,3,2,0,295,18,28,3,1,6 +collmjo01,2011,1,ARI,NL,10,10,31,24,0,0,0,463,137,58,17,28,100,0.237,3.38,2,1,5,1,621,3,61,9,2,4 +colonba01,2011,1,NYA,AL,8,10,29,26,1,1,0,493,172,73,21,40,135,0.267,4.00,3,0,3,0,694,0,85,2,6,12 +contrjo01,2011,1,PHI,NL,0,0,17,0,0,0,5,42,11,6,0,8,13,0.220,3.86,0,0,1,0,60,8,6,1,0,1 +cookaa01,2011,1,COL,NL,3,10,18,17,0,0,0,291,127,65,9,37,48,0.326,6.03,5,3,5,0,441,0,67,1,8,14 +cookry01,2011,1,ARI,NL,0,1,12,0,0,0,0,23,11,6,0,8,7,0.333,7.04,0,1,0,1,41,5,6,0,0,0 +cordefr01,2011,1,CIN,NL,5,3,68,0,0,0,37,209,49,19,6,22,42,0.198,2.45,0,4,3,1,274,63,20,1,1,6 +cormila01,2011,1,LAN,NL,0,1,9,0,0,0,0,41,22,15,4,5,7,0.338,9.88,0,2,0,0,70,8,17,0,0,1 +correke01,2011,1,PIT,NL,12,11,27,26,1,0,0,462,175,82,24,39,77,0.287,4.79,0,3,2,1,660,1,90,7,2,14 +corteda02,2011,1,SEA,AL,0,2,10,0,0,0,0,32,13,7,1,6,3,0.302,5.91,0,1,1,0,50,3,7,0,0,1 +crainje01,2011,1,CHA,AL,8,3,67,0,0,0,1,196,50,19,7,31,70,0.215,2.62,5,0,0,1,268,11,20,1,3,3 +cramebo01,2011,1,OAK,AL,0,1,5,0,0,0,0,25,6,1,1,1,6,0.200,1.08,0,0,0,0,31,3,1,0,0,1 +crottmi01,2011,1,PIT,NL,0,1,15,0,0,0,0,32,20,11,2,5,7,0.392,9.28,0,1,0,0,56,1,11,0,0,0 +crowaa01,2011,1,KCA,AL,4,4,57,0,0,0,0,186,55,19,8,31,65,0.237,2.76,2,9,0,1,266,19,20,3,0,4 +cruzju02,2011,1,TBA,AL,5,0,56,0,0,0,0,146,36,21,5,28,46,0.211,3.88,2,3,0,0,200,9,21,0,1,6 +cuddymi01,2011,1,MIN,AL,0,0,1,0,0,0,0,3,2,0,0,1,0,0.400,0.00,0,0,0,0,6,1,0,0,0,0 +cuetojo01,2011,1,CIN,NL,9,5,24,24,3,1,0,468,123,40,8,47,104,0.220,2.31,0,5,10,1,631,0,51,10,4,18 +daleyma01,2011,1,COL,NL,0,0,7,0,0,0,0,18,8,7,1,2,7,0.333,10.50,0,0,0,0,27,0,7,0,1,1 +danksjo01,2011,1,CHA,AL,8,12,27,27,2,1,0,511,182,82,19,46,135,0.274,4.33,5,6,7,0,728,0,89,4,6,12 +davieky01,2011,1,KCA,AL,1,9,13,13,0,0,0,184,84,46,7,26,50,0.332,6.75,2,4,5,0,293,0,52,3,6,3 +davisdo02,2011,1,CHN,NL,1,7,9,9,0,0,0,137,59,33,2,26,36,0.314,6.50,1,0,2,0,224,0,38,5,3,3 +daviswa01,2011,1,TBA,AL,11,10,29,29,1,0,0,552,190,91,23,63,105,0.267,4.45,1,6,8,0,795,0,96,5,7,17 +dedunsa01,2011,1,SDN,NL,0,0,2,0,0,0,0,9,5,1,0,3,4,0.357,3.00,1,1,0,0,17,0,1,0,0,0 +defraju01,2011,1,PHI,NL,1,0,5,0,0,0,0,12,1,1,0,3,3,0.083,2.25,1,1,1,0,17,2,2,1,0,0 +delabst01,2011,1,SEA,AL,1,1,6,0,0,0,0,21,5,2,1,4,7,0.217,2.57,1,0,1,0,28,4,2,0,0,1 +delaceu01,2011,1,MIL,NL,0,0,11,0,0,0,0,39,10,4,0,5,9,0.213,2.77,0,3,2,0,55,9,4,0,1,1 +delanro01,2011,1,TBA,AL,0,0,4,0,0,0,0,15,4,6,0,7,3,0.235,10.80,1,0,0,0,25,1,6,0,1,0 +delarda01,2011,1,TBA,AL,0,0,7,0,0,0,0,22,10,8,1,3,8,0.323,9.82,0,1,0,0,34,2,8,0,0,0 +delarjo01,2011,1,COL,NL,5,2,10,10,1,0,0,177,48,23,4,22,52,0.222,3.51,0,6,2,1,245,0,25,4,1,5 +delarru01,2011,1,LAN,NL,4,5,13,10,0,0,0,182,54,25,6,31,60,0.244,3.71,3,3,0,0,254,2,26,2,0,4 +delgara01,2011,1,ATL,NL,1,1,7,7,0,0,0,105,29,11,5,14,18,0.220,2.83,1,2,1,0,147,0,12,0,0,1 +delosfa01,2011,1,OAK,AL,3,2,34,0,0,0,0,100,27,16,4,17,43,0.220,4.32,1,9,0,0,143,8,19,2,1,3 +delroen01,2011,1,HOU,NL,0,3,54,0,0,0,0,159,59,27,3,31,31,0.280,4.58,3,2,3,1,250,13,30,3,1,3 +demelsa01,2011,1,ARI,NL,2,2,34,0,0,0,0,77,31,12,4,13,15,0.307,4.21,1,0,2,0,117,7,13,0,0,5 +dempsry01,2011,1,CHN,NL,10,14,34,34,0,0,0,607,211,108,23,82,191,0.271,4.80,2,7,5,0,881,0,111,12,3,13 +detwiro01,2011,1,WAS,NL,4,5,15,10,0,0,0,198,63,22,7,20,41,0.258,3.00,2,2,3,0,277,0,26,7,3,7 +devinjo01,2011,1,OAK,AL,1,1,26,0,0,0,0,69,18,9,0,11,20,0.214,3.52,0,0,2,0,100,3,9,1,2,1 +diamosc01,2011,1,MIN,AL,1,5,7,7,0,0,0,117,51,22,3,17,19,0.317,5.08,3,3,0,0,181,0,25,2,1,6 +dickera01,2011,1,NYN,NL,8,13,33,32,1,0,0,626,202,76,18,54,134,0.256,3.28,2,9,9,1,876,0,85,16,7,22 +dicksbr01,2011,1,SLN,NL,0,0,4,1,0,0,0,25,9,3,2,3,7,0.290,3.24,0,0,0,0,34,0,3,0,0,3 +difelma01,2011,1,MIL,NL,0,0,3,0,0,0,0,9,3,4,1,2,3,0.250,12.00,0,0,0,0,14,1,4,0,0,0 +dillati01,2011,1,MIL,NL,1,1,24,0,0,0,0,86,26,13,3,4,27,0.241,4.08,0,2,2,0,117,11,13,2,1,0 +dolisra01,2011,1,CHN,NL,0,0,1,0,0,0,0,4,0,0,0,1,1,0.000,0.00,0,0,0,0,4,0,0,0,0,1 +doteloc01,2011,1,TOR,AL,2,1,36,0,0,0,1,88,20,12,5,12,30,0.187,3.68,2,0,2,0,122,11,13,1,0,0 +doteloc01,2011,2,SLN,NL,3,3,29,0,0,0,2,74,16,9,1,5,32,0.182,3.28,0,1,0,0,96,10,10,2,1,0 +doubrfe01,2011,1,BOS,AL,0,0,11,0,0,0,1,31,12,7,1,8,6,0.316,6.10,0,0,0,0,47,1,7,0,1,1 +downssc01,2011,1,LAA,AL,6,3,60,0,0,0,1,161,39,8,3,15,35,0.199,1.34,3,2,0,0,218,10,11,5,2,3 +drabeky01,2011,1,TOR,AL,4,5,18,14,0,0,0,236,87,53,10,55,51,0.289,6.06,0,11,1,0,365,2,54,3,5,9 +duensbr01,2011,1,MIN,AL,9,14,32,28,1,1,0,485,193,94,21,52,115,0.299,5.23,3,3,1,0,711,0,102,7,6,16 +duffyda01,2011,1,KCA,AL,4,8,20,20,0,0,0,316,119,66,15,51,87,0.287,5.64,1,4,5,1,474,0,66,2,2,6 +dukeza01,2011,1,ARI,NL,3,4,21,9,0,0,1,230,101,42,6,19,32,0.324,4.93,0,1,1,0,338,5,42,3,3,6 +dumatph01,2011,1,MIN,AL,1,3,45,0,0,0,1,124,45,18,7,25,29,0.276,3.92,5,2,1,0,196,14,22,3,4,2 +dunnmi01,2011,1,FLO,NL,5,6,72,0,0,0,0,189,51,24,9,31,68,0.224,3.43,2,3,2,0,267,11,28,4,2,5 +durbich01,2011,1,CLE,AL,2,2,56,0,0,0,0,205,86,42,12,26,59,0.306,5.53,3,6,3,0,318,11,45,1,7,2 +edlefst01,2011,1,SFN,NL,0,0,13,0,0,0,0,34,17,12,2,10,6,0.347,9.53,0,0,1,0,60,2,12,0,0,1 +ekstrmi01,2011,1,TBA,AL,0,0,1,0,0,0,0,3,1,0,0,0,1,0.250,0.00,0,0,0,0,4,1,0,0,0,0 +elbersc01,2011,1,LAN,NL,0,1,47,0,0,0,2,100,27,9,1,14,34,0.220,2.43,4,2,1,0,139,11,9,0,1,2 +elyjo01,2011,1,LAN,NL,0,1,5,1,0,0,0,38,12,6,2,7,13,0.245,4.26,1,0,0,0,56,1,6,0,0,0 +enrigba01,2011,1,ARI,NL,1,4,7,7,0,0,0,113,50,31,11,15,21,0.325,7.41,1,2,1,0,175,0,31,3,2,4 +eovalna01,2011,1,LAN,NL,1,2,10,6,0,0,0,104,28,14,2,20,23,0.230,3.63,0,0,2,0,146,1,14,2,0,5 +eppleco01,2011,1,TEX,AL,1,1,10,0,0,0,0,27,11,8,3,5,6,0.306,8.00,1,1,1,0,43,1,8,1,0,0 +escaled01,2011,1,COL,NL,0,0,14,0,0,0,0,77,17,5,3,7,14,0.187,1.75,2,0,0,0,99,5,5,1,0,1 +escalse01,2011,1,HOU,NL,2,1,49,0,0,0,0,83,24,9,3,11,25,0.240,2.93,1,2,2,0,115,5,10,2,0,4 +estrama01,2011,1,MIL,NL,4,8,43,7,0,0,0,278,83,42,11,29,88,0.243,4.08,2,4,2,2,381,12,45,7,1,7 +evelada01,2011,1,LAN,NL,3,2,5,5,0,0,0,89,28,10,1,6,16,0.257,3.03,0,0,2,0,118,0,10,1,0,6 +eyrewi01,2011,1,BAL,AL,2,2,19,0,0,0,0,55,12,7,2,5,10,0.188,3.44,0,1,0,0,72,4,7,1,2,1 +farnsky01,2011,1,TBA,AL,5,1,63,0,0,0,25,173,45,14,5,12,51,0.211,2.18,1,2,3,0,231,51,15,1,2,4 +farquda01,2011,1,TOR,AL,0,0,3,0,0,0,0,6,4,3,0,2,1,0.500,13.50,0,0,0,0,11,2,4,0,1,1 +feldmsc01,2011,1,TEX,AL,2,1,11,2,0,0,0,96,25,14,3,10,22,0.216,3.94,0,2,2,0,129,5,14,0,1,3 +felizne01,2011,1,TEX,AL,2,3,64,0,0,0,32,187,42,19,4,30,54,0.194,2.74,1,2,0,1,252,56,22,3,2,5 +fiersmi01,2011,1,MIL,NL,0,0,2,0,0,0,0,6,2,0,0,3,2,0.286,0.00,0,0,0,0,10,2,0,0,0,0 +figuene01,2011,1,HOU,NL,0,3,8,5,0,0,0,87,45,28,3,16,17,0.352,8.69,0,1,0,0,146,2,33,1,1,3 +fisheca01,2011,1,CIN,NL,0,3,17,0,0,0,0,72,25,12,3,11,17,0.263,4.50,1,1,1,0,110,8,15,2,1,1 +fistedo01,2011,1,SEA,AL,3,12,21,21,3,0,0,438,139,54,7,32,89,0.252,3.33,2,3,9,1,602,0,57,3,7,15 +fistedo01,2011,2,DET,AL,8,1,11,10,0,0,0,211,54,14,4,5,57,0.206,1.79,0,0,3,0,273,0,19,1,2,4 +floydga01,2011,1,CHA,AL,12,13,31,30,1,0,0,581,180,94,22,45,151,0.247,4.37,2,12,11,1,798,1,97,4,8,17 +francfr01,2011,1,TOR,AL,1,4,54,0,0,0,17,152,49,20,7,18,53,0.246,3.55,2,2,0,0,218,38,21,1,0,2 +francje01,2011,1,KCA,AL,6,16,31,31,1,0,0,549,224,98,19,39,91,0.301,4.82,5,5,5,1,803,0,102,7,8,13 +frankry01,2011,1,SLN,NL,1,4,21,0,0,0,1,83,44,26,9,7,17,0.367,8.46,2,1,1,0,133,9,27,4,1,4 +frasoja01,2011,1,TOR,AL,2,1,44,0,0,0,0,127,38,14,4,15,37,0.244,2.98,1,2,2,0,178,6,15,2,3,6 +frasoja01,2011,2,CHA,AL,1,2,20,0,0,0,0,53,20,10,3,11,20,0.286,5.09,2,1,1,0,83,4,10,0,1,1 +frierer01,2011,1,SDN,NL,1,2,59,0,0,0,0,189,51,19,3,34,76,0.221,2.71,5,1,9,1,276,20,21,1,1,2 +fuentbr01,2011,1,OAK,AL,2,8,67,0,0,0,12,175,52,24,6,20,42,0.237,3.70,5,2,4,0,250,29,30,4,3,2 +fulchje01,2011,1,HOU,NL,1,4,36,0,0,0,0,99,34,19,5,18,31,0.266,5.18,3,0,0,0,150,9,19,2,2,0 +fulchje01,2011,2,SDN,NL,0,0,3,0,0,0,0,5,3,3,0,4,2,0.375,16.20,1,1,0,0,12,1,3,0,0,0 +furbuch01,2011,1,DET,AL,1,3,17,2,0,0,0,97,36,13,5,14,26,0.303,3.62,1,0,3,1,139,1,18,2,1,5 +furbuch01,2011,2,SEA,AL,3,7,11,10,0,0,0,159,61,39,11,16,41,0.289,6.62,1,2,3,0,233,0,41,0,3,4 +galarar01,2011,1,ARI,NL,3,4,8,8,0,0,0,128,47,28,13,22,28,0.281,5.91,2,1,1,1,198,0,36,3,5,4 +gallayo01,2011,1,MIL,NL,17,10,33,33,1,1,0,622,193,81,27,59,207,0.245,3.52,1,12,1,0,865,0,92,10,7,14 +garcifr02,2011,1,NYA,AL,12,8,26,25,0,0,0,440,152,59,16,45,96,0.268,3.62,5,4,3,0,626,1,63,4,7,6 +garcija01,2011,1,SFN,NL,2,2,49,0,0,0,6,155,33,10,1,25,45,0.183,1.74,1,5,2,0,211,20,11,4,0,5 +garcija02,2011,1,SLN,NL,13,7,32,32,2,2,0,584,207,77,15,50,156,0.273,3.56,2,12,2,1,826,0,100,10,5,25 +garlajo01,2011,1,LAN,NL,1,5,9,9,1,0,0,162,55,26,6,20,28,0.276,4.33,0,0,2,1,230,0,26,5,4,5 +garrist01,2011,1,NYA,AL,0,0,1,0,0,0,0,2,0,0,0,0,0,0.000,0.00,0,0,0,0,2,1,0,0,0,0 +garzama01,2011,1,CHN,NL,10,10,31,31,2,0,0,594,186,73,14,63,197,0.245,3.32,5,6,3,0,839,0,90,11,2,14 +gaubjo01,2011,1,CHN,NL,0,0,4,0,0,0,0,8,2,2,0,2,3,0.200,6.75,0,1,0,0,12,0,2,0,0,0 +gaudich01,2011,1,WAS,NL,1,1,10,0,0,0,0,25,12,6,1,8,10,0.333,6.48,0,0,0,0,45,1,10,1,0,1 +gearrco01,2011,1,ATL,NL,1,1,18,0,0,0,0,55,17,16,0,12,25,0.243,7.85,4,1,2,0,85,4,16,0,1,1 +geedi01,2011,1,NYN,NL,13,6,30,27,1,0,0,482,150,79,18,71,114,0.248,4.43,4,6,14,1,706,1,85,10,5,11 +germaju01,2011,1,CLE,AL,0,1,9,0,0,0,0,38,15,8,1,5,5,0.288,5.68,0,0,2,0,60,5,8,1,0,0 +godfrgr01,2011,1,OAK,AL,1,2,5,4,0,0,0,75,32,11,3,5,13,0.305,3.96,0,0,1,0,112,0,14,1,0,2 +gomesbr01,2011,1,TBA,AL,2,1,40,0,0,0,0,111,34,12,3,16,32,0.246,2.92,0,1,1,0,160,17,15,1,3,1 +gomezje01,2011,1,CLE,AL,5,3,11,10,0,0,0,175,73,29,6,15,31,0.303,4.47,1,2,1,0,259,0,31,0,2,5 +gonzaed01,2011,1,COL,NL,0,0,1,0,0,0,0,6,5,2,0,1,1,0.500,9.00,0,0,0,0,11,1,2,0,0,1 +gonzaen01,2011,1,DET,AL,0,0,8,0,0,0,0,27,12,10,1,7,3,0.343,10.00,2,0,0,0,44,5,10,0,2,0 +gonzagi01,2011,1,OAK,AL,16,12,32,32,0,0,0,606,175,70,17,91,197,0.230,3.12,1,6,8,1,864,0,81,3,2,18 +gonzami02,2011,1,BAL,AL,2,2,49,0,0,0,1,139,46,22,7,18,46,0.256,4.27,1,4,2,0,202,14,26,0,2,3 +gonzami02,2011,2,TEX,AL,0,0,7,0,0,0,0,21,5,4,0,3,5,0.208,5.14,0,1,0,0,28,1,4,0,1,1 +gordobr01,2011,1,NYA,AL,0,1,2,2,0,0,0,31,12,6,3,3,4,0.300,5.23,1,0,2,0,46,0,6,1,0,0 +gorzeto01,2011,1,WAS,NL,4,6,30,15,0,0,0,315,102,47,15,33,95,0.258,4.03,5,5,6,1,447,1,50,8,4,10 +grabojo02,2011,1,CHN,NL,3,1,58,0,0,0,0,187,67,33,9,28,38,0.271,4.76,4,3,1,3,282,22,39,4,2,3 +grayje02,2011,1,CHA,AL,0,0,6,0,0,0,0,40,13,4,1,4,7,0.255,2.70,0,1,1,0,57,5,4,0,1,2 +grayje02,2011,2,SEA,AL,0,1,24,0,0,0,1,105,39,19,3,17,16,0.283,4.89,2,1,0,0,158,6,19,1,2,3 +greense01,2011,1,MIL,NL,0,1,14,0,0,0,0,35,14,7,0,6,7,0.280,5.40,1,1,0,0,56,3,8,0,0,0 +gregelu01,2011,1,SDN,NL,3,3,61,0,0,0,0,167,57,17,2,19,34,0.266,2.75,3,2,2,0,241,11,23,5,1,6 +greggke01,2011,1,BAL,AL,0,3,63,0,0,0,22,179,58,29,7,40,53,0.254,4.37,4,2,2,0,275,48,35,4,1,5 +greinza01,2011,1,MIL,NL,16,6,28,28,0,0,0,515,161,73,19,45,201,0.245,3.83,0,10,4,0,715,0,82,6,1,11 +grillja01,2011,1,PIT,NL,2,1,28,0,0,0,1,98,24,9,2,15,37,0.200,2.48,5,3,4,0,140,4,10,1,0,2 +guerrja01,2011,1,LAN,NL,2,2,47,0,0,0,21,140,37,12,2,18,38,0.218,2.31,1,2,3,0,195,38,12,3,1,2 +guerrma02,2011,1,LAN,NL,4,3,70,0,0,0,1,199,59,30,4,25,50,0.233,4.07,5,2,0,0,282,12,31,3,1,3 +guthrje01,2011,1,BAL,AL,9,17,34,32,2,0,0,624,213,100,26,66,130,0.267,4.33,5,0,9,0,889,1,113,5,10,21 +gutieju01,2011,1,ARI,NL,0,0,20,0,0,0,0,55,22,11,3,9,23,0.275,5.40,0,0,1,0,90,3,16,0,0,0 +hackeer01,2011,1,MIN,AL,0,0,2,0,0,0,0,16,4,0,0,4,2,0.235,0.00,0,0,0,0,22,0,1,0,1,2 +hagadni01,2011,1,CLE,AL,1,0,9,0,0,0,0,33,4,5,0,6,11,0.118,4.09,0,2,1,0,42,3,6,0,1,1 +hallaro01,2011,1,PHI,NL,19,6,32,32,8,1,0,701,208,61,10,35,220,0.239,2.35,4,2,4,1,933,0,65,15,7,15 +hambuma01,2011,1,TEX,AL,1,0,5,0,0,0,0,24,5,4,0,3,6,0.179,4.50,0,1,0,0,31,1,4,0,0,0 +hamelco01,2011,1,PHI,NL,14,9,32,31,3,0,0,648,169,67,19,44,194,0.214,2.79,2,3,5,3,850,0,68,9,3,18 +hammeja01,2011,1,COL,NL,7,13,32,27,0,0,1,511,175,90,21,68,94,0.270,4.76,3,8,6,1,739,2,100,11,6,14 +hamreer01,2011,1,SDN,NL,1,0,14,0,0,0,0,37,10,6,2,9,10,0.244,4.38,1,0,2,0,55,5,7,2,1,1 +handbr01,2011,1,FLO,NL,1,8,12,12,0,0,0,180,53,28,10,35,38,0.241,4.20,1,0,1,1,263,0,32,4,3,2 +hanrajo01,2011,1,PIT,NL,1,4,70,0,0,0,40,206,56,14,1,16,61,0.220,1.83,2,6,1,0,274,59,17,1,2,6 +hansoto01,2011,1,ATL,NL,11,7,22,22,0,0,0,390,106,52,17,46,142,0.219,3.60,3,5,3,0,540,0,55,4,3,5 +happja01,2011,1,HOU,NL,6,15,28,28,0,0,0,469,157,93,21,83,134,0.265,5.35,5,3,2,2,698,0,103,12,8,11 +haranaa01,2011,1,SDN,NL,14,7,28,28,0,0,0,512,175,69,20,58,124,0.269,3.64,4,3,3,0,719,0,73,5,2,14 +harderi01,2011,1,OAK,AL,4,4,15,15,0,0,0,248,87,47,17,31,91,0.267,5.12,0,4,2,0,363,0,48,1,3,2 +harenda01,2011,1,LAA,AL,16,10,35,34,4,3,0,715,211,84,20,33,192,0.235,3.17,1,6,5,0,953,1,91,12,5,10 +harrelu01,2011,1,CHA,AL,0,0,3,0,0,0,0,15,11,4,0,1,5,0.440,7.20,0,0,0,0,26,2,4,0,0,1 +harrelu01,2011,2,HOU,NL,0,2,6,2,0,0,0,39,12,5,0,7,10,0.240,3.46,0,1,1,1,60,0,8,1,1,0 +harrima01,2011,1,TEX,AL,14,9,31,30,0,0,0,557,180,70,13,57,126,0.257,3.39,1,6,1,1,772,0,79,8,5,30 +hatchch02,2011,1,FLO,NL,0,0,11,0,0,0,0,31,14,8,2,4,8,0.341,6.97,1,2,0,0,48,4,8,0,3,2 +hawkila01,2011,1,MIL,NL,3,1,52,0,0,0,0,145,50,13,1,10,28,0.260,2.42,1,2,0,0,204,10,15,1,1,3 +hawksbl01,2011,1,LAN,NL,2,5,49,0,0,0,0,159,45,24,6,17,43,0.225,4.08,3,5,0,0,219,12,29,2,0,3 +heilmaa01,2011,1,ARI,NL,4,1,32,0,0,0,0,106,48,27,8,11,33,0.318,6.88,0,0,1,0,164,10,28,1,0,2 +hellije01,2011,1,TBA,AL,13,10,29,29,2,1,0,567,146,62,21,72,117,0.210,2.95,8,8,4,1,774,0,64,1,2,12 +hendrli01,2011,1,MIN,AL,0,2,4,4,0,0,0,70,29,16,3,6,16,0.312,6.17,0,1,0,0,100,0,16,0,1,4 +hendrma01,2011,1,BAL,AL,1,0,8,0,0,0,0,33,15,7,1,6,5,0.349,5.73,1,0,0,0,51,1,7,1,1,3 +henslcl01,2011,1,FLO,NL,6,7,37,9,0,0,0,203,62,39,9,30,46,0.238,5.19,1,0,4,0,297,7,41,2,1,3 +hernada01,2011,1,ARI,NL,5,3,74,0,0,0,11,208,49,26,4,30,77,0.193,3.38,1,7,2,1,291,28,27,3,2,0 +hernafe02,2011,1,SEA,AL,14,14,33,33,5,0,0,701,218,90,19,67,222,0.248,3.47,0,12,7,1,964,0,99,3,7,25 +hernali01,2011,1,WAS,NL,8,13,29,29,1,1,0,526,199,87,16,46,99,0.291,4.47,6,3,5,0,751,0,98,10,6,17 +herndda01,2011,1,PHI,NL,1,4,45,0,0,0,1,171,54,21,9,24,39,0.258,3.32,7,3,2,0,243,22,26,7,1,7 +herreda01,2011,1,MIL,NL,0,0,2,0,0,0,0,5,6,4,1,1,0,0.600,21.60,0,0,0,0,11,0,5,0,0,1 +herreda01,2011,2,NYN,NL,0,1,16,0,0,0,0,24,7,1,0,2,5,0.250,1.13,0,1,0,1,33,2,1,2,1,1 +herreke01,2011,1,KCA,AL,0,1,2,0,0,0,0,6,2,3,1,0,0,0.286,13.50,0,0,1,0,9,0,3,1,0,0 +herrmfr01,2011,1,CLE,AL,4,0,40,0,0,0,0,169,71,32,7,16,34,0.302,5.11,1,1,0,0,253,17,35,2,0,4 +hillri01,2011,1,BOS,AL,0,0,9,0,0,0,0,24,3,0,0,3,12,0.115,0.00,0,1,1,0,30,3,0,0,0,1 +hochelu01,2011,1,KCA,AL,11,11,31,31,0,0,0,594,192,103,23,62,128,0.252,4.68,4,7,7,2,835,0,110,2,2,18 +hoeyja02,2011,1,MIN,AL,1,2,26,0,0,0,0,74,34,15,4,13,14,0.330,5.47,0,1,0,0,118,11,20,0,2,5 +hollade01,2011,1,TEX,AL,16,5,32,32,4,4,0,594,201,87,22,67,162,0.262,3.95,1,2,6,1,843,0,97,1,3,20 +hollagr01,2011,1,KCA,AL,5,1,46,0,0,0,4,180,37,12,3,19,74,0.175,1.80,3,7,1,0,233,15,13,1,1,6 +horstje01,2011,1,CIN,NL,0,0,12,0,0,0,0,46,18,5,2,6,9,0.290,2.93,1,0,0,1,69,4,6,0,1,2 +hottoto01,2011,1,BOS,AL,0,0,8,0,0,0,0,12,4,3,0,3,2,0.267,6.75,0,0,1,0,19,1,3,0,0,1 +howeljp01,2011,1,TBA,AL,2,3,46,0,0,0,1,92,30,21,5,18,26,0.259,6.16,1,2,2,2,138,5,24,1,1,4 +hudsoda01,2011,1,ARI,NL,16,12,33,33,3,0,0,666,217,86,17,50,169,0.255,3.49,1,4,8,1,921,0,98,6,6,15 +hudsoti01,2011,1,ATL,NL,16,10,33,33,1,1,0,645,189,77,14,56,158,0.236,3.22,6,10,15,0,884,0,86,6,7,24 +huffda01,2011,1,CLE,AL,2,6,11,10,0,0,0,152,55,23,6,17,36,0.266,4.09,1,4,0,0,227,1,35,0,3,4 +hughedu01,2011,1,MIN,AL,1,0,15,0,0,0,0,38,19,14,4,8,11,0.365,9.95,2,0,1,0,62,6,14,0,1,2 +hugheja02,2011,1,PIT,NL,0,1,12,0,0,0,0,33,9,5,1,4,10,0.220,4.09,0,0,0,0,46,1,5,1,0,0 +hugheph01,2011,1,NYA,AL,5,5,17,14,1,1,0,224,84,48,9,27,47,0.283,5.79,2,3,4,0,334,1,48,3,3,4 +humbeph01,2011,1,CHA,AL,9,9,28,26,0,0,0,489,151,68,14,41,116,0.243,3.75,2,9,6,1,676,0,71,2,5,11 +hunteto02,2011,1,TEX,AL,1,1,8,0,0,0,0,46,12,5,1,5,10,0.218,2.93,0,0,0,0,62,2,6,1,1,1 +hunteto02,2011,2,BAL,AL,3,3,12,11,0,0,0,208,88,39,11,10,35,0.304,5.06,1,0,4,0,305,0,44,1,1,6 +igarary01,2011,1,NYN,NL,4,1,45,0,0,0,0,116,43,20,2,28,42,0.276,4.66,2,3,4,0,190,9,20,2,0,2 +isrinja01,2011,1,NYN,NL,3,3,53,0,0,0,7,140,36,21,6,24,44,0.211,4.05,2,1,1,0,200,15,23,2,2,1 +jacksed01,2011,1,CHA,AL,7,7,19,19,1,1,0,365,134,53,8,39,97,0.283,3.92,2,7,0,1,522,0,55,6,4,16 +jacksed01,2011,2,SLN,NL,5,2,13,12,0,0,0,234,91,31,8,23,51,0.300,3.58,2,2,2,1,339,1,37,9,2,11 +jakubch01,2011,1,BAL,AL,2,2,33,6,0,0,0,217,93,46,11,29,52,0.316,5.72,3,5,3,0,331,11,46,1,4,6 +jamesch03,2011,1,MIN,AL,0,0,8,0,0,0,0,31,12,7,1,4,8,0.293,6.10,0,0,0,2,46,3,7,0,1,0 +janseke01,2011,1,LAN,NL,2,1,51,0,0,0,5,161,30,17,3,26,96,0.159,2.85,0,0,2,2,218,13,17,0,1,0 +janssca01,2011,1,TOR,AL,6,0,55,0,0,0,2,167,47,14,2,14,53,0.228,2.26,1,2,2,0,223,11,14,1,0,4 +jeffrje01,2011,1,KCA,AL,1,1,14,0,0,0,1,46,12,8,1,11,13,0.222,4.70,0,1,0,0,67,6,8,2,0,0 +jenksbo01,2011,1,BOS,AL,2,2,19,0,0,0,0,47,22,11,1,13,17,0.328,6.32,0,3,0,1,80,4,12,0,0,1 +jepseke01,2011,1,LAA,AL,1,2,16,0,0,0,0,39,21,11,2,9,6,0.375,7.62,4,5,1,0,68,5,11,1,1,1 +jimence01,2011,1,SEA,AL,1,0,8,0,0,0,0,20,6,4,0,3,7,0.222,5.40,0,2,0,0,30,1,4,0,0,0 +jimenub01,2011,1,COL,NL,6,9,21,21,2,1,0,369,118,61,10,51,118,0.251,4.46,5,6,7,0,532,0,68,2,2,8 +jimenub01,2011,2,CLE,AL,4,4,11,11,0,0,0,196,68,37,7,27,62,0.261,5.10,0,2,2,0,290,0,43,0,0,4 +joaquwa01,2011,1,SFN,NL,1,0,5,0,0,0,0,19,6,3,0,3,3,0.261,4.26,0,2,0,0,27,1,3,0,1,0 +johnsal02,2011,1,COL,NL,0,0,1,1,0,0,0,12,6,4,0,3,3,0.375,9.00,0,1,0,0,20,0,5,1,0,1 +johnsji04,2011,1,BAL,AL,6,5,69,0,0,0,9,273,80,27,5,21,58,0.238,2.67,3,2,2,1,366,20,30,4,2,10 +johnsjo09,2011,1,FLO,NL,3,1,9,9,0,0,0,181,39,11,2,20,56,0.185,1.64,2,2,1,1,234,0,13,1,1,3 +judyjo01,2011,1,CLE,AL,0,0,12,0,0,0,0,42,18,11,4,4,10,0.321,7.07,0,0,4,0,66,4,11,1,1,2 +jurrjja01,2011,1,ATL,NL,13,6,23,23,2,1,0,456,142,50,14,44,90,0.249,2.96,5,4,4,2,627,0,52,6,3,8 +karstje01,2011,1,PIT,NL,9,9,30,26,1,1,0,487,163,61,22,33,96,0.263,3.38,6,4,4,1,668,1,69,6,5,16 +kazmisc01,2011,1,LAA,AL,0,0,1,1,0,0,0,5,5,5,1,2,0,0.500,27.00,0,0,2,1,14,0,5,0,0,0 +kellesh01,2011,1,SEA,AL,0,0,10,0,0,0,0,38,7,0,0,3,10,0.159,0.00,1,0,0,0,47,2,0,0,0,1 +kellydo01,2011,1,DET,AL,0,0,1,0,0,0,0,1,0,0,0,0,0,0.000,0.00,0,0,0,0,1,1,0,0,0,0 +kendrky01,2011,1,PHI,NL,8,6,34,15,0,0,0,344,110,41,14,30,59,0.255,3.22,5,1,7,1,478,5,50,6,3,13 +kenneia01,2011,1,ARI,NL,21,4,33,33,1,1,0,666,186,71,19,55,198,0.227,2.88,0,11,9,1,900,0,73,9,9,15 +kershcl01,2011,1,LAN,NL,21,5,33,33,5,2,0,700,174,59,15,54,248,0.207,2.28,2,5,3,1,912,0,66,11,2,14 +kimbaco01,2011,1,WAS,NL,1,0,12,0,0,0,0,42,8,3,0,11,11,0.174,1.93,0,2,1,0,59,4,3,0,1,1 +kimbrcr01,2011,1,ATL,NL,4,3,79,0,0,0,46,231,48,18,3,32,127,0.178,2.10,1,4,1,0,306,64,19,1,2,4 +kinnejo01,2011,1,CHA,AL,0,0,13,0,0,0,0,53,23,13,1,7,20,0.319,6.62,1,1,2,0,81,8,13,0,0,3 +kintzbr01,2011,1,MIL,NL,1,1,9,0,0,0,0,44,14,6,3,3,15,0.250,3.68,0,0,0,1,61,3,9,0,2,1 +kirkmmi01,2011,1,TEX,AL,1,1,15,0,0,0,0,82,26,20,5,12,21,0.250,6.59,2,2,3,0,122,7,22,1,2,1 +klubeco01,2011,1,CLE,AL,0,0,3,0,0,0,0,13,6,4,0,3,5,0.300,8.31,0,1,2,0,25,2,4,0,0,0 +kohnmi01,2011,1,LAA,AL,0,1,14,0,0,0,1,37,14,10,6,9,9,0.280,7.30,0,1,1,0,60,7,10,0,0,1 +kontoge01,2011,1,NYA,AL,0,0,7,0,0,0,0,18,4,2,1,3,6,0.190,3.00,0,0,0,0,24,4,2,0,0,0 +kroenza01,2011,1,ARI,NL,0,1,4,0,0,0,0,12,6,4,1,1,3,0.333,9.00,0,0,0,0,19,3,4,0,0,0 +kuoho01,2011,1,LAN,NL,1,2,40,0,0,0,0,81,24,27,4,23,36,0.242,9.00,2,2,2,0,127,5,29,3,0,3 +kurodhi01,2011,1,LAN,NL,13,16,32,32,0,0,0,606,196,69,24,49,161,0.254,3.07,6,12,5,1,838,0,77,6,5,10 +lackejo01,2011,1,BOS,AL,12,12,28,28,0,0,0,480,203,114,20,56,108,0.308,6.41,1,11,19,0,743,0,119,2,6,18 +laffeaa01,2011,1,SEA,AL,1,1,36,0,0,0,0,128,54,19,7,16,24,0.305,4.01,3,2,1,1,197,7,20,2,1,3 +laffeaa01,2011,2,NYA,AL,2,1,11,0,0,0,0,32,13,4,0,5,6,0.310,3.38,0,0,2,0,50,0,4,0,1,2 +lannajo01,2011,1,WAS,NL,10,13,33,33,0,0,0,554,194,76,15,76,106,0.272,3.70,3,4,7,0,808,0,90,10,1,26 +latosma01,2011,1,SDN,NL,9,14,31,31,0,0,0,583,168,75,16,62,185,0.233,3.47,3,5,1,0,799,0,82,8,7,8 +leagubr01,2011,1,SEA,AL,1,5,65,0,0,0,37,184,56,19,3,10,45,0.239,2.79,2,4,2,0,250,60,25,4,0,8 +leakemi01,2011,1,CIN,NL,12,9,29,26,0,0,0,503,159,72,23,38,118,0.250,3.86,3,2,8,1,693,2,74,3,6,15 +leblawa01,2011,1,SDN,NL,5,6,14,14,0,0,0,239,84,41,7,28,51,0.276,4.63,1,1,1,1,339,0,42,3,3,9 +lecursa01,2011,1,CIN,NL,2,1,43,4,0,0,0,233,57,32,10,21,73,0.205,3.71,3,0,4,0,307,7,33,4,0,3 +ledezwi01,2011,1,TOR,AL,0,0,5,0,0,0,0,18,11,10,1,7,6,0.393,15.00,0,2,0,0,36,2,10,0,1,0 +leecl02,2011,1,PHI,NL,17,8,32,32,6,6,0,698,197,62,18,42,238,0.229,2.40,0,0,6,0,920,0,66,6,4,20 +lerouch01,2011,1,PIT,NL,1,1,23,0,0,0,0,75,26,8,0,7,24,0.257,2.88,2,2,1,0,110,5,9,1,0,0 +lestejo01,2011,1,BOS,AL,15,9,31,31,0,0,0,575,166,74,20,75,182,0.234,3.47,0,4,11,0,799,0,77,2,2,18 +lewisco01,2011,1,TEX,AL,14,10,32,32,2,1,0,601,187,98,35,56,169,0.244,4.40,1,4,6,0,839,0,103,4,5,10 +lewisro01,2011,1,TOR,AL,0,0,6,0,0,0,0,15,12,5,1,2,5,0.444,9.00,0,0,2,0,31,3,8,0,0,0 +lidgebr01,2011,1,PHI,NL,0,2,25,0,0,0,1,58,16,3,0,13,23,0.225,1.40,3,2,1,0,86,4,3,1,0,1 +lillyte01,2011,1,LAN,NL,12,14,33,33,0,0,0,578,172,85,28,51,158,0.238,3.97,8,2,9,2,800,0,88,12,5,6 +linceti01,2011,1,SFN,NL,13,14,33,33,1,1,0,651,176,66,15,86,220,0.222,2.74,5,9,6,0,900,0,74,13,1,12 +lincobr01,2011,1,PIT,NL,2,3,12,8,0,0,0,143,54,25,4,16,29,0.286,4.72,4,0,2,0,211,0,27,2,2,3 +lindbjo01,2011,1,LAN,NL,1,0,27,0,0,0,0,89,21,9,0,10,28,0.212,2.73,3,3,2,0,116,8,9,2,3,0 +lindsma01,2011,1,COL,NL,2,2,63,0,0,0,2,162,52,18,3,14,36,0.256,3.00,4,2,2,0,226,16,21,3,3,6 +lindssh01,2011,1,CHA,AL,0,0,4,0,0,0,0,18,11,8,1,5,6,0.379,12.00,0,1,0,0,34,2,8,0,0,0 +linebsc01,2011,1,ATL,NL,4,4,64,0,0,0,1,163,58,22,6,21,42,0.282,3.64,6,3,4,0,237,27,22,2,4,6 +liriafr01,2011,1,MIN,AL,9,10,26,24,1,1,0,403,125,76,14,75,112,0.249,5.09,1,9,7,0,591,0,81,0,6,16 +litscje01,2011,1,TOR,AL,6,3,28,8,0,0,1,225,69,37,10,28,66,0.245,4.44,2,3,3,0,317,4,40,2,2,8 +lockeje01,2011,1,PIT,NL,0,3,4,4,0,0,0,50,21,12,3,10,5,0.323,6.48,0,0,1,0,78,0,12,1,1,1 +loeka01,2011,1,MIL,NL,4,7,72,0,0,0,1,216,65,28,4,16,61,0.240,3.50,2,5,2,0,291,19,30,2,0,9 +loganbo02,2011,1,NYA,AL,5,3,64,0,0,0,0,125,43,16,4,13,46,0.261,3.46,3,1,4,0,185,6,20,2,1,1 +lohseky01,2011,1,SLN,NL,14,8,30,30,1,1,0,565,178,71,16,42,111,0.249,3.39,1,1,3,0,775,0,80,8,6,15 +lopezja02,2011,1,SFN,NL,5,2,70,0,0,0,1,159,42,16,0,26,40,0.221,2.72,6,1,3,0,222,17,16,3,0,7 +lopezro01,2011,1,CHN,NL,6,6,26,16,0,0,0,293,116,48,18,29,54,0.299,4.42,3,0,5,0,430,3,56,6,2,9 +lopezwi01,2011,1,HOU,NL,2,6,73,0,0,0,0,213,72,22,6,18,56,0.264,2.79,3,1,3,1,298,13,26,4,0,9 +lowede01,2011,1,ATL,NL,9,17,34,34,0,0,0,561,212,105,14,70,137,0.285,5.05,4,1,3,2,830,0,110,9,5,19 +lowema01,2011,1,TEX,AL,2,3,52,0,0,0,1,135,46,19,6,19,42,0.263,3.80,4,3,0,0,196,10,26,1,1,3 +luebkco01,2011,1,SDN,NL,6,10,46,17,0,0,0,419,105,51,12,44,154,0.209,3.29,3,5,2,2,555,3,54,3,4,9 +luekejo01,2011,1,SEA,AL,1,1,25,0,0,0,0,98,34,22,2,13,29,0.270,6.06,1,5,0,0,142,8,22,2,1,3 +lylesjo01,2011,1,HOU,NL,2,8,20,15,0,0,0,282,107,56,14,26,67,0.285,5.36,1,0,5,0,415,2,61,7,1,6 +lynnla01,2011,1,SLN,NL,1,1,18,2,0,0,1,104,25,12,3,11,40,0.203,3.12,1,1,1,0,136,2,12,1,0,3 +lyonbr01,2011,1,HOU,NL,3,3,15,0,0,0,4,40,27,17,4,5,6,0.409,11.48,1,1,0,0,71,13,17,0,0,0 +macdomi01,2011,1,LAN,NL,3,1,69,0,0,0,1,171,54,13,3,29,41,0.257,2.05,3,3,3,0,247,14,16,3,2,8 +madsory01,2011,1,PHI,NL,4,2,62,0,0,0,32,182,54,16,2,16,62,0.243,2.37,8,0,1,0,246,46,16,6,1,6 +magnutr01,2011,1,OAK,AL,0,0,9,0,0,0,0,44,15,10,3,5,11,0.250,6.14,0,3,0,0,65,3,11,0,0,0 +maholpa01,2011,1,PIT,NL,6,14,26,26,1,1,0,487,160,66,11,50,97,0.262,3.66,6,3,8,0,687,0,72,8,10,17 +maiermi01,2011,1,KCA,AL,0,0,1,0,0,0,0,3,1,0,0,0,0,0.250,0.00,0,0,0,0,4,1,0,0,0,0 +mainesc01,2011,1,CHN,NL,0,0,7,0,0,0,0,21,11,8,4,5,5,0.344,10.29,0,0,0,0,37,3,8,0,0,1 +malonma02,2011,1,CIN,NL,0,3,8,2,0,0,0,56,36,19,7,4,13,0.409,9.16,0,0,1,0,96,1,21,1,2,2 +manshje01,2011,1,MIN,AL,0,0,5,0,0,0,0,10,5,3,0,4,2,0.385,8.10,1,0,0,0,19,1,3,0,2,0 +marcush01,2011,1,MIL,NL,13,7,33,33,0,0,0,602,175,79,22,57,158,0.232,3.54,3,6,0,0,823,0,84,6,6,12 +marmoca01,2011,1,CHN,NL,2,6,75,0,0,0,34,222,54,33,5,48,99,0.205,4.01,2,4,9,0,327,61,33,4,2,4 +marquja01,2011,1,WAS,NL,8,5,20,20,1,1,0,362,132,53,8,39,71,0.283,3.95,1,1,4,0,524,0,58,8,5,14 +marquja01,2011,2,ARI,NL,0,1,3,3,0,0,0,34,22,12,3,4,5,0.386,9.53,0,0,1,0,63,0,16,1,0,0 +marquje01,2011,1,NYA,AL,0,0,3,0,0,0,0,12,5,1,0,0,2,0.278,2.25,0,0,0,0,18,3,1,0,0,0 +marshse01,2011,1,CHN,NL,6,6,78,0,0,0,5,227,66,19,1,17,79,0.234,2.26,4,0,2,1,307,18,21,6,0,5 +martelu01,2011,1,DET,AL,1,0,4,0,0,0,0,11,6,1,0,1,3,0.375,2.45,0,1,0,0,17,2,1,0,0,1 +marticr01,2011,1,ATL,NL,1,3,46,0,0,0,0,233,56,29,8,19,58,0.197,3.36,2,3,3,0,308,12,30,2,0,5 +masseni01,2011,1,CIN,NL,3,6,75,0,0,0,1,211,76,29,5,31,62,0.273,3.71,6,2,1,4,313,21,30,2,1,4 +masteju01,2011,1,CLE,AL,12,10,34,33,1,0,0,648,211,77,11,65,158,0.257,3.21,4,5,11,0,908,0,89,5,5,18 +mateoma01,2011,1,CHN,NL,1,2,23,0,0,0,0,69,24,11,2,10,25,0.276,4.30,0,1,0,0,98,8,11,1,0,2 +mathisc01,2011,1,PHI,NL,0,0,4,0,0,0,0,15,9,0,0,3,5,0.409,0.00,0,0,2,0,28,2,0,1,0,0 +matsuda01,2011,1,BOS,AL,3,3,8,7,0,0,0,112,32,22,4,23,26,0.224,5.30,0,0,1,0,167,1,24,0,0,1 +matthry01,2011,1,WAS,NL,2,2,35,0,0,0,0,96,26,10,1,15,12,0.228,2.81,3,1,2,1,136,12,11,4,1,2 +matusbr01,2011,1,BAL,AL,1,9,12,12,0,0,0,149,81,59,18,24,38,0.372,10.69,1,0,0,0,245,0,60,1,2,4 +mayayu01,2011,1,WAS,NL,1,1,10,5,0,0,0,98,40,19,3,10,15,0.323,5.23,2,1,2,0,142,2,19,5,1,2 +mazzavi01,2011,1,KCA,AL,1,1,7,4,0,0,0,85,39,26,4,15,10,0.358,8.26,1,2,1,0,131,2,26,3,3,5 +mcallza01,2011,1,CLE,AL,0,1,4,4,0,0,0,53,26,12,1,7,14,0.338,6.11,1,0,0,0,84,0,16,0,0,1 +mccarbr01,2011,1,OAK,AL,9,9,25,25,5,1,0,512,168,63,11,25,123,0.258,3.32,1,3,0,0,690,0,73,4,9,16 +mccleky01,2011,1,SLN,NL,12,7,43,17,0,0,0,425,143,66,21,43,76,0.260,4.19,3,6,6,0,607,5,71,6,2,13 +mcclemi01,2011,1,MIL,NL,3,0,9,0,0,0,0,41,15,4,1,3,10,0.273,2.63,0,2,1,0,59,7,5,0,0,2 +mccoymi01,2011,1,TOR,AL,0,0,1,0,0,0,0,3,0,0,0,0,0,0.000,0.00,0,0,0,0,3,1,0,0,0,0 +mccutda01,2011,1,PIT,NL,5,3,73,0,0,0,0,254,87,35,7,33,47,0.272,3.72,5,7,4,0,364,15,38,4,3,11 +mcdonda02,2011,1,BOS,AL,0,0,1,0,0,0,0,3,1,2,0,2,0,0.250,18.00,0,0,0,0,6,1,2,0,0,0 +mcdonja03,2011,1,PIT,NL,9,9,31,31,0,0,0,513,176,80,24,78,142,0.268,4.21,4,5,7,1,754,0,86,6,5,12 +mcgeeja01,2011,1,TBA,AL,5,2,37,0,0,0,0,84,30,14,5,12,27,0.270,4.50,1,0,0,0,124,9,14,1,0,2 +mcgowdu01,2011,1,TOR,AL,0,2,5,4,0,0,0,63,20,15,4,13,20,0.247,6.43,0,3,1,0,96,0,15,0,1,0 +medlekr01,2011,1,ATL,NL,0,0,2,0,0,0,0,7,1,0,0,0,2,0.125,0.00,0,0,0,0,8,1,0,0,0,0 +meekev01,2011,1,PIT,NL,1,1,24,0,0,0,0,62,27,8,1,12,17,0.310,3.48,0,2,0,0,100,6,11,1,0,1 +melanma01,2011,1,HOU,NL,8,4,71,0,0,0,20,223,65,23,5,26,66,0.234,2.78,6,1,2,0,309,47,28,2,0,6 +mendolu01,2011,1,KCA,AL,2,0,2,2,0,0,0,44,11,2,0,5,7,0.212,1.23,0,0,2,0,60,0,3,0,1,2 +mickoka01,2011,1,ARI,NL,0,0,6,0,0,0,0,20,10,5,0,3,7,0.357,6.75,0,0,0,0,32,0,5,0,1,1 +mijarjo01,2011,1,MIN,AL,0,2,58,0,0,0,0,147,53,25,4,30,30,0.275,4.59,2,1,3,0,228,13,31,0,2,4 +mileywa01,2011,1,ARI,NL,4,2,8,7,0,0,0,120,48,20,6,18,25,0.304,4.50,0,1,0,0,180,0,20,3,1,3 +millean01,2011,1,BOS,AL,6,3,17,12,0,0,0,195,77,40,8,41,50,0.302,5.54,0,2,3,1,310,2,43,6,5,10 +milleji02,2011,1,COL,NL,0,0,6,0,0,0,0,21,3,2,0,4,5,0.130,2.57,0,0,0,0,29,4,2,0,2,0 +milletr02,2011,1,SLN,NL,0,1,39,0,0,0,1,47,19,7,1,10,9,0.306,4.02,2,1,2,0,77,4,7,1,2,1 +milletr02,2011,2,TOR,AL,0,0,6,0,0,0,0,11,6,2,1,2,2,0.375,4.91,0,1,0,0,18,0,2,0,0,0 +milletr02,2011,3,BOS,AL,0,0,3,0,0,0,0,6,0,0,0,0,1,0.000,0.00,0,0,0,0,6,1,0,0,0,0 +millsbr02,2011,1,TOR,AL,1,2,5,4,0,0,0,55,23,20,4,12,18,0.299,9.82,1,1,2,0,91,0,20,0,0,1 +millwke01,2011,1,COL,NL,4,3,9,9,0,0,0,163,58,24,9,8,36,0.274,3.98,0,2,0,0,222,0,26,2,0,3 +milonto01,2011,1,WAS,NL,1,0,5,5,0,0,0,78,28,11,2,4,15,0.283,3.81,2,0,2,0,110,0,11,3,2,1 +minormi01,2011,1,ATL,NL,5,3,15,15,0,0,0,248,93,38,7,30,77,0.285,4.14,5,2,1,0,361,0,39,3,1,9 +mischpa01,2011,1,NYN,NL,1,0,6,0,0,0,0,21,11,8,1,4,5,0.344,10.29,0,0,1,0,37,2,8,0,0,0 +mitrese01,2011,1,MIL,NL,0,1,22,0,0,0,0,99,30,12,3,10,14,0.240,3.27,0,0,1,0,138,8,14,1,1,4 +mitrese01,2011,2,NYA,AL,0,0,4,0,0,0,0,16,9,7,0,4,2,0.375,11.81,0,1,1,0,30,4,9,0,1,1 +moorema02,2011,1,TBA,AL,1,0,3,1,0,0,0,28,9,3,1,3,15,0.243,2.89,0,2,0,0,40,0,3,0,0,0 +moralfr01,2011,1,COL,NL,0,1,14,0,0,0,0,42,10,6,2,8,11,0.204,3.86,1,1,0,0,59,4,6,1,1,1 +moralfr01,2011,2,BOS,AL,1,1,36,0,0,0,0,97,30,13,4,11,31,0.250,3.62,0,1,2,1,134,9,15,1,0,1 +morrobr01,2011,1,TOR,AL,11,11,30,30,0,0,0,538,162,94,21,69,203,0.237,4.72,1,12,12,1,777,0,103,4,9,1 +mortecl01,2011,1,COL,NL,2,4,16,6,0,0,0,175,55,25,9,24,30,0.257,3.86,2,3,2,0,244,6,30,4,0,11 +mortoch02,2011,1,PIT,NL,10,10,29,29,2,1,0,515,186,73,6,77,110,0.281,3.83,5,9,13,1,769,0,82,12,6,25 +moscogu01,2011,1,OAK,AL,8,10,23,21,0,0,0,384,102,48,14,38,74,0.212,3.38,1,0,2,1,526,1,59,1,3,6 +moseldu01,2011,1,SDN,NL,3,10,20,20,0,0,0,360,117,44,10,36,64,0.255,3.30,6,1,2,0,504,0,59,5,3,10 +moskoda01,2011,1,PIT,NL,1,1,31,0,0,0,0,73,29,8,0,9,11,0.302,2.96,3,0,0,0,110,6,11,4,1,5 +motagu01,2011,1,SFN,NL,2,2,52,0,0,0,1,241,71,34,10,30,77,0.240,3.81,4,1,2,1,333,11,34,3,2,3 +motteja01,2011,1,SLN,NL,5,2,78,0,0,0,9,204,49,17,2,16,63,0.202,2.25,2,1,5,0,268,27,22,1,3,7 +moylape01,2011,1,ATL,NL,2,1,13,0,0,0,0,25,12,3,0,3,10,0.343,3.24,0,0,0,0,38,2,3,0,0,2 +mujiced01,2011,1,FLO,NL,9,6,67,0,0,0,0,228,64,25,7,14,63,0.233,2.96,5,1,2,0,297,11,27,5,1,8 +myersbr01,2011,1,HOU,NL,7,14,34,33,2,0,0,648,226,107,31,57,160,0.267,4.46,5,7,4,0,917,1,116,5,6,20 +narvech01,2011,1,MIL,NL,11,8,30,28,0,0,0,485,160,80,17,65,126,0.257,4.45,1,4,1,1,699,0,82,6,4,12 +nathajo01,2011,1,MIN,AL,2,1,48,0,0,0,14,134,38,24,7,14,43,0.222,4.84,2,3,3,0,191,33,26,1,2,0 +neshepa01,2011,1,SDN,NL,1,1,25,0,0,0,0,74,19,11,4,22,20,0.216,4.01,1,1,1,0,112,13,12,1,0,6 +nicasju01,2011,1,COL,NL,4,4,13,13,0,0,0,215,73,33,8,18,58,0.262,4.14,3,1,1,0,299,0,35,1,0,8 +niemaje01,2011,1,TBA,AL,11,7,23,23,1,0,0,406,131,61,18,37,105,0.250,4.06,1,7,5,0,572,0,65,2,4,4 +niesejo01,2011,1,NYN,NL,11,11,27,26,0,0,0,472,178,77,14,44,138,0.284,4.40,4,3,5,0,694,0,88,16,2,13 +noesihe01,2011,1,NYA,AL,2,2,30,2,0,0,0,169,63,28,6,22,45,0.286,4.47,4,4,2,0,247,14,29,1,2,3 +nolasri01,2011,1,FLO,NL,10,12,33,33,2,1,0,618,244,107,20,44,148,0.295,4.67,8,6,3,0,891,0,117,11,5,19 +norbejo01,2011,1,OAK,AL,0,0,6,0,0,0,0,20,8,6,0,7,4,0.308,8.10,0,1,1,0,35,3,6,0,1,0 +norribu01,2011,1,HOU,NL,6,11,31,31,0,0,0,558,177,78,24,70,176,0.250,3.77,7,3,5,2,795,0,93,9,4,10 +novaiv01,2011,1,NYA,AL,16,4,28,27,0,0,0,496,163,68,13,57,98,0.258,3.70,3,11,6,0,704,1,74,2,6,16 +nunezle01,2011,1,FLO,NL,1,4,68,0,0,0,36,193,57,29,8,21,55,0.235,4.06,2,1,1,0,268,51,30,1,2,2 +oconnmi01,2011,1,NYN,NL,0,1,9,0,0,0,0,20,5,2,0,3,8,0.200,2.70,0,0,1,0,29,2,2,0,0,0 +odayda01,2011,1,TEX,AL,0,1,16,0,0,0,0,50,17,10,7,5,18,0.262,5.40,0,0,2,0,74,7,10,1,1,0 +oflaher01,2011,1,ATL,NL,2,4,78,0,0,0,0,221,59,8,2,21,67,0.221,0.98,8,1,3,0,301,5,9,7,2,3 +ogandal01,2011,1,TEX,AL,13,8,31,29,1,1,0,507,149,66,16,43,126,0.234,3.51,0,5,7,0,693,2,73,2,3,13 +ohlenro01,2011,1,PIT,NL,1,3,9,9,0,0,0,116,60,35,9,15,27,0.364,8.15,2,2,6,0,194,0,38,5,3,2 +ohmanwi01,2011,1,CHA,AL,1,3,59,0,0,0,0,160,53,25,8,17,54,0.255,4.22,5,1,4,0,232,15,26,2,1,2 +okajihi01,2011,1,BOS,AL,1,0,7,0,0,0,0,25,7,4,0,5,6,0.233,4.32,0,0,0,0,36,2,4,1,0,1 +olivean01,2011,1,DET,AL,0,1,2,2,0,0,0,29,11,7,3,8,5,0.289,6.52,0,1,2,0,49,0,7,0,1,0 +oliveda02,2011,1,TEX,AL,5,5,61,0,0,0,2,153,47,13,3,11,44,0.236,2.29,1,0,1,1,215,17,17,4,0,0 +olivele01,2011,1,DET,AL,0,0,9,0,0,0,0,24,8,5,0,4,4,0.258,5.63,1,1,0,0,35,3,5,0,0,1 +olivele01,2011,2,MIN,AL,0,0,10,0,0,0,0,40,13,6,0,7,9,0.277,4.05,1,0,0,0,56,3,6,0,2,2 +olsonga01,2011,1,PIT,NL,1,1,4,0,0,0,0,13,2,1,0,3,4,0.125,2.08,1,1,0,0,21,1,1,1,1,0 +ondrulo01,2011,1,CIN,NL,5,5,66,0,0,0,0,184,55,22,6,28,41,0.238,3.23,7,6,2,0,268,14,25,3,4,2 +ortizra01,2011,1,CHN,NL,1,2,22,2,0,0,0,100,31,18,6,11,25,0.244,4.86,2,1,0,0,141,5,20,1,2,3 +osullse01,2011,1,KCA,AL,2,6,12,10,0,0,0,175,78,47,10,26,19,0.328,7.25,1,3,2,0,273,1,52,3,4,5 +oswalro01,2011,1,PHI,NL,9,10,23,23,0,0,0,417,153,57,10,33,93,0.280,3.69,2,3,5,0,594,0,60,7,3,17 +outmajo01,2011,1,OAK,AL,3,5,13,9,0,0,0,175,62,24,4,23,35,0.277,3.70,0,3,0,0,254,2,27,4,3,9 +owingmi01,2011,1,ARI,NL,8,0,33,4,0,0,0,189,56,25,8,23,44,0.240,3.57,0,3,2,0,263,2,27,4,1,6 +padilvi01,2011,1,LAN,NL,0,0,9,0,0,0,3,26,7,4,0,5,9,0.226,4.15,0,0,0,0,36,4,4,0,0,1 +palmema01,2011,1,LAA,AL,1,1,3,3,0,0,0,47,19,10,0,4,7,0.306,5.74,0,0,1,0,69,0,11,0,2,0 +papeljo01,2011,1,BOS,AL,4,1,63,0,0,0,31,193,50,21,3,10,87,0.207,2.94,1,1,3,0,255,54,22,0,1,0 +parkeja02,2011,1,ARI,NL,0,0,1,1,0,0,0,17,4,0,0,1,1,0.211,0.00,0,0,0,0,22,0,0,2,0,0 +parnebo01,2011,1,NYN,NL,4,6,60,0,0,0,6,178,60,24,4,27,64,0.258,3.64,4,8,2,1,268,23,29,6,0,3 +paterjo01,2011,1,ARI,NL,0,3,62,0,0,0,1,102,28,11,1,15,28,0.224,2.91,0,1,4,0,150,17,11,4,2,2 +pattotr01,2011,1,BAL,AL,2,1,20,0,0,0,0,90,25,10,2,5,22,0.223,3.00,1,0,0,0,119,4,10,1,1,1 +pauleda01,2011,1,SEA,AL,5,4,39,0,0,0,0,163,38,13,2,16,34,0.200,2.15,4,0,4,0,213,13,13,2,1,6 +pauleda01,2011,2,DET,AL,0,2,14,0,0,0,0,59,26,13,4,6,10,0.325,5.95,1,0,1,0,89,4,14,1,1,3 +paulife01,2011,1,COL,NL,0,4,18,0,0,0,0,44,23,12,3,7,14,0.383,7.36,0,1,0,0,68,8,12,0,1,4 +paulife01,2011,2,KCA,AL,4,6,21,20,0,0,0,374,123,57,10,48,119,0.265,4.11,2,6,8,1,531,0,62,5,6,12 +pavanca01,2011,1,MIN,AL,9,13,33,33,3,1,0,666,262,106,23,40,102,0.294,4.30,0,4,8,2,955,0,123,7,9,18 +peacobr01,2011,1,WAS,NL,2,0,3,2,0,0,0,36,7,1,0,6,4,0.167,0.75,0,1,0,0,48,0,1,0,0,1 +peavyja01,2011,1,CHA,AL,7,7,19,18,1,1,0,335,117,61,10,24,95,0.268,4.92,4,4,3,0,470,0,61,1,5,5 +pelfrmi01,2011,1,NYN,NL,7,13,34,33,2,0,0,581,220,102,21,65,105,0.286,4.74,7,2,7,2,860,0,111,10,8,15 +penato03,2011,1,CHA,AL,1,1,17,0,0,0,0,61,25,14,2,10,17,0.301,6.20,2,0,0,0,97,10,15,3,1,0 +pendlla01,2011,1,NYA,AL,0,0,11,0,0,0,0,42,10,5,2,10,8,0.200,3.21,0,0,0,0,62,9,5,0,2,0 +pendlla01,2011,2,HOU,NL,0,0,4,0,0,0,0,14,10,9,4,1,5,0.435,17.36,0,0,2,0,27,1,9,0,1,0 +pennybr01,2011,1,DET,AL,11,11,31,31,0,0,0,545,222,107,24,62,74,0.306,5.30,1,9,4,0,803,0,117,5,6,25 +peraljo01,2011,1,TBA,AL,3,4,71,0,0,0,6,203,44,22,7,18,61,0.188,2.93,3,3,0,0,256,18,23,2,2,6 +perezch01,2011,1,CLE,AL,4,7,64,0,0,0,36,179,46,22,5,26,39,0.215,3.32,4,1,3,0,248,57,24,4,1,4 +perezju01,2011,1,PHI,NL,1,0,8,0,0,0,0,15,1,2,0,5,8,0.063,3.60,0,1,0,0,21,1,2,0,0,0 +perezlu01,2011,1,TOR,AL,3,3,37,4,0,0,0,195,74,37,9,27,54,0.287,5.12,1,4,5,0,294,7,40,1,3,6 +perezra01,2011,1,CLE,AL,5,2,71,0,0,0,0,189,59,21,2,19,33,0.253,3.00,0,3,0,1,257,7,27,3,2,11 +perkigl01,2011,1,MIN,AL,4,4,65,0,0,0,2,185,55,17,2,21,65,0.244,2.48,5,3,1,0,253,17,19,5,1,8 +perryry01,2011,1,DET,AL,2,0,36,0,0,0,0,111,39,22,1,21,24,0.277,5.35,3,3,2,1,168,6,25,1,3,1 +pestavi01,2011,1,CLE,AL,1,2,67,0,0,0,2,186,41,16,5,24,84,0.184,2.32,3,0,3,0,250,20,16,0,0,3 +peterbr01,2011,1,FLO,NL,0,0,1,0,0,0,0,3,0,0,0,1,0,0.000,0.00,0,0,0,0,4,1,0,0,0,0 +phillza01,2011,1,BAL,AL,0,0,10,0,0,0,0,24,6,1,1,2,8,0.194,1.13,0,0,0,0,33,2,1,0,0,0 +pinedmi01,2011,1,SEA,AL,9,10,28,28,0,0,0,513,133,71,18,55,173,0.211,3.74,1,9,5,0,696,0,76,4,3,5 +pineijo01,2011,1,LAA,AL,7,7,27,24,0,0,0,437,182,83,16,38,62,0.311,5.13,3,2,2,0,631,2,90,1,5,23 +pomerdr01,2011,1,COL,NL,2,1,4,4,0,0,0,55,19,11,0,5,13,0.271,5.40,0,1,1,0,77,0,11,1,0,2 +porceri01,2011,1,DET,AL,14,9,31,31,0,0,0,546,210,96,18,46,104,0.292,4.75,1,12,8,0,784,0,103,5,5,23 +priceda01,2011,1,TBA,AL,12,13,34,34,0,0,0,673,192,87,22,63,218,0.230,3.49,5,2,9,0,918,0,93,4,7,17 +proctsc01,2011,1,ATL,NL,2,3,31,0,0,0,0,88,31,21,5,19,18,0.279,6.44,4,2,1,0,139,11,21,6,2,0 +proctsc01,2011,2,NYA,AL,0,3,8,0,0,0,0,33,19,11,6,12,11,0.388,9.00,1,2,0,0,62,3,13,1,0,3 +purceda01,2011,1,TOR,AL,0,0,5,0,0,0,0,7,3,3,0,4,3,0.300,11.57,0,0,0,0,14,0,3,0,0,0 +purceda01,2011,2,OAK,AL,0,0,9,0,0,0,0,38,9,3,1,3,7,0.191,2.13,0,0,0,0,50,3,3,0,0,0 +purceda01,2011,3,DET,AL,1,2,19,0,0,0,0,56,21,15,1,20,12,0.296,7.23,2,0,0,0,93,6,15,2,0,2 +putnaza01,2011,1,CLE,AL,1,1,8,0,0,0,0,22,10,5,1,0,9,0.313,6.14,0,1,2,0,34,3,5,0,0,0 +putzjj01,2011,1,ARI,NL,2,2,60,0,0,0,45,174,41,14,4,12,61,0.195,2.17,0,2,2,0,229,52,15,2,3,2 +quallch01,2011,1,SDN,NL,6,8,77,0,0,0,0,223,73,29,7,20,43,0.263,3.51,5,4,0,0,306,20,30,7,1,6 +ramirho01,2011,1,LAA,AL,1,0,12,0,0,0,0,27,16,6,1,2,4,0.432,6.00,0,1,0,0,40,3,7,0,1,4 +ramirra02,2011,1,SFN,NL,3,3,66,0,0,0,4,206,54,20,3,26,66,0.216,2.62,5,6,3,1,282,22,24,2,1,3 +ramosce01,2011,1,TBA,AL,0,1,59,0,0,0,0,131,36,19,4,25,31,0.224,3.92,8,1,3,0,192,9,22,1,2,4 +rapadcl01,2011,1,BAL,AL,2,0,32,0,0,0,0,49,14,11,3,7,18,0.230,6.06,0,0,0,0,69,4,11,0,1,0 +rauchjo01,2011,1,TOR,AL,5,4,53,0,0,0,11,156,56,28,11,14,36,0.269,4.85,1,2,1,0,225,28,28,2,0,3 +raych01,2011,1,SEA,AL,3,2,29,0,0,0,0,98,33,17,2,12,22,0.270,4.68,2,4,0,1,139,15,18,2,3,3 +reedad01,2011,1,CHA,AL,0,0,6,0,0,0,0,22,10,3,1,1,12,0.313,3.68,0,0,0,0,33,2,3,0,0,0 +reinech01,2011,1,CIN,NL,0,1,2,1,0,0,0,20,5,5,2,6,3,0.217,6.75,0,1,1,0,30,0,6,0,0,2 +resopch01,2011,1,PIT,NL,5,4,76,0,0,0,1,209,73,34,8,30,79,0.269,4.39,9,4,3,1,309,12,34,0,5,2 +reyesde01,2011,1,BOS,AL,0,0,4,0,0,0,0,5,2,3,0,2,1,0.333,16.20,0,0,2,0,10,0,3,0,0,0 +reyesjo03,2011,1,TOR,AL,5,8,20,20,1,0,0,330,140,66,14,35,64,0.306,5.40,0,6,6,0,504,0,78,3,3,10 +reyesjo03,2011,2,BAL,AL,2,3,9,5,0,0,0,92,36,21,7,13,23,0.293,6.16,0,1,1,0,137,1,21,0,0,2 +reynogr01,2011,1,COL,NL,3,0,13,3,0,0,0,96,40,22,6,10,18,0.303,6.19,2,1,1,0,144,3,22,0,1,3 +reynoma02,2011,1,COL,NL,1,2,73,0,0,0,0,152,48,23,10,18,50,0.255,4.09,5,5,0,2,211,9,24,1,4,2 +rhodear01,2011,1,TEX,AL,3,3,32,0,0,0,1,73,28,13,6,8,15,0.289,4.81,1,1,0,0,105,10,13,0,0,4 +rhodear01,2011,2,SLN,NL,0,1,19,0,0,0,0,26,6,4,2,3,6,0.207,4.15,0,0,0,0,33,1,4,0,1,1 +richacl01,2011,1,SDN,NL,5,9,18,18,0,0,0,299,104,43,8,38,53,0.272,3.88,2,3,2,1,427,0,52,4,1,13 +richaga01,2011,1,LAA,AL,0,2,7,3,0,0,0,42,16,9,4,7,9,0.291,5.79,0,2,0,0,62,2,11,0,0,1 +richmsc01,2011,1,TOR,AL,0,0,1,0,0,0,0,1,0,0,0,0,0,0.000,0.00,0,0,0,0,1,1,0,0,0,0 +riverma01,2011,1,NYA,AL,1,2,64,0,0,0,44,184,47,13,3,8,60,0.215,1.91,2,1,2,0,233,54,13,2,2,6 +roberda08,2011,1,NYA,AL,4,0,70,0,0,0,1,200,40,8,1,35,100,0.170,1.08,6,6,1,1,272,8,9,1,0,2 +rodnefe01,2011,1,LAA,AL,3,5,39,0,0,0,3,96,26,16,1,28,26,0.224,4.50,0,2,3,0,150,15,18,3,0,4 +rodrian01,2011,1,HOU,NL,1,6,43,8,0,0,0,256,83,50,13,32,64,0.252,5.27,3,3,2,0,369,16,57,3,3,4 +rodrife02,2011,1,HOU,NL,2,3,47,0,0,0,0,157,51,23,6,30,57,0.264,3.96,5,2,3,0,231,11,24,5,0,4 +rodrifr03,2011,1,NYN,NL,2,2,42,0,0,0,23,128,44,15,3,16,46,0.265,3.16,4,2,2,0,187,34,15,2,1,1 +rodrifr03,2011,2,MIL,NL,4,0,31,0,0,0,0,87,23,6,1,10,33,0.209,1.86,0,2,0,0,120,2,7,0,0,2 +rodrifr04,2011,1,LAA,AL,0,0,10,0,0,0,0,41,13,7,2,5,7,0.241,4.61,0,0,0,0,59,4,7,0,0,1 +rodrihe03,2011,1,WAS,NL,3,3,59,0,0,0,2,197,54,26,1,45,70,0.220,3.56,1,14,2,1,295,21,30,1,1,4 +rodriwa01,2011,1,HOU,NL,11,11,30,30,0,0,0,573,182,74,25,69,166,0.251,3.49,7,5,5,0,808,0,81,7,3,21 +roenijo01,2011,1,COL,NL,0,0,19,0,0,0,0,50,14,7,1,7,12,0.233,3.78,1,1,1,0,68,6,7,0,0,1 +rogeres01,2011,1,COL,NL,6,6,18,13,0,0,0,249,110,65,14,47,63,0.320,7.05,5,5,6,1,404,1,65,4,3,5 +romerjc01,2011,1,PHI,NL,0,0,24,0,0,0,0,49,16,7,0,12,10,0.262,3.86,2,0,1,0,75,4,7,1,0,1 +romerjc01,2011,2,COL,NL,1,0,12,0,0,0,0,25,12,4,1,3,9,0.324,4.32,0,0,0,0,41,2,7,1,0,2 +romerri01,2011,1,TOR,AL,15,11,32,32,4,2,0,675,176,73,26,80,178,0.216,2.92,2,9,14,1,917,0,85,6,1,28 +romose01,2011,1,SFN,NL,3,1,65,0,0,0,1,144,29,8,2,5,70,0.173,1.50,1,0,0,0,175,16,8,2,0,2 +rosarsa02,2011,1,FLO,NL,0,0,4,0,0,0,0,11,5,1,0,2,2,0.313,2.45,0,0,0,0,18,1,1,0,0,0 +rossty01,2011,1,OAK,AL,3,3,9,6,0,0,0,108,33,11,1,13,24,0.252,2.75,1,2,0,0,145,1,12,1,0,5 +ruffich01,2011,1,DET,AL,0,0,2,0,0,0,0,11,5,2,2,0,3,0.313,4.91,0,0,0,0,16,0,2,0,0,0 +ruffich01,2011,2,SEA,AL,1,0,13,0,0,0,0,42,13,6,2,9,15,0.245,3.86,0,1,0,0,62,2,6,0,0,2 +runzlda01,2011,1,SFN,NL,1,2,31,1,0,0,0,82,29,19,0,16,25,0.282,6.26,1,1,0,0,120,9,21,0,1,4 +rupejo01,2011,1,BAL,AL,0,0,9,0,0,0,0,43,16,9,5,6,7,0.276,5.65,0,1,2,0,66,5,9,0,0,3 +russead01,2011,1,TBA,AL,1,2,36,0,0,0,0,98,31,11,2,20,13,0.254,3.03,1,1,3,0,147,14,13,2,0,3 +russeja02,2011,1,CHN,NL,1,6,64,5,0,0,0,203,76,31,12,14,43,0.286,4.12,4,1,2,0,292,10,37,4,6,5 +rzepcma01,2011,1,TOR,AL,2,3,43,0,0,0,0,118,28,13,2,15,33,0.201,2.97,0,5,3,0,158,6,16,1,0,7 +rzepcma01,2011,2,SLN,NL,0,3,28,0,0,0,0,68,22,10,1,11,28,0.259,3.97,1,1,1,0,98,1,11,1,0,3 +sabatcc01,2011,1,NYA,AL,19,8,33,33,3,1,0,712,230,79,17,61,230,0.255,3.00,4,2,7,1,985,0,87,8,7,24 +saitota01,2011,1,MIL,NL,4,2,30,0,0,0,0,80,21,6,2,9,23,0.216,2.03,2,2,1,0,108,5,6,1,0,4 +salasfe01,2011,1,SLN,NL,5,6,68,0,0,0,24,225,50,19,7,21,75,0.186,2.28,3,2,2,0,295,46,20,3,0,3 +salech01,2011,1,CHA,AL,2,2,58,0,0,0,8,213,52,22,6,27,79,0.203,2.79,3,2,2,0,288,17,22,3,0,5 +samarje01,2011,1,CHN,NL,8,4,75,0,0,0,0,264,64,29,5,50,87,0.200,2.97,3,8,5,0,380,18,35,3,2,4 +sanabal01,2011,1,FLO,NL,0,0,3,2,0,0,0,33,13,4,2,3,8,0.289,3.27,0,2,0,0,48,0,4,0,0,0 +sanchan01,2011,1,FLO,NL,8,9,32,32,3,2,0,589,187,80,20,64,202,0.250,3.67,8,4,5,5,830,0,85,12,1,14 +sanchbr01,2011,1,FLO,NL,4,1,39,2,0,0,0,185,52,27,7,36,53,0.227,3.94,6,4,2,1,270,8,32,1,2,3 +sanched01,2011,1,SLN,NL,3,1,26,0,0,0,5,90,14,6,1,16,35,0.144,1.80,0,5,3,0,118,11,6,0,2,3 +sanchjo01,2011,1,SFN,NL,4,7,19,19,0,0,0,304,80,48,9,66,102,0.220,4.26,2,5,6,0,444,0,54,4,4,11 +sanitam01,2011,1,NYA,AL,0,0,4,0,0,0,0,21,12,10,0,3,4,0.353,12.86,1,1,3,0,40,1,10,0,0,0 +santaer01,2011,1,LAA,AL,11,12,33,33,4,1,0,686,207,86,26,72,178,0.241,3.38,4,10,8,1,949,0,95,4,7,22 +santihe01,2011,1,CHA,AL,0,0,2,0,0,0,0,16,1,0,0,1,2,0.059,0.00,1,1,0,0,18,1,0,0,0,0 +santose01,2011,1,CHA,AL,4,5,63,0,0,0,30,190,41,25,6,29,92,0.181,3.55,5,5,3,0,260,50,25,1,1,4 +saundjo01,2011,1,ARI,NL,12,13,33,33,1,0,0,636,210,87,29,67,108,0.266,3.69,4,3,3,0,874,0,94,9,5,28 +saverjo01,2011,1,PHI,NL,0,0,4,0,0,0,0,8,1,0,0,0,2,0.125,0.00,0,0,0,0,9,1,0,1,0,0 +scherma01,2011,1,DET,AL,15,9,33,33,0,0,0,585,207,96,29,56,174,0.272,4.43,1,12,7,0,833,0,101,3,7,13 +schleda01,2011,1,DET,AL,2,2,49,0,0,0,0,147,36,19,6,31,44,0.209,3.49,3,6,5,0,212,16,20,3,1,1 +schumsk01,2011,1,SLN,NL,0,0,1,0,0,0,0,3,1,2,1,1,2,0.250,18.00,0,0,0,0,5,1,2,0,0,0 +schwich01,2011,1,NYN,NL,0,2,4,4,0,0,0,63,23,11,1,6,17,0.274,4.71,2,1,1,0,95,0,13,2,2,0 +schwimi01,2011,1,PHI,NL,1,1,12,0,0,0,0,43,15,8,2,7,16,0.278,5.02,1,0,1,0,64,5,8,2,0,0 +scribev01,2011,1,SDN,NL,0,0,10,0,0,0,0,42,18,11,1,4,10,0.300,7.07,0,0,0,0,64,5,11,0,0,1 +severat01,2011,1,WAS,NL,1,0,6,0,0,0,0,14,5,2,1,1,7,0.278,3.86,0,0,0,0,19,0,2,0,0,1 +shawbr01,2011,1,ARI,NL,1,0,33,0,0,0,0,85,30,8,2,8,24,0.273,2.54,1,1,4,0,122,8,9,0,0,3 +sherrge01,2011,1,ATL,NL,3,1,51,0,0,0,0,108,33,12,3,12,38,0.248,3.00,1,1,1,0,149,9,12,2,1,3 +shielja02,2011,1,TBA,AL,16,12,33,33,11,4,0,748,195,78,26,65,225,0.217,2.82,1,4,5,0,975,0,83,5,3,21 +simonal01,2011,1,BAL,AL,4,9,23,16,0,0,0,347,128,63,15,40,83,0.284,4.90,6,2,4,2,499,1,69,1,4,12 +sippto01,2011,1,CLE,AL,6,3,69,0,0,0,0,187,45,21,10,24,57,0.201,3.03,3,2,0,1,251,17,22,1,2,1 +slamaan01,2011,1,MIN,AL,0,0,2,0,0,0,0,7,0,0,0,2,3,0.000,0.00,0,1,0,0,9,0,0,0,0,0 +slatedo01,2011,1,WAS,NL,0,2,31,0,0,0,0,49,26,8,3,9,13,0.356,4.41,3,0,1,0,84,11,10,1,0,2 +sloweke01,2011,1,MIN,AL,0,8,14,8,0,0,0,178,78,44,10,5,34,0.321,6.67,0,0,3,0,258,1,44,3,4,5 +smithjo05,2011,1,CLE,AL,3,3,71,0,0,0,0,201,52,15,1,21,45,0.217,2.01,1,2,2,0,267,13,16,2,2,5 +smithjo06,2011,1,CIN,NL,0,0,17,0,0,0,0,60,32,16,3,8,13,0.390,7.20,1,2,1,1,94,1,16,0,3,5 +sonnaan01,2011,1,TBA,AL,0,2,15,4,0,0,0,107,40,22,10,12,12,0.292,5.55,1,0,1,0,152,8,22,1,1,4 +soriajo01,2011,1,KCA,AL,5,5,60,0,0,0,28,181,60,27,7,17,60,0.259,4.03,0,1,2,0,256,47,29,3,2,7 +soriara01,2011,1,NYA,AL,2,3,42,0,0,0,2,118,33,18,4,18,36,0.229,4.12,2,0,1,0,164,8,18,1,0,4 +sosahe01,2011,1,HOU,NL,3,5,10,10,0,0,0,160,54,31,7,23,38,0.271,5.23,1,3,3,1,231,0,31,4,2,5 +spencjo01,2011,1,SDN,NL,0,2,40,0,0,0,0,89,14,9,2,19,31,0.140,2.73,5,0,2,0,123,8,9,1,1,1 +stammcr01,2011,1,WAS,NL,1,1,7,0,0,0,0,31,3,1,0,4,12,0.088,0.87,0,1,0,0,38,2,1,0,0,1 +staufti01,2011,1,SDN,NL,9,12,31,31,0,0,0,557,180,77,20,53,128,0.258,3.73,5,4,8,1,777,0,81,14,3,17 +stettmi01,2011,1,MIL,NL,0,0,16,0,0,0,0,21,8,4,2,1,7,0.296,5.14,0,1,1,0,31,2,4,1,1,0 +steveje01,2011,1,CHN,NL,0,0,4,0,0,0,0,21,4,4,1,7,4,0.190,5.14,0,0,1,0,31,1,4,0,2,0 +stewaza01,2011,1,TOR,AL,0,1,3,3,0,0,0,50,26,9,2,5,10,0.382,4.86,1,1,1,1,75,0,9,0,1,3 +stewaza01,2011,2,CHA,AL,2,5,10,8,1,1,0,152,64,35,9,13,35,0.314,6.22,1,1,1,0,222,1,35,2,1,6 +stinsjo01,2011,1,NYN,NL,0,2,14,0,0,0,1,39,14,10,1,7,8,0.286,6.92,0,0,0,0,57,3,10,1,0,3 +storedr01,2011,1,WAS,NL,6,3,73,0,0,0,43,226,57,23,8,20,74,0.204,2.75,4,2,2,0,303,52,24,1,1,2 +strasst01,2011,1,WAS,NL,1,1,5,5,0,0,0,72,15,4,0,2,24,0.179,1.50,0,0,0,0,88,0,5,1,1,2 +streehu01,2011,1,COL,NL,1,4,62,0,0,0,29,175,62,25,10,9,55,0.276,3.86,1,0,1,0,239,47,28,3,1,4 +stroppe01,2011,1,TEX,AL,0,1,11,0,0,0,0,29,7,4,0,7,9,0.206,3.72,0,2,1,2,44,4,4,1,1,1 +stroppe01,2011,2,BAL,AL,2,0,12,0,0,0,0,37,8,1,0,3,12,0.190,0.73,0,0,0,0,46,2,1,1,0,2 +stulter01,2011,1,COL,NL,0,0,6,0,0,0,0,36,11,8,4,4,7,0.229,6.00,1,0,1,0,53,2,8,0,0,0 +stutemi01,2011,1,PHI,NL,6,2,57,0,0,0,0,186,49,25,7,28,58,0.218,3.63,2,0,2,0,259,11,25,2,2,1 +surkaer01,2011,1,SFN,NL,2,2,6,6,0,0,0,80,32,17,1,17,13,0.311,5.74,1,0,2,0,126,0,18,2,2,1 +swarzan01,2011,1,MIN,AL,4,7,27,11,0,0,0,306,111,49,9,26,55,0.275,4.32,1,3,6,1,441,2,53,2,3,4 +takahhi01,2011,1,LAA,AL,4,3,61,0,0,0,2,204,58,26,7,25,52,0.232,3.44,8,1,0,0,281,18,30,3,3,7 +talbomi01,2011,1,CLE,AL,2,6,12,12,0,0,0,191,90,47,10,28,36,0.344,6.64,2,1,3,0,299,0,47,1,5,8 +tallebr01,2011,1,SLN,NL,0,1,18,0,0,0,0,39,20,12,4,5,9,0.339,8.31,1,0,2,0,68,7,13,1,1,0 +tallebr01,2011,2,TOR,AL,0,1,1,0,0,0,0,1,2,2,0,2,1,0.667,54.00,0,0,0,0,5,1,2,0,0,0 +tateyyo01,2011,1,TEX,AL,2,0,39,0,0,0,1,132,37,22,8,11,43,0.220,4.50,4,1,2,0,181,8,23,0,0,2 +tazawju01,2011,1,BOS,AL,0,0,3,0,0,0,0,9,3,2,1,1,4,0.250,6.00,0,0,0,0,13,2,2,0,0,0 +teafoev01,2011,1,KCA,AL,2,1,26,3,0,0,1,132,36,16,8,14,28,0.231,3.27,0,2,1,0,175,7,17,1,3,6 +teherju01,2011,1,ATL,NL,1,1,5,3,0,0,0,59,21,11,4,8,10,0.276,5.03,0,1,0,0,87,0,11,2,1,1 +tejedro01,2011,1,KCA,AL,0,1,9,0,0,0,0,22,12,5,2,3,2,0.387,6.14,0,2,0,0,35,3,5,0,1,2 +texeika01,2011,1,KCA,AL,0,0,6,0,0,0,0,19,13,2,0,3,0,0.419,2.84,1,1,0,0,35,2,2,0,1,0 +thatcjo01,2011,1,SDN,NL,0,0,18,0,0,0,0,30,8,5,1,7,9,0.216,4.50,1,0,0,0,44,5,5,0,0,0 +thayeda01,2011,1,NYN,NL,0,3,11,0,0,0,0,31,12,4,0,0,5,0.308,3.48,0,0,0,0,42,7,4,1,2,0 +thomabr01,2011,1,DET,AL,0,1,12,0,0,0,0,33,17,11,1,6,7,0.386,9.00,0,0,1,0,56,5,12,0,5,2 +thompaa01,2011,1,PIT,NL,0,0,4,1,0,0,0,23,13,6,2,6,1,0.382,7.04,0,0,0,0,41,0,6,1,0,1 +thompda02,2011,1,CIN,NL,0,1,1,0,0,0,0,9,6,5,0,5,0,0.429,15.00,0,0,0,0,20,0,5,0,1,0 +thompri03,2011,1,LAA,AL,1,3,44,0,0,0,0,162,46,18,5,20,56,0.224,3.00,0,1,0,1,228,16,18,1,2,0 +thornma01,2011,1,CHA,AL,2,5,62,0,0,0,3,179,60,22,3,21,63,0.255,3.32,5,2,0,0,262,20,34,3,3,2 +tillmch01,2011,1,BAL,AL,3,5,13,13,0,0,0,186,77,38,5,25,46,0.301,5.52,0,1,4,1,287,0,41,1,1,5 +tobinma01,2011,1,TEX,AL,0,0,4,0,0,0,0,16,5,4,1,5,0,0.278,6.75,0,0,1,0,24,1,5,0,0,2 +tomkobr01,2011,1,TEX,AL,0,1,8,0,0,0,0,53,15,9,4,10,14,0.246,4.58,1,1,0,0,74,3,9,2,1,5 +tomlijo01,2011,1,CLE,AL,12,7,26,26,0,0,0,496,157,78,24,21,89,0.248,4.25,2,3,3,0,662,0,80,1,3,11 +torreal01,2011,1,TBA,AL,1,1,4,0,0,0,0,24,8,3,0,7,9,0.258,3.38,2,0,1,0,39,2,4,0,0,0 +troncra01,2011,1,LAN,NL,0,0,18,0,0,0,0,68,38,17,5,4,14,0.388,6.75,1,2,0,0,103,13,18,1,0,7 +tuckery01,2011,1,TEX,AL,0,0,5,0,0,0,0,15,6,4,1,4,4,0.286,7.20,0,1,0,0,25,1,5,0,0,1 +turneja01,2011,1,DET,AL,0,1,3,3,0,0,0,38,17,12,3,4,8,0.315,8.53,0,0,1,0,60,0,13,0,1,1 +ueharko01,2011,1,BAL,AL,1,1,43,0,0,0,0,141,25,9,6,8,62,0.152,1.72,1,0,0,0,174,19,9,1,1,0 +ueharko01,2011,2,TEX,AL,1,2,22,0,0,0,0,54,13,8,5,1,23,0.191,4.00,0,0,0,0,69,3,8,0,0,0 +valdejo01,2011,1,HOU,NL,0,0,12,0,0,0,0,42,17,14,2,7,15,0.304,9.00,1,1,1,0,65,7,14,0,1,2 +valdelu01,2011,1,ATL,NL,0,0,6,0,0,0,0,31,16,8,1,5,8,0.340,6.97,2,0,0,0,52,3,11,0,0,1 +valdeme01,2011,1,TEX,AL,0,0,5,0,0,0,0,13,7,3,2,1,6,0.350,6.23,0,0,0,0,21,1,3,0,0,0 +valdera02,2011,1,SLN,NL,0,1,7,0,0,0,0,16,6,2,0,4,7,0.273,3.38,2,0,1,0,27,3,2,0,0,0 +valdera02,2011,2,NYA,AL,0,0,6,0,0,0,0,20,8,2,1,2,8,0.308,2.70,0,0,0,0,28,0,2,0,0,0 +valdewi01,2011,1,PHI,NL,1,0,1,0,0,0,0,3,0,0,0,0,0,0.000,0.00,0,0,1,0,4,1,0,0,0,0 +valvejo01,2011,1,DET,AL,2,4,75,0,0,0,49,217,52,18,5,34,69,0.198,2.24,4,3,3,1,301,70,21,2,0,4 +vanderi01,2011,1,BAL,AL,0,0,4,2,0,0,0,27,12,8,4,8,7,0.324,8.00,0,0,1,0,46,1,9,0,0,1 +vargaja01,2011,1,SEA,AL,10,13,32,32,4,3,0,603,205,95,22,59,131,0.260,4.25,4,3,4,1,857,0,105,3,4,15 +varvaan01,2011,1,ATL,NL,0,2,18,0,0,0,0,72,15,7,3,11,23,0.183,2.63,4,1,0,0,96,9,7,2,1,0 +vasquan01,2011,1,SEA,AL,1,6,7,7,0,0,0,88,46,29,13,10,13,0.351,8.90,0,0,3,0,146,0,35,1,1,3 +vasques01,2011,1,ARI,NL,1,1,31,0,0,0,0,91,27,14,2,13,20,0.239,4.15,2,0,4,0,132,5,16,0,2,2 +vazquja01,2011,1,FLO,NL,13,11,32,32,2,1,0,578,178,79,21,50,162,0.243,3.69,8,5,2,0,798,0,91,8,6,7 +ventejo01,2011,1,ATL,NL,6,2,85,0,0,0,5,264,53,18,2,43,96,0.176,1.84,7,4,5,0,357,10,19,7,1,11 +verasjo01,2011,1,PIT,NL,2,4,79,0,0,0,1,213,54,30,6,34,79,0.206,3.80,3,5,4,1,305,19,32,2,3,2 +verlaju01,2011,1,DET,AL,24,5,34,34,4,2,0,753,174,67,24,57,250,0.192,2.40,0,7,3,2,969,0,73,2,3,12 +villabr02,2011,1,DET,AL,1,1,16,0,0,0,0,48,21,12,3,10,14,0.323,6.75,2,1,0,0,76,4,12,1,0,0 +villaca01,2011,1,TOR,AL,6,4,33,13,0,0,0,321,103,48,11,32,68,0.251,4.04,3,4,4,0,454,3,49,1,6,9 +villael01,2011,1,FLO,NL,0,1,1,1,0,0,0,9,5,8,1,5,2,0.357,24.00,1,0,1,0,20,0,8,0,0,0 +violape01,2011,1,BAL,AL,0,0,4,0,0,0,0,11,6,4,3,2,4,0.353,9.82,0,0,0,0,20,1,4,0,1,0 +vizcaar01,2011,1,ATL,NL,1,1,17,0,0,0,0,52,16,9,1,9,17,0.239,4.67,1,5,1,0,77,2,9,0,0,1 +vogelry01,2011,1,SFN,NL,13,7,30,28,1,1,0,539,164,54,15,61,139,0.244,2.71,6,1,5,1,752,1,62,10,3,17 +volqued01,2011,1,CIN,NL,5,7,20,20,0,0,0,326,106,69,19,65,104,0.259,5.71,3,5,4,2,489,0,72,5,6,12 +volstch01,2011,1,FLO,NL,5,13,29,29,0,0,0,497,187,90,23,49,117,0.289,4.89,6,2,1,1,719,0,96,12,10,13 +wadeco01,2011,1,NYA,AL,6,1,40,0,0,0,0,119,33,9,5,8,30,0.221,2.04,0,1,0,0,157,8,10,0,0,0 +wagnene01,2011,1,OAK,AL,0,0,6,0,0,0,0,15,6,4,1,3,4,0.300,7.20,0,0,1,0,24,5,7,0,0,1 +wakefti01,2011,1,BOS,AL,7,8,33,23,1,0,0,464,163,88,25,47,93,0.267,5.12,1,15,8,1,677,6,110,4,8,7 +waldejo01,2011,1,LAA,AL,5,5,62,0,0,0,32,181,49,20,3,26,67,0.223,2.98,3,6,1,0,253,42,22,4,2,3 +waldrky01,2011,1,MIN,AL,1,0,7,0,0,0,0,33,10,7,1,6,5,0.233,5.73,2,1,0,0,50,1,7,1,0,1 +waltepj01,2011,1,SLN,NL,0,0,4,0,0,0,0,12,3,4,1,2,3,0.188,9.00,0,0,0,0,18,2,4,0,0,0 +waltepj01,2011,2,TOR,AL,0,0,1,0,0,0,0,3,0,0,0,1,1,0.000,0.00,0,0,0,0,3,0,0,0,0,0 +wangch01,2011,1,WAS,NL,4,3,11,11,0,0,0,187,67,28,8,13,25,0.272,4.04,0,2,1,0,264,0,35,2,2,3 +watsoto01,2011,1,PIT,NL,2,2,43,0,0,0,0,123,34,18,6,20,37,0.228,3.95,4,0,1,0,174,6,18,2,1,3 +weaveje02,2011,1,LAA,AL,18,8,33,33,4,2,0,707,182,63,20,56,198,0.212,2.41,0,8,3,0,926,0,65,5,5,13 +webbry01,2011,1,FLO,NL,2,4,53,0,0,0,0,152,48,18,2,20,31,0.255,3.20,5,1,2,1,214,10,20,3,1,5 +weilaky01,2011,1,BOS,AL,0,3,7,5,0,0,0,74,29,21,5,12,13,0.287,7.66,0,0,4,0,118,2,22,0,1,2 +weinhro01,2011,1,DET,AL,0,0,2,0,0,0,0,5,4,2,0,0,1,0.444,10.80,0,0,0,0,9,0,2,0,0,0 +wellsra01,2011,1,CHN,NL,7,6,23,23,2,1,0,406,141,75,23,47,82,0.269,4.99,4,8,2,0,583,0,76,3,6,9 +westbja01,2011,1,SLN,NL,12,9,33,33,0,0,0,550,208,95,16,73,104,0.290,4.66,8,3,2,0,809,0,103,11,5,22 +wheelda01,2011,1,BOS,AL,2,2,47,0,0,0,0,148,47,24,7,8,39,0.246,4.38,1,0,0,0,201,22,24,1,1,1 +whelake01,2011,1,NYA,AL,0,0,2,0,0,0,0,5,0,1,0,5,1,0.000,5.40,0,0,0,0,10,1,1,0,0,0 +whiteal01,2011,1,CLE,AL,1,0,3,3,0,0,0,45,14,6,3,9,13,0.255,3.60,2,0,0,0,66,0,7,1,1,2 +whiteal01,2011,2,COL,NL,2,4,7,7,0,0,0,109,48,34,12,16,24,0.324,8.42,1,5,4,0,171,0,35,1,2,3 +wilheto01,2011,1,SEA,AL,2,0,25,0,0,0,0,98,25,12,2,13,30,0.210,3.31,0,6,2,1,136,10,13,0,2,2 +wilkad01,2011,1,DET,AL,0,0,5,0,0,0,0,40,14,8,3,3,10,0.259,5.40,0,0,0,0,57,1,10,0,0,0 +willido03,2011,1,CIN,NL,1,6,13,13,0,0,0,227,78,42,6,37,57,0.271,5.00,2,8,2,0,334,0,42,4,3,6 +willije02,2011,1,LAA,AL,4,0,10,6,0,0,0,132,45,18,6,15,28,0.269,3.68,0,0,1,0,184,1,20,0,1,7 +willira01,2011,1,BOS,AL,0,1,7,0,0,0,0,25,10,6,0,5,6,0.303,6.48,0,1,0,0,40,1,6,1,1,0 +wilsobr01,2011,1,SFN,NL,6,4,57,0,0,0,36,165,50,19,2,31,54,0.240,3.11,0,2,2,0,243,45,20,1,1,5 +wilsocj01,2011,1,TEX,AL,16,7,34,34,3,1,0,670,191,73,16,74,206,0.232,2.94,0,6,10,0,915,0,89,3,5,31 +wolfra02,2011,1,MIL,NL,13,10,33,33,0,0,0,637,214,87,23,66,134,0.266,3.69,1,4,13,1,903,0,95,13,6,23 +woodbl01,2011,1,KCA,AL,5,3,55,0,0,0,1,209,66,29,5,32,62,0.254,3.75,7,2,3,0,303,20,30,5,3,3 +woodke02,2011,1,CHN,NL,3,5,55,0,0,0,1,153,45,19,5,21,57,0.236,3.35,2,5,5,0,224,7,23,3,3,2 +woodti01,2011,1,PIT,NL,0,3,13,0,0,0,0,24,8,5,1,8,2,0.286,5.63,3,1,0,0,38,5,5,0,2,2 +woodtr01,2011,1,CIN,NL,6,6,22,18,0,0,0,318,118,57,10,40,76,0.293,4.84,5,2,4,0,463,2,57,9,7,11 +worleva01,2011,1,PHI,NL,11,3,25,21,1,0,0,395,116,44,10,46,119,0.237,3.01,2,2,3,1,553,0,47,9,5,7 +worrema01,2011,1,BAL,AL,0,0,4,0,0,0,0,6,6,8,2,2,3,0.500,36.00,1,0,0,0,14,0,8,0,0,0 +wrighja01,2011,1,SEA,AL,2,3,60,0,0,0,1,205,61,24,6,30,48,0.246,3.16,3,4,5,0,286,19,26,2,1,10 +wrighwe01,2011,1,HOU,NL,0,0,21,0,0,0,0,36,6,2,1,5,11,0.154,1.50,0,1,0,0,44,5,2,0,0,3 +wuertmi01,2011,1,OAK,AL,0,0,39,0,0,0,0,101,37,25,5,26,32,0.280,6.68,4,0,1,0,162,7,25,3,0,0 +youngch03,2011,1,NYN,NL,1,0,4,4,0,0,0,72,12,5,3,11,22,0.146,1.88,0,0,1,0,95,0,5,1,0,0 +zagurmi01,2011,1,PHI,NL,0,0,4,0,0,0,0,10,4,2,1,3,4,0.286,5.40,0,0,0,0,17,1,2,0,0,0 +zambrca01,2011,1,CHN,NL,9,7,24,24,0,0,0,437,154,78,19,56,101,0.277,4.82,4,1,5,0,634,0,80,12,5,16 +zieglbr01,2011,1,OAK,AL,3,2,43,0,0,0,1,113,38,10,0,13,29,0.264,2.39,3,1,1,0,160,12,14,1,1,7 +zieglbr01,2011,2,ARI,NL,0,0,23,0,0,0,0,62,15,4,0,6,15,0.208,1.74,0,0,0,0,79,4,7,0,1,3 +zimmejo02,2011,1,WAS,NL,8,11,26,26,1,0,0,484,154,57,12,31,124,0.251,3.18,2,3,7,1,662,0,62,8,2,6 +zitoba01,2011,1,SFN,NL,3,4,13,9,0,0,0,161,51,35,10,24,32,0.256,5.87,1,1,0,0,225,3,35,0,2,7 +aardsda01,2012,1,NYA,AL,0,0,1,0,0,0,0,3,1,1,1,1,1,0.250,9.00,0,0,0,0,5,1,1,0,0,0 +abadfe01,2012,1,HOU,NL,0,6,37,6,0,0,0,138,57,26,6,19,38,0.311,5.09,1,4,3,0,208,8,27,2,1,4 +accarje01,2012,1,CLE,AL,0,0,26,0,0,0,0,106,38,18,3,16,28,0.288,4.58,1,2,0,0,152,13,19,1,3,5 +accarje01,2012,2,OAK,AL,0,0,1,0,0,0,0,6,4,2,0,0,1,0.444,9.00,0,0,0,0,10,0,2,0,1,0 +aceveal01,2012,1,BOS,AL,2,10,69,0,0,0,25,252,80,50,11,31,75,0.254,5.36,2,3,6,1,361,55,51,2,7,4 +acostma01,2012,1,NYN,NL,1,3,45,0,0,0,1,142,48,34,7,25,46,0.259,6.46,1,2,3,0,216,7,38,1,2,3 +adamsmi03,2012,1,TEX,AL,5,3,61,0,0,0,1,157,56,19,4,17,45,0.269,3.27,1,2,3,0,228,7,21,0,0,5 +adcocna01,2012,1,KCA,AL,0,3,12,2,0,0,0,104,37,9,4,13,22,0.282,2.34,2,0,1,0,148,3,13,1,2,4 +affelje01,2012,1,SFN,NL,1,2,67,0,0,0,3,190,57,19,1,23,57,0.241,2.70,1,5,3,0,267,10,23,4,0,7 +albaljo01,2012,1,ARI,NL,0,0,3,0,0,0,0,9,5,3,1,0,2,0.385,9.00,0,0,1,1,15,0,3,0,1,0 +alberma01,2012,1,BOS,AL,2,0,40,0,0,0,0,118,30,10,6,15,25,0.216,2.29,3,0,1,0,157,8,14,0,2,7 +alberma01,2012,2,ARI,NL,1,1,23,0,0,0,0,63,16,6,3,7,19,0.213,2.57,0,1,1,0,84,4,7,1,0,2 +albural01,2012,1,DET,AL,0,0,8,0,0,0,0,40,6,1,0,8,18,0.133,0.68,0,0,0,1,53,0,1,0,0,1 +allenco01,2012,1,CLE,AL,0,1,27,0,0,0,0,87,29,12,2,15,27,0.266,3.72,0,0,0,0,126,9,12,1,1,3 +alvarhe01,2012,1,TOR,AL,9,14,31,31,1,1,0,562,216,101,29,54,79,0.290,4.85,2,3,3,1,807,0,110,2,4,30 +ambrihe01,2012,1,HOU,NL,1,1,18,0,0,0,0,58,14,9,0,11,22,0.206,4.19,2,4,2,0,83,2,9,2,0,2 +anderbr04,2012,1,OAK,AL,4,2,6,6,0,0,0,105,29,10,1,7,25,0.225,2.57,1,1,1,0,137,0,11,0,0,3 +archech01,2012,1,TBA,AL,1,3,6,4,0,0,0,88,23,15,3,13,36,0.215,4.60,0,2,1,0,122,1,17,1,0,3 +arredjo01,2012,1,CIN,NL,6,2,66,0,0,0,1,183,50,20,7,34,62,0.225,2.95,2,0,1,2,263,17,26,2,4,3 +arrieja01,2012,1,BAL,AL,3,9,24,18,0,0,0,344,122,79,16,35,109,0.272,6.20,3,4,5,0,496,1,82,3,4,8 +arroybr01,2012,1,CIN,NL,12,10,32,32,1,1,0,606,209,84,26,35,129,0.267,3.74,1,3,5,0,835,0,86,7,6,12 +atchisc01,2012,1,BOS,AL,2,1,42,0,0,0,0,154,42,9,2,9,36,0.223,1.58,3,2,0,0,200,7,10,1,2,6 +aumonph01,2012,1,PHI,NL,0,1,18,0,0,0,2,44,10,6,0,9,14,0.189,3.68,1,2,1,0,65,3,6,2,0,0 +avilalu01,2012,1,ATL,NL,1,0,31,0,0,0,0,108,27,8,1,10,33,0.211,2.00,1,3,1,1,142,2,9,3,0,3 +axelrdy01,2012,1,CHA,AL,2,2,14,7,0,0,0,153,56,31,8,21,40,0.275,5.47,0,1,4,0,231,4,32,0,2,2 +axforjo01,2012,1,MIL,NL,5,8,75,0,0,0,35,208,61,36,10,39,93,0.229,4.67,2,10,2,0,310,54,42,1,2,4 +ayalalu01,2012,1,BAL,AL,5,5,66,0,0,0,1,225,81,22,7,14,51,0.272,2.64,3,2,4,0,320,15,27,2,2,6 +badenbu01,2012,1,TBA,AL,3,2,66,0,0,0,0,187,63,21,6,12,42,0.259,3.03,5,1,1,0,262,14,24,2,4,9 +bailean01,2012,1,BOS,AL,1,1,19,0,0,0,6,46,21,12,2,8,14,0.318,7.04,2,0,0,1,74,13,12,0,0,0 +baileho02,2012,1,CIN,NL,13,10,33,33,2,1,0,624,206,85,26,52,168,0.256,3.68,3,3,8,0,874,0,97,5,5,13 +balesco01,2012,1,DET,AL,2,0,11,0,0,0,0,54,14,13,5,11,12,0.209,6.50,1,4,3,0,83,2,14,0,2,1 +balfogr01,2012,1,OAK,AL,3,2,75,0,0,0,24,224,41,21,4,28,72,0.160,2.53,2,2,1,0,289,34,21,0,3,3 +bardda01,2012,1,BOS,AL,5,6,17,10,0,0,0,178,60,41,9,43,38,0.271,6.22,1,1,8,2,277,2,42,2,3,7 +barnesc01,2012,1,CLE,AL,0,0,16,0,0,0,0,57,17,9,1,7,16,0.236,4.26,0,2,3,0,82,3,9,0,0,3 +bassan01,2012,1,SDN,NL,2,8,24,15,1,0,1,291,89,51,10,39,80,0.243,4.73,3,5,1,1,411,3,59,2,2,5 +bastaan01,2012,1,PHI,NL,2,5,65,0,0,0,1,156,40,25,7,26,81,0.207,4.33,3,5,2,0,224,10,26,1,2,3 +batismi01,2012,1,NYN,NL,1,3,30,5,0,0,0,140,53,25,5,31,34,0.290,4.82,0,1,1,0,220,7,28,3,2,3 +batismi01,2012,2,ATL,NL,0,0,5,0,0,0,0,18,5,2,1,2,2,0.227,3.00,1,0,0,0,24,4,2,0,0,0 +bauertr01,2012,1,ARI,NL,1,2,4,4,0,0,0,49,14,11,2,13,17,0.230,6.06,0,2,1,0,77,0,13,1,1,1 +beachbr01,2012,1,ATL,NL,5,5,13,13,1,1,0,243,49,18,6,29,68,0.171,2.00,1,4,1,0,319,0,24,1,2,4 +beatope01,2012,1,NYN,NL,0,0,7,0,0,0,0,13,5,5,1,2,5,0.278,10.38,0,1,0,0,20,2,5,0,0,0 +beatope01,2012,2,BOS,AL,1,0,4,0,0,0,0,23,6,4,0,3,7,0.222,4.70,0,0,1,0,31,0,4,0,0,1 +beavabl01,2012,1,SEA,AL,11,11,26,26,0,0,0,457,168,75,23,24,67,0.281,4.43,0,3,10,0,638,0,76,1,5,15 +beckch01,2012,1,TOR,AL,0,0,14,0,0,0,0,47,21,11,2,5,9,0.318,6.32,0,1,0,1,72,2,12,0,1,3 +beckejo02,2012,1,BOS,AL,5,11,21,21,0,0,0,382,131,74,16,38,94,0.266,5.23,2,4,5,0,547,0,75,3,8,7 +beckejo02,2012,2,LAN,NL,2,3,7,7,0,0,0,129,43,14,5,14,38,0.257,2.93,4,1,0,0,183,0,16,2,0,2 +bedarer01,2012,1,PIT,NL,7,14,24,24,0,0,0,377,129,70,14,56,118,0.263,5.01,2,1,3,1,557,0,76,5,2,11 +belisma01,2012,1,COL,NL,3,8,80,0,0,0,3,240,91,33,5,18,69,0.282,3.71,6,1,3,1,348,14,36,4,0,8 +belisro01,2012,1,LAN,NL,8,1,68,0,0,0,1,213,47,20,3,29,69,0.187,2.54,4,1,4,0,286,13,22,1,0,6 +belivje01,2012,1,CHN,NL,1,0,22,0,0,0,0,53,21,9,5,12,17,0.292,4.58,1,1,1,1,86,4,9,1,0,0 +bellhe01,2012,1,MIA,NL,4,5,73,0,0,0,19,191,70,36,5,29,59,0.282,5.09,3,2,2,0,286,41,38,2,4,6 +belowdu01,2012,1,DET,AL,2,1,27,1,0,0,0,139,49,20,6,8,29,0.280,3.88,0,1,1,1,189,7,25,2,3,7 +benoijo01,2012,1,DET,AL,5,3,73,0,0,0,2,213,59,29,14,22,84,0.228,3.68,2,2,1,0,288,18,31,3,3,5 +bergebr02,2012,1,ARI,NL,2,1,19,0,0,0,0,89,29,12,2,7,18,0.266,3.64,0,2,1,0,121,5,14,3,1,7 +berkeja01,2012,1,BAL,AL,0,0,1,0,0,0,0,3,6,2,2,1,0,0.667,18.00,0,0,0,0,10,1,7,0,0,1 +berkeja01,2012,2,CHN,NL,0,3,4,4,0,0,0,56,23,10,3,6,11,0.303,4.82,0,1,1,0,85,0,14,1,1,1 +betanra01,2012,1,COL,NL,1,4,60,0,0,0,31,173,53,18,6,12,57,0.241,2.81,4,0,0,1,236,53,19,2,2,3 +billich01,2012,1,LAN,NL,10,9,25,25,0,0,0,449,148,59,11,45,128,0.257,3.55,2,5,5,0,634,0,66,6,3,8 +blackni01,2012,1,MIN,AL,4,9,19,19,0,0,0,296,143,81,23,26,42,0.340,7.39,0,2,1,0,456,0,81,2,6,8 +blacktr01,2012,1,SFN,NL,0,0,4,0,0,0,0,15,7,5,0,2,2,0.333,9.00,0,1,0,0,25,1,6,2,0,0 +blacktr01,2012,2,OAK,AL,6,4,24,15,0,0,0,308,91,44,10,30,69,0.238,3.86,1,6,3,3,419,5,47,1,3,8 +blantjo01,2012,1,PHI,NL,8,9,21,20,2,1,0,400,141,68,22,18,115,0.266,4.59,2,4,3,0,560,1,74,6,3,5 +blantjo01,2012,2,LAN,NL,2,4,10,10,0,0,0,173,66,32,7,16,51,0.291,4.99,3,1,0,0,246,0,32,2,1,5 +blevije01,2012,1,OAK,AL,5,1,63,0,0,0,1,196,45,18,7,25,54,0.201,2.48,5,2,5,0,261,17,20,5,2,5 +boggsmi01,2012,1,SLN,NL,4,1,78,0,0,0,0,220,56,18,5,21,58,0.211,2.21,3,0,4,0,296,12,20,6,0,9 +bogusbr01,2012,1,HOU,NL,0,0,1,0,0,0,0,3,3,2,1,0,0,0.429,18.00,0,0,0,0,7,1,2,0,0,0 +bowdemi01,2012,1,BOS,AL,0,0,2,0,0,0,0,9,2,1,1,1,3,0.200,3.00,0,0,0,0,11,2,1,0,0,1 +bowdemi01,2012,2,CHN,NL,0,0,30,0,0,0,0,110,30,12,4,16,29,0.227,2.95,1,1,1,0,154,11,12,2,2,2 +boxbebr01,2012,1,SDN,NL,0,0,24,0,0,0,0,83,22,8,3,18,33,0.222,2.60,1,0,2,0,120,4,12,0,1,3 +brachbr01,2012,1,SDN,NL,2,4,67,0,0,0,0,200,50,28,11,33,75,0.207,3.78,7,4,2,0,280,13,28,1,3,2 +braybi01,2012,1,CIN,NL,0,0,14,0,0,0,0,26,6,5,2,14,7,0.222,5.19,0,0,0,0,43,2,5,0,2,1 +breslcr01,2012,1,ARI,NL,2,0,40,0,0,0,0,130,38,13,5,13,42,0.233,2.70,0,1,1,0,180,12,15,2,1,3 +breslcr01,2012,2,BOS,AL,1,0,23,0,0,0,0,60,14,6,0,9,19,0.206,2.70,2,1,1,0,81,4,7,1,2,3 +brittza01,2012,1,BAL,AL,5,3,12,11,0,0,0,181,61,34,6,32,53,0.260,5.07,3,4,2,0,270,0,37,0,1,5 +brothre01,2012,1,COL,NL,8,2,75,0,0,0,0,203,63,29,5,37,83,0.251,3.86,7,5,1,1,295,10,33,3,3,6 +brownba01,2012,1,SLN,NL,1,3,22,0,0,0,0,58,18,11,2,7,11,0.247,5.12,0,1,0,1,84,4,11,2,2,0 +broxtjo01,2012,1,KCA,AL,1,2,35,0,0,0,23,107,36,9,1,14,25,0.273,2.27,0,0,2,0,151,32,11,2,1,5 +broxtjo01,2012,2,CIN,NL,3,3,25,0,0,0,4,67,20,7,1,3,20,0.241,2.82,0,0,1,0,87,7,7,0,0,4 +brummty01,2012,1,PHI,NL,0,0,1,0,0,0,0,2,2,0,0,0,2,0.500,0.00,0,0,0,0,4,1,0,0,0,0 +brunebr01,2012,1,CHA,AL,1,0,1,0,0,0,0,3,0,0,0,2,2,0.000,0.00,0,0,0,0,5,1,0,0,0,0 +buchhcl01,2012,1,BOS,AL,11,8,29,29,2,1,0,568,187,96,25,64,129,0.263,4.56,2,2,12,2,802,0,104,5,9,27 +buehrma01,2012,1,MIA,NL,13,13,31,31,1,0,0,607,197,84,26,40,125,0.258,3.74,3,2,4,0,828,0,88,14,7,17 +buenofr01,2012,1,KCA,AL,1,1,18,0,0,0,0,52,16,3,0,2,7,0.246,1.56,1,0,1,0,69,6,4,0,1,3 +bumgama01,2012,1,SFN,NL,16,11,32,32,2,1,0,625,183,78,23,49,191,0.234,3.37,6,3,7,2,849,0,87,7,4,17 +bundydy01,2012,1,BAL,AL,0,0,2,0,0,0,0,5,1,0,0,1,0,0.200,0.00,0,0,0,0,6,2,0,0,0,1 +burneaj01,2012,1,PIT,NL,16,10,31,31,1,1,0,607,189,79,18,62,180,0.246,3.51,1,10,9,0,851,0,86,5,8,21 +burneal01,2012,1,MIN,AL,4,4,67,0,0,0,0,215,71,28,4,26,36,0.257,3.52,5,6,3,0,309,18,33,2,2,7 +burnese01,2012,1,WAS,NL,1,2,70,0,0,0,2,170,58,15,4,12,57,0.262,2.38,3,2,3,0,239,16,16,1,2,5 +burnsco01,2012,1,SDN,NL,0,1,17,0,0,0,0,54,26,11,1,10,18,0.321,5.50,1,1,1,0,92,9,11,0,0,0 +burtoja01,2012,1,MIN,AL,3,2,64,0,0,0,5,186,41,15,5,16,55,0.186,2.18,1,0,5,0,245,12,21,2,1,4 +buterdr01,2012,1,MIN,AL,0,0,1,0,0,0,0,3,0,0,0,1,1,0.000,0.00,0,1,0,0,4,1,0,0,0,0 +byrdati01,2012,1,NYN,NL,2,2,56,0,0,0,0,92,18,15,2,18,34,0.180,4.40,5,0,1,0,125,4,16,4,2,2 +cabreal03,2012,1,CHN,NL,1,1,25,0,0,0,0,65,16,13,1,18,27,0.205,5.40,1,5,1,0,99,6,15,1,1,1 +cabreed01,2012,1,COL,NL,0,2,2,2,0,0,0,17,9,7,3,7,5,0.346,11.12,1,0,0,0,33,0,9,0,0,1 +cahiltr01,2012,1,ARI,NL,13,12,32,32,2,1,0,600,184,84,16,74,156,0.250,3.78,0,10,11,2,839,0,93,12,6,23 +cainma01,2012,1,SFN,NL,16,5,32,32,2,2,0,658,177,68,21,51,193,0.222,2.79,1,8,9,0,876,0,73,11,9,14 +campsh01,2012,1,CHN,NL,3,6,80,0,0,0,2,233,79,31,7,21,54,0.261,3.59,4,1,0,0,327,21,32,1,2,6 +cappsca01,2012,1,SEA,AL,0,0,18,0,0,0,0,75,25,11,0,11,28,0.260,3.96,0,1,0,0,109,2,11,1,1,1 +cappsma01,2012,1,MIN,AL,1,4,30,0,0,0,14,88,28,12,5,4,18,0.241,3.68,1,3,0,0,120,29,13,0,0,2 +capuach01,2012,1,LAN,NL,12,12,33,33,0,0,0,595,188,82,25,54,162,0.254,3.72,4,6,2,0,817,0,91,16,4,16 +carigan01,2012,1,OAK,AL,1,1,11,0,0,0,0,29,8,5,0,10,8,0.242,4.66,0,1,0,0,44,5,5,1,0,3 +carmofa01,2012,1,CLE,AL,0,3,3,3,0,0,0,43,17,12,4,3,2,0.304,7.53,0,1,1,0,62,0,15,0,2,1 +carpean01,2012,1,TOR,AL,0,0,6,0,0,0,0,27,7,5,4,6,9,0.206,5.00,0,1,0,0,40,4,5,0,0,0 +carpech01,2012,1,SLN,NL,0,2,3,3,0,0,0,51,16,7,2,3,12,0.242,3.71,0,0,2,0,72,0,7,1,0,1 +carpech02,2012,1,BOS,AL,1,0,8,0,0,0,0,18,7,6,1,10,2,0.318,9.00,2,2,0,0,34,3,6,2,0,2 +carpeda01,2012,1,HOU,NL,0,2,30,0,0,0,0,89,43,20,4,14,27,0.341,6.07,3,2,1,0,143,8,21,2,0,3 +carpeda01,2012,2,TOR,AL,0,0,3,0,0,0,0,8,8,9,1,2,4,0.471,30.38,1,0,1,0,20,1,10,0,0,0 +carpeda02,2012,1,LAA,AL,1,2,28,0,0,0,0,119,42,21,6,17,28,0.276,4.76,0,2,0,0,172,12,21,1,1,4 +carradj01,2012,1,NYN,NL,0,0,4,0,0,0,0,11,6,3,2,0,3,0.353,7.36,0,1,1,0,18,3,3,0,0,0 +carrejo01,2012,1,TOR,AL,0,2,11,2,0,0,0,66,22,15,7,14,16,0.265,6.14,0,0,0,0,97,3,15,0,0,1 +carsoro01,2012,1,NYN,NL,0,0,17,0,0,0,0,40,13,7,2,4,5,0.260,4.73,0,0,2,0,57,2,7,1,0,2 +cashnan01,2012,1,SDN,NL,3,4,33,5,0,0,0,139,42,22,5,19,52,0.244,4.27,1,2,1,0,196,5,23,3,1,2 +cassebo01,2012,1,LAA,AL,1,0,4,0,0,0,0,15,5,4,2,6,2,0.263,7.20,1,0,1,0,29,0,4,1,2,0 +castile01,2012,1,CHN,NL,0,1,13,0,0,0,0,48,24,14,2,12,13,0.343,7.88,0,2,3,0,88,2,16,2,1,0 +cecilbr01,2012,1,TOR,AL,2,4,21,9,0,0,0,184,70,39,11,23,51,0.294,5.72,0,0,3,0,270,2,40,3,3,8 +cedenxa01,2012,1,HOU,NL,0,1,44,0,0,0,1,93,30,13,3,14,36,0.254,3.77,1,3,1,0,138,12,15,2,3,1 +chacijh01,2012,1,COL,NL,3,5,14,14,0,0,0,207,80,34,10,32,45,0.288,4.43,0,3,2,0,314,0,35,1,1,5 +chambjo03,2012,1,NYA,AL,1,0,22,0,0,0,0,62,26,10,3,6,22,0.302,4.35,2,0,2,0,95,5,11,0,1,1 +chapmar01,2012,1,CIN,NL,5,5,68,0,0,0,38,215,35,12,4,23,122,0.141,1.51,0,4,4,0,276,52,13,0,1,2 +chapmja02,2012,1,CHN,NL,0,1,14,0,0,0,0,36,8,5,0,10,12,0.200,3.75,2,0,0,0,50,5,5,0,0,1 +chatwty01,2012,1,COL,NL,5,6,19,12,0,0,1,194,74,39,9,33,41,0.290,5.43,2,4,0,0,294,3,43,4,2,6 +chaveje01,2012,1,TOR,AL,1,1,9,2,0,0,0,64,25,20,6,10,27,0.281,8.44,1,0,2,0,102,2,22,0,1,0 +chaveje01,2012,2,OAK,AL,0,0,4,0,0,0,0,10,9,7,1,1,3,0.474,18.90,0,1,1,0,21,1,7,0,0,0 +chenbr01,2012,1,KCA,AL,11,14,34,34,0,0,0,575,215,108,33,47,140,0.281,5.07,3,5,8,0,827,0,114,3,5,11 +chenwe02,2012,1,BAL,AL,12,11,32,32,0,0,0,578,186,86,29,57,154,0.250,4.02,0,2,5,1,818,0,97,5,8,10 +choatra01,2012,1,MIA,NL,0,0,44,0,0,0,1,76,16,7,0,9,27,0.178,2.49,0,2,3,0,104,4,11,1,1,3 +choatra01,2012,2,LAN,NL,0,0,36,0,0,0,0,40,13,6,1,9,11,0.255,4.05,3,0,2,0,64,0,7,1,1,0 +chulkvi01,2012,1,MIL,NL,1,0,7,0,0,0,0,27,17,10,0,4,10,0.386,10.00,1,0,0,0,48,4,10,0,0,0 +cingrto01,2012,1,CIN,NL,0,0,3,0,0,0,0,15,4,1,1,2,9,0.200,1.80,0,0,0,0,22,1,1,0,0,0 +cishest01,2012,1,MIA,NL,5,2,68,0,0,0,15,191,54,19,3,29,68,0.230,2.69,6,1,6,1,275,36,26,3,2,9 +cletoma01,2012,1,SLN,NL,0,0,9,0,0,0,0,27,13,7,4,2,15,0.342,7.00,0,0,1,0,41,2,7,0,0,0 +clippty01,2012,1,WAS,NL,2,6,74,0,0,0,32,218,55,30,7,29,84,0.204,3.72,2,5,2,0,307,42,32,3,4,1 +cloydty01,2012,1,PHI,NL,2,2,6,6,0,0,0,99,33,18,8,7,30,0.260,4.91,0,0,2,0,138,0,18,2,0,3 +cobbal01,2012,1,TBA,AL,11,9,23,23,2,1,0,409,130,61,11,40,106,0.254,4.03,2,8,9,1,569,0,67,3,6,15 +coellro01,2012,1,TOR,AL,0,1,6,0,0,0,0,19,10,9,2,4,11,0.357,12.79,0,0,1,0,33,1,9,0,0,0 +coffeto01,2012,1,LAN,NL,1,0,23,0,0,0,0,58,17,10,1,9,18,0.239,4.66,1,1,2,0,83,5,11,0,1,2 +cokeph01,2012,1,DET,AL,2,3,66,0,0,0,1,162,71,24,5,18,51,0.324,4.00,4,3,1,0,245,11,28,5,2,5 +colemca01,2012,1,CHN,NL,0,2,17,1,0,0,0,73,37,20,5,12,16,0.349,7.40,0,1,0,0,119,5,20,1,0,2 +colemlo01,2012,1,KCA,AL,0,0,42,0,0,0,0,153,41,21,10,26,65,0.219,3.71,3,1,1,0,217,18,23,3,0,1 +colliti01,2012,1,KCA,AL,5,4,72,0,0,0,0,209,55,26,8,34,93,0.216,3.36,8,3,2,0,295,9,29,3,1,4 +collmjo01,2012,1,ARI,NL,5,3,28,11,0,0,0,271,92,37,13,22,80,0.264,3.69,2,1,0,0,375,7,39,5,0,4 +colonba01,2012,1,OAK,AL,10,9,24,24,0,0,0,457,161,58,17,23,91,0.266,3.43,3,0,1,0,636,0,62,3,4,14 +colonro01,2012,1,KCA,AL,0,0,3,0,0,0,0,24,12,6,0,3,3,0.353,6.75,0,1,0,0,37,0,6,0,0,2 +contrjo01,2012,1,PHI,NL,1,0,17,0,0,0,0,41,13,8,1,3,15,0.255,5.27,0,0,1,0,56,3,10,0,1,2 +cookaa01,2012,1,BOS,AL,4,11,18,18,1,1,0,282,117,59,15,21,20,0.304,5.65,1,2,1,0,411,0,68,2,2,13 +cookry01,2012,1,OAK,AL,6,2,71,0,0,0,14,220,42,17,4,27,80,0.166,2.09,4,4,4,0,288,23,18,3,1,7 +corbipa01,2012,1,ARI,NL,6,8,22,17,0,0,1,321,117,54,14,25,86,0.280,4.54,2,1,4,0,454,3,56,2,5,10 +cordefr01,2012,1,TOR,AL,3,5,41,0,0,0,2,103,48,22,7,14,26,0.340,5.77,3,4,1,0,160,17,24,4,0,4 +cordefr01,2012,2,HOU,NL,0,3,6,0,0,0,0,15,13,11,2,4,5,0.481,19.80,1,1,1,0,32,1,11,0,0,1 +corpama01,2012,1,CHN,NL,0,2,48,0,0,0,0,140,50,26,7,16,28,0.273,5.01,3,1,5,0,205,11,27,1,0,6 +correke01,2012,1,PIT,NL,12,11,32,28,0,0,0,513,176,80,20,46,89,0.267,4.21,2,2,3,0,728,0,89,14,7,12 +crainje01,2012,1,CHA,AL,2,3,51,0,0,0,0,144,29,13,5,23,60,0.171,2.44,1,4,1,0,194,6,14,0,0,1 +crawfev01,2012,1,TOR,AL,0,0,10,0,0,0,0,24,10,6,3,4,5,0.333,6.75,1,0,1,1,36,3,6,1,0,1 +crosbca01,2012,1,DET,AL,1,1,3,3,0,0,0,37,15,13,2,11,9,0.313,9.49,0,1,0,0,59,0,13,0,0,4 +crowaa01,2012,1,KCA,AL,3,1,73,0,0,0,2,194,54,25,4,22,65,0.231,3.48,2,4,1,0,260,20,27,1,2,8 +cruzju02,2012,1,PIT,NL,1,1,43,0,0,0,3,107,39,11,3,19,33,0.289,2.78,0,1,3,0,162,11,12,2,3,2 +cruzrh01,2012,1,HOU,NL,1,1,52,0,0,0,0,165,65,37,8,29,46,0.297,6.05,0,3,2,0,253,26,38,1,2,6 +cuetojo01,2012,1,CIN,NL,19,9,33,33,2,0,0,651,205,67,15,49,170,0.252,2.78,5,1,12,3,888,0,73,6,6,14 +danksjo01,2012,1,CHA,AL,3,4,9,9,0,0,0,161,57,34,7,23,30,0.273,5.70,0,5,1,0,238,0,35,3,2,5 +darviyu01,2012,1,TEX,AL,16,9,29,29,0,0,0,574,156,83,14,89,221,0.220,3.90,1,8,10,0,816,0,89,2,7,12 +davisch02,2012,1,BAL,AL,1,0,1,0,0,0,0,6,2,0,0,1,2,0.286,0.00,0,0,0,0,8,1,0,0,0,1 +daviswa01,2012,1,TBA,AL,3,0,54,0,0,0,0,211,48,19,5,29,87,0.189,2.43,2,2,0,0,284,15,20,0,1,4 +dedunsa01,2012,1,MIN,AL,6,5,15,15,0,0,0,237,69,39,10,53,57,0.241,4.44,0,5,5,0,347,0,40,1,2,12 +defraju01,2012,1,PHI,NL,0,0,13,0,0,0,0,32,7,4,0,5,8,0.179,3.38,1,1,0,0,44,2,5,0,0,1 +delabst01,2012,1,SEA,AL,2,1,34,0,0,0,0,110,23,17,9,11,46,0.177,4.17,1,3,5,0,148,11,17,2,0,2 +delabst01,2012,2,TOR,AL,2,2,27,0,0,0,0,88,23,11,3,15,46,0.213,3.38,0,3,0,0,126,1,12,1,2,1 +delarda01,2012,1,TBA,AL,0,0,5,0,0,0,0,15,7,7,2,2,5,0.350,12.60,0,0,0,0,22,5,7,0,0,1 +delarjo01,2012,1,COL,NL,0,2,3,3,0,0,0,32,17,11,5,2,6,0.340,9.28,0,2,0,0,53,0,14,1,0,0 +delarru01,2012,1,LAN,NL,0,0,1,0,0,0,0,2,0,2,0,2,0,0.000,27.00,0,0,0,0,4,0,2,0,0,0 +delgara01,2012,1,ATL,NL,4,9,18,17,0,0,0,278,89,45,8,42,76,0.256,4.37,4,5,4,1,401,0,48,5,3,8 +delosfa01,2012,1,OAK,AL,0,0,6,0,0,0,0,9,7,1,0,3,3,0.412,3.00,0,1,0,0,20,2,2,0,0,0 +delroen01,2012,1,HOU,NL,0,0,19,0,0,0,0,57,34,19,1,7,11,0.395,9.00,0,0,2,0,97,3,21,0,2,2 +demelsa01,2012,1,ARI,NL,0,1,1,0,0,0,0,3,2,1,0,1,0,0.500,9.00,1,0,0,0,6,1,1,1,0,0 +dempsry01,2012,1,CHN,NL,5,5,16,16,0,0,0,312,81,26,9,27,83,0.210,2.25,0,0,1,1,417,0,28,2,1,4 +dempsry01,2012,2,TEX,AL,7,3,12,12,0,0,0,207,74,39,10,25,70,0.276,5.09,0,2,1,0,300,0,43,3,3,4 +detwiro01,2012,1,WAS,NL,10,8,33,27,0,0,0,493,149,62,15,52,105,0.241,3.40,0,4,5,1,686,1,75,8,3,14 +devrico01,2012,1,MIN,AL,5,5,17,16,0,0,0,263,88,40,16,18,58,0.252,4.11,0,1,4,0,375,1,48,4,0,5 +diamosc01,2012,1,MIN,AL,12,9,27,27,1,1,0,519,184,68,17,31,90,0.274,3.54,2,10,4,0,714,0,76,3,5,26 +dickera01,2012,1,NYN,NL,20,6,34,33,5,3,0,701,192,71,24,54,230,0.226,2.73,2,4,9,1,927,1,78,9,7,25 +dicksbr01,2012,1,SLN,NL,0,0,4,0,0,0,0,19,10,5,2,2,6,0.333,7.11,0,0,0,0,32,2,7,0,0,0 +diekmja01,2012,1,PHI,NL,1,1,32,0,0,0,0,82,25,12,1,20,35,0.234,3.95,3,1,3,0,131,7,17,1,0,1 +dillati01,2012,1,MIL,NL,0,2,34,0,0,0,0,111,45,18,3,14,29,0.302,4.38,2,0,1,0,166,15,21,2,0,5 +dolisra01,2012,1,CHN,NL,2,4,34,0,0,0,4,114,40,27,5,23,24,0.278,6.39,1,1,3,0,173,15,29,2,1,8 +doolise01,2012,1,OAK,AL,2,1,44,0,0,0,1,142,40,16,3,11,60,0.227,3.04,1,0,0,0,191,7,18,2,2,1 +doteloc01,2012,1,DET,AL,5,3,57,0,0,0,1,174,50,23,3,12,62,0.230,3.57,4,2,1,0,234,15,23,2,2,2 +doubrfe01,2012,1,BOS,AL,11,10,29,29,0,0,0,483,162,87,24,71,167,0.259,4.86,0,5,5,0,709,0,95,1,6,9 +downsda02,2012,1,DET,AL,2,1,18,0,0,0,0,62,18,8,1,9,20,0.237,3.48,2,1,1,0,86,5,8,0,0,2 +downssc01,2012,1,LAA,AL,1,1,57,0,0,0,9,137,43,16,3,17,32,0.246,3.15,2,1,0,0,194,11,17,0,2,3 +drabeky01,2012,1,TOR,AL,4,7,13,13,0,0,0,214,67,37,10,47,47,0.250,4.67,0,7,1,0,317,0,41,0,1,12 +duensbr01,2012,1,MIN,AL,4,12,55,11,0,0,0,327,126,62,10,27,69,0.288,5.12,3,5,2,0,472,8,71,2,3,15 +duffyda01,2012,1,KCA,AL,2,2,6,6,0,0,0,83,26,12,2,18,28,0.252,3.90,1,0,0,1,121,0,13,0,0,3 +dukeza01,2012,1,WAS,NL,1,0,8,0,0,0,0,41,11,2,0,4,10,0.212,1.32,0,0,0,0,56,3,2,0,0,0 +dunnmi01,2012,1,MIA,NL,0,3,60,0,0,0,1,132,49,24,3,29,47,0.283,4.91,8,2,0,0,208,8,31,2,4,3 +durbich01,2012,1,ATL,NL,4,1,76,0,0,0,1,183,52,21,9,28,49,0.231,3.10,3,1,0,0,257,19,25,2,2,4 +dysonsa01,2012,1,TOR,AL,0,0,2,0,0,0,0,2,4,3,0,2,1,0.667,40.50,0,0,0,0,8,0,3,0,0,0 +edginjo01,2012,1,NYN,NL,1,2,34,0,0,0,0,77,19,13,5,10,30,0.204,4.56,0,0,2,0,107,6,14,2,0,3 +edlefst01,2012,1,SFN,NL,0,1,14,0,0,0,0,46,20,8,1,6,9,0.317,4.70,0,0,0,0,69,6,8,0,0,3 +egberja01,2012,1,NYN,NL,0,0,1,0,0,0,0,2,0,0,0,0,0,0.000,0.00,0,0,0,0,2,1,0,0,0,0 +ekstrmi01,2012,1,COL,NL,0,0,15,0,0,0,0,47,21,11,1,2,9,0.328,6.32,0,0,0,0,72,5,11,3,3,1 +elbersc01,2012,1,LAN,NL,1,1,43,0,0,0,0,98,27,8,3,13,29,0.231,2.20,1,3,1,0,133,12,8,0,2,3 +elyjo01,2012,1,LAN,NL,0,2,2,0,0,0,0,8,6,6,0,4,3,0.462,20.25,2,0,1,0,19,1,6,1,0,0 +enrigba01,2012,1,LAA,AL,0,0,3,0,0,0,0,11,7,6,1,1,0,0.368,14.73,0,0,0,0,20,2,6,0,0,0 +eovalna01,2012,1,LAN,NL,1,6,10,10,0,0,0,169,63,26,5,20,34,0.289,4.15,2,1,0,0,241,0,27,0,3,9 +eovalna01,2012,2,MIA,NL,3,7,12,12,0,0,0,189,70,31,5,27,44,0.279,4.43,1,0,3,0,285,0,32,1,3,5 +eppleco01,2012,1,NYA,AL,1,2,59,0,0,0,0,138,46,17,3,17,32,0.266,3.33,2,2,0,0,194,14,19,4,0,7 +escaled01,2012,1,COL,NL,0,1,22,0,0,0,0,67,23,15,5,7,21,0.264,6.04,1,2,1,0,97,6,16,1,1,2 +estrama01,2012,1,MIL,NL,5,7,29,23,0,0,0,415,129,56,18,29,143,0.247,3.64,0,4,0,1,562,0,62,7,3,6 +evelada01,2012,1,BAL,AL,0,1,14,2,0,0,0,97,32,17,3,13,18,0.256,4.73,3,0,5,0,145,6,18,0,2,3 +familje01,2012,1,NYN,NL,0,0,8,1,0,0,0,37,10,8,0,9,10,0.233,5.84,0,0,0,0,52,4,8,0,0,2 +farnsky01,2012,1,TBA,AL,1,6,34,0,0,0,0,81,22,12,1,14,25,0.216,4.00,2,2,1,0,120,8,13,2,1,0 +feldmsc01,2012,1,TEX,AL,6,11,29,21,0,0,0,371,139,70,14,32,96,0.279,5.09,2,2,1,1,536,5,79,0,5,8 +felizne01,2012,1,TEX,AL,3,1,8,7,1,0,0,128,28,15,5,23,37,0.187,3.16,0,0,2,0,175,0,15,0,0,5 +fickch01,2012,1,SLN,NL,0,0,2,0,0,0,0,5,3,1,0,1,0,0.429,5.40,0,0,0,0,9,1,1,1,0,0 +fickch01,2012,2,HOU,NL,0,1,18,0,0,0,0,69,24,11,4,17,17,0.286,4.30,4,4,2,1,107,2,13,2,2,4 +fienca01,2012,1,MIN,AL,2,1,35,0,0,0,0,105,25,8,3,9,32,0.195,2.06,4,0,1,0,141,7,9,1,2,1 +fiersmi01,2012,1,MIL,NL,9,10,23,22,0,0,0,383,125,53,12,36,135,0.254,3.74,0,4,2,0,539,1,56,4,4,5 +fifest01,2012,1,LAN,NL,0,2,5,5,0,0,0,80,25,8,2,12,20,0.255,2.70,0,4,2,0,115,0,8,3,0,1 +figuepe01,2012,1,OAK,AL,0,0,19,0,0,0,0,65,16,8,2,15,14,0.216,3.32,1,2,0,0,89,6,9,0,0,6 +fistedo01,2012,1,DET,AL,10,10,26,26,2,1,0,485,156,62,15,37,137,0.249,3.45,1,1,7,0,673,0,73,3,0,16 +floydga01,2012,1,CHA,AL,12,11,29,29,0,0,0,504,166,80,22,63,144,0.259,4.29,2,8,14,0,724,0,84,3,3,22 +fontwi01,2012,1,TEX,AL,0,0,3,0,0,0,0,6,0,2,0,4,1,0.000,9.00,0,1,0,0,10,0,2,0,0,0 +francfr01,2012,1,NYN,NL,1,3,48,0,0,0,23,127,47,26,5,21,47,0.269,5.53,1,2,0,1,197,38,27,0,1,1 +francje01,2012,1,COL,NL,6,7,24,24,0,0,0,339,145,70,15,22,76,0.316,5.58,5,2,8,0,502,0,71,10,3,9 +frasoja01,2012,1,TOR,AL,1,1,50,0,0,0,0,131,42,20,6,22,53,0.256,4.12,1,5,2,1,191,9,20,1,2,3 +freemsa01,2012,1,SLN,NL,0,2,24,0,0,0,0,60,17,12,2,10,18,0.230,5.40,0,0,1,0,86,7,13,1,0,2 +friedch01,2012,1,COL,NL,5,8,16,16,0,0,0,254,102,58,14,30,74,0.303,6.17,0,8,2,0,377,0,61,6,2,6 +frierer01,2012,1,SDN,NL,1,0,11,0,0,0,0,35,9,3,2,4,18,0.205,2.31,0,0,2,0,50,5,5,0,0,1 +frierer01,2012,2,LAA,AL,4,2,56,0,0,0,23,163,26,14,7,26,80,0.140,2.32,0,1,5,0,219,46,15,1,1,2 +fuentbr01,2012,1,OAK,AL,2,2,26,0,0,0,5,75,30,19,5,10,18,0.291,6.84,0,2,1,0,116,12,19,1,1,0 +fuentbr01,2012,2,SLN,NL,0,0,6,0,0,0,0,15,6,5,1,5,6,0.300,9.00,0,0,0,0,26,2,5,0,1,0 +furbuch01,2012,1,SEA,AL,5,2,48,0,0,0,0,139,28,14,3,16,53,0.174,2.72,4,5,2,0,182,8,15,2,1,1 +galarar01,2012,1,HOU,NL,0,4,5,5,0,0,0,72,28,18,6,18,17,0.286,6.75,1,1,2,1,120,0,20,1,1,1 +gallayo01,2012,1,MIL,NL,16,9,33,33,0,0,0,612,185,83,26,81,204,0.243,3.66,3,5,0,0,860,0,86,11,6,16 +garcich02,2012,1,WAS,NL,0,0,13,0,0,0,0,38,8,3,2,2,15,0.186,2.13,0,1,2,0,48,2,3,1,0,1 +garcifr02,2012,1,NYA,AL,7,6,30,17,0,0,0,322,112,62,18,35,89,0.270,5.20,2,10,3,1,461,10,64,4,4,7 +garcija01,2012,1,SFN,NL,7,6,73,0,0,0,25,190,55,20,8,22,55,0.224,2.84,4,1,2,0,272,37,24,2,1,2 +garcija02,2012,1,SLN,NL,7,7,20,20,0,0,0,365,136,53,7,30,98,0.289,3.92,1,12,0,1,515,0,58,8,7,17 +garzama01,2012,1,CHN,NL,5,7,18,18,0,0,0,311,90,45,15,32,96,0.236,3.91,0,1,4,0,424,0,48,5,1,12 +gaudich01,2012,1,MIA,NL,4,2,46,0,0,0,0,208,72,35,6,26,57,0.274,4.54,5,3,3,1,302,11,39,8,2,5 +gearrco01,2012,1,ATL,NL,0,1,22,0,0,0,0,60,17,4,1,5,20,0.233,1.80,0,2,2,0,80,7,4,0,0,5 +geedi01,2012,1,NYN,NL,6,7,17,17,0,0,0,329,108,50,12,29,97,0.256,4.10,0,0,6,1,463,0,56,2,3,9 +geltzst01,2012,1,LAA,AL,0,0,2,0,0,0,0,6,2,1,0,3,1,0.286,4.50,0,0,0,0,11,2,1,0,1,0 +gentrcr01,2012,1,TEX,AL,0,0,1,0,0,0,0,3,3,2,0,1,0,0.500,18.00,0,0,0,0,7,1,2,0,0,0 +germaju01,2012,1,BOS,AL,0,0,1,0,0,0,0,17,5,0,0,2,7,0.227,0.00,0,1,0,0,24,1,0,0,0,0 +germaju01,2012,2,CHN,NL,2,10,13,12,0,0,0,192,81,48,7,19,45,0.309,6.75,2,4,7,0,296,0,52,5,3,6 +godfrgr01,2012,1,OAK,AL,0,4,5,4,0,0,0,63,26,15,4,10,10,0.317,6.43,0,0,3,0,98,1,18,0,3,1 +gomesbr01,2012,1,TBA,AL,2,2,15,0,0,0,0,53,16,10,2,12,15,0.235,5.09,3,1,2,0,83,4,12,0,1,2 +gomezje01,2012,1,CLE,AL,5,8,20,17,0,0,0,272,95,60,15,34,47,0.273,5.96,5,2,4,0,395,1,66,2,7,11 +gonzaed01,2012,1,HOU,NL,3,1,6,6,0,0,0,75,23,14,3,8,18,0.240,5.04,0,1,0,0,105,0,14,1,0,1 +gonzagi01,2012,1,WAS,NL,21,8,32,32,2,1,0,598,149,64,9,76,207,0.206,2.89,3,10,5,1,822,0,69,9,7,9 +gonzami02,2012,1,WAS,NL,0,0,47,0,0,0,0,107,31,12,2,16,39,0.237,3.03,0,2,0,1,151,13,14,3,1,3 +gonzami03,2012,1,BAL,AL,9,4,18,15,0,0,0,316,92,38,13,35,77,0.235,3.25,2,3,5,2,434,0,38,1,2,8 +gorzeto01,2012,1,WAS,NL,4,2,45,1,0,0,1,216,65,23,7,30,62,0.242,2.88,1,4,2,0,306,11,27,3,2,9 +grayje02,2012,1,MIN,AL,6,1,49,0,0,0,0,156,58,33,9,22,26,0.278,5.71,0,5,4,1,236,11,34,0,1,5 +gregelu01,2012,1,SDN,NL,2,0,77,0,0,0,9,215,57,19,7,21,72,0.215,2.39,3,3,3,0,294,15,19,5,0,4 +greggke01,2012,1,BAL,AL,3,2,40,0,0,0,0,131,50,24,6,24,37,0.291,4.95,2,0,3,0,200,13,26,0,1,6 +greinza01,2012,1,MIL,NL,9,3,21,21,0,0,0,369,120,47,7,28,122,0.254,3.44,0,4,0,0,504,0,49,3,0,10 +greinza01,2012,2,LAA,AL,6,2,13,13,0,0,0,268,80,35,11,26,78,0.242,3.53,0,4,2,0,364,0,35,4,2,7 +griffaj01,2012,1,OAK,AL,7,1,15,15,0,0,0,247,74,28,10,19,64,0.236,3.06,0,0,1,0,336,0,29,0,2,2 +grillja01,2012,1,PIT,NL,1,6,64,0,0,0,2,176,45,19,7,22,90,0.207,2.91,4,0,2,0,244,11,20,2,1,1 +grimmju01,2012,1,TEX,AL,1,1,5,2,0,0,0,42,22,14,1,3,13,0.367,9.00,0,3,0,0,65,3,14,0,2,0 +guerrja01,2012,1,LAN,NL,2,3,45,0,0,0,8,135,44,13,1,23,37,0.265,2.60,5,1,1,0,196,17,13,4,2,6 +guerrma02,2012,1,LAN,NL,0,2,16,0,0,0,0,42,8,6,3,7,9,0.174,3.86,1,0,1,0,56,2,6,1,1,1 +guthrje01,2012,1,COL,NL,3,9,19,15,0,0,0,272,122,64,21,31,45,0.324,6.35,2,1,7,1,422,0,72,5,3,10 +guthrje01,2012,2,KCA,AL,5,3,14,14,0,0,0,273,84,32,9,19,56,0.248,3.16,0,1,2,1,366,0,37,3,3,5 +hackeer01,2012,1,SFN,NL,0,1,4,1,0,0,0,29,14,6,2,2,8,0.333,5.59,1,0,1,0,45,2,6,0,0,0 +hagadni01,2012,1,CLE,AL,1,0,27,0,0,0,1,76,26,18,4,15,26,0.263,6.39,0,2,0,0,116,10,18,0,2,1 +hallaro01,2012,1,PHI,NL,11,8,25,25,0,0,0,469,155,78,18,36,132,0.261,4.49,0,2,5,0,646,0,78,5,6,10 +hamelco01,2012,1,PHI,NL,17,6,31,31,2,2,0,646,190,73,24,52,216,0.237,3.05,3,3,3,2,867,0,80,6,4,10 +hammeja01,2012,1,BAL,AL,8,6,20,20,1,1,0,354,104,45,9,42,113,0.234,3.43,2,3,2,0,493,0,48,3,1,8 +hampsju01,2012,1,NYN,NL,0,0,13,0,0,0,0,30,6,2,0,5,4,0.194,1.80,0,0,0,0,37,1,4,1,0,4 +handbr01,2012,1,MIA,NL,0,1,1,1,0,0,0,11,6,7,1,6,3,0.353,17.18,1,0,0,0,23,0,7,0,0,0 +hanrajo01,2012,1,PIT,NL,5,2,63,0,0,0,36,179,40,18,8,36,67,0.187,2.72,0,6,1,0,254,57,18,3,0,2 +hansoto01,2012,1,ATL,NL,13,10,31,31,0,0,0,524,183,87,27,71,161,0.271,4.48,5,6,5,0,761,0,95,8,2,10 +happja01,2012,1,HOU,NL,7,9,18,18,0,0,0,313,112,56,17,39,98,0.275,4.83,0,5,1,0,457,0,58,7,2,8 +happja01,2012,2,TOR,AL,3,2,10,6,0,0,0,121,35,21,2,17,46,0.236,4.69,1,2,1,0,170,3,21,2,2,3 +haranaa01,2012,1,LAN,NL,10,10,31,31,0,0,0,539,167,72,14,85,131,0.246,3.61,10,4,4,0,786,0,85,9,10,13 +harenda01,2012,1,LAA,AL,12,13,30,30,1,1,0,530,190,85,28,38,142,0.275,4.33,3,5,3,1,747,0,95,7,8,15 +harrelu01,2012,1,HOU,NL,11,11,32,32,1,1,0,581,185,81,13,78,140,0.253,3.76,5,10,1,3,827,0,90,8,10,16 +harrima01,2012,1,TEX,AL,18,11,32,32,4,2,0,640,210,78,22,59,133,0.258,3.29,0,2,1,0,876,0,82,1,2,27 +harriwi02,2012,1,COL,NL,1,1,20,0,0,0,0,53,27,16,3,6,19,0.342,8.15,1,4,1,0,89,10,18,2,1,0 +harvema01,2012,1,NYN,NL,3,5,10,10,0,0,0,178,42,18,5,26,70,0.200,2.73,0,3,3,0,245,0,19,3,3,5 +hatchch02,2012,1,MIA,NL,0,0,11,0,0,0,0,44,17,7,3,6,10,0.288,4.30,0,1,1,0,66,7,9,0,0,1 +hawkila01,2012,1,LAA,AL,2,3,48,0,0,0,1,126,45,17,5,13,23,0.280,3.64,1,0,0,0,178,7,20,3,1,3 +heathde01,2012,1,CHA,AL,0,0,3,0,0,0,0,6,1,1,1,1,1,0.167,4.50,0,0,0,0,7,2,1,0,0,1 +hefneje01,2012,1,NYN,NL,4,7,26,13,0,0,0,281,110,53,9,18,62,0.287,5.09,1,7,2,0,408,5,55,4,1,4 +hellije01,2012,1,TBA,AL,10,11,31,31,0,0,0,531,163,61,25,59,124,0.244,3.10,3,5,4,0,741,0,68,4,3,16 +hendeji01,2012,1,MIL,NL,1,3,36,0,0,0,3,92,26,12,1,13,45,0.230,3.52,0,1,1,0,131,6,12,1,3,0 +hendrli01,2012,1,MIN,AL,1,8,16,16,1,0,0,256,106,53,17,26,50,0.305,5.59,3,4,4,0,381,0,61,3,1,10 +henslcl01,2012,1,SFN,NL,4,5,60,0,0,0,3,152,50,26,5,30,42,0.258,4.62,2,1,3,0,234,14,30,4,3,4 +hernada01,2012,1,ARI,NL,2,3,72,0,0,0,4,205,48,19,4,22,98,0.190,2.50,1,4,3,1,278,21,21,0,1,1 +hernafe02,2012,1,SEA,AL,13,9,33,33,5,5,0,696,209,79,14,56,223,0.241,3.06,0,13,12,2,939,0,84,2,2,23 +hernali01,2012,1,ATL,NL,1,1,18,0,0,0,1,93,40,17,5,8,19,0.331,4.94,4,0,0,0,136,8,17,5,2,3 +hernali01,2012,2,MIL,NL,3,0,26,0,0,0,0,109,44,31,10,8,29,0.306,7.68,0,2,1,0,156,9,31,2,1,5 +hernape02,2012,1,CHA,AL,0,1,1,1,0,0,0,12,12,8,3,1,2,0.500,18.00,0,0,0,0,25,0,8,0,0,0 +herndda01,2012,1,PHI,NL,0,1,5,0,0,0,0,23,10,4,1,1,8,0.333,4.70,0,0,0,0,33,2,4,2,0,1 +herreke01,2012,1,KCA,AL,4,3,76,0,0,0,3,253,79,22,4,21,77,0.250,2.35,6,3,2,1,344,10,24,5,0,8 +herrmfr01,2012,1,CLE,AL,0,0,15,0,0,0,0,58,12,5,1,4,14,0.179,2.33,0,0,0,0,71,7,5,0,0,2 +hillri01,2012,1,BOS,AL,1,0,25,0,0,0,0,59,17,4,0,11,21,0.236,1.83,1,0,0,0,83,3,4,0,0,3 +hillsh01,2012,1,TOR,AL,1,0,1,0,0,0,0,9,0,0,0,2,0,0.000,0.00,0,0,0,0,11,0,0,0,0,1 +hinshal01,2012,1,SDN,NL,1,1,31,0,0,0,0,84,23,14,5,20,36,0.217,4.50,2,1,2,0,129,7,14,1,0,0 +hinshal01,2012,2,CHN,NL,0,0,2,0,0,0,0,1,4,5,3,1,0,0.800,135.00,0,0,0,0,6,0,5,0,0,0 +hochelu01,2012,1,KCA,AL,8,16,32,32,2,1,0,556,202,118,27,61,144,0.281,5.73,3,8,13,0,800,0,127,4,3,17 +hollade01,2012,1,TEX,AL,12,7,29,27,0,0,0,526,162,91,32,52,145,0.243,4.67,0,1,3,0,730,1,100,5,4,9 +hollagr01,2012,1,KCA,AL,7,4,67,0,0,0,16,201,58,22,2,34,91,0.234,2.96,7,3,0,1,289,36,22,4,3,6 +hoovejj01,2012,1,CIN,NL,1,0,28,0,0,0,1,92,17,7,2,13,31,0.160,2.05,1,0,0,0,123,6,7,2,2,2 +horstje01,2012,1,PHI,NL,2,0,32,0,0,0,0,94,21,4,1,14,40,0.193,1.15,1,1,1,0,125,9,8,1,0,4 +hottoto01,2012,1,KCA,AL,0,0,9,0,0,0,0,28,11,3,2,5,6,0.306,2.89,0,0,1,0,42,4,3,0,0,2 +howeljp01,2012,1,TBA,AL,1,0,55,0,0,0,0,151,39,17,7,22,42,0.223,3.04,2,1,4,0,203,10,17,2,0,5 +hudsoda01,2012,1,ARI,NL,3,2,9,9,0,0,0,136,62,37,9,12,37,0.332,7.35,0,2,0,0,202,0,37,2,1,6 +hudsoti01,2012,1,ATL,NL,16,7,28,28,1,1,0,537,168,72,12,48,102,0.248,3.62,2,3,9,0,749,0,77,10,4,9 +huffda01,2012,1,CLE,AL,3,1,6,4,0,0,0,80,30,10,5,5,19,0.280,3.38,0,0,1,0,114,0,14,0,1,1 +hugheja02,2012,1,PIT,NL,2,2,66,0,0,0,2,227,65,24,7,22,50,0.226,2.85,4,5,5,0,316,20,30,1,0,10 +hugheph01,2012,1,NYA,AL,16,13,32,32,1,0,0,574,196,89,35,46,165,0.259,4.19,0,3,6,0,815,0,101,1,4,10 +humbeph01,2012,1,CHA,AL,5,5,26,16,1,1,0,306,113,73,23,44,85,0.276,6.44,1,9,4,0,462,6,74,1,4,6 +hunteto02,2012,1,BAL,AL,7,8,33,20,0,0,0,401,161,81,32,27,77,0.302,5.45,2,0,4,1,573,5,85,3,6,21 +hutchdr01,2012,1,TOR,AL,5,3,11,11,0,0,0,176,59,30,8,20,49,0.257,4.60,0,1,5,0,257,0,31,1,1,3 +igarary01,2012,1,TOR,AL,0,0,2,0,0,0,0,3,5,4,0,2,2,0.625,36.00,0,0,0,0,10,0,4,0,0,0 +igarary01,2012,2,NYA,AL,0,0,2,0,0,0,0,9,4,4,0,3,3,0.308,12.00,0,0,0,0,16,1,4,0,0,0 +isrinja01,2012,1,LAA,AL,3,2,50,0,0,0,0,137,44,21,7,19,31,0.251,4.14,3,3,0,0,198,17,22,1,3,2 +iwakuhi01,2012,1,SEA,AL,9,5,30,16,0,0,2,376,117,44,17,43,101,0.248,3.16,3,5,3,0,519,6,49,1,1,19 +jacksed01,2012,1,WAS,NL,10,11,31,31,1,0,0,569,173,85,23,58,168,0.243,4.03,5,3,2,0,790,0,90,9,8,11 +janseke01,2012,1,LAN,NL,5,3,65,0,0,0,25,195,33,17,6,22,99,0.146,2.35,1,3,3,0,252,40,18,0,1,1 +janssca01,2012,1,TOR,AL,1,1,62,0,0,0,22,191,44,18,7,11,67,0.195,2.54,1,2,3,1,242,47,18,1,1,3 +jeffrje01,2012,1,KCA,AL,0,0,13,0,0,0,0,40,19,10,0,13,13,0.317,6.75,0,1,0,0,73,6,14,0,0,1 +jenkich01,2012,1,TOR,AL,1,3,13,3,0,0,0,96,32,16,5,11,16,0.260,4.50,1,0,1,0,136,6,16,1,0,4 +jennida01,2012,1,MIA,NL,1,0,22,0,0,0,0,57,18,4,2,11,8,0.247,1.89,1,0,2,0,86,4,5,0,0,3 +jepseke01,2012,1,LAA,AL,3,2,49,0,0,0,2,134,39,15,3,12,38,0.244,3.02,1,1,2,0,178,11,17,3,1,6 +jimenub01,2012,1,CLE,AL,9,17,31,31,0,0,0,530,190,106,25,95,143,0.273,5.40,3,16,8,1,805,0,116,2,3,11 +johnsji04,2012,1,BAL,AL,2,1,71,0,0,0,51,206,55,19,3,15,41,0.220,2.49,1,1,3,0,269,63,21,1,0,8 +johnsjo09,2012,1,MIA,NL,8,14,31,31,0,0,0,574,180,81,14,65,165,0.252,3.81,7,5,4,0,798,0,84,8,8,16 +johnsro07,2012,1,NYN,NL,0,0,1,0,0,0,0,3,0,0,0,0,1,0.000,0.00,0,0,0,0,3,1,0,0,0,0 +johnsst02,2012,1,BAL,AL,4,0,12,4,0,0,0,115,23,9,4,18,46,0.174,2.11,1,1,0,0,151,3,9,1,0,1 +jonesna01,2012,1,CHA,AL,8,0,65,0,0,0,0,215,67,19,4,32,65,0.256,2.39,3,5,1,0,301,11,19,2,4,11 +jurrjja01,2012,1,ATL,NL,3,4,11,10,0,0,0,145,72,37,8,18,19,0.350,6.89,0,1,1,0,227,1,40,2,0,5 +karstje01,2012,1,PIT,NL,5,4,19,15,0,0,0,272,89,40,8,15,66,0.256,3.97,0,3,1,1,372,0,41,7,1,6 +kellesh01,2012,1,SEA,AL,2,4,47,0,0,0,0,133,43,16,5,15,45,0.256,3.25,6,2,0,1,190,10,20,4,3,1 +kellyca01,2012,1,SDN,NL,2,3,6,6,0,0,0,87,39,20,5,10,26,0.322,6.21,1,0,2,0,136,0,23,3,0,1 +kellyjo05,2012,1,SLN,NL,5,7,24,16,0,0,0,321,112,42,10,36,75,0.271,3.53,2,4,3,0,457,4,50,4,1,10 +kendrky01,2012,1,PHI,NL,11,12,37,25,1,1,0,478,154,69,20,49,116,0.254,3.90,4,1,7,0,674,2,76,8,4,12 +kenneia01,2012,1,ARI,NL,15,12,33,33,1,0,0,625,216,93,28,55,187,0.266,4.02,4,5,14,4,899,0,101,13,5,9 +kershcl01,2012,1,LAN,NL,14,9,33,33,2,2,0,683,170,64,16,63,229,0.210,2.53,5,6,5,2,901,0,70,18,4,17 +keuchda01,2012,1,HOU,NL,3,8,16,16,1,0,0,256,93,50,14,39,38,0.286,5.27,1,2,1,0,377,0,56,9,3,10 +kimbrcr01,2012,1,ATL,NL,3,1,63,0,0,0,42,188,27,7,3,14,116,0.126,1.01,0,5,2,0,231,56,7,0,0,3 +kinnejo01,2012,1,SEA,AL,0,3,35,0,0,0,1,96,24,14,3,15,36,0.209,3.94,3,2,3,0,136,8,14,1,2,1 +kintzbr01,2012,1,MIL,NL,3,0,14,0,0,0,0,50,18,7,1,7,14,0.277,3.78,1,1,0,0,72,1,7,0,0,2 +kirkmmi01,2012,1,TEX,AL,1,2,28,0,0,0,0,106,24,15,5,17,38,0.182,3.82,1,2,1,0,151,9,16,0,1,2 +klubeco01,2012,1,CLE,AL,2,5,12,12,0,0,0,189,76,36,9,18,54,0.295,5.14,0,2,4,0,281,0,44,1,0,7 +koehlto01,2012,1,MIA,NL,0,1,8,1,0,0,0,40,15,8,4,2,13,0.278,5.40,1,0,0,0,56,0,8,0,0,1 +kontoge01,2012,1,SFN,NL,2,1,44,0,0,0,0,131,34,12,3,12,44,0.209,2.47,0,1,0,0,177,9,15,0,2,3 +korecbo01,2012,1,TOR,AL,0,0,1,0,0,0,0,3,1,2,1,1,0,0.250,18.00,0,0,0,0,5,1,2,0,0,0 +kurodhi01,2012,1,NYA,AL,16,11,33,33,3,2,0,659,205,81,25,51,167,0.249,3.32,2,13,8,0,891,0,86,7,3,23 +laffeaa01,2012,1,TOR,AL,4,6,22,16,0,0,0,302,100,51,17,37,48,0.260,4.56,1,2,5,0,429,1,56,2,0,10 +lannajo01,2012,1,WAS,NL,4,1,6,6,0,0,0,98,33,15,0,14,17,0.270,4.13,1,1,4,0,144,0,15,4,0,6 +latosma01,2012,1,CIN,NL,14,4,33,33,2,0,0,628,179,81,25,64,185,0.230,3.48,9,3,4,1,858,0,87,9,3,16 +layneto01,2012,1,SDN,NL,2,0,26,0,0,0,2,50,9,6,0,3,25,0.148,3.24,0,0,3,0,68,5,6,1,0,0 +leagubr01,2012,1,SEA,AL,0,5,46,0,0,0,9,134,48,18,1,19,27,0.281,3.63,3,3,0,0,193,24,20,3,0,5 +leagubr01,2012,2,LAN,NL,2,1,28,0,0,0,6,82,17,7,0,14,27,0.183,2.30,4,1,1,0,108,15,7,0,0,4 +leakemi01,2012,1,CIN,NL,8,9,30,30,2,0,0,537,201,91,26,41,116,0.287,4.58,3,3,3,0,757,0,97,6,7,16 +leblawa01,2012,1,MIA,NL,2,5,25,9,0,0,0,206,71,28,7,19,43,0.275,3.67,1,1,1,0,284,1,30,5,1,7 +lecursa01,2012,1,CIN,NL,3,3,48,0,0,0,0,172,46,20,3,23,61,0.221,3.14,2,2,1,0,237,12,22,4,1,6 +leecl02,2012,1,PHI,NL,6,9,30,30,0,0,0,633,207,74,26,28,207,0.255,3.16,0,4,0,0,847,0,79,3,4,21 +lerouch01,2012,1,PIT,NL,0,0,10,0,0,0,0,34,11,7,1,2,12,0.250,5.56,0,1,1,0,48,3,9,1,0,1 +lestejo01,2012,1,BOS,AL,9,14,33,33,3,0,0,616,216,110,25,68,166,0.273,4.82,2,6,4,0,876,0,117,5,7,27 +lewisco01,2012,1,TEX,AL,6,6,16,16,2,0,0,315,99,40,16,14,93,0.245,3.43,0,2,6,0,427,0,48,1,2,5 +lidgebr01,2012,1,WAS,NL,0,1,11,0,0,0,2,28,12,10,1,11,10,0.308,9.64,5,0,0,0,51,4,10,1,0,0 +lillyte01,2012,1,LAN,NL,5,1,8,8,0,0,0,146,36,17,3,19,31,0.203,3.14,1,3,2,0,202,0,23,2,2,3 +linceti01,2012,1,SFN,NL,10,15,33,33,0,0,0,558,183,107,23,90,190,0.257,5.18,3,17,4,2,825,0,111,11,6,8 +lincobr01,2012,1,PIT,NL,4,2,28,5,0,0,1,178,51,18,8,14,60,0.230,2.73,1,0,1,0,239,6,19,2,0,3 +lincobr01,2012,2,TOR,AL,1,0,24,0,0,0,0,86,29,18,6,10,28,0.264,5.65,1,1,0,0,123,4,18,2,1,1 +lindbjo01,2012,1,LAN,NL,2,2,48,0,0,0,0,143,42,16,9,18,43,0.241,3.02,0,1,3,0,197,12,16,2,0,5 +lindbjo01,2012,2,PHI,NL,1,3,26,0,0,0,1,70,19,12,4,17,27,0.213,4.63,2,1,1,0,107,6,15,0,0,0 +lindsma01,2012,1,BAL,AL,1,0,34,0,0,0,0,109,35,11,2,12,30,0.254,2.72,2,1,4,1,155,3,14,0,1,3 +lindsma01,2012,2,ARI,NL,0,0,12,0,0,0,0,32,10,3,0,2,10,0.238,2.53,0,0,1,0,45,3,3,0,0,1 +liriafr01,2012,1,MIN,AL,3,10,22,17,0,0,0,300,89,59,12,55,109,0.239,5.31,4,6,4,1,440,2,63,2,7,7 +liriafr01,2012,2,CHA,AL,3,2,12,11,0,0,0,170,54,34,7,32,58,0.251,5.40,1,5,3,0,253,0,34,2,1,4 +lockeje01,2012,1,PIT,NL,1,3,8,6,0,0,0,103,36,21,6,11,34,0.267,5.50,0,0,1,0,148,1,21,1,0,3 +loeka01,2012,1,MIL,NL,6,5,70,0,0,0,2,205,78,35,9,20,55,0.284,4.61,3,4,3,0,303,20,41,5,0,5 +loganbo02,2012,1,NYA,AL,7,2,80,0,0,0,1,166,48,23,6,28,68,0.234,3.74,6,3,2,0,239,8,23,1,3,1 +lohseky01,2012,1,SLN,NL,16,3,33,33,0,0,0,633,192,67,19,38,143,0.239,2.86,1,1,4,0,864,0,74,11,7,12 +lopezja02,2012,1,SFN,NL,3,0,70,0,0,0,7,108,37,10,1,14,28,0.270,2.50,3,2,0,0,153,19,13,1,1,9 +lopezro01,2012,1,CHN,NL,0,1,4,0,0,0,0,19,8,4,0,5,2,0.320,5.68,0,0,1,0,34,2,6,2,1,0 +lopezwi01,2012,1,HOU,NL,6,3,64,0,0,0,10,199,61,16,4,8,54,0.250,2.17,2,1,2,0,260,28,18,4,2,8 +loupaa01,2012,1,TOR,AL,0,2,33,0,0,0,0,92,26,9,0,2,21,0.232,2.64,0,1,0,1,117,3,10,2,1,0 +louxsh01,2012,1,SFN,NL,1,0,19,0,0,0,0,76,32,14,3,9,9,0.314,4.97,1,1,0,0,112,6,15,0,0,3 +lowede01,2012,1,CLE,AL,8,10,21,21,1,1,0,357,156,73,8,45,41,0.321,5.52,3,5,3,1,542,0,79,3,5,21 +lowede01,2012,2,NYA,AL,1,1,17,0,0,0,1,71,24,8,2,6,14,0.261,3.04,2,2,0,0,98,10,9,0,0,2 +lowema01,2012,1,TEX,AL,0,2,36,0,0,0,0,118,35,15,5,13,28,0.240,3.43,0,4,0,2,162,12,15,0,3,2 +luebkco01,2012,1,SDN,NL,3,1,5,5,0,0,0,93,28,9,1,8,23,0.233,2.61,0,0,0,0,130,0,10,2,0,1 +luekejo01,2012,1,TBA,AL,0,0,3,0,0,0,0,10,9,7,0,3,2,0.563,18.90,0,0,0,0,21,2,7,0,2,0 +luetglu01,2012,1,SEA,AL,2,2,63,0,0,0,2,122,37,18,3,24,38,0.248,3.98,6,5,1,0,178,16,20,1,3,5 +lylesjo01,2012,1,HOU,NL,5,12,25,25,1,1,0,424,159,80,20,42,99,0.279,5.09,4,2,5,0,628,0,97,6,4,11 +lynnla01,2012,1,SLN,NL,18,7,35,29,0,0,0,528,168,74,16,64,180,0.253,3.78,3,3,10,0,744,2,76,4,3,16 +lyonbr01,2012,1,HOU,NL,0,2,37,0,0,0,0,108,37,13,3,11,35,0.262,3.25,2,5,2,0,154,11,13,0,0,1 +lyonbr01,2012,2,TOR,AL,4,0,30,0,0,0,1,75,19,8,2,9,28,0.207,2.88,1,1,1,0,104,10,8,1,1,0 +macdomi01,2012,1,LAN,NL,0,0,7,0,0,0,0,17,9,5,0,6,4,0.346,7.94,0,0,0,0,32,1,5,0,0,0 +machije01,2012,1,SFN,NL,0,0,8,0,0,0,0,20,7,5,2,1,4,0.259,6.75,0,0,0,0,28,5,5,0,0,0 +maholpa01,2012,1,CHN,NL,9,6,21,20,0,0,0,361,115,50,12,34,81,0.256,3.74,2,4,10,0,503,0,51,5,4,15 +maholpa01,2012,2,ATL,NL,4,5,11,11,1,1,0,206,63,27,8,19,59,0.241,3.54,1,1,1,0,283,0,29,2,0,4 +maiermi01,2012,1,KCA,AL,0,0,1,0,0,0,0,3,1,0,0,0,0,0.333,0.00,0,0,0,0,3,1,0,0,0,1 +mainesc01,2012,1,CHN,NL,1,1,21,0,0,0,0,62,17,11,2,12,26,0.230,4.79,0,2,4,0,94,5,11,1,3,1 +mainesc01,2012,2,CLE,AL,1,2,9,0,0,0,0,18,13,7,1,3,6,0.464,10.50,0,1,1,0,33,4,7,0,1,1 +malonma02,2012,1,MIN,AL,1,0,9,0,0,0,0,33,17,10,2,1,5,0.347,8.18,0,0,1,0,52,2,10,0,1,0 +manshje01,2012,1,MIN,AL,0,0,12,0,0,0,0,65,29,19,4,7,12,0.326,7.89,1,0,1,0,98,2,19,1,0,2 +marcush01,2012,1,MIL,NL,7,4,21,21,0,0,0,372,116,51,16,41,109,0.245,3.70,2,3,4,2,527,0,57,6,2,4 +marinjh01,2012,1,CHA,AL,0,0,2,0,0,0,0,8,2,0,0,2,1,0.250,0.00,1,0,0,0,11,1,0,1,0,0 +marmoca01,2012,1,CHN,NL,3,3,61,0,0,0,20,166,40,21,4,45,72,0.200,3.42,0,2,2,0,247,47,24,0,0,7 +maronni01,2012,1,LAA,AL,0,0,12,0,0,0,0,18,6,1,0,3,7,0.261,1.50,0,0,0,0,27,1,1,0,1,0 +marquja01,2012,1,MIN,AL,2,4,7,7,0,0,0,102,52,32,9,14,12,0.371,8.47,0,1,3,0,160,0,33,1,2,9 +marquja01,2012,2,SDN,NL,6,7,15,15,1,1,0,281,94,42,14,28,79,0.258,4.04,3,5,1,0,401,0,53,5,2,4 +marshse01,2012,1,CIN,NL,5,5,73,0,0,0,9,183,55,17,3,16,74,0.232,2.51,2,1,3,1,256,22,18,0,0,1 +martelu01,2012,1,DET,AL,1,0,13,0,0,0,0,67,19,7,4,9,19,0.229,2.82,0,1,1,0,93,4,7,0,0,3 +martevi01,2012,1,SLN,NL,3,2,48,0,0,0,0,121,51,22,6,14,36,0.305,4.91,2,1,2,0,185,5,22,1,1,3 +marticr01,2012,1,ATL,NL,5,4,54,0,0,0,1,221,80,32,6,19,65,0.277,3.91,4,2,0,1,313,26,33,3,2,9 +martijo07,2012,1,ARI,NL,0,0,1,0,0,0,0,3,2,1,0,0,1,0.400,9.00,0,0,0,0,5,1,1,0,0,0 +masteju01,2012,1,CLE,AL,11,15,34,34,1,0,0,619,212,113,18,88,159,0.269,4.93,1,14,13,0,906,0,122,6,11,26 +mathejo02,2012,1,CHN,NL,0,0,1,0,0,0,0,1,1,0,0,0,0,0.500,0.00,0,0,0,0,2,1,0,0,0,0 +mathije01,2012,1,TOR,AL,0,0,2,0,0,0,0,6,4,2,0,1,0,0.400,9.00,0,0,0,0,11,2,2,0,0,0 +matsuda01,2012,1,BOS,AL,1,7,11,11,0,0,0,137,58,42,11,20,41,0.307,8.28,0,3,3,0,215,0,43,0,3,1 +matthry01,2012,1,WAS,NL,5,3,66,0,0,0,0,199,57,21,8,19,41,0.241,2.85,5,3,3,0,265,11,22,2,4,12 +matusbr01,2012,1,BAL,AL,6,10,34,16,0,0,0,294,112,53,15,41,81,0.284,4.87,4,0,0,0,441,2,61,2,3,9 +mazzavi01,2012,1,KCA,AL,4,3,18,6,0,0,0,132,55,28,3,19,26,0.318,5.73,2,1,3,0,198,4,29,1,2,6 +mcallza01,2012,1,CLE,AL,6,8,22,22,0,0,0,376,133,59,19,38,110,0.268,4.24,0,0,1,2,543,0,78,2,5,6 +mccarbr01,2012,1,OAK,AL,8,6,18,18,0,0,0,333,115,40,10,24,73,0.267,3.24,2,0,6,0,469,0,44,5,4,8 +mccleky01,2012,1,SLN,NL,0,1,16,0,0,0,0,56,16,11,2,9,11,0.222,5.30,0,1,2,0,83,6,11,0,0,1 +mcclemi01,2012,1,MIL,NL,0,0,9,0,0,0,0,42,20,10,1,5,4,0.345,6.43,0,1,3,0,69,3,11,3,0,0 +mccutda01,2012,1,PIT,NL,0,1,1,0,0,0,0,0,1,2,1,1,0,1.000,,0,0,0,0,2,1,2,0,0,0 +mcdonda02,2012,1,BOS,AL,0,1,1,0,0,0,0,3,2,3,1,2,0,0.500,27.00,0,0,0,0,6,1,3,0,0,0 +mcdonja03,2012,1,PIT,NL,12,8,30,29,1,0,0,513,147,80,21,69,151,0.233,4.21,6,3,4,0,713,0,85,5,4,15 +mcgeeja01,2012,1,TBA,AL,5,2,69,0,0,0,0,166,33,12,3,11,73,0.168,1.95,4,3,1,0,212,13,13,0,2,3 +mchugco01,2012,1,NYN,NL,0,4,8,4,0,0,0,64,27,18,5,8,17,0.314,7.59,2,0,2,0,99,1,21,2,1,1 +mcpheky01,2012,1,PIT,NL,0,2,10,3,0,0,0,79,24,8,3,7,21,0.247,2.73,0,0,2,1,107,2,8,1,0,3 +medlekr01,2012,1,ATL,NL,10,1,50,12,2,1,1,414,103,24,6,23,120,0.208,1.57,0,3,0,0,520,7,26,1,0,13 +meekev01,2012,1,PIT,NL,0,0,12,0,0,0,0,36,14,9,1,6,8,0.286,6.75,0,1,1,0,57,5,9,1,0,0 +mejiaje01,2012,1,NYN,NL,1,2,5,3,0,0,0,48,20,10,2,9,8,0.313,5.63,0,1,0,0,74,1,10,1,0,2 +melanma01,2012,1,BOS,AL,0,2,41,0,0,0,1,135,45,31,8,12,41,0.256,6.20,1,2,3,0,194,17,31,1,2,1 +mendolu01,2012,1,KCA,AL,8,10,30,25,0,0,0,498,176,78,15,59,104,0.278,4.23,3,6,11,2,709,0,84,2,5,22 +mijarjo01,2012,1,KCA,AL,2,2,51,0,0,0,0,116,36,11,3,13,37,0.248,2.56,1,1,4,0,168,8,13,3,3,1 +mijarjo01,2012,2,SFN,NL,1,0,27,0,0,0,0,53,14,5,0,8,20,0.215,2.55,2,2,0,0,74,3,5,1,0,1 +mikolmi01,2012,1,SDN,NL,2,1,25,0,0,0,0,97,32,13,4,15,23,0.256,3.62,0,2,2,0,144,9,15,2,0,1 +mileywa01,2012,1,ARI,NL,16,11,32,29,0,0,0,584,193,72,14,37,144,0.255,3.33,0,6,2,1,807,0,79,8,3,15 +millean01,2012,1,BOS,AL,3,2,53,0,0,0,0,121,28,15,3,20,51,0.194,3.35,1,1,2,0,169,4,15,0,3,1 +milleji02,2012,1,OAK,AL,2,1,33,0,0,0,0,146,39,14,6,27,44,0.217,2.59,2,1,3,0,211,18,15,0,1,2 +millesh01,2012,1,SLN,NL,1,0,6,1,0,0,0,41,9,2,0,4,16,0.184,1.32,0,0,1,0,54,1,2,0,0,1 +millsbr02,2012,1,LAA,AL,1,0,1,1,0,0,0,15,3,0,0,0,6,0.167,0.00,0,0,0,0,18,0,0,0,0,0 +millwke01,2012,1,SEA,AL,6,12,28,28,1,1,0,483,168,76,13,56,107,0.271,4.25,3,5,3,0,689,0,86,6,4,20 +milonto01,2012,1,OAK,AL,13,10,31,31,1,0,0,570,207,79,24,36,137,0.278,3.74,2,2,4,0,791,0,90,3,3,19 +minormi01,2012,1,ATL,NL,11,10,30,30,0,0,0,538,151,82,26,56,145,0.232,4.12,7,3,5,0,728,0,88,8,8,17 +mitchdj01,2012,1,NYA,AL,0,0,4,0,0,0,0,14,7,2,1,3,2,0.333,3.86,0,1,0,0,24,3,2,0,0,0 +moorema02,2012,1,TBA,AL,11,11,31,31,0,0,0,532,158,75,18,81,175,0.238,3.81,5,8,7,1,759,0,85,3,4,17 +moralfr01,2012,1,BOS,AL,3,4,37,9,0,0,1,229,64,32,11,30,76,0.224,3.77,3,3,6,5,325,5,38,0,3,5 +morribr01,2012,1,PIT,NL,0,0,5,0,0,0,0,15,2,1,0,2,6,0.125,1.80,0,1,1,0,20,2,2,0,1,0 +morrobr01,2012,1,TOR,AL,10,7,21,21,3,3,0,374,98,41,12,41,108,0.214,2.96,0,3,2,0,504,0,45,1,3,8 +mortecl01,2012,1,BOS,AL,1,1,26,0,0,0,0,126,32,15,7,19,41,0.212,3.21,2,3,1,0,173,8,15,0,2,2 +mortoch02,2012,1,PIT,NL,2,6,9,9,0,0,0,151,62,26,5,11,25,0.305,4.65,1,4,2,0,223,0,30,5,2,7 +moscogu01,2012,1,COL,NL,3,2,23,3,0,0,0,150,67,34,8,19,47,0.321,6.12,0,5,1,0,231,4,34,1,1,3 +moseldu01,2012,1,SDN,NL,0,0,1,1,0,0,0,15,5,5,1,2,4,0.263,9.00,0,0,0,0,22,0,5,0,1,0 +motagu01,2012,1,SFN,NL,0,1,26,0,0,0,0,62,24,12,3,8,24,0.300,5.23,0,0,2,0,91,4,13,0,1,1 +motteja01,2012,1,SLN,NL,4,5,67,0,0,0,42,216,49,22,9,17,86,0.191,2.75,1,0,2,0,279,58,23,2,1,4 +moyerja01,2012,1,COL,NL,2,5,10,10,0,0,0,161,75,34,11,18,36,0.328,5.70,2,0,2,0,254,0,40,4,1,9 +moylape01,2012,1,ATL,NL,1,0,8,0,0,0,1,15,3,1,1,2,2,0.167,1.80,0,1,0,0,21,3,3,1,0,0 +mujiced01,2012,1,MIA,NL,0,3,41,0,0,0,2,117,36,19,6,9,26,0.240,4.38,2,0,1,0,161,14,21,0,1,5 +mujiced01,2012,2,SLN,NL,0,0,29,0,0,0,0,79,20,3,1,3,21,0.215,1.03,1,1,0,0,97,2,3,1,0,3 +myersbr01,2012,1,HOU,NL,0,4,35,0,0,0,19,92,35,12,4,6,20,0.285,3.52,1,1,2,0,134,29,17,1,2,3 +myersbr01,2012,2,CHA,AL,3,4,35,0,0,0,0,104,30,12,4,9,21,0.238,3.12,1,1,1,0,138,12,13,1,1,3 +narvech01,2012,1,MIL,NL,1,1,2,2,0,0,0,27,10,7,2,4,5,0.294,7.00,0,0,0,0,41,0,8,1,2,1 +nathajo01,2012,1,TEX,AL,3,5,66,0,0,0,37,193,55,20,7,13,78,0.231,2.80,1,5,2,0,257,62,23,1,3,6 +neshepa01,2012,1,OAK,AL,2,1,24,0,0,0,0,59,10,3,3,6,16,0.147,1.37,1,1,1,0,77,5,3,0,2,1 +nicasju01,2012,1,COL,NL,2,3,11,11,0,0,0,174,72,34,7,22,54,0.313,5.28,1,4,1,0,257,0,37,3,1,5 +niemaje01,2012,1,TBA,AL,2,3,8,8,0,0,0,114,30,13,2,12,34,0.213,3.08,0,2,2,0,156,0,17,0,1,4 +niesejo01,2012,1,NYN,NL,13,9,30,30,0,0,0,571,174,72,22,49,155,0.241,3.40,2,6,4,0,788,0,77,8,4,16 +noesihe01,2012,1,SEA,AL,2,12,22,18,0,0,0,320,107,69,21,39,68,0.266,5.82,1,1,2,2,453,4,71,3,7,9 +nolasri01,2012,1,MIA,NL,12,13,31,31,3,2,0,573,214,95,18,47,125,0.285,4.48,9,8,8,1,832,0,100,19,6,21 +norbejo01,2012,1,OAK,AL,4,1,39,0,0,0,1,156,37,16,5,22,46,0.200,2.77,2,1,1,1,212,8,17,1,3,1 +norribu01,2012,1,HOU,NL,7,13,29,29,0,0,0,505,165,87,23,66,165,0.254,4.65,2,8,8,0,733,0,90,7,2,6 +novaiv01,2012,1,NYA,AL,12,8,28,28,0,0,0,511,194,95,28,56,153,0.288,5.02,3,6,10,2,748,0,100,3,6,19 +odayda01,2012,1,BAL,AL,7,1,69,0,0,0,0,201,49,17,6,14,69,0.202,2.28,2,0,3,0,263,10,17,3,1,5 +odorija01,2012,1,KCA,AL,0,1,2,2,0,0,0,22,8,4,1,4,4,0.267,4.91,0,0,0,0,34,0,4,0,0,0 +oflaher01,2012,1,ATL,NL,3,0,64,0,0,0,0,172,47,11,3,19,46,0.229,1.73,2,1,2,0,230,7,14,3,1,11 +ogandal01,2012,1,TEX,AL,2,0,58,1,0,0,3,198,49,24,9,17,66,0.203,3.27,1,5,2,0,263,11,26,0,3,4 +ohlenro01,2012,1,SDN,NL,4,4,13,9,0,0,0,146,62,42,7,24,39,0.304,7.77,0,2,1,1,233,2,44,4,0,0 +ohmanwi01,2012,1,CHA,AL,0,2,32,0,0,0,0,80,23,19,6,5,13,0.228,6.41,0,0,6,1,112,9,19,0,0,4 +oliveda02,2012,1,TOR,AL,3,4,62,0,0,0,2,170,43,13,3,15,52,0.214,2.06,0,3,4,0,221,11,13,1,0,6 +olivele01,2012,1,MIN,AL,0,0,1,0,0,0,0,5,1,1,0,1,1,0.167,5.40,0,0,0,0,7,0,1,0,0,0 +olsonga01,2012,1,NYN,NL,0,0,1,0,0,0,0,1,3,4,0,1,0,0.750,108.00,0,0,0,0,5,0,4,0,0,0 +omogrbr01,2012,1,CHA,AL,0,0,17,0,0,0,0,63,20,6,3,9,18,0.247,2.57,0,0,0,0,90,1,6,0,0,1 +ondrulo01,2012,1,CIN,NL,5,2,63,0,0,0,2,164,51,21,8,31,39,0.246,3.46,4,5,3,0,243,20,23,1,1,7 +ortegjo01,2012,1,DET,AL,0,0,2,0,0,0,0,8,3,1,1,1,4,0.250,3.38,0,0,0,0,13,0,1,0,0,0 +oswalro01,2012,1,TEX,AL,4,3,17,9,0,0,0,177,79,38,11,11,59,0.320,5.80,0,3,3,2,264,2,41,3,0,6 +oteroda01,2012,1,SFN,NL,0,0,12,0,0,0,0,37,19,8,0,2,8,0.358,5.84,1,1,2,0,57,4,11,0,0,2 +ottavad01,2012,1,COL,NL,5,1,53,0,0,0,0,237,76,40,9,34,81,0.253,4.56,7,8,1,0,339,6,42,3,1,10 +outmajo01,2012,1,COL,NL,1,3,27,7,0,0,0,122,47,37,7,20,40,0.290,8.19,0,5,0,0,185,3,37,2,1,2 +owingmi01,2012,1,SDN,NL,0,2,6,0,0,0,0,29,8,3,1,5,7,0.229,2.79,0,0,1,0,41,3,4,0,0,2 +padilvi01,2012,1,BOS,AL,4,1,56,0,0,0,1,150,59,25,7,15,51,0.298,4.50,3,0,3,0,218,10,26,1,1,8 +palmema01,2012,1,SDN,NL,0,0,3,0,0,0,0,6,2,2,1,2,2,0.286,9.00,0,0,0,0,10,1,2,1,0,0 +papeljo01,2012,1,PHI,NL,5,6,70,0,0,0,38,210,56,19,8,18,92,0.216,2.44,1,0,4,0,284,64,22,3,0,3 +parkebl01,2012,1,CHN,NL,0,0,7,0,0,0,0,18,10,4,3,5,6,0.370,6.00,1,0,0,0,32,0,7,0,0,2 +parkeja02,2012,1,OAK,AL,13,8,29,29,0,0,0,544,166,70,11,63,140,0.248,3.47,3,10,3,0,751,0,71,7,8,17 +parnebo01,2012,1,NYN,NL,5,4,74,0,0,0,7,206,65,19,4,20,61,0.249,2.49,2,1,1,0,288,23,24,4,2,9 +parrama01,2012,1,MIL,NL,2,3,62,0,0,0,0,176,62,33,3,35,61,0.265,5.06,2,6,3,0,273,8,39,0,1,6 +paterjo01,2012,1,ARI,NL,0,0,6,0,0,0,0,8,15,11,2,3,0,0.652,37.13,0,0,0,0,26,0,11,0,0,0 +pattotr01,2012,1,BAL,AL,1,0,54,0,0,0,0,167,45,15,5,12,49,0.215,2.43,2,1,2,0,224,12,15,0,1,4 +pauleda01,2012,1,LAA,AL,0,1,5,0,0,0,0,31,16,5,1,3,4,0.356,4.35,1,0,0,0,49,3,6,1,0,1 +pauleda01,2012,2,TOR,AL,0,0,5,0,0,0,0,19,11,7,1,2,2,0.393,9.95,0,0,2,0,33,3,7,0,1,0 +paulife01,2012,1,KCA,AL,3,1,7,7,0,0,0,113,31,7,3,15,39,0.223,1.67,0,1,0,0,156,0,8,1,1,1 +pavanca01,2012,1,MIN,AL,2,5,11,11,0,0,0,189,80,42,9,8,33,0.313,6.00,2,0,2,0,268,0,46,1,1,10 +peavyja01,2012,1,CHA,AL,11,12,32,32,4,1,0,657,191,82,27,49,194,0.234,3.37,1,3,10,2,882,0,88,1,6,14 +pelfrmi01,2012,1,NYN,NL,0,0,3,3,0,0,0,59,24,5,0,4,13,0.300,2.29,0,1,0,0,85,0,5,1,0,2 +pennybr01,2012,1,SFN,NL,0,1,22,0,0,0,0,84,42,19,4,9,10,0.344,6.11,2,2,1,0,133,8,22,1,0,4 +peraljo01,2012,1,TBA,AL,2,6,76,0,0,0,2,201,49,27,9,17,84,0.200,3.63,2,5,1,0,264,9,28,0,1,1 +peralwi01,2012,1,MIL,NL,2,1,6,5,0,0,0,87,24,8,0,11,23,0.242,2.48,0,1,0,0,113,1,8,3,0,3 +perdolu01,2012,1,MIN,AL,0,0,15,0,0,0,0,51,15,6,0,12,8,0.238,3.18,1,1,2,0,78,9,8,0,1,4 +perezch01,2012,1,CLE,AL,0,4,61,0,0,0,39,173,49,23,6,16,59,0.222,3.59,1,0,2,0,242,53,25,0,3,3 +perezju01,2012,1,MIL,NL,0,1,10,0,0,0,0,21,6,4,2,8,10,0.231,5.14,1,0,1,0,35,5,4,0,0,1 +perezlu01,2012,1,TOR,AL,2,2,35,0,0,0,0,126,38,16,3,16,39,0.244,3.43,0,0,3,0,175,6,16,0,0,6 +perezma02,2012,1,TEX,AL,1,4,12,6,0,0,0,114,47,23,3,15,25,0.297,5.45,1,5,2,2,177,2,26,1,1,3 +perezol01,2012,1,SEA,AL,1,3,33,0,0,0,0,89,27,7,1,10,24,0.243,2.12,2,2,0,0,123,6,7,1,1,1 +perezra01,2012,1,CLE,AL,1,0,8,0,0,0,0,23,5,3,1,4,4,0.185,3.52,1,0,0,1,31,1,3,0,0,1 +perkigl01,2012,1,MIN,AL,3,1,70,0,0,0,16,211,57,20,8,16,78,0.222,2.56,3,3,3,0,281,43,25,3,2,5 +perryry01,2012,1,WAS,NL,1,0,7,0,0,0,0,24,12,9,2,2,3,0.364,10.13,0,0,0,0,35,4,9,0,0,1 +pestavi01,2012,1,CLE,AL,3,3,70,0,0,0,2,210,53,20,7,24,76,0.207,2.57,1,1,4,0,286,13,20,0,2,3 +petityu01,2012,1,SFN,NL,0,0,1,1,0,0,0,14,7,2,0,4,1,0.412,3.86,0,1,0,0,22,0,2,1,0,0 +pettian01,2012,1,NYA,AL,5,4,12,12,0,0,0,226,65,24,8,21,69,0.232,2.87,0,1,0,0,303,0,26,2,0,7 +phelpda01,2012,1,NYA,AL,4,4,33,11,0,0,0,299,81,37,14,38,96,0.223,3.34,2,2,6,2,414,5,38,4,3,7 +phillza01,2012,1,BAL,AL,0,0,6,0,0,0,0,18,7,4,2,3,5,0.280,6.00,1,0,0,0,28,3,4,0,0,0 +pomerdr01,2012,1,COL,NL,2,9,22,22,0,0,0,290,97,53,14,46,83,0.261,4.93,2,8,4,1,434,0,57,8,4,4 +pomerst01,2012,1,BAL,AL,0,0,3,0,0,0,0,18,7,2,1,1,3,0.280,3.00,0,0,0,0,26,0,2,0,0,0 +porceri01,2012,1,DET,AL,10,12,31,31,0,0,0,529,226,90,16,44,107,0.310,4.59,3,6,6,0,783,0,101,2,3,21 +priceda01,2012,1,TBA,AL,20,5,31,31,2,1,0,633,173,60,16,59,205,0.226,2.56,2,8,5,1,836,0,63,2,3,20 +pryorst01,2012,1,SEA,AL,3,1,26,0,0,0,0,69,22,10,5,13,27,0.253,3.91,2,3,0,0,104,8,13,2,2,3 +putkolu01,2012,1,DET,AL,0,2,12,0,0,0,1,48,19,7,0,8,10,0.302,3.94,1,2,0,0,72,6,7,1,0,2 +putnaza01,2012,1,COL,NL,0,0,2,0,0,0,0,6,3,0,0,1,0,0.429,0.00,0,0,0,0,9,0,0,1,0,0 +putzjj01,2012,1,ARI,NL,1,5,57,0,0,0,32,163,45,17,4,11,65,0.223,2.82,1,3,2,0,218,52,18,2,1,4 +quallch01,2012,1,PHI,NL,1,1,35,0,0,0,0,94,39,16,7,9,19,0.302,4.60,3,2,0,0,140,6,18,1,0,3 +quallch01,2012,2,NYA,AL,1,0,8,0,0,0,0,22,10,5,0,3,2,0.345,6.14,1,1,0,0,33,4,5,0,1,2 +quallch01,2012,3,PIT,NL,0,0,17,0,0,0,0,41,14,10,0,2,6,0.259,6.59,0,0,0,0,58,5,11,1,1,0 +quintjo01,2012,1,CHA,AL,6,6,25,22,0,0,0,409,142,57,14,42,81,0.275,3.76,4,10,3,2,568,2,62,5,1,14 +raleybr01,2012,1,CHN,NL,1,2,5,5,0,0,0,73,33,22,7,11,16,0.317,8.14,0,0,0,0,116,0,23,1,0,1 +ramirel02,2012,1,NYN,NL,0,1,20,0,0,0,0,64,24,13,1,20,22,0.296,5.48,1,1,0,0,102,7,13,0,1,3 +ramirer02,2012,1,SEA,AL,1,3,16,8,0,0,0,177,47,22,6,12,48,0.217,3.36,1,0,3,0,238,2,26,1,5,4 +ramirra02,2012,1,NYN,NL,3,4,58,0,0,0,1,191,58,30,4,35,52,0.247,4.24,4,4,0,0,277,18,33,3,3,5 +ramosaj01,2012,1,MIA,NL,0,0,11,0,0,0,0,28,8,4,2,4,13,0.229,3.86,0,0,1,0,40,4,4,0,0,0 +ramosce01,2012,1,TBA,AL,1,0,17,1,0,0,0,90,19,7,2,10,29,0.176,2.10,0,0,2,0,120,9,7,0,0,1 +rapadcl01,2012,1,NYA,AL,3,0,70,0,0,0,0,115,29,12,2,17,38,0.215,2.82,1,1,1,2,155,7,14,1,1,5 +rauchjo01,2012,1,NYN,NL,3,7,73,0,0,0,4,173,45,23,7,12,42,0.209,3.59,2,1,1,0,233,22,28,1,4,3 +redmoto01,2012,1,CIN,NL,0,1,1,1,0,0,0,10,7,4,1,5,2,0.412,10.80,0,0,0,0,22,0,4,0,0,0 +reedad01,2012,1,CHA,AL,3,2,62,0,0,0,29,165,57,29,6,18,54,0.266,4.75,3,0,2,1,238,44,30,0,4,4 +resopch01,2012,1,PIT,NL,1,4,61,0,0,0,1,221,81,32,6,24,46,0.276,3.91,6,2,2,0,330,13,35,5,6,3 +reynoma02,2012,1,COL,NL,3,1,71,0,0,0,0,172,65,28,11,17,51,0.291,4.40,4,5,0,1,249,16,31,6,3,5 +richacl01,2012,1,SDN,NL,14,14,33,33,1,1,0,656,228,97,31,42,107,0.267,3.99,4,4,6,2,910,0,110,3,6,22 +richaga01,2012,1,LAA,AL,4,3,30,9,0,0,1,213,77,37,7,34,47,0.280,4.69,1,2,3,0,318,4,46,2,4,9 +richmsc01,2012,1,TOR,AL,0,0,3,0,0,0,0,9,5,2,1,0,2,0.357,6.00,0,1,0,0,15,2,2,0,1,0 +riverma01,2012,1,NYA,AL,1,1,9,0,0,0,5,25,6,2,0,2,8,0.200,2.16,2,0,0,0,32,9,2,0,0,1 +roberda08,2012,1,NYA,AL,2,7,65,0,0,0,2,182,52,18,5,19,81,0.229,2.67,0,1,1,1,248,17,19,0,1,5 +roberty01,2012,1,MIN,AL,2,2,40,0,0,0,0,75,21,15,4,14,26,0.223,5.40,3,1,1,0,111,2,16,1,1,1 +rodnefe01,2012,1,TBA,AL,2,2,76,0,0,0,48,224,43,5,2,15,76,0.167,0.60,1,4,3,0,282,65,9,4,2,5 +rodrian01,2012,1,HOU,NL,0,0,1,1,0,0,0,18,2,2,2,2,6,0.105,3.00,0,0,0,0,22,0,2,1,0,0 +rodrife02,2012,1,HOU,NL,2,10,71,0,0,0,0,211,68,42,10,34,78,0.252,5.37,7,10,1,0,309,9,45,2,2,3 +rodrifr03,2012,1,MIL,NL,2,7,78,0,0,0,3,216,65,35,8,31,72,0.241,4.38,1,6,0,0,305,13,37,1,3,7 +rodrihe03,2012,1,WAS,NL,1,3,35,0,0,0,9,88,19,19,4,22,31,0.181,5.83,0,10,1,1,131,20,20,2,1,1 +rodrist02,2012,1,LAN,NL,0,1,11,0,0,0,0,20,3,1,0,4,6,0.136,1.35,1,0,0,0,26,2,1,0,0,0 +rodriwa01,2012,1,HOU,NL,7,9,21,21,0,0,0,392,134,55,13,32,89,0.260,3.79,2,5,2,0,558,0,66,5,3,9 +rodriwa01,2012,2,PIT,NL,5,4,13,12,0,0,0,225,71,31,8,24,50,0.246,3.72,2,0,1,0,317,1,33,1,2,6 +roenijo01,2012,1,COL,NL,4,2,63,0,0,0,1,266,85,32,9,43,54,0.259,3.25,3,8,2,0,383,14,40,6,4,12 +rogeres01,2012,1,COL,NL,0,2,23,0,0,0,0,77,36,23,2,18,29,0.324,8.06,2,5,2,0,131,6,23,0,0,2 +rogeres01,2012,2,CLE,AL,3,1,44,0,0,0,0,159,47,18,5,12,54,0.237,3.06,2,5,3,0,217,13,19,2,2,4 +rogerma01,2012,1,MIL,NL,3,1,7,7,0,0,0,117,36,17,5,14,41,0.243,3.92,0,1,1,0,165,0,17,1,1,3 +romerjc01,2012,1,SLN,NL,0,0,11,0,0,0,0,24,14,9,3,2,5,0.368,10.13,0,0,1,0,41,2,9,0,0,0 +romerjc01,2012,2,BAL,AL,0,0,5,0,0,0,0,12,7,3,1,1,1,0.368,6.75,0,1,0,0,21,2,4,0,1,0 +romerri01,2012,1,TOR,AL,9,14,32,32,1,0,0,543,198,116,21,105,124,0.282,5.77,1,8,10,0,829,0,122,7,4,22 +romose01,2012,1,SFN,NL,4,2,69,0,0,0,14,166,37,11,5,10,63,0.185,1.79,1,2,3,0,215,27,11,2,0,2 +rosarsa02,2012,1,MIA,NL,0,0,4,0,0,0,0,9,8,6,0,0,2,0.471,18.00,0,0,0,0,17,1,6,0,0,1 +rosenbj01,2012,1,PHI,NL,1,2,22,1,0,0,0,75,18,17,4,14,24,0.205,6.12,0,0,2,0,106,3,17,2,0,3 +rosentr01,2012,1,SLN,NL,0,2,19,0,0,0,0,68,14,7,2,7,25,0.175,2.78,0,1,1,0,89,7,7,1,0,1 +rossro01,2012,1,TEX,AL,6,0,58,0,0,0,0,195,55,16,3,23,47,0.232,2.22,3,1,2,1,265,9,21,1,2,11 +rossty01,2012,1,OAK,AL,2,11,18,13,0,0,0,220,96,53,7,37,46,0.327,6.50,3,2,5,1,342,3,56,3,3,11 +runzlda01,2012,1,SFN,NL,0,0,6,0,0,0,0,11,1,0,0,3,5,0.100,0.00,1,1,1,0,15,0,0,0,1,1 +rusinch01,2012,1,CHN,NL,2,3,7,7,0,0,0,89,38,21,4,11,21,0.314,6.37,0,0,3,0,135,0,22,0,0,4 +russeja02,2012,1,CHN,NL,7,1,77,0,0,0,2,208,67,25,5,23,55,0.255,3.25,7,1,1,1,292,19,28,2,3,7 +rzepcma01,2012,1,SLN,NL,1,3,70,0,0,0,0,140,46,22,7,17,33,0.257,4.24,2,3,0,0,196,14,22,0,0,8 +sabatcc01,2012,1,NYA,AL,15,6,28,28,2,0,0,600,184,75,22,44,197,0.238,3.38,2,4,8,1,833,0,89,4,3,12 +saitota01,2012,1,ARI,NL,0,0,16,0,0,0,0,36,17,9,4,5,11,0.321,6.75,1,1,1,0,60,2,14,1,0,0 +salasfe01,2012,1,SLN,NL,1,4,65,0,0,0,0,176,56,28,5,27,60,0.251,4.30,5,4,1,0,256,23,28,5,0,2 +salech01,2012,1,CHA,AL,17,8,30,29,1,0,0,576,167,65,19,51,192,0.235,3.05,5,6,6,0,772,0,66,1,3,20 +samarje01,2012,1,CHN,NL,9,13,28,28,1,0,0,524,157,74,20,56,180,0.240,3.81,2,10,4,0,723,0,79,5,4,10 +sanchan01,2012,1,MIA,NL,5,7,19,19,0,0,0,363,119,53,12,33,110,0.259,3.94,2,4,2,1,504,0,59,4,5,11 +sanchan01,2012,2,DET,AL,4,6,12,12,1,1,0,224,81,31,8,15,57,0.275,3.74,1,3,3,0,316,0,36,1,2,3 +sanchbr01,2012,1,PHI,NL,0,1,6,0,0,0,0,19,12,7,4,3,5,0.387,9.95,1,0,0,0,34,3,7,0,0,0 +sanched01,2012,1,SLN,NL,0,1,17,0,0,0,0,45,11,11,2,13,13,0.204,6.60,4,4,1,0,70,4,11,1,1,0 +sanchjo01,2012,1,KCA,AL,1,6,12,12,0,0,0,160,65,46,8,44,36,0.302,7.76,1,4,5,1,270,0,47,2,4,2 +sanchjo01,2012,2,COL,NL,0,3,3,3,0,0,0,34,17,12,3,9,9,0.370,9.53,1,2,0,0,57,0,13,0,2,1 +santaer01,2012,1,LAA,AL,9,13,30,30,1,1,0,534,165,102,39,61,133,0.239,5.16,2,4,9,0,764,0,109,2,2,8 +santajo01,2012,1,NYN,NL,6,9,21,21,2,2,0,351,117,63,17,39,111,0.258,4.85,1,1,0,0,499,0,65,4,3,8 +santihe01,2012,1,CHA,AL,4,1,42,4,0,0,4,211,54,26,10,40,79,0.211,3.33,1,5,7,2,306,19,26,2,1,4 +santose01,2012,1,TOR,AL,0,1,6,0,0,0,2,15,6,5,1,4,4,0.316,9.00,0,1,0,0,24,4,5,0,1,1 +saundjo01,2012,1,ARI,NL,6,10,21,21,1,1,0,390,146,61,17,31,89,0.280,4.22,1,2,2,0,561,0,68,5,2,6 +saundjo01,2012,2,BAL,AL,3,3,7,7,0,0,0,134,49,18,4,8,23,0.283,3.63,1,1,0,0,184,0,20,2,1,5 +saverjo01,2012,1,PHI,NL,1,2,19,0,0,0,0,75,26,15,4,8,16,0.274,5.40,1,0,1,1,108,8,17,2,2,1 +scahiro01,2012,1,COL,NL,0,0,6,0,0,0,0,26,7,1,0,3,4,0.233,1.04,0,0,0,0,33,3,1,0,0,2 +schepta01,2012,1,TEX,AL,1,1,39,0,0,0,1,97,47,16,6,9,30,0.343,4.45,3,4,2,0,152,13,18,3,1,4 +scherma01,2012,1,DET,AL,16,7,32,32,0,0,0,563,179,78,23,60,231,0.250,3.74,2,2,5,1,787,0,82,5,1,8 +schleda01,2012,1,DET,AL,0,0,6,0,0,0,0,21,14,8,3,5,6,0.412,10.29,2,1,0,0,39,2,10,0,0,2 +schwich01,2012,1,NYN,NL,0,1,3,2,0,0,0,26,15,12,4,3,1,0.357,12.46,0,0,0,0,46,1,13,1,0,0 +schwimi01,2012,1,PHI,NL,2,1,35,0,0,0,0,103,30,17,3,16,36,0.244,4.46,2,1,2,0,147,16,18,3,3,0 +scribev01,2012,1,OAK,AL,2,0,30,0,0,0,1,106,30,10,2,12,30,0.221,2.55,0,1,0,0,148,13,11,0,0,0 +seddoch01,2012,1,CLE,AL,1,1,17,2,0,0,0,103,35,14,2,13,18,0.265,3.67,1,1,0,0,147,3,15,0,2,4 +septile01,2012,1,CHA,AL,0,2,21,0,0,0,0,43,8,8,3,6,14,0.157,5.02,1,2,1,0,58,5,8,0,0,0 +shawbr01,2012,1,ARI,NL,1,6,64,0,0,0,2,178,60,23,4,24,41,0.273,3.49,3,4,2,1,252,19,29,4,2,8 +sheetbe01,2012,1,ATL,NL,4,4,9,9,0,0,0,148,52,19,6,13,35,0.275,3.47,1,1,1,0,207,0,21,4,0,5 +sherrge01,2012,1,SEA,AL,0,0,2,0,0,0,0,4,6,4,2,1,0,0.667,27.00,0,0,0,0,10,1,4,0,0,1 +shielja02,2012,1,TBA,AL,15,10,33,33,3,2,0,683,208,89,25,58,223,0.239,3.52,2,7,11,1,944,0,103,3,2,20 +simonal01,2012,1,CIN,NL,3,2,36,0,0,0,1,183,65,18,2,22,52,0.275,2.66,1,9,6,0,269,13,22,2,3,4 +sippto01,2012,1,CLE,AL,1,2,63,0,0,0,1,165,47,27,9,23,51,0.228,4.42,1,3,1,0,233,7,29,2,1,0 +skaggty01,2012,1,ARI,NL,1,3,6,6,0,0,0,88,30,19,6,13,21,0.256,5.83,0,1,2,0,133,0,20,1,0,1 +slatedo01,2012,1,PIT,NL,0,0,10,0,0,0,0,39,9,4,1,8,6,0.196,2.77,0,1,0,0,55,4,4,1,0,1 +smithjo05,2012,1,CLE,AL,7,4,72,0,0,0,0,201,53,22,4,25,53,0.213,2.96,4,1,2,1,278,12,27,1,1,6 +smithwi04,2012,1,KCA,AL,6,9,16,16,0,0,0,269,111,53,12,33,59,0.313,5.32,1,4,1,0,396,0,54,2,5,13 +smylydr01,2012,1,DET,AL,4,3,23,18,0,0,0,298,93,44,12,33,94,0.247,3.99,1,3,2,0,416,0,49,2,3,6 +socolmi01,2012,1,BAL,AL,0,0,6,0,0,0,0,31,11,8,2,6,6,0.268,6.97,0,0,0,1,47,1,8,0,0,1 +socolmi01,2012,2,CHN,NL,0,0,6,0,0,0,0,18,4,3,1,3,6,0.182,4.50,0,0,0,0,25,1,3,0,0,0 +soriara01,2012,1,NYA,AL,2,1,69,0,0,0,42,203,55,17,6,24,69,0.217,2.26,4,3,1,0,279,54,17,0,1,6 +spencjo01,2012,1,SDN,NL,0,1,11,0,0,0,0,31,13,5,1,5,10,0.302,4.35,1,0,0,0,48,3,5,0,0,0 +stammcr01,2012,1,WAS,NL,6,1,59,0,0,0,1,265,70,23,7,36,87,0.215,2.34,4,3,2,0,370,15,27,5,1,7 +staufti01,2012,1,SDN,NL,0,0,1,1,0,0,0,15,7,3,1,3,5,0.333,5.40,0,0,0,0,24,0,4,0,0,1 +stewaza01,2012,1,CHA,AL,1,2,18,1,0,0,0,90,41,20,10,4,16,0.320,6.00,0,0,0,1,134,8,26,1,1,2 +stewaza01,2012,2,BOS,AL,0,2,2,2,0,0,0,17,17,14,4,0,3,0.515,22.24,0,0,1,0,34,0,14,0,0,1 +stinsjo01,2012,1,MIL,NL,0,0,6,1,0,0,0,28,7,1,1,5,3,0.212,0.96,0,0,0,0,38,2,1,0,0,2 +storedr01,2012,1,WAS,NL,3,1,37,0,0,0,4,91,22,8,0,8,24,0.210,2.37,0,1,1,0,116,17,8,0,2,5 +storemi01,2012,1,HOU,NL,0,1,26,0,0,0,0,91,27,13,2,10,34,0.237,3.86,0,0,1,0,127,3,14,2,0,2 +straida01,2012,1,OAK,AL,2,1,7,7,0,0,0,118,36,17,11,16,32,0.237,3.89,1,0,2,0,172,0,19,1,1,0 +strasst01,2012,1,WAS,NL,15,6,28,28,0,0,0,478,136,56,15,48,197,0.230,3.16,1,5,4,0,653,0,62,6,4,14 +streehu01,2012,1,SDN,NL,2,1,40,0,0,0,23,117,17,8,2,11,47,0.130,1.85,1,1,0,0,144,36,8,1,1,0 +stroppe01,2012,1,BAL,AL,5,2,70,0,0,0,3,199,52,18,2,37,58,0.217,2.44,2,5,4,0,283,17,18,1,1,9 +stulter01,2012,1,CHA,AL,0,0,2,1,0,0,0,20,6,2,0,4,4,0.240,2.70,0,0,1,0,30,1,2,0,0,1 +stulter01,2012,2,SDN,NL,8,3,18,14,0,0,0,277,86,30,7,23,51,0.249,2.92,0,1,1,1,383,1,36,9,5,5 +stutemi01,2012,1,PHI,NL,0,0,6,0,0,0,0,17,7,4,0,4,5,0.280,6.35,0,1,0,0,29,4,6,0,0,0 +suppaje01,2012,1,SDN,NL,2,3,6,6,0,0,0,92,34,18,4,13,7,0.281,5.28,3,0,0,0,137,0,19,3,0,3 +swarzan01,2012,1,MIN,AL,3,6,44,5,0,0,0,290,106,54,15,31,62,0.284,5.03,8,3,0,0,413,9,57,3,6,12 +takahhi01,2012,1,LAA,AL,0,3,42,0,0,0,0,126,39,23,6,10,41,0.242,4.93,1,0,0,0,173,9,24,1,1,1 +takahhi01,2012,2,PIT,NL,0,0,9,0,0,0,0,25,10,8,2,4,11,0.294,8.64,0,0,0,0,39,2,8,1,0,0 +tateyyo01,2012,1,TEX,AL,1,0,14,0,0,0,0,51,18,17,4,6,18,0.257,9.00,1,0,0,0,76,5,19,0,0,1 +tayloan01,2012,1,LAA,AL,0,0,3,0,0,0,0,7,3,3,0,4,0,0.300,11.57,0,1,0,0,14,2,3,0,0,0 +tazawju01,2012,1,BOS,AL,1,1,37,0,0,0,1,132,37,7,1,5,45,0.227,1.43,0,0,2,0,172,13,7,1,1,3 +teafoev01,2012,1,KCA,AL,1,4,18,5,0,0,0,184,68,34,11,21,35,0.285,4.99,0,2,2,1,263,3,34,0,1,11 +teherju01,2012,1,ATL,NL,0,0,2,1,0,0,0,19,5,4,0,1,5,0.217,5.68,0,0,0,0,24,0,4,0,0,0 +thatcjo01,2012,1,SDN,NL,1,4,55,0,0,0,1,95,30,12,2,14,39,0.250,3.41,3,0,3,1,141,13,13,2,2,1 +thayeda01,2012,1,SDN,NL,2,2,64,0,0,0,7,173,53,22,4,12,47,0.248,3.43,4,2,1,0,235,21,24,4,4,2 +thomaju01,2012,1,BOS,AL,0,0,7,0,0,0,0,14,10,4,0,2,4,0.476,7.71,0,1,1,0,25,0,4,0,1,0 +thomaju01,2012,2,NYA,AL,0,0,4,0,0,0,0,9,2,3,1,1,3,0.182,9.00,0,0,0,0,12,0,3,0,0,0 +thompri03,2012,1,LAA,AL,0,1,2,0,0,0,0,7,5,4,1,1,3,0.417,15.43,0,0,0,0,13,2,4,0,0,0 +thompri03,2012,2,OAK,AL,0,0,1,0,0,0,0,2,1,0,0,0,0,0.333,0.00,0,0,0,0,3,1,0,0,0,0 +thornma01,2012,1,CHA,AL,4,10,74,0,0,0,3,195,63,25,4,17,53,0.257,3.46,4,2,3,0,266,18,27,1,0,9 +thornty01,2012,1,MIL,NL,0,0,8,3,0,0,0,66,24,11,8,7,20,0.279,4.50,0,1,1,0,95,3,11,1,0,2 +tillmch01,2012,1,BAL,AL,9,3,15,15,0,0,0,258,66,28,12,24,66,0.207,2.93,0,5,1,0,347,0,38,1,2,3 +tollesh01,2012,1,LAN,NL,3,1,40,0,0,0,0,113,30,18,4,20,39,0.221,4.30,1,0,1,0,160,12,19,2,1,6 +tomlijo01,2012,1,CLE,AL,5,8,21,16,0,0,0,310,126,73,18,25,56,0.301,6.36,3,4,3,0,452,0,74,2,3,13 +torreca01,2012,1,COL,NL,5,3,31,0,0,0,0,159,49,31,2,26,42,0.257,5.26,1,6,4,0,231,9,31,6,4,4 +turneja01,2012,1,DET,AL,1,1,3,3,0,0,0,37,17,11,4,7,7,0.321,8.03,1,1,0,0,61,0,11,0,1,0 +turneja01,2012,2,MIA,NL,1,4,7,7,0,0,0,128,33,16,5,9,29,0.208,3.38,2,4,0,0,170,0,21,1,1,1 +ueharko01,2012,1,TEX,AL,0,0,37,0,0,0,1,108,20,7,4,3,43,0.160,1.75,0,1,0,0,130,13,7,1,1,1 +valdejo01,2012,1,HOU,NL,0,0,12,0,0,0,0,36,12,3,1,8,10,0.261,2.25,1,1,0,0,57,3,4,3,0,0 +valdelu01,2012,1,CLE,AL,1,1,18,0,0,0,0,77,27,17,4,8,21,0.273,5.96,0,3,1,0,108,9,17,0,0,4 +valdelu01,2012,2,CHN,NL,0,0,12,0,0,0,0,44,12,5,1,11,8,0.214,3.07,1,0,0,0,67,4,6,0,0,0 +valdera02,2012,1,PHI,NL,3,2,27,1,0,0,0,93,18,10,3,5,35,0.168,2.90,1,0,0,0,113,7,10,1,0,2 +valvejo01,2012,1,DET,AL,3,4,71,0,0,0,35,207,59,29,3,27,48,0.229,3.78,5,1,4,0,294,67,34,2,3,3 +vanderi01,2012,1,PIT,NL,0,1,4,0,0,0,0,8,5,4,0,1,3,0.357,13.50,0,2,1,0,16,3,4,0,0,0 +vargaja01,2012,1,SEA,AL,14,11,33,33,2,0,0,652,201,93,35,55,141,0.245,3.85,1,5,3,0,887,0,94,3,6,21 +varvaan01,2012,1,ATL,NL,1,1,12,0,0,0,0,50,16,10,2,9,21,0.250,5.40,1,3,2,0,76,5,11,1,0,1 +vasques01,2012,1,MIN,AL,0,2,6,6,0,0,0,95,32,20,2,19,14,0.274,5.68,0,1,1,0,141,0,20,1,3,1 +vealdo01,2012,1,CHA,AL,0,0,24,0,0,0,1,39,5,2,0,4,19,0.111,1.38,0,0,0,0,49,5,2,0,0,0 +ventejo01,2012,1,ATL,NL,5,4,66,0,0,0,0,176,61,21,6,28,69,0.270,3.22,3,9,5,0,262,12,23,3,0,9 +verasjo01,2012,1,MIL,NL,5,4,72,0,0,0,1,201,61,27,5,40,79,0.239,3.63,1,1,2,0,300,17,29,1,2,2 +verdury01,2012,1,KCA,AL,0,1,1,1,0,0,0,5,8,6,1,2,2,0.615,32.40,0,0,0,0,15,0,6,0,0,0 +verlaju01,2012,1,DET,AL,17,8,33,33,6,1,0,715,192,70,19,60,239,0.217,2.64,2,2,5,1,956,0,81,4,3,16 +villabr02,2012,1,DET,AL,3,5,50,0,0,0,0,164,38,16,3,28,66,0.201,2.63,3,9,1,2,226,15,20,1,6,4 +villaca01,2012,1,TOR,AL,7,7,38,16,0,0,0,376,113,58,23,46,122,0.242,4.16,4,6,3,1,521,9,59,2,4,12 +villape01,2012,1,CIN,NL,0,0,1,0,0,0,0,3,0,0,0,0,1,0.000,0.00,0,0,0,0,3,1,0,0,0,0 +vinceni01,2012,1,SDN,NL,2,0,27,0,0,0,0,79,19,5,2,7,28,0.198,1.71,0,1,1,0,105,3,5,1,0,0 +vogelry01,2012,1,SFN,NL,14,9,31,31,0,0,0,569,171,71,17,62,158,0.242,3.37,7,3,8,0,788,0,76,7,4,13 +volqued01,2012,1,SDN,NL,11,11,32,32,1,1,0,548,160,84,14,105,174,0.236,4.14,6,9,9,1,802,0,88,5,4,11 +volstch01,2012,1,CHN,NL,3,12,21,21,0,0,0,334,137,78,16,43,61,0.306,6.31,4,2,3,1,507,0,81,5,8,10 +wadeco01,2012,1,NYA,AL,1,1,39,0,0,0,0,117,46,28,8,8,38,0.286,6.46,1,0,1,0,171,7,29,0,1,0 +wainwad01,2012,1,SLN,NL,14,13,32,32,3,2,0,596,196,87,15,52,184,0.259,3.94,3,5,6,2,831,0,96,9,6,17 +waldejo01,2012,1,LAA,AL,3,2,45,0,0,0,1,117,35,15,3,18,48,0.229,3.46,1,7,0,0,172,20,15,0,1,0 +waldrky01,2012,1,MIN,AL,0,1,17,0,0,0,0,64,27,6,2,6,7,0.318,2.53,1,1,3,0,94,3,6,0,0,3 +walljo02,2012,1,LAN,NL,1,0,7,0,0,0,0,17,3,3,1,1,4,0.158,4.76,0,2,1,0,21,6,3,0,0,1 +waltepj01,2012,1,MIN,AL,2,5,12,12,1,0,0,185,71,39,12,22,42,0.291,5.69,1,1,3,0,271,0,41,1,1,9 +wangch01,2012,1,WAS,NL,2,3,10,5,0,0,0,97,50,24,5,15,15,0.376,6.68,0,5,3,0,158,0,24,4,3,3 +warread01,2012,1,NYA,AL,0,0,1,1,0,0,0,7,8,6,2,2,1,0.533,23.14,0,0,0,0,17,0,6,0,0,0 +watsoto01,2012,1,PIT,NL,5,2,68,0,0,0,0,160,37,20,5,23,53,0.198,3.38,1,1,1,0,215,10,21,2,2,4 +weaveje02,2012,1,LAA,AL,20,5,30,30,3,2,0,566,147,59,20,45,142,0.214,2.81,0,2,4,0,739,0,63,0,4,13 +webbry01,2012,1,MIA,NL,4,3,65,0,0,0,0,181,72,27,2,20,44,0.295,4.03,8,0,4,0,270,21,30,0,2,6 +weberth01,2012,1,DET,AL,0,1,2,0,0,0,0,12,10,4,0,2,1,0.455,9.00,0,0,0,0,24,1,4,0,0,1 +weilaky01,2012,1,HOU,NL,0,3,3,3,0,0,0,53,24,13,5,7,13,0.333,6.62,0,1,0,1,79,0,13,0,0,3 +wellski01,2012,1,SDN,NL,2,4,7,7,0,0,0,112,41,19,6,20,19,0.283,4.58,1,4,1,0,169,0,23,1,2,2 +wellsra01,2012,1,CHN,NL,1,2,12,4,0,0,0,86,35,17,1,24,14,0.313,5.34,1,1,2,0,143,2,18,4,1,1 +wernean01,2012,1,SDN,NL,2,3,8,8,0,0,0,121,45,25,5,14,35,0.285,5.58,1,1,1,1,177,0,26,2,2,3 +westbja01,2012,1,SLN,NL,13,11,28,28,1,0,0,524,191,77,12,52,106,0.282,3.97,0,5,8,0,751,0,85,8,5,23 +wheelda01,2012,1,CLE,AL,0,0,12,0,0,0,0,37,17,12,3,7,2,0.327,8.76,0,2,0,0,61,2,12,0,2,0 +whiteal01,2012,1,COL,NL,2,9,23,20,0,0,0,294,114,60,13,51,64,0.288,5.51,9,6,5,0,459,0,66,5,2,3 +wielajo01,2012,1,SDN,NL,0,4,5,5,0,0,0,83,26,14,5,9,24,0.245,4.55,2,1,1,0,119,0,16,1,2,2 +wilheto01,2012,1,SEA,AL,4,3,73,0,0,0,29,238,59,22,5,29,87,0.202,2.50,3,3,2,0,326,48,24,1,2,5 +wilkad01,2012,1,DET,AL,0,3,3,3,0,0,0,33,21,10,4,3,7,0.412,8.18,0,0,0,0,55,0,11,0,1,0 +willije02,2012,1,LAA,AL,6,8,32,15,1,1,1,413,139,70,17,35,98,0.263,4.58,1,1,5,0,572,7,73,0,4,15 +wilsobr01,2012,1,SFN,NL,0,0,2,0,0,0,1,6,4,2,0,2,2,0.400,9.00,0,1,0,0,12,2,2,0,0,0 +wilsocj01,2012,1,LAA,AL,13,10,34,34,0,0,0,607,181,86,19,91,173,0.239,3.83,2,4,6,1,865,0,102,4,6,23 +wilsoju10,2012,1,PIT,NL,0,0,8,0,0,0,0,14,10,1,0,3,7,0.455,1.93,0,1,0,0,26,3,1,1,0,0 +wisede01,2012,1,NYA,AL,0,0,1,0,0,0,0,2,0,0,0,0,0,0.000,0.00,0,0,0,0,2,1,0,0,0,0 +wisede01,2012,2,CHA,AL,0,0,1,0,0,0,0,3,1,0,0,1,0,0.333,0.00,0,0,0,0,4,1,0,0,0,1 +wolfra02,2012,1,MIL,NL,3,10,25,24,0,0,0,427,179,90,21,45,96,0.314,5.69,1,2,6,2,633,0,94,8,4,15 +wolfra02,2012,2,BAL,AL,2,0,5,2,0,0,0,46,17,9,2,7,8,0.304,5.28,0,0,1,0,66,1,9,2,0,5 +woodke02,2012,1,CHN,NL,0,2,10,0,0,0,0,26,8,8,1,11,6,0.267,8.31,0,1,0,0,42,0,8,0,1,2 +woodtr01,2012,1,CHN,NL,6,13,26,26,0,0,0,468,133,74,25,54,119,0.232,4.27,3,2,8,1,649,0,80,9,4,12 +worleva01,2012,1,PHI,NL,6,9,23,23,0,0,0,399,154,62,12,47,107,0.296,4.20,4,1,6,0,590,0,69,11,3,13 +wrighja01,2012,1,LAN,NL,5,3,66,0,0,0,0,203,72,28,2,30,54,0.270,3.72,7,2,4,0,306,22,35,3,2,5 +wrighwe01,2012,1,HOU,NL,2,2,77,0,0,0,1,157,45,19,4,17,54,0.226,3.27,0,1,6,0,223,13,20,1,0,3 +youngch03,2012,1,NYN,NL,4,9,20,20,0,0,0,345,119,53,16,36,80,0.269,4.15,5,3,2,0,493,0,58,9,4,3 +zagurmi01,2012,1,ARI,NL,0,0,45,0,0,0,0,112,37,23,5,19,34,0.272,5.54,0,5,1,0,163,13,24,2,5,4 +zambrca01,2012,1,MIA,NL,7,10,35,20,1,1,0,397,123,66,9,75,95,0.251,4.49,1,1,10,0,591,5,75,7,8,12 +zieglbr01,2012,1,ARI,NL,6,1,77,0,0,0,0,206,54,19,2,21,42,0.228,2.49,2,1,1,0,263,15,21,2,2,21 +zimmejo02,2012,1,WAS,NL,12,8,32,32,0,0,0,587,186,64,18,43,153,0.251,2.94,2,3,8,0,805,0,69,8,4,18 +zitoba01,2012,1,SFN,NL,15,8,32,32,1,1,0,553,186,85,20,70,114,0.263,4.15,6,1,5,0,799,0,91,12,4,16 +aardsda01,2013,1,NYN,NL,2,2,43,0,0,0,0,119,39,19,7,19,36,0.257,4.31,6,1,4,1,178,7,20,2,1,2 +abadfe01,2013,1,WAS,NL,0,3,39,0,0,0,0,113,42,14,3,10,32,0.271,3.35,0,0,1,0,166,17,14,0,0,0 +aceveal01,2013,1,BOS,AL,4,1,11,6,0,0,0,111,42,20,8,22,24,0.288,4.86,0,0,0,2,169,3,21,0,1,4 +adamsmi03,2013,1,PHI,NL,1,4,28,0,0,0,0,75,23,11,5,11,23,0.242,3.96,0,1,1,0,107,4,11,0,0,2 +affelje01,2013,1,SFN,NL,1,5,39,0,0,0,0,101,27,14,2,17,21,0.225,3.74,5,2,4,0,146,11,14,4,1,3 +alberan01,2013,1,MIN,AL,2,5,10,10,1,1,0,180,64,27,6,7,25,0.271,4.05,0,0,2,1,249,0,34,2,2,8 +alberma01,2013,1,CLE,AL,3,1,56,0,0,0,0,189,57,22,2,23,35,0.242,3.14,3,6,1,0,262,21,25,2,0,9 +albural01,2013,1,DET,AL,4,3,53,0,0,0,0,147,39,25,5,34,70,0.213,4.59,5,9,2,1,220,12,25,0,1,3 +allenco01,2013,1,CLE,AL,6,1,77,0,0,0,2,211,62,19,7,26,88,0.233,2.43,2,9,1,0,301,12,22,4,4,2 +alvarhe01,2013,1,MIA,NL,5,6,17,17,1,1,0,308,90,41,2,27,57,0.237,3.59,1,4,7,1,418,0,42,0,4,11 +alvarjo02,2013,1,DET,AL,1,5,14,6,0,0,0,116,42,25,7,16,31,0.280,5.82,1,0,2,1,172,0,26,2,2,4 +ambrihe01,2013,1,HOU,AL,2,4,43,0,0,0,2,109,50,23,8,14,27,0.325,5.70,1,4,1,0,171,10,28,0,2,6 +amesst01,2013,1,MIA,NL,0,1,4,0,0,0,0,12,6,2,0,2,4,0.375,4.50,1,0,0,0,19,3,2,1,0,1 +anderbr04,2013,1,OAK,AL,1,4,16,5,0,0,3,134,51,30,5,21,46,0.287,6.04,1,0,0,0,200,4,32,1,0,6 +archech01,2013,1,TBA,AL,9,7,23,23,2,2,0,386,107,46,15,38,101,0.226,3.22,2,7,8,0,525,0,49,1,5,11 +arrieja01,2013,1,BAL,AL,1,2,5,5,0,0,0,71,25,19,2,17,23,0.281,7.23,1,1,2,0,111,0,19,0,3,3 +arrieja01,2013,2,CHN,NL,4,2,9,9,0,0,0,155,34,21,7,24,37,0.185,3.66,0,0,3,0,213,0,22,2,0,2 +arroybr01,2013,1,CIN,NL,14,12,32,32,2,1,0,606,199,85,32,34,124,0.258,3.79,2,1,7,2,823,0,88,4,7,13 +atchisc01,2013,1,NYN,NL,3,3,50,0,0,0,0,136,45,22,4,12,28,0.254,4.37,0,5,0,0,194,10,27,2,3,1 +aumonph01,2013,1,PHI,NL,1,3,22,0,0,0,0,58,24,9,0,13,19,0.308,4.19,1,2,3,1,95,8,11,0,1,3 +avilalu01,2013,1,ATL,NL,5,0,75,0,0,0,0,195,40,11,1,22,38,0.175,1.52,2,3,4,1,256,7,12,1,1,4 +axelrdy01,2013,1,CHA,AL,4,11,30,20,0,0,0,385,170,81,24,43,73,0.318,5.68,2,5,4,0,586,8,89,2,3,11 +axforjo01,2013,1,MIL,NL,6,7,62,0,0,0,0,164,62,27,10,23,54,0.286,4.45,3,5,1,0,245,13,29,3,1,2 +axforjo01,2013,2,SLN,NL,1,0,13,0,0,0,0,31,11,2,0,3,11,0.282,1.74,0,0,1,0,44,3,3,1,0,2 +ayalalu01,2013,1,BAL,AL,1,0,2,0,0,0,0,6,4,2,1,0,2,0.400,9.00,0,0,0,0,10,0,2,0,0,0 +ayalalu01,2013,2,ATL,NL,1,1,37,0,0,0,0,93,34,10,1,13,20,0.286,2.90,2,1,0,0,133,7,10,1,0,7 +badenbu01,2013,1,MIL,NL,2,3,63,0,0,0,1,187,62,24,6,12,42,0.266,3.47,4,2,0,0,254,23,32,7,2,7 +bailean01,2013,1,BOS,AL,3,1,30,0,0,0,8,86,23,12,7,12,39,0.223,3.77,0,0,0,0,116,17,12,1,0,3 +baileho02,2013,1,CIN,NL,11,12,32,32,2,1,0,627,181,81,20,54,199,0.234,3.49,2,5,10,2,849,0,85,8,4,17 +bakersc02,2013,1,CHN,NL,0,0,3,3,0,0,0,45,9,6,3,4,6,0.173,3.60,0,0,0,0,57,0,6,1,0,0 +balfogr01,2013,1,OAK,AL,1,3,65,0,0,0,38,188,48,18,7,27,72,0.206,2.59,2,9,0,0,262,55,20,2,0,2 +bardda01,2013,1,BOS,AL,0,0,2,0,0,0,0,3,1,1,0,2,1,0.250,9.00,0,0,0,0,6,1,1,0,0,0 +barnesc01,2013,1,CLE,AL,0,1,6,0,0,0,1,26,8,7,3,3,10,0.242,7.27,0,1,2,0,38,4,7,0,0,0 +bassan01,2013,1,SDN,NL,0,0,24,0,0,0,0,126,51,25,4,20,31,0.297,5.36,4,5,0,0,193,9,26,1,0,4 +bastaan01,2013,1,PHI,NL,3,2,48,0,0,0,2,128,33,11,2,21,47,0.217,2.32,1,4,1,0,179,15,12,4,1,4 +bauertr01,2013,1,CLE,AL,1,2,4,4,0,0,0,51,15,10,3,16,11,0.238,5.29,0,1,1,0,81,0,11,0,1,0 +beachbr01,2013,1,ATL,NL,2,1,5,5,0,0,0,90,27,15,5,4,23,0.239,4.50,0,2,0,0,120,0,17,2,1,0 +beatope01,2013,1,BOS,AL,1,1,10,0,0,0,0,30,12,4,1,2,5,0.279,3.60,0,0,1,0,46,5,5,0,0,0 +beavabl01,2013,1,SEA,AL,0,2,12,2,0,0,0,119,46,27,8,8,27,0.284,6.13,0,0,1,0,174,4,27,1,2,1 +beckejo02,2013,1,LAN,NL,0,5,8,8,1,0,0,130,50,25,8,15,41,0.289,5.19,2,0,1,0,195,0,30,5,1,2 +bedarer01,2013,1,HOU,AL,4,12,32,26,0,0,1,453,149,77,18,75,138,0.260,4.59,0,1,6,0,663,3,83,2,6,15 +belfimi01,2013,1,BAL,AL,0,0,1,0,0,0,0,4,3,2,2,1,0,0.500,13.50,0,0,0,0,7,1,2,0,0,1 +belisma01,2013,1,COL,NL,5,7,72,0,0,0,0,219,76,35,6,15,62,0.269,4.32,2,3,0,0,301,16,37,2,1,8 +belisro01,2013,1,LAN,NL,5,7,77,0,0,0,1,204,72,30,3,28,49,0.274,3.97,10,3,5,0,300,12,34,2,2,9 +belivje01,2013,1,TBA,AL,0,0,1,0,0,0,0,2,1,0,0,1,0,0.333,0.00,0,0,0,0,4,0,0,0,0,0 +bellhe01,2013,1,ARI,NL,5,2,69,0,0,0,15,197,74,30,12,16,72,0.279,4.11,1,4,3,0,287,32,30,2,1,5 +belowdu01,2013,1,MIA,NL,0,1,2,0,0,0,0,8,6,3,0,2,2,0.500,10.13,1,0,0,0,15,0,3,0,1,0 +benoijo01,2013,1,DET,AL,4,1,66,0,0,0,24,201,47,15,5,22,73,0.197,2.01,2,2,1,0,265,43,15,4,0,3 +betande01,2013,1,NYA,AL,0,0,6,0,0,0,0,15,9,6,1,2,10,0.375,10.80,0,0,0,0,26,3,6,0,0,0 +betanra01,2013,1,COL,NL,2,5,32,0,0,0,16,86,26,13,2,11,27,0.241,4.08,2,1,0,0,123,29,15,3,1,0 +bettich01,2013,1,COL,NL,1,3,16,8,0,0,0,134,55,28,6,20,30,0.302,5.64,2,2,2,1,208,0,34,3,1,2 +billich01,2013,1,LAN,NL,1,0,2,2,0,0,0,36,12,4,1,5,6,0.286,3.00,0,0,0,0,49,0,4,2,0,3 +blacktr01,2013,1,HOU,AL,1,1,42,0,0,0,0,105,30,19,10,20,29,0.234,4.89,4,4,1,0,152,5,19,1,2,3 +blacktr01,2013,2,TEX,AL,1,1,4,3,0,0,0,46,16,8,2,2,11,0.281,4.70,0,3,0,0,59,0,8,0,0,3 +blackvi01,2013,1,PIT,NL,0,0,3,0,0,0,0,12,6,2,0,2,3,0.333,4.50,0,1,1,0,21,2,2,0,0,0 +blackvi01,2013,2,NYN,NL,3,0,15,0,0,0,1,39,11,5,1,4,12,0.224,3.46,0,3,1,0,55,4,5,0,1,1 +blantjo01,2013,1,LAA,AL,2,14,28,20,0,0,0,398,180,89,29,34,108,0.317,6.04,4,9,4,0,611,7,96,1,5,9 +blazemi01,2013,1,SLN,NL,0,0,11,0,0,0,0,31,10,8,2,10,10,0.244,6.97,0,0,1,0,52,3,8,0,0,0 +blazemi01,2013,2,MIL,NL,0,1,7,0,0,0,0,21,6,3,1,3,4,0.222,3.86,0,0,0,0,32,4,4,1,1,0 +blevije01,2013,1,OAK,AL,5,0,67,0,0,0,0,180,47,21,7,17,52,0.218,3.15,2,2,4,0,245,14,23,3,5,3 +boggsmi01,2013,1,SLN,NL,0,3,18,0,0,0,2,44,21,18,3,15,11,0.339,11.05,4,1,2,0,82,10,20,2,1,3 +boggsmi01,2013,2,COL,NL,0,0,9,0,0,0,0,26,7,3,2,5,5,0.226,3.12,0,0,1,0,38,4,3,0,1,1 +bondeje01,2013,1,SEA,AL,1,3,7,7,0,0,0,115,40,21,4,17,16,0.267,4.93,2,2,2,0,170,0,23,0,1,3 +bondeje01,2013,2,DET,AL,1,1,11,0,0,0,0,50,18,12,3,10,16,0.281,6.48,1,1,0,0,76,4,13,1,1,3 +bootcch01,2013,1,NYA,AL,0,0,1,0,0,0,0,3,2,1,0,2,1,0.400,9.00,0,0,0,0,7,1,1,0,0,0 +boshebu01,2013,1,LAA,AL,0,0,25,0,0,0,0,46,13,8,0,8,13,0.241,4.70,1,0,1,0,63,1,8,0,0,2 +bowdemi01,2013,1,CHN,NL,1,3,34,0,0,0,0,113,32,18,3,15,23,0.239,4.30,2,4,3,1,158,12,18,4,2,3 +boxbebr01,2013,1,SDN,NL,0,1,18,0,0,0,1,66,19,7,3,13,24,0.250,2.86,0,0,0,0,94,6,9,3,2,2 +brachbr01,2013,1,SDN,NL,1,0,33,0,0,0,0,93,36,11,3,19,31,0.303,3.19,0,4,0,0,141,6,15,0,3,3 +brasiry01,2013,1,LAA,AL,0,0,7,0,0,0,0,27,7,2,1,4,7,0.233,2.00,0,0,0,0,35,7,2,0,1,1 +breslcr01,2013,1,BOS,AL,5,2,61,0,0,0,0,179,49,12,3,18,33,0.228,1.81,0,2,2,0,237,13,16,0,2,7 +brewech01,2013,1,ARI,NL,0,0,4,0,0,0,0,18,8,2,0,2,5,0.320,3.00,0,0,0,0,27,2,2,0,0,1 +brittdr01,2013,1,BOS,AL,1,1,18,0,0,0,0,63,21,9,1,7,17,0.280,3.86,1,0,0,0,84,7,9,0,2,3 +brittza01,2013,1,BAL,AL,2,3,8,7,0,0,0,120,52,22,4,17,18,0.321,4.95,1,1,1,0,182,0,23,1,1,6 +brothre01,2013,1,COL,NL,2,1,72,0,0,0,19,202,51,13,5,36,76,0.209,1.74,2,3,0,3,281,40,16,1,0,8 +broxtjo01,2013,1,CIN,NL,2,2,34,0,0,0,0,92,27,14,4,12,25,0.237,4.11,2,0,4,0,133,8,17,1,2,3 +buchhcl01,2013,1,BOS,AL,12,1,16,16,1,1,0,325,75,21,4,36,96,0.199,1.74,0,1,1,0,416,0,23,1,2,14 +bucknbi02,2013,1,LAA,AL,1,0,7,2,0,0,0,52,17,9,5,7,7,0.270,4.67,0,2,1,0,73,4,9,1,1,3 +buehrma01,2013,1,TOR,AL,12,10,33,33,1,1,0,611,223,94,24,51,139,0.276,4.15,3,2,9,0,876,0,100,3,6,15 +buenofr01,2013,1,KCA,AL,1,0,7,0,0,0,0,25,4,0,0,2,5,0.143,0.00,1,0,0,0,31,0,0,1,0,1 +bumgama01,2013,1,SFN,NL,13,9,31,31,0,0,0,604,146,62,15,62,199,0.203,2.77,6,6,6,0,803,0,68,10,4,15 +burgohi01,2013,1,MIL,NL,1,2,6,6,0,0,0,88,38,21,5,11,18,0.309,6.44,0,0,2,0,139,0,23,1,2,1 +burkegr01,2013,1,NYN,NL,0,3,32,0,0,0,0,95,43,20,3,15,28,0.312,5.68,2,0,0,0,156,12,27,3,0,2 +burneaj01,2013,1,PIT,NL,10,11,30,30,1,0,0,573,165,70,11,67,209,0.231,3.30,3,12,9,0,801,0,79,8,3,13 +burneal01,2013,1,BAL,AL,0,0,2,0,0,0,0,4,4,3,0,2,2,0.500,20.25,0,0,0,0,10,0,3,0,0,0 +burneal01,2013,2,CHN,NL,0,0,1,0,0,0,0,3,1,0,0,0,0,0.250,0.00,0,0,0,0,4,1,0,0,0,0 +burnese01,2013,1,LAA,AL,0,0,13,0,0,0,0,29,9,1,1,4,7,0.265,0.93,0,1,0,0,40,1,1,2,0,2 +burnsco01,2013,1,TEX,AL,1,0,10,0,0,0,0,34,12,4,1,7,5,0.261,3.18,2,2,1,0,54,4,4,0,0,1 +burtoja01,2013,1,MIN,AL,2,9,71,0,0,0,2,198,61,28,6,22,61,0.242,3.82,5,2,5,0,281,14,29,2,0,5 +bushda01,2013,1,TOR,AL,0,0,1,0,0,0,0,9,5,5,4,1,1,0.357,15.00,0,0,0,0,15,0,5,0,0,0 +butleke01,2013,1,SLN,NL,0,0,16,0,0,0,0,60,13,9,0,11,16,0.181,4.05,0,0,1,0,85,8,9,0,1,0 +byrdati01,2013,1,NYN,NL,0,0,8,0,0,0,0,14,5,4,2,2,3,0.263,7.71,0,0,0,0,21,2,4,0,0,0 +cabrace01,2013,1,NYA,AL,0,0,8,0,0,0,0,11,3,1,0,1,6,0.231,2.45,0,2,1,0,15,0,1,0,0,1 +cabreal03,2013,1,CHN,NL,0,0,7,0,0,0,0,18,7,3,0,5,4,0.292,4.50,0,0,1,0,30,0,3,0,0,1 +cahiltr01,2013,1,ARI,NL,8,10,26,25,0,0,0,440,143,65,13,65,102,0.261,3.99,2,17,6,0,636,1,70,9,9,14 +cainma01,2013,1,SFN,NL,8,10,30,30,0,0,0,553,158,82,23,55,158,0.228,4.00,3,1,5,0,760,0,85,6,2,9 +caminar01,2013,1,MIA,NL,0,0,13,0,0,0,0,39,10,4,2,3,12,0.208,2.77,0,1,1,0,52,6,4,0,0,1 +campsh01,2013,1,CHN,NL,1,1,26,0,0,0,0,69,34,18,7,9,13,0.362,7.04,2,0,0,2,108,8,18,2,3,3 +cappsca01,2013,1,SEA,AL,3,3,53,0,0,0,0,177,73,36,12,23,66,0.302,5.49,4,5,2,0,270,11,37,2,1,2 +capuach01,2013,1,LAN,NL,4,7,24,20,0,0,0,317,125,50,11,24,81,0.295,4.26,5,5,0,0,457,0,57,6,3,11 +carmofa01,2013,1,TBA,AL,6,13,32,24,1,0,1,453,164,82,24,38,113,0.281,4.89,8,3,13,0,643,3,87,3,5,17 +carpeda01,2013,1,ATL,NL,4,1,56,0,0,0,0,197,45,13,5,20,74,0.198,1.78,3,4,3,0,256,14,13,2,4,5 +carpeda02,2013,1,LAA,AL,0,0,1,0,0,0,0,1,2,4,1,2,1,0.667,108.00,0,1,0,0,5,0,4,0,0,0 +carraca01,2013,1,CLE,AL,1,4,15,7,0,0,0,140,64,35,4,18,30,0.330,6.75,2,2,1,0,218,5,36,2,3,6 +carroja01,2013,1,MIN,AL,0,0,1,0,0,0,0,3,0,0,0,0,0,0.000,0.00,0,0,0,0,3,1,0,0,0,0 +carsoro01,2013,1,NYN,NL,0,0,14,0,0,0,0,59,21,18,9,7,8,0.269,8.24,0,0,1,0,88,3,19,1,1,0 +cashnan01,2013,1,SDN,NL,10,9,31,26,1,1,0,525,151,60,12,47,128,0.233,3.09,3,5,4,0,707,2,68,6,3,13 +castrsi01,2013,1,CHA,AL,0,1,4,0,0,0,0,20,5,2,1,3,6,0.217,2.70,0,0,1,0,28,4,2,1,0,0 +cecilbr01,2013,1,TOR,AL,5,1,60,0,0,0,1,182,44,19,4,23,70,0.201,2.82,3,5,3,1,250,12,20,3,2,1 +cedenxa01,2013,1,HOU,AL,0,0,5,0,0,0,0,19,10,8,0,7,3,0.370,11.37,0,0,2,0,37,0,11,1,0,3 +cedenxa01,2013,2,WAS,NL,0,0,11,0,0,0,0,18,5,1,0,1,6,0.227,1.50,0,0,0,0,23,3,1,0,0,1 +chacijh01,2013,1,COL,NL,14,10,31,31,0,0,0,592,188,76,11,61,126,0.253,3.47,3,5,3,1,816,0,82,3,7,30 +chambjo03,2013,1,NYA,AL,2,1,45,0,0,0,1,126,47,23,8,26,38,0.278,4.93,1,3,1,0,198,14,23,0,1,2 +chapmar01,2013,1,CIN,NL,4,5,68,0,0,0,38,191,37,18,7,29,112,0.164,2.54,0,6,3,0,258,55,18,1,0,2 +chapmke02,2013,1,HOU,AL,1,1,25,0,0,0,1,61,13,4,1,13,15,0.183,1.77,2,3,1,0,87,2,6,2,0,2 +chatwty01,2013,1,COL,NL,8,5,20,20,1,0,0,334,118,39,5,41,66,0.278,3.15,5,10,4,0,476,0,44,2,4,17 +chaveje01,2013,1,OAK,AL,2,4,35,0,0,0,1,172,50,25,3,20,55,0.230,3.92,4,5,3,0,248,16,27,6,2,1 +chenbr01,2013,1,KCA,AL,9,4,34,15,0,0,0,363,107,44,13,36,78,0.237,3.27,4,0,3,1,498,3,46,2,5,5 +chenwe02,2013,1,BAL,AL,7,7,23,23,0,0,0,411,142,62,17,39,104,0.272,4.07,2,3,2,0,572,0,62,2,6,18 +choatra01,2013,1,SLN,NL,2,1,64,0,0,0,0,106,26,9,0,11,28,0.208,2.29,0,0,2,0,141,9,9,2,1,6 +chrisni01,2013,1,CIN,NL,0,0,3,0,0,0,0,12,2,1,1,2,1,0.167,2.25,0,0,1,0,16,1,1,0,1,1 +cingrto01,2013,1,CIN,NL,7,4,23,18,0,0,0,314,72,34,14,43,120,0.196,2.92,1,4,2,0,420,0,37,4,4,7 +cishest01,2013,1,MIA,NL,4,6,69,0,0,0,34,209,53,18,3,22,74,0.211,2.33,6,1,2,0,281,62,19,3,3,5 +cisnejo01,2013,1,HOU,AL,2,2,28,0,0,0,0,131,49,20,5,22,41,0.283,4.12,5,1,1,2,198,11,23,0,2,2 +claibpr01,2013,1,NYA,AL,0,2,44,0,0,0,0,151,51,23,7,14,42,0.260,4.11,4,2,2,0,214,12,23,2,0,3 +clarkza01,2013,1,BAL,AL,0,0,1,0,0,0,0,5,3,3,0,2,1,0.429,16.20,0,0,0,0,10,0,3,0,1,0 +clemepa02,2013,1,HOU,AL,4,7,35,5,0,0,0,220,82,44,16,26,49,0.283,5.40,1,2,2,0,323,8,48,0,5,5 +cletoma01,2013,1,SLN,NL,0,0,1,0,0,0,0,7,5,5,1,1,5,0.417,19.29,0,0,2,0,15,1,5,0,0,0 +clippty01,2013,1,WAS,NL,6,3,72,0,0,0,0,213,37,19,9,24,73,0.152,2.41,1,2,4,0,275,6,19,2,1,2 +cloydty01,2013,1,PHI,NL,2,7,13,11,0,0,0,181,83,44,7,25,41,0.328,6.56,2,3,1,0,282,1,45,2,1,7 +cobbal01,2013,1,TBA,AL,11,3,22,22,1,0,0,430,120,44,13,45,134,0.228,2.76,4,5,3,1,578,0,46,1,2,15 +coellro01,2013,1,LAA,AL,2,2,16,0,0,0,1,51,14,7,1,8,23,0.219,3.71,0,0,0,0,73,8,7,1,0,0 +cokeph01,2013,1,DET,AL,0,5,49,0,0,0,1,115,43,23,3,21,30,0.291,5.40,7,1,0,0,177,14,24,4,4,5 +colege01,2013,1,PIT,NL,10,7,19,19,0,0,0,352,109,42,7,28,100,0.253,3.22,0,4,3,0,469,0,43,5,2,15 +colemlo01,2013,1,KCA,AL,3,0,27,0,0,0,0,89,19,2,1,6,32,0.186,0.61,1,1,1,0,110,8,2,1,0,5 +colliti01,2013,1,KCA,AL,3,6,66,0,0,0,0,160,49,21,3,28,52,0.244,3.54,1,0,0,0,233,8,26,2,2,3 +collmjo01,2013,1,ARI,NL,5,5,49,0,0,0,0,276,79,32,8,33,85,0.232,3.13,8,3,2,0,384,10,34,8,0,4 +colomal01,2013,1,TBA,AL,1,1,3,3,0,0,0,48,14,4,2,9,12,0.230,2.25,0,1,1,0,71,0,8,0,0,3 +colonba01,2013,1,OAK,AL,18,6,30,30,3,3,0,571,193,56,14,29,117,0.264,2.65,0,1,0,0,769,0,60,3,6,21 +contrjo01,2013,1,PIT,NL,0,0,7,0,0,0,0,15,7,5,1,6,5,0.318,9.00,0,0,0,0,28,1,5,0,0,0 +cookry01,2013,1,OAK,AL,6,4,71,0,0,0,2,202,62,19,2,25,67,0.238,2.54,1,7,4,0,294,13,22,0,4,2 +corbipa01,2013,1,ARI,NL,14,8,32,32,3,0,0,625,189,79,19,54,178,0.240,3.41,1,13,9,0,860,0,81,8,1,10 +corpama01,2013,1,COL,NL,1,2,31,0,0,0,0,125,40,21,5,16,30,0.255,4.54,3,3,1,1,178,9,21,1,3,5 +correke01,2013,1,MIN,AL,9,13,31,31,0,0,0,556,218,86,24,45,101,0.297,4.18,1,2,2,0,792,0,89,6,5,26 +cosarja01,2013,1,HOU,AL,1,1,10,10,0,0,0,180,46,13,3,35,33,0.220,1.95,0,3,0,0,246,0,15,0,2,12 +cottsne01,2013,1,TEX,AL,8,3,58,0,0,0,1,171,36,7,2,18,65,0.180,1.11,1,3,0,0,223,6,8,2,3,2 +crainje01,2013,1,CHA,AL,2,3,38,0,0,0,0,110,31,3,0,11,46,0.225,0.74,1,0,1,0,152,5,6,2,0,1 +crowaa01,2013,1,KCA,AL,7,5,57,0,0,0,1,144,49,18,6,22,44,0.271,3.38,3,5,2,0,210,14,19,2,3,5 +cruzrh01,2013,1,HOU,AL,0,2,20,0,0,0,0,64,25,8,2,11,10,0.305,3.38,0,1,2,0,98,11,9,0,2,2 +cuetojo01,2013,1,CIN,NL,5,2,11,11,0,0,0,182,46,19,7,18,51,0.209,2.82,1,1,1,0,242,0,20,2,1,6 +cumptbr01,2013,1,PIT,NL,2,1,6,5,0,0,0,92,26,7,1,5,22,0.226,2.05,0,1,1,0,124,0,8,2,1,0 +daleyma01,2013,1,NYA,AL,1,0,7,0,0,0,0,18,2,0,0,0,8,0.100,0.00,0,0,1,0,21,4,0,0,0,0 +danksjo01,2013,1,CHA,AL,4,14,22,22,0,0,0,415,151,73,28,27,89,0.277,4.75,0,3,4,0,583,0,81,1,5,9 +darviyu01,2013,1,TEX,AL,13,9,32,32,0,0,0,629,145,66,26,80,277,0.194,2.83,1,7,8,1,841,0,68,0,5,17 +daviser02,2013,1,WAS,NL,1,0,10,0,0,0,0,26,10,3,0,1,12,0.278,3.12,0,1,0,0,38,2,3,1,0,0 +daviswa01,2013,1,KCA,AL,8,11,31,24,0,0,0,406,169,80,15,58,114,0.307,5.32,2,7,4,0,618,2,89,1,5,15 +dedunsa01,2013,1,MIN,AL,8,8,18,18,0,0,0,324,105,46,7,41,67,0.259,3.83,0,8,9,2,461,0,48,3,3,12 +defraju01,2013,1,PHI,NL,3,3,58,0,0,0,0,140,45,20,3,25,42,0.259,3.86,3,6,5,0,208,12,21,2,2,6 +delabst01,2013,1,TOR,AL,5,5,55,0,0,0,1,176,50,21,4,29,82,0.231,3.22,5,4,2,1,253,14,25,3,3,3 +delarda01,2013,1,LAA,AL,6,1,75,0,0,0,2,217,56,23,3,28,65,0.219,2.86,2,6,1,0,291,20,25,2,4,8 +delareu01,2013,1,ARI,NL,0,1,19,0,0,0,0,44,13,12,5,5,16,0.232,7.36,0,1,0,0,62,6,13,1,0,0 +delarjo01,2013,1,COL,NL,16,6,30,30,0,0,0,503,170,65,11,62,112,0.269,3.49,5,5,5,0,714,0,70,11,5,19 +delarru01,2013,1,BOS,AL,0,2,11,0,0,0,0,34,15,7,2,2,6,0.313,5.56,0,1,3,0,53,7,7,0,0,1 +delatjo01,2013,1,BOS,AL,0,0,7,0,0,0,0,34,10,8,2,10,15,0.244,6.35,0,0,1,0,53,5,8,0,1,1 +deleojo02,2013,1,HOU,AL,0,1,11,0,0,0,0,30,12,6,1,7,6,0.293,5.40,1,2,1,0,50,7,7,0,1,1 +delgara01,2013,1,ARI,NL,5,7,20,19,1,1,0,349,116,55,24,23,79,0.264,4.26,2,3,1,1,473,0,59,5,5,11 +dempsry01,2013,1,BOS,AL,8,9,32,29,0,0,0,514,170,87,26,79,157,0.256,4.57,1,9,6,1,754,1,97,1,4,16 +detwiro01,2013,1,WAS,NL,2,7,13,13,0,0,0,214,92,32,5,14,39,0.315,4.04,2,0,5,0,316,0,37,4,1,10 +devrico01,2013,1,MIN,AL,0,2,4,2,0,0,0,45,22,18,6,9,12,0.333,10.80,0,0,0,0,76,0,18,0,1,0 +diamosc01,2013,1,MIN,AL,6,13,24,24,0,0,0,393,163,79,21,36,52,0.306,5.43,4,5,1,0,576,0,88,1,5,15 +dickera01,2013,1,TOR,AL,14,13,34,34,3,1,0,674,207,105,35,71,177,0.242,4.21,0,7,10,1,943,0,113,2,6,15 +diekmja01,2013,1,PHI,NL,1,4,45,0,0,0,0,115,34,11,1,16,41,0.234,2.58,2,2,0,1,164,11,15,2,1,4 +dolisra01,2013,1,CHN,NL,0,0,5,0,0,0,0,15,3,0,0,2,0,0.158,0.00,0,0,0,0,21,2,2,0,0,0 +dominjo01,2013,1,LAN,NL,0,0,9,0,0,0,0,25,11,2,0,3,4,0.314,2.16,0,1,1,0,39,2,3,0,0,1 +doolise01,2013,1,OAK,AL,5,5,70,0,0,0,2,207,53,24,4,13,60,0.214,3.13,1,2,2,0,266,11,24,3,0,4 +doteloc01,2013,1,DET,AL,0,0,6,0,0,0,0,14,10,7,0,4,4,0.417,13.50,0,0,0,0,28,1,7,0,0,0 +doubrfe01,2013,1,BOS,AL,11,6,29,27,0,0,0,487,161,78,13,71,139,0.261,4.32,0,8,5,0,705,0,84,3,10,16 +downsda02,2013,1,DET,AL,0,2,29,0,0,0,0,106,36,19,4,11,37,0.265,4.84,2,2,2,0,151,8,20,1,1,2 +downssc01,2013,1,LAA,AL,2,3,43,0,0,0,0,88,26,6,1,11,22,0.243,1.84,2,1,2,0,122,3,7,2,0,7 +downssc01,2013,2,ATL,NL,2,1,25,0,0,0,0,42,19,6,0,8,15,0.339,3.86,0,1,0,0,67,2,6,2,1,2 +drabeky01,2013,1,TOR,AL,0,0,3,0,0,0,0,7,4,2,1,2,3,0.364,7.71,0,0,1,0,14,1,2,0,0,0 +duensbr01,2013,1,MIN,AL,6,2,73,0,0,0,1,183,68,27,4,22,56,0.283,3.98,4,6,2,0,268,9,28,2,2,3 +duffyda01,2013,1,KCA,AL,2,0,5,5,0,0,0,73,19,5,0,14,22,0.213,1.85,0,2,1,0,104,0,5,0,0,2 +dukeza01,2013,1,WAS,NL,1,1,12,1,0,0,0,62,31,20,2,8,11,0.352,8.71,3,1,1,0,101,1,22,2,2,4 +dukeza01,2013,2,CIN,NL,0,1,14,0,0,0,0,32,8,1,1,2,7,0.205,0.84,0,1,0,0,41,2,1,0,0,2 +dunnija01,2013,1,SFN,NL,0,2,29,0,0,0,0,76,20,8,2,11,16,0.225,2.84,1,1,3,0,104,9,8,0,1,4 +dunnmi01,2013,1,MIA,NL,3,4,75,0,0,0,2,203,53,20,5,28,72,0.212,2.66,4,2,0,0,282,15,21,1,3,2 +durbich01,2013,1,PHI,NL,1,0,16,0,0,0,0,48,25,16,4,9,16,0.357,9.00,1,0,0,0,81,3,17,0,2,1 +dwyerch01,2013,1,KCA,AL,0,0,2,0,0,0,0,9,2,0,0,1,2,0.200,0.00,0,0,0,0,11,0,0,0,0,1 +dysonsa01,2013,1,MIA,NL,0,2,5,1,0,0,0,33,16,11,2,5,5,0.348,9.00,1,0,1,0,54,1,12,1,1,1 +edginjo01,2013,1,NYN,NL,1,1,34,0,0,0,1,86,26,12,2,12,20,0.243,3.77,3,0,2,0,122,5,12,1,0,3 +elmorja01,2013,1,HOU,AL,0,0,1,0,0,0,0,3,0,0,0,0,0,0.000,0.00,0,0,0,0,3,1,0,0,0,0 +enrigba01,2013,1,LAA,AL,0,2,4,2,0,0,0,25,12,12,2,7,6,0.333,12.96,0,1,0,0,43,1,12,0,0,0 +eovalna01,2013,1,MIA,NL,4,6,18,18,0,0,0,319,100,40,7,40,78,0.249,3.39,3,3,1,0,451,0,44,6,1,10 +eppleco01,2013,1,NYA,AL,0,0,2,0,0,0,0,5,4,4,0,0,1,0.500,21.60,0,2,0,0,8,1,4,0,0,1 +erlinro01,2013,1,SDN,NL,3,3,11,9,0,0,0,164,53,25,6,15,40,0.255,4.12,0,3,0,0,227,2,26,3,1,0 +escaled01,2013,1,COL,NL,1,4,37,0,0,0,0,138,52,29,8,14,34,0.280,5.67,2,2,2,3,205,7,32,2,1,2 +estrama01,2013,1,MIL,NL,7,4,21,21,0,0,0,384,109,55,19,29,118,0.229,3.87,0,3,2,0,512,0,56,3,2,5 +familje01,2013,1,NYN,NL,0,0,9,0,0,0,1,32,12,5,2,9,8,0.293,4.22,1,3,0,0,52,3,5,2,0,1 +farnsky01,2013,1,TBA,AL,2,0,39,0,0,0,0,89,37,19,4,7,19,0.306,5.76,0,0,1,1,129,10,19,0,0,3 +farnsky01,2013,2,PIT,NL,1,1,9,0,0,0,2,26,6,1,1,3,9,0.200,1.04,0,0,0,0,33,7,1,0,0,1 +farquda01,2013,1,SEA,AL,0,3,46,0,0,0,16,167,44,26,2,22,79,0.217,4.20,4,2,0,1,228,27,29,1,2,5 +feldmsc01,2013,1,CHN,NL,7,6,15,15,1,0,0,273,79,35,10,25,67,0.234,3.46,0,4,3,0,376,0,42,6,4,8 +feldmsc01,2013,2,BAL,AL,5,6,15,15,1,1,0,272,80,43,9,31,65,0.235,4.27,1,3,6,1,382,0,45,1,3,9 +felicpe01,2013,1,NYN,NL,0,2,25,0,0,0,0,34,11,5,1,6,9,0.262,3.97,2,1,1,0,51,3,5,1,1,1 +felizne01,2013,1,TEX,AL,0,0,6,0,0,0,0,14,5,0,0,2,4,0.278,0.00,0,0,1,0,21,2,0,0,0,0 +fernajo02,2013,1,MIA,NL,12,6,28,28,0,0,0,518,111,42,10,58,187,0.182,2.19,5,3,5,1,681,0,47,3,4,9 +fieldjo03,2013,1,HOU,AL,1,3,41,0,0,0,5,114,31,21,8,18,40,0.220,4.97,4,0,0,0,160,16,21,1,0,2 +fienca01,2013,1,MIN,AL,5,2,73,0,0,0,0,186,51,27,9,12,73,0.225,3.92,3,2,0,0,244,20,28,3,2,3 +fiersmi01,2013,1,MIL,NL,1,4,11,3,0,0,0,67,28,18,8,6,15,0.298,7.25,0,1,0,0,103,4,20,1,2,0 +fifest01,2013,1,LAN,NL,4,4,12,10,0,0,0,175,69,25,7,20,45,0.304,3.86,2,6,5,0,258,0,29,4,2,5 +figaral01,2013,1,MIL,NL,3,3,33,5,0,0,1,222,77,34,15,15,54,0.265,4.14,2,4,1,1,316,8,41,3,4,8 +figuepe01,2013,1,OAK,AL,0,0,5,0,0,0,0,9,6,4,2,3,3,0.400,12.00,0,0,0,0,18,1,4,0,0,0 +fistedo01,2013,1,DET,AL,14,9,33,32,1,0,0,626,229,85,14,44,159,0.281,3.67,2,7,16,0,881,0,91,2,5,26 +floydga01,2013,1,CHA,AL,0,4,5,5,0,0,0,73,27,14,4,12,25,0.287,5.18,1,1,0,0,110,0,15,2,2,2 +flynnbr01,2013,1,MIA,NL,0,2,4,4,0,0,0,54,27,17,4,13,15,0.370,8.50,0,3,0,0,88,0,17,2,0,4 +fontwi01,2013,1,TEX,AL,0,0,2,0,0,0,0,4,1,0,0,2,0,0.200,0.00,0,0,0,0,7,2,0,0,0,0 +francfr01,2013,1,NYN,NL,1,0,8,0,0,0,1,19,4,3,0,3,6,0.182,4.26,0,0,1,0,26,3,3,0,0,1 +francje01,2013,1,COL,NL,3,5,23,12,0,0,0,211,89,49,12,24,63,0.306,6.27,2,5,1,0,324,4,54,4,4,3 +frasoja01,2013,1,TEX,AL,4,3,61,0,0,0,0,147,36,14,4,20,48,0.203,2.57,3,2,0,0,200,11,15,1,2,0 +freemju02,2013,1,CIN,NL,0,0,1,0,0,0,0,3,2,2,1,0,0,0.400,18.00,0,0,0,0,5,0,2,0,0,0 +freemsa01,2013,1,SLN,NL,1,0,13,0,0,0,0,37,8,3,0,5,8,0.182,2.19,0,2,0,0,50,2,3,1,0,2 +frierer01,2013,1,LAA,AL,2,4,67,0,0,0,37,206,55,29,11,30,98,0.216,3.80,1,1,3,0,292,51,29,2,2,2 +fujikky01,2013,1,CHN,NL,1,1,12,0,0,0,2,36,11,7,1,2,14,0.239,5.25,0,2,2,0,50,5,7,0,0,1 +fuldsa01,2013,1,TBA,AL,0,0,1,0,0,0,0,1,0,0,0,0,0,0.000,0.00,0,0,0,0,1,1,0,0,0,0 +furbuch01,2013,1,SEA,AL,2,6,71,0,0,0,0,195,48,27,5,29,80,0.199,3.74,2,3,3,0,280,5,33,2,5,1 +gallayo01,2013,1,MIL,NL,12,10,31,31,0,0,0,542,180,84,18,66,144,0.261,4.18,1,5,3,0,773,0,92,8,7,15 +garcifr02,2013,1,BAL,AL,3,5,11,10,0,0,0,159,60,34,16,12,26,0.287,5.77,0,0,1,0,225,1,35,2,1,7 +garcifr02,2013,2,ATL,NL,1,2,6,3,0,0,0,82,23,5,2,5,20,0.235,1.65,0,1,0,0,106,1,5,3,0,2 +garcija01,2013,1,SFN,NL,7,2,57,0,0,0,2,150,39,12,2,25,38,0.222,2.16,6,8,2,0,208,12,14,2,3,8 +garcija02,2013,1,SLN,NL,5,2,9,9,0,0,0,166,57,22,6,15,43,0.263,3.58,0,3,0,0,234,0,26,2,0,6 +garcilu03,2013,1,PHI,NL,1,1,24,0,0,0,0,94,27,13,3,23,23,0.237,3.73,0,3,1,0,138,6,15,0,0,6 +garcion01,2013,1,LAN,NL,0,0,3,0,0,0,0,4,1,2,1,4,1,0.200,13.50,0,0,0,0,9,1,2,0,0,0 +garlajo01,2013,1,COL,NL,4,6,12,12,0,0,0,204,85,44,9,23,32,0.315,5.82,3,4,2,0,303,0,45,6,2,5 +garzama01,2013,1,CHN,NL,6,1,11,11,0,0,0,213,61,25,8,20,62,0.229,3.17,2,2,4,0,293,0,26,2,1,6 +garzama01,2013,2,TEX,AL,4,5,13,13,1,0,0,253,89,41,12,22,74,0.271,4.38,1,4,1,0,359,0,47,6,2,4 +gastjo01,2013,1,SLN,NL,2,0,3,3,0,0,0,37,11,7,1,5,8,0.234,5.11,0,0,0,0,52,0,7,0,0,0 +gaudich01,2013,1,SFN,NL,5,2,30,12,0,0,0,291,81,33,6,40,88,0.227,3.06,3,5,2,1,406,4,34,3,4,3 +gausmke01,2013,1,BAL,AL,3,5,20,5,0,0,0,143,51,30,8,13,49,0.276,5.66,2,4,0,0,201,3,30,2,1,5 +gearrco01,2013,1,ATL,NL,2,1,37,0,0,0,1,93,30,13,2,16,23,0.268,3.77,2,3,4,0,133,12,13,1,0,7 +geedi01,2013,1,NYN,NL,12,11,32,32,2,0,0,597,208,80,24,47,142,0.268,3.62,0,4,7,0,841,0,84,9,3,9 +germaju01,2013,1,TOR,AL,0,0,1,0,0,0,0,6,6,2,1,0,1,0.500,9.00,0,0,0,0,12,1,2,0,0,0 +germego01,2013,1,NYN,NL,1,2,29,0,0,0,1,103,32,15,1,16,33,0.241,3.93,1,2,0,0,149,8,15,0,0,1 +gibsoky01,2013,1,MIN,AL,2,4,10,10,0,0,0,153,69,37,7,20,29,0.327,6.53,0,4,5,0,238,0,38,0,2,4 +gomesbr01,2013,1,TBA,AL,3,1,26,0,0,0,0,58,18,14,4,7,29,0.247,6.52,3,1,0,0,83,9,15,1,2,0 +gomezje01,2013,1,PIT,NL,3,0,34,8,0,0,0,242,65,30,6,28,53,0.223,3.35,3,6,3,0,333,6,35,4,6,9 +gonzaal03,2013,2,NYA,AL,0,0,1,0,0,0,0,1,0,0,0,0,0,0.000,0.00,0,0,0,0,1,1,0,0,0,0 +gonzaed01,2013,1,TOR,AL,0,0,3,0,0,0,0,24,9,7,2,5,3,0.281,7.88,0,0,1,0,38,1,7,0,0,0 +gonzaed01,2013,2,HOU,AL,0,1,5,0,0,0,0,30,17,8,4,3,8,0.370,7.20,0,0,0,0,49,1,9,0,0,2 +gonzagi01,2013,1,WAS,NL,11,8,32,32,1,1,0,587,169,73,17,76,192,0.231,3.36,1,4,2,1,819,0,79,7,1,14 +gonzami02,2013,1,MIL,NL,0,3,75,0,0,0,0,150,58,26,10,25,60,0.283,4.68,2,4,2,0,235,11,28,1,1,0 +gonzami03,2013,1,BAL,AL,11,8,30,28,0,0,0,514,157,72,24,53,120,0.243,3.78,3,4,3,0,712,1,81,3,6,15 +gorzeto01,2013,1,MIL,NL,3,6,43,10,0,0,0,256,77,37,11,31,83,0.241,3.90,1,2,2,0,356,4,41,1,2,9 +grayso01,2013,1,OAK,AL,5,3,12,10,0,0,0,192,51,19,4,20,67,0.214,2.67,0,2,0,1,261,0,22,0,3,4 +gregelu01,2013,1,SDN,NL,6,8,73,0,0,0,4,199,49,20,3,18,64,0.203,2.71,2,1,4,0,268,17,24,4,1,0 +greggke01,2013,1,CHN,NL,2,6,62,0,0,0,33,186,53,24,6,32,56,0.230,3.48,2,1,1,0,269,52,26,4,1,3 +greinza01,2013,1,LAN,NL,15,4,28,28,1,1,0,533,152,52,13,46,148,0.234,2.63,1,5,7,0,717,0,54,13,1,13 +griffaj01,2013,1,OAK,AL,14,10,32,32,1,1,0,600,171,85,36,54,171,0.226,3.83,2,7,4,0,823,0,91,4,4,8 +grillja01,2013,1,PIT,NL,0,2,54,0,0,0,33,150,40,15,4,13,74,0.214,2.70,0,1,1,0,202,41,15,1,0,2 +grimmju01,2013,1,TEX,AL,7,7,17,17,0,0,0,267,116,63,15,31,68,0.314,6.37,1,4,1,0,406,0,67,2,2,6 +grimmju01,2013,2,CHN,NL,0,2,10,0,0,0,0,27,4,2,0,3,8,0.133,2.00,0,0,1,0,36,3,3,2,0,0 +guerrja01,2013,1,LAN,NL,0,0,9,0,0,0,0,32,15,8,1,6,12,0.319,6.75,0,0,1,0,55,5,9,0,1,0 +guerrma02,2013,1,LAN,NL,2,3,34,0,0,0,0,90,32,16,3,12,21,0.283,4.80,2,0,1,0,130,5,18,2,2,3 +guerrma02,2013,2,CHN,NL,2,1,15,0,0,0,0,38,11,3,0,5,9,0.239,2.13,0,0,0,0,51,2,4,0,0,2 +guilmpr01,2013,1,CLE,AL,0,0,4,0,0,0,0,16,8,6,0,3,1,0.320,10.13,0,0,0,0,28,1,6,0,0,0 +guthrje01,2013,1,KCA,AL,15,12,33,33,3,2,0,635,236,95,30,59,111,0.285,4.04,1,7,8,0,905,0,99,2,8,17 +gutieju01,2013,1,KCA,AL,0,1,25,0,0,0,0,88,30,11,2,8,17,0.275,3.38,1,1,1,0,120,13,13,0,2,4 +gutieju01,2013,2,LAA,AL,1,4,28,0,0,0,0,78,26,15,3,12,28,0.255,5.19,1,2,0,0,116,4,16,1,1,2 +hagadni01,2013,1,CLE,AL,0,1,36,0,0,0,0,94,24,19,4,21,30,0.220,5.46,1,3,0,0,133,1,21,2,1,4 +haleda02,2013,1,ATL,NL,1,0,2,2,0,0,0,33,11,1,0,1,14,0.244,0.82,0,0,0,0,46,0,1,0,0,0 +hallaro01,2013,1,PHI,NL,4,5,13,13,1,0,0,186,55,47,12,36,51,0.238,6.82,1,4,10,0,282,0,48,3,2,1 +hamelco01,2013,1,PHI,NL,8,14,33,33,1,0,0,660,205,88,21,50,202,0.246,3.60,5,4,9,0,905,0,94,11,3,15 +hammeja01,2013,1,BAL,AL,7,8,26,23,0,0,1,418,155,77,22,48,96,0.284,4.97,1,1,8,0,611,1,81,2,8,15 +handbr01,2013,1,MIA,NL,1,1,7,2,0,0,0,62,13,7,2,8,15,0.176,3.05,0,1,0,0,82,2,7,0,0,1 +handdo01,2013,1,MIL,NL,1,5,31,7,0,0,0,205,71,28,10,21,37,0.280,3.69,1,3,5,0,286,5,29,1,5,12 +hanrajo01,2013,1,BOS,AL,0,1,9,0,0,0,4,22,10,8,4,6,5,0.333,9.82,0,1,0,0,37,6,8,1,0,1 +hansoto01,2013,1,LAA,AL,4,3,15,13,0,0,0,219,83,44,10,30,56,0.286,5.42,3,6,3,0,327,1,47,0,4,3 +happja01,2013,1,TOR,AL,5,7,18,18,0,0,0,278,91,47,10,45,77,0.250,4.56,0,5,2,0,415,0,53,1,3,5 +haranaa01,2013,1,SEA,AL,5,11,22,22,2,2,0,361,133,77,21,28,87,0.274,5.76,1,3,5,0,526,0,81,1,6,3 +haranaa01,2013,2,NYN,NL,0,1,4,4,0,0,0,69,20,9,5,12,26,0.230,3.52,0,1,1,0,100,0,10,0,0,1 +harenda01,2013,1,WAS,NL,10,14,31,30,0,0,1,509,179,88,28,31,151,0.268,4.67,0,8,7,1,717,1,92,8,4,8 +harrelu01,2013,1,HOU,AL,6,17,36,22,0,0,0,461,174,100,20,88,89,0.289,5.86,5,8,6,0,707,8,111,6,5,23 +harrijo05,2013,1,PIT,NL,0,0,1,0,0,0,0,1,0,0,0,0,0,0.000,0.00,0,0,0,0,1,1,0,0,0,0 +harrima01,2013,1,TEX,AL,0,2,2,2,0,0,0,32,14,10,2,7,12,0.326,8.44,2,0,0,0,51,0,11,0,1,0 +harriwi02,2013,1,ARI,NL,4,1,61,0,0,0,0,158,50,17,3,15,53,0.255,2.91,1,4,2,0,217,11,17,0,4,6 +harvema01,2013,1,NYN,NL,9,5,26,26,1,1,0,535,135,45,7,31,191,0.209,2.27,1,2,4,0,690,0,46,5,4,13 +hatchch02,2013,1,MIA,NL,0,1,7,0,0,0,0,26,13,12,1,4,7,0.325,12.46,1,0,0,0,44,2,13,0,0,0 +hawkila01,2013,1,NYN,NL,3,2,72,0,0,0,13,212,71,23,6,10,55,0.264,2.93,2,1,1,0,288,28,27,3,5,9 +heathde01,2013,1,CHA,AL,0,0,5,0,0,0,0,23,8,10,2,12,3,0.276,11.74,1,1,0,0,41,3,10,0,0,2 +hefneje01,2013,1,NYN,NL,4,8,24,23,0,0,0,392,132,63,20,37,99,0.260,4.34,4,1,5,0,556,1,75,3,4,10 +hellije01,2013,1,TBA,AL,12,10,32,31,0,0,0,522,185,100,24,50,135,0.274,5.17,0,7,4,2,737,1,103,2,5,15 +hellwjo01,2013,1,MIL,NL,1,4,8,7,0,0,0,92,40,23,3,26,9,0.325,6.75,0,4,8,0,162,1,30,3,2,7 +hembrhe01,2013,1,SFN,NL,0,0,9,0,0,0,0,23,4,0,0,2,12,0.148,0.00,0,0,0,0,29,2,0,0,0,1 +hendeji01,2013,1,MIL,NL,5,5,61,0,0,0,28,180,44,18,8,24,75,0.200,2.70,2,0,2,0,247,45,18,1,0,1 +hendrli01,2013,1,MIN,AL,1,3,10,8,0,0,0,142,67,36,10,14,34,0.327,6.85,1,1,3,0,224,1,39,0,2,3 +hennse01,2013,1,NYN,NL,0,1,4,0,0,0,0,8,3,1,1,3,1,0.300,3.38,0,0,0,0,13,2,1,0,0,1 +hernada01,2013,1,ARI,NL,5,6,62,0,0,0,2,187,50,31,10,24,66,0.215,4.48,4,6,4,0,263,12,33,2,0,3 +hernafe02,2013,1,SEA,AL,12,10,31,31,0,0,0,613,185,69,15,46,216,0.242,3.04,1,13,3,0,823,0,74,4,6,24 +hernape02,2013,1,MIN,AL,3,3,14,12,0,0,0,170,80,43,10,23,29,0.338,6.83,1,1,0,1,263,1,43,0,3,5 +herreke01,2013,1,KCA,AL,5,7,59,0,0,0,2,175,48,25,9,21,74,0.219,3.86,2,5,2,0,245,16,27,0,3,1 +hillri01,2013,1,CLE,AL,1,2,63,0,0,0,0,116,38,27,3,29,51,0.257,6.28,6,6,2,1,182,3,30,1,2,1 +hochelu01,2013,1,KCA,AL,5,2,58,0,0,0,2,211,41,15,8,17,82,0.169,1.92,1,2,1,0,262,22,15,2,0,4 +hollade01,2013,1,TEX,AL,10,9,33,33,2,2,0,639,210,81,20,64,189,0.259,3.42,0,9,3,1,894,0,90,8,9,21 +hollagr01,2013,1,KCA,AL,2,1,68,0,0,0,47,201,40,9,3,18,103,0.170,1.21,1,2,0,0,255,61,11,1,1,4 +holmbda01,2013,1,ARI,NL,0,0,1,1,0,0,0,11,6,3,0,3,0,0.375,7.36,0,0,0,0,20,0,3,0,1,0 +hoovejj01,2013,1,CIN,NL,5,5,69,0,0,0,3,198,47,21,6,26,67,0.200,2.86,6,1,2,0,269,23,21,3,3,3 +horstje01,2013,1,PHI,NL,0,2,28,0,0,0,0,78,35,18,4,12,21,0.330,6.23,1,0,2,0,123,8,19,2,1,4 +howeljp01,2013,1,LAN,NL,4,1,67,0,0,0,0,186,42,14,2,23,54,0.193,2.03,3,3,1,0,246,6,14,1,3,8 +hudsoti01,2013,1,ATL,NL,8,7,21,21,0,0,0,394,120,58,10,36,95,0.245,3.97,3,2,2,0,534,0,60,5,1,15 +huffda01,2013,1,CLE,AL,0,0,3,0,0,0,0,9,7,5,0,1,5,0.500,15.00,0,0,0,0,15,1,5,0,0,1 +huffda01,2013,2,NYA,AL,3,1,11,2,0,0,0,104,26,18,7,8,26,0.208,4.67,1,1,1,0,136,3,18,1,1,2 +hugheja02,2013,1,PIT,NL,2,3,29,0,0,0,0,96,37,17,2,16,23,0.291,4.78,1,2,2,0,148,8,17,2,1,2 +hugheph01,2013,1,NYA,AL,4,14,30,29,0,0,0,437,170,84,24,42,121,0.293,5.19,4,6,5,0,642,0,91,3,11,10 +humbeph01,2013,1,HOU,AL,0,8,17,7,0,0,0,164,75,48,9,20,36,0.322,7.90,1,5,1,1,259,2,48,3,2,4 +hunteto02,2013,1,BAL,AL,6,5,68,0,0,0,4,259,71,27,11,14,68,0.223,2.81,1,0,2,0,336,20,28,1,0,9 +hynesco01,2013,1,SDN,NL,0,0,22,0,0,0,0,51,25,17,3,9,13,0.338,9.00,2,1,1,0,84,6,17,0,0,1 +irwinph01,2013,1,PIT,NL,0,0,1,1,0,0,0,14,6,4,0,4,4,0.316,7.71,0,0,0,0,23,0,5,0,0,1 +iwakuhi01,2013,1,SEA,AL,14,6,33,33,0,0,0,659,179,65,25,42,185,0.220,2.66,4,10,2,0,866,0,69,3,6,18 +jacksed01,2013,1,CHN,NL,8,18,31,31,0,0,0,526,197,97,16,59,135,0.281,4.98,7,14,5,0,777,0,110,8,3,12 +janseke01,2013,1,LAN,NL,4,3,75,0,0,0,28,230,48,16,6,18,111,0.177,1.88,1,2,3,0,292,45,16,0,0,5 +janssca01,2013,1,TOR,AL,4,1,56,0,0,0,34,158,39,15,3,13,50,0.202,2.56,1,0,2,0,210,44,17,0,2,3 +jeffrje01,2013,1,TOR,AL,1,0,10,0,0,0,0,31,8,1,1,5,12,0.211,0.87,0,0,0,0,43,3,1,0,0,2 +jenkich01,2013,1,TOR,AL,1,0,10,3,0,0,0,100,31,10,3,6,15,0.250,2.70,2,0,1,0,132,0,13,1,0,5 +jennida01,2013,1,MIA,NL,2,4,47,0,0,0,0,122,39,17,1,16,38,0.255,3.76,2,3,0,0,171,6,17,0,2,4 +jepseke01,2013,1,LAA,AL,1,3,45,0,0,0,0,108,41,18,3,14,36,0.283,4.50,4,2,1,0,164,7,21,3,1,1 +jimence01,2013,1,PHI,NL,1,1,19,0,0,0,0,51,14,7,1,10,11,0.226,3.71,0,2,1,1,76,5,7,1,2,0 +jimenub01,2013,1,CLE,AL,13,9,32,32,0,0,0,548,163,67,16,80,194,0.239,3.30,0,8,3,0,777,0,75,1,11,12 +johnser04,2013,1,CHA,AL,3,2,5,5,0,0,0,83,32,10,5,11,18,0.281,3.25,0,2,1,0,128,0,16,0,2,2 +johnsji04,2013,1,BAL,AL,3,8,74,0,0,0,50,211,72,23,5,18,56,0.273,2.94,4,2,7,0,291,63,26,2,0,17 +johnsjo09,2013,1,TOR,AL,2,8,16,16,0,0,0,244,105,56,15,30,83,0.305,6.20,3,4,3,0,384,0,64,3,3,4 +johnskr01,2013,1,PIT,NL,0,2,4,1,0,0,0,31,12,7,0,4,9,0.300,6.10,1,2,1,0,46,2,7,0,1,1 +johnsro07,2013,1,SLN,NL,0,0,1,0,0,0,0,1,0,0,0,0,1,0.000,0.00,0,0,0,0,1,1,0,0,0,0 +johnsst02,2013,1,BAL,AL,1,1,9,1,0,0,0,47,14,13,2,13,20,0.233,7.47,1,1,0,0,73,2,13,0,0,1 +jonesna01,2013,1,CHA,AL,4,5,70,0,0,0,0,234,69,36,5,26,89,0.247,4.15,1,8,1,1,315,17,40,3,6,9 +jordata01,2013,1,WAS,NL,1,3,9,9,0,0,0,155,59,21,3,11,29,0.291,3.66,0,1,3,0,220,0,27,2,1,10 +josepdo01,2013,1,KCA,AL,0,0,6,0,0,0,0,17,4,0,0,4,7,0.200,0.00,0,0,0,0,25,2,0,1,0,0 +jurrjja01,2013,1,BAL,AL,0,0,2,1,0,0,0,22,9,4,1,1,6,0.300,4.91,0,1,0,0,31,0,4,0,0,1 +karnsna01,2013,1,WAS,NL,0,1,3,3,0,0,0,36,17,10,5,6,11,0.321,7.50,0,0,1,0,61,0,11,1,0,0 +kazmisc01,2013,1,CLE,AL,10,9,29,29,0,0,0,474,162,71,19,47,162,0.262,4.04,1,5,3,1,672,0,76,2,1,14 +kellesh01,2013,1,NYA,AL,4,2,57,0,0,0,0,160,47,26,8,23,71,0.233,4.39,2,8,0,0,227,13,28,0,2,1 +kellyjo05,2013,1,SLN,NL,10,5,37,15,0,0,0,372,124,37,10,44,79,0.259,2.69,4,3,5,0,532,8,42,2,2,17 +kendrky01,2013,1,PHI,NL,10,13,30,30,2,1,0,546,207,95,18,47,110,0.285,4.70,4,3,7,1,800,0,104,11,7,12 +kenneia01,2013,1,ARI,NL,3,8,21,21,0,0,0,372,128,72,18,48,108,0.268,5.23,1,9,10,0,549,0,79,8,5,8 +kenneia01,2013,2,SDN,NL,4,2,10,10,0,0,0,172,52,27,9,25,55,0.239,4.24,0,1,2,1,245,0,29,0,0,4 +kensilo01,2013,1,COL,NL,0,0,1,0,0,0,0,2,0,0,0,1,1,0.000,0.00,0,0,0,0,2,1,0,0,0,0 +kershcl01,2013,1,LAN,NL,16,9,33,33,3,2,0,708,164,48,11,52,232,0.195,1.83,2,12,3,2,908,0,55,8,3,20 +keuchda01,2013,1,HOU,AL,6,10,31,22,0,0,0,461,184,88,20,52,123,0.297,5.15,3,7,5,0,682,2,96,2,3,21 +kickhmi01,2013,1,SFN,NL,0,3,12,3,0,0,0,85,46,32,8,10,29,0.351,10.16,2,2,0,0,144,5,34,2,1,1 +kimbrcr01,2013,1,ATL,NL,4,3,68,0,0,0,50,201,39,9,4,20,98,0.166,1.21,2,3,3,0,258,60,10,0,0,3 +kintzbr01,2013,1,MIL,NL,3,3,71,0,0,0,0,231,66,23,2,16,58,0.234,2.69,2,1,1,0,305,11,26,4,2,11 +kirkmmi01,2013,1,TEX,AL,0,2,25,0,0,0,1,66,36,20,2,15,25,0.364,8.18,4,2,0,0,115,7,20,0,1,3 +klubeco01,2013,1,CLE,AL,11,5,26,24,0,0,0,442,153,63,15,33,136,0.271,3.85,0,1,5,0,608,1,67,4,2,17 +koehlto01,2013,1,MIA,NL,5,10,29,23,0,0,0,429,140,70,14,54,92,0.261,4.41,2,7,5,0,601,2,72,3,2,18 +kohnmi01,2013,1,LAA,AL,1,4,63,0,0,0,0,159,42,22,7,28,52,0.212,3.74,3,4,3,0,231,13,22,1,1,1 +kontoge01,2013,1,SFN,NL,2,2,52,0,0,0,0,166,60,27,7,18,47,0.282,4.39,2,1,2,0,238,9,30,1,4,8 +krolia01,2013,1,WAS,NL,2,1,32,0,0,0,0,82,28,12,5,8,22,0.264,3.95,1,2,0,0,117,10,12,2,1,0 +kurodhi01,2013,1,NYA,AL,11,13,32,32,1,1,0,604,191,74,20,43,150,0.249,3.31,2,6,5,0,824,0,79,2,7,12 +lackejo01,2013,1,BOS,AL,10,13,29,29,2,0,0,568,179,74,26,40,161,0.247,3.52,0,4,6,0,778,0,80,3,3,9 +laffeaa01,2013,1,NYN,NL,0,0,4,2,0,0,0,30,16,8,1,5,9,0.390,7.20,0,0,2,0,50,1,8,1,1,1 +laffeaa01,2013,2,TOR,AL,0,0,1,1,0,0,0,8,2,2,0,5,0,0.286,6.75,0,0,0,0,14,0,2,1,1,1 +lafrobo01,2013,1,SEA,AL,0,1,10,0,0,0,0,32,12,7,0,4,11,0.286,5.91,1,0,0,0,47,4,8,1,0,1 +langwma01,2013,1,CLE,AL,1,0,5,0,0,0,0,16,5,3,1,2,6,0.238,5.06,0,0,0,0,23,2,3,0,0,0 +langwma01,2013,2,ARI,NL,0,0,8,0,0,0,0,26,8,5,1,5,6,0.242,5.19,0,0,1,0,39,3,5,0,0,0 +lannajo01,2013,1,PHI,NL,3,6,14,14,0,0,0,223,86,44,6,27,38,0.296,5.33,1,2,5,0,332,0,48,5,4,8 +latosma01,2013,1,CIN,NL,14,7,32,32,1,0,0,632,197,74,14,58,187,0.247,3.16,5,8,10,0,881,0,82,12,3,16 +layneto01,2013,1,SDN,NL,0,2,14,0,0,0,0,26,10,2,1,5,6,0.323,2.08,0,1,2,0,39,2,4,1,0,3 +leagubr01,2013,1,LAN,NL,6,4,58,0,0,0,14,163,69,32,8,15,28,0.305,5.30,1,9,3,0,249,35,37,3,2,7 +leakemi01,2013,1,CIN,NL,14,7,31,31,0,0,0,577,193,72,21,48,122,0.263,3.37,4,2,6,0,801,0,78,8,5,23 +leblawa01,2013,1,MIA,NL,1,5,13,7,0,0,0,146,63,28,6,15,31,0.312,5.18,2,0,2,0,222,0,30,2,1,2 +leblawa01,2013,2,HOU,AL,0,0,4,0,0,0,0,19,9,5,1,5,2,0.290,7.11,1,0,1,0,37,1,10,0,0,0 +lecursa01,2013,1,CIN,NL,2,1,63,0,0,0,1,183,50,18,4,24,66,0.222,2.66,0,0,1,0,251,15,18,1,0,9 +leech01,2013,1,CLE,AL,0,0,8,0,0,0,0,13,4,2,0,3,4,0.250,4.15,0,0,1,0,22,1,3,0,2,0 +leecl02,2013,1,PHI,NL,14,8,31,31,2,1,0,668,193,71,22,32,222,0.232,2.87,0,1,4,0,876,0,77,5,3,21 +leesmch01,2013,1,CHA,AL,0,0,8,1,0,0,0,46,16,12,2,16,13,0.267,7.04,0,2,1,0,77,1,14,0,0,3 +lerouch01,2013,1,PIT,NL,0,0,2,0,0,0,0,12,4,3,1,6,3,0.267,6.75,0,0,0,0,21,0,3,0,0,1 +lestejo01,2013,1,BOS,AL,15,8,33,33,1,1,0,640,209,89,19,67,177,0.253,3.75,0,5,7,0,903,0,94,1,1,20 +lillyte01,2013,1,LAN,NL,0,2,5,5,0,0,0,69,27,13,4,10,18,0.276,5.09,0,0,1,0,109,0,16,0,0,0 +limch01,2013,1,CHN,NL,0,0,6,0,0,0,0,15,6,3,0,7,5,0.316,5.40,1,1,1,0,27,1,3,0,0,2 +linceti01,2013,1,SFN,NL,10,14,32,32,1,1,0,593,184,96,21,76,193,0.248,4.37,8,11,7,2,841,0,102,10,4,15 +lincobr01,2013,1,TOR,AL,1,2,22,0,0,0,0,95,28,14,4,22,25,0.233,3.98,0,2,3,0,148,7,17,2,0,1 +lindbjo01,2013,1,TEX,AL,1,3,8,5,0,0,0,94,35,19,4,11,21,0.278,5.46,2,2,0,0,137,2,19,0,0,1 +lindsma01,2013,1,CHA,AL,2,4,76,0,0,0,0,182,64,21,2,23,46,0.277,3.12,1,6,1,0,260,12,23,2,3,15 +liriafr01,2013,1,PIT,NL,16,8,26,26,2,0,0,483,134,54,9,63,163,0.224,3.02,0,7,0,2,666,0,54,3,1,12 +loch02,2013,1,HOU,AL,0,3,19,0,0,0,2,58,14,9,2,13,16,0.203,4.19,0,1,0,0,84,11,9,1,1,0 +lockeje01,2013,1,PIT,NL,10,7,30,30,0,0,0,499,146,65,11,84,125,0.242,3.52,4,8,6,2,711,0,69,8,10,16 +loeka01,2013,1,SEA,AL,1,1,4,0,0,0,0,20,11,8,6,1,3,0.367,10.80,0,0,0,0,31,1,8,0,0,1 +loeka01,2013,2,CHN,NL,0,0,7,0,0,0,0,25,12,5,3,4,4,0.343,5.40,0,0,0,0,39,3,5,0,0,1 +loeka01,2013,3,ATL,NL,1,2,9,1,0,0,0,35,17,8,2,5,8,0.333,6.17,2,1,0,0,57,5,8,1,0,1 +loganbo02,2013,1,NYA,AL,5,2,61,0,0,0,0,117,33,14,7,13,50,0.236,3.23,4,3,0,0,159,9,15,3,3,4 +lohseky01,2013,1,MIL,NL,11,10,32,32,2,1,0,596,196,74,26,36,125,0.259,3.35,1,1,3,0,806,0,78,8,2,18 +lopezja02,2013,1,SFN,NL,4,2,69,0,0,0,1,118,30,8,1,12,37,0.208,1.83,5,1,0,0,161,14,10,4,1,5 +lopezwi01,2013,1,COL,NL,3,4,75,0,0,0,0,226,88,34,6,18,48,0.293,4.06,4,0,1,3,321,28,35,1,1,9 +loupaa01,2013,1,TOR,AL,4,6,64,0,0,0,2,208,66,19,5,13,53,0.258,2.47,4,2,7,0,282,12,23,2,4,9 +lowede01,2013,1,TEX,AL,1,0,9,0,0,0,0,39,16,13,3,3,8,0.308,9.00,0,0,2,0,57,2,13,0,0,3 +lowema01,2013,1,LAA,AL,1,0,11,0,0,0,0,35,11,12,1,11,7,0.256,9.26,1,2,0,0,56,2,12,2,0,1 +luekejo01,2013,1,TBA,AL,0,2,19,0,0,0,0,64,23,12,3,12,25,0.277,5.06,1,3,1,0,99,6,12,1,2,2 +luetglu01,2013,1,SEA,AL,1,3,35,0,0,0,0,111,42,20,2,16,27,0.296,4.86,2,4,2,0,165,15,22,2,3,6 +lylesjo01,2013,1,HOU,AL,7,9,27,25,0,0,1,425,165,88,17,49,93,0.285,5.59,1,5,11,2,642,1,98,0,3,11 +lynnla01,2013,1,SLN,NL,15,10,33,33,0,0,0,605,189,89,14,76,198,0.252,3.97,0,6,11,0,856,0,92,11,8,18 +lyonbr01,2013,1,NYN,NL,2,2,37,0,0,0,0,103,43,19,3,13,23,0.323,4.98,3,1,0,0,153,7,20,5,2,7 +lyonsty01,2013,1,SLN,NL,2,4,12,8,0,0,0,159,49,28,5,16,43,0.241,4.75,0,0,3,0,223,1,29,1,0,5 +machije01,2013,1,SFN,NL,3,1,51,0,0,0,0,159,46,14,2,12,51,0.234,2.38,3,2,0,0,211,9,15,1,1,6 +magilma01,2013,1,LAN,NL,0,2,6,6,0,0,0,83,27,20,6,28,26,0.257,6.51,1,1,1,0,137,0,25,1,2,1 +maholpa01,2013,1,ATL,NL,10,11,26,26,0,0,0,459,169,75,17,47,105,0.280,4.41,3,3,10,0,670,0,82,8,2,20 +mainejo01,2013,1,MIA,NL,0,0,4,0,0,0,0,22,15,10,2,5,7,0.441,12.27,1,1,0,0,40,2,10,1,0,1 +manesse01,2013,1,SLN,NL,5,2,66,0,0,0,1,186,65,16,4,13,35,0.281,2.32,7,2,1,0,249,4,17,4,0,16 +manshje01,2013,1,COL,NL,0,5,11,4,0,0,0,92,37,24,6,12,18,0.298,7.04,1,0,0,0,139,3,25,0,3,2 +marcush01,2013,1,NYN,NL,1,10,14,12,0,0,0,235,85,46,7,21,60,0.284,5.29,2,2,4,0,334,2,48,6,4,6 +marmoca01,2013,1,CHN,NL,2,4,31,0,0,0,2,83,26,18,6,21,32,0.252,5.86,1,2,3,0,129,9,19,1,1,1 +marmoca01,2013,2,LAN,NL,0,0,21,0,0,0,0,64,14,6,1,19,27,0.187,2.53,2,3,1,1,96,8,7,0,1,2 +maronni01,2013,1,LAA,AL,0,0,10,0,0,0,0,16,4,4,1,8,5,0.200,6.75,1,1,0,0,28,2,6,0,0,1 +marquja01,2013,1,SDN,NL,9,5,20,20,0,0,0,353,111,53,18,68,72,0.257,4.05,2,2,4,0,518,0,61,8,6,12 +marshbr01,2013,1,NYA,AL,0,0,3,0,0,0,0,36,13,6,3,7,7,0.283,4.50,0,2,1,0,54,1,6,0,0,3 +marshse01,2013,1,CIN,NL,0,1,16,0,0,0,0,31,4,2,0,2,10,0.118,1.74,0,2,1,0,37,3,3,0,0,1 +martevi01,2013,1,SLN,NL,0,1,4,0,0,0,0,9,4,2,0,3,2,0.308,6.00,1,0,1,0,17,1,2,0,0,1 +martica04,2013,1,SLN,NL,2,1,21,1,0,0,1,85,31,16,1,9,24,0.282,5.08,1,0,3,0,124,5,16,1,1,3 +marticr01,2013,1,ATL,NL,0,0,2,0,0,0,0,7,5,2,0,0,0,0.417,7.71,0,0,0,0,12,0,2,0,0,0 +martida02,2013,1,HOU,AL,1,0,4,0,0,0,0,34,16,9,1,3,6,0.381,7.15,0,1,0,1,52,1,11,4,3,2 +martiet01,2013,1,PHI,NL,2,5,15,8,0,0,0,120,42,27,9,26,47,0.261,6.08,2,1,1,1,190,2,27,1,1,1 +martijo07,2013,1,CLE,AL,1,0,2,0,0,0,0,15,4,1,0,0,3,0.211,1.80,0,0,0,0,19,1,1,0,0,0 +martish01,2013,1,MIN,AL,0,1,6,0,0,0,0,29,6,6,3,4,7,0.171,5.59,0,0,0,0,39,1,6,0,0,0 +masteju01,2013,1,CLE,AL,14,10,32,29,3,3,0,579,156,74,13,76,195,0.222,3.45,0,8,17,0,803,2,75,5,2,17 +matsuda01,2013,1,NYN,NL,3,3,7,7,0,0,0,116,32,19,4,16,33,0.227,4.42,0,0,5,0,166,0,21,4,0,2 +matthry01,2013,1,WAS,NL,0,2,37,0,0,0,0,106,52,25,1,15,22,0.351,6.37,0,4,0,1,166,13,26,0,3,7 +matusbr01,2013,1,BAL,AL,2,1,65,0,0,0,0,153,43,20,3,16,50,0.230,3.53,2,0,2,0,208,9,21,1,2,3 +maurebr01,2013,1,SEA,AL,5,8,22,14,0,0,0,270,114,63,16,27,70,0.311,6.30,0,9,6,0,402,3,66,1,2,9 +mayayu01,2013,1,WAS,NL,0,1,1,0,0,0,0,1,2,2,1,0,0,0.667,54.00,0,0,0,0,3,1,2,0,0,0 +mazzavi01,2013,1,PIT,NL,8,2,57,0,0,0,1,221,68,23,3,21,46,0.246,2.81,3,5,3,1,304,17,23,3,1,9 +mcallza01,2013,1,CLE,AL,9,9,24,24,0,0,0,403,134,56,13,49,101,0.257,3.75,2,7,6,1,579,0,65,0,3,12 +mccarbr01,2013,1,ARI,NL,5,11,22,22,2,1,0,405,161,68,13,21,76,0.296,4.53,3,1,5,1,577,0,71,6,1,11 +mccleky01,2013,1,TEX,AL,0,1,7,0,0,0,0,28,7,8,2,5,3,0.212,7.71,0,1,1,0,40,4,8,0,1,1 +mcdonja03,2013,1,PIT,NL,2,2,6,6,0,0,0,89,29,19,1,20,25,0.252,5.76,1,2,3,0,138,0,24,0,0,1 +mcdonjo03,2013,3,PHI,NL,0,0,1,0,0,0,0,1,2,0,0,0,1,0.667,0.00,0,0,0,0,3,1,0,0,0,0 +mcfartj01,2013,1,BAL,AL,4,1,38,1,0,0,0,224,83,35,7,28,58,0.277,4.22,5,2,0,0,331,8,37,2,1,4 +mcgeeja01,2013,1,TBA,AL,5,3,71,0,0,0,1,188,52,28,8,22,75,0.223,4.02,5,4,1,0,260,6,28,1,3,5 +mcgowdu01,2013,1,TOR,AL,0,0,25,0,0,0,0,77,19,7,2,12,26,0.190,2.45,1,3,2,0,114,8,11,0,0,1 +mchugco01,2013,1,NYN,NL,0,1,3,1,0,0,0,21,12,8,2,3,3,0.400,10.29,0,0,0,0,34,2,8,0,1,1 +mchugco01,2013,2,COL,NL,0,3,4,4,0,0,0,57,33,21,4,2,8,0.384,9.95,0,0,0,0,91,0,21,2,1,1 +medinyo01,2013,1,SEA,AL,4,6,63,0,0,0,1,204,49,22,5,40,71,0.201,2.91,7,8,4,0,291,19,22,2,1,7 +medlekr01,2013,1,ATL,NL,15,12,32,31,0,0,0,591,194,68,18,47,157,0.258,3.11,1,2,8,0,820,1,77,9,2,15 +mejiaje01,2013,1,NYN,NL,1,2,5,5,0,0,0,82,28,7,2,4,27,0.269,2.30,0,1,0,0,112,0,9,0,4,3 +melanma01,2013,1,PIT,NL,3,2,72,0,0,0,16,213,60,11,1,8,70,0.223,1.39,0,6,1,0,279,24,15,0,1,9 +mendolu01,2013,1,KCA,AL,2,6,22,15,0,0,0,282,106,56,10,43,54,0.289,5.36,0,10,3,1,419,4,60,2,4,11 +mijarjo01,2013,1,SFN,NL,0,3,60,0,0,0,0,147,67,23,3,20,54,0.321,4.22,4,3,3,0,236,14,24,2,2,1 +mikolmi01,2013,1,SDN,NL,0,0,2,0,0,0,0,5,0,0,0,1,1,0.000,0.00,0,0,1,0,7,1,0,0,0,0 +mileywa01,2013,1,ARI,NL,10,10,33,33,0,0,0,608,201,80,21,66,147,0.261,3.55,4,13,4,0,847,0,88,6,2,23 +millean01,2013,1,BOS,AL,1,2,37,0,0,0,0,92,25,9,3,17,48,0.217,2.64,0,2,2,0,135,11,12,1,0,2 +milleji02,2013,1,NYA,AL,0,0,1,0,0,0,0,4,3,3,1,1,0,0.500,20.25,0,0,0,0,8,0,3,0,1,0 +millesh01,2013,1,SLN,NL,15,9,31,31,1,1,0,520,152,59,20,57,169,0.234,3.06,0,2,5,0,722,0,65,7,3,11 +milonto01,2013,1,OAK,AL,12,9,28,26,1,0,0,469,160,72,25,39,126,0.258,4.14,2,1,2,0,667,0,83,0,6,10 +minerza01,2013,1,PHI,NL,0,2,16,3,0,0,0,86,33,14,4,17,20,0.297,4.40,1,1,2,0,133,0,14,2,1,2 +minormi01,2013,1,ATL,NL,13,9,32,32,1,0,0,614,177,73,22,46,181,0.232,3.21,2,5,1,0,820,0,79,5,6,9 +moorema02,2013,1,TBA,AL,17,4,27,27,1,1,0,451,119,55,14,76,143,0.216,3.29,1,17,4,1,642,0,58,5,6,8 +moralfr01,2013,1,BOS,AL,2,2,20,1,0,0,0,76,24,13,2,15,21,0.255,4.62,2,3,3,0,112,3,13,0,0,3 +morribr01,2013,1,PIT,NL,5,7,55,0,0,0,0,195,57,25,8,28,37,0.243,3.46,5,6,2,0,270,21,25,0,5,12 +morrobr01,2013,1,TOR,AL,2,3,10,10,0,0,0,163,63,34,12,18,42,0.286,5.63,1,1,1,0,242,0,39,0,3,3 +mortecl01,2013,1,BOS,AL,1,2,24,0,0,0,0,91,32,18,3,16,21,0.267,5.34,1,1,3,0,141,7,19,1,1,1 +mortoch02,2013,1,PIT,NL,7,4,20,20,0,0,0,348,113,42,6,36,85,0.261,3.26,1,5,16,0,493,0,51,6,2,15 +moscogu01,2013,1,SFN,NL,2,2,13,2,0,0,0,90,20,17,5,21,31,0.192,5.10,3,5,3,0,128,0,17,0,0,2 +moylape01,2013,1,LAN,NL,1,0,14,0,0,0,0,46,23,11,3,7,6,0.365,6.46,1,0,0,0,70,7,11,0,0,2 +mujiced01,2013,1,SLN,NL,2,1,65,0,0,0,37,194,60,20,9,5,46,0.245,2.78,1,0,1,1,255,49,20,3,1,5 +murphda07,2013,1,TEX,AL,0,0,1,0,0,0,0,3,1,0,0,0,1,0.250,0.00,0,0,0,0,4,1,0,0,0,0 +myersbr01,2013,1,CLE,AL,0,3,4,3,0,0,0,64,29,19,10,5,12,0.319,8.02,0,0,0,0,97,1,19,1,0,1 +narvech01,2013,1,MIL,NL,0,0,2,0,0,0,0,6,1,0,0,1,0,0.143,0.00,0,1,0,0,8,1,0,0,0,0 +nathajo01,2013,1,TEX,AL,6,2,67,0,0,0,43,194,36,10,2,22,73,0.162,1.39,3,4,1,0,250,61,10,3,2,1 +nelsoji02,2013,1,MIL,NL,0,0,4,1,0,0,0,30,2,1,0,5,8,0.065,0.90,0,1,0,0,37,0,1,0,1,0 +neshepa01,2013,1,OAK,AL,2,1,45,0,0,0,0,121,40,15,6,15,29,0.252,3.35,2,1,0,0,177,17,17,0,3,0 +nicasju01,2013,1,COL,NL,9,9,31,31,0,0,0,473,168,90,17,64,119,0.268,5.14,7,6,5,2,703,0,97,6,1,8 +niesejo01,2013,1,NYN,NL,8,8,24,24,1,1,0,429,158,59,10,48,105,0.281,3.71,1,5,4,0,621,0,68,6,0,16 +noesihe01,2013,1,SEA,AL,0,1,12,1,0,0,0,82,42,20,3,12,21,0.353,6.59,4,2,1,0,134,4,21,1,1,1 +nolasri01,2013,1,MIA,NL,5,8,18,18,0,0,0,337,112,48,11,25,90,0.261,3.85,1,4,4,0,468,0,50,7,3,6 +nolasri01,2013,2,LAN,NL,8,3,16,15,0,0,0,261,83,34,6,21,75,0.247,3.52,0,1,6,0,366,0,40,3,0,9 +nolinse01,2013,1,TOR,AL,0,1,1,1,0,0,0,4,7,6,1,1,0,0.700,40.50,0,0,0,0,11,0,6,0,0,1 +norribu01,2013,1,HOU,AL,6,9,21,21,0,0,0,378,135,55,11,43,90,0.277,3.93,0,3,4,0,541,0,62,4,3,11 +norribu01,2013,2,BAL,AL,4,3,11,9,0,0,0,152,61,27,6,24,57,0.298,4.80,0,1,1,0,232,2,27,2,0,4 +novaiv01,2013,1,NYA,AL,9,6,23,20,3,2,0,418,135,48,9,44,116,0.258,3.10,3,3,14,0,586,2,49,2,3,18 +nunovi01,2013,1,NYA,AL,1,2,5,3,0,0,0,60,16,5,2,6,9,0.213,2.25,0,0,1,0,82,2,5,0,0,1 +oberhbr01,2013,1,HOU,AL,4,5,13,10,2,1,0,215,66,22,7,13,45,0.237,2.76,0,0,1,0,293,1,26,0,1,3 +odayda01,2013,1,BAL,AL,5,3,68,0,0,0,2,186,47,15,7,15,59,0.210,2.18,1,1,5,0,247,18,16,1,1,4 +odorija01,2013,1,TBA,AL,0,1,7,4,0,0,1,89,28,13,3,8,22,0.252,3.94,0,1,2,0,122,2,13,0,1,3 +oflaher01,2013,1,ATL,NL,3,0,19,0,0,0,0,54,12,5,2,5,11,0.188,2.50,1,0,0,0,70,2,5,0,1,1 +ogandal01,2013,1,TEX,AL,7,4,23,18,0,0,0,313,87,36,11,41,72,0.231,3.11,1,6,5,1,428,0,38,2,3,11 +ohlenro01,2013,1,WAS,NL,4,1,16,7,0,0,0,181,56,22,8,14,45,0.245,3.28,1,1,1,0,247,1,22,3,0,3 +okajihi01,2013,1,OAK,AL,0,0,5,0,0,0,0,12,7,1,1,2,1,0.368,2.25,2,1,0,0,21,0,1,0,0,0 +oliveda02,2013,1,TOR,AL,3,4,50,0,0,0,0,147,47,21,6,15,40,0.257,3.86,1,0,2,1,204,21,24,3,1,7 +olmosed01,2013,1,MIA,NL,0,1,5,0,0,0,0,15,7,4,2,3,2,0.350,7.20,1,0,0,0,24,2,9,1,0,2 +omogrbr01,2013,1,CHA,AL,0,2,12,0,0,0,0,49,28,17,2,9,16,0.378,9.37,1,0,1,0,84,6,18,0,0,2 +ondrulo01,2013,1,CIN,NL,3,1,52,0,0,0,0,165,53,25,8,16,53,0.250,4.09,1,5,1,1,233,18,26,4,0,3 +ortegjo01,2013,1,DET,AL,0,2,11,0,0,0,0,35,10,5,2,6,10,0.227,3.86,1,0,1,0,52,5,5,1,0,0 +ortizjo05,2013,1,TEX,AL,2,2,32,0,0,0,0,134,46,21,5,10,27,0.269,4.23,2,0,0,0,187,10,26,2,4,3 +ortizra01,2013,1,TOR,AL,1,2,7,4,0,0,0,76,34,17,7,11,8,0.337,6.04,2,2,1,0,117,1,17,1,3,7 +osullse01,2013,1,SDN,NL,0,2,7,3,0,0,0,75,31,11,0,14,12,0.310,3.96,1,0,1,0,118,2,12,1,2,3 +oswalro01,2013,1,COL,NL,0,6,9,6,0,0,0,97,49,31,3,9,34,0.358,8.63,0,1,1,0,151,0,31,1,3,1 +oteroda01,2013,1,OAK,AL,2,0,33,0,0,0,0,117,42,6,0,6,27,0.276,1.38,1,0,0,0,159,8,7,1,0,7 +ottavad01,2013,1,COL,NL,1,3,51,0,0,0,0,235,73,23,5,31,78,0.250,2.64,5,9,2,1,335,5,27,6,4,4 +outmajo01,2013,1,COL,NL,3,0,61,0,0,0,0,162,56,26,3,23,53,0.268,4.33,2,2,3,0,238,8,27,1,2,5 +papeljo01,2013,1,PHI,NL,5,1,61,0,0,0,29,185,59,20,6,11,57,0.247,2.92,1,2,1,0,254,54,23,0,3,3 +parkebl01,2013,1,CHN,NL,1,2,49,0,0,0,1,139,39,14,4,15,55,0.220,2.72,1,2,2,0,195,18,17,0,1,2 +parkeja02,2013,1,OAK,AL,12,8,32,32,1,0,0,591,178,87,25,63,134,0.242,3.97,2,7,7,0,818,0,92,8,4,18 +parnebo01,2013,1,NYN,NL,5,5,49,0,0,0,22,150,38,12,1,12,44,0.211,2.16,3,1,1,0,198,41,17,2,3,4 +parrama01,2013,1,CIN,NL,2,3,57,0,0,0,0,138,40,17,5,15,56,0.238,3.33,0,4,1,0,188,8,18,3,1,4 +partccu01,2013,1,CIN,NL,0,1,14,0,0,0,0,70,17,16,8,17,16,0.210,6.17,1,0,4,0,106,4,16,3,1,2 +paterjo01,2013,1,ARI,NL,0,0,2,0,0,0,0,7,2,1,0,0,2,0.250,3.86,0,0,3,0,11,2,1,0,0,1 +pattotr01,2013,1,BAL,AL,2,0,56,0,0,0,0,168,57,23,8,16,42,0.270,3.70,1,0,3,0,235,8,25,2,3,7 +paxtoja01,2013,1,SEA,AL,3,0,4,4,0,0,0,72,15,4,2,7,21,0.172,1.50,2,0,0,0,94,0,5,0,0,1 +peacobr01,2013,1,HOU,AL,5,6,18,14,0,0,0,250,78,48,15,37,77,0.241,5.18,0,4,3,0,365,1,51,1,1,5 +peavyja01,2013,1,CHA,AL,8,4,13,13,1,0,0,240,74,38,14,17,76,0.244,4.28,0,0,1,1,324,0,41,1,2,5 +peavyja01,2013,2,BOS,AL,4,1,10,10,1,0,0,194,56,29,6,19,45,0.230,4.04,0,0,1,1,266,0,29,1,1,1 +pelfrmi01,2013,1,MIN,AL,5,13,29,29,0,0,0,458,184,88,13,53,101,0.300,5.19,0,1,6,0,680,0,92,1,7,16 +peraljo01,2013,1,TBA,AL,3,8,80,0,0,0,1,214,47,27,7,34,74,0.184,3.41,1,1,0,0,291,12,31,2,0,5 +peralwi01,2013,1,MIL,NL,11,15,32,32,2,1,0,550,187,89,19,73,129,0.264,4.37,3,12,7,0,802,0,107,11,3,19 +perezch01,2013,1,CLE,AL,5,3,54,0,0,0,25,162,56,26,11,21,54,0.263,4.33,2,1,4,0,243,41,27,5,0,1 +perezju01,2013,1,TOR,AL,1,2,19,0,0,0,0,95,23,13,3,15,33,0.200,3.69,0,2,1,0,131,3,17,0,0,3 +perezlu01,2013,1,TOR,AL,0,1,6,0,0,0,0,15,4,3,0,2,6,0.211,5.40,0,0,0,0,21,1,3,0,0,0 +perezma02,2013,1,TEX,AL,10,6,20,20,1,0,0,373,129,50,15,37,84,0.267,3.62,0,9,3,2,529,0,55,2,3,13 +perezol01,2013,1,SEA,AL,3,3,61,0,0,0,2,159,50,22,6,26,74,0.249,3.74,3,1,1,0,229,22,23,1,0,7 +perkigl01,2013,1,MIN,AL,2,0,61,0,0,0,36,188,43,16,5,15,77,0.196,2.30,0,0,3,0,240,53,16,2,1,8 +pestavi01,2013,1,CLE,AL,1,2,37,0,0,0,6,106,37,16,6,21,37,0.274,4.08,1,2,1,0,159,21,18,0,2,3 +petityu01,2013,1,SFN,NL,4,1,8,7,1,1,0,144,46,19,4,11,47,0.251,3.56,1,0,0,0,196,0,19,2,0,3 +petrija01,2013,1,CHA,AL,1,1,16,0,0,0,0,58,20,7,0,10,10,0.278,3.26,1,4,1,0,85,3,7,1,1,4 +pettian01,2013,1,NYA,AL,11,11,30,30,1,0,0,556,198,77,17,48,128,0.275,3.74,1,6,4,0,784,0,85,4,7,17 +pettijo02,2013,1,PHI,NL,5,4,18,18,0,0,0,301,109,45,9,38,66,0.284,4.04,3,1,5,0,437,0,50,8,2,12 +phelpda01,2013,1,NYA,AL,6,5,22,12,0,0,0,260,88,48,8,35,79,0.265,4.98,1,2,5,0,376,3,50,1,2,7 +phillza01,2013,1,MIA,NL,0,1,3,0,0,0,0,5,3,1,0,3,1,0.429,5.40,0,0,0,0,11,0,1,1,0,0 +pimenst01,2013,1,PIT,NL,0,0,5,0,0,0,0,28,6,2,0,2,9,0.171,1.93,0,2,0,0,38,1,4,0,1,0 +pomerdr01,2013,1,COL,NL,0,4,8,4,0,0,0,65,25,15,4,19,19,0.301,6.23,1,0,1,0,105,0,15,1,1,5 +porceri01,2013,1,DET,AL,13,8,32,29,1,0,0,531,185,85,18,42,142,0.270,4.32,4,6,3,1,736,1,87,4,3,20 +pressry01,2013,1,MIN,AL,3,3,49,0,0,0,0,230,71,33,5,27,49,0.251,3.87,1,7,0,0,315,18,37,2,3,10 +priceda01,2013,1,TBA,AL,10,8,27,27,4,0,0,560,178,69,16,27,151,0.252,3.33,0,6,3,0,740,0,78,1,2,19 +pryorst01,2013,1,SEA,AL,0,0,7,0,0,0,0,22,3,0,0,1,7,0.120,0.00,0,0,0,0,26,2,0,0,0,0 +purceda01,2013,1,CHA,AL,1,1,24,0,0,0,0,76,19,6,2,17,23,0.209,2.13,4,5,2,0,113,7,7,1,2,4 +putkolu01,2013,1,DET,AL,1,3,30,0,0,0,0,89,30,10,4,9,28,0.261,3.03,0,5,0,0,127,12,11,2,1,3 +putnaza01,2013,1,CHN,NL,0,0,5,0,0,0,0,10,9,7,1,0,4,0.500,18.90,0,0,0,0,19,1,7,0,1,0 +putzjj01,2013,1,ARI,NL,3,1,40,0,0,0,6,103,26,9,4,17,38,0.211,2.36,1,3,0,0,140,16,9,0,0,4 +quallch01,2013,1,MIA,NL,5,2,66,0,0,0,0,186,57,18,4,19,49,0.251,2.61,7,1,2,0,252,12,18,4,0,11 +quintjo01,2013,1,CHA,AL,9,7,33,33,0,0,0,600,188,78,23,56,164,0.247,3.51,2,2,5,1,832,0,83,3,6,15 +raburry01,2013,1,CLE,AL,0,0,1,0,0,0,0,3,0,0,0,0,1,0.000,0.00,0,0,0,0,3,1,0,0,0,0 +raleybr01,2013,1,CHN,NL,0,0,9,0,0,0,0,42,11,8,2,8,14,0.224,5.14,0,0,2,0,61,1,9,1,1,2 +ramirer02,2013,1,SEA,AL,5,3,14,13,0,0,0,217,79,40,12,26,57,0.273,4.98,0,0,3,0,321,0,44,0,3,7 +ramirjc01,2013,1,PHI,NL,0,1,18,0,0,0,0,72,30,20,6,15,16,0.313,7.50,1,0,0,0,116,2,22,1,4,3 +ramirra02,2013,1,SFN,NL,0,0,6,0,0,0,0,17,9,7,2,5,0,0.429,11.12,0,1,0,0,29,1,8,1,2,2 +ramosaj01,2013,1,MIA,NL,3,4,68,0,0,0,0,240,58,28,4,43,86,0.201,3.15,3,1,2,0,338,18,32,1,3,2 +ramosce01,2013,1,TBA,AL,2,2,48,0,0,0,1,202,66,31,6,22,53,0.256,4.14,6,3,2,0,288,25,31,2,4,2 +rapadcl01,2013,1,CLE,AL,0,0,4,0,0,0,0,6,1,0,0,2,0,0.143,0.00,0,0,0,0,9,2,0,0,0,0 +rasmuco02,2013,1,ATL,NL,0,0,3,0,0,0,0,20,8,6,4,3,6,0.286,8.10,0,0,0,0,31,2,6,0,0,1 +rasmuco02,2013,2,LAA,AL,1,1,16,0,0,0,0,45,16,7,2,10,14,0.262,4.20,2,0,0,1,72,4,9,0,1,0 +rauchjo01,2013,1,MIA,NL,1,2,15,0,0,0,0,50,23,14,1,7,15,0.329,7.56,3,1,1,0,80,6,14,2,0,0 +reckean01,2013,1,NYN,NL,0,0,1,0,0,0,0,3,1,2,1,1,0,0.250,18.00,0,0,0,0,5,1,2,0,0,0 +redmoto01,2013,1,TOR,AL,4,3,17,14,0,0,0,231,70,37,13,23,76,0.239,4.32,2,1,6,0,324,2,38,1,1,3 +reedad01,2013,1,CHA,AL,5,4,68,0,0,0,40,214,56,30,6,23,72,0.215,3.79,2,2,2,0,295,59,31,3,6,1 +reedev01,2013,1,DET,AL,0,1,16,0,0,0,0,70,28,11,2,8,17,0.301,4.24,0,1,1,1,105,10,16,1,2,2 +reidry01,2013,1,PIT,NL,0,0,7,0,0,0,1,33,9,2,1,3,7,0.231,1.64,1,0,2,0,47,3,2,2,1,0 +resopch01,2013,1,OAK,AL,1,1,18,0,0,0,0,54,22,12,3,10,13,0.293,6.00,1,2,2,0,87,5,13,0,0,2 +reynogr01,2013,1,CIN,NL,1,3,6,5,0,0,0,88,38,18,5,6,13,0.322,5.52,1,0,4,0,133,0,19,3,2,3 +reynoma02,2013,1,ARI,NL,0,2,30,0,0,0,2,82,25,6,2,5,23,0.240,1.98,1,0,1,0,111,9,7,0,1,2 +ricesc01,2013,1,NYN,NL,4,5,73,0,0,0,0,153,42,21,1,27,41,0.235,3.71,4,3,2,1,213,7,22,3,2,7 +richacl01,2013,1,SDN,NL,2,5,12,11,0,0,0,158,65,41,13,21,24,0.308,7.01,1,0,0,0,239,1,44,6,1,5 +richaga01,2013,1,LAA,AL,7,8,47,17,1,0,1,435,151,67,12,44,101,0.269,4.16,4,11,1,0,620,6,73,9,3,19 +rienzan01,2013,1,CHA,AL,2,3,10,10,0,0,0,168,55,30,11,28,38,0.253,4.82,0,4,2,0,250,0,34,2,1,3 +riverma01,2013,1,NYA,AL,6,2,64,0,0,0,44,192,58,15,6,9,54,0.236,2.11,3,0,1,0,256,60,16,0,0,3 +roarkta01,2013,1,WAS,NL,7,1,14,5,0,0,0,161,38,9,1,11,40,0.202,1.51,0,0,0,0,204,1,11,3,2,4 +roberda08,2013,1,NYA,AL,5,1,70,0,0,0,3,199,51,15,5,18,77,0.213,2.04,1,1,2,0,262,9,15,3,0,3 +roberty01,2013,1,MIN,AL,0,0,2,0,0,0,0,3,1,1,1,0,2,0.250,9.00,0,0,0,0,4,1,1,0,0,0 +roblema01,2013,1,PHI,NL,0,0,3,0,0,0,0,14,7,1,0,3,6,0.318,1.93,0,2,0,1,25,0,3,0,0,0 +rodnefe01,2013,1,TBA,AL,5,4,68,0,0,0,37,200,53,25,3,36,82,0.211,3.38,3,4,1,1,290,55,27,1,1,2 +rodrifr03,2013,1,MIL,NL,1,1,25,0,0,0,10,74,17,3,2,9,26,0.198,1.09,3,0,0,0,97,18,3,2,0,1 +rodrifr03,2013,2,BAL,AL,2,1,23,0,0,0,0,66,25,11,5,5,28,0.281,4.50,1,2,1,0,96,5,11,1,0,1 +rodrihe03,2013,1,WAS,NL,0,1,17,0,0,0,0,54,14,8,1,16,11,0.203,4.00,0,2,1,1,86,8,8,0,0,0 +rodrihe03,2013,2,CHN,NL,0,0,5,0,0,0,0,12,6,2,1,4,1,0.353,4.50,1,0,1,0,23,2,4,0,1,1 +rodrist02,2013,1,LAN,NL,3,4,76,0,0,0,2,163,30,14,5,19,63,0.164,2.32,4,3,2,0,208,11,15,3,1,3 +rodriwa01,2013,1,PIT,NL,6,4,12,12,0,0,0,188,58,25,10,12,46,0.240,3.59,1,1,4,1,260,0,26,1,1,3 +roech01,2013,1,ARI,NL,1,0,21,0,0,0,0,67,18,10,3,13,24,0.228,4.03,3,1,0,0,95,4,10,2,1,3 +roenijo01,2013,1,MIN,AL,3,1,63,0,0,0,1,186,63,30,6,36,45,0.263,4.35,5,7,1,0,282,12,31,1,4,2 +rogeres01,2013,1,TOR,AL,5,9,44,20,0,0,0,413,152,73,21,44,96,0.279,4.77,2,7,6,2,598,5,76,0,4,20 +romeren01,2013,1,TBA,AL,0,0,1,1,0,0,0,14,1,0,0,4,0,0.071,0.00,0,0,0,0,18,0,0,0,0,1 +romerri01,2013,1,TOR,AL,0,2,4,2,0,0,0,22,11,9,2,8,5,0.355,11.05,0,1,1,0,40,1,9,0,0,2 +romose01,2013,1,SFN,NL,5,8,65,0,0,0,38,181,53,17,5,12,58,0.226,2.54,3,1,1,0,250,52,20,1,1,0 +rondobr01,2013,1,DET,AL,1,2,30,0,0,0,1,86,28,11,2,11,30,0.259,3.45,0,7,0,1,122,12,11,1,2,3 +rondohe01,2013,1,CHN,NL,2,1,45,0,0,0,0,164,52,29,6,25,44,0.251,4.77,5,4,3,0,242,14,29,4,3,3 +rosarsa02,2013,1,SFN,NL,3,2,43,0,0,0,0,125,38,14,1,20,24,0.245,3.02,5,2,0,0,180,14,15,3,2,3 +rosenbj01,2013,1,PHI,NL,2,0,22,0,0,0,1,59,20,10,0,9,19,0.263,4.58,1,2,0,0,86,5,10,1,0,3 +rosentr01,2013,1,SLN,NL,2,4,74,0,0,0,3,226,63,22,4,20,108,0.223,2.63,0,3,6,0,311,15,25,3,0,5 +rosscza01,2013,1,CHN,NL,0,0,10,0,0,0,0,20,3,1,1,7,7,0.130,1.35,1,0,0,0,30,3,1,0,0,0 +rossro01,2013,1,TEX,AL,4,2,65,0,0,0,0,187,63,21,4,19,58,0.259,3.03,2,2,5,0,267,16,21,0,0,7 +rossty01,2013,1,SDN,NL,3,8,35,16,0,0,0,375,100,44,8,44,119,0.225,3.17,4,7,7,0,504,8,51,3,5,17 +rothmi01,2013,1,LAA,AL,1,1,15,1,0,0,0,60,24,16,0,6,17,0.300,7.20,0,2,1,0,89,5,16,1,0,1 +ruffich01,2013,1,SEA,AL,0,2,9,0,0,0,0,29,14,9,3,5,15,0.333,8.38,1,1,2,0,49,1,10,0,0,1 +rusinch01,2013,1,CHN,NL,2,6,13,13,0,0,0,199,66,29,8,24,36,0.261,3.93,3,1,3,0,282,0,30,1,1,4 +russeja02,2013,1,CHN,NL,1,6,74,0,0,0,0,158,46,21,7,18,37,0.238,3.59,6,1,1,0,214,7,21,1,1,2 +ryuhy01,2013,1,LAN,NL,14,8,30,30,2,1,0,576,182,64,15,49,154,0.252,3.00,4,5,1,0,783,0,67,7,3,26 +rzepcma01,2013,1,SLN,NL,0,0,11,0,0,0,0,31,16,9,1,4,9,0.364,7.84,1,0,1,0,50,4,9,0,1,1 +rzepcma01,2013,2,CLE,AL,0,0,27,0,0,0,0,61,11,2,1,6,20,0.159,0.89,2,0,3,0,79,6,4,1,0,2 +sabatcc01,2013,1,NYA,AL,14,13,32,32,2,0,0,633,224,112,28,65,175,0.272,4.78,5,7,4,1,908,0,122,8,8,19 +salasfe01,2013,1,SLN,NL,0,3,27,0,0,0,0,84,27,14,3,6,22,0.255,4.50,1,2,1,0,118,14,15,1,4,0 +salazda01,2013,1,CLE,AL,2,3,10,10,0,0,0,156,44,18,7,15,65,0.226,3.12,0,3,0,0,211,0,18,1,0,2 +salech01,2013,1,CHA,AL,11,14,30,30,4,1,0,643,184,73,23,46,226,0.230,3.07,2,8,14,1,866,0,81,2,4,17 +samarje01,2013,1,CHN,NL,8,13,33,33,2,1,0,641,210,103,25,78,214,0.255,4.34,3,11,8,0,914,0,109,4,2,18 +sanabal01,2013,1,MIA,NL,3,7,10,10,0,0,0,166,69,30,10,25,31,0.317,4.88,3,1,4,0,251,0,33,2,2,12 +sanchan01,2013,1,DET,AL,14,8,29,29,1,1,0,546,156,52,9,54,202,0.229,2.57,1,7,2,0,746,0,56,4,4,10 +sanched01,2013,1,CHN,NL,0,1,4,0,0,0,0,19,5,4,1,5,5,0.238,5.68,0,1,0,1,29,1,4,2,1,1 +sanchjo01,2013,1,PIT,NL,0,3,5,4,0,0,0,41,25,18,7,8,15,0.397,11.85,0,0,2,0,75,0,18,2,0,0 +santaer01,2013,1,KCA,AL,9,10,32,32,0,0,0,633,190,76,26,51,161,0.238,3.24,3,6,6,0,859,0,85,2,3,14 +santihe01,2013,1,CHA,AL,4,9,34,23,0,0,0,447,137,59,17,72,137,0.243,3.56,2,2,15,0,656,4,69,3,3,12 +santose01,2013,1,TOR,AL,1,1,29,0,0,0,1,77,11,5,1,4,28,0.131,1.75,2,1,0,0,90,6,5,0,2,3 +saundjo01,2013,1,SEA,AL,11,16,32,32,2,0,0,549,232,107,25,61,107,0.311,5.26,5,5,4,0,820,0,117,6,3,26 +saverjo01,2013,1,PHI,NL,2,0,18,0,0,0,0,60,15,7,1,11,14,0.205,3.15,0,0,0,0,86,8,11,1,1,1 +scahiro01,2013,1,COL,NL,1,0,23,0,0,0,0,100,40,19,5,9,20,0.301,5.13,1,1,4,0,149,6,19,3,0,4 +schepta01,2013,1,TEX,AL,6,2,76,0,0,0,1,230,58,16,6,24,59,0.214,1.88,4,4,7,0,302,11,21,0,0,12 +scherma01,2013,1,DET,AL,21,3,32,32,0,0,0,643,152,69,18,56,240,0.198,2.90,0,6,4,1,836,0,73,2,8,10 +schumsk01,2013,1,LAN,NL,0,0,2,0,0,0,0,6,3,0,0,3,1,0.333,0.00,0,0,0,0,12,2,0,0,0,0 +scribev01,2013,1,OAK,AL,0,0,18,0,0,0,0,80,26,13,3,7,19,0.243,4.39,0,2,0,0,114,12,13,0,0,0 +shawbr01,2013,1,CLE,AL,7,3,70,0,0,0,1,225,60,27,4,28,73,0.216,3.24,2,5,4,0,316,11,31,4,2,7 +shielja02,2013,1,KCA,AL,13,9,34,34,2,0,0,686,215,80,20,68,196,0.251,3.15,0,11,8,2,946,0,82,6,7,22 +shoemma01,2013,1,LAA,AL,0,0,1,1,0,0,0,15,2,0,0,2,5,0.118,0.00,0,1,0,0,19,0,0,0,0,0 +siegrke01,2013,1,SLN,NL,3,1,45,0,0,0,0,119,17,2,1,18,50,0.128,0.45,1,0,1,0,152,15,2,0,0,1 +simonal01,2013,1,CIN,NL,6,4,63,0,0,0,1,263,68,28,8,26,63,0.214,2.87,2,4,8,0,359,20,31,5,2,4 +sippto01,2013,1,ARI,NL,3,2,56,0,0,0,0,113,35,20,6,22,42,0.240,4.78,2,3,3,1,175,11,22,3,1,1 +skaggty01,2013,1,ARI,NL,2,3,7,7,0,0,0,116,38,22,7,15,36,0.252,5.12,2,2,2,0,170,0,23,0,2,1 +sloweke01,2013,1,MIA,NL,3,6,20,14,0,0,0,276,106,42,12,18,76,0.291,4.11,0,1,4,0,395,2,44,3,6,5 +smithbu03,2013,1,SDN,NL,1,3,10,7,0,0,0,109,39,26,9,21,46,0.269,6.44,1,0,0,0,167,3,26,1,0,0 +smithjo05,2013,1,CLE,AL,6,2,70,0,0,0,3,189,54,16,5,23,54,0.235,2.29,2,3,3,0,259,20,17,3,0,7 +smithwi04,2013,1,KCA,AL,2,1,19,1,0,0,0,100,24,12,6,7,43,0.202,3.24,0,0,1,0,131,4,16,0,4,2 +smylydr01,2013,1,DET,AL,6,0,63,0,0,0,2,228,62,20,4,17,81,0.219,2.37,1,5,1,0,303,9,20,0,1,6 +soriajo01,2013,1,TEX,AL,1,0,26,0,0,0,0,71,18,10,2,14,28,0.212,3.80,2,2,1,0,101,9,10,1,0,3 +soriara01,2013,1,WAS,NL,3,3,68,0,0,0,43,200,65,23,7,17,51,0.251,3.11,2,3,0,0,277,58,24,1,0,3 +spruize01,2013,1,ARI,NL,0,2,6,2,0,0,0,34,17,7,3,5,9,0.354,5.56,0,0,1,0,55,1,11,1,0,1 +stammcr01,2013,1,WAS,NL,7,6,55,0,0,0,0,245,78,25,4,27,79,0.262,2.76,3,2,2,1,339,14,30,8,4,8 +stangda01,2013,1,LAA,AL,0,1,3,0,0,0,0,5,2,3,1,2,1,0.286,16.20,0,0,0,0,9,3,3,0,0,0 +staufti01,2013,1,SDN,NL,3,1,43,0,0,0,0,209,59,29,7,20,64,0.231,3.75,1,0,4,0,284,8,29,3,2,4 +stinsjo01,2013,1,BAL,AL,0,0,11,1,0,0,0,51,10,6,4,3,12,0.169,3.18,0,0,1,0,63,2,7,0,0,2 +storedr01,2013,1,WAS,NL,4,2,68,0,0,0,3,185,65,31,7,19,58,0.267,4.52,2,2,1,0,267,20,34,3,1,8 +storemi01,2013,1,TOR,AL,0,0,3,0,0,0,0,12,6,3,0,1,6,0.353,6.75,0,0,0,0,19,3,3,0,1,0 +straida01,2013,1,OAK,AL,10,8,27,27,0,0,0,457,132,67,16,57,124,0.233,3.96,0,7,7,0,640,0,74,4,5,8 +strasst01,2013,1,WAS,NL,8,9,30,30,1,1,0,549,136,61,16,56,191,0.207,3.00,1,7,12,3,731,0,71,5,1,21 +streehu01,2013,1,SDN,NL,2,5,58,0,0,0,33,170,44,17,12,14,46,0.213,2.70,1,4,0,0,222,52,17,0,1,2 +stroppe01,2013,1,BAL,AL,0,3,29,0,0,0,0,67,23,18,4,15,24,0.258,7.25,2,5,2,1,111,15,19,4,0,1 +stroppe01,2013,2,CHN,NL,2,2,37,0,0,0,1,105,22,11,1,11,42,0.176,2.83,0,3,4,0,143,7,11,3,0,2 +stulter01,2013,1,SDN,NL,11,13,33,33,2,0,0,611,219,89,18,40,131,0.274,3.93,2,2,2,1,857,0,97,10,6,16 +stutemi01,2013,1,PHI,NL,3,1,16,0,0,0,0,53,14,9,1,8,9,0.212,4.58,1,1,1,0,75,4,11,0,0,1 +surkaer01,2013,1,SFN,NL,0,1,1,1,0,0,0,8,9,7,2,0,0,0.563,23.63,0,0,2,0,18,0,7,0,0,0 +swarzan01,2013,1,MIN,AL,3,2,48,0,0,0,0,288,89,31,7,22,69,0.249,2.91,1,1,1,0,387,8,33,2,5,9 +takahhi01,2013,1,CHN,NL,0,0,3,0,0,0,0,9,3,2,1,2,3,0.273,6.00,0,0,0,0,14,2,2,0,1,0 +tazawju01,2013,1,BOS,AL,5,4,71,0,0,0,0,205,70,24,9,12,72,0.265,3.16,1,3,1,1,284,10,25,2,5,2 +teafoev01,2013,1,KCA,AL,0,0,1,0,0,0,0,2,1,0,0,0,0,0.333,0.00,0,0,0,0,3,0,0,0,0,0 +teherju01,2013,1,ATL,NL,14,8,30,30,0,0,0,557,173,66,22,45,170,0.246,3.20,4,2,13,0,774,0,69,8,5,6 +tepesni01,2013,1,TEX,AL,4,6,19,17,0,0,0,279,100,50,12,27,76,0.272,4.84,3,0,7,0,407,1,53,1,4,7 +thatcjo01,2013,1,SDN,NL,3,1,50,0,0,0,0,90,28,7,3,4,29,0.243,2.10,0,2,1,0,121,13,7,0,1,2 +thatcjo01,2013,2,ARI,NL,0,1,22,0,0,0,0,28,12,7,1,6,7,0.343,6.75,0,1,0,0,43,3,7,1,1,3 +thayeda01,2013,1,SDN,NL,3,5,69,0,0,0,1,195,59,24,8,22,64,0.244,3.32,2,2,2,0,270,13,25,3,1,6 +thielca01,2013,1,MIN,AL,3,2,49,0,0,0,0,138,24,9,4,14,39,0.154,1.76,4,1,0,0,171,16,11,0,1,2 +thornma01,2013,1,CHA,AL,0,3,40,0,0,0,0,84,25,12,4,10,21,0.245,3.86,1,1,2,0,116,3,14,2,0,4 +thornma01,2013,2,BOS,AL,0,1,20,0,0,0,0,46,22,6,0,5,9,0.349,3.52,0,1,0,0,71,3,6,2,1,2 +thornty01,2013,1,MIL,NL,3,1,18,7,0,0,0,200,53,15,1,26,48,0.225,2.03,2,2,3,1,270,4,17,4,1,5 +tillmch01,2013,1,BAL,AL,16,7,33,33,1,0,0,619,184,85,33,68,179,0.241,3.71,2,6,3,1,845,0,87,4,6,14 +tollesh01,2013,1,LAN,NL,0,0,1,0,0,0,0,0,0,0,0,2,0,,,0,0,0,0,2,0,0,0,0,0 +tomlijo01,2013,1,CLE,AL,0,0,1,0,0,0,0,6,2,0,0,0,0,0.250,0.00,0,0,0,0,9,0,0,0,0,0 +tonkimi01,2013,1,MIN,AL,0,0,9,0,0,0,0,34,9,1,0,3,10,0.205,0.79,0,1,0,0,47,6,6,0,0,1 +torreal01,2013,1,TBA,AL,4,2,39,0,0,0,0,174,32,11,1,20,62,0.159,1.71,1,1,3,0,226,5,12,1,1,3 +torreca01,2013,1,NYN,NL,4,6,33,9,0,0,0,259,79,33,15,17,75,0.242,3.44,1,4,4,1,352,6,34,4,1,5 +troncra01,2013,1,CHA,AL,1,4,29,0,0,0,0,90,30,15,4,16,18,0.256,4.50,1,1,1,0,137,15,22,2,1,2 +turneja01,2013,1,MIA,NL,3,8,20,20,1,0,0,354,116,49,11,54,77,0.262,3.74,5,11,4,0,514,0,55,8,5,8 +ueharko01,2013,1,BOS,AL,4,1,73,0,0,0,21,223,33,9,5,9,101,0.130,1.09,2,1,1,0,265,40,10,1,1,1 +valdelu01,2013,1,BAL,AL,0,0,4,0,0,0,0,7,3,2,1,2,4,0.300,7.71,1,0,0,0,12,1,2,0,0,0 +valdera02,2013,1,PHI,NL,1,1,17,1,0,0,0,105,42,29,7,8,37,0.300,7.46,0,1,2,0,152,7,29,1,1,2 +valvejo01,2013,1,DET,AL,0,1,20,0,0,0,9,58,18,12,6,6,19,0.237,5.59,0,0,2,0,84,18,12,0,0,1 +vargaja01,2013,1,LAA,AL,9,8,24,24,3,2,0,450,162,67,17,46,109,0.276,4.02,2,0,5,1,644,0,68,3,3,14 +varvaan01,2013,1,ATL,NL,3,1,62,0,0,0,1,220,68,23,3,25,43,0.245,2.82,3,7,1,0,306,30,25,2,0,7 +vealdo01,2013,1,CHA,AL,2,3,50,0,0,0,0,88,26,15,3,16,29,0.236,4.60,1,4,0,0,126,5,16,0,0,5 +ventuyo01,2013,1,KCA,AL,0,1,3,3,0,0,0,46,13,6,3,6,11,0.224,3.52,0,1,0,0,64,0,6,0,0,4 +verasjo01,2013,1,HOU,AL,0,4,42,0,0,0,19,129,29,14,4,14,44,0.192,2.93,0,2,3,0,169,38,15,1,0,4 +verasjo01,2013,2,DET,AL,0,1,25,0,0,0,2,59,16,7,2,8,16,0.213,3.20,1,0,1,0,85,7,8,1,0,0 +verlaju01,2013,1,DET,AL,13,12,34,34,0,0,0,655,212,84,19,75,217,0.253,3.46,1,3,4,1,925,0,94,2,6,15 +villabr02,2013,1,DET,AL,0,2,7,0,0,0,0,13,8,10,1,8,6,0.444,20.77,0,1,0,0,28,3,10,1,1,1 +villabr02,2013,2,BOS,AL,0,0,1,0,0,0,0,0,0,0,0,1,0,,,0,0,0,0,1,1,0,0,0,0 +villaca01,2013,1,CHN,NL,7,8,47,15,0,0,0,386,117,58,14,40,103,0.248,4.06,4,0,3,0,524,5,58,7,3,11 +villape01,2013,1,CIN,NL,0,1,2,1,0,0,0,17,13,8,4,3,4,0.448,12.71,0,0,0,0,32,0,8,0,0,1 +vinceni01,2013,1,SDN,NL,6,3,45,0,0,0,1,139,33,11,1,11,49,0.202,2.14,3,0,2,0,180,7,11,4,0,2 +vogelry01,2013,1,SFN,NL,4,6,19,19,0,0,0,311,124,66,15,38,67,0.299,5.73,2,3,6,0,467,0,73,4,4,8 +volqued01,2013,1,SDN,NL,9,10,27,27,0,0,0,427,168,95,14,69,116,0.291,6.01,2,11,3,0,659,0,100,7,3,6 +volqued01,2013,2,LAN,NL,0,2,6,5,0,0,0,84,25,13,5,8,26,0.234,4.18,0,5,0,0,118,0,14,2,1,1 +volstch01,2013,1,COL,NL,0,0,6,0,0,0,0,25,19,10,1,1,3,0.432,10.80,0,0,2,0,47,1,10,0,0,0 +wachami01,2013,1,SLN,NL,4,1,15,9,0,0,0,194,52,20,5,19,65,0.219,2.78,0,3,0,0,260,2,20,1,3,6 +wagnene01,2013,1,TOR,AL,2,4,36,0,0,0,0,114,39,16,5,13,33,0.271,3.79,1,3,1,1,161,8,17,2,1,6 +wainwad01,2013,1,SLN,NL,19,9,34,34,5,2,0,725,223,79,15,35,219,0.248,2.94,2,5,6,0,956,0,83,13,2,32 +waldejo01,2013,1,ATL,NL,4,3,50,0,0,0,1,141,39,18,4,14,54,0.220,3.45,4,6,1,0,193,9,19,1,0,2 +walketa01,2013,1,SEA,AL,1,0,3,3,0,0,0,45,11,6,0,4,12,0.204,3.60,0,0,0,0,60,0,7,0,2,0 +walljo02,2013,1,LAN,NL,0,1,6,0,0,0,0,21,17,14,2,6,7,0.486,18.00,3,0,0,0,44,4,14,2,1,0 +waltepj01,2013,1,MIN,AL,2,5,8,8,0,0,0,118,51,26,5,18,22,0.311,5.95,0,0,1,0,183,0,30,0,0,6 +wangch01,2013,1,TOR,AL,1,2,6,6,0,0,0,81,40,23,5,9,14,0.351,7.67,0,2,0,0,123,0,24,0,0,3 +warread01,2013,1,NYA,AL,3,2,34,2,0,0,1,231,80,29,10,30,64,0.268,3.39,2,3,2,0,331,17,29,0,0,10 +watsoto01,2013,1,PIT,NL,3,1,67,0,0,0,2,215,51,19,5,12,54,0.198,2.39,1,2,6,0,280,14,19,3,1,4 +weaveje02,2013,1,LAA,AL,11,8,24,24,0,0,0,463,139,56,17,37,117,0.237,3.27,0,2,7,0,634,0,58,1,3,12 +webbda01,2013,1,CHA,AL,0,0,9,0,0,0,0,34,9,4,0,4,10,0.220,3.18,0,1,0,0,46,4,4,0,1,1 +webbry01,2013,1,MIA,NL,2,6,66,0,0,0,0,241,70,26,5,27,54,0.244,2.91,5,4,2,0,332,19,30,11,5,9 +weberth01,2013,1,SDN,NL,0,0,3,0,0,0,0,27,5,2,1,5,6,0.172,2.00,0,0,0,0,35,1,2,0,1,1 +weberth01,2013,2,TOR,AL,0,1,5,0,0,0,0,18,7,2,1,3,4,0.318,3.00,0,0,0,0,26,4,3,0,1,2 +webstal01,2013,1,BOS,AL,1,2,8,7,0,0,0,91,37,29,7,18,23,0.308,8.60,0,1,2,0,145,1,30,0,5,1 +welkedu01,2013,1,PIT,NL,0,0,2,0,0,0,0,4,0,0,0,0,1,0.000,0.00,0,0,0,0,4,1,0,0,0,0 +wellsca01,2013,2,CHA,AL,0,0,1,0,0,0,0,3,0,0,0,1,1,0.000,0.00,0,0,0,0,4,1,0,0,0,0 +wellsca01,2013,3,PHI,NL,0,1,1,0,0,0,0,2,3,5,0,3,0,0.600,67.50,1,0,0,0,8,0,5,0,0,0 +westbja01,2013,1,SLN,NL,7,8,21,19,1,1,0,350,132,60,7,50,44,0.293,4.63,3,1,10,0,523,0,69,8,4,20 +wheelza01,2013,1,NYN,NL,7,5,17,17,0,0,0,300,90,38,10,46,84,0.243,3.42,2,6,4,0,431,0,42,3,7,8 +wilheto01,2013,1,SEA,AL,0,3,59,0,0,0,24,177,45,27,2,33,45,0.213,4.12,5,6,1,0,251,40,28,3,3,4 +willije02,2013,1,LAA,AL,9,10,37,25,0,0,0,508,181,86,23,55,107,0.272,4.57,2,5,4,0,728,8,93,1,3,13 +wilsoal01,2013,1,BOS,AL,1,1,26,0,0,0,0,83,34,15,0,14,22,0.306,4.88,1,1,1,0,127,9,16,0,1,6 +wilsobr01,2013,1,LAN,NL,2,1,18,0,0,0,0,41,8,1,0,4,13,0.178,0.66,0,0,0,0,49,8,1,0,0,3 +wilsocj01,2013,1,LAA,AL,17,7,33,33,0,0,0,637,200,80,15,85,188,0.246,3.39,3,14,8,2,913,0,93,4,2,16 +wilsoju10,2013,1,PIT,NL,6,1,58,0,0,0,0,221,50,17,4,28,59,0.192,2.08,1,5,3,0,295,8,17,3,1,8 +withrch01,2013,1,LAN,NL,3,0,26,0,0,0,1,104,20,10,5,13,43,0.165,2.60,0,2,0,0,134,4,10,0,0,3 +wolfro01,2013,1,TEX,AL,1,3,22,3,0,0,0,143,58,22,5,15,21,0.307,4.15,1,2,1,0,207,10,24,0,2,10 +woodal02,2013,1,ATL,NL,3,3,31,11,0,0,0,233,76,27,3,27,77,0.263,3.13,1,4,1,2,327,9,29,6,4,8 +woodbl01,2013,1,CLE,AL,0,0,2,0,0,0,0,4,1,0,0,3,1,0.200,0.00,0,0,0,0,8,1,0,0,0,0 +woodtr01,2013,1,CHN,NL,9,12,32,32,0,0,0,600,163,69,18,66,144,0.222,3.11,2,6,8,0,821,0,73,7,4,15 +wootero01,2013,1,MIL,NL,3,1,27,0,0,0,0,83,27,12,1,8,18,0.257,3.90,2,0,1,0,115,6,12,1,0,4 +workmbr01,2013,1,BOS,AL,6,3,20,3,0,0,0,125,44,23,5,15,47,0.272,4.97,1,1,0,0,180,5,23,2,1,1 +worleva01,2013,1,MIN,AL,1,5,10,10,0,0,0,146,82,39,9,15,25,0.381,7.21,1,1,3,0,234,0,43,0,1,9 +wrighja01,2013,1,TBA,AL,2,2,66,1,0,0,0,210,61,24,4,23,65,0.240,3.09,3,5,5,0,288,15,25,3,3,5 +wrighst01,2013,1,BOS,AL,2,0,4,1,0,0,0,40,12,8,0,9,10,0.245,5.40,0,2,1,0,59,2,8,0,0,3 +wrighwe01,2013,1,HOU,AL,0,4,54,0,0,0,0,124,45,18,5,16,40,0.278,3.92,2,2,3,0,184,13,20,1,2,3 +wrighwe01,2013,2,TBA,AL,0,0,16,0,0,0,0,37,9,4,2,3,15,0.200,2.92,0,0,0,0,48,4,4,0,0,1 +zagurmi01,2013,1,PIT,NL,0,0,6,0,0,0,0,18,10,10,1,8,5,0.385,15.00,0,3,1,0,37,2,10,1,1,0 +zagurmi01,2013,2,NYA,AL,0,0,1,0,0,0,0,1,1,2,0,0,0,0.500,54.00,0,0,1,0,3,0,2,0,0,0 +zeidjo01,2013,1,HOU,AL,0,1,25,0,0,0,1,83,26,12,3,12,24,0.250,3.90,1,2,1,0,118,6,12,1,0,3 +zieglbr01,2013,1,ARI,NL,8,1,78,0,0,0,13,219,61,18,3,22,44,0.228,2.22,6,0,3,0,297,33,20,2,2,8 +zimmejo02,2013,1,WAS,NL,19,9,32,32,4,2,0,640,192,77,19,40,161,0.239,3.25,0,3,7,0,865,0,81,9,4,18 +zitoba01,2013,1,SFN,NL,5,11,30,25,0,0,0,400,173,85,19,54,86,0.318,5.74,2,5,4,1,608,4,94,5,1,15 +abadfe01,2014,1,OAK,AL,2,4,69,0,0,0,0,172,34,10,4,15,51,0.175,1.57,3,0,4,0,216,17,11,1,2,6 +aceveal01,2014,1,NYA,AL,1,2,10,0,0,0,0,58,23,14,6,4,16,0.288,6.52,0,0,1,1,85,5,14,0,0,1 +achteaj01,2014,1,MIN,AL,1,0,7,0,0,0,0,33,14,4,2,3,5,0.304,3.27,0,0,0,0,49,1,7,0,0,0 +adamsau01,2014,1,CLE,AL,0,0,6,0,0,0,0,21,9,7,1,1,4,0.310,9.00,0,0,0,0,30,1,7,0,0,1 +adamsmi03,2014,1,PHI,NL,2,1,22,0,0,0,0,56,16,6,1,8,21,0.232,2.89,1,0,0,0,79,0,8,2,0,2 +adcocna01,2014,1,TEX,AL,0,0,7,0,0,0,0,30,11,5,2,5,9,0.289,4.50,0,1,2,0,45,2,5,0,0,3 +affelje01,2014,1,SFN,NL,4,2,62,0,0,0,0,166,47,14,1,14,41,0.229,2.28,1,4,4,1,225,9,14,1,1,6 +alberma01,2014,1,HOU,AL,0,0,8,0,0,0,0,30,10,1,0,3,8,0.263,0.90,0,0,1,0,42,1,1,0,0,1 +albural01,2014,1,DET,AL,3,1,72,0,0,0,1,172,46,16,7,21,63,0.219,2.51,1,2,3,2,236,15,16,0,2,3 +allenco01,2014,1,CLE,AL,6,4,76,0,0,0,24,209,48,16,7,26,91,0.194,2.07,5,4,1,0,279,44,21,2,2,6 +alvarda01,2014,1,NYN,NL,0,0,4,0,0,0,0,4,4,2,1,0,1,0.500,13.50,0,0,0,0,8,0,2,0,0,0 +alvarhe01,2014,1,MIA,NL,12,7,30,30,3,3,0,561,198,55,14,33,111,0.275,2.65,3,4,8,0,772,0,65,7,4,24 +alvarjo02,2014,1,LAA,AL,0,0,2,0,0,0,0,2,1,0,0,0,1,0.333,0.00,0,0,0,0,3,1,0,0,0,0 +alvarrj01,2014,1,SDN,NL,0,0,10,0,0,0,0,24,3,1,0,5,9,0.115,1.13,1,1,1,0,33,4,1,0,1,0 +ambrihe01,2014,1,SDN,NL,0,0,1,0,0,0,0,6,2,1,0,2,1,0.286,4.50,0,0,0,0,9,0,2,0,0,1 +anderbr04,2014,1,COL,NL,1,3,8,8,0,0,0,130,44,14,1,13,29,0.267,2.91,3,0,0,0,180,0,18,1,1,6 +anderch01,2014,1,ARI,NL,9,7,21,21,0,0,0,343,117,51,16,40,105,0.268,4.01,2,4,2,0,486,0,56,4,4,9 +annade01,2014,1,NYA,AL,0,0,1,0,0,0,0,3,3,2,0,0,0,0.500,18.00,0,0,0,0,6,1,2,0,0,0 +archech01,2014,1,TBA,AL,10,9,32,32,0,0,0,584,177,72,12,72,173,0.243,3.33,1,8,8,0,822,0,85,4,9,14 +arencjp01,2014,1,TEX,AL,0,0,1,0,0,0,0,3,1,0,0,0,0,0.250,0.00,0,0,0,0,4,1,0,0,0,0 +arrieja01,2014,1,CHN,NL,10,5,25,25,1,1,0,470,114,44,5,41,167,0.203,2.53,2,8,3,0,614,0,46,5,3,9 +arroybr01,2014,1,ARI,NL,7,4,14,14,1,0,0,258,92,39,10,19,47,0.279,4.08,1,2,3,0,357,0,40,3,2,14 +atchisc01,2014,1,CLE,AL,6,0,70,0,0,0,2,216,60,22,4,14,49,0.227,2.75,4,1,0,0,280,11,24,1,1,12 +aumonph01,2014,1,PHI,NL,0,1,5,0,0,0,0,17,14,12,3,5,6,0.483,19.06,0,0,0,0,35,4,12,0,1,1 +avilalu01,2014,1,ATL,NL,4,1,62,0,0,0,0,130,47,22,2,21,25,0.287,4.57,7,5,3,0,193,14,22,3,2,5 +axelrdy01,2014,1,CIN,NL,2,1,5,4,0,0,0,55,14,6,5,4,20,0.206,2.95,1,0,0,0,72,1,6,0,0,1 +axforjo01,2014,1,CLE,AL,2,3,49,0,0,0,10,131,34,19,6,30,51,0.214,3.92,3,4,1,0,196,24,21,3,3,2 +axforjo01,2014,2,PIT,NL,0,1,13,0,0,0,0,33,9,5,0,6,12,0.231,4.09,0,1,1,0,47,4,5,0,1,1 +badenbu01,2014,1,BOS,AL,0,3,70,0,0,0,1,212,70,18,1,19,40,0.268,2.29,5,2,2,0,289,11,20,4,3,14 +baezpe01,2014,1,LAN,NL,0,0,20,0,0,0,0,72,16,7,3,5,18,0.188,2.63,1,0,0,0,92,8,7,1,1,1 +baileho02,2014,1,CIN,NL,9,5,23,23,1,1,0,437,134,60,16,45,124,0.247,3.71,1,5,7,1,604,0,60,5,4,12 +bakerjo01,2014,1,CHN,NL,1,0,1,0,0,0,0,3,0,0,0,1,0,0.000,0.00,0,0,0,0,3,1,0,0,0,1 +bakersc02,2014,1,TEX,AL,3,4,25,8,0,0,0,242,82,49,15,14,55,0.262,5.47,3,0,2,0,332,13,49,0,3,5 +balfogr01,2014,1,TBA,AL,2,6,65,0,0,0,12,187,49,34,3,41,57,0.217,4.91,3,4,1,0,270,34,34,1,1,6 +barnema01,2014,1,BOS,AL,0,0,5,0,0,0,0,27,11,4,1,2,8,0.306,4.00,0,0,0,0,39,3,4,0,1,1 +barreaa01,2014,1,WAS,NL,3,0,50,0,0,0,0,122,33,12,1,20,49,0.220,2.66,2,6,1,1,174,12,17,1,2,4 +bassan01,2014,1,HOU,AL,1,1,21,0,0,0,2,81,32,19,6,7,7,0.294,6.33,1,2,2,0,119,8,20,0,1,4 +bassich01,2014,1,CHA,AL,1,1,6,5,0,0,0,89,34,13,0,13,21,0.286,3.94,1,0,3,0,137,1,13,1,1,2 +bastaan01,2014,1,PHI,NL,5,7,67,0,0,0,0,192,43,28,4,34,81,0.188,3.94,4,5,2,0,271,17,31,3,3,3 +bauertr01,2014,1,CLE,AL,5,8,26,26,0,0,0,459,151,71,16,60,143,0.259,4.18,4,6,11,0,663,0,76,1,8,7 +beatope01,2014,1,ATL,NL,0,0,3,0,0,0,0,13,3,0,0,3,3,0.188,0.00,0,0,0,0,19,1,0,0,0,0 +beavabl01,2014,1,SEA,AL,0,1,1,1,0,0,0,12,6,2,2,0,1,0.375,4.50,0,0,0,0,16,0,2,0,0,1 +beckejo02,2014,1,LAN,NL,6,6,20,20,1,1,0,347,96,37,17,39,107,0.226,2.88,2,1,5,0,475,0,41,3,3,4 +bedarer01,2014,1,TBA,AL,4,6,17,15,0,0,0,227,84,40,10,29,64,0.275,4.76,0,3,2,0,342,1,46,1,4,5 +bedroca01,2014,1,LAA,AL,0,1,17,0,0,0,0,58,23,14,2,12,20,0.288,6.52,1,1,0,1,93,4,17,0,1,0 +beeleda01,2014,1,CHN,NL,0,2,2,2,0,0,0,33,10,4,0,7,6,0.263,3.27,1,1,0,0,46,0,5,1,0,1 +beimejo01,2014,1,SEA,AL,3,1,56,0,0,0,0,135,39,11,4,14,25,0.236,2.20,4,3,1,0,184,8,12,3,1,4 +belisma01,2014,1,COL,NL,4,7,66,1,0,0,0,194,74,35,5,19,43,0.292,4.87,2,3,1,0,282,13,35,4,5,5 +belisro01,2014,1,CHA,AL,4,8,62,0,0,0,8,199,78,41,4,18,47,0.295,5.56,7,2,5,0,292,19,46,3,2,10 +belivje01,2014,1,TBA,AL,0,0,30,0,0,0,1,72,19,7,1,7,28,0.213,2.63,1,1,2,1,100,6,7,1,1,0 +bellhe01,2014,1,TBA,AL,1,1,13,0,0,0,0,52,24,14,1,8,12,0.324,7.27,1,1,4,0,88,5,16,1,1,1 +belltr01,2014,1,CIN,NL,0,0,2,0,0,0,0,2,5,5,0,2,0,0.714,67.50,0,0,0,0,9,0,5,0,0,0 +benoijo01,2014,1,SDN,NL,4,2,53,0,0,0,11,163,28,9,3,14,64,0.151,1.49,2,3,1,1,205,17,10,2,2,2 +bergmch01,2014,1,COL,NL,3,5,10,10,0,0,0,164,75,36,9,10,31,0.318,5.93,2,0,1,0,249,0,37,1,1,2 +betande01,2014,1,NYA,AL,5,0,70,0,0,0,1,270,46,14,4,24,135,0.149,1.40,1,2,4,1,341,8,15,2,3,1 +bettich01,2014,1,COL,NL,0,2,21,0,0,0,0,74,42,25,4,10,13,0.378,9.12,2,5,1,0,127,9,26,5,0,2 +billibr02,2014,1,NYA,AL,0,0,1,0,0,0,0,12,4,4,2,1,7,0.250,9.00,0,0,0,0,17,0,4,0,0,0 +blackvi01,2014,1,NYN,NL,2,3,41,0,0,0,0,104,26,10,2,19,32,0.206,2.60,0,1,1,0,148,9,12,2,0,4 +blevije01,2014,1,WAS,NL,2,3,64,0,0,0,0,172,48,31,3,23,66,0.229,4.87,6,2,1,0,240,25,31,3,3,1 +bochybr02,2014,1,SFN,NL,0,0,3,0,0,0,0,10,1,2,1,2,3,0.091,5.40,0,0,1,0,14,2,2,0,0,0 +bolsimi01,2014,1,ARI,NL,1,6,10,9,0,0,0,157,66,32,7,17,48,0.308,5.50,1,0,0,1,238,0,36,3,4,1 +bonilli01,2014,1,TEX,AL,3,0,5,3,0,0,0,62,13,7,2,12,17,0.186,3.05,1,1,1,0,83,0,8,0,0,4 +boxbebr01,2014,1,TBA,AL,5,2,63,0,0,0,2,194,34,17,9,20,104,0.155,2.37,0,3,4,2,247,10,17,2,2,4 +boyerbl01,2014,1,SDN,NL,0,1,32,0,0,0,0,121,34,16,2,8,29,0.228,3.57,0,1,0,0,160,11,16,2,1,1 +brachbr01,2014,1,BAL,AL,7,1,46,0,0,0,0,187,48,22,6,25,54,0.216,3.18,1,2,1,0,254,8,24,2,4,5 +breslcr01,2014,1,BOS,AL,2,4,60,0,0,0,1,163,73,36,8,28,37,0.319,5.96,1,3,2,1,260,16,40,1,0,7 +brittdr01,2014,1,BOS,AL,0,0,7,0,0,0,0,20,5,0,0,2,4,0.200,0.00,0,0,0,0,27,0,0,0,0,0 +brittza01,2014,1,BAL,AL,3,2,71,0,0,0,37,229,46,14,4,23,62,0.178,1.65,0,0,1,0,285,49,17,3,0,13 +brookaa01,2014,1,KCA,AL,0,1,2,1,0,0,0,8,12,13,1,3,2,0.667,43.88,0,0,2,0,24,1,13,0,1,1 +brothre01,2014,1,COL,NL,4,6,74,0,0,0,0,169,65,35,7,39,55,0.288,5.59,0,5,2,1,273,15,38,1,4,3 +brownbr02,2014,1,COL,NL,0,1,28,0,0,0,0,78,20,8,3,5,21,0.208,2.77,1,1,1,0,104,9,9,0,2,1 +broxtjo01,2014,1,CIN,NL,4,2,51,0,0,0,7,145,32,10,3,17,37,0.190,1.86,0,0,1,0,189,16,10,2,1,6 +broxtjo01,2014,2,MIL,NL,0,1,11,0,0,0,0,31,9,5,1,2,12,0.225,4.35,0,0,0,0,42,2,5,0,0,0 +buchada01,2014,1,PHI,NL,6,8,20,20,0,0,0,353,120,49,12,32,71,0.264,3.75,2,0,8,0,503,0,55,6,3,10 +buchaja01,2014,1,HOU,AL,1,3,17,2,0,0,0,106,41,18,4,12,20,0.297,4.58,1,2,1,0,154,9,19,3,0,4 +buchhcl01,2014,1,BOS,AL,8,11,28,28,2,2,0,511,182,101,17,54,132,0.273,5.34,2,8,10,0,737,0,108,3,4,16 +buchtry01,2014,1,ATL,NL,1,0,1,0,0,0,0,3,0,0,0,1,1,0.000,0.00,0,0,0,0,3,0,0,0,0,1 +bucknbi02,2014,1,SDN,NL,0,1,1,1,0,0,0,17,6,3,1,4,4,0.273,4.76,1,0,0,0,27,0,3,1,0,0 +buehrma01,2014,1,TOR,AL,13,10,32,32,0,0,0,606,228,76,15,46,119,0.287,3.39,0,2,4,1,857,0,83,6,6,24 +buenofr01,2014,1,KCA,AL,0,0,30,0,0,0,0,97,36,15,3,7,20,0.277,4.18,2,1,1,1,142,8,16,0,4,3 +bumgama01,2014,1,SFN,NL,18,10,33,33,4,2,0,652,194,72,21,43,219,0.240,2.98,3,4,6,1,873,0,81,9,5,18 +burneaj01,2014,1,PHI,NL,8,18,34,34,1,0,0,641,205,109,20,96,190,0.256,4.59,2,9,16,0,935,0,122,11,11,17 +burnese01,2014,1,LAA,AL,0,0,3,0,0,0,0,2,1,1,0,0,0,0.333,13.50,0,0,0,0,3,0,1,0,0,0 +burtoja01,2014,1,MIN,AL,3,5,68,0,0,0,3,192,58,31,6,25,46,0.241,4.36,3,1,3,0,272,21,34,0,3,6 +buterdr01,2014,1,LAN,NL,0,0,2,0,0,0,0,5,2,2,1,0,2,0.286,10.80,0,0,0,0,7,2,2,0,0,0 +butleed01,2014,1,COL,NL,1,1,3,3,0,0,0,48,23,12,2,7,3,0.343,6.75,1,0,0,0,76,0,12,2,0,2 +butleke01,2014,1,SLN,NL,0,0,2,0,0,0,0,6,6,6,0,1,2,0.500,27.00,0,0,1,0,14,1,6,0,0,0 +cabrace01,2014,1,NYA,AL,0,0,4,0,0,0,0,3,4,3,0,2,2,0.571,27.00,0,1,3,1,12,0,3,0,0,0 +cahiltr01,2014,1,ARI,NL,3,12,32,17,0,0,1,332,123,69,9,55,105,0.285,5.61,2,5,4,0,499,8,76,6,3,11 +cainma01,2014,1,SFN,NL,2,7,15,15,0,0,0,271,81,42,13,32,70,0.242,4.18,2,2,2,0,374,0,47,3,2,9 +caminar01,2014,1,MIA,NL,0,1,6,0,0,0,0,20,8,8,2,4,8,0.296,10.80,0,0,0,0,31,1,8,0,0,0 +campole01,2014,1,SDN,NL,0,0,6,0,0,0,0,21,9,4,0,4,9,0.310,5.14,0,2,0,0,33,1,5,0,0,1 +campsh01,2014,1,PHI,NL,0,0,3,0,0,0,0,10,7,2,1,0,1,0.467,5.40,0,0,0,0,15,3,2,0,0,2 +cappsca01,2014,1,MIA,NL,0,0,17,0,0,0,0,61,19,9,1,5,25,0.244,3.98,0,2,2,0,86,5,9,0,1,2 +capuach01,2014,1,BOS,AL,1,1,28,0,0,0,0,95,34,16,3,15,29,0.270,4.55,2,4,1,1,143,4,17,0,1,2 +capuach01,2014,2,NYA,AL,2,3,12,12,0,0,0,197,67,31,7,19,55,0.261,4.25,1,4,3,0,286,0,34,3,4,2 +carlybu01,2014,1,NYN,NL,1,1,27,0,0,0,0,93,23,5,2,5,28,0.204,1.45,0,0,0,0,119,4,6,1,0,2 +carmofa01,2014,1,PHI,NL,6,8,23,20,0,0,0,363,108,52,11,55,75,0.237,3.87,7,4,7,0,527,1,57,7,3,4 +carmofa01,2014,2,LAN,NL,2,3,9,9,0,0,0,131,48,23,8,18,30,0.282,4.74,0,1,2,0,195,0,27,3,2,4 +carpeda01,2014,1,ATL,NL,6,4,65,0,0,0,3,183,61,24,5,16,67,0.256,3.54,0,1,3,0,259,14,27,1,1,5 +carpeda02,2014,1,LAA,AL,0,0,1,0,0,0,0,9,1,0,0,0,0,0.100,0.00,0,0,2,0,12,0,0,0,0,0 +carpmi01,2014,1,BOS,AL,0,0,1,0,0,0,0,3,0,1,0,5,0,0.000,9.00,0,0,0,0,7,1,1,0,0,1 +carraca01,2014,1,CLE,AL,8,7,40,14,1,1,1,402,103,38,7,29,140,0.209,2.55,1,4,3,0,529,12,40,2,3,7 +carrosc02,2014,1,CHA,AL,5,10,26,19,0,0,0,388,147,69,13,45,64,0.289,4.80,1,5,12,1,573,5,81,3,4,21 +cashnan01,2014,1,SDN,NL,5,7,19,19,2,2,0,370,110,35,7,29,93,0.235,2.55,3,2,1,0,506,0,42,3,4,4 +cecilbr01,2014,1,TOR,AL,2,3,66,0,0,0,5,160,46,16,2,27,76,0.227,2.70,4,1,1,0,234,17,16,0,3,3 +cedenxa01,2014,1,WAS,NL,0,0,9,0,0,0,0,21,10,3,1,0,5,0.333,3.86,0,0,0,0,30,4,4,0,0,0 +chacijh01,2014,1,COL,NL,1,7,11,11,0,0,0,190,63,38,8,28,42,0.265,5.40,1,4,1,0,272,0,38,2,3,6 +chafian01,2014,1,ARI,NL,0,1,3,3,0,0,0,42,13,6,0,8,10,0.265,3.86,1,2,1,0,60,0,6,2,0,3 +chambjo03,2014,1,DET,AL,2,5,69,0,0,0,2,189,57,25,3,24,59,0.245,3.57,3,3,3,0,263,10,26,1,2,8 +chapmar01,2014,1,CIN,NL,0,3,54,0,0,0,36,162,21,12,1,24,106,0.121,2.00,0,4,2,0,202,44,12,1,1,2 +chapmke02,2014,1,HOU,AL,2,0,21,0,0,0,0,64,22,11,3,11,19,0.268,4.64,0,0,0,0,97,1,11,3,1,1 +chatwty01,2014,1,COL,NL,1,0,4,4,0,0,0,72,21,12,4,8,20,0.236,4.50,0,2,2,0,101,0,13,0,2,2 +chaveje01,2014,1,OAK,AL,8,8,32,21,0,0,0,438,142,56,17,49,136,0.253,3.45,3,7,5,0,621,5,64,1,4,15 +chenbr01,2014,1,KCA,AL,2,4,13,7,0,0,0,145,69,40,7,16,36,0.343,7.45,1,0,1,0,223,6,40,2,3,4 +chenwe02,2014,1,BAL,AL,16,6,31,31,0,0,0,557,193,73,23,35,136,0.266,3.54,2,2,3,0,772,0,77,5,4,14 +choatra01,2014,1,SLN,NL,2,2,61,0,0,0,0,108,27,18,2,13,32,0.213,4.50,2,0,5,0,148,6,18,1,2,6 +chrisni01,2014,1,CIN,NL,0,1,10,0,0,0,0,39,12,8,2,6,8,0.240,5.54,3,0,0,0,57,4,8,0,1,0 +cingrto01,2014,1,CIN,NL,2,8,13,11,0,0,0,190,62,32,12,35,61,0.258,4.55,2,1,1,2,280,2,33,2,2,7 +cishest01,2014,1,MIA,NL,4,5,67,0,0,0,39,196,58,23,3,21,84,0.237,3.17,2,1,1,0,275,55,26,5,3,1 +cisnejo01,2014,1,HOU,AL,0,0,5,0,0,0,0,14,8,5,0,4,5,0.400,9.64,0,0,0,0,25,1,5,0,1,0 +claibpr01,2014,1,NYA,AL,3,0,18,0,0,0,0,63,24,7,1,10,16,0.286,3.00,3,0,0,0,96,9,9,0,2,1 +claudal01,2014,1,TEX,AL,0,0,15,0,0,0,0,37,14,4,0,4,14,0.280,2.92,0,0,0,1,54,5,4,0,0,3 +clemepa02,2014,1,HOU,AL,0,1,13,0,0,0,0,74,28,16,5,13,16,0.275,5.84,1,0,1,0,118,4,20,1,0,0 +cletoma01,2014,1,CHA,AL,0,1,28,0,0,0,0,88,24,15,3,23,32,0.214,4.60,2,4,3,0,138,9,18,0,0,3 +clippty01,2014,1,WAS,NL,7,4,75,0,0,0,1,211,47,17,5,23,82,0.188,2.18,1,0,1,0,278,6,22,2,2,1 +cobbal01,2014,1,TBA,AL,10,9,27,27,0,0,0,499,142,53,11,47,149,0.231,2.87,1,8,10,0,681,0,56,4,4,14 +cokeph01,2014,1,DET,AL,5,2,62,0,0,0,1,174,69,25,5,20,41,0.299,3.88,2,1,2,0,257,24,28,1,2,8 +colege01,2014,1,PIT,NL,11,5,22,22,0,0,0,414,127,56,11,40,138,0.248,3.65,1,9,9,1,571,0,58,10,0,9 +colemca01,2014,1,KCA,AL,1,0,10,0,0,0,0,36,16,7,0,6,5,0.327,5.25,0,0,0,0,55,4,8,0,0,2 +colemlo01,2014,1,KCA,AL,1,0,31,0,0,0,1,102,39,21,6,18,24,0.291,5.56,1,3,1,0,154,10,21,0,1,3 +colliti01,2014,1,KCA,AL,0,3,22,0,0,0,0,63,18,9,2,11,15,0.247,3.86,0,1,2,0,90,9,9,3,1,1 +collmjo01,2014,1,ARI,NL,11,9,33,28,1,1,1,538,163,69,18,39,115,0.246,3.46,2,2,4,0,719,2,75,8,5,15 +colomal01,2014,1,TBA,AL,2,0,5,3,0,0,0,71,19,7,1,10,13,0.221,2.66,0,3,0,0,97,1,7,0,1,4 +colonba01,2014,1,NYN,NL,15,13,31,31,0,0,0,607,218,92,22,30,151,0.273,4.09,3,2,5,0,846,0,97,8,4,14 +contrca01,2014,1,CIN,NL,0,1,17,0,0,0,0,58,19,14,2,17,19,0.250,6.52,0,3,0,1,94,8,16,0,1,1 +cookry01,2014,1,OAK,AL,1,3,54,0,0,0,1,150,32,19,3,22,50,0.184,3.42,1,3,2,0,202,15,19,2,2,4 +corcida01,2014,1,CIN,NL,0,2,5,3,0,0,0,56,13,9,2,10,15,0.188,4.34,0,6,1,0,80,1,9,0,0,0 +cordier01,2014,1,SFN,NL,0,0,7,0,0,0,0,18,5,1,0,2,9,0.217,1.50,0,1,3,0,28,2,4,0,0,0 +correke01,2014,1,MIN,AL,5,13,23,23,0,0,0,388,157,71,13,32,61,0.297,4.94,1,3,5,1,572,0,76,1,5,9 +correke01,2014,2,LAN,NL,2,4,9,3,0,0,0,74,34,22,7,8,18,0.324,8.03,1,4,0,0,115,3,28,1,1,1 +cosarja01,2014,1,HOU,AL,9,7,20,20,0,0,0,349,119,57,7,51,75,0.267,4.41,1,7,3,0,507,0,61,2,6,15 +cosarja01,2014,2,MIA,NL,4,4,10,10,0,0,0,192,54,17,2,22,40,0.231,2.39,0,0,0,0,259,0,19,1,2,9 +cottsne01,2014,1,TEX,AL,2,9,73,0,0,0,2,200,66,32,6,23,63,0.257,4.32,3,4,3,2,286,18,33,2,1,5 +couloda01,2014,1,LAN,NL,0,0,5,0,0,0,0,13,5,2,1,2,4,0.250,4.15,0,2,0,0,22,0,3,0,0,0 +crockky01,2014,1,CLE,AL,4,1,43,0,0,0,0,90,26,6,2,8,28,0.239,1.80,2,0,3,1,122,7,6,2,0,2 +crowaa01,2014,1,KCA,AL,6,1,67,0,0,0,3,177,52,27,10,24,34,0.240,4.12,1,2,0,0,244,20,32,2,1,7 +cuetojo01,2014,1,CIN,NL,20,9,34,34,4,2,0,731,169,61,22,65,242,0.194,2.25,2,1,15,1,961,0,69,7,1,13 +cumptbr01,2014,1,PIT,NL,3,4,16,10,0,0,0,210,82,38,2,18,46,0.295,4.89,2,2,6,0,309,4,41,3,4,8 +daleyma01,2014,1,NYA,AL,0,1,13,0,0,0,0,43,12,8,4,6,10,0.222,5.02,1,0,1,0,63,5,11,1,1,0 +danksjo01,2014,1,CHA,AL,11,11,32,32,0,0,0,581,205,102,25,74,129,0.269,4.74,1,7,9,0,855,0,106,4,7,12 +darnelo01,2014,1,MIN,AL,0,2,7,4,0,0,0,72,31,19,5,8,22,0.307,7.13,0,0,1,0,112,2,20,0,2,0 +darviyu01,2014,1,TEX,AL,10,7,22,22,2,1,0,433,133,49,13,49,182,0.241,3.06,1,14,2,1,605,0,54,1,2,7 +daviswa01,2014,1,KCA,AL,9,2,71,0,0,0,3,216,38,8,0,23,109,0.151,1.00,0,1,3,0,279,11,8,0,1,3 +dedunsa01,2014,1,MIN,AL,2,5,30,8,0,0,0,276,92,47,9,41,74,0.261,4.60,1,8,10,3,408,8,49,1,4,11 +dedunsa01,2014,2,HOU,AL,0,1,5,1,0,0,0,26,5,3,0,5,9,0.172,3.12,1,0,0,1,35,2,4,0,1,0 +defraju01,2014,1,PHI,NL,3,1,54,0,0,0,0,158,45,14,4,12,49,0.223,2.39,4,2,3,0,219,17,19,1,1,4 +degroja01,2014,1,NYN,NL,9,6,22,22,0,0,0,421,117,42,7,43,144,0.228,2.69,2,1,1,0,565,0,44,5,3,13 +delabst01,2014,1,TOR,AL,3,0,30,0,0,0,0,77,19,14,3,19,21,0.211,4.91,0,2,3,0,114,0,14,1,1,2 +delarda01,2014,1,LAA,AL,0,0,3,0,0,0,0,7,3,3,0,3,0,0.375,11.57,1,1,0,0,13,2,3,1,1,0 +delareu01,2014,1,ARI,NL,2,0,25,0,0,0,0,110,37,12,2,14,32,0.262,2.95,4,1,3,1,158,12,12,0,0,4 +delarjo01,2014,1,COL,NL,14,11,32,32,0,0,0,553,161,84,21,67,139,0.238,4.10,2,9,9,0,768,0,90,9,5,21 +delarru01,2014,1,BOS,AL,4,8,19,18,0,0,0,305,116,50,12,35,74,0.293,4.43,0,3,2,1,441,1,51,3,5,9 +deleojo02,2014,1,HOU,AL,0,0,8,0,0,0,0,22,9,4,2,3,4,0.310,4.91,0,1,0,0,33,3,4,0,1,0 +delgara01,2014,1,ARI,NL,4,4,47,4,0,0,0,233,71,42,6,35,86,0.239,4.87,2,5,3,0,339,6,44,2,2,2 +denniry01,2014,1,CIN,NL,0,0,8,0,0,0,0,14,7,6,2,4,3,0.350,11.57,0,2,0,0,25,2,7,0,1,1 +descada01,2014,1,SLN,NL,0,0,1,0,0,0,0,1,0,0,0,0,0,0.000,0.00,0,0,0,0,1,1,0,0,0,0 +desclan01,2014,1,MIA,NL,2,2,13,5,0,0,0,99,40,23,4,5,26,0.303,6.27,0,2,2,0,146,4,23,4,3,0 +despaod01,2014,1,SDN,NL,4,7,16,16,0,0,0,289,85,36,6,32,65,0.237,3.36,0,0,5,0,404,0,44,8,1,7 +detwiro01,2014,1,WAS,NL,2,3,47,0,0,0,1,189,68,28,5,21,39,0.282,4.00,4,3,5,0,274,15,34,4,3,8 +diazja01,2014,1,LAA,AL,0,0,5,0,0,0,0,17,4,2,0,3,8,0.200,3.18,0,0,0,0,24,2,2,0,1,0 +diazju03,2014,1,CIN,NL,0,1,36,0,0,0,0,104,29,13,3,14,37,0.230,3.38,4,1,0,0,142,12,13,0,2,3 +dickera01,2014,1,TOR,AL,14,13,34,34,1,0,0,647,191,89,26,74,173,0.233,3.71,2,5,14,0,914,0,101,2,4,16 +diekmja01,2014,1,PHI,NL,5,5,73,0,0,0,0,213,66,30,4,35,100,0.248,3.80,5,7,3,0,313,19,36,2,7,4 +dominjo01,2014,1,LAN,NL,0,0,5,0,0,0,0,19,7,8,2,3,8,0.269,11.37,0,0,1,0,30,2,8,0,0,0 +doolise01,2014,1,OAK,AL,2,4,61,0,0,0,22,188,38,19,5,8,89,0.169,2.73,1,0,0,0,236,40,19,2,1,0 +doubrfe01,2014,1,BOS,AL,2,4,17,10,0,0,0,178,69,40,10,26,43,0.282,6.07,0,4,2,0,277,2,45,2,2,4 +doubrfe01,2014,2,CHN,NL,2,1,4,4,0,0,0,61,22,9,2,7,8,0.278,3.98,0,1,0,1,87,0,9,1,0,3 +downsda02,2014,1,HOU,AL,2,1,45,0,0,0,0,104,28,21,2,19,27,0.226,5.45,2,2,3,2,148,7,22,1,1,5 +downssc01,2014,1,CHA,AL,0,2,38,0,0,0,1,71,24,16,1,15,22,0.258,6.08,2,0,0,0,108,7,17,0,0,0 +downssc01,2014,2,KCA,AL,0,2,17,0,0,0,0,43,12,5,1,5,3,0.231,3.14,0,1,0,0,57,2,7,0,0,2 +drabeky01,2014,1,TOR,AL,0,0,2,0,0,0,0,9,2,0,0,2,5,0.182,0.00,0,0,0,0,13,1,0,0,0,0 +duensbr01,2014,1,MIN,AL,3,3,62,0,0,0,0,163,52,20,6,20,33,0.254,3.31,2,2,1,0,229,10,20,1,2,5 +duffyda01,2014,1,KCA,AL,9,12,31,25,0,0,0,448,113,42,12,53,113,0.209,2.53,2,5,5,0,606,1,52,3,4,7 +dukeza01,2014,1,MIL,NL,5,1,74,0,0,0,0,176,49,16,3,17,74,0.223,2.45,1,3,0,0,238,13,19,0,0,7 +dunnad01,2014,1,CHA,AL,0,0,1,0,0,0,0,3,2,1,0,1,0,0.400,9.00,0,0,0,0,6,1,1,0,0,0 +dunnija01,2014,1,SFN,NL,0,0,1,0,0,0,0,2,0,0,0,1,0,,0.00,0,2,0,0,2,0,0,0,1,0 +dunnmi01,2014,1,MIA,NL,10,6,75,0,0,0,1,171,47,20,4,22,67,0.220,3.16,1,2,4,0,245,15,25,4,1,1 +dysonsa01,2014,1,MIA,NL,3,1,31,0,0,0,0,126,41,10,1,15,33,0.255,2.14,4,1,3,0,181,12,14,2,0,4 +edginjo01,2014,1,NYN,NL,1,0,47,0,0,0,0,82,19,4,2,6,28,0.196,1.32,0,2,0,0,104,5,6,0,1,3 +edwarjo02,2014,1,TEX,AL,0,0,9,0,0,0,0,25,13,4,0,5,9,0.351,4.32,0,2,1,0,43,3,5,0,0,1 +elbersc01,2014,1,LAN,NL,1,0,7,0,0,0,0,13,4,1,0,1,2,0.235,2.08,0,0,0,0,18,0,1,0,0,0 +eliasro01,2014,1,SEA,AL,10,12,29,29,1,1,0,491,151,70,16,64,143,0.248,3.85,3,6,11,4,693,0,77,4,4,23 +eovalna01,2014,1,MIA,NL,6,14,33,33,0,0,0,599,223,97,14,43,142,0.282,4.37,5,6,7,0,854,0,107,9,5,17 +erlinro01,2014,1,SDN,NL,4,5,13,11,0,0,0,184,71,34,6,15,46,0.293,4.99,1,4,1,0,264,1,34,2,4,7 +escobed02,2014,1,BOS,AL,0,0,2,0,0,0,0,6,1,1,0,0,2,0.143,4.50,0,0,1,0,8,2,1,0,0,0 +estrama01,2014,1,MIL,NL,7,6,39,18,0,0,0,452,137,73,29,44,127,0.241,4.36,0,2,3,1,624,3,77,4,4,4 +evelada01,2014,1,NYN,NL,1,1,30,0,0,0,1,82,24,8,2,6,27,0.229,2.63,1,0,4,0,115,10,8,0,0,1 +familje01,2014,1,NYN,NL,2,5,76,0,0,0,5,232,59,19,3,32,73,0.209,2.21,5,9,2,0,322,16,26,4,2,7 +farmebu01,2014,1,DET,AL,0,1,4,2,0,0,0,28,12,12,2,5,11,0.308,11.57,0,0,2,0,46,1,12,0,0,1 +farnsky01,2014,1,NYN,NL,0,3,19,0,0,0,3,51,18,6,2,6,10,0.281,3.18,1,0,0,0,71,10,6,0,1,2 +farnsky01,2014,2,HOU,AL,0,0,16,0,0,0,0,35,14,8,0,9,8,0.311,6.17,1,1,0,0,57,6,8,0,3,1 +farquda01,2014,1,SEA,AL,3,1,66,0,0,0,1,213,58,21,5,22,81,0.221,2.66,1,6,4,2,290,22,23,1,1,4 +feierry01,2014,1,TEX,AL,0,0,6,0,0,0,0,22,12,5,0,2,4,0.375,6.14,1,1,0,0,36,0,5,1,1,0 +feldmsc01,2014,1,HOU,AL,8,12,29,29,2,1,0,541,185,75,16,50,107,0.266,3.74,5,6,11,1,765,0,86,2,7,17 +felizne01,2014,1,TEX,AL,2,1,30,0,0,0,13,95,20,7,5,11,21,0.183,1.99,0,1,0,0,122,22,7,1,1,3 +fernajo02,2014,1,MIA,NL,4,2,8,8,0,0,0,155,36,14,4,13,70,0.188,2.44,1,2,0,1,205,0,19,0,0,2 +fieldjo03,2014,1,HOU,AL,4,6,54,0,0,0,4,164,50,27,2,17,70,0.242,4.45,3,0,2,0,231,16,29,0,5,1 +fienca01,2014,1,MIN,AL,5,6,73,0,0,0,1,190,64,28,7,10,51,0.262,3.98,0,2,0,0,260,15,29,2,4,5 +fiersmi01,2014,1,MIL,NL,6,5,14,10,0,0,0,215,46,17,7,17,76,0.181,2.13,1,1,0,0,274,1,19,2,1,2 +fifest01,2014,1,LAN,NL,0,0,1,1,0,0,0,18,7,4,3,1,5,0.280,6.00,0,0,1,0,27,0,4,0,0,0 +figaral01,2014,1,MIL,NL,0,1,6,0,0,0,0,26,11,7,2,1,8,0.297,7.27,0,1,0,0,38,4,7,0,0,0 +figuepe01,2014,1,TEX,AL,2,1,10,0,0,0,0,27,10,4,1,3,3,0.278,4.00,0,0,2,0,42,1,7,0,1,1 +finnebr01,2014,1,KCA,AL,0,1,7,0,0,0,0,21,6,1,0,1,10,0.222,1.29,0,0,0,0,28,1,1,0,0,0 +fistedo01,2014,1,WAS,NL,16,6,25,25,1,1,0,492,153,44,18,24,98,0.246,2.41,0,5,7,0,662,0,52,6,2,16 +flandyo01,2014,1,COL,NL,0,6,16,10,0,0,0,177,55,34,5,16,34,0.257,5.19,2,0,2,0,241,2,34,5,4,8 +floydga01,2014,1,ATL,NL,2,2,9,9,0,0,0,163,55,16,6,13,45,0.266,2.65,0,6,3,0,229,0,23,4,2,7 +flynnbr01,2014,1,MIA,NL,0,1,2,1,0,0,0,21,12,7,0,3,6,0.375,9.00,0,1,0,0,35,0,7,0,0,1 +foltymi01,2014,1,HOU,AL,0,1,16,0,0,0,0,56,23,11,3,7,14,0.299,5.30,0,3,0,0,84,9,11,0,0,3 +fornaer01,2014,1,SLN,NL,0,0,8,0,0,0,0,29,11,5,0,1,3,0.282,4.66,0,0,1,0,42,6,6,0,1,1 +francfr01,2014,1,CHA,AL,0,0,4,0,0,0,0,11,7,5,2,3,5,0.368,12.27,0,1,0,0,22,1,6,0,0,0 +francje01,2014,1,CIN,NL,0,1,1,1,0,0,0,15,5,3,1,0,4,0.250,5.40,0,0,0,0,20,0,3,0,0,0 +francje01,2014,2,OAK,AL,0,1,9,0,0,0,1,40,11,9,1,3,10,0.224,6.08,1,1,1,0,55,7,9,1,1,1 +francje01,2014,3,NYA,AL,1,0,2,0,0,0,0,5,2,1,1,0,1,0.286,5.40,0,0,0,0,7,2,1,0,0,0 +frasoja01,2014,1,TEX,AL,1,1,38,0,0,0,0,89,27,11,2,14,30,0.243,3.34,1,2,1,0,129,6,14,0,3,2 +frasoja01,2014,2,KCA,AL,3,0,23,0,0,0,0,53,13,3,1,4,16,0.217,1.53,1,1,1,0,67,5,3,0,2,2 +freemsa01,2014,1,SLN,NL,2,0,44,0,0,0,0,114,34,11,2,19,35,0.236,2.61,0,3,4,0,169,9,13,1,1,5 +friasca01,2014,1,LAN,NL,1,1,15,2,0,0,0,97,33,22,4,7,29,0.254,6.12,1,2,0,0,137,7,22,0,0,0 +friedch01,2014,1,COL,NL,0,4,16,3,0,0,0,73,25,16,3,10,27,0.263,5.92,1,5,2,0,110,3,21,1,2,1 +frierer01,2014,1,LAA,AL,0,3,34,0,0,0,11,93,33,22,8,9,38,0.268,6.39,1,0,1,0,133,22,22,0,0,3 +frierer01,2014,2,PIT,NL,1,1,14,0,0,0,0,32,14,12,3,5,10,0.311,10.13,1,0,1,0,51,8,12,0,0,0 +fujikky01,2014,1,CHN,NL,0,0,15,0,0,0,0,39,18,7,2,6,17,0.327,4.85,2,2,2,0,64,6,8,0,1,4 +furbuch01,2014,1,SEA,AL,1,5,67,0,0,0,1,127,40,17,4,9,51,0.247,3.61,0,2,3,0,177,13,17,2,1,3 +gallayo01,2014,1,MIL,NL,8,11,32,32,0,0,0,577,195,75,21,54,146,0.261,3.51,2,8,4,0,817,0,86,8,3,13 +garcefr01,2014,1,SDN,NL,0,0,15,0,0,0,0,27,8,2,1,1,10,0.229,2.00,0,0,1,0,37,1,2,0,0,0 +garcija01,2014,1,SFN,NL,3,3,54,0,0,0,19,175,35,11,3,15,45,0.177,1.70,2,3,3,1,218,31,13,2,0,11 +garcija02,2014,1,SLN,NL,3,1,7,7,0,0,0,131,39,20,6,7,39,0.234,4.12,0,1,3,0,177,0,20,0,0,3 +garcile02,2014,1,CHA,AL,0,1,1,0,0,0,0,3,1,2,0,2,0,0.250,18.00,0,0,0,0,6,1,2,0,0,0 +garcilu03,2014,1,PHI,NL,1,0,13,0,0,0,0,42,14,10,2,13,12,0.255,6.43,0,4,0,0,69,5,12,1,0,1 +garciyi01,2014,1,LAN,NL,0,0,8,0,0,0,0,30,6,2,2,1,9,0.171,1.80,0,0,0,0,36,5,2,0,0,1 +garzama01,2014,1,MIL,NL,8,8,27,27,1,1,0,490,143,66,12,50,126,0.233,3.64,2,3,4,1,680,0,77,9,4,10 +gausmke01,2014,1,BAL,AL,7,7,20,20,1,0,0,340,111,45,7,38,88,0.260,3.57,0,9,1,0,476,0,48,3,7,9 +geedi01,2014,1,NYN,NL,7,8,22,22,0,0,0,412,128,61,18,43,94,0.250,4.00,0,3,5,1,570,0,61,7,3,12 +geltzst01,2014,1,TBA,AL,0,1,11,0,0,0,0,25,6,3,3,5,14,0.200,3.24,0,0,2,0,37,1,3,0,0,0 +germaju01,2014,1,TEX,AL,0,0,2,0,0,0,0,16,8,7,1,3,3,0.348,11.81,1,0,1,0,28,1,7,0,1,0 +germego01,2014,1,NYN,NL,0,0,25,0,0,0,0,91,30,16,7,14,31,0.256,4.75,1,1,1,0,133,9,16,1,0,2 +gibsoky01,2014,1,MIN,AL,13,12,31,31,0,0,0,538,178,89,12,57,107,0.258,4.47,0,11,2,0,757,0,91,4,3,22 +gileske01,2014,1,PHI,NL,3,1,44,0,0,0,1,137,25,6,1,11,64,0.164,1.18,1,1,0,0,166,11,7,2,1,3 +gimench01,2014,1,TEX,AL,0,0,1,0,0,0,0,3,0,0,0,0,1,0.000,0.00,0,0,0,0,3,1,0,0,0,0 +goedder01,2014,1,NYN,NL,0,0,6,0,0,0,0,20,3,2,0,4,6,0.136,2.70,1,1,0,0,26,5,2,0,0,1 +gomesbr01,2014,1,TBA,AL,2,2,29,0,0,0,0,102,28,14,5,11,24,0.222,3.71,2,3,0,0,138,5,14,0,1,2 +gomezje01,2014,1,PIT,NL,2,2,44,0,0,0,1,186,70,22,6,23,38,0.292,3.19,7,2,2,0,270,20,24,3,2,7 +gonzagi01,2014,1,WAS,NL,10,10,27,27,0,0,0,476,134,63,10,56,162,0.230,3.57,0,2,3,0,653,0,66,7,4,9 +gonzama02,2014,1,SLN,NL,4,2,10,5,0,0,0,104,32,16,4,21,31,0.241,4.15,1,0,1,0,156,0,16,0,1,3 +gonzami03,2014,1,BAL,AL,10,9,27,26,1,1,0,477,155,57,25,51,111,0.255,3.23,1,4,8,1,671,0,61,0,3,12 +gonzami05,2014,1,PHI,NL,0,1,6,0,0,0,0,16,9,4,1,3,5,0.346,6.75,0,0,0,0,29,4,4,0,0,0 +gorzeto01,2014,1,MIL,NL,0,0,23,0,0,0,0,63,22,2,1,8,23,0.259,0.86,0,0,2,0,95,7,3,0,0,0 +graveke01,2014,1,TOR,AL,0,0,5,0,0,0,0,14,4,2,0,0,4,0.222,3.86,0,1,0,0,18,1,2,0,0,0 +grayso01,2014,1,OAK,AL,14,10,33,33,2,2,0,657,187,75,15,74,183,0.232,3.08,2,15,7,0,899,0,84,8,5,21 +greenni02,2014,1,SLN,NL,2,1,19,1,0,0,0,108,36,19,5,5,17,0.259,4.75,1,0,1,0,145,8,19,0,0,4 +greensh02,2014,1,NYA,AL,5,4,15,14,0,0,0,236,81,33,8,29,81,0.262,3.78,0,1,6,0,345,0,38,0,1,8 +gregelu01,2014,1,OAK,AL,5,5,72,0,0,0,3,217,58,17,6,15,59,0.220,2.12,3,6,1,0,284,17,20,3,1,6 +greggke01,2014,1,MIA,NL,0,0,12,0,0,0,0,27,11,10,2,5,6,0.306,10.00,0,1,0,0,41,2,10,0,0,2 +greinza01,2014,1,LAN,NL,17,8,32,32,0,0,0,607,190,61,19,43,207,0.247,2.71,3,12,2,0,821,0,69,2,4,20 +grillja01,2014,1,PIT,NL,0,2,22,0,0,0,11,61,22,11,4,11,21,0.275,4.87,1,0,1,0,93,16,11,1,0,2 +grillja01,2014,2,LAA,AL,1,3,40,0,0,0,1,101,29,13,0,10,36,0.238,3.48,1,1,3,0,142,6,15,4,3,1 +grimmju01,2014,1,CHN,NL,5,2,73,0,0,0,0,207,59,29,4,27,70,0.230,3.78,2,8,4,0,292,19,32,1,3,6 +grubeja01,2014,1,LAA,AL,0,0,1,0,0,0,0,2,1,1,1,0,0,0.333,13.50,0,0,0,0,3,1,1,0,0,0 +guerrja01,2014,1,CHA,AL,2,4,42,0,0,0,1,139,41,15,3,20,38,0.246,2.91,5,2,5,0,198,10,15,2,4,5 +guerrma02,2014,1,MIN,AL,0,1,27,0,0,0,0,84,30,12,1,10,12,0.273,3.86,3,3,1,0,124,11,12,1,2,2 +guilmpr01,2014,1,BAL,AL,0,1,10,0,0,0,0,31,8,6,2,2,12,0.200,5.23,0,1,0,0,43,4,6,0,1,0 +guthrje01,2014,1,KCA,AL,13,11,32,32,1,0,0,608,215,93,23,49,124,0.272,4.13,0,3,14,0,864,0,100,2,10,21 +gutieju01,2014,1,SFN,NL,1,2,61,0,0,0,0,191,60,28,7,16,44,0.247,3.96,2,1,2,0,268,14,30,3,4,2 +hagadni01,2014,1,CLE,AL,1,0,35,0,0,0,0,70,18,7,3,6,27,0.214,2.70,2,0,0,0,91,4,7,1,0,2 +hagenbr01,2014,1,ARI,NL,0,1,2,0,0,0,0,8,4,1,0,3,2,0.400,3.38,1,0,0,0,14,2,1,1,0,1 +hahnje01,2014,1,SDN,NL,7,4,14,12,0,0,0,220,57,25,4,32,70,0.214,3.07,1,4,4,0,306,2,26,3,1,5 +haleda02,2014,1,ATL,NL,4,5,45,6,0,0,0,262,89,32,5,39,44,0.264,3.30,8,5,3,0,383,13,38,1,3,13 +hamelco01,2014,1,PHI,NL,9,9,30,30,0,0,0,614,176,56,14,59,198,0.235,2.46,3,6,8,1,829,0,60,7,7,18 +hammeja01,2014,1,CHN,NL,8,5,17,17,0,0,0,326,88,36,10,23,104,0.222,2.98,2,4,5,0,429,0,36,2,3,5 +hammeja01,2014,2,OAK,AL,2,6,13,12,0,0,0,203,66,32,13,21,54,0.254,4.26,0,2,3,0,286,1,34,1,1,6 +handbr01,2014,1,MIA,NL,3,8,32,16,0,0,1,333,112,54,10,39,67,0.264,4.38,3,5,2,0,474,5,56,6,2,9 +happja01,2014,1,TOR,AL,11,11,30,26,0,0,0,474,160,74,22,51,133,0.261,4.22,0,1,2,0,673,2,79,1,5,12 +haranaa01,2014,1,ATL,NL,12,12,33,33,0,0,0,613,215,81,15,71,161,0.273,3.57,4,9,1,0,876,0,88,11,6,15 +hardybl01,2014,1,DET,AL,2,1,38,0,0,0,0,117,34,11,1,20,31,0.238,2.54,3,1,1,0,167,7,12,1,2,4 +harenda01,2014,1,LAN,NL,13,11,32,32,0,0,0,558,183,83,27,36,145,0.252,4.02,7,8,3,1,776,0,101,6,5,5 +harrelu01,2014,1,HOU,AL,0,3,3,3,0,0,0,37,19,13,2,9,9,0.345,9.49,1,1,0,0,66,0,14,0,2,0 +harrima01,2014,1,TEX,AL,1,1,4,4,0,0,0,52,20,8,1,12,10,0.286,4.15,0,1,1,0,84,0,8,1,0,1 +harriwi02,2014,1,ARI,NL,0,3,29,0,0,0,0,87,27,14,3,9,35,0.252,4.34,2,1,2,0,120,8,14,1,1,2 +hatchch02,2014,1,MIA,NL,0,3,52,0,0,0,0,168,55,21,4,12,60,0.252,3.38,1,1,0,2,232,15,22,1,1,1 +hawkila01,2014,1,COL,NL,4,3,57,0,0,0,23,163,52,20,3,13,32,0.246,3.31,2,3,0,0,226,48,23,0,2,6 +heanean01,2014,1,MIA,NL,0,3,7,5,0,0,0,88,32,19,6,7,20,0.281,5.83,0,2,3,0,126,2,19,2,0,3 +hellije01,2014,1,TBA,AL,1,5,13,13,0,0,0,191,71,32,8,21,54,0.276,4.52,1,8,2,0,281,0,35,0,1,4 +hembrhe01,2014,1,BOS,AL,0,0,6,0,0,0,0,30,11,5,1,5,6,0.289,4.50,2,1,0,0,43,3,5,0,0,1 +hendeji01,2014,1,MIL,NL,2,1,14,0,0,0,0,34,14,9,3,4,17,0.311,7.15,1,0,0,0,50,3,10,1,0,1 +hendrky01,2014,1,CHN,NL,7,2,13,13,0,0,0,241,72,22,4,15,47,0.242,2.46,2,0,4,0,321,0,24,4,1,11 +hendrli01,2014,1,TOR,AL,1,0,3,3,0,0,0,40,12,9,3,4,8,0.235,6.08,0,0,2,0,57,0,9,0,0,2 +hendrli01,2014,2,KCA,AL,0,2,6,3,0,0,0,58,26,10,0,3,15,0.325,4.66,0,1,1,0,86,0,12,0,2,2 +hernafe02,2014,1,SEA,AL,15,6,34,34,0,0,0,708,170,56,16,46,248,0.200,2.14,1,18,5,0,912,0,68,4,5,12 +hernape02,2014,1,COL,NL,0,1,1,1,0,0,0,17,6,3,0,2,2,0.316,4.76,0,0,1,0,24,0,3,1,1,2 +herreke01,2014,1,KCA,AL,4,3,70,0,0,0,0,210,54,11,0,26,59,0.214,1.41,0,1,3,0,285,12,12,4,0,5 +herreyo01,2014,1,LAA,AL,1,1,20,0,0,0,0,50,22,5,0,9,13,0.324,2.70,3,0,0,0,77,8,5,0,0,3 +hestoch01,2014,1,SFN,NL,0,0,3,1,0,0,0,16,6,3,0,3,4,0.300,5.06,0,1,0,0,24,2,3,0,1,1 +hillri01,2014,1,LAA,AL,0,0,2,0,0,0,0,0,1,1,0,3,0,1.000,,0,1,0,0,4,0,1,0,0,0 +hillri01,2014,2,NYA,AL,0,0,14,0,0,0,0,16,6,1,0,3,9,0.286,1.69,1,0,1,0,25,2,1,0,0,1 +hillta01,2014,1,WAS,NL,0,1,3,1,0,0,0,27,16,9,0,3,5,0.410,9.00,1,0,2,0,45,2,9,1,0,3 +holdzjo01,2014,1,PIT,NL,1,0,9,0,0,0,1,27,4,2,1,2,14,0.133,2.00,0,1,0,0,32,3,2,0,0,1 +hollade01,2014,1,TEX,AL,2,0,6,5,0,0,0,111,34,6,0,5,25,0.248,1.46,1,1,0,0,145,0,8,2,1,5 +hollagr01,2014,1,KCA,AL,1,3,65,0,0,0,46,187,37,10,3,20,90,0.170,1.44,0,9,0,0,240,60,13,1,1,2 +hollama01,2014,1,PHI,NL,2,2,50,0,0,0,0,141,45,23,3,21,35,0.253,4.40,2,4,1,0,204,2,25,3,1,5 +holmbda01,2014,1,CIN,NL,2,2,7,5,0,0,0,90,27,16,8,16,18,0.243,4.80,1,2,6,0,137,1,16,2,2,2 +hoovejj01,2014,1,CIN,NL,1,10,54,0,0,0,0,188,56,34,13,31,75,0.236,4.88,3,0,1,0,275,22,36,1,5,3 +housetj01,2014,1,CLE,AL,5,3,19,18,0,0,0,306,113,38,10,22,80,0.284,3.35,1,1,7,0,429,1,41,1,1,16 +howeljp01,2014,1,LAN,NL,3,3,68,0,0,0,0,147,31,13,2,25,48,0.183,2.39,1,3,1,0,199,8,14,4,0,5 +hudsoda01,2014,1,ARI,NL,0,1,3,0,0,0,0,8,4,4,0,0,2,0.308,13.50,0,0,0,0,13,0,4,0,0,0 +hudsoti01,2014,1,SFN,NL,9,13,31,31,1,0,0,568,199,75,15,34,120,0.270,3.57,3,2,7,0,789,0,86,5,5,18 +huffda01,2014,1,SFN,NL,1,0,16,0,0,0,0,60,27,14,2,6,11,0.318,6.30,0,0,1,0,92,3,15,0,0,3 +huffda01,2014,2,NYA,AL,3,1,30,0,0,0,0,117,34,8,3,17,28,0.231,1.85,2,1,0,0,166,13,10,2,0,2 +hugheja02,2014,1,PIT,NL,7,5,63,0,0,0,0,193,51,14,4,19,36,0.229,1.96,5,2,6,0,256,16,21,6,2,10 +hugheph01,2014,1,MIN,AL,16,10,32,32,1,0,0,629,221,82,16,16,186,0.268,3.52,1,1,5,0,855,0,88,3,7,16 +hunteto02,2014,1,BAL,AL,3,2,60,0,0,0,11,182,55,20,4,12,45,0.244,2.97,3,2,1,0,241,24,22,1,2,12 +hutchdr01,2014,1,TOR,AL,11,13,32,32,1,1,0,554,173,92,23,60,184,0.245,4.48,1,4,7,2,786,0,92,4,10,4 +irwinph01,2014,1,TEX,AL,0,1,1,1,0,0,0,12,6,3,1,2,2,0.353,6.75,0,1,1,0,20,0,3,0,0,1 +iwakuhi01,2014,1,SEA,AL,15,9,28,28,0,0,0,537,167,70,20,21,154,0.244,3.52,2,2,2,0,709,0,70,0,1,12 +jacksed01,2014,1,CHN,NL,6,15,28,27,0,0,0,422,168,99,18,63,123,0.302,6.33,3,9,3,0,633,0,105,6,4,8 +jaimeju01,2014,1,ATL,NL,0,0,16,0,0,0,0,37,14,8,1,9,18,0.280,5.84,0,3,1,0,62,4,8,2,0,1 +janseke01,2014,1,LAN,NL,2,3,68,0,0,0,44,196,55,20,5,19,101,0.224,2.76,2,2,0,0,268,57,20,1,2,1 +janssca01,2014,1,TOR,AL,3,3,50,0,0,0,25,137,47,20,6,7,28,0.261,3.94,0,0,1,0,192,42,22,3,1,2 +jeffrje01,2014,1,TOR,AL,0,0,3,0,0,0,0,10,8,4,0,3,4,0.533,10.80,0,0,2,0,21,3,4,0,1,1 +jeffrje01,2014,2,MIL,NL,1,1,29,0,0,0,0,86,27,6,1,7,25,0.260,1.88,2,1,0,0,114,9,6,3,0,6 +jenkich01,2014,1,TOR,AL,1,1,21,0,0,0,0,95,34,9,2,6,18,0.264,2.56,1,0,1,0,136,12,10,0,0,2 +jennida01,2014,1,MIA,NL,0,2,47,0,0,0,0,121,45,6,3,17,38,0.281,1.34,1,2,0,0,182,12,11,2,3,4 +jepseke01,2014,1,LAA,AL,0,2,74,0,0,0,2,195,45,19,4,23,75,0.192,2.63,2,5,2,0,260,10,19,0,1,7 +jimence01,2014,1,PHI,NL,0,0,16,0,0,0,0,48,14,3,1,7,8,0.246,1.69,0,0,0,0,65,8,3,0,1,1 +jimenub01,2014,1,BAL,AL,6,9,25,22,0,0,0,376,113,67,14,77,116,0.241,4.81,0,4,4,0,553,0,68,3,1,10 +johnser04,2014,1,CHA,AL,1,1,5,5,0,0,0,71,27,17,1,15,18,0.297,6.46,1,3,2,0,109,0,18,0,1,1 +johnsji04,2014,1,OAK,AL,4,2,38,0,0,0,2,121,60,32,5,23,28,0.353,7.14,3,4,3,0,200,18,33,2,2,6 +johnsji04,2014,2,DET,AL,1,0,16,0,0,0,0,39,9,10,0,12,14,0.191,6.92,3,0,3,0,63,3,13,1,0,1 +johnskr01,2014,1,MIN,AL,0,1,3,3,0,0,0,40,17,7,2,9,12,0.315,4.73,0,1,0,0,64,0,7,1,0,1 +jokiser01,2014,1,CHN,NL,0,0,4,1,0,0,0,43,18,3,3,4,10,0.290,1.88,0,0,0,0,66,0,6,0,0,1 +jonesna01,2014,1,CHA,AL,0,0,2,0,0,0,0,0,2,4,0,3,0,1.000,,0,0,0,0,5,0,4,0,0,0 +jordata01,2014,1,WAS,NL,0,3,5,5,0,0,0,77,34,16,3,8,17,0.309,5.61,1,0,2,0,124,0,20,2,2,3 +josepdo01,2014,1,KCA,AL,0,0,1,0,0,0,0,2,5,6,1,1,2,0.714,81.00,0,0,0,0,8,0,6,0,0,0 +jurrjja01,2014,1,COL,NL,0,1,2,2,0,0,0,28,20,11,4,3,9,0.435,10.61,0,1,1,0,50,0,11,0,0,1 +kahnlto01,2014,1,COL,NL,2,1,54,0,0,0,0,206,51,32,7,31,63,0.206,4.19,2,7,1,0,285,7,39,2,3,6 +karnsna01,2014,1,TBA,AL,1,1,2,2,0,0,0,36,7,6,3,4,13,0.163,4.50,0,0,2,0,49,0,6,0,0,1 +kazmisc01,2014,1,OAK,AL,15,9,32,32,2,0,0,571,171,75,16,50,164,0.238,3.55,1,9,4,1,777,0,81,5,1,19 +kellesh01,2014,1,NYA,AL,3,6,59,0,0,0,4,155,45,26,5,20,67,0.231,4.53,4,3,1,0,220,15,26,3,1,1 +kellyjo05,2014,1,SLN,NL,2,2,7,7,0,0,0,105,41,17,3,10,25,0.291,4.37,0,3,3,0,156,0,19,1,1,6 +kellyjo05,2014,2,BOS,AL,4,2,10,10,0,0,0,184,47,28,5,32,41,0.215,4.11,0,0,4,0,259,0,29,1,3,9 +kendrky01,2014,1,PHI,NL,10,13,32,32,0,0,0,597,214,102,25,57,121,0.276,4.61,4,5,11,0,865,0,108,17,5,13 +kenneia01,2014,1,SDN,NL,13,13,33,33,0,0,0,603,189,81,16,70,207,0.250,3.63,4,11,4,0,846,0,85,9,8,10 +kershcl01,2014,1,LAN,NL,21,3,27,27,6,2,0,595,139,39,9,31,239,0.196,1.77,0,7,2,2,749,0,42,6,1,15 +keuchda01,2014,1,HOU,AL,12,9,29,29,5,1,0,600,187,65,11,48,146,0.252,2.93,2,7,7,0,808,0,71,4,5,36 +kickhmi01,2014,1,SFN,NL,0,0,2,0,0,0,0,6,8,5,1,1,1,0.533,22.50,0,0,0,0,16,0,5,0,0,0 +kimbrcr01,2014,1,ATL,NL,0,3,63,0,0,0,47,185,30,11,2,26,95,0.142,1.61,0,6,2,0,244,54,13,3,0,3 +kintzbr01,2014,1,MIL,NL,3,3,64,0,0,0,0,175,62,21,8,16,31,0.284,3.24,3,1,0,0,239,13,22,4,1,7 +kirkmmi01,2014,1,TEX,AL,0,1,12,0,0,0,0,17,5,1,0,1,3,0.263,1.59,0,0,2,0,22,1,1,0,0,3 +kleinph01,2014,1,TEX,AL,1,2,17,0,0,0,0,57,11,6,3,10,23,0.164,2.84,5,1,2,1,79,3,6,0,0,2 +klubeco01,2014,1,CLE,AL,18,9,34,34,3,1,0,707,207,64,14,51,269,0.233,2.44,3,3,6,0,951,0,72,5,2,16 +knebeco01,2014,1,DET,AL,0,0,8,0,0,0,0,26,11,6,0,3,11,0.306,6.23,0,1,0,0,39,4,7,0,0,1 +koehlto01,2014,1,MIA,NL,10,10,32,32,0,0,0,574,177,81,16,71,153,0.248,3.81,0,4,7,0,803,0,84,6,5,21 +kohnmi01,2014,1,LAA,AL,2,1,25,0,0,0,0,71,11,8,1,20,26,0.141,3.04,1,3,2,0,101,4,9,0,1,2 +kontoge01,2014,1,SFN,NL,4,0,24,0,0,0,0,97,24,10,1,11,27,0.211,2.78,3,1,0,0,125,7,10,0,0,3 +korecbo01,2014,1,TOR,AL,0,0,2,0,0,0,0,10,4,3,0,1,2,0.308,8.10,0,0,0,0,14,1,3,0,0,1 +krolia01,2014,1,DET,AL,0,0,45,0,0,0,1,98,42,18,6,13,28,0.304,4.96,4,1,2,1,154,5,23,0,1,2 +kurodhi01,2014,1,NYA,AL,11,9,32,32,0,0,0,597,191,82,20,35,146,0.249,3.71,0,13,7,0,820,0,91,5,6,15 +lackejo01,2014,1,BOS,AL,11,7,21,21,1,0,0,412,137,55,15,32,116,0.256,3.60,0,3,0,1,572,0,60,2,3,12 +lackejo01,2014,2,SLN,NL,3,3,10,10,0,0,0,182,69,29,9,15,48,0.286,4.30,1,1,1,1,261,0,34,4,0,7 +lafrobo01,2014,1,PIT,NL,0,0,6,0,0,0,0,11,3,1,1,0,4,0.214,2.45,0,1,0,0,14,1,1,0,0,0 +laneja01,2014,1,SDN,NL,0,1,3,1,0,0,0,31,7,1,1,0,6,0.179,0.87,0,0,0,0,39,0,1,0,0,0 +lannajo01,2014,1,NYN,NL,1,0,5,0,0,0,0,12,7,7,3,2,2,0.368,15.75,0,1,0,0,21,3,7,0,0,0 +latosma01,2014,1,CIN,NL,5,5,16,16,0,0,0,307,92,37,9,26,74,0.240,3.25,2,1,2,0,420,0,42,8,1,6 +layneto01,2014,1,BOS,AL,2,1,30,0,0,0,0,57,14,2,0,8,14,0.212,0.95,1,2,1,0,76,3,4,0,1,3 +leagubr01,2014,1,LAN,NL,2,3,63,0,0,0,0,189,65,18,0,27,38,0.278,2.57,5,4,4,0,273,12,23,4,3,15 +leakemi01,2014,1,CIN,NL,11,13,33,33,0,0,0,643,217,88,23,50,164,0.263,3.70,3,4,13,0,902,0,93,7,7,20 +leblawa01,2014,1,LAA,AL,0,0,1,0,0,0,0,19,6,4,2,2,4,0.240,5.68,0,1,1,0,28,0,4,0,0,0 +leblawa01,2014,2,NYA,AL,0,0,1,0,0,0,0,3,2,2,0,1,0,0.500,18.00,1,0,1,0,7,1,2,0,1,0 +leblawa01,2014,3,LAA,AL,1,1,9,3,0,0,0,67,19,7,0,4,17,0.235,2.82,1,0,0,0,86,2,7,0,1,3 +lecursa01,2014,1,CIN,NL,1,4,62,0,0,0,0,170,62,24,6,24,48,0.283,3.81,1,5,3,0,251,16,27,2,3,6 +leech01,2014,1,CLE,AL,1,1,37,0,0,0,0,84,30,14,3,12,26,0.275,4.50,1,3,3,0,127,6,15,2,1,0 +leecl02,2014,1,PHI,NL,4,5,13,13,1,0,0,244,100,33,7,12,72,0.304,3.65,0,1,1,0,352,0,40,7,3,4 +leesmch01,2014,1,CHA,AL,0,1,1,1,0,0,0,8,9,6,1,1,0,0.600,20.25,0,0,0,0,17,0,6,0,1,0 +leonedo01,2014,1,SEA,AL,8,2,57,0,0,0,0,199,52,16,4,25,70,0.217,2.17,3,4,3,0,272,3,18,1,3,2 +lerouch01,2014,1,NYA,AL,0,1,2,0,0,0,0,6,7,5,0,2,3,0.538,22.50,1,0,0,0,15,2,5,0,0,0 +lestejo01,2014,1,BOS,AL,10,7,21,21,0,0,0,429,128,40,9,32,149,0.238,2.52,0,2,4,0,580,0,52,5,2,15 +lestejo01,2014,2,OAK,AL,6,4,11,11,1,1,0,230,66,20,7,16,71,0.232,2.35,0,1,1,0,305,0,24,1,3,6 +lewisco01,2014,1,TEX,AL,10,14,29,29,2,1,0,511,211,98,25,48,133,0.304,5.18,5,3,8,1,762,0,107,3,9,7 +linceti01,2014,1,SFN,NL,12,9,33,26,1,1,1,467,154,82,19,63,134,0.258,4.74,0,15,5,1,673,3,86,4,4,11 +lincobr01,2014,1,PHI,NL,0,0,2,0,0,0,0,7,5,3,1,0,2,0.417,11.57,0,0,1,0,13,1,3,0,0,0 +lindbjo01,2014,1,OAK,AL,0,0,1,1,0,0,0,14,5,2,1,2,2,0.263,3.86,0,0,1,0,22,0,2,0,0,0 +lindsma01,2014,1,CHA,AL,2,2,35,0,0,0,6,102,47,19,3,12,18,0.338,5.03,0,3,1,0,158,23,23,4,2,6 +liriafr01,2014,1,PIT,NL,7,10,29,29,0,0,0,487,130,61,13,81,175,0.218,3.38,3,12,4,0,691,0,68,6,5,11 +lobstky01,2014,1,DET,AL,1,2,7,6,0,0,0,118,35,19,3,14,27,0.236,4.35,2,0,0,0,164,1,20,1,1,2 +lockeje01,2014,1,PIT,NL,7,6,21,21,0,0,0,394,127,57,16,40,89,0.257,3.91,2,1,4,0,548,0,63,6,3,13 +loganbo02,2014,1,COL,NL,2,3,35,0,0,0,0,75,31,19,6,11,32,0.310,6.84,1,3,1,0,116,8,20,2,2,3 +lohseky01,2014,1,MIL,NL,13,9,31,31,2,2,0,595,183,78,22,45,141,0.246,3.54,0,1,8,0,817,0,87,9,9,11 +lopezja02,2014,1,SFN,NL,1,1,65,0,0,0,0,113,31,13,2,19,22,0.220,3.11,6,1,2,0,167,14,14,3,2,2 +lopezwi01,2014,1,COL,NL,0,0,4,0,0,0,0,19,18,8,3,0,4,0.514,11.37,0,0,0,0,36,1,8,0,1,0 +loupaa01,2014,1,TOR,AL,4,4,71,0,0,0,4,206,50,24,4,30,56,0.207,3.15,5,5,6,0,283,15,25,3,3,7 +lowema01,2014,1,CLE,AL,0,1,7,0,0,0,0,21,10,3,2,6,6,0.313,3.86,4,1,0,0,39,1,7,0,1,0 +luekejo01,2014,1,TBA,AL,1,2,25,0,0,0,0,91,38,19,7,5,19,0.299,5.64,1,0,1,0,135,13,20,0,2,1 +luetglu01,2014,1,SEA,AL,0,0,12,0,0,0,0,27,6,5,3,5,7,0.182,5.00,0,1,0,0,38,4,5,0,0,1 +lylesjo01,2014,1,COL,NL,7,4,22,22,0,0,0,380,127,61,12,46,90,0.262,4.33,1,6,8,0,546,0,64,4,3,12 +lynnla01,2014,1,SLN,NL,15,10,33,33,2,1,0,611,185,62,13,72,181,0.238,2.74,1,7,7,0,866,0,72,6,4,12 +lyonsty01,2014,1,SLN,NL,0,4,11,4,0,0,0,110,33,18,4,11,36,0.236,4.42,2,0,2,0,155,1,23,1,1,3 +machije01,2014,1,SFN,NL,7,1,71,0,0,0,2,199,45,19,5,18,51,0.201,2.58,3,5,1,1,249,13,19,5,1,12 +maholpa01,2014,1,LAN,NL,1,5,30,8,0,0,0,212,82,38,8,28,34,0.297,4.84,3,2,3,1,311,7,44,3,1,15 +maldoma01,2014,1,MIL,NL,0,0,1,0,0,0,0,3,1,0,0,0,0,0.250,0.00,0,0,0,0,4,1,0,0,0,0 +manesse01,2014,1,SLN,NL,6,4,73,0,0,0,3,241,77,26,7,11,55,0.261,2.91,3,2,2,1,317,17,29,5,4,12 +manshje01,2014,1,PHI,NL,1,2,20,0,0,0,0,69,24,17,1,14,16,0.273,6.65,5,0,0,0,105,7,17,3,0,2 +mariomi01,2014,1,KCA,AL,1,0,17,0,0,0,0,75,31,18,2,12,21,0.298,6.48,1,5,0,1,118,8,21,0,2,2 +marksju01,2014,1,KCA,AL,0,0,1,0,0,0,0,6,4,3,0,3,2,0.400,13.50,0,0,0,0,13,0,3,0,0,0 +marmoca01,2014,1,MIA,NL,0,3,15,0,0,0,0,40,16,12,3,10,14,0.291,8.10,2,2,1,0,66,6,12,0,0,1 +maronni01,2014,1,LAA,AL,0,0,11,0,0,0,0,19,12,9,0,7,7,0.429,12.79,0,1,1,0,38,3,9,0,2,0 +marshev01,2014,1,ARI,NL,4,4,57,0,0,0,0,148,50,15,3,17,54,0.266,2.74,3,3,2,0,210,11,17,2,1,6 +marshse01,2014,1,CIN,NL,0,0,15,0,0,0,0,42,23,12,1,12,14,0.354,7.71,0,1,2,0,80,4,14,1,0,1 +martica04,2014,1,SLN,NL,2,4,57,7,0,0,1,268,90,40,4,36,84,0.266,4.03,8,8,4,1,386,13,41,7,1,5 +martich02,2014,1,COL,NL,0,0,16,0,0,0,0,47,22,12,2,4,14,0.338,6.89,0,1,0,2,69,1,12,0,0,4 +martida02,2014,1,HOU,AL,0,0,3,0,0,0,0,21,5,4,1,2,6,0.192,5.14,0,0,0,0,28,2,4,0,0,0 +martiet01,2014,1,PHI,NL,0,0,2,0,0,0,0,12,1,2,1,3,4,0.071,4.50,0,0,0,0,17,1,2,0,0,0 +martini01,2014,1,TEX,AL,5,12,29,24,0,0,0,421,150,71,18,55,77,0.275,4.55,1,7,3,0,610,3,79,1,6,11 +masseni01,2014,1,COL,NL,2,0,51,0,0,0,0,135,56,29,3,24,36,0.316,5.80,0,2,5,0,211,14,31,1,4,8 +masteju01,2014,1,CLE,AL,4,6,19,19,0,0,0,294,106,60,6,56,93,0.279,5.51,2,9,11,0,452,0,66,4,1,17 +masteju01,2014,2,SLN,NL,3,3,9,6,0,0,0,92,35,24,6,13,23,0.294,7.04,0,5,4,0,140,1,24,4,0,4 +matsuda01,2014,1,NYN,NL,3,3,34,9,0,0,1,250,62,36,6,50,78,0.209,3.89,5,6,6,0,359,5,38,4,2,7 +matthry01,2014,1,WAS,NL,0,0,7,0,0,0,0,26,7,1,0,4,4,0.233,1.04,0,0,1,0,35,4,1,0,0,3 +matusbr01,2014,1,BAL,AL,2,3,63,0,0,0,0,155,51,20,7,17,53,0.250,3.48,4,3,3,0,226,11,23,0,2,0 +matzety01,2014,1,COL,NL,6,11,20,19,1,1,0,353,120,53,9,44,91,0.267,4.05,1,3,3,0,503,1,53,4,3,13 +maurebr01,2014,1,SEA,AL,1,4,38,7,0,0,0,209,74,36,6,19,55,0.267,4.65,2,3,0,0,301,4,39,2,3,6 +maytr01,2014,1,MIN,AL,3,6,10,9,0,0,0,137,59,40,7,22,44,0.314,7.88,1,3,2,0,213,0,41,0,1,3 +mazzavi01,2014,1,PIT,NL,0,0,5,0,0,0,0,31,8,4,2,5,7,0.205,3.48,0,0,1,0,46,1,4,1,0,0 +mcallza01,2014,1,CLE,AL,4,7,22,15,0,0,0,258,96,50,7,28,74,0.280,5.23,1,3,0,0,377,2,54,1,5,6 +mccarbr01,2014,1,ARI,NL,3,10,18,18,0,0,0,329,131,61,15,20,93,0.298,5.01,4,3,2,0,466,0,65,2,3,10 +mccarbr01,2014,2,NYA,AL,7,5,14,14,1,1,0,271,91,29,10,13,82,0.257,2.89,0,1,1,0,370,0,35,1,1,6 +mccoypa01,2014,1,DET,AL,0,0,14,0,0,0,0,42,21,6,0,13,11,0.344,3.86,3,0,0,0,74,4,6,0,0,2 +mccutda01,2014,1,TEX,AL,0,0,1,0,0,0,0,7,4,2,1,2,0,0.333,7.71,0,0,0,0,14,0,3,0,0,1 +mcfartj01,2014,1,BAL,AL,4,2,37,1,0,0,0,176,70,18,2,13,34,0.300,2.76,2,0,4,0,255,14,22,5,0,11 +mcgeeja01,2014,1,TBA,AL,5,2,73,0,0,0,19,214,48,15,2,16,90,0.189,1.89,1,1,2,0,274,31,15,1,1,1 +mcgowdu01,2014,1,TOR,AL,5,3,53,8,0,0,1,246,80,38,13,33,61,0.253,4.17,1,2,3,0,354,9,41,0,2,6 +mchugco01,2014,1,HOU,AL,11,9,25,25,0,0,0,464,117,47,13,41,157,0.208,2.73,1,6,6,0,619,0,53,6,4,8 +medinyo01,2014,1,SEA,AL,5,3,66,0,0,0,0,171,48,17,3,28,60,0.229,2.68,3,8,5,0,247,19,18,0,4,6 +meekev01,2014,1,BAL,AL,0,4,23,0,0,0,0,70,26,15,3,11,16,0.289,5.79,1,1,2,0,107,4,16,4,0,3 +mejiaje01,2014,1,NYN,NL,6,6,63,7,0,0,28,281,98,38,9,41,98,0.265,3.65,8,5,4,0,417,49,41,2,0,10 +melanma01,2014,1,PIT,NL,3,5,72,0,0,0,33,213,51,15,2,11,71,0.195,1.90,1,3,3,0,277,48,15,1,1,0 +mendero01,2014,1,TEX,AL,0,1,30,0,0,0,0,99,20,8,2,17,22,0.174,2.18,2,2,2,0,136,6,8,0,2,2 +merceme01,2014,1,DET,AL,0,0,1,0,0,0,0,6,0,0,0,0,2,0.000,0.00,0,0,0,0,6,0,0,0,0,0 +mikolmi01,2014,1,TEX,AL,2,5,10,10,0,0,0,172,64,41,8,18,38,0.278,6.44,2,0,4,1,255,0,43,1,2,5 +mileywa01,2014,1,ARI,NL,8,12,33,33,0,0,0,604,207,97,23,75,183,0.269,4.34,3,9,4,0,866,0,103,8,9,18 +millean01,2014,1,BOS,AL,3,5,50,0,0,0,0,127,25,11,2,13,69,0.168,2.34,2,2,4,0,170,12,13,2,2,1 +millean01,2014,2,BAL,AL,2,0,23,0,0,0,1,60,8,3,1,4,34,0.119,1.35,0,1,1,0,72,3,3,0,0,1 +milleji02,2014,1,NYA,AL,0,0,2,0,0,0,0,8,7,6,3,2,2,0.500,20.25,0,0,0,0,16,1,6,0,0,1 +milleju02,2014,1,DET,AL,1,0,8,0,0,0,0,37,14,7,2,2,5,0.292,5.11,0,0,0,0,53,4,9,1,2,0 +millesh01,2014,1,SLN,NL,10,9,32,31,1,1,0,549,160,76,22,73,127,0.236,3.74,4,4,2,0,764,0,78,7,4,14 +millsbr02,2014,1,OAK,AL,1,1,3,3,0,0,0,49,19,8,2,7,14,0.292,4.41,0,1,1,0,73,0,9,0,0,1 +millsbr02,2014,2,TOR,AL,0,0,2,0,0,0,0,13,10,13,3,4,5,0.455,27.00,0,0,1,0,28,1,13,0,1,0 +milonto01,2014,1,OAK,AL,6,3,16,16,0,0,0,289,91,38,12,26,61,0.245,3.55,2,0,4,0,405,0,42,1,2,4 +milonto01,2014,2,MIN,AL,0,1,6,5,0,0,0,65,37,17,4,11,14,0.363,7.06,0,0,1,0,114,1,21,0,0,2 +minormi01,2014,1,ATL,NL,6,12,25,25,0,0,0,436,165,77,21,44,120,0.285,4.77,2,5,6,0,637,0,77,6,2,12 +mitchbr01,2014,1,NYA,AL,0,1,3,1,0,0,0,33,10,3,0,3,7,0.256,2.45,0,0,2,0,44,1,3,0,0,1 +montera01,2014,1,NYN,NL,1,3,10,8,0,0,0,133,44,20,8,23,42,0.257,4.06,0,0,0,0,194,1,21,0,0,6 +moorema02,2014,1,TBA,AL,0,2,2,2,0,0,0,30,10,3,1,5,6,0.256,2.70,0,0,0,0,44,0,3,0,0,1 +moralfr01,2014,1,COL,NL,6,9,38,22,0,0,0,427,166,85,24,65,100,0.296,5.37,4,5,6,4,646,4,90,7,7,16 +morelmi01,2014,1,TEX,AL,0,0,1,0,0,0,0,3,0,0,0,0,0,0.000,0.00,0,0,0,0,3,1,0,0,0,0 +morinmi01,2014,1,LAA,AL,4,4,60,0,0,0,0,177,51,19,3,19,54,0.234,2.90,6,3,3,0,246,10,22,2,4,7 +morribr01,2014,1,PIT,NL,4,0,21,0,0,0,0,71,25,10,4,12,14,0.294,3.80,3,3,2,1,103,7,11,2,2,3 +morribr01,2014,2,MIA,NL,4,1,39,0,0,0,0,122,33,3,2,12,36,0.221,0.66,3,5,2,0,169,3,6,5,1,2 +morrobr01,2014,1,TOR,AL,1,3,13,6,0,0,0,100,37,21,2,18,30,0.287,5.67,0,1,0,1,148,2,21,1,0,6 +mortoch02,2014,1,PIT,NL,6,12,26,26,0,0,0,472,143,65,9,57,126,0.247,3.72,2,8,19,0,666,0,76,7,5,22 +motteja01,2014,1,SLN,NL,1,0,29,0,0,0,0,75,29,13,7,9,17,0.293,4.68,0,1,0,0,110,10,14,0,2,1 +mujiced01,2014,1,BOS,AL,2,4,64,0,0,0,8,180,69,26,6,14,43,0.294,3.90,2,1,0,0,253,31,28,2,2,5 +nathajo01,2014,1,DET,AL,5,4,62,0,0,0,35,174,60,31,5,29,54,0.265,4.81,3,4,1,1,259,54,32,1,2,4 +nelsoji02,2014,1,MIL,NL,2,9,14,12,0,0,0,208,82,38,6,19,57,0.292,4.93,0,4,8,0,311,1,42,1,2,9 +nerishe01,2014,1,PHI,NL,1,0,1,0,0,0,0,3,0,0,0,0,1,0.000,0.00,0,0,0,0,3,1,0,0,0,0 +neshepa01,2014,1,SLN,NL,7,2,71,0,0,0,6,202,44,14,4,9,68,0.183,1.87,2,1,2,0,255,17,14,2,2,2 +nicasju01,2014,1,COL,NL,6,6,33,14,0,0,0,281,107,56,19,31,63,0.289,5.38,1,3,1,1,409,7,59,5,2,4 +niesejo01,2014,1,NYN,NL,9,11,30,30,0,0,0,563,193,71,17,45,138,0.268,3.40,0,3,7,0,786,0,80,10,5,19 +noesihe01,2014,1,SEA,AL,0,1,2,0,0,0,0,3,2,3,1,0,2,0.400,27.00,0,1,0,0,6,2,3,0,1,0 +noesihe01,2014,2,TEX,AL,0,0,3,0,0,0,0,16,11,7,0,2,4,0.423,11.81,0,0,0,0,28,1,7,0,0,0 +noesihe01,2014,3,CHA,AL,8,11,28,27,1,0,0,498,167,81,27,54,117,0.264,4.39,1,8,2,1,699,0,88,4,6,21 +nolasri01,2014,1,MIN,AL,6,12,27,27,1,0,0,477,203,95,22,38,115,0.316,5.38,1,5,5,0,695,0,96,4,5,16 +nolinse01,2014,1,TOR,AL,0,0,1,0,0,0,0,3,1,1,1,0,0,0.250,9.00,0,0,0,0,4,1,1,0,0,0 +norribu01,2014,1,BAL,AL,15,8,28,28,0,0,0,496,149,67,20,52,139,0.242,3.65,2,3,14,0,687,0,68,1,4,14 +norrida01,2014,1,TOR,AL,0,0,5,1,0,0,0,20,5,4,1,5,4,0.208,5.40,0,0,0,0,30,2,4,0,1,0 +novaiv01,2014,1,NYA,AL,2,2,4,4,0,0,0,62,32,19,6,6,12,0.372,8.27,0,1,2,0,96,0,19,0,2,4 +nunezle01,2014,1,TBA,AL,3,3,32,0,0,0,1,95,27,13,3,16,26,0.225,3.69,1,5,3,0,140,13,14,0,1,0 +nunovi01,2014,1,NYA,AL,2,5,17,14,0,0,0,234,86,47,15,26,60,0.282,5.42,1,4,2,0,339,1,52,0,6,7 +nunovi01,2014,2,ARI,NL,0,7,14,14,0,0,0,251,71,35,10,20,69,0.228,3.76,0,1,4,0,340,0,37,3,1,1 +oberhbr01,2014,1,HOU,AL,5,13,24,24,0,0,0,431,170,70,12,28,94,0.295,4.39,0,2,3,3,623,0,73,5,10,10 +odayda01,2014,1,BAL,AL,5,2,68,0,0,0,4,206,42,13,6,19,73,0.174,1.70,4,0,8,0,271,18,14,1,2,4 +odorija01,2014,1,TBA,AL,11,13,31,31,0,0,0,504,156,77,20,59,174,0.242,4.13,0,3,5,0,719,0,79,3,8,1 +oflaher01,2014,1,OAK,AL,1,0,21,0,0,0,1,60,15,5,3,4,15,0.205,2.25,0,3,2,0,80,6,5,1,0,2 +ogandal01,2014,1,TEX,AL,2,3,27,0,0,0,1,75,33,19,1,15,22,0.314,6.84,1,4,1,0,122,10,19,1,0,1 +olivele01,2014,1,MIN,AL,0,1,7,0,0,0,0,19,6,5,2,3,5,0.261,7.11,0,2,0,0,27,2,5,0,1,1 +ondrulo01,2014,1,CIN,NL,3,3,40,0,0,0,0,123,50,25,5,16,42,0.296,5.49,1,3,1,0,189,10,26,2,1,0 +ortegjo01,2014,1,DET,AL,0,1,1,0,0,0,0,4,0,4,0,4,1,0.000,27.00,0,0,1,0,9,0,4,1,0,0 +osullse01,2014,1,PHI,NL,0,1,3,2,0,0,0,38,15,9,3,2,7,0.306,6.39,0,0,0,0,52,1,9,1,0,3 +oteroda01,2014,1,OAK,AL,8,2,72,0,0,0,1,260,80,22,4,15,45,0.247,2.28,7,1,2,0,349,14,24,4,3,10 +ottavad01,2014,1,COL,NL,1,4,75,0,0,0,1,195,67,26,6,16,70,0.271,3.60,1,4,4,0,272,16,26,2,3,8 +outmajo01,2014,1,CLE,AL,4,0,31,0,0,0,0,74,22,9,4,16,24,0.234,3.28,2,1,0,0,110,6,10,0,0,2 +outmajo01,2014,2,NYA,AL,0,0,9,0,0,0,0,11,2,0,0,0,2,0.182,0.00,0,0,0,0,12,0,0,1,0,1 +overbly01,2014,1,MIL,NL,0,0,1,0,0,0,0,1,0,0,0,0,0,0.000,0.00,0,0,0,0,1,1,0,0,0,0 +owensru01,2014,1,HOU,AL,0,1,1,1,0,0,0,17,9,5,1,2,1,0.360,7.94,0,0,1,0,29,0,5,0,1,0 +papeljo01,2014,1,PHI,NL,2,3,66,0,0,0,39,199,45,15,2,15,63,0.191,2.04,1,1,5,0,259,52,15,3,0,2 +parkebl01,2014,1,CHN,NL,1,1,18,0,0,0,0,63,24,12,3,4,24,0.279,5.14,0,1,0,0,91,10,13,0,1,0 +parnebo01,2014,1,NYN,NL,0,0,1,0,0,0,0,3,2,1,0,1,1,0.400,9.00,0,0,0,0,6,0,1,0,0,0 +parrama01,2014,1,CIN,NL,0,3,53,0,0,0,1,110,39,19,4,18,34,0.277,4.66,1,2,1,0,164,8,20,4,0,2 +partccu01,2014,1,CIN,NL,1,0,6,0,0,0,0,21,2,0,0,7,6,0.087,0.00,0,0,0,0,30,4,0,0,0,0 +paterjo01,2014,1,ARI,NL,0,0,3,0,0,0,0,4,4,5,0,1,0,0.571,33.75,0,0,1,0,10,1,5,0,1,0 +pattere02,2014,1,LAN,NL,0,0,1,1,0,0,0,14,2,1,0,3,1,0.133,1.93,0,0,0,0,19,0,1,0,1,0 +pattosp01,2014,1,TEX,AL,1,0,9,0,0,0,0,28,6,1,0,2,8,0.182,0.96,0,0,0,0,35,2,1,0,0,2 +pattotr01,2014,1,BAL,AL,0,1,9,0,0,0,0,20,9,6,1,4,5,0.333,8.10,1,0,0,0,31,3,6,0,0,1 +pattotr01,2014,2,SDN,NL,0,0,8,0,0,0,0,22,7,2,1,1,8,0.226,2.45,0,0,0,0,32,4,2,0,0,0 +paulife01,2014,1,CHA,AL,0,2,4,4,0,0,0,55,35,23,6,12,14,0.389,11.29,1,2,1,0,103,0,24,0,0,2 +paxtoja01,2014,1,SEA,AL,6,4,13,13,0,0,0,222,60,25,3,29,59,0.223,3.04,2,7,1,0,303,0,29,3,1,9 +peacobr01,2014,1,HOU,AL,4,9,28,24,0,0,0,395,136,69,20,70,119,0.267,4.72,4,6,4,0,589,3,80,0,6,12 +peavyja01,2014,1,BOS,AL,1,9,20,20,0,0,0,372,131,65,20,46,100,0.273,4.72,1,2,3,1,538,0,67,4,5,10 +peavyja01,2014,2,SFN,NL,6,4,12,12,0,0,0,236,65,19,3,17,58,0.231,2.17,1,3,6,1,314,0,24,4,6,11 +pelfrmi01,2014,1,MIN,AL,0,3,5,5,0,0,0,71,29,21,5,18,10,0.305,7.99,0,1,2,0,119,0,23,2,2,0 +pennybr01,2014,1,MIA,NL,2,1,8,4,0,0,0,78,34,19,3,13,13,0.327,6.58,0,2,1,0,120,1,20,2,0,5 +peraljo01,2014,1,TBA,AL,3,4,69,0,0,0,1,190,60,31,9,15,74,0.244,4.41,1,2,1,0,265,12,31,2,1,1 +peralwi01,2014,1,MIL,NL,17,11,32,32,0,0,0,596,198,78,23,61,154,0.261,3.53,0,7,7,0,838,0,88,9,3,24 +perezch01,2014,1,LAN,NL,1,3,49,0,0,0,1,139,38,22,6,25,39,0.228,4.27,0,4,5,0,200,15,23,1,2,8 +perezma02,2014,1,TEX,AL,4,3,8,8,2,2,0,154,50,25,3,19,35,0.269,4.38,1,1,1,0,207,0,25,1,0,13 +perezol01,2014,1,ARI,NL,3,4,68,0,0,0,0,176,50,19,5,24,76,0.226,2.91,2,3,7,3,256,11,25,4,0,6 +perkigl01,2014,1,MIN,AL,4,3,63,0,0,0,34,185,62,25,7,11,66,0.258,3.65,2,3,2,0,260,56,29,2,5,2 +pestavi01,2014,1,CLE,AL,0,1,13,0,0,0,0,27,13,5,2,1,13,0.333,5.00,0,1,0,0,40,2,7,0,0,0 +pestavi01,2014,2,LAA,AL,0,0,12,0,0,0,0,29,5,1,1,4,13,0.152,0.93,0,1,0,0,38,3,1,0,1,0 +petityu01,2014,1,SFN,NL,5,5,39,12,1,0,0,351,97,48,12,22,133,0.223,3.69,5,0,1,0,461,14,51,0,3,7 +petrija01,2014,1,CHA,AL,1,6,67,0,0,0,14,219,67,24,3,33,55,0.253,2.96,4,2,2,0,307,33,24,3,4,12 +pettijo02,2014,1,PHI,NL,0,1,2,2,0,0,0,27,17,9,2,3,6,0.395,9.00,1,0,0,0,47,0,10,1,0,0 +phelpda01,2014,1,NYA,AL,5,5,32,17,1,0,1,339,115,55,13,46,92,0.263,4.38,2,2,7,1,497,5,62,4,3,7 +pimenst01,2014,1,PIT,NL,2,1,20,0,0,0,0,98,34,19,5,16,38,0.264,5.23,2,2,2,0,148,11,19,0,1,0 +pinedmi01,2014,1,NYA,AL,5,5,13,13,0,0,0,229,56,16,5,7,59,0.200,1.89,0,3,0,1,290,0,18,2,1,0 +pinoyo01,2014,1,MIN,AL,2,5,11,11,0,0,0,181,66,34,8,14,50,0.278,5.07,0,2,1,0,258,0,37,2,4,2 +pomerdr01,2014,1,OAK,AL,5,4,20,10,0,0,0,207,51,18,7,26,64,0.204,2.35,0,0,1,0,278,4,22,1,0,10 +porceri01,2014,1,DET,AL,15,13,32,31,3,3,0,614,211,78,18,41,129,0.268,3.43,4,0,4,0,840,1,89,3,4,30 +poredaa01,2014,1,TEX,AL,2,1,26,0,0,0,0,64,30,14,2,7,21,0.337,5.91,1,1,1,0,97,2,14,0,0,1 +pressry01,2014,1,MIN,AL,2,0,25,0,0,0,0,85,30,9,3,8,14,0.278,2.86,2,1,1,0,122,5,10,2,3,1 +pricebr01,2014,1,CLE,AL,0,0,3,0,0,0,0,8,8,6,3,1,1,0.500,20.25,0,0,2,0,19,2,6,0,0,0 +priceda01,2014,1,TBA,AL,11,8,23,23,2,0,0,512,156,59,20,23,189,0.238,3.11,1,2,5,0,689,0,68,3,3,9 +priceda01,2014,2,DET,AL,4,4,11,11,1,0,0,233,74,31,5,15,82,0.243,3.59,0,0,0,0,320,0,32,1,0,3 +pryorst01,2014,1,SEA,AL,0,0,1,0,0,0,0,5,1,0,0,2,1,0.200,0.00,0,1,0,0,8,0,1,0,1,1 +putkolu01,2014,1,DET,AL,0,0,2,0,0,0,0,8,6,8,2,2,1,0.400,27.00,0,0,1,0,18,0,8,0,0,0 +putnaza01,2014,1,CHA,AL,5,3,49,0,0,0,6,164,39,12,2,20,46,0.205,1.98,1,5,1,0,213,13,14,1,1,7 +putzjj01,2014,1,ARI,NL,1,1,18,0,0,0,0,41,17,10,1,6,14,0.315,6.59,1,2,1,0,62,8,10,0,1,1 +quackke01,2014,1,SDN,NL,3,3,56,0,0,0,6,163,42,15,2,18,56,0.212,2.48,4,1,2,1,222,18,15,1,3,3 +quallch01,2014,1,HOU,AL,1,5,58,0,0,0,19,154,54,19,5,5,43,0.265,3.33,2,1,2,0,213,41,22,2,0,5 +quintjo01,2014,1,CHA,AL,9,11,32,32,0,0,0,601,197,74,10,52,178,0.257,3.32,3,7,2,0,830,0,87,4,6,17 +ramirer02,2014,1,SEA,AL,1,6,17,14,0,0,0,226,82,44,13,34,60,0.277,5.26,2,3,6,0,338,0,44,1,1,6 +ramirjo02,2014,1,NYA,AL,0,2,8,0,0,0,0,30,11,6,2,7,10,0.275,5.40,0,0,2,0,49,5,6,0,0,0 +ramirne01,2014,1,CHN,NL,3,3,50,0,0,0,3,131,29,7,2,17,53,0.184,1.44,0,3,2,1,177,10,11,0,0,1 +ramirra02,2014,1,BAL,AL,0,0,1,0,0,0,0,3,0,0,0,1,2,0.000,0.00,0,0,0,0,4,1,0,0,0,0 +ramosaj01,2014,1,MIA,NL,7,0,68,0,0,0,0,192,36,15,1,43,73,0.164,2.11,7,7,3,0,270,12,16,3,1,5 +ramosce01,2014,1,TBA,AL,2,6,43,7,0,0,0,248,73,34,8,39,66,0.233,3.70,7,4,1,0,360,14,39,3,3,4 +ranauan01,2014,1,BOS,AL,4,3,7,7,0,0,0,118,39,21,10,16,15,0.260,4.81,0,2,0,0,170,0,21,0,4,1 +rasmuco02,2014,1,LAA,AL,3,2,30,6,0,0,0,168,42,16,5,17,57,0.204,2.57,1,0,0,0,225,7,17,0,2,2 +rasmuro01,2014,1,TOR,AL,0,0,10,0,0,0,0,34,8,4,1,7,13,0.195,3.18,0,2,2,0,50,4,4,0,0,1 +rayro02,2014,1,DET,AL,1,4,9,6,0,0,0,86,43,26,5,11,19,0.350,8.16,0,2,0,1,136,1,26,1,1,2 +redmoto01,2014,1,TOR,AL,1,4,42,0,0,0,1,225,73,27,5,27,60,0.263,3.24,6,2,2,0,314,14,33,2,5,8 +reedad01,2014,1,ARI,NL,1,7,62,0,0,0,32,178,57,28,11,15,69,0.244,4.25,2,3,1,0,252,55,31,1,1,2 +reedev01,2014,1,DET,AL,0,1,32,0,0,0,0,97,39,15,2,12,26,0.302,4.18,1,1,3,1,145,9,19,0,1,8 +ricesc01,2014,1,NYN,NL,1,2,32,0,0,0,0,41,15,9,1,12,13,0.288,5.93,1,5,1,0,66,2,9,1,0,2 +richaga01,2014,1,LAA,AL,13,4,26,26,1,1,0,506,124,49,5,51,164,0.201,2.61,1,22,7,1,678,0,51,0,3,8 +riefecj01,2014,1,TBA,AL,0,0,7,0,0,0,0,16,6,5,0,3,2,0.286,8.44,1,0,0,0,24,1,5,0,0,1 +rienzan01,2014,1,CHA,AL,4,5,18,11,0,0,0,194,82,49,12,33,51,0.304,6.82,0,6,5,1,312,3,54,2,2,5 +roachdo01,2014,1,SDN,NL,1,0,16,1,0,0,0,91,36,16,2,15,17,0.308,4.75,1,4,4,0,140,5,17,3,1,5 +roarkta01,2014,1,WAS,NL,15,10,31,31,1,1,0,596,178,63,16,39,138,0.239,2.85,1,0,6,0,798,0,64,5,2,17 +roberda08,2014,1,NYA,AL,4,5,63,0,0,0,39,193,45,22,7,23,96,0.192,3.08,2,0,1,0,259,55,23,1,0,2 +rodnefe01,2014,1,SEA,AL,1,6,69,0,0,0,48,199,61,21,3,28,76,0.244,2.85,3,4,3,0,286,64,24,4,1,6 +rodrife02,2014,1,OAK,AL,1,0,7,0,0,0,0,27,4,1,0,2,4,0.129,1.00,0,0,0,0,33,3,1,0,0,0 +rodrifr03,2014,1,MIL,NL,5,5,69,0,0,0,44,204,49,23,14,18,73,0.198,3.04,1,0,1,0,268,66,23,2,0,3 +rodrihe03,2014,1,MIA,NL,0,0,2,0,0,0,0,5,2,2,0,5,1,0.333,10.80,0,0,0,0,11,0,2,0,0,0 +rodrist02,2014,1,LAN,NL,1,0,19,0,0,0,0,42,12,6,1,4,14,0.250,3.86,0,0,0,0,53,1,6,1,0,2 +rodriwa01,2014,1,PIT,NL,0,2,6,6,0,0,0,80,37,20,10,8,20,0.325,6.75,1,0,0,1,125,0,25,2,1,2 +rodriwi02,2014,1,KCA,AL,0,0,2,0,0,0,0,6,1,0,0,1,1,0.167,0.00,0,0,0,0,7,1,0,0,0,0 +roech01,2014,1,NYA,AL,0,0,3,0,0,0,0,6,3,2,0,3,4,0.333,9.00,0,1,0,0,13,2,3,0,1,0 +rogeres01,2014,1,TOR,AL,0,0,16,0,0,0,0,62,28,16,5,7,21,0.318,6.97,0,1,1,0,96,9,17,0,0,0 +rogeres01,2014,2,NYA,AL,2,0,18,1,0,0,0,75,22,13,3,10,23,0.237,4.68,0,0,1,1,106,4,13,2,0,1 +rominan01,2014,1,DET,AL,0,0,1,0,0,0,0,3,4,3,2,0,1,0.571,27.00,0,1,0,0,7,1,3,0,0,0 +romose01,2014,1,SFN,NL,6,4,64,0,0,0,23,174,43,24,9,12,59,0.203,3.72,2,2,4,0,230,35,24,2,0,3 +rondohe01,2014,1,CHN,NL,4,4,64,0,0,0,29,190,52,17,2,15,63,0.218,2.42,0,0,0,0,255,44,21,0,1,3 +rondojo01,2014,1,SLN,NL,0,0,1,0,0,0,0,3,0,0,0,1,0,0.000,0.00,0,0,0,0,4,0,0,0,0,0 +rosenbj01,2014,1,PHI,NL,1,0,13,0,0,0,0,36,20,9,5,7,9,0.385,6.75,0,0,0,0,59,6,10,0,0,3 +rosentr01,2014,1,SLN,NL,2,6,72,0,0,0,45,211,57,25,2,42,87,0.223,3.20,5,1,4,1,308,59,25,2,4,8 +rosinse01,2014,1,TEX,AL,1,0,3,0,0,0,0,12,6,3,0,1,3,0.333,6.75,0,0,0,0,19,2,3,0,0,0 +rosscza01,2014,1,CHN,NL,1,0,18,0,0,0,0,40,14,14,2,12,21,0.259,9.45,1,0,0,0,66,5,14,0,0,0 +rossro01,2014,1,TEX,AL,3,6,27,12,0,0,0,235,103,54,9,30,51,0.319,6.20,2,6,7,0,365,4,65,2,2,12 +rossty01,2014,1,SDN,NL,13,14,31,31,2,1,0,587,165,61,13,72,195,0.230,2.81,2,12,9,0,811,0,75,10,4,21 +rothmi01,2014,1,LAA,AL,1,0,7,0,0,0,0,37,16,12,2,9,9,0.340,8.76,2,0,3,0,60,2,12,0,1,5 +rowenbe01,2014,1,TEX,AL,0,0,8,0,0,0,0,26,10,4,0,4,7,0.313,4.15,3,0,0,0,39,4,4,1,2,1 +rowlary01,2014,1,ARI,NL,0,0,6,0,0,0,0,22,7,4,0,4,9,0.269,4.91,1,1,0,0,33,3,5,1,2,0 +rucindr01,2014,1,LAA,AL,0,0,3,0,0,0,0,22,9,4,0,2,8,0.290,4.91,0,0,1,0,34,2,4,0,0,0 +rusinch01,2014,1,CHN,NL,0,0,4,0,0,0,0,38,16,10,1,5,8,0.308,7.11,1,1,0,0,58,2,10,1,0,2 +russeja02,2014,1,CHN,NL,0,2,44,0,0,0,1,100,24,13,3,16,26,0.202,3.51,2,1,1,0,142,7,14,5,1,0 +russeja02,2014,2,ATL,NL,0,0,22,1,0,0,0,73,21,6,0,4,16,0.233,2.22,1,0,0,0,96,8,6,2,0,2 +ryanky01,2014,1,DET,AL,2,0,6,1,0,0,0,31,10,3,0,2,4,0.256,2.61,0,0,0,1,41,1,3,0,0,2 +ryuhy01,2014,1,LAN,NL,14,7,26,26,0,0,0,456,152,57,8,29,139,0.257,3.38,2,2,3,0,631,0,60,6,2,12 +rzepcma01,2014,1,CLE,AL,0,3,73,0,0,0,1,138,42,14,1,19,46,0.246,2.74,3,2,3,0,196,8,19,1,2,5 +sabatcc01,2014,1,NYA,AL,3,4,8,8,0,0,0,138,58,27,10,10,48,0.301,5.28,0,2,4,0,209,0,31,1,1,1 +sadleca02,2014,1,PIT,NL,0,1,6,0,0,0,0,31,12,9,0,5,7,0.293,7.84,0,1,1,0,49,2,9,0,2,0 +salasfe01,2014,1,LAA,AL,5,0,57,0,0,0,0,176,50,22,5,14,61,0.228,3.38,4,1,1,1,239,11,22,4,1,2 +salazda01,2014,1,CLE,AL,6,8,20,20,1,1,0,330,117,52,13,35,120,0.272,4.25,4,3,3,0,474,0,57,1,5,9 +salech01,2014,1,CHA,AL,12,4,26,26,2,0,0,522,129,42,13,39,208,0.205,2.17,2,3,11,0,685,0,48,2,3,13 +samarje01,2014,1,CHN,NL,2,7,17,17,0,0,0,324,99,34,7,31,103,0.245,2.83,3,6,6,0,449,0,44,3,4,10 +samarje01,2014,2,OAK,AL,5,6,16,16,2,0,0,335,92,39,13,12,99,0.224,3.14,0,4,4,0,430,0,42,0,3,10 +sanchaa01,2014,1,TOR,AL,2,2,24,0,0,0,3,99,14,4,1,9,27,0.128,1.09,0,1,1,0,121,6,5,2,0,2 +sanchan01,2014,1,DET,AL,8,5,22,21,0,0,0,378,108,48,4,30,102,0.228,3.43,1,5,3,0,514,0,55,3,4,8 +santaer01,2014,1,ATL,NL,14,10,31,31,0,0,0,588,193,86,16,63,179,0.266,3.95,4,9,4,0,817,0,90,12,12,19 +santihe01,2014,1,LAA,AL,6,9,30,24,0,0,0,382,120,53,15,53,108,0.248,3.75,3,5,3,1,544,2,63,1,3,8 +santose01,2014,1,TOR,AL,0,3,26,0,0,0,5,63,28,20,5,18,29,0.326,8.57,2,4,0,0,106,14,22,0,2,3 +saundjo01,2014,1,TEX,AL,0,5,8,8,0,0,0,119,62,27,8,20,22,0.356,6.13,0,0,1,0,198,0,32,0,3,5 +saundjo01,2014,2,BAL,AL,0,0,6,0,0,0,0,10,3,5,1,4,1,0.250,13.50,1,0,1,0,17,3,5,0,0,1 +saverjo01,2014,1,OAK,AL,0,0,3,0,0,0,0,12,3,0,0,1,0,0.214,0.00,0,0,0,0,15,2,0,0,0,1 +scahiro01,2014,1,COL,NL,1,0,12,0,0,0,0,45,17,8,3,9,11,0.283,4.80,2,0,1,0,72,3,8,0,2,1 +schepta01,2014,1,TEX,AL,0,1,8,4,0,0,0,69,31,23,6,10,17,0.320,9.00,0,2,3,0,111,0,24,0,1,3 +scherma01,2014,1,DET,AL,18,5,33,33,1,1,0,661,196,77,18,63,252,0.238,3.15,1,10,6,1,904,0,80,4,8,15 +schlibr01,2014,1,CHN,NL,2,3,61,0,0,0,0,169,58,26,2,19,31,0.270,4.15,4,0,2,0,242,5,29,5,1,7 +schlogu01,2014,1,ATL,NL,0,1,15,0,0,0,0,53,23,15,2,6,8,0.329,7.64,1,3,1,0,81,8,16,2,2,2 +schulbo02,2014,1,ARI,NL,0,1,4,0,0,0,0,24,13,7,1,1,5,0.382,7.88,1,0,0,0,36,3,7,0,1,2 +schumsk01,2014,1,CIN,NL,0,0,1,0,0,0,0,3,0,0,0,1,0,0.000,0.00,0,0,0,0,4,1,0,0,0,0 +scribev01,2014,1,OAK,AL,1,0,13,0,0,0,0,35,11,6,4,0,11,0.239,4.63,0,0,1,0,47,6,6,0,0,0 +shawbr01,2014,1,CLE,AL,5,5,80,0,0,0,2,229,61,22,6,22,64,0.216,2.59,4,4,2,1,313,16,26,5,2,3 +shielja02,2014,1,KCA,AL,14,8,34,34,1,1,0,681,224,81,23,44,180,0.256,3.21,0,12,11,2,939,0,95,3,7,16 +shoemma01,2014,1,LAA,AL,16,4,27,20,0,0,0,408,122,46,14,24,124,0.241,3.04,0,5,4,0,543,5,49,3,5,9 +shrevch01,2014,1,ATL,NL,0,0,15,0,0,0,0,37,10,1,0,3,15,0.217,0.73,0,1,0,0,50,4,1,1,0,0 +siegrke01,2014,1,SLN,NL,1,4,37,0,0,0,0,91,32,23,5,16,37,0.267,6.82,0,1,2,0,140,5,23,1,1,0 +simmosh01,2014,1,ATL,NL,1,2,26,0,0,0,1,65,15,7,1,11,23,0.197,2.91,1,1,0,0,89,6,8,1,1,3 +simonal01,2014,1,CIN,NL,15,10,32,32,0,0,0,589,181,75,22,56,127,0.245,3.44,7,3,12,0,818,0,80,7,4,13 +sippto01,2014,1,HOU,AL,4,3,56,0,0,0,4,152,28,19,5,17,63,0.157,3.38,2,3,0,0,198,13,19,2,0,1 +skaggty01,2014,1,LAA,AL,5,5,18,18,0,0,0,339,107,54,9,30,86,0.253,4.30,1,7,4,0,464,0,59,2,5,11 +sloweke01,2014,1,MIA,NL,1,1,17,2,0,0,0,112,53,22,3,9,24,0.353,5.30,1,0,2,0,169,4,23,4,4,5 +smithca02,2014,1,SEA,AL,1,0,9,0,0,0,0,25,2,0,0,3,10,0.077,0.00,0,0,0,0,29,1,0,0,0,0 +smithch08,2014,1,DET,AL,0,0,10,0,0,0,0,35,15,7,1,3,9,0.319,5.40,0,0,0,0,50,5,7,0,0,1 +smithjo05,2014,1,LAA,AL,7,2,76,0,0,0,15,224,45,15,4,15,68,0.172,1.81,3,4,6,0,285,26,16,3,0,8 +smithwi04,2014,1,MIL,NL,1,3,78,0,0,0,1,197,62,27,6,31,86,0.248,3.70,6,7,3,0,286,6,31,1,1,7 +smylydr01,2014,1,DET,AL,6,9,21,18,0,0,0,316,111,46,14,31,89,0.271,3.93,1,4,1,0,445,0,48,0,3,8 +smylydr01,2014,2,TBA,AL,3,1,7,7,1,1,0,143,25,9,4,11,44,0.155,1.70,1,4,0,0,173,0,9,1,0,3 +snidetr01,2014,1,PIT,NL,0,0,1,0,0,0,0,3,1,2,0,2,1,0.250,18.00,0,0,0,0,6,1,2,0,0,0 +snodgsc01,2014,1,CHA,AL,0,0,4,0,0,0,0,7,8,4,1,3,1,0.500,15.43,1,1,0,0,19,1,7,0,0,0 +soriajo01,2014,1,TEX,AL,1,3,35,0,0,0,17,100,25,10,0,4,42,0.198,2.70,1,0,1,0,133,32,12,1,1,1 +soriajo01,2014,2,DET,AL,1,1,13,0,0,0,1,33,13,6,2,2,6,0.289,4.91,1,1,1,0,49,5,7,0,1,1 +soriara01,2014,1,WAS,NL,4,1,64,0,0,0,32,186,51,22,4,19,59,0.223,3.19,0,2,2,0,252,48,23,0,2,5 +spruize01,2014,1,ARI,NL,1,1,6,1,0,0,0,68,27,9,0,4,14,0.300,3.57,0,0,1,0,99,1,11,2,2,3 +stammcr01,2014,1,WAS,NL,4,5,49,0,0,0,0,218,78,31,5,14,56,0.276,3.84,2,1,3,1,304,15,34,3,1,8 +staufti01,2014,1,SDN,NL,6,2,44,3,0,0,0,193,67,25,4,23,67,0.273,3.50,4,1,2,1,273,22,25,2,1,7 +stinsjo01,2014,1,BAL,AL,0,0,8,0,0,0,0,39,16,9,2,6,6,0.302,6.23,0,1,2,0,61,4,9,0,0,1 +stitema01,2014,1,ARI,NL,0,0,37,0,0,0,0,99,33,21,6,16,26,0.260,5.73,1,2,1,0,148,11,23,3,1,1 +storedr01,2014,1,WAS,NL,2,1,65,0,0,0,11,169,44,7,2,11,46,0.215,1.12,3,4,3,0,224,18,8,3,2,4 +straida01,2014,1,OAK,AL,1,2,7,7,0,0,0,115,33,21,9,15,34,0.232,4.93,1,2,1,0,159,0,21,0,1,2 +straida01,2014,2,CHN,NL,0,1,7,1,0,0,0,41,20,18,1,9,13,0.323,11.85,0,0,1,0,72,0,20,0,0,0 +strasst01,2014,1,WAS,NL,14,11,34,34,0,0,0,645,198,75,23,43,242,0.245,3.14,4,7,5,0,868,0,86,9,4,13 +streehu01,2014,1,SDN,NL,1,0,33,0,0,0,24,99,18,4,3,7,34,0.158,1.09,0,0,0,0,121,28,4,0,0,2 +streehu01,2014,2,LAA,AL,1,2,28,0,0,0,17,79,24,5,1,7,23,0.240,1.71,3,0,0,0,108,23,5,1,0,1 +strichu01,2014,1,SFN,NL,1,0,9,0,0,0,1,21,5,0,0,0,9,0.200,0.00,0,0,0,0,25,5,0,0,0,0 +stromma01,2014,1,TOR,AL,11,6,26,20,1,1,1,392,125,53,7,28,111,0.250,3.65,1,9,3,1,534,1,56,0,2,11 +stroppe01,2014,1,CHN,NL,2,4,65,0,0,0,2,183,40,15,2,25,71,0.187,2.21,3,6,4,1,244,13,19,0,1,9 +stulter01,2014,1,SDN,NL,8,17,32,32,0,0,0,528,197,84,26,45,111,0.283,4.30,3,3,4,0,763,0,93,13,6,12 +surkaer01,2014,1,CHA,AL,2,0,35,0,0,0,0,73,22,13,3,13,20,0.244,4.81,3,0,1,0,107,2,14,3,0,4 +swarzan01,2014,1,MIN,AL,3,2,50,4,0,0,0,258,100,44,5,28,47,0.288,4.60,5,0,0,2,378,11,48,1,2,11 +tanakma01,2014,1,NYA,AL,13,5,20,20,3,1,0,409,123,42,15,21,141,0.240,2.77,0,4,4,0,542,0,47,2,3,11 +tazawju01,2014,1,BOS,AL,4,3,71,0,0,0,0,189,58,20,5,17,64,0.240,2.86,1,5,0,0,261,12,23,1,1,3 +teherju01,2014,1,ATL,NL,14,13,33,33,4,2,0,663,188,71,22,51,186,0.232,2.89,4,1,4,1,884,0,82,13,4,13 +tepesni01,2014,1,TEX,AL,5,11,23,22,0,0,0,378,128,61,15,44,56,0.267,4.36,2,1,7,0,537,1,66,3,4,11 +thatcjo01,2014,1,ARI,NL,1,0,37,0,0,0,0,72,23,7,3,3,25,0.247,2.63,1,1,2,0,100,7,10,1,1,0 +thatcjo01,2014,2,LAA,AL,1,1,16,0,0,0,0,19,13,6,0,1,2,0.433,8.53,0,0,2,0,35,2,6,0,1,1 +thayeda01,2014,1,SDN,NL,4,5,70,0,0,0,0,196,53,17,9,16,62,0.215,2.34,3,1,2,0,265,25,19,1,0,2 +thielca01,2014,1,MIN,AL,2,1,54,0,0,0,0,143,51,18,3,16,35,0.280,3.40,1,0,1,0,206,7,19,1,6,2 +thomaia01,2014,1,ATL,NL,1,2,16,0,0,0,0,32,10,5,0,6,13,0.250,4.22,1,1,0,0,48,4,5,1,1,0 +thompaa01,2014,1,MIN,AL,0,0,7,0,0,0,0,22,8,2,0,2,6,0.286,2.45,1,0,0,0,31,2,2,0,1,1 +thompta01,2014,1,CHA,AL,0,0,5,0,0,0,0,16,9,6,1,4,4,0.391,10.13,0,0,1,0,28,1,6,0,0,2 +thornma01,2014,1,NYA,AL,0,3,46,0,0,0,0,74,23,7,0,6,20,0.247,2.55,2,0,4,0,107,6,9,2,2,1 +thornma01,2014,2,WAS,NL,1,0,18,0,0,0,0,34,10,0,0,2,8,0.238,0.00,0,0,1,0,45,2,0,0,0,1 +thornty01,2014,1,MIL,NL,3,1,27,0,0,0,0,89,24,14,1,21,28,0.222,4.25,0,4,0,0,131,4,14,1,1,1 +tillmch01,2014,1,BAL,AL,13,6,34,34,1,1,0,622,189,77,21,66,150,0.238,3.34,1,8,4,0,871,0,83,1,5,12 +tollesh01,2014,1,TEX,AL,3,1,64,0,0,0,0,215,56,22,10,28,69,0.214,2.76,5,4,1,0,296,10,23,2,3,5 +tollest01,2014,1,TOR,AL,0,0,2,0,0,0,0,3,1,0,0,0,1,0.250,0.00,0,0,0,0,4,2,0,0,0,0 +tomlijo01,2014,1,CLE,AL,6,9,25,16,1,1,0,312,120,55,18,14,94,0.281,4.76,3,6,1,0,446,6,66,1,3,3 +tonkimi01,2014,1,MIN,AL,0,0,25,0,0,0,0,57,23,10,2,6,16,0.307,4.74,0,1,2,0,87,8,13,2,1,2 +torreal01,2014,1,SDN,NL,2,1,70,0,0,0,0,162,46,20,2,33,51,0.230,3.33,1,6,3,0,241,12,25,2,2,4 +torreca01,2014,1,NYN,NL,8,6,73,1,0,0,2,291,89,33,11,38,96,0.246,3.06,4,6,2,0,405,20,35,2,1,13 +treinbl01,2014,1,WAS,NL,2,3,15,7,0,0,0,152,57,14,1,13,30,0.286,2.49,1,1,2,0,214,6,17,0,0,9 +tropeni01,2014,1,HOU,AL,1,3,4,4,0,0,0,65,19,11,0,9,13,0.241,4.57,1,1,1,0,91,0,12,1,1,2 +tuivasa01,2014,1,SLN,NL,0,0,2,0,0,0,0,3,5,4,2,2,1,0.625,36.00,0,0,0,0,10,0,4,0,0,0 +turneja01,2014,1,MIA,NL,4,7,20,12,0,0,0,235,106,52,8,23,54,0.328,5.97,1,3,1,1,352,4,54,2,3,9 +turneja01,2014,2,CHN,NL,2,4,8,6,0,0,0,104,42,25,4,10,17,0.313,6.49,1,3,0,0,149,0,27,4,1,5 +ueharko01,2014,1,BOS,AL,6,5,64,0,0,0,26,193,51,18,10,8,80,0.216,2.52,0,1,1,0,249,50,18,3,1,3 +valdera02,2014,1,HOU,AL,0,0,8,0,0,0,1,11,5,5,2,3,4,0.313,12.27,0,0,0,0,19,2,5,0,0,0 +valvejo01,2014,1,NYN,NL,1,1,21,0,0,0,2,62,24,13,4,10,23,0.282,5.66,3,1,0,0,95,13,16,0,0,1 +vargaja01,2014,1,KCA,AL,11,10,30,30,1,1,0,561,197,77,19,41,128,0.267,3.71,4,1,6,1,790,0,82,3,1,11 +varvaan01,2014,1,ATL,NL,3,3,61,0,0,0,0,164,46,16,5,13,50,0.228,2.63,1,5,0,0,218,17,18,0,3,7 +vealdo01,2014,1,CHA,AL,0,0,7,0,0,0,0,18,6,5,0,7,6,0.261,7.50,1,1,1,0,32,3,5,0,1,0 +ventuyo01,2014,1,KCA,AL,14,10,31,30,0,0,0,549,168,65,14,69,159,0.240,3.20,1,11,5,1,782,0,70,3,4,13 +verasjo01,2014,1,CHN,NL,0,1,12,0,0,0,0,40,12,12,2,11,13,0.255,8.10,0,3,3,0,64,4,12,2,1,2 +verasjo01,2014,2,HOU,AL,4,0,34,0,0,0,1,98,25,11,4,16,37,0.203,3.03,1,3,0,0,139,7,13,0,0,3 +verhadr01,2014,1,DET,AL,0,1,1,1,0,0,0,15,5,3,0,3,4,0.294,5.40,0,0,0,0,20,0,3,0,0,1 +verlaju01,2014,1,DET,AL,15,12,32,32,0,0,0,618,223,104,18,65,159,0.275,4.54,1,5,5,1,893,0,114,6,5,16 +villaca01,2014,1,CHN,NL,5,7,42,5,0,0,2,233,89,40,6,19,72,0.282,4.64,4,3,3,0,343,15,42,3,2,3 +villape01,2014,1,CIN,NL,0,2,12,0,0,0,0,44,11,7,1,7,12,0.208,4.30,1,1,1,0,62,1,7,0,1,0 +vinceni01,2014,1,SDN,NL,1,2,63,0,0,0,0,165,44,22,5,11,62,0.221,3.60,1,1,2,0,215,7,22,3,0,5 +vizcaar01,2014,1,CHN,NL,0,0,5,0,0,0,0,15,5,3,1,3,4,0.263,5.40,0,0,0,0,22,5,3,0,0,1 +vogelry01,2014,1,SFN,NL,8,13,32,32,1,0,0,554,178,82,18,58,151,0.254,4.00,2,2,9,0,780,0,86,10,3,15 +volqued01,2014,1,PIT,NL,13,7,32,31,1,0,0,578,166,65,17,71,140,0.235,3.04,6,15,14,0,809,0,75,13,6,17 +wachami01,2014,1,SLN,NL,5,6,19,19,0,0,0,321,95,38,6,33,94,0.234,3.20,0,2,5,0,447,0,41,1,2,10 +wadats01,2014,1,CHN,NL,4,4,13,13,0,0,0,208,67,25,7,19,57,0.254,3.25,1,0,3,0,289,0,28,2,1,6 +wagnene01,2014,1,TOR,AL,0,0,10,0,0,0,0,30,12,9,1,4,6,0.279,8.10,0,0,1,0,49,0,9,0,1,0 +wainwad01,2014,1,SLN,NL,20,9,32,32,5,3,0,681,184,60,10,50,179,0.222,2.38,5,4,7,1,898,0,64,8,3,24 +waldejo01,2014,1,ATL,NL,0,2,58,0,0,0,3,150,33,16,2,27,62,0.186,2.88,1,9,0,0,205,8,17,0,1,2 +walketa01,2014,1,SEA,AL,2,3,8,5,1,0,0,114,31,11,2,18,34,0.223,2.61,1,2,3,1,160,2,12,0,0,7 +walljo02,2014,1,LAA,AL,0,0,2,0,0,0,0,3,5,6,0,3,0,0.714,54.00,0,0,0,0,11,1,6,0,1,0 +wangwe01,2014,1,MIL,NL,0,0,14,0,0,0,0,52,30,21,6,8,13,0.361,10.90,1,1,1,0,92,10,23,0,0,0 +warread01,2014,1,NYA,AL,3,6,69,0,0,0,3,236,63,26,4,24,76,0.219,2.97,1,4,3,0,324,11,27,5,4,7 +watsoto01,2014,1,PIT,NL,10,2,78,0,0,0,2,232,64,14,5,15,81,0.232,1.63,0,0,6,0,305,3,16,5,3,8 +weaveje02,2014,1,LAA,AL,18,9,34,34,1,0,0,640,193,85,27,65,169,0.239,3.59,1,3,6,0,888,0,87,5,4,9 +webbda01,2014,1,CHA,AL,6,5,57,0,0,0,0,203,59,30,6,42,58,0.238,3.99,5,13,2,0,296,26,31,1,3,9 +webbry01,2014,1,BAL,AL,3,3,51,0,0,0,0,148,50,21,2,12,37,0.259,3.83,2,1,1,1,207,13,21,1,0,4 +webstal01,2014,1,BOS,AL,5,3,11,11,0,0,0,177,58,33,3,28,36,0.264,5.03,0,2,7,0,259,0,35,0,4,5 +westma03,2014,1,TEX,AL,0,0,3,0,0,0,0,12,6,3,0,1,3,0.353,6.75,0,0,0,0,18,1,3,0,0,1 +wheelza01,2014,1,NYN,NL,11,11,32,32,1,1,0,556,167,73,14,79,187,0.240,3.54,3,9,11,0,794,0,84,5,3,20 +whelake01,2014,1,DET,AL,0,0,1,0,0,0,0,4,3,2,2,2,1,0.429,13.50,0,1,0,0,9,0,2,0,0,0 +whitlch01,2014,1,NYA,AL,4,3,24,12,0,0,0,227,94,44,10,18,60,0.308,5.23,0,2,4,0,330,3,44,1,2,5 +wielajo01,2014,1,SDN,NL,1,0,4,2,0,0,0,34,16,9,3,5,8,0.333,7.15,0,0,0,1,54,0,9,0,1,1 +wilheto01,2014,1,SEA,AL,3,2,57,2,0,0,1,238,47,20,6,36,72,0.171,2.27,6,4,2,0,317,18,22,1,3,7 +willije02,2014,1,HOU,AL,1,4,26,0,0,0,0,143,59,32,7,16,38,0.301,6.04,1,2,3,0,219,14,33,3,1,3 +willije02,2014,2,TEX,AL,1,1,2,2,0,0,0,30,18,11,0,3,6,0.400,9.90,0,0,0,0,48,0,11,0,0,1 +willije02,2014,3,PHI,NL,4,2,9,9,0,0,0,172,48,18,5,17,38,0.230,2.83,1,0,3,0,230,0,20,0,1,8 +wilsoal01,2014,1,BOS,AL,1,0,18,0,0,0,0,85,20,6,3,5,19,0.198,1.91,0,1,2,0,109,3,8,0,1,1 +wilsobr01,2014,1,LAN,NL,2,4,61,0,0,0,1,145,49,25,5,29,54,0.259,4.66,3,1,4,0,223,6,26,1,0,5 +wilsocj01,2014,1,LAA,AL,13,10,31,31,1,1,0,527,169,88,17,85,151,0.258,4.51,5,9,11,0,761,0,95,3,7,23 +wilsoju10,2014,1,PIT,NL,3,4,70,0,0,0,0,180,49,28,4,30,61,0.220,4.20,5,4,3,0,256,15,30,0,0,4 +withrch01,2014,1,LAN,NL,0,0,20,0,0,0,0,64,10,7,1,18,28,0.143,2.95,0,4,1,0,90,0,8,0,1,3 +wolfra02,2014,1,MIA,NL,1,3,6,4,0,0,1,77,33,15,4,6,19,0.311,5.26,0,1,0,0,113,1,17,1,0,2 +woodal02,2014,1,ATL,NL,11,11,35,24,1,0,0,515,151,53,16,45,170,0.239,2.78,1,5,6,0,694,2,58,7,3,18 +woodbl01,2014,1,CLE,AL,0,1,7,0,0,0,0,19,4,5,0,7,7,0.182,7.11,2,0,1,0,30,3,5,0,0,0 +woodtr01,2014,1,CHN,NL,8,13,31,31,0,0,0,521,190,97,20,76,146,0.277,5.03,1,2,7,0,781,0,110,8,4,11 +wootero01,2014,1,MIL,NL,1,4,40,0,0,0,0,103,42,18,1,8,29,0.307,4.72,0,0,1,0,147,15,18,0,1,5 +workmbr01,2014,1,BOS,AL,1,10,19,15,0,0,0,261,88,50,11,36,70,0.263,5.17,0,2,1,0,378,2,57,3,3,4 +worleva01,2014,1,PIT,NL,8,4,18,17,1,1,0,332,112,35,9,22,79,0.265,2.85,1,4,3,0,458,0,43,6,4,13 +worthda01,2014,1,DET,AL,0,0,2,0,0,0,0,6,4,1,0,0,2,0.400,4.50,0,0,0,0,10,2,1,0,0,0 +wrighja01,2014,1,LAN,NL,5,4,61,1,0,0,1,211,72,34,3,27,54,0.271,4.35,4,5,4,0,308,22,35,6,5,7 +wrighst01,2014,1,BOS,AL,0,1,6,1,0,0,0,63,21,6,2,4,22,0.256,2.57,0,1,0,0,86,3,8,0,0,2 +wrighwe01,2014,1,CHN,NL,0,3,58,0,0,0,0,145,48,17,2,19,37,0.262,3.17,2,2,2,0,209,15,19,2,3,5 +yateski01,2014,1,TBA,AL,0,2,37,0,0,0,1,108,33,15,4,15,42,0.241,3.75,3,2,3,0,156,12,16,0,1,2 +youngch03,2014,1,SEA,AL,12,9,30,29,0,0,0,495,143,67,26,60,108,0.234,3.65,3,5,3,1,688,0,70,4,9,6 +zeidjo01,2014,1,HOU,AL,0,0,23,0,0,0,0,62,30,16,6,7,18,0.345,6.97,1,1,1,0,98,6,18,1,2,1 +zieglbr01,2014,1,ARI,NL,5,3,68,0,0,0,1,201,60,26,5,24,54,0.243,3.49,6,0,3,0,281,11,29,2,4,9 +zimmejo02,2014,1,WAS,NL,14,5,32,32,3,2,0,599,185,59,13,29,182,0.244,2.66,0,4,6,0,800,0,67,5,3,11 +aardsda01,2015,1,ATL,NL,1,1,33,0,0,0,0,92,25,16,6,14,35,0.223,4.70,3,1,1,0,129,9,17,0,1,4 +abadfe01,2015,1,OAK,AL,2,2,62,0,0,0,0,143,45,22,11,19,45,0.251,4.15,3,4,1,0,205,17,23,3,3,1 +achteaj01,2015,1,MIN,AL,0,1,11,0,0,0,0,40,12,10,4,6,14,0.231,6.75,1,0,0,0,58,4,10,0,0,1 +adamsau01,2015,1,CLE,AL,2,0,28,0,0,0,1,100,37,14,2,13,23,0.276,3.78,0,1,0,0,149,9,15,2,0,3 +adcocna01,2015,1,CIN,NL,1,2,13,0,0,0,0,54,15,12,3,12,13,0.221,6.00,0,1,1,0,83,4,12,1,1,0 +affelje01,2015,1,SFN,NL,2,2,52,0,0,0,0,106,43,23,6,14,21,0.293,5.86,2,1,2,0,163,7,24,0,0,4 +alberan01,2015,1,TOR,AL,0,0,1,0,0,0,0,8,1,1,1,2,1,0.111,3.38,0,0,0,0,11,0,1,0,0,0 +alberma01,2015,1,CHA,AL,2,0,30,0,0,0,0,112,31,5,3,9,28,0.228,1.21,2,0,1,0,149,5,6,0,3,4 +albural01,2015,1,DET,AL,4,1,67,0,0,0,0,186,63,29,4,33,58,0.269,4.21,3,5,1,4,271,12,29,1,2,5 +alexasc01,2015,1,KCA,AL,0,0,4,0,0,0,0,18,5,3,0,3,3,0.238,4.50,0,1,1,0,25,3,3,0,0,2 +allenco01,2015,1,CLE,AL,2,5,70,0,0,0,34,208,56,23,2,25,99,0.219,2.99,2,9,2,0,286,58,26,1,2,5 +almonmi01,2015,1,KCA,AL,0,2,9,0,0,0,0,26,7,6,4,7,10,0.212,6.23,0,0,1,0,41,3,6,0,0,0 +alvarda01,2015,1,NYN,NL,1,0,6,0,0,0,0,11,5,5,2,1,2,0.333,12.27,0,0,2,1,19,0,5,1,0,0 +alvarhe01,2015,1,MIA,NL,0,4,4,4,0,0,0,67,28,16,1,7,9,0.311,6.45,1,3,0,1,102,0,18,4,1,1 +alvarjo02,2015,1,LAA,AL,4,3,64,0,0,0,0,201,58,26,5,23,59,0.228,3.49,4,1,5,0,283,18,29,0,1,7 +alvarrj01,2015,1,OAK,AL,0,0,21,0,0,0,0,60,27,22,7,13,23,0.318,9.90,1,5,0,0,100,11,23,0,2,0 +amarial01,2015,1,SDN,NL,0,0,1,0,0,0,0,1,0,0,0,0,0,0.000,0.00,0,0,0,0,1,1,0,0,0,0 +anderbr04,2015,1,LAN,NL,10,9,31,31,1,0,0,541,194,74,18,46,116,0.278,3.69,2,4,2,2,750,0,82,3,2,23 +anderch01,2015,1,ARI,NL,6,6,27,27,0,0,0,458,158,73,18,40,111,0.272,4.30,2,3,7,0,640,0,75,3,9,15 +anderco01,2015,1,CLE,AL,7,3,15,15,1,0,0,274,77,31,9,24,44,0.231,3.05,1,0,1,1,365,0,32,3,3,8 +andrima01,2015,1,TBA,AL,3,5,25,8,0,0,2,197,69,30,8,18,49,0.267,4.11,1,2,2,2,282,8,32,1,3,2 +araujel01,2015,1,PHI,NL,2,1,40,0,0,0,0,104,29,13,1,19,34,0.225,3.38,1,2,0,0,151,5,17,2,0,5 +archech01,2015,1,TBA,AL,12,13,34,34,1,1,0,636,175,76,19,66,252,0.220,3.23,0,13,3,0,868,0,85,2,2,10 +armstsh01,2015,1,CLE,AL,0,0,8,0,0,0,0,24,5,2,1,2,11,0.179,2.25,0,0,0,0,30,5,2,0,0,1 +arojo01,2015,1,BOS,AL,0,1,6,0,0,0,0,31,15,8,2,4,8,0.341,6.97,0,0,0,0,49,2,8,0,1,0 +arrieja01,2015,1,CHN,NL,22,6,33,33,4,3,0,687,150,45,10,48,236,0.185,1.77,2,6,6,0,870,0,52,4,1,15 +asheral01,2015,1,PHI,NL,0,6,7,7,0,0,0,87,42,30,8,10,16,0.339,9.31,0,2,1,2,138,0,30,2,1,0 +atchisc01,2015,1,CLE,AL,1,1,23,0,0,0,0,59,23,15,6,4,12,0.288,6.86,0,3,1,0,87,7,15,0,2,0 +aumonph01,2015,1,PHI,NL,0,1,1,1,0,0,0,12,5,6,2,7,3,0.313,13.50,0,1,0,0,23,0,6,0,0,1 +avilalu01,2015,1,ATL,NL,2,4,50,0,0,0,0,113,35,15,4,10,31,0.245,3.58,2,1,0,1,154,7,15,0,1,7 +avilalu01,2015,2,LAN,NL,0,1,23,0,0,0,0,47,13,9,2,5,18,0.224,5.17,0,1,1,0,66,2,9,1,1,1 +axelrdy01,2015,1,CIN,NL,0,1,6,0,0,0,0,37,11,10,5,8,12,0.220,7.30,2,0,0,0,59,3,13,1,0,0 +axforjo01,2015,1,COL,NL,4,5,60,0,0,0,25,167,56,26,4,32,62,0.259,4.20,4,1,0,0,250,43,27,0,2,3 +badenbu01,2015,1,CIN,NL,2,4,68,0,0,0,0,199,71,29,4,20,36,0.273,3.93,4,0,0,0,285,17,30,2,3,6 +baezpe01,2015,1,LAN,NL,4,2,52,0,0,0,0,153,47,19,4,11,60,0.247,3.35,1,1,1,1,208,8,22,3,3,2 +bailean01,2015,1,NYA,AL,0,1,10,0,0,0,0,26,9,5,2,5,6,0.265,5.19,1,0,0,0,41,3,8,0,2,0 +baileho02,2015,1,CIN,NL,0,1,2,2,0,0,0,34,16,7,3,4,3,0.340,5.56,2,0,0,0,51,0,7,0,0,3 +bakersc02,2015,1,LAN,NL,0,1,2,2,0,0,0,33,11,7,4,3,8,0.262,5.73,0,1,0,0,45,0,7,0,0,0 +balesco01,2015,1,CIN,NL,1,1,15,0,0,0,0,47,17,13,3,13,13,0.274,7.47,0,1,1,0,77,5,13,0,1,1 +balfogr01,2015,1,TBA,AL,0,0,6,0,0,0,0,13,3,3,1,4,0,0.200,6.23,0,1,1,0,21,1,3,0,1,0 +banuema01,2015,1,ATL,NL,1,4,7,6,0,0,0,79,30,15,4,12,19,0.283,5.13,0,1,3,0,121,0,17,0,0,2 +barnema01,2015,1,BOS,AL,3,4,32,2,0,0,0,129,56,26,9,15,39,0.311,5.44,0,4,2,0,199,7,28,2,0,4 +barraky01,2015,1,MIA,NL,2,1,25,0,0,0,0,73,12,7,1,18,30,0.154,2.59,2,1,0,0,98,5,8,0,2,1 +barreaa01,2015,1,WAS,NL,3,3,40,0,0,0,0,88,28,15,1,7,35,0.248,4.60,0,1,3,0,123,8,15,0,0,4 +barriyh01,2015,1,MIL,NL,0,0,5,0,0,0,0,20,3,0,0,0,7,0.136,0.00,0,0,0,0,22,2,0,0,0,0 +bassan01,2015,1,TEX,AL,0,0,33,0,0,0,0,192,66,32,5,20,45,0.269,4.50,1,1,1,0,272,9,33,3,3,7 +bassich01,2015,1,OAK,AL,1,8,18,13,0,0,0,258,78,34,5,30,64,0.244,3.56,0,5,9,0,361,3,36,1,1,12 +bastaan01,2015,1,PIT,NL,4,1,66,0,0,0,1,172,39,19,4,26,64,0.188,2.98,2,8,3,0,239,18,19,2,0,0 +bauertr01,2015,1,CLE,AL,11,12,31,30,1,0,0,528,152,89,23,79,170,0.232,4.55,1,7,5,1,744,1,90,4,1,14 +beachbr01,2015,1,LAN,NL,0,1,2,2,0,0,0,24,10,7,1,6,5,0.313,7.88,2,0,0,0,39,0,7,1,0,1 +beckch02,2015,1,CHA,AL,0,1,1,1,0,0,0,18,10,4,0,4,3,0.385,6.00,0,0,0,0,31,0,5,1,0,1 +bedroca01,2015,1,LAA,AL,1,0,34,0,0,0,0,100,40,20,3,19,34,0.303,5.40,2,2,2,0,156,10,21,1,2,2 +beeleda01,2015,1,CHN,NL,0,1,3,3,0,0,0,25,14,9,0,7,7,0.359,9.72,2,0,0,0,46,0,11,0,0,1 +beimejo01,2015,1,SEA,AL,2,1,53,0,0,0,1,142,49,21,8,16,22,0.283,3.99,3,1,1,0,196,14,25,3,3,6 +belisma01,2015,1,SLN,NL,1,1,34,0,0,0,0,101,34,10,1,15,25,0.266,2.67,2,0,3,0,149,10,10,2,1,3 +belisro01,2015,1,TBA,AL,0,0,6,0,0,0,0,24,8,7,0,4,6,0.250,7.88,1,3,0,0,36,3,7,0,0,0 +belivje01,2015,1,TBA,AL,0,0,5,0,0,0,0,8,6,4,1,1,2,0.429,13.50,0,0,0,0,15,0,4,0,0,0 +bellaan01,2015,1,TBA,AL,3,1,17,0,0,0,0,70,16,6,4,10,18,0.198,2.31,0,0,1,0,95,6,7,2,1,2 +benoijo01,2015,1,SDN,NL,6,5,67,0,0,0,2,196,36,17,7,23,63,0.159,2.34,1,2,2,0,254,11,17,2,1,1 +bergmch01,2015,1,COL,NL,3,1,30,4,0,0,0,205,82,36,8,15,37,0.306,4.74,1,4,0,0,286,6,36,2,1,12 +betande01,2015,1,NYA,AL,6,4,74,0,0,0,9,252,45,14,6,40,131,0.157,1.50,2,9,3,0,332,17,17,1,1,4 +betanra01,2015,1,COL,NL,2,4,45,0,0,0,1,118,43,27,4,12,40,0.267,6.18,4,0,0,0,175,9,29,0,2,0 +bettich01,2015,1,COL,NL,8,6,20,20,0,0,0,345,120,54,11,42,98,0.268,4.23,2,6,3,0,502,0,56,7,2,9 +billich01,2015,1,PHI,NL,2,3,7,7,0,0,0,111,53,24,5,8,15,0.346,5.84,0,2,1,0,165,0,26,2,1,7 +blantjo01,2015,1,KCA,AL,2,2,15,4,0,0,2,125,43,18,6,7,40,0.265,3.89,1,0,0,0,172,6,19,1,2,2 +blantjo01,2015,2,PIT,NL,5,0,21,0,0,0,0,103,26,6,1,9,39,0.206,1.57,4,2,1,0,137,7,7,0,1,2 +blazemi01,2015,1,MIL,NL,5,3,45,0,0,0,0,167,40,15,3,18,47,0.200,2.43,1,3,1,0,222,17,17,1,2,2 +blevije01,2015,1,NYN,NL,1,0,7,0,0,0,0,15,0,0,0,0,4,0.000,0.00,0,0,0,0,15,1,0,0,0,1 +bochybr02,2015,1,SFN,NL,0,0,4,0,0,0,0,9,1,0,0,1,3,0.100,0.00,0,1,1,0,12,1,0,0,0,0 +bolsimi01,2015,1,LAN,NL,6,6,21,21,0,0,0,328,104,44,11,45,98,0.251,3.62,3,6,1,1,466,0,49,3,2,13 +boxbebr01,2015,1,TBA,AL,4,10,69,0,0,0,41,189,54,26,9,32,74,0.231,3.71,5,5,2,1,271,53,29,2,1,4 +boydma01,2015,1,TOR,AL,0,2,2,2,0,0,0,20,15,11,5,1,7,0.441,14.85,0,2,0,0,36,0,11,0,1,0 +boydma01,2015,2,DET,AL,1,4,11,10,0,0,0,152,56,37,12,19,36,0.290,6.57,0,2,1,0,216,0,39,1,2,8 +boyerbl01,2015,1,MIN,AL,3,6,68,0,0,0,1,195,62,18,5,19,33,0.254,2.49,4,5,0,0,268,12,24,3,2,5 +brachbr01,2015,1,BAL,AL,5,3,62,0,0,0,1,238,57,24,7,38,89,0.203,2.72,3,1,0,0,324,12,25,3,2,6 +brachsi01,2015,1,ARI,NL,0,0,13,0,0,0,1,37,9,2,2,4,17,0.200,1.46,1,1,1,0,50,3,2,0,0,0 +bradlar01,2015,1,ARI,NL,2,3,8,8,0,0,0,107,36,23,3,22,23,0.267,5.80,1,0,2,0,161,0,23,1,1,6 +breslcr01,2015,1,BOS,AL,0,4,45,2,0,0,1,195,69,30,12,23,46,0.279,4.15,5,2,2,0,280,18,33,3,5,7 +brighja01,2015,1,ATL,NL,0,1,12,0,0,0,0,50,28,16,1,8,12,0.384,8.64,1,2,1,0,84,4,16,0,2,4 +brittza01,2015,1,BAL,AL,4,1,64,0,0,0,36,197,51,14,3,14,79,0.214,1.92,1,5,1,0,253,58,16,0,0,8 +broadmi01,2015,1,SFN,NL,0,2,21,0,0,0,0,52,20,10,1,7,13,0.294,5.19,1,0,1,1,77,5,10,1,0,1 +brookaa01,2015,1,KCA,AL,0,0,2,0,0,0,0,13,6,3,0,0,3,0.333,6.23,0,0,0,0,18,2,3,0,0,1 +brookaa01,2015,2,OAK,AL,3,4,11,9,0,0,0,153,67,38,9,14,35,0.321,6.71,0,0,4,0,232,1,38,3,2,6 +brothre01,2015,1,COL,NL,1,0,17,0,0,0,0,31,9,2,0,8,5,0.243,1.74,0,1,0,0,46,1,2,0,1,2 +brownbr02,2015,1,COL,NL,1,3,36,0,0,0,0,99,32,18,2,16,20,0.254,4.91,0,2,1,0,147,7,18,4,0,3 +broxtjo01,2015,1,MIL,NL,1,2,40,0,0,0,0,110,41,24,5,10,37,0.287,5.89,1,0,0,0,156,10,24,2,1,5 +broxtjo01,2015,2,SLN,NL,3,3,26,0,0,0,0,71,20,7,2,12,26,0.233,2.66,0,0,0,0,101,5,8,3,0,2 +buchada01,2015,1,PHI,NL,2,9,15,15,0,0,0,224,109,58,12,29,44,0.346,6.99,1,2,3,0,351,0,60,4,0,13 +buchaja01,2015,1,HOU,AL,0,0,5,0,0,0,0,27,5,2,1,4,5,0.161,2.00,0,2,1,0,37,1,2,1,0,0 +buchhcl01,2015,1,BOS,AL,7,7,18,18,1,0,0,340,114,41,6,23,107,0.260,3.26,0,3,5,0,469,0,48,1,2,13 +buehrma01,2015,1,TOR,AL,15,8,32,32,4,1,0,596,214,84,22,33,91,0.279,3.81,4,0,7,0,827,0,100,10,9,28 +bumgama01,2015,1,SFN,NL,18,9,32,32,4,2,0,655,181,71,21,39,234,0.222,2.93,2,1,7,0,869,0,73,5,4,11 +burawda01,2015,1,NYA,AL,0,0,1,0,0,0,0,2,3,4,1,1,1,0.600,54.00,0,0,0,0,6,0,4,0,0,0 +burawda01,2015,2,ATL,NL,0,0,12,0,0,0,0,37,8,5,1,4,10,0.195,3.65,0,0,1,0,48,4,5,0,2,3 +burgoen02,2015,1,ARI,NL,2,2,30,0,0,0,2,81,27,14,2,15,39,0.257,4.67,0,6,0,0,121,8,15,0,1,1 +burneaj01,2015,1,PIT,NL,9,7,26,26,0,0,0,492,174,58,11,49,143,0.275,3.18,2,6,11,1,699,0,64,2,4,18 +butleed01,2015,1,COL,NL,3,10,16,16,1,0,0,238,102,52,13,42,44,0.322,5.90,4,0,4,0,370,0,57,6,1,13 +cabrace01,2015,1,BAL,AL,0,0,2,0,0,0,0,3,0,0,0,1,1,0.000,0.00,0,0,0,0,3,2,0,0,0,1 +cahiltr01,2015,1,ATL,NL,0,3,15,3,0,0,0,79,36,22,2,11,14,0.330,7.52,1,1,1,0,124,6,23,2,1,4 +cahiltr01,2015,2,CHN,NL,1,0,11,0,0,0,0,51,8,4,2,5,22,0.143,2.12,0,1,1,0,63,0,4,1,0,1 +cainma01,2015,1,SFN,NL,2,4,13,11,0,0,0,182,71,39,12,20,41,0.293,5.79,0,1,4,0,271,0,39,1,4,6 +caminar01,2015,1,PIT,NL,5,1,73,0,0,0,0,224,63,30,7,29,73,0.224,3.62,2,6,6,1,318,19,31,1,1,5 +campole01,2015,1,SDN,NL,0,0,1,0,0,0,0,3,1,1,0,1,1,0.250,9.00,0,0,0,0,5,0,1,0,0,0 +cappsca01,2015,1,MIA,NL,1,0,30,0,0,0,0,93,18,4,2,7,58,0.168,1.16,0,2,2,0,118,8,5,1,1,2 +capuach01,2015,1,NYA,AL,0,4,22,4,0,0,0,122,52,36,6,22,38,0.310,7.97,1,0,3,0,196,7,38,2,1,2 +carlybu01,2015,1,NYN,NL,1,0,11,0,0,0,1,24,8,5,0,1,6,0.276,5.63,0,1,0,0,32,1,5,0,2,1 +carmofa01,2015,1,HOU,AL,3,5,20,11,0,0,0,254,90,41,9,26,42,0.275,4.36,2,1,1,0,357,6,48,0,3,9 +carpeda01,2015,1,NYA,AL,0,1,22,0,0,0,0,56,20,10,3,7,11,0.286,4.82,1,0,1,0,82,2,11,3,1,2 +carpeda01,2015,2,WAS,NL,0,0,8,0,0,0,0,18,5,1,1,2,4,0.217,1.50,0,1,0,0,25,3,1,0,0,0 +carpeda02,2015,1,ATL,NL,0,0,4,0,0,0,0,11,6,3,2,0,5,0.353,7.36,0,0,0,0,17,1,3,0,0,0 +carraca01,2015,1,CLE,AL,14,12,30,30,3,1,0,551,154,74,18,43,216,0.228,3.63,2,5,5,0,730,0,75,1,6,17 +carrosc02,2015,1,CHA,AL,1,1,18,0,0,0,0,110,40,14,2,13,27,0.280,3.44,2,4,3,0,162,8,19,1,2,3 +cashnan01,2015,1,SDN,NL,6,16,31,31,0,0,0,554,200,89,19,66,165,0.279,4.34,2,3,6,0,804,0,111,8,6,17 +castran01,2015,1,OAK,AL,0,1,5,0,0,0,0,12,8,1,1,3,4,0.444,2.25,0,0,0,0,22,3,1,1,0,0 +castrmi01,2015,1,TOR,AL,0,2,13,0,0,0,4,37,15,6,2,6,12,0.306,4.38,2,2,0,1,57,9,7,0,2,1 +castrmi01,2015,2,COL,NL,0,1,5,0,0,0,0,16,6,6,2,4,6,0.273,10.13,0,0,0,0,26,3,6,0,0,0 +castrsi01,2015,1,COL,NL,2,0,11,0,0,0,0,31,11,7,0,5,9,0.282,6.10,0,0,1,0,47,2,7,2,0,1 +cecilbr01,2015,1,TOR,AL,5,5,63,0,0,0,5,163,39,15,4,13,70,0.197,2.48,3,4,2,0,214,24,17,1,0,3 +cedenxa01,2015,1,WAS,NL,0,0,5,0,0,0,0,9,3,2,1,2,4,0.250,6.00,0,2,1,0,15,1,2,0,0,0 +cedenxa01,2015,2,TBA,AL,4,1,61,0,0,0,1,129,37,10,3,12,43,0.230,2.09,2,4,1,0,174,9,11,0,0,5 +chacijh01,2015,1,ARI,NL,2,1,5,4,0,0,0,80,24,10,4,10,21,0.240,3.38,0,0,0,0,111,0,11,1,0,2 +chafian01,2015,1,ARI,NL,5,1,66,0,0,0,2,225,56,23,3,30,58,0.207,2.76,6,2,1,0,306,6,23,3,2,5 +chambjo03,2015,1,DET,AL,0,2,30,0,0,0,0,66,32,10,5,5,15,0.340,4.09,0,1,1,0,101,10,15,1,0,2 +chambjo03,2015,2,KCA,AL,0,0,6,0,0,0,0,17,6,5,1,4,8,0.261,7.94,0,1,0,0,27,5,5,0,0,0 +chapmar01,2015,1,CIN,NL,4,4,65,0,0,0,33,199,43,12,3,33,116,0.181,1.63,1,7,5,0,278,54,13,0,2,0 +chapmke02,2015,1,HOU,AL,0,0,3,0,0,0,0,16,4,2,1,3,8,0.211,3.38,0,0,0,0,22,0,2,0,0,0 +chaveje01,2015,1,OAK,AL,7,15,30,26,0,0,1,471,164,73,18,48,136,0.268,4.18,2,3,2,0,672,3,78,4,6,12 +chenbr01,2015,1,CLE,AL,0,1,2,2,0,0,0,19,17,9,3,1,4,0.500,12.79,1,0,0,0,35,0,9,0,0,1 +chenwe02,2015,1,BAL,AL,11,8,31,31,0,0,0,574,192,71,28,41,153,0.262,3.34,0,3,5,0,792,0,78,5,8,15 +choatra01,2015,1,SLN,NL,1,0,71,0,0,0,1,82,29,12,2,5,22,0.279,3.95,0,1,6,0,117,4,14,1,1,4 +cingrto01,2015,1,CIN,NL,0,3,35,1,0,0,0,100,31,21,3,25,39,0.250,5.67,3,2,3,1,155,7,21,1,2,3 +cishest01,2015,1,MIA,NL,2,6,32,0,0,0,3,96,37,16,2,14,28,0.291,4.50,3,0,0,0,144,15,19,1,2,3 +cishest01,2015,2,SLN,NL,0,0,27,0,0,0,1,70,18,6,2,13,20,0.212,2.31,0,1,1,0,99,8,7,0,0,4 +claudal01,2015,1,TEX,AL,1,1,18,0,0,0,0,47,12,5,4,6,13,0.211,2.87,2,1,1,0,66,6,6,0,2,1 +clippty01,2015,1,OAK,AL,1,3,37,0,0,0,17,116,25,12,3,21,38,0.175,2.79,1,1,2,0,167,30,12,0,1,0 +clippty01,2015,2,NYN,NL,4,1,32,0,0,0,2,97,24,11,5,10,26,0.200,3.06,1,5,2,0,134,6,13,1,1,2 +cokeph01,2015,1,CHN,NL,0,0,16,0,0,0,0,30,14,7,1,3,9,0.341,6.30,2,0,0,0,45,2,7,0,1,2 +cokeph01,2015,2,TOR,AL,0,0,2,0,0,0,0,8,1,1,1,2,3,0.111,3.38,0,0,0,0,11,1,1,0,0,0 +coleaj01,2015,1,WAS,NL,0,0,3,1,0,0,1,28,14,6,1,1,9,0.341,5.79,1,1,0,0,44,1,11,1,1,0 +colege01,2015,1,PIT,NL,19,8,32,32,0,0,0,624,183,60,11,44,202,0.239,2.60,1,7,10,0,832,0,71,7,6,22 +colemlo01,2015,1,KCA,AL,1,0,4,0,0,0,0,9,1,0,0,2,1,0.111,0.00,0,0,0,0,11,2,0,0,0,1 +collmjo01,2015,1,ARI,NL,4,6,44,12,1,1,1,363,129,51,18,24,63,0.277,3.79,2,1,1,0,499,19,53,2,6,8 +colomal01,2015,1,TBA,AL,8,5,43,13,0,0,0,329,112,48,9,31,88,0.271,3.94,4,8,4,0,457,5,50,2,7,8 +colonba01,2015,1,NYN,NL,14,13,33,31,1,1,0,584,217,90,25,24,136,0.281,4.16,5,0,4,0,815,1,94,9,7,16 +conlead01,2015,1,MIA,NL,4,1,15,11,0,0,0,201,65,28,7,21,59,0.258,3.76,1,0,3,0,281,1,28,1,4,7 +contrca01,2015,1,CIN,NL,0,0,22,0,0,0,0,84,22,15,3,20,19,0.214,4.82,0,3,1,0,125,8,16,1,0,3 +cookry01,2015,1,OAK,AL,0,2,4,0,0,0,0,13,7,5,0,3,3,0.350,10.38,0,0,0,0,23,0,5,0,0,0 +cookry01,2015,2,BOS,AL,0,0,5,0,0,0,0,13,13,13,4,4,3,0.481,27.00,0,1,0,0,31,1,14,0,0,0 +cooneti01,2015,1,SLN,NL,1,0,6,6,0,0,0,94,28,11,3,10,29,0.241,3.16,2,1,1,0,130,0,12,3,0,1 +copelsc01,2015,1,TOR,AL,1,1,5,3,0,0,0,46,24,11,1,2,6,0.369,6.46,0,0,0,0,69,2,11,1,1,2 +corbipa01,2015,1,ARI,NL,6,5,16,16,0,0,0,255,91,34,9,17,78,0.272,3.60,0,4,2,0,357,0,34,2,1,7 +cordier01,2015,1,MIA,NL,0,0,8,0,0,0,0,37,13,8,1,6,7,0.271,5.84,1,0,1,1,56,0,8,0,1,1 +cornejo01,2015,1,ATL,NL,0,0,1,0,0,0,0,3,3,4,1,1,1,0.500,36.00,0,0,0,0,7,1,4,0,0,0 +correke01,2015,1,PHI,NL,0,3,5,5,0,0,0,70,37,17,4,8,14,0.363,6.56,0,0,0,0,114,0,23,2,2,1 +cosarja01,2015,1,MIA,NL,2,5,14,13,0,0,0,209,63,35,10,33,47,0.243,4.52,1,7,1,0,296,0,35,2,1,6 +cothaca01,2015,1,NYA,AL,1,0,12,0,0,0,0,29,14,7,4,1,11,0.326,6.52,0,0,0,0,45,4,7,1,0,0 +cottsne01,2015,1,MIL,NL,1,0,51,0,0,0,0,149,44,18,9,17,49,0.239,3.26,2,2,3,0,209,9,18,3,1,5 +cottsne01,2015,2,MIN,AL,0,0,17,0,0,0,0,41,14,6,3,5,9,0.264,3.95,0,0,1,0,60,1,8,0,1,0 +couloda01,2015,1,LAN,NL,0,0,5,0,0,0,0,25,9,7,0,6,7,0.265,7.56,0,1,0,0,40,3,7,0,0,0 +couloda01,2015,2,OAK,AL,0,0,9,0,0,0,0,23,8,3,0,3,4,0.276,3.52,0,1,0,0,32,1,3,0,0,2 +cravyty01,2015,1,MIL,NL,0,8,14,7,0,0,0,128,47,27,5,22,35,0.281,5.70,1,0,2,0,193,1,30,2,0,5 +crockky01,2015,1,CLE,AL,0,0,31,0,0,0,0,53,17,8,1,7,15,0.266,4.08,0,0,1,0,74,4,9,0,2,4 +cuetojo01,2015,1,CIN,NL,7,6,19,19,1,1,0,392,93,38,11,29,120,0.196,2.62,1,0,6,4,516,0,42,4,3,10 +cuetojo01,2015,2,KCA,AL,4,7,13,13,1,1,0,244,101,43,10,17,56,0.307,4.76,0,0,2,0,350,0,45,1,1,8 +cunnibr02,2015,1,ATL,NL,2,2,39,0,0,0,0,105,27,18,4,22,37,0.213,4.63,2,1,0,0,151,12,20,1,1,4 +danksjo01,2015,1,CHA,AL,7,15,30,30,2,1,0,533,195,93,24,56,124,0.281,4.71,1,8,3,1,768,0,104,8,6,15 +davieky01,2015,1,NYA,AL,0,0,1,0,0,0,0,7,3,0,0,0,2,0.300,0.00,0,0,0,0,10,1,0,0,0,1 +davieza01,2015,1,MIL,NL,3,2,6,6,0,0,0,102,26,14,2,15,24,0.211,3.71,0,0,0,0,139,0,14,1,0,2 +davisik02,2015,1,OAK,AL,0,0,2,0,0,0,0,6,1,0,0,1,1,0.143,0.00,0,0,0,0,8,2,0,0,0,0 +daviswa01,2015,1,KCA,AL,8,1,69,0,0,0,17,202,33,7,3,20,78,0.144,0.94,1,1,0,0,251,24,8,0,2,4 +deckeja01,2015,1,PIT,NL,0,0,1,0,0,0,0,3,2,0,0,0,0,0.400,0.00,0,0,0,0,5,1,0,0,0,0 +dedunsa01,2015,1,HOU,AL,0,1,9,2,0,0,1,63,24,16,3,9,17,0.293,6.86,0,3,3,0,96,4,16,1,1,3 +defraju01,2015,1,PHI,NL,0,2,61,0,0,0,0,240,92,49,9,32,68,0.291,5.51,2,7,5,0,362,16,52,4,5,5 +degroja01,2015,1,NYN,NL,14,8,30,30,0,0,0,573,149,54,16,38,205,0.215,2.54,2,6,2,0,751,0,59,10,7,8 +delabst01,2015,1,TOR,AL,2,0,31,0,0,0,1,88,28,17,5,14,30,0.250,5.22,1,6,1,0,129,12,19,1,1,1 +delarjo01,2015,1,COL,NL,9,7,26,26,1,0,0,447,137,69,17,65,134,0.247,4.17,3,6,3,2,635,0,73,4,8,18 +delarru01,2015,1,ARI,NL,14,9,32,32,0,0,0,566,193,98,32,63,150,0.265,4.67,3,2,4,2,809,0,103,8,5,18 +delgara01,2015,1,ARI,NL,8,4,64,1,0,0,1,216,63,26,7,33,73,0.234,3.25,2,7,1,0,308,13,28,2,2,7 +delosab01,2015,1,WAS,NL,0,0,2,0,0,0,0,5,2,1,1,1,3,0.286,5.40,0,0,0,0,8,2,1,0,0,0 +denorch01,2015,1,CHN,NL,0,0,1,0,0,0,0,1,0,0,0,0,0,0.000,0.00,0,0,0,0,1,1,0,0,0,0 +depaujo02,2015,1,NYA,AL,0,0,1,0,0,0,0,10,2,1,1,4,2,0.182,2.70,0,0,0,0,15,1,1,0,0,1 +desclan01,2015,1,CIN,NL,9,13,31,31,0,0,0,554,194,83,17,55,151,0.273,4.05,5,6,5,0,785,0,93,10,5,22 +despaod01,2015,1,SDN,NL,5,9,34,18,0,0,0,377,142,81,17,32,69,0.287,5.80,3,7,9,0,547,5,82,8,3,9 +detwiro01,2015,1,TEX,AL,0,5,17,7,0,0,0,129,62,34,9,20,28,0.343,7.12,0,3,3,0,208,4,37,1,3,2 +detwiro01,2015,2,ATL,NL,1,0,24,0,0,0,0,46,20,13,1,16,13,0.333,7.63,1,0,3,0,80,3,14,0,1,4 +diazja01,2015,1,COL,NL,0,1,21,0,0,0,0,57,16,5,2,6,18,0.222,2.37,0,0,0,0,78,5,6,0,0,0 +diazju03,2015,1,CIN,NL,2,1,61,0,0,0,1,181,58,28,9,18,70,0.253,4.18,3,5,3,1,255,16,29,3,2,3 +dickera01,2015,1,TOR,AL,11,11,33,33,2,0,0,643,195,93,25,61,126,0.244,3.91,1,9,11,2,884,0,97,3,11,18 +diekmja01,2015,1,PHI,NL,2,1,41,0,0,0,0,110,40,21,3,24,49,0.268,5.15,0,1,2,0,175,6,23,0,0,2 +diekmja01,2015,2,TEX,AL,0,0,26,0,0,0,0,65,13,5,2,7,20,0.169,2.08,0,1,1,0,85,1,5,0,0,3 +dominjo01,2015,1,TBA,AL,1,0,4,0,0,0,0,17,2,0,0,2,5,0.125,0.00,0,0,0,0,19,2,0,1,0,2 +doolise01,2015,1,OAK,AL,1,0,12,0,0,0,4,41,12,6,1,5,15,0.235,3.95,0,0,0,0,57,7,6,0,1,1 +doubrfe01,2015,1,TOR,AL,1,1,5,4,0,0,0,68,32,12,1,5,13,0.340,4.76,1,1,1,0,101,0,15,0,1,5 +doubrfe01,2015,2,OAK,AL,2,2,11,8,0,0,1,158,55,34,9,21,43,0.278,5.81,0,2,0,0,227,2,35,4,4,2 +drabeky01,2015,1,CHA,AL,0,0,3,0,0,0,0,16,9,3,1,2,3,0.375,5.06,0,0,0,0,26,3,3,0,0,1 +drakeol01,2015,1,BAL,AL,0,0,13,0,0,0,0,47,16,5,1,9,17,0.262,2.87,0,3,0,0,72,5,7,0,2,0 +duensbr01,2015,1,MIN,AL,4,1,55,0,0,0,1,146,46,23,5,21,24,0.254,4.25,4,3,4,0,209,9,24,2,1,7 +duffety01,2015,1,MIN,AL,5,1,10,10,0,0,0,174,56,20,4,20,53,0.256,3.10,0,1,0,0,242,0,20,3,0,10 +duffyda01,2015,1,KCA,AL,7,8,30,24,0,0,1,410,137,62,15,53,102,0.264,4.08,0,11,9,0,588,1,64,3,5,17 +dukeza01,2015,1,CHA,AL,3,6,71,0,0,0,1,182,47,23,9,32,66,0.218,3.41,4,0,3,0,255,14,26,2,1,10 +dullry01,2015,1,OAK,AL,1,2,13,0,0,0,1,51,12,8,4,6,16,0.203,4.24,1,0,0,0,66,3,8,0,1,2 +dunnmi01,2015,1,MIA,NL,2,5,72,0,0,0,0,162,46,27,6,29,65,0.227,4.50,1,2,2,0,235,9,27,0,1,3 +dysonsa01,2015,1,MIA,NL,3,3,44,0,0,0,0,132,41,18,3,17,41,0.247,3.68,1,6,3,0,190,10,21,3,1,3 +dysonsa01,2015,2,TEX,AL,2,1,31,0,0,0,2,94,24,4,1,4,30,0.212,1.15,0,2,1,0,119,6,5,1,0,3 +edwarca01,2015,1,CHN,NL,0,0,5,0,0,0,0,14,3,2,0,3,4,0.188,3.86,0,0,0,0,19,3,3,0,0,1 +edwarjo02,2015,1,TEX,AL,0,0,11,0,0,0,0,18,6,4,1,8,6,0.273,6.00,0,1,0,0,31,2,4,0,1,1 +edwarjo02,2015,2,SDN,NL,0,0,11,0,0,0,0,32,6,4,3,8,16,0.171,3.38,0,1,0,0,44,5,4,0,1,0 +eickhje01,2015,1,PHI,NL,3,3,8,8,0,0,0,153,40,15,5,13,49,0.212,2.65,0,1,0,0,203,0,16,0,1,2 +eliasro01,2015,1,SEA,AL,5,8,22,20,0,0,0,346,106,53,15,44,97,0.245,4.14,1,1,9,1,490,0,57,1,4,11 +ellinbr02,2015,1,MIA,NL,2,1,23,0,0,0,0,75,17,8,1,13,18,0.193,2.88,2,1,2,0,105,9,10,0,2,3 +elmorja01,2015,1,TBA,AL,0,0,1,0,0,0,0,3,3,1,1,0,0,0.500,9.00,0,0,0,0,6,0,1,0,0,0 +eovalna01,2015,1,NYA,AL,14,3,27,27,0,0,0,463,175,72,10,49,121,0.285,4.20,0,8,3,0,673,0,72,3,3,14 +erlinro01,2015,1,SDN,NL,1,2,3,3,0,0,0,51,16,9,1,2,10,0.258,4.76,0,1,1,0,65,0,9,0,0,6 +estrama01,2015,1,TOR,AL,13,8,34,28,0,0,0,543,134,63,24,55,131,0.203,3.13,2,2,5,0,725,3,67,2,3,6 +evelada01,2015,1,ATL,NL,0,1,10,0,0,0,0,10,5,2,1,3,4,0.357,5.40,1,1,0,0,18,1,2,0,1,0 +familje01,2015,1,NYN,NL,2,2,76,0,0,0,43,234,59,16,6,19,86,0.207,1.85,1,4,2,0,308,65,16,1,1,6 +farmebu01,2015,1,DET,AL,0,4,14,5,0,0,0,121,53,33,10,17,24,0.323,7.36,2,1,3,0,186,0,35,1,1,6 +farquda01,2015,1,SEA,AL,1,8,43,0,0,0,1,153,53,29,9,17,48,0.266,5.12,2,1,1,1,219,10,33,1,1,6 +faulkan01,2015,1,TEX,AL,0,0,11,0,0,0,0,29,8,3,2,3,10,0.216,2.79,1,0,0,0,40,1,3,0,0,1 +feldmsc01,2015,1,HOU,AL,5,5,18,18,0,0,0,325,115,47,13,27,61,0.275,3.90,1,8,0,0,451,0,49,1,5,15 +felizmi01,2015,1,HOU,AL,0,0,5,0,0,0,0,24,9,7,2,4,7,0.273,7.88,0,0,1,1,38,5,7,0,0,0 +felizne01,2015,1,TEX,AL,1,2,18,0,0,0,6,59,24,10,2,9,16,0.293,4.58,3,2,0,0,91,12,10,0,0,1 +felizne01,2015,2,DET,AL,2,2,30,0,0,0,4,85,33,24,3,9,23,0.303,7.62,3,2,1,0,121,12,24,1,1,4 +fernajo02,2015,1,MIA,NL,6,1,11,11,0,0,0,194,61,21,4,14,79,0.249,2.92,0,2,2,0,265,0,21,0,4,6 +ferreje01,2015,1,DET,AL,0,0,9,0,0,0,0,34,12,8,3,4,6,0.267,6.35,0,0,0,0,50,2,8,0,1,1 +fieldjo03,2015,1,HOU,AL,4,1,54,0,0,0,0,152,39,20,2,19,67,0.210,3.55,3,1,1,0,209,19,20,2,1,0 +fienca01,2015,1,MIN,AL,4,6,62,0,0,0,0,190,61,25,6,8,41,0.250,3.55,0,0,0,0,257,6,26,2,3,1 +fiersmi01,2015,1,MIL,NL,5,9,21,21,0,0,0,354,117,51,14,43,121,0.259,3.89,5,6,5,0,509,0,57,3,6,7 +fiersmi01,2015,2,HOU,AL,2,1,10,9,1,1,0,187,45,23,10,21,59,0.197,3.32,0,2,1,0,252,0,26,0,2,1 +finnebr01,2015,1,KCA,AL,3,0,14,0,0,0,0,73,16,8,3,13,21,0.193,2.96,0,0,1,0,99,3,8,1,1,5 +finnebr01,2015,2,CIN,NL,2,2,6,4,0,0,0,71,21,11,5,8,24,0.239,4.18,0,0,0,0,98,0,11,2,0,1 +fistedo01,2015,1,WAS,NL,5,7,25,15,0,0,1,309,120,48,14,24,63,0.295,4.19,3,1,6,0,449,2,56,7,5,9 +flandyo01,2015,1,COL,NL,3,3,19,10,0,0,0,205,73,36,14,25,43,0.277,4.74,3,1,1,1,296,2,36,5,1,11 +floreke01,2015,1,MIA,NL,1,2,7,1,0,0,0,38,16,7,0,4,9,0.314,4.97,1,0,1,0,57,3,8,0,1,2 +floydga01,2015,1,CLE,AL,0,0,7,0,0,0,0,40,11,4,0,4,7,0.220,2.70,0,1,1,0,55,2,4,0,0,1 +foltymi01,2015,1,ATL,NL,4,6,18,15,0,0,0,260,112,55,17,29,77,0.313,5.71,0,3,4,1,399,1,63,2,6,6 +francje01,2015,1,TOR,AL,1,2,14,0,0,0,0,66,27,15,3,9,21,0.300,6.14,0,2,1,0,100,5,16,0,0,3 +francje02,2015,1,PHI,NL,0,0,1,0,0,0,0,6,1,2,1,3,1,0.167,9.00,0,0,1,0,11,1,2,0,1,0 +frankni01,2015,1,TBA,AL,0,0,1,0,0,0,0,3,3,2,1,0,0,0.500,18.00,0,0,1,0,7,1,2,0,0,0 +frasoja01,2015,1,KCA,AL,1,0,26,0,0,0,0,70,24,4,1,15,18,0.276,1.54,2,2,0,0,104,10,5,1,1,4 +frasoja01,2015,2,ATL,NL,0,0,6,0,0,0,0,14,3,0,0,3,4,0.176,0.00,1,0,0,0,20,0,0,0,0,0 +freemsa01,2015,1,TEX,AL,0,0,54,0,0,0,0,115,31,13,4,25,40,0.218,3.05,0,0,3,0,171,10,13,0,1,2 +friasca01,2015,1,LAN,NL,5,5,17,13,0,0,0,233,88,35,7,26,43,0.297,4.06,1,3,3,0,333,1,38,4,4,11 +friedch01,2015,1,COL,NL,0,4,68,0,0,0,0,175,75,34,5,25,45,0.321,5.25,2,3,1,0,270,13,37,4,6,8 +frierer01,2015,1,TBA,AL,1,0,22,0,0,0,2,70,20,12,6,11,19,0.233,4.63,0,1,1,0,100,6,12,0,2,2 +fujikky01,2015,1,TEX,AL,0,0,2,0,0,0,0,5,2,3,1,0,1,0.286,16.20,0,0,1,0,8,0,3,0,0,0 +furbuch01,2015,1,SEA,AL,1,1,33,0,0,0,0,65,9,5,2,5,17,0.122,2.08,2,5,2,0,82,4,6,1,0,0 +gallayo01,2015,1,TEX,AL,13,11,33,33,0,0,0,553,193,70,15,68,121,0.268,3.42,0,10,1,0,793,0,76,1,3,18 +garcefr01,2015,1,SDN,NL,0,1,40,1,0,0,0,114,41,22,9,22,30,0.281,5.21,1,3,1,0,173,11,23,1,2,4 +garcija01,2015,1,SFN,NL,4,2,67,0,0,0,38,174,51,18,6,23,62,0.236,2.79,2,1,2,0,244,55,19,2,1,5 +garcija02,2015,1,SLN,NL,10,6,20,20,0,0,0,389,106,35,6,30,97,0.225,2.43,0,4,3,0,510,0,37,3,3,17 +garcija03,2015,1,BAL,AL,1,0,21,0,0,0,0,89,25,14,3,17,22,0.223,4.25,1,2,2,0,132,9,19,0,1,1 +garcile02,2015,1,CHA,AL,0,0,1,0,0,0,0,3,1,0,0,0,1,0.250,0.00,0,1,1,0,5,0,0,0,0,0 +garcilu03,2015,1,PHI,NL,4,6,72,0,0,0,2,200,72,26,4,37,63,0.275,3.51,8,6,0,1,304,14,28,3,2,9 +garciyi01,2015,1,LAN,NL,3,5,59,1,0,0,1,170,44,21,8,10,68,0.209,3.34,1,1,2,0,225,15,23,0,2,0 +garzama01,2015,1,MIL,NL,6,14,26,25,0,0,0,446,176,93,23,57,104,0.294,5.63,3,7,2,0,666,1,102,7,2,14 +gausmke01,2015,1,BAL,AL,4,7,25,17,0,0,0,337,109,53,17,29,103,0.251,4.25,1,7,2,0,470,1,56,2,3,2 +gearrco01,2015,1,SFN,NL,0,0,7,0,0,0,0,11,1,2,0,1,5,0.083,4.91,0,0,0,0,13,0,2,0,0,0 +geedi01,2015,1,NYN,NL,0,3,8,7,0,0,0,119,55,26,5,11,25,0.329,5.90,3,0,1,0,183,0,29,2,2,4 +geltzst01,2015,1,TBA,AL,2,6,70,2,0,0,2,202,45,28,8,26,61,0.189,3.74,3,4,2,0,269,12,31,2,0,5 +germego01,2015,1,CHN,NL,0,0,6,0,0,0,0,18,8,5,0,5,8,0.348,7.50,2,0,0,0,29,2,5,1,0,2 +germego01,2015,2,COL,NL,0,0,29,1,0,0,1,98,33,14,4,21,25,0.262,3.86,1,3,0,0,147,3,14,0,0,4 +gibsoky01,2015,1,MIN,AL,11,11,32,32,1,0,0,584,186,83,18,65,145,0.252,3.84,6,7,7,0,821,0,88,6,6,27 +gileske01,2015,1,PHI,NL,6,3,69,0,0,0,15,210,59,14,2,25,87,0.219,1.80,2,1,1,0,298,28,23,1,2,3 +gilmase01,2015,1,NYN,NL,3,2,50,1,0,0,0,172,50,17,2,18,54,0.236,2.67,5,1,2,0,235,13,17,2,1,6 +givenmy01,2015,1,BAL,AL,2,0,22,0,0,0,0,90,20,6,1,6,38,0.185,1.80,0,0,1,0,117,5,7,1,1,1 +godleza01,2015,1,ARI,NL,5,1,9,6,0,0,0,110,29,13,4,17,34,0.227,3.19,1,2,3,0,150,1,13,1,1,7 +goedder01,2015,1,NYN,NL,1,1,35,0,0,0,0,100,24,9,1,9,34,0.203,2.43,2,2,2,0,132,9,9,0,3,2 +goforda01,2015,1,MIL,NL,1,0,20,0,0,0,0,74,32,11,4,8,24,0.323,4.01,2,2,0,0,111,9,13,2,2,2 +gomesbr01,2015,1,TBA,AL,2,6,63,0,0,0,1,177,55,28,10,15,44,0.248,4.27,2,4,3,1,245,13,28,3,2,3 +gomesjo01,2015,1,ATL,NL,0,0,1,0,0,0,0,3,3,2,1,0,1,0.600,18.00,0,0,0,0,6,1,2,0,1,0 +gomezje01,2015,1,PHI,NL,2,3,65,0,0,0,0,224,82,25,4,17,50,0.278,3.01,4,3,2,0,319,21,28,1,4,6 +gonzach01,2015,1,TEX,AL,4,6,14,10,1,1,0,201,49,29,6,32,30,0.202,3.90,1,2,3,1,280,1,33,1,2,5 +gonzagi01,2015,1,WAS,NL,11,8,31,31,0,0,0,527,181,74,8,69,169,0.269,3.79,3,4,4,0,758,0,79,3,9,16 +gonzama02,2015,1,SLN,NL,0,0,1,1,0,0,0,8,7,4,1,1,1,0.500,13.50,0,0,0,0,16,0,4,0,1,0 +gonzami03,2015,1,BAL,AL,9,12,26,26,0,0,0,434,151,79,24,51,109,0.270,4.91,2,4,8,0,622,0,81,2,2,15 +gonzase01,2015,1,PHI,NL,3,3,7,7,0,0,0,92,44,27,5,7,28,0.346,7.92,0,0,4,1,143,0,27,1,4,1 +goodyni01,2015,1,NYA,AL,0,0,7,0,0,0,0,17,6,3,0,3,3,0.273,4.76,0,0,1,0,26,5,3,0,0,1 +gorzeto01,2015,1,DET,AL,2,2,48,0,0,0,0,118,45,26,4,23,36,0.292,5.95,2,1,2,0,181,14,28,2,0,3 +gotttr01,2015,1,LAA,AL,4,2,48,0,0,0,0,143,43,16,2,16,27,0.242,3.02,3,1,3,0,202,7,18,2,3,3 +gracema02,2015,1,WAS,NL,2,1,26,0,0,0,0,51,26,8,0,8,14,0.356,4.24,2,1,1,0,84,5,11,0,2,2 +grahajr01,2015,1,MIN,AL,1,1,39,1,0,0,0,191,73,35,10,21,53,0.287,4.95,0,5,4,1,283,19,41,2,2,7 +graveke01,2015,1,OAK,AL,6,9,21,21,1,0,0,347,126,52,15,38,77,0.276,4.05,0,4,5,0,502,0,57,1,2,9 +grayjo02,2015,1,COL,NL,0,2,9,9,0,0,0,122,52,25,4,14,40,0.319,5.53,2,3,2,0,185,0,26,2,4,3 +grayso01,2015,1,OAK,AL,14,7,31,31,3,2,0,624,166,63,17,59,169,0.217,2.73,0,13,2,0,831,0,71,1,4,19 +greenni02,2015,1,SLN,NL,0,1,1,0,0,0,0,0,2,2,1,0,0,1.000,,0,0,0,0,2,1,2,0,0,0 +greensh02,2015,1,DET,AL,4,8,18,16,0,0,0,251,103,64,13,27,50,0.308,6.88,4,1,6,0,373,1,67,2,4,10 +gregelu01,2015,1,HOU,AL,7,3,64,0,0,0,31,183,48,21,5,10,59,0.213,3.10,2,1,2,0,239,53,24,2,0,6 +greggke01,2015,1,CIN,NL,0,2,11,0,0,0,0,32,13,12,3,5,14,0.289,10.13,0,1,0,0,51,2,12,1,0,0 +greinza01,2015,1,LAN,NL,19,3,32,32,1,0,0,668,148,41,14,40,200,0.187,1.66,1,7,5,0,843,0,43,6,2,15 +grillja01,2015,1,ATL,NL,3,4,36,0,0,0,24,101,28,11,2,10,45,0.217,2.94,1,2,0,0,140,29,13,0,1,0 +grimmju01,2015,1,CHN,NL,3,5,62,0,0,0,3,149,31,11,4,26,67,0.178,1.99,1,8,1,0,204,11,18,0,3,4 +guaipma01,2015,1,SEA,AL,0,3,21,0,0,0,0,80,34,16,5,13,22,0.330,5.40,1,1,3,0,121,2,19,1,1,4 +guerrde01,2015,1,PIT,NL,2,0,10,0,0,0,0,50,26,12,5,3,17,0.371,6.48,0,2,1,0,74,4,12,0,0,2 +guerrja01,2015,1,CHA,AL,0,0,3,0,0,0,0,5,2,0,0,1,0,0.333,0.00,0,0,0,0,7,0,0,0,0,1 +guerrju02,2015,1,CHA,AL,0,0,3,0,0,0,0,12,7,3,1,1,3,0.412,6.75,1,1,0,0,18,3,3,0,0,0 +guilmpr01,2015,1,TBA,AL,0,0,3,0,0,0,0,16,5,3,1,2,5,0.250,5.06,0,0,0,0,23,2,3,0,1,0 +guilmpr01,2015,2,MIL,NL,0,0,2,0,0,0,0,6,4,6,1,2,1,0.444,27.00,0,0,0,0,12,1,6,0,1,0 +gurkaja01,2015,1,COL,NL,0,0,9,0,0,0,0,23,16,8,1,2,7,0.432,9.39,0,0,0,0,39,4,8,0,0,0 +guthrje01,2015,1,KCA,AL,8,8,30,24,0,0,0,445,186,98,29,44,84,0.310,5.95,1,4,9,0,664,4,101,5,6,7 +hagadni01,2015,1,CLE,AL,0,1,36,0,0,0,0,82,30,13,3,12,28,0.273,4.28,1,2,0,0,124,6,16,1,1,2 +hahnje01,2015,1,OAK,AL,6,6,16,16,1,1,0,290,88,36,5,25,64,0.238,3.35,1,7,8,0,406,0,46,1,2,15 +haleda02,2015,1,COL,NL,5,5,17,12,0,0,0,235,95,53,14,20,61,0.298,6.09,2,11,2,0,346,0,56,3,2,6 +hallco01,2015,1,SFN,NL,0,0,7,0,0,0,0,25,10,6,1,4,7,0.278,6.48,0,0,1,0,41,1,6,0,0,0 +hamelco01,2015,1,PHI,NL,6,7,20,20,1,1,0,386,113,52,12,39,137,0.233,3.64,3,7,6,2,537,0,53,5,1,6 +hamelco01,2015,2,TEX,AL,7,1,12,12,1,0,0,251,77,34,10,23,78,0.245,3.66,0,2,4,2,343,0,35,1,1,13 +hammeja01,2015,1,CHN,NL,10,7,31,31,0,0,0,512,158,71,23,40,172,0.242,3.74,4,10,6,0,710,0,79,4,6,13 +handbr01,2015,1,MIA,NL,4,7,38,12,0,0,0,280,107,55,9,32,67,0.292,5.30,1,2,3,0,408,7,55,5,2,12 +handdo01,2015,1,CIN,NL,0,0,1,0,0,0,0,9,2,0,0,1,3,0.182,0.00,0,0,1,0,13,0,0,0,0,0 +happja01,2015,1,SEA,AL,4,6,21,20,0,0,0,326,121,56,13,32,82,0.279,4.64,3,4,2,0,468,0,58,1,0,9 +happja01,2015,2,PIT,NL,7,2,11,11,0,0,0,190,52,13,3,13,69,0.221,1.85,1,2,0,0,249,0,13,1,0,5 +haranaa01,2015,1,PHI,NL,6,15,29,29,0,0,0,517,189,93,26,51,108,0.278,4.86,3,4,6,0,748,0,100,8,2,16 +hardybl01,2015,1,DET,AL,5,3,70,0,0,0,0,184,61,21,2,22,55,0.260,3.08,2,5,1,0,265,11,23,3,4,3 +harenda01,2015,1,MIA,NL,7,7,21,21,0,0,0,387,116,49,21,25,88,0.241,3.42,1,2,7,0,524,0,50,6,4,10 +harenda01,2015,2,CHN,NL,4,2,11,11,0,0,0,175,58,26,10,13,44,0.256,4.01,1,3,1,0,244,0,29,2,1,4 +harrima01,2015,1,TEX,AL,1,2,3,3,0,0,0,48,19,12,3,6,5,0.306,6.75,0,0,0,1,69,0,12,0,1,4 +harrimi03,2015,1,SLN,NL,2,1,26,0,0,0,0,81,30,11,4,13,15,0.278,3.67,0,2,0,0,122,7,14,1,0,2 +harriwi02,2015,1,HOU,AL,5,5,68,0,0,0,2,213,42,15,8,22,68,0.168,1.90,1,2,1,0,276,18,18,2,1,4 +harvema01,2015,1,NYN,NL,13,8,29,29,0,0,0,568,156,57,18,37,188,0.222,2.71,2,4,5,0,755,0,62,7,2,13 +hatchch02,2015,1,LAN,NL,3,5,49,0,0,0,4,117,35,16,4,13,45,0.238,3.69,2,3,3,0,166,12,19,2,1,4 +hatlema01,2015,1,SLN,NL,0,0,2,0,0,0,0,4,1,0,0,2,2,0.200,0.00,0,0,0,0,7,1,0,0,0,0 +hawkila01,2015,1,COL,NL,2,1,24,0,0,0,2,67,22,9,3,4,20,0.259,3.63,1,1,0,0,89,11,9,0,0,2 +hawkila01,2015,2,TOR,AL,1,0,18,0,0,0,1,49,22,5,1,3,14,0.319,2.76,0,0,0,0,73,5,7,1,0,2 +heanean01,2015,1,LAA,AL,6,4,18,18,0,0,0,317,99,41,9,28,78,0.248,3.49,1,4,6,0,438,0,41,1,3,10 +hellije01,2015,1,ARI,NL,9,12,27,27,0,0,0,438,151,75,22,43,121,0.264,4.62,3,5,6,0,636,0,79,8,6,9 +hembrhe01,2015,1,BOS,AL,2,0,22,0,0,0,0,76,25,10,5,9,15,0.258,3.55,2,1,0,0,106,9,10,0,0,3 +hendrky01,2015,1,CHN,NL,8,7,32,32,1,1,0,540,166,79,17,43,167,0.244,3.95,1,3,8,1,739,0,82,6,0,15 +hendrli01,2015,1,TOR,AL,5,0,58,0,0,0,0,194,59,21,3,11,71,0.240,2.92,1,4,2,0,261,14,23,0,2,3 +hernada01,2015,1,ARI,NL,1,5,40,0,0,0,0,101,33,16,6,11,33,0.256,4.28,0,1,3,0,144,7,18,1,0,3 +hernafe02,2015,1,SEA,AL,18,9,31,31,2,2,0,605,180,79,23,58,191,0.240,3.53,0,10,9,0,826,0,80,4,4,18 +herreke01,2015,1,KCA,AL,4,3,72,0,0,0,0,209,52,21,5,26,64,0.206,2.71,1,4,2,0,286,8,23,1,5,3 +hesslke01,2015,1,ARI,NL,0,1,18,0,0,0,0,37,16,11,4,4,12,0.302,8.03,1,1,0,0,57,1,11,0,0,0 +hestoch01,2015,1,SFN,NL,12,11,31,31,2,1,0,533,169,78,16,64,141,0.253,3.95,3,5,13,1,746,0,82,2,0,26 +hillri01,2015,1,BOS,AL,2,1,4,4,1,1,0,87,14,5,2,5,36,0.141,1.55,0,0,2,0,106,0,5,0,0,3 +hillta01,2015,1,WAS,NL,0,0,6,0,0,0,0,36,14,5,2,4,9,0.304,3.75,0,0,1,0,51,4,5,0,0,4 +hinojda01,2015,1,BOS,AL,0,0,1,0,0,0,0,5,0,0,0,3,2,0.000,0.00,0,0,1,0,9,1,0,0,0,0 +hinojda01,2015,2,PHI,NL,2,0,18,0,0,0,0,69,15,2,1,8,21,0.176,0.78,1,1,0,0,93,4,3,0,0,1 +hochelu01,2015,1,KCA,AL,1,1,49,0,0,0,1,152,49,21,7,16,49,0.250,3.73,0,3,1,0,214,16,23,0,1,2 +hollade01,2015,1,TEX,AL,4,3,10,10,1,1,0,176,59,32,11,17,41,0.269,4.91,2,1,5,0,245,0,32,3,1,9 +hollagr01,2015,1,KCA,AL,3,2,48,0,0,0,32,134,39,19,2,26,49,0.239,3.83,1,7,0,0,193,40,20,3,1,4 +holmbda01,2015,1,CIN,NL,1,4,6,6,0,0,0,85,36,24,10,16,15,0.321,7.62,0,1,2,0,136,0,24,4,2,3 +hoovejj01,2015,1,CIN,NL,8,2,67,0,0,0,1,193,44,21,7,31,52,0.196,2.94,1,3,2,0,264,12,24,5,2,6 +housead01,2015,1,MIL,NL,0,0,2,0,0,0,0,6,1,0,0,2,0,0.167,0.00,0,0,0,0,8,2,0,0,0,1 +housetj01,2015,1,CLE,AL,0,4,4,4,0,0,0,39,21,19,1,12,7,0.362,13.15,1,0,2,0,73,0,19,0,1,1 +howeljp01,2015,1,LAN,NL,6,1,65,0,0,0,1,132,47,7,3,14,39,0.272,1.43,1,3,2,1,190,18,9,0,1,6 +hudsoda01,2015,1,ARI,NL,4,3,64,1,0,0,4,203,64,29,7,25,71,0.245,3.86,2,5,0,0,290,13,34,1,3,2 +hudsoti01,2015,1,SFN,NL,8,9,24,22,0,0,0,371,134,61,13,37,64,0.282,4.44,1,4,7,0,525,0,62,2,3,19 +huffda01,2015,1,LAN,NL,0,0,3,1,0,0,0,18,11,6,2,1,4,0.407,9.00,0,0,1,0,30,1,6,1,0,0 +hugheja02,2015,1,PIT,NL,3,1,76,0,0,0,0,201,70,17,3,19,36,0.282,2.28,2,3,7,0,284,11,21,6,4,11 +hugheph01,2015,1,MIN,AL,11,9,27,25,1,0,0,466,184,76,29,16,94,0.293,4.40,0,1,2,0,651,1,76,1,3,11 +hunteto02,2015,1,BAL,AL,2,2,39,0,0,0,0,134,41,18,3,11,32,0.250,3.63,2,2,1,0,180,12,19,1,3,4 +hunteto02,2015,2,CHN,NL,2,0,19,0,0,0,1,47,20,10,4,3,15,0.303,5.74,0,0,0,0,69,5,10,0,0,1 +hutchdr01,2015,1,TOR,AL,13,5,30,28,1,1,0,451,179,93,22,44,129,0.297,5.57,0,7,11,0,664,0,103,0,6,15 +hynesco01,2015,1,TOR,AL,0,0,5,0,0,0,0,9,8,2,0,2,4,0.500,6.00,1,0,0,0,18,1,2,0,0,1 +ibarred01,2015,1,LAA,AL,0,0,2,0,0,0,0,12,4,1,0,3,3,0.250,2.25,0,1,0,0,19,1,1,0,0,0 +iglesra01,2015,1,CIN,NL,3,7,18,16,0,0,0,286,81,44,11,28,104,0.228,4.15,0,2,7,2,395,1,45,4,0,8 +iwakuhi01,2015,1,SEA,AL,9,5,20,20,1,1,0,389,117,51,18,21,111,0.240,3.54,1,1,1,0,516,0,53,4,3,9 +jacksed01,2015,1,CHN,NL,2,1,23,0,0,0,0,93,30,11,0,12,23,0.254,3.19,1,3,1,1,134,11,14,1,2,2 +jacksed01,2015,2,ATL,NL,2,2,24,0,0,0,1,74,14,8,4,9,17,0.167,2.92,0,2,0,0,94,7,11,0,1,3 +jacksja01,2015,1,SDN,NL,0,0,6,0,0,0,0,13,7,3,0,1,4,0.368,6.23,0,0,0,0,20,1,3,0,0,1 +jackslu01,2015,1,TEX,AL,0,0,7,0,0,0,0,19,5,3,1,2,6,0.200,4.26,0,1,0,0,27,4,3,0,0,0 +jaimeju01,2015,1,ATL,NL,0,1,2,0,0,0,0,4,0,1,0,4,1,0.000,6.75,1,0,0,0,8,1,1,1,0,0 +janseke01,2015,1,LAN,NL,2,1,54,0,0,0,36,157,33,14,6,8,80,0.176,2.41,0,0,2,0,200,50,14,0,2,0 +janssca01,2015,1,WAS,NL,2,5,48,0,0,0,0,120,38,22,5,8,27,0.248,4.95,3,1,1,0,166,12,22,3,1,2 +jeffrje01,2015,1,MIL,NL,5,0,72,0,0,0,0,204,64,20,5,22,67,0.249,2.65,5,4,3,2,285,8,22,3,0,12 +jenkich01,2015,1,TOR,AL,0,0,2,0,0,0,0,11,3,2,1,3,2,0.214,4.91,0,0,0,0,17,1,2,0,0,0 +jennida01,2015,1,CHA,AL,2,3,53,0,0,0,0,169,55,25,3,24,46,0.256,3.99,6,4,0,0,244,17,28,4,1,6 +jepseke01,2015,1,TBA,AL,2,5,46,0,0,0,5,125,34,13,4,20,34,0.227,2.81,1,2,0,0,176,6,15,1,5,3 +jepseke01,2015,2,MIN,AL,1,1,29,0,0,0,10,84,18,5,1,7,25,0.176,1.61,0,3,0,0,109,17,5,0,0,1 +jimence01,2015,1,PHI,NL,0,0,3,0,0,0,0,10,1,0,0,0,4,0.100,0.00,0,0,0,0,10,2,0,0,0,1 +jimence01,2015,2,MIL,NL,0,0,16,0,0,0,0,59,16,8,2,8,21,0.219,3.66,0,0,0,0,81,2,8,0,0,2 +jimenub01,2015,1,BAL,AL,12,10,32,32,0,0,0,552,182,84,20,68,168,0.257,4.11,1,6,11,0,791,0,89,1,4,16 +johnsbr02,2015,1,BOS,AL,0,1,1,1,0,0,0,13,3,4,0,4,3,0.214,8.31,0,0,0,0,19,0,4,0,1,1 +johnser04,2015,1,CHA,AL,3,1,6,6,0,0,0,105,32,13,8,17,30,0.248,3.34,0,3,1,0,151,0,14,1,3,1 +johnsji04,2015,1,ATL,NL,2,3,49,0,0,0,9,144,45,12,2,14,33,0.256,2.25,2,2,1,0,196,13,14,3,2,9 +johnsji04,2015,2,LAN,NL,0,3,23,0,0,0,1,56,32,21,3,6,17,0.381,10.13,0,1,4,0,95,2,22,0,1,4 +johnsst02,2015,1,BAL,AL,0,0,6,0,0,0,0,16,8,6,2,5,3,0.333,10.13,0,1,0,0,29,2,6,0,0,1 +jonesga02,2015,1,NYA,AL,0,0,1,0,0,0,0,2,0,0,0,1,0,0.000,0.00,0,0,1,0,4,1,0,0,0,0 +jonesna01,2015,1,CHA,AL,2,2,19,0,0,0,0,57,12,7,5,6,27,0.188,3.32,0,0,0,0,72,3,7,2,0,2 +jordata01,2015,1,WAS,NL,0,2,4,1,0,0,0,51,20,10,0,6,11,0.290,5.29,0,1,0,0,77,0,10,1,1,1 +jungmta01,2015,1,MIL,NL,9,8,21,21,1,0,0,358,106,50,11,47,107,0.241,3.77,1,8,8,0,501,0,55,2,5,9 +kahnlto01,2015,1,COL,NL,0,1,36,0,0,0,2,100,31,18,3,28,39,0.250,4.86,1,3,0,0,155,8,22,1,2,4 +karnsna01,2015,1,TBA,AL,7,5,27,26,0,0,0,441,132,60,19,56,145,0.239,3.67,1,15,5,0,621,0,62,3,4,8 +kazmisc01,2015,1,OAK,AL,5,5,18,18,0,0,0,329,84,29,7,35,101,0.213,2.38,0,2,3,2,440,0,35,3,4,13 +kazmisc01,2015,2,HOU,AL,2,6,13,13,0,0,0,220,78,34,13,24,54,0.270,4.17,0,3,6,0,323,0,42,2,2,4 +kelake01,2015,1,TEX,AL,7,5,68,0,0,0,1,181,52,16,4,18,68,0.232,2.39,0,6,0,1,243,11,18,1,0,8 +kellesh01,2015,1,SDN,NL,2,2,53,0,0,0,0,154,41,14,4,15,63,0.220,2.45,4,0,0,0,205,14,18,0,4,1 +kellyca01,2015,1,SDN,NL,0,2,3,2,0,0,0,34,19,10,1,3,7,0.365,7.94,0,0,1,0,56,1,13,0,0,1 +kellyjo05,2015,1,BOS,AL,10,6,25,25,0,0,0,403,145,72,15,49,110,0.276,4.82,0,9,6,0,587,0,76,0,5,12 +kellyry01,2015,1,ATL,NL,0,0,17,0,0,0,0,50,21,13,5,6,10,0.313,7.02,0,0,0,0,74,8,14,1,0,3 +kendrky01,2015,1,COL,NL,7,13,27,27,0,0,0,427,172,100,33,45,80,0.302,6.32,2,4,7,0,629,0,102,5,2,13 +kenneia01,2015,1,SDN,NL,9,15,30,30,0,0,0,505,166,80,31,52,174,0.258,4.28,4,5,7,1,713,0,95,8,2,10 +kensilo01,2015,1,SEA,AL,2,1,19,0,0,0,0,46,12,10,2,7,13,0.214,5.87,0,2,0,0,64,4,10,0,1,1 +kershcl01,2015,1,LAN,NL,16,7,33,33,4,3,0,698,163,55,15,42,301,0.194,2.13,1,9,5,3,890,0,62,4,0,8 +keuchda01,2015,1,HOU,AL,20,8,33,33,3,2,0,696,185,64,17,51,216,0.217,2.48,0,9,2,0,911,0,68,1,3,21 +kimbrcr01,2015,1,SDN,NL,4,2,61,0,0,0,39,178,40,17,6,22,87,0.185,2.58,1,4,1,0,239,53,19,0,0,4 +kintzbr01,2015,1,MIL,NL,0,1,7,0,0,0,0,21,12,5,1,5,7,0.387,6.43,0,1,0,0,36,4,6,0,0,2 +kleinph01,2015,1,TEX,AL,1,0,11,2,0,0,0,52,23,13,4,10,12,0.303,6.75,0,1,0,0,86,3,15,0,0,1 +klubeco01,2015,1,CLE,AL,9,16,32,32,4,0,0,666,189,86,22,45,245,0.231,3.49,3,6,11,1,886,0,92,7,4,18 +knebeco01,2015,1,MIL,NL,0,0,48,0,0,0,0,151,44,18,8,17,58,0.232,3.22,1,1,2,0,209,15,18,0,0,3 +knudsgu01,2015,1,DET,AL,0,0,4,0,0,0,0,15,13,10,5,3,6,0.464,18.00,1,1,0,0,31,2,10,0,0,0 +koehlto01,2015,1,MIA,NL,11,14,32,31,0,0,0,562,180,85,22,77,137,0.255,4.08,3,2,6,0,800,0,96,6,5,24 +kohnmi01,2015,1,ATL,NL,0,0,6,0,0,0,0,14,0,0,0,6,4,0.000,0.00,0,0,0,0,19,1,0,0,0,1 +kontoge01,2015,1,SFN,NL,4,4,73,0,0,0,0,220,57,19,9,12,44,0.213,2.33,3,3,0,0,284,12,20,1,3,5 +krolia01,2015,1,DET,AL,2,3,33,0,0,0,0,84,31,18,4,17,26,0.287,5.79,1,0,2,0,129,6,19,2,0,5 +lackejo01,2015,1,SLN,NL,13,10,33,33,1,0,0,654,211,67,21,53,175,0.256,2.77,5,5,4,3,896,0,71,11,4,29 +laffeaa01,2015,1,COL,NL,1,0,3,0,0,0,0,22,8,3,1,3,3,0.296,3.68,1,0,1,0,33,0,3,2,0,0 +lafrobo01,2015,1,PIT,NL,0,0,11,0,0,0,0,24,5,1,1,1,8,0.179,1.13,0,0,0,0,29,4,1,0,0,1 +lambjo02,2015,1,CIN,NL,1,5,10,10,0,0,0,149,58,32,8,19,58,0.296,5.80,0,0,2,0,220,0,32,2,1,5 +larocad01,2015,1,CHA,AL,0,0,1,0,0,0,0,3,0,0,0,0,1,0.000,0.00,0,0,0,0,3,1,0,0,0,0 +latosma01,2015,1,MIA,NL,4,7,16,16,0,0,0,265,85,44,8,25,79,0.251,4.48,0,9,1,0,372,0,46,4,3,3 +latosma01,2015,2,LAN,NL,0,3,6,5,0,0,0,73,31,18,3,6,18,0.323,6.66,1,1,0,1,106,1,19,2,2,2 +latosma01,2015,3,LAA,AL,0,0,2,0,0,0,0,11,4,2,2,1,3,0.267,4.91,0,0,0,0,16,1,2,0,0,0 +layneto01,2015,1,BOS,AL,2,1,64,0,0,0,1,143,41,21,3,27,45,0.234,3.97,2,1,2,0,207,9,22,2,1,3 +lazora01,2015,1,MIA,NL,0,0,7,0,0,0,0,17,5,2,1,2,5,0.238,3.18,0,0,0,0,24,1,2,0,1,0 +leakemi01,2015,1,CIN,NL,9,5,21,21,1,0,0,410,123,54,14,34,90,0.240,3.56,4,3,2,1,556,0,55,6,2,13 +leakemi01,2015,2,SFN,NL,2,5,9,9,1,1,0,166,51,25,8,15,29,0.249,4.07,1,3,1,1,222,0,25,0,1,9 +leathja01,2015,1,NYN,NL,0,1,17,0,0,0,0,35,12,3,0,7,14,0.273,2.31,0,0,1,0,52,6,3,0,0,1 +lecursa01,2015,1,CIN,NL,0,2,19,0,0,0,0,60,16,7,2,7,15,0.216,3.15,0,0,0,0,83,1,9,1,1,1 +leech01,2015,1,CLE,AL,0,0,2,0,0,0,0,5,4,1,0,1,3,0.444,5.40,0,0,0,0,10,0,1,0,0,0 +leeza01,2015,1,LAN,NL,0,1,1,1,0,0,0,14,11,7,1,1,3,0.478,13.50,0,0,0,0,24,0,7,0,0,1 +leonar01,2015,1,OAK,AL,0,2,19,0,0,0,0,80,30,13,3,9,19,0.291,4.39,3,0,0,0,115,9,14,1,2,3 +leonedo01,2015,1,SEA,AL,0,4,10,0,0,0,0,34,11,8,1,9,7,0.244,6.35,2,2,0,0,54,5,9,0,0,0 +leonedo01,2015,2,ARI,NL,0,1,3,0,0,0,0,11,8,6,1,0,2,0.444,14.73,0,0,1,0,20,1,6,0,1,0 +lestejo01,2015,1,CHN,NL,11,12,32,32,1,0,0,615,183,76,16,47,207,0.240,3.34,0,8,7,0,828,0,83,5,4,13 +lewisco01,2015,1,TEX,AL,17,9,33,33,2,1,0,614,211,106,26,42,142,0.266,4.66,2,5,11,0,861,0,114,2,11,14 +liberad01,2015,1,LAN,NL,2,2,39,0,0,0,0,89,26,14,3,9,29,0.232,4.25,4,1,0,0,122,5,14,0,1,2 +linceti01,2015,1,SFN,NL,7,4,15,15,0,0,0,229,75,35,7,38,60,0.260,4.13,2,5,1,0,333,0,37,3,2,8 +lindgja01,2015,1,NYA,AL,0,0,7,0,0,0,0,21,5,4,3,4,8,0.208,5.14,0,0,0,0,29,2,4,0,1,1 +liriafr01,2015,1,PIT,NL,12,7,31,31,0,0,0,560,155,70,15,70,205,0.223,3.38,1,10,5,1,773,0,75,2,1,22 +lizra01,2015,1,PIT,NL,1,4,14,0,0,0,0,70,26,11,4,12,27,0.286,4.24,2,1,3,0,106,7,11,0,0,4 +lobstky01,2015,1,DET,AL,3,8,13,11,0,0,0,191,78,42,7,23,32,0.305,5.94,1,2,0,1,280,2,43,0,1,8 +lockeje01,2015,1,PIT,NL,8,11,30,30,0,0,0,505,179,84,15,60,129,0.274,4.49,4,5,7,0,736,0,95,7,8,13 +loewead01,2015,1,PHI,NL,1,0,20,0,0,0,0,58,20,15,3,17,22,0.282,6.98,1,5,3,0,93,7,15,1,1,3 +loganbo02,2015,1,COL,NL,0,3,60,0,0,0,0,106,40,17,3,17,44,0.280,4.33,1,3,5,0,168,12,17,1,2,1 +lohseky01,2015,1,MIL,NL,5,13,37,22,0,0,2,457,180,99,29,43,108,0.297,5.85,3,5,4,0,665,5,99,7,4,12 +lopezja02,2015,1,SFN,NL,1,0,77,0,0,0,0,118,19,7,1,16,26,0.145,1.60,3,1,0,0,147,14,8,0,0,6 +lopezjo02,2015,1,MIL,NL,1,1,2,2,0,0,0,30,14,6,0,5,10,0.350,5.40,0,1,1,0,46,0,6,0,0,4 +lorenmi01,2015,1,CIN,NL,4,9,27,21,0,0,0,340,131,68,18,57,83,0.292,5.40,6,4,6,0,515,1,70,2,1,7 +loupaa01,2015,1,TOR,AL,2,5,60,0,0,0,0,127,47,21,6,7,46,0.275,4.46,0,0,6,0,186,6,24,2,0,3 +lowema01,2015,1,SEA,AL,0,1,34,0,0,0,0,108,31,4,1,11,47,0.235,1.00,1,2,1,0,144,8,6,0,0,3 +lowema01,2015,2,TOR,AL,1,2,23,0,0,0,1,57,15,8,3,1,14,0.224,3.79,0,0,0,0,71,5,9,0,2,2 +luetglu01,2015,1,SEA,AL,0,0,1,0,0,0,0,7,0,0,0,2,2,0.000,0.00,0,0,0,0,8,1,0,0,0,0 +lylesjo01,2015,1,COL,NL,2,5,10,10,0,0,0,147,54,28,2,19,30,0.290,5.14,1,2,3,0,212,0,32,3,1,10 +lynnla01,2015,1,SLN,NL,12,11,31,31,0,0,0,526,172,59,13,68,167,0.258,3.03,5,2,5,0,751,0,66,9,2,16 +lyonsty01,2015,1,SLN,NL,3,1,17,8,0,0,0,180,59,25,12,15,60,0.252,3.75,0,4,1,0,255,1,29,3,2,4 +machije01,2015,1,SFN,NL,1,0,33,0,0,0,0,105,38,20,3,14,22,0.271,5.14,0,1,1,0,159,8,21,2,2,2 +machije01,2015,2,BOS,AL,1,0,26,0,0,0,4,69,21,13,5,8,20,0.236,5.09,0,2,0,0,98,9,14,0,1,1 +madsory01,2015,1,KCA,AL,1,2,68,0,0,0,3,190,47,15,5,14,58,0.205,2.13,1,1,2,0,248,12,17,0,3,4 +manesse01,2015,1,SLN,NL,4,2,76,0,0,0,3,190,77,30,7,13,46,0.307,4.26,4,2,1,0,270,13,35,4,1,11 +manshje01,2015,1,CLE,AL,1,0,32,0,0,0,0,118,20,4,1,10,33,0.155,0.92,0,0,1,0,144,7,4,0,4,5 +marcush01,2015,1,CLE,AL,3,2,7,6,0,0,0,105,32,21,9,11,30,0.246,5.40,3,2,1,0,142,1,21,0,0,2 +marimsu01,2015,1,ATL,NL,0,1,16,0,0,0,0,77,30,21,3,14,14,0.300,7.36,0,0,0,0,117,5,21,1,2,5 +mariomi01,2015,1,KCA,AL,0,0,2,0,0,0,0,9,2,1,1,2,1,0.200,3.00,0,0,0,0,12,1,1,0,0,0 +marksma01,2015,1,ATL,NL,0,3,31,0,0,0,0,70,22,13,2,16,21,0.247,5.01,2,3,1,0,108,4,16,0,2,2 +marquja01,2015,1,CIN,NL,3,4,9,9,0,0,0,142,64,34,10,14,37,0.330,6.46,2,3,1,0,216,0,37,3,4,3 +marshev01,2015,1,ARI,NL,0,2,13,0,0,0,0,40,20,9,3,5,7,0.357,6.08,1,1,0,0,61,4,9,0,0,3 +martica04,2015,1,SLN,NL,14,7,31,29,0,0,0,539,168,60,13,63,184,0.250,3.01,5,8,8,1,755,1,65,9,4,19 +martich02,2015,1,NYA,AL,0,2,24,0,0,0,1,62,28,13,2,6,18,0.304,5.66,1,3,1,0,99,8,13,0,0,0 +martico01,2015,1,ATL,NL,2,3,21,0,0,0,0,65,24,13,4,7,24,0.296,5.40,0,1,1,0,92,2,13,2,1,1 +martico01,2015,2,OAK,AL,0,2,4,2,0,0,0,27,16,14,4,5,3,0.381,14.00,0,1,1,0,49,2,14,0,1,0 +martini01,2015,1,TEX,AL,7,7,24,21,0,0,0,375,135,55,16,46,77,0.274,3.96,2,4,13,0,558,1,66,1,5,15 +martira04,2015,1,WAS,NL,2,0,13,0,0,0,0,37,12,7,4,5,25,0.245,5.11,0,0,1,0,56,5,9,0,1,0 +masseni01,2015,1,MIA,NL,0,0,8,0,0,0,0,29,12,2,0,1,6,0.324,1.86,0,1,1,0,41,2,3,0,2,2 +masseni01,2015,2,ATL,NL,2,2,20,0,0,0,0,46,18,11,3,8,12,0.286,6.46,3,3,1,0,72,3,12,0,0,2 +masteju01,2015,1,BOS,AL,4,2,18,9,0,0,0,178,68,37,7,27,49,0.289,5.61,0,7,10,1,273,4,38,0,1,5 +mateoma01,2015,1,SDN,NL,1,1,26,0,0,0,0,81,22,12,5,9,33,0.222,4.00,1,1,3,0,113,6,16,1,1,2 +matthry01,2015,1,LAA,AL,0,0,1,0,0,0,0,3,0,0,0,1,2,0.000,0.00,0,0,0,0,4,1,0,0,0,0 +matthry01,2015,2,CIN,NL,2,4,57,0,0,0,0,165,67,25,3,17,35,0.300,4.09,2,6,2,1,249,14,31,4,3,6 +matusbr01,2015,1,BAL,AL,1,4,58,0,0,0,0,147,38,16,5,20,56,0.211,2.94,3,2,3,0,206,16,18,2,1,4 +matzety01,2015,1,COL,NL,2,1,5,5,0,0,0,66,21,10,2,19,15,0.269,4.09,0,2,3,0,102,0,10,1,1,5 +matzst01,2015,1,NYN,NL,4,0,6,6,0,0,0,107,34,9,4,10,34,0.250,2.27,0,0,1,0,149,0,9,1,1,4 +maurebr01,2015,1,SDN,NL,7,4,53,0,0,0,0,153,39,17,3,15,39,0.209,3.00,1,1,1,0,206,10,19,1,2,3 +maytr01,2015,1,MIN,AL,8,9,48,16,0,0,0,344,127,51,11,26,110,0.279,4.00,2,4,4,0,492,9,53,3,4,5 +mazzavi01,2015,1,MIA,NL,0,0,10,0,0,0,0,36,15,5,0,6,6,0.319,3.75,1,0,0,0,55,5,6,0,2,0 +mazzoco01,2015,1,SDN,NL,0,0,8,0,0,0,0,26,23,20,2,5,8,0.489,20.77,0,0,0,0,53,4,22,0,1,1 +mcallza01,2015,1,CLE,AL,4,4,61,1,0,0,1,207,70,23,7,23,84,0.258,3.00,4,3,3,0,299,9,28,1,1,3 +mccarbr01,2015,1,LAN,NL,3,0,4,4,0,0,0,69,24,15,9,4,29,0.267,5.87,0,0,0,0,94,0,15,0,0,1 +mcculla02,2015,1,HOU,AL,6,7,22,22,1,0,0,377,106,45,10,43,129,0.226,3.22,2,8,5,1,520,0,49,0,3,11 +mcfartj01,2015,1,BAL,AL,2,2,30,0,0,0,0,121,52,22,4,18,26,0.306,4.91,5,3,0,0,188,7,26,0,0,5 +mcgeeja01,2015,1,TBA,AL,1,2,39,0,0,0,6,112,27,10,3,8,48,0.197,2.41,1,1,1,0,147,6,11,0,1,1 +mcgousc01,2015,1,MIA,NL,0,0,6,0,0,0,0,20,12,7,0,4,4,0.387,9.45,0,0,0,0,35,3,7,0,0,1 +mcgowdu01,2015,1,PHI,NL,1,2,14,1,0,0,0,70,29,18,7,20,21,0.296,6.94,1,1,0,0,118,3,21,0,0,3 +mchugco01,2015,1,HOU,AL,19,7,32,32,0,0,0,611,207,88,19,53,171,0.263,3.89,2,5,9,0,859,0,89,5,4,12 +mckiran01,2015,1,ATL,NL,1,0,27,0,0,0,0,82,40,18,2,10,22,0.345,5.93,2,0,2,0,129,4,18,0,1,4 +medinyo01,2015,1,SEA,AL,1,0,12,0,0,0,1,36,11,4,1,7,9,0.234,3.00,0,1,0,0,54,3,5,0,0,1 +medinyo01,2015,2,CHN,NL,0,0,5,0,0,0,0,27,12,7,1,4,7,0.308,7.00,0,0,0,0,43,2,7,0,0,0 +medlekr01,2015,1,KCA,AL,6,2,15,8,0,0,0,175,56,26,6,18,40,0.252,4.01,0,3,2,0,243,2,30,0,1,4 +mejiaje01,2015,1,NYN,NL,1,0,7,0,0,0,0,22,4,0,0,2,7,0.167,0.00,1,0,0,0,27,1,0,1,0,1 +melanma01,2015,1,PIT,NL,3,2,78,0,0,0,51,230,57,19,4,14,62,0.207,2.23,2,3,2,0,293,63,22,1,1,10 +mendero01,2015,1,TEX,AL,0,1,12,0,0,0,0,35,11,7,1,7,9,0.268,5.40,1,0,1,0,49,5,7,0,0,2 +mendero01,2015,2,BOS,AL,0,0,3,0,0,0,0,6,3,1,1,1,1,0.375,4.50,0,0,0,0,9,2,1,0,0,1 +meyeral01,2015,1,MIN,AL,0,0,2,0,0,0,0,8,4,5,2,3,3,0.364,16.88,0,0,0,0,15,0,5,1,0,0 +mileywa01,2015,1,BOS,AL,11,11,32,32,1,0,0,581,201,96,17,64,147,0.265,4.46,0,10,4,1,831,0,98,3,2,13 +millean01,2015,1,NYA,AL,3,2,60,0,0,0,36,185,33,14,5,20,100,0.151,2.04,1,2,5,0,246,53,16,1,2,1 +milleju02,2015,1,COL,NL,3,3,34,0,0,0,1,100,21,15,2,11,38,0.178,4.05,0,2,0,0,129,9,15,0,0,1 +millesh01,2015,1,ATL,NL,6,17,33,33,2,2,0,616,183,69,13,73,171,0.238,3.02,8,5,6,2,860,0,82,8,4,17 +millsbr02,2015,1,OAK,AL,0,0,1,1,0,0,0,15,7,3,1,1,1,0.333,5.40,0,0,1,0,23,0,3,0,0,1 +milonto01,2015,1,MIN,AL,9,5,24,23,0,0,1,386,128,56,17,36,91,0.260,3.92,1,3,1,0,543,1,64,6,7,7 +mitchbr01,2015,1,NYA,AL,0,2,20,2,0,0,1,89,37,21,4,16,29,0.296,6.37,1,6,2,0,143,8,24,0,0,4 +montafr01,2015,1,CHA,AL,0,2,7,2,0,0,0,45,14,8,1,9,20,0.246,4.80,1,0,0,0,66,2,8,0,0,1 +montera01,2015,1,NYN,NL,0,1,5,1,0,0,0,30,9,5,0,5,13,0.225,4.50,3,0,0,0,46,1,6,1,0,0 +montgmi01,2015,1,SEA,AL,4,6,16,16,2,2,0,270,92,46,11,37,64,0.261,4.60,1,10,4,0,395,0,49,0,0,12 +moorema02,2015,1,TBA,AL,3,4,12,12,0,0,0,189,74,38,9,23,46,0.298,5.43,1,6,4,0,278,0,40,0,3,8 +moorety01,2015,1,WAS,NL,0,0,1,0,0,0,0,2,0,0,0,0,0,0.000,0.00,0,0,1,0,3,1,0,0,0,0 +moralfr01,2015,1,KCA,AL,4,2,67,0,0,0,0,187,58,22,4,14,41,0.246,3.18,0,6,4,2,258,12,24,2,2,6 +morendi01,2015,1,NYA,AL,1,0,4,0,0,0,0,31,9,6,1,3,8,0.225,5.23,0,1,2,0,45,1,6,0,0,0 +morgaad01,2015,1,PHI,NL,5,7,15,15,0,0,0,253,88,42,14,17,49,0.269,4.48,0,2,4,1,352,0,45,1,3,6 +morinmi01,2015,1,LAA,AL,4,2,47,0,0,0,1,106,36,25,3,9,41,0.265,6.37,2,0,2,0,151,10,28,2,2,1 +morriak01,2015,1,NYN,NL,0,0,1,0,0,0,0,2,3,5,1,3,0,0.600,67.50,0,0,0,0,8,0,5,0,0,0 +morribr01,2015,1,MIA,NL,5,4,67,0,0,0,0,189,67,22,3,26,47,0.275,3.14,0,2,3,0,277,18,26,4,0,11 +morrobr01,2015,1,SDN,NL,2,0,5,5,0,0,0,99,29,10,3,7,23,0.248,2.73,0,0,0,0,126,0,10,1,1,5 +mortoch02,2015,1,PIT,NL,9,9,23,23,0,0,0,387,137,69,13,41,96,0.271,4.81,6,2,12,1,563,0,77,4,0,19 +moscojo01,2015,1,CIN,NL,1,1,3,3,0,0,0,35,11,6,2,5,6,0.250,4.63,0,1,0,0,50,0,6,0,1,0 +motteja01,2015,1,CHN,NL,8,1,57,0,0,0,6,145,48,21,4,11,34,0.255,3.91,5,2,2,0,206,18,21,3,2,0 +moylape01,2015,1,ATL,NL,1,0,22,0,0,0,0,31,12,4,1,0,8,0.273,3.48,0,0,0,1,44,2,5,0,0,2 +mujiced01,2015,1,BOS,AL,1,1,11,0,0,0,0,41,15,7,3,3,8,0.294,4.61,0,0,1,2,56,4,7,1,0,4 +mujiced01,2015,2,OAK,AL,2,4,38,0,0,0,1,101,37,18,7,4,22,0.280,4.81,2,1,0,1,138,9,21,1,1,6 +muratto01,2015,1,CLE,AL,0,1,1,1,0,0,0,10,4,3,2,1,2,0.267,8.10,0,0,0,0,16,0,5,0,0,0 +murphda07,2015,1,CLE,AL,0,0,1,0,0,0,0,1,2,0,1,1,0,0.500,0.00,0,0,1,0,6,1,5,0,0,0 +murraco01,2015,1,PHI,NL,0,1,8,0,0,0,0,23,11,5,2,2,9,0.314,5.87,0,1,0,0,37,6,5,0,0,0 +narvech01,2015,1,MIA,NL,3,1,15,2,0,0,0,91,24,15,7,9,32,0.214,4.45,0,0,0,0,121,3,15,0,0,2 +nathajo01,2015,1,DET,AL,0,0,1,0,0,0,1,1,0,0,0,0,1,0.000,0.00,0,0,0,0,1,1,0,0,0,0 +nelsoji02,2015,1,MIL,NL,11,13,30,30,0,0,0,532,163,81,18,65,148,0.246,4.11,4,11,13,1,752,0,89,4,7,18 +nerishe01,2015,1,PHI,NL,2,2,32,0,0,0,0,121,38,17,8,10,41,0.245,3.79,0,3,4,0,170,8,19,1,0,3 +nesbian01,2015,1,DET,AL,1,1,24,0,0,0,0,65,22,13,2,8,14,0.265,5.40,2,3,4,0,98,6,14,2,1,0 +neshepa01,2015,1,HOU,AL,3,6,66,0,0,0,1,164,49,22,8,12,51,0.240,3.62,1,1,2,0,223,8,25,4,1,3 +nicasju01,2015,1,LAN,NL,1,3,53,1,0,0,1,175,59,25,1,32,65,0.263,3.86,6,2,1,0,260,12,25,3,0,5 +nicolju01,2015,1,MIA,NL,5,4,12,12,0,0,0,222,72,33,8,20,23,0.267,4.01,2,2,3,0,301,0,33,5,3,12 +niesejo01,2015,1,NYN,NL,9,10,33,29,0,0,0,530,192,81,20,55,113,0.280,4.13,2,2,9,0,770,1,93,16,4,17 +noesihe01,2015,1,CHA,AL,0,4,10,5,0,0,0,98,41,25,7,17,22,0.301,6.89,1,3,1,1,154,4,26,0,0,4 +nolaaa01,2015,1,PHI,NL,6,2,13,13,0,0,0,233,74,31,11,19,68,0.251,3.59,1,0,2,0,318,0,31,1,1,5 +nolasri01,2015,1,MIN,AL,5,2,9,8,0,0,0,112,50,28,3,14,35,0.321,6.75,2,1,1,1,173,1,31,0,2,3 +nolinse01,2015,1,OAK,AL,1,2,6,6,0,0,0,87,35,17,4,12,15,0.302,5.28,0,3,0,1,134,0,19,1,5,2 +norribu01,2015,1,BAL,AL,2,9,18,11,0,0,0,199,84,52,14,25,50,0.309,7.06,0,0,3,0,305,2,57,3,2,5 +norribu01,2015,2,SDN,NL,1,2,20,0,0,0,0,50,16,10,1,6,21,0.246,5.40,0,2,1,0,72,5,11,0,0,0 +norrida01,2015,1,TOR,AL,1,1,5,5,0,0,0,70,23,10,3,12,18,0.267,3.86,0,2,2,0,103,0,11,1,2,0 +norrida01,2015,2,DET,AL,2,1,8,8,0,0,0,110,30,15,6,7,27,0.216,3.68,0,1,0,0,148,0,20,0,2,3 +novaiv01,2015,1,NYA,AL,6,11,17,17,0,0,0,282,99,53,13,33,63,0.269,5.07,0,5,7,0,413,0,54,3,2,7 +nunovi01,2015,1,ARI,NL,0,1,3,0,0,0,0,43,10,3,1,5,19,0.189,1.88,1,0,0,1,58,1,3,0,0,0 +nunovi01,2015,2,SEA,AL,1,4,32,10,0,0,0,224,80,34,14,17,62,0.278,4.10,1,3,5,1,318,7,35,1,7,7 +obergsc01,2015,1,COL,NL,3,4,64,0,0,0,1,175,58,33,10,31,44,0.266,5.09,2,6,6,1,259,11,35,3,1,8 +oberhbr01,2015,1,HOU,AL,2,2,8,8,0,0,0,115,44,19,4,17,27,0.293,4.46,0,2,1,0,171,0,21,1,2,5 +odayda01,2015,1,BAL,AL,6,2,68,0,0,0,6,196,47,11,5,14,82,0.198,1.52,1,0,5,0,257,19,13,0,1,5 +odorija01,2015,1,TBA,AL,9,9,28,28,0,0,0,508,149,63,18,46,150,0.231,3.35,0,5,3,1,700,0,65,4,3,8 +oflaher01,2015,1,OAK,AL,1,2,25,0,0,0,0,64,29,14,1,13,15,0.312,5.91,1,0,0,0,108,5,17,2,0,2 +oflaher01,2015,2,NYN,NL,0,0,16,0,0,0,0,26,18,13,1,5,6,0.409,13.50,1,1,2,0,51,3,13,0,0,0 +ogandal01,2015,1,BOS,AL,3,1,64,0,0,0,0,196,59,29,12,28,53,0.242,3.99,2,1,3,2,277,16,29,0,2,5 +ogandne01,2015,1,PHI,NL,0,0,4,0,0,0,0,12,7,4,0,2,2,0.368,9.00,0,0,0,0,21,1,5,0,0,0 +ohlenro01,2015,1,TEX,AL,3,1,21,0,0,0,1,58,21,8,4,7,19,0.273,3.72,2,0,0,0,85,6,8,0,1,0 +olmosed01,2015,1,SEA,AL,1,0,6,2,0,0,0,42,16,7,1,8,4,0.281,4.50,1,1,1,0,67,1,8,0,1,3 +olsonty01,2015,1,SEA,AL,1,1,11,0,0,0,0,40,18,8,2,10,8,0.346,5.40,7,0,1,1,65,4,8,2,0,3 +orourry01,2015,1,MIN,AL,0,0,28,0,0,0,0,66,16,15,3,15,24,0.200,6.14,2,2,0,0,97,7,15,1,1,0 +osichjo01,2015,1,SFN,NL,2,0,35,0,0,0,0,86,24,7,4,8,27,0.218,2.20,0,2,0,0,120,6,12,1,1,1 +osullse01,2015,1,PHI,NL,1,6,13,13,0,0,0,213,94,48,16,20,35,0.322,6.08,5,3,6,0,328,0,49,4,5,7 +osunaro01,2015,1,TOR,AL,1,6,68,0,0,0,20,209,48,20,7,16,75,0.191,2.58,2,5,1,0,271,39,21,1,2,3 +oteroda01,2015,1,OAK,AL,2,4,41,0,0,0,0,140,64,35,7,6,28,0.333,6.75,2,1,2,0,204,6,35,1,3,5 +ottavad01,2015,1,COL,NL,1,0,10,0,0,0,3,31,3,0,0,2,13,0.094,0.00,0,0,1,0,35,5,0,0,0,2 +owenshe02,2015,1,BOS,AL,4,4,11,11,0,0,0,189,62,32,7,24,50,0.255,4.57,0,4,3,1,272,0,35,0,2,4 +papeljo01,2015,1,PHI,NL,2,1,37,0,0,0,17,119,31,7,3,8,40,0.211,1.59,1,0,4,0,161,34,9,1,0,3 +papeljo01,2015,2,WAS,NL,2,2,22,0,0,0,7,71,22,8,4,4,16,0.247,3.04,1,0,3,1,99,17,13,1,2,3 +parnebo01,2015,1,NYN,NL,2,4,30,0,0,0,1,72,30,17,0,17,13,0.323,6.38,1,4,0,0,112,8,20,1,1,7 +parrama01,2015,1,CIN,NL,1,2,40,0,0,0,0,97,32,14,2,6,23,0.264,3.90,1,1,0,0,130,5,15,1,2,3 +pattosp01,2015,1,TEX,AL,1,1,27,0,0,0,0,72,24,24,5,12,28,0.261,9.00,0,1,4,0,109,6,24,1,0,2 +paxtoja01,2015,1,SEA,AL,3,4,13,13,0,0,0,201,67,29,8,29,56,0.253,3.90,1,5,0,0,297,0,34,0,3,4 +pazosja01,2015,1,NYA,AL,0,0,11,0,0,0,0,15,3,0,0,3,3,0.176,0.00,0,1,0,0,21,1,0,1,0,0 +peacobr01,2015,1,HOU,AL,0,1,1,1,0,0,0,15,5,3,0,2,3,0.278,5.40,0,0,1,0,22,0,3,0,1,1 +peavyja01,2015,1,SFN,NL,8,6,19,19,0,0,0,332,99,44,12,25,78,0.239,3.58,1,2,2,1,448,0,45,5,1,7 +pelfrmi01,2015,1,MIN,AL,6,11,30,30,0,0,0,494,198,78,11,45,86,0.304,4.26,1,5,12,0,714,0,86,3,3,29 +penaar01,2015,1,MIL,NL,2,1,6,5,0,0,0,82,24,13,2,14,27,0.238,4.28,2,2,2,0,120,0,14,2,1,2 +peraljo01,2015,1,LAN,NL,3,1,33,0,0,0,3,87,28,14,6,8,24,0.248,4.34,1,1,0,0,121,7,14,0,0,1 +peralwi01,2015,1,MIL,NL,5,10,20,20,0,0,0,326,130,57,14,37,60,0.302,4.72,2,5,4,1,478,0,60,4,3,13 +perezma02,2015,1,TEX,AL,3,6,14,14,0,0,0,236,88,39,3,24,48,0.285,4.46,1,1,2,0,339,0,45,0,3,12 +perezol01,2015,1,ARI,NL,2,1,48,0,0,0,0,87,25,10,2,11,37,0.223,3.10,1,2,4,0,128,11,12,1,0,2 +perezol01,2015,2,HOU,AL,0,3,22,0,0,0,0,36,14,9,2,4,14,0.275,6.75,1,1,0,0,55,4,12,0,0,0 +perezwi01,2015,1,ATL,NL,7,6,23,20,1,0,1,350,130,62,13,51,73,0.291,4.78,2,4,9,1,514,1,66,3,5,21 +perkigl01,2015,1,MIN,AL,3,5,60,0,0,0,32,171,58,21,9,10,54,0.256,3.32,2,4,0,0,238,45,21,1,0,1 +pestavi01,2015,1,LAA,AL,1,0,19,0,0,0,0,35,15,7,3,8,13,0.306,5.40,2,1,1,0,60,3,9,0,2,0 +petityu01,2015,1,SFN,NL,1,1,42,1,0,0,1,228,75,31,11,15,59,0.256,3.67,2,3,1,0,316,15,32,1,6,2 +petrija01,2015,1,CHA,AL,4,3,62,0,0,0,2,156,56,21,2,18,33,0.284,3.63,4,2,1,0,220,18,21,3,1,12 +phelpda01,2015,1,MIA,NL,4,8,23,19,0,0,0,336,119,56,11,33,77,0.272,4.50,0,2,4,0,482,1,59,2,5,10 +pimenst01,2015,1,TEX,AL,0,1,8,0,0,0,0,34,11,5,1,3,7,0.268,3.97,0,1,0,0,46,5,5,1,1,0 +pindebr01,2015,1,NYA,AL,0,2,25,0,0,0,0,83,28,9,4,14,25,0.262,2.93,1,0,0,1,122,10,9,0,1,2 +pinedmi01,2015,1,NYA,AL,12,10,27,27,1,0,0,482,176,78,21,21,156,0.278,4.37,0,4,3,0,668,0,83,4,6,9 +pinoyo01,2015,1,KCA,AL,0,2,7,1,0,0,0,58,23,7,2,3,13,0.291,3.26,0,0,0,0,82,3,8,0,0,2 +pomerdr01,2015,1,OAK,AL,5,6,53,9,0,0,3,258,71,35,8,31,82,0.226,3.66,1,2,3,0,357,9,44,4,5,8 +porceri01,2015,1,BOS,AL,9,15,28,28,0,0,0,516,196,94,25,38,149,0.287,4.92,0,12,10,1,737,0,103,2,5,21 +pressry01,2015,1,MIN,AL,3,2,27,0,0,0,0,83,27,9,0,12,22,0.257,2.93,1,2,0,0,119,6,9,1,1,2 +priceda01,2015,1,DET,AL,9,4,21,21,3,1,0,438,133,41,13,29,138,0.241,2.53,2,3,3,0,592,0,50,4,5,13 +priceda01,2015,2,TOR,AL,9,1,11,11,0,0,0,223,57,19,4,18,87,0.207,2.30,0,1,0,0,296,0,20,0,3,4 +putnaza01,2015,1,CHA,AL,3,3,49,0,0,0,0,146,42,22,7,24,64,0.239,4.07,5,5,4,0,212,16,24,4,4,3 +quackke01,2015,1,SDN,NL,3,2,57,0,0,0,0,175,52,26,6,20,58,0.240,4.01,3,0,1,1,243,19,28,1,4,1 +quallch01,2015,1,HOU,AL,3,5,60,0,0,0,4,148,46,24,6,9,46,0.247,4.38,1,3,2,0,202,17,24,1,4,2 +quintjo01,2015,1,CHA,AL,9,10,32,32,1,1,0,619,218,77,16,44,177,0.272,3.36,4,5,8,0,862,0,81,4,4,18 +raburry01,2015,1,CLE,AL,0,0,1,0,0,0,0,2,1,0,0,1,0,0.333,0.00,0,0,0,0,4,0,2,0,0,0 +ramiral03,2015,1,CHA,AL,0,0,1,0,0,0,0,3,1,0,0,0,0,0.250,0.00,0,0,1,0,5,1,0,0,0,0 +ramirer02,2015,1,TBA,AL,11,6,34,27,0,0,0,490,145,68,16,40,126,0.236,3.75,0,3,9,0,666,5,73,1,1,13 +ramirjc01,2015,1,ARI,NL,1,1,12,0,0,0,0,46,15,7,1,4,11,0.254,4.11,2,1,0,0,63,4,7,0,0,1 +ramirjc01,2015,2,SEA,AL,0,1,8,0,0,0,0,25,10,7,2,7,5,0.286,7.56,1,0,1,0,43,2,7,0,0,0 +ramirjo02,2015,1,NYA,AL,0,0,3,0,0,0,0,9,6,5,0,4,2,0.400,15.00,0,3,1,0,20,1,5,0,0,0 +ramirjo02,2015,2,SEA,AL,1,0,5,0,0,0,0,14,9,6,0,6,3,0.375,11.57,1,0,2,0,32,1,9,0,0,0 +ramirne01,2015,1,CHN,NL,1,0,19,0,0,0,0,42,12,5,1,6,15,0.231,3.21,0,2,0,0,60,4,5,0,2,0 +ramirno01,2015,1,BOS,AL,0,1,17,0,0,0,0,39,13,6,3,7,13,0.250,4.15,0,1,2,0,61,3,12,0,0,2 +ramosaj01,2015,1,MIA,NL,2,4,71,0,0,0,32,211,45,18,6,26,87,0.184,2.30,0,2,3,0,277,51,18,1,2,7 +ramosce01,2015,1,LAA,AL,2,1,65,0,0,0,0,157,55,16,2,15,43,0.279,2.75,0,5,3,0,221,21,17,3,3,8 +ranauan01,2015,1,TEX,AL,0,1,4,2,0,0,0,46,18,13,2,8,11,0.295,7.63,0,0,1,0,73,0,13,2,1,0 +rasmuco02,2015,1,LAA,AL,0,0,16,1,0,0,0,62,15,12,3,11,27,0.200,5.23,2,0,1,0,88,5,12,1,0,0 +rasmuro01,2015,1,TOR,AL,0,0,1,0,0,0,0,3,1,0,0,0,1,0.250,0.00,0,0,0,0,4,1,0,0,0,0 +rasmuro01,2015,2,SEA,AL,2,1,19,0,0,0,0,43,25,17,2,8,16,0.373,10.67,0,4,0,0,75,5,18,0,0,0 +ravinjo01,2015,1,LAN,NL,2,1,9,0,0,0,0,28,13,7,3,4,12,0.310,6.75,0,1,1,0,47,4,7,0,0,0 +rayro02,2015,1,ARI,NL,5,12,23,23,0,0,0,383,121,50,9,49,119,0.255,3.52,3,2,8,0,545,0,56,7,6,13 +reaco01,2015,1,SDN,NL,2,2,6,6,0,0,0,95,29,15,2,11,26,0.246,4.26,0,0,1,0,133,0,16,1,2,2 +rearich01,2015,1,SDN,NL,0,0,5,0,0,0,0,9,6,4,2,2,4,0.462,12.00,0,0,0,0,16,1,4,1,0,1 +redmoto01,2015,1,TOR,AL,0,0,7,1,0,0,0,48,17,13,3,7,13,0.266,7.31,0,1,1,0,72,1,13,0,0,0 +reedad01,2015,1,ARI,NL,2,2,38,0,0,0,3,122,47,19,2,14,34,0.283,4.20,5,2,0,0,181,11,19,1,0,1 +reedad01,2015,2,NYN,NL,1,1,17,0,0,0,1,46,11,2,1,5,17,0.200,1.17,1,0,0,0,60,3,2,0,0,3 +reedch01,2015,1,MIA,NL,0,0,2,0,0,0,0,12,6,2,0,1,1,0.375,4.50,0,0,0,0,18,1,2,1,0,1 +reyesjo03,2015,1,LAA,AL,1,0,1,0,0,0,0,1,0,0,0,0,0,0.000,0.00,0,0,0,0,1,0,0,0,0,0 +reynoma02,2015,1,ARI,NL,0,0,18,0,0,0,0,41,14,7,6,7,18,0.259,4.61,2,0,1,0,62,3,7,0,0,1 +richacl01,2015,1,CHN,NL,4,2,23,3,0,0,0,127,47,18,3,7,22,0.272,3.83,1,4,1,0,181,0,18,0,0,3 +richaga01,2015,1,LAA,AL,15,12,32,32,1,1,0,622,181,84,20,76,176,0.236,3.65,2,17,5,0,865,0,94,6,10,19 +riefecj01,2015,1,TBA,AL,1,0,17,0,0,0,0,44,15,9,3,7,7,0.283,5.52,0,0,0,0,62,4,10,1,1,3 +rienzan01,2015,1,MIA,NL,0,1,14,0,0,0,0,59,17,13,2,13,15,0.230,5.95,1,3,1,0,89,5,14,1,0,2 +riverfe01,2015,1,WAS,NL,2,1,49,0,0,0,2,145,35,15,2,11,43,0.199,2.79,2,2,1,1,189,17,15,0,1,2 +roachdo01,2015,1,CHN,NL,0,1,1,1,0,0,0,10,8,4,0,1,1,0.471,10.80,0,0,0,0,18,0,4,0,0,1 +roarkta01,2015,1,WAS,NL,4,7,40,12,0,0,1,333,119,54,17,26,70,0.279,4.38,3,0,5,0,467,8,55,4,4,10 +roberda08,2015,1,CHA,AL,6,5,60,0,0,0,34,190,46,24,7,13,86,0.196,3.41,2,4,1,0,250,53,27,0,0,1 +roberke02,2015,1,COL,NL,0,1,9,0,0,0,0,28,13,6,0,2,5,0.333,5.79,0,0,1,0,43,3,6,0,1,0 +roberke02,2015,2,PHI,NL,1,0,6,0,0,0,0,13,9,5,0,1,1,0.474,10.38,0,0,0,0,22,1,5,1,1,1 +robincl01,2015,1,WAS,NL,0,0,1,0,0,0,0,3,1,0,0,0,1,0.250,0.00,0,0,0,0,4,1,0,0,0,0 +robinsh01,2015,1,MIN,AL,0,0,1,0,0,0,0,3,0,0,0,1,1,0.000,0.00,0,0,0,0,4,1,0,0,0,0 +robleha01,2015,1,NYN,NL,4,3,57,0,0,0,0,162,37,22,8,18,61,0.190,3.67,1,2,2,1,217,7,27,1,1,3 +rodnefe01,2015,1,SEA,AL,5,5,54,0,0,0,16,152,51,32,8,25,43,0.262,5.68,3,5,5,0,227,28,32,1,1,5 +rodnefe01,2015,2,CHN,NL,2,0,14,0,0,0,0,36,8,1,1,4,15,0.186,0.75,0,1,3,0,50,4,4,0,0,2 +rodonca01,2015,1,CHA,AL,9,6,26,23,1,0,0,418,130,58,11,71,139,0.251,3.75,0,7,8,0,607,1,63,6,5,18 +rodried05,2015,1,BOS,AL,10,6,21,21,0,0,0,365,120,52,13,37,98,0.255,3.85,1,4,4,1,522,0,55,5,4,8 +rodrife02,2015,1,OAK,AL,4,2,56,0,0,0,0,176,43,25,4,24,65,0.200,3.84,1,4,1,0,242,12,27,1,1,3 +rodrifr03,2015,1,MIL,NL,1,3,60,0,0,0,38,171,38,14,6,11,62,0.189,2.21,1,3,0,0,216,55,15,1,2,5 +rodrist02,2015,1,LAN,NL,0,0,18,0,0,0,0,31,10,3,0,3,8,0.263,2.61,0,0,0,0,42,4,3,0,1,0 +rodriwa01,2015,1,TEX,AL,6,4,17,15,0,0,0,259,99,47,10,36,72,0.285,4.90,2,3,3,0,392,1,48,1,5,7 +roech01,2015,1,BAL,AL,4,2,36,0,0,0,0,124,44,19,4,17,38,0.280,4.14,2,0,1,0,177,6,19,1,1,3 +rogeres01,2015,1,NYA,AL,1,1,18,0,0,0,0,99,41,23,5,14,31,0.306,6.27,0,6,2,0,153,3,29,0,3,4 +rollida01,2015,1,SEA,AL,0,2,20,0,0,0,0,75,37,21,3,8,21,0.346,7.56,1,0,2,0,118,7,21,1,0,3 +romeren01,2015,1,TBA,AL,0,2,23,0,0,0,0,90,39,17,1,13,31,0.312,5.10,0,2,0,0,140,7,18,1,1,3 +romose01,2015,1,SFN,NL,0,5,70,0,0,0,2,172,51,19,3,10,71,0.235,2.98,2,4,1,0,230,14,20,2,0,2 +rondobr01,2015,1,DET,AL,1,0,35,0,0,0,5,93,31,20,3,19,36,0.261,5.81,1,2,2,0,145,15,22,3,2,1 +rondohe01,2015,1,CHN,NL,6,4,72,0,0,0,30,210,55,13,4,15,69,0.212,1.67,2,5,3,1,281,47,19,3,1,2 +rondojo01,2015,1,COL,NL,0,0,2,0,0,0,0,3,8,10,0,3,1,0.667,90.00,0,0,0,0,15,1,11,0,0,0 +rondojo01,2015,2,BAL,AL,0,1,8,0,0,0,0,40,20,11,3,6,8,0.333,7.43,0,1,0,0,66,2,15,0,0,0 +rosalad01,2015,1,TEX,AL,0,0,2,0,0,0,0,6,2,2,2,1,1,0.250,9.00,0,0,0,0,10,2,3,0,0,0 +rosentr01,2015,1,SLN,NL,2,4,68,0,0,0,48,206,62,16,3,25,83,0.238,2.10,3,7,1,0,287,57,16,1,0,4 +rosinse01,2015,1,PHI,NL,0,0,1,0,0,0,0,6,7,5,1,1,0,0.636,22.50,0,1,1,0,14,1,5,0,1,0 +rosscza01,2015,1,CHN,NL,2,1,33,0,0,0,0,80,26,13,5,13,29,0.252,4.39,0,1,0,0,118,6,13,2,0,1 +rossda01,2015,1,CHN,NL,0,0,2,0,0,0,0,6,0,0,0,0,0,0.000,0.00,0,0,0,0,6,2,0,0,0,0 +rossjo01,2015,1,WAS,NL,5,5,16,13,0,0,0,230,64,31,7,21,69,0.223,3.64,0,1,2,0,314,1,33,3,1,2 +rossro01,2015,1,BOS,AL,0,2,54,0,0,0,6,182,59,26,7,20,53,0.254,3.86,2,1,3,0,259,18,28,2,2,8 +rossty01,2015,1,SDN,NL,10,12,33,33,1,0,0,588,172,71,9,84,212,0.237,3.26,3,14,8,0,823,0,78,3,3,17 +rucindr01,2015,1,LAA,AL,0,2,4,1,0,0,0,21,10,6,1,6,4,0.357,7.71,0,2,1,0,35,2,6,0,0,1 +rumbeni01,2015,1,NYA,AL,1,1,17,0,0,0,0,47,16,7,2,5,15,0.254,4.02,1,2,0,1,68,6,8,0,0,1 +rusinch01,2015,1,COL,NL,6,10,24,22,2,1,0,395,170,78,19,41,86,0.310,5.33,5,2,3,2,594,0,88,2,0,14 +russeja02,2015,1,CHN,NL,0,2,49,0,0,0,1,102,42,20,3,9,20,0.307,5.29,2,0,0,0,148,8,24,1,1,4 +ryanbr01,2015,1,NYA,AL,0,0,1,0,0,0,0,6,2,0,0,0,0,0.250,0.00,0,0,0,0,8,1,0,0,0,0 +ryanky01,2015,1,DET,AL,2,4,16,6,0,0,0,169,60,28,9,20,30,0.282,4.47,0,1,1,0,237,3,29,2,1,9 +rzepcma01,2015,1,CLE,AL,2,3,45,0,0,0,0,61,23,10,1,10,24,0.280,4.43,3,1,1,0,94,6,15,1,0,3 +rzepcma01,2015,2,SDN,NL,0,1,27,0,0,0,0,44,17,12,2,4,17,0.309,7.36,1,1,2,0,64,1,14,1,2,3 +sabatcc01,2015,1,NYA,AL,6,10,29,29,1,0,0,502,188,88,28,50,137,0.285,4.73,3,5,6,1,726,0,92,5,6,20 +sadleca02,2015,1,PIT,NL,1,0,1,1,0,0,0,15,4,2,1,1,5,0.222,3.60,0,0,0,0,19,0,2,0,0,0 +salasfe01,2015,1,LAA,AL,5,2,72,0,0,0,0,191,61,30,8,12,74,0.249,4.24,5,3,3,0,269,13,34,5,4,2 +salazda01,2015,1,CLE,AL,14,10,30,30,0,0,0,555,156,71,23,53,195,0.226,3.45,1,3,7,2,757,0,79,3,4,11 +salech01,2015,1,CHA,AL,13,11,31,31,1,0,0,626,185,79,23,42,274,0.233,3.41,0,7,13,0,854,0,88,2,3,13 +samarje01,2015,1,CHA,AL,11,13,32,32,2,2,0,642,228,118,29,49,163,0.273,4.96,0,5,12,0,910,0,122,4,9,17 +sampske01,2015,1,CIN,NL,2,6,13,12,0,0,0,157,67,38,7,26,42,0.303,6.54,0,4,0,0,251,0,43,2,2,3 +sanchaa01,2015,1,TOR,AL,7,6,41,11,0,0,0,277,74,33,9,44,61,0.224,3.22,2,8,3,0,380,4,35,2,1,15 +sanchan01,2015,1,DET,AL,10,10,25,25,1,1,0,471,152,87,29,49,138,0.252,4.99,1,5,1,3,660,0,89,5,2,9 +santaer01,2015,1,MIN,AL,7,5,17,17,0,0,0,324,104,48,12,36,82,0.253,4.00,2,3,4,0,457,0,50,4,2,9 +santihe01,2015,1,LAA,AL,9,9,33,32,0,0,0,542,156,72,29,71,162,0.227,3.59,5,1,10,3,776,0,80,4,4,3 +santose01,2015,1,LAN,NL,0,0,12,0,0,0,0,40,13,7,2,7,15,0.245,4.73,1,4,0,0,61,6,7,0,1,1 +santose01,2015,2,NYA,AL,0,0,2,0,0,0,0,9,3,2,1,0,3,0.250,6.00,0,0,0,0,12,2,2,0,0,0 +scahiro01,2015,1,PIT,NL,2,4,28,0,0,0,0,92,33,9,3,16,24,0.268,2.64,5,1,1,0,142,13,15,1,1,1 +schepta01,2015,1,TEX,AL,4,1,42,0,0,0,0,115,37,24,6,23,32,0.250,5.63,3,1,2,0,176,7,25,0,3,5 +scherma01,2015,1,WAS,NL,14,12,33,33,4,3,0,686,176,71,27,34,276,0.208,2.79,2,10,5,1,899,0,74,11,2,5 +schlibr01,2015,1,CHN,NL,1,2,10,0,0,0,0,22,12,6,2,2,4,0.364,7.36,0,0,0,0,35,3,6,0,0,0 +schugaj01,2015,1,ARI,NL,0,0,5,0,0,0,0,27,17,5,2,5,5,0.370,5.00,2,0,0,0,51,2,13,0,0,1 +schulbo02,2015,1,TOR,AL,0,1,31,0,0,0,1,129,32,17,7,14,31,0.205,3.56,0,2,1,0,173,10,19,0,2,5 +scribev01,2015,1,OAK,AL,2,2,54,0,0,0,0,180,58,29,14,4,64,0.251,4.35,0,2,2,0,238,14,31,0,1,3 +severlu01,2015,1,NYA,AL,5,3,11,11,0,0,0,187,53,20,9,22,56,0.229,2.89,0,2,2,1,255,0,21,0,0,6 +shawbr01,2015,1,CLE,AL,3,3,74,0,0,0,2,192,59,21,8,19,54,0.242,2.95,1,3,1,0,265,19,24,1,0,6 +shielja02,2015,1,SDN,NL,13,7,33,33,0,0,0,607,189,88,33,81,216,0.248,3.91,5,7,9,1,860,0,93,6,1,21 +shoemma01,2015,1,LAA,AL,7,10,25,24,0,0,0,406,135,67,24,35,116,0.259,4.46,2,3,4,0,569,1,70,4,4,4 +shrevch01,2015,1,NYA,AL,6,2,59,0,0,0,0,175,49,20,10,33,64,0.228,3.09,2,4,1,0,251,13,21,2,0,5 +siegrke01,2015,1,SLN,NL,7,1,81,0,0,0,6,224,53,18,4,34,90,0.198,2.17,2,0,3,0,312,13,20,3,4,2 +simonal01,2015,1,DET,AL,13,12,31,31,2,1,0,561,201,105,24,68,117,0.276,5.05,1,14,8,0,820,0,112,9,6,13 +sippto01,2015,1,HOU,AL,3,4,60,0,0,0,0,163,41,12,5,15,62,0.208,1.99,1,4,1,0,216,12,13,2,1,2 +smithca02,2015,1,SEA,AL,2,5,70,0,0,0,13,210,49,18,2,22,92,0.194,2.31,4,6,7,0,284,24,19,3,0,4 +smithch08,2015,1,OAK,AL,0,0,2,0,0,0,0,4,5,5,0,3,2,0.556,33.75,0,1,1,0,13,0,5,0,0,0 +smithjo05,2015,1,LAA,AL,5,5,70,0,0,0,5,196,64,26,4,19,57,0.259,3.58,4,1,2,0,271,13,26,2,1,8 +smithjo07,2015,1,CIN,NL,0,4,9,7,0,0,0,98,42,25,5,21,30,0.316,6.89,3,0,5,0,161,0,27,0,2,3 +smithwi04,2015,1,MIL,NL,7,2,76,0,0,0,0,190,52,19,5,24,91,0.220,2.70,1,5,1,0,264,11,23,1,2,5 +smylydr01,2015,1,TBA,AL,5,2,12,12,0,0,0,200,58,23,11,20,77,0.230,3.11,0,2,1,0,275,0,24,1,1,2 +socolmi01,2015,1,SLN,NL,4,1,28,0,0,0,0,89,25,6,1,10,27,0.221,1.82,1,1,0,0,125,11,7,2,0,0 +solissa01,2015,1,WAS,NL,1,1,18,0,0,0,0,64,25,8,2,4,17,0.291,3.38,2,0,1,0,94,6,11,1,2,0 +soriajo01,2015,1,DET,AL,3,1,43,0,0,0,23,123,32,13,8,11,36,0.212,2.85,1,0,2,0,165,35,13,1,0,3 +soriajo01,2015,2,PIT,NL,0,0,29,0,0,0,1,80,23,6,0,8,28,0.237,2.03,0,5,0,0,107,5,7,0,1,2 +soriara01,2015,1,CHN,NL,2,0,6,0,0,0,0,17,8,4,2,1,4,0.333,6.35,0,0,0,0,25,3,4,0,0,0 +sotogi01,2015,1,CLE,AL,0,0,6,0,0,0,0,10,3,0,0,0,0,0.231,0.00,0,0,0,0,13,1,0,0,0,0 +stammcr01,2015,1,WAS,NL,0,0,5,0,0,0,0,12,2,0,0,3,3,0.154,0.00,1,0,0,0,17,0,0,0,1,0 +staufti01,2015,1,MIN,AL,1,0,13,0,0,0,0,45,24,11,4,7,6,0.369,6.60,2,2,0,0,73,5,13,0,1,2 +staufti01,2015,2,NYN,NL,0,0,5,0,0,0,0,17,8,5,2,2,8,0.333,7.94,0,0,1,0,27,2,5,0,0,1 +stitema01,2015,1,ARI,NL,0,0,11,0,0,0,0,26,14,12,1,5,6,0.368,12.46,0,0,0,0,44,6,14,0,1,1 +storedr01,2015,1,WAS,NL,2,2,58,0,0,0,29,165,45,21,4,16,67,0.220,3.44,2,2,5,0,228,35,23,1,1,2 +straida01,2015,1,HOU,AL,0,1,4,3,0,0,0,50,16,10,2,8,14,0.239,5.40,0,1,1,0,76,0,11,0,0,0 +strasst01,2015,1,WAS,NL,11,7,23,23,0,0,0,382,115,49,14,26,155,0.236,3.46,0,4,3,0,523,0,56,5,1,8 +streehu01,2015,1,LAA,AL,3,3,62,0,0,0,40,187,52,22,7,20,57,0.226,3.18,5,6,0,0,255,51,22,2,3,2 +strichu01,2015,1,SFN,NL,3,3,55,0,0,0,0,154,34,14,4,10,50,0.190,2.45,1,1,2,0,191,11,14,0,0,2 +stromma01,2015,1,TOR,AL,4,0,4,4,0,0,0,81,20,5,2,6,18,0.208,1.67,0,2,1,1,103,0,5,0,0,4 +stroppe01,2015,1,CHN,NL,2,6,76,0,0,0,3,204,39,22,5,29,81,0.167,2.91,6,6,4,0,270,12,24,1,3,4 +stulter01,2015,1,ATL,NL,1,5,9,8,0,0,0,143,48,31,10,13,31,0.268,5.85,1,1,0,0,196,1,31,3,1,6 +sucreje01,2015,1,SEA,AL,0,0,2,0,0,0,0,6,6,3,1,0,0,0.545,13.50,0,0,0,0,11,2,3,0,0,1 +surkaer01,2015,1,LAN,NL,0,0,1,0,0,0,0,10,4,4,2,1,4,0.308,10.80,0,0,2,0,16,0,4,0,0,0 +suzukic01,2015,1,MIA,NL,0,0,1,0,0,0,0,3,2,1,0,0,0,0.400,9.00,0,0,0,0,5,1,1,0,0,0 +swarzan01,2015,1,CLE,AL,0,0,10,0,0,0,0,40,18,5,1,4,13,0.316,3.38,1,0,0,0,61,3,9,0,0,1 +syndeno01,2015,1,NYN,NL,9,7,24,24,0,0,0,450,126,54,19,31,166,0.225,3.24,2,6,3,0,603,0,60,5,3,9 +tanakma01,2015,1,NYA,AL,12,7,24,24,1,0,0,462,126,60,25,27,139,0.221,3.51,0,4,1,0,609,0,66,1,8,7 +tazawju01,2015,1,BOS,AL,2,7,61,0,0,0,3,176,65,27,5,13,56,0.280,4.14,1,9,1,1,247,13,28,0,1,5 +teafoev01,2015,1,TBA,AL,0,0,4,0,0,0,0,17,5,1,0,3,4,0.250,1.59,1,0,1,0,24,2,1,0,0,2 +teherju01,2015,1,ATL,NL,11,8,33,33,0,0,0,602,189,90,27,73,171,0.253,4.04,3,2,9,0,843,0,99,10,3,15 +teperry01,2015,1,TOR,AL,0,2,32,0,0,0,1,99,23,12,8,6,22,0.193,3.27,0,2,3,0,128,12,14,0,0,4 +thatcjo01,2015,1,HOU,AL,1,3,43,0,0,0,0,68,23,8,1,12,26,0.274,3.18,0,0,0,0,100,3,8,2,2,3 +thayeda01,2015,1,SDN,NL,2,2,38,0,0,0,0,113,37,17,5,15,25,0.262,4.06,4,2,0,0,158,5,17,1,1,5 +thielca01,2015,1,MIN,AL,0,0,6,0,0,0,0,15,5,3,0,0,5,0.263,5.40,0,1,0,0,20,1,3,1,0,0 +thomaia01,2015,1,ATL,NL,0,0,5,0,0,0,0,16,4,2,1,5,5,0.222,3.38,0,1,0,0,25,1,3,1,0,1 +thomaia01,2015,2,LAN,NL,1,1,9,1,0,0,0,54,16,8,1,6,18,0.239,4.00,0,0,0,0,73,3,8,0,0,3 +thompaa01,2015,1,MIN,AL,1,3,41,0,0,0,0,97,32,18,2,11,17,0.264,5.01,2,1,0,0,137,5,19,2,3,3 +thornma01,2015,1,WAS,NL,2,1,60,0,0,0,0,124,33,10,2,11,23,0.212,2.18,3,1,1,0,171,12,12,2,1,3 +thornty01,2015,1,MIL,NL,0,2,24,0,0,0,0,103,31,14,7,12,34,0.231,3.67,1,3,3,1,151,9,22,0,2,1 +tillmch01,2015,1,BAL,AL,11,11,31,31,0,0,0,519,176,96,20,64,120,0.267,4.99,1,4,5,0,741,0,97,3,8,16 +tollesh01,2015,1,TEX,AL,6,4,73,0,0,0,35,217,66,24,9,17,76,0.239,2.99,5,0,2,0,298,53,25,2,1,6 +tomlijo01,2015,1,CLE,AL,7,2,10,10,2,0,0,197,47,22,13,8,57,0.195,3.02,0,1,2,0,251,0,22,0,0,3 +tonkimi01,2015,1,MIN,AL,0,0,26,0,0,0,0,70,21,9,4,9,19,0.239,3.47,2,1,1,0,99,10,9,0,1,0 +torreal01,2015,1,NYN,NL,0,0,39,0,0,0,1,103,26,12,6,26,35,0.206,3.15,1,3,1,0,154,11,16,1,0,2 +torreca01,2015,1,NYN,NL,5,6,59,0,0,0,0,173,61,30,5,18,48,0.276,4.68,6,5,0,0,243,19,32,1,3,5 +tracyma01,2015,1,NYA,AL,0,0,1,0,0,0,0,6,2,0,0,2,1,0.222,0.00,0,0,0,0,11,1,3,0,0,0 +treinbl01,2015,1,WAS,NL,2,5,60,0,0,0,0,203,62,29,4,32,65,0.254,3.86,6,4,2,0,280,17,32,1,1,14 +tropeni01,2015,1,LAA,AL,3,2,8,7,0,0,0,113,40,16,2,10,38,0.270,3.82,0,0,0,0,161,0,18,2,1,1 +tsaoch01,2015,1,LAN,NL,1,1,5,0,0,0,0,21,15,8,3,3,7,0.441,10.29,1,0,0,0,37,0,9,0,0,0 +tuivasa01,2015,1,SLN,NL,0,1,14,0,0,0,0,44,13,5,2,8,20,0.228,3.07,1,3,0,0,65,5,5,0,0,1 +ueharko01,2015,1,BOS,AL,2,4,43,0,0,0,25,121,28,10,3,9,47,0.188,2.23,1,4,0,0,160,38,14,1,1,1 +urenajo01,2015,1,MIA,NL,1,5,20,9,0,0,0,185,73,36,5,25,28,0.307,5.25,2,2,3,1,274,4,37,3,5,10 +valdejo03,2015,1,DET,AL,0,1,7,0,0,0,0,27,10,4,2,4,4,0.286,4.00,0,2,0,0,39,3,4,0,0,1 +vargaja01,2015,1,KCA,AL,5,2,9,9,0,0,0,129,46,19,5,12,27,0.271,3.98,0,0,1,0,183,0,20,0,0,6 +varvaan01,2015,1,BOS,AL,0,1,9,0,0,0,0,33,14,5,0,6,8,0.311,4.09,1,1,0,0,51,2,5,0,0,0 +vealdo01,2015,1,ATL,NL,0,0,5,0,0,0,0,13,8,7,3,2,3,0.400,14.54,0,2,1,0,24,2,7,1,0,0 +velasvi01,2015,1,HOU,AL,1,1,19,7,0,0,0,167,50,27,5,21,58,0.240,4.37,0,3,2,0,231,5,28,0,0,6 +vendipa01,2015,1,OAK,AL,2,2,26,0,0,0,0,86,22,14,3,12,23,0.210,4.40,0,0,0,0,119,7,14,1,1,1 +ventuyo01,2015,1,KCA,AL,13,8,28,28,0,0,0,490,154,74,14,58,156,0.248,4.08,1,10,9,0,693,0,75,1,4,11 +verhadr01,2015,1,DET,AL,2,0,20,0,0,0,0,79,18,6,1,14,13,0.200,2.05,2,1,1,0,106,2,6,1,0,8 +verlaju01,2015,1,DET,AL,5,8,20,20,1,1,0,400,113,50,13,32,113,0.229,3.38,1,2,3,0,535,0,56,1,6,7 +verrelo01,2015,1,TEX,AL,0,1,4,0,0,0,0,27,11,6,1,4,3,0.306,6.00,1,1,0,0,42,1,7,0,2,1 +verrelo01,2015,2,NYN,NL,1,1,14,4,0,0,1,116,23,13,5,11,36,0.174,3.03,3,0,2,0,148,3,13,2,1,2 +villaca01,2015,1,SLN,NL,4,3,35,0,0,0,2,183,50,20,6,21,55,0.223,2.95,2,1,2,0,250,20,21,1,2,3 +villape01,2015,1,CIN,NL,1,3,29,0,0,0,0,150,57,19,6,12,29,0.294,3.42,2,0,3,1,214,10,24,2,3,4 +vinceni01,2015,1,SDN,NL,0,1,26,0,0,0,0,69,25,6,0,10,22,0.281,2.35,1,0,0,0,100,8,8,0,1,4 +vizcaar01,2015,1,ATL,NL,3,1,36,0,0,0,9,101,27,6,1,13,37,0.218,1.60,2,7,0,0,139,25,7,2,0,4 +vogelry01,2015,1,SFN,NL,9,11,33,22,0,0,0,405,140,70,17,58,108,0.265,4.67,2,1,3,0,598,6,76,3,6,14 +volqued01,2015,1,KCA,AL,13,9,34,33,1,0,0,601,190,79,16,72,155,0.251,3.55,1,3,8,0,850,0,89,5,7,20 +volstch01,2015,1,PIT,NL,0,0,1,0,0,0,0,6,2,0,0,0,0,0.286,0.00,0,0,0,0,7,0,0,0,0,1 +wachami01,2015,1,SLN,NL,17,7,30,30,0,0,0,544,162,68,19,58,153,0.236,3.38,4,4,6,1,762,0,74,8,3,9 +wadats01,2015,1,CHN,NL,1,1,8,7,0,0,0,97,30,13,5,11,31,0.246,3.62,1,1,1,0,136,0,14,1,1,2 +wagnety01,2015,1,MIL,NL,0,2,3,3,0,0,0,41,22,11,1,7,5,0.386,7.24,0,1,0,0,67,0,11,2,1,4 +wainwad01,2015,1,SLN,NL,2,1,7,4,0,0,0,84,25,5,0,4,20,0.238,1.61,0,0,0,0,111,2,7,2,0,2 +waldejo01,2015,1,SLN,NL,0,1,12,0,0,0,1,31,7,1,0,4,12,0.189,0.87,1,2,0,0,42,2,1,0,1,1 +walketa01,2015,1,SEA,AL,11,8,29,29,1,0,0,509,163,86,25,40,157,0.252,4.56,1,4,9,1,706,0,92,4,5,8 +warread01,2015,1,NYA,AL,7,7,43,17,0,0,1,394,114,48,10,39,104,0.236,3.29,1,7,7,0,534,5,51,2,2,14 +watsoto01,2015,1,PIT,NL,4,1,77,0,0,0,1,226,55,16,3,17,62,0.205,1.91,1,1,4,0,293,4,17,1,3,8 +weaveje02,2015,1,LAA,AL,7,12,26,26,1,1,0,477,163,82,24,33,90,0.264,4.64,3,2,12,0,669,0,84,5,2,8 +webbda01,2015,1,CHA,AL,1,0,27,0,0,0,0,90,41,21,3,22,22,0.325,6.30,1,2,1,0,150,6,26,0,1,3 +webbry01,2015,1,CLE,AL,1,0,40,0,0,0,0,152,46,18,4,12,31,0.245,3.20,2,1,2,0,204,11,21,1,1,10 +weberry01,2015,1,ATL,NL,0,3,5,5,0,0,0,85,25,15,3,6,19,0.248,4.76,0,0,2,0,109,0,15,0,0,5 +webstal01,2015,1,ARI,NL,1,1,9,5,0,0,0,93,32,20,10,20,17,0.271,5.81,1,1,2,0,142,1,28,1,1,4 +westma03,2015,1,LAN,NL,0,0,2,0,0,0,0,9,2,0,0,1,2,0.200,0.00,0,0,0,0,11,2,0,0,0,1 +whitlch01,2015,1,NYA,AL,1,2,4,4,0,0,0,58,20,9,3,5,16,0.260,4.19,0,2,2,0,84,0,9,0,0,0 +wielajo01,2015,1,LAN,NL,0,1,2,2,0,0,0,26,10,8,2,5,4,0.294,8.31,1,0,0,0,40,0,8,0,1,0 +wilheto01,2015,1,SEA,AL,2,2,53,0,0,0,13,186,56,22,3,29,60,0.246,3.19,3,2,2,0,267,20,24,4,3,9 +wilkad01,2015,1,LAA,AL,0,0,1,0,0,0,0,6,2,1,1,1,2,0.250,4.50,0,0,1,0,10,1,1,0,0,0 +willije02,2015,1,PHI,NL,4,12,33,21,0,0,1,363,161,78,22,34,74,0.317,5.80,3,4,5,0,553,3,83,2,4,13 +wilsoal01,2015,1,DET,AL,3,3,59,1,0,0,2,210,61,17,5,11,38,0.238,2.19,1,2,2,0,273,16,19,2,2,10 +wilsocj01,2015,1,LAA,AL,8,8,21,21,0,0,0,396,118,57,13,46,110,0.240,3.89,2,11,10,1,553,0,59,2,4,11 +wilsojo03,2015,1,DET,AL,0,0,1,0,0,0,0,3,2,1,1,0,0,0.500,9.00,0,0,0,0,4,1,1,0,0,1 +wilsoju10,2015,1,NYA,AL,5,0,74,0,0,0,0,183,49,21,3,20,66,0.223,3.10,0,4,2,0,244,3,21,2,0,7 +wilsoty01,2015,1,BAL,AL,2,2,9,5,0,0,0,108,39,14,1,11,13,0.289,3.50,1,0,1,0,149,2,14,0,2,6 +winklda01,2015,1,ATL,NL,0,0,2,0,0,0,0,5,2,2,2,1,2,0.286,10.80,0,0,0,0,8,0,2,0,0,0 +wislema01,2015,1,ATL,NL,8,8,20,19,0,0,0,327,119,57,16,40,72,0.280,4.71,4,2,4,3,478,0,59,4,5,10 +wojcias01,2015,1,HOU,AL,0,1,5,3,0,0,0,49,23,13,2,7,16,0.329,7.16,0,1,0,0,79,2,13,0,2,0 +wolfra02,2015,1,DET,AL,0,5,8,7,0,0,0,104,46,24,5,15,28,0.319,6.23,1,3,1,0,161,0,28,0,1,4 +woodal02,2015,1,ATL,NL,7,6,20,20,0,0,0,358,132,47,8,36,90,0.288,3.54,2,5,2,0,509,0,50,11,1,16 +woodal02,2015,2,LAN,NL,5,6,12,12,0,0,0,211,66,34,7,23,49,0.253,4.35,2,1,2,1,292,0,36,4,2,9 +woodtr01,2015,1,CHN,NL,5,4,54,9,0,0,4,302,86,43,11,39,118,0.229,3.84,5,2,1,0,419,12,48,1,2,5 +wootero01,2015,1,MIL,NL,0,0,4,0,0,0,0,18,5,8,1,6,6,0.227,12.00,0,1,1,0,30,0,8,1,0,0 +worleva01,2015,1,PIT,NL,4,6,23,8,0,0,0,215,81,32,6,21,49,0.287,4.02,3,3,2,0,310,6,36,3,2,8 +wrighmi01,2015,1,BAL,AL,3,5,12,9,0,0,0,134,52,30,9,18,26,0.291,6.04,3,2,5,0,204,0,30,0,2,2 +wrighst01,2015,1,BOS,AL,5,4,16,9,0,0,0,218,67,33,12,27,52,0.239,4.09,0,2,1,0,310,3,38,1,1,2 +wrighwe01,2015,1,BAL,AL,0,0,2,0,0,0,0,5,2,1,0,0,0,0.333,5.40,0,0,0,0,7,2,1,0,1,0 +wrighwe01,2015,2,LAA,AL,0,0,9,0,0,0,0,17,4,2,1,3,5,0.200,3.18,1,0,0,0,24,2,3,0,1,1 +yateski01,2015,1,TBA,AL,1,0,20,0,0,0,0,61,23,18,10,7,21,0.274,7.97,0,0,1,0,92,10,18,0,0,0 +youngch03,2015,1,KCA,AL,11,6,34,18,0,0,0,370,91,42,16,43,83,0.202,3.06,0,5,0,0,500,3,44,4,2,1 +zieglbr01,2015,1,ARI,NL,0,3,66,0,0,0,30,204,48,14,3,17,36,0.198,1.85,3,2,1,0,263,46,17,1,0,8 +zimmejo02,2015,1,WAS,NL,13,10,33,33,0,0,0,605,204,82,24,39,164,0.264,3.66,3,2,8,1,831,0,89,8,2,15 +zitoba01,2015,1,OAK,AL,0,0,3,2,0,0,0,21,12,8,4,6,2,0.387,10.29,0,0,0,0,37,1,8,0,0,2 +zychto01,2015,1,SEA,AL,0,0,13,1,0,0,0,55,17,5,1,3,24,0.239,2.45,0,1,2,0,76,4,6,0,0,0 +abadfe01,2016,1,MIN,AL,1,4,39,0,0,0,1,102,27,10,2,14,29,0.220,2.65,2,0,0,1,138,8,11,0,1,6 +abadfe01,2016,2,BOS,AL,0,2,18,0,0,0,0,38,13,9,2,8,12,0.255,6.39,0,1,1,0,60,7,9,0,0,1 +achteaj01,2016,1,LAA,AL,1,0,27,0,0,0,0,113,43,13,7,12,14,0.295,3.11,1,0,1,0,160,17,13,0,1,7 +adamsau01,2016,1,CLE,AL,0,0,19,0,0,0,0,55,27,20,5,7,17,0.333,9.82,1,0,0,0,88,11,22,0,0,2 +adlemti01,2016,1,CIN,NL,4,4,13,13,0,0,0,209,64,31,13,20,47,0.251,4.00,1,0,5,0,287,0,32,6,1,8 +alberan01,2016,1,MIN,AL,0,0,6,2,0,0,0,51,27,11,5,6,16,0.342,5.82,0,1,0,0,85,3,16,0,0,3 +alberma01,2016,1,CHA,AL,2,6,58,1,0,0,0,154,67,36,10,19,30,0.321,6.31,1,4,3,0,237,11,44,3,2,4 +albural01,2016,1,LAA,AL,0,0,2,0,0,0,0,6,2,1,1,2,1,0.200,4.50,0,0,0,0,12,1,3,0,0,0 +alcanra01,2016,1,OAK,AL,1,3,5,5,0,0,0,67,31,18,9,4,14,0.333,7.25,0,1,4,1,103,0,18,0,2,2 +alexasc01,2016,1,KCA,AL,0,0,17,0,0,0,0,57,24,7,1,7,16,0.316,3.32,0,0,0,0,84,4,7,0,1,4 +allenco01,2016,1,CLE,AL,3,5,67,0,0,0,32,204,41,19,8,27,87,0.177,2.51,2,3,0,0,264,55,23,3,2,7 +altavda01,2016,1,SEA,AL,0,0,15,0,0,0,0,37,11,1,0,1,10,0.244,0.73,0,1,1,0,48,7,1,0,1,1 +alvarda01,2016,1,ATL,NL,3,1,16,0,0,0,0,45,11,5,3,5,28,0.200,3.00,2,4,1,0,61,4,5,0,0,1 +alvarda01,2016,2,TEX,AL,0,0,10,0,0,0,0,35,17,10,3,2,13,0.362,7.71,0,1,2,0,52,5,11,0,1,3 +alvarjo02,2016,1,LAA,AL,1,3,64,0,0,0,0,172,71,22,4,15,51,0.298,3.45,4,2,1,0,256,12,29,1,1,5 +amarial01,2016,1,SDN,NL,0,0,1,0,0,0,0,1,0,0,0,0,0,0.000,0.00,0,0,0,0,1,1,0,0,0,0 +anderbr04,2016,1,LAN,NL,1,2,4,3,0,0,0,34,25,15,4,4,5,0.446,11.91,0,2,0,0,62,0,15,1,1,0 +anderch01,2016,1,MIL,NL,9,11,31,30,0,0,0,455,155,74,28,53,120,0.266,4.39,0,4,4,0,647,1,83,4,3,12 +anderco01,2016,1,CLE,AL,2,5,19,9,0,0,0,182,85,45,13,13,54,0.333,6.68,3,5,1,0,270,2,45,0,1,4 +anderty01,2016,1,COL,NL,5,6,19,19,0,0,0,343,119,45,12,28,99,0.272,3.54,2,4,3,3,478,0,50,6,3,13 +andrima01,2016,1,TBA,AL,8,8,29,19,1,1,1,383,131,62,17,25,109,0.265,4.37,1,3,1,4,527,3,64,0,6,13 +antoldu01,2016,1,TOR,AL,0,0,1,0,0,0,0,6,4,3,1,1,1,0.400,13.50,0,0,0,0,11,0,3,0,0,0 +aquinja01,2016,1,BAL,AL,0,0,3,0,0,0,0,7,1,0,0,0,3,0.125,0.00,0,0,0,0,8,2,0,0,0,0 +araujel01,2016,1,PHI,NL,2,1,32,0,0,0,0,82,35,17,4,17,29,0.313,5.60,2,0,2,1,134,9,22,2,1,2 +archech01,2016,1,TBA,AL,9,19,33,33,0,0,0,604,183,90,30,67,233,0.238,4.02,0,11,3,0,850,0,100,6,4,12 +armstsh01,2016,1,CLE,AL,0,0,10,0,0,0,0,32,9,3,1,5,7,0.237,2.53,2,1,0,0,44,2,3,1,0,1 +arojo01,2016,1,SEA,AL,0,0,1,0,0,0,0,2,1,0,0,1,0,0.333,0.00,0,0,0,0,4,0,0,0,0,0 +arrieja01,2016,1,CHN,NL,18,8,31,31,1,1,0,592,138,68,16,76,190,0.194,3.10,1,16,6,0,795,0,72,2,1,17 +asheral01,2016,1,PHI,NL,2,1,5,5,0,0,0,83,22,7,1,4,13,0.216,2.28,0,0,2,0,111,0,11,2,1,2 +avilalu01,2016,1,LAN,NL,3,0,27,0,0,0,0,59,12,7,0,10,28,0.176,3.20,4,1,2,0,82,3,8,2,0,1 +axforjo01,2016,1,OAK,AL,6,4,68,0,0,0,3,197,65,29,6,30,60,0.258,3.97,1,4,3,0,289,13,30,2,2,7 +baezpe01,2016,1,LAN,NL,3,2,73,0,0,0,0,222,52,25,11,22,83,0.195,3.04,0,3,2,2,295,10,27,1,2,3 +bailean01,2016,1,PHI,NL,3,1,33,0,0,0,0,97,32,23,6,15,33,0.260,6.40,0,2,1,1,144,4,23,3,2,1 +bailean01,2016,2,LAA,AL,0,0,12,0,0,0,6,34,9,3,1,2,8,0.214,2.38,0,1,1,0,46,10,3,0,1,1 +baileho02,2016,1,CIN,NL,2,3,6,6,0,0,0,69,35,17,2,7,27,0.350,6.65,0,1,2,0,111,0,19,0,2,1 +barbajo01,2016,1,NYA,AL,1,2,13,0,0,0,0,39,13,11,2,5,15,0.260,7.62,0,0,2,0,57,5,11,0,0,0 +barneda01,2016,1,TOR,AL,0,1,1,0,0,0,0,3,1,1,1,0,1,0.250,9.00,0,0,0,0,4,1,1,0,0,0 +barneda02,2016,1,TOR,AL,0,0,12,0,0,0,0,41,14,6,0,5,14,0.275,3.95,0,1,0,0,58,4,6,0,2,1 +barneja01,2016,1,MIL,NL,0,1,27,0,0,0,1,80,24,8,1,6,26,0.245,2.70,1,2,0,0,106,7,9,1,1,3 +barnema01,2016,1,BOS,AL,4,3,62,0,0,0,1,200,62,30,6,31,71,0.248,4.05,1,4,3,0,287,13,32,2,1,3 +barneto01,2016,1,TEX,AL,7,3,53,0,0,0,0,181,54,14,4,16,49,0.242,2.09,1,6,4,0,246,9,16,1,2,10 +barraky01,2016,1,MIA,NL,6,3,75,0,0,0,0,218,45,23,1,44,113,0.176,2.85,1,8,2,0,306,6,24,2,2,2 +barreja01,2016,1,ARI,NL,1,2,68,0,0,0,4,178,47,23,6,28,56,0.218,3.49,4,4,3,0,250,12,25,0,3,4 +bassich01,2016,1,OAK,AL,0,2,5,5,0,0,0,84,35,19,5,14,23,0.294,6.11,0,2,0,0,133,0,20,0,0,3 +bastaan01,2016,1,NYN,NL,0,0,41,0,0,0,0,131,41,23,8,21,46,0.244,4.74,2,1,3,2,195,11,24,2,1,2 +bastaan01,2016,2,PIT,NL,3,0,28,0,0,0,0,72,19,11,3,11,28,0.216,4.13,1,5,1,2,102,0,13,0,2,0 +bauertr01,2016,1,CLE,AL,12,8,35,28,1,0,0,570,179,90,20,70,168,0.248,4.26,1,3,9,0,811,3,96,4,7,12 +baumabu01,2016,1,SDN,NL,1,0,11,0,0,0,0,29,7,4,0,4,10,0.200,3.72,0,0,1,0,40,2,4,0,0,0 +beckch02,2016,1,CHA,AL,2,2,25,0,0,0,0,76,31,18,3,17,20,0.301,6.39,1,0,2,0,123,4,18,0,1,2 +bedroca01,2016,1,LAA,AL,2,0,45,0,0,0,1,121,30,5,1,14,51,0.207,1.12,1,3,2,0,162,9,7,0,1,3 +belisma01,2016,1,WAS,NL,0,0,40,0,0,0,0,138,43,9,2,7,32,0.244,1.76,3,2,1,0,186,6,13,1,1,4 +benoijo01,2016,1,SEA,AL,1,1,26,0,0,0,0,73,20,14,4,15,28,0.215,5.18,1,1,1,0,111,2,16,1,1,0 +benoijo01,2016,2,TOR,AL,2,0,25,0,0,0,1,71,17,1,1,9,24,0.205,0.38,0,0,0,0,93,4,1,0,1,4 +bergmch01,2016,1,COL,NL,1,3,15,1,0,0,0,74,39,23,7,6,22,0.355,8.39,0,0,0,0,119,5,24,2,1,2 +berrijo01,2016,1,MIN,AL,3,7,14,14,0,0,0,175,74,52,12,35,49,0.310,8.02,0,1,5,0,281,0,56,2,0,5 +betande01,2016,1,NYA,AL,3,6,73,0,0,0,12,219,54,25,5,28,126,0.201,3.08,0,6,1,0,299,20,31,1,1,4 +bethach01,2016,1,SDN,NL,0,0,2,0,0,0,0,5,1,0,0,3,1,0.167,0.00,0,0,1,0,10,1,0,0,0,0 +bettich01,2016,1,COL,NL,14,8,32,32,1,1,0,558,204,99,22,59,138,0.278,4.79,5,4,7,0,814,0,107,10,3,11 +biagijo01,2016,1,TOR,AL,4,3,60,0,0,0,1,203,69,23,3,19,62,0.259,3.06,1,3,5,0,295,12,28,2,3,4 +blachty01,2016,1,SFN,NL,1,0,4,2,0,0,0,51,8,2,1,5,10,0.143,1.06,0,0,0,1,62,2,2,1,0,2 +blairaa01,2016,1,ATL,NL,2,7,15,15,0,0,0,210,82,59,14,34,46,0.299,7.59,4,0,6,0,324,0,61,3,7,4 +blantjo01,2016,1,LAN,NL,7,2,75,0,0,0,0,240,55,22,7,26,80,0.194,2.48,4,3,2,0,315,15,23,0,3,5 +blazemi01,2016,1,MIL,NL,3,1,41,0,0,0,0,124,52,26,7,27,36,0.311,5.66,3,2,2,0,201,7,31,1,4,5 +bleieri01,2016,1,NYA,AL,0,0,23,0,0,0,0,69,20,5,0,4,13,0.233,1.96,0,0,1,0,92,8,6,0,1,3 +blevije01,2016,1,NYN,NL,4,2,73,0,0,0,2,126,36,13,4,15,52,0.229,2.79,3,1,1,0,178,8,14,2,3,1 +bolsimi01,2016,1,LAN,NL,1,4,6,6,0,0,0,83,33,21,7,9,25,0.303,6.83,1,0,2,0,122,0,21,2,0,2 +boscawi01,2016,1,PIT,NL,1,1,6,1,0,0,0,46,15,11,2,7,8,0.254,6.46,0,1,0,1,67,2,11,1,0,1 +boshebu01,2016,1,MIN,AL,2,0,37,0,0,0,0,108,35,17,3,7,37,0.248,4.25,1,1,1,0,152,9,21,0,3,2 +bowmama01,2016,1,SLN,NL,2,5,59,0,0,0,0,203,59,26,4,20,52,0.229,3.46,2,0,1,0,281,12,31,1,1,8 +boxbebr01,2016,1,TBA,AL,4,3,27,0,0,0,0,73,23,13,3,19,22,0.250,4.81,1,0,2,0,114,3,13,0,1,1 +boydma01,2016,1,DET,AL,6,5,20,18,0,0,0,292,97,49,17,29,82,0.258,4.53,0,1,4,0,412,1,51,0,3,8 +boyerbl01,2016,1,MIL,NL,2,4,61,0,0,0,1,198,80,29,4,17,26,0.305,3.95,3,0,1,0,282,17,30,0,2,11 +brachbr01,2016,1,BAL,AL,10,4,71,0,0,0,2,237,57,18,7,25,92,0.201,2.05,1,4,0,1,311,16,23,0,3,7 +brachsi01,2016,1,ARI,NL,0,2,26,0,0,0,0,74,31,20,7,10,17,0.295,7.30,1,3,3,0,119,11,22,0,1,2 +bradlar01,2016,1,ARI,NL,8,9,26,26,0,0,0,425,154,79,16,67,143,0.276,5.02,8,7,4,2,638,0,84,2,7,7 +bradlje01,2016,1,ATL,NL,1,1,6,0,0,0,0,21,7,4,0,6,4,0.269,5.14,2,1,0,0,33,1,4,0,1,1 +braulst01,2016,1,PIT,NL,0,3,8,7,0,0,0,100,45,18,5,17,29,0.313,4.86,1,1,2,0,166,0,26,3,0,2 +breslcr01,2016,1,MIA,NL,0,2,15,0,0,0,0,42,21,7,1,4,7,0.362,4.50,0,2,0,0,63,4,9,1,0,2 +briceau01,2016,1,MIA,NL,0,1,15,0,0,0,0,42,9,11,2,5,14,0.173,7.07,1,0,2,0,59,2,12,0,0,0 +bridwpa01,2016,1,BAL,AL,0,0,2,0,0,0,0,10,5,5,2,1,3,0.357,13.50,0,0,0,0,15,1,5,0,0,0 +brittza01,2016,1,BAL,AL,2,1,69,0,0,0,47,201,38,4,1,18,74,0.162,0.54,3,10,0,0,254,63,7,1,0,4 +broadmi01,2016,1,SFN,NL,0,0,4,0,0,0,0,16,9,7,2,1,4,0.375,11.81,0,0,0,0,25,2,7,0,0,1 +broxtjo01,2016,1,SLN,NL,4,2,66,0,0,0,0,182,52,29,7,24,57,0.229,4.30,5,1,3,0,259,14,32,2,3,1 +buchaja01,2016,1,CHN,NL,1,0,2,1,0,0,0,18,3,1,1,1,4,0.150,1.50,0,0,0,0,21,1,1,0,0,1 +buchhcl01,2016,1,BOS,AL,8,10,37,21,0,0,0,418,130,74,21,55,93,0.250,4.78,1,1,5,0,588,7,80,2,6,17 +buchtry01,2016,1,SDN,NL,3,0,67,0,0,0,1,189,34,20,4,31,78,0.160,2.86,3,3,2,0,247,10,20,0,2,4 +bumgama01,2016,1,SFN,NL,15,9,34,34,4,1,0,680,179,69,26,54,251,0.213,2.74,0,4,8,1,912,0,79,3,6,15 +bundydy01,2016,1,BAL,AL,10,6,36,14,0,0,0,329,109,49,18,42,104,0.257,4.02,4,0,6,0,474,6,52,1,1,6 +burgoen02,2016,1,ARI,NL,1,2,43,0,0,0,1,124,38,26,5,23,43,0.253,5.66,5,5,1,1,178,16,27,2,2,5 +burnese01,2016,1,WAS,NL,0,0,10,0,0,0,0,17,5,2,1,1,3,0.238,3.18,0,0,0,0,22,2,2,0,0,0 +buschma01,2016,1,ARI,NL,0,0,3,0,0,0,0,13,2,1,1,1,3,0.143,2.08,1,0,0,0,15,2,1,0,0,1 +bushma01,2016,1,TEX,AL,7,2,58,0,0,0,1,185,44,17,4,14,61,0.196,2.48,0,2,1,0,243,15,18,1,3,3 +buterdr01,2016,1,KCA,AL,0,0,2,0,0,0,0,4,1,0,0,0,1,0.200,0.00,0,0,0,0,5,2,0,0,0,0 +butleed01,2016,1,COL,NL,2,5,17,9,0,0,0,192,87,51,13,21,47,0.328,7.17,1,1,3,0,293,0,57,2,2,6 +cabrema01,2016,1,ATL,NL,5,1,41,0,0,0,6,115,31,12,0,19,32,0.225,2.82,1,2,1,0,162,10,14,2,2,5 +cahiltr01,2016,1,CHN,NL,4,4,50,1,0,0,0,197,49,20,7,35,66,0.201,2.74,3,3,5,0,284,16,22,0,0,5 +cainma01,2016,1,SFN,NL,4,8,21,17,0,0,0,268,103,56,16,32,72,0.299,5.64,1,5,6,0,397,2,58,8,6,8 +caminar01,2016,1,PIT,NL,1,2,39,0,0,0,1,123,46,16,4,22,32,0.289,3.51,0,1,4,0,187,9,17,1,1,5 +caminar01,2016,2,SEA,AL,1,1,18,0,0,0,0,59,21,8,3,11,18,0.263,3.66,1,1,1,0,93,2,14,1,0,1 +campojo01,2016,1,ARI,NL,0,0,1,0,0,0,0,17,4,2,2,2,4,0.182,3.18,0,0,0,0,24,0,3,0,0,0 +campole01,2016,1,SDN,NL,1,0,18,0,0,0,0,66,18,14,3,14,24,0.222,5.73,2,1,1,0,98,10,16,1,1,2 +capuach01,2016,1,MIL,NL,1,1,16,0,0,0,0,72,23,11,7,15,27,0.256,4.13,2,1,1,0,106,3,11,0,0,4 +carasma01,2016,1,COL,NL,1,0,19,0,0,0,0,47,25,16,1,11,17,0.373,9.19,0,2,3,0,83,7,17,0,2,2 +carmofa01,2016,1,ATL,NL,1,1,2,2,0,0,0,27,13,8,4,1,6,0.351,8.00,0,0,0,0,39,0,8,0,1,0 +carraca01,2016,1,CLE,AL,11,8,25,25,1,1,0,439,134,54,21,34,150,0.240,3.32,2,4,3,1,599,0,64,1,3,9 +carrosc02,2016,1,CHA,AL,0,0,3,0,0,0,0,7,2,3,0,1,2,0.250,11.57,0,0,1,0,10,2,3,0,0,0 +cashnan01,2016,1,SDN,NL,4,7,16,16,0,0,0,238,80,42,13,30,67,0.264,4.76,0,1,6,0,347,0,47,4,3,10 +cashnan01,2016,2,MIA,NL,1,4,12,11,0,0,0,158,62,35,6,30,45,0.301,5.98,3,2,1,0,241,1,36,2,2,9 +castrmi01,2016,1,COL,NL,0,0,19,0,0,0,0,44,18,10,3,5,12,0.300,6.14,0,0,1,0,67,4,10,1,0,1 +cecilbr01,2016,1,TOR,AL,1,7,54,0,0,0,0,110,39,16,6,8,45,0.269,3.93,0,0,2,0,157,8,17,1,1,3 +cedenxa01,2016,1,TBA,AL,3,4,54,0,0,0,0,124,36,17,2,13,43,0.229,3.70,1,3,0,0,174,7,17,1,2,2 +cervehu01,2016,1,ATL,NL,1,0,50,0,0,0,0,102,20,12,2,23,35,0.175,3.18,5,6,1,0,139,8,14,1,0,5 +cervehu01,2016,2,MIA,NL,0,0,18,0,0,0,0,28,11,5,1,5,7,0.289,4.82,0,0,0,0,43,3,5,0,0,0 +cessalu01,2016,1,NYA,AL,4,4,17,9,0,0,0,211,64,34,16,14,46,0.241,4.35,0,2,3,0,285,5,36,1,1,3 +chacijh01,2016,1,ATL,NL,1,2,5,5,0,0,0,80,29,16,4,8,27,0.274,5.40,0,0,0,0,117,0,17,2,1,0 +chacijh01,2016,2,LAA,AL,5,6,29,17,1,0,0,352,124,61,10,47,92,0.272,4.68,4,8,5,1,515,5,64,2,5,10 +chafian01,2016,1,ARI,NL,0,1,32,0,0,0,0,68,22,17,1,11,28,0.259,6.75,1,2,1,0,98,1,18,1,0,5 +chambjo03,2016,1,CLE,AL,0,0,20,0,0,0,0,60,12,5,1,11,18,0.176,2.25,3,1,1,0,82,5,6,0,2,0 +chapmar01,2016,1,NYA,AL,3,0,31,0,0,0,20,94,20,7,2,8,44,0.179,2.01,0,2,0,1,120,29,8,0,0,2 +chapmar01,2016,2,CHN,NL,1,1,28,0,0,0,16,80,12,3,0,10,46,0.132,1.01,0,6,0,0,102,23,4,0,1,0 +chapmke02,2016,1,HOU,AL,0,0,9,0,0,0,0,24,15,8,0,4,6,0.395,9.00,0,0,0,0,42,1,8,0,0,1 +chargjt01,2016,1,MIN,AL,1,1,25,0,0,0,0,69,25,12,0,12,17,0.291,4.70,0,3,1,0,100,10,12,0,1,5 +chatwty01,2016,1,COL,NL,12,9,27,27,0,0,0,474,147,68,15,70,117,0.250,3.87,2,7,5,0,669,0,75,2,3,22 +chaveje01,2016,1,TOR,AL,1,2,39,0,0,0,0,124,43,21,9,10,42,0.269,4.57,0,1,2,0,173,6,22,0,1,4 +chaveje01,2016,2,LAN,NL,1,0,23,0,0,0,0,77,28,12,3,8,21,0.277,4.21,3,0,0,0,109,3,14,0,0,3 +chenwe02,2016,1,MIA,NL,5,5,22,22,0,0,0,370,134,68,22,24,100,0.276,4.96,0,1,3,0,520,0,69,3,4,10 +cingrto01,2016,1,CIN,NL,2,5,65,0,0,0,17,189,54,29,5,37,49,0.236,4.14,1,3,3,1,271,34,30,1,1,5 +cishest01,2016,1,SEA,AL,4,6,62,0,0,0,25,192,44,20,8,21,76,0.190,2.81,2,4,4,0,258,40,21,1,0,2 +claudal01,2016,1,TEX,AL,4,1,39,0,0,0,0,155,55,16,2,10,34,0.270,2.79,0,0,1,0,217,15,19,0,2,8 +clemepa02,2016,1,MIA,NL,1,0,2,2,0,0,0,30,11,7,5,8,6,0.289,6.30,0,0,1,0,47,0,7,0,0,2 +clemepa02,2016,2,SDN,NL,3,5,16,12,0,0,0,184,61,25,9,23,47,0.257,3.67,0,4,3,1,267,2,32,1,3,6 +clevimi01,2016,1,CLE,AL,3,3,17,10,0,0,0,159,50,31,8,29,50,0.246,5.26,0,2,0,0,233,3,31,0,1,1 +clippty01,2016,1,ARI,NL,2,3,40,0,0,0,1,113,34,18,7,15,46,0.245,4.30,0,1,0,3,155,10,18,1,0,1 +clippty01,2016,2,NYA,AL,2,3,29,0,0,0,2,76,20,7,3,11,26,0.211,2.49,2,4,1,0,107,7,9,0,0,1 +cobbal01,2016,1,TBA,AL,1,2,5,5,0,0,0,66,32,21,5,7,16,0.337,8.59,0,0,0,0,104,0,22,1,1,1 +cokeph01,2016,1,NYA,AL,0,0,3,0,0,0,0,18,7,4,1,4,1,0.292,6.00,0,0,1,0,29,2,5,0,0,1 +cokeph01,2016,2,PIT,NL,0,0,3,0,0,0,0,12,3,0,0,3,3,0.231,0.00,1,0,0,0,16,1,0,0,0,2 +coleaj01,2016,1,WAS,NL,1,2,8,8,0,0,0,115,37,22,7,14,39,0.248,5.17,1,1,2,0,168,0,24,0,3,0 +colege01,2016,1,PIT,NL,7,10,21,21,1,0,0,348,131,50,7,36,98,0.289,3.88,3,5,6,1,506,0,57,4,6,9 +colemlo01,2016,1,LAN,NL,2,1,61,0,0,0,0,144,45,25,5,24,45,0.250,4.69,2,3,3,0,211,11,27,2,2,3 +collmjo01,2016,1,ARI,NL,1,0,15,0,0,0,0,67,21,12,4,11,17,0.253,4.84,1,0,2,0,97,10,12,1,0,4 +collmjo01,2016,2,ATL,NL,2,0,3,3,0,0,0,57,15,5,3,5,16,0.221,2.37,0,0,1,0,76,0,5,2,0,2 +colomal01,2016,1,TBA,AL,2,4,57,0,0,0,37,170,43,12,6,15,71,0.206,1.91,1,1,2,0,226,48,12,0,0,5 +colonba01,2016,1,NYN,NL,15,8,34,33,0,0,0,575,200,73,24,32,128,0.268,3.43,2,0,3,0,791,0,81,7,4,19 +colonjo01,2016,1,CLE,AL,1,3,11,0,0,0,0,30,12,8,2,7,10,0.279,7.20,1,1,0,1,50,5,9,0,0,0 +concege01,2016,1,CHN,NL,0,0,3,0,0,0,0,7,2,1,0,1,2,0.250,3.86,0,0,0,0,10,1,1,0,1,0 +conlead01,2016,1,MIA,NL,8,6,25,25,0,0,0,400,125,57,13,62,124,0.250,3.85,7,9,11,0,584,0,59,7,3,14 +corbipa01,2016,1,ARI,NL,5,13,36,24,0,0,1,467,177,89,24,66,131,0.286,5.15,2,9,5,0,701,6,109,6,5,15 +cosarja01,2016,1,MIA,NL,0,1,4,4,0,0,0,59,19,13,0,16,11,0.257,5.95,2,2,0,0,92,0,14,1,1,3 +cosarja01,2016,2,SDN,NL,0,3,9,9,0,0,0,112,42,25,4,23,27,0.278,6.03,0,1,2,0,176,0,27,0,0,8 +cothaca01,2016,1,CIN,NL,0,3,23,0,0,0,0,73,32,20,3,12,21,0.323,7.40,2,1,3,0,117,3,21,1,2,2 +cottojh01,2016,1,OAK,AL,2,0,5,5,0,0,0,88,20,7,4,4,23,0.185,2.15,0,1,0,0,112,0,10,0,0,2 +couloda01,2016,1,OAK,AL,3,1,35,0,0,0,0,143,37,24,6,17,54,0.216,4.53,2,3,0,0,193,11,24,2,3,3 +cravyty01,2016,1,MIL,NL,0,1,20,2,0,0,0,85,21,9,3,12,22,0.208,2.86,1,0,1,0,116,4,9,1,1,0 +crockky01,2016,1,CLE,AL,0,0,29,0,0,0,0,48,16,9,0,7,17,0.258,5.06,2,1,0,1,70,4,9,0,1,1 +cuetojo01,2016,1,SFN,NL,18,5,32,32,5,2,0,659,195,68,15,45,198,0.238,2.79,1,3,8,1,881,0,71,7,3,13 +cuevawi01,2016,1,BOS,AL,0,1,3,0,0,0,0,15,5,2,0,6,3,0.294,3.60,0,0,0,0,24,2,2,1,0,0 +cunnibr02,2016,1,ATL,NL,2,0,15,0,0,0,0,51,14,8,2,9,16,0.233,4.24,1,1,2,0,74,3,9,2,1,0 +curtiza01,2016,1,ARI,NL,0,1,21,0,0,0,0,40,13,10,2,13,10,0.255,6.75,1,0,3,0,67,2,10,0,0,1 +danisty01,2016,1,CHA,AL,0,0,3,0,0,0,0,5,6,2,0,3,0,0.667,10.80,1,0,0,0,12,2,2,0,0,0 +danksjo01,2016,1,CHA,AL,0,4,4,4,0,0,0,67,28,18,5,11,16,0.322,7.25,0,1,0,0,100,0,20,0,2,4 +darviyu01,2016,1,TEX,AL,7,5,17,17,0,0,0,301,81,38,12,31,132,0.214,3.41,1,6,3,0,416,0,43,0,4,3 +davieza01,2016,1,MIL,NL,11,7,28,28,0,0,0,490,166,72,20,38,135,0.263,3.97,0,3,6,0,682,0,79,3,4,11 +daviswa01,2016,1,KCA,AL,2,1,45,0,0,0,27,130,33,9,0,16,47,0.210,1.87,0,4,3,0,176,40,9,0,0,4 +daytogr01,2016,1,LAN,NL,0,1,25,0,0,0,0,79,14,6,4,6,39,0.149,2.05,0,0,1,0,101,0,7,0,0,0 +deanpa02,2016,1,MIN,AL,1,6,19,9,0,0,0,202,88,47,13,23,50,0.321,6.28,1,1,0,0,300,4,47,1,2,11 +degroja01,2016,1,NYN,NL,7,8,24,24,1,1,0,444,142,50,15,36,143,0.255,3.04,0,4,3,0,604,0,53,5,3,15 +delabst01,2016,1,CIN,NL,0,0,7,0,0,0,0,24,5,6,1,10,10,0.172,6.75,0,1,1,0,40,0,6,0,0,0 +delacjo01,2016,1,ATL,NL,0,7,22,9,0,0,0,188,65,34,10,22,37,0.263,4.88,0,0,2,0,276,2,40,3,2,3 +delarjo01,2016,1,COL,NL,8,9,27,24,0,0,0,402,157,82,23,63,108,0.293,5.51,3,7,8,1,614,0,93,4,3,15 +delarru01,2016,1,ARI,NL,4,5,13,10,0,0,0,152,43,24,8,20,54,0.219,4.26,1,2,4,1,222,1,26,1,1,0 +deleojo03,2016,1,LAN,NL,2,0,4,4,0,0,0,51,19,12,5,7,15,0.288,6.35,1,0,3,0,80,0,17,3,1,0 +delgara01,2016,1,ARI,NL,5,2,79,0,0,0,0,225,77,37,8,36,68,0.265,4.44,3,7,2,0,337,14,39,3,5,4 +delosab01,2016,1,CIN,NL,0,0,5,0,0,0,0,17,7,7,1,4,2,0.318,11.12,0,1,1,0,28,1,7,0,1,0 +dermoma01,2016,1,TOR,AL,0,0,5,0,0,0,0,9,6,4,1,0,5,0.400,12.00,0,1,1,0,16,1,4,0,0,0 +desclan01,2016,1,CIN,NL,9,5,20,20,1,1,0,370,120,45,16,30,105,0.259,3.28,2,6,4,1,507,0,51,7,3,12 +despaod01,2016,1,BAL,AL,0,2,16,0,0,0,0,82,32,17,3,15,17,0.305,5.60,1,0,1,1,122,5,18,0,1,7 +despaod01,2016,2,MIA,NL,0,0,3,0,0,0,0,9,4,3,0,1,0,0.364,9.00,0,0,0,0,13,3,3,0,1,1 +detwiro01,2016,1,CLE,AL,0,0,7,0,0,0,0,14,3,3,1,4,3,0.188,5.79,0,0,0,0,21,0,3,0,1,1 +detwiro01,2016,2,OAK,AL,2,4,9,7,0,0,0,132,56,30,4,15,23,0.306,6.14,0,3,1,0,199,0,31,0,0,5 +devench02,2016,1,HOU,AL,4,4,48,5,0,0,1,325,79,26,4,20,104,0.206,2.16,0,2,3,0,408,16,26,1,1,10 +diamosc01,2016,1,TOR,AL,0,0,1,0,0,0,0,3,2,3,0,2,0,0.400,27.00,0,0,0,0,7,1,3,0,0,0 +diazda01,2016,1,CIN,NL,0,0,6,0,0,0,0,20,10,7,2,7,3,0.370,9.45,0,0,0,0,36,0,9,1,1,3 +diazed04,2016,1,SEA,AL,0,4,49,0,0,0,18,155,45,16,5,15,88,0.226,2.79,2,6,3,1,217,23,16,0,0,1 +diazju03,2016,1,CIN,NL,1,1,45,0,0,0,0,129,36,15,8,19,37,0.224,3.14,1,5,1,0,182,11,20,1,0,4 +dickera01,2016,1,TOR,AL,10,15,30,29,0,0,0,509,169,84,28,63,126,0.258,4.46,0,5,6,1,728,1,97,1,3,21 +diekmja01,2016,1,TEX,AL,4,2,66,0,0,0,4,159,36,20,4,26,59,0.189,3.40,1,3,3,0,221,14,22,0,2,5 +dominjo01,2016,1,SDN,NL,1,0,34,0,0,0,0,107,34,20,5,17,20,0.258,5.05,1,2,4,0,155,6,23,1,1,8 +doolise01,2016,1,OAK,AL,2,3,44,0,0,0,4,117,33,14,6,8,45,0.231,3.23,2,1,0,0,155,13,14,4,0,1 +drabeky01,2016,1,ARI,NL,0,0,1,0,0,0,0,6,1,1,0,4,2,0.143,4.50,0,0,0,0,11,0,1,0,0,0 +drakeol01,2016,1,BAL,AL,1,0,14,0,0,0,0,54,11,8,2,7,21,0.167,4.00,0,1,0,0,74,5,11,1,0,0 +duensbr01,2016,1,BAL,AL,1,0,14,0,0,0,0,40,13,6,2,3,10,0.250,4.05,1,1,0,0,55,4,6,0,0,1 +duffety01,2016,1,MIN,AL,9,12,26,26,0,0,0,399,167,95,25,32,114,0.301,6.43,3,9,6,1,596,0,103,2,2,14 +duffyda01,2016,1,KCA,AL,12,3,42,26,1,0,0,539,163,70,27,42,188,0.241,3.51,0,4,7,0,731,5,71,4,2,13 +dukeza01,2016,1,CHA,AL,2,0,53,0,0,0,1,113,31,11,2,16,42,0.225,2.63,3,2,2,0,159,9,11,2,1,4 +dukeza01,2016,2,SLN,NL,0,1,28,0,0,0,1,70,17,5,0,13,26,0.205,1.93,0,2,2,0,99,4,5,1,0,3 +dullry01,2016,1,OAK,AL,5,5,70,0,0,0,3,223,50,20,10,15,73,0.186,2.42,4,6,1,0,290,9,23,0,5,2 +dunnmi01,2016,1,MIA,NL,6,1,51,0,0,0,0,127,43,16,5,11,38,0.270,3.40,0,2,3,0,176,5,16,1,2,3 +dysonsa01,2016,1,TEX,AL,3,2,73,0,0,0,38,211,63,19,5,23,55,0.244,2.43,0,3,3,0,285,53,19,1,0,12 +edginjo01,2016,1,NYN,NL,1,0,16,0,0,0,0,31,10,6,1,6,11,0.270,5.23,0,1,0,0,45,4,6,0,2,2 +edwarca01,2016,1,CHN,NL,0,1,36,0,0,0,2,108,15,15,4,14,52,0.123,3.75,1,5,0,0,138,10,15,0,2,2 +eflinza01,2016,1,PHI,NL,3,5,11,11,2,1,0,190,67,39,12,17,31,0.269,5.54,1,1,1,0,272,0,42,1,4,5 +egeco01,2016,1,MIA,NL,0,0,5,0,0,0,0,9,8,4,1,2,2,0.571,12.00,0,0,1,0,19,1,4,0,2,0 +egeco01,2016,2,LAA,AL,1,0,13,0,0,0,0,26,8,1,1,3,9,0.250,1.04,0,0,0,0,36,3,1,0,1,1 +eickhje01,2016,1,PHI,NL,11,14,33,33,0,0,0,592,187,80,30,42,167,0.251,3.65,2,6,8,2,811,0,88,6,10,14 +eliasro01,2016,1,BOS,AL,0,1,3,1,0,0,0,23,15,11,2,5,3,0.417,12.91,1,0,0,0,41,2,11,0,0,1 +ellinbr02,2016,1,MIA,NL,4,2,32,0,0,0,0,99,27,9,2,16,32,0.223,2.45,2,3,2,1,142,7,10,1,1,3 +eovalna01,2016,1,NYA,AL,9,8,24,21,0,0,0,374,123,66,23,40,97,0.255,4.76,2,5,1,0,525,2,66,1,1,8 +erlinro01,2016,1,SDN,NL,1,2,3,2,0,0,0,47,12,7,3,3,13,0.218,4.02,0,2,0,0,58,0,7,0,0,5 +eschja01,2016,1,MIA,NL,0,1,3,3,0,0,0,39,17,8,4,6,10,0.327,5.54,1,0,1,0,59,0,8,0,0,4 +escobed01,2016,1,MIN,AL,0,0,1,0,0,0,0,3,1,0,0,0,0,0.250,0.00,0,0,0,0,4,1,0,0,0,0 +escobed02,2016,1,ARI,NL,1,2,25,2,0,0,0,71,33,19,4,12,17,0.333,7.23,3,0,4,0,116,3,21,1,0,3 +estevca01,2016,1,COL,NL,3,7,63,0,0,0,11,165,50,32,6,28,59,0.240,5.24,4,3,5,0,246,26,32,1,4,1 +estrama01,2016,1,TOR,AL,9,9,29,29,0,0,0,528,132,68,23,65,165,0.203,3.48,1,5,4,0,723,0,73,0,3,6 +evelada01,2016,1,TBA,AL,0,1,33,0,0,0,0,69,32,23,3,19,21,0.333,9.00,3,0,3,0,119,8,23,0,1,3 +familje01,2016,1,NYN,NL,3,4,78,0,0,0,51,233,63,22,1,31,84,0.220,2.55,6,3,1,0,321,67,25,2,1,10 +farmebu01,2016,1,DET,AL,0,1,14,1,0,0,0,88,25,15,4,20,27,0.231,4.60,1,2,1,0,131,7,15,1,1,3 +farquda01,2016,1,TBA,AL,1,0,35,0,0,0,0,106,33,12,8,15,46,0.241,3.06,1,1,4,0,158,11,14,2,0,1 +faulkan01,2016,1,TEX,AL,0,0,9,0,0,0,0,20,8,5,3,4,1,0.286,6.75,1,2,0,0,32,1,7,0,0,1 +feldmsc01,2016,1,HOU,AL,5,3,26,5,0,0,0,186,64,20,8,13,42,0.264,2.90,3,0,3,0,265,9,27,4,3,4 +feldmsc01,2016,2,TOR,AL,2,1,14,0,0,0,0,45,23,14,2,6,14,0.348,8.40,0,0,0,0,73,4,15,1,0,2 +felizmi01,2016,1,HOU,AL,8,1,47,0,0,0,0,195,55,32,10,22,95,0.224,4.43,0,6,0,0,270,17,33,0,2,1 +felizne01,2016,1,PIT,NL,4,2,62,0,0,0,2,161,40,21,10,21,61,0.207,3.52,1,3,1,0,218,6,21,2,1,5 +fernajo02,2016,1,MIA,NL,16,8,29,29,0,0,0,547,149,58,13,55,253,0.224,2.86,6,9,6,1,737,0,63,7,5,14 +fieldjo03,2016,1,HOU,AL,0,0,15,0,0,0,0,47,23,12,2,3,20,0.343,6.89,0,0,0,0,71,7,14,0,1,2 +fieldjo03,2016,2,LAN,NL,1,0,22,0,0,0,0,58,20,6,2,8,22,0.256,2.79,2,0,1,0,87,5,8,0,0,1 +fienca01,2016,1,MIN,AL,1,0,14,0,0,0,0,41,21,12,5,3,12,0.350,7.90,0,1,0,0,63,2,12,0,0,2 +fienca01,2016,2,LAN,NL,0,1,25,0,0,0,0,77,24,12,8,7,23,0.245,4.21,3,0,0,0,106,5,12,1,0,0 +fiersmi01,2016,1,HOU,AL,11,8,31,30,0,0,0,506,187,84,26,42,134,0.280,4.48,0,17,7,0,724,0,89,3,5,6 +finnebr01,2016,1,CIN,NL,10,11,31,31,1,0,0,516,150,76,29,84,145,0.236,3.98,2,6,4,2,734,0,86,5,5,17 +fistedo01,2016,1,HOU,AL,12,13,32,32,0,0,0,541,195,93,24,62,115,0.276,4.64,1,10,7,0,779,0,98,0,3,20 +flahery01,2016,1,BAL,AL,0,0,1,0,0,0,0,3,3,2,1,0,0,0.429,18.00,0,0,0,0,7,1,2,0,0,0 +flandyo01,2016,1,COL,NL,0,0,2,0,0,0,0,11,8,5,0,3,0,0.500,12.27,1,0,0,0,20,0,6,1,0,2 +floreke01,2016,1,MIA,NL,0,0,1,1,0,0,0,9,1,0,0,3,1,0.100,0.00,0,0,0,0,13,0,0,0,0,0 +florody01,2016,1,TBA,AL,0,1,12,0,0,0,0,45,23,7,0,5,14,0.348,4.20,1,2,0,0,72,4,8,0,1,3 +floydga01,2016,1,TOR,AL,2,4,28,0,0,0,0,93,23,14,4,8,30,0.205,4.06,1,4,3,0,124,10,14,0,1,2 +flynnbr01,2016,1,KCA,AL,1,2,36,1,0,0,0,166,38,16,5,23,44,0.198,2.60,0,8,1,0,221,11,19,4,1,11 +foltymi01,2016,1,ATL,NL,9,5,22,22,0,0,0,370,125,59,18,35,111,0.263,4.31,2,13,6,1,525,0,61,5,4,7 +freemsa01,2016,1,MIL,NL,0,0,7,0,0,0,0,23,13,11,2,9,8,0.394,12.91,0,1,0,0,44,4,11,0,2,1 +friasca01,2016,1,LAN,NL,0,0,1,0,0,0,0,12,2,0,0,1,3,0.143,0.00,0,0,0,0,15,1,0,0,0,0 +friedch01,2016,1,SDN,NL,5,12,24,23,0,0,0,388,131,69,13,52,100,0.259,4.80,2,7,2,0,567,0,74,3,5,7 +fulmeca01,2016,1,CHA,AL,0,2,8,0,0,0,0,35,12,11,2,7,10,0.273,8.49,0,2,2,0,53,4,11,0,0,2 +fulmemi01,2016,1,DET,AL,11,7,26,26,1,1,0,477,136,54,16,42,132,0.231,3.06,1,1,9,1,647,0,57,4,2,17 +gallayo01,2016,1,BAL,AL,6,8,23,23,0,0,0,354,126,71,16,61,85,0.276,5.42,2,6,1,0,526,0,74,1,6,13 +gamboed01,2016,1,TBA,AL,0,2,7,0,0,0,0,40,9,2,1,8,11,0.196,1.35,0,0,0,0,54,3,3,0,0,1 +gantjo01,2016,1,ATL,NL,1,4,20,7,0,0,0,150,54,27,7,21,49,0.278,4.86,3,4,2,0,222,6,32,3,2,4 +garcija01,2016,1,SFN,NL,2,5,62,0,0,0,31,174,50,23,8,19,65,0.235,3.57,2,4,5,2,241,44,23,3,1,6 +garcija02,2016,1,SLN,NL,10,13,32,30,1,1,0,515,179,89,26,57,150,0.268,4.67,3,8,7,0,741,0,94,7,2,21 +garcilu03,2016,1,PHI,NL,1,1,17,0,0,0,0,46,21,11,2,8,14,0.318,6.46,1,2,1,0,76,7,11,0,1,0 +garciyi01,2016,1,LAN,NL,0,0,9,0,0,0,0,25,9,3,0,1,4,0.310,3.24,0,0,1,0,35,1,3,2,2,1 +garnepe01,2016,1,CLE,AL,0,0,8,0,0,0,0,28,12,5,0,5,12,0.308,4.82,1,1,2,0,46,0,6,0,0,1 +gartory01,2016,1,TBA,AL,1,2,37,0,0,0,1,118,44,19,5,11,33,0.277,4.35,2,2,0,0,171,14,20,1,0,4 +garzama01,2016,1,MIL,NL,6,8,19,19,0,0,0,305,117,51,11,36,70,0.283,4.51,2,3,3,0,461,0,67,4,4,8 +gausmke01,2016,1,BAL,AL,9,12,30,30,0,0,0,539,183,72,28,47,174,0.262,3.61,1,8,5,0,757,0,76,4,3,19 +gearrco01,2016,1,SFN,NL,3,2,56,0,0,0,3,145,42,23,4,14,45,0.233,4.28,2,1,1,0,197,10,24,0,2,7 +geedi01,2016,1,KCA,AL,8,9,33,14,0,0,0,375,146,65,24,37,89,0.291,4.68,3,1,6,1,551,3,67,3,3,10 +geltzst01,2016,1,TBA,AL,0,2,27,0,0,0,0,80,24,17,11,9,23,0.238,5.74,0,3,1,0,112,11,17,0,1,1 +germego01,2016,1,COL,NL,2,1,40,0,0,0,1,122,41,24,5,25,32,0.266,5.31,3,5,1,0,182,8,25,1,1,3 +gibsoky01,2016,1,MIN,AL,6,11,25,25,1,0,0,442,175,83,20,55,104,0.298,5.07,3,9,4,0,653,0,89,3,4,21 +gileske01,2016,1,HOU,AL,2,5,69,0,0,0,15,197,60,30,8,25,102,0.234,4.11,1,14,2,0,286,24,32,2,1,0 +gilmase01,2016,1,NYN,NL,0,1,14,1,0,0,0,53,21,14,4,7,11,0.300,7.13,1,0,1,0,79,3,14,1,0,2 +gimench01,2016,1,CLE,AL,0,0,2,0,0,0,0,9,4,4,1,0,0,0.308,12.00,0,0,0,0,13,2,4,0,0,0 +giolilu01,2016,1,WAS,NL,0,1,6,4,0,0,0,64,26,16,7,12,11,0.295,6.75,0,1,1,1,101,1,18,0,0,2 +girodch01,2016,1,TOR,AL,0,0,14,0,0,0,0,31,11,5,3,2,5,0.268,4.35,0,1,1,0,44,2,5,0,0,1 +givenmy01,2016,1,BAL,AL,8,2,66,0,0,0,0,224,59,26,6,36,96,0.220,3.13,2,3,6,0,313,8,28,2,1,6 +glasnty01,2016,1,PIT,NL,0,2,7,4,0,0,0,70,22,11,2,13,24,0.250,4.24,0,2,3,1,105,0,13,1,0,5 +gloveko01,2016,1,WAS,NL,2,0,19,0,0,0,0,59,15,11,3,7,16,0.200,5.03,1,1,1,0,83,4,12,0,0,1 +godleza01,2016,1,ARI,NL,5,4,27,9,0,0,0,224,86,53,13,25,60,0.289,6.39,4,5,4,0,335,1,54,7,1,4 +goedder01,2016,1,NYN,NL,2,2,36,0,0,0,0,107,33,18,5,14,36,0.234,4.54,1,5,1,0,157,10,20,0,1,0 +goforda01,2016,1,MIL,NL,0,0,10,0,0,0,0,32,18,13,3,4,9,0.353,10.97,1,1,0,0,55,7,14,0,0,0 +goinsry01,2016,1,TOR,AL,0,0,1,0,0,0,0,3,2,0,0,1,0,0.500,0.00,1,0,0,0,5,0,0,0,0,1 +gomezje01,2016,1,PHI,NL,3,5,70,0,0,0,37,206,78,37,6,22,47,0.289,4.85,2,3,2,0,297,59,38,0,3,10 +gonzach01,2016,1,TEX,AL,0,2,3,3,0,0,0,31,21,10,1,9,7,0.404,8.71,0,0,0,0,62,0,13,0,1,1 +gonzagi01,2016,1,WAS,NL,11,11,32,32,0,0,0,532,179,90,19,59,171,0.262,4.57,2,7,9,0,765,0,98,8,5,17 +gonzami03,2016,1,CHA,AL,5,8,24,23,0,0,0,405,132,56,11,35,95,0.254,3.73,1,3,6,0,566,0,61,1,5,10 +gonzase01,2016,1,PHI,NL,1,2,27,0,0,0,0,106,40,22,4,7,34,0.286,5.60,1,0,1,1,151,12,22,0,3,1 +goodyni01,2016,1,NYA,AL,0,0,27,0,0,0,0,87,30,15,7,12,34,0.265,4.66,1,0,1,0,128,10,15,1,1,1 +gorzeto01,2016,1,CLE,AL,1,0,7,0,0,0,0,9,4,7,1,5,4,0.308,21.00,1,0,0,0,18,1,7,0,0,0 +gotttr01,2016,1,WAS,NL,0,0,9,0,0,0,0,18,6,1,0,3,6,0.250,1.50,1,0,1,0,28,1,1,0,0,0 +gracema02,2016,1,WAS,NL,0,0,5,0,0,0,0,9,1,0,0,0,4,0.100,0.00,0,0,0,0,10,1,0,0,0,0 +grahajr01,2016,1,MIN,AL,0,0,1,0,0,0,0,5,3,2,0,1,2,0.375,10.80,0,0,0,0,9,0,2,0,0,0 +graveke01,2016,1,OAK,AL,10,11,31,31,2,1,0,558,196,85,22,47,108,0.271,4.11,2,2,7,0,786,0,87,2,6,19 +grayjo02,2016,1,COL,NL,10,10,29,29,1,1,0,504,153,86,18,59,185,0.243,4.61,2,7,12,0,712,0,92,5,5,10 +grayso01,2016,1,OAK,AL,5,11,22,22,0,0,0,351,133,74,18,42,94,0.286,5.69,0,15,2,0,517,0,80,0,7,9 +greench03,2016,1,NYA,AL,2,4,12,8,0,0,1,137,49,24,12,15,52,0.272,4.73,0,1,1,0,198,4,26,1,1,3 +greensh02,2016,1,DET,AL,5,4,50,3,0,0,2,181,58,39,3,22,59,0.257,5.82,1,0,4,0,256,4,39,2,2,5 +gregelu01,2016,1,HOU,AL,4,3,59,0,0,0,15,173,38,21,5,18,67,0.183,3.28,2,6,2,0,230,25,23,0,2,3 +greinza01,2016,1,ARI,NL,13,7,26,26,1,1,0,476,161,77,23,41,134,0.262,4.37,3,1,0,0,667,0,80,7,4,9 +griffaj01,2016,1,TEX,AL,7,4,23,23,0,0,0,357,116,67,28,46,107,0.256,5.07,1,0,7,1,509,0,68,0,3,10 +grillja01,2016,1,ATL,NL,1,2,21,0,0,0,2,51,16,10,2,13,23,0.242,5.29,1,1,1,0,81,8,11,0,1,1 +grillja01,2016,2,TOR,AL,6,4,46,0,0,0,2,126,28,17,8,19,58,0.189,3.64,0,1,1,0,170,6,17,0,2,4 +grimmju01,2016,1,CHN,NL,2,1,68,0,0,0,0,158,47,24,5,23,65,0.234,4.10,2,7,1,0,225,11,24,0,0,0 +gsellro01,2016,1,NYN,NL,4,2,8,7,0,0,0,134,42,12,1,15,42,0.258,2.42,2,1,1,0,185,0,12,4,2,3 +guaipma01,2016,1,SEA,AL,0,0,5,0,0,0,0,22,8,4,0,4,5,0.276,4.91,0,0,0,0,34,0,6,0,1,0 +guerrde01,2016,1,LAA,AL,3,0,44,0,0,0,0,160,52,19,6,7,36,0.249,3.21,0,2,2,1,220,11,23,1,1,3 +guerrja01,2016,1,LAA,AL,0,0,7,0,0,0,0,19,5,4,1,7,4,0.227,5.68,1,1,1,0,30,1,4,0,0,2 +guerrju02,2016,1,MIL,NL,9,3,20,20,0,0,0,365,94,38,10,43,100,0.213,2.81,2,7,3,1,492,0,40,3,2,10 +guerrta01,2016,1,SDN,NL,0,0,1,0,0,0,0,6,3,1,0,1,0,0.375,4.50,0,0,0,0,9,1,1,0,0,0 +gurkaja01,2016,1,COL,NL,0,0,6,0,0,0,0,29,16,10,1,2,7,0.381,9.31,0,0,0,0,45,5,10,0,1,1 +gustaja01,2016,1,HOU,AL,1,0,14,0,0,0,0,46,13,6,2,4,16,0.232,3.52,0,2,0,0,60,4,6,0,0,1 +hahnje01,2016,1,OAK,AL,2,4,9,9,0,0,0,139,57,31,8,19,23,0.313,6.02,1,2,0,0,203,0,32,1,1,10 +haleda02,2016,1,COL,NL,0,0,2,0,0,0,0,6,4,3,1,2,1,0.400,13.50,0,0,0,0,12,0,3,0,0,0 +hallco01,2016,1,MIA,NL,0,0,2,0,0,0,0,9,4,4,1,3,3,0.308,12.00,1,0,0,0,16,2,4,0,0,0 +hamelco01,2016,1,TEX,AL,15,5,32,32,0,0,0,602,185,74,24,77,200,0.243,3.32,1,4,8,1,848,0,83,1,2,19 +hammeja01,2016,1,CHN,NL,15,10,30,30,0,0,0,500,148,71,25,53,144,0.239,3.83,0,9,9,0,692,0,77,7,3,14 +handbr01,2016,1,SDN,NL,4,4,82,0,0,0,1,268,63,29,8,36,111,0.195,2.92,4,7,1,0,364,16,32,2,2,6 +happja01,2016,1,TOR,AL,20,4,32,32,0,0,0,585,168,69,22,60,163,0.231,3.18,0,3,6,2,796,0,72,2,2,21 +hardybl01,2016,1,DET,AL,1,0,21,0,0,0,0,77,25,10,2,12,20,0.253,3.51,1,1,0,0,112,10,11,1,0,3 +harrelu01,2016,1,ATL,NL,2,2,5,5,0,0,0,88,25,11,1,12,21,0.234,3.38,0,3,3,0,124,0,13,1,1,2 +harrelu01,2016,2,TEX,AL,1,0,4,4,0,0,0,53,21,11,3,13,15,0.309,5.60,0,2,1,0,84,0,11,1,1,3 +harriwi02,2016,1,HOU,AL,1,2,66,0,0,0,12,192,52,16,3,15,69,0.220,2.25,1,4,1,0,255,19,17,1,2,6 +hartdo01,2016,1,BAL,AL,0,0,22,0,0,0,0,55,12,1,1,6,12,0.194,0.49,1,0,0,0,71,3,1,2,1,2 +harvema01,2016,1,NYN,NL,4,10,17,17,0,0,0,278,111,50,8,25,76,0.302,4.86,1,4,1,0,402,0,55,5,4,10 +hatchch02,2016,1,LAN,NL,5,4,37,0,0,0,0,122,40,25,8,21,43,0.253,5.53,4,4,1,0,181,10,26,1,0,3 +hathast01,2016,1,ARI,NL,0,0,24,0,0,0,0,44,18,8,1,6,15,0.305,4.91,0,0,0,0,65,0,8,0,0,2 +hayesdr01,2016,1,CIN,NL,0,0,6,0,0,0,0,29,15,9,3,6,8,0.357,8.38,1,0,0,0,48,1,10,0,0,2 +heanean01,2016,1,LAA,AL,0,1,1,1,0,0,0,18,7,4,2,0,7,0.280,6.00,0,0,0,0,25,0,4,0,0,0 +hellebe01,2016,1,NYA,AL,1,0,10,0,0,0,0,21,11,5,3,4,6,0.324,6.43,1,0,2,0,40,4,5,0,0,0 +hellije01,2016,1,PHI,NL,12,10,32,32,1,1,0,567,173,78,24,45,154,0.243,3.71,0,6,6,1,772,0,86,4,6,21 +hembrhe01,2016,1,BOS,AL,4,1,38,0,0,0,0,153,51,15,6,17,47,0.249,2.65,1,0,0,0,223,8,23,0,1,2 +hendeji01,2016,1,NYN,NL,2,2,44,0,0,0,0,105,34,16,7,14,40,0.248,4.11,0,0,2,1,155,8,17,1,1,1 +hendrky01,2016,1,CHN,NL,16,8,31,30,2,1,0,570,142,45,15,44,170,0.207,2.13,3,5,8,0,745,0,53,4,3,12 +hendrli01,2016,1,OAK,AL,0,4,53,0,0,0,0,194,69,27,6,14,71,0.270,3.76,3,3,1,0,275,10,31,0,4,6 +hernada01,2016,1,PHI,NL,3,4,70,0,0,0,1,218,77,31,11,32,80,0.270,3.84,5,6,2,0,322,16,31,1,1,5 +hernafe02,2016,1,SEA,AL,11,8,25,25,0,0,0,460,138,65,19,65,122,0.239,3.82,0,6,10,0,655,0,76,3,0,17 +herreke01,2016,1,KCA,AL,2,6,72,0,0,0,12,216,57,22,6,12,86,0.214,2.75,0,3,3,0,283,23,23,1,1,3 +herrmfr01,2016,1,PHI,NL,1,2,14,0,0,0,0,45,20,14,7,5,14,0.323,8.40,0,3,1,0,69,4,16,1,0,2 +hesslke01,2016,1,ARI,NL,0,0,2,0,0,0,0,9,5,3,0,2,2,0.357,9.00,0,0,1,0,17,1,3,0,0,0 +hesslke01,2016,2,SDN,NL,1,0,15,0,0,0,0,56,19,7,2,11,9,0.257,3.38,2,0,0,0,86,4,7,1,0,1 +hestoch01,2016,1,SFN,NL,1,1,4,0,0,0,0,15,9,6,0,6,3,0.409,10.80,2,3,0,0,29,0,6,1,0,0 +hillri01,2016,1,OAK,AL,9,3,14,14,0,0,0,228,55,19,2,28,90,0.201,2.25,0,0,8,0,311,0,22,0,1,8 +hillri01,2016,2,LAN,NL,3,2,6,6,0,0,0,103,22,7,2,5,39,0.182,1.83,0,0,0,0,128,0,7,1,1,0 +hinojda01,2016,1,PHI,NL,0,1,10,0,0,0,0,33,10,4,1,3,8,0.250,3.27,0,0,0,0,44,4,4,0,1,1 +hochelu01,2016,1,KCA,AL,2,3,40,0,0,0,0,112,31,16,6,9,40,0.226,3.86,0,2,3,0,151,1,17,1,1,1 +hoffmje02,2016,1,COL,NL,0,4,8,6,0,0,0,94,37,17,7,17,22,0.287,4.88,1,4,0,0,147,0,29,1,0,4 +holadbr01,2016,1,TEX,AL,0,0,1,0,0,0,0,4,0,0,0,0,0,0.000,0.00,0,0,0,0,4,1,0,0,0,0 +holdejo02,2016,1,NYA,AL,0,0,8,0,0,0,0,25,8,5,1,4,5,0.258,5.40,0,0,0,0,36,1,5,0,1,1 +hollade01,2016,1,TEX,AL,7,9,22,20,0,0,0,322,116,59,15,35,67,0.276,4.95,2,2,2,0,461,0,62,1,2,8 +holtty01,2016,1,CIN,NL,0,0,1,0,0,0,0,3,0,0,0,0,0,0.000,0.00,0,0,0,0,3,1,0,0,0,0 +hoovejj01,2016,1,CIN,NL,1,2,18,0,0,0,1,56,29,28,9,12,15,0.345,13.50,1,0,1,0,97,8,29,0,0,1 +housetj01,2016,1,CLE,AL,0,0,4,0,0,0,0,8,6,1,0,0,2,0.500,3.38,0,0,1,0,14,0,1,0,1,0 +howeljp01,2016,1,LAN,NL,1,1,64,0,0,0,0,152,56,23,4,15,44,0.281,4.09,2,3,3,0,220,11,23,1,2,4 +hoyinja01,2016,1,TEX,AL,0,0,1,0,0,0,0,3,1,1,1,0,0,0.250,9.00,0,0,0,0,4,1,1,0,0,0 +hoytja01,2016,1,HOU,AL,1,1,22,0,0,0,0,66,16,11,5,9,28,0.203,4.50,1,3,1,0,91,7,12,1,1,1 +hudsoda01,2016,1,ARI,NL,3,2,70,0,0,0,5,181,65,35,6,22,58,0.269,5.22,3,5,4,0,268,17,40,0,0,3 +huffda01,2016,1,LAA,AL,0,2,2,2,0,0,0,16,13,7,4,2,3,0.464,11.81,0,0,0,0,32,0,10,1,1,1 +hugheja02,2016,1,PIT,NL,1,1,67,0,0,0,1,178,62,20,6,22,34,0.277,3.03,3,5,5,0,257,18,24,4,2,8 +hugheph01,2016,1,MIN,AL,1,7,12,11,1,0,0,177,76,39,11,13,34,0.313,5.95,0,0,0,0,259,0,40,1,2,6 +hunteto02,2016,1,CLE,AL,2,2,21,0,0,0,0,65,21,9,1,5,17,0.256,3.74,1,0,2,0,90,5,10,1,0,3 +hunteto02,2016,2,BAL,AL,0,0,12,0,0,0,0,37,14,3,0,3,6,0.304,2.19,0,0,0,0,49,3,3,0,0,5 +hurshja01,2016,1,ATL,NL,0,0,2,0,0,0,0,4,4,5,0,3,1,0.500,33.75,0,1,0,0,11,0,5,0,0,0 +hutchdr01,2016,1,TOR,AL,1,0,3,2,0,0,0,38,13,7,4,4,12,0.271,4.97,0,0,1,0,53,0,7,0,0,1 +hutchdr01,2016,2,PIT,NL,0,0,6,1,0,0,0,34,15,7,2,3,10,0.341,5.56,0,0,1,0,51,3,7,1,2,0 +iglesra01,2016,1,CIN,NL,3,2,37,5,0,0,6,235,63,22,7,26,83,0.216,2.53,1,3,5,1,325,15,22,1,2,3 +iwakuhi01,2016,1,SEA,AL,16,12,33,33,0,0,0,597,218,91,28,46,147,0.282,4.12,3,4,5,0,836,0,95,6,7,25 +jacksed01,2016,1,MIA,NL,0,1,8,0,0,0,0,32,13,7,2,6,7,0.317,5.91,1,1,0,0,47,3,7,0,0,1 +jacksed01,2016,2,SDN,NL,5,6,13,13,0,0,0,220,79,48,12,35,54,0.278,5.89,2,5,1,0,326,0,49,2,4,9 +jackslu01,2016,1,TEX,AL,0,0,8,0,0,0,0,35,22,14,4,8,3,0.415,10.80,0,0,0,0,62,2,14,0,1,2 +janseke01,2016,1,LAN,NL,3,2,71,0,0,0,47,206,35,14,4,11,104,0.150,1.83,2,1,2,0,251,63,14,3,1,1 +jeffrje01,2016,1,MIL,NL,2,2,47,0,0,0,27,134,45,11,2,11,35,0.262,2.22,3,0,4,0,190,40,13,2,1,6 +jeffrje01,2016,2,TEX,AL,1,0,12,0,0,0,0,40,10,4,0,7,7,0.227,2.70,0,3,0,0,51,1,4,0,0,5 +jenkity01,2016,1,ATL,NL,2,4,14,8,0,0,0,156,55,34,11,33,26,0.279,5.88,1,1,1,0,237,2,35,3,3,6 +jennida01,2016,1,CHA,AL,4,3,64,0,0,0,1,182,57,14,1,28,46,0.259,2.08,0,4,3,0,259,15,18,2,6,11 +jepseke01,2016,1,MIN,AL,2,5,33,0,0,0,7,92,42,21,7,12,22,0.333,6.16,1,2,0,0,141,19,22,0,3,3 +jepseke01,2016,2,TBA,AL,0,1,25,0,0,0,0,57,20,12,5,9,13,0.282,5.68,1,2,0,0,83,5,13,0,3,3 +jimenub01,2016,1,BAL,AL,8,12,29,25,1,0,1,427,150,86,16,72,125,0.268,5.44,1,5,3,1,638,2,93,1,1,12 +johnser04,2016,1,CHA,AL,0,2,2,2,0,0,0,35,14,9,5,6,11,0.304,6.94,0,0,0,0,53,0,9,0,1,2 +johnser04,2016,2,SDN,NL,0,4,4,4,0,0,0,59,32,20,9,5,10,0.372,9.15,0,2,0,0,93,0,20,0,2,3 +johnsji04,2016,1,ATL,NL,2,6,65,0,0,0,20,194,57,22,3,20,68,0.236,3.06,0,6,3,0,266,36,23,0,1,9 +johnsst02,2016,1,SEA,AL,1,0,16,0,0,0,0,50,13,8,3,11,17,0.206,4.32,0,1,0,0,75,12,8,0,1,0 +jonesna01,2016,1,CHA,AL,5,3,71,0,0,0,3,212,48,18,7,15,80,0.190,2.29,3,7,3,0,274,11,20,2,2,5 +jungmta01,2016,1,MIL,NL,0,5,8,6,0,0,0,80,30,23,4,17,18,0.291,7.76,1,0,3,0,126,2,24,1,2,1 +kahnlto01,2016,1,CHA,AL,0,1,29,0,0,0,1,82,21,8,2,20,25,0.212,2.63,3,3,0,0,119,12,8,0,0,4 +karnsna01,2016,1,SEA,AL,6,2,22,15,0,0,1,283,95,54,11,45,101,0.259,5.15,1,5,3,1,417,2,55,0,2,5 +kazmisc01,2016,1,LAN,NL,10,6,26,26,0,0,0,409,133,69,21,52,134,0.253,4.56,3,5,7,0,590,0,71,2,3,6 +kelake01,2016,1,TEX,AL,5,1,35,0,0,0,0,102,30,23,6,17,45,0.236,6.09,0,2,3,1,150,2,23,2,1,4 +kellesh01,2016,1,WAS,NL,3,2,67,0,0,0,7,174,41,17,9,11,80,0.194,2.64,2,2,0,0,224,26,19,0,2,1 +kellyca01,2016,1,ATL,NL,0,3,10,1,0,0,0,65,30,14,1,7,7,0.326,5.82,3,1,2,0,102,3,14,0,1,0 +kellyjo05,2016,1,BOS,AL,4,0,20,6,0,0,0,120,44,23,5,24,48,0.278,5.18,0,0,2,0,188,6,23,0,4,2 +kenneia01,2016,1,KCA,AL,11,11,33,33,0,0,0,587,173,80,33,66,184,0.236,3.68,1,4,13,0,818,0,81,1,5,9 +kensilo01,2016,1,DET,AL,0,0,3,0,0,0,0,14,8,1,0,2,1,0.421,1.93,0,0,0,0,21,0,1,0,0,3 +kershcl01,2016,1,LAN,NL,12,4,21,21,3,3,0,447,97,28,8,11,172,0.184,1.69,1,5,2,3,544,0,31,4,1,9 +keuchda01,2016,1,HOU,AL,9,12,26,26,1,1,0,504,168,85,20,48,144,0.259,4.55,1,9,2,0,701,0,88,2,1,16 +kiekhde01,2016,1,SLN,NL,0,0,26,0,0,0,0,66,24,13,2,7,14,0.273,5.32,4,0,2,0,98,10,13,0,1,1 +kimbrcr01,2016,1,BOS,AL,2,6,57,0,0,0,31,159,28,20,4,30,83,0.152,3.40,0,6,4,0,220,47,22,1,1,3 +kintzbr01,2016,1,MIN,AL,0,2,54,0,0,0,17,163,59,19,5,8,35,0.276,3.15,1,0,2,0,224,36,22,0,0,8 +kirkmmi01,2016,1,SDN,NL,0,0,1,0,0,0,0,4,6,4,0,0,0,0.600,27.00,0,0,0,0,10,0,4,0,0,0 +kirkmmi01,2016,2,MIL,NL,0,0,1,0,0,0,0,3,1,1,0,1,1,0.250,9.00,0,0,0,0,5,0,1,0,0,0 +kleinph01,2016,1,TEX,AL,0,1,8,0,0,0,0,26,8,5,2,2,12,0.242,5.19,0,1,0,0,35,5,5,0,0,1 +kleinph01,2016,2,PHI,NL,0,0,4,2,0,0,0,32,15,10,0,7,7,0.375,8.44,1,0,1,0,51,0,10,2,1,4 +klubeco01,2016,1,CLE,AL,18,9,32,32,3,2,0,645,170,75,22,57,227,0.216,3.14,1,5,7,1,860,0,82,6,2,17 +knebeco01,2016,1,MIL,NL,1,4,35,0,0,0,2,98,32,17,3,16,38,0.252,4.68,3,1,1,0,145,7,20,0,1,1 +kochma01,2016,1,ARI,NL,1,1,7,2,0,0,1,54,9,4,1,4,10,0.145,2.00,0,0,2,0,69,4,4,1,0,0 +koehlto01,2016,1,MIA,NL,9,13,33,33,0,0,0,530,176,85,22,83,147,0.261,4.33,7,9,5,0,774,0,93,6,5,10 +kontoge01,2016,1,SFN,NL,3,2,57,0,0,0,0,160,42,15,3,20,35,0.219,2.53,3,1,2,0,216,17,19,1,1,6 +kratzer01,2016,1,HOU,AL,0,0,1,0,0,0,0,3,3,1,0,0,0,0.500,9.00,0,2,0,0,6,1,2,0,0,0 +kratzer01,2016,2,PIT,NL,0,0,1,0,0,0,0,3,2,0,0,0,1,0.400,0.00,0,0,0,0,5,1,0,0,0,0 +krolia01,2016,1,ATL,NL,2,0,63,0,0,0,0,153,54,18,4,13,56,0.271,3.18,3,5,3,0,217,7,19,1,1,3 +kuhlch01,2016,1,PIT,NL,5,4,14,14,0,0,0,212,73,33,7,20,53,0.267,4.20,0,2,4,0,301,0,34,2,2,5 +lackejo01,2016,1,CHN,NL,11,8,29,29,0,0,0,565,146,70,23,53,180,0.218,3.35,1,4,9,0,748,0,74,8,8,13 +ladenty01,2016,1,OAK,AL,0,0,1,0,0,0,0,3,1,0,0,1,0,0.250,0.00,0,0,0,0,5,1,0,0,0,0 +lamarry01,2016,1,BOS,AL,0,0,1,0,0,0,0,3,2,0,0,0,0,0.400,0.00,0,0,0,0,5,1,0,0,0,0 +lambjo02,2016,1,CIN,NL,1,7,14,14,0,0,0,210,84,50,14,31,58,0.303,6.43,0,1,1,1,318,0,54,8,1,6 +latosma01,2016,1,CHA,AL,6,2,11,11,0,0,0,181,63,31,10,25,32,0.270,4.62,1,1,1,0,265,0,33,2,4,5 +latosma01,2016,2,WAS,NL,1,1,6,1,0,0,0,29,11,7,1,5,10,0.289,6.52,0,0,0,0,44,1,7,0,1,0 +lawde01,2016,1,SFN,NL,4,2,61,0,0,0,1,165,44,13,3,9,50,0.215,2.13,0,1,0,0,214,12,13,0,0,4 +layneto01,2016,1,BOS,AL,0,1,34,0,0,0,0,86,27,12,1,14,25,0.260,3.77,2,1,1,0,120,12,12,1,0,3 +layneto01,2016,2,NYA,AL,2,0,29,0,0,0,1,48,10,6,2,7,13,0.175,3.38,1,1,2,0,67,4,6,1,0,0 +leakemi01,2016,1,SLN,NL,9,12,30,30,0,0,0,530,203,92,20,30,125,0.288,4.69,1,7,7,0,757,0,101,5,10,13 +leblawa01,2016,1,SEA,AL,3,0,11,8,0,0,1,150,52,25,14,9,41,0.261,4.50,0,0,0,0,208,3,27,0,0,4 +leblawa01,2016,2,PIT,NL,1,0,8,0,0,0,1,36,7,1,0,2,10,0.175,0.75,0,0,0,0,44,4,3,0,2,1 +leclejo01,2016,1,TEX,AL,0,0,12,0,0,0,0,45,11,3,0,13,15,0.212,1.80,2,1,0,0,66,5,4,0,1,3 +leonar01,2016,1,TOR,AL,0,0,2,0,0,0,0,7,3,2,1,1,2,0.300,7.71,0,0,0,0,11,0,2,0,0,0 +leonedo01,2016,1,ARI,NL,0,1,25,0,0,0,0,81,45,19,7,12,23,0.391,6.33,1,4,1,0,131,8,21,0,3,5 +lestejo01,2016,1,CHN,NL,19,5,32,32,2,0,0,608,154,55,21,52,197,0.211,2.44,0,4,6,0,796,0,57,4,4,15 +lewisco01,2016,1,TEX,AL,6,5,19,19,1,0,0,349,103,48,19,28,73,0.236,3.71,0,1,3,0,472,0,53,1,3,9 +liberad01,2016,1,LAN,NL,2,2,58,0,0,0,0,128,34,16,2,17,47,0.219,3.38,4,1,2,0,176,9,16,0,2,3 +lightpa01,2016,1,BOS,AL,0,0,2,0,0,0,0,8,7,7,2,1,2,0.438,23.63,0,0,1,0,18,1,8,0,0,0 +lightpa01,2016,2,MIN,AL,0,1,15,0,0,0,0,42,15,14,2,15,14,0.259,9.00,2,5,0,0,73,0,14,0,0,1 +linceti01,2016,1,LAA,AL,2,6,9,9,0,0,0,115,68,39,11,23,32,0.395,9.16,0,3,2,0,200,0,41,1,2,5 +liriafr01,2016,1,PIT,NL,6,11,21,21,0,0,0,341,115,69,19,69,116,0.264,5.46,1,8,7,0,523,0,76,7,5,13 +liriafr01,2016,2,TOR,AL,2,2,10,8,0,0,0,148,42,16,7,16,52,0.222,2.92,0,1,2,0,208,0,22,0,1,6 +lobstky01,2016,1,PIT,NL,2,0,14,0,0,0,0,75,25,11,2,12,15,0.263,3.96,1,2,2,0,110,3,11,1,0,4 +lockeje01,2016,1,PIT,NL,9,8,30,19,1,1,0,382,151,77,17,44,73,0.298,5.44,4,7,3,0,564,4,81,8,2,16 +loewead01,2016,1,ARI,NL,1,0,8,0,0,0,0,18,7,10,1,6,3,0.318,15.00,0,1,1,0,31,3,10,0,2,0 +loganbo02,2016,1,COL,NL,2,5,66,0,0,0,1,139,27,19,4,20,57,0.166,3.69,5,4,2,0,187,9,23,2,0,4 +lohseky01,2016,1,TEX,AL,0,2,2,2,0,0,0,28,15,13,4,5,3,0.357,12.54,1,0,0,0,48,0,13,0,1,0 +lopezja02,2016,1,SFN,NL,1,3,68,0,0,0,1,80,24,12,3,15,15,0.240,4.05,0,0,2,0,118,6,13,1,0,4 +lopezre01,2016,1,WAS,NL,5,3,11,6,0,0,0,132,47,24,4,22,42,0.272,4.91,2,5,0,0,201,1,27,3,2,1 +lorenmi01,2016,1,CIN,NL,2,1,35,0,0,0,0,150,41,16,5,13,48,0.224,2.88,0,2,6,2,202,4,16,0,0,10 +loupaa01,2016,1,TOR,AL,0,0,21,0,0,0,0,43,15,8,2,4,15,0.288,5.02,0,3,3,0,62,2,8,0,3,2 +lowema01,2016,1,DET,AL,1,3,54,0,0,0,0,148,57,39,12,21,49,0.291,7.11,2,2,1,0,224,26,41,0,6,0 +luebkco01,2016,1,PIT,NL,0,1,9,0,0,0,0,26,15,9,2,11,9,0.385,9.35,2,0,1,0,53,5,9,1,1,0 +lugose01,2016,1,NYN,NL,5,2,17,8,0,0,0,192,49,19,7,21,45,0.220,2.67,3,1,4,1,260,2,19,8,4,6 +lylesjo01,2016,1,COL,NL,4,5,40,5,0,0,1,176,69,38,4,28,32,0.291,5.83,2,5,4,0,273,7,46,1,2,6 +lyonsty01,2016,1,SLN,NL,2,0,30,0,0,0,0,144,35,18,9,14,46,0.205,3.38,0,2,0,0,187,10,18,1,1,6 +madsory01,2016,1,OAK,AL,6,7,63,0,0,0,30,194,63,26,7,20,49,0.257,3.62,3,4,2,1,270,53,27,2,1,8 +maedake01,2016,1,LAN,NL,16,11,32,32,0,0,0,527,150,68,20,50,179,0.229,3.48,6,6,8,0,716,0,72,0,3,10 +magilma01,2016,1,CIN,NL,0,0,5,0,0,0,0,13,5,3,1,5,1,0.357,6.23,0,0,0,0,20,2,3,1,0,2 +magnida01,2016,1,MIL,NL,0,0,3,0,0,0,0,9,2,2,0,3,0,0.200,6.00,0,2,1,0,15,3,2,0,1,0 +mahlegr01,2016,1,LAA,AL,1,0,24,0,0,0,0,55,23,11,4,10,14,0.315,5.40,2,1,2,0,86,1,13,1,0,4 +manaese01,2016,1,OAK,AL,7,9,25,24,0,0,0,434,135,62,20,37,124,0.248,3.86,1,3,4,0,594,0,65,4,4,13 +manesse01,2016,1,SLN,NL,2,2,29,0,0,0,0,95,34,12,2,8,16,0.274,3.41,2,2,0,0,134,13,14,1,1,4 +manshje01,2016,1,CLE,AL,2,1,53,0,0,0,0,130,40,15,7,22,36,0.241,3.12,2,0,0,0,189,8,20,0,1,5 +mantijo01,2016,1,DET,AL,0,0,5,0,0,0,0,8,7,5,1,2,2,0.538,16.88,1,0,0,0,16,3,5,1,0,1 +marinjh01,2016,1,TBA,AL,0,0,3,0,0,0,0,11,2,1,1,0,3,0.154,2.45,0,0,0,0,13,2,1,0,0,0 +marinjh01,2016,2,MIL,NL,0,1,43,0,0,0,0,176,60,21,3,21,47,0.265,3.22,3,4,6,0,256,10,24,2,1,7 +mariomi01,2016,1,PHI,NL,1,0,25,0,0,0,2,65,18,14,5,14,23,0.222,5.82,1,2,0,0,95,4,14,0,0,0 +marksju01,2016,1,TBA,AL,0,0,4,0,0,0,0,27,7,1,1,9,6,0.212,1.00,0,0,0,0,42,0,1,0,0,0 +marksma01,2016,1,ATL,NL,0,0,4,0,0,0,0,10,5,2,1,1,2,0.333,5.40,0,0,1,0,17,1,2,0,0,0 +marquge01,2016,1,COL,NL,1,1,6,3,0,0,0,62,28,12,2,6,15,0.326,5.23,0,0,3,0,98,0,12,2,1,0 +marshev01,2016,1,ARI,NL,0,1,15,0,0,0,0,46,28,15,2,8,9,0.400,8.80,2,1,1,0,79,8,18,0,0,5 +marteke02,2016,1,PIT,NL,0,0,2,0,0,0,0,10,5,0,2,2,1,0.333,0.00,0,0,0,0,17,1,5,0,0,1 +martica04,2016,1,SLN,NL,16,9,31,31,0,0,0,586,169,66,15,70,174,0.233,3.04,1,8,11,0,809,0,68,2,2,33 +martico01,2016,1,SEA,AL,1,2,9,2,0,0,0,77,28,11,5,9,15,0.298,3.86,0,0,1,0,107,3,11,2,1,4 +martini01,2016,1,TEX,AL,2,3,12,5,0,0,0,116,45,24,8,19,16,0.290,5.59,1,0,5,0,179,2,24,0,0,8 +martira04,2016,1,WAS,NL,0,0,8,0,0,0,0,11,0,1,0,1,5,0.000,2.45,0,0,0,0,12,2,1,0,0,0 +matusbr01,2016,1,BAL,AL,0,0,7,0,0,0,0,18,11,8,3,7,1,0.407,12.00,0,0,0,0,35,2,8,0,1,1 +matusbr01,2016,2,CHN,NL,0,0,1,1,0,0,0,9,6,6,3,2,2,0.429,18.00,0,1,1,0,18,0,6,1,0,0 +matzst01,2016,1,NYN,NL,9,8,22,22,0,0,0,397,129,50,14,31,129,0.257,3.40,2,3,5,1,547,0,53,8,1,8 +maurebr01,2016,1,SDN,NL,0,5,71,0,0,0,13,209,65,35,7,23,72,0.238,4.52,5,3,2,0,300,36,37,0,1,2 +mayermi01,2016,1,SLN,NL,1,1,4,1,0,0,0,16,16,16,3,3,2,0.533,27.00,0,0,1,0,35,0,16,0,1,1 +maytr01,2016,1,MIN,AL,2,2,44,0,0,0,0,128,39,25,7,17,60,0.232,5.27,1,10,2,0,187,10,26,0,0,1 +mazzavi01,2016,1,SFN,NL,1,0,2,0,0,0,0,3,7,6,0,1,0,0.636,54.00,0,0,1,0,13,0,9,0,0,0 +mcallza01,2016,1,CLE,AL,3,2,53,2,0,0,0,157,53,20,6,23,54,0.256,3.44,2,3,2,0,233,11,21,1,0,1 +mccarbr01,2016,1,LAN,NL,2,3,10,9,0,0,0,120,29,22,2,26,44,0.207,4.95,1,2,2,0,171,0,24,1,2,3 +mccarke01,2016,1,KCA,AL,1,0,10,0,0,0,0,25,11,6,1,5,7,0.314,6.48,0,0,0,0,41,1,8,1,0,0 +mcculla02,2016,1,HOU,AL,6,5,14,14,0,0,0,243,80,29,5,45,106,0.261,3.22,1,9,0,2,352,0,29,0,0,10 +mcfartj01,2016,1,BAL,AL,2,2,16,0,0,0,0,74,33,19,3,10,7,0.340,6.93,2,1,2,0,112,2,19,0,3,6 +mcgeeja01,2016,1,COL,NL,2,3,57,0,0,0,15,137,56,24,9,16,38,0.301,4.73,1,4,3,0,205,25,25,0,0,5 +mcgowdu01,2016,1,MIA,NL,1,3,55,0,0,0,1,201,49,21,7,33,63,0.202,2.82,7,4,2,0,279,24,26,0,2,6 +mchugco01,2016,1,HOU,AL,13,10,33,33,1,0,0,554,206,89,25,54,177,0.282,4.34,1,9,5,0,796,0,92,1,5,15 +medlekr01,2016,1,KCA,AL,1,3,6,6,0,0,0,73,30,21,2,20,18,0.309,7.77,0,1,0,0,119,0,25,0,2,5 +mejiaad01,2016,1,MIN,AL,0,0,1,0,0,0,0,7,5,2,0,1,0,0.455,7.71,0,0,0,0,13,0,2,0,1,0 +melanma01,2016,1,PIT,NL,1,1,45,0,0,0,30,125,31,7,2,9,38,0.205,1.51,0,1,1,0,163,39,10,0,2,2 +melanma01,2016,2,WAS,NL,1,1,30,0,0,0,17,89,21,6,1,3,27,0.202,1.82,0,3,0,0,107,28,6,0,0,4 +melviti01,2016,1,CIN,NL,0,1,3,2,0,0,0,27,16,11,5,9,8,0.381,11.00,0,1,1,0,54,0,12,2,0,1 +mendeyo01,2016,1,TEX,AL,0,0,2,0,0,0,0,9,5,6,0,2,0,0.333,18.00,0,0,0,0,17,0,6,0,0,0 +mengdda01,2016,1,OAK,AL,2,9,14,14,0,0,0,216,83,52,9,33,71,0.284,6.50,0,5,4,0,332,0,54,2,1,3 +merriry01,2016,1,CLE,AL,1,0,4,1,0,0,0,33,6,2,0,0,6,0.167,1.64,0,0,0,0,37,1,2,1,0,3 +meyeral01,2016,1,MIN,AL,0,1,2,1,0,0,0,11,8,5,1,4,5,0.421,12.27,0,2,0,0,23,0,5,0,0,0 +meyeral01,2016,2,LAA,AL,1,2,5,5,0,0,0,65,17,11,2,13,24,0.215,4.57,0,1,0,0,94,0,11,0,2,1 +mileywa01,2016,1,SEA,AL,7,8,19,19,1,1,0,336,117,62,18,34,82,0.274,4.98,1,5,3,2,469,0,62,2,3,16 +mileywa01,2016,2,BAL,AL,2,5,11,11,0,0,0,162,70,37,7,15,55,0.315,6.17,0,3,3,0,242,0,38,0,2,4 +millean01,2016,1,NYA,AL,6,1,44,0,0,0,9,136,28,7,5,7,77,0.174,1.39,0,0,2,0,172,16,8,1,1,3 +millean01,2016,2,CLE,AL,4,0,26,0,0,0,3,87,14,5,3,2,46,0.139,1.55,0,1,0,0,103,7,5,0,0,0 +milleju02,2016,1,COL,NL,1,1,40,0,0,0,0,128,50,27,6,20,45,0.298,5.70,0,3,2,1,194,13,27,0,3,3 +millesh01,2016,1,ARI,NL,3,12,20,20,1,1,0,303,127,69,14,42,70,0.310,6.15,3,3,2,0,460,0,72,3,3,8 +millsal02,2016,1,KCA,AL,0,0,3,0,0,0,0,10,3,5,0,5,4,0.231,13.50,0,0,1,0,19,2,5,0,0,0 +milonto01,2016,1,MIN,AL,3,5,19,12,0,0,0,208,84,44,15,22,49,0.299,5.71,3,3,1,1,311,3,53,4,3,6 +minayju01,2016,1,CHA,AL,1,0,11,0,0,0,0,31,10,5,0,5,6,0.250,4.35,0,0,2,0,47,3,6,0,0,1 +miranar01,2016,1,BAL,AL,0,0,1,0,0,0,0,6,4,3,0,0,4,0.364,13.50,0,0,0,0,11,0,3,0,0,0 +miranar01,2016,2,SEA,AL,5,2,11,10,0,0,0,168,43,22,12,18,40,0.214,3.54,0,2,0,0,221,1,25,0,2,5 +mitchbr01,2016,1,NYA,AL,1,2,5,5,0,0,0,75,26,9,1,12,11,0.277,3.24,0,0,0,0,107,0,13,1,0,5 +molledu01,2016,1,DET,AL,0,0,4,0,0,0,0,25,12,4,0,5,8,0.333,4.32,0,2,0,0,42,1,4,0,1,0 +montemi01,2016,1,CHN,NL,0,0,1,0,0,0,0,4,4,1,0,0,0,0.500,6.75,0,0,1,0,9,1,1,0,0,0 +montera01,2016,1,NYN,NL,0,1,9,3,0,0,0,57,23,17,4,16,20,0.299,8.05,1,2,0,0,93,1,17,0,0,2 +montgmi01,2016,1,SEA,AL,3,4,32,2,0,0,0,185,49,16,3,18,54,0.220,2.34,2,5,6,0,250,13,18,2,1,8 +montgmi01,2016,2,CHN,NL,1,1,17,5,0,0,0,115,30,12,5,20,38,0.217,2.82,0,5,4,0,164,5,15,1,1,5 +moorema02,2016,1,TBA,AL,7,7,21,21,0,0,0,390,125,59,20,40,109,0.251,4.08,0,3,5,1,549,0,62,3,2,7 +moorema02,2016,2,SFN,NL,6,5,12,12,0,0,0,205,59,31,5,32,69,0.233,4.08,1,3,1,0,289,0,31,1,2,4 +moralfr01,2016,1,TOR,AL,0,1,5,0,0,0,0,12,3,4,1,2,2,0.214,9.00,0,0,0,1,16,2,4,0,0,1 +morgaad01,2016,1,PHI,NL,2,11,23,21,0,0,0,340,141,76,23,29,95,0.303,6.04,3,2,4,0,507,1,81,3,4,8 +morimsh01,2016,1,CLE,AL,0,0,2,0,0,0,0,14,9,6,2,5,5,0.409,11.57,0,0,0,0,27,0,6,0,0,1 +morinmi01,2016,1,LAA,AL,2,2,60,0,0,0,0,167,52,27,6,15,49,0.250,4.37,1,1,1,1,227,8,31,2,1,3 +morriaj01,2016,1,CIN,NL,0,0,7,0,0,0,0,30,9,7,2,8,9,0.237,6.30,0,0,0,0,47,3,7,0,1,0 +morribr01,2016,1,MIA,NL,0,0,24,0,0,0,1,53,15,6,4,10,13,0.238,3.06,1,0,1,0,74,4,7,0,0,2 +morrobr01,2016,1,SDN,NL,1,0,18,0,0,0,0,48,19,3,2,3,8,0.306,1.69,1,0,0,0,68,2,4,2,1,2 +mortoch02,2016,1,PHI,NL,1,1,4,4,0,0,0,52,15,8,1,8,19,0.242,4.15,0,1,0,1,71,0,8,1,0,2 +moscojo01,2016,1,CIN,NL,0,3,5,5,0,0,0,64,26,19,10,10,10,0.292,8.02,1,0,1,0,105,0,22,3,1,1 +motteja01,2016,1,COL,NL,0,1,30,0,0,0,0,71,28,13,6,8,24,0.286,4.94,1,0,2,0,109,8,15,0,1,1 +motteta01,2016,1,TBA,AL,0,0,1,0,0,0,0,1,1,0,0,0,0,0.500,0.00,0,0,0,0,2,1,0,0,0,0 +moylape01,2016,1,KCA,AL,2,0,50,0,0,0,0,134,42,17,4,16,34,0.251,3.43,0,3,2,0,191,11,19,1,5,7 +mulleco01,2016,1,NYA,AL,0,0,3,0,0,0,0,9,0,1,0,4,4,0.000,3.00,0,0,1,0,14,1,1,0,0,0 +murraco01,2016,1,PHI,NL,1,1,24,0,0,0,0,95,34,22,6,13,31,0.276,6.25,1,5,2,0,142,4,22,2,1,3 +musgrjo01,2016,1,HOU,AL,4,4,11,10,0,0,0,186,59,28,9,16,55,0.250,4.06,0,0,3,0,256,1,28,0,1,4 +narvech01,2016,1,MIA,NL,1,0,6,0,0,0,0,25,10,8,3,2,6,0.286,8.64,1,1,1,0,38,2,8,0,0,0 +nathajo01,2016,1,CHN,NL,1,0,3,0,0,0,0,6,2,0,0,2,4,0.250,0.00,0,0,0,0,10,0,0,0,0,0 +nathajo01,2016,2,SFN,NL,1,0,7,0,0,0,0,13,3,0,0,2,5,0.188,0.00,0,1,0,0,18,1,0,0,0,0 +nealza01,2016,1,OAK,AL,2,4,24,6,0,0,2,210,72,33,9,6,27,0.265,4.24,0,2,1,1,281,7,35,0,2,6 +nelsoji02,2016,1,MIL,NL,8,16,32,32,0,0,0,538,186,92,25,86,140,0.268,4.62,2,8,17,0,807,0,108,7,4,18 +nerishe01,2016,1,PHI,NL,4,4,79,0,0,0,2,241,59,23,9,30,102,0.202,2.58,3,4,3,1,328,13,26,1,2,4 +neshepa01,2016,1,HOU,AL,2,2,60,0,0,0,0,141,33,16,6,11,43,0.194,3.06,7,1,0,0,185,9,17,3,1,2 +nicasju01,2016,1,PIT,NL,10,7,52,12,0,0,0,354,117,59,15,45,138,0.261,4.50,3,3,7,0,513,9,64,5,7,8 +nicolju01,2016,1,MIA,NL,3,6,18,13,0,0,0,238,96,44,8,20,37,0.307,4.99,1,1,3,0,346,0,45,4,6,9 +niesejo01,2016,1,PIT,NL,8,6,23,18,0,0,0,330,132,60,21,38,76,0.297,4.91,2,9,3,0,491,2,63,5,1,13 +niesejo01,2016,2,NYN,NL,0,1,6,2,0,0,0,33,13,14,4,9,12,0.289,11.45,1,2,0,0,55,1,14,0,1,0 +nolaaa01,2016,1,PHI,NL,6,9,20,20,0,0,0,333,116,59,10,29,121,0.264,4.78,3,2,6,0,483,0,68,5,4,5 +nolasri01,2016,1,MIN,AL,4,8,21,21,0,0,0,374,139,71,18,29,93,0.287,5.13,0,4,3,0,527,0,77,2,9,12 +nolasri01,2016,2,LAA,AL,4,6,11,11,1,1,0,219,63,26,8,15,51,0.232,3.21,0,3,2,0,290,0,27,1,0,9 +norribu01,2016,1,ATL,NL,3,7,22,10,0,0,0,211,68,33,6,28,60,0.257,4.22,1,3,2,0,301,0,34,3,3,5 +norribu01,2016,2,LAN,NL,3,3,13,9,0,0,0,128,48,31,8,21,42,0.279,6.54,3,4,1,0,194,1,33,0,0,7 +norrida01,2016,1,DET,AL,4,2,14,13,0,0,0,208,75,26,10,22,71,0.271,3.38,0,1,0,0,302,1,30,0,3,3 +novaiv01,2016,1,NYA,AL,7,6,21,15,0,0,1,292,107,53,19,25,75,0.276,4.90,1,7,6,0,421,3,54,1,2,8 +novaiv01,2016,2,PIT,NL,5,2,11,11,3,0,0,194,68,22,4,3,52,0.273,3.06,0,3,3,0,263,0,27,4,4,8 +nunovi01,2016,1,SEA,AL,1,1,55,1,0,0,0,176,67,23,11,11,51,0.289,3.53,2,0,2,2,247,14,23,0,2,4 +obergsc01,2016,1,COL,NL,1,1,24,0,0,0,1,78,26,15,3,11,20,0.257,5.19,2,3,1,0,113,9,15,0,0,4 +oberhbr01,2016,1,PHI,NL,2,2,26,0,0,0,1,151,58,27,11,20,38,0.284,4.83,0,1,0,0,226,10,28,1,1,4 +oberhbr01,2016,2,LAA,AL,1,1,11,2,0,0,0,60,27,19,7,9,16,0.318,8.55,1,0,1,0,95,4,19,0,0,1 +odayda01,2016,1,BAL,AL,3,1,34,0,0,0,3,93,25,13,6,13,38,0.214,3.77,2,0,1,0,131,6,13,0,0,1 +odorija01,2016,1,TBA,AL,10,6,33,33,0,0,0,563,170,77,29,54,166,0.241,3.69,3,3,4,1,773,0,80,3,6,14 +oflaher01,2016,1,ATL,NL,1,4,39,0,0,0,0,86,39,22,3,11,22,0.320,6.91,2,3,2,0,136,8,25,1,0,3 +ogandal01,2016,1,ATL,NL,2,1,36,0,0,0,0,96,32,14,2,23,29,0.274,3.94,5,3,1,0,148,11,18,3,4,4 +ogandne01,2016,1,MIA,NL,0,0,14,0,0,0,0,47,10,4,0,8,8,0.179,2.30,0,1,0,0,65,5,5,0,1,1 +ohlenro01,2016,1,CIN,NL,5,7,64,0,0,0,2,197,59,34,14,32,68,0.237,4.66,1,4,6,0,290,34,35,3,0,4 +ohse01,2016,1,SLN,NL,6,3,76,0,0,0,19,239,55,17,5,18,103,0.190,1.92,3,3,2,0,313,35,20,2,1,5 +okertst01,2016,1,SFN,NL,0,0,16,0,0,0,0,42,14,5,2,4,14,0.259,3.21,1,0,0,0,58,3,5,0,0,2 +olsonty01,2016,1,NYA,AL,0,0,1,0,0,0,0,8,3,2,0,2,0,0.300,6.75,0,0,0,0,13,1,2,0,1,0 +ondrulo01,2016,1,BAL,AL,0,0,7,0,0,0,0,19,9,7,1,3,4,0.346,9.95,0,0,0,0,29,1,7,0,0,1 +orourry01,2016,1,MIN,AL,0,1,26,0,0,0,0,75,18,11,3,10,24,0.207,3.96,0,2,1,1,101,6,13,2,1,4 +osichjo01,2016,1,SFN,NL,1,3,59,0,0,0,0,109,31,19,7,19,25,0.228,4.71,1,2,3,0,160,9,20,1,0,4 +osullse01,2016,1,BOS,AL,2,0,5,4,0,0,0,64,30,16,3,6,13,0.337,6.75,0,2,2,0,98,1,17,0,1,1 +osunaro01,2016,1,TOR,AL,4,3,72,0,0,0,36,222,55,22,9,14,82,0.206,2.68,4,4,3,1,288,61,23,1,3,4 +oteroda01,2016,1,CLE,AL,5,1,62,0,0,0,1,212,54,12,2,10,57,0.211,1.53,1,2,0,0,269,20,14,3,0,11 +ottavad01,2016,1,COL,NL,1,3,34,0,0,0,7,81,18,8,3,7,35,0.184,2.67,0,4,2,0,107,19,9,0,0,1 +overtdi01,2016,1,OAK,AL,1,3,7,5,0,0,0,73,48,31,12,7,17,0.407,11.47,0,1,1,0,128,2,31,0,2,1 +owenshe02,2016,1,BOS,AL,0,2,5,5,0,0,0,66,23,17,5,20,21,0.284,6.95,1,3,1,0,103,0,17,0,1,4 +papeljo01,2016,1,WAS,NL,2,4,37,0,0,0,19,105,37,17,3,14,31,0.270,4.37,3,1,0,0,152,30,18,1,0,5 +parkebl01,2016,1,SEA,AL,0,0,1,0,0,0,0,3,1,0,0,1,0,0.250,0.00,0,0,0,0,5,0,0,0,0,0 +parkebl01,2016,2,NYA,AL,1,0,16,0,0,0,1,49,16,9,1,8,15,0.250,4.96,1,0,2,0,74,5,9,0,0,0 +parnebo01,2016,1,DET,AL,0,0,6,0,0,0,0,16,7,4,1,5,4,0.318,6.75,1,2,0,0,27,2,4,0,0,2 +partccu01,2016,1,PIT,NL,0,0,2,0,0,0,0,2,2,3,0,2,0,0.500,40.50,0,1,0,0,6,0,3,0,0,1 +pattosp01,2016,1,CHN,NL,1,1,16,0,0,0,0,64,20,13,3,14,22,0.233,5.48,0,0,1,0,101,7,16,0,0,0 +paulida01,2016,1,HOU,AL,0,1,3,1,0,0,0,21,6,4,0,3,2,0.240,5.14,0,2,1,0,29,1,4,0,0,2 +paxtoja01,2016,1,SEA,AL,6,7,20,20,0,0,0,363,134,51,9,24,117,0.279,3.79,3,5,1,0,511,0,62,0,6,17 +pazosja01,2016,1,NYA,AL,1,0,7,0,0,0,0,10,7,5,2,1,3,0.438,13.50,0,0,0,0,17,1,5,0,0,1 +peacobr01,2016,1,HOU,AL,0,1,10,5,0,0,0,95,21,13,6,14,28,0.186,3.69,0,2,0,0,127,3,15,0,0,3 +peavyja01,2016,1,SFN,NL,5,9,31,21,0,0,0,356,134,73,18,36,102,0.282,5.54,1,4,2,1,520,3,76,4,2,8 +pelfrmi01,2016,1,DET,AL,4,10,24,22,0,0,0,357,160,67,15,46,56,0.332,5.07,0,3,6,0,541,0,76,2,5,24 +penaar01,2016,1,MIL,NL,0,0,1,0,0,0,0,5,5,5,3,2,0,0.556,27.00,0,0,0,0,11,0,5,0,0,1 +penafe01,2016,1,CHN,NL,0,0,11,0,0,0,1,27,5,4,1,3,13,0.156,4.00,1,1,0,0,35,2,4,0,0,0 +peraljo01,2016,1,SEA,AL,1,0,26,0,0,0,0,70,24,14,7,7,28,0.261,5.40,0,0,0,0,100,5,14,0,1,0 +peraljo01,2016,2,CHN,NL,0,1,5,0,0,0,0,12,6,4,2,1,5,0.353,9.00,0,0,1,0,19,0,5,0,0,0 +peralwa01,2016,1,CIN,NL,0,0,10,0,0,0,0,22,11,7,1,7,5,0.355,8.59,0,0,1,0,39,3,7,0,0,0 +peralwi01,2016,1,MIL,NL,7,11,23,23,0,0,0,383,152,69,19,43,93,0.305,4.86,1,0,3,0,554,0,73,6,4,12 +perdolu02,2016,1,SDN,NL,9,10,35,20,1,0,0,440,187,93,23,46,105,0.310,5.71,7,10,7,0,662,8,99,0,4,20 +perezma02,2016,1,TEX,AL,10,11,33,33,0,0,0,596,205,97,18,76,103,0.270,4.39,0,3,4,2,855,0,110,9,8,36 +perezol01,2016,1,WAS,NL,2,3,64,0,0,0,0,120,38,22,4,20,46,0.248,4.95,3,5,7,0,182,7,22,1,1,4 +perezwi01,2016,1,ATL,NL,2,3,11,11,0,0,0,161,57,36,7,15,27,0.271,6.04,3,4,2,0,233,0,37,4,2,5 +perkigl01,2016,1,MIN,AL,0,0,2,0,0,0,0,6,5,2,0,1,3,0.500,9.00,0,2,0,0,12,1,2,0,1,0 +petityu01,2016,1,WAS,NL,3,5,36,1,0,0,1,186,67,31,12,15,49,0.272,4.50,3,3,0,1,265,16,33,3,1,4 +petrija01,2016,1,CHA,AL,0,0,9,0,0,0,0,24,8,4,1,8,7,0.267,4.50,0,3,0,0,39,1,5,1,0,2 +phegljo01,2016,1,OAK,AL,0,0,1,0,0,0,0,2,0,0,0,0,1,0.000,0.00,0,0,0,0,2,1,0,0,0,0 +phelpda01,2016,1,MIA,NL,7,6,64,5,0,0,4,260,61,22,6,38,114,0.197,2.28,6,0,2,1,352,6,23,1,2,7 +phillza01,2016,1,PIT,NL,0,0,8,0,0,0,0,20,8,2,1,1,6,0.296,2.70,0,1,0,0,28,0,2,0,0,2 +pindebr01,2016,1,NYA,AL,0,0,1,0,0,0,0,3,3,2,0,1,1,0.600,18.00,0,0,0,0,6,0,2,0,0,1 +pinedmi01,2016,1,NYA,AL,6,12,32,32,0,0,0,527,184,94,27,53,207,0.266,4.82,1,7,6,0,756,0,98,0,3,10 +plutkad01,2016,1,CLE,AL,0,0,2,0,0,0,0,11,5,3,1,2,3,0.313,7.36,0,1,0,0,18,1,3,0,0,0 +pomerdr01,2016,1,SDN,NL,8,7,17,17,0,0,0,306,67,28,8,41,115,0.184,2.47,2,7,1,0,411,0,30,2,3,4 +pomerdr01,2016,2,BOS,AL,3,5,14,13,0,0,0,206,70,35,14,24,71,0.262,4.59,1,3,0,0,292,1,35,1,0,6 +porceri01,2016,1,BOS,AL,22,4,33,33,3,0,0,669,193,78,23,32,189,0.230,3.15,0,3,13,0,890,0,85,2,3,16 +poundbr01,2016,1,KCA,AL,2,1,13,0,0,0,0,38,19,13,6,3,13,0.352,9.24,0,0,0,1,58,6,13,0,1,0 +pressry01,2016,1,MIN,AL,6,7,72,0,0,0,1,226,79,31,8,23,67,0.266,3.70,2,7,2,0,328,10,34,4,2,3 +priceda01,2016,1,BOS,AL,17,9,35,35,2,0,0,690,227,102,30,50,228,0.258,3.99,1,4,7,0,951,0,106,8,7,19 +purkema01,2016,1,CHA,AL,0,1,12,0,0,0,0,54,20,11,0,12,15,0.278,5.50,1,2,0,0,84,7,12,0,0,3 +putnaza01,2016,1,CHA,AL,1,0,25,0,0,0,0,82,25,7,2,11,30,0.248,2.30,1,2,0,0,114,6,7,0,2,1 +quackke01,2016,1,SDN,NL,7,7,60,0,0,0,2,179,55,26,8,22,42,0.242,3.92,2,2,0,0,253,17,27,2,2,2 +quallch01,2016,1,COL,NL,2,0,44,0,0,0,0,98,43,19,5,9,22,0.305,5.23,1,1,0,0,152,14,22,1,1,1 +quintjo01,2016,1,CHA,AL,13,12,32,32,0,0,0,624,192,74,22,50,181,0.246,3.20,1,10,4,1,837,0,76,2,2,18 +ramirer02,2016,1,TBA,AL,7,11,64,1,0,0,2,272,90,38,14,26,63,0.265,3.77,5,7,4,0,378,13,39,7,2,12 +ramirjc01,2016,1,CIN,NL,1,3,27,0,0,0,1,97,35,23,7,9,28,0.278,6.40,2,3,0,0,139,7,24,1,3,0 +ramirjc01,2016,2,LAA,AL,2,1,43,0,0,0,1,139,42,15,5,13,31,0.241,2.91,0,4,4,0,196,9,17,1,4,3 +ramirjo02,2016,1,ATL,NL,2,2,33,0,0,0,0,98,26,13,2,18,33,0.220,3.58,4,3,4,0,143,5,16,0,3,0 +ramirne01,2016,1,CHN,NL,0,0,8,0,0,0,0,23,5,4,1,8,10,0.200,4.70,2,3,0,0,35,4,4,0,2,1 +ramirne01,2016,2,MIL,NL,0,0,2,0,0,0,0,5,2,2,2,0,3,0.286,10.80,0,0,0,0,7,0,2,0,0,0 +ramirne01,2016,3,MIN,AL,0,0,8,0,0,0,0,44,15,10,5,10,11,0.278,6.14,0,2,0,0,65,3,10,0,1,1 +ramirno01,2016,1,BOS,AL,0,0,14,0,0,0,0,39,16,9,4,8,15,0.327,6.23,1,0,2,0,61,7,9,0,2,3 +ramosaj01,2016,1,MIA,NL,1,4,67,0,0,0,40,192,52,20,1,35,73,0.223,2.81,3,6,4,0,278,52,21,2,4,5 +ramosce01,2016,1,TEX,AL,3,3,16,4,0,0,1,143,60,32,12,20,27,0.319,6.04,1,0,1,0,212,2,34,0,3,10 +ramosed02,2016,1,PHI,NL,1,3,42,0,0,0,0,120,36,17,5,11,40,0.243,3.83,1,1,0,1,160,6,18,1,0,2 +ranauan01,2016,1,TEX,AL,1,0,2,0,0,0,0,11,2,7,1,8,2,0.167,17.18,0,0,0,0,21,0,7,1,0,0 +ranauan01,2016,2,CHA,AL,0,1,7,5,0,0,0,83,34,26,9,12,16,0.293,8.46,0,1,0,0,130,2,26,0,2,0 +rasmuco02,2016,1,LAA,AL,0,2,19,1,0,0,0,74,25,16,4,16,17,0.260,5.84,1,2,1,2,114,4,16,0,1,0 +ravinjo01,2016,1,LAN,NL,0,0,10,0,0,0,0,29,2,1,1,4,13,0.065,0.93,0,2,0,0,35,4,1,0,0,0 +rayro02,2016,1,ARI,NL,8,15,32,32,0,0,0,523,185,95,24,71,218,0.267,4.90,4,8,6,0,776,0,105,3,2,13 +reaco01,2016,1,SDN,NL,5,5,19,18,0,0,0,298,101,55,12,44,76,0.262,4.98,4,0,8,1,443,0,63,3,2,10 +reaco01,2016,2,MIA,NL,0,0,1,1,0,0,0,10,1,0,0,0,4,0.100,0.00,0,0,0,0,11,0,0,1,0,0 +reedad01,2016,1,NYN,NL,4,2,80,0,0,0,1,233,60,17,4,13,91,0.210,1.97,4,4,0,0,304,13,18,3,2,2 +reedco01,2016,1,CIN,NL,0,7,10,10,0,0,0,143,67,39,12,19,43,0.328,7.36,2,2,4,2,230,0,47,1,1,5 +reyesal02,2016,1,SLN,NL,4,1,12,5,0,0,1,138,33,8,1,23,52,0.201,1.57,1,3,0,1,189,3,8,1,1,1 +reyesjo03,2016,1,MIA,NL,0,0,1,0,0,0,0,6,3,2,0,1,0,0.333,9.00,0,0,0,0,10,1,2,0,0,0 +reynoma02,2016,1,SFN,NL,0,1,8,0,0,0,0,18,7,5,0,5,3,0.292,7.50,2,1,0,0,30,4,5,0,1,0 +richacl01,2016,1,CHN,NL,0,1,25,0,0,0,1,42,23,10,0,7,7,0.377,6.43,3,1,2,0,72,9,14,0,2,1 +richacl01,2016,2,SDN,NL,3,3,11,9,0,0,0,161,58,15,4,24,34,0.278,2.52,0,2,0,0,234,0,21,0,1,12 +richaga01,2016,1,LAA,AL,1,3,6,6,0,0,0,104,31,9,2,15,34,0.238,2.34,1,3,1,0,148,0,16,2,0,4 +riverfe01,2016,1,WAS,NL,0,3,47,0,0,0,1,149,43,25,4,15,53,0.236,4.53,2,1,5,0,203,8,26,0,1,8 +riverfe01,2016,2,PIT,NL,1,3,28,0,0,0,0,82,23,10,3,18,39,0.221,3.29,1,2,1,0,124,3,13,0,1,1 +roachdo01,2016,1,SEA,AL,2,0,4,0,0,0,0,16,7,5,1,2,2,0.292,8.44,0,1,1,0,28,1,5,0,1,0 +roarkta01,2016,1,WAS,NL,16,10,34,33,0,0,0,630,173,66,17,73,172,0.228,2.83,4,6,13,1,855,0,72,10,1,28 +roberda08,2016,1,CHA,AL,5,3,62,0,0,0,37,187,53,24,6,32,75,0.231,3.47,4,1,1,0,267,48,24,3,2,3 +robleha01,2016,1,NYN,NL,6,4,68,0,0,0,1,233,69,30,7,36,85,0.240,3.48,4,3,1,0,331,15,32,1,5,6 +rodgebr01,2016,1,HOU,AL,0,1,5,1,0,0,0,25,15,14,0,7,3,0.385,15.12,0,0,1,0,48,2,14,0,1,0 +rodnefe01,2016,1,SDN,NL,0,1,28,0,0,0,17,86,13,1,0,12,33,0.137,0.31,0,1,2,1,109,24,2,0,0,3 +rodnefe01,2016,2,MIA,NL,2,3,39,0,0,0,8,110,41,24,5,25,41,0.289,5.89,3,4,3,0,174,17,25,3,1,3 +rodonca01,2016,1,CHA,AL,9,10,28,28,0,0,0,495,176,74,23,54,168,0.273,4.04,3,11,6,1,715,0,82,4,6,14 +rodried05,2016,1,BOS,AL,3,7,20,20,0,0,0,321,99,56,16,40,100,0.241,4.71,1,0,3,0,458,0,58,1,4,3 +rodrife02,2016,1,OAK,AL,2,0,34,0,0,0,0,122,30,19,3,17,37,0.210,4.20,0,2,1,0,163,4,19,1,1,5 +rodrifr03,2016,1,DET,AL,3,4,61,0,0,0,44,175,45,21,6,21,52,0.214,3.24,1,4,1,0,235,55,24,0,3,4 +rodrijo04,2016,1,PHI,NL,0,0,12,0,0,0,0,29,8,3,0,4,7,0.235,2.79,1,0,1,0,39,1,3,0,0,3 +roech01,2016,1,BAL,AL,1,0,9,0,0,0,0,29,8,4,2,7,11,0.216,3.72,0,1,0,0,44,6,4,0,0,0 +roech01,2016,2,ATL,NL,1,0,21,0,0,0,0,60,14,8,0,7,26,0.200,3.60,1,0,1,0,80,5,8,0,2,2 +rogerta01,2016,1,MIN,AL,3,1,57,0,0,0,0,184,63,27,7,16,64,0.260,3.96,3,1,5,0,264,8,29,0,1,9 +rollida01,2016,1,SEA,AL,1,0,11,0,0,0,0,28,12,8,2,7,6,0.300,7.71,1,1,0,0,47,6,8,0,0,0 +romeren01,2016,1,TBA,AL,2,0,52,0,0,0,1,137,42,30,7,28,50,0.244,5.91,1,1,0,0,204,15,31,0,4,3 +rominan01,2016,1,DET,AL,0,0,1,0,0,0,0,2,0,0,0,2,0,0.000,0.00,0,0,0,0,4,1,0,0,0,0 +romose01,2016,1,SFN,NL,1,0,40,0,0,0,4,92,26,9,5,7,33,0.236,2.64,1,1,0,0,117,13,9,0,0,4 +rondobr01,2016,1,DET,AL,5,2,37,0,0,0,0,109,23,12,5,12,45,0.181,2.97,1,1,3,1,144,7,12,2,0,2 +rondohe01,2016,1,CHN,NL,2,3,54,0,0,0,18,153,42,20,8,8,58,0.225,3.53,0,3,2,0,200,35,20,1,2,4 +rondojo01,2016,1,PIT,NL,0,0,2,0,0,0,0,11,9,7,1,1,4,0.474,17.18,0,1,0,0,20,1,7,0,0,2 +rosentr01,2016,1,SLN,NL,2,4,45,0,0,0,14,121,48,20,3,29,56,0.293,4.46,0,0,3,0,197,27,22,1,0,4 +rossjo01,2016,1,WAS,NL,7,5,19,19,0,0,0,315,108,40,9,29,93,0.269,3.43,3,2,6,0,447,0,43,7,3,10 +rossro01,2016,1,BOS,AL,3,2,54,0,0,0,0,166,47,20,2,23,56,0.228,3.25,0,7,8,0,238,8,21,0,1,6 +rossty01,2016,1,SDN,NL,0,1,1,1,0,0,0,16,9,7,0,1,5,0.375,11.81,0,1,2,0,27,0,8,0,0,0 +rothmi01,2016,1,TEX,AL,0,0,1,0,0,0,0,11,10,6,3,1,3,0.476,14.73,0,0,0,0,22,1,6,0,0,0 +rowenbe01,2016,1,MIL,NL,0,0,4,0,0,0,0,9,10,5,0,0,2,0.526,15.00,0,0,0,0,19,1,6,0,0,1 +rusinch01,2016,1,COL,NL,3,5,29,7,0,0,0,253,82,35,5,23,69,0.259,3.74,2,4,3,0,350,1,36,7,0,10 +russeja02,2016,1,PHI,NL,0,0,7,0,0,0,0,13,9,9,2,5,4,0.429,18.69,0,0,0,0,27,1,9,0,1,0 +ryanky01,2016,1,DET,AL,4,2,56,0,0,0,0,167,48,19,2,15,35,0.234,3.07,5,1,3,0,226,14,21,2,1,7 +ryuhy01,2016,1,LAN,NL,0,1,1,1,0,0,0,14,8,6,1,2,4,0.364,11.57,1,0,0,0,24,0,6,0,0,0 +rzepcma01,2016,1,OAK,AL,1,0,56,0,0,0,0,108,38,12,1,24,37,0.266,3.00,6,5,2,0,169,15,14,0,0,5 +rzepcma01,2016,2,WAS,NL,0,0,14,0,0,0,0,35,8,2,0,5,9,0.216,1.54,2,0,2,0,46,0,3,1,1,2 +sabatcc01,2016,1,NYA,AL,9,12,30,30,0,0,0,539,172,78,22,65,152,0.250,3.91,1,2,9,1,768,0,83,5,2,21 +salasfe01,2016,1,LAA,AL,3,6,58,0,0,0,6,169,52,28,9,19,45,0.248,4.47,1,0,0,0,231,22,28,0,2,5 +salasfe01,2016,2,NYN,NL,0,1,17,0,0,0,0,52,11,4,3,0,19,0.177,2.08,0,1,0,0,62,2,4,0,0,1 +salazda01,2016,1,CLE,AL,11,6,25,25,0,0,0,412,121,59,16,63,161,0.235,3.87,3,9,2,3,584,0,61,0,4,9 +salech01,2016,1,CHA,AL,17,10,32,32,6,1,0,680,190,84,27,45,233,0.227,3.34,2,2,17,0,907,0,88,5,3,16 +samarje01,2016,1,SFN,NL,12,11,32,32,1,0,0,610,190,86,24,54,167,0.249,3.81,4,2,1,0,829,0,88,6,4,19 +sampsad01,2016,1,SEA,AL,0,1,1,1,0,0,0,14,8,4,2,1,2,0.400,7.71,0,0,0,0,21,0,4,0,0,2 +sampske01,2016,1,CIN,NL,0,1,18,2,0,0,0,118,40,19,9,27,42,0.255,4.35,2,3,2,0,188,2,24,2,0,1 +sanchaa01,2016,1,TOR,AL,15,2,30,30,0,0,0,576,161,64,15,63,161,0.224,3.00,0,5,5,0,790,0,69,1,2,14 +sanchan01,2016,1,DET,AL,7,13,35,26,0,0,0,460,171,100,30,53,135,0.285,5.87,1,7,5,2,668,3,108,4,6,13 +santaer01,2016,1,MIN,AL,7,11,30,30,2,1,0,544,168,68,19,53,149,0.245,3.38,2,11,4,3,748,0,78,1,5,20 +santihe01,2016,1,LAA,AL,10,4,22,22,0,0,0,362,104,57,20,57,107,0.233,4.25,0,2,4,1,515,0,61,3,4,9 +santihe01,2016,2,MIN,AL,3,6,11,11,0,0,0,184,65,38,13,22,37,0.267,5.58,0,1,1,0,270,0,39,2,2,2 +sardilu01,2016,1,SEA,AL,0,0,1,0,0,0,0,3,0,0,0,0,0,0.000,0.00,0,0,0,0,3,1,0,0,0,0 +saupowa01,2016,1,DET,AL,1,1,6,0,0,0,0,29,17,8,0,3,10,0.395,7.45,0,0,1,0,49,2,8,0,2,1 +scahiro01,2016,1,PIT,NL,0,0,15,0,0,0,0,49,18,8,1,6,13,0.290,4.41,0,1,2,0,71,5,9,0,1,2 +scahiro01,2016,2,MIL,NL,0,0,16,0,0,0,0,55,16,5,1,3,14,0.225,2.45,0,0,2,0,76,7,5,0,0,1 +schepta01,2016,1,TEX,AL,1,1,10,0,0,0,1,26,6,4,0,3,5,0.188,4.15,1,2,0,0,35,5,4,0,0,0 +scherma01,2016,1,WAS,NL,20,7,34,34,1,0,0,685,165,75,31,56,284,0.199,2.96,2,2,6,1,902,0,77,7,3,6 +schugaj01,2016,1,PIT,NL,2,2,36,0,0,0,1,156,41,21,4,13,46,0.216,3.63,0,2,1,0,204,11,22,0,0,5 +schulbo02,2016,1,TOR,AL,0,1,16,0,0,0,0,49,17,10,3,3,10,0.266,5.51,0,0,0,0,68,8,10,0,1,1 +schuspa01,2016,1,OAK,AL,0,0,5,0,0,0,0,20,9,8,0,6,6,0.321,10.80,0,0,0,0,35,3,8,0,1,0 +schuspa01,2016,2,PHI,NL,0,1,6,0,0,0,0,6,6,10,1,4,2,0.500,45.00,0,2,2,0,19,0,11,1,0,0 +scottro02,2016,1,BOS,AL,1,0,7,0,0,0,0,18,6,0,0,2,5,0.273,0.00,0,1,0,0,25,1,0,1,0,0 +scribev01,2016,1,SEA,AL,0,0,12,0,0,0,0,42,5,0,0,2,15,0.111,0.00,1,0,1,0,49,0,0,1,0,1 +severlu01,2016,1,NYA,AL,3,8,22,11,0,0,0,213,78,46,11,25,66,0.275,5.83,1,3,3,0,312,3,48,0,0,8 +shawbr01,2016,1,CLE,AL,2,5,75,0,0,0,1,200,56,24,8,28,69,0.230,3.24,3,2,1,0,275,9,26,2,1,8 +shielja02,2016,1,SDN,NL,2,7,11,11,0,0,0,202,69,32,9,27,57,0.272,4.28,2,3,1,0,284,0,33,1,1,11 +shielja02,2016,2,CHA,AL,4,12,22,22,1,0,0,343,139,86,31,55,78,0.296,6.77,1,7,7,0,538,0,89,1,4,8 +shiplbr01,2016,1,ARI,NL,4,5,13,11,0,0,0,210,80,41,14,28,43,0.293,5.27,1,1,1,0,306,0,43,2,2,13 +shoemma01,2016,1,LAA,AL,9,13,27,27,1,1,0,480,166,69,18,30,143,0.266,3.88,1,2,7,0,668,0,71,2,5,10 +shrevch01,2016,1,NYA,AL,2,1,37,0,0,0,1,99,29,19,8,13,33,0.232,5.18,0,0,3,0,142,11,19,1,0,0 +shuckja01,2016,1,CHA,AL,0,0,1,0,0,0,0,3,1,1,0,0,0,0.250,9.00,0,0,0,0,4,1,1,0,0,0 +siegrke01,2016,1,SLN,NL,6,3,67,0,0,0,3,185,42,19,10,26,66,0.193,2.77,2,5,1,0,248,11,20,0,3,4 +simmosh01,2016,1,ATL,NL,0,0,7,0,0,0,0,20,6,1,0,0,3,0.240,1.35,0,0,0,0,25,2,1,0,0,1 +simonal01,2016,1,CIN,NL,2,7,15,11,0,0,0,176,89,61,15,31,39,0.349,9.36,2,3,8,0,298,1,64,1,3,6 +sippto01,2016,1,HOU,AL,1,2,60,0,0,0,1,131,52,24,12,18,40,0.297,4.95,0,0,1,0,195,13,26,0,1,6 +skaggty01,2016,1,LAA,AL,3,4,10,10,0,0,0,149,51,23,5,23,50,0.267,4.17,0,0,2,0,219,0,23,0,3,4 +smithbl01,2016,1,CHA,AL,0,0,5,0,0,0,0,13,7,3,1,0,1,0.350,6.23,0,0,1,0,21,1,3,0,0,0 +smithca02,2016,1,BOS,AL,0,0,3,0,0,0,0,8,2,0,0,1,2,0.200,0.00,0,0,0,0,11,0,1,0,0,1 +smithch07,2016,1,OAK,AL,0,0,13,0,0,0,0,74,14,8,2,13,29,0.165,2.92,0,0,0,0,100,8,9,0,2,1 +smithja06,2016,1,SDN,NL,1,0,4,0,0,0,0,12,5,2,1,1,3,0.333,4.50,0,0,1,0,17,1,2,0,0,1 +smithjo05,2016,1,LAA,AL,1,4,38,0,0,0,6,113,36,16,4,13,25,0.257,3.82,3,0,5,1,160,16,16,1,1,4 +smithjo05,2016,2,CHN,NL,1,1,16,0,0,0,0,43,11,4,4,5,15,0.216,2.51,0,0,1,0,57,3,4,0,0,0 +smithjo07,2016,1,CIN,NL,3,3,32,2,0,0,0,179,57,31,11,26,48,0.247,4.68,1,1,1,0,260,8,32,1,1,1 +smithwi04,2016,1,MIL,NL,1,3,27,0,0,0,0,66,18,9,3,9,22,0.225,3.68,1,3,1,0,92,3,13,1,1,2 +smithwi04,2016,2,SFN,NL,1,1,26,0,0,0,0,55,13,6,0,9,26,0.197,2.95,0,0,0,0,75,1,6,0,0,1 +smokejo01,2016,1,NYN,NL,3,0,20,0,0,0,0,46,16,8,4,4,25,0.267,4.70,1,0,1,0,65,4,10,0,0,2 +smylydr01,2016,1,TBA,AL,7,12,30,30,0,0,0,526,174,95,32,49,167,0.259,4.88,2,10,2,0,738,0,103,5,11,10 +snellbl01,2016,1,TBA,AL,6,8,19,19,0,0,0,267,93,35,5,51,98,0.269,3.54,0,6,0,1,401,0,44,2,2,7 +socolmi01,2016,1,SLN,NL,1,0,15,0,0,0,0,54,5,4,2,5,16,0.086,2.00,0,0,0,0,64,6,4,0,1,0 +solissa01,2016,1,WAS,NL,2,4,37,0,0,0,0,123,31,11,1,21,47,0.211,2.41,2,2,1,0,172,10,12,3,0,3 +somsela01,2016,1,CIN,NL,0,0,2,0,0,0,0,7,6,5,2,3,2,0.462,19.29,0,0,0,0,16,1,5,0,0,0 +soriajo01,2016,1,KCA,AL,5,8,70,0,0,0,1,200,70,30,10,27,68,0.271,4.05,0,2,2,3,293,18,31,4,2,2 +stephro01,2016,1,CIN,NL,2,3,8,8,0,0,0,111,41,25,9,19,31,0.279,6.08,1,2,4,1,170,0,26,0,0,3 +stewabr01,2016,1,LAN,NL,2,2,7,5,0,0,0,84,33,18,7,12,25,0.292,5.79,1,0,0,0,126,0,18,1,0,1 +storedr01,2016,1,TOR,AL,1,3,38,0,0,0,3,100,43,23,6,10,32,0.309,6.21,1,0,6,1,156,13,23,1,0,2 +storedr01,2016,2,SEA,AL,3,0,19,0,0,0,0,55,13,7,1,3,16,0.191,3.44,0,0,1,0,72,1,7,0,0,1 +strahma01,2016,1,KCA,AL,2,2,21,0,0,0,0,66,13,3,0,11,30,0.173,1.23,1,1,1,0,88,1,4,0,1,3 +straida01,2016,1,CIN,NL,14,8,34,31,0,0,0,574,154,80,31,73,162,0.220,3.76,4,3,11,1,792,0,80,6,3,10 +strasst01,2016,1,WAS,NL,15,4,24,24,0,0,0,443,119,59,15,44,183,0.218,3.60,1,2,2,0,598,0,59,5,1,7 +stratch01,2016,1,SFN,NL,1,0,7,0,0,0,0,30,11,4,1,5,6,0.289,3.60,0,0,0,0,43,7,4,0,0,2 +streehu01,2016,1,LAA,AL,3,2,26,0,0,0,9,67,31,16,5,12,14,0.337,6.45,2,0,0,0,105,21,16,0,1,2 +strichu01,2016,1,SFN,NL,3,3,72,0,0,0,3,183,50,21,4,19,57,0.221,3.10,3,3,2,0,250,14,21,0,3,2 +stripro01,2016,1,LAN,NL,5,9,22,14,0,0,0,300,96,44,10,30,74,0.250,3.96,3,6,1,0,419,4,46,3,1,7 +stromma01,2016,1,TOR,AL,9,10,32,32,0,0,0,612,209,99,21,54,166,0.264,4.37,0,9,4,1,855,0,104,2,2,22 +stroppe01,2016,1,CHN,NL,2,2,54,0,0,0,0,142,27,15,4,15,60,0.163,2.85,1,7,4,0,187,8,16,0,2,3 +stumpda01,2016,1,PHI,NL,0,0,7,0,0,0,0,15,9,6,1,2,2,0.409,10.80,0,1,0,0,25,3,6,1,0,0 +sturdty01,2016,1,TBA,AL,0,1,16,0,0,0,0,55,18,8,1,6,14,0.273,3.93,1,0,1,0,75,6,8,2,0,2 +suareal01,2016,1,SFN,NL,3,5,22,12,0,0,0,252,84,40,11,26,54,0.264,4.29,5,1,4,0,355,2,42,4,3,8 +surkaer01,2016,1,OAK,AL,0,5,9,9,0,0,0,116,55,30,8,21,22,0.327,6.98,2,1,5,0,197,0,32,0,3,3 +suterbr01,2016,1,MIL,NL,2,2,14,2,0,0,0,65,25,8,3,5,15,0.298,3.32,0,1,1,0,91,4,8,1,0,0 +swarzan01,2016,1,NYA,AL,1,2,26,0,0,0,0,93,28,19,10,7,31,0.243,5.52,0,1,1,0,124,6,19,0,1,3 +syndeno01,2016,1,NYN,NL,14,9,31,30,0,0,0,551,168,53,11,43,218,0.243,2.60,2,10,2,1,744,0,61,3,4,14 +taillja01,2016,1,PIT,NL,5,4,18,18,0,0,0,312,99,39,13,17,85,0.252,3.38,1,1,3,2,418,0,40,4,1,12 +tanakma01,2016,1,NYA,AL,14,4,31,31,0,0,0,599,179,68,22,36,165,0.236,3.07,0,7,3,0,805,0,75,4,3,10 +tazawju01,2016,1,BOS,AL,3,2,53,0,0,0,0,149,47,23,9,14,54,0.245,4.17,1,4,1,0,208,5,23,0,1,2 +teherju01,2016,1,ATL,NL,7,10,30,30,1,1,0,564,157,67,22,41,167,0.223,3.21,2,7,9,1,758,0,70,4,1,11 +tejadru01,2016,1,SLN,NL,0,0,1,0,0,0,0,3,2,2,2,0,0,0.400,18.00,0,0,0,0,5,1,2,0,0,0 +teperry01,2016,1,TOR,AL,0,1,20,0,0,0,0,55,17,6,1,8,18,0.233,2.95,1,3,3,0,85,13,8,1,0,0 +tepesni01,2016,1,LAN,NL,0,1,1,1,0,0,0,12,7,5,1,0,3,0.368,11.25,0,0,0,0,19,0,5,0,0,0 +thompja03,2016,1,PHI,NL,3,6,10,10,0,0,0,161,53,34,10,28,32,0.265,5.70,1,4,4,0,237,0,34,2,3,9 +thornma01,2016,1,SDN,NL,1,0,18,0,0,0,0,51,22,11,2,6,9,0.314,5.82,0,0,1,0,77,8,12,0,0,4 +thornty01,2016,1,MIL,NL,8,5,67,0,0,0,13,201,38,16,6,25,90,0.162,2.15,1,4,2,0,263,23,19,0,1,1 +tillmch01,2016,1,BAL,AL,16,6,30,30,0,0,0,516,155,72,19,66,140,0.244,3.77,1,9,7,0,715,0,73,2,4,20 +tollesh01,2016,1,TEX,AL,2,2,37,0,0,0,11,109,53,31,8,10,29,0.338,7.68,2,1,0,0,168,19,32,0,1,0 +tollias01,2016,1,BAL,AL,1,0,5,0,0,0,0,14,5,3,1,3,5,0.263,5.79,0,0,0,0,22,2,4,0,0,0 +tomlijo01,2016,1,CLE,AL,13,9,30,29,0,0,0,522,187,85,36,20,118,0.269,4.40,2,4,3,0,725,1,97,4,4,6 +tonkimi01,2016,1,MIN,AL,3,2,65,0,0,0,0,215,80,40,13,24,80,0.280,5.02,0,5,3,0,315,23,46,2,0,7 +torreca01,2016,1,MIL,NL,3,3,72,0,0,0,2,247,65,25,8,30,78,0.217,2.73,3,1,4,1,339,12,26,3,2,6 +torrejo02,2016,1,SDN,NL,0,0,4,0,0,0,0,9,3,0,0,2,3,0.250,0.00,0,1,0,0,14,1,0,0,0,0 +treinbl01,2016,1,WAS,NL,4,1,73,0,0,0,1,201,51,17,5,31,63,0.224,2.28,6,1,0,0,263,17,19,2,2,17 +triggan01,2016,1,OAK,AL,1,1,24,6,0,0,0,169,56,27,5,13,55,0.255,4.31,1,2,3,0,238,7,30,1,1,3 +tropeni01,2016,1,LAA,AL,3,2,13,13,0,0,0,205,70,27,14,31,68,0.270,3.56,1,4,2,0,296,0,27,1,3,4 +tsaoch01,2016,1,LAN,NL,0,1,2,0,0,0,0,5,1,1,0,3,0,0.167,5.40,0,0,0,0,9,2,1,0,0,0 +tuivasa01,2016,1,SLN,NL,0,0,12,0,0,0,0,27,12,6,0,6,7,0.308,6.00,0,1,2,0,47,4,6,0,0,0 +turneja01,2016,1,CHA,AL,1,2,18,2,0,0,0,74,33,18,5,16,18,0.324,6.57,1,2,2,0,122,8,27,0,2,3 +ueharko01,2016,1,BOS,AL,2,3,50,0,0,0,7,141,34,18,8,11,63,0.200,3.45,1,1,2,0,184,12,18,1,0,2 +urenajo01,2016,1,MIA,NL,4,9,28,12,0,0,1,251,91,57,11,29,58,0.275,6.13,6,0,6,0,373,4,59,3,4,6 +uriasju01,2016,1,LAN,NL,5,2,18,15,0,0,0,231,81,29,5,31,84,0.274,3.39,0,3,4,0,336,1,32,4,1,6 +valdejo03,2016,1,LAA,AL,2,3,25,0,0,0,0,70,17,11,4,16,22,0.202,4.24,0,2,0,1,100,4,11,0,0,2 +vargace01,2016,1,SDN,NL,0,3,7,7,0,0,0,102,41,19,5,15,28,0.301,5.03,1,0,1,0,154,0,19,0,2,3 +vargaja01,2016,1,KCA,AL,0,0,3,3,0,0,0,36,8,3,1,3,11,0.182,2.25,0,0,0,0,47,0,3,0,0,0 +velasvi01,2016,1,PHI,NL,8,6,24,24,1,1,0,393,129,60,21,45,152,0.263,4.12,1,3,1,0,551,0,64,9,5,12 +vendipa01,2016,1,TOR,AL,0,0,8,0,0,0,0,26,11,5,1,4,7,0.297,5.19,0,0,1,0,44,3,8,0,2,0 +vendipa01,2016,2,SEA,AL,0,0,7,0,0,0,0,40,13,9,4,7,12,0.265,6.08,1,0,1,0,58,4,10,0,1,3 +ventuyo01,2016,1,KCA,AL,11,12,32,32,2,0,0,558,190,92,23,78,144,0.263,4.45,1,13,8,1,816,0,96,3,4,21 +verhadr01,2016,1,DET,AL,1,0,19,0,0,0,0,57,28,15,3,7,10,0.346,7.11,1,1,1,0,90,4,15,0,1,2 +verlaju01,2016,1,DET,AL,16,9,34,34,2,0,0,683,171,77,30,57,254,0.207,3.04,1,6,8,0,903,0,81,4,7,8 +verrelo01,2016,1,NYN,NL,3,8,35,12,0,0,0,275,100,53,16,43,66,0.283,5.20,3,4,4,1,406,10,55,3,3,10 +villaca01,2016,1,SDN,NL,2,2,51,0,0,0,1,222,89,49,17,14,61,0.297,5.96,4,2,3,0,321,11,50,2,2,4 +vinceni01,2016,1,SEA,AL,4,4,60,0,0,0,3,181,53,25,11,15,65,0.231,3.73,5,0,1,0,247,15,26,1,1,4 +vizcaar01,2016,1,ATL,NL,1,4,43,0,0,0,10,116,37,19,3,26,50,0.240,4.42,3,3,1,1,182,24,25,1,0,2 +vogelry01,2016,1,PIT,NL,3,7,24,14,0,0,0,247,80,44,11,40,61,0.254,4.81,2,4,4,0,366,2,51,6,0,6 +volqued01,2016,1,KCA,AL,10,11,34,34,0,0,0,568,217,113,23,76,139,0.286,5.37,1,5,7,1,853,0,124,6,6,16 +wachami01,2016,1,SLN,NL,7,7,27,24,0,0,0,414,159,78,15,45,114,0.289,5.09,6,6,1,0,606,1,86,4,5,11 +wagnety01,2016,1,ARI,NL,1,0,3,0,0,0,0,30,9,2,0,2,7,0.237,1.80,0,0,0,0,40,0,3,0,0,1 +wainwad01,2016,1,SLN,NL,13,9,33,33,1,1,0,596,220,102,22,59,161,0.287,4.62,4,1,5,0,847,0,108,8,9,27 +walketa01,2016,1,SEA,AL,8,11,25,25,1,1,0,403,129,63,27,37,119,0.247,4.22,2,4,8,1,573,0,75,3,3,8 +wangch01,2016,1,KCA,AL,6,0,38,0,0,0,0,160,60,25,6,18,30,0.286,4.22,0,1,2,0,231,24,27,1,0,5 +warread01,2016,1,CHN,NL,3,2,29,1,0,0,0,105,31,23,7,19,27,0.238,5.91,4,0,0,0,152,4,24,2,1,1 +warread01,2016,2,NYA,AL,4,2,29,0,0,0,0,91,28,11,4,10,25,0.250,3.26,2,3,1,0,125,3,13,1,1,2 +watsoto01,2016,1,PIT,NL,2,5,70,0,0,0,15,203,52,23,10,20,58,0.215,3.06,1,0,3,0,272,27,26,4,3,9 +weaveje02,2016,1,LAA,AL,12,12,31,31,1,1,0,534,209,100,37,51,103,0.297,5.06,2,1,4,2,767,0,106,1,6,19 +weavelu01,2016,1,SLN,NL,1,4,9,8,0,0,0,109,46,23,7,12,45,0.311,5.70,0,1,2,0,167,0,29,2,3,3 +webbda01,2016,1,CHA,AL,0,0,1,0,0,0,0,3,2,0,0,1,3,0.400,0.00,0,0,0,0,6,1,0,0,0,0 +webbry01,2016,1,TBA,AL,0,0,18,0,0,0,0,52,27,10,2,3,11,0.370,5.19,1,3,0,0,76,7,11,0,0,4 +weberry01,2016,1,ATL,NL,1,1,16,2,0,0,0,109,46,22,7,5,23,0.309,5.45,2,1,2,0,157,6,22,1,0,5 +wendejb01,2016,1,OAK,AL,0,0,8,0,0,0,0,38,18,14,3,9,12,0.327,9.95,0,2,0,0,64,3,15,0,0,0 +whalero01,2016,1,ATL,NL,1,2,5,5,0,0,0,74,20,18,4,12,25,0.217,6.57,0,1,3,0,110,0,20,2,1,1 +whitety01,2016,1,HOU,AL,0,0,1,0,0,0,0,3,1,1,1,0,0,0.250,9.00,0,0,0,0,4,1,1,0,0,0 +whitlch01,2016,1,TBA,AL,0,0,5,1,0,0,0,43,13,4,2,3,15,0.224,2.51,0,0,0,0,61,0,7,0,0,0 +wielajo01,2016,1,SEA,AL,0,1,1,1,0,0,0,15,9,6,1,0,3,0.391,10.80,0,0,0,0,23,0,6,0,0,1 +wilheto01,2016,1,TEX,AL,2,3,21,0,0,0,0,64,38,25,7,9,11,0.392,10.55,0,0,2,0,109,3,25,0,1,4 +wilheto01,2016,2,SEA,AL,0,1,29,0,0,0,1,75,22,10,4,10,17,0.244,3.60,0,0,0,0,100,2,10,0,0,4 +willije02,2016,1,SLN,NL,0,0,11,0,0,0,0,52,22,11,4,6,8,0.306,5.71,1,0,2,0,81,9,15,0,1,3 +willitr01,2016,1,PIT,NL,1,1,7,1,0,0,0,38,19,11,4,5,11,0.339,7.82,0,0,0,0,61,1,13,0,0,2 +wilsoal01,2016,1,DET,AL,4,0,62,0,0,0,0,219,68,24,5,21,49,0.252,2.96,5,2,1,0,297,6,26,0,5,8 +wilsoju10,2016,1,DET,AL,4,5,66,0,0,0,1,176,61,27,6,17,65,0.263,4.14,2,4,1,0,251,10,29,1,0,7 +wilsoty01,2016,1,BAL,AL,4,6,24,13,0,0,0,282,110,55,15,24,55,0.288,5.27,1,2,4,0,414,5,57,1,3,8 +wimmeal01,2016,1,MIN,AL,1,3,16,0,0,0,0,52,14,8,2,11,14,0.237,4.15,1,0,0,0,72,2,8,0,2,3 +winklda01,2016,1,ATL,NL,0,0,3,0,0,0,0,7,0,0,0,1,4,0.000,0.00,0,0,0,0,8,0,0,0,0,0 +wislema01,2016,1,ATL,NL,7,13,27,26,0,0,1,470,159,87,26,49,115,0.259,5.00,3,5,4,1,671,1,90,2,3,12 +withrch01,2016,1,ATL,NL,3,0,46,0,0,0,0,113,29,15,5,17,28,0.213,3.58,1,1,2,0,158,6,16,2,1,2 +wittgni01,2016,1,MIA,NL,4,3,48,0,0,0,0,155,50,18,6,10,42,0.254,3.14,2,1,1,0,213,9,18,3,2,2 +woodal02,2016,1,LAN,NL,1,4,14,10,0,0,0,181,56,25,5,20,66,0.245,3.73,0,4,3,0,255,0,30,0,2,5 +woodbl01,2016,1,CIN,NL,6,5,70,0,0,0,1,230,72,34,9,38,81,0.251,3.99,3,8,2,0,330,21,38,1,2,8 +woodtr01,2016,1,CHN,NL,4,0,77,0,0,0,0,183,45,20,8,24,47,0.199,2.95,2,0,1,0,252,16,24,1,0,3 +worleva01,2016,1,BAL,AL,2,2,35,4,0,0,1,260,84,34,11,35,56,0.261,3.53,0,3,3,0,365,13,37,0,3,12 +wrighda04,2016,1,CIN,NL,0,2,4,2,0,0,0,39,25,11,2,2,6,0.417,7.62,0,1,0,0,64,0,16,1,1,2 +wrighda04,2016,2,LAA,AL,1,3,5,5,0,0,0,80,32,16,5,6,15,0.314,5.40,0,1,5,0,115,0,16,1,1,4 +wrighmi01,2016,1,BAL,AL,3,4,18,12,0,0,0,224,81,48,12,26,50,0.282,5.79,0,2,9,0,328,5,53,1,5,10 +wrighst01,2016,1,BOS,AL,13,6,24,24,4,1,0,470,138,58,12,57,127,0.235,3.33,1,10,8,0,656,0,74,2,2,16 +yateski01,2016,1,NYA,AL,2,1,41,0,0,0,0,124,41,24,5,19,50,0.258,5.23,1,1,4,0,184,11,24,1,1,1 +ynoaga01,2016,1,NYN,NL,1,0,10,3,0,0,0,55,26,13,0,7,17,0.333,6.38,0,0,1,0,88,2,13,0,2,1 +ynoami01,2016,1,CHA,AL,1,0,23,0,0,0,0,90,20,10,0,17,30,0.183,3.00,2,4,5,0,135,7,11,1,2,1 +youngch03,2016,1,KCA,AL,3,9,34,13,0,0,1,266,104,61,28,43,94,0.291,6.19,1,3,1,0,406,7,63,0,4,3 +youngma03,2016,1,ATL,NL,0,0,8,0,0,0,0,21,12,5,0,4,4,0.400,6.43,0,0,1,0,37,1,5,1,1,0 +zastrro01,2016,1,CHN,NL,1,0,8,1,0,0,0,48,12,2,0,5,17,0.207,1.13,0,0,1,0,66,1,3,0,2,1 +zieglbr01,2016,1,ARI,NL,2,3,36,0,0,0,18,115,41,12,1,15,27,0.281,2.82,5,0,2,0,165,30,13,1,1,10 +zieglbr01,2016,2,BOS,AL,2,4,33,0,0,0,4,89,26,5,1,11,31,0.234,1.52,2,1,1,0,124,12,8,1,0,6 +zimmejo02,2016,1,DET,AL,9,7,19,18,0,0,0,316,118,57,14,26,66,0.284,4.87,0,3,2,0,450,1,63,1,5,8 +zychto01,2016,1,SEA,AL,1,0,12,0,0,0,0,41,10,5,0,10,21,0.208,3.29,2,0,1,0,60,3,6,0,1,1 +abadfe01,2017,1,BOS,AL,2,1,48,0,0,0,1,131,40,16,4,14,37,0.242,3.30,1,0,1,1,182,15,18,0,2,4 +adamsau02,2017,1,WAS,NL,0,0,6,0,0,0,0,15,4,2,0,8,10,0.211,3.60,0,1,1,0,29,3,4,0,1,0 +adlemti01,2017,1,CIN,NL,5,11,30,20,0,0,0,367,124,75,29,51,108,0.264,5.52,1,1,6,1,531,4,79,1,4,8 +alberan01,2017,1,SEA,AL,5,1,9,6,0,0,1,123,43,16,6,10,37,0.262,3.51,0,1,2,0,178,2,22,0,1,3 +alberma01,2017,1,WAS,NL,7,2,63,0,0,0,2,183,35,11,6,17,63,0.166,1.62,0,0,4,0,233,23,12,0,1,6 +albural01,2017,1,KCA,AL,0,1,11,0,0,0,0,30,7,4,0,6,9,0.194,3.60,0,0,0,0,42,5,4,0,0,1 +albural01,2017,2,CHA,AL,0,1,10,0,0,0,0,24,3,1,0,2,5,0.111,1.13,0,0,0,0,29,2,1,0,0,0 +alcanra01,2017,1,OAK,AL,1,2,8,4,0,0,0,72,22,19,5,12,12,0.239,7.13,1,0,3,1,108,2,21,0,1,2 +alcansa01,2017,1,SLN,NL,0,0,8,0,0,0,0,25,9,4,2,6,10,0.273,4.32,0,0,0,0,39,3,6,0,0,2 +alcanvi01,2017,1,DET,AL,0,0,6,0,0,0,0,22,12,7,1,4,5,0.375,8.59,0,1,2,0,39,2,7,0,1,1 +alexasc01,2017,1,KCA,AL,5,4,58,0,0,0,4,207,62,19,3,28,59,0.246,2.48,0,3,0,0,283,9,23,1,2,13 +allenco01,2017,1,CLE,AL,3,7,69,0,0,0,30,202,57,22,9,21,92,0.221,2.94,0,9,2,0,282,55,24,1,0,1 +almonmi01,2017,1,KCA,AL,0,0,2,0,0,0,0,6,5,3,0,2,0,0.556,13.50,0,0,0,0,12,0,3,0,1,1 +altavda01,2017,1,SEA,AL,1,1,41,0,0,0,0,140,43,22,9,20,52,0.242,4.24,1,9,1,0,203,13,27,0,4,3 +alvarda01,2017,1,TEX,AL,2,0,20,0,0,0,0,49,19,5,1,14,17,0.292,2.76,0,2,1,1,82,3,8,0,2,2 +alvarhe01,2017,1,PHI,NL,0,1,3,3,0,0,0,44,14,7,2,11,6,0.250,4.30,1,0,0,1,67,0,7,0,0,2 +alvarjo02,2017,1,LAA,AL,0,3,64,0,0,0,1,146,50,21,7,12,45,0.263,3.88,5,1,0,0,203,12,23,1,0,5 +alvarjo03,2017,1,TBA,AL,0,3,35,0,0,0,0,89,24,12,1,9,29,0.216,3.64,1,2,0,0,123,6,12,2,1,1 +anderbr04,2017,1,CHN,NL,2,2,6,6,0,0,0,66,34,20,2,12,16,0.347,8.18,0,1,0,0,111,0,22,0,1,2 +anderbr04,2017,2,TOR,AL,2,2,7,7,0,0,0,100,39,19,3,9,22,0.302,5.13,0,1,0,0,140,0,19,0,2,5 +anderch01,2017,1,MIL,NL,12,4,25,25,0,0,0,424,113,43,14,41,133,0.220,2.74,1,0,7,0,569,0,47,5,2,11 +anderdr02,2017,1,PHI,NL,0,0,2,0,0,0,0,7,6,6,0,1,2,0.500,23.14,0,0,0,0,14,1,7,0,1,0 +anderty01,2017,1,COL,NL,6,6,17,15,0,0,0,258,88,46,16,26,81,0.269,4.81,0,6,2,2,362,1,48,5,2,8 +andrima01,2017,1,TBA,AL,5,5,18,17,0,0,1,258,90,43,16,28,76,0.264,4.50,1,3,4,2,374,1,48,0,1,6 +aokino01,2017,1,HOU,AL,0,0,1,0,0,0,0,3,1,3,0,2,0,0.333,27.00,0,0,0,0,6,1,3,0,1,0 +aquinja01,2017,1,BAL,AL,1,2,4,2,0,0,0,40,15,11,4,6,13,0.268,7.43,0,1,0,0,62,1,12,0,0,0 +aranovi01,2017,1,PHI,NL,1,0,10,0,0,0,0,32,6,2,0,4,13,0.158,1.69,0,0,0,0,42,2,2,0,0,0 +archech01,2017,1,TBA,AL,10,12,34,34,0,0,0,603,193,91,27,60,249,0.246,4.07,0,15,5,0,852,0,101,1,2,17 +armstsh01,2017,1,CLE,AL,1,0,21,0,0,0,0,74,23,12,5,10,20,0.237,4.38,0,1,1,0,108,14,12,0,0,1 +arrieja01,2017,1,CHN,NL,14,10,30,30,0,0,0,505,150,66,23,55,163,0.235,3.53,3,14,10,0,707,0,82,1,4,10 +arroybr01,2017,1,CIN,NL,3,6,14,14,0,0,0,213,94,58,23,19,45,0.320,7.35,2,1,2,0,322,0,59,5,2,3 +asheral01,2017,1,BAL,AL,2,5,24,6,0,0,0,180,61,35,10,23,47,0.263,5.25,2,4,7,0,265,6,36,1,2,7 +astinba01,2017,1,CIN,NL,0,0,6,0,0,0,0,24,9,6,2,7,2,0.290,6.75,0,0,2,0,41,1,6,0,1,1 +avilalu01,2017,1,LAN,NL,2,3,61,0,0,0,0,138,42,15,2,22,52,0.246,2.93,3,1,1,0,194,5,16,0,0,4 +axforjo01,2017,1,OAK,AL,0,1,22,0,0,0,0,63,27,15,3,17,21,0.310,6.43,0,1,2,0,109,8,16,1,2,1 +aybarer01,2017,1,SDN,NL,0,0,2,0,0,0,0,4,0,0,0,1,0,0.000,0.00,0,0,0,0,4,2,0,0,0,1 +baezpe01,2017,1,LAN,NL,3,6,66,0,0,0,0,192,56,21,9,29,64,0.225,2.95,2,1,2,1,280,6,24,0,0,1 +bailean01,2017,1,LAA,AL,2,0,4,0,0,0,0,12,1,0,0,0,2,0.077,0.00,0,0,0,0,13,2,0,0,0,0 +baileho02,2017,1,CIN,NL,6,9,18,18,0,0,0,273,112,65,11,42,67,0.309,6.43,2,4,8,0,420,0,67,5,2,9 +bandaan01,2017,1,ARI,NL,2,3,8,4,0,0,0,77,26,17,1,10,25,0.255,5.96,1,2,3,0,115,1,17,0,0,2 +barbajo01,2017,1,PIT,NL,0,1,24,0,0,0,0,86,25,13,4,18,23,0.227,4.08,0,1,2,0,130,7,13,0,0,1 +barneda02,2017,1,TOR,AL,3,6,60,0,0,0,0,198,48,26,11,24,62,0.200,3.55,1,1,1,0,265,13,26,0,0,6 +barneja01,2017,1,MIL,NL,3,4,73,0,0,0,2,216,57,32,8,33,80,0.215,4.00,4,6,3,0,304,8,35,0,3,10 +barnema01,2017,1,BOS,AL,7,3,70,0,0,0,1,209,57,30,7,28,83,0.224,3.88,0,3,1,0,287,15,31,1,3,7 +barneto01,2017,1,TEX,AL,2,1,50,0,0,0,2,172,64,35,7,22,57,0.288,5.49,4,4,2,0,252,7,36,0,6,7 +barraky01,2017,1,MIA,NL,6,2,66,0,0,0,1,198,53,22,5,38,76,0.222,3.00,3,6,2,1,286,12,25,3,4,4 +barreja01,2017,1,ARI,NL,1,1,28,0,0,0,0,81,27,15,7,15,26,0.260,5.00,2,1,0,0,121,5,18,0,2,2 +bassan01,2017,1,TEX,AL,0,0,2,0,0,0,0,17,14,9,1,0,1,0.467,14.29,0,1,0,0,31,1,9,0,1,0 +bastaan01,2017,1,PIT,NL,0,1,9,0,0,0,0,27,16,15,5,9,8,0.372,15.00,0,2,0,0,52,5,15,0,0,0 +bauertr01,2017,1,CLE,AL,17,9,32,31,0,0,0,529,181,82,25,60,196,0.266,4.19,0,3,5,1,749,1,84,1,3,16 +baumabu01,2017,1,SDN,NL,2,1,23,0,0,0,0,53,11,5,4,7,21,0.177,2.55,2,0,3,0,72,2,5,0,0,2 +beatope01,2017,1,PHI,NL,0,0,1,0,0,0,0,2,0,0,0,0,1,0.000,0.00,0,0,0,0,2,0,0,0,0,0 +beckch02,2017,1,CHA,AL,2,1,57,0,0,0,0,194,73,46,16,34,42,0.290,6.40,3,1,4,0,294,12,48,1,3,11 +bedroca01,2017,1,LAA,AL,6,5,48,0,0,0,6,134,41,22,5,17,53,0.240,4.43,1,7,0,0,190,13,26,1,1,3 +belisma01,2017,1,MIN,AL,2,2,62,0,0,0,9,181,48,27,7,22,54,0.218,4.03,6,2,2,1,247,20,31,2,1,7 +belivje01,2017,1,TOR,AL,1,1,19,0,0,0,0,47,17,13,4,6,17,0.283,7.47,1,0,1,0,70,6,14,1,2,1 +bellch02,2017,1,DET,AL,0,3,28,4,0,0,0,187,81,48,12,31,57,0.313,6.93,3,1,3,0,293,6,49,0,0,10 +benoijo01,2017,1,PHI,NL,1,4,44,0,0,0,2,126,32,19,5,16,43,0.206,4.07,1,0,0,0,171,12,19,0,0,2 +benoijo01,2017,2,PIT,NL,0,2,8,0,0,0,0,25,11,7,2,6,3,0.324,7.56,0,1,1,0,42,1,9,0,1,1 +bergmch01,2017,1,SEA,AL,4,5,13,8,0,0,0,162,61,30,12,15,33,0.295,5.00,1,0,3,0,230,2,31,4,1,10 +berrijo01,2017,1,MIN,AL,14,8,26,25,0,0,0,437,131,63,15,48,139,0.239,3.89,0,7,13,1,616,0,71,3,4,13 +betande01,2017,1,NYA,AL,3,6,66,0,0,0,10,179,29,19,3,44,100,0.141,2.87,0,5,11,1,261,21,20,1,0,1 +bethach01,2017,1,SDN,NL,0,0,4,0,0,0,0,11,6,6,1,8,2,0.353,14.73,0,2,0,0,25,1,9,0,0,1 +bettich01,2017,1,COL,NL,2,4,9,9,0,0,0,139,52,26,8,11,30,0.286,5.05,0,3,1,0,200,0,27,5,1,2 +biagijo01,2017,1,TOR,AL,3,13,44,18,0,0,1,359,125,71,15,42,97,0.265,5.34,0,6,2,0,517,3,78,0,2,8 +bibenau01,2017,1,TEX,AL,5,2,24,6,0,0,0,208,74,36,14,20,38,0.270,4.67,0,3,3,0,299,6,36,0,2,7 +blachty01,2017,1,SFN,NL,8,12,34,24,1,1,0,491,179,87,17,43,73,0.283,4.78,2,3,1,0,692,3,91,10,5,22 +blackpa01,2017,1,OAK,AL,3,1,10,10,0,0,0,176,58,21,5,16,22,0.262,3.22,0,1,1,0,238,0,22,0,0,9 +blairaa01,2017,1,ATL,NL,0,1,1,1,0,0,0,9,5,5,1,5,3,0.417,15.00,0,1,0,0,19,0,5,1,1,0 +blancan01,2017,1,PHI,NL,0,0,1,0,0,0,0,1,1,1,1,0,0,0.500,27.00,0,0,0,0,2,1,1,0,0,0 +blantjo01,2017,1,WAS,NL,2,4,51,0,0,0,0,133,53,28,10,13,39,0.296,5.68,2,1,1,0,195,13,29,1,1,4 +blazemi01,2017,1,MIL,NL,0,1,5,1,0,0,0,26,12,8,6,1,7,0.343,8.31,0,0,0,0,37,2,9,1,0,2 +bleieri01,2017,1,BAL,AL,2,1,57,0,0,0,0,190,62,14,6,13,26,0.257,1.99,3,5,4,0,265,14,23,3,4,9 +blevije01,2017,1,NYN,NL,6,0,75,0,0,0,1,147,43,16,4,24,69,0.229,2.94,2,2,4,0,217,5,16,0,1,1 +bolsimi01,2017,1,TOR,AL,0,3,11,5,0,0,0,124,48,29,9,27,39,0.298,6.31,0,3,3,0,196,2,32,0,5,5 +bonilli01,2017,1,CIN,NL,1,3,10,4,1,0,0,110,42,33,8,22,28,0.292,8.10,0,3,2,0,172,0,33,2,2,3 +boshebu01,2017,1,MIN,AL,1,0,38,0,0,0,0,105,37,19,7,10,28,0.268,4.89,1,2,2,0,153,1,20,1,2,2 +bowmama01,2017,1,SLN,NL,3,6,75,0,0,0,2,176,52,26,4,18,46,0.239,3.99,2,1,5,0,247,10,29,2,4,7 +boxbebr01,2017,1,TBA,AL,4,4,30,0,0,0,0,88,23,11,4,11,40,0.215,3.38,3,1,1,0,121,10,11,1,1,2 +boydma01,2017,1,DET,AL,6,11,26,25,1,1,0,405,157,79,18,53,110,0.291,5.27,3,2,3,0,605,0,84,3,6,10 +boyerbl01,2017,1,BOS,AL,1,1,32,0,0,0,0,124,50,20,3,14,33,0.311,4.35,3,1,1,0,178,11,20,1,1,7 +brachbr01,2017,1,BAL,AL,4,5,67,0,0,0,18,204,51,24,7,26,70,0.208,3.18,1,4,0,1,275,36,27,1,3,5 +brachsi01,2017,1,ARI,NL,0,0,21,0,0,0,0,62,18,13,5,7,25,0.225,5.66,0,1,0,0,87,10,14,0,0,1 +bradfch02,2017,1,NYN,NL,2,0,28,0,0,0,0,101,30,14,3,13,27,0.233,3.74,1,1,0,0,143,7,17,0,1,2 +bradlar01,2017,1,ARI,NL,3,3,63,0,0,0,1,219,55,14,4,21,79,0.207,1.73,2,0,1,1,290,13,14,1,1,6 +bradymi01,2017,1,OAK,AL,0,0,16,0,0,0,0,95,33,20,7,6,24,0.270,5.68,2,1,5,0,136,12,22,1,2,3 +brantro01,2017,1,CHA,AL,0,0,1,0,0,0,0,3,1,1,1,0,0,0.250,9.00,0,0,0,0,4,1,1,0,0,0 +braulst01,2017,1,PIT,NL,1,0,11,4,0,0,1,104,41,18,3,14,23,0.287,4.67,1,0,2,0,162,2,21,2,1,2 +brebbjo01,2017,1,SLN,NL,0,0,50,0,0,0,0,155,37,14,8,11,51,0.193,2.44,3,2,5,0,209,13,15,1,0,0 +breslcr01,2017,1,MIN,AL,1,1,30,0,0,0,0,93,38,18,4,12,18,0.306,5.23,2,1,2,0,143,8,19,1,4,1 +breslcr01,2017,2,CLE,AL,0,0,7,0,0,0,0,13,3,2,0,2,5,0.214,4.15,0,0,0,0,16,1,2,0,0,1 +briceau01,2017,1,CIN,NL,0,0,22,0,0,0,0,98,33,18,6,7,26,0.264,4.96,0,0,3,0,137,4,18,1,1,3 +bridwpa01,2017,1,LAA,AL,10,3,21,20,0,0,0,363,115,49,19,30,73,0.252,3.64,0,4,4,0,492,0,52,0,2,9 +brittza01,2017,1,BAL,AL,2,1,38,0,0,0,15,112,39,12,1,18,29,0.277,2.89,1,4,0,0,161,30,12,1,1,7 +brothre01,2017,1,ATL,NL,4,3,27,0,0,0,0,71,23,19,3,12,33,0.250,7.23,3,2,1,0,105,8,19,0,0,2 +broxtjo01,2017,1,SLN,NL,0,1,20,0,0,0,0,47,23,12,2,11,16,0.371,6.89,2,1,0,0,78,8,12,3,2,2 +buchaja01,2017,1,CIN,NL,0,0,5,0,0,0,0,43,24,13,1,7,4,0.375,8.16,2,0,3,0,77,3,13,2,1,0 +buchhcl01,2017,1,PHI,NL,0,1,2,2,0,0,0,22,16,10,1,3,5,0.457,12.27,0,0,0,0,40,0,10,0,2,1 +buchtry01,2017,1,SDN,NL,3,3,42,0,0,0,1,115,28,13,7,18,47,0.199,3.05,0,0,1,1,161,5,15,0,1,1 +buchtry01,2017,2,KCA,AL,1,0,29,0,0,0,0,81,16,8,3,8,18,0.170,2.67,1,0,3,0,107,7,10,0,2,2 +buehlwa01,2017,1,LAN,NL,1,0,8,0,0,0,0,28,11,8,2,8,12,0.306,7.71,1,1,0,0,44,2,8,0,0,3 +bumgama01,2017,1,SFN,NL,4,9,17,17,1,0,0,333,101,41,17,20,101,0.238,3.32,3,0,3,0,450,0,41,2,1,6 +bummeaa01,2017,1,CHA,AL,1,3,30,0,0,0,0,66,13,11,4,15,17,0.178,4.50,1,1,1,0,91,3,11,1,1,2 +bundydy01,2017,1,BAL,AL,13,9,28,28,1,1,0,509,152,80,26,51,152,0.240,4.24,0,0,7,0,698,0,82,0,7,18 +busenal01,2017,1,MIN,AL,1,1,28,0,0,0,0,95,22,7,4,9,23,0.206,1.99,0,2,0,0,121,10,9,0,5,3 +bushma01,2017,1,TEX,AL,3,4,57,0,0,0,10,157,57,22,7,19,58,0.264,3.78,0,2,4,0,240,22,30,0,1,2 +butleed01,2017,1,CHN,NL,4,3,13,11,0,0,0,164,50,24,4,28,30,0.244,3.95,2,3,2,0,237,2,24,1,1,4 +cahiltr01,2017,1,SDN,NL,4,3,11,11,0,0,0,183,58,25,6,24,72,0.247,3.69,1,14,3,0,263,0,29,1,0,5 +cahiltr01,2017,2,KCA,AL,0,0,10,3,0,0,0,69,33,21,10,21,15,0.344,8.22,0,2,0,0,118,1,21,1,0,4 +cainma01,2017,1,SFN,NL,3,11,27,23,0,0,0,373,157,75,18,49,75,0.310,5.43,6,3,2,0,568,1,85,3,6,13 +callaja01,2017,1,NYN,NL,0,0,9,0,0,0,0,20,7,3,0,1,5,0.250,4.05,0,0,0,0,30,5,4,0,1,0 +campole01,2017,1,TOR,AL,0,0,13,0,0,0,0,41,11,4,2,8,15,0.216,2.63,0,1,1,0,60,6,6,0,0,2 +cappsca01,2017,1,SDN,NL,0,0,11,0,0,0,0,37,12,9,2,2,7,0.261,6.57,0,1,0,0,49,6,9,0,1,0 +carlesh01,2017,1,COL,NL,0,0,3,0,0,0,0,12,6,3,1,0,4,0.316,6.75,0,1,0,0,19,3,3,0,0,0 +carraca01,2017,1,CLE,AL,18,6,32,32,1,0,0,600,173,73,21,46,226,0.235,3.29,2,10,10,0,798,0,73,1,6,19 +cashnan01,2017,1,TEX,AL,11,11,28,28,0,0,0,500,156,63,15,64,86,0.250,3.40,0,10,9,1,704,0,75,2,5,23 +castifa01,2017,1,LAN,NL,0,0,2,0,0,0,0,4,3,2,0,1,2,0.429,13.50,0,1,0,0,8,0,2,0,0,0 +castilu02,2017,1,CIN,NL,3,7,15,15,0,0,0,268,64,31,11,32,98,0.202,3.12,1,2,3,1,359,0,32,4,3,5 +castrmi01,2017,1,BAL,AL,3,3,39,1,0,0,0,199,53,26,8,28,38,0.224,3.53,4,2,2,0,274,8,29,3,4,8 +castrsi01,2017,1,OAK,AL,1,3,26,0,0,0,0,111,32,18,7,14,35,0.235,4.38,0,1,2,0,153,7,20,0,1,3 +cecilbr01,2017,1,SLN,NL,2,4,73,0,0,0,1,202,67,29,7,16,66,0.262,3.88,3,3,0,0,277,12,31,0,5,5 +cedenxa01,2017,1,TBA,AL,1,1,9,0,0,0,0,9,7,4,3,4,0,0.438,12.00,1,0,0,0,21,0,5,1,0,0 +cervehu01,2017,1,MIA,NL,0,0,5,0,0,0,0,14,1,8,0,8,6,0.083,15.43,0,1,2,0,24,0,8,1,1,1 +cessalu01,2017,1,NYA,AL,0,3,10,5,0,0,0,108,36,19,7,17,30,0.257,4.75,0,2,3,0,160,2,21,0,0,2 +chacial01,2017,1,CIN,NL,0,0,6,0,0,0,0,18,11,7,2,4,6,0.393,10.50,0,0,0,0,32,3,7,0,0,1 +chacijh01,2017,1,SDN,NL,13,10,32,32,0,0,0,541,157,78,19,72,153,0.235,3.89,5,7,14,1,765,0,82,6,6,16 +chafian01,2017,1,ARI,NL,1,0,71,0,0,0,0,154,48,20,5,21,61,0.246,3.51,3,1,2,1,221,12,21,2,1,3 +chapmar01,2017,1,NYA,AL,4,3,52,0,0,0,22,151,37,18,3,20,69,0.200,3.22,2,5,3,0,210,42,20,0,1,1 +chatwty01,2017,1,COL,NL,8,15,33,25,1,1,1,443,136,77,20,77,120,0.250,4.69,2,12,4,2,631,3,79,4,3,23 +chaveje01,2017,1,LAA,AL,7,11,38,21,0,0,0,414,148,82,28,45,119,0.276,5.35,2,1,2,0,586,6,83,0,2,12 +chenwe02,2017,1,MIA,NL,2,1,9,5,0,0,0,99,25,14,3,9,25,0.207,3.82,0,1,1,0,132,1,14,0,1,1 +cingrto01,2017,1,CIN,NL,0,0,25,0,0,0,0,70,25,14,9,6,24,0.272,5.40,0,1,1,0,99,7,14,0,0,1 +cingrto01,2017,2,LAN,NL,0,0,22,0,0,0,0,58,15,6,1,6,28,0.214,2.79,0,3,0,0,77,8,8,1,0,1 +cishest01,2017,1,SEA,AL,1,1,23,0,0,0,1,60,13,7,3,7,15,0.183,3.15,1,1,1,1,80,8,7,0,1,3 +cishest01,2017,2,TBA,AL,2,1,26,0,0,0,0,74,13,3,0,7,26,0.153,1.09,0,2,2,0,94,3,3,0,0,3 +claibpr01,2017,1,TEX,AL,0,0,1,0,0,0,0,6,5,3,0,0,2,0.500,13.50,0,0,0,0,10,1,3,0,0,1 +claudal01,2017,1,TEX,AL,4,2,70,1,0,0,11,248,71,23,5,15,56,0.235,2.50,4,0,2,3,323,38,26,1,3,12 +clevimi01,2017,1,CLE,AL,12,6,27,21,0,0,0,365,92,42,13,60,137,0.211,3.11,2,3,3,0,502,1,46,1,0,8 +clippty01,2017,1,NYA,AL,1,5,40,0,0,0,1,109,28,20,7,19,42,0.209,4.95,1,5,1,0,158,7,21,3,1,0 +clippty01,2017,2,CHA,AL,1,1,11,0,0,0,2,30,8,2,0,5,12,0.211,1.80,0,3,0,0,44,7,2,0,1,0 +clippty01,2017,3,HOU,AL,0,2,16,0,0,0,2,42,11,10,3,7,18,0.208,6.43,0,3,1,0,62,9,10,0,1,1 +cloydty01,2017,1,SEA,AL,1,0,1,0,0,0,0,3,2,0,0,0,1,0.500,0.00,0,0,0,0,4,0,0,0,0,0 +cobbal01,2017,1,TBA,AL,12,10,29,29,0,0,0,538,175,73,22,44,128,0.254,3.66,2,8,6,1,742,0,78,2,1,16 +coleaj01,2017,1,WAS,NL,3,5,11,8,0,0,0,156,51,22,8,27,44,0.262,3.81,0,2,3,1,229,0,23,3,1,3 +colege01,2017,1,PIT,NL,12,12,33,33,0,0,0,609,199,96,31,55,196,0.254,4.26,1,7,4,0,849,0,98,5,1,16 +coleta01,2017,1,TOR,AL,0,0,1,0,0,0,0,3,6,4,0,1,1,0.750,36.00,0,0,1,0,10,0,4,0,0,0 +collmjo01,2017,1,ATL,NL,0,2,11,0,0,0,0,51,29,17,7,6,18,0.372,9.00,2,1,0,0,87,5,19,2,1,1 +colomal01,2017,1,TBA,AL,2,3,65,0,0,0,47,200,57,24,4,23,58,0.232,3.24,7,4,3,0,281,53,27,3,6,6 +colonba01,2017,1,ATL,NL,2,8,13,13,0,0,0,189,92,57,11,20,42,0.338,8.14,0,1,1,0,299,0,66,4,2,6 +colonba01,2017,2,MIN,AL,5,6,15,15,1,0,0,240,100,46,17,15,47,0.302,5.18,0,0,0,1,349,0,46,2,1,4 +conlead01,2017,1,MIA,NL,8,8,22,20,0,0,0,308,114,70,19,42,72,0.283,6.14,4,5,8,0,463,1,74,8,2,10 +corbipa01,2017,1,ARI,NL,14,13,33,32,0,0,0,569,208,85,26,61,178,0.276,4.03,8,10,3,0,826,0,97,4,5,14 +cosarja01,2017,1,SDN,NL,0,2,7,6,0,0,0,72,26,13,0,19,15,0.283,4.88,0,1,2,1,114,0,15,1,0,4 +cottojh01,2017,1,OAK,AL,9,10,24,24,0,0,0,387,133,80,28,53,105,0.267,5.58,1,9,4,2,566,0,91,4,5,10 +couloda01,2017,1,OAK,AL,2,2,72,0,0,0,0,155,46,20,4,22,39,0.240,3.48,1,5,4,0,219,10,22,0,1,6 +coveydy01,2017,1,CHA,AL,0,7,18,12,0,0,0,210,83,60,20,34,41,0.305,7.71,1,6,1,1,309,4,60,1,1,12 +crichst01,2017,1,BAL,AL,0,0,8,0,0,0,0,37,26,11,2,4,8,0.456,8.03,0,2,0,1,62,1,11,0,1,1 +crickky01,2017,1,SFN,NL,0,0,30,0,0,0,0,97,22,11,2,17,28,0.191,3.06,1,6,1,0,134,14,13,1,0,3 +crockky01,2017,1,CLE,AL,0,0,4,0,0,0,0,5,4,2,0,1,2,0.444,10.80,0,0,1,0,11,0,2,0,0,0 +cuetojo01,2017,1,SFN,NL,8,8,25,25,0,0,0,442,160,74,22,53,136,0.277,4.52,2,4,8,1,648,0,77,7,3,10 +cuevawi01,2017,1,DET,AL,0,0,1,0,0,0,0,1,3,4,0,0,1,0.750,108.00,0,0,1,0,5,0,4,0,0,0 +curtijo02,2017,1,MIN,AL,0,0,9,0,0,0,0,26,9,8,2,2,10,0.257,8.31,0,2,1,0,38,4,8,0,0,0 +curtiza01,2017,1,SEA,AL,0,0,3,0,0,0,0,14,3,0,1,1,2,0.167,0.00,0,2,2,0,21,2,3,0,0,0 +curtiza01,2017,2,PHI,NL,0,0,3,0,0,0,0,11,3,1,0,2,4,0.250,2.45,0,0,0,0,15,1,1,1,0,0 +danisty01,2017,1,CHA,AL,1,0,1,1,0,0,0,15,3,0,0,6,6,0.176,0.00,0,0,0,0,23,0,0,0,0,1 +darviyu01,2017,1,TEX,AL,6,9,22,22,0,0,0,411,115,61,20,45,148,0.225,4.01,0,9,5,1,564,0,63,1,3,11 +darviyu01,2017,2,LAN,NL,4,3,9,9,0,0,0,149,44,19,7,13,61,0.235,3.44,1,3,1,0,202,0,20,1,0,3 +davieza01,2017,1,MIL,NL,17,9,33,33,0,0,0,574,204,83,20,55,124,0.275,3.90,3,2,9,0,817,0,90,7,5,22 +davisjd01,2017,1,HOU,AL,0,0,2,0,0,0,0,5,1,0,0,1,3,0.167,0.00,0,0,0,0,7,2,0,0,0,0 +davisro03,2017,1,CIN,NL,1,3,7,6,0,0,0,72,38,23,7,14,20,0.365,8.63,0,3,1,0,123,0,25,2,1,3 +daviswa01,2017,1,CHN,NL,4,2,59,0,0,0,32,176,39,15,6,28,79,0.186,2.30,1,7,3,0,242,56,16,1,0,6 +daytogr01,2017,1,LAN,NL,1,1,29,0,0,0,0,71,19,13,5,12,20,0.221,4.94,1,0,0,0,102,6,13,1,3,0 +degroja01,2017,1,NYN,NL,15,10,31,31,1,0,0,604,180,79,28,59,239,0.237,3.53,5,7,2,0,827,0,87,3,5,18 +dejonch01,2017,1,SEA,AL,0,3,7,4,0,0,0,85,31,20,5,13,13,0.282,6.35,0,0,0,0,125,2,20,1,1,2 +delarjo01,2017,1,ARI,NL,3,1,65,0,0,0,0,154,46,24,7,21,45,0.240,4.21,4,5,3,0,219,8,24,2,1,5 +delarru01,2017,1,ARI,NL,0,1,9,0,0,0,0,23,7,4,2,4,12,0.233,4.70,1,0,0,1,34,1,4,0,0,0 +deleojo03,2017,1,TBA,AL,1,0,1,0,0,0,0,8,4,3,1,3,2,0.333,10.13,0,2,0,0,15,0,3,0,0,0 +delgara01,2017,1,ARI,NL,1,2,26,5,0,0,1,188,60,25,6,14,60,0.251,3.59,0,1,0,0,259,5,31,4,2,5 +dermoma01,2017,1,TOR,AL,2,0,23,0,0,0,0,67,23,11,6,5,15,0.264,4.43,1,1,2,0,95,3,13,0,1,2 +descada01,2017,1,ARI,NL,0,0,2,0,0,0,0,6,0,0,0,0,0,0.000,0.00,0,0,0,0,6,2,0,0,0,0 +despaod01,2017,1,MIA,NL,2,3,18,8,0,0,1,175,57,26,3,24,31,0.256,4.01,1,1,3,0,254,5,31,2,2,4 +devench02,2017,1,HOU,AL,8,5,62,0,0,0,4,242,50,24,11,26,100,0.174,2.68,3,2,2,0,316,10,26,0,1,5 +diazda01,2017,1,HOU,AL,1,1,10,1,0,0,0,39,17,13,3,4,20,0.315,9.00,0,4,0,0,58,4,14,0,0,3 +diazed04,2017,1,SEA,AL,4,6,66,0,0,0,34,198,44,24,10,32,89,0.183,3.27,2,3,3,1,278,52,28,1,2,1 +diazja01,2017,1,COL,NL,0,0,4,0,0,0,0,15,12,5,0,5,2,0.500,9.00,0,0,1,0,30,3,6,0,0,2 +diazju03,2017,1,TBA,AL,1,4,31,0,0,0,0,90,32,19,4,15,28,0.271,5.70,2,4,0,0,136,5,20,1,2,1 +diazmi02,2017,1,SDN,NL,1,1,31,3,0,0,0,125,44,34,11,25,33,0.275,7.34,0,5,3,1,192,8,35,2,2,4 +dickera01,2017,1,ATL,NL,10,10,31,31,0,0,0,570,193,90,26,67,136,0.266,4.26,3,13,10,2,815,0,99,7,5,18 +diekmja01,2017,1,TEX,AL,0,0,11,0,0,0,1,32,4,3,1,10,13,0.121,2.53,1,0,0,0,45,2,3,0,2,2 +doolise01,2017,1,OAK,AL,1,0,23,0,0,0,3,64,12,8,3,2,31,0.158,3.38,0,1,0,0,79,6,8,0,1,0 +doolise01,2017,2,WAS,NL,1,0,30,0,0,0,21,90,22,8,2,8,31,0.204,2.40,1,2,0,0,118,28,10,0,2,3 +drakeol01,2017,1,BAL,AL,0,0,3,0,0,0,0,10,6,3,0,3,3,0.400,8.10,0,1,0,0,18,1,3,0,0,0 +drakeol01,2017,2,MIL,NL,3,5,61,0,0,0,1,158,57,26,6,22,59,0.274,4.44,2,2,0,1,233,14,28,3,0,3 +duensbr01,2017,1,CHN,NL,1,1,68,0,0,0,0,187,58,19,6,18,61,0.246,2.74,1,2,2,0,257,12,19,1,0,6 +duffety01,2017,1,MIN,AL,2,3,56,0,0,0,1,213,79,39,9,18,67,0.275,4.94,5,4,1,0,310,7,41,1,3,4 +duffyda01,2017,1,KCA,AL,9,10,24,24,0,0,0,439,143,62,13,41,130,0.257,3.81,0,2,4,2,609,0,67,6,2,15 +dukeza01,2017,1,SLN,NL,1,1,27,0,0,0,0,55,13,8,3,6,12,0.197,3.93,2,2,2,0,74,1,8,0,0,1 +dullry01,2017,1,OAK,AL,2,2,49,0,0,0,0,126,37,24,7,16,45,0.236,5.14,1,6,3,0,177,4,30,0,1,4 +dunnmi01,2017,1,COL,NL,5,1,68,0,0,0,0,151,43,25,8,28,57,0.228,4.47,0,4,0,0,220,10,25,0,3,2 +dysonsa01,2017,1,TEX,AL,1,6,17,0,0,0,0,50,31,20,6,12,7,0.392,10.80,3,1,0,0,91,8,23,0,0,2 +dysonsa01,2017,2,SFN,NL,3,4,38,0,0,0,14,114,36,17,2,18,27,0.245,4.03,4,1,3,1,169,26,18,1,0,2 +edginjo01,2017,1,NYN,NL,0,1,46,0,0,0,1,111,39,15,3,18,27,0.273,3.65,1,1,5,1,166,9,16,0,0,5 +edwarca01,2017,1,CHN,NL,5,4,73,0,0,0,0,199,29,22,6,38,94,0.134,2.98,2,4,4,0,262,8,22,1,1,5 +eflinza01,2017,1,PHI,NL,1,5,11,11,0,0,0,193,79,44,16,12,35,0.309,6.16,0,2,5,0,280,0,45,2,5,7 +eickhje01,2017,1,PHI,NL,4,8,24,24,0,0,0,384,142,67,16,53,118,0.281,4.71,4,6,5,1,576,0,74,3,9,6 +eliasro01,2017,1,BOS,AL,0,0,1,0,0,0,0,1,0,0,0,1,1,0.000,0.00,0,0,0,0,2,1,0,0,0,0 +ellinbr02,2017,1,MIA,NL,1,1,42,0,0,0,0,134,48,36,7,35,48,0.270,7.25,0,4,6,0,219,12,39,0,0,3 +ennsdi01,2017,1,MIN,AL,0,0,2,1,0,0,0,12,7,3,2,1,2,0.350,6.75,0,0,0,0,21,0,4,0,0,0 +eschja01,2017,1,SDN,NL,0,0,1,0,0,0,0,0,0,0,0,2,0,,,0,0,0,0,2,0,0,0,0,0 +espinpa01,2017,1,MIL,NL,0,0,6,2,0,0,0,53,17,12,5,8,13,0.243,6.11,0,0,3,0,82,3,13,1,0,1 +espinpa01,2017,2,TEX,AL,0,0,6,0,0,0,0,19,6,4,2,2,7,0.240,5.68,0,0,0,0,27,4,4,0,0,0 +estevca01,2017,1,COL,NL,5,0,35,0,0,0,0,97,39,20,3,14,31,0.293,5.57,2,1,1,1,149,9,21,1,0,3 +estrama01,2017,1,TOR,AL,10,9,33,33,0,0,0,558,186,103,31,71,176,0.256,4.98,0,1,2,0,806,0,104,0,6,7 +familje01,2017,1,NYN,NL,2,2,26,0,0,0,6,74,21,12,1,15,25,0.231,4.38,3,1,1,0,111,15,14,2,2,2 +fariaja01,2017,1,TBA,AL,5,4,16,14,0,0,0,260,71,33,11,31,84,0.225,3.43,0,6,5,0,357,1,35,1,4,7 +farmebu01,2017,1,DET,AL,5,5,11,11,0,0,0,144,55,36,9,20,49,0.285,6.75,0,1,4,0,219,0,38,0,2,3 +farquda01,2017,1,TBA,AL,2,2,37,0,0,0,0,105,28,16,2,22,33,0.230,4.11,4,4,4,0,154,17,16,2,4,3 +farquda01,2017,2,CHA,AL,2,0,15,0,0,0,0,43,11,7,1,6,12,0.208,4.40,0,0,0,0,61,3,7,1,1,0 +farrelu01,2017,1,KCA,AL,0,0,1,1,0,0,0,8,7,5,1,3,2,0.467,16.88,0,0,0,0,18,0,5,0,0,0 +farrelu01,2017,2,CIN,NL,0,0,9,0,0,0,0,31,5,3,1,7,7,0.139,2.61,0,0,0,0,43,3,3,0,0,0 +feddeer01,2017,1,WAS,NL,0,1,3,3,0,0,0,46,25,16,5,8,15,0.385,9.39,2,0,1,0,76,0,16,2,0,4 +feldmsc01,2017,1,CIN,NL,7,7,21,21,1,1,0,334,116,59,21,35,93,0.274,4.77,2,3,6,0,472,0,62,6,1,13 +felizmi01,2017,1,HOU,AL,4,2,46,0,0,0,0,144,53,30,8,22,70,0.276,5.63,1,7,0,0,218,13,31,0,4,2 +felizne01,2017,1,MIL,NL,1,5,29,0,0,0,8,81,23,18,8,15,21,0.232,6.00,2,0,0,0,115,21,22,0,1,5 +felizne01,2017,2,KCA,AL,1,0,20,0,0,0,0,57,17,10,1,8,16,0.236,4.74,0,1,1,0,81,10,11,0,0,2 +ferreje01,2017,1,DET,AL,0,0,11,0,0,0,0,28,17,7,2,5,6,0.395,6.75,1,0,0,0,49,4,7,0,1,0 +fieldjo03,2017,1,LAN,NL,5,0,57,0,0,0,2,171,40,18,10,15,60,0.194,2.84,1,1,1,1,223,13,19,0,1,3 +fienca01,2017,1,SEA,AL,0,0,6,0,0,0,0,18,9,10,3,4,6,0.360,15.00,0,0,0,0,29,2,10,0,0,1 +fienca01,2017,2,PHI,NL,0,1,4,0,0,0,0,18,14,7,2,2,4,0.467,10.50,2,0,0,0,33,2,7,1,0,0 +fiersmi01,2017,1,HOU,AL,8,10,29,28,0,0,0,460,157,89,32,62,146,0.266,5.22,0,11,13,1,671,0,95,3,1,16 +finnebr01,2017,1,CIN,NL,1,1,4,4,0,0,0,39,9,6,1,13,16,0.196,4.15,0,1,0,0,59,0,6,0,0,1 +fistedo01,2017,1,BOS,AL,5,9,18,15,1,0,0,271,87,49,9,38,83,0.254,4.88,3,2,3,1,392,3,55,3,5,5 +flaheja01,2017,1,SLN,NL,0,2,6,5,0,0,0,64,23,15,4,10,20,0.284,6.33,1,0,1,0,94,0,15,0,2,3 +flexech01,2017,1,NYN,NL,3,6,14,9,0,0,0,144,62,42,11,35,36,0.321,7.88,0,1,2,0,233,1,44,1,2,6 +florody01,2017,1,CHN,NL,0,0,3,0,0,0,0,29,15,7,2,2,6,0.357,6.52,0,0,1,0,45,2,7,0,0,1 +flynnbr01,2017,1,KCA,AL,0,0,1,0,0,0,0,7,3,1,0,0,0,0.375,3.86,0,0,0,0,8,0,1,0,0,1 +foltymi01,2017,1,ATL,NL,10,13,29,28,0,0,0,462,169,82,20,59,143,0.277,4.79,2,4,10,0,692,0,86,11,2,8 +fontwi01,2017,1,LAN,NL,0,0,3,0,0,0,0,11,7,7,2,4,3,0.389,17.18,0,0,0,0,22,2,7,0,0,0 +frankse01,2017,1,CHN,NL,0,1,1,0,0,0,0,6,4,2,1,0,2,0.444,9.00,0,0,0,0,9,0,2,0,0,0 +freelky01,2017,1,COL,NL,11,11,33,28,0,0,0,468,169,71,17,63,107,0.284,4.10,4,1,8,2,688,0,78,14,7,17 +freemmi01,2017,1,SEA,AL,0,0,1,0,0,0,0,3,3,1,0,0,0,0.600,9.00,0,0,0,0,6,1,1,0,1,0 +freemsa01,2017,1,ATL,NL,2,0,58,0,0,0,0,180,48,17,3,27,59,0.216,2.55,2,2,3,0,254,5,19,1,1,6 +friedma01,2017,1,ATL,NL,1,1,9,4,0,0,0,78,30,11,3,12,22,0.286,3.81,1,0,4,0,121,4,15,0,0,4 +frierer01,2017,1,TEX,AL,0,1,6,0,0,0,0,21,6,4,0,6,5,0.250,5.14,2,0,0,0,31,2,4,1,0,1 +fryja01,2017,1,CHA,AL,0,0,11,0,0,0,0,20,12,8,1,5,3,0.387,10.80,1,3,0,0,36,3,8,0,0,1 +fulmeca01,2017,1,CHA,AL,3,1,7,5,0,0,0,70,16,10,4,13,19,0.188,3.86,0,0,2,2,101,0,10,1,0,1 +fulmemi01,2017,1,DET,AL,10,12,25,25,1,0,0,494,150,70,13,40,114,0.243,3.83,2,3,8,1,676,0,80,3,8,20 +gallayo01,2017,1,SEA,AL,5,10,28,22,0,0,1,392,138,83,24,60,94,0.271,5.72,3,7,2,0,578,4,84,4,3,12 +gallegi01,2017,1,NYA,AL,0,1,16,0,0,0,0,61,21,11,3,5,22,0.263,4.87,1,1,0,1,88,7,12,1,1,0 +gantjo01,2017,1,SLN,NL,0,1,7,2,0,0,0,52,17,9,4,10,11,0.266,4.67,1,0,1,0,76,1,9,0,1,5 +garcija01,2017,1,OAK,AL,4,5,63,0,0,0,16,177,58,28,8,22,57,0.259,4.27,1,3,6,0,259,33,29,1,6,3 +garcija02,2017,1,ATL,NL,4,7,18,18,0,0,0,339,108,54,12,41,85,0.252,4.30,4,5,1,3,474,0,58,2,1,13 +garcija02,2017,2,MIN,AL,1,0,1,1,0,0,0,20,8,3,0,3,7,0.308,4.05,0,0,0,0,29,0,3,0,0,2 +garcija02,2017,3,NYA,AL,0,3,8,8,0,0,0,112,41,20,6,20,37,0.279,4.82,1,3,0,0,170,0,25,0,3,3 +garcija04,2017,1,MIA,NL,1,2,68,0,0,0,0,160,47,28,6,17,42,0.235,4.73,0,5,4,0,225,14,29,2,2,2 +garcilu03,2017,1,PHI,NL,2,5,66,0,0,0,2,214,61,21,3,26,60,0.229,2.65,5,9,0,0,295,16,22,1,2,8 +garcion01,2017,1,KCA,AL,0,1,2,1,0,0,0,18,12,9,2,5,2,0.444,13.50,0,0,0,0,32,0,9,0,0,3 +gardeni01,2017,1,TEX,AL,0,0,12,0,0,0,0,24,10,5,1,7,3,0.303,5.63,0,1,0,0,40,1,8,0,0,2 +garream01,2017,1,CIN,NL,3,8,16,14,0,0,0,212,74,58,23,40,63,0.269,7.39,2,1,2,0,321,0,60,1,3,5 +gartory01,2017,1,TBA,AL,0,1,7,0,0,0,0,31,13,10,3,5,9,0.310,8.71,0,2,0,0,48,3,10,1,0,1 +gartory01,2017,2,SEA,AL,0,0,13,0,0,0,0,35,5,2,1,1,7,0.125,1.54,0,0,0,0,42,3,2,0,1,0 +garzama01,2017,1,MIL,NL,6,9,24,22,0,0,0,344,121,63,17,45,79,0.270,4.94,4,4,1,0,504,1,72,7,3,11 +gausmke01,2017,1,BAL,AL,11,12,34,34,0,0,0,560,208,97,29,71,179,0.283,4.68,0,8,5,1,816,0,99,1,3,21 +gavigsa01,2017,1,SEA,AL,3,5,12,11,0,0,0,187,63,32,15,21,40,0.270,4.62,1,1,2,2,259,1,37,1,2,10 +gavigsa01,2017,2,KCA,AL,1,0,4,2,0,0,0,36,13,4,1,5,9,0.271,3.00,0,0,1,0,54,0,4,0,0,1 +gearrco01,2017,1,SFN,NL,4,3,68,0,0,0,0,204,50,15,4,35,64,0.208,1.99,4,3,7,0,285,21,16,1,2,8 +geedi01,2017,1,TEX,AL,0,0,4,1,0,0,0,39,17,6,4,6,10,0.321,4.15,0,0,2,0,61,2,10,0,0,2 +geedi01,2017,2,MIN,AL,3,2,14,3,0,0,1,109,37,13,4,9,31,0.268,3.22,0,0,2,0,151,2,14,0,2,5 +gennesc01,2017,1,CIN,NL,0,0,1,0,0,0,0,3,2,2,1,1,0,0.400,18.00,0,0,1,0,7,1,2,0,0,0 +germado01,2017,1,NYA,AL,0,1,7,0,0,0,0,43,11,5,1,9,18,0.216,3.14,0,3,0,0,62,5,6,1,1,2 +gibsoky01,2017,1,MIN,AL,12,10,29,29,0,0,0,474,182,89,24,60,121,0.292,5.07,0,4,6,0,693,0,93,1,2,26 +gileske01,2017,1,HOU,AL,1,3,63,0,0,0,34,188,44,16,4,21,83,0.198,2.30,0,3,1,0,247,55,16,1,2,4 +gilmase01,2017,1,NYN,NL,0,0,2,0,0,0,0,10,8,5,2,1,4,0.500,13.50,0,1,0,0,19,1,5,1,1,0 +gimench01,2017,1,MIN,AL,0,0,6,0,0,0,0,15,7,4,1,0,0,0.318,7.20,0,0,0,0,22,6,4,0,0,0 +giolilu01,2017,1,CHA,AL,3,3,7,7,0,0,0,136,31,12,8,12,34,0.190,2.38,0,2,3,0,179,0,14,1,0,2 +givenmy01,2017,1,BAL,AL,8,1,69,0,0,0,0,236,57,24,10,25,88,0.200,2.75,1,2,5,0,315,8,24,0,0,7 +glasnty01,2017,1,PIT,NL,2,7,15,13,0,0,0,186,81,53,13,44,56,0.319,7.69,2,3,2,0,305,0,61,4,1,4 +gloveko01,2017,1,WAS,NL,0,1,23,0,0,0,8,58,20,11,1,4,17,0.267,5.12,0,1,0,0,80,12,11,0,1,0 +godleza01,2017,1,ARI,NL,8,9,26,25,0,0,0,465,124,58,15,53,165,0.221,3.37,2,13,5,0,627,1,61,6,2,22 +goedder01,2017,1,NYN,NL,0,1,33,0,0,0,0,87,28,17,8,11,33,0.257,5.28,0,2,0,0,122,14,17,1,1,1 +goforda01,2017,1,MIL,NL,0,0,1,0,0,0,0,3,0,0,0,1,0,0.000,0.00,0,0,0,0,4,1,0,0,0,0 +goharlu01,2017,1,ATL,NL,1,3,5,5,0,0,0,88,32,16,2,8,31,0.283,4.91,0,1,0,0,123,0,17,2,0,2 +goldbbr01,2017,1,CHA,AL,0,0,11,0,0,0,0,36,14,11,2,14,3,0.304,8.25,0,1,2,0,62,4,11,0,0,4 +gomezje01,2017,1,PHI,NL,3,2,18,0,0,0,2,67,31,18,7,7,21,0.348,7.25,2,1,2,0,100,12,19,2,0,4 +gomezro01,2017,1,SFN,NL,0,0,4,0,0,0,0,16,9,5,0,1,6,0.360,8.44,0,0,0,0,26,2,5,0,0,0 +gonzagi01,2017,1,WAS,NL,15,9,32,32,0,0,0,603,158,66,21,79,188,0.216,2.96,5,7,7,0,827,0,69,7,3,16 +gonzama02,2017,1,SLN,NL,0,0,1,1,0,0,0,10,6,5,3,0,2,0.375,13.50,0,0,0,0,16,0,5,0,0,0 +gonzama02,2017,2,SEA,AL,1,1,10,7,0,0,0,110,53,22,5,11,30,0.340,5.40,0,2,1,0,169,1,22,0,1,3 +gonzami03,2017,1,CHA,AL,7,10,22,22,0,0,0,401,145,64,16,47,85,0.273,4.31,2,1,4,0,588,0,72,2,4,10 +gonzami03,2017,2,TEX,AL,1,3,5,5,0,0,0,67,22,16,6,8,15,0.259,6.45,0,0,2,0,96,0,16,0,1,0 +goodyni01,2017,1,CLE,AL,1,2,56,0,0,0,0,164,39,17,7,20,72,0.198,2.80,2,4,3,0,221,14,20,1,0,6 +gosseda01,2017,1,OAK,AL,4,11,18,18,0,0,0,274,116,62,21,31,72,0.306,6.11,0,10,0,0,414,0,67,2,2,7 +gotttr01,2017,1,WAS,NL,1,0,4,0,0,0,0,9,11,10,1,3,3,0.550,30.00,1,1,0,0,23,1,10,0,0,0 +gracema02,2017,1,WAS,NL,1,0,40,1,0,0,2,150,50,24,3,18,31,0.266,4.32,4,2,3,0,215,11,25,3,3,3 +graveke01,2017,1,OAK,AL,6,4,19,19,0,0,0,316,114,49,12,32,70,0.280,4.19,1,5,4,0,444,0,50,0,1,15 +grayjo02,2017,1,COL,NL,10,4,20,20,0,0,0,331,113,45,10,30,112,0.266,3.67,0,3,2,1,461,0,47,2,2,9 +grayso01,2017,1,OAK,AL,6,5,16,16,0,0,0,291,84,37,8,30,94,0.229,3.43,0,7,1,0,400,0,48,0,2,9 +grayso01,2017,2,NYA,AL,4,7,11,11,1,0,0,196,55,27,11,27,59,0.222,3.72,1,4,2,0,278,0,31,1,0,3 +greench03,2017,1,NYA,AL,5,0,40,1,0,0,0,207,34,14,4,17,103,0.147,1.83,0,3,2,0,253,4,14,2,1,4 +greensh02,2017,1,DET,AL,4,3,71,0,0,0,9,203,50,20,6,34,73,0.205,2.66,4,1,4,0,283,26,21,0,1,9 +gregelu01,2017,1,HOU,AL,2,3,65,0,0,0,1,183,62,31,13,20,70,0.257,4.57,4,5,0,1,263,13,31,1,1,2 +greinza01,2017,1,ARI,NL,17,7,32,32,1,0,0,607,172,72,25,45,215,0.230,3.20,0,12,0,0,801,0,80,4,3,19 +griffaj01,2017,1,TEX,AL,6,6,18,15,1,1,0,232,76,51,20,28,61,0.253,5.94,0,2,6,0,338,2,52,0,4,4 +grillja01,2017,1,TOR,AL,2,4,26,0,0,0,1,62,24,16,9,9,23,0.279,6.97,0,1,0,0,95,10,17,0,0,1 +grillja01,2017,2,TEX,AL,0,1,20,0,0,0,0,58,22,12,3,9,25,0.278,5.59,0,1,1,0,89,9,13,0,0,0 +grimmju01,2017,1,CHN,NL,1,2,50,0,0,0,1,166,47,34,12,27,59,0.233,5.53,0,4,1,1,232,13,34,1,1,5 +gsellro01,2017,1,NYN,NL,8,7,25,22,1,0,0,359,138,69,17,42,82,0.280,5.19,3,4,8,0,549,1,85,4,2,10 +guduare01,2017,1,HOU,AL,0,0,22,0,0,0,0,48,24,14,1,12,16,0.338,7.88,0,3,0,0,83,3,14,0,0,1 +guerrde01,2017,1,LAA,AL,2,2,19,0,0,0,0,75,20,13,4,12,22,0.217,4.68,0,2,0,0,105,5,13,0,1,1 +guerrja01,2017,1,MIA,NL,1,1,16,0,0,0,0,63,23,7,2,7,12,0.288,3.00,1,0,0,0,88,5,8,1,0,5 +guerrju02,2017,1,MIL,NL,1,4,21,14,0,0,0,211,61,40,18,43,67,0.230,5.12,0,5,4,0,314,2,44,1,1,6 +gurkaja01,2017,1,LAA,AL,0,0,3,0,0,0,0,2,2,0,0,1,0,0.500,0.00,0,0,0,0,5,0,0,0,0,0 +gustaja01,2017,1,HOU,AL,0,0,6,0,0,0,0,15,5,3,0,7,2,0.278,5.40,0,0,0,0,25,2,4,0,0,2 +guthrje01,2017,1,WAS,NL,0,1,1,1,0,0,0,2,6,10,0,4,0,1.000,135.00,0,0,0,0,12,0,10,0,2,0 +haderjo01,2017,1,MIL,NL,2,3,35,0,0,0,0,143,25,11,4,22,68,0.156,2.08,1,0,4,0,188,2,11,1,1,4 +hahnje01,2017,1,OAK,AL,3,6,14,13,0,0,0,209,78,41,4,27,55,0.283,5.30,0,2,3,0,316,1,46,3,6,8 +haleyju01,2017,1,MIN,AL,0,0,10,0,0,0,1,54,22,12,3,6,14,0.301,6.00,0,0,1,0,81,5,12,0,1,3 +hamelco01,2017,1,TEX,AL,11,6,24,24,1,0,0,444,125,69,18,53,105,0.228,4.20,1,6,11,0,614,0,74,0,2,15 +hammeja01,2017,1,KCA,AL,8,13,32,32,0,0,0,541,209,106,26,48,145,0.284,5.29,2,7,9,1,804,0,109,0,10,5 +handbr01,2017,1,SDN,NL,3,4,72,0,0,0,21,238,54,19,9,20,104,0.191,2.16,1,4,7,0,311,32,20,1,1,6 +happja01,2017,1,TOR,AL,10,11,25,25,0,0,0,436,145,57,18,46,142,0.252,3.53,1,4,0,0,626,0,64,1,4,5 +hardybl01,2017,1,DET,AL,1,0,35,0,0,0,0,100,46,22,7,13,28,0.331,5.94,1,1,0,0,156,9,24,0,4,3 +harrelu01,2017,1,TOR,AL,0,0,4,0,0,0,0,19,10,5,1,4,6,0.345,7.11,0,1,0,0,33,1,5,0,0,0 +harriwi02,2017,1,HOU,AL,3,2,46,0,0,0,2,136,37,15,7,7,52,0.218,2.98,0,1,0,0,177,5,15,0,0,1 +hartdo01,2017,1,BAL,AL,2,0,51,0,0,0,0,131,48,18,5,13,29,0.279,3.71,0,1,4,1,190,12,19,0,1,7 +harvema01,2017,1,NYN,NL,5,7,19,18,0,0,0,278,110,69,21,47,67,0.295,6.70,3,6,6,1,431,0,70,3,2,5 +hatchch02,2017,1,LAN,NL,0,1,26,0,0,0,0,110,37,19,7,12,43,0.259,4.66,0,2,0,1,158,15,20,2,1,2 +hatchch02,2017,2,OAK,AL,1,1,23,0,0,0,1,69,21,9,3,9,20,0.236,3.52,2,0,0,0,99,2,9,0,1,0 +hauscmi01,2017,1,TEX,AL,0,0,4,0,0,0,0,24,14,10,5,2,7,0.389,11.25,0,1,1,0,39,2,10,0,0,2 +heanean01,2017,1,LAA,AL,1,2,5,5,0,0,0,65,27,17,12,9,27,0.300,7.06,0,2,0,0,101,0,17,2,0,0 +hellebe01,2017,1,NYA,AL,1,0,9,0,0,0,0,33,5,1,0,6,9,0.139,0.82,0,1,0,0,43,4,1,0,1,1 +hellije01,2017,1,PHI,NL,6,5,20,20,0,0,0,337,111,59,22,30,65,0.261,4.73,2,3,6,1,472,0,62,5,5,10 +hellije01,2017,2,BAL,AL,2,6,10,10,0,0,0,155,49,40,13,17,31,0.243,6.97,0,1,2,0,223,0,43,0,2,3 +hembrhe01,2017,1,BOS,AL,2,3,62,0,0,0,0,186,72,25,10,18,70,0.289,3.63,0,2,1,0,271,8,29,1,2,5 +hendrky01,2017,1,CHN,NL,7,5,24,24,0,0,0,419,126,47,17,40,123,0.242,3.03,1,0,2,0,570,0,49,6,1,11 +hendrli01,2017,1,OAK,AL,4,2,70,0,0,0,1,192,57,30,7,23,78,0.229,4.22,0,6,0,0,273,13,34,0,1,2 +hernaar01,2017,1,CIN,NL,0,0,19,0,0,0,0,73,14,14,6,22,29,0.165,5.18,1,2,0,0,108,5,14,0,1,0 +hernada01,2017,1,LAA,AL,1,0,38,0,0,0,1,109,29,9,0,8,37,0.223,2.23,0,3,1,0,140,10,10,1,0,5 +hernada01,2017,2,ARI,NL,2,1,26,0,0,0,1,56,19,10,4,1,15,0.268,4.82,0,2,0,0,74,5,10,0,2,1 +hernafe02,2017,1,SEA,AL,6,5,16,16,0,0,0,260,86,42,17,26,78,0.258,4.36,0,8,6,0,368,0,46,1,1,10 +herreke01,2017,1,KCA,AL,3,3,64,0,0,0,26,178,60,28,9,20,56,0.255,4.25,2,2,1,0,259,48,33,1,2,3 +herrero01,2017,1,NYA,AL,0,1,2,0,0,0,0,9,3,2,1,1,3,0.250,6.00,0,0,1,0,14,1,2,0,0,0 +hestoch01,2017,1,SEA,AL,0,1,2,1,0,0,0,15,14,11,3,5,3,0.483,19.80,0,0,0,0,34,0,12,0,0,0 +hestoch01,2017,2,MIN,AL,0,0,1,0,0,0,0,3,1,0,0,0,0,0.250,0.00,0,0,0,0,4,0,0,0,0,0 +hildetr01,2017,1,MIN,AL,3,3,37,0,0,0,1,126,38,15,4,6,44,0.241,3.21,2,1,4,0,170,8,15,1,1,6 +hillri01,2017,1,LAN,NL,12,8,25,25,1,0,0,407,99,50,18,49,166,0.203,3.32,1,2,9,1,552,0,51,4,2,8 +hoffmje02,2017,1,COL,NL,6,5,23,16,0,0,0,298,106,65,15,40,82,0.273,5.89,1,2,4,0,440,3,66,3,5,5 +holdejo02,2017,1,NYA,AL,1,1,37,0,0,0,0,118,45,17,5,8,40,0.283,3.89,1,2,3,0,171,12,17,1,0,3 +hollade01,2017,1,CHA,AL,7,14,29,26,0,0,0,405,156,93,31,75,104,0.290,6.20,2,7,8,0,626,0,106,1,3,18 +hollagr01,2017,1,COL,NL,3,6,61,0,0,0,41,172,40,23,7,26,70,0.193,3.61,1,7,1,0,235,58,24,0,1,5 +holmbda01,2017,1,CHA,AL,2,4,37,7,0,0,0,173,63,30,12,34,33,0.275,4.68,3,3,6,0,272,10,37,0,3,3 +hoovejj01,2017,1,ARI,NL,3,1,52,0,0,0,0,124,47,18,7,26,54,0.276,3.92,1,1,1,0,197,8,20,0,0,2 +housetj01,2017,1,TOR,AL,0,0,2,0,0,0,0,6,3,1,0,1,1,0.333,4.50,0,0,0,0,10,2,1,0,0,0 +howeljp01,2017,1,TOR,AL,1,1,16,0,0,0,0,33,13,9,2,7,6,0.289,7.36,0,1,0,0,52,6,9,0,0,1 +hoytja01,2017,1,HOU,AL,1,0,43,0,0,0,0,148,51,24,7,14,66,0.262,4.38,0,4,2,0,211,7,24,0,0,5 +huch02,2017,1,TBA,AL,1,1,6,0,0,0,0,30,5,3,2,4,9,0.143,2.70,0,0,0,0,40,1,4,0,1,0 +hudsoda01,2017,1,PIT,NL,2,7,71,0,0,0,0,185,57,30,7,33,66,0.248,4.38,1,4,5,0,271,18,34,1,2,7 +hugheja02,2017,1,MIL,NL,5,3,67,0,0,0,1,179,49,20,4,24,48,0.231,3.02,5,6,6,0,244,15,21,2,0,11 +hugheph01,2017,1,MIN,AL,4,3,14,9,0,0,0,161,72,35,12,13,38,0.316,5.87,2,0,1,0,244,3,38,1,1,1 +hunteto02,2017,1,TBA,AL,3,5,61,0,0,0,1,176,43,17,6,14,64,0.202,2.61,0,2,1,0,228,11,18,0,0,2 +hurshja01,2017,1,ATL,NL,1,0,9,0,0,0,0,32,13,6,1,4,7,0.317,5.06,1,1,1,0,47,4,6,0,1,3 +iglesra01,2017,1,CIN,NL,3,3,63,0,0,0,28,228,57,21,5,27,92,0.207,2.49,1,1,1,0,306,57,22,1,1,4 +infangr01,2017,1,CHA,AL,2,1,52,0,0,0,0,164,45,19,4,20,49,0.226,3.13,4,1,3,0,227,18,20,0,5,4 +iwakuhi01,2017,1,SEA,AL,0,2,6,6,0,0,0,93,27,15,7,12,16,0.237,4.35,0,1,2,0,128,0,16,0,0,5 +jacksed01,2017,1,BAL,AL,0,0,3,0,0,0,0,15,11,4,2,4,2,0.458,7.20,0,0,0,0,29,0,7,1,0,1 +jacksed01,2017,2,WAS,NL,5,6,13,13,0,0,0,213,75,40,18,25,58,0.269,5.07,2,3,0,0,310,0,46,3,3,2 +jackslu01,2017,1,ATL,NL,2,0,43,0,0,0,0,152,55,26,4,19,33,0.278,4.62,4,4,4,0,224,17,26,1,2,2 +jankojo01,2017,1,HOU,AL,1,0,3,0,0,0,0,13,7,6,3,2,5,0.350,12.46,0,0,0,0,22,2,6,0,0,0 +janseke01,2017,1,LAN,NL,5,0,65,0,0,0,41,205,44,10,5,7,109,0.177,1.32,0,2,2,1,258,57,11,0,0,3 +jayemy01,2017,1,DET,AL,1,2,5,2,0,0,0,38,18,17,2,10,4,0.321,12.08,0,2,3,0,71,0,18,0,2,0 +jayjo02,2017,1,CHN,NL,0,0,1,0,0,0,0,3,1,0,0,0,0,0.250,0.00,0,0,0,0,4,1,0,0,0,0 +jeffrje01,2017,1,TEX,AL,1,2,39,0,0,0,0,122,49,24,8,19,29,0.304,5.31,2,3,2,0,183,10,25,0,1,8 +jeffrje01,2017,2,MIL,NL,4,0,22,1,0,0,0,74,24,10,2,15,22,0.250,3.65,2,3,0,0,112,2,10,1,0,3 +jennida01,2017,1,CHA,AL,3,1,48,0,0,0,0,133,35,17,6,19,38,0.215,3.45,4,0,1,0,185,8,20,0,1,6 +jennida01,2017,2,TBA,AL,0,0,29,0,0,0,0,55,18,7,2,12,13,0.257,3.44,3,3,0,0,82,4,7,0,0,2 +jimenjo02,2017,1,DET,AL,0,2,24,0,0,0,0,57,31,26,4,9,17,0.356,12.32,0,0,2,0,99,6,28,0,1,0 +jimenub01,2017,1,BAL,AL,6,11,31,25,0,0,0,428,169,108,33,58,139,0.291,6.81,0,3,5,0,648,2,109,1,4,9 +johnsbr02,2017,1,BOS,AL,2,0,5,5,1,1,0,81,32,13,5,8,21,0.283,4.33,1,0,0,0,121,0,13,0,0,0 +johnsji04,2017,1,ATL,NL,6,3,61,0,0,0,22,170,59,35,8,25,61,0.260,5.56,3,3,1,0,256,38,39,0,3,3 +johnspi01,2017,1,CHN,NL,0,0,1,0,0,0,0,3,2,0,0,1,2,0.333,0.00,0,0,0,0,7,0,2,0,0,0 +jonesna01,2017,1,CHA,AL,1,0,11,0,0,0,0,35,9,3,1,6,15,0.220,2.31,1,1,1,0,49,1,3,1,0,2 +jorgefe01,2017,1,MIN,AL,1,0,2,2,0,0,0,23,14,9,4,2,4,0.412,10.57,0,0,0,0,36,0,9,0,0,3 +jungmta01,2017,1,MIL,NL,0,0,1,0,0,0,0,2,2,1,0,1,1,0.500,13.50,0,0,1,0,6,0,1,0,0,0 +junisja01,2017,1,KCA,AL,9,3,20,16,0,0,0,295,101,47,15,25,80,0.264,4.30,1,3,9,1,422,1,52,3,3,3 +kahnlto01,2017,1,CHA,AL,1,3,37,0,0,0,0,108,28,10,3,7,60,0.214,2.50,1,2,0,0,141,10,12,1,2,4 +kahnlto01,2017,2,NYA,AL,1,1,32,0,0,0,0,80,25,8,1,10,36,0.248,2.70,0,3,2,0,115,7,8,0,2,2 +karnsna01,2017,1,KCA,AL,2,2,9,8,0,0,0,136,41,21,9,13,51,0.237,4.17,1,2,2,0,188,0,21,0,0,2 +kelake01,2017,1,TEX,AL,4,1,39,0,0,0,2,116,18,12,4,17,51,0.135,2.79,1,1,1,1,151,13,12,0,0,0 +kellesh01,2017,1,WAS,NL,3,2,33,0,0,0,4,78,29,21,12,11,25,0.266,7.27,1,2,1,0,121,18,21,0,0,0 +kellyjo05,2017,1,BOS,AL,4,1,54,0,0,0,0,174,42,18,3,27,52,0.202,2.79,1,4,1,0,238,14,19,0,2,6 +kendrky01,2017,1,BOS,AL,0,2,2,2,0,0,0,25,18,12,1,3,3,0.429,12.96,0,0,0,0,45,0,12,0,0,1 +kenneia01,2017,1,KCA,AL,5,13,30,30,0,0,0,462,143,92,34,61,131,0.246,5.38,2,4,5,1,655,0,99,1,6,11 +kershcl01,2017,1,LAN,NL,18,4,27,27,1,0,0,525,136,45,23,30,202,0.212,2.31,0,4,0,2,679,0,49,4,3,15 +keuchda01,2017,1,HOU,AL,14,5,23,23,1,0,0,437,116,47,15,47,125,0.218,2.90,0,1,2,0,584,0,50,1,0,23 +kimbrcr01,2017,1,BOS,AL,5,0,67,0,0,0,35,207,33,11,6,14,126,0.140,1.43,0,5,4,0,254,51,11,1,0,1 +kintzbr01,2017,1,MIN,AL,2,2,45,0,0,0,28,136,41,14,3,11,27,0.246,2.78,1,1,2,0,182,41,15,0,2,6 +kintzbr01,2017,2,WAS,NL,2,1,27,0,0,0,1,78,25,10,2,5,12,0.253,3.46,1,0,1,0,106,4,10,1,0,3 +kittran01,2017,1,TBA,AL,0,1,15,0,0,0,0,46,13,3,2,6,14,0.220,1.76,1,1,0,0,66,2,4,1,0,1 +klubeco01,2017,1,CLE,AL,18,4,29,29,5,3,0,611,141,51,21,36,265,0.193,2.25,2,4,5,0,777,0,56,3,1,7 +knebeco01,2017,1,MIL,NL,1,4,76,0,0,0,39,228,48,15,6,40,126,0.180,1.78,5,2,2,0,309,48,15,0,0,4 +kochma01,2017,1,ARI,NL,0,0,1,0,0,0,0,0,2,3,0,1,0,1.000,,0,0,0,0,3,0,3,0,0,0 +koehlto01,2017,1,MIA,NL,1,5,12,12,0,0,0,167,67,49,15,29,44,0.302,7.92,3,1,5,0,259,0,50,3,0,6 +koehlto01,2017,2,TOR,AL,0,2,15,1,0,0,0,51,16,5,1,6,18,0.242,2.65,0,0,2,0,75,0,5,0,1,0 +kolarad01,2017,1,TBA,AL,1,0,12,0,0,0,0,25,9,6,2,4,4,0.290,6.48,2,1,4,0,40,5,6,1,0,1 +kontoge01,2017,1,SFN,NL,0,5,50,0,0,0,0,155,52,22,8,17,55,0.259,3.83,2,2,0,0,223,12,24,4,1,4 +kontoge01,2017,2,PIT,NL,1,1,15,0,0,0,1,44,9,3,1,3,15,0.176,1.84,0,0,0,0,55,4,3,1,0,1 +krolia01,2017,1,ATL,NL,2,2,51,0,0,0,0,147,50,29,8,21,44,0.266,5.33,0,2,4,0,214,15,34,0,1,5 +kuhlch01,2017,1,PIT,NL,8,11,31,31,0,0,0,472,159,76,17,72,142,0.269,4.35,7,8,6,1,680,0,81,6,4,20 +labouja01,2017,1,DET,AL,0,0,6,0,0,0,0,18,4,3,0,7,4,0.200,4.50,1,5,0,0,28,4,3,0,1,1 +lackejo01,2017,1,CHN,NL,12,12,31,30,0,0,0,512,165,87,36,53,149,0.252,4.59,3,11,12,2,731,0,93,3,9,14 +lametdi01,2017,1,SDN,NL,7,8,21,21,0,0,0,343,88,58,18,54,139,0.210,4.57,2,9,6,0,485,0,63,1,5,6 +latosma01,2017,1,TOR,AL,0,1,3,3,0,0,0,45,19,11,5,8,10,0.311,6.60,1,1,1,0,70,0,11,0,0,1 +lawde01,2017,1,SFN,NL,4,1,41,0,0,0,4,112,45,21,5,14,35,0.304,5.06,2,5,2,0,168,12,21,2,2,4 +lawreca01,2017,1,TOR,AL,0,3,4,2,0,0,0,40,21,13,2,11,7,0.356,8.78,3,0,0,0,72,2,14,1,1,0 +lawreca01,2017,2,SEA,AL,2,0,23,0,0,0,0,126,56,26,9,14,45,0.318,5.57,1,1,1,0,192,10,27,0,1,4 +layneto01,2017,1,NYA,AL,0,0,19,0,0,0,0,39,16,11,1,8,9,0.296,7.62,0,0,1,0,63,4,12,0,0,1 +leakemi01,2017,1,SLN,NL,7,12,26,26,0,0,0,462,169,72,19,35,103,0.282,4.21,3,2,7,0,654,0,83,6,6,15 +leakemi01,2017,2,SEA,AL,3,1,5,5,0,0,0,96,32,9,1,2,27,0.258,2.53,0,1,2,0,128,0,10,0,0,3 +leathja01,2017,1,CHN,NL,0,0,1,0,0,0,0,2,1,2,0,4,1,0.500,27.00,0,0,0,0,7,0,2,0,1,0 +leathja01,2017,2,PIT,NL,0,0,6,0,0,0,0,13,3,0,0,2,6,0.200,0.00,0,0,0,0,18,2,0,0,1,0 +leblawa01,2017,1,PIT,NL,5,2,50,0,0,0,1,204,64,34,10,17,54,0.243,4.50,1,2,1,0,283,18,35,1,1,4 +leclejo01,2017,1,TEX,AL,2,3,47,0,0,0,2,137,23,20,4,40,60,0.146,3.94,1,5,3,0,200,15,21,0,0,3 +leeza01,2017,1,SDN,NL,1,0,3,1,0,0,0,24,8,5,1,8,6,0.250,5.63,0,0,0,0,41,0,5,0,1,0 +leitema02,2017,1,PHI,NL,3,6,27,11,0,0,0,272,90,50,18,31,84,0.254,4.96,2,3,7,0,395,5,59,1,2,4 +leonar02,2017,1,DET,AL,0,0,6,0,0,0,0,20,7,9,0,6,2,0.292,12.15,1,0,0,0,31,3,9,0,1,1 +leonedo01,2017,1,TOR,AL,3,0,65,0,0,0,1,211,51,20,6,23,81,0.202,2.56,3,8,0,0,279,6,22,0,3,4 +lestejo01,2017,1,CHN,NL,13,8,32,32,1,0,0,542,179,87,26,60,180,0.259,4.33,3,3,4,0,763,0,101,4,4,13 +lewicar01,2017,1,DET,AL,0,1,4,1,0,0,0,31,19,7,1,4,6,0.396,6.10,0,0,0,0,52,1,8,0,0,2 +liberad01,2017,1,LAN,NL,0,0,4,0,0,0,0,10,3,1,0,2,5,0.231,2.70,0,0,0,0,15,1,1,0,0,0 +lindbjo01,2017,1,PIT,NL,0,0,4,0,0,0,0,31,18,9,0,3,10,0.375,7.84,0,0,0,0,51,1,9,0,0,0 +liriafr01,2017,1,TOR,AL,6,5,18,18,0,0,0,248,91,54,11,43,74,0.280,5.88,1,4,2,1,375,0,57,2,3,9 +liriafr01,2017,2,HOU,AL,0,2,20,0,0,0,0,43,14,7,0,10,11,0.269,4.40,1,1,2,0,64,3,9,0,0,4 +livelbe01,2017,1,PHI,NL,4,7,15,15,1,0,0,266,90,42,13,24,52,0.269,4.26,1,1,8,1,372,0,45,2,3,12 +lloydky01,2017,1,SDN,NL,0,0,1,1,0,0,0,12,6,4,1,2,2,0.333,9.00,0,0,0,0,20,0,4,0,0,0 +lockeje01,2017,1,MIA,NL,0,5,7,7,0,0,0,96,42,29,4,15,26,0.311,8.16,3,3,0,0,152,0,30,0,2,0 +loganbo02,2017,1,CLE,AL,1,0,38,0,0,0,0,63,20,11,2,9,28,0.250,4.71,0,0,1,0,91,4,13,1,0,3 +lopezjo02,2017,1,MIL,NL,0,0,1,0,0,0,0,6,4,1,0,1,0,0.444,4.50,0,0,0,0,10,1,1,0,0,1 +lopezre01,2017,1,CHA,AL,3,3,8,8,0,0,0,143,49,25,7,14,30,0.258,4.72,0,3,1,0,207,0,29,0,2,1 +lorenmi01,2017,1,CIN,NL,8,4,70,0,0,0,2,249,78,41,9,34,80,0.244,4.45,5,12,4,1,361,14,43,2,1,6 +loupaa01,2017,1,TOR,AL,2,3,70,0,0,0,0,173,59,24,4,29,64,0.262,3.75,5,3,6,0,265,8,27,5,0,7 +lucasjo02,2017,1,SLN,NL,0,0,5,0,0,0,0,22,7,3,2,4,7,0.259,3.68,0,1,1,0,32,2,3,0,0,2 +lugose01,2017,1,NYN,NL,7,5,19,18,0,0,0,304,114,53,13,25,85,0.284,4.71,1,2,2,1,436,1,57,2,5,7 +lylesjo01,2017,1,COL,NL,0,2,33,0,0,0,0,140,61,36,11,12,33,0.316,6.94,1,2,4,0,211,12,37,1,1,8 +lylesjo01,2017,2,SDN,NL,1,3,5,5,0,0,0,69,35,24,5,10,22,0.343,9.39,0,2,0,0,113,0,24,1,0,1 +lynnla01,2017,1,SLN,NL,11,8,33,33,0,0,0,559,151,71,27,78,153,0.223,3.43,5,2,10,0,776,0,80,9,3,20 +lyonsty01,2017,1,SLN,NL,4,1,50,0,0,0,3,162,39,17,3,20,68,0.206,2.83,2,1,7,0,220,12,17,1,3,6 +machaan02,2017,1,KCA,AL,0,0,2,0,0,0,0,11,10,9,2,3,1,0.476,22.09,0,0,0,0,24,1,9,0,0,0 +machije01,2017,1,SEA,AL,1,0,5,0,0,0,0,23,7,1,1,4,4,0.269,1.17,0,0,0,0,31,0,2,0,1,3 +maddoau01,2017,1,BOS,AL,0,0,13,0,0,0,0,52,13,1,1,2,14,0.200,0.52,0,0,0,0,67,5,1,0,0,0 +madsory01,2017,1,OAK,AL,2,4,40,0,0,0,1,118,25,9,2,6,39,0.188,2.06,2,0,2,0,144,8,9,2,1,6 +madsory01,2017,2,WAS,NL,3,0,20,0,0,0,1,59,13,3,0,3,28,0.186,1.37,0,0,2,0,75,2,3,0,0,1 +maedake01,2017,1,LAN,NL,13,6,29,25,0,0,1,403,121,63,22,34,140,0.238,4.22,1,4,5,0,557,1,68,6,4,7 +magnida01,2017,1,LAA,AL,0,0,1,0,0,0,0,1,0,0,0,2,1,0.000,0.00,0,0,0,0,3,0,0,0,0,0 +mahlety01,2017,1,CIN,NL,1,2,4,4,0,0,0,60,19,6,0,11,14,0.253,2.70,1,1,4,0,92,0,6,2,0,2 +manaese01,2017,1,OAK,AL,12,10,29,29,0,0,0,476,167,77,18,55,140,0.268,4.37,1,8,10,0,692,0,88,1,2,14 +manesse01,2017,1,KCA,AL,1,0,8,0,0,0,0,29,16,4,3,2,4,0.381,3.72,0,0,0,0,45,1,5,0,1,1 +mapledi01,2017,1,CHN,NL,0,0,6,0,0,0,0,16,6,6,0,6,11,0.286,10.13,0,1,0,0,27,1,6,0,0,0 +marinjh01,2017,1,MIL,NL,0,2,15,0,0,0,0,50,23,10,2,11,14,0.333,5.40,2,2,1,0,81,3,12,0,0,2 +marinjh01,2017,2,PIT,NL,0,1,24,0,0,0,0,102,34,12,4,12,26,0.266,3.18,1,4,4,0,148,12,12,3,1,3 +marinjh01,2017,3,TEX,AL,0,0,4,0,0,0,0,23,7,2,0,3,5,0.250,2.35,0,0,2,0,33,4,2,0,0,2 +marksju01,2017,1,TBA,AL,0,0,1,0,0,0,0,4,2,1,1,1,1,0.333,6.75,0,0,0,0,7,1,1,0,0,0 +marquge01,2017,1,COL,NL,11,7,29,29,0,0,0,486,174,79,25,49,147,0.274,4.39,3,6,8,0,701,0,82,5,4,11 +marshev01,2017,1,SEA,AL,0,0,6,0,0,0,0,23,12,8,1,5,4,0.364,9.39,1,0,0,0,38,2,8,0,0,2 +martefr01,2017,1,HOU,AL,5,2,32,4,0,0,0,163,51,35,7,31,69,0.245,5.80,3,8,8,0,249,7,40,0,2,4 +martica04,2017,1,SLN,NL,12,11,32,32,2,2,0,615,179,83,27,71,217,0.232,3.64,3,9,8,0,858,0,93,4,2,21 +martico01,2017,1,SEA,AL,0,0,1,0,0,0,0,6,5,3,0,2,0,0.455,13.50,0,0,0,0,13,1,4,0,0,1 +martiky01,2017,1,BOS,AL,0,0,2,0,0,0,0,7,2,1,1,2,1,0.222,3.86,0,0,0,0,11,0,1,0,0,0 +martile01,2017,2,CHN,NL,0,0,1,0,0,0,0,2,3,2,1,0,0,0.600,27.00,0,0,0,0,5,1,2,0,0,0 +martimi02,2017,1,CLE,AL,0,0,1,0,0,0,0,3,1,0,0,0,0,0.250,0.00,0,0,0,0,4,1,0,0,0,0 +martini01,2017,1,TEX,AL,3,8,23,18,0,0,0,334,124,70,26,28,67,0.279,5.66,0,3,2,0,478,2,74,2,1,8 +matonph01,2017,1,SDN,NL,3,2,46,0,0,0,1,129,41,20,10,14,46,0.248,4.19,0,0,1,0,180,12,23,0,0,3 +matzst01,2017,1,NYN,NL,2,7,13,13,0,0,0,200,83,45,12,19,48,0.305,6.08,2,1,3,0,298,0,46,3,1,9 +maurebr01,2017,1,SDN,NL,1,4,42,0,0,0,20,118,39,25,4,8,38,0.257,5.72,1,1,1,0,162,33,25,0,1,4 +maurebr01,2017,2,KCA,AL,2,2,26,0,0,0,2,60,34,18,4,11,21,0.366,8.10,1,0,0,0,105,10,18,0,1,0 +mayermi01,2017,1,SLN,NL,0,0,3,0,0,0,0,14,8,6,2,4,3,0.421,11.57,1,0,0,0,25,1,8,0,2,1 +mayzati01,2017,1,TOR,AL,1,0,19,0,0,0,0,51,24,13,3,4,27,0.320,6.88,0,0,0,0,79,7,15,0,0,1 +mazzoco01,2017,1,SDN,NL,0,0,6,0,0,0,0,24,17,12,5,4,4,0.415,13.50,0,0,1,0,46,3,16,0,0,1 +mcallza01,2017,1,CLE,AL,2,2,50,0,0,0,0,186,53,18,8,21,66,0.235,2.61,0,3,1,0,249,18,18,1,0,8 +mccarbr01,2017,1,LAN,NL,6,4,19,16,0,0,0,278,89,41,5,27,72,0.256,3.98,0,4,3,0,384,0,43,4,3,9 +mccarke01,2017,1,KCA,AL,1,0,33,0,0,0,0,135,50,16,4,13,27,0.276,3.20,0,1,0,0,196,14,23,1,1,5 +mcculla02,2017,1,HOU,AL,7,4,22,22,0,0,0,356,114,56,8,40,132,0.249,4.25,1,8,11,1,512,0,61,2,2,13 +mcfartj01,2017,1,ARI,NL,4,5,43,1,0,0,0,162,65,32,4,17,29,0.300,5.33,6,2,2,0,241,22,42,2,3,11 +mcgeeja01,2017,1,COL,NL,0,2,62,0,0,0,3,172,47,23,4,16,58,0.224,3.61,0,5,1,0,229,13,23,1,1,6 +mcgowdu01,2017,1,MIA,NL,8,2,63,0,0,0,0,233,77,41,13,27,64,0.262,4.75,5,5,2,0,330,13,42,4,3,8 +mcgowke01,2017,1,NYN,NL,0,0,8,0,0,0,0,26,8,5,2,6,8,0.235,5.19,0,0,0,0,40,1,5,0,0,0 +mcgraky01,2017,1,SDN,NL,0,0,17,0,0,0,0,57,14,6,2,6,16,0.209,2.84,1,1,0,0,75,8,6,0,2,0 +mcguide02,2017,1,CIN,NL,1,1,6,2,0,0,0,41,10,4,1,2,11,0.189,2.63,0,0,1,0,56,2,6,0,0,1 +mchugco01,2017,1,HOU,AL,5,2,12,12,0,0,0,190,62,25,7,20,62,0.253,3.55,0,4,5,0,271,0,27,0,0,7 +mejiaad01,2017,1,MIN,AL,4,7,21,21,0,0,0,294,110,49,13,44,85,0.281,4.50,4,2,5,2,443,0,52,0,3,9 +melanma01,2017,1,SFN,NL,1,2,32,0,0,0,11,90,37,15,3,6,29,0.301,4.50,0,2,1,0,130,18,16,0,0,3 +mellake01,2017,1,CIN,NL,0,0,2,0,0,0,0,12,5,3,1,2,1,0.294,6.75,1,0,0,0,19,1,3,0,0,0 +melviti01,2017,1,MIN,AL,0,1,1,1,0,0,0,10,4,5,1,3,4,0.286,13.50,0,0,1,0,18,0,5,0,0,0 +melviti01,2017,2,SDN,NL,0,0,2,0,0,0,0,7,3,2,0,3,3,0.333,7.71,0,0,0,0,12,1,3,0,0,1 +mendeyo01,2017,1,TEX,AL,0,1,7,0,0,0,0,37,13,7,3,3,7,0.271,5.11,0,0,1,0,52,0,9,0,0,2 +mengdda01,2017,1,OAK,AL,3,2,7,7,1,1,0,129,36,15,6,9,29,0.229,3.14,0,2,0,0,169,0,16,1,2,5 +merriry01,2017,1,CLE,AL,2,0,5,4,0,0,0,62,26,4,0,4,7,0.310,1.74,0,0,0,0,89,1,6,0,1,6 +meyeral01,2017,1,LAA,AL,4,5,13,13,0,0,0,202,48,28,6,42,75,0.197,3.74,0,5,4,1,292,0,30,1,1,5 +middlke01,2017,1,LAA,AL,6,1,64,0,0,0,3,175,60,25,11,18,63,0.265,3.86,2,2,0,0,246,17,25,0,2,3 +mileywa01,2017,1,BAL,AL,8,15,32,32,0,0,0,472,179,98,25,93,142,0.287,5.61,1,1,4,0,728,0,104,1,6,18 +millean01,2017,1,CLE,AL,4,3,57,0,0,0,2,188,31,10,3,21,95,0.144,1.44,0,1,5,0,244,6,11,2,1,1 +millesh01,2017,1,ARI,NL,2,2,4,4,0,0,0,66,20,10,1,12,20,0.230,4.09,1,1,0,1,99,0,10,0,0,2 +milneho01,2017,1,PHI,NL,0,0,37,0,0,0,0,94,30,7,2,16,22,0.259,2.01,3,0,4,0,139,5,7,2,1,2 +milonto01,2017,1,MIL,NL,1,0,6,3,0,0,1,63,29,15,6,2,16,0.319,6.43,0,0,0,0,93,1,15,0,0,1 +milonto01,2017,2,NYN,NL,0,3,11,5,0,0,0,82,36,26,9,12,22,0.316,8.56,3,0,0,0,128,1,28,2,0,1 +minayju01,2017,1,CHA,AL,3,2,40,0,0,0,9,131,38,22,7,20,51,0.239,4.53,0,2,4,1,184,20,22,0,1,4 +minormi01,2017,1,KCA,AL,6,6,65,0,0,0,6,233,57,22,5,22,88,0.204,2.55,3,5,1,0,307,13,23,3,1,7 +minteaj01,2017,1,ATL,NL,0,1,16,0,0,0,0,45,13,5,1,2,26,0.224,3.00,0,0,0,0,60,3,5,0,0,0 +miranar01,2017,1,SEA,AL,8,7,31,29,1,0,0,480,140,91,37,63,137,0.233,5.12,1,8,5,0,678,1,93,2,8,9 +mitchbr01,2017,1,NYA,AL,1,1,20,1,0,0,1,98,42,21,2,13,17,0.302,5.79,1,2,1,0,153,8,24,0,0,2 +mollsa01,2017,1,OAK,AL,0,0,11,0,0,0,0,20,13,8,2,3,7,0.406,10.80,0,0,0,0,35,1,8,0,0,1 +montafr01,2017,1,OAK,AL,1,1,23,0,0,0,0,96,39,25,10,20,36,0.302,7.03,0,1,3,0,152,5,25,0,0,4 +montemi01,2017,1,CHN,NL,0,0,1,0,0,0,0,3,0,0,0,2,0,0.000,0.00,0,1,0,0,5,1,0,0,0,0 +montera01,2017,1,NYN,NL,5,11,34,18,0,0,0,357,141,73,12,67,114,0.306,5.52,5,6,5,1,550,4,75,9,8,15 +montgjo01,2017,1,NYA,AL,9,7,29,29,0,0,0,466,140,67,21,51,144,0.236,3.88,0,7,1,1,649,0,72,2,3,13 +montgmi01,2017,1,CHN,NL,7,8,44,14,0,0,3,392,103,49,10,55,100,0.219,3.38,4,7,8,0,540,11,52,5,2,16 +moorean02,2017,1,SEA,AL,1,5,11,9,0,0,0,177,60,35,14,8,31,0.261,5.34,0,0,1,0,243,1,36,0,4,3 +moorema02,2017,1,SFN,NL,6,15,32,31,0,0,0,523,200,107,27,67,148,0.283,5.52,3,10,7,0,790,1,116,6,4,12 +morelmi01,2017,1,BOS,AL,0,0,1,0,0,0,0,3,2,0,0,0,1,0.400,0.00,0,0,0,0,5,1,0,0,0,0 +morendi01,2017,1,TBA,AL,0,1,5,0,0,0,0,17,6,3,1,2,6,0.261,4.76,0,0,1,0,26,3,4,0,0,1 +morgaad01,2017,1,PHI,NL,3,3,37,0,0,0,0,164,51,25,10,18,63,0.242,4.12,2,1,0,0,229,6,25,0,0,3 +morinmi01,2017,1,LAA,AL,0,0,10,0,0,0,0,43,21,11,3,2,10,0.350,6.91,1,0,1,0,65,3,11,1,1,2 +morinmi01,2017,2,KCA,AL,0,0,6,0,0,0,0,17,8,5,0,3,6,0.333,7.94,0,0,0,0,28,5,5,0,1,0 +moronre01,2017,1,SFN,NL,0,0,7,0,0,0,0,20,6,2,1,3,11,0.231,2.70,1,0,0,0,29,1,2,0,0,0 +morriak01,2017,1,ATL,NL,0,0,8,0,0,0,0,22,6,1,0,4,9,0.214,1.23,0,0,0,0,32,6,1,0,0,0 +morribr01,2017,1,SFN,NL,2,0,20,0,0,0,0,63,24,15,1,11,15,0.304,6.43,2,1,0,0,94,4,16,3,1,1 +morrobr01,2017,1,LAN,NL,6,0,45,0,0,0,2,131,31,10,0,9,50,0.194,2.06,1,2,1,0,170,10,10,0,0,3 +mortoch02,2017,1,HOU,AL,14,7,25,25,0,0,0,440,125,59,14,50,163,0.228,3.62,1,4,13,0,617,0,65,2,2,16 +motteja01,2017,1,ATL,NL,1,0,46,0,0,0,0,122,28,16,6,20,27,0.199,3.54,1,1,3,0,166,10,16,0,2,7 +moyaga01,2017,1,MIN,AL,0,0,7,0,0,0,1,19,5,3,2,2,5,0.208,4.26,0,0,0,1,26,5,3,0,0,0 +moylape01,2017,1,KCA,AL,0,0,79,0,0,0,0,178,40,23,4,25,46,0.189,3.49,3,1,5,0,243,7,26,0,1,5 +mujiced01,2017,1,DET,AL,0,0,5,0,0,0,0,19,11,7,4,0,7,0.393,9.95,0,0,0,0,30,1,7,0,2,0 +musgrjo01,2017,1,HOU,AL,7,8,38,15,0,0,2,328,117,58,18,28,98,0.277,4.77,1,4,4,0,462,5,59,5,2,11 +nealza01,2017,1,OAK,AL,0,0,6,0,0,0,0,44,19,13,5,1,10,0.302,7.98,0,1,0,0,65,4,13,0,1,1 +nelsoji02,2017,1,MIL,NL,12,6,29,29,1,0,0,526,171,68,16,48,199,0.257,3.49,1,6,9,1,728,0,75,4,2,21 +nerishe01,2017,1,PHI,NL,4,5,74,0,0,0,26,224,68,25,9,26,86,0.239,3.01,3,2,6,1,320,56,26,1,2,6 +neshepa01,2017,1,PHI,NL,3,2,43,0,0,0,1,121,28,5,2,5,45,0.199,1.12,0,0,0,0,148,5,5,1,1,3 +neshepa01,2017,2,COL,NL,2,1,28,0,0,0,0,66,20,6,1,1,24,0.235,2.45,0,0,0,0,87,2,8,0,1,1 +neverdo01,2017,1,PIT,NL,1,1,24,0,0,0,0,76,24,11,4,8,17,0.253,3.91,0,2,1,0,105,11,11,1,0,4 +newcose01,2017,1,ATL,NL,4,9,19,19,0,0,0,300,100,48,10,57,108,0.260,4.32,6,3,6,0,456,0,51,5,3,8 +nicasju01,2017,1,PIT,NL,2,5,65,0,0,0,2,180,49,19,4,18,60,0.222,2.85,2,1,2,0,243,8,20,1,0,5 +nicasju01,2017,2,PHI,NL,1,0,2,0,0,0,0,4,0,0,0,0,1,0.000,0.00,0,0,0,0,4,0,0,0,0,0 +nicasju01,2017,3,SLN,NL,2,0,9,0,0,0,4,33,9,2,1,2,11,0.214,1.64,0,0,0,0,44,7,2,0,0,0 +nichobr01,2017,1,TEX,AL,0,0,1,0,0,0,0,3,5,4,0,0,0,0.714,36.00,0,0,0,0,8,1,4,0,1,0 +nicolju01,2017,1,MIA,NL,2,3,20,8,0,0,0,144,66,27,8,20,26,0.324,5.06,5,0,1,0,229,6,33,3,1,6 +nolaaa01,2017,1,PHI,NL,12,11,27,27,0,0,0,504,154,66,18,49,184,0.241,3.54,2,1,2,0,693,0,67,2,0,14 +nolasri01,2017,1,LAA,AL,6,15,33,33,1,1,0,543,205,99,35,58,143,0.286,4.92,3,4,3,0,787,0,102,6,3,12 +norribu01,2017,1,LAA,AL,2,6,60,3,0,0,19,186,56,29,8,27,74,0.236,4.21,3,6,3,0,267,35,29,0,0,5 +norrida01,2017,1,DET,AL,5,8,22,18,0,0,0,305,120,60,12,44,86,0.295,5.31,3,1,3,0,460,1,64,2,3,8 +novaiv01,2017,1,PIT,NL,11,14,31,31,2,1,0,561,203,86,29,36,131,0.277,4.14,2,8,7,0,785,0,96,7,3,23 +nunovi01,2017,1,BAL,AL,0,1,12,0,0,0,0,44,23,17,7,10,13,0.343,10.43,2,0,0,0,77,5,17,0,0,0 +obergsc01,2017,1,COL,NL,0,1,66,0,0,0,0,175,70,32,4,24,55,0.297,4.94,2,3,2,0,265,12,35,1,2,7 +odayda01,2017,1,BAL,AL,2,3,64,0,0,0,2,181,41,23,8,24,76,0.193,3.43,2,0,3,1,240,16,24,0,1,5 +odorija01,2017,1,TBA,AL,10,8,28,28,0,0,0,430,117,66,30,61,127,0.220,4.14,1,1,2,0,604,0,80,2,7,6 +oflaher01,2017,1,ATL,NL,0,0,22,0,0,0,0,55,20,16,4,9,15,0.278,7.85,0,1,0,0,83,2,16,1,1,1 +ogradch01,2017,1,MIA,NL,2,1,13,6,0,0,0,99,33,16,4,18,30,0.268,4.36,1,0,1,1,145,1,16,2,1,3 +ohse01,2017,1,SLN,NL,1,6,62,0,0,0,20,178,68,27,10,15,54,0.285,4.10,9,1,3,0,264,38,31,3,4,1 +okertst01,2017,1,SFN,NL,1,1,44,0,0,0,0,81,24,17,3,11,22,0.242,5.67,2,0,3,0,118,3,18,3,2,1 +olsonty01,2017,1,CLE,AL,1,0,30,0,0,0,1,60,13,0,0,6,18,0.188,0.00,0,0,1,0,77,4,0,1,0,4 +osichjo01,2017,1,SFN,NL,3,2,54,0,0,0,0,130,48,30,7,27,43,0.279,6.23,1,5,1,0,201,12,32,1,0,4 +osunaro01,2017,1,TOR,AL,3,4,66,0,0,0,39,192,46,24,3,9,83,0.197,3.38,0,4,3,0,249,58,26,1,2,4 +oteroda01,2017,1,CLE,AL,3,0,52,0,0,0,0,180,63,19,6,9,38,0.273,2.85,4,0,0,0,242,14,23,1,1,12 +ottavad01,2017,1,COL,NL,2,3,63,0,0,0,0,160,48,30,8,39,63,0.244,5.06,2,8,4,0,243,11,30,0,3,5 +overtdi01,2017,1,SEA,AL,0,0,9,1,0,0,0,55,21,13,4,2,8,0.280,6.38,1,3,0,0,79,4,15,0,2,1 +overtdi01,2017,2,SDN,NL,0,1,1,1,0,0,0,14,9,4,2,2,3,0.429,7.71,1,0,1,0,24,0,4,0,0,1 +paganem01,2017,1,SEA,AL,2,3,34,0,0,0,0,151,39,18,7,8,56,0.212,3.22,0,1,1,0,196,9,20,1,2,2 +pareded01,2017,1,LAA,AL,0,1,18,0,0,0,1,67,21,11,2,6,17,0.259,4.43,1,0,3,0,92,6,11,1,1,2 +pareded02,2017,1,LAN,NL,1,0,10,0,0,0,0,25,8,3,1,0,11,0.258,3.24,0,0,0,0,31,1,3,0,0,2 +parkebl01,2017,1,LAA,AL,3,3,71,0,0,0,8,202,40,19,7,16,86,0.172,2.54,0,4,1,0,254,17,20,1,4,3 +paulida01,2017,1,HOU,AL,2,0,6,6,0,0,0,87,36,21,8,7,34,0.300,6.52,0,5,0,0,128,0,21,0,0,4 +paxtoja01,2017,1,SEA,AL,12,5,24,24,0,0,0,408,113,45,9,37,156,0.223,2.98,1,15,3,1,552,0,47,1,5,7 +pazosja01,2017,1,SEA,AL,4,5,59,0,0,0,0,161,51,23,7,24,65,0.248,3.86,0,4,5,1,240,7,30,1,4,3 +peacobr01,2017,1,HOU,AL,13,2,34,21,0,0,0,396,100,44,10,57,161,0.206,3.00,0,6,3,1,546,7,46,1,0,4 +pelfrmi01,2017,1,CHA,AL,3,12,34,21,0,0,0,360,127,79,25,62,79,0.270,5.93,4,1,10,0,546,4,87,0,3,16 +penafe01,2017,1,CHN,NL,1,0,25,0,0,0,0,103,35,20,8,18,37,0.259,5.24,1,3,2,0,155,15,21,0,0,2 +peralwa01,2017,1,CIN,NL,3,4,69,0,0,0,0,194,53,27,8,24,57,0.227,3.76,1,4,1,0,263,10,28,2,3,6 +peralwi01,2017,1,MIL,NL,5,4,19,8,0,0,0,172,73,50,10,32,52,0.315,7.85,2,5,1,0,269,4,51,1,3,4 +perdolu02,2017,1,SDN,NL,8,11,29,29,0,0,0,491,182,85,17,65,118,0.285,4.67,3,11,8,2,716,0,97,3,2,32 +perezhe01,2017,1,MIL,NL,0,0,1,0,0,0,0,3,1,0,0,1,0,0.250,0.00,0,0,0,0,5,1,0,0,0,0 +perezma02,2017,1,TEX,AL,13,12,32,32,0,0,0,555,221,99,23,63,115,0.301,4.82,3,4,6,0,811,0,108,4,3,32 +perezol01,2017,1,WAS,NL,0,0,50,0,0,0,1,99,32,17,4,12,39,0.254,4.64,2,1,4,1,143,8,17,0,1,2 +perkigl01,2017,1,MIN,AL,0,0,8,0,0,0,0,17,8,6,0,5,2,0.320,9.53,0,0,3,0,34,3,6,0,1,0 +peterdi01,2017,1,MIA,NL,1,2,6,6,0,0,0,94,32,18,3,19,27,0.271,5.17,1,3,2,0,139,0,18,0,0,5 +petityu01,2017,1,LAA,AL,5,2,60,1,0,0,4,274,69,28,9,18,101,0.207,2.76,4,0,1,0,354,10,32,1,1,3 +petrija01,2017,1,CHA,AL,1,1,27,0,0,0,0,77,39,20,6,6,26,0.342,7.01,0,3,1,0,122,7,21,0,1,3 +phelpda01,2017,1,MIA,NL,2,4,44,0,0,0,0,141,42,18,5,21,51,0.243,3.45,3,0,0,0,197,4,20,2,1,5 +phelpda01,2017,2,SEA,AL,2,1,10,0,0,0,0,26,9,3,0,5,11,0.265,3.12,0,0,1,0,41,1,3,0,1,0 +pillty01,2017,1,NYN,NL,0,3,7,3,0,0,0,66,22,13,3,10,16,0.268,5.32,2,0,2,0,99,1,16,3,2,2 +pinedmi01,2017,1,NYA,AL,8,4,17,17,0,0,0,289,103,47,20,21,92,0.269,4.39,0,5,2,1,410,0,55,0,4,6 +pintori01,2017,1,PHI,NL,1,2,25,0,0,0,0,89,39,26,7,17,25,0.317,7.89,1,1,1,1,147,6,28,3,2,2 +pivetni01,2017,1,PHI,NL,8,10,26,26,0,0,0,399,144,89,25,57,140,0.281,6.02,0,11,4,2,584,0,91,4,7,11 +plaweke01,2017,1,NYN,NL,0,0,2,0,0,0,0,9,5,4,3,0,0,0.357,12.00,0,0,0,0,14,2,4,0,0,1 +pomerdr01,2017,1,BOS,AL,17,6,32,32,0,0,0,521,166,64,19,69,174,0.252,3.32,0,6,4,0,740,0,69,2,6,23 +porceri01,2017,1,BOS,AL,11,17,33,33,2,0,0,610,236,105,38,48,181,0.286,4.65,1,5,6,0,885,0,125,1,6,18 +poundbr01,2017,1,LAA,AL,1,0,11,0,0,0,0,31,17,12,4,5,12,0.362,10.45,1,0,1,1,54,10,12,1,0,0 +povsema01,2017,1,SEA,AL,0,0,3,0,0,0,0,11,9,3,1,1,2,0.450,7.36,0,0,0,0,21,2,5,0,0,1 +pressry01,2017,1,MIN,AL,2,3,57,0,0,0,0,184,52,32,10,19,61,0.229,4.70,5,5,3,0,252,10,34,2,1,7 +priceda01,2017,1,BOS,AL,6,3,16,11,0,0,0,224,65,28,8,24,76,0.226,3.38,0,2,4,0,317,1,30,0,2,2 +pruitau01,2017,1,TBA,AL,7,5,30,8,0,0,1,249,103,49,11,22,66,0.300,5.31,2,4,5,0,371,7,55,1,0,6 +putnaza01,2017,1,CHA,AL,0,0,7,0,0,0,0,26,2,1,0,1,9,0.074,1.04,0,2,0,0,28,0,1,0,0,1 +quackke01,2017,1,SDN,NL,0,2,20,0,0,0,0,79,32,23,5,16,23,0.299,7.86,0,3,1,0,125,4,23,0,1,3 +quallch01,2017,1,COL,NL,1,1,19,0,0,0,0,50,17,10,3,5,11,0.258,5.40,0,0,0,0,72,9,11,1,0,1 +quintjo01,2017,1,CHA,AL,4,8,18,18,0,0,0,313,98,52,14,40,109,0.246,4.49,1,7,2,1,444,0,55,1,2,8 +quintjo01,2017,2,CHN,NL,7,3,14,14,1,1,0,253,72,35,9,21,98,0.228,3.74,3,1,8,0,346,0,37,0,1,6 +ramirca01,2017,1,TOR,AL,0,0,12,0,0,0,0,50,6,5,3,3,14,0.111,2.70,0,0,1,0,58,1,5,0,0,2 +ramirer02,2017,1,TBA,AL,4,3,26,8,0,0,1,208,66,37,10,16,55,0.252,4.80,1,1,1,0,282,4,39,1,2,9 +ramirer02,2017,2,SEA,AL,1,3,11,11,0,0,0,186,57,27,12,15,54,0.243,3.92,1,0,1,0,257,0,31,1,5,3 +ramirjc01,2017,1,LAA,AL,11,10,27,24,0,0,0,442,149,68,21,49,105,0.267,4.15,1,5,6,1,620,1,72,3,4,19 +ramirjo02,2017,1,ATL,NL,2,3,68,0,0,0,0,186,45,22,9,29,56,0.204,3.19,1,1,5,0,258,7,26,1,2,6 +ramirne01,2017,1,SFN,NL,0,0,9,0,0,0,0,31,15,10,2,4,18,0.319,8.71,0,2,1,0,53,2,15,0,1,0 +ramirne01,2017,2,NYN,NL,0,1,20,0,0,0,0,63,20,15,4,17,26,0.247,6.43,0,1,0,0,100,7,15,0,2,0 +ramirno01,2017,1,BOS,AL,0,0,2,0,0,0,0,14,3,2,2,1,4,0.176,3.86,0,0,0,0,18,1,2,0,0,0 +ramirno01,2017,2,LAA,AL,0,0,10,0,0,0,0,25,3,2,0,4,10,0.111,2.16,0,0,0,0,31,0,3,0,0,1 +ramosaj01,2017,1,MIA,NL,2,4,40,0,0,0,20,119,30,16,4,22,47,0.205,3.63,1,4,2,0,171,38,17,1,0,3 +ramosaj01,2017,2,NYN,NL,0,0,21,0,0,0,7,57,19,10,3,12,25,0.257,4.74,0,3,0,0,87,17,10,0,1,0 +ramosed02,2017,1,PHI,NL,2,7,59,0,0,0,0,173,57,27,4,28,75,0.253,4.21,3,5,0,1,256,18,29,2,1,3 +ravinjo01,2017,1,LAN,NL,0,1,14,0,0,0,1,50,12,12,4,9,19,0.197,6.48,1,0,1,0,71,3,12,0,0,1 +rayro02,2017,1,ARI,NL,15,5,28,28,1,1,0,486,116,52,23,71,218,0.199,2.89,3,8,5,0,665,0,57,4,3,8 +reedad01,2017,1,NYN,NL,1,2,48,0,0,0,19,147,49,14,6,6,48,0.255,2.57,1,1,0,0,200,31,14,0,2,1 +reedad01,2017,2,BOS,AL,1,1,29,0,0,0,0,81,16,10,5,9,28,0.168,3.33,2,1,1,0,106,1,10,1,0,0 +reedco01,2017,1,CIN,NL,1,1,12,1,0,0,1,53,11,10,3,19,17,0.183,5.09,3,2,0,0,79,3,11,0,0,3 +reiniza01,2017,1,DET,AL,0,0,10,0,0,0,0,29,16,8,3,3,5,0.372,7.45,0,2,0,0,47,3,8,0,1,1 +rhameja01,2017,1,NYN,NL,1,1,9,0,0,0,0,27,12,9,2,7,7,0.333,9.00,0,0,0,0,45,2,9,1,1,1 +richacl01,2017,1,SDN,NL,8,15,32,32,2,1,0,592,240,105,24,59,151,0.308,4.79,6,7,8,1,858,0,114,6,5,32 +richaga01,2017,1,LAA,AL,0,2,6,6,0,0,0,83,18,7,1,7,27,0.180,2.28,0,2,0,0,108,0,8,1,0,1 +riosya01,2017,1,PHI,NL,1,0,13,0,0,0,0,49,15,8,4,9,17,0.238,4.41,1,0,0,0,73,7,8,1,0,0 +riverfe01,2017,1,PIT,NL,5,3,73,0,0,0,21,226,47,14,4,20,88,0.171,1.67,0,2,4,1,300,40,19,0,1,2 +roarkta01,2017,1,WAS,NL,13,11,32,30,0,0,0,544,178,94,23,64,166,0.254,4.67,5,3,6,1,776,0,105,3,2,16 +roberda08,2017,1,CHA,AL,4,2,31,0,0,0,13,100,21,10,4,11,47,0.176,2.70,3,3,2,0,132,28,10,0,0,2 +roberda08,2017,2,NYA,AL,5,0,30,0,0,0,1,105,14,4,2,12,51,0.119,1.03,2,4,1,0,132,6,4,0,1,2 +robleha01,2017,1,NYN,NL,7,5,46,0,0,0,0,170,47,31,10,29,60,0.226,4.92,2,2,5,0,247,9,31,3,2,3 +rodnefe01,2017,1,ARI,NL,5,4,61,0,0,0,39,166,40,26,3,26,65,0.200,4.23,3,7,2,0,231,53,29,2,1,3 +rodonca01,2017,1,CHA,AL,2,5,12,12,0,0,0,208,64,32,12,31,76,0.246,4.15,0,4,3,0,297,0,35,1,2,7 +rodried05,2017,1,BOS,AL,6,7,25,24,0,0,0,412,126,64,19,50,150,0.241,4.19,1,1,5,1,582,1,66,1,3,6 +rodrifr03,2017,1,DET,AL,2,5,28,0,0,0,7,76,31,22,9,11,23,0.292,7.82,1,2,1,0,118,20,23,0,0,0 +rodrijo04,2017,1,PHI,NL,1,2,26,0,0,0,0,81,37,19,4,15,18,0.325,6.33,3,0,4,1,134,4,26,1,0,6 +rodriri04,2017,1,TEX,AL,0,1,16,0,0,0,1,39,17,9,3,4,11,0.315,6.23,0,0,1,0,60,4,9,0,1,0 +rodriri05,2017,1,BAL,AL,0,0,5,0,0,0,0,17,12,9,4,3,3,0.444,14.29,1,0,1,0,31,1,9,0,0,2 +roech01,2017,1,ATL,NL,0,0,3,0,0,0,0,6,3,2,0,2,1,0.300,9.00,0,0,1,0,13,0,4,0,0,0 +roech01,2017,2,TBA,AL,0,0,9,0,0,0,0,26,4,1,1,3,12,0.143,1.04,0,1,0,0,31,3,1,0,0,1 +rogerta01,2017,1,MIN,AL,7,3,69,0,0,0,0,167,52,19,6,21,49,0.246,3.07,5,1,3,0,237,7,20,2,0,4 +romansa01,2017,1,CIN,NL,5,8,16,16,0,0,0,261,91,43,9,37,73,0.275,4.45,2,5,4,0,384,0,49,6,6,5 +romeren01,2017,1,WAS,NL,2,4,53,0,0,0,2,167,55,22,7,23,65,0.253,3.56,2,2,3,2,245,12,26,0,2,6 +rominan01,2017,1,DET,AL,0,0,2,0,0,0,0,3,1,0,0,1,0,0.333,0.00,0,0,1,0,6,1,0,0,1,0 +romose01,2017,1,LAN,NL,1,1,30,0,0,0,0,75,23,17,7,12,31,0.240,6.12,1,0,0,1,108,8,17,0,0,1 +romose01,2017,2,TBA,AL,2,0,25,0,0,0,0,92,19,5,2,7,28,0.178,1.47,1,2,1,0,116,4,6,0,1,2 +rondobr01,2017,1,DET,AL,1,3,21,0,0,0,1,47,21,19,1,10,22,0.328,10.91,2,1,1,1,76,3,19,0,1,0 +rondohe01,2017,1,CHN,NL,4,1,61,0,0,0,0,172,50,27,10,20,69,0.233,4.24,0,3,1,0,237,14,30,1,0,6 +rosarra01,2017,1,MIN,AL,0,0,2,0,0,0,0,7,7,8,1,0,2,0.500,30.86,0,0,1,0,15,1,8,0,0,0 +rosentr01,2017,1,SLN,NL,3,4,50,0,0,0,11,143,37,18,3,20,76,0.210,3.40,0,2,2,0,202,16,20,1,3,1 +rosscza01,2017,1,CHN,NL,0,0,1,0,0,0,0,2,0,0,0,0,0,0.000,0.00,0,0,0,0,2,0,0,0,0,0 +rosscza01,2017,2,COL,NL,0,0,9,0,0,0,0,21,9,4,2,0,10,0.310,5.14,0,0,0,0,30,2,4,0,0,1 +rossjo01,2017,1,WAS,NL,5,3,13,13,0,0,0,221,88,41,16,20,68,0.297,5.01,2,2,1,0,323,0,44,5,0,7 +rossro01,2017,1,BOS,AL,0,0,8,0,0,0,0,27,12,7,0,5,9,0.324,7.00,1,2,3,0,45,1,7,0,0,2 +rossty01,2017,1,TEX,AL,3,3,12,10,0,0,0,147,53,42,7,37,36,0.275,7.71,0,4,6,0,238,0,46,0,1,6 +rowlech01,2017,1,TOR,AL,1,2,6,3,0,0,0,56,24,14,4,10,11,0.304,6.75,0,1,0,1,89,2,14,0,0,1 +rucindr01,2017,1,MIN,AL,0,0,2,0,0,0,0,13,10,5,2,2,5,0.476,10.38,0,0,0,0,23,1,5,0,0,1 +ruizca01,2017,1,SEA,AL,0,0,1,0,0,0,0,3,2,1,1,2,1,0.400,9.00,0,0,0,0,7,1,1,0,0,0 +ruizjo01,2017,1,SDN,NL,0,0,1,0,0,0,0,3,0,0,0,1,1,0.000,0.00,0,0,0,0,4,1,0,0,0,0 +runzlda01,2017,1,PIT,NL,0,0,8,0,0,0,0,12,7,2,2,2,4,0.389,4.50,0,0,0,0,20,0,4,0,0,0 +rusinch01,2017,1,COL,NL,5,1,60,0,0,0,2,255,75,25,9,19,71,0.240,2.65,1,4,3,0,340,7,31,2,3,10 +ryanky01,2017,1,DET,AL,0,0,8,0,0,0,0,17,9,5,0,7,1,0.429,7.94,1,0,0,0,29,0,5,0,1,4 +ryuhy01,2017,1,LAN,NL,5,9,25,24,0,0,1,380,128,53,22,45,116,0.263,3.77,3,4,4,1,541,1,58,4,1,11 +rzepcma01,2017,1,SEA,AL,2,2,64,0,0,0,1,94,29,14,2,20,25,0.252,4.02,5,3,1,0,137,6,16,0,0,6 +sabatcc01,2017,1,NYA,AL,14,5,27,27,0,0,0,446,139,61,21,50,120,0.246,3.69,1,5,5,0,623,0,64,2,0,10 +salasfe01,2017,1,NYN,NL,1,2,48,0,0,0,0,135,60,30,7,20,47,0.321,6.00,6,4,0,0,214,7,35,4,3,3 +salasfe01,2017,2,LAA,AL,1,0,13,0,0,0,0,41,7,4,0,2,9,0.167,2.63,0,0,0,0,49,4,4,1,4,1 +salazda01,2017,1,CLE,AL,5,6,23,19,0,0,0,309,94,49,14,44,145,0.242,4.28,0,6,3,0,439,3,51,1,3,10 +salech01,2017,1,BOS,AL,17,8,32,32,1,0,0,643,165,69,24,43,308,0.208,2.90,0,3,8,0,851,0,73,2,4,11 +samarje01,2017,1,SFN,NL,9,15,32,32,1,1,0,623,204,102,30,32,205,0.255,4.42,1,2,6,0,847,0,107,4,4,11 +sanchaa01,2017,1,TOR,AL,1,3,8,8,0,0,0,108,42,17,6,20,24,0.288,4.25,0,1,1,0,167,0,24,0,0,5 +sanchan01,2017,1,DET,AL,3,7,28,17,0,0,0,316,139,75,26,29,104,0.313,6.41,1,5,4,1,482,6,81,2,3,3 +sanchan03,2017,1,PIT,NL,1,0,8,0,0,0,0,37,16,12,5,1,10,0.308,8.76,0,2,0,0,54,2,12,0,1,0 +santaed01,2017,1,PIT,NL,0,0,19,0,0,0,0,54,16,7,2,12,20,0.239,3.50,1,0,1,0,81,2,8,1,0,2 +santaer01,2017,1,MIN,AL,16,8,33,33,5,3,0,634,177,77,31,61,167,0.225,3.28,2,12,8,1,864,0,85,4,4,8 +santihe01,2017,1,MIN,AL,4,8,15,14,0,0,0,211,70,44,15,31,51,0.255,5.63,0,0,5,1,311,1,44,0,1,3 +santolu01,2017,1,TOR,AL,0,1,10,0,0,0,1,50,15,5,4,4,16,0.234,2.70,0,1,0,0,68,4,5,0,0,1 +sardilu01,2017,1,SDN,NL,0,0,1,0,0,0,0,3,1,0,0,0,0,0.250,0.00,0,0,0,0,4,1,0,0,0,0 +saupowa01,2017,1,DET,AL,3,2,45,0,0,0,0,188,64,34,9,31,44,0.267,4.88,5,4,6,0,280,10,36,1,2,5 +scahiro01,2017,1,MIL,NL,1,3,18,0,0,0,0,67,21,11,3,10,10,0.256,4.43,4,2,3,0,97,6,14,0,2,6 +schepta01,2017,1,TEX,AL,0,1,5,0,0,0,0,12,5,3,0,3,5,0.294,6.75,0,0,1,0,21,1,3,0,0,0 +scherma01,2017,1,WAS,NL,16,6,31,31,2,0,0,602,126,56,22,55,268,0.178,2.51,2,4,11,0,780,0,62,4,1,13 +schugaj01,2017,1,PIT,NL,4,0,32,0,0,0,0,96,31,7,3,14,27,0.258,1.97,2,2,0,0,136,4,8,1,1,2 +scottro02,2017,1,BOS,AL,2,1,57,0,0,0,0,107,22,15,7,13,31,0.179,3.79,1,3,3,0,141,12,16,0,2,2 +scottta01,2017,1,BAL,AL,0,0,2,0,0,0,0,5,2,2,0,2,2,0.286,10.80,0,0,0,0,9,1,2,0,0,0 +scribev01,2017,1,SEA,AL,0,2,8,0,0,0,0,22,13,9,3,0,6,0.394,11.05,0,0,0,0,34,4,9,1,0,1 +scribtr01,2017,1,LAA,AL,2,1,10,4,0,0,0,71,17,11,7,10,18,0.195,4.18,0,0,2,0,99,3,14,0,0,1 +senzaan01,2017,1,COL,NL,10,5,36,20,0,0,0,404,128,70,18,47,102,0.254,4.68,1,1,4,2,564,3,72,4,5,17 +severlu01,2017,1,NYA,AL,14,6,31,31,0,0,0,580,150,64,21,51,230,0.208,2.98,0,6,6,0,783,0,73,3,2,11 +sewalpa01,2017,1,NYN,NL,0,6,57,0,0,0,0,196,58,33,8,21,69,0.237,4.55,2,3,3,1,275,12,36,3,3,5 +shackke01,2017,1,CIN,NL,0,0,26,0,0,0,0,92,30,16,6,13,38,0.254,4.70,0,1,3,0,135,7,16,0,1,3 +shawbr01,2017,1,CLE,AL,4,6,79,0,0,0,3,230,71,30,5,22,73,0.247,3.52,3,3,0,0,312,16,36,1,1,18 +sherfji01,2017,1,ARI,NL,2,0,11,0,0,0,1,32,5,0,0,2,9,0.143,0.00,0,0,0,0,37,2,0,0,0,1 +sherrry01,2017,1,SLN,NL,2,1,13,0,0,0,0,43,13,5,2,4,15,0.236,3.14,0,0,1,0,60,2,5,0,0,1 +shielja02,2017,1,CHA,AL,5,7,21,21,0,0,0,351,116,68,27,53,103,0.253,5.23,3,5,3,0,516,0,72,1,0,6 +shiplbr01,2017,1,ARI,NL,0,1,10,3,0,0,0,75,31,16,5,15,18,0.301,5.76,1,1,1,0,122,2,18,0,2,3 +shoemma01,2017,1,LAA,AL,6,3,14,14,0,0,0,233,73,39,15,28,69,0.251,4.52,0,2,4,1,326,0,41,1,1,7 +shrevch01,2017,1,NYA,AL,4,1,44,0,0,0,0,136,35,19,8,25,58,0.205,3.77,3,4,0,0,198,15,20,0,2,0 +siegrke01,2017,1,SLN,NL,1,1,39,0,0,0,1,103,35,19,4,20,36,0.271,4.98,2,2,1,0,151,7,19,0,1,5 +siegrke01,2017,2,PHI,NL,0,0,7,0,0,0,0,15,4,2,1,2,7,0.211,3.60,0,1,0,0,21,0,2,0,0,0 +simmosh01,2017,1,SEA,AL,0,2,9,0,0,0,0,23,4,6,1,4,8,0.167,7.04,0,1,0,0,30,3,6,0,2,3 +simslu01,2017,1,ATL,NL,3,6,14,10,0,0,0,173,64,36,9,23,44,0.288,5.62,2,0,4,0,255,1,37,5,1,3 +sippto01,2017,1,HOU,AL,0,1,46,0,0,0,0,112,36,24,8,16,39,0.247,5.79,2,1,1,0,165,12,25,1,1,1 +skaggty01,2017,1,LAA,AL,2,6,16,16,0,0,0,255,90,43,13,28,76,0.274,4.55,0,5,6,2,365,0,46,0,2,11 +skogler01,2017,1,KCA,AL,1,2,7,5,0,0,0,54,30,19,2,12,14,0.375,9.50,0,0,0,0,93,1,20,0,1,1 +slanida01,2017,1,SFN,NL,0,0,1,0,0,0,0,3,0,0,0,0,0,0.000,0.00,0,0,0,0,3,1,0,0,0,0 +slegeaa01,2017,1,MIN,AL,0,1,4,3,0,0,0,46,12,11,3,6,9,0.211,6.46,0,0,0,0,63,0,12,0,0,1 +smithca02,2017,1,BOS,AL,0,0,8,0,0,0,1,20,7,1,0,2,7,0.280,1.35,0,0,0,0,27,1,1,0,0,2 +smithca03,2017,1,NYA,AL,0,1,9,2,0,0,0,56,21,16,4,10,18,0.280,7.71,1,1,0,0,86,6,16,0,1,0 +smithch07,2017,1,OAK,AL,0,4,14,9,0,0,0,167,60,42,16,22,31,0.268,6.79,1,3,1,0,250,3,45,0,3,3 +smithch09,2017,1,TOR,AL,0,0,4,0,0,0,0,15,7,3,1,1,1,0.318,5.40,0,0,0,0,23,3,3,0,0,0 +smithjo05,2017,1,TOR,AL,3,0,38,0,0,0,0,107,30,13,3,10,51,0.229,3.28,1,0,1,0,144,1,13,1,1,2 +smithjo05,2017,2,CLE,AL,0,0,21,0,0,0,1,55,16,7,1,0,20,0.229,3.44,0,0,0,0,70,2,7,0,0,0 +smithjo07,2017,1,OAK,AL,2,1,26,0,0,0,0,105,35,19,3,15,25,0.259,4.89,1,1,0,0,151,15,20,0,1,2 +smokejo01,2017,1,NYN,NL,1,2,54,0,0,0,0,169,64,32,10,32,68,0.282,5.11,7,2,3,0,267,7,34,2,3,1 +snellbl01,2017,1,TBA,AL,5,7,24,24,0,0,0,388,113,58,15,59,119,0.234,4.04,1,8,0,0,547,0,65,4,1,15 +socolmi01,2017,1,SLN,NL,0,1,15,0,0,0,1,56,27,18,4,4,14,0.338,8.68,0,0,2,0,87,7,20,0,1,3 +solissa01,2017,1,WAS,NL,1,0,30,0,0,0,1,78,22,17,4,13,28,0.222,5.88,0,3,0,0,112,7,17,0,0,2 +soriajo01,2017,1,KCA,AL,4,3,59,0,0,0,1,168,49,23,1,20,64,0.233,3.70,2,4,1,0,232,10,24,0,1,7 +sparkgl01,2017,1,TOR,AL,0,0,2,0,0,0,0,3,9,7,0,1,1,0.818,63.00,0,0,0,0,12,1,7,0,0,1 +stammcr01,2017,1,SDN,NL,2,3,60,0,0,0,0,241,68,28,12,28,74,0.229,3.14,3,2,2,0,329,9,29,2,0,12 +stanery01,2017,1,TBA,AL,0,0,21,0,0,0,0,60,26,13,6,12,29,0.317,5.85,2,4,0,0,95,4,13,0,1,1 +steckdr01,2017,1,MIA,NL,1,1,37,0,0,0,1,104,30,9,4,18,54,0.227,2.34,1,1,0,0,151,7,13,0,1,1 +stephja01,2017,1,CIN,NL,2,1,7,4,0,0,0,75,19,13,6,9,21,0.209,4.68,0,1,1,0,101,1,13,0,0,0 +stephro01,2017,1,CIN,NL,5,6,25,11,0,0,1,254,81,44,12,53,86,0.256,4.68,3,5,2,2,383,6,52,5,6,7 +stewabr01,2017,1,LAN,NL,0,0,17,4,0,0,1,103,28,13,4,19,29,0.226,3.41,2,0,1,0,147,8,18,2,1,5 +storedr01,2017,1,CIN,NL,4,2,58,0,0,0,1,164,57,27,7,23,48,0.271,4.45,5,1,10,0,246,9,32,0,3,6 +strahma01,2017,1,KCA,AL,2,5,24,3,0,0,0,104,30,21,6,22,37,0.236,5.45,2,3,3,0,154,3,22,2,0,4 +straida01,2017,1,MIA,NL,10,9,33,33,0,0,0,545,176,86,31,60,170,0.256,4.26,4,2,5,0,769,0,90,10,7,9 +strasst01,2017,1,WAS,NL,15,4,28,28,1,1,0,526,131,49,13,47,204,0.204,2.52,5,3,7,0,701,0,55,2,4,14 +stratch01,2017,1,SFN,NL,4,4,13,10,0,0,1,176,59,24,5,28,51,0.266,3.68,0,2,1,0,256,1,25,2,3,6 +streehu01,2017,1,LAA,AL,0,0,4,0,0,0,0,12,2,0,0,1,3,0.143,0.00,0,0,0,0,15,2,0,0,0,0 +strichu01,2017,1,SFN,NL,4,3,68,0,0,0,1,184,59,18,4,29,58,0.253,2.64,4,3,2,1,268,17,20,1,3,5 +stripro01,2017,1,LAN,NL,3,5,49,2,0,0,2,223,69,31,10,19,74,0.246,3.75,4,2,0,0,304,12,31,2,3,9 +stromma01,2017,1,TOR,AL,13,9,33,33,2,0,0,603,201,69,21,62,164,0.264,3.09,1,3,6,1,834,0,82,0,4,34 +stroppe01,2017,1,CHN,NL,5,4,69,0,0,0,0,181,45,19,4,26,65,0.206,2.83,1,7,3,1,250,8,22,2,1,7 +stumpda01,2017,1,DET,AL,0,1,55,0,0,0,0,113,37,16,5,15,33,0.266,3.82,1,2,2,1,160,13,16,0,4,6 +suareal01,2017,1,SFN,NL,0,3,18,0,0,0,1,95,28,18,4,11,34,0.230,5.12,2,1,1,0,135,8,18,0,1,1 +sucreje01,2017,1,TBA,AL,0,0,1,0,0,0,0,3,2,3,0,2,0,0.500,27.00,0,0,0,1,7,1,3,0,1,0 +suterbr01,2017,1,MIL,NL,3,2,22,14,0,0,0,245,83,31,8,22,64,0.263,3.42,2,1,2,0,341,1,33,1,1,6 +swarzan01,2017,1,CHA,AL,4,3,41,0,0,0,1,145,37,12,2,13,52,0.216,2.23,2,2,0,0,186,5,12,0,2,6 +swarzan01,2017,2,MIL,NL,2,1,29,0,0,0,1,87,21,8,4,9,39,0.202,2.48,2,0,2,0,117,1,9,1,1,0 +syndeno01,2017,1,NYN,NL,1,2,7,7,0,0,0,91,29,10,0,3,34,0.246,2.97,1,3,1,0,124,0,14,1,1,1 +taillja01,2017,1,PIT,NL,8,7,25,25,0,0,0,401,152,66,11,46,125,0.290,4.44,3,7,4,0,587,0,69,8,4,12 +tanakma01,2017,1,NYA,AL,13,12,30,30,1,1,0,535,180,94,35,41,194,0.257,4.74,1,7,7,0,752,0,100,1,2,15 +taylobe03,2017,1,BOS,AL,0,1,14,0,0,0,1,52,20,10,3,9,18,0.282,5.19,0,1,0,0,80,3,10,0,0,2 +tazawju01,2017,1,MIA,NL,3,5,55,0,0,0,0,166,55,35,8,22,38,0.261,5.69,4,2,2,0,238,8,35,2,1,5 +teherju01,2017,1,ATL,NL,11,13,32,32,0,0,0,565,186,94,31,72,151,0.257,4.49,3,6,7,0,812,0,103,7,3,15 +teperry01,2017,1,TOR,AL,7,1,73,0,0,0,2,233,57,31,7,31,81,0.205,3.59,4,5,8,0,319,12,35,1,1,9 +tepesni01,2017,1,MIN,AL,0,1,1,1,0,0,0,5,5,1,1,2,2,0.455,5.40,0,0,0,0,13,0,7,0,0,0 +tepesni01,2017,2,TOR,AL,1,1,3,3,0,0,0,42,17,8,5,7,7,0.304,5.14,1,0,3,0,67,0,8,1,0,1 +therrje01,2017,1,PHI,NL,0,0,15,0,0,0,0,55,24,17,5,7,10,0.308,8.35,0,0,1,0,86,1,17,0,0,0 +thompja03,2017,1,PHI,NL,3,2,11,8,0,0,0,139,50,20,9,22,35,0.276,3.88,0,1,5,0,210,1,27,0,2,8 +tillmch01,2017,1,BAL,AL,1,7,24,19,0,0,0,279,125,81,24,51,63,0.324,7.84,0,11,4,0,444,1,86,1,2,10 +tollias01,2017,1,HOU,AL,0,0,3,0,0,0,0,15,4,2,0,4,5,0.235,3.60,0,1,1,0,22,0,2,0,0,0 +tomlijo01,2017,1,CLE,AL,10,9,26,26,1,0,0,423,166,78,23,14,109,0.294,4.98,0,1,4,0,585,0,80,0,3,18 +tonkimi01,2017,1,MIN,AL,0,1,16,0,0,0,0,63,22,12,6,12,24,0.265,5.14,0,2,1,0,97,8,15,0,1,2 +torreca01,2017,1,MIL,NL,4,4,67,0,0,0,1,218,78,34,10,33,56,0.279,4.21,1,4,3,0,322,16,37,2,4,9 +torrejo02,2017,1,SDN,NL,7,4,62,0,0,0,1,205,63,32,13,16,63,0.244,4.21,0,2,4,3,284,16,34,3,3,7 +treinbl01,2017,1,WAS,NL,0,2,37,0,0,0,3,113,48,24,3,13,32,0.320,5.73,1,1,3,0,169,11,24,0,3,10 +treinbl01,2017,2,OAK,AL,3,4,35,0,0,0,13,114,32,9,3,12,42,0.225,2.13,2,3,2,0,156,24,11,0,0,2 +triggan01,2017,1,OAK,AL,5,6,12,12,0,0,0,196,68,31,9,19,50,0.266,4.27,0,5,4,0,283,0,42,1,3,5 +tsengje01,2017,1,CHN,NL,1,0,2,1,0,0,0,18,5,5,2,2,8,0.227,7.50,0,0,1,0,26,1,5,0,1,0 +tuivasa01,2017,1,SLN,NL,3,3,37,0,0,0,0,127,35,12,4,11,34,0.223,2.55,3,2,2,0,171,19,12,1,0,5 +turleni01,2017,1,MIN,AL,0,2,10,3,0,0,0,53,30,22,5,8,13,0.395,11.21,1,2,2,0,89,3,22,1,2,4 +turneja01,2017,1,WAS,NL,2,3,18,2,0,0,0,117,43,22,8,15,23,0.281,5.08,1,3,1,0,170,6,23,1,0,4 +ueharko01,2017,1,CHN,NL,3,4,49,0,0,0,2,129,38,19,7,12,50,0.232,3.98,3,0,0,0,178,10,21,1,1,1 +urenajo01,2017,1,MIA,NL,14,7,34,28,0,0,0,509,152,72,26,64,113,0.238,3.82,4,5,14,1,724,2,77,5,3,18 +uriasju01,2017,1,LAN,NL,0,2,5,5,0,0,0,70,23,14,1,14,11,0.271,5.40,1,1,1,1,102,0,15,2,0,6 +valdece01,2017,1,OAK,AL,0,0,4,1,0,0,0,28,14,10,4,4,5,0.350,9.64,0,0,0,0,44,2,10,0,0,1 +valdece01,2017,2,TOR,AL,1,1,7,3,0,0,0,64,27,16,3,7,16,0.307,6.75,1,1,1,1,96,3,19,0,0,3 +valdejo03,2017,1,LAA,AL,0,0,1,0,0,0,0,3,1,2,1,1,1,0.250,18.00,0,0,0,0,5,0,2,0,0,0 +valdejo03,2017,2,SDN,NL,0,0,13,0,0,0,0,51,20,15,7,4,16,0.294,7.94,0,1,2,0,75,4,16,0,1,2 +vargaja01,2017,1,KCA,AL,18,11,32,32,1,1,0,539,181,83,27,58,134,0.264,4.16,2,6,5,1,756,0,84,2,6,22 +velasvi01,2017,1,PHI,NL,2,7,15,15,0,0,0,216,74,41,15,34,68,0.270,5.13,1,2,3,1,315,0,44,2,2,5 +velazhe01,2017,1,BOS,AL,3,1,8,3,0,0,0,74,21,8,4,7,19,0.236,2.92,0,0,0,0,96,4,8,0,0,2 +verhadr01,2017,1,DET,AL,0,3,24,2,0,0,0,103,42,22,10,9,25,0.311,5.77,1,4,0,0,145,4,22,0,1,5 +verlaju01,2017,1,DET,AL,10,8,28,28,0,0,0,516,153,73,23,67,176,0.234,3.82,4,5,3,0,729,0,76,1,4,8 +verlaju01,2017,2,HOU,AL,5,0,5,5,0,0,0,102,17,4,4,5,43,0.149,1.06,0,0,1,0,120,0,4,0,0,4 +verrelo01,2017,1,BAL,AL,2,0,4,0,0,0,0,32,11,5,3,3,9,0.275,4.22,1,0,2,0,47,2,6,2,0,0 +vieirth01,2017,1,SEA,AL,0,0,1,0,0,0,0,3,0,0,0,0,1,0.000,0.00,0,0,0,0,3,1,0,0,0,0 +vinceni01,2017,1,SEA,AL,3,3,69,0,0,0,0,194,62,23,3,13,50,0.257,3.20,5,0,0,0,262,7,23,4,4,5 +vizcaar01,2017,1,ATL,NL,5,3,62,0,0,0,14,172,42,18,7,21,64,0.199,2.83,1,6,2,0,235,28,19,0,1,3 +volqued01,2017,1,MIA,NL,4,8,17,17,1,1,0,277,78,43,8,53,81,0.236,4.19,3,4,3,0,397,0,46,5,5,7 +volstch01,2017,1,CHA,AL,1,2,6,2,0,0,0,58,16,10,4,5,10,0.232,4.66,0,0,1,0,76,2,11,0,1,2 +wachami01,2017,1,SLN,NL,12,9,30,30,1,1,0,497,170,76,17,55,158,0.267,4.13,3,5,3,0,701,0,82,3,4,18 +wahlbo01,2017,1,OAK,AL,0,0,7,0,0,0,0,23,8,4,0,4,8,0.258,4.70,0,2,1,0,36,1,4,0,0,0 +wainwad01,2017,1,SLN,NL,12,5,24,23,0,0,0,370,140,70,14,45,96,0.286,5.11,4,2,5,0,546,0,73,5,1,16 +walketa01,2017,1,ARI,NL,9,9,28,28,0,0,0,472,148,61,17,61,146,0.247,3.49,7,7,9,1,684,0,76,5,8,13 +wangwe01,2017,1,MIL,NL,0,0,8,0,0,0,0,4,5,2,1,0,2,0.556,13.50,0,0,0,0,9,1,2,0,0,0 +warread01,2017,1,NYA,AL,3,2,46,0,0,0,1,172,35,15,4,15,54,0.173,2.35,2,5,1,0,223,7,19,0,5,2 +watsoto01,2017,1,PIT,NL,5,3,47,0,0,0,10,140,57,19,7,14,35,0.305,3.66,4,0,3,0,209,22,20,3,2,8 +watsoto01,2017,2,LAN,NL,2,1,24,0,0,0,0,60,15,6,2,6,18,0.208,2.70,3,0,2,0,82,1,6,2,0,2 +weaveje02,2017,1,SDN,NL,0,5,9,9,0,0,0,127,51,35,16,12,23,0.295,7.44,0,0,4,0,191,0,41,1,1,3 +weavelu01,2017,1,SLN,NL,7,2,13,10,0,0,0,181,59,26,7,17,72,0.254,3.88,1,0,1,0,252,0,27,1,1,5 +webbty01,2017,1,NYA,AL,0,0,7,0,0,0,0,18,3,3,1,4,5,0.158,4.50,0,0,0,0,23,2,3,0,0,1 +webbty01,2017,2,MIL,NL,0,0,2,0,0,0,0,6,6,2,1,1,3,0.500,9.00,1,0,0,0,13,1,2,0,0,0 +weberry01,2017,1,SEA,AL,0,0,1,1,0,0,0,11,3,1,0,0,0,0.214,2.45,0,0,0,0,14,0,1,0,0,0 +whalero01,2017,1,SEA,AL,0,1,2,1,0,0,0,22,7,5,1,2,2,0.259,6.14,0,0,2,0,31,1,5,0,0,0 +wheelja01,2017,1,MIN,AL,0,0,2,0,0,0,0,9,6,3,1,4,0,0.429,9.00,0,0,0,0,18,1,5,0,0,1 +wheelza01,2017,1,NYN,NL,3,7,17,17,0,0,0,259,97,50,15,40,81,0.284,5.21,1,1,3,0,386,0,53,0,1,12 +whitety01,2017,1,HOU,AL,0,0,1,0,0,0,0,3,2,2,1,0,0,0.400,18.00,0,0,0,0,5,1,2,0,0,0 +whitlch01,2017,1,TBA,AL,2,1,41,0,0,0,2,172,48,26,4,16,43,0.222,4.08,2,2,3,0,238,12,29,1,2,3 +wilheto01,2017,1,ARI,NL,1,1,27,0,0,0,0,79,25,13,4,12,17,0.253,4.44,0,7,1,0,113,10,13,0,1,2 +wilkad01,2017,1,NYN,NL,0,1,1,1,0,0,0,11,8,5,3,1,2,0.444,12.27,0,0,0,0,20,0,6,1,0,0 +wilkad01,2017,2,MIN,AL,0,1,3,1,0,0,0,31,16,9,3,8,6,0.356,7.84,1,2,0,0,54,0,9,1,0,0 +wilkeaa01,2017,1,MIL,NL,1,0,3,2,0,0,0,31,6,4,1,1,7,0.167,3.48,0,0,0,0,37,1,4,0,0,0 +willita01,2017,1,MIL,NL,0,0,5,0,0,0,0,14,4,1,0,2,4,0.222,1.93,0,0,0,0,20,5,1,0,0,0 +willitr01,2017,1,PIT,NL,7,9,31,25,0,0,0,451,145,68,14,52,117,0.255,4.07,4,2,9,0,642,1,73,8,4,16 +wilsoal01,2017,1,DET,AL,2,5,66,0,0,0,2,180,67,30,7,15,42,0.279,4.50,5,4,3,0,260,11,34,0,2,7 +wilsoju10,2017,1,DET,AL,3,4,42,0,0,0,13,121,22,12,5,16,55,0.157,2.68,0,3,0,0,157,26,12,0,1,3 +wilsoju10,2017,2,CHN,NL,1,0,23,0,0,0,0,53,18,10,0,19,25,0.254,5.09,1,1,1,0,91,4,11,0,0,1 +wilsoty01,2017,1,BAL,AL,2,2,9,1,0,0,0,46,22,12,3,4,9,0.344,7.04,1,1,1,1,70,3,14,0,1,1 +wimmeal01,2017,1,MIN,AL,0,0,6,0,0,0,0,22,8,4,2,8,7,0.267,4.91,0,0,0,0,38,1,4,0,0,0 +winklda01,2017,1,ATL,NL,1,1,16,0,0,0,0,43,7,4,1,6,18,0.152,2.51,0,0,0,0,53,1,4,1,0,1 +wislema01,2017,1,ATL,NL,0,1,20,1,0,0,0,97,43,30,5,13,22,0.323,8.35,0,0,2,0,153,8,31,2,3,1 +wittgni01,2017,1,MIA,NL,3,1,38,0,0,0,0,127,46,22,5,13,43,0.277,4.68,1,2,0,0,182,3,22,0,3,1 +wojcias01,2017,1,CIN,NL,4,3,25,8,0,0,0,187,71,45,14,19,64,0.287,6.50,1,1,5,0,279,2,48,5,2,3 +woodal02,2017,1,LAN,NL,16,3,27,25,0,0,0,457,123,46,15,38,151,0.217,2.72,6,2,6,0,614,0,50,4,0,10 +woodbl01,2017,1,CIN,NL,1,4,55,0,0,0,0,172,64,36,5,29,62,0.284,5.65,1,6,1,2,259,17,40,0,4,5 +woodbl01,2017,2,LAA,AL,2,0,17,0,0,0,0,51,20,9,3,4,22,0.290,4.76,1,1,0,0,73,2,9,0,0,0 +woodhu01,2017,1,TBA,AL,0,0,1,0,0,0,0,1,0,0,0,0,0,0.000,0.00,0,0,0,0,1,1,0,0,0,0 +woodrbr01,2017,1,MIL,NL,2,3,8,8,0,0,0,129,43,23,5,14,32,0.259,4.81,1,0,3,0,184,0,23,1,0,2 +woodtr01,2017,1,KCA,AL,1,3,28,3,0,0,0,125,56,32,4,20,29,0.329,6.91,0,1,1,0,195,10,33,0,4,5 +woodtr01,2017,2,SDN,NL,3,4,11,11,0,0,0,157,62,39,15,25,36,0.295,6.71,0,0,1,0,241,0,44,4,1,6 +workmbr01,2017,1,BOS,AL,1,1,33,0,0,0,0,119,37,14,7,11,37,0.252,3.18,2,1,1,0,162,8,17,2,1,5 +worleva01,2017,1,MIA,NL,2,6,24,12,0,0,1,215,99,55,9,30,50,0.339,6.91,5,1,6,0,333,8,56,2,3,15 +wrighda04,2017,1,LAA,AL,0,1,5,2,0,0,0,59,21,10,1,8,11,0.284,4.58,0,1,2,0,85,3,12,1,0,3 +wrighmi01,2017,1,BAL,AL,0,0,13,0,0,0,0,75,26,16,5,7,28,0.265,5.76,0,1,3,0,109,4,16,0,1,2 +wrighst01,2017,1,BOS,AL,1,3,5,5,0,0,0,72,40,22,9,5,13,0.377,8.25,1,1,2,0,114,0,24,0,1,5 +yacabji01,2017,1,BAL,AL,2,0,14,0,0,0,0,62,18,10,2,14,8,0.247,4.35,1,1,0,0,90,7,10,0,3,4 +yateski01,2017,1,LAA,AL,0,0,1,0,0,0,0,3,2,2,2,0,1,0.400,18.00,0,0,0,0,5,0,2,0,0,0 +yateski01,2017,2,SDN,NL,4,5,61,0,0,0,1,167,42,23,10,19,87,0.206,3.72,2,0,2,1,226,12,26,0,1,2 +ynoaga01,2017,1,BAL,AL,2,3,9,4,0,0,0,104,39,16,5,8,26,0.289,4.15,0,0,1,0,147,2,17,1,2,5 +ynoami01,2017,1,CHA,AL,1,0,22,0,0,0,0,87,28,19,4,22,23,0.246,5.90,0,3,5,0,141,10,22,0,0,2 +youngch03,2017,1,KCA,AL,0,0,14,2,0,0,0,90,47,25,7,14,22,0.353,7.50,2,1,1,0,148,5,27,0,0,3 +zastrro01,2017,1,CHN,NL,0,0,4,0,0,0,0,39,19,12,2,7,11,0.352,8.31,0,0,1,0,62,0,13,0,0,3 +zieglbr01,2017,1,MIA,NL,1,4,53,0,0,0,10,141,57,25,1,16,26,0.306,4.79,6,1,6,0,211,21,29,3,0,10 +zimmejo02,2017,1,DET,AL,8,13,29,29,0,0,0,480,204,108,29,44,103,0.313,6.08,2,3,7,0,713,0,111,3,8,19 +zychto01,2017,1,SEA,AL,6,3,45,0,0,0,1,122,30,12,2,21,35,0.208,2.66,3,1,5,1,173,7,12,1,2,5 +adamja01,2018,1,KCA,AL,0,3,31,0,0,0,0,97,30,22,9,15,37,0.246,6.12,1,4,3,1,142,14,22,0,2,1 +adamsau02,2018,1,WAS,NL,0,0,2,0,0,0,0,3,1,0,0,3,0,0.250,0.00,0,0,0,0,7,0,0,0,0,0 +adamsch01,2018,1,NYA,AL,0,1,3,1,0,0,0,23,8,6,3,4,4,0.267,7.04,0,0,0,0,34,1,7,0,0,2 +alberma01,2018,1,MIL,NL,3,3,34,0,0,0,1,103,45,28,10,12,32,0.321,7.34,2,1,2,0,157,10,29,0,3,6 +alcansa01,2018,1,MIA,NL,2,3,6,6,0,0,0,102,25,13,3,23,30,0.214,3.44,0,0,2,0,146,0,13,2,2,2 +alcanvi01,2018,1,DET,AL,1,1,27,0,0,0,0,90,25,8,5,6,21,0.223,2.40,0,2,0,0,119,8,8,0,1,1 +alexasc01,2018,1,LAN,NL,2,1,73,1,0,0,3,198,57,27,4,27,56,0.239,3.68,2,2,2,0,268,8,28,1,0,15 +allarko01,2018,1,ATL,NL,1,1,3,1,0,0,0,24,19,11,3,4,3,0.463,12.38,0,0,1,1,47,0,12,1,0,1 +allenco01,2018,1,CLE,AL,4,6,70,0,0,0,27,201,58,35,11,33,80,0.231,4.70,2,3,4,0,289,45,35,1,0,5 +almonmi01,2018,1,LAA,AL,0,0,8,0,0,0,0,21,9,8,1,3,7,0.300,10.29,0,1,1,0,34,4,8,0,0,0 +almonye01,2018,1,COL,NL,0,0,14,0,0,0,0,44,15,3,1,4,14,0.273,1.84,0,1,0,0,60,3,5,0,1,4 +altavda01,2018,1,SEA,AL,3,2,22,0,0,0,0,62,11,6,2,15,23,0.162,2.61,0,4,2,0,85,3,7,0,0,3 +alvarjo02,2018,1,LAA,AL,6,4,76,0,0,0,1,189,51,19,3,22,59,0.217,2.71,2,1,2,0,261,5,20,2,0,6 +alvarjo03,2018,1,TBA,AL,1,6,70,0,0,0,8,192,42,17,1,29,80,0.183,2.39,4,2,1,0,263,17,21,2,2,3 +anderbr04,2018,1,OAK,AL,4,5,17,17,0,0,0,241,90,40,10,13,47,0.285,4.48,0,3,2,0,333,0,42,2,0,9 +anderch01,2018,1,MIL,NL,9,8,30,30,0,0,0,474,131,69,30,57,128,0.228,3.93,0,1,7,0,644,0,71,4,1,13 +anderdr02,2018,1,PHI,NL,0,1,5,1,0,0,0,38,17,7,0,2,11,0.309,4.97,0,0,2,0,59,1,7,0,0,1 +anderju01,2018,1,LAA,AL,3,3,57,0,0,0,4,166,42,25,3,40,67,0.214,4.07,3,9,4,1,241,10,25,0,0,9 +anderta01,2018,1,PIT,NL,1,0,6,0,0,0,0,34,15,8,1,8,6,0.333,6.35,2,2,1,0,56,1,10,2,0,3 +anderty01,2018,1,COL,NL,7,9,32,32,0,0,0,528,165,89,30,59,164,0.248,4.55,1,9,3,2,737,0,94,3,7,13 +andrima01,2018,1,TBA,AL,3,4,27,4,0,0,0,179,55,27,7,18,59,0.240,4.07,3,3,2,0,251,6,32,1,1,6 +andrima01,2018,2,ARI,NL,0,3,14,1,0,0,0,57,29,19,8,7,19,0.354,9.00,2,0,0,0,89,7,19,0,0,3 +aranovi01,2018,1,PHI,NL,1,2,60,0,0,0,3,178,54,18,6,17,60,0.239,2.73,4,1,1,0,246,14,19,0,2,4 +araujpe01,2018,1,BAL,AL,1,3,20,0,0,0,0,84,29,24,9,18,29,0.264,7.71,0,1,2,0,130,8,24,0,0,2 +archech01,2018,1,TBA,AL,3,5,17,17,0,0,0,288,102,46,11,31,102,0.271,4.31,0,3,4,0,413,0,50,0,1,10 +archech01,2018,2,PIT,NL,3,3,10,10,0,0,0,157,53,25,8,18,60,0.262,4.30,3,3,2,0,225,0,27,1,2,4 +arciafr01,2018,1,LAA,AL,0,0,2,0,0,0,0,9,5,3,2,0,0,0.385,9.00,0,0,0,0,13,2,3,0,0,1 +armstsh01,2018,1,SEA,AL,0,1,14,0,0,0,1,44,9,2,1,3,15,0.184,1.23,1,0,3,0,57,3,2,0,2,0 +arrieja01,2018,1,PHI,NL,10,11,31,31,0,0,0,518,165,76,21,57,138,0.254,3.96,0,11,7,1,724,0,93,1,8,22 +asheral01,2018,1,MIL,NL,0,0,2,0,0,0,0,9,2,0,0,1,2,0.167,0.00,0,0,0,0,13,1,0,0,0,0 +astudwi01,2018,1,MIN,AL,0,0,1,0,0,0,0,3,5,5,2,0,0,0.625,45.00,0,0,0,0,8,1,5,0,0,0 +avilaal01,2018,1,ARI,NL,0,0,1,0,0,0,0,6,1,0,0,0,0,0.143,0.00,0,0,0,0,7,1,0,0,0,0 +avilalu01,2018,1,CHA,AL,2,1,58,0,0,0,2,119,40,17,2,14,46,0.260,3.86,2,2,2,0,172,7,20,1,1,1 +avilalu01,2018,2,PHI,NL,0,0,12,0,0,0,0,17,4,2,1,4,5,0.190,3.18,1,0,0,0,25,1,2,0,0,0 +axforjo01,2018,1,TOR,AL,4,1,45,1,0,0,0,153,44,25,6,20,50,0.234,4.41,1,6,2,0,211,11,27,0,1,8 +axforjo01,2018,2,LAN,NL,0,0,5,0,0,0,0,11,8,7,0,2,4,0.444,17.18,0,0,1,0,22,1,8,0,1,0 +baezpe01,2018,1,LAN,NL,4,3,55,0,0,0,0,169,46,18,4,23,62,0.220,2.88,2,0,1,1,237,8,19,2,2,3 +baezsa01,2018,1,DET,AL,0,0,9,0,0,0,0,43,12,8,2,9,10,0.222,5.02,1,1,2,0,66,0,12,0,1,1 +baileho02,2018,1,CIN,NL,1,14,20,20,1,0,0,319,141,72,23,33,75,0.313,6.09,9,2,2,1,494,0,82,5,3,4 +bandaan01,2018,1,TBA,AL,1,0,3,1,0,0,0,44,12,6,1,3,10,0.235,3.68,0,0,0,0,56,1,6,1,1,2 +barbajo01,2018,1,DET,AL,0,0,7,0,0,0,0,20,11,9,3,5,2,0.379,12.15,1,2,1,0,36,4,9,1,0,0 +bardlu01,2018,1,LAA,AL,0,0,8,0,0,0,0,35,10,7,4,5,13,0.222,5.40,1,1,3,0,53,3,7,0,0,0 +barlosc01,2018,1,KCA,AL,1,1,6,0,0,0,0,45,16,6,2,3,15,0.258,3.60,0,0,0,0,65,3,7,0,0,0 +barneda02,2018,1,TOR,AL,3,3,47,0,0,0,0,123,47,26,6,22,38,0.285,5.71,1,0,1,0,191,6,28,0,2,3 +barneja01,2018,1,MIL,NL,0,1,49,0,0,0,2,146,51,18,4,23,47,0.266,3.33,2,4,0,0,217,19,24,1,1,5 +barnema01,2018,1,BOS,AL,6,4,62,0,0,0,0,185,47,25,5,31,96,0.204,3.65,1,8,2,0,265,8,25,0,2,2 +barneto01,2018,1,TEX,AL,2,0,22,0,0,0,0,79,19,7,2,5,26,0.196,2.39,0,0,2,0,104,5,11,0,0,2 +barraky01,2018,1,MIA,NL,1,6,61,0,0,0,10,167,40,26,8,34,60,0.197,4.20,3,4,5,0,245,25,27,2,1,4 +barreja01,2018,1,ARI,NL,0,1,7,0,0,0,0,21,8,4,1,2,6,0.286,5.14,0,1,0,0,30,5,4,0,0,1 +barrija01,2018,1,LAA,AL,10,9,26,26,0,0,0,388,117,49,17,47,98,0.242,3.41,0,3,6,1,537,0,50,0,0,13 +bashlty01,2018,1,NYN,NL,0,3,24,0,0,0,0,96,26,15,6,12,25,0.218,4.22,0,1,3,0,135,6,16,1,0,1 +bassan01,2018,1,CHN,NL,0,0,16,0,0,0,0,46,18,5,1,3,14,0.305,2.93,0,2,0,0,62,3,6,0,0,2 +bassich01,2018,1,OAK,AL,2,3,11,7,0,0,0,143,40,16,4,19,41,0.221,3.02,0,2,4,0,204,0,21,0,0,1 +bauertr01,2018,1,CLE,AL,12,6,28,27,0,0,1,526,134,43,9,57,221,0.208,2.21,2,12,9,0,717,1,51,3,3,7 +baumabu01,2018,1,SDN,NL,0,1,1,0,0,0,0,1,2,2,0,2,0,0.667,54.00,0,0,0,0,6,0,5,1,0,0 +baumabu01,2018,2,NYN,NL,0,1,3,0,0,0,0,9,7,8,1,5,4,0.438,24.00,2,0,0,0,21,1,8,0,0,0 +bautige01,2018,1,NYN,NL,0,1,5,0,0,0,0,13,8,6,2,5,3,0.444,12.46,0,1,0,0,25,5,6,0,2,0 +beckch02,2018,1,CHA,AL,0,0,14,0,0,0,1,71,24,11,5,11,16,0.270,4.18,0,1,1,0,102,8,11,0,1,1 +beckch02,2018,2,NYN,NL,0,0,6,0,0,0,0,31,10,6,3,9,5,0.270,5.23,0,0,0,0,46,1,6,0,0,1 +bedroca01,2018,1,LAA,AL,5,4,71,0,0,0,1,192,63,27,7,26,57,0.263,3.80,0,1,2,0,271,7,30,1,1,12 +beedety01,2018,1,SFN,NL,0,1,2,2,0,0,0,23,9,7,0,8,9,0.290,8.22,0,0,1,0,40,0,7,0,0,1 +beeksja01,2018,1,BOS,AL,0,1,2,1,0,0,0,19,11,9,1,4,5,0.379,12.79,0,0,1,0,34,0,9,0,0,1 +beeksja01,2018,2,TBA,AL,5,0,12,0,0,0,0,133,41,22,5,20,37,0.248,4.47,0,0,2,0,189,0,22,1,1,7 +belisma01,2018,1,CLE,AL,0,0,8,0,0,0,0,32,9,6,1,1,4,0.220,5.06,0,1,2,0,44,3,6,0,0,0 +belisma01,2018,2,MIN,AL,1,1,25,0,0,0,0,71,40,24,5,10,21,0.381,9.13,1,0,1,0,118,11,26,1,1,3 +belivje01,2018,1,CLE,AL,0,0,9,0,0,0,1,14,7,6,2,5,2,0.350,11.57,0,0,1,0,26,2,6,0,0,1 +bellch02,2018,1,DET,AL,0,1,3,0,0,0,0,22,14,7,1,2,7,0.424,8.59,1,0,0,0,36,0,7,0,1,2 +bergmch01,2018,1,SEA,AL,0,1,3,2,0,0,0,42,12,9,4,3,7,0.231,5.79,0,0,0,0,57,0,9,1,1,1 +berrijo01,2018,1,MIN,AL,12,11,32,32,2,1,0,577,159,82,25,61,202,0.222,3.84,1,2,13,0,797,0,83,2,4,11 +betande01,2018,1,NYA,AL,4,6,66,0,0,0,4,200,44,20,7,26,115,0.186,2.70,2,4,5,1,272,15,22,3,1,3 +bettich01,2018,1,COL,NL,5,2,27,20,0,0,0,361,121,67,18,47,80,0.265,5.01,3,3,5,1,518,2,72,5,5,12 +biagijo01,2018,1,TOR,AL,4,7,50,4,0,0,0,216,96,48,14,24,53,0.323,6.00,0,8,6,0,328,7,50,0,1,11 +bibenau01,2018,1,TEX,AL,2,3,13,6,0,0,0,135,56,31,9,14,33,0.308,6.20,0,2,5,0,203,4,33,2,0,4 +biddlje01,2018,1,ATL,NL,6,1,60,0,0,0,1,191,50,22,6,31,67,0.218,3.11,5,2,3,0,266,14,26,2,1,8 +biebesh01,2018,1,CLE,AL,11,5,20,19,0,0,0,344,130,58,13,23,118,0.285,4.55,0,5,2,0,485,0,60,0,4,9 +blachty01,2018,1,SFN,NL,6,7,47,13,0,0,0,356,133,56,8,41,75,0.289,4.25,4,1,1,1,512,13,62,8,1,18 +blackpa01,2018,1,OAK,AL,2,3,6,6,0,0,0,83,33,22,2,6,19,0.303,7.16,0,1,2,0,119,0,23,0,2,2 +blackra01,2018,1,SFN,NL,2,2,26,0,0,0,0,70,17,16,4,10,33,0.207,6.17,0,1,1,0,95,4,16,2,0,2 +blandal01,2018,1,CIN,NL,0,0,1,0,0,0,0,3,1,0,0,0,2,0.250,0.00,0,1,0,0,4,1,0,0,0,0 +bleicje01,2018,1,OAK,AL,0,0,2,0,0,0,0,1,2,2,0,0,1,0.667,54.00,0,0,1,0,4,0,2,0,0,0 +bleieri01,2018,1,BAL,AL,3,0,31,0,0,0,0,98,36,7,0,4,15,0.286,1.93,1,1,1,0,133,4,7,0,2,5 +blevije01,2018,1,NYN,NL,3,2,64,1,0,0,1,128,36,23,6,22,41,0.225,4.85,1,1,5,0,188,7,24,0,1,1 +borucry01,2018,1,TOR,AL,4,6,17,17,0,0,0,293,96,42,7,33,67,0.256,3.87,3,2,2,0,415,0,48,3,2,12 +bowmama01,2018,1,SLN,NL,0,2,22,0,0,0,0,69,29,16,4,11,26,0.309,6.26,3,1,1,0,109,5,16,2,1,2 +boxbebr01,2018,1,ARI,NL,3,7,60,0,0,0,32,160,44,26,9,32,71,0.221,4.39,4,3,1,0,235,45,30,2,1,4 +boydma01,2018,1,DET,AL,9,13,31,31,0,0,0,511,146,83,27,51,159,0.228,4.39,0,6,11,2,709,0,87,2,6,8 +boyerbl01,2018,1,KCA,AL,2,1,21,0,0,0,1,65,32,29,7,13,9,0.344,12.05,3,0,0,0,109,8,33,0,3,1 +brachbr01,2018,1,BAL,AL,1,2,42,0,0,0,11,117,50,21,4,19,38,0.303,4.85,1,1,0,0,185,24,24,1,0,4 +brachbr01,2018,2,ATL,NL,1,2,27,0,0,0,1,71,22,4,1,9,22,0.237,1.52,1,2,1,1,104,8,8,0,1,0 +brachsi01,2018,1,ARI,NL,2,0,31,0,0,0,0,93,25,11,2,12,34,0.223,3.19,2,2,3,0,129,7,12,1,1,2 +bradfch02,2018,1,SEA,AL,5,0,46,0,0,0,0,161,55,22,9,14,38,0.262,3.69,1,1,5,0,231,15,23,0,2,3 +bradlar01,2018,1,ARI,NL,4,5,76,0,0,0,3,215,62,29,9,20,75,0.229,3.64,1,2,4,1,296,8,30,1,0,6 +brasiry01,2018,1,BOS,AL,2,0,34,0,0,0,0,101,19,6,2,7,29,0.171,1.60,0,1,0,0,124,5,6,1,5,3 +braulst01,2018,1,PIT,NL,6,3,45,5,0,0,0,275,84,47,10,57,82,0.244,4.61,4,9,8,0,413,6,51,3,1,9 +brebbjo01,2018,1,SLN,NL,3,3,45,0,0,0,2,152,43,18,5,16,60,0.226,3.20,2,1,0,0,209,17,18,1,2,3 +breweco01,2018,1,SDN,NL,1,0,11,0,0,0,0,29,15,6,0,7,10,0.357,5.59,0,1,0,0,49,5,10,0,0,2 +briceau01,2018,1,CIN,NL,2,3,33,0,0,0,0,112,39,24,9,13,32,0.271,5.79,6,1,3,0,162,8,26,1,1,3 +bridwpa01,2018,1,LAA,AL,1,0,5,1,0,0,0,20,14,13,5,2,3,0.438,17.55,0,0,0,0,36,2,13,1,1,1 +brighje01,2018,1,MIA,NL,0,4,4,4,0,0,0,49,16,11,2,13,12,0.271,6.06,0,0,2,0,77,0,11,0,3,2 +brittza01,2018,1,BAL,AL,1,0,16,0,0,0,4,47,11,6,1,10,13,0.212,3.45,0,2,1,0,63,11,6,0,0,2 +brittza01,2018,2,NYA,AL,1,0,25,0,0,0,3,75,18,8,2,11,21,0.196,2.88,0,5,2,0,106,10,10,0,1,3 +brookaa01,2018,1,OAK,AL,0,0,3,0,0,0,0,8,1,0,0,2,1,0.125,0.00,0,0,0,0,10,2,0,0,0,1 +brothre01,2018,1,ATL,NL,0,0,1,0,0,0,0,0,0,1,0,2,0,,,0,0,0,0,2,0,1,0,0,0 +buchhcl01,2018,1,ARI,NL,7,2,16,16,1,0,0,295,80,22,9,22,81,0.220,2.01,1,1,3,0,393,0,25,0,4,9 +buchtry01,2018,1,OAK,AL,6,0,54,0,0,0,0,118,32,12,4,15,41,0.219,2.75,1,1,0,0,163,4,17,1,1,0 +buehlwa01,2018,1,LAN,NL,8,5,24,23,0,0,0,412,95,40,12,37,151,0.193,2.62,1,4,6,0,541,0,43,2,3,5 +bumgama01,2018,1,SFN,NL,6,7,21,21,0,0,0,389,118,47,14,43,109,0.238,3.26,3,3,5,1,551,0,51,5,3,9 +bummeaa01,2018,1,CHA,AL,0,1,37,0,0,0,0,95,40,15,1,10,35,0.301,4.26,0,7,1,1,144,9,19,0,0,5 +bundydy01,2018,1,BAL,AL,8,16,31,31,1,0,0,515,188,104,41,54,184,0.274,5.45,1,6,6,1,750,0,116,3,2,13 +burdini01,2018,1,PIT,NL,0,0,2,0,0,0,0,4,3,3,1,2,2,0.375,20.25,0,0,0,0,10,1,4,0,0,0 +burneco01,2018,1,MIL,NL,7,0,30,0,0,0,1,114,27,11,4,11,35,0.199,2.61,2,2,3,1,152,6,11,1,1,3 +burrry01,2018,1,CHA,AL,0,0,8,0,0,0,0,29,12,8,3,6,6,0.333,7.45,1,0,1,0,44,1,8,1,0,2 +busenal01,2018,1,MIN,AL,4,1,23,0,0,0,0,76,37,22,8,14,26,0.339,7.82,0,2,2,0,126,7,25,0,1,2 +bushma01,2018,1,TEX,AL,0,0,21,0,0,0,0,69,23,12,3,14,19,0.256,4.70,0,1,2,0,108,6,13,0,2,0 +buterdr01,2018,1,KCA,AL,0,0,1,0,0,0,0,1,2,2,0,3,0,0.667,54.00,0,0,0,0,6,1,2,0,0,0 +butleed01,2018,1,CHN,NL,1,1,8,0,0,0,0,53,16,8,1,7,11,0.242,4.08,0,1,0,0,75,3,10,1,1,1 +butleed01,2018,2,TEX,AL,1,2,22,0,0,0,2,96,43,23,10,12,18,0.316,6.47,1,5,2,0,153,6,24,0,3,2 +buttrty01,2018,1,LAA,AL,0,1,16,0,0,0,4,49,15,6,0,5,20,0.238,3.31,0,0,0,1,70,4,7,1,1,0 +cahiltr01,2018,1,OAK,AL,7,4,21,20,0,0,0,330,90,46,8,41,100,0.227,3.76,0,8,5,0,450,0,52,3,3,9 +caratvi01,2018,1,CHN,NL,0,0,2,0,0,0,0,6,3,2,1,0,0,0.375,9.00,0,0,0,0,8,0,2,0,0,1 +carlesh01,2018,1,ATL,NL,4,1,53,0,0,0,1,189,50,20,2,27,43,0.221,2.86,7,2,1,0,259,8,22,1,4,9 +carpery01,2018,1,DET,AL,1,2,6,5,0,0,0,67,34,18,8,4,15,0.347,7.25,0,0,3,0,107,0,19,0,2,1 +carraca01,2018,1,CLE,AL,17,10,32,30,2,0,0,576,173,72,21,43,231,0.238,3.38,4,9,6,0,784,1,78,4,5,11 +carroco01,2018,1,BAL,AL,0,2,15,0,0,0,0,51,21,17,6,13,16,0.296,9.00,0,3,0,1,84,3,17,0,0,2 +cashnan01,2018,1,BAL,AL,4,15,28,28,0,0,0,459,177,90,25,65,99,0.291,5.29,3,6,3,0,681,0,97,1,3,13 +castidi01,2018,1,TBA,AL,4,2,43,11,0,0,0,170,36,20,6,18,65,0.178,3.18,0,5,2,1,222,5,21,0,0,1 +castijo03,2018,1,SDN,NL,3,3,37,0,0,0,0,115,23,14,3,12,52,0.170,3.29,1,1,3,0,150,5,14,0,0,0 +castilu02,2018,1,CIN,NL,10,12,31,31,0,0,0,509,158,81,28,49,165,0.245,4.30,1,4,5,2,708,0,89,3,6,13 +castrmi01,2018,1,BAL,AL,2,7,63,1,0,0,0,259,75,38,9,50,57,0.236,3.96,7,9,5,3,376,16,41,0,3,13 +cecilbr01,2018,1,SLN,NL,1,1,40,0,0,0,0,98,39,25,5,25,19,0.302,6.89,5,1,0,0,157,7,27,0,3,3 +cedenxa01,2018,1,CHA,AL,2,0,33,0,0,0,1,76,19,8,1,13,28,0.204,2.84,1,3,0,0,106,4,9,0,0,3 +cedenxa01,2018,2,MIL,NL,0,0,15,0,0,0,0,24,7,1,0,3,6,0.226,1.13,0,1,0,0,34,0,1,0,0,0 +cessalu01,2018,1,NYA,AL,1,4,16,5,0,0,2,134,51,26,5,13,39,0.282,5.24,0,7,0,0,195,6,27,1,0,3 +chacijh01,2018,1,MIL,NL,15,8,35,35,0,0,0,578,153,75,18,71,156,0.220,3.50,3,5,11,0,796,0,83,8,9,12 +chafian01,2018,1,ARI,NL,1,6,77,0,0,0,0,148,41,17,0,25,53,0.227,3.10,1,3,2,0,211,13,18,0,3,3 +chapmar01,2018,1,NYA,AL,3,0,55,0,0,0,32,154,24,14,2,30,93,0.136,2.45,0,9,5,0,212,43,15,0,0,0 +chargjt01,2018,1,LAN,NL,2,4,39,0,0,0,0,97,26,12,4,15,40,0.222,3.34,3,3,2,0,135,4,13,1,0,2 +chatwty01,2018,1,CHN,NL,4,6,24,20,0,0,0,311,92,61,9,95,85,0.245,5.30,1,8,7,0,486,4,62,5,4,15 +chaveje01,2018,1,TEX,AL,3,1,30,0,0,0,1,169,58,22,10,12,50,0.262,3.51,1,1,0,0,234,15,23,0,1,5 +chaveje01,2018,2,CHN,NL,2,1,32,0,0,0,4,117,26,5,3,5,42,0.190,1.15,0,0,0,0,143,11,5,0,1,4 +chenwe02,2018,1,MIA,NL,6,12,26,26,0,0,0,400,131,71,19,47,111,0.256,4.79,6,4,1,1,572,0,75,5,7,6 +chiriyo01,2018,1,TBA,AL,5,5,18,7,0,0,0,269,84,35,7,25,75,0.254,3.51,2,5,5,0,370,2,40,2,7,12 +cimbead01,2018,1,SDN,NL,3,5,42,0,0,0,0,145,42,17,2,10,51,0.237,3.17,3,0,2,0,192,10,19,1,2,6 +cimbead01,2018,2,CLE,AL,0,3,28,0,0,0,0,60,26,9,3,7,7,0.325,4.05,6,1,4,0,92,6,9,1,0,6 +cingrto01,2018,1,LAN,NL,1,2,30,0,0,0,0,68,19,12,2,6,36,0.221,4.76,1,1,3,2,95,2,12,0,0,0 +cishest01,2018,1,CHN,NL,4,3,80,0,0,0,4,211,45,17,5,28,78,0.181,2.18,4,2,9,0,288,10,19,2,1,4 +claudal01,2018,1,TEX,AL,4,2,66,1,0,0,1,205,91,34,4,13,41,0.329,4.48,3,0,3,1,299,20,35,3,3,11 +clevimi01,2018,1,CLE,AL,13,8,32,32,1,1,0,600,164,67,21,67,207,0.223,3.02,0,4,4,0,810,0,71,0,1,15 +clippty01,2018,1,TOR,AL,4,3,73,1,0,0,7,206,57,28,13,23,85,0.223,3.67,0,7,2,0,285,22,29,2,2,1 +cloydty01,2018,1,MIA,NL,0,0,7,0,0,0,0,53,25,17,3,10,13,0.329,8.66,2,1,1,0,87,4,17,0,0,1 +cobbal01,2018,1,BAL,AL,5,15,28,28,1,0,0,457,172,83,24,43,102,0.284,4.90,5,4,4,1,661,0,93,2,6,16 +coleaj01,2018,1,WAS,NL,1,1,4,2,0,0,0,31,16,15,6,6,10,0.356,13.06,0,0,0,0,53,1,15,2,0,0 +coleaj01,2018,2,NYA,AL,3,1,28,0,0,0,0,114,39,18,9,16,49,0.258,4.26,1,2,0,0,168,13,23,0,1,2 +colege01,2018,1,HOU,AL,15,5,32,32,1,1,0,601,143,64,19,64,276,0.198,2.88,0,9,7,0,799,0,68,2,3,11 +colemlo01,2018,1,DET,AL,4,1,51,0,0,0,0,154,43,20,5,24,41,0.235,3.51,2,0,6,0,217,9,21,1,3,9 +coleta01,2018,1,LAA,AL,4,2,18,2,0,0,0,108,20,11,3,12,39,0.169,2.75,0,1,3,0,135,4,11,1,1,6 +colliti01,2018,1,WAS,NL,0,0,38,0,0,0,0,68,23,11,5,12,21,0.264,4.37,0,1,0,0,99,5,11,0,0,3 +colomal01,2018,1,TBA,AL,2,5,23,0,0,0,11,65,24,10,1,8,23,0.273,4.15,1,4,0,0,97,21,12,0,1,2 +colomal01,2018,2,SEA,AL,5,0,47,0,0,0,1,139,35,13,6,13,49,0.207,2.53,1,6,3,1,185,3,14,0,0,4 +colonba01,2018,1,TEX,AL,7,12,28,24,1,0,0,439,172,94,32,25,81,0.291,5.78,1,2,3,0,628,1,97,1,8,6 +conlead01,2018,1,MIA,NL,3,4,52,0,0,0,3,152,37,23,5,18,50,0.207,4.09,1,3,1,0,202,5,25,1,3,7 +conlopj01,2018,1,NYN,NL,0,0,3,2,0,0,0,23,15,7,2,2,5,0.417,8.22,0,0,0,0,38,1,7,0,0,1 +cookry01,2018,1,SEA,AL,2,1,19,0,0,0,0,51,15,10,4,7,23,0.234,5.29,1,2,3,0,76,5,10,1,1,0 +copelsc01,2018,1,NYN,NL,0,0,1,0,0,0,0,4,1,0,0,0,2,0.200,0.00,0,0,0,0,5,0,0,0,0,0 +corbipa01,2018,1,ARI,NL,11,7,33,33,1,1,0,600,162,70,15,48,246,0.218,3.15,3,8,5,0,800,0,70,3,2,11 +corcida01,2018,1,LAN,NL,0,0,2,0,0,0,1,12,2,1,0,3,1,0.143,2.25,0,1,1,0,18,2,2,0,0,0 +cordeji01,2018,1,WAS,NL,1,2,22,0,0,0,0,57,23,12,2,12,12,0.288,5.68,2,0,2,0,94,3,13,0,0,2 +cortene01,2018,1,BAL,AL,0,0,4,0,0,0,0,14,10,4,2,4,3,0.455,7.71,0,0,0,0,26,3,4,0,0,1 +couloda01,2018,1,OAK,AL,1,1,27,0,0,0,0,71,24,12,5,11,26,0.279,4.56,0,2,0,0,98,3,13,0,1,6 +coveydy01,2018,1,CHA,AL,5,14,27,21,0,0,0,365,129,70,13,52,91,0.269,5.18,4,5,2,0,542,2,81,5,3,9 +crickky01,2018,1,PIT,NL,3,2,64,0,0,0,2,181,45,16,3,23,65,0.202,2.39,3,9,7,2,255,13,18,1,1,1 +crockky01,2018,1,CIN,NL,1,0,15,0,0,0,0,28,16,6,1,2,11,0.364,5.79,1,1,0,0,46,2,8,0,0,1 +cruzrh01,2018,1,TOR,AL,0,0,2,0,0,0,0,10,3,1,0,2,4,0.231,2.70,0,1,0,0,15,1,1,0,0,0 +cuetojo01,2018,1,SFN,NL,3,2,9,9,0,0,0,159,46,19,8,13,38,0.238,3.23,0,2,5,0,214,0,19,3,0,6 +cuevawi01,2018,1,BOS,AL,0,2,9,1,0,0,0,51,20,14,3,11,20,0.294,7.41,0,2,4,0,84,3,14,1,0,1 +culbech01,2018,1,ATL,NL,0,0,1,0,0,0,0,3,2,1,0,0,0,0.400,9.00,0,0,0,0,5,1,1,0,0,0 +cumptbr01,2018,1,TOR,AL,0,0,1,0,0,0,0,5,3,1,0,2,2,0.375,5.40,0,0,0,0,10,0,1,0,0,0 +curtijo02,2018,1,MIN,AL,0,1,8,0,0,0,0,19,8,4,0,4,7,0.308,5.68,1,3,0,0,30,2,4,0,0,0 +curtiza01,2018,1,PHI,NL,0,0,7,0,0,0,0,29,6,2,0,10,10,0.188,1.86,1,0,1,0,44,4,2,0,1,1 +curtiza01,2018,2,TEX,AL,0,1,8,0,0,0,0,20,6,7,1,9,8,0.250,9.45,1,2,0,0,35,1,8,0,2,0 +danisty01,2018,1,CHA,AL,1,0,7,0,0,0,0,19,8,5,2,4,5,0.320,7.11,0,0,1,0,31,0,5,0,1,0 +darnach01,2018,1,SFN,NL,0,0,1,0,0,0,0,3,1,0,0,0,0,0.250,0.00,0,0,0,0,4,1,0,0,0,0 +darviyu01,2018,1,CHN,NL,1,3,8,8,0,0,0,120,36,22,7,21,49,0.235,4.95,0,2,4,1,180,0,24,1,1,1 +davidma02,2018,1,CHA,AL,0,0,3,0,0,0,0,9,1,0,0,1,2,0.100,0.00,0,0,0,0,11,3,0,0,0,0 +davieza01,2018,1,MIL,NL,2,7,13,13,0,0,0,198,67,35,8,21,49,0.269,4.77,3,1,4,0,280,0,36,0,5,8 +davisau01,2018,1,PHI,NL,1,2,32,0,0,0,0,104,35,16,4,12,38,0.265,4.15,1,4,2,1,151,10,20,1,4,3 +davisjd01,2018,1,HOU,AL,0,0,1,0,0,0,0,3,1,1,1,0,1,0.250,9.00,0,0,0,0,4,1,1,0,0,0 +daviswa01,2018,1,COL,NL,3,6,69,0,0,0,43,196,43,30,8,26,78,0.185,4.13,0,6,2,0,261,63,31,0,0,4 +deetzde01,2018,1,HOU,AL,0,0,4,0,0,0,0,10,4,2,1,1,3,0.308,5.40,0,0,1,0,15,3,2,0,0,0 +degroja01,2018,1,NYN,NL,10,9,32,32,1,0,0,651,152,41,10,46,269,0.196,1.70,3,2,5,0,835,0,48,3,5,13 +dejonch01,2018,1,MIN,AL,1,1,4,4,0,0,0,53,18,7,3,6,13,0.265,3.57,0,2,0,0,74,0,9,0,0,3 +delarjo01,2018,1,ARI,NL,0,2,42,0,0,0,0,105,37,18,6,19,27,0.278,4.63,3,2,1,2,158,7,19,3,2,8 +delarjo01,2018,2,CHN,NL,0,0,17,0,0,0,1,63,14,3,0,8,20,0.182,1.29,1,0,0,0,85,7,6,0,0,1 +delgara01,2018,1,ARI,NL,2,0,10,0,0,0,0,34,11,6,3,6,5,0.244,4.76,2,2,0,0,51,1,6,0,0,1 +delosen01,2018,1,PHI,NL,1,0,7,2,0,0,0,57,19,10,2,8,15,0.271,4.74,0,1,1,0,81,2,10,1,1,2 +descada01,2018,1,ARI,NL,0,0,2,0,0,0,0,10,4,3,2,1,2,0.286,8.10,0,0,0,0,15,1,3,0,0,0 +desclan01,2018,1,CIN,NL,7,8,21,21,0,0,0,345,118,63,24,30,108,0.266,4.93,2,4,2,0,484,0,68,5,4,7 +despaod01,2018,1,MIA,NL,2,0,11,1,0,0,0,61,22,12,1,8,18,0.278,5.31,1,0,1,0,91,2,16,1,2,2 +despaod01,2018,2,LAA,AL,0,3,8,4,0,0,0,56,30,17,3,11,17,0.361,8.20,0,0,1,0,97,0,18,0,2,2 +detwiro01,2018,1,SEA,AL,0,1,1,0,0,0,0,18,8,3,1,2,2,0.400,4.50,0,0,0,0,23,0,3,0,1,5 +devench02,2018,1,HOU,AL,2,3,50,1,0,0,2,142,42,22,9,13,51,0.236,4.18,1,1,3,1,196,8,23,1,1,3 +diazed04,2018,1,SEA,AL,0,4,73,0,0,0,57,220,41,16,5,17,124,0.160,1.96,0,3,6,1,280,65,17,0,0,2 +diazmi02,2018,1,SDN,NL,1,0,11,0,0,0,0,56,16,10,2,12,30,0.225,4.82,2,1,0,0,85,4,11,0,2,0 +diekmja01,2018,1,TEX,AL,1,1,47,0,0,0,2,117,31,16,2,23,48,0.215,3.69,1,0,3,0,172,10,18,0,2,6 +diekmja01,2018,2,ARI,NL,0,1,24,0,0,0,0,43,18,12,2,8,18,0.300,7.53,1,3,3,0,71,5,15,0,0,1 +dixonbr01,2018,1,CIN,NL,0,0,2,0,0,0,0,4,0,0,0,0,1,0.000,0.00,0,0,0,0,4,2,0,0,0,0 +dominse01,2018,1,PHI,NL,2,5,53,0,0,0,16,174,32,19,4,22,74,0.157,2.95,2,10,4,0,231,24,19,0,1,3 +doolise01,2018,1,WAS,NL,3,3,43,0,0,0,25,135,21,8,3,6,60,0.135,1.60,1,1,2,0,163,35,8,0,0,1 +drakeol01,2018,1,MIL,NL,1,0,11,0,0,0,0,38,14,9,0,8,15,0.286,6.39,1,2,0,0,58,3,9,1,0,2 +drakeol01,2018,2,CLE,AL,0,0,4,0,0,0,0,13,7,6,0,1,4,0.350,12.46,0,0,1,0,22,0,6,0,0,0 +drakeol01,2018,3,LAA,AL,0,1,8,0,0,0,0,26,15,5,2,1,8,0.385,5.19,0,0,0,0,40,6,5,0,0,1 +drakeol01,2018,4,TOR,AL,0,0,2,0,0,0,0,5,4,3,0,0,2,0.444,16.20,0,1,0,0,9,2,3,0,0,0 +drakeol01,2018,5,MIN,AL,0,0,19,0,0,0,0,61,12,5,2,7,22,0.164,2.21,0,2,0,0,80,8,6,0,0,1 +duensbr01,2018,1,CHN,NL,3,0,48,0,0,0,1,113,42,32,6,29,24,0.286,7.65,2,0,1,0,181,7,33,1,3,5 +duffety01,2018,1,MIN,AL,2,2,19,1,0,0,0,75,26,20,6,4,19,0.260,7.20,0,2,1,0,107,4,22,0,2,2 +duffyda01,2018,1,KCA,AL,8,12,28,28,0,0,0,465,161,84,23,70,141,0.264,4.88,1,14,4,0,692,0,86,2,6,6 +dukeza01,2018,1,MIN,AL,3,4,45,0,0,0,0,112,44,15,0,15,39,0.282,3.62,4,3,5,0,178,8,19,1,1,2 +dukeza01,2018,2,SEA,AL,2,1,27,0,0,0,0,44,13,9,1,6,12,0.241,5.52,0,0,1,0,62,3,9,1,0,2 +dullry01,2018,1,OAK,AL,0,0,28,0,0,0,0,76,22,12,3,7,21,0.242,4.26,0,3,0,0,100,3,12,1,1,3 +dunnmi01,2018,1,COL,NL,0,0,25,0,0,0,0,51,22,17,1,18,12,0.344,9.00,0,1,0,0,83,6,17,0,1,4 +dysonsa01,2018,1,SFN,NL,4,3,74,0,0,0,3,211,56,21,5,20,56,0.228,2.69,1,2,3,0,273,16,23,1,3,13 +edwarca01,2018,1,CHN,NL,3,2,58,0,0,0,0,156,36,15,2,32,67,0.190,2.60,1,4,0,0,222,2,17,1,0,2 +edwarjo02,2018,1,CLE,AL,0,0,9,0,0,0,0,26,6,3,2,4,10,0.182,3.12,0,0,0,0,37,0,4,0,0,0 +eflinza01,2018,1,PHI,NL,11,8,24,24,0,0,0,384,130,62,16,37,123,0.261,4.36,4,4,3,0,548,0,69,5,4,5 +eickhje01,2018,1,PHI,NL,0,1,3,1,0,0,0,16,10,4,1,0,11,0.385,6.75,0,0,0,0,26,1,4,0,0,0 +eliasro01,2018,1,SEA,AL,3,1,23,4,0,0,0,153,46,15,1,16,34,0.242,2.65,1,3,1,0,210,13,17,0,3,4 +eovalna01,2018,1,TBA,AL,3,4,10,10,0,0,0,171,48,27,11,8,53,0.225,4.26,1,1,1,0,224,0,27,0,2,5 +eovalna01,2018,2,BOS,AL,3,3,12,11,0,0,0,162,57,20,3,12,48,0.266,3.33,0,3,2,0,231,0,28,1,2,5 +erlinro01,2018,1,SDN,NL,4,7,39,12,0,0,0,327,112,51,12,12,88,0.267,4.21,0,2,0,1,439,8,57,3,5,11 +ervinph01,2018,1,CIN,NL,0,0,1,0,0,0,0,1,0,0,0,0,0,0.000,0.00,0,0,0,0,1,1,0,0,0,0 +estrama01,2018,1,TOR,AL,7,14,28,28,0,0,0,431,155,90,29,50,103,0.274,5.64,0,3,2,0,627,0,91,1,7,5 +familje01,2018,1,NYN,NL,4,4,40,0,0,0,17,122,36,13,1,14,43,0.234,2.88,1,1,2,0,171,29,13,0,1,2 +familje01,2018,2,OAK,AL,4,2,30,0,0,0,1,94,24,12,2,14,40,0.205,3.45,0,1,0,0,131,7,13,0,0,1 +fariaja01,2018,1,TBA,AL,4,4,17,12,0,0,0,195,60,39,9,33,50,0.248,5.40,1,2,3,0,281,1,39,0,3,6 +farmebu01,2018,1,DET,AL,3,4,66,1,0,0,0,208,67,32,6,41,57,0.255,4.15,1,2,1,0,308,12,34,1,2,8 +farquda01,2018,1,CHA,AL,1,1,8,0,0,0,0,24,6,5,3,0,9,0.214,5.63,0,1,0,0,29,0,5,0,1,1 +farrelu01,2018,1,CHN,NL,3,4,20,2,0,0,0,94,30,18,7,16,39,0.244,5.17,2,1,1,0,141,8,22,0,1,1 +feddeer01,2018,1,WAS,NL,2,4,11,11,0,0,0,151,55,31,8,22,46,0.286,5.54,1,0,0,1,217,0,31,1,2,7 +felizmi01,2018,1,PIT,NL,1,2,47,0,0,0,0,143,49,30,6,23,55,0.261,5.66,0,3,3,1,217,7,33,0,3,1 +ferguca01,2018,1,LAN,NL,7,2,29,3,0,0,2,147,43,19,8,12,59,0.230,3.49,1,1,3,0,202,7,21,0,0,4 +fernajo04,2018,1,TOR,AL,0,0,13,0,0,0,0,31,10,7,2,4,6,0.244,6.10,0,0,0,0,45,1,7,0,0,0 +festama01,2018,1,SEA,AL,0,0,8,1,0,0,0,25,13,2,0,2,4,0.351,2.16,0,2,1,0,40,0,2,0,0,0 +fieldjo03,2018,1,LAN,NL,2,2,45,0,0,0,2,123,28,10,4,11,33,0.196,2.20,1,0,0,0,154,10,10,0,0,3 +fieldjo04,2018,1,TBA,AL,0,0,1,0,0,0,0,3,0,0,0,1,0,0.000,0.00,0,0,0,0,4,1,0,0,0,0 +fiersmi01,2018,1,DET,AL,7,6,21,21,0,0,0,357,121,46,20,26,87,0.258,3.48,1,2,5,0,502,0,49,1,1,5 +fiersmi01,2018,2,OAK,AL,5,2,10,9,0,0,0,159,45,22,12,11,52,0.228,3.74,0,2,3,0,212,0,22,0,1,4 +fillmhe01,2018,1,KCA,AL,4,2,17,13,0,0,0,247,78,39,11,32,57,0.255,4.26,0,3,2,1,344,2,41,0,4,12 +finnebr01,2018,1,CIN,NL,0,3,5,5,0,0,0,62,27,17,5,15,14,0.318,7.40,2,1,0,0,103,0,20,0,3,2 +fistedo01,2018,1,TEX,AL,1,7,12,12,0,0,0,198,73,33,11,19,40,0.278,4.50,0,1,6,0,289,0,40,0,1,8 +flaheja01,2018,1,SLN,NL,8,9,28,28,0,0,0,453,108,56,20,59,182,0.199,3.34,3,6,11,0,615,0,59,2,1,14 +flexech01,2018,1,NYN,NL,0,2,4,1,0,0,0,19,14,9,2,6,3,0.424,12.79,1,0,1,0,40,2,13,0,0,1 +floripe01,2018,1,PHI,NL,0,0,2,0,0,0,0,6,1,2,1,1,0,0.143,9.00,0,0,0,0,8,2,2,0,0,0 +florody01,2018,1,CIN,NL,3,2,25,0,0,0,0,109,39,11,2,12,27,0.275,2.72,3,0,0,1,159,13,12,2,3,3 +florody01,2018,2,LAN,NL,3,1,29,0,0,0,0,83,18,5,1,11,31,0.182,1.63,3,1,1,1,112,7,5,1,0,2 +flynnbr01,2018,1,KCA,AL,3,5,48,0,0,0,1,227,87,34,5,35,47,0.295,4.04,3,5,3,0,336,10,37,1,2,16 +foltymi01,2018,1,ATL,NL,13,10,31,31,2,1,0,549,130,58,17,68,202,0.195,2.85,3,7,6,2,744,0,65,2,1,11 +fontwi01,2018,1,LAN,NL,0,2,6,0,0,0,0,31,18,13,5,1,7,0.383,11.32,1,0,0,0,48,6,13,0,0,0 +fontwi01,2018,2,OAK,AL,0,0,4,0,0,0,0,20,13,11,5,4,9,0.394,14.85,0,1,0,0,37,2,11,0,0,0 +fontwi01,2018,3,TBA,AL,2,1,9,5,0,0,0,81,15,5,2,11,20,0.158,1.67,0,0,1,0,107,0,5,0,0,2 +frareca01,2018,1,CHA,AL,0,1,11,0,0,0,0,21,6,4,0,4,9,0.231,5.14,0,1,1,0,31,1,4,0,0,0 +freelky01,2018,1,COL,NL,17,7,33,33,0,0,0,607,182,64,17,70,173,0.240,2.85,2,2,6,0,844,0,64,5,6,24 +freemsa01,2018,1,ATL,NL,3,5,63,0,0,0,0,151,41,24,3,32,58,0.229,4.29,2,4,2,0,216,4,26,1,2,8 +friedma01,2018,1,ATL,NL,1,4,14,5,0,0,0,101,26,11,3,20,44,0.224,2.94,0,2,2,0,142,5,12,2,2,4 +fryja01,2018,1,CHA,AL,2,3,59,1,0,0,4,154,37,25,4,20,70,0.194,4.38,0,5,1,0,214,12,28,2,0,1 +frypa01,2018,1,BAL,AL,1,2,35,0,0,0,2,113,33,14,1,15,36,0.236,3.35,0,3,4,0,159,11,20,0,0,6 +fulmeca01,2018,1,CHA,AL,2,4,9,8,0,0,0,97,37,29,8,24,29,0.280,8.07,0,2,5,1,164,1,32,1,2,1 +fulmemi01,2018,1,DET,AL,3,12,24,24,0,0,0,397,128,69,19,46,110,0.254,4.69,1,1,5,0,558,0,75,1,2,14 +gagnodr01,2018,1,NYN,NL,2,1,5,1,0,0,0,36,15,7,2,5,8,0.319,5.25,0,2,2,0,56,0,11,2,0,2 +gallayo01,2018,1,CIN,NL,0,0,3,0,0,0,0,7,8,8,1,4,2,0.533,30.86,0,0,0,0,19,1,8,0,0,0 +gallayo01,2018,2,TEX,AL,8,8,18,18,0,0,0,276,99,59,13,43,56,0.279,5.77,2,6,2,0,403,0,60,1,1,19 +gallegi01,2018,1,NYA,AL,0,0,4,0,0,0,1,30,10,5,2,3,10,0.278,4.50,0,0,0,0,40,2,5,1,0,1 +gallegi01,2018,2,SLN,NL,0,0,2,0,0,0,0,4,1,0,0,0,2,0.200,0.00,0,0,0,0,5,2,0,0,0,0 +gantjo01,2018,1,SLN,NL,7,6,26,19,0,0,0,342,91,44,9,57,95,0.216,3.47,3,5,2,0,487,1,54,2,4,7 +garcigr01,2018,1,SLN,NL,0,0,1,0,0,0,0,3,1,0,0,0,0,0.333,0.00,0,0,0,0,3,1,0,0,0,1 +garcija01,2018,1,OAK,AL,0,0,26,0,0,0,1,94,18,11,0,20,22,0.170,3.16,0,4,4,0,132,12,11,0,2,3 +garcija02,2018,1,TOR,AL,3,6,25,13,0,0,0,223,76,49,13,38,69,0.261,5.93,1,6,3,1,335,3,53,1,2,6 +garcija02,2018,2,CHN,NL,0,1,8,1,0,0,0,23,6,4,0,6,4,0.222,4.70,1,1,0,0,34,1,4,1,0,1 +garcija04,2018,1,MIA,NL,3,3,29,7,0,0,0,198,59,36,16,28,40,0.239,4.91,3,0,0,2,278,3,37,1,2,8 +garcilu03,2018,1,PHI,NL,3,1,59,0,0,0,1,138,49,31,4,18,51,0.271,6.07,1,7,4,0,204,7,31,0,1,5 +garciyi01,2018,1,LAN,NL,1,2,25,0,0,0,0,67,29,14,7,4,19,0.305,5.64,1,0,2,0,101,3,18,0,0,0 +gardeni01,2018,1,TEX,AL,0,0,3,0,0,0,0,15,7,2,0,0,4,0.333,3.60,0,0,1,0,23,1,2,0,1,0 +garream01,2018,1,CIN,NL,1,2,66,0,0,0,0,189,56,30,8,25,71,0.239,4.29,3,3,3,0,264,7,30,1,1,7 +garvemi01,2018,1,MIN,AL,0,0,1,0,0,0,0,3,1,0,0,0,0,0.250,0.00,0,0,0,0,4,1,0,0,0,0 +gausmke01,2018,1,BAL,AL,5,8,21,21,0,0,0,372,139,61,21,32,104,0.281,4.43,0,6,5,0,534,0,62,0,2,11 +gausmke01,2018,2,ATL,NL,5,3,10,10,0,0,0,179,50,19,5,18,44,0.227,2.87,1,0,2,0,242,0,23,0,2,4 +gavigsa01,2018,1,TOR,AL,3,10,26,24,0,0,0,371,140,73,21,38,105,0.281,5.31,1,6,4,2,548,1,77,4,4,3 +gearrco01,2018,1,SFN,NL,1,1,35,0,0,0,1,90,33,14,5,13,31,0.275,4.20,1,0,3,0,137,8,14,1,0,2 +gearrco01,2018,2,TEX,AL,1,0,21,0,0,0,0,64,13,6,2,6,20,0.176,2.53,0,1,2,0,82,3,6,0,0,2 +gearrco01,2018,3,OAK,AL,0,0,6,0,0,0,0,18,10,4,0,2,2,0.385,6.00,0,3,1,0,29,1,4,0,0,0 +germado01,2018,1,NYA,AL,2,6,21,14,0,0,0,257,81,53,15,33,102,0.242,5.57,0,7,5,1,375,2,55,0,2,2 +gibsoky01,2018,1,MIN,AL,10,13,32,32,0,0,0,590,177,79,23,79,179,0.241,3.62,2,8,4,0,826,0,88,3,7,23 +gileske01,2018,1,HOU,AL,0,2,34,0,0,0,12,92,36,17,2,3,31,0.286,4.99,0,1,0,0,129,24,17,0,0,2 +gileske01,2018,2,TOR,AL,0,1,21,0,0,0,14,59,18,9,4,4,22,0.234,4.12,0,1,1,0,83,18,11,1,0,1 +gilmase01,2018,1,BAL,AL,1,1,12,0,0,0,0,81,23,9,4,11,15,0.230,3.00,0,0,2,0,113,2,9,0,0,4 +gimench01,2018,1,CHN,NL,0,0,1,0,0,0,0,3,2,3,1,1,1,0.400,27.00,0,0,0,0,6,1,3,0,0,0 +gimench01,2018,2,MIN,AL,0,0,1,0,0,0,0,3,6,5,2,0,1,0.667,45.00,0,0,0,0,9,1,5,0,0,0 +giolilu01,2018,1,CHA,AL,10,13,32,32,0,0,0,520,166,118,27,90,125,0.250,6.13,2,13,15,0,775,0,123,1,5,15 +givenmy01,2018,1,BAL,AL,0,7,69,0,0,0,9,230,61,34,4,30,79,0.218,3.99,4,4,3,0,317,32,37,1,3,4 +glasnty01,2018,1,PIT,NL,1,2,34,0,0,0,0,168,47,27,5,34,72,0.226,4.34,2,7,1,1,243,9,28,0,0,5 +glasnty01,2018,2,TBA,AL,1,5,11,11,0,0,0,167,42,26,10,19,64,0.208,4.20,1,5,3,1,225,0,27,0,1,2 +gloveko01,2018,1,WAS,NL,1,3,21,0,0,0,1,49,13,6,1,10,9,0.217,3.31,1,0,0,0,71,6,6,0,1,1 +godleza01,2018,1,ARI,NL,15,11,33,32,0,0,0,535,177,94,16,81,185,0.260,4.74,2,17,12,1,791,0,103,8,8,14 +goedder01,2018,1,SEA,AL,2,0,5,0,0,0,0,22,4,1,0,5,9,0.167,1.23,1,2,0,0,29,4,1,0,0,2 +goedder01,2018,2,LAN,NL,1,0,26,0,0,0,0,88,22,11,4,15,35,0.202,3.38,2,1,1,0,126,4,11,0,1,0 +goharlu01,2018,1,ATL,NL,0,1,9,1,0,0,1,59,16,13,3,8,18,0.222,5.95,0,0,0,0,82,3,13,1,1,0 +gombeau01,2018,1,SLN,NL,6,2,29,11,0,0,0,225,81,37,7,32,67,0.277,4.44,4,3,4,1,334,1,40,4,2,8 +gomezca01,2018,1,TBA,AL,0,0,1,0,0,0,0,1,0,3,0,4,0,0.000,81.00,0,0,0,2,5,0,3,0,0,0 +gomezje01,2018,1,CHA,AL,0,2,26,0,0,0,0,75,29,13,3,10,27,0.293,4.68,1,0,1,0,114,5,15,1,3,0 +gomezro01,2018,1,SFN,NL,1,0,5,0,0,0,0,28,20,8,0,1,8,0.426,7.71,0,0,1,0,49,2,11,0,0,0 +gonsast01,2018,1,MIN,AL,2,2,7,4,0,0,0,74,28,18,2,22,16,0.283,6.57,0,2,1,0,122,0,22,0,0,2 +gonzagi01,2018,1,WAS,NL,7,11,27,27,0,0,0,437,153,74,15,70,126,0.272,4.57,2,4,2,0,646,0,77,3,8,11 +gonzagi01,2018,2,MIL,NL,3,0,5,5,0,0,0,76,14,6,2,10,22,0.157,2.13,0,1,0,0,100,0,7,0,1,1 +gonzama02,2018,1,SEA,AL,13,9,29,29,1,0,0,500,172,74,17,32,145,0.267,4.00,0,2,6,0,686,0,76,1,4,23 +gonzame01,2018,1,MIA,NL,2,1,8,1,0,0,0,66,31,14,4,8,19,0.326,5.73,1,0,0,0,103,3,14,0,0,2 +gonzami03,2018,1,CHA,AL,0,3,3,3,0,0,0,37,24,17,4,6,5,0.400,12.41,0,1,0,0,66,0,18,0,0,0 +goodyni01,2018,1,CLE,AL,0,2,12,0,0,0,0,35,15,9,4,5,12,0.288,6.94,1,1,1,0,58,1,9,0,0,0 +gosseda01,2018,1,OAK,AL,0,3,5,5,0,0,0,73,25,14,5,8,12,0.269,5.18,0,1,1,0,102,0,14,0,0,3 +gotttr01,2018,1,WAS,NL,0,2,20,0,0,0,0,57,19,12,4,10,15,0.271,5.68,1,2,2,0,84,5,13,0,2,3 +gracema02,2018,1,WAS,NL,1,1,56,0,0,0,0,179,55,19,5,13,48,0.240,2.87,2,1,2,0,247,12,22,1,2,4 +gravebr01,2018,1,MIA,NL,1,1,21,0,0,0,1,100,41,20,3,12,21,0.311,5.40,2,1,4,0,148,16,22,0,0,7 +graveke01,2018,1,OAK,AL,1,5,7,7,0,0,0,103,44,29,9,13,27,0.306,7.60,0,2,1,0,158,0,32,0,0,3 +grayjo02,2018,1,COL,NL,12,9,31,31,0,0,0,517,180,98,27,52,183,0.266,5.12,1,6,6,2,743,0,102,4,3,12 +grayso01,2018,1,NYA,AL,11,9,30,23,0,0,0,391,138,71,14,57,123,0.270,4.90,0,9,8,1,582,2,73,1,5,6 +greench03,2018,1,NYA,AL,8,3,63,0,0,0,0,227,64,21,9,15,94,0.229,2.50,2,3,1,0,298,3,22,0,3,2 +greensh02,2018,1,DET,AL,4,6,66,0,0,0,32,190,68,36,12,19,65,0.268,5.12,1,3,3,0,279,58,39,0,3,3 +gregelu01,2018,1,SLN,NL,0,0,17,0,0,0,0,38,14,10,2,6,12,0.275,7.11,0,2,0,1,57,4,10,0,0,2 +greinza01,2018,1,ARI,NL,15,11,33,33,0,0,0,623,181,74,28,43,199,0.231,3.21,3,4,6,0,839,0,77,3,3,7 +grimmju01,2018,1,KCA,AL,1,3,16,0,0,0,0,38,17,19,2,14,8,0.347,13.50,1,1,0,0,67,3,19,2,2,2 +grimmju01,2018,2,SEA,AL,0,0,5,0,0,0,0,14,2,1,1,0,3,0.133,1.93,0,0,0,0,16,2,1,0,1,0 +gsellro01,2018,1,NYN,NL,6,3,68,0,0,0,13,240,76,38,8,28,70,0.250,4.28,6,1,5,0,345,24,44,3,5,7 +guduare01,2018,1,HOU,AL,0,0,3,0,0,0,0,10,1,1,1,0,4,0.091,2.70,0,0,0,0,11,2,1,0,0,0 +guerrja01,2018,1,MIA,NL,1,1,32,0,0,0,1,107,42,22,4,12,30,0.292,5.55,2,3,3,0,162,12,27,2,1,3 +guerrju02,2018,1,MIL,NL,6,9,31,26,0,0,0,423,143,64,19,55,136,0.264,4.09,0,11,4,0,611,1,74,5,4,10 +guerrta01,2018,1,MIA,NL,1,3,60,0,0,0,0,174,64,35,8,30,68,0.275,5.43,1,8,3,0,268,11,40,0,1,3 +guerrta02,2018,1,TOR,AL,0,0,9,0,0,0,0,29,9,5,1,4,8,0.243,4.66,0,2,3,0,44,5,5,0,0,1 +guilmpr01,2018,1,SLN,NL,0,1,2,0,0,0,0,6,7,5,2,0,3,0.583,22.50,0,1,0,0,13,0,5,0,1,0 +guilmpr01,2018,2,TOR,AL,0,0,6,0,0,0,0,24,11,8,4,4,5,0.324,9.00,1,0,0,0,39,2,8,1,0,0 +guyerbr01,2018,1,CLE,AL,0,0,1,0,0,0,0,3,0,0,0,0,0,0.000,0.00,0,0,0,0,3,1,0,0,0,0 +gyorkje01,2018,1,SLN,NL,0,0,1,0,0,0,0,3,2,1,1,0,0,0.400,9.00,0,0,1,0,6,1,1,0,0,0 +haderjo01,2018,1,MIL,NL,6,1,55,0,0,0,12,244,36,22,9,30,143,0.132,2.43,0,0,1,1,306,14,23,1,2,1 +haleda02,2018,1,NYA,AL,0,0,1,0,0,0,0,6,3,0,0,0,3,0.333,0.00,0,0,0,0,9,1,0,0,0,0 +haleda02,2018,2,MIN,AL,0,0,1,0,0,0,0,9,4,4,1,4,2,0.333,12.00,0,0,0,0,16,0,4,0,0,1 +haleda02,2018,3,NYA,AL,0,0,2,0,0,0,0,26,9,3,2,1,3,0.257,3.12,0,0,1,0,37,0,3,0,0,0 +haleyju01,2018,1,BOS,AL,0,0,4,0,0,0,0,23,10,4,2,3,0,0.323,4.70,0,0,0,0,35,3,4,0,1,0 +hallma02,2018,1,DET,AL,0,0,5,0,0,0,0,24,19,13,1,3,5,0.452,14.63,0,2,1,0,48,2,16,0,2,0 +hamelco01,2018,1,TEX,AL,5,9,20,20,0,0,0,343,115,60,23,42,114,0.258,4.72,0,6,12,2,502,0,70,0,3,14 +hamelco01,2018,2,CHN,NL,4,3,12,12,1,0,0,229,61,20,6,23,74,0.226,2.36,0,1,7,1,304,0,23,1,1,12 +hamilia01,2018,1,CHA,AL,1,2,10,0,0,0,0,24,6,4,2,2,5,0.207,4.50,0,0,1,0,33,3,5,0,1,1 +hammeja01,2018,1,KCA,AL,4,14,39,18,0,0,0,381,168,85,18,39,92,0.315,6.02,4,3,3,0,583,14,91,2,5,6 +hancoju01,2018,1,CHN,NL,0,0,10,0,0,0,0,37,5,2,1,9,11,0.125,1.46,0,0,0,0,49,6,2,0,0,1 +handbr01,2018,1,SDN,NL,2,4,41,0,0,0,24,133,33,15,5,15,65,0.202,3.05,1,1,7,0,186,31,21,1,0,4 +handbr01,2018,2,CLE,AL,0,1,28,0,0,0,8,83,19,7,3,13,41,0.192,2.28,1,1,2,0,115,11,7,1,0,2 +hanhoer01,2018,1,NYN,NL,0,0,3,0,0,0,0,7,4,2,0,1,2,0.364,7.71,0,0,1,0,13,0,2,0,0,0 +happia01,2018,1,CHN,NL,0,0,1,0,0,0,0,3,1,0,0,0,0,0.250,0.00,0,0,0,0,4,1,0,0,0,0 +happja01,2018,1,TOR,AL,10,6,20,20,0,0,0,342,99,53,17,35,130,0.229,4.18,0,1,4,0,475,0,61,1,1,9 +happja01,2018,2,NYA,AL,7,0,11,11,0,0,0,191,51,19,10,16,63,0.217,2.69,0,3,5,1,258,0,20,1,1,5 +hardybl01,2018,1,DET,AL,4,5,30,13,0,0,1,258,79,34,10,22,66,0.245,3.56,1,2,2,0,351,5,37,1,4,7 +harriwi02,2018,1,HOU,AL,5,3,61,0,0,0,0,170,48,22,3,14,64,0.226,3.49,1,6,2,0,230,11,22,1,1,4 +hartdo01,2018,1,BAL,AL,0,0,20,0,0,0,0,58,31,12,2,12,13,0.360,5.59,0,0,0,0,99,3,13,0,1,1 +harvema01,2018,1,NYN,NL,0,2,8,4,0,0,0,81,33,21,6,9,20,0.303,7.00,0,1,1,0,123,2,21,2,2,2 +harvema01,2018,2,CIN,NL,7,7,24,24,0,0,0,384,132,64,21,28,111,0.264,4.50,2,1,5,1,540,0,66,4,3,8 +hatchch02,2018,1,OAK,AL,3,3,34,0,0,0,0,109,43,20,7,17,30,0.289,4.95,1,0,1,0,167,14,23,0,0,3 +hauscmi01,2018,1,TOR,AL,1,1,2,1,0,0,0,25,7,4,0,4,5,0.241,4.32,0,0,2,0,36,0,4,0,1,2 +heanean01,2018,1,LAA,AL,9,10,30,30,1,1,0,540,171,83,27,45,180,0.248,4.15,0,9,8,0,749,0,91,2,5,17 +hellije01,2018,1,WAS,NL,5,3,19,19,0,0,0,274,78,35,11,20,65,0.230,3.45,1,2,8,1,370,0,41,2,1,9 +hembrhe01,2018,1,BOS,AL,4,1,67,0,0,0,0,180,53,28,10,27,76,0.233,4.20,1,4,1,1,260,10,30,0,5,2 +hendrky01,2018,1,CHN,NL,14,11,33,33,0,0,0,597,184,76,22,44,161,0.247,3.44,4,0,9,0,812,0,82,7,7,18 +hendrli01,2018,1,OAK,AL,0,1,25,8,0,0,0,72,25,11,3,10,22,0.272,4.13,0,1,1,0,104,1,11,0,1,2 +hernada01,2018,1,CIN,NL,5,2,57,0,0,0,0,192,46,18,6,17,65,0.200,2.53,1,3,5,2,254,6,20,2,0,5 +hernael01,2018,1,MIA,NL,2,7,32,6,0,0,0,197,68,38,11,27,45,0.272,5.21,3,1,2,1,284,6,38,3,2,5 +hernaen02,2018,1,LAN,NL,0,1,1,0,0,0,0,1,1,3,1,2,0,0.500,81.00,0,0,0,0,4,1,3,0,0,0 +hernafe02,2018,1,SEA,AL,8,14,29,28,0,0,0,467,159,96,27,59,125,0.262,5.55,0,11,12,0,685,0,107,3,4,16 +herreke01,2018,1,KCA,AL,1,1,27,0,0,0,14,77,19,3,2,2,22,0.207,1.05,0,0,0,0,95,21,3,1,0,3 +herreke01,2018,2,WAS,NL,1,2,21,0,0,0,3,56,24,9,4,8,16,0.304,4.34,0,0,1,1,89,11,9,0,0,1 +hessda01,2018,1,BAL,AL,3,10,21,19,0,0,0,310,106,56,22,37,74,0.262,4.88,2,3,8,1,454,1,64,1,4,6 +hicksjo03,2018,1,SLN,NL,3,4,73,0,0,0,6,233,59,31,2,45,70,0.208,3.59,2,9,8,0,339,20,33,0,2,12 +hildetr01,2018,1,MIN,AL,4,6,73,0,0,0,7,219,75,44,12,26,70,0.263,5.42,9,2,2,0,319,20,46,3,3,4 +hillri01,2018,1,LAN,NL,11,5,25,24,0,0,0,398,108,54,20,41,150,0.219,3.66,3,2,8,1,547,0,57,4,1,4 +hillti01,2018,1,KCA,AL,1,4,70,0,0,0,2,137,46,23,4,14,42,0.257,4.53,0,0,2,0,198,9,28,2,1,4 +hiranyo01,2018,1,ARI,NL,4,3,75,0,0,0,3,199,49,18,6,23,59,0.209,2.44,4,6,2,1,262,10,22,1,1,14 +hoffmje02,2018,1,COL,NL,0,0,6,1,0,0,0,26,15,9,0,7,5,0.405,9.35,1,1,0,0,44,1,9,0,0,3 +holadbr01,2018,1,MIA,NL,0,0,2,0,0,0,0,6,4,3,1,0,1,0.400,13.50,0,0,0,0,10,2,3,0,0,0 +holdejo02,2018,1,NYA,AL,1,3,60,1,0,0,0,198,53,23,4,19,60,0.214,3.14,3,1,1,0,272,14,27,2,2,2 +hollade01,2018,1,SFN,NL,7,9,36,30,0,0,0,514,154,68,19,67,169,0.241,3.57,6,2,4,1,727,1,74,9,7,12 +hollagr01,2018,1,SLN,NL,0,2,32,0,0,0,0,75,34,22,1,22,22,0.312,7.92,2,0,0,0,132,7,28,1,0,1 +hollagr01,2018,2,WAS,NL,2,0,24,0,0,0,3,64,9,2,1,10,25,0.130,0.84,0,0,1,0,80,6,2,0,0,3 +holmecl01,2018,1,PIT,NL,1,3,11,4,0,0,0,79,30,20,2,23,21,0.291,6.84,1,4,2,0,129,6,21,0,1,4 +hoovejj01,2018,1,MIL,NL,0,1,2,0,0,0,0,4,4,3,1,2,0,0.500,20.25,0,0,0,0,10,2,3,0,0,0 +housead01,2018,1,MIL,NL,0,0,7,0,0,0,0,41,13,5,0,7,8,0.255,3.29,0,1,1,0,59,5,5,0,0,3 +howarsa01,2018,1,COL,NL,0,0,4,0,0,0,0,12,5,1,0,3,1,0.313,2.25,0,0,1,0,20,4,1,0,0,1 +hoytja01,2018,1,HOU,AL,0,0,1,0,0,0,0,1,1,0,0,1,0,0.500,0.00,0,0,0,0,3,0,0,0,0,0 +huch02,2018,1,TBA,AL,0,0,5,0,0,0,0,39,7,6,2,3,12,0.149,4.15,0,0,0,0,50,3,6,0,0,0 +hudsoda01,2018,1,LAN,NL,3,2,40,1,0,0,0,138,38,21,6,18,44,0.217,4.11,1,3,4,0,197,11,25,0,0,3 +hudsoda02,2018,1,SLN,NL,4,1,26,0,0,0,0,82,19,8,0,18,19,0.196,2.63,0,2,1,0,118,2,9,0,2,3 +hugheja02,2018,1,CIN,NL,4,3,72,0,0,0,7,236,57,17,4,23,59,0.212,1.94,2,5,2,0,298,23,17,1,3,13 +hugheph01,2018,1,MIN,AL,0,0,7,2,0,0,0,36,14,9,4,5,8,0.292,6.75,1,0,1,0,55,4,9,0,1,0 +hugheph01,2018,2,SDN,NL,0,0,16,0,0,0,0,62,30,14,7,5,24,0.326,6.10,0,0,0,0,97,10,14,0,0,0 +hunteto02,2018,1,PHI,NL,5,4,65,0,0,0,4,192,65,27,6,15,51,0.260,3.80,1,1,3,0,270,10,28,1,1,5 +hutchdr01,2018,1,PHI,NL,1,1,11,0,0,0,0,64,21,11,4,13,19,0.273,4.64,0,4,1,0,94,6,11,1,2,4 +hutchdr01,2018,2,TEX,AL,1,1,5,5,0,0,0,64,29,21,5,13,12,0.333,8.86,0,1,1,0,105,0,21,2,2,1 +iglesra01,2018,1,CIN,NL,2,5,66,0,0,0,30,216,52,19,12,25,80,0.199,2.38,2,2,2,0,291,57,22,1,2,4 +infangr01,2018,1,CHA,AL,1,1,10,0,0,0,0,27,12,8,0,8,6,0.364,8.00,2,1,0,0,42,1,8,0,1,2 +jacksed01,2018,1,OAK,AL,6,3,17,17,0,0,0,276,75,34,12,37,68,0.221,3.33,1,5,2,1,381,0,37,2,1,5 +jackslu01,2018,1,ATL,NL,1,2,35,0,0,0,1,122,41,20,3,21,46,0.259,4.43,3,6,2,1,184,11,22,1,2,1 +jamesjo02,2018,1,HOU,AL,2,0,6,3,0,0,0,69,15,6,3,7,29,0.183,2.35,0,0,2,0,91,0,6,0,0,2 +janseke01,2018,1,LAN,NL,1,5,69,0,0,0,38,215,54,24,13,17,82,0.201,3.01,1,0,2,2,289,59,28,0,1,2 +jeffrje01,2018,1,MIL,NL,8,1,73,0,0,0,15,230,49,11,5,27,89,0.182,1.29,4,4,1,0,299,24,12,1,1,7 +jennida01,2018,1,MIL,NL,4,5,72,1,0,0,1,193,66,23,6,23,45,0.275,3.22,1,2,1,1,271,11,27,4,3,10 +jepseke01,2018,1,TEX,AL,0,3,21,0,0,0,0,50,15,11,4,11,8,0.238,5.94,1,0,1,0,77,3,13,1,1,5 +jerezwi01,2018,1,LAA,AL,0,0,17,0,0,0,0,45,17,10,3,8,15,0.270,6.00,0,2,0,0,71,1,14,0,0,0 +jewelja01,2018,1,LAA,AL,0,1,3,0,0,0,0,6,2,2,0,1,1,0.250,9.00,0,1,2,0,11,1,2,0,0,0 +jimenjo02,2018,1,DET,AL,5,4,68,0,0,0,3,188,53,30,5,22,78,0.222,4.31,3,3,3,0,267,17,34,0,2,2 +johnsbr02,2018,1,BOS,AL,4,5,38,13,0,0,0,298,104,46,16,38,87,0.263,4.17,0,1,1,0,434,10,49,0,0,6 +johnsdj01,2018,1,COL,NL,1,0,7,0,0,0,0,19,6,3,0,2,9,0.240,4.26,0,0,0,0,27,3,3,0,0,0 +johnsji04,2018,1,LAA,AL,5,3,62,1,0,0,2,190,64,27,9,22,45,0.268,3.84,1,5,1,0,268,14,38,2,4,8 +johnspi01,2018,1,SFN,NL,3,2,37,0,0,0,0,131,38,27,5,22,36,0.236,5.56,1,1,0,0,186,7,27,1,2,3 +jonesna01,2018,1,CHA,AL,2,2,33,0,0,0,5,90,28,10,4,15,32,0.239,3.00,0,2,3,0,137,15,14,1,1,2 +junisja01,2018,1,KCA,AL,9,12,30,30,1,0,0,531,182,86,32,43,164,0.265,4.37,1,9,15,0,758,0,94,4,8,11 +juradar01,2018,1,TEX,AL,5,5,12,8,0,0,0,164,66,36,7,18,22,0.297,5.93,1,0,0,0,241,0,36,1,0,6 +kahnlto01,2018,1,NYA,AL,2,0,24,0,0,0,1,70,23,17,3,15,30,0.256,6.56,0,2,0,0,107,7,22,0,2,2 +kelake01,2018,1,TEX,AL,3,3,38,0,0,0,24,110,28,14,3,14,44,0.206,3.44,1,4,0,2,152,31,14,1,1,1 +kelake01,2018,2,PIT,NL,0,1,16,0,0,0,0,46,10,5,2,5,22,0.182,2.93,1,2,0,0,60,5,5,0,0,0 +kellebr01,2018,1,KCA,AL,9,6,41,20,1,0,0,421,133,48,7,50,96,0.252,3.08,1,8,2,0,583,2,50,0,3,18 +kellesh01,2018,1,WAS,NL,1,0,35,0,0,0,0,97,26,12,7,5,32,0.215,3.34,1,0,1,0,128,12,12,0,1,0 +kellesh01,2018,2,OAK,AL,1,0,19,0,0,0,0,50,7,4,0,6,18,0.127,2.16,2,2,0,0,62,3,4,0,1,0 +kellyca01,2018,1,SFN,NL,0,3,7,3,0,0,0,71,28,8,3,5,16,0.292,3.04,1,0,1,1,104,4,10,0,2,1 +kellyjo05,2018,1,BOS,AL,4,2,73,0,0,0,2,197,57,32,4,32,68,0.234,4.39,0,4,5,0,285,9,34,0,4,6 +kennebr02,2018,1,SDN,NL,1,2,6,6,0,0,0,80,36,20,6,12,18,0.330,6.75,1,1,2,0,128,0,20,4,1,1 +kenneia01,2018,1,KCA,AL,3,9,22,22,0,0,0,359,125,62,20,40,105,0.265,4.66,2,4,1,0,518,0,66,4,2,6 +kershcl01,2018,1,LAN,NL,9,5,26,26,0,0,0,484,139,49,17,29,155,0.227,2.73,0,10,2,0,650,0,55,3,2,8 +keuchda01,2018,1,HOU,AL,12,11,34,34,1,0,0,614,211,85,18,58,153,0.263,3.74,0,9,2,0,874,0,92,3,9,18 +kiekhde01,2018,1,OAK,AL,0,0,4,0,0,0,0,6,7,4,1,1,1,0.583,18.00,1,1,0,0,14,0,4,1,0,0 +kimbrcr01,2018,1,BOS,AL,5,1,63,0,0,0,42,187,31,19,7,31,96,0.146,2.74,0,7,2,0,247,57,19,1,0,2 +kingesc01,2018,1,PHI,NL,0,0,1,0,0,0,0,4,4,2,0,0,0,0.500,13.50,0,0,0,0,8,1,2,0,0,0 +kinghni01,2018,1,PIT,NL,5,7,18,15,0,0,0,228,79,44,18,26,69,0.259,5.21,3,3,5,1,342,1,50,4,2,2 +kinlety01,2018,1,MIN,AL,0,0,4,0,0,0,0,10,9,9,2,4,4,0.474,24.30,0,2,0,0,23,3,9,0,0,0 +kinlety01,2018,2,MIA,NL,0,0,9,0,0,0,0,23,6,6,0,4,9,0.207,7.04,2,1,1,0,34,1,6,0,0,0 +kintzbr01,2018,1,WAS,NL,1,2,45,0,0,0,2,128,40,17,2,13,31,0.253,3.59,3,1,3,0,175,8,17,1,0,5 +kintzbr01,2018,2,CHN,NL,2,1,25,0,0,0,0,54,27,14,3,9,12,0.355,7.00,2,0,1,0,88,7,14,0,2,2 +kittran01,2018,1,TBA,AL,3,2,33,3,0,0,0,115,54,33,7,17,30,0.338,7.75,5,1,1,0,181,4,34,1,2,5 +klubeco01,2018,1,CLE,AL,20,7,33,33,2,1,0,645,179,69,25,34,222,0.223,2.89,0,2,3,0,842,0,75,2,2,16 +knebeco01,2018,1,MIL,NL,4,3,57,0,0,0,16,166,38,22,7,22,88,0.194,3.58,0,0,4,0,223,29,23,0,1,3 +kochma01,2018,1,ARI,NL,5,5,19,14,0,0,0,260,88,40,19,22,50,0.267,4.15,1,3,6,0,360,4,43,2,1,18 +kolarad01,2018,1,TBA,AL,1,0,31,0,0,0,2,103,38,15,0,5,19,0.284,3.93,1,0,1,0,141,5,15,0,1,5 +kontoge01,2018,1,PIT,NL,2,3,21,0,0,0,1,59,23,11,4,5,9,0.295,5.03,0,0,3,0,89,6,12,1,2,0 +kontoge01,2018,2,CLE,AL,0,0,6,0,0,0,0,16,3,2,1,2,4,0.158,3.38,0,1,0,0,21,4,2,0,0,0 +kontoge01,2018,3,NYA,AL,0,0,1,0,0,0,0,5,1,0,0,0,2,0.167,0.00,0,0,0,0,6,0,0,0,0,0 +kopecmi01,2018,1,CHA,AL,1,1,4,4,0,0,0,43,20,8,4,2,15,0.328,5.02,0,1,5,0,68,0,8,0,0,1 +kratzer01,2018,1,MIL,NL,0,0,3,0,0,0,0,9,3,1,0,1,2,0.300,3.00,0,0,0,0,12,3,2,0,1,1 +krehbjo01,2018,1,ARI,NL,0,0,2,0,0,0,0,9,1,0,0,2,0,0.100,0.00,0,0,0,0,12,1,0,0,0,0 +krolia01,2018,1,LAA,AL,0,0,1,0,0,0,0,6,1,0,0,1,2,0.143,0.00,0,0,0,0,8,0,0,0,0,0 +kuhlch01,2018,1,PIT,NL,5,5,16,16,0,0,0,255,89,43,14,33,81,0.275,4.55,1,7,4,0,373,0,47,6,6,5 +lamarry01,2018,1,MIN,AL,0,0,1,0,0,0,0,2,1,1,1,0,0,0.333,13.50,0,0,0,0,3,1,1,0,0,0 +lambjo02,2018,1,LAA,AL,0,1,3,3,0,0,0,30,15,8,4,4,11,0.326,7.20,1,0,0,0,50,0,10,0,0,0 +lasteto01,2018,1,CHN,NL,0,0,1,0,0,0,0,4,3,1,1,0,0,0.500,6.75,0,0,0,0,6,0,1,0,0,1 +lauerer01,2018,1,SDN,NL,6,7,23,23,0,0,0,336,127,54,15,46,100,0.285,4.34,2,2,6,1,504,0,61,4,2,7 +lawde01,2018,1,SFN,NL,1,0,7,0,0,0,0,40,16,11,2,8,12,0.286,7.43,0,1,1,0,66,4,13,0,1,1 +lawreca01,2018,1,SEA,AL,1,0,11,0,0,0,0,70,28,19,2,10,14,0.298,7.33,1,1,2,0,106,5,19,0,0,5 +leakemi01,2018,1,SEA,AL,10,10,31,31,0,0,0,557,207,90,23,34,119,0.280,4.36,3,2,6,0,784,0,98,1,3,24 +leblawa01,2018,1,SEA,AL,9,5,32,27,0,0,0,486,151,67,24,40,130,0.246,3.72,1,1,3,0,662,5,74,1,4,8 +leclejo01,2018,1,TEX,AL,2,3,59,0,0,0,12,173,24,10,1,25,85,0.126,1.56,1,2,3,0,223,21,16,4,0,2 +leitema02,2018,1,PHI,NL,0,1,12,0,0,0,0,50,22,10,5,8,13,0.297,5.40,2,0,1,0,84,2,17,0,1,0 +leitema02,2018,2,TOR,AL,0,0,8,0,0,0,0,20,13,10,2,4,9,0.394,13.50,1,2,1,0,39,2,11,0,1,0 +leonedo01,2018,1,SLN,NL,1,2,29,0,0,0,0,72,27,12,3,8,26,0.287,4.50,3,0,0,0,106,8,12,1,3,1 +lestejo01,2018,1,CHN,NL,18,6,32,32,0,0,0,545,174,67,24,64,149,0.256,3.32,1,4,6,0,761,0,75,7,3,15 +lewicar01,2018,1,DET,AL,0,2,13,3,0,0,0,116,48,21,4,14,30,0.320,4.89,1,0,1,0,170,6,24,0,5,4 +liberad01,2018,1,LAN,NL,2,1,17,0,0,0,0,39,10,4,1,8,12,0.227,2.77,0,0,1,0,54,4,4,1,0,2 +liriafr01,2018,1,DET,AL,5,12,27,26,0,0,0,401,127,68,19,73,110,0.252,4.58,0,9,5,0,586,0,84,0,5,16 +litteza01,2018,1,MIN,AL,0,2,8,2,0,0,0,61,25,14,3,11,14,0.298,6.20,0,0,4,0,101,1,17,1,1,2 +livelbe01,2018,1,PHI,NL,0,2,5,5,0,0,0,71,34,18,4,10,22,0.337,6.85,1,0,3,0,115,0,18,0,1,2 +livelbe01,2018,2,KCA,AL,0,1,5,0,0,0,0,20,7,1,0,5,5,0.280,1.35,0,0,0,0,30,1,1,0,0,1 +loaisjo01,2018,1,NYA,AL,2,0,9,4,0,0,0,74,26,14,3,12,33,0.271,5.11,0,0,0,0,108,2,17,0,0,4 +lockean01,2018,1,SDN,NL,0,3,4,3,0,0,0,45,22,16,4,10,12,0.333,9.60,1,0,0,0,76,1,16,0,0,0 +loganbo02,2018,1,MIL,NL,1,0,16,0,0,0,0,32,15,7,3,10,14,0.326,5.91,3,1,1,0,58,4,7,1,0,0 +lopezjo02,2018,1,MIL,NL,0,1,10,0,0,0,0,59,16,6,1,13,15,0.225,2.75,1,1,0,0,85,8,6,0,1,2 +lopezjo02,2018,2,KCA,AL,2,4,7,7,0,0,0,102,41,24,5,9,23,0.297,6.35,0,2,1,0,149,0,24,0,1,1 +lopezpa01,2018,1,MIA,NL,2,4,10,10,0,0,0,176,56,27,8,18,46,0.252,4.14,5,2,4,0,247,0,28,1,2,4 +lopezre01,2018,1,CHA,AL,7,10,32,32,0,0,0,566,165,82,25,75,151,0.234,3.91,1,7,10,3,799,0,88,0,9,11 +lopezyo01,2018,1,ARI,NL,0,0,10,0,0,0,0,27,7,3,2,1,11,0.212,3.00,0,0,0,0,35,5,3,1,0,0 +lorenmi01,2018,1,CIN,NL,4,2,45,3,0,0,1,243,78,28,6,34,54,0.258,3.11,2,2,3,0,344,10,32,2,3,8 +loupaa01,2018,1,TOR,AL,0,0,50,0,0,0,0,107,44,18,4,13,42,0.299,4.54,0,0,3,0,166,7,21,0,3,3 +loupaa01,2018,2,PHI,NL,0,0,9,0,0,0,0,12,4,2,0,1,2,0.267,4.50,0,0,1,0,17,1,2,0,0,1 +lucasjo02,2018,1,OAK,AL,0,0,8,1,0,0,0,43,16,10,1,9,14,0.286,6.28,0,0,1,0,66,4,11,0,0,4 +lucchjo01,2018,1,SDN,NL,8,9,26,26,0,0,0,390,125,59,23,43,145,0.254,4.08,2,4,4,0,548,0,63,3,4,12 +lugose01,2018,1,NYN,NL,3,4,54,5,0,0,3,304,81,30,9,28,103,0.217,2.66,4,2,2,1,410,13,36,1,5,6 +lylesjo01,2018,1,SDN,NL,2,4,24,8,0,0,0,214,71,34,12,19,62,0.259,4.29,0,4,1,0,300,5,35,3,3,4 +lylesjo01,2018,2,MIL,NL,1,0,11,0,0,0,0,49,12,6,0,9,22,0.203,3.31,3,1,2,0,71,5,7,0,1,0 +lynnla01,2018,1,MIN,AL,7,8,20,20,0,0,0,307,105,58,12,62,100,0.263,5.10,3,3,6,0,469,0,61,0,2,10 +lynnla01,2018,2,NYA,AL,3,2,11,9,0,0,0,163,58,25,2,14,61,0.267,4.14,0,2,0,0,231,0,26,0,0,3 +lyonsty01,2018,1,SLN,NL,1,0,27,0,0,0,0,50,24,16,3,8,19,0.343,8.64,2,2,2,0,83,2,16,1,2,1 +madsory01,2018,1,WAS,NL,2,5,49,0,0,0,4,133,48,26,6,15,41,0.279,5.28,2,2,4,0,195,10,28,1,3,5 +madsory01,2018,2,LAN,NL,0,0,9,0,0,0,0,25,10,6,1,1,13,0.294,6.48,0,1,0,0,36,1,6,0,1,0 +maedake01,2018,1,LAN,NL,8,10,39,20,0,0,2,376,115,53,13,43,153,0.240,3.81,4,2,5,2,532,4,58,2,3,7 +magilma01,2018,1,MIN,AL,3,3,40,0,0,0,0,170,58,24,11,23,56,0.262,3.81,0,0,3,0,249,9,24,1,1,3 +mahlety01,2018,1,CIN,NL,7,9,23,23,0,0,0,336,125,62,22,53,110,0.283,4.98,7,1,3,0,507,0,68,5,3,15 +makitka01,2018,1,SDN,NL,0,1,27,0,0,0,0,105,32,21,7,12,37,0.241,5.40,2,0,2,0,149,9,23,2,0,1 +manaese01,2018,1,OAK,AL,12,9,27,27,1,1,0,482,141,64,21,32,108,0.232,3.59,1,9,8,0,654,0,67,4,2,11 +mannbr01,2018,1,TEX,AL,0,0,7,0,0,0,0,25,7,5,1,4,3,0.250,5.40,0,1,2,0,36,4,5,0,2,2 +mapledi01,2018,1,CHN,NL,1,0,9,0,0,0,0,16,7,7,2,5,9,0.318,11.81,0,2,2,0,29,1,7,0,0,1 +marinjh01,2018,1,BAL,AL,0,0,8,0,0,0,0,24,9,5,1,9,3,0.310,5.63,0,0,0,0,40,2,6,1,1,1 +marquge01,2018,1,COL,NL,14,11,33,33,0,0,0,588,179,82,24,57,230,0.241,3.77,5,8,8,0,817,0,90,2,6,15 +marshev01,2018,1,CLE,AL,0,0,10,0,0,0,0,21,12,6,0,4,9,0.375,7.71,0,1,1,0,37,1,6,0,0,1 +martica04,2018,1,SLN,NL,8,6,33,18,0,0,5,356,100,41,5,60,117,0.228,3.11,4,5,11,0,521,9,48,7,4,14 +martich02,2018,1,TEX,AL,1,5,46,0,0,0,0,125,46,21,5,5,37,0.274,4.54,2,4,3,0,177,8,21,0,1,3 +mathije01,2018,1,ARI,NL,0,1,1,0,0,0,0,3,1,1,1,0,1,0.250,9.00,0,0,0,0,4,1,1,0,0,0 +matonph01,2018,1,SDN,NL,0,2,45,0,0,0,0,142,50,23,3,23,55,0.269,4.37,1,4,2,0,214,12,25,2,1,3 +matzst01,2018,1,NYN,NL,5,11,30,30,0,0,0,462,134,68,25,58,152,0.232,3.97,2,0,10,0,654,0,77,6,2,14 +maurebr01,2018,1,KCA,AL,0,4,37,0,0,0,1,94,42,27,7,25,31,0.323,7.76,2,2,1,0,160,9,29,1,3,1 +mayermi01,2018,1,SLN,NL,2,1,50,0,0,0,1,155,59,27,7,15,49,0.289,4.70,1,4,1,0,226,15,28,3,3,3 +maytr01,2018,1,MIN,AL,4,1,24,1,0,0,3,76,21,9,4,5,36,0.221,3.20,0,1,1,0,103,6,9,2,0,1 +mayzati01,2018,1,TOR,AL,2,0,37,0,0,0,0,107,33,13,3,14,40,0.244,3.28,4,2,2,0,151,9,13,0,0,2 +mazzoco01,2018,1,CHN,NL,1,0,8,0,0,0,0,26,5,1,0,5,7,0.161,1.04,1,0,0,0,36,4,1,0,0,0 +mcallza01,2018,1,CLE,AL,1,2,41,0,0,0,0,125,47,23,7,10,34,0.285,4.97,1,2,1,0,180,14,25,2,1,3 +mcallza01,2018,2,DET,AL,0,0,3,0,0,0,0,10,10,8,1,0,5,0.526,21.60,0,1,0,0,19,0,8,0,0,0 +mccarbr01,2018,1,ATL,NL,6,3,15,15,0,0,0,236,94,43,15,21,65,0.300,4.92,0,2,0,0,339,0,45,4,1,11 +mccarke01,2018,1,KCA,AL,5,4,65,0,0,0,0,216,70,26,7,20,46,0.259,3.25,2,2,2,0,293,10,28,0,1,10 +mccread01,2018,1,ATL,NL,0,0,1,0,0,0,0,3,4,2,0,0,2,0.571,18.00,0,0,0,0,7,1,2,0,0,0 +mcculla02,2018,1,HOU,AL,10,6,25,22,0,0,0,385,100,55,12,50,142,0.215,3.86,0,14,7,1,527,0,60,1,4,13 +mcfartj01,2018,1,ARI,NL,2,2,47,0,0,0,1,216,64,16,4,22,42,0.239,2.00,3,2,0,0,292,21,18,1,1,13 +mcgeeja01,2018,1,COL,NL,2,4,61,0,0,0,1,154,59,37,10,16,47,0.285,6.49,1,5,2,0,227,9,39,2,0,1 +mcgowky01,2018,1,WAS,NL,0,0,5,1,0,0,0,23,6,5,2,5,8,0.214,5.87,0,2,0,0,34,2,5,0,1,0 +mcgraky01,2018,1,SDN,NL,0,0,4,0,0,0,0,12,3,2,2,3,4,0.200,4.50,0,0,0,0,18,1,2,0,0,0 +mcguide02,2018,1,TOR,AL,0,0,4,0,0,0,0,25,9,6,2,5,7,0.265,6.48,0,0,0,0,39,3,6,0,0,1 +mcguide02,2018,2,LAA,AL,0,2,17,4,0,0,0,89,29,20,7,21,26,0.266,6.07,0,2,5,0,138,6,22,0,3,6 +mchugco01,2018,1,HOU,AL,6,2,58,0,0,0,0,217,45,16,6,21,94,0.176,1.99,0,0,5,0,283,18,18,1,1,1 +mcraeal01,2018,1,PIT,NL,0,1,2,0,0,0,0,19,8,4,0,5,5,0.308,5.68,0,2,1,0,32,0,4,0,0,0 +meansjo01,2018,1,BAL,AL,0,0,1,0,0,0,0,10,6,5,1,0,4,0.375,13.50,0,0,0,0,16,0,5,0,0,0 +medlekr01,2018,1,ARI,NL,0,1,1,1,0,0,0,12,9,7,0,4,4,0.429,15.75,0,2,0,0,25,0,7,0,0,0 +meisiry01,2018,1,BAL,AL,2,1,18,1,0,0,0,63,18,15,6,10,21,0.240,6.43,0,4,0,0,87,2,15,1,1,5 +mejiaad01,2018,1,MIN,AL,2,0,5,4,0,0,0,67,17,5,1,9,13,0.215,2.01,0,2,2,0,92,1,5,1,1,1 +melanma01,2018,1,SFN,NL,1,4,41,0,0,0,3,117,48,14,2,14,31,0.302,3.23,2,4,1,0,174,8,18,0,0,6 +mellake01,2018,1,CIN,NL,0,0,4,0,0,0,0,28,13,9,4,8,8,0.351,8.68,0,1,1,0,48,1,9,2,0,2 +mendeyo01,2018,1,TEX,AL,2,2,8,5,0,0,0,83,28,17,4,15,18,0.264,5.53,0,0,0,0,121,1,18,0,0,4 +mengdda01,2018,1,OAK,AL,7,6,22,17,1,1,0,347,103,52,18,26,72,0.234,4.05,0,6,3,0,476,0,58,4,2,6 +meyerbe02,2018,1,MIA,NL,0,0,13,0,0,0,0,57,26,22,2,14,9,0.338,10.42,2,1,4,0,97,7,23,1,1,4 +middlke01,2018,1,LAA,AL,0,0,16,0,0,0,6,53,14,4,1,9,16,0.233,2.04,1,1,1,0,71,9,4,0,1,2 +mikolmi01,2018,1,SLN,NL,18,4,32,32,1,1,0,602,186,63,16,29,146,0.245,2.83,4,2,7,1,808,0,70,8,4,18 +mileywa01,2018,1,MIL,NL,5,2,16,16,0,0,0,242,71,23,3,27,50,0.237,2.57,1,1,5,0,338,0,28,5,1,8 +millean01,2018,1,CLE,AL,2,4,37,0,0,0,2,102,31,16,3,16,45,0.233,4.24,1,1,5,0,154,5,16,0,0,2 +milleju02,2018,1,WAS,NL,7,1,51,0,0,0,2,157,42,21,10,17,60,0.218,3.61,1,1,2,0,215,10,22,1,2,2 +millesh01,2018,1,ARI,NL,0,4,5,4,0,0,0,48,24,19,5,8,19,0.343,10.69,0,1,0,0,79,0,21,0,1,2 +millsal02,2018,1,CHN,NL,0,1,7,2,0,0,0,54,11,8,1,7,23,0.172,4.00,0,1,0,0,71,1,8,0,0,1 +milneho01,2018,1,PHI,NL,0,0,10,0,0,0,0,14,6,4,1,3,4,0.286,7.71,1,0,1,1,25,2,4,0,0,0 +milneho01,2018,2,TBA,AL,0,0,4,0,0,0,0,8,3,2,2,2,4,0.273,6.75,0,0,0,0,13,1,4,0,0,0 +milonto01,2018,1,WAS,NL,1,1,5,4,0,0,0,79,37,17,7,1,23,0.330,5.81,0,0,1,0,118,1,17,2,2,1 +minayju01,2018,1,CHA,AL,2,2,52,0,0,0,1,140,39,17,3,29,58,0.220,3.28,3,9,3,0,209,9,19,0,0,2 +minormi01,2018,1,TEX,AL,12,8,28,28,0,0,0,471,138,73,25,38,132,0.235,4.18,1,3,8,1,640,0,76,1,6,12 +minteaj01,2018,1,ATL,NL,4,3,65,0,0,0,15,184,57,22,3,22,69,0.244,3.23,1,5,2,0,260,31,23,1,1,3 +miranar01,2018,1,SEA,AL,0,0,1,1,0,0,0,15,6,1,0,4,5,0.300,1.80,0,0,0,0,24,0,1,0,0,0 +mitchbr01,2018,1,SDN,NL,2,4,16,11,0,0,0,219,85,44,12,43,38,0.294,5.42,1,1,2,0,337,2,45,1,2,10 +montafr01,2018,1,OAK,AL,5,4,13,11,0,0,0,195,74,28,5,21,43,0.290,3.88,0,5,2,0,283,1,34,2,3,9 +montgjo01,2018,1,NYA,AL,2,0,6,6,0,0,0,82,25,11,3,12,23,0.240,3.62,0,0,0,0,116,0,11,0,0,3 +montgmi01,2018,1,CHN,NL,5,6,38,19,0,0,0,372,131,55,10,39,86,0.272,3.99,4,4,7,0,534,6,58,3,4,13 +moorema02,2018,1,TEX,AL,3,8,39,12,0,0,0,306,128,77,19,41,86,0.305,6.79,1,6,5,0,471,10,82,1,4,8 +moralke01,2018,1,TOR,AL,0,0,1,0,0,0,0,3,0,0,0,1,0,0.000,0.00,0,0,0,0,4,1,0,0,0,0 +moralos01,2018,1,LAA,AL,0,0,1,0,0,0,0,1,1,0,0,0,0,0.500,0.00,0,1,0,0,2,1,0,0,0,0 +morgaad01,2018,1,PHI,NL,0,2,67,0,0,0,1,148,49,21,5,22,50,0.259,3.83,3,3,0,1,214,9,25,0,2,3 +morinmi01,2018,1,SEA,AL,0,0,3,0,0,0,0,12,6,3,0,1,6,0.375,6.75,1,0,0,0,18,1,3,0,1,0 +moronre01,2018,1,SFN,NL,5,2,69,0,0,0,1,195,34,18,4,37,79,0.154,2.49,4,5,0,0,262,9,20,1,3,5 +morriak01,2018,1,LAA,AL,0,0,9,0,0,0,0,42,18,9,3,8,7,0.316,5.79,0,1,0,0,65,7,9,0,0,2 +morrobr01,2018,1,CHN,NL,0,0,35,0,0,0,22,92,24,5,2,9,31,0.214,1.47,0,1,1,0,122,30,5,0,0,2 +mortoch02,2018,1,HOU,AL,15,3,30,30,0,0,0,501,130,58,18,64,201,0.213,3.13,0,4,16,0,695,0,63,1,4,12 +motteta01,2018,1,SEA,AL,0,0,1,0,0,0,0,3,1,1,1,1,1,0.250,9.00,0,0,1,0,6,1,1,0,0,0 +moyaga01,2018,1,MIN,AL,3,1,35,6,0,0,0,109,35,19,6,13,31,0.245,4.71,0,1,1,0,159,5,19,0,2,2 +moylape01,2018,1,ATL,NL,0,1,39,0,0,0,0,85,32,14,4,18,23,0.299,4.45,3,3,2,0,129,6,14,2,0,6 +musgrha01,2018,1,COL,NL,2,3,35,0,0,0,0,134,36,23,7,22,32,0.224,4.63,2,2,1,1,185,8,23,0,1,5 +musgrjo01,2018,1,PIT,NL,6,9,19,19,0,0,0,346,113,52,12,23,100,0.253,4.06,3,5,8,0,486,0,56,3,5,5 +nealza01,2018,1,LAN,NL,0,0,1,0,0,0,0,3,2,1,1,0,0,0.400,9.00,0,0,0,0,5,1,1,0,0,0 +nerishe01,2018,1,PHI,NL,1,3,53,0,0,0,11,143,46,27,11,16,76,0.250,5.10,1,5,1,0,203,28,27,2,0,1 +neshepa01,2018,1,PHI,NL,3,2,30,0,0,0,5,73,23,7,2,5,15,0.245,2.59,1,1,0,0,101,8,9,1,1,2 +neverdo01,2018,1,PIT,NL,0,0,25,0,0,0,0,81,30,24,9,10,27,0.280,8.00,0,2,1,0,119,8,25,0,1,2 +newbeja01,2018,1,KCA,AL,2,0,14,0,0,0,0,40,13,7,3,9,11,0.255,4.73,0,1,0,0,60,3,8,0,0,0 +newcose01,2018,1,ATL,NL,12,9,31,30,0,0,0,492,137,71,18,81,160,0.226,3.90,1,4,1,0,696,0,74,4,3,13 +nicasju01,2018,1,SEA,AL,1,6,46,0,0,0,1,126,53,28,6,5,53,0.308,6.00,0,0,2,0,183,6,30,0,4,1 +nixja02,2018,1,SDN,NL,2,5,9,9,0,0,0,127,52,33,8,13,21,0.304,7.02,0,4,4,0,190,0,33,0,2,4 +nolaaa01,2018,1,PHI,NL,17,6,33,33,0,0,0,637,149,56,17,58,224,0.197,2.37,3,4,7,1,831,0,57,6,4,16 +norribu01,2018,1,SLN,NL,3,6,64,0,0,0,28,173,51,23,8,21,67,0.237,3.59,3,9,5,0,245,42,27,2,2,5 +norrida01,2018,1,DET,AL,0,5,11,8,0,0,0,133,46,28,8,19,51,0.261,5.68,0,2,2,1,200,0,28,1,2,1 +norwoja01,2018,1,CHN,NL,0,1,11,0,0,0,0,33,14,5,0,5,10,0.298,4.09,0,1,0,0,54,5,7,0,2,0 +novaiv01,2018,1,PIT,NL,9,9,29,29,0,0,0,483,171,75,26,35,114,0.268,4.19,4,9,4,1,683,0,82,4,2,13 +nunovi01,2018,1,TBA,AL,3,0,17,0,0,0,0,99,24,6,5,10,29,0.198,1.64,3,0,2,1,134,8,7,0,1,1 +oakstr01,2018,1,KCA,AL,0,2,4,2,0,0,0,41,21,11,1,6,10,0.375,7.24,0,0,0,0,65,1,11,1,2,2 +obergsc01,2018,1,COL,NL,8,1,56,0,0,0,0,176,45,16,4,12,57,0.213,2.45,0,3,3,0,228,7,17,0,2,9 +odayda01,2018,1,BAL,AL,0,2,20,0,0,0,2,60,18,8,3,4,27,0.237,3.60,1,0,3,1,83,10,9,0,0,0 +odorija01,2018,1,MIN,AL,7,10,32,32,0,0,0,493,151,82,20,70,162,0.242,4.49,3,1,8,0,711,0,89,4,4,9 +ogandal01,2018,1,CLE,AL,0,1,1,0,0,0,0,3,2,2,0,3,1,0.400,18.00,0,0,0,0,8,0,2,0,0,0 +ogradch01,2018,1,MIA,NL,0,1,8,0,0,0,0,21,7,5,2,4,8,0.250,6.43,0,0,0,0,32,1,5,0,0,0 +ohse01,2018,1,TOR,AL,4,3,48,0,0,0,2,141,37,14,5,10,55,0.214,2.68,1,1,3,0,189,7,14,0,3,1 +ohse01,2018,2,COL,NL,2,0,25,0,0,0,1,64,15,6,3,7,24,0.197,2.53,0,2,1,0,85,3,7,0,1,1 +ohtansh01,2018,1,LAA,AL,4,2,10,10,0,0,0,155,38,19,6,22,63,0.203,3.31,0,5,1,0,211,0,19,0,1,2 +okertst01,2018,1,SFN,NL,0,0,10,0,0,0,0,22,4,1,1,0,8,0.148,1.23,0,0,0,0,27,4,1,0,0,0 +olsonty01,2018,1,CLE,AL,2,1,43,0,0,0,0,82,26,15,4,12,40,0.245,4.94,2,1,0,0,118,5,16,0,0,2 +ortizlu02,2018,1,BAL,AL,0,1,2,1,0,0,0,7,7,4,0,3,0,0.500,15.43,0,1,0,0,18,0,6,0,1,0 +osichjo01,2018,1,SFN,NL,0,0,12,0,0,0,0,36,20,11,2,7,10,0.385,8.25,0,3,2,0,61,2,11,0,0,3 +osunaro01,2018,1,TOR,AL,0,0,15,0,0,0,9,46,16,5,0,1,13,0.267,2.93,0,1,2,0,63,13,5,0,0,1 +osunaro01,2018,2,HOU,AL,2,2,23,0,0,0,12,68,17,5,1,3,19,0.210,1.99,0,2,2,0,87,18,5,0,1,2 +oswalco01,2018,1,NYN,NL,3,3,17,12,0,0,0,194,69,42,14,20,45,0.268,5.85,1,4,4,0,282,2,43,1,0,4 +oteroda01,2018,1,CLE,AL,2,1,61,0,0,0,1,176,69,34,12,5,43,0.289,5.22,3,0,3,1,247,19,36,0,0,9 +ottavad01,2018,1,COL,NL,6,4,75,0,0,0,6,233,41,21,5,36,112,0.158,2.43,5,7,6,0,309,16,25,1,5,6 +paganem01,2018,1,OAK,AL,3,1,55,0,0,0,0,186,55,30,13,19,63,0.230,4.35,1,3,3,0,262,17,30,0,1,1 +pannoth01,2018,1,TOR,AL,4,1,12,6,0,0,0,129,37,20,7,15,29,0.231,4.19,0,0,2,0,181,2,20,1,3,1 +pareded01,2018,1,LAA,AL,0,0,14,0,0,0,0,55,25,14,5,7,15,0.325,6.87,0,0,1,0,86,7,14,0,1,2 +pareded02,2018,1,LAN,NL,2,0,15,0,0,0,0,23,7,5,2,2,8,0.233,5.87,0,0,1,0,33,1,5,0,0,0 +parkebl01,2018,1,LAA,AL,2,1,67,0,0,0,14,199,63,24,12,19,70,0.249,3.26,1,8,3,0,276,41,24,0,1,4 +parsowe01,2018,1,ATL,NL,0,1,1,0,0,0,0,15,6,4,1,3,3,0.316,7.20,1,0,0,0,23,0,4,0,1,0 +paulida01,2018,1,TOR,AL,1,0,7,0,0,0,0,20,6,1,1,2,6,0.240,1.35,0,0,0,0,28,4,2,0,1,0 +paxtoja01,2018,1,SEA,AL,11,6,28,28,2,1,0,481,134,67,23,42,208,0.224,3.76,0,8,1,0,645,0,67,2,2,11 +pazosja01,2018,1,SEA,AL,4,1,60,0,0,0,0,150,47,16,4,15,45,0.249,2.88,1,2,5,0,211,4,19,0,2,7 +peacobr01,2018,1,HOU,AL,3,5,61,1,0,0,3,195,56,25,11,20,96,0.226,3.46,0,5,3,0,272,20,26,0,1,3 +pelhacd01,2018,1,TEX,AL,0,0,10,0,0,0,0,23,12,6,0,4,7,0.353,7.04,1,0,0,0,38,2,6,0,0,1 +penafe01,2018,1,LAA,AL,3,5,19,17,0,0,0,278,87,43,12,28,85,0.247,4.18,0,7,4,0,389,1,45,1,4,7 +pennicl01,2018,1,CIN,NL,0,0,1,0,0,0,0,3,1,1,0,2,1,0.250,9.00,0,0,0,0,6,1,1,0,0,0 +peralfr01,2018,1,MIL,NL,6,4,16,14,0,0,0,235,49,37,8,40,96,0.178,4.25,1,3,4,1,321,1,37,1,1,7 +peralwa01,2018,1,CIN,NL,2,2,59,0,0,0,0,136,58,27,2,31,31,0.302,5.36,2,0,2,0,227,6,32,1,1,4 +peralwi01,2018,1,KCA,AL,1,0,37,0,0,0,14,103,28,14,4,23,35,0.230,3.67,1,4,1,0,149,30,14,1,2,5 +perdolu02,2018,1,SDN,NL,1,6,12,10,0,0,0,134,62,35,4,22,39,0.328,7.05,2,4,3,0,217,2,37,1,2,5 +perezci01,2018,1,HOU,AL,0,0,8,0,0,0,0,34,6,5,3,7,12,0.158,3.97,0,0,0,0,45,3,5,0,0,2 +perezhe01,2018,1,MIL,NL,0,0,3,0,0,0,0,10,7,5,1,1,2,0.412,13.50,0,0,1,0,19,1,5,0,0,0 +perezma02,2018,1,TEX,AL,2,7,22,15,0,0,0,256,116,59,16,36,52,0.329,6.22,1,3,2,1,397,3,68,1,5,13 +perezol01,2018,1,CLE,AL,1,1,51,0,0,0,0,97,17,5,1,7,43,0.155,1.39,3,1,2,0,120,1,6,0,1,1 +peterdi01,2018,1,MIA,NL,2,2,7,5,0,0,0,83,34,22,4,15,17,0.306,7.16,0,3,1,0,129,2,22,1,1,3 +peterja01,2018,2,BAL,AL,0,0,1,0,0,0,0,3,6,4,1,0,1,0.750,36.00,0,0,0,0,8,1,4,0,0,1 +peterti01,2018,1,NYN,NL,2,2,22,0,0,0,0,83,29,19,8,5,25,0.261,6.18,2,0,1,0,118,9,19,1,0,1 +petityu01,2018,1,OAK,AL,7,3,74,0,0,0,0,279,76,31,13,18,76,0.221,3.00,4,1,0,0,368,12,32,1,5,6 +petrija01,2018,1,TOR,AL,3,1,41,0,0,0,0,137,59,23,6,16,41,0.317,4.53,0,5,5,0,208,5,28,1,0,10 +phillev01,2018,1,ATL,NL,0,0,4,0,0,0,0,19,6,6,3,4,3,0.240,8.53,0,0,0,0,29,4,6,0,0,0 +phillev01,2018,2,BAL,AL,0,1,5,1,0,0,0,16,7,11,2,6,5,0.304,18.56,0,1,1,0,30,0,13,0,0,1 +pivetni01,2018,1,PHI,NL,7,14,33,32,0,0,0,492,163,87,24,51,188,0.261,4.77,0,8,5,0,694,1,91,8,5,16 +plutkad01,2018,1,CLE,AL,4,5,17,12,0,0,1,230,78,45,21,23,60,0.261,5.28,1,3,1,1,326,4,45,1,2,2 +pomerdr01,2018,1,BOS,AL,2,6,26,11,0,0,0,222,87,50,12,44,66,0.297,6.08,1,4,4,1,344,5,53,0,3,9 +ponceda01,2018,1,SLN,NL,0,2,11,4,0,0,1,99,24,10,2,13,31,0.205,2.73,0,0,1,0,132,2,10,0,1,4 +porceri01,2018,1,BOS,AL,17,7,33,33,1,0,0,574,177,91,27,48,190,0.241,4.28,0,3,16,1,808,0,97,3,6,8 +poundbr01,2018,1,COL,NL,0,1,14,0,0,0,0,46,25,13,3,2,17,0.368,7.63,0,1,2,0,72,11,13,0,0,3 +poynebo01,2018,1,BOS,AL,1,0,20,0,0,0,0,67,22,8,4,3,24,0.256,3.22,0,0,2,0,93,4,8,1,1,0 +pressry01,2018,1,MIN,AL,1,1,51,0,0,0,0,143,46,18,5,19,69,0.250,3.40,1,6,2,0,208,7,19,1,2,2 +pressry01,2018,2,HOU,AL,1,0,26,0,0,0,2,70,11,2,1,3,32,0.138,0.77,0,2,1,0,84,4,2,0,0,0 +priceda01,2018,1,BOS,AL,16,7,30,30,1,0,0,528,151,70,25,50,177,0.230,3.58,0,1,10,0,722,0,75,1,4,10 +pruitau01,2018,1,TBA,AL,2,3,23,0,0,0,4,209,72,36,7,16,42,0.268,4.65,0,1,1,0,291,11,40,1,4,3 +quackke01,2018,1,CIN,NL,0,1,10,0,0,0,0,27,13,11,3,6,7,0.333,11.00,1,0,0,0,45,1,11,0,0,0 +quinnro01,2018,1,PHI,NL,0,0,1,0,0,0,0,5,6,7,1,2,0,0.545,37.80,0,1,1,0,14,0,7,0,0,0 +quintjo01,2018,1,CHN,NL,13,11,32,32,0,0,0,523,162,78,25,68,158,0.246,4.03,3,3,3,0,739,0,81,8,2,13 +raineta01,2018,1,CIN,NL,0,0,8,0,0,0,0,21,13,19,4,12,7,0.406,24.43,1,0,0,0,45,2,19,0,1,1 +ramirca01,2018,1,TOR,AL,0,0,2,0,0,0,0,7,1,1,0,5,3,0.125,3.86,0,1,0,0,13,2,1,0,0,0 +ramirca01,2018,2,OAK,AL,0,0,3,0,0,0,0,18,2,2,0,4,2,0.111,3.00,0,1,1,0,24,1,2,0,1,2 +ramirer02,2018,1,SEA,AL,2,4,10,10,0,0,0,137,52,33,14,12,33,0.284,6.50,0,0,3,0,202,0,35,0,4,5 +ramirjc01,2018,1,LAA,AL,0,2,2,2,0,0,0,20,7,7,3,7,4,0.269,9.45,0,0,0,0,33,0,8,0,0,1 +ramirjo02,2018,1,ATL,NL,0,2,7,0,0,0,0,19,9,12,0,8,7,0.321,17.05,2,0,2,0,38,1,12,0,0,0 +ramirne01,2018,1,CLE,AL,0,3,47,0,0,0,0,125,36,21,9,18,51,0.228,4.54,1,0,3,0,180,9,21,1,0,2 +ramirno01,2018,1,LAA,AL,7,5,69,1,0,0,1,250,75,42,15,30,95,0.237,4.54,3,4,6,0,353,12,43,0,0,6 +ramirye01,2018,1,BAL,AL,1,8,17,12,0,0,0,196,64,43,11,36,62,0.257,5.92,1,5,4,0,294,2,44,2,3,4 +ramosaj01,2018,1,NYN,NL,2,2,28,0,0,0,0,59,17,14,3,15,22,0.236,6.41,0,1,0,0,88,5,14,0,1,2 +ramosed02,2018,1,PHI,NL,3,1,52,0,0,0,1,128,34,11,4,15,42,0.218,2.32,2,4,1,0,174,10,14,1,1,5 +ravinjo01,2018,1,ATL,NL,0,1,2,0,0,0,0,9,2,2,0,2,1,0.200,6.00,0,0,1,0,14,2,2,1,0,0 +rayro02,2018,1,ARI,NL,6,2,24,24,0,0,0,371,97,54,19,70,165,0.216,3.93,3,5,5,0,526,0,55,1,1,10 +reedad01,2018,1,MIN,AL,1,6,55,0,0,0,0,168,65,28,11,15,44,0.298,4.50,3,2,3,0,242,14,30,2,4,5 +reedco01,2018,1,CIN,NL,1,3,17,7,0,0,0,129,45,19,5,15,42,0.269,3.98,0,2,2,0,188,2,21,2,2,5 +reidfse01,2018,1,TOR,AL,2,4,7,7,0,0,0,100,31,19,6,21,42,0.244,5.13,0,3,1,0,150,0,23,0,1,3 +reiniza01,2018,1,DET,AL,1,0,18,0,0,0,0,64,28,18,5,9,18,0.311,7.59,2,2,0,0,100,6,18,0,1,1 +reyesal02,2018,1,SLN,NL,0,0,1,1,0,0,0,12,3,0,0,2,2,0.250,0.00,0,0,1,0,15,0,0,0,0,1 +reyesje01,2018,1,CIN,NL,0,0,5,0,0,0,0,17,4,2,1,2,2,0.190,3.18,0,1,1,0,24,1,4,0,0,1 +reyesjo01,2018,1,NYN,NL,0,0,1,0,0,0,0,3,5,6,2,2,0,0.625,54.00,0,0,1,0,11,1,6,0,0,0 +reynoma01,2018,1,WAS,NL,0,0,1,0,0,0,0,1,0,0,0,0,0,0.000,0.00,0,0,0,0,1,1,0,0,0,0 +rhameja01,2018,1,NYN,NL,1,2,30,0,0,0,1,97,38,21,8,8,28,0.295,5.85,2,0,1,0,140,15,21,2,0,2 +richacl01,2018,1,SDN,NL,7,11,27,27,0,0,0,476,159,94,19,60,108,0.263,5.33,1,7,10,1,682,0,98,5,3,22 +richaga01,2018,1,LAA,AL,5,4,16,16,0,0,0,229,64,31,11,34,87,0.222,3.66,0,15,1,0,324,0,43,1,0,9 +richatr01,2018,1,MIA,NL,4,9,25,25,0,0,0,379,121,62,15,54,130,0.253,4.42,5,8,5,1,547,0,65,5,4,8 +riosya01,2018,1,PHI,NL,3,2,36,0,0,0,0,108,43,27,6,15,36,0.293,6.75,2,2,2,1,165,10,28,0,1,4 +riverfe01,2018,1,PIT,NL,4,2,70,0,0,0,37,210,63,21,4,24,89,0.232,2.70,2,3,1,0,296,60,24,0,0,4 +rizzoan01,2018,1,CHN,NL,0,0,1,0,0,0,0,1,0,0,0,0,0,0.000,0.00,0,0,0,0,1,1,0,0,0,0 +roarkta01,2018,1,WAS,NL,9,15,31,30,0,0,0,541,181,87,24,50,146,0.262,4.34,3,5,10,0,760,1,90,4,6,18 +roberda08,2018,1,NYA,AL,8,3,69,0,0,0,5,209,46,25,7,26,91,0.183,3.23,1,1,0,0,283,11,30,4,1,2 +roberda10,2018,1,TBA,AL,0,0,1,0,0,0,0,3,0,0,0,0,0,0.000,0.00,0,0,0,0,3,1,0,0,0,0 +robleha01,2018,1,NYN,NL,2,2,16,0,0,0,0,59,21,11,7,10,23,0.280,5.03,1,1,1,0,88,3,11,1,1,2 +robleha01,2018,2,LAA,AL,0,1,37,0,0,0,2,109,32,12,2,15,36,0.237,2.97,0,1,1,0,154,11,15,1,2,4 +rodnefe01,2018,1,MIN,AL,3,2,46,0,0,0,25,131,42,15,5,19,50,0.249,3.09,1,2,2,0,192,39,18,0,2,3 +rodnefe01,2018,2,OAK,AL,1,1,22,0,0,0,0,62,20,9,2,13,20,0.253,3.92,0,4,1,0,93,1,9,0,0,1 +rodonca01,2018,1,CHA,AL,6,8,20,20,0,0,0,362,97,56,15,55,90,0.220,4.18,1,4,12,0,511,0,61,0,2,12 +rodride01,2018,1,SFN,NL,6,4,21,19,0,0,0,355,98,37,9,36,89,0.223,2.81,2,1,7,0,487,1,43,2,3,11 +rodried05,2018,1,BOS,AL,13,5,27,23,0,0,0,389,119,55,16,45,146,0.238,3.82,1,1,4,0,553,0,56,0,3,5 +rodrije01,2018,1,WAS,NL,3,3,14,8,0,0,0,156,43,33,8,37,39,0.228,5.71,5,2,3,0,233,2,35,3,1,1 +rodriri04,2018,1,TEX,AL,0,0,4,0,0,0,0,20,11,3,0,1,3,0.367,4.05,1,0,0,0,31,0,3,0,0,1 +rodriri05,2018,1,PIT,NL,4,3,63,0,0,0,0,208,55,19,5,19,88,0.217,2.47,3,11,5,0,279,20,19,1,1,6 +roech01,2018,1,TBA,AL,1,3,61,0,0,0,1,151,35,20,6,16,53,0.197,3.58,1,1,8,0,203,6,21,1,0,8 +rogerjo01,2018,1,BAL,AL,1,2,3,3,0,0,0,35,17,11,2,5,6,0.340,8.49,0,0,0,0,56,0,11,0,1,0 +rogerta01,2018,1,MIN,AL,1,2,72,0,0,0,2,205,49,20,3,16,75,0.206,2.63,3,0,2,0,260,6,20,1,3,6 +romansa01,2018,1,CIN,NL,8,11,39,25,0,0,0,437,155,86,23,53,105,0.267,5.31,6,7,4,0,644,1,92,3,4,8 +romeren01,2018,1,WAS,NL,0,0,2,0,0,0,0,6,5,3,1,1,2,0.455,13.50,0,0,1,0,13,0,3,0,0,0 +romeren01,2018,2,PIT,NL,0,0,2,0,0,0,0,12,7,2,0,3,5,0.350,4.50,2,2,0,0,24,2,5,0,1,0 +romeren01,2018,3,KCA,AL,0,0,4,0,0,0,0,12,11,9,3,2,3,0.524,20.25,1,0,0,0,24,0,9,0,1,1 +romerfe01,2018,1,MIN,AL,3,3,11,11,0,0,0,167,60,29,6,19,45,0.279,4.69,1,7,7,0,247,0,31,2,4,4 +rominan01,2018,1,SEA,AL,0,0,3,0,0,0,0,9,5,5,1,2,0,0.357,15.00,0,1,1,0,17,3,5,0,0,0 +romose01,2018,1,TBA,AL,3,4,73,5,0,0,25,202,65,31,11,20,75,0.253,4.14,0,2,2,0,284,39,31,2,2,6 +rondobr01,2018,1,CHA,AL,2,3,35,0,0,0,1,89,37,28,1,27,40,0.298,8.49,2,6,1,0,154,5,30,0,2,2 +rondohe01,2018,1,HOU,AL,2,5,63,0,0,0,15,177,58,21,4,20,67,0.252,3.20,2,1,0,0,250,26,22,0,0,5 +rosarra01,2018,1,CHN,NL,4,0,44,0,0,0,1,140,47,19,5,22,30,0.264,3.66,2,1,0,0,200,8,22,0,0,7 +rosscza01,2018,1,LAN,NL,0,1,17,0,0,0,0,34,9,6,3,4,20,0.209,4.76,0,0,0,0,47,5,6,0,0,0 +rossjo01,2018,1,WAS,NL,0,2,3,3,0,0,0,48,17,9,3,4,7,0.274,5.06,0,0,2,0,68,0,10,0,0,1 +rossty01,2018,1,SDN,NL,6,9,22,22,0,0,0,370,112,61,16,52,107,0.240,4.45,3,4,7,0,530,0,64,1,4,7 +rossty01,2018,2,SLN,NL,2,0,9,1,0,0,0,79,20,8,1,10,15,0.222,2.73,1,0,0,0,104,0,9,2,2,4 +rowlech01,2018,1,TOR,AL,0,1,2,0,0,0,0,2,2,3,1,1,0,0.400,40.50,1,0,0,0,6,2,4,0,0,0 +ruary01,2018,1,TEX,AL,0,0,1,0,0,0,0,3,0,0,0,0,1,0.000,0.00,0,0,0,0,3,1,0,0,0,0 +rucindr01,2018,1,MIA,NL,4,2,32,0,0,0,0,106,34,17,2,13,27,0.254,4.33,4,1,4,0,154,5,21,1,2,2 +ruizjo01,2018,1,CHA,AL,0,0,6,0,0,0,0,13,5,2,1,3,6,0.278,4.15,0,2,0,0,21,2,2,0,0,0 +rumbeni01,2018,1,SEA,AL,0,0,13,0,0,0,0,53,19,12,6,6,16,0.275,6.11,1,2,1,0,77,6,12,0,1,1 +rusinch01,2018,1,COL,NL,2,3,49,0,0,0,0,164,56,37,7,26,47,0.268,6.09,1,4,2,2,241,11,42,1,3,6 +ryuhy01,2018,1,LAN,NL,7,3,15,15,0,0,0,247,68,18,9,15,89,0.221,1.97,1,0,1,0,324,0,23,1,0,8 +rzepcma01,2018,1,SEA,AL,0,1,18,0,0,0,0,23,13,8,2,9,10,0.342,9.39,2,1,0,0,47,0,11,0,0,1 +rzepcma01,2018,2,CLE,AL,0,0,5,0,0,0,0,8,3,0,0,1,1,0.333,0.00,0,0,0,0,10,1,0,0,0,2 +sabatcc01,2018,1,NYA,AL,9,7,29,29,0,0,0,459,150,62,19,51,140,0.250,3.65,0,3,11,0,665,0,72,0,3,9 +sadleca02,2018,1,PIT,NL,0,0,2,0,0,0,0,13,9,4,0,3,3,0.409,8.31,0,1,0,0,25,1,7,0,0,2 +sadzeco01,2018,1,TEX,AL,0,0,13,2,0,0,0,28,6,1,0,11,7,0.182,0.96,1,1,1,0,45,1,2,0,0,2 +salasfe01,2018,1,ARI,NL,4,4,41,0,0,0,0,120,40,20,5,13,30,0.265,4.50,4,2,1,0,170,12,20,2,2,5 +salech01,2018,1,BOS,AL,12,4,27,27,0,0,0,474,102,37,11,34,237,0.181,2.11,0,4,14,0,617,0,39,0,4,4 +samarje01,2018,1,SFN,NL,1,5,10,10,0,0,0,134,47,31,6,26,30,0.270,6.25,1,2,2,0,207,0,32,1,4,1 +sampsad01,2018,1,TEX,AL,0,3,5,4,0,0,0,69,24,11,6,4,15,0.270,4.30,0,2,2,1,96,0,13,0,1,3 +sanchaa01,2018,1,TOR,AL,4,6,20,20,0,0,0,315,106,57,11,58,86,0.262,4.89,2,4,7,0,474,0,62,0,4,11 +sanchan01,2018,1,ATL,NL,7,6,25,24,0,0,0,410,106,43,15,42,135,0.213,2.83,0,4,4,0,553,0,48,7,3,7 +sandopa01,2018,1,SFN,NL,0,0,1,0,0,0,0,3,0,0,0,0,0,0.000,0.00,0,0,0,0,3,1,0,0,0,0 +santade01,2018,1,LAN,NL,1,0,1,0,0,0,0,11,6,5,0,1,4,0.375,12.27,0,1,1,0,19,0,5,1,0,0 +santaed01,2018,1,PIT,NL,3,4,69,0,0,0,0,199,61,24,7,12,54,0.240,3.26,2,3,3,0,271,11,25,1,1,5 +santaer01,2018,1,MIN,AL,0,1,5,5,0,0,0,74,31,22,9,9,16,0.310,8.03,0,0,2,0,114,0,22,0,3,1 +santihe01,2018,1,CHA,AL,6,3,49,7,0,0,2,306,101,50,16,60,103,0.258,4.41,3,1,5,2,460,27,54,1,3,9 +santolu01,2018,1,TOR,AL,1,1,15,1,0,0,0,60,26,16,4,10,24,0.333,7.20,1,0,1,0,91,4,16,0,2,1 +saupowa01,2018,1,DET,AL,4,1,31,0,0,0,1,103,41,17,6,13,16,0.293,4.46,1,2,2,0,158,13,17,2,1,2 +scahiro01,2018,1,CHA,AL,0,0,6,0,0,0,0,15,5,3,0,3,3,0.250,5.40,0,1,2,0,25,3,4,0,0,1 +scherma01,2018,1,WAS,NL,18,7,33,33,2,1,0,662,150,62,23,51,300,0.188,2.53,4,4,12,1,866,0,66,4,2,10 +schulja02,2018,1,TBA,AL,2,2,22,1,0,0,0,91,18,19,6,17,35,0.175,5.64,0,1,3,0,125,7,19,0,2,2 +scottro02,2018,1,BOS,AL,0,1,9,0,0,0,0,20,10,6,2,5,8,0.333,8.10,2,0,5,0,40,4,6,0,0,0 +scottta01,2018,1,BAL,AL,3,3,53,0,0,0,0,160,55,32,6,28,76,0.263,5.40,1,7,1,0,240,8,33,1,1,3 +scribtr01,2018,1,ARI,NL,0,1,1,1,0,0,0,11,4,2,0,6,4,0.267,4.91,0,0,0,0,21,0,2,0,0,0 +senzaan01,2018,1,COL,NL,6,6,23,13,0,0,0,271,94,44,10,30,69,0.266,4.38,1,1,3,0,390,2,45,1,3,7 +severlu01,2018,1,NYA,AL,19,8,32,32,1,1,0,574,173,72,19,46,220,0.238,3.39,0,8,5,0,780,0,76,1,2,13 +sewalpa01,2018,1,NYN,NL,0,7,46,0,0,0,2,169,62,38,8,23,58,0.277,6.07,2,1,1,0,253,9,39,2,3,4 +shackke01,2018,1,CIN,NL,0,1,5,0,0,0,0,24,13,7,0,4,7,0.382,7.88,1,1,1,0,41,1,8,0,2,1 +shafeju01,2018,1,TOR,AL,0,0,6,0,0,0,0,25,6,3,1,7,2,0.194,3.24,0,0,1,0,39,1,4,0,0,0 +shawbr01,2018,1,COL,NL,4,6,61,0,0,0,0,164,70,36,9,28,54,0.313,5.93,1,8,1,0,257,14,43,1,3,7 +sheffju01,2018,1,NYA,AL,0,0,3,0,0,0,0,8,4,3,1,3,0,0.364,10.13,0,1,0,0,14,2,3,0,0,1 +sherfji01,2018,1,ARI,NL,0,0,15,0,0,0,0,49,8,3,1,10,17,0.145,1.65,1,0,2,0,69,3,3,0,2,0 +sherrry01,2018,1,SLN,NL,0,0,5,0,0,0,0,17,8,4,1,2,3,0.333,6.35,0,0,1,0,27,0,4,0,0,0 +shielja02,2018,1,CHA,AL,7,16,34,33,0,0,0,614,190,103,34,78,154,0.245,4.53,0,11,9,1,871,1,115,2,7,10 +shiplbr01,2018,1,ARI,NL,0,0,3,0,0,0,0,15,4,4,0,2,3,0.222,7.20,0,0,1,0,21,2,4,0,0,0 +shoemma01,2018,1,LAA,AL,2,2,7,7,0,0,0,93,29,17,3,10,33,0.244,4.94,0,3,1,0,130,0,17,0,0,4 +shrevch01,2018,1,NYA,AL,2,2,40,0,0,0,1,114,39,18,8,18,46,0.262,4.26,0,2,1,0,170,17,23,0,2,1 +shrevch01,2018,2,SLN,NL,1,2,20,0,0,0,0,44,14,5,3,9,16,0.259,3.07,0,0,0,0,65,3,5,0,2,2 +simslu01,2018,1,ATL,NL,0,0,6,0,0,0,0,31,12,9,2,8,10,0.279,7.84,1,0,1,0,52,2,9,0,0,0 +simslu01,2018,2,CIN,NL,0,0,3,0,0,0,0,16,3,4,1,5,6,0.158,6.75,0,0,1,0,25,0,4,0,0,0 +sippto01,2018,1,HOU,AL,3,1,54,0,0,0,0,116,27,8,1,13,42,0.200,1.86,0,2,1,0,151,8,8,0,2,3 +skaggty01,2018,1,LAA,AL,8,10,24,24,0,0,0,376,127,56,14,40,129,0.262,4.02,0,2,5,0,533,0,60,0,4,13 +skogler01,2018,1,KCA,AL,1,6,14,13,0,0,0,210,66,40,12,19,49,0.246,5.14,0,3,6,0,293,0,41,0,0,7 +slegeaa01,2018,1,MIN,AL,1,1,4,2,0,0,0,41,17,8,3,2,6,0.298,5.27,0,0,1,0,60,1,8,0,0,1 +smithbu03,2018,1,KCA,AL,1,6,38,6,0,0,0,234,90,60,15,40,77,0.292,6.92,2,0,4,1,358,16,60,2,4,6 +smithca02,2018,1,BOS,AL,1,1,18,0,0,0,0,43,14,6,2,6,18,0.241,3.77,0,0,0,0,64,5,6,0,0,0 +smithca03,2018,1,MIA,NL,5,6,16,16,0,0,0,232,63,36,10,33,88,0.220,4.19,2,0,3,0,326,0,36,2,2,3 +smithdr01,2018,1,NYN,NL,1,1,27,0,0,0,0,84,34,11,2,6,18,0.309,3.54,0,1,2,0,120,8,11,0,2,3 +smithjo05,2018,1,HOU,AL,5,1,56,0,0,0,0,137,34,19,7,12,46,0.207,3.74,0,1,2,0,180,13,20,0,2,4 +smithmu01,2018,1,TOR,AL,0,0,3,0,0,0,0,10,5,3,0,1,0,0.385,8.10,0,0,1,0,16,2,3,0,1,1 +smithwi04,2018,1,SFN,NL,2,3,54,0,0,0,14,159,37,15,3,15,71,0.194,2.55,4,2,0,0,210,27,18,2,2,1 +smokejo01,2018,1,PIT,NL,0,0,7,0,0,0,0,17,11,7,2,5,2,0.423,11.12,0,2,0,0,31,1,7,0,0,1 +smokejo01,2018,2,DET,AL,0,0,1,0,0,0,0,5,0,0,0,2,2,0.000,0.00,0,0,0,0,7,0,0,0,0,0 +smolija01,2018,1,OAK,AL,0,0,1,0,0,0,0,3,2,2,1,0,0,0.400,18.00,0,0,0,0,5,1,2,0,0,0 +snellbl01,2018,1,TBA,AL,21,5,31,31,0,0,0,542,112,38,16,64,221,0.178,1.89,2,13,1,0,700,0,41,2,3,15 +sneltdj01,2018,1,SFN,NL,0,0,4,0,0,0,0,13,9,5,2,3,4,0.391,10.38,0,0,0,0,26,0,6,0,0,0 +sobotch01,2018,1,ATL,NL,1,0,14,0,0,0,0,43,5,3,2,9,21,0.104,1.88,2,3,0,0,58,5,3,1,0,0 +socolmi01,2018,1,ATL,NL,0,1,4,0,0,0,0,15,8,6,0,2,4,0.348,10.80,0,0,0,0,25,3,6,0,0,0 +solissa01,2018,1,WAS,NL,1,2,56,0,0,0,0,118,43,28,7,18,44,0.277,6.41,1,4,4,0,177,5,28,0,0,3 +soriajo01,2018,1,CHA,AL,0,3,40,0,0,0,16,116,35,11,2,10,49,0.230,2.56,1,1,1,0,164,29,13,1,0,1 +soriajo01,2018,2,MIL,NL,3,1,26,0,0,0,0,66,18,10,2,6,26,0.214,4.09,0,1,1,1,91,0,11,0,0,3 +sorokmi01,2018,1,ATL,NL,2,1,5,5,0,0,0,77,30,10,1,7,21,0.288,3.51,0,2,0,0,113,0,14,1,1,3 +spangco01,2018,1,SDN,NL,0,0,2,0,0,0,0,6,4,3,0,3,0,0.444,13.50,0,0,0,0,12,2,3,0,0,1 +sparkgl01,2018,1,KCA,AL,0,3,15,3,0,0,0,115,47,19,3,15,27,0.303,4.46,3,3,1,1,176,3,20,0,5,1 +sprinje01,2018,1,TEX,AL,1,1,18,2,0,0,0,96,32,12,4,14,31,0.256,3.38,1,3,1,0,141,4,14,1,0,3 +stammcr01,2018,1,SDN,NL,8,3,73,0,0,0,0,237,65,24,3,17,88,0.221,2.73,3,3,3,0,317,7,25,2,1,6 +stanery01,2018,1,TBA,AL,2,3,59,29,0,0,0,199,45,22,8,27,81,0.191,2.98,1,5,1,0,263,10,23,0,0,5 +steckdr01,2018,1,MIA,NL,4,4,71,0,0,0,5,194,55,28,7,27,74,0.227,3.90,5,0,2,0,272,17,29,0,1,3 +stephja01,2018,1,CIN,NL,2,3,29,0,0,0,0,115,50,21,7,15,33,0.307,4.93,3,3,3,0,183,12,30,2,0,3 +stephro01,2018,1,CIN,NL,0,2,4,3,0,0,0,35,17,12,2,12,11,0.340,9.26,3,2,0,1,63,0,12,0,1,0 +stewabr01,2018,1,LAN,NL,0,1,9,2,0,0,0,53,23,12,4,9,14,0.303,6.11,3,1,2,0,90,3,15,1,1,1 +stewako01,2018,1,MIN,AL,2,1,8,4,0,0,0,110,34,15,1,18,24,0.246,3.68,0,4,3,0,159,0,16,0,0,6 +stockro01,2018,1,SDN,NL,1,1,32,0,0,0,0,119,37,11,1,13,38,0.247,2.50,1,3,2,1,166,6,13,1,0,3 +stouter01,2018,1,KCA,AL,0,0,3,0,0,0,0,7,7,6,2,2,2,0.500,23.14,0,0,0,0,16,0,7,0,0,0 +strahma01,2018,1,SDN,NL,3,4,41,5,0,0,0,184,39,14,6,21,69,0.178,2.05,1,2,3,0,245,5,16,1,1,2 +straida01,2018,1,MIA,NL,5,6,23,23,0,0,0,367,107,56,20,52,99,0.237,4.12,5,1,7,0,518,0,62,4,3,8 +strasst01,2018,1,WAS,NL,10,7,22,22,0,0,0,390,118,54,18,38,156,0.240,3.74,2,5,8,1,544,0,59,1,5,6 +stratch01,2018,1,SFN,NL,10,10,28,26,1,1,0,435,153,82,19,54,112,0.273,5.09,1,6,2,0,625,1,87,3,6,14 +strichu01,2018,1,SFN,NL,3,5,49,0,0,0,14,136,43,20,5,21,37,0.247,3.97,2,4,1,0,201,35,25,2,3,3 +stripro01,2018,1,LAN,NL,8,6,33,21,0,0,0,366,123,41,18,22,136,0.257,3.02,2,3,1,0,503,2,42,2,0,6 +stromma01,2018,1,TOR,AL,4,9,19,19,0,0,0,307,115,63,9,36,77,0.283,5.54,0,3,2,1,449,0,68,2,3,14 +stroppe01,2018,1,CHN,NL,6,1,60,0,0,0,13,179,38,15,4,21,57,0.179,2.26,3,3,5,0,240,20,15,1,1,7 +stumpda01,2018,1,DET,AL,1,5,56,0,0,0,0,115,44,21,5,16,37,0.286,4.93,1,2,0,0,173,5,23,1,2,2 +suarean01,2018,1,SFN,NL,7,13,29,29,0,0,0,481,163,80,23,45,130,0.269,4.49,1,4,3,0,665,0,85,5,6,22 +suarera01,2018,1,PHI,NL,1,1,4,3,0,0,0,45,21,9,3,6,11,0.339,5.40,1,0,0,1,69,0,14,1,0,4 +sucreje01,2018,1,TBA,AL,0,0,2,0,0,0,0,3,4,2,0,0,0,0.667,18.00,0,0,0,0,7,1,2,0,1,0 +suerowa01,2018,1,WAS,NL,4,1,40,0,0,0,0,143,43,19,4,15,47,0.240,3.59,2,3,4,1,200,11,20,1,1,1 +suterbr01,2018,1,MIL,NL,8,7,20,18,0,0,0,304,102,50,18,19,84,0.258,4.44,2,1,4,0,424,0,55,5,1,2 +swarzan01,2018,1,NYN,NL,0,2,29,0,0,0,4,79,28,18,6,14,31,0.280,6.15,0,2,1,0,116,12,18,0,1,2 +syndeno01,2018,1,NYN,NL,13,4,25,25,2,1,0,463,148,52,9,39,155,0.250,3.03,2,2,7,0,644,0,55,3,3,11 +taillja01,2018,1,PIT,NL,14,10,32,32,2,1,0,573,179,68,20,46,179,0.246,3.20,4,2,6,0,785,0,69,4,2,14 +tanakma01,2018,1,NYA,AL,12,6,27,27,1,1,0,468,141,65,25,35,159,0.240,3.75,0,3,7,0,635,0,68,3,2,13 +tarplst01,2018,1,NYA,AL,0,0,10,0,0,0,0,27,6,3,0,6,13,0.176,3.00,0,0,0,0,40,3,3,0,0,0 +taylobe03,2018,1,CLE,AL,0,0,6,0,0,0,0,18,6,4,2,1,8,0.250,6.00,0,0,0,0,25,4,4,0,0,0 +tazawju01,2018,1,MIA,NL,1,1,22,0,0,0,0,60,28,20,6,13,24,0.329,9.00,3,0,0,0,99,8,21,0,1,0 +tazawju01,2018,2,LAA,AL,0,0,9,0,0,0,0,24,7,2,1,3,4,0.226,2.25,0,1,0,0,35,2,3,1,0,0 +teherju01,2018,1,ATL,NL,9,9,31,31,0,0,0,527,122,77,26,84,162,0.196,3.94,3,2,9,3,724,0,80,3,5,8 +teperry01,2018,1,TOR,AL,5,5,68,0,0,0,7,194,55,26,9,24,68,0.237,3.62,1,5,4,1,263,19,27,0,3,6 +thompja03,2018,1,PHI,NL,1,0,9,0,0,0,2,49,14,9,1,11,14,0.230,4.96,2,1,0,0,76,6,10,3,1,1 +thornty01,2018,1,BOS,AL,2,0,25,0,0,0,0,72,28,15,6,10,21,0.295,5.63,0,2,1,0,107,9,15,0,1,3 +tillmch01,2018,1,BAL,AL,1,5,7,7,0,0,0,80,42,31,6,17,13,0.365,10.46,0,6,2,0,137,0,32,1,2,3 +toccica01,2018,1,TEX,AL,0,0,1,0,0,0,0,2,0,0,0,0,0,0.000,0.00,0,0,0,0,2,0,0,0,0,0 +tomlijo01,2018,1,CLE,AL,2,5,32,9,0,0,0,211,92,48,25,12,46,0.304,6.14,1,5,4,0,321,19,52,0,2,2 +torreca01,2018,1,WAS,NL,0,0,10,0,0,0,0,29,9,7,3,3,9,0.243,6.52,0,0,1,0,41,9,7,0,0,0 +toussto01,2018,1,ATL,NL,2,1,7,5,0,0,0,87,18,13,1,21,32,0.182,4.03,1,1,2,0,123,1,13,1,0,4 +treinbl01,2018,1,OAK,AL,9,2,68,0,0,0,38,241,46,7,2,21,100,0.158,0.78,3,6,1,0,315,58,12,1,0,4 +triggan01,2018,1,OAK,AL,3,1,9,9,0,0,0,124,37,24,7,18,43,0.231,5.23,0,3,3,0,182,0,24,0,1,2 +trivilo01,2018,1,OAK,AL,8,3,69,1,0,0,4,222,53,24,8,31,82,0.201,2.92,4,4,2,1,299,10,24,1,1,8 +tropeni01,2018,1,LAA,AL,5,6,14,14,0,0,0,228,68,40,16,31,64,0.242,4.74,2,2,2,0,316,0,41,0,2,7 +tsengje01,2018,1,CHN,NL,0,0,1,1,0,0,0,6,4,3,1,0,3,0.400,13.50,0,0,0,0,10,0,3,0,0,0 +tuivasa01,2018,1,SLN,NL,3,3,31,0,0,0,0,95,35,13,3,11,26,0.273,3.69,2,4,2,0,144,5,14,2,1,4 +tuivasa01,2018,2,SEA,AL,1,0,5,0,0,0,0,16,6,1,0,1,4,0.300,1.69,0,1,0,0,21,0,1,0,0,1 +turnbsp01,2018,1,DET,AL,0,2,4,3,0,0,0,49,17,11,1,4,15,0.262,6.06,0,1,0,1,69,0,11,0,0,1 +turneja01,2018,1,MIA,NL,0,0,4,0,0,0,0,17,13,10,1,5,2,0.448,15.88,0,0,0,0,35,1,10,0,1,0 +turneja01,2018,2,DET,AL,0,1,1,1,0,0,0,3,6,5,1,1,1,0.600,45.00,0,0,0,0,11,0,7,0,0,0 +underdu01,2018,1,CHN,NL,0,1,1,1,0,0,0,12,2,1,1,3,3,0.154,2.25,0,0,0,0,16,0,1,0,0,1 +urenajo01,2018,1,MIA,NL,9,12,31,31,1,0,0,522,155,77,19,51,130,0.242,3.98,8,2,12,1,712,0,78,5,4,16 +uriasju01,2018,1,LAN,NL,0,0,3,0,0,0,0,12,1,0,0,0,7,0.077,0.00,0,0,0,0,13,3,0,0,0,0 +valdefr01,2018,1,HOU,AL,4,1,8,5,0,0,0,111,22,9,3,24,34,0.175,2.19,0,5,4,0,154,0,10,0,0,7 +valdejo03,2018,1,SFN,NL,0,0,4,0,0,0,0,15,8,7,3,1,4,0.348,12.60,0,0,0,0,24,3,7,0,0,0 +valenda01,2018,1,BAL,AL,0,0,1,0,0,0,0,1,0,0,0,0,1,0.000,0.00,0,0,0,0,1,1,0,0,0,0 +valenje01,2018,1,PHI,NL,0,0,1,0,0,0,0,3,2,3,1,2,1,0.400,27.00,0,0,0,0,7,1,3,0,0,0 +vargaja01,2018,1,NYN,NL,7,9,20,20,0,0,0,276,100,59,18,30,84,0.276,5.77,1,0,5,0,404,0,60,5,2,7 +vasquan02,2018,1,MIN,AL,1,0,9,0,0,0,0,15,5,3,0,2,7,0.238,5.40,0,0,3,0,26,0,4,0,0,0 +vastoje01,2018,1,COL,NL,0,0,1,0,0,0,0,2,3,3,0,1,1,0.600,40.50,0,0,0,0,6,0,3,0,0,0 +vastoje01,2018,2,KCA,AL,0,1,5,0,0,0,0,11,3,1,1,1,3,0.214,2.45,0,0,0,0,15,0,2,0,0,0 +velasvi01,2018,1,PHI,NL,9,12,31,30,0,0,0,440,138,79,16,59,161,0.250,4.85,1,9,8,0,630,1,83,7,3,9 +velazhe01,2018,1,BOS,AL,7,2,47,8,0,0,0,255,97,30,7,26,53,0.290,3.18,1,4,7,0,370,15,35,0,2,12 +vendipa01,2018,1,LAN,NL,0,0,15,0,0,0,0,42,11,4,1,3,9,0.212,2.57,1,0,2,0,57,6,4,0,0,2 +ventejo01,2018,1,TBA,AL,1,1,22,1,0,0,1,42,11,6,1,6,11,0.212,3.86,1,0,0,0,58,6,6,0,0,1 +ventejo01,2018,2,ATL,NL,4,1,28,0,0,0,2,61,15,8,0,10,16,0.205,3.54,2,3,1,0,87,4,9,2,1,2 +verhadr01,2018,1,DET,AL,3,3,41,1,0,0,0,169,46,29,6,19,53,0.222,4.63,0,6,3,0,233,4,29,0,4,4 +verlaju01,2018,1,HOU,AL,16,9,34,34,1,1,0,642,156,60,28,37,290,0.200,2.52,0,5,8,2,833,0,63,2,5,3 +vieirth01,2018,1,CHA,AL,1,1,16,0,0,0,1,53,21,14,4,9,15,0.292,7.13,0,6,3,1,85,9,14,0,1,0 +vinceni01,2018,1,SEA,AL,4,4,62,1,0,0,0,169,50,25,7,15,56,0.229,3.99,4,0,3,1,239,8,28,1,2,1 +vizcaar01,2018,1,ATL,NL,2,2,39,0,0,0,16,115,30,9,4,15,40,0.213,2.11,1,4,2,0,158,31,9,0,0,3 +volstch01,2018,1,CHA,AL,1,5,33,1,0,0,0,142,65,33,9,12,29,0.332,6.27,1,1,3,0,215,5,35,1,3,7 +vothau01,2018,1,WAS,NL,1,1,4,2,0,0,0,37,12,9,3,6,11,0.255,6.57,0,1,0,0,55,0,9,1,1,0 +wachami01,2018,1,SLN,NL,8,2,15,15,0,0,0,253,68,30,9,36,71,0.221,3.20,0,2,2,1,355,0,36,4,5,4 +wahlbo01,2018,1,NYN,NL,0,1,7,0,0,0,0,16,9,6,2,4,7,0.360,10.13,0,0,0,0,29,0,6,0,0,0 +wainwad01,2018,1,SLN,NL,2,4,8,8,0,0,0,121,41,20,5,18,40,0.263,4.46,1,1,2,0,181,0,21,3,2,2 +waldema01,2018,1,BOS,AL,0,0,8,0,0,0,1,44,14,6,0,3,14,0.255,3.68,0,2,1,0,59,5,7,0,0,3 +walketa01,2018,1,ARI,NL,0,0,3,3,0,0,0,39,15,5,1,5,9,0.294,3.46,0,0,0,0,56,0,5,0,0,1 +warread01,2018,1,NYA,AL,0,1,24,0,0,0,0,90,26,9,3,12,37,0.228,2.70,0,1,1,0,128,6,9,0,1,0 +warread01,2018,2,SEA,AL,3,1,23,0,0,0,0,65,22,9,3,8,15,0.256,3.74,1,2,1,0,95,4,9,0,0,1 +watsoto01,2018,1,SFN,NL,4,6,72,0,0,0,0,198,54,19,4,14,72,0.224,2.59,3,0,1,0,261,10,19,3,2,5 +weavelu01,2018,1,SLN,NL,7,11,30,25,0,0,0,409,150,75,19,54,121,0.277,4.95,2,3,3,0,609,3,83,9,1,9 +webbty01,2018,1,SDN,NL,0,1,4,0,0,0,0,15,6,7,2,3,4,0.286,12.60,0,0,0,0,24,1,7,0,0,0 +webbty01,2018,2,SLN,NL,0,0,18,0,0,0,0,46,16,3,1,6,11,0.276,1.76,2,0,1,0,66,4,8,1,0,1 +weberry01,2018,1,TBA,AL,0,1,2,0,0,0,0,16,5,3,0,2,1,0.238,5.06,0,0,1,0,25,0,5,0,1,0 +webstal01,2018,1,CHN,NL,1,0,3,0,0,0,0,9,2,2,1,1,3,0.167,6.00,0,0,2,0,15,1,2,0,0,0 +weissza01,2018,1,CIN,NL,0,0,1,0,0,0,0,0,2,4,2,2,0,1.000,,0,0,0,0,4,0,4,0,0,0 +wendejb01,2018,1,OAK,AL,0,0,13,0,0,0,0,50,8,1,1,5,14,0.140,0.54,0,1,0,0,62,3,1,0,0,1 +whalero01,2018,1,SEA,AL,0,0,1,0,0,0,0,12,1,0,0,1,0,0.077,0.00,0,0,0,0,14,0,0,0,0,0 +wheelza01,2018,1,NYN,NL,12,7,29,29,0,0,0,547,150,67,14,55,179,0.225,3.31,0,2,9,1,744,0,69,8,4,14 +whitlch01,2018,1,ATL,NL,0,0,1,0,0,0,0,3,2,2,1,1,1,0.400,18.00,0,0,0,0,6,0,2,0,0,0 +wickro01,2018,1,SDN,NL,0,1,10,0,0,0,0,25,13,6,1,1,7,0.351,6.48,0,0,0,0,38,3,6,0,0,1 +wieckbr01,2018,1,SDN,NL,0,0,5,0,0,0,0,21,3,1,1,0,10,0.125,1.29,0,0,0,0,24,0,1,0,0,0 +wilkeaa01,2018,1,MIL,NL,0,1,3,1,0,0,0,27,12,10,4,3,10,0.308,10.00,0,0,1,0,43,2,10,0,0,0 +williau01,2018,1,WAS,NL,0,1,10,0,0,0,0,29,10,6,5,6,8,0.270,5.59,2,1,0,0,44,4,6,1,0,0 +willita01,2018,1,MIL,NL,1,3,56,0,0,0,0,159,53,25,6,25,57,0.260,4.25,4,4,1,0,236,10,28,4,2,3 +willitr01,2018,1,PIT,NL,14,10,31,31,1,1,0,512,146,59,15,55,126,0.231,3.11,3,4,4,0,701,0,64,6,4,12 +wilsoal01,2018,1,DET,AL,2,4,59,0,0,0,0,185,50,23,8,15,43,0.223,3.36,2,2,2,0,245,13,24,2,2,4 +wilsobr02,2018,1,ATL,NL,1,0,3,1,0,0,0,21,8,5,0,6,6,0.308,6.43,2,0,0,0,33,2,5,0,1,2 +wilsoju10,2018,1,CHN,NL,4,5,71,0,0,0,0,164,45,21,5,33,69,0.223,3.46,1,4,0,1,236,12,22,0,1,5 +wingetr01,2018,1,SDN,NL,0,0,22,0,0,0,0,57,13,8,3,11,27,0.191,3.79,0,1,1,0,81,5,8,0,1,0 +winklda01,2018,1,ATL,NL,4,0,69,0,0,0,2,181,52,23,3,20,69,0.228,3.43,1,2,5,0,255,11,27,1,1,3 +wislema01,2018,1,ATL,NL,1,1,7,3,0,0,0,80,30,16,6,5,21,0.283,5.40,0,1,0,0,112,1,16,0,1,2 +wislema01,2018,2,CIN,NL,0,0,11,0,0,0,0,40,11,3,2,2,11,0.224,2.03,0,0,0,0,54,2,4,1,2,0 +wittgni01,2018,1,MIA,NL,2,1,32,0,0,0,0,101,29,11,1,15,31,0.223,2.94,3,2,1,0,148,6,13,1,1,1 +woodal02,2018,1,LAN,NL,9,7,33,27,0,0,0,455,143,62,14,40,135,0.247,3.68,5,2,8,1,637,0,70,3,7,14 +woodbl01,2018,1,LAA,AL,1,0,13,0,0,0,0,35,8,3,1,7,10,0.211,2.31,2,0,1,0,47,1,3,0,1,2 +woodhu01,2018,1,TBA,AL,1,1,29,8,0,0,0,123,42,17,4,18,42,0.264,3.73,1,0,0,1,179,3,17,1,1,2 +woodrbr01,2018,1,MIL,NL,3,0,19,4,0,0,1,127,36,17,4,14,47,0.226,3.61,0,1,2,0,176,4,18,0,1,3 +workmbr01,2018,1,BOS,AL,6,1,43,0,0,0,0,124,34,15,6,16,37,0.230,3.27,0,0,0,0,167,4,15,0,3,1 +wrighky01,2018,1,ATL,NL,0,0,4,0,0,0,0,18,4,3,2,6,5,0.182,4.50,0,0,0,0,28,1,3,0,0,0 +wrighmi01,2018,1,BAL,AL,4,2,48,2,0,0,0,253,101,52,12,36,74,0.299,5.55,1,4,7,0,388,16,55,1,6,6 +wrighst01,2018,1,BOS,AL,3,1,20,4,0,0,1,161,41,16,5,26,42,0.210,2.68,1,0,2,0,223,4,17,0,0,5 +yacabji01,2018,1,BAL,AL,0,2,12,7,0,0,0,120,40,24,8,18,33,0.261,5.40,1,4,5,0,177,0,25,1,0,3 +yarbrry01,2018,1,TBA,AL,16,6,38,6,0,0,0,442,140,64,18,50,128,0.246,3.91,6,1,8,0,628,3,70,1,1,10 +yateski01,2018,1,SDN,NL,5,3,65,0,0,0,12,189,41,15,6,17,90,0.181,2.14,0,2,4,0,250,28,15,0,3,2 +zagurmi01,2018,1,MIL,NL,0,1,2,0,0,0,0,3,5,7,0,2,2,0.625,63.00,1,0,0,0,10,0,7,0,0,0 +zamorda01,2018,1,NYN,NL,1,0,16,0,0,0,0,27,6,3,1,3,16,0.194,3.00,1,0,1,0,36,4,3,1,0,1 +zastrro01,2018,1,CHN,NL,1,0,6,0,0,0,0,17,6,3,0,4,3,0.286,4.76,0,0,1,0,26,2,3,0,0,0 +zieglbr01,2018,1,MIA,NL,1,5,53,0,0,0,10,156,49,23,7,17,37,0.254,3.98,4,1,2,0,213,23,25,0,1,11 +zieglbr01,2018,2,ARI,NL,1,1,29,0,0,0,0,65,22,9,1,8,13,0.265,3.74,2,0,0,0,92,1,9,0,1,3 +zimmejo02,2018,1,DET,AL,7,8,25,25,0,0,0,394,140,66,28,26,111,0.269,4.52,0,1,2,0,556,0,76,2,5,4 +abadfe01,2019,1,SFN,NL,0,2,21,0,0,0,0,39,9,6,2,3,9,0.196,4.15,0,1,0,0,49,1,6,0,0,3 +abreubr01,2019,1,HOU,AL,0,0,7,0,0,0,0,26,4,1,0,3,13,0.138,1.04,0,0,0,0,32,2,1,0,0,1 +adamja01,2019,1,TOR,AL,3,0,23,0,0,0,0,65,15,7,1,10,18,0.200,2.91,1,1,3,2,91,2,8,0,3,2 +adamsau01,2019,1,MIN,AL,0,0,2,0,0,0,0,8,4,5,2,3,5,0.333,16.88,0,0,0,0,15,1,5,0,0,0 +adamsau01,2019,2,DET,AL,0,0,13,0,0,0,0,42,14,8,2,10,9,0.259,5.14,1,0,0,0,65,8,8,0,1,1 +adamsau02,2019,1,WAS,NL,0,0,1,0,0,0,0,3,0,1,0,2,2,0.000,9.00,0,2,1,0,6,0,1,0,0,0 +adamsau02,2019,2,SEA,AL,2,2,29,2,0,0,0,93,20,13,4,14,51,0.183,3.77,0,2,0,0,124,3,13,0,1,3 +adamsch01,2019,1,NYA,AL,1,1,13,0,0,0,1,76,39,24,7,11,23,0.351,8.53,0,1,2,1,124,5,25,0,0,2 +adriaeh01,2019,1,MIN,AL,0,0,1,0,0,0,0,3,5,3,0,0,1,0.625,27.00,0,0,0,0,8,1,3,0,0,0 +agrazda01,2019,1,PIT,NL,4,5,15,14,0,0,0,220,82,40,15,18,41,0.283,4.91,0,0,10,0,321,0,43,2,1,5 +alanirj01,2019,1,SEA,AL,0,0,4,0,0,0,0,12,11,9,3,3,6,0.500,20.25,0,0,0,0,25,1,10,0,0,1 +alanirj01,2019,2,CIN,NL,1,0,8,0,0,0,0,35,8,7,0,4,7,0.195,5.40,0,0,0,1,46,3,7,0,1,1 +alberha01,2019,1,BAL,AL,0,0,1,0,0,0,0,3,1,2,1,2,0,0.250,18.00,0,0,1,0,7,1,2,0,0,0 +alberma01,2019,1,MIL,NL,8,6,67,0,0,0,4,179,53,34,8,29,57,0.239,5.13,3,2,3,1,258,13,34,2,2,8 +alcaljo01,2019,1,MIN,AL,0,0,2,0,0,0,0,5,1,0,0,1,1,0.167,0.00,0,0,0,0,7,2,0,0,0,0 +alcansa01,2019,1,MIA,NL,6,14,32,32,2,2,0,592,179,85,23,81,151,0.241,3.88,5,4,8,1,838,0,94,5,1,23 +alcanvi01,2019,1,DET,AL,3,2,46,0,0,0,0,128,45,23,8,15,24,0.276,4.85,0,3,2,0,182,9,25,1,1,7 +alexasc01,2019,1,LAN,NL,3,2,28,0,0,0,0,52,17,7,2,7,9,0.250,3.63,2,0,1,0,76,4,7,0,0,3 +alexaty01,2019,1,DET,AL,1,4,13,8,0,0,0,161,68,29,9,7,47,0.302,4.86,0,1,2,0,235,1,30,0,1,5 +allarko01,2019,1,TEX,AL,4,2,9,9,0,0,0,136,52,25,3,19,33,0.281,4.96,0,1,2,0,208,0,26,0,1,4 +allenco01,2019,1,LAA,AL,0,2,25,0,0,0,4,69,24,16,9,20,29,0.255,6.26,0,3,0,0,116,13,16,0,1,0 +allenlo01,2019,1,SDN,NL,2,3,8,4,0,0,0,76,33,19,4,13,14,0.330,6.75,0,0,2,0,118,2,20,2,1,4 +allenlo01,2019,2,CLE,AL,0,0,1,0,0,0,0,7,3,0,0,0,3,0.333,0.00,0,0,0,0,9,1,0,0,0,0 +almonye01,2019,1,COL,NL,0,1,28,0,0,0,0,102,39,21,7,14,29,0.279,5.56,0,1,1,0,157,6,22,1,1,1 +altavda01,2019,1,SEA,AL,2,1,17,0,0,0,0,44,9,9,1,12,18,0.180,5.52,1,2,0,0,64,3,9,1,1,1 +altheaa01,2019,1,PHI,NL,0,0,1,0,0,0,0,3,2,1,0,0,2,0.400,9.00,0,0,0,0,5,1,1,0,0,0 +alvarjo02,2019,1,PHI,NL,3,4,67,1,0,0,1,177,66,22,8,18,51,0.284,3.36,4,3,1,0,255,11,25,1,3,5 +alvarjo03,2019,1,TBA,AL,1,6,35,1,0,0,7,90,29,16,2,27,39,0.254,4.80,3,8,0,0,146,16,18,3,2,3 +alzolad01,2019,1,CHN,NL,1,1,4,2,0,0,0,37,13,10,4,9,13,0.260,7.30,0,0,1,0,60,1,10,0,0,0 +anderbr04,2019,1,OAK,AL,13,9,31,31,0,0,0,528,181,76,20,49,90,0.265,3.89,2,4,4,0,743,0,80,4,4,17 +anderch01,2019,1,MIL,NL,8,4,32,27,0,0,0,417,126,65,23,50,124,0.240,4.21,2,1,8,1,592,1,67,6,2,6 +anderco01,2019,1,CLE,AL,0,1,5,2,0,0,0,26,12,9,1,8,9,0.333,9.35,0,3,1,0,46,2,9,1,0,0 +anderdr02,2019,1,PHI,NL,0,0,2,0,0,0,0,18,6,5,1,6,6,0.250,7.50,2,0,0,0,30,1,5,0,0,0 +anderju01,2019,1,LAA,AL,3,0,54,0,0,0,1,141,42,29,6,32,60,0.232,5.55,0,4,1,0,217,7,32,1,2,1 +anderni01,2019,1,MIA,NL,2,4,45,0,0,0,1,131,40,19,5,16,69,0.238,3.92,3,2,1,0,186,3,19,0,1,3 +anderni01,2019,2,TBA,AL,3,0,23,0,0,0,0,64,12,5,3,2,41,0.160,2.11,1,2,1,0,78,0,5,0,0,0 +andersh01,2019,1,SFN,NL,3,5,28,16,0,0,2,288,111,58,13,38,70,0.291,5.44,3,6,2,0,427,4,61,4,1,11 +anderta01,2019,1,OAK,AL,0,3,5,5,0,0,0,67,30,15,4,7,18,0.309,6.04,1,3,0,0,105,0,16,0,0,0 +anderty01,2019,1,COL,NL,0,3,5,5,0,0,0,62,33,27,8,11,23,0.363,11.76,0,0,0,1,106,0,27,2,2,1 +andrima01,2019,1,ARI,NL,5,5,54,0,0,0,1,212,72,37,8,27,79,0.262,4.71,4,9,3,2,310,13,37,1,3,2 +aranovi01,2019,1,PHI,NL,1,0,3,0,0,0,0,14,2,2,1,2,7,0.154,3.86,0,0,0,0,16,1,2,0,1,1 +araujpe01,2019,1,BAL,AL,0,0,1,0,0,0,0,2,2,2,1,1,0,0.667,27.00,0,0,0,0,4,0,2,0,0,1 +archech01,2019,1,PIT,NL,3,9,23,23,0,0,0,359,114,69,25,55,143,0.249,5.19,2,6,4,0,526,0,73,6,3,5 +armenro01,2019,1,HOU,AL,1,1,5,2,0,0,1,54,17,8,1,5,18,0.243,4.00,0,0,0,0,75,2,9,0,0,1 +armstsh01,2019,1,SEA,AL,0,1,4,0,0,0,0,11,8,6,1,3,3,0.444,14.73,1,0,1,0,23,1,6,1,0,0 +armstsh01,2019,2,BAL,AL,1,0,51,0,0,0,4,163,58,31,7,26,60,0.269,5.13,0,4,3,1,248,9,32,0,3,4 +arrieja01,2019,1,PHI,NL,8,8,24,24,0,0,0,407,149,70,21,51,110,0.283,4.64,3,7,7,0,594,0,76,5,4,12 +arteahu01,2019,1,KCA,AL,0,0,1,0,0,0,0,5,2,1,1,1,0,0.286,5.40,0,0,0,0,8,1,1,0,0,0 +avilaal01,2019,1,ARI,NL,0,0,2,0,0,0,0,6,2,1,0,1,1,0.286,4.50,0,0,0,0,8,2,1,0,0,1 +avilalu01,2019,1,NYN,NL,4,0,45,0,0,0,0,96,33,18,5,14,30,0.266,5.06,0,2,3,0,141,8,18,0,0,4 +avilape01,2019,1,SDN,NL,0,0,1,1,0,0,0,16,4,1,0,2,5,0.200,1.69,0,0,1,0,23,0,1,0,0,0 +baezmi01,2019,1,SDN,NL,1,1,24,1,0,0,0,89,25,10,3,14,28,0.223,3.03,2,1,3,1,131,8,10,1,1,0 +baezpe01,2019,1,LAN,NL,7,2,71,0,0,0,1,209,43,24,6,23,69,0.174,3.10,1,0,4,0,276,9,30,2,0,7 +baezsa01,2019,1,DET,AL,0,0,1,0,0,0,0,3,2,1,0,0,0,0.400,9.00,0,0,0,0,5,0,1,0,0,0 +baileho02,2019,1,KCA,AL,7,6,18,18,0,0,0,270,89,48,12,38,81,0.258,4.80,0,2,2,0,389,0,49,1,3,6 +baileho02,2019,2,OAK,AL,6,3,13,13,0,0,0,220,73,35,9,15,68,0.254,4.30,1,2,2,1,307,0,35,1,2,5 +bandaan01,2019,1,TBA,AL,0,0,3,0,0,0,0,12,6,3,0,0,2,0.333,6.75,0,0,0,0,18,1,3,0,0,0 +banuema01,2019,1,CHA,AL,3,4,16,8,0,0,0,152,60,39,12,33,44,0.303,6.93,3,2,1,1,235,4,39,1,2,5 +bardlu01,2019,1,LAA,AL,3,3,32,3,0,0,0,147,41,26,8,13,40,0.228,4.78,1,5,5,1,199,5,27,0,1,6 +barlosc01,2019,1,KCA,AL,3,3,61,0,0,0,1,211,64,33,6,37,92,0.240,4.22,3,5,3,1,310,7,33,2,1,2 +barneja01,2019,1,MIL,NL,1,1,18,1,0,0,0,59,22,15,3,11,22,0.265,6.86,1,1,0,0,95,3,17,0,1,1 +barneja01,2019,2,KCA,AL,0,4,15,0,0,0,0,39,14,12,4,11,10,0.264,8.31,0,2,0,0,65,3,13,0,1,1 +barnema01,2019,1,BOS,AL,5,4,70,0,0,0,4,193,51,27,8,38,110,0.210,3.78,2,13,2,1,285,14,29,0,1,3 +barneto01,2019,1,CHN,NL,0,0,2,0,0,0,0,4,2,1,1,0,0,0.400,6.75,0,0,0,0,5,0,1,0,0,1 +barraky01,2019,1,WAS,NL,1,2,33,0,0,0,0,77,33,19,8,12,30,0.303,6.66,2,2,2,1,124,6,21,0,1,0 +barraky01,2019,2,SFN,NL,0,0,10,0,0,0,0,24,5,2,1,9,10,0.167,2.25,0,1,0,0,40,3,3,1,0,0 +barreaa01,2019,1,WAS,NL,0,0,3,0,0,0,0,7,5,4,1,4,1,0.417,15.43,0,1,0,0,16,0,4,0,0,0 +barreja01,2019,1,NYA,AL,0,0,2,0,0,0,0,11,6,6,2,2,4,0.353,14.73,0,0,0,0,19,2,6,0,0,0 +barrija01,2019,1,LAA,AL,4,10,19,13,0,0,0,248,92,59,24,27,75,0.275,6.42,0,1,2,0,365,1,61,0,2,2 +bashlty01,2019,1,NYN,NL,0,3,24,0,0,0,0,66,21,17,6,17,20,0.250,6.95,2,0,0,0,103,7,17,1,1,1 +bassan01,2019,1,SEA,AL,2,4,44,0,0,0,5,144,30,19,5,17,43,0.179,3.56,2,6,1,0,189,14,20,2,1,2 +bassich01,2019,1,OAK,AL,10,5,28,25,0,0,0,432,125,61,21,47,141,0.229,3.81,0,3,13,0,612,2,66,2,5,9 +bauertr01,2019,1,CLE,AL,9,8,24,24,1,1,0,470,127,66,22,63,185,0.218,3.79,0,8,14,0,664,0,76,2,3,7 +bauertr01,2019,2,CIN,NL,2,5,10,10,0,0,0,169,57,40,12,19,68,0.261,6.39,0,2,5,0,247,0,42,3,2,2 +bautige01,2019,1,SEA,AL,0,1,8,2,0,0,0,27,13,11,2,9,7,0.333,11.00,0,2,0,1,49,3,11,0,1,0 +bednada01,2019,1,SDN,NL,0,2,13,0,0,0,0,33,10,8,3,5,14,0.250,6.55,0,0,0,0,48,4,8,2,1,1 +bedroca01,2019,1,LAA,AL,3,3,59,7,0,0,1,184,48,22,7,22,64,0.207,3.23,0,9,3,0,258,5,30,0,1,5 +beedety01,2019,1,SFN,NL,5,10,24,22,0,0,0,351,127,66,22,46,113,0.271,5.08,1,9,5,0,523,0,70,1,3,7 +beeksja01,2019,1,TBA,AL,6,3,33,3,0,0,1,313,115,50,12,40,89,0.281,4.31,1,3,9,0,464,5,56,1,5,9 +bergetr01,2019,1,SFN,NL,2,0,21,0,0,0,0,59,18,12,4,9,18,0.240,5.49,2,1,1,1,85,8,12,0,0,1 +berrijo01,2019,1,MIN,AL,14,8,32,32,1,0,0,601,194,82,26,51,195,0.251,3.68,0,8,9,1,842,0,94,2,6,13 +betande01,2019,1,NYA,AL,0,0,1,0,0,0,0,2,0,0,0,0,2,0.000,0.00,0,0,0,0,2,0,0,0,0,0 +bettich01,2019,1,COL,NL,1,6,39,3,0,0,1,191,78,43,10,21,42,0.301,6.08,3,2,5,0,287,9,47,2,0,6 +biagijo01,2019,1,TOR,AL,3,1,50,0,0,0,1,150,50,21,8,17,50,0.259,3.78,3,2,1,0,212,11,22,1,0,4 +biagijo01,2019,2,HOU,AL,0,1,13,0,0,0,0,44,21,12,6,9,10,0.350,7.36,0,1,0,0,69,4,13,0,0,6 +biddlje01,2019,1,ATL,NL,0,1,15,0,0,0,0,35,18,7,1,10,11,0.333,5.40,1,3,0,0,64,1,11,0,0,0 +biddlje01,2019,2,SEA,AL,0,0,11,0,0,0,0,33,20,12,2,7,8,0.400,9.82,0,4,1,0,60,1,14,0,2,2 +biddlje01,2019,3,TEX,AL,0,0,4,0,0,0,0,16,4,7,2,5,7,0.200,11.81,0,0,3,0,28,1,8,0,0,1 +biebesh01,2019,1,CLE,AL,15,8,34,33,3,2,0,643,186,78,31,40,259,0.230,3.28,1,6,6,1,859,1,86,2,1,14 +birdky01,2019,1,TEX,AL,0,0,12,0,0,0,1,38,11,11,5,15,10,0.229,7.82,0,2,2,1,65,5,11,0,0,1 +blachty01,2019,1,SFN,NL,0,0,2,0,0,0,0,19,14,10,2,4,3,0.438,14.21,0,0,0,0,36,1,10,0,0,1 +blachty01,2019,2,BAL,AL,1,3,5,5,0,0,0,62,32,26,6,13,17,0.356,11.32,0,2,0,0,103,0,27,0,0,3 +blackpa01,2019,1,OAK,AL,0,2,4,1,0,0,0,33,19,13,3,4,8,0.380,10.64,0,1,1,0,57,1,14,1,1,1 +blackra01,2019,1,SFN,NL,0,0,2,0,0,0,0,6,4,1,1,1,5,0.400,4.50,0,0,0,0,11,1,1,0,0,0 +blackra01,2019,2,MIL,NL,0,1,15,0,0,0,0,42,10,8,4,8,13,0.200,5.14,0,0,1,0,59,2,8,0,0,1 +blazemi01,2019,1,WAS,NL,0,0,4,0,0,0,0,15,6,4,1,5,0,0.286,7.20,0,0,0,0,26,3,4,0,0,0 +bleieri01,2019,1,BAL,AL,3,0,53,1,0,0,4,166,65,33,6,8,30,0.295,5.37,2,1,4,0,235,13,34,1,2,9 +blevije01,2019,1,ATL,NL,1,0,45,0,0,0,1,97,25,14,5,16,37,0.207,3.90,2,2,2,0,141,12,15,0,2,0 +bolanro01,2019,1,SDN,NL,0,2,5,3,0,0,0,59,17,13,3,12,19,0.230,5.95,0,1,1,0,88,0,13,0,1,1 +borucry01,2019,1,TOR,AL,0,1,2,2,0,0,0,20,15,8,2,6,6,0.441,10.80,0,0,0,0,40,0,10,0,0,2 +boshebu01,2019,1,TOR,AL,0,3,28,1,0,0,0,60,20,9,3,10,26,0.253,4.05,0,2,1,0,91,6,10,1,0,2 +bourqja01,2019,1,WAS,NL,0,0,1,0,0,0,0,2,3,4,0,2,0,0.750,54.00,0,0,0,0,6,0,4,0,0,1 +bowmama01,2019,1,CIN,NL,2,0,27,0,0,0,0,96,27,13,2,13,25,0.221,3.66,3,0,0,0,137,10,15,0,2,0 +boxbebr01,2019,1,KCA,AL,1,3,29,0,0,0,1,80,25,16,3,17,27,0.243,5.40,0,1,1,0,122,9,16,0,1,0 +boydma01,2019,1,DET,AL,9,12,32,32,0,0,0,556,178,94,39,50,238,0.247,4.56,1,6,8,4,788,0,101,4,4,9 +brachbr01,2019,1,CHN,NL,4,3,42,0,0,0,0,119,42,27,3,28,45,0.284,6.13,1,3,1,0,181,6,27,0,4,7 +brachbr01,2019,2,NYN,NL,1,1,16,0,0,0,0,44,15,6,1,3,15,0.263,3.68,1,0,0,0,61,0,6,1,0,0 +bradfch02,2019,1,SEA,AL,0,0,12,0,0,0,1,50,17,9,6,4,11,0.266,4.86,0,1,0,0,69,6,9,0,1,3 +bradlar01,2019,1,ARI,NL,4,5,66,1,0,0,18,215,67,28,5,36,87,0.246,3.52,2,0,5,0,317,32,30,2,2,6 +brasiry01,2019,1,BOS,AL,2,4,62,0,0,0,7,167,51,30,9,21,61,0.238,4.85,1,3,3,0,241,15,33,0,3,2 +braulst01,2019,1,PIT,NL,4,6,25,19,0,0,0,340,117,65,15,53,100,0.265,5.16,2,7,7,1,505,1,69,3,0,18 +brebbjo01,2019,1,SLN,NL,3,4,66,0,0,0,0,218,59,29,6,27,87,0.216,3.59,2,0,3,0,304,22,31,0,1,1 +brennbr01,2019,1,SEA,AL,3,6,44,0,0,0,0,142,34,24,6,24,47,0.201,4.56,4,6,0,0,196,7,25,0,3,7 +breweco01,2019,1,BOS,AL,1,2,58,0,0,0,0,164,59,25,6,34,52,0.277,4.12,1,9,2,0,253,8,26,1,3,7 +briceau01,2019,1,MIA,NL,1,0,36,0,0,0,0,134,37,17,7,18,46,0.214,3.43,2,2,7,0,199,10,21,0,1,1 +brighje01,2019,1,MIA,NL,3,2,32,0,0,0,1,115,36,19,8,14,39,0.248,4.46,2,6,1,0,161,10,20,0,1,4 +brittza01,2019,1,NYA,AL,3,1,66,0,0,0,3,184,38,13,3,32,53,0.182,1.91,1,3,1,0,245,15,13,1,2,11 +brookaa01,2019,1,OAK,AL,2,3,15,6,0,0,0,151,49,28,12,14,43,0.249,5.01,0,1,4,0,215,7,29,0,0,3 +brookaa01,2019,2,BAL,AL,4,5,14,12,0,0,0,179,69,41,9,20,39,0.289,6.18,0,3,6,1,267,1,43,1,1,8 +brossmi01,2019,1,TBA,AL,0,0,3,0,0,0,0,12,5,2,1,0,0,0.294,4.50,0,0,1,0,18,3,2,0,0,0 +buchhcl01,2019,1,TOR,AL,2,5,12,12,0,0,0,177,72,43,13,16,39,0.306,6.56,1,1,1,0,254,0,44,0,1,8 +buchtry01,2019,1,OAK,AL,1,1,64,0,0,0,0,136,42,15,8,23,50,0.251,2.98,2,1,2,0,198,7,16,3,3,2 +buehlwa01,2019,1,LAN,NL,14,4,30,30,2,0,0,547,153,66,20,37,215,0.223,3.26,0,4,7,0,737,0,77,2,6,8 +bumgama01,2019,1,SFN,NL,9,9,34,34,0,0,0,623,191,90,30,43,203,0.245,3.90,3,3,10,0,844,0,99,5,5,18 +bummeaa01,2019,1,CHA,AL,0,0,58,0,0,0,1,203,43,16,4,24,60,0.184,2.13,2,4,3,0,262,5,17,1,0,15 +bundydy01,2019,1,BAL,AL,7,14,30,30,0,0,0,485,161,86,29,58,162,0.256,4.79,0,7,6,1,700,0,95,1,7,15 +burdini01,2019,1,PIT,NL,2,1,11,0,0,0,0,26,11,9,1,3,17,0.297,9.35,0,1,0,0,40,3,9,0,0,0 +burkebr01,2019,1,TEX,AL,0,2,6,6,0,0,0,80,30,22,6,11,14,0.286,7.43,0,0,2,0,120,0,22,1,1,2 +burneco01,2019,1,MIL,NL,1,5,32,4,0,0,1,147,70,48,17,20,70,0.330,8.82,0,2,0,0,235,8,52,3,0,4 +burrry01,2019,1,CHA,AL,1,1,16,1,0,0,0,59,17,10,3,8,20,0.227,4.58,0,0,0,0,86,2,13,1,2,0 +buttrty01,2019,1,LAA,AL,6,7,72,0,0,0,2,217,69,32,8,23,84,0.247,3.98,0,6,5,0,309,6,34,0,2,5 +cabrege01,2019,1,SLN,NL,0,2,13,2,0,0,1,61,23,11,2,11,19,0.274,4.87,0,1,2,0,99,5,16,1,1,1 +cahiltr01,2019,1,LAA,AL,4,9,37,11,0,0,0,307,111,68,25,39,81,0.273,5.98,0,14,6,0,455,12,71,0,4,5 +cannigr01,2019,1,LAA,AL,5,6,18,17,0,0,0,271,80,46,14,30,96,0.235,4.58,0,9,8,1,384,1,46,1,4,2 +carasma01,2019,1,SEA,AL,0,1,11,5,0,0,0,29,11,5,2,5,10,0.297,4.66,0,4,0,0,43,2,6,0,1,1 +caratvi01,2019,1,CHN,NL,0,0,2,0,0,0,0,6,2,2,1,1,0,0.250,9.00,0,0,0,0,9,2,2,0,0,0 +carlesh01,2019,1,ATL,NL,0,0,6,0,0,0,0,28,11,10,3,9,6,0.297,9.64,2,0,3,0,49,0,10,0,0,1 +carpeda01,2019,1,TEX,AL,0,0,4,0,0,0,0,10,4,2,0,4,2,0.267,5.40,0,0,0,0,19,2,4,0,0,0 +carpery01,2019,1,DET,AL,1,6,9,9,0,0,0,122,61,42,12,13,25,0.339,9.30,0,0,2,2,197,0,46,0,2,4 +carraca01,2019,1,CLE,AL,6,7,23,12,1,1,1,240,92,47,18,16,96,0.288,5.29,1,2,2,0,341,3,48,2,2,7 +cashnan01,2019,1,BAL,AL,9,3,17,17,0,0,0,289,86,41,11,29,66,0.234,3.83,0,4,1,0,400,0,45,0,2,8 +cashnan01,2019,2,BOS,AL,2,5,25,6,0,0,1,161,58,37,8,29,42,0.287,6.20,0,4,3,0,236,3,39,1,1,9 +castidi01,2019,1,TBA,AL,5,8,65,6,0,0,8,206,59,26,8,26,81,0.230,3.41,4,5,5,0,290,18,32,1,1,7 +castijo03,2019,1,SDN,NL,0,0,1,0,0,0,0,2,0,0,0,1,2,0.000,0.00,0,1,1,0,4,0,0,0,0,0 +castilu02,2019,1,CIN,NL,15,8,32,32,0,0,0,572,139,72,22,79,226,0.202,3.40,0,5,7,3,781,0,76,6,1,17 +castrmi01,2019,1,BAL,AL,1,3,65,0,0,0,2,220,63,38,10,41,71,0.232,4.66,3,11,0,2,319,28,42,0,6,5 +ceasedy01,2019,1,CHA,AL,4,7,14,14,0,0,0,219,78,47,15,35,81,0.271,5.79,1,4,2,0,326,0,51,0,1,8 +cedenxa01,2019,1,CHN,NL,0,0,5,0,0,0,0,6,4,0,0,3,1,0.400,0.00,1,0,0,0,13,1,0,0,0,0 +cessalu01,2019,1,NYA,AL,2,1,43,0,0,0,1,243,75,37,14,31,75,0.246,4.11,1,1,3,0,343,14,42,0,4,9 +chacijh01,2019,1,MIL,NL,3,10,19,19,0,0,0,266,99,57,19,39,80,0.282,5.79,1,3,5,0,403,0,61,4,4,6 +chacijh01,2019,2,BOS,AL,0,2,6,5,0,0,0,44,16,12,6,7,21,0.267,7.36,0,0,0,0,67,0,12,0,0,0 +chafian01,2019,1,ARI,NL,2,2,77,0,0,0,0,158,52,22,6,18,68,0.257,3.76,0,2,2,0,225,6,23,3,0,5 +chapmar01,2019,1,NYA,AL,3,2,60,0,0,0,37,171,38,14,3,25,85,0.185,2.21,0,6,1,0,235,53,18,0,3,4 +chargjt01,2019,1,LAN,NL,1,0,21,0,0,0,0,64,21,15,4,5,28,0.273,6.33,2,0,2,0,88,9,16,0,4,3 +chatwty01,2019,1,CHN,NL,5,3,38,5,0,0,2,230,65,32,8,37,74,0.232,3.76,0,8,5,0,324,9,33,1,1,17 +chaveje01,2019,1,TEX,AL,3,5,48,9,0,0,1,234,82,42,12,22,72,0.267,4.85,0,1,5,0,337,5,48,1,2,5 +chenwe02,2019,1,MIA,NL,0,1,45,0,0,0,0,205,87,50,15,18,63,0.311,6.59,2,2,5,0,307,14,54,2,2,7 +chiriyo01,2019,1,TBA,AL,9,5,26,18,0,0,0,400,112,57,23,28,114,0.225,3.85,1,4,3,3,530,0,61,0,1,10 +cimbead01,2019,1,CLE,AL,6,3,68,0,0,0,1,170,56,28,6,19,41,0.257,4.45,2,0,4,0,244,12,29,1,2,8 +cishest01,2019,1,CHN,NL,4,6,70,0,0,0,7,192,48,21,7,29,57,0.210,2.95,1,4,7,0,267,23,22,0,2,8 +cisnejo01,2019,1,DET,AL,0,4,35,0,0,0,0,106,35,17,5,19,40,0.257,4.33,3,1,3,0,162,10,21,2,2,2 +civalaa01,2019,1,CLE,AL,3,4,10,10,0,0,0,173,44,15,4,16,46,0.216,2.34,0,2,1,0,227,0,18,1,5,5 +clarkta01,2019,1,ARI,NL,5,5,23,15,0,0,1,254,86,50,23,30,68,0.263,5.31,0,3,6,0,369,3,55,1,5,3 +claseem01,2019,1,TEX,AL,2,3,21,1,0,0,1,70,20,6,2,6,21,0.230,2.31,0,1,1,0,94,7,8,0,0,3 +claudal01,2019,1,MIL,NL,2,2,83,0,0,0,0,186,57,28,8,24,44,0.246,4.06,2,1,6,0,267,9,29,1,3,7 +clevimi01,2019,1,CLE,AL,13,4,21,21,0,0,0,378,96,38,10,37,169,0.209,2.71,0,0,2,0,499,0,38,0,1,4 +clippty01,2019,1,CLE,AL,1,0,53,3,0,0,0,186,38,20,8,15,64,0.176,2.90,0,3,7,0,241,7,20,2,1,3 +cobbal01,2019,1,BAL,AL,0,2,3,3,0,0,0,37,21,15,9,2,8,0.362,10.95,0,0,0,0,60,0,16,0,0,0 +coleaj01,2019,1,CLE,AL,3,1,25,0,0,0,1,78,31,11,4,8,30,0.290,3.81,0,0,0,0,118,9,16,1,2,2 +colege01,2019,1,HOU,AL,20,5,33,33,0,0,0,637,142,59,29,48,326,0.186,2.50,0,4,3,3,817,0,66,1,3,7 +coleta01,2019,1,LAA,AL,3,4,38,6,0,0,0,155,58,34,2,24,50,0.286,5.92,4,3,2,0,231,9,35,0,2,8 +colliti01,2019,1,CHN,NL,0,0,9,0,0,0,0,26,9,3,1,3,4,0.265,3.12,0,0,0,0,38,3,3,0,1,0 +colomal01,2019,1,CHA,AL,4,5,62,0,0,0,30,183,42,19,7,23,55,0.191,2.80,2,4,1,0,249,54,28,2,3,5 +conlead01,2019,1,MIA,NL,2,11,60,0,0,0,2,182,76,44,10,29,53,0.308,6.53,6,2,3,0,283,18,45,2,1,4 +coonrsa01,2019,1,SFN,NL,5,1,33,0,0,0,0,83,19,11,3,15,20,0.202,3.58,1,2,4,1,114,9,11,1,0,6 +corbipa01,2019,1,WAS,NL,14,7,33,33,1,1,0,606,169,73,24,70,238,0.227,3.25,2,4,3,0,835,0,81,8,8,14 +cordeji01,2019,1,TOR,AL,0,1,1,0,0,0,0,4,2,1,1,0,0,0.400,6.75,0,0,0,0,5,1,1,0,0,1 +cordeji01,2019,2,CHA,AL,1,0,30,0,0,0,0,108,24,11,3,11,31,0.189,2.75,0,1,3,0,141,6,11,0,0,5 +cortene01,2019,1,NYA,AL,5,1,33,1,0,0,0,200,75,42,16,28,69,0.281,5.67,1,1,1,0,298,7,44,0,2,5 +coveydy01,2019,1,CHA,AL,1,8,18,12,0,0,0,176,75,52,12,28,41,0.306,7.98,2,3,3,0,280,2,54,3,1,4 +crichst01,2019,1,ARI,NL,1,0,28,0,0,0,0,91,23,12,3,8,33,0.204,3.56,1,1,2,0,123,9,12,0,0,2 +crickky01,2019,1,PIT,NL,3,7,52,0,0,0,0,147,41,27,10,35,61,0.224,4.96,1,1,7,0,226,9,30,0,1,6 +cuetojo01,2019,1,SFN,NL,1,2,4,4,0,0,0,48,11,9,3,9,13,0.196,5.06,0,1,0,0,67,0,9,2,0,1 +culbech01,2019,1,ATL,NL,0,0,2,0,0,0,0,6,2,0,0,2,1,0.250,0.00,0,1,0,0,10,2,0,0,0,0 +curtijo02,2019,1,LAA,AL,0,0,1,0,0,0,0,7,2,1,0,3,1,0.222,3.86,0,0,0,0,12,1,1,0,0,0 +darviyu01,2019,1,CHN,NL,6,8,31,31,0,0,0,536,140,79,33,56,229,0.213,3.98,1,11,11,0,731,0,82,3,4,11 +davieza01,2019,1,MIL,NL,10,7,31,31,0,0,0,479,155,63,20,51,102,0.256,3.55,0,4,2,0,672,0,73,7,5,14 +davisau01,2019,1,PHI,NL,0,0,14,0,0,0,0,62,22,15,6,14,24,0.272,6.53,1,0,3,0,98,7,15,0,0,3 +davisch02,2019,1,BAL,AL,0,0,1,0,0,0,0,3,2,1,1,0,1,0.400,9.00,0,0,0,0,5,1,1,0,0,0 +davisro03,2019,1,PIT,NL,0,1,5,1,0,0,0,32,12,8,3,8,10,0.300,6.75,0,1,0,0,51,2,8,2,1,0 +davista01,2019,1,CHN,NL,0,0,1,0,0,0,0,3,3,0,0,0,0,0.500,0.00,0,0,0,0,6,1,0,0,0,0 +daviswa01,2019,1,COL,NL,1,6,50,0,0,0,15,128,51,41,7,29,42,0.291,8.65,0,1,2,0,206,32,42,0,0,5 +daytogr01,2019,1,ATL,NL,0,1,14,0,0,0,0,36,12,4,4,4,14,0.255,3.00,0,0,0,0,51,4,5,0,0,1 +degroja01,2019,1,NYN,NL,11,8,32,32,0,0,0,612,154,55,19,44,255,0.207,2.43,1,2,7,0,804,0,59,5,3,10 +dejonch01,2019,1,MIN,AL,0,0,1,0,0,0,0,3,3,4,1,3,0,0.500,36.00,0,0,0,0,9,1,4,0,0,0 +deleojo03,2019,1,TBA,AL,1,0,3,0,0,0,0,12,3,1,0,3,7,0.188,2.25,1,1,2,0,21,1,2,0,0,0 +delosen01,2019,1,PHI,NL,0,1,5,1,0,0,0,33,13,9,4,5,9,0.317,7.36,0,1,0,1,46,3,9,0,0,4 +delpomi01,2019,1,LAA,AL,1,1,17,0,0,0,0,28,10,11,3,8,11,0.286,10.61,0,0,0,0,45,1,11,1,1,0 +descada01,2019,1,CHN,NL,0,0,1,0,0,0,0,3,2,2,1,0,0,0.400,18.00,0,0,0,0,5,0,2,0,0,0 +desclan01,2019,1,CIN,NL,9,9,31,31,0,0,0,500,151,72,29,49,167,0.238,3.89,5,2,4,1,696,0,77,5,3,9 +desmoia01,2019,1,COL,NL,0,0,1,0,0,0,0,3,1,0,0,0,0,0.250,0.00,0,0,0,0,4,1,0,0,0,0 +despaod01,2019,1,CHA,AL,0,2,3,3,0,0,0,40,24,14,3,7,7,0.407,9.45,0,0,1,0,68,0,14,0,1,0 +detwiro01,2019,1,CHA,AL,3,5,18,12,0,0,0,209,86,51,20,27,46,0.305,6.59,3,1,3,0,315,2,54,2,1,9 +devench02,2019,1,HOU,AL,2,3,61,1,0,0,0,207,69,37,13,21,72,0.256,4.83,0,2,3,0,298,19,39,1,3,1 +diazed04,2019,1,NYN,NL,2,7,66,0,0,0,26,174,58,36,15,22,99,0.258,5.59,3,3,4,0,254,48,36,1,2,2 +diazja01,2019,1,COL,NL,6,4,56,0,0,0,5,173,56,29,7,19,63,0.251,4.53,0,4,2,0,245,20,34,0,1,9 +diazmi02,2019,1,SDN,NL,0,0,5,0,0,0,0,19,9,5,1,1,4,0.346,7.11,0,1,2,0,29,2,5,0,0,2 +diazye01,2019,1,TOR,AL,0,0,1,0,0,0,0,2,1,2,0,4,0,0.333,27.00,0,0,0,0,7,0,2,0,0,0 +diehlph01,2019,1,COL,NL,0,0,10,0,0,0,0,22,10,6,1,2,8,0.313,7.36,0,1,1,0,35,2,6,0,0,0 +diekmja01,2019,1,KCA,AL,0,6,48,0,0,0,0,125,33,22,3,23,63,0.212,4.75,0,4,8,0,188,4,23,0,1,2 +diekmja01,2019,2,OAK,AL,1,1,28,0,0,0,0,61,16,10,0,16,21,0.222,4.43,1,2,3,0,94,1,11,1,2,2 +dixonbr01,2019,1,DET,AL,0,0,2,0,0,0,0,6,1,2,1,0,1,0.143,9.00,0,0,2,0,9,2,2,0,0,0 +dobnara01,2019,1,MIN,AL,2,1,9,5,0,0,1,85,27,5,1,5,23,0.245,1.59,0,0,3,1,118,4,9,0,0,4 +dominse01,2019,1,PHI,NL,3,0,27,0,0,0,0,74,24,11,3,12,29,0.250,4.01,0,1,1,0,110,2,13,1,0,1 +doolise01,2019,1,WAS,NL,6,5,63,0,0,0,29,180,63,27,11,15,66,0.260,4.05,2,0,2,0,260,55,27,1,0,0 +dowdyky01,2019,1,TEX,AL,2,1,13,1,0,0,0,67,26,18,4,18,17,0.295,7.25,1,3,1,0,110,2,20,1,2,4 +doziebr01,2019,1,WAS,NL,0,0,1,0,0,0,0,3,2,2,1,0,0,0.400,18.00,0,0,0,0,5,1,2,0,0,0 +drakeol01,2019,1,TBA,AL,5,2,50,0,0,0,2,168,36,20,9,19,70,0.181,3.21,1,1,1,0,219,9,20,0,0,2 +duffety01,2019,1,MIN,AL,5,1,58,0,0,0,0,173,44,16,8,14,82,0.201,2.50,1,3,3,1,238,12,23,1,1,0 +duffyda01,2019,1,KCA,AL,7,6,23,23,0,0,0,392,125,63,21,46,115,0.251,4.34,0,4,8,0,555,0,69,0,3,18 +duggero01,2019,1,MIA,NL,0,4,7,7,0,0,0,103,33,22,6,17,25,0.254,5.77,1,2,5,0,156,0,26,1,3,3 +dukeza01,2019,1,CIN,NL,3,1,30,0,0,0,0,70,21,13,4,18,18,0.250,5.01,1,0,2,0,106,4,13,1,1,5 +dullry01,2019,1,OAK,AL,0,0,7,0,0,0,0,27,19,12,4,4,8,0.432,12.00,0,1,1,0,51,4,13,1,1,0 +dullry01,2019,2,NYA,AL,0,0,3,0,0,0,0,7,5,5,0,3,4,0.417,19.29,0,0,0,0,15,1,5,0,0,0 +dullry01,2019,3,TOR,AL,0,0,1,0,0,0,0,4,1,1,1,0,3,0.200,6.75,0,0,0,0,5,1,1,0,0,0 +dunnju01,2019,1,SEA,AL,0,0,4,4,0,0,0,20,2,2,0,9,5,0.105,2.70,0,0,0,0,30,0,2,0,2,1 +dunnmi01,2019,1,COL,NL,1,0,28,0,0,0,0,53,17,14,4,6,15,0.262,7.13,0,2,0,0,75,2,14,0,4,2 +duplajo01,2019,1,ARI,NL,1,1,15,3,0,0,1,110,39,18,2,18,34,0.283,4.42,1,2,5,0,163,5,18,1,1,6 +durapmo01,2019,1,PIT,NL,0,1,14,2,0,0,0,52,27,18,4,9,22,0.342,9.35,0,0,2,0,90,6,24,0,0,1 +dysonsa01,2019,1,SFN,NL,4,1,49,0,0,0,2,153,39,14,3,7,47,0.213,2.47,0,0,3,0,196,8,17,3,0,4 +dysonsa01,2019,2,MIN,AL,1,0,12,0,0,0,0,34,14,9,3,6,8,0.298,7.15,0,1,0,0,53,0,9,0,0,1 +eadesry01,2019,1,MIN,AL,0,0,2,0,0,0,0,11,4,0,0,2,5,0.286,0.00,0,0,0,0,16,0,0,0,0,0 +eadesry01,2019,2,BAL,AL,0,1,6,0,0,0,0,23,7,3,2,4,5,0.241,3.52,0,0,1,0,34,4,3,0,0,1 +edwarca01,2019,1,CHN,NL,1,1,20,0,0,0,0,46,8,10,3,9,17,0.151,5.87,0,2,1,1,64,3,11,0,1,0 +edwarca01,2019,2,SDN,NL,0,0,2,0,0,0,0,5,4,6,0,4,2,0.400,32.40,0,2,0,0,14,1,6,0,0,0 +edwarjo02,2019,1,CLE,AL,2,0,9,0,0,0,0,24,5,2,2,6,5,0.179,2.25,0,0,2,0,36,3,2,0,0,1 +eflinza01,2019,1,PHI,NL,10,13,32,28,2,1,0,490,172,75,28,48,129,0.268,4.13,5,1,6,0,705,3,88,6,3,15 +eickhje01,2019,1,PHI,NL,3,4,12,10,0,0,1,175,58,37,18,18,51,0.261,5.71,0,0,2,0,245,1,37,3,0,3 +eliasro01,2019,1,SEA,AL,4,2,44,0,0,0,14,141,41,19,8,17,45,0.224,3.64,1,1,1,1,203,28,28,1,1,4 +eliasro01,2019,2,WAS,NL,0,0,4,0,0,0,0,9,5,3,2,1,2,0.417,9.00,0,0,0,0,13,0,4,0,0,2 +ellisch01,2019,1,KCA,AL,0,0,1,0,0,0,0,3,1,0,0,1,0,0.250,0.00,0,0,0,0,5,1,0,0,0,0 +eovalna01,2019,1,BOS,AL,2,1,23,12,0,0,0,203,72,45,16,35,70,0.276,5.99,0,6,3,0,302,2,46,1,2,10 +erlinro01,2019,1,SDN,NL,0,1,37,1,0,0,0,166,72,33,6,15,52,0.312,5.37,0,3,1,0,251,10,36,1,3,1 +escoblu01,2019,1,PIT,NL,0,0,4,0,0,0,0,17,10,5,1,4,2,0.455,7.94,0,1,1,0,29,2,5,1,1,1 +eshelto01,2019,1,BAL,AL,1,2,10,4,0,0,0,108,47,26,12,11,22,0.313,6.50,1,0,1,0,164,2,31,0,2,3 +estevca01,2019,1,COL,NL,2,2,71,0,0,0,0,216,70,30,12,23,81,0.250,3.75,1,1,1,1,308,13,34,1,3,4 +estrama01,2019,1,OAK,AL,0,2,5,5,0,0,0,71,23,18,7,8,11,0.242,6.85,0,2,3,0,106,0,19,0,0,1 +fairbpe01,2019,1,TEX,AL,0,2,8,0,0,0,0,26,8,9,4,7,15,0.235,9.35,0,1,0,0,41,0,10,0,0,1 +fairbpe01,2019,2,TBA,AL,2,1,13,0,0,0,2,37,17,7,1,3,13,0.309,5.11,0,1,0,0,58,3,10,0,0,1 +familje01,2019,1,NYN,NL,4,2,66,0,0,0,0,180,62,38,7,42,63,0.274,5.70,4,3,3,0,274,14,39,2,1,12 +fariaja01,2019,1,TBA,AL,0,0,7,0,0,0,0,30,10,3,2,7,11,0.250,2.70,0,0,0,0,47,1,3,0,0,1 +fariaja01,2019,2,MIL,NL,0,1,9,0,0,0,0,26,18,11,3,5,8,0.439,11.42,0,3,1,0,48,3,12,0,1,1 +farmebu01,2019,1,DET,AL,6,6,73,1,0,0,0,203,62,28,8,24,73,0.247,3.72,2,4,5,0,288,8,32,4,4,8 +farmeky01,2019,1,CIN,NL,0,0,1,0,0,0,0,4,1,0,0,0,0,0.200,0.00,0,0,0,0,5,1,0,0,0,0 +farrelu01,2019,1,TEX,AL,1,0,9,1,0,0,0,40,6,4,3,3,12,0.136,2.70,0,0,0,0,48,3,4,0,1,0 +feddeer01,2019,1,WAS,NL,4,2,21,12,0,0,0,234,81,39,11,33,41,0.276,4.50,2,1,2,0,334,3,39,4,2,12 +federti01,2019,1,TEX,AL,0,0,1,0,0,0,0,3,3,1,1,0,0,0.500,9.00,0,0,0,0,6,1,1,0,0,0 +feierry01,2019,1,TOR,AL,0,1,2,1,1,0,0,17,11,7,2,1,4,0.393,11.12,0,1,0,0,29,1,7,0,0,0 +felizmi01,2019,1,PIT,NL,4,4,58,1,0,0,0,169,44,25,11,27,73,0.212,3.99,1,0,2,1,239,5,27,1,1,6 +ferguca01,2019,1,LAN,NL,1,2,46,2,0,0,0,134,39,24,7,27,54,0.234,4.84,2,1,6,1,204,5,26,1,3,2 +fernajo04,2019,1,DET,AL,0,0,4,0,0,0,0,11,6,7,1,5,2,0.375,17.18,1,0,1,0,23,0,8,0,1,0 +fernaju01,2019,1,SLN,NL,0,1,13,0,0,0,0,35,9,7,2,6,16,0.205,5.40,0,2,4,0,54,5,7,0,0,1 +festama01,2019,1,SEA,AL,0,2,20,0,0,0,0,67,20,14,5,12,21,0.241,5.64,1,1,2,0,101,10,15,1,2,1 +fiersmi01,2019,1,OAK,AL,15,4,33,33,1,1,0,554,166,80,30,53,126,0.243,3.90,0,13,9,1,754,0,82,4,5,17 +fillmhe01,2019,1,KCA,AL,0,2,12,3,0,0,0,67,28,20,6,12,15,0.308,8.06,0,1,3,0,109,2,20,0,3,0 +flaheja01,2019,1,SLN,NL,11,8,33,33,0,0,0,589,135,60,25,55,231,0.192,2.75,2,6,7,0,772,0,62,3,3,14 +flexech01,2019,1,NYN,NL,0,3,9,1,0,0,0,41,15,10,1,13,10,0.268,6.59,2,1,0,0,70,4,12,0,1,0 +florody01,2019,1,LAN,NL,5,3,50,0,0,0,0,140,46,22,4,14,42,0.253,4.24,5,1,2,0,201,4,25,2,1,3 +flynnbr01,2019,1,KCA,AL,2,2,11,1,0,0,0,88,38,17,2,17,22,0.333,5.22,2,2,3,1,139,3,18,3,2,6 +foltymi01,2019,1,ATL,NL,8,6,21,21,0,0,0,351,109,59,23,37,105,0.244,4.54,2,5,2,0,491,0,65,5,1,6 +fontwi01,2019,1,TBA,AL,1,0,10,0,0,0,0,42,15,9,2,5,18,0.273,5.79,0,1,0,0,60,3,9,0,0,2 +fontwi01,2019,2,NYN,NL,1,2,15,3,0,0,0,93,29,17,8,13,24,0.244,4.94,1,1,2,1,134,1,17,0,0,2 +fontwi01,2019,3,TOR,AL,2,3,23,14,0,0,0,118,34,16,7,11,53,0.230,3.66,1,0,1,0,162,2,16,0,2,2 +fordmi01,2019,1,NYA,AL,0,0,1,0,0,0,0,6,6,5,2,0,1,0.500,22.50,0,0,0,0,12,1,5,0,0,0 +francen01,2019,1,SFN,NL,0,0,5,0,0,0,0,16,4,2,1,1,4,0.211,3.38,0,0,0,0,20,2,2,0,0,1 +francty01,2019,1,SDN,NL,0,0,2,0,0,0,0,6,2,1,1,0,0,0.250,4.50,0,0,0,0,8,2,1,0,0,0 +frareca01,2019,1,CHA,AL,0,0,5,0,0,0,0,8,2,3,1,4,3,0.200,10.13,0,2,0,0,14,1,3,0,0,0 +freelky01,2019,1,COL,NL,3,11,22,22,0,0,0,313,126,78,25,39,79,0.296,6.73,3,4,2,0,473,0,85,2,4,12 +freemmi01,2019,1,CLE,AL,0,0,1,0,0,0,0,6,2,2,1,0,0,0.250,9.00,0,0,0,0,8,1,2,0,0,0 +freemsa01,2019,1,LAA,AL,0,0,1,0,0,0,0,6,3,1,1,2,0,0.333,4.50,0,0,0,0,11,0,1,0,0,0 +friedma01,2019,1,ATL,NL,17,6,33,30,1,0,0,497,174,74,21,47,173,0.270,4.02,3,11,5,1,702,1,80,3,2,15 +fryja01,2019,1,CHA,AL,3,4,68,0,0,0,0,165,44,29,7,43,68,0.218,4.75,3,4,3,0,251,6,33,2,1,8 +frypa01,2019,1,BAL,AL,1,9,66,0,0,0,3,172,54,34,7,29,55,0.247,5.34,1,2,6,0,255,8,39,1,0,8 +fulmeca01,2019,1,CHA,AL,1,2,20,2,0,0,0,82,26,19,5,20,25,0.243,6.26,0,1,3,0,133,3,22,0,3,0 +gagnodr01,2019,1,NYN,NL,3,1,18,0,0,0,0,71,34,22,11,7,17,0.315,8.37,0,2,2,0,117,8,26,0,0,1 +gallegi01,2019,1,SLN,NL,3,2,66,0,0,0,1,222,44,19,9,16,93,0.170,2.31,2,3,3,1,279,10,19,0,1,4 +galleza01,2019,1,MIA,NL,1,3,7,7,0,0,0,109,25,11,3,18,43,0.191,2.72,1,1,2,0,151,0,12,0,0,0 +galleza01,2019,2,ARI,NL,2,3,8,8,0,0,0,131,37,14,5,18,53,0.228,2.89,0,2,2,0,183,0,14,0,1,3 +gantjo01,2019,1,SLN,NL,11,1,64,0,0,0,3,199,51,27,4,34,60,0.217,3.66,1,1,0,0,269,13,29,0,0,13 +garcibr01,2019,1,DET,AL,0,0,7,0,0,0,0,20,9,9,1,5,7,0.321,12.15,1,1,0,0,33,1,9,0,0,1 +garcied01,2019,1,PHI,NL,2,0,37,0,0,0,0,117,38,25,11,26,45,0.266,5.77,2,4,0,0,172,9,25,1,2,6 +garcija04,2019,1,MIA,NL,4,2,53,0,0,0,0,152,40,17,4,16,39,0.216,3.02,2,4,2,0,206,11,17,1,2,4 +garcilu03,2019,1,LAA,AL,2,1,64,2,0,0,1,186,61,30,13,33,57,0.257,4.35,1,7,5,0,278,18,35,1,2,9 +garciri01,2019,1,COL,NL,0,1,2,1,0,0,0,18,9,7,3,5,2,0.360,10.50,0,0,0,0,30,1,7,0,0,2 +garciyi01,2019,1,LAN,NL,1,4,64,0,0,0,0,187,40,25,15,14,66,0.178,3.61,2,1,6,1,247,22,28,1,1,1 +garream01,2019,1,CIN,NL,5,3,69,0,0,0,0,168,44,20,7,35,78,0.213,3.21,1,5,4,1,246,4,22,0,0,4 +garrere01,2019,1,DET,AL,0,0,13,0,0,0,0,46,24,14,3,13,10,0.381,8.22,0,0,1,0,77,5,15,0,0,5 +gartory01,2019,1,SEA,AL,0,0,2,0,0,0,0,9,4,4,2,1,1,0.308,12.00,0,0,0,0,14,0,4,0,0,0 +gausmke01,2019,1,ATL,NL,3,7,16,16,0,0,0,240,92,55,12,27,85,0.290,6.19,2,2,4,0,360,0,60,6,6,5 +gausmke01,2019,2,CIN,NL,0,2,15,1,0,0,0,67,21,10,3,5,29,0.250,4.03,1,0,1,0,91,6,11,1,0,0 +gavigsa01,2019,1,TOR,AL,4,2,52,0,0,0,0,287,85,49,18,22,88,0.235,4.61,0,0,4,1,392,9,51,1,3,4 +gearrco01,2019,1,SEA,AL,0,2,48,2,0,0,0,124,38,18,3,21,39,0.247,3.92,1,4,4,0,180,3,18,0,1,9 +gearrco01,2019,2,NYA,AL,1,1,18,0,0,0,0,42,17,7,2,4,8,0.298,4.50,0,0,0,1,61,5,7,0,0,2 +germado01,2019,1,NYA,AL,18,4,27,24,0,0,0,429,125,64,30,39,153,0.228,4.03,0,5,5,0,594,0,69,1,1,6 +gibauia01,2019,1,TBA,AL,0,0,1,0,0,0,0,6,1,2,0,2,2,0.167,9.00,0,0,0,0,9,1,2,0,1,0 +gibauia01,2019,2,TEX,AL,1,1,9,0,0,0,0,37,11,7,1,8,14,0.244,5.11,1,1,1,0,55,0,7,0,1,0 +gibsoky01,2019,1,MIN,AL,13,7,34,29,0,0,0,480,175,86,23,56,160,0.275,4.84,0,8,7,0,706,0,99,3,2,17 +gileske01,2019,1,TOR,AL,2,3,53,0,0,0,23,159,36,11,5,17,83,0.188,1.87,1,2,0,0,208,44,11,0,0,1 +gilmase01,2019,1,BAL,AL,0,1,1,1,0,0,0,7,7,5,2,2,1,0.500,19.29,0,0,0,0,16,0,5,0,0,0 +ginkeke01,2019,1,ARI,NL,3,0,25,0,0,0,2,73,15,4,2,9,28,0.174,1.48,0,2,0,0,96,4,7,0,0,1 +giolilu01,2019,1,CHA,AL,14,9,29,29,3,2,0,530,131,67,24,57,228,0.205,3.41,1,6,4,0,705,0,69,1,3,13 +givenmy01,2019,1,BAL,AL,2,6,58,0,0,0,11,189,49,32,13,26,86,0.213,4.57,1,5,2,0,260,33,35,0,2,3 +glasnty01,2019,1,TBA,AL,6,1,12,12,0,0,0,182,40,12,4,14,76,0.186,1.78,0,2,0,0,230,0,13,0,1,5 +godleza01,2019,1,ARI,NL,3,5,27,9,0,0,2,228,81,54,12,35,58,0.276,6.39,2,3,4,1,338,9,55,3,2,9 +godleza01,2019,2,TOR,AL,1,0,6,0,0,0,0,48,15,7,2,7,12,0.246,3.94,0,0,1,0,69,1,7,0,0,1 +gomezje01,2019,1,TEX,AL,1,0,16,0,0,0,0,46,23,14,2,6,10,0.359,8.22,0,2,1,0,73,6,15,0,2,4 +gonsoto01,2019,1,LAN,NL,4,2,11,6,0,0,1,120,26,13,4,15,37,0.178,2.93,0,2,1,0,163,1,15,0,1,0 +gonzach01,2019,1,COL,NL,2,6,14,12,0,0,0,189,59,37,11,33,46,0.246,5.29,0,1,1,0,278,0,39,3,1,6 +gonzagi01,2019,1,MIL,NL,3,2,19,17,0,0,0,262,76,34,9,37,78,0.234,3.50,0,5,0,0,366,0,36,4,0,7 +gonzama02,2019,1,SEA,AL,16,13,34,34,0,0,0,609,210,90,23,56,147,0.264,3.99,1,2,6,1,866,0,106,1,9,22 +goodyni01,2019,1,CLE,AL,3,2,39,0,0,0,0,122,30,16,7,22,50,0.201,3.54,1,0,0,0,173,6,18,0,2,1 +gordoal01,2019,1,KCA,AL,0,0,2,0,0,0,0,7,8,5,1,2,0,0.571,19.29,0,0,0,0,17,1,5,0,1,0 +gotttr01,2019,1,SFN,NL,7,0,50,0,0,0,1,158,41,26,4,17,57,0.216,4.44,0,1,2,0,214,6,26,1,4,1 +gracema02,2019,1,WAS,NL,1,2,51,1,0,0,0,140,61,33,11,10,35,0.319,6.36,0,1,2,0,206,12,34,1,2,8 +gratebr01,2019,1,MIN,AL,1,1,10,0,0,0,0,29,10,5,1,2,10,0.278,4.66,1,2,1,0,40,4,5,0,1,1 +grayjo02,2019,1,COL,NL,11,8,26,25,0,0,0,450,147,64,19,56,150,0.259,3.84,4,7,4,0,637,1,70,7,3,16 +grayso01,2019,1,CIN,NL,11,8,31,31,0,0,0,526,122,56,17,68,205,0.196,2.87,1,7,7,1,708,0,59,6,5,13 +greench03,2019,1,NYA,AL,4,4,54,15,0,0,2,207,66,32,10,19,98,0.247,4.17,0,2,6,0,295,10,35,0,3,2 +greensh02,2019,1,DET,AL,0,2,38,0,0,0,22,114,21,5,5,12,43,0.153,1.18,1,0,1,0,151,32,11,1,0,1 +greensh02,2019,2,ATL,NL,0,1,27,0,0,0,1,74,25,11,3,5,21,0.269,4.01,0,0,2,0,101,5,11,0,1,1 +gregelu01,2019,1,SLN,NL,0,0,6,0,0,0,0,17,11,5,0,1,2,0.423,7.94,0,0,0,0,27,3,5,0,0,1 +greinza01,2019,1,ARI,NL,10,4,23,23,0,0,0,438,117,47,15,21,135,0.220,2.90,2,1,3,0,562,0,48,4,3,12 +greinza01,2019,2,HOU,AL,8,1,10,10,0,0,0,188,58,21,6,9,52,0.246,3.02,0,1,1,1,248,0,25,1,1,10 +grotzza01,2019,1,SEA,AL,1,0,14,0,0,0,0,52,14,8,0,8,18,0.222,4.15,1,6,1,0,73,4,9,0,1,1 +gsellro01,2019,1,NYN,NL,2,3,52,0,0,0,1,191,64,33,7,23,60,0.261,4.66,2,4,6,0,277,9,36,1,2,7 +guduare01,2019,1,HOU,AL,1,0,7,0,0,0,0,16,8,7,3,4,6,0.364,11.81,0,0,0,0,27,3,7,0,1,0 +guerrde01,2019,1,MIL,NL,0,0,1,0,0,0,0,2,4,4,1,0,0,0.800,54.00,0,0,0,0,6,0,4,0,1,0 +guerrja01,2019,1,TOR,AL,0,0,11,0,0,0,1,42,12,6,1,5,15,0.231,3.86,1,0,1,0,59,6,6,1,0,1 +guerrja01,2019,2,WAS,NL,3,1,40,0,0,0,1,161,55,29,9,12,42,0.256,4.86,2,3,0,0,228,15,30,0,1,1 +guerrja02,2019,1,SDN,NL,0,0,8,0,0,0,0,26,7,5,3,3,6,0.219,5.19,0,0,0,0,36,1,5,0,1,0 +guerrju02,2019,1,MIL,NL,9,5,72,0,0,0,3,251,58,33,11,36,77,0.194,3.55,2,5,4,0,344,11,35,3,2,5 +guerrta01,2019,1,MIA,NL,1,2,52,0,0,0,0,138,42,32,7,36,43,0.246,6.26,0,9,6,0,216,10,34,0,3,6 +guerrta02,2019,1,TEX,AL,0,0,20,0,0,0,0,79,26,17,3,22,27,0.263,5.81,0,2,2,0,123,5,19,0,0,5 +guilbta01,2019,1,SEA,AL,0,0,17,0,0,0,0,37,10,5,2,3,7,0.213,3.65,1,0,1,0,51,1,6,0,0,2 +gustaja01,2019,1,SFN,NL,0,0,23,0,0,0,1,73,18,8,1,9,14,0.209,2.96,0,0,0,0,99,4,11,1,3,3 +gyorkje01,2019,1,SLN,NL,0,0,1,0,0,0,0,1,0,0,0,0,1,0.000,0.00,0,0,0,0,1,1,0,0,0,0 +haderjo01,2019,1,MIL,NL,3,5,61,0,0,0,37,227,41,22,15,20,138,0.155,2.62,2,0,4,0,289,46,24,0,0,2 +hahnje01,2019,1,KCA,AL,0,1,6,0,0,0,0,14,7,7,1,6,7,0.333,13.50,1,0,0,0,27,2,7,0,0,0 +haleda02,2019,1,NYA,AL,3,0,20,0,0,0,2,113,39,13,2,7,23,0.264,3.11,1,2,1,0,157,10,13,0,1,3 +hallma02,2019,1,DET,AL,0,1,16,0,0,0,0,70,28,20,4,15,27,0.289,7.71,1,1,1,0,113,7,20,0,0,1 +hamelco01,2019,1,CHN,NL,7,7,27,27,0,0,0,425,141,60,17,56,143,0.260,3.81,1,1,7,0,617,0,64,4,6,13 +hammejd01,2019,1,PHI,NL,1,0,20,0,0,0,0,57,15,8,2,12,13,0.217,3.79,0,1,0,0,81,7,8,0,0,2 +handbr01,2019,1,CLE,AL,6,4,60,0,0,0,34,172,53,21,6,18,84,0.242,3.30,5,0,4,0,242,54,21,1,0,4 +happja01,2019,1,NYA,AL,12,8,31,30,0,0,0,484,160,88,34,49,140,0.258,4.91,1,3,5,0,678,0,88,0,2,17 +hardybl01,2019,1,DET,AL,1,1,39,0,0,0,0,133,38,22,10,13,29,0.232,4.47,0,3,0,0,182,3,24,1,4,1 +harpery01,2019,1,MIN,AL,4,2,61,0,0,0,1,163,54,23,7,10,50,0.257,3.81,0,5,1,0,225,7,25,0,3,2 +harriwi02,2019,1,HOU,AL,4,1,68,0,0,0,4,180,42,10,6,14,62,0.196,1.50,0,3,0,0,229,10,14,1,0,7 +hartdo01,2019,1,MIL,NL,0,0,4,0,0,0,0,20,4,0,0,4,3,0.182,0.00,1,0,0,0,26,2,0,0,0,1 +hartdo01,2019,2,NYN,NL,0,0,1,0,0,0,0,3,0,0,0,0,0,0.000,0.00,0,0,0,0,3,0,0,0,0,0 +hartlge01,2019,1,PIT,NL,0,1,29,0,0,0,0,105,52,35,8,18,38,0.351,9.00,0,5,0,1,171,10,35,1,4,0 +harvehu01,2019,1,BAL,AL,1,0,7,0,0,0,0,19,3,1,1,4,11,0.136,1.42,0,0,0,0,26,1,1,0,0,0 +harvejo01,2019,1,NYA,AL,1,0,9,0,0,0,0,30,11,5,1,7,11,0.282,4.50,0,0,1,0,48,4,6,0,1,2 +harvejo01,2019,2,COL,NL,0,0,9,0,0,0,0,24,7,5,2,6,6,0.241,5.63,0,0,1,0,36,3,5,0,0,1 +harvema01,2019,1,LAA,AL,3,5,12,12,0,0,0,179,63,47,13,29,39,0.275,7.09,0,3,3,0,266,0,48,1,4,5 +heanean01,2019,1,LAA,AL,4,6,18,18,0,0,0,286,93,52,20,30,118,0.251,4.91,1,4,7,0,409,0,53,0,2,5 +hearnta01,2019,1,TEX,AL,0,1,1,1,0,0,0,1,3,4,0,4,0,0.750,108.00,0,0,0,0,8,0,5,0,0,0 +hellebe01,2019,1,NYA,AL,0,0,6,0,0,0,0,22,6,1,1,3,9,0.250,1.23,1,0,0,0,28,1,1,1,0,2 +hellije01,2019,1,WAS,NL,2,3,9,8,0,0,0,117,47,27,9,20,30,0.294,6.23,1,1,1,0,183,1,31,1,1,4 +helslry01,2019,1,SLN,NL,2,0,24,0,0,0,0,110,34,12,5,12,32,0.245,2.95,2,2,0,1,153,4,13,1,1,2 +hembrhe01,2019,1,BOS,AL,1,0,45,0,0,0,2,119,34,17,7,18,46,0.224,3.86,2,2,3,0,173,14,20,0,0,0 +hendrky01,2019,1,CHN,NL,11,10,30,30,1,1,0,531,168,68,19,32,150,0.249,3.46,1,1,9,0,730,0,78,8,5,6 +hendrli01,2019,1,OAK,AL,4,4,75,2,0,0,25,255,61,17,5,21,124,0.201,1.80,5,7,2,0,332,41,18,2,3,5 +hergeji01,2019,1,CIN,NL,0,0,5,0,0,0,0,19,8,3,2,3,0,0.348,4.26,0,0,0,0,26,4,3,0,0,1 +hernada01,2019,1,CIN,NL,2,5,47,0,0,0,2,128,53,38,7,20,53,0.306,8.02,3,1,1,0,198,8,39,1,3,3 +hernada02,2019,1,BOS,AL,0,1,29,1,0,0,0,91,27,15,1,26,57,0.231,4.45,1,4,3,0,147,2,18,1,0,1 +hernael01,2019,1,MIA,NL,3,5,21,15,0,0,0,247,76,46,20,26,85,0.242,5.03,1,2,9,1,353,1,49,3,1,4 +hernafe02,2019,1,SEA,AL,1,8,15,15,0,0,0,215,85,51,17,25,57,0.291,6.40,0,5,6,0,325,0,58,1,1,9 +hernajo02,2019,1,TEX,AL,2,1,9,2,0,0,0,50,14,8,3,13,19,0.219,4.32,0,1,0,0,78,1,10,0,1,1 +herreke01,2019,1,CHA,AL,3,3,57,0,0,0,1,154,60,35,8,23,53,0.288,6.14,6,8,1,2,235,16,36,1,2,1 +hessda01,2019,1,BAL,AL,1,10,23,14,0,0,0,240,94,63,28,30,68,0.287,7.09,0,1,2,0,365,5,73,3,3,5 +hicksjo03,2019,1,SLN,NL,2,2,29,0,0,0,14,86,16,10,2,11,31,0.163,3.14,0,2,1,0,110,21,10,0,0,3 +hildetr01,2019,1,MIN,AL,2,2,22,0,0,0,1,49,30,19,2,7,15,0.395,10.47,0,1,3,0,88,5,19,0,2,0 +hillri01,2019,1,LAN,NL,4,1,13,13,0,0,0,176,48,16,10,18,72,0.223,2.45,2,0,4,0,242,0,20,4,1,5 +hillti01,2019,1,KCA,AL,2,0,46,0,0,0,1,119,31,16,4,13,39,0.217,3.63,2,0,4,0,161,4,17,1,0,6 +hiranyo01,2019,1,ARI,NL,5,5,62,0,0,0,1,159,51,28,7,22,61,0.249,4.75,2,2,3,0,233,11,31,1,2,4 +hoffmje02,2019,1,COL,NL,2,6,15,15,0,0,0,210,77,51,21,34,68,0.283,6.56,3,2,4,0,315,0,51,3,2,6 +holadbr01,2019,1,MIA,NL,0,0,1,0,0,0,0,1,0,0,0,0,0,0.000,0.00,0,0,0,0,1,1,0,0,0,0 +holdejo02,2019,1,NYA,AL,5,2,34,1,0,0,0,124,43,29,8,11,46,0.256,6.31,1,0,2,0,181,8,32,0,0,1 +hollade01,2019,1,SFN,NL,2,4,31,7,1,0,0,206,68,45,17,35,71,0.261,5.90,2,0,4,0,308,10,49,6,2,4 +hollade01,2019,2,CHN,NL,0,1,20,1,0,0,0,47,14,12,3,10,11,0.246,6.89,0,1,0,0,68,9,12,1,0,2 +hollagr01,2019,1,ARI,NL,1,2,40,0,0,0,17,107,25,18,5,24,41,0.198,4.54,2,6,0,0,152,27,18,0,2,3 +holmecl01,2019,1,PIT,NL,1,2,35,0,0,0,0,150,45,31,5,36,56,0.232,5.58,1,4,9,0,240,10,36,0,0,4 +housead01,2019,1,MIL,NL,6,7,35,18,0,0,0,334,101,46,14,37,117,0.244,3.72,2,2,5,0,462,7,49,3,3,10 +howarsa01,2019,1,COL,NL,2,0,20,0,0,0,0,57,21,14,5,10,23,0.276,6.63,0,2,3,0,91,3,16,2,0,1 +hoytja01,2019,1,CLE,AL,0,0,8,0,0,0,0,25,6,2,2,2,10,0.200,2.16,0,0,0,0,32,2,2,0,0,0 +huangwe01,2019,1,TEX,AL,0,0,4,0,0,0,0,17,8,2,0,5,2,0.308,3.18,0,3,1,0,32,1,5,0,0,0 +hudsoda01,2019,1,TOR,AL,6,3,45,1,0,0,2,144,38,16,5,23,48,0.215,3.00,0,1,3,0,207,11,18,1,3,2 +hudsoda01,2019,2,WAS,NL,3,0,24,0,0,0,6,75,18,4,3,4,23,0.200,1.44,2,1,1,0,97,14,7,0,2,1 +hudsoda02,2019,1,SLN,NL,16,7,33,32,0,0,1,524,160,65,22,86,136,0.245,3.35,8,5,9,0,757,1,80,3,7,20 +hugheja02,2019,1,CIN,NL,3,4,47,0,0,0,1,145,41,22,6,19,34,0.236,4.10,0,0,2,0,199,12,27,3,1,7 +hugheja02,2019,2,PHI,NL,2,1,25,0,0,0,0,69,16,10,7,8,20,0.198,3.91,1,1,0,0,90,1,10,1,0,3 +hultzda01,2019,1,CHN,NL,0,0,6,0,0,0,0,10,4,0,0,2,5,0.267,0.00,0,0,1,0,18,0,0,0,0,0 +hunteto02,2019,1,PHI,NL,0,0,5,0,0,0,0,16,2,0,0,0,5,0.111,0.00,0,0,0,0,18,1,0,0,0,0 +iglesra01,2019,1,CIN,NL,3,12,68,0,0,0,34,201,61,31,12,21,89,0.240,4.16,4,3,2,0,279,55,31,1,1,3 +irvinco01,2019,1,PHI,NL,2,1,16,3,0,0,1,125,45,27,7,13,31,0.278,5.83,1,1,3,0,181,1,28,1,2,5 +jacksed01,2019,1,TOR,AL,1,5,8,5,0,0,0,85,49,35,12,13,19,0.380,11.12,0,3,2,0,144,0,41,0,0,5 +jacksed01,2019,2,DET,AL,2,5,10,8,0,0,0,118,56,37,11,19,33,0.329,8.47,0,3,1,0,192,0,40,0,2,2 +jacksja01,2019,1,MIL,NL,1,0,28,0,0,0,0,91,22,15,6,18,47,0.202,4.45,1,0,2,0,132,9,15,1,2,1 +jackslu01,2019,1,ATL,NL,9,2,70,0,0,0,18,218,76,31,10,26,106,0.266,3.84,4,3,2,0,315,35,34,1,0,6 +jamesjo02,2019,1,HOU,AL,5,1,49,1,0,0,1,184,46,32,10,35,100,0.203,4.70,0,6,4,0,266,18,34,0,0,1 +janseke01,2019,1,LAN,NL,5,3,62,0,0,0,33,189,51,26,9,16,80,0.213,3.71,0,2,4,3,263,51,28,0,3,3 +jeffrje01,2019,1,MIL,NL,3,4,48,0,0,0,1,156,54,29,5,17,46,0.269,5.02,0,1,5,0,225,12,32,2,0,5 +jennida01,2019,1,WAS,NL,1,2,8,0,0,0,0,14,8,7,1,7,9,0.333,13.50,2,1,1,0,32,0,8,0,0,0 +jerezwi01,2019,1,SFN,NL,1,0,6,0,0,0,0,20,7,2,1,6,4,0.304,2.70,0,2,0,0,29,3,2,0,0,3 +jerezwi01,2019,2,PIT,NL,0,0,6,0,0,0,0,11,5,3,1,3,5,0.313,7.36,0,0,0,0,19,1,3,0,0,0 +jewelja01,2019,1,LAA,AL,0,0,18,0,0,0,0,79,28,20,8,8,23,0.275,6.84,0,0,3,0,114,7,20,0,1,3 +jimened01,2019,1,DET,AL,0,0,8,0,0,0,0,32,12,7,1,5,8,0.273,5.91,0,1,0,0,49,2,7,0,0,0 +jimenjo02,2019,1,DET,AL,4,7,66,0,0,0,9,179,56,29,13,23,82,0.243,4.37,1,1,4,1,257,29,33,0,0,2 +johnsbr02,2019,1,BOS,AL,1,3,21,7,0,0,0,121,53,27,6,23,31,0.315,6.02,3,5,0,0,193,3,29,2,0,1 +johnsdj01,2019,1,COL,NL,0,2,28,0,0,0,0,75,23,14,1,19,24,0.247,5.04,2,4,3,0,116,7,14,0,1,4 +jonesna01,2019,1,CHA,AL,0,1,13,0,0,0,1,31,10,4,2,7,10,0.256,3.48,1,2,1,0,47,5,4,0,0,2 +josepca01,2019,1,ARI,NL,0,0,2,0,0,0,0,4,0,0,0,0,0,0.000,0.00,0,0,0,0,4,2,0,0,0,0 +junisja01,2019,1,KCA,AL,9,14,31,31,0,0,0,526,192,102,31,58,164,0.276,5.24,1,4,11,0,771,0,108,0,5,15 +juradar01,2019,1,TEX,AL,7,11,32,18,1,0,0,367,148,79,21,36,81,0.304,5.81,1,3,4,0,541,3,94,5,9,14 +kahnlto01,2019,1,NYA,AL,3,2,72,0,0,0,0,184,45,25,9,20,88,0.200,3.67,0,8,2,0,248,5,27,0,1,4 +karinja01,2019,1,CLE,AL,0,0,5,0,0,0,0,16,3,1,0,1,8,0.150,1.69,0,2,0,0,22,4,1,0,1,0 +karnsna01,2019,1,BAL,AL,0,1,4,2,0,0,0,16,7,0,0,3,5,0.333,0.00,0,1,1,0,25,1,1,0,0,1 +kayan01,2019,1,TOR,AL,1,0,3,2,0,0,0,42,15,9,0,5,13,0.263,5.79,0,1,1,0,63,0,9,0,0,2 +kelake01,2019,1,PIT,NL,2,0,32,0,0,0,1,89,19,7,3,11,33,0.178,2.12,0,1,1,0,119,8,7,0,0,1 +kellebr01,2019,1,KCA,AL,7,14,28,28,0,0,0,496,154,77,15,70,122,0.247,4.19,2,9,9,1,709,0,80,1,5,22 +kelleky01,2019,1,MIA,NL,0,0,10,0,0,0,0,32,5,4,3,8,11,0.139,3.38,0,0,2,0,46,4,4,0,0,1 +kellemi03,2019,1,PIT,NL,1,5,11,11,0,0,0,144,72,38,6,16,65,0.348,7.13,0,2,1,0,227,0,41,1,2,4 +kellesh01,2019,1,TEX,AL,5,2,50,0,0,0,11,142,55,26,12,11,43,0.291,4.94,2,2,2,0,205,23,27,2,1,5 +kelletr01,2019,1,BOS,AL,0,3,10,0,0,0,0,25,9,8,2,5,6,0.290,8.64,0,2,0,0,40,3,8,0,4,0 +kellyjo05,2019,1,LAN,NL,5,4,55,0,0,0,1,154,49,26,6,22,62,0.244,4.56,2,10,3,0,226,13,31,0,0,4 +kellyme01,2019,1,ARI,NL,13,14,32,32,0,0,0,550,184,90,29,57,158,0.260,4.42,4,4,2,0,777,0,95,2,5,14 +kenneia01,2019,1,KCA,AL,3,2,63,0,0,0,30,190,64,24,6,17,73,0.261,3.41,1,3,1,0,266,51,24,3,0,4 +kershcl01,2019,1,LAN,NL,16,5,29,28,0,0,0,535,145,60,28,41,189,0.222,3.03,0,7,2,1,706,0,63,6,1,17 +keuchda01,2019,1,ATL,NL,8,8,19,19,0,0,0,338,115,47,16,39,91,0.265,3.75,1,6,9,0,487,0,50,5,0,16 +kikucyu01,2019,1,SEA,AL,6,11,32,32,1,1,0,485,195,98,36,50,116,0.295,5.46,0,5,6,1,721,0,109,0,5,15 +kimbrcr01,2019,1,CHN,NL,0,4,23,0,0,0,13,62,21,15,9,12,30,0.259,6.53,0,0,2,0,96,17,15,0,1,0 +kinghni01,2019,1,PIT,NL,1,1,14,4,0,0,1,104,54,38,7,17,32,0.365,9.87,0,1,0,0,170,3,38,5,0,0 +kinghni01,2019,2,TOR,AL,3,1,11,0,0,0,0,63,24,7,4,8,14,0.296,3.00,1,2,0,0,89,2,7,0,0,4 +kingmi01,2019,1,NYA,AL,0,0,1,0,0,0,0,6,2,0,0,0,1,0.222,0.00,0,0,0,0,9,0,1,0,0,0 +kinlety01,2019,1,MIA,NL,3,1,52,0,0,0,1,148,43,20,5,36,46,0.238,3.65,2,3,1,0,221,13,20,1,2,4 +kinslia01,2019,1,SDN,NL,0,0,1,0,0,0,0,3,1,0,0,2,0,0.333,0.00,0,0,1,0,6,1,0,0,0,1 +kintzbr01,2019,1,CHN,NL,3,3,62,0,0,0,1,171,45,17,5,13,48,0.215,2.68,3,0,4,0,227,10,18,0,1,11 +kittran01,2019,1,TBA,AL,1,0,37,7,0,0,0,149,51,23,7,12,58,0.263,4.17,0,2,2,0,210,10,25,0,2,2 +klinebr01,2019,1,BAL,AL,1,4,34,0,0,0,0,123,44,27,9,19,34,0.275,5.93,0,3,1,0,183,8,28,1,1,6 +klubeco01,2019,1,CLE,AL,2,3,7,7,0,0,0,107,44,23,4,15,38,0.297,5.80,0,1,3,0,168,0,26,1,1,0 +kochma01,2019,1,ARI,NL,0,0,9,0,0,0,0,62,29,21,8,4,9,0.333,9.15,0,1,5,0,96,5,21,0,0,1 +kolarad01,2019,1,TBA,AL,4,3,54,0,0,0,1,130,39,19,6,14,36,0.234,3.95,4,1,3,0,184,15,19,0,0,3 +kolarad01,2019,2,LAN,NL,2,0,26,0,0,0,0,35,9,1,1,2,9,0.209,0.77,0,0,0,0,45,3,3,0,0,2 +kuhnejo01,2019,1,CIN,NL,1,0,11,0,0,0,0,29,8,5,1,5,9,0.216,4.66,0,0,0,0,42,2,5,0,0,1 +lailbr01,2019,1,NYA,AL,0,0,1,0,0,0,0,8,2,3,1,1,2,0.222,10.13,0,0,0,0,10,0,3,0,0,1 +lakintr01,2019,1,BOS,AL,0,1,16,3,0,0,0,70,23,10,1,10,18,0.258,3.86,1,1,1,0,102,4,11,0,2,1 +lambepe01,2019,1,COL,NL,3,7,19,19,0,0,0,268,119,72,18,36,57,0.321,7.25,3,5,6,0,420,0,74,4,3,7 +lametdi01,2019,1,SDN,NL,3,5,14,14,0,0,0,219,62,33,12,30,105,0.226,4.07,0,6,5,0,313,0,38,2,2,3 +lauerer01,2019,1,SDN,NL,8,10,30,29,0,0,0,449,158,74,20,51,138,0.268,4.45,4,4,5,1,651,0,82,3,3,11 +lawde01,2019,1,TOR,AL,1,2,58,4,0,0,5,182,61,33,8,40,67,0.256,4.90,3,7,3,0,285,18,36,2,2,4 +leakemi01,2019,1,SEA,AL,9,8,22,22,2,1,0,411,153,65,26,19,100,0.278,4.27,1,2,4,0,576,0,78,1,1,10 +leakemi01,2019,2,ARI,NL,3,3,10,10,0,0,0,180,74,29,15,8,27,0.306,4.35,1,0,6,0,259,0,36,1,2,8 +leblawa01,2019,1,SEA,AL,6,7,26,8,0,0,0,364,145,77,28,31,92,0.291,5.71,1,0,1,0,532,4,80,1,1,13 +leclejo01,2019,1,TEX,AL,2,4,70,3,0,0,14,206,52,33,7,39,100,0.209,4.33,1,7,6,0,299,40,34,3,2,4 +leonedo01,2019,1,SLN,NL,1,0,40,0,0,0,1,122,39,25,9,22,46,0.250,5.53,2,1,0,0,180,11,28,1,1,5 +lestejo01,2019,1,CHN,NL,13,10,31,31,0,0,0,515,205,85,26,52,165,0.294,4.46,0,3,5,0,764,0,101,5,4,18 +liriafr01,2019,1,PIT,NL,5,3,69,0,0,0,0,210,60,27,8,35,63,0.232,3.47,1,1,3,0,301,8,32,2,2,10 +litteza01,2019,1,MIN,AL,6,0,29,0,0,0,0,111,34,11,4,9,32,0.250,2.68,1,0,0,0,146,7,12,1,0,4 +livelbe01,2019,1,KCA,AL,0,0,1,0,0,0,0,3,3,3,1,0,1,0.500,27.00,0,0,0,0,6,1,3,0,0,0 +loaisjo01,2019,1,NYA,AL,2,2,15,4,0,0,0,95,31,16,6,16,37,0.263,4.55,0,1,1,0,139,3,16,0,4,4 +lockean01,2019,1,NYN,NL,1,1,9,4,0,0,0,68,33,21,6,6,16,0.347,8.34,0,1,1,0,103,1,21,1,0,3 +lopezjo02,2019,1,KCA,AL,4,9,39,18,0,0,1,371,140,87,27,42,109,0.286,6.33,0,6,10,0,548,8,94,0,7,11 +lopezpa01,2019,1,MIA,NL,5,8,21,21,0,0,0,334,111,63,15,27,95,0.261,5.09,3,6,11,2,469,0,64,4,2,10 +lopezre01,2019,1,CHA,AL,10,15,33,33,1,0,0,552,203,110,35,65,169,0.278,5.38,0,5,8,2,809,0,119,2,5,18 +lopezyo01,2019,1,ARI,NL,2,7,70,0,0,0,1,182,52,23,11,17,42,0.232,3.41,2,1,0,0,246,13,27,1,4,5 +lorenmi01,2019,1,CIN,NL,1,4,73,0,0,0,7,250,68,27,9,28,85,0.221,2.92,1,2,2,0,343,16,29,4,2,3 +loupaa01,2019,1,SDN,NL,0,0,4,0,0,0,0,10,2,0,0,1,5,0.182,0.00,0,0,1,0,14,1,0,0,1,0 +lovelri01,2019,1,KCA,AL,0,3,25,0,0,0,0,60,30,17,2,8,17,0.353,7.65,2,1,1,0,96,5,17,1,1,3 +lucasjo02,2019,1,BAL,AL,0,0,9,0,0,0,1,47,14,10,2,7,16,0.237,5.74,0,0,0,0,69,4,12,0,3,0 +lucchjo01,2019,1,SDN,NL,10,10,30,30,0,0,0,491,144,76,23,56,158,0.233,4.18,0,8,2,0,686,0,78,5,4,13 +luciael01,2019,1,TOR,AL,1,0,25,0,0,0,0,101,36,20,4,24,27,0.275,5.35,1,4,3,0,159,9,20,0,1,3 +lugose01,2019,1,NYN,NL,7,4,61,0,0,0,6,240,56,24,8,16,104,0.192,2.70,4,2,5,0,314,14,28,1,1,2 +luzarje01,2019,1,OAK,AL,0,0,6,0,0,0,2,36,5,2,1,3,16,0.119,1.50,0,2,1,0,46,2,2,0,0,0 +lylesjo01,2019,1,PIT,NL,5,7,17,17,0,0,0,247,88,49,16,33,90,0.271,5.36,1,4,1,0,361,0,53,1,1,6 +lylesjo01,2019,2,MIL,NL,7,1,11,11,0,0,0,176,43,16,9,22,56,0.202,2.45,1,0,0,0,238,0,19,1,2,2 +lynnla01,2019,1,TEX,AL,16,11,33,33,0,0,0,625,195,85,21,59,246,0.243,3.67,0,18,8,0,875,0,89,1,6,12 +lyonsty01,2019,1,PIT,NL,1,1,3,0,0,0,0,12,6,5,1,3,5,0.353,11.25,1,0,0,0,20,2,5,0,0,1 +lyonsty01,2019,2,NYA,AL,0,1,11,0,0,0,0,26,7,4,3,2,12,0.226,4.15,1,0,1,0,34,5,4,0,0,1 +maedake01,2019,1,LAN,NL,10,8,37,26,0,0,3,461,114,69,22,51,169,0.202,4.04,1,3,4,0,624,3,70,2,3,7 +magilma01,2019,1,MIN,AL,2,0,28,0,0,0,0,85,30,14,4,15,36,0.263,4.45,1,2,2,0,133,8,21,1,1,0 +magilma01,2019,2,SEA,AL,3,2,22,0,0,0,5,67,21,9,3,5,28,0.236,3.63,2,3,0,0,96,12,10,1,1,0 +mahlety01,2019,1,CIN,NL,3,12,25,25,0,0,0,389,136,74,25,34,129,0.266,5.14,0,2,6,1,556,0,82,2,2,9 +mailelu01,2019,1,TOR,AL,0,0,2,0,0,0,0,6,1,0,0,0,3,0.143,0.00,0,0,1,0,8,2,0,0,0,0 +manaese01,2019,1,OAK,AL,4,0,5,5,0,0,0,89,16,4,3,7,30,0.160,1.21,0,1,2,0,109,0,4,0,0,4 +mantijo01,2019,1,NYA,AL,1,0,1,0,0,0,0,9,3,3,1,2,2,0.250,9.00,0,0,0,0,14,0,3,0,0,0 +mapledi01,2019,1,CHN,NL,1,0,14,0,0,0,0,35,6,7,2,10,18,0.150,5.40,0,0,4,0,54,3,7,0,0,0 +margeni01,2019,1,SDN,NL,2,6,17,12,0,0,0,171,73,43,12,19,42,0.307,6.79,1,1,3,0,263,1,46,3,0,4 +markepa01,2019,1,SEA,AL,0,0,5,0,0,0,0,14,10,8,3,4,3,0.435,15.43,0,1,1,0,28,0,9,0,0,0 +markepa01,2019,2,PIT,NL,0,1,15,0,0,0,0,52,16,11,3,13,21,0.239,5.71,1,1,2,1,82,8,12,0,0,1 +marquge01,2019,1,COL,NL,12,5,28,28,1,1,0,522,174,92,29,35,175,0.259,4.76,0,14,5,1,721,0,96,6,4,13 +marshev01,2019,1,CHA,AL,4,2,55,0,0,0,0,152,42,14,5,24,41,0.228,2.49,2,1,0,0,209,2,16,0,1,8 +martibr01,2019,1,TEX,AL,2,3,51,2,0,0,0,187,72,33,7,18,62,0.280,4.76,2,3,2,0,280,7,38,0,3,5 +martica04,2019,1,SLN,NL,4,2,48,0,0,0,24,145,39,17,2,18,53,0.220,3.17,1,2,3,0,200,38,18,1,1,6 +martich02,2019,1,TEX,AL,0,2,38,0,0,0,4,114,35,13,8,4,43,0.246,3.08,0,0,0,0,147,15,13,0,1,4 +martich02,2019,2,ATL,NL,1,1,20,0,0,0,0,53,17,8,1,1,22,0.254,4.08,0,0,0,0,69,5,10,0,1,3 +martico02,2019,1,HOU,AL,1,1,5,5,0,0,0,58,23,12,8,12,19,0.288,5.59,0,1,0,0,92,0,14,0,0,0 +martini02,2019,1,OAK,AL,0,0,1,0,0,0,0,3,0,0,0,2,1,0.000,0.00,0,0,0,0,5,1,0,0,0,0 +martiru01,2019,1,LAN,NL,0,0,4,0,0,0,0,12,2,0,0,0,2,0.154,0.00,0,0,0,0,13,4,0,0,0,1 +marveja01,2019,1,PIT,NL,0,3,4,4,0,0,0,52,25,16,4,6,9,0.338,8.31,0,0,2,0,84,0,16,2,0,0 +mathije01,2019,1,TEX,AL,0,0,2,0,0,0,0,6,3,2,1,0,1,0.333,9.00,0,0,0,0,9,2,2,0,0,0 +matonph01,2019,1,SDN,NL,0,0,21,0,0,0,0,73,34,21,6,6,20,0.321,7.77,0,1,1,0,115,5,22,2,0,1 +matonph01,2019,2,CLE,AL,0,0,9,0,0,0,0,37,4,4,1,6,13,0.098,2.92,0,2,1,0,48,8,5,0,0,0 +matzst01,2019,1,NYN,NL,11,10,32,30,1,1,0,481,163,75,27,52,153,0.260,4.21,7,3,7,0,691,0,83,5,1,16 +maydu01,2019,1,LAN,NL,2,3,14,4,0,0,0,104,33,14,2,5,32,0.250,3.63,0,0,4,0,141,0,17,0,0,4 +mayermi01,2019,1,SLN,NL,0,1,16,0,0,0,0,57,21,14,3,11,16,0.276,6.63,2,1,1,0,88,4,14,0,0,1 +maytr01,2019,1,MIN,AL,5,3,65,0,0,0,2,193,43,21,8,26,79,0.184,2.94,1,3,3,0,266,13,24,0,3,2 +mayzati01,2019,1,TOR,AL,1,3,68,0,0,0,0,154,45,28,8,27,55,0.230,4.91,2,4,1,0,227,5,29,1,2,3 +mazzach01,2019,1,NYN,NL,1,1,9,0,0,0,0,49,21,10,0,5,11,0.328,5.51,0,0,4,0,74,6,10,0,1,4 +mccarke01,2019,1,KCA,AL,4,2,56,0,0,0,1,181,68,30,4,21,38,0.285,4.48,6,2,2,0,268,14,31,2,4,5 +mcclare01,2019,1,SEA,AL,1,1,14,2,0,0,0,63,22,14,2,13,11,0.268,6.00,0,1,0,0,95,6,14,0,0,1 +mcfartj01,2019,1,ARI,NL,0,0,51,0,0,0,0,168,71,30,6,20,35,0.316,4.82,5,1,1,0,250,13,35,2,2,5 +mcgeeja01,2019,1,COL,NL,0,2,45,0,0,0,0,124,47,20,11,11,35,0.288,4.35,1,0,3,1,180,10,25,0,3,5 +mcgowky01,2019,1,WAS,NL,0,0,7,1,0,0,1,48,22,18,7,4,18,0.319,10.13,0,4,1,0,76,4,19,1,1,2 +mchugco01,2019,1,HOU,AL,4,5,35,8,0,0,0,224,62,39,12,30,82,0.221,4.70,0,0,3,0,317,8,41,0,3,3 +mckaybr01,2019,1,TBA,AL,2,4,13,11,0,0,0,147,53,28,8,16,56,0.268,5.14,0,0,0,0,216,0,32,1,1,1 +mckayda02,2019,1,SEA,AL,0,0,7,0,0,0,0,21,5,4,1,8,5,0.192,5.14,0,0,0,0,34,5,5,0,0,1 +mckayda02,2019,2,DET,AL,0,0,18,0,0,0,0,58,15,12,2,9,29,0.211,5.59,1,2,1,0,81,6,12,0,0,1 +mcraeal01,2019,1,PIT,NL,0,4,11,2,0,0,0,80,36,26,9,16,19,0.319,8.78,1,2,3,0,132,3,30,0,0,3 +meansjo01,2019,1,BAL,AL,12,11,31,27,0,0,0,465,138,62,23,38,121,0.234,3.60,0,5,5,0,637,1,68,0,3,12 +mejiaad01,2019,1,MIN,AL,0,2,13,0,0,0,0,46,16,15,3,12,15,0.276,8.80,0,1,0,0,71,2,16,0,1,0 +mejiaad01,2019,2,LAA,AL,0,0,4,0,0,0,0,13,4,1,0,1,6,0.235,2.08,0,0,0,0,18,0,1,0,0,0 +mejiaad01,2019,3,SLN,NL,0,0,2,0,0,0,0,9,8,3,0,1,2,0.500,9.00,0,2,0,0,17,0,3,0,0,0 +mejiaad01,2019,4,LAA,AL,0,0,16,0,0,0,0,26,5,4,1,7,7,0.156,4.15,0,0,0,0,39,2,5,0,0,0 +melanma01,2019,1,SFN,NL,4,2,43,0,0,0,1,139,49,18,3,16,44,0.278,3.50,2,3,2,0,195,16,19,0,1,8 +melanma01,2019,2,ATL,NL,1,0,23,0,0,0,11,63,22,9,1,2,24,0.253,3.86,0,1,0,0,89,18,9,0,0,0 +mellake01,2019,1,CIN,NL,0,0,2,0,0,0,0,11,5,3,0,2,4,0.313,7.36,1,0,0,0,18,1,3,0,0,0 +melviti01,2019,1,COL,NL,2,3,7,7,0,0,0,100,34,18,9,14,24,0.274,4.86,0,1,1,0,143,0,18,2,2,3 +mendeyo01,2019,1,TEX,AL,1,0,3,0,0,0,0,14,4,3,2,5,8,0.250,5.79,0,0,0,0,21,0,3,0,0,0 +menezco01,2019,1,SFN,NL,0,1,8,3,0,0,0,51,13,10,4,12,22,0.220,5.29,0,2,0,0,73,2,10,1,1,1 +mengdda01,2019,1,OAK,AL,5,2,13,9,0,0,1,179,59,32,7,27,42,0.254,4.83,0,1,0,0,260,2,32,0,1,3 +middlke01,2019,1,LAA,AL,0,0,11,0,0,0,0,23,4,1,0,7,6,0.154,1.17,0,1,0,0,33,0,1,0,0,1 +mikolmi01,2019,1,SLN,NL,9,14,32,32,1,1,0,552,193,85,27,32,144,0.272,4.16,1,5,12,2,764,0,90,3,7,23 +mileywa01,2019,1,HOU,AL,14,6,33,33,0,0,0,502,164,74,23,61,140,0.254,3.98,0,4,5,2,720,0,83,2,5,13 +millean01,2019,1,SLN,NL,5,6,73,0,0,0,6,164,45,27,11,27,70,0.225,4.45,1,4,8,0,236,11,32,0,1,7 +milleju02,2019,1,WAS,NL,1,0,17,0,0,0,0,47,16,7,5,4,11,0.276,4.02,0,0,2,0,65,5,8,1,0,1 +millesh01,2019,1,TEX,AL,1,3,19,8,0,0,0,132,58,42,8,29,30,0.317,8.59,1,1,3,0,220,4,46,0,4,4 +millsal02,2019,1,CHN,NL,1,0,9,4,0,0,1,108,31,11,5,11,42,0.231,2.75,0,0,7,0,152,3,11,0,0,4 +milneho01,2019,1,TBA,AL,0,0,4,0,0,0,0,11,4,3,0,1,3,0.267,7.36,0,0,1,0,17,1,3,0,0,0 +milonto01,2019,1,SEA,AL,4,10,23,6,0,0,0,335,102,59,24,23,94,0.241,4.76,2,1,2,0,453,0,61,0,5,7 +minayju01,2019,1,CHA,AL,0,0,22,0,0,0,0,83,31,12,4,12,27,0.277,3.90,0,3,2,0,126,8,13,0,0,3 +minormi01,2019,1,TEX,AL,14,10,32,32,2,1,0,625,190,83,30,68,200,0.244,3.59,1,2,7,0,863,0,86,3,6,23 +minteaj01,2019,1,ATL,NL,3,4,36,0,0,0,5,88,36,23,3,23,35,0.298,7.06,5,5,1,0,147,12,23,1,1,1 +montafr01,2019,1,OAK,AL,9,2,16,16,0,0,0,288,84,28,8,23,103,0.230,2.63,1,5,4,0,394,0,35,0,2,10 +montera01,2019,1,TEX,AL,2,0,22,0,0,0,0,87,23,8,5,5,34,0.217,2.48,0,0,2,1,113,6,8,0,0,2 +montgjo01,2019,1,NYA,AL,0,0,2,1,0,0,0,12,7,3,1,0,5,0.368,6.75,0,0,0,0,19,0,3,0,0,0 +montgmi01,2019,1,CHN,NL,1,2,20,0,0,0,0,81,35,17,6,13,18,0.327,5.67,1,0,0,0,123,6,18,1,1,4 +montgmi01,2019,2,KCA,AL,2,7,13,13,0,0,0,192,78,33,12,21,51,0.310,4.64,0,3,4,0,279,0,37,2,0,9 +moorean02,2019,1,SEA,AL,0,0,1,1,0,0,0,14,6,4,2,1,2,0.316,7.71,0,0,0,0,20,0,4,0,0,0 +mooredy01,2019,1,SEA,AL,0,0,1,0,0,0,0,3,5,4,0,2,0,0.625,36.00,0,0,0,0,10,1,4,0,0,0 +moorema02,2019,1,DET,AL,0,0,2,2,0,0,0,30,3,0,0,1,9,0.094,0.00,0,0,0,0,33,0,0,0,0,1 +moralke01,2019,1,OAK,AL,0,0,1,0,0,0,0,3,1,1,0,2,0,0.333,9.00,0,0,1,0,7,1,1,0,1,0 +moranbr01,2019,1,MIA,NL,1,0,10,0,0,0,0,19,6,3,1,2,10,0.250,4.26,1,0,2,0,29,0,3,1,0,0 +morejad01,2019,1,SDN,NL,0,0,5,2,0,0,0,24,15,9,1,3,9,0.385,10.13,0,0,0,0,42,1,9,0,0,0 +morgaad01,2019,1,PHI,NL,3,3,40,0,0,0,0,89,20,13,4,10,29,0.187,3.94,1,0,3,0,120,0,14,0,0,1 +morinmi01,2019,1,MIN,AL,0,0,23,0,0,0,1,68,20,8,3,2,11,0.227,3.18,0,0,2,0,92,10,11,0,0,2 +morinmi01,2019,2,PHI,NL,1,3,29,0,0,0,0,84,26,18,3,8,15,0.248,5.79,0,2,2,0,118,3,18,2,1,0 +moronre01,2019,1,SFN,NL,3,7,56,0,0,0,0,170,41,18,4,33,70,0.197,2.86,1,3,3,0,246,5,19,1,1,2 +mortoch02,2019,1,TBA,AL,16,6,33,33,0,0,0,584,154,66,15,57,240,0.215,3.05,0,5,12,1,790,0,71,1,3,13 +munozan01,2019,1,SDN,NL,1,1,22,0,0,0,1,69,16,10,2,11,30,0.188,3.91,0,1,0,1,97,3,10,1,0,3 +murphjr01,2019,1,ARI,NL,0,0,2,0,0,0,0,9,10,9,3,3,0,0.526,27.00,0,0,0,0,22,2,9,0,0,0 +murphto04,2019,1,SEA,AL,0,0,3,0,0,0,0,9,1,2,0,1,2,0.125,6.00,0,0,0,0,11,3,2,0,2,1 +musgrha01,2019,1,COL,NL,0,0,10,0,0,0,0,30,9,4,0,7,12,0.231,3.60,1,1,0,0,47,4,4,0,1,0 +musgrjo01,2019,1,PIT,NL,11,12,32,31,0,0,0,511,168,84,21,39,157,0.254,4.44,1,2,9,0,718,0,98,1,6,8 +nelsoji02,2019,1,MIL,NL,0,2,10,3,0,0,0,66,25,17,4,17,26,0.291,6.95,1,1,2,0,105,2,18,0,0,5 +nerishe01,2019,1,PHI,NL,3,6,68,0,0,0,28,203,45,22,10,24,89,0.186,2.93,1,2,6,2,275,49,24,1,2,2 +neshepa01,2019,1,PHI,NL,0,1,20,0,0,0,3,54,23,10,5,2,9,0.303,5.00,0,0,0,0,79,6,11,0,1,0 +neverdo01,2019,1,PIT,NL,0,0,10,0,0,0,0,28,15,11,2,7,10,0.349,10.61,1,1,2,0,53,3,11,0,1,0 +newbeja01,2019,1,KCA,AL,1,0,27,0,0,0,0,93,29,13,7,16,29,0.248,3.77,2,0,1,0,137,6,13,0,3,2 +newcose01,2019,1,ATL,NL,6,3,55,4,0,0,1,205,61,24,8,29,65,0.236,3.16,1,4,3,0,293,4,28,0,2,5 +nicasju01,2019,1,PHI,NL,2,3,47,0,0,0,1,142,57,25,4,21,45,0.298,4.75,5,0,2,1,217,10,27,1,2,5 +noesihe01,2019,1,MIA,NL,0,3,12,4,0,0,0,83,30,26,7,14,24,0.280,8.46,0,2,1,0,124,3,26,1,1,3 +nogosst01,2019,1,NYN,NL,0,1,7,0,0,0,0,20,12,8,2,2,6,0.387,10.80,0,0,0,0,34,6,8,0,1,0 +nolaaa01,2019,1,PHI,NL,12,7,34,34,0,0,0,607,176,87,27,80,229,0.233,3.87,3,3,11,0,852,0,91,4,2,14 +norrida01,2019,1,DET,AL,3,13,32,29,0,0,0,433,154,72,25,38,125,0.275,4.49,0,5,4,0,610,0,75,5,3,11 +norwoja01,2019,1,CHN,NL,0,1,9,0,0,0,0,28,9,3,1,8,11,0.250,2.89,0,1,0,0,44,3,4,0,0,1 +novaiv01,2019,1,CHA,AL,11,12,34,34,2,0,0,561,225,98,30,47,114,0.303,4.72,1,7,9,0,806,0,107,2,4,30 +nunezed02,2019,1,BOS,AL,0,0,1,0,0,0,0,3,1,1,1,0,0,0.250,9.00,0,0,0,0,4,1,1,0,0,0 +obergsc01,2019,1,COL,NL,6,1,49,0,0,0,5,168,39,14,5,23,58,0.196,2.25,2,3,0,0,223,18,18,0,1,6 +odayda01,2019,1,ATL,NL,0,0,8,0,0,0,0,16,3,1,0,1,6,0.158,1.69,0,0,1,0,21,0,1,0,0,0 +odorija01,2019,1,MIN,AL,15,7,30,30,0,0,0,477,139,62,16,53,178,0.234,3.51,0,4,4,0,658,0,65,4,4,9 +ohse01,2019,1,COL,NL,3,1,21,0,0,0,0,55,29,19,6,6,16,0.354,9.33,0,2,0,0,88,5,19,0,0,1 +olsonty01,2019,1,CLE,AL,1,1,39,0,0,0,0,92,34,15,3,16,28,0.281,4.40,2,2,2,0,140,8,15,0,1,0 +orourry01,2019,1,NYN,NL,0,0,2,0,0,0,0,4,0,0,0,3,1,0.000,0.00,0,0,0,0,6,0,0,0,0,0 +ortizlu02,2019,1,BAL,AL,0,1,1,1,0,0,0,10,4,4,2,5,3,0.308,10.80,0,0,0,0,18,0,4,0,0,1 +osichjo01,2019,1,CHA,AL,4,0,57,0,0,0,0,203,62,35,15,15,61,0.242,4.66,1,3,0,0,272,14,38,0,1,6 +osunajo01,2019,1,PIT,NL,0,0,2,0,0,0,0,7,3,1,1,0,0,0.333,3.86,0,0,0,0,9,1,1,0,0,1 +osunaro01,2019,1,HOU,AL,4,3,66,0,0,0,38,195,45,19,8,12,73,0.190,2.63,0,1,2,0,253,56,20,1,1,2 +oswalco01,2019,1,NYN,NL,0,1,2,0,0,0,0,20,9,9,1,6,5,0.321,12.15,1,0,0,0,34,0,9,0,0,1 +oteroda01,2019,1,CLE,AL,0,0,25,0,0,0,0,89,42,16,6,3,16,0.331,4.85,0,1,1,0,131,4,17,0,0,3 +ottavad01,2019,1,NYA,AL,6,5,73,0,0,0,2,199,47,14,5,40,88,0.198,1.90,3,3,2,1,283,7,17,0,3,8 +owingch01,2019,1,KCA,AL,0,0,1,0,0,0,0,5,6,4,2,1,0,0.545,21.60,0,0,0,0,12,1,4,0,0,0 +paddach01,2019,1,SDN,NL,9,7,26,26,0,0,0,422,107,52,23,31,153,0.204,3.33,1,1,6,1,568,0,58,4,3,5 +paganem01,2019,1,TBA,AL,4,2,66,0,0,0,20,210,45,18,12,13,96,0.179,2.31,1,3,1,0,267,29,19,0,1,2 +palumjo01,2019,1,TEX,AL,0,3,7,4,0,0,0,50,21,17,7,8,21,0.300,9.18,0,0,2,0,81,0,17,1,0,1 +pannoth01,2019,1,TOR,AL,3,6,37,7,0,0,0,219,73,50,13,31,69,0.255,6.16,1,6,6,0,325,8,51,0,2,5 +parkebl01,2019,1,MIN,AL,1,2,37,0,0,0,10,109,34,17,7,16,34,0.246,4.21,0,4,2,0,157,19,18,0,1,3 +parkebl01,2019,2,PHI,NL,2,1,23,2,0,0,0,75,19,14,6,6,31,0.216,5.04,0,0,1,0,98,2,14,2,1,1 +parrage01,2019,2,WAS,NL,0,0,1,0,0,0,0,0,1,5,0,4,0,1.000,,0,1,0,0,5,0,5,0,0,0 +parsowe01,2019,1,ATL,NL,1,2,17,0,0,0,0,46,11,6,2,13,12,0.229,3.52,0,0,1,0,64,3,7,0,2,6 +parsowe01,2019,2,COL,NL,0,0,15,0,0,0,0,58,21,15,4,16,14,0.288,6.98,2,2,1,0,93,2,17,2,1,2 +paxtoja01,2019,1,NYA,AL,15,6,29,29,0,0,0,452,138,64,23,55,186,0.242,3.82,0,7,2,1,633,0,71,2,4,9 +payamjo01,2019,1,ARI,NL,0,0,2,0,0,0,0,12,4,2,0,3,3,0.308,4.50,0,0,0,0,17,1,2,1,0,1 +payanpe01,2019,1,TEX,AL,1,2,6,4,0,0,0,66,26,14,3,15,17,0.302,5.73,0,1,1,0,103,0,17,1,0,3 +pazosja01,2019,1,COL,NL,0,0,12,0,0,0,0,31,7,2,1,4,10,0.200,1.74,1,0,0,0,39,0,2,0,0,1 +peacobr01,2019,1,HOU,AL,7,6,23,15,0,0,0,275,78,42,15,31,96,0.227,4.12,0,1,5,1,383,1,43,0,3,5 +penafe01,2019,1,LAA,AL,8,3,22,7,0,0,0,289,80,49,16,34,101,0.219,4.58,0,8,6,0,407,1,56,0,1,5 +peralfr01,2019,1,MIL,NL,7,3,39,8,0,0,1,255,87,50,15,37,115,0.257,5.29,1,3,2,0,382,3,58,3,1,2 +peralwa01,2019,1,CIN,NL,1,1,39,0,0,0,0,102,36,23,10,15,27,0.275,6.09,3,0,2,0,151,11,23,0,3,3 +peralwa01,2019,2,SFN,NL,0,0,8,0,0,0,0,17,4,2,1,1,5,0.200,3.18,0,0,0,0,21,0,2,0,0,1 +peralwi01,2019,1,KCA,AL,2,4,42,0,0,0,2,121,45,26,7,19,24,0.296,5.80,1,0,2,0,176,23,28,1,2,9 +perazjo01,2019,1,CIN,NL,0,0,2,0,0,0,0,4,1,0,0,0,0,0.250,0.00,0,0,0,0,4,2,0,0,0,1 +perdolu02,2019,1,SDN,NL,2,4,47,1,0,0,0,216,69,32,6,18,55,0.252,4.00,1,3,2,0,296,13,34,2,0,7 +perezci01,2019,1,HOU,AL,1,1,5,0,0,0,0,27,11,10,3,2,7,0.289,10.00,0,0,0,0,40,3,10,0,0,0 +perezhe01,2019,1,MIL,NL,0,0,3,0,0,0,0,9,2,1,1,2,1,0.222,3.00,0,0,0,0,11,3,1,0,0,2 +perezma02,2019,1,MIN,AL,10,7,32,29,0,0,0,496,184,94,23,67,135,0.279,5.12,1,3,3,1,737,0,104,3,5,12 +perezol01,2019,1,CLE,AL,2,4,67,0,0,0,1,122,38,18,5,12,48,0.242,3.98,2,1,3,0,173,4,20,0,1,2 +peterdi01,2019,1,LAA,AL,4,4,17,12,0,0,0,216,85,43,18,26,55,0.290,5.38,1,1,5,2,327,1,50,1,2,7 +peterti01,2019,1,NYN,NL,0,0,6,0,0,0,0,22,7,4,1,7,3,0.259,4.91,1,3,1,0,35,2,4,0,0,2 +petityu01,2019,1,OAK,AL,5,3,80,0,0,0,0,249,57,25,11,10,71,0.194,2.71,0,2,0,0,308,6,25,1,3,5 +petrija01,2019,1,MIL,NL,0,0,6,0,0,0,0,24,6,3,0,6,3,0.207,3.38,1,1,0,0,36,6,3,0,1,0 +phelpda01,2019,1,TOR,AL,0,0,17,1,0,0,0,52,14,7,3,7,18,0.222,3.63,1,1,1,0,71,1,7,0,0,2 +phelpda01,2019,2,CHN,NL,2,1,24,0,0,0,1,51,17,6,2,10,18,0.262,3.18,0,2,0,0,76,3,7,0,1,2 +phillev01,2019,1,BAL,AL,0,1,25,0,0,0,0,84,32,20,2,20,40,0.286,6.43,0,2,5,0,140,2,20,1,2,3 +pinedmi01,2019,1,MIN,AL,11,5,26,26,0,0,0,438,141,65,23,28,140,0.253,4.01,1,8,5,0,600,0,68,2,7,10 +pintori01,2019,1,TBA,AL,0,0,2,0,0,0,0,7,4,4,1,2,0,0.364,15.43,0,0,0,0,13,1,4,0,0,0 +pivetni01,2019,1,PHI,NL,4,6,30,13,1,0,1,281,103,56,20,39,89,0.278,5.38,2,4,4,1,421,8,64,4,4,9 +plaweke01,2019,1,CLE,AL,0,0,2,0,0,0,0,6,0,0,0,0,0,0.000,0.00,0,0,0,0,6,2,0,0,0,0 +plesaza01,2019,1,CLE,AL,8,6,21,21,1,1,0,347,102,49,19,40,88,0.237,3.81,0,1,3,0,475,0,52,2,0,8 +plutkad01,2019,1,CLE,AL,7,5,21,20,0,0,0,328,115,59,22,26,78,0.267,4.86,2,0,4,0,462,0,61,0,2,9 +pocheco01,2019,1,TBA,AL,5,5,51,0,0,0,2,155,33,27,9,19,72,0.181,4.70,1,2,5,0,207,8,27,1,0,4 +pomerdr01,2019,1,SFN,NL,2,9,21,17,0,0,0,233,89,49,17,36,92,0.285,5.68,0,1,4,1,355,0,51,2,1,5 +pomerdr01,2019,2,MIL,NL,0,1,25,1,0,0,2,79,16,7,4,8,45,0.176,2.39,0,0,0,0,100,4,7,0,1,2 +ponceda01,2019,1,SLN,NL,1,2,13,8,0,0,0,146,36,20,6,26,52,0.207,3.70,3,2,2,0,203,1,21,0,1,7 +poppese01,2019,1,MIN,AL,0,0,4,0,0,0,0,25,10,7,1,5,9,0.323,7.56,0,0,0,0,36,3,7,0,0,3 +porceri01,2019,1,BOS,AL,14,12,32,32,0,0,0,523,198,107,31,45,143,0.278,5.52,2,5,6,2,768,0,114,3,1,6 +poundbr01,2019,1,NYN,NL,1,0,7,0,0,0,0,22,9,5,1,2,5,0.300,6.14,0,1,1,0,34,3,5,1,0,0 +poynebo01,2019,1,BOS,AL,0,1,13,1,0,0,0,35,10,9,2,5,11,0.233,6.94,0,0,1,0,49,2,9,0,0,0 +pressry01,2019,1,HOU,AL,2,3,55,0,0,0,3,163,37,14,6,12,72,0.188,2.32,0,4,0,0,211,8,15,0,1,1 +priceda01,2019,1,BOS,AL,7,5,22,22,0,0,0,322,109,51,15,32,128,0.258,4.28,0,3,3,1,458,0,57,0,1,7 +pruitau01,2019,1,TBA,AL,3,0,14,2,0,0,0,141,47,23,7,12,39,0.266,4.40,2,1,0,0,193,4,23,2,2,5 +pukaj01,2019,1,OAK,AL,2,0,10,0,0,0,0,34,10,4,1,5,13,0.238,3.18,0,2,0,0,47,0,4,0,0,2 +quantca01,2019,1,SDN,NL,6,8,23,18,0,0,0,309,106,59,15,28,89,0.260,5.16,2,3,3,0,443,0,61,2,3,4 +quijajo01,2019,1,MIA,NL,2,3,34,0,0,0,1,89,27,19,10,26,44,0.239,5.76,3,2,4,0,144,9,20,1,0,3 +quinnro01,2019,1,PHI,NL,0,1,2,0,0,0,0,10,7,3,0,3,1,0.438,8.10,1,0,0,0,19,2,3,0,0,0 +quintjo01,2019,1,CHN,NL,13,9,32,31,0,0,0,513,191,89,20,46,152,0.282,4.68,0,11,2,0,745,0,100,5,13,11 +raineta01,2019,1,WAS,NL,2,3,52,0,0,0,0,145,32,21,6,38,74,0.188,3.91,2,7,4,0,214,7,22,2,0,2 +ramirer02,2019,1,BOS,AL,0,0,1,0,0,0,0,9,4,4,2,1,1,0.333,12.00,0,0,1,0,15,1,4,1,0,0 +ramirjc01,2019,1,LAA,AL,0,0,5,0,0,0,0,24,8,4,1,1,4,0.250,4.50,0,1,1,0,34,3,4,0,0,0 +ramirne01,2019,1,CLE,AL,0,1,16,0,0,0,0,50,18,10,5,9,18,0.281,5.40,0,0,0,0,75,3,11,0,2,1 +ramirne01,2019,2,TOR,AL,0,0,6,1,0,0,0,25,8,5,2,6,6,0.258,5.40,0,1,0,0,37,0,5,0,0,0 +ramirni01,2019,1,DET,AL,5,4,46,0,0,0,0,239,76,36,11,35,74,0.247,4.07,4,6,1,0,348,7,45,1,3,5 +ramirno01,2019,1,LAA,AL,5,4,51,7,0,0,0,203,59,30,9,20,79,0.232,3.99,1,2,5,0,280,10,30,0,1,5 +ramirye01,2019,1,BAL,AL,0,2,4,1,0,0,0,31,11,8,2,9,11,0.306,6.97,0,1,2,0,49,2,9,0,2,3 +ramirye01,2019,2,PIT,NL,0,0,9,0,0,0,0,42,19,12,2,7,16,0.311,7.71,0,1,2,0,70,5,15,0,0,0 +ramosed02,2019,1,PHI,NL,1,0,20,0,0,0,0,45,19,9,5,7,11,0.311,5.40,1,3,1,0,69,6,10,0,0,0 +ramsema01,2019,1,LAA,AL,0,0,1,0,0,0,0,3,0,0,0,0,1,0.000,0.00,0,0,0,0,3,1,0,0,0,0 +rayro02,2019,1,ARI,NL,12,8,33,33,0,0,0,523,150,84,30,84,235,0.234,4.34,5,7,5,0,747,0,91,11,4,13 +reedaj01,2019,1,CHA,AL,0,0,1,0,0,0,0,3,0,0,0,0,0,0.000,0.00,0,0,0,0,3,1,0,0,0,0 +reedco01,2019,1,CIN,NL,0,0,3,0,0,0,0,19,6,1,0,1,7,0.250,1.42,1,1,0,0,25,1,1,0,0,2 +reidfse01,2019,1,TOR,AL,2,4,9,6,0,0,0,95,33,15,5,21,28,0.262,4.26,0,3,2,0,150,0,20,0,1,2 +reiniza01,2019,1,DET,AL,0,3,25,1,0,0,0,84,44,27,11,16,17,0.361,8.68,1,1,0,0,140,7,28,0,2,4 +reyesal02,2019,1,SLN,NL,0,1,4,0,0,0,0,9,2,5,1,6,1,0.200,15.00,0,1,0,0,17,0,5,0,1,0 +reyesge01,2019,1,SDN,NL,4,0,27,0,0,0,0,78,24,22,3,11,38,0.240,7.62,1,3,3,0,117,9,22,1,2,0 +reynoma01,2019,1,COL,NL,0,0,1,0,0,0,0,3,2,2,0,1,0,0.400,18.00,0,0,1,0,7,1,2,0,0,0 +rhameja01,2019,1,NYN,NL,0,1,5,0,0,0,0,19,3,3,1,9,5,0.150,4.26,0,0,0,0,30,3,4,1,0,1 +richacl01,2019,1,TOR,AL,1,5,10,10,0,0,0,136,53,30,9,18,22,0.298,5.96,0,3,4,3,201,0,33,0,1,5 +richaga01,2019,1,SDN,NL,0,1,3,3,0,0,0,26,10,8,2,6,11,0.294,8.31,0,1,0,0,41,0,8,1,0,1 +richatr01,2019,1,MIA,NL,3,12,23,20,0,0,0,336,104,56,16,51,103,0.248,4.50,6,4,5,0,483,1,56,4,4,8 +richatr01,2019,2,TBA,AL,3,0,7,3,0,0,0,70,23,5,3,5,24,0.253,1.93,0,0,0,0,97,0,7,1,0,1 +riosya01,2019,1,PHI,NL,0,0,4,0,0,0,0,8,6,4,2,3,2,0.462,13.50,0,1,1,1,19,3,7,1,1,0 +riosya01,2019,2,PIT,NL,1,0,10,0,0,0,0,31,10,6,2,5,10,0.263,5.23,0,0,2,0,46,2,6,0,1,2 +riverfe01,2019,1,PIT,NL,5,1,56,0,0,0,28,180,43,11,5,13,90,0.197,1.65,0,3,4,0,236,47,12,0,1,6 +roarkta01,2019,1,CIN,NL,6,7,21,21,0,0,0,331,119,52,14,38,108,0.273,4.24,1,0,9,0,484,0,55,0,1,12 +roarkta01,2019,2,OAK,AL,4,3,10,10,0,0,0,165,61,28,14,13,50,0.279,4.58,0,3,4,0,238,0,29,0,1,4 +roberda08,2019,1,PHI,NL,0,1,7,0,0,0,0,20,8,4,1,6,6,0.296,5.40,0,0,0,0,33,3,4,0,0,1 +roberda10,2019,1,TBA,AL,0,0,1,0,0,0,0,3,1,0,0,0,0,0.333,0.00,0,0,0,0,3,1,0,0,0,1 +robleha01,2019,1,LAA,AL,5,1,71,1,0,0,23,218,58,20,6,16,75,0.221,2.48,1,4,0,1,283,51,20,2,3,6 +rodgebr01,2019,1,HOU,AL,0,0,3,0,0,0,0,15,7,9,4,3,4,0.318,16.20,0,1,0,0,25,2,9,0,0,0 +rodnefe01,2019,1,OAK,AL,0,2,17,0,0,0,0,43,20,15,2,12,14,0.345,9.42,0,2,0,0,70,8,15,0,0,2 +rodnefe01,2019,2,WAS,NL,0,3,38,0,0,0,2,100,29,15,3,16,35,0.234,4.05,1,4,0,0,140,8,16,0,0,5 +rodonca01,2019,1,CHA,AL,3,2,7,7,0,0,0,104,33,20,4,17,46,0.239,5.19,0,5,1,0,158,0,22,0,2,1 +rodride01,2019,1,SFN,NL,6,11,28,16,0,0,0,297,108,62,21,36,71,0.271,5.64,0,1,2,0,439,4,74,3,0,8 +rodried05,2019,1,BOS,AL,19,6,34,34,0,0,0,610,195,86,24,75,213,0.253,3.81,2,3,7,0,859,0,88,2,5,20 +rodrije01,2019,1,CLE,AL,1,5,10,8,0,0,0,140,48,24,5,21,33,0.270,4.63,1,4,0,1,203,1,26,1,3,5 +rodrijo06,2019,1,LAA,AL,0,1,9,1,0,0,0,59,17,6,5,11,13,0.233,2.75,0,1,0,0,84,2,6,0,0,3 +rodriri05,2019,1,PIT,NL,4,5,72,0,0,0,1,196,65,27,14,23,63,0.252,3.72,3,1,2,0,285,12,30,0,1,4 +rodrise01,2019,1,PHI,NL,0,0,2,0,0,0,0,4,0,0,0,0,1,0.000,0.00,0,0,0,0,4,2,0,0,0,0 +roech01,2019,1,TBA,AL,1,3,71,0,0,0,1,153,49,23,3,31,65,0.251,4.06,2,3,1,1,229,11,27,0,1,8 +rogerjo01,2019,1,BAL,AL,0,1,5,0,0,0,0,43,18,14,7,6,5,0.305,8.79,0,0,4,0,69,1,14,0,0,2 +rogerta01,2019,1,MIN,AL,2,4,60,0,0,0,30,207,58,20,8,11,90,0.225,2.61,2,2,6,0,278,36,20,3,0,6 +rogerty01,2019,1,SFN,NL,2,0,17,0,0,0,0,53,12,2,0,3,16,0.185,1.02,0,1,1,0,70,4,3,1,0,0 +romanjo03,2019,1,TOR,AL,0,2,17,0,0,0,0,46,17,13,4,9,21,0.274,7.63,0,0,4,0,75,2,14,0,0,1 +romansa01,2019,1,CIN,NL,1,0,12,0,0,0,2,49,22,14,4,8,16,0.328,7.71,1,1,1,0,77,4,14,0,1,2 +romerfe01,2019,1,MIN,AL,0,1,15,0,0,0,0,42,19,11,2,11,18,0.317,7.07,1,5,1,0,72,7,12,0,0,2 +rominau01,2019,1,NYA,AL,0,0,1,0,0,0,0,3,4,3,2,0,0,0.571,27.00,0,0,0,0,7,1,3,0,0,0 +romose01,2019,1,MIA,NL,2,0,38,0,0,0,17,113,33,15,4,13,33,0.236,3.58,3,2,0,1,156,28,18,0,3,4 +romose01,2019,2,MIN,AL,0,1,27,0,0,0,3,68,17,8,3,4,27,0.198,3.18,0,1,2,0,93,5,9,0,1,0 +rondohe01,2019,1,HOU,AL,3,2,62,1,0,0,0,182,56,25,10,20,48,0.242,3.71,0,0,4,0,257,5,25,1,1,5 +rondojo02,2019,1,CHA,AL,0,0,1,0,0,0,0,3,2,0,0,0,0,0.400,0.00,0,0,0,0,5,1,0,0,0,0 +rosaad01,2019,1,NYA,AL,0,0,1,0,0,0,0,6,1,1,1,0,2,0.143,4.50,0,0,0,0,7,1,1,0,0,0 +rosarra01,2019,1,CHN,NL,1,0,13,0,0,0,0,32,12,7,2,5,10,0.273,5.91,0,2,0,0,49,2,8,0,0,1 +rosarra01,2019,2,KCA,AL,1,0,6,0,0,0,0,11,3,0,0,0,3,0.214,0.00,0,1,0,0,14,2,1,0,0,0 +rosentr01,2019,1,WAS,NL,0,1,12,0,0,0,0,19,8,16,0,15,5,0.333,22.74,0,5,3,0,43,5,16,0,1,2 +rosentr01,2019,2,DET,AL,0,0,10,0,0,0,0,27,3,7,0,11,12,0.103,7.00,0,4,1,0,42,3,8,1,0,0 +rosscza01,2019,1,SEA,AL,2,0,19,0,0,0,0,42,13,5,1,14,20,0.236,3.21,1,2,0,0,69,1,8,0,0,1 +rosscza01,2019,2,TOR,AL,0,0,2,0,0,0,0,3,3,3,0,2,2,0.500,27.00,0,0,0,0,8,0,4,0,0,0 +rosscza01,2019,3,LAN,NL,0,0,7,0,0,0,0,9,6,2,1,3,4,0.429,6.00,0,1,0,0,17,1,3,0,0,1 +rossjo01,2019,1,WAS,NL,4,4,27,9,0,0,0,192,74,39,7,33,57,0.291,5.48,1,2,4,0,295,3,41,3,1,7 +rossty01,2019,1,DET,AL,1,5,7,7,0,0,0,106,41,24,7,18,25,0.289,6.11,0,1,1,0,162,0,28,0,1,1 +ruizjo01,2019,1,CHA,AL,1,4,40,1,0,0,0,120,56,25,6,24,35,0.335,5.63,2,4,2,0,198,16,27,2,2,4 +rumbeni01,2019,1,SEA,AL,0,0,3,0,0,0,1,4,3,4,2,1,2,0.375,27.00,0,1,0,0,9,1,4,0,0,0 +rusinch01,2019,1,COL,NL,0,0,2,0,0,0,0,3,5,4,1,1,0,0.714,36.00,0,0,0,0,9,0,4,0,1,0 +ryanky01,2019,1,CHN,NL,4,2,73,0,0,0,0,183,55,24,5,29,58,0.243,3.54,2,1,1,0,260,12,26,0,3,7 +ryuhy01,2019,1,LAN,NL,14,5,29,29,1,1,0,548,160,47,17,24,163,0.234,2.32,2,0,4,0,723,0,53,8,2,17 +sabatcc01,2019,1,NYA,AL,5,8,23,22,0,0,0,322,112,59,27,39,107,0.265,4.95,0,0,3,0,468,0,64,2,1,9 +sadleca02,2019,1,TBA,AL,0,0,9,0,0,0,0,58,16,4,2,5,11,0.219,1.86,0,0,1,0,79,8,5,0,0,2 +sadleca02,2019,2,LAN,NL,4,0,24,1,0,0,1,81,25,7,3,8,20,0.248,2.33,2,0,3,0,115,8,9,2,1,4 +sadzeco01,2019,1,SEA,AL,0,1,20,0,0,0,1,71,18,7,3,15,27,0.200,2.66,1,4,2,0,107,10,10,0,0,2 +salasfe01,2019,1,PHI,NL,0,0,3,0,0,0,0,8,8,2,1,0,3,0.533,6.75,0,0,0,0,15,2,2,0,0,1 +salazda01,2019,1,CLE,AL,0,1,1,1,0,0,0,12,4,2,2,3,2,0.286,4.50,0,0,0,0,17,0,2,0,0,2 +salech01,2019,1,BOS,AL,6,11,25,25,1,1,0,442,123,72,24,37,218,0.221,4.40,0,2,13,0,612,0,80,2,4,7 +samarje01,2019,1,SFN,NL,11,12,32,32,0,0,0,544,152,71,28,49,140,0.225,3.52,4,5,6,0,740,0,78,4,4,11 +sampsad01,2019,1,TEX,AL,6,8,35,15,1,0,0,376,156,82,29,36,101,0.302,5.89,1,4,9,1,563,4,86,0,2,12 +sanchaa01,2019,1,TOR,AL,3,14,23,23,0,0,0,338,131,76,15,59,99,0.290,6.07,2,7,10,0,524,0,82,0,3,8 +sanchaa01,2019,2,HOU,AL,2,0,4,4,0,0,0,56,14,10,5,9,16,0.200,4.82,0,0,1,0,81,0,10,0,1,1 +sanchan01,2019,1,WAS,NL,11,8,30,30,0,0,0,498,153,71,22,58,134,0.236,3.85,10,1,4,3,712,0,77,1,2,7 +sandopa01,2019,1,SFN,NL,0,0,1,0,0,0,0,3,0,0,0,0,0,0.000,0.00,0,0,1,0,3,1,0,0,0,1 +sandopa02,2019,1,LAA,AL,0,4,10,9,0,0,0,118,35,22,6,19,42,0.240,5.03,0,4,1,1,169,0,22,2,1,4 +santade01,2019,1,LAN,NL,0,0,3,0,0,0,0,15,6,4,1,4,6,0.300,7.20,0,1,2,0,27,1,4,0,1,0 +santaer01,2019,1,CHA,AL,0,2,3,3,0,0,0,40,19,14,6,6,5,0.339,9.45,0,1,0,0,64,0,14,0,2,1 +santihe01,2019,1,NYN,NL,1,0,8,0,0,0,0,24,10,6,1,5,6,0.303,6.75,0,0,0,0,38,6,6,0,0,0 +santihe01,2019,2,CHA,AL,0,1,11,2,0,0,0,77,32,19,7,17,34,0.299,6.66,0,0,0,0,125,5,20,0,1,2 +sborzjo01,2019,1,LAN,NL,0,1,7,0,0,0,0,27,10,8,2,4,7,0.286,8.00,0,0,0,0,40,6,8,0,1,1 +scherma01,2019,1,WAS,NL,11,7,27,27,0,0,0,517,144,56,18,33,243,0.222,2.92,2,0,7,0,693,0,59,0,2,7 +schlibr01,2019,1,OAK,AL,0,0,6,0,0,0,0,29,12,4,0,4,6,0.324,3.72,0,1,0,0,41,3,4,0,0,4 +schrejo01,2019,1,DET,AL,2,0,13,0,0,0,0,39,16,9,3,4,19,0.296,6.23,0,1,1,0,59,3,9,0,0,1 +schulja02,2019,1,LAN,NL,0,0,4,0,0,0,0,15,6,4,1,3,3,0.316,7.20,0,0,0,0,22,3,4,0,0,2 +scottro02,2019,1,ARI,NL,1,0,11,0,0,0,0,22,8,4,1,7,9,0.276,4.91,0,0,0,0,37,1,4,1,0,0 +scottta01,2019,1,BAL,AL,1,1,28,0,0,0,0,79,28,14,4,19,37,0.277,4.78,2,2,2,0,122,5,17,0,0,4 +scottta02,2019,1,SEA,AL,0,0,5,2,0,0,0,23,11,8,1,6,7,0.333,9.39,0,0,2,0,41,1,10,0,0,2 +scottta02,2019,2,BAL,AL,0,0,8,0,0,0,0,26,20,18,5,5,7,0.444,18.69,0,2,2,0,52,5,18,0,0,1 +selmasa01,2019,1,SFN,NL,0,0,10,0,0,0,0,31,6,5,2,6,10,0.171,4.35,0,0,2,0,44,3,5,1,0,1 +senzaan01,2019,1,COL,NL,11,11,25,25,0,0,0,374,161,93,19,57,76,0.313,6.71,5,1,4,3,582,0,99,4,3,16 +severlu01,2019,1,NYA,AL,1,1,3,3,0,0,0,36,6,2,0,6,17,0.146,1.50,0,0,1,0,48,0,2,0,0,1 +sewalpa01,2019,1,NYN,NL,1,1,17,0,0,0,1,59,18,10,3,3,22,0.243,4.58,0,0,1,0,80,6,10,1,1,1 +shafeju01,2019,1,TOR,AL,2,1,34,0,0,0,1,119,41,17,6,25,39,0.265,3.86,4,1,1,0,182,11,19,1,0,3 +shawami01,2019,1,BOS,AL,0,0,14,0,0,0,0,61,26,22,5,13,29,0.310,9.74,0,1,5,0,103,4,22,0,1,1 +shawbr01,2019,1,COL,NL,3,2,70,0,0,0,1,216,69,43,12,29,58,0.251,5.38,1,1,5,0,311,18,44,1,1,6 +sheffju01,2019,1,SEA,AL,0,1,8,7,0,0,0,108,44,22,5,18,37,0.303,5.50,0,3,3,0,168,0,22,1,0,5 +shephch01,2019,1,BAL,AL,0,0,5,3,0,0,0,57,23,14,5,6,17,0.303,6.63,0,2,2,0,84,1,15,0,0,1 +sherfji01,2019,1,ARI,NL,1,0,17,0,0,0,1,55,23,12,4,5,22,0.303,5.89,0,0,1,1,83,4,12,1,0,0 +shoemma01,2019,1,TOR,AL,3,0,5,5,0,0,0,86,16,5,3,9,24,0.163,1.57,0,1,1,0,108,0,7,0,0,2 +shrevch01,2019,1,SLN,NL,1,0,3,0,0,0,0,6,2,2,0,1,2,0.250,9.00,0,0,1,0,10,0,2,0,0,0 +shuckja01,2019,1,PIT,NL,0,0,1,0,0,0,0,3,1,0,0,1,0,0.250,0.00,0,0,0,0,5,1,0,0,0,0 +simslu01,2019,1,CIN,NL,2,1,24,4,0,0,0,129,31,22,8,19,57,0.201,4.60,0,1,2,0,177,2,22,1,1,1 +sippto01,2019,1,WAS,NL,1,2,36,0,0,0,0,63,19,11,1,9,18,0.241,4.71,0,1,1,0,92,7,12,0,3,0 +skaggty01,2019,1,LAA,AL,7,7,15,15,0,0,0,239,73,38,9,28,78,0.242,4.29,0,2,2,2,335,0,41,1,2,6 +skogler01,2019,1,KCA,AL,0,3,6,4,0,0,0,63,30,21,5,9,4,0.337,9.00,0,0,1,0,101,0,21,0,2,2 +slegeaa01,2019,1,TBA,AL,0,0,1,0,0,0,1,9,3,1,1,0,0,0.273,3.00,0,0,1,0,12,1,1,0,0,1 +smeltde01,2019,1,MIN,AL,2,2,11,6,0,0,1,147,50,21,8,12,38,0.265,3.86,0,1,1,1,202,2,23,0,0,4 +smithbu03,2019,1,MIL,NL,0,1,7,0,0,0,0,38,16,11,3,10,14,0.296,7.82,2,1,1,0,65,4,11,0,0,0 +smithbu03,2019,2,SFN,NL,0,0,10,0,0,0,0,26,10,2,0,4,6,0.278,2.08,0,0,0,0,41,2,3,1,0,1 +smithca03,2019,1,MIA,NL,10,11,28,28,0,0,0,460,128,77,33,60,168,0.223,4.52,2,6,6,1,646,0,82,2,5,5 +smithjo05,2019,1,HOU,AL,1,0,28,0,0,0,0,75,19,5,2,5,22,0.209,1.80,0,0,0,0,96,4,6,0,0,3 +smithjo07,2019,1,BOS,AL,0,3,18,2,0,0,1,93,36,20,10,8,29,0.281,5.81,1,0,3,0,139,13,22,0,0,0 +smithjo08,2019,1,CLE,AL,0,0,8,0,0,0,0,25,8,5,0,8,12,0.242,5.40,1,0,2,0,43,3,5,0,0,0 +smithjo08,2019,2,MIA,NL,0,0,6,0,0,0,0,13,3,4,0,3,2,0.188,8.31,1,0,1,0,21,3,4,0,1,0 +smithwi04,2019,1,SFN,NL,6,0,63,0,0,0,34,196,46,20,10,21,96,0.196,2.76,2,3,0,0,257,52,20,0,1,7 +smylydr01,2019,1,TEX,AL,1,5,13,9,0,0,1,154,64,48,19,34,52,0.299,8.42,0,5,1,0,251,1,49,0,2,1 +smylydr01,2019,2,PHI,NL,3,2,12,12,0,0,0,188,62,31,13,21,68,0.259,4.45,0,2,1,0,263,0,34,2,0,4 +sneedcy01,2019,1,HOU,AL,0,1,8,0,0,0,0,64,26,13,5,5,23,0.299,5.48,0,0,0,0,93,4,13,1,0,1 +snellbl01,2019,1,TBA,AL,6,8,23,23,0,0,0,321,96,51,14,40,147,0.241,4.29,1,11,1,1,441,0,53,0,1,4 +sobotch01,2019,1,ATL,NL,0,0,32,0,0,0,0,87,28,20,6,19,38,0.250,6.21,0,3,3,1,134,5,22,0,0,6 +soriajo01,2019,1,OAK,AL,2,4,71,1,0,0,1,207,51,33,9,20,79,0.202,4.30,1,5,3,1,278,21,33,1,2,5 +sorokmi01,2019,1,ATL,NL,13,4,29,29,0,0,0,524,153,52,14,41,142,0.236,2.68,1,3,7,0,701,0,56,3,2,23 +sotogr01,2019,1,DET,AL,0,5,33,7,0,0,0,173,74,37,9,33,45,0.308,5.77,1,5,0,0,276,9,39,0,3,7 +sparkgl01,2019,1,KCA,AL,4,11,31,23,1,1,0,408,164,91,30,41,81,0.296,6.02,1,6,6,2,606,2,96,1,4,8 +speiega01,2019,1,KCA,AL,0,0,9,0,0,0,0,22,5,6,2,6,10,0.185,7.36,0,1,0,0,33,1,6,0,0,0 +sprinje01,2019,1,TEX,AL,4,1,25,0,0,0,0,97,38,23,4,23,32,0.295,6.40,0,0,0,0,155,7,23,0,2,3 +stallja01,2019,1,PIT,NL,0,0,1,0,0,0,0,3,0,0,0,0,0,0.000,0.00,0,0,0,0,3,1,0,0,0,0 +stammcr01,2019,1,SDN,NL,8,7,76,0,0,0,4,246,80,30,13,15,73,0.251,3.29,2,0,2,0,339,12,36,0,3,5 +stanery01,2019,1,TBA,AL,0,2,41,27,0,0,0,167,44,21,7,20,61,0.214,3.40,1,2,0,0,228,3,24,0,2,2 +stanery01,2019,2,MIA,NL,0,2,22,0,0,0,1,64,17,13,4,19,28,0.215,5.48,2,3,0,0,99,9,15,0,1,0 +stashco01,2019,1,MIN,AL,0,1,18,1,0,0,0,75,29,9,3,1,25,0.287,3.24,0,0,1,0,104,4,9,0,1,2 +stassma01,2019,1,HOU,AL,0,0,1,0,0,0,0,1,0,0,0,0,0,0.000,0.00,0,0,0,0,1,1,0,0,0,0 +staumjo01,2019,1,KCA,AL,0,0,16,0,0,0,0,58,21,8,4,10,15,0.273,3.72,1,0,1,0,88,7,13,0,0,1 +steckdr01,2019,1,MIA,NL,0,2,15,0,0,0,0,43,9,10,6,5,14,0.173,6.28,0,0,1,0,58,4,10,0,0,0 +stephro01,2019,1,CIN,NL,3,2,57,0,0,0,0,194,43,27,9,24,81,0.182,3.76,4,3,0,0,262,16,30,0,1,2 +stewabr01,2019,1,LAN,NL,0,0,3,0,0,0,0,12,9,8,2,2,3,0.529,18.00,0,1,0,0,21,1,8,0,2,1 +stewabr01,2019,2,TOR,AL,4,0,10,0,0,0,0,65,28,20,9,6,16,0.304,8.31,0,1,3,0,103,0,21,0,2,1 +stewako01,2019,1,MIN,AL,2,2,9,2,0,0,0,76,29,18,5,8,10,0.290,6.39,0,6,1,0,109,5,18,0,0,5 +stjohlo01,2019,1,TEX,AL,0,0,7,0,0,0,0,20,7,4,0,4,5,0.241,5.40,0,0,0,0,33,4,4,0,0,0 +stockro01,2019,1,SDN,NL,1,0,10,0,0,0,0,32,14,12,2,8,15,0.298,10.13,0,4,1,0,56,4,14,0,0,0 +strahma01,2019,1,SDN,NL,6,11,46,16,0,0,0,344,121,60,22,22,118,0.267,4.71,4,3,7,1,487,4,61,4,1,7 +straida01,2019,1,BAL,AL,2,4,14,8,0,0,0,143,73,52,22,22,33,0.349,9.82,0,3,2,0,236,2,53,0,3,3 +strasst01,2019,1,WAS,NL,18,6,33,33,0,0,0,627,161,77,24,56,251,0.210,3.32,4,8,10,0,841,0,79,3,4,14 +stratch01,2019,1,LAA,AL,0,2,7,5,0,0,0,88,43,28,6,18,22,0.344,8.59,0,1,0,0,144,0,28,0,1,3 +stratch01,2019,2,PIT,NL,1,1,28,0,0,0,0,140,50,19,7,15,47,0.270,3.66,1,1,0,0,200,7,22,0,0,4 +strichu01,2019,1,SEA,AL,0,1,4,0,0,0,2,10,2,3,1,0,3,0.167,8.10,0,0,1,0,13,2,3,0,0,0 +strichu01,2019,2,WAS,NL,2,0,24,0,0,0,0,63,20,12,5,8,15,0.247,5.14,0,1,2,0,92,1,12,0,1,2 +stripro01,2019,1,LAN,NL,4,4,32,15,0,0,0,272,84,35,11,20,93,0.244,3.47,0,4,2,0,370,4,40,0,4,5 +stromma01,2019,1,TOR,AL,6,11,21,21,0,0,0,374,118,41,10,35,99,0.248,2.96,0,4,0,0,513,0,50,0,1,12 +stromma01,2019,2,NYN,NL,4,2,11,11,0,0,0,179,65,25,8,23,60,0.277,3.77,1,3,1,0,261,0,27,1,1,5 +stroppe01,2019,1,CHN,NL,2,5,50,0,0,0,10,125,33,23,6,20,49,0.217,4.97,1,4,5,0,178,27,24,0,1,4 +stumpda01,2019,1,DET,AL,1,1,48,0,0,0,0,87,35,14,5,15,28,0.302,4.34,1,0,0,0,135,5,18,1,3,1 +suarean01,2019,1,SFN,NL,0,2,21,2,0,0,0,98,39,21,7,14,25,0.302,5.79,2,2,1,0,148,4,23,0,4,4 +suarejo01,2019,1,LAA,AL,2,6,19,15,0,0,0,243,100,64,23,33,72,0.304,7.11,1,5,10,1,375,0,67,1,2,8 +suarera01,2019,1,PHI,NL,6,1,37,0,0,0,0,146,52,17,6,12,42,0.278,3.14,2,1,1,1,205,8,18,3,2,6 +sucreje01,2019,1,BAL,AL,0,0,1,0,0,0,0,3,0,0,0,0,0,0.000,0.00,0,0,0,0,3,1,0,0,0,0 +suerowa01,2019,1,WAS,NL,6,9,78,0,0,0,1,214,64,36,5,26,81,0.242,4.54,3,2,3,1,296,10,36,0,3,5 +sulseco01,2019,1,TBA,AL,0,0,7,0,0,0,0,22,5,0,0,3,9,0.192,0.00,0,0,0,0,29,4,0,0,0,0 +suterbr01,2019,1,MIL,NL,4,0,9,0,0,0,0,55,10,1,1,1,15,0.156,0.49,0,0,0,0,65,0,1,0,0,1 +swanser01,2019,1,SEA,AL,1,5,27,8,0,0,2,174,56,37,17,12,52,0.243,5.74,1,2,2,0,245,7,41,0,1,3 +swarzan01,2019,1,SEA,AL,2,2,15,0,0,0,3,41,14,8,6,8,17,0.250,5.27,1,1,0,0,64,7,11,0,0,0 +swarzan01,2019,2,ATL,NL,1,2,44,0,0,0,1,119,38,19,6,19,35,0.252,4.31,2,1,0,0,170,1,19,0,0,5 +syndeno01,2019,1,NYN,NL,10,8,32,32,1,1,0,593,194,94,24,50,202,0.256,4.28,2,4,6,0,825,0,101,3,8,14 +taillja01,2019,1,PIT,NL,2,3,7,7,1,0,0,112,34,17,4,8,30,0.231,4.10,1,1,2,0,158,0,24,0,1,2 +tanakma01,2019,1,NYA,AL,11,9,32,31,1,1,0,546,186,90,28,40,149,0.261,4.45,0,7,2,0,759,0,95,0,4,15 +tarplst01,2019,1,NYA,AL,1,0,21,1,0,0,2,74,34,19,6,15,34,0.330,6.93,1,5,2,1,120,3,20,0,0,1 +tatedi01,2019,1,BAL,AL,0,2,16,0,0,0,0,63,18,15,3,9,20,0.231,6.43,0,2,5,0,93,5,15,0,1,2 +taylojo02,2019,1,BOS,AL,2,2,52,1,0,0,0,142,40,16,5,16,62,0.229,3.04,1,3,2,0,194,8,17,0,1,3 +teherju01,2019,1,ATL,NL,10,11,33,33,0,0,0,524,148,74,22,83,162,0.229,3.81,3,5,14,1,754,0,81,6,5,12 +teperry01,2019,1,TOR,AL,0,2,23,1,0,0,0,65,20,12,5,8,14,0.250,4.98,2,2,0,0,91,7,12,1,2,2 +thorntr01,2019,1,TOR,AL,6,9,32,29,0,0,0,463,156,83,24,61,149,0.259,4.84,0,5,5,0,677,0,87,1,7,9 +thornty01,2019,1,BOS,AL,0,0,16,0,0,0,0,56,21,16,4,10,22,0.280,7.71,0,1,1,0,86,4,16,0,0,1 +thorple01,2019,1,MIN,AL,3,2,12,2,0,0,0,83,38,19,3,10,31,0.336,6.18,0,3,0,0,124,3,19,0,1,5 +tinocje01,2019,1,COL,NL,0,3,24,0,0,0,1,108,36,19,12,22,28,0.263,4.75,1,1,1,0,161,3,23,0,1,3 +tomlijo01,2019,1,ATL,NL,2,1,51,1,0,0,2,238,82,33,14,7,51,0.267,3.74,0,2,0,0,320,21,35,4,2,7 +torreca01,2019,1,DET,AL,0,0,4,0,0,0,0,18,9,5,2,1,8,0.333,7.50,0,1,1,0,29,1,5,0,0,0 +toussto01,2019,1,ATL,NL,4,0,24,1,0,0,0,125,44,26,5,26,45,0.270,5.62,2,6,7,0,198,3,28,2,0,3 +treinbl01,2019,1,OAK,AL,6,5,57,0,0,0,16,176,58,32,9,37,59,0.257,4.91,1,1,1,0,266,35,33,1,1,6 +trivilo01,2019,1,OAK,AL,4,6,61,0,0,0,0,180,61,35,7,31,57,0.265,5.25,2,7,3,0,269,10,40,2,3,4 +tropeni01,2019,1,LAA,AL,0,1,3,1,0,0,0,41,18,15,6,6,10,0.316,9.88,0,0,2,0,66,0,15,0,1,1 +tuivasa01,2019,1,SEA,AL,1,0,23,2,0,0,0,69,13,6,1,11,27,0.163,2.35,0,1,2,0,94,3,6,0,1,1 +turnbsp01,2019,1,DET,AL,3,17,30,30,0,0,0,445,154,76,14,59,146,0.267,4.61,1,9,16,0,656,0,86,1,4,11 +underdu01,2019,1,CHN,NL,0,0,12,0,0,0,0,35,13,7,2,3,13,0.277,5.40,0,1,1,0,51,1,7,0,0,1 +urenajo01,2019,1,MIA,NL,4,10,24,13,0,0,3,254,99,49,13,26,62,0.293,5.21,3,2,2,0,369,8,53,1,2,11 +urenari01,2019,1,TOR,AL,0,0,1,0,0,0,0,3,4,4,1,1,0,0.571,36.00,0,0,0,0,8,1,4,0,0,0 +uriasju01,2019,1,LAN,NL,4,3,37,8,0,0,4,239,59,22,7,27,85,0.201,2.49,1,2,5,1,326,7,28,0,1,5 +urquijo01,2019,1,HOU,AL,2,1,9,7,0,0,0,123,38,18,6,7,40,0.241,3.95,0,4,0,0,167,0,18,2,0,3 +valdefr01,2019,1,HOU,AL,4,7,26,8,0,0,0,212,74,46,9,44,68,0.267,5.86,0,4,4,1,329,7,51,0,4,5 +valdeph01,2019,1,TEX,AL,0,0,11,0,0,0,0,48,17,7,3,9,18,0.270,3.94,0,1,2,0,75,2,7,0,1,2 +vargaja01,2019,1,NYN,NL,6,5,19,18,1,1,0,283,81,42,14,39,81,0.228,4.01,2,3,1,0,400,1,45,2,3,11 +vargaja01,2019,2,PHI,NL,1,4,11,11,0,0,0,166,60,33,7,24,43,0.284,5.37,0,2,5,0,249,0,39,4,5,4 +vasquan02,2019,1,MIN,AL,0,0,1,0,0,0,0,0,0,3,0,2,0,,,0,0,1,0,3,0,3,0,0,0 +velasvi01,2019,1,PHI,NL,7,8,33,23,0,0,0,352,120,64,26,43,130,0.262,4.91,2,5,9,0,516,2,69,3,3,7 +velazhe01,2019,1,BOS,AL,1,4,34,8,0,0,0,169,58,34,7,28,49,0.275,5.43,0,2,3,0,247,11,40,1,3,6 +vendipa01,2019,1,SFN,NL,0,0,2,0,0,0,0,10,4,6,1,2,2,0.286,16.20,0,0,3,0,19,0,6,0,0,0 +ventejo01,2019,1,ATL,NL,0,0,9,0,0,0,1,14,9,9,3,8,7,0.391,17.36,0,0,0,0,31,2,13,0,0,1 +ventejo01,2019,2,WAS,NL,0,1,3,0,0,0,0,10,3,2,0,2,5,0.214,5.40,1,0,2,0,18,1,3,0,0,0 +verhadr01,2019,1,DET,AL,4,3,22,4,0,0,0,174,70,38,9,23,51,0.304,5.90,1,3,4,0,258,3,40,0,1,10 +verlaju01,2019,1,HOU,AL,21,6,34,34,2,1,0,669,137,64,36,42,300,0.172,2.58,0,4,6,0,847,0,66,0,2,7 +vieirth01,2019,1,CHA,AL,1,0,6,0,0,0,0,21,11,7,0,5,8,0.344,9.00,0,0,0,0,37,2,8,0,0,1 +vinceni01,2019,1,SFN,NL,0,2,18,1,0,0,0,92,36,19,7,8,30,0.286,5.58,2,0,3,1,138,4,20,0,1,2 +vinceni01,2019,2,PHI,NL,1,2,14,0,0,0,0,42,11,3,1,4,17,0.220,1.93,1,0,1,0,56,4,3,0,1,1 +vizcaar01,2019,1,ATL,NL,1,0,4,0,0,0,1,12,3,1,1,3,6,0.214,2.25,0,0,0,0,17,4,1,0,0,0 +volqued01,2019,1,TEX,AL,0,1,11,4,0,0,0,48,20,12,3,12,10,0.317,6.75,0,3,0,0,75,1,12,0,0,5 +vothau01,2019,1,WAS,NL,2,1,9,8,0,0,0,131,33,16,5,13,44,0.213,3.30,2,0,3,0,174,0,16,1,2,1 +wachami01,2019,1,SLN,NL,6,7,29,24,0,0,0,380,143,67,26,55,104,0.290,4.76,4,2,3,0,562,0,71,6,5,15 +wagueja01,2019,1,TOR,AL,5,5,16,13,0,0,0,234,75,38,12,29,63,0.249,4.38,0,2,5,0,335,0,43,0,0,7 +wainwad01,2019,1,SLN,NL,14,10,31,31,0,0,0,515,181,80,22,64,153,0.273,4.19,7,2,8,0,745,0,83,6,5,13 +waldema01,2019,1,BOS,AL,9,2,70,0,0,0,2,234,61,33,6,32,76,0.213,3.81,1,6,5,1,327,8,38,1,2,6 +walkeje02,2019,1,ATL,NL,0,0,6,0,0,0,0,28,9,2,0,4,6,0.265,1.93,0,0,0,0,38,3,2,0,0,2 +walketa01,2019,1,ARI,NL,0,0,1,1,0,0,0,3,1,0,0,0,1,0.250,0.00,0,0,0,0,4,0,0,0,0,0 +walshja01,2019,1,LAA,AL,0,0,5,0,0,0,0,15,3,1,0,6,5,0.176,1.80,0,0,0,0,23,5,1,0,0,1 +wangwe01,2019,1,OAK,AL,1,0,20,0,0,0,0,81,22,10,4,11,16,0.227,3.33,0,0,1,1,110,5,10,0,1,3 +wangwe01,2019,2,PIT,NL,2,0,5,0,0,0,0,12,5,3,0,3,2,0.313,6.75,0,0,0,0,19,1,3,0,0,0 +warread01,2019,1,SDN,NL,4,1,25,0,0,0,0,86,28,17,9,12,25,0.257,5.34,0,3,1,0,124,9,18,2,0,0 +warrear01,2019,1,SEA,AL,1,0,6,0,0,0,0,16,2,0,0,2,5,0.105,0.00,0,1,0,0,21,2,0,0,0,0 +watsoto01,2019,1,SFN,NL,2,2,60,0,0,0,0,162,56,25,9,12,41,0.264,4.17,1,1,5,0,231,4,26,2,0,5 +weavelu01,2019,1,ARI,NL,4,3,12,12,0,0,0,193,55,21,6,14,69,0.227,2.94,1,0,3,0,260,0,22,0,1,4 +webbja01,2019,1,ATL,NL,4,0,36,0,0,0,2,97,24,5,4,12,28,0.205,1.39,0,3,1,0,131,12,10,1,0,3 +webblo01,2019,1,SFN,NL,2,3,8,8,0,0,0,119,44,23,5,14,37,0.278,5.22,0,4,1,0,174,0,25,0,1,3 +webbty01,2019,1,SLN,NL,2,1,65,0,0,0,1,165,33,23,7,23,48,0.172,3.76,3,2,2,0,221,11,23,2,2,2 +weberry01,2019,1,BOS,AL,2,4,18,3,0,0,0,122,48,23,5,8,29,0.284,5.09,0,2,3,0,181,8,25,1,0,0 +webstal01,2019,1,CHN,NL,0,0,12,0,0,0,1,33,14,6,2,5,9,0.304,4.91,2,3,1,0,52,6,7,0,0,1 +wendejb01,2019,1,OAK,AL,3,1,27,0,0,0,0,98,21,13,2,9,34,0.178,3.58,2,2,2,0,131,4,14,1,1,0 +wheelza01,2019,1,NYN,NL,11,8,31,31,0,0,0,586,196,86,22,50,195,0.258,3.96,4,5,2,0,828,0,93,8,7,13 +whitety01,2019,1,HOU,AL,0,0,4,0,0,0,0,10,7,8,4,5,2,0.438,21.60,0,0,0,0,22,3,8,0,1,0 +wickro01,2019,1,CHN,NL,2,0,31,0,0,0,2,100,22,9,0,16,35,0.183,2.43,1,0,3,0,140,7,13,1,0,3 +wieckbr01,2019,1,SDN,NL,0,1,30,0,0,0,0,74,26,18,7,9,31,0.263,6.57,0,0,1,0,110,3,19,0,1,1 +wieckbr01,2019,2,CHN,NL,2,1,14,0,0,0,0,30,2,4,1,4,18,0.063,3.60,0,1,2,0,38,2,4,0,0,0 +wilkeaa01,2019,1,MIL,NL,0,0,8,0,0,0,0,48,25,13,4,9,11,0.357,7.31,1,0,0,0,80,5,13,0,1,1 +wilkest01,2019,1,BAL,AL,0,0,4,0,0,0,1,16,6,4,2,0,1,0.273,6.75,0,0,0,0,22,4,4,0,0,0 +williau01,2019,1,WAS,NL,0,0,2,0,0,0,0,1,5,6,2,1,1,0.833,162.00,0,0,0,0,7,0,6,0,0,0 +willide03,2019,1,MIL,NL,0,0,13,0,0,0,0,41,18,6,2,6,14,0.310,3.95,0,1,2,0,67,1,9,1,0,1 +willita01,2019,1,MIL,NL,1,1,10,0,0,0,0,44,22,16,1,7,15,0.344,9.82,2,1,2,0,73,4,17,0,0,1 +willitr01,2019,1,PIT,NL,7,9,26,26,0,0,0,437,162,87,27,44,113,0.284,5.38,3,2,7,0,636,0,93,6,8,15 +wilsoal01,2019,1,MIL,NL,1,1,13,0,0,0,1,34,15,12,3,9,13,0.313,9.53,2,2,0,0,57,4,12,0,0,0 +wilsobr02,2019,1,ATL,NL,1,1,6,4,0,0,0,60,26,16,5,10,16,0.321,7.20,1,1,0,0,93,1,18,2,0,1 +wilsoju10,2019,1,NYN,NL,4,2,45,0,0,0,4,117,33,11,4,19,44,0.228,2.54,1,4,2,1,166,9,12,0,0,4 +wingetr01,2019,1,SDN,NL,1,3,51,1,0,0,1,153,34,32,5,28,72,0.187,5.65,0,4,5,0,218,8,32,1,2,3 +winklda01,2019,1,ATL,NL,3,1,27,0,0,0,0,65,18,12,5,11,22,0.222,4.98,0,1,1,0,93,4,14,0,0,2 +wislema01,2019,1,SDN,NL,2,2,21,0,0,0,0,87,34,17,5,10,34,0.291,5.28,0,3,0,1,129,5,17,1,1,2 +wislema01,2019,2,SEA,AL,1,2,23,8,0,0,0,67,22,15,5,6,29,0.247,6.04,0,0,0,0,95,2,17,0,0,0 +wittgni01,2019,1,CLE,AL,5,1,55,0,0,0,4,173,47,18,10,15,60,0.218,2.81,1,0,0,0,231,13,22,0,0,3 +wojcias01,2019,1,BAL,AL,4,8,17,16,0,0,0,247,80,45,17,28,80,0.248,4.92,0,3,9,0,361,0,46,1,0,1 +woodal02,2019,1,CIN,NL,1,3,7,7,0,0,0,107,41,23,11,9,30,0.291,5.80,0,0,1,0,153,0,25,2,0,4 +woodhu01,2019,1,TBA,AL,1,1,19,2,0,0,1,87,26,8,4,7,24,0.236,2.48,1,1,1,0,120,4,11,0,1,4 +woodhu01,2019,2,CLE,AL,0,0,17,0,0,0,0,49,20,7,3,5,15,0.286,3.86,0,4,0,0,75,5,9,0,0,0 +woodrbr01,2019,1,MIL,NL,11,3,22,22,0,0,0,365,109,49,12,30,143,0.240,3.62,0,1,5,1,493,0,49,2,2,12 +workmbr01,2019,1,BOS,AL,10,1,73,0,0,0,16,215,29,15,1,45,104,0.123,1.88,4,4,2,1,286,30,18,1,3,4 +wothema01,2019,1,BAL,AL,0,0,2,0,0,0,0,14,10,8,2,2,2,0.435,15.43,0,0,1,0,26,1,8,0,0,0 +wrighky01,2019,1,ATL,NL,0,3,7,4,0,0,0,59,24,19,4,13,18,0.304,8.69,1,2,1,0,93,2,19,0,0,3 +wrighmi01,2019,1,BAL,AL,0,1,10,0,0,0,1,40,20,14,5,7,14,0.351,9.45,0,1,1,0,66,4,14,0,1,1 +wrighmi01,2019,2,SEA,AL,0,0,9,0,0,0,0,48,24,12,1,5,16,0.324,6.75,1,1,1,0,81,5,16,0,1,1 +wrighst01,2019,1,BOS,AL,0,1,6,0,0,0,0,19,11,6,3,4,5,0.407,8.53,0,0,1,0,33,3,6,0,1,2 +yacabji01,2019,1,BAL,AL,1,2,29,4,0,0,0,123,51,31,9,24,33,0.307,6.80,0,4,2,0,193,6,32,0,1,5 +yamamjo01,2019,1,MIA,NL,4,5,15,15,0,0,0,236,54,39,11,36,82,0.191,4.46,1,5,5,0,325,0,42,0,2,5 +yarbrry01,2019,1,TBA,AL,11,6,28,14,0,0,0,425,121,65,15,20,117,0.228,4.13,2,0,9,1,563,1,69,0,3,14 +yardler01,2019,1,SDN,NL,0,1,10,0,0,0,0,35,12,3,1,3,7,0.261,2.31,0,0,1,0,52,2,5,2,0,2 +yateski01,2019,1,SDN,NL,0,5,60,0,0,0,41,182,41,8,2,13,101,0.186,1.19,1,2,7,0,243,51,14,1,1,4 +ynoaga01,2019,1,BAL,AL,1,10,36,13,0,0,0,332,126,69,29,26,67,0.280,5.61,1,4,3,1,480,3,77,0,1,15 +ynoahu01,2019,1,ATL,NL,0,0,2,0,0,0,0,9,6,6,1,1,3,0.400,18.00,0,0,0,0,16,1,6,0,0,0 +youngal01,2019,1,ARI,NL,7,5,17,15,0,0,0,250,72,33,14,27,71,0.229,3.56,4,2,4,0,349,0,40,3,0,5 +zamorda01,2019,1,NYN,NL,0,1,17,0,0,0,0,26,10,5,1,5,8,0.294,5.19,1,0,1,0,41,3,5,0,1,0 +zeuchtj01,2019,1,TOR,AL,1,2,5,3,0,0,0,68,22,12,2,11,20,0.250,4.76,0,2,0,0,99,0,13,0,0,1 +zimmejo02,2019,1,DET,AL,1,13,23,23,0,0,0,336,145,86,19,25,82,0.311,6.91,2,3,6,0,504,0,89,3,4,5 +zimmeky01,2019,1,KCA,AL,0,1,15,0,0,0,0,55,28,22,2,19,18,0.337,10.80,0,2,0,0,102,3,22,0,0,1 +zobribe01,2019,1,CHN,NL,0,0,1,0,0,0,0,3,0,0,0,2,1,0.000,0.00,0,0,0,0,5,1,0,0,0,0 +abreual01,2020,1,NYA,AL,0,1,2,0,0,0,0,4,4,3,1,2,2,0.500,20.25,0,0,1,0,11,1,4,0,0,0 +abreubr01,2020,1,HOU,AL,0,0,4,0,0,0,0,10,1,1,0,7,3,0.091,2.70,0,0,2,0,20,1,2,0,0,0 +adamja01,2020,1,CHN,NL,2,1,13,0,0,0,0,41,9,5,2,8,21,0.180,3.29,0,0,0,0,58,5,7,0,0,0 +adamsau02,2020,1,SDN,NL,0,0,3,0,0,0,0,12,3,2,1,2,7,0.200,4.50,0,1,0,0,17,1,2,0,0,0 +adamsch01,2020,1,KCA,AL,0,0,6,0,0,0,0,26,15,9,1,0,6,0.375,9.35,0,2,0,0,40,1,9,0,0,0 +adriaeh01,2020,1,MIN,AL,0,0,1,0,0,0,0,3,1,1,1,0,0,0.250,9.00,0,0,1,0,5,1,1,0,0,0 +akinke01,2020,1,BAL,AL,1,2,8,6,0,0,0,77,27,13,3,10,35,0.262,4.56,0,0,1,1,116,0,17,0,2,0 +alcaljo01,2020,1,MIN,AL,2,1,16,0,0,0,0,72,21,7,3,8,27,0.244,2.63,0,1,0,0,94,8,8,0,0,2 +alcansa01,2020,1,MIA,NL,3,2,7,7,0,0,0,126,35,14,4,15,39,0.226,3.00,0,1,1,1,172,0,22,1,0,6 +alexasc01,2020,1,LAN,NL,2,0,13,0,0,0,0,37,9,4,2,9,9,0.214,2.92,1,0,0,0,52,1,6,1,0,4 +alexaty01,2020,1,DET,AL,2,3,14,2,0,0,0,109,39,16,8,9,34,0.283,3.96,0,0,4,0,152,0,16,0,1,4 +allarko01,2020,1,TEX,AL,0,6,11,8,0,0,0,101,31,29,4,20,32,0.238,7.75,0,1,1,0,152,2,29,0,1,1 +allenlo01,2020,1,CLE,AL,0,0,3,0,0,0,0,32,12,4,1,7,7,0.293,3.38,0,1,1,0,49,2,4,0,0,3 +almonye01,2020,1,COL,NL,3,0,24,0,0,0,1,83,25,9,2,6,23,0.243,2.93,0,0,3,0,113,4,13,0,1,4 +altavda01,2020,1,SEA,AL,1,2,13,0,0,0,1,35,12,10,3,7,14,0.255,7.71,0,0,0,0,54,5,11,0,0,0 +altavda01,2020,2,SDN,NL,1,1,9,0,0,0,0,26,6,3,0,5,10,0.200,3.12,0,2,0,0,35,2,3,0,0,2 +alvarjo02,2020,1,PHI,NL,0,0,8,0,0,0,0,19,7,1,0,3,6,0.292,1.42,0,0,0,0,27,1,1,0,0,0 +alvarjo03,2020,1,TBA,AL,0,0,9,0,0,0,0,27,9,6,2,6,13,0.250,6.00,0,3,2,0,45,3,7,0,1,1 +alzolad01,2020,1,CHN,NL,1,1,6,4,0,0,0,64,12,7,1,13,29,0.169,2.95,0,1,1,0,87,0,8,0,2,2 +anderbr04,2020,1,MIL,NL,4,4,10,10,0,0,0,141,50,22,6,10,32,0.270,4.21,0,0,4,0,202,0,24,0,3,5 +anderch01,2020,1,TOR,AL,1,2,10,7,0,0,0,101,45,27,11,10,38,0.315,7.22,0,1,1,0,154,0,29,0,0,2 +anderdr02,2020,1,CHA,AL,0,1,1,0,0,0,0,4,4,6,2,2,2,0.500,40.50,0,1,0,0,10,0,6,0,0,0 +anderia01,2020,1,ATL,NL,3,2,6,6,0,0,0,97,21,7,1,14,41,0.172,1.95,0,4,2,0,138,0,11,0,0,1 +anderni01,2020,1,TBA,AL,2,1,19,0,0,0,6,49,5,1,1,3,26,0.091,0.55,0,0,0,0,58,9,2,0,0,0 +andersh01,2020,1,SFN,NL,0,0,18,0,0,0,0,46,10,6,3,12,18,0.182,3.52,0,2,0,0,67,4,6,0,0,1 +anderty01,2020,1,SFN,NL,4,3,13,11,1,0,0,179,58,29,5,25,41,0.256,4.37,0,1,4,0,260,0,32,1,3,4 +andrima01,2020,1,LAA,AL,2,4,16,1,0,0,2,96,21,16,5,11,33,0.184,4.50,0,0,1,0,126,3,17,0,0,5 +antonte01,2020,1,CIN,NL,0,3,13,4,0,0,0,106,20,11,4,16,45,0.165,2.80,0,2,2,0,141,1,11,0,2,4 +arciaor01,2020,1,MIL,NL,0,0,2,0,0,0,0,6,4,4,1,1,0,0.444,18.00,0,0,0,0,11,2,4,0,1,0 +armstsh01,2020,1,BAL,AL,2,0,14,0,0,0,0,45,9,3,1,3,14,0.170,1.80,0,2,1,0,57,2,6,0,0,3 +arrieja01,2020,1,PHI,NL,4,4,9,9,0,0,0,133,51,25,6,16,32,0.298,5.08,0,4,1,0,190,0,25,0,2,9 +avilalu01,2020,1,NYA,AL,0,0,10,0,0,0,0,25,9,4,2,5,9,0.265,4.32,0,0,0,0,39,1,4,0,0,1 +bacusda01,2020,1,WAS,NL,0,0,11,0,0,0,0,34,14,10,1,9,7,0.298,7.94,0,0,0,0,57,3,10,0,1,1 +baezmi01,2020,1,SDN,NL,0,0,3,1,0,0,0,14,7,4,0,2,7,0.333,7.71,0,0,0,1,23,1,4,0,0,0 +baezpe01,2020,1,LAN,NL,0,0,18,0,0,0,2,51,10,6,2,7,13,0.159,3.18,0,0,0,0,70,2,8,0,0,0 +bailebr01,2020,1,HOU,AL,0,0,5,0,0,0,0,22,6,2,1,3,4,0.231,2.45,0,1,1,0,30,1,2,0,0,0 +baileho02,2020,1,MIN,AL,1,0,2,2,0,0,0,24,6,3,1,3,7,0.207,3.38,0,0,1,0,33,0,3,0,0,1 +bandaan01,2020,1,TBA,AL,1,0,4,0,0,0,1,21,10,8,1,5,4,0.345,10.29,0,0,2,0,36,3,9,0,0,3 +baragca01,2020,1,SFN,NL,5,1,24,1,0,0,0,67,17,10,3,5,19,0.210,4.03,0,1,1,0,88,2,10,0,1,1 +bardda01,2020,1,COL,NL,4,2,23,0,0,0,6,74,22,10,2,10,27,0.237,3.65,2,1,3,0,106,10,10,0,0,3 +bardlu01,2020,1,LAA,AL,0,0,6,0,0,0,0,16,7,4,2,0,7,0.304,6.75,0,0,0,1,23,3,4,0,0,0 +barlosc01,2020,1,KCA,AL,2,1,32,0,0,0,2,90,27,14,4,9,39,0.239,4.20,2,2,2,0,125,7,14,0,1,2 +barneja01,2020,1,LAA,AL,0,2,18,0,0,0,0,54,19,11,1,4,24,0.275,5.50,0,0,2,0,78,5,13,1,2,1 +barnema01,2020,1,BOS,AL,1,3,24,0,0,0,9,69,18,11,4,14,31,0.214,4.30,1,4,2,0,102,14,13,1,1,4 +barreaa01,2020,1,WAS,NL,0,0,2,0,0,0,0,5,2,2,0,2,1,0.333,10.80,1,0,1,0,9,0,2,0,0,1 +barrija01,2020,1,LAA,AL,1,0,7,5,0,0,0,97,27,13,3,9,27,0.223,3.62,1,0,1,0,132,2,13,0,1,0 +bashlty01,2020,1,PIT,NL,0,0,8,0,0,0,0,25,9,8,2,4,6,0.281,8.64,0,1,2,0,38,3,8,0,0,2 +bassan01,2020,1,TOR,AL,2,3,26,0,0,0,7,77,17,10,2,9,21,0.189,3.51,2,0,0,0,100,14,13,1,0,1 +bassich01,2020,1,OAK,AL,5,2,11,11,0,0,0,189,56,16,6,17,55,0.233,2.29,0,2,2,0,261,0,18,1,1,4 +bauertr01,2020,1,CIN,NL,5,4,11,11,2,2,0,219,41,14,9,17,100,0.159,1.73,1,3,3,0,278,0,17,0,0,3 +beaslje01,2020,1,ARI,NL,0,0,1,0,0,0,0,1,2,0,0,0,1,0.667,0.00,0,0,0,0,3,1,0,0,0,0 +bednada01,2020,1,SDN,NL,0,0,4,0,0,0,0,19,11,5,1,2,5,0.367,7.11,0,0,0,0,32,3,6,0,0,0 +bedroca01,2020,1,LAA,AL,0,0,11,0,0,0,0,44,10,4,0,6,11,0.196,2.45,0,1,0,0,58,3,4,0,1,0 +beeksja01,2020,1,TBA,AL,1,1,12,0,0,0,1,58,21,7,1,4,26,0.276,3.26,0,2,0,0,81,3,9,1,0,3 +bemboan01,2020,1,LAA,AL,0,0,1,0,0,0,0,3,0,0,0,1,0,0.000,0.00,0,0,0,0,4,1,0,0,0,0 +benjawe01,2020,1,TEX,AL,2,1,8,1,0,0,0,67,24,12,4,7,21,0.264,4.84,0,0,0,0,98,0,12,0,0,1 +bergetr01,2020,1,TOR,AL,0,0,1,0,0,0,0,5,1,0,0,1,3,0.200,0.00,0,0,0,0,6,0,0,0,0,0 +bergetr01,2020,2,ARI,NL,1,0,7,0,0,0,1,20,4,3,1,8,8,0.182,4.05,0,0,0,0,30,2,3,0,0,2 +berrijo01,2020,1,MIN,AL,5,4,12,12,0,0,0,189,57,28,8,26,68,0.238,4.00,0,5,3,0,271,0,28,0,2,3 +betande01,2020,1,NYN,NL,0,1,15,0,0,0,0,35,12,10,0,12,11,0.267,7.71,0,2,2,0,59,2,10,0,0,2 +biagijo01,2020,1,HOU,AL,0,0,4,0,0,0,0,13,10,10,1,4,4,0.435,20.77,0,1,0,0,27,0,10,0,0,0 +bickfph01,2020,1,MIL,NL,0,0,1,0,0,0,0,3,4,4,0,0,2,0.571,36.00,0,1,2,0,9,0,4,0,0,0 +biddlje01,2020,1,CIN,NL,0,0,1,0,0,0,0,2,1,0,0,1,1,0.333,0.00,0,0,0,0,4,0,0,0,0,0 +biebesh01,2020,1,CLE,AL,8,1,12,12,0,0,0,232,46,14,7,21,122,0.167,1.63,0,5,1,0,297,0,15,0,0,3 +bielabr01,2020,1,HOU,AL,3,3,12,6,0,0,0,96,39,24,9,17,26,0.305,6.75,0,0,2,0,148,3,26,1,0,5 +blackpa01,2020,1,OAK,AL,0,1,1,1,0,0,0,7,5,7,0,2,2,0.417,27.00,0,1,0,0,14,0,7,0,0,0 +blackra01,2020,1,MIL,NL,0,0,3,0,0,0,0,9,2,1,0,3,3,0.182,3.00,0,0,0,0,14,2,1,0,0,0 +bleieri01,2020,1,BAL,AL,0,0,2,0,0,0,0,9,1,0,0,0,4,0.100,0.00,0,1,1,0,11,0,0,0,0,0 +bleieri01,2020,2,MIA,NL,1,1,19,0,0,0,0,41,13,4,0,4,7,0.250,2.63,1,1,0,0,56,1,6,0,0,3 +blewesc01,2020,1,KCA,AL,0,0,2,0,0,0,0,9,6,2,0,1,4,0.400,6.00,0,0,0,0,16,1,2,0,0,0 +bolanro01,2020,1,KCA,AL,0,2,2,2,0,0,0,11,8,5,2,3,2,0.471,12.27,0,2,1,0,21,0,7,0,0,1 +borucry01,2020,1,TOR,AL,1,1,21,0,0,0,0,50,12,5,1,12,21,0.200,2.70,1,0,0,0,73,1,5,0,1,1 +bourqja01,2020,1,WAS,NL,1,0,6,0,0,0,0,12,3,3,1,5,1,0.214,6.75,0,1,0,0,19,3,3,0,0,1 +boxbebr01,2020,1,MIA,NL,1,0,23,0,0,0,0,54,17,6,3,8,18,0.246,3.00,0,0,1,0,79,0,7,0,1,2 +boydma01,2020,1,DET,AL,3,7,12,12,1,0,0,181,67,45,15,22,60,0.278,6.71,0,5,5,0,271,0,46,1,2,5 +brachbr01,2020,1,NYN,NL,1,0,14,0,0,0,0,37,8,8,2,14,14,0.186,5.84,0,2,1,0,58,5,8,0,0,1 +brachsi01,2020,1,ARI,NL,0,0,1,0,0,0,0,3,2,2,1,0,1,0.400,18.00,0,0,0,0,5,0,2,0,0,0 +bradlar01,2020,1,ARI,NL,1,0,10,0,0,0,6,32,13,5,0,3,12,0.317,4.22,0,0,1,0,45,9,5,0,0,3 +bradlar01,2020,2,CIN,NL,1,0,6,0,0,0,0,23,4,1,1,0,6,0.143,1.17,0,0,0,0,28,1,1,0,0,1 +brasiry01,2020,1,BOS,AL,1,0,25,1,0,0,0,75,24,11,2,11,30,0.245,3.96,1,1,0,2,110,1,12,0,1,1 +braulst01,2020,1,PIT,NL,1,3,11,10,1,0,0,128,29,16,2,22,38,0.195,3.38,0,3,5,0,178,0,17,0,2,7 +braymbe01,2020,1,WAS,NL,1,0,3,1,0,0,0,22,7,1,0,5,8,0.241,1.23,0,0,0,0,34,0,1,0,0,0 +brennbr01,2020,1,SEA,AL,0,0,5,0,0,0,0,22,7,3,2,5,7,0.250,3.68,1,0,0,0,33,0,3,0,0,1 +breweco01,2020,1,BOS,AL,0,3,11,4,0,0,0,77,31,16,6,14,25,0.290,5.61,0,1,1,0,122,1,17,0,0,1 +briceau01,2020,1,BOS,AL,1,0,21,1,0,0,0,59,17,13,3,13,25,0.236,5.95,0,1,2,0,87,2,13,0,0,2 +brighje01,2020,1,MIA,NL,0,0,1,0,0,0,0,3,2,1,0,0,0,0.400,9.00,0,0,0,0,5,0,1,0,0,0 +brittza01,2020,1,NYA,AL,1,2,20,0,0,0,8,57,12,4,0,7,16,0.174,1.89,0,4,0,0,76,10,6,0,0,0 +brogdco01,2020,1,PHI,NL,1,0,9,0,0,0,0,34,5,5,3,5,17,0.128,3.97,1,0,0,0,44,3,5,0,0,0 +brossmi01,2020,1,TBA,AL,0,0,1,0,0,0,0,1,0,0,0,0,1,0.000,0.00,0,0,0,0,1,1,0,0,0,0 +brothre01,2020,1,CHN,NL,0,0,3,0,0,0,0,10,2,3,2,3,8,0.167,8.10,0,0,0,1,15,0,3,0,0,0 +brubajt01,2020,1,PIT,NL,1,3,11,9,0,0,0,142,48,26,6,17,48,0.262,4.94,0,4,3,0,205,0,27,0,2,3 +bubickr01,2020,1,KCA,AL,1,6,10,10,0,0,0,150,52,24,8,22,49,0.263,4.32,1,0,2,0,222,0,29,0,0,6 +buchtry01,2020,1,LAA,AL,2,0,10,0,0,0,0,18,5,3,2,6,8,0.217,4.50,0,1,0,0,29,1,4,0,0,0 +buehlwa01,2020,1,LAN,NL,1,0,8,8,0,0,0,110,24,14,7,11,42,0.178,3.44,0,4,1,0,147,0,18,0,0,1 +bumgama01,2020,1,ARI,NL,1,4,9,9,0,0,0,125,47,30,13,13,30,0.276,6.48,2,0,6,0,190,0,31,0,1,3 +bummeaa01,2020,1,CHA,AL,1,0,9,0,0,0,0,28,5,1,0,5,14,0.152,0.96,0,0,0,0,38,1,1,0,0,1 +bundydy01,2020,1,LAA,AL,6,3,11,11,1,0,0,197,51,24,5,17,72,0.208,3.29,1,2,4,0,267,0,27,0,0,3 +burdini01,2020,1,PIT,NL,0,1,3,0,0,0,1,7,2,1,0,2,4,0.250,3.86,0,0,0,0,10,3,1,0,0,1 +burdiza01,2020,1,CHA,AL,0,1,8,0,0,0,0,22,11,9,4,3,11,0.324,11.05,0,1,0,0,37,0,11,0,0,0 +burneco01,2020,1,MIL,NL,4,1,12,9,0,0,0,179,37,14,2,24,88,0.174,2.11,0,5,3,0,240,2,15,0,0,2 +burrobe01,2020,1,DET,AL,0,0,5,0,0,0,0,20,8,4,3,1,3,0.286,5.40,0,0,1,0,30,1,4,0,0,0 +buterdr01,2020,1,COL,NL,0,0,1,0,0,0,0,5,3,1,0,0,1,0.375,5.40,0,0,0,0,8,1,1,0,0,0 +buttrty01,2020,1,LAA,AL,2,3,27,0,0,0,5,79,28,17,4,9,18,0.283,5.81,3,2,1,0,112,14,18,1,2,1 +cabrege01,2020,1,SLN,NL,4,1,19,0,0,0,1,67,10,6,3,16,32,0.132,2.42,0,3,4,0,96,1,9,0,0,2 +cahiltr01,2020,1,SFN,NL,1,2,11,6,0,0,0,75,16,9,3,14,31,0.184,3.24,0,1,2,0,106,2,10,1,2,0 +cannigr01,2020,1,LAA,AL,2,3,11,11,0,0,0,169,54,25,8,23,56,0.257,3.99,0,5,1,0,238,0,29,0,4,4 +carraca01,2020,1,CLE,AL,3,4,12,12,0,0,0,204,55,22,8,27,82,0.221,2.91,0,6,2,0,280,0,22,1,1,5 +carroco01,2020,1,BAL,AL,0,0,3,0,0,0,0,6,9,12,0,5,3,0.643,54.00,0,2,1,0,21,0,12,0,1,0 +castada01,2020,1,MIA,NL,1,2,7,6,0,0,0,89,30,10,3,11,12,0.263,3.03,0,1,0,0,126,0,12,0,1,3 +castehu01,2020,1,HOU,AL,0,1,8,0,0,0,0,32,12,8,2,5,12,0.273,6.75,0,0,2,0,51,4,8,0,0,0 +castery01,2020,1,COL,NL,1,4,10,9,0,0,0,130,37,28,12,26,25,0.236,5.82,0,1,5,0,189,0,30,0,1,4 +castidi01,2020,1,TBA,AL,3,0,22,0,0,0,4,65,12,4,3,11,23,0.156,1.66,0,0,1,0,89,5,4,0,0,1 +castilu02,2020,1,CIN,NL,4,6,12,12,1,0,0,210,62,25,5,24,89,0.233,3.21,0,1,1,0,292,0,31,0,1,5 +castran02,2020,1,DET,AL,0,0,1,0,0,0,0,3,1,2,1,1,1,0.250,18.00,0,0,0,0,5,1,2,0,0,0 +castrmi01,2020,1,BAL,AL,1,0,16,0,0,0,1,47,17,7,3,5,24,0.266,4.02,0,0,1,0,70,4,7,0,0,1 +castrmi01,2020,2,NYN,NL,1,2,10,0,0,0,0,27,11,4,1,8,14,0.297,4.00,0,0,0,0,45,1,5,0,0,1 +ceasedy01,2020,1,CHA,AL,5,4,12,12,0,0,0,175,50,26,12,34,44,0.234,4.01,1,1,5,0,255,0,30,0,1,10 +cederbl01,2020,1,PIT,NL,0,0,5,0,0,0,0,12,3,2,0,1,4,0.200,4.50,0,1,0,0,16,2,2,0,0,0 +cessalu01,2020,1,NYA,AL,0,0,16,0,0,0,1,65,20,8,2,7,17,0.235,3.32,0,1,0,1,93,6,10,0,0,0 +chacijh01,2020,1,ATL,NL,1,0,2,0,0,0,0,15,6,4,1,3,3,0.286,7.20,0,0,0,0,24,0,4,0,0,0 +chafian01,2020,1,ARI,NL,1,1,11,0,0,0,0,20,9,6,1,4,10,0.310,8.10,0,0,0,0,33,1,6,0,0,0 +chafian01,2020,2,CHN,NL,0,1,4,0,0,0,1,9,2,1,1,1,3,0.182,3.00,1,0,0,0,12,4,1,0,0,0 +chapmar01,2020,1,NYA,AL,1,1,13,0,0,0,3,35,6,4,2,4,22,0.150,3.09,0,0,1,1,45,8,4,0,0,0 +chatwty01,2020,1,CHN,NL,2,2,5,5,0,0,0,56,22,11,2,9,25,0.289,5.30,0,1,0,0,86,0,11,0,1,0 +chaveje01,2020,1,TEX,AL,0,0,18,0,0,0,0,51,20,13,6,7,13,0.303,6.88,0,0,1,0,77,5,13,0,3,1 +chiriyo01,2020,1,TBA,AL,0,0,3,3,0,0,0,34,14,3,2,4,10,0.304,2.38,0,0,2,0,52,0,4,0,0,1 +cimbead01,2020,1,CLE,AL,0,1,14,0,0,0,0,34,13,5,1,2,5,0.289,3.97,0,0,0,0,49,5,5,0,2,0 +cishest01,2020,1,CHA,AL,0,0,22,0,0,0,0,60,21,12,4,9,21,0.269,5.40,0,0,4,0,93,8,12,0,2,1 +cisnejo01,2020,1,DET,AL,3,3,29,0,0,0,0,89,23,10,1,10,34,0.209,3.03,0,0,3,0,123,2,10,0,0,1 +civalaa01,2020,1,CLE,AL,4,6,12,12,1,0,0,222,82,39,11,16,69,0.282,4.74,0,0,3,1,312,0,39,0,2,8 +clarkta01,2020,1,ARI,NL,3,0,12,5,0,0,0,130,35,21,8,21,40,0.217,4.36,2,0,0,0,183,2,23,0,1,4 +claudal01,2020,1,MIL,NL,0,0,20,0,0,0,1,57,18,9,2,6,15,0.243,4.26,0,2,1,0,81,7,10,0,0,2 +cleavga01,2020,1,PHI,NL,0,0,1,0,0,0,0,2,2,1,1,0,1,0.500,13.50,0,0,0,0,4,1,1,0,0,0 +clevimi01,2020,1,CLE,AL,1,1,4,4,0,0,0,68,20,8,5,11,21,0.247,3.18,0,0,0,0,93,0,8,0,0,2 +clevimi01,2020,2,SDN,NL,2,1,4,4,1,1,0,57,14,6,1,3,19,0.212,2.84,0,2,0,0,69,0,6,0,0,1 +clippty01,2020,1,MIN,AL,2,1,26,2,0,0,0,78,19,8,2,4,26,0.202,2.77,0,2,0,0,98,1,9,0,0,0 +cobbal01,2020,1,BAL,AL,2,5,10,10,0,0,0,157,52,25,8,18,38,0.252,4.30,0,1,2,0,226,0,27,0,0,6 +codyky01,2020,1,TEX,AL,1,1,8,5,0,0,0,68,15,4,1,13,18,0.190,1.59,0,3,0,0,92,3,5,0,0,3 +coleaj01,2020,1,TOR,AL,3,0,24,0,0,0,1,70,19,8,3,9,20,0.226,3.09,2,3,0,0,95,7,9,1,1,1 +colege01,2020,1,NYA,AL,7,3,12,12,2,1,0,219,53,23,14,17,94,0.197,2.84,0,2,2,0,288,0,27,0,0,3 +colined01,2020,1,MIN,AL,0,0,1,0,0,0,0,1,4,3,1,2,0,0.800,81.00,0,0,0,0,7,0,3,0,0,0 +colomal01,2020,1,CHA,AL,2,0,21,0,0,0,12,67,13,2,0,8,16,0.163,0.81,0,0,1,0,90,18,3,0,0,1 +coonrsa01,2020,1,SFN,NL,0,2,18,0,0,0,3,44,17,16,2,7,15,0.283,9.82,0,1,2,0,71,5,16,0,1,0 +corbipa01,2020,1,WAS,NL,2,7,11,11,0,0,0,197,85,34,10,18,60,0.308,4.66,1,1,0,1,295,0,35,0,1,7 +cordeji01,2020,1,CHA,AL,1,2,30,0,0,0,0,80,33,18,2,9,22,0.300,6.08,2,3,3,0,124,4,21,1,1,3 +cortene01,2020,1,SEA,AL,0,1,5,1,0,0,0,23,12,13,6,6,8,0.343,15.26,0,0,2,0,44,2,14,0,0,0 +couloda01,2020,1,MIN,AL,0,0,2,0,0,0,0,8,2,0,0,3,3,0.200,0.00,0,0,0,0,13,2,0,0,0,0 +coveydy01,2020,1,BOS,AL,0,0,8,0,0,0,0,42,18,11,2,2,11,0.310,7.07,0,1,0,0,60,2,11,0,0,1 +crichst01,2020,1,ARI,NL,2,2,26,0,0,0,5,78,22,7,1,9,23,0.229,2.42,4,2,4,0,109,8,7,0,0,5 +crickky01,2020,1,PIT,NL,0,1,7,0,0,0,0,17,7,1,0,4,7,0.280,1.59,0,0,0,0,29,2,6,0,0,0 +crismna01,2020,1,SLN,NL,0,0,6,0,0,0,0,25,6,3,2,1,8,0.200,3.24,1,0,0,0,31,6,3,0,0,1 +crochga01,2020,1,CHA,AL,0,0,5,0,0,0,0,18,3,0,0,0,8,0.143,0.00,0,0,1,0,22,1,0,0,0,0 +crowewi01,2020,1,WAS,NL,0,2,3,3,0,0,0,25,14,11,5,8,8,0.378,11.88,0,0,1,0,46,0,13,0,0,1 +cruzje01,2020,1,SLN,NL,0,0,1,0,0,0,0,3,3,2,0,1,2,0.600,18.00,0,0,0,0,7,0,2,0,1,0 +cuetojo01,2020,1,SFN,NL,2,3,12,12,0,0,0,190,61,38,9,26,56,0.248,5.40,0,1,3,2,277,0,41,0,2,5 +culbech01,2020,1,ATL,NL,0,0,1,0,0,0,0,1,0,0,0,0,0,0.000,0.00,0,0,0,0,1,1,0,0,0,0 +curtijo02,2020,1,TBA,AL,3,0,17,3,0,0,2,75,21,5,3,3,25,0.223,1.80,0,0,2,0,99,7,7,0,0,1 +darviyu01,2020,1,CHN,NL,8,3,12,12,0,0,0,228,59,17,5,14,93,0.211,2.01,1,3,2,0,297,0,18,0,0,7 +davidma02,2020,1,CIN,NL,0,0,3,0,0,0,0,10,4,2,1,2,1,0.308,5.40,0,0,0,0,15,3,2,0,0,1 +davidtu01,2020,1,ATL,NL,0,1,1,1,0,0,0,5,3,2,1,4,2,0.333,10.80,0,0,0,0,13,0,7,0,0,0 +davieza01,2020,1,SDN,NL,7,4,12,12,0,0,0,208,55,21,9,19,63,0.216,2.73,0,2,0,0,276,0,26,1,1,4 +davisau01,2020,1,PHI,NL,0,0,4,0,0,0,0,9,10,7,1,1,2,0.526,21.00,0,0,0,0,20,1,7,0,0,0 +davisau01,2020,2,PIT,NL,0,0,5,0,0,0,0,11,1,1,0,1,3,0.091,2.45,0,0,0,0,12,2,1,0,0,1 +daviswa01,2020,1,COL,NL,0,1,5,0,0,0,2,13,9,10,3,3,3,0.409,20.77,1,2,0,0,25,2,10,0,0,0 +daytogr01,2020,1,ATL,NL,2,1,18,0,0,0,0,82,22,7,4,11,32,0.214,2.30,1,0,1,0,117,5,9,1,1,0 +degroja01,2020,1,NYN,NL,4,2,12,12,0,0,0,204,47,18,7,18,104,0.190,2.38,0,4,0,0,268,0,21,0,2,1 +dejonch01,2020,1,HOU,AL,0,1,3,2,0,0,0,22,12,12,2,4,9,0.375,14.73,0,0,1,0,38,0,12,0,1,1 +deleojo03,2020,1,CIN,NL,0,0,5,0,0,0,0,18,6,12,1,11,10,0.250,18.00,2,0,0,0,35,2,12,0,0,0 +delpomi01,2020,1,PIT,NL,0,0,5,0,0,0,0,11,7,7,0,8,2,0.412,17.18,1,1,0,0,25,1,7,0,0,1 +demertr01,2020,1,DET,AL,0,0,1,0,0,0,0,3,4,4,2,0,0,0.571,36.00,0,0,0,0,7,1,4,0,0,0 +dermoma01,2020,1,CHN,NL,0,0,1,0,0,0,0,3,0,0,0,0,1,0.000,0.00,0,0,0,0,3,1,0,0,0,0 +desclan01,2020,1,CIN,NL,1,2,9,7,0,0,0,101,41,27,7,16,25,0.301,7.22,0,1,3,0,158,1,27,0,3,1 +detwiro01,2020,1,CHA,AL,1,1,16,0,0,0,0,59,19,7,2,5,15,0.253,3.20,1,1,1,0,81,4,8,0,0,2 +devench02,2020,1,HOU,AL,0,1,4,0,0,0,0,11,7,6,1,3,5,0.389,14.73,0,0,0,0,21,0,6,0,0,0 +diazed04,2020,1,NYN,NL,2,1,26,0,0,0,6,77,18,5,2,14,50,0.191,1.75,0,1,2,0,110,19,6,0,0,0 +diazja01,2020,1,COL,NL,1,2,24,0,0,0,4,60,31,17,4,14,17,0.365,7.65,1,2,3,0,106,12,21,2,2,4 +diehlph01,2020,1,COL,NL,0,0,6,0,0,0,0,18,7,7,2,1,4,0.292,10.50,0,0,0,0,25,2,7,0,0,0 +diekmja01,2020,1,OAK,AL,2,0,21,0,0,0,0,64,8,1,1,12,31,0.114,0.42,1,0,1,0,84,2,2,1,0,1 +dobnara01,2020,1,MIN,AL,6,4,10,10,0,0,0,140,50,21,3,13,27,0.278,4.05,0,0,4,0,200,0,21,0,1,9 +dolisra01,2020,1,TOR,AL,2,2,24,0,0,0,5,72,16,4,1,14,31,0.193,1.50,0,3,1,0,100,9,9,2,0,4 +doolise01,2020,1,WAS,NL,0,2,11,0,0,0,0,23,9,5,3,4,6,0.300,5.87,2,0,0,0,36,3,6,1,1,0 +doyleto01,2020,1,COL,NL,0,0,3,0,0,0,0,7,6,6,0,4,2,0.462,23.14,0,0,0,0,17,2,6,0,0,0 +drakeol01,2020,1,TBA,AL,0,2,11,0,0,0,2,33,7,7,2,6,7,0.189,5.73,1,1,0,0,45,4,8,1,1,0 +duffety01,2020,1,MIN,AL,1,1,22,0,0,0,0,72,13,5,2,6,31,0.153,1.88,0,0,1,0,92,1,6,0,0,1 +duffyda01,2020,1,KCA,AL,4,4,12,11,0,0,0,169,53,31,10,22,57,0.249,4.95,0,3,2,0,242,0,33,1,4,4 +duggero01,2020,1,MIA,NL,0,0,4,1,0,0,0,32,21,15,5,3,4,0.396,12.66,0,1,0,0,56,2,16,0,0,0 +dunnida01,2020,1,CHA,AL,2,0,7,7,0,0,0,102,25,15,4,13,35,0.197,3.97,0,5,2,0,142,0,17,0,0,1 +dunnju01,2020,1,SEA,AL,4,1,10,10,0,0,0,137,31,22,10,31,38,0.189,4.34,1,0,2,0,198,0,23,0,1,2 +edwarca01,2020,1,SEA,AL,0,0,5,0,0,0,1,14,2,1,0,1,6,0.125,1.93,0,0,0,0,17,1,1,0,0,0 +eflinza01,2020,1,PHI,NL,4,2,11,10,1,1,0,177,60,26,8,15,70,0.263,3.97,0,1,1,0,245,0,28,1,0,6 +eibnebr01,2020,1,MIA,NL,0,0,3,0,0,0,0,10,7,5,2,4,4,0.412,13.50,1,1,0,0,21,2,7,0,0,1 +elledse01,2020,1,SLN,NL,1,0,12,0,0,0,0,35,11,6,2,8,14,0.262,4.63,0,2,1,0,52,5,6,0,0,1 +eovalna01,2020,1,BOS,AL,4,2,9,9,0,0,0,145,51,20,8,7,52,0.273,3.72,0,2,4,0,199,0,20,1,0,6 +erlinro01,2020,1,PIT,NL,0,0,2,0,0,0,0,10,5,2,0,1,4,0.333,5.40,1,0,1,0,17,1,2,0,0,0 +erlinro01,2020,2,ATL,NL,0,0,7,5,0,0,0,70,28,22,8,6,21,0.289,8.49,0,1,1,0,105,0,22,0,1,0 +eshelto01,2020,1,BAL,AL,3,1,12,4,0,0,0,104,34,15,7,9,16,0.260,3.89,0,1,1,0,143,3,17,0,2,3 +espinpa01,2020,1,WAS,NL,0,0,2,1,0,0,0,18,8,3,1,2,7,0.320,4.50,0,0,0,0,27,1,3,0,0,1 +espinsa01,2020,1,TOR,AL,0,0,2,0,0,0,0,6,3,2,1,1,0,0.333,9.00,0,0,1,0,11,2,2,0,0,0 +estevca01,2020,1,COL,NL,1,3,26,0,0,0,1,72,33,20,6,9,27,0.317,7.50,0,2,3,0,116,6,21,0,0,1 +evansde01,2020,1,TEX,AL,0,0,4,0,0,0,0,12,3,1,1,0,4,0.231,2.25,0,0,1,0,14,0,1,0,0,2 +fairbpe01,2020,1,TBA,AL,6,3,27,2,0,0,0,80,23,8,2,14,39,0.228,2.70,0,6,2,0,117,2,9,0,0,2 +familje01,2020,1,NYN,NL,2,0,25,0,0,0,0,80,20,11,2,19,23,0.204,3.71,2,1,3,0,120,4,11,0,0,1 +farmebu01,2020,1,DET,AL,1,0,23,0,0,0,0,64,20,9,3,5,14,0.244,3.80,0,1,0,0,89,9,9,1,1,1 +farrelu01,2020,1,TEX,AL,0,0,4,0,0,0,0,16,5,5,1,5,8,0.250,8.44,0,2,1,0,27,1,5,1,0,0 +feddeer01,2020,1,WAS,NL,2,4,11,8,0,0,0,151,47,24,10,22,28,0.241,4.29,2,2,3,0,222,1,25,1,1,4 +felizmi01,2020,1,PIT,NL,0,0,3,0,0,0,0,5,4,6,1,2,2,0.444,32.40,0,0,1,0,12,0,6,0,0,0 +ferguca01,2020,1,LAN,NL,2,1,21,1,0,0,0,56,16,6,4,3,27,0.222,2.89,0,0,0,0,75,0,7,0,0,1 +fernaju01,2020,1,SLN,NL,0,0,3,0,0,0,0,9,6,6,1,2,2,0.429,18.00,0,0,0,0,16,2,6,0,0,0 +feyerjo01,2020,1,MIL,NL,0,0,6,0,0,0,0,28,4,6,3,5,7,0.138,5.79,0,0,1,0,37,4,6,0,2,1 +fiersmi01,2020,1,OAK,AL,6,3,11,11,0,0,0,177,65,30,9,16,37,0.275,4.58,0,1,4,0,257,0,31,0,1,1 +finneky01,2020,1,WAS,NL,1,0,25,0,0,0,0,74,21,8,2,13,27,0.226,2.92,4,2,1,0,107,4,10,0,0,4 +flaheja01,2020,1,SLN,NL,4,3,9,9,0,0,0,121,33,22,6,16,49,0.221,4.91,0,1,3,0,170,0,22,1,1,2 +flemijo01,2020,1,TBA,AL,5,0,7,5,0,0,0,97,28,10,5,7,25,0.230,2.78,0,0,1,0,130,0,10,0,0,3 +fletcaa01,2020,1,SEA,AL,0,0,6,0,0,0,0,13,7,6,1,7,7,0.350,12.46,0,0,2,0,29,0,6,0,0,1 +florebe01,2020,1,CHA,AL,0,0,2,0,0,0,0,6,4,2,0,0,2,0.400,9.00,0,0,0,0,10,1,2,0,0,0 +florody01,2020,1,LAN,NL,3,0,25,0,0,0,0,73,23,7,1,4,19,0.250,2.59,1,1,0,0,98,4,7,0,2,3 +foltymi01,2020,1,ATL,NL,0,1,1,1,0,0,0,10,4,6,3,4,3,0.333,16.20,0,0,0,0,16,0,6,0,0,2 +fontwi01,2020,1,TOR,AL,1,3,21,0,0,0,0,49,28,18,2,9,15,0.378,9.92,0,1,1,0,85,5,19,0,1,2 +forsylo01,2020,1,MIA,NL,0,0,1,0,0,0,0,3,2,1,0,1,0,0.500,9.00,0,1,0,0,6,1,1,0,1,0 +fostema01,2020,1,CHA,AL,6,1,23,2,0,0,0,86,16,7,2,9,31,0.162,2.20,0,0,0,0,109,4,8,1,0,1 +frankse01,2020,1,SEA,AL,0,0,2,0,0,0,0,8,6,5,0,2,0,0.429,16.88,0,0,0,0,16,1,5,0,0,0 +frazito01,2020,2,NYN,NL,0,0,1,0,0,0,0,3,0,0,0,0,1,0.000,0.00,0,0,0,0,3,1,0,0,0,0 +freelky01,2020,1,COL,NL,2,3,13,13,0,0,0,212,77,34,9,23,46,0.278,4.33,0,0,3,0,304,0,34,0,1,14 +freemsa01,2020,1,WAS,NL,0,0,7,0,0,0,0,15,2,1,0,7,6,0.111,1.80,1,0,0,0,25,1,1,0,0,0 +friedma01,2020,1,ATL,NL,7,0,11,11,0,0,0,168,42,14,2,19,50,0.211,2.25,0,1,4,1,224,0,14,0,2,5 +fryja01,2020,1,CHA,AL,0,1,18,0,0,0,0,59,16,8,3,12,24,0.225,3.66,2,1,0,0,83,4,9,0,0,3 +frypa01,2020,1,BAL,AL,1,0,22,0,0,0,0,66,22,6,3,9,29,0.250,2.45,0,3,1,0,98,4,7,0,0,1 +fulmeca01,2020,1,DET,AL,0,0,7,0,0,0,0,20,8,5,1,3,7,0.286,6.75,0,1,1,0,32,1,5,0,0,0 +fulmeca01,2020,2,BAL,AL,0,0,3,0,0,0,0,11,0,0,0,2,4,0.000,0.00,0,2,1,0,14,2,0,0,0,0 +fulmemi01,2020,1,DET,AL,0,2,10,10,0,0,0,83,45,27,8,12,20,0.375,8.78,0,0,1,0,136,0,27,1,2,4 +funkhky01,2020,1,DET,AL,1,1,13,0,0,0,0,52,22,14,3,11,12,0.319,7.27,0,1,0,0,81,4,14,0,1,3 +gallegi01,2020,1,SLN,NL,2,2,16,0,0,0,4,45,9,6,1,4,21,0.170,3.60,0,1,0,0,57,7,6,0,0,1 +galleza01,2020,1,ARI,NL,3,2,12,12,0,0,0,216,55,22,9,25,82,0.210,2.75,0,4,2,0,291,0,24,1,0,9 +gantjo01,2020,1,SLN,NL,0,3,17,0,0,0,0,45,9,4,0,7,18,0.167,2.40,0,1,0,0,61,2,6,0,0,0 +garcibr01,2020,1,DET,AL,2,1,26,0,0,0,4,65,18,4,0,10,12,0.222,1.66,0,1,1,0,93,12,6,0,1,1 +garcide01,2020,1,NYA,AL,3,2,6,6,0,0,0,103,35,19,6,6,33,0.254,4.98,0,0,1,0,146,0,20,1,0,1 +garcied01,2020,1,TBA,AL,0,0,4,0,0,0,1,10,3,4,2,4,1,0.250,10.80,0,0,0,0,16,1,4,0,0,1 +garcija04,2020,1,SFN,NL,2,1,19,0,0,0,0,55,11,1,0,7,14,0.180,0.49,1,0,2,1,73,5,6,0,3,2 +garcilu03,2020,1,TEX,AL,0,2,11,2,0,0,0,25,10,7,1,9,11,0.278,7.56,1,2,0,0,45,3,9,0,0,1 +garcilu05,2020,1,HOU,AL,0,1,5,1,0,0,0,37,7,4,1,5,9,0.167,2.92,0,1,1,0,49,1,4,0,1,1 +garciri01,2020,1,SFN,NL,1,1,12,0,0,0,0,30,13,6,1,4,7,0.333,5.40,0,2,0,0,44,2,6,0,1,3 +garciro03,2020,1,DET,AL,1,0,15,2,0,0,0,63,25,19,7,9,14,0.287,8.14,0,1,0,0,96,7,20,0,0,2 +garciyi01,2020,1,MIA,NL,3,0,14,0,0,0,1,45,9,1,0,5,19,0.164,0.60,0,0,0,1,60,4,1,0,0,0 +garream01,2020,1,CIN,NL,1,0,21,0,0,0,1,55,10,5,4,7,26,0.161,2.45,0,0,0,0,69,1,5,0,0,3 +garrebr01,2020,1,MIA,NL,1,1,2,2,0,0,0,23,8,5,3,5,8,0.276,5.87,0,1,0,0,34,0,6,0,0,3 +gausmke01,2020,1,SFN,NL,3,3,12,10,0,0,0,179,50,24,8,16,79,0.221,3.62,0,4,0,1,245,1,26,0,2,2 +gavigsa01,2020,1,TOR,AL,0,1,4,0,0,0,0,9,3,3,0,5,1,0.273,9.00,0,0,0,1,17,1,3,0,1,0 +gearrco01,2020,1,MIN,AL,0,0,1,0,0,0,0,6,0,0,0,2,1,0.000,0.00,0,0,0,0,7,1,0,0,0,0 +gerbejo01,2020,1,SEA,AL,1,1,17,0,0,0,0,47,13,7,1,5,6,0.241,4.02,0,1,1,0,62,3,8,0,2,3 +gibauia01,2020,1,TEX,AL,0,1,14,0,0,0,0,37,11,9,2,9,14,0.229,6.57,0,2,1,1,59,0,10,1,0,0 +gibsoky01,2020,1,TEX,AL,2,6,12,12,1,1,0,202,73,40,12,30,58,0.275,5.35,1,1,6,0,301,0,44,0,0,8 +gileske01,2020,1,TOR,AL,0,0,4,0,0,0,1,11,4,4,2,4,6,0.267,9.82,0,0,0,0,19,1,4,0,0,0 +gilmase01,2020,1,TBA,AL,0,0,2,0,0,0,0,13,7,4,2,4,5,0.350,8.31,0,0,0,0,24,0,4,0,0,0 +ginkeke01,2020,1,ARI,NL,0,2,19,0,0,0,1,48,21,12,3,13,18,0.318,6.75,2,4,0,0,79,2,13,0,0,0 +giolilu01,2020,1,CHA,AL,4,3,12,12,1,1,0,217,47,28,8,28,97,0.184,3.48,0,3,2,0,288,0,31,0,3,8 +givenmy01,2020,1,BAL,AL,0,1,12,0,0,0,0,39,7,2,1,6,19,0.159,1.38,0,0,0,0,51,3,2,0,1,1 +givenmy01,2020,2,COL,NL,1,0,10,0,0,0,1,28,9,7,4,4,6,0.250,6.75,0,2,2,0,42,2,8,0,0,0 +glasnty01,2020,1,TBA,AL,5,1,11,11,0,0,0,172,43,26,11,22,91,0.200,4.08,0,7,0,0,238,0,26,0,1,0 +godleza01,2020,1,BOS,AL,0,4,8,7,0,0,0,86,42,26,9,14,28,0.336,8.16,0,3,3,0,143,0,26,0,1,1 +gombeau01,2020,1,SLN,NL,1,1,14,4,0,0,0,87,19,6,1,15,27,0.190,1.86,0,1,2,0,119,2,6,0,2,4 +gonsoto01,2020,1,LAN,NL,2,2,9,8,0,0,0,140,32,12,2,7,46,0.193,2.31,0,3,1,0,176,1,13,1,1,1 +gonzach01,2020,1,COL,NL,0,2,6,4,0,0,0,59,22,15,3,10,16,0.289,6.86,0,2,3,0,91,0,16,1,1,3 +gonzagi01,2020,1,CHA,AL,1,2,12,4,0,0,0,95,40,17,6,19,34,0.305,4.83,0,2,2,0,153,1,19,0,0,3 +gonzama02,2020,1,SEA,AL,7,2,11,11,1,0,0,209,59,24,8,7,64,0.222,3.10,0,0,4,0,277,0,27,0,0,4 +gonzavi02,2020,1,LAN,NL,3,0,15,1,0,0,0,61,13,3,0,2,23,0.176,1.33,0,2,3,0,80,1,3,0,1,1 +goodyni01,2020,1,TEX,AL,0,2,17,1,0,0,1,33,14,11,3,8,13,0.304,9.00,0,1,0,0,55,3,12,0,1,1 +gotttr01,2020,1,SFN,NL,1,2,15,0,0,0,4,35,13,13,7,8,8,0.271,10.03,0,0,1,0,57,5,13,0,0,1 +goudeas01,2020,1,COL,NL,0,0,4,0,0,0,0,25,15,7,3,2,2,0.441,7.56,0,1,1,0,39,2,7,0,2,2 +gracema02,2020,1,ARI,NL,0,1,3,0,0,0,0,3,5,6,1,2,2,0.625,54.00,0,0,0,0,10,1,6,0,0,0 +gratebr01,2020,1,LAN,NL,1,2,23,2,0,0,0,70,18,8,1,3,13,0.225,3.09,0,0,3,0,88,1,9,0,2,6 +graveke01,2020,1,SEA,AL,1,3,11,2,0,0,0,56,15,12,2,8,15,0.221,5.79,0,0,0,0,77,1,13,0,1,3 +grayjo02,2020,1,COL,NL,2,4,8,8,0,0,0,117,45,29,6,11,22,0.281,6.69,0,2,2,1,174,0,31,0,1,3 +grayso01,2020,1,CIN,NL,5,3,11,11,0,0,0,168,42,23,4,26,72,0.203,3.70,0,7,2,1,235,0,26,0,0,4 +greench03,2020,1,NYA,AL,3,3,22,0,0,0,1,77,13,10,5,8,32,0.144,3.51,2,3,0,0,100,5,13,1,1,1 +greensh02,2020,1,ATL,NL,1,0,28,0,0,0,0,83,22,8,2,9,21,0.229,2.60,1,0,2,0,109,6,9,1,1,5 +greinza01,2020,1,HOU,AL,3,3,12,12,0,0,0,201,67,30,6,9,67,0.256,4.03,0,3,1,0,273,0,30,0,1,4 +grifffo01,2020,1,KCA,AL,1,0,1,0,0,0,0,5,0,0,0,0,1,0.000,0.00,0,0,0,0,6,0,0,0,0,0 +grimmju01,2020,1,MIL,NL,0,0,4,0,0,0,0,14,9,9,4,4,6,0.391,17.36,0,0,0,0,27,2,9,0,0,0 +grotzza01,2020,1,SEA,AL,0,0,5,0,0,0,0,22,11,12,4,11,4,0.367,14.73,0,1,4,0,46,1,12,0,1,2 +gsellro01,2020,1,NYN,NL,0,0,6,4,0,0,0,42,22,15,4,8,9,0.361,9.64,0,2,1,0,71,0,15,0,1,1 +guerrde01,2020,1,PHI,NL,1,3,9,0,0,0,0,22,10,7,3,2,8,0.313,8.59,0,0,2,0,36,5,9,0,0,0 +guerrja01,2020,1,WAS,NL,0,0,14,0,0,0,0,47,19,7,2,7,13,0.302,4.02,0,0,0,0,70,2,7,0,0,1 +guerrja02,2020,1,SDN,NL,1,0,14,0,0,0,0,40,25,15,1,5,12,0.417,10.13,0,2,1,0,67,5,16,0,1,3 +guerrju02,2020,1,ARI,NL,1,2,25,0,0,0,0,71,17,8,1,15,21,0.205,3.04,2,2,2,0,103,5,10,2,1,4 +guilbta01,2020,1,SEA,AL,0,0,8,0,0,0,0,23,8,1,0,6,3,0.267,1.17,0,1,0,0,36,3,1,0,0,1 +guilllu01,2020,1,NYN,NL,0,0,1,0,0,0,0,3,0,0,0,0,0,0.000,0.00,0,0,0,0,3,1,0,0,0,0 +guzmajo04,2020,1,MIA,NL,0,0,1,0,0,0,0,3,2,2,2,1,0,0.400,18.00,0,0,1,0,7,0,2,0,0,0 +gyorkje01,2020,1,MIL,NL,0,0,1,0,0,0,0,3,1,0,0,0,0,0.250,0.00,0,0,0,0,4,1,0,0,0,0 +haderjo01,2020,1,MIL,NL,1,2,21,0,0,0,13,57,8,8,3,10,31,0.123,3.79,0,2,3,0,78,17,8,0,0,0 +hahnje01,2020,1,KCA,AL,1,0,18,0,0,0,3,52,4,1,0,8,19,0.071,0.52,0,2,1,0,65,3,1,0,0,1 +haleda02,2020,1,NYA,AL,0,0,5,0,0,0,1,18,7,2,0,3,7,0.304,3.00,0,0,0,0,26,1,2,0,0,1 +haleda02,2020,2,PHI,NL,0,0,6,2,0,0,0,33,16,5,2,1,7,0.333,4.09,0,0,0,0,49,2,5,0,0,1 +hallma02,2020,1,BOS,AL,0,3,4,1,0,0,0,26,17,18,2,10,9,0.395,18.69,0,0,1,0,54,0,18,0,0,0 +hamelco01,2020,1,ATL,NL,0,1,1,1,0,0,0,10,3,3,0,1,2,0.250,8.10,0,0,0,0,14,0,3,0,1,0 +hamilia01,2020,1,CHA,AL,0,0,4,0,0,0,0,12,4,2,0,5,4,0.267,4.50,0,2,0,0,20,0,2,0,0,1 +handbr01,2020,1,CLE,AL,2,1,23,0,0,0,16,66,13,5,0,4,29,0.169,2.05,0,1,2,0,86,21,8,0,1,1 +happja01,2020,1,NYA,AL,2,2,9,9,0,0,0,148,37,19,8,15,42,0.208,3.47,0,0,1,0,196,0,19,1,0,5 +harpery01,2020,1,WAS,NL,1,0,23,0,0,0,0,71,29,20,5,9,25,0.290,7.61,2,2,1,0,110,12,21,0,0,1 +harriwi02,2020,1,WAS,NL,0,1,20,0,0,0,1,53,21,6,3,9,21,0.280,3.06,0,1,0,0,84,5,9,0,0,1 +hartky01,2020,1,BOS,AL,0,1,4,3,0,0,0,33,24,19,4,10,13,0.429,15.55,0,0,0,1,67,0,21,0,1,1 +hartlge01,2020,1,PIT,NL,1,0,21,0,0,0,0,67,16,9,1,19,19,0.205,3.63,0,2,3,0,101,1,11,0,1,4 +harvehu01,2020,1,BAL,AL,0,2,10,0,0,0,0,26,8,4,2,2,6,0.242,4.15,0,2,1,0,37,2,6,0,1,1 +harvejo01,2020,1,COL,NL,0,0,4,0,0,0,0,10,3,0,0,0,2,0.231,0.00,0,0,1,0,14,1,0,0,0,0 +harvema01,2020,1,KCA,AL,0,3,7,4,0,0,0,35,27,15,6,5,10,0.450,11.57,0,0,0,0,65,1,15,0,0,1 +hatchto01,2020,1,TOR,AL,3,1,17,1,0,0,0,79,18,8,2,13,23,0.191,2.73,0,0,2,0,109,1,11,0,0,2 +heanean01,2020,1,LAA,AL,4,3,12,12,0,0,0,200,63,33,9,19,70,0.246,4.46,1,2,2,0,279,0,35,0,2,3 +hearnta01,2020,1,TEX,AL,0,0,14,0,0,0,0,52,13,7,2,11,23,0.206,3.63,0,2,1,0,76,3,8,0,1,1 +heinety01,2020,1,SFN,NL,0,0,1,0,0,0,0,3,1,0,0,0,0,0.333,0.00,0,0,0,0,3,1,0,0,0,0 +hellebe01,2020,1,NYA,AL,0,0,6,0,0,0,0,18,5,2,2,2,6,0.217,3.00,0,0,2,0,27,2,2,0,0,0 +helslry01,2020,1,SLN,NL,1,1,12,0,0,0,1,36,8,7,3,8,10,0.186,5.25,1,0,1,0,52,4,8,0,0,1 +hembrhe01,2020,1,BOS,AL,2,0,11,0,0,0,0,29,9,6,2,3,10,0.243,5.59,0,0,0,0,40,1,6,0,0,1 +hembrhe01,2020,2,PHI,NL,1,0,11,0,0,0,0,28,17,13,7,5,10,0.405,12.54,0,0,2,0,50,1,13,0,1,1 +hendrky01,2020,1,CHN,NL,6,5,12,12,1,1,0,244,73,26,10,8,64,0.240,2.88,1,1,1,0,315,0,26,0,2,7 +hendrli01,2020,1,OAK,AL,3,1,24,0,0,0,14,76,14,5,1,3,37,0.161,1.78,1,0,0,0,92,20,6,1,1,0 +hergeji01,2020,1,TEX,AL,1,0,20,1,0,0,0,59,13,7,2,14,17,0.188,3.20,1,0,2,0,87,6,7,1,1,1 +hernaca04,2020,1,KCA,AL,0,1,5,3,0,0,0,44,19,8,4,6,13,0.317,4.91,0,0,1,0,67,0,9,0,0,2 +hernada02,2020,1,BOS,AL,1,0,7,0,0,0,0,25,5,2,0,8,13,0.161,2.16,0,1,1,0,40,0,2,0,0,0 +hernael01,2020,1,MIA,NL,1,0,6,6,0,0,0,77,21,9,5,5,34,0.212,3.16,0,0,2,0,106,0,10,0,0,0 +hernajo02,2020,1,TEX,AL,5,1,27,0,0,0,0,93,24,10,2,8,31,0.218,2.90,0,0,4,0,125,5,10,1,2,4 +herreke01,2020,1,CHA,AL,0,0,2,0,0,0,0,7,3,4,2,1,3,0.300,15.43,0,0,0,0,11,1,4,0,0,0 +hessda01,2020,1,BAL,AL,0,0,3,0,0,0,0,21,10,5,1,2,1,0.333,6.43,0,0,0,0,32,3,5,0,0,1 +heuerco01,2020,1,CHA,AL,3,0,21,0,0,0,1,71,12,4,1,9,25,0.145,1.52,0,0,0,0,92,4,4,0,0,1 +hillca02,2020,1,CLE,AL,2,0,18,0,0,0,1,55,11,10,4,5,16,0.175,4.91,1,0,2,0,72,5,11,0,2,1 +hillri01,2020,1,MIN,AL,2,2,8,8,0,0,0,116,28,13,3,17,31,0.204,3.03,0,1,1,0,156,0,13,0,1,3 +hillti01,2020,1,SDN,NL,3,0,23,0,0,0,0,54,17,9,3,6,20,0.239,4.50,1,1,2,1,79,3,9,0,0,1 +hiranyo01,2020,1,SEA,AL,0,1,13,0,0,0,4,37,18,8,2,8,11,0.340,5.84,0,0,1,0,63,9,9,0,1,1 +hoffmje02,2020,1,COL,NL,2,1,16,0,0,0,1,64,32,22,3,9,20,0.352,9.28,1,4,2,0,104,5,23,0,2,4 +holadbr01,2020,1,BAL,AL,0,0,1,0,0,0,0,1,2,0,0,0,0,0.667,0.00,0,1,0,0,3,1,0,0,0,0 +holdejo02,2020,1,NYA,AL,3,0,18,0,0,0,0,65,25,12,3,11,14,0.281,4.98,1,1,0,0,101,4,13,0,1,1 +hollade01,2020,1,PIT,NL,1,3,12,5,0,0,0,122,42,31,12,15,45,0.261,6.86,0,2,3,1,179,3,33,0,0,4 +hollagr01,2020,1,KCA,AL,3,0,28,0,0,0,6,85,20,6,1,7,31,0.200,1.91,1,1,3,0,112,9,8,1,1,3 +hollojo01,2020,1,MIA,NL,0,0,1,0,0,0,0,1,2,0,0,1,0,0.667,0.00,0,0,0,0,4,0,0,0,0,0 +holmecl01,2020,1,PIT,NL,0,0,1,0,0,0,0,4,2,0,0,0,1,0.333,0.00,0,0,0,0,6,0,0,0,0,0 +holtbr01,2020,2,WAS,NL,0,0,2,0,0,0,0,4,5,2,1,0,0,0.500,13.50,0,0,0,0,10,2,2,0,0,0 +houckta01,2020,1,BOS,AL,3,0,3,3,0,0,0,51,6,1,1,9,21,0.113,0.53,0,1,1,0,63,0,2,0,0,4 +housead01,2020,1,MIL,NL,1,6,12,11,0,0,0,168,63,33,8,21,44,0.285,5.30,0,1,4,0,246,1,41,0,0,8 +howarsa01,2020,1,PIT,NL,2,3,22,0,0,0,0,63,17,9,4,9,27,0.221,3.86,0,0,3,0,90,4,10,0,1,0 +howarsp01,2020,1,PHI,NL,1,2,6,6,0,0,0,73,30,16,6,10,23,0.300,5.92,0,0,1,0,113,0,17,0,2,0 +hoytja01,2020,1,MIA,NL,2,0,24,0,0,0,0,44,9,2,1,8,20,0.173,1.23,1,2,1,1,62,3,2,0,1,0 +hudsoda01,2020,1,WAS,NL,3,2,21,0,0,0,10,62,15,14,6,11,28,0.195,6.10,0,0,3,0,92,15,15,1,0,1 +hudsoda02,2020,1,SLN,NL,3,2,8,8,0,0,0,117,24,12,5,15,31,0.178,2.77,1,0,1,0,151,0,13,0,0,4 +hugheja02,2020,1,NYN,NL,1,2,18,0,0,0,0,67,23,12,3,14,21,0.256,4.84,2,0,5,0,109,4,17,0,0,3 +hunteto02,2020,1,PHI,NL,0,1,24,0,0,0,1,74,22,11,2,6,25,0.239,4.01,0,0,3,0,102,1,11,1,0,2 +iglesra01,2020,1,CIN,NL,4,3,22,0,0,0,8,69,16,7,1,5,31,0.193,2.74,1,0,1,1,91,17,11,1,1,1 +irvinco01,2020,1,PHI,NL,0,1,3,0,0,0,0,11,11,7,1,1,4,0.524,17.18,0,0,0,0,22,1,7,0,0,0 +jackslu01,2020,1,ATL,NL,2,0,19,0,0,0,0,79,39,20,2,13,20,0.345,6.84,0,3,2,0,132,3,23,0,4,3 +jamesjo02,2020,1,HOU,AL,1,0,13,2,0,0,0,52,15,14,4,17,21,0.234,7.27,0,2,2,0,83,1,14,0,0,1 +janseke01,2020,1,LAN,NL,3,1,27,0,0,0,11,73,19,9,2,9,33,0.211,3.33,0,0,3,0,102,24,11,0,0,0 +javiecr01,2020,1,HOU,AL,5,2,12,10,0,0,0,163,36,21,11,18,54,0.188,3.48,0,4,2,2,214,0,21,0,2,2 +jeffeda01,2020,1,OAK,AL,0,1,1,1,0,0,0,6,5,5,2,2,1,0.455,22.50,0,0,0,0,13,0,5,0,0,0 +jeffrje01,2020,1,CHN,NL,4,1,22,0,0,0,8,70,10,4,1,12,17,0.137,1.54,1,0,2,0,88,15,5,0,1,5 +jimenda02,2020,1,SFN,NL,0,0,2,0,0,0,0,4,1,1,0,3,1,0.200,6.75,0,0,0,0,8,1,1,0,0,0 +jimenjo02,2020,1,DET,AL,1,3,25,0,0,0,5,68,25,18,7,6,22,0.284,7.15,0,1,5,0,101,9,19,0,2,3 +johnspi01,2020,1,SDN,NL,3,1,24,0,0,0,0,60,15,6,2,9,27,0.214,2.70,0,1,0,1,80,7,7,0,1,2 +jonesna01,2020,1,CIN,NL,0,1,21,0,0,0,0,56,25,13,5,6,23,0.325,6.27,1,2,2,0,86,8,13,0,1,1 +junisja01,2020,1,KCA,AL,0,2,8,6,0,0,0,76,35,18,7,6,19,0.333,6.39,1,2,2,1,114,0,18,0,1,2 +juradar01,2020,1,NYN,NL,0,0,1,1,0,0,0,12,9,5,1,0,2,0.450,11.25,0,0,0,0,21,0,5,1,0,0 +kahnlto01,2020,1,NYA,AL,0,0,1,0,0,0,0,3,1,0,0,1,3,0.200,0.00,1,0,0,0,6,0,0,0,0,0 +kaminro01,2020,1,SLN,NL,0,0,5,0,0,0,0,14,3,1,0,2,3,0.188,1.93,0,0,0,0,21,3,3,0,2,0 +kaprija01,2020,1,OAK,AL,0,0,2,0,0,0,0,11,4,3,2,2,4,0.267,7.36,0,0,0,0,17,0,3,0,0,0 +karinja01,2020,1,CLE,AL,1,2,27,0,0,0,1,81,14,8,1,16,53,0.159,2.67,1,5,0,0,109,4,9,1,4,1 +kayan01,2020,1,TOR,AL,2,0,13,0,0,0,0,63,22,12,3,14,22,0.268,5.14,1,0,0,0,98,0,13,0,2,2 +kelake01,2020,1,PIT,NL,0,0,3,0,0,0,0,6,3,1,1,1,3,0.333,4.50,0,0,0,0,10,1,1,0,0,0 +kellebr01,2020,1,KCA,AL,5,3,9,9,1,1,0,164,39,15,2,17,35,0.202,2.47,0,1,2,0,215,0,16,0,3,9 +kelleky01,2020,1,LAA,AL,0,0,2,0,0,0,0,7,3,2,0,2,1,0.273,7.71,0,1,0,0,13,1,2,0,0,0 +kellemi03,2020,1,PIT,NL,1,1,5,5,0,0,0,65,9,7,4,18,16,0.132,2.91,0,2,1,0,87,0,7,0,0,3 +kelletr01,2020,1,PHI,NL,0,0,4,0,0,0,0,10,8,4,2,1,5,0.444,10.80,0,1,0,0,19,2,4,0,0,0 +kellyca02,2020,1,ARI,NL,0,0,1,0,0,0,0,3,1,0,0,0,0,0.250,0.00,0,0,0,0,4,1,0,0,0,0 +kellyjo05,2020,1,LAN,NL,0,0,12,1,0,0,0,30,8,2,0,7,9,0.235,1.80,0,3,0,0,42,2,3,0,1,0 +kellyme01,2020,1,ARI,NL,3,2,5,5,0,0,0,94,26,9,5,5,29,0.218,2.59,1,0,1,0,125,0,9,0,0,3 +kenneia01,2020,1,KCA,AL,0,2,15,1,0,0,0,42,20,14,7,5,15,0.323,9.00,1,0,1,0,69,1,17,1,0,1 +kershcl01,2020,1,LAN,NL,6,2,10,10,0,0,0,175,41,14,8,8,62,0.194,2.16,0,0,1,0,221,0,18,0,1,5 +keuchda01,2020,1,CHA,AL,6,2,11,11,0,0,0,190,52,14,2,17,42,0.218,1.99,0,0,0,0,257,0,15,2,0,5 +kickhmi01,2020,1,BOS,AL,1,1,6,2,0,0,0,42,21,12,6,5,17,0.333,7.71,1,0,2,0,70,2,12,0,0,0 +kikucyu01,2020,1,SEA,AL,2,4,9,9,0,0,0,141,41,27,3,20,47,0.238,5.17,0,3,0,0,194,0,27,0,2,8 +kilomfr01,2020,1,NYN,NL,0,1,4,0,0,0,1,34,14,14,5,9,13,0.298,11.12,0,1,1,0,58,2,14,1,0,0 +kimbrcr01,2020,1,CHN,NL,0,1,18,0,0,0,2,46,10,9,2,12,28,0.182,5.28,1,4,2,0,69,11,9,0,0,0 +kimkw01,2020,1,SLN,NL,3,0,8,7,0,0,1,117,28,7,3,12,24,0.197,1.62,2,1,0,0,154,1,9,0,0,7 +kingjo01,2020,1,TEX,AL,1,0,6,0,0,0,0,31,13,7,2,4,9,0.289,6.10,0,0,2,0,51,0,8,0,0,0 +kingmi01,2020,1,NYA,AL,1,2,9,4,0,0,0,80,30,23,5,11,26,0.278,7.76,0,0,2,0,121,1,23,0,0,2 +kinlety01,2020,1,COL,NL,0,2,24,0,0,0,0,71,13,14,2,12,26,0.167,5.32,0,4,3,0,96,4,15,1,2,2 +kintzbr01,2020,1,MIA,NL,2,3,24,0,0,0,12,73,21,6,3,11,14,0.236,2.22,3,0,0,0,101,21,7,0,1,7 +kittran01,2020,1,TBA,AL,0,0,8,1,0,0,1,24,8,2,0,2,3,0.276,2.25,0,0,0,0,31,1,2,0,0,3 +klinebr01,2020,1,BAL,AL,0,0,3,0,0,0,0,15,2,1,0,3,7,0.118,1.80,0,0,0,0,20,1,1,0,0,0 +klubeco01,2020,1,TEX,AL,0,0,1,1,0,0,0,3,0,0,0,1,1,0.000,0.00,0,0,0,0,3,0,0,0,0,0 +knebeco01,2020,1,MIL,NL,0,0,15,0,0,0,0,40,15,9,4,8,15,0.278,6.08,0,0,0,0,62,2,9,0,0,0 +kolarad01,2020,1,LAN,NL,3,0,20,0,0,0,1,57,11,2,1,4,13,0.164,0.95,0,2,0,0,72,3,2,0,1,1 +kratzer01,2020,1,NYA,AL,0,0,2,0,0,0,0,6,2,2,2,0,0,0.250,9.00,0,0,1,0,9,2,2,0,0,0 +kremede01,2020,1,BAL,AL,1,1,4,4,0,0,0,56,15,10,0,12,22,0.214,4.82,0,0,0,0,83,0,10,0,1,0 +kriskbr01,2020,1,NYA,AL,0,0,4,0,0,0,0,11,3,6,1,7,8,0.200,14.73,0,2,0,0,22,2,6,0,0,0 +kuhlch01,2020,1,PIT,NL,2,3,11,9,0,0,0,139,35,22,8,28,44,0.212,4.27,0,1,2,0,197,0,26,1,0,4 +kuhnejo01,2020,1,CIN,NL,1,0,3,0,0,0,0,9,4,2,2,0,3,0.308,6.00,0,0,0,0,13,1,2,0,0,0 +lailbr01,2020,1,CHA,AL,0,0,1,0,0,0,0,4,2,0,0,0,1,0.333,0.00,0,0,0,0,6,1,0,0,0,0 +lailbr01,2020,2,SEA,AL,0,0,7,0,0,0,0,45,12,8,5,7,11,0.214,4.80,0,0,2,0,65,6,8,0,0,1 +lakintr01,2020,1,BAL,AL,3,2,22,0,0,0,1,77,25,8,2,13,25,0.250,2.81,0,3,2,0,116,5,11,0,1,2 +lambeji01,2020,1,CHA,AL,0,0,2,0,0,0,0,6,2,0,0,0,2,0.250,0.00,0,0,0,0,8,1,0,0,0,0 +lametdi01,2020,1,SDN,NL,3,1,12,12,0,0,0,207,39,16,5,20,93,0.161,2.09,0,1,4,0,267,0,18,0,1,4 +lauerer01,2020,1,MIL,NL,0,2,4,2,0,0,0,33,17,16,2,9,12,0.347,13.09,0,1,2,0,61,0,16,0,1,0 +leblawa01,2020,1,BAL,AL,1,0,6,6,0,0,0,67,27,20,6,8,13,0.293,8.06,0,0,1,1,103,0,20,0,2,1 +leclejo01,2020,1,TEX,AL,0,0,2,0,0,0,1,6,2,1,0,2,3,0.250,4.50,0,0,0,0,10,2,1,0,0,0 +leibrbr01,2020,1,MIA,NL,0,0,5,0,0,0,0,27,3,2,0,7,3,0.103,2.00,1,0,0,0,36,2,2,0,0,1 +leonedo01,2020,1,CLE,AL,0,0,12,0,0,0,0,29,14,9,3,5,16,0.333,8.38,0,1,0,0,47,4,9,0,0,0 +lestejo01,2020,1,CHN,NL,3,3,12,12,0,0,0,183,64,35,11,17,42,0.262,5.16,0,2,3,0,265,0,35,1,0,3 +lewicar01,2020,1,ARI,NL,0,0,2,0,0,0,0,10,7,2,0,1,5,0.412,5.40,0,0,0,0,18,2,2,0,0,0 +leyerro01,2020,1,BOS,AL,0,0,6,1,0,0,0,14,12,11,3,8,9,0.462,21.21,0,0,0,0,34,0,11,0,0,0 +lindbjo01,2020,1,MIL,NL,2,4,12,10,0,0,0,136,42,26,6,16,52,0.244,5.16,0,2,3,0,191,1,26,0,0,2 +lintz01,2020,1,BOS,AL,0,0,1,0,0,0,0,3,4,3,1,0,0,0.571,27.00,0,0,0,0,7,1,3,0,0,0 +litteza01,2020,1,MIN,AL,0,0,6,0,0,0,0,19,12,7,5,3,3,0.444,9.95,0,1,1,0,31,3,7,0,0,2 +llovema01,2020,1,PHI,NL,0,0,1,0,0,0,0,3,5,4,0,1,1,0.625,36.00,0,0,1,0,10,0,4,0,0,0 +loaisjo01,2020,1,NYA,AL,3,0,12,3,0,0,0,69,21,9,3,7,22,0.241,3.52,1,1,4,0,100,2,11,1,0,3 +lockean01,2020,1,NYN,NL,1,0,2,1,0,0,0,24,9,5,1,3,8,0.281,5.63,0,0,2,0,37,0,5,0,0,1 +lockean01,2020,2,SEA,AL,0,0,5,0,0,0,0,25,12,4,1,1,3,0.343,4.32,0,0,0,0,36,3,4,0,0,1 +lopesti01,2020,1,SEA,AL,0,0,1,0,0,0,0,3,2,2,0,1,0,0.500,18.00,0,0,0,0,6,1,2,0,1,0 +lopezjo02,2020,1,KCA,AL,0,0,1,0,0,0,0,2,3,2,0,0,0,0.600,27.00,0,0,0,0,5,0,2,0,0,0 +lopezjo02,2020,2,BAL,AL,2,2,9,6,0,0,0,115,43,27,7,12,28,0.287,6.34,1,4,3,0,169,1,30,1,3,4 +lopezpa01,2020,1,MIA,NL,6,4,11,11,0,0,0,172,50,23,4,18,59,0.230,3.61,1,0,2,0,240,0,27,0,3,3 +lopezre01,2020,1,CHA,AL,1,3,8,8,0,0,0,79,28,19,9,15,24,0.269,6.49,0,1,1,0,121,0,21,1,0,2 +lopezyo01,2020,1,ARI,NL,0,1,20,0,0,0,0,59,21,13,4,9,16,0.269,5.95,2,0,0,1,87,7,15,0,0,5 +lorenmi01,2020,1,CIN,NL,3,1,18,2,0,0,0,101,30,16,3,17,35,0.236,4.28,1,2,1,1,147,2,17,1,1,1 +loupaa01,2020,1,TBA,AL,3,2,24,0,0,0,0,75,17,7,3,4,22,0.200,2.52,0,0,3,0,96,6,9,2,1,2 +lovelri01,2020,1,KCA,AL,0,0,1,0,0,0,0,3,1,1,1,1,0,0.333,9.00,0,0,0,0,4,0,1,0,0,1 +lucchjo01,2020,1,SDN,NL,0,1,3,2,0,0,0,17,13,5,0,2,5,0.464,7.94,0,0,1,0,32,0,5,0,1,1 +lugose01,2020,1,NYN,NL,3,4,16,7,0,0,3,110,40,21,8,10,47,0.274,5.15,1,1,2,0,160,6,22,0,2,3 +luzarje01,2020,1,OAK,AL,3,2,12,9,0,0,0,177,58,27,9,17,59,0.257,4.12,1,3,3,1,248,1,27,1,1,5 +lylesjo01,2020,1,TEX,AL,1,6,12,9,0,0,0,173,67,45,12,23,36,0.285,7.02,0,3,2,1,266,0,49,1,5,2 +lynnla01,2020,1,TEX,AL,6,3,13,13,1,0,0,252,64,31,13,25,89,0.206,3.32,0,2,6,0,344,0,34,1,1,5 +lyonsty01,2020,1,NYA,AL,0,0,1,0,0,0,0,5,3,4,0,1,0,0.375,21.60,0,0,1,0,10,0,4,0,0,0 +maedake01,2020,1,MIN,AL,6,1,11,11,0,0,0,200,40,20,9,10,80,0.168,2.70,0,0,0,0,248,0,20,0,0,2 +magilma01,2020,1,SEA,AL,0,1,11,0,0,0,0,31,9,7,3,6,11,0.231,6.10,0,1,0,0,45,0,7,0,0,1 +mahlety01,2020,1,CIN,NL,2,2,10,9,0,0,0,143,34,19,6,21,60,0.198,3.59,0,2,4,1,201,0,21,0,4,2 +manaese01,2020,1,OAK,AL,4,3,11,11,0,0,0,162,57,27,7,8,45,0.270,4.50,0,1,1,0,222,0,32,0,2,5 +mantijo01,2020,1,ARI,NL,0,0,4,0,0,0,0,7,3,4,0,4,2,0.273,15.43,0,0,0,0,15,1,4,0,0,0 +mapledi01,2020,1,CHN,NL,0,0,2,0,0,0,0,3,1,2,0,4,1,0.200,18.00,0,0,0,0,9,1,3,0,0,0 +margeni01,2020,1,SEA,AL,2,3,10,7,0,0,0,124,38,21,6,14,36,0.244,4.57,2,2,0,0,170,1,21,0,0,3 +marqubr01,2020,1,CHN,NL,0,0,1,0,0,0,0,2,2,5,0,3,1,0.500,67.50,0,2,0,0,7,0,5,0,0,0 +marquge01,2020,1,COL,NL,4,6,13,13,0,0,0,245,78,34,6,25,73,0.247,3.75,0,4,0,0,344,0,41,0,3,8 +marshev01,2020,1,CHA,AL,2,1,23,0,0,0,0,68,17,6,1,7,30,0.198,2.38,0,2,0,0,93,0,6,0,0,0 +martibr01,2020,1,TEX,AL,1,1,15,0,0,0,0,44,8,3,2,9,8,0.157,1.84,0,1,0,0,61,4,5,0,1,1 +martica04,2020,1,SLN,NL,0,3,5,5,0,0,0,60,32,22,6,10,17,0.352,9.90,2,0,0,0,104,0,26,0,2,1 +martich02,2020,1,ATL,NL,1,1,19,0,0,0,1,54,8,2,1,3,20,0.129,1.00,1,0,1,0,66,3,3,0,0,0 +matonph01,2020,1,CLE,AL,3,3,23,0,0,0,0,65,23,11,1,6,32,0.267,4.57,1,1,4,0,96,4,14,0,0,2 +matzety01,2020,1,ATL,NL,4,3,21,0,0,0,0,87,23,9,1,10,43,0.211,2.79,0,1,2,0,121,3,9,0,0,0 +matzst01,2020,1,NYN,NL,0,5,9,6,0,0,0,92,42,33,14,10,36,0.323,9.68,0,2,0,0,142,1,33,1,1,2 +maydu01,2020,1,LAN,NL,3,1,12,10,0,0,0,168,45,16,9,16,44,0.220,2.57,0,2,1,0,224,0,18,1,1,6 +mayermi01,2020,1,LAA,AL,2,0,29,0,0,0,2,90,18,7,2,9,43,0.162,2.10,0,0,1,0,121,4,10,0,0,2 +maytr01,2020,1,MIN,AL,1,0,24,0,0,0,2,70,20,10,5,7,38,0.227,3.86,0,2,0,0,96,4,11,0,1,1 +mazzach01,2020,1,BOS,AL,1,2,9,6,0,0,0,90,34,16,3,15,29,0.288,4.80,0,4,2,0,136,0,18,0,1,1 +mccarke01,2020,1,KCA,AL,0,0,5,0,0,0,0,18,10,3,1,2,2,0.385,4.50,0,0,1,0,29,2,3,0,0,3 +mcclare01,2020,1,PHI,NL,0,0,5,0,0,0,0,16,9,3,1,3,2,0.360,5.06,0,0,0,0,29,1,6,0,1,1 +mcculla02,2020,1,HOU,AL,3,3,11,11,0,0,0,165,44,24,5,20,56,0.220,3.93,0,0,5,0,227,0,29,1,1,6 +mcfartj01,2020,1,OAK,AL,2,0,23,0,0,0,0,62,26,10,5,5,9,0.302,4.35,0,1,1,0,92,2,10,0,0,1 +mcgeeja01,2020,1,LAN,NL,3,1,24,0,0,0,0,61,14,6,2,3,33,0.187,2.66,0,0,0,0,79,4,6,1,0,0 +mcgowky01,2020,1,WAS,NL,1,0,9,0,0,0,1,33,9,6,2,5,16,0.214,4.91,1,1,0,0,47,3,6,0,0,1 +mckayda02,2020,1,DET,AL,0,0,1,0,0,0,0,1,1,2,1,1,0,0.500,54.00,0,0,0,0,3,0,2,0,0,0 +mckentr01,2020,1,CLE,AL,2,1,8,6,0,0,0,100,21,12,6,9,42,0.179,3.24,0,0,1,0,127,0,12,0,0,1 +mcraeal01,2020,1,CHA,AL,0,0,2,0,0,0,0,9,1,0,0,0,2,0.100,0.00,0,0,0,0,10,1,0,0,0,0 +meansjo01,2020,1,BAL,AL,2,4,10,10,0,0,0,131,36,22,12,7,42,0.220,4.53,0,2,4,0,176,0,22,0,1,2 +mearsni01,2020,1,PIT,NL,0,0,4,0,0,0,0,15,4,3,1,7,7,0.222,5.40,0,1,0,0,26,2,3,0,1,1 +medinad01,2020,1,PHI,NL,0,1,1,1,0,0,0,12,3,2,0,3,4,0.200,4.50,0,0,0,1,18,0,2,0,0,0 +meisiry01,2020,1,SLN,NL,0,0,2,0,0,0,0,8,1,0,0,4,3,0.125,0.00,0,0,1,0,13,0,0,0,0,1 +mejiahu01,2020,1,MIA,NL,0,2,3,3,0,0,0,30,13,6,3,6,11,0.310,5.40,0,0,1,0,49,0,8,0,0,0 +melanma01,2020,1,ATL,NL,2,1,23,0,0,0,11,68,22,7,1,7,14,0.262,2.78,3,1,2,0,95,19,8,1,1,2 +mellake01,2020,1,ARI,NL,2,0,11,0,0,0,0,30,10,2,1,3,10,0.263,1.80,1,1,0,0,42,3,3,0,1,1 +menezco01,2020,1,SFN,NL,1,0,7,0,0,0,0,34,6,3,2,5,8,0.158,2.38,0,0,1,0,45,3,4,1,0,1 +mengdda01,2020,1,OAK,AL,0,1,4,1,0,0,0,37,14,5,2,7,10,0.286,3.65,0,0,1,0,58,2,5,0,1,1 +merryju01,2020,1,TOR,AL,0,0,8,3,0,0,0,39,11,6,0,6,15,0.224,4.15,0,0,0,0,55,0,6,0,0,1 +middlke01,2020,1,LAA,AL,0,1,13,0,0,0,0,36,12,7,2,6,11,0.273,5.25,0,1,0,0,53,4,8,0,3,0 +mileywa01,2020,1,CIN,NL,0,3,6,4,0,0,0,43,15,9,1,9,12,0.268,5.65,0,0,2,1,67,2,10,0,0,3 +millean01,2020,1,SLN,NL,1,1,16,0,0,0,4,39,9,4,0,5,16,0.191,2.77,0,2,3,0,55,5,4,0,0,1 +millety01,2020,1,CHN,NL,0,0,2,1,0,0,0,15,2,3,1,3,0,0.125,5.40,0,0,0,1,20,1,3,0,1,0 +millsal02,2020,1,CHN,NL,5,5,11,11,1,1,0,187,53,31,13,19,46,0.230,4.48,0,0,2,1,252,0,31,0,1,4 +milneho01,2020,1,LAA,AL,0,0,19,0,0,0,0,40,13,12,5,6,13,0.250,8.10,0,0,1,0,59,4,12,0,0,2 +milonto01,2020,1,BAL,AL,1,4,6,6,0,0,0,88,33,13,5,4,31,0.273,3.99,0,1,2,0,129,0,18,1,1,0 +milonto01,2020,2,ATL,NL,0,0,3,3,0,0,0,29,22,16,4,2,9,0.449,14.90,0,0,0,0,52,0,16,0,1,1 +minormi01,2020,1,TEX,AL,0,5,7,7,0,0,0,106,35,22,7,13,35,0.248,5.60,0,0,0,0,155,0,23,0,1,1 +minormi01,2020,2,OAK,AL,1,1,5,4,1,1,0,64,15,13,4,7,27,0.197,5.48,0,0,1,0,84,0,13,0,0,2 +minteaj01,2020,1,ATL,NL,1,1,22,0,0,0,0,65,15,2,1,9,24,0.200,0.83,2,1,0,0,85,6,3,1,0,3 +misiean01,2020,1,SEA,AL,0,2,21,0,0,0,0,60,20,9,2,6,25,0.263,4.05,1,2,1,0,83,1,9,0,0,0 +mizeca01,2020,1,DET,AL,0,3,7,7,0,0,0,85,29,22,7,13,26,0.252,6.99,0,2,5,0,133,0,25,0,0,1 +montafr01,2020,1,OAK,AL,3,5,11,11,0,0,0,159,57,33,10,23,60,0.270,5.60,0,2,1,0,237,0,35,0,2,1 +montera01,2020,1,TEX,AL,0,1,17,0,0,0,8,53,12,8,2,6,19,0.190,4.08,0,0,1,0,72,16,11,1,0,1 +montgjo01,2020,1,NYA,AL,2,3,10,10,0,0,0,132,48,25,7,9,47,0.265,5.11,0,3,2,0,193,0,27,0,0,5 +montgmi01,2020,1,KCA,AL,0,0,3,1,0,0,0,16,6,3,1,1,4,0.286,5.06,0,0,0,0,23,0,5,0,1,0 +moranbr01,2020,1,TOR,AL,0,0,2,0,0,0,0,3,1,0,0,0,1,0.250,0.00,0,0,0,0,4,1,0,0,0,0 +moranbr01,2020,2,MIA,NL,1,0,5,0,0,0,0,11,5,5,1,6,6,0.313,12.27,0,0,0,0,22,1,5,0,0,0 +morejad01,2020,1,SDN,NL,2,2,9,4,0,0,0,58,20,10,7,4,25,0.267,4.66,0,0,0,0,79,0,11,0,0,3 +morgaad01,2020,1,PHI,NL,0,1,17,0,0,0,0,39,14,8,3,6,16,0.269,5.54,0,0,0,0,58,4,8,0,0,2 +morinmi01,2020,1,MIA,NL,1,0,3,0,0,0,0,12,1,0,0,1,2,0.091,0.00,0,0,0,0,12,0,0,0,0,1 +mortoch02,2020,1,TBA,AL,2,2,9,9,0,0,0,114,43,20,4,10,42,0.279,4.74,0,1,4,0,170,0,21,0,2,0 +mujicjo01,2020,1,COL,NL,0,0,2,0,0,0,0,13,10,6,2,2,1,0.476,12.46,0,0,0,0,23,1,7,0,0,1 +murphjr01,2020,1,PIT,NL,0,0,1,0,0,0,0,3,0,0,0,0,0,0.000,0.00,0,0,0,0,3,1,0,0,0,0 +murphpa02,2020,1,TOR,AL,0,0,4,0,0,0,0,18,6,1,0,2,5,0.261,1.50,0,0,0,0,25,2,1,0,0,1 +musgrjo01,2020,1,PIT,NL,1,5,8,8,0,0,0,119,33,17,5,16,55,0.226,3.86,0,1,2,0,166,0,17,0,2,0 +neideni01,2020,1,MIA,NL,0,0,4,0,0,0,0,25,10,5,1,2,4,0.313,5.40,0,0,0,0,34,1,5,0,0,2 +nelsoky01,2020,1,CLE,AL,0,0,1,0,0,0,0,2,3,4,1,1,0,0.600,54.00,0,0,0,0,6,0,4,0,0,0 +nelsoni01,2020,1,NYA,AL,1,0,11,0,0,0,0,62,20,11,4,11,18,0.256,4.79,0,0,0,0,90,4,13,0,1,3 +nerishe01,2020,1,PHI,NL,2,2,24,0,0,0,5,65,24,11,0,13,27,0.267,4.57,2,3,0,1,103,13,15,0,0,1 +neverdo01,2020,1,PIT,NL,0,3,17,0,0,0,0,57,24,15,5,10,23,0.304,7.11,0,2,0,0,89,7,17,0,0,1 +newbeja01,2020,1,KCA,AL,1,0,20,0,0,0,1,66,20,10,3,12,24,0.256,4.09,0,3,2,0,94,6,12,0,2,6 +newcose01,2020,1,ATL,NL,0,2,4,4,0,0,0,41,20,17,4,6,10,0.333,11.20,0,1,3,0,70,0,17,0,1,0 +newsolj01,2020,1,SEA,AL,0,1,5,4,0,0,0,47,20,9,4,1,9,0.303,5.17,0,0,1,0,68,0,9,0,0,0 +nicasju01,2020,1,TEX,AL,0,0,2,0,0,0,0,4,5,6,1,2,1,0.556,40.50,0,0,0,0,11,0,6,0,0,0 +nolaaa01,2020,1,PHI,NL,5,5,12,12,2,1,0,214,54,26,9,23,96,0.205,3.28,2,1,2,0,289,0,31,0,1,5 +norrida01,2020,1,DET,AL,3,1,14,1,0,0,0,83,25,10,2,7,28,0.231,3.25,0,0,0,0,116,1,10,0,0,0 +norwoja01,2020,1,CHN,NL,0,0,3,0,0,0,0,5,4,3,0,1,0,0.500,16.20,0,1,0,0,9,0,3,0,0,1 +novaiv01,2020,1,DET,AL,1,1,4,4,0,0,0,57,22,18,4,9,9,0.278,8.53,0,2,0,0,88,0,18,0,0,0 +odayda01,2020,1,ATL,NL,4,0,19,0,0,0,0,49,8,2,1,5,22,0.136,1.10,0,0,3,0,67,1,3,0,0,0 +odorija01,2020,1,MIN,AL,0,1,4,4,0,0,0,41,16,10,4,3,12,0.291,6.59,0,0,1,0,60,0,10,0,0,0 +ohtansh01,2020,1,LAA,AL,0,1,2,2,0,0,0,5,3,7,0,8,3,0.375,37.80,0,1,0,0,16,0,7,0,0,0 +osichjo01,2020,1,BOS,AL,1,1,13,1,0,0,0,47,16,10,6,5,20,0.250,5.74,0,0,1,0,70,3,10,0,0,0 +osichjo01,2020,2,CHN,NL,0,0,4,0,0,0,0,8,5,3,0,0,4,0.333,10.13,0,0,1,0,16,0,6,0,0,0 +osunaro01,2020,1,HOU,AL,0,0,4,0,0,0,1,13,3,1,0,0,3,0.188,2.08,0,0,0,0,16,2,1,0,0,0 +oswalco01,2020,1,NYN,NL,0,0,4,1,0,0,0,39,14,7,3,2,11,0.269,4.85,0,0,1,0,55,2,7,0,0,0 +ottavad01,2020,1,NYA,AL,2,3,24,0,0,0,0,55,20,12,2,9,25,0.270,5.89,0,1,1,0,85,4,12,0,1,1 +oviedjo01,2020,1,SLN,NL,0,3,5,5,0,0,0,74,24,15,3,10,16,0.253,5.47,0,4,5,0,112,0,18,0,2,3 +paddach01,2020,1,SDN,NL,4,5,12,12,0,0,0,177,60,31,14,12,58,0.262,4.73,0,0,2,0,245,0,33,0,2,6 +paganem01,2020,1,SDN,NL,0,1,22,0,0,0,2,66,14,11,4,9,23,0.182,4.50,0,0,0,0,87,5,11,0,1,2 +palumjo01,2020,1,TEX,AL,0,1,2,0,0,0,0,7,3,3,1,3,5,0.273,11.57,0,0,0,0,14,0,3,0,0,0 +pareden01,2020,1,HOU,AL,3,3,22,0,0,0,0,62,18,7,1,11,20,0.237,3.05,0,0,1,0,90,4,9,1,1,4 +parkebl01,2020,1,PHI,NL,3,0,14,1,0,0,0,48,12,5,2,9,25,0.203,2.81,2,0,0,0,69,4,7,0,1,0 +patinlu01,2020,1,SDN,NL,1,0,11,1,0,0,0,52,18,10,3,14,21,0.257,5.19,0,1,1,0,85,1,10,0,0,0 +paxtoja01,2020,1,NYA,AL,1,1,5,5,0,0,0,61,23,15,4,7,26,0.284,6.64,0,2,1,0,90,0,17,0,1,1 +payamjo01,2020,1,ARI,NL,0,0,2,0,0,0,0,9,2,1,0,3,2,0.200,3.00,0,0,0,0,13,1,2,0,0,1 +pazosja01,2020,1,COL,NL,0,0,6,0,0,0,0,16,10,10,3,5,1,0.435,16.88,0,0,0,0,29,3,10,0,1,1 +peacobr01,2020,1,HOU,AL,0,0,3,0,0,0,0,7,3,2,0,1,3,0.300,7.71,0,0,1,0,12,0,2,0,0,0 +pearsna01,2020,1,TOR,AL,1,0,5,4,0,0,0,54,14,12,5,13,16,0.209,6.00,0,1,0,0,81,0,15,0,1,0 +penafe01,2020,1,LAA,AL,3,0,25,0,0,0,2,80,27,12,2,8,29,0.255,4.05,0,3,1,0,115,5,12,0,0,0 +peralfr01,2020,1,MIL,NL,3,1,15,1,0,0,0,88,22,13,2,12,47,0.204,3.99,0,2,3,1,125,2,14,1,1,0 +peralwa01,2020,1,SFN,NL,1,1,25,0,0,0,0,82,22,10,3,11,25,0.220,3.29,0,0,2,1,114,9,13,0,1,2 +perazjo01,2020,1,BOS,AL,0,0,1,0,0,0,0,1,2,1,0,0,0,0.667,27.00,0,0,0,0,3,0,1,0,0,0 +perdoan01,2020,1,MIL,NL,0,0,3,0,0,0,0,8,3,6,0,7,5,0.273,20.25,1,0,1,1,19,1,7,0,0,1 +perdolu02,2020,1,SDN,NL,0,0,10,1,0,0,0,52,13,11,3,10,16,0.203,5.71,0,0,0,0,74,3,12,0,0,1 +perezci01,2020,1,HOU,AL,0,0,7,0,0,0,0,19,7,2,0,6,8,0.269,2.84,1,0,0,0,32,1,2,0,0,0 +perezhe02,2020,1,TOR,AL,0,0,1,0,0,0,0,5,3,2,1,3,1,0.429,10.80,0,0,0,0,10,0,2,0,0,1 +perezma02,2020,1,BOS,AL,3,5,12,12,0,0,0,186,55,31,8,28,46,0.240,4.50,0,2,3,0,262,0,33,1,1,10 +perezol01,2020,1,CLE,AL,1,1,21,0,0,0,1,54,13,4,0,6,14,0.210,2.00,3,0,3,0,72,2,5,0,1,3 +peterda01,2020,1,NYN,NL,6,2,10,9,0,0,0,149,36,19,5,24,40,0.202,3.44,0,1,3,0,205,0,20,0,0,6 +peterdi01,2020,1,LAA,AL,0,0,1,1,0,0,0,5,3,3,2,0,2,0.333,16.20,0,0,0,0,9,0,4,0,0,0 +petityu01,2020,1,OAK,AL,2,1,26,0,0,0,0,65,19,4,3,5,17,0.232,1.66,0,0,0,0,88,6,4,0,1,0 +phelpda01,2020,1,MIL,NL,2,3,12,0,0,0,0,39,7,4,2,2,20,0.156,2.77,0,1,1,0,48,3,5,0,0,2 +phelpda01,2020,2,PHI,NL,0,1,10,0,0,0,0,23,12,11,5,3,11,0.353,12.91,0,0,0,0,37,1,11,0,0,0 +phillev01,2020,1,BAL,AL,1,1,14,0,0,0,0,43,14,8,1,10,20,0.250,5.02,0,1,3,1,69,3,8,0,0,0 +pinedmi01,2020,1,MIN,AL,2,0,5,5,0,0,0,80,25,10,0,7,25,0.248,3.38,0,0,1,0,111,0,10,0,2,1 +pivetni01,2020,1,PHI,NL,0,0,3,0,0,0,0,17,10,10,3,1,4,0.385,15.88,0,1,1,0,29,0,10,0,1,0 +pivetni01,2020,2,BOS,AL,2,0,2,2,0,0,0,30,8,2,1,5,13,0.216,1.80,0,0,0,0,42,0,2,0,0,1 +plaweke01,2020,1,BOS,AL,0,0,1,0,0,0,0,2,0,0,0,1,0,0.000,0.00,0,0,0,0,3,1,0,0,0,0 +plesaza01,2020,1,CLE,AL,4,2,8,8,0,0,0,166,38,14,8,6,57,0.191,2.28,0,0,1,0,206,0,14,0,0,1 +plutkad01,2020,1,CLE,AL,2,2,10,4,0,0,1,83,30,15,5,7,15,0.280,4.88,0,0,1,0,116,5,15,1,0,5 +pomerdr01,2020,1,SDN,NL,1,0,20,0,0,0,4,56,9,3,1,10,29,0.145,1.45,0,0,0,0,73,5,3,0,1,2 +ponceco01,2020,1,PIT,NL,1,1,5,3,0,0,0,51,12,6,5,6,12,0.200,3.18,0,0,0,0,66,1,7,0,0,2 +ponceda01,2020,1,SLN,NL,1,3,9,8,0,0,0,98,23,18,8,20,45,0.190,4.96,0,0,2,0,143,1,18,0,0,0 +poppese01,2020,1,MIN,AL,0,0,6,0,0,0,0,23,9,4,0,4,10,0.290,4.70,0,3,0,0,35,4,4,0,0,1 +porceri01,2020,1,NYN,NL,1,7,12,12,0,0,0,177,74,37,5,15,54,0.303,5.64,0,1,2,0,261,0,41,0,0,4 +pressry01,2020,1,HOU,AL,1,3,23,0,0,0,12,63,21,8,2,7,29,0.253,3.43,1,1,1,0,91,15,10,0,0,1 +quantca01,2020,1,SDN,NL,2,0,10,1,0,0,1,52,17,5,2,6,18,0.262,2.60,1,0,2,0,74,1,6,1,0,2 +quantca01,2020,2,CLE,AL,0,0,8,2,0,0,0,44,14,3,2,2,13,0.246,1.84,0,0,1,0,61,1,6,0,0,3 +quezajo01,2020,1,MIA,NL,0,0,3,0,0,0,0,9,4,3,1,1,2,0.364,9.00,0,0,0,0,12,2,3,0,0,2 +quijajo01,2020,1,LAA,AL,0,1,6,0,0,0,0,11,6,3,1,2,6,0.375,7.36,0,0,1,0,20,1,4,0,1,0 +quintjo01,2020,1,CHN,NL,0,0,4,1,0,0,0,30,10,5,1,3,12,0.263,4.50,0,1,0,0,41,0,5,0,0,1 +raineta01,2020,1,WAS,NL,1,1,20,0,0,0,0,61,8,6,4,7,32,0.119,2.66,1,3,1,1,75,1,6,0,0,1 +raleybr01,2020,1,CIN,NL,0,0,4,0,0,0,0,12,5,4,0,2,6,0.294,9.00,0,0,3,0,22,2,4,0,0,0 +raleybr01,2020,2,HOU,AL,0,1,17,0,0,0,1,48,8,7,3,4,21,0.143,3.94,0,0,1,0,62,5,8,1,0,0 +ramirer02,2020,1,NYN,NL,0,0,6,0,0,0,1,43,8,1,1,4,9,0.163,0.63,0,0,0,0,53,3,1,0,0,2 +ramirni01,2020,1,DET,AL,0,0,5,0,0,0,0,32,8,7,3,4,11,0.200,5.91,0,0,1,0,46,1,7,0,1,0 +ramirno01,2020,1,LAA,AL,1,0,21,0,0,0,0,63,15,7,2,9,14,0.203,3.00,2,1,1,0,85,3,7,0,1,2 +ramirro02,2020,1,SLN,NL,0,0,1,0,0,0,0,2,6,6,4,1,1,0.857,81.00,0,1,0,0,8,0,6,0,0,0 +ramiryo01,2020,1,SEA,AL,0,0,16,0,0,0,3,62,9,6,3,20,26,0.130,2.61,1,2,4,0,94,7,6,0,1,0 +ramosaj01,2020,1,COL,NL,0,0,3,0,0,0,0,8,4,1,1,3,1,0.333,3.38,0,0,0,0,15,0,1,0,0,0 +rasmudr01,2020,1,MIL,NL,1,0,12,0,0,0,0,46,17,10,3,9,21,0.274,5.87,0,0,0,0,71,3,10,0,0,0 +rayro02,2020,1,ARI,NL,1,4,7,7,0,0,0,93,31,27,9,31,43,0.258,7.84,1,6,1,0,154,0,27,0,2,2 +rayro02,2020,2,TOR,AL,1,1,5,4,0,0,0,62,22,11,4,14,25,0.265,4.79,0,0,0,0,97,0,13,0,0,0 +reaco01,2020,1,CHN,NL,1,1,9,2,0,0,0,42,15,9,3,2,10,0.254,5.79,0,0,0,0,62,3,9,0,1,0 +reedco01,2020,1,CIN,NL,0,1,9,0,0,0,0,28,10,6,2,8,10,0.270,5.79,0,1,1,0,46,4,6,0,0,1 +reedco01,2020,2,TBA,AL,0,0,2,0,0,0,0,8,1,0,0,0,2,0.111,0.00,0,0,0,0,9,1,0,0,0,0 +reidfse01,2020,1,TOR,AL,1,0,5,0,0,0,0,20,3,1,0,6,6,0.125,1.35,1,0,0,0,30,2,3,0,0,0 +reyesal02,2020,1,SLN,NL,2,1,15,1,0,0,1,59,14,7,1,14,27,0.197,3.20,1,2,0,0,86,5,10,1,0,1 +richaga01,2020,1,SDN,NL,2,2,14,10,0,0,0,154,47,23,7,17,46,0.244,4.03,0,3,2,0,213,2,23,0,1,3 +richatr01,2020,1,TBA,AL,0,0,9,4,0,0,0,96,44,21,6,11,27,0.321,5.91,0,1,0,0,150,1,24,1,1,4 +riosya01,2020,1,PIT,NL,0,0,3,0,0,0,0,12,3,4,0,2,3,0.214,9.00,0,0,1,0,17,1,4,0,0,1 +roarkta01,2020,1,TOR,AL,2,3,11,11,0,0,0,143,60,36,14,23,41,0.309,6.80,0,2,2,0,220,0,39,0,1,7 +robleha01,2020,1,LAA,AL,0,2,18,0,0,0,1,50,19,19,4,10,20,0.284,10.26,0,1,1,0,80,5,20,1,1,0 +rodonca01,2020,1,CHA,AL,0,2,4,2,0,0,0,23,9,7,1,3,6,0.290,8.22,0,1,1,0,35,0,7,0,0,1 +rodride01,2020,1,SFN,NL,0,0,2,0,0,0,0,12,10,6,2,3,2,0.476,13.50,0,0,0,0,24,0,6,0,0,0 +rodrijo04,2020,1,TEX,AL,0,0,12,0,0,0,0,38,8,3,0,5,17,0.174,2.13,0,1,0,0,52,2,3,1,0,0 +rodrijo06,2020,1,LAA,AL,0,0,1,0,0,0,0,5,2,0,0,1,0,0.286,0.00,0,0,0,0,8,0,0,0,0,0 +rodrini01,2020,1,HOU,AL,0,1,5,0,0,0,0,26,15,6,3,6,8,0.385,6.23,1,1,0,0,46,3,7,0,1,1 +rodriri05,2020,1,PIT,NL,3,2,24,0,0,0,4,70,15,7,3,5,34,0.179,2.70,0,3,2,0,93,15,8,0,1,1 +roech01,2020,1,TBA,AL,2,0,10,0,0,0,1,28,10,3,0,3,9,0.294,2.89,0,0,1,0,39,4,4,0,1,2 +rogerta01,2020,1,MIN,AL,2,4,21,0,0,0,9,60,26,9,2,4,24,0.302,4.05,0,1,1,0,91,16,14,0,0,1 +rogertr01,2020,1,MIA,NL,1,2,7,7,0,0,0,84,32,19,5,13,39,0.283,6.11,0,0,2,1,130,0,20,0,2,2 +rogerty01,2020,1,SFN,NL,3,3,29,0,0,0,3,84,31,14,2,6,27,0.277,4.50,0,0,4,0,123,6,16,1,0,3 +romanjo03,2020,1,TOR,AL,2,1,15,0,0,0,2,44,8,2,2,5,21,0.154,1.23,0,0,0,0,57,3,3,0,0,0 +romansa01,2020,1,CIN,NL,1,0,2,0,0,0,0,4,0,0,0,0,0,0.000,0.00,0,0,0,0,4,1,0,0,0,0 +romerjo01,2020,1,PHI,NL,0,0,12,0,0,0,0,32,13,9,1,2,10,0.310,7.59,0,0,2,0,47,2,10,1,0,2 +romerse01,2020,1,WAS,NL,0,0,3,0,0,0,0,8,5,4,1,3,5,0.333,13.50,0,1,0,0,18,0,4,0,0,0 +romose01,2020,1,MIN,AL,1,2,24,0,0,0,5,60,16,9,3,7,23,0.211,4.05,0,0,3,0,87,7,9,0,1,0 +rondohe01,2020,1,ARI,NL,1,0,23,0,0,0,0,60,25,17,6,11,23,0.298,7.65,2,3,1,0,97,5,18,0,1,0 +rosarra01,2020,1,KCA,AL,0,1,4,0,0,0,0,10,7,3,1,3,4,0.438,8.10,0,1,1,0,21,1,3,0,1,0 +rosentr01,2020,1,KCA,AL,0,0,14,0,0,0,7,41,9,5,2,7,21,0.188,3.29,0,0,1,1,56,9,5,0,0,2 +rosentr01,2020,2,SDN,NL,1,0,9,0,0,0,4,30,3,0,0,1,17,0.091,0.00,0,0,0,0,35,9,1,0,1,0 +rossora01,2020,1,PHI,NL,0,1,7,1,0,0,0,29,9,7,1,8,11,0.243,6.52,0,3,1,1,46,3,7,0,0,1 +ruizjo01,2020,1,CHA,AL,0,0,5,0,0,0,0,12,2,1,1,0,5,0.143,2.25,0,0,0,0,14,4,1,0,0,0 +rusinch01,2020,1,ATL,NL,0,0,1,0,0,0,0,10,6,3,1,3,3,0.429,8.10,0,0,0,0,17,0,3,0,0,0 +ryanky01,2020,1,CHN,NL,1,0,18,0,0,0,1,47,16,9,5,6,11,0.267,5.17,0,0,0,0,66,2,9,0,0,2 +ryuhy01,2020,1,TOR,AL,5,2,12,12,0,0,0,201,60,20,6,17,72,0.234,2.69,0,1,1,0,275,0,22,1,0,7 +sadleca02,2020,1,CHN,NL,0,0,10,0,0,0,0,28,8,6,2,8,9,0.229,5.79,0,3,0,0,44,1,6,1,0,2 +sadleca02,2020,2,SEA,AL,1,2,7,0,0,0,0,30,7,5,1,4,12,0.184,4.50,0,2,0,0,42,1,7,0,0,0 +samarje01,2020,1,SFN,NL,0,2,4,4,0,0,0,50,21,18,7,4,6,0.296,9.72,0,0,2,0,77,0,19,0,0,0 +sanabca01,2020,1,HOU,AL,0,0,2,0,0,0,0,6,3,2,1,3,2,0.333,9.00,0,2,0,0,12,2,2,0,0,0 +sanchan01,2020,1,WAS,NL,4,5,11,11,0,0,0,159,70,39,11,18,43,0.313,6.62,2,0,3,2,245,0,40,0,0,4 +sanchca01,2020,1,CHA,AL,0,0,1,0,0,0,0,3,2,1,1,0,0,0.500,9.00,0,0,0,0,4,1,1,0,0,0 +sanchri01,2020,1,SLN,NL,0,0,3,0,0,0,0,16,5,4,1,5,4,0.250,6.75,0,0,1,1,27,1,4,0,1,0 +sanchsi01,2020,1,MIA,NL,3,2,7,7,1,0,0,117,36,15,3,11,33,0.250,3.46,1,1,2,0,158,0,15,0,1,3 +sandopa02,2020,1,LAA,AL,1,5,9,6,0,0,0,110,37,23,10,12,33,0.252,5.65,0,2,0,0,159,0,26,0,0,5 +santade01,2020,1,LAN,NL,1,2,12,0,0,0,0,51,15,10,4,7,18,0.234,5.29,0,1,2,0,73,7,11,0,0,2 +santoan02,2020,1,COL,NL,0,1,3,1,0,0,0,18,14,11,1,4,4,0.483,16.50,0,0,2,0,35,0,11,0,0,2 +sborzjo01,2020,1,LAN,NL,0,0,4,0,0,0,0,13,2,1,1,1,2,0.133,2.08,0,0,0,0,16,3,1,0,0,0 +scherma01,2020,1,WAS,NL,5,4,12,12,1,0,0,202,70,28,10,23,92,0.260,3.74,1,6,1,0,295,0,30,0,2,2 +schmicl01,2020,1,NYA,AL,0,1,3,1,0,0,0,19,7,5,0,5,7,0.269,7.11,0,1,2,0,33,2,5,0,0,0 +schrejo01,2020,1,DET,AL,0,1,15,0,0,0,0,47,19,11,2,4,14,0.297,6.32,1,0,1,0,70,2,11,0,1,0 +schroma01,2020,1,SLN,NL,0,0,1,0,0,0,0,3,0,0,0,0,0,0.000,0.00,0,0,0,0,3,1,0,0,0,0 +scottta01,2020,1,BAL,AL,0,0,25,0,0,0,1,62,12,3,1,10,23,0.164,1.31,0,4,3,0,86,6,5,0,0,2 +scruban01,2020,1,HOU,AL,1,0,20,0,0,0,1,71,15,5,1,20,24,0.190,1.90,1,1,0,0,102,4,5,1,2,2 +selmasa01,2020,1,SFN,NL,1,1,24,0,0,0,1,58,13,8,2,9,23,0.186,3.72,0,2,2,0,82,8,8,1,0,1 +senzaan01,2020,1,COL,NL,5,3,12,12,1,0,0,220,71,28,9,18,41,0.254,3.44,0,0,4,0,303,0,29,0,2,9 +sewalpa01,2020,1,NYN,NL,0,0,5,0,0,0,0,18,12,9,1,4,2,0.414,13.50,0,0,1,0,35,1,9,0,1,0 +shafeju01,2020,1,MIA,NL,0,0,5,0,0,0,0,17,8,8,2,4,5,0.333,12.71,0,0,1,0,30,0,8,0,1,0 +sharpst01,2020,1,MIA,NL,0,0,4,0,0,0,0,16,7,6,1,5,3,0.304,10.13,0,0,1,0,29,0,7,0,0,1 +shawbr01,2020,1,SEA,AL,1,0,6,0,0,0,0,18,13,12,1,6,4,0.433,18.00,0,0,1,0,38,1,12,0,1,1 +sheffju01,2020,1,SEA,AL,4,3,10,10,0,0,0,166,52,22,2,20,48,0.251,3.58,0,1,3,0,232,0,23,0,2,4 +sherrry01,2020,1,TBA,AL,1,0,10,0,0,0,1,29,6,0,0,2,2,0.188,0.00,0,0,0,0,34,3,0,0,0,3 +shoemma01,2020,1,TOR,AL,0,1,6,6,0,0,0,86,22,15,8,9,26,0.210,4.71,0,0,0,0,115,0,16,1,0,4 +shrevch01,2020,1,NYN,NL,1,0,17,0,0,0,0,75,17,11,4,12,34,0.191,3.96,0,0,0,0,102,1,12,0,1,2 +simslu01,2020,1,CIN,NL,3,0,20,0,0,0,0,77,13,7,3,11,34,0.146,2.45,0,0,3,0,103,5,10,0,0,2 +singebr01,2020,1,KCA,AL,4,5,12,12,0,0,0,193,52,29,8,23,61,0.220,4.06,0,5,2,1,263,0,29,0,2,4 +skubata01,2020,1,DET,AL,1,4,8,7,0,0,0,96,28,20,9,11,37,0.235,5.63,0,0,2,0,134,0,21,0,2,4 +slegeaa01,2020,1,TBA,AL,0,0,11,1,0,0,2,78,18,10,1,5,19,0.194,3.46,2,0,2,0,101,3,10,1,0,3 +smeltde01,2020,1,MIN,AL,2,0,7,1,0,0,0,48,19,12,2,5,15,0.292,6.75,0,0,1,0,72,2,12,1,0,0 +smithbu03,2020,1,OAK,AL,2,0,6,0,0,0,1,36,7,3,1,1,13,0.163,2.25,0,0,0,0,44,3,3,0,0,0 +smithca03,2020,1,MIA,NL,0,0,1,1,0,0,0,9,1,1,1,6,3,0.111,3.00,0,0,0,0,15,0,1,0,0,0 +smithca03,2020,2,ARI,NL,0,0,4,3,0,0,0,33,5,3,2,6,12,0.128,2.45,0,0,0,0,45,0,3,0,0,0 +smithdr01,2020,1,NYN,NL,0,1,8,0,0,0,0,21,6,5,2,2,7,0.222,6.43,1,1,0,0,29,3,6,0,0,0 +smithjo07,2020,1,MIA,NL,1,1,16,1,0,0,1,79,33,20,3,11,18,0.314,6.84,2,0,1,0,121,2,21,1,3,1 +smithjo08,2020,1,MIA,NL,0,0,2,0,0,0,0,5,2,2,1,1,4,0.286,10.80,0,0,2,0,10,0,2,0,0,0 +smithri01,2020,1,ARI,NL,2,0,6,0,0,0,0,55,15,3,1,5,18,0.234,1.47,0,0,0,0,70,5,3,1,0,3 +smithwi04,2020,1,ATL,NL,2,2,18,0,0,0,0,48,11,8,7,4,18,0.190,4.50,0,0,0,0,62,1,8,0,0,1 +smylydr01,2020,1,SFN,NL,0,1,7,5,0,0,0,79,20,10,2,9,42,0.198,3.42,0,1,0,0,111,0,11,0,1,0 +sneedcy01,2020,1,HOU,AL,0,3,18,0,0,0,0,52,22,11,3,10,21,0.310,5.71,2,1,0,0,83,8,15,2,0,0 +snellbl01,2020,1,TBA,AL,4,2,11,11,0,0,0,150,42,18,10,18,63,0.228,3.24,0,7,0,0,203,0,19,1,0,4 +sobotch01,2020,1,ATL,NL,0,0,4,0,0,0,0,11,6,5,0,2,2,0.333,12.27,0,2,0,0,20,3,5,0,0,0 +soriajo01,2020,1,OAK,AL,2,2,22,0,0,0,2,67,18,7,1,10,24,0.217,2.82,3,0,0,0,96,4,8,0,3,0 +sorokmi01,2020,1,ATL,NL,0,1,3,3,0,0,0,41,11,6,0,7,8,0.224,3.95,0,1,1,0,57,0,7,0,0,2 +sotogr01,2020,1,DET,AL,0,1,27,0,0,0,2,69,16,11,2,13,29,0.193,4.30,0,3,2,0,98,6,11,0,0,2 +sparkgl01,2020,1,KCA,AL,0,0,4,0,0,0,0,15,9,3,0,1,2,0.360,5.40,0,0,0,0,27,0,6,0,1,0 +speiega01,2020,1,KCA,AL,0,1,8,0,0,0,0,17,9,5,1,4,6,0.346,7.94,0,0,0,0,30,3,5,0,0,0 +sprinje01,2020,1,BOS,AL,0,2,16,0,0,0,0,61,30,16,5,7,28,0.333,7.08,1,2,1,0,99,8,18,0,1,1 +stammcr01,2020,1,SDN,NL,4,2,24,0,0,0,0,72,27,15,2,4,20,0.278,5.63,0,0,2,0,105,6,16,2,0,3 +stanery01,2020,1,MIA,NL,0,0,9,0,0,0,0,30,11,8,3,8,11,0.275,7.20,1,0,0,0,48,3,8,0,0,1 +stashco01,2020,1,MIN,AL,1,0,11,0,0,0,0,45,11,5,2,3,17,0.204,3.00,0,1,0,0,57,1,5,0,0,1 +staumjo01,2020,1,KCA,AL,2,1,26,0,0,0,0,77,20,7,2,16,37,0.215,2.45,0,1,3,0,112,3,8,0,0,1 +stephro01,2020,1,CIN,NL,0,0,10,0,0,0,0,30,11,11,8,3,13,0.282,9.90,0,0,1,0,43,4,11,0,0,0 +stievjo01,2020,1,CHA,AL,0,1,2,2,0,0,0,19,7,7,4,4,3,0.280,9.95,0,0,0,0,29,0,7,0,0,0 +stockro01,2020,1,BOS,AL,0,1,10,0,0,0,0,40,16,7,0,10,14,0.320,4.73,0,3,0,0,62,4,9,1,1,3 +strahma01,2020,1,SDN,NL,0,1,19,0,0,0,0,62,14,6,3,4,15,0.189,2.61,0,1,5,0,83,2,6,0,0,1 +strasst01,2020,1,WAS,NL,0,1,2,2,0,0,0,15,8,6,1,1,2,0.364,10.80,0,0,0,0,23,0,6,0,0,1 +stratch01,2020,1,PIT,NL,2,1,27,0,0,0,0,90,26,13,3,13,39,0.224,3.90,0,1,0,0,131,3,19,0,2,0 +strichu01,2020,1,NYN,NL,0,1,4,0,0,0,0,10,5,3,0,1,4,0.333,8.10,0,0,0,0,16,2,4,0,0,0 +stripro01,2020,1,LAN,NL,3,1,7,7,0,0,0,101,38,21,12,11,27,0.279,5.61,0,1,1,0,150,0,26,2,0,3 +stripro01,2020,2,TOR,AL,0,2,5,2,0,0,1,47,18,11,1,7,13,0.286,6.32,0,0,0,0,70,1,11,0,0,0 +stroppe01,2020,1,CIN,NL,0,0,4,0,0,0,0,7,1,1,0,6,3,0.125,3.86,0,1,0,0,15,0,3,0,1,0 +suarean01,2020,1,SFN,NL,0,0,6,0,0,0,0,29,9,4,1,6,5,0.250,3.72,0,1,0,0,42,1,4,0,0,2 +suarejo01,2020,1,LAA,AL,0,2,2,2,0,0,0,7,10,10,1,5,2,0.588,38.57,0,1,1,0,23,0,10,0,0,0 +suarera01,2020,1,PHI,NL,0,1,3,0,0,0,0,12,10,9,1,4,1,0.476,20.25,0,0,1,0,26,1,9,0,0,1 +suerowa01,2020,1,WAS,NL,2,0,22,0,0,0,0,71,20,10,1,10,28,0.227,3.80,2,2,3,0,102,2,10,0,1,3 +sulseco01,2020,1,BAL,AL,1,5,19,0,0,0,5,68,17,14,2,17,19,0.210,5.56,1,1,0,0,100,9,18,2,0,3 +suterbr01,2020,1,MIL,NL,2,0,16,4,0,0,0,95,30,11,4,5,38,0.244,3.13,0,0,1,0,129,1,13,0,0,2 +swanser01,2020,1,SEA,AL,0,2,9,0,0,0,0,23,11,11,3,2,9,0.344,12.91,0,1,2,0,37,2,12,0,1,1 +tanakma01,2020,1,NYA,AL,3,3,10,10,0,0,0,144,48,19,9,8,44,0.257,3.56,0,0,2,0,197,0,25,0,0,1 +tapiado01,2020,1,BOS,AL,0,0,5,0,0,0,0,13,4,1,1,2,4,0.235,2.08,0,0,0,0,19,0,1,0,0,0 +tarplst01,2020,1,MIA,NL,2,2,12,0,0,0,1,33,11,11,2,8,11,0.282,9.00,2,0,3,0,53,3,12,2,1,2 +tatedi01,2020,1,BAL,AL,1,1,12,0,0,0,0,50,9,6,1,5,14,0.164,3.24,0,1,2,1,64,1,7,0,2,1 +taylobl01,2020,1,HOU,AL,2,1,22,0,0,0,1,62,13,5,2,12,17,0.173,2.18,1,1,0,1,87,5,7,0,0,2 +taylojo02,2020,1,BOS,AL,1,1,8,0,0,0,0,22,7,8,2,5,7,0.233,9.82,0,0,1,0,36,1,8,0,0,0 +teherju01,2020,1,LAA,AL,0,4,10,9,0,0,0,94,39,35,12,16,20,0.305,10.05,0,1,2,0,149,0,35,0,3,1 +teperry01,2020,1,CHN,NL,0,1,21,0,0,0,0,62,17,9,2,12,31,0.227,3.92,0,1,1,0,89,1,9,0,1,1 +thielca01,2020,1,MIN,AL,2,1,17,0,0,0,0,60,14,5,0,9,22,0.192,2.25,0,2,0,0,82,3,6,0,0,1 +thompry02,2020,1,TBA,AL,1,2,25,1,0,0,1,79,29,13,4,8,23,0.274,4.44,0,0,0,1,114,3,15,0,0,4 +thorntr01,2020,1,TOR,AL,0,0,3,3,0,0,0,17,15,7,0,3,6,0.517,11.12,0,0,0,0,33,0,7,0,1,1 +thornty01,2020,1,CIN,NL,0,0,7,0,0,0,0,21,6,3,0,5,10,0.222,3.86,0,1,0,0,32,2,3,0,0,0 +thorple01,2020,1,MIN,AL,0,1,7,1,0,0,0,49,24,11,4,10,10,0.358,6.06,0,0,0,0,77,3,12,0,0,4 +tinocje01,2020,1,MIA,NL,0,0,3,0,0,0,0,15,0,0,0,3,3,0.000,0.00,0,0,0,0,15,1,0,0,0,2 +tinocje01,2020,2,COL,NL,0,0,3,0,0,0,0,11,3,1,0,4,3,0.231,2.45,0,2,0,0,17,2,1,0,0,1 +tomlijo01,2020,1,ATL,NL,2,2,17,5,0,0,0,119,40,21,6,8,36,0.263,4.76,2,1,1,0,163,2,22,1,1,5 +topaju01,2020,1,MIL,NL,0,1,6,0,0,0,0,23,7,2,1,0,12,0.233,2.35,0,0,0,0,30,2,3,0,0,0 +toussto01,2020,1,ATL,NL,0,2,7,5,0,0,0,73,27,24,7,16,30,0.276,8.88,0,2,5,0,120,0,28,1,0,1 +treinbl01,2020,1,LAN,NL,3,3,27,0,0,0,1,77,23,11,1,8,22,0.240,3.86,1,2,2,0,107,3,15,0,1,2 +triggan01,2020,1,SFN,NL,0,1,1,0,0,0,0,1,0,3,0,3,0,0.000,81.00,0,0,0,0,4,0,3,0,0,0 +triggan01,2020,2,BOS,AL,0,1,4,2,0,0,0,24,8,4,3,3,7,0.250,4.50,0,0,0,0,35,1,4,0,0,0 +trivilo01,2020,1,OAK,AL,0,0,20,0,0,0,0,70,16,10,3,10,26,0.193,3.86,0,1,0,0,93,9,10,0,0,3 +tropeni01,2020,1,PIT,NL,1,0,7,0,0,0,0,47,14,2,1,4,19,0.233,1.15,0,1,1,0,66,2,2,0,0,1 +turleni01,2020,1,PIT,NL,0,3,25,0,0,0,1,65,13,12,1,11,20,0.173,4.98,1,1,3,1,92,3,13,0,3,1 +turnbsp01,2020,1,DET,AL,4,4,11,11,0,0,0,170,47,25,2,29,51,0.226,3.97,1,0,2,0,242,0,25,2,1,6 +underdu01,2020,1,CHN,NL,1,0,17,0,0,0,0,62,25,13,5,6,27,0.313,5.66,1,2,1,0,88,3,13,0,1,2 +urenajo01,2020,1,MIA,NL,0,3,5,5,0,0,0,70,22,14,4,13,15,0.247,5.40,0,1,2,0,104,0,15,0,0,3 +uriasju01,2020,1,LAN,NL,3,0,11,10,0,0,0,165,45,20,5,18,45,0.220,3.27,0,2,0,0,224,0,20,0,1,5 +urquijo01,2020,1,HOU,AL,1,1,5,5,0,0,0,89,22,9,4,8,17,0.206,2.73,0,0,1,0,116,0,9,0,0,3 +valdece01,2020,1,BAL,AL,1,1,9,0,0,0,3,43,7,2,0,3,12,0.143,1.26,0,1,0,0,53,7,3,0,1,0 +valdefr01,2020,1,HOU,AL,5,3,11,10,0,0,0,212,63,28,5,16,76,0.240,3.57,0,6,5,1,288,0,32,1,3,9 +valdeph01,2020,1,BOS,AL,1,1,24,0,0,0,0,91,33,11,3,16,30,0.282,3.26,0,0,3,0,137,5,16,0,1,3 +velasvi01,2020,1,PHI,NL,1,1,9,7,0,0,0,102,36,21,5,17,46,0.269,5.56,1,0,3,0,154,0,21,0,0,1 +vendipa01,2020,1,MIA,NL,0,0,3,0,0,0,0,13,1,0,0,0,5,0.077,0.00,0,0,2,0,15,2,0,0,0,1 +verlaju01,2020,1,HOU,AL,1,0,1,1,0,0,0,18,3,2,2,1,7,0.150,3.00,0,0,0,0,21,0,2,0,0,1 +vesiaal01,2020,1,MIA,NL,0,1,5,0,0,0,0,13,7,9,3,7,5,0.350,18.69,0,0,0,0,27,0,10,0,0,0 +vinceni01,2020,1,MIA,NL,1,2,21,0,0,0,3,67,23,11,5,6,17,0.271,4.43,0,0,1,0,92,8,11,0,0,4 +volqued01,2020,1,TEX,AL,2,1,7,0,0,0,0,17,6,4,0,2,3,0.261,6.35,0,0,1,0,26,3,4,0,0,0 +vothau01,2020,1,WAS,NL,2,5,11,11,1,0,0,149,57,35,14,18,44,0.281,6.34,2,1,4,0,225,0,36,0,0,4 +wachami01,2020,1,NYN,NL,1,4,8,7,0,0,0,102,46,25,9,7,37,0.313,6.62,0,2,2,0,156,0,26,0,0,1 +waddebr01,2020,1,PIT,NL,0,0,2,0,0,0,0,10,2,1,0,2,2,0.167,2.70,0,0,0,0,14,1,1,0,0,0 +wagueja01,2020,1,TOR,AL,0,0,11,0,0,0,0,53,27,16,2,9,16,0.346,8.15,0,0,2,0,90,2,20,0,1,1 +wahlbo01,2020,1,MIL,NL,0,1,3,0,0,0,0,7,4,3,2,0,1,0.400,11.57,0,0,0,0,11,1,3,1,0,0 +wainwad01,2020,1,SLN,NL,5,3,10,10,2,0,0,197,54,23,9,15,54,0.221,3.15,0,0,2,0,262,0,25,0,1,6 +waldema01,2020,1,BOS,AL,0,2,15,0,0,0,1,40,23,14,5,9,10,0.371,9.45,0,1,0,0,71,4,18,0,0,2 +walkene01,2020,1,PHI,NL,0,0,1,0,0,0,0,2,0,0,0,1,0,0.000,0.00,0,0,0,0,3,1,0,0,0,0 +walketa01,2020,1,SEA,AL,2,2,5,5,0,0,0,81,21,12,5,8,25,0.210,4.00,0,0,3,0,112,0,13,0,1,2 +walketa01,2020,2,TOR,AL,2,1,6,6,0,0,0,79,22,4,3,11,25,0.218,1.37,0,1,1,0,113,0,10,0,0,1 +watsoto01,2020,1,SFN,NL,1,0,21,0,0,0,2,54,13,5,3,3,15,0.191,2.50,0,0,1,0,73,4,8,0,1,1 +weavelu01,2020,1,ARI,NL,1,9,12,12,0,0,0,156,63,38,10,18,55,0.292,6.58,0,0,1,0,236,0,39,0,1,1 +webbja01,2020,1,ATL,NL,0,0,8,0,0,0,0,30,7,0,0,5,10,0.200,0.00,1,0,0,0,40,4,2,0,0,3 +webblo01,2020,1,SFN,NL,3,4,13,11,0,0,0,163,61,33,4,24,46,0.288,5.47,1,3,7,0,246,0,38,0,1,8 +webbty01,2020,1,SLN,NL,1,1,21,0,0,0,1,65,17,5,2,7,19,0.218,2.08,0,1,0,0,87,5,5,1,1,3 +weberry01,2020,1,BOS,AL,1,3,17,5,0,0,0,129,44,21,8,14,27,0.265,4.40,0,1,3,0,185,3,23,1,1,6 +weemsjo01,2020,1,OAK,AL,0,0,9,0,0,0,0,42,10,5,1,7,18,0.200,3.21,0,2,0,0,58,4,5,0,1,1 +weigepa01,2020,1,ATL,NL,0,0,1,0,0,0,0,2,2,2,0,3,0,0.667,27.00,0,1,0,0,7,0,2,0,1,0 +wendejb01,2020,1,OAK,AL,1,1,21,0,0,0,0,75,17,5,2,11,31,0.183,1.80,0,2,0,0,106,6,8,0,1,4 +wheelza01,2020,1,PHI,NL,4,2,11,11,0,0,0,213,67,23,3,16,53,0.254,2.92,2,0,7,0,288,0,26,1,0,13 +whitemi03,2020,1,LAN,NL,1,0,2,0,0,0,0,9,1,0,0,1,2,0.100,0.00,0,0,0,0,11,2,0,0,0,0 +whitlko01,2020,1,SLN,NL,0,0,4,0,0,0,0,14,2,1,1,1,5,0.125,1.93,0,0,0,0,17,1,1,0,0,0 +wickro01,2020,1,CHN,NL,0,1,19,0,0,0,4,52,18,6,1,6,20,0.265,3.12,1,0,0,0,74,6,6,0,0,1 +widenta01,2020,1,ARI,NL,0,1,12,0,0,0,0,60,14,10,5,12,22,0.192,4.50,1,0,3,0,88,4,10,0,0,1 +wieckbr01,2020,1,CHN,NL,0,0,1,0,0,0,0,3,1,2,1,1,2,0.250,18.00,0,0,0,0,5,0,2,0,0,0 +willide03,2020,1,MIL,NL,4,1,22,0,0,0,0,81,8,1,1,9,53,0.090,0.33,0,3,1,0,100,1,4,0,0,2 +willita01,2020,1,SEA,AL,1,1,14,0,0,0,6,41,12,9,1,7,19,0.231,5.93,1,6,3,1,62,9,9,0,0,1 +willita01,2020,2,SDN,NL,0,0,1,0,0,0,0,3,2,1,0,0,1,0.400,9.00,0,0,0,0,5,0,1,0,0,0 +willitr01,2020,1,PIT,NL,2,8,11,11,0,0,0,166,66,38,15,21,49,0.296,6.18,0,1,4,0,252,0,42,1,3,2 +wilsobr02,2020,1,ATL,NL,1,0,6,2,0,0,1,47,18,7,2,9,15,0.286,4.02,0,0,1,0,73,2,7,0,0,2 +wilsoju10,2020,1,NYN,NL,2,1,23,0,0,0,0,59,18,8,1,9,23,0.240,3.66,1,3,1,0,86,2,10,1,0,2 +winklda01,2020,1,CHN,NL,0,0,18,0,0,0,0,55,11,6,3,11,18,0.175,2.95,0,0,1,1,76,4,7,1,0,3 +wislema01,2020,1,MIN,AL,0,1,18,4,0,0,1,76,15,3,2,14,35,0.165,1.07,0,1,2,1,107,3,3,0,0,0 +wittgni01,2020,1,CLE,AL,2,0,25,0,0,0,0,71,18,9,4,6,28,0.209,3.42,2,0,5,0,98,6,9,1,0,2 +wojcias01,2020,1,BAL,AL,1,3,10,7,0,0,0,111,45,28,11,15,31,0.308,6.81,0,0,1,0,168,2,29,0,4,6 +woodal02,2020,1,LAN,NL,0,1,9,2,0,0,0,38,17,9,2,6,15,0.304,6.39,1,1,3,0,65,2,11,0,0,0 +woodfja01,2020,1,SLN,NL,1,0,12,1,0,0,0,63,20,13,7,5,16,0.253,5.57,0,1,0,0,85,4,13,0,1,3 +woodrbr01,2020,1,MIL,NL,3,5,13,13,1,0,0,221,55,25,9,18,91,0.204,3.05,0,1,4,0,293,0,26,0,1,5 +workmbr01,2020,1,BOS,AL,0,0,7,0,0,0,4,20,8,3,0,4,8,0.296,4.05,0,0,0,0,31,6,3,0,0,1 +workmbr01,2020,2,PHI,NL,1,4,14,0,0,0,5,39,23,10,4,9,15,0.377,6.92,2,0,0,0,70,9,11,0,0,0 +wrighky01,2020,1,ATL,NL,2,4,8,8,0,0,0,114,35,22,7,24,30,0.243,5.21,1,1,0,0,168,0,23,0,0,6 +yacabji01,2020,1,SEA,AL,0,1,2,1,0,0,0,7,2,1,0,3,1,0.222,3.86,0,0,1,0,13,1,1,0,0,0 +yajurmi01,2020,1,NYA,AL,0,0,3,0,0,0,0,21,3,1,1,5,8,0.130,1.29,0,1,1,0,29,3,1,0,0,0 +yamagsh01,2020,1,TOR,AL,2,4,17,0,0,0,0,77,28,23,6,17,26,0.283,8.06,0,2,2,1,120,7,25,0,2,3 +yamamjo01,2020,1,MIA,NL,0,1,4,3,0,0,0,34,27,23,8,7,13,0.458,18.26,0,0,0,0,67,0,24,0,1,1 +yarbrry01,2020,1,TBA,AL,1,4,11,9,0,0,0,167,54,22,5,12,44,0.256,3.56,1,2,7,0,234,0,22,2,2,2 +yardler01,2020,1,MIL,NL,2,0,24,0,0,0,0,70,19,4,2,10,19,0.224,1.54,0,0,1,0,97,4,6,0,1,5 +yateski01,2020,1,SDN,NL,0,1,6,0,0,0,2,13,7,6,1,4,8,0.350,12.46,0,2,0,0,25,3,6,0,1,0 +ynoahu01,2020,1,ATL,NL,0,0,9,5,0,0,0,65,23,14,2,13,17,0.277,5.82,1,2,2,1,100,1,14,0,2,3 +youngal01,2020,1,ARI,NL,2,4,15,7,0,0,0,139,51,28,11,14,39,0.277,5.44,0,1,1,0,204,0,30,0,5,4 +zeuchtj01,2020,1,TOR,AL,1,0,3,1,0,0,0,34,9,2,1,4,3,0.209,1.59,0,0,0,0,47,1,2,0,0,0 +zimmebr02,2020,1,BAL,AL,0,0,2,1,0,0,0,21,6,6,2,2,7,0.222,7.71,0,2,2,0,31,1,6,0,0,1 +zimmejo02,2020,1,DET,AL,0,0,3,2,0,0,0,17,11,5,0,2,6,0.423,7.94,0,0,0,0,28,0,6,0,0,1 +zimmeky01,2020,1,KCA,AL,1,0,16,1,0,0,0,69,14,4,0,10,26,0.175,1.57,0,2,1,0,91,4,4,0,0,3 +zuberty01,2020,1,KCA,AL,1,2,23,0,0,0,0,66,15,10,4,20,30,0.197,4.09,1,1,1,0,99,8,11,1,1,3 diff --git a/data/Prussion Horse-Kick Data.csv b/data/Prussion Horse-Kick Data.csv new file mode 100644 index 0000000..e95a393 --- /dev/null +++ b/data/Prussion Horse-Kick Data.csv @@ -0,0 +1,21 @@ +"Year","GC","C1","C2","C3","C4","C5","C6","C7","C8","C9","C10","C11","C14","C15" +"1875","0","0","0","0","0","0","0","1","1","0","0","0","1","0" +"1876","2","0","0","0","1","0","0","0","0","0","0","0","1","1" +"1877","2","0","0","0","0","0","1","1","0","0","1","0","2","0" +"1878","1","2","2","1","1","0","0","0","0","0","1","0","1","0" +"1879","0","0","0","1","1","2","2","0","1","0","0","2","1","0" +"1880","0","3","2","1","1","1","0","0","0","2","1","4","3","0" +"1881","1","0","0","2","1","0","0","1","0","1","0","0","0","0" +"1882","1","2","0","0","0","0","1","0","1","1","2","1","4","1" +"1883","0","0","1","2","0","1","2","1","0","1","0","3","0","0" +"1884","3","0","1","0","0","0","0","1","0","0","2","0","1","1" +"1885","0","0","0","0","0","0","1","0","0","2","0","1","0","1" +"1886","2","1","0","0","1","1","1","0","0","1","0","1","3","0" +"1887","1","1","2","1","0","0","3","2","1","1","0","1","2","0" +"1888","0","1","1","0","0","1","1","0","0","0","0","1","1","0" +"1889","0","0","1","1","0","1","1","0","0","1","2","2","0","2" +"1890","1","2","0","2","0","1","1","2","0","2","1","1","2","2" +"1891","0","0","0","1","1","1","0","1","1","0","3","3","1","0" +"1892","1","3","2","0","1","1","3","0","1","1","0","1","1","0" +"1893","0","1","0","0","0","1","0","2","0","0","1","3","0","0" +"1894","1","0","0","0","0","0","0","0","1","0","1","1","0","0" \ No newline at end of file diff --git a/data/clicks.csv b/data/clicks.csv new file mode 100644 index 0000000..2e5ea75 --- /dev/null +++ b/data/clicks.csv @@ -0,0 +1,3860 @@ +,experiment_group,clicks,experiment_group_enc +6958,grp1,7,1 +7534,grp1,0,1 +2975,ctrl,0,0 +3903,ctrl,0,0 +8437,grp1,0,1 +6812,grp1,0,1 +1567,ctrl,0,0 +14680,grp2,0,2 +10189,grp2,5,2 +14380,grp2,0,2 +7040,grp1,0,1 +4130,ctrl,0,0 +6872,grp1,9,1 +10890,grp2,0,2 +4659,ctrl,0,0 +1896,ctrl,0,0 +4915,ctrl,0,0 +603,ctrl,0,0 +7680,grp1,0,1 +9866,grp1,0,1 +4943,ctrl,0,0 +5579,grp1,0,1 +9861,grp1,0,1 +11073,grp2,0,2 +6003,grp1,0,1 +12722,grp2,0,2 +10200,grp2,2,2 +1798,ctrl,0,0 +437,ctrl,0,0 +7055,grp1,0,1 +2204,ctrl,0,0 +8455,grp1,0,1 +2678,ctrl,0,0 +4895,ctrl,3,0 +11452,grp2,0,2 +2896,ctrl,0,0 +5428,grp1,0,1 +3540,ctrl,0,0 +13362,grp2,0,2 +9614,grp1,0,1 +5842,grp1,0,1 +5259,grp1,0,1 +9748,grp1,0,1 +1237,ctrl,0,0 +7426,grp1,0,1 +5689,grp1,1,1 +8061,grp1,0,1 +6630,grp1,7,1 +4840,ctrl,0,0 +14386,grp2,0,2 +14856,grp2,0,2 +1879,ctrl,0,0 +13069,grp2,0,2 +11309,grp2,0,2 +1592,ctrl,0,0 +13329,grp2,0,2 +11375,grp2,0,2 +1489,ctrl,0,0 +8915,grp1,0,1 +12769,grp2,0,2 +8625,grp1,0,1 +14426,grp2,0,2 +4613,ctrl,0,0 +12656,grp2,1,2 +2513,ctrl,0,0 +3754,ctrl,0,0 +11010,grp2,0,2 +14464,grp2,0,2 +13459,grp2,0,2 +14458,grp2,0,2 +5828,grp1,0,1 +13022,grp2,0,2 +7829,grp1,0,1 +12343,grp2,0,2 +4242,ctrl,0,0 +8073,grp1,0,1 +2861,ctrl,2,0 +9169,grp1,0,1 +5934,grp1,0,1 +10557,grp2,0,2 +9591,grp1,0,1 +14256,grp2,0,2 +4888,ctrl,0,0 +3517,ctrl,0,0 +10824,grp2,0,2 +10130,grp2,0,2 +12701,grp2,0,2 +11874,grp2,0,2 +4476,ctrl,0,0 +966,ctrl,0,0 +10266,grp2,0,2 +10650,grp2,0,2 +6298,grp1,0,1 +10261,grp2,0,2 +2030,ctrl,0,0 +2739,ctrl,0,0 +2492,ctrl,0,0 +14086,grp2,0,2 +3697,ctrl,0,0 +7374,grp1,0,1 +2699,ctrl,0,0 +10390,grp2,0,2 +7885,grp1,0,1 +411,ctrl,0,0 +6157,grp1,0,1 +7506,grp1,0,1 +4024,ctrl,0,0 +6178,grp1,0,1 +9870,grp1,0,1 +9511,grp1,0,1 +3653,ctrl,0,0 +7515,grp1,0,1 +2656,ctrl,0,0 +7486,grp1,0,1 +8688,grp1,0,1 +10950,grp2,0,2 +11660,grp2,0,2 +8966,grp1,0,1 +9940,grp1,0,1 +3269,ctrl,0,0 +8255,grp1,0,1 +12580,grp2,0,2 +13654,grp2,0,2 +7717,grp1,0,1 +6664,grp1,0,1 +3428,ctrl,0,0 +12844,grp2,0,2 +8161,grp1,0,1 +10218,grp2,0,2 +4747,ctrl,0,0 +12005,grp2,0,2 +10084,grp2,0,2 +9580,grp1,0,1 +31,ctrl,0,0 +11330,grp2,0,2 +9287,grp1,0,1 +1671,ctrl,0,0 +3480,ctrl,4,0 +6435,grp1,0,1 +5964,grp1,0,1 +9656,grp1,0,1 +9938,grp1,0,1 +13577,grp2,0,2 +919,ctrl,0,0 +2269,ctrl,0,0 +13105,grp2,0,2 +4403,ctrl,0,0 +11687,grp2,0,2 +11077,grp2,0,2 +11458,grp2,0,2 +6836,grp1,0,1 +12365,grp2,0,2 +4627,ctrl,0,0 +6499,grp1,7,1 +7145,grp1,0,1 +5739,grp1,0,1 +10979,grp2,0,2 +8885,grp1,0,1 +7922,grp1,0,1 +12442,grp2,0,2 +358,ctrl,0,0 +13032,grp2,0,2 +5620,grp1,0,1 +9188,grp1,0,1 +1898,ctrl,0,0 +2862,ctrl,0,0 +7010,grp1,0,1 +10243,grp2,0,2 +11345,grp2,0,2 +5787,grp1,0,1 +14586,grp2,0,2 +10350,grp2,0,2 +5413,grp1,0,1 +5721,grp1,0,1 +8646,grp1,0,1 +7621,grp1,0,1 +2904,ctrl,0,0 +7066,grp1,0,1 +2274,ctrl,0,0 +5384,grp1,0,1 +4150,ctrl,0,0 +14652,grp2,0,2 +4535,ctrl,0,0 +3494,ctrl,6,0 +13319,grp2,0,2 +4039,ctrl,0,0 +12182,grp2,10,2 +6741,grp1,0,1 +10874,grp2,0,2 +8494,grp1,0,1 +10141,grp2,0,2 +790,ctrl,0,0 +14778,grp2,0,2 +6063,grp1,0,1 +2821,ctrl,2,0 +4996,ctrl,0,0 +7620,grp1,0,1 +253,ctrl,5,0 +1399,ctrl,0,0 +8639,grp1,0,1 +10221,grp2,0,2 +1062,ctrl,1,0 +10755,grp2,0,2 +6580,grp1,0,1 +3418,ctrl,0,0 +4418,ctrl,0,0 +8806,grp1,0,1 +439,ctrl,0,0 +6624,grp1,0,1 +7891,grp1,0,1 +7846,grp1,0,1 +13883,grp2,0,2 +13426,grp2,0,2 +5870,grp1,0,1 +8984,grp1,0,1 +9077,grp1,0,1 +11240,grp2,0,2 +598,ctrl,0,0 +1818,ctrl,0,0 +6523,grp1,0,1 +8356,grp1,0,1 +9415,grp1,0,1 +10730,grp2,0,2 +5792,grp1,0,1 +4410,ctrl,0,0 +3709,ctrl,0,0 +11166,grp2,0,2 +10398,grp2,2,2 +11266,grp2,0,2 +10133,grp2,0,2 +10956,grp2,0,2 +11258,grp2,1,2 +8015,grp1,5,1 +162,ctrl,0,0 +9222,grp1,0,1 +11946,grp2,0,2 +5042,grp1,0,1 +14984,grp2,0,2 +1572,ctrl,0,0 +10345,grp2,0,2 +8267,grp1,0,1 +4688,ctrl,0,0 +2277,ctrl,0,0 +8153,grp1,0,1 +6385,grp1,0,1 +13300,grp2,0,2 +890,ctrl,0,0 +12963,grp2,0,2 +11267,grp2,0,2 +14599,grp2,0,2 +3928,ctrl,0,0 +12166,grp2,0,2 +12191,grp2,0,2 +5479,grp1,0,1 +539,ctrl,0,0 +10371,grp2,0,2 +11892,grp2,0,2 +7807,grp1,0,1 +2199,ctrl,0,0 +4213,ctrl,0,0 +4354,ctrl,0,0 +159,ctrl,0,0 +12362,grp2,0,2 +4276,ctrl,0,0 +490,ctrl,1,0 +12122,grp2,0,2 +2604,ctrl,0,0 +5240,grp1,0,1 +4661,ctrl,0,0 +831,ctrl,0,0 +11364,grp2,0,2 +4408,ctrl,0,0 +12130,grp2,0,2 +9649,grp1,0,1 +1113,ctrl,0,0 +4745,ctrl,1,0 +12300,grp2,0,2 +1954,ctrl,0,0 +6657,grp1,0,1 +8551,grp1,0,1 +11912,grp2,0,2 +7652,grp1,0,1 +4798,ctrl,0,0 +4757,ctrl,0,0 +11137,grp2,0,2 +2421,ctrl,0,0 +4340,ctrl,0,0 +8440,grp1,2,1 +4334,ctrl,0,0 +9516,grp1,22,1 +7716,grp1,0,1 +3002,ctrl,0,0 +14482,grp2,0,2 +2986,ctrl,0,0 +6793,grp1,0,1 +6411,grp1,2,1 +6000,grp1,0,1 +6978,grp1,0,1 +4918,ctrl,0,0 +5382,grp1,0,1 +1050,ctrl,0,0 +322,ctrl,0,0 +12098,grp2,0,2 +9289,grp1,0,1 +12386,grp2,0,2 +6208,grp1,0,1 +9911,grp1,0,1 +13610,grp2,0,2 +10030,grp2,0,2 +10315,grp2,0,2 +305,ctrl,0,0 +9294,grp1,0,1 +13416,grp2,0,2 +1043,ctrl,0,0 +1992,ctrl,0,0 +13278,grp2,0,2 +10968,grp2,0,2 +7521,grp1,0,1 +3144,ctrl,0,0 +7531,grp1,0,1 +4153,ctrl,0,0 +12814,grp2,0,2 +8658,grp1,0,1 +14037,grp2,0,2 +9004,grp1,0,1 +1811,ctrl,0,0 +2808,ctrl,0,0 +12735,grp2,0,2 +11466,grp2,0,2 +8578,grp1,0,1 +5950,grp1,0,1 +8374,grp1,0,1 +8000,grp1,0,1 +13330,grp2,0,2 +3372,ctrl,5,0 +10941,grp2,0,2 +6690,grp1,0,1 +2254,ctrl,2,0 +5757,grp1,0,1 +4625,ctrl,0,0 +6420,grp1,0,1 +12355,grp2,0,2 +12350,grp2,0,2 +81,ctrl,9,0 +10562,grp2,0,2 +6304,grp1,0,1 +5367,grp1,0,1 +2758,ctrl,0,0 +4253,ctrl,5,0 +2661,ctrl,0,0 +13275,grp2,4,2 +10337,grp2,0,2 +13427,grp2,0,2 +10680,grp2,0,2 +3274,ctrl,0,0 +4553,ctrl,0,0 +10042,grp2,0,2 +4705,ctrl,0,0 +4907,ctrl,0,0 +3281,ctrl,0,0 +8316,grp1,0,1 +4917,ctrl,0,0 +433,ctrl,0,0 +14560,grp2,0,2 +8283,grp1,0,1 +8621,grp1,0,1 +5316,grp1,2,1 +1778,ctrl,0,0 +12764,grp2,0,2 +4424,ctrl,0,0 +14697,grp2,0,2 +1906,ctrl,0,0 +4075,ctrl,0,0 +5565,grp1,0,1 +10945,grp2,0,2 +8184,grp1,0,1 +14347,grp2,3,2 +5516,grp1,0,1 +4460,ctrl,0,0 +8691,grp1,0,1 +4759,ctrl,0,0 +9558,grp1,0,1 +8715,grp1,0,1 +2937,ctrl,0,0 +3396,ctrl,0,0 +854,ctrl,0,0 +14401,grp2,0,2 +7284,grp1,0,1 +8930,grp1,3,1 +5729,grp1,0,1 +7008,grp1,0,1 +6595,grp1,0,1 +563,ctrl,0,0 +1535,ctrl,0,0 +12075,grp2,0,2 +5942,grp1,0,1 +7419,grp1,0,1 +14920,grp2,0,2 +14577,grp2,0,2 +4519,ctrl,0,0 +1436,ctrl,0,0 +6104,grp1,0,1 +1893,ctrl,1,0 +9118,grp1,0,1 +9724,grp1,0,1 +12163,grp2,0,2 +13348,grp2,0,2 +222,ctrl,6,0 +9765,grp1,0,1 +3371,ctrl,0,0 +6074,grp1,0,1 +12817,grp2,0,2 +8526,grp1,0,1 +978,ctrl,0,0 +12156,grp2,15,2 +10589,grp2,0,2 +5540,grp1,0,1 +6407,grp1,0,1 +11000,grp2,0,2 +7351,grp1,0,1 +9432,grp1,0,1 +11042,grp2,0,2 +10841,grp2,0,2 +14766,grp2,0,2 +10625,grp2,4,2 +7789,grp1,0,1 +1793,ctrl,0,0 +12069,grp2,0,2 +9902,grp1,0,1 +5618,grp1,0,1 +9340,grp1,0,1 +10416,grp2,0,2 +8394,grp1,0,1 +6313,grp1,0,1 +1288,ctrl,0,0 +1125,ctrl,0,0 +10455,grp2,0,2 +4407,ctrl,0,0 +11957,grp2,0,2 +4732,ctrl,0,0 +5692,grp1,0,1 +10491,grp2,0,2 +8687,grp1,0,1 +7967,grp1,0,1 +14236,grp2,0,2 +4211,ctrl,0,0 +4873,ctrl,1,0 +5937,grp1,0,1 +11511,grp2,3,2 +1385,ctrl,0,0 +1069,ctrl,0,0 +6555,grp1,0,1 +13494,grp2,0,2 +13364,grp2,0,2 +7269,grp1,0,1 +1131,ctrl,0,0 +814,ctrl,0,0 +6542,grp1,0,1 +13326,grp2,8,2 +2295,ctrl,0,0 +5458,grp1,0,1 +7909,grp1,0,1 +11956,grp2,0,2 +5752,grp1,0,1 +6749,grp1,0,1 +10253,grp2,0,2 +5761,grp1,0,1 +6250,grp1,2,1 +12186,grp2,0,2 +3567,ctrl,0,0 +4448,ctrl,0,0 +6954,grp1,0,1 +4165,ctrl,0,0 +9081,grp1,0,1 +4947,ctrl,0,0 +7997,grp1,0,1 +5558,grp1,0,1 +7805,grp1,0,1 +7741,grp1,0,1 +13560,grp2,0,2 +7123,grp1,4,1 +12198,grp2,0,2 +7117,grp1,0,1 +5713,grp1,0,1 +13887,grp2,0,2 +7659,grp1,0,1 +9016,grp1,0,1 +4860,ctrl,0,0 +5834,grp1,0,1 +174,ctrl,0,0 +6935,grp1,0,1 +11095,grp2,0,2 +8183,grp1,0,1 +13178,grp2,0,2 +1077,ctrl,3,0 +9507,grp1,0,1 +5768,grp1,0,1 +7999,grp1,0,1 +11413,grp2,0,2 +5577,grp1,0,1 +6464,grp1,0,1 +3498,ctrl,0,0 +5691,grp1,0,1 +13700,grp2,0,2 +9579,grp1,0,1 +5544,grp1,0,1 +10535,grp2,0,2 +13566,grp2,0,2 +14530,grp2,0,2 +6723,grp1,0,1 +8488,grp1,0,1 +5918,grp1,0,1 +7611,grp1,0,1 +14180,grp2,0,2 +1473,ctrl,0,0 +5830,grp1,0,1 +14669,grp2,0,2 +793,ctrl,0,0 +5674,grp1,0,1 +14500,grp2,0,2 +9306,grp1,0,1 +4395,ctrl,0,0 +9525,grp1,0,1 +6790,grp1,3,1 +4593,ctrl,0,0 +6032,grp1,0,1 +4337,ctrl,0,0 +11143,grp2,0,2 +11827,grp2,0,2 +8898,grp1,1,1 +10012,grp2,0,2 +14216,grp2,0,2 +5239,grp1,0,1 +7547,grp1,0,1 +9248,grp1,0,1 +5123,grp1,0,1 +2054,ctrl,0,0 +7068,grp1,0,1 +8471,grp1,0,1 +12266,grp2,0,2 +12127,grp2,0,2 +8612,grp1,0,1 +12830,grp2,0,2 +14376,grp2,0,2 +8954,grp1,2,1 +1161,ctrl,7,0 +8959,grp1,0,1 +14176,grp2,0,2 +9273,grp1,0,1 +8810,grp1,0,1 +13062,grp2,0,2 +5436,grp1,0,1 +9299,grp1,0,1 +3525,ctrl,0,0 +8303,grp1,0,1 +4941,ctrl,0,0 +6488,grp1,0,1 +9557,grp1,0,1 +10055,grp2,0,2 +10505,grp2,7,2 +2363,ctrl,0,0 +2742,ctrl,0,0 +5603,grp1,1,1 +9445,grp1,0,1 +13650,grp2,0,2 +1913,ctrl,0,0 +6377,grp1,0,1 +320,ctrl,0,0 +9283,grp1,1,1 +1593,ctrl,0,0 +2663,ctrl,0,0 +10882,grp2,0,2 +14676,grp2,0,2 +13220,grp2,0,2 +5538,grp1,0,1 +9346,grp1,0,1 +785,ctrl,0,0 +1336,ctrl,0,0 +6053,grp1,0,1 +1532,ctrl,0,0 +3029,ctrl,0,0 +9392,grp1,0,1 +1597,ctrl,0,0 +7519,grp1,0,1 +1674,ctrl,1,0 +5462,grp1,0,1 +7070,grp1,0,1 +7004,grp1,0,1 +10623,grp2,0,2 +9820,grp1,0,1 +13305,grp2,0,2 +12749,grp2,0,2 +913,ctrl,0,0 +5925,grp1,0,1 +1985,ctrl,0,0 +8608,grp1,0,1 +229,ctrl,0,0 +6028,grp1,0,1 +14626,grp2,0,2 +12103,grp2,0,2 +3234,ctrl,0,0 +13512,grp2,0,2 +8998,grp1,0,1 +3873,ctrl,0,0 +14163,grp2,0,2 +4247,ctrl,0,0 +5459,grp1,0,1 +2122,ctrl,0,0 +13638,grp2,0,2 +6332,grp1,0,1 +2736,ctrl,0,0 +9849,grp1,0,1 +12856,grp2,0,2 +3828,ctrl,0,0 +11740,grp2,0,2 +4215,ctrl,0,0 +738,ctrl,0,0 +724,ctrl,2,0 +12049,grp2,0,2 +3838,ctrl,0,0 +14711,grp2,0,2 +10864,grp2,0,2 +6079,grp1,0,1 +2718,ctrl,0,0 +3305,ctrl,0,0 +10811,grp2,0,2 +13292,grp2,0,2 +943,ctrl,0,0 +4679,ctrl,0,0 +8803,grp1,4,1 +2342,ctrl,0,0 +5850,grp1,0,1 +8205,grp1,0,1 +10826,grp2,0,2 +2414,ctrl,0,0 +7641,grp1,0,1 +2232,ctrl,0,0 +8790,grp1,0,1 +2837,ctrl,0,0 +11497,grp2,0,2 +11971,grp2,0,2 +12850,grp2,0,2 +12575,grp2,0,2 +8577,grp1,0,1 +14018,grp2,0,2 +6238,grp1,0,1 +7583,grp1,0,1 +7808,grp1,0,1 +3975,ctrl,0,0 +12165,grp2,0,2 +4109,ctrl,0,0 +11367,grp2,0,2 +11088,grp2,0,2 +13005,grp2,0,2 +2860,ctrl,0,0 +8496,grp1,0,1 +4268,ctrl,0,0 +8211,grp1,0,1 +11939,grp2,0,2 +7728,grp1,1,1 +8527,grp1,0,1 +11060,grp2,0,2 +3998,ctrl,0,0 +11513,grp2,0,2 +1493,ctrl,0,0 +1905,ctrl,0,0 +13668,grp2,0,2 +10040,grp2,0,2 +10612,grp2,0,2 +2922,ctrl,0,0 +7336,grp1,0,1 +12200,grp2,0,2 +13602,grp2,0,2 +11549,grp2,0,2 +12915,grp2,0,2 +13585,grp2,9,2 +1734,ctrl,2,0 +4870,ctrl,0,0 +9157,grp1,0,1 +8147,grp1,0,1 +10249,grp2,0,2 +2506,ctrl,1,0 +14036,grp2,0,2 +1918,ctrl,0,0 +5911,grp1,0,1 +3762,ctrl,0,0 +8780,grp1,0,1 +12474,grp2,0,2 +13015,grp2,0,2 +3731,ctrl,0,0 +2474,ctrl,0,0 +11154,grp2,0,2 +2519,ctrl,1,0 +6945,grp1,0,1 +8119,grp1,0,1 +1717,ctrl,0,0 +8707,grp1,0,1 +9628,grp1,0,1 +11643,grp2,0,2 +5117,grp1,0,1 +12180,grp2,0,2 +10498,grp2,0,2 +5499,grp1,0,1 +642,ctrl,0,0 +2394,ctrl,0,0 +8193,grp1,0,1 +4342,ctrl,0,0 +4770,ctrl,0,0 +4724,ctrl,0,0 +8668,grp1,0,1 +1250,ctrl,0,0 +1313,ctrl,0,0 +14268,grp2,0,2 +14734,grp2,0,2 +3237,ctrl,0,0 +9323,grp1,0,1 +3628,ctrl,0,0 +5995,grp1,0,1 +4296,ctrl,1,0 +7052,grp1,0,1 +6939,grp1,0,1 +9927,grp1,0,1 +10866,grp2,0,2 +14563,grp2,0,2 +5317,grp1,0,1 +7079,grp1,0,1 +1750,ctrl,0,0 +11684,grp2,0,2 +1533,ctrl,0,0 +9532,grp1,0,1 +6932,grp1,0,1 +4438,ctrl,0,0 +12382,grp2,0,2 +8939,grp1,0,1 +11628,grp2,0,2 +7365,grp1,0,1 +11672,grp2,0,2 +2143,ctrl,0,0 +5567,grp1,0,1 +2658,ctrl,0,0 +4126,ctrl,0,0 +8909,grp1,0,1 +774,ctrl,0,0 +11050,grp2,0,2 +3134,ctrl,1,0 +14320,grp2,0,2 +5898,grp1,0,1 +7588,grp1,0,1 +8875,grp1,0,1 +10633,grp2,0,2 +3483,ctrl,0,0 +2787,ctrl,0,0 +7467,grp1,0,1 +5222,grp1,0,1 +1205,ctrl,2,0 +434,ctrl,0,0 +2229,ctrl,0,0 +10210,grp2,0,2 +14150,grp2,0,2 +14927,grp2,0,2 +4588,ctrl,0,0 +14715,grp2,0,2 +8768,grp1,0,1 +14789,grp2,0,2 +14724,grp2,0,2 +8029,grp1,0,1 +14824,grp2,0,2 +905,ctrl,0,0 +12412,grp2,0,2 +8689,grp1,0,1 +888,ctrl,0,0 +1988,ctrl,0,0 +2647,ctrl,0,0 +10553,grp2,0,2 +11220,grp2,0,2 +13166,grp2,0,2 +11108,grp2,0,2 +10953,grp2,0,2 +3456,ctrl,0,0 +9318,grp1,0,1 +4452,ctrl,0,0 +3920,ctrl,1,0 +13004,grp2,0,2 +9410,grp1,0,1 +8562,grp1,0,1 +10856,grp2,0,2 +1137,ctrl,2,0 +3047,ctrl,0,0 +13481,grp2,0,2 +13324,grp2,0,2 +2594,ctrl,0,0 +166,ctrl,0,0 +14281,grp2,0,2 +2015,ctrl,0,0 +10434,grp2,0,2 +4797,ctrl,0,0 +537,ctrl,0,0 +2668,ctrl,0,0 +9311,grp1,0,1 +14077,grp2,0,2 +1301,ctrl,0,0 +14405,grp2,0,2 +11714,grp2,0,2 +9576,grp1,0,1 +1000,ctrl,0,0 +10,ctrl,0,0 +209,ctrl,0,0 +5884,grp1,0,1 +6891,grp1,3,1 +7632,grp1,0,1 +9184,grp1,0,1 +265,ctrl,0,0 +12595,grp2,0,2 +3569,ctrl,0,0 +8405,grp1,0,1 +1900,ctrl,0,0 +14664,grp2,0,2 +11916,grp2,0,2 +12009,grp2,0,2 +5542,grp1,0,1 +7240,grp1,0,1 +12994,grp2,0,2 +5865,grp1,0,1 +4644,ctrl,0,0 +12073,grp2,0,2 +4709,ctrl,2,0 +4481,ctrl,0,0 +19,ctrl,0,0 +8454,grp1,0,1 +11371,grp2,0,2 +643,ctrl,1,0 +10108,grp2,0,2 +14003,grp2,0,2 +13597,grp2,0,2 +9774,grp1,0,1 +14441,grp2,0,2 +13194,grp2,0,2 +3746,ctrl,0,0 +11297,grp2,0,2 +11325,grp2,0,2 +13672,grp2,0,2 +8905,grp1,0,1 +2032,ctrl,6,0 +13075,grp2,0,2 +14802,grp2,0,2 +8732,grp1,0,1 +2932,ctrl,3,0 +7665,grp1,0,1 +5207,grp1,0,1 +11053,grp2,5,2 +12972,grp2,0,2 +10617,grp2,0,2 +14262,grp2,0,2 +1325,ctrl,0,0 +6507,grp1,0,1 +10035,grp2,0,2 +8649,grp1,0,1 +14094,grp2,0,2 +6067,grp1,0,1 +74,ctrl,0,0 +12,ctrl,0,0 +12040,grp2,0,2 +13629,grp2,0,2 +14526,grp2,0,2 +8321,grp1,0,1 +715,ctrl,0,0 +11123,grp2,0,2 +14536,grp2,0,2 +14960,grp2,0,2 +13911,grp2,0,2 +7714,grp1,0,1 +13240,grp2,0,2 +11012,grp2,0,2 +12314,grp2,0,2 +10152,grp2,0,2 +9556,grp1,0,1 +6101,grp1,0,1 +8629,grp1,0,1 +2307,ctrl,0,0 +5268,grp1,3,1 +390,ctrl,4,0 +10740,grp2,0,2 +11061,grp2,0,2 +5393,grp1,0,1 +10389,grp2,4,2 +1880,ctrl,2,0 +3927,ctrl,7,0 +6130,grp1,0,1 +609,ctrl,0,0 +7450,grp1,0,1 +5111,grp1,0,1 +8225,grp1,0,1 +11368,grp2,0,2 +13515,grp2,17,2 +6982,grp1,0,1 +6453,grp1,0,1 +2522,ctrl,0,0 +11394,grp2,0,2 +14818,grp2,0,2 +1455,ctrl,0,0 +254,ctrl,0,0 +2449,ctrl,0,0 +5381,grp1,0,1 +4809,ctrl,0,0 +14291,grp2,0,2 +2407,ctrl,0,0 +7589,grp1,0,1 +1494,ctrl,0,0 +13407,grp2,0,2 +5591,grp1,0,1 +7834,grp1,0,1 +10778,grp2,0,2 +9540,grp1,0,1 +12327,grp2,0,2 +7311,grp1,0,1 +9009,grp1,0,1 +8592,grp1,0,1 +257,ctrl,0,0 +13588,grp2,0,2 +3172,ctrl,0,0 +9588,grp1,0,1 +12126,grp2,0,2 +6739,grp1,0,1 +8294,grp1,0,1 +11218,grp2,0,2 +10450,grp2,0,2 +11395,grp2,0,2 +6684,grp1,0,1 +192,ctrl,4,0 +8693,grp1,0,1 +1149,ctrl,0,0 +9101,grp1,0,1 +5671,grp1,0,1 +10666,grp2,0,2 +661,ctrl,1,0 +1087,ctrl,0,0 +748,ctrl,3,0 +9915,grp1,0,1 +3520,ctrl,0,0 +8947,grp1,0,1 +3150,ctrl,0,0 +7505,grp1,0,1 +10981,grp2,3,2 +7380,grp1,0,1 +6893,grp1,0,1 +9231,grp1,12,1 +8059,grp1,0,1 +12680,grp2,0,2 +1191,ctrl,0,0 +10446,grp2,0,2 +11265,grp2,0,2 +6266,grp1,0,1 +12885,grp2,0,2 +498,ctrl,0,0 +14774,grp2,0,2 +1545,ctrl,0,0 +3621,ctrl,0,0 +2164,ctrl,5,0 +3238,ctrl,0,0 +8128,grp1,1,1 +10903,grp2,0,2 +681,ctrl,0,0 +136,ctrl,0,0 +9863,grp1,0,1 +5816,grp1,0,1 +8118,grp1,0,1 +11036,grp2,0,2 +360,ctrl,12,0 +1396,ctrl,0,0 +5311,grp1,6,1 +3285,ctrl,5,0 +10313,grp2,0,2 +7188,grp1,0,1 +6534,grp1,0,1 +10310,grp2,0,2 +5781,grp1,0,1 +3357,ctrl,8,0 +14882,grp2,4,2 +6080,grp1,0,1 +3168,ctrl,0,0 +5017,grp1,0,1 +13250,grp2,0,2 +4524,ctrl,0,0 +2265,ctrl,0,0 +6179,grp1,0,1 +11188,grp2,0,2 +806,ctrl,0,0 +13352,grp2,0,2 +1300,ctrl,0,0 +7078,grp1,0,1 +6440,grp1,0,1 +326,ctrl,0,0 +2297,ctrl,0,0 +845,ctrl,0,0 +67,ctrl,0,0 +4787,ctrl,0,0 +481,ctrl,0,0 +12533,grp2,0,2 +5383,grp1,0,1 +5922,grp1,0,1 +11174,grp2,0,2 +3527,ctrl,0,0 +9544,grp1,0,1 +14795,grp2,0,2 +3769,ctrl,1,0 +9431,grp1,0,1 +14348,grp2,0,2 +9689,grp1,0,1 +10620,grp2,0,2 +10341,grp2,0,2 +5933,grp1,0,1 +13168,grp2,15,2 +7456,grp1,0,1 +5917,grp1,0,1 +14179,grp2,0,2 +13918,grp2,0,2 +3299,ctrl,0,0 +2985,ctrl,0,0 +9680,grp1,8,1 +1936,ctrl,3,0 +8683,grp1,0,1 +13812,grp2,0,2 +9102,grp1,0,1 +5753,grp1,0,1 +6652,grp1,0,1 +13990,grp2,0,2 +7831,grp1,0,1 +11980,grp2,0,2 +4670,ctrl,1,0 +3075,ctrl,0,0 +10306,grp2,0,2 +12020,grp2,0,2 +6720,grp1,0,1 +11157,grp2,0,2 +12599,grp2,0,2 +14447,grp2,0,2 +9582,grp1,0,1 +14309,grp2,0,2 +4000,ctrl,0,0 +8265,grp1,0,1 +2335,ctrl,0,0 +9805,grp1,0,1 +13078,grp2,0,2 +5652,grp1,0,1 +12852,grp2,0,2 +5119,grp1,0,1 +5609,grp1,0,1 +11809,grp2,0,2 +13681,grp2,0,2 +8307,grp1,0,1 +14996,grp2,0,2 +3536,ctrl,0,0 +10752,grp2,0,2 +2442,ctrl,0,0 +10930,grp2,0,2 +5378,grp1,0,1 +14971,grp2,0,2 +1392,ctrl,0,0 +892,ctrl,0,0 +10487,grp2,0,2 +8581,grp1,0,1 +2314,ctrl,0,0 +9097,grp1,0,1 +9329,grp1,0,1 +5454,grp1,0,1 +6470,grp1,0,1 +9041,grp1,0,1 +5832,grp1,0,1 +14172,grp2,0,2 +11570,grp2,0,2 +5877,grp1,0,1 +4559,ctrl,0,0 +14616,grp2,0,2 +5588,grp1,0,1 +14749,grp2,0,2 +11676,grp2,0,2 +9280,grp1,0,1 +10957,grp2,0,2 +14249,grp2,0,2 +9019,grp1,0,1 +7332,grp1,0,1 +13401,grp2,0,2 +14239,grp2,19,2 +13872,grp2,0,2 +5322,grp1,0,1 +8744,grp1,0,1 +339,ctrl,2,0 +12846,grp2,0,2 +12517,grp2,0,2 +5262,grp1,0,1 +6587,grp1,0,1 +9551,grp1,0,1 +10415,grp2,0,2 +8162,grp1,4,1 +2789,ctrl,4,0 +10436,grp2,0,2 +2735,ctrl,0,0 +14436,grp2,0,2 +2952,ctrl,0,0 +1555,ctrl,5,0 +13523,grp2,0,2 +1277,ctrl,0,0 +9203,grp1,0,1 +2740,ctrl,5,0 +11254,grp2,0,2 +8228,grp1,0,1 +9894,grp1,0,1 +3036,ctrl,0,0 +9266,grp1,0,1 +12066,grp2,0,2 +8585,grp1,0,1 +1509,ctrl,0,0 +6041,grp1,0,1 +13466,grp2,0,2 +1409,ctrl,0,0 +3581,ctrl,3,0 +2441,ctrl,0,0 +319,ctrl,0,0 +4170,ctrl,0,0 +3128,ctrl,0,0 +5081,grp1,0,1 +11557,grp2,0,2 +8812,grp1,0,1 +4974,ctrl,0,0 +9881,grp1,0,1 +8785,grp1,0,1 +2524,ctrl,0,0 +12992,grp2,0,2 +971,ctrl,0,0 +20,ctrl,0,0 +14862,grp2,0,2 +12672,grp2,0,2 +8438,grp1,0,1 +9830,grp1,2,1 +1440,ctrl,0,0 +3160,ctrl,0,0 +8045,grp1,7,1 +12038,grp2,0,2 +646,ctrl,0,0 +12767,grp2,0,2 +14454,grp2,0,2 +11838,grp2,0,2 +6517,grp1,0,1 +8597,grp1,0,1 +8389,grp1,0,1 +2846,ctrl,0,0 +947,ctrl,0,0 +1335,ctrl,0,0 +3858,ctrl,0,0 +14788,grp2,0,2 +10500,grp2,0,2 +9538,grp1,0,1 +5685,grp1,2,1 +14613,grp2,0,2 +1362,ctrl,0,0 +5330,grp1,0,1 +10471,grp2,0,2 +12176,grp2,0,2 +6437,grp1,0,1 +2011,ctrl,0,0 +6986,grp1,0,1 +4422,ctrl,0,0 +12619,grp2,0,2 +10865,grp2,0,2 +3901,ctrl,0,0 +8710,grp1,0,1 +4589,ctrl,0,0 +769,ctrl,0,0 +3441,ctrl,0,0 +1583,ctrl,0,0 +13520,grp2,0,2 +6515,grp1,0,1 +11581,grp2,0,2 +11292,grp2,0,2 +6401,grp1,6,1 +32,ctrl,0,0 +12638,grp2,0,2 +10435,grp2,0,2 +10711,grp2,0,2 +2395,ctrl,1,0 +12535,grp2,0,2 +2686,ctrl,0,0 +66,ctrl,0,0 +7272,grp1,0,1 +6373,grp1,0,1 +208,ctrl,0,0 +7695,grp1,0,1 +6201,grp1,0,1 +8774,grp1,0,1 +5295,grp1,0,1 +4227,ctrl,0,0 +11686,grp2,6,2 +2440,ctrl,0,0 +486,ctrl,0,0 +13095,grp2,0,2 +11712,grp2,0,2 +3813,ctrl,0,0 +2825,ctrl,0,0 +5858,grp1,0,1 +3743,ctrl,0,0 +13854,grp2,0,2 +10509,grp2,0,2 +13949,grp2,0,2 +9022,grp1,0,1 +13109,grp2,0,2 +7818,grp1,0,1 +8362,grp1,0,1 +8717,grp1,3,1 +1090,ctrl,0,0 +9842,grp1,0,1 +11333,grp2,0,2 +5659,grp1,2,1 +6365,grp1,0,1 +12784,grp2,0,2 +4055,ctrl,0,0 +3586,ctrl,0,0 +10428,grp2,0,2 +8368,grp1,0,1 +2202,ctrl,0,0 +7295,grp1,0,1 +12931,grp2,0,2 +5175,grp1,0,1 +12169,grp2,0,2 +10814,grp2,0,2 +5078,grp1,0,1 +11268,grp2,0,2 +2931,ctrl,3,0 +9104,grp1,0,1 +12022,grp2,0,2 +11144,grp2,0,2 +11564,grp2,0,2 +11995,grp2,0,2 +13544,grp2,0,2 +9426,grp1,0,1 +12523,grp2,0,2 +4248,ctrl,0,0 +7377,grp1,0,1 +3718,ctrl,0,0 +6489,grp1,0,1 +10269,grp2,0,2 +618,ctrl,0,0 +6811,grp1,0,1 +13417,grp2,0,2 +14703,grp2,0,2 +276,ctrl,6,0 +12477,grp2,0,2 +5750,grp1,0,1 +13892,grp2,0,2 +910,ctrl,0,0 +10477,grp2,0,2 +7523,grp1,0,1 +14247,grp2,0,2 +5344,grp1,0,1 +5472,grp1,0,1 +13702,grp2,0,2 +723,ctrl,3,0 +13704,grp2,0,2 +8395,grp1,0,1 +53,ctrl,0,0 +7551,grp1,0,1 +7293,grp1,2,1 +2865,ctrl,4,0 +11823,grp2,0,2 +13006,grp2,0,2 +9923,grp1,0,1 +4238,ctrl,0,0 +12950,grp2,0,2 +4741,ctrl,0,0 +10761,grp2,0,2 +4942,ctrl,0,0 +7937,grp1,6,1 +9153,grp1,0,1 +8150,grp1,0,1 +4565,ctrl,0,0 +9939,grp1,0,1 +7449,grp1,0,1 +6357,grp1,0,1 +6859,grp1,0,1 +8160,grp1,0,1 +11176,grp2,0,2 +9484,grp1,0,1 +7899,grp1,0,1 +12188,grp2,4,2 +452,ctrl,0,0 +14346,grp2,0,2 +10846,grp2,0,2 +155,ctrl,0,0 +4828,ctrl,0,0 +10549,grp2,0,2 +12135,grp2,0,2 +9002,grp1,0,1 +3611,ctrl,0,0 +3684,ctrl,0,0 +7737,grp1,0,1 +2732,ctrl,0,0 +1380,ctrl,0,0 +13409,grp2,0,2 +1261,ctrl,0,0 +13543,grp2,0,2 +5249,grp1,0,1 +12431,grp2,0,2 +3891,ctrl,0,0 +5469,grp1,0,1 +9970,grp1,0,1 +13631,grp2,0,2 +3429,ctrl,0,0 +9120,grp1,0,1 +4040,ctrl,0,0 +8860,grp1,0,1 +48,ctrl,0,0 +13472,grp2,0,2 +348,ctrl,0,0 +4583,ctrl,3,0 +8991,grp1,2,1 +10935,grp2,0,2 +8076,grp1,0,1 +3597,ctrl,0,0 +2784,ctrl,0,0 +7888,grp1,0,1 +13157,grp2,0,2 +12332,grp2,0,2 +7169,grp1,0,1 +3022,ctrl,1,0 +6519,grp1,0,1 +9989,grp1,0,1 +697,ctrl,0,0 +207,ctrl,0,0 +14223,grp2,0,2 +13673,grp2,0,2 +1907,ctrl,0,0 +9585,grp1,0,1 +14379,grp2,0,2 +12227,grp2,0,2 +13457,grp2,0,2 +12077,grp2,0,2 +1421,ctrl,0,0 +4329,ctrl,0,0 +5220,grp1,0,1 +12042,grp2,0,2 +2045,ctrl,0,0 +2839,ctrl,12,0 +4091,ctrl,0,0 +6584,grp1,0,1 +14721,grp2,0,2 +10558,grp2,0,2 +6632,grp1,0,1 +2564,ctrl,0,0 +9710,grp1,0,1 +13717,grp2,0,2 +7396,grp1,3,1 +14569,grp2,0,2 +13752,grp2,0,2 +8404,grp1,5,1 +2186,ctrl,0,0 +6164,grp1,0,1 +8975,grp1,0,1 +2467,ctrl,0,0 +9679,grp1,0,1 +13007,grp2,0,2 +9320,grp1,0,1 +4841,ctrl,0,0 +9757,grp1,0,1 +3085,ctrl,2,0 +421,ctrl,0,0 +11699,grp2,0,2 +6426,grp1,0,1 +8037,grp1,0,1 +952,ctrl,0,0 +12781,grp2,0,2 +4913,ctrl,3,0 +4437,ctrl,0,0 +7201,grp1,0,1 +5337,grp1,0,1 +13686,grp2,0,2 +1956,ctrl,0,0 +11429,grp2,0,2 +6679,grp1,3,1 +4818,ctrl,0,0 +2673,ctrl,0,0 +7073,grp1,0,1 +9498,grp1,0,1 +7664,grp1,0,1 +10614,grp2,0,2 +3460,ctrl,0,0 +8580,grp1,11,1 +12968,grp2,10,2 +13195,grp2,0,2 +293,ctrl,0,0 +2064,ctrl,0,0 +10492,grp2,0,2 +3721,ctrl,0,0 +1651,ctrl,0,0 +328,ctrl,0,0 +14117,grp2,0,2 +8631,grp1,0,1 +4603,ctrl,0,0 +4825,ctrl,0,0 +5706,grp1,6,1 +7361,grp1,0,1 +10867,grp2,0,2 +270,ctrl,0,0 +7213,grp1,0,1 +611,ctrl,0,0 +6187,grp1,0,1 +11539,grp2,0,2 +3584,ctrl,0,0 +10840,grp2,0,2 +8550,grp1,0,1 +13051,grp2,0,2 +7175,grp1,0,1 +13774,grp2,0,2 +13896,grp2,0,2 +2010,ctrl,4,0 +6012,grp1,0,1 +13249,grp2,0,2 +8379,grp1,0,1 +11198,grp2,0,2 +2096,ctrl,0,0 +221,ctrl,0,0 +2614,ctrl,0,0 +3057,ctrl,0,0 +3876,ctrl,0,0 +6983,grp1,0,1 +2388,ctrl,0,0 +13304,grp2,0,2 +6018,grp1,0,1 +14424,grp2,0,2 +6072,grp1,0,1 +8845,grp1,0,1 +13636,grp2,0,2 +12528,grp2,0,2 +9459,grp1,0,1 +2019,ctrl,0,0 +524,ctrl,0,0 +14475,grp2,0,2 +15,ctrl,2,0 +2331,ctrl,0,0 +10190,grp2,0,2 +4532,ctrl,0,0 +5856,grp1,0,1 +4349,ctrl,0,0 +14690,grp2,0,2 +8841,grp1,0,1 +12691,grp2,0,2 +1959,ctrl,0,0 +9371,grp1,3,1 +14254,grp2,0,2 +4880,ctrl,1,0 +5233,grp1,0,1 +7415,grp1,0,1 +9859,grp1,0,1 +12746,grp2,0,2 +13772,grp2,0,2 +4368,ctrl,2,0 +6737,grp1,0,1 +8094,grp1,0,1 +10607,grp2,0,2 +2746,ctrl,0,0 +13499,grp2,0,2 +2605,ctrl,0,0 +9000,grp1,0,1 +13768,grp2,0,2 +13019,grp2,0,2 +12964,grp2,0,2 +2085,ctrl,0,0 +14521,grp2,0,2 +5676,grp1,0,1 +279,ctrl,0,0 +14205,grp2,0,2 +8363,grp1,0,1 +2436,ctrl,0,0 +2481,ctrl,0,0 +13225,grp2,0,2 +13254,grp2,0,2 +4673,ctrl,0,0 +14525,grp2,0,2 +14145,grp2,0,2 +12532,grp2,0,2 +1271,ctrl,0,0 +9114,grp1,0,1 +12845,grp2,0,2 +2592,ctrl,0,0 +9052,grp1,0,1 +9725,grp1,0,1 +3794,ctrl,0,0 +13341,grp2,2,2 +7359,grp1,0,1 +6590,grp1,0,1 +12345,grp2,0,2 +1024,ctrl,0,0 +2907,ctrl,0,0 +14517,grp2,0,2 +14729,grp2,0,2 +11696,grp2,0,2 +2503,ctrl,0,0 +2168,ctrl,1,0 +11784,grp2,0,2 +6496,grp1,0,1 +7137,grp1,4,1 +14445,grp2,0,2 +14378,grp2,0,2 +100,ctrl,3,0 +4372,ctrl,0,0 +14630,grp2,0,2 +372,ctrl,0,0 +5496,grp1,0,1 +2972,ctrl,1,0 +2378,ctrl,0,0 +4115,ctrl,0,0 +14956,grp2,0,2 +4135,ctrl,0,0 +7017,grp1,0,1 +1720,ctrl,0,0 +1754,ctrl,0,0 +6338,grp1,2,1 +4118,ctrl,0,0 +6985,grp1,0,1 +10748,grp2,0,2 +4831,ctrl,0,0 +14349,grp2,0,2 +5698,grp1,0,1 +939,ctrl,0,0 +984,ctrl,0,0 +4525,ctrl,0,0 +12420,grp2,0,2 +139,ctrl,0,0 +13117,grp2,0,2 +3382,ctrl,0,0 +3195,ctrl,0,0 +5656,grp1,0,1 +7711,grp1,0,1 +9424,grp1,9,1 +9305,grp1,0,1 +3453,ctrl,4,0 +10506,grp2,0,2 +4380,ctrl,0,0 +10609,grp2,0,2 +1838,ctrl,0,0 +2724,ctrl,0,0 +14807,grp2,0,2 +2590,ctrl,3,0 +8579,grp1,1,1 +11955,grp2,0,2 +14919,grp2,13,2 +9637,grp1,0,1 +7352,grp1,0,1 +798,ctrl,0,0 +7331,grp1,0,1 +5251,grp1,5,1 +7194,grp1,0,1 +13375,grp2,0,2 +8407,grp1,0,1 +21,ctrl,0,0 +5956,grp1,0,1 +1851,ctrl,0,0 +6492,grp1,0,1 +619,ctrl,0,0 +8456,grp1,0,1 +2858,ctrl,0,0 +12530,grp2,0,2 +4210,ctrl,4,0 +1130,ctrl,0,0 +7016,grp1,0,1 +11551,grp2,0,2 +5804,grp1,0,1 +4720,ctrl,0,0 +3674,ctrl,0,0 +6926,grp1,0,1 +7816,grp1,0,1 +11698,grp2,0,2 +13708,grp2,0,2 +9074,grp1,0,1 +579,ctrl,0,0 +3761,ctrl,0,0 +4849,ctrl,0,0 +9793,grp1,7,1 +10739,grp2,0,2 +13299,grp2,0,2 +6362,grp1,0,1 +14872,grp2,0,2 +2725,ctrl,0,0 +7411,grp1,0,1 +10652,grp2,0,2 +14990,grp2,0,2 +5580,grp1,0,1 +171,ctrl,0,0 +9131,grp1,0,1 +4110,ctrl,3,0 +1929,ctrl,3,0 +6165,grp1,1,1 +5261,grp1,0,1 +9094,grp1,0,1 +10595,grp2,0,2 +11873,grp2,0,2 +5457,grp1,0,1 +14594,grp2,0,2 +1061,ctrl,7,0 +9443,grp1,0,1 +7197,grp1,0,1 +14685,grp2,0,2 +8434,grp1,0,1 +10448,grp2,0,2 +3112,ctrl,0,0 +12621,grp2,6,2 +2508,ctrl,0,0 +6397,grp1,0,1 +8421,grp1,0,1 +7093,grp1,6,1 +5445,grp1,0,1 +2659,ctrl,0,0 +5247,grp1,0,1 +2050,ctrl,0,0 +1370,ctrl,3,0 +1504,ctrl,0,0 +997,ctrl,0,0 +5181,grp1,0,1 +5430,grp1,0,1 +14579,grp2,0,2 +2443,ctrl,0,0 +14991,grp2,0,2 +7057,grp1,0,1 +10260,grp2,0,2 +4168,ctrl,0,0 +7573,grp1,0,1 +7394,grp1,0,1 +800,ctrl,0,0 +11402,grp2,0,2 +3473,ctrl,0,0 +8318,grp1,0,1 +9947,grp1,6,1 +14244,grp2,0,2 +6696,grp1,0,1 +5909,grp1,0,1 +14580,grp2,0,2 +12342,grp2,0,2 +1500,ctrl,0,0 +5760,grp1,0,1 +5070,grp1,0,1 +11835,grp2,0,2 +4752,ctrl,0,0 +8513,grp1,0,1 +12154,grp2,0,2 +948,ctrl,0,0 +12367,grp2,0,2 +12652,grp2,0,2 +6497,grp1,0,1 +12836,grp2,0,2 +8805,grp1,0,1 +7255,grp1,3,1 +1953,ctrl,0,0 +4805,ctrl,0,0 +12747,grp2,0,2 +6485,grp1,1,1 +14839,grp2,0,2 +4376,ctrl,0,0 +6218,grp1,0,1 +666,ctrl,0,0 +8775,grp1,0,1 +2486,ctrl,0,0 +3333,ctrl,0,0 +5234,grp1,0,1 +3080,ctrl,0,0 +6949,grp1,0,1 +9095,grp1,0,1 +11324,grp2,0,2 +11797,grp2,0,2 +14651,grp2,0,2 +2306,ctrl,0,0 +8021,grp1,12,1 +974,ctrl,0,0 +7021,grp1,2,1 +4791,ctrl,0,0 +1236,ctrl,0,0 +12504,grp2,0,2 +4511,ctrl,0,0 +878,ctrl,0,0 +11659,grp2,0,2 +6162,grp1,0,1 +6184,grp1,0,1 +12063,grp2,0,2 +4536,ctrl,0,0 +4612,ctrl,0,0 +1615,ctrl,0,0 +11792,grp2,0,2 +8776,grp1,0,1 +11852,grp2,0,2 +6366,grp1,0,1 +5099,grp1,0,1 +2153,ctrl,0,0 +3991,ctrl,0,0 +9088,grp1,0,1 +6662,grp1,0,1 +4079,ctrl,0,0 +11410,grp2,0,2 +1788,ctrl,0,0 +12552,grp2,0,2 +1184,ctrl,0,0 +6762,grp1,0,1 +3225,ctrl,0,0 +5910,grp1,0,1 +8886,grp1,0,1 +14896,grp2,0,2 +9717,grp1,8,1 +5803,grp1,0,1 +11702,grp2,0,2 +13664,grp2,0,2 +4606,ctrl,0,0 +13179,grp2,0,2 +5488,grp1,0,1 +13418,grp2,0,2 +13001,grp2,0,2 +9071,grp1,0,1 +4056,ctrl,0,0 +4399,ctrl,0,0 +14975,grp2,0,2 +5444,grp1,0,1 +9336,grp1,0,1 +6421,grp1,2,1 +86,ctrl,0,0 +8040,grp1,0,1 +11202,grp2,0,2 +5236,grp1,0,1 +13655,grp2,0,2 +8053,grp1,0,1 +2200,ctrl,0,0 +14973,grp2,0,2 +10164,grp2,0,2 +9509,grp1,0,1 +12410,grp2,0,2 +14667,grp2,0,2 +3016,ctrl,0,0 +2024,ctrl,0,0 +5219,grp1,0,1 +13798,grp2,0,2 +5077,grp1,0,1 +10647,grp2,0,2 +6848,grp1,2,1 +2933,ctrl,0,0 +5223,grp1,0,1 +14819,grp2,0,2 +8948,grp1,0,1 +9378,grp1,0,1 +1357,ctrl,0,0 +11554,grp2,0,2 +14001,grp2,0,2 +9407,grp1,0,1 +6474,grp1,0,1 +247,ctrl,0,0 +1482,ctrl,0,0 +2516,ctrl,0,0 +14478,grp2,0,2 +13440,grp2,0,2 +3006,ctrl,2,0 +9239,grp1,0,1 +11648,grp2,0,2 +13736,grp2,0,2 +9900,grp1,0,1 +4844,ctrl,0,0 +7283,grp1,0,1 +457,ctrl,0,0 +7179,grp1,0,1 +4785,ctrl,0,0 +8511,grp1,0,1 +5837,grp1,0,1 +8401,grp1,0,1 +4878,ctrl,0,0 +2867,ctrl,0,0 +5904,grp1,0,1 +12468,grp2,0,2 +11442,grp2,0,2 +1002,ctrl,0,0 +8659,grp1,0,1 +3908,ctrl,0,0 +9692,grp1,0,1 +11627,grp2,0,2 +1852,ctrl,0,0 +4065,ctrl,0,0 +2514,ctrl,0,0 +4784,ctrl,3,0 +14299,grp2,0,2 +10690,grp2,0,2 +6439,grp1,0,1 +14641,grp2,0,2 +918,ctrl,0,0 +325,ctrl,0,0 +11607,grp2,0,2 +3390,ctrl,4,0 +14963,grp2,0,2 +8254,grp1,0,1 +5520,grp1,0,1 +4046,ctrl,0,0 +3291,ctrl,0,0 +602,ctrl,0,0 +5104,grp1,0,1 +12373,grp2,0,2 +12864,grp2,5,2 +1987,ctrl,0,0 +4027,ctrl,0,0 +6014,grp1,0,1 +2060,ctrl,0,0 +6099,grp1,0,1 +10817,grp2,0,2 +12290,grp2,0,2 +4270,ctrl,0,0 +11234,grp2,0,2 +14026,grp2,0,2 +11763,grp2,0,2 +6633,grp1,0,1 +749,ctrl,0,0 +5300,grp1,0,1 +3159,ctrl,0,0 +7375,grp1,0,1 +9254,grp1,0,1 +4767,ctrl,0,0 +7733,grp1,0,1 +11982,grp2,0,2 +11898,grp2,0,2 +1471,ctrl,0,0 +13590,grp2,0,2 +12309,grp2,6,2 +8132,grp1,0,1 +13127,grp2,3,2 +12582,grp2,0,2 +11977,grp2,0,2 +842,ctrl,0,0 +6835,grp1,0,1 +6531,grp1,0,1 +6503,grp1,0,1 +9997,grp1,0,1 +4653,ctrl,0,0 +2540,ctrl,0,0 +10632,grp2,0,2 +10215,grp2,0,2 +630,ctrl,4,0 +6500,grp1,0,1 +9877,grp1,0,1 +5915,grp1,0,1 +682,ctrl,0,0 +9664,grp1,0,1 +5613,grp1,0,1 +14733,grp2,0,2 +1154,ctrl,0,0 +13961,grp2,0,2 +14917,grp2,0,2 +6221,grp1,0,1 +4281,ctrl,0,0 +10608,grp2,0,2 +6758,grp1,0,1 +6064,grp1,0,1 +11100,grp2,0,2 +1599,ctrl,0,0 +1977,ctrl,0,0 +2835,ctrl,0,0 +11543,grp2,0,2 +14013,grp2,0,2 +13583,grp2,23,2 +4854,ctrl,0,0 +12898,grp2,0,2 +9988,grp1,0,1 +9257,grp1,0,1 +3791,ctrl,1,0 +1888,ctrl,0,0 +2203,ctrl,0,0 +1773,ctrl,0,0 +12731,grp2,0,2 +13779,grp2,1,2 +2416,ctrl,0,0 +2430,ctrl,0,0 +12283,grp2,0,2 +8892,grp1,0,1 +3212,ctrl,0,0 +9115,grp1,0,1 +3734,ctrl,0,0 +12204,grp2,0,2 +1074,ctrl,0,0 +3809,ctrl,0,0 +6116,grp1,0,1 +5587,grp1,0,1 +4521,ctrl,0,0 +10475,grp2,0,2 +6189,grp1,0,1 +11891,grp2,0,2 +7379,grp1,0,1 +10783,grp2,0,2 +4948,ctrl,0,0 +2883,ctrl,0,0 +5696,grp1,0,1 +10597,grp2,1,2 +3369,ctrl,0,0 +11756,grp2,0,2 +8615,grp1,0,1 +10041,grp2,0,2 +6124,grp1,0,1 +1333,ctrl,0,0 +10727,grp2,5,2 +9264,grp1,0,1 +13971,grp2,0,2 +8662,grp1,0,1 +13169,grp2,0,2 +14195,grp2,0,2 +7421,grp1,0,1 +10284,grp2,0,2 +8876,grp1,0,1 +12256,grp2,0,2 +417,ctrl,5,0 +4312,ctrl,0,0 +12511,grp2,0,2 +5678,grp1,0,1 +14837,grp2,0,2 +12112,grp2,0,2 +10136,grp2,0,2 +12743,grp2,0,2 +12395,grp2,0,2 +12401,grp2,0,2 +10923,grp2,0,2 +772,ctrl,0,0 +7157,grp1,0,1 +4549,ctrl,0,0 +7062,grp1,0,1 +2752,ctrl,0,0 +11990,grp2,0,2 +7265,grp1,0,1 +9930,grp1,3,1 +8695,grp1,2,1 +11262,grp2,0,2 +9964,grp1,0,1 +13390,grp2,0,2 +12918,grp2,0,2 +7541,grp1,0,1 +10757,grp2,0,2 +9903,grp1,0,1 +243,ctrl,0,0 +13489,grp2,0,2 +4228,ctrl,0,0 +1366,ctrl,0,0 +9380,grp1,0,1 +7098,grp1,0,1 +1791,ctrl,0,0 +6432,grp1,0,1 +1099,ctrl,0,0 +8684,grp1,0,1 +11167,grp2,0,2 +10070,grp2,0,2 +12101,grp2,0,2 +1962,ctrl,0,0 +12934,grp2,0,2 +8934,grp1,0,1 +2197,ctrl,0,0 +9891,grp1,0,1 +3690,ctrl,0,0 +12481,grp2,0,2 +14893,grp2,0,2 +11056,grp2,0,2 +14972,grp2,0,2 +664,ctrl,0,0 +1376,ctrl,0,0 +4483,ctrl,0,0 +987,ctrl,0,0 +5471,grp1,0,1 +8084,grp1,0,1 +6505,grp1,0,1 +981,ctrl,0,0 +3138,ctrl,0,0 +13941,grp2,0,2 +12002,grp2,0,2 +5817,grp1,2,1 +4938,ctrl,0,0 +14677,grp2,0,2 +13221,grp2,0,2 +13394,grp2,0,2 +5782,grp1,1,1 +13942,grp2,0,2 +12842,grp2,0,2 +5546,grp1,0,1 +2249,ctrl,0,0 +4439,ctrl,0,0 +730,ctrl,0,0 +146,ctrl,0,0 +14463,grp2,0,2 +14393,grp2,0,2 +6858,grp1,0,1 +8849,grp1,0,1 +2796,ctrl,0,0 +7821,grp1,5,1 +2727,ctrl,0,0 +1617,ctrl,0,0 +9616,grp1,0,1 +9282,grp1,0,1 +11134,grp2,0,2 +12865,grp2,0,2 +3739,ctrl,2,0 +12895,grp2,0,2 +9167,grp1,0,1 +9137,grp1,0,1 +6807,grp1,0,1 +5631,grp1,0,1 +13381,grp2,0,2 +10046,grp2,0,2 +8380,grp1,0,1 +63,ctrl,0,0 +5346,grp1,0,1 +6524,grp1,0,1 +11029,grp2,0,2 +14480,grp2,0,2 +5955,grp1,0,1 +4940,ctrl,0,0 +5861,grp1,0,1 +14276,grp2,0,2 +3744,ctrl,0,0 +4196,ctrl,0,0 +4405,ctrl,0,0 +13197,grp2,0,2 +4850,ctrl,0,0 +9546,grp1,0,1 +10451,grp2,0,2 +10111,grp2,0,2 +14912,grp2,0,2 +743,ctrl,0,0 +926,ctrl,0,0 +3321,ctrl,0,0 +10375,grp2,0,2 +9737,grp1,0,1 +6110,grp1,0,1 +8575,grp1,6,1 +3395,ctrl,0,0 +11738,grp2,0,2 +13235,grp2,0,2 +3829,ctrl,1,0 +10079,grp2,0,2 +11172,grp2,12,2 +10429,grp2,0,2 +14545,grp2,0,2 +2366,ctrl,0,0 +12271,grp2,0,2 +4955,ctrl,0,0 +5628,grp1,0,1 +1207,ctrl,0,0 +4695,ctrl,0,0 +12318,grp2,0,2 +1185,ctrl,0,0 +7204,grp1,0,1 +10902,grp2,0,2 +3890,ctrl,0,0 +6114,grp1,0,1 +6065,grp1,0,1 +7335,grp1,0,1 +10542,grp2,0,2 +7767,grp1,8,1 +9945,grp1,0,1 +14814,grp2,0,2 +12458,grp2,0,2 +9112,grp1,0,1 +1890,ctrl,2,0 +4508,ctrl,0,0 +805,ctrl,0,0 +4743,ctrl,1,0 +8818,grp1,11,1 +2423,ctrl,0,0 +7490,grp1,4,1 +7976,grp1,0,1 +5961,grp1,0,1 +3585,ctrl,0,0 +11984,grp2,0,2 +12113,grp2,0,2 +9160,grp1,0,1 +2820,ctrl,2,0 +5083,grp1,0,1 +4304,ctrl,0,0 +7086,grp1,0,1 +7898,grp1,0,1 +8499,grp1,0,1 +6283,grp1,0,1 +7190,grp1,0,1 +8633,grp1,1,1 +14708,grp2,0,2 +954,ctrl,0,0 +4209,ctrl,0,0 +2982,ctrl,1,0 +2559,ctrl,1,0 +2990,ctrl,0,0 +4295,ctrl,0,0 +10725,grp2,0,2 +14175,grp2,0,2 +8264,grp1,0,1 +3449,ctrl,0,0 +6336,grp1,0,1 +12857,grp2,0,2 +13997,grp2,0,2 +12777,grp2,0,2 +10384,grp2,0,2 +11276,grp2,0,2 +9759,grp1,0,1 +12707,grp2,17,2 +4685,ctrl,0,0 +5161,grp1,0,1 +11194,grp2,0,2 +5703,grp1,0,1 +9391,grp1,0,1 +11750,grp2,0,2 +11993,grp2,0,2 +8342,grp1,0,1 +12888,grp2,0,2 +14808,grp2,0,2 +3855,ctrl,0,0 +1115,ctrl,0,0 +9235,grp1,0,1 +1289,ctrl,0,0 +7025,grp1,0,1 +3782,ctrl,0,0 +4374,ctrl,6,0 +5100,grp1,0,1 +11401,grp2,0,2 +7567,grp1,0,1 +9006,grp1,0,1 +2029,ctrl,0,0 +11288,grp2,0,2 +6226,grp1,0,1 +7564,grp1,0,1 +11867,grp2,0,2 +3922,ctrl,0,0 +11776,grp2,0,2 +13648,grp2,0,2 +12821,grp2,0,2 +130,ctrl,0,0 +95,ctrl,0,0 +11829,grp2,0,2 +3153,ctrl,0,0 +1607,ctrl,0,0 +11592,grp2,0,2 +14522,grp2,0,2 +11548,grp2,15,2 +9076,grp1,0,1 +242,ctrl,1,0 +4385,ctrl,0,0 +9609,grp1,0,1 +7144,grp1,0,1 +8086,grp1,0,1 +7782,grp1,1,1 +2646,ctrl,0,0 +3205,ctrl,0,0 +2158,ctrl,0,0 +9117,grp1,0,1 +9460,grp1,1,1 +6251,grp1,0,1 +14468,grp2,0,2 +4568,ctrl,0,0 +3099,ctrl,0,0 +4513,ctrl,0,0 +7826,grp1,0,1 +7260,grp1,0,1 +1604,ctrl,0,0 +3549,ctrl,5,0 +4251,ctrl,0,0 +13956,grp2,0,2 +12540,grp2,0,2 +4687,ctrl,0,0 +11133,grp2,0,2 +11952,grp2,0,2 +11927,grp2,0,2 +6744,grp1,0,1 +5661,grp1,0,1 +10052,grp2,0,2 +6713,grp1,1,1 +12986,grp2,0,2 +14875,grp2,0,2 +6095,grp1,0,1 +5504,grp1,0,1 +386,ctrl,0,0 +12026,grp2,0,2 +3883,ctrl,0,0 +1273,ctrl,0,0 +1172,ctrl,0,0 +12513,grp2,0,2 +5291,grp1,0,1 +10728,grp2,0,2 +4081,ctrl,0,0 +9189,grp1,0,1 +10252,grp2,0,2 +14146,grp2,2,2 +11322,grp2,0,2 +13573,grp2,0,2 +12659,grp2,0,2 +10099,grp2,0,2 +4819,ctrl,0,0 +10790,grp2,0,2 +9851,grp1,0,1 +6463,grp1,0,1 +14838,grp2,0,2 +6695,grp1,0,1 +4013,ctrl,0,0 +6252,grp1,0,1 +1395,ctrl,1,0 +12564,grp2,0,2 +14829,grp2,0,2 +8972,grp1,0,1 +9192,grp1,0,1 +10217,grp2,14,2 +1777,ctrl,0,0 +10952,grp2,0,2 +6691,grp1,0,1 +10297,grp2,0,2 +4986,ctrl,4,0 +7006,grp1,0,1 +5357,grp1,0,1 +6007,grp1,0,1 +3607,ctrl,0,0 +244,ctrl,0,0 +6708,grp1,0,1 +8125,grp1,0,1 +14261,grp2,0,2 +1947,ctrl,1,0 +6683,grp1,0,1 +5923,grp1,0,1 +12403,grp2,0,2 +7118,grp1,0,1 +1066,ctrl,0,0 +6864,grp1,0,1 +2138,ctrl,3,0 +8895,grp1,0,1 +14471,grp2,0,2 +1140,ctrl,0,0 +4411,ctrl,0,0 +11509,grp2,0,2 +9187,grp1,0,1 +2300,ctrl,0,0 +12086,grp2,0,2 +12014,grp2,0,2 +6263,grp1,0,1 +14481,grp2,0,2 +3485,ctrl,0,0 +884,ctrl,0,0 +8293,grp1,0,1 +2369,ctrl,0,0 +7217,grp1,0,1 +1732,ctrl,0,0 +9433,grp1,0,1 +8520,grp1,0,1 +1610,ctrl,0,0 +5523,grp1,0,1 +13873,grp2,0,2 +10853,grp2,0,2 +4560,ctrl,0,0 +3169,ctrl,0,0 +6051,grp1,0,1 +11527,grp2,0,2 +6785,grp1,0,1 +11634,grp2,0,2 +2711,ctrl,0,0 +7787,grp1,0,1 +11793,grp2,0,2 +1091,ctrl,0,0 +8619,grp1,0,1 +4218,ctrl,1,0 +2538,ctrl,0,0 +5754,grp1,0,1 +11506,grp2,0,2 +8133,grp1,9,1 +8360,grp1,0,1 +2995,ctrl,0,0 +12351,grp2,0,2 +14390,grp2,0,2 +5414,grp1,0,1 +415,ctrl,0,0 +217,ctrl,1,0 +2795,ctrl,0,0 +1103,ctrl,0,0 +8958,grp1,0,1 +1824,ctrl,0,0 +6574,grp1,0,1 +2670,ctrl,0,0 +13229,grp2,0,2 +12490,grp2,0,2 +12600,grp2,0,2 +13847,grp2,0,2 +8865,grp1,0,1 +332,ctrl,0,0 +7191,grp1,0,1 +5800,grp1,0,1 +12754,grp2,0,2 +327,ctrl,4,0 +1799,ctrl,0,0 +13969,grp2,0,2 +2330,ctrl,0,0 +4300,ctrl,0,0 +8326,grp1,0,1 +2163,ctrl,0,0 +11732,grp2,0,2 +3763,ctrl,0,0 +8117,grp1,0,1 +7815,grp1,0,1 +5139,grp1,0,1 +4898,ctrl,5,0 +12794,grp2,0,2 +2121,ctrl,6,0 +8836,grp1,0,1 +1641,ctrl,0,0 +2710,ctrl,0,0 +10894,grp2,0,2 +1614,ctrl,0,0 +3640,ctrl,4,0 +2639,ctrl,0,0 +8233,grp1,0,1 +5064,grp1,0,1 +8337,grp1,0,1 +11003,grp2,0,2 +13307,grp2,0,2 +13960,grp2,0,2 +5679,grp1,0,1 +13308,grp2,0,2 +12162,grp2,0,2 +9096,grp1,0,1 +7069,grp1,0,1 +11840,grp2,0,2 +9741,grp1,0,1 +12952,grp2,0,2 +10675,grp2,0,2 +3229,ctrl,0,0 +3272,ctrl,0,0 +3938,ctrl,0,0 +14355,grp2,0,2 +4404,ctrl,0,0 +14307,grp2,0,2 +2308,ctrl,0,0 +6445,grp1,0,1 +12984,grp2,0,2 +9243,grp1,0,1 +10206,grp2,0,2 +9954,grp1,0,1 +10513,grp2,0,2 +8197,grp1,0,1 +13532,grp2,0,2 +7439,grp1,0,1 +9640,grp1,0,1 +1933,ctrl,0,0 +2058,ctrl,0,0 +7788,grp1,0,1 +12737,grp2,0,2 +10325,grp2,0,2 +11616,grp2,0,2 +7993,grp1,0,1 +3328,ctrl,0,0 +11089,grp2,0,2 +3301,ctrl,0,0 +4658,ctrl,0,0 +14456,grp2,0,2 +14671,grp2,0,2 +9025,grp1,0,1 +5120,grp1,0,1 +11175,grp2,0,2 +729,ctrl,0,0 +10875,grp2,0,2 +5185,grp1,0,1 +6810,grp1,6,1 +13148,grp2,0,2 +13162,grp2,1,2 +13284,grp2,0,2 +5796,grp1,0,1 +7578,grp1,4,1 +5501,grp1,0,1 +7862,grp1,0,1 +2310,ctrl,0,0 +8443,grp1,0,1 +8483,grp1,0,1 +3801,ctrl,0,0 +14617,grp2,0,2 +8216,grp1,0,1 +11928,grp2,5,2 +10357,grp2,0,2 +9914,grp1,0,1 +5733,grp1,0,1 +5215,grp1,0,1 +12415,grp2,0,2 +14640,grp2,0,2 +1126,ctrl,0,0 +12090,grp2,0,2 +6815,grp1,0,1 +1135,ctrl,0,0 +4137,ctrl,1,0 +11641,grp2,0,2 +6342,grp1,0,1 +3332,ctrl,0,0 +1804,ctrl,0,0 +14760,grp2,0,2 +1364,ctrl,5,0 +10342,grp2,0,2 +5108,grp1,0,1 +13670,grp2,0,2 +4998,ctrl,1,0 +248,ctrl,1,0 +304,ctrl,0,0 +12710,grp2,0,2 +8290,grp1,0,1 +7917,grp1,0,1 +9596,grp1,0,1 +5058,grp1,0,1 +8373,grp1,0,1 +5395,grp1,0,1 +2987,ctrl,0,0 +11602,grp2,0,2 +13840,grp2,0,2 +10626,grp2,0,2 +12662,grp2,0,2 +13685,grp2,0,2 +8922,grp1,0,1 +6821,grp1,0,1 +1974,ctrl,0,0 +5778,grp1,0,1 +8414,grp1,0,1 +4319,ctrl,0,0 +12024,grp2,0,2 +4141,ctrl,0,0 +10889,grp2,0,2 +10990,grp2,0,2 +9168,grp1,0,1 +3950,ctrl,0,0 +1672,ctrl,0,0 +10769,grp2,0,2 +7281,grp1,1,1 +1571,ctrl,0,0 +6767,grp1,0,1 +3702,ctrl,0,0 +2190,ctrl,0,0 +13259,grp2,0,2 +8275,grp1,0,1 +6665,grp1,0,1 +628,ctrl,6,0 +3747,ctrl,0,0 +6487,grp1,0,1 +4094,ctrl,4,0 +232,ctrl,0,0 +7528,grp1,0,1 +8735,grp1,0,1 +2900,ctrl,0,0 +10366,grp2,0,2 +13378,grp2,0,2 +10145,grp2,0,2 +546,ctrl,0,0 +6974,grp1,0,1 +7725,grp1,0,1 +11534,grp2,0,2 +896,ctrl,0,0 +14362,grp2,0,2 +11014,grp2,0,2 +12956,grp2,0,2 +3076,ctrl,0,0 +3125,ctrl,0,0 +14813,grp2,0,2 +3430,ctrl,0,0 +10628,grp2,0,2 +14531,grp2,0,2 +14358,grp2,0,2 +9384,grp1,0,1 +555,ctrl,0,0 +9613,grp1,0,1 +530,ctrl,0,0 +3522,ctrl,0,0 +14946,grp2,0,2 +10592,grp2,0,2 +11755,grp2,0,2 +8723,grp1,0,1 +10032,grp2,0,2 +4223,ctrl,0,0 +14201,grp2,0,2 +7732,grp1,0,1 +2062,ctrl,0,0 +12889,grp2,0,2 +3898,ctrl,0,0 +11773,grp2,0,2 +10148,grp2,0,2 +11142,grp2,0,2 +8279,grp1,0,1 +4686,ctrl,0,0 +1659,ctrl,0,0 +6329,grp1,0,1 +14153,grp2,0,2 +10561,grp2,8,2 +298,ctrl,0,0 +6709,grp1,0,1 +1247,ctrl,0,0 +3204,ctrl,0,0 +1499,ctrl,0,0 +5735,grp1,0,1 +8532,grp1,6,1 +34,ctrl,0,0 +13253,grp2,0,2 +2722,ctrl,1,0 +9742,grp1,0,1 +9873,grp1,1,1 +3007,ctrl,0,0 +2304,ctrl,0,0 +1404,ctrl,0,0 +4217,ctrl,0,0 +6907,grp1,0,1 +11066,grp2,0,2 +12858,grp2,0,2 +4212,ctrl,0,0 +12761,grp2,0,2 +12841,grp2,0,2 +8665,grp1,0,1 +11652,grp2,0,2 +3882,ctrl,0,0 +8859,grp1,0,1 +3719,ctrl,1,0 +988,ctrl,0,0 +797,ctrl,0,0 +3661,ctrl,0,0 +7313,grp1,0,1 +8889,grp1,0,1 +9569,grp1,0,1 +336,ctrl,0,0 +11636,grp2,0,2 +8266,grp1,0,1 +9807,grp1,0,1 +7168,grp1,0,1 +9195,grp1,0,1 +1268,ctrl,16,0 +4061,ctrl,0,0 +8516,grp1,0,1 +3775,ctrl,0,0 +13653,grp2,0,2 +14034,grp2,0,2 +5409,grp1,0,1 +13925,grp2,0,2 +13423,grp2,0,2 +7186,grp1,0,1 +12194,grp2,0,2 +5187,grp1,10,1 +3388,ctrl,0,0 +7462,grp1,0,1 +3223,ctrl,0,0 +10220,grp2,0,2 +14955,grp2,0,2 +14374,grp2,0,2 +14284,grp2,0,2 +12226,grp2,0,2 +6557,grp1,0,1 +13295,grp2,0,2 +12311,grp2,0,2 +11854,grp2,0,2 +5398,grp1,0,1 +2536,ctrl,0,0 +11705,grp2,0,2 +13814,grp2,0,2 +12280,grp2,0,2 +8468,grp1,0,1 +9746,grp1,0,1 +5387,grp1,0,1 +7423,grp1,0,1 +641,ctrl,0,0 +14293,grp2,0,2 +11122,grp2,0,2 +9233,grp1,0,1 +6004,grp1,0,1 +7795,grp1,0,1 +97,ctrl,6,0 +6185,grp1,0,1 +4260,ctrl,0,0 +13980,grp2,0,2 +5686,grp1,4,1 +4108,ctrl,0,0 +7883,grp1,0,1 +1603,ctrl,0,0 +626,ctrl,0,0 +6755,grp1,0,1 +6015,grp1,0,1 +1556,ctrl,0,0 +13890,grp2,0,2 +7485,grp1,0,1 +8451,grp1,0,1 +6303,grp1,0,1 +4990,ctrl,0,0 +5897,grp1,2,1 +3487,ctrl,0,0 +7219,grp1,0,1 +11734,grp2,0,2 +12763,grp2,0,2 +12602,grp2,0,2 +299,ctrl,0,0 +14947,grp2,0,2 +799,ctrl,1,0 +2845,ctrl,0,0 +3489,ctrl,0,0 +9396,grp1,2,1 +3668,ctrl,0,0 +11477,grp2,0,2 +4634,ctrl,0,0 +2498,ctrl,0,0 +9500,grp1,0,1 +14221,grp2,0,2 +4197,ctrl,0,0 +3008,ctrl,0,0 +5180,grp1,0,1 +7735,grp1,0,1 +6975,grp1,0,1 +1217,ctrl,0,0 +1308,ctrl,0,0 +13323,grp2,0,2 +4149,ctrl,0,0 +7504,grp1,0,1 +5547,grp1,3,1 +1189,ctrl,0,0 +9631,grp1,0,1 +2095,ctrl,0,0 +6748,grp1,0,1 +7980,grp1,0,1 +10329,grp2,0,2 +2613,ctrl,0,0 +9667,grp1,0,1 +8506,grp1,0,1 +11799,grp2,0,2 +5621,grp1,0,1 +12534,grp2,0,2 +7742,grp1,0,1 +4428,ctrl,0,0 +3547,ctrl,0,0 +887,ctrl,0,0 +5944,grp1,0,1 +2056,ctrl,0,0 +14485,grp2,0,2 +5019,grp1,0,1 +2383,ctrl,0,0 +14136,grp2,0,2 +510,ctrl,0,0 +13926,grp2,0,2 +10003,grp2,0,2 +6818,grp1,0,1 +10191,grp2,0,2 +9091,grp1,0,1 +7941,grp1,0,1 +7051,grp1,0,1 +343,ctrl,1,0 +7776,grp1,0,1 +2258,ctrl,0,0 +8190,grp1,0,1 +13216,grp2,0,2 +9919,grp1,0,1 +6316,grp1,0,1 +13760,grp2,0,2 +13351,grp2,0,2 +14775,grp2,20,2 +2078,ctrl,0,0 +10227,grp2,0,2 +12201,grp2,0,2 +5500,grp1,0,1 +4042,ctrl,0,0 +770,ctrl,0,0 +3149,ctrl,0,0 +761,ctrl,1,0 +12740,grp2,0,2 +1683,ctrl,0,0 +1285,ctrl,0,0 +14849,grp2,0,2 +6607,grp1,0,1 +4087,ctrl,1,0 +8010,grp1,0,1 +8371,grp1,0,1 +10045,grp2,0,2 +4148,ctrl,6,0 +8993,grp1,0,1 +10974,grp2,0,2 +12097,grp2,0,2 +4545,ctrl,0,0 +3698,ctrl,0,0 +2271,ctrl,0,0 +11905,grp2,0,2 +9474,grp1,0,1 +12629,grp2,0,2 +3484,ctrl,0,0 +4660,ctrl,0,0 +12503,grp2,0,2 +746,ctrl,0,0 +7056,grp1,0,1 +2248,ctrl,0,0 +13176,grp2,0,2 +5056,grp1,0,1 +10098,grp2,0,2 +11775,grp2,0,2 +12807,grp2,0,2 +5695,grp1,0,1 +11596,grp2,0,2 +9228,grp1,0,1 +7085,grp1,0,1 +2857,ctrl,13,0 +5159,grp1,0,1 +8489,grp1,0,1 +13623,grp2,0,2 +2144,ctrl,0,0 +13988,grp2,0,2 +12551,grp2,0,2 +2701,ctrl,0,0 +2003,ctrl,0,0 +14595,grp2,0,2 +6152,grp1,0,1 +8123,grp1,1,1 +5874,grp1,0,1 +3913,ctrl,0,0 +6272,grp1,0,1 +7871,grp1,0,1 +2135,ctrl,0,0 +12882,grp2,0,2 +2814,ctrl,1,0 +1028,ctrl,1,0 +14269,grp2,10,2 +11155,grp2,0,2 +3765,ctrl,0,0 +2087,ctrl,0,0 +7513,grp1,1,1 +2807,ctrl,0,0 +8941,grp1,0,1 +6306,grp1,0,1 +14924,grp2,0,2 +7011,grp1,5,1 +13011,grp2,0,2 +4734,ctrl,0,0 +281,ctrl,0,0 +4578,ctrl,0,0 +14857,grp2,0,2 +4783,ctrl,0,0 +13514,grp2,0,2 +11008,grp2,0,2 +13764,grp2,0,2 +6900,grp1,5,1 +7,ctrl,0,0 +8698,grp1,0,1 +14211,grp2,0,2 +7877,grp1,0,1 +8253,grp1,0,1 +9312,grp1,0,1 +3845,ctrl,0,0 +5931,grp1,0,1 +4675,ctrl,0,0 +8378,grp1,0,1 +5289,grp1,0,1 +12161,grp2,0,2 +3521,ctrl,0,0 +10805,grp2,2,2 +3701,ctrl,0,0 +2334,ctrl,0,0 +10738,grp2,0,2 +10178,grp2,0,2 +9418,grp1,0,1 +14618,grp2,0,2 +3290,ctrl,0,0 +4263,ctrl,0,0 +4543,ctrl,0,0 +7724,grp1,0,1 +10167,grp2,0,2 +7800,grp1,0,1 +13730,grp2,0,2 +14776,grp2,0,2 +7657,grp1,0,1 +872,ctrl,0,0 +11300,grp2,0,2 +1784,ctrl,0,0 +12732,grp2,0,2 +766,ctrl,0,0 +2895,ctrl,0,0 +14566,grp2,0,2 +6468,grp1,0,1 +4284,ctrl,0,0 +10439,grp2,0,2 +10732,grp2,0,2 +7693,grp1,3,1 +13217,grp2,0,2 +7614,grp1,0,1 +7434,grp1,0,1 +12685,grp2,0,2 +13044,grp2,0,2 +784,ctrl,0,0 +14168,grp2,0,2 +12058,grp2,0,2 +4012,ctrl,0,0 +2679,ctrl,0,0 +12460,grp2,0,2 +12282,grp2,0,2 +11494,grp2,0,2 +9604,grp1,0,1 +2583,ctrl,0,0 +12518,grp2,0,2 +12623,grp2,0,2 +13034,grp2,2,2 +2256,ctrl,0,0 +13207,grp2,0,2 +1984,ctrl,4,0 +5455,grp1,0,1 +6225,grp1,0,1 +8410,grp1,0,1 +5559,grp1,0,1 +7540,grp1,0,1 +12078,grp2,0,2 +6645,grp1,0,1 +3779,ctrl,0,0 +9608,grp1,0,1 +7226,grp1,0,1 +1673,ctrl,0,0 +13936,grp2,2,2 +1712,ctrl,1,0 +14986,grp2,0,2 +1868,ctrl,0,0 +8709,grp1,0,1 +14931,grp2,0,2 +14646,grp2,0,2 +9586,grp1,0,1 +11237,grp2,0,2 +14430,grp2,0,2 +14559,grp2,0,2 +1394,ctrl,0,0 +88,ctrl,0,0 +9364,grp1,0,1 +4596,ctrl,0,0 +2014,ctrl,0,0 +11397,grp2,0,2 +11165,grp2,0,2 +14512,grp2,0,2 +1692,ctrl,0,0 +1897,ctrl,0,0 +2259,ctrl,0,0 +3436,ctrl,0,0 +2222,ctrl,13,0 +5638,grp1,4,1 +11758,grp2,0,2 +9332,grp1,0,1 +5470,grp1,0,1 +2371,ctrl,0,0 +7939,grp1,0,1 +10496,grp2,0,2 +776,ctrl,0,0 +8884,grp1,0,1 +2832,ctrl,0,0 +10402,grp2,0,2 +8643,grp1,0,1 +14740,grp2,0,2 +8157,grp1,0,1 +13228,grp2,0,2 +5649,grp1,0,1 +10746,grp2,0,2 +46,ctrl,0,0 +10720,grp2,0,2 +514,ctrl,0,0 +6327,grp1,0,1 +14005,grp2,0,2 +6558,grp1,0,1 +14200,grp2,0,2 +8989,grp1,0,1 +8063,grp1,0,1 +6330,grp1,0,1 +368,ctrl,0,0 +12663,grp2,0,2 +3319,ctrl,0,0 +5578,grp1,0,1 +1588,ctrl,0,0 +11491,grp2,0,2 +2157,ctrl,0,0 +2696,ctrl,0,0 +12111,grp2,0,2 +11597,grp2,0,2 +4735,ctrl,0,0 +1479,ctrl,0,0 +1909,ctrl,0,0 +2177,ctrl,3,0 +14045,grp2,0,2 +12250,grp2,5,2 +540,ctrl,0,0 +6302,grp1,1,1 +11882,grp2,0,2 +7847,grp1,0,1 +6147,grp1,0,1 +7498,grp1,0,1 +3103,ctrl,0,0 +8272,grp1,0,1 +2111,ctrl,0,0 +11743,grp2,0,2 +580,ctrl,0,0 +3143,ctrl,0,0 +14,ctrl,0,0 +204,ctrl,0,0 +1976,ctrl,3,0 +2179,ctrl,0,0 +4402,ctrl,0,0 +1846,ctrl,0,0 +13421,grp2,0,2 +9539,grp1,0,1 +8418,grp1,0,1 +1859,ctrl,0,0 +6548,grp1,0,1 +13746,grp2,0,2 +3031,ctrl,0,0 +6465,grp1,0,1 +6425,grp1,0,1 +9475,grp1,0,1 +2693,ctrl,0,0 +11199,grp2,0,2 +10621,grp2,0,2 +8308,grp1,0,1 +3872,ctrl,0,0 +10214,grp2,0,2 +3354,ctrl,0,0 +13562,grp2,0,2 +14953,grp2,0,2 +12924,grp2,0,2 +12387,grp2,0,2 +782,ctrl,0,0 +1010,ctrl,0,0 +23,ctrl,0,0 +1292,ctrl,0,0 +13792,grp2,0,2 +10918,grp2,0,2 +9836,grp1,0,1 +2178,ctrl,0,0 +1367,ctrl,0,0 +1309,ctrl,0,0 +14366,grp2,0,2 +5555,grp1,0,1 +7996,grp1,0,1 +6567,grp1,0,1 +8369,grp1,0,1 +7879,grp1,2,1 +1466,ctrl,0,0 +13844,grp2,0,2 +14418,grp2,0,2 +8940,grp1,5,1 +5673,grp1,0,1 +6375,grp1,4,1 +13118,grp2,0,2 +233,ctrl,2,0 +6724,grp1,0,1 +14587,grp2,0,2 +13030,grp2,0,2 +9979,grp1,0,1 +14683,grp2,0,2 +14678,grp2,0,2 +2660,ctrl,0,0 +4350,ctrl,0,0 +14369,grp2,12,2 +11400,grp2,0,2 +1227,ctrl,0,0 +11615,grp2,0,2 +8777,grp1,0,1 +8718,grp1,0,1 +4467,ctrl,0,0 +3126,ctrl,0,0 +6940,grp1,0,1 +2853,ctrl,0,0 +12065,grp2,0,2 +6245,grp1,0,1 +7630,grp1,0,1 +14151,grp2,0,2 +1833,ctrl,0,0 +566,ctrl,0,0 +190,ctrl,1,0 +4006,ctrl,0,0 +1344,ctrl,0,0 +550,ctrl,0,0 +13458,grp2,0,2 +14022,grp2,0,2 +4219,ctrl,0,0 +10516,grp2,0,2 +2850,ctrl,0,0 +1544,ctrl,0,0 +6742,grp1,0,1 +5054,grp1,0,1 +10066,grp2,0,2 +8156,grp1,0,1 +8524,grp1,0,1 +2779,ctrl,0,0 +6239,grp1,0,1 +1377,ctrl,0,0 +2969,ctrl,5,0 +3639,ctrl,0,0 +1011,ctrl,0,0 +148,ctrl,0,0 +9918,grp1,0,1 +12976,grp2,0,2 +10965,grp2,0,2 +7848,grp1,0,1 +4031,ctrl,0,0 +9592,grp1,0,1 +7192,grp1,0,1 +14033,grp2,0,2 +5349,grp1,0,1 +2755,ctrl,0,0 +13455,grp2,0,2 +14066,grp2,0,2 +6863,grp1,0,1 +8976,grp1,0,1 +11384,grp2,0,2 +808,ctrl,0,0 +14638,grp2,0,2 +4045,ctrl,0,0 +2268,ctrl,0,0 +11062,grp2,0,2 +6992,grp1,0,1 +13434,grp2,0,2 +12486,grp2,5,2 +10717,grp2,0,2 +1229,ctrl,0,0 +10594,grp2,0,2 +13211,grp2,0,2 +3147,ctrl,0,0 +6623,grp1,0,1 +3553,ctrl,0,0 +2112,ctrl,0,0 +1794,ctrl,0,0 +13886,grp2,0,2 +11251,grp2,0,2 +9936,grp1,0,1 +11386,grp2,0,2 +3973,ctrl,0,0 +3884,ctrl,0,0 +6360,grp1,0,1 +7824,grp1,0,1 +9642,grp1,0,1 +11099,grp2,0,2 +14870,grp2,0,2 +13827,grp2,0,2 +8182,grp1,7,1 +10447,grp2,0,2 +8782,grp1,0,1 +843,ctrl,0,0 +8170,grp1,0,1 +3155,ctrl,0,0 +13436,grp2,0,2 +1980,ctrl,0,0 +11721,grp2,0,2 +1503,ctrl,0,0 +13561,grp2,0,2 +1652,ctrl,0,0 +13389,grp2,0,2 +4909,ctrl,0,0 +1546,ctrl,2,0 +3081,ctrl,0,0 +13293,grp2,0,2 +820,ctrl,1,0 +8198,grp1,0,1 +8433,grp1,0,1 +11989,grp2,10,2 +4239,ctrl,0,0 +4221,ctrl,0,0 +9269,grp1,0,1 +10733,grp2,0,2 +11017,grp2,0,2 +13509,grp2,0,2 +6191,grp1,0,1 +7889,grp1,0,1 +5938,grp1,0,1 +1203,ctrl,0,0 +8399,grp1,0,1 +1537,ctrl,0,0 +1809,ctrl,0,0 +10022,grp2,0,2 +1877,ctrl,1,0 +13014,grp2,0,2 +5266,grp1,0,1 +6376,grp1,0,1 +5005,grp1,0,1 +4003,ctrl,0,0 +4303,ctrl,0,0 +11865,grp2,0,2 +7533,grp1,0,1 +1636,ctrl,0,0 +12570,grp2,0,2 +7536,grp1,0,1 +3669,ctrl,5,0 +9442,grp1,0,1 +12187,grp2,0,2 +5928,grp1,0,1 +13570,grp2,5,2 +7256,grp1,2,1 +11613,grp2,0,2 +1260,ctrl,0,0 +7904,grp1,0,1 +5433,grp1,1,1 +11352,grp2,0,2 +9905,grp1,0,1 +14102,grp2,0,2 +4704,ctrl,0,0 +14725,grp2,0,2 +7953,grp1,0,1 +9141,grp1,0,1 +165,ctrl,0,0 +2375,ctrl,0,0 +14737,grp2,0,2 +3735,ctrl,0,0 +8923,grp1,0,1 +11331,grp2,0,2 +12189,grp2,0,2 +6279,grp1,0,1 +2280,ctrl,0,0 +13548,grp2,0,2 +5801,grp1,0,1 +8351,grp1,0,1 +7874,grp1,0,1 +11382,grp2,0,2 +5948,grp1,0,1 +7230,grp1,0,1 +3953,ctrl,0,0 +7323,grp1,0,1 +1462,ctrl,0,0 +1458,ctrl,0,0 +4205,ctrl,0,0 +12100,grp2,0,2 +8728,grp1,0,1 +5941,grp1,0,1 +3650,ctrl,0,0 +4806,ctrl,5,0 +558,ctrl,0,0 +4237,ctrl,0,0 +14010,grp2,0,2 +7977,grp1,0,1 +12553,grp2,0,2 +2703,ctrl,0,0 +5503,grp1,0,1 +7400,grp1,0,1 +12254,grp2,0,2 +3861,ctrl,5,0 +7481,grp1,0,1 +2721,ctrl,0,0 +5333,grp1,0,1 +7581,grp1,0,1 +13337,grp2,0,2 +10479,grp2,0,2 +9652,grp1,0,1 +8359,grp1,0,1 +1932,ctrl,0,0 +7972,grp1,0,1 +8549,grp1,0,1 +11774,grp2,0,2 +13315,grp2,0,2 +9400,grp1,0,1 +2874,ctrl,0,0 +14642,grp2,0,2 +6305,grp1,1,1 +12711,grp2,0,2 +44,ctrl,1,0 +2638,ctrl,0,0 +2688,ctrl,0,0 +741,ctrl,0,0 +445,ctrl,0,0 +4566,ctrl,0,0 +12457,grp2,0,2 +7912,grp1,0,1 +11043,grp2,0,2 +4151,ctrl,0,0 +28,ctrl,0,0 +13363,grp2,0,2 +9321,grp1,8,1 +2676,ctrl,0,0 +883,ctrl,0,0 +12880,grp2,0,2 +14135,grp2,0,2 +13710,grp2,0,2 +3699,ctrl,0,0 +5866,grp1,0,1 +8016,grp1,0,1 +10017,grp2,0,2 +6301,grp1,0,1 +13994,grp2,0,2 +9951,grp1,0,1 +2355,ctrl,0,0 +14091,grp2,0,2 +2042,ctrl,0,0 +7971,grp1,0,1 +11241,grp2,0,2 +9151,grp1,0,1 +6920,grp1,0,1 +2198,ctrl,0,0 +10944,grp2,0,2 +9535,grp1,0,1 +2851,ctrl,0,0 +10182,grp2,0,2 +7955,grp1,0,1 +12635,grp2,0,2 +6540,grp1,0,1 +14353,grp2,0,2 +13535,grp2,0,2 +2257,ctrl,0,0 +2615,ctrl,0,0 +11343,grp2,0,2 +958,ctrl,0,0 +920,ctrl,0,0 +156,ctrl,0,0 +3227,ctrl,0,0 +14400,grp2,0,2 +5361,grp1,0,1 +11981,grp2,0,2 +1775,ctrl,0,0 +2601,ctrl,0,0 +9481,grp1,0,1 +5045,grp1,0,1 +7784,grp1,0,1 +5467,grp1,6,1 +4694,ctrl,0,0 +14073,grp2,0,2 +12545,grp2,0,2 +4551,ctrl,0,0 +7758,grp1,0,1 +10334,grp2,0,2 +9626,grp1,2,1 +12116,grp2,0,2 +13849,grp2,0,2 +6769,grp1,0,1 +11351,grp2,0,2 +5814,grp1,0,1 +10916,grp2,0,2 +369,ctrl,0,0 +10458,grp2,0,2 +178,ctrl,0,0 +12392,grp2,0,2 +4723,ctrl,0,0 +10775,grp2,0,2 +9014,grp1,0,1 +5838,grp1,0,1 +3808,ctrl,0,0 +10166,grp2,0,2 +14396,grp2,0,2 +2464,ctrl,0,0 +14820,grp2,0,2 +6281,grp1,0,1 +11766,grp2,0,2 +12815,grp2,0,2 +3588,ctrl,0,0 +14158,grp2,0,2 +6885,grp1,0,1 +3793,ctrl,0,0 +12870,grp2,0,2 +6089,grp1,0,1 +210,ctrl,0,0 +6054,grp1,0,1 +13824,grp2,0,2 +4555,ctrl,0,0 +413,ctrl,0,0 +5711,grp1,0,1 +3398,ctrl,1,0 +6987,grp1,0,1 +6258,grp1,0,1 +1174,ctrl,0,0 +10121,grp2,0,2 +9983,grp1,0,1 +5390,grp1,0,1 +13322,grp2,0,2 +10735,grp2,0,2 +8196,grp1,0,1 +225,ctrl,0,0 +3606,ctrl,0,0 +812,ctrl,3,0 +10267,grp2,0,2 +9366,grp1,0,1 +7628,grp1,0,1 +5623,grp1,0,1 +898,ctrl,0,0 +13855,grp2,0,2 +4341,ctrl,0,0 +8703,grp1,0,1 +5906,grp1,0,1 +14023,grp2,0,2 +6800,grp1,0,1 +9236,grp1,0,1 +756,ctrl,0,0 +14282,grp2,0,2 +13666,grp2,0,2 +8500,grp1,0,1 +10287,grp2,0,2 +6950,grp1,0,1 +12071,grp2,0,2 +10723,grp2,0,2 +4106,ctrl,0,0 +10837,grp2,1,2 +2401,ctrl,2,0 +5491,grp1,0,1 +5018,grp1,0,1 +5296,grp1,0,1 +5811,grp1,8,1 +14759,grp2,0,2 +572,ctrl,0,0 +9043,grp1,0,1 +1748,ctrl,0,0 +5434,grp1,0,1 +13516,grp2,0,2 +8761,grp1,0,1 +11366,grp2,0,2 +11649,grp2,0,2 +8416,grp1,0,1 +3345,ctrl,0,0 +2013,ctrl,0,0 +5878,grp1,0,1 +967,ctrl,0,0 +1828,ctrl,0,0 +5004,grp1,0,1 +6314,grp1,0,1 +12644,grp2,0,2 +521,ctrl,0,0 +10718,grp2,0,2 +10299,grp2,0,2 +6280,grp1,0,1 +11528,grp2,0,2 +11211,grp2,2,2 +2891,ctrl,0,0 +3777,ctrl,3,0 +7905,grp1,0,1 +7126,grp1,0,1 +2802,ctrl,0,0 +11018,grp2,0,2 +2806,ctrl,0,0 +2350,ctrl,0,0 +11777,grp2,0,2 +9173,grp1,0,1 +542,ctrl,0,0 +2930,ctrl,0,0 +12721,grp2,0,2 +2968,ctrl,0,0 +12795,grp2,0,2 +4771,ctrl,0,0 +12317,grp2,0,2 +5431,grp1,0,1 +7535,grp1,3,1 +8862,grp1,9,1 +925,ctrl,0,0 +594,ctrl,0,0 +1211,ctrl,0,0 +11723,grp2,0,2 +4611,ctrl,0,0 +4715,ctrl,1,0 +8306,grp1,0,1 +5730,grp1,0,1 +5976,grp1,0,1 +10396,grp2,0,2 +14654,grp2,0,2 +2510,ctrl,3,0 +8899,grp1,0,1 +1060,ctrl,0,0 +4689,ctrl,0,0 +9068,grp1,0,1 +10834,grp2,0,2 +12455,grp2,0,2 +384,ctrl,0,0 +11121,grp2,0,2 +1917,ctrl,0,0 +2316,ctrl,0,0 +6819,grp1,0,1 +5883,grp1,0,1 +7627,grp1,0,1 +5991,grp1,0,1 +9792,grp1,0,1 +2602,ctrl,0,0 +2007,ctrl,0,0 +6008,grp1,0,1 +14605,grp2,0,2 +10796,grp2,0,2 +6941,grp1,1,1 +3523,ctrl,0,0 +2242,ctrl,5,0 +5681,grp1,0,1 +8556,grp1,0,1 +484,ctrl,0,0 +9890,grp1,0,1 +1894,ctrl,0,0 +9301,grp1,0,1 +14198,grp2,0,2 +4575,ctrl,0,0 +12416,grp2,0,2 +12404,grp2,0,2 +1338,ctrl,0,0 +4505,ctrl,0,0 +11814,grp2,0,2 +3344,ctrl,0,0 +10905,grp2,0,2 +13541,grp2,0,2 +4397,ctrl,0,0 +2542,ctrl,0,0 +3408,ctrl,0,0 +9673,grp1,0,1 +8412,grp1,0,1 +4038,ctrl,0,0 +7354,grp1,4,1 +1488,ctrl,0,0 +5402,grp1,0,1 +14058,grp2,0,2 +2998,ctrl,0,0 +13271,grp2,0,2 +5867,grp1,0,1 +7863,grp1,0,1 +9361,grp1,0,1 +7410,grp1,0,1 +10319,grp2,0,2 +1381,ctrl,2,0 +6214,grp1,0,1 +2487,ctrl,0,0 +6692,grp1,0,1 +5028,grp1,0,1 +903,ctrl,0,0 +4204,ctrl,2,0 +10963,grp2,0,2 +10403,grp2,0,2 +1323,ctrl,4,0 +2581,ctrl,0,0 +13661,grp2,0,2 +1303,ctrl,0,0 +549,ctrl,0,0 +11537,grp2,0,2 +11403,grp2,0,2 +1642,ctrl,0,0 +1314,ctrl,0,0 +3811,ctrl,0,0 +5560,grp1,0,1 +12567,grp2,0,2 +4541,ctrl,0,0 +13108,grp2,0,2 +11807,grp2,0,2 +8155,grp1,0,1 +1843,ctrl,3,0 +14432,grp2,0,2 +12471,grp2,0,2 +14591,grp2,0,2 +9080,grp1,0,1 +14338,grp2,0,2 +11605,grp2,0,2 +213,ctrl,0,0 +2125,ctrl,0,0 +13979,grp2,0,2 +10560,grp2,0,2 +13287,grp2,0,2 +10995,grp2,0,2 +977,ctrl,0,0 +2831,ctrl,0,0 +3906,ctrl,0,0 +10019,grp2,0,2 +14735,grp2,0,2 +11115,grp2,0,2 +6295,grp1,0,1 +5820,grp1,0,1 +7340,grp1,0,1 +12803,grp2,0,2 +13611,grp2,3,2 +13964,grp2,0,2 +2683,ctrl,0,0 +5794,grp1,0,1 +14327,grp2,0,2 +3516,ctrl,0,0 +8910,grp1,0,1 +3566,ctrl,2,0 +271,ctrl,0,0 +7084,grp1,0,1 +4935,ctrl,0,0 +5389,grp1,0,1 +7012,grp1,0,1 +12379,grp2,2,2 +11718,grp2,0,2 +12331,grp2,0,2 +11346,grp2,0,2 +8738,grp1,0,1 +5851,grp1,0,1 +405,ctrl,0,0 +9379,grp1,0,1 +5149,grp1,0,1 +9552,grp1,0,1 +12093,grp2,0,2 +4530,ctrl,0,0 +6620,grp1,0,1 +14194,grp2,0,2 +2544,ctrl,0,0 +11158,grp2,0,2 +11828,grp2,0,2 +1283,ctrl,0,0 +8236,grp1,0,1 +4649,ctrl,0,0 +4952,ctrl,0,0 +8207,grp1,0,1 +8995,grp1,0,1 +337,ctrl,0,0 +11516,grp2,0,2 +12788,grp2,0,2 +3758,ctrl,0,0 +12723,grp2,0,2 +6892,grp1,0,1 +10691,grp2,0,2 +10156,grp2,0,2 +9155,grp1,0,1 +110,ctrl,0,0 +14627,grp2,0,2 +10014,grp2,0,2 +12193,grp2,0,2 +658,ctrl,0,0 +9259,grp1,0,1 +9219,grp1,0,1 +1246,ctrl,0,0 +2131,ctrl,8,0 +9948,grp1,0,1 +12205,grp2,0,2 +5275,grp1,0,1 +1586,ctrl,0,0 +9747,grp1,0,1 +168,ctrl,0,0 +13901,grp2,0,2 +8655,grp1,0,1 +1697,ctrl,0,0 +9928,grp1,0,1 +6543,grp1,0,1 +9393,grp1,0,1 +14031,grp2,0,2 +525,ctrl,3,0 +14985,grp2,0,2 +11745,grp2,0,2 +9554,grp1,0,1 +4548,ctrl,0,0 +11362,grp2,0,2 +4585,ctrl,0,0 +12411,grp2,0,2 +13130,grp2,0,2 +6228,grp1,0,1 +8927,grp1,0,1 +294,ctrl,0,0 +7309,grp1,8,1 +8413,grp1,0,1 +14718,grp2,0,2 +12808,grp2,0,2 +4099,ctrl,0,0 +12634,grp2,0,2 +9078,grp1,0,1 +9247,grp1,0,1 +2798,ctrl,0,0 +14556,grp2,0,2 +5645,grp1,5,1 +11915,grp2,0,2 +14731,grp2,0,2 +4693,ctrl,0,0 +2906,ctrl,0,0 +5593,grp1,0,1 +8078,grp1,0,1 +12037,grp2,0,2 +12640,grp2,0,2 +5744,grp1,0,1 +1783,ctrl,0,0 +13479,grp2,0,2 +12196,grp2,0,2 +10806,grp2,0,2 +5522,grp1,0,1 +12119,grp2,0,2 +1006,ctrl,0,0 +1255,ctrl,3,0 +9435,grp1,3,1 +5539,grp1,0,1 +14516,grp2,11,2 +8320,grp1,0,1 +134,ctrl,2,0 +10484,grp2,0,2 +13815,grp2,0,2 +4934,ctrl,0,0 +13880,grp2,0,2 +5581,grp1,0,1 +6458,grp1,0,1 +13843,grp2,0,2 +8176,grp1,0,1 +11072,grp2,0,2 +14204,grp2,0,2 +897,ctrl,0,0 +5145,grp1,0,1 +11694,grp2,0,2 +8276,grp1,0,1 +3198,ctrl,0,0 +8270,grp1,0,1 +10744,grp2,0,2 +6460,grp1,0,1 +14377,grp2,0,2 +12598,grp2,0,2 +9682,grp1,0,1 +7804,grp1,0,1 +994,ctrl,0,0 +13867,grp2,0,2 +8853,grp1,0,1 +1168,ctrl,0,0 +1710,ctrl,0,0 +11824,grp2,0,2 +7644,grp1,0,1 +2243,ctrl,0,0 +7602,grp1,0,1 +3591,ctrl,0,0 +14890,grp2,0,2 +12010,grp2,0,2 +5156,grp1,0,1 +4144,ctrl,0,0 +4740,ctrl,0,0 +12671,grp2,0,2 +4842,ctrl,0,0 +12537,grp2,0,2 +11339,grp2,0,2 +517,ctrl,0,0 +11317,grp2,0,2 +7356,grp1,0,1 +10939,grp2,0,2 +2967,ctrl,0,0 +6334,grp1,0,1 +9932,grp1,0,1 +7911,grp1,0,1 +12051,grp2,0,2 +14285,grp2,0,2 +295,ctrl,0,0 +9843,grp1,0,1 +8333,grp1,0,1 +2417,ctrl,0,0 +7966,grp1,0,1 +13079,grp2,0,2 +13759,grp2,0,2 +13016,grp2,0,2 +12157,grp2,0,2 +3983,ctrl,0,0 +3019,ctrl,4,0 +1252,ctrl,0,0 +8047,grp1,5,1 +12212,grp2,0,2 +8041,grp1,0,1 +2681,ctrl,0,0 +1677,ctrl,0,0 +483,ctrl,0,0 +8770,grp1,0,1 +12543,grp2,0,2 +2911,ctrl,0,0 +4856,ctrl,0,0 +6169,grp1,0,1 +13745,grp2,0,2 +13167,grp2,0,2 +6389,grp1,0,1 +5764,grp1,0,1 +7720,grp1,0,1 +10929,grp2,0,2 +9653,grp1,0,1 +485,ctrl,0,0 +1743,ctrl,2,0 +692,ctrl,0,0 +13008,grp2,0,2 +2898,ctrl,0,0 +8509,grp1,0,1 +5993,grp1,1,1 +9787,grp1,2,1 +11780,grp2,0,2 +8983,grp1,0,1 +8603,grp1,0,1 +10569,grp2,0,2 +3091,ctrl,2,0 +9193,grp1,0,1 +10033,grp2,0,2 +1903,ctrl,0,0 +11013,grp2,0,2 +10909,grp2,0,2 +3874,ctrl,0,0 +449,ctrl,0,0 +5978,grp1,0,1 +5988,grp1,0,1 +2354,ctrl,0,0 +10360,grp2,0,2 +2776,ctrl,0,0 +7823,grp1,0,1 +3482,ctrl,0,0 +1007,ctrl,0,0 +11391,grp2,0,2 +9327,grp1,0,1 +8750,grp1,0,1 +9477,grp1,0,1 +315,ctrl,0,0 +5854,grp1,0,1 +11450,grp2,0,2 +4346,ctrl,0,0 +3497,ctrl,0,0 +9495,grp1,0,1 +9337,grp1,0,1 +9829,grp1,0,1 +3334,ctrl,0,0 +8046,grp1,0,1 +1541,ctrl,2,0 +8748,grp1,0,1 +1127,ctrl,0,0 +1173,ctrl,0,0 +2946,ctrl,0,0 +7509,grp1,0,1 +10211,grp2,0,2 +306,ctrl,2,0 +2086,ctrl,0,0 +2312,ctrl,0,0 +10431,grp2,0,2 +8348,grp1,0,1 +5372,grp1,0,1 +8085,grp1,0,1 +8218,grp1,0,1 +796,ctrl,0,0 +1540,ctrl,0,0 +5844,grp1,0,1 +10331,grp2,0,2 +11559,grp2,0,2 +14624,grp2,0,2 +685,ctrl,0,0 +14159,grp2,0,2 +3679,ctrl,0,0 +3041,ctrl,0,0 +4096,ctrl,0,0 +11040,grp2,0,2 +4214,ctrl,0,0 +12150,grp2,0,2 +13662,grp2,0,2 +477,ctrl,0,0 +1726,ctrl,1,0 +14751,grp2,0,2 +11180,grp2,0,2 +8087,grp1,0,1 +1808,ctrl,0,0 +3231,ctrl,1,0 +3203,ctrl,0,0 +5408,grp1,0,1 +10262,grp2,0,2 +13900,grp2,0,2 +6409,grp1,1,1 +10554,grp2,0,2 +6136,grp1,0,1 +14954,grp2,0,2 +11170,grp2,0,2 +12555,grp2,0,2 +5066,grp1,0,1 +2836,ctrl,0,0 +1018,ctrl,0,0 +9762,grp1,0,1 +11883,grp2,0,2 +3510,ctrl,0,0 +8004,grp1,0,1 +11348,grp2,0,2 +14446,grp2,0,2 +2690,ctrl,0,0 +972,ctrl,0,0 +8070,grp1,0,1 +13387,grp2,0,2 +5665,grp1,0,1 +3518,ctrl,0,0 +7129,grp1,0,1 +3141,ctrl,0,0 +3158,ctrl,0,0 +3854,ctrl,0,0 +7608,grp1,0,1 +3733,ctrl,6,0 +133,ctrl,0,0 +13852,grp2,0,2 +7364,grp1,0,1 +613,ctrl,0,0 +8135,grp1,0,1 +1582,ctrl,0,0 +5386,grp1,0,1 +1512,ctrl,0,0 +6988,grp1,0,1 +2038,ctrl,4,0 +1490,ctrl,0,0 +7223,grp1,0,1 +8126,grp1,0,1 +104,ctrl,0,0 +7715,grp1,4,1 +13184,grp2,0,2 +13478,grp2,0,2 +1275,ctrl,0,0 +6120,grp1,0,1 +12797,grp2,0,2 +1029,ctrl,0,0 +1860,ctrl,0,0 +442,ctrl,4,0 +14945,grp2,0,2 +12426,grp2,0,2 +3663,ctrl,0,0 +8089,grp1,0,1 +7089,grp1,4,1 +13066,grp2,0,2 +5379,grp1,0,1 +9752,grp1,0,1 +1579,ctrl,0,0 +14765,grp2,0,2 +10603,grp2,0,2 +11726,grp2,0,2 +4074,ctrl,0,0 +14994,grp2,0,2 +548,ctrl,0,0 +3107,ctrl,0,0 +1397,ctrl,0,0 +9062,grp1,1,1 +1036,ctrl,0,0 +9469,grp1,0,1 +10147,grp2,0,2 +7362,grp1,0,1 +1384,ctrl,0,0 +3034,ctrl,0,0 +3177,ctrl,0,0 +2473,ctrl,0,0 +2282,ctrl,0,0 +12954,grp2,0,2 +7963,grp1,0,1 +10797,grp2,0,2 +3095,ctrl,3,0 +3570,ctrl,0,0 +10316,grp2,0,2 +4469,ctrl,0,0 +14065,grp2,0,2 +5535,grp1,0,1 +5677,grp1,0,1 +10630,grp2,0,2 +12718,grp2,0,2 +14900,grp2,0,2 +10229,grp2,0,2 +6167,grp1,0,1 +2012,ctrl,0,0 +14108,grp2,0,2 +6219,grp1,0,1 +366,ctrl,0,0 +4504,ctrl,0,0 +3468,ctrl,0,0 +3312,ctrl,0,0 +3673,ctrl,0,0 +12155,grp2,0,2 +13153,grp2,0,2 +5153,grp1,0,1 +783,ctrl,1,0 +2607,ctrl,0,0 +2384,ctrl,0,0 +2373,ctrl,0,0 +9955,grp1,0,1 +6345,grp1,0,1 +923,ctrl,0,0 +10290,grp2,0,2 +7932,grp1,0,1 +14294,grp2,0,2 +7668,grp1,0,1 +13310,grp2,0,2 +11038,grp2,0,2 +14337,grp2,0,2 +8591,grp1,0,1 +9621,grp1,0,1 +3364,ctrl,0,0 +1356,ctrl,0,0 +10572,grp2,0,2 +4989,ctrl,0,0 +7557,grp1,0,1 +5835,grp1,0,1 +5391,grp1,0,1 +7929,grp1,0,1 +1855,ctrl,0,0 +13882,grp2,0,2 +12835,grp2,26,2 +10689,grp2,0,2 +2797,ctrl,0,0 +8595,grp1,4,1 +8632,grp1,0,1 +1368,ctrl,0,0 +721,ctrl,0,0 +2889,ctrl,0,0 +10001,grp2,0,2 +1745,ctrl,9,0 +8743,grp1,0,1 +9674,grp1,1,1 +3627,ctrl,0,0 +13973,grp2,0,2 +10696,grp2,0,2 +12561,grp2,0,2 +2448,ctrl,0,0 +14936,grp2,0,2 +9758,grp1,0,1 +11373,grp2,0,2 +3954,ctrl,0,0 +7081,grp1,0,1 diff --git a/data/conversion.csv b/data/conversion.csv new file mode 100644 index 0000000..00f0834 --- /dev/null +++ b/data/conversion.csv @@ -0,0 +1,11306 @@ +,mutation,mean,alpha,date,hash,ratio,count,beta +0,A111C,0.10231009,0.73564357,26/08/2020,-7.44974E+17,0.102868866,5,8.115668 +1,A111D,0.14720899,0.6506714,26/08/2020,-7.44974E+17,0.158981071,10,4.207993 +2,A111E,0.122791894,0.8394632,26/08/2020,-7.44974E+17,0.12791413,4,7.542338 +3,A112Y,0.01914677,0.4826368,26/08/2020,-7.44974E+17,0.018326668,6,34.397533 +4,A116C,0.13193187,0.68493116,26/08/2020,-7.44974E+17,0.139302243,10,5.0646944 +5,A116D,0.005266075,1.3718342,26/08/2020,-7.44974E+17,0.004524542,4,317.87595 +6,A116E,0.005191725,1.5747371,26/08/2020,-7.44974E+17,0.004717089,5,347.83508 +7,A159D,0.28414205,2.7248487,26/08/2020,-7.44974E+17,0.301288568,2,7.613461 +8,A174R,0.001698691,1.4118158,26/08/2020,-7.44974E+17,0.001214015,5,967.63605 +9,A174S,0.03943629,5.75746,26/08/2020,-7.44974E+17,0.037379391,2,154.25136 +10,A195S,0.035078656,5.5390844,26/08/2020,-7.44974E+17,0.033219112,2,168.3691 +11,A228R,0.24653919,6.1254168,26/08/2020,-7.44974E+17,0.2538998,2,19.821745 +12,A228S,0.0906373,4.116773,26/08/2020,-7.44974E+17,0.089235652,3,44.808968 +13,A228T,0.10033506,5.856529,26/08/2020,-7.44974E+17,0.101424245,4,54.69636 +14,A259G,0.022952922,5.877468,26/08/2020,-7.44974E+17,0.021780343,3,267.0893 +15,A259H,0.001558473,1.4526684,26/08/2020,-7.44974E+17,0.000915503,4,1127.1091 +16,A259I,0.005194904,4.3548408,26/08/2020,-7.44974E+17,0.004790355,5,881.91547 +17,A259K,0.004354502,1.9029114,26/08/2020,-7.44974E+17,0.002275878,1,657.562 +18,A259L,0.008158961,2.787845,26/08/2020,-7.44974E+17,0.005212281,1,502.01556 +19,A259M,0.009248946,3.0439978,26/08/2020,-7.44974E+17,0.006712475,1,440.09686 +20,A259N,0.00367175,2.116875,26/08/2020,-7.44974E+17,0.002442686,2,741.3575 +21,A259P,0.002775978,1.138825,26/08/2020,-7.44974E+17,0.000680162,1,750.4696 +22,A259Q,0.003857932,1.6806508,26/08/2020,-7.44974E+17,0.001571136,1,726.3855 +23,A259R,0.001775955,1.7937509,26/08/2020,-7.44974E+17,0.001151719,4,1167.4479 +24,A259T,0.48792726,6.801859,26/08/2020,-7.44974E+17,0.517069317,2,7.152125 +25,A28F,0.001865752,0.987036,26/08/2020,-7.44974E+17,0.000778287,2,838.04877 +26,A28G,0.04767364,4.2834973,26/08/2020,-7.44974E+17,0.046958284,3,92.72577 +27,A53I,0.098763995,5.0359883,26/08/2020,-7.44974E+17,0.099662503,1,55.125847 +28,A53M,0.14855154,3.4732015,26/08/2020,-7.44974E+17,0.148975526,4,21.14077 +29,A53N,0.2713181,1.8720934,26/08/2020,-7.44974E+17,0.282544567,2,5.799462 +30,A80D,0.264663,5.344456,26/08/2020,-7.44974E+17,0.280259548,1,16.753586 +31,D125C,0.010088794,3.1716151,26/08/2020,-7.44974E+17,0.009341426,3,348.89496 +32,D287L,0.02978856,5.3070755,26/08/2020,-7.44974E+17,0.028839401,2,189.81514 +33,D287N,0.060509965,5.9352846,26/08/2020,-7.44974E+17,0.059315728,2,100.73354 +34,E268R,0.035923447,5.6016107,26/08/2020,-7.44974E+17,0.035825092,2,165.3785 +35,E268S,0.041345894,5.735286,26/08/2020,-7.44974E+17,0.039009499,2,146.58505 +36,E268T,0.03813835,4.8705816,26/08/2020,-7.44974E+17,0.038131087,2,136.69873 +37,E268V,0.009758302,3.0690377,26/08/2020,-7.44974E+17,0.007324846,1,438.5948 +38,E268W,0.001781107,1.472325,26/08/2020,-7.44974E+17,0.001011705,3,1040.7502 +39,E268Y,0.00291061,1.7654527,26/08/2020,-7.44974E+17,0.001802446,2,790.68066 +40,E275A,0.058892325,4.873826,26/08/2020,-7.44974E+17,0.055071366,1,96.57575 +41,E91K,0.26268995,1.541866,26/08/2020,-7.44974E+17,0.283163369,2,5.017343 +42,F142W,0.005882644,2.3286943,26/08/2020,-7.44974E+17,0.003608094,1,593.67664 +43,F142Y,0.02359619,4.305229,26/08/2020,-7.44974E+17,0.02270588,4,190.69044 +44,F297I,0.02952819,4.380254,26/08/2020,-7.44974E+17,0.027268222,1,182.20537 +45,F297K,0.002264989,0.818846,26/08/2020,-7.44974E+17,0.000245745,1,773.2828 +46,G162S,0.013738387,3.5309873,26/08/2020,-7.44974E+17,0.011088767,1,333.5716 +47,G162T,0.001076674,0.9567894,26/08/2020,-7.44974E+17,0.000467915,4,1163.6215 +48,G162V,0.002151927,0.76508874,26/08/2020,-7.44974E+17,0.000218233,1,814.7889 +49,G215D,0.1795593,5.2140703,26/08/2020,-7.44974E+17,0.190872599,1,27.69425 +50,G237R,0.10001468,5.1272526,26/08/2020,-7.44974E+17,0.097292434,1,55.21694 +51,G237S,0.07178835,4.877626,26/08/2020,-7.44974E+17,0.073123191,1,76.8384 +52,G237T,0.042460274,4.623187,26/08/2020,-7.44974E+17,0.04106768,1,129.08571 +53,G237W,0.00886854,3.0266232,26/08/2020,-7.44974E+17,0.006455138,1,460.01865 +54,G241A,0.03181952,6.504607,26/08/2020,-7.44974E+17,0.031075592,3,210.14824 +55,G241C,0.0109309,3.2722578,26/08/2020,-7.44974E+17,0.008557915,1,392.3731 +56,G241D,0.005928416,2.3505468,26/08/2020,-7.44974E+17,0.003480481,1,577.8975 +57,H288P,0.002546029,1.0369954,26/08/2020,-7.44974E+17,0.000524072,1,763.24176 +58,H288R,0.048471797,5.8425336,26/08/2020,-7.44974E+17,0.046063477,2,126.28912 +59,K34L,0.006258583,3.8504667,26/08/2020,-7.44974E+17,0.005793603,4,660.20154 +60,L124C,0.005416376,3.7957866,26/08/2020,-7.44974E+17,0.005031738,7,729.2142 +61,L124D,0.001749836,0.89345616,26/08/2020,-7.44974E+17,0.000618342,2,825.07404 +62,L124E,0.001689776,1.0258176,26/08/2020,-7.44974E+17,0.000616474,2,914.2157 +63,L124F,0.00547132,2.6151412,26/08/2020,-7.44974E+17,0.005021185,5,518.07556 +64,L161W,0.006616361,2.4849942,26/08/2020,-7.44974E+17,0.003993679,1,548.2835 +65,L161Y,0.003363881,1.432149,26/08/2020,-7.44974E+17,0.001214185,1,742.135 +66,L167A,0.020330591,3.843747,26/08/2020,-7.44974E+17,0.019182906,2,212.91357 +67,L167C,0.029441837,4.621152,26/08/2020,-7.44974E+17,0.028151083,2,170.90648 +68,L167D,0.002822307,1.1701608,26/08/2020,-7.44974E+17,0.000741451,1,801.54584 +69,L167E,0.00104361,1.2646688,26/08/2020,-7.44974E+17,0.000568963,5,1440.6427 +70,L167F,0.002816376,2.1134079,26/08/2020,-7.44974E+17,0.001982933,3,886.6476 +71,L198G,0.003072592,1.347708,26/08/2020,-7.44974E+17,0.000922063,1,763.7222 +72,L198H,0.008407122,4.4203258,26/08/2020,-7.44974E+17,0.007480499,3,568.3857 +73,L198I,0.12503488,4.648547,26/08/2020,-7.44974E+17,0.129736484,2,35.54213 +74,L234I,0.10832209,4.7575183,26/08/2020,-7.44974E+17,0.107040712,3,42.0317 +75,L234M,0.15231383,6.217902,26/08/2020,-7.44974E+17,0.156346855,3,36.259018 +76,L234N,0.004430481,2.210569,26/08/2020,-7.44974E+17,0.003220552,2,619.911 +77,L234P,0.001940354,1.8432655,26/08/2020,-7.44974E+17,0.001332334,4,1096.734 +78,L234Q,0.005942131,2.317084,26/08/2020,-7.44974E+17,0.003329519,1,582.46564 +79,L234R,0.00390493,1.6656023,26/08/2020,-7.44974E+17,0.001580423,1,681.77124 +80,L234S,0.002967582,1.6607274,26/08/2020,-7.44974E+17,0.001732402,2,753.96326 +81,L234V,0.021234974,3.9757543,26/08/2020,-7.44974E+17,0.019038612,1,232.06573 +82,L234W,0.004351274,1.8767847,26/08/2020,-7.44974E+17,0.002071279,1,655.3158 +83,L243A,0.2925812,5.452043,26/08/2020,-7.44974E+17,0.315833235,1,14.538161 +84,L243D,0.50095475,4.194524,26/08/2020,-7.44974E+17,0.5281781,3,4.205212 +85,L243E,0.18454713,5.2150517,26/08/2020,-7.44974E+17,0.194961462,1,26.52305 +86,L243F,0.4749084,4.6073055,26/08/2020,-7.44974E+17,0.489486939,4,5.1149344 +87,L243G,0.1958452,5.3963103,26/08/2020,-7.44974E+17,0.204162084,1,25.29693 +88,L243H,0.39581296,5.6293426,26/08/2020,-7.44974E+17,0.439559024,1,9.091541 +89,L243I,0.12821536,5.0200233,26/08/2020,-7.44974E+17,0.134584335,1,40.767082 +90,L243K,0.10152571,3.9592116,26/08/2020,-7.44974E+17,0.100327277,2,39.625828 +91,L243M,0.21477155,5.164849,26/08/2020,-7.44974E+17,0.231385002,1,21.350063 +92,L27Y,0.002006716,1.1716554,26/08/2020,-7.44974E+17,0.00069936,2,882.4341 +93,L31A,0.01489286,3.7746406,26/08/2020,-7.44974E+17,0.012036792,1,328.6864 +94,L31C,0.035156853,4.3161,26/08/2020,-7.44974E+17,0.034794627,5,124.41002 +95,L31D,0.000995664,1.2052679,26/08/2020,-7.44974E+17,0.000576329,6,1418.7478 +96,L31E,0.005389262,1.101012,26/08/2020,-7.44974E+17,0.004568844,2,296.7505 +97,L31F,0.1005695,3.9416888,26/08/2020,-7.44974E+17,0.099806364,2,39.84166 +98,N251A,0.08519916,5.865119,26/08/2020,-7.44974E+17,0.083934508,3,66.94217 +99,N251D,0.015830606,4.961762,26/08/2020,-7.44974E+17,0.015395453,4,326.8756 +100,N251E,0.22588988,5.2534857,26/08/2020,-7.44974E+17,0.239408573,1,20.42358 +101,N251F,0.030066853,4.450968,26/08/2020,-7.44974E+17,0.027644445,1,178.476 +102,N251G,0.03738813,7.767494,26/08/2020,-7.44974E+17,0.036962669,4,207.3175 +103,N251H,0.043260533,4.600088,26/08/2020,-7.44974E+17,0.042374534,1,124.92546 +104,N251I,0.044245917,4.7207937,26/08/2020,-7.44974E+17,0.041927854,1,125.39863 +105,N251K,0.019146305,4.931504,26/08/2020,-7.44974E+17,0.017780132,2,280.574 +106,N251L,0.027577791,5.2924676,26/08/2020,-7.44974E+17,0.027011875,2,208.14268 +107,N251M,0.20106839,7.3904676,26/08/2020,-7.44974E+17,0.20579307,3,30.624508 +108,N251P,0.00291723,1.2229462,26/08/2020,-7.44974E+17,0.000866065,1,761.381 +109,N251Q,0.29940078,6.22668,26/08/2020,-7.44974E+17,0.311732488,2,15.364449 +110,N251R,0.054060474,5.440256,26/08/2020,-7.44974E+17,0.05225217,2,105.31792 +111,N251S,0.13020962,4.2571707,26/08/2020,-7.44974E+17,0.12960817,3,30.742542 +112,N251T,0.21638057,5.83347,26/08/2020,-7.44974E+17,0.220726723,2,22.705952 +113,N251V,0.107629284,6.369795,26/08/2020,-7.44974E+17,0.106933521,2,56.754356 +114,N251W,0.052569654,4.7598763,26/08/2020,-7.44974E+17,0.051814999,1,105.767075 +115,N251Y,0.03608085,5.460022,26/08/2020,-7.44974E+17,0.034756247,2,161.10396 +116,N289C,0.042323247,4.6443095,26/08/2020,-7.44974E+17,0.039884504,1,128.95198 +117,N289D,0.024788436,6.299957,26/08/2020,-7.44974E+17,0.024248648,3,263.59177 +118,N289E,0.009681653,3.8414109,26/08/2020,-7.44974E+17,0.00839884,2,453.24915 +119,N289F,0.002447914,1.5043472,26/08/2020,-7.44974E+17,0.001241148,2,849.3365 +120,N289H,0.04412319,5.4602647,26/08/2020,-7.44974E+17,0.043277326,2,130.51028 +121,N289I,0.00183454,1.1510589,26/08/2020,-7.44974E+17,0.000723148,2,941.4095 +122,N289K,0.002467562,1.4918933,26/08/2020,-7.44974E+17,0.001157262,2,840.46155 +123,N289L,0.00311881,1.2764353,26/08/2020,-7.44974E+17,0.000898098,1,752.94806 +124,N289M,0.00812001,2.8781018,26/08/2020,-7.44974E+17,0.005893387,1,497.5149 +125,N289Q,0.007913199,2.799468,26/08/2020,-7.44974E+17,0.005497849,1,495.1059 +126,N289R,0.002214962,1.3586609,26/08/2020,-7.44974E+17,0.001079626,2,870.97186 +127,N289S,0.10199115,0.5391979,26/08/2020,-7.44974E+17,0.091691383,10,5.521003 +128,N289T,0.006402455,2.525748,26/08/2020,-7.44974E+17,0.004259205,1,570.57214 +129,N289W,0.008387431,2.88104,26/08/2020,-7.44974E+17,0.006551848,1,469.3169 +130,N289Y,0.002368655,1.4952561,26/08/2020,-7.44974E+17,0.001229195,2,862.7575 +131,N3A,0.16504875,6.41801,26/08/2020,-7.44974E+17,0.167653821,2,34.630234 +132,N3C,0.11339479,5.019879,26/08/2020,-7.44974E+17,0.118329923,1,46.258354 +133,N3D,0.059178866,4.8530445,26/08/2020,-7.44974E+17,0.056175213,1,92.93709 +134,N3E,0.13796215,4.2069645,26/08/2020,-7.44974E+17,0.138655782,3,28.279137 +135,P12G,0.085733026,4.984279,26/08/2020,-7.44974E+17,0.085155585,1,64.14964 +136,P164C,0.0847353,4.892101,26/08/2020,-7.44974E+17,0.084455134,2,58.440475 +137,P164D,0.01101407,4.9460583,26/08/2020,-7.44974E+17,0.009975691,3,479.19403 +138,P164E,0.014102735,3.496066,26/08/2020,-7.44974E+17,0.012108113,1,319.52966 +139,P164F,0.019946152,5.586403,26/08/2020,-7.44974E+17,0.019189012,3,293.28558 +140,P164G,0.032056972,5.288649,26/08/2020,-7.44974E+17,0.031438283,2,176.05188 +141,P164H,0.021879954,4.107335,26/08/2020,-7.44974E+17,0.021072874,2,210.67328 +142,P164I,0.10809127,4.2600765,26/08/2020,-7.44974E+17,0.109729274,3,38.169056 +143,P164K,0.003070976,2.782261,26/08/2020,-7.44974E+17,0.00250738,4,1002.7421 +144,P164L,0.036766965,4.5714602,26/08/2020,-7.44974E+17,0.034636183,1,149.22522 +145,P224W,0.07954883,4.996767,26/08/2020,-7.44974E+17,0.077659783,1,69.66278 +146,P224Y,0.08267929,6.8511567,26/08/2020,-7.44974E+17,0.083284794,3,79.70357 +147,P22A,0.018979738,3.9148548,26/08/2020,-7.44974E+17,0.017852746,1,263.55948 +148,P22A; D125N; L173M; T207S; H230L,0.004783266,1.9417213,26/08/2020,-7.44974E+17,0.002141638,1,677.72925 +149,P22C,0.01190117,4.760416,26/08/2020,-7.44974E+17,0.01101786,4,421.37808 +150,P22D,0.002544112,2.022871,26/08/2020,-7.44974E+17,0.0016785,3,948.3644 +151,P22E,0.002300886,2.6364915,26/08/2020,-7.44974E+17,0.001797657,5,1251.1729 +152,P22F,0.002768023,1.7740799,26/08/2020,-7.44974E+17,0.001664184,2,826.4865 +153,P22G,0.002555845,1.1158004,26/08/2020,-7.44974E+17,0.000693224,1,787.14044 +154,P22H,0.007744749,4.0430627,26/08/2020,-7.44974E+17,0.007120985,3,567.406 +155,P22I,0.006490911,3.065361,26/08/2020,-7.44974E+17,0.005468792,2,552.9271 +156,P22K,0.027328437,4.3584347,26/08/2020,-7.44974E+17,0.024604607,1,196.225 +157,P22L,0.032204665,4.5414286,26/08/2020,-7.44974E+17,0.029261752,1,168.9498 +158,P22L; A202T; F297L,0.004365304,1.9166801,26/08/2020,-7.44974E+17,0.00227437,1,700.48474 +159,P22L; A48E; M129K; L181S; S220T,0.002486224,1.0228788,26/08/2020,-7.44974E+17,0.000475023,1,836.8318 +160,P22L; E29D; K34N; G87D; V113E; L143M; S220T,0.003115499,1.2970539,26/08/2020,-7.44974E+17,0.000882785,1,753.5959 +161,P22L; P219L; S220T; Y239N,0.003280111,1.487803,26/08/2020,-7.44974E+17,0.001279148,1,743.6851 +162,P22L; R148P; G168W; V175L; S220T; H230Y; V265I,0.0033323,1.4392798,26/08/2020,-7.44974E+17,0.001181091,1,754.99554 +163,P22L; R148P; L161K; S220T; H230Y,0.004939814,2.0465577,26/08/2020,-7.44974E+17,0.002770942,1,634.7984 +164,P22L; S103L; I256N,0.00203823,0.64055777,26/08/2020,-7.44974E+17,0.000101564,1,723.94775 +165,P22L; S67G; V113A; L167P; S220T,0.003244102,1.359129,26/08/2020,-7.44974E+17,0.000968926,1,775.12305 +166,P22L; T38A; D95V; S220T; Q299K,0.003551584,1.5177989,26/08/2020,-7.44974E+17,0.001255601,1,744.78235 +167,P22L; Y123F; A213V; L214P; T245I; V250L; A280S,0.003432302,1.5348562,26/08/2020,-7.44974E+17,0.001317929,1,760.5642 +168,P22M,0.004402864,1.9025422,26/08/2020,-7.44974E+17,0.002325551,1,648.79 +169,P22N,0.009128964,3.719947,26/08/2020,-7.44974E+17,0.007890926,2,461.36853 +170,P22Q,0.003368295,2.5314124,26/08/2020,-7.44974E+17,0.002482879,3,866.1229 +171,P22Q; A127T; S220T,0.004418797,1.8752552,26/08/2020,-7.44974E+17,0.002408306,1,661.4292 +172,P22Q; A213S,0.004244896,1.8577223,26/08/2020,-7.44974E+17,0.002194525,1,690.4839 +173,P22Q; C75S; W115C; T157I; S220T; M273I; S292T,0.003461147,1.4101121,26/08/2020,-7.44974E+17,0.001062239,1,736.55707 +174,P22Q; E295D,0.006847487,2.5298042,26/08/2020,-7.44974E+17,0.0043997,1,536.67816 +175,P22Q; E29V,0.005692108,2.221169,26/08/2020,-7.44974E+17,0.003323821,1,571.9168 +176,P22Q; E46D,0.010310405,3.1767752,26/08/2020,-7.44974E+17,0.007887564,1,413.28912 +177,P22Q; G191A; R274H,0.0044838,1.8665974,26/08/2020,-7.44974E+17,0.002184806,1,659.72504 +178,P22Q; G50C; P171H; A206D; H288R,0.002551124,0.90809995,26/08/2020,-7.44974E+17,0.000333659,1,770.3322 +179,P22Q; K34R; D170E; A223T,0.006476327,2.4395046,26/08/2020,-7.44974E+17,0.003977033,1,551.1638 +180,P22Q; L31S; R110H; A197P; P219T; A257V,0.002110993,1.1017787,26/08/2020,-7.44974E+17,0.001023076,2,759.9815 +181,P22Q; L32P; D125N; D139H; L173Q; Y192N; A218T; G237C,0.002072285,0.7059371,26/08/2020,-7.44974E+17,0.000158075,1,781.296 +182,P22Q; L76H; M129I; D147N; L176S; E208V; S220T; L243P; S267P,0.003166984,1.2849051,26/08/2020,-7.44974E+17,0.000884081,1,737.1693 +183,P22Q; M23S,0.002777252,1.141255,26/08/2020,-7.44974E+17,0.000670992,1,755.6001 +184,P22Q; N251S; R258P; V276D,0.001812689,0.61810803,26/08/2020,-7.44974E+17,0.000114677,1,778.42474 +185,P22Q; P45H; D95N; M129L; P132S; P138L; F142I; A303T,0.00352561,1.4454584,26/08/2020,-7.44974E+17,0.001210033,1,741.6255 +186,P22Q; Q54H; S220T; V250A,0.007925889,2.767712,26/08/2020,-7.44974E+17,0.005425854,1,503.69086 +187,P22Q; S220T,0.020444065,4.014668,26/08/2020,-7.44974E+17,0.018404405,1,243.45407 +188,P22Q; S220T; A231P; E278D,0.006356909,2.4998033,26/08/2020,-7.44974E+17,0.003938302,1,557.4317 +189,P22Q; S220T; D287G,0.01236271,3.399223,26/08/2020,-7.44974E+17,0.009887464,1,358.12207 +190,P22Q; S220T; H285R,0.004978492,2.0500126,26/08/2020,-7.44974E+17,0.0025595,1,643.5878 +191,P22R; E29G; R94G; G168W; A169T; T245A,0.002515499,0.9217392,26/08/2020,-7.44974E+17,0.000358086,1,787.05786 +192,P22R; W41R; A53V; Q54L; S67R; M82I; S220T; V221M; K298T,0.004178936,1.8215789,26/08/2020,-7.44974E+17,0.001885383,1,667.3933 +193,P22S,0.009131518,3.604764,26/08/2020,-7.44974E+17,0.007707257,2,458.218 +194,P22S; A28T; G168E; S220T,0.002925671,1.2141876,26/08/2020,-7.44974E+17,0.000818987,1,736.79425 +195,P22S; A68P; R90C; L98Q; I128T,0.003361601,1.4250433,26/08/2020,-7.44974E+17,0.001125129,1,730.2824 +196,P22S; L25W,0.012926229,3.5281796,26/08/2020,-7.44974E+17,0.009835773,1,359.98105 +197,P22S; M23L; A56T; S205R; S220T; A259R; H285Q,0.003305749,1.3947284,26/08/2020,-7.44974E+17,0.000967647,1,766.8303 +198,P22S; N102I; N190Y; L227P; H271R,0.002069469,0.7545879,26/08/2020,-7.44974E+17,0.00021814,1,780.485 +199,P22S; N78Y; D95Y; V232D,0.003874293,1.684504,26/08/2020,-7.44974E+17,0.001744413,1,709.451 +200,P22S; S160T; V221E,0.013351467,3.5056126,26/08/2020,-7.44974E+17,0.011135931,1,342.339 +201,P22S; S220T,0.049737938,4.7809887,26/08/2020,-7.44974E+17,0.04700992,1,113.368484 +202,P22S; S49G; S220T,0.16951378,5.2477837,26/08/2020,-7.44974E+17,0.176443488,1,29.937254 +203,P22S; T63N; D95E; S114T; D139N; A159T; N190Y,0.00807111,2.747694,26/08/2020,-7.44974E+17,0.005304664,1,485.67316 +204,P22S; V99D; S220T; P270S; V293L,0.002282129,0.89187276,26/08/2020,-7.44974E+17,0.000355862,1,826.6407 +205,P22S; Y144N,0.001924548,0.6841853,26/08/2020,-7.44974E+17,0.000138424,1,785.48145 +206,P22S; Y83N; S220T; N251S,0.004162762,1.8247612,26/08/2020,-7.44974E+17,0.002105342,1,692.7329 +207,P22T,0.004526733,3.147328,26/08/2020,-7.44974E+17,0.003738517,3,776.51416 +208,P22T; R47H; M129L; L227Q,0.006058668,2.3755689,26/08/2020,-7.44974E+17,0.003924643,1,570.48303 +209,P22V,0.006100574,2.954083,26/08/2020,-7.44974E+17,0.00502502,2,577.4681 +210,P22W,0.001719183,0.9949067,26/08/2020,-7.44974E+17,0.000510367,2,891.19934 +211,P22W; P106Q; T179N,0.002582725,0.99908245,26/08/2020,-7.44974E+17,0.000420199,1,828.60626 +212,P22Y,0.002689597,1.6720573,26/08/2020,-7.44974E+17,0.001466456,2,846.6179 +213,P240A,0.04838813,4.721462,26/08/2020,-7.44974E+17,0.048303927,1,113.36372 +214,P240F,0.015006007,3.6862803,26/08/2020,-7.44974E+17,0.012063949,1,317.0321 +215,P240G,0.027599664,4.342325,26/08/2020,-7.44974E+17,0.02488799,1,189.0675 +216,P240L,0.0440834,4.225188,26/08/2020,-7.44974E+17,0.042039025,2,103.45967 +217,P240N,0.116290525,5.0210476,26/08/2020,-7.44974E+17,0.121097743,1,45.31751 +218,P240Q,0.057105035,5.985872,26/08/2020,-7.44974E+17,0.055719154,4,103.35815 +219,P240S; R247H,0.021895463,4.0614066,26/08/2020,-7.44974E+17,0.019413996,1,232.1299 +220,P240T,0.03272375,4.426062,26/08/2020,-7.44974E+17,0.03052619,1,160.2805 +221,P240Y,0.018377291,3.9402852,26/08/2020,-7.44974E+17,0.015273496,1,273.3435 +222,P270A,0.036966424,4.5336533,26/08/2020,-7.44974E+17,0.034931791,1,147.66547 +223,P270C,0.043778323,5.8562875,26/08/2020,-7.44974E+17,0.041879235,2,141.39989 +224,P270D,0.001611915,0.97582567,26/08/2020,-7.44974E+17,0.000530629,2,938.1378 +225,P270E,0.001779042,1.0595033,26/08/2020,-7.44974E+17,0.000608444,2,915.6222 +226,P270F,0.005181936,3.164446,26/08/2020,-7.44974E+17,0.00446169,3,676.5528 +227,P270G,0.006852755,2.70287,26/08/2020,-7.44974E+17,0.006160139,4,434.91064 +228,P270H,0.008628122,3.7052903,26/08/2020,-7.44974E+17,0.007541753,2,493.53897 +229,P270I,0.006048529,3.4564931,26/08/2020,-7.44974E+17,0.005104467,3,632.9001 +230,P270K,0.001932219,1.0477396,26/08/2020,-7.44974E+17,0.000751529,2,811.5502 +231,P270N,0.00869099,2.869399,26/08/2020,-7.44974E+17,0.00739092,2,391.47705 +232,P270Q,0.013790858,4.411253,26/08/2020,-7.44974E+17,0.012314853,2,355.86893 +233,P270R,0.001863629,1.1569145,26/08/2020,-7.44974E+17,0.00066143,2,921.451 +234,P270S,0.036751594,6.7803082,26/08/2020,-7.44974E+17,0.03545082,3,188.84596 +235,P270T,0.008744362,5.4338865,26/08/2020,-7.44974E+17,0.00820404,7,637.10596 +236,P270V,0.005625228,2.6696835,26/08/2020,-7.44974E+17,0.00424284,2,577.5773 +237,P270W,0.002787168,1.1772872,26/08/2020,-7.44974E+17,0.000720148,1,806.68304 +238,P300A,0.03773786,1.9479198,26/08/2020,-7.44974E+17,0.034912697,2,64.35608 +239,P300C,0.020027163,5.302159,26/08/2020,-7.44974E+17,0.018891917,3,277.97104 +240,P300E,0.01641454,4.5591087,26/08/2020,-7.44974E+17,0.01533631,3,296.3876 +241,P300F,0.010666027,1.4339678,26/08/2020,-7.44974E+17,0.009936205,3,166.12888 +242,P300G,0.03925044,4.684918,26/08/2020,-7.44974E+17,0.035632031,1,141.9086 +243,P300H,0.017085869,4.710629,26/08/2020,-7.44974E+17,0.016015858,2,306.26886 +244,P300I,0.03624674,4.558263,26/08/2020,-7.44974E+17,0.032543988,1,150.80925 +245,P300K,0.08634808,5.1905327,26/08/2020,-7.44974E+17,0.085625981,2,60.590923 +246,P300L,0.010461194,3.1701224,26/08/2020,-7.44974E+17,0.008184841,1,412.9941 +247,P300M,0.017765315,3.895536,26/08/2020,-7.44974E+17,0.015667178,1,279.28647 +248,P300N,0.02190372,4.6324,26/08/2020,-7.44974E+17,0.020946199,4,219.0907 +249,P300Q,0.120453574,5.022838,26/08/2020,-7.44974E+17,0.122338349,1,43.590015 +250,P300R,0.06725656,5.009619,26/08/2020,-7.44974E+17,0.063880094,2,77.23463 +251,P300S,0.051194586,5.648028,26/08/2020,-7.44974E+17,0.05117322,6,108.102356 +252,P300W,0.012539793,3.422032,26/08/2020,-7.44974E+17,0.009896638,1,362.6184 +253,P300Y,0.009957802,3.9355428,26/08/2020,-7.44974E+17,0.008445289,2,452.7537 +254,P302C,0.12860411,7.8551874,26/08/2020,-7.44974E+17,0.126724092,3,55.516644 +255,P302D,0.027907668,4.3098917,26/08/2020,-7.44974E+17,0.025891796,1,186.9684 +256,P302E,0.052567407,4.673396,26/08/2020,-7.44974E+17,0.052168382,1,103.00208 +257,P302F,0.16222467,4.673237,26/08/2020,-7.44974E+17,0.166488121,2,26.659061 +258,P302H,0.14767261,7.2631693,26/08/2020,-7.44974E+17,0.146860349,3,43.81654 +259,P302I,0.10695184,5.177695,26/08/2020,-7.44974E+17,0.106068678,1,52.114937 +260,P302K,0.2519015,7.7638264,26/08/2020,-7.44974E+17,0.260798319,3,23.91375 +261,P302L,0.25993392,2.5619788,26/08/2020,-7.44974E+17,0.25877439,5,7.6922245 +262,P302M,0.0756554,5.9225626,26/08/2020,-7.44974E+17,0.075096542,2,78.76764 +263,P302N,0.12516001,4.9633255,26/08/2020,-7.44974E+17,0.124418712,4,36.590923 +264,P302Q,0.08219893,6.626831,26/08/2020,-7.44974E+17,0.083060137,3,77.93287 +265,P302R,0.17554848,7.815748,26/08/2020,-7.44974E+17,0.178452226,3,37.999302 +266,P302T,0.09343008,4.9665704,26/08/2020,-7.44974E+17,0.095343598,1,57.197594 +267,P302V,0.15017766,6.2432265,26/08/2020,-7.44974E+17,0.149972379,2,37.733044 +268,P302W,0.047351655,4.783571,26/08/2020,-7.44974E+17,0.044745249,1,117.35799 +269,P37A,0.11286448,2.121229,26/08/2020,-7.44974E+17,0.111693309,5,18.208847 +270,P37A; S220T; H285R; Q299H,0.044396535,4.7258925,26/08/2020,-7.44974E+17,0.041582151,1,126.512505 +271,P37C,0.035460003,6.203355,26/08/2020,-7.44974E+17,0.03449517,3,179.22458 +272,P37D,0.03801255,8.293548,26/08/2020,-7.44974E+17,0.037290611,5,216.15506 +273,P37E,0.049445916,6.1882634,26/08/2020,-7.44974E+17,0.048830115,4,124.43886 +274,P37G,0.015351675,5.4779553,26/08/2020,-7.44974E+17,0.014718003,5,366.59625 +275,P37H,0.20641069,1.4853253,26/08/2020,-7.44974E+17,0.198051138,7,6.157651 +276,P37H; D152N; F166I,0.00588896,2.3925903,26/08/2020,-7.44974E+17,0.003456823,1,602.3095 +277,P37H; D163E; V199M,0.039477807,4.672522,26/08/2020,-7.44974E+17,0.037314025,1,138.91284 +278,P37H; G87D; G146D; F297S,0.003938553,1.7115866,26/08/2020,-7.44974E+17,0.001794852,1,750.74805 +279,P37H; G87V; L151Q; S220T; P240Q,0.003790823,1.5747359,26/08/2020,-7.44974E+17,0.001480986,1,707.704 +280,P37H; I73N; N78D; A229S,0.001897859,0.62518626,26/08/2020,-7.44974E+17,0.000116643,1,763.6711 +281,P37H; L189I; S220T,0.36057952,5.365331,26/08/2020,-7.44974E+17,0.406942169,1,10.230323 +282,P37H; L234H,0.001994578,0.61106807,26/08/2020,-7.44974E+17,9.65E-05,1,726.867 +283,P37H; L51P,0.022607736,4.1366777,26/08/2020,-7.44974E+17,0.02003709,1,230.4872 +284,P37H; Q107R; D139N; L246P; R279C,0.004079937,1.7445955,26/08/2020,-7.44974E+17,0.001834101,1,681.7554 +285,P37H; R43C; S220T,0.012107503,3.3927224,26/08/2020,-7.44974E+17,0.009521778,1,374.3683 +286,P37H; S220T,0.64761823,6.9045935,26/08/2020,-7.44974E+17,0.720090511,2,3.5169384 +287,P37H; S220T; H230Y; A296V,0.60498965,5.8534517,26/08/2020,-7.44974E+17,0.720693344,1,3.566006 +288,P37H; S69T; S226P; E261G,0.002868488,1.2310017,26/08/2020,-7.44974E+17,0.000799955,1,752.8017 +289,P37H; T44I; G126A; D152V; Y290F; S292P,0.002880081,1.1410526,26/08/2020,-7.44974E+17,0.000653563,1,758.90295 +290,Q299H,0.16198178,1.225225,26/08/2020,-7.44974E+17,0.164909768,3,7.4995565 +291,Q299I,0.06814889,6.1508536,26/08/2020,-7.44974E+17,0.066543254,3,89.200455 +292,Q299L,0.097712256,4.53639,26/08/2020,-7.44974E+17,0.095754885,2,47.051716 +293,Q299M,0.122669995,4.9771967,26/08/2020,-7.44974E+17,0.128730505,1,41.846607 +294,Q299N,0.047493067,8.491822,26/08/2020,-7.44974E+17,0.046768659,5,174.7978 +295,Q299P,0.004416397,2.4795828,26/08/2020,-7.44974E+17,0.003135925,2,694.6078 +296,Q299R,0.07563653,4.871242,26/08/2020,-7.44974E+17,0.073870368,1,73.05375 +297,Q299S,0.07189651,4.9364705,26/08/2020,-7.44974E+17,0.071763463,1,77.19118 +298,Q299T,0.071661964,4.9109817,26/08/2020,-7.44974E+17,0.071157382,1,77.55772 +299,Q299V,0.11991884,4.872942,26/08/2020,-7.44974E+17,0.121335733,2,39.155476 +300,Q299W,0.018392803,3.8650389,26/08/2020,-7.44974E+17,0.016791032,1,263.7902 +301,Q299Y,0.026046192,4.3164244,26/08/2020,-7.44974E+17,0.022740834,1,205.28859 +302,Q54A,0.14970292,5.1562314,26/08/2020,-7.44974E+17,0.155306253,1,34.304935 +303,Q54D,0.13785538,2.6843781,26/08/2020,-7.44974E+17,0.134967002,4,18.358984 +304,Q54E,0.10758179,3.6754282,26/08/2020,-7.44974E+17,0.105609208,2,34.52346 +305,Q54H,0.18065356,4.7469087,26/08/2020,-7.44974E+17,0.182593196,4,22.563393 +306,Q54H; A112S; S220T; H230Y,0.44908166,5.629642,26/08/2020,-7.44974E+17,0.502628456,1,7.135027 +307,Q54H; A59T; L98M; V113I,0.008133177,2.7961237,26/08/2020,-7.44974E+17,0.005661581,1,491.31567 +308,Q54H; A60S; Y123S; A127T,0.006878281,2.5699863,26/08/2020,-7.44974E+17,0.00446607,1,538.567 +309,Q54H; A68T; T81A; S220T,0.07208918,4.984746,26/08/2020,-7.44974E+17,0.069227364,1,78.0314 +310,Q54H; D118G; Y123H; S220T; L243P; A296D,0.003115832,1.3587623,26/08/2020,-7.44974E+17,0.001037931,1,763.23834 +311,Q54H; D95V; S220T,0.01037031,3.2355123,26/08/2020,-7.44974E+17,0.008080533,1,421.5391 +312,Q54H; H154R; A169T; S220T,0.010135311,3.752491,26/08/2020,-7.44974E+17,0.00884175,2,420.45956 +313,Q54H; M129T; R148P; S220T; H230Y,0.55270493,5.488358,26/08/2020,-7.44974E+17,0.665954708,1,4.345793 +314,Q54H; N78D,0.07881568,4.9946384,26/08/2020,-7.44974E+17,0.077522719,1,69.471825 +315,Q54H; P133H,0.1716729,5.252663,26/08/2020,-7.44974E+17,0.174489844,1,29.510553 +316,Q54H; R90C; A202G; S220T,0.5468226,5.564657,26/08/2020,-7.44974E+17,0.645782293,1,4.413919 +317,Q54H; S114T; E268K; A280T,0.009007485,3.0060303,26/08/2020,-7.44974E+17,0.007154263,1,448.4103 +318,Q54H; S220T,0.6038192,5.9002953,26/08/2020,-7.44974E+17,0.725163129,1,3.5356152 +319,Q54H; T157S; A223V,0.008605192,2.9315312,26/08/2020,-7.44974E+17,0.005725224,1,467.82138 +320,Q54H; T196M; S220T,0.39349446,5.604271,26/08/2020,-7.44974E+17,0.431152578,1,9.111641 +321,Q54H; V109M; A202E; E254D,0.00190304,0.5958068,26/08/2020,-7.44974E+17,9.89E-05,1,781.162 +322,Q54H; V66E; A111T; S220T,0.002825694,1.213244,26/08/2020,-7.44974E+17,0.000895579,1,772.0054 +323,Q54H; Y186C; P240R; E254D,0.004338075,1.8296628,26/08/2020,-7.44974E+17,0.002195058,1,665.2681 +324,Q54I,0.040535994,7.6471972,26/08/2020,-7.44974E+17,0.040038514,4,188.30948 +325,Q54K,0.15877503,7.0999403,26/08/2020,-7.44974E+17,0.161025287,3,39.232395 +326,Q54K; A218T,0.24814773,5.3429737,26/08/2020,-7.44974E+17,0.267450347,1,18.432476 +327,Q54K; E91G; S220T,0.6758505,5.9058776,26/08/2020,-7.44974E+17,0.813536155,1,2.427942 +328,Q54K; I73F; W216R; S220T,0.010890168,3.227255,26/08/2020,-7.44974E+17,0.008350989,1,397.4046 +329,Q54K; T105A; F217L; H255Q; L272Q,0.002077167,0.7379312,26/08/2020,-7.44974E+17,0.000178276,1,712.6393 +330,Q54L,0.10019193,3.249949,26/08/2020,-7.44974E+17,0.096861546,4,31.646427 +331,Q54L; D139E; A277T,0.003856103,1.6204228,26/08/2020,-7.44974E+17,0.001468041,1,709.76996 +332,Q54L; F166S; S220T; V293A,0.003312426,1.4805344,26/08/2020,-7.44974E+17,0.001241093,1,759.6535 +333,Q54L; G104C; P164T,0.00259283,1.0841506,26/08/2020,-7.44974E+17,0.000557193,1,808.84515 +334,Q54L; G55S,0.004347783,1.9193132,26/08/2020,-7.44974E+17,0.002076979,1,670.1607 +335,Q54L; I128V; S201T; Q299K,0.019878289,4.0358324,26/08/2020,-7.44974E+17,0.016991455,1,253.51431 +336,Q54L; L176V; H183R,0.003843604,1.6425132,26/08/2020,-7.44974E+17,0.001822466,1,713.60175 +337,Q54L; M185I; S220T,0.015779678,3.7328665,26/08/2020,-7.44974E+17,0.013174531,1,306.83688 +338,Q54L; M82L; S145T; T172S; S205C,0.002064955,0.68204314,26/08/2020,-7.44974E+17,0.000146756,1,757.0121 +339,Q54L; N78K; D95G; D170G; L181I; M273I; H285Q,0.001598803,0.9903801,26/08/2020,-7.44974E+17,0.000527159,2,951.6147 +340,Q54L; P171S; S220T,0.24050467,5.2987294,26/08/2020,-7.44974E+17,0.254919713,1,19.106392 +341,Q54L; R96H; V99D; S220T,0.002896145,1.2347732,26/08/2020,-7.44974E+17,0.00087696,1,762.0953 +342,Q54L; S220T,0.54067194,5.880409,26/08/2020,-7.44974E+17,0.634478367,1,4.886819 +343,Q54L; V109E; D170E; S220T; L227Q,0.004425192,1.914318,26/08/2020,-7.44974E+17,0.002252256,1,664.3433 +344,Q54L; V130E; A156V; S267L; G286V; M291V; A303T,0.002283974,0.8612397,26/08/2020,-7.44974E+17,0.000296928,1,767.7797 +345,Q54L; V150L; G286W,0.00393434,1.6299523,26/08/2020,-7.44974E+17,0.001495278,1,708.16223 +346,Q54L; W115L; I128N; D163A; T245A; Q283L,0.002111431,0.75251234,26/08/2020,-7.44974E+17,0.000189944,1,778.3945 +347,Q54L; W115R; D125G; F209Y; S220T,0.003193515,1.3699915,26/08/2020,-7.44974E+17,0.001205137,1,745.3284 +348,Q54N,0.103828706,7.3198075,26/08/2020,-7.44974E+17,0.102837068,3,66.139114 +349,Q54P,0.005140511,2.712145,26/08/2020,-7.44974E+17,0.00395341,2,638.152 +350,Q54R,0.27061146,1.8150024,26/08/2020,-7.44974E+17,0.278053605,3,5.4211497 +351,Q54R; A65D; Y83C; T121S; D139Y; A210V; D233E; N249T,0.001726145,0.52306783,26/08/2020,-7.44974E+17,4.75E-05,1,773.42816 +352,Q54R; A65T; A156T; S220T,0.004447694,1.9219347,26/08/2020,-7.44974E+17,0.002189015,1,666.34924 +353,Q54R; A68S; L101P; G104S; L158I; R274C; D287G,0.002261567,0.871991,26/08/2020,-7.44974E+17,0.000307543,1,786.311 +354,Q54R; D95V; L214H; S220T; E261D; Q263R,0.004276227,1.8308502,26/08/2020,-7.44974E+17,0.001893472,1,707.69086 +355,Q54R; G162R; G191R; L193H; S220T,0.001669451,0.972274,26/08/2020,-7.44974E+17,0.000558582,2,903.19293 +356,Q54R; M82K; H154L; S220T,0.004278767,1.8209665,26/08/2020,-7.44974E+17,0.002260503,1,658.1995 +357,Q54R; N178I,0.002087286,0.7492635,26/08/2020,-7.44974E+17,0.000197244,1,775.4607 +358,R274P,0.001764879,1.2443438,26/08/2020,-7.44974E+17,0.001012818,3,926.8003 +359,R274S,0.057778258,6.508244,26/08/2020,-7.44974E+17,0.056835602,3,112.393 +360,R274V,0.10023552,5.7857447,26/08/2020,-7.44974E+17,0.099292346,3,55.005215 +361,R274Y,0.12023394,3.4434645,26/08/2020,-7.44974E+17,0.121974435,2,28.681595 +362,R279A,0.045031983,6.8829665,26/08/2020,-7.44974E+17,0.043748561,3,153.61932 +363,R279C,0.044725046,4.750957,26/08/2020,-7.44974E+17,0.042278225,1,124.408134 +364,R279D,0.03743734,4.602632,26/08/2020,-7.44974E+17,0.034057757,1,145.52838 +365,R279E,0.040398665,5.193874,26/08/2020,-7.44974E+17,0.039631543,2,136.58635 +366,R279F,0.043058217,8.341015,26/08/2020,-7.44974E+17,0.042819379,5,190.47676 +367,R279G,0.03376508,4.5234404,26/08/2020,-7.44974E+17,0.030889767,1,158.8499 +368,R279H,0.039809078,7.03328,26/08/2020,-7.44974E+17,0.039564142,5,174.84352 +369,R279I,0.031263772,4.4584355,26/08/2020,-7.44974E+17,0.02992726,1,171.41168 +370,R279K,0.090022154,5.5332184,26/08/2020,-7.44974E+17,0.089832337,2,61.260166 +371,R279L,0.06908168,7.0684175,26/08/2020,-7.44974E+17,0.068524983,4,98.69749 +372,R279M,0.07674633,5.0382924,26/08/2020,-7.44974E+17,0.073023869,1,73.87834 +373,R279P,0.001453323,1.1702738,26/08/2020,-7.44974E+17,0.00067439,3,1065.4188 +374,R279Q,0.07701419,4.935917,26/08/2020,-7.44974E+17,0.075782431,1,71.476654 +375,R279S,0.22524488,5.352553,26/08/2020,-7.44974E+17,0.241069727,1,20.968075 +376,R279T,0.0438922,7.017627,26/08/2020,-7.44974E+17,0.043459383,5,157.87099 +377,R279V,0.035726115,5.5149784,26/08/2020,-7.44974E+17,0.033816967,2,165.18004 +378,R279W,0.05079091,5.583743,26/08/2020,-7.44974E+17,0.050909742,3,111.66158 +379,R279Y,0.03862838,4.5116563,26/08/2020,-7.44974E+17,0.037733645,1,142.50139 +380,R43C,0.002251847,1.2538526,26/08/2020,-7.44974E+17,0.001065856,2,822.3962 +381,R43C; A169V; E208V; S220T; D235G; G237D,0.002581992,1.0475512,26/08/2020,-7.44974E+17,0.000538713,1,800.9223 +382,R43C; D95E; R96L,0.003106843,1.3017001,26/08/2020,-7.44974E+17,0.000913404,1,767.7818 +383,R43C; E84G; L98Q; L182P; P302Q,0.010152436,3.1626413,26/08/2020,-7.44974E+17,0.007664577,1,416.70837 +384,R43C; G104R; K298R,0.003040305,1.3220862,26/08/2020,-7.44974E+17,0.000918877,1,758.4433 +385,R43C; G200E; A210T,0.003339944,1.463556,26/08/2020,-7.44974E+17,0.001297284,1,750.57745 +386,R43C; I73T; C75Y; R137C; L176S; S220T; P240S; M248I,0.004285328,1.8072559,26/08/2020,-7.44974E+17,0.00196793,1,666.31 +387,R43C; L51P; Q107H; I128V; A218T; L272Q; V293D,0.003011634,1.2832507,26/08/2020,-7.44974E+17,0.000870453,1,765.7493 +388,R43C; Q107H; I128V; S220T; H266L,0.0031374,1.3705007,26/08/2020,-7.44974E+17,0.001051168,1,758.1978 +389,R43C; S220T; I256S; A280T,0.003451258,1.4739797,26/08/2020,-7.44974E+17,0.00127465,1,766.3594 +390,R43C; T44C,0.002276636,0.8537924,26/08/2020,-7.44974E+17,0.000289548,1,798.07935 +391,R43C; V135L; R148P; S220T; H230Y,0.004642676,1.938317,26/08/2020,-7.44974E+17,0.002332978,1,653.89575 +392,R43C; V66E; D95V; W115R; D233N; A282V; P300Q,0.002022486,0.7465567,26/08/2020,-7.44974E+17,0.000226524,1,820.1296 +393,R43C; V71D; F142L; S220T,0.003481371,1.4883387,26/08/2020,-7.44974E+17,0.001311934,1,751.3854 +394,R43C; V99A; V130E; N289K,0.002330427,0.8977597,26/08/2020,-7.44974E+17,0.000323218,1,791.524 +395,R43C; Y177N; L243Q; E254D,0.002379896,0.9256476,26/08/2020,-7.44974E+17,0.000337702,1,769.19073 +396,R43D,0.002709823,1.0399272,26/08/2020,-7.44974E+17,0.000496509,1,762.7464 +397,R43E,0.001421801,0.7854242,26/08/2020,-7.44974E+17,0.000301981,2,903.36206 +398,R43F,0.001234511,1.1097645,26/08/2020,-7.44974E+17,0.000645838,4,1138.027 +399,R43G,0.00249054,1.5148795,26/08/2020,-7.44974E+17,0.001195304,2,856.3578 +400,R43G; Q107K; W115C; A156D; K236I,0.007983739,2.8136368,26/08/2020,-7.44974E+17,0.005539737,1,490.21976 +401,R43H,0.004748228,1.9311019,26/08/2020,-7.44974E+17,0.002345813,1,654.2014 +402,R43H; A140T; S205G,0.001850895,0.67594117,26/08/2020,-7.44974E+17,0.000153851,1,827.2781 +403,R43H; A174S; S220T; P224H; A277V; G284R,0.003294112,1.4290391,26/08/2020,-7.44974E+17,0.001121003,1,731.82947 +404,R43H; A231P,0.004648593,1.8873001,26/08/2020,-7.44974E+17,0.002091233,1,662.5857 +405,R43H; A65V; M74V; T105I; S220T,0.00296497,1.2270383,26/08/2020,-7.44974E+17,0.000725183,1,774.21875 +406,R43H; D152E; N178S; S220T; H230Y,0.005911137,2.4123101,26/08/2020,-7.44974E+17,0.003589236,1,591.01483 +407,R43H; D64N; A111E; S220T,0.005475508,2.2247818,26/08/2020,-7.44974E+17,0.00327831,1,600.4195 +408,R43H; D95H; S220T; H230Y; E254K,0.011311541,3.3249636,26/08/2020,-7.44974E+17,0.008643374,1,393.69962 +409,R43H; G126D; S267T,0.005372688,2.2132645,26/08/2020,-7.44974E+17,0.003224581,1,614.49255 +410,R43H; G55C; Q107H; T121A; I128N; S220T,0.002193968,1.2318468,26/08/2020,-7.44974E+17,0.000986765,2,803.4575 +411,R43H; L176I; S220T; Y239F,0.004296058,1.7629467,26/08/2020,-7.44974E+17,0.0019014,1,669.3205 +412,R43H; N238Y,0.004213032,1.7860096,26/08/2020,-7.44974E+17,0.001868808,1,676.7719 +413,R43H; P133S,0.006471924,2.457309,26/08/2020,-7.44974E+17,0.004300194,1,547.4483 +414,R43H; S220T,0.008870923,2.4830546,26/08/2020,-7.44974E+17,0.00831128,4,310.2043 +415,R43H; S220T; D235E,0.004990318,2.072686,26/08/2020,-7.44974E+17,0.002441741,1,664.06305 +416,R43H; S220T; R279H,0.003662394,1.6288171,26/08/2020,-7.44974E+17,0.001630441,1,733.0767 +417,R43H; S49C; G55C; A156V; A187S; M291V; F297I,0.00671595,2.5736537,26/08/2020,-7.44974E+17,0.004321225,1,533.9069 +418,R43H; V130E; S220T,0.005225055,2.153718,26/08/2020,-7.44974E+17,0.00274256,1,621.16815 +419,R43H; V265R,0.003742618,1.604178,26/08/2020,-7.44974E+17,0.001542579,1,713.5273 +420,R43I,0.001162082,1.3046986,26/08/2020,-7.44974E+17,0.000647788,5,1328.2455 +421,R43K,0.02691935,4.3095737,26/08/2020,-7.44974E+17,0.024174578,1,199.91443 +422,R43L,0.003376669,1.4743328,26/08/2020,-7.44974E+17,0.001150807,1,730.05457 +423,R43L; L76P; R122L; S220T,0.00320933,1.4103552,26/08/2020,-7.44974E+17,0.001075118,1,759.3901 +424,R43L; S67G; Y83F; P131T; N238I; H255Q; H288Q,0.002332279,0.90612644,26/08/2020,-7.44974E+17,0.000391221,1,790.07355 +425,R43M,0.002162434,1.6527474,26/08/2020,-7.44974E+17,0.001579542,4,894.6569 +426,R43P; A48E,0.002215849,0.8005825,26/08/2020,-7.44974E+17,0.000240126,1,794.8768 +427,R90H; A156V; Y186N; T188P; S220T,0.004126743,1.7716469,26/08/2020,-7.44974E+17,0.0019395,1,677.2575 +428,R90E,0.29393783,2.0097804,26/08/2020,-7.44974E+17,0.297223413,3,5.307439 +429,R90F,0.03981898,4.6029963,26/08/2020,-7.44974E+17,0.038098451,1,135.41283 +430,R90G,0.20711392,5.2905006,26/08/2020,-7.44974E+17,0.21875137,1,22.692852 +431,R90H,0.20877334,5.8758492,26/08/2020,-7.44974E+17,0.215602406,2,23.7711 +432,S145D,0.001040794,0.78955483,26/08/2020,-7.44974E+17,0.00031141,3,1095.4647 +433,S145E,0.000830949,1.4230489,26/08/2020,-7.44974E+17,0.000540594,8,1889.4214 +434,S145G,0.018492622,3.961874,26/08/2020,-7.44974E+17,0.015751983,1,273.44458 +435,S145H,0.004746255,1.9979397,26/08/2020,-7.44974E+17,0.002529879,1,662.50287 +436,S145I,0.004641394,0.98194945,26/08/2020,-7.44974E+17,0.003564527,2,329.76816 +437,S145K,0.001528635,0.8484687,26/08/2020,-7.44974E+17,0.000361202,2,932.1052 +438,S145L,0.0015316,0.80865455,26/08/2020,-7.44974E+17,0.000412248,2,889.1988 +439,S267K,0.013523285,5.8400226,26/08/2020,-7.44974E+17,0.013022959,4,447.74683 +440,S267L,0.001442345,1.4535729,26/08/2020,-7.44974E+17,0.000819542,4,1217.9067 +441,S67A,0.14833237,4.7137766,26/08/2020,-7.44974E+17,0.149995544,3,28.872091 +442,S67C,0.1407629,2.6183298,26/08/2020,-7.44974E+17,0.141481748,2,18.762625 +443,T16H,0.002671205,1.1229163,26/08/2020,-7.44974E+17,0.000678406,1,789.71405 +444,T16I,0.002759109,1.0977948,26/08/2020,-7.44974E+17,0.000605592,1,787.4408 +445,T16K,0.0020849,1.0213437,26/08/2020,-7.44974E+17,0.00101328,2,748.3044 +446,T179N,0.06512032,4.886387,26/08/2020,-7.44974E+17,0.064710041,1,85.034134 +447,T179P,0.001119438,1.1836039,26/08/2020,-7.44974E+17,0.000799186,7,1211.3386 +448,T179Q,0.003827341,2.136544,26/08/2020,-7.44974E+17,0.002732493,2,698.4598 +449,T179R,0.002514202,1.020758,26/08/2020,-7.44974E+17,0.000513762,1,779.8555 +450,T179S,0.064231634,4.753335,26/08/2020,-7.44974E+17,0.065587375,1,83.55667 +451,T207L,0.03247724,4.426446,26/08/2020,-7.44974E+17,0.030843525,1,162.28816 +452,T207M,0.07094715,4.864769,26/08/2020,-7.44974E+17,0.070309,2,70.82619 +453,T2P,0.09625718,6.2021904,26/08/2020,-7.44974E+17,0.094111956,3,61.440212 +454,T63K,0.145121,4.272992,26/08/2020,-7.44974E+17,0.145723247,5,26.247019 +455,T63L,0.02995904,5.223869,26/08/2020,-7.44974E+17,0.028226774,2,188.98195 +456,T63M,0.20764987,5.2432957,26/08/2020,-7.44974E+17,0.219965334,1,22.688013 +457,T63N,0.24244854,5.298235,26/08/2020,-7.44974E+17,0.263255932,1,18.726448 +458,T72V,0.22367851,6.32071,26/08/2020,-7.44974E+17,0.229782292,3,22.922226 +459,T72W,0.001960844,1.5018474,26/08/2020,-7.44974E+17,0.001106399,3,958.73456 +460,T72Y,0.001454079,1.6761043,26/08/2020,-7.44974E+17,0.001021756,6,1298.8855 +461,T7A,0.14134267,4.4832625,26/08/2020,-7.44974E+17,0.140128634,2,30.116829 +462,T9L,0.08975894,3.714672,26/08/2020,-7.44974E+17,0.08947668,4,40.23482 +463,T9M,0.14191289,3.8136728,26/08/2020,-7.44974E+17,0.144384297,4,24.434206 +464,T9N,0.16356261,2.7689528,26/08/2020,-7.44974E+17,0.163754854,3,15.752727 +465,V109T,0.021310503,1.5963812,26/08/2020,-7.44974E+17,0.020922028,6,82.50177 +466,V109W,0.028260998,0.9601686,26/08/2020,-7.44974E+17,0.027958425,2,51.451206 +467,V109Y,0.021041889,0.47198978,26/08/2020,-7.44974E+17,0.020132394,9,28.067982 +468,V113A,0.037585206,1.6510118,26/08/2020,-7.44974E+17,0.037293374,8,45.97814 +469,V232F,0.13169518,5.1217666,26/08/2020,-7.44974E+17,0.134634932,1,40.076145 +470,V281D,0.009958904,3.9301014,26/08/2020,-7.44974E+17,0.008894025,2,448.2566 +471,V281E,0.038780812,5.579843,26/08/2020,-7.44974E+17,0.038244046,2,152.16835 +472,V281F,0.023516951,5.1724477,26/08/2020,-7.44974E+17,0.022548973,2,237.67029 +473,V281G,0.006547293,2.567971,26/08/2020,-7.44974E+17,0.004279086,1,572.57965 +474,V281H,0.01589566,3.6917953,26/08/2020,-7.44974E+17,0.013615366,1,300.97287 +475,,0.15629266,0.7556132,26/08/2020,-7.44974E+17,0.14614211,458,4.088436 +476,A111E; M129I; S220T; V232F; Q283L,0.12534557,5.2086124,26/08/2020,-7.44974E+17,0.127018703,1,42.61557 +477,A111F,0.072036,0.9227251,26/08/2020,-7.44974E+17,0.073127397,3,15.838992 +478,A111G,0.12286986,1.6794503,26/08/2020,-7.44974E+17,0.122316996,3,13.986698 +479,A111H,0.13649143,1.6557466,26/08/2020,-7.44974E+17,0.140012734,3,12.389331 +480,A111I,0.08730458,1.0070446,26/08/2020,-7.44974E+17,0.089356568,9,11.667684 +481,A111K,0.09906783,0.9814848,26/08/2020,-7.44974E+17,0.103063899,3,11.494146 +482,A111L,0.028943464,4.405572,26/08/2020,-7.44974E+17,0.026409537,1,187.52362 +483,A111L; A112T,0.011609007,4.160987,26/08/2020,-7.44974E+17,0.0102945,2,405.3614 +484,A111M,0.09925768,0.54762304,26/08/2020,-7.44974E+17,0.105074172,11,5.7104254 +485,A111N,0.15856014,1.7202749,26/08/2020,-7.44974E+17,0.163661373,5,10.168499 +486,A111P,0.007846233,4.871524,26/08/2020,-7.44974E+17,0.007426309,6,642.051 +487,A111Q,0.11504963,0.8940458,26/08/2020,-7.44974E+17,0.124489672,3,8.889348 +488,A111R,0.11716964,5.2500806,26/08/2020,-7.44974E+17,0.113650817,1,46.817276 +489,A111S,0.12620701,0.9372351,26/08/2020,-7.44974E+17,0.132166012,6,7.3988066 +490,A111S; L189I; S220T,0.46303165,5.676653,26/08/2020,-7.44974E+17,0.522636734,1,6.738584 +491,A111T,0.1376546,1.7735277,26/08/2020,-7.44974E+17,0.139317779,4,12.647842 +492,A111T; A112D; S220T; H230Y,0.00275688,1.2012296,26/08/2020,-7.44974E+17,0.000765978,1,796.9832 +493,A111T; P300L,0.018060656,3.9119236,26/08/2020,-7.44974E+17,0.01445982,1,279.30746 +494,A111T; Q194R; N249I; N251Y; H255Y,0.00229179,0.92591435,26/08/2020,-7.44974E+17,0.000380523,1,760.9315 +495,A111T; S220T,0.44400972,5.5916033,26/08/2020,-7.44974E+17,0.498714833,1,7.28016 +496,A111T; S220T; H230Y,0.6232569,5.8147173,26/08/2020,-7.44974E+17,0.744023766,1,3.2007298 +497,A111T; V130A,0.058772497,5.020206,26/08/2020,-7.44974E+17,0.054616092,1,98.04164 +498,A111V,0.06664918,4.8831353,26/08/2020,-7.44974E+17,0.065667607,1,84.49129 +499,A111V; D163V; H183T; P219H; D233V; R274H,0.003128542,1.3020838,26/08/2020,-7.44974E+17,0.000930863,1,744.60626 +500,A111V; F166S; V265I,0.004771737,2.0298867,26/08/2020,-7.44974E+17,0.002520616,1,651.5593 +501,A111V; L176S; A206D; Q299L,0.002025229,0.7042544,26/08/2020,-7.44974E+17,0.000141769,1,768.66 +502,A111V; L253P,0.002055969,0.79384845,26/08/2020,-7.44974E+17,0.000240165,1,798.0176 +503,A111V; S220T,0.31352165,5.3779726,26/08/2020,-7.44974E+17,0.345231286,1,12.968655 +504,A111V; S220T; D233N,0.5235126,5.5770607,26/08/2020,-7.44974E+17,0.615310354,1,4.894228 +505,A111V; S220T; V221E,0.060226146,4.8855786,26/08/2020,-7.44974E+17,0.056950652,1,93.40657 +506,A111V; T157A; D233E; K236R; E295V,0.003105161,1.336433,26/08/2020,-7.44974E+17,0.000959167,1,732.8797 +507,A111V; V141I; R148P; V199E; S220T; H230Y,0.003260594,1.3570638,26/08/2020,-7.44974E+17,0.000970377,1,750.8473 +508,A111W,0.042217527,1.4924103,26/08/2020,-7.44974E+17,0.041683188,4,40.233444 +509,A111Y,0.1221098,5.101921,26/08/2020,-7.44974E+17,0.125625932,1,42.82301 +510,A112C,0.029388707,1.6521233,26/08/2020,-7.44974E+17,0.029000059,12,57.588886 +511,A112D,0.008098284,2.125128,26/08/2020,-7.44974E+17,0.00708868,2,328.11954 +512,A112D; G162E,0.002064659,0.74568146,26/08/2020,-7.44974E+17,0.000232173,1,793.1863 +513,A112D; I212T; S220T; H230Y,0.003589721,1.5587603,26/08/2020,-7.44974E+17,0.001387204,1,719.1944 +514,A112E,0.010385567,0.66641456,26/08/2020,-7.44974E+17,0.010397317,10,73.851616 +515,A112E; D118N,0.004587142,1.4916861,26/08/2020,-7.44974E+17,0.003412086,2,445.88638 +516,A112F,0.017067978,1.8269578,26/08/2020,-7.44974E+17,0.016401905,4,121.25243 +517,A112G,0.030254776,1.4206649,26/08/2020,-7.44974E+17,0.02955501,9,49.845016 +518,A112G; A280S,0.006405086,3.0330312,26/08/2020,-7.44974E+17,0.005276935,2,561.1711 +519,A112G; D139G; A140T; A213T,0.015211009,3.6647706,26/08/2020,-7.44974E+17,0.012645603,1,310.17004 +520,A112H,0.003164884,1.6771749,26/08/2020,-7.44974E+17,0.002073209,2,706.8774 +521,A112I,0.002571627,2.5138597,26/08/2020,-7.44974E+17,0.002146616,5,1059.4396 +522,A112K,0.00552091,0.8769923,26/08/2020,-7.44974E+17,0.005105289,10,178.89091 +523,A112L,0.008606335,0.7606084,26/08/2020,-7.44974E+17,0.008325957,6,108.64052 +524,A112L; W115C,0.002082452,0.6961064,26/08/2020,-7.44974E+17,0.000154142,1,778.0437 +525,A112M,0.007450046,2.0404165,26/08/2020,-7.44974E+17,0.006781595,4,311.04053 +526,A112M; A116S,0.005187415,2.1651258,26/08/2020,-7.44974E+17,0.002990149,1,631.2733 +527,A112N,0.004859761,0.75860584,26/08/2020,-7.44974E+17,0.004324462,5,203.34457 +528,A112P,0.001250943,0.66623753,26/08/2020,-7.44974E+17,0.000193834,2,902.1255 +529,A112P; H183L; L198Q; S220T; T242I; P302L,0.002775115,1.1165501,26/08/2020,-7.44974E+17,0.000640525,1,814.91766 +530,A112P; V113A; S145T; L173Q; N178I; L198P; G241R,0.001738521,0.5634598,26/08/2020,-7.44974E+17,6.62E-05,1,769.7474 +531,A112Q,0.003044182,1.2914693,26/08/2020,-7.44974E+17,0.00267039,7,476.41324 +532,A112R,0.002674243,1.4832977,26/08/2020,-7.44974E+17,0.002046477,5,646.3132 +533,A112S,0.027641168,2.7078555,26/08/2020,-7.44974E+17,0.027533131,6,101.86533 +534,A112S; D118N; N190S; S220T,0.005000717,2.0443656,26/08/2020,-7.44974E+17,0.002584737,1,638.1688 +535,A112S; L161Q; S220T; V221A; E268D,0.002427612,1.0535057,26/08/2020,-7.44974E+17,0.000563189,1,781.0199 +536,A112S; S114Q,0.06908771,4.8134503,26/08/2020,-7.44974E+17,0.068980538,1,78.41807 +537,A112S; S220T; M273K,0.003194073,1.305298,26/08/2020,-7.44974E+17,0.000869216,1,761.2399 +538,A112T,0.022397926,1.479735,26/08/2020,-7.44974E+17,0.02260287,9,70.0291 +539,A112T; A116E; T179N; L253Q,0.002240005,0.78989583,26/08/2020,-7.44974E+17,0.000217601,1,768.76666 +540,A112T; D147N; L198P,0.003049524,1.3130994,26/08/2020,-7.44974E+17,0.000971061,1,737.05896 +541,A112T; F166Y; L182P; S220T; A260S; H266L; S267T,0.002972185,1.2814984,26/08/2020,-7.44974E+17,0.000884022,1,767.9378 +542,A112T; R148P; S205C; S220T; H230Y; L243M,0.023565758,4.115746,26/08/2020,-7.44974E+17,0.02131677,1,217.80414 +543,A112V,0.010200102,2.728107,26/08/2020,-7.44974E+17,0.009943116,10,276.29672 +544,A112V; P132R; S145T; S267A; E275V; A280V,0.003026052,1.2499893,26/08/2020,-7.44974E+17,0.000833075,1,780.3954 +545,A112V; R137S; F142S,0.003617611,1.6267983,26/08/2020,-7.44974E+17,0.001495496,1,725.5873 +546,A112V; R148P; S220T; H230Y,0.09035887,4.961121,26/08/2020,-7.44974E+17,0.091095873,1,59.330082 +547,A112V; T188I; T196M; S220T,0.004077055,1.7305039,26/08/2020,-7.44974E+17,0.00166136,1,719.7093 +548,A112W,0.012229389,0.66991013,26/08/2020,-7.44974E+17,0.011614994,6,68.61832 +549,A116E; D152V; S220T,0.002766062,1.1977365,26/08/2020,-7.44974E+17,0.00076793,1,815.67236 +550,A116F,0.12198899,0.73024565,26/08/2020,-7.44974E+17,0.132215524,5,6.505382 +551,A116G,0.11638377,2.1513145,26/08/2020,-7.44974E+17,0.118918574,3,18.921444 +552,A116G; Y177C,0.003094766,1.4385456,26/08/2020,-7.44974E+17,0.001291259,1,764.5058 +553,A116H,0.08142118,0.6107023,26/08/2020,-7.44974E+17,0.082930506,9,8.134505 +554,A116I,0.0424257,1.3589897,26/08/2020,-7.44974E+17,0.042844398,6,34.98034 +555,A116K,0.004364513,1.7817955,26/08/2020,-7.44974E+17,0.004036273,9,437.9104 +556,A116L,0.054501697,0.9966023,26/08/2020,-7.44974E+17,0.056013909,3,23.10569 +557,A116M,0.11176019,0.607558,26/08/2020,-7.44974E+17,0.118013767,8,5.6310515 +558,A116N,0.044629663,0.9599469,26/08/2020,-7.44974E+17,0.045349787,3,27.42564 +559,A116P,0.003932481,1.6421431,26/08/2020,-7.44974E+17,0.001729782,1,695.0705 +560,A116Q,0.0164911,1.5998462,26/08/2020,-7.44974E+17,0.0159555,11,101.85504 +561,A116R,0.006742068,0.9319878,26/08/2020,-7.44974E+17,0.006511688,12,150.79865 +562,A116S,0.1545419,0.48691365,26/08/2020,-7.44974E+17,0.179375069,9,3.095757 +563,A116S; R148P; S220T; H230Y; A257T; H271Q,0.35059664,5.4196234,26/08/2020,-7.44974E+17,0.389742582,1,10.812783 +564,A116S; V135A; S220T; S226P,0.003194628,1.4025544,26/08/2020,-7.44974E+17,0.001117486,1,748.66626 +565,A116T,0.1264116,0.62874067,26/08/2020,-7.44974E+17,0.1334172,7,5.175725 +566,A116T; D233E,0.19875576,5.3550167,26/08/2020,-7.44974E+17,0.205251137,1,24.82554 +567,A116T; G120D,0.026606286,1.0561979,26/08/2020,-7.44974E+17,0.025534784,2,59.515675 +568,A116T; L151P; L167H; A231S,0.002294372,0.8676006,26/08/2020,-7.44974E+17,0.000337387,1,766.7566 +569,A116T; L158H; T179S; S220T; Q299R,0.00281439,1.157736,26/08/2020,-7.44974E+17,0.000676163,1,764.62115 +570,A116T; N178D; S220T; L243P,0.005195501,2.126484,26/08/2020,-7.44974E+17,0.002661716,1,635.14343 +571,A116T; P131S; S220T,0.11813567,5.1030397,26/08/2020,-7.44974E+17,0.116042587,1,45.07727 +572,A116T; R148P; A195T; F209S; S220T; H230Y; A282V,0.00145945,0.34212187,26/08/2020,-7.44974E+17,4.51E-06,1,706.4545 +573,A116T; R148P; S220T; H230Y,0.59009755,5.695976,26/08/2020,-7.44974E+17,0.715541827,1,3.7199783 +574,A116T; R148P; T172A; S220T; H230Y,0.5149995,5.415949,26/08/2020,-7.44974E+17,0.618308795,1,5.139119 +575,A116T; S201P; S205C; S220T; N251I,0.006126862,2.420164,26/08/2020,-7.44974E+17,0.003889072,1,569.96436 +576,A116T; S220T,0.5596511,4.4438057,26/08/2020,-7.44974E+17,0.605255543,2,3.3817213 +577,A116T; S220T; H230Y,0.54728335,5.6990647,26/08/2020,-7.44974E+17,0.642795209,1,4.573637 +578,A116T; S220T; T242S; L246V; M248L,0.002362663,0.97057766,26/08/2020,-7.44974E+17,0.000412201,1,785.9323 +579,A116V,0.085856065,2.7072978,26/08/2020,-7.44974E+17,0.085880815,4,31.684416 +580,A116V; L119P; G126V,0.00262957,1.1050141,26/08/2020,-7.44974E+17,0.00068932,1,791.6235 +581,A116V; L214P; S220T; M291I,0.002453141,1.0208365,26/08/2020,-7.44974E+17,0.000540953,1,787.7538 +582,A116V; S267T,0.015441882,3.6941423,26/08/2020,-7.44974E+17,0.012645871,1,312.72116 +583,A116V; Y177N,0.004980117,2.0731385,26/08/2020,-7.44974E+17,0.002680386,1,643.35504 +584,A116W,0.058002606,0.7711078,26/08/2020,-7.44974E+17,0.061405434,5,15.674416 +585,A116Y,0.07935503,1.006615,26/08/2020,-7.44974E+17,0.08463729,6,13.393618 +586,A127C,0.10401208,4.1196012,26/08/2020,-7.44974E+17,0.105137649,7,36.805473 +587,A127D,0.0012719,1.256811,26/08/2020,-7.44974E+17,0.000819059,5,1172.2833 +588,A127D; G146C,0.003746529,1.6508603,26/08/2020,-7.44974E+17,0.001646148,1,721.6354 +589,A127D; G244H,0.002493633,0.9601834,26/08/2020,-7.44974E+17,0.000389974,1,778.9331 +590,A127D; M184L; A206V; F209L,0.002052427,0.7004757,26/08/2020,-7.44974E+17,0.000150523,1,768.15796 +591,A127D; S220T; S226T,0.004401034,1.8585376,26/08/2020,-7.44974E+17,0.002224812,1,657.2265 +592,A127D; S220T; V221E; A282T,0.003991303,1.6951027,26/08/2020,-7.44974E+17,0.001914643,1,695.78827 +593,A127D; T188A; S220T,0.002744002,1.1571785,26/08/2020,-7.44974E+17,0.00069679,1,788.93945 +594,A127E,0.002807024,1.9955505,26/08/2020,-7.44974E+17,0.001914784,3,845.54895 +595,A127F,0.022055004,3.654885,26/08/2020,-7.44974E+17,0.021581277,3,177.33624 +596,A127G,0.007946501,3.42784,26/08/2020,-7.44974E+17,0.007077255,3,479.5125 +597,A127I,0.025388826,1.7226421,26/08/2020,-7.44974E+17,0.024531087,5,74.86387 +598,A127K,0.090936214,4.7344985,26/08/2020,-7.44974E+17,0.090697609,6,48.969162 +599,A127L,0.001511525,1.0587207,26/08/2020,-7.44974E+17,0.001306974,12,760.0942 +600,A127M,0.005910812,3.6203218,26/08/2020,-7.44974E+17,0.00516362,3,671.6161 +601,A127N,0.008773418,4.587471,26/08/2020,-7.44974E+17,0.008316569,5,547.146 +602,A127P,0.000895473,1.2019277,26/08/2020,-7.44974E+17,0.000494637,6,1581.1384 +603,A127Q,0.002789559,2.199599,26/08/2020,-7.44974E+17,0.002482658,6,856.7295 +604,A127R,0.001069016,1.0362834,26/08/2020,-7.44974E+17,0.000509723,4,1236.0029 +605,A127S,0.031757277,5.1283894,26/08/2020,-7.44974E+17,0.030839733,3,168.69606 +606,A127T; A280P,0.003166654,1.2680055,26/08/2020,-7.44974E+17,0.000842158,1,752.23553 +607,A127T; E208A; V276A,0.00212369,0.8117812,26/08/2020,-7.44974E+17,0.000267291,1,790.5047 +608,A127T; I128Y,0.00286717,1.1341487,26/08/2020,-7.44974E+17,0.000692872,1,736.2802 +609,A127T; L158P; S205N; S220T; D233V,0.002940439,1.2399542,26/08/2020,-7.44974E+17,0.000833345,1,741.4103 +610,A127T; L167H,0.002936063,1.1691496,26/08/2020,-7.44974E+17,0.000630746,1,788.78705 +611,A127T; V130G; R148P; S220T; H230Y,0.018220717,3.9560194,26/08/2020,-7.44974E+17,0.015473939,1,272.3879 +612,A127T; V150G; S201F; S220T,0.002562634,1.0878754,26/08/2020,-7.44974E+17,0.000621556,1,817.6332 +613,A127T; Y144N; S205G; M273V,0.002350389,0.82510763,26/08/2020,-7.44974E+17,0.000283394,1,774.5502 +614,A127V,0.3334155,1.5808095,26/08/2020,-7.44974E+17,0.317621612,5,3.3686535 +615,A127V; G284A,0.002717457,1.098672,26/08/2020,-7.44974E+17,0.000678177,1,760.525 +616,A127V; L253Q,0.003361408,1.4574617,26/08/2020,-7.44974E+17,0.001274367,1,740.2867 +617,A127V; M129I; R148P; S220T; H230Y,0.13009378,5.2760262,26/08/2020,-7.44974E+17,0.126184568,1,42.34306 +618,A127V; R148P; S220T; H230Y,0.30801845,0.6731411,26/08/2020,-7.44974E+17,0.349753402,10,1.6042314 +619,A127V; V135I; S220T; H230Y,0.6278677,5.940077,26/08/2020,-7.44974E+17,0.749377911,1,3.2078078 +620,A127W,0.00247883,0.9737162,26/08/2020,-7.44974E+17,0.000411367,1,780.3396 +621,A127Y,0.0187036,4.7469144,26/08/2020,-7.44974E+17,0.017293441,2,280.46677 +622,A127Y; A202V,0.006962602,2.6319556,26/08/2020,-7.44974E+17,0.004681256,1,534.5032 +623,A13C,0.051793087,5.4858437,26/08/2020,-7.44974E+17,0.050761454,2,111.11664 +624,A13D,0.119316615,1.6257483,26/08/2020,-7.44974E+17,0.117572883,4,13.627922 +625,A13D; A60V; G136C; F209L; S220T; N238S; E268G,0.003131318,1.3109012,26/08/2020,-7.44974E+17,0.000991556,1,759.48364 +626,A13D; V85I; S114T; D147A; F217Y; I256T,0.003074739,1.3103555,26/08/2020,-7.44974E+17,0.000873218,1,745.13544 +627,A13E,0.11204304,4.596599,26/08/2020,-7.44974E+17,0.110801018,2,40.22184 +628,A13F,0.009794726,4.6709113,26/08/2020,-7.44974E+17,0.009060328,3,511.36353 +629,A13G,0.07664949,4.985027,26/08/2020,-7.44974E+17,0.075085839,5,62.491714 +630,A13G; A80V; R148P; R165H; S220T; H230Y; E278V,0.49211845,5.6014867,26/08/2020,-7.44974E+17,0.569745504,1,5.8161616 +631,A13G; S220T,0.55820245,3.748999,26/08/2020,-7.44974E+17,0.601545338,2,2.889263 +632,A13H,0.114630476,5.0179677,26/08/2020,-7.44974E+17,0.119711945,1,45.97142 +633,A13I,0.028087903,5.330693,26/08/2020,-7.44974E+17,0.026842169,2,203.80753 +634,A13K,0.054727737,4.7452607,26/08/2020,-7.44974E+17,0.053211573,1,99.32446 +635,A13L,0.041420415,5.7333546,26/08/2020,-7.44974E+17,0.040599161,2,145.30377 +636,A13M,0.051054418,6.7642226,26/08/2020,-7.44974E+17,0.049890385,3,132.5124 +637,A13N,0.06558854,4.939094,26/08/2020,-7.44974E+17,0.064030032,2,77.8167 +638,A13N; T44N,0.034429863,4.5233912,26/08/2020,-7.44974E+17,0.032961109,1,155.64125 +639,A13P,0.07843831,4.342503,26/08/2020,-7.44974E+17,0.07606314,3,55.37203 +640,A13P; G50C; G55C; I62L; R94L,0.003435194,1.4688747,26/08/2020,-7.44974E+17,0.001222457,1,728.3836 +641,A13P; V97L; T179S; M185I; S220T; S226T,0.005604078,2.2462778,26/08/2020,-7.44974E+17,0.003019215,1,592.74854 +642,A13Q,0.3077928,4.7957845,26/08/2020,-7.44974E+17,0.317153936,2,11.440592 +643,A13S,0.1300158,3.745419,26/08/2020,-7.44974E+17,0.128081251,2,28.414482 +644,A13S; A53G; M74K; E84V; L124H; P138T; A156T; L176F; A252T; E275D; R279L,0.003421717,1.465476,26/08/2020,-7.44974E+17,0.00121478,1,718.4767 +645,A13S; F86Y,0.036266834,4.548394,26/08/2020,-7.44974E+17,0.033508929,1,149.71817 +646,A13S; I212T,0.32863155,5.5713477,26/08/2020,-7.44974E+17,0.360332345,1,12.370354 +647,A13S; S160P; A187V; G203A; S220T; L234H; E254D; S267T; M291K,0.002331585,0.8958959,26/08/2020,-7.44974E+17,0.000339939,1,762.515 +648,A13S; S49G; L98R; V99D; L151Q,0.002253148,0.8088876,26/08/2020,-7.44974E+17,0.000232665,1,736.5037 +649,A13S; T16M; G21R; S145W; A156T; S220T; E295G,0.003269774,1.4387237,26/08/2020,-7.44974E+17,0.001111289,1,739.8517 +650,A13S; V99F; S220T,0.007200939,2.6066415,26/08/2020,-7.44974E+17,0.004645413,1,523.237 +651,A13T,0.10612427,2.3347871,26/08/2020,-7.44974E+17,0.106391683,3,22.719242 +652,A13T; A180S; V204E; S220T,0.0111065,3.25694,26/08/2020,-7.44974E+17,0.00858682,1,393.4751 +653,A13T; A257T,0.029045105,4.3558674,26/08/2020,-7.44974E+17,0.027459428,1,181.9189 +654,A13T; A68E; S220T,0.17109147,5.1790037,26/08/2020,-7.44974E+17,0.180397608,1,29.312634 +655,A13T; A80D; H183L; V199E,0.003037949,1.2766534,26/08/2020,-7.44974E+17,0.000873151,1,766.07324 +656,A13T; C75R; T196S; L253Q,0.003099392,1.3019668,26/08/2020,-7.44974E+17,0.000866567,1,741.1964 +657,A13T; D147E; S220T,0.160641,5.18314,26/08/2020,-7.44974E+17,0.1694624,1,31.647236 +658,A13T; G24R; S220T; H230Y,0.004601502,1.8829805,26/08/2020,-7.44974E+17,0.002086762,1,671.10626 +659,A13T; L161Q; S220T; N251K; P270L; Q299L,0.003055989,1.2770433,26/08/2020,-7.44974E+17,0.000851909,1,742.6772 +660,A13T; L98R; T157S; S220T; M291V; K298M,0.003106904,1.3047667,26/08/2020,-7.44974E+17,0.000928555,1,771.04877 +661,A13T; M185R; L189F; Q283R,0.005246333,2.1380277,26/08/2020,-7.44974E+17,0.003435664,1,619.4608 +662,A13T; P45S; V66E; S103T; A159T; P171T; A187T; G191V; M273T; G286W; Y294F,0.003078407,1.355475,26/08/2020,-7.44974E+17,0.001106338,1,764.97205 +663,A13T; P88L; N178S; D287G,0.003072355,1.2358764,26/08/2020,-7.44974E+17,0.000729801,1,745.71246 +664,A13T; Q107R; F297L,0.2356721,5.3374424,26/08/2020,-7.44974E+17,0.247890821,1,19.66326 +665,A13T; R148P; P164L; H183L; S220T; H230Y,0.17025469,5.1595817,26/08/2020,-7.44974E+17,0.179307972,1,29.057951 +666,A13T; T179I; Q194R,0.005133292,2.1226587,26/08/2020,-7.44974E+17,0.002749281,1,615.193 +667,A13T; V135E; L173R; S220T; L227Q; E278D,0.005216017,2.0928805,26/08/2020,-7.44974E+17,0.002709001,1,620.9039 +668,A13T; W41R; A180P; L181S,0.003169717,1.2605176,26/08/2020,-7.44974E+17,0.000805803,1,747.86646 +669,A13T; Y83N; G191R,0.002692653,1.0622468,26/08/2020,-7.44974E+17,0.000525033,1,789.32117 +670,A13V,0.023891902,4.207023,26/08/2020,-7.44974E+17,0.021166742,1,217.52435 +671,A13V; A56T; G126S; N178Y,0.00331368,1.4213805,26/08/2020,-7.44974E+17,0.001124288,1,752.15936 +672,A13V; A80G; V113I; Y123H,0.001267181,0.28139743,26/08/2020,-7.44974E+17,9.06E-07,1,643.9088 +673,A13V; D95E; L119H; T245I; N249S,0.003217025,1.3709667,26/08/2020,-7.44974E+17,0.001080227,1,756.0692 +674,A13V; D95G; D287V,0.012870957,3.4717743,26/08/2020,-7.44974E+17,0.010495865,1,357.72797 +675,A13V; F86L; N100K; N178Y; F217S; S220T,0.002811711,1.0660377,26/08/2020,-7.44974E+17,0.000522225,1,759.19275 +676,A13V; G120D; A169S,0.017741412,3.8653598,26/08/2020,-7.44974E+17,0.015065762,1,277.51907 +677,A13V; L76P; V130A; S160T,0.00530446,2.15968,26/08/2020,-7.44974E+17,0.002829881,1,638.3375 +678,A13V; N77I; D139V,0.00273218,1.0828506,26/08/2020,-7.44974E+17,0.000613782,1,786.6904 +679,A13V; P45T; N77I,0.003127323,1.3558639,26/08/2020,-7.44974E+17,0.001019869,1,756.1603 +680,A13V; S220T; H230Y,0.6497238,4.912978,26/08/2020,-7.44974E+17,0.69387794,2,2.4108202 +681,A13V; S69P; S220T; A231T; E262K,0.003184256,1.2976391,26/08/2020,-7.44974E+17,0.00087297,1,748.3694 +682,A13V; V52A; M185I,0.00368686,1.5954047,26/08/2020,-7.44974E+17,0.001458705,1,705.1516 +683,A13V; V71A; N178S; S220T; H266Q,0.002751033,1.1646979,26/08/2020,-7.44974E+17,0.00070882,1,785.0372 +684,A13W,0.00781702,4.2387624,26/08/2020,-7.44974E+17,0.006894402,3,589.4518 +685,A13Y,0.019429112,4.899318,26/08/2020,-7.44974E+17,0.018156322,2,274.06702 +686,A140C,0.03750714,5.501109,26/08/2020,-7.44974E+17,0.035585457,2,157.30626 +687,A140D,0.002473709,1.0563233,26/08/2020,-7.44974E+17,0.000561973,1,834.0597 +688,A140E,0.001887166,1.1370034,26/08/2020,-7.44974E+17,0.00070237,2,893.77405 +689,A140E; N238K,0.007270184,2.5996895,26/08/2020,-7.44974E+17,0.004806925,1,512.8184 +690,A140E; R165S; A197D; S220T,0.003411152,1.4829309,26/08/2020,-7.44974E+17,0.001250056,1,718.7062 +691,V281I,0.059120573,5.105367,26/08/2020,-7.44974E+17,0.057643072,3,86.80683 +692,A140E; S220T,0.003776891,1.7156426,26/08/2020,-7.44974E+17,0.001770386,1,725.8262 +693,A140F,0.001912756,1.2064549,26/08/2020,-7.44974E+17,0.000804764,2,909.7067 +694,A140G,0.030693786,5.8159823,26/08/2020,-7.44974E+17,0.030034922,3,196.31822 +695,A140H,0.002556433,1.507807,26/08/2020,-7.44974E+17,0.001322123,2,802.4985 +696,A140I,0.004612303,2.5986629,26/08/2020,-7.44974E+17,0.00358672,2,683.3464 +697,A140K,0.001868939,1.7406319,26/08/2020,-7.44974E+17,0.001273992,4,1076.347 +698,A140L,0.004604651,0.851202,26/08/2020,-7.44974E+17,0.00386248,3,262.53348 +699,A140M,0.006176012,3.1740212,26/08/2020,-7.44974E+17,0.005729358,4,549.35455 +700,A140N,0.004372667,1.8597392,26/08/2020,-7.44974E+17,0.002115784,1,665.8875 +701,A140P,0.001875054,1.1857244,26/08/2020,-7.44974E+17,0.000738861,2,928.0187 +702,A140P; G191R; S220T; T245A; R279H,0.003471328,1.4170953,26/08/2020,-7.44974E+17,0.001074728,1,722.55414 +703,A140R,0.001718441,1.1638623,26/08/2020,-7.44974E+17,0.001242885,5,813.14954 +704,A140S,0.04973694,4.7355556,26/08/2020,-7.44974E+17,0.048227563,1,112.25849 +705,A140S; D147T,0.013020077,3.4582865,26/08/2020,-7.44974E+17,0.01040276,1,348.1666 +706,A140S; L214H; D233V; L253P,0.001851003,0.675541,26/08/2020,-7.44974E+17,0.000145806,1,825.8762 +707,A140S; S220T; H230Y; V232A,0.53622824,5.5823364,26/08/2020,-7.44974E+17,0.631530562,1,4.7549057 +708,A140T,0.04407059,4.336677,26/08/2020,-7.44974E+17,0.044103331,2,106.67058 +709,A140T; S160P,0.002928544,1.2149171,26/08/2020,-7.44974E+17,0.00082651,1,752.95654 +710,A140T; S220T; A260V; A280S,0.004515624,1.9373109,26/08/2020,-7.44974E+17,0.002443749,1,665.38574 +711,A140T; S220T; K236I; V281A,0.017854452,3.8419154,26/08/2020,-7.44974E+17,0.015480422,1,277.37967 +712,A140V,0.010690515,4.2937374,26/08/2020,-7.44974E+17,0.01003439,3,433.12296 +713,A140V; L181I; S220T,0.010224465,3.1873863,26/08/2020,-7.44974E+17,0.007865661,1,413.24304 +714,A140V; R148P; S220T; H230Y,0.18182902,5.1833634,26/08/2020,-7.44974E+17,0.189382706,1,26.8864 +715,A140V; R148P; S220T; H230Y; E268D,0.01335397,3.5193105,26/08/2020,-7.44974E+17,0.011334836,1,349.27936 +716,A140V; S220T; G286E,0.013660146,3.5335214,26/08/2020,-7.44974E+17,0.011038779,1,338.40115 +717,A140W,0.001767638,1.0980797,26/08/2020,-7.44974E+17,0.000695717,2,931.6082 +718,A140Y,0.002360771,0.9494123,26/08/2020,-7.44974E+17,0.000382459,1,782.7018 +719,A149C,0.068767846,5.982729,26/08/2020,-7.44974E+17,0.068661578,2,87.89258 +720,A149D,0.06311672,4.5240674,26/08/2020,-7.44974E+17,0.063568365,3,72.7527 +721,A149E,0.36794,5.442841,26/08/2020,-7.44974E+17,0.414198093,1,10.025513 +722,A149F,0.040351734,4.583804,26/08/2020,-7.44974E+17,0.039096474,3,118.04988 +723,A149G,0.09386237,6.4616795,26/08/2020,-7.44974E+17,0.093059065,3,65.54172 +724,A149H,0.05460631,4.7783785,26/08/2020,-7.44974E+17,0.055170363,3,88.87506 +725,A149I,0.03364152,4.849708,26/08/2020,-7.44974E+17,0.032494487,2,156.64735 +726,A149K,0.07702718,4.978722,26/08/2020,-7.44974E+17,0.075244993,1,72.14388 +727,A149L,0.05972066,6.558233,26/08/2020,-7.44974E+17,0.058780259,3,109.576866 +728,A149M,0.044857193,4.5271544,26/08/2020,-7.44974E+17,0.045889853,1,117.241486 +729,A149N,0.087027416,4.9735036,26/08/2020,-7.44974E+17,0.088411912,1,62.795025 +730,A149P,0.025240822,4.262113,26/08/2020,-7.44974E+17,0.022318586,1,208.47191 +731,A149P; S220T,0.2826361,5.474964,26/08/2020,-7.44974E+17,0.308006016,1,15.396043 +732,A149R,0.05224129,4.748333,26/08/2020,-7.44974E+17,0.050331392,1,105.24545 +733,A149S; D233Y,0.05246063,4.595756,26/08/2020,-7.44974E+17,0.051226564,1,102.47922 +734,A149S; L158P; Y186N; L234F; S304T,0.002470312,1.0286978,26/08/2020,-7.44974E+17,0.000489496,1,818.4373 +735,A149T,0.060950506,4.961388,26/08/2020,-7.44974E+17,0.056635378,1,92.64033 +736,A149T; S220T,0.5502328,5.5168657,26/08/2020,-7.44974E+17,0.660466686,1,4.3503885 +737,A149V,0.03398124,4.506044,26/08/2020,-7.44974E+17,0.032918451,1,157.45625 +738,A149V; L161M; L222P; A229S,0.004032086,1.7418044,26/08/2020,-7.44974E+17,0.001816674,1,719.3341 +739,A149V; L189I; S220T,0.40413192,5.551591,26/08/2020,-7.44974E+17,0.452122949,1,8.503774 +740,A149V; L234P,0.003712386,1.6030717,26/08/2020,-7.44974E+17,0.001570863,1,702.15656 +741,A149V; S220T; H266Q,0.037793886,4.527876,26/08/2020,-7.44974E+17,0.036149015,1,142.13425 +742,A149V; S220T; P240S; R247C; E275D,0.008763307,2.9999554,26/08/2020,-7.44974E+17,0.006344624,1,462.02573 +743,A149V; Y177N,0.011903022,3.3503525,26/08/2020,-7.44974E+17,0.00955718,1,368.47958 +744,A149V; Y290D,0.013264284,3.5463793,26/08/2020,-7.44974E+17,0.010676254,1,347.1701 +745,A149W,0.046840522,4.7276707,26/08/2020,-7.44974E+17,0.044928352,1,116.59502 +746,A149Y,0.04126276,4.877898,26/08/2020,-7.44974E+17,0.039505875,2,126.60397 +747,A156D,0.20414339,6.465493,26/08/2020,-7.44974E+17,0.206760776,2,26.746527 +748,A156D; G191E; K298M,0.005143388,2.1568966,26/08/2020,-7.44974E+17,0.00310507,1,626.10095 +749,A156D; G200R; A229E; G286E,0.09476959,5.067321,26/08/2020,-7.44974E+17,0.094794155,1,57.51042 +750,A156E,0.26329532,0.87363625,26/08/2020,-7.44974E+17,0.294731777,9,2.6382256 +751,A156E; A218M; A296T,0.68241286,4.694206,26/08/2020,-7.44974E+17,0.68574923,15,2.1481962 +752,A156F,0.17891233,2.4817297,26/08/2020,-7.44974E+17,0.179539426,3,12.670341 +753,A156G,0.42532927,4.207414,26/08/2020,-7.44974E+17,0.438898879,7,5.743571 +754,A156G; V250M,0.067545116,4.957096,26/08/2020,-7.44974E+17,0.065236081,1,83.194725 +755,A156H,0.32182044,1.5375248,26/08/2020,-7.44974E+17,0.349599917,8,3.3931246 +756,A156K,0.31937805,3.9241755,26/08/2020,-7.44974E+17,0.322490403,12,8.470497 +757,A156K; A218M; A296T,0.7064646,5.5338717,26/08/2020,-7.44974E+17,0.722700896,10,2.2296236 +758,A156L,0.2527679,3.844433,26/08/2020,-7.44974E+17,0.259815799,2,12.508338 +759,A156M,0.31140798,3.510485,26/08/2020,-7.44974E+17,0.316257698,10,7.8910375 +760,A156M; A218M; A296T,0.6340346,4.2265315,26/08/2020,-7.44974E+17,0.688674688,2,2.2679205 +761,A156M; A296T; P302R,0.430069,0.82319266,26/08/2020,-7.44974E+17,0.440360807,10,1.115226 +762,A156N,0.4237705,2.7227075,26/08/2020,-7.44974E+17,0.429266107,8,3.744521 +763,A156N; A159G; A296I,0.54431057,2.2064917,26/08/2020,-7.44974E+17,0.54641418,10,1.8243523 +764,A156N; A159G; T188S,0.23248145,0.9956055,26/08/2020,-7.44974E+17,0.233668009,10,3.5125282 +765,A156N; A159S,0.3490504,1.2209514,26/08/2020,-7.44974E+17,0.362203924,4,2.4511602 +766,A156N; A159S; A296I,0.63771933,5.0121636,26/08/2020,-7.44974E+17,0.656914076,6,2.772441 +767,A156N; A159S; L189M,0.052713115,5.3428154,26/08/2020,-7.44974E+17,0.052088341,2,105.90142 +768,A156N; A159S; N238Y,0.36593392,1.432328,26/08/2020,-7.44974E+17,0.370727207,10,2.54928 +769,A156N; A159S; S160C,0.13966209,1.5398436,26/08/2020,-7.44974E+17,0.140413305,8,10.191972 +770,A156N; A159S; T188G,0.2554009,1.1493144,26/08/2020,-7.44974E+17,0.265993653,4,3.729948 +771,A156N; A159S; T188S,0.34316993,1.1359026,26/08/2020,-7.44974E+17,0.354735541,10,2.2532358 +772,A156N; A159T,0.33464056,1.0166639,26/08/2020,-7.44974E+17,0.349167317,6,2.1415427 +773,A156N; A159T; A296I,0.58232254,3.3377695,26/08/2020,-7.44974E+17,0.604549505,4,2.3265266 +774,A156N; A159T; L189M,0.18355727,1.0876393,26/08/2020,-7.44974E+17,0.185156336,8,5.2524123 +775,A156N; A159T; N238Y,0.24904083,1.2023954,26/08/2020,-7.44974E+17,0.255496034,6,3.9832258 +776,A156N; A159T; S160C,0.08194004,1.1005948,26/08/2020,-7.44974E+17,0.079626183,6,14.320837 +777,A156N; A159T; T188G,0.22885388,1.0719864,26/08/2020,-7.44974E+17,0.22858604,8,3.8853495 +778,A156N; A159T; Y177W,0.38450867,0.7604475,26/08/2020,-7.44974E+17,0.408591646,6,1.2975068 +779,A156N; A218L; T242A,0.73701847,9.620304,26/08/2020,-7.44974E+17,0.748763683,14,3.3779972 +780,A156N; A218M; A296T,0.68563825,5.6279583,26/08/2020,-7.44974E+17,0.688784226,15,2.54618 +781,A156N; A218M; N289S,0.6488239,8.980434,26/08/2020,-7.44974E+17,0.658352267,18,4.8311405 +782,A156N; A218M; T242A,0.68139994,11.87013,26/08/2020,-7.44974E+17,0.695897468,14,5.507583 +783,A156N; A296I,0.6265184,4.869675,26/08/2020,-7.44974E+17,0.634785843,8,2.8553543 +784,A156N; L189M; A218L,0.7649474,9.867989,26/08/2020,-7.44974E+17,0.787792316,10,2.9618914 +785,A156N; T188G,0.055576555,5.2833,26/08/2020,-7.44974E+17,0.05395825,2,99.09526 +786,A156N; T188G; A296I,0.6629502,4.8388133,26/08/2020,-7.44974E+17,0.694430668,4,2.3406093 +787,A156N; T188G; L189M,0.13640653,1.2408686,26/08/2020,-7.44974E+17,0.135538326,8,8.600987 +788,A156N; T188S,0.22177972,0.73542243,26/08/2020,-7.44974E+17,0.236063229,10,2.8293538 +789,A156N; Y177W; A296I,0.6870469,4.2192698,26/08/2020,-7.44974E+17,0.709831844,6,1.8302821 +790,A156N; Y177W; N289S,0.5360473,5.7766986,26/08/2020,-7.44974E+17,0.542771278,12,4.994241 +791,A156N; Y177W; T188G,0.15176453,1.2974126,26/08/2020,-7.44974E+17,0.159277405,4,8.427132 +792,A156N; Y177W; T188S,0.23993182,0.57318634,26/08/2020,-7.44974E+17,0.245904488,10,1.9871252 +793,A156N; Y177W; W216R,0.3857236,2.8562558,26/08/2020,-7.44974E+17,0.393221267,11,4.613428 +794,A156P,0.312903,4.7176013,26/08/2020,-7.44974E+17,0.318556915,2,10.971402 +795,A156Q,0.2307827,1.5658778,26/08/2020,-7.44974E+17,0.23316159,7,5.588532 +796,A156R,0.28520608,5.6661415,26/08/2020,-7.44974E+17,0.296735384,2,15.088234 +797,A156S,0.36933684,2.13672,26/08/2020,-7.44974E+17,0.371146637,7,3.7527874 +798,A156T,0.3369866,2.0045114,26/08/2020,-7.44974E+17,0.353701737,7,4.087044 +799,A156T; A218L; T242A,0.6619559,8.409942,26/08/2020,-7.44974E+17,0.670176836,26,4.2724853 +800,A156T; A218M; T242A,0.6760843,8.897627,26/08/2020,-7.44974E+17,0.684283785,17,4.227648 +801,A156T; A259T,0.697804,8.313069,26/08/2020,-7.44974E+17,0.708005825,23,3.571358 +802,A156T; A259T; N289S,0.6494039,8.577217,26/08/2020,-7.44974E+17,0.66523137,7,4.555977 +803,A156T; F217Y; A259T,0.551745,5.5086374,26/08/2020,-7.44974E+17,0.559649811,13,4.462956 +804,A156T; L189M; A218L,0.6900714,7.5333867,26/08/2020,-7.44974E+17,0.700544706,16,3.3423214 +805,A156T; S160D; W216R,0.36308742,6.5959067,26/08/2020,-7.44974E+17,0.376660703,3,11.849895 +806,A156T; S160D; Y177W,0.6957904,8.008276,26/08/2020,-7.44974E+17,0.707999763,15,3.457252 +807,A156T; S220T,0.64415675,5.860124,26/08/2020,-7.44974E+17,0.779680531,1,2.9013767 +808,A156T; S220T; H230Y,0.00161418,0.46827027,26/08/2020,-7.44974E+17,2.76E-05,1,722.58636 +809,A156T; T196S; E278G; M291K,0.005881102,2.2628856,26/08/2020,-7.44974E+17,0.003591072,1,576.3317 +810,A156T; T242A; A259T,0.5612482,2.1100457,26/08/2020,-7.44974E+17,0.581853905,18,1.637223 +811,A156T; V175K,0.73527986,11.591464,26/08/2020,-7.44974E+17,0.746180454,15,4.1202097 +812,A156T; V175K; A259T,0.8141453,23.147667,26/08/2020,-7.44974E+17,0.8206333,32,5.256273 +813,A156T; V175K; N289S,0.6269022,4.860811,26/08/2020,-7.44974E+17,0.649248233,6,2.8269556 +814,A156T; V175K; T242A,0.6681695,7.6933703,26/08/2020,-7.44974E+17,0.678675981,16,3.7824383 +815,A156T; V175K; W216R,0.75316393,11.276486,26/08/2020,-7.44974E+17,0.77256666,9,3.6090543 +816,A156T; V175K; Y177W,0.77530104,17.070381,26/08/2020,-7.44974E+17,0.784597102,26,4.9150987 +817,A156T; W216R; A218L,0.43053463,3.8518696,26/08/2020,-7.44974E+17,0.439573572,7,5.1305656 +818,A156T; W216R; A218M,0.7056479,9.524236,26/08/2020,-7.44974E+17,0.718938957,13,3.9209683 +819,A156T; W216R; A259T,0.6909825,6.7885523,26/08/2020,-7.44974E+17,0.70265964,10,2.977616 +820,A156T; Y177W; A187S,0.62060004,7.641008,26/08/2020,-7.44974E+17,0.636887364,8,4.6141686 +821,A156T; Y177W; A228V,0.18626112,2.9477274,26/08/2020,-7.44974E+17,0.187877421,22,13.055687 +822,A156T; Y177W; A259T,0.7848139,19.786201,26/08/2020,-7.44974E+17,0.793636763,20,5.383476 +823,A156T; Y177W; A296I,0.7165809,9.132586,26/08/2020,-7.44974E+17,0.728729372,22,3.5827417 +824,A156T; Y177W; N289S,0.53023326,2.5945454,26/08/2020,-7.44974E+17,0.546041836,11,2.2850385 +825,A156T; Y177W; T242A,0.41551962,2.6865888,26/08/2020,-7.44974E+17,0.414850156,14,3.8068447 +826,A156T; Y177W; W216R,0.31659833,3.4785345,26/08/2020,-7.44974E+17,0.312732419,26,7.5546174 +827,A156V,0.19877611,1.961109,26/08/2020,-7.44974E+17,0.202490673,10,8.230572 +828,A156V; H183L; L193H; S220T,0.003972201,1.7068332,26/08/2020,-7.44974E+17,0.001849509,1,674.26636 +829,A156V; L161P,0.005587658,2.207483,26/08/2020,-7.44974E+17,0.0030999,1,609.6396 +830,A156V; M184T; A197D; L253P; D287E,0.002007926,0.6993218,26/08/2020,-7.44974E+17,0.000163701,1,772.36365 +831,A156V; P164T; S220T; K236N; D287V,0.030640654,4.486474,26/08/2020,-7.44974E+17,0.027400908,1,177.14633 +832,A156V; S205N; L243P,0.004193347,1.7972537,26/08/2020,-7.44974E+17,0.001890657,1,687.0295 +833,A156V; V175A; N178I; G237C,0.002547025,0.96345687,26/08/2020,-7.44974E+17,0.000449159,1,755.86743 +834,A156V; Y192H; A210D; M248R,0.003794692,1.5975283,26/08/2020,-7.44974E+17,0.00146865,1,736.89435 +835,A156W,0.15402226,3.4898484,26/08/2020,-7.44974E+17,0.15345305,3,20.82421 +836,A156Y,0.099844225,5.828127,26/08/2020,-7.44974E+17,0.10000628,3,55.161873 +837,A159C,0.22883537,5.320227,26/08/2020,-7.44974E+17,0.24337897,1,20.401426 +838,A159D; L272Q; E278D; A303T,0.003207334,1.3858004,26/08/2020,-7.44974E+17,0.001119965,1,750.83044 +839,A159D; S220T; H255L; A282T,0.00725719,2.6761422,26/08/2020,-7.44974E+17,0.004813262,1,525.5413 +840,A159D; T179S; S267T; Q283L,0.061039984,0.49356356,26/08/2020,-7.44974E+17,0.052711125,10,9.102471 +841,A159E,0.42657357,6.898949,26/08/2020,-7.44974E+17,0.428409462,7,9.323028 +842,A159F,0.10402451,5.358543,26/08/2020,-7.44974E+17,0.10384793,2,50.522045 +843,A159G,0.23671241,1.1714389,26/08/2020,-7.44974E+17,0.237098402,7,4.121391 +844,A159G; L167I; S220T,0.564664,5.632406,26/08/2020,-7.44974E+17,0.674011406,1,4.1839542 +845,A159H,0.17577416,5.522496,26/08/2020,-7.44974E+17,0.178643691,3,27.10835 +846,A159I,0.2188824,4.4918814,26/08/2020,-7.44974E+17,0.220925489,4,16.845707 +847,A159K,0.28020906,6.3263426,26/08/2020,-7.44974E+17,0.289013972,2,17.064514 +848,A159L,0.21984021,5.782957,26/08/2020,-7.44974E+17,0.223136428,2,22.015804 +849,A159M,0.35108164,4.814491,26/08/2020,-7.44974E+17,0.358098638,8,9.018849 +850,A159N,0.25945693,6.028968,26/08/2020,-7.44974E+17,0.260399952,8,17.490843 +851,A159P,0.004164776,2.5199692,26/08/2020,-7.44974E+17,0.003390121,3,702.0275 +852,A159P; A197D; V250E,0.003640986,1.5461345,26/08/2020,-7.44974E+17,0.001397235,1,721.7007 +853,A159Q,0.33522663,2.976904,26/08/2020,-7.44974E+17,0.346664409,7,6.0564556 +854,A159S,0.31335133,4.7920947,26/08/2020,-7.44974E+17,0.322641908,7,10.684568 +855,A159S; A218M; A296T,0.6877181,5.2226777,26/08/2020,-7.44974E+17,0.702990599,12,2.3208292 +856,A159S; S220T; L272P,0.002534476,1.0255746,26/08/2020,-7.44974E+17,0.00049641,1,772.3911 +857,A159S; T172P,0.07093887,0.84730065,26/08/2020,-7.44974E+17,0.063285708,10,12.401374 +858,A159T,0.36632767,3.047126,26/08/2020,-7.44974E+17,0.369982511,7,5.3770614 +859,A159T; F166S; M185T,0.002496536,0.945397,26/08/2020,-7.44974E+17,0.000389976,1,771.28046 +860,A159T; G284D,0.017437877,3.8147388,26/08/2020,-7.44974E+17,0.015023521,1,275.4251 +861,A159T; S160T,0.22785954,5.3181076,26/08/2020,-7.44974E+17,0.247886599,1,20.17217 +862,A159T; S220T,0.562733,5.592763,26/08/2020,-7.44974E+17,0.677374881,1,4.1148844 +863,A159T; S220T; A229V,0.62490714,5.8631325,26/08/2020,-7.44974E+17,0.74561925,1,3.2063625 +864,A159T; S220T; H230R,0.634049,5.9080973,26/08/2020,-7.44974E+17,0.750751074,1,3.0930192 +865,A159T; Y186F,0.099198155,5.0481906,26/08/2020,-7.44974E+17,0.098450468,1,54.723583 +866,A159T; Y294C,0.006963113,2.5946321,26/08/2020,-7.44974E+17,0.004579709,1,532.74445 +867,A159V,0.20157173,7.0380054,26/08/2020,-7.44974E+17,0.206370536,3,29.03484 +868,A159V; S220T,0.47270733,4.696998,26/08/2020,-7.44974E+17,0.502381887,2,5.320316 +869,A159V; S220T; P300L,0.061615042,4.8735003,26/08/2020,-7.44974E+17,0.058390142,1,89.88476 +870,A159V; S220T; V221A,0.10730274,5.109267,26/08/2020,-7.44974E+17,0.106889643,1,50.692883 +871,A169C,0.06505966,5.939669,26/08/2020,-7.44974E+17,0.064494263,2,93.530334 +872,A169D,0.08757811,6.1260843,26/08/2020,-7.44974E+17,0.087859578,2,69.177826 +873,A169E,0.12287542,3.6408472,26/08/2020,-7.44974E+17,0.123563571,5,27.381989 +874,A169E; G203H,0.056326386,4.799432,26/08/2020,-7.44974E+17,0.05427857,1,100.47491 +875,A169E; N178I; Y290S,0.001946572,0.6828142,26/08/2020,-7.44974E+17,0.000165696,1,816.8245 +876,A169F,0.088872656,4.3121686,26/08/2020,-7.44974E+17,0.088924742,6,46.06364 +877,A169G,0.053332888,4.713818,26/08/2020,-7.44974E+17,0.05274842,1,103.19643 +878,A169H,0.1050896,5.049176,26/08/2020,-7.44974E+17,0.105871283,1,50.992104 +879,A169I,0.052366726,5.266714,26/08/2020,-7.44974E+17,0.051771876,3,101.77246 +880,A169K,0.15787709,3.9832315,26/08/2020,-7.44974E+17,0.158892361,2,23.687576 +881,A169L,0.06999834,4.86574,26/08/2020,-7.44974E+17,0.067556954,1,78.98763 +882,A169M,0.094895676,5.031775,26/08/2020,-7.44974E+17,0.095183766,1,57.28599 +883,A169N,0.07582797,5.328945,26/08/2020,-7.44974E+17,0.076305726,2,71.51841 +884,A169P,0.107713275,7.5979214,26/08/2020,-7.44974E+17,0.105735176,3,65.91481 +885,A169P; S220T; D235E; L253Q,0.013655824,3.6178696,26/08/2020,-7.44974E+17,0.011135718,1,341.03128 +886,A169Q,0.11688239,6.6315007,26/08/2020,-7.44974E+17,0.118877836,3,52.65026 +887,A169R,0.082974866,4.94864,26/08/2020,-7.44974E+17,0.081821069,1,66.45275 +888,A169S; S220T,0.6637209,6.4428034,26/08/2020,-7.44974E+17,0.73985736,2,3.0209513 +889,A169T,0.06707607,4.7306447,26/08/2020,-7.44974E+17,0.067810953,1,80.996124 +890,A169T; S220T,0.70969754,8.041759,26/08/2020,-7.44974E+17,0.772378888,3,3.0832713 +891,A169T; S220T; H230Y; G264D,0.6116795,5.817334,26/08/2020,-7.44974E+17,0.74516749,1,3.38849 +892,A169V,0.07111594,4.808773,26/08/2020,-7.44974E+17,0.071826604,1,76.792885 +893,A169V; S220T; A257V; G264C,0.1210896,5.1554937,26/08/2020,-7.44974E+17,0.122592791,1,44.28765 +894,A169W,0.071892284,5.9891095,26/08/2020,-7.44974E+17,0.070192621,2,84.39285 +895,A169Y,0.052263834,4.679713,26/08/2020,-7.44974E+17,0.051199448,2,94.54964 +896,A174C,0.012687537,4.228974,26/08/2020,-7.44974E+17,0.01143151,2,374.57278 +897,A174D,0.001817853,1.1113505,26/08/2020,-7.44974E+17,0.000664842,2,900.7194 +898,A174E,0.002248599,1.3165501,26/08/2020,-7.44974E+17,0.001175928,2,839.1524 +899,A174E; A231T; M248K,0.006708851,2.5098844,26/08/2020,-7.44974E+17,0.004114601,1,541.17084 +900,A174E; L176A,0.003214625,1.438344,26/08/2020,-7.44974E+17,0.001076214,1,752.75214 +901,A174E; M185E,0.003181763,1.3794852,26/08/2020,-7.44974E+17,0.001031229,1,774.9358 +902,A174F,0.00517592,1.6382225,26/08/2020,-7.44974E+17,0.00372321,2,427.90454 +903,A174G,0.028902477,7.2220225,26/08/2020,-7.44974E+17,0.028574265,8,248.2593 +904,A174G; S220T,0.42845646,5.571155,26/08/2020,-7.44974E+17,0.486542899,1,7.6090074 +905,A174G; Y186C; G264C,0.003259528,1.4489638,26/08/2020,-7.44974E+17,0.001320011,1,757.58014 +906,A174H,0.00129717,1.4743875,26/08/2020,-7.44974E+17,0.000884301,6,1283.0696 +907,A174I,0.001851191,1.1070931,26/08/2020,-7.44974E+17,0.000661929,2,912.5057 +908,A174L,0.001381469,1.1058105,26/08/2020,-7.44974E+17,0.000596158,3,1086.0817 +909,A174N,0.002095237,1.7483053,26/08/2020,-7.44974E+17,0.00150395,4,982.5491 +910,A174P,0.004953643,3.2598038,26/08/2020,-7.44974E+17,0.004292426,4,719.7823 +911,A174P; H271N,0.005774428,2.308932,26/08/2020,-7.44974E+17,0.003509069,1,596.2926 +912,A174P; S220T; N251K; K298N,0.002982347,1.290468,26/08/2020,-7.44974E+17,0.000919794,1,783.09564 +913,A174Q,0.003470164,1.4924959,26/08/2020,-7.44974E+17,0.001308122,1,729.36053 +914,A174S; N190I; S220T; D233E; Y239H; E268G; A282T; P302Q,0.002927406,1.1946725,26/08/2020,-7.44974E+17,0.000782475,1,768.0452 +915,A174T,0.009781151,3.5174563,26/08/2020,-7.44974E+17,0.007985897,2,417.9212 +916,A174T; H255Y; M273V,0.002271419,0.8948497,26/08/2020,-7.44974E+17,0.000348239,1,796.4456 +917,A174V; L214H; S220T,0.003395609,1.3629242,26/08/2020,-7.44974E+17,0.000976064,1,752.7825 +918,A174V; S220T,0.014251522,1.9685321,26/08/2020,-7.44974E+17,0.013005251,2,172.90172 +919,A174W,0.001289665,1.5183891,26/08/2020,-7.44974E+17,0.000809162,5,1364.0549 +920,A174Y,0.002143578,1.6669482,26/08/2020,-7.44974E+17,0.001437145,3,960.33154 +921,A180D,0.00315354,1.3052384,26/08/2020,-7.44974E+17,0.00095024,1,740.3365 +922,A180D; S201F; S220T; H230Y; E295K,0.005966323,2.3457773,26/08/2020,-7.44974E+17,0.003931108,1,559.85583 +923,A180F,0.0021996,1.2626041,26/08/2020,-7.44974E+17,0.001042413,2,846.32294 +924,A180G,0.044407587,5.011878,26/08/2020,-7.44974E+17,0.042647781,2,119.46116 +925,A180G; S220T,0.6505395,5.776367,26/08/2020,-7.44974E+17,0.791680909,1,2.7241936 +926,A180H,0.001698859,1.020071,26/08/2020,-7.44974E+17,0.000613211,2,937.0968 +927,A180I,0.002371745,1.4869251,26/08/2020,-7.44974E+17,0.001282478,2,868.04016 +928,A180L,0.002241052,0.974323,26/08/2020,-7.44974E+17,0.001174145,2,692.0294 +929,A180M,0.002209505,0.84386396,26/08/2020,-7.44974E+17,0.000319923,1,793.7339 +930,A180P,0.002390338,1.3320904,26/08/2020,-7.44974E+17,0.001027,2,811.31036 +931,A180P; L193P; A277G,0.002070856,0.72774166,26/08/2020,-7.44974E+17,0.000163896,1,759.23615 +932,A180R,0.002690092,1.0919181,26/08/2020,-7.44974E+17,0.000593209,1,779.2052 +933,A180S,0.06773803,5.991806,26/08/2020,-7.44974E+17,0.066240889,2,90.00735 +934,A180S; S220T,0.48122224,2.6395192,26/08/2020,-7.44974E+17,0.524295368,2,2.8741946 +935,A180T,0.003220526,1.3651692,26/08/2020,-7.44974E+17,0.001015592,1,767.83966 +936,A180T; A187E; A195S; S220T; L253Q,0.004506061,1.8123713,26/08/2020,-7.44974E+17,0.001962821,1,659.5717 +937,A180T; S220T; F297L,0.001902,1.1937368,26/08/2020,-7.44974E+17,0.000741164,2,929.042 +938,A180T; V232G,0.004011058,1.7567437,26/08/2020,-7.44974E+17,0.00202336,1,714.85645 +939,A180V,0.003595813,1.5949491,26/08/2020,-7.44974E+17,0.001603641,1,719.2194 +940,A180V; H183R; A206V; V276A; V281I,0.002627191,1.0659395,26/08/2020,-7.44974E+17,0.000567821,1,781.44495 +941,A180V; S220T,0.002993079,1.2177702,26/08/2020,-7.44974E+17,0.00075483,1,777.66174 +942,A180W,0.002000982,1.5454215,26/08/2020,-7.44974E+17,0.001227654,3,950.5395 +943,A180Y,0.001673085,0.9725391,26/08/2020,-7.44974E+17,0.000508253,2,915.2212 +944,A180Y; N249S,0.003272933,1.366035,26/08/2020,-7.44974E+17,0.000967244,1,748.66486 +945,A187D,0.004977841,1.1419115,26/08/2020,-7.44974E+17,0.00421097,3,308.68964 +946,A187E,0.005281302,1.7610862,26/08/2020,-7.44974E+17,0.004425221,3,399.15097 +947,A187E; S220T; S226Y,0.009570478,3.0434003,26/08/2020,-7.44974E+17,0.007097144,1,430.2164 +948,A187F,0.004107571,1.8050746,26/08/2020,-7.44974E+17,0.001968499,1,691.57776 +949,A187G,0.06855559,5.7622037,26/08/2020,-7.44974E+17,0.066377389,2,86.08328 +950,A187G; S226F,0.06008231,4.8476734,26/08/2020,-7.44974E+17,0.059017353,1,91.78212 +951,A187H,0.004901019,2.0683692,26/08/2020,-7.44974E+17,0.002962361,1,633.3731 +952,A187I,0.002064448,1.1908597,26/08/2020,-7.44974E+17,0.000926282,2,862.116 +953,A187K,0.001706498,1.2570163,26/08/2020,-7.44974E+17,0.000913257,3,966.86145 +954,A187K; V250A,0.003030864,1.3254924,26/08/2020,-7.44974E+17,0.000944065,1,753.3268 +955,A187L,0.001361521,0.75895166,26/08/2020,-7.44974E+17,0.000299972,2,947.15405 +956,A187M,0.020991772,5.1023293,26/08/2020,-7.44974E+17,0.019136379,2,264.0753 +957,A187N,0.08283435,6.4728184,26/08/2020,-7.44974E+17,0.083605724,3,75.740204 +958,A187P; A228G; V250M; R279C; H288Q,0.00299856,1.3029282,26/08/2020,-7.44974E+17,0.001022336,1,784.7529 +959,A187S,0.30365738,0.79996276,26/08/2020,-7.44974E+17,0.330894277,8,1.9898069 +960,A187S; K236T,0.16691986,5.1208053,26/08/2020,-7.44974E+17,0.176197997,1,29.659145 +961,A187S; Q194R,0.003325322,1.4412163,26/08/2020,-7.44974E+17,0.001061931,1,732.44714 +962,A187S; S220T,0.71416247,6.8073826,26/08/2020,-7.44974E+17,0.796808023,2,2.4263537 +963,A187T,0.040815804,5.7113895,26/08/2020,-7.44974E+17,0.039746179,2,147.9243 +964,A187T; A195W,0.00285797,1.1378148,26/08/2020,-7.44974E+17,0.000659942,1,776.97906 +965,A187T; A202T; S220T,0.44822448,5.5462055,26/08/2020,-7.44974E+17,0.519497866,1,6.998455 +966,A187T; M291K,0.004822627,2.0210135,26/08/2020,-7.44974E+17,0.00268553,1,646.4847 +967,A187V,0.008004997,2.8052616,26/08/2020,-7.44974E+17,0.005488219,1,485.26202 +968,A187V; F217L; P240L; G264V; L272P,0.002964831,1.2542428,26/08/2020,-7.44974E+17,0.000834234,1,752.7903 +969,A187V; I212F; S220T; A260P,0.002469434,1.0316927,26/08/2020,-7.44974E+17,0.000545916,1,787.2342 +970,A187V; Q194L; V199A; A296D,0.002892128,1.3235863,26/08/2020,-7.44974E+17,0.001038914,1,763.7399 +971,A187V; S220T,0.016962996,3.8831313,26/08/2020,-7.44974E+17,0.014288521,1,290.6345 +972,A187V; S220T; H230Y,0.54102427,5.743999,26/08/2020,-7.44974E+17,0.631413217,1,4.713945 +973,A187V; S220T; R247L,0.007343224,2.6799448,26/08/2020,-7.44974E+17,0.004844,1,509.89423 +974,A187Y,0.001857709,1.4798881,26/08/2020,-7.44974E+17,0.001095379,3,1005.01056 +975,A195C,0.005922017,2.8963912,26/08/2020,-7.44974E+17,0.004633165,2,587.9517 +976,A195D,0.001546287,1.106124,26/08/2020,-7.44974E+17,0.000780048,3,960.65295 +977,A195D; G200V; G203D; E208V,0.003084351,1.3531809,26/08/2020,-7.44974E+17,0.001002321,1,762.46405 +978,A195D; S220T,0.003293469,1.443811,26/08/2020,-7.44974E+17,0.001214493,1,732.5268 +979,A195E,0.001407231,1.3976537,26/08/2020,-7.44974E+17,0.000781778,4,1203.0173 +980,A195F,0.002617618,1.0365272,26/08/2020,-7.44974E+17,0.000562985,1,785.6063 +981,A195G,0.18180425,6.4969697,26/08/2020,-7.44974E+17,0.18368355,2,31.139845 +982,A195H,0.001975922,1.2298832,26/08/2020,-7.44974E+17,0.000824845,2,905.97705 +983,A195I,0.002819392,1.2601786,26/08/2020,-7.44974E+17,0.000851979,1,777.88275 +984,A195K,0.001260264,1.5575665,26/08/2020,-7.44974E+17,0.000894944,7,1370.9152 +985,A195L,0.002424942,0.970941,26/08/2020,-7.44974E+17,0.000438156,1,786.4823 +986,A195M,0.003541739,1.4970589,26/08/2020,-7.44974E+17,0.001218782,1,745.00903 +987,A195N,0.002826748,1.2229548,26/08/2020,-7.44974E+17,0.000769381,1,818.0018 +988,A195P,0.001816219,1.1053162,26/08/2020,-7.44974E+17,0.000643512,2,901.26666 +989,A195R,0.001902731,1.1391526,26/08/2020,-7.44974E+17,0.000683215,2,876.38116 +990,A195S; P300Q,0.018188436,3.913231,26/08/2020,-7.44974E+17,0.015338406,1,274.49698 +991,A195S; S205R,0.061393224,4.864028,26/08/2020,-7.44974E+17,0.059733648,1,91.99773 +992,A195S; S220T,0.1358102,5.237169,26/08/2020,-7.44974E+17,0.137944406,1,39.329517 +993,A195T,0.001894092,1.1694605,26/08/2020,-7.44974E+17,0.000749795,2,906.0151 +994,A195T; T242S,0.003397138,1.3805904,26/08/2020,-7.44974E+17,0.000989474,1,746.69696 +995,A195V,0.001406211,1.0914521,26/08/2020,-7.44974E+17,0.00062751,3,1051.9595 +996,A195V; S220T,0.002401466,0.96934,26/08/2020,-7.44974E+17,0.000428732,1,803.91437 +997,A195W,0.001849522,1.1537613,26/08/2020,-7.44974E+17,0.000714136,2,898.0055 +998,A195Y,0.003294658,1.4103557,26/08/2020,-7.44974E+17,0.001114065,1,756.7684 +999,A197C,0.03360492,4.493321,26/08/2020,-7.44974E+17,0.030306182,1,163.5151 +1000,A197D,0.008113303,1.1606294,26/08/2020,-7.44974E+17,0.007148996,2,207.32124 +1001,A197D; A231T,0.002929537,1.2375116,26/08/2020,-7.44974E+17,0.000880963,1,759.63367 +1002,A197E,0.001210744,0.9541481,26/08/2020,-7.44974E+17,0.000422214,3,1136.757 +1003,A197F,0.002417086,0.97506446,26/08/2020,-7.44974E+17,0.000495453,1,802.244 +1004,A197G,0.01327976,4.314597,26/08/2020,-7.44974E+17,0.011951801,2,367.48087 +1005,A197G; S220T,0.050518963,4.7837453,26/08/2020,-7.44974E+17,0.048427066,1,109.40629 +1006,A197H,0.001986152,1.1958749,26/08/2020,-7.44974E+17,0.000762261,2,906.188 +1007,A197I,0.001839653,1.138238,26/08/2020,-7.44974E+17,0.000716526,2,913.3624 +1008,A197K,0.002830607,1.063804,26/08/2020,-7.44974E+17,0.000538206,1,738.7332 +1009,A197L,0.001721816,0.89400786,26/08/2020,-7.44974E+17,0.000457669,2,858.35266 +1010,A197M,0.001642256,0.9816664,26/08/2020,-7.44974E+17,0.00049116,2,897.2219 +1011,A197N,0.002274242,0.8217065,26/08/2020,-7.44974E+17,0.000272215,1,782.998 +1012,A197P,0.002619518,1.1138719,26/08/2020,-7.44974E+17,0.000634408,1,792.7109 +1013,A197P; S220T,0.003002897,1.2726967,26/08/2020,-7.44974E+17,0.000952722,1,775.4268 +1014,A197P; V199M,0.002315957,0.93149495,26/08/2020,-7.44974E+17,0.00038829,1,818.9496 +1015,A197Q,0.001460459,0.7979425,26/08/2020,-7.44974E+17,0.00031776,2,932.0693 +1016,A197R,0.00131961,1.5464851,26/08/2020,-7.44974E+17,0.000818086,5,1348.2242 +1017,A197S,0.033749115,4.479344,26/08/2020,-7.44974E+17,0.030677333,1,158.31052 +1018,A197S; S220T; H230Y; N249I,0.002801884,1.1447486,26/08/2020,-7.44974E+17,0.000567944,1,802.2427 +1019,A197T,0.006744158,2.535728,26/08/2020,-7.44974E+17,0.004467518,1,542.6901 +1020,A197V,0.023304425,5.0964265,26/08/2020,-7.44974E+17,0.0223278,2,237.97408 +1021,A197V; S220T,0.20264174,1.931312,26/08/2020,-7.44974E+17,0.211875283,2,9.038684 +1022,A197W,0.001190533,0.94188887,26/08/2020,-7.44974E+17,0.000443181,3,1134.0918 +1023,A202C,0.08322183,5.0307865,26/08/2020,-7.44974E+17,0.081246752,1,66.55422 +1024,A202D,0.048246555,5.2305593,26/08/2020,-7.44974E+17,0.046320513,3,110.64671 +1025,A202E,0.03340408,4.404031,26/08/2020,-7.44974E+17,0.029814831,1,163.9443 +1026,A202E; A223W,0.029953774,4.3621044,26/08/2020,-7.44974E+17,0.027260603,1,178.05608 +1027,A202F,0.024649996,4.321343,26/08/2020,-7.44974E+17,0.021028499,1,220.56471 +1028,A202G,0.32981512,5.3918695,26/08/2020,-7.44974E+17,0.369731549,1,11.95836 +1029,A202H,0.047284562,5.831054,26/08/2020,-7.44974E+17,0.046426196,2,129.50952 +1030,A202K,0.070261285,7.886839,26/08/2020,-7.44974E+17,0.069285214,4,108.01572 +1031,A202L,0.04170531,5.6210866,26/08/2020,-7.44974E+17,0.040384508,2,141.40149 +1032,A202N,0.04462386,7.0229516,26/08/2020,-7.44974E+17,0.043393096,4,156.75487 +1033,A202P,0.0037482,1.277999,26/08/2020,-7.44974E+17,0.002937231,3,437.82574 +1034,A202P; A223V; V250E; L272Q,0.002565188,1.0851657,26/08/2020,-7.44974E+17,0.000607274,1,800.4798 +1035,A202P; S220T; N249S,0.002692183,1.1313524,26/08/2020,-7.44974E+17,0.000654154,1,779.96545 +1036,A202Q,0.03446963,5.3817315,26/08/2020,-7.44974E+17,0.034651193,2,166.63528 +1037,A202R,0.046990898,6.36222,26/08/2020,-7.44974E+17,0.04538333,3,136.32803 +1038,A202S,0.05665868,6.626106,26/08/2020,-7.44974E+17,0.056237336,3,116.04991 +1039,A202S; F209S; H230R,0.003580854,1.4018809,26/08/2020,-7.44974E+17,0.002288741,2,548.63904 +1040,A202S; S220T; D287V,0.22244845,4.7655134,26/08/2020,-7.44974E+17,0.229869042,2,18.047798 +1041,A202T,0.072273195,6.1734867,26/08/2020,-7.44974E+17,0.070262698,2,85.87133 +1042,A202T; S220T; L227P; V232I,0.004622662,1.911269,26/08/2020,-7.44974E+17,0.002295911,1,655.7437 +1043,A202T; V204Q,0.08328401,5.074377,26/08/2020,-7.44974E+17,0.08092335,1,67.496544 +1044,A202V,0.16933385,1.8300526,26/08/2020,-7.44974E+17,0.168165039,4,9.986194 +1045,A202V; R247Y,0.09982036,5.1536393,26/08/2020,-7.44974E+17,0.096436968,1,56.0378 +1046,A202V; S220T; H230Y,0.8064239,15.045507,26/08/2020,-7.44974E+17,0.827918529,10,3.524126 +1047,A202V; T245A; H288Q,0.005909009,2.3484426,26/08/2020,-7.44974E+17,0.003342654,1,578.23 +1048,A202W,0.016875416,3.8628247,26/08/2020,-7.44974E+17,0.014070924,1,293.8925 +1049,A202Y,0.053235903,6.0733657,26/08/2020,-7.44974E+17,0.053265772,5,111.988205 +1050,A206C,0.044858444,4.735087,26/08/2020,-7.44974E+17,0.041676992,1,125.11967 +1051,A206D,0.001726858,1.4178494,26/08/2020,-7.44974E+17,0.001260925,5,960.81274 +1052,A206D; S220T,0.004630819,1.9930575,26/08/2020,-7.44974E+17,0.002455782,1,657.7973 +1053,A206E,0.020830605,4.993863,26/08/2020,-7.44974E+17,0.019570372,2,263.60803 +1054,A206F,0.005610843,0.8938527,26/08/2020,-7.44974E+17,0.004937058,4,213.21451 +1055,A206G,0.039575923,4.6911206,26/08/2020,-7.44974E+17,0.036559899,1,139.71382 +1056,A206H,0.007485546,2.0872803,26/08/2020,-7.44974E+17,0.006034104,2,356.4587 +1057,A206I,0.04282624,4.687701,26/08/2020,-7.44974E+17,0.041876781,3,112.9154 +1058,A206K,0.009014206,2.9208016,26/08/2020,-7.44974E+17,0.006393854,1,451.3034 +1059,A206L,0.019144163,3.8884454,26/08/2020,-7.44974E+17,0.017379246,1,251.62126 +1060,A206M,0.004473247,2.912295,26/08/2020,-7.44974E+17,0.003821996,5,701.38275 +1061,A206N,0.05292844,4.7819266,26/08/2020,-7.44974E+17,0.050637226,1,106.15402 +1062,A206P,0.08032277,5.0467505,26/08/2020,-7.44974E+17,0.079625353,1,67.68997 +1063,A206Q,0.01738604,3.2911627,26/08/2020,-7.44974E+17,0.016323993,3,207.10822 +1064,A206R,0.00309986,1.8922763,26/08/2020,-7.44974E+17,0.001863511,2,789.38715 +1065,A206S,0.07231116,5.634592,26/08/2020,-7.44974E+17,0.06956738,2,79.09907 +1066,A206S; S220T; N238K,0.17023593,5.170208,26/08/2020,-7.44974E+17,0.178296707,1,28.978846 +1067,A206T,0.0472099,5.747119,26/08/2020,-7.44974E+17,0.045197535,2,126.78228 +1068,A206T; S220T,0.6653148,5.9622817,26/08/2020,-7.44974E+17,0.792794088,1,2.605961 +1069,A206V,0.027361808,5.227115,26/08/2020,-7.44974E+17,0.026572406,2,205.47502 +1070,A206V; D211C,0.04766373,4.7002563,26/08/2020,-7.44974E+17,0.044456665,1,117.33513 +1071,A206V; L253P,0.002375853,0.7693365,26/08/2020,-7.44974E+17,0.000186709,1,774.92523 +1072,A206V; S220T; V250A,0.047198568,4.633408,26/08/2020,-7.44974E+17,0.045731292,1,114.791245 +1073,A206V; T207I; N249I,0.004585765,1.9250908,26/08/2020,-7.44974E+17,0.002302007,1,682.4374 +1074,A206W,0.002676693,1.7984104,26/08/2020,-7.44974E+17,0.001994849,4,784.1298 +1075,A206Y,0.005831065,2.3235009,26/08/2020,-7.44974E+17,0.003598667,1,573.98395 +1076,A210D,0.062153004,4.358541,26/08/2020,-7.44974E+17,0.062288439,3,71.52827 +1077,A210E,0.061877854,6.0466685,26/08/2020,-7.44974E+17,0.061199642,2,100.25163 +1078,A210F,0.2345353,5.33493,26/08/2020,-7.44974E+17,0.250537414,1,19.584467 +1079,A210G,0.12260616,5.6491776,26/08/2020,-7.44974E+17,0.122539257,3,42.66587 +1080,A210G; S220T,0.4636472,5.7426987,26/08/2020,-7.44974E+17,0.526362369,1,6.7360525 +1081,A210G; W216L,0.051881805,4.79166,26/08/2020,-7.44974E+17,0.050874213,1,105.47893 +1082,A210H,0.18120244,4.607945,26/08/2020,-7.44974E+17,0.183637002,3,22.125162 +1083,A210I,0.07723588,9.628218,26/08/2020,-7.44974E+17,0.07644477,5,117.636696 +1084,A210K,0.08785553,4.991304,26/08/2020,-7.44974E+17,0.087278482,1,62.789806 +1085,A210L,0.060574487,4.90641,26/08/2020,-7.44974E+17,0.058969634,1,92.08875 +1086,A210M,0.08282246,6.142078,26/08/2020,-7.44974E+17,0.082984201,2,73.622 +1087,A210N,0.10168835,5.1471014,26/08/2020,-7.44974E+17,0.098974202,1,54.7703 +1088,A210P,0.002715964,2.9598765,26/08/2020,-7.44974E+17,0.00224352,5,1185.875 +1089,A210P; S220T; K298E,0.002612047,1.0453721,26/08/2020,-7.44974E+17,0.000502588,1,812.976 +1090,A210Q,0.08421988,4.8339353,26/08/2020,-7.44974E+17,0.088223197,1,63.153625 +1091,A210R,0.07940856,5.762029,26/08/2020,-7.44974E+17,0.079713567,3,71.24797 +1092,A210S,0.32262233,7.3802366,26/08/2020,-7.44974E+17,0.340264687,3,15.866481 +1093,A210T,0.2015328,5.3505893,26/08/2020,-7.44974E+17,0.20359496,2,22.850927 +1094,A210T; A213S,0.05944663,4.8278604,26/08/2020,-7.44974E+17,0.057924582,1,92.895485 +1095,A210T; D211G; D287E,0.024715917,4.306128,26/08/2020,-7.44974E+17,0.021397143,1,218.14302 +1096,A210T; L214H; S220T,0.044471655,4.6984067,26/08/2020,-7.44974E+17,0.042525332,1,125.56395 +1097,A210T; S220T; A223T; E262D,0.023377812,4.164081,26/08/2020,-7.44974E+17,0.020075202,1,224.06175 +1098,A210V,0.21808924,5.2759366,26/08/2020,-7.44974E+17,0.231690928,1,21.582672 +1099,A210W,0.17352824,6.5805316,26/08/2020,-7.44974E+17,0.172892226,3,32.68936 +1100,A210Y,0.3089597,5.0888553,26/08/2020,-7.44974E+17,0.321558376,3,11.8345995 +1101,A213C,0.15298836,3.6042044,26/08/2020,-7.44974E+17,0.157355202,2,22.339249 +1102,A213D,0.006285003,4.0114307,26/08/2020,-7.44974E+17,0.005721061,4,682.45056 +1103,A213D; S220T,0.003240037,1.3459184,26/08/2020,-7.44974E+17,0.000960613,1,747.8017 +1104,A213E,0.01296343,3.5338488,26/08/2020,-7.44974E+17,0.010167122,1,359.09848 +1105,A213F,0.06807151,4.9367986,26/08/2020,-7.44974E+17,0.065573042,1,82.93191 +1106,A213G,0.23379743,6.5257626,26/08/2020,-7.44974E+17,0.237335027,2,22.633305 +1107,A213H,0.030957153,7.1022663,26/08/2020,-7.44974E+17,0.030564088,4,231.18134 +1108,A213I,0.096050665,7.034509,26/08/2020,-7.44974E+17,0.096506611,3,69.33641 +1109,A213K,0.004811887,1.9818213,26/08/2020,-7.44974E+17,0.002293548,1,628.0743 +1110,A213L,0.1625165,5.2655067,26/08/2020,-7.44974E+17,0.165621652,1,31.381054 +1111,A213M,0.14289182,6.4157276,26/08/2020,-7.44974E+17,0.143113504,2,41.584435 +1112,A213N,0.012714976,3.4792948,26/08/2020,-7.44974E+17,0.01028969,1,356.03485 +1113,A213P,0.009078482,2.9553392,26/08/2020,-7.44974E+17,0.00619967,1,448.8639 +1114,A213P; L222P; A277V,0.002559681,1.0855873,26/08/2020,-7.44974E+17,0.000582263,1,781.9168 +1115,A213Q,0.039688908,5.367936,26/08/2020,-7.44974E+17,0.037922689,2,143.91167 +1116,A213R,0.020097258,0.52122515,26/08/2020,-7.44974E+17,0.020668973,4,37.35366 +1117,A213S,0.08125422,5.0099134,26/08/2020,-7.44974E+17,0.079231202,1,68.24784 +1118,A213S; S220T; A223V; H230Y,0.15860163,5.1550984,26/08/2020,-7.44974E+17,0.16506307,1,31.58406 +1119,A213T,0.09105656,5.005263,26/08/2020,-7.44974E+17,0.090394421,1,59.946976 +1120,A213T; H266N,0.07952722,4.8101473,26/08/2020,-7.44974E+17,0.08194665,1,67.31203 +1121,A213T; S220T,0.09376007,5.016696,26/08/2020,-7.44974E+17,0.094769067,1,57.731907 +1122,A213V,0.076994665,0.9866707,26/08/2020,-7.44974E+17,0.081899723,4,14.76899 +1123,A213W,0.06648105,5.296062,26/08/2020,-7.44974E+17,0.064777212,2,82.17082 +1124,A213Y,0.058688566,6.7917886,26/08/2020,-7.44974E+17,0.057898716,5,112.48989 +1125,A218C,0.13317856,5.9212847,26/08/2020,-7.44974E+17,0.133242834,2,41.401867 +1126,A218D,0.06712881,6.0859895,26/08/2020,-7.44974E+17,0.065591522,2,93.30992 +1127,A218E,0.086699784,5.722531,26/08/2020,-7.44974E+17,0.087556586,5,62.611103 +1128,A218F,0.12392502,5.1739774,26/08/2020,-7.44974E+17,0.125955654,5,38.052746 +1129,A218G,0.2031591,6.4577026,26/08/2020,-7.44974E+17,0.208311133,4,26.171406 +1130,A218H,0.14694184,5.1764126,26/08/2020,-7.44974E+17,0.152544885,1,35.37379 +1131,A218I,0.41444612,7.674556,26/08/2020,-7.44974E+17,0.43227353,3,10.963892 +1132,A218K,0.07784644,5.1443863,26/08/2020,-7.44974E+17,0.075284488,1,74.19324 +1133,A218L,0.51894844,6.1256175,26/08/2020,-7.44974E+17,0.549031171,3,5.680867 +1134,A218L; A228V,0.7821051,11.935513,26/08/2020,-7.44974E+17,0.80095514,9,3.2331133 +1135,A218L; A228V; N289S,0.7223463,8.861545,26/08/2020,-7.44974E+17,0.742821544,11,3.3467321 +1136,A218L; T242A,0.7244481,9.817881,26/08/2020,-7.44974E+17,0.729866842,22,3.7000327 +1137,A218M,0.43422598,5.8088937,26/08/2020,-7.44974E+17,0.470313155,2,7.72722 +1138,A218M; A259T; A303K,0.8171794,13.396622,26/08/2020,-7.44974E+17,0.832784954,15,2.9394042 +1139,A218M; A296T,0.5169928,0.7256967,26/08/2020,-7.44974E+17,0.635747807,12,0.67265826 +1140,A218M; A296T; A303G,0.51116127,0.7309479,26/08/2020,-7.44974E+17,0.622773023,12,0.6960315 +1141,A218M; A296T; A303I,0.6864824,4.9121532,26/08/2020,-7.44974E+17,0.687097608,15,2.2050037 +1142,A218M; A296T; A303K,0.7031063,6.189109,26/08/2020,-7.44974E+17,0.775788466,2,2.3447044 +1143,A218M; A296T; A303N,0.64523375,4.0415382,26/08/2020,-7.44974E+17,0.656562044,15,2.1915753 +1144,A218M; A296T; A303P,0.61391056,4.7707653,26/08/2020,-7.44974E+17,0.671309273,2,2.8145256 +1145,A218M; A296T; A303R,0.73709387,6.3380966,26/08/2020,-7.44974E+17,0.764887762,6,2.155024 +1146,A218M; A296T; A303T,0.7102245,5.579718,26/08/2020,-7.44974E+17,0.74601375,4,2.1026425 +1147,A218M; A296T; P302K,0.5282433,0.72346187,26/08/2020,-7.44974E+17,0.663246378,12,0.6419588 +1148,A218M; A296T; P302R,0.32587305,0.42625383,26/08/2020,-7.44974E+17,0.387009661,4,1.0178987 +1149,A218M; A296T; S304C,0.6965142,5.740653,26/08/2020,-7.44974E+17,0.701318904,15,2.463501 +1150,A218M; A296T; S304G,0.69986355,5.802986,26/08/2020,-7.44974E+17,0.705964253,15,2.4483871 +1151,A218M; A303K; S304F,0.6632836,4.8449183,26/08/2020,-7.44974E+17,0.726555991,2,2.2451248 +1152,A218M; A303K; S304I,0.6603911,4.731097,26/08/2020,-7.44974E+17,0.664414994,15,2.3959746 +1153,A218M; A303K; S304L,0.6804384,4.430799,26/08/2020,-7.44974E+17,0.692089721,10,2.024946 +1154,A218M; A303P; S304I,0.56818295,2.494004,26/08/2020,-7.44974E+17,0.565770044,15,1.8839533 +1155,A218M; A303P; S304L,0.6302591,3.6207445,26/08/2020,-7.44974E+17,0.630540125,15,2.0955749 +1156,A218M; A303R; S304I,0.71716744,6.011889,26/08/2020,-7.44974E+17,0.732786926,10,2.3101122 +1157,A218M; A303R; S304L,0.6954882,4.6486826,26/08/2020,-7.44974E+17,0.710713724,10,1.9769366 +1158,A218M; P302K; A303K,0.7190982,6.254965,26/08/2020,-7.44974E+17,0.731767786,11,2.390275 +1159,A218M; P302K; S304I,0.65226674,3.9881773,26/08/2020,-7.44974E+17,0.653067576,15,2.0932233 +1160,A218M; P302K; S304L,0.6256251,3.297612,26/08/2020,-7.44974E+17,0.623925238,15,1.9484628 +1161,A218M; P302R; A303I,0.6689046,4.1850924,26/08/2020,-7.44974E+17,0.684064669,10,2.0131092 +1162,A218M; P302R; A303K,0.7027557,4.4137726,26/08/2020,-7.44974E+17,0.718791121,8,1.7937394 +1163,A218M; P302R; A303P,0.4021622,0.49415728,26/08/2020,-7.44974E+17,0.480810565,14,0.752587 +1164,A218M; P302R; A303R,0.70892286,5.603817,26/08/2020,-7.44974E+17,0.7178138,10,2.23635 +1165,A218M; P302R; A303T,0.6597085,4.2905736,26/08/2020,-7.44974E+17,0.661498938,15,2.1781821 +1166,A218M; P302R; S304G,0.5933086,2.535996,26/08/2020,-7.44974E+17,0.585288414,15,1.7189307 +1167,A218M; P302R; S304I,0.64324933,4.016716,26/08/2020,-7.44974E+17,0.685150977,2,2.0540435 +1168,A218M; P302R; S304K,0.65225536,4.30623,26/08/2020,-7.44974E+17,0.659391692,15,2.2596672 +1169,A218M; P302R; S304L,0.6010283,3.018233,26/08/2020,-7.44974E+17,0.600169621,15,1.9734997 +1170,A218M; P302R; S304P,0.62385106,3.4516892,26/08/2020,-7.44974E+17,0.628569348,15,2.048236 +1171,A218M; P302R; S304T,0.47245082,0.6434592,26/08/2020,-7.44974E+17,0.549300346,12,0.72523004 +1172,A218N,0.08754348,5.8989553,26/08/2020,-7.44974E+17,0.08630217,3,65.13096 +1173,A218P,0.16187352,5.1102996,26/08/2020,-7.44974E+17,0.171399599,1,30.541513 +1174,A218R,0.052142993,5.8341904,26/08/2020,-7.44974E+17,0.052215236,2,116.354485 +1175,A218S,0.13219601,5.1369896,26/08/2020,-7.44974E+17,0.136990301,1,39.770584 +1176,A218T,0.103925325,7.250952,26/08/2020,-7.44974E+17,0.102816082,3,65.160866 +1177,A218T; L222E,0.05686446,4.9096165,26/08/2020,-7.44974E+17,0.051946099,1,99.026886 +1178,A218T; L234P; V250E; A259G,0.002744742,1.0545801,26/08/2020,-7.44974E+17,0.000518945,1,816.9217 +1179,A218T; S220T; H230Y,0.6017848,5.8765497,26/08/2020,-7.44974E+17,0.700536587,1,3.6391745 +1180,A218T; S220T; H230Y; A296T,0.63456136,5.862151,26/08/2020,-7.44974E+17,0.760714779,1,2.9740536 +1181,A218V,0.3369285,5.428565,26/08/2020,-7.44974E+17,0.375184409,1,11.69795 +1182,A218V; D235V; E254D,0.11129894,5.1110787,26/08/2020,-7.44974E+17,0.113028135,1,48.455017 +1183,A218V; L222S,0.06414223,4.9553666,26/08/2020,-7.44974E+17,0.061053852,1,87.60913 +1184,A218V; S220T; L269F,0.33675238,5.4774256,26/08/2020,-7.44974E+17,0.366065608,1,11.696964 +1185,A218Y,0.16225117,4.735593,26/08/2020,-7.44974E+17,0.161602893,2,26.871382 +1186,A223C,0.05847815,6.5337586,26/08/2020,-7.44974E+17,0.058543354,3,110.7192 +1187,A223D,0.11404356,5.1910167,26/08/2020,-7.44974E+17,0.112324164,1,47.566883 +1188,A223D; G286V,0.054000657,4.708244,26/08/2020,-7.44974E+17,0.053502251,1,102.06507 +1189,A223E,0.06285365,6.107027,26/08/2020,-7.44974E+17,0.060697281,2,99.05952 +1190,A223E; L253T,0.002886348,1.2271457,26/08/2020,-7.44974E+17,0.000808358,1,789.7227 +1191,A223G,0.074279755,4.0365176,26/08/2020,-7.44974E+17,0.073703846,3,54.7231 +1192,A223H,0.11942007,6.380412,26/08/2020,-7.44974E+17,0.117993757,2,50.709812 +1193,A223I,0.049732465,5.800337,26/08/2020,-7.44974E+17,0.049129423,2,121.4486 +1194,A223K,0.047540043,4.791797,26/08/2020,-7.44974E+17,0.044708215,1,117.25462 +1195,A223L,0.08680065,5.712973,26/08/2020,-7.44974E+17,0.084615859,3,64.09696 +1196,A223M,0.12033489,5.0711255,26/08/2020,-7.44974E+17,0.119481906,1,44.284454 +1197,A223N,0.20771025,5.262853,26/08/2020,-7.44974E+17,0.218477811,1,22.81224 +1198,A223Q,0.09965459,6.9719563,26/08/2020,-7.44974E+17,0.0981214,3,66.20621 +1199,A223R,0.12352507,6.221118,26/08/2020,-7.44974E+17,0.126823623,2,47.312134 +1200,A223S,0.19775556,5.2279596,26/08/2020,-7.44974E+17,0.210299815,1,24.382729 +1201,A223S; A231D,0.019673191,4.0109878,26/08/2020,-7.44974E+17,0.01720047,1,257.61368 +1202,A223T,0.11324251,5.1234756,26/08/2020,-7.44974E+17,0.114091052,1,47.378304 +1203,A223T; A296T; A303N; S304L,0.44693574,1.6853471,26/08/2020,-7.44974E+17,0.473623348,2,2.1926453 +1204,A223V,0.0621753,4.8239245,26/08/2020,-7.44974E+17,0.059989334,1,89.985176 +1205,A223V; D235I,0.004408376,2.4893947,26/08/2020,-7.44974E+17,0.003254645,2,684.1195 +1206,A223W,0.04521134,4.7199035,26/08/2020,-7.44974E+17,0.044783606,2,111.359634 +1207,A223Y,0.07798711,5.5412064,26/08/2020,-7.44974E+17,0.077318421,2,72.118355 +1208,A228C,0.091913156,3.9357257,26/08/2020,-7.44974E+17,0.09029821,4,41.399902 +1209,A228D,0.07550723,6.181976,26/08/2020,-7.44974E+17,0.073631647,2,82.68551 +1210,A228E,0.06333639,4.9505377,26/08/2020,-7.44974E+17,0.060631554,1,88.77729 +1211,A228F,0.08750418,6.8286405,26/08/2020,-7.44974E+17,0.087585024,4,73.942345 +1212,A228G,0.09552062,4.047025,26/08/2020,-7.44974E+17,0.095934612,4,40.589115 +1213,A228H,0.12959334,4.7668324,26/08/2020,-7.44974E+17,0.130030095,3,34.250553 +1214,A228I,0.09270095,2.475616,26/08/2020,-7.44974E+17,0.093376142,4,26.697067 +1215,A228K,0.278536,5.1730537,26/08/2020,-7.44974E+17,0.310245064,1,15.243638 +1216,A228L,0.049641047,5.8641057,26/08/2020,-7.44974E+17,0.048504116,2,122.865105 +1217,A228M,0.080806665,5.157958,26/08/2020,-7.44974E+17,0.073918247,1,70.56586 +1218,A228N,0.081482865,5.499274,26/08/2020,-7.44974E+17,0.082495092,3,66.00503 +1219,A228P,0.118655115,5.0403547,26/08/2020,-7.44974E+17,0.118960415,3,39.89114 +1220,A228P; S292T,0.004325881,1.8431728,26/08/2020,-7.44974E+17,0.00215186,1,679.351 +1221,A228T; A231H,0.009273818,2.9851909,26/08/2020,-7.44974E+17,0.007164291,1,427.7917 +1222,A228V,0.11776824,0.47646075,26/08/2020,-7.44974E+17,0.092582481,10,4.185861 +1223,A228V; H230N,0.057857525,4.823622,26/08/2020,-7.44974E+17,0.05476914,1,95.70576 +1224,A228W,0.1629368,2.6726618,26/08/2020,-7.44974E+17,0.165057798,3,15.250536 +1225,A228Y,0.06699329,5.6138353,26/08/2020,-7.44974E+17,0.066838479,2,85.68191 +1226,A229C,0.040176503,5.643392,26/08/2020,-7.44974E+17,0.038916752,2,147.86197 +1227,A229D,0.06986048,7.3127885,26/08/2020,-7.44974E+17,0.070264372,3,102.31192 +1228,A229E,0.08196365,6.012706,26/08/2020,-7.44974E+17,0.081343983,5,69.84431 +1229,A229F,0.07727815,5.0185757,26/08/2020,-7.44974E+17,0.073963895,1,72.43499 +1230,A229G,0.07026038,3.9652033,26/08/2020,-7.44974E+17,0.069303553,2,59.75202 +1231,A229H,0.10332456,3.5837379,26/08/2020,-7.44974E+17,0.104641876,3,33.792587 +1232,A229I,0.02833466,4.3972316,26/08/2020,-7.44974E+17,0.024880051,1,193.486 +1233,A229K,0.13203895,4.116147,26/08/2020,-7.44974E+17,0.129790295,2,30.077335 +1234,A229L,0.12437651,5.200823,26/08/2020,-7.44974E+17,0.121739172,1,44.05365 +1235,A229M,0.08163051,4.987611,26/08/2020,-7.44974E+17,0.079657018,1,68.17298 +1236,A229N; D235N,0.015083152,3.764282,26/08/2020,-7.44974E+17,0.012337241,1,322.27658 +1237,A229Q,0.07612738,6.2807937,26/08/2020,-7.44974E+17,0.07597462,4,79.58794 +1238,A229R,0.04926021,5.829422,26/08/2020,-7.44974E+17,0.047107483,2,123.14273 +1239,A229S,0.16166086,2.4014575,26/08/2020,-7.44974E+17,0.160586525,3,14.025352 +1240,A229T,0.06895588,5.9646773,26/08/2020,-7.44974E+17,0.067172155,3,85.15875 +1241,A229V,0.08327484,4.0872674,26/08/2020,-7.44974E+17,0.083437094,2,50.559296 +1242,A229W,0.06526989,5.978879,26/08/2020,-7.44974E+17,0.06473692,4,89.727 +1243,A229Y,0.05430111,6.801448,26/08/2020,-7.44974E+17,0.054162628,4,123.69249 +1244,A231C,0.08482483,5.5013814,26/08/2020,-7.44974E+17,0.085507032,2,65.09946 +1245,A231D,0.036490962,5.3328485,26/08/2020,-7.44974E+17,0.035462955,2,155.9269 +1246,A231E,0.040706977,5.6188226,26/08/2020,-7.44974E+17,0.040915426,4,139.23317 +1247,A231F; D235Y,0.002636241,1.0648824,26/08/2020,-7.44974E+17,0.000525803,1,795.2059 +1248,A231H,0.03794362,4.6290603,26/08/2020,-7.44974E+17,0.034154611,1,147.22124 +1249,A231I,0.051779978,4.5353847,26/08/2020,-7.44974E+17,0.051346192,2,92.9912 +1250,A231L,0.033484045,6.7295494,26/08/2020,-7.44974E+17,0.033309316,6,199.76639 +1251,A231M,0.024168346,4.4025493,26/08/2020,-7.44974E+17,0.022877764,2,200.91588 +1252,A231N,0.03298406,4.7711673,26/08/2020,-7.44974E+17,0.031822814,4,148.57538 +1253,A231N; G237D,0.003174861,1.3918138,26/08/2020,-7.44974E+17,0.00119748,1,759.4348 +1254,A231P,0.14664532,6.2231245,26/08/2020,-7.44974E+17,0.15260672,3,37.871273 +1255,A231Q,0.029498369,4.319818,26/08/2020,-7.44974E+17,0.027250022,1,178.46307 +1256,A231R,0.013492225,5.1684837,26/08/2020,-7.44974E+17,0.012624853,3,405.80908 +1257,A231T,0.03200512,5.217848,26/08/2020,-7.44974E+17,0.030662593,2,174.9136 +1258,A231V,0.061128426,5.4471364,26/08/2020,-7.44974E+17,0.060922205,2,92.35353 +1259,A231W,0.00824402,3.457189,26/08/2020,-7.44974E+17,0.007067765,2,487.6891 +1260,A231Y,0.010988666,3.3314488,26/08/2020,-7.44974E+17,0.008939868,1,395.09274 +1261,A252C,0.10523629,4.6733737,26/08/2020,-7.44974E+17,0.101436565,3,42.64643 +1262,A252D,0.003789197,1.9943881,26/08/2020,-7.44974E+17,0.002554153,2,669.22174 +1263,A252D; H266V,0.001863139,1.1235404,26/08/2020,-7.44974E+17,0.000670831,2,883.5063 +1264,A252E,0.002970249,1.8122113,26/08/2020,-7.44974E+17,0.00213233,3,737.3765 +1265,A252F,0.002697996,1.694539,26/08/2020,-7.44974E+17,0.001631279,2,835.07904 +1266,A252G,0.005335274,5.487829,26/08/2020,-7.44974E+17,0.005068925,8,1050.2788 +1267,A252G; G286V,0.002344617,0.9059587,26/08/2020,-7.44974E+17,0.00035414,1,783.06213 +1268,A252H,0.003197424,1.8700097,26/08/2020,-7.44974E+17,0.002017286,2,748.06573 +1269,A252I,0.005129373,2.1011064,26/08/2020,-7.44974E+17,0.002920119,1,622.0401 +1270,A252L,0.003425457,2.0254278,26/08/2020,-7.44974E+17,0.00216198,2,758.55853 +1271,A252M,0.004958853,2.510884,26/08/2020,-7.44974E+17,0.00373946,2,634.54535 +1272,A252P,0.001902441,1.7629012,26/08/2020,-7.44974E+17,0.001360609,4,1076.6041 +1273,A252Q,0.006757679,2.481139,26/08/2020,-7.44974E+17,0.004168546,1,532.74054 +1274,A252S,0.06399526,4.888626,26/08/2020,-7.44974E+17,0.060406851,1,86.97098 +1275,A252T,0.031345636,5.4188724,26/08/2020,-7.44974E+17,0.029461695,2,184.62906 +1276,A252V,0.029548852,4.793708,26/08/2020,-7.44974E+17,0.0285133,2,176.94308 +1277,A252V; H255Y,0.004221709,1.840873,26/08/2020,-7.44974E+17,0.002129287,1,671.9797 +1278,A252W,0.00487963,2.004268,26/08/2020,-7.44974E+17,0.002589536,1,671.7005 +1279,A252Y,0.003281605,1.3926507,26/08/2020,-7.44974E+17,0.000988525,1,720.9757 +1280,A252Y; A257T,0.002783835,1.2096076,26/08/2020,-7.44974E+17,0.000767452,1,775.6682 +1281,A257C,0.141429,5.172276,26/08/2020,-7.44974E+17,0.142898965,1,36.727013 +1282,A257D,0.010173644,3.994877,26/08/2020,-7.44974E+17,0.008803136,2,447.1612 +1283,A257E,0.1231862,5.928755,26/08/2020,-7.44974E+17,0.12397896,2,45.524525 +1284,A257F,0.05887506,5.982411,26/08/2020,-7.44974E+17,0.058454969,2,104.433945 +1285,A257G,0.049570695,4.8292828,26/08/2020,-7.44974E+17,0.046589624,1,115.19988 +1286,A257H,0.042674102,4.8548694,26/08/2020,-7.44974E+17,0.038333727,1,132.86993 +1287,A257L,0.026376992,5.8707,26/08/2020,-7.44974E+17,0.025514012,4,227.40848 +1288,A257M,0.027873656,6.2867193,26/08/2020,-7.44974E+17,0.026893207,3,231.96112 +1289,A257N,0.012074271,4.0081863,26/08/2020,-7.44974E+17,0.010812092,2,373.72754 +1290,A257P,0.002198331,1.3371626,26/08/2020,-7.44974E+17,0.00111853,2,845.22125 +1291,A257Q,0.077609845,5.04279,26/08/2020,-7.44974E+17,0.075861888,1,72.15834 +1292,A257R,0.024585549,6.1201487,26/08/2020,-7.44974E+17,0.023312239,3,259.15112 +1293,A257S,0.11791082,4.9908876,26/08/2020,-7.44974E+17,0.12306711,1,44.46208 +1294,A257T,0.038397543,4.4506965,26/08/2020,-7.44974E+17,0.038324495,1,137.58443 +1295,A257V,0.059688475,5.731445,26/08/2020,-7.44974E+17,0.057523743,2,99.21233 +1296,A257W,0.090099834,4.924445,26/08/2020,-7.44974E+17,0.092514313,1,60.425175 +1297,A257Y,0.09618066,5.076694,26/08/2020,-7.44974E+17,0.097786461,1,55.765175 +1298,A259C,0.28544146,4.6400256,26/08/2020,-7.44974E+17,0.294965159,2,12.465072 +1299,A259D,0.001419107,1.6525877,26/08/2020,-7.44974E+17,0.000925018,5,1343.9525 +1300,A259F,0.00559456,2.9077675,26/08/2020,-7.44974E+17,0.004272506,2,632.8285 +1301,A259T; A296T; A303K,0.5058651,0.5999956,26/08/2020,-7.44974E+17,0.65068818,12,0.58309704 +1302,A259V,0.020116236,4.961746,26/08/2020,-7.44974E+17,0.019145161,3,261.2858 +1303,A259W,0.00218108,1.350042,26/08/2020,-7.44974E+17,0.001069479,2,886.01776 +1304,A259Y,0.011083413,1.1377628,26/08/2020,-7.44974E+17,0.009837159,2,147.99554 +1305,A260C,0.22028881,5.4417562,26/08/2020,-7.44974E+17,0.2287519,1,21.64591 +1306,A260E,0.00436462,0.943095,26/08/2020,-7.44974E+17,0.004041926,7,251.62756 +1307,A260F,0.06686676,4.8027234,26/08/2020,-7.44974E+17,0.066505564,1,82.40412 +1308,A260G,0.009229102,2.9856246,26/08/2020,-7.44974E+17,0.006822362,1,437.57278 +1309,A260H,0.030479275,5.115061,26/08/2020,-7.44974E+17,0.029622348,2,181.31636 +1310,A260I,0.005615318,2.244584,26/08/2020,-7.44974E+17,0.003456819,1,588.17444 +1311,A260K,0.003381277,1.4386015,26/08/2020,-7.44974E+17,0.001130642,1,721.1692 +1312,A260L,0.004760073,3.4466088,26/08/2020,-7.44974E+17,0.004176761,5,775.7636 +1313,A260M,0.18685271,3.796188,26/08/2020,-7.44974E+17,0.195183769,2,18.134518 +1314,A260M; G264V,0.02965475,4.3614655,26/08/2020,-7.44974E+17,0.02617311,1,182.81097 +1315,A260N; G264D,0.003622009,1.5554236,26/08/2020,-7.44974E+17,0.001380615,1,719.95557 +1316,A260Q,0.002570101,1.6330726,26/08/2020,-7.44974E+17,0.001494562,2,844.9161 +1317,A260R,0.001582497,1.5679238,26/08/2020,-7.44974E+17,0.001012357,4,1164.036 +1318,A260S; L269F,0.029760763,4.4760423,26/08/2020,-7.44974E+17,0.027303378,1,180.77744 +1319,A260T,0.1254599,4.9138227,26/08/2020,-7.44974E+17,0.122698225,4,36.115574 +1320,A260W,0.002116197,1.3576514,26/08/2020,-7.44974E+17,0.000978791,2,910.63763 +1321,A260Y,0.020547414,6.0214324,26/08/2020,-7.44974E+17,0.019597802,3,304.1158 +1322,A277C,0.0221002,5.109164,26/08/2020,-7.44974E+17,0.020615541,2,253.58035 +1323,A277E,0.001578534,1.3148286,26/08/2020,-7.44974E+17,0.000758433,3,1099.4467 +1324,A277F,0.002461598,0.9666416,26/08/2020,-7.44974E+17,0.000437357,1,795.43317 +1325,A277G,0.07111144,5.996517,26/08/2020,-7.44974E+17,0.070347918,2,84.76508 +1326,A277H,0.001847115,0.9429545,26/08/2020,-7.44974E+17,0.000743587,2,828.4521 +1327,A277I,0.001470285,0.8619767,26/08/2020,-7.44974E+17,0.000395136,2,946.7372 +1328,A277K,0.001446113,0.827115,26/08/2020,-7.44974E+17,0.000382094,2,902.47 +1329,A277L,0.002714044,1.0583466,26/08/2020,-7.44974E+17,0.000580394,1,787.80945 +1330,A277M,0.001666277,0.9860229,26/08/2020,-7.44974E+17,0.000587757,2,898.8677 +1331,A277N,0.002737688,1.1232345,26/08/2020,-7.44974E+17,0.000662985,1,801.3129 +1332,A277P,0.002626756,1.0442872,26/08/2020,-7.44974E+17,0.000508751,1,792.0721 +1333,A277Q,0.002383697,0.96715456,26/08/2020,-7.44974E+17,0.000427721,1,784.4854 +1334,A277R,0.001258903,0.98515874,26/08/2020,-7.44974E+17,0.000570479,3,1073.7382 +1335,A277R; V281I,0.002445292,0.9441482,26/08/2020,-7.44974E+17,0.000365509,1,795.5745 +1336,A277S,0.015755711,4.2694516,26/08/2020,-7.44974E+17,0.014549651,3,291.93533 +1337,A277T,0.00280455,1.8046913,26/08/2020,-7.44974E+17,0.001720426,2,854.1493 +1338,A277W,0.001322667,0.95391935,26/08/2020,-7.44974E+17,0.000556217,3,1026.3574 +1339,A277Y,0.001584302,0.93314403,26/08/2020,-7.44974E+17,0.000431975,2,943.5845 +1340,A277Y; V281F,0.002384417,1.0028675,26/08/2020,-7.44974E+17,0.000510112,1,798.881 +1341,A280D,0.002823868,1.2247217,26/08/2020,-7.44974E+17,0.000762952,1,772.8184 +1342,A280E,0.004907472,2.6582322,26/08/2020,-7.44974E+17,0.00374,2,660.8781 +1343,A280F,0.003141442,1.9607439,26/08/2020,-7.44974E+17,0.001968175,2,796.8726 +1344,A280G,0.03672614,6.8929,26/08/2020,-7.44974E+17,0.035165057,3,190.91124 +1345,A280M,0.060179725,4.7532344,26/08/2020,-7.44974E+17,0.058146423,1,91.74878 +1346,A280N,0.022699136,5.007381,26/08/2020,-7.44974E+17,0.021412817,2,238.3131 +1347,A280P,0.003434806,1.444782,26/08/2020,-7.44974E+17,0.001146541,1,732.1056 +1348,A280R,0.018676696,4.140529,26/08/2020,-7.44974E+17,0.017419155,2,247.16234 +1349,A280S,0.04249099,4.7107115,26/08/2020,-7.44974E+17,0.039655305,1,131.51208 +1350,A280Y,0.005874557,2.8285866,26/08/2020,-7.44974E+17,0.004624554,2,581.42786 +1351,A282C,0.056094196,7.2106266,26/08/2020,-7.44974E+17,0.055090001,3,127.58059 +1352,A282D,0.10058744,4.1988373,26/08/2020,-7.44974E+17,0.099391238,3,40.28019 +1353,A282F,0.073671274,7.21631,26/08/2020,-7.44974E+17,0.07435717,4,94.20722 +1354,A282G,0.093480654,5.4738126,26/08/2020,-7.44974E+17,0.093446482,2,58.338955 +1355,A282I,0.09806187,4.8250303,26/08/2020,-7.44974E+17,0.095672286,5,46.255535 +1356,A282L,0.085229136,5.1314898,26/08/2020,-7.44974E+17,0.081595572,1,65.29226 +1357,A282M,0.07306086,6.920224,26/08/2020,-7.44974E+17,0.07323407,3,92.580925 +1358,A282N,0.10132223,4.025695,26/08/2020,-7.44974E+17,0.101510505,2,40.24784 +1359,A282P,0.00288691,1.8102611,26/08/2020,-7.44974E+17,0.001749376,2,820.44794 +1360,A282R,0.08481466,5.097904,26/08/2020,-7.44974E+17,0.081692891,1,66.07913 +1361,A282S,0.14695889,4.3487473,26/08/2020,-7.44974E+17,0.148627039,2,27.954855 +1362,A282T,0.07757406,9.338283,26/08/2020,-7.44974E+17,0.077170202,7,112.95148 +1363,A282V,0.06623556,4.870909,26/08/2020,-7.44974E+17,0.064708726,1,83.27833 +1364,A282W,0.09798848,5.043687,26/08/2020,-7.44974E+17,0.098421248,1,55.58206 +1365,A282Y,0.052360974,5.8082204,26/08/2020,-7.44974E+17,0.053426766,2,115.14237 +1366,A28D,0.002051248,0.7029681,26/08/2020,-7.44974E+17,0.000183798,1,811.279 +1367,A28E,0.000868532,1.3185571,26/08/2020,-7.44974E+17,0.000546182,7,1715.2814 +1368,A28E; A48T; S61T,0.002375118,0.8651348,26/08/2020,-7.44974E+17,0.00032888,1,753.6708 +1369,A28E; C75W; S160P; A280T,0.002780755,1.1839734,26/08/2020,-7.44974E+17,0.000692536,1,812.3557 +1370,A28E; E84D; N190K; S220T,0.002820888,1.1689318,26/08/2020,-7.44974E+17,0.000630086,1,765.0374 +1371,A28E; F166L; V175L; F297I,0.00379536,1.5925497,26/08/2020,-7.44974E+17,0.001500696,1,696.4521 +1372,A28E; G87A; P171T; S220T,0.003012103,1.2466192,26/08/2020,-7.44974E+17,0.000800193,1,769.4739 +1373,A28E; S220T,0.002587397,1.1034548,26/08/2020,-7.44974E+17,0.000655907,1,764.3794 +1374,A28E; S220T; L253P,0.002975963,1.3030607,26/08/2020,-7.44974E+17,0.000928931,1,775.46875 +1375,A28E; S220T; M291K,0.004406584,1.8554335,26/08/2020,-7.44974E+17,0.002033126,1,672.4763 +1376,A28E; S220T; V276A; H285L,0.003616241,1.579172,26/08/2020,-7.44974E+17,0.001460274,1,706.4359 +1377,A28E; S61P; P70H; A127D; S220T,0.003170194,1.3283472,26/08/2020,-7.44974E+17,0.000877667,1,745.0636 +1378,A28E; Y83N; S160L; K298N,0.003518707,1.5718704,26/08/2020,-7.44974E+17,0.001480663,1,728.8185 +1379,A28G; R43C; Y177N; E208G; A280V,0.002676426,1.1318736,26/08/2020,-7.44974E+17,0.000708192,1,737.7082 +1380,A28H,0.001002514,0.95906556,26/08/2020,-7.44974E+17,0.000421081,4,1229.8019 +1381,A28I,0.00174785,1.020158,26/08/2020,-7.44974E+17,0.000607801,2,889.88574 +1382,A28L,0.002019515,1.099875,26/08/2020,-7.44974E+17,0.000855846,2,832.27 +1383,A28M,0.001756657,0.9857026,26/08/2020,-7.44974E+17,0.000541209,2,894.2936 +1384,A28N,0.00192411,1.1701286,26/08/2020,-7.44974E+17,0.000891896,2,903.211 +1385,A28P,0.002103743,1.218848,26/08/2020,-7.44974E+17,0.00084884,2,831.0416 +1386,A28P; A53T; S220T,0.003901903,1.635036,26/08/2020,-7.44974E+17,0.00150291,1,704.3193 +1387,A28P; L58R; E153D; S220T,0.002885339,1.1187409,26/08/2020,-7.44974E+17,0.000591977,1,795.4666 +1388,A28P; N78K; M129I; S220T; E262G; E275G,0.00452259,1.9207549,26/08/2020,-7.44974E+17,0.002099022,1,687.8458 +1389,A28Q,0.001461873,0.82439816,26/08/2020,-7.44974E+17,0.000354826,2,953.549 +1390,A28R,0.001297076,1.0152327,26/08/2020,-7.44974E+17,0.000473735,3,1073.8685 +1391,A28S; A48S; S220T; L227Q,0.002949604,1.2703367,26/08/2020,-7.44974E+17,0.000914189,1,751.2024 +1392,A28S; A60P; T196M; P224H,0.009360219,2.9684322,26/08/2020,-7.44974E+17,0.006568973,1,451.05472 +1393,A28S; D139V; S220T; D287V,0.003077664,1.3181605,26/08/2020,-7.44974E+17,0.000928322,1,736.84924 +1394,A28S; E29Q,0.024500145,4.1642547,26/08/2020,-7.44974E+17,0.021827778,1,213.17763 +1395,A28S; F217I; S220T; H230Y; P240S,0.01498895,3.682873,26/08/2020,-7.44974E+17,0.012744363,1,312.8178 +1396,A28S; G162V,0.001947537,0.6635001,26/08/2020,-7.44974E+17,0.000128089,1,742.65967 +1397,A28S; L119F; M129L; L173P; S220T; D233V,0.00429779,1.8748232,26/08/2020,-7.44974E+17,0.002169915,1,677.666 +1398,A28S; L143S; S220T; A252S; V265I; M273I; V281A,0.003898251,1.6914732,26/08/2020,-7.44974E+17,0.001700628,1,679.8913 +1399,A28S; R122C; S220T; N238D; E262D; G284C,0.003036907,1.2784569,26/08/2020,-7.44974E+17,0.000915511,1,772.19006 +1400,A28S; S267P,0.002095286,0.7578959,26/08/2020,-7.44974E+17,0.00024803,1,760.62366 +1401,A28T,0.017988753,4.7248926,26/08/2020,-7.44974E+17,0.016664463,2,288.82278 +1402,A28T; A33E; D147E; G191R; S205G; A223G,0.00623734,2.4459429,26/08/2020,-7.44974E+17,0.003952887,1,556.8584 +1403,A28T; E208V; F217L; S220T,0.002507359,1.0263122,26/08/2020,-7.44974E+17,0.000524204,1,816.0844 +1404,A28T; F86S; E208V,0.002549226,1.0902399,26/08/2020,-7.44974E+17,0.000599753,1,778.9678 +1405,A28T; G104S; Y177N; T207S; L227Q,0.001502163,0.86829317,26/08/2020,-7.44974E+17,0.000431391,2,933.5038 +1406,A28T; H36L; S57T; V130E; Y177N; S220T,0.003940833,1.6928549,26/08/2020,-7.44974E+17,0.001702512,1,707.6947 +1407,A28T; L143M,0.004569334,1.9326457,26/08/2020,-7.44974E+17,0.002403494,1,656.4877 +1408,A28T; L167H; F217L; S220T,0.002921324,1.2077714,26/08/2020,-7.44974E+17,0.000748196,1,777.9147 +1409,A28T; M185T,0.00399425,1.6347338,26/08/2020,-7.44974E+17,0.001492686,1,695.16766 +1410,A28T; R148P; S220T; H230Y,0.19836944,5.2542434,26/08/2020,-7.44974E+17,0.207670337,1,24.372547 +1411,A28T; S220T,0.09754204,5.6284103,26/08/2020,-7.44974E+17,0.094647743,2,57.18427 +1412,A28T; S220T; A260T; A296G,0.006350548,2.4412634,26/08/2020,-7.44974E+17,0.003798953,1,566.52496 +1413,A28T; S69P; G87A,0.004195129,1.766506,26/08/2020,-7.44974E+17,0.001752989,1,691.01495 +1414,A28T; T188P; S220T; L222P,0.003738334,1.6566591,26/08/2020,-7.44974E+17,0.001604946,1,710.70844 +1415,A28T; V52A; G215C; S220T; P240Q; T245K; A260P,0.002953382,1.2903808,26/08/2020,-7.44974E+17,0.000909832,1,770.7205 +1416,A28V,0.021055732,3.8465898,26/08/2020,-7.44974E+17,0.020728026,4,191.62341 +1417,A28V; G35D; M129V; D170G; S220T,0.003155502,1.3200119,26/08/2020,-7.44974E+17,0.000953294,1,782.57965 +1418,A28V; H154Q; S220T; L243Q; E268V; K298E,0.003079917,1.3549125,26/08/2020,-7.44974E+17,0.000972108,1,739.56323 +1419,A28V; K34E,0.002807974,1.2382203,26/08/2020,-7.44974E+17,0.000832757,1,784.85077 +1420,A28V; L189F; S220T,0.012746754,3.4443142,26/08/2020,-7.44974E+17,0.01061242,1,347.9548 +1421,A28V; L76H; D118E; S220T; H230Y,0.004076796,1.7452716,26/08/2020,-7.44974E+17,0.001843925,1,685.6335 +1422,A28V; M82L; D95N,0.004210735,1.7403374,26/08/2020,-7.44974E+17,0.001864682,1,674.07916 +1423,A28V; P106L; S220T; V281F,0.002344377,0.9635538,26/08/2020,-7.44974E+17,0.000471603,1,798.0342 +1424,A28V; Q107R; L176F; S220T,0.004284342,1.8700143,26/08/2020,-7.44974E+17,0.002103088,1,680.736 +1425,A28V; R47H; P131S; D163G; F209L; S220T,0.003464454,1.4799135,26/08/2020,-7.44974E+17,0.001310389,1,715.0521 +1426,A28V; R47S; D125E; Y294F,0.006051095,2.4190187,26/08/2020,-7.44974E+17,0.003909292,1,577.0062 +1427,A28V; S220T; T245I,0.003069628,1.2721654,26/08/2020,-7.44974E+17,0.000866794,1,776.87067 +1428,A28V; S57T; R90P; E91V; V276A,0.00316005,1.3141038,26/08/2020,-7.44974E+17,0.000964996,1,771.691 +1429,A28Y,0.001392057,1.0523766,26/08/2020,-7.44974E+17,0.00060573,3,1029.2379 +1430,A296D,0.006998104,1.3634682,26/08/2020,-7.44974E+17,0.006468598,4,232.77026 +1431,A296F,0.17694719,5.1348515,26/08/2020,-7.44974E+17,0.177241574,3,25.271904 +1432,A296G,0.019099861,4.7105227,26/08/2020,-7.44974E+17,0.017961326,2,273.25787 +1433,A296H,0.046383366,4.6901646,26/08/2020,-7.44974E+17,0.0446836,2,107.366554 +1434,A296I,0.7117041,7.277574,26/08/2020,-7.44974E+17,0.731655079,7,2.8475044 +1435,A296K,0.017362617,4.8458834,26/08/2020,-7.44974E+17,0.015728353,2,309.28665 +1436,A296L,0.19985577,5.462054,26/08/2020,-7.44974E+17,0.20363262,1,25.051174 +1437,A296M,0.08513445,0.53698343,26/08/2020,-7.44974E+17,0.105097437,2,9.263293 +1438,A296N,0.0351896,8.703072,26/08/2020,-7.44974E+17,0.034215394,5,244.67705 +1439,A296Q,0.18719494,5.3623986,26/08/2020,-7.44974E+17,0.192456047,1,26.996252 +1440,A296R,0.006834673,1.6489787,26/08/2020,-7.44974E+17,0.005990448,3,299.66068 +1441,A296S,0.0766914,5.955385,26/08/2020,-7.44974E+17,0.075715151,2,77.93682 +1442,A296T,0.23205672,6.047093,26/08/2020,-7.44974E+17,0.23868941,2,21.37815 +1443,A296T; A303K; S304F,0.58883554,2.491596,26/08/2020,-7.44974E+17,0.59133804,10,1.7092015 +1444,A296T; A303K; S304I,0.42058465,0.7424452,26/08/2020,-7.44974E+17,0.480186153,12,1.0483072 +1445,A296T; A303K; S304K,0.44653955,0.7254843,26/08/2020,-7.44974E+17,0.512094453,12,0.9096849 +1446,A296T; A303K; S304L,0.31328297,0.39874727,26/08/2020,-7.44974E+17,0.339913669,14,0.92133087 +1447,A296T; A303K; S304P,0.6070055,3.0535598,26/08/2020,-7.44974E+17,0.611669386,10,1.9460661 +1448,A296T; A303N; S304L,0.44783103,1.5686538,26/08/2020,-7.44974E+17,0.469119566,4,1.9895468 +1449,A296T; A303P; S304I,0.50688696,2.8836496,26/08/2020,-7.44974E+17,0.533867562,2,2.8179686 +1450,A296T; A303P; S304L,0.33750612,0.46645346,26/08/2020,-7.44974E+17,0.377392196,14,0.95297396 +1451,A296T; A303T; S304I,0.50996625,2.599522,26/08/2020,-7.44974E+17,0.525696673,4,2.4867659 +1452,A296T; A303T; S304L,0.5074252,1.7609122,26/08/2020,-7.44974E+17,0.509114107,10,1.7066888 +1453,A296T; P302H; A303K,0.5245159,1.77549,26/08/2020,-7.44974E+17,0.530445039,10,1.6006182 +1454,A296T; P302K; A303I,0.5073547,1.9563849,26/08/2020,-7.44974E+17,0.521940021,4,1.8896164 +1455,A296T; P302K; A303K,0.55587465,1.9731568,26/08/2020,-7.44974E+17,0.572907815,6,1.5485343 +1456,A296T; P302K; A303N,0.51173085,1.3766717,26/08/2020,-7.44974E+17,0.519756122,10,1.3080968 +1457,A296T; P302K; A303P,0.50173604,2.4763007,26/08/2020,-7.44974E+17,0.533518007,2,2.4776566 +1458,A296T; P302K; A303R,0.5506906,1.7267009,26/08/2020,-7.44974E+17,0.555307867,10,1.3937376 +1459,A296T; P302K; S304C,0.3430518,0.45938325,26/08/2020,-7.44974E+17,0.388501374,14,0.9201639 +1460,A296T; P302R; A303K,0.5618386,1.9753526,26/08/2020,-7.44974E+17,0.565660141,10,1.5230567 +1461,A296T; P302R; A303P,0.50397307,1.759057,26/08/2020,-7.44974E+17,0.516007828,6,1.725455 +1462,A296T; P302R; A303R,0.3850209,0.6298132,26/08/2020,-7.44974E+17,0.431413292,12,1.0436872 +1463,A296T; P302R; A303T,0.50463754,1.5092009,26/08/2020,-7.44974E+17,0.512656288,10,1.482477 +1464,A296T; P302R; S304C,0.5031868,1.5634183,26/08/2020,-7.44974E+17,0.505198017,10,1.5413847 +1465,A296T; P302R; S304G,0.33689198,0.43834248,26/08/2020,-7.44974E+17,0.359620072,14,0.90641874 +1466,A296V,0.24845976,0.84585375,26/08/2020,-7.44974E+17,0.29141226,5,2.8891587 +1467,A296W,0.030597704,4.3032036,26/08/2020,-7.44974E+17,0.028681248,1,172.90616 +1468,A296Y,0.15234254,5.2224407,26/08/2020,-7.44974E+17,0.159631465,1,33.86404 +1469,A303C,0.1250322,6.002555,26/08/2020,-7.44974E+17,0.126934923,3,44.42062 +1470,A303E,0.12421568,5.1968226,26/08/2020,-7.44974E+17,0.124229619,2,40.203934 +1471,A303F,0.08166504,5.558029,26/08/2020,-7.44974E+17,0.081635706,2,68.70721 +1472,A303G,0.1989406,6.51377,26/08/2020,-7.44974E+17,0.202422858,2,28.008833 +1473,A303H,0.21820518,5.3057384,26/08/2020,-7.44974E+17,0.229341982,1,21.391203 +1474,A303I,0.17046289,4.5381007,26/08/2020,-7.44974E+17,0.173724314,3,23.639046 +1475,A303K,0.2754852,4.697938,26/08/2020,-7.44974E+17,0.279429702,4,12.795067 +1476,A303L,0.07240906,6.787959,26/08/2020,-7.44974E+17,0.073932681,3,91.24361 +1477,A303M,0.12641357,5.4032335,26/08/2020,-7.44974E+17,0.131448843,3,39.478382 +1478,A303N,0.18273453,5.9445086,26/08/2020,-7.44974E+17,0.187124097,2,28.5096 +1479,A303P,0.27249444,4.270728,26/08/2020,-7.44974E+17,0.279139285,3,12.064712 +1480,A303Q,0.19815814,6.549346,26/08/2020,-7.44974E+17,0.203998122,2,28.221498 +1481,A303R,0.22540076,8.380183,26/08/2020,-7.44974E+17,0.227382778,4,29.537626 +1482,A303S,0.15646145,3.3531804,26/08/2020,-7.44974E+17,0.160147268,2,20.578579 +1483,A303T,0.18703292,7.4983654,26/08/2020,-7.44974E+17,0.187311327,4,33.673462 +1484,A303V,0.32588974,3.11395,26/08/2020,-7.44974E+17,0.34407445,2,6.9664345 +1485,A303W,0.118521236,4.863989,26/08/2020,-7.44974E+17,0.119305099,2,39.79121 +1486,A303Y,0.12610264,5.0463595,26/08/2020,-7.44974E+17,0.12843054,1,41.547127 +1487,A33D,0.07674249,5.0556793,26/08/2020,-7.44974E+17,0.073971116,1,73.73398 +1488,A33E,0.23007011,3.5927162,26/08/2020,-7.44974E+17,0.237202642,3,12.863878 +1489,A33E; A53D; L222P,0.020456776,4.032742,26/08/2020,-7.44974E+17,0.01805904,1,242.98468 +1490,A33E; E84D,0.07903445,0.60568357,26/08/2020,-7.44974E+17,0.067209421,10,8.277533 +1491,A33E; L101Q; L134Q,0.002370274,0.8698758,26/08/2020,-7.44974E+17,0.000307335,1,784.8576 +1492,A33E; N251S,0.25003517,4.3637853,26/08/2020,-7.44974E+17,0.256951881,2,14.115809 +1493,A33E; P106L; W115S; R137S; T188I; H255L; A260T,0.005256291,2.1890793,26/08/2020,-7.44974E+17,0.002978891,1,620.52875 +1494,A33E; R94H; W115R; R148H; R155H; S220T,0.002774193,1.2319907,26/08/2020,-7.44974E+17,0.000920834,1,774.6687 +1495,A33F,0.061306067,5.7086678,26/08/2020,-7.44974E+17,0.058484465,2,95.77721 +1496,A33G,0.081551276,5.6789722,26/08/2020,-7.44974E+17,0.080682378,5,66.43341 +1497,A33G; D233E; P240L,0.013518794,3.5301561,26/08/2020,-7.44974E+17,0.011031432,1,339.11795 +1498,A33H,0.087491766,5.8825803,26/08/2020,-7.44974E+17,0.086068801,2,66.46143 +1499,A33I,0.02984728,4.336751,26/08/2020,-7.44974E+17,0.027501771,1,180.53842 +1500,A33K,0.44535032,2.090376,26/08/2020,-7.44974E+17,0.44404526,11,2.6241121 +1501,A33L,0.06530113,5.575224,26/08/2020,-7.44974E+17,0.06533361,2,86.98068 +1502,A33M,0.08029009,5.270401,26/08/2020,-7.44974E+17,0.081177145,3,64.5849 +1503,A33N,0.13752016,5.2543793,26/08/2020,-7.44974E+17,0.14180639,1,38.03215 +1504,A33P,0.001414178,1.3423457,26/08/2020,-7.44974E+17,0.000870029,4,1136.3363 +1505,A33P; T63S; L76P; A111E; T179I; E268A,0.003031333,1.1655066,26/08/2020,-7.44974E+17,0.000622278,1,782.17346 +1506,A33Q,0.22144231,2.7180686,26/08/2020,-7.44974E+17,0.218448572,4,10.289018 +1507,A33R,0.26344445,5.380517,26/08/2020,-7.44974E+17,0.284388779,1,16.959759 +1508,A33S; L51M; P132S; P171S; A174V; N251Y,0.003189886,1.3397175,26/08/2020,-7.44974E+17,0.000983793,1,744.34204 +1509,A33S; P131T; S220T; A257D; H285Y,0.02296149,4.089795,26/08/2020,-7.44974E+17,0.020589675,1,217.90994 +1510,A33S; P132L; R148H; P270Q,0.003577086,1.5518541,26/08/2020,-7.44974E+17,0.001385507,1,731.04144 +1511,A33S; P45S; A65V; D118E; G146D; L272P,0.003182997,1.3772001,26/08/2020,-7.44974E+17,0.000976846,1,747.8397 +1512,A33S; S225T,0.12896985,5.1615586,26/08/2020,-7.44974E+17,0.130832298,1,41.074814 +1513,A33S; S49C; A228P,0.07094567,4.946541,26/08/2020,-7.44974E+17,0.068336764,1,79.43017 +1514,A33T,0.0876022,4.5020947,26/08/2020,-7.44974E+17,0.086317472,4,49.526318 +1515,A33T; A127D; A159T; N190S; S220T,0.003251757,1.4005977,26/08/2020,-7.44974E+17,0.000979968,1,767.05505 +1516,A33T; A48T; G191A; M273L,0.001938351,0.712709,26/08/2020,-7.44974E+17,0.000185423,1,791.4651 +1517,A33T; A53D; Q107L; R110H; R148P; S220T,0.08351027,4.808961,26/08/2020,-7.44974E+17,0.085132541,1,64.6089 +1518,A33T; G104S; A156V; S220T; N238Y,0.002943237,1.2831731,26/08/2020,-7.44974E+17,0.000921526,1,765.74976 +1519,A33T; L98Q; S220T,0.003461002,1.4649227,26/08/2020,-7.44974E+17,0.001275182,1,698.6832 +1520,A33T; N100D; Q283L,0.004747239,2.0379167,26/08/2020,-7.44974E+17,0.002767848,1,639.37134 +1521,A33T; P131S; L143M; S220T; V276D; H285P,0.002465799,0.96676004,26/08/2020,-7.44974E+17,0.000462909,1,775.168 +1522,A33T; P240Q,0.04526091,4.690496,26/08/2020,-7.44974E+17,0.043756995,1,121.85137 +1523,V281K,0.035322152,4.5456467,26/08/2020,-7.44974E+17,0.033196494,1,153.76729 +1524,A33T; Q54H; D139E; S220T,0.49066368,5.7931457,26/08/2020,-7.44974E+17,0.55368634,1,5.987105 +1525,A33T; S220T,0.361366,3.6582913,26/08/2020,-7.44974E+17,0.382161367,2,6.774072 +1526,A33T; S69C; S220T; P224H,0.018298045,3.9077091,26/08/2020,-7.44974E+17,0.015809087,1,274.6583 +1527,A33T; V52M; S220T,0.6022681,5.761553,26/08/2020,-7.44974E+17,0.726618227,1,3.5327604 +1528,A33T; Y144N; S220T; G237C,0.002469449,0.9999249,26/08/2020,-7.44974E+17,0.000458459,1,770.767 +1529,A33V,0.026375828,4.181656,26/08/2020,-7.44974E+17,0.025345,1,191.2944 +1530,A33V; A60T; A68T; D125E; G237C; M273T,0.002784054,1.0439358,26/08/2020,-7.44974E+17,0.000521243,1,773.85175 +1531,A33V; A80T; A89G; L124H; K298M,0.002822279,1.1016783,26/08/2020,-7.44974E+17,0.000593322,1,761.2935 +1532,A33V; D64Y; A111V; G215S; A252G,0.001861589,0.62960756,26/08/2020,-7.44974E+17,0.000108425,1,790.587 +1533,A33V; G126C; S220T; L272P,0.002604437,1.0847507,26/08/2020,-7.44974E+17,0.000593002,1,777.7054 +1534,A33V; M291Y,0.038140975,4.6268115,26/08/2020,-7.44974E+17,0.035715212,1,146.16609 +1535,A33V; P37K,0.060450867,6.0449104,26/08/2020,-7.44974E+17,0.058291511,2,102.52436 +1536,A33V; P45H; S67N; P138L,0.005726398,2.2954164,26/08/2020,-7.44974E+17,0.003238156,1,602.25385 +1537,A33V; R148P; L182M; G203S; S220T; H230Y; N238K,0.11605773,5.288013,26/08/2020,-7.44974E+17,0.111854949,1,48.464825 +1538,A33V; S145P; V204E; P270L,0.003878278,1.6587284,26/08/2020,-7.44974E+17,0.001488354,1,726.60767 +1539,A33V; S220T; H230Q,0.41166264,5.5669284,26/08/2020,-7.44974E+17,0.459206931,1,8.469025 +1540,A33V; S220T; H230Y,0.54943895,5.2702947,26/08/2020,-7.44974E+17,0.549390289,12,4.3002048 +1541,A33V; W41C; T157S; S220T; F297L,0.00297935,1.2746205,26/08/2020,-7.44974E+17,0.00088816,1,782.9485 +1542,A33Y,0.061736,4.7240243,26/08/2020,-7.44974E+17,0.060042606,1,87.262505 +1543,A48D,0.002945425,2.2128265,26/08/2020,-7.44974E+17,0.002175221,3,882.1988 +1544,A48E; L76I; T188I; S220T; P240Q; M273V,0.00329692,1.3890884,26/08/2020,-7.44974E+17,0.001083719,1,759.5357 +1545,A48E; Y123H; N289I,0.003359743,1.4033436,26/08/2020,-7.44974E+17,0.001098328,1,761.66486 +1546,A48F,0.015338504,5.0944595,26/08/2020,-7.44974E+17,0.014354593,3,353.63937 +1547,A48G,0.07723286,5.777521,26/08/2020,-7.44974E+17,0.072932225,2,75.686424 +1548,A48H,0.008342135,3.5203445,26/08/2020,-7.44974E+17,0.007568883,3,463.5056 +1549,A48I,0.011096143,3.316226,26/08/2020,-7.44974E+17,0.008828233,1,398.62494 +1550,A48K,0.005166601,3.3404877,26/08/2020,-7.44974E+17,0.004286675,3,717.9141 +1551,A48L,0.009171352,3.0270097,26/08/2020,-7.44974E+17,0.006823897,1,457.2139 +1552,A48M,0.024912452,1.1123354,26/08/2020,-7.44974E+17,0.023616311,4,54.822174 +1553,A48N,0.003832958,3.172155,26/08/2020,-7.44974E+17,0.003211545,4,899.72327 +1554,A48P,0.002294735,1.8841506,26/08/2020,-7.44974E+17,0.001536974,3,984.0062 +1555,A48P; M82I; L101Q; A202T; S220T; S301N,0.002709963,1.0702633,26/08/2020,-7.44974E+17,0.000598227,1,777.7002 +1556,A48P; R148H; S220T; A277T,0.003146004,1.336437,26/08/2020,-7.44974E+17,0.000930374,1,733.67847 +1557,A48Q,0.006041324,1.9732697,26/08/2020,-7.44974E+17,0.005700912,8,350.73074 +1558,A48R,0.004667688,3.0385892,26/08/2020,-7.44974E+17,0.003765596,3,734.419 +1559,A48S,0.092656955,0.7236546,26/08/2020,-7.44974E+17,0.094023918,3,9.691509 +1560,A48S; L58H; I62F; A149V,0.003550542,1.5107701,26/08/2020,-7.44974E+17,0.001305836,1,731.77185 +1561,A48S; R148P; S220T; H230Y; E275Q; G286V; N289S,0.005880009,2.3605413,26/08/2020,-7.44974E+17,0.003982823,1,578.8388 +1562,A48S; V232P,0.08206913,4.998626,26/08/2020,-7.44974E+17,0.078930399,1,67.360916 +1563,A48T,0.028234761,4.282465,26/08/2020,-7.44974E+17,0.025951359,1,185.56914 +1564,A48T; A195D; G203D; S220A,0.004469693,1.9462829,26/08/2020,-7.44974E+17,0.002223662,1,668.27014 +1565,A48T; D64N; R148P; S220T; H230Y,0.004928235,1.9622982,26/08/2020,-7.44974E+17,0.002824907,1,610.55096 +1566,A48T; L98M; S114L; D152N; D163V; S220T; E261G; Y290C,0.002910791,1.1553305,26/08/2020,-7.44974E+17,0.000642681,1,777.8591 +1567,A48T; P240Q; A280T; Q299R,0.003533702,1.4865606,26/08/2020,-7.44974E+17,0.001167761,1,728.1774 +1568,A48V,0.009940342,1.2482867,26/08/2020,-7.44974E+17,0.009365476,5,147.68149 +1569,A48V; A111T; S145A; L198P; V221E; A229V,0.002724898,1.0886632,26/08/2020,-7.44974E+17,0.00057078,1,765.5072 +1570,A48V; E84V; W115R; A257P,0.002089969,0.7436559,26/08/2020,-7.44974E+17,0.000179009,1,779.0431 +1571,A48V; F217I; L272V,0.002075066,0.76522,26/08/2020,-7.44974E+17,0.000219605,1,761.77783 +1572,A48V; L101Q; S220T,0.003106432,1.271135,26/08/2020,-7.44974E+17,0.000852069,1,749.3991 +1573,A48V; S220T,0.21454087,5.292455,26/08/2020,-7.44974E+17,0.228995064,1,22.241339 +1574,A48V; S220T; Y294H,0.007074245,2.6061814,26/08/2020,-7.44974E+17,0.004458487,1,531.91644 +1575,A48V; T81S; D95Y; N178I; S220T,0.004222497,1.8428537,26/08/2020,-7.44974E+17,0.002144088,1,681.42847 +1576,A48V; V99A; A112V; G120S; F142C; L214F; N251S; M273L,0.002535261,1.0047804,26/08/2020,-7.44974E+17,0.000486967,1,752.13586 +1577,A48W,0.005570691,3.125834,26/08/2020,-7.44974E+17,0.005212278,5,598.4748 +1578,A48Y,0.021215996,1.3952392,26/08/2020,-7.44974E+17,0.020058219,3,81.736206 +1579,A53C,0.09751648,4.510702,26/08/2020,-7.44974E+17,0.097707008,4,44.06066 +1580,A53D,0.27840012,5.4054165,26/08/2020,-7.44974E+17,0.298966817,1,15.592308 +1581,A53D; A169E; S220T,0.5263525,5.7045145,26/08/2020,-7.44974E+17,0.610962168,1,5.0572286 +1582,A53D; G203C; S220T; E261V,0.061802648,4.7741914,26/08/2020,-7.44974E+17,0.061161608,1,89.73958 +1583,A53D; H183R; Y192C; S220T; S226P; Y239H,0.006069646,2.3703132,26/08/2020,-7.44974E+17,0.003664073,1,568.2672 +1584,A53D; R110C; S220T; L253P,0.00309004,1.4162335,26/08/2020,-7.44974E+17,0.001158797,1,744.5462 +1585,A53D; S220T,0.5431816,5.532301,26/08/2020,-7.44974E+17,0.664969895,1,4.49962 +1586,A53D; T81S; P240Q; L253P,0.029331133,4.2822328,26/08/2020,-7.44974E+17,0.027275888,1,180.27553 +1587,A53E,0.14475003,5.1678524,26/08/2020,-7.44974E+17,0.144993274,5,31.500328 +1588,A53F,0.04812515,4.4939027,26/08/2020,-7.44974E+17,0.047241272,3,96.4322 +1589,A53G,0.04799303,5.313353,26/08/2020,-7.44974E+17,0.04748263,2,116.14665 +1590,A53G; A92P; L124H; M185T; A223V,0.002873066,1.2463771,26/08/2020,-7.44974E+17,0.000727096,1,785.6484 +1591,A53G; D95E; Y186D; E208G; S220T,0.003962449,1.7303065,26/08/2020,-7.44974E+17,0.001773308,1,688.44055 +1592,A53G; G203C,0.019794932,4.0143104,26/08/2020,-7.44974E+17,0.016774674,1,256.75095 +1593,A53H,0.071073994,5.589651,26/08/2020,-7.44974E+17,0.070637579,2,80.473274 +1594,A53H; G87C,0.048131406,5.4155483,26/08/2020,-7.44974E+17,0.046987854,2,117.43206 +1595,A53P; D95E; Q107R; F217Y; S220T,0.020186555,4.000886,26/08/2020,-7.44974E+17,0.018147875,1,246.94102 +1596,A53P; R148P; S220T; H230Y,0.69031847,6.082205,26/08/2020,-7.44974E+17,0.819030437,1,2.3022273 +1597,A53P; V109E; L176F; S220T; V293L,0.002825774,1.1597922,26/08/2020,-7.44974E+17,0.00061674,1,773.2499 +1598,A53Q,0.10435198,5.764282,26/08/2020,-7.44974E+17,0.104379351,2,53.812008 +1599,A53R,0.12653215,5.198741,26/08/2020,-7.44974E+17,0.128594286,1,42.427834 +1600,A53S,0.143015,0.49092823,26/08/2020,-7.44974E+17,0.106431141,10,3.3918533 +1601,A53S; A149E; A218L,0.75081486,8.8094225,26/08/2020,-7.44974E+17,0.761130558,23,2.892417 +1602,A53S; A156N; Y177W,0.50466055,3.189573,26/08/2020,-7.44974E+17,0.523966046,9,3.1305354 +1603,A53S; A156T,0.44348425,5.356215,26/08/2020,-7.44974E+17,0.449098236,29,6.7306304 +1604,A53S; A156T; A228V,0.22162758,6.695437,26/08/2020,-7.44974E+17,0.222063889,19,23.665928 +1605,A53S; A156T; A259T,0.70455056,12.011571,26/08/2020,-7.44974E+17,0.715475596,14,4.990469 +1606,A53S; A156T; L189M,0.32168034,4.8812776,26/08/2020,-7.44974E+17,0.32017331,10,10.423072 +1607,A53S; A156T; N289S,0.38292933,4.401005,26/08/2020,-7.44974E+17,0.385847021,22,7.121419 +1608,A53S; A156T; S160D,0.5591955,6.7612805,26/08/2020,-7.44974E+17,0.567827967,13,5.3113937 +1609,A53S; A156T; T242A,0.3270585,3.6569698,26/08/2020,-7.44974E+17,0.32635129,17,7.59697 +1610,A53S; A156T; V175K,0.7061801,8.77944,26/08/2020,-7.44974E+17,0.717930256,17,3.6167312 +1611,A53S; A156T; Y177W,0.5134211,3.7422733,26/08/2020,-7.44974E+17,0.523658083,6,3.5530462 +1612,A53S; A218L,0.7805346,10.9216585,26/08/2020,-7.44974E+17,0.790601228,23,3.0352323 +1613,A53S; A218L; A228V,0.7106934,7.833372,26/08/2020,-7.44974E+17,0.718436496,27,3.1607985 +1614,A53S; A218L; T242A,0.7606386,11.442327,26/08/2020,-7.44974E+17,0.779688748,11,3.5354924 +1615,A53S; A218M; T242A,0.612167,5.5242805,26/08/2020,-7.44974E+17,0.628189899,8,3.4541435 +1616,A53S; A80T; A156T,0.43993104,3.5552871,26/08/2020,-7.44974E+17,0.44340475,10,4.565717 +1617,A53S; A80T; T242A,0.42200443,3.5528908,26/08/2020,-7.44974E+17,0.421267535,31,4.8790307 +1618,A53S; A80T; Y177W,0.6118365,3.8373055,26/08/2020,-7.44974E+17,0.628701089,13,2.4108171 +1619,A53S; E91D; A156T,0.41650686,6.022988,26/08/2020,-7.44974E+17,0.420705404,19,8.463531 +1620,A53S; E91D; A228V,0.20973855,3.0041392,26/08/2020,-7.44974E+17,0.204043113,11,11.6135025 +1621,A53S; E91V; A156T,0.29972148,3.7302694,26/08/2020,-7.44974E+17,0.30107126,26,8.769783 +1622,A53S; E91V; S160D,0.5291331,8.9958105,26/08/2020,-7.44974E+17,0.54078358,8,7.981025 +1623,A53S; L189M; A218L,0.7801347,12.798457,26/08/2020,-7.44974E+17,0.790277356,18,3.5608582 +1624,A53S; L189M; A218M,0.44429025,6.7904873,26/08/2020,-7.44974E+17,0.448659143,10,8.516321 +1625,A53S; L189M; A228V,0.23828287,4.23531,26/08/2020,-7.44974E+17,0.237694292,16,13.696728 +1626,A53S; L58H; R155H,0.076301426,0.45929706,26/08/2020,-7.44974E+17,0.067065823,10,6.715449 +1627,A53S; M129L; A259T,0.70236087,10.270969,26/08/2020,-7.44974E+17,0.714833536,14,4.307364 +1628,A53S; M129L; V175K,0.6471277,7.6580763,26/08/2020,-7.44974E+17,0.655950895,16,4.1379275 +1629,A53S; R148P; S220T; H230Y,0.004191152,1.8103027,26/08/2020,-7.44974E+17,0.00195046,1,682.6347 +1630,A53S; S160D; A218L,0.83021957,23.8713,26/08/2020,-7.44974E+17,0.842488298,19,4.8409486 +1631,A53S; S160D; A218M,0.73854095,14.175899,26/08/2020,-7.44974E+17,0.744573525,32,4.9958773 +1632,A53S; S160D; A228V,0.43075067,5.326054,26/08/2020,-7.44974E+17,0.43554041,11,7.056646 +1633,A53S; S160D; L189M,0.4896702,5.1732554,26/08/2020,-7.44974E+17,0.495074786,17,5.400293 +1634,A53S; S160D; Y177W,0.72210205,10.9702635,26/08/2020,-7.44974E+17,0.72776855,25,4.19479 +1635,A53S; S220T,0.44901803,5.608213,26/08/2020,-7.44974E+17,0.509034958,1,7.119747 +1636,A53S; V175K; A259T,0.83332646,25.42249,26/08/2020,-7.44974E+17,0.846566074,18,5.0276303 +1637,A53S; V175K; Y177W,0.7773068,9.325496,26/08/2020,-7.44974E+17,0.789813038,16,2.6232617 +1638,A53S; W216R; A218L,0.5372806,5.713152,26/08/2020,-7.44974E+17,0.544659454,13,4.9064956 +1639,A53S; Y177W; A228V,0.23714091,3.5317256,26/08/2020,-7.44974E+17,0.237113729,13,11.577197 +1640,A53S; Y177W; T242A,0.45965677,3.288228,26/08/2020,-7.44974E+17,0.465465217,18,3.878466 +1641,A53T,0.16796577,2.0110216,26/08/2020,-7.44974E+17,0.175615416,2,11.958042 +1642,A53T; A140V; V141I; A197T; F217L; Y290F,0.003035259,1.2878909,26/08/2020,-7.44974E+17,0.000890767,1,754.48584 +1643,A53T; A56V; F166L; S220T; M248K; Q299E,0.003302517,1.4560947,26/08/2020,-7.44974E+17,0.001256207,1,753.4531 +1644,A53T; A60V; A213V; S220T; N249S; V281D,0.002858528,1.1812376,26/08/2020,-7.44974E+17,0.000712961,1,794.7438 +1645,A53T; A60V; L93F; T207I,0.010361774,3.2053573,26/08/2020,-7.44974E+17,0.008024647,1,413.46555 +1646,A53T; A92T; S220T,0.59357584,5.9669867,26/08/2020,-7.44974E+17,0.693224965,1,3.8719668 +1647,A53T; D95Y; S220T,0.051081724,5.8521643,26/08/2020,-7.44974E+17,0.049178565,2,120.157265 +1648,A53T; L119H; A174S; V204A; W216G,0.003160214,1.3456329,26/08/2020,-7.44974E+17,0.001056654,1,727.1857 +1649,A53T; S220T; G286R,0.1567617,5.2186565,26/08/2020,-7.44974E+17,0.159650259,1,32.53504 +1650,A53T; S220T; H230Q; N238Y; M248V,0.004004306,1.7538846,26/08/2020,-7.44974E+17,0.001829913,1,699.6938 +1651,A53T; S61P; D235N,0.002378364,0.93087244,26/08/2020,-7.44974E+17,0.000393281,1,815.95465 +1652,A53T; T72I; F86Y; M129L,0.011249248,3.31717,26/08/2020,-7.44974E+17,0.00862399,1,390.35156 +1653,A53V; H154Y; H271Y; H285R,0.004195263,1.7850969,26/08/2020,-7.44974E+17,0.001953631,1,696.1677 +1654,A53V; L76I; I128V; P131S; T172A; K236N,0.003417242,1.5252728,26/08/2020,-7.44974E+17,0.001398884,1,716.62427 +1655,A53V; P132L; E208G; A228E,0.002881901,1.2297423,26/08/2020,-7.44974E+17,0.000761984,1,774.1678 +1656,A53V; R137C; S220T; D287V,0.05431681,4.818862,26/08/2020,-7.44974E+17,0.052540031,1,102.047516 +1657,A53V; S220T,0.6238142,5.843342,26/08/2020,-7.44974E+17,0.741684501,1,3.2169414 +1658,A53V; S220T; E268V,0.06500758,4.8701534,26/08/2020,-7.44974E+17,0.063812866,1,85.0123 +1659,A53V; S220T; H230Y; D287E,0.6324771,5.850294,26/08/2020,-7.44974E+17,0.762052038,1,3.0206506 +1660,A53V; S220T; R258H,0.49169487,5.7386413,26/08/2020,-7.44974E+17,0.560072019,1,6.015053 +1661,A53W,0.027426016,4.2660313,26/08/2020,-7.44974E+17,0.025699886,1,184.96606 +1662,A53Y,0.08554632,6.3515625,26/08/2020,-7.44974E+17,0.08553552,4,70.45042 +1663,A56C,0.2336409,5.222024,26/08/2020,-7.44974E+17,0.253272875,1,19.401728 +1664,A56D,0.002482677,0.9658013,26/08/2020,-7.44974E+17,0.000452591,1,773.75775 +1665,A56D; L158F; T245I,0.002528361,0.9436516,26/08/2020,-7.44974E+17,0.000365831,1,802.8614 +1666,A56D; L58F; N102K; S220T; N249Y; E254V; A277S,0.003573534,1.6136135,26/08/2020,-7.44974E+17,0.001441207,1,743.68555 +1667,A56D; N77I; V130M; F166Y; L189I; S225T; S226P; R247L,0.003761725,1.6247548,26/08/2020,-7.44974E+17,0.001621852,1,731.24335 +1668,A56D; N78T; S220T; A223T,0.002390202,0.96370304,26/08/2020,-7.44974E+17,0.000404604,1,807.03125 +1669,A56D; P164L; R165S; N178D; A218T,0.003336543,1.3719082,26/08/2020,-7.44974E+17,0.001064878,1,723.7536 +1670,A56D; R148P; S220T; H230Y,0.003366096,1.4195732,26/08/2020,-7.44974E+17,0.001187886,1,753.2356 +1671,A56D; S220T,0.005218173,1.6171182,26/08/2020,-7.44974E+17,0.004082466,2,420.3874 +1672,A56D; S220T; D233V,0.003286635,1.3459747,26/08/2020,-7.44974E+17,0.000933148,1,752.0459 +1673,A56D; T63S; R90C; E91V; H154Q; P164T; G168R; L214H; H266Q,0.003371801,1.367534,26/08/2020,-7.44974E+17,0.000936934,1,770.8897 +1674,A56E,0.001558088,1.673505,26/08/2020,-7.44974E+17,0.001057885,5,1231.4065 +1675,A56F,0.007817057,2.7789502,26/08/2020,-7.44974E+17,0.005450674,1,497.2408 +1676,A56H,0.003195388,1.487157,26/08/2020,-7.44974E+17,0.001803625,2,663.0377 +1677,A56K,0.001807785,1.5375851,26/08/2020,-7.44974E+17,0.001378237,5,978.627 +1678,A56L,0.008154103,3.3617876,26/08/2020,-7.44974E+17,0.006873581,2,481.44482 +1679,A56M,0.00771335,4.239397,26/08/2020,-7.44974E+17,0.006975684,3,592.5304 +1680,A56P,0.001958123,2.0321975,26/08/2020,-7.44974E+17,0.001492867,5,1158.3135 +1681,A56P; P133L; T172A; M185I; D211G; S220T,0.003924964,1.6458244,26/08/2020,-7.44974E+17,0.001697456,1,713.26416 +1682,A56P; S69Y; V109A,0.001950084,0.657385,26/08/2020,-7.44974E+17,0.000119859,1,763.32776 +1683,A56P; V97I; W115R; V130E,0.002297673,0.8917649,26/08/2020,-7.44974E+17,0.000319802,1,769.21704 +1684,A56Q,0.002278393,1.4135381,26/08/2020,-7.44974E+17,0.001094518,2,881.4133 +1685,A56R,0.004435376,1.8334019,26/08/2020,-7.44974E+17,0.002041923,1,647.6566 +1686,A56S,0.029950371,5.4775205,26/08/2020,-7.44974E+17,0.028290466,2,195.54425 +1687,A56S; G162R; N190I,0.010718709,3.2506268,26/08/2020,-7.44974E+17,0.007872032,1,406.82382 +1688,A56S; Q107K,0.025491986,5.2002234,26/08/2020,-7.44974E+17,0.024714955,2,220.37978 +1689,A56T; A65V; A68S; N251D,0.002948435,1.2528393,26/08/2020,-7.44974E+17,0.000842236,1,809.1526 +1690,A56T; A65V; S117P; S220T,0.002557583,1.0460395,26/08/2020,-7.44974E+17,0.000552429,1,786.5179 +1691,A56T; A68S; S220T; V250A,0.006166415,2.4302695,26/08/2020,-7.44974E+17,0.003882444,1,566.1499 +1692,A56T; G87S; S220T; L243Q; D287G,0.015001927,3.6902223,26/08/2020,-7.44974E+17,0.013306212,1,312.14716 +1693,A56T; L143M; A159G; P164S; A252T,0.002616573,1.090502,26/08/2020,-7.44974E+17,0.000577438,1,789.2104 +1694,A56T; L167H; N190Y; S220T,0.003215923,1.3239698,26/08/2020,-7.44974E+17,0.000936138,1,746.5661 +1695,A56T; M184R; V204E,0.002627798,1.0878637,26/08/2020,-7.44974E+17,0.000548297,1,814.1818 +1696,A56T; M74I; Y83F; I128V; T207S; S220T,0.011035212,3.2816312,26/08/2020,-7.44974E+17,0.008960969,1,396.40656 +1697,A56T; N178Y,0.002136858,0.7825267,26/08/2020,-7.44974E+17,0.000244653,1,750.54395 +1698,A56T; N78H; L176S; N190Y; N238E; A257T; A282T,0.002672909,0.99041253,26/08/2020,-7.44974E+17,0.000409986,1,765.0543 +1699,A56T; P302S,0.019124324,3.9823108,26/08/2020,-7.44974E+17,0.016600923,1,261.37247 +1700,A56T; R96C; L176F; S220T; A260V,0.003013222,1.2758552,26/08/2020,-7.44974E+17,0.000894604,1,765.4793 +1701,A56T; S205R; F209Y,0.00428557,1.8512342,26/08/2020,-7.44974E+17,0.002048784,1,682.40045 +1702,A56T; S220T; H230Y; A280V,0.06434061,4.823954,26/08/2020,-7.44974E+17,0.06280564,1,85.00005 +1703,A56T; S220T; H285R,0.004963683,2.0498514,26/08/2020,-7.44974E+17,0.00283457,1,616.9743 +1704,A56T; S220T; Y294N,0.005371888,2.1800063,26/08/2020,-7.44974E+17,0.00311752,1,611.1975 +1705,A56T; T172I; E275V,0.004379829,1.8582569,26/08/2020,-7.44974E+17,0.002126977,1,668.459 +1706,A56V; F142Y; S220T,0.013579605,3.4875755,26/08/2020,-7.44974E+17,0.011202302,1,330.1771 +1707,A56V; R148P; A218V; S220T; H230Y,0.4978744,5.6575255,26/08/2020,-7.44974E+17,0.579030228,1,5.6581264 +1708,A56V; S220T,0.6107886,5.8080235,26/08/2020,-7.44974E+17,0.726948099,1,3.4163995 +1709,A56V; S220T; H230Y,0.5778163,5.768752,26/08/2020,-7.44974E+17,0.683954501,1,3.9575706 +1710,A56V; V199E; V204L; V221M,0.00514651,2.1226254,26/08/2020,-7.44974E+17,0.002752826,1,617.93207 +1711,A56W,0.001887179,1.8019564,26/08/2020,-7.44974E+17,0.001303837,4,1111.1792 +1712,A56Y,0.003438093,1.9163779,26/08/2020,-7.44974E+17,0.002242933,2,728.4272 +1713,A59C,0.07160803,4.5850496,26/08/2020,-7.44974E+17,0.071722574,3,64.31029 +1714,A59E,0.059412368,3.998326,26/08/2020,-7.44974E+17,0.057548146,2,71.8594 +1715,A59E; D139E; D170V; S220T,0.021697989,4.0787807,26/08/2020,-7.44974E+17,0.019687955,1,231.03389 +1716,A59E; S220T,0.27498192,5.4007783,26/08/2020,-7.44974E+17,0.296064181,1,15.974146 +1717,A59E; S67C; S220T; M248I,0.003080399,1.2897966,26/08/2020,-7.44974E+17,0.000808568,1,740.3174 +1718,A59G,0.027573498,4.2745337,26/08/2020,-7.44974E+17,0.024996595,1,192.0881 +1719,A59G; I62T; A149T; S220T; H230Y; L269S,0.006784664,2.5983148,26/08/2020,-7.44974E+17,0.004626345,1,530.79865 +1720,A59G; N102I; S220T,0.04947171,4.862579,26/08/2020,-7.44974E+17,0.046469157,1,115.35313 +1721,A59G; P171S; S220T,0.021739082,4.047198,26/08/2020,-7.44974E+17,0.019291601,1,229.05008 +1722,A59G; S220T,0.33352688,7.967909,26/08/2020,-7.44974E+17,0.344176955,3,16.283873 +1723,A59G; V71D,0.00303673,1.3051252,26/08/2020,-7.44974E+17,0.000947706,1,769.68286 +1724,A59I,0.006106312,2.4185941,26/08/2020,-7.44974E+17,0.003740962,1,593.4059 +1725,A59M,0.048994277,4.42452,26/08/2020,-7.44974E+17,0.049591468,5,90.34499 +1726,A59N,0.008842122,4.483645,26/08/2020,-7.44974E+17,0.008165827,3,545.4375 +1727,A59P,0.006822478,2.5944612,26/08/2020,-7.44974E+17,0.004381705,1,549.4405 +1728,A59P; R165H,0.05088815,4.8267403,26/08/2020,-7.44974E+17,0.048397463,1,110.37939 +1729,A59P; T179I; S220T,0.018274391,3.873858,26/08/2020,-7.44974E+17,0.016023399,1,264.0904 +1730,A59P; V130A; S220T; V276I,0.005437877,2.1699436,26/08/2020,-7.44974E+17,0.002781103,1,614.6547 +1731,A59Q,0.062097386,4.830698,26/08/2020,-7.44974E+17,0.059815072,1,89.760956 +1732,A59R,0.013575285,2.2501917,26/08/2020,-7.44974E+17,0.012278159,2,200.9592 +1733,A59S,0.058200505,4.839749,26/08/2020,-7.44974E+17,0.056736007,1,94.90905 +1734,A59S; A149V; D152Y; P164Q; R279H,0.002895736,1.1359189,26/08/2020,-7.44974E+17,0.000661252,1,761.34064 +1735,A59S; G136C; E268G; Q283H,0.003666559,1.5396088,26/08/2020,-7.44974E+17,0.001361046,1,702.9285 +1736,A59S; P88H; K298M,0.007862011,2.7105248,26/08/2020,-7.44974E+17,0.005771422,1,475.42288 +1737,A59S; S220T; S292P,0.005767288,2.2697594,26/08/2020,-7.44974E+17,0.003472335,1,585.65485 +1738,A59S; Y123C; A149E,0.004153671,1.8091259,26/08/2020,-7.44974E+17,0.001932992,1,702.6052 +1739,A59S; Y83M,0.004610859,1.9364338,26/08/2020,-7.44974E+17,0.002457213,1,657.3223 +1740,A59T,0.01621065,4.708355,26/08/2020,-7.44974E+17,0.014646524,2,321.75858 +1741,A59T; A213S; Y294F,0.01841033,3.9088686,26/08/2020,-7.44974E+17,0.015712039,1,271.37793 +1742,A59T; A68T; V97D; A140V; P240Q; I256N; Y294F,0.002119789,0.80088896,26/08/2020,-7.44974E+17,0.000284953,1,785.9807 +1743,A59T; D118N; R148P; S220T; H230Y; E295D,0.041003026,4.624745,26/08/2020,-7.44974E+17,0.038581142,1,134.43721 +1744,A59T; E108V; A174T; S220T; N289I,0.003155113,1.3780863,26/08/2020,-7.44974E+17,0.001165234,1,743.5606 +1745,A59T; E84V; V109A; A112P; E153D; S205N,0.001284261,0.70382845,26/08/2020,-7.44974E+17,0.000243864,2,933.59125 +1746,A59T; L181S; S220T,0.004112781,1.7496326,26/08/2020,-7.44974E+17,0.001868479,1,674.09595 +1747,A59T; M82L,0.016010184,3.7588487,26/08/2020,-7.44974E+17,0.013480919,1,296.17474 +1748,A59T; R148P; L182P; L189I; S220T; H230Y; Q263L,0.006833339,2.5833123,26/08/2020,-7.44974E+17,0.00449334,1,542.3811 +1749,A59T; R148P; S220T; H230Y,0.5030439,5.636607,26/08/2020,-7.44974E+17,0.587238254,1,5.579658 +1750,A59T; R148P; S220T; H230Y; Q299L,0.41520584,5.521389,26/08/2020,-7.44974E+17,0.470666045,1,8.109372 +1751,A59T; S220T; A259E,0.003706764,1.6345557,26/08/2020,-7.44974E+17,0.00171227,1,708.0969 +1752,A59T; S226A,0.079146706,0.4402271,26/08/2020,-7.44974E+17,0.103733692,2,9.336039 +1753,A59T; S67C; Y79F; T157S; E208G,0.00199975,0.5958074,26/08/2020,-7.44974E+17,6.90E-05,1,733.14264 +1754,A59T; T63A; S220T; S225L,0.2204349,5.306231,26/08/2020,-7.44974E+17,0.2324861,1,21.265644 +1755,A59T; V175M; V204A; S220T; E254D,0.004320859,1.8302544,26/08/2020,-7.44974E+17,0.002213446,1,658.1867 +1756,A59T; V265T,0.004755182,1.9609481,26/08/2020,-7.44974E+17,0.002592084,1,639.55347 +1757,A59T; Y83N; G104C; V109G; S117P; T207S; V250M,0.003230801,1.4408138,26/08/2020,-7.44974E+17,0.001211138,1,742.01056 +1758,A59V,0.03296971,4.408597,26/08/2020,-7.44974E+17,0.031244794,1,158.57338 +1759,A59V; A169T; M185V; S205C; F209L; S220T; L227P; D233N,0.003265246,1.3558875,26/08/2020,-7.44974E+17,0.001042906,1,761.9481 +1760,A59V; L181I; V221E; G244C,0.002532827,1.0335127,26/08/2020,-7.44974E+17,0.000550043,1,810.2705 +1761,A59V; S205N; E208K,0.02253158,4.1118684,26/08/2020,-7.44974E+17,0.020002368,1,231.18883 +1762,A59V; S220T,0.36069062,5.4168167,26/08/2020,-7.44974E+17,0.399135344,1,10.286264 +1763,A59W,0.00747719,2.7869794,26/08/2020,-7.44974E+17,0.005090981,1,513.349 +1764,A59Y,0.025546364,4.0991635,26/08/2020,-7.44974E+17,0.025461603,5,164.44278 +1765,A5D,0.15771192,5.2603164,26/08/2020,-7.44974E+17,0.160194228,3,29.675213 +1766,A5E; G237D,0.01849941,3.9313638,26/08/2020,-7.44974E+17,0.015685879,1,275.10583 +1767,A5E; Q194L; F209Y; D233N,0.30488738,5.258137,26/08/2020,-7.44974E+17,0.335306148,1,13.231916 +1768,A5E; R96C; P138S; W216R; S220T; A280S; G284C,0.003020537,1.30554,26/08/2020,-7.44974E+17,0.000950972,1,740.4091 +1769,A5E; T179A; S220T,0.4363934,5.6099734,26/08/2020,-7.44974E+17,0.494700059,1,7.5694 +1770,A5E; T7I; D95N; D163G; R258S; G286E,0.003433596,1.3834844,26/08/2020,-7.44974E+17,0.000969437,1,725.3601 +1771,A5E; V293D,0.002456265,1.0257512,26/08/2020,-7.44974E+17,0.000532849,1,777.54785 +1772,A5G,0.18507329,5.497173,26/08/2020,-7.44974E+17,0.190490923,3,25.376919 +1773,A5G; M129I; Y177C,0.003809354,1.6484392,26/08/2020,-7.44974E+17,0.001648377,1,695.39526 +1774,A5G; V52E; S220T,0.49933937,5.5682096,26/08/2020,-7.44974E+17,0.576146712,1,5.6002645 +1775,A5I,0.17159586,4.0690136,26/08/2020,-7.44974E+17,0.172819456,5,20.491121 +1776,A5M,0.12574254,5.0095563,26/08/2020,-7.44974E+17,0.129474259,1,41.58083 +1777,A5N,0.12905385,2.1748645,26/08/2020,-7.44974E+17,0.126347288,3,16.881075 +1778,A5P; C75W; G237C; A252V; A259T; H266Y,0.003503815,1.5151856,26/08/2020,-7.44974E+17,0.001377369,1,734.49945 +1779,A5S; E295L,0.003783289,1.6387616,26/08/2020,-7.44974E+17,0.001615129,1,704.23236 +1780,A5S; T105S; S220T; D287E; Y290F,0.016101366,3.8019276,26/08/2020,-7.44974E+17,0.01329282,1,301.70834 +1781,A5T,0.10147522,5.121106,26/08/2020,-7.44974E+17,0.097281456,1,54.50532 +1782,A5T; L25V; T188N; H271L,0.23970306,5.3515415,26/08/2020,-7.44974E+17,0.251558677,1,19.291584 +1783,A5T; M184I,0.008077525,2.8244722,26/08/2020,-7.44974E+17,0.005421495,1,494.752 +1784,A5V,0.23518977,5.2751517,26/08/2020,-7.44974E+17,0.251937169,1,19.487305 +1785,A5V; C75S; G203C,0.003519485,1.4825068,26/08/2020,-7.44974E+17,0.001262884,1,742.1116 +1786,A5V; D139V; F142S; D211Y; A296T,0.002841051,1.1684502,26/08/2020,-7.44974E+17,0.000764403,1,772.192 +1787,A5V; D64Y; F86L; H183L; S220T; M273V,0.003256375,1.9058566,26/08/2020,-7.44974E+17,0.002019196,2,772.7691 +1788,A5V; D95N; L101P; G104S; L176F,0.00244788,0.9210634,26/08/2020,-7.44974E+17,0.000403792,1,773.7538 +1789,A5V; E108V,0.004926951,2.0126033,26/08/2020,-7.44974E+17,0.002454301,1,645.3194 +1790,A5V; G126S; R148P; S220T; H230Y,0.003655577,1.4866626,26/08/2020,-7.44974E+17,0.001246936,1,727.71655 +1791,A5V; L124H; S220T,0.003066571,1.3215132,26/08/2020,-7.44974E+17,0.001028827,1,744.13824 +1792,A5V; L25R; L31M; S220T; A296S,0.6581138,5.4870048,26/08/2020,-7.44974E+17,0.718263951,2,2.6651876 +1793,A5V; R47H; M82L; S220T,0.09123375,4.947493,26/08/2020,-7.44974E+17,0.091297807,1,59.135147 +1794,A5V; T105S; D125E; S220T; S226Y; A231T; N289Y,0.004910668,2.027151,26/08/2020,-7.44974E+17,0.002612611,1,624.39606 +1795,A5V; T38P; F142L; S220T; H230Y; R258H; P270Q,0.004487867,1.9323062,26/08/2020,-7.44974E+17,0.002327181,1,652.73035 +1796,A5V; V18F; D95V; R148P; T196M; S220T; H230Y,0.003917811,1.7046059,26/08/2020,-7.44974E+17,0.001604172,1,726.0769 +1797,A5W,0.070784494,4.9706593,26/08/2020,-7.44974E+17,0.068015191,1,79.3593 +1798,A5Y; L253P,0.002438764,0.9099758,26/08/2020,-7.44974E+17,0.000319515,1,835.7997 +1799,A60D; R148P; S220T; H230Y,0.6274788,5.599646,26/08/2020,-7.44974E+17,0.761699129,1,3.0537443 +1800,A60D; S220T; H266Q,0.51074475,5.7985735,26/08/2020,-7.44974E+17,0.591659472,1,5.4574413 +1801,A60D; S220T; H285N,0.101250134,5.05698,26/08/2020,-7.44974E+17,0.100718339,1,53.513756 +1802,A60F,0.09087142,4.4252815,26/08/2020,-7.44974E+17,0.09029264,4,47.031544 +1803,A60I,0.060889438,5.010157,26/08/2020,-7.44974E+17,0.058716383,1,93.06521 +1804,A60P; N77Y; Y123C; A202G; S220T; Y239C,0.003211215,1.3666613,26/08/2020,-7.44974E+17,0.001006342,1,758.9111 +1805,A60P; R148P; L151R; S220T; H230Y,0.11550721,5.115666,26/08/2020,-7.44974E+17,0.117010291,1,46.216854 +1806,A60P; R247S,0.118434474,0.5826314,26/08/2020,-7.44974E+17,0.0934038,10,5.002302 +1807,A60S; A111E; V113A,0.27210718,5.4805126,26/08/2020,-7.44974E+17,0.289758111,1,16.343885 +1808,A60S; L101P; F142S; N190S; S220T; K236E,0.002697329,1.1378161,26/08/2020,-7.44974E+17,0.000648758,1,789.44025 +1809,A60S; N77S; W115C; E254G,0.004196096,1.781037,26/08/2020,-7.44974E+17,0.00184866,1,684.337 +1810,A60S; P88H; P138L,0.026198145,4.2696176,26/08/2020,-7.44974E+17,0.0236036,1,200.88252 +1811,A60S; S220T; H230Y; V276F,0.6624804,5.821265,26/08/2020,-7.44974E+17,0.798320777,1,2.5831864 +1812,A60S; S61I; I62T; T63D; D64A; A65V; V66S; S67A; A68S; S69P; P70V; V71T; T72I; I73M; M74C; C75L; L76N; N78Y; Y79A; A80T; T81M; M82Y; Y83E; E84V; V85Y; F86G; G87P; P88A; A89R; R90E; E91A; A92L; L93R; R94D; D95R; R96V; V97L; L98V; V99N; N100L; L101N; N102S; S103G; G104T; T105P; P106Q; Q107E; E108V; V109R; R110A; A112V; V113S; S114W; W115A; A116S; S117D; D118L; L119G; G120T; T121R; R122Y; Y123L; L124D; D125G; G126A; A127I; I128M; M129V; V130P; P132H; P133L; L134V; V135G; G136R; R137P; P138D; D139A; A140V; V141F; F142L; L143Y; Y144S; S145G; G146D; D147R; R148A; A149V; V150L; L151D; D152E; E153H; H154R; R155A; A156T; T157L; L158A; A159S; S160L; L161G; G162D; D163P; P164R; R165F; F166L; L167G; G168A; A169D; D170P; P171T; T172L; L173A; A174V; V175L; L176Y; Y177D; N178T; T179A; A180L; L182H; H183M; M185Y; Y186A; A187T; T188L; L189N; N190G; G191Y; Y192L; L193Q; Q194A; A195T; T196A; A197L; L198V; V199G; G200S; S201A; A202G; G203V; V204S; S205A; A206T; T207E; E208F; F209A; A210D; D211I; I212A; A213L; L214G; G215W; W216F; F217A; A218S; P219T; S220V; V221L; L222A; A223P; P224S; S226L; L227A; A229H; H230A; A231V; V232D; D233L; L234D; D235K; K236G; G237N; N238Y; Y239P; P240G; G241T; T242L; L243G; G244T; T245L; L246R; R247M; M248N; N249V; V250N; N251A; A252L; L253E; E254H; H255I; I256A; A257R; R258A; A260E; E262Q; Q263G; G264V; V265H; H266S; S267E; E268L; L269P; P270H; H271L; L272M; M273R; R274E; E275V; V276A; A277E; E278R; R279A; A280V; V281A; A282Q; Q283G; G284H; H285G; G286D; D287H; H288N; N289Y; Y290M; M291S; S292V; V293Y; Y294E; E295A; A296F; F297K; K298Q; Q299P; P300S; S301P; P302A; A303S; S304*; *305-,0.004254475,1.8266866,26/08/2020,-7.44974E+17,0.002172292,1,675.1661 +1813,A60S; Y177F; S220T; S226A,0.5085568,5.722001,26/08/2020,-7.44974E+17,0.597391755,1,5.399358 +1814,A60T; A140T; N178I; S220T; M273I,0.003193397,1.4274259,26/08/2020,-7.44974E+17,0.001028552,1,755.8943 +1815,A60T; A65T,0.002466241,0.98660034,26/08/2020,-7.44974E+17,0.000471289,1,813.83856 +1816,A60T; D235N,0.044787854,4.674586,26/08/2020,-7.44974E+17,0.042489725,1,121.94512 +1817,A60T; L151Q; H285R; S292F,0.002901142,1.2017081,26/08/2020,-7.44974E+17,0.000738406,1,760.4 +1818,A60T; R148P; S220T; H230Y,0.59968954,6.0501285,26/08/2020,-7.44974E+17,0.719721,1,3.6505213 +1819,A60T; S220T; D233V,0.024159813,4.197199,26/08/2020,-7.44974E+17,0.020977666,1,219.6488 +1820,A60T; V250K,0.07455605,4.896558,26/08/2020,-7.44974E+17,0.074828441,1,71.73918 +1821,A60V,0.09015329,5.091269,26/08/2020,-7.44974E+17,0.088197651,1,61.38136 +1822,A60V; A180T; S220T; H230Y; E254K,0.003828862,1.6541902,26/08/2020,-7.44974E+17,0.001653142,1,706.13983 +1823,A60V; A80V; R148P; L198Q; S220T; H230Y,0.013646364,3.600213,26/08/2020,-7.44974E+17,0.011036905,1,342.86975 +1824,A60V; F166S; S220T; H230Y; F297L,0.006614091,2.5243254,26/08/2020,-7.44974E+17,0.004175341,1,561.1573 +1825,A60V; F86S; S220T,0.092521295,5.0635242,26/08/2020,-7.44974E+17,0.090858454,1,58.99741 +1826,A60V; L151P; T179S; I212T; P240Q,0.006491067,2.4955516,26/08/2020,-7.44974E+17,0.004030561,1,553.38293 +1827,A60V; L158H; S220T,0.002991766,1.2335138,26/08/2020,-7.44974E+17,0.000763774,1,773.59827 +1828,A60V; R148P; N178S; S220T; H230Y,0.012085323,3.387255,26/08/2020,-7.44974E+17,0.009940184,1,362.55905 +1829,A60Y,0.117724985,5.2677135,26/08/2020,-7.44974E+17,0.116165813,1,46.56225 +1830,A65C,0.010635648,3.6910267,26/08/2020,-7.44974E+17,0.009349658,2,402.47302 +1831,A65D,0.001535446,0.9693932,26/08/2020,-7.44974E+17,0.001086538,5,789.417 +1832,A65D; A111V; V113L,0.003137284,1.3503197,26/08/2020,-7.44974E+17,0.001027057,1,768.34924 +1833,A65D; A169V; Q299L,0.001972604,0.6411836,26/08/2020,-7.44974E+17,0.000111045,1,766.0675 +1834,A65D; L173M,0.002237989,0.76235926,26/08/2020,-7.44974E+17,0.000206327,1,759.40173 +1835,A65D; L246M,0.002501053,1.0342015,26/08/2020,-7.44974E+17,0.000521094,1,753.6935 +1836,A65D; M273L,0.003850316,1.6674044,26/08/2020,-7.44974E+17,0.001565051,1,743.5663 +1837,A65D; S160L,0.002265056,0.8498332,26/08/2020,-7.44974E+17,0.000276238,1,788.5625 +1838,A65E,0.001459656,0.85115373,26/08/2020,-7.44974E+17,0.000372666,2,954.0937 +1839,A65F,0.001450855,0.8565038,26/08/2020,-7.44974E+17,0.000409147,2,928.0222 +1840,A65G,0.051203668,6.8188734,26/08/2020,-7.44974E+17,0.051883303,3,132.69354 +1841,A65H,0.003007795,1.2155373,26/08/2020,-7.44974E+17,0.000678883,1,780.40564 +1842,A65I,0.001821014,1.1026845,26/08/2020,-7.44974E+17,0.000744789,2,887.9943 +1843,A65K,0.002263426,0.90659773,26/08/2020,-7.44974E+17,0.00037796,1,818.66956 +1844,A65L,0.001620124,0.99172634,26/08/2020,-7.44974E+17,0.000529795,2,952.587 +1845,A65M,0.001225422,1.1915352,26/08/2020,-7.44974E+17,0.000644148,4,1208.2498 +1846,A65N,0.001814281,1.4454635,26/08/2020,-7.44974E+17,0.000918637,3,1006.0004 +1847,A65P,0.001182112,0.97391206,26/08/2020,-7.44974E+17,0.000446609,3,1115.0225 +1848,A65P; S220T,0.002486734,0.96887577,26/08/2020,-7.44974E+17,0.000473671,1,803.6298 +1849,A65P; S220T; L234H,0.002488794,1.0064415,26/08/2020,-7.44974E+17,0.000491044,1,796.18823 +1850,A65Q,0.001653943,0.9488524,26/08/2020,-7.44974E+17,0.000452516,2,934.4521 +1851,A65R,0.002661093,1.1082407,26/08/2020,-7.44974E+17,0.000612695,1,769.983 +1852,A65R; L101M; Q194R; S220T,0.003901321,1.6176928,26/08/2020,-7.44974E+17,0.001537661,1,726.93964 +1853,A65S,0.012141193,3.7445986,26/08/2020,-7.44974E+17,0.011764331,3,334.5303 +1854,A65S; D118Y; P300S,0.005155796,2.1581478,26/08/2020,-7.44974E+17,0.002922084,1,614.44183 +1855,A65S; G284V,0.004942206,2.0529027,26/08/2020,-7.44974E+17,0.002684561,1,625.9939 +1856,A65S; R148H; L181S; F217L,0.003263587,1.3908215,26/08/2020,-7.44974E+17,0.001068419,1,749.66846 +1857,A65S; R247H,0.009205148,3.0516074,26/08/2020,-7.44974E+17,0.00661487,1,459.37808 +1858,A65T,0.001590007,0.9899146,26/08/2020,-7.44974E+17,0.000519697,2,983.98914 +1859,A65T; A68R,0.002478481,0.99642247,26/08/2020,-7.44974E+17,0.000475652,1,788.893 +1860,A65T; A68T; T81S; F86Y; D125G; A169P; S220T,0.002696202,1.1040027,26/08/2020,-7.44974E+17,0.000627382,1,788.53564 +1861,A65T; F86D,0.002390609,0.90203875,26/08/2020,-7.44974E+17,0.000363068,1,749.44257 +1862,A65T; G120V; D233V; K236I,0.003320418,1.447193,26/08/2020,-7.44974E+17,0.001221295,1,726.3304 +1863,A65T; L161Q; S220T; D233V,0.002518655,0.9874478,26/08/2020,-7.44974E+17,0.000452865,1,789.1052 +1864,A65T; Q107L; G120C; E295D,0.002357386,0.89185303,26/08/2020,-7.44974E+17,0.000337209,1,798.41956 +1865,A65T; R110C; F209S; S220T; H230Y,0.003410585,1.4667752,26/08/2020,-7.44974E+17,0.001373014,1,730.8616 +1866,A65T; S220T; L227P,0.00291447,1.1781943,26/08/2020,-7.44974E+17,0.000665667,1,756.36 +1867,A65T; V71F,0.00218509,0.8711461,26/08/2020,-7.44974E+17,0.000335866,1,797.9824 +1868,A65V,0.002975449,1.8590981,26/08/2020,-7.44974E+17,0.001828409,2,797.1025 +1869,A65V; F86L,0.003788067,1.6322105,26/08/2020,-7.44974E+17,0.001428494,1,745.0853 +1870,A65V; G104R; Q194L; S220T,0.003744405,1.6977053,26/08/2020,-7.44974E+17,0.001651502,1,736.3976 +1871,A65V; L134P,0.049035244,4.7565284,26/08/2020,-7.44974E+17,0.047388999,1,111.58714 +1872,A65V; L76P; V85A; R122C; M185T; V232I; A259V; M273V; S301G,0.00433181,1.8854138,26/08/2020,-7.44974E+17,0.001950596,1,678.97 +1873,A65V; L93H; L119H; S220T,0.003714252,1.5690364,26/08/2020,-7.44974E+17,0.001430343,1,729.7601 +1874,A65V; M82I; V130M; R247S,0.002280718,0.77171063,26/08/2020,-7.44974E+17,0.000210487,1,764.0662 +1875,A65V; S220T,0.008412032,2.8019443,26/08/2020,-7.44974E+17,0.005698466,1,475.5556 +1876,A65V; S69H,0.002807146,1.1249257,26/08/2020,-7.44974E+17,0.000593602,1,794.3548 +1877,A65V; S69Y; R148P; Q194L; S220T; H230Y; G237S; A296T; P300S,0.001473665,0.3603903,26/08/2020,-7.44974E+17,7.73E-06,1,668.7033 +1878,A65V; T72A; M129K; G168W; Y290N,0.002552264,0.990111,26/08/2020,-7.44974E+17,0.000451335,1,791.1592 +1879,A65V; V276L,0.002758473,1.0960478,26/08/2020,-7.44974E+17,0.000547395,1,747.8036 +1880,A65V; V66A; R148P; S220T; H230Y; D235V; S292F,0.004521418,1.9683123,26/08/2020,-7.44974E+17,0.002437636,1,687.9578 +1881,A65V; V66M; R94H; V135I; L161P; S220T; E261G,0.003999932,1.7027938,26/08/2020,-7.44974E+17,0.001705967,1,706.04785 +1882,A65V; V99I; A140T; V141L; T245I,0.004622826,1.9262989,26/08/2020,-7.44974E+17,0.002366868,1,652.8667 +1883,A65W,0.002524342,0.92780435,26/08/2020,-7.44974E+17,0.000363771,1,781.1781 +1884,A65Y,0.003297695,1.3959277,26/08/2020,-7.44974E+17,0.001090517,1,743.2915 +1885,A68C,0.041550886,8.346399,26/08/2020,-7.44974E+17,0.041890221,6,196.99287 +1886,A68D,0.013063221,6.257101,26/08/2020,-7.44974E+17,0.012524565,5,490.72433 +1887,A68E,0.027215904,4.138207,26/08/2020,-7.44974E+17,0.025682627,4,158.73564 +1888,A68E; A80Y,0.015367414,3.7454255,26/08/2020,-7.44974E+17,0.012154726,1,318.97256 +1889,A68E; C75R; E91D; A282V,0.003537585,1.510057,26/08/2020,-7.44974E+17,0.001352669,1,740.86816 +1890,A68E; C75Y,0.001875997,0.61929613,26/08/2020,-7.44974E+17,8.72E-05,1,756.0761 +1891,A68E; N77F,0.002495884,0.9989612,26/08/2020,-7.44974E+17,0.000496191,1,781.98016 +1892,A68F,0.009420683,1.723659,26/08/2020,-7.44974E+17,0.008808239,5,205.41362 +1893,A68I,0.018823056,2.3131766,26/08/2020,-7.44974E+17,0.017358342,3,141.50238 +1894,A68L,0.009220973,2.7039661,26/08/2020,-7.44974E+17,0.008684173,6,313.62518 +1895,A68M,0.027446749,5.8255773,26/08/2020,-7.44974E+17,0.026213987,3,220.8735 +1896,A68N,0.05276829,5.572811,26/08/2020,-7.44974E+17,0.05211584,3,106.311455 +1897,A68P,0.002374372,1.2291539,26/08/2020,-7.44974E+17,0.00118294,2,762.4636 +1898,A68P; S220T; N238Y,0.003725434,2.1878352,26/08/2020,-7.44974E+17,0.002404225,2,751.21625 +1899,A68Q,0.043884967,6.8104115,26/08/2020,-7.44974E+17,0.043267784,4,154.51198 +1900,A68S,0.12193665,5.35845,26/08/2020,-7.44974E+17,0.124460946,3,41.09382 +1901,A68S; D211V; S220T; L243P; A259E,0.003035913,1.3489196,26/08/2020,-7.44974E+17,0.001000862,1,811.13464 +1902,A68S; L134M; N178H; S220T,0.004893084,2.0636222,26/08/2020,-7.44974E+17,0.002692643,1,636.8723 +1903,A68S; N102S; V113E; D163G,0.025000652,4.1807947,26/08/2020,-7.44974E+17,0.022381817,1,207.51674 +1904,A68S; R155C; A180V; S220T,0.003007565,1.2775744,26/08/2020,-7.44974E+17,0.000886297,1,719.8512 +1905,A68S; S220T,0.55505466,6.679746,26/08/2020,-7.44974E+17,0.590004706,3,5.300287 +1906,A68T,0.02337925,5.0816727,26/08/2020,-7.44974E+17,0.022544116,2,234.78085 +1907,A68T; A213T; S220T; K236N; A259V,0.004431487,1.9140635,26/08/2020,-7.44974E+17,0.002323273,1,674.82806 +1908,A68T; E261G,0.011284153,3.2294059,26/08/2020,-7.44974E+17,0.008812428,1,380.43286 +1909,A68T; E84Q; A116V; Y177H; M291I,0.002194322,0.8211857,26/08/2020,-7.44974E+17,0.00028714,1,787.4645 +1910,A68T; H154Q; L214H; S220T,0.00534523,2.1800005,26/08/2020,-7.44974E+17,0.003030603,1,619.49115 +1911,A68T; L119P; L134M; S220T,0.002730894,1.1295109,26/08/2020,-7.44974E+17,0.000669466,1,796.5445 +1912,A68T; L173Q; A252T; E254G,0.002558597,1.0035856,26/08/2020,-7.44974E+17,0.000471945,1,777.7211 +1913,A68T; N178S; A231V,0.004374962,1.8870609,26/08/2020,-7.44974E+17,0.002229807,1,650.14026 +1914,A68T; P133S; L143M; V150M; L176F; S220T,0.003938614,1.7101096,26/08/2020,-7.44974E+17,0.001858745,1,706.7926 +1915,A68T; R148P; M184I; S220T; L222M; H230Y; A282T,0.008388773,2.8511524,26/08/2020,-7.44974E+17,0.006121727,1,469.3366 +1916,A68T; R148P; S220T; H230Y; P240Q,0.026262268,4.30241,26/08/2020,-7.44974E+17,0.024271664,1,201.84052 +1917,A68T; S220T,0.13448547,5.1283374,26/08/2020,-7.44974E+17,0.136103458,1,39.778107 +1918,A68T; S220T; R279H,0.23381764,5.4519234,26/08/2020,-7.44974E+17,0.241689268,1,20.07862 +1919,A68T; S220T; T245I,0.00701774,2.5868943,26/08/2020,-7.44974E+17,0.004214284,1,529.58356 +1920,A68T; Y144N; M184T; Q194L; S220T,0.002923501,1.2463876,26/08/2020,-7.44974E+17,0.000816662,1,806.6364 +1921,A68V; A116T; L234P; H255D,0.002824172,1.2205855,26/08/2020,-7.44974E+17,0.000795572,1,820.8554 +1922,A68V; A127D,0.003435018,1.5088286,26/08/2020,-7.44974E+17,0.001359437,1,759.6276 +1923,A68V; A228T; M273K,0.003336065,1.4476924,26/08/2020,-7.44974E+17,0.001205526,1,749.611 +1924,A68V; D118N; T179P; Y239F; L253P; E261G,0.002288721,0.8214462,26/08/2020,-7.44974E+17,0.000243561,1,827.9958 +1925,A68V; D147V,0.002818783,1.1770307,26/08/2020,-7.44974E+17,0.000732182,1,776.01965 +1926,A68V; G104S; Y123N; A202T; L234P; V265A,0.002929243,1.2784808,26/08/2020,-7.44974E+17,0.000865319,1,755.59705 +1927,A68V; H154Y; A213V; H288R,0.004126726,1.8157566,26/08/2020,-7.44974E+17,0.002171292,1,684.8443 +1928,A68V; N102S; A111V; P133L; F142S; T196S; S220T; P240S; Q263K,0.003631635,1.5552042,26/08/2020,-7.44974E+17,0.001347688,1,720.9859 +1929,A68V; S205I; S220T,0.050882313,4.7684774,26/08/2020,-7.44974E+17,0.047884489,1,107.25519 +1930,A68W,0.002941002,1.9609935,26/08/2020,-7.44974E+17,0.002187836,3,800.459 +1931,A68Y,0.007962715,2.5307293,26/08/2020,-7.44974E+17,0.007628795,10,329.7203 +1932,A80C,0.078549825,0.8413174,26/08/2020,-7.44974E+17,0.086094178,3,13.270415 +1933,A80D; D152G,0.25303367,5.4036736,26/08/2020,-7.44974E+17,0.267385838,1,17.947361 +1934,A80D; L124I; A156S; F166S; N190Y,0.002868518,1.1725913,26/08/2020,-7.44974E+17,0.000742306,1,789.848 +1935,A80D; R122H; H183Y; S220T,0.15596913,5.136868,26/08/2020,-7.44974E+17,0.164907816,1,32.866413 +1936,A80D; R96L; D147V; A156V; Y177F; G237C,0.001897743,0.64798,26/08/2020,-7.44974E+17,0.000129583,1,773.2408 +1937,A80E,0.15892425,4.9767203,26/08/2020,-7.44974E+17,0.161569641,3,28.014566 +1938,A80F,0.058462463,2.0446424,26/08/2020,-7.44974E+17,0.056484802,3,39.111683 +1939,A80G,0.041650113,0.9628616,26/08/2020,-7.44974E+17,0.044137612,2,33.095146 +1940,A80H,0.102338366,3.405401,26/08/2020,-7.44974E+17,0.101061689,8,31.008919 +1941,A80K,0.1143205,5.1044188,26/08/2020,-7.44974E+17,0.117171618,1,46.87798 +1942,A80L,0.06597989,1.0660657,26/08/2020,-7.44974E+17,0.067611841,4,18.6657 +1943,A80M,0.059732854,4.9069023,26/08/2020,-7.44974E+17,0.057495299,1,93.715904 +1944,A80N,0.089138545,4.9784055,26/08/2020,-7.44974E+17,0.090010019,1,61.134808 +1945,A80P; M82K; L214P; S220T; K236E,0.003120732,1.3398684,26/08/2020,-7.44974E+17,0.000952119,1,739.8181 +1946,A80P; R258H,0.042264294,4.6833615,26/08/2020,-7.44974E+17,0.039958942,1,129.52979 +1947,A80S,0.08229531,6.2416515,26/08/2020,-7.44974E+17,0.080239843,2,75.67352 +1948,A80S; S220T; A231T,0.48375687,5.5652266,26/08/2020,-7.44974E+17,0.55335749,1,6.105769 +1949,A80S; S220T; H285L,0.1312444,5.120824,26/08/2020,-7.44974E+17,0.134406918,1,39.673054 +1950,A80T,0.17007045,0.68079907,26/08/2020,-7.44974E+17,0.13237143,12,3.6727953 +1951,A80T; A116P; S220T,0.004168573,1.8223499,26/08/2020,-7.44974E+17,0.001919018,1,701.27844 +1952,A80T; A156T; A259T,0.6736205,8.2308445,26/08/2020,-7.44974E+17,0.683052387,19,3.9626398 +1953,A80T; A156T; Y177W,0.6462677,6.657216,26/08/2020,-7.44974E+17,0.652168098,22,3.6180685 +1954,A80T; G191E; Q263H; V276I; Q299R,0.00227842,0.8649138,26/08/2020,-7.44974E+17,0.000268678,1,754.6265 +1955,A80T; L124H; F142L; S292Y,0.004539235,1.9916277,26/08/2020,-7.44974E+17,0.002502323,1,639.41956 +1956,A80T; L193I,0.06075545,4.9360504,26/08/2020,-7.44974E+17,0.059132153,1,91.85256 +1957,A80T; M129L; A259T,0.7382743,13.225532,26/08/2020,-7.44974E+17,0.748921858,23,4.6562924 +1958,A80T; M129L; V175K,0.7075951,14.560408,26/08/2020,-7.44974E+17,0.715638668,25,5.9920783 +1959,A80T; Q107L; R137S; N289S,0.07495246,4.838096,26/08/2020,-7.44974E+17,0.073971763,1,72.61325 +1960,A80T; R137P; H285Y,0.008237299,2.878459,26/08/2020,-7.44974E+17,0.006031279,1,480.00388 +1961,A80T; R148P; A206V; S220T; H230Y,0.067791075,4.953152,26/08/2020,-7.44974E+17,0.064945881,1,83.333305 +1962,A80T; S220T; M291K,0.014490046,3.6075127,26/08/2020,-7.44974E+17,0.012440612,1,321.28015 +1963,A80T; S220T; R258H,0.1589393,5.0508075,26/08/2020,-7.44974E+17,0.167535895,1,30.9796 +1964,A80T; V175K; A259T,0.82345945,21.096972,26/08/2020,-7.44974E+17,0.835128275,20,4.4743443 +1965,A80T; V175K; Y177W,0.79539496,21.127712,26/08/2020,-7.44974E+17,0.804504293,31,5.40593 +1966,A80T; V250M; I256F,0.003115325,1.3398675,26/08/2020,-7.44974E+17,0.001074682,1,763.15686 +1967,A80T; V99I; D125E; D211Y; P219L; D235Y; K236I; I256T,0.002933679,1.2719901,26/08/2020,-7.44974E+17,0.000834999,1,782.0064 +1968,A80T; Y83S,0.018509392,3.9439049,26/08/2020,-7.44974E+17,0.015307278,1,273.73697 +1969,A80V,0.2451993,2.5298078,26/08/2020,-7.44974E+17,0.250672328,2,8.950428 +1970,A80V; G126S; A169V; G215C,0.003113228,1.3209004,26/08/2020,-7.44974E+17,0.00091195,1,777.01044 +1971,A80V; L101P; G104S; M185T; G200E; S220T; L246H,0.003028382,1.2965331,26/08/2020,-7.44974E+17,0.001004226,1,756.05493 +1972,A80V; L119P; M129V; S220T; S301G,0.003179762,1.3067539,26/08/2020,-7.44974E+17,0.000902638,1,760.55 +1973,A80V; L143V; T196M; I212T; S220T,0.021108285,4.0551834,26/08/2020,-7.44974E+17,0.018209916,1,244.67409 +1974,A80V; M129T; D152G; I256T,0.004388194,1.8921394,26/08/2020,-7.44974E+17,0.002350266,1,662.0054 +1975,A80V; P106L; S220T; R258H,0.010627095,3.1796489,26/08/2020,-7.44974E+17,0.008009333,1,402.79483 +1976,A80V; R148P; D170E; T207S; S220T; H230Y,0.5081548,5.624369,26/08/2020,-7.44974E+17,0.593390076,1,5.392882 +1977,A80V; R148P; S220T; H230Y,0.53125936,5.6960425,26/08/2020,-7.44974E+17,0.619939265,1,5.073002 +1978,A80V; V97I; E262D; E275K,0.007466511,2.736339,26/08/2020,-7.44974E+17,0.005328278,1,516.08636 +1979,A80V; W115R; R165H; S220T; V250L,0.004073974,1.7790575,26/08/2020,-7.44974E+17,0.0019171,1,715.1658 +1980,A80V; Y177N; G191A; S205R; S220T; E262G; H285R,0.00360512,1.4862185,26/08/2020,-7.44974E+17,0.001160506,1,719.93994 +1981,A80W,0.019990249,1.1103021,26/08/2020,-7.44974E+17,0.019133065,4,67.764984 +1982,A80Y,0.07209919,4.980849,26/08/2020,-7.44974E+17,0.072673066,3,69.08488 +1983,A89D; D152G; L173Q; Q299R,0.001833984,0.54701626,26/08/2020,-7.44974E+17,5.38E-05,1,764.68646 +1984,A89D; G203R; F217L; L243R; E268G; D287G,0.0031091,1.2814332,26/08/2020,-7.44974E+17,0.000952962,1,727.99817 +1985,A89D; S103C,0.005596136,2.2501035,26/08/2020,-7.44974E+17,0.003130947,1,595.05396 +1986,A89D; V130M; R148P; S220T; H230Y,0.003480291,1.5289996,26/08/2020,-7.44974E+17,0.001327505,1,739.92084 +1987,A89E,0.0976383,3.7190695,26/08/2020,-7.44974E+17,0.098291397,2,39.19465 +1988,A89F,0.04633343,4.1520395,26/08/2020,-7.44974E+17,0.044430379,4,91.13343 +1989,A89H,0.06741015,4.3331113,26/08/2020,-7.44974E+17,0.065955307,3,65.03915 +1990,A89I,0.035238806,5.567662,26/08/2020,-7.44974E+17,0.033803917,2,168.44458 +1991,A89K,0.018963562,6.345948,26/08/2020,-7.44974E+17,0.018560941,4,343.53287 +1992,A89L,0.014862912,3.7489243,26/08/2020,-7.44974E+17,0.012113822,1,332.42157 +1993,A89M,0.029806428,7.2934937,26/08/2020,-7.44974E+17,0.029018382,5,244.84775 +1994,A89N,0.041391343,4.6664014,26/08/2020,-7.44974E+17,0.03934459,1,130.55284 +1995,A89P,0.012089796,3.4189663,26/08/2020,-7.44974E+17,0.009565105,1,367.00656 +1996,A89P; G120D; S220T; A257S,0.003389915,1.4985149,26/08/2020,-7.44974E+17,0.00123797,1,735.7604 +1997,A89P; M185I; Q194R; A197D; F217L; S220T,0.002306664,0.77842003,26/08/2020,-7.44974E+17,0.000223973,1,777.55255 +1998,A89Q,0.027428716,6.0421743,26/08/2020,-7.44974E+17,0.027056889,3,226.70375 +1999,A89R,0.012627313,5.221124,26/08/2020,-7.44974E+17,0.011495109,3,438.4336 +2000,A89S,0.13698666,2.895061,26/08/2020,-7.44974E+17,0.13824232,3,20.21808 +2001,A89S; N102S; D125Y; V175E; M184T,0.003445544,1.5024742,26/08/2020,-7.44974E+17,0.001372987,1,728.0064 +2002,A89T; D118G; S220T; R274C,0.07380595,4.95181,26/08/2020,-7.44974E+17,0.070752007,1,74.65757 +2003,V281N,0.0161337,3.7198365,26/08/2020,-7.44974E+17,0.013548036,1,294.0482 +2004,A89T; E108D; D152V; L181S; M184T; V293D,0.003296553,1.3997108,26/08/2020,-7.44974E+17,0.001071511,1,736.70905 +2005,A89T; M184V; A213T,0.00272411,1.0973183,26/08/2020,-7.44974E+17,0.000551145,1,817.5803 +2006,A89T; P133T; L189I; S220T; D235N; G241C,0.00522278,2.173264,26/08/2020,-7.44974E+17,0.003087946,1,601.769 +2007,A89V,0.05249217,4.3683743,26/08/2020,-7.44974E+17,0.050420671,3,85.59316 +2008,A89V; A127T; D163G; S220T,0.003523735,1.5591071,26/08/2020,-7.44974E+17,0.001410086,1,745.4861 +2009,A89V; A149V; N251I; S267P; Q283H,0.001967953,0.7123662,26/08/2020,-7.44974E+17,0.000180013,1,807.00085 +2010,A89V; D95V; S103T; L143M; I256V; Q283E; A303G,0.002522556,0.9400601,26/08/2020,-7.44974E+17,0.000371234,1,784.8263 +2011,A89V; L93S,0.014278827,3.6207614,26/08/2020,-7.44974E+17,0.011780883,1,325.50198 +2012,A89V; P106S; R148P; L161Q; S220T; H230Y,0.003813877,1.6231103,26/08/2020,-7.44974E+17,0.001483099,1,732.9645 +2013,A89V; P133H; V175E; L182Q; S220T,0.003347626,1.365577,26/08/2020,-7.44974E+17,0.001071914,1,755.0421 +2014,A89V; R122H; A149V; A169S; M184I,0.005775307,2.3074858,26/08/2020,-7.44974E+17,0.003553598,1,600.8379 +2015,A89V; R94H,0.025447953,4.2590904,26/08/2020,-7.44974E+17,0.023177789,1,205.90196 +2016,A89V; S220T,0.37939432,5.294406,26/08/2020,-7.44974E+17,0.433089398,1,9.328898 +2017,A89V; S220T; M248I; E262K,0.002608121,1.0342166,26/08/2020,-7.44974E+17,0.000551277,1,784.8884 +2018,A89V; S220T; P224H; I256N,0.003163257,1.3606068,26/08/2020,-7.44974E+17,0.001084408,1,755.19507 +2019,A89V; T157S; L253V; A259V,0.003324173,1.507911,26/08/2020,-7.44974E+17,0.001443396,1,732.2755 +2020,A89W,0.022060065,2.7668223,26/08/2020,-7.44974E+17,0.020483479,2,148.06952 +2021,A89W; E91K,0.022221984,4.1480665,26/08/2020,-7.44974E+17,0.019367246,1,231.75893 +2022,A8E,0.2080515,5.331923,26/08/2020,-7.44974E+17,0.218039473,1,23.201843 +2023,A8E; I62M; R110H,0.01973851,3.9487114,26/08/2020,-7.44974E+17,0.01719437,1,253.11542 +2024,A8F,0.08667651,0.8431798,26/08/2020,-7.44974E+17,0.092039924,3,12.046646 +2025,A8G,0.31418115,1.3094463,26/08/2020,-7.44974E+17,0.330227158,8,3.0165532 +2026,A8G; D163G; L198P; S220T,0.15761551,5.180008,26/08/2020,-7.44974E+17,0.162135093,1,32.43101 +2027,A8H,0.12595396,5.416389,26/08/2020,-7.44974E+17,0.127182031,3,39.85227 +2028,A8I,0.14421257,5.013125,26/08/2020,-7.44974E+17,0.157010952,1,34.79689 +2029,A8L,0.12525527,3.3547192,26/08/2020,-7.44974E+17,0.12949879,2,26.655336 +2030,A8M,0.1419376,3.4856784,26/08/2020,-7.44974E+17,0.143801358,2,24.08843 +2031,A8N,0.105166264,0.7911167,26/08/2020,-7.44974E+17,0.11441321,3,9.03227 +2032,A8P,0.27069965,2.5173512,26/08/2020,-7.44974E+17,0.276841556,6,7.0745754 +2033,A8P; D118E; T172R,0.04140271,4.580706,26/08/2020,-7.44974E+17,0.039967586,1,130.07231 +2034,A8P; I128M; V135I; N178D,0.024754591,4.275033,26/08/2020,-7.44974E+17,0.022379658,1,215.3781 +2035,A8P; L31W; T72S; G87V; D147E; E268D,0.003607933,1.6197253,26/08/2020,-7.44974E+17,0.001454517,1,742.37695 +2036,A8P; S220T; M248V,0.004346479,1.841734,26/08/2020,-7.44974E+17,0.002216949,1,654.6374 +2037,A8S,0.11399357,4.656132,26/08/2020,-7.44974E+17,0.112343364,2,40.33266 +2038,A8S; G24E,0.003007127,1.2848412,26/08/2020,-7.44974E+17,0.000937384,1,764.3344 +2039,A8S; K34N; V71D; Y83N; S103L; G241S; T242I,0.004032156,1.77092,26/08/2020,-7.44974E+17,0.002067068,1,690.9147 +2040,A8S; L98R; E108V; Y144S; H288L,0.002456258,1.0757053,26/08/2020,-7.44974E+17,0.00059491,1,832.5416 +2041,A8S; N42Y; N102S; Y144H; V221M; R274H; S301C,0.001768162,0.56451976,26/08/2020,-7.44974E+17,7.58E-05,1,749.9063 +2042,A8S; P45R; L98M; A156D; D211Y; S220T; N238I,0.011042958,4.0077825,26/08/2020,-7.44974E+17,0.009639304,2,411.4359 +2043,A8S; R148P; S220T; H230Y; G264D,0.51730627,5.680858,26/08/2020,-7.44974E+17,0.616931104,1,5.128757 +2044,A8S; S220T,0.6008324,5.912021,26/08/2020,-7.44974E+17,0.709656474,1,3.6186001 +2045,A8S; V15G; G50S; I256N; D287E,0.002451405,0.9729166,26/08/2020,-7.44974E+17,0.000436127,1,809.6021 +2046,A8S; V99D; Q194R; S220T,0.003210268,1.3935457,26/08/2020,-7.44974E+17,0.001081264,1,748.69763 +2047,A8T,0.10061739,0.8211911,26/08/2020,-7.44974E+17,0.089899154,10,8.16899 +2048,A8T; A127T; S220T,0.25996047,5.340511,26/08/2020,-7.44974E+17,0.28397987,1,16.77181 +2049,A8T; A28P; V109L; G120S; V135G; L182R; H183Y; Q194H; I256F; R274H; N289S; S292T; F297I,0.002332206,0.91169345,26/08/2020,-7.44974E+17,0.000342066,1,807.75366 +2050,A8T; A33S; N78K; R155C,0.08939029,0.48246443,26/08/2020,-7.44974E+17,0.072276691,10,5.8720584 +2051,A8T; A33T; S220T; K236R; E278D; R279H; S301G,0.021167982,4.026044,26/08/2020,-7.44974E+17,0.019085597,1,231.57722 +2052,A8T; D235E,0.38388407,5.5083704,26/08/2020,-7.44974E+17,0.426581532,1,9.444239 +2053,A8T; G19E; A112V; E208D; S220T,0.002426936,0.95280546,26/08/2020,-7.44974E+17,0.000390748,1,772.7457 +2054,A8T; I128N; A174T; Y290F,0.002492675,1.0171461,26/08/2020,-7.44974E+17,0.000467474,1,815.74603 +2055,A8T; I62V; E84V; A195G; R247L; N251Y; E262D; R274C; S292Y,0.002326998,0.93095475,26/08/2020,-7.44974E+17,0.000431481,1,802.18225 +2056,A8T; I73V; V135E; A187V; S220T,0.003039869,1.3160214,26/08/2020,-7.44974E+17,0.00096594,1,752.1996 +2057,A8T; L161P; V281I,0.004088913,1.7126406,26/08/2020,-7.44974E+17,0.001802588,1,690.6936 +2058,A8T; L58H; S145L,0.002971271,1.2477819,26/08/2020,-7.44974E+17,0.000820694,1,763.7092 +2059,A8T; S220T,0.481851,5.6982627,26/08/2020,-7.44974E+17,0.557548397,1,6.2170634 +2060,A8T; T9W,0.08078443,4.937088,26/08/2020,-7.44974E+17,0.079922921,1,67.50175 +2061,A8T; Y144F; S220T,0.5336792,5.568473,26/08/2020,-7.44974E+17,0.631172852,1,4.721075 +2062,A8V,0.23621863,2.7105227,26/08/2020,-7.44974E+17,0.243466947,2,9.95299 +2063,A8V; D64A; Y177N; L214I; S220T,0.004555761,1.9901491,26/08/2020,-7.44974E+17,0.002327943,1,659.34045 +2064,A8V; D95V; R155H; P302Q,0.011514786,3.3404074,26/08/2020,-7.44974E+17,0.009415146,1,379.32382 +2065,A8V; D95Y; Y123H; S220T,0.002855843,1.2274951,26/08/2020,-7.44974E+17,0.000832271,1,773.97064 +2066,A8V; E29A,0.060460303,0.55298305,26/08/2020,-7.44974E+17,0.055712161,10,10.090876 +2067,A8V; G24W; V40G; S220T,0.001654452,1.0113838,26/08/2020,-7.44974E+17,0.000610781,2,945.77936 +2068,A8V; L151Q; P240L; L243M; A296S,0.002577468,1.0780052,26/08/2020,-7.44974E+17,0.000569969,1,799.21686 +2069,A8V; M23V; M129K,0.002521667,0.980831,26/08/2020,-7.44974E+17,0.000465136,1,748.65735 +2070,A8V; M74T; V150A; H183Y; M248L,0.003302391,1.5091331,26/08/2020,-7.44974E+17,0.001354694,1,760.7192 +2071,A8V; N190K; S220T,0.00307411,1.3048445,26/08/2020,-7.44974E+17,0.000950886,1,734.1285 +2072,A8V; N42Y; L198P; S220T,0.004037725,1.7196234,26/08/2020,-7.44974E+17,0.001922432,1,689.3506 +2073,A8V; P14Q; V204M; N251K; E268V; H288Q; F297S,0.003442676,1.5779561,26/08/2020,-7.44974E+17,0.00140558,1,735.73206 +2074,A8V; Q54L; S220T; V221M; T245I; E295D; P302Q,0.002309976,0.8700014,26/08/2020,-7.44974E+17,0.000304424,1,779.7157 +2075,A8V; R148P; S220T; H230Y,0.5264679,1.156305,26/08/2020,-7.44974E+17,0.644541427,10,1.0346828 +2076,A8V; R90H; R94H; G215C; G237C; L253R,0.002289513,0.79239845,26/08/2020,-7.44974E+17,0.000243506,1,754.28217 +2077,A8V; S220T; H288Q,0.4574476,5.6515193,26/08/2020,-7.44974E+17,0.523220084,1,6.7813807 +2078,A8V; S69T; L214F; S220T,0.2673284,5.4318275,26/08/2020,-7.44974E+17,0.286725225,1,16.736723 +2079,A8V; V17E; A33T; S57P; V71L; G120S; V281A,0.00328476,1.3476967,26/08/2020,-7.44974E+17,0.000998227,1,729.46814 +2080,A8V; V40I; L134P; I212F; K298N,0.004191406,1.8315372,26/08/2020,-7.44974E+17,0.001982135,1,705.87775 +2081,A8V; W41L; R165H; T179P; D211H; A218S,0.003654992,1.5325181,26/08/2020,-7.44974E+17,0.001264985,1,709.41595 +2082,A8Y,0.11402119,5.1412306,26/08/2020,-7.44974E+17,0.114695929,1,47.56219 +2083,A92C; D95N,0.04781219,5.599966,26/08/2020,-7.44974E+17,0.04689059,2,123.54153 +2084,A92D,0.05925428,4.355637,26/08/2020,-7.44974E+17,0.057157538,2,77.27353 +2085,A92E,0.047609452,4.7126937,26/08/2020,-7.44974E+17,0.045886588,1,116.219315 +2086,A92E; V99K,0.001572877,0.9516359,26/08/2020,-7.44974E+17,0.00046075,2,962.79724 +2087,A92F,0.037165344,5.688036,26/08/2020,-7.44974E+17,0.035654973,2,162.9468 +2088,A92H,0.054808177,4.8862567,26/08/2020,-7.44974E+17,0.051167529,1,101.67293 +2089,A92I,0.08011107,4.526722,26/08/2020,-7.44974E+17,0.079898491,4,55.270355 +2090,A92K,0.005718259,2.2777278,26/08/2020,-7.44974E+17,0.003617296,1,579.5203 +2091,A92M; P138Q,0.046647925,5.780077,26/08/2020,-7.44974E+17,0.046383018,2,128.96841 +2092,A92N,0.031001123,5.733472,26/08/2020,-7.44974E+17,0.030444628,4,188.3355 +2093,A92P,0.027890975,5.3849144,26/08/2020,-7.44974E+17,0.02653429,2,206.45224 +2094,A92Q,0.060187906,6.0358243,26/08/2020,-7.44974E+17,0.059846126,2,103.06928 +2095,A92R,0.034112576,4.4942904,26/08/2020,-7.44974E+17,0.032096452,1,158.82323 +2096,A92S,0.09112159,4.997002,26/08/2020,-7.44974E+17,0.091631601,1,59.806423 +2097,A92T,0.05421762,6.2939262,26/08/2020,-7.44974E+17,0.053938431,5,113.83732 +2098,A92T; D139G; S220T; H230Y,0.58747417,5.8056974,26/08/2020,-7.44974E+17,0.699882171,1,3.818133 +2099,A92T; R148S,0.05389558,4.733266,26/08/2020,-7.44974E+17,0.051585385,1,102.10692 +2100,A92V; A259P,0.002700862,1.1558825,26/08/2020,-7.44974E+17,0.000681385,1,816.0341 +2101,A92V; G203C; D233V; A282T; M291V; A296V,0.003196326,1.3432943,26/08/2020,-7.44974E+17,0.000989042,1,751.38525 +2102,A92V; L93F,0.038099013,4.5610633,26/08/2020,-7.44974E+17,0.036198364,1,143.5098 +2103,A92V; S145P,0.003131509,1.3177984,26/08/2020,-7.44974E+17,0.000954624,1,765.08704 +2104,A92V; S220T; H230Y,0.63648343,5.808929,26/08/2020,-7.44974E+17,0.770224229,1,2.995164 +2105,A92V; V109A; S220T,0.29306558,5.3388414,26/08/2020,-7.44974E+17,0.320096639,1,14.130336 +2106,A92W,0.01231868,4.318131,26/08/2020,-7.44974E+17,0.010625467,2,396.955 +2107,C75A,0.043159448,5.775577,26/08/2020,-7.44974E+17,0.041330323,2,140.86832 +2108,C75A; V85F,0.003295444,1.4512118,26/08/2020,-7.44974E+17,0.001173984,1,732.6689 +2109,C75D,0.002474302,1.3833011,26/08/2020,-7.44974E+17,0.001266242,2,794.652 +2110,C75E,0.002604153,0.945287,26/08/2020,-7.44974E+17,0.000405693,1,753.7987 +2111,C75F,0.002040201,1.2137444,26/08/2020,-7.44974E+17,0.00114918,3,792.16693 +2112,C75F; L76H; S220T; V232I,0.002532694,0.9865631,26/08/2020,-7.44974E+17,0.00041382,1,762.62476 +2113,C75G,0.002475122,2.0131888,26/08/2020,-7.44974E+17,0.001676675,3,987.63477 +2114,C75G; D152Y; G215A,0.002538611,1.0215459,26/08/2020,-7.44974E+17,0.000511506,1,768.3769 +2115,C75H,0.001698087,1.181449,26/08/2020,-7.44974E+17,0.00110144,4,871.7978 +2116,C75I,0.007647957,2.2082064,26/08/2020,-7.44974E+17,0.006530185,2,355.53467 +2117,C75K,0.001827461,1.201531,26/08/2020,-7.44974E+17,0.0010694,3,859.54254 +2118,C75L,0.003433812,1.9987433,26/08/2020,-7.44974E+17,0.002379018,2,736.5325 +2119,C75M,0.004335834,1.8164909,26/08/2020,-7.44974E+17,0.001984183,1,673.97504 +2120,C75N,0.003319648,1.9768438,26/08/2020,-7.44974E+17,0.00216466,2,776.08563 +2121,C75Q,0.003858503,1.692378,26/08/2020,-7.44974E+17,0.001714402,1,696.2168 +2122,C75R,0.001339314,1.3200635,26/08/2020,-7.44974E+17,0.00099875,7,1110.9994 +2123,C75R; E91K; S220T; R274C,0.002787902,1.2791518,26/08/2020,-7.44974E+17,0.00088532,1,816.81683 +2124,C75R; L124D,0.00354178,1.5407432,26/08/2020,-7.44974E+17,0.00142751,1,716.5669 +2125,C75R; P138L; L193H; E295D,0.002432232,0.9002685,26/08/2020,-7.44974E+17,0.000295775,1,741.3962 +2126,C75R; S220T; E278G,0.002952359,1.1052985,26/08/2020,-7.44974E+17,0.000550014,1,766.80817 +2127,C75R; T81A; D170N; T179P; E295V,0.002694554,1.0785139,26/08/2020,-7.44974E+17,0.000557351,1,755.11584 +2128,C75S; A112T; G200R,0.002101498,0.79944354,26/08/2020,-7.44974E+17,0.000286869,1,808.9334 +2129,C75S; A127D; S220T; M273L; V281I,0.002999382,1.2035481,26/08/2020,-7.44974E+17,0.000756803,1,745.10486 +2130,C75S; A180S; S220T,0.15763049,5.1374593,26/08/2020,-7.44974E+17,0.166130558,1,32.018497 +2131,C75S; A197S; S220T; V281A,0.00413558,1.8373094,26/08/2020,-7.44974E+17,0.002109735,1,682.99414 +2132,C75S; A89D; E278V,0.003948936,1.6885427,26/08/2020,-7.44974E+17,0.001710922,1,701.30176 +2133,C75S; A89V; R148P; V150M; S220T; H230Y,0.007322176,2.6579325,26/08/2020,-7.44974E+17,0.004885129,1,500.1713 +2134,C75S; D118V; S220T,0.014366065,3.6275005,26/08/2020,-7.44974E+17,0.011768895,1,328.29785 +2135,C75S; G104D; S117P; S220T; R247C,0.00286721,1.1805227,26/08/2020,-7.44974E+17,0.000750128,1,738.8629 +2136,C75S; I128F; N190D,0.003167893,1.2790569,26/08/2020,-7.44974E+17,0.000928678,1,750.2919 +2137,C75S; L198P; L214H; S220T,0.00310764,1.2721988,26/08/2020,-7.44974E+17,0.000812891,1,761.62006 +2138,C75S; N77S; N100Y; T157A; R165C; T188S; A277T,0.002360795,0.8412075,26/08/2020,-7.44974E+17,0.000276611,1,809.2293 +2139,C75S; R122P; I128F; Q299H,0.002793415,1.2727942,26/08/2020,-7.44974E+17,0.000897965,1,784.6605 +2140,C75S; R165H,0.009472522,3.093144,26/08/2020,-7.44974E+17,0.006662186,1,449.2279 +2141,C75S; T81S; D118E; S145P; A149T; V265E,0.002459676,0.9160171,26/08/2020,-7.44974E+17,0.000374927,1,738.28455 +2142,C75T,0.01079519,2.7410781,26/08/2020,-7.44974E+17,0.010260154,6,268.58917 +2143,C75V,0.02598824,4.9364834,26/08/2020,-7.44974E+17,0.025363392,2,206.58223 +2144,C75W,0.002008242,1.2722026,26/08/2020,-7.44974E+17,0.00116721,3,837.42236 +2145,C75W; D95Y; L193H; L269S; D287V,0.002221384,0.7904662,26/08/2020,-7.44974E+17,0.000223345,1,776.4053 +2146,C75W; L182Q; L227M; Y290F,0.002775003,1.1646076,26/08/2020,-7.44974E+17,0.000715384,1,766.38495 +2147,C75Y,0.00410733,1.725964,26/08/2020,-7.44974E+17,0.001596763,1,705.80585 +2148,C75Y; E91K; S220T,0.003010658,1.3018544,26/08/2020,-7.44974E+17,0.000907453,1,792.9376 +2149,C75Y; H255L,0.003045776,1.2913734,26/08/2020,-7.44974E+17,0.00090907,1,757.0484 +2150,C75Y; I128V; A140T; S220T; A303V,0.002140497,0.8285901,26/08/2020,-7.44974E+17,0.000303876,1,793.9448 +2151,C75Y; L101P; L134P; M184K; G215S; K236I; D287N,0.002486861,0.97605807,26/08/2020,-7.44974E+17,0.0004266,1,836.5635 +2152,C75Y; L176S; D233V,0.003679468,1.6201208,26/08/2020,-7.44974E+17,0.001581418,1,698.9151 +2153,C75Y; P171H,0.002054613,0.6705234,26/08/2020,-7.44974E+17,0.000126081,1,782.0427 +2154,C75Y; R148P; S220T; H230Y,0.003166801,1.3956128,26/08/2020,-7.44974E+17,0.001128878,1,768.98413 +2155,C75Y; R94C; L158P; S220T,0.002082116,1.1905472,26/08/2020,-7.44974E+17,0.000848273,2,849.84436 +2156,C75Y; S220T,0.001770175,1.1346474,26/08/2020,-7.44974E+17,0.000642922,2,944.6887 +2157,D118A,0.1263264,0.68253845,26/08/2020,-7.44974E+17,0.148599441,2,6.988189 +2158,D118C,0.20774116,0.61634153,26/08/2020,-7.44974E+17,0.249334566,7,2.686111 +2159,D118E,0.24208829,0.57436913,26/08/2020,-7.44974E+17,0.287394502,10,1.9771863 +2160,D118E; D139V; L181S; I212F; V281D; H288L,0.002842434,1.2675956,26/08/2020,-7.44974E+17,0.000865451,1,762.36035 +2161,D118E; D211V; S220T,0.34913737,5.3295355,26/08/2020,-7.44974E+17,0.392277849,1,10.692691 +2162,D118E; F166I; S220T; V250L,0.023308296,3.8808372,26/08/2020,-7.44974E+17,0.021672208,2,189.10341 +2163,D118E; I128T; S220T; H230Q; L243R,0.009287905,3.0188177,26/08/2020,-7.44974E+17,0.007098116,1,443.28622 +2164,D118E; L181I; F209L; S220T,0.05779794,4.9328055,26/08/2020,-7.44974E+17,0.053568851,1,98.64011 +2165,D118E; M185L; F217L; S220T,0.054527704,5.186674,26/08/2020,-7.44974E+17,0.05308984,2,99.41377 +2166,D118E; R148P; S220T; H230Y,0.60178584,5.814064,26/08/2020,-7.44974E+17,0.712992526,1,3.5654783 +2167,D118E; S220T,0.67013955,6.0559688,26/08/2020,-7.44974E+17,0.793592886,1,2.5995715 +2168,D118E; S220T; G244C,0.005923587,2.338324,26/08/2020,-7.44974E+17,0.003458774,1,566.6976 +2169,D118E; V130M; R137L; L173P; L246P,0.003349603,1.3720092,26/08/2020,-7.44974E+17,0.001023468,1,735.5715 +2170,D118F,0.22010317,7.9453526,26/08/2020,-7.44974E+17,0.222141157,5,28.716896 +2171,D118G,0.19866496,0.5583212,26/08/2020,-7.44974E+17,0.224631113,16,2.4223366 +2172,D118G; D163V; Y290N; P302R,0.00419421,1.8213137,26/08/2020,-7.44974E+17,0.002040981,1,658.87775 +2173,D118G; L167H; S220T; L234P; I256V; H266Q,0.003237475,1.3757802,26/08/2020,-7.44974E+17,0.001082224,1,723.85895 +2174,D118G; N249Y; E275D; Y294H,0.002249141,0.84096926,26/08/2020,-7.44974E+17,0.00028187,1,788.2345 +2175,D118G; P138T; N190Y,0.004061436,1.7023964,26/08/2020,-7.44974E+17,0.001699691,1,702.8283 +2176,D118G; S220T; A231P; P240Q,0.03246874,4.450411,26/08/2020,-7.44974E+17,0.02936638,1,166.42967 +2177,D118G; W216R; S220T; A259T,0.67151237,6.019671,26/08/2020,-7.44974E+17,0.807204654,1,2.532827 +2178,D118H,0.19692402,0.6721454,26/08/2020,-7.44974E+17,0.229956942,6,3.1656609 +2179,D118H; S220T,0.67674714,6.2884464,26/08/2020,-7.44974E+17,0.794643822,1,2.5635545 +2180,D118I,0.16321877,0.84582984,26/08/2020,-7.44974E+17,0.178487535,8,4.835581 +2181,D118K,0.1578971,0.45523846,26/08/2020,-7.44974E+17,0.193749466,4,3.2049606 +2182,D118L,0.16400963,0.64529765,26/08/2020,-7.44974E+17,0.178081132,8,3.7920623 +2183,D118M,0.31418058,4.6547127,26/08/2020,-7.44974E+17,0.315810428,9,10.301128 +2184,D118M; A156N; A159S,0.29429772,1.2730141,26/08/2020,-7.44974E+17,0.315912632,2,3.5447805 +2185,D118M; A156N; A159T,0.16244943,1.2641703,26/08/2020,-7.44974E+17,0.160538754,6,7.284865 +2186,D118M; A156N; T188G,0.1528092,1.2852702,26/08/2020,-7.44974E+17,0.155352192,10,7.6275187 +2187,D118M; A218M; A296T,0.68382245,5.7884994,26/08/2020,-7.44974E+17,0.691585361,15,2.6408732 +2188,D118N,0.2833323,0.5834512,26/08/2020,-7.44974E+17,0.334514061,8,1.6225053 +2189,D118N; Q194H; S220T,0.5870405,5.8493423,26/08/2020,-7.44974E+17,0.690423139,1,3.891423 +2190,D118N; R122E,0.040456876,4.5712566,26/08/2020,-7.44974E+17,0.036778661,1,135.02365 +2191,D118N; R122Y,0.12722667,5.0765553,26/08/2020,-7.44974E+17,0.132428552,1,41.189346 +2192,D118N; R148P; S220T; H230Y,0.5981619,5.7651777,26/08/2020,-7.44974E+17,0.715949187,1,3.594968 +2193,D118N; S220T,0.5505353,5.8007884,26/08/2020,-7.44974E+17,0.655741665,1,4.5767736 +2194,D118N; S220T; H230Y; N251I,0.59765315,5.671915,26/08/2020,-7.44974E+17,0.725055725,1,3.4923835 +2195,D118N; T121A; R148H; S220T; D287Y,0.12005109,5.178473,26/08/2020,-7.44974E+17,0.11902589,1,44.713192 +2196,D118P,0.036739357,0.928454,26/08/2020,-7.44974E+17,0.036941622,4,31.571203 +2197,D118Q,0.14579955,0.6046882,26/08/2020,-7.44974E+17,0.163208798,4,4.6369033 +2198,D118R,0.2009698,0.67814136,26/08/2020,-7.44974E+17,0.225504995,9,2.9813569 +2199,D118S,0.24141887,0.6900218,26/08/2020,-7.44974E+17,0.29904136,4,2.6076658 +2200,D118T,0.20037031,0.61856014,26/08/2020,-7.44974E+17,0.237480947,5,2.962363 +2201,D118V,0.11662755,0.47661176,26/08/2020,-7.44974E+17,0.126004199,8,4.3616977 +2202,D118V; G126D; L167R; L173M; Y177N; G191E; S220T; S267T; H285R; Y294C; K298E,0.003065226,1.3927028,26/08/2020,-7.44974E+17,0.001105397,1,782.0206 +2203,D118V; H154Q,0.04439315,4.555656,26/08/2020,-7.44974E+17,0.04298595,1,121.42369 +2204,D118V; L124H; K236I,0.002120997,0.7125501,26/08/2020,-7.44974E+17,0.000145134,1,756.10016 +2205,D118V; L151P; P171S,0.001949963,0.6386304,26/08/2020,-7.44974E+17,0.000117949,1,755.2462 +2206,D118V; L176V; S220T,0.3048911,5.2921658,26/08/2020,-7.44974E+17,0.340084586,1,13.459035 +2207,D118W,0.12056961,0.59785146,26/08/2020,-7.44974E+17,0.131671653,9,5.112646 +2208,D118Y,0.23931712,5.2010794,26/08/2020,-7.44974E+17,0.263491136,1,18.411211 +2209,D118Y; A140S; T245A,0.006569844,2.5330524,26/08/2020,-7.44974E+17,0.003985439,1,543.9879 +2210,D118Y; R122G,0.037152275,4.611716,26/08/2020,-7.44974E+17,0.033954537,1,149.69507 +2211,D118Y; R247S,0.04583477,4.6908126,26/08/2020,-7.44974E+17,0.04294395,1,121.815605 +2212,D118Y; T172A; S220T,0.3054159,5.3906283,26/08/2020,-7.44974E+17,0.335114882,1,13.403044 +2213,D125A,0.005147614,3.7187648,26/08/2020,-7.44974E+17,0.004581028,4,776.88947 +2214,D125A; A218V,0.017787226,3.8655791,26/08/2020,-7.44974E+17,0.015603063,1,273.09302 +2215,D125A; M129I,0.00301379,1.3188263,26/08/2020,-7.44974E+17,0.00103831,1,767.60144 +2216,D125C; G126S,0.00319177,1.3255191,26/08/2020,-7.44974E+17,0.001006246,1,728.7478 +2217,D125C; R137L,0.00509398,2.1057773,26/08/2020,-7.44974E+17,0.00281551,1,629.659 +2218,D125E,0.22406322,2.5243912,26/08/2020,-7.44974E+17,0.229969079,2,10.022265 +2219,D125E; D147V; F209Y; D287V,0.074307576,4.9214892,26/08/2020,-7.44974E+17,0.07611124,1,72.968216 +2220,D125E; D211G,0.13931936,5.093219,26/08/2020,-7.44974E+17,0.146892729,1,37.02827 +2221,D125E; H271R; Y290F,0.16719614,5.1885147,26/08/2020,-7.44974E+17,0.175645423,1,30.17476 +2222,D125E; P164S; M185V; V199E; S220T,0.00271912,1.0923032,26/08/2020,-7.44974E+17,0.000577391,1,780.2664 +2223,D125E; R155G; S220T,0.6501058,5.9588976,26/08/2020,-7.44974E+17,0.778452592,1,2.8094156 +2224,D125E; S205G; S220T; H255P,0.003378955,1.4327253,26/08/2020,-7.44974E+17,0.001176722,1,738.872 +2225,D125E; S220T; L243P,0.08691256,5.171611,26/08/2020,-7.44974E+17,0.084984516,1,63.769085 +2226,D125E; V130M; P138T; H271Y; Q283H; V293L,0.005021302,2.1070323,26/08/2020,-7.44974E+17,0.002869817,1,622.1473 +2227,D125E; V141I; V250M,0.060207408,4.827626,26/08/2020,-7.44974E+17,0.058949139,1,91.83212 +2228,D125F,0.004590728,3.0465598,26/08/2020,-7.44974E+17,0.003742378,3,743.8998 +2229,D125G,0.013371334,3.090641,26/08/2020,-7.44974E+17,0.011851676,2,271.73334 +2230,D125G; F142Y; R148H; D170E; S220T,0.003659247,1.6268098,26/08/2020,-7.44974E+17,0.001565109,1,707.74335 +2231,D125G; Q263H,0.004275744,1.8038446,26/08/2020,-7.44974E+17,0.00216763,1,678.5244 +2232,D125G; S145P; H183L; S220T; L246F; A296S,0.003078437,1.3595645,26/08/2020,-7.44974E+17,0.00109743,1,789.7201 +2233,D125G; S145T; D163E; S220T; D233E; K298E,0.002580276,1.0077852,26/08/2020,-7.44974E+17,0.000456583,1,766.3692 +2234,D125G; S220T,0.30178362,5.267505,26/08/2020,-7.44974E+17,0.33183766,1,13.472328 +2235,D125G; S220T; H288R,0.020658962,4.012088,26/08/2020,-7.44974E+17,0.018700688,1,239.56268 +2236,D125G; S220T; V221A,0.006725829,2.5073564,26/08/2020,-7.44974E+17,0.004181713,1,547.32874 +2237,D125H,0.001105428,1.114111,26/08/2020,-7.44974E+17,0.000516879,4,1257.1194 +2238,D125H; V150A; H271Y,0.001913517,0.6622924,26/08/2020,-7.44974E+17,0.000149485,1,787.4782 +2239,D125I,0.006267959,3.3303976,26/08/2020,-7.44974E+17,0.005788951,5,562.9765 +2240,D125K,0.00300252,1.2717259,26/08/2020,-7.44974E+17,0.000843162,1,749.73254 +2241,D125L,0.001358445,1.6882354,26/08/2020,-7.44974E+17,0.00097109,6,1386.7793 +2242,D125M,0.002252073,1.7406697,26/08/2020,-7.44974E+17,0.001431458,3,942.6113 +2243,D125N,0.013329234,1.6341677,26/08/2020,-7.44974E+17,0.012710495,8,131.62302 +2244,D125N; A187V; A206T; S220T,0.003652289,1.5555844,26/08/2020,-7.44974E+17,0.001390209,1,708.84686 +2245,D125N; A206T; S220T; V221A,0.002445644,1.0021755,26/08/2020,-7.44974E+17,0.000511505,1,787.23737 +2246,D125N; D147V; Y186C; I212T,0.003009927,1.3428439,26/08/2020,-7.44974E+17,0.001061331,1,800.90045 +2247,D125N; G136C; L189F,0.003339273,1.4676108,26/08/2020,-7.44974E+17,0.001273235,1,752.6863 +2248,D125N; G146D,0.002135551,0.74293417,26/08/2020,-7.44974E+17,0.00019399,1,819.5022 +2249,D125N; P133S; R148P; L151Q; S220T; H230Y; P302Q,0.002894091,1.2236078,26/08/2020,-7.44974E+17,0.000806139,1,786.9568 +2250,D125N; P164R,0.002478274,0.9388275,26/08/2020,-7.44974E+17,0.000384512,1,795.15485 +2251,D125N; R148P; A213T; S220T; H230Y; P240S,0.003555434,1.5052531,26/08/2020,-7.44974E+17,0.001312118,1,728.8669 +2252,D125N; R148P; S220T; H230Y,0.051247682,4.704313,26/08/2020,-7.44974E+17,0.049983901,1,106.810905 +2253,D125N; R155H; S220T,0.11555977,5.178227,26/08/2020,-7.44974E+17,0.115632552,1,47.373894 +2254,D125N; T196S; A223V,0.002836385,1.2491527,26/08/2020,-7.44974E+17,0.000859066,1,761.24493 +2255,D125P,0.006064727,3.0400972,26/08/2020,-7.44974E+17,0.005533272,4,546.1473 +2256,D125Q,0.002347066,2.4173684,26/08/2020,-7.44974E+17,0.001831538,5,1134.1658 +2257,D125R,0.002679814,1.0926043,26/08/2020,-7.44974E+17,0.000503698,1,788.57947 +2258,D125S,0.026141059,3.1109061,26/08/2020,-7.44974E+17,0.025839258,6,123.083374 +2259,D125T,0.20665452,6.6524673,26/08/2020,-7.44974E+17,0.206306602,2,27.168245 +2260,D125V,0.008818913,2.1574175,26/08/2020,-7.44974E+17,0.007409603,2,310.63196 +2261,D125V; A206V,0.007278266,2.6685412,26/08/2020,-7.44974E+17,0.004757907,1,527.406 +2262,D125V; D152V,0.004437886,1.8827752,26/08/2020,-7.44974E+17,0.002219911,1,655.5536 +2263,D125V; D170E; L214I,0.003136565,1.3018202,26/08/2020,-7.44974E+17,0.000941906,1,756.2136 +2264,D125V; L189S; S220T,0.002540697,1.0698216,26/08/2020,-7.44974E+17,0.000572325,1,773.19946 +2265,D125V; M129T; Y177N; N190I; N251Y,0.002647305,1.1064621,26/08/2020,-7.44974E+17,0.000618233,1,766.395 +2266,D125W,0.002802398,0.61264205,26/08/2020,-7.44974E+17,0.002467572,6,280.30408 +2267,D125W; A127T,0.002461888,0.9494308,26/08/2020,-7.44974E+17,0.000406736,1,796.63293 +2268,D125Y,0.001252383,1.5778099,26/08/2020,-7.44974E+17,0.000885441,6,1414.6283 +2269,D125Y; G146S; A174E; F209S; P219R; S220T,0.003322131,1.3950347,26/08/2020,-7.44974E+17,0.001168491,1,718.21564 +2270,D125Y; R148P; A169V; S220T; H230Y; H266Y,0.009279563,2.983527,26/08/2020,-7.44974E+17,0.007110292,1,445.399 +2271,D125Y; S205C; S220T; N238Y,0.00447583,1.9408654,26/08/2020,-7.44974E+17,0.002250665,1,665.00507 +2272,D139A,0.018126216,1.5994453,26/08/2020,-7.44974E+17,0.017713782,6,97.33644 +2273,D139A; S145L; D163G; M185L; S220T; H266L,0.00283364,1.0745881,26/08/2020,-7.44974E+17,0.000575105,1,747.4008 +2274,D139C,0.008850417,4.0273924,26/08/2020,-7.44974E+17,0.008063807,3,498.20813 +2275,D139E,0.056050416,4.8458104,26/08/2020,-7.44974E+17,0.05297839,1,101.13027 +2276,D139E; A149E; L161P,0.003717072,1.5760182,26/08/2020,-7.44974E+17,0.001461506,1,725.53485 +2277,D139E; G191R; S220T,0.002219758,0.84168684,26/08/2020,-7.44974E+17,0.000305394,1,780.6918 +2278,D139E; L143M; F209I; S220T; E268G,0.002494782,0.9669129,26/08/2020,-7.44974E+17,0.000399066,1,812.37634 +2279,D139E; R148P; S220T; H230Y,0.7607662,15.110641,26/08/2020,-7.44974E+17,0.780025276,10,4.6636605 +2280,D139E; T172A; S220T; G237C; Y290C; S292T,0.003295106,1.3649935,26/08/2020,-7.44974E+17,0.000984807,1,754.95996 +2281,D139F,0.009825776,1.7627378,26/08/2020,-7.44974E+17,0.008974346,3,214.70631 +2282,D139G,0.045009956,5.3281245,26/08/2020,-7.44974E+17,0.044380896,6,117.19337 +2283,D139G; R148G; A218T; S220T,0.08324939,5.035993,26/08/2020,-7.44974E+17,0.08188713,1,67.173096 +2284,D139G; R148P; L176S; S220T; H230Y,0.091432564,5.032155,26/08/2020,-7.44974E+17,0.087526504,1,60.1792 +2285,D139G; V141I; H154Y; R165H; T196S; P240L,0.006810137,2.5325208,26/08/2020,-7.44974E+17,0.004380619,1,536.14386 +2286,D139G; V175E; S220T; A252V,0.003204471,1.3311713,26/08/2020,-7.44974E+17,0.001036812,1,729.57635 +2287,D139G; V199E; S220T,0.002849069,1.1603663,26/08/2020,-7.44974E+17,0.000711588,1,768.2269 +2288,D139H,0.035820425,4.3550963,26/08/2020,-7.44974E+17,0.03475734,2,133.09393 +2289,D139I,0.009197338,3.7081354,26/08/2020,-7.44974E+17,0.008576228,4,432.6261 +2290,D139K,0.014272591,1.40536,26/08/2020,-7.44974E+17,0.013775608,3,120.55145 +2291,D139L,0.009565339,1.854607,26/08/2020,-7.44974E+17,0.008895682,5,219.16608 +2292,D139M,0.015782058,2.3940885,26/08/2020,-7.44974E+17,0.014758029,3,171.5113 +2293,D139N,0.048175823,5.093742,26/08/2020,-7.44974E+17,0.046865686,2,110.677864 +2294,D139N; L143M; G146C; A149E; S220T,0.002893494,1.2483755,26/08/2020,-7.44974E+17,0.000788465,1,783.6597 +2295,D139N; V141A,0.020786671,4.0559454,26/08/2020,-7.44974E+17,0.018440112,1,241.04526 +2296,D139N; Y192N; S220T; M291V,0.002490175,1.0287842,26/08/2020,-7.44974E+17,0.000540238,1,772.8411 +2297,D139P,0.007298897,2.327973,26/08/2020,-7.44974E+17,0.00691819,7,339.75742 +2298,D139Q,0.026262805,3.4106083,26/08/2020,-7.44974E+17,0.024572344,3,140.10379 +2299,D139R,0.023180628,7.198556,26/08/2020,-7.44974E+17,0.022786368,6,311.58328 +2300,D139S,0.013247303,3.5045438,26/08/2020,-7.44974E+17,0.010982655,1,342.5122 +2301,D139T,0.034619644,5.25548,26/08/2020,-7.44974E+17,0.033787191,4,154.62668 +2302,D139V,0.007423345,2.0056136,26/08/2020,-7.44974E+17,0.007027452,6,294.69528 +2303,D139V; A180V; S220T,0.004105227,1.7560471,26/08/2020,-7.44974E+17,0.001841297,1,669.88855 +2304,D139V; F166L; S220T,0.003456047,1.5399181,26/08/2020,-7.44974E+17,0.00125902,1,769.24133 +2305,D139V; L151P; L176F; H183L; S220T; G244S; M248R,0.002449854,0.9848758,26/08/2020,-7.44974E+17,0.000537001,1,781.5764 +2306,D139W,0.042688414,5.5730433,26/08/2020,-7.44974E+17,0.041732822,3,133.85876 +2307,D139Y,0.03217657,1.23685,26/08/2020,-7.44974E+17,0.030872228,4,45.842297 +2308,D139Y; N238I; G244D,0.003608315,1.564519,26/08/2020,-7.44974E+17,0.001500177,1,708.2484 +2309,D147A,0.023076586,5.0624304,26/08/2020,-7.44974E+17,0.022034676,2,238.88489 +2310,D147A; S160L; M273I,0.003713407,1.5458809,26/08/2020,-7.44974E+17,0.001388336,1,746.24524 +2311,D147A; S220T,0.12096303,5.1069164,26/08/2020,-7.44974E+17,0.122891942,1,44.027714 +2312,D147C,0.027582517,4.287572,26/08/2020,-7.44974E+17,0.025147592,1,192.92125 +2313,D147E,0.05914386,7.11248,26/08/2020,-7.44974E+17,0.058333303,3,119.00695 +2314,D147E; E153G; S220T; N251S; R274H,0.01831206,3.8904536,26/08/2020,-7.44974E+17,0.015691866,1,272.92432 +2315,D147E; M184K,0.002652666,1.1214366,26/08/2020,-7.44974E+17,0.000620658,1,813.28613 +2316,D147E; S220T,0.64125717,5.837289,26/08/2020,-7.44974E+17,0.767372746,1,2.9058828 +2317,D147E; S220T; A229S,0.42533532,5.6398797,26/08/2020,-7.44974E+17,0.477896561,1,7.935957 +2318,D147E; S220T; A277T,0.007393511,3.0772421,26/08/2020,-7.44974E+17,0.005990691,2,494.3641 +2319,D147E; V150A; L193P; S220T,0.3651338,5.4591694,26/08/2020,-7.44974E+17,0.409386884,1,10.181077 +2320,D147F,0.002161954,1.4914935,26/08/2020,-7.44974E+17,0.001540669,4,832.34174 +2321,D147G,0.005529155,2.9292943,26/08/2020,-7.44974E+17,0.004218313,2,623.4091 +2322,D147G; A149E; D170Y; S220T; P224S,0.003191317,1.3885005,26/08/2020,-7.44974E+17,0.001175773,1,717.87994 +2323,D147G; G162V; M273L,0.001430406,0.40665925,26/08/2020,-7.44974E+17,1.68E-05,1,697.1957 +2324,D147G; T188A; R247C,0.002784293,1.1497154,26/08/2020,-7.44974E+17,0.000709028,1,760.16394 +2325,D147K,0.014679672,3.6962683,26/08/2020,-7.44974E+17,0.012219313,1,326.8273 +2326,D147L,0.00420241,1.778987,26/08/2020,-7.44974E+17,0.001810253,1,694.48346 +2327,D147N,0.27198586,5.3496294,26/08/2020,-7.44974E+17,0.294581109,1,16.132774 +2328,D147N; S220T,0.5601019,5.558433,26/08/2020,-7.44974E+17,0.673743619,1,4.234327 +2329,D147N; S220T; M248T; V265E; S301C,0.002505428,1.011037,26/08/2020,-7.44974E+17,0.000506667,1,781.5054 +2330,D147P,0.032452688,6.1277227,26/08/2020,-7.44974E+17,0.031312413,3,194.8986 +2331,D147Q,0.022884816,6.1348925,26/08/2020,-7.44974E+17,0.022498829,3,277.6843 +2332,D147R,0.006547856,3.7530248,26/08/2020,-7.44974E+17,0.00585429,4,617.82336 +2333,D147T,0.023683446,7.3396597,26/08/2020,-7.44974E+17,0.022967266,4,314.09753 +2334,D147V,0.020031422,3.9518812,26/08/2020,-7.44974E+17,0.018123736,1,243.04321 +2335,D147V; A174E,0.00304893,1.2924061,26/08/2020,-7.44974E+17,0.000874933,1,765.67163 +2336,D147V; R148P; S220T; H230Y; A259V,0.003479037,1.5158787,26/08/2020,-7.44974E+17,0.001221174,1,766.40356 +2337,D147V; S160L; G215C,0.002596752,1.097826,26/08/2020,-7.44974E+17,0.000600243,1,785.2636 +2338,D147V; S220P; S225A; V293L,0.003062925,1.8892597,26/08/2020,-7.44974E+17,0.001816626,2,805.79846 +2339,D147V; S220T,0.0307783,5.304567,26/08/2020,-7.44974E+17,0.028631055,2,186.22253 +2340,D147V; S220T; A296G,0.008699721,2.9428189,26/08/2020,-7.44974E+17,0.005762878,1,484.71613 +2341,D147V; S220T; H230Y,0.29323235,5.3883862,26/08/2020,-7.44974E+17,0.31161223,1,14.508714 +2342,D147V; S220T; L253Q,0.003086712,1.3329848,26/08/2020,-7.44974E+17,0.001015763,1,760.6607 +2343,D147V; S220T; S267L,0.004222982,1.7873224,26/08/2020,-7.44974E+17,0.00186764,1,688.1252 +2344,D147W,0.001290426,1.2676263,26/08/2020,-7.44974E+17,0.0006784,4,1220.7413 +2345,D147Y; A197T; S220T,0.003096354,1.2901005,26/08/2020,-7.44974E+17,0.00091184,1,735.38654 +2346,D147Y; L243Q; M291I,0.002841385,1.1655974,26/08/2020,-7.44974E+17,0.000633888,1,738.8417 +2347,D147Y; S220P; Y239F; Q263H,0.002490363,0.91537553,26/08/2020,-7.44974E+17,0.000358631,1,778.7979 +2348,D152A,0.037334133,5.7326,26/08/2020,-7.44974E+17,0.036011648,2,162.88132 +2349,D152C,0.12200532,5.118526,26/08/2020,-7.44974E+17,0.125214338,1,44.07801 +2350,D152F,0.024696743,5.858451,26/08/2020,-7.44974E+17,0.024508912,3,247.5678 +2351,D152G,0.031259406,6.213113,26/08/2020,-7.44974E+17,0.030830816,3,204.20703 +2352,D152G; P164L,0.006484733,2.529781,26/08/2020,-7.44974E+17,0.004241781,1,558.5697 +2353,D152G; S220T,0.23256557,5.3025293,26/08/2020,-7.44974E+17,0.244311478,1,19.834173 +2354,D152H,0.07373787,4.850679,26/08/2020,-7.44974E+17,0.071475006,1,73.67739 +2355,D152H; V250A,0.03440944,4.499354,26/08/2020,-7.44974E+17,0.032076116,1,158.26245 +2356,D152I,0.04235416,5.553329,26/08/2020,-7.44974E+17,0.041077811,2,137.63434 +2357,D152K,0.033287175,6.45447,26/08/2020,-7.44974E+17,0.032188273,3,198.36707 +2358,D152L,0.02847986,5.2773814,26/08/2020,-7.44974E+17,0.027259383,2,198.76312 +2359,D152M,0.054160524,4.3208294,26/08/2020,-7.44974E+17,0.054146675,9,77.75192 +2360,D152N,0.035320677,4.5858436,26/08/2020,-7.44974E+17,0.031247737,1,156.92311 +2361,D152N; M185I; S220T,0.022042837,4.1709843,26/08/2020,-7.44974E+17,0.01932636,1,232.79613 +2362,D152N; S220T,0.34489357,5.4374065,26/08/2020,-7.44974E+17,0.382093545,1,11.358085 +2363,D152N; S220T; G244D; V293A,0.003296398,1.4362136,26/08/2020,-7.44974E+17,0.001160588,1,752.96014 +2364,D152P,0.003481987,1.4944305,26/08/2020,-7.44974E+17,0.001259714,1,724.73676 +2365,D152Q,0.062441763,7.1269035,26/08/2020,-7.44974E+17,0.061543428,3,112.6628 +2366,D152R,0.04078827,4.5490336,26/08/2020,-7.44974E+17,0.040222741,2,119.34867 +2367,D152S,0.040333893,6.828458,26/08/2020,-7.44974E+17,0.040177053,3,170.97835 +2368,D152T,0.055051133,5.513623,26/08/2020,-7.44974E+17,0.05385957,2,103.99044 +2369,D152V,0.19028635,0.77848345,26/08/2020,-7.44974E+17,0.172643144,5,3.8751512 +2370,D152V; E208D,0.26959994,5.398,26/08/2020,-7.44974E+17,0.289473987,1,16.322151 +2371,D152V; F166I; T179S; S220T; K236R,0.00291529,1.2321104,26/08/2020,-7.44974E+17,0.000834736,1,750.5061 +2372,D152V; V175A; A257P,0.00270561,1.1340114,26/08/2020,-7.44974E+17,0.00070819,1,784.84235 +2373,D152W,0.040935885,3.8562155,26/08/2020,-7.44974E+17,0.039794127,2,103.59986 +2374,D152Y,0.06987667,3.8330138,26/08/2020,-7.44974E+17,0.067109179,2,58.88222 +2375,D152Y; A174V; S220T; Q299K,0.002928021,1.274304,26/08/2020,-7.44974E+17,0.00098583,1,780.5454 +2376,D152Y; S220T; H230Y,0.5682027,5.727453,26/08/2020,-7.44974E+17,0.673909635,1,4.126452 +2377,D152Y; S220T; T242S; E268G,0.012446947,3.3950217,26/08/2020,-7.44974E+17,0.010638784,1,359.44635 +2378,D163A,0.11792788,5.2292776,26/08/2020,-7.44974E+17,0.115606257,1,46.639618 +2379,D163C,0.04509487,4.737146,26/08/2020,-7.44974E+17,0.04164117,1,124.866936 +2380,D163E,0.07463683,7.2535844,26/08/2020,-7.44974E+17,0.073860539,3,94.32292 +2381,D163E; L173P; M291V,0.002954287,1.2216398,26/08/2020,-7.44974E+17,0.000831674,1,763.64746 +2382,D163E; L173Q; L189S; S220T; L269S,0.003056664,1.3785392,26/08/2020,-7.44974E+17,0.001165838,1,769.04694 +2383,D163E; N190D; F209Y; A231V,0.002471522,1.0196679,26/08/2020,-7.44974E+17,0.000502608,1,820.10345 +2384,D163E; S220T,0.6650089,6.8744397,26/08/2020,-7.44974E+17,0.740147611,2,3.255001 +2385,D163E; S220T; D233N,0.35044235,5.569249,26/08/2020,-7.44974E+17,0.38657105,1,11.241224 +2386,D163F,0.042986628,5.565167,26/08/2020,-7.44974E+17,0.04186752,5,129.26999 +2387,D163G,0.045207027,3.5216844,26/08/2020,-7.44974E+17,0.044121611,4,80.360634 +2388,D163G; F166L; D211V; L234H,0.002156079,0.7882921,26/08/2020,-7.44974E+17,0.000212415,1,784.3959 +2389,D163G; L181I; S220T; T242A,0.029355526,4.3116837,26/08/2020,-7.44974E+17,0.027916304,1,182.33974 +2390,D163G; N251K,0.007259612,2.6513486,26/08/2020,-7.44974E+17,0.004784115,1,517.7117 +2391,D163G; P270L,0.006396392,2.4152565,26/08/2020,-7.44974E+17,0.003976299,1,557.15857 +2392,D163G; T179S; V281D,0.004763418,1.9750723,26/08/2020,-7.44974E+17,0.002339949,1,648.59753 +2393,D163H,0.032143243,5.615423,26/08/2020,-7.44974E+17,0.030678435,2,185.57318 +2394,D163I,0.034275986,6.4788604,26/08/2020,-7.44974E+17,0.033277391,3,193.92679 +2395,D163L,0.06578718,5.024958,26/08/2020,-7.44974E+17,0.061054712,1,86.95379 +2396,D163M,0.025243314,4.225523,26/08/2020,-7.44974E+17,0.022277589,1,205.8997 +2397,D163N,0.10458205,5.125561,26/08/2020,-7.44974E+17,0.104356923,1,52.32852 +2398,D163N; A195D,0.006032504,2.3671136,26/08/2020,-7.44974E+17,0.003823911,1,560.2901 +2399,D163N; S220T,0.5991224,5.621903,26/08/2020,-7.44974E+17,0.715687505,1,3.4437513 +2400,D163P,0.030951153,7.0843306,26/08/2020,-7.44974E+17,0.030618482,4,231.44806 +2401,D163T,0.11737047,5.0901957,26/08/2020,-7.44974E+17,0.116617434,1,46.025738 +2402,D163V,0.03451161,6.283909,26/08/2020,-7.44974E+17,0.032998637,3,186.79356 +2403,D163V; A174V; S205C; M273I,0.002920627,1.1744664,26/08/2020,-7.44974E+17,0.000698152,1,773.6329 +2404,D163V; S220T,0.54842347,2.8798242,26/08/2020,-7.44974E+17,0.574524287,2,2.3269653 +2405,D163V; V204A; S220T; R274C,0.016121302,3.8365517,26/08/2020,-7.44974E+17,0.013611612,1,303.12854 +2406,D163W,0.03995139,4.785982,26/08/2020,-7.44974E+17,0.040119653,2,127.3841 +2407,D163Y,0.058506086,6.233156,26/08/2020,-7.44974E+17,0.056183516,3,106.645 +2408,D170A,0.013989615,3.2668417,26/08/2020,-7.44974E+17,0.012930743,3,255.8345 +2409,D170C,0.025174707,5.786028,26/08/2020,-7.44974E+17,0.024550358,4,234.90744 +2410,D170E,0.097893134,4.4870543,26/08/2020,-7.44974E+17,0.096117989,2,46.18876 +2411,D170E; E208V; S220T; H271L,0.4556674,5.8780923,26/08/2020,-7.44974E+17,0.510962204,1,7.0047927 +2412,D170E; E268Q,0.20917287,5.288498,26/08/2020,-7.44974E+17,0.222297271,1,23.039852 +2413,D170E; F209Y; S220T; A228S; V232A; E262K,0.00286964,1.2685328,26/08/2020,-7.44974E+17,0.000890708,1,779.64703 +2414,D170E; L176I; S220T; L234V,0.052773505,4.7204514,26/08/2020,-7.44974E+17,0.052068413,1,102.80315 +2415,D170E; S220T,0.51977473,5.5801334,26/08/2020,-7.44974E+17,0.619618,1,5.005711 +2416,D170E; S220T; H230Y,0.7749399,13.034755,26/08/2020,-7.44974E+17,0.794621907,10,3.7128315 +2417,D170E; S220T; V265A; V293G,0.002560767,0.98531866,26/08/2020,-7.44974E+17,0.000467619,1,773.11566 +2418,D170E; T207S; S220T; A260G,0.006694112,2.5216372,26/08/2020,-7.44974E+17,0.004393105,1,548.8667 +2419,D170E; Y186C; V204E; F217Y,0.002418746,0.92522836,26/08/2020,-7.44974E+17,0.000363393,1,797.54407 +2420,D170F,0.003532941,1.4827307,26/08/2020,-7.44974E+17,0.001340002,1,730.23987 +2421,D170G,0.005842568,2.3265479,26/08/2020,-7.44974E+17,0.003369984,1,574.8322 +2422,D170G; L243V; G264D,0.002362186,0.83498853,26/08/2020,-7.44974E+17,0.000264595,1,752.9455 +2423,D170G; S220T,0.02030687,3.8876724,26/08/2020,-7.44974E+17,0.017991274,1,243.40721 +2424,D170G; S220T; Y290F; F297Y; A303P,0.003042365,1.3036948,26/08/2020,-7.44974E+17,0.000931137,1,775.427 +2425,D170H,0.007079121,3.6854773,26/08/2020,-7.44974E+17,0.00654261,6,546.7866 +2426,D170I,0.006841241,3.1959898,26/08/2020,-7.44974E+17,0.005704315,2,547.1832 +2427,D170K,0.012861032,3.3962395,26/08/2020,-7.44974E+17,0.01084502,1,344.42517 +2428,D170L,0.005936196,2.7246227,26/08/2020,-7.44974E+17,0.004900439,3,528.65015 +2429,D170M,0.011618851,3.364397,26/08/2020,-7.44974E+17,0.008726837,1,389.72504 +2430,D170N,0.08577789,5.002237,26/08/2020,-7.44974E+17,0.086132086,1,63.88707 +2431,D170N; L182V; S220T,0.004653116,1.9574208,26/08/2020,-7.44974E+17,0.002323926,1,646.0843 +2432,D170N; L193H; S220T; A303S,0.002824778,1.159281,26/08/2020,-7.44974E+17,0.000696802,1,797.27814 +2433,D170N; P219S; S220T,0.04367526,4.740875,26/08/2020,-7.44974E+17,0.040307594,1,128.41283 +2434,D170N; S201F; S220T,0.003685329,1.5309192,26/08/2020,-7.44974E+17,0.001385751,1,713.84174 +2435,D170N; S205C; V265E,0.007355472,2.6072364,26/08/2020,-7.44974E+17,0.005195308,1,503.128 +2436,D170N; V175C,0.02285113,4.1617174,26/08/2020,-7.44974E+17,0.02034176,1,225.3631 +2437,D170P,0.005431532,2.8756068,26/08/2020,-7.44974E+17,0.004213871,2,633.2043 +2438,D170Q,0.022937456,4.8369493,26/08/2020,-7.44974E+17,0.021692256,2,232.18008 +2439,D170R,0.010185848,3.734245,26/08/2020,-7.44974E+17,0.009097305,2,418.95908 +2440,D170S,0.013623805,3.5301883,26/08/2020,-7.44974E+17,0.011586772,1,333.6858 +2441,D170T,0.019088216,6.133086,26/08/2020,-7.44974E+17,0.018755404,4,329.232 +2442,D170V,0.013131947,4.3439283,26/08/2020,-7.44974E+17,0.012504265,5,343.0857 +2443,D170V; G200R; D211V; S220T,0.004073684,1.7156363,26/08/2020,-7.44974E+17,0.001657798,1,701.3639 +2444,D170V; S220T; A282T,0.03340644,4.4201884,26/08/2020,-7.44974E+17,0.031283048,1,159.50703 +2445,D170V; S220T; E268V,0.003044287,1.2456663,26/08/2020,-7.44974E+17,0.000862508,1,737.427 +2446,D170V; S220T; G237A,0.045766696,4.7269826,26/08/2020,-7.44974E+17,0.043548457,1,121.06937 +2447,D170V; Y192F; P270Q,0.005462212,2.2330828,26/08/2020,-7.44974E+17,0.003343154,1,605.97546 +2448,D170W,0.003173732,1.3356212,26/08/2020,-7.44974E+17,0.000996887,1,770.08234 +2449,D170Y,0.002785093,1.9120033,26/08/2020,-7.44974E+17,0.00192587,3,822.1851 +2450,D170Y; L176S; S220T; R247C; L253Q,0.003605274,1.5582811,26/08/2020,-7.44974E+17,0.001444512,1,706.2608 +2451,D170Y; S220T; E262K,0.004215736,1.839237,26/08/2020,-7.44974E+17,0.001854984,1,699.84283 +2452,D170Y; S220T; S226F; H230Y,0.009957747,3.1029255,26/08/2020,-7.44974E+17,0.007640527,1,416.41748 +2453,D211A,0.081553,6.040378,26/08/2020,-7.44974E+17,0.081520842,2,74.008354 +2454,D211C,0.096620806,5.0878143,26/08/2020,-7.44974E+17,0.098881975,2,52.08644 +2455,D211E,0.23186949,5.23675,26/08/2020,-7.44974E+17,0.239988444,2,18.647299 +2456,D211E; S220T; L234P; A280V,0.002655316,1.0898798,26/08/2020,-7.44974E+17,0.000599339,1,763.80096 +2457,D211F,0.083414786,2.4422636,26/08/2020,-7.44974E+17,0.082867402,2,32.478188 +2458,D211F; A231S,0.013717795,3.563898,26/08/2020,-7.44974E+17,0.011756684,1,333.49792 +2459,D211G,0.17880024,4.391503,26/08/2020,-7.44974E+17,0.179013358,3,21.546007 +2460,D211G; F217I; T245A; V250E; S304T,0.002159833,0.84519106,26/08/2020,-7.44974E+17,0.000302254,1,792.96625 +2461,D211H,0.06502094,4.8122034,26/08/2020,-7.44974E+17,0.064505906,1,85.17117 +2462,D211I,0.05909282,4.5227056,26/08/2020,-7.44974E+17,0.058273065,3,77.78241 +2463,D211K,0.18503574,5.888567,26/08/2020,-7.44974E+17,0.190011709,2,27.737314 +2464,D211M,0.040153988,6.143289,26/08/2020,-7.44974E+17,0.038833038,3,156.22203 +2465,D211N,0.11495043,5.0117707,26/08/2020,-7.44974E+17,0.117228015,1,46.269062 +2466,D211N; A213Q,0.04605938,4.6990814,26/08/2020,-7.44974E+17,0.043535569,1,120.40747 +2467,D211N; L214D,0.13185725,5.2019973,26/08/2020,-7.44974E+17,0.131420033,1,39.981865 +2468,D211N; S220T,0.5278945,3.673027,26/08/2020,-7.44974E+17,0.568299317,2,3.2389126 +2469,D211P,0.11831343,5.021906,26/08/2020,-7.44974E+17,0.118207807,2,41.01579 +2470,D211Q,0.14036344,7.271639,26/08/2020,-7.44974E+17,0.1404497,4,46.05714 +2471,D211R,0.087993756,7.8858347,26/08/2020,-7.44974E+17,0.087083319,4,84.6506 +2472,D211S,0.16458523,5.1643944,26/08/2020,-7.44974E+17,0.174739171,1,30.202728 +2473,D211T,0.09374987,5.0358806,26/08/2020,-7.44974E+17,0.094565997,1,58.097294 +2474,D211V,0.039300285,4.5742984,26/08/2020,-7.44974E+17,0.036248021,1,140.03706 +2475,D211V; R274C,0.039814036,4.5972137,26/08/2020,-7.44974E+17,0.037040227,1,139.03822 +2476,D211W,0.036936805,5.4810495,26/08/2020,-7.44974E+17,0.035549013,2,158.14706 +2477,D211Y,0.09161254,3.2650275,26/08/2020,-7.44974E+17,0.093375428,2,37.301144 +2478,D211Y; S220T,0.6127537,5.904573,26/08/2020,-7.44974E+17,0.733067418,1,3.4140275 +2479,D233A,0.08294576,5.460086,26/08/2020,-7.44974E+17,0.08370435,2,65.936844 +2480,D233E,0.098604016,0.83715916,26/08/2020,-7.44974E+17,0.085650337,10,8.488571 +2481,D233E; Q263L,0.06360244,5.8954806,26/08/2020,-7.44974E+17,0.064891619,2,94.854515 +2482,D233G,0.058867,4.526549,26/08/2020,-7.44974E+17,0.056560634,2,81.161415 +2483,D233I,0.005253136,2.215221,26/08/2020,-7.44974E+17,0.003154879,1,624.41656 +2484,D233K,0.02330307,4.106107,26/08/2020,-7.44974E+17,0.02116641,1,218.89946 +2485,D233N,0.07356764,4.9984956,26/08/2020,-7.44974E+17,0.071874038,1,75.017044 +2486,D233S,0.05641725,4.7955527,26/08/2020,-7.44974E+17,0.055342955,2,89.50339 +2487,D233Y,0.05686777,6.5572047,26/08/2020,-7.44974E+17,0.05551095,3,114.76386 +2488,D235A,0.049474787,4.761357,26/08/2020,-7.44974E+17,0.046418523,1,111.90794 +2489,D235E,0.13803282,5.119786,26/08/2020,-7.44974E+17,0.141746287,1,37.842236 +2490,D235F,0.004781624,3.2492852,26/08/2020,-7.44974E+17,0.003815402,3,761.91113 +2491,D235G; A260E; S292T,0.002854229,1.1399652,26/08/2020,-7.44974E+17,0.000673168,1,761.9664 +2492,D235H,0.046697207,4.636495,26/08/2020,-7.44974E+17,0.04513291,1,116.41809 +2493,D235I,0.031058725,4.8896766,26/08/2020,-7.44974E+17,0.029157863,2,172.26843 +2494,D235K,0.027029267,5.311655,26/08/2020,-7.44974E+17,0.026007937,2,212.83504 +2495,D235M,0.050545357,6.347883,26/08/2020,-7.44974E+17,0.050459978,3,126.38742 +2496,D235N,0.026075512,4.2860875,26/08/2020,-7.44974E+17,0.022854181,1,205.57242 +2497,D235N; T242M,0.07644535,4.9289317,26/08/2020,-7.44974E+17,0.075681305,1,72.182175 +2498,D235P,0.002709241,2.1431286,26/08/2020,-7.44974E+17,0.001969555,3,932.3168 +2499,D235Q,0.10309457,4.974473,26/08/2020,-7.44974E+17,0.106056112,1,52.375225 +2500,D235R,0.01104331,3.275995,26/08/2020,-7.44974E+17,0.008595727,1,395.23788 +2501,D235S,0.042503443,6.9888663,26/08/2020,-7.44974E+17,0.040701408,3,165.85909 +2502,D235T,0.060345005,5.3710275,26/08/2020,-7.44974E+17,0.059619712,2,92.33225 +2503,D235V; N238I,0.006429899,2.4561634,26/08/2020,-7.44974E+17,0.004264784,1,551.8005 +2504,D235W,0.003142642,2.934455,26/08/2020,-7.44974E+17,0.00261874,4,1029.0057 +2505,D235Y,0.007393058,3.6383722,26/08/2020,-7.44974E+17,0.00677583,4,530.41364 +2506,D287A,0.050944686,4.70648,26/08/2020,-7.44974E+17,0.049155398,1,108.12094 +2507,D287E,0.108333856,5.168297,26/08/2020,-7.44974E+17,0.110624146,1,49.754932 +2508,D287F,0.033233233,6.7479386,26/08/2020,-7.44974E+17,0.032212089,3,208.683 +2509,D287G,0.1632889,1.5981504,26/08/2020,-7.44974E+17,0.15553157,3,9.672449 +2510,D287G; E295K,0.00274059,1.1617962,26/08/2020,-7.44974E+17,0.000767032,1,784.5182 +2511,D287I,0.028847108,8.106034,26/08/2020,-7.44974E+17,0.02854731,5,280.6366 +2512,D287K,0.047842648,6.3586254,26/08/2020,-7.44974E+17,0.047398831,4,132.56915 +2513,D287N; Y290H,0.002247623,0.72954947,26/08/2020,-7.44974E+17,0.0001777,1,759.98865 +2514,D287P,0.040863894,6.072029,26/08/2020,-7.44974E+17,0.040895152,3,150.99037 +2515,D287Q,0.032636333,1.2579377,26/08/2020,-7.44974E+17,0.032921572,3,47.823986 +2516,D287S,0.04439148,5.7741065,26/08/2020,-7.44974E+17,0.043521205,2,136.22998 +2517,D287T,0.055764742,4.727984,26/08/2020,-7.44974E+17,0.055022442,1,97.85336 +2518,D287V,0.035104915,5.6050205,26/08/2020,-7.44974E+17,0.034652154,3,164.58667 +2519,D287W,0.04393144,5.4972796,26/08/2020,-7.44974E+17,0.042743809,2,131.74022 +2520,D64A,0.12581356,6.399483,26/08/2020,-7.44974E+17,0.126042428,2,48.03244 +2521,D64A; S220T,0.5603102,5.809532,26/08/2020,-7.44974E+17,0.665143897,1,4.3571434 +2522,D64A; S220T; A223T; Y290D,0.002378137,0.9771606,26/08/2020,-7.44974E+17,0.000430802,1,770.2157 +2523,D64C,0.14245729,1.8542296,26/08/2020,-7.44974E+17,0.140190508,3,12.934014 +2524,D64E,0.28928205,6.20475,26/08/2020,-7.44974E+17,0.294917917,7,15.491606 +2525,D64E; A218M; A296T,0.73475426,6.9834924,26/08/2020,-7.44974E+17,0.751272252,10,2.4629145 +2526,D64E; A80P; Y123C; G191R; S220T; R274C,0.003364265,1.468923,26/08/2020,-7.44974E+17,0.001190549,1,734.7933 +2527,D64E; L151Q; L181S; L253P; S292Y,0.003939298,1.7687842,26/08/2020,-7.44974E+17,0.001907546,1,680.06354 +2528,D64E; P106L; L124P; D125E,0.001710787,0.54709774,26/08/2020,-7.44974E+17,6.72E-05,1,770.8498 +2529,D64E; S220T,0.70486003,8.194688,26/08/2020,-7.44974E+17,0.754388834,3,3.2113836 +2530,D64F,0.008974451,3.8869212,26/08/2020,-7.44974E+17,0.008287147,4,460.80713 +2531,D64G,0.037372258,2.4556367,26/08/2020,-7.44974E+17,0.036822097,2,76.89337 +2532,D64G; D95E,0.06928937,6.1604676,26/08/2020,-7.44974E+17,0.067493631,2,90.33195 +2533,D64G; F86Y; W115C,0.006081941,2.4421985,26/08/2020,-7.44974E+17,0.003776094,1,587.42847 +2534,D64G; G146S; S220T; Y239H,0.002756846,1.6807407,26/08/2020,-7.44974E+17,0.001549784,2,823.962 +2535,D64G; L124P; S220T; E278V,0.002653083,1.0851668,26/08/2020,-7.44974E+17,0.000578545,1,757.27515 +2536,D64G; L93I; R137H; A202V; P224R; P270L,0.003142945,1.3068652,26/08/2020,-7.44974E+17,0.000937014,1,740.8252 +2537,D64G; M74L; G126V; I256T; A280S; A303D,0.002593076,1.0660393,26/08/2020,-7.44974E+17,0.000607207,1,776.9835 +2538,D64G; R148P; S220T; A228S; H230Y,0.41474417,5.66188,26/08/2020,-7.44974E+17,0.462832908,1,8.411724 +2539,D64G; V66M; N100Y; Y123N; F142L,0.002576267,0.9330937,26/08/2020,-7.44974E+17,0.000367173,1,800.25525 +2540,D64H,0.16307095,2.3099303,26/08/2020,-7.44974E+17,0.16302237,3,13.248746 +2541,D64I,0.063145846,2.6984208,26/08/2020,-7.44974E+17,0.06074274,4,43.735863 +2542,D64K,0.07431723,6.7839427,26/08/2020,-7.44974E+17,0.072956026,3,89.13088 +2543,D64L,0.03074597,4.41237,26/08/2020,-7.44974E+17,0.029626028,1,172.06462 +2544,D64M,0.05851346,5.945154,26/08/2020,-7.44974E+17,0.059041181,3,101.32936 +2545,D64N,0.066365525,3.0438879,26/08/2020,-7.44974E+17,0.064893562,2,50.796738 +2546,D64N; A127T; R148P; S220T; H230Y; H266Y; D287Y,0.003897787,1.7189429,26/08/2020,-7.44974E+17,0.001718382,1,722.02167 +2547,D64N; C75S; S160T,0.006412003,2.460759,26/08/2020,-7.44974E+17,0.003842461,1,558.731 +2548,D64N; G104C; I212F; T242I,0.005121687,2.1202774,26/08/2020,-7.44974E+17,0.002912355,1,625.21954 +2549,D64N; G104S; P133S; S220T,0.002730639,1.6192523,26/08/2020,-7.44974E+17,0.00170392,2,783.4333 +2550,D64N; L151P,0.011452036,3.3082845,26/08/2020,-7.44974E+17,0.008705278,1,386.40994 +2551,D64N; L158I; S220T; L234P,0.003492563,1.4556783,26/08/2020,-7.44974E+17,0.001220077,1,732.68744 +2552,D64N; L76Q,0.004339841,1.8539841,26/08/2020,-7.44974E+17,0.002115494,1,678.6224 +2553,D64N; Q107H; S220T,0.18883812,5.2861834,26/08/2020,-7.44974E+17,0.196555216,1,26.806742 +2554,D64N; S220T; E261V,0.20512585,5.2351794,26/08/2020,-7.44974E+17,0.219995852,1,23.547916 +2555,D64N; T72N; N100I; T121A; V130M; S205R; S220T; E262G; E275K; Q283H,0.00233016,0.85495067,26/08/2020,-7.44974E+17,0.000295138,1,783.6919 +2556,D64N; V66A; V71I; Q107L; G203C; P219H; Y294F,0.002760934,1.0802288,26/08/2020,-7.44974E+17,0.000575975,1,779.1169 +2557,D64P,0.005775239,0.4755488,26/08/2020,-7.44974E+17,0.00534307,3,137.85101 +2558,D64Q,0.10278851,4.6834583,26/08/2020,-7.44974E+17,0.102792445,9,42.039074 +2559,D64R,0.020919604,3.8417532,26/08/2020,-7.44974E+17,0.019355614,2,208.03044 +2560,D64T,0.12612717,2.0565777,26/08/2020,-7.44974E+17,0.126964511,4,15.949421 +2561,D64T; R110H,0.07769472,4.9935117,26/08/2020,-7.44974E+17,0.075615664,1,72.6255 +2562,D64V,0.06576422,2.0837383,26/08/2020,-7.44974E+17,0.064296709,4,33.819107 +2563,D64V; A111T; S114T; R148S; A195V; A197D,0.002679996,0.99942917,26/08/2020,-7.44974E+17,0.000457341,1,762.13873 +2564,D64V; E91D; R110C; L193F; S220T,0.007279836,2.61006,26/08/2020,-7.44974E+17,0.004918653,1,510.0132 +2565,D64V; N102D,0.003283033,1.3784269,26/08/2020,-7.44974E+17,0.000998789,1,755.9343 +2566,D64V; N102K; A127T; L158P; S220T; R274S,0.002753855,1.0974375,26/08/2020,-7.44974E+17,0.000584088,1,750.557 +2567,D64V; Q107R; E153G; S220T; Q263H,0.003658547,1.5902572,26/08/2020,-7.44974E+17,0.001459103,1,733.39667 +2568,D64V; R94L; Q107H; V109E; A195V; F217S,0.002408951,0.9099326,26/08/2020,-7.44974E+17,0.00036737,1,810.8985 +2569,D64V; S220T; G264V,0.012064938,3.3598094,26/08/2020,-7.44974E+17,0.009717061,1,374.62088 +2570,D64V; T179I; M184L; S220T,0.012052082,3.4399948,26/08/2020,-7.44974E+17,0.009482124,1,371.84277 +2571,D64W,0.013726216,2.4978125,26/08/2020,-7.44974E+17,0.013017454,4,199.61884 +2572,D64Y,0.038668763,2.325969,26/08/2020,-7.44974E+17,0.037306837,4,65.57161 +2573,D95A,0.083970435,5.0975,26/08/2020,-7.44974E+17,0.080447378,1,67.69263 +2574,D95A; L269F,0.015134564,3.6858454,26/08/2020,-7.44974E+17,0.01232397,1,320.3252 +2575,D95E,0.20412178,1.5022196,26/08/2020,-7.44974E+17,0.196559087,4,6.54623 +2576,D95E; A197T; Q299K,0.003333667,1.4505064,26/08/2020,-7.44974E+17,0.00124049,1,736.50085 +2577,D95E; A303T,0.36062822,5.523894,26/08/2020,-7.44974E+17,0.397140228,1,10.46617 +2578,D95E; D163N; G215C; S220T,0.047874812,4.639941,26/08/2020,-7.44974E+17,0.045634902,1,112.71942 +2579,D95E; G215A; H230R; S267P,0.001774197,0.5740574,26/08/2020,-7.44974E+17,8.88E-05,1,795.8195 +2580,D95E; I128F; Y186C; L243Q,0.003062124,1.3081604,26/08/2020,-7.44974E+17,0.000975704,1,767.1857 +2581,D95E; L176T; V232D,0.16281407,5.246319,26/08/2020,-7.44974E+17,0.167763687,1,31.593767 +2582,D95E; L243P,0.012056123,3.4016166,26/08/2020,-7.44974E+17,0.009732302,1,382.58783 +2583,D95E; S220T,0.5798537,4.6424723,26/08/2020,-7.44974E+17,0.611730029,3,3.2860982 +2584,V281P,0.002564776,1.0795327,26/08/2020,-7.44974E+17,0.000615239,1,777.54663 +2585,D95E; V141E; L151P; H288R,0.002548561,1.0349306,26/08/2020,-7.44974E+17,0.000566432,1,785.49725 +2586,D95E; V221E,0.051459383,4.7486496,26/08/2020,-7.44974E+17,0.050674385,1,106.26859 +2587,D95E; W115C,0.007033977,2.6410973,26/08/2020,-7.44974E+17,0.004857383,1,521.4032 +2588,D95F,0.013242052,3.820248,26/08/2020,-7.44974E+17,0.011936644,2,328.83786 +2589,D95G,0.13965082,3.7697244,26/08/2020,-7.44974E+17,0.138056469,2,26.163486 +2590,D95G; A111T; L227P,0.016270554,3.817211,26/08/2020,-7.44974E+17,0.013518877,1,302.01382 +2591,D95G; A112V; P171H; S220T; P302T,0.015040525,3.6673405,26/08/2020,-7.44974E+17,0.012981621,1,314.39862 +2592,D95G; E108D; F142Y; G146A; G162V; H285Y,0.001942248,0.603913,26/08/2020,-7.44974E+17,8.96E-05,1,724.164 +2593,D95G; L151Q; A180T; S220T,0.002989729,1.2443947,26/08/2020,-7.44974E+17,0.000860173,1,756.7197 +2594,D95G; L98Q; A149S; A156G; S160T; L176S; H285Q; Q299L,0.002717231,1.1457244,26/08/2020,-7.44974E+17,0.000718709,1,778.9027 +2595,D95G; M129L; G162R,0.003202583,1.3846796,26/08/2020,-7.44974E+17,0.001108049,1,756.47253 +2596,D95G; S220T,0.53129464,5.8236704,26/08/2020,-7.44974E+17,0.61289181,1,5.038342 +2597,D95H,0.15813944,4.0668097,26/08/2020,-7.44974E+17,0.160888717,2,24.150114 +2598,D95H; S220T; T242A,0.5980849,5.584494,26/08/2020,-7.44974E+17,0.716529632,1,3.4979062 +2599,D95H; T157S; S160P; A174E; V232A,0.002091988,0.6725453,26/08/2020,-7.44974E+17,0.000137578,1,716.7901 +2600,D95I,0.014661241,0.48898295,26/08/2020,-7.44974E+17,0.014073627,5,46.500546 +2601,D95K,0.046631593,4.717101,26/08/2020,-7.44974E+17,0.043744646,1,119.454155 +2602,D95L,0.019294875,4.3758535,26/08/2020,-7.44974E+17,0.018866533,3,243.12724 +2603,D95M,0.028053533,3.8140712,26/08/2020,-7.44974E+17,0.0258764,2,152.82555 +2604,D95N; L134G,0.06699264,4.8682256,26/08/2020,-7.44974E+17,0.06487932,1,82.346664 +2605,D95N; N102I; M129T; S220T,0.14164585,5.0524373,26/08/2020,-7.44974E+17,0.14732236,1,35.60917 +2606,D95N; T121S; V141I; Q263L; V276D,0.002822239,1.2242198,26/08/2020,-7.44974E+17,0.00079256,1,800.9074 +2607,D95N; T157S; S220T; L269S; M273K,0.002718581,1.0437353,26/08/2020,-7.44974E+17,0.00049392,1,778.8202 +2608,D95N; V141L; G203S; K236R,0.063247554,4.7957263,26/08/2020,-7.44974E+17,0.063408451,1,86.497314 +2609,D95N; V97I; V135I; M185K,0.004625449,1.9399923,26/08/2020,-7.44974E+17,0.002532778,1,653.4398 +2610,D95N; Y144C; A159S; H183L; S220T,0.013773799,3.5790803,26/08/2020,-7.44974E+17,0.01176198,1,334.2645 +2611,D95P,0.038234983,4.6566854,26/08/2020,-7.44974E+17,0.034483574,1,143.879 +2612,D95S,0.08392764,4.9765224,26/08/2020,-7.44974E+17,0.081405842,2,59.938457 +2613,D95T,0.072520964,5.767098,26/08/2020,-7.44974E+17,0.070801686,2,80.9732 +2614,D95V,0.007516981,2.7227263,26/08/2020,-7.44974E+17,0.005379573,1,505.29202 +2615,D95V; D170H; S220T,0.003503576,1.5087522,26/08/2020,-7.44974E+17,0.00133247,1,741.6811 +2616,D95V; E278K,0.006806113,2.5545475,26/08/2020,-7.44974E+17,0.004666176,1,530.2743 +2617,D95V; F142L; G146C; S205I; S220T,0.003416706,1.4205322,26/08/2020,-7.44974E+17,0.00114382,1,735.93335 +2618,D95V; L119I; S220T; S226F,0.004773896,1.9583972,26/08/2020,-7.44974E+17,0.002368968,1,660.97675 +2619,D95V; L234H,0.002394157,0.93243223,26/08/2020,-7.44974E+17,0.000366638,1,758.5669 +2620,D95V; M129I; L134Q; L158P; R165S; G203D; A228V,0.002706911,1.1089399,26/08/2020,-7.44974E+17,0.000707063,1,773.40936 +2621,D95V; M129I; R137S; A140S; N249S; H255R; P270S,0.002556367,0.90588737,26/08/2020,-7.44974E+17,0.000347591,1,795.89813 +2622,D95V; M184L; S220T,0.007323688,2.6785684,26/08/2020,-7.44974E+17,0.004878402,1,524.68195 +2623,D95V; N178D; S220T; V232D,0.002651467,1.1086279,26/08/2020,-7.44974E+17,0.000541119,1,784.0838 +2624,D95V; N190I; L198R,0.001978235,0.6955432,26/08/2020,-7.44974E+17,0.000141082,1,784.6519 +2625,D95V; P106Q,0.002194363,0.7296718,26/08/2020,-7.44974E+17,0.000187844,1,758.33234 +2626,D95V; P138L; R148P; D152E; A197T; S220T; H230Y,0.003659087,1.5823293,26/08/2020,-7.44974E+17,0.001558829,1,724.6052 +2627,D95V; S220T; A229G; A259S; E261G,0.002479603,0.9663363,26/08/2020,-7.44974E+17,0.000435306,1,784.6092 +2628,D95V; S220T; A259T,0.019965263,3.9644423,26/08/2020,-7.44974E+17,0.017711092,1,249.14407 +2629,D95V; S220T; H230Y,0.021201447,4.042082,26/08/2020,-7.44974E+17,0.019073408,1,244.31245 +2630,D95V; S220T; L246F; A259V; Q299R,0.003072508,1.3177931,26/08/2020,-7.44974E+17,0.000934091,1,762.2548 +2631,D95V; S220T; Q283E; P302R,0.021332314,4.0694513,26/08/2020,-7.44974E+17,0.018624392,1,238.7617 +2632,D95V; T172S; S220T; F297S,0.001741806,0.9876261,26/08/2020,-7.44974E+17,0.000617691,2,860.2058 +2633,D95V; V113L; R137C; G237C; F297V,0.006135647,2.3397093,26/08/2020,-7.44974E+17,0.003474284,1,580.6763 +2634,D95V; V141A,0.004028269,1.6570779,26/08/2020,-7.44974E+17,0.001571806,1,722.2936 +2635,D95V; V141I; F217Y; S220T; D287V; H288L,0.003354425,1.4698462,26/08/2020,-7.44974E+17,0.00125093,1,746.94293 +2636,D95V; V141I; S220T; H230Y; A277S,0.003535291,1.5280702,26/08/2020,-7.44974E+17,0.001419294,1,745.12787 +2637,D95V; V150A; S220T; L253Q,0.002177605,0.847306,26/08/2020,-7.44974E+17,0.000322523,1,828.2867 +2638,D95V; Y123H; G203S,0.005728434,2.2653444,26/08/2020,-7.44974E+17,0.003575795,1,604.89734 +2639,D95W,0.012516421,2.3920636,26/08/2020,-7.44974E+17,0.011697828,3,218.90091 +2640,D95Y,0.09451643,1.8216609,26/08/2020,-7.44974E+17,0.093088614,5,19.5781 +2641,D95Y; L101P; R110H; N178I; T188P; S220T; V281G,0.002953174,1.2562336,26/08/2020,-7.44974E+17,0.000851923,1,767.8043 +2642,D95Y; R148P; S220T; H230Y,0.47207075,5.6130724,26/08/2020,-7.44974E+17,0.529473444,1,6.542186 +2643,D95Y; R96C; L182Q; S220T; K236I,0.002483638,0.8938251,26/08/2020,-7.44974E+17,0.000341399,1,766.8771 +2644,D95Y; R96P; D170Y; T179A; P270Q,0.003107573,1.278932,26/08/2020,-7.44974E+17,0.00093547,1,741.2798 +2645,D95Y; T207S; S220T; H230Y,0.4339049,5.522969,26/08/2020,-7.44974E+17,0.491687433,1,7.456276 +2646,D95Y; V99F,0.002552865,1.1165091,26/08/2020,-7.44974E+17,0.000708363,1,798.5431 +2647,E108A,0.031392127,1.1401651,26/08/2020,-7.44974E+17,0.030170426,5,42.134617 +2648,E108A; V135G; S220T,0.003098531,1.2826914,26/08/2020,-7.44974E+17,0.000856272,1,732.63617 +2649,E108C,0.019709634,3.9756608,26/08/2020,-7.44974E+17,0.017664918,1,258.59976 +2650,E108D,0.052488875,7.5063686,26/08/2020,-7.44974E+17,0.053260127,4,140.65489 +2651,E108D; D152V,0.09514291,5.051389,26/08/2020,-7.44974E+17,0.09650949,1,57.334103 +2652,E108D; L189S; V265L,0.002437043,0.9882774,26/08/2020,-7.44974E+17,0.000462179,1,806.2036 +2653,E108D; R148P; Q194R; S220T; H230Y,0.002901165,1.2798141,26/08/2020,-7.44974E+17,0.000920024,1,751.7586 +2654,E108D; S205C,0.03596046,4.526683,26/08/2020,-7.44974E+17,0.033209223,1,152.91559 +2655,E108D; S220T; R247L,0.15758151,4.6157193,26/08/2020,-7.44974E+17,0.160370409,2,27.102406 +2656,E108D; S220T; S267P,0.009314325,3.095781,26/08/2020,-7.44974E+17,0.007304178,1,446.70038 +2657,E108F,0.015684646,0.91274375,26/08/2020,-7.44974E+17,0.015428778,7,66.35421 +2658,E108G; D118E; S220T; H230Y,0.14539678,5.2524166,26/08/2020,-7.44974E+17,0.146616028,1,36.467182 +2659,E108G; D163E; D170V; G215D,0.001204195,0.6121864,26/08/2020,-7.44974E+17,0.000159357,2,915.1536 +2660,E108G; V150G; M185T; S220T,0.003118596,1.3464143,26/08/2020,-7.44974E+17,0.000946047,1,789.8758 +2661,E108H,0.021006573,4.1037173,26/08/2020,-7.44974E+17,0.018137534,1,242.99428 +2662,E108I,0.007255711,0.9582932,26/08/2020,-7.44974E+17,0.006483361,4,167.84544 +2663,E108K,0.00659342,2.9068336,26/08/2020,-7.44974E+17,0.00609639,3,495.00726 +2664,E108K; F166Y; S220T; Q299R,0.008829874,3.0178244,26/08/2020,-7.44974E+17,0.006423879,1,455.0789 +2665,E108K; G215V,0.00349574,1.5427575,26/08/2020,-7.44974E+17,0.001264827,1,777.7471 +2666,E108K; S220T; A223E; Y239C; N249D; R279C,0.003881214,1.6747282,26/08/2020,-7.44974E+17,0.001707907,1,718.22754 +2667,E108L,0.010352149,1.8645014,26/08/2020,-7.44974E+17,0.009600674,5,201.21725 +2668,E108M,0.044545498,1.2780699,26/08/2020,-7.44974E+17,0.043068271,9,30.099798 +2669,E108N,0.022018675,2.0197077,26/08/2020,-7.44974E+17,0.021728633,8,96.042366 +2670,E108P,0.009260102,1.1519831,26/08/2020,-7.44974E+17,0.008416633,2,184.05865 +2671,E108P; G146C,0.004958343,1.1257232,26/08/2020,-7.44974E+17,0.003771308,2,326.864 +2672,E108Q,0.0770126,0.5976088,26/08/2020,-7.44974E+17,0.079173612,8,8.655976 +2673,E108R,0.007250298,1.0909512,26/08/2020,-7.44974E+17,0.006921824,13,162.31242 +2674,E108S,0.024834028,3.030678,26/08/2020,-7.44974E+17,0.023235368,2,141.10452 +2675,E108T,0.017076556,3.422797,26/08/2020,-7.44974E+17,0.015568151,3,220.70679 +2676,E108V,0.010584188,1.6225877,26/08/2020,-7.44974E+17,0.010132426,10,163.08894 +2677,E108V; A159T; S220T; H288Q,0.004568724,1.9891278,26/08/2020,-7.44974E+17,0.002281062,1,664.0086 +2678,E108V; G215D; S220T; H230Y,0.032602485,4.508189,26/08/2020,-7.44974E+17,0.028425054,1,168.76138 +2679,E108V; L134Q; L243Q; V250E; H288L,0.002937791,1.2344124,26/08/2020,-7.44974E+17,0.000790575,1,751.51514 +2680,E108V; L173P; W216R; S220T; E254G,0.003380303,1.4655821,26/08/2020,-7.44974E+17,0.001146206,1,746.1982 +2681,E108V; R148P; S220T; H230Y,0.011631035,3.3798683,26/08/2020,-7.44974E+17,0.009534922,1,379.211 +2682,E108V; S220T,0.007709106,2.7419186,26/08/2020,-7.44974E+17,0.005402477,1,500.05655 +2683,E108V; S220T; V221L; G264D,0.002924037,1.2905875,26/08/2020,-7.44974E+17,0.000956615,1,760.9932 +2684,E108W,0.005740026,3.3346179,26/08/2020,-7.44974E+17,0.005447669,7,606.8569 +2685,E108W; A112S,0.002641563,1.4400495,26/08/2020,-7.44974E+17,0.001474686,2,754.03827 +2686,E108Y,0.01461118,2.460812,26/08/2020,-7.44974E+17,0.014112772,13,171.88454 +2687,E153A; Q194H; S220T; E275D; N289Y,0.003263778,1.3718357,26/08/2020,-7.44974E+17,0.001032873,1,757.6148 +2688,E153C,0.030035207,5.6789846,26/08/2020,-7.44974E+17,0.029432174,3,195.86304 +2689,E153D; A218E; S220T; A228V,0.10664138,5.0403323,26/08/2020,-7.44974E+17,0.109304725,1,49.541996 +2690,E153D; A231V; G244D,0.00441143,1.881688,26/08/2020,-7.44974E+17,0.00213114,1,676.82355 +2691,E153D; A260S,0.04173272,4.686931,26/08/2020,-7.44974E+17,0.038912213,1,134.51498 +2692,E153D; G162V; I212T; D287V,0.001927489,0.64888954,26/08/2020,-7.44974E+17,0.000117733,1,769.96344 +2693,E153D; S220T; A252P,0.003837835,1.6014276,26/08/2020,-7.44974E+17,0.001518558,1,710.1586 +2694,E153D; T179I; S220T; K236R,0.46988282,5.47952,26/08/2020,-7.44974E+17,0.553021098,1,6.2163806 +2695,E153F,0.019369297,3.9598634,26/08/2020,-7.44974E+17,0.016821642,1,258.5858 +2696,E153G,0.051085662,3.8686588,26/08/2020,-7.44974E+17,0.048215006,2,81.32864 +2697,E153G; A174G; T245A; G264S,0.002870164,1.2624646,26/08/2020,-7.44974E+17,0.000913495,1,777.715 +2698,E153G; A187P; N190D; F217L; S267P,0.00234021,0.901324,26/08/2020,-7.44974E+17,0.000357374,1,810.3286 +2699,E153G; S220T; H230Y; A260P,0.003452406,1.5199156,26/08/2020,-7.44974E+17,0.001280959,1,747.9554 +2700,E153H,0.02206427,5.8916698,26/08/2020,-7.44974E+17,0.021451954,3,278.04987 +2701,E153I,0.036981896,4.034478,26/08/2020,-7.44974E+17,0.03659621,2,120.444374 +2702,E153K,0.034379616,4.9863424,26/08/2020,-7.44974E+17,0.03297706,2,156.74458 +2703,E153K; A159L,0.13762514,5.1747665,26/08/2020,-7.44974E+17,0.142478828,1,37.945713 +2704,E153K; S220T,0.58807015,6.021812,26/08/2020,-7.44974E+17,0.647487218,2,4.0969567 +2705,E153L,0.042166375,3.6764636,26/08/2020,-7.44974E+17,0.040843135,4,89.809204 +2706,E153M,0.0452085,4.470328,26/08/2020,-7.44974E+17,0.043668339,3,101.95981 +2707,E153N,0.052103166,7.346905,26/08/2020,-7.44974E+17,0.051298826,5,137.75217 +2708,E153P,0.005418433,2.5169592,26/08/2020,-7.44974E+17,0.004786117,4,518.36163 +2709,E153Q,0.05753539,8.461614,26/08/2020,-7.44974E+17,0.056783969,4,143.4331 +2710,E153R,0.028735774,5.6935067,26/08/2020,-7.44974E+17,0.027980639,4,202.30653 +2711,E153R; E261Q,0.18032514,1.3457042,26/08/2020,-7.44974E+17,0.178203536,9,6.5266814 +2712,E153S,0.042297043,5.5666413,26/08/2020,-7.44974E+17,0.041690934,2,139.01443 +2713,E153V,0.14518201,1.5314187,26/08/2020,-7.44974E+17,0.139473109,4,10.27021 +2714,E153V; A169S,0.13751845,3.096659,26/08/2020,-7.44974E+17,0.14468271,2,22.332739 +2715,E153V; H154D; V175A; Y177C,0.003891297,1.6729933,26/08/2020,-7.44974E+17,0.001581001,1,689.68835 +2716,E153V; L176I; S220T; T245I,0.002930842,1.7715219,26/08/2020,-7.44974E+17,0.001777806,2,785.9941 +2717,E153V; Y177N; S220T; P240A; Q263H,0.002834815,1.1559284,26/08/2020,-7.44974E+17,0.000641597,1,814.62335 +2718,E153W,0.006373655,2.4653351,26/08/2020,-7.44974E+17,0.004142942,1,540.37366 +2719,E208C,0.11832518,5.181916,26/08/2020,-7.44974E+17,0.118866303,1,45.53157 +2720,E208D,0.24483463,5.336575,26/08/2020,-7.44974E+17,0.258392599,1,18.61321 +2721,E208D; A210T,0.055888914,4.8313217,26/08/2020,-7.44974E+17,0.05456821,1,99.2383 +2722,E208D; S220T,0.66234213,5.6681557,26/08/2020,-7.44974E+17,0.704403613,3,2.7119343 +2723,E208F,0.03335004,5.5595837,26/08/2020,-7.44974E+17,0.031595499,2,179.47592 +2724,E208G; H266R,0.002713009,1.0900295,26/08/2020,-7.44974E+17,0.000547004,1,812.8191 +2725,E208G; K236E,0.05860351,4.8706846,26/08/2020,-7.44974E+17,0.057521195,1,94.62845 +2726,E208G; S220T,0.6151301,5.6238294,26/08/2020,-7.44974E+17,0.674891427,2,3.3499444 +2727,E208G; S220T; A280S,0.028631492,4.3349667,26/08/2020,-7.44974E+17,0.026258977,1,183.47687 +2728,E208G; S220T; G264D,0.024119003,4.2474666,26/08/2020,-7.44974E+17,0.022966952,1,213.4663 +2729,E208H,0.057873607,5.4597588,26/08/2020,-7.44974E+17,0.056516726,4,93.66809 +2730,E208I,0.048651386,4.7325425,26/08/2020,-7.44974E+17,0.045652811,1,115.563675 +2731,E208K,0.30175307,5.4831085,26/08/2020,-7.44974E+17,0.321427368,1,13.971567 +2732,E208K; D287G,0.21913348,5.2063446,26/08/2020,-7.44974E+17,0.240109219,1,21.208227 +2733,E208K; F209I; S220T,0.003934852,1.7556924,26/08/2020,-7.44974E+17,0.001894273,1,693.8736 +2734,E208P,0.004048224,1.767092,26/08/2020,-7.44974E+17,0.001949741,1,696.3534 +2735,E208Q,0.099222645,4.4624505,26/08/2020,-7.44974E+17,0.099836644,2,45.074318 +2736,E208Q; A213T,0.07555518,4.9674916,26/08/2020,-7.44974E+17,0.076971391,1,72.94637 +2737,E208R,0.05476816,4.7479477,26/08/2020,-7.44974E+17,0.052943404,1,101.22279 +2738,E208T,0.050794832,4.6941786,26/08/2020,-7.44974E+17,0.05115244,1,107.05448 +2739,E208V; S220T,0.63031447,5.8176064,26/08/2020,-7.44974E+17,0.764008245,1,3.07294 +2740,E208V; S220T; H230Y,0.67738485,6.161607,26/08/2020,-7.44974E+17,0.81642372,1,2.4663775 +2741,E208V; S220T; P240Q; T245R,0.007717374,2.716427,26/08/2020,-7.44974E+17,0.005192174,1,503.82382 +2742,E208Y,0.045721054,5.3014536,26/08/2020,-7.44974E+17,0.044647698,2,122.25815 +2743,E254C,0.19167465,6.414127,26/08/2020,-7.44974E+17,0.200706454,2,28.798187 +2744,E254D,0.30144328,5.4367437,26/08/2020,-7.44974E+17,0.328235451,1,14.059221 +2745,E254F,0.05563896,6.9655056,26/08/2020,-7.44974E+17,0.055619637,3,124.353714 +2746,E254G,0.17371489,6.302172,26/08/2020,-7.44974E+17,0.177583247,3,31.580982 +2747,E254H,0.16065772,4.7502236,26/08/2020,-7.44974E+17,0.160768314,2,27.14894 +2748,E254N,0.07323873,5.082597,26/08/2020,-7.44974E+17,0.070492476,1,77.28579 +2749,E254Q,0.16836935,5.3097844,26/08/2020,-7.44974E+17,0.168827866,1,30.749815 +2750,E254S,0.14580564,5.1461797,26/08/2020,-7.44974E+17,0.150053152,1,35.15743 +2751,E254T,0.20890187,6.5497675,26/08/2020,-7.44974E+17,0.212111649,2,26.54918 +2752,E254V,0.19103037,5.3379235,26/08/2020,-7.44974E+17,0.196677925,1,25.72582 +2753,E254Y,0.09653244,5.048744,26/08/2020,-7.44974E+17,0.09668295,1,56.635876 +2754,E261A,0.07765746,7.4316015,26/08/2020,-7.44974E+17,0.07797285,3,92.92365 +2755,E261C,0.064063996,5.0319533,26/08/2020,-7.44974E+17,0.061013762,1,89.0032 +2756,E261D,0.123166345,3.041322,26/08/2020,-7.44974E+17,0.118939874,2,25.10133 +2757,E261F,0.054440767,5.692607,26/08/2020,-7.44974E+17,0.05393118,3,105.04406 +2758,E261G,0.065886095,4.793199,26/08/2020,-7.44974E+17,0.066632776,1,82.42929 +2759,E261H,0.087259404,6.1857142,26/08/2020,-7.44974E+17,0.085437143,2,70.155914 +2760,E261I,0.06472793,6.089398,26/08/2020,-7.44974E+17,0.062957104,2,95.35624 +2761,E261K,0.10545844,3.1644444,26/08/2020,-7.44974E+17,0.102971809,3,29.80639 +2762,E261K; F297I,0.018768229,4.048503,26/08/2020,-7.44974E+17,0.016359549,1,269.2049 +2763,E261L,0.04284252,4.539504,26/08/2020,-7.44974E+17,0.041762472,1,123.32749 +2764,E261M,0.05791148,5.357679,26/08/2020,-7.44974E+17,0.058787736,3,93.04962 +2765,E261N,0.05310056,5.012349,26/08/2020,-7.44974E+17,0.051188459,2,99.655205 +2766,E261P,0.006642586,1.3041043,26/08/2020,-7.44974E+17,0.00556396,2,278.53433 +2767,E261Q,0.1333784,5.1938033,26/08/2020,-7.44974E+17,0.136208303,1,39.650562 +2768,E261Q; A303K; S304A,0.44351804,4.2899623,26/08/2020,-7.44974E+17,0.441400477,50,5.3880644 +2769,E261Q; K298Q,0.078163326,2.1153028,26/08/2020,-7.44974E+17,0.077204641,82,25.111803 +2770,E261Q; S301K,0.108629115,2.0155542,26/08/2020,-7.44974E+17,0.108304617,32,16.792755 +2771,E261Q; S304K,0.45386595,4.194782,26/08/2020,-7.44974E+17,0.456666161,56,5.053778 +2772,E261Q; V281I,0.4717428,5.360027,26/08/2020,-7.44974E+17,0.471993815,61,6.0035286 +2773,E261R,0.08892273,5.04354,26/08/2020,-7.44974E+17,0.087756602,3,55.341953 +2774,E261T,0.092805095,5.4068084,26/08/2020,-7.44974E+17,0.091436368,3,56.31908 +2775,E261V,0.052010823,6.8845463,26/08/2020,-7.44974E+17,0.051718024,3,131.90627 +2776,E261W,0.05833811,4.8177614,26/08/2020,-7.44974E+17,0.055208002,2,86.84771 +2777,E261Y,0.056288153,6.351486,26/08/2020,-7.44974E+17,0.055982073,3,112.24641 +2778,E262A,0.069916084,5.9568233,26/08/2020,-7.44974E+17,0.067510549,2,86.28962 +2779,E262C,0.025226923,8.015239,26/08/2020,-7.44974E+17,0.024772874,5,318.77875 +2780,E262D,0.13181518,4.8078084,26/08/2020,-7.44974E+17,0.131339864,7,32.549156 +2781,E262F,0.031008517,5.979525,26/08/2020,-7.44974E+17,0.030802795,3,198.33623 +2782,E262G,0.03947841,4.541958,26/08/2020,-7.44974E+17,0.039003926,1,136.32806 +2783,E262H,0.023450032,5.198011,26/08/2020,-7.44974E+17,0.022120367,2,240.86632 +2784,E262K,0.004682873,2.5382645,26/08/2020,-7.44974E+17,0.003853478,3,621.22736 +2785,E262L,0.019262318,4.944482,26/08/2020,-7.44974E+17,0.018146625,2,280.64322 +2786,E262M,0.050130874,4.7663503,26/08/2020,-7.44974E+17,0.047246181,1,109.56329 +2787,E262R,0.003866303,2.5883522,26/08/2020,-7.44974E+17,0.003234392,4,742.9125 +2788,E262S,0.048549633,6.1078553,26/08/2020,-7.44974E+17,0.047510957,4,125.46941 +2789,E262T,0.02512848,4.0994964,26/08/2020,-7.44974E+17,0.022946115,1,203.71004 +2790,E262V,0.019771684,3.8106093,26/08/2020,-7.44974E+17,0.018422956,2,218.38309 +2791,E262V; R274H,0.010586478,3.255628,26/08/2020,-7.44974E+17,0.008208877,1,399.58566 +2792,E262V; V281I,0.011138168,3.3119073,26/08/2020,-7.44974E+17,0.008445877,1,396.97446 +2793,E262V; Y294D; Q299H,0.002189759,0.78186214,26/08/2020,-7.44974E+17,0.000234686,1,730.8639 +2794,E262W,0.021541435,5.138418,26/08/2020,-7.44974E+17,0.019888567,2,261.44983 +2795,E268A,0.06922152,4.9168057,26/08/2020,-7.44974E+17,0.068593871,1,79.15768 +2796,E268C,0.043835327,5.7957964,26/08/2020,-7.44974E+17,0.042936728,2,138.4106 +2797,E268D,0.058677744,5.370313,26/08/2020,-7.44974E+17,0.056902381,2,94.69014 +2798,E268F,0.002097796,1.9272469,26/08/2020,-7.44974E+17,0.001443881,4,1061.007 +2799,E268H,0.044094354,4.655923,26/08/2020,-7.44974E+17,0.042392001,2,112.93373 +2800,E268I,0.006895804,2.5529876,26/08/2020,-7.44974E+17,0.004563703,1,537.336 +2801,E268K,0.047430404,7.474917,26/08/2020,-7.44974E+17,0.046701421,4,155.81982 +2802,E268L,0.030430073,4.378217,26/08/2020,-7.44974E+17,0.028499792,1,175.60074 +2803,E268M,0.048327703,4.623678,26/08/2020,-7.44974E+17,0.0475911,2,101.16324 +2804,E268N,0.018060135,4.419944,26/08/2020,-7.44974E+17,0.016777351,2,273.98624 +2805,E268P,0.00182801,1.2420229,26/08/2020,-7.44974E+17,0.001062438,3,875.108 +2806,E268Q,0.06490239,4.8544707,26/08/2020,-7.44974E+17,0.062858026,1,86.50737 +2807,E275A; V281F,0.011548552,3.3300145,26/08/2020,-7.44974E+17,0.009291133,1,388.70004 +2808,E275C; A277T,0.002567231,1.0234697,26/08/2020,-7.44974E+17,0.000434789,1,775.5494 +2809,E275D,0.062150095,7.0974464,26/08/2020,-7.44974E+17,0.060984589,3,112.71615 +2810,E275D; R279S,0.028171167,4.2983537,26/08/2020,-7.44974E+17,0.025440685,1,185.70816 +2811,E275F,0.036574874,6.6165204,26/08/2020,-7.44974E+17,0.035637679,3,184.95387 +2812,E275G,0.10089483,5.1249237,26/08/2020,-7.44974E+17,0.099643508,1,53.788635 +2813,E275H,0.0663414,4.94386,26/08/2020,-7.44974E+17,0.063453287,1,84.009026 +2814,E275K,0.053489216,4.698095,26/08/2020,-7.44974E+17,0.052104934,1,101.54057 +2815,E275L,0.04956503,7.417456,26/08/2020,-7.44974E+17,0.049223415,4,147.62347 +2816,E275M,0.056093536,6.6433883,26/08/2020,-7.44974E+17,0.054795613,3,118.42143 +2817,E275N,0.05656865,4.81647,26/08/2020,-7.44974E+17,0.055339803,1,98.41581 +2818,E275P,0.001374845,1.128485,26/08/2020,-7.44974E+17,0.000626983,3,1083.2538 +2819,E275Q,0.057949748,4.8104286,26/08/2020,-7.44974E+17,0.05522104,1,95.47881 +2820,E275R,0.07048315,6.5419197,26/08/2020,-7.44974E+17,0.070116756,3,90.80158 +2821,E275S,0.04449962,4.719251,26/08/2020,-7.44974E+17,0.04282616,1,124.18823 +2822,E275V,0.18998976,1.3747233,26/08/2020,-7.44974E+17,0.194610976,3,6.977283 +2823,E275W,0.004738551,2.5472105,26/08/2020,-7.44974E+17,0.003576455,2,653.2886 +2824,E275W; A277P,0.002509133,1.0546193,26/08/2020,-7.44974E+17,0.000586514,1,810.8743 +2825,E275Y,0.059522044,5.6427126,26/08/2020,-7.44974E+17,0.05824517,2,98.62329 +2826,E278A,0.13571258,6.304897,26/08/2020,-7.44974E+17,0.137320715,3,42.229507 +2827,E278C,0.05971789,4.8197064,26/08/2020,-7.44974E+17,0.059133451,1,92.69192 +2828,E278D,0.06888521,6.973693,26/08/2020,-7.44974E+17,0.068775116,3,98.97163 +2829,E278F,0.046203095,4.704008,26/08/2020,-7.44974E+17,0.043058456,1,120.82873 +2830,E278G,0.09946217,6.6562138,26/08/2020,-7.44974E+17,0.099086718,3,63.41669 +2831,E278G; G284D,0.003457019,1.4300253,26/08/2020,-7.44974E+17,0.001068259,1,723.5371 +2832,E278H,0.05180728,4.6723523,26/08/2020,-7.44974E+17,0.052369695,1,104.217186 +2833,E278I,0.04797098,4.6607037,26/08/2020,-7.44974E+17,0.045322575,1,115.166664 +2834,E278K,0.15059924,1.4529845,26/08/2020,-7.44974E+17,0.147117786,4,9.372765 +2835,E278L,0.13235876,2.2250197,26/08/2020,-7.44974E+17,0.138010943,3,16.47445 +2836,E278M,0.10399011,5.153355,26/08/2020,-7.44974E+17,0.101573297,1,53.27393 +2837,E278N,0.035083923,4.529203,26/08/2020,-7.44974E+17,0.032636351,1,155.01605 +2838,E278P,0.001258022,1.4625003,26/08/2020,-7.44974E+17,0.000723501,5,1354.3309 +2839,E278Q,0.14011313,5.1861997,26/08/2020,-7.44974E+17,0.142420441,1,37.396873 +2840,E278R,0.046954215,4.583621,26/08/2020,-7.44974E+17,0.046690011,1,114.54616 +2841,E278S,0.09892616,5.799385,26/08/2020,-7.44974E+17,0.097699595,2,57.747513 +2842,E278T,0.06842531,4.8362093,26/08/2020,-7.44974E+17,0.067272054,1,79.867355 +2843,E278V,0.12334643,5.101195,26/08/2020,-7.44974E+17,0.12587705,1,42.419365 +2844,E278W,0.05346495,5.520189,26/08/2020,-7.44974E+17,0.052868658,4,103.15395 +2845,E278Y,0.06959265,5.335251,26/08/2020,-7.44974E+17,0.068037733,2,78.50548 +2846,E295A,0.009141221,3.2781193,26/08/2020,-7.44974E+17,0.008340308,3,396.43887 +2847,E295C,0.012484293,4.2112403,26/08/2020,-7.44974E+17,0.011204946,2,383.8633 +2848,E295D,0.044496782,2.1851127,26/08/2020,-7.44974E+17,0.043577331,3,54.6347 +2849,E295G,0.001642925,1.00672,26/08/2020,-7.44974E+17,0.000530103,2,918.9011 +2850,E295H,0.009117421,4.458319,26/08/2020,-7.44974E+17,0.008208788,3,527.7659 +2851,E295I,0.003040025,1.2590255,26/08/2020,-7.44974E+17,0.000822787,1,755.10754 +2852,E295K,0.001955276,1.1908375,26/08/2020,-7.44974E+17,0.000791683,2,888.13525 +2853,E295L,0.002459758,1.4916434,26/08/2020,-7.44974E+17,0.001272709,2,842.5737 +2854,E295N,0.017622776,4.789789,26/08/2020,-7.44974E+17,0.016143236,2,300.9526 +2855,E295P,0.001987822,0.72698057,26/08/2020,-7.44974E+17,0.000170633,1,771.27545 +2856,E295Q,0.017239474,4.000784,26/08/2020,-7.44974E+17,0.016083441,2,260.78674 +2857,E295S,0.016549712,4.127189,26/08/2020,-7.44974E+17,0.015247282,3,269.37646 +2858,E295T,0.026401805,4.2502713,26/08/2020,-7.44974E+17,0.023318379,1,199.52632 +2859,E295V,0.007563666,4.1043677,26/08/2020,-7.44974E+17,0.007042168,5,567.7465 +2860,E295Y,0.002992764,2.142358,26/08/2020,-7.44974E+17,0.002252204,3,839.90936 +2861,E29A,0.035743847,5.506868,26/08/2020,-7.44974E+17,0.034741332,2,163.76624 +2862,E29A; S220T; I256N,0.003219557,1.3778664,26/08/2020,-7.44974E+17,0.001037621,1,737.8452 +2863,E29C,0.012514305,3.9050474,26/08/2020,-7.44974E+17,0.011133277,2,351.6451 +2864,E29D,0.03134973,7.501591,26/08/2020,-7.44974E+17,0.031170577,4,240.55676 +2865,E29D; A111T; P132L; L181S; S205G; A218T; L222M; R279C,0.002739378,1.1624347,26/08/2020,-7.44974E+17,0.000768432,1,774.6559 +2866,E29D; A112D; E153G; S160P; S220T; N289D,0.003369149,1.4613863,26/08/2020,-7.44974E+17,0.001153523,1,742.57697 +2867,E29D; A59S,0.27534077,5.36283,26/08/2020,-7.44974E+17,0.300497061,1,15.954139 +2868,E29D; A65T; V71G; L93P; L101P; L151P; H288Q,0.003114883,1.3452245,26/08/2020,-7.44974E+17,0.001016718,1,751.48145 +2869,E29D; A68T; N178Y; G203A; V221E; H285R,0.002499507,1.0256754,26/08/2020,-7.44974E+17,0.000501192,1,793.05884 +2870,E29D; A80G; V130A; S220T; A277T,0.002814916,1.2163434,26/08/2020,-7.44974E+17,0.000822133,1,763.58514 +2871,E29D; F86L; G215S; S220T; H230Y; A277V,0.008309089,2.8876987,26/08/2020,-7.44974E+17,0.005717662,1,482.01855 +2872,E29D; G50D; E268K,0.021612685,4.108831,26/08/2020,-7.44974E+17,0.019676922,1,233.48915 +2873,E29D; H183Q,0.017977713,3.8786309,26/08/2020,-7.44974E+17,0.015549388,1,274.06757 +2874,E29D; I256F,0.002416875,0.9319218,26/08/2020,-7.44974E+17,0.000429645,1,792.01416 +2875,E29D; K34E; E153V; S220T,0.004392961,1.8637048,26/08/2020,-7.44974E+17,0.002101794,1,681.0025 +2876,E29D; L119H; S220T; V265E,0.00336048,1.4319549,26/08/2020,-7.44974E+17,0.001259772,1,735.7953 +2877,E29D; L124F; R148P; S220T; H230Y,0.016379597,3.8906274,26/08/2020,-7.44974E+17,0.013666517,1,300.384 +2878,E29D; L51P; I62N; H183R; Y186C; S220T,0.002396003,0.8929361,26/08/2020,-7.44974E+17,0.000328616,1,764.7264 +2879,E29D; L98Q; D139E; R165H; S220T,0.004715436,1.9830304,26/08/2020,-7.44974E+17,0.002623659,1,631.859 +2880,E29D; N77I; D118E; A259E,0.002420244,1.0136529,26/08/2020,-7.44974E+17,0.000532011,1,801.707 +2881,E29D; Q107L; Q194H; V250L,0.04002535,4.70322,26/08/2020,-7.44974E+17,0.037741661,1,139.30531 +2882,E29D; R137P; Y144H; D233E,0.002170511,1.1782039,26/08/2020,-7.44974E+17,0.001056953,2,803.1811 +2883,E29D; S220T,0.38494182,5.316352,26/08/2020,-7.44974E+17,0.445797331,1,9.066292 +2884,E29D; S220T; A228V,0.10343944,5.0918536,26/08/2020,-7.44974E+17,0.100649292,1,52.932976 +2885,E29D; S220T; F297S,0.003497688,1.4909228,26/08/2020,-7.44974E+17,0.001185946,1,770.5504 +2886,E29D; S220T; F297Y,0.0228032,5.1799273,26/08/2020,-7.44974E+17,0.020665348,2,248.79755 +2887,E29D; S220T; M273V; V293D,0.002479236,0.9144184,26/08/2020,-7.44974E+17,0.000345877,1,787.60345 +2888,E29D; S220T; V221M,0.36374372,5.373459,26/08/2020,-7.44974E+17,0.402507416,1,9.999676 +2889,E29D; T38A,0.004058284,1.7234708,26/08/2020,-7.44974E+17,0.001697015,1,722.3738 +2890,E29D; T81I; S220T; P302L,0.05232833,5.2846155,26/08/2020,-7.44974E+17,0.049615891,2,105.63318 +2891,E29D; V141I; A213T; V250M; A277T; F297I,0.001628296,0.50477844,26/08/2020,-7.44974E+17,5.07E-05,1,737.76746 +2892,E29F,0.013661729,2.9928942,26/08/2020,-7.44974E+17,0.013311657,7,227.59679 +2893,E29G,0.10519804,1.3528327,26/08/2020,-7.44974E+17,0.100737592,4,13.508282 +2894,E29G; A53V; D118V; A159T; S220T; H271Y; P300S,0.00949233,3.0092087,26/08/2020,-7.44974E+17,0.007085045,1,435.7813 +2895,E29G; A65S; N102D,0.007083064,2.5944757,26/08/2020,-7.44974E+17,0.004893366,1,519.9796 +2896,E29G; D64V; E153D; G203D; G215S,0.008040558,2.82855,26/08/2020,-7.44974E+17,0.005857937,1,490.46762 +2897,E29G; I62F; T121M; L124P; G203D; K298R,0.002403252,0.95003676,26/08/2020,-7.44974E+17,0.000429971,1,764.26807 +2898,E29G; L31F; S57T; M82T; L119H; M129K; L234P; N238I; P300S,0.00431536,1.8415438,26/08/2020,-7.44974E+17,0.001996571,1,683.83014 +2899,E29G; N289S,0.08666024,0.5219215,26/08/2020,-7.44974E+17,0.072469972,10,6.479346 +2900,E29G; S67C,0.03930251,4.523395,26/08/2020,-7.44974E+17,0.037584251,1,137.4462 +2901,E29G; S69P; D118N; Y123C; S220T,0.003900484,1.6471331,26/08/2020,-7.44974E+17,0.001573343,1,698.5308 +2902,E29G; W41C; R94H; R148P; S220T; H230Y,0.003041536,1.3336172,26/08/2020,-7.44974E+17,0.001106822,1,772.5067 +2903,E29H,0.03630637,5.4336514,26/08/2020,-7.44974E+17,0.034429373,2,159.70312 +2904,E29I,0.006161157,2.3637862,26/08/2020,-7.44974E+17,0.003965316,1,550.0681 +2905,E29I; V281F,0.004555946,1.9174604,26/08/2020,-7.44974E+17,0.002335375,1,650.0881 +2906,E29K,0.20357706,2.9347637,26/08/2020,-7.44974E+17,0.206257181,3,12.521571 +2907,E29K; A159T; M273V,0.003784154,1.6115088,26/08/2020,-7.44974E+17,0.001396894,1,718.3988 +2908,E29K; A213D; A260T,0.003711625,1.557407,26/08/2020,-7.44974E+17,0.001341383,1,742.85944 +2909,E29K; R148P; S220T,0.6574367,5.698254,26/08/2020,-7.44974E+17,0.813942917,1,2.5506263 +2910,E29K; S57P; L151P,0.00303929,1.2614937,26/08/2020,-7.44974E+17,0.000811783,1,768.5832 +2911,E29K; T39S; A127G; D139G; R148P; S220T; H230Y,0.003952652,1.6971732,26/08/2020,-7.44974E+17,0.001736065,1,694.78735 +2912,E29K; Y177F; I212T,0.11807244,1.0924681,26/08/2020,-7.44974E+17,0.103440801,10,8.861081 +2913,E29L,0.015168559,3.7453074,26/08/2020,-7.44974E+17,0.01486213,6,254.95926 +2914,E29P,0.001683049,0.6658078,26/08/2020,-7.44974E+17,0.001241952,5,522.02966 +2915,E29Q; A33S; S220T; L246P,0.003672419,1.5467563,26/08/2020,-7.44974E+17,0.001437426,1,714.47437 +2916,E29R,0.04746609,5.871231,26/08/2020,-7.44974E+17,0.045497879,2,129.35457 +2917,E29S,0.060086142,4.748425,26/08/2020,-7.44974E+17,0.059258315,1,90.05914 +2918,E29T,0.039870482,5.6445603,26/08/2020,-7.44974E+17,0.03879397,2,150.68152 +2919,E29V,0.005960051,4.000283,26/08/2020,-7.44974E+17,0.005401678,5,706.40356 +2920,E29V; A159T; E262K,0.002202074,0.8459573,26/08/2020,-7.44974E+17,0.000277898,1,792.81396 +2921,E29V; A53V; E268D,0.003059476,1.2724303,26/08/2020,-7.44974E+17,0.000851712,1,741.49414 +2922,E29V; A89T; L98Q; P171H; L243V; E295Q,0.002585565,1.0405339,26/08/2020,-7.44974E+17,0.000518553,1,764.15625 +2923,E29V; D147G; S220T,0.002344184,1.4130145,26/08/2020,-7.44974E+17,0.001136492,2,851.6727 +2924,E29V; E91A; L193P; L269M,0.003202186,1.3408419,26/08/2020,-7.44974E+17,0.001010698,1,743.069 +2925,E29V; G50A; G215S; S220T,0.029048175,4.3735685,26/08/2020,-7.44974E+17,0.025864351,1,186.53433 +2926,E29V; L119F,0.002835873,1.1429521,26/08/2020,-7.44974E+17,0.000631694,1,800.2843 +2927,E29V; M185T,0.005319415,2.1081853,26/08/2020,-7.44974E+17,0.00267967,1,621.12085 +2928,E29V; N102D; S145W,0.00266292,1.0528954,26/08/2020,-7.44974E+17,0.000597222,1,813.1521 +2929,E29V; Q194L; S220T; A259V,0.010119732,3.1273527,26/08/2020,-7.44974E+17,0.007407369,1,415.0134 +2930,E29V; Q54R; P106Q; R148C; S220T; Q283E,0.002576934,1.047271,26/08/2020,-7.44974E+17,0.000553088,1,792.23206 +2931,E29V; R148H; M273I,0.002394324,0.9788219,26/08/2020,-7.44974E+17,0.000494095,1,773.06366 +2932,E29V; R148P; S220T; H230Y,0.04047848,4.529224,26/08/2020,-7.44974E+17,0.03893618,1,130.98495 +2933,E29V; S117P; D125E; G146D; A195S; L214P; R247G,0.002866444,1.1527389,26/08/2020,-7.44974E+17,0.000628676,1,783.0215 +2934,E29V; S220T; D233V; N251D,0.003134519,1.4039718,26/08/2020,-7.44974E+17,0.001106644,1,758.0863 +2935,E29V; S220T; S225P; N251K; V293D,0.002624105,1.0277525,26/08/2020,-7.44974E+17,0.000520557,1,793.77783 +2936,E29V; S220T; V250M,0.015858615,3.7448802,26/08/2020,-7.44974E+17,0.013845179,1,297.77567 +2937,E29V; W115C; P133H; N238I; Q283L,0.002138653,0.8603112,26/08/2020,-7.44974E+17,0.000317606,1,862.3421 +2938,E29V; Y123D; L143W; F166I; I256N,0.003297645,1.3435913,26/08/2020,-7.44974E+17,0.000914137,1,748.1206 +2939,E29W,0.010079023,4.7682924,26/08/2020,-7.44974E+17,0.009476937,3,505.28824 +2940,E29Y,0.01513877,3.6787698,26/08/2020,-7.44974E+17,0.012920273,1,310.8156 +2941,E46D,0.35920158,1.0553391,26/08/2020,-7.44974E+17,0.409165939,8,1.9585938 +2942,E46D; A195S; S220T; L253Q,0.002747757,1.1870844,26/08/2020,-7.44974E+17,0.00077555,1,797.8031 +2943,E46D; A213V; Y290N; Q299R,0.002523019,1.0390575,26/08/2020,-7.44974E+17,0.000522831,1,795.16656 +2944,E46D; A68T; D147N,0.023643276,4.195593,26/08/2020,-7.44974E+17,0.021083653,1,216.9117 +2945,E46D; C75S; M129V,0.004990413,2.073222,26/08/2020,-7.44974E+17,0.00252964,1,646.62604 +2946,E46D; H230Y,0.14246365,0.7218585,26/08/2020,-7.44974E+17,0.125074424,10,4.8328156 +2947,E46D; I212N; S220T; P300Q,0.08519745,4.9310727,26/08/2020,-7.44974E+17,0.08645327,1,63.278614 +2948,E46D; I73N; H288R,0.05996197,0.23947215,26/08/2020,-7.44974E+17,0.05449858,10,4.9810886 +2949,E46D; L98P,0.0076519,2.7337868,26/08/2020,-7.44974E+17,0.005040763,1,514.06976 +2950,E46D; S220T,0.550719,5.879981,26/08/2020,-7.44974E+17,0.645530125,1,4.599276 +2951,E46D; S67C; S145L; S220T,0.003452202,1.4333005,26/08/2020,-7.44974E+17,0.001157375,1,732.9861 +2952,V281Q,0.051889822,4.8875556,26/08/2020,-7.44974E+17,0.047417742,1,109.90665 +2953,E46D; S67G; A127V; M184T; A231V,0.002571985,1.0438737,26/08/2020,-7.44974E+17,0.000545472,1,781.6446 +2954,E46D; S67N; A92V; L101Q; H230R,0.002628266,1.0428255,26/08/2020,-7.44974E+17,0.000520954,1,780.2032 +2955,E46D; T81S; A156V; A218V; S220T; E295D,0.15895595,5.2460613,26/08/2020,-7.44974E+17,0.158235313,1,32.11611 +2956,E46D; V130M; R148P; S220T; H230Y; T245S,0.004317277,1.8641669,26/08/2020,-7.44974E+17,0.002012803,1,675.14276 +2957,E46D; V71I; E153G; S220T; V276D; Y294H,0.003017321,1.2247272,26/08/2020,-7.44974E+17,0.000699237,1,774.59515 +2958,E46F,0.048053928,5.7303953,26/08/2020,-7.44974E+17,0.047724179,4,118.80414 +2959,E46G,0.093392156,4.8292704,26/08/2020,-7.44974E+17,0.090861264,2,51.821545 +2960,E46G; A156T; S220T,0.6477989,5.988585,26/08/2020,-7.44974E+17,0.777897559,1,2.8641212 +2961,E46G; A48T; S117T; D118V; G146A,0.001719198,1.0514225,26/08/2020,-7.44974E+17,0.000613756,2,948.3964 +2962,E46G; D118E; P224L; H266L,0.004497745,1.9069281,26/08/2020,-7.44974E+17,0.002055768,1,688.37866 +2963,E46G; D95V; S220T; P270S,0.0043979,1.8450773,26/08/2020,-7.44974E+17,0.002063867,1,697.7635 +2964,E46G; F142Y; S220T,0.1022827,5.1194735,26/08/2020,-7.44974E+17,0.103353232,1,53.37415 +2965,E46G; F86I; I128T; E153D; S220T; G241C; G244S,0.003075264,1.3382703,26/08/2020,-7.44974E+17,0.000956912,1,767.3723 +2966,E46G; L134P; D152V; M184K,0.004261422,1.7921038,26/08/2020,-7.44974E+17,0.00190467,1,659.1632 +2967,E46G; P106S; M129R; S220T; A228T; R247C; H288Y,0.003120082,1.2024406,26/08/2020,-7.44974E+17,0.000694117,1,791.81915 +2968,E46G; Q54H; L101R,0.002299927,0.9009112,26/08/2020,-7.44974E+17,0.000302862,1,786.7486 +2969,E46G; R148P; A206T; S220T; H230Y,0.5743693,5.8854694,26/08/2020,-7.44974E+17,0.666343448,1,4.1351333 +2970,E46G; S57P; S220T,0.016924948,3.787407,26/08/2020,-7.44974E+17,0.014226674,1,286.7059 +2971,E46G; S61A; Y144N; V204M,0.00242384,0.8830587,26/08/2020,-7.44974E+17,0.000308583,1,761.0671 +2972,E46G; V52M; V97A; L158R; A228S,0.001825264,0.58416736,26/08/2020,-7.44974E+17,8.73E-05,1,744.7359 +2973,E46G; Y83F; L167F; M184L; S220T; H266R,0.004082081,1.748618,26/08/2020,-7.44974E+17,0.001816338,1,713.67847 +2974,E46H,0.043083467,4.6766014,26/08/2020,-7.44974E+17,0.040669786,1,128.22812 +2975,E46I,0.03721413,4.576009,26/08/2020,-7.44974E+17,0.033675248,1,147.39534 +2976,E46K,0.04363023,4.641892,26/08/2020,-7.44974E+17,0.041678574,1,124.86481 +2977,E46K; R148P; M184I; S220T; H230Y,0.30092403,5.304088,26/08/2020,-7.44974E+17,0.342629075,1,13.599154 +2978,E46K; V113I; S160T; P171L; S220T; L227P,0.003576763,1.525069,26/08/2020,-7.44974E+17,0.001405975,1,739.5258 +2979,E46L,0.038203515,5.2403164,26/08/2020,-7.44974E+17,0.037173474,3,141.83263 +2980,E46M,0.02341045,4.156621,26/08/2020,-7.44974E+17,0.022067865,1,222.6312 +2981,E46N,0.06887733,5.4885187,26/08/2020,-7.44974E+17,0.069122667,3,79.50185 +2982,E46P,0.023571512,4.2359095,26/08/2020,-7.44974E+17,0.021346078,1,221.48532 +2983,E46Q,0.051342648,4.7875957,26/08/2020,-7.44974E+17,0.048105331,1,109.37492 +2984,E46R,0.07137628,4.399822,26/08/2020,-7.44974E+17,0.070691862,4,60.84631 +2985,E46S,0.116019525,3.926072,26/08/2020,-7.44974E+17,0.117031697,5,31.454124 +2986,E46T,0.08723383,5.177854,26/08/2020,-7.44974E+17,0.086784194,2,59.960155 +2987,E46V,0.027671158,4.2485447,26/08/2020,-7.44974E+17,0.025882333,1,190.0412 +2988,E46V; A229V,0.007032553,2.6737192,26/08/2020,-7.44974E+17,0.004550279,1,531.6587 +2989,E46V; E91G; Q107R; G126D; S220T; A260T,0.003480943,1.4940631,26/08/2020,-7.44974E+17,0.001221306,1,741.79315 +2990,E46V; G50D; V71D; R94H; V113I; D211V; E261R,0.004539048,1.8950491,26/08/2020,-7.44974E+17,0.002247127,1,682.9286 +2991,E46V; H154Y,0.07641378,4.929719,26/08/2020,-7.44974E+17,0.075134562,1,71.30464 +2992,E46V; Q54L; M248K,0.002496474,1.003989,26/08/2020,-7.44974E+17,0.000507661,1,792.34235 +2993,E46V; S220T,0.35207918,5.494157,26/08/2020,-7.44974E+17,0.390049775,1,10.931165 +2994,E46V; S67R; L76P; P106L; V109A; S267P; S301T,0.003463545,1.5509437,26/08/2020,-7.44974E+17,0.001334966,1,749.8413 +2995,E46W,0.056497723,4.822017,26/08/2020,-7.44974E+17,0.054561151,1,98.4906 +2996,E46Y,0.039023858,7.370686,26/08/2020,-7.44974E+17,0.038152814,5,186.80702 +2997,E46Y; F209S,0.006673426,2.520205,26/08/2020,-7.44974E+17,0.004301448,1,550.5545 +2998,E84A,0.04764558,4.00076,26/08/2020,-7.44974E+17,0.046987582,3,87.4196 +2999,E84A; R90S; S220T; V276D,0.002019935,1.2254343,26/08/2020,-7.44974E+17,0.000852528,2,908.2109 +3000,E84C,0.012920145,4.365228,26/08/2020,-7.44974E+17,0.011307032,2,377.5348 +3001,E84D,0.13996989,5.179567,26/08/2020,-7.44974E+17,0.144531645,1,37.675007 +3002,E84D; A213V; G244V,0.002870764,1.1251835,26/08/2020,-7.44974E+17,0.000581873,1,798.6611 +3003,E84D; D118E; S220T,0.6499655,5.804426,26/08/2020,-7.44974E+17,0.786526487,1,2.734504 +3004,E84D; I128N; F217I; S220T,0.001748995,1.072913,26/08/2020,-7.44974E+17,0.00062844,2,923.65656 +3005,E84D; L158P; S220T,0.002628635,1.1195874,26/08/2020,-7.44974E+17,0.000628879,1,791.75977 +3006,E84D; L98Q; Q107L,0.001952233,0.71545476,26/08/2020,-7.44974E+17,0.000167341,1,796.2935 +3007,E84D; P106Q,0.005435878,2.2259018,26/08/2020,-7.44974E+17,0.003087509,1,617.61523 +3008,E84D; R137H; G168R; D170N; E254G,0.00281768,1.1786056,26/08/2020,-7.44974E+17,0.000669155,1,784.73755 +3009,E84D; R148P; S220T; H230Y,0.5126657,1.2225618,26/08/2020,-7.44974E+17,0.605374086,10,1.1549562 +3010,E84D; S220T; V265A; A296T,0.05941215,4.8567023,26/08/2020,-7.44974E+17,0.057355071,1,94.3345 +3011,E84D; T121M; D139V,0.005580788,2.242705,26/08/2020,-7.44974E+17,0.003318504,1,596.1458 +3012,E84D; V99A; S220T,0.002308934,0.94608974,26/08/2020,-7.44974E+17,0.000419408,1,794.02563 +3013,E84F,0.006860413,2.5926082,26/08/2020,-7.44974E+17,0.004673168,1,525.39984 +3014,E84G,0.04121756,1.8914853,26/08/2020,-7.44974E+17,0.040275683,4,50.65284 +3015,E84G; R148L; A149E; Q194H; S220T; H230Y; F297L,0.49806535,5.5551257,26/08/2020,-7.44974E+17,0.57996793,1,5.5568886 +3016,E84G; S220T,0.30174223,2.5975418,26/08/2020,-7.44974E+17,0.319436583,2,6.7617393 +3017,E84G; V97D; W115R; P138Q; S220T; D287V,0.003337872,1.4368502,26/08/2020,-7.44974E+17,0.001142498,1,723.5861 +3018,E84H,0.07223688,5.8016806,26/08/2020,-7.44974E+17,0.070128842,2,81.92821 +3019,E84I,0.013592195,3.2346501,26/08/2020,-7.44974E+17,0.012149823,2,277.0762 +3020,E84K,0.09969921,5.488884,26/08/2020,-7.44974E+17,0.099613481,4,51.82297 +3021,E84K; G146S; R148P; S220T; H230Y; E261G,0.005138638,2.1029723,26/08/2020,-7.44974E+17,0.002658519,1,634.77814 +3022,E84K; M129V; S220T,0.21673307,5.45445,26/08/2020,-7.44974E+17,0.225420756,1,22.284502 +3023,E84K; Q107H; A174T,0.004437613,1.9308265,26/08/2020,-7.44974E+17,0.002254319,1,669.62585 +3024,E84K; R148P; S220T; H230Y,0.61123717,8.998291,26/08/2020,-7.44974E+17,0.615768004,10,5.6790595 +3025,E84K; W115R; L234I,0.002330308,0.9195996,26/08/2020,-7.44974E+17,0.000357551,1,793.94464 +3026,E84L,0.011268243,4.9070935,26/08/2020,-7.44974E+17,0.010626287,4,456.23557 +3027,E84M,0.019335357,4.6172967,26/08/2020,-7.44974E+17,0.018605581,4,249.735 +3028,E84N,0.06792655,3.0962462,26/08/2020,-7.44974E+17,0.065608805,7,44.60273 +3029,E84P; P88L,0.005339762,2.1591659,26/08/2020,-7.44974E+17,0.002948344,1,633.14026 +3030,E84Q,0.09781633,5.0747046,26/08/2020,-7.44974E+17,0.094338093,1,56.320953 +3031,E84Q; R90L,0.028301314,4.278738,26/08/2020,-7.44974E+17,0.026115405,1,184.14706 +3032,E84R,0.11881782,3.9218915,26/08/2020,-7.44974E+17,0.119404705,2,32.892326 +3033,E84S,0.06877179,8.131316,26/08/2020,-7.44974E+17,0.069338486,4,113.7129 +3034,E84T,0.07905676,5.355771,26/08/2020,-7.44974E+17,0.078147973,4,65.53347 +3035,E84V,0.03275938,1.8739533,26/08/2020,-7.44974E+17,0.031726232,5,61.96061 +3036,E84V; D125V; M129T; D152A; S220T,0.002942381,1.2491649,26/08/2020,-7.44974E+17,0.000834045,1,757.1793 +3037,E84V; D147V,0.003118715,1.3328704,26/08/2020,-7.44974E+17,0.001012232,1,771.5678 +3038,E84V; E153K; S220T,0.009192833,2.9965925,26/08/2020,-7.44974E+17,0.006525634,1,451.4065 +3039,E84V; E91G; M129I; S220T,0.004772948,2.011065,26/08/2020,-7.44974E+17,0.002505337,1,648.1851 +3040,E84V; F217S; S220T; E254V,0.003850343,1.6445749,26/08/2020,-7.44974E+17,0.00152721,1,699.0262 +3041,E84V; G120C; D163G; S220T; G237A; A296S,0.0035164,1.4427013,26/08/2020,-7.44974E+17,0.001249661,1,718.8016 +3042,E84V; G203C; S220T,0.014246447,3.6010797,26/08/2020,-7.44974E+17,0.012805873,1,325.13055 +3043,E84V; H154R,0.004864625,2.0022717,26/08/2020,-7.44974E+17,0.002561889,1,650.2923 +3044,E84V; L143V; S220T,0.09565739,5.0967817,26/08/2020,-7.44974E+17,0.093324125,1,57.1709 +3045,E84V; N100I; S220T; E262K,0.003604729,1.6520667,26/08/2020,-7.44974E+17,0.001617614,1,728.1827 +3046,E84V; S220T,0.1695454,5.906647,26/08/2020,-7.44974E+17,0.172959698,2,31.03161 +3047,E84V; S220T; A231V; N251H; G286V,0.004307673,1.8328742,26/08/2020,-7.44974E+17,0.001874404,1,701.4722 +3048,E84V; V130E; R148P; S220T; H230Y; P240L; P300Q; S301C,0.010473215,3.177519,26/08/2020,-7.44974E+17,0.008276584,1,399.35245 +3049,E84V; V135A; S220T,0.006467389,2.4842365,26/08/2020,-7.44974E+17,0.004008437,1,560.48206 +3050,E84V; V204E; S220T; A228T; H266R; S292C,0.005182534,2.123256,26/08/2020,-7.44974E+17,0.002590214,1,622.7147 +3051,E84V; V276D,0.003020405,1.2530396,26/08/2020,-7.44974E+17,0.000810799,1,747.3812 +3052,E84V; V99D,0.002676629,1.0912594,26/08/2020,-7.44974E+17,0.000666651,1,803.9136 +3053,E84V; Y144D; L182M; A187P,0.002796919,1.1481863,26/08/2020,-7.44974E+17,0.000648351,1,796.4619 +3054,E84Y,0.01756113,4.0093217,26/08/2020,-7.44974E+17,0.017168913,7,233.55269 +3055,E91A,0.08778025,5.042377,26/08/2020,-7.44974E+17,0.0853076,1,62.743782 +3056,E91A; F209S; S220T; L272R,0.002631486,1.1787465,26/08/2020,-7.44974E+17,0.000730593,1,787.077 +3057,E91A; V141E; L214P; A252T; K298R,0.002350047,0.93908715,26/08/2020,-7.44974E+17,0.000414684,1,831.3812 +3058,E91C,0.041751802,4.694611,26/08/2020,-7.44974E+17,0.039086579,1,134.19614 +3059,E91C; R94H,0.055205893,4.7025633,26/08/2020,-7.44974E+17,0.054157961,1,99.76948 +3060,E91D,0.34005314,5.349361,26/08/2020,-7.44974E+17,0.371380973,1,11.219785 +3061,E91D; A149T; T196M; E261V; M273I,0.002103316,0.6840692,26/08/2020,-7.44974E+17,0.000161553,1,766.062 +3062,E91D; A156T; A259T,0.70049286,9.166495,26/08/2020,-7.44974E+17,0.723620623,8,3.8418386 +3063,E91D; A156T; V175K,0.7034647,11.936034,26/08/2020,-7.44974E+17,0.719617697,12,4.9776654 +3064,E91D; A159S; S201T; S220T; I256T,0.012222581,3.3543725,26/08/2020,-7.44974E+17,0.009849933,1,366.67526 +3065,E91D; A159V; L167P; I212M; S220T,0.003336883,1.4292648,26/08/2020,-7.44974E+17,0.001154616,1,746.63995 +3066,E91D; A187S; A259T,0.5389852,6.613309,26/08/2020,-7.44974E+17,0.544465231,10,5.6529474 +3067,E91D; A187V; S220T,0.05396094,4.757149,26/08/2020,-7.44974E+17,0.053309087,1,103.380714 +3068,E91D; F217S; S220T,0.044151146,4.6718307,26/08/2020,-7.44974E+17,0.041799555,1,123.16299 +3069,E91D; G126S; F142I; G191R; A259V; H288Y,0.001858264,0.5494131,26/08/2020,-7.44974E+17,5.91E-05,1,786.6278 +3070,E91D; L101P; D118G; L158P; P302Q,0.004946453,2.0472925,26/08/2020,-7.44974E+17,0.002693487,1,618.44354 +3071,E91D; M129L; A259T,0.7028322,9.048729,26/08/2020,-7.44974E+17,0.719644452,11,3.7641528 +3072,E91D; M129L; V175K,0.6657915,8.617502,26/08/2020,-7.44974E+17,0.683262682,14,4.286748 +3073,E91D; P132L; H154D; S220T; N251K,0.002774819,1.2198151,26/08/2020,-7.44974E+17,0.000780086,1,765.5846 +3074,E91D; P133H,0.15542647,5.234727,26/08/2020,-7.44974E+17,0.161531773,1,33.279488 +3075,E91D; S220T,0.5695041,5.6930594,26/08/2020,-7.44974E+17,0.680685809,1,4.0881996 +3076,E91D; V130A; E208V; S220T,0.010219774,3.1860533,26/08/2020,-7.44974E+17,0.00792159,1,422.60944 +3077,E91D; V175K; A259T,0.7695523,14.513341,26/08/2020,-7.44974E+17,0.791754278,10,4.262568 +3078,E91F,0.08373791,5.89202,26/08/2020,-7.44974E+17,0.081577298,3,68.52348 +3079,E91G,0.07863527,4.9169345,26/08/2020,-7.44974E+17,0.078301552,1,69.97341 +3080,E91G; A112D; M129I; A187S; G237A; Y290F; P300Q,0.002769472,1.0677955,26/08/2020,-7.44974E+17,0.00057523,1,767.6947 +3081,E91G; A159T; Y186F; S220T; K236T,0.07864206,4.9686666,26/08/2020,-7.44974E+17,0.078615666,1,70.6785 +3082,E91G; D95V; L234I,0.004201161,1.7518709,26/08/2020,-7.44974E+17,0.001986969,1,666.70734 +3083,E91G; D95V; S220T,0.004989377,2.0332546,26/08/2020,-7.44974E+17,0.002406203,1,633.10724 +3084,E91G; F297S,0.00211136,0.7189054,26/08/2020,-7.44974E+17,0.000191407,1,772.46136 +3085,E91G; L182P; L214R; S220T; L272Q,0.002613307,1.0300058,26/08/2020,-7.44974E+17,0.00045329,1,799.66565 +3086,E91G; P240F; G241S,0.011620736,3.333389,26/08/2020,-7.44974E+17,0.009246263,1,386.5705 +3087,E91G; V135A; Y177H; T179I; M185I,0.003796604,1.6007278,26/08/2020,-7.44974E+17,0.001491093,1,716.91595 +3088,E91G; V99D; L101Q; H154Q,0.00922269,3.0610673,26/08/2020,-7.44974E+17,0.006768283,1,458.4104 +3089,E91G; W115R; D152G; S220T,0.003126594,1.4003991,26/08/2020,-7.44974E+17,0.001160246,1,783.8295 +3090,E91H,0.080546826,5.041924,26/08/2020,-7.44974E+17,0.077654104,1,69.77216 +3091,E91H; V97F,0.020588573,4.0988193,26/08/2020,-7.44974E+17,0.018515541,1,250.24117 +3092,E91I,0.13839497,5.157112,26/08/2020,-7.44974E+17,0.140240893,1,37.67278 +3093,E91K; A112T,0.011882268,3.3854818,26/08/2020,-7.44974E+17,0.009790336,1,368.0139 +3094,E91K; F209S,0.003602553,1.5510843,26/08/2020,-7.44974E+17,0.001325369,1,740.2753 +3095,E91L,0.065932654,5.2653832,26/08/2020,-7.44974E+17,0.064439525,2,82.202545 +3096,E91M,0.07975902,5.025493,26/08/2020,-7.44974E+17,0.079349413,1,69.22866 +3097,E91P; A92T,0.028594425,4.401932,26/08/2020,-7.44974E+17,0.02588511,1,189.55026 +3098,E91Q; R137C; E153K,0.044937756,4.6613836,26/08/2020,-7.44974E+17,0.042532826,1,121.96099 +3099,E91Q; R96L,0.013044107,3.4275677,26/08/2020,-7.44974E+17,0.01100818,1,342.7766 +3100,E91R,0.060858794,7.0006385,26/08/2020,-7.44974E+17,0.059718558,3,114.014206 +3101,E91S,0.06683649,6.1578403,26/08/2020,-7.44974E+17,0.064548717,2,94.08325 +3102,E91T,0.08841622,5.0043926,26/08/2020,-7.44974E+17,0.08705548,1,61.673546 +3103,E91V,0.13144621,0.43091962,26/08/2020,-7.44974E+17,0.135980654,7,3.575187 +3104,E91V; A156N; A159S,0.23511322,1.0277209,26/08/2020,-7.44974E+17,0.236788058,6,3.6653326 +3105,E91V; A156N; A296I,0.4918738,3.6969109,26/08/2020,-7.44974E+17,0.505056514,6,3.823781 +3106,E91V; A156N; T188G,0.14492875,1.4485114,26/08/2020,-7.44974E+17,0.147778526,4,9.972907 +3107,E91V; A156N; T188S,0.21905708,1.4550881,26/08/2020,-7.44974E+17,0.223002599,10,5.4837956 +3108,E91V; A156T; V175K,0.6629969,7.6852293,26/08/2020,-7.44974E+17,0.68575937,6,3.811044 +3109,E91V; A156T; Y177W,0.38169086,3.4304562,26/08/2020,-7.44974E+17,0.385724473,8,5.635005 +3110,E91V; A174T,0.00483003,1.9774307,26/08/2020,-7.44974E+17,0.002447463,1,655.6911 +3111,E91V; D139G; E208K; S220T; V265E,0.00311297,1.2418693,26/08/2020,-7.44974E+17,0.0008022,1,734.9545 +3112,E91V; D95E,0.24363725,5.522924,26/08/2020,-7.44974E+17,0.252861324,1,19.0765 +3113,E91V; G120V; F217L; S220T,0.004084683,1.7601299,26/08/2020,-7.44974E+17,0.001866636,1,708.42706 +3114,E91V; K298N,0.005446763,2.2462435,26/08/2020,-7.44974E+17,0.003033452,1,607.3445 +3115,E91V; P132L; F142S; K236E; G237D; L243Q; P300L,0.003231941,1.2988727,26/08/2020,-7.44974E+17,0.000905935,1,767.61194 +3116,E91V; R122S; Y144N,0.001963762,0.6271639,26/08/2020,-7.44974E+17,0.000106819,1,787.0032 +3117,E91V; S160D; A296I,0.6536434,8.042942,26/08/2020,-7.44974E+17,0.672658129,8,4.189372 +3118,E91V; S160D; T188G,0.35849515,1.154376,26/08/2020,-7.44974E+17,0.36752966,10,2.1400206 +3119,E91V; S220T,0.5439361,5.7364964,26/08/2020,-7.44974E+17,0.632955678,1,4.641608 +3120,E91V; T105S; S220T; A282V,0.16299726,5.2392387,26/08/2020,-7.44974E+17,0.165490899,1,31.284231 +3121,E91V; T121S,0.11439065,6.7996273,26/08/2020,-7.44974E+17,0.114580212,3,55.2709 +3122,E91V; T207A; T242P; M248K,0.002877296,1.188348,26/08/2020,-7.44974E+17,0.000693857,1,769.85626 +3123,E91V; Y177H; H183P; A202E; S220T; A228E; A282T,0.003745993,1.6172175,26/08/2020,-7.44974E+17,0.001568033,1,714.536 +3124,E91W,0.10794062,5.0748644,26/08/2020,-7.44974E+17,0.110459739,1,50.070705 +3125,E91Y,0.074915096,5.8869023,26/08/2020,-7.44974E+17,0.074311917,2,79.29986 +3126,F142C; A156S,0.22558583,5.2717915,26/08/2020,-7.44974E+17,0.237628345,1,20.525284 +3127,F142D,0.002643131,1.0328602,26/08/2020,-7.44974E+17,0.000463972,1,758.9246 +3128,F142E,0.001662115,0.9563088,26/08/2020,-7.44974E+17,0.000517491,2,928.0839 +3129,F142G,0.005171997,2.9323623,26/08/2020,-7.44974E+17,0.004725958,5,609.8536 +3130,F142H,0.003876672,2.6312022,26/08/2020,-7.44974E+17,0.003007357,3,782.86694 +3131,F142I; H154R; R165P; S220T; P300L,0.002436374,0.8978828,26/08/2020,-7.44974E+17,0.000337327,1,792.35364 +3132,F142I; R148P; A174E; S220T; S226F; H230Y,0.56921744,5.7631993,26/08/2020,-7.44974E+17,0.670865287,1,4.0569854 +3133,F142I; R148P; A210S; S220T; H230Y; H285Q; F297I,0.005230935,2.1037807,26/08/2020,-7.44974E+17,0.002752896,1,635.7245 +3134,F142K,0.001927089,1.218881,26/08/2020,-7.44974E+17,0.000829999,2,903.86835 +3135,F142L,0.055195753,3.4308603,26/08/2020,-7.44974E+17,0.05353359,6,62.03929 +3136,F142L; A156V,0.02387283,4.1845093,26/08/2020,-7.44974E+17,0.020655989,1,217.02026 +3137,F142L; A174E; S220T; M291V,0.002550738,1.0561951,26/08/2020,-7.44974E+17,0.000566671,1,762.2622 +3138,F142L; F217Y; S220T,0.018296616,3.9635103,26/08/2020,-7.44974E+17,0.015512621,1,270.85596 +3139,F142L; H154L; A159V; T179I; S205C; F209I; A277T,0.002859258,1.2537845,26/08/2020,-7.44974E+17,0.000822735,1,799.76794 +3140,F142L; I212F; V250A,0.007304875,2.6675231,26/08/2020,-7.44974E+17,0.005245095,1,498.65137 +3141,F142L; I212T,0.06802394,0.5909263,26/08/2020,-7.44974E+17,0.060316543,10,9.518167 +3142,F142L; L182Q; S220T; E275V,0.003092169,1.2960441,26/08/2020,-7.44974E+17,0.000821503,1,745.1913 +3143,F142L; N238Y; N289I,0.002660085,1.0890684,26/08/2020,-7.44974E+17,0.00057571,1,765.1737 +3144,F142L; P171S; T245S,0.002827461,1.1293194,26/08/2020,-7.44974E+17,0.000662537,1,775.2936 +3145,F142L; R148P; S220T; H230Y; M273K,0.005231099,2.1540422,26/08/2020,-7.44974E+17,0.003005445,1,613.37897 +3146,F142L; R165S; L176V; S220T; L234H; Q263H; S301C,0.003015253,1.3443536,26/08/2020,-7.44974E+17,0.001003327,1,757.07043 +3147,F142L; S220T,0.24531154,5.4015665,26/08/2020,-7.44974E+17,0.259718787,1,18.5198 +3148,F142L; Y177F; D235Y,0.046721037,4.748648,26/08/2020,-7.44974E+17,0.043316042,1,123.11667 +3149,F142M,0.037621718,5.5873694,26/08/2020,-7.44974E+17,0.036827236,2,157.0659 +3150,F142N,0.004253665,2.835359,26/08/2020,-7.44974E+17,0.003444698,3,757.25476 +3151,F142P,0.002338294,0.93279934,26/08/2020,-7.44974E+17,0.001266348,2,633.604 +3152,F142Q,0.006937462,2.8818762,26/08/2020,-7.44974E+17,0.00614713,3,467.25235 +3153,F142R,0.001649016,1.2256511,26/08/2020,-7.44974E+17,0.000802518,3,972.1679 +3154,F142S,0.009251169,3.770481,26/08/2020,-7.44974E+17,0.007961814,2,469.10617 +3155,F142S; G284C,0.002421738,0.9905414,26/08/2020,-7.44974E+17,0.00046993,1,800.4916 +3156,F142S; L158I; G284S,0.002171082,0.7182957,26/08/2020,-7.44974E+17,0.000165042,1,771.2493 +3157,F142S; P164A; V175A; N178D; H183Y,0.003024459,1.1918646,26/08/2020,-7.44974E+17,0.000668559,1,807.9461 +3158,F142S; R148P; S220T; H230Y,0.44393885,5.610885,26/08/2020,-7.44974E+17,0.506621139,1,7.2787027 +3159,F142S; S160T,0.00566802,2.2682958,26/08/2020,-7.44974E+17,0.003374268,1,585.05066 +3160,F142S; S220T,0.01744578,3.8806868,26/08/2020,-7.44974E+17,0.014533072,1,287.05716 +3161,F142S; S220T; H255R,0.003330418,1.3796961,26/08/2020,-7.44974E+17,0.001066261,1,735.97845 +3162,F142S; Y144D; Y177H; S220T; S226F; Q283H,0.002720791,1.1234246,26/08/2020,-7.44974E+17,0.000597565,1,766.0481 +3163,F142T,0.08464948,3.1087742,26/08/2020,-7.44974E+17,0.082517827,3,37.347897 +3164,F142V,0.052027453,4.707671,26/08/2020,-7.44974E+17,0.050453638,1,105.08181 +3165,F142Y; L158H; A180T; L222P,0.002959412,1.2296203,26/08/2020,-7.44974E+17,0.000826324,1,773.6113 +3166,F142Y; L189I; S220T,0.47870594,5.727204,26/08/2020,-7.44974E+17,0.56061304,1,6.2640047 +3167,F142Y; S226T,0.06906207,4.9717216,26/08/2020,-7.44974E+17,0.067978385,1,80.49004 +3168,F142Y; Y186C; L198Q; S220T; V221L; L222P,0.003661732,1.5219007,26/08/2020,-7.44974E+17,0.001456716,1,705.8647 +3169,F166A,0.002839688,1.2460874,26/08/2020,-7.44974E+17,0.00087671,1,782.0286 +3170,F166C,0.00701934,2.541673,26/08/2020,-7.44974E+17,0.004656623,1,501.8464 +3171,F166C; G215C; S220T; H230Y; Q263K; V281I,0.003350735,1.4626453,26/08/2020,-7.44974E+17,0.001222322,1,732.96027 +3172,F166C; S220T,0.010319104,3.1318417,26/08/2020,-7.44974E+17,0.007689103,1,420.31183 +3173,F166D,0.010696797,3.314154,26/08/2020,-7.44974E+17,0.007544859,1,426.6262 +3174,F166E,0.00316239,2.2530696,26/08/2020,-7.44974E+17,0.002319846,3,839.5571 +3175,F166G,0.001199441,1.1846381,26/08/2020,-7.44974E+17,0.000602892,4,1250.6265 +3176,F166H,0.06834508,4.928484,26/08/2020,-7.44974E+17,0.066939474,1,81.225845 +3177,F166I,0.007366674,2.629794,26/08/2020,-7.44974E+17,0.004649821,1,505.21475 +3178,F166I; M184T,0.00395165,1.6597608,26/08/2020,-7.44974E+17,0.001623974,1,700.95917 +3179,F166I; S220T; M273K,0.00416363,1.7969288,26/08/2020,-7.44974E+17,0.00197271,1,684.69464 +3180,F166I; V221L; F297S; Q299R,0.003597615,1.5403228,26/08/2020,-7.44974E+17,0.001349314,1,732.8192 +3181,F166L,0.011048115,4.867656,26/08/2020,-7.44974E+17,0.009937854,3,469.64542 +3182,F166L; D170G; A213D; G284D,0.003348707,1.4033451,26/08/2020,-7.44974E+17,0.001044818,1,749.1024 +3183,F166L; L181I; A206V; W216R; Q263R,0.0052507,2.140627,26/08/2020,-7.44974E+17,0.002796361,1,630.54443 +3184,F166L; L269F; E275G; Y290C,0.002852493,1.2473181,26/08/2020,-7.44974E+17,0.000859617,1,763.63916 +3185,F166L; M248T; E268K,0.001626048,0.42261124,26/08/2020,-7.44974E+17,2.08E-05,1,728.9995 +3186,F166L; S220T,0.21919,2.222572,26/08/2020,-7.44974E+17,0.229560609,2,9.12251 +3187,F166L; S220T; A228V; Y290F; S301R,0.002827111,1.6396819,26/08/2020,-7.44974E+17,0.001562054,2,781.26575 +3188,F166L; S220T; L246H; V250E; A282V; N289Y,0.003025278,1.3525146,26/08/2020,-7.44974E+17,0.001108852,1,766.6501 +3189,F166L; V232D; T245A; E275D; Q283H,0.003437481,1.4736035,26/08/2020,-7.44974E+17,0.001207601,1,748.74805 +3190,F166N,0.006434359,3.1967654,26/08/2020,-7.44974E+17,0.005154398,2,585.7302 +3191,F166P,0.002882361,1.2407151,26/08/2020,-7.44974E+17,0.000827521,1,777.67334 +3192,F166R,0.001116005,1.2431989,26/08/2020,-7.44974E+17,0.000674681,5,1299.9836 +3193,F166S,0.003075159,1.3390155,26/08/2020,-7.44974E+17,0.00103807,1,752.1034 +3194,F166S; S220T,0.004991683,2.0520651,26/08/2020,-7.44974E+17,0.002662044,1,642.1015 +3195,F166T,0.00119343,1.1596859,26/08/2020,-7.44974E+17,0.000583865,4,1225.5717 +3196,F166V,0.002197371,2.1829016,26/08/2020,-7.44974E+17,0.001619571,4,1125.4227 +3197,F166V; G237D; P302Q,0.003013698,1.3455867,26/08/2020,-7.44974E+17,0.001057892,1,756.0905 +3198,F166W,0.16399217,6.2663717,26/08/2020,-7.44974E+17,0.165790538,2,34.25715 +3199,F166Y,0.21680634,2.3418837,26/08/2020,-7.44974E+17,0.229211484,2,9.73054 +3200,F166Y; S220T,0.67101645,8.818144,26/08/2020,-7.44974E+17,0.708840902,4,4.203316 +3201,F166Y; S220T; H230Y; R274S,0.07733452,4.9625087,26/08/2020,-7.44974E+17,0.077160201,1,70.692696 +3202,F209A,0.004078781,1.6915329,26/08/2020,-7.44974E+17,0.00161084,1,679.2365 +3203,F209C,0.003393919,1.4871229,26/08/2020,-7.44974E+17,0.001263349,1,749.043 +3204,F209E,0.002448489,1.4475192,26/08/2020,-7.44974E+17,0.001287658,2,807.9204 +3205,F209G,0.002103,1.3272146,26/08/2020,-7.44974E+17,0.000985641,2,890.9827 +3206,F209L,0.017260522,3.8600693,26/08/2020,-7.44974E+17,0.01390573,1,291.17795 +3207,F209Q,0.001618475,1.29481,26/08/2020,-7.44974E+17,0.000795017,3,1026.435 +3208,F209R,0.002496022,1.0346375,26/08/2020,-7.44974E+17,0.000515324,1,820.7621 +3209,F209S,0.001838341,1.1333615,26/08/2020,-7.44974E+17,0.000705575,2,930.28186 +3210,F209S; G215V,0.002439426,1.0245156,26/08/2020,-7.44974E+17,0.000506769,1,780.9868 +3211,F209V,0.003377555,1.9824592,26/08/2020,-7.44974E+17,0.002147358,2,765.31024 +3212,F209Y; A229S; V276I; R279C,0.006802996,2.5765138,26/08/2020,-7.44974E+17,0.004473146,1,526.3631 +3213,F209Y; S220T; D233E; R258H,0.005125185,2.0839207,26/08/2020,-7.44974E+17,0.002656497,1,620.75757 +3214,F209Y; S220T; E261V; Q299H; S304P,0.005243992,2.1244357,26/08/2020,-7.44974E+17,0.002991825,1,609.82227 +3215,F217I,0.096079506,5.0309205,26/08/2020,-7.44974E+17,0.095739285,1,56.677765 +3216,F217I; R279C; V281D; S292P; K298E,0.002983756,1.326141,26/08/2020,-7.44974E+17,0.000959169,1,774.3968 +3217,F217I; S220T,0.04105566,4.6269417,26/08/2020,-7.44974E+17,0.038399021,1,133.50096 +3218,F217I; S220T; H255L,0.006709002,2.509561,26/08/2020,-7.44974E+17,0.004352477,1,538.24554 +3219,F217L,0.046007574,5.0341153,26/08/2020,-7.44974E+17,0.044928277,3,111.59005 +3220,F217L; A228V; L243P; Q299R,0.002553276,0.97578716,26/08/2020,-7.44974E+17,0.000420512,1,776.754 +3221,F217L; Q299L,0.052735593,4.7203646,26/08/2020,-7.44974E+17,0.049902613,1,104.8732 +3222,F217L; S220T; E268A,0.011835209,3.3516734,26/08/2020,-7.44974E+17,0.009368053,1,373.24435 +3223,F217N,0.052722935,4.7229557,26/08/2020,-7.44974E+17,0.052264339,1,103.91597 +3224,F217S,0.024629362,4.1704564,26/08/2020,-7.44974E+17,0.021599181,1,208.89453 +3225,F217S; P300L,0.003033996,1.2251633,26/08/2020,-7.44974E+17,0.000806162,1,746.87115 +3226,F217S; S220T,0.03084243,5.5285044,26/08/2020,-7.44974E+17,0.029412289,3,185.54921 +3227,F217T,0.051269118,4.7237062,26/08/2020,-7.44974E+17,0.050199671,1,105.87606 +3228,F217V; S220T,0.06639745,5.009564,26/08/2020,-7.44974E+17,0.064088604,1,86.862114 +3229,F217Y,0.36429828,5.475514,26/08/2020,-7.44974E+17,0.40745692,1,10.245256 +3230,F217Y; N289S,0.3343389,5.5293493,26/08/2020,-7.44974E+17,0.338645218,4,11.286717 +3231,F217Y; T242A,0.3465995,5.8117595,26/08/2020,-7.44974E+17,0.348062868,23,10.998512 +3232,F217Y; T242A; N289S,0.3475153,3.7187676,26/08/2020,-7.44974E+17,0.355902441,9,7.0911264 +3233,F217Y; V293F,0.002453913,0.91294366,26/08/2020,-7.44974E+17,0.000362325,1,752.4321 +3234,F297C,0.003434742,1.1062424,26/08/2020,-7.44974E+17,0.002682963,3,429.9036 +3235,F297D,0.000725657,0.5757975,26/08/2020,-7.44974E+17,0.000156944,4,1208.6024 +3236,F297E,0.000804533,0.40542963,26/08/2020,-7.44974E+17,8.96E-05,3,924.96796 +3237,F297G,0.00186585,0.58857703,26/08/2020,-7.44974E+17,7.74E-05,1,784.527 +3238,F297H,0.002261081,0.77795994,26/08/2020,-7.44974E+17,0.000239212,1,777.47144 +3239,F297K; K298Q; Q299P; P300S; S301L; P302A; A303S; S304*; *305-,0.018800814,3.9291816,26/08/2020,-7.44974E+17,0.01624559,1,267.04443 +3240,F297L,0.112447746,2.4171968,26/08/2020,-7.44974E+17,0.11296975,4,21.007206 +3241,F297M,0.03740578,5.295915,26/08/2020,-7.44974E+17,0.036809071,2,151.89569 +3242,F297N,0.00054757,0.43556747,26/08/2020,-7.44974E+17,9.36E-05,5,1176.7341 +3243,F297P,0.000977778,0.67973757,26/08/2020,-7.44974E+17,0.000211311,3,1067.1752 +3244,F297Q,0.00189532,0.60982597,26/08/2020,-7.44974E+17,9.05E-05,1,740.69336 +3245,F297R,0.00173843,0.5952103,26/08/2020,-7.44974E+17,9.72E-05,1,760.9191 +3246,F297S,0.002002976,0.74072164,26/08/2020,-7.44974E+17,0.00019804,1,807.42017 +3247,F297T,0.001746307,0.5172889,26/08/2020,-7.44974E+17,4.92E-05,1,738.4679 +3248,F297V,0.005476104,2.1834471,26/08/2020,-7.44974E+17,0.003080505,1,608.3995 +3249,F297W,0.00142558,1.156911,26/08/2020,-7.44974E+17,0.000654517,3,1064.5986 +3250,F297Y,0.025821257,5.0344434,26/08/2020,-7.44974E+17,0.024829341,3,204.56638 +3251,F86A,0.023929171,7.093477,26/08/2020,-7.44974E+17,0.023616093,6,297.1372 +3252,F86C,0.06802261,4.9094844,26/08/2020,-7.44974E+17,0.06410125,1,82.37236 +3253,F86C; F142L; Y144C; S201F; Y239H,0.003659579,1.5017654,26/08/2020,-7.44974E+17,0.001290462,1,715.7937 +3254,F86C; S103P; L119P,0.002980472,1.2224226,26/08/2020,-7.44974E+17,0.000747343,1,791.978 +3255,F86D,0.001378445,0.8966114,26/08/2020,-7.44974E+17,0.00082631,4,861.45013 +3256,F86E,0.002612289,1.1633914,26/08/2020,-7.44974E+17,0.000724138,1,810.7841 +3257,F86G,0.004453674,2.8256068,26/08/2020,-7.44974E+17,0.003540192,3,726.21075 +3258,F86H,0.00278175,1.7639384,26/08/2020,-7.44974E+17,0.001687722,2,840.2391 +3259,F86I,0.08640392,5.2415094,26/08/2020,-7.44974E+17,0.086609195,2,60.83281 +3260,F86I; A127S,0.009105755,3.0528865,26/08/2020,-7.44974E+17,0.006838288,1,450.25565 +3261,F86I; E91V,0.047156643,4.677842,26/08/2020,-7.44974E+17,0.044972006,1,116.51784 +3262,F86I; M129K; K236R; V265I,0.003254494,1.3985476,26/08/2020,-7.44974E+17,0.001116315,1,760.64667 +3263,F86I; M185K; S220T; D287V; M291T,0.002269955,0.9279866,26/08/2020,-7.44974E+17,0.000395794,1,795.6394 +3264,F86I; Q263H,0.005293584,2.192345,26/08/2020,-7.44974E+17,0.002978622,1,633.2958 +3265,F86K,0.002561364,1.0785382,26/08/2020,-7.44974E+17,0.000614927,1,772.61194 +3266,F86L,0.10830869,3.2507582,26/08/2020,-7.44974E+17,0.107408112,3,29.637964 +3267,F86L; A149G,0.048447598,4.6577797,26/08/2020,-7.44974E+17,0.046866856,1,113.048744 +3268,F86L; A187V; S220T,0.013412557,3.5273714,26/08/2020,-7.44974E+17,0.010897938,1,344.045 +3269,F86L; A231D,0.021309264,4.0181255,26/08/2020,-7.44974E+17,0.020317069,1,226.05771 +3270,F86L; G215D; S220T,0.084940255,5.065176,26/08/2020,-7.44974E+17,0.083689141,1,66.15182 +3271,F86L; G87S; A127T; D147G; L182P; S220T; L234F; H285Y,0.003540529,1.5479473,26/08/2020,-7.44974E+17,0.001409124,1,728.7507 +3272,F86L; L151P; L158P; S205R; S220T,0.004034177,1.7237046,26/08/2020,-7.44974E+17,0.00168866,1,728.7679 +3273,F86L; L189I; A213V,0.051330857,4.6989613,26/08/2020,-7.44974E+17,0.049965504,1,106.80402 +3274,F86L; L98P; L181S; N249Y,0.013978793,3.5983129,26/08/2020,-7.44974E+17,0.011658463,1,336.21353 +3275,F86L; M184T; V204E,0.002215053,0.82197154,26/08/2020,-7.44974E+17,0.000243769,1,813.4462 +3276,F86L; M185T; S220T; M273V,0.002700946,1.149467,26/08/2020,-7.44974E+17,0.000731887,1,782.468 +3277,F86L; N102S; G191E; A218T; E261G,0.004214706,1.7883384,26/08/2020,-7.44974E+17,0.001908267,1,674.3712 +3278,F86L; R148P; P171S; S220T; H230Y,0.6202619,5.6847477,26/08/2020,-7.44974E+17,0.75498482,1,3.1886973 +3279,F86L; S103P; Q263H,0.004647358,1.9901888,26/08/2020,-7.44974E+17,0.002553746,1,650.37634 +3280,F86L; S220T; A260G,0.059248067,4.8206086,26/08/2020,-7.44974E+17,0.057287094,1,93.5994 +3281,F86L; S220T; M273L; H288R,0.011405339,3.3352747,26/08/2020,-7.44974E+17,0.008950217,1,383.64673 +3282,F86L; S220T; S292Y,0.035688933,4.528112,26/08/2020,-7.44974E+17,0.033289832,1,154.10062 +3283,F86N,0.003594221,1.5853688,26/08/2020,-7.44974E+17,0.001576425,1,708.19495 +3284,F86P,0.002329536,0.9061898,26/08/2020,-7.44974E+17,0.000383491,1,766.4302 +3285,F86Q,0.003119629,1.3089621,26/08/2020,-7.44974E+17,0.000919913,1,762.4693 +3286,F86R,0.002786022,0.9376818,26/08/2020,-7.44974E+17,0.002106726,4,445.7749 +3287,F86S,0.016548136,4.4893737,26/08/2020,-7.44974E+17,0.01568573,2,297.48096 +3288,F86S; E91D,0.015170855,3.628597,26/08/2020,-7.44974E+17,0.012658079,1,309.59067 +3289,F86S; G104S; L119P,0.005355856,2.1556718,26/08/2020,-7.44974E+17,0.003131385,1,599.22125 +3290,F86S; G200E; S220T,0.014253031,3.691569,26/08/2020,-7.44974E+17,0.011068916,1,338.9325 +3291,F86S; L158H; S205N; S220T,0.003376012,1.447181,26/08/2020,-7.44974E+17,0.001176924,1,739.4496 +3292,F86S; L167H; T188S; D287E,0.002798439,1.1317947,26/08/2020,-7.44974E+17,0.000637355,1,728.5292 +3293,F86S; N238Y; D287V,0.003472248,1.4920765,26/08/2020,-7.44974E+17,0.001197468,1,734.6151 +3294,F86S; Q107H; T196S,0.006391444,2.483304,26/08/2020,-7.44974E+17,0.004269055,1,539.3697 +3295,F86S; R155H; S220T; N238S,0.030448733,4.5195265,26/08/2020,-7.44974E+17,0.027162445,1,179.44327 +3296,F86S; T172S; V265A; Q283H,0.002289133,0.87066334,26/08/2020,-7.44974E+17,0.000308808,1,768.13293 +3297,F86S; T245H,0.002962794,1.3022645,26/08/2020,-7.44974E+17,0.000965042,1,792.4366 +3298,F86S; W216R; S220T; K298R,0.003583141,1.5632045,26/08/2020,-7.44974E+17,0.001406411,1,756.05475 +3299,F86T,0.021695647,4.0344567,26/08/2020,-7.44974E+17,0.019564675,1,235.52132 +3300,F86T; V199A,0.010938013,3.3254437,26/08/2020,-7.44974E+17,0.008045094,1,414.75226 +3301,F86W,0.008411408,3.9332898,26/08/2020,-7.44974E+17,0.007640963,3,510.51468 +3302,F86Y,0.018184364,4.4149566,26/08/2020,-7.44974E+17,0.01655451,2,271.91888 +3303,F86Y; D170V; S205G; S220T,0.004187037,1.7555354,26/08/2020,-7.44974E+17,0.001874261,1,679.7254 +3304,F86Y; E108V; S220T; G244C,0.00263064,1.0569487,26/08/2020,-7.44974E+17,0.000569875,1,764.2549 +3305,F86Y; H154Q; H183L; D233E,0.002118525,0.7670607,26/08/2020,-7.44974E+17,0.000215464,1,758.41693 +3306,F86Y; L119H; I128T; E153G; A187S; S220T; L253R; F297L,0.003727414,1.6567122,26/08/2020,-7.44974E+17,0.001546355,1,733.7133 +3307,F86Y; L124P; E153V; P164S,0.003020046,1.1887884,26/08/2020,-7.44974E+17,0.000703879,1,759.6887 +3308,F86Y; L269F; D287G,0.003344935,1.4020689,26/08/2020,-7.44974E+17,0.001113382,1,784.4057 +3309,F86Y; R96P; V130A; F166L; N190D; A231S,0.00398625,1.7117862,26/08/2020,-7.44974E+17,0.001703205,1,692.04675 +3310,F86Y; S220T,0.031225633,4.5000825,26/08/2020,-7.44974E+17,0.0274107,1,174.18309 +3311,F86Y; T196A; S220T,0.019388566,2.3079019,26/08/2020,-7.44974E+17,0.01780227,2,144.4291 +3312,F86Y; V250L,0.013774311,3.6087227,26/08/2020,-7.44974E+17,0.01095936,1,335.92874 +3313,G104A,0.005725107,4.2985806,26/08/2020,-7.44974E+17,0.005063321,4,798.6931 +3314,G104A; F142L; S220T; Q299H,0.00410332,1.7448777,26/08/2020,-7.44974E+17,0.001727436,1,696.9807 +3315,G104A; N190Y; A218E; S220T,0.003743845,1.6312046,26/08/2020,-7.44974E+17,0.001386236,1,748.1459 +3316,G104C,0.002514513,0.93135756,26/08/2020,-7.44974E+17,0.00036547,1,787.24365 +3317,G104C; D118N; M184T; H255Y,0.005870351,2.349835,26/08/2020,-7.44974E+17,0.003710546,1,576.4391 +3318,G104C; D125E; D147E; M273L,0.002984436,1.3049524,26/08/2020,-7.44974E+17,0.000961851,1,809.65546 +3319,G104C; F142I; S220T; N251I,0.005185143,2.1181316,26/08/2020,-7.44974E+17,0.002878627,1,627.5038 +3320,G104C; G126C,0.003429239,1.4830608,26/08/2020,-7.44974E+17,0.001343255,1,744.51807 +3321,G104C; G146D; N249T; H285R,0.003916432,1.7016596,26/08/2020,-7.44974E+17,0.001827545,1,674.4808 +3322,G104C; M185L; L193P; D211E,0.002251117,0.8031184,26/08/2020,-7.44974E+17,0.000233905,1,814.3962 +3323,G104C; P132S; M184V; A277S,0.003059754,1.3071871,26/08/2020,-7.44974E+17,0.000941039,1,772.1052 +3324,G104C; P219S; S220T,0.002996147,1.3083899,26/08/2020,-7.44974E+17,0.000930404,1,763.6146 +3325,G104C; R148P; S220T; H230Y,0.001791506,0.5882939,26/08/2020,-7.44974E+17,9.86E-05,1,796.99396 +3326,G104C; T105S; G203S; S220T; L272Q,0.003070902,1.2538487,26/08/2020,-7.44974E+17,0.000834981,1,762.1885 +3327,G104C; T121S; T207P; S220T,0.002947112,1.2220987,26/08/2020,-7.44974E+17,0.000747237,1,784.89386 +3328,G104D,0.001648573,1.1290303,26/08/2020,-7.44974E+17,0.000778997,3,936.1377 +3329,G104D; A112D; P164Q; V250A,0.003039931,1.2801869,26/08/2020,-7.44974E+17,0.000896182,1,760.94586 +3330,G104D; D125V; E153D; R165S; M185I; L193H,0.005692554,2.2764611,26/08/2020,-7.44974E+17,0.003431213,1,589.20483 +3331,G104D; D147E; R148P; L182Q; S220T; H230Y; G264A; S304P,0.00264785,1.1121434,26/08/2020,-7.44974E+17,0.000621908,1,813.26605 +3332,G104D; D163V; A174V; T188S; A213P; K236R; G244D; H271Y,0.002926784,1.1844726,26/08/2020,-7.44974E+17,0.000777793,1,777.0935 +3333,G104D; G126S; S226Y; L269M; Y294C,0.00241623,1.0269841,26/08/2020,-7.44974E+17,0.000525167,1,784.9807 +3334,G104D; H183R; L214H,0.002331042,0.81860906,26/08/2020,-7.44974E+17,0.000271418,1,767.38586 +3335,G104D; I128T; T157S; S220T; H266L,0.005012338,2.0449007,26/08/2020,-7.44974E+17,0.002577012,1,619.9028 +3336,G104D; L189I; L193H; S220T,0.003086577,1.375432,26/08/2020,-7.44974E+17,0.00105858,1,743.8305 +3337,G104D; R148P; A156V; S220T; H230Y,0.00180619,0.54494226,26/08/2020,-7.44974E+17,7.00E-05,1,722.1238 +3338,G104D; R148P; R155H; S220T; H230Y,0.004148,1.7698306,26/08/2020,-7.44974E+17,0.001950249,1,697.4006 +3339,G104D; S220T; G237S; R279P; V293F,0.002501642,0.9963685,26/08/2020,-7.44974E+17,0.00050839,1,786.5984 +3340,G104D; S220T; H230Y,0.001740912,0.53395665,26/08/2020,-7.44974E+17,5.25E-05,1,781.0373 +3341,G104D; V141E; R155H; L181I; Q194H; E268V,0.002700101,1.0750692,26/08/2020,-7.44974E+17,0.000627183,1,793.6049 +3342,G104D; V150A,0.0025018,0.93280965,26/08/2020,-7.44974E+17,0.000353786,1,779.23737 +3343,G104F,0.002868586,1.2381971,26/08/2020,-7.44974E+17,0.000739974,1,787.0369 +3344,G104H,0.002412272,1.0206786,26/08/2020,-7.44974E+17,0.000483137,1,787.70306 +3345,G104I,0.003014464,1.2929559,26/08/2020,-7.44974E+17,0.000907922,1,766.96967 +3346,G104K,0.001158229,0.80730647,26/08/2020,-7.44974E+17,0.000339924,3,1056.7373 +3347,G104K; V109M,0.001953245,0.708672,26/08/2020,-7.44974E+17,0.000162104,1,756.9159 +3348,G104L,0.002401236,0.98831236,26/08/2020,-7.44974E+17,0.000467246,1,779.9893 +3349,G104M,0.002677762,1.0510373,26/08/2020,-7.44974E+17,0.00056694,1,799.0037 +3350,G104N,0.000937042,1.0591908,26/08/2020,-7.44974E+17,0.000464704,5,1366.1772 +3351,G104P,0.0014986,1.2649424,26/08/2020,-7.44974E+17,0.000906772,4,1035.5502 +3352,G104Q,0.002400646,0.94735265,26/08/2020,-7.44974E+17,0.00039241,1,780.87756 +3353,G104R,0.00184556,1.1303753,26/08/2020,-7.44974E+17,0.000754638,2,915.6466 +3354,G104R; A259P,0.002852808,1.1325817,26/08/2020,-7.44974E+17,0.000596645,1,755.29865 +3355,G104S,0.001468844,1.2191573,26/08/2020,-7.44974E+17,0.00075605,3,1080.2227 +3356,G104S; A116T; S117T; V130E; P132A; L134Q; Y239N; H255R; A259V; L272P,0.001930199,0.61257935,26/08/2020,-7.44974E+17,8.59E-05,1,710.4161 +3357,G104S; A156V; T196A; L214H,0.00424356,1.7926993,26/08/2020,-7.44974E+17,0.001913654,1,662.36334 +3358,G104S; G244C; T245R,0.003634852,1.5276881,26/08/2020,-7.44974E+17,0.001330247,1,713.79834 +3359,G104S; M129T; M185L; L227Q; A260S,0.004684383,1.9875828,26/08/2020,-7.44974E+17,0.002528366,1,649.0888 +3360,G104S; R148P; R165H; S220T; H230Y,0.010811963,3.2164361,26/08/2020,-7.44974E+17,0.008209133,1,396.5122 +3361,G104S; S220T; H230Q; G284S,0.004127347,1.7454613,26/08/2020,-7.44974E+17,0.001748035,1,686.32025 +3362,G104T,0.001112701,0.96036613,26/08/2020,-7.44974E+17,0.000538235,4,1106.862 +3363,G104V,0.00116152,1.1764289,26/08/2020,-7.44974E+17,0.00061623,4,1260.574 +3364,G104W,0.001166599,0.84033346,26/08/2020,-7.44974E+17,0.000383474,3,1056.7759 +3365,G104Y,0.010634928,0.4969066,26/08/2020,-7.44974E+17,0.010279355,5,66.23523 +3366,G120A,0.092972815,0.75346243,26/08/2020,-7.44974E+17,0.097418098,5,9.241507 +3367,G120C,0.09178721,0.6220452,26/08/2020,-7.44974E+17,0.095914526,7,7.505441 +3368,G120C; A252E,0.003458031,1.5237155,26/08/2020,-7.44974E+17,0.001352603,1,742.5531 +3369,G120C; I212F; P270L,0.005313058,2.0995755,26/08/2020,-7.44974E+17,0.002764798,1,607.974 +3370,G120C; I212F; S220T,0.23436001,5.270392,26/08/2020,-7.44974E+17,0.253825427,1,19.620127 +3371,G120C; L158P; N178S; T179I; S205R; A218E; S292T,0.003164321,1.3636394,26/08/2020,-7.44974E+17,0.001046379,1,762.8751 +3372,G120C; P131S; G136D; T172A; S220T,0.002400698,0.8944782,26/08/2020,-7.44974E+17,0.000306974,1,776.6256 +3373,G120C; S220T,0.20928022,5.33425,26/08/2020,-7.44974E+17,0.21609152,1,23.027248 +3374,G120C; S220T; P224L,0.008144602,2.8364897,26/08/2020,-7.44974E+17,0.005459982,1,497.58295 +3375,G120D,0.119864464,0.5235152,26/08/2020,-7.44974E+17,0.134961265,8,4.5999713 +3376,G120D; A180T; S220T,0.002696392,1.0367062,26/08/2020,-7.44974E+17,0.00053184,1,758.46643 +3377,G120D; A218T,0.092584126,5.004869,26/08/2020,-7.44974E+17,0.092336635,1,59.525906 +3378,G120D; D163E; E254V,0.06654206,4.9596267,26/08/2020,-7.44974E+17,0.063203479,1,83.57677 +3379,G120D; R148P; S220T; H230Y,0.5269109,5.6765776,26/08/2020,-7.44974E+17,0.613674669,1,5.0226364 +3380,G120D; R155H; H288Y,0.016498521,3.8156157,26/08/2020,-7.44974E+17,0.014283653,1,290.60153 +3381,G120D; S220T; H271Q; V293I,0.65318406,5.9178123,26/08/2020,-7.44974E+17,0.790813815,1,2.7882693 +3382,G120D; S220T; P270T,0.011692119,3.3749063,26/08/2020,-7.44974E+17,0.009330769,1,382.76166 +3383,G120E,0.22138986,6.0096908,26/08/2020,-7.44974E+17,0.230198888,2,22.45703 +3384,G120F,0.031001663,0.77563184,26/08/2020,-7.44974E+17,0.031301287,5,30.468662 +3385,G120H,0.19650678,0.82526153,26/08/2020,-7.44974E+17,0.222457536,6,3.856144 +3386,G120I,0.004345642,3.2228603,26/08/2020,-7.44974E+17,0.003837535,5,795.45557 +3387,G120K,0.19202906,0.66470236,26/08/2020,-7.44974E+17,0.222613778,6,3.2479033 +3388,G120L,0.012611288,1.3907557,26/08/2020,-7.44974E+17,0.012260218,5,125.997025 +3389,G120M,0.07016813,0.83256567,26/08/2020,-7.44974E+17,0.073440122,8,12.567732 +3390,G120N,0.1568012,0.5215317,26/08/2020,-7.44974E+17,0.183773914,9,3.2196114 +3391,G120P,0.047757264,1.3347787,26/08/2020,-7.44974E+17,0.04835875,9,29.12129 +3392,G120Q,0.17549752,0.4460906,26/08/2020,-7.44974E+17,0.207397682,7,2.520619 +3393,G120R,0.18964647,0.94658697,26/08/2020,-7.44974E+17,0.21404696,3,4.987785 +3394,G120R; S205C; S220T; M248I; H285Q,0.002693984,1.0953712,26/08/2020,-7.44974E+17,0.000603861,1,821.5557 +3395,G120R; V130E; P138L; A174V; A223V,0.002295324,0.8633955,26/08/2020,-7.44974E+17,0.000347612,1,811.80035 +3396,G120S,0.13799755,0.75228554,26/08/2020,-7.44974E+17,0.148469641,10,5.23541 +3397,G120S; D125G; N249S,0.004443952,1.8990393,26/08/2020,-7.44974E+17,0.002190186,1,666.44763 +3398,G120S; P164L; T179S; S220T; Y239C; E261D; Y294F,0.00265621,1.0079176,26/08/2020,-7.44974E+17,0.000531313,1,792.80176 +3399,G120S; S205R; S220T; E268V,0.016498473,3.7687016,26/08/2020,-7.44974E+17,0.014024902,1,292.7162 +3400,G120S; S220T,0.51804,6.7698298,26/08/2020,-7.44974E+17,0.561436274,2,6.274894 +3401,G120S; S220T; N289Y,0.004266907,1.7809266,26/08/2020,-7.44974E+17,0.001903263,1,670.2002 +3402,G120S; V150A; D233E; D287E,0.01357054,3.5677106,26/08/2020,-7.44974E+17,0.011241924,1,340.13278 +3403,G120T,0.06804541,1.030876,26/08/2020,-7.44974E+17,0.068655918,8,15.949554 +3404,G120T; A202V,0.06676012,4.8391333,26/08/2020,-7.44974E+17,0.06618307,1,82.653145 +3405,G120V,0.014316842,3.5699985,26/08/2020,-7.44974E+17,0.013854574,6,259.08505 +3406,G120V; S225A,0.015537517,3.7270548,26/08/2020,-7.44974E+17,0.013006471,1,303.3588 +3407,G120V; V141G; P171T; S220T; P270L,0.00222905,0.8627771,26/08/2020,-7.44974E+17,0.000297858,1,783.6698 +3408,G120W,0.013426665,1.3854718,26/08/2020,-7.44974E+17,0.012518495,4,124.4236 +3409,G120Y,0.04703468,0.620205,26/08/2020,-7.44974E+17,0.04719475,10,14.809338 +3410,G126A,0.005276775,3.1684268,26/08/2020,-7.44974E+17,0.00454207,4,656.46045 +3411,G126A; G136C,0.0030153,1.2558429,26/08/2020,-7.44974E+17,0.000816265,1,753.1337 +3412,G126A; L161Q; T179I; S220T,0.00295638,1.2641853,26/08/2020,-7.44974E+17,0.000941658,1,766.56116 +3413,G126A; S220T,0.029192556,4.396619,26/08/2020,-7.44974E+17,0.026863792,1,181.82527 +3414,G126C,0.001591594,1.2692975,26/08/2020,-7.44974E+17,0.000803143,3,1047.9628 +3415,G126C; A127T,0.002598404,1.0733085,26/08/2020,-7.44974E+17,0.000585872,1,761.80835 +3416,G126C; S160L; E268D,0.003073874,1.2336158,26/08/2020,-7.44974E+17,0.000757591,1,736.06915 +3417,G126C; S220T,0.003722144,1.6314034,26/08/2020,-7.44974E+17,0.001531992,1,724.7844 +3418,G126C; V232D; L253P,0.002507853,0.97348356,26/08/2020,-7.44974E+17,0.000455148,1,766.93536 +3419,G126D,0.001593785,1.2854497,26/08/2020,-7.44974E+17,0.000798933,3,1069.3636 +3420,G126D; A127C,0.0025603,0.9770886,26/08/2020,-7.44974E+17,0.000445917,1,783.14874 +3421,G126D; S220T; V281D,0.003731235,1.6444559,26/08/2020,-7.44974E+17,0.001632446,1,695.5994 +3422,G126E,0.001160711,1.4682133,26/08/2020,-7.44974E+17,0.000843141,7,1407.4803 +3423,G126F,0.001496565,1.1980072,26/08/2020,-7.44974E+17,0.000702802,3,1059.889 +3424,G126F; R279C,0.002367783,0.98263043,26/08/2020,-7.44974E+17,0.000462613,1,778.1015 +3425,G126H,0.001161528,1.650153,26/08/2020,-7.44974E+17,0.000869648,8,1552.4541 +3426,G126I,0.001155177,1.6486773,26/08/2020,-7.44974E+17,0.000896139,9,1533.7135 +3427,G126K,0.00202218,1.2607162,26/08/2020,-7.44974E+17,0.000841302,2,947.4967 +3428,G126L,0.002416574,0.9195131,26/08/2020,-7.44974E+17,0.000375081,1,782.9935 +3429,G126P,0.000932637,1.2603388,26/08/2020,-7.44974E+17,0.000595538,7,1534.7612 +3430,G126Q,0.001888485,1.1765556,26/08/2020,-7.44974E+17,0.000812468,2,904.2127 +3431,G126R,0.001575155,1.4206166,26/08/2020,-7.44974E+17,0.000968781,4,1089.6349 +3432,G126R; F142Y; T172I,0.002045606,0.7110846,26/08/2020,-7.44974E+17,0.000172693,1,794.77057 +3433,G126R; H154L; P224H; D235G; A282P,0.002222932,0.8462536,26/08/2020,-7.44974E+17,0.000318894,1,780.3009 +3434,G126R; S220T; A231T,0.003433308,1.4874326,26/08/2020,-7.44974E+17,0.001365074,1,751.0518 +3435,G126S,0.001609505,1.2649047,26/08/2020,-7.44974E+17,0.00081411,3,1022.3069 +3436,G126S; F209I; S220T,0.003186027,1.5035444,26/08/2020,-7.44974E+17,0.001278402,1,774.3527 +3437,G126S; I128F; P138S; R148P; S220T; H230Y,0.5874486,5.880144,26/08/2020,-7.44974E+17,0.68374653,1,3.879587 +3438,G126T,0.002969791,1.2773918,26/08/2020,-7.44974E+17,0.000897095,1,767.0262 +3439,G126T; A260E,0.002516341,1.0079666,26/08/2020,-7.44974E+17,0.000495823,1,791.5395 +3440,G126V,0.001640449,0.9649726,26/08/2020,-7.44974E+17,0.000473961,2,914.3508 +3441,G126V; A228T; R274H,0.003268185,1.4255221,26/08/2020,-7.44974E+17,0.001070709,1,746.4425 +3442,G126V; G191R,0.002128859,0.75100285,26/08/2020,-7.44974E+17,0.000217103,1,746.1057 +3443,G126V; P131L,0.003201258,1.4513423,26/08/2020,-7.44974E+17,0.001145748,1,770.9514 +3444,G126W,0.001044182,1.3770771,26/08/2020,-7.44974E+17,0.000653763,6,1500.0212 +3445,G126Y,0.001125813,1.4256858,26/08/2020,-7.44974E+17,0.000758471,8,1411.4215 +3446,G136A,0.009593321,3.0380054,26/08/2020,-7.44974E+17,0.006957968,1,436.18753 +3447,G136A; F209L; D287Y,0.010628029,3.2610576,26/08/2020,-7.44974E+17,0.008386272,1,411.54797 +3448,G136A; S220T,0.16211775,5.0714946,26/08/2020,-7.44974E+17,0.171011876,1,30.661837 +3449,G136C,0.002493779,1.7606865,26/08/2020,-7.44974E+17,0.001675998,3,870.4569 +3450,G136C; F217C; D287V; V293I; Q299H,0.004090576,1.8018411,26/08/2020,-7.44974E+17,0.0019543,1,686.6813 +3451,G136C; L143S; G168R; S220T,0.002232478,0.8818559,26/08/2020,-7.44974E+17,0.000328509,1,812.97894 +3452,G136C; R148S; S220T; M248V,0.003000407,1.254216,26/08/2020,-7.44974E+17,0.000844996,1,761.0784 +3453,G136C; S220T,0.010643218,1.5973988,26/08/2020,-7.44974E+17,0.009570099,2,199.23425 +3454,G136C; T242S,0.00457579,1.9490178,26/08/2020,-7.44974E+17,0.002274406,1,667.2374 +3455,G136C; Y192C; W216C; P240L; E278D,0.002852638,1.168852,26/08/2020,-7.44974E+17,0.000656631,1,749.438 +3456,G136D,0.005150968,2.1544957,26/08/2020,-7.44974E+17,0.003121059,1,614.27844 +3457,G136D; A156T; K236N,0.004242865,1.821391,26/08/2020,-7.44974E+17,0.002007435,1,684.6965 +3458,G136D; D147E; E153V; L193P; E261A,0.004296118,1.7600567,26/08/2020,-7.44974E+17,0.001883056,1,697.53076 +3459,G136D; S220T; H230Y,0.0491822,4.747558,26/08/2020,-7.44974E+17,0.047834396,1,112.92094 +3460,G136D; T157P; A202V; S220T,0.002776681,1.1241919,26/08/2020,-7.44974E+17,0.000669848,1,736.44 +3461,G136E,0.002805285,1.7325642,26/08/2020,-7.44974E+17,0.001541584,2,839.44 +3462,G136F,0.001479674,1.5393682,26/08/2020,-7.44974E+17,0.000954587,4,1234.2642 +3463,G136H,0.003796474,2.6426911,26/08/2020,-7.44974E+17,0.003317145,5,750.991 +3464,G136I,0.00277226,1.709366,26/08/2020,-7.44974E+17,0.001639003,2,835.8984 +3465,G136K,0.003900703,2.8593833,26/08/2020,-7.44974E+17,0.003079071,3,828.30536 +3466,G136L,0.001998709,1.2640882,26/08/2020,-7.44974E+17,0.000857285,2,916.56525 +3467,G136M,0.001597959,1.6335711,26/08/2020,-7.44974E+17,0.000959027,4,1228.5608 +3468,G136N,0.003116272,2.2824526,26/08/2020,-7.44974E+17,0.00239267,3,848.70905 +3469,G136R,0.004516296,1.8968347,26/08/2020,-7.44974E+17,0.002317778,1,659.17993 +3470,G136S,0.00789439,2.7939622,26/08/2020,-7.44974E+17,0.005551166,1,496.79254 +3471,G136S; A187T,0.003774379,1.6173301,26/08/2020,-7.44974E+17,0.001527373,1,708.68384 +3472,G136S; G146D; L151P; S220T; S301R,0.002622625,1.0792127,26/08/2020,-7.44974E+17,0.000662542,1,802.03827 +3473,G136S; M185V; S220A; H230R; A259V,0.003184824,1.3649768,26/08/2020,-7.44974E+17,0.001004704,1,783.77594 +3474,G136S; N178S; F209S,0.003328628,1.4192923,26/08/2020,-7.44974E+17,0.00114527,1,726.8842 +3475,G136S; R148P; L176I; S220T; H230Y; E295V,0.006935519,2.5941033,26/08/2020,-7.44974E+17,0.004889976,1,527.4724 +3476,G136S; S220T; M248T; R258H; V293A,0.002954386,1.199902,26/08/2020,-7.44974E+17,0.000765837,1,742.63367 +3477,G136S; V150A,0.003021446,1.1938823,26/08/2020,-7.44974E+17,0.000784631,1,750.62836 +3478,G136V,0.002583229,1.6148635,26/08/2020,-7.44974E+17,0.001444285,2,826.5458 +3479,G136V; D139G,0.003518903,1.4484797,26/08/2020,-7.44974E+17,0.001168884,1,734.5429 +3480,G136V; N238S; H266Y,0.003041179,1.308187,26/08/2020,-7.44974E+17,0.00097225,1,761.8528 +3481,G136V; S160P; S220T,0.003402753,1.422305,26/08/2020,-7.44974E+17,0.001100047,1,763.1802 +3482,G136V; S220T,0.007204699,2.6052282,26/08/2020,-7.44974E+17,0.004586149,1,516.3713 +3483,G136V; S220T; D235N; N289S,0.002128457,0.7271906,26/08/2020,-7.44974E+17,0.000171466,1,824.18726 +3484,G136V; S220T; K236R,0.003521659,1.5509095,26/08/2020,-7.44974E+17,0.001487868,1,712.39557 +3485,G136W,0.004666844,2.5459886,26/08/2020,-7.44974E+17,0.003304935,2,681.2076 +3486,G136Y,0.002052759,1.7021663,26/08/2020,-7.44974E+17,0.001283803,3,1016.1332 +3487,G146A,0.001764647,1.0026938,26/08/2020,-7.44974E+17,0.000696076,2,858.5063 +3488,G146A; L161Q,0.003648889,1.5828351,26/08/2020,-7.44974E+17,0.001372268,1,724.88446 +3489,G146A; R155P; S220T,0.002784686,1.2144934,26/08/2020,-7.44974E+17,0.000778083,1,778.8712 +3490,G146C,0.001672142,1.0085369,26/08/2020,-7.44974E+17,0.000540506,2,939.267 +3491,G146C; S220T,0.003268364,1.4894217,26/08/2020,-7.44974E+17,0.001301411,1,741.42944 +3492,G146C; S220T; L222Q; Y239F; M273I,0.004499933,1.8824971,26/08/2020,-7.44974E+17,0.002115222,1,675.71826 +3493,G146C; T207A,0.002639926,1.1482027,26/08/2020,-7.44974E+17,0.000625787,1,812.0653 +3494,G146D; G168R; S220T; A280V,0.003535177,1.517084,26/08/2020,-7.44974E+17,0.0013538,1,713.39905 +3495,G146D; L161P; H183Y; A210P; S220T; H230Y,0.00341305,1.428414,26/08/2020,-7.44974E+17,0.001214089,1,716.1763 +3496,G146D; S220T,0.0030221,1.6423937,26/08/2020,-7.44974E+17,0.001790524,2,750.24963 +3497,G146E,0.001704089,1.0619892,26/08/2020,-7.44974E+17,0.00063116,2,934.59875 +3498,G146I,0.001169479,0.95814043,26/08/2020,-7.44974E+17,0.000452662,3,1126.66 +3499,G146K,0.001548359,0.8826584,26/08/2020,-7.44974E+17,0.000472482,2,920.32434 +3500,G146L,0.00152009,0.89167356,26/08/2020,-7.44974E+17,0.000397767,2,935.08826 +3501,G146N,0.002089747,0.69184464,26/08/2020,-7.44974E+17,0.001738143,7,408.45682 +3502,G146Q,0.001610012,0.97218096,26/08/2020,-7.44974E+17,0.000527469,2,956.2151 +3503,G146R,0.001757301,0.97001123,26/08/2020,-7.44974E+17,0.000597077,2,853.0254 +3504,G146R; H154L; S220T,0.002252523,1.4206464,26/08/2020,-7.44974E+17,0.001045588,2,882.8775 +3505,G146S,0.001237017,0.9303258,26/08/2020,-7.44974E+17,0.000406227,3,1067.2202 +3506,G146S; R148P; S220T; H230Y,0.006863125,2.616368,26/08/2020,-7.44974E+17,0.004371078,1,548.83405 +3507,G146S; S220T; H230Y,0.002783625,1.2189593,26/08/2020,-7.44974E+17,0.000783621,1,779.32666 +3508,G146T,0.001056649,0.788104,26/08/2020,-7.44974E+17,0.000301254,3,1078.1705 +3509,G146V,0.001309311,1.0100733,26/08/2020,-7.44974E+17,0.000521852,3,1061.6339 +3510,G146V; Q299H,0.002970078,1.160858,26/08/2020,-7.44974E+17,0.000638045,1,795.3459 +3511,G146V; R148Y,0.00295021,1.2661259,26/08/2020,-7.44974E+17,0.000820264,1,791.9116 +3512,G146W,0.00222885,0.8633856,26/08/2020,-7.44974E+17,0.000293624,1,747.9303 +3513,G146Y,0.00152862,1.2895828,26/08/2020,-7.44974E+17,0.000770642,3,1089.2607 +3514,G162A,0.011822433,4.1374273,26/08/2020,-7.44974E+17,0.010574459,2,392.78845 +3515,G162C,0.003861556,2.0118735,26/08/2020,-7.44974E+17,0.002550749,2,680.7158 +3516,G162D,0.000809548,0.88231516,26/08/2020,-7.44974E+17,0.000336067,5,1394.3689 +3517,G162E,0.002270871,0.8155439,26/08/2020,-7.44974E+17,0.000259556,1,775.93036 +3518,G162F,0.001094435,0.7648144,26/08/2020,-7.44974E+17,0.000349517,3,1019.5766 +3519,G162H,0.001439747,0.7804157,26/08/2020,-7.44974E+17,0.000308026,2,897.9946 +3520,G162I,0.001929465,0.67555565,26/08/2020,-7.44974E+17,0.000155574,1,781.216 +3521,G162K,0.001442191,0.7437304,26/08/2020,-7.44974E+17,0.000396,2,868.90216 +3522,G162M,0.001424173,0.79689807,26/08/2020,-7.44974E+17,0.000316419,2,929.7857 +3523,G162N,0.001730575,1.0258529,26/08/2020,-7.44974E+17,0.000543496,2,918.95166 +3524,G162N; G168V,0.001833421,0.55274314,26/08/2020,-7.44974E+17,6.39E-05,1,728.6529 +3525,G162P,0.001447857,0.80495906,26/08/2020,-7.44974E+17,0.000334888,2,940.2137 +3526,G162Q,0.000936612,0.7913744,26/08/2020,-7.44974E+17,0.000350072,4,1180.7557 +3527,G162R,0.002235556,0.8083374,26/08/2020,-7.44974E+17,0.000250316,1,765.2276 +3528,G162R; S220T,0.003006862,1.2703923,26/08/2020,-7.44974E+17,0.000872517,1,746.52075 +3529,G162R; V199M; L234F,0.009265239,3.0425289,26/08/2020,-7.44974E+17,0.006638575,1,458.13632 +3530,G162V; L198Q,0.002930644,1.2126551,26/08/2020,-7.44974E+17,0.000765552,1,767.9108 +3531,G162V; S220T,0.003336378,1.4584811,26/08/2020,-7.44974E+17,0.001161658,1,748.056 +3532,G162Y,0.000768121,0.7334457,26/08/2020,-7.44974E+17,0.00030544,5,1259.2233 +3533,G168A,0.017435709,3.8306859,26/08/2020,-7.44974E+17,0.014836959,1,283.80118 +3534,G168A; N249D,0.007401413,2.7183814,26/08/2020,-7.44974E+17,0.004758465,1,550.85626 +3535,G168C,0.004923244,2.4142578,26/08/2020,-7.44974E+17,0.003545459,2,604.6399 +3536,G168D,0.018280692,5.541836,26/08/2020,-7.44974E+17,0.017409681,3,320.33362 +3537,G168E,0.004952601,3.2362728,26/08/2020,-7.44974E+17,0.004091601,3,724.66547 +3538,G168E; A195V; F217I; S220T,0.001695514,1.0486739,26/08/2020,-7.44974E+17,0.000583388,2,942.6243 +3539,G168F,0.001436759,0.848899,26/08/2020,-7.44974E+17,0.000373556,2,952.53906 +3540,G168H,0.005259731,2.7226255,26/08/2020,-7.44974E+17,0.003960755,2,628.7879 +3541,G168I,0.001628205,0.9139771,26/08/2020,-7.44974E+17,0.000456162,2,921.0633 +3542,G168K,0.002570032,1.7430408,26/08/2020,-7.44974E+17,0.001737715,3,840.189 +3543,G168L,0.002413595,0.9130651,26/08/2020,-7.44974E+17,0.000368371,1,782.86584 +3544,G168M,0.002720154,1.1470172,26/08/2020,-7.44974E+17,0.001535252,2,619.54803 +3545,G168N,0.015387081,3.6693957,26/08/2020,-7.44974E+17,0.013414923,1,306.8863 +3546,G168P,0.001006358,0.90631187,26/08/2020,-7.44974E+17,0.000435088,4,1176.787 +3547,G168Q,0.002780513,1.2151614,26/08/2020,-7.44974E+17,0.000805555,1,772.2469 +3548,G168R,0.001609083,1.4833091,26/08/2020,-7.44974E+17,0.001021021,4,1097.7949 +3549,G168R; A169Q,0.003224502,1.406396,26/08/2020,-7.44974E+17,0.001129732,1,763.0627 +3550,G168R; A169S,0.00564947,2.2718244,26/08/2020,-7.44974E+17,0.003385791,1,589.8285 +3551,G168R; S220T,0.004704976,1.9756625,26/08/2020,-7.44974E+17,0.002489412,1,644.01794 +3552,G168R; S220T; H230Y,0.020253036,4.0945954,26/08/2020,-7.44974E+17,0.017074565,1,249.94966 +3553,G168R; S220T; Q283L,0.003992233,1.749155,26/08/2020,-7.44974E+17,0.00181094,1,708.7397 +3554,G168T,0.00768956,4.168505,26/08/2020,-7.44974E+17,0.006903189,3,588.49695 +3555,G168V,0.001458819,0.8714855,26/08/2020,-7.44974E+17,0.00040936,2,962.7526 +3556,G168V; G244D; T245S; A259G,0.002200418,0.8079639,26/08/2020,-7.44974E+17,0.000258852,1,798.31067 +3557,G168V; S220T,0.003271161,1.3584753,26/08/2020,-7.44974E+17,0.001063096,1,783.5574 +3558,G168V; S220T; V232A,0.004852065,2.022006,26/08/2020,-7.44974E+17,0.002588761,1,613.90076 +3559,G168W; S225M,0.003559891,1.4959214,26/08/2020,-7.44974E+17,0.001248216,1,710.63184 +3560,G168Y,0.000873595,0.95813686,26/08/2020,-7.44974E+17,0.000425676,5,1391.1412 +3561,G191A,0.040530168,5.536297,26/08/2020,-7.44974E+17,0.039778812,3,139.61417 +3562,G191C,0.01119202,3.2655382,26/08/2020,-7.44974E+17,0.009014176,1,380.24896 +3563,G191E,0.00129634,1.0135173,26/08/2020,-7.44974E+17,0.000553083,3,1062.3213 +3564,G191E; S220T,0.001415588,1.2644212,26/08/2020,-7.44974E+17,0.000793187,4,1093.8281 +3565,G191E; S220T; E295G,0.00280008,1.177969,26/08/2020,-7.44974E+17,0.00065978,1,758.30273 +3566,G191E; S220T; H230Y,0.002936786,1.8235576,26/08/2020,-7.44974E+17,0.001777619,2,820.40424 +3567,G191F,0.001678424,1.3953866,26/08/2020,-7.44974E+17,0.000906868,3,1050.6908 +3568,G191H,0.001011919,1.2149224,26/08/2020,-7.44974E+17,0.00056165,5,1432.4501 +3569,G191I,0.001472723,0.85129744,26/08/2020,-7.44974E+17,0.000380405,2,928.6996 +3570,G191K,0.001340479,1.065513,26/08/2020,-7.44974E+17,0.000558281,3,1066.0565 +3571,G191L,0.001627957,0.9069105,26/08/2020,-7.44974E+17,0.000427779,2,913.945 +3572,G191M,0.002669677,1.0754511,26/08/2020,-7.44974E+17,0.000537551,1,812.5723 +3573,G191N,0.000994889,0.7237752,26/08/2020,-7.44974E+17,0.000277312,3,1067.5479 +3574,G191P,0.001617617,0.9339927,26/08/2020,-7.44974E+17,0.000495599,2,897.1335 +3575,G191Q,0.002362398,0.90081453,26/08/2020,-7.44974E+17,0.000316886,1,789.4567 +3576,G191R,0.000961915,0.7806009,26/08/2020,-7.44974E+17,0.000365862,4,1095.0371 +3577,G191R; A202S; V221E; S226P; H285Q,0.002167872,0.84453887,26/08/2020,-7.44974E+17,0.000299421,1,826.54767 +3578,G191R; A210G; S220T; G264C; A282V,0.002639848,1.0982363,26/08/2020,-7.44974E+17,0.000599113,1,769.06665 +3579,G191R; L193A,0.002174818,0.81032044,26/08/2020,-7.44974E+17,0.000248565,1,800.62964 +3580,G191R; S220T,0.002492099,0.93477327,26/08/2020,-7.44974E+17,0.000424263,1,772.3579 +3581,G191R; T196L,0.002637036,1.1142591,26/08/2020,-7.44974E+17,0.000637176,1,796.91406 +3582,G191T,0.001234987,1.2097085,26/08/2020,-7.44974E+17,0.000774207,5,1162.3988 +3583,G191V,0.001486775,0.8045614,26/08/2020,-7.44974E+17,0.000460972,2,869.0334 +3584,G191V; S220T,0.002116395,1.1288916,26/08/2020,-7.44974E+17,0.001015857,2,792.1689 +3585,G191W,0.001621353,0.9377338,26/08/2020,-7.44974E+17,0.000516493,2,934.53546 +3586,G191Y,0.001126634,1.0434883,26/08/2020,-7.44974E+17,0.00051324,4,1183.631 +3587,G19A,0.001104355,1.1218861,26/08/2020,-7.44974E+17,0.000555734,4,1273.4135 +3588,G19A; T38A; T44N; D64Y; N78H; S220T; K236N; K298R,0.002811711,1.1425534,26/08/2020,-7.44974E+17,0.000661849,1,784.59973 +3589,G19C,0.002015469,0.7641414,26/08/2020,-7.44974E+17,0.000222687,1,795.9705 +3590,G19C; G21E,0.00216372,0.82775724,26/08/2020,-7.44974E+17,0.000269091,1,822.6795 +3591,G19D,0.000941541,0.6519298,26/08/2020,-7.44974E+17,0.000199542,3,1055.6993 +3592,G19E,0.001093044,0.80229557,26/08/2020,-7.44974E+17,0.000322255,3,1075.6439 +3593,G19E; A174T,0.002869964,1.2502922,26/08/2020,-7.44974E+17,0.00081863,1,780.835 +3594,G19E; L20P; W41R; G244S,0.002797037,1.2209617,26/08/2020,-7.44974E+17,0.000733482,1,785.07526 +3595,G19E; S160L; A197V; S220T,0.002425554,0.9960828,26/08/2020,-7.44974E+17,0.000508696,1,790.9202 +3596,G19E; S220T,0.003753017,1.662198,26/08/2020,-7.44974E+17,0.001595324,1,729.6079 +3597,G19F,0.001441227,0.76533747,26/08/2020,-7.44974E+17,0.000309096,2,907.7112 +3598,G19H,0.001019312,0.65860546,26/08/2020,-7.44974E+17,0.000268227,3,977.3206 +3599,G19I,0.000684159,0.68568903,26/08/2020,-7.44974E+17,0.000217884,5,1352.7117 +3600,G19K,0.001034711,0.65243244,26/08/2020,-7.44974E+17,0.000244338,3,1024.8451 +3601,G19L,0.002490314,0.98993224,26/08/2020,-7.44974E+17,0.000433987,1,794.00494 +3602,G19M,0.001114379,0.79503995,26/08/2020,-7.44974E+17,0.000301269,3,1061.7307 +3603,G19P,0.001417934,0.766935,26/08/2020,-7.44974E+17,0.000327681,2,924.831 +3604,G19Q,0.002628658,1.000002,26/08/2020,-7.44974E+17,0.000423948,1,747.4674 +3605,G19R,0.001963917,0.65797275,26/08/2020,-7.44974E+17,0.000143131,1,776.15594 +3606,G19R; A28T; L134Q; L143M; V204M; E254V; Q283H,0.004858726,1.9646252,26/08/2020,-7.44974E+17,0.002231222,1,635.445 +3607,G19R; D125G; T172S; A197S; F217I,0.002447611,0.9993052,26/08/2020,-7.44974E+17,0.000464865,1,788.54706 +3608,G19R; D235N,0.14422584,5.147622,26/08/2020,-7.44974E+17,0.148074928,1,36.099045 +3609,G19R; E46G; L119P; F142C; V150E; S220T,0.002771539,1.1581447,26/08/2020,-7.44974E+17,0.000688421,1,792.2581 +3610,G19R; G55S; S114L; S220T,0.003779789,1.6453693,26/08/2020,-7.44974E+17,0.001729373,1,712.9275 +3611,G19R; K34E,0.002944381,1.2566931,26/08/2020,-7.44974E+17,0.000868636,1,751.98486 +3612,G19R; L27V; S220T,0.002642447,1.0799342,26/08/2020,-7.44974E+17,0.000620594,1,774.10065 +3613,G19R; L32P; L93H; G191E; S220T,0.003628952,1.5884827,26/08/2020,-7.44974E+17,0.001449855,1,708.5924 +3614,G19R; L98Q; H154R,0.008712982,2.8887374,26/08/2020,-7.44974E+17,0.006321666,1,466.8586 +3615,G19R; N42D,0.00278019,1.1794574,26/08/2020,-7.44974E+17,0.000681065,1,779.48413 +3616,G19R; P45T; S220T,0.005105763,2.0820682,26/08/2020,-7.44974E+17,0.002684333,1,615.2977 +3617,G19R; R155H; Y239D,0.002847098,1.0845681,26/08/2020,-7.44974E+17,0.000581219,1,735.67706 +3618,G19R; S220T; H230Y,0.004221954,1.7791041,26/08/2020,-7.44974E+17,0.002041063,1,656.9176 +3619,G19R; S49G; A92E; S220T; H285R,0.003212296,1.2562777,26/08/2020,-7.44974E+17,0.00081672,1,751.723 +3620,G19R; T38A; V52M; R165C; Y177N; L198Q; S220T,0.004624922,1.9590607,26/08/2020,-7.44974E+17,0.002364619,1,665.612 +3621,G19R; V52E; A202V; T207S,0.002455432,1.035128,26/08/2020,-7.44974E+17,0.000560627,1,790.35657 +3622,G19R; V66M; I73T; P88H; D95E; G120D; N178Y; G244D; E295V,0.00282094,1.1488116,26/08/2020,-7.44974E+17,0.000613206,1,775.6382 +3623,G19R; V99I; L134P; R148C,0.00355479,1.5417135,26/08/2020,-7.44974E+17,0.001342444,1,719.9648 +3624,G19S,0.001177633,0.5242249,26/08/2020,-7.44974E+17,0.000130548,2,854.54565 +3625,G19T,0.002421225,0.8960306,26/08/2020,-7.44974E+17,0.000350367,1,807.5177 +3626,G19V,0.000813764,0.70175356,26/08/2020,-7.44974E+17,0.000271302,4,1225.2223 +3627,G19V; G24R,0.003807706,1.6141329,26/08/2020,-7.44974E+17,0.001443111,1,691.3739 +3628,G19V; L161M; P171L; G200V; N251Y; G284R,0.002394341,0.9212091,26/08/2020,-7.44974E+17,0.000358447,1,785.1873 +3629,G19V; L193H; A228V; H230Q,0.006854541,2.569782,26/08/2020,-7.44974E+17,0.004350956,1,541.5999 +3630,G19V; L198Q; S220T; N238D; R274C,0.002595662,0.994004,26/08/2020,-7.44974E+17,0.000434045,1,779.1588 +3631,G19V; R43H; V66M; D211G; H255Y; S267T,0.003598113,1.6084071,26/08/2020,-7.44974E+17,0.001566678,1,735.3815 +3632,G19V; S220T; N238I,0.002379793,0.9570242,26/08/2020,-7.44974E+17,0.000426415,1,792.1492 +3633,G19V; S69T; P131L; L193I,0.003672885,1.5449747,26/08/2020,-7.44974E+17,0.001407534,1,707.6361 +3634,G19V; W115C; S220T,0.004549466,1.8795459,26/08/2020,-7.44974E+17,0.002276272,1,663.34656 +3635,G19W,0.002078189,0.72345823,26/08/2020,-7.44974E+17,0.00015843,1,792.1649 +3636,G19Y,0.001275346,0.6104855,26/08/2020,-7.44974E+17,0.000158372,2,894.8747 +3637,G200A,0.08167595,5.027658,26/08/2020,-7.44974E+17,0.079867309,1,67.58656 +3638,G200A; H230Y; L269S,0.027489403,4.2711225,26/08/2020,-7.44974E+17,0.025353721,1,189.74861 +3639,G200E,0.043474503,4.5902424,26/08/2020,-7.44974E+17,0.042991646,1,123.40814 +3640,G200E; S220T; H230Y; A282T,0.6305031,5.723818,26/08/2020,-7.44974E+17,0.752486234,1,3.0480845 +3641,G200F,0.04082602,5.445021,26/08/2020,-7.44974E+17,0.040234271,2,141.5366 +3642,G200K,0.06465765,4.8268714,26/08/2020,-7.44974E+17,0.062474887,1,84.04362 +3643,G200L,0.013399919,3.5138676,26/08/2020,-7.44974E+17,0.011127901,1,334.78467 +3644,G200M; S205N,0.013943787,3.6386504,26/08/2020,-7.44974E+17,0.011333193,1,333.2927 +3645,G200N,0.14876974,6.0230246,26/08/2020,-7.44974E+17,0.150966024,2,37.1283 +3646,G200Q,0.07118501,5.0013084,26/08/2020,-7.44974E+17,0.068437519,1,78.94687 +3647,G200R,0.21158512,5.425273,26/08/2020,-7.44974E+17,0.215669371,1,22.866795 +3648,G200R; G203C; S220T,0.055503115,4.744134,26/08/2020,-7.44974E+17,0.054092189,1,99.05164 +3649,G200R; H255R,0.007719537,2.7481763,26/08/2020,-7.44974E+17,0.005465479,1,493.7859 +3650,G200R; S220T,0.24999437,5.3414865,26/08/2020,-7.44974E+17,0.264973143,1,18.229742 +3651,G200S,0.12655012,5.105253,26/08/2020,-7.44974E+17,0.131744135,1,41.18218 +3652,G200T,0.08784499,5.204455,26/08/2020,-7.44974E+17,0.086864238,2,59.394375 +3653,G200V,0.02778459,4.8918443,26/08/2020,-7.44974E+17,0.026292836,2,191.7437 +3654,G200Y,0.027586734,2.7207801,26/08/2020,-7.44974E+17,0.025212615,2,116.10538 +3655,G203A,0.032575734,4.417003,26/08/2020,-7.44974E+17,0.030837491,1,163.51054 +3656,G203A; D211V,0.005059292,2.1519232,26/08/2020,-7.44974E+17,0.003021613,1,626.2279 +3657,G203C,0.05071875,4.972962,26/08/2020,-7.44974E+17,0.049447805,3,100.0793 +3658,G203C; S225P; Q299K,0.013273553,3.555916,26/08/2020,-7.44974E+17,0.010723721,1,350.89926 +3659,G203C; T207A; S220T; H230R,0.030035704,4.379411,26/08/2020,-7.44974E+17,0.02687768,1,181.58517 +3660,G203D,0.062825136,4.9545336,26/08/2020,-7.44974E+17,0.060667971,1,90.81838 +3661,G203D; S220T,0.23498176,5.0626416,26/08/2020,-7.44974E+17,0.261108915,1,18.61872 +3662,G203E,0.029829772,1.6421038,26/08/2020,-7.44974E+17,0.028678531,4,62.552486 +3663,G203F,0.02505909,6.1887207,26/08/2020,-7.44974E+17,0.024815914,5,248.52966 +3664,G203H,0.036401734,5.6025734,26/08/2020,-7.44974E+17,0.035686543,2,162.67143 +3665,G203I,0.003342471,1.3923692,26/08/2020,-7.44974E+17,0.001112617,1,739.8825 +3666,G203L; V204M,0.001991418,1.2360618,26/08/2020,-7.44974E+17,0.000799055,2,890.15137 +3667,G203M,0.034798045,6.4937677,26/08/2020,-7.44974E+17,0.033413576,3,190.69202 +3668,G203N,0.0623,5.329604,26/08/2020,-7.44974E+17,0.060609223,2,88.648674 +3669,G203P,0.002145366,1.6824708,26/08/2020,-7.44974E+17,0.001428165,3,952.7479 +3670,G203Q,0.03987917,6.399723,26/08/2020,-7.44974E+17,0.039267948,3,162.36015 +3671,G203R,0.03683609,4.5609064,26/08/2020,-7.44974E+17,0.034314786,1,148.03008 +3672,G203S,0.03724357,4.5030913,26/08/2020,-7.44974E+17,0.034517209,1,145.5734 +3673,G203T,0.021435982,6.00604,26/08/2020,-7.44974E+17,0.020238477,3,291.7169 +3674,G203V,0.003509454,2.0695064,26/08/2020,-7.44974E+17,0.002120387,2,765.77106 +3675,G203V; A213V; D233V; L243Q,0.002661657,1.074929,26/08/2020,-7.44974E+17,0.000601738,1,776.11096 +3676,G203Y,0.022580573,7.2702703,26/08/2020,-7.44974E+17,0.021951925,4,327.4773 +3677,G215A,0.08476914,7.153054,26/08/2020,-7.44974E+17,0.08517904,3,80.92476 +3678,G215A; W216C,0.07761309,4.9607835,26/08/2020,-7.44974E+17,0.076553612,1,71.26863 +3679,G215C; L243V; E262G,0.003943946,1.6893603,26/08/2020,-7.44974E+17,0.001879086,1,704.43964 +3680,G215C; S220T,0.07370973,4.9440894,26/08/2020,-7.44974E+17,0.072879406,1,74.36227 +3681,G215D; N251K,0.040829528,4.7965236,26/08/2020,-7.44974E+17,0.037406273,1,138.60153 +3682,G215E,0.248336,3.2258532,26/08/2020,-7.44974E+17,0.266684315,2,10.717244 +3683,G215H,0.10688771,5.110514,26/08/2020,-7.44974E+17,0.108237288,1,50.861797 +3684,G215K,0.21584561,5.140939,26/08/2020,-7.44974E+17,0.220254335,5,19.289537 +3685,G215M,0.14056738,6.1746407,26/08/2020,-7.44974E+17,0.145000836,2,40.469296 +3686,G215P,0.22969188,6.269203,26/08/2020,-7.44974E+17,0.239279736,2,22.356447 +3687,G215Q,0.12817588,7.6170006,26/08/2020,-7.44974E+17,0.125414594,4,53.445942 +3688,G215S,0.31099403,5.2541585,26/08/2020,-7.44974E+17,0.322477273,2,12.283202 +3689,G215S; S220T,0.3263201,5.3539634,26/08/2020,-7.44974E+17,0.357671238,1,12.160065 +3690,G215S; S220T; G241C,0.015816316,3.703084,26/08/2020,-7.44974E+17,0.012902943,1,298.9441 +3691,G215T,0.23692936,5.757919,26/08/2020,-7.44974E+17,0.246619061,2,19.753977 +3692,G215V,0.07855175,4.6477923,26/08/2020,-7.44974E+17,0.074096529,2,61.612644 +3693,G215W,0.06552491,7.32613,26/08/2020,-7.44974E+17,0.065506727,3,109.89556 +3694,G21A,0.001599724,0.9289737,26/08/2020,-7.44974E+17,0.000426403,2,946.3341 +3695,G21A; G55S; D118V; D235E; A257D,0.00209074,0.8091153,26/08/2020,-7.44974E+17,0.000245521,1,805.43744 +3696,G21A; T81S; R110H; L214P; A229V,0.006780354,2.5590332,26/08/2020,-7.44974E+17,0.00453654,1,530.13794 +3697,G21C,0.001027339,0.777656,26/08/2020,-7.44974E+17,0.000288173,3,1124.4423 +3698,G21D,0.002516194,0.96997106,26/08/2020,-7.44974E+17,0.000434795,1,785.1594 +3699,G21E,0.001819709,0.8754098,26/08/2020,-7.44974E+17,0.000836576,2,741.2882 +3700,G21E; D64E; C75Y; F86L; S114T; F166L; P171H,0.002719388,1.0688556,26/08/2020,-7.44974E+17,0.000536731,1,831.80853 +3701,G21E; F142L; D287G,0.002047082,0.5938022,26/08/2020,-7.44974E+17,7.39E-05,1,720.5257 +3702,G21E; H154Q; H183Q; S220T,0.003760066,1.5124613,26/08/2020,-7.44974E+17,0.001371124,1,701.63763 +3703,G21E; I62S; M248T; N251Y,0.002837881,1.1486169,26/08/2020,-7.44974E+17,0.000716057,1,795.86316 +3704,G21E; N100K; S220T,0.003854623,1.6752349,26/08/2020,-7.44974E+17,0.001773429,1,688.137 +3705,G21E; R148P; S220T; H230Y,0.002539006,0.97462475,26/08/2020,-7.44974E+17,0.000395422,1,776.3151 +3706,G21E; S220T; S226F,0.004090709,1.730194,26/08/2020,-7.44974E+17,0.001815235,1,683.3761 +3707,G21E; S57T; S220T; L272R,0.003370108,1.4672914,26/08/2020,-7.44974E+17,0.001235791,1,709.58295 +3708,G21E; V85A; D118G; F217L; S267L,0.003166335,1.3112268,26/08/2020,-7.44974E+17,0.000947037,1,754.44434 +3709,G21F,0.001609135,0.87784,26/08/2020,-7.44974E+17,0.000374607,2,919.97186 +3710,G21H,0.00274434,1.0897297,26/08/2020,-7.44974E+17,0.000584915,1,749.70795 +3711,G21K,0.001592036,0.924868,26/08/2020,-7.44974E+17,0.000472711,2,920.49176 +3712,G21L,0.002231122,0.8060912,26/08/2020,-7.44974E+17,0.000248494,1,750.1882 +3713,G21Q,0.001897791,0.6443594,26/08/2020,-7.44974E+17,0.000123645,1,779.46985 +3714,G21R,0.001446066,0.8329095,26/08/2020,-7.44974E+17,0.000391947,2,922.35297 +3715,G21R; A33T; R148P; S220T; H230Y,0.002096185,0.75277406,26/08/2020,-7.44974E+17,0.000215771,1,787.58636 +3716,G21R; A65T; S220T; R258H,0.002455001,1.0305792,26/08/2020,-7.44974E+17,0.000559322,1,810.82965 +3717,G21R; A68V; R94P; A111G; R122C; H154R,0.006468173,2.5106034,26/08/2020,-7.44974E+17,0.004543782,1,552.7818 +3718,G21R; D163V; S220T,0.002527727,1.0168616,26/08/2020,-7.44974E+17,0.000507025,1,772.0614 +3719,G21R; E29D; V135E; S220T; E254D; Q263H,0.002859402,1.1809058,26/08/2020,-7.44974E+17,0.000670056,1,778.8674 +3720,G21R; G126S,0.002480116,1.0334274,26/08/2020,-7.44974E+17,0.000588247,1,821.4051 +3721,G21R; H183L; S220T,0.002615047,1.4407183,26/08/2020,-7.44974E+17,0.001595309,2,769.3245 +3722,G21R; L32H; L76R,0.002535083,0.9477785,26/08/2020,-7.44974E+17,0.000399008,1,751.4069 +3723,G21R; L51Q; S57T; V99D; S117P; R155L; F297Y,0.004198127,1.7920712,26/08/2020,-7.44974E+17,0.0020413,1,666.62354 +3724,G21R; N178I; S220T,0.00397056,1.7382016,26/08/2020,-7.44974E+17,0.001803163,1,702.08276 +3725,G21R; P302L,0.005117624,2.0828223,26/08/2020,-7.44974E+17,0.002676135,1,609.6586 +3726,G21R; S220T,0.003713163,1.625125,26/08/2020,-7.44974E+17,0.001619716,1,724.5596 +3727,G21R; T121A; T172S; N178H; S220T; A223V; K236R; N238K,0.00246129,1.5398366,26/08/2020,-7.44974E+17,0.001251816,2,852.0669 +3728,G21T,0.001414047,0.7860004,26/08/2020,-7.44974E+17,0.000306938,2,930.70306 +3729,G21V,0.002149573,0.74883366,26/08/2020,-7.44974E+17,0.000215479,1,762.3212 +3730,G21V; E84V; D118V; S220T,0.002228829,0.83045423,26/08/2020,-7.44974E+17,0.000297124,1,780.9539 +3731,G21V; G168V,0.002038388,0.7523903,26/08/2020,-7.44974E+17,0.00021196,1,766.69794 +3732,G21V; G55D; L76H; G191E; I212L; S220T; M248K,0.002599825,1.0285581,26/08/2020,-7.44974E+17,0.000493683,1,789.11633 +3733,G21V; N102K; V175G,0.00183798,0.5585765,26/08/2020,-7.44974E+17,5.64E-05,1,754.5571 +3734,G21V; R43P; R148P; S220T; H230Y,0.007595983,2.7134683,26/08/2020,-7.44974E+17,0.005230976,1,505.96048 +3735,G21V; R96L; T157S; S220T; N251T,0.003944411,1.6956594,26/08/2020,-7.44974E+17,0.001785,1,693.38635 +3736,G21V; S220T; A231G; M248L,0.00488883,2.0300505,26/08/2020,-7.44974E+17,0.002831461,1,640.7942 +3737,G21V; S49T,0.002276943,0.8947064,26/08/2020,-7.44974E+17,0.000354824,1,765.7391 +3738,G21V; V30A; L119I; G203R,0.005392628,2.2088134,26/08/2020,-7.44974E+17,0.002963729,1,596.1693 +3739,G237A,0.112501256,5.6079855,26/08/2020,-7.44974E+17,0.114063244,2,48.571735 +3740,G237C,0.26663172,5.435539,26/08/2020,-7.44974E+17,0.289041611,1,16.68315 +3741,G237C; A257V,0.027490953,4.27174,26/08/2020,-7.44974E+17,0.025634216,1,191.44104 +3742,G237C; P240E,0.029075587,4.2276716,26/08/2020,-7.44974E+17,0.027961,1,177.1089 +3743,G237C; P240Q,0.02576509,4.2916584,26/08/2020,-7.44974E+17,0.023293486,1,205.93777 +3744,G237E,0.062489364,4.864224,26/08/2020,-7.44974E+17,0.061238439,1,89.11666 +3745,G237H,0.13859552,6.1604867,26/08/2020,-7.44974E+17,0.136979561,2,41.467484 +3746,G237I,0.017360466,3.8856995,26/08/2020,-7.44974E+17,0.014395278,1,285.0933 +3747,G237K,0.11020618,5.117578,26/08/2020,-7.44974E+17,0.109936403,1,49.819374 +3748,G237L,0.028957387,11.362319,26/08/2020,-7.44974E+17,0.028487326,9,385.00253 +3749,G237M,0.08218427,5.7954817,26/08/2020,-7.44974E+17,0.081125032,2,70.96423 +3750,G237N,0.048065454,7.1022344,26/08/2020,-7.44974E+17,0.047559414,3,148.95226 +3751,G237P,0.01511845,3.6643317,26/08/2020,-7.44974E+17,0.012327983,1,313.1181 +3752,G237Q,0.08987559,5.0748672,26/08/2020,-7.44974E+17,0.087381012,1,61.54084 +3753,G237Q; G244V,0.002965066,1.2757602,26/08/2020,-7.44974E+17,0.000819847,1,780.87506 +3754,G241D; T242Y,0.02301854,4.0602403,26/08/2020,-7.44974E+17,0.021490023,1,218.00568 +3755,G241E,0.008698634,2.932903,26/08/2020,-7.44974E+17,0.006225027,1,469.79367 +3756,G241F,0.002883439,2.2423718,26/08/2020,-7.44974E+17,0.002063289,3,920.8662 +3757,G241I,0.004140687,2.911753,26/08/2020,-7.44974E+17,0.003257506,3,799.75006 +3758,G241K,0.00491205,3.856252,26/08/2020,-7.44974E+17,0.004333996,4,842.5887 +3759,G241L,0.035558254,4.643305,26/08/2020,-7.44974E+17,0.032231923,1,156.55266 +3760,G241M,0.02101982,3.004326,26/08/2020,-7.44974E+17,0.02072825,7,148.04576 +3761,G241P,0.032066137,7.766586,26/08/2020,-7.44974E+17,0.031723179,4,243.28444 +3762,G241Q,0.010865475,3.2728288,26/08/2020,-7.44974E+17,0.007943086,1,420.41528 +3763,G241R,0.005600083,2.8043315,26/08/2020,-7.44974E+17,0.004349376,2,600.3486 +3764,G241S,0.026154522,5.3259945,26/08/2020,-7.44974E+17,0.024808068,2,220.45448 +3765,G241T,0.007168461,4.119473,26/08/2020,-7.44974E+17,0.00631799,3,628.326 +3766,G241V,0.005165263,3.1850502,26/08/2020,-7.44974E+17,0.004345291,3,686.26465 +3767,G241W,0.003173909,1.8581386,26/08/2020,-7.44974E+17,0.001850409,2,792.154 +3768,G241Y,0.004091058,1.7395159,26/08/2020,-7.44974E+17,0.001758308,1,692.7594 +3769,G244A,0.00610049,2.3514714,26/08/2020,-7.44974E+17,0.003512462,1,570.94293 +3770,G244C,0.00276723,1.487462,26/08/2020,-7.44974E+17,0.001624666,2,739.9676 +3771,G244D,0.012221968,3.456419,26/08/2020,-7.44974E+17,0.011538611,3,309.52878 +3772,G244F,0.002011228,1.1599836,26/08/2020,-7.44974E+17,0.000836896,2,862.91595 +3773,G244H,0.002415739,1.9419965,26/08/2020,-7.44974E+17,0.001715873,3,962.7476 +3774,G244I,0.003709796,0.7906436,26/08/2020,-7.44974E+17,0.003003311,3,313.28305 +3775,G244K,0.001825314,1.3704141,26/08/2020,-7.44974E+17,0.001063727,3,962.0611 +3776,G244L,0.001815127,1.1352034,26/08/2020,-7.44974E+17,0.00071825,2,921.5355 +3777,G244M,0.015742859,4.6688137,26/08/2020,-7.44974E+17,0.014779023,3,315.6201 +3778,G244N,0.060825206,5.3111854,26/08/2020,-7.44974E+17,0.060947697,4,86.22344 +3779,G244Q,0.011524036,2.7128334,26/08/2020,-7.44974E+17,0.009935192,2,279.9166 +3780,G244R,0.002646082,1.0779086,26/08/2020,-7.44974E+17,0.000560622,1,807.00964 +3781,G244S,0.006109398,2.382303,26/08/2020,-7.44974E+17,0.003627798,1,582.2537 +3782,G244S; P270S; D287E,0.003332063,1.4502218,26/08/2020,-7.44974E+17,0.001203474,1,748.63184 +3783,G244T,0.002824947,1.1500807,26/08/2020,-7.44974E+17,0.000714155,1,760.11346 +3784,G244V,0.001557483,0.91827714,26/08/2020,-7.44974E+17,0.000453201,2,961.63336 +3785,G244W,0.001636792,0.9604914,26/08/2020,-7.44974E+17,0.000534975,2,918.8221 +3786,G244Y,0.001695969,1.2163484,26/08/2020,-7.44974E+17,0.001137462,4,899.92694 +3787,G24A; A65V,0.002410328,0.94499964,26/08/2020,-7.44974E+17,0.000383199,1,784.0891 +3788,G24C,0.000929375,0.6265032,26/08/2020,-7.44974E+17,0.000192769,3,1032.721 +3789,G24D,0.001983111,0.7163484,26/08/2020,-7.44974E+17,0.000196856,1,804.6292 +3790,G24E; A280P,0.002467763,0.9670751,26/08/2020,-7.44974E+17,0.000416795,1,771.9374 +3791,G24E; A33T; A59S; L98Q; W115R; P133T; A159T; Y177H; N190Y; A202E; M273V; D287E; P302T,0.012141264,3.3761327,26/08/2020,-7.44974E+17,0.009593343,1,363.88306 +3792,G24E; D170G; I212V; S220T; R258P; H285R,0.003325992,1.4385788,26/08/2020,-7.44974E+17,0.001133726,1,738.62305 +3793,G24E; H36R; G104D; G162E; L181F; S205G; S220T,0.002445423,0.9929548,26/08/2020,-7.44974E+17,0.000439088,1,791.0018 +3794,G24E; H36R; S220T,0.003206467,1.3493527,26/08/2020,-7.44974E+17,0.001048472,1,765.19977 +3795,G24E; M82V; A92V; S220T; H271Q,0.002277522,0.93620646,26/08/2020,-7.44974E+17,0.00045788,1,794.93384 +3796,G24E; R148P; S220T; H230Y,0.004507429,1.9605811,26/08/2020,-7.44974E+17,0.002441233,1,682.32275 +3797,G24E; R96S; H183R,0.002240172,0.78570056,26/08/2020,-7.44974E+17,0.000225624,1,796.0307 +3798,G24E; S220T; H285R,0.002938689,1.2945341,26/08/2020,-7.44974E+17,0.000884476,1,776.2555 +3799,G24E; S67C; N178S; S220T,0.003995764,1.7534,26/08/2020,-7.44974E+17,0.001770107,1,716.0609 +3800,G24E; V113E; S220T,0.002996235,1.2109115,26/08/2020,-7.44974E+17,0.000806299,1,760.7287 +3801,G24E; V52M; A112S; S220T,0.00274995,1.1785836,26/08/2020,-7.44974E+17,0.000732437,1,796.60614 +3802,G24H,0.000952673,0.58959216,26/08/2020,-7.44974E+17,0.000192652,3,1002.7676 +3803,G24M,0.000951374,0.6385098,26/08/2020,-7.44974E+17,0.000223578,3,1043.4412 +3804,G24N,0.002164036,0.74486625,26/08/2020,-7.44974E+17,0.000192525,1,757.1663 +3805,G24P,0.00095587,0.6872911,26/08/2020,-7.44974E+17,0.0002548,3,1091.8267 +3806,G24R; A112T; S205I; S220T; H230Y,0.002947782,1.1428813,26/08/2020,-7.44974E+17,0.000610893,1,756.37256 +3807,G24R; A149E; D211V; S220T; P224H,0.002967846,1.194689,26/08/2020,-7.44974E+17,0.000711295,1,738.05023 +3808,G24R; A56T; S61T; M129T; V141E; V175A; S220T,0.003818085,1.6728954,26/08/2020,-7.44974E+17,0.001641068,1,726.7378 +3809,G24R; G35D; D139E; S220T; A282E; F297Y; P302S,0.002480747,0.9679401,26/08/2020,-7.44974E+17,0.000411071,1,760.03644 +3810,G24R; K34E; D95G; F166S; T172A; M184T; G200E; S220T,0.00321168,1.3962562,26/08/2020,-7.44974E+17,0.001025149,1,767.1446 +3811,G24R; M82I; V204M; I212V; S220T,0.003289366,1.3774987,26/08/2020,-7.44974E+17,0.000983991,1,760.1181 +3812,G24R; Q54L; E91D; S220T,0.002613724,1.0575602,26/08/2020,-7.44974E+17,0.000497295,1,825.81586 +3813,G24R; S49C; N77I; S220T,0.002300762,0.8807568,26/08/2020,-7.44974E+17,0.000295653,1,755.6337 +3814,G24R; S67R; M74K; S226P; T245S; E254V; E268G,0.008014264,1.9227928,26/08/2020,-7.44974E+17,0.006422472,2,310.9481 +3815,G24S,0.001507181,1.2176855,26/08/2020,-7.44974E+17,0.000741942,3,1050.3109 +3816,G24T,0.001541909,0.7604221,26/08/2020,-7.44974E+17,0.000390522,2,864.9216 +3817,G24V,0.000692958,0.67303663,26/08/2020,-7.44974E+17,0.000301439,6,1260.7816 +3818,G24V; A116V; T157A; A174T; S220T; H266Y,0.003197585,1.3447962,26/08/2020,-7.44974E+17,0.000910823,1,742.68243 +3819,G24V; A48V; N190Y; G203C; S220T,0.00252751,0.9998241,26/08/2020,-7.44974E+17,0.000494142,1,809.37115 +3820,G24V; A80T; R137S; A180P; S220T,0.002787798,1.1444236,26/08/2020,-7.44974E+17,0.000696605,1,769.8211 +3821,G24V; D139G; D287V,0.006553941,2.4627204,26/08/2020,-7.44974E+17,0.00411741,1,547.70337 +3822,G24V; D235M,0.002823275,1.1034361,26/08/2020,-7.44974E+17,0.000619592,1,733.736 +3823,G24V; P88H,0.002244521,0.85702705,26/08/2020,-7.44974E+17,0.000302336,1,785.166 +3824,G24V; Q54L; D152V; H154Y,0.004353447,1.8297395,26/08/2020,-7.44974E+17,0.001967587,1,676.87067 +3825,G24V; R155H; Y177F; S220T; A231S; S292T,0.002639857,1.1156703,26/08/2020,-7.44974E+17,0.000650895,1,803.7237 +3826,G24V; R94C; H255P; M291L,0.002885405,1.172217,26/08/2020,-7.44974E+17,0.000687979,1,744.12115 +3827,G24V; T39S; R137H; A280T,0.002502736,0.9430111,26/08/2020,-7.44974E+17,0.00041292,1,778.9763 +3828,G24V; T44A; P132L; S226T,0.004204342,1.7498397,26/08/2020,-7.44974E+17,0.001891472,1,691.47534 +3829,G24W; A111V; L189F; S220T; H230Q,0.003442812,1.3749547,26/08/2020,-7.44974E+17,0.000968351,1,746.69147 +3830,G24W; L119C,0.003549898,2.14065,26/08/2020,-7.44974E+17,0.002310845,2,765.0038 +3831,G24W; L31M; E84V; V113I; L143S; R274C,0.003568959,1.5320598,26/08/2020,-7.44974E+17,0.001422274,1,720.1403 +3832,G24W; M185T,0.002807838,1.145456,26/08/2020,-7.44974E+17,0.000696217,1,765.7017 +3833,G24W; M82V; N100D; E108G; D118G; F209S; S220T,0.002663929,1.0055957,26/08/2020,-7.44974E+17,0.000453339,1,766.163 +3834,G24W; N78D; L98Q; S220T; I256N; S301G,0.00284361,1.0619301,26/08/2020,-7.44974E+17,0.000556361,1,759.9305 +3835,G264A,0.08456175,6.4808335,26/08/2020,-7.44974E+17,0.08216181,3,73.90032 +3836,G264C,0.09136451,5.6744823,26/08/2020,-7.44974E+17,0.089617262,2,61.60516 +3837,G264C; K298N,0.003370818,1.4532895,26/08/2020,-7.44974E+17,0.001124729,1,764.2404 +3838,G264F,0.054366995,5.137823,26/08/2020,-7.44974E+17,0.053028557,2,98.766 +3839,G264H,0.14388858,10.080176,26/08/2020,-7.44974E+17,0.146742526,5,61.186554 +3840,G264I,0.005969902,2.373227,26/08/2020,-7.44974E+17,0.003641905,1,575.1353 +3841,G264K,0.10376276,5.0681148,26/08/2020,-7.44974E+17,0.103658803,1,52.200306 +3842,G264M,0.08374109,5.7789965,26/08/2020,-7.44974E+17,0.084048965,3,66.97713 +3843,G264P,0.003122949,1.3060676,26/08/2020,-7.44974E+17,0.000815544,1,778.1395 +3844,G264Q,0.15158276,5.0348916,26/08/2020,-7.44974E+17,0.162585013,1,32.90543 +3845,G264R,0.1675487,6.582893,26/08/2020,-7.44974E+17,0.16757534,3,34.126972 +3846,G264S,0.11501161,3.7152522,26/08/2020,-7.44974E+17,0.116308577,2,32.193863 +3847,G264T,0.01921859,4.9412575,26/08/2020,-7.44974E+17,0.017836154,2,284.4484 +3848,G264V,0.009192889,7.4564214,26/08/2020,-7.44974E+17,0.008887947,7,821.98065 +3849,G264W,0.010203835,4.2771463,26/08/2020,-7.44974E+17,0.009353128,3,453.02203 +3850,G264Y,0.031029316,4.3667135,26/08/2020,-7.44974E+17,0.02966983,1,170.6059 +3851,G284A,0.009049621,3.6669474,26/08/2020,-7.44974E+17,0.007405149,2,469.49695 +3852,G284C,0.007486483,2.7844148,26/08/2020,-7.44974E+17,0.005121568,1,514.59686 +3853,G284D,0.014330763,4.484864,26/08/2020,-7.44974E+17,0.01346869,4,327.63724 +3854,G284E,0.009374111,4.4794583,26/08/2020,-7.44974E+17,0.008632189,3,514.43097 +3855,G284F,0.005107524,2.996323,26/08/2020,-7.44974E+17,0.004231196,3,660.7834 +3856,G284I,0.00269575,1.4276564,26/08/2020,-7.44974E+17,0.001793004,3,681.9919 +3857,G284K,0.00549968,3.5557523,26/08/2020,-7.44974E+17,0.004817013,3,718.85803 +3858,G284L,0.002171306,1.8311347,26/08/2020,-7.44974E+17,0.001387339,3,1025.6918 +3859,G284M,0.004390749,3.0918164,26/08/2020,-7.44974E+17,0.003620356,3,788.2642 +3860,G284N,0.027815511,4.26863,26/08/2020,-7.44974E+17,0.026688432,1,184.99585 +3861,G284P,0.001503166,1.5379972,26/08/2020,-7.44974E+17,0.000915613,4,1226.2922 +3862,G284Q,0.009786099,4.186188,26/08/2020,-7.44974E+17,0.008880594,3,462.88904 +3863,G284R,0.006918549,2.5793905,26/08/2020,-7.44974E+17,0.004573446,1,542.4845 +3864,G284S,0.010290774,3.1814916,26/08/2020,-7.44974E+17,0.007850946,1,414.9849 +3865,G284T,0.002675849,1.7031982,26/08/2020,-7.44974E+17,0.001659133,2,846.37006 +3866,G284W,0.005670122,2.238389,26/08/2020,-7.44974E+17,0.00324514,1,608.2223 +3867,G286A,0.08218188,4.9561763,26/08/2020,-7.44974E+17,0.084095291,1,65.61428 +3868,G286C,0.04914167,4.2293057,26/08/2020,-7.44974E+17,0.047462066,2,92.439285 +3869,G286C; A296S,0.01646688,3.787334,26/08/2020,-7.44974E+17,0.014463698,1,292.93198 +3870,G286D,0.026576582,5.3278227,26/08/2020,-7.44974E+17,0.025475906,2,217.60306 +3871,G286E,0.065347776,5.2746425,26/08/2020,-7.44974E+17,0.063990485,2,83.5286 +3872,G286F,0.012628128,3.4603786,26/08/2020,-7.44974E+17,0.010433388,1,353.21793 +3873,G286K,0.034706075,6.6380343,26/08/2020,-7.44974E+17,0.034514085,3,195.50409 +3874,G286L,0.017252235,5.491238,26/08/2020,-7.44974E+17,0.016691896,4,329.97278 +3875,G286M,0.032078374,4.4487834,26/08/2020,-7.44974E+17,0.029519196,1,169.07106 +3876,G286P,0.019645562,5.3749104,26/08/2020,-7.44974E+17,0.018572355,3,287.04822 +3877,G286Q,0.05617381,5.9257984,26/08/2020,-7.44974E+17,0.055212634,2,109.25038 +3878,G286R,0.030424835,6.091183,26/08/2020,-7.44974E+17,0.029770846,3,205.97867 +3879,G286R; Q299L,0.019233074,3.9574382,26/08/2020,-7.44974E+17,0.016699144,1,262.31448 +3880,G286S,0.07100464,4.7141376,26/08/2020,-7.44974E+17,0.071701084,3,66.35069 +3881,G286T,0.028441297,5.388084,26/08/2020,-7.44974E+17,0.026957466,2,204.20418 +3882,G286V,0.03142369,7.8505054,26/08/2020,-7.44974E+17,0.031257528,6,247.886 +3883,G286W,0.014328498,5.823242,26/08/2020,-7.44974E+17,0.013647863,4,420.134 +3884,G286Y,0.012738333,3.504235,26/08/2020,-7.44974E+17,0.010647847,1,362.41476 +3885,G35C,0.006880936,6.8977036,26/08/2020,-7.44974E+17,0.006583246,8,1016.1924 +3886,G35C; C75S; S220T; H271P,0.003328364,1.3979834,26/08/2020,-7.44974E+17,0.001130139,1,754.0336 +3887,G35C; D125V; T157A; G162R; A206T; S220T; K298M,0.002421863,0.84663665,26/08/2020,-7.44974E+17,0.000284449,1,767.64264 +3888,G35C; G55C; T179A; D211N; S220T,0.003331319,1.4077098,26/08/2020,-7.44974E+17,0.001043494,1,725.1061 +3889,G35C; G87E,0.02837083,4.249939,26/08/2020,-7.44974E+17,0.025830947,1,183.43872 +3890,G35C; L134Q; T179S; N289Y,0.005086935,0.9749129,26/08/2020,-7.44974E+17,0.003869908,2,299.19656 +3891,G35C; L58R; P133S; A149E; A303T,0.012074849,3.4003203,26/08/2020,-7.44974E+17,0.009677787,1,373.10236 +3892,G35C; N42S; G50C; T188S; S220A,0.003003176,1.2739413,26/08/2020,-7.44974E+17,0.00083995,1,775.70245 +3893,G35C; R43H; R148P; S220T; H230Y,0.00522144,2.1543086,26/08/2020,-7.44974E+17,0.002793704,1,626.641 +3894,G35C; S220T; E261A,0.05243095,4.813268,26/08/2020,-7.44974E+17,0.05017954,1,108.30175 +3895,G35C; S69T; P164L; P171R; S220T; L227Q,0.002821332,1.1783459,26/08/2020,-7.44974E+17,0.000678541,1,791.52844 +3896,G35C; V109A; L189F; V204L; L234H,0.0027232,1.1653202,26/08/2020,-7.44974E+17,0.000712527,1,766.03784 +3897,G35C; Y123H; W216R; S220T; M248K,0.002861811,1.2676282,26/08/2020,-7.44974E+17,0.000872246,1,748.2058 +3898,G35D,0.013197926,4.1674204,26/08/2020,-7.44974E+17,0.01200305,2,356.31992 +3899,G35D; A112V; A116T; R148P; S220T; H230C; R258H; Q299R,0.003669526,1.5702084,26/08/2020,-7.44974E+17,0.001508945,1,719.907 +3900,G35D; A206T; S220T; H230Y,0.16846183,5.2873,26/08/2020,-7.44974E+17,0.170685586,1,30.30033 +3901,G35D; G120C; S220T,0.007221623,2.6611922,26/08/2020,-7.44974E+17,0.004937583,1,513.5207 +3902,G35D; G168E; H183Y; S220T; L246H,0.002628084,1.0683507,26/08/2020,-7.44974E+17,0.000563778,1,805.753 +3903,G35D; H183L,0.004574967,1.9045662,26/08/2020,-7.44974E+17,0.002188597,1,667.1048 +3904,G35D; H36L; T121A; S220T; M248K; S292C,0.003244403,1.3743298,26/08/2020,-7.44974E+17,0.001047989,1,752.10944 +3905,G35D; S220T,0.14064483,5.170959,26/08/2020,-7.44974E+17,0.139871596,2,34.418476 +3906,G35D; T179S; S220T,0.0842618,5.0874777,26/08/2020,-7.44974E+17,0.081868648,1,66.556465 +3907,G35D; W41L; T121S; D125V; L134M; A169T; V221E; G264C,0.002750659,1.0865926,26/08/2020,-7.44974E+17,0.000571602,1,736.46783 +3908,G35E,0.009871126,5.15787,26/08/2020,-7.44974E+17,0.009183513,4,546.2748 +3909,G35F,0.00284676,2.609942,26/08/2020,-7.44974E+17,0.002251308,4,1023.81476 +3910,G35H,0.014535959,5.4871764,26/08/2020,-7.44974E+17,0.013443863,3,398.35098 +3911,G35I,0.000947433,0.8366173,26/08/2020,-7.44974E+17,0.000371615,4,1173.7585 +3912,G35K,0.022236496,5.9602265,26/08/2020,-7.44974E+17,0.020952168,3,280.5829 +3913,G35M,0.005767712,3.0310502,26/08/2020,-7.44974E+17,0.004367941,2,628.93866 +3914,G35N,0.021159314,7.2029295,26/08/2020,-7.44974E+17,0.020260904,4,347.33136 +3915,G35P,0.001190616,0.5233401,26/08/2020,-7.44974E+17,0.000185443,2,846.21265 +3916,G35Q,0.013801293,4.267576,26/08/2020,-7.44974E+17,0.012553181,2,347.04874 +3917,G35R,0.023751285,3.7232156,26/08/2020,-7.44974E+17,0.022564992,3,169.22879 +3918,G35S,0.010883989,4.0952144,26/08/2020,-7.44974E+17,0.009299568,2,426.0519 +3919,G35S; G87V; R165L; T179A; D211G,0.004854539,2.035221,26/08/2020,-7.44974E+17,0.002465291,1,656.51764 +3920,G35S; R258G,0.00447112,1.9369128,26/08/2020,-7.44974E+17,0.002439344,1,640.0927 +3921,G35S; R47H; S103P; P131L; F142S; S220T; G284D,0.003339266,1.4202993,26/08/2020,-7.44974E+17,0.001198654,1,714.2398 +3922,G35S; S220T; V281A,0.19120939,5.1885896,26/08/2020,-7.44974E+17,0.200631665,1,25.148203 +3923,G35T,0.003597487,1.4991235,26/08/2020,-7.44974E+17,0.001289625,1,719.1802 +3924,G35V,0.001291375,0.66284364,26/08/2020,-7.44974E+17,0.000250721,2,906.3146 +3925,G35V; F297N,0.002063584,0.7342658,26/08/2020,-7.44974E+17,0.000193898,1,769.3925 +3926,G35V; R96P; R137S; R165C; S220T,0.003024957,1.2098148,26/08/2020,-7.44974E+17,0.000722673,1,765.4995 +3927,G35V; T242A,0.005478336,2.1961718,26/08/2020,-7.44974E+17,0.002955612,1,624.88007 +3928,G35W,0.001990891,1.5246799,26/08/2020,-7.44974E+17,0.001205696,3,964.0632 +3929,G35Y,0.002878484,2.0253785,26/08/2020,-7.44974E+17,0.002075168,3,836.7448 +3930,G50A,0.15399134,3.4950888,26/08/2020,-7.44974E+17,0.15444397,3,20.834332 +3931,G50C,0.14664407,1.4850359,26/08/2020,-7.44974E+17,0.152416739,3,10.15602 +3932,G50C; E91V; S205I; M291L,0.016275946,3.7645903,26/08/2020,-7.44974E+17,0.014061568,1,294.75223 +3933,G50C; H183R,0.00236091,0.9197008,26/08/2020,-7.44974E+17,0.000343259,1,870.39343 +3934,G50C; N102K; R148S,0.00389918,1.6740093,26/08/2020,-7.44974E+17,0.001651432,1,698.5446 +3935,G50C; P224S,0.028623627,4.295447,26/08/2020,-7.44974E+17,0.026751764,1,183.77531 +3936,G50C; R122H; P224S; L234H; N289T,0.004169627,1.7578003,26/08/2020,-7.44974E+17,0.00182306,1,677.823 +3937,G50C; S220T,0.5398096,5.5491576,26/08/2020,-7.44974E+17,0.643113484,1,4.6070557 +3938,G50C; S57T; V199M; G241C; L253P,0.002077229,0.7816611,26/08/2020,-7.44974E+17,0.000238284,1,821.4705 +3939,G50D,0.2906689,2.1661801,26/08/2020,-7.44974E+17,0.30544287,2,5.9778666 +3940,G50D; A53V; L98P; S220T; L246F; H266R,0.002831703,1.2459168,26/08/2020,-7.44974E+17,0.00078278,1,768.9117 +3941,G50D; E278V; K298M,0.007181617,2.685726,26/08/2020,-7.44974E+17,0.00489125,1,523.12726 +3942,G50D; G55D; L151Q; S220T,0.003080646,1.3368095,26/08/2020,-7.44974E+17,0.000938338,1,761.0802 +3943,G50D; I62F; F86Y; D147G; T157I; P224H; M248T; L253P,0.002298382,0.8830329,26/08/2020,-7.44974E+17,0.000331132,1,781.5058 +3944,G50D; S114T; S220T; V250M,0.18268853,5.2362347,26/08/2020,-7.44974E+17,0.19203776,1,26.771175 +3945,G50D; S220T; H230Y; A277D,0.005671316,2.3517928,26/08/2020,-7.44974E+17,0.003437634,1,593.90576 +3946,G50D; S220T; S292T; F297Y,0.003276066,1.4409068,26/08/2020,-7.44974E+17,0.001132486,1,778.6846 +3947,G50D; S67G; R148P; A159V; S220T; H230Y,0.36622274,5.39914,26/08/2020,-7.44974E+17,0.409720089,1,9.977257 +3948,G50D; Y177H; S220T,0.35526684,5.384041,26/08/2020,-7.44974E+17,0.388900076,1,10.636707 +3949,G50E,0.051878907,4.6393905,26/08/2020,-7.44974E+17,0.052176989,1,101.81962 +3950,G50F,0.043257777,5.8953967,26/08/2020,-7.44974E+17,0.042440236,4,136.57047 +3951,G50H,0.23351209,3.5403826,26/08/2020,-7.44974E+17,0.236401288,3,12.508703 +3952,G50I,0.07587475,5.678343,26/08/2020,-7.44974E+17,0.075726452,4,72.27802 +3953,G50L,0.055259187,4.8335896,26/08/2020,-7.44974E+17,0.053635341,1,99.07515 +3954,G50N,0.22056295,1.4072865,26/08/2020,-7.44974E+17,0.203794737,7,5.3261337 +3955,G50P,0.21059623,5.408056,26/08/2020,-7.44974E+17,0.214812566,1,23.16531 +3956,G50R,0.11266874,5.5317802,26/08/2020,-7.44974E+17,0.111460647,2,47.773685 +3957,G50S,0.33110958,1.5143387,26/08/2020,-7.44974E+17,0.346575845,5,3.2485623 +3958,G50S; A116T; E254D,0.2886798,5.406499,26/08/2020,-7.44974E+17,0.313481672,1,14.68281 +3959,G50S; D118K,0.16105305,0.5225311,26/08/2020,-7.44974E+17,0.215626236,2,3.9830666 +3960,G50S; P106L; D118G; D147N; A202E,0.004826061,2.0077863,26/08/2020,-7.44974E+17,0.002252117,1,660.63727 +3961,G50S; P138L; S220T; P224T,0.08219972,4.9583445,26/08/2020,-7.44974E+17,0.080265227,1,67.65783 +3962,G50S; S220T; H230Y,0.63639927,5.876919,26/08/2020,-7.44974E+17,0.768877896,1,2.9333942 +3963,G50S; V99I; V221A; S267P,0.002670636,1.1022173,26/08/2020,-7.44974E+17,0.000584698,1,778.3317 +3964,G50V,0.104704924,1.8416138,26/08/2020,-7.44974E+17,0.105024176,5,17.462803 +3965,G50W,0.037755065,4.570407,26/08/2020,-7.44974E+17,0.034329178,1,146.76793 +3966,G50Y,0.05322011,3.772354,26/08/2020,-7.44974E+17,0.053254733,3,73.42583 +3967,G55A,0.006371804,2.4791942,26/08/2020,-7.44974E+17,0.003643945,1,573.03705 +3968,G55C,0.007021367,1.4324453,26/08/2020,-7.44974E+17,0.006235193,4,243.00662 +3969,G55C; A112T; G286V,0.002045418,0.7376291,26/08/2020,-7.44974E+17,0.000198999,1,786.2504 +3970,G55C; A80T; D125E; R148C; L181S; G203C; H266Y; M291I; P302L,0.00326744,1.3578236,26/08/2020,-7.44974E+17,0.000988974,1,732.81604 +3971,G55C; F166L,0.002188867,0.85106075,26/08/2020,-7.44974E+17,0.000345371,1,790.98175 +3972,G55C; G87S; M129K; S220T,0.004731282,2.0307891,26/08/2020,-7.44974E+17,0.002524134,1,640.56354 +3973,G55C; L151Q; G191V; V204E,0.00325092,1.3810475,26/08/2020,-7.44974E+17,0.001070021,1,759.65125 +3974,G55C; L161Q; S220T,0.003178464,1.325869,26/08/2020,-7.44974E+17,0.000910082,1,734.8706 +3975,G55C; L167P; V204A; S220T,0.002994316,1.2416269,26/08/2020,-7.44974E+17,0.000803325,1,766.974 +3976,G55C; M74K; P88H; L167I; S220T,0.002243871,0.9115492,26/08/2020,-7.44974E+17,0.000362985,1,799.6138 +3977,G55C; R137C; S220T; S292C,0.003730711,1.6768948,26/08/2020,-7.44974E+17,0.001674989,1,697.6568 +3978,G55C; S114T; S220T; M273I,0.003377602,1.5032898,26/08/2020,-7.44974E+17,0.00132977,1,773.7272 +3979,G55C; S220T,0.015141494,3.637494,26/08/2020,-7.44974E+17,0.01278845,1,311.11267 +3980,G55C; S220T; E278G,0.006469001,2.4550223,26/08/2020,-7.44974E+17,0.004038685,1,564.2417 +3981,G55D,0.005769373,2.3032699,26/08/2020,-7.44974E+17,0.003393734,1,586.3773 +3982,G55D; D64N; D139E; E153A; S220T,0.002134631,0.84358436,26/08/2020,-7.44974E+17,0.000313799,1,819.31714 +3983,G55D; D95E; V97L; V199M,0.002076558,0.7988314,26/08/2020,-7.44974E+17,0.000262654,1,815.4005 +3984,G55D; G104C; D163E; L181S,0.00292526,1.2779945,26/08/2020,-7.44974E+17,0.00093313,1,788.2883 +3985,G55D; K236R; E278G,0.006659988,2.5082803,26/08/2020,-7.44974E+17,0.004222584,1,543.10626 +3986,G55D; N77Y; S103T; L143S; D147V,0.002269255,0.83551323,26/08/2020,-7.44974E+17,0.000267109,1,787.28394 +3987,G55D; S220T; H255R; Q283K,0.003684524,1.583316,26/08/2020,-7.44974E+17,0.001464219,1,738.8447 +3988,G55D; T172I; M185K; S220T; E262D,0.003181702,1.3274139,26/08/2020,-7.44974E+17,0.000945889,1,780.8224 +3989,G55D; V66M; R155H; N178D; S220T,0.004042231,1.7159545,26/08/2020,-7.44974E+17,0.00174653,1,718.61096 +3990,G55E,0.003981927,2.1928911,26/08/2020,-7.44974E+17,0.002686553,2,708.56494 +3991,G55F,0.002138792,1.818448,26/08/2020,-7.44974E+17,0.001570393,4,983.84827 +3992,G55H,0.008555621,1.6786436,26/08/2020,-7.44974E+17,0.007115016,2,267.25916 +3993,G55I,0.001230486,1.1097329,26/08/2020,-7.44974E+17,0.000758653,5,1084.2292 +3994,G55K,0.019060522,5.607689,26/08/2020,-7.44974E+17,0.018615638,3,308.5429 +3995,G55L; A56T,0.003104108,1.3075886,26/08/2020,-7.44974E+17,0.000854937,1,771.58124 +3996,G55M,0.001813735,1.2355629,26/08/2020,-7.44974E+17,0.001131017,4,851.1996 +3997,G55N,0.0077857,3.4812167,26/08/2020,-7.44974E+17,0.00646989,2,513.7386 +3998,G55Q,0.004751795,3.7547977,26/08/2020,-7.44974E+17,0.004357752,5,835.123 +3999,G55R; R96H; V204M,0.00219914,1.1909641,26/08/2020,-7.44974E+17,0.001049049,2,792.21075 +4000,G55S,0.007393742,2.710755,26/08/2020,-7.44974E+17,0.005239472,1,516.764 +4001,G55S; L76R; Q107R; A116S; M129V; T196M; S220T; H255Y,0.002272795,0.8423303,26/08/2020,-7.44974E+17,0.00027319,1,765.7798 +4002,G55S; P133T; P171H; S201T; S220T; V221A,0.004860473,1.9940116,26/08/2020,-7.44974E+17,0.002501899,1,641.12036 +4003,G55S; R148P; S220T; H230Y,0.18724124,5.237234,26/08/2020,-7.44974E+17,0.192533866,1,26.522655 +4004,G55S; V113I; E153K; S220T; N238D; R247C; A280T; Y290F,0.004244752,1.8316039,26/08/2020,-7.44974E+17,0.002014039,1,699.56976 +4005,G55V,0.005171929,2.3546455,26/08/2020,-7.44974E+17,0.003864365,2,571.07764 +4006,G55V; A116T; S220T,0.002564558,1.0316074,26/08/2020,-7.44974E+17,0.00049813,1,840.096 +4007,G55V; A60V; S61P; V97F; H230R; Q263P; Q299L,0.003281756,1.4047596,26/08/2020,-7.44974E+17,0.001167192,1,751.26697 +4008,G55V; D170N; N249K,0.004007056,1.7312734,26/08/2020,-7.44974E+17,0.001832194,1,679.0369 +4009,G55V; R137L; S220T; L269S,0.003034621,1.3338253,26/08/2020,-7.44974E+17,0.001003355,1,795.5315 +4010,G55V; V71I; P132S; S220T; A223T; D235G; Y239C; D287H,0.004135116,1.7681285,26/08/2020,-7.44974E+17,0.001787964,1,692.646 +4011,G55W,0.002718479,1.0626106,26/08/2020,-7.44974E+17,0.000547911,1,775.07733 +4012,G55Y,0.00222347,1.8168551,26/08/2020,-7.44974E+17,0.001456265,3,982.5818 +4013,G87A,0.060124315,1.0008808,26/08/2020,-7.44974E+17,0.062597361,3,20.277407 +4014,G87A; A140V; V199E; L234F; L243Q,0.002241791,0.79582816,26/08/2020,-7.44974E+17,0.000223592,1,761.5819 +4015,G87A; A89T,0.037152156,4.5236034,26/08/2020,-7.44974E+17,0.033693401,1,145.80588 +4016,G87C,0.10398231,4.4521313,26/08/2020,-7.44974E+17,0.103135602,3,41.044582 +4017,G87C; L158H; R258S,0.003940493,1.6697415,26/08/2020,-7.44974E+17,0.001700728,1,702.6217 +4018,G87C; M184L; S220T,0.20662,5.16823,26/08/2020,-7.44974E+17,0.223892608,1,22.50436 +4019,G87C; R155G; G237V,0.007380329,2.678316,26/08/2020,-7.44974E+17,0.005167204,1,512.5663 +4020,G87C; V135E; E153D; M185L; F297L; K298M,0.005932012,2.3152359,26/08/2020,-7.44974E+17,0.003378193,1,590.455 +4021,G87D,0.16497314,5.31284,26/08/2020,-7.44974E+17,0.165781036,4,28.19476 +4022,G87D; A112T; S220T,0.058063634,4.8821454,26/08/2020,-7.44974E+17,0.056287317,1,96.030525 +4023,G87D; L161M; D211N; S220T; E262D; E278V; Q283H,0.00384559,1.6710564,26/08/2020,-7.44974E+17,0.001713185,1,713.3986 +4024,G87D; L173Q; L176I,0.025085319,4.1700253,26/08/2020,-7.44974E+17,0.023492321,1,203.32417 +4025,G87D; M129L; V276I,0.28280497,0.5179596,26/08/2020,-7.44974E+17,0.335833361,7,1.4838316 +4026,G87D; R148P; S220T; H230Y,0.5907256,5.6192718,26/08/2020,-7.44974E+17,0.705429423,1,3.6360648 +4027,G87D; R165S,0.03544554,4.5676312,26/08/2020,-7.44974E+17,0.03211071,1,154.99417 +4028,G87D; S220T,0.6464252,5.829658,26/08/2020,-7.44974E+17,0.712644049,2,2.9762864 +4029,G87D; V99I; I212N; S220T; V221A; E262D; E268G,0.010865067,3.2299643,26/08/2020,-7.44974E+17,0.008386371,1,403.5206 +4030,G87E,0.11226775,5.0318475,26/08/2020,-7.44974E+17,0.113554146,1,47.22132 +4031,G87F,0.080539435,4.7564435,26/08/2020,-7.44974E+17,0.079279076,2,60.107098 +4032,G87H,0.08558324,6.1314754,26/08/2020,-7.44974E+17,0.085366284,2,71.01856 +4033,G87I,0.08088642,6.1515203,26/08/2020,-7.44974E+17,0.0798506,3,74.424995 +4034,G87K,0.07703166,5.0130553,26/08/2020,-7.44974E+17,0.076108699,1,72.586655 +4035,G87L,0.078634314,4.5604954,26/08/2020,-7.44974E+17,0.07990759,2,59.647137 +4036,G87M,0.1046727,5.394134,26/08/2020,-7.44974E+17,0.105531274,2,50.43812 +4037,G87N,0.11272347,5.287877,26/08/2020,-7.44974E+17,0.11344583,3,44.2211 +4038,G87P,0.036225665,5.785405,26/08/2020,-7.44974E+17,0.035744568,5,160.35463 +4039,G87Q,0.16506995,3.6151621,26/08/2020,-7.44974E+17,0.164540434,2,20.25078 +4040,G87R,0.1559172,3.5463777,26/08/2020,-7.44974E+17,0.154126074,2,21.648598 +4041,G87R; L98P; T196M; Y290F,0.002075529,0.753443,26/08/2020,-7.44974E+17,0.000202958,1,806.34674 +4042,G87R; N100D; H255R,0.002861598,1.2377657,26/08/2020,-7.44974E+17,0.000833316,1,780.5141 +4043,G87S,0.11685821,0.87214506,26/08/2020,-7.44974E+17,0.124588139,4,8.246431 +4044,G87S; D95V; S220T; D233V,0.00328805,1.3517815,26/08/2020,-7.44974E+17,0.001024646,1,739.51294 +4045,G87S; P132A; Y177N,0.003014246,1.2413856,26/08/2020,-7.44974E+17,0.000750787,1,776.81616 +4046,G87S; P219S; S220T,0.047267158,4.6568656,26/08/2020,-7.44974E+17,0.047267529,1,113.35444 +4047,G87S; R90H; L181S; T207I; R247P,0.00233407,1.010186,26/08/2020,-7.44974E+17,0.000511183,1,790.6682 +4048,G87S; S220T,0.3563354,5.624289,26/08/2020,-7.44974E+17,0.388509581,1,11.001595 +4049,G87S; V113L; L173V; S220T,0.01772391,3.830956,26/08/2020,-7.44974E+17,0.015274292,1,276.8977 +4050,G87V; A116V; L124P; V250E,0.002362243,0.8753126,26/08/2020,-7.44974E+17,0.000329427,1,767.95215 +4051,G87V; M184K,0.003406185,1.4269319,26/08/2020,-7.44974E+17,0.00114426,1,724.90204 +4052,G87Y,0.101116955,4.9871526,26/08/2020,-7.44974E+17,0.10421752,1,52.562634 +4053,H154C,0.22830318,5.188983,26/08/2020,-7.44974E+17,0.249437828,1,20.199419 +4054,H154D,0.003429024,2.5607705,26/08/2020,-7.44974E+17,0.002505335,3,854.82745 +4055,H154D; S201Y; I212S; S226P; G264V,0.002625264,1.0401449,26/08/2020,-7.44974E+17,0.000499756,1,755.6708 +4056,H154D; V204E; S220T; V232G,0.003268423,1.4317963,26/08/2020,-7.44974E+17,0.001152834,1,778.3353 +4057,H154E,0.027654763,5.5561447,26/08/2020,-7.44974E+17,0.026684493,5,202.99539 +4058,H154F,0.1730291,5.5285325,26/08/2020,-7.44974E+17,0.172287373,5,27.240181 +4059,H154F; A202V,0.22727406,5.293759,26/08/2020,-7.44974E+17,0.243219059,1,20.569025 +4060,H154I,0.35585096,7.5246778,26/08/2020,-7.44974E+17,0.357753177,8,13.7559395 +4061,H154L,0.08053337,3.5325243,26/08/2020,-7.44974E+17,0.080502117,4,43.346043 +4062,H154L; A210D; H255R,0.003545439,1.5712185,26/08/2020,-7.44974E+17,0.001475698,1,731.10645 +4063,H154L; F209I,0.00199872,0.6497912,26/08/2020,-7.44974E+17,0.00011615,1,775.3791 +4064,H154L; S220T; D233V,0.003859491,1.6193511,26/08/2020,-7.44974E+17,0.001581319,1,723.01886 +4065,H154M,0.15632083,7.5770397,26/08/2020,-7.44974E+17,0.159023998,3,42.6089 +4066,H154N,0.28100893,1.0554357,26/08/2020,-7.44974E+17,0.30519128,7,2.9296484 +4067,H154N; P219H; A296S,0.06569462,4.827489,26/08/2020,-7.44974E+17,0.064606717,1,83.61463 +4068,H154N; S220T,0.6760073,6.3893447,26/08/2020,-7.44974E+17,0.748222322,2,2.8493211 +4069,H154N; S220T; H230Y; M248T,0.013448156,3.5268285,26/08/2020,-7.44974E+17,0.01128498,1,339.87497 +4070,H154N; Y192R,0.002800786,1.1350164,26/08/2020,-7.44974E+17,0.000638618,1,732.78265 +4071,H154P,0.003034695,1.2685467,26/08/2020,-7.44974E+17,0.000803005,1,769.0463 +4072,H154Q,0.2063538,5.2280164,26/08/2020,-7.44974E+17,0.219780409,1,23.058577 +4073,H154Q; K298E,0.00275091,1.1032844,26/08/2020,-7.44974E+17,0.000577752,1,756.7889 +4074,H154Q; S220T; R247S; V281D,0.004536588,1.8561072,26/08/2020,-7.44974E+17,0.002122952,1,654.32715 +4075,H154R,0.003955758,2.3413253,26/08/2020,-7.44974E+17,0.002802751,2,737.0216 +4076,H154R; A213D,0.010829859,3.286118,26/08/2020,-7.44974E+17,0.008319737,1,403.857 +4077,H154R; H266Q,0.002508662,0.99834836,26/08/2020,-7.44974E+17,0.00044064,1,805.72546 +4078,H154R; S220T,0.009456641,3.4440713,26/08/2020,-7.44974E+17,0.008212915,2,419.51312 +4079,H154S,0.33384532,1.8351886,26/08/2020,-7.44974E+17,0.32598442,9,3.782028 +4080,H154S; A218M; A296T,0.6908828,5.3110104,26/08/2020,-7.44974E+17,0.724514447,4,2.225566 +4081,H154T,0.38183752,3.8911924,26/08/2020,-7.44974E+17,0.38062444,8,6.3925123 +4082,H154V,0.5833205,6.5281816,26/08/2020,-7.44974E+17,0.592798895,8,4.629039 +4083,H154V; A218M; A296T,0.39115828,0.4007124,26/08/2020,-7.44974E+17,0.479671641,16,0.64135426 +4084,H154W,0.14325981,5.2408943,26/08/2020,-7.44974E+17,0.14670952,1,36.473118 +4085,H154Y,0.060660034,4.902947,26/08/2020,-7.44974E+17,0.057748785,1,92.150116 +4086,H154Y; A156D,0.15361108,5.2270594,26/08/2020,-7.44974E+17,0.157183522,1,33.424496 +4087,H154Y; N190D; S220T,0.21044165,5.1816015,26/08/2020,-7.44974E+17,0.226966092,1,22.309172 +4088,H183D; S220T; D287V,0.002423995,0.94535595,26/08/2020,-7.44974E+17,0.000409402,1,766.6915 +4089,H183D; S220T; N238Y,0.005135515,2.1027718,26/08/2020,-7.44974E+17,0.002872201,1,623.285 +4090,H183E,0.020090617,4.0736203,26/08/2020,-7.44974E+17,0.016822505,1,256.50003 +4091,H183F,0.085103765,5.0952744,26/08/2020,-7.44974E+17,0.081852645,1,65.481995 +4092,H183G,0.045867067,5.6296163,26/08/2020,-7.44974E+17,0.042819567,2,128.32393 +4093,H183I,0.031450838,4.407044,26/08/2020,-7.44974E+17,0.028916904,1,168.13467 +4094,H183L; Y192H,0.00391419,1.671265,26/08/2020,-7.44974E+17,0.00165612,1,702.93866 +4095,H183N; M184K,0.003663323,1.585205,26/08/2020,-7.44974E+17,0.001392315,1,735.67163 +4096,H183Q,0.052352633,4.7254395,26/08/2020,-7.44974E+17,0.05182338,1,104.34827 +4097,H183Q; S220T,0.5930185,5.631094,26/08/2020,-7.44974E+17,0.707648399,1,3.622137 +4098,H183R; A202S; L253M,0.002107682,0.7283638,26/08/2020,-7.44974E+17,0.000187875,1,772.5889 +4099,H183R; S220T,0.003449433,1.433205,26/08/2020,-7.44974E+17,0.00118817,1,720.1055 +4100,H183R; S220T; E275A,0.003101955,1.3786643,26/08/2020,-7.44974E+17,0.0011034,1,771.0634 +4101,H183S,0.11650162,6.047146,26/08/2020,-7.44974E+17,0.115531669,3,48.3958 +4102,H183V,0.038191475,4.5380325,26/08/2020,-7.44974E+17,0.036710001,1,140.79898 +4103,H183Y; F297L,0.030970965,4.34569,26/08/2020,-7.44974E+17,0.028250351,1,172.21646 +4104,H183Y; S220T,0.3120456,5.497848,26/08/2020,-7.44974E+17,0.338403839,1,13.271722 +4105,H183Y; S220T; E254G; R279H,0.017878463,3.9323938,26/08/2020,-7.44974E+17,0.014931761,1,281.0187 +4106,H230D,0.09392782,6.154221,26/08/2020,-7.44974E+17,0.093836317,2,64.11491 +4107,H230D; Q263L,0.041320503,4.548828,26/08/2020,-7.44974E+17,0.040354501,1,131.51978 +4108,H230E,0.062136672,4.5068207,26/08/2020,-7.44974E+17,0.059848324,3,73.60655 +4109,H230F,0.13871334,1.9551568,26/08/2020,-7.44974E+17,0.140445104,3,14.018708 +4110,H230G,0.06564756,7.0200286,26/08/2020,-7.44974E+17,0.064785013,3,105.57059 +4111,H230I,0.09429223,6.7993836,26/08/2020,-7.44974E+17,0.092421387,3,69.0329 +4112,H230K,0.06626982,5.003904,26/08/2020,-7.44974E+17,0.067006418,3,75.77199 +4113,H230L,0.11180721,4.477903,26/08/2020,-7.44974E+17,0.108128483,2,40.079235 +4114,H230L; D235N,0.014885538,3.599151,26/08/2020,-7.44974E+17,0.01315985,1,315.45667 +4115,H230M,0.17276047,5.2407436,26/08/2020,-7.44974E+17,0.179034996,1,29.118963 +4116,H230N,0.12063449,6.747943,26/08/2020,-7.44974E+17,0.122076135,3,51.790836 +4117,H230P,0.024065994,6.420021,26/08/2020,-7.44974E+17,0.023388354,4,271.5504 +4118,H230Q,0.16124883,2.5176659,26/08/2020,-7.44974E+17,0.164384732,2,15.213456 +4119,H230Q; F297S,0.002942703,1.2821697,26/08/2020,-7.44974E+17,0.000862967,1,759.16675 +4120,H230R,0.07289418,4.2330794,26/08/2020,-7.44974E+17,0.070578526,2,60.71716 +4121,H230R; Y294C,0.004365244,1.7953663,26/08/2020,-7.44974E+17,0.002016634,1,658.5919 +4122,H230T,0.10480276,4.030899,26/08/2020,-7.44974E+17,0.103497809,3,37.383705 +4123,H230V,0.096753046,6.782015,26/08/2020,-7.44974E+17,0.096750268,3,66.58068 +4124,H230W,0.049046814,4.1057906,26/08/2020,-7.44974E+17,0.047244716,2,90.983826 +4125,H230Y,0.20689006,3.8309598,26/08/2020,-7.44974E+17,0.210744596,2,16.143036 +4126,H230Y; H271L; E275D; A303T,0.35375094,5.455306,26/08/2020,-7.44974E+17,0.400855517,1,10.716232 +4127,H230Y; K298M,0.040223394,4.620347,26/08/2020,-7.44974E+17,0.03734983,1,136.3382 +4128,H255A,0.049355026,4.7030954,26/08/2020,-7.44974E+17,0.047665256,1,112.07007 +4129,H255C,0.049162455,5.4961057,26/08/2020,-7.44974E+17,0.047099993,2,117.37727 +4130,H255D,0.057097573,4.5559106,26/08/2020,-7.44974E+17,0.055218904,3,81.219955 +4131,H255E,0.003039746,2.7769687,26/08/2020,-7.44974E+17,0.002356811,4,1011.7209 +4132,H255F,0.011019185,3.2159207,26/08/2020,-7.44974E+17,0.009061986,1,379.84503 +4133,H255G,0.021279888,5.162499,26/08/2020,-7.44974E+17,0.019418248,2,263.94888 +4134,H255K,0.008586303,4.4690695,26/08/2020,-7.44974E+17,0.007549379,3,563.0205 +4135,H255L,0.005592299,2.2723258,26/08/2020,-7.44974E+17,0.00313694,1,609.6157 +4136,H255L; R258C; F297S,0.00269561,1.122412,26/08/2020,-7.44974E+17,0.00066521,1,796.40924 +4137,H255N,0.08391803,6.1780214,26/08/2020,-7.44974E+17,0.081822159,2,72.95761 +4138,H255Q,0.010031519,3.1567178,26/08/2020,-7.44974E+17,0.007960609,1,428.9687 +4139,H255R,0.003710397,1.571902,26/08/2020,-7.44974E+17,0.001552041,1,710.3573 +4140,H255S,0.0468315,4.824354,26/08/2020,-7.44974E+17,0.042968701,1,121.68447 +4141,H255W,0.002934862,1.2731436,26/08/2020,-7.44974E+17,0.000873235,1,779.8037 +4142,H255Y,0.005148064,2.7627175,26/08/2020,-7.44974E+17,0.003760781,2,647.8203 +4143,H266A,0.040507767,6.9430275,26/08/2020,-7.44974E+17,0.039565131,3,173.46147 +4144,H266C,0.033872418,5.6233115,26/08/2020,-7.44974E+17,0.032181189,2,176.9943 +4145,H266D,0.027061414,5.371598,26/08/2020,-7.44974E+17,0.025828304,2,213.96565 +4146,H266E,0.016939728,3.8236454,26/08/2020,-7.44974E+17,0.014478121,1,282.46555 +4147,H266G,0.03665438,5.662518,26/08/2020,-7.44974E+17,0.035936883,2,163.69081 +4148,H266L,0.020231027,4.8107104,26/08/2020,-7.44974E+17,0.019034601,3,253.00233 +4149,H266M,0.03829797,4.569632,26/08/2020,-7.44974E+17,0.035583603,1,142.20522 +4150,H266N,0.08688365,7.086313,26/08/2020,-7.44974E+17,0.087724724,4,77.488914 +4151,H266P,0.014480806,3.7488701,26/08/2020,-7.44974E+17,0.010432835,1,348.7842 +4152,H266Q,0.02862156,6.6047616,26/08/2020,-7.44974E+17,0.027378992,3,236.08774 +4153,H266R,0.003092739,2.7810857,26/08/2020,-7.44974E+17,0.002706719,5,969.3896 +4154,H266S,0.063943766,5.721655,26/08/2020,-7.44974E+17,0.06182754,3,89.342766 +4155,H266T,0.022773806,5.1741157,26/08/2020,-7.44974E+17,0.0216534,2,247.14284 +4156,H266V,0.00338125,1.4107586,26/08/2020,-7.44974E+17,0.000993639,1,738.2235 +4157,H266Y,0.019881308,6.034549,26/08/2020,-7.44974E+17,0.019101254,3,318.00192 +4158,H271A,0.09588799,5.368573,26/08/2020,-7.44974E+17,0.09691385,4,53.045532 +4159,H271C,0.07751708,2.9277914,26/08/2020,-7.44974E+17,0.07595647,4,37.902744 +4160,H271D,0.060737494,6.75902,26/08/2020,-7.44974E+17,0.057998149,3,110.254036 +4161,H271E,0.100571096,6.072385,26/08/2020,-7.44974E+17,0.099064055,2,59.069973 +4162,H271F,0.06697158,5.894494,26/08/2020,-7.44974E+17,0.064802754,2,89.69419 +4163,H271I,0.09004559,6.1305175,26/08/2020,-7.44974E+17,0.091080725,2,67.52888 +4164,H271K,0.104895055,6.858606,26/08/2020,-7.44974E+17,0.106724821,3,61.376484 +4165,H271L,0.098352596,2.181458,26/08/2020,-7.44974E+17,0.096413892,6,21.497854 +4166,H271M,0.058736887,4.9189067,26/08/2020,-7.44974E+17,0.054978744,1,95.928825 +4167,H271N,0.08460678,3.9939272,26/08/2020,-7.44974E+17,0.084104365,3,47.08562 +4168,H271P,0.002569982,1.105448,26/08/2020,-7.44974E+17,0.000668366,1,816.28656 +4169,H271Q,0.11614747,3.4680455,26/08/2020,-7.44974E+17,0.112945633,3,28.73359 +4170,H271R,0.25503066,1.4326782,26/08/2020,-7.44974E+17,0.248829478,3,4.762811 +4171,H271V,0.08138962,3.4902852,26/08/2020,-7.44974E+17,0.08119672,2,44.805305 +4172,H271W,0.1329961,4.9798703,26/08/2020,-7.44974E+17,0.134297607,2,35.515034 +4173,H271Y,0.07954643,5.0456576,26/08/2020,-7.44974E+17,0.078281595,1,69.92581 +4174,H285A,0.01236428,5.077688,26/08/2020,-7.44974E+17,0.011538621,3,437.56354 +4175,H285C,0.028154166,4.3450117,26/08/2020,-7.44974E+17,0.025826997,1,187.11354 +4176,H285D,0.00787686,3.9791827,26/08/2020,-7.44974E+17,0.006883288,3,551.5809 +4177,H285E,0.004191636,2.6453402,26/08/2020,-7.44974E+17,0.003379491,3,725.45844 +4178,H285F,0.079059035,4.9836297,26/08/2020,-7.44974E+17,0.07985347,1,70.32262 +4179,H285G,0.011771574,3.3371239,26/08/2020,-7.44974E+17,0.009552789,1,374.34824 +4180,H285I,0.003155792,1.962888,26/08/2020,-7.44974E+17,0.002050143,2,795.7551 +4181,H285K,0.021095742,5.0003304,26/08/2020,-7.44974E+17,0.020388687,2,260.66943 +4182,H285L,0.048310433,6.7930884,26/08/2020,-7.44974E+17,0.04780315,6,137.62848 +4183,H285M,0.03679551,5.377095,26/08/2020,-7.44974E+17,0.036841836,2,154.35875 +4184,H285N,0.03792948,3.5415998,26/08/2020,-7.44974E+17,0.036939163,2,103.93104 +4185,H285Q,0.014965921,3.830721,26/08/2020,-7.44974E+17,0.013847891,2,292.5084 +4186,H285R,0.022385463,4.4935136,26/08/2020,-7.44974E+17,0.020988514,2,221.6317 +4187,H285S,0.023599489,6.108276,26/08/2020,-7.44974E+17,0.022530129,3,270.09436 +4188,H285T,0.006835649,2.5616372,26/08/2020,-7.44974E+17,0.004733556,1,542.1873 +4189,H285V,0.002638775,1.6198035,26/08/2020,-7.44974E+17,0.001464053,2,817.19934 +4190,H285W,0.059223127,4.880885,26/08/2020,-7.44974E+17,0.057340036,1,93.95144 +4191,H285Y,0.06041535,4.9407516,26/08/2020,-7.44974E+17,0.058444612,1,92.83161 +4192,H288A,0.06725572,4.622456,26/08/2020,-7.44974E+17,0.066085255,4,67.85215 +4193,H288C,0.0683251,5.6671047,26/08/2020,-7.44974E+17,0.067005977,2,84.41322 +4194,H288D,0.11858692,5.0540185,26/08/2020,-7.44974E+17,0.121330105,1,44.267857 +4195,H288E,0.11160996,5.061648,26/08/2020,-7.44974E+17,0.1137798,3,43.249466 +4196,H288G,0.03661115,4.543583,26/08/2020,-7.44974E+17,0.034377731,1,149.46875 +4197,H288K,0.054842994,4.8028426,26/08/2020,-7.44974E+17,0.052220538,1,102.09216 +4198,H288L,0.0425826,5.39111,26/08/2020,-7.44974E+17,0.040462428,2,133.06647 +4199,H288M,0.050248876,5.6604953,26/08/2020,-7.44974E+17,0.050841255,2,116.86989 +4200,H288N,0.089794986,4.9604926,26/08/2020,-7.44974E+17,0.092692053,1,60.783028 +4201,H288N; Q299R,0.11883387,5.245931,26/08/2020,-7.44974E+17,0.115087441,1,46.538902 +4202,H288R; N289T,0.002486067,1.026338,26/08/2020,-7.44974E+17,0.000491233,1,799.6409 +4203,H288S,0.08035548,5.9715247,26/08/2020,-7.44974E+17,0.080709385,2,74.30542 +4204,H288T,0.007974193,3.5529845,26/08/2020,-7.44974E+17,0.006759048,2,518.9109 +4205,H288V,0.003896564,1.7121434,26/08/2020,-7.44974E+17,0.001680772,1,691.33765 +4206,H288W,0.01708231,4.3429646,26/08/2020,-7.44974E+17,0.015533426,2,283.48593 +4207,H288Y,0.043064926,4.623171,26/08/2020,-7.44974E+17,0.040715531,2,115.89533 +4208,H36C,0.012098515,3.3532503,26/08/2020,-7.44974E+17,0.009452792,1,367.71994 +4209,H36D,0.001413105,1.1204519,26/08/2020,-7.44974E+17,0.000631391,3,1091.7556 +4210,H36D; R137C; V141E; H266R; P270T,0.002708462,1.1287677,26/08/2020,-7.44974E+17,0.000691214,1,773.5082 +4211,H36E; M129T,0.002568872,1.056828,26/08/2020,-7.44974E+17,0.000535714,1,805.49023 +4212,H36G,0.001947359,1.1519548,26/08/2020,-7.44974E+17,0.000731409,2,899.91846 +4213,H36I,0.021488298,7.0522137,26/08/2020,-7.44974E+17,0.020947885,4,334.30258 +4214,H36K,0.003400054,1.5409455,26/08/2020,-7.44974E+17,0.001280168,1,741.4661 +4215,H36L,0.004450671,2.857475,26/08/2020,-7.44974E+17,0.003565629,3,723.09045 +4216,H36L; A68V; L143M,0.002490181,0.96676475,26/08/2020,-7.44974E+17,0.000442595,1,790.81146 +4217,H36L; D118E; G126V; V150E; R155C,0.002947935,1.2834877,26/08/2020,-7.44974E+17,0.000856085,1,769.3778 +4218,H36L; D64V; D170E,0.002304489,0.86486554,26/08/2020,-7.44974E+17,0.000315789,1,782.48346 +4219,H36L; F209I; S220T,0.004276795,1.8580568,26/08/2020,-7.44974E+17,0.002219201,1,665.06995 +4220,H36L; F217S; S220T; S225A,0.003233098,1.3287344,26/08/2020,-7.44974E+17,0.000932984,1,744.6322 +4221,H36L; F86S; P133L,0.004559098,1.928132,26/08/2020,-7.44974E+17,0.002329869,1,647.61584 +4222,H36L; G55C; S220T,0.003549504,1.5632865,26/08/2020,-7.44974E+17,0.001383405,1,729.547 +4223,H36L; L51R; T72S; D163Y; R279C,0.002871384,1.2086067,26/08/2020,-7.44974E+17,0.000757289,1,810.62933 +4224,H36L; L51V; A89V; A127V; R155H; T172S; M185I; A280S,0.00194672,0.6357227,26/08/2020,-7.44974E+17,0.000120593,1,795.894 +4225,H36L; L76H; V113L,0.003193603,1.3552618,26/08/2020,-7.44974E+17,0.000968518,1,756.37805 +4226,H36L; Q107P; G191E; A218E; S220T; A228V; A280D,0.002746314,1.1141165,26/08/2020,-7.44974E+17,0.000600682,1,776.2313 +4227,H36L; Q54R; I128N; L143M; G200R; N238I; D287N,0.005755689,2.28476,26/08/2020,-7.44974E+17,0.003370514,1,594.20123 +4228,H36L; Q54R; S145P; S220T; G286R,0.00277471,1.1640772,26/08/2020,-7.44974E+17,0.000692654,1,743.9713 +4229,H36L; R148P; S220T; H230Y; P270Q,0.25103325,5.133499,26/08/2020,-7.44974E+17,0.276569855,1,17.590464 +4230,H36L; S220T,0.028817384,4.366162,26/08/2020,-7.44974E+17,0.026349465,1,182.86118 +4231,H36L; V52A; A68V; Y186N; S220T; N249Y,0.002802444,1.1747062,26/08/2020,-7.44974E+17,0.000701761,1,771.663 +4232,H36M,0.004461121,2.5440836,26/08/2020,-7.44974E+17,0.003319049,2,700.9981 +4233,H36N,0.007192395,2.6148703,26/08/2020,-7.44974E+17,0.004756585,1,513.78015 +4234,H36N; A112V; G120C,0.00222483,0.80817926,26/08/2020,-7.44974E+17,0.000248706,1,780.2831 +4235,H36N; C75S; R148P; S220T; H230Y,0.00341327,1.4771941,26/08/2020,-7.44974E+17,0.001246341,1,750.85626 +4236,H36N; L167Y,0.002817806,1.1675334,26/08/2020,-7.44974E+17,0.000637191,1,784.0142 +4237,H36N; M82L; E84K; A156V; M248T; E268G; E295G; A296T,0.001949368,0.59852207,26/08/2020,-7.44974E+17,8.34E-05,1,743.7435 +4238,H36N; V52L; A149T,0.01250009,3.3559434,26/08/2020,-7.44974E+17,0.01033678,1,357.50995 +4239,H36P,0.001791575,1.0669398,26/08/2020,-7.44974E+17,0.000628299,2,923.7002 +4240,H36P; L134M; P219H,0.004516657,1.8849059,26/08/2020,-7.44974E+17,0.002163849,1,653.24066 +4241,H36P; T44A; M74K; S220T,0.002843646,1.2311554,26/08/2020,-7.44974E+17,0.000804165,1,775.23773 +4242,H36P; W41R; T44A; L58P; V150E; V281D; A282V; Y290N,0.002215836,0.7404155,26/08/2020,-7.44974E+17,0.000179844,1,741.95197 +4243,H36Q,0.003664534,2.6780198,26/08/2020,-7.44974E+17,0.002883417,3,831.58435 +4244,H36Q; A231D; Q263H,0.002732248,1.1301168,26/08/2020,-7.44974E+17,0.000641773,1,796.1331 +4245,H36Q; A89T; R96H; D118V; S220T; D233N; V293D,0.002983274,1.2532524,26/08/2020,-7.44974E+17,0.000851761,1,769.19385 +4246,H36Q; F142I; S220T,0.044008374,5.4309616,26/08/2020,-7.44974E+17,0.04300012,2,129.44197 +4247,H36Q; G136S; M248K; Q299L,0.002352418,0.9321774,26/08/2020,-7.44974E+17,0.000390928,1,799.7135 +4248,H36Q; G264S,0.003685053,1.600028,26/08/2020,-7.44974E+17,0.001378212,1,725.38416 +4249,H36Q; G50C; M248T; E278V; V293I,0.004310133,1.8317488,26/08/2020,-7.44974E+17,0.002099056,1,681.7108 +4250,H36Q; L176F; S220T; N249D,0.00285648,1.1392286,26/08/2020,-7.44974E+17,0.000639086,1,790.85376 +4251,H36Q; L51P; S220T; A252V,0.003361419,1.4347972,26/08/2020,-7.44974E+17,0.001132217,1,744.37616 +4252,H36Q; L58I; S226F; S301R,0.002676697,1.0775533,26/08/2020,-7.44974E+17,0.000587525,1,757.0106 +4253,H36Q; P133A; M185I,0.002894328,1.2811763,26/08/2020,-7.44974E+17,0.000920006,1,785.54877 +4254,H36Q; P171H; D233G; M273I,0.002148374,0.76741135,26/08/2020,-7.44974E+17,0.000213261,1,816.57776 +4255,H36Q; P37H; N251Y,0.002339921,0.82700247,26/08/2020,-7.44974E+17,0.000273864,1,754.13385 +4256,H36Q; R148P; S220T; H230Y,0.013202489,3.515156,26/08/2020,-7.44974E+17,0.010757706,1,348.15158 +4257,H36Q; R43H; A213T,0.001823269,0.6014341,26/08/2020,-7.44974E+17,0.000114456,1,781.90533 +4258,H36Q; S220T,0.07564993,1.8757049,26/08/2020,-7.44974E+17,0.071883814,2,29.285507 +4259,H36Q; T81A; V113E; P164L; S220T; R274C,0.003547215,1.5166649,26/08/2020,-7.44974E+17,0.001392954,1,720.103 +4260,H36Q; V130E; L134M; Y144C; S145T; T157A; V204E; L243Q; E254G,0.001780972,0.58174443,26/08/2020,-7.44974E+17,8.58E-05,1,762.0074 +4261,H36Q; V52E; N77K; V130M; G168E; L176F; G200R; E261G,0.00241695,0.9360793,26/08/2020,-7.44974E+17,0.000424895,1,783.36273 +4262,H36Q; V85I; A159S; P171H,0.005477534,2.1523535,26/08/2020,-7.44974E+17,0.00313173,1,608.0606 +4263,H36Q; W115R; D118E; S220T; I256F; D287N,0.003377206,1.3768394,26/08/2020,-7.44974E+17,0.001017644,1,747.7646 +4264,H36R,0.004699284,2.541725,26/08/2020,-7.44974E+17,0.004231337,6,581.0034 +4265,H36R; A60T; S220T,0.009528619,3.0211594,26/08/2020,-7.44974E+17,0.007117234,1,426.8031 +4266,H36R; G50D; T172A; A202V,0.002922106,1.2808702,26/08/2020,-7.44974E+17,0.000850967,1,786.32336 +4267,H36R; L51M; A53T; S220T,0.003058863,1.3041393,26/08/2020,-7.44974E+17,0.000916279,1,788.8099 +4268,H36R; L51M; R148P; S220T; H230Y,0.003274522,1.3857483,26/08/2020,-7.44974E+17,0.001151735,1,738.7731 +4269,H36R; L58H; P131S; S220T; L269F; F297Y,0.001675566,1.0384375,26/08/2020,-7.44974E+17,0.000600302,2,955.00116 +4270,V281R,0.028298547,5.211947,26/08/2020,-7.44974E+17,0.026596142,2,199.7819 +4271,H36R; Q54R; P164L; T172S; L173V; Y192C; H230Q; A260V; E295G,0.00406882,1.8018974,26/08/2020,-7.44974E+17,0.001950128,1,722.5024 +4272,H36R; R148P; S160P; S220T; H230Y; I256F; P300A,0.003102104,1.412597,26/08/2020,-7.44974E+17,0.00121813,1,757.7716 +4273,H36R; S220T,0.009147326,4.5668187,26/08/2020,-7.44974E+17,0.008277667,3,536.7819 +4274,H36R; S220T; H230Y; T242A,0.005869216,2.3320386,26/08/2020,-7.44974E+17,0.003567593,1,579.14325 +4275,H36R; T39I; E46D; M74I; D95H; K236R,0.002832468,1.1990125,26/08/2020,-7.44974E+17,0.000705859,1,781.61383 +4276,H36R; V109L; R137H; D147G; L193H; S220T; L222P,0.003186053,1.3289993,26/08/2020,-7.44974E+17,0.000970208,1,746.2741 +4277,H36R; V66M; N289D,0.002488589,0.98858,26/08/2020,-7.44974E+17,0.000473384,1,751.11804 +4278,H36S,0.010676029,3.064135,26/08/2020,-7.44974E+17,0.009038478,2,342.68237 +4279,H36T,0.01308739,5.071633,26/08/2020,-7.44974E+17,0.012202044,3,413.0113 +4280,H36V,0.017865997,6.870071,26/08/2020,-7.44974E+17,0.017012433,4,392.83502 +4281,H36W,0.005315771,3.2510734,26/08/2020,-7.44974E+17,0.004396356,3,681.60754 +4282,H36Y,0.025469923,4.176385,26/08/2020,-7.44974E+17,0.024786605,1,198.16254 +4283,H36Y; A111T; V150L; V175M; L189S; S220T,0.005498088,2.2826045,26/08/2020,-7.44974E+17,0.003083533,1,616.19934 +4284,H36Y; A159G; P164S; S220T,0.043741386,4.570418,26/08/2020,-7.44974E+17,0.042284288,1,124.540306 +4285,H36Y; D64Y; S220T,0.015568592,3.768438,26/08/2020,-7.44974E+17,0.01292156,1,306.7778 +4286,H36Y; R110H; A111Y,0.004469891,1.9340061,26/08/2020,-7.44974E+17,0.002198365,1,697.283 +4287,H36Y; R148P; S220T; H230Y,0.3898095,5.3956013,26/08/2020,-7.44974E+17,0.452355916,1,8.933146 +4288,H36Y; S267P,0.002218017,0.94973385,26/08/2020,-7.44974E+17,0.00046553,1,784.7134 +4289,H36Y; T81S; G126S,0.002635601,1.0810472,26/08/2020,-7.44974E+17,0.000573345,1,747.31384 +4290,H36Y; V150E; T188P; S220T; G241S; M248T; S267P,0.004375871,1.8688778,26/08/2020,-7.44974E+17,0.001987902,1,691.24176 +4291,H4D,0.120290615,5.0269227,26/08/2020,-7.44974E+17,0.123190014,1,43.804813 +4292,H4E,0.06734556,4.8755975,26/08/2020,-7.44974E+17,0.06620226,1,81.66308 +4293,H4F,0.096607834,5.1604395,26/08/2020,-7.44974E+17,0.093625809,1,57.16 +4294,H4K,0.05753733,5.569123,26/08/2020,-7.44974E+17,0.056696765,2,100.505775 +4295,H4L,0.0666841,4.741899,26/08/2020,-7.44974E+17,0.066690238,1,80.49371 +4296,H4L; S220T; D233E,0.434511,5.3790298,26/08/2020,-7.44974E+17,0.498563725,1,7.4105754 +4297,H4M,0.09543148,5.998404,26/08/2020,-7.44974E+17,0.095719059,2,62.017082 +4298,H4N,0.05769582,4.760437,26/08/2020,-7.44974E+17,0.057809627,1,94.13383 +4299,H4P,0.07311698,4.948434,26/08/2020,-7.44974E+17,0.073041261,1,76.32422 +4300,H4P; G126D,0.002390349,0.8679209,26/08/2020,-7.44974E+17,0.00034826,1,787.38806 +4301,H4R; R148P; S220T; H230Y; I256T,0.0966512,5.1469584,26/08/2020,-7.44974E+17,0.094387792,1,57.511356 +4302,H4R; S220T,0.6398948,5.830238,26/08/2020,-7.44974E+17,0.767405746,1,2.9481385 +4303,H4V,0.078528814,4.00149,26/08/2020,-7.44974E+17,0.078327917,5,49.520153 +4304,H4Y; G191R; A197V,0.002854456,1.245243,26/08/2020,-7.44974E+17,0.000899704,1,766.0564 +4305,H4Y; P45L,0.17382282,5.2610292,26/08/2020,-7.44974E+17,0.180423437,1,28.90694 +4306,H4Y; S6C; A156N,0.25642207,1.0564119,26/08/2020,-7.44974E+17,0.258041227,10,3.2422748 +4307,H4Y; S6T,0.29778847,7.050599,26/08/2020,-7.44974E+17,0.303405799,7,16.847033 +4308,H4Y; S6T; A156N; A159T,0.31614274,1.4060436,26/08/2020,-7.44974E+17,0.343690067,2,3.4874766 +4309,H4Y; S6T; A156N; T188G,0.25465196,1.0231895,26/08/2020,-7.44974E+17,0.271241836,4,3.4132879 +4310,I128A,0.12542589,3.6406362,26/08/2020,-7.44974E+17,0.127312705,5,26.847755 +4311,I128C,0.18571588,9.087742,26/08/2020,-7.44974E+17,0.189072163,4,40.8633 +4312,I128D,0.00090173,1.2122803,26/08/2020,-7.44974E+17,0.000522273,6,1555.6095 +4313,I128E,0.000988421,1.4758588,26/08/2020,-7.44974E+17,0.000653311,7,1662.7238 +4314,I128F,0.001036737,1.2091697,26/08/2020,-7.44974E+17,0.0005574,5,1381.9669 +4315,I128F; F209I,0.002589121,1.0462357,26/08/2020,-7.44974E+17,0.000523193,1,812.20715 +4316,I128F; S220T; S292T,0.00273649,1.1697736,26/08/2020,-7.44974E+17,0.000740549,1,763.1434 +4317,I128F; T179S; S220T,0.002373951,0.9313879,26/08/2020,-7.44974E+17,0.000437986,1,793.404 +4318,I128H,0.002650239,1.6481863,26/08/2020,-7.44974E+17,0.001503881,2,848.2499 +4319,I128H; V130M,0.002133597,0.7611383,26/08/2020,-7.44974E+17,0.000229624,1,771.08826 +4320,I128K,0.001167822,0.89493066,26/08/2020,-7.44974E+17,0.000392657,3,1089.2882 +4321,I128K; M129I,0.003435081,1.5223202,26/08/2020,-7.44974E+17,0.001311517,1,760.258 +4322,I128L,0.003399035,2.0247982,26/08/2020,-7.44974E+17,0.002531919,3,715.4292 +4323,I128M,0.00640465,4.000182,26/08/2020,-7.44974E+17,0.006086239,8,646.28723 +4324,I128M; M129V; V130P; P133L; L134V; V135G; G136R; R137P; P138D; D139A; A140V; V141F; F142L; L143Y; Y144S; S145G; G146D; D147R; R148A; A149V; V150L; L151D; D152E; E153H; H154R; R155A; A156T; T157L; L158A; A159S; S160L; L161G; G162D; D163P; P164R; R165F; F166L; L167G; G168A; A169D; D170P; P171T; T172L; L173A; A174V; V175L; L176Y; Y177N; N178T; T179A; A180L; L182H; H183M; M185Y; Y186A; A187T; T188L; L189N; N190G; G191Y; Y192L; L193Q; Q194A; A195T; T196A; A197L; L198V; V199G; G200S; S201A; A202G; G203V; V204S; S205A; A206T; T207E; E208F; F209A; A210D; D211I; I212A; A213L; L214G; G215W; W216F; F217A; A218P; P219S; S220V; V221L; L222A; A223P; P224S; S226L; L227A; A229H; H230A; A231V; V232D; D233L; L234D; D235K; K236G; G237N; N238Y; Y239P; P240G; G241T; T242L; L243G; G244T; T245L; L246R; R247M; M248N; N249V; V250N; N251A; A252L; L253E; E254H; H255I; I256A; A257R; R258A; A260E; E262Q; Q263G; G264V; V265H; H266S; S267E; E268L; L269P; P270H; H271L; L272M; M273R; R274E; E275V; V276A; A277E; E278R; R279A; A280V; V281A; A282Q; Q283G; G284H; H285G; G286D; D287H; H288N; N289Y; Y290M; M291S; S292V; V293Y; Y294E; E295A; A296F; F297K; K298Q; Q299P; P300S; S301P; P302A; A303S; S304*; *305-,0.002205818,0.83889717,26/08/2020,-7.44974E+17,0.000236651,1,781.53827 +4325,I128M; S220T; E254G,0.18677275,5.3104405,26/08/2020,-7.44974E+17,0.191567214,1,26.412716 +4326,I128N,0.006267722,2.6126716,26/08/2020,-7.44974E+17,0.005036798,2,508.29257 +4327,I128N; F142S; G215V; G244C; N289Y; Y290F,0.002923785,1.2215525,26/08/2020,-7.44974E+17,0.000792199,1,748.4805 +4328,I128N; L181S; S220T; K236R,0.003030387,1.2287655,26/08/2020,-7.44974E+17,0.00075697,1,755.58 +4329,I128N; R148P; L214H; S220T; H230Y,0.006423854,2.5046725,26/08/2020,-7.44974E+17,0.00405195,1,563.77966 +4330,I128N; R148P; S220T; H230Y,0.09220333,5.0389633,26/08/2020,-7.44974E+17,0.091727798,1,59.669926 +4331,I128N; S220T,0.053160213,4.853798,26/08/2020,-7.44974E+17,0.051288391,1,105.453964 +4332,I128P,0.005483017,3.1465697,26/08/2020,-7.44974E+17,0.004850686,4,625.83685 +4333,I128P; M129I,0.005655108,2.2479575,26/08/2020,-7.44974E+17,0.003091485,1,603.4127 +4334,I128Q,0.001789216,1.3542025,26/08/2020,-7.44974E+17,0.001373774,5,889.18036 +4335,I128R,0.001569427,0.9309919,26/08/2020,-7.44974E+17,0.00046459,2,926.0008 +4336,I128S,0.008720372,3.558092,26/08/2020,-7.44974E+17,0.007560554,2,473.61334 +4337,I128T,0.016929558,6.3161216,26/08/2020,-7.44974E+17,0.016394979,6,379.38025 +4338,I128T; A140V; R148P; S220T; H230Y; N249S,0.001956639,0.6672883,26/08/2020,-7.44974E+17,0.000130556,1,746.95605 +4339,I128T; A206D; S220T,0.008037748,2.831228,26/08/2020,-7.44974E+17,0.005744975,1,476.12256 +4340,I128T; E153G; L158H; S220T,0.00286688,1.2062348,26/08/2020,-7.44974E+17,0.000862743,1,756.8826 +4341,I128T; L158H; S220T,0.003907962,1.6660979,26/08/2020,-7.44974E+17,0.001703722,1,686.88464 +4342,I128T; S220T,0.023988564,4.221096,26/08/2020,-7.44974E+17,0.021447986,1,218.50166 +4343,I128T; V135G; A156T; Q194H; H285N,0.003044828,1.3322151,26/08/2020,-7.44974E+17,0.000938034,1,761.9494 +4344,I128V,0.12655787,5.2132053,26/08/2020,-7.44974E+17,0.126813561,5,37.368534 +4345,I128V; H154Q; N178I; S220T,0.003570879,1.5577949,26/08/2020,-7.44974E+17,0.001344431,1,729.5662 +4346,I128V; H183N; N251D; E268D; A280V,0.002093586,0.82162076,26/08/2020,-7.44974E+17,0.000299882,1,794.5564 +4347,I128V; R148P; L161Q; S220T; H230Y; A259V; Q263H,0.003426634,1.4370847,26/08/2020,-7.44974E+17,0.001049011,1,754.41113 +4348,I128V; R148P; S220T; H230Y; D233E,0.5146816,5.545946,26/08/2020,-7.44974E+17,0.610771655,1,5.1588774 +4349,I128V; S220T; H271Q,0.5938192,5.8190365,26/08/2020,-7.44974E+17,0.697606073,1,3.7339268 +4350,I128V; S225T; R258P,0.00471667,1.9475094,26/08/2020,-7.44974E+17,0.002487021,1,658.6466 +4351,I128V; T245I,0.002782347,1.1845226,26/08/2020,-7.44974E+17,0.000720355,1,810.64 +4352,I128W,0.001631483,0.9860109,26/08/2020,-7.44974E+17,0.000509143,2,948.13873 +4353,I128Y,0.00083691,1.3700141,26/08/2020,-7.44974E+17,0.000555515,8,1817.2273 +4354,I212A,0.25405768,3.6884606,26/08/2020,-7.44974E+17,0.25796622,2,11.845343 +4355,I212C,0.25967595,6.061909,26/08/2020,-7.44974E+17,0.272785889,2,18.35044 +4356,I212E,0.3800519,5.3202386,26/08/2020,-7.44974E+17,0.396914768,3,8.9179945 +4357,I212F,0.06629652,2.6596856,26/08/2020,-7.44974E+17,0.065456458,4,41.250435 +4358,I212G,0.31587732,5.3728466,26/08/2020,-7.44974E+17,0.344275639,1,13.001941 +4359,I212H,0.23548703,6.157587,26/08/2020,-7.44974E+17,0.244026854,2,21.132566 +4360,I212K,0.4667662,5.424622,26/08/2020,-7.44974E+17,0.507367368,2,6.251145 +4361,I212L,0.20944364,0.8026672,26/08/2020,-7.44974E+17,0.240959043,3,3.7883706 +4362,I212M,0.32407263,7.232136,26/08/2020,-7.44974E+17,0.330387692,4,15.409255 +4363,I212N,0.45558125,7.6101913,26/08/2020,-7.44974E+17,0.482730639,3,9.137117 +4364,I212N; G286R,0.032537214,4.4515657,26/08/2020,-7.44974E+17,0.031285176,1,164.28902 +4365,I212N; K298M,0.080157876,4.917417,26/08/2020,-7.44974E+17,0.079476844,1,67.197205 +4366,I212N; N249S; Y290N,0.002300285,0.92145646,26/08/2020,-7.44974E+17,0.000384084,1,783.15216 +4367,I212N; S220T,0.24597305,5.4119287,26/08/2020,-7.44974E+17,0.259910436,1,18.974178 +4368,I212N; S220T; H285Q; D287V; Y294F,0.003005334,1.2466037,26/08/2020,-7.44974E+17,0.000806362,1,780.8835 +4369,I212N; S220T; M273T,0.010587984,3.1923497,26/08/2020,-7.44974E+17,0.008144388,1,404.11026 +4370,I212P,0.011424038,4.6357517,26/08/2020,-7.44974E+17,0.010681879,3,434.64008 +4371,I212Q,0.22679962,0.6357576,26/08/2020,-7.44974E+17,0.263422557,6,2.4755797 +4372,I212S,0.321338,6.228497,26/08/2020,-7.44974E+17,0.340034862,2,13.730395 +4373,I212T,0.24898311,5.3635817,26/08/2020,-7.44974E+17,0.267179063,1,18.257841 +4374,I212T; A231T,0.100375846,5.024469,26/08/2020,-7.44974E+17,0.103304377,1,53.82262 +4375,I212T; S220T,0.24459739,5.325238,26/08/2020,-7.44974E+17,0.260223362,1,18.546415 +4376,I212V,0.22572285,5.4546456,26/08/2020,-7.44974E+17,0.229206689,2,19.991589 +4377,I212V; G215D,0.25998864,5.392699,26/08/2020,-7.44974E+17,0.27757355,1,17.22769 +4378,I212W,0.036067657,4.5284014,26/08/2020,-7.44974E+17,0.033867377,1,149.97618 +4379,I256C,0.032282818,5.549338,26/08/2020,-7.44974E+17,0.030909239,2,182.9856 +4380,I256D,0.001657675,1.2951541,26/08/2020,-7.44974E+17,0.000858998,3,1016.8068 +4381,I256E,0.002155704,1.3800335,26/08/2020,-7.44974E+17,0.001036242,2,908.7557 +4382,I256F,0.001787747,1.4342254,26/08/2020,-7.44974E+17,0.000980732,3,1012.35834 +4383,I256H,0.00312462,1.3774917,26/08/2020,-7.44974E+17,0.000978852,1,771.61804 +4384,I256K,0.001469778,1.647963,26/08/2020,-7.44974E+17,0.000970032,5,1287.8306 +4385,I256L,0.004234864,1.8117063,26/08/2020,-7.44974E+17,0.001991532,1,680.3374 +4386,I256M,0.01564378,3.7012455,26/08/2020,-7.44974E+17,0.013226232,1,305.56964 +4387,I256N,0.001960766,1.2018701,26/08/2020,-7.44974E+17,0.000785999,2,897.2992 +4388,I256Q,0.002755351,1.1348419,26/08/2020,-7.44974E+17,0.000654056,1,777.34796 +4389,I256R,0.002362236,0.92330766,26/08/2020,-7.44974E+17,0.000387049,1,790.3648 +4390,I256S,0.005280636,2.832358,26/08/2020,-7.44974E+17,0.004047702,2,642.1542 +4391,I256T,0.044264734,0.4709447,26/08/2020,-7.44974E+17,0.044384394,6,13.422457 +4392,I256V,0.083998464,4.667105,26/08/2020,-7.44974E+17,0.084015934,3,54.6305 +4393,I256V; E261Q,0.12818713,2.1195679,26/08/2020,-7.44974E+17,0.128847405,44,14.580258 +4394,I256W,0.002928793,1.1716882,26/08/2020,-7.44974E+17,0.000612564,1,798.0341 +4395,I256Y,0.003301336,1.4645435,26/08/2020,-7.44974E+17,0.001182438,1,754.3235 +4396,I62A,0.08649247,4.790752,26/08/2020,-7.44974E+17,0.085965526,3,54.361755 +4397,I62C,0.034555744,5.5906835,26/08/2020,-7.44974E+17,0.032096262,2,172.68336 +4398,I62D,0.001831322,1.0022075,26/08/2020,-7.44974E+17,0.000722043,2,845.1827 +4399,I62D; M129L; R137H; V175E; Y177C; S220T; N238Y,0.002489109,0.9319229,26/08/2020,-7.44974E+17,0.000386296,1,760.24506 +4400,I62F,0.001766735,2.0242836,26/08/2020,-7.44974E+17,0.001455854,8,1228.8175 +4401,I62F; A65T; A92V; L189I; S220T; K236R; V250E,0.003371778,1.3972154,26/08/2020,-7.44974E+17,0.001011894,1,739.5745 +4402,I62F; D139V; A213S; S301N,0.002500536,1.0702718,26/08/2020,-7.44974E+17,0.000585037,1,795.657 +4403,I62F; H285L; D287E,0.003216964,1.4069319,26/08/2020,-7.44974E+17,0.001136772,1,782.68 +4404,I62F; I73V; P88S; D95N; P219L; S220T,0.002644085,1.0921074,26/08/2020,-7.44974E+17,0.000534257,1,775.74274 +4405,I62F; L151Q; A156V,0.002096151,0.7319808,26/08/2020,-7.44974E+17,0.000184964,1,790.5828 +4406,I62F; M129V; V130E; D163E; S220T; H266Y,0.002250715,0.9218413,26/08/2020,-7.44974E+17,0.000420935,1,786.07605 +4407,I62F; N178S; L189V; P224S; N251I; H266Y,0.002627058,0.99437267,26/08/2020,-7.44974E+17,0.000447911,1,774.74634 +4408,I62F; P88T; D118G; P131T; L143S; L151P; S226P,0.003250789,1.3578862,26/08/2020,-7.44974E+17,0.00104243,1,780.2636 +4409,I62F; V71A; T157A; V221E,0.003294237,1.3707534,26/08/2020,-7.44974E+17,0.001007933,1,746.27527 +4410,I62F; Y186F; A228V,0.003459641,1.5296968,26/08/2020,-7.44974E+17,0.001385185,1,711.1216 +4411,I62G,0.001505588,1.5230691,26/08/2020,-7.44974E+17,0.000984516,4,1208.0513 +4412,I62H,0.000837563,0.7501026,26/08/2020,-7.44974E+17,0.000304711,4,1205.4641 +4413,I62K,0.006787949,0.4136582,26/08/2020,-7.44974E+17,0.006784985,3,104.023636 +4414,I62L,0.082604684,3.1698751,26/08/2020,-7.44974E+17,0.080711966,2,41.689228 +4415,I62M,0.026644282,4.6690435,26/08/2020,-7.44974E+17,0.025359778,2,191.12408 +4416,I62M; D95V; I128V; S220T,0.003529454,1.5499897,26/08/2020,-7.44974E+17,0.001385364,1,745.7272 +4417,I62M; I73F; L124H; Y177C; A206D; V265G,0.002623776,1.1185167,26/08/2020,-7.44974E+17,0.000630021,1,810.4589 +4418,I62M; S220T,0.3984507,6.8231354,26/08/2020,-7.44974E+17,0.417030221,2,10.562186 +4419,I62M; Y144C; V150M; A218T; S220T; L227V; G284V,0.002531155,1.0373707,26/08/2020,-7.44974E+17,0.00054403,1,800.07227 +4420,I62N,0.003152276,0.9154345,26/08/2020,-7.44974E+17,0.002434792,3,410.42984 +4421,I62N; A65T; Y79C; V141I; S220T,0.002934027,1.191398,26/08/2020,-7.44974E+17,0.000702589,1,743.8466 +4422,I62N; L76P; S220T; E254K,0.00247107,1.0330087,26/08/2020,-7.44974E+17,0.000499397,1,809.69714 +4423,I62N; R90L; L98Q; G126D; V141I; R258H,0.002324008,0.83411163,26/08/2020,-7.44974E+17,0.000273941,1,784.6426 +4424,I62N; S205R; F209L; S220T,0.003356574,1.4882721,26/08/2020,-7.44974E+17,0.001308952,1,747.43396 +4425,I62N; S220T; E295D,0.003037346,1.2727727,26/08/2020,-7.44974E+17,0.000901305,1,762.33453 +4426,I62N; S69Y; M82I; H154L,0.003460509,1.4618074,26/08/2020,-7.44974E+17,0.001224111,1,738.113 +4427,I62P,0.04326284,5.4695644,26/08/2020,-7.44974E+17,0.043657378,2,133.30904 +4428,I62Q,0.007553405,4.1274858,26/08/2020,-7.44974E+17,0.006665316,3,598.8214 +4429,I62S; S220T; T245S; E278K,0.008710342,2.920091,26/08/2020,-7.44974E+17,0.006153003,1,468.92157 +4430,I62T,0.044284146,5.3262477,26/08/2020,-7.44974E+17,0.043018537,2,127.43197 +4431,I62T; I73T; F142S,0.002907193,1.1937779,26/08/2020,-7.44974E+17,0.000804049,1,737.24615 +4432,I62T; L101P; G104S; H154Q; A197T; S220T; Q299L,0.00337498,1.4459909,26/08/2020,-7.44974E+17,0.001147513,1,720.66425 +4433,I62T; S220T; E295G,0.005078849,2.1070895,26/08/2020,-7.44974E+17,0.002724206,1,640.0881 +4434,I62T; V109E; R155H; P302Q,0.002312655,0.7984819,26/08/2020,-7.44974E+17,0.000233725,1,779.0645 +4435,I62T; V175A; S220T; V276A; E278V,0.00257454,1.0368931,26/08/2020,-7.44974E+17,0.000478032,1,810.376 +4436,I62T; V97I; P132S; T207I; P302T,0.00254868,1.0246586,26/08/2020,-7.44974E+17,0.000498976,1,777.3425 +4437,I62V,0.29489398,1.4973599,26/08/2020,-7.44974E+17,0.311902197,2,4.2642045 +4438,I62V; A112T; R165S; S220T; K236I; H255Y,0.003825064,1.5927789,26/08/2020,-7.44974E+17,0.001418531,1,728.25745 +4439,I62V; D64G; R148P; T207I; S220T; H230Y,0.5207767,5.6791697,26/08/2020,-7.44974E+17,0.609334452,1,5.0857744 +4440,I62V; E208K; D235V,0.013137893,3.4847083,26/08/2020,-7.44974E+17,0.010827009,1,344.2335 +4441,I62V; F86Y; L119I; V130E; F142C; N178S; S220T; R274H,0.003694574,1.5753498,26/08/2020,-7.44974E+17,0.001407678,1,712.2054 +4442,I62V; L181I; S220T,0.11792118,4.982169,26/08/2020,-7.44974E+17,0.122215601,1,44.421215 +4443,I62V; L193P; G264C,0.002018503,0.6702413,26/08/2020,-7.44974E+17,0.00013416,1,753.3108 +4444,I62V; M74I; H183Y; Y294F,0.02382653,4.165627,26/08/2020,-7.44974E+17,0.021293672,1,219.07573 +4445,I62V; N77K; D118E; S145L; A159T; H255S; K298E,0.003371894,1.443344,26/08/2020,-7.44974E+17,0.00222292,2,593.84235 +4446,I62V; N78I; P88L; D211Y; H255Q,0.003631015,1.517127,26/08/2020,-7.44974E+17,0.00125073,1,729.1179 +4447,I62V; S160P; H230Q,0.005110121,2.1058512,26/08/2020,-7.44974E+17,0.002640167,1,640.9321 +4448,I62V; S220T,0.6625,5.967071,26/08/2020,-7.44974E+17,0.713966019,3,2.8674023 +4449,I62V; S220T; H266Q; R274C; H285L,0.017136924,3.8015914,26/08/2020,-7.44974E+17,0.015297557,1,275.79587 +4450,I62V; S69P; T172S; T188A; L193P; S220T,0.003668406,1.5020581,26/08/2020,-7.44974E+17,0.001237939,1,705.2969 +4451,I62V; T63S; C75S; Q194H; K236N,0.008500093,2.901444,26/08/2020,-7.44974E+17,0.006386551,1,469.05362 +4452,I62V; V66A; A231V,0.009292266,3.0275288,26/08/2020,-7.44974E+17,0.006932566,1,431.36145 +4453,I62W,0.002709424,1.0651221,26/08/2020,-7.44974E+17,0.000539582,1,788.6856 +4454,I73A,0.001272334,1.2165817,26/08/2020,-7.44974E+17,0.000663041,4,1193.943 +4455,I73C,0.003839304,3.345682,26/08/2020,-7.44974E+17,0.003410897,6,917.2173 +4456,I73D,0.001669704,1.1684849,26/08/2020,-7.44974E+17,0.0010419,4,880.122 +4457,I73F,0.031027146,5.741719,26/08/2020,-7.44974E+17,0.030149656,4,188.37563 +4458,I73F; A174T; A180V; S220T; A296V,0.002620397,1.0527514,26/08/2020,-7.44974E+17,0.000598374,1,780.8912 +4459,I73F; D152E; S220T; V232A,0.56217784,5.7804475,26/08/2020,-7.44974E+17,0.671013754,1,4.1570582 +4460,I73F; E108D; S220T,0.019326305,3.9684072,26/08/2020,-7.44974E+17,0.016187092,1,259.05676 +4461,I73F; E108D; V113E; S220T,0.045284655,4.6773286,26/08/2020,-7.44974E+17,0.044145122,1,121.36185 +4462,I73F; Q107L; L176F; S220T,0.004705732,1.9069744,26/08/2020,-7.44974E+17,0.002079403,1,646.1427 +4463,I73F; R148P; S220T; H230Y,0.15314636,5.3168406,26/08/2020,-7.44974E+17,0.149573914,1,34.50926 +4464,I73F; S220T; H266L,0.007928548,2.793997,26/08/2020,-7.44974E+17,0.005775292,1,480.6654 +4465,I73F; V204A; S220T; K298R,0.003639829,1.5709429,26/08/2020,-7.44974E+17,0.001359609,1,707.0118 +4466,I73F; Y123N; V175E; S220T; V221M; V281D,0.001872581,1.1549684,26/08/2020,-7.44974E+17,0.000754125,2,908.2095 +4467,I73G,0.003698428,1.4346251,26/08/2020,-7.44974E+17,0.00260046,2,545.05194 +4468,I73H,0.002198481,1.3270624,26/08/2020,-7.44974E+17,0.000931719,2,863.2438 +4469,I73K,0.002452354,0.9890968,26/08/2020,-7.44974E+17,0.00044314,1,792.75885 +4470,I73L,0.08203402,6.1038923,26/08/2020,-7.44974E+17,0.080779806,2,74.174736 +4471,I73M,0.03179164,4.3977017,26/08/2020,-7.44974E+17,0.030353223,1,167.56015 +4472,I73N,0.001433059,1.1162928,26/08/2020,-7.44974E+17,0.000831867,4,969.332 +4473,I73N; A112T; S220T,0.00252888,1.0451713,26/08/2020,-7.44974E+17,0.000486233,1,774.1212 +4474,I73N; A80V; M291V,0.00248237,0.95878017,26/08/2020,-7.44974E+17,0.000411514,1,804.46594 +4475,I73N; C75G; R148S; L173Q; L214F,0.002835373,1.1907667,26/08/2020,-7.44974E+17,0.000763913,1,820.6501 +4476,I73N; L198M; S220T; H255L; H271Q; A280V; Y290C,0.003119218,1.384228,26/08/2020,-7.44974E+17,0.001090611,1,794.6986 +4477,I73N; P131T; L193P; S220T,0.003425458,1.4109344,26/08/2020,-7.44974E+17,0.001127978,1,761.6649 +4478,I73N; R148C; D211N; A257V; R279H,0.001722199,0.5008804,26/08/2020,-7.44974E+17,3.63E-05,1,763.0515 +4479,I73N; S160T; L173R; M184K; L214H; S220T,0.005120479,2.0565145,26/08/2020,-7.44974E+17,0.00286367,1,611.31683 +4480,I73N; S220T; A223T; G244C; S292P,0.003174957,1.3296099,26/08/2020,-7.44974E+17,0.000888354,1,766.79596 +4481,I73N; S220T; N238D; T242A,0.003417845,1.4066943,26/08/2020,-7.44974E+17,0.001038567,1,735.0915 +4482,I73N; S220T; R258S; A259P,0.002444641,0.9363369,26/08/2020,-7.44974E+17,0.000391967,1,762.4082 +4483,I73N; T105S; G191R; S220T; S267L,0.002861125,1.1989851,26/08/2020,-7.44974E+17,0.000676984,1,770.5717 +4484,I73N; V113G; R122C; A202V; Q299H,0.004419291,1.8908241,26/08/2020,-7.44974E+17,0.002226947,1,660.60864 +4485,I73N; V99I; S220T,0.00264198,1.1293026,26/08/2020,-7.44974E+17,0.000720254,1,797.00836 +4486,I73N; Y192C; S220T; N251D,0.002153513,1.3220252,26/08/2020,-7.44974E+17,0.000917247,2,890.76215 +4487,I73P,0.001069647,1.0596088,26/08/2020,-7.44974E+17,0.000492828,4,1254.6404 +4488,I73Q,0.001630983,1.3060822,26/08/2020,-7.44974E+17,0.000882749,3,1028.0724 +4489,I73R,0.001087481,0.92180145,26/08/2020,-7.44974E+17,0.000543054,4,1109.4479 +4490,I73S,0.001570722,0.9459636,26/08/2020,-7.44974E+17,0.000517212,2,933.7664 +4491,I73S; S220T; H230Y,0.006551251,2.5090547,26/08/2020,-7.44974E+17,0.004029583,1,555.104 +4492,I73T,0.001508395,1.1553681,26/08/2020,-7.44974E+17,0.000680538,3,1023.8031 +4493,I73T; D95G; L193P; S220T; L246H,0.00269399,1.717127,26/08/2020,-7.44974E+17,0.001498111,2,842.4187 +4494,I73T; G126A; S220T; D235G; E262D,0.003218924,1.3957995,26/08/2020,-7.44974E+17,0.0010018,1,754.62585 +4495,I73T; L198Q,0.002542364,1.03781,26/08/2020,-7.44974E+17,0.000506516,1,802.7041 +4496,I73T; S220T,0.003270981,1.3891636,26/08/2020,-7.44974E+17,0.001197067,1,732.3307 +4497,I73T; T81A; R148P; S220T; H230Y,0.4607713,5.60329,26/08/2020,-7.44974E+17,0.528362529,1,6.6776013 +4498,I73T; Y123F; M129L; Y177H,0.002478145,0.96854585,26/08/2020,-7.44974E+17,0.000429735,1,797.5731 +4499,I73T; Y177H,0.001776068,0.60473424,26/08/2020,-7.44974E+17,8.50E-05,1,798.3883 +4500,I73V,0.065087825,6.03388,26/08/2020,-7.44974E+17,0.063907724,3,91.87376 +4501,I73V; M184I; S220T; L243P,0.005632016,2.2215466,26/08/2020,-7.44974E+17,0.003402506,1,582.76086 +4502,I73V; N78D; N178K,0.006370998,2.4621758,26/08/2020,-7.44974E+17,0.004166153,1,586.02374 +4503,I73V; N78K; M82K,0.002907427,1.2803736,26/08/2020,-7.44974E+17,0.000915501,1,784.8816 +4504,I73V; P106Q; S220T; A228V,0.002775426,1.0731697,26/08/2020,-7.44974E+17,0.000532008,1,788.871 +4505,I73V; P219H; S220T; V276D,0.002769223,1.0559137,26/08/2020,-7.44974E+17,0.000527248,1,776.011 +4506,K236A,0.27643836,5.4173393,26/08/2020,-7.44974E+17,0.29535894,1,15.742265 +4507,K236C,0.10807251,5.1673756,26/08/2020,-7.44974E+17,0.107069642,1,51.123497 +4508,K236D,0.15650539,9.791544,26/08/2020,-7.44974E+17,0.158585159,5,53.843697 +4509,K236E,0.18927446,6.1459537,26/08/2020,-7.44974E+17,0.198548755,2,28.232035 +4510,K236E; Y239C; V276A,0.003017158,1.2897075,26/08/2020,-7.44974E+17,0.000841176,1,786.6143 +4511,K236F,0.10974183,5.036856,26/08/2020,-7.44974E+17,0.113435572,1,49.26181 +4512,K236G,0.10500571,5.387872,26/08/2020,-7.44974E+17,0.102237886,2,50.727695 +4513,K236H,0.20804067,6.9316535,26/08/2020,-7.44974E+17,0.212125769,3,27.374657 +4514,K236I,0.10361548,6.27571,26/08/2020,-7.44974E+17,0.102456234,2,58.348125 +4515,K236I; T242S; L253M,0.022662973,4.14243,26/08/2020,-7.44974E+17,0.019641628,1,223.76411 +4516,K236L,0.13592565,5.173957,26/08/2020,-7.44974E+17,0.1359681,1,38.507835 +4517,K236L; V250A,0.10149709,5.0149755,26/08/2020,-7.44974E+17,0.102885317,1,51.94313 +4518,K236M,0.14948106,5.578812,26/08/2020,-7.44974E+17,0.153551763,2,34.569454 +4519,K236N,0.19733982,5.229343,26/08/2020,-7.44974E+17,0.208463643,1,24.253029 +4520,K236N; A260E,0.002176341,0.83535486,26/08/2020,-7.44974E+17,0.00029384,1,786.21106 +4521,K236P,0.006646739,2.4753602,26/08/2020,-7.44974E+17,0.004036565,1,555.4192 +4522,K236R,0.30546096,1.6407441,26/08/2020,-7.44974E+17,0.29205903,6,3.9469974 +4523,K236S,0.21584228,0.63268435,26/08/2020,-7.44974E+17,0.237126974,7,2.622037 +4524,K236T,0.2434823,5.3553414,26/08/2020,-7.44974E+17,0.25787982,1,18.94512 +4525,K236V,0.17279713,5.8138337,26/08/2020,-7.44974E+17,0.173033399,2,30.013872 +4526,K236W,0.043694835,5.941088,26/08/2020,-7.44974E+17,0.04397562,3,137.42233 +4527,K236Y,0.117270604,6.0312214,26/08/2020,-7.44974E+17,0.117360241,2,49.1308 +4528,K298E,0.002590962,1.0744879,26/08/2020,-7.44974E+17,0.000580217,1,770.39667 +4529,K298R,0.2020124,5.30922,26/08/2020,-7.44974E+17,0.213055557,1,23.896296 +4530,K298T,0.019284956,3.9301786,26/08/2020,-7.44974E+17,0.016559382,1,258.99722 +4531,K34A,0.078746885,3.8845868,26/08/2020,-7.44974E+17,0.078714524,7,47.34481 +4532,K34D,0.020159423,3.8844895,26/08/2020,-7.44974E+17,0.018072016,1,242.4721 +4533,K34E,0.031159714,4.463074,26/08/2020,-7.44974E+17,0.030120066,2,156.42424 +4534,K34E; A68S; T172S; L182P; S220T,0.002818822,1.1155736,26/08/2020,-7.44974E+17,0.000640472,1,744.4468 +4535,K34E; E46D; F86Y; D170Y; K298M,0.001963252,0.67831177,26/08/2020,-7.44974E+17,0.000144674,1,775.599 +4536,K34E; F166S; T245P; Y294N,0.007133298,2.6703253,26/08/2020,-7.44974E+17,0.004773839,1,545.3389 +4537,K34E; F209S; S220T; H230Y,0.0033215,1.4322273,26/08/2020,-7.44974E+17,0.001175912,1,741.4065 +4538,K34E; F217S,0.011180834,3.3005133,26/08/2020,-7.44974E+17,0.00904988,1,393.08224 +4539,K34E; L76P; E91D; L246P; V265I,0.028792504,4.3485484,26/08/2020,-7.44974E+17,0.026740945,1,182.07227 +4540,K34E; P88H; P138S; S220T; E295A,0.003683877,1.5663466,26/08/2020,-7.44974E+17,0.001408846,1,722.82764 +4541,K34E; Q107R; S220T,0.46659693,5.637879,26/08/2020,-7.44974E+17,0.524546569,1,6.649216 +4542,K34E; Q54R; D147Y; V232D; H255Q; L272P,0.002184955,0.7860334,26/08/2020,-7.44974E+17,0.000225999,1,805.18494 +4543,K34E; R47P; V71I; M185V; V232D,0.01016075,3.206515,26/08/2020,-7.44974E+17,0.007960057,1,410.9216 +4544,K34E; S220T; E254D,0.5726079,5.7238383,26/08/2020,-7.44974E+17,0.673328308,1,4.002219 +4545,K34E; V175M; F217I,0.003743,1.6327417,26/08/2020,-7.44974E+17,0.001583743,1,725.84314 +4546,K34E; V40F; D118N; S201P; Y294C,0.002563775,1.0408382,26/08/2020,-7.44974E+17,0.000559226,1,782.10034 +4547,K34F,0.006403635,3.9626124,26/08/2020,-7.44974E+17,0.00591693,4,662.18805 +4548,K34G,0.057067882,4.314866,26/08/2020,-7.44974E+17,0.055315999,2,80.73845 +4549,K34H,0.04873391,4.8796105,26/08/2020,-7.44974E+17,0.047689574,2,106.35069 +4550,K34M; F142Y; S220T,0.004161832,1.7455727,26/08/2020,-7.44974E+17,0.001905098,1,666.4731 +4551,K34M; G35C; S220T,0.002810587,1.1061535,26/08/2020,-7.44974E+17,0.000601921,1,825.4708 +4552,K34M; G35C; V52M; N78Y; E84D; V135E; D152G; H183Y; P224S,0.002551499,1.0035689,26/08/2020,-7.44974E+17,0.000485057,1,788.5063 +4553,K34M; I73V; N190Y; S220T; A282T,0.002809215,1.1571678,26/08/2020,-7.44974E+17,0.000697061,1,776.6681 +4554,K34M; L124F; L143M; L243P; D287N,0.001903455,1.1884545,26/08/2020,-7.44974E+17,0.000792419,2,919.444 +4555,K34M; L151Q; F166Y; S220T,0.003428927,1.4616762,26/08/2020,-7.44974E+17,0.001172408,1,742.4185 +4556,K34M; M129K; N178K,0.002640534,1.0437001,26/08/2020,-7.44974E+17,0.00051029,1,768.54987 +4557,K34M; N42S; G50C; V71A; P132Q; N178D; S220T,0.00381797,1.6326584,26/08/2020,-7.44974E+17,0.001574643,1,707.2029 +4558,K34M; P138L; F142S; S220T,0.002764076,1.0900961,26/08/2020,-7.44974E+17,0.000576127,1,777.46344 +4559,K34M; R122H; I212M; S220T; V232D; E254D,0.038491536,4.559507,26/08/2020,-7.44974E+17,0.035954023,1,142.58145 +4560,K34M; R137C; D170V; S220T; L234I,0.002409837,0.91614825,26/08/2020,-7.44974E+17,0.000433525,1,768.59015 +4561,K34M; S220T,0.54096496,5.835336,26/08/2020,-7.44974E+17,0.636073817,1,4.7516527 +4562,K34M; V71D; E84D; V250M,0.00273522,1.1269615,26/08/2020,-7.44974E+17,0.00065965,1,806.2896 +4563,K34N,0.20376408,5.2037063,26/08/2020,-7.44974E+17,0.221292038,1,23.387218 +4564,K34N; G104D; R148P; S220T; H230Y,0.00493636,2.0489953,26/08/2020,-7.44974E+17,0.002519379,1,638.9742 +4565,K34N; G35K,0.017094187,3.8323565,26/08/2020,-7.44974E+17,0.014724845,1,284.00592 +4566,K34N; T157S; S160T; S220T,0.09217965,5.0858965,26/08/2020,-7.44974E+17,0.092936742,1,60.00901 +4567,K34P,0.00088423,1.0780923,26/08/2020,-7.44974E+17,0.000432839,5,1477.468 +4568,K34Q,0.04291151,5.6945,26/08/2020,-7.44974E+17,0.041202618,2,139.53932 +4569,K34Q; N42K; A127V; V150M; S220T,0.00283578,1.1696637,26/08/2020,-7.44974E+17,0.000788669,1,760.0813 +4570,K34Q; S49C; N78S; Q194R; S220T; Q299L,0.002620857,1.0356702,26/08/2020,-7.44974E+17,0.000524079,1,756.86456 +4571,K34R,0.124910206,5.0640926,26/08/2020,-7.44974E+17,0.128276581,1,42.04141 +4572,K34R; A159V; S220T; H285R,0.027267246,4.2815304,26/08/2020,-7.44974E+17,0.025297435,1,192.04518 +4573,K34R; N102D; V130M; T179S; S201A,0.002563459,0.971444,26/08/2020,-7.44974E+17,0.000422589,1,760.229 +4574,K34R; Q194R; K236I,0.002061535,0.6968762,26/08/2020,-7.44974E+17,0.000148874,1,781.4949 +4575,K34R; Q54R; P88T; Y144F; S220T; E268K,0.044118464,4.0522556,26/08/2020,-7.44974E+17,0.042600273,2,99.45091 +4576,K34R; R148P; S220T; H230Y,0.61837524,5.8333964,26/08/2020,-7.44974E+17,0.733716253,1,3.2631674 +4577,K34R; R96H; V109M; A149V,0.003547305,1.4484389,26/08/2020,-7.44974E+17,0.001195944,1,703.31213 +4578,K34R; S61P; G126A; A169E; S220T,0.003723475,1.5733848,26/08/2020,-7.44974E+17,0.001379298,1,734.32104 +4579,K34R; V150D,0.003895153,1.6974684,26/08/2020,-7.44974E+17,0.001720775,1,707.82367 +4580,K34S,0.050371006,4.815752,26/08/2020,-7.44974E+17,0.047842761,1,112.715576 +4581,K34T,0.042972725,4.3837323,26/08/2020,-7.44974E+17,0.040488153,2,110.92598 +4582,K34T; A60G,0.05341301,2.904191,26/08/2020,-7.44974E+17,0.051950135,2,60.91745 +4583,K34T; F86Y; L161Q; A169E; L227Q; R247P; M248K,0.002213777,0.8282915,26/08/2020,-7.44974E+17,0.000255076,1,818.81354 +4584,K34T; S220T; A231T; L269S,0.006806308,2.5488923,26/08/2020,-7.44974E+17,0.004497994,1,535.0546 +4585,K34V,0.019549921,4.9047027,26/08/2020,-7.44974E+17,0.018886379,2,274.1129 +4586,K34W,0.005657613,2.2809958,26/08/2020,-7.44974E+17,0.003277885,1,604.7034 +4587,K34Y,0.010696491,3.2248268,26/08/2020,-7.44974E+17,0.008068564,1,407.8432 +4588,L101C,0.018460335,1.1642071,26/08/2020,-7.44974E+17,0.017920981,7,71.1231 +4589,L101D,0.001678896,1.342914,26/08/2020,-7.44974E+17,0.001082802,4,981.5977 +4590,L101E,0.001608507,0.8819414,26/08/2020,-7.44974E+17,0.00127654,7,655.3209 +4591,L101F,0.098017864,0.5374803,26/08/2020,-7.44974E+17,0.104543807,17,5.4212193 +4592,L101G,0.000753369,1.0111812,26/08/2020,-7.44974E+17,0.000404725,7,1581.9332 +4593,L101H,0.006132951,1.248617,26/08/2020,-7.44974E+17,0.005864261,8,225.99135 +4594,L101I,0.00311091,1.677775,26/08/2020,-7.44974E+17,0.002328072,3,654.329 +4595,L101K,0.010279851,0.48092753,26/08/2020,-7.44974E+17,0.009571435,5,68.8376 +4596,L101M,0.063446596,0.8886365,26/08/2020,-7.44974E+17,0.064492777,5,16.18155 +4597,L101M; A213D,0.002543203,1.3776841,26/08/2020,-7.44974E+17,0.001326325,2,773.80316 +4598,L101M; G191R; S220T; A277V,0.003328528,1.4449761,26/08/2020,-7.44974E+17,0.00109569,1,739.5887 +4599,L101M; R148P; S220T; H230Y,0.54070675,5.787354,26/08/2020,-7.44974E+17,0.62899759,1,4.7784615 +4600,L101M; S220T; N289K; A296G,0.003189525,1.3927969,26/08/2020,-7.44974E+17,0.00106779,1,779.5122 +4601,L101N,0.001809156,1.1436126,26/08/2020,-7.44974E+17,0.001580146,10,698.6477 +4602,L101P,0.002173607,0.8393067,26/08/2020,-7.44974E+17,0.00190029,10,437.79297 +4603,L101P; G104S; A218G; S220T; G237C,0.003074387,1.2974788,26/08/2020,-7.44974E+17,0.000973457,1,745.78955 +4604,L101P; G104S; E108V; V130E; D152V; V204A; S220T,0.00330169,1.4281324,26/08/2020,-7.44974E+17,0.001110953,1,758.17126 +4605,L101P; G104S; F209Y,0.003099456,1.3131541,26/08/2020,-7.44974E+17,0.000933625,1,755.02747 +4606,L101P; G104S; S117P; L161P; S220T; T245S; L246H,0.002791834,1.1205133,26/08/2020,-7.44974E+17,0.000630834,1,792.9011 +4607,L101P; G104S; S220T,0.002812242,1.2164513,26/08/2020,-7.44974E+17,0.00080629,1,791.3686 +4608,L101P; G120R,0.002357918,0.90473443,26/08/2020,-7.44974E+17,0.000359992,1,822.68976 +4609,L101P; I212T; S292Y,0.002150731,0.7827245,26/08/2020,-7.44974E+17,0.000229015,1,767.4269 +4610,L101P; N178Y; L253M,0.001509983,1.4453337,26/08/2020,-7.44974E+17,0.001098388,6,1089.9086 +4611,L101P; P133S; S220L; Q283L,0.003500772,1.513172,26/08/2020,-7.44974E+17,0.00117558,1,731.3452 +4612,L101P; P171H; S220T,0.002539438,1.1080179,26/08/2020,-7.44974E+17,0.000625432,1,809.5008 +4613,L101P; R165S; D170E; S220T,0.00377499,1.5706875,26/08/2020,-7.44974E+17,0.00137806,1,702.60425 +4614,L101P; S114P; S220T; I256V,0.003490606,1.5488268,26/08/2020,-7.44974E+17,0.001429756,1,757.1603 +4615,L101P; S201Y; S220T,0.003473552,1.5173932,26/08/2020,-7.44974E+17,0.001347697,1,724.2964 +4616,L101P; T179S; Y186F; S220T,0.003035083,1.3197222,26/08/2020,-7.44974E+17,0.000984907,1,771.7601 +4617,L101P; V130M; T179S,0.002630106,1.0312469,26/08/2020,-7.44974E+17,0.000554167,1,738.9247 +4618,L101P; V221E,0.002346157,0.8609463,26/08/2020,-7.44974E+17,0.000313291,1,767.4829 +4619,L101Q,0.001471128,1.284536,26/08/2020,-7.44974E+17,0.001169078,8,979.83545 +4620,L101Q; A127T; L193P; S220T,0.001971546,0.60135937,26/08/2020,-7.44974E+17,8.39E-05,1,744.01276 +4621,L101Q; A174T; D211G,0.00206345,0.6122936,26/08/2020,-7.44974E+17,8.46E-05,1,715.189 +4622,L101Q; A174V; S220T,0.004503406,1.923804,26/08/2020,-7.44974E+17,0.002243992,1,677.3149 +4623,L101Q; A187V,0.003916134,1.7394938,26/08/2020,-7.44974E+17,0.001726485,1,714.8486 +4624,L101Q; I128T; S220T,0.00255463,1.1098347,26/08/2020,-7.44974E+17,0.000615753,1,776.5906 +4625,L101Q; N289D,0.002646771,1.1046703,26/08/2020,-7.44974E+17,0.000631865,1,768.1199 +4626,L101Q; P131S; R148P; S220T; P224S; H230Y,0.004816896,1.9068282,26/08/2020,-7.44974E+17,0.002312387,1,643.0652 +4627,L101Q; R148P; L176F; G203S; S220T; H230Y; H266D; R274C,0.005130546,2.1035385,26/08/2020,-7.44974E+17,0.002961051,1,614.0889 +4628,L101Q; S220T,0.003173809,1.3395127,26/08/2020,-7.44974E+17,0.000936631,1,767.62103 +4629,L101Q; S220T; G237C,0.002890588,1.170724,26/08/2020,-7.44974E+17,0.000782302,1,745.60815 +4630,L101Q; T157I; L198Q; H255Y,0.004204928,1.7891586,26/08/2020,-7.44974E+17,0.001869473,1,683.2408 +4631,L101Q; V130A; D147E; E268V; Y294N,0.002196804,0.78801376,26/08/2020,-7.44974E+17,0.000234861,1,746.12854 +4632,L101R,0.001891161,1.0811688,26/08/2020,-7.44974E+17,0.001632713,10,635.2562 +4633,L101R; A180S; S220T; G244V,0.002560497,1.0072656,26/08/2020,-7.44974E+17,0.000463358,1,769.07874 +4634,L101R; F142L; S220T,0.003283189,1.3781424,26/08/2020,-7.44974E+17,0.001044375,1,757.4485 +4635,L101R; G162R,0.007172248,2.64187,26/08/2020,-7.44974E+17,0.004826753,1,529.65405 +4636,L101R; L119R; L158F; S220T; V281I,0.003184868,1.3785106,26/08/2020,-7.44974E+17,0.000980145,1,767.95044 +4637,L101R; S114T; T121M; L158H,0.002089716,0.7026522,26/08/2020,-7.44974E+17,0.000159005,1,750.9795 +4638,L101R; S220T,0.002422198,1.0356932,26/08/2020,-7.44974E+17,0.000517794,1,799.6695 +4639,L101R; S220T; H230Y; L234P,0.005318818,2.1853762,26/08/2020,-7.44974E+17,0.00302722,1,597.8607 +4640,L101R; W115C; P133T; D170E; D233G,0.003529182,1.5471704,26/08/2020,-7.44974E+17,0.001387669,1,716.46313 +4641,L101S,0.001149613,1.3126435,26/08/2020,-7.44974E+17,0.000689619,5,1340.5479 +4642,L101T,0.007049363,2.6543965,26/08/2020,-7.44974E+17,0.006575016,5,407.8403 +4643,L101V,0.012515614,1.7111036,26/08/2020,-7.44974E+17,0.012014071,6,149.64737 +4644,L101V; R137P; S220T,0.003189093,1.3598765,26/08/2020,-7.44974E+17,0.001029758,1,720.2505 +4645,L101W,0.004511403,0.57750714,26/08/2020,-7.44974E+17,0.004349164,17,142.77666 +4646,L101Y,0.08096927,0.79822373,26/08/2020,-7.44974E+17,0.079760434,6,10.829505 +4647,L119A,0.291544,5.699333,26/08/2020,-7.44974E+17,0.30219573,3,14.399065 +4648,L119C,0.09733086,0.86470455,26/08/2020,-7.44974E+17,0.102142929,4,10.161237 +4649,L119D,0.029834706,1.0890237,26/08/2020,-7.44974E+17,0.028283719,6,41.931007 +4650,L119E,0.04478576,1.1744547,26/08/2020,-7.44974E+17,0.044317115,10,27.35684 +4651,L119F,0.10133936,0.5761671,26/08/2020,-7.44974E+17,0.109009593,9,5.92168 +4652,L119F; E261Q,0.25360838,1.5761261,26/08/2020,-7.44974E+17,0.255658752,31,4.7088885 +4653,L119F; S220T; F297S,0.002542635,1.0015467,26/08/2020,-7.44974E+17,0.000490138,1,773.07465 +4654,L119G,0.17117748,0.77209824,26/08/2020,-7.44974E+17,0.186342247,9,4.1787953 +4655,L119H,0.27940992,0.9049501,26/08/2020,-7.44974E+17,0.308986391,7,2.5297043 +4656,L119H; A156V; S220T,0.32498735,5.3772874,26/08/2020,-7.44974E+17,0.363923479,1,12.157463 +4657,L119H; D125H; S220T,0.005354281,2.1645834,26/08/2020,-7.44974E+17,0.00293925,1,621.03735 +4658,L119H; D139G; P164L; Q263H,0.002519281,0.96266377,26/08/2020,-7.44974E+17,0.000472491,1,759.9449 +4659,L119H; D147V; E153D,0.003409989,1.4548372,26/08/2020,-7.44974E+17,0.001179257,1,711.8811 +4660,L119H; H154Y,0.074709654,4.952971,26/08/2020,-7.44974E+17,0.073220818,1,74.55166 +4661,L119H; L143M; S145T; T172S; A252T; L253P,0.00303278,1.3173208,26/08/2020,-7.44974E+17,0.000954634,1,780.7695 +4662,L119H; L158H,0.003477624,1.5097712,26/08/2020,-7.44974E+17,0.001376653,1,712.75854 +4663,L119H; R148P; I212T; S220T; H230Y,0.34828672,5.5556555,26/08/2020,-7.44974E+17,0.386201982,1,11.119644 +4664,L119H; S220T,0.5303493,5.6588597,26/08/2020,-7.44974E+17,0.623769437,1,4.946725 +4665,L119H; S220T; N249T; S292F,0.003301248,1.3361559,26/08/2020,-7.44974E+17,0.000922129,1,730.06104 +4666,L119H; V199A,0.057737812,4.800784,26/08/2020,-7.44974E+17,0.056078256,1,96.381744 +4667,L119I,0.19232665,0.5110008,26/08/2020,-7.44974E+17,0.214562155,10,2.4324634 +4668,L119I; A127V; L176F,0.014433906,3.6318786,26/08/2020,-7.44974E+17,0.012029788,1,329.95523 +4669,L119I; D139G; S220T; A231V,0.17358561,5.2197633,26/08/2020,-7.44974E+17,0.181474286,1,28.887518 +4670,L119I; M185L; S220T; H285L,0.6730815,5.8957367,26/08/2020,-7.44974E+17,0.814823849,1,2.4784873 +4671,L119I; R148H; S220T; Q283H,0.24143517,5.3030467,26/08/2020,-7.44974E+17,0.258545142,1,18.727922 +4672,L119I; R148P; S220T; H230Y,0.48637152,5.60243,26/08/2020,-7.44974E+17,0.569677656,1,5.9948735 +4673,L119K,0.111104965,2.2029502,26/08/2020,-7.44974E+17,0.111957509,2,21.330254 +4674,L119M,0.20448515,0.6931255,26/08/2020,-7.44974E+17,0.224157503,14,2.8976865 +4675,L119N,0.11391124,0.7297665,26/08/2020,-7.44974E+17,0.131924837,2,8.524361 +4676,L119P,0.004193512,1.9155437,26/08/2020,-7.44974E+17,0.003659745,4,526.7464 +4677,L119P; G136D; N178Y; T207A,0.00373746,1.596669,26/08/2020,-7.44974E+17,0.001439817,1,728.7084 +4678,L119P; L134R; T207S; S301R,0.006239962,2.424213,26/08/2020,-7.44974E+17,0.003997655,1,570.69464 +4679,L119P; M248T,0.002581749,1.0657268,26/08/2020,-7.44974E+17,0.000580918,1,786.19635 +4680,L119P; S220T,0.006220561,2.4152074,26/08/2020,-7.44974E+17,0.003845758,1,574.5019 +4681,L119P; S220T; H266R; M291K,0.002596609,0.9848772,26/08/2020,-7.44974E+17,0.000456811,1,750.91693 +4682,L119P; Y123C; D163G; R165C; N178I; V281A,0.002752587,1.0328385,26/08/2020,-7.44974E+17,0.000466742,1,753.3095 +4683,L119Q,0.1417767,0.5421609,26/08/2020,-7.44974E+17,0.160975827,8,3.8341131 +4684,L119R,0.14507684,0.9034743,26/08/2020,-7.44974E+17,0.148776269,6,6.146117 +4685,L119S,0.080385156,0.4962873,26/08/2020,-7.44974E+17,0.085180832,6,7.266141 +4686,L119T,0.15902057,0.8975724,26/08/2020,-7.44974E+17,0.175820166,4,5.8064966 +4687,L119V,0.17984691,0.4141774,26/08/2020,-7.44974E+17,0.211355551,13,2.124769 +4688,L119V; S220T,0.53836626,5.5124693,26/08/2020,-7.44974E+17,0.636715773,1,4.67203 +4689,L119W,0.11412892,0.770236,26/08/2020,-7.44974E+17,0.121225143,5,7.234437 +4690,L119Y,0.13898878,3.1694539,26/08/2020,-7.44974E+17,0.140450576,6,20.65618 +4691,L124A,0.002621602,2.6496577,26/08/2020,-7.44974E+17,0.00215918,5,1096.3973 +4692,L124F; A156V; G168V; A169S,0.002581751,1.157045,26/08/2020,-7.44974E+17,0.000768041,1,795.2892 +4693,L124F; R148P; S220T; H230Y,0.04241306,4.7075105,26/08/2020,-7.44974E+17,0.039936866,1,133.08984 +4694,L124F; S220T; A223V; V250A,0.002876415,1.1996045,26/08/2020,-7.44974E+17,0.000732614,1,763.63684 +4695,L124F; S220T; M291T,0.003172371,1.3999901,26/08/2020,-7.44974E+17,0.001148864,1,776.0227 +4696,L124G,0.00144233,1.0776072,26/08/2020,-7.44974E+17,0.000724184,3,1005.9413 +4697,L124H,0.003779405,1.696199,26/08/2020,-7.44974E+17,0.001652395,1,744.28656 +4698,L124H; A149T; R247C; H266P; Y294H,0.003480505,1.4870576,26/08/2020,-7.44974E+17,0.001227516,1,778.7016 +4699,L124H; L189I; A223T; E295K,0.002198919,0.83726215,26/08/2020,-7.44974E+17,0.000282026,1,791.7408 +4700,L124H; P138Q; W216R; S220T,0.001428117,0.7003787,26/08/2020,-7.44974E+17,0.00040491,2,831.58417 +4701,L124H; Q194E; E208K; S220T,0.002620324,1.1120741,26/08/2020,-7.44974E+17,0.000595521,1,751.89105 +4702,L124H; R148H; L243M,0.002731558,1.0824677,26/08/2020,-7.44974E+17,0.000574095,1,774.1941 +4703,L124H; S220I,0.002595289,1.0084487,26/08/2020,-7.44974E+17,0.00045844,1,768.9803 +4704,L124H; S220T,0.001943564,1.2166947,26/08/2020,-7.44974E+17,0.000799204,2,914.42584 +4705,L124H; S220T; T245I,0.002851546,1.201168,26/08/2020,-7.44974E+17,0.000771392,1,783.02686 +4706,L124I,0.10461816,2.8006191,26/08/2020,-7.44974E+17,0.103822598,10,24.835192 +4707,L124I; A187T; S220T; H266Y,0.005901598,2.3058596,26/08/2020,-7.44974E+17,0.003813641,1,564.95984 +4708,L124I; A197V; G215D; S220T; P224S; S301R,0.003372693,1.4110544,26/08/2020,-7.44974E+17,0.001165394,1,711.8113 +4709,L124I; L222P; V293D,0.003859485,1.6307435,26/08/2020,-7.44974E+17,0.001538812,1,700.34015 +4710,L124I; R148P; A156V; S220T; H230Y,0.5624538,5.5454655,26/08/2020,-7.44974E+17,0.676758028,1,4.1031795 +4711,L124I; S220T,0.4030398,5.4264393,26/08/2020,-7.44974E+17,0.45425321,1,8.615266 +4712,L124I; S220T; L234H,0.00298843,1.309174,26/08/2020,-7.44974E+17,0.000888998,1,774.7764 +4713,L124I; V130M; D152V; S220T; P300L,0.003226009,1.3952516,26/08/2020,-7.44974E+17,0.001135094,1,734.2879 +4714,L124I; V276A,0.001948815,1.2163036,26/08/2020,-7.44974E+17,0.000817832,2,898.4415 +4715,L124K,0.002178482,2.0337408,26/08/2020,-7.44974E+17,0.001536317,4,1072.674 +4716,L124M,0.059463274,3.9020188,26/08/2020,-7.44974E+17,0.059034627,5,65.096344 +4717,L124N,0.002338491,0.9352124,26/08/2020,-7.44974E+17,0.000454027,1,797.3239 +4718,L124P,0.001210954,1.3250997,26/08/2020,-7.44974E+17,0.00073019,5,1288.6929 +4719,L124P; A174E; L181F; F217S; S220T,0.046878614,4.775459,26/08/2020,-7.44974E+17,0.044447761,1,120.033264 +4720,L124P; E262R,0.003000887,1.3029929,26/08/2020,-7.44974E+17,0.000883183,1,772.671 +4721,L124P; F142L; L167H; V204E; H271R; R279C,0.003064576,1.2713137,26/08/2020,-7.44974E+17,0.000814502,1,789.1925 +4722,L124P; M184I,0.003050894,1.3391211,26/08/2020,-7.44974E+17,0.000964039,1,763.2627 +4723,L124P; N249Y,0.006376887,2.4454184,26/08/2020,-7.44974E+17,0.003958734,1,552.622 +4724,L124P; P133S; D147V; S220T; R247C,0.003362202,1.465722,26/08/2020,-7.44974E+17,0.001141724,1,726.99927 +4725,L124P; R148H; A187T; T207N; I212N; N238I; P240L,0.003468678,1.5441034,26/08/2020,-7.44974E+17,0.001389225,1,738.33655 +4726,L124P; S220P; T242A; H285Q,0.003414125,1.4638326,26/08/2020,-7.44974E+17,0.001272756,1,743.5274 +4727,L124Q,0.00323567,1.3307089,26/08/2020,-7.44974E+17,0.000901681,1,765.50415 +4728,L124R,0.001259457,1.9216396,26/08/2020,-7.44974E+17,0.000965642,8,1639.5048 +4729,L124S,0.001612005,1.5991865,26/08/2020,-7.44974E+17,0.000995119,4,1176.8291 +4730,L124T,0.001824829,1.7121612,26/08/2020,-7.44974E+17,0.001231931,4,1104.3986 +4731,L124V,0.018016415,6.7694077,26/08/2020,-7.44974E+17,0.017340309,4,385.6231 +4732,L124W,0.003652731,1.6115112,26/08/2020,-7.44974E+17,0.001596218,1,706.86786 +4733,L124Y,0.001582307,1.8406738,26/08/2020,-7.44974E+17,0.00111408,5,1313.2039 +4734,L134C,0.20612682,7.290282,26/08/2020,-7.44974E+17,0.209202148,4,28.89862 +4735,L134E,0.17435129,5.2775383,26/08/2020,-7.44974E+17,0.179398288,1,28.85942 +4736,L134E; N178D,0.025666438,5.30943,26/08/2020,-7.44974E+17,0.024624977,2,223.95326 +4737,L134F,0.16861218,6.338245,26/08/2020,-7.44974E+17,0.170994845,2,33.61692 +4738,L134G,0.04784714,3.1917768,26/08/2020,-7.44974E+17,0.047306727,2,74.72486 +4739,L134H,0.15543947,5.155442,26/08/2020,-7.44974E+17,0.159705847,1,32.757725 +4740,L134K,0.18039787,4.6160045,26/08/2020,-7.44974E+17,0.181933377,5,21.772886 +4741,L134M; A206D; L246H; E261V; Q263L,0.002572313,1.0257983,26/08/2020,-7.44974E+17,0.000529917,1,798.4146 +4742,L134M; E254D,0.16493449,1.4586358,26/08/2020,-7.44974E+17,0.150213301,10,7.8312755 +4743,L134M; K236R; Y239H; V276A; V293A,0.002448313,0.9485081,26/08/2020,-7.44974E+17,0.000425964,1,771.33295 +4744,L134M; L193S,0.004504911,1.8868266,26/08/2020,-7.44974E+17,0.002348984,1,644.7297 +4745,L134M; S220T; E262K; E278G; P300Q,0.003960327,1.6039598,26/08/2020,-7.44974E+17,0.001449776,1,691.5841 +4746,L134M; S220T; S292T,0.035218254,4.4950027,26/08/2020,-7.44974E+17,0.032958868,1,153.7438 +4747,L134N,0.14035219,5.086569,26/08/2020,-7.44974E+17,0.145109958,1,36.876934 +4748,L134P,0.011509843,1.5031809,26/08/2020,-7.44974E+17,0.010825048,2,169.28134 +4749,L134P; A140T; H183L; S220T; N289S,0.003109094,1.305891,26/08/2020,-7.44974E+17,0.000991746,1,771.0474 +4750,L134P; H183L; K236E,0.003720888,1.5220364,26/08/2020,-7.44974E+17,0.001340862,1,718.5139 +4751,L134P; L181I; T207S; P224H; A228G; H230L; G244D; V250E; Q283H; D287N,0.002718644,1.0736004,26/08/2020,-7.44974E+17,0.000529382,1,781.12823 +4752,L134P; L182P,0.003345517,1.4155287,26/08/2020,-7.44974E+17,0.001020644,1,752.7655 +4753,L134P; N178Y; M184I; A206D; F217I; S220T; E278D,0.003533111,1.5358784,26/08/2020,-7.44974E+17,0.00133548,1,733.47925 +4754,L134P; S220T; I256N; R279S,0.00437191,1.8981906,26/08/2020,-7.44974E+17,0.002202128,1,686.4665 +4755,L134Q,0.30046964,4.4603972,26/08/2020,-7.44974E+17,0.311082092,3,10.772609 +4756,L134Q; A187P,0.001952973,0.6084071,26/08/2020,-7.44974E+17,7.70E-05,1,787.3636 +4757,L134Q; N190I; A202V; E208G; S220T; G284A,0.002167614,0.79340816,26/08/2020,-7.44974E+17,0.000233481,1,804.8743 +4758,L134Q; R148P; S220T; H230Y,0.503176,5.6807528,26/08/2020,-7.44974E+17,0.580542833,1,5.523883 +4759,L134Q; R148P; S220T; H230Y; A252T,0.039811365,4.6638136,26/08/2020,-7.44974E+17,0.036120525,1,141.07178 +4760,L134Q; S145T; S205C; H271Q; Q299L,0.003533302,1.5539422,26/08/2020,-7.44974E+17,0.001430801,1,726.2712 +4761,L134Q; S220T,0.54103756,5.5911164,26/08/2020,-7.44974E+17,0.64054091,1,4.614458 +4762,L134Q; V135I; S220T; S267T,0.08819576,4.8680353,26/08/2020,-7.44974E+17,0.092725826,1,59.973473 +4763,L134Q; Y177H; G215S; L253P,0.002533146,1.103595,26/08/2020,-7.44974E+17,0.00062169,1,799.5259 +4764,L134R,0.106464535,4.9703016,26/08/2020,-7.44974E+17,0.106916851,1,49.80779 +4765,L134S,0.19899435,5.2436934,26/08/2020,-7.44974E+17,0.209579908,1,24.652525 +4766,L134V,0.11064276,5.1565523,26/08/2020,-7.44974E+17,0.110311308,1,49.312153 +4767,L134V; G168E; A197T; S201P; G215S; A228T; T242S; N251H,0.004383071,1.814732,26/08/2020,-7.44974E+17,0.002020511,1,676.7674 +4768,L134W,0.17146957,5.1837125,26/08/2020,-7.44974E+17,0.178525775,1,29.230633 +4769,L134W; G136C,0.003860863,1.6181021,26/08/2020,-7.44974E+17,0.001540051,1,738.8056 +4770,L134Y,0.13407804,7.745632,26/08/2020,-7.44974E+17,0.135779759,4,51.563263 +4771,L143A,0.011499154,4.0697575,26/08/2020,-7.44974E+17,0.010126321,2,404.79205 +4772,L143D,0.001924808,1.1879354,26/08/2020,-7.44974E+17,0.000765826,2,900.5633 +4773,L143E,0.002461776,0.94910324,26/08/2020,-7.44974E+17,0.000432008,1,752.431 +4774,L143F,0.042746283,5.675083,26/08/2020,-7.44974E+17,0.041084019,2,139.6451 +4775,L143F; M184T; L214H; P300Q,0.002668203,1.0371759,26/08/2020,-7.44974E+17,0.000488229,1,786.55707 +4776,L143G,0.003649525,2.0676787,26/08/2020,-7.44974E+17,0.002436091,2,728.02124 +4777,L143H,0.011708058,3.366666,26/08/2020,-7.44974E+17,0.009433567,1,374.27127 +4778,L143I,0.0532195,6.0652814,26/08/2020,-7.44974E+17,0.052476276,3,114.26767 +4779,L143I; E261Q,0.3402384,1.8443868,26/08/2020,-7.44974E+17,0.342222424,154,3.5834522 +4780,L143K,0.001624285,1.1619239,26/08/2020,-7.44974E+17,0.000794381,3,952.04175 +4781,L143K; A149T,0.002356347,0.91677177,26/08/2020,-7.44974E+17,0.000365818,1,762.7203 +4782,L143M,0.035992246,5.3407607,26/08/2020,-7.44974E+17,0.035701564,4,150.85916 +4783,L143M; A149T; Y192H,0.006066949,2.4064367,26/08/2020,-7.44974E+17,0.003895649,1,579.9734 +4784,L143M; D152N; E208K; S220T; H230Y,0.15203358,5.2113037,26/08/2020,-7.44974E+17,0.157054691,1,33.793095 +4785,L143M; E268D,0.015665026,3.7481885,26/08/2020,-7.44974E+17,0.013417069,1,305.75183 +4786,L143M; H154Y; I256V; A280T; Y290N,0.002752161,1.187071,26/08/2020,-7.44974E+17,0.00073626,1,815.2144 +4787,L143M; L181S; G237C; F297Y,0.0022036,0.85405135,26/08/2020,-7.44974E+17,0.000276189,1,803.6415 +4788,L143M; S201P; S220T,0.009673195,3.0892227,26/08/2020,-7.44974E+17,0.007422899,1,435.4232 +4789,L143M; S220T,0.3795153,5.546426,26/08/2020,-7.44974E+17,0.424188644,1,9.613987 +4790,L143M; S220T; H230Y,0.44274235,5.570231,26/08/2020,-7.44974E+17,0.504670749,1,7.2597194 +4791,L143M; S220T; V221A,0.109864235,5.1032486,26/08/2020,-7.44974E+17,0.108240713,1,49.264053 +4792,L143M; Y186F; S220T; M291V,0.003217182,1.394518,26/08/2020,-7.44974E+17,0.000999051,1,782.03705 +4793,L143N,0.007553023,2.7396238,26/08/2020,-7.44974E+17,0.005262125,1,503.1204 +4794,L143P,0.001080827,0.9444743,26/08/2020,-7.44974E+17,0.000519825,4,1128.8627 +4795,L143Q,0.002272717,0.937192,26/08/2020,-7.44974E+17,0.0004406,1,793.4138 +4796,L143S; D170E; H230Y,0.005132445,2.1504126,26/08/2020,-7.44974E+17,0.003310301,1,615.5003 +4797,L143S; E153D; E208D; S220T,0.005707165,2.3164077,26/08/2020,-7.44974E+17,0.003527407,1,583.1799 +4798,L143S; H154L; T172I; S220T; I256T; L272Q; E295G,0.002353882,0.91328704,26/08/2020,-7.44974E+17,0.000366615,1,793.9259 +4799,L143S; H183R,0.002311439,0.89046127,26/08/2020,-7.44974E+17,0.000318889,1,811.8437 +4800,L143S; I212T,0.003041778,1.2806146,26/08/2020,-7.44974E+17,0.000878961,1,763.7807 +4801,L143S; R148P; S220T; H230Y,0.001899667,0.60083604,26/08/2020,-7.44974E+17,9.67E-05,1,793.5802 +4802,L143S; S201F,0.002282048,0.8286587,26/08/2020,-7.44974E+17,0.000273009,1,771.7344 +4803,L143S; S220T; A296T,0.003267061,1.3968389,26/08/2020,-7.44974E+17,0.000980691,1,775.59875 +4804,L143S; S220T; H230Y,0.010985668,3.2837968,26/08/2020,-7.44974E+17,0.00896806,1,395.5361 +4805,L143S; T157N; S205N; L234H; R258C,0.008780244,2.9432976,26/08/2020,-7.44974E+17,0.005971097,1,473.13623 +4806,L143S; T179A; S220T,0.005896051,2.303609,26/08/2020,-7.44974E+17,0.003494258,1,572.2027 +4807,L143S; T207I; A218S; S220T; I256F,0.002843277,1.1776373,26/08/2020,-7.44974E+17,0.000750893,1,774.39886 +4808,L143S; Y186N; S220T,0.002916914,1.2970368,26/08/2020,-7.44974E+17,0.000966387,1,774.33887 +4809,L143S; Y290N,0.003075176,1.3233215,26/08/2020,-7.44974E+17,0.000958087,1,758.76373 +4810,L143T,0.015039081,4.534761,26/08/2020,-7.44974E+17,0.013186388,2,341.58374 +4811,L143V,0.06497121,6.0682945,26/08/2020,-7.44974E+17,0.064135505,2,95.3015 +4812,L143V; S220T; Q283L,0.37602577,5.6149163,26/08/2020,-7.44974E+17,0.416084371,1,9.909507 +4813,L143V; V175E; N178I; E208G; D287E; Q299L,0.001950545,0.6723696,26/08/2020,-7.44974E+17,0.000130241,1,812.8534 +4814,L143W,0.023261445,5.2700577,26/08/2020,-7.44974E+17,0.022644917,3,237.37685 +4815,L143Y,0.031153806,4.460405,26/08/2020,-7.44974E+17,0.02919223,1,172.50912 +4816,L151C,0.058347177,5.621239,26/08/2020,-7.44974E+17,0.056045982,3,96.99377 +4817,L151D,0.001384181,1.604049,26/08/2020,-7.44974E+17,0.000906952,5,1324.4133 +4818,L151E,0.006513975,1.9228797,26/08/2020,-7.44974E+17,0.00567188,4,337.57986 +4819,L151F,0.17578821,2.5779974,26/08/2020,-7.44974E+17,0.174598895,4,13.219911 +4820,L151I,0.057067394,4.6195245,26/08/2020,-7.44974E+17,0.057277226,3,82.258705 +4821,L151K,0.004941631,2.0921996,26/08/2020,-7.44974E+17,0.002631349,1,633.62274 +4822,L151M,0.14154981,5.2477875,26/08/2020,-7.44974E+17,0.140672601,1,37.14031 +4823,L151M; A206D; R258S; E268K,0.001990232,0.68052393,26/08/2020,-7.44974E+17,0.000145386,1,769.18915 +4824,L151M; F217L; N238S; A260E; P302T,0.001367409,0.35111398,26/08/2020,-7.44974E+17,4.95E-06,1,725.85046 +4825,L151M; T207A; A210D,0.022859382,4.1805854,26/08/2020,-7.44974E+17,0.020134526,1,228.83582 +4826,L151N,0.008874597,3.00014,26/08/2020,-7.44974E+17,0.006568268,1,457.76245 +4827,L151P,0.003406366,1.466679,26/08/2020,-7.44974E+17,0.001172475,1,764.3285 +4828,L151P; A174G; S220T; P300L,0.003749274,1.5906066,26/08/2020,-7.44974E+17,0.001577649,1,705.94824 +4829,L151P; A259V,0.002944286,1.1883993,26/08/2020,-7.44974E+17,0.000724031,1,774.6929 +4830,L151P; A260V; K298E; P302T,0.00235327,0.8775624,26/08/2020,-7.44974E+17,0.000357296,1,801.59937 +4831,L151P; A282T; Q283H,0.007432658,2.6923153,26/08/2020,-7.44974E+17,0.005423651,1,503.43832 +4832,L151P; D287V,0.002644165,1.0802243,26/08/2020,-7.44974E+17,0.00065625,1,793.95667 +4833,L151P; E153D; G203D; V221L; G244S; D287Y,0.002120415,0.64201534,26/08/2020,-7.44974E+17,0.000105428,1,735.16394 +4834,L151P; S220T; P270S,0.002736558,1.1176308,26/08/2020,-7.44974E+17,0.000631826,1,796.04364 +4835,L151P; V276G,0.002115312,0.7295405,26/08/2020,-7.44974E+17,0.000173713,1,742.6103 +4836,L151Q,0.007242082,6.667721,26/08/2020,-7.44974E+17,0.006967353,8,935.60345 +4837,L151Q; H183Y; S220T; G284D,0.002783686,1.1514983,26/08/2020,-7.44974E+17,0.000678575,1,790.3107 +4838,L151Q; P164L; S220T,0.004687956,2.038761,26/08/2020,-7.44974E+17,0.002692564,1,648.8386 +4839,L151Q; S205N; D233V,0.001971179,0.6537744,26/08/2020,-7.44974E+17,0.0001226,1,740.0987 +4840,L151Q; S205R; F217I; S220T; P240Q,0.003333324,1.482709,26/08/2020,-7.44974E+17,0.001202893,1,742.17236 +4841,L151Q; V221E; A277V,0.003101576,1.356081,26/08/2020,-7.44974E+17,0.000941742,1,736.8545 +4842,L151R,0.008944792,3.7733345,26/08/2020,-7.44974E+17,0.007555455,2,488.36533 +4843,L151S,0.014036004,3.561008,26/08/2020,-7.44974E+17,0.010746004,1,337.9148 +4844,L151S; D152N,0.004567155,1.9122447,26/08/2020,-7.44974E+17,0.002419845,1,657.5933 +4845,L151S; E153K,0.003419009,1.4060155,26/08/2020,-7.44974E+17,0.001115334,1,736.1362 +4846,L151T,0.008981965,2.9270248,26/08/2020,-7.44974E+17,0.00645495,1,457.8365 +4847,L151V,0.050431773,4.151216,26/08/2020,-7.44974E+17,0.048529182,3,84.99497 +4848,L151W,0.08344053,5.280148,26/08/2020,-7.44974E+17,0.082433285,3,62.033875 +4849,L151Y,0.07440444,5.245226,26/08/2020,-7.44974E+17,0.07253648,3,69.896385 +4850,L158A,0.002972846,1.3154769,26/08/2020,-7.44974E+17,0.000889529,1,755.45044 +4851,L158D,0.003268937,1.8518877,26/08/2020,-7.44974E+17,0.002030474,2,757.5358 +4852,L158E,0.001565644,1.1692773,26/08/2020,-7.44974E+17,0.00082457,3,978.9992 +4853,L158F,0.17340063,1.5975239,26/08/2020,-7.44974E+17,0.175922554,9,8.09864 +4854,L158F; S220T,0.573764,5.6342335,26/08/2020,-7.44974E+17,0.687064709,1,3.9278595 +4855,L158G,0.005017276,2.0337834,26/08/2020,-7.44974E+17,0.00258354,1,630.8818 +4856,L158H,0.001537218,1.5243039,26/08/2020,-7.44974E+17,0.000933057,4,1184.8074 +4857,L158H; A210T,0.002467143,0.95129097,26/08/2020,-7.44974E+17,0.000415526,1,784.1787 +4858,L158H; F209S; A252T,0.002347796,0.9794718,26/08/2020,-7.44974E+17,0.000496571,1,793.75476 +4859,L158H; M184V,0.002052347,0.7378397,26/08/2020,-7.44974E+17,0.000168506,1,831.75836 +4860,L158H; N178Y,0.004594346,1.9669276,26/08/2020,-7.44974E+17,0.002672927,1,661.147 +4861,L158H; S220T,0.003381429,1.4784058,26/08/2020,-7.44974E+17,0.00119436,1,730.777 +4862,L158H; S220T; Q263L,0.002394977,0.99384147,26/08/2020,-7.44974E+17,0.00052739,1,831.5653 +4863,L158H; S220T; V250A; E295D,0.002534149,0.90968454,26/08/2020,-7.44974E+17,0.000328004,1,793.24316 +4864,L158H; T196R; V232A,0.004507326,1.8867055,26/08/2020,-7.44974E+17,0.002317849,1,646.7654 +4865,L158H; Y294F,0.003020785,1.2149271,26/08/2020,-7.44974E+17,0.000723828,1,754.751 +4866,L158I; P164S,0.013532565,3.5385287,26/08/2020,-7.44974E+17,0.010779774,1,341.58582 +4867,L158K,0.006591515,2.708263,26/08/2020,-7.44974E+17,0.005241458,2,504.03506 +4868,L158M,0.08360647,7.6354084,26/08/2020,-7.44974E+17,0.082249661,3,87.49839 +4869,L158N,0.002112695,1.3317904,26/08/2020,-7.44974E+17,0.001039286,2,889.2882 +4870,L158P,0.001984126,1.1268139,26/08/2020,-7.44974E+17,0.000845813,2,852.32837 +4871,L158P; G168R; Y177N; S225T; D233G; P240T,0.002626326,1.0716501,26/08/2020,-7.44974E+17,0.000553139,1,762.9199 +4872,L158P; L161P; S220T,0.003661826,1.5663595,26/08/2020,-7.44974E+17,0.001414539,1,736.60974 +4873,L158P; L173Q; Y239C; K298R,0.003109526,1.2274134,26/08/2020,-7.44974E+17,0.000710112,1,789.05554 +4874,L158P; S220T; P270S; D287N,0.002569037,1.0239322,26/08/2020,-7.44974E+17,0.000494989,1,791.67065 +4875,L158Q,0.003752657,1.9874644,26/08/2020,-7.44974E+17,0.002533232,2,674.6592 +4876,L158R,0.002739066,1.6369507,26/08/2020,-7.44974E+17,0.00195533,3,741.48663 +4877,L158S,0.002458795,1.8023108,26/08/2020,-7.44974E+17,0.001709294,3,893.4116 +4878,L158T,0.002452577,1.6985236,26/08/2020,-7.44974E+17,0.001902579,4,801.0477 +4879,L158Y,0.002322978,1.8508135,26/08/2020,-7.44974E+17,0.00161755,3,957.4308 +4880,L161A,0.003869666,1.7473255,26/08/2020,-7.44974E+17,0.003390354,4,521.197 +4881,L161C,0.007468406,4.1282616,26/08/2020,-7.44974E+17,0.006576562,3,601.89685 +4882,L161D,0.002135489,1.4035786,26/08/2020,-7.44974E+17,0.001013271,2,923.4386 +4883,L161E,0.003451063,1.5084447,26/08/2020,-7.44974E+17,0.001273353,1,760.769 +4884,L161F,0.07298753,2.376088,26/08/2020,-7.44974E+17,0.071276744,5,32.75109 +4885,L161G,0.003375707,1.961043,26/08/2020,-7.44974E+17,0.002528128,3,692.7375 +4886,L161I,0.07871261,4.987229,26/08/2020,-7.44974E+17,0.076839912,1,69.568855 +4887,L161K,0.004834121,2.0589242,26/08/2020,-7.44974E+17,0.002651864,1,646.9744 +4888,L161M,0.13702457,5.737562,26/08/2020,-7.44974E+17,0.140605144,3,38.157425 +4889,L161M; D170N; L182Q,0.005767177,2.2930596,26/08/2020,-7.44974E+17,0.003226634,1,600.586 +4890,L161M; L173Q; A202E; S220T,0.00893693,2.9559247,26/08/2020,-7.44974E+17,0.006268847,1,461.69724 +4891,L161N,0.00430085,2.467055,26/08/2020,-7.44974E+17,0.003000756,2,704.76245 +4892,L161P,0.027314777,0.5661698,26/08/2020,-7.44974E+17,0.027060508,7,25.624838 +4893,L161P; A210T; L243P; V265I; Y294F,0.003683144,1.5702199,26/08/2020,-7.44974E+17,0.00147423,1,707.8217 +4894,L161P; D170N; P240Q,0.003231521,1.393148,26/08/2020,-7.44974E+17,0.001001636,1,755.5977 +4895,L161Q,0.002260758,0.97591317,26/08/2020,-7.44974E+17,0.0010963,2,676.86835 +4896,L161Q; L193H; S220T; D233G,0.002471651,0.96710014,26/08/2020,-7.44974E+17,0.000471854,1,774.44775 +4897,L161Q; M184L; G203A; A213T,0.003076923,1.2821401,26/08/2020,-7.44974E+17,0.000825238,1,774.73193 +4898,L161Q; S220T; H230Y,0.004474314,1.912107,26/08/2020,-7.44974E+17,0.002085165,1,671.51685 +4899,L161Q; S220T; H285Q; E295A,0.00285643,1.1535844,26/08/2020,-7.44974E+17,0.000662888,1,755.9746 +4900,L161Q; T172A,0.002067624,0.66693705,26/08/2020,-7.44974E+17,0.000119315,1,729.8189 +4901,L161Q; T188S; N249Y,0.002347596,0.98011833,26/08/2020,-7.44974E+17,0.000450992,1,815.57983 +4902,L161Q; Y186F; A187E; S220T,0.002548103,1.0030844,26/08/2020,-7.44974E+17,0.000445584,1,784.2849 +4903,L161Q; Y192N; S220T; S226P; E268D; R274H,0.002485992,0.99285644,26/08/2020,-7.44974E+17,0.000496782,1,787.3224 +4904,L161R,0.002752266,1.2477987,26/08/2020,-7.44974E+17,0.001497722,2,653.81604 +4905,L161R; E208D; S220T; P300S,0.003146802,1.3048078,26/08/2020,-7.44974E+17,0.00089904,1,758.0268 +4906,L161R; S220T; A231D,0.003225696,1.3724787,26/08/2020,-7.44974E+17,0.000984756,1,751.0366 +4907,L161S,0.004444133,1.9180355,26/08/2020,-7.44974E+17,0.002400812,1,663.35376 +4908,L161T,0.00336999,1.4936929,26/08/2020,-7.44974E+17,0.002571347,3,551.6771 +4909,L161V,0.03415471,3.6632078,26/08/2020,-7.44974E+17,0.033387188,4,111.3881 +4910,L167F; P219S; S220T; V281A,0.005944097,2.3023028,26/08/2020,-7.44974E+17,0.003486834,1,567.81744 +4911,L167F; S220T; G284D,0.003980109,1.7042049,26/08/2020,-7.44974E+17,0.00172765,1,688.3652 +4912,L167G,0.002013111,1.1489139,26/08/2020,-7.44974E+17,0.000809266,2,838.9823 +4913,L167H,0.001641726,0.85279965,26/08/2020,-7.44974E+17,0.000482067,2,856.7176 +4914,L167H; Q194L; S220T,0.003029213,1.226269,26/08/2020,-7.44974E+17,0.000705634,1,761.74774 +4915,L167H; S220T,0.003705925,1.597943,26/08/2020,-7.44974E+17,0.00150022,1,706.77704 +4916,L167H; S220T; H255L,0.002665698,1.1130059,26/08/2020,-7.44974E+17,0.000604257,1,766.6186 +4917,L167H; V250E; L253V; E262D; H285R,0.006486427,2.5312426,26/08/2020,-7.44974E+17,0.004218692,1,553.65063 +4918,L167I,0.13049066,1.6555215,26/08/2020,-7.44974E+17,0.129386349,6,12.015364 +4919,L167I; S220T; N249Y; G284D; Y294H,0.00255123,0.97227895,26/08/2020,-7.44974E+17,0.000434961,1,787.2447 +4920,L167K,0.004322686,1.8550138,26/08/2020,-7.44974E+17,0.002099743,1,664.7444 +4921,L167M,0.10346037,2.378343,26/08/2020,-7.44974E+17,0.108180443,2,24.618021 +4922,L167N,0.003167117,1.3436986,26/08/2020,-7.44974E+17,0.000991442,1,741.7051 +4923,L167P,0.001222408,1.273204,26/08/2020,-7.44974E+17,0.000670463,4,1273.0002 +4924,L167P; A231V,0.002951792,1.2744831,26/08/2020,-7.44974E+17,0.000907394,1,767.82666 +4925,L167P; F217S; S220T; L246P; P270Q,0.004164786,1.8165454,26/08/2020,-7.44974E+17,0.001970032,1,699.7551 +4926,L167P; L227Q,0.00646675,2.4178855,26/08/2020,-7.44974E+17,0.004052315,1,538.4078 +4927,L167P; P171T; S220T,0.00277358,1.1779058,26/08/2020,-7.44974E+17,0.000814927,1,762.6011 +4928,L167P; S205C; S220T,0.003487751,1.432379,26/08/2020,-7.44974E+17,0.001089822,1,745.8948 +4929,L167P; S220T,0.002690181,1.0923294,26/08/2020,-7.44974E+17,0.000611074,1,778.6698 +4930,L167P; S220T; M291T,0.003746352,1.626514,26/08/2020,-7.44974E+17,0.001498424,1,712.9507 +4931,L167P; T172I; Y239C,0.003415894,1.3686842,26/08/2020,-7.44974E+17,0.001084177,1,738.8775 +4932,L167Q,0.004979479,2.6620662,26/08/2020,-7.44974E+17,0.003794169,2,639.0753 +4933,L167R,0.00193392,1.2133576,26/08/2020,-7.44974E+17,0.000793985,2,908.2711 +4934,L167T,0.009155674,2.763268,26/08/2020,-7.44974E+17,0.00816919,2,357.91864 +4935,L167V,0.034494624,6.6644206,26/08/2020,-7.44974E+17,0.033766203,3,197.62222 +4936,L167Y,0.003349077,1.4564252,26/08/2020,-7.44974E+17,0.001290567,1,751.46173 +4937,L173M; Y186F; T188S; S220T; L227M; Y290F,0.004905062,2.0132558,26/08/2020,-7.44974E+17,0.002359614,1,651.58496 +4938,L173P; E261V; E295K,0.004897313,2.0469174,26/08/2020,-7.44974E+17,0.002787106,1,653.6724 +4939,L173Q,0.07701498,5.0110617,26/08/2020,-7.44974E+17,0.075162343,1,72.902084 +4940,L173Q; M248I; A252T; A257T,0.003584776,1.5031962,26/08/2020,-7.44974E+17,0.001256165,1,737.8655 +4941,L173Q; S201T; S225T; A228V,0.008145147,2.8536227,26/08/2020,-7.44974E+17,0.005823611,1,490.85132 +4942,L173Q; S220T,0.2293869,5.2993646,26/08/2020,-7.44974E+17,0.24635964,1,20.25803 +4943,L173Q; S220T; A303D,0.17592329,5.248372,26/08/2020,-7.44974E+17,0.183235062,1,27.89394 +4944,L173Q; T207I; S220T; H230Y,0.2668663,5.3942866,26/08/2020,-7.44974E+17,0.290151834,1,16.577969 +4945,L173R; G215C; H230R; R258H,0.00660729,2.494497,26/08/2020,-7.44974E+17,0.004142093,1,553.1588 +4946,L173R; V175M,0.021215312,4.0714526,26/08/2020,-7.44974E+17,0.018918517,1,239.76476 +4947,L173V; A218V; L246R; M248L; P302L,0.002192629,0.69793636,26/08/2020,-7.44974E+17,0.000173497,1,747.3473 +4948,L176A,0.015899874,4.6578364,26/08/2020,-7.44974E+17,0.014452452,2,326.26035 +4949,L176C,0.042193186,4.7325587,26/08/2020,-7.44974E+17,0.038523519,1,133.66821 +4950,L176D,0.00208207,1.2185507,26/08/2020,-7.44974E+17,0.000898546,2,850.9858 +4951,L176E,0.003591661,1.5467752,26/08/2020,-7.44974E+17,0.001258442,1,737.258 +4952,L176F; S220T; V276A; D287V,0.003319966,1.4320503,26/08/2020,-7.44974E+17,0.001088122,1,753.4893 +4953,L176G,0.004743721,2.0258958,26/08/2020,-7.44974E+17,0.00252829,1,669.423 +4954,L176I,0.23228575,2.6846952,26/08/2020,-7.44974E+17,0.236894784,2,10.035097 +4955,L176I; F217S; S220T; L227P; M291T,0.002592217,1.0354663,26/08/2020,-7.44974E+17,0.000548869,1,788.7404 +4956,L176I; S220T; G244D,0.027636614,4.3317227,26/08/2020,-7.44974E+17,0.025202276,1,187.98851 +4957,L176I; S220T; S267A; A296D,0.025232786,4.2548175,26/08/2020,-7.44974E+17,0.022740141,1,207.96284 +4958,L176I; S220T; T245P; Q283E,0.003521413,1.5271533,26/08/2020,-7.44974E+17,0.001341951,1,733.0474 +4959,L176I; S301C,0.046093803,4.7815332,26/08/2020,-7.44974E+17,0.043483582,1,120.59399 +4960,L176K,0.008462602,3.694527,26/08/2020,-7.44974E+17,0.006866523,2,509.9805 +4961,L176N,0.013059164,3.72779,26/08/2020,-7.44974E+17,0.012137292,2,322.50836 +4962,L176P,0.003349253,1.401558,26/08/2020,-7.44974E+17,0.00103549,1,738.4269 +4963,L176Q,0.008268639,2.8443265,26/08/2020,-7.44974E+17,0.006169452,1,468.8213 +4964,L176S,0.016987003,4.792262,26/08/2020,-7.44974E+17,0.015130121,2,310.6051 +4965,L176S; A187G; M248L; K298R,0.002420325,0.9517658,26/08/2020,-7.44974E+17,0.000407099,1,792.6523 +4966,L176S; G215S; H285N,0.003041508,1.2906,26/08/2020,-7.44974E+17,0.000920596,1,767.32025 +4967,L176S; L181V; S220T; E268G,0.003272203,1.3874565,26/08/2020,-7.44974E+17,0.001080956,1,766.63873 +4968,L176S; Y177H; H255R; A282G,0.003055969,1.2747935,26/08/2020,-7.44974E+17,0.00082149,1,791.7404 +4969,L176T,0.10873504,4.319148,26/08/2020,-7.44974E+17,0.108264596,2,39.688908 +4970,L176Y,0.00960136,3.143038,26/08/2020,-7.44974E+17,0.006935322,1,444.73465 +4971,L181F,0.018893069,3.9241264,26/08/2020,-7.44974E+17,0.016395767,1,260.74634 +4972,L181F; L193V,0.00384715,1.6326424,26/08/2020,-7.44974E+17,0.001625815,1,712.5203 +4973,L181F; S220T,0.02494117,4.168617,26/08/2020,-7.44974E+17,0.022467006,1,207.8475 +4974,L181I; M184T; G237S,0.006207168,2.398483,26/08/2020,-7.44974E+17,0.003615282,1,562.94824 +4975,L181I; N238D; P240S; A257G,0.002713157,1.133564,26/08/2020,-7.44974E+17,0.000677771,1,759.5037 +4976,L181I; S220T; H230Y,0.66257983,5.980406,26/08/2020,-7.44974E+17,0.788258694,1,2.6866646 +4977,L181I; S220T; I256T; H285L,0.003769159,1.6735337,26/08/2020,-7.44974E+17,0.001702931,1,704.00726 +4978,L181I; V276A,0.002828835,1.1337304,26/08/2020,-7.44974E+17,0.000609102,1,811.11176 +4979,L181I; Y192H; S220T; P270H,0.0029777,1.2350264,26/08/2020,-7.44974E+17,0.000825705,1,753.3966 +4980,L182N,0.00264329,1.5963871,26/08/2020,-7.44974E+17,0.001430385,2,807.6599 +4981,L182P,0.006246159,1.1697569,26/08/2020,-7.44974E+17,0.005013399,2,276.56406 +4982,L182P; S220T,0.002240761,1.4502445,26/08/2020,-7.44974E+17,0.001109807,2,883.40295 +4983,L182Q; A218V; P270S; A277D,0.006989443,2.6551766,26/08/2020,-7.44974E+17,0.004663272,1,526.5839 +4984,L182Q; A260G; H288Q,0.002043868,0.722751,26/08/2020,-7.44974E+17,0.00017945,1,810.4641 +4985,L182Q; S220T,0.002616075,2.0864587,26/08/2020,-7.44974E+17,0.001775605,3,944.01624 +4986,L182Q; S220T; L253P; F297S,0.002311097,1.3635058,26/08/2020,-7.44974E+17,0.001022597,2,869.45624 +4987,L182R; E254G,0.003651712,1.5588198,26/08/2020,-7.44974E+17,0.001430341,1,715.91254 +4988,L182R; M185W,0.002687473,1.095138,26/08/2020,-7.44974E+17,0.00056157,1,791.98834 +4989,L182T,0.004821171,2.0189357,26/08/2020,-7.44974E+17,0.002556117,1,663.4208 +4990,L182V; M184I; S220T,0.002463229,0.95964223,26/08/2020,-7.44974E+17,0.000459938,1,761.00757 +4991,L182W,0.001507906,1.669871,26/08/2020,-7.44974E+17,0.001056634,6,1252.3527 +4992,L189C,0.09355554,5.6053863,26/08/2020,-7.44974E+17,0.091487897,4,56.91094 +4993,L189D,0.02173541,3.4883292,26/08/2020,-7.44974E+17,0.020710404,2,181.26038 +4994,L189E,0.015012702,3.6220865,26/08/2020,-7.44974E+17,0.013276365,1,313.88223 +4995,L189F,0.046735466,4.987371,26/08/2020,-7.44974E+17,0.045948182,3,109.40258 +4996,L189F; S301N,0.035700023,4.5120206,26/08/2020,-7.44974E+17,0.033536507,1,150.47345 +4997,L189G,0.006780791,2.6212223,26/08/2020,-7.44974E+17,0.004358385,1,542.8979 +4998,L189I,0.13918842,5.3184257,26/08/2020,-7.44974E+17,0.140947832,2,35.91617 +4999,L189I; E262V; Y294H,0.003423974,1.4461186,26/08/2020,-7.44974E+17,0.001196684,1,728.24774 +5000,L189I; S220T,0.6713746,7.3406606,26/08/2020,-7.44974E+17,0.713194396,3,3.4277165 +5001,L189I; S220T; L227M,0.6051379,5.8578324,26/08/2020,-7.44974E+17,0.713005754,1,3.514852 +5002,L189K,0.020308575,4.2102447,26/08/2020,-7.44974E+17,0.019804629,3,222.02426 +5003,L189M,0.40713206,2.3657935,26/08/2020,-7.44974E+17,0.423295163,7,3.5028815 +5004,L189M; A218L,0.75276905,10.28487,26/08/2020,-7.44974E+17,0.766708642,19,3.3344564 +5005,L189M; A218L; A228V,0.7033226,10.898229,26/08/2020,-7.44974E+17,0.718726161,12,4.547798 +5006,L189M; A218L; T242A,0.70538324,5.9713573,26/08/2020,-7.44974E+17,0.716524449,18,2.4588468 +5007,L189M; F217Y; N289S,0.32063648,3.567031,26/08/2020,-7.44974E+17,0.323561144,14,7.656616 +5008,L189M; N289S,0.36938092,4.304913,26/08/2020,-7.44974E+17,0.370596539,11,7.4154897 +5009,L189M; T242A,0.2866563,5.796596,26/08/2020,-7.44974E+17,0.288206867,29,14.486672 +5010,L189M; T242A; N289S,0.23726463,2.3094797,26/08/2020,-7.44974E+17,0.236142683,11,7.6206446 +5011,L189M; W216R,0.15794459,4.0714912,26/08/2020,-7.44974E+17,0.155192475,20,21.969826 +5012,L189M; W216R; A218L,0.3376715,3.7763326,26/08/2020,-7.44974E+17,0.340747809,28,7.445249 +5013,L189M; W216R; N289S,0.17201458,5.675514,26/08/2020,-7.44974E+17,0.17240406,14,27.65143 +5014,L189M; W216R; T242A,0.0726899,5.9414134,26/08/2020,-7.44974E+17,0.072901091,28,76.30113 +5015,L189N,0.028195934,5.3399367,26/08/2020,-7.44974E+17,0.026718109,2,203.68997 +5016,L189P,0.001461201,1.5886832,26/08/2020,-7.44974E+17,0.000987258,5,1260.4895 +5017,L189Q,0.08365471,4.939653,26/08/2020,-7.44974E+17,0.083405447,1,66.66384 +5018,L189R,0.022018567,5.034948,26/08/2020,-7.44974E+17,0.021123221,2,246.16856 +5019,L189S,0.025551457,5.065681,26/08/2020,-7.44974E+17,0.024210597,2,215.13548 +5020,L189S; Q194R; S220T,0.00250928,0.9774722,26/08/2020,-7.44974E+17,0.000431915,1,753.5125 +5021,L189S; S220T,0.12109446,2.8627179,26/08/2020,-7.44974E+17,0.122383155,2,24.353798 +5022,L189T,0.24530748,4.722745,26/08/2020,-7.44974E+17,0.257935438,3,15.24413 +5023,L189Y,0.039544128,4.603017,26/08/2020,-7.44974E+17,0.036669559,1,140.67555 +5024,L193A,0.014252472,5.24146,26/08/2020,-7.44974E+17,0.013111386,3,389.08096 +5025,L193C,0.04340969,7.7030096,26/08/2020,-7.44974E+17,0.042477114,4,176.94048 +5026,L193D,0.002121768,1.247417,26/08/2020,-7.44974E+17,0.000903302,2,883.8529 +5027,L193E,0.001463341,1.043187,26/08/2020,-7.44974E+17,0.000623704,3,1020.05817 +5028,L193F,0.083508,5.156299,26/08/2020,-7.44974E+17,0.081973699,3,60.461464 +5029,L193F; A197V; A259S,0.004342791,1.8282388,26/08/2020,-7.44974E+17,0.002010341,1,680.2371 +5030,L193F; L272P,0.002577408,1.0774148,26/08/2020,-7.44974E+17,0.00064576,1,789.49866 +5031,L193G,0.003375896,1.3465772,26/08/2020,-7.44974E+17,0.000954304,1,742.59595 +5032,L193H,0.002005346,1.2532763,26/08/2020,-7.44974E+17,0.00083808,2,927.969 +5033,L193H; L253P,0.004196304,1.7847121,26/08/2020,-7.44974E+17,0.001934906,1,693.48486 +5034,L193H; S220T,0.001928073,1.5573828,26/08/2020,-7.44974E+17,0.001236154,3,997.37213 +5035,L193H; S220T; A231T; L234P; V293D,0.002958261,1.8959047,26/08/2020,-7.44974E+17,0.001846463,2,827.9105 +5036,L193H; S220T; D235Y; H288N,0.002583249,0.9649571,26/08/2020,-7.44974E+17,0.000410585,1,749.312 +5037,L193H; S220T; E275G,0.002613177,1.0419196,26/08/2020,-7.44974E+17,0.000478156,1,775.72485 +5038,L193H; S220T; P224H; N238Y,0.00331955,1.4471531,26/08/2020,-7.44974E+17,0.001131633,1,714.60657 +5039,L193I,0.07538215,4.0344563,26/08/2020,-7.44974E+17,0.074039239,2,55.73986 +5040,L193K,0.001683068,1.3433092,26/08/2020,-7.44974E+17,0.000906423,3,1014.7372 +5041,L193M,0.27247852,5.5309157,26/08/2020,-7.44974E+17,0.277347025,2,15.696765 +5042,L193P,0.003073051,0.710245,26/08/2020,-7.44974E+17,0.002162651,3,352.81778 +5043,L193P; F209Y,0.002206514,0.70271057,26/08/2020,-7.44974E+17,0.000143696,1,753.0403 +5044,L193P; G237D; L246P,0.003671912,1.598599,26/08/2020,-7.44974E+17,0.001529932,1,714.3159 +5045,L193P; Q299R,0.013372742,3.5933397,26/08/2020,-7.44974E+17,0.010418946,1,351.69946 +5046,L193P; S220T,0.003886453,1.6767646,26/08/2020,-7.44974E+17,0.00166248,1,712.4633 +5047,L193P; V232A; E254G; G284C,0.00278676,1.1339344,26/08/2020,-7.44974E+17,0.000671261,1,788.4356 +5048,L193Q,0.001597489,0.93015224,26/08/2020,-7.44974E+17,0.000463821,2,934.3543 +5049,L193R,0.002714569,1.1858494,26/08/2020,-7.44974E+17,0.000730638,1,788.5221 +5050,L193S,0.002691124,1.127098,26/08/2020,-7.44974E+17,0.000715991,1,746.3396 +5051,L193V,0.01859271,5.634228,26/08/2020,-7.44974E+17,0.017690537,3,318.22037 +5052,L193W,0.010170428,0.7100676,26/08/2020,-7.44974E+17,0.009330103,4,95.43139 +5053,L193W; S201Y,0.002914673,1.2559645,26/08/2020,-7.44974E+17,0.000798853,1,752.1137 +5054,L193Y,0.025341567,4.158278,26/08/2020,-7.44974E+17,0.022839296,1,201.28831 +5055,L198A,0.003305886,2.3900254,26/08/2020,-7.44974E+17,0.002701225,4,812.5307 +5056,L198C,0.016584849,3.7917974,26/08/2020,-7.44974E+17,0.014291648,1,293.73093 +5057,L198D,0.001804496,1.0015483,26/08/2020,-7.44974E+17,0.00068669,2,857.63947 +5058,L198E,0.001572291,1.1406642,26/08/2020,-7.44974E+17,0.001086381,5,873.62537 +5059,L198I; A202T,0.14847544,5.0085306,26/08/2020,-7.44974E+17,0.160176122,1,33.518368 +5060,L198K,0.002145529,1.6154414,26/08/2020,-7.44974E+17,0.001308704,3,940.444 +5061,L198M; S220T; H288Y,0.1201856,5.164426,26/08/2020,-7.44974E+17,0.120486367,1,44.70829 +5062,L198N,0.002573572,1.0611757,26/08/2020,-7.44974E+17,0.000609185,1,773.693 +5063,L198N; G203D,0.003093385,1.2781079,26/08/2020,-7.44974E+17,0.00082652,1,779.23114 +5064,L198P; A213D; S220T; K236N,0.003339044,1.432136,26/08/2020,-7.44974E+17,0.001155798,1,745.9086 +5065,L198P; S205G; D287A,0.002601609,1.0301205,26/08/2020,-7.44974E+17,0.000499947,1,795.4127 +5066,L198P; S220T,0.003293467,1.4029946,26/08/2020,-7.44974E+17,0.00112014,1,758.34656 +5067,L198Q,0.02909491,8.251522,26/08/2020,-7.44974E+17,0.028429008,5,283.2441 +5068,L198Q; F297I,0.003668309,1.6215271,26/08/2020,-7.44974E+17,0.001578604,1,743.8367 +5069,L198Q; S220T; H230Y,0.5650993,5.7097335,26/08/2020,-7.44974E+17,0.665189321,1,4.1991277 +5070,L198R,0.001966203,1.2069416,26/08/2020,-7.44974E+17,0.000742198,2,913.31476 +5071,L198R; T207S; D235G,0.002263832,0.89104813,26/08/2020,-7.44974E+17,0.000316623,1,815.4837 +5072,L198S,0.003135383,1.348981,26/08/2020,-7.44974E+17,0.001030743,1,746.0921 +5073,L198T,0.017902832,1.2688315,26/08/2020,-7.44974E+17,0.015865553,2,100.73897 +5074,L198V,0.0669715,3.2315605,26/08/2020,-7.44974E+17,0.06568046,4,48.776352 +5075,L198W,0.00240238,0.9091581,26/08/2020,-7.44974E+17,0.000375274,1,765.1369 +5076,L198Y,0.01650485,3.7984226,26/08/2020,-7.44974E+17,0.013916201,1,293.14536 +5077,L20A,0.023755275,4.9481187,26/08/2020,-7.44974E+17,0.022247397,2,227.74098 +5078,L20D,0.002893117,1.2204422,26/08/2020,-7.44974E+17,0.000848995,1,753.9673 +5079,L20F,0.002516606,1.5142225,26/08/2020,-7.44974E+17,0.001317838,2,822.22406 +5080,L20G,0.02026044,4.936993,26/08/2020,-7.44974E+17,0.019207793,2,264.85266 +5081,L20I,0.038097817,5.528441,26/08/2020,-7.44974E+17,0.037135086,2,152.94737 +5082,L20M; A149V; N178S; N190I; L198Q; S220T,0.002757062,1.1280754,26/08/2020,-7.44974E+17,0.000663279,1,772.62415 +5083,L20M; E29V; L58H; P70L; H183D; L246H; Y294C,0.00347286,1.54464,26/08/2020,-7.44974E+17,0.001378371,1,742.31384 +5084,L20M; H36Q; S69T; L246H; R258H; H271L; V276L,0.0835689,5.0184174,26/08/2020,-7.44974E+17,0.081502027,1,66.3717 +5085,L20M; M74L; S220T,0.3140345,5.423208,26/08/2020,-7.44974E+17,0.339086992,1,13.153448 +5086,L20M; S220T,0.20733093,5.2578115,26/08/2020,-7.44974E+17,0.225650681,1,23.119843 +5087,L20M; V199M; S220T; S226P,0.00705893,2.599092,26/08/2020,-7.44974E+17,0.004567221,1,521.5775 +5088,L20M; W41R; R110S; M248T; L272Q,0.003012362,1.25207,26/08/2020,-7.44974E+17,0.000766937,1,763.4317 +5089,L20P,0.001940705,1.2218173,26/08/2020,-7.44974E+17,0.000793805,2,933.00793 +5090,L20P; A112T; R165S; H183R; S220T; G244V; V281I,0.003226191,1.2823193,26/08/2020,-7.44974E+17,0.000879446,1,750.1783 +5091,L20P; A156V; S220T; Y239H,0.004228081,1.7394357,26/08/2020,-7.44974E+17,0.001790756,1,673.7715 +5092,L20P; A218E,0.002248655,0.85699135,26/08/2020,-7.44974E+17,0.000334596,1,770.3765 +5093,L20P; A53V; D95G; A228V; E254G,0.009369304,2.9932048,26/08/2020,-7.44974E+17,0.006963239,1,445.70694 +5094,L20P; C75R; G87C; L119I,0.003631554,1.5062493,26/08/2020,-7.44974E+17,0.001249508,1,718.29065 +5095,L20P; D118R; P171H,0.003470969,1.4653524,26/08/2020,-7.44974E+17,0.001378712,1,732.6475 +5096,L20P; E208K; S220T; T245A; A259V,0.004450796,1.8751674,26/08/2020,-7.44974E+17,0.002039026,1,685.844 +5097,L20P; E91V; R110C; A206T; S220T; Y290F; F297I,0.003173226,1.4092029,26/08/2020,-7.44974E+17,0.001200549,1,762.32104 +5098,L20P; G21R; P88S,0.002871786,1.1257464,26/08/2020,-7.44974E+17,0.000617943,1,740.2137 +5099,L20P; G55S; N77Y; R90S; S220T,0.003073802,1.3010799,26/08/2020,-7.44974E+17,0.000837722,1,746.74475 +5100,L20P; H154Y; D170Y; S220T; P302S,0.002495351,1.0383247,26/08/2020,-7.44974E+17,0.000556709,1,757.547 +5101,L20P; N42K; T63P; L76H; S220T; N238Y,0.00418911,1.8110086,26/08/2020,-7.44974E+17,0.001969512,1,676.4315 +5102,L20P; P22L; A229V,0.002849623,1.1695393,26/08/2020,-7.44974E+17,0.000742975,1,734.21906 +5103,L20P; P22L; D170V; V204M,0.002752206,1.1275847,26/08/2020,-7.44974E+17,0.000604627,1,767.41614 +5104,L20P; Q107R; S220T; G284S,0.003356055,1.4323289,26/08/2020,-7.44974E+17,0.001071664,1,753.49554 +5105,L20P; S220T; N251D,0.003888949,1.6430051,26/08/2020,-7.44974E+17,0.001527069,1,713.3622 +5106,L20P; S67C; V204E; S220T; R279G,0.00296456,1.2356156,26/08/2020,-7.44974E+17,0.000849264,1,726.9181 +5107,L20P; Y83H; N251D,0.001926876,0.736411,26/08/2020,-7.44974E+17,0.000190017,1,798.8593 +5108,L20Q; A116E; Y144N; P219S; S220T; V265E,0.003542234,1.505149,26/08/2020,-7.44974E+17,0.001298624,1,735.5798 +5109,L20Q; A180S; S220T; L246H,0.002795593,1.1552725,26/08/2020,-7.44974E+17,0.000636488,1,782.62994 +5110,L20Q; A33E; R43C; G50D; L198M; S220T,0.002656373,1.0537204,26/08/2020,-7.44974E+17,0.000545733,1,790.3381 +5111,L20Q; A68T; T72S; L98P; D233G; L234H,0.004406435,1.916831,26/08/2020,-7.44974E+17,0.002327347,1,661.82745 +5112,L20Q; G24A; K34N; L134P; S220T,0.003108525,1.4153494,26/08/2020,-7.44974E+17,0.001111539,1,764.3864 +5113,L20Q; K34N; S220T; V250E; E268V,0.00436813,1.8539101,26/08/2020,-7.44974E+17,0.002042639,1,666.85516 +5114,L20Q; L182Q; M185K; S220T,0.002543523,1.0089608,26/08/2020,-7.44974E+17,0.000511046,1,785.64606 +5115,L20Q; L198Q; S220T; E254G,0.002987456,1.483661,26/08/2020,-7.44974E+17,0.001789906,2,681.093 +5116,L20Q; L214P; S225T; N238I,0.002731496,1.1163515,26/08/2020,-7.44974E+17,0.000692668,1,778.9225 +5117,L20Q; L31M; K34Q; S220T,0.007024384,2.5711968,26/08/2020,-7.44974E+17,0.004660009,1,530.31287 +5118,L20Q; M129K; G136C; R137C; D139Y; S220T; P240R,0.003649742,1.4726571,26/08/2020,-7.44974E+17,0.001057807,1,737.28174 +5119,L20Q; M23I; A28E; S160P; L173P; S220T,0.0044032,1.8836355,26/08/2020,-7.44974E+17,0.002074872,1,694.82245 +5120,L20Q; N42T; S220T,0.005021792,2.1119127,26/08/2020,-7.44974E+17,0.002969628,1,622.5072 +5121,L20Q; N78D; G87S; L101Q; Q194H; R258C; L269F,0.00330626,1.4928591,26/08/2020,-7.44974E+17,0.001329831,1,752.4082 +5122,L20Q; Q54P; S220T,0.004185506,1.8202956,26/08/2020,-7.44974E+17,0.002066632,1,696.14856 +5123,L20Q; R43H; D125Y; F166L; S220T; N249D,0.00359171,1.5529479,26/08/2020,-7.44974E+17,0.001507453,1,740.6632 +5124,L20Q; R43H; Q54H; S103P; S220T; A223G,0.002869993,1.2146754,26/08/2020,-7.44974E+17,0.000728903,1,811.0631 +5125,L20Q; S103L; D152H; L181F; A195G,0.002451966,1.0180919,26/08/2020,-7.44974E+17,0.000499254,1,776.287 +5126,L20Q; S103T; N190I; A206T; S220T; S226P; P240Q,0.002809469,1.191031,26/08/2020,-7.44974E+17,0.000801353,1,760.8256 +5127,V281T,0.033289567,4.3309894,26/08/2020,-7.44974E+17,0.031393173,2,142.1864 +5128,L20Q; S220T; P302Q,0.027677251,4.2919965,26/08/2020,-7.44974E+17,0.025185149,1,188.5206 +5129,L20Q; S220T; S267T; E275G,0.003719195,1.6581388,26/08/2020,-7.44974E+17,0.001568651,1,740.2093 +5130,L20Q; S49C; F86S; D163E; L272Q; V293D,0.007180397,2.6706386,26/08/2020,-7.44974E+17,0.004549025,1,532.3304 +5131,L20Q; T38A; P133H; L161P; L222S,0.003047312,1.2862995,26/08/2020,-7.44974E+17,0.000863594,1,735.15375 +5132,L20Q; T81S; T121M,0.011293122,3.2363727,26/08/2020,-7.44974E+17,0.009379532,1,382.29086 +5133,L20Q; V66M; A112G; V276L,0.00344123,1.4976332,26/08/2020,-7.44974E+17,0.001304464,1,752.9106 +5134,L20R; E91D; S220T; H255Q,0.003035847,1.3131764,26/08/2020,-7.44974E+17,0.000915344,1,784.5944 +5135,L20R; L189I; Y192F; S220T,0.002985467,1.1756817,26/08/2020,-7.44974E+17,0.000667449,1,782.75085 +5136,L20S,0.016557913,5.5966396,26/08/2020,-7.44974E+17,0.015563054,3,355.53732 +5137,L20V,0.030524049,6.0133815,26/08/2020,-7.44974E+17,0.029636743,3,202.35405 +5138,L20V; A149V; K298R; Q299K,0.005357042,2.2040672,26/08/2020,-7.44974E+17,0.003271239,1,592.1431 +5139,L20V; H36Q; V135A; S220T; V221A; A282V,0.002717138,1.1434915,26/08/2020,-7.44974E+17,0.000641016,1,756.0549 +5140,L20Y,0.001294431,1.7846112,26/08/2020,-7.44974E+17,0.000907044,6,1531.8927 +5141,L214A,0.2062012,5.3719,26/08/2020,-7.44974E+17,0.212889387,1,23.845747 +5142,L214A; G215D,0.26368222,5.289892,26/08/2020,-7.44974E+17,0.287131948,1,16.56932 +5143,L214C,0.0986387,0.85265726,26/08/2020,-7.44974E+17,0.111373446,2,11.257923 +5144,L214D,0.18051215,6.5397387,26/08/2020,-7.44974E+17,0.182625525,2,31.850296 +5145,L214E,0.14498457,0.77659905,26/08/2020,-7.44974E+17,0.172067623,2,6.6975803 +5146,L214F,0.17464505,5.383895,26/08/2020,-7.44974E+17,0.179923677,1,29.24797 +5147,L214F; R279G; Q283L,0.0635632,5.8371854,26/08/2020,-7.44974E+17,0.062405819,2,93.86832 +5148,L214G,0.1376811,5.187066,26/08/2020,-7.44974E+17,0.139347282,1,38.114 +5149,L214H,0.088822626,4.955855,26/08/2020,-7.44974E+17,0.089755266,1,61.266792 +5150,L214H; F217Y; H266Y,0.003011223,1.3218278,26/08/2020,-7.44974E+17,0.000906599,1,775.5006 +5151,L214I,0.232223,5.2437344,26/08/2020,-7.44974E+17,0.248819545,1,19.545845 +5152,L214K,0.21952179,6.886439,26/08/2020,-7.44974E+17,0.219227233,4,25.216501 +5153,L214M,0.22869031,5.818185,26/08/2020,-7.44974E+17,0.238296856,3,20.52134 +5154,L214N,0.13920428,5.646429,26/08/2020,-7.44974E+17,0.140260895,2,37.605896 +5155,L214P,0.009223112,1.5949935,26/08/2020,-7.44974E+17,0.007842324,2,231.82425 +5156,L214P; S220T,0.00604023,2.3982682,26/08/2020,-7.44974E+17,0.003581229,1,580.76984 +5157,L214R,0.14200136,4.6302986,26/08/2020,-7.44974E+17,0.144773174,2,30.827305 +5158,L214S,0.103852145,1.0842048,26/08/2020,-7.44974E+17,0.111684762,3,12.020324 +5159,L214T,0.11394679,6.5227623,26/08/2020,-7.44974E+17,0.113211765,3,53.085884 +5160,L214V,0.12791055,1.228664,26/08/2020,-7.44974E+17,0.133079933,3,10.3780155 +5161,L214W,0.07560324,5.569871,26/08/2020,-7.44974E+17,0.075560926,2,74.68376 +5162,L214Y,0.07033114,5.0170746,26/08/2020,-7.44974E+17,0.067350916,1,80.52796 +5163,L214Y; A259E,0.003937234,1.6408954,26/08/2020,-7.44974E+17,0.001477129,1,706.2551 +5164,L222A,0.08777909,5.019948,26/08/2020,-7.44974E+17,0.086583172,1,63.603973 +5165,L222C,0.10672407,5.7414355,26/08/2020,-7.44974E+17,0.109056677,3,51.026375 +5166,L222D,0.08133628,3.4207966,26/08/2020,-7.44974E+17,0.081809352,2,44.10186 +5167,L222E,0.05149131,4.778264,26/08/2020,-7.44974E+17,0.049053416,1,108.41373 +5168,L222F,0.14003189,6.388221,26/08/2020,-7.44974E+17,0.142394544,2,42.12364 +5169,L222H,0.065483965,4.9838734,26/08/2020,-7.44974E+17,0.061793243,1,88.107956 +5170,L222I,0.20684908,6.2954884,26/08/2020,-7.44974E+17,0.206860259,2,25.687862 +5171,L222K,0.0279878,4.549807,26/08/2020,-7.44974E+17,0.026450431,2,177.17896 +5172,L222N,0.06531029,5.924269,26/08/2020,-7.44974E+17,0.0647879,2,91.97779 +5173,L222P,0.038709853,4.654845,26/08/2020,-7.44974E+17,0.036167205,1,143.07355 +5174,L222P; R247S,0.012673969,3.5563073,26/08/2020,-7.44974E+17,0.00958562,1,371.78424 +5175,L222Q,0.048577163,4.673129,26/08/2020,-7.44974E+17,0.04728366,1,113.45157 +5176,L222Q; V250M,0.007226693,2.6752038,26/08/2020,-7.44974E+17,0.005105161,1,520.23004 +5177,L222R,0.014267976,3.6469333,26/08/2020,-7.44974E+17,0.011154586,1,335.23843 +5178,L222S,0.08860456,6.449797,26/08/2020,-7.44974E+17,0.088350392,3,70.37212 +5179,L222T,0.12505712,4.5388603,26/08/2020,-7.44974E+17,0.127430006,2,35.02064 +5180,L222W,0.21334106,4.0187,26/08/2020,-7.44974E+17,0.215175256,2,16.355726 +5181,L222Y,0.12444112,5.158888,26/08/2020,-7.44974E+17,0.123076088,1,43.517586 +5182,L227A,0.036650088,4.5440826,26/08/2020,-7.44974E+17,0.033243348,1,150.47122 +5183,L227C,0.043745328,5.7776012,26/08/2020,-7.44974E+17,0.042232351,2,137.90549 +5184,L227D,0.014032003,2.6387875,26/08/2020,-7.44974E+17,0.013302811,4,206.1418 +5185,L227E,0.009474538,3.5509624,26/08/2020,-7.44974E+17,0.008255045,2,435.50317 +5186,L227F,0.08768611,5.95667,26/08/2020,-7.44974E+17,0.087015512,2,67.978 +5187,L227G,0.019019255,5.099487,26/08/2020,-7.44974E+17,0.018690988,9,270.2439 +5188,L227H,0.042531338,3.7490883,26/08/2020,-7.44974E+17,0.040926694,3,93.52545 +5189,L227I,0.1259947,3.4140325,26/08/2020,-7.44974E+17,0.125970391,3,26.084663 +5190,L227K,0.008301846,4.636463,26/08/2020,-7.44974E+17,0.007486419,4,590.31305 +5191,L227M,0.13201357,5.0170846,26/08/2020,-7.44974E+17,0.138986006,1,39.302456 +5192,L227N,0.008551178,3.6623955,26/08/2020,-7.44974E+17,0.007613194,2,489.15707 +5193,L227P,0.011741184,5.129125,26/08/2020,-7.44974E+17,0.010973923,4,456.17557 +5194,L227Q,0.0156632,4.5840526,26/08/2020,-7.44974E+17,0.014280863,2,327.9928 +5195,L227R,0.008056418,3.51972,26/08/2020,-7.44974E+17,0.006509005,2,507.67645 +5196,L227S,0.016276862,4.65726,26/08/2020,-7.44974E+17,0.014813045,2,318.0294 +5197,L227V,0.084792666,4.981014,26/08/2020,-7.44974E+17,0.084873548,1,63.912853 +5198,L227W,0.050712045,4.795141,26/08/2020,-7.44974E+17,0.048479913,1,109.06936 +5199,L227Y,0.05149599,5.7194448,26/08/2020,-7.44974E+17,0.051075799,2,115.37306 +5200,L234A,0.003439385,2.5515788,26/08/2020,-7.44974E+17,0.002527091,3,858.1038 +5201,L234C,0.010815948,4.345626,26/08/2020,-7.44974E+17,0.010291167,4,423.75787 +5202,L234D,0.003204862,1.3745025,26/08/2020,-7.44974E+17,0.001007493,1,781.62146 +5203,L234E,0.003612892,1.499189,26/08/2020,-7.44974E+17,0.001311397,1,747.3746 +5204,L234F,0.025420008,4.7388825,26/08/2020,-7.44974E+17,0.024855799,4,192.72311 +5205,L234H,0.00198152,1.0910406,26/08/2020,-7.44974E+17,0.00095055,2,812.0157 +5206,L243M; V250M,0.09694881,5.032134,26/08/2020,-7.44974E+17,0.097963914,1,55.843307 +5207,L243N,0.45186263,5.6706424,26/08/2020,-7.44974E+17,0.508571129,1,7.05626 +5208,L243P,0.047251027,5.2825427,26/08/2020,-7.44974E+17,0.045697066,2,118.69155 +5209,L243Q; I256T,0.00479235,2.0310733,26/08/2020,-7.44974E+17,0.002579008,1,650.98224 +5210,L243Q; R274S,0.027457092,4.308892,26/08/2020,-7.44974E+17,0.025867927,1,194.4544 +5211,L243R,0.2169329,4.349187,26/08/2020,-7.44974E+17,0.225963999,3,16.517923 +5212,L243S,0.39142638,5.6140122,26/08/2020,-7.44974E+17,0.448079356,1,9.175859 +5213,L243T,0.4960939,5.5329394,26/08/2020,-7.44974E+17,0.576431269,1,5.6324816 +5214,L243V,0.18830751,6.2263174,26/08/2020,-7.44974E+17,0.192135666,2,28.815182 +5215,L243W,0.28266448,3.7799213,26/08/2020,-7.44974E+17,0.287431485,4,10.007038 +5216,L243Y,0.43457463,5.5460567,26/08/2020,-7.44974E+17,0.489683644,1,7.5243435 +5217,L246C,0.002000382,1.1579064,26/08/2020,-7.44974E+17,0.000785859,2,858.20776 +5218,L246D,0.002686497,1.1059,26/08/2020,-7.44974E+17,0.000600926,1,822.8599 +5219,L246E,0.001570367,0.8934198,26/08/2020,-7.44974E+17,0.000429038,2,953.85876 +5220,L246F,0.001277203,0.99527115,26/08/2020,-7.44974E+17,0.000498096,3,1085.8066 +5221,L246H,0.001047285,1.1712891,26/08/2020,-7.44974E+17,0.000589011,5,1330.7952 +5222,L246I,0.00446637,3.6711316,26/08/2020,-7.44974E+17,0.00387028,4,883.25977 +5223,L246K,0.001136972,1.092443,26/08/2020,-7.44974E+17,0.00067198,5,1153.8171 +5224,L246M,0.12538,5.07526,26/08/2020,-7.44974E+17,0.127467616,1,42.054382 +5225,L246M; E261Q,0.121671945,1.5084006,26/08/2020,-7.44974E+17,0.119790348,148,10.937265 +5226,L246Q,0.001455036,1.1735059,26/08/2020,-7.44974E+17,0.000667689,3,1057.9377 +5227,L246R,0.002396785,0.9674066,26/08/2020,-7.44974E+17,0.000438549,1,784.57764 +5228,L246S,0.001168975,0.9095777,26/08/2020,-7.44974E+17,0.000400947,3,1094.0804 +5229,L246T,0.003539842,1.5114814,26/08/2020,-7.44974E+17,0.001321286,1,745.54425 +5230,L246V,0.009500447,3.0581002,26/08/2020,-7.44974E+17,0.007073119,1,446.87875 +5231,L246W,0.001018818,1.2840427,26/08/2020,-7.44974E+17,0.00065364,6,1448.119 +5232,L246Y,0.001525751,1.1420248,26/08/2020,-7.44974E+17,0.000735537,3,1000.48755 +5233,L253A,0.002043713,1.3117386,26/08/2020,-7.44974E+17,0.000846429,2,886.5467 +5234,L253C,0.003855596,1.6603919,26/08/2020,-7.44974E+17,0.00158696,1,691.2033 +5235,L253D,0.010564073,0.749061,26/08/2020,-7.44974E+17,0.009349815,3,105.6247 +5236,L253E,0.003211966,1.4159552,26/08/2020,-7.44974E+17,0.001068987,1,757.43427 +5237,L253F,0.001583539,1.9005024,26/08/2020,-7.44974E+17,0.001113116,5,1348.3593 +5238,L253G,0.003186643,1.3779836,26/08/2020,-7.44974E+17,0.000983846,1,760.1368 +5239,L253H,0.003318855,1.3608732,26/08/2020,-7.44974E+17,0.000958014,1,747.55396 +5240,L253I,0.018156504,3.9162452,26/08/2020,-7.44974E+17,0.015593727,1,269.7955 +5241,L253K,0.002766849,1.7048099,26/08/2020,-7.44974E+17,0.001590509,2,822.58105 +5242,L253M,0.19679163,2.48456,26/08/2020,-7.44974E+17,0.197497696,2,11.746284 +5243,L253N,0.002014357,1.2452596,26/08/2020,-7.44974E+17,0.000842468,2,903.15955 +5244,L253P,0.002737378,1.0877833,26/08/2020,-7.44974E+17,0.000610856,1,771.13007 +5245,L253Q,0.003000429,1.7553974,26/08/2020,-7.44974E+17,0.002146661,3,711.9545 +5246,L253Q; A280T,0.002125609,0.74788165,26/08/2020,-7.44974E+17,0.000181282,1,821.3176 +5247,L253R,0.001554266,1.5243919,26/08/2020,-7.44974E+17,0.000906797,4,1175.2552 +5248,L253S,0.00296339,1.2485234,26/08/2020,-7.44974E+17,0.000790779,1,761.56134 +5249,L253T,0.00797617,0.9642587,26/08/2020,-7.44974E+17,0.007227135,3,167.32239 +5250,L253V; Q283L,0.003639686,1.5660123,26/08/2020,-7.44974E+17,0.001575349,1,735.9907 +5251,L253W,0.002044633,1.2811618,26/08/2020,-7.44974E+17,0.000835014,2,924.9904 +5252,L253Y,0.0019081,1.1081784,26/08/2020,-7.44974E+17,0.000784766,2,872.0011 +5253,L25A,0.091867246,4.7551317,26/08/2020,-7.44974E+17,0.089838358,2,52.148212 +5254,L25C,0.17062372,5.133497,26/08/2020,-7.44974E+17,0.177303629,1,28.896584 +5255,L25D,0.016773278,4.269049,26/08/2020,-7.44974E+17,0.015704871,2,285.21802 +5256,L25F,0.26381984,5.4349823,26/08/2020,-7.44974E+17,0.277032018,1,16.980564 +5257,L25F; A116V; P164S; L176F; E278G,0.031715862,4.412812,26/08/2020,-7.44974E+17,0.029316682,1,166.59906 +5258,L25F; A28T; V66A; S117P; R148H; T188I; S220T; H230Y,0.004645096,1.99292,26/08/2020,-7.44974E+17,0.002756708,1,629.5892 +5259,L25F; A33T; H36Y; M82L; S220T; A277V,0.0036583,1.5225209,26/08/2020,-7.44974E+17,0.001288458,1,706.56616 +5260,L25F; A48V; M129K; R148L; A213V; S220T; S226P,0.005063776,2.0957928,26/08/2020,-7.44974E+17,0.002509792,1,645.64075 +5261,L25F; F86S; Q107R; S220T; G286E,0.025582867,4.332117,26/08/2020,-7.44974E+17,0.021847565,1,209.03493 +5262,L25F; G35D; N100S; Q107R; L143M,0.003664201,1.5908246,26/08/2020,-7.44974E+17,0.001504857,1,732.7627 +5263,L25F; L119H; S220T; A280V; A282G,0.2062649,5.2248173,26/08/2020,-7.44974E+17,0.221094993,1,22.907536 +5264,L25F; L98Q; P132A; S220T; A257V,0.002958774,1.1818883,26/08/2020,-7.44974E+17,0.000751548,1,757.4607 +5265,L25F; T38M; S49C; A156V; S220T; Q283R,0.0486063,4.782111,26/08/2020,-7.44974E+17,0.046608924,1,114.77275 +5266,L25F; T72A; I73T; A202V; S220T,0.004074845,1.6655484,26/08/2020,-7.44974E+17,0.001638233,1,735.3292 +5267,L25F; V30Y,0.02239958,4.1909347,26/08/2020,-7.44974E+17,0.01992159,1,234.23741 +5268,L25G,0.14492975,4.2083216,26/08/2020,-7.44974E+17,0.1425057,3,26.739733 +5269,L25H,0.2672729,5.360731,26/08/2020,-7.44974E+17,0.287093636,1,16.442799 +5270,L25H; A92S; S220T; Y294F; Q299R,0.51718396,5.8486876,26/08/2020,-7.44974E+17,0.594480163,1,5.3601046 +5271,L25H; D64N; G87D; L101P; A112G; T172I; S220T; N251Y; F297L,0.002812094,1.1516517,26/08/2020,-7.44974E+17,0.000668884,1,789.8707 +5272,L25H; E91V; S220T; S267T,0.5062015,2.4529939,26/08/2020,-7.44974E+17,0.539689097,2,2.385317 +5273,L25H; G35C; L124P; L143W; A169S; S220T; P270L; L272P,0.004816328,1.9110241,26/08/2020,-7.44974E+17,0.002161954,1,652.3804 +5274,L25H; K34M; E84G; N190I,0.003090699,1.3779987,26/08/2020,-7.44974E+17,0.001035545,1,766.79395 +5275,L25H; K34N; L58H; I128V; L167P; S220T,0.002445032,0.9592197,26/08/2020,-7.44974E+17,0.00042034,1,770.17377 +5276,L25H; L101M; E108D; V130A; S220T,0.016865864,3.8438673,26/08/2020,-7.44974E+17,0.014751342,1,285.47015 +5277,L25H; L31M; T44I; L124P; N251D; H285L,0.003087852,1.2698705,26/08/2020,-7.44974E+17,0.000839674,1,766.7842 +5278,L25H; L76R; S220T; H230Y; M248I; P270S,0.004086093,1.7773101,26/08/2020,-7.44974E+17,0.001885739,1,708.1636 +5279,L25H; M185T; N190I; S220T,0.002461061,1.0352436,26/08/2020,-7.44974E+17,0.000517882,1,831.60065 +5280,L25H; P45T; T121M; D147N; N190I; D233E; E268D; N289I; P300L,0.002620964,1.0773941,26/08/2020,-7.44974E+17,0.000576988,1,767.58954 +5281,L25H; Q107R; G168E; M185L,0.00696743,2.6038487,26/08/2020,-7.44974E+17,0.004469873,1,534.5535 +5282,L25H; Q107R; P138L,0.08922896,5.04109,26/08/2020,-7.44974E+17,0.089680171,1,61.313614 +5283,L25H; S205N; S220T; G237C; L253Q,0.002783013,1.1293745,26/08/2020,-7.44974E+17,0.000650355,1,756.8725 +5284,L25H; S220T; F297S,0.003277325,1.3617768,26/08/2020,-7.44974E+17,0.000933208,1,761.0266 +5285,L25H; S49C; N78I; L134P; S220T,0.002493142,0.94638133,26/08/2020,-7.44974E+17,0.000387948,1,787.91473 +5286,L25H; T72S; N78I; S220T,0.014732759,3.725635,26/08/2020,-7.44974E+17,0.011631584,1,324.96042 +5287,L25H; V109E; A174P; S220T,0.002409652,0.94026375,26/08/2020,-7.44974E+17,0.000410183,1,784.31213 +5288,L25H; V52M; Q54R; A59T; D95E; M129L; L193R; S220T; T245S,0.002662165,1.220149,26/08/2020,-7.44974E+17,0.000855711,1,800.04517 +5289,L25I,0.1754347,2.7006521,26/08/2020,-7.44974E+17,0.173068838,3,14.050943 +5290,L25I; A111T; G244C,0.003719989,1.5690454,26/08/2020,-7.44974E+17,0.001452675,1,737.8513 +5291,L25I; A252W,0.005256377,2.8084266,26/08/2020,-7.44974E+17,0.004044885,2,639.82214 +5292,L25I; A56T; P138Q; L158P; S220T; H230Y,0.011080792,3.281359,26/08/2020,-7.44974E+17,0.009001439,1,393.92572 +5293,L25I; E46Q; V66M; R90C; S267L,0.002738488,1.225559,26/08/2020,-7.44974E+17,0.000723837,1,787.7256 +5294,L25I; H255Y,0.008568474,2.8944,26/08/2020,-7.44974E+17,0.006169387,1,471.1368 +5295,L25I; K34N; P45H; D64E; S220T; N251K,0.03216027,4.50373,26/08/2020,-7.44974E+17,0.028775356,1,166.66911 +5296,L25I; P37T; S220T; L269M,0.20257676,5.3828998,26/08/2020,-7.44974E+17,0.20916409,1,24.534458 +5297,L25I; S220T; E295D; K298Q,0.02726849,4.2632127,26/08/2020,-7.44974E+17,0.025883483,1,190.17395 +5298,L25M,0.13321325,3.3621013,26/08/2020,-7.44974E+17,0.135047462,4,23.236706 +5299,L25N; I62V; N178H; S220T; L246H,0.003592842,1.4877036,26/08/2020,-7.44974E+17,0.001264415,1,702.40125 +5300,L25P,0.001593466,0.78795564,26/08/2020,-7.44974E+17,0.000485349,2,829.22406 +5301,L25P; A56D; S220T; H230Y; A260V; S267L,0.003203373,1.4000052,26/08/2020,-7.44974E+17,0.00108867,1,783.1345 +5302,L25P; D163N; H255Y,0.00277016,1.1614223,26/08/2020,-7.44974E+17,0.000639472,1,799.93134 +5303,L25P; G120D; T207S; S220T; E261D,0.002331874,0.869239,26/08/2020,-7.44974E+17,0.000326376,1,782.9875 +5304,L25P; H154Q; G168E; N249K; E278V; V293D,0.002655167,1.143921,26/08/2020,-7.44974E+17,0.00071151,1,778.5583 +5305,L25P; L27H; H271N,0.002221433,0.78092825,26/08/2020,-7.44974E+17,0.000219323,1,757.0619 +5306,L25P; L31M; A59V; A229V; L269M; V276I; K298E,0.00645039,2.5156968,26/08/2020,-7.44974E+17,0.004182334,1,558.4407 +5307,L25P; N102S; S117F; L124F; Q299H,0.003064396,1.3250574,26/08/2020,-7.44974E+17,0.000903298,1,767.27673 +5308,L25P; V175A,0.004854361,1.9804319,26/08/2020,-7.44974E+17,0.002538326,1,629.1479 +5309,L25P; V30A; F86Y; L167H; M184K; A195S; Y290N,0.004173678,1.7692724,26/08/2020,-7.44974E+17,0.001850295,1,690.71643 +5310,L25P; V40A; G87S; V141I; R148P; S220T; H230Y; L272M,0.003710115,1.5649015,26/08/2020,-7.44974E+17,0.001460742,1,729.3669 +5311,L25P; V40F; L158H; S220T,0.002886119,1.0873367,26/08/2020,-7.44974E+17,0.000567014,1,731.5766 +5312,L25Q,0.10999683,4.497703,26/08/2020,-7.44974E+17,0.111174398,3,39.15523 +5313,L25R,0.22015743,3.933418,26/08/2020,-7.44974E+17,0.219335523,6,14.39198 +5314,L25S,0.19137792,4.4394927,26/08/2020,-7.44974E+17,0.190898085,4,19.731943 +5315,L25V,0.1925431,5.3079414,26/08/2020,-7.44974E+17,0.201489224,1,25.673141 +5316,L25V; V221L,0.13150054,0.8568831,26/08/2020,-7.44974E+17,0.111543826,10,6.2250457 +5317,L25W,0.11626014,5.0419173,26/08/2020,-7.44974E+17,0.120933771,1,45.639545 +5318,L25Y,0.15599366,1.9669479,26/08/2020,-7.44974E+17,0.162496131,2,12.795175 +5319,L269A,0.015534562,5.683137,26/08/2020,-7.44974E+17,0.014781124,4,379.34448 +5320,L269C,0.023985904,7.800512,26/08/2020,-7.44974E+17,0.023587425,6,325.64746 +5321,L269D,0.001178075,1.2259462,26/08/2020,-7.44974E+17,0.000645682,4,1276.8544 +5322,L269E,0.00280638,1.1577743,26/08/2020,-7.44974E+17,0.000648297,1,769.8502 +5323,L269F,0.032431282,5.454568,26/08/2020,-7.44974E+17,0.031552407,2,179.73259 +5324,L269G,0.025953844,5.0321856,26/08/2020,-7.44974E+17,0.024811515,3,202.73999 +5325,L269H,0.013037049,4.3286085,26/08/2020,-7.44974E+17,0.011975671,2,368.01178 +5326,L269K,0.002861023,1.2087678,26/08/2020,-7.44974E+17,0.000745477,1,748.8396 +5327,L269M,0.054821327,5.721159,26/08/2020,-7.44974E+17,0.052391582,2,109.508675 +5328,L269M; E275K; E295V,0.007009936,2.5943844,26/08/2020,-7.44974E+17,0.005003931,1,536.5575 +5329,L269P,0.013524607,0.8736489,26/08/2020,-7.44974E+17,0.013319809,2,99.38797 +5330,L269Q,0.010201503,3.2339618,26/08/2020,-7.44974E+17,0.008988342,2,373.42972 +5331,L269R,0.001588249,1.2417384,26/08/2020,-7.44974E+17,0.00082965,3,1011.34283 +5332,L269S,0.023252781,5.194504,26/08/2020,-7.44974E+17,0.021417005,2,242.39708 +5333,L269T,0.028907297,4.2253547,26/08/2020,-7.44974E+17,0.027501885,1,178.3416 +5334,L269V,0.09199822,5.8149505,26/08/2020,-7.44974E+17,0.090364052,2,62.61414 +5335,L269Y,0.011865865,3.3987808,26/08/2020,-7.44974E+17,0.009400912,1,377.16855 +5336,L272A,0.038246863,4.514056,26/08/2020,-7.44974E+17,0.036719247,1,139.97397 +5337,L272C,0.037497617,7.661166,26/08/2020,-7.44974E+17,0.037014025,5,202.64417 +5338,L272D,0.002890911,1.6134571,26/08/2020,-7.44974E+17,0.001697637,2,752.9293 +5339,L272F,0.046598237,5.2224193,26/08/2020,-7.44974E+17,0.044417874,2,118.83152 +5340,L272G,0.004444411,2.4972053,26/08/2020,-7.44974E+17,0.00320121,2,683.721 +5341,L272H,0.019319072,5.9119635,26/08/2020,-7.44974E+17,0.018305887,3,322.78317 +5342,L272I,0.06603194,4.902399,26/08/2020,-7.44974E+17,0.062729261,1,83.5232 +5343,L272K,0.15992221,5.1289997,26/08/2020,-7.44974E+17,0.168033568,1,31.69689 +5344,L272M,0.05628483,4.8649144,26/08/2020,-7.44974E+17,0.053118776,1,99.51279 +5345,L272Q; K298R,0.008819531,2.9403572,26/08/2020,-7.44974E+17,0.006469515,1,456.5124 +5346,L272R,0.032301676,5.0270977,26/08/2020,-7.44974E+17,0.030566699,2,167.73514 +5347,L272S,0.010791283,3.8380387,26/08/2020,-7.44974E+17,0.009525948,2,405.42545 +5348,L272W,0.005097332,2.3870215,26/08/2020,-7.44974E+17,0.003922805,2,585.98987 +5349,L27A,0.009931116,4.613671,26/08/2020,-7.44974E+17,0.009133538,3,499.55527 +5350,L27D,0.001730896,1.040463,26/08/2020,-7.44974E+17,0.00057949,2,906.66125 +5351,L27E,0.003269318,1.3645767,26/08/2020,-7.44974E+17,0.001092387,1,752.17554 +5352,L27F,0.003175567,4.6633744,26/08/2020,-7.44974E+17,0.002890103,8,1513.89 +5353,L27F; E108V; D170G; E261G,0.002908112,1.2289045,26/08/2020,-7.44974E+17,0.000879346,1,750.0864 +5354,L27F; E29V; Q54L; L76P; L101P; D125G; G215A,0.002746216,1.1079462,26/08/2020,-7.44974E+17,0.000543915,1,756.89484 +5355,L27F; L214F; S220T; N249S; A277D,0.003489359,1.4998993,26/08/2020,-7.44974E+17,0.001269254,1,716.692 +5356,L27F; T157A; T188S; I256N,0.002496867,0.9842345,26/08/2020,-7.44974E+17,0.000435893,1,795.9298 +5357,L27F; W41R; R94S; D95G; Y192N,0.006664462,2.4669542,26/08/2020,-7.44974E+17,0.00445638,1,543.2615 +5358,L27G,0.001503959,0.83813846,26/08/2020,-7.44974E+17,0.000411437,2,897.75885 +5359,L27H,0.003874211,1.7309029,26/08/2020,-7.44974E+17,0.001695561,1,729.5535 +5360,L27H; A174E; A195D; S205C; S220T,0.00258664,0.98647827,26/08/2020,-7.44974E+17,0.000464457,1,807.9993 +5361,L27H; A187P; T196M; S205G; E268Q,0.003350095,1.4429348,26/08/2020,-7.44974E+17,0.00124361,1,731.7112 +5362,L27H; A197V; F217L; S220T; M248I,0.00284903,1.1640917,26/08/2020,-7.44974E+17,0.000615871,1,776.4876 +5363,L27H; A65P; N77S; L119I; S220T; A260V,0.002604054,1.0357473,26/08/2020,-7.44974E+17,0.000481031,1,781.88696 +5364,L27H; E29D; G50D; Y79H; V113A; H154Y; T207A,0.002740149,1.07669,26/08/2020,-7.44974E+17,0.000590997,1,795.3332 +5365,L27H; F166S; S220A,0.002441168,1.0021278,26/08/2020,-7.44974E+17,0.000454638,1,795.65814 +5366,L27H; K34E; N78I; A116E; I256N; Q283K; F297Y,0.003628696,1.5214541,26/08/2020,-7.44974E+17,0.001446658,1,713.2985 +5367,L27H; K34M; F86L; P131S; D147V; E153D; L269F; G284S,0.002802969,1.1463207,26/08/2020,-7.44974E+17,0.000691419,1,751.6216 +5368,L27H; L193H; S220T; H255Y; A282T,0.002552319,1.0604751,26/08/2020,-7.44974E+17,0.000551312,1,796.4255 +5369,L27H; M129L,0.003568464,1.564757,26/08/2020,-7.44974E+17,0.001460921,1,729.5924 +5370,L27H; M185T; M248L,0.003039514,1.3401778,26/08/2020,-7.44974E+17,0.001059871,1,758.099 +5371,L27H; R122C; S220T; L222P; D235G; M248K; V250E; Q263H,0.002600187,1.003641,26/08/2020,-7.44974E+17,0.000435494,1,777.54553 +5372,L27H; R148P; S220T; H230Y; E261K,0.004040646,1.7618641,26/08/2020,-7.44974E+17,0.002030206,1,683.906 +5373,L27H; S220T; R258C; R274H; V276D,0.003166735,1.3289337,26/08/2020,-7.44974E+17,0.000999019,1,793.31586 +5374,L27H; S49R; R165C; P270A,0.00432041,1.9223757,26/08/2020,-7.44974E+17,0.002168821,1,674.1455 +5375,L27H; S61A; L182Q,0.003606327,1.5616809,26/08/2020,-7.44974E+17,0.001407288,1,737.4367 +5376,L27H; T39I; A60T; N102I; S160T; T188P,0.003369385,1.4250176,26/08/2020,-7.44974E+17,0.001066377,1,733.6886 +5377,L27H; Y83F; R258H,0.0025601,1.006897,26/08/2020,-7.44974E+17,0.00046836,1,761.2374 +5378,L27I,0.06311261,7.796138,26/08/2020,-7.44974E+17,0.062844194,6,118.64896 +5379,L27I; A33V; P37H; V66M; S220T; M291V; E295D,0.003210151,1.3777776,26/08/2020,-7.44974E+17,0.001085237,1,754.68 +5380,L27I; A60P; Q107L; A159S,0.24104048,5.4643583,26/08/2020,-7.44974E+17,0.247999883,1,19.298645 +5381,L27I; A89P; Q107L; M184K; N238D; R274H,0.006175801,2.4603074,26/08/2020,-7.44974E+17,0.003893916,1,562.3421 +5382,L27I; E46D; V221L; A257T,0.02528432,4.229369,26/08/2020,-7.44974E+17,0.022751245,1,202.47804 +5383,L27I; E46K; N102S; L143M,0.050396495,4.791398,26/08/2020,-7.44974E+17,0.047709465,1,109.85447 +5384,L27I; F209C; S220T; H230R,0.003265492,1.403147,26/08/2020,-7.44974E+17,0.001104624,1,733.8078 +5385,L27I; F86S; V135L; L173R; S220T,0.003441266,1.4994935,26/08/2020,-7.44974E+17,0.001250279,1,730.2532 +5386,L27I; G87S; G146D; S205C,0.00259313,1.1019199,26/08/2020,-7.44974E+17,0.000591367,1,772.635 +5387,L27I; L134M; S220T; H255Q; M291I,0.004576989,1.8792622,26/08/2020,-7.44974E+17,0.002236578,1,661.6418 +5388,L27I; M82L; L158H; T207A; S220T; S226P; I256V,0.003060573,1.2996516,26/08/2020,-7.44974E+17,0.000955835,1,774.8815 +5389,L27I; N178H; S220T; L253P; L272Q; E295D,0.003042792,1.2408786,26/08/2020,-7.44974E+17,0.000800588,1,768.7169 +5390,L27K,0.001670948,0.99455863,26/08/2020,-7.44974E+17,0.000522515,2,936.26904 +5391,L27M,0.026711041,5.2789383,26/08/2020,-7.44974E+17,0.025555251,2,211.79628 +5392,L27N,0.002597874,2.076441,26/08/2020,-7.44974E+17,0.001770292,3,950.884 +5393,L27P,0.001122395,0.7805498,26/08/2020,-7.44974E+17,0.000355747,3,1029.093 +5394,L27P; D125N; F209L,0.003183477,1.415259,26/08/2020,-7.44974E+17,0.001164911,1,755.6478 +5395,L27P; E46G; L182P; S220T,0.003344686,1.4045032,26/08/2020,-7.44974E+17,0.001050928,1,753.8792 +5396,L27P; G120S; T157S; R247S,0.001747773,0.55399364,26/08/2020,-7.44974E+17,6.28E-05,1,750.3935 +5397,L27P; G203V,0.00608398,2.325195,26/08/2020,-7.44974E+17,0.003613992,1,579.1384 +5398,L27P; L124H; R148P; S220T; H230Y,0.004482126,1.8713973,26/08/2020,-7.44974E+17,0.002251665,1,652.174 +5399,L27P; L31M; L93F; S220T; H230N; H255Y; F297Y,0.004280275,1.8247567,26/08/2020,-7.44974E+17,0.002143681,1,683.4591 +5400,L27P; M129I; P138Q,0.003539277,1.5198795,26/08/2020,-7.44974E+17,0.001185883,1,740.7938 +5401,L27P; M82K; L143W,0.002548947,1.0398893,26/08/2020,-7.44974E+17,0.000576193,1,771.9361 +5402,L27P; N249Y; I256N,0.003857585,1.6181453,26/08/2020,-7.44974E+17,0.001531641,1,717.9535 +5403,L27P; N78K; Q194H; F217S; S220T; K236N,0.003426917,1.4870913,26/08/2020,-7.44974E+17,0.001251223,1,733.20135 +5404,L27P; S220T; A259V; E261Q,0.002740209,1.1510553,26/08/2020,-7.44974E+17,0.000660973,1,807.14124 +5405,L27P; S49C; V109L; S220T,0.00362106,1.5689361,26/08/2020,-7.44974E+17,0.001368124,1,728.1213 +5406,L27P; T207S; L214P; K236N; K298M; A303V,0.001939224,0.666646,26/08/2020,-7.44974E+17,0.000140488,1,738.46216 +5407,L27P; T63A; D125V,0.003249468,1.3766477,26/08/2020,-7.44974E+17,0.001051815,1,769.2036 +5408,L27P; T63S; V109A; A174V; A218T; S220T; D287V; M291L,0.002707637,1.0937251,26/08/2020,-7.44974E+17,0.00067419,1,735.8806 +5409,L27P; V150L; M185L,0.002301339,0.8185388,26/08/2020,-7.44974E+17,0.000266842,1,759.25055 +5410,L27P; V150M; E153G; A169E; S220T,0.003681691,1.541019,26/08/2020,-7.44974E+17,0.001403028,1,739.10516 +5411,L27P; W115R; S220T,0.003250037,1.3630375,26/08/2020,-7.44974E+17,0.0010071,1,775.1629 +5412,L27R,0.003004112,1.2665663,26/08/2020,-7.44974E+17,0.000888219,1,765.4787 +5413,L27R; D152V; P219H,0.005416462,2.1812387,26/08/2020,-7.44974E+17,0.003044963,1,613.06287 +5414,L27R; E46D; V150M; L182Q; S220T; L222P,0.003734396,1.5337663,26/08/2020,-7.44974E+17,0.001374115,1,704.07306 +5415,L27S,0.004296902,2.4379652,26/08/2020,-7.44974E+17,0.003035728,2,692.4624 +5416,L27V,0.06794028,3.3845596,26/08/2020,-7.44974E+17,0.06759242,3,51.333458 +5417,L27V; S69Y; A195G; S220T,0.004938851,2.041491,26/08/2020,-7.44974E+17,0.002410689,1,640.7342 +5418,L27W,0.008292202,1.1843067,26/08/2020,-7.44974E+17,0.006817086,2,208.28885 +5419,L31F; A149S; S220T,0.59926856,5.7322445,26/08/2020,-7.44974E+17,0.709959083,1,3.5766063 +5420,L31F; D118A; A210V; S220T,0.40861872,5.6189504,26/08/2020,-7.44974E+17,0.46208588,1,8.502212 +5421,L31F; D147G; L161Q; G241S; V250L,0.00215763,0.84048104,26/08/2020,-7.44974E+17,0.000291716,1,790.1335 +5422,L31F; L98R; S220T,0.003095661,1.3540325,26/08/2020,-7.44974E+17,0.001091156,1,762.30804 +5423,L31F; S201T; S220T; A231V; V250E,0.003441685,1.5747321,26/08/2020,-7.44974E+17,0.001252715,1,755.5181 +5424,L31F; S69T; D95Y; S220T; E275D; R279H,0.005746606,2.280233,26/08/2020,-7.44974E+17,0.003167659,1,597.5253 +5425,L31F; T72N; D118N; L124I; T207N; P240Q; N251S,0.002638777,1.0139141,26/08/2020,-7.44974E+17,0.00046718,1,817.67694 +5426,L31G,0.001860018,1.6681358,26/08/2020,-7.44974E+17,0.001365541,5,1022.8709 +5427,L31H,0.002427043,0.9667171,26/08/2020,-7.44974E+17,0.000428472,1,808.30725 +5428,L31I,0.019385071,3.9060986,26/08/2020,-7.44974E+17,0.017322253,1,260.11063 +5429,L31K,0.06506455,4.858486,26/08/2020,-7.44974E+17,0.064228097,1,84.94968 +5430,L31M,0.045104545,4.6789355,26/08/2020,-7.44974E+17,0.04173032,1,123.38403 +5431,L31M; A169T; Q194L; N249Y,0.04631612,4.768503,26/08/2020,-7.44974E+17,0.043937405,1,121.11633 +5432,L31M; A60T; E84D; A92V; H154R; S220T,0.002931881,1.198009,26/08/2020,-7.44974E+17,0.000735261,1,778.7794 +5433,L31M; E153K; S220T,0.074596345,4.893651,26/08/2020,-7.44974E+17,0.074657917,1,72.39716 +5434,L31M; I62V; Y144D; M184I; H271Q,0.002274864,0.82110876,26/08/2020,-7.44974E+17,0.000289025,1,832.4176 +5435,L31M; M184R; F217L; A252D,0.002232458,0.7823256,26/08/2020,-7.44974E+17,0.000203312,1,809.56506 +5436,L31M; P131S; A149T; L182P; L243P; A260V,0.003747154,1.6160197,26/08/2020,-7.44974E+17,0.001524062,1,709.28033 +5437,L31M; P45Q; R110C; V204E; E208G; A223V; N249D,0.002060185,0.71945035,26/08/2020,-7.44974E+17,0.000193661,1,758.4511 +5438,L31M; Q194L; S220T; R247H; A259V,0.060750403,4.8825374,26/08/2020,-7.44974E+17,0.058275445,1,92.81205 +5439,L31M; Q54H; A59T; A210G,0.003589726,1.53082,26/08/2020,-7.44974E+17,0.001359531,1,720.79913 +5440,L31M; R155H; S220T,0.6060757,5.719231,26/08/2020,-7.44974E+17,0.732133004,1,3.4043245 +5441,L31M; S61L; K236I,0.008590532,2.9517777,26/08/2020,-7.44974E+17,0.006337635,1,465.52878 +5442,L31M; S69P; M129K; V135G; G168R; R247G,0.004594154,1.9255993,26/08/2020,-7.44974E+17,0.002363942,1,664.7922 +5443,L31M; T72A; S220T,0.026818799,4.229234,26/08/2020,-7.44974E+17,0.023947836,1,193.52707 +5444,L31M; T81A,0.11463228,4.976432,26/08/2020,-7.44974E+17,0.119384061,1,45.722195 +5445,L31M; V66E; A213T; V232G,0.002179237,1.3269556,26/08/2020,-7.44974E+17,0.000928929,2,905.49695 +5446,L31M; V66E; V150E; N178S; D233V; A257V,0.002642883,1.1004773,26/08/2020,-7.44974E+17,0.000646177,1,774.8088 +5447,L31M; V97D; P138L; H154L; N190Y,0.002844,1.1859463,26/08/2020,-7.44974E+17,0.000734335,1,766.4794 +5448,L31N,0.002489199,1.1089764,26/08/2020,-7.44974E+17,0.001268501,2,667.974 +5449,L31N; A89S,0.003087613,1.3250324,26/08/2020,-7.44974E+17,0.00097118,1,745.272 +5450,L31Q,0.002428204,1.8636328,26/08/2020,-7.44974E+17,0.001525133,3,934.80927 +5451,L31R,0.001361283,1.4090413,26/08/2020,-7.44974E+17,0.000813669,4,1234.0609 +5452,L31S,0.005044337,2.1008413,26/08/2020,-7.44974E+17,0.00429692,3,489.01352 +5453,L31S; A159V; H183R; S220T; A282V,0.003096625,1.3148873,26/08/2020,-7.44974E+17,0.000914363,1,768.21014 +5454,L31S; A48E; P106L; A231T; Q283L,0.005130312,2.1321485,26/08/2020,-7.44974E+17,0.002957137,1,610.498 +5455,L31S; A53D; R94H,0.003162401,1.2725778,26/08/2020,-7.44974E+17,0.000814835,1,763.04596 +5456,L31S; A59E; I73F; F209L; H230Q; N289I,0.005545916,2.2499583,26/08/2020,-7.44974E+17,0.003137844,1,611.7313 +5457,L31S; A68P; R90H; R94C; E261G; G264R,0.005936494,2.3727617,26/08/2020,-7.44974E+17,0.00366895,1,591.6401 +5458,L31S; D163E; V276A,0.002514777,0.9874803,26/08/2020,-7.44974E+17,0.000463879,1,759.35333 +5459,L31S; D170G; L173Q; S220T; N238I; L269M,0.003910939,1.6714998,26/08/2020,-7.44974E+17,0.001835779,1,679.7999 +5460,L31S; L189I,0.004277171,1.8450469,26/08/2020,-7.44974E+17,0.002107572,1,669.77057 +5461,L31S; P106L; P138S; Y186S; L214F; N251S,0.003605128,1.5170325,26/08/2020,-7.44974E+17,0.001438733,1,731.37317 +5462,L31S; R165L; L193H,0.002212968,0.73625857,26/08/2020,-7.44974E+17,0.000203352,1,764.248 +5463,L31S; S220T,0.031784747,4.435128,26/08/2020,-7.44974E+17,0.029508672,1,167.12492 +5464,L31S; S220T; A231D,0.003472973,1.555826,26/08/2020,-7.44974E+17,0.001386911,1,749.79584 +5465,L31S; S220T; V276I,0.006772763,2.6085916,26/08/2020,-7.44974E+17,0.004535127,1,525.5154 +5466,L31S; T39S; M74L; D95E; P106L,0.002587778,1.0140274,26/08/2020,-7.44974E+17,0.000497039,1,795.34973 +5467,L31T,0.008214688,2.8399713,26/08/2020,-7.44974E+17,0.005706211,1,480.8032 +5468,L31V,0.009567622,3.1115515,26/08/2020,-7.44974E+17,0.007238898,1,437.7324 +5469,L31V; H183R; W216R; A229V; N238D; H285L,0.002671279,1.0703233,26/08/2020,-7.44974E+17,0.000543705,1,804.2891 +5470,L31V; L151P; D211G; L243M,0.001855201,0.60429215,26/08/2020,-7.44974E+17,8.64E-05,1,718.3644 +5471,L31V; L32I; S220T,0.077035196,4.983797,26/08/2020,-7.44974E+17,0.075232851,1,71.65418 +5472,L31V; N77D; Y144N; S220T,0.002361844,0.9071336,26/08/2020,-7.44974E+17,0.000391913,1,747.85864 +5473,L31V; P45H; R90H; L124P; L182Q,0.002407219,0.9262216,26/08/2020,-7.44974E+17,0.000352604,1,767.53766 +5474,L31V; Y290N; F297L,0.002552049,1.0151631,26/08/2020,-7.44974E+17,0.000437478,1,793.22455 +5475,L31W,0.00307767,1.351006,26/08/2020,-7.44974E+17,0.001007788,1,754.5449 +5476,L31W; D211V; W216L; K298M; P300L,0.00265251,1.0398504,26/08/2020,-7.44974E+17,0.000480294,1,790.93335 +5477,L31W; E208K; S220T; A228V; M248I; E295A,0.003781966,1.6275089,26/08/2020,-7.44974E+17,0.001522792,1,738.3854 +5478,L31W; I73F; M129R; T179S; L181I; Q263L; D287V,0.002318216,0.9817034,26/08/2020,-7.44974E+17,0.000469851,1,811.6143 +5479,L31W; Y83C; G87C; A140V; P224H,0.003181914,1.3654042,26/08/2020,-7.44974E+17,0.001003147,1,749.8602 +5480,L31Y,0.018242314,4.3150964,26/08/2020,-7.44974E+17,0.017436806,2,262.03125 +5481,L32A,0.038739108,1.7644866,26/08/2020,-7.44974E+17,0.03850712,8,47.11502 +5482,L32C,0.14867258,5.1283464,26/08/2020,-7.44974E+17,0.153528224,1,34.78097 +5483,L32F,0.07624189,2.1494865,26/08/2020,-7.44974E+17,0.075733145,4,29.167309 +5484,L32F; A174V; S220T; A280T,0.003855021,1.6911752,26/08/2020,-7.44974E+17,0.001585129,1,712.17847 +5485,L32F; G35R,0.003219503,1.3247981,26/08/2020,-7.44974E+17,0.000926805,1,780.27185 +5486,L32F; G87C; L158P; S220T,0.002686702,1.1173156,26/08/2020,-7.44974E+17,0.00069131,1,795.7041 +5487,L32F; R148P; S220T; H230Y; A260S,0.28571528,5.453784,26/08/2020,-7.44974E+17,0.305531055,1,15.109623 +5488,L32F; T72P; G286V; D287N,0.004086124,1.7758512,26/08/2020,-7.44974E+17,0.001882523,1,707.9463 +5489,L32F; W216R; S220T; Y239H; T242I; Q283H,0.002507784,1.484649,26/08/2020,-7.44974E+17,0.001385411,2,794.61316 +5490,L32F; Y186N; S220T; P240Q,0.002622206,1.0263913,26/08/2020,-7.44974E+17,0.000478402,1,809.841 +5491,L32H,0.08508255,5.0200844,26/08/2020,-7.44974E+17,0.085047869,3,57.640224 +5492,L32H; A127D; D233G,0.002485646,1.0112311,26/08/2020,-7.44974E+17,0.000473061,1,813.0054 +5493,L32H; A169S; M185I; N190H; Q194E; H266R,0.005110183,2.078073,26/08/2020,-7.44974E+17,0.002762923,1,627.5566 +5494,L32H; A213D,0.022183912,4.1169796,26/08/2020,-7.44974E+17,0.019997012,1,229.97311 +5495,L32H; A59V; R94S; S103P; L119H; I212N; S220T; Q299H,0.002684866,1.1286875,26/08/2020,-7.44974E+17,0.000669128,1,784.30237 +5496,L32H; A65P; C75W; I128T; L158T; T207S,0.002522762,1.0662513,26/08/2020,-7.44974E+17,0.000561963,1,819.6716 +5497,L32H; A65V; N77S,0.002574628,1.017868,26/08/2020,-7.44974E+17,0.000461982,1,826.3799 +5498,L32H; D64N; L101R; A187V; A195T; V199A; L214P,0.001902465,0.59210473,26/08/2020,-7.44974E+17,7.80E-05,1,723.0078 +5499,L32H; G126D; R148P; Y177H; A202T; V204M; S220T; H230Y,0.002863681,1.246923,26/08/2020,-7.44974E+17,0.000795067,1,756.8733 +5500,L32H; I128F; D147G; N178K; Q194H; N289I,0.002666927,1.1423228,26/08/2020,-7.44974E+17,0.000706653,1,795.1988 +5501,L32H; I73T; R148P; G162E; S220T; H230Y,0.004235583,1.7900642,26/08/2020,-7.44974E+17,0.001983539,1,673.94495 +5502,L32H; M184V,0.027744086,4.3250566,26/08/2020,-7.44974E+17,0.024932268,1,192.34785 +5503,L32H; N178Y; Y186F; Q194H; A229T,0.004220448,1.807357,26/08/2020,-7.44974E+17,0.001870551,1,693.2729 +5504,L32H; P106L; S226F,0.009576623,3.0812294,26/08/2020,-7.44974E+17,0.007126584,1,432.18967 +5505,L32H; S220T,0.51920974,5.6730127,26/08/2020,-7.44974E+17,0.607484616,1,5.1802635 +5506,L32H; S220T; H230Y,0.554407,5.711019,26/08/2020,-7.44974E+17,0.65520079,1,4.396395 +5507,L32H; V40I; A156D; G203C; S220T,0.29490116,5.2216506,26/08/2020,-7.44974E+17,0.329972771,1,13.902308 +5508,L32H; Y123H; S220T; H230Y,0.007225234,2.6239572,26/08/2020,-7.44974E+17,0.004940828,1,512.5347 +5509,L32I,0.1776134,1.6152439,26/08/2020,-7.44974E+17,0.169845173,11,7.8819046 +5510,L32I; E208G; S220T,0.28022107,5.8534913,26/08/2020,-7.44974E+17,0.28641841,2,15.828008 +5511,L32I; H154D; S220T; S301G,0.003784615,1.6559495,26/08/2020,-7.44974E+17,0.001574674,1,706.1586 +5512,L32I; L143S; F166I; Y177F; L182P; V221A,0.005509337,2.1965148,26/08/2020,-7.44974E+17,0.003245752,1,602.33716 +5513,L32I; P45L; A206D; P219L; S220T; H230Y; L272Q,0.004146828,1.8001859,26/08/2020,-7.44974E+17,0.002014666,1,679.1487 +5514,L32I; S220T,0.6424638,5.946953,26/08/2020,-7.44974E+17,0.771571042,1,3.0201516 +5515,L32I; S49R; A53S,0.36128974,3.1676736,26/08/2020,-7.44974E+17,0.364587274,20,5.648423 +5516,L32I; V141L; L272P,0.00475139,1.9669133,26/08/2020,-7.44974E+17,0.002486013,1,634.4435 +5517,L32I; V40G; V52E; V99A; S220T; R274P,0.002916065,1.1937523,26/08/2020,-7.44974E+17,0.000743818,1,772.53754 +5518,L32I; V99D; R148P; S220T; H230Y,0.012181138,3.41515,26/08/2020,-7.44974E+17,0.00954354,1,375.02426 +5519,L32M,0.12385143,3.4201088,26/08/2020,-7.44974E+17,0.122813375,3,26.488905 +5520,L32N,0.059565023,4.8043847,26/08/2020,-7.44974E+17,0.0585006,1,92.69879 +5521,L32P,0.001373926,1.2029735,26/08/2020,-7.44974E+17,0.000881291,5,1053.8363 +5522,L32P; A149E; N238I,0.004803465,1.9295986,26/08/2020,-7.44974E+17,0.002338162,1,647.07043 +5523,L32P; A53V; N77S; F142Y; S160L,0.002232735,0.7237516,26/08/2020,-7.44974E+17,0.000160356,1,785.07623 +5524,L32P; A59S; H154R; M273K; V281I,0.00800033,2.7971365,26/08/2020,-7.44974E+17,0.005486317,1,487.3209 +5525,L32P; D95V; G104V; V109A; T188S; Y192H; P219H; P240L; R258H; H271P,0.002643455,1.1844397,26/08/2020,-7.44974E+17,0.000781449,1,804.2684 +5526,L32P; G50S; S301C,0.003222191,1.314013,26/08/2020,-7.44974E+17,0.00089143,1,744.3886 +5527,L32P; M74I; L124I; R155S; H230L; G241C; E254K,0.003048804,1.300699,26/08/2020,-7.44974E+17,0.000945796,1,742.6932 +5528,L32P; P37H; T39A; S220T; L269S; M291K,0.056225907,4.7880797,26/08/2020,-7.44974E+17,0.055462066,1,97.65638 +5529,L32P; R43P; S220T; H230Y; A280T,0.004758604,2.0162115,26/08/2020,-7.44974E+17,0.002533459,1,644.8427 +5530,L32P; S145L,0.004424311,1.8411273,26/08/2020,-7.44974E+17,0.002142062,1,681.9092 +5531,L32P; S220T,0.001763174,1.1066817,26/08/2020,-7.44974E+17,0.000634712,2,934.17474 +5532,L32P; T81I; P240S; A259V,0.001667559,0.5039453,26/08/2020,-7.44974E+17,4.77E-05,1,753.8563 +5533,L32P; Y144F; D147N; N178D; S301C,0.002908165,1.1832975,26/08/2020,-7.44974E+17,0.000707446,1,783.9614 +5534,L32P; Y83F; V141I; S220T; E268Q; Y294C,0.002201425,0.82154447,26/08/2020,-7.44974E+17,0.000280286,1,758.8058 +5535,L32Q,0.058241952,5.7539234,26/08/2020,-7.44974E+17,0.05894406,3,98.392395 +5536,L32R,0.037652902,5.659887,26/08/2020,-7.44974E+17,0.03579487,2,160.46036 +5537,L32R; A116V; G203C; A257T; V265L,0.002178398,0.7825587,26/08/2020,-7.44974E+17,0.000227213,1,786.9597 +5538,L32R; M129V; F166S,0.00236703,0.9281285,26/08/2020,-7.44974E+17,0.000346343,1,772.33344 +5539,L32S,0.040336072,5.6091323,26/08/2020,-7.44974E+17,0.039697663,4,139.95541 +5540,L32T,0.082100034,3.0847213,26/08/2020,-7.44974E+17,0.083718096,3,38.38986 +5541,L32T; H230Y,0.2500959,5.4142895,26/08/2020,-7.44974E+17,0.26950569,1,18.146708 +5542,L32T; R122C; S220T,0.5027477,5.611705,26/08/2020,-7.44974E+17,0.576668111,1,5.5412455 +5543,L32V,0.06967215,0.8631402,26/08/2020,-7.44974E+17,0.073626313,3,15.707862 +5544,L32W,0.014903648,1.6027906,26/08/2020,-7.44974E+17,0.014246502,4,125.53329 +5545,L32Y,0.018884068,3.8809733,26/08/2020,-7.44974E+17,0.015823195,1,266.22873 +5546,L51A,0.03772404,4.483988,26/08/2020,-7.44974E+17,0.036669654,2,127.716675 +5547,L51C,0.021776343,4.1762643,26/08/2020,-7.44974E+17,0.018539389,1,244.30116 +5548,L51D,0.001829563,1.4566052,26/08/2020,-7.44974E+17,0.000954466,3,1048.637 +5549,L51E,0.001963857,1.2481138,26/08/2020,-7.44974E+17,0.000861238,2,932.7894 +5550,L51F,0.003818917,2.2310088,26/08/2020,-7.44974E+17,0.002554415,2,740.3966 +5551,L51I,0.134783,4.2379475,26/08/2020,-7.44974E+17,0.138807391,7,28.0981 +5552,L51K,0.003523327,2.1139715,26/08/2020,-7.44974E+17,0.002390533,2,757.5771 +5553,L51M,0.12814502,5.1959367,26/08/2020,-7.44974E+17,0.129188339,1,41.792194 +5554,L51M; G200R; A259P,0.002488006,1.0200033,26/08/2020,-7.44974E+17,0.000475654,1,767.49524 +5555,L51M; N190Y; L227Q,0.002688491,1.0842893,26/08/2020,-7.44974E+17,0.000541007,1,796.65393 +5556,L51M; P219S; S220T; K236I,0.05173817,4.855503,26/08/2020,-7.44974E+17,0.047568795,1,109.61941 +5557,L51M; P88T; V175M,0.017082226,3.8766599,26/08/2020,-7.44974E+17,0.014562922,1,287.02594 +5558,L51N,0.003608748,2.1259253,26/08/2020,-7.44974E+17,0.002431119,2,750.15186 +5559,L51P,0.03381541,5.34904,26/08/2020,-7.44974E+17,0.031998519,2,169.18561 +5560,L51P; C75S; A140E; S220T; H288L,0.003377515,1.4687382,26/08/2020,-7.44974E+17,0.001167698,1,723.1708 +5561,L51P; D139V,0.003264564,1.3551309,26/08/2020,-7.44974E+17,0.00107503,1,736.1142 +5562,L51P; D152E; A159V; S220T; V265A,0.003708786,1.590192,26/08/2020,-7.44974E+17,0.001383597,1,748.7812 +5563,L51P; D163E; S220T; I256T,0.005406957,2.2978373,26/08/2020,-7.44974E+17,0.003423898,1,621.10565 +5564,L51P; F86L; A218T; S220T; S267L,0.002727699,1.1705621,26/08/2020,-7.44974E+17,0.000730036,1,772.32715 +5565,L51P; G126D; Y144I; H183R; S220P; A252D; V265G,0.004245392,1.8072639,26/08/2020,-7.44974E+17,0.00191014,1,689.25226 +5566,L51P; L193P; G203C; S220T; D287H,0.003735084,1.5904448,26/08/2020,-7.44974E+17,0.001416765,1,732.0655 +5567,L51P; L198Q,0.005901618,2.3354478,26/08/2020,-7.44974E+17,0.003399059,1,598.92065 +5568,L51P; M74K; D139E; S220T; R274H,0.003239248,1.3963407,26/08/2020,-7.44974E+17,0.000992189,1,752.6259 +5569,L51P; M74K; R274H; Q283H; G286W,0.002294869,0.8769633,26/08/2020,-7.44974E+17,0.000340379,1,806.1307 +5570,L51P; N102D,0.002575486,1.0561162,26/08/2020,-7.44974E+17,0.000612641,1,768.8885 +5571,L51P; Q54H; W115R; A116T; L182Q; L222Q,0.002988567,1.2886231,26/08/2020,-7.44974E+17,0.000853772,1,771.9698 +5572,L51P; R148P; T172I; S220T; H230Y,0.20245218,5.407401,26/08/2020,-7.44974E+17,0.209163982,1,24.187735 +5573,L51P; S205N,0.047458168,4.8239384,26/08/2020,-7.44974E+17,0.044044057,1,118.973465 +5574,L51P; S220T; E254D,0.15816161,6.0389137,26/08/2020,-7.44974E+17,0.158653958,2,34.649162 +5575,L51P; S69P; E91D; V113L,0.00301726,1.2366885,26/08/2020,-7.44974E+17,0.000809078,1,753.8556 +5576,L51P; T63N,0.09668795,5.016819,26/08/2020,-7.44974E+17,0.094445004,1,56.945873 +5577,L51P; T72I; L76H; P164Q; S220T,0.002499037,1.0376959,26/08/2020,-7.44974E+17,0.000576739,1,766.9796 +5578,L51Q,0.028953245,0.9746846,26/08/2020,-7.44974E+17,0.027793602,3,44.464863 +5579,L51Q; A174V; S220T,0.002920595,1.2841033,26/08/2020,-7.44974E+17,0.000901209,1,781.32214 +5580,L51Q; A56T; S220T; H230Y,0.004109813,1.7974908,26/08/2020,-7.44974E+17,0.001916365,1,677.1052 +5581,L51Q; G87S; L119P; L193H,0.003605482,1.5707363,26/08/2020,-7.44974E+17,0.001578342,1,712.5159 +5582,L51Q; P219S; S220T; M273T,0.003387138,1.3835782,26/08/2020,-7.44974E+17,0.001100765,1,763.7821 +5583,L51Q; Q54L; G87S; D152G; S220T,0.002994061,1.2075106,26/08/2020,-7.44974E+17,0.000778605,1,783.64154 +5584,L51Q; R122C; S201T,0.006619975,2.5050902,26/08/2020,-7.44974E+17,0.004357571,1,550.8788 +5585,L51Q; S220T,0.022599883,4.605394,26/08/2020,-7.44974E+17,0.020991052,2,224.00873 +5586,L51Q; V109A; Y144C; A218V; S220T; D233N,0.002104908,1.2091621,26/08/2020,-7.44974E+17,0.001022126,2,832.29913 +5587,L51Q; V85I; M184R; S220T; N249K; H271L,0.002500479,1.0678912,26/08/2020,-7.44974E+17,0.000573065,1,799.9744 +5588,L51Q; Y177F; W216R,0.008443396,2.9052615,26/08/2020,-7.44974E+17,0.006010541,1,473.4435 +5589,L51R,0.002760677,2.171977,26/08/2020,-7.44974E+17,0.001869266,3,936.779 +5590,L51R; H154Q; R165C; L176S,0.002417567,0.9710753,26/08/2020,-7.44974E+17,0.000464238,1,771.36224 +5591,L51R; S67N; V97D; G168R; S220T,0.002527875,1.0532492,26/08/2020,-7.44974E+17,0.000489572,1,768.91583 +5592,L51T,0.009527015,4.2893553,26/08/2020,-7.44974E+17,0.00891524,4,477.98883 +5593,L51V,0.1201275,6.7500095,26/08/2020,-7.44974E+17,0.122099024,3,51.883698 +5594,L51V; A60T; P132L; A252T; E254D; A303T,0.002740803,1.0319213,26/08/2020,-7.44974E+17,0.000498912,1,742.5694 +5595,L51V; S220T; R258C,0.20086236,5.4145994,26/08/2020,-7.44974E+17,0.207323208,1,24.788471 +5596,L51W,0.002884668,1.2686044,26/08/2020,-7.44974E+17,0.000816774,1,763.7901 +5597,L51Y,0.003514886,1.5440361,26/08/2020,-7.44974E+17,0.001362428,1,751.2971 +5598,L58A,0.26567936,3.133998,26/08/2020,-7.44974E+17,0.278245039,2,9.599618 +5599,L58C,0.19023763,5.3798847,26/08/2020,-7.44974E+17,0.19838335,2,24.772032 +5600,L58D,0.09074185,4.972444,26/08/2020,-7.44974E+17,0.091582685,1,60.209915 +5601,L58E,0.035396915,4.8862133,26/08/2020,-7.44974E+17,0.034493142,2,147.96243 +5602,L58F; E84V; W115G,0.002811809,1.0613426,26/08/2020,-7.44974E+17,0.000554222,1,777.20374 +5603,L58F; S205C; S220T; P240Q; M291V,0.005477944,2.220852,26/08/2020,-7.44974E+17,0.003301621,1,594.4783 +5604,L58F; S220A,0.3108367,1.5696557,26/08/2020,-7.44974E+17,0.339245218,2,3.9637797 +5605,L58F; S220T,0.44778028,5.752396,26/08/2020,-7.44974E+17,0.506270601,1,7.212368 +5606,L58F; Y177H; H266Y,0.00472464,2.0535202,26/08/2020,-7.44974E+17,0.002682808,1,650.70636 +5607,L58G,0.019587267,5.9296923,26/08/2020,-7.44974E+17,0.018852167,3,316.01587 +5608,L58H,0.12879667,5.6882443,26/08/2020,-7.44974E+17,0.130491982,2,42.014027 +5609,L58H; A112T; G146S; H154R; S220T,0.003892459,1.6973635,26/08/2020,-7.44974E+17,0.00162779,1,722.5556 +5610,L58H; D152A; S220T; E275K,0.17304978,5.137911,26/08/2020,-7.44974E+17,0.179574998,1,28.200308 +5611,L58H; E84V; P133H; N190H; E208D; R258S; M273K; E278D; A280G; D287G,0.003440562,1.4715346,26/08/2020,-7.44974E+17,0.001246461,1,706.8606 +5612,L58H; L234H; T242P,0.002073697,0.7117614,26/08/2020,-7.44974E+17,0.000164638,1,759.5204 +5613,L58H; L253R,0.003423448,1.4054952,26/08/2020,-7.44974E+17,0.001124011,1,756.51154 +5614,L58H; L98P; Q107R; S201P; A228T; Q299R,0.005878308,2.3159077,26/08/2020,-7.44974E+17,0.003771578,1,573.78656 +5615,L58H; M185I; S220T,0.019189063,4.4558954,26/08/2020,-7.44974E+17,0.017981423,2,256.81537 +5616,L58H; M82T; S220T; Y290F,0.0082313,2.8565848,26/08/2020,-7.44974E+17,0.006055058,1,465.74298 +5617,L58H; N78K; A197D; S220T,0.002408903,0.93808335,26/08/2020,-7.44974E+17,0.000421771,1,748.9977 +5618,L58H; P106T; L124I; V175M; F217Y; A229V; L246F; N289D,0.002770676,1.1423298,26/08/2020,-7.44974E+17,0.000658537,1,749.60754 +5619,L58H; P132L; A213P; N251Y; V281I,0.002444287,0.8879563,26/08/2020,-7.44974E+17,0.000285623,1,769.1712 +5620,L58H; P70L; N100D; A195T; E295G,0.002421602,0.9888949,26/08/2020,-7.44974E+17,0.000443552,1,797.6422 +5621,L58H; S160P; S220T; P240S; L272Q,0.00391338,1.70748,26/08/2020,-7.44974E+17,0.001661535,1,697.4825 +5622,L58H; S220T; L234P; V265I; R279C; E295D,0.003639177,1.5534167,26/08/2020,-7.44974E+17,0.001326209,1,726.99725 +5623,L58H; S67C; W216R; S220T; M273K,0.003026994,1.2813547,26/08/2020,-7.44974E+17,0.000884795,1,751.151 +5624,L58H; T105A; L119V; W216C; S220T; N251Y,0.003101212,1.31557,26/08/2020,-7.44974E+17,0.00103746,1,759.58624 +5625,V281Y,0.031524863,4.4740214,26/08/2020,-7.44974E+17,0.029344846,1,171.51208 +5626,L58H; V109A; S220T,0.29670534,5.3028846,26/08/2020,-7.44974E+17,0.328830265,1,13.86589 +5627,L58H; V66E; L158H; S220T; D235E,0.002929723,1.1644282,26/08/2020,-7.44974E+17,0.000679241,1,737.0526 +5628,L58I,0.10964907,4.2535653,26/08/2020,-7.44974E+17,0.109368429,5,36.174988 +5629,L58I; A140V; S220T,0.021089528,4.123853,26/08/2020,-7.44974E+17,0.018321076,1,241.04347 +5630,L58I; A149G; S220T; D233H,0.5057826,5.779093,26/08/2020,-7.44974E+17,0.574103233,1,5.634474 +5631,L58I; E108L,0.026759818,1.8022231,26/08/2020,-7.44974E+17,0.025866713,2,85.42055 +5632,L58I; F86L; G104V; V150M; S220T; M248R,0.002752379,1.214949,26/08/2020,-7.44974E+17,0.000812752,1,772.0272 +5633,L58I; S220T,0.6610098,5.8195205,26/08/2020,-7.44974E+17,0.798328839,1,2.5453322 +5634,L58I; S69A,0.093791574,4.9098363,26/08/2020,-7.44974E+17,0.094588751,1,57.26557 +5635,L58K,0.10374838,3.1835885,26/08/2020,-7.44974E+17,0.103823652,3,30.666126 +5636,L58M,0.11015675,5.1137733,26/08/2020,-7.44974E+17,0.109757447,1,49.097256 +5637,L58P,0.0524045,6.0009685,26/08/2020,-7.44974E+17,0.052406329,3,115.64602 +5638,L58P; N77Y; W115C; A206T; S220T,0.002744665,1.1282924,26/08/2020,-7.44974E+17,0.000625342,1,765.68115 +5639,L58P; N78S; V113I; G120S; S220T; L227R,0.004990378,2.133427,26/08/2020,-7.44974E+17,0.002754695,1,644.0608 +5640,L58P; P70L; L76P; A213T; S220T; E295D,0.00632212,2.4260402,26/08/2020,-7.44974E+17,0.004025154,1,560.0667 +5641,L58P; R110H; S220T; H230F,0.05165091,4.805451,26/08/2020,-7.44974E+17,0.048924426,1,108.18834 +5642,L58P; R148C; S220T; L272P,0.002043707,1.5206503,26/08/2020,-7.44974E+17,0.001229452,3,930.89655 +5643,L58P; T172K,0.007327083,2.7622502,26/08/2020,-7.44974E+17,0.004818329,1,518.75684 +5644,L58P; V99A; A210V; E261D,0.002746859,1.1461235,26/08/2020,-7.44974E+17,0.000616233,1,795.2659 +5645,L58P; Y123H; S220T,0.002785491,1.1401415,26/08/2020,-7.44974E+17,0.000575368,1,763.0185 +5646,L58R,0.10679026,1.9415894,26/08/2020,-7.44974E+17,0.105480074,3,18.861513 +5647,L58S,0.16276713,2.6666658,26/08/2020,-7.44974E+17,0.168129023,2,15.872989 +5648,L58T,0.08214697,3.940032,26/08/2020,-7.44974E+17,0.080169062,4,47.036938 +5649,L58V; A60S,0.08012963,4.956061,26/08/2020,-7.44974E+17,0.078472437,1,69.01417 +5650,L58V; A65G; A156S; L158H; D170E; M185V; E261D,0.002185235,0.76985687,26/08/2020,-7.44974E+17,0.00021067,1,782.4719 +5651,L58W,0.11007554,5.563046,26/08/2020,-7.44974E+17,0.107718953,3,47.62177 +5652,L58Y,0.14937246,2.087631,26/08/2020,-7.44974E+17,0.14829346,8,12.54645 +5653,L76A,0.014601851,4.2806287,26/08/2020,-7.44974E+17,0.013864037,3,317.0121 +5654,L76C,0.008545336,2.5304883,26/08/2020,-7.44974E+17,0.007288876,2,364.36618 +5655,L76D,0.001622468,1.4631313,26/08/2020,-7.44974E+17,0.001041383,4,1075.6282 +5656,L76E,0.004516791,1.8912829,26/08/2020,-7.44974E+17,0.00211486,1,665.87775 +5657,L76F,0.00599738,2.3367712,26/08/2020,-7.44974E+17,0.003823632,1,574.64935 +5658,L76F; A127S; V150E,0.002935683,1.218226,26/08/2020,-7.44974E+17,0.000848261,1,767.2414 +5659,L76F; L193P; A252D,0.00417843,1.8553332,26/08/2020,-7.44974E+17,0.002085021,1,690.1664 +5660,L76F; M185L; S220T; K236N; E262V,0.004685299,1.9741409,26/08/2020,-7.44974E+17,0.002712703,1,629.79767 +5661,L76F; S220T; S267T,0.07898362,4.890947,26/08/2020,-7.44974E+17,0.081204981,1,69.22199 +5662,L76G,0.003114405,1.5740871,26/08/2020,-7.44974E+17,0.002313542,3,632.92645 +5663,L76H,0.002273439,1.4632508,26/08/2020,-7.44974E+17,0.001197789,2,870.5331 +5664,L76H; G286R,0.007465239,2.695005,26/08/2020,-7.44974E+17,0.005052886,1,503.79123 +5665,L76H; L134Q; H230Q; E295V,0.005095963,2.0976536,26/08/2020,-7.44974E+17,0.002898031,1,621.66156 +5666,L76H; L151Q; S220T,0.002962464,1.2490526,26/08/2020,-7.44974E+17,0.000850472,1,750.1269 +5667,L76H; L176I; S220T; G237S; G284D,0.002615701,1.1007293,26/08/2020,-7.44974E+17,0.000612559,1,787.0821 +5668,L76H; P164L; S220T,0.003643934,1.561103,26/08/2020,-7.44974E+17,0.001503034,1,720.6617 +5669,L76H; R148C; A252V; M273I; D287N; V293I,0.003079626,1.3163987,26/08/2020,-7.44974E+17,0.000872739,1,739.2269 +5670,L76H; R148P; S220T; H230Y,0.011157161,3.295102,26/08/2020,-7.44974E+17,0.009528968,1,391.0198 +5671,L76H; R148P; S220T; H230Y; A277T,0.002703028,1.0420983,26/08/2020,-7.44974E+17,0.000519516,1,795.62787 +5672,L76H; R148P; S220T; H230Y; L269M,0.003343618,1.3437431,26/08/2020,-7.44974E+17,0.000963592,1,714.5473 +5673,L76H; S220T,0.013676603,3.3935337,26/08/2020,-7.44974E+17,0.011836989,2,284.49716 +5674,L76H; S220T; H255P; V293D,0.003892422,1.6927521,26/08/2020,-7.44974E+17,0.001768452,1,723.33234 +5675,L76H; S220T; N238I,0.006249364,2.375748,26/08/2020,-7.44974E+17,0.003965407,1,554.83936 +5676,L76H; T105A; W216R; S220T; A259E,0.002722765,1.1719159,26/08/2020,-7.44974E+17,0.000684488,1,820.0391 +5677,L76H; V109A; L134Q,0.002619356,1.0687855,26/08/2020,-7.44974E+17,0.000566189,1,816.62115 +5678,L76H; V130E; S145T; G146C; P171H; F217S; E268K,0.002560874,0.99710613,26/08/2020,-7.44974E+17,0.000471227,1,786.9167 +5679,L76H; V150E; A174E; M184V; W216R; A231G,0.003251622,1.422335,26/08/2020,-7.44974E+17,0.00116027,1,769.52985 +5680,L76I,0.05598893,5.2455683,26/08/2020,-7.44974E+17,0.054144041,2,97.87151 +5681,L76I; D147G; V281I,0.002615425,1.0787861,26/08/2020,-7.44974E+17,0.000602459,1,771.94696 +5682,L76I; E91D; N100I; Y144F; H183L; T188S; L189I; S205G; L227Q; A282E,0.003461339,1.5096807,26/08/2020,-7.44974E+17,0.001280708,1,729.3605 +5683,L76I; F166V; S220T,0.003812801,1.5814322,26/08/2020,-7.44974E+17,0.001347047,1,723.3955 +5684,L76I; G200E; S220T; H255R; G284D,0.003409973,1.48398,26/08/2020,-7.44974E+17,0.001281716,1,744.0617 +5685,L76I; L176F,0.015110546,3.7308269,26/08/2020,-7.44974E+17,0.012415007,1,313.07013 +5686,L76I; M82I; Y186C; S220T,0.003687275,1.559415,26/08/2020,-7.44974E+17,0.001331181,1,751.2212 +5687,L76I; S160T; S220T,0.27771083,5.36001,26/08/2020,-7.44974E+17,0.300995188,1,15.665324 +5688,L76I; S220T; E262D,0.4842102,5.6255765,26/08/2020,-7.44974E+17,0.556463462,1,6.009467 +5689,L76I; T179I; E254V,0.012758299,3.503939,26/08/2020,-7.44974E+17,0.010459508,1,360.3677 +5690,L76I; V85G,0.00313099,1.318844,26/08/2020,-7.44974E+17,0.000988916,1,756.50684 +5691,L76K,0.00438999,2.0134616,26/08/2020,-7.44974E+17,0.003694411,4,524.8514 +5692,L76K; T245K,0.003530169,1.504467,26/08/2020,-7.44974E+17,0.001296157,1,720.538 +5693,L76P,0.003785474,1.6341485,26/08/2020,-7.44974E+17,0.001642206,1,712.74304 +5694,L76P; M82K; L214H; L272Q,0.007590941,2.7264006,26/08/2020,-7.44974E+17,0.005454616,1,507.5093 +5695,L76P; P133H; S220T,0.002777387,1.1855599,26/08/2020,-7.44974E+17,0.000721396,1,773.40967 +5696,L76P; S220T,0.003068701,1.2786323,26/08/2020,-7.44974E+17,0.000925375,1,769.7027 +5697,L76Q,0.012068598,1.948013,26/08/2020,-7.44974E+17,0.011428586,6,175.01523 +5698,L76R,0.002335577,1.475715,26/08/2020,-7.44974E+17,0.001176596,2,873.56775 +5699,L76R; D139G,0.001906294,1.2129997,26/08/2020,-7.44974E+17,0.000811171,2,933.2683 +5700,L76R; E84G; Q107R; S220T,0.002553355,1.4534732,26/08/2020,-7.44974E+17,0.001289398,2,817.073 +5701,L76R; G87D; E108V; S220T; D287H; S292T,0.002612051,1.053156,26/08/2020,-7.44974E+17,0.000579483,1,804.98737 +5702,L76R; R148P; D163E; N190S; A197P,0.005458718,2.2450051,26/08/2020,-7.44974E+17,0.003016598,1,616.9881 +5703,L76R; S220T,0.002483478,1.005712,26/08/2020,-7.44974E+17,0.000483058,1,789.0792 +5704,L76R; T188I; S220T,0.002631606,1.0289732,26/08/2020,-7.44974E+17,0.000508737,1,799.6692 +5705,L76S,0.008853325,1.4596835,26/08/2020,-7.44974E+17,0.008083772,4,198.58557 +5706,L76S; V85I,0.02099164,5.0726547,26/08/2020,-7.44974E+17,0.020153744,2,262.2015 +5707,L76T,0.05382446,5.469694,26/08/2020,-7.44974E+17,0.051877552,3,102.29227 +5708,L76V,0.0565228,5.780947,26/08/2020,-7.44974E+17,0.05591381,2,105.53855 +5709,L76W,0.001942836,2.0617256,26/08/2020,-7.44974E+17,0.001482685,6,1155.5062 +5710,L76Y,0.002184251,1.3276676,26/08/2020,-7.44974E+17,0.001019536,2,866.0803 +5711,L93A,0.018269615,3.929368,26/08/2020,-7.44974E+17,0.01540867,1,276.68347 +5712,L93C,0.03903977,4.6590734,26/08/2020,-7.44974E+17,0.037737536,2,128.67268 +5713,L93D,0.001019728,0.79311126,26/08/2020,-7.44974E+17,0.000557923,5,1006.0032 +5714,L93E,0.00705881,2.6155567,26/08/2020,-7.44974E+17,0.004756206,1,535.3832 +5715,L93F,0.03970085,4.7143664,26/08/2020,-7.44974E+17,0.037973157,2,127.89956 +5716,L93F; R148H; L227P; L246P,0.004140162,1.7976831,26/08/2020,-7.44974E+17,0.002058712,1,689.7732 +5717,L93F; R148P; S220T; H230Y,0.29090494,5.485084,26/08/2020,-7.44974E+17,0.312025101,1,14.637052 +5718,L93F; R96H; I128V; S220T; M273T; F297Y,0.002549361,1.0160357,26/08/2020,-7.44974E+17,0.000470124,1,759.3938 +5719,L93G,0.002998579,2.3608923,26/08/2020,-7.44974E+17,0.002203515,3,917.9762 +5720,L93H,0.002805657,1.7002531,26/08/2020,-7.44974E+17,0.001667613,2,804.1246 +5721,L93H; E153D; H183L; S220T; R279G,0.003057997,1.1949058,26/08/2020,-7.44974E+17,0.000710229,1,762.836 +5722,L93H; F142I; S220T,0.025368638,4.2421303,26/08/2020,-7.44974E+17,0.022935301,1,211.35266 +5723,L93H; L182P; A197V; G200V; A213P; S220T,0.002566481,1.0701061,26/08/2020,-7.44974E+17,0.000567045,1,794.5648 +5724,L93H; M129K; F166S; S220T,0.003361642,1.4659101,26/08/2020,-7.44974E+17,0.001272851,1,734.16626 +5725,L93H; N100Y; A116T; M185K; S220T,0.00300225,1.2228926,26/08/2020,-7.44974E+17,0.000871089,1,761.5724 +5726,L93H; N178I; G203C; A228E; Y294C,0.003835103,1.5697726,26/08/2020,-7.44974E+17,0.001343689,1,713.7347 +5727,L93H; S220T,0.003506067,1.5477246,26/08/2020,-7.44974E+17,0.001376924,1,729.3792 +5728,L93H; S220T; H288Q; K298M,0.002461235,0.9788763,26/08/2020,-7.44974E+17,0.000412925,1,806.7865 +5729,L93H; V150L; S220T; L243M,0.003461701,1.524335,26/08/2020,-7.44974E+17,0.001312675,1,747.4314 +5730,L93H; V97D; D163G,0.002179303,0.83411247,26/08/2020,-7.44974E+17,0.000292889,1,780.07733 +5731,L93I,0.062440656,4.8862906,26/08/2020,-7.44974E+17,0.059806191,1,89.869316 +5732,L93I; A213V; S220T,0.01381423,3.643684,26/08/2020,-7.44974E+17,0.010415299,1,349.41687 +5733,L93I; N100R,0.016086256,0.7328035,26/08/2020,-7.44974E+17,0.015694376,4,61.087128 +5734,L93I; P106Q; I128T; R137H; M185L; S220T; V281A,0.002815546,1.1740851,26/08/2020,-7.44974E+17,0.000700418,1,789.8854 +5735,L93I; V97I,0.012620545,3.4936666,26/08/2020,-7.44974E+17,0.010184905,1,362.7079 +5736,L93K,0.00133129,0.8384812,26/08/2020,-7.44974E+17,0.000605932,3,917.9703 +5737,L93M,0.055800613,4.8423305,26/08/2020,-7.44974E+17,0.053510214,1,100.06044 +5738,L93N,0.001475572,1.1607615,26/08/2020,-7.44974E+17,0.000676853,3,1057.9729 +5739,L93P,0.007125379,0.9709692,26/08/2020,-7.44974E+17,0.006569191,4,175.42236 +5740,L93P; A210P; A229V,0.002320646,0.9118105,26/08/2020,-7.44974E+17,0.000402202,1,807.3722 +5741,L93P; A213T,0.005321408,2.156668,26/08/2020,-7.44974E+17,0.002878617,1,615.04767 +5742,L93P; D95V; A112D; H154L; L161R,0.002948688,1.2140498,26/08/2020,-7.44974E+17,0.00085566,1,762.69867 +5743,L93P; L193H; S220T; A277T,0.003529391,1.5130608,26/08/2020,-7.44974E+17,0.001341496,1,716.49286 +5744,L93P; N102Y; S225A,0.002980191,1.3201436,26/08/2020,-7.44974E+17,0.000934797,1,728.2527 +5745,L93P; T157I,0.003368462,1.4226824,26/08/2020,-7.44974E+17,0.001112035,1,711.90295 +5746,L93P; W115R; S145T; L158H,0.00258885,1.0926952,26/08/2020,-7.44974E+17,0.000643209,1,820.3371 +5747,L93Q,0.017489752,3.8765972,26/08/2020,-7.44974E+17,0.01510486,1,284.68512 +5748,L93R,0.001921077,1.2385103,26/08/2020,-7.44974E+17,0.000848946,2,920.2367 +5749,L93R; R148P; Y177F; S220T; H230Y,0.004565918,1.9259522,26/08/2020,-7.44974E+17,0.002397224,1,644.83734 +5750,L93T,0.009513796,4.268296,26/08/2020,-7.44974E+17,0.00865666,3,484.24194 +5751,L93V; D118N; S145P; S220T; M248T; A252V,0.006233912,2.4122176,26/08/2020,-7.44974E+17,0.003842461,1,569.8023 +5752,L93V; L124H; L182Q; S201T; E278D,0.002202002,0.7259299,26/08/2020,-7.44974E+17,0.000177099,1,751.0389 +5753,L93W,0.00561623,3.5694168,26/08/2020,-7.44974E+17,0.004846768,3,706.9721 +5754,L93Y,0.03048163,1.6229192,26/08/2020,-7.44974E+17,0.029475038,3,63.523426 +5755,L98A,0.01316298,2.355638,26/08/2020,-7.44974E+17,0.01307284,9,186.16083 +5756,L98C,0.039205942,0.92649025,26/08/2020,-7.44974E+17,0.037777582,4,29.588366 +5757,L98D,0.002205733,1.6197113,26/08/2020,-7.44974E+17,0.001706591,5,835.2894 +5758,L98E,0.002360055,0.95569086,26/08/2020,-7.44974E+17,0.000440922,1,785.7168 +5759,L98F,0.11987156,1.3459519,26/08/2020,-7.44974E+17,0.123603696,2,13.108293 +5760,L98G,0.012481459,0.67907524,26/08/2020,-7.44974E+17,0.011619294,4,75.821495 +5761,L98H,0.003941366,0.76034284,26/08/2020,-7.44974E+17,0.003546094,7,232.69394 +5762,L98I,0.09612255,0.6632988,26/08/2020,-7.44974E+17,0.100520585,7,7.482032 +5763,L98K,0.003221676,0.85216284,26/08/2020,-7.44974E+17,0.002827161,7,316.3504 +5764,L98K; R258H,0.003677931,2.0641997,26/08/2020,-7.44974E+17,0.002535244,2,706.99774 +5765,L98M,0.07300954,0.5684311,26/08/2020,-7.44974E+17,0.074220516,11,8.265251 +5766,L98M; H183R; S220T; H230Y; Q263R,0.004973693,2.0577388,26/08/2020,-7.44974E+17,0.002631313,1,637.76 +5767,L98M; M129L; S220T; H230Y,0.5748589,5.550418,26/08/2020,-7.44974E+17,0.699862949,1,3.8759265 +5768,L98M; M185T,0.007266628,2.7148647,26/08/2020,-7.44974E+17,0.005298014,1,516.4577 +5769,L98M; Q107K; S220T,0.41620567,5.428085,26/08/2020,-7.44974E+17,0.473938402,1,8.04925 +5770,L98M; R122H; R137C; T157P; W216S; P219S; S220I,0.003373255,1.4221517,26/08/2020,-7.44974E+17,0.001135433,1,732.97406 +5771,L98M; S220T; K298R,0.101559415,5.107882,26/08/2020,-7.44974E+17,0.10232872,1,53.504055 +5772,L98N,0.001487607,1.8001629,26/08/2020,-7.44974E+17,0.001252148,9,1294.7069 +5773,L98P,0.001960705,1.5022544,26/08/2020,-7.44974E+17,0.001179901,3,957.5821 +5774,L98P; G136C; H230L,0.002550511,1.0045403,26/08/2020,-7.44974E+17,0.000471644,1,796.0412 +5775,L98P; G168R; S220T,0.00255157,0.9971951,26/08/2020,-7.44974E+17,0.00044085,1,795.2254 +5776,L98P; G241D,0.007122963,0.8899634,26/08/2020,-7.44974E+17,0.006490258,2,188.78828 +5777,L98P; N102D; G203C; S220T,0.00291576,1.2487062,26/08/2020,-7.44974E+17,0.00085538,1,789.90796 +5778,L98P; P131A; F142Y; E208K; E295D,0.001804269,0.56184053,26/08/2020,-7.44974E+17,7.60E-05,1,757.65924 +5779,L98P; S220T; A260E,0.026921911,4.4426956,26/08/2020,-7.44974E+17,0.023680897,1,204.4393 +5780,L98P; S225P,0.003230714,1.4344126,26/08/2020,-7.44974E+17,0.001280649,1,751.81506 +5781,L98P; T157A; K236R,0.003395219,1.4529768,26/08/2020,-7.44974E+17,0.00121714,1,745.69336 +5782,L98P; T157S; S220T; P240Q,0.00341204,1.477642,26/08/2020,-7.44974E+17,0.001180218,1,755.37445 +5783,L98Q,0.001559185,0.89495504,26/08/2020,-7.44974E+17,0.000784097,3,829.55414 +5784,L98Q; D152V; A218T; V250A; D287V,0.002248694,0.85601234,26/08/2020,-7.44974E+17,0.000330125,1,803.727 +5785,L98Q; E108D; M129K; P133H; S220T; Y294C,0.003222849,1.3753691,26/08/2020,-7.44974E+17,0.00110351,1,738.1749 +5786,L98Q; G104D; Y177N; S220T; P240L,0.002574344,1.0802984,26/08/2020,-7.44974E+17,0.000638991,1,750.66614 +5787,L98Q; G136C; L143M; R148P; S220T; H230Y,0.003363439,1.4876705,26/08/2020,-7.44974E+17,0.001250814,1,758.0074 +5788,L98Q; L101P; L161P,0.002897818,1.278936,26/08/2020,-7.44974E+17,0.000929483,1,742.826 +5789,L98Q; L101Q; D118E; R155C; M291R; P300S,0.002759873,1.1278816,26/08/2020,-7.44974E+17,0.000650127,1,800.33344 +5790,L98Q; L134Q; K298E,0.003740696,1.6016504,26/08/2020,-7.44974E+17,0.001466947,1,731.0864 +5791,L98Q; L161P; S220T; N249S,0.003323351,1.473023,26/08/2020,-7.44974E+17,0.001305949,1,743.17065 +5792,L98Q; L173R; M248V; H255Q,0.005566481,2.2285378,26/08/2020,-7.44974E+17,0.003468114,1,582.85583 +5793,L98Q; N102D; S225P,0.003060586,1.2677703,26/08/2020,-7.44974E+17,0.000917191,1,738.083 +5794,L98Q; P106A; S220T,0.003278335,1.4312564,26/08/2020,-7.44974E+17,0.001118468,1,766.2686 +5795,L98Q; P131S; V141E; T179S; M248I,0.004503106,1.8762608,26/08/2020,-7.44974E+17,0.002145069,1,651.1112 +5796,L98Q; P138Q; S220T; S267A; L269M; N289D,0.002955589,1.3231714,26/08/2020,-7.44974E+17,0.000938228,1,821.662 +5797,L98Q; Q107H; S220T; E275G,0.002274633,0.8711262,26/08/2020,-7.44974E+17,0.000329718,1,802.5012 +5798,L98Q; R110H; W216R; S220T; L234P; P240Q,0.003319159,1.3960668,26/08/2020,-7.44974E+17,0.001102551,1,734.92236 +5799,L98Q; S220T; V232A; P240L,0.00344428,1.4188601,26/08/2020,-7.44974E+17,0.001073786,1,746.72943 +5800,L98Q; T207S; S220T,0.003752318,1.6460539,26/08/2020,-7.44974E+17,0.00156155,1,729.04193 +5801,L98Q; V150E; H154Y; A180T; Y186N; S220T; S267T,0.005042174,2.0463917,26/08/2020,-7.44974E+17,0.002756244,1,649.7499 +5802,L98Q; V150E; S220T,0.003133889,1.284665,26/08/2020,-7.44974E+17,0.000843928,1,765.3896 +5803,L98Q; V204A; S220T; S301I,0.002180678,0.7971512,26/08/2020,-7.44974E+17,0.000233516,1,776.46466 +5804,L98Q; W115R; I212T; S220T,0.002855074,1.1942973,26/08/2020,-7.44974E+17,0.000738994,1,759.00146 +5805,L98Q; W216C; K236N,0.002837706,1.1622449,26/08/2020,-7.44974E+17,0.000699276,1,777.1564 +5806,L98R,0.008713232,0.52934414,26/08/2020,-7.44974E+17,0.008504248,10,73.576645 +5807,L98R; W115L,0.002107317,0.73148215,26/08/2020,-7.44974E+17,0.000179597,1,787.5102 +5808,L98S,0.002332312,2.6343393,26/08/2020,-7.44974E+17,0.001887557,6,1217.8208 +5809,L98T,0.0250459,2.733522,26/08/2020,-7.44974E+17,0.02414865,4,118.98187 +5810,L98T; G104D,0.002961768,1.2341696,26/08/2020,-7.44974E+17,0.000842923,1,763.4332 +5811,L98V,0.063904114,0.9412589,26/08/2020,-7.44974E+17,0.065800138,3,18.667906 +5812,L98W,0.004333688,1.3738843,26/08/2020,-7.44974E+17,0.003872621,6,360.33945 +5813,L98Y,0.005487305,1.071753,26/08/2020,-7.44974E+17,0.005098313,5,236.87215 +5814,M129A,0.036061082,2.8579452,26/08/2020,-7.44974E+17,0.034817061,3,86.65808 +5815,M129A; V135L,0.005243137,2.170688,26/08/2020,-7.44974E+17,0.002792926,1,626.4706 +5816,M129C,0.0886312,4.9903584,26/08/2020,-7.44974E+17,0.08904437,3,54.7263 +5817,M129D,0.001519084,1.0663017,26/08/2020,-7.44974E+17,0.000929113,4,905.94086 +5818,M129E,0.00807306,2.5216112,26/08/2020,-7.44974E+17,0.006694319,2,379.13318 +5819,M129F,0.01066573,2.8151112,26/08/2020,-7.44974E+17,0.009889371,3,296.75284 +5820,M129G,0.017666332,5.1693144,26/08/2020,-7.44974E+17,0.016916043,6,298.03217 +5821,M129H,0.001119677,1.4697562,26/08/2020,-7.44974E+17,0.000729686,6,1496.7632 +5822,M129I,0.13541186,3.1463592,26/08/2020,-7.44974E+17,0.136050721,3,22.19194 +5823,M129I; A140T; Y144N; A149V; P270T,0.002133034,0.7748483,26/08/2020,-7.44974E+17,0.000217565,1,813.63214 +5824,M129I; D152G,0.008321363,2.9326897,26/08/2020,-7.44974E+17,0.005812162,1,480.66 +5825,M129I; D163E,0.021457696,4.162196,26/08/2020,-7.44974E+17,0.018498567,1,244.42284 +5826,M129I; E268R,0.008256369,2.881566,26/08/2020,-7.44974E+17,0.005730358,1,481.87662 +5827,M129I; F297S,0.001870776,0.6348862,26/08/2020,-7.44974E+17,0.000121,1,784.64545 +5828,M129I; G136C; P164Q; A197S; W216C; S220T; E254D,0.003177349,1.399924,26/08/2020,-7.44974E+17,0.001107488,1,754.3371 +5829,M129I; H230R,0.020789405,4.1361704,26/08/2020,-7.44974E+17,0.017853764,1,252.692 +5830,M129I; L198Q,0.004105825,1.6978011,26/08/2020,-7.44974E+17,0.001806247,1,682.45215 +5831,M129I; S205N; S220T; A229V; Q263H,0.002398223,0.93443066,26/08/2020,-7.44974E+17,0.000397384,1,791.576 +5832,M129I; S220T,0.17920472,5.167042,26/08/2020,-7.44974E+17,0.187258664,1,27.689016 +5833,M129I; S220T; S226F,0.025284547,4.232346,26/08/2020,-7.44974E+17,0.022884258,1,206.56656 +5834,M129K,0.001160377,0.9068464,26/08/2020,-7.44974E+17,0.000419742,3,1088.6299 +5835,M129K; A159S; V250L,0.002963545,1.2117869,26/08/2020,-7.44974E+17,0.000729269,1,759.69073 +5836,M129K; D139G; E262V; Y290N,0.002905626,1.2518982,26/08/2020,-7.44974E+17,0.000797686,1,796.0413 +5837,M129K; L173P; S201Y; S220T; A260S,0.003485904,1.5074658,26/08/2020,-7.44974E+17,0.001311757,1,724.7258 +5838,M129K; N251K; V276I,0.003537244,1.5323871,26/08/2020,-7.44974E+17,0.001368118,1,740.92194 +5839,M129K; S220T; L269S; Y290F,0.004809466,1.9840649,26/08/2020,-7.44974E+17,0.002339508,1,646.9875 +5840,M129K; S220T; T242I,0.003245774,1.4007705,26/08/2020,-7.44974E+17,0.001083598,1,770.45575 +5841,M129K; W216R; M273V,0.003746479,1.5824544,26/08/2020,-7.44974E+17,0.001366336,1,739.15607 +5842,M129L,0.244608,0.522616,26/08/2020,-7.44974E+17,0.26795806,10,1.7919257 +5843,M129L; A156E; A159G,0.5596352,6.676499,26/08/2020,-7.44974E+17,0.57009203,13,5.2328587 +5844,M129L; A156K; Y177W,0.38572207,3.3053625,26/08/2020,-7.44974E+17,0.383298508,16,5.3050756 +5845,M129L; A156N; A228V,0.17362082,4.252481,26/08/2020,-7.44974E+17,0.173685937,15,20.5008 +5846,M129L; A156N; A296I,0.66268885,17.854124,26/08/2020,-7.44974E+17,0.667302011,32,9.068974 +5847,M129L; A156Q; A228V,0.12967257,5.7498164,26/08/2020,-7.44974E+17,0.129696125,17,38.982094 +5848,M129L; A156Q; A296I,0.741194,16.501513,26/08/2020,-7.44974E+17,0.756660508,11,5.690755 +5849,M129L; A156Q; S160D,0.6294832,7.7433968,26/08/2020,-7.44974E+17,0.638107576,24,4.5366573 +5850,M129L; A156Q; V250A,0.3015502,2.822642,26/08/2020,-7.44974E+17,0.29999444,11,6.67097 +5851,M129L; A156Q; W216R,0.23291345,2.9766421,26/08/2020,-7.44974E+17,0.231793618,25,9.906645 +5852,M129L; A156S; Y177W,0.57930994,6.9578633,26/08/2020,-7.44974E+17,0.587690558,21,5.0424795 +5853,M129L; A156T; V175K,0.6585566,10.507336,26/08/2020,-7.44974E+17,0.670027243,12,5.407067 +5854,M129L; A174T; A187T; T207I; E254K; E275G,0.003306242,1.3915112,26/08/2020,-7.44974E+17,0.001149916,1,727.33795 +5855,M129L; F217Y,0.23475963,4.5905185,26/08/2020,-7.44974E+17,0.234477139,21,15.07954 +5856,M129L; F217Y; N289S,0.33333236,4.5527973,26/08/2020,-7.44974E+17,0.330657939,20,9.158087 +5857,M129L; F217Y; T242A,0.1770353,3.8975508,26/08/2020,-7.44974E+17,0.176401901,16,18.391273 +5858,M129L; L189M,0.25346735,3.324545,26/08/2020,-7.44974E+17,0.25704759,30,9.865086 +5859,M129L; L189M; N289S,0.25329545,2.416587,26/08/2020,-7.44974E+17,0.254861841,19,7.2440467 +5860,M129L; L189M; W216R,0.111162506,1.50935,26/08/2020,-7.44974E+17,0.106691505,16,12.587545 +5861,M129L; N289S,0.499751,6.5528784,26/08/2020,-7.44974E+17,0.502308549,18,6.5560956 +5862,M129L; S220T; G237C; M248I; H266Y,0.003924672,1.7005706,26/08/2020,-7.44974E+17,0.001696135,1,719.85315 +5863,M129L; S220T; V265E,0.003083792,1.2800207,26/08/2020,-7.44974E+17,0.000922489,1,758.4032 +5864,M129L; T242A,0.3811071,3.0335631,26/08/2020,-7.44974E+17,0.379496919,33,4.946114 +5865,M129L; T242A; N289S,0.38035926,3.0286894,26/08/2020,-7.44974E+17,0.37652363,32,4.9569187 +5866,M129L; V175K,0.7012933,11.606162,26/08/2020,-7.44974E+17,0.708847131,24,4.914764 +5867,M129L; V175K; A259T,0.7770628,17.2114,26/08/2020,-7.44974E+17,0.787398903,17,4.8865128 +5868,M129L; V175K; N289S,0.5799025,7.732261,26/08/2020,-7.44974E+17,0.615277131,3,5.5054 +5869,M129L; V175K; T242A,0.62501246,6.1910734,26/08/2020,-7.44974E+17,0.63443943,22,3.6924236 +5870,M129L; V175K; W216R,0.57041407,9.837874,26/08/2020,-7.44974E+17,0.572127025,21,7.3910027 +5871,M129L; W216R,0.27096194,6.397213,26/08/2020,-7.44974E+17,0.27533184,12,17.391392 +5872,M129L; W216R; F217Y,0.06954863,2.0144432,26/08/2020,-7.44974E+17,0.067675852,13,28.166834 +5873,M129L; W216R; N289S,0.24982323,5.0627427,26/08/2020,-7.44974E+17,0.250108894,18,15.337433 +5874,M129L; W216R; T242A,0.12309082,3.0618753,26/08/2020,-7.44974E+17,0.122614992,8,22.68175 +5875,M129L; Y177W; A228V,0.20011602,3.3908496,26/08/2020,-7.44974E+17,0.203291463,17,13.757966 +5876,M129L; Y177W; N289S,0.6327855,6.08726,26/08/2020,-7.44974E+17,0.65006494,11,3.4911017 +5877,M129N,0.002199299,1.6764338,26/08/2020,-7.44974E+17,0.001351673,3,939.2903 +5878,M129P,0.12740622,5.8485665,26/08/2020,-7.44974E+17,0.128591171,6,41.365173 +5879,M129Q,0.007502968,5.2833867,26/08/2020,-7.44974E+17,0.007216472,10,715.0317 +5880,M129R,0.007036295,0.67101336,26/08/2020,-7.44974E+17,0.006558271,4,132.37056 +5881,M129S,0.021860408,2.8368878,26/08/2020,-7.44974E+17,0.020145287,2,151.5088 +5882,M129T,0.081261404,5.5032296,26/08/2020,-7.44974E+17,0.079554088,2,68.03589 +5883,M129T; H154D; F217Y; L269M; Q283H; G286E; D287V,0.008917701,3.8016338,26/08/2020,-7.44974E+17,0.007526007,2,489.17844 +5884,M129T; L167P; S201P; S220T; A280V; E295K; Q299H,0.004027572,1.7746854,26/08/2020,-7.44974E+17,0.001869633,1,708.1579 +5885,M129T; R148P; S220T; H230Y,0.49565798,5.6109214,26/08/2020,-7.44974E+17,0.577417158,1,5.7577267 +5886,M129T; V204G; R258H,0.009621835,3.0932071,26/08/2020,-7.44974E+17,0.007064911,1,433.46417 +5887,M129T; V204L; S220T; R274C; M291I,0.003301033,1.420618,26/08/2020,-7.44974E+17,0.001128086,1,740.5172 +5888,M129V,0.06970122,7.120482,26/08/2020,-7.44974E+17,0.069188997,6,97.56748 +5889,M129V; A187E; R274H; H285Q,0.002563913,0.90353674,26/08/2020,-7.44974E+17,0.000373683,1,755.95746 +5890,M129V; A218T; H285R,0.002758178,1.1789708,26/08/2020,-7.44974E+17,0.000763226,1,806.701 +5891,M129V; N178K; G203S; E262D,0.002125901,0.769986,26/08/2020,-7.44974E+17,0.000239005,1,781.37604 +5892,M129V; S220T,0.1979067,5.477322,26/08/2020,-7.44974E+17,0.200843813,1,25.680813 +5893,M129V; V130E; S220T,0.002907016,1.1661755,26/08/2020,-7.44974E+17,0.000743264,1,790.92224 +5894,M129W,0.002290295,1.4808004,26/08/2020,-7.44974E+17,0.001170798,2,888.0333 +5895,M129Y,0.004569622,1.0415975,26/08/2020,-7.44974E+17,0.004067258,4,294.44803 +5896,M184A,0.00922783,3.7974763,26/08/2020,-7.44974E+17,0.008143937,2,469.708 +5897,M184C,0.035580438,7.873287,26/08/2020,-7.44974E+17,0.035607183,4,221.74934 +5898,M184E,0.00304321,1.2843369,26/08/2020,-7.44974E+17,0.000823968,1,760.0941 +5899,M184F,0.29121554,1.2310265,26/08/2020,-7.44974E+17,0.289386349,8,3.154844 +5900,M184G,0.005941866,3.411229,26/08/2020,-7.44974E+17,0.004968307,3,640.7592 +5901,M184H,0.02511278,4.3101115,26/08/2020,-7.44974E+17,0.022653031,1,214.68607 +5902,M184I,0.10987368,5.4217234,26/08/2020,-7.44974E+17,0.110290411,2,47.54134 +5903,M184I; G191E; A277T,0.003033622,1.333757,26/08/2020,-7.44974E+17,0.000996445,1,756.27356 +5904,M184I; S220T,0.25833535,1.7063069,26/08/2020,-7.44974E+17,0.269189687,3,5.481874 +5905,M184I; T188N,0.09360939,5.057609,26/08/2020,-7.44974E+17,0.092998196,1,58.905136 +5906,M184I; V232A,0.0846127,4.978042,26/08/2020,-7.44974E+17,0.082929612,1,65.46836 +5907,M184K,0.003834216,1.6599015,26/08/2020,-7.44974E+17,0.001543988,1,727.9028 +5908,M184K; M185V; S220T,0.002754179,1.0680442,26/08/2020,-7.44974E+17,0.000553991,1,765.8879 +5909,M184K; S220T; A260S,0.006362341,2.4309807,26/08/2020,-7.44974E+17,0.003734073,1,559.89484 +5910,M184K; S220T; N238K,0.00347824,1.4271194,26/08/2020,-7.44974E+17,0.001058651,1,760.46454 +5911,M184K; S220T; V221M; R258H,0.002631225,1.0394986,26/08/2020,-7.44974E+17,0.000499474,1,791.8554 +5912,M184K; T188A,0.003735725,1.5953966,26/08/2020,-7.44974E+17,0.001538241,1,716.77313 +5913,M184K; V281D,0.002848074,1.194278,26/08/2020,-7.44974E+17,0.000736697,1,781.9039 +5914,M184L,0.08041574,4.9713635,26/08/2020,-7.44974E+17,0.077649135,1,68.67615 +5915,M184L; L227M,0.10389843,5.0571437,26/08/2020,-7.44974E+17,0.105176346,1,51.138695 +5916,M184L; N249I; L272Q; Q283R,0.002681305,1.1398968,26/08/2020,-7.44974E+17,0.000690306,1,753.27295 +5917,M184L; S220T; H230Y,0.6990512,5.832568,26/08/2020,-7.44974E+17,0.84594069,1,2.1479108 +5918,M184N,0.006472453,2.8163693,26/08/2020,-7.44974E+17,0.005124228,2,526.0025 +5919,M184N; G191V,0.0026093,0.9920293,26/08/2020,-7.44974E+17,0.000463455,1,817.94196 +5920,M184P,0.00275641,1.137602,26/08/2020,-7.44974E+17,0.000652974,1,780.2569 +5921,M184Q,0.058015082,5.4857454,26/08/2020,-7.44974E+17,0.05513247,2,98.074974 +5922,M184R,0.003827181,0.96580964,26/08/2020,-7.44974E+17,0.003134905,4,330.74393 +5923,M184R; L253Q,0.003728191,1.5737983,26/08/2020,-7.44974E+17,0.001485565,1,722.6757 +5924,M184T,0.008826875,3.079606,26/08/2020,-7.44974E+17,0.007705092,2,413.15555 +5925,M184T; E208G; K236E; M248V,0.002147257,0.7878952,26/08/2020,-7.44974E+17,0.000210077,1,794.355 +5926,M184T; E278G,0.003258079,1.4350498,26/08/2020,-7.44974E+17,0.001194138,1,741.0103 +5927,M184T; M185K; S220T; G241C,0.003357949,1.4892918,26/08/2020,-7.44974E+17,0.001275784,1,713.13837 +5928,M184T; V204A; S220T,0.003965322,1.6825604,26/08/2020,-7.44974E+17,0.001881245,1,672.8966 +5929,M184V,0.074189685,4.97048,26/08/2020,-7.44974E+17,0.07068374,1,74.999565 +5930,M184W,0.08660098,4.1627035,26/08/2020,-7.44974E+17,0.084234201,2,49.63538 +5931,M185C,0.01755564,5.621391,26/08/2020,-7.44974E+17,0.016864736,4,331.93515 +5932,M185D,0.011801747,3.350214,26/08/2020,-7.44974E+17,0.009438248,1,374.62836 +5933,M185E,0.006825567,3.740858,26/08/2020,-7.44974E+17,0.005889063,3,599.75305 +5934,M185F,0.047098644,5.481433,26/08/2020,-7.44974E+17,0.046103426,2,122.20767 +5935,M185G,0.01878363,3.9669187,26/08/2020,-7.44974E+17,0.015909226,1,267.60376 +5936,M185H,0.18548365,5.3673124,26/08/2020,-7.44974E+17,0.181333934,1,27.268917 +5937,M185I,0.022180563,4.702011,26/08/2020,-7.44974E+17,0.020247537,2,233.47409 +5938,M185I; S220T; Q299R,0.011021446,3.2505043,26/08/2020,-7.44974E+17,0.008515724,1,399.54785 +5939,M185K; A187V; S220T; T242A; N249S,0.002637678,1.0609446,26/08/2020,-7.44974E+17,0.000610358,1,771.9191 +5940,M185K; A202V; S220T; L253M,0.00645147,2.4551017,26/08/2020,-7.44974E+17,0.004114773,1,572.7526 +5941,M185L,0.13930102,6.2986555,26/08/2020,-7.44974E+17,0.144526305,2,41.78549 +5942,M185L; S220T,0.6138552,3.7807803,26/08/2020,-7.44974E+17,0.655371722,3,2.2828734 +5943,M185N; G191R,0.002886735,1.2636015,26/08/2020,-7.44974E+17,0.00083912,1,781.8616 +5944,M185P,0.001496648,0.84109414,26/08/2020,-7.44974E+17,0.000374058,2,912.95404 +5945,M185Q,0.04939232,4.718029,26/08/2020,-7.44974E+17,0.047028552,1,110.67975 +5946,M185S,0.019342978,3.7454574,26/08/2020,-7.44974E+17,0.018345875,4,205.85406 +5947,M185T; D233E; G241D; R279H; H285L,0.002017433,0.6693534,26/08/2020,-7.44974E+17,0.000126048,1,757.23 +5948,M185T; L253V; V281A,0.002963909,1.6113155,26/08/2020,-7.44974E+17,0.001728722,2,735.8648 +5949,M185T; S220T,0.006035633,2.3856459,26/08/2020,-7.44974E+17,0.003850766,1,568.6614 +5950,M185T; Y192H; L222M; A229T,0.001990378,0.7701977,26/08/2020,-7.44974E+17,0.000219465,1,813.1976 +5951,M185V,0.016788367,4.6515355,26/08/2020,-7.44974E+17,0.015106667,2,308.0065 +5952,M185V; L243Q; Y290C,0.003000077,1.1996803,26/08/2020,-7.44974E+17,0.000746741,1,727.1988 +5953,M185V; N249Y,0.003478327,1.4645882,26/08/2020,-7.44974E+17,0.001118629,1,743.0749 +5954,M185V; S220T,0.040302407,4.559987,26/08/2020,-7.44974E+17,0.038759415,1,134.11862 +5955,M185V; S220T; H230Y,0.13375223,5.145514,26/08/2020,-7.44974E+17,0.13862395,1,39.94453 +5956,M185V; S220T; Q263H,0.003012803,1.328507,26/08/2020,-7.44974E+17,0.001003848,1,770.13055 +5957,M185W,0.02849461,4.341069,26/08/2020,-7.44974E+17,0.027464436,2,166.77216 +5958,M185Y,0.045721564,4.9116125,26/08/2020,-7.44974E+17,0.044549597,6,106.4924 +5959,M23A,0.007447605,3.5013068,26/08/2020,-7.44974E+17,0.006072911,2,549.34326 +5960,M23C,0.012402799,2.139829,26/08/2020,-7.44974E+17,0.011972902,7,183.72026 +5961,M23D,0.00224927,0.86695564,26/08/2020,-7.44974E+17,0.000305391,1,806.62744 +5962,M23E,0.00249422,2.3835957,26/08/2020,-7.44974E+17,0.001845059,4,1076.0824 +5963,M23F,0.003346968,1.4327664,26/08/2020,-7.44974E+17,0.001089539,1,747.6553 +5964,M23H,0.002310939,1.4569042,26/08/2020,-7.44974E+17,0.001163214,2,883.9327 +5965,M23I,0.015868098,1.205653,26/08/2020,-7.44974E+17,0.015618878,3,97.54813 +5966,M23I; A111V; T196S; S220T; G244C; V276D,0.003978256,1.7540783,26/08/2020,-7.44974E+17,0.001894705,1,717.8102 +5967,M23I; A149S; L272Q; G284C,0.003494546,1.4929905,26/08/2020,-7.44974E+17,0.001335988,1,707.6085 +5968,M23I; A187T; G203D,0.003175882,1.3160286,26/08/2020,-7.44974E+17,0.000943999,1,728.02936 +5969,M23I; C75R; R148L; V199E; Q283L; H288Q,0.002251683,0.79831344,26/08/2020,-7.44974E+17,0.000227968,1,808.727 +5970,M23I; C75S; P106Q; T179I,0.00524258,2.1264336,26/08/2020,-7.44974E+17,0.00285822,1,607.1348 +5971,M23I; E29K; V113E; L161P; S220T; L227P,0.014855492,3.6843536,26/08/2020,-7.44974E+17,0.012073911,1,324.19174 +5972,M23I; H36R; W41R; G203A; W216R; H230Q,0.003206792,1.3100934,26/08/2020,-7.44974E+17,0.000925596,1,745.3425 +5973,M23I; L51Q; V130E; T179I,0.010395917,3.1477416,26/08/2020,-7.44974E+17,0.007632033,1,419.4623 +5974,M23I; Q54H; G200E; M273V,0.002414036,0.93057775,26/08/2020,-7.44974E+17,0.000403386,1,778.3349 +5975,M23I; R148P; D170V; S220T; H230Y; R274G,0.003377389,1.3637832,26/08/2020,-7.44974E+17,0.001023032,1,740.40106 +5976,M23I; R148P; S220T; H230Y,0.14848754,5.0757875,26/08/2020,-7.44974E+17,0.158392318,1,33.86 +5977,M23I; R96H; W115C; A169T; M185T; L227M; N238I,0.003688712,1.5658752,26/08/2020,-7.44974E+17,0.001364172,1,742.1903 +5978,M23I; S301N,0.004295967,1.8151244,26/08/2020,-7.44974E+17,0.002180861,1,671.5241 +5979,M23I; T39S; M74K; M129I; S220T,0.003028054,1.237235,26/08/2020,-7.44974E+17,0.000811823,1,786.36237 +5980,M23I; T63S; N102S,0.033118393,4.5847554,26/08/2020,-7.44974E+17,0.030047702,1,168.34012 +5981,M23K,0.001392593,0.97945815,26/08/2020,-7.44974E+17,0.000581832,3,977.82355 +5982,M23K; A169E; S220T,0.003367913,1.441416,26/08/2020,-7.44974E+17,0.001224629,1,722.54626 +5983,M23K; A187T; N190Y,0.002539541,1.0173316,26/08/2020,-7.44974E+17,0.000500325,1,780.189 +5984,M23K; G120D; S220T; L227Q,0.003543227,1.5587347,26/08/2020,-7.44974E+17,0.00130581,1,736.0305 +5985,M23K; H183R; S220T,0.002921684,1.2043333,26/08/2020,-7.44974E+17,0.000792596,1,781.65857 +5986,M23K; K34N; P133S; V199E; S220T,0.004273871,1.8474882,26/08/2020,-7.44974E+17,0.002181587,1,694.3954 +5987,M23K; L101Q; P132L; S205G; S220T; N249I,0.005410811,2.1948824,26/08/2020,-7.44974E+17,0.003185512,1,609.19244 +5988,M23K; L32H,0.002675785,1.0744228,26/08/2020,-7.44974E+17,0.000593355,1,762.48975 +5989,M23K; L98P; G215V; F217Y; S220T; D235E,0.003220276,1.3485832,26/08/2020,-7.44974E+17,0.000978542,1,741.8041 +5990,M23K; M82V; S220T,0.002909772,1.2363745,26/08/2020,-7.44974E+17,0.000835256,1,757.013 +5991,M23K; N42K; E84G; S220T; F297L,0.00364244,1.5233343,26/08/2020,-7.44974E+17,0.001308658,1,722.196 +5992,M23K; P132A; L134Q; T196R; V204E; P219L; F297Y,0.001795608,0.5527563,26/08/2020,-7.44974E+17,7.25E-05,1,755.01886 +5993,M23K; P70L; P132Q; S220T; H230Y; E268G,0.005751288,2.2709646,26/08/2020,-7.44974E+17,0.003476389,1,584.0068 +5994,M23K; R148P; S220T; H230Y; N249I; E261Q,0.004577428,1.8362799,26/08/2020,-7.44974E+17,0.002067673,1,683.7761 +5995,M23K; S160P; K236I,0.006069437,2.357644,26/08/2020,-7.44974E+17,0.003906376,1,555.7667 +5996,M23K; S61P; V130A; S220T; V281D,0.002445686,0.97779393,26/08/2020,-7.44974E+17,0.000422986,1,782.1968 +5997,M23K; S69T; R96S; S103T; S220T; A231T; D287A; N289I,0.002503536,0.9688621,26/08/2020,-7.44974E+17,0.000406522,1,780.49023 +5998,M23K; V232I,0.002554013,1.020074,26/08/2020,-7.44974E+17,0.000515941,1,778.9038 +5999,M23K; Y144N; H230L,0.002177558,0.7196337,26/08/2020,-7.44974E+17,0.000173523,1,805.19745 +6000,M23L,0.005791721,3.6239016,26/08/2020,-7.44974E+17,0.004938281,3,689.48553 +6001,M23L; A53T; L98R; S220T,0.002541316,1.0543535,26/08/2020,-7.44974E+17,0.000524462,1,787.4805 +6002,M23L; E29V; S220T,0.002581068,0.9718062,26/08/2020,-7.44974E+17,0.000432245,1,767.70935 +6003,M23L; G146D; S220T; R247P,0.002856363,1.14586,26/08/2020,-7.44974E+17,0.000614502,1,802.39087 +6004,M23L; G24W; V130M; S220T,0.00298493,1.2089791,26/08/2020,-7.44974E+17,0.000793647,1,765.1832 +6005,M23L; H36Y; D64V; G126C,0.002625231,1.1099585,26/08/2020,-7.44974E+17,0.000716031,1,798.3313 +6006,M23L; I62T; S103L; D152G; P300L,0.002802109,1.1777129,26/08/2020,-7.44974E+17,0.000705619,1,781.9651 +6007,M23L; L119H; V130E; S220T; L246P; R274C,0.002263423,1.5106256,26/08/2020,-7.44974E+17,0.001187375,2,901.0465 +6008,M23L; L151R; S220T,0.003591802,1.4763426,26/08/2020,-7.44974E+17,0.001242508,1,727.7199 +6009,M23L; L27I,0.003730175,1.6214336,26/08/2020,-7.44974E+17,0.00146671,1,739.39136 +6010,M23L; L31M; I73V; F142Y; P171S; G191E; V221A; Y290F,0.002479278,0.9598087,26/08/2020,-7.44974E+17,0.00043308,1,788.2121 +6011,M23L; L93H; Y123N; Q194H; V281A,0.00241614,0.9423079,26/08/2020,-7.44974E+17,0.000372534,1,766.44116 +6012,M23L; M74I; T105S; S220T; A229T; H230L; Q263R,0.002695367,1.125722,26/08/2020,-7.44974E+17,0.000693844,1,763.36017 +6013,M23L; N102D; V276G,0.003851047,1.635639,26/08/2020,-7.44974E+17,0.001555014,1,699.5293 +6014,M23L; N78T; T121K; A180T; S205R; S220T,0.002826744,1.2368548,26/08/2020,-7.44974E+17,0.000806793,1,775.2212 +6015,M23L; R148Q; S220T; P300L,0.004365527,1.881122,26/08/2020,-7.44974E+17,0.002088883,1,698.1503 +6016,M23L; R43H; L76H; L246H; L253Q,0.002743305,1.0854505,26/08/2020,-7.44974E+17,0.000541739,1,817.5828 +6017,M23L; R47G; S220T; V281D,0.002816929,1.1444501,26/08/2020,-7.44974E+17,0.000638641,1,782.6524 +6018,M23L; S220T; G286E,0.007354695,2.6461146,26/08/2020,-7.44974E+17,0.005403146,1,496.16983 +6019,M23L; S220T; T245I,0.002401001,0.9308988,26/08/2020,-7.44974E+17,0.000378554,1,753.7744 +6020,M23L; T172R; S220T; L269M,0.003547345,1.4871868,26/08/2020,-7.44974E+17,0.001236615,1,735.64343 +6021,M23L; T38S; D125N; V265I,0.002379963,0.88354206,26/08/2020,-7.44974E+17,0.000319695,1,779.89307 +6022,M23N,0.001613314,0.96331704,26/08/2020,-7.44974E+17,0.000567729,2,934.2872 +6023,M23P,0.001746079,1.0708966,26/08/2020,-7.44974E+17,0.000622956,2,913.0993 +6024,M23Q,0.004023704,2.3375807,26/08/2020,-7.44974E+17,0.002924121,2,710.003 +6025,M23R,0.001263539,0.9553864,26/08/2020,-7.44974E+17,0.00049806,3,1045.3732 +6026,M23R; Q54R; Y294H,0.00470609,1.9728026,26/08/2020,-7.44974E+17,0.002444128,1,656.24365 +6027,M23S,0.002397358,1.936792,26/08/2020,-7.44974E+17,0.001598061,3,962.13995 +6028,M23S; E29K,0.003686296,1.602598,26/08/2020,-7.44974E+17,0.001468468,1,710.5515 +6029,M23T,0.003198775,1.3286321,26/08/2020,-7.44974E+17,0.001019627,1,727.9596 +6030,M23T; A53V; D147G; S220T; V265I,0.003495386,1.5508159,26/08/2020,-7.44974E+17,0.001407198,1,729.3431 +6031,M23T; A68T; V221A,0.003735862,1.5674297,26/08/2020,-7.44974E+17,0.001529996,1,699.4032 +6032,M23T; D64E; G87S; G120A; L173Q; G215C; K236R; A282T,0.002928086,1.2871879,26/08/2020,-7.44974E+17,0.000862975,1,814.8235 +6033,M23T; D95E; E108K; D118Y; S220T,0.003289037,1.3933696,26/08/2020,-7.44974E+17,0.001058897,1,770.15845 +6034,M23T; E91G; R148L; S220T; H230Y; M248K,0.6146584,5.7574716,26/08/2020,-7.44974E+17,0.732018121,1,3.3363574 +6035,M23T; G24E; I73N; S205I; S220T,0.002957507,1.2531624,26/08/2020,-7.44974E+17,0.000907166,1,782.3514 +6036,M23T; L27I; A56S; D118E; S220T,0.003585892,1.5605758,26/08/2020,-7.44974E+17,0.001462553,1,717.19885 +6037,M23T; Q263R,0.003305663,1.3433865,26/08/2020,-7.44974E+17,0.00088875,1,742.4528 +6038,M23T; R110L; S220T; K236R,0.004013948,1.7567921,26/08/2020,-7.44974E+17,0.001666397,1,706.95337 +6039,M23T; R122H; L193H; A231V; R258S,0.003064952,1.3115953,26/08/2020,-7.44974E+17,0.00099424,1,752.5222 +6040,M23T; R247P,0.002731739,1.1518695,26/08/2020,-7.44974E+17,0.000659096,1,801.7699 +6041,M23T; S220T,0.009667086,3.1095426,26/08/2020,-7.44974E+17,0.007790089,1,429.17053 +6042,M23T; S292Y,0.004733925,1.981364,26/08/2020,-7.44974E+17,0.00253307,1,641.8078 +6043,M23T; T39S; A197D; S205N; A218V; Q299E,0.004237192,1.8740537,26/08/2020,-7.44974E+17,0.00216855,1,683.78815 +6044,M23T; T81S; D95E; D170N; S220T; H255Q,0.006717241,2.549146,26/08/2020,-7.44974E+17,0.004371425,1,546.19763 +6045,M23T; V109E; Q194L,0.003344389,1.4854834,26/08/2020,-7.44974E+17,0.001296658,1,735.0212 +6046,M23T; Y79H; A229T; R274C; E278G,0.002696614,1.1062231,26/08/2020,-7.44974E+17,0.000637419,1,760.4899 +6047,M23V,0.005632894,2.8862538,26/08/2020,-7.44974E+17,0.004437451,2,613.30914 +6048,M23V; A33T; N100S; S220T; Q263H; A282T; V293D,0.003224694,1.3466043,26/08/2020,-7.44974E+17,0.000981984,1,746.3083 +6049,M23V; A65P; M184L; L246H; H288Y,0.003144504,1.327055,26/08/2020,-7.44974E+17,0.000905671,1,771.36475 +6050,M23V; A65T; A80S; T179S; A195V,0.003686315,1.5884459,26/08/2020,-7.44974E+17,0.001407101,1,727.864 +6051,M23V; E254D,0.005311654,2.2099867,26/08/2020,-7.44974E+17,0.003126031,1,619.86273 +6052,M23V; G191R; A206D; S220T,0.002007114,1.2764112,26/08/2020,-7.44974E+17,0.000869836,2,920.54895 +6053,M23V; I212T; L269M,0.006850945,2.5826683,26/08/2020,-7.44974E+17,0.004642646,1,530.8713 +6054,M23V; K236N; P270R,0.002456344,0.9870687,26/08/2020,-7.44974E+17,0.000410863,1,795.4271 +6055,M23V; L167P; S220T; H255Y,0.002861426,1.1698006,26/08/2020,-7.44974E+17,0.000720341,1,775.9783 +6056,M23V; L167R,0.002102619,0.6425203,26/08/2020,-7.44974E+17,0.000106404,1,735.59735 +6057,M23V; L214I; S220T; Y239C,0.002806679,1.1431926,26/08/2020,-7.44974E+17,0.000646698,1,774.4242 +6058,M23V; L58I; T63I; Y177N; S220T; E268G; S301R,0.002969548,1.2461342,26/08/2020,-7.44974E+17,0.000845293,1,772.88776 +6059,M23V; L98Q; R110H; M248T; P270L,0.004204484,1.7432588,26/08/2020,-7.44974E+17,0.001785332,1,682.63824 +6060,M23V; M82L; A112T; S117T; S220T,0.002680626,1.1429225,26/08/2020,-7.44974E+17,0.000699609,1,783.0619 +6061,M23V; N42D; L134M; M185V; S220T; L222P,0.003795651,1.6456174,26/08/2020,-7.44974E+17,0.00159849,1,719.9872 +6062,M23V; P70H; V130L; S220T,0.003846083,1.6382738,26/08/2020,-7.44974E+17,0.001542781,1,725.2473 +6063,M23V; Q107L; H230Y; E254A,0.004519277,1.8966528,26/08/2020,-7.44974E+17,0.002080959,1,664.2874 +6064,M23V; Q107L; P133L; R155H; N249Y; K298R,0.002553973,1.0240299,26/08/2020,-7.44974E+17,0.000532135,1,818.51996 +6065,M23V; R96C; G162R; S220T; N238D,0.003928951,1.6672679,26/08/2020,-7.44974E+17,0.00174072,1,701.92694 +6066,M23V; S220T,0.048020557,5.153529,26/08/2020,-7.44974E+17,0.047510984,2,113.12835 +6067,M23V; T81S; R94H,0.004146391,1.7952816,26/08/2020,-7.44974E+17,0.001918832,1,689.866 +6068,M23V; V30M; N178Y; P302S,0.00314609,1.4064974,26/08/2020,-7.44974E+17,0.001144875,1,737.0004 +6069,M23W,0.003611357,1.5212632,26/08/2020,-7.44974E+17,0.001385535,1,736.47296 +6070,M248C,0.003011896,1.8127099,26/08/2020,-7.44974E+17,0.001808061,2,795.20123 +6071,M248E,0.001389228,0.93873453,26/08/2020,-7.44974E+17,0.000642048,3,929.38525 +6072,M248F,0.001195643,0.86813694,26/08/2020,-7.44974E+17,0.000413784,3,1055.6371 +6073,M248F; E261Q,0.01123789,3.5184526,26/08/2020,-7.44974E+17,0.010439604,3,344.60712 +6074,M248G,0.001807379,1.5607656,26/08/2020,-7.44974E+17,0.001191573,4,1023.3918 +6075,M248H,0.000945259,1.119071,26/08/2020,-7.44974E+17,0.000560802,6,1382.137 +6076,M248I,0.00180977,0.9596463,26/08/2020,-7.44974E+17,0.000611028,2,846.2388 +6077,M248K,0.001524953,0.8249033,26/08/2020,-7.44974E+17,0.000410963,2,910.6009 +6078,M248L,0.001568126,0.90652823,26/08/2020,-7.44974E+17,0.000492729,2,925.6184 +6079,M248P,0.00116514,1.1129543,26/08/2020,-7.44974E+17,0.000557667,4,1215.161 +6080,M248Q,0.00208334,1.3243262,26/08/2020,-7.44974E+17,0.000957497,2,902.39996 +6081,M248R,0.001516756,0.8366835,26/08/2020,-7.44974E+17,0.000383897,2,905.77 +6082,M248T,0.002110211,1.9033592,26/08/2020,-7.44974E+17,0.00168586,6,993.73114 +6083,M248V,0.004604624,1.9516901,26/08/2020,-7.44974E+17,0.002442418,1,649.4191 +6084,M248W,0.001863126,1.0998378,26/08/2020,-7.44974E+17,0.000640834,2,880.8637 +6085,M248Y,0.003301769,1.3564912,26/08/2020,-7.44974E+17,0.000974157,1,743.22815 +6086,M273A,0.021967882,5.9096737,26/08/2020,-7.44974E+17,0.021084309,3,279.50684 +6087,M273C,0.00759214,2.7008827,26/08/2020,-7.44974E+17,0.005264513,1,496.98065 +6088,M273D,0.002553783,1.0358604,26/08/2020,-7.44974E+17,0.000480156,1,768.5351 +6089,M273E,0.001267048,1.0252444,26/08/2020,-7.44974E+17,0.000498501,3,1095.184 +6090,M273F,0.0224473,8.016356,26/08/2020,-7.44974E+17,0.021992305,6,357.23807 +6091,M273G,0.001984844,1.5388315,26/08/2020,-7.44974E+17,0.001107129,3,973.8916 +6092,M273H,0.03796942,4.5835342,26/08/2020,-7.44974E+17,0.03569696,1,144.05934 +6093,M273I,0.006340311,4.611808,26/08/2020,-7.44974E+17,0.005714991,4,770.4397 +6094,M273L,0.014655801,3.6646922,26/08/2020,-7.44974E+17,0.013019762,1,316.6417 +6095,M273N,0.012820222,3.5094297,26/08/2020,-7.44974E+17,0.01013505,1,354.55173 +6096,M273P,0.001356038,1.0332702,26/08/2020,-7.44974E+17,0.000633403,3,1036.5087 +6097,M273Q,0.029207159,5.2160926,26/08/2020,-7.44974E+17,0.027674164,2,192.54207 +6098,M273T,0.002168661,2.6407077,26/08/2020,-7.44974E+17,0.001739373,6,1309.5497 +6099,M273V,0.002277692,1.8732947,26/08/2020,-7.44974E+17,0.001611834,4,948.1898 +6100,M273W,0.01104084,3.2812874,26/08/2020,-7.44974E+17,0.008414713,1,393.34772 +6101,M273Y,0.022480864,5.1762342,26/08/2020,-7.44974E+17,0.020870785,2,251.60167 +6102,M291C,0.020232268,5.0175495,26/08/2020,-7.44974E+17,0.019251678,4,257.1745 +6103,M291D,0.001646835,0.9265484,26/08/2020,-7.44974E+17,0.000457242,2,938.9587 +6104,M291E,0.001954272,0.65648973,26/08/2020,-7.44974E+17,0.000132621,1,780.06067 +6105,M291F,0.18408763,5.276648,26/08/2020,-7.44974E+17,0.192561485,1,26.955639 +6106,M291G,0.003802459,1.6375091,26/08/2020,-7.44974E+17,0.001557458,1,696.49884 +6107,M291H,0.009232615,3.8297598,26/08/2020,-7.44974E+17,0.007995751,2,476.6806 +6108,M291I,0.026542664,4.8442993,26/08/2020,-7.44974E+17,0.025515815,4,188.06616 +6109,M291I; V293S,0.001795992,0.5803436,26/08/2020,-7.44974E+17,8.28E-05,1,751.5845 +6110,M291K,0.004003781,1.7139221,26/08/2020,-7.44974E+17,0.001754824,1,695.03827 +6111,M291N,0.015435092,6.431623,26/08/2020,-7.44974E+17,0.015054615,4,428.83002 +6112,M291P,0.000676472,0.570452,26/08/2020,-7.44974E+17,0.000222903,5,1173.4287 +6113,M291Q,0.006654465,2.537878,26/08/2020,-7.44974E+17,0.004284617,1,541.5189 +6114,M291R,0.002357089,0.8448018,26/08/2020,-7.44974E+17,0.000293813,1,791.35114 +6115,M291T,0.028309288,2.4072528,26/08/2020,-7.44974E+17,0.027063985,3,95.997894 +6116,M291V,0.012656769,3.4606283,26/08/2020,-7.44974E+17,0.009691733,1,363.58212 +6117,M291W,0.029951582,4.336393,26/08/2020,-7.44974E+17,0.028365271,1,173.57936 +6118,M291W; A296T,0.08942191,4.9842796,26/08/2020,-7.44974E+17,0.092778537,1,60.411316 +6119,M74A,0.06852415,4.288997,26/08/2020,-7.44974E+17,0.069637699,2,65.338486 +6120,M74C,0.06598852,4.8642225,26/08/2020,-7.44974E+17,0.065360321,1,83.98232 +6121,M74D,0.003503884,2.152267,26/08/2020,-7.44974E+17,0.00239537,2,778.8609 +6122,M74E,0.013308153,4.7639875,26/08/2020,-7.44974E+17,0.01247479,3,381.40015 +6123,M74F,0.015244825,4.663207,26/08/2020,-7.44974E+17,0.014633865,5,316.99612 +6124,M74G,0.040232576,4.6603384,26/08/2020,-7.44974E+17,0.037750843,1,137.83853 +6125,M74H,0.00245373,1.5415243,26/08/2020,-7.44974E+17,0.001275867,2,864.9023 +6126,M74I,0.12767193,2.5177855,26/08/2020,-7.44974E+17,0.128654248,7,18.179474 +6127,M74I; D125G; V135I; V175A; S220T,0.14071842,5.0294676,26/08/2020,-7.44974E+17,0.150616121,1,36.018703 +6128,M74I; L76E,0.003775865,1.6271415,26/08/2020,-7.44974E+17,0.001718635,1,712.09143 +6129,M74I; M129L; A140V; S145T; A213D; S220T,0.002847968,1.2619629,26/08/2020,-7.44974E+17,0.000816075,1,789.0318 +6130,M74I; M82L; P132Q; S225L; V265E,0.003244324,1.3531884,26/08/2020,-7.44974E+17,0.001026965,1,769.84155 +6131,M74I; N102Y; D118V,0.00326518,1.3781847,26/08/2020,-7.44974E+17,0.001089184,1,762.3624 +6132,M74I; P106Q; S114L; S301G,0.011038197,3.2616668,26/08/2020,-7.44974E+17,0.008558402,1,395.89755 +6133,M74I; S220T; P270T,0.063522935,4.787749,26/08/2020,-7.44974E+17,0.062861414,1,86.47165 +6134,M74I; T105V,0.04973665,4.7672696,26/08/2020,-7.44974E+17,0.046675762,1,112.17319 +6135,M74I; Y186H; S220T; H230Y; A257S,0.005262548,2.1302998,26/08/2020,-7.44974E+17,0.002761445,1,628.5258 +6136,M74K; D170E; S220T; N238S,0.004263923,1.8232367,26/08/2020,-7.44974E+17,0.002137692,1,658.6803 +6137,M74K; G136C; Q194R; S220T,0.00258606,1.1054186,26/08/2020,-7.44974E+17,0.00067171,1,806.02435 +6138,M74K; R96H; V150E; A210D; S220T; N238T; N251S,0.004552732,1.9174298,26/08/2020,-7.44974E+17,0.002029859,1,691.7462 +6139,M74K; S103T; I128V; V141E; L167P; A210V; N251S; H271D,0.002695539,1.1066898,26/08/2020,-7.44974E+17,0.000651673,1,768.9319 +6140,M74K; S220T,0.002299634,0.9822674,26/08/2020,-7.44974E+17,0.000496669,1,825.0934 +6141,M74K; T81S; G87F; P219S,0.002170453,0.76155823,26/08/2020,-7.44974E+17,0.000150723,1,770.36566 +6142,M74L,0.045345437,3.9924862,26/08/2020,-7.44974E+17,0.043882096,3,91.495964 +6143,M74L; L234P; F297L,0.002394166,0.8783598,26/08/2020,-7.44974E+17,0.000318461,1,777.5918 +6144,M74L; L76P; P171T; S220T; G244D; Q263R,0.002990132,1.2475863,26/08/2020,-7.44974E+17,0.000771773,1,765.8374 +6145,M74L; S205C; S220T,0.037470397,4.586357,26/08/2020,-7.44974E+17,0.034237534,1,145.21379 +6146,M74L; S220T; L222M,0.4536104,5.573381,26/08/2020,-7.44974E+17,0.526829363,1,6.9106846 +6147,M74L; V232G,0.18897538,5.1566753,26/08/2020,-7.44974E+17,0.205748667,1,25.37284 +6148,M74N,0.007873029,4.3190227,26/08/2020,-7.44974E+17,0.007180073,3,591.9735 +6149,M74Q,0.046112012,4.630048,26/08/2020,-7.44974E+17,0.042473449,1,117.79624 +6150,M74R,0.001005079,1.2468747,26/08/2020,-7.44974E+17,0.000619077,6,1447.3657 +6151,M74S,0.07046974,5.1658816,26/08/2020,-7.44974E+17,0.068660642,2,75.42729 +6152,M74T,0.03432478,4.5926313,26/08/2020,-7.44974E+17,0.031763463,1,160.83107 +6153,M74T; A116T; S220P,0.01775949,3.9085636,26/08/2020,-7.44974E+17,0.015495562,1,279.0038 +6154,M74T; L119F; M185T; S220T; K298M,0.00368767,1.567117,26/08/2020,-7.44974E+17,0.001306553,1,737.73914 +6155,M74T; M129T; G146D; V175L; L182Q; S220T; N251K,0.003054104,1.3242028,26/08/2020,-7.44974E+17,0.000925226,1,744.655 +6156,M74T; R155S,0.03408295,4.556608,26/08/2020,-7.44974E+17,0.031382078,1,161.75984 +6157,M74T; V199A; S220T; R279C,0.029336145,4.4106326,26/08/2020,-7.44974E+17,0.026282218,1,182.59283 +6158,M74V,0.122262806,4.2782135,26/08/2020,-7.44974E+17,0.121224879,2,33.847332 +6159,M74V; A89V; V150M; F209Y; F217S; S220T; G241C; A282V,0.00377387,1.6516695,26/08/2020,-7.44974E+17,0.001676049,1,716.33875 +6160,M74V; D95V; S220T,0.14538601,5.046259,26/08/2020,-7.44974E+17,0.151834623,1,34.950165 +6161,M74V; I212T; A218T; S220T; A296V,0.6467906,5.9760714,26/08/2020,-7.44974E+17,0.767624605,1,2.8761008 +6162,M74V; L182P; P270A,0.006372221,2.4699616,26/08/2020,-7.44974E+17,0.003791587,1,578.5323 +6163,M74V; N78S; P106Q; L119P; A127T; P171T; S220T; E268D,0.00316713,1.3548441,26/08/2020,-7.44974E+17,0.001070583,1,751.69946 +6164,M74V; P219T; S220T; H230Y; L234P,0.0052579,2.192521,26/08/2020,-7.44974E+17,0.002907048,1,632.13855 +6165,M74V; R148P; Y177C; S220T; H230Y,0.20689327,5.32694,26/08/2020,-7.44974E+17,0.214229177,1,23.30403 +6166,M74V; S117F; D125N,0.007434404,2.7688081,26/08/2020,-7.44974E+17,0.005390349,1,520.9484 +6167,M74V; S220T; G237C,0.38547456,5.3937273,26/08/2020,-7.44974E+17,0.436155224,1,9.157074 +6168,M74W,0.001585636,0.94500405,26/08/2020,-7.44974E+17,0.000490085,2,949.13434 +6169,M82A,0.026425827,4.2405705,26/08/2020,-7.44974E+17,0.023919939,1,200.79709 +6170,M82C,0.02029598,6.8757167,26/08/2020,-7.44974E+17,0.019633471,4,345.92355 +6171,M82D,0.001183508,0.88621277,26/08/2020,-7.44974E+17,0.000382571,3,1080.0243 +6172,M82D; A89T,0.002335818,0.96787095,26/08/2020,-7.44974E+17,0.000438906,1,761.6806 +6173,M82E,0.002484448,1.0070424,26/08/2020,-7.44974E+17,0.000489617,1,771.6732 +6174,M82F,0.02693404,5.3252635,26/08/2020,-7.44974E+17,0.025675031,2,215.1021 +6175,M82G,0.021258602,4.6738667,26/08/2020,-7.44974E+17,0.019903762,2,242.25064 +6176,M82H,0.002595062,1.6154277,26/08/2020,-7.44974E+17,0.001384495,2,864.68964 +6177,M82I,0.038059436,4.537063,26/08/2020,-7.44974E+17,0.0358504,1,141.31334 +6178,M82I; A92V; A140T; A156T,0.004855867,2.0246608,26/08/2020,-7.44974E+17,0.002494468,1,645.32404 +6179,M82I; L98Q; S220T; Y239C; D287V,0.002441688,1.5541704,26/08/2020,-7.44974E+17,0.001318367,2,840.06445 +6180,M82I; M129T; L134Q; M185I; E208V; S220T; L253Q,0.002969164,1.2094194,26/08/2020,-7.44974E+17,0.000848954,1,751.5046 +6181,M82I; N100I; D163V; S220T; A228T; R258S; E261G,0.003519701,1.5285445,26/08/2020,-7.44974E+17,0.001384177,1,712.07336 +6182,M82I; N190I; Q263L,0.002411566,0.9869955,26/08/2020,-7.44974E+17,0.000479237,1,803.1512 +6183,M82I; P131Q; V141A; G191R; S220T; V232D; G286E,0.005107734,2.1172483,26/08/2020,-7.44974E+17,0.002940747,1,640.94836 +6184,M82I; R148P; L161P; S220T; H230Y; A277D,0.005044842,2.0927248,26/08/2020,-7.44974E+17,0.002794366,1,629.88007 +6185,M82I; R148P; S220T; H230Y,0.23679738,5.482311,26/08/2020,-7.44974E+17,0.245785506,1,19.939915 +6186,M82I; R148S; Y177H; Q194R; A296V,0.002098035,0.6936418,26/08/2020,-7.44974E+17,0.000157893,1,770.0618 +6187,M82I; S220T; A277T,0.004406773,1.8971454,26/08/2020,-7.44974E+17,0.002312995,1,667.782 +6188,M82I; S220T; V250A,0.043867026,4.6537876,26/08/2020,-7.44974E+17,0.042073038,1,124.37051 +6189,M82I; V113E; G146D; P164L; N238D; E261V; E275K,0.002555466,1.0584841,26/08/2020,-7.44974E+17,0.000514605,1,769.31464 +6190,M82I; Y239I,0.002630506,1.1153544,26/08/2020,-7.44974E+17,0.0006359,1,781.42267 +6191,M82K,0.002457023,1.5344783,26/08/2020,-7.44974E+17,0.001278178,2,872.27185 +6192,M82K; A140V; L151M; T207S; A213T; N238S; H255Q,0.002206782,0.8207112,26/08/2020,-7.44974E+17,0.000242005,1,787.6727 +6193,M82K; E91G; P133L; S220T,0.005917918,2.374311,26/08/2020,-7.44974E+17,0.003360737,1,594.1737 +6194,M82K; F86L; R155S; S220T,0.003047148,1.29256,26/08/2020,-7.44974E+17,0.000905125,1,749.0267 +6195,M82K; P300T,0.001589569,0.4256358,26/08/2020,-7.44974E+17,2.07E-05,1,732.73505 +6196,V293A,0.012724961,4.4572034,26/08/2020,-7.44974E+17,0.012375077,4,370.03635 +6197,M82K; S103L; V130E; A180V; A252T,0.002377815,0.9139107,26/08/2020,-7.44974E+17,0.000377303,1,783.5753 +6198,M82K; S220T,0.008764094,2.9501061,26/08/2020,-7.44974E+17,0.006510365,1,458.85867 +6199,M82K; S220T; E268G,0.003140082,1.365833,26/08/2020,-7.44974E+17,0.000936566,1,739.4473 +6200,M82K; S220T; H230Y,0.008085135,2.811665,26/08/2020,-7.44974E+17,0.00570132,1,473.10797 +6201,M82K; Y144H; A156T; S220T; D233V,0.003727787,1.5926139,26/08/2020,-7.44974E+17,0.001511129,1,729.5978 +6202,M82L,0.049802583,2.9818485,26/08/2020,-7.44974E+17,0.0486809,5,61.122356 +6203,M82L; D125N; P240Q; E262D; M273I; K298T,0.002339442,0.8845076,26/08/2020,-7.44974E+17,0.000333562,1,765.7728 +6204,M82L; L158P; V221M,0.002309063,0.8419873,26/08/2020,-7.44974E+17,0.000293685,1,767.096 +6205,M82L; R90S; N102D; S220T; N289Y,0.002281767,0.8575112,26/08/2020,-7.44974E+17,0.000308493,1,778.92004 +6206,M82L; S220T,0.45932147,5.677273,26/08/2020,-7.44974E+17,0.512587416,1,6.8119864 +6207,M82L; S220T; A260V,0.022861311,5.155714,26/08/2020,-7.44974E+17,0.021201971,2,245.75212 +6208,M82L; S220T; D287G,0.03603731,4.4704247,26/08/2020,-7.44974E+17,0.034662074,1,149.13312 +6209,M82L; S220T; E278K; H285Y; H288R,0.050851896,4.8110623,26/08/2020,-7.44974E+17,0.047192962,1,109.15148 +6210,M82L; S220T; H230L,0.0432815,4.6674514,26/08/2020,-7.44974E+17,0.041279136,1,127.226204 +6211,M82L; S220T; H230Y,0.3964151,1.1682047,26/08/2020,-7.44974E+17,0.429246916,10,1.8218356 +6212,M82L; S220T; V281A,0.14581819,5.0337253,26/08/2020,-7.44974E+17,0.151534982,1,34.543713 +6213,M82L; V221M; D287G,0.046054553,4.6603875,26/08/2020,-7.44974E+17,0.045071116,1,117.24239 +6214,M82N,0.022120556,2.624128,26/08/2020,-7.44974E+17,0.021251042,4,128.45375 +6215,M82P,0.004138567,1.7268304,26/08/2020,-7.44974E+17,0.001741723,1,700.9461 +6216,M82Q,0.013456713,5.9321923,26/08/2020,-7.44974E+17,0.012783094,5,453.588 +6217,M82R,0.001848828,0.6157129,26/08/2020,-7.44974E+17,0.000104792,1,743.71466 +6218,M82S,0.013953397,3.59485,26/08/2020,-7.44974E+17,0.011624932,1,334.1371 +6219,M82T,0.024811072,4.6545224,26/08/2020,-7.44974E+17,0.023286845,2,204.74368 +6220,M82T; D118E; G120C; S201Y,0.009670519,3.0070972,26/08/2020,-7.44974E+17,0.007157219,1,429.39114 +6221,M82T; E153D; Y177F,0.008803184,2.913703,26/08/2020,-7.44974E+17,0.006004005,1,459.537 +6222,M82T; E84V; S220T,0.00299951,1.8332334,26/08/2020,-7.44974E+17,0.001754219,2,793.9684 +6223,M82T; F209Y; S220T,0.005184942,2.0964472,26/08/2020,-7.44974E+17,0.00287205,1,611.8289 +6224,M82T; G104C; A282V,0.003099344,1.2954162,26/08/2020,-7.44974E+17,0.000892154,1,767.9811 +6225,M82T; G120C; G162R; P164L; L182Q; N249I; H255Y; Y294E; E295A; A296F; F297K; K298Q; Q299P; P300S; S301P; P302A; A303S; S304*; *305-,0.002045206,0.7021241,26/08/2020,-7.44974E+17,0.000145378,1,769.59607 +6226,M82T; G126S; P133H; V250M; A259V,0.002032613,0.6861506,26/08/2020,-7.44974E+17,0.000146939,1,762.2413 +6227,M82T; H183L; S220T; P300S,0.014271771,3.6189866,26/08/2020,-7.44974E+17,0.01185476,1,327.5769 +6228,M82T; H183L; W216R; S220T; H285R,0.003229734,1.4171308,26/08/2020,-7.44974E+17,0.001103265,1,753.9231 +6229,M82T; P133S; S160P,0.007530352,2.7111032,26/08/2020,-7.44974E+17,0.005061057,1,507.67517 +6230,M82T; P171R; S220T; H230Y; Q283H,0.005774494,2.2828677,26/08/2020,-7.44974E+17,0.003436598,1,585.91156 +6231,M82T; R148P; L182Q; S220T; H230Y,0.004435717,1.9028181,26/08/2020,-7.44974E+17,0.002251995,1,688.6125 +6232,M82T; S220T; M273K; A280T,0.002836782,1.0984312,26/08/2020,-7.44974E+17,0.000556483,1,770.9836 +6233,M82V,0.026417708,4.2867603,26/08/2020,-7.44974E+17,0.025705979,2,177.7108 +6234,M82V; E84G; T188A; D211G,0.002835057,1.2333705,26/08/2020,-7.44974E+17,0.000820772,1,784.682 +6235,M82V; F142Y; L158P; T172S; T179S; L181I; G191V,0.00298428,1.2426131,26/08/2020,-7.44974E+17,0.000740498,1,756.71075 +6236,M82V; H154Q; L253Q; E254D,0.002737157,1.1268268,26/08/2020,-7.44974E+17,0.0005947,1,792.7323 +6237,M82V; L101Q; W115G; S220T,0.002979642,1.2124869,26/08/2020,-7.44974E+17,0.000700969,1,768.2209 +6238,M82V; L158F; F209I; S220T,0.003143879,1.3947564,26/08/2020,-7.44974E+17,0.001107781,1,756.2758 +6239,M82V; N100K; S220T; A252V,0.002877117,1.3260474,26/08/2020,-7.44974E+17,0.000927038,1,772.7263 +6240,M82V; R122P; L161M,0.003634816,1.4585347,26/08/2020,-7.44974E+17,0.001113812,1,725.88654 +6241,M82V; R122S,0.011636107,3.3593655,26/08/2020,-7.44974E+17,0.009083926,1,378.917 +6242,M82V; W115R; G126C; P131S; R148P; S220T; H230Y,0.07979608,4.917806,26/08/2020,-7.44974E+17,0.080408299,1,67.51401 +6243,M82W,0.002032619,1.9412454,26/08/2020,-7.44974E+17,0.00143615,4,1084.6342 +6244,N100A,0.022491504,1.9397885,26/08/2020,-7.44974E+17,0.021932692,12,88.570045 +6245,N100C,0.022023037,0.81228924,26/08/2020,-7.44974E+17,0.021397073,12,40.433823 +6246,N100D,0.001970447,1.8792859,26/08/2020,-7.44974E+17,0.001739857,10,1015.18585 +6247,N100D; A112D; S220T,0.001837466,0.5797508,26/08/2020,-7.44974E+17,6.51E-05,1,759.0563 +6248,N100D; A174G,0.002286302,0.9164095,26/08/2020,-7.44974E+17,0.000368917,1,806.5572 +6249,N100D; E208K; S220T,0.003329366,1.4720924,26/08/2020,-7.44974E+17,0.001234971,1,756.65326 +6250,N100D; M129I; R137S; A206V; S220T,0.004894253,2.012059,26/08/2020,-7.44974E+17,0.002693036,1,630.3663 +6251,N100D; M185V; S220T,0.004453148,1.8812867,26/08/2020,-7.44974E+17,0.002071103,1,671.91974 +6252,N100D; P171R; D211E; D235G,0.002738248,1.1830741,26/08/2020,-7.44974E+17,0.000774329,1,795.19836 +6253,N100D; R165C; S201T; S225P,0.005663954,2.2940335,26/08/2020,-7.44974E+17,0.003363447,1,595.41174 +6254,N100D; S220T,0.005594546,2.7826772,26/08/2020,-7.44974E+17,0.004243112,2,604.37103 +6255,N100D; S220T; V221M; H230Y,0.005467617,2.2297375,26/08/2020,-7.44974E+17,0.003271819,1,618.3133 +6256,N100E,0.001444595,1.6585062,26/08/2020,-7.44974E+17,0.000924402,5,1318.0001 +6257,N100F,0.001692292,1.0634615,26/08/2020,-7.44974E+17,0.000610191,2,928.9152 +6258,N100G,0.013664564,3.9500945,26/08/2020,-7.44974E+17,0.012995493,4,306.0876 +6259,N100H,0.001208563,0.8554677,26/08/2020,-7.44974E+17,0.000478252,3,996.83014 +6260,N100H; Y186C; M248V; A280V,0.0071355,2.5989032,26/08/2020,-7.44974E+17,0.004531191,1,525.60394 +6261,N100I,0.015253694,0.506264,26/08/2020,-7.44974E+17,0.014399077,8,42.195244 +6262,N100I; A195V; F209L; S220T; T245A; H255Y,0.003043901,1.3148787,26/08/2020,-7.44974E+17,0.000982324,1,730.124 +6263,N100I; L167P; F209I,0.00294488,1.3181218,26/08/2020,-7.44974E+17,0.00101084,1,769.2147 +6264,N100I; L173P; Y192N,0.006607776,2.5342617,26/08/2020,-7.44974E+17,0.00447311,1,537.5443 +6265,N100I; N190D; A210V,0.00217164,0.8051219,26/08/2020,-7.44974E+17,0.000251712,1,796.01965 +6266,N100I; T196M,0.002924502,1.2491696,26/08/2020,-7.44974E+17,0.000877874,1,755.2141 +6267,N100K,0.001134533,1.6153822,26/08/2020,-7.44974E+17,0.00085535,8,1556.765 +6268,N100K; S220T,0.002619803,1.0548683,26/08/2020,-7.44974E+17,0.000553807,1,823.6168 +6269,N100L,0.001681331,1.8197058,26/08/2020,-7.44974E+17,0.001356898,7,1176.5867 +6270,N100M,0.017453294,1.6546977,26/08/2020,-7.44974E+17,0.015877939,2,126.8812 +6271,N100P,0.006893616,2.5516233,26/08/2020,-7.44974E+17,0.004529139,1,522.1597 +6272,N100Q,0.003599921,1.8453373,26/08/2020,-7.44974E+17,0.002369545,2,665.31323 +6273,N100R,0.001796154,1.4454881,26/08/2020,-7.44974E+17,0.001655233,14,849.01196 +6274,N100S,0.015839228,1.3461224,26/08/2020,-7.44974E+17,0.015679787,10,91.13465 +6275,N100S; L158P; S220T,0.002940787,1.189327,26/08/2020,-7.44974E+17,0.000722839,1,767.37787 +6276,N100S; N102D; M185I; S220T; S267L; R274H,0.002931671,1.2023205,26/08/2020,-7.44974E+17,0.000787496,1,759.34875 +6277,N100S; P133S; D147V; S220T; R274H,0.002722588,1.6784594,26/08/2020,-7.44974E+17,0.001468446,2,837.50745 +6278,N100S; Q107H; S220T,0.07999964,4.985559,26/08/2020,-7.44974E+17,0.0742133,1,71.00779 +6279,N100S; R110H; T179I; T245S; A257D; A282T,0.002857017,1.2462078,26/08/2020,-7.44974E+17,0.000880887,1,779.50134 +6280,N100T,0.004603202,3.4167707,26/08/2020,-7.44974E+17,0.004339636,10,764.1529 +6281,N100T; Y192N; A210T; S220T,0.00416114,1.7901921,26/08/2020,-7.44974E+17,0.001903989,1,685.08734 +6282,N100V,0.012114348,4.132048,26/08/2020,-7.44974E+17,0.010822069,2,391.10617 +6283,N100W,0.00667534,0.6362837,26/08/2020,-7.44974E+17,0.006409312,8,114.73645 +6284,N100Y,0.001577558,2.0696313,26/08/2020,-7.44974E+17,0.001261057,7,1419.3512 +6285,N100Y; M184K; S220T; Q283H,0.002962482,1.2330391,26/08/2020,-7.44974E+17,0.000764752,1,759.2441 +6286,N100Y; P132S,0.002652892,0.91966355,26/08/2020,-7.44974E+17,0.000349832,1,737.57965 +6287,N100Y; S220T,0.04636455,0.6870593,26/08/2020,-7.44974E+17,0.05297621,2,23.651384 +6288,N102A,0.21638867,0.999551,26/08/2020,-7.44974E+17,0.245236214,5,4.178024 +6289,N102C,0.24332054,0.6863287,26/08/2020,-7.44974E+17,0.273720619,11,2.309603 +6290,N102D,0.014158544,1.3885005,26/08/2020,-7.44974E+17,0.013718456,6,109.80878 +6291,N102D; A140S; A156G; L176F; N178D,0.004967583,2.0215793,26/08/2020,-7.44974E+17,0.002490293,1,647.6613 +6292,N102D; L119H; F142Y; R148P; L161P; S220T; H230Y,0.003807659,1.6199223,26/08/2020,-7.44974E+17,0.001596951,1,691.3847 +6293,N102D; L214H; G215S,0.001902437,0.7150963,26/08/2020,-7.44974E+17,0.000188951,1,832.667 +6294,N102D; M129I; T242I,0.002522531,1.0609412,26/08/2020,-7.44974E+17,0.000591351,1,792.165 +6295,N102D; M129T; S220T; R279H; A303T,0.002364356,0.87016344,26/08/2020,-7.44974E+17,0.000309434,1,800.3811 +6296,N102D; S117P; L161Q,0.002217593,0.7746093,26/08/2020,-7.44974E+17,0.000243746,1,757.1145 +6297,N102D; S220T,0.028120887,4.311921,26/08/2020,-7.44974E+17,0.026822081,1,185.50916 +6298,N102D; W115C; D152V; D170N; S220T,0.003393557,1.4478117,26/08/2020,-7.44974E+17,0.001221497,1,736.08246 +6299,N102E,0.012944963,3.2764487,26/08/2020,-7.44974E+17,0.012096355,4,273.17142 +6300,N102F,0.003309528,2.7844644,26/08/2020,-7.44974E+17,0.002714909,5,907.674 +6301,N102G,0.06122088,2.2400312,26/08/2020,-7.44974E+17,0.061048625,5,37.60866 +6302,N102H,0.008145013,4.241274,26/08/2020,-7.44974E+17,0.007550031,3,564.4624 +6303,N102H; G191R; E278V,0.004621255,1.9712863,26/08/2020,-7.44974E+17,0.002206778,1,677.51 +6304,N102I,0.07453787,1.3922327,26/08/2020,-7.44974E+17,0.075273443,8,18.78362 +6305,N102I; L176F; H271D,0.007577328,2.7160978,26/08/2020,-7.44974E+17,0.005041466,1,504.42676 +6306,N102I; R137C; D139G; H183L; M185T; A303P,0.0033011,1.4021701,26/08/2020,-7.44974E+17,0.001195808,1,729.38446 +6307,N102I; R148P; S220T; H230Y,0.3550311,5.5976334,26/08/2020,-7.44974E+17,0.386578112,1,10.9408 +6308,N102I; R155H; S220T,0.12953468,5.038786,26/08/2020,-7.44974E+17,0.131724532,1,39.712772 +6309,N102I; S220T,0.45589218,5.6273713,26/08/2020,-7.44974E+17,0.514834361,1,6.9202037 +6310,N102I; T172I; S220T; L234H; A296V,0.022513501,4.103304,26/08/2020,-7.44974E+17,0.019416768,1,224.34499 +6311,N102K,0.001841029,1.7103544,26/08/2020,-7.44974E+17,0.001251681,4,1096.3462 +6312,N102K; R165S; S205R; S220T,0.002274056,0.968265,26/08/2020,-7.44974E+17,0.000436577,1,802.9 +6313,N102K; S220T; L269M,0.004256417,1.794628,26/08/2020,-7.44974E+17,0.001796346,1,665.2153 +6314,N102L,0.024695592,1.7427969,26/08/2020,-7.44974E+17,0.023565524,5,78.166595 +6315,N102M,0.112413995,0.70753616,26/08/2020,-7.44974E+17,0.116645648,12,6.177238 +6316,N102P,0.03198941,4.5568347,26/08/2020,-7.44974E+17,0.027754683,1,175.10545 +6317,N102Q,0.067424186,0.73493034,26/08/2020,-7.44974E+17,0.067627835,11,11.396954 +6318,N102R,0.001582096,1.7653884,26/08/2020,-7.44974E+17,0.001174848,6,1242.5103 +6319,N102S; D139V; S160P; L161M; S220T,0.005378312,2.155053,26/08/2020,-7.44974E+17,0.003185888,1,604.91705 +6320,N102S; G191R,0.003295017,1.3916781,26/08/2020,-7.44974E+17,0.001094898,1,747.2138 +6321,N102S; L167P; A174V,0.001985233,0.64442855,26/08/2020,-7.44974E+17,0.000144122,1,752.2799 +6322,N102S; R122H; P138Q,0.24170113,5.271406,26/08/2020,-7.44974E+17,0.260024328,1,18.65135 +6323,N102S; S220T; E295D,0.21334825,5.31588,26/08/2020,-7.44974E+17,0.227596471,1,22.431269 +6324,N102S; S220T; H230Y,0.6594695,5.730682,26/08/2020,-7.44974E+17,0.794162948,1,2.6082888 +6325,N102S; S220T; V232A; P240Q,0.18790078,5.234931,26/08/2020,-7.44974E+17,0.198209301,1,25.918175 +6326,N102S; V130M; A169G; A174G; V175G; L176V; Y177I; N178Q; T179H; A180R; L182T; H183A; M184H; M185D; Y186I; A187C; T188N; N190K; G191R; Y192I; L193S; Q194P; A195S; T196Y,0.003497281,1.5338203,26/08/2020,-7.44974E+17,0.001359539,1,776.3549 +6327,N102T,0.21474274,7.519462,26/08/2020,-7.44974E+17,0.215185335,3,28.566097 +6328,N102T; S220T; L227P,0.03577852,4.6017985,26/08/2020,-7.44974E+17,0.033675829,1,153.99652 +6329,N102T; V130E; L143M; Y177F,0.006262716,2.4253976,26/08/2020,-7.44974E+17,0.003929309,1,562.5751 +6330,N102V,0.08586599,1.8616949,26/08/2020,-7.44974E+17,0.085853095,7,21.538666 +6331,N102W,0.013944202,0.5805025,26/08/2020,-7.44974E+17,0.013641687,4,60.902397 +6332,N102Y; R148P; S220T; H230Y,0.005009471,2.0572782,26/08/2020,-7.44974E+17,0.002710284,1,639.46216 +6333,N102Y; S103P; V135A; S220T; I256F,0.002576753,1.0573789,26/08/2020,-7.44974E+17,0.000563164,1,756.89594 +6334,N102Y; T121S; Y144H; H154Y; S220T; Q263P,0.002805984,1.2014269,26/08/2020,-7.44974E+17,0.000788368,1,808.5865 +6335,N102Y; T179A; S220T; Q283P; D287N; P302Q,0.003077432,1.2617121,26/08/2020,-7.44974E+17,0.000877733,1,748.9148 +6336,N102Y; V113G; D118G; E153V; S220T,0.002921375,1.2607484,26/08/2020,-7.44974E+17,0.000871513,1,783.5969 +6337,N102Y; V130A; R148P; S220T; H230Y; G244S; Y290N,0.00499507,2.086275,26/08/2020,-7.44974E+17,0.002591437,1,644.35406 +6338,N178A,0.005111147,2.11293,26/08/2020,-7.44974E+17,0.002889451,1,610.43115 +6339,N178C,0.007422435,2.6964967,26/08/2020,-7.44974E+17,0.005071564,1,510.12802 +6340,N178D,0.020744732,5.6326675,26/08/2020,-7.44974E+17,0.019606519,3,283.53894 +6341,N178D; F217L; S220T; A282T,0.006190929,2.3808355,26/08/2020,-7.44974E+17,0.003830052,1,569.50397 +6342,N178D; S220T,0.13938598,5.3169937,26/08/2020,-7.44974E+17,0.13991706,1,38.826534 +6343,N178D; S220T; L253M,0.025571985,4.3124056,26/08/2020,-7.44974E+17,0.022917788,1,204.80127 +6344,N178D; S220T; N251D; P270L,0.007096975,2.696131,26/08/2020,-7.44974E+17,0.004690695,1,534.79047 +6345,N178E,0.04476198,5.7755384,26/08/2020,-7.44974E+17,0.043248448,2,135.3226 +6346,N178F,0.001622393,1.0236228,26/08/2020,-7.44974E+17,0.000563074,2,949.1594 +6347,N178G,0.006704367,3.0946488,26/08/2020,-7.44974E+17,0.005484357,2,542.8765 +6348,N178I,0.002460207,0.90402794,26/08/2020,-7.44974E+17,0.000321368,1,777.7731 +6349,N178I; S220T,0.002955434,1.164907,26/08/2020,-7.44974E+17,0.000670195,1,765.3327 +6350,N178I; S220T; H230Y,0.005647838,2.2828255,26/08/2020,-7.44974E+17,0.003511438,1,585.3731 +6351,N178K,0.0016366,1.3098251,26/08/2020,-7.44974E+17,0.000816556,3,1035.4806 +6352,N178K; S220T,0.001659812,1.0576614,26/08/2020,-7.44974E+17,0.000582099,2,941.3381 +6353,N178L,0.001501335,0.8900604,26/08/2020,-7.44974E+17,0.000426738,2,948.1172 +6354,N178M,0.003793772,2.3716366,26/08/2020,-7.44974E+17,0.003140732,4,701.78174 +6355,N178P,0.001909472,1.2080873,26/08/2020,-7.44974E+17,0.000801885,2,916.8849 +6356,N178Q,0.002280552,2.8395832,26/08/2020,-7.44974E+17,0.001961323,8,1307.9321 +6357,N178S,0.021743197,4.089546,26/08/2020,-7.44974E+17,0.019067194,1,233.49312 +6358,N178S; L193H; L253Q; E295D,0.002841163,1.0998812,26/08/2020,-7.44974E+17,0.000527186,1,780.0696 +6359,N178S; S220T,0.020976465,4.013356,26/08/2020,-7.44974E+17,0.019000732,1,238.41026 +6360,N178T,0.00296291,1.2026899,26/08/2020,-7.44974E+17,0.00077575,1,761.7682 +6361,N178T; S220T; T245I,0.002702639,1.0370425,26/08/2020,-7.44974E+17,0.000472629,1,767.5107 +6362,N178V,0.001201471,0.9222591,26/08/2020,-7.44974E+17,0.000433963,3,1064.8951 +6363,N178W,0.001281139,0.9617123,26/08/2020,-7.44974E+17,0.000485505,3,1061.3108 +6364,N178Y; H230Q,0.002602195,1.0563436,26/08/2020,-7.44974E+17,0.000529878,1,812.265 +6365,N178Y; L181S; A218T,0.003312632,1.4178517,26/08/2020,-7.44974E+17,0.001216942,1,724.44806 +6366,N178Y; L222P; Y239C; P302L,0.002111434,0.78872657,26/08/2020,-7.44974E+17,0.00024083,1,782.5945 +6367,N178Y; M185K; L246P; V265L,0.003153547,1.2950546,26/08/2020,-7.44974E+17,0.000929688,1,772.6929 +6368,N178Y; S220T,0.002133453,1.3251224,26/08/2020,-7.44974E+17,0.000956339,2,881.09576 +6369,N178Y; S220T; R258H,0.002725625,1.123661,26/08/2020,-7.44974E+17,0.000628692,1,781.78076 +6370,N178Y; T179A; G215D; S220T,0.003942367,1.666898,26/08/2020,-7.44974E+17,0.00165327,1,694.5891 +6371,N190D,0.16224056,4.7133684,26/08/2020,-7.44974E+17,0.166745053,2,26.664848 +6372,N190F,0.05608627,4.851655,26/08/2020,-7.44974E+17,0.053472492,1,98.83051 +6373,N190I,0.00267671,1.0858638,26/08/2020,-7.44974E+17,0.000605715,1,778.02795 +6374,N190I; H230Y,0.003153296,1.3847646,26/08/2020,-7.44974E+17,0.001088458,1,756.4586 +6375,N190I; M248K,0.003217908,1.4232534,26/08/2020,-7.44974E+17,0.001179867,1,751.00104 +6376,N190I; S220T,0.002207593,1.6837075,26/08/2020,-7.44974E+17,0.001376282,3,943.63635 +6377,N190I; S220T; P224H,0.003407677,1.4195387,26/08/2020,-7.44974E+17,0.001102849,1,769.0043 +6378,N190I; S220T; Y294H; F297S,0.003806456,1.5884008,26/08/2020,-7.44974E+17,0.001381526,1,708.27264 +6379,N190K,0.003193489,1.3820096,26/08/2020,-7.44974E+17,0.001167896,1,744.10333 +6380,N190K; T196R,0.002663591,1.1237504,26/08/2020,-7.44974E+17,0.000599843,1,761.178 +6381,N190L,0.00186797,1.9538494,26/08/2020,-7.44974E+17,0.001398701,6,1148.816 +6382,N190M,0.02231112,4.025204,26/08/2020,-7.44974E+17,0.020631311,1,224.17363 +6383,N190P,0.00152172,1.3938978,26/08/2020,-7.44974E+17,0.000908971,4,1102.2323 +6384,N190R,0.001418059,1.0837941,26/08/2020,-7.44974E+17,0.000680708,3,1011.1027 +6385,N190S,0.030100383,5.460919,26/08/2020,-7.44974E+17,0.029643843,3,187.99539 +6386,N190S; A252T; S267A,0.003248926,1.4098173,26/08/2020,-7.44974E+17,0.001111818,1,740.0811 +6387,N190V,0.002104046,1.3643941,26/08/2020,-7.44974E+17,0.00096611,2,924.20605 +6388,N190W,0.005770679,2.309212,26/08/2020,-7.44974E+17,0.003835854,1,577.0045 +6389,N190Y,0.008827677,3.2918231,26/08/2020,-7.44974E+17,0.007768158,2,436.05234 +6390,N190Y; A282E,0.005003538,2.0131652,26/08/2020,-7.44974E+17,0.002537984,1,632.6079 +6391,N190Y; A296T; S304T,0.007556402,2.7022414,26/08/2020,-7.44974E+17,0.00513856,1,515.0527 +6392,N190Y; L246P; S267L,0.00324944,1.4619561,26/08/2020,-7.44974E+17,0.00125267,1,737.70844 +6393,N190Y; S220T,0.018678328,4.0406313,26/08/2020,-7.44974E+17,0.015573529,1,272.566 +6394,N190Y; T245S; A277T,0.002787928,1.1174579,26/08/2020,-7.44974E+17,0.000573352,1,750.2006 +6395,N238A,0.07459505,7.203358,26/08/2020,-7.44974E+17,0.072906843,4,92.830215 +6396,N238C,0.122800276,5.049995,26/08/2020,-7.44974E+17,0.123618814,1,42.34348 +6397,N238D; H255R,0.003479864,1.4669952,26/08/2020,-7.44974E+17,0.001263697,1,725.36816 +6398,N238D; R247C; M291K,0.002772832,1.0885404,26/08/2020,-7.44974E+17,0.000589528,1,787.011 +6399,N238E,0.12887406,6.860981,26/08/2020,-7.44974E+17,0.127545157,3,48.667553 +6400,N238F,0.14593981,6.605516,26/08/2020,-7.44974E+17,0.146366815,3,40.5823 +6401,N238H; E261Q,0.4538297,3.8304162,26/08/2020,-7.44974E+17,0.455104379,243,4.610753 +6402,N238L,0.11346422,6.12965,26/08/2020,-7.44974E+17,0.11156186,3,50.434284 +6403,N238M,0.079951905,6.387151,26/08/2020,-7.44974E+17,0.079308165,3,77.62384 +6404,N238P,0.003503586,2.0557928,26/08/2020,-7.44974E+17,0.002226926,2,764.0927 +6405,N238Q,0.09743487,5.09616,26/08/2020,-7.44974E+17,0.095612635,1,55.57191 +6406,N238R,0.116595566,5.166859,26/08/2020,-7.44974E+17,0.118418912,1,46.181896 +6407,N238S,0.25150594,5.4375443,26/08/2020,-7.44974E+17,0.268536324,1,18.22177 +6408,N238S; N251S,0.088627815,5.024204,26/08/2020,-7.44974E+17,0.087976821,1,61.866203 +6409,N238V,0.14202413,3.6507328,26/08/2020,-7.44974E+17,0.143681797,2,24.69411 +6410,N238Y,0.3354028,1.3108572,26/08/2020,-7.44974E+17,0.365103353,8,2.6990955 +6411,N238Y; L253P; E278D,0.002307346,0.8870501,26/08/2020,-7.44974E+17,0.000353328,1,772.5827 +6412,N3E; A65T,0.002429976,0.9473766,26/08/2020,-7.44974E+17,0.000433583,1,791.5267 +6413,N3F,0.12609757,3.6061156,26/08/2020,-7.44974E+17,0.124661167,3,27.219875 +6414,N3G,0.05710612,4.863346,26/08/2020,-7.44974E+17,0.054345678,1,99.14948 +6415,N3H,0.06577927,4.9241896,26/08/2020,-7.44974E+17,0.063545803,1,83.69471 +6416,N3I,0.18156037,2.9691265,26/08/2020,-7.44974E+17,0.18931118,2,15.093401 +6417,N3K,0.08084904,6.070968,26/08/2020,-7.44974E+17,0.079252301,2,74.86699 +6418,N3K; M23R; P37H; R90C; M129V; D233G,0.003129371,1.340161,26/08/2020,-7.44974E+17,0.000993423,1,761.0472 +6419,N3L,0.119279794,4.755862,26/08/2020,-7.44974E+17,0.123837128,2,38.730507 +6420,N3M,0.19141331,5.264459,26/08/2020,-7.44974E+17,0.198314005,1,25.618864 +6421,N3P,0.07388851,4.9430585,26/08/2020,-7.44974E+17,0.072770979,1,75.71615 +6422,N3S,0.09525739,5.1084533,26/08/2020,-7.44974E+17,0.094908525,1,58.14134 +6423,N3T,0.1566833,3.3478029,26/08/2020,-7.44974E+17,0.156054913,2,20.29295 +6424,N3T; H4Q; A5Q; A8Q; T9R; T10F; P12T; P14V; V15T; T16V; V18G; G19L; L20G; G21P; P22M; M23G; G24E; L25A; V26L; L27A; A28E; E29T; V30L; L32A; A33Q; K34G; G35H; H36P; P37L; T39V; V40W; W41N; N42R; R43T; T44P; P45D; E46K; R47A; A48D; S49G; G50L; L51V; V52A; A53R; Q54G; G55A; A56H; S57R; L58A; A60T; S61V; I62A; T63D; D64A; A65V; V66S; S67A; A68S; S69P; P70L; V71T; T72V; I73A; M74C; C75L; L76K; N77D; N78Y; Y79D; A80T; T81L; M82Y; Y83G; E84V; V85F; F86E; G87P; P88A; A89G; R90D; E91A; A92L; L93A; R94G; D95R; R96T; V97L; L98V; V99N; N100L; L101N; N102S; S103G; G104T; T105P; P106K; Q107E; E108A; V109R; R110A; A112V; V113L; S114W; W115A; A116E; S117E; D118R; L119G; G120A; T121E; R122Y; Y123L; L124D; D125G; G126A; A127I; I128M; M129V; V130P; P133L; L134V; V135G; G136H; R137P; P138D; D139S; A140V; V141F; F142L; L143Y; Y144S; S145G; G146P; D147R; R148E; A149L; V150F; L151D; E153H; H154R; R155E; A156V; T157L; L158S; S160L; L161G; G162T; D163L; P164T; R165W; F166L; L167G; G168E; A169D; D170V; P171G; T172R; L173A; A174E; V175A; L176F; Y177D; N178V; T179A; A180L; L182D; H183L; M184F; M185W; Y186T; A187S; T188V; L189S; N190G; G191F; Y192V; L193H; Q194A; A195L; T196S; A197L; L198V; V199G; G200S; S201A; A202G; G203V; V204S; S205A; A206T; T207E; E208F; F209A; A210D; D211I; I212A; A213L; L214G; G215W; W216F; F217A; A218P; P219S; S220V; V221L; L222A; A223P; P224S; S226L; L227A; A229H; H230A; A231V; V232D; D233V; L234D; D235K; K236G; G237N; N238Y; Y239P; P240G; G241T; T242L; L243G; G244T; T245L; L246R; R247M; M248N; N249V; V250N; N251A; A252L; L253E; E254H; H255I; I256A; A257R; R258A; A260E; E262Q; Q263G; G264V; V265H; H266S; S267E; E268L; L269P; P270H; H271L; L272M; M273R; R274E; E275V; V276A; A277E; E278R; R279A; A280V; V281A; A282Q; Q283G; G284H; H285G; G286D; D287H; H288N; N289Y; Y290M; M291S; S292V; V293Y; Y294E; E295A; A296F; F297K; K298Q; Q299P; P300S; S301P; P302A; A303S; S304*; *305-,0.47910717,5.662786,26/08/2020,-7.44974E+17,0.548887558,1,6.172861 +6425,N3V,0.09808718,3.2758102,26/08/2020,-7.44974E+17,0.097736766,5,31.964977 +6426,N3Y,0.098611645,6.2762737,26/08/2020,-7.44974E+17,0.100387834,2,62.221256 +6427,N3Y; G55C; A59T; T81S; R148P; S220T; H230Y; L253P; H271Y,0.007433671,2.695719,26/08/2020,-7.44974E+17,0.004929297,1,524.8626 +6428,N3Y; L243P,0.0135108,3.5315254,26/08/2020,-7.44974E+17,0.01058648,1,343.17484 +6429,N42C,0.004982123,2.677109,26/08/2020,-7.44974E+17,0.003540212,2,658.00275 +6430,N42D,0.008326177,2.802952,26/08/2020,-7.44974E+17,0.006077165,1,470.4341 +6431,N42D; A111T; F142L; S220T,0.005421457,2.1515756,26/08/2020,-7.44974E+17,0.003000799,1,603.2713 +6432,N42D; A92E; N251S; A280P,0.003199255,1.4108394,26/08/2020,-7.44974E+17,0.001102927,1,779.968 +6433,N42D; D95V; P106S; W115R; M129L; Q194H; S220T; N289T,0.002963672,1.154441,26/08/2020,-7.44974E+17,0.000636235,1,777.30566 +6434,N42D; F142L; S145L; N238S; K298M,0.002377986,0.860876,26/08/2020,-7.44974E+17,0.000315885,1,801.2868 +6435,N42D; G104D; M185T; S220T,0.002665019,1.0976567,26/08/2020,-7.44974E+17,0.000588535,1,772.446 +6436,N42D; L119H; D233E; A282T; Y290N,0.002873977,1.1708431,26/08/2020,-7.44974E+17,0.000686293,1,752.27966 +6437,N42D; N102K; R148P; S160P; S220T; H230Y,0.002841028,1.1900806,26/08/2020,-7.44974E+17,0.000771301,1,784.93964 +6438,N42D; N78K; S220T; H230Y,0.049611844,4.7081356,26/08/2020,-7.44974E+17,0.047298698,1,110.209946 +6439,N42D; N78Y; Q107H; S220T,0.003375231,1.6464965,26/08/2020,-7.44974E+17,0.002130489,2,661.4184 +6440,N42D; P106L; A112V; L198Q; A296D,0.002175404,0.79837984,26/08/2020,-7.44974E+17,0.000207124,1,840.847 +6441,N42D; P219A,0.004384837,1.8943733,26/08/2020,-7.44974E+17,0.002099782,1,678.0781 +6442,N42D; Q54R; D287G,0.003550685,1.5037819,26/08/2020,-7.44974E+17,0.001129538,1,725.21063 +6443,N42D; Q54R; G136C; Y144N,0.003368244,1.4415488,26/08/2020,-7.44974E+17,0.001117738,1,734.5349 +6444,N42D; R137S; P164T; S220T; K236N; Q283E,0.016296554,3.7639358,26/08/2020,-7.44974E+17,0.013412381,1,301.49802 +6445,N42D; R148P; S220T; H230Y,0.012572225,3.4134367,26/08/2020,-7.44974E+17,0.010234862,1,359.02728 +6446,N42D; R43H; A112T; D118V; H154N; F217L; H271L,0.00289843,1.2451696,26/08/2020,-7.44974E+17,0.000819655,1,775.1658 +6447,N42D; S57T; A159T; A202S; N238Y; P240S; T242I; H255R; L269S; H271Q,0.001770355,0.5081073,26/08/2020,-7.44974E+17,4.59E-05,1,725.02826 +6448,N42D; T72S; E208G; S267T,0.002975947,1.2870926,26/08/2020,-7.44974E+17,0.000931508,1,743.42413 +6449,N42D; V130A; N190I; S220T,0.003401429,1.4952784,26/08/2020,-7.44974E+17,0.001328314,1,739.2484 +6450,N42D; V135E; L176F; L181I; P219A; V250M; S267A,0.002055117,0.7426935,26/08/2020,-7.44974E+17,0.000209222,1,756.97705 +6451,N42D; V66A; S220T; K298E,0.003587141,1.5779519,26/08/2020,-7.44974E+17,0.001418583,1,749.329 +6452,N42D; V99F; V141I; D287E,0.003326488,1.3960545,26/08/2020,-7.44974E+17,0.001128769,1,734.30286 +6453,N42E,0.002389289,0.83151,26/08/2020,-7.44974E+17,0.000292844,1,771.88696 +6454,N42F,0.000835255,1.1617253,26/08/2020,-7.44974E+17,0.000458159,6,1623.6772 +6455,N42F; E46K,0.002259716,0.7653353,26/08/2020,-7.44974E+17,0.000215042,1,804.67456 +6456,N42G,0.004942585,3.8488543,26/08/2020,-7.44974E+17,0.004269214,4,841.2894 +6457,N42H,0.001832918,1.4621965,26/08/2020,-7.44974E+17,0.001034969,3,998.7145 +6458,N42H; S220T; P240L; E278D,0.003199407,1.3495839,26/08/2020,-7.44974E+17,0.001074327,1,775.5161 +6459,N42I,0.001351291,0.99756104,26/08/2020,-7.44974E+17,0.000526811,3,1023.94574 +6460,N42I; A223S; E295G,0.002532245,0.92400986,26/08/2020,-7.44974E+17,0.000315874,1,760.3943 +6461,N42I; A48E; S220T,0.00228659,0.83657527,26/08/2020,-7.44974E+17,0.00024921,1,800.7512 +6462,N42I; A59T; G126C; S220T,0.00282593,1.1518422,26/08/2020,-7.44974E+17,0.00065313,1,777.04724 +6463,N42I; R148P; S220T; H230Y; L234F,0.008398194,2.9010823,26/08/2020,-7.44974E+17,0.005983241,1,484.30338 +6464,N42I; S220T; D287N,0.003401678,1.4026821,26/08/2020,-7.44974E+17,0.001171439,1,733.09216 +6465,N42I; S220T; V221M; P240Q; L253M,0.002354382,1.0480318,26/08/2020,-7.44974E+17,0.000607117,1,820.4351 +6466,N42I; T196A; V281I,0.004147316,1.7898659,26/08/2020,-7.44974E+17,0.001935862,1,699.35175 +6467,N42K; A112T,0.006971657,2.571506,26/08/2020,-7.44974E+17,0.004597644,1,526.82935 +6468,N42K; A112V; D118N; G162E; N289I,0.002112184,0.8080717,26/08/2020,-7.44974E+17,0.000237719,1,786.0188 +6469,N42K; A127D; M129K; L182P; S220T; V232D,0.003449406,1.5446713,26/08/2020,-7.44974E+17,0.001362007,1,725.5606 +6470,N42K; A59T; T63S; V199E; S220T; H230Y,0.001603251,0.43260288,26/08/2020,-7.44974E+17,1.80E-05,1,664.3584 +6471,N42K; E91G; P164L; D211Y; Q263L; S292T,0.00216729,0.7931178,26/08/2020,-7.44974E+17,0.000226597,1,775.23975 +6472,N42K; M74V; G126C; V130L; A159T; N178D; H183Y; S205C,0.009499069,3.148692,26/08/2020,-7.44974E+17,0.006939501,1,457.63504 +6473,N42K; P138T; A156D,0.003724705,1.5261221,26/08/2020,-7.44974E+17,0.001258823,1,729.1773 +6474,N42K; R148P; S220T; H230Y; V281I; Q299L; P300S,0.001818105,0.6140817,26/08/2020,-7.44974E+17,0.000101237,1,768.61523 +6475,N42K; R47P; P138L; L167I,0.003534761,1.5535622,26/08/2020,-7.44974E+17,0.001584071,1,725.9019 +6476,N42K; S103L; L134Q; S220T,0.006148299,2.3880897,26/08/2020,-7.44974E+17,0.003678869,1,578.3814 +6477,N42K; S220T; H230Y; K236N,0.005590049,2.2587714,26/08/2020,-7.44974E+17,0.003122863,1,590.3364 +6478,N42K; S220T; N289I,0.001615323,0.95764834,26/08/2020,-7.44974E+17,0.000556709,2,931.80164 +6479,N42K; S220T; V221M; H288R,0.002922298,1.2042855,26/08/2020,-7.44974E+17,0.000793483,1,773.07306 +6480,N42K; Y186F; S220T; H266Y,0.002483076,0.9198757,26/08/2020,-7.44974E+17,0.00033417,1,748.96735 +6481,N42K; Y290C,0.002669655,1.0767169,26/08/2020,-7.44974E+17,0.000566303,1,779.5651 +6482,N42L,0.001735647,1.0359854,26/08/2020,-7.44974E+17,0.000652024,2,911.3017 +6483,N42M; A228V,0.002269795,0.8413505,26/08/2020,-7.44974E+17,0.00030863,1,774.59735 +6484,N42P,0.001057623,0.98772055,26/08/2020,-7.44974E+17,0.000482809,4,1208.5718 +6485,N42Q,0.001902543,1.0736285,26/08/2020,-7.44974E+17,0.000710272,2,867.9538 +6486,N42R,0.00103967,0.93385607,26/08/2020,-7.44974E+17,0.000457478,4,1185.0737 +6487,N42S,0.004488038,2.7965279,26/08/2020,-7.44974E+17,0.003822874,3,704.735 +6488,N42S; A48T; G87V; M184K; S220T; I256T; A296S,0.003217723,1.3867965,26/08/2020,-7.44974E+17,0.001040663,1,757.3116 +6489,N42S; A53V; V99A; A156T; L198P; S220T,0.003029856,1.2758021,26/08/2020,-7.44974E+17,0.000825295,1,796.2424 +6490,N42S; A92S; Y144C; S220T; E295V,0.002969339,1.2170303,26/08/2020,-7.44974E+17,0.000783779,1,760.82526 +6491,N42S; D64V; E84G; D163G; S220T; E254A,0.00266585,1.1007388,26/08/2020,-7.44974E+17,0.000578897,1,803.15295 +6492,N42S; D95G; T242S,0.003471163,1.4964752,26/08/2020,-7.44974E+17,0.001230524,1,756.3399 +6493,N42S; E261G; G264D; P302T,0.007928188,2.7863486,26/08/2020,-7.44974E+17,0.005329766,1,517.4728 +6494,N42S; H154L; S220T; H266Y,0.002005719,1.19381,26/08/2020,-7.44974E+17,0.000883329,2,883.87115 +6495,N42S; I128T; S160T,0.003304877,1.4171051,26/08/2020,-7.44974E+17,0.001072372,1,742.6248 +6496,N42S; N100H; S220T,0.003326346,1.4021308,26/08/2020,-7.44974E+17,0.00112677,1,735.726 +6497,N42S; P45H; G55A; A80G; D118V; N251K; H255L,0.00307682,1.2424217,26/08/2020,-7.44974E+17,0.000806153,1,732.885 +6498,N42S; P45L; P132L; T207S; F209L; S220T; Y294F,0.0034231,1.407269,26/08/2020,-7.44974E+17,0.001036076,1,721.1089 +6499,N42S; S145P; D152E; L158P; S220T; G284V,0.002580874,1.0132467,26/08/2020,-7.44974E+17,0.000515803,1,747.4948 +6500,N42S; S220T; L227Q,0.004035793,1.7480285,26/08/2020,-7.44974E+17,0.001804777,1,715.7542 +6501,N42S; S57T; L214H; S220T,0.003343138,1.4606353,26/08/2020,-7.44974E+17,0.001283445,1,742.6825 +6502,N42S; T105I; R247S,0.003119637,1.3108284,26/08/2020,-7.44974E+17,0.000962272,1,750.447 +6503,N42S; T72S; S114L; P132T; A210T; Q299R,0.001778504,0.48121592,26/08/2020,-7.44974E+17,4.14E-05,1,732.6175 +6504,N42S; Y123H; M291T,0.003700358,1.5250466,26/08/2020,-7.44974E+17,0.001219469,1,722.88824 +6505,N42T,0.003588488,2.158127,26/08/2020,-7.44974E+17,0.002298506,2,768.3327 +6506,N42T; N190H; R247C,0.003018351,1.2859236,26/08/2020,-7.44974E+17,0.000793872,1,750.0115 +6507,N42T; T81I; G168E; W216R,0.003826319,1.6609308,26/08/2020,-7.44974E+17,0.001552095,1,710.9548 +6508,N42V,0.00159785,0.9710098,26/08/2020,-7.44974E+17,0.000494063,2,954.58044 +6509,N42Y; A48T; S220T,0.003655223,1.5600808,26/08/2020,-7.44974E+17,0.001414856,1,706.4092 +6510,N42Y; A56T; G104D; G146D,0.004132913,1.8331684,26/08/2020,-7.44974E+17,0.001978562,1,713.3163 +6511,N42Y; A59E; S220T,0.002843811,1.1831853,26/08/2020,-7.44974E+17,0.000726992,1,789.95197 +6512,N42Y; D95V; D233E,0.005944246,2.3932295,26/08/2020,-7.44974E+17,0.003513764,1,581.5743 +6513,N42Y; K236N,0.003549201,1.5333838,26/08/2020,-7.44974E+17,0.001419894,1,712.3615 +6514,N42Y; L158H; F166S; S220T,0.002622088,1.050957,26/08/2020,-7.44974E+17,0.000574244,1,783.69446 +6515,N42Y; M185L; G200R; S220T,0.005123871,2.0834155,26/08/2020,-7.44974E+17,0.002806284,1,613.44543 +6516,N42Y; M82I; L158P; S220T; H271R,0.00189958,1.1593779,26/08/2020,-7.44974E+17,0.000687394,2,936.4252 +6517,N42Y; N102S; T172A; M184T; S220T; N251Y; A280S,0.004016953,1.6252267,26/08/2020,-7.44974E+17,0.001518689,1,707.20874 +6518,N42Y; P45S; T121A; S220T; Q283R,0.002375834,0.8452633,26/08/2020,-7.44974E+17,0.000309119,1,802.2096 +6519,N42Y; R148P; H154L; S220T; H230Y,0.004041552,1.7602993,26/08/2020,-7.44974E+17,0.002003529,1,670.3489 +6520,N42Y; S220T; H230Y,0.00415135,1.7253153,26/08/2020,-7.44974E+17,0.00178834,1,696.2425 +6521,N42Y; Y186H,0.003812691,1.6256186,26/08/2020,-7.44974E+17,0.001508903,1,715.73413 +6522,N42Y; Y79H; G126D; R148P; S220T; H230Y,0.005566543,2.2177198,26/08/2020,-7.44974E+17,0.003262816,1,606.7597 +6523,N77A,0.06500323,5.328187,26/08/2020,-7.44974E+17,0.065619882,4,80.236595 +6524,N77C,0.029916259,5.5015182,26/08/2020,-7.44974E+17,0.028806982,3,191.12253 +6525,N77D,0.07461813,5.145432,26/08/2020,-7.44974E+17,0.072728137,4,67.312675 +6526,N77D; A116T; D170N,0.011626724,3.2577655,26/08/2020,-7.44974E+17,0.00931497,1,371.63055 +6527,N77D; A180S; D233E; N249H; V250A; E254K; A259T,0.15225415,1.4658473,26/08/2020,-7.44974E+17,0.139918602,10,8.647652 +6528,N77D; E153D; L253V; E268K; A303D,0.006436409,2.5124552,26/08/2020,-7.44974E+17,0.00431077,1,560.7734 +6529,N77D; N78S; A202S; S220T; G244C,0.002980384,1.8446246,26/08/2020,-7.44974E+17,0.001764776,2,829.1378 +6530,N77D; P132L; P224H,0.001860326,0.6676265,26/08/2020,-7.44974E+17,0.000135157,1,811.86835 +6531,N77D; R148P; L158P; M184I; S220T; H230Y; V250G; Q283E,0.003673814,1.6823198,26/08/2020,-7.44974E+17,0.001629799,1,730.7961 +6532,N77D; V175E; G203V; G215C; S220T; L222Q; A231S; N249S,0.007537263,2.7454293,26/08/2020,-7.44974E+17,0.005209274,1,508.12415 +6533,N77F,0.005377746,2.8271077,26/08/2020,-7.44974E+17,0.004182937,2,633.5904 +6534,N77H,0.005657163,3.409554,26/08/2020,-7.44974E+17,0.005394889,6,632.94586 +6535,N77H; M184I,0.008474738,2.9058053,26/08/2020,-7.44974E+17,0.006153149,1,474.10516 +6536,N77I,0.022710472,4.139543,26/08/2020,-7.44974E+17,0.020679153,1,224.1521 +6537,N77I; A127S; G146C; F166Y; N190I; D235G; E278D,0.003089572,1.3288784,26/08/2020,-7.44974E+17,0.000858265,1,752.931 +6538,N77I; F86I; S220T; P300Q,0.003127162,1.9195117,26/08/2020,-7.44974E+17,0.001923169,2,808.42566 +6539,N77I; G104C; L143M; F217L; S220T; G237C,0.002973134,1.2244512,26/08/2020,-7.44974E+17,0.000810493,1,775.3562 +6540,N77I; G87S; P133S; D139N; S220T; D287E,0.065293476,4.8672705,26/08/2020,-7.44974E+17,0.064232215,1,83.32735 +6541,N77I; L167H; S220T; H230R,0.003721579,1.6398742,26/08/2020,-7.44974E+17,0.001616294,1,703.0159 +6542,N77I; L173Q; A252V; P270S; E295D,0.005443729,2.28208,26/08/2020,-7.44974E+17,0.003541242,1,604.608 +6543,N77I; N78S; E91V; L124H,0.002812703,1.159493,26/08/2020,-7.44974E+17,0.000674701,1,769.0637 +6544,N77I; S220T; Q283L; V293D,0.003433774,1.4847202,26/08/2020,-7.44974E+17,0.001244285,1,732.11523 +6545,N77I; T157A; F209Y,0.002371764,0.98543733,26/08/2020,-7.44974E+17,0.00046797,1,803.9334 +6546,N77I; V99D; Y144H; A149V; M184I; L243M,0.004156101,1.778559,26/08/2020,-7.44974E+17,0.001798192,1,699.3853 +6547,N77K,0.044492368,4.525681,26/08/2020,-7.44974E+17,0.043378861,3,104.99067 +6548,N77K; A197T; G215C; S220T,0.002925069,1.1721807,26/08/2020,-7.44974E+17,0.000740714,1,751.0993 +6549,N77K; V130E; L181I; S220T; L227Q; S292C; Q299L,0.00216289,0.82300913,26/08/2020,-7.44974E+17,0.000300126,1,773.94324 +6550,N77L,0.006769205,2.5642545,26/08/2020,-7.44974E+17,0.004446238,1,542.0098 +6551,N77M,0.01902366,4.610197,26/08/2020,-7.44974E+17,0.017467331,2,269.58624 +6552,N77P,0.059690777,5.9191656,26/08/2020,-7.44974E+17,0.05915331,2,102.310555 +6553,N77Q,0.025045384,6.2562094,26/08/2020,-7.44974E+17,0.024171937,3,258.0311 +6554,N77R,0.021885857,3.6239345,26/08/2020,-7.44974E+17,0.01978136,2,188.86613 +6555,N77S,0.055041566,5.898017,26/08/2020,-7.44974E+17,0.053779523,2,110.96233 +6556,N77S; A159V,0.09804967,4.95443,26/08/2020,-7.44974E+17,0.099629604,1,54.80566 +6557,N77S; L119H; P132S; Y192F; S220T; A303V,0.003269676,1.3778464,26/08/2020,-7.44974E+17,0.001126381,1,726.3926 +6558,N77S; L181F; S220T; H230Y; I256V; P270S,0.002637261,1.13602,26/08/2020,-7.44974E+17,0.000662291,1,764.4295 +6559,N77S; R148P; S220T; H230Y,0.5448502,5.698747,26/08/2020,-7.44974E+17,0.630336143,1,4.6218057 +6560,N77S; T81S; L176I; S220T,0.45269892,5.605724,26/08/2020,-7.44974E+17,0.512381917,1,6.9487853 +6561,N77S; V99A; T188A,0.002611073,1.0908949,26/08/2020,-7.44974E+17,0.000575761,1,786.6779 +6562,N77S; Y83C; P132S; S220T; R279C,0.003404199,1.4486903,26/08/2020,-7.44974E+17,0.001236858,1,722.01215 +6563,N77T,0.028599784,4.2716923,26/08/2020,-7.44974E+17,0.027634802,1,175.23653 +6564,N77T; A223E,0.06284902,4.960851,26/08/2020,-7.44974E+17,0.05806865,1,90.15562 +6565,N77T; R155H; S220T,0.14367883,5.1577234,26/08/2020,-7.44974E+17,0.148351139,1,35.658287 +6566,N77V,0.03153561,4.4197464,26/08/2020,-7.44974E+17,0.029635901,1,168.78261 +6567,N77W,0.007777811,4.2780733,26/08/2020,-7.44974E+17,0.006934148,3,595.115 +6568,N77Y,0.008272965,2.8586075,26/08/2020,-7.44974E+17,0.006032666,1,478.04953 +6569,N77Y; A228G,0.004563553,1.925185,26/08/2020,-7.44974E+17,0.002188602,1,656.4553 +6570,N77Y; D95V; A169V; S220T; H271Y,0.002642678,1.1424491,26/08/2020,-7.44974E+17,0.000679513,1,802.74567 +6571,N77Y; E84V; S160P; F166L; F209L,0.002783667,1.1495808,26/08/2020,-7.44974E+17,0.000695241,1,769.1091 +6572,N77Y; F166S; S220T,0.002645158,1.107464,26/08/2020,-7.44974E+17,0.000618267,1,774.796 +6573,N77Y; S220T; Q263H; D287V; E295D,0.003552572,1.5890769,26/08/2020,-7.44974E+17,0.001498732,1,741.8103 +6574,N78A,0.033074047,4.5438356,26/08/2020,-7.44974E+17,0.030870736,1,166.61356 +6575,N78D,0.1407047,5.0946293,26/08/2020,-7.44974E+17,0.144543079,1,36.8134 +6576,N78D; A92V; L119H; G146R; H288L,0.005512255,2.2501128,26/08/2020,-7.44974E+17,0.003192252,1,602.4829 +6577,N78D; F86Y; L119I; S145T; H183D; S220T; V221M,0.002187531,0.7198057,26/08/2020,-7.44974E+17,0.000148398,1,760.7058 +6578,N78D; G126C; V130E; D170E; V199L; E262D,0.002138113,1.3509668,26/08/2020,-7.44974E+17,0.000927144,2,911.10614 +6579,N78D; R96H; P106Q; S220T; K236R,0.005261025,2.1483283,26/08/2020,-7.44974E+17,0.003207191,1,594.41583 +6580,N78D; S117K,0.09659365,2.3591154,26/08/2020,-7.44974E+17,0.095032716,2,27.02336 +6581,N78D; S220T,0.5825256,3.3055537,26/08/2020,-7.44974E+17,0.613143226,2,2.256466 +6582,N78D; V109M; N249S,0.002583823,1.026142,26/08/2020,-7.44974E+17,0.000468093,1,750.69995 +6583,N78E,0.091838695,3.570571,26/08/2020,-7.44974E+17,0.09408407,2,40.381016 +6584,N78E; A156S,0.046233434,4.587828,26/08/2020,-7.44974E+17,0.046390989,1,117.418976 +6585,N78F,0.009928261,3.9559662,26/08/2020,-7.44974E+17,0.008824158,2,450.55756 +6586,N78G,0.05524125,4.7904243,26/08/2020,-7.44974E+17,0.054128057,1,99.60867 +6587,N78H,0.033841778,3.9535053,26/08/2020,-7.44974E+17,0.032297651,2,128.86122 +6588,N78H; D147E; N289S,0.17253157,5.3323298,26/08/2020,-7.44974E+17,0.175086121,1,29.722809 +6589,N78H; G191E; L193P; L198R; P300A,0.003921017,1.6866435,26/08/2020,-7.44974E+17,0.001573768,1,678.7634 +6590,N78H; T157I; S220L; S226F; V232A; D233V,0.003698206,1.6166857,26/08/2020,-7.44974E+17,0.001488935,1,724.713 +6591,N78I,0.03094189,5.3535385,26/08/2020,-7.44974E+17,0.030175316,2,183.87753 +6592,N78I; R148H; S220T; H230Y,0.23589835,5.294344,26/08/2020,-7.44974E+17,0.250553593,1,19.591923 +6593,N78I; T105S; L243Q,0.019496238,3.986641,26/08/2020,-7.44974E+17,0.016539455,1,255.54582 +6594,N78I; T121S; W216C; S220T; A229V,0.004526323,1.9791001,26/08/2020,-7.44974E+17,0.00248649,1,674.838 +6595,N78I; T81S; N178I; S220T,0.00278017,1.1825145,26/08/2020,-7.44974E+17,0.000708377,1,770.7923 +6596,N78I; V97A; L143M; T188A; L234H; E262D; R274C; F297I,0.00253175,1.0019523,26/08/2020,-7.44974E+17,0.000476648,1,783.5384 +6597,N78K,0.10015482,3.005113,26/08/2020,-7.44974E+17,0.099060904,2,31.558989 +6598,N78K; A112G; S220T; E295D,0.015084761,3.6964924,26/08/2020,-7.44974E+17,0.012055785,1,317.7886 +6599,N78K; A127N; S220T,0.015411554,3.673318,26/08/2020,-7.44974E+17,0.012404555,1,311.54077 +6600,N78K; A159V; Q194L,0.04667502,4.7868905,26/08/2020,-7.44974E+17,0.043874906,1,121.34218 +6601,N78K; D125G; H154Y; S220T; E278A,0.029010713,4.355678,26/08/2020,-7.44974E+17,0.026381332,1,183.04051 +6602,N78K; N100Y; A111T,0.002355991,0.9269025,26/08/2020,-7.44974E+17,0.000341598,1,776.4248 +6603,N78K; R148P; S220T; H230Y,0.6315802,9.95328,26/08/2020,-7.44974E+17,0.646717139,10,5.7564335 +6604,N78K; S201Y; S220T,0.004868879,2.0524695,26/08/2020,-7.44974E+17,0.002700222,1,630.14764 +6605,N78L,0.037626117,4.5447555,26/08/2020,-7.44974E+17,0.036383625,1,144.02786 +6606,N78M,0.03405499,4.393577,26/08/2020,-7.44974E+17,0.032716742,5,131.5087 +6607,N78P,0.006212517,1.0643319,26/08/2020,-7.44974E+17,0.005290063,2,256.93448 +6608,N78Q,0.16162556,5.2246246,26/08/2020,-7.44974E+17,0.163404117,1,31.683943 +6609,N78R,0.044840377,5.208879,26/08/2020,-7.44974E+17,0.042831584,3,119.56827 +6610,N78S,0.07864025,3.575216,26/08/2020,-7.44974E+17,0.079617424,3,46.514004 +6611,N78S; D139E; S220T; N238Y; A259V,0.124995045,5.014222,26/08/2020,-7.44974E+17,0.130087813,1,41.474377 +6612,N78S; F86L; D95G; N100I; G136C; V276D,0.008034295,2.8222463,26/08/2020,-7.44974E+17,0.005772148,1,479.79993 +6613,N78S; L189S; I212N; S220T,0.03523693,4.5098267,26/08/2020,-7.44974E+17,0.032034032,1,154.40541 +6614,N78S; R148P; S220T; H230Y,0.56188965,5.7463784,26/08/2020,-7.44974E+17,0.654599352,1,4.3616357 +6615,N78S; Y123F,0.006284114,2.444431,26/08/2020,-7.44974E+17,0.003967956,1,563.4868 +6616,N78T,0.09370625,4.1763983,26/08/2020,-7.44974E+17,0.092886606,4,43.000164 +6617,N78T; S220T,0.66499984,5.4287944,26/08/2020,-7.44974E+17,0.728766466,2,2.4871652 +6618,N78T; T81I; V141L,0.04765163,4.6836843,26/08/2020,-7.44974E+17,0.046749902,1,113.47646 +6619,N78W,0.003513338,2.11956,26/08/2020,-7.44974E+17,0.00243389,2,757.3754 +6620,N78Y,0.013553888,3.5217607,26/08/2020,-7.44974E+17,0.010926496,1,339.04547 +6621,N78Y; D118H; Y186C; S220T,0.003547759,1.5131712,26/08/2020,-7.44974E+17,0.001371307,1,743.6615 +6622,N78Y; D147V; L173Q; S220T; F297L,0.004061152,1.7039449,26/08/2020,-7.44974E+17,0.001919825,1,687.54736 +6623,N78Y; G120D; S220T; V281I,0.017249323,3.8780124,26/08/2020,-7.44974E+17,0.014394206,1,281.46927 +6624,N78Y; S220T,0.052451305,4.6864443,26/08/2020,-7.44974E+17,0.052529075,1,102.96126 +6625,N78Y; T105I; T172S; M185V; S220T,0.003568682,1.4719248,26/08/2020,-7.44974E+17,0.001230304,1,713.083 +6626,N78Y; V135G,0.002605502,1.0299895,26/08/2020,-7.44974E+17,0.000492794,1,794.18524 +6627,N78Y; Y79H; L124I; S220T; E254V; Y294H,0.003073705,1.305184,26/08/2020,-7.44974E+17,0.000887428,1,779.0956 +6628,P106A,0.026471334,3.0405235,26/08/2020,-7.44974E+17,0.026861186,10,116.077484 +6629,P106A; S220T,0.36026037,5.4318566,26/08/2020,-7.44974E+17,0.403411945,1,10.422408 +6630,P106A; V141L; H154N; L161Q; L173P; S220T; G264D; H288L,0.002263784,0.86246794,26/08/2020,-7.44974E+17,0.000320523,1,770.523 +6631,P106C,0.03090393,0.93340915,26/08/2020,-7.44974E+17,0.03204819,3,40.160126 +6632,P106D,0.013135992,0.5578299,26/08/2020,-7.44974E+17,0.012297455,3,68.06455 +6633,P106E,0.004925393,0.5478569,26/08/2020,-7.44974E+17,0.004629449,8,141.0552 +6634,P106F,0.00500842,0.94783163,26/08/2020,-7.44974E+17,0.004570061,6,230.11348 +6635,P106G,0.01915474,2.919541,26/08/2020,-7.44974E+17,0.018716451,6,159.7681 +6636,P106G; E108K,0.002176529,0.698178,26/08/2020,-7.44974E+17,0.000165893,1,766.1887 +6637,P106H,0.001901575,1.319596,26/08/2020,-7.44974E+17,0.001275861,4,849.5069 +6638,P106I,0.02670113,1.601433,26/08/2020,-7.44974E+17,0.025772463,6,65.503845 +6639,P106K,0.015234084,0.9567579,26/08/2020,-7.44974E+17,0.014222038,11,68.52113 +6640,P106L,0.05035642,1.5035813,26/08/2020,-7.44974E+17,0.051818203,7,31.2918 +6641,P106L; D163N; S220T; A223S; G264D,0.013108177,3.4822748,26/08/2020,-7.44974E+17,0.010734702,1,349.36905 +6642,P106L; H183R; A187T; Q194K; S220T; H230Y; T245I,0.00646907,2.4719896,26/08/2020,-7.44974E+17,0.003898888,1,554.34375 +6643,P106L; I128N; A149G; T157A; D170E,0.002785707,1.2374767,26/08/2020,-7.44974E+17,0.000901727,1,774.7017 +6644,P106L; L214H,0.005834956,2.3525696,26/08/2020,-7.44974E+17,0.003701835,1,576.26447 +6645,P106L; P171H; A174V; H285R; P300A,0.002501216,0.9197437,26/08/2020,-7.44974E+17,0.000349725,1,763.26447 +6646,P106L; R148P; S220T; H230Y; M248R,0.003166576,1.3436902,26/08/2020,-7.44974E+17,0.001002072,1,761.9803 +6647,P106L; R155C; M184K; S220T,0.004334544,1.7956412,26/08/2020,-7.44974E+17,0.001837292,1,698.35333 +6648,P106L; S220T; S292F,0.002947256,1.1310815,26/08/2020,-7.44974E+17,0.000658883,1,728.6376 +6649,P106M,0.051805656,4.766079,26/08/2020,-7.44974E+17,0.05008321,1,105.6961 +6650,P106M; E108K,0.004965321,1.6630133,26/08/2020,-7.44974E+17,0.003615665,2,449.24826 +6651,P106N,0.002614383,1.5703763,26/08/2020,-7.44974E+17,0.002329382,8,656.7676 +6652,P106Q,0.009766338,2.0599616,26/08/2020,-7.44974E+17,0.008890756,4,236.80615 +6653,P106Q; F209Y; D211V; S225P,0.003165044,1.3187037,26/08/2020,-7.44974E+17,0.000966858,1,745.8046 +6654,P106Q; P133L; S220T; D287N,0.003512081,1.5409642,26/08/2020,-7.44974E+17,0.001370477,1,750.54346 +6655,P106Q; Q107P; E275D,0.003648767,1.5222542,26/08/2020,-7.44974E+17,0.001471038,1,712.87195 +6656,P106R,0.024663383,0.9320197,26/08/2020,-7.44974E+17,0.024133182,8,42.579002 +6657,P106S,0.009121407,1.9852461,26/08/2020,-7.44974E+17,0.007917254,2,282.2099 +6658,P106S; A197T,0.007658578,0.68137676,26/08/2020,-7.44974E+17,0.007242379,2,148.67636 +6659,P106S; D211V; E261K; N289D,0.002090895,0.705165,26/08/2020,-7.44974E+17,0.000160008,1,817.7005 +6660,P106S; D235E; V250M; M291V,0.003503019,1.527917,26/08/2020,-7.44974E+17,0.001389497,1,724.87177 +6661,P106S; E108V; T121S; A127V; S220T,0.00259476,1.0269575,26/08/2020,-7.44974E+17,0.000504785,1,770.43414 +6662,P106S; F142V; D147V; S220T,0.003671319,1.5811307,26/08/2020,-7.44974E+17,0.001456446,1,720.7453 +6663,P106S; F166L; S220T,0.00255069,1.0342735,26/08/2020,-7.44974E+17,0.000546631,1,824.9575 +6664,P106S; F217L; S220T; K236N,0.003662134,1.5605513,26/08/2020,-7.44974E+17,0.00139078,1,711.36194 +6665,P106S; I212T; W216R; G237D; A260V; M291K,0.0021743,0.78740215,26/08/2020,-7.44974E+17,0.000197546,1,783.33 +6666,P106S; S220T; N238D,0.033778414,4.487223,26/08/2020,-7.44974E+17,0.031327021,1,161.6327 +6667,P106T,0.015620935,3.314532,26/08/2020,-7.44974E+17,0.015397783,7,219.65823 +6668,P106T; F166C; S220T,0.00348284,1.4743886,26/08/2020,-7.44974E+17,0.001223591,1,710.1222 +6669,P106V,0.024157079,2.2368538,26/08/2020,-7.44974E+17,0.02394669,6,98.33635 +6670,P106W,0.005721458,0.7986602,26/08/2020,-7.44974E+17,0.005176704,5,180.0123 +6671,P106Y,0.005625955,0.74580735,26/08/2020,-7.44974E+17,0.005235337,9,153.85648 +6672,P12A,0.050690025,4.6392374,26/08/2020,-7.44974E+17,0.049660726,1,106.507034 +6673,P12D,0.054927472,4.7957926,26/08/2020,-7.44974E+17,0.053023355,1,100.78678 +6674,P12H; A53V; V66M; P171L; V276A,0.002709197,1.0865833,26/08/2020,-7.44974E+17,0.000595005,1,795.7026 +6675,P12H; A92V; R148P; S220T; H230Y,0.5566274,5.5155926,26/08/2020,-7.44974E+17,0.667086088,1,4.2741456 +6676,P12H; L143M; V175A,0.024610179,4.19852,26/08/2020,-7.44974E+17,0.0213319,1,212.74568 +6677,P12H; L176F; L198Q; S220T; V281A,0.002738145,1.0875006,26/08/2020,-7.44974E+17,0.000601364,1,754.68445 +6678,P12H; M82L; A169V; S205G,0.014036967,3.6023526,26/08/2020,-7.44974E+17,0.010997794,1,335.76608 +6679,P12H; S220T,0.62917626,6.832952,26/08/2020,-7.44974E+17,0.697112849,2,3.8143668 +6680,P12H; S49C; A127D; R148P; D170V; S220T; H230Y; V250L,0.003470441,1.4395853,26/08/2020,-7.44974E+17,0.001245986,1,732.7763 +6681,P12H; T38M; L51P; N102S; D152N; A159G; T179I; S220T,0.004650169,1.9422734,26/08/2020,-7.44974E+17,0.002373357,1,683.13727 +6682,P12H; T39A; S220T; H230L; V250A,0.010345872,3.195883,26/08/2020,-7.44974E+17,0.007866972,1,412.97928 +6683,P12H; V17E; P70S; M129K,0.006550305,2.541076,26/08/2020,-7.44974E+17,0.004435539,1,549.12897 +6684,P12H; V66M; V141E; V204A; S220T; A231T,0.002614518,1.0913281,26/08/2020,-7.44974E+17,0.000625304,1,757.1688 +6685,P12I,0.06674167,4.8691783,26/08/2020,-7.44974E+17,0.064513674,1,82.74637 +6686,P12K,0.035507713,4.538384,26/08/2020,-7.44974E+17,0.032475503,1,153.73239 +6687,P12L; E91V; S220T; V221E; V250A,0.027327523,4.310627,26/08/2020,-7.44974E+17,0.024308894,1,195.49805 +6688,P12L; G162R; S220T; S225P,0.002602418,1.0581686,26/08/2020,-7.44974E+17,0.000553162,1,788.8741 +6689,P12L; L27H; V113I; S201F; S220T,0.003076506,1.2670208,26/08/2020,-7.44974E+17,0.000886726,1,738.0522 +6690,P12L; P171T; L182Q; E261V; A277V,0.002391135,0.8147104,26/08/2020,-7.44974E+17,0.000260299,1,772.888 +6691,P12L; T72S; L101V; M129L; V199A; L222Q; A231T; N251H,0.003541355,1.5159588,26/08/2020,-7.44974E+17,0.001349692,1,730.7436 +6692,P12L; V15G; K34Q; P37H; V109E; V113A; V135E; S220T,0.003114408,1.314134,26/08/2020,-7.44974E+17,0.000991953,1,763.1931 +6693,P12L; V18I; M248T; N289Y; K298M,0.002896852,1.204864,26/08/2020,-7.44974E+17,0.000760104,1,775.8054 +6694,P12M,0.29421887,5.378431,26/08/2020,-7.44974E+17,0.305770092,2,13.677329 +6695,P12Q,0.23656888,5.3540025,26/08/2020,-7.44974E+17,0.248888452,1,19.592443 +6696,P12Q; G126V; R247C,0.002271047,0.8124767,26/08/2020,-7.44974E+17,0.000236828,1,745.3335 +6697,P12R,0.116189286,4.758519,26/08/2020,-7.44974E+17,0.11662329,2,39.960583 +6698,P12R; A169S; D211G; S220T,0.28189653,5.2757983,26/08/2020,-7.44974E+17,0.315351319,1,14.94906 +6699,P12R; H271P,0.003059614,1.2346864,26/08/2020,-7.44974E+17,0.000750466,1,774.276 +6700,P12R; Q194R; V199L,0.003203263,1.3136219,26/08/2020,-7.44974E+17,0.001007646,1,745.25006 +6701,P12R; R148P; S220T; H230Y; M291R,0.004956643,2.024438,26/08/2020,-7.44974E+17,0.002596126,1,627.1517 +6702,P12S,0.05958685,4.929649,26/08/2020,-7.44974E+17,0.057662983,1,93.820885 +6703,P12S; D64G; F86S; L119F; G203D; S220T; V250E,0.002701977,1.1472259,26/08/2020,-7.44974E+17,0.000661529,1,769.6663 +6704,P12S; E254D; F297Y; S301G,0.005116522,2.176346,26/08/2020,-7.44974E+17,0.002742143,1,642.2447 +6705,P12S; G35D; P106A; P131S; V175A; A260T,0.003712762,1.4483485,26/08/2020,-7.44974E+17,0.001177051,1,702.9406 +6706,P12S; P131Q; S220T,0.5722049,5.7962155,26/08/2020,-7.44974E+17,0.67199821,1,4.1529775 +6707,P12S; S201P; N251Y,0.003572498,1.5520889,26/08/2020,-7.44974E+17,0.001513576,1,719.313 +6708,P12S; T16M; A80V; T196A; S220T,0.003170921,1.3552508,26/08/2020,-7.44974E+17,0.001015976,1,747.7879 +6709,P12S; V17A; T39A; G104C; P106S; T172I; V204E; S220A,0.003210633,1.4200573,26/08/2020,-7.44974E+17,0.001161172,1,747.1898 +6710,P12T,0.09700528,6.0078564,26/08/2020,-7.44974E+17,0.097949635,3,59.02545 +6711,P12T; A33T; L182Q; T207I; S220T; M248T,0.002624053,1.0642017,26/08/2020,-7.44974E+17,0.000606234,1,748.4025 +6712,P12T; D64G; M129K; R247S,0.008077036,2.8443263,26/08/2020,-7.44974E+17,0.005858951,1,507.06903 +6713,P12T; F86L; L134P; V150E; R155H; F166S; S220T,0.004428036,1.861811,26/08/2020,-7.44974E+17,0.002093594,1,672.19666 +6714,P12T; L167H; S205R; L227Q; E254V,0.00342297,1.4833766,26/08/2020,-7.44974E+17,0.001212104,1,749.158 +6715,P12T; L173M; S220T; T242N,0.4312248,5.5336957,26/08/2020,-7.44974E+17,0.493712671,1,7.5265737 +6716,P12T; L51Q; S103P,0.002596749,0.9696265,26/08/2020,-7.44974E+17,0.000410725,1,776.61926 +6717,P12T; S220T,0.305398,5.398235,26/08/2020,-7.44974E+17,0.33447194,1,13.562033 +6718,P12T; V71I; M185I; S220T,0.020562194,4.043436,26/08/2020,-7.44974E+17,0.018246694,1,248.73193 +6719,P12V,0.05153588,4.6392717,26/08/2020,-7.44974E+17,0.048884431,2,95.80482 +6720,P12W,0.022376481,4.1468854,26/08/2020,-7.44974E+17,0.01983949,1,229.72061 +6721,P131A,0.046387002,4.6941934,26/08/2020,-7.44974E+17,0.043750888,1,118.760414 +6722,P131A; A169T; A206D; S220T; V276G,0.002740066,1.0994493,26/08/2020,-7.44974E+17,0.00061397,1,783.2141 +6723,P131A; G136D; R165L; E262D; Q299H,0.008754237,2.926747,26/08/2020,-7.44974E+17,0.006142986,1,462.52826 +6724,P131C,0.020598883,4.1020417,26/08/2020,-7.44974E+17,0.018117484,1,245.17804 +6725,P131D,0.18079376,5.258609,26/08/2020,-7.44974E+17,0.189754548,1,27.633804 +6726,P131E,0.07987284,4.7445426,26/08/2020,-7.44974E+17,0.077653786,2,61.093193 +6727,P131F,0.004840537,3.8189728,26/08/2020,-7.44974E+17,0.004269975,4,851.11975 +6728,P131G,0.038353447,3.8003004,26/08/2020,-7.44974E+17,0.036452606,2,109.097336 +6729,P131H,0.061639894,4.9916654,26/08/2020,-7.44974E+17,0.057884867,1,91.73885 +6730,P131L,0.005590289,3.5380757,26/08/2020,-7.44974E+17,0.005090826,4,681.04083 +6731,P131L; D163E; S220T,0.043192267,4.659547,26/08/2020,-7.44974E+17,0.040563872,1,126.24956 +6732,P131L; M248L,0.008792968,2.9352477,26/08/2020,-7.44974E+17,0.006054841,1,458.38718 +6733,P131L; T157A,0.003304339,1.4176856,26/08/2020,-7.44974E+17,0.001153946,1,747.0949 +6734,P131L; V150E,0.001788439,0.57256263,26/08/2020,-7.44974E+17,7.55E-05,1,746.7017 +6735,P131M,0.03493468,4.457179,26/08/2020,-7.44974E+17,0.034413921,2,139.4746 +6736,P131N,0.09543419,5.7283444,26/08/2020,-7.44974E+17,0.096095429,2,59.74495 +6737,P131Q,0.15575546,5.1838474,26/08/2020,-7.44974E+17,0.159070344,1,32.713615 +6738,P131Q; R148P; S220T; H230Y,0.55926675,5.9691668,26/08/2020,-7.44974E+17,0.611006017,2,4.642295 +6739,P131R,0.025606489,5.8999376,26/08/2020,-7.44974E+17,0.025195888,3,239.05125 +6740,P131S,0.051914025,5.7963758,26/08/2020,-7.44974E+17,0.050905096,4,111.35958 +6741,P131S; A257V; S301R,0.004684051,1.9160295,26/08/2020,-7.44974E+17,0.002428104,1,632.71094 +6742,P131S; D139G; W216G; S220T,0.011404311,3.2810173,26/08/2020,-7.44974E+17,0.008766049,1,385.36273 +6743,P131S; S220T; H230Y,0.62421167,5.9194756,26/08/2020,-7.44974E+17,0.753536858,1,3.1413238 +6744,P131T,0.030501053,5.493198,26/08/2020,-7.44974E+17,0.029754732,4,183.83955 +6745,P131T; M185I; N238S; M248V,0.002073084,0.8135825,26/08/2020,-7.44974E+17,0.00026573,1,762.2387 +6746,P131T; N178I; S220T; P270A,0.003212649,1.3689992,26/08/2020,-7.44974E+17,0.001044394,1,747.8792 +6747,P131T; V135L; E275G; D287G,0.002919161,1.2191639,26/08/2020,-7.44974E+17,0.000750056,1,764.72504 +6748,P131V,0.016556365,3.3297615,26/08/2020,-7.44974E+17,0.015138989,2,233.26984 +6749,P131W,0.007849178,3.821795,26/08/2020,-7.44974E+17,0.006731559,3,538.211 +6750,P131Y,0.010508856,3.2547603,26/08/2020,-7.44974E+17,0.00792031,1,418.9645 +6751,P132A,0.008570266,2.881292,26/08/2020,-7.44974E+17,0.00729925,2,405.33276 +6752,P132C,0.010727923,4.311812,26/08/2020,-7.44974E+17,0.010133766,4,424.77267 +6753,P132F,0.001450324,1.177126,26/08/2020,-7.44974E+17,0.00062538,3,1070.0292 +6754,P132G,0.008786356,5.142151,26/08/2020,-7.44974E+17,0.008254399,4,612.1815 +6755,P132H,0.001804517,1.1255543,26/08/2020,-7.44974E+17,0.000668176,2,914.34717 +6756,P132I,0.016661245,3.8239708,26/08/2020,-7.44974E+17,0.014058603,1,291.47626 +6757,P132K,0.001646375,1.3336562,26/08/2020,-7.44974E+17,0.000838278,3,1034.594 +6758,P132L,0.005708256,1.5970936,26/08/2020,-7.44974E+17,0.004390396,2,384.331 +6759,P132L; D170E,0.004430455,1.8793832,26/08/2020,-7.44974E+17,0.002325232,1,643.0779 +6760,P132L; F217C; S220T,0.003033088,1.2122308,26/08/2020,-7.44974E+17,0.000724654,1,765.2721 +6761,P132L; P133T; S220T; H230Y,0.01751031,3.8352242,26/08/2020,-7.44974E+17,0.014996658,1,272.00778 +6762,P132N,0.001382502,0.9684742,26/08/2020,-7.44974E+17,0.000571646,3,996.9418 +6763,P132Q,0.001808333,2.0561862,26/08/2020,-7.44974E+17,0.001302151,5,1274.476 +6764,P132Q; D163G; S267P; A280D,0.002867401,1.1172365,26/08/2020,-7.44974E+17,0.000619858,1,783.37805 +6765,P132Q; T172A; S220T,0.007106154,2.6270835,26/08/2020,-7.44974E+17,0.004892023,1,515.4873 +6766,P132R,0.001925864,1.5740123,26/08/2020,-7.44974E+17,0.001098221,3,1020.66266 +6767,P132R; R148P; S220T; H230Y,0.005341973,2.1670492,26/08/2020,-7.44974E+17,0.002857288,1,643.16907 +6768,P132S; A218T; S220T; T242N; K298E,0.003274367,1.4327861,26/08/2020,-7.44974E+17,0.001168002,1,724.79517 +6769,P132S; R148H; S220T; P240S,0.004597907,1.9293649,26/08/2020,-7.44974E+17,0.002295132,1,643.2874 +6770,P132S; V135I; D147G; M248V,0.003805307,1.5954119,26/08/2020,-7.44974E+17,0.001548486,1,688.3564 +6771,P132S; V150M; V175E; Y177N; W216R,0.002657726,1.1660242,26/08/2020,-7.44974E+17,0.000757103,1,806.8069 +6772,P132S; Y186F; A218T,0.005128961,2.0890532,26/08/2020,-7.44974E+17,0.002603686,1,619.9642 +6773,P132T,0.019409236,5.6624074,26/08/2020,-7.44974E+17,0.018557415,3,305.30087 +6774,P132V,0.025123721,4.1826434,26/08/2020,-7.44974E+17,0.023714502,1,205.25603 +6775,P132W,0.001405799,1.0600133,26/08/2020,-7.44974E+17,0.000596627,3,1055.4923 +6776,P132Y,0.00155511,0.9479348,26/08/2020,-7.44974E+17,0.000476743,2,934.12366 +6777,P133A,0.0660515,4.8063316,26/08/2020,-7.44974E+17,0.066549798,1,82.68907 +6778,P133D,0.25372493,5.1888947,26/08/2020,-7.44974E+17,0.272624209,1,17.437902 +6779,P133E,0.06583545,4.9725714,26/08/2020,-7.44974E+17,0.063431528,1,84.71389 +6780,P133F,0.028686369,8.800159,26/08/2020,-7.44974E+17,0.028736411,8,302.79166 +6781,P133F; V135L,0.008207995,2.9366362,26/08/2020,-7.44974E+17,0.005871599,1,480.6667 +6782,P133G,0.07386453,4.256458,26/08/2020,-7.44974E+17,0.073931999,3,58.21677 +6783,P133H,0.0627003,5.1839604,26/08/2020,-7.44974E+17,0.061473602,2,85.90129 +6784,P133H; G168V; S220T,0.003742148,1.5456442,26/08/2020,-7.44974E+17,0.001293052,1,714.288 +6785,P133H; S220T,0.4401448,5.464728,26/08/2020,-7.44974E+17,0.506954295,1,7.129921 +6786,P133I,0.046039928,7.6309943,26/08/2020,-7.44974E+17,0.045724589,5,162.9111 +6787,P133K,0.060453687,4.8768396,26/08/2020,-7.44974E+17,0.057940797,1,91.640526 +6788,P133L,0.05155309,6.628557,26/08/2020,-7.44974E+17,0.050740071,5,126.489624 +6789,P133L; A149V; D233V,0.006127013,2.436937,26/08/2020,-7.44974E+17,0.003424671,1,589.39105 +6790,P133L; G136D; S220T; D233V; L234R,0.002487776,0.98248905,26/08/2020,-7.44974E+17,0.000432081,1,749.8596 +6791,P133L; L193F; S220T; G284A; K298E,0.00236637,0.97278595,26/08/2020,-7.44974E+17,0.0004686,1,789.37537 +6792,P133M,0.040225383,5.493972,26/08/2020,-7.44974E+17,0.039585606,3,139.74142 +6793,P133N,0.26704082,5.354181,26/08/2020,-7.44974E+17,0.288986271,1,16.488686 +6794,P133Q,0.18066101,5.337806,26/08/2020,-7.44974E+17,0.185583162,1,27.877285 +6795,P133R,0.023142558,4.184082,26/08/2020,-7.44974E+17,0.020572565,1,224.24779 +6796,P133S; N178D; Q299K,0.012801742,3.4624908,26/08/2020,-7.44974E+17,0.009922011,1,361.88574 +6797,P133T,0.092916116,5.1430006,26/08/2020,-7.44974E+17,0.094295854,2,55.494934 +6798,P133V,0.048994433,5.453918,26/08/2020,-7.44974E+17,0.048857236,2,116.42813 +6799,P133W,0.03913736,3.6090567,26/08/2020,-7.44974E+17,0.03787389,3,98.18433 +6800,P133Y,0.04623308,5.717551,26/08/2020,-7.44974E+17,0.04548628,2,129.19174 +6801,P138A,0.06358181,5.2958207,26/08/2020,-7.44974E+17,0.062991399,4,82.08372 +6802,P138C,0.04485441,4.464635,26/08/2020,-7.44974E+17,0.044457697,2,105.40064 +6803,P138D,0.11029027,3.1985385,26/08/2020,-7.44974E+17,0.111157326,4,27.823448 +6804,P138E,0.042753953,4.6362143,26/08/2020,-7.44974E+17,0.03945288,1,128.13298 +6805,P138F,0.035901263,4.46083,26/08/2020,-7.44974E+17,0.035557861,1,147.5231 +6806,P138H,0.046882045,5.2898684,26/08/2020,-7.44974E+17,0.047757061,3,115.34881 +6807,P138I,0.08053744,5.0621023,26/08/2020,-7.44974E+17,0.078594341,1,69.679665 +6808,P138K,0.12730996,3.7392278,26/08/2020,-7.44974E+17,0.128084489,4,27.309044 +6809,P138L,0.058559533,4.7549005,26/08/2020,-7.44974E+17,0.058591168,1,92.48192 +6810,P138L; A159D; V175M; S220T; P224H,0.012145119,3.4586778,26/08/2020,-7.44974E+17,0.009951355,1,372.80817 +6811,P138L; A195S; L272P; E278K; Q283R,0.002719697,1.1270478,26/08/2020,-7.44974E+17,0.000638131,1,783.86237 +6812,P138L; D147V; L167H; Q263H; E275G,0.002991942,1.2275499,26/08/2020,-7.44974E+17,0.000742504,1,794.567 +6813,P138L; F166Y,0.090255685,4.9544516,26/08/2020,-7.44974E+17,0.092221505,1,59.626106 +6814,P138L; G203V; S220T; P300R,0.00379642,1.6597494,26/08/2020,-7.44974E+17,0.001676271,1,698.7531 +6815,P138L; H255R,0.002634167,1.060159,26/08/2020,-7.44974E+17,0.000604957,1,784.6183 +6816,P138L; L189S; L193P; S220T; Q283L,0.002960375,1.2954009,26/08/2020,-7.44974E+17,0.00089702,1,807.73206 +6817,P138L; M185T; G191V,0.008000023,2.74952,26/08/2020,-7.44974E+17,0.005581844,1,487.26566 +6818,P138L; P240Q,0.02230476,4.1518292,26/08/2020,-7.44974E+17,0.01923328,1,231.82436 +6819,P138L; S220T; A282T,0.4757563,5.7172947,26/08/2020,-7.44974E+17,0.53991306,1,6.387098 +6820,P138M,0.040645733,6.1847887,26/08/2020,-7.44974E+17,0.040966098,3,155.21638 +6821,P138M; A140V,0.002885146,1.1914337,26/08/2020,-7.44974E+17,0.000714328,1,791.1278 +6822,P138N,0.1307551,4.661244,26/08/2020,-7.44974E+17,0.131996786,3,33.136604 +6823,P138Q,0.063565485,5.9794474,26/08/2020,-7.44974E+17,0.06373551,2,96.21493 +6824,P138Q; D152N; D170Y; A195T,0.002313005,0.89634055,26/08/2020,-7.44974E+17,0.000333552,1,804.3541 +6825,P138Q; P171H; D235G; E275G,0.004325748,1.8402687,26/08/2020,-7.44974E+17,0.002038736,1,696.0406 +6826,P138Q; S201F,0.003062188,1.3794824,26/08/2020,-7.44974E+17,0.000999956,1,781.02747 +6827,P138Q; S201P; P240S; A280D,0.004360583,1.8251611,26/08/2020,-7.44974E+17,0.001886462,1,682.9358 +6828,P138Q; S220T; H230Y; N289Y; P302Q,0.005038656,2.1195178,26/08/2020,-7.44974E+17,0.002793219,1,620.5273 +6829,P138R,0.055675752,4.8833413,26/08/2020,-7.44974E+17,0.053019331,1,101.14882 +6830,P138S,0.082613006,5.101221,26/08/2020,-7.44974E+17,0.079662256,3,59.980373 +6831,P138S; A257T,0.022461684,4.07056,26/08/2020,-7.44974E+17,0.020677143,1,225.45013 +6832,P138S; D152G; T188S; S220T,0.07314042,4.904087,26/08/2020,-7.44974E+17,0.072386326,1,75.51562 +6833,P138S; S220T,0.5974282,3.5866864,26/08/2020,-7.44974E+17,0.641103939,2,2.2771118 +6834,P138T,0.042678386,3.525727,26/08/2020,-7.44974E+17,0.041522025,2,92.34936 +6835,P138T; M273R,0.002873907,1.19518,26/08/2020,-7.44974E+17,0.000772441,1,750.4088 +6836,P138T; S220T; E262G,0.13645574,5.23304,26/08/2020,-7.44974E+17,0.136938796,1,38.75267 +6837,P138Y,0.03798825,6.4184823,26/08/2020,-7.44974E+17,0.037747662,3,171.42943 +6838,P14A,0.13114554,5.1292763,26/08/2020,-7.44974E+17,0.135305834,1,40.420277 +6839,P14A; N42I; A80V; Y83H; T157N; L246P,0.002004421,0.70353895,26/08/2020,-7.44974E+17,0.000150161,1,767.2779 +6840,P14A; T38S; G126C; P132Q; P240Q; R274C; M291I,0.002207861,0.7598945,26/08/2020,-7.44974E+17,0.00020412,1,772.8442 +6841,P14C,0.04196976,3.4531956,26/08/2020,-7.44974E+17,0.04178818,3,87.08025 +6842,P14E,0.0325938,4.463155,26/08/2020,-7.44974E+17,0.030164738,1,167.48929 +6843,P14F,0.006664767,3.3512137,26/08/2020,-7.44974E+17,0.005831234,3,557.901 +6844,P14G,0.031025369,4.421118,26/08/2020,-7.44974E+17,0.028443185,1,170.17715 +6845,P14G; V18F,0.005358237,2.2025168,26/08/2020,-7.44974E+17,0.003115245,1,604.59485 +6846,P14H,0.032077465,5.41225,26/08/2020,-7.44974E+17,0.030806218,2,181.2101 +6847,P14I,0.004596601,1.9851043,26/08/2020,-7.44974E+17,0.002559572,1,668.8281 +6848,P14K,0.052105945,6.2206244,26/08/2020,-7.44974E+17,0.051662997,3,120.26448 +6849,P14L,0.006641113,3.5915911,26/08/2020,-7.44974E+17,0.005544687,3,597.621 +6850,P14L; L119H; I212T; S220T,0.009071099,2.9828804,26/08/2020,-7.44974E+17,0.006791778,1,456.4724 +6851,P14L; L27P; D95V; V97D; S103L; F142L; L158H; V232A,0.003520873,1.4981987,26/08/2020,-7.44974E+17,0.001203747,1,751.09656 +6852,P14L; L27R; A68S; L189S; D211V; A280D,0.002482271,0.94335866,26/08/2020,-7.44974E+17,0.000415585,1,803.89044 +6853,P14L; L58I; N78Y; E84K; S145P; S220T; N251I,0.001693623,0.96206826,26/08/2020,-7.44974E+17,0.000514922,2,913.82 +6854,P14L; P138Q; D287V,0.002820348,1.1802454,26/08/2020,-7.44974E+17,0.000651606,1,822.041 +6855,P14L; S220T,0.03142673,5.0256867,26/08/2020,-7.44974E+17,0.02985493,2,173.20834 +6856,P14L; S57L; N77I; N102T; T121M,0.002239302,0.76279354,26/08/2020,-7.44974E+17,0.000212468,1,750.5061 +6857,P14L; V40I; E153V; D233E; G286V,0.00227944,0.816129,26/08/2020,-7.44974E+17,0.000260652,1,772.42346 +6858,P14M,0.01605398,3.6515071,26/08/2020,-7.44974E+17,0.015130784,3,248.2613 +6859,P14N,0.04650795,4.3010197,26/08/2020,-7.44974E+17,0.045458042,3,95.75671 +6860,P14Q,0.036101997,4.2414117,26/08/2020,-7.44974E+17,0.035743121,3,123.79003 +6861,P14Q; D125G; S220T,0.01138329,3.2052598,26/08/2020,-7.44974E+17,0.008474579,1,379.35248 +6862,P14Q; L51M; D147N; L158H; P240L,0.001823553,0.6272917,26/08/2020,-7.44974E+17,0.000129288,1,759.3986 +6863,P14Q; R148P; G168R; S220T; H230Y,0.004590328,1.909794,26/08/2020,-7.44974E+17,0.002217783,1,670.6558 +6864,P14Q; S160W; S220T; H230Y,0.5897459,5.7512665,26/08/2020,-7.44974E+17,0.710580954,1,3.7554178 +6865,P14Q; S220T; D287N,0.27682516,5.405139,26/08/2020,-7.44974E+17,0.30088544,1,15.735948 +6866,P14Q; T44N; A206V; A223S; R247S,0.003841742,1.651216,26/08/2020,-7.44974E+17,0.001677302,1,705.37555 +6867,P14Q; V66A; N190Y; S220T; E278V,0.003941217,1.6580585,26/08/2020,-7.44974E+17,0.001628966,1,713.3277 +6868,P14R,0.025058983,5.0922055,26/08/2020,-7.44974E+17,0.023330882,2,221.35841 +6869,P14S,0.062065996,3.0473814,26/08/2020,-7.44974E+17,0.05984863,3,52.1624 +6870,P14S; A174V; V204M,0.006078625,2.4287443,26/08/2020,-7.44974E+17,0.004273734,1,563.15186 +6871,P14S; A56D; L101P; G104S; S220T; L227M; R274L,0.002458014,0.9530705,26/08/2020,-7.44974E+17,0.000406715,1,802.07965 +6872,P14S; K34M; Q263H; G284C; F297L,0.001917231,0.53758705,26/08/2020,-7.44974E+17,6.15E-05,1,747.6668 +6873,P14S; L76P; R148P; A156T; S220T; H230Y,0.003203294,1.3292274,26/08/2020,-7.44974E+17,0.001011061,1,767.65466 +6874,P14S; N178I; S220T,0.002799144,1.2054847,26/08/2020,-7.44974E+17,0.000754882,1,806.2848 +6875,P14S; P37A; G104C; L246P; M248K; R258C,0.001820201,0.6078153,26/08/2020,-7.44974E+17,8.99E-05,1,784.7004 +6876,P14S; S220T,0.304289,5.554271,26/08/2020,-7.44974E+17,0.322599335,1,13.912962 +6877,P14S; T44S; S61L; E91K; I128T; V281D,0.002129305,0.733345,26/08/2020,-7.44974E+17,0.000153706,1,748.72217 +6878,P14S; V17E; R148P; G215D; S220T; H230Y,0.00530712,2.1374557,26/08/2020,-7.44974E+17,0.002912923,1,610.32465 +6879,P14T; A60V; H154R; L173R; A252G,0.003064476,1.307082,26/08/2020,-7.44974E+17,0.000921071,1,753.0714 +6880,P14T; A80T,0.011256833,3.25011,26/08/2020,-7.44974E+17,0.009058302,1,389.0968 +6881,P14T; E84V; F86L; S220T; F297I,0.002900009,1.1637481,26/08/2020,-7.44974E+17,0.000654949,1,759.92 +6882,P14T; F86I,0.00850346,2.9234667,26/08/2020,-7.44974E+17,0.006542158,1,466.2115 +6883,P14T; M82V; V113E; L167H; S220T; M248V; E262D,0.012521596,3.4608352,26/08/2020,-7.44974E+17,0.010048963,1,366.07495 +6884,P14T; R155H; L158P,0.002248389,0.9109051,26/08/2020,-7.44974E+17,0.000365239,1,827.302 +6885,P14V,0.003874922,3.2773416,26/08/2020,-7.44974E+17,0.003360768,5,907.9564 +6886,P14W,0.003907414,1.6880391,26/08/2020,-7.44974E+17,0.001697655,1,723.4994 +6887,P14Y,0.008367283,2.8416204,26/08/2020,-7.44974E+17,0.005763273,1,471.8281 +6888,P164A,0.073567905,4.8857164,26/08/2020,-7.44974E+17,0.073741457,1,74.06426 +6889,P164L; A174T; S225P,0.002322892,0.8366739,26/08/2020,-7.44974E+17,0.000283392,1,777.6987 +6890,P164L; F166S; S220T,0.002912794,1.1949347,26/08/2020,-7.44974E+17,0.000681117,1,770.74384 +6891,P164L; G168R; T207S; A277T; S301C,0.003643842,1.543962,26/08/2020,-7.44974E+17,0.001322924,1,742.94727 +6892,P164L; S205G; S220T; G244C; R258C; M273V; D287E,0.002505689,0.9094695,26/08/2020,-7.44974E+17,0.000374783,1,783.7182 +6893,P164L; S220T,0.29423937,5.3427134,26/08/2020,-7.44974E+17,0.324511143,1,14.143393 +6894,P164L; S220T; E254K,0.16817749,5.1563725,26/08/2020,-7.44974E+17,0.177187968,1,29.889784 +6895,P164M,0.034658633,4.4694567,26/08/2020,-7.44974E+17,0.033066484,1,158.03749 +6896,P164N,0.025193395,5.630688,26/08/2020,-7.44974E+17,0.024584059,3,232.59552 +6897,P164Q,0.0670634,2.672615,26/08/2020,-7.44974E+17,0.066393517,4,40.65616 +6898,P164Q; G168P,0.002122749,0.6828989,26/08/2020,-7.44974E+17,0.00013289,1,736.62573 +6899,P164Q; R165H; H183R; S220I; S225P; A257V; V265I; E268V; F297L,0.003658236,1.5342288,26/08/2020,-7.44974E+17,0.0014538,1,706.0452 +6900,P164Q; S220T,0.28426957,4.84169,26/08/2020,-7.44974E+17,0.294128082,3,12.666609 +6901,P164Q; S220T; M248I; N249T,0.00384897,1.615805,26/08/2020,-7.44974E+17,0.001473419,1,727.45746 +6902,P164R,0.007232345,2.035002,26/08/2020,-7.44974E+17,0.005990367,3,335.13547 +6903,P164S,0.10379119,5.223039,26/08/2020,-7.44974E+17,0.105156417,4,47.33802 +6904,P164S; F217C; S220T; N238Y,0.017053438,4.6611753,26/08/2020,-7.44974E+17,0.015301987,2,299.43524 +6905,P164T,0.06623427,5.1226087,26/08/2020,-7.44974E+17,0.064735051,2,79.80213 +6906,P164T; A180S; S220T; N238K,0.34368512,5.515533,26/08/2020,-7.44974E+17,0.383314157,1,11.329876 +6907,P164T; T179N; N251T,0.20198157,5.2252345,26/08/2020,-7.44974E+17,0.219568789,1,23.669193 +6908,P164V,0.13304253,5.109312,26/08/2020,-7.44974E+17,0.13631713,1,39.362625 +6909,P164W,0.04447267,5.692272,26/08/2020,-7.44974E+17,0.043186034,2,134.4164 +6910,P164Y,0.030759497,2.7593627,26/08/2020,-7.44974E+17,0.029196887,2,104.58532 +6911,P171A,0.06408725,3.9718258,26/08/2020,-7.44974E+17,0.064475565,2,65.19817 +6912,P171D,0.020928372,4.091203,26/08/2020,-7.44974E+17,0.018258597,1,241.08588 +6913,P171E,0.045686383,4.7586656,26/08/2020,-7.44974E+17,0.042504622,1,121.07391 +6914,P171F,0.013392248,6.714165,26/08/2020,-7.44974E+17,0.013220241,6,509.2602 +6915,P171G,0.010139257,3.9381924,26/08/2020,-7.44974E+17,0.008899863,2,440.20486 +6916,P171H,0.07439768,1.7281222,26/08/2020,-7.44974E+17,0.074111054,4,24.833727 +6917,P171H; A197T,0.003646215,1.5787116,26/08/2020,-7.44974E+17,0.001419227,1,717.7495 +6918,P171H; L173V; H183L; L214H,0.002287697,0.86450803,26/08/2020,-7.44974E+17,0.000306264,1,770.9154 +6919,P171H; S220T,0.31185386,6.2687554,26/08/2020,-7.44974E+17,0.320710006,2,14.601718 +6920,P171H; S220T; L227P,0.003424998,1.4565215,26/08/2020,-7.44974E+17,0.001242638,1,740.8343 +6921,P171I,0.012747146,4.768612,26/08/2020,-7.44974E+17,0.011760709,3,403.99713 +6922,P171L,0.002257691,1.4489607,26/08/2020,-7.44974E+17,0.001125261,2,885.306 +6923,P171L; S205R; S220T; N249T,0.003064492,1.274347,26/08/2020,-7.44974E+17,0.000900837,1,771.13513 +6924,P171L; S220T; H230Y; F297V,0.001358737,0.30754042,26/08/2020,-7.44974E+17,3.20E-06,1,676.8562 +6925,P171L; V175E; S220T,0.002826067,1.1964208,26/08/2020,-7.44974E+17,0.000751699,1,787.90076 +6926,P171M,0.005709499,3.6249957,26/08/2020,-7.44974E+17,0.004901054,3,703.2925 +6927,P171N,0.016852053,4.4239273,26/08/2020,-7.44974E+17,0.015331077,2,292.20688 +6928,P171Q,0.013550935,3.566691,26/08/2020,-7.44974E+17,0.010858664,1,344.8678 +6929,P171R,0.0019976,1.2825383,26/08/2020,-7.44974E+17,0.00094136,2,916.397 +6930,P171S; R279S,0.010855148,3.2453454,26/08/2020,-7.44974E+17,0.008413625,1,398.40997 +6931,P171S; S220T,0.21566863,5.263212,26/08/2020,-7.44974E+17,0.229135615,1,21.791658 +6932,P171T,0.03047146,4.388426,26/08/2020,-7.44974E+17,0.029626139,1,171.81836 +6933,P171T; S220T,0.15915099,3.4253445,26/08/2020,-7.44974E+17,0.161606265,2,20.682121 +6934,P171V,0.056506913,4.929334,26/08/2020,-7.44974E+17,0.051941611,1,100.316605 +6935,P171W,0.012232673,6.149633,26/08/2020,-7.44974E+17,0.011395921,4,519.2046 +6936,P171Y,0.044437617,3.9872944,26/08/2020,-7.44974E+17,0.043656252,2,97.25732 +6937,P219A,0.07904826,4.9558764,26/08/2020,-7.44974E+17,0.076898165,1,70.26497 +6938,P219A; S220T; H230Y; L269W,0.010153226,3.172112,26/08/2020,-7.44974E+17,0.007553989,1,430.91797 +6939,P219C,0.04692864,5.6993265,26/08/2020,-7.44974E+17,0.046287138,2,125.88014 +6940,P219D,0.07193922,6.791034,26/08/2020,-7.44974E+17,0.071975946,4,91.00106 +6941,P219E,0.07938791,6.1980066,26/08/2020,-7.44974E+17,0.076983573,3,76.166756 +6942,P219F,0.052002687,4.735702,26/08/2020,-7.44974E+17,0.050378351,1,104.55429 +6943,P219G,0.06609505,6.1408186,26/08/2020,-7.44974E+17,0.063529551,2,94.38156 +6944,P219H; S220T,0.20066622,3.80484,26/08/2020,-7.44974E+17,0.204287627,3,16.32364 +6945,P219I,0.038119037,5.4169765,26/08/2020,-7.44974E+17,0.037312296,2,151.1655 +6946,P219K,0.074950814,6.4255047,26/08/2020,-7.44974E+17,0.076137721,3,83.47291 +6947,P219L,0.040008727,7.7977314,26/08/2020,-7.44974E+17,0.038622799,4,194.0005 +6948,P219N,0.06376277,4.7776356,26/08/2020,-7.44974E+17,0.063491858,1,85.75601 +6949,P219N; M291I,0.03255657,4.4799056,26/08/2020,-7.44974E+17,0.029929397,1,164.19856 +6950,P219Q,0.07564039,5.4769735,26/08/2020,-7.44974E+17,0.074056942,3,71.6566 +6951,P219R,0.07597081,6.189827,26/08/2020,-7.44974E+17,0.074389263,4,78.57355 +6952,P219S; S220T,0.1501211,5.2818794,26/08/2020,-7.44974E+17,0.149890503,1,34.617905 +6953,P219T,0.07790615,4.9446526,26/08/2020,-7.44974E+17,0.077854461,1,70.552536 +6954,P219V,0.05801536,4.905531,26/08/2020,-7.44974E+17,0.058775127,2,88.13195 +6955,P219W,0.083297916,5.1536174,26/08/2020,-7.44974E+17,0.083098583,4,59.75759 +6956,P224A,0.18834957,1.5941781,26/08/2020,-7.44974E+17,0.193260926,2,8.456756 +6957,P224C,0.06098884,4.9029307,26/08/2020,-7.44974E+17,0.057714984,1,92.00889 +6958,P224F,0.065525144,4.982822,26/08/2020,-7.44974E+17,0.06365804,1,85.91165 +6959,P224I,0.09647286,3.5512023,26/08/2020,-7.44974E+17,0.095593578,2,38.127876 +6960,P224K,0.059433542,4.872656,26/08/2020,-7.44974E+17,0.056735627,1,95.27387 +6961,P224M,0.098234385,5.0093126,26/08/2020,-7.44974E+17,0.098376751,1,55.65277 +6962,P224R; I256V,0.005180067,2.190205,26/08/2020,-7.44974E+17,0.002936332,1,628.20233 +6963,P224S; L227Q; N251K,0.014084983,3.5879357,26/08/2020,-7.44974E+17,0.011876081,1,324.61136 +6964,P224T,0.089541845,8.140466,26/08/2020,-7.44974E+17,0.089405371,5,85.05886 +6965,P37H; V141I; R148P; S220T; H230Y; I256T,0.019993387,4.049204,26/08/2020,-7.44974E+17,0.017574156,1,253.43944 +6966,P37H; V40D; T105S; W115R; L134Q; L193H; S220T,0.002471096,0.9750561,26/08/2020,-7.44974E+17,0.000407999,1,809.6038 +6967,P37H; V52M; I128T; D170G,0.003037142,1.2471296,26/08/2020,-7.44974E+17,0.000820098,1,749.0079 +6968,P37H; V71D; N77Y; N102D; F142I; S220T; M273K,0.002676116,1.100811,26/08/2020,-7.44974E+17,0.000658317,1,750.3195 +6969,P37H; Y79H; E108K,0.002481762,0.83025634,26/08/2020,-7.44974E+17,0.000247625,1,755.92194 +6970,P37I,0.020423478,4.01345,26/08/2020,-7.44974E+17,0.018844056,1,246.73148 +6971,P37K,0.12501687,3.9928315,26/08/2020,-7.44974E+17,0.125409936,4,29.461779 +6972,P37L,0.022041203,4.7335634,26/08/2020,-7.44974E+17,0.02048312,2,236.91838 +6973,P37L; R148P; F209I; S220T; A228T; H230Y; K236R,0.003201759,1.3648304,26/08/2020,-7.44974E+17,0.001131,1,731.8609 +6974,P37L; R43L; N102Y; T157S; S220T,0.003323396,1.4709204,26/08/2020,-7.44974E+17,0.001257638,1,755.52985 +6975,P37L; S69P; S301R,0.003450872,1.4647807,26/08/2020,-7.44974E+17,0.001237522,1,738.6696 +6976,P37L; T44N; L58I; V109M; L167P; P240Q; V281I,0.002720461,1.0918304,26/08/2020,-7.44974E+17,0.000600308,1,813.20215 +6977,P37M,0.04427867,6.428114,26/08/2020,-7.44974E+17,0.044308553,4,145.0986 +6978,P37N,0.080455184,5.388123,26/08/2020,-7.44974E+17,0.079848042,2,67.66065 +6979,P37Q; R43L,0.003196864,1.3978713,26/08/2020,-7.44974E+17,0.00116518,1,755.0478 +6980,P37R; P88H; E91D,0.093893595,5.1518493,26/08/2020,-7.44974E+17,0.089889732,1,59.99213 +6981,P37R; S67I; S220T; H288Q,0.6272447,5.7434072,26/08/2020,-7.44974E+17,0.759818413,1,3.0535543 +6982,P37R; V113E; G126C; Y177N,0.002085738,0.7045808,26/08/2020,-7.44974E+17,0.000160146,1,808.6609 +6983,P37S,0.063507065,5.471412,26/08/2020,-7.44974E+17,0.062250535,2,88.63144 +6984,P37S; E46G; G55D; V97A; S220T; N289Y; P302Q,0.002820064,1.2288299,26/08/2020,-7.44974E+17,0.000780463,1,775.6056 +6985,P37S; N100K; P164T,0.002689811,1.0944346,26/08/2020,-7.44974E+17,0.000598481,1,757.87976 +6986,P37S; R148P; A149V; L176F; A195S; S220T; H230Y; E254D; R258S,0.004116333,1.7789475,26/08/2020,-7.44974E+17,0.0020893,1,683.5909 +6987,P37S; R148P; S220T; H230Y,0.52222943,5.574635,26/08/2020,-7.44974E+17,0.612446877,1,4.989588 +6988,P37S; R43L,0.00208178,1.3285267,26/08/2020,-7.44974E+17,0.000951683,2,906.3281 +6989,P37S; S114T; G146D; S220T; A231V; H288L,0.003220308,1.3126242,26/08/2020,-7.44974E+17,0.000960131,1,748.1791 +6990,P37S; V130M; S220T; L227M; T245R,0.003086751,1.3246677,26/08/2020,-7.44974E+17,0.001019129,1,773.69836 +6991,P37S; W115C; F297L,0.005568069,2.2471154,26/08/2020,-7.44974E+17,0.003743658,1,578.2678 +6992,P37T,0.036664527,5.575376,26/08/2020,-7.44974E+17,0.035803982,2,160.84776 +6993,P37T; A303V,0.12985222,0.5250266,26/08/2020,-7.44974E+17,0.098667966,10,4.0398073 +6994,P37T; D64N; V135E; P219S; S220T,0.003032177,1.2830309,26/08/2020,-7.44974E+17,0.000809581,1,767.7604 +6995,P37T; N178K; S220T; V221M,0.003012808,1.2909994,26/08/2020,-7.44974E+17,0.000957029,1,758.1542 +6996,P37T; N77S; M129V; E153D; S220T,0.005877597,2.277794,26/08/2020,-7.44974E+17,0.003190343,1,590.0896 +6997,P37T; S49C,0.13538389,5.1809053,26/08/2020,-7.44974E+17,0.135930484,1,39.04645 +6998,P37V,0.03537278,6.14693,26/08/2020,-7.44974E+17,0.034614735,5,174.16876 +6999,P37W,0.008347251,3.6221056,26/08/2020,-7.44974E+17,0.007130864,2,500.7157 +7000,P37Y,0.06651456,2.5465887,26/08/2020,-7.44974E+17,0.066359906,4,39.568897 +7001,P45A,0.062685,5.9796247,26/08/2020,-7.44974E+17,0.062746371,2,97.56256 +7002,P45C,0.044369794,5.7753615,26/08/2020,-7.44974E+17,0.042397586,2,137.73265 +7003,P45D,0.030156167,0.96506506,26/08/2020,-7.44974E+17,0.02900411,3,42.824368 +7004,P45E,0.07540799,5.1251473,26/08/2020,-7.44974E+17,0.075321766,6,64.96944 +7005,P45F,0.048987553,8.169056,26/08/2020,-7.44974E+17,0.048680345,6,162.32924 +7006,P45G,0.06929781,4.942882,26/08/2020,-7.44974E+17,0.06866021,1,80.82825 +7007,P45H,0.153752,2.6629615,26/08/2020,-7.44974E+17,0.151837513,4,15.892292 +7008,P45H; A174T; S220T,0.010150932,3.9452593,26/08/2020,-7.44974E+17,0.008783513,2,442.10724 +7009,P45H; A65D; A112D; L181I; S220T,0.002301664,0.93111664,26/08/2020,-7.44974E+17,0.00044089,1,778.83185 +7010,P45H; D118A; T121M; A169V; M184T; S220T; A228T; G237C; E268D,0.003400527,1.5023971,26/08/2020,-7.44974E+17,0.001250892,1,753.324 +7011,P45H; L101M,0.011717944,3.3149292,26/08/2020,-7.44974E+17,0.009563735,1,377.3312 +7012,P45H; M129T; S220T; V232I; E275V,0.0762646,4.934946,26/08/2020,-7.44974E+17,0.075772294,1,72.47211 +7013,P45H; R148P; S220T; H230Y,0.103799984,5.0320582,26/08/2020,-7.44974E+17,0.106023071,1,51.52784 +7014,P45H; S160T; Y186F; A218V; P219H,0.005868491,2.3553166,26/08/2020,-7.44974E+17,0.003676049,1,589.80334 +7015,P45H; S220T,0.53254706,5.939665,26/08/2020,-7.44974E+17,0.56333196,3,5.1649866 +7016,P45H; S220T; H230Y,0.6852099,10.074655,26/08/2020,-7.44974E+17,0.695734498,10,4.5660877 +7017,P45H; S220T; V221E,0.04016887,4.7269335,26/08/2020,-7.44974E+17,0.036678506,1,139.30397 +7018,P45H; S49C; N102D; H154Q; S160T; S220T,0.004111345,1.8087468,26/08/2020,-7.44974E+17,0.001884135,1,689.72186 +7019,P45H; T179A; S220T,0.36757973,5.438186,26/08/2020,-7.44974E+17,0.407809617,1,10.020467 +7020,P45H; Y123N; T179S; G203D,0.003011267,1.3039199,26/08/2020,-7.44974E+17,0.000964179,1,757.5652 +7021,P45H; Y83D; A92V; S220T,0.008448492,2.8717613,26/08/2020,-7.44974E+17,0.006203065,1,465.816 +7022,P45I,0.06614825,4.5480723,26/08/2020,-7.44974E+17,0.064275431,4,68.055916 +7023,P45K,0.038089447,0.6510421,26/08/2020,-7.44974E+17,0.042799971,2,29.363161 +7024,P45L,0.04790992,4.7059584,26/08/2020,-7.44974E+17,0.046264128,1,113.32161 +7025,P45L; D163N; S220T; N251S; P270L; V281F,0.003931645,1.6956531,26/08/2020,-7.44974E+17,0.001685671,1,728.19147 +7026,P45L; L51V; P70S; D152V,0.009559692,3.0557787,26/08/2020,-7.44974E+17,0.006981818,1,445.04773 +7027,P45L; P70H; D139A; D147V; R165H,0.002616084,1.1429218,26/08/2020,-7.44974E+17,0.000702145,1,808.5251 +7028,P45L; R137G; L143F; T179S,0.06589613,4.9260263,26/08/2020,-7.44974E+17,0.063269037,1,84.537025 +7029,P45L; Y123C; T157S; P270L,0.006497198,2.4745512,26/08/2020,-7.44974E+17,0.004128613,1,545.55194 +7030,P45M,0.078580916,6.941308,26/08/2020,-7.44974E+17,0.078875837,5,83.82117 +7031,P45N,0.042643994,4.4667873,26/08/2020,-7.44974E+17,0.041445726,1,125.29822 +7032,P45Q,0.12821114,3.656698,26/08/2020,-7.44974E+17,0.125120839,3,27.133123 +7033,P45Q; L58H,0.0557397,4.788495,26/08/2020,-7.44974E+17,0.054803455,1,98.66577 +7034,P45R; R94S; A116S; L222P; D233A,0.003892777,1.6292611,26/08/2020,-7.44974E+17,0.001539661,1,719.0663 +7035,P45R; T105S; V150G; S220T; A228T,0.002878163,1.1812396,26/08/2020,-7.44974E+17,0.000788092,1,799.45306 +7036,P45S,0.16576128,0.5420496,26/08/2020,-7.44974E+17,0.188344051,3,3.7768466 +7037,P45S; N77D; D139V; T245I,0.003821264,1.7201318,26/08/2020,-7.44974E+17,0.001801489,1,724.7385 +7038,P45S; Q54H; L243P; Y294N,0.0043795,1.8866225,26/08/2020,-7.44974E+17,0.002233724,1,684.03503 +7039,P45T,0.217672,1.7629523,26/08/2020,-7.44974E+17,0.21985031,3,7.326489 +7040,P45T; A80D; R90P; E91G; W216L; S220T; L246P; V276I,0.002949471,1.2761562,26/08/2020,-7.44974E+17,0.000871224,1,766.0045 +7041,P45T; R137H; Q194H; S220T,0.38075775,5.373521,26/08/2020,-7.44974E+17,0.42954558,1,9.27027 +7042,P45T; V130M; P133H; R137H; E261G,0.006952876,2.6540422,26/08/2020,-7.44974E+17,0.004954501,1,526.7171 +7043,P45V,0.07127536,5.0307884,26/08/2020,-7.44974E+17,0.069878547,2,72.51683 +7044,P45W,0.02692497,4.29872,26/08/2020,-7.44974E+17,0.024656435,1,194.98007 +7045,P45Y,0.037748456,4.5568843,26/08/2020,-7.44974E+17,0.035503221,1,144.30496 +7046,P70A; S220T; L253Q,0.011546745,3.3518176,26/08/2020,-7.44974E+17,0.008887672,1,388.14514 +7047,P70C,0.0601648,2.8878448,26/08/2020,-7.44974E+17,0.060571084,3,50.596 +7048,P70D,0.27470925,5.300591,26/08/2020,-7.44974E+17,0.298388138,1,15.548511 +7049,P70E,0.30342984,6.0247602,26/08/2020,-7.44974E+17,0.309997786,2,14.51766 +7050,P70F,0.015597604,5.154464,26/08/2020,-7.44974E+17,0.014742476,4,344.17023 +7051,P70G,0.13746054,1.726733,26/08/2020,-7.44974E+17,0.137155479,3,12.776233 +7052,P70G; C75F,0.003125898,1.2906945,26/08/2020,-7.44974E+17,0.000911809,1,743.32245 +7053,P70H,0.13458206,1.7284564,26/08/2020,-7.44974E+17,0.133390081,5,12.308647 +7054,P70H; E254V; Q263L,0.012261737,3.478794,26/08/2020,-7.44974E+17,0.009190972,1,373.40726 +7055,P70H; E84D; D147E; P171S; S220T,0.004674151,1.8977436,26/08/2020,-7.44974E+17,0.002296045,1,644.9734 +7056,P70H; G104D; E153D; S220T; H288R,0.003316076,1.3942904,26/08/2020,-7.44974E+17,0.0010801,1,770.45575 +7057,P70H; H154D; S220T; H271Q,0.008751834,2.9251332,26/08/2020,-7.44974E+17,0.006409,1,459.21484 +7058,P70H; N102I; M129L; R148P; T196R; S220T; H230Y,0.005367732,2.15989,26/08/2020,-7.44974E+17,0.002773067,1,610.07214 +7059,P70H; P106S; V130E; R148P; S220T; H230Y,0.004337989,1.8263172,26/08/2020,-7.44974E+17,0.002057681,1,672.5677 +7060,P70H; S220T; E254G; M273S,0.007725711,2.7687616,26/08/2020,-7.44974E+17,0.00511913,1,523.7379 +7061,P70H; S220T; R247S,0.4688062,5.5998006,26/08/2020,-7.44974E+17,0.53727448,1,6.4873934 +7062,P70H; S220T; V293A,0.05014876,4.806819,26/08/2020,-7.44974E+17,0.045435447,1,111.48513 +7063,P70H; S301R,0.021560282,4.0205646,26/08/2020,-7.44974E+17,0.018865328,1,237.64925 +7064,P70H; T105I; R148P; F166C; S220T; H230Y,0.004291899,1.8546472,26/08/2020,-7.44974E+17,0.002060856,1,664.2361 +7065,P70H; T121A; S220T; D287Y,0.063464545,4.877606,26/08/2020,-7.44974E+17,0.060171744,1,88.8032 +7066,P70H; T72S; S220T; A257T; R274H,0.022604661,4.14463,26/08/2020,-7.44974E+17,0.019734371,1,229.31723 +7067,P70H; T81S; F142L; F166I; L181F; S220T,0.002735036,1.1549307,26/08/2020,-7.44974E+17,0.00068171,1,791.0453 +7068,P70H; Y186N; Q194R; V204E; S220T,0.003023699,1.2853773,26/08/2020,-7.44974E+17,0.000929679,1,754.1178 +7069,P70I,0.05779522,4.213798,26/08/2020,-7.44974E+17,0.058285327,2,77.62283 +7070,P70L,0.037028167,4.4446287,26/08/2020,-7.44974E+17,0.036075181,4,123.78999 +7071,P70L; A210T; S220T; M273V,0.004297884,1.8065523,26/08/2020,-7.44974E+17,0.001889694,1,677.56696 +7072,P70L; D95V; R148P; S220T; H230Y,0.00435503,1.8227023,26/08/2020,-7.44974E+17,0.001894733,1,682.4218 +7073,P70L; P138R; S220T; E275K,0.22658257,5.243026,26/08/2020,-7.44974E+17,0.246702624,1,20.298262 +7074,P70L; R258H; G286V,0.002887277,1.2499436,26/08/2020,-7.44974E+17,0.0008392,1,775.98914 +7075,P70N,0.12871733,4.7665076,26/08/2020,-7.44974E+17,0.133555296,2,35.419724 +7076,P70Q,0.1682995,5.066371,26/08/2020,-7.44974E+17,0.178776404,1,28.751474 +7077,P70R,0.10132623,4.54227,26/08/2020,-7.44974E+17,0.10137754,4,42.58881 +7078,P70S,0.11710996,3.1144617,26/08/2020,-7.44974E+17,0.121640749,3,25.902754 +7079,P70S; E254V,0.1372723,5.1798677,26/08/2020,-7.44974E+17,0.139781181,1,38.229275 +7080,P70S; M82R; N102S; V130M; A260T,0.002422034,0.96860814,26/08/2020,-7.44974E+17,0.000407689,1,800.07196 +7081,P70S; N78I; R148P; S220T; H230Y,0.032079015,4.4503264,26/08/2020,-7.44974E+17,0.029951861,1,166.75917 +7082,P70S; R96H; L189I; P270L,0.010768982,3.280624,26/08/2020,-7.44974E+17,0.008757226,1,417.27835 +7083,P70T,0.103874244,4.9809604,26/08/2020,-7.44974E+17,0.107022208,1,51.22935 +7084,P70T; D95V; S220T,0.004416206,1.8666656,26/08/2020,-7.44974E+17,0.002371535,1,657.9589 +7085,P70T; H183R; F217S; N289Y,0.002670086,1.1454549,26/08/2020,-7.44974E+17,0.00068641,1,788.69244 +7086,P70T; R148P; A149T; H154L; S220T; H230Y,0.49380502,5.5860033,26/08/2020,-7.44974E+17,0.573369136,1,5.765612 +7087,P70V,0.07248091,7.0627856,26/08/2020,-7.44974E+17,0.072061931,3,95.23573 +7088,P70W,0.014199355,4.9239883,26/08/2020,-7.44974E+17,0.013473335,3,369.76688 +7089,P70Y,0.108860776,5.144896,26/08/2020,-7.44974E+17,0.105840889,1,50.14793 +7090,P88A; L101P; R148P; S220T; H230Y,0.004425819,1.8860698,26/08/2020,-7.44974E+17,0.002043781,1,666.9764 +7091,P88A; R148P; S220T; H230Y,0.21792485,5.286565,26/08/2020,-7.44974E+17,0.228981319,1,21.775671 +7092,P88C,0.10483953,3.4625769,26/08/2020,-7.44974E+17,0.107298219,3,32.364777 +7093,P88D,0.08191305,5.833378,26/08/2020,-7.44974E+17,0.079300114,2,71.423485 +7094,P88E,0.1514199,5.181176,26/08/2020,-7.44974E+17,0.158121283,1,33.770424 +7095,P88F,0.1036814,3.8454924,26/08/2020,-7.44974E+17,0.102026451,2,37.909172 +7096,P88G; A89T,0.02793996,4.36,26/08/2020,-7.44974E+17,0.025549007,1,188.83867 +7097,P88H,0.08863865,0.8754344,26/08/2020,-7.44974E+17,0.093446752,3,12.060625 +7098,P88H; E153V; G168R; P302Q,0.003321813,1.3813136,26/08/2020,-7.44974E+17,0.0009829,1,760.2085 +7099,P88H; M129V; H154L; M184V,0.001827222,0.593398,26/08/2020,-7.44974E+17,9.19E-05,1,754.79895 +7100,P88H; R148C; A187T,0.020246368,4.019826,26/08/2020,-7.44974E+17,0.01768984,1,250.89542 +7101,P88H; R148H; S220T,0.51429564,5.5845976,26/08/2020,-7.44974E+17,0.613476417,1,5.2705646 +7102,P88H; R148P; S220T; H230Y; H255Y,0.02027078,4.063398,26/08/2020,-7.44974E+17,0.018108116,1,254.64339 +7103,P88H; R96S; V276D; A296S,0.002416644,0.9668058,26/08/2020,-7.44974E+17,0.000417536,1,806.8419 +7104,P88H; V232D,0.11984868,4.997592,26/08/2020,-7.44974E+17,0.121017877,1,43.1439 +7105,P88H; W115R; A303T,0.003029198,1.2404135,26/08/2020,-7.44974E+17,0.000891519,1,752.4162 +7106,P88H; W115R; R148P; H154D; S220T; H230Y,0.005148789,2.0744457,26/08/2020,-7.44974E+17,0.002607248,1,636.9033 +7107,P88I,0.068078786,4.7625365,26/08/2020,-7.44974E+17,0.0697206,3,70.11156 +7108,P88K,0.06712435,0.9406825,26/08/2020,-7.44974E+17,0.069653805,3,17.511332 +7109,P88L,0.026571656,1.2019945,26/08/2020,-7.44974E+17,0.024915555,3,57.50697 +7110,P88L; A89P; S114P; L198M,0.003114237,1.3217244,26/08/2020,-7.44974E+17,0.000880564,1,757.76495 +7111,P88L; G191V; V204A; S220T; A231V; N238S; L243P; E254K,0.003512307,1.466886,26/08/2020,-7.44974E+17,0.001344568,1,709.8577 +7112,P88L; S201T; S220T; N238Y,0.123931386,5.268549,26/08/2020,-7.44974E+17,0.122001773,1,44.184097 +7113,P88L; S220T,0.12274787,4.9168296,26/08/2020,-7.44974E+17,0.129963027,1,41.578896 +7114,P88L; V199E; S220T; H271R,0.002909042,1.1274238,26/08/2020,-7.44974E+17,0.000677187,1,773.99243 +7115,P88L; Y177H; S220T; H230Y,0.5988482,5.6876793,26/08/2020,-7.44974E+17,0.716450491,1,3.542915 +7116,P88M,0.016177949,1.1530873,26/08/2020,-7.44974E+17,0.015911431,2,101.8889 +7117,P88N,0.15359665,2.1074026,26/08/2020,-7.44974E+17,0.155130705,4,12.842647 +7118,P88Q,0.044409454,0.7921224,26/08/2020,-7.44974E+17,0.046731692,3,24.25492 +7119,P88R,0.031623926,4.3197083,26/08/2020,-7.44974E+17,0.029313828,1,165.8613 +7120,P88S,0.05313755,4.6902657,26/08/2020,-7.44974E+17,0.051361823,1,102.83982 +7121,P88S; L101M; L124P,0.002303438,0.8678838,26/08/2020,-7.44974E+17,0.000292596,1,730.9994 +7122,P88S; P164S; S220T; V265A,0.003085825,1.2939663,26/08/2020,-7.44974E+17,0.000953499,1,783.2958 +7123,P88S; R137C; P138Q; A229V; A257T,0.004905261,2.03383,26/08/2020,-7.44974E+17,0.002574272,1,640.93115 +7124,P88S; S220T,0.55892164,3.2389488,26/08/2020,-7.44974E+17,0.601351169,2,2.5089922 +7125,P88S; V113E; W115C; S220T; K298R,0.003570109,1.5460373,26/08/2020,-7.44974E+17,0.001423182,1,704.0145 +7126,P88S; V130E; L143F; T172A; A280D,0.002752969,1.1722202,26/08/2020,-7.44974E+17,0.000723246,1,799.55066 +7127,P88S; V199A; S220T,0.6225736,5.940452,26/08/2020,-7.44974E+17,0.743642025,1,3.2612228 +7128,P88S; W115R; T121S; L193I,0.006295188,2.4165146,26/08/2020,-7.44974E+17,0.003672898,1,566.89435 +7129,P88T,0.15009606,5.2806735,26/08/2020,-7.44974E+17,0.149357876,1,34.790245 +7130,P88T; N100I; D287E,0.002774674,1.1304399,26/08/2020,-7.44974E+17,0.000710459,1,750.86285 +7131,P88T; P106L; L119H; H183Y; G203D; S220T; N249Y,0.00342219,1.3791155,26/08/2020,-7.44974E+17,0.001115158,1,734.8282 +7132,P88T; S160W; N178I; A180T; F209Y; L222Q,0.003330986,1.3701978,26/08/2020,-7.44974E+17,0.001041449,1,732.61035 +7133,P88V,0.06197405,0.9654768,26/08/2020,-7.44974E+17,0.06461614,7,16.800453 +7134,P88W,0.027922992,0.7534327,26/08/2020,-7.44974E+17,0.0270167,3,38.63764 +7135,Q107A,0.0931119,0.7724999,26/08/2020,-7.44974E+17,0.100372925,3,10.3715315 +7136,Q107C,0.114550106,0.64887935,26/08/2020,-7.44974E+17,0.138425749,2,7.9063554 +7137,Q107D,0.098911755,2.2529109,26/08/2020,-7.44974E+17,0.097795127,4,22.937782 +7138,Q107E,0.114218116,0.72060794,26/08/2020,-7.44974E+17,0.119205143,7,6.563573 +7139,Q107E; L124I; S220T; V232A,0.24204433,5.378701,26/08/2020,-7.44974E+17,0.251577807,1,18.997524 +7140,Q107E; T121K,0.02011436,1.0646912,26/08/2020,-7.44974E+17,0.019713067,2,76.69989 +7141,Q107E; V113E; P132Q; P133H; A218S; E268V,0.002157481,0.80419654,26/08/2020,-7.44974E+17,0.000260645,1,765.2514 +7142,Q107F,0.075638555,1.7228241,26/08/2020,-7.44974E+17,0.076353805,3,25.221125 +7143,Q107G,0.098356515,0.6376175,26/08/2020,-7.44974E+17,0.104918849,7,6.9209533 +7144,Q107H,0.14104737,1.0668789,26/08/2020,-7.44974E+17,0.145107292,6,7.275846 +7145,Q107H; A140V; S220T,0.0380687,4.69859,26/08/2020,-7.44974E+17,0.033664916,1,146.85939 +7146,Q107H; A202E,0.0587771,4.835338,26/08/2020,-7.44974E+17,0.057188399,1,94.26682 +7147,Q107H; F142I; W216R; E262D,0.006112273,2.3995988,26/08/2020,-7.44974E+17,0.003723556,1,587.3013 +7148,Q107H; L124P; Y144N; S220T,0.003041161,1.296093,26/08/2020,-7.44974E+17,0.000959614,1,737.4923 +7149,Q107H; M185K; S220T,0.015470625,3.7235372,26/08/2020,-7.44974E+17,0.013029687,1,305.76935 +7150,Q107H; N178Y; D211E; S220T; S226F,0.002918799,1.253912,26/08/2020,-7.44974E+17,0.00082879,1,780.7608 +7151,Q107H; P138T; F209Y; S220T,0.03227307,4.495183,26/08/2020,-7.44974E+17,0.029681799,1,167.0667 +7152,Q107H; R148P; S220T; H230Y,0.6267218,6.899869,26/08/2020,-7.44974E+17,0.696471966,2,3.9425974 +7153,Q107H; T207A; H230Q,0.10729024,4.927349,26/08/2020,-7.44974E+17,0.11057141,1,48.894394 +7154,Q107H; V113I; L151P; S220T; H230Y,0.007388322,2.7329805,26/08/2020,-7.44974E+17,0.004729514,1,529.6411 +7155,Q107H; Y123C; S220T,0.005284742,2.2144263,26/08/2020,-7.44974E+17,0.002962253,1,626.1125 +7156,Q107H; Y192C; G284C; D287V,0.002588524,0.97265893,26/08/2020,-7.44974E+17,0.000429861,1,791.6374 +7157,Q107I,0.052287597,1.6315525,26/08/2020,-7.44974E+17,0.052005261,6,32.828133 +7158,Q107K,0.07171932,6.085871,26/08/2020,-7.44974E+17,0.069257467,2,85.83483 +7159,Q107K; R137H,0.13559952,0.6604594,26/08/2020,-7.44974E+17,0.108560702,10,4.7137804 +7160,Q107K; R148P; E153D; S220T; H230Y; D233E,0.49338108,5.642819,26/08/2020,-7.44974E+17,0.566120114,1,5.8281937 +7161,Q107K; S220T,0.6029895,5.783105,26/08/2020,-7.44974E+17,0.715816176,1,3.5354989 +7162,Q107L,0.10209682,0.6824213,26/08/2020,-7.44974E+17,0.106400746,6,7.3191404 +7163,Q107L; A111E; H183L; T207A; P240S; F297Y,0.003252873,1.374936,26/08/2020,-7.44974E+17,0.001106516,1,721.36316 +7164,Q107L; D147N,0.18126036,5.3492603,26/08/2020,-7.44974E+17,0.18637691,1,28.032406 +7165,Q107L; G203S; L227M; M273I; Y294C,0.002407054,0.9927207,26/08/2020,-7.44974E+17,0.000526897,1,781.6191 +7166,Q107L; H288R,0.038096562,4.563463,26/08/2020,-7.44974E+17,0.035579078,1,143.7412 +7167,Q107L; L176I; F209L,0.003432344,1.4777529,26/08/2020,-7.44974E+17,0.001250616,1,746.01227 +7168,Q107L; L246P; S301C,0.002123421,0.829992,26/08/2020,-7.44974E+17,0.000282228,1,783.51636 +7169,Q107L; S220T,0.57319796,5.7055125,26/08/2020,-7.44974E+17,0.677987988,1,4.0233207 +7170,Q107M,0.052494384,1.5503327,26/08/2020,-7.44974E+17,0.051099418,2,37.56704 +7171,Q107N,0.09772743,0.76109916,26/08/2020,-7.44974E+17,0.101623242,4,9.050032 +7172,Q107P,0.023981623,3.480177,26/08/2020,-7.44974E+17,0.023632677,9,147.22015 +7173,Q107P; R110L,0.010395325,3.1274033,26/08/2020,-7.44974E+17,0.007792216,1,405.33475 +7174,Q107P; S220I; S267L,0.002377367,0.94331867,26/08/2020,-7.44974E+17,0.000397025,1,798.768 +7175,Q107R,0.11635446,0.89932954,26/08/2020,-7.44974E+17,0.123897261,5,8.122729 +7176,Q107R; A111V; D152V; Q194R; S220T,0.003101596,1.3265234,26/08/2020,-7.44974E+17,0.000909726,1,759.29156 +7177,Q107R; A112D; S220L,0.003391412,1.4352106,26/08/2020,-7.44974E+17,0.001211215,1,727.3316 +7178,Q107R; L143M; S220T; T245K,0.016567666,3.8133214,26/08/2020,-7.44974E+17,0.013942191,1,298.59256 +7179,Q107R; N178T; L198Q; L227V; D287E,0.002461498,0.9871974,26/08/2020,-7.44974E+17,0.000463831,1,805.47876 +7180,Q107R; P132R; V135A; S145P; R148P; G162E; D170V; L182P; S220T; H230Y,0.003874946,1.690038,26/08/2020,-7.44974E+17,0.001567406,1,702.99274 +7181,Q107R; S220T,0.58675516,5.847336,26/08/2020,-7.44974E+17,0.696545103,1,3.8099391 +7182,Q107R; S220T; E262K,0.008630439,2.900404,26/08/2020,-7.44974E+17,0.006172837,1,466.25082 +7183,Q107R; S220T; H271R,0.594358,5.7261186,26/08/2020,-7.44974E+17,0.709150236,1,3.603814 +7184,Q107R; V150E; L151P; E261V,0.003333661,1.4702623,26/08/2020,-7.44974E+17,0.001287833,1,753.0806 +7185,Q107S,0.13570678,1.213248,26/08/2020,-7.44974E+17,0.143890696,4,9.069314 +7186,Q107S; A149V,0.0855431,0.9349421,26/08/2020,-7.44974E+17,0.08933754,2,14.568924 +7187,Q107T,0.101333715,0.981175,26/08/2020,-7.44974E+17,0.101650231,7,9.898882 +7188,Q107V,0.06994121,1.0545006,26/08/2020,-7.44974E+17,0.070208169,7,15.852564 +7189,Q107W,0.044372223,1.5290269,26/08/2020,-7.44974E+17,0.044843244,7,36.532948 +7190,Q107Y,0.03788788,8.245868,26/08/2020,-7.44974E+17,0.037734285,5,215.22832 +7191,Q194C,0.10145304,6.8720565,26/08/2020,-7.44974E+17,0.102538916,3,63.794445 +7192,Q194D,0.002714749,1.0245198,26/08/2020,-7.44974E+17,0.000468652,1,731.5155 +7193,Q194E,0.12326281,5.718668,26/08/2020,-7.44974E+17,0.123478384,2,44.129498 +7194,Q194F,0.19662032,7.09411,26/08/2020,-7.44974E+17,0.200666218,4,29.872643 +7195,Q194G,0.04871942,4.7852607,26/08/2020,-7.44974E+17,0.045893257,1,113.67488 +7196,Q194H,0.06530065,7.2597423,26/08/2020,-7.44974E+17,0.063044989,3,109.11553 +7197,Q194H; S220T; R274C,0.4189358,1.2848773,26/08/2020,-7.44974E+17,0.449957908,2,1.8777968 +7198,Q194I,0.08407929,4.9602838,26/08/2020,-7.44974E+17,0.086303554,1,64.7114 +7199,Q194K,0.0035481,1.8195698,26/08/2020,-7.44974E+17,0.00219472,2,685.193 +7200,Q194L,0.19610831,5.855497,26/08/2020,-7.44974E+17,0.196848051,2,25.838476 +7201,Q194L; S220T; H230Y,0.83195144,17.716404,26/08/2020,-7.44974E+17,0.852582348,10,3.4882889 +7202,Q194L; V265E,0.004331614,1.7908462,26/08/2020,-7.44974E+17,0.001964036,1,674.0043 +7203,Q194M,0.25111613,5.242907,26/08/2020,-7.44974E+17,0.274462836,1,17.609283 +7204,Q194N,0.14375766,5.1523886,26/08/2020,-7.44974E+17,0.148727329,1,36.283756 +7205,Q194P,0.001147291,1.3617755,26/08/2020,-7.44974E+17,0.000665353,5,1393.4427 +7206,Q194R,0.004835171,1.1123513,26/08/2020,-7.44974E+17,0.004008576,3,308.62363 +7207,Q194R; S201F; S220T,0.003291018,1.447489,26/08/2020,-7.44974E+17,0.001135793,1,767.84827 +7208,Q194R; S220T,0.003177183,1.3964641,26/08/2020,-7.44974E+17,0.001164267,1,774.6272 +7209,Q194R; S220T; A228E; N249H,0.003069988,1.3344084,26/08/2020,-7.44974E+17,0.000970125,1,760.0279 +7210,Q194R; S220T; T245I,0.002597384,1.0319761,26/08/2020,-7.44974E+17,0.000543792,1,796.76447 +7211,Q194S,0.02848814,5.4166465,26/08/2020,-7.44974E+17,0.026970148,2,204.52156 +7212,Q194T,0.043097977,5.41276,26/08/2020,-7.44974E+17,0.042269503,3,129.31833 +7213,Q194V,0.08182509,4.2402916,26/08/2020,-7.44974E+17,0.080800624,4,50.733105 +7214,Q194W,0.119480886,5.2007513,26/08/2020,-7.44974E+17,0.120423924,1,44.695755 +7215,Q263A,0.08902967,6.093421,26/08/2020,-7.44974E+17,0.089717893,2,67.74086 +7216,Q263D,0.014119977,1.045165,26/08/2020,-7.44974E+17,0.012592422,2,111.691605 +7217,Q263E; H271R,0.041537564,4.5587487,26/08/2020,-7.44974E+17,0.040446279,1,131.2699 +7218,Q263G,0.0694783,6.190177,26/08/2020,-7.44974E+17,0.067880567,5,85.96639 +7219,Q263H,0.03766622,4.5784764,26/08/2020,-7.44974E+17,0.035708207,1,145.04376 +7220,Q263H; Q283E,0.005946642,2.3926418,26/08/2020,-7.44974E+17,0.003507429,1,611.25854 +7221,Q263I,0.048904136,4.1332083,26/08/2020,-7.44974E+17,0.048716103,5,84.47836 +7222,Q263K,0.030279195,6.332188,26/08/2020,-7.44974E+17,0.029804853,3,214.90282 +7223,Q263L,0.10581865,5.1050887,26/08/2020,-7.44974E+17,0.103870862,1,51.53656 +7224,Q263M,0.09346206,6.2183495,26/08/2020,-7.44974E+17,0.093256008,3,63.7849 +7225,Q263N,0.041583076,1.3646371,26/08/2020,-7.44974E+17,0.03989567,7,35.07817 +7226,Q263P,0.00210139,1.356542,26/08/2020,-7.44974E+17,0.001029506,2,921.20435 +7227,Q263S,0.034215443,0.89770275,26/08/2020,-7.44974E+17,0.035142949,5,30.792208 +7228,Q263T,0.09531249,4.986312,26/08/2020,-7.44974E+17,0.095358693,1,55.632843 +7229,Q263V,0.1097716,4.705172,26/08/2020,-7.44974E+17,0.110024135,4,40.301003 +7230,Q263W,0.003101046,1.3010157,26/08/2020,-7.44974E+17,0.000891085,1,782.3224 +7231,Q263Y,0.0437104,4.178899,26/08/2020,-7.44974E+17,0.041955811,2,104.61079 +7232,Q283A,0.091232315,4.9760118,26/08/2020,-7.44974E+17,0.091343415,1,59.3428 +7233,Q283C,0.036086693,4.5909796,26/08/2020,-7.44974E+17,0.031125379,1,153.82126 +7234,Q283D,0.09507486,5.0301147,26/08/2020,-7.44974E+17,0.093074501,1,57.71691 +7235,Q283E,0.06852846,6.032519,26/08/2020,-7.44974E+17,0.067383695,2,89.692924 +7236,Q283F,0.04686542,2.9977982,26/08/2020,-7.44974E+17,0.04600371,2,71.71729 +7237,Q283G,0.06564912,5.7410293,26/08/2020,-7.44974E+17,0.06448229,2,89.535515 +7238,Q283H,0.089468874,3.108918,26/08/2020,-7.44974E+17,0.090584917,2,36.46611 +7239,Q283I,0.081161864,6.479253,26/08/2020,-7.44974E+17,0.080611534,3,77.30148 +7240,Q283K,0.048823096,7.8033576,26/08/2020,-7.44974E+17,0.047680227,4,157.60506 +7241,Q283L,0.085785456,4.457947,26/08/2020,-7.44974E+17,0.086154537,2,53.224785 +7242,Q283M,0.19801375,6.5028777,26/08/2020,-7.44974E+17,0.204584011,2,28.14155 +7243,Q283N,0.07688478,4.499126,26/08/2020,-7.44974E+17,0.07356193,2,60.38663 +7244,Q283P,0.002163689,1.3969326,26/08/2020,-7.44974E+17,0.001038293,2,904.4052 +7245,Q283R,0.07304508,6.290936,26/08/2020,-7.44974E+17,0.071714373,3,84.53245 +7246,Q283S,0.05168874,5.7080426,26/08/2020,-7.44974E+17,0.05137058,2,114.88034 +7247,Q283T,0.06700283,6.0384808,26/08/2020,-7.44974E+17,0.067165766,2,91.614716 +7248,Q283V,0.07255741,4.947287,26/08/2020,-7.44974E+17,0.070583013,1,75.282486 +7249,Q283W,0.055686086,6.895763,26/08/2020,-7.44974E+17,0.055182473,3,122.95308 +7250,Q283Y,0.054543454,6.40675,26/08/2020,-7.44974E+17,0.054205188,5,114.99665 +7251,Q299C,0.076874465,3.6999118,26/08/2020,-7.44974E+17,0.075367585,3,48.964012 +7252,Q299D,0.030798439,4.4086246,26/08/2020,-7.44974E+17,0.02886167,1,173.49442 +7253,Q299E,0.052962754,4.7021236,26/08/2020,-7.44974E+17,0.052704406,1,101.86104 +7254,Q299G,0.011947358,5.0980043,26/08/2020,-7.44974E+17,0.011256369,3,455.71793 +7255,Q54R; P131S; E254K; Y290N,0.00330218,1.3243654,26/08/2020,-7.44974E+17,0.000935451,1,737.346 +7256,Q54R; R110H; D118V; Y192F; G200R; S220T; L243P; H271L; H285L,0.003014463,1.2661943,26/08/2020,-7.44974E+17,0.000842101,1,794.2025 +7257,Q54R; R148P; P219H; S220T; H230Y,0.008304028,2.8596175,26/08/2020,-7.44974E+17,0.006064204,1,474.79712 +7258,Q54R; R155P; S220T; H230Y,0.07880928,4.8550453,26/08/2020,-7.44974E+17,0.080100002,1,67.966194 +7259,Q54R; S220T,0.008231486,2.8554504,26/08/2020,-7.44974E+17,0.005885342,1,477.9486 +7260,Q54R; S220T; Q299R,0.58125055,5.851238,26/08/2020,-7.44974E+17,0.685954282,1,3.9947736 +7261,Q54R; V130E; A206T,0.002951671,1.2480967,26/08/2020,-7.44974E+17,0.000810129,1,750.34863 +7262,Q54S,0.05027961,4.771958,26/08/2020,-7.44974E+17,0.04752453,1,111.75322 +7263,Q54T,0.03914648,7.7053227,26/08/2020,-7.44974E+17,0.038196308,4,196.74928 +7264,Q54V,0.048116725,4.697217,26/08/2020,-7.44974E+17,0.045612435,1,115.264275 +7265,Q54W,0.030108206,4.04605,26/08/2020,-7.44974E+17,0.029311859,6,136.92336 +7266,Q54Y,0.05768169,4.9148345,26/08/2020,-7.44974E+17,0.054722742,1,97.92087 +7267,R110A,0.0701027,1.0367188,26/08/2020,-7.44974E+17,0.072114166,3,17.825027 +7268,R110C,0.069953255,0.8354176,26/08/2020,-7.44974E+17,0.071499695,10,12.435782 +7269,R110C; E153V; D170G; A206T; R258L,0.007756741,2.7618575,26/08/2020,-7.44974E+17,0.005124291,1,509.9408 +7270,R110C; P131S; P219A; S220T; P300L,0.0025226,1.0241631,26/08/2020,-7.44974E+17,0.000527865,1,788.72485 +7271,R110C; R148P; S220T; H230Y,0.6719696,5.985639,26/08/2020,-7.44974E+17,0.808597448,1,2.5056546 +7272,R110C; S220T; H230Y; L253P,0.004778648,1.9636903,26/08/2020,-7.44974E+17,0.002323886,1,642.01697 +7273,R110D,0.0555882,1.1146935,26/08/2020,-7.44974E+17,0.056499137,5,22.250282 +7274,R110E,0.08152895,2.395851,26/08/2020,-7.44974E+17,0.080711064,4,29.861572 +7275,R110F,0.05531871,2.3328998,26/08/2020,-7.44974E+17,0.054541163,4,44.686954 +7276,R110G,0.045627825,4.1558204,26/08/2020,-7.44974E+17,0.044834628,7,90.524704 +7277,R110G; A127D; V130A; A213T; S220T,0.002513479,1.0432483,26/08/2020,-7.44974E+17,0.000520301,1,781.554 +7278,R110G; S117F; L193I; S220T; A282T,0.008528749,2.8637724,26/08/2020,-7.44974E+17,0.005836954,1,478.6699 +7279,R110G; S220T; I256F,0.003465108,1.4793518,26/08/2020,-7.44974E+17,0.001237926,1,737.54645 +7280,R110H,0.18884762,0.8760383,26/08/2020,-7.44974E+17,0.191655445,9,4.124754 +7281,R110H; A112T; M248L; E261V,0.004851834,2.0814445,26/08/2020,-7.44974E+17,0.002756274,1,657.937 +7282,R110H; D235V,0.016009124,3.7995508,26/08/2020,-7.44974E+17,0.013846432,1,305.34824 +7283,R110H; G162V; L173Q,0.004265762,1.8690075,26/08/2020,-7.44974E+17,0.002106319,1,704.835 +7284,R110H; L227Q,0.005221125,2.1086416,26/08/2020,-7.44974E+17,0.002934365,1,632.11017 +7285,R110H; R148H; A218T; S220T; G237S,0.3001479,5.2635164,26/08/2020,-7.44974E+17,0.330226722,1,13.604904 +7286,R110H; R148P; P171S; P219S; S220T; L227Q; H230Y; R247H,0.003976821,1.6828567,26/08/2020,-7.44974E+17,0.001724108,1,736.8587 +7287,R110H; S220T,0.5525041,5.626805,26/08/2020,-7.44974E+17,0.66035934,1,4.394548 +7288,R110H; S220T; H230Y,0.70128894,9.495914,26/08/2020,-7.44974E+17,0.71529821,11,3.9958732 +7289,R110H; V141E,0.003432356,1.4748791,26/08/2020,-7.44974E+17,0.001408614,1,718.0493 +7290,R110I,0.096471354,0.9301819,26/08/2020,-7.44974E+17,0.098028663,10,9.592282 +7291,R110I; A210D,0.024542509,3.5149608,26/08/2020,-7.44974E+17,0.023031043,2,162.72046 +7292,R110K,0.09632365,0.6945311,26/08/2020,-7.44974E+17,0.100354284,11,7.3326917 +7293,R110L,0.09998981,1.0762168,26/08/2020,-7.44974E+17,0.099206405,13,10.363852 +7294,R110L; I212T; S220T; Q263H,0.03354342,4.523664,26/08/2020,-7.44974E+17,0.031220405,1,163.06168 +7295,R110L; L134Q; N178D,0.012157785,3.4009414,26/08/2020,-7.44974E+17,0.009717786,1,365.69992 +7296,R110L; S220T; E275D,0.3893552,5.524902,26/08/2020,-7.44974E+17,0.42609756,1,9.257315 +7297,R110L; S220T; G237S,0.24987255,5.3397164,26/08/2020,-7.44974E+17,0.268819808,1,18.144075 +7298,R110L; V141A,0.035327416,4.5142446,26/08/2020,-7.44974E+17,0.034120724,1,151.8117 +7299,R110M,0.15790637,2.4287775,26/08/2020,-7.44974E+17,0.160571644,4,14.174059 +7300,R110N,0.090954766,1.02696,26/08/2020,-7.44974E+17,0.093841909,8,11.455858 +7301,R110P,0.016285148,1.2793312,26/08/2020,-7.44974E+17,0.015751919,7,87.133545 +7302,R110P; P133S; S220T; F297Y,0.003579453,1.5318413,26/08/2020,-7.44974E+17,0.00131399,1,718.56946 +7303,R110Q,0.09488204,0.77600247,26/08/2020,-7.44974E+17,0.094429447,13,8.084487 +7304,R110S,0.06219891,5.362201,26/08/2020,-7.44974E+17,0.060163027,2,88.96072 +7305,R110T,0.07072363,0.87572247,26/08/2020,-7.44974E+17,0.072416353,4,14.632436 +7306,R110T; P300Q,0.03383436,0.66672873,26/08/2020,-7.44974E+17,0.034324322,2,32.53789 +7307,R110V,0.0846886,1.0843499,26/08/2020,-7.44974E+17,0.085339821,4,14.297869 +7308,R110W,0.074973255,5.4749393,26/08/2020,-7.44974E+17,0.075247516,4,71.02803 +7309,R110Y,0.051953442,0.7857228,26/08/2020,-7.44974E+17,0.052915286,6,17.55811 +7310,R122A,0.09610408,3.0817115,26/08/2020,-7.44974E+17,0.09671107,4,31.386763 +7311,R122C,0.08721885,2.732192,26/08/2020,-7.44974E+17,0.08649088,6,30.288008 +7312,R122C; D139V; D147E; Y186H; S220T; R247S,0.002986917,1.3038948,26/08/2020,-7.44974E+17,0.000890199,1,758.77783 +7313,R122C; M184T; S220T; E262D,0.004865583,2.0445843,26/08/2020,-7.44974E+17,0.002672316,1,635.4791 +7314,R122C; R148P; S220T; H230Y; G244D,0.073212795,4.902154,26/08/2020,-7.44974E+17,0.07356854,1,75.630066 +7315,R122C; R247S; A257V,0.008585156,2.8712087,26/08/2020,-7.44974E+17,0.006147353,1,476.5318 +7316,R122C; S220T; G241S; H255Y; G264D,0.002763838,1.1110271,26/08/2020,-7.44974E+17,0.000577631,1,758.73126 +7317,R122C; V141I; S220T; H230Y,0.58484715,5.6948504,26/08/2020,-7.44974E+17,0.70167746,1,3.7144938 +7318,R122C; V204A,0.008931009,2.9625208,26/08/2020,-7.44974E+17,0.006272605,1,451.8381 +7319,R122D,0.23496175,6.2758217,26/08/2020,-7.44974E+17,0.241718649,2,21.63288 +7320,R122E,0.14349757,5.0693226,26/08/2020,-7.44974E+17,0.148997045,1,35.853485 +7321,R122F,0.10509149,3.69911,26/08/2020,-7.44974E+17,0.105666149,7,32.690674 +7322,R122G,0.09678238,3.8661127,26/08/2020,-7.44974E+17,0.097096926,6,37.742077 +7323,R122H,0.17873634,3.4210284,26/08/2020,-7.44974E+17,0.180880242,3,17.150345 +7324,R122H; A218I; S220T; E254A,0.3199545,5.353049,26/08/2020,-7.44974E+17,0.360109718,1,12.413103 +7325,R122H; A259V; P300Q,0.012514113,3.4930525,26/08/2020,-7.44974E+17,0.009760199,1,359.5239 +7326,R122H; D147N; S220T; R279H; H285Q,0.004612838,1.9551437,26/08/2020,-7.44974E+17,0.002359896,1,662.2665 +7327,R122H; E295G; F297L,0.002606331,1.1748494,26/08/2020,-7.44974E+17,0.000722169,1,783.9966 +7328,R122H; G126W,0.003145656,1.2864234,26/08/2020,-7.44974E+17,0.000968049,1,772.7893 +7329,R122H; G203C; S220A; L243M,0.008430799,2.8375144,26/08/2020,-7.44974E+17,0.006062101,1,475.58554 +7330,R122H; I128M; T172A; A202T; F217S; A229P,0.002539414,1.0145661,26/08/2020,-7.44974E+17,0.000485226,1,811.6404 +7331,R122H; S220T; H230Y,0.6117196,5.855001,26/08/2020,-7.44974E+17,0.728593933,1,3.4492927 +7332,R122H; S220T; L253Q; R279P,0.002649246,1.0999151,26/08/2020,-7.44974E+17,0.000622871,1,811.8268 +7333,R122I,0.06551856,2.7695885,26/08/2020,-7.44974E+17,0.065772377,7,41.63518 +7334,R122I; A169V,0.039560504,4.504443,26/08/2020,-7.44974E+17,0.038475665,1,136.23045 +7335,R122K,0.25116217,5.4446454,26/08/2020,-7.44974E+17,0.2617864,1,18.283281 +7336,R122L,0.13352793,5.0921655,26/08/2020,-7.44974E+17,0.138356335,1,39.01178 +7337,R122L; D139E; V204M,0.00387221,1.6652573,26/08/2020,-7.44974E+17,0.001734777,1,719.6343 +7338,R122L; R148P; S220T; H230Y,0.5626125,5.665628,26/08/2020,-7.44974E+17,0.664426377,1,4.2337117 +7339,R122M,0.06864261,4.694864,26/08/2020,-7.44974E+17,0.067185408,4,67.51766 +7340,R122M; A223E,0.05257989,4.75948,26/08/2020,-7.44974E+17,0.051048436,1,104.70707 +7341,R122N,0.108240105,3.975212,26/08/2020,-7.44974E+17,0.107527468,2,36.571613 +7342,R122N; G126D,0.002332188,0.91089815,26/08/2020,-7.44974E+17,0.00038521,1,798.3551 +7343,R122P,0.076939166,8.006845,26/08/2020,-7.44974E+17,0.075168602,4,99.462425 +7344,R122Q,0.23943803,6.303115,26/08/2020,-7.44974E+17,0.2525703,2,21.24242 +7345,R122S,0.19744387,1.6756938,26/08/2020,-7.44974E+17,0.202158212,6,7.344118 +7346,R122T,0.20121236,5.5524406,26/08/2020,-7.44974E+17,0.199765829,3,23.263288 +7347,R122V,0.07729847,3.9226265,26/08/2020,-7.44974E+17,0.078833549,5,49.51837 +7348,R122W,0.09699137,4.353513,26/08/2020,-7.44974E+17,0.09797113,6,42.028057 +7349,R137A,0.16709316,6.387361,26/08/2020,-7.44974E+17,0.170301125,2,34.247578 +7350,R137C; A140V,0.007714978,2.7218528,26/08/2020,-7.44974E+17,0.005027671,1,504.30026 +7351,R137C; L143S; L176S; N251S,0.00265812,1.1073259,26/08/2020,-7.44974E+17,0.000617151,1,748.09375 +7352,R137C; R148P; S220T; H230Y; L246I; P300S,0.007265229,2.6582127,26/08/2020,-7.44974E+17,0.005126902,1,524.0442 +7353,R137D,0.24632864,5.303976,26/08/2020,-7.44974E+17,0.265725974,1,18.340591 +7354,R137E,0.22514813,5.9943476,26/08/2020,-7.44974E+17,0.2258243,2,22.188147 +7355,R137F,0.11794562,4.7420382,26/08/2020,-7.44974E+17,0.119080661,3,37.80775 +7356,R137H,0.20047201,3.0330677,26/08/2020,-7.44974E+17,0.206714193,5,12.758495 +7357,R137H; G168R; Y177H; M184K; A206T; S220T; Q283H,0.003216235,1.4092245,26/08/2020,-7.44974E+17,0.001097695,1,734.72925 +7358,R137H; G284V,0.002677441,1.0702922,26/08/2020,-7.44974E+17,0.000526066,1,811.4812 +7359,R137H; I256N,0.002769475,1.1724024,26/08/2020,-7.44974E+17,0.000720892,1,763.2323 +7360,R137H; L143I,0.0721466,4.903653,26/08/2020,-7.44974E+17,0.071566985,1,76.28176 +7361,R137H; S220T,0.64830416,6.023605,26/08/2020,-7.44974E+17,0.713477663,2,3.0790024 +7362,R137H; S220T; A259T; E261V; E268D,0.6798285,6.6634784,26/08/2020,-7.44974E+17,0.74677982,2,2.883891 +7363,R137H; T172K; D211G; S220T,0.023742327,4.2115393,26/08/2020,-7.44974E+17,0.020875317,1,220.0619 +7364,R137H; T245I,0.00625686,2.4056458,26/08/2020,-7.44974E+17,0.003755409,1,558.7298 +7365,R137I,0.0651635,7.1891456,26/08/2020,-7.44974E+17,0.065153671,3,108.7337 +7366,R137K,0.2785033,5.9599695,26/08/2020,-7.44974E+17,0.284056623,3,16.043829 +7367,R137K; H266Y,0.030364003,4.514488,26/08/2020,-7.44974E+17,0.027723896,1,181.22177 +7368,R137L,0.15807256,5.561819,26/08/2020,-7.44974E+17,0.15856882,5,30.536217 +7369,R137L; R148P; T157A; S220T; H230Y,0.14152387,5.17354,26/08/2020,-7.44974E+17,0.1472376,1,36.842663 +7370,R137M,0.18170285,6.04385,26/08/2020,-7.44974E+17,0.182983596,2,29.276316 +7371,R137P; I212F; S220T; E254G,0.002749087,1.1829609,26/08/2020,-7.44974E+17,0.000772213,1,772.9358 +7372,R137P; L253M; H288R,0.002984843,1.1485066,26/08/2020,-7.44974E+17,0.00070035,1,754.7186 +7373,R137P; M185I; L193P; S220T,0.003311231,1.5146488,26/08/2020,-7.44974E+17,0.00141505,1,759.9988 +7374,R137S,0.25805438,5.3552,26/08/2020,-7.44974E+17,0.280173226,1,17.154613 +7375,R137S; D170E,0.20299166,1.1679603,26/08/2020,-7.44974E+17,0.215815725,7,4.9894915 +7376,R137S; S220T; N249K,0.003502081,1.5083814,26/08/2020,-7.44974E+17,0.001318111,1,727.17834 +7377,R137T,0.14586669,6.0965614,26/08/2020,-7.44974E+17,0.14911561,2,38.250786 +7378,R137V,0.055088468,4.05043,26/08/2020,-7.44974E+17,0.054813871,3,75.0431 +7379,R137W,0.059779868,5.8373356,26/08/2020,-7.44974E+17,0.059057275,3,97.12807 +7380,R137Y,0.12585542,7.6597757,26/08/2020,-7.44974E+17,0.127651352,3,55.46796 +7381,R148A,0.08561711,4.993723,26/08/2020,-7.44974E+17,0.086671256,3,57.463833 +7382,R148C,0.047252346,5.5025716,26/08/2020,-7.44974E+17,0.044757189,2,123.030014 +7383,R148C; F166V; V204E; S220T; L222M; V232A; M273L,0.003597743,1.5956782,26/08/2020,-7.44974E+17,0.001474564,1,731.51324 +7384,R148C; V232D,0.34067246,5.4493623,26/08/2020,-7.44974E+17,0.37740871,1,11.462917 +7385,R148D,0.051802017,6.8683724,26/08/2020,-7.44974E+17,0.050171085,4,131.05237 +7386,R148E,0.086106785,5.4233465,26/08/2020,-7.44974E+17,0.084058859,4,60.588028 +7387,R148E; A149G; D152N; E153T; A156E; T157A; A159S; S160A; G162S; D163R; P164I; R165D; F166Y; L167R; T172G; V175M; L176V; Y177W; N178Y; T179Q; L181M; H183A; M184V; M185F; Y186W; A187L; T188S; L189M; N190T; Q194H; A195S; T196V; L234V,0.4191818,5.329917,26/08/2020,-7.44974E+17,0.488739871,1,7.653836 +7388,R148F,0.07702234,5.7448564,26/08/2020,-7.44974E+17,0.07537525,2,75.035835 +7389,R148H,0.08309909,5.780034,26/08/2020,-7.44974E+17,0.082948335,3,68.134674 +7390,R148H; F166S; A210G; S220T,0.003084311,1.3339987,26/08/2020,-7.44974E+17,0.000938918,1,772.8769 +7391,R148H; F209Y; L214V; S220T,0.004112877,1.6877456,26/08/2020,-7.44974E+17,0.001798006,1,695.9821 +7392,R148H; Q299K,0.07567988,0.7387457,26/08/2020,-7.44974E+17,0.068395804,10,10.162794 +7393,R148H; T179I,0.02272208,4.070346,26/08/2020,-7.44974E+17,0.021049255,1,223.48819 +7394,R148I,0.048702076,6.380875,26/08/2020,-7.44974E+17,0.047687528,3,131.7971 +7395,R148K,0.08578483,5.032271,26/08/2020,-7.44974E+17,0.085775204,1,64.89799 +7396,R148L,0.15324917,1.2916694,26/08/2020,-7.44974E+17,0.152178254,4,8.326359 +7397,R148L; V150M; G168R; T172I; S220T; V250M,0.00332148,1.362342,26/08/2020,-7.44974E+17,0.00099822,1,754.1795 +7398,R148N,0.07034993,4.9859805,26/08/2020,-7.44974E+17,0.068648995,1,79.53991 +7399,R148P; A149E; S220T; H230Y,0.73243463,15.14265,26/08/2020,-7.44974E+17,0.748289163,10,5.4647055 +7400,R148P; A156V; S220T; H230Y,0.49761164,2.243657,26/08/2020,-7.44974E+17,0.534818877,12,2.2598937 +7401,R148P; A159D; S220T; H230Y; T242I; R258C,0.06699047,4.886727,26/08/2020,-7.44974E+17,0.065364848,1,83.129265 +7402,R148P; A169V; S220T; H230Y,0.6490905,7.084745,26/08/2020,-7.44974E+17,0.714044478,2,3.5977445 +7403,R148P; A174T; A206V; S220T; H230Y,0.006690722,2.54325,26/08/2020,-7.44974E+17,0.004434464,1,542.94135 +7404,R148P; A174V; S220T; H230Y,0.024269136,4.144383,26/08/2020,-7.44974E+17,0.021805296,1,215.02704 +7405,R148P; A195T; S220T; H230Y; L234H,0.00341619,1.4943156,26/08/2020,-7.44974E+17,0.001259438,1,728.5096 +7406,R148P; A195T; T207I; S220T; H230Y,0.006343522,2.4781492,26/08/2020,-7.44974E+17,0.00389731,1,580.4082 +7407,R148P; A195V; S220T; H230Y,0.005379049,2.1929164,26/08/2020,-7.44974E+17,0.003037763,1,600.8314 +7408,R148P; A197D; S220T; L222R; H230Y,0.004717805,2.0715213,26/08/2020,-7.44974E+17,0.002629908,1,636.91235 +7409,R148P; A197T; S220T; H230Y,0.09298527,5.023378,26/08/2020,-7.44974E+17,0.094113606,1,58.725494 +7410,R148P; A202E; S220T; H230Y; S267P; F297I,0.004208693,1.7958286,26/08/2020,-7.44974E+17,0.002083089,1,685.25 +7411,R148P; A206S; S220T; H230Y,0.58261436,5.8046236,26/08/2020,-7.44974E+17,0.674243659,1,3.966787 +7412,R148P; A206T; D211G; S220T; H230Y,0.14534147,5.2849584,26/08/2020,-7.44974E+17,0.144189423,1,36.079327 +7413,R148P; A206T; S220T; H230Y,0.30409047,5.361093,26/08/2020,-7.44974E+17,0.33423923,1,13.641064 +7414,R148P; A206T; S220T; H230Y; K298E,0.006651478,2.494049,26/08/2020,-7.44974E+17,0.004372208,1,549.29504 +7415,R148P; A210P; S220T; H230Y,0.003956755,1.680491,26/08/2020,-7.44974E+17,0.001708138,1,697.6809 +7416,R148P; A210T; S220T; H230Y; H255Y; L269S,0.003823469,1.6881318,26/08/2020,-7.44974E+17,0.001757926,1,706.4138 +7417,R148P; A210V; G215D; S220T; H230Y,0.47822195,5.5300035,26/08/2020,-7.44974E+17,0.566875409,1,6.0896697 +7418,R148P; A210V; S220T; H230Y,0.44158292,5.7495904,26/08/2020,-7.44974E+17,0.502085157,1,7.4447813 +7419,R148P; A218T; S220T; H230Y,0.6324302,5.8337016,26/08/2020,-7.44974E+17,0.747160871,1,3.0311239 +7420,R148P; A218V; S220T; H230Y,0.7928773,17.688837,26/08/2020,-7.44974E+17,0.815847941,11,4.5423746 +7421,R148P; D152H; S220T; H230Y,0.68532395,11.685172,26/08/2020,-7.44974E+17,0.704613498,10,5.299372 +7422,R148P; D163G; S220T; H230Y,0.5224415,5.723091,26/08/2020,-7.44974E+17,0.609973843,1,5.1400733 +7423,R148P; D170Y; S220T; H230Y,0.009035456,2.9435244,26/08/2020,-7.44974E+17,0.006646502,1,452.8858 +7424,R148P; D211H; S220T; H230Y,0.5868392,5.6026654,26/08/2020,-7.44974E+17,0.698294129,1,3.728658 +7425,R148P; D211V; S220T; H230Y,0.44319007,5.684823,26/08/2020,-7.44974E+17,0.505534027,1,7.385113 +7426,R148P; E153D; S220T; H230Y,0.61717975,5.884636,26/08/2020,-7.44974E+17,0.739097638,1,3.258484 +7427,R148P; E153K; S220T; H230Y,0.68925345,6.101595,26/08/2020,-7.44974E+17,0.832885738,1,2.2494268 +7428,R148P; F217S; S220T; H230Y,0.01985976,4.092419,26/08/2020,-7.44974E+17,0.016426414,1,258.03442 +7429,R148P; G168R; S220T; H230Y,0.007687147,2.6985002,26/08/2020,-7.44974E+17,0.005356189,1,499.14435 +7430,R148P; G191A; S220T; H230Y,0.64305574,5.712162,26/08/2020,-7.44974E+17,0.786352376,1,2.8519707 +7431,R148P; G191R; S201P; S220T; H230Y; H288L,0.003687495,1.5681815,26/08/2020,-7.44974E+17,0.001405346,1,722.8033 +7432,R148P; G191R; S220T; H230Y,0.004098231,1.6767979,26/08/2020,-7.44974E+17,0.001646336,1,692.1055 +7433,R148P; G203A; S220T; H230Y; G264S,0.14265798,5.2044477,26/08/2020,-7.44974E+17,0.142856992,1,37.05519 +7434,R148P; G203V; S220T; H230Y,0.19412369,5.2466908,26/08/2020,-7.44974E+17,0.202202955,1,25.363478 +7435,R148P; G215D; S220T; H230Y,0.5204481,5.568809,26/08/2020,-7.44974E+17,0.610632727,1,5.019692 +7436,R148P; G215D; S220T; H230Y; R258C,0.286198,5.521334,26/08/2020,-7.44974E+17,0.308074241,1,15.5093 +7437,R148P; H154Q; S220T; H230Y,0.30773398,5.459365,26/08/2020,-7.44974E+17,0.336976996,1,13.599814 +7438,R148P; H183D; S220T; H230Y; A296T,0.016331363,3.745744,26/08/2020,-7.44974E+17,0.01387017,1,296.33038 +7439,R148P; H183L; S220T; H230Y,0.5765864,5.6800146,26/08/2020,-7.44974E+17,0.681590447,1,3.9727707 +7440,R148P; H183L; Y186N; S220T; H230Y,0.004908486,2.0351672,26/08/2020,-7.44974E+17,0.002615888,1,636.0741 +7441,R148P; I212F; S220T; H230Y; G286E,0.22977656,5.3053975,26/08/2020,-7.44974E+17,0.241071258,1,20.22462 +7442,R148P; I212N; S220T; H230Y; A280T,0.044664655,4.68578,26/08/2020,-7.44974E+17,0.042255331,1,125.648384 +7443,R148P; L158F; N178T; S220T; H230Y,0.005683906,2.2934606,26/08/2020,-7.44974E+17,0.003401043,1,598.74713 +7444,R148P; L158P; S220T; H230Y,0.002186255,0.80133635,26/08/2020,-7.44974E+17,0.00025181,1,806.5519 +7445,R148P; L161Q; S220T; H230Y,0.49428645,5.6009603,26/08/2020,-7.44974E+17,0.571535973,1,5.8441615 +7446,R148P; L176I; S220T; H230Y,0.20141424,5.304415,26/08/2020,-7.44974E+17,0.216214924,1,24.379007 +7447,R148P; L181F; S220T; H230Y,0.058168847,4.8350635,26/08/2020,-7.44974E+17,0.05530727,1,95.661316 +7448,R148P; L182P; S220T; H230Y; G244C,0.003435754,1.4597648,26/08/2020,-7.44974E+17,0.001151272,1,718.763 +7449,R148P; L182V; S220T; H230Y,0.019813387,3.9703584,26/08/2020,-7.44974E+17,0.017400521,1,252.82945 +7450,R148P; L189S; S220T; H230Y,0.090297185,4.9739223,26/08/2020,-7.44974E+17,0.088800421,1,60.4949 +7451,R148P; L198M; S220T; H230Y; V276I,0.589728,1.2252524,26/08/2020,-7.44974E+17,0.719084213,10,0.8344325 +7452,R148P; M184L; S220T; H230Y; M248T,0.008051881,2.8079088,26/08/2020,-7.44974E+17,0.00581636,1,478.77966 +7453,R148P; M184T; S220T; H230Y,0.0550621,4.8318896,26/08/2020,-7.44974E+17,0.051578704,1,102.30151 +7454,R148P; M184V; S220T; H230Y,0.15361924,5.137609,26/08/2020,-7.44974E+17,0.155348747,1,32.966835 +7455,R148P; N178D; S220T; H230Y,0.2978763,5.2513366,26/08/2020,-7.44974E+17,0.327732738,1,13.671652 +7456,R148P; N178K; L181I; S220T; H230Y,0.00374111,1.5807625,26/08/2020,-7.44974E+17,0.001474076,1,710.2905 +7457,R148P; N178K; S220T; H230Y,0.002253431,0.8182688,26/08/2020,-7.44974E+17,0.0002679,1,768.8427 +7458,R148P; N190H; S220T; H230Y,0.017408783,3.7767575,26/08/2020,-7.44974E+17,0.0150488,1,279.8746 +7459,R148P; P164L; S220T; H230Y,0.64514506,7.925957,26/08/2020,-7.44974E+17,0.690381175,3,4.1794267 +7460,R148P; P171S; S220T; H230Y; S267P,0.004085647,1.7597975,26/08/2020,-7.44974E+17,0.001893653,1,702.05316 +7461,R148P; Q194H; S220T; H230Y; R274C,0.08459835,5.0437446,26/08/2020,-7.44974E+17,0.084309309,1,65.417946 +7462,R148P; Q194P; S220T; H230Y; V265I,0.009348577,3.0474188,26/08/2020,-7.44974E+17,0.006809515,1,446.02716 +7463,R148P; R155H; G162R; S220T; H230Y,0.003151653,1.3649025,26/08/2020,-7.44974E+17,0.001040585,1,723.467 +7464,R148P; S160P; S220T; H230Y,0.24564607,5.3716354,26/08/2020,-7.44974E+17,0.264812933,1,18.567482 +7465,R148P; S205N; S220T; H230Y,0.61923784,5.8576684,26/08/2020,-7.44974E+17,0.734247685,1,3.2760231 +7466,R148P; S205N; S220T; H230Y; H271P,0.003367988,1.4206742,26/08/2020,-7.44974E+17,0.001022237,1,770.6707 +7467,R148P; S205R; S220T; H230Y; M273L,0.03569017,4.454337,26/08/2020,-7.44974E+17,0.033271259,1,149.05719 +7468,R148P; S205R; S220T; H230Y; N249S,0.043041434,4.656324,26/08/2020,-7.44974E+17,0.0402122,1,129.61227 +7469,R148P; S220T; A228V; H230Y,0.5839915,5.945717,26/08/2020,-7.44974E+17,0.678948259,1,3.9670775 +7470,R148P; S220T; H230F; L234P,0.00484124,1.9356985,26/08/2020,-7.44974E+17,0.002313518,1,649.4719 +7471,R148P; S220T; H230Y,0.58388764,1.2084414,26/08/2020,-7.44974E+17,0.670352105,1209,0.86100465 +7472,R148P; S220T; H230Y; A231T; L246P,0.006035995,2.3922298,26/08/2020,-7.44974E+17,0.003805715,1,574.86444 +7473,R148P; S220T; H230Y; A252G,0.27934197,5.240072,26/08/2020,-7.44974E+17,0.304160015,1,15.0341 +7474,R148P; S220T; H230Y; A257V,0.6911234,5.8311887,26/08/2020,-7.44974E+17,0.832996993,1,2.1932342 +7475,R148P; S220T; H230Y; A259V,0.5338343,5.70606,26/08/2020,-7.44974E+17,0.620560341,1,4.8510747 +7476,R148P; S220T; H230Y; A277T,0.023110632,4.2092104,26/08/2020,-7.44974E+17,0.02077282,1,224.00365 +7477,R148P; S220T; H230Y; A303T,0.5682393,5.5384555,26/08/2020,-7.44974E+17,0.58344081,4,4.138872 +7478,R148P; S220T; H230Y; D233V,0.014209872,3.605594,26/08/2020,-7.44974E+17,0.012210248,1,324.80774 +7479,R148P; S220T; H230Y; E254V,0.5414187,5.7759337,26/08/2020,-7.44974E+17,0.627156756,1,4.763347 +7480,R148P; S220T; H230Y; E262D,0.4031737,3.8016057,26/08/2020,-7.44974E+17,0.393513755,10,5.6844816 +7481,R148P; S220T; H230Y; E268G,0.3706115,5.4963646,26/08/2020,-7.44974E+17,0.413803905,1,10.158444 +7482,R148P; S220T; H230Y; E268K,0.53922576,5.6438313,26/08/2020,-7.44974E+17,0.636697009,1,4.691782 +7483,R148P; S220T; H230Y; E268K; L272Q; Y290C,0.002743674,1.1883548,26/08/2020,-7.44974E+17,0.000737396,1,765.8644 +7484,R148P; S220T; H230Y; F297L,0.5772441,5.829016,26/08/2020,-7.44974E+17,0.683388294,1,4.0505266 +7485,R148P; S220T; H230Y; F297V,0.37862378,5.4982557,26/08/2020,-7.44974E+17,0.419792604,1,9.656526 +7486,R148P; S220T; H230Y; F297Y,0.0633701,4.911742,26/08/2020,-7.44974E+17,0.059246491,1,88.24064 +7487,R148P; S220T; H230Y; G237C,0.5617762,7.483943,26/08/2020,-7.44974E+17,0.564732644,10,5.808594 +7488,R148P; S220T; H230Y; G237C; Q299R,0.14132768,5.207867,26/08/2020,-7.44974E+17,0.142545451,1,36.89175 +7489,R148P; S220T; H230Y; G244D,0.18179767,5.175673,26/08/2020,-7.44974E+17,0.196131694,1,26.908842 +7490,R148P; S220T; H230Y; G284C,0.101282425,5.0882955,26/08/2020,-7.44974E+17,0.09938772,1,54.5109 +7491,R148P; S220T; H230Y; H255P,0.004192277,1.7653764,26/08/2020,-7.44974E+17,0.001680534,1,686.8395 +7492,R148P; S220T; H230Y; H255Y,0.030244432,3.16033,26/08/2020,-7.44974E+17,0.029641257,4,110.39839 +7493,R148P; S220T; H230Y; H266Y; M291K,0.002479963,0.95513934,26/08/2020,-7.44974E+17,0.000439846,1,803.64276 +7494,R148P; S220T; H230Y; H271R,0.4355068,5.4788175,26/08/2020,-7.44974E+17,0.499251094,1,7.3800807 +7495,R148P; S220T; H230Y; I256N,0.57077605,5.2713065,26/08/2020,-7.44974E+17,0.612747951,2,3.8749006 +7496,R148P; S220T; H230Y; I256V,0.46995753,5.423082,26/08/2020,-7.44974E+17,0.540096412,1,6.196 +7497,R148P; S220T; H230Y; K236E,0.5849086,2.0188985,26/08/2020,-7.44974E+17,0.649931251,10,1.4034667 +7498,R148P; S220T; H230Y; K236I; E268D,0.22344235,5.3695116,26/08/2020,-7.44974E+17,0.228412409,1,21.215944 +7499,R148P; S220T; H230Y; K298R,0.5604819,5.665523,26/08/2020,-7.44974E+17,0.664658496,1,4.2736073 +7500,R148P; S220T; H230Y; L243M; Y290F,0.38321635,5.4396405,26/08/2020,-7.44974E+17,0.427396763,1,9.365235 +7501,R148P; S220T; H230Y; L243P,0.13346882,5.170752,26/08/2020,-7.44974E+17,0.135016069,1,39.42097 +7502,R148P; S220T; H230Y; L246H,0.004743842,2.0293348,26/08/2020,-7.44974E+17,0.002361783,1,643.5476 +7503,R148P; S220T; H230Y; L253P; Q283E,0.004737724,1.9299322,26/08/2020,-7.44974E+17,0.002014401,1,687.1511 +7504,R148P; S220T; H230Y; L253R,0.005602713,2.2505581,26/08/2020,-7.44974E+17,0.003228471,1,615.3971 +7505,R148P; S220T; H230Y; L269M,0.5927201,6.6075,26/08/2020,-7.44974E+17,0.651577484,2,4.3981605 +7506,R148P; S220T; H230Y; L272M,0.6559601,9.401467,26/08/2020,-7.44974E+17,0.669176007,10,4.875438 +7507,R148P; S220T; H230Y; M273L,0.08154959,4.96008,26/08/2020,-7.44974E+17,0.080629166,1,68.08029 +7508,R148P; S220T; H230Y; N238I,0.5965021,5.7255983,26/08/2020,-7.44974E+17,0.714524891,1,3.5741704 +7509,R148P; S220T; H230Y; N238S; A260V,0.18884982,5.0880237,26/08/2020,-7.44974E+17,0.205589151,1,25.019163 +7510,R148P; S220T; H230Y; N238Y,0.5943729,5.814488,26/08/2020,-7.44974E+17,0.70306493,1,3.7547948 +7511,R148P; S220T; H230Y; N249I,0.00278665,1.1240848,26/08/2020,-7.44974E+17,0.000630119,1,758.74994 +7512,R148P; S220T; H230Y; N249S,0.11267035,5.101674,26/08/2020,-7.44974E+17,0.111606935,1,47.52778 +7513,R148P; S220T; H230Y; P240R; L246V,0.006203953,2.3955858,26/08/2020,-7.44974E+17,0.003635944,1,575.8756 +7514,R148P; S220T; H230Y; P240S,0.106702074,5.119548,26/08/2020,-7.44974E+17,0.103367637,1,51.66021 +7515,R148P; S220T; H230Y; P300L,0.48472905,5.71024,26/08/2020,-7.44974E+17,0.556343054,1,6.2299323 +7516,R148P; S220T; H230Y; Q263P,0.002591696,0.9770903,26/08/2020,-7.44974E+17,0.000447957,1,785.27966 +7517,R148P; S220T; H230Y; Q283L,0.6023016,5.697891,26/08/2020,-7.44974E+17,0.71855839,1,3.4685345 +7518,R148P; S220T; H230Y; Q283R,0.061267942,4.822126,26/08/2020,-7.44974E+17,0.059438029,1,90.445465 +7519,R148P; S220T; H230Y; R258S,0.6386419,5.778663,26/08/2020,-7.44974E+17,0.775647736,1,2.9705086 +7520,R148P; S220T; H230Y; R279H,0.6258632,5.8054094,26/08/2020,-7.44974E+17,0.749266123,1,3.113664 +7521,R148P; S220T; H230Y; S267P; P300S,0.014030126,3.588444,26/08/2020,-7.44974E+17,0.011908143,1,335.08978 +7522,R148P; S220T; H230Y; S301G,0.25248906,5.3114223,26/08/2020,-7.44974E+17,0.269046205,1,17.648613 +7523,R148P; S220T; H230Y; T242I,0.56535953,5.6405144,26/08/2020,-7.44974E+17,0.668170383,1,4.122378 +7524,R148P; S220T; H230Y; T245I,0.024130058,4.1529336,26/08/2020,-7.44974E+17,0.021435082,1,211.05217 +7525,R148P; S220T; H230Y; V232A,0.57781845,5.818728,26/08/2020,-7.44974E+17,0.69400665,1,4.009755 +7526,R148P; S220T; H230Y; V232I,0.5900135,5.7438846,26/08/2020,-7.44974E+17,0.701663293,1,3.6972942 +7527,V293C,0.027047018,4.307267,26/08/2020,-7.44974E+17,0.024827837,1,195.03499 +7528,R148P; S220T; H230Y; V250A,0.34683427,5.4442277,26/08/2020,-7.44974E+17,0.38174737,1,11.092756 +7529,R148P; S220T; H230Y; V250E,0.08487767,5.032631,26/08/2020,-7.44974E+17,0.084292412,1,65.48316 +7530,R148P; S220T; H230Y; V293A,0.05697379,4.817208,26/08/2020,-7.44974E+17,0.054153561,1,97.936676 +7531,R148P; S220T; H230Y; V293I,0.56416416,1.2005287,26/08/2020,-7.44974E+17,0.688955936,10,0.9092228 +7532,R148P; S220T; H230Y; Y239H; V281D; A282T,0.004213869,1.7536529,26/08/2020,-7.44974E+17,0.00175416,1,680.52625 +7533,R148P; S220T; L227R; H230Y,0.009003115,2.9175324,26/08/2020,-7.44974E+17,0.00667427,1,443.52032 +7534,R148P; S220T; P224H,0.33750293,5.525748,26/08/2020,-7.44974E+17,0.36962002,1,11.695837 +7535,R148P; S220T; P224S; H230Y,0.35233167,5.5401144,26/08/2020,-7.44974E+17,0.38796955,1,11.134157 +7536,R148P; S220T; S225A; H230Y,0.6713054,5.6869645,26/08/2020,-7.44974E+17,0.821129716,1,2.39661 +7537,R148P; S220T; S225T; H230Y; P302L,0.48767683,5.4973726,26/08/2020,-7.44974E+17,0.561658491,1,5.935933 +7538,R148P; S220T; S226F; H230Y; N238Y; L246H; R279H,0.003320158,1.3492824,26/08/2020,-7.44974E+17,0.00098406,1,738.4482 +7539,R148P; S220T; S226P; H230Y; N249K,0.001969271,0.6577984,26/08/2020,-7.44974E+17,0.000145851,1,766.89655 +7540,R148P; S220T; V221M; H230Y,0.6080856,5.7060246,26/08/2020,-7.44974E+17,0.731173105,1,3.3874226 +7541,R148P; S225L; H230Y,0.042061154,4.551672,26/08/2020,-7.44974E+17,0.040766471,1,129.98334 +7542,R148P; T172R; M185T; L193P; S220T; H230Y,0.002483946,0.9092241,26/08/2020,-7.44974E+17,0.000377261,1,774.5285 +7543,R148P; T179A; S220T; H230Y,0.5807123,5.8326435,26/08/2020,-7.44974E+17,0.693909854,1,3.9856815 +7544,R148P; T179I; S220T; H230Y,0.500615,5.494957,26/08/2020,-7.44974E+17,0.580859647,1,5.5397143 +7545,R148P; T188A; S220T; H230Y,0.65991825,6.0052056,26/08/2020,-7.44974E+17,0.801352949,1,2.6637452 +7546,R148P; T207I; S220T; H230Y,0.60377145,5.5412154,26/08/2020,-7.44974E+17,0.731261722,1,3.4150007 +7547,R148P; T207I; S220T; H230Y; P300L,0.3497178,5.4709907,26/08/2020,-7.44974E+17,0.38789405,1,10.936231 +7548,R148P; V150A; S220T; H230Y,0.24249834,5.2735662,26/08/2020,-7.44974E+17,0.261078989,1,18.540247 +7549,R148P; V175G; S220T; H230Y; F297L,0.04739467,4.7346897,26/08/2020,-7.44974E+17,0.044759583,1,117.59474 +7550,R148P; V175M; S220T; H230Y; E254A,0.52022284,5.6323133,26/08/2020,-7.44974E+17,0.613552037,1,5.088523 +7551,R148P; V175M; S220T; H230Y; Y294H,0.2895999,5.4429197,26/08/2020,-7.44974E+17,0.321291433,1,14.90567 +7552,R148P; W216L; S220T; H230Y; P300A,0.116994865,5.023367,26/08/2020,-7.44974E+17,0.119631482,1,45.112965 +7553,R148P; Y177C; A202V; S220T; H230Y,0.006034819,2.4028425,26/08/2020,-7.44974E+17,0.003630947,1,588.7183 +7554,R148P; Y177N; S220T; H230Y,0.355155,4.946434,26/08/2020,-7.44974E+17,0.37431442,2,9.366762 +7555,R148P; Y186F; S220T; H230Y,0.34248522,5.3629885,26/08/2020,-7.44974E+17,0.386819781,1,11.126749 +7556,R148Q,0.09552277,6.2671156,26/08/2020,-7.44974E+17,0.095691569,2,64.14612 +7557,R148S,0.08107682,6.2422047,26/08/2020,-7.44974E+17,0.081377252,4,74.040665 +7558,R148S; D170N; L214H; V221E; A223T,0.015236792,3.7602863,26/08/2020,-7.44974E+17,0.011947905,1,321.1687 +7559,R148S; R155H; A174T,0.003013485,1.2506188,26/08/2020,-7.44974E+17,0.000891862,1,744.8307 +7560,R148S; S220T; Q299L,0.30679086,5.3787284,26/08/2020,-7.44974E+17,0.340787363,1,13.199202 +7561,R148S; T172I; S220T,0.2365181,5.3539786,26/08/2020,-7.44974E+17,0.25001564,1,19.440454 +7562,R148V,0.06605176,4.365016,26/08/2020,-7.44974E+17,0.065441002,5,64.85503 +7563,R148W,0.083685525,7.1944175,26/08/2020,-7.44974E+17,0.084270101,3,82.26426 +7564,R155A,0.20934828,5.2397046,26/08/2020,-7.44974E+17,0.218822121,1,22.660843 +7565,R155C,0.24444848,4.523388,26/08/2020,-7.44974E+17,0.250070637,3,14.706374 +7566,R155C; N190I; S220T; S225T; V250E; A259E,0.003372153,1.4114931,26/08/2020,-7.44974E+17,0.00105295,1,730.5966 +7567,R155C; P219H; S220T,0.18523556,5.122732,26/08/2020,-7.44974E+17,0.197718806,1,26.042143 +7568,R155D,0.042978153,6.022061,26/08/2020,-7.44974E+17,0.041843181,3,142.36397 +7569,R155E,0.3074104,6.3283916,26/08/2020,-7.44974E+17,0.307879372,3,14.813651 +7570,R155F,0.32900786,1.9965965,26/08/2020,-7.44974E+17,0.346752859,8,4.2045584 +7571,R155F; A156N; A159S,0.2974055,2.4238474,26/08/2020,-7.44974E+17,0.310722679,4,6.051125 +7572,R155F; A156N; A159T,0.28509024,0.9791606,26/08/2020,-7.44974E+17,0.297064544,4,2.7653239 +7573,R155F; A218M; A296T,0.7287736,7.2397265,26/08/2020,-7.44974E+17,0.735932581,15,2.6513164 +7574,R155G,0.15974805,4.347656,26/08/2020,-7.44974E+17,0.157115845,3,24.658823 +7575,R155H,0.25821015,0.77971673,26/08/2020,-7.44974E+17,0.281975679,8,2.455377 +7576,R155H; A156R,0.16172217,5.336319,26/08/2020,-7.44974E+17,0.166479512,1,31.967281 +7577,R155H; P270Q,0.011717177,3.405589,26/08/2020,-7.44974E+17,0.008968071,1,382.9229 +7578,R155H; S220T; H230Y,0.6320593,5.702611,26/08/2020,-7.44974E+17,0.765541531,1,3.0141327 +7579,R155H; S220T; H230Y; P302Q,0.56685907,5.711332,26/08/2020,-7.44974E+17,0.678014964,1,4.163573 +7580,R155H; S220T; V265I,0.62591547,5.7987432,26/08/2020,-7.44974E+17,0.74169318,1,3.1612916 +7581,R155I,0.1509744,6.529546,26/08/2020,-7.44974E+17,0.151216925,2,39.26616 +7582,R155K,0.29683438,4.1520576,26/08/2020,-7.44974E+17,0.302191459,12,9.948371 +7583,R155K; A156T; Y177W,0.5030534,4.0825887,26/08/2020,-7.44974E+17,0.504588303,32,4.0322046 +7584,R155L,0.13400002,5.191745,26/08/2020,-7.44974E+17,0.134268479,1,38.89699 +7585,R155L; S220T; G237S; D287E; A296T,0.6516623,5.446337,26/08/2020,-7.44974E+17,0.718844641,2,2.7233825 +7586,R155M,0.34059453,4.663451,26/08/2020,-7.44974E+17,0.346333315,9,9.156814 +7587,R155N,0.10620063,5.0424385,26/08/2020,-7.44974E+17,0.10779951,1,50.789135 +7588,R155P,0.004570527,1.930268,26/08/2020,-7.44974E+17,0.002200897,1,643.9642 +7589,R155P; A210S; D287N,0.002914416,1.2805681,26/08/2020,-7.44974E+17,0.00084802,1,789.1009 +7590,R155P; S220T,0.018003166,3.8718681,26/08/2020,-7.44974E+17,0.015668835,1,273.11563 +7591,R155S; L158H; A210T; L253P; P300A,0.006629528,2.5448427,26/08/2020,-7.44974E+17,0.00422022,1,540.4747 +7592,R155S; L176F; Y177F; A218T; S220T,0.014253706,3.663682,26/08/2020,-7.44974E+17,0.011713981,1,330.16168 +7593,R155T,0.1724604,6.0138764,26/08/2020,-7.44974E+17,0.177256435,2,30.82198 +7594,R155V,0.19462533,2.8092299,26/08/2020,-7.44974E+17,0.193074114,4,12.427279 +7595,R165A,0.03358321,4.39927,26/08/2020,-7.44974E+17,0.032386858,1,156.52187 +7596,R165C,0.056099173,4.567309,26/08/2020,-7.44974E+17,0.054835392,3,82.95308 +7597,R165C; Q263E,0.01866827,3.9594352,26/08/2020,-7.44974E+17,0.015970493,1,261.86676 +7598,R165C; S220T,0.5723223,5.862009,26/08/2020,-7.44974E+17,0.670650225,1,4.1606064 +7599,R165D,0.010793173,3.2722023,26/08/2020,-7.44974E+17,0.009408848,2,350.41165 +7600,R165E,0.033283982,4.513904,26/08/2020,-7.44974E+17,0.029872044,1,166.40706 +7601,R165F,0.028213706,4.883054,26/08/2020,-7.44974E+17,0.026760978,2,188.7559 +7602,R165H,0.08740165,4.9349847,26/08/2020,-7.44974E+17,0.087834212,1,62.686916 +7603,R165H; D170G,0.005523884,2.3026462,26/08/2020,-7.44974E+17,0.003571504,1,596.50385 +7604,R165H; D170Y; A174T; S220T,0.002286573,0.84446806,26/08/2020,-7.44974E+17,0.000309497,1,795.93896 +7605,R165H; P270S; S292F,0.003913326,1.6472186,26/08/2020,-7.44974E+17,0.001619478,1,713.9902 +7606,R165H; S220T,0.6392593,6.528052,26/08/2020,-7.44974E+17,0.670300775,4,3.6027522 +7607,R165H; S220T; G284V,0.004659815,2.0044613,26/08/2020,-7.44974E+17,0.002378393,1,670.873 +7608,R165I,0.11145624,4.084061,26/08/2020,-7.44974E+17,0.111520465,2,36.48279 +7609,R165K,0.12187789,4.9971275,26/08/2020,-7.44974E+17,0.123193672,2,39.473534 +7610,R165L,0.070083864,5.3406506,26/08/2020,-7.44974E+17,0.069282853,3,75.82445 +7611,R165M,0.06289787,5.43304,26/08/2020,-7.44974E+17,0.062073081,8,83.066475 +7612,R165M; G168R,0.003770096,1.6292461,26/08/2020,-7.44974E+17,0.001546461,1,693.5869 +7613,R165N,0.035734504,5.54715,26/08/2020,-7.44974E+17,0.035092728,2,164.45847 +7614,R165P,0.001481965,0.81447095,26/08/2020,-7.44974E+17,0.000397135,2,914.12146 +7615,R165S,0.056142576,2.9062467,26/08/2020,-7.44974E+17,0.055237505,5,52.832222 +7616,R165S; P171T; S220T; D287V; P302L,0.003250267,1.4702278,26/08/2020,-7.44974E+17,0.001220007,1,762.4378 +7617,R165S; S205G; S220T; S226Y; E268D; M273L,0.00379501,1.5377674,26/08/2020,-7.44974E+17,0.001321799,1,735.4363 +7618,R165S; S220T,0.17369696,5.3557553,26/08/2020,-7.44974E+17,0.179776748,1,29.069834 +7619,R165S; Y177F,0.021076895,4.066783,26/08/2020,-7.44974E+17,0.017739419,1,239.64195 +7620,R165T,0.08586154,3.4745758,26/08/2020,-7.44974E+17,0.087339564,5,39.348083 +7621,R165V,0.05811264,5.462883,26/08/2020,-7.44974E+17,0.058069928,2,97.14316 +7622,R165W,0.027341194,6.4808607,26/08/2020,-7.44974E+17,0.026443287,3,243.33911 +7623,R165Y,0.06995042,4.856632,26/08/2020,-7.44974E+17,0.070287563,1,77.780624 +7624,R247A,0.201646,5.807939,26/08/2020,-7.44974E+17,0.207719411,2,24.502974 +7625,R247C,0.10240115,5.689011,26/08/2020,-7.44974E+17,0.102188232,5,51.70385 +7626,R247C; G284C,0.002381321,1.0060016,26/08/2020,-7.44974E+17,0.000502717,1,811.7239 +7627,R247D,0.06615932,5.9609904,26/08/2020,-7.44974E+17,0.066823984,2,91.988495 +7628,R247E,0.123105824,3.6679935,26/08/2020,-7.44974E+17,0.123900212,4,27.89693 +7629,R247F,0.09266781,5.027281,26/08/2020,-7.44974E+17,0.091497644,1,59.590324 +7630,R247H,0.3080749,5.385324,26/08/2020,-7.44974E+17,0.336135248,1,13.277396 +7631,R247I,0.16247442,2.9110022,26/08/2020,-7.44974E+17,0.16347106,3,16.622488 +7632,R247K,0.4688044,6.823025,26/08/2020,-7.44974E+17,0.501557273,2,7.809511 +7633,R247L,0.12098766,4.183007,26/08/2020,-7.44974E+17,0.120013717,3,32.689606 +7634,R247M,0.10148602,5.4524064,26/08/2020,-7.44974E+17,0.102015889,2,52.562626 +7635,R247N,0.43606475,6.940151,26/08/2020,-7.44974E+17,0.458825173,4,9.069336 +7636,R247P,0.008351948,2.8917363,26/08/2020,-7.44974E+17,0.006094517,1,477.4352 +7637,R247Q,0.3452903,2.6747017,26/08/2020,-7.44974E+17,0.352068748,3,5.3441396 +7638,R247S,0.39634502,5.4334536,26/08/2020,-7.44974E+17,0.441050495,1,8.664495 +7639,R247S; N289D,0.012011073,3.4332974,26/08/2020,-7.44974E+17,0.009064859,1,380.57834 +7640,R247T,0.3464761,3.970087,26/08/2020,-7.44974E+17,0.362497254,2,7.914911 +7641,R247V,0.1414127,3.364239,26/08/2020,-7.44974E+17,0.139161426,2,23.924261 +7642,R247W,0.037560597,5.693326,26/08/2020,-7.44974E+17,0.036251803,2,159.92574 +7643,R247Y,0.076800615,4.9290442,26/08/2020,-7.44974E+17,0.075460357,1,71.52207 +7644,R258A,0.102186404,6.211411,26/08/2020,-7.44974E+17,0.101169939,2,59.342262 +7645,R258C,0.07500838,0.7604118,26/08/2020,-7.44974E+17,0.080935752,3,12.832485 +7646,R258C; G284D,0.004077532,1.7328293,26/08/2020,-7.44974E+17,0.001773504,1,720.7914 +7647,R258D,0.03201945,6.5070024,26/08/2020,-7.44974E+17,0.03171064,3,208.98206 +7648,R258D; S292Y,0.003610872,1.5693711,26/08/2020,-7.44974E+17,0.00137536,1,732.9428 +7649,R258E,0.0836682,4.873538,26/08/2020,-7.44974E+17,0.080054666,2,59.69229 +7650,R258F,0.06979159,7.137345,26/08/2020,-7.44974E+17,0.069527961,6,97.42449 +7651,R258G,0.054636814,5.7984366,26/08/2020,-7.44974E+17,0.052965879,2,109.75955 +7652,R258H,0.0932918,4.051872,26/08/2020,-7.44974E+17,0.091515528,2,44.73785 +7653,R258I,0.1296745,6.7569423,26/08/2020,-7.44974E+17,0.131749293,4,47.133495 +7654,R258K,0.20002581,7.2411766,26/08/2020,-7.44974E+17,0.202708084,5,29.575077 +7655,R258L,0.17255205,5.049481,26/08/2020,-7.44974E+17,0.171741416,6,24.951748 +7656,R258M,0.15407315,4.7580013,26/08/2020,-7.44974E+17,0.156035055,3,27.862928 +7657,R258N,0.055887092,8.018812,26/08/2020,-7.44974E+17,0.054578385,5,139.35728 +7658,R258P,0.002910092,1.2784815,26/08/2020,-7.44974E+17,0.000959497,1,789.2457 +7659,R258Q,0.17703095,6.4986744,26/08/2020,-7.44974E+17,0.177184038,5,30.988203 +7660,R258S,0.09867921,7.3884516,26/08/2020,-7.44974E+17,0.096937457,4,70.04507 +7661,R258T,0.13051885,5.1387534,26/08/2020,-7.44974E+17,0.13303639,11,34.85738 +7662,R258V,0.107326314,7.2439804,26/08/2020,-7.44974E+17,0.109142164,4,62.502705 +7663,R258W,0.05391212,7.725827,26/08/2020,-7.44974E+17,0.053737509,9,137.79077 +7664,R258Y,0.07165592,5.380148,26/08/2020,-7.44974E+17,0.071836878,4,73.51428 +7665,R274A,0.09003392,6.0491076,26/08/2020,-7.44974E+17,0.089401602,2,66.31522 +7666,R274C,0.060495373,4.8642435,26/08/2020,-7.44974E+17,0.058095123,1,91.276634 +7667,R274D,0.002663222,1.5919055,26/08/2020,-7.44974E+17,0.001454508,2,828.9541 +7668,R274E,0.016250378,4.2159653,26/08/2020,-7.44974E+17,0.015020388,2,290.21225 +7669,R274F,0.25039715,6.2713466,26/08/2020,-7.44974E+17,0.257052258,4,19.332108 +7670,R274G,0.009040611,4.5859313,26/08/2020,-7.44974E+17,0.008433284,3,543.67474 +7671,R274H,0.22756654,5.431772,26/08/2020,-7.44974E+17,0.227785863,3,19.347904 +7672,R274I,0.0511134,5.03226,26/08/2020,-7.44974E+17,0.05100742,3,100.45806 +7673,R274K,0.22161359,6.566415,26/08/2020,-7.44974E+17,0.224350888,2,24.379725 +7674,R274L,0.12544356,5.2138314,26/08/2020,-7.44974E+17,0.12440694,1,42.67361 +7675,R274M,0.13492633,5.258206,26/08/2020,-7.44974E+17,0.13300744,1,39.796577 +7676,R274N,0.025911478,5.559419,26/08/2020,-7.44974E+17,0.02553906,4,220.13663 +7677,R43P; T81S; T196M; A202T; S220T; V221L; K236R; T242I; Y290N,0.001732949,1.0039159,26/08/2020,-7.44974E+17,0.000554835,2,885.9789 +7678,R43Q,0.004327065,2.8798366,26/08/2020,-7.44974E+17,0.003690627,4,735.1002 +7679,R43S,0.003488962,2.140207,26/08/2020,-7.44974E+17,0.002279301,2,765.8256 +7680,R43S; C75R; G146C; V150M,0.002959363,1.2220142,26/08/2020,-7.44974E+17,0.000836408,1,773.31445 +7681,R43S; C75R; Y83F; Q107R; V130A; F142I; V204E,0.002421764,1.004264,26/08/2020,-7.44974E+17,0.000527084,1,807.72253 +7682,R43S; L234I; A280D,0.005000314,2.0775228,26/08/2020,-7.44974E+17,0.002722075,1,643.1283 +7683,R43S; P45S; S145L; S220T,0.003146061,1.3576297,26/08/2020,-7.44974E+17,0.001066822,1,738.31635 +7684,R43S; V135E; S145L,0.002315546,0.8846661,26/08/2020,-7.44974E+17,0.000357073,1,775.9007 +7685,R43T,0.002372498,1.461951,26/08/2020,-7.44974E+17,0.001121892,2,861.5546 +7686,R43V,0.00308462,1.2658311,26/08/2020,-7.44974E+17,0.000868062,1,772.58966 +7687,R43W,0.001214517,0.927637,26/08/2020,-7.44974E+17,0.00039308,3,1086.7476 +7688,R47A,0.038437676,4.4635606,26/08/2020,-7.44974E+17,0.037430972,3,121.3273 +7689,R47C,0.031922106,6.36879,26/08/2020,-7.44974E+17,0.031056967,3,204.62045 +7690,R47C; A111V,0.043411545,4.684134,26/08/2020,-7.44974E+17,0.041594544,1,127.57361 +7691,R47C; A156D; S220T; E254V,0.03376336,4.537218,26/08/2020,-7.44974E+17,0.030751453,1,160.72353 +7692,R47C; A59V,0.02620992,4.2066092,26/08/2020,-7.44974E+17,0.02402618,1,196.74481 +7693,R47C; C75Y,0.006581334,2.5295525,26/08/2020,-7.44974E+17,0.004310968,1,540.98114 +7694,R47C; D125G; M129L; A159D; A218T; G244S; L246F; R247S,0.002628431,1.0177934,26/08/2020,-7.44974E+17,0.000478611,1,775.1912 +7695,R47C; R148P; S220T; H230Y,0.1315701,5.1618147,26/08/2020,-7.44974E+17,0.132541983,1,39.42301 +7696,R47C; S220T,0.11656689,5.0210185,26/08/2020,-7.44974E+17,0.120173343,1,45.178326 +7697,R47C; S220T; A228V; P240Q; K298M,0.003387957,1.4676714,26/08/2020,-7.44974E+17,0.001119166,1,735.4863 +7698,R47C; T121S; S220T,0.0225307,4.14107,26/08/2020,-7.44974E+17,0.0205919,1,227.03854 +7699,R47C; T172S; Q194H; S220T; H230Q,0.021644449,4.073445,26/08/2020,-7.44974E+17,0.019351726,1,234.78789 +7700,R47C; V99A; H183Y; S220T,0.00342857,1.4015629,26/08/2020,-7.44974E+17,0.001070311,1,759.85913 +7701,R47C; Y79S; T179I; S205G; S220T,0.003192782,1.2857531,26/08/2020,-7.44974E+17,0.000830269,1,763.4152 +7702,R47E,0.010337544,4.6536074,26/08/2020,-7.44974E+17,0.009382671,3,483.26947 +7703,R47F,0.027307335,4.3227596,26/08/2020,-7.44974E+17,0.025043355,1,191.6337 +7704,R47F; G50C,0.011630245,3.3689642,26/08/2020,-7.44974E+17,0.008738705,1,394.66858 +7705,R47H,0.041893933,4.015739,26/08/2020,-7.44974E+17,0.0414658,4,98.336334 +7706,R47H; A59T; G168R; A206G; A303S,0.003154129,1.3759084,26/08/2020,-7.44974E+17,0.00109627,1,769.6233 +7707,R47H; E84K; A111P; W115R; L134Q; V250A; M291L,0.002281185,0.87084466,26/08/2020,-7.44974E+17,0.000333874,1,765.32874 +7708,R47H; F166C; A187V; E275V,0.00287277,1.2437321,26/08/2020,-7.44974E+17,0.000899913,1,806.5839 +7709,R47H; G104S; N178D; M185K; S220T,0.004124735,1.7421789,26/08/2020,-7.44974E+17,0.001907763,1,694.7847 +7710,R47H; L101P; G168E; S220T,0.003407133,1.359575,26/08/2020,-7.44974E+17,0.001081477,1,702.9227 +7711,R47H; L101R; Y186N; F217L; N238Y; L243M,0.00963354,3.0844963,26/08/2020,-7.44974E+17,0.007430765,1,443.1114 +7712,R47H; N102D; T207A; S220T; I256T; Q263H,0.002846937,1.138367,26/08/2020,-7.44974E+17,0.000640707,1,780.0347 +7713,R47H; R148C; T172S,0.00420202,1.8745618,26/08/2020,-7.44974E+17,0.002031992,1,671.63074 +7714,R47H; S220T; H230Y,0.6755646,5.7511377,26/08/2020,-7.44974E+17,0.821167219,1,2.3671546 +7715,R47H; S67C; N77S; V199A,0.004061142,1.7639917,26/08/2020,-7.44974E+17,0.002078087,1,715.92145 +7716,R47H; S67R; L93P; D125A; A169V; S220T; G237S,0.003508138,1.4639877,26/08/2020,-7.44974E+17,0.001162473,1,702.9457 +7717,R47L,0.01682909,4.0766664,26/08/2020,-7.44974E+17,0.016482464,5,251.972 +7718,R47L; A48E,0.003818097,1.6855592,26/08/2020,-7.44974E+17,0.001582749,1,701.71497 +7719,R47L; D139V; V141A; A149G; S220T,0.003815336,1.6287723,26/08/2020,-7.44974E+17,0.001548009,1,698.6785 +7720,R47L; F142L; S220T; A280V,0.044179842,4.61978,26/08/2020,-7.44974E+17,0.042784646,1,123.85053 +7721,R47L; G50D; M74I; D118G; A127D; R137H,0.003178873,1.3636947,26/08/2020,-7.44974E+17,0.001094617,1,771.1466 +7722,R47L; I62S; M82I; S220T; H271Q,0.002830055,1.1626763,26/08/2020,-7.44974E+17,0.000672863,1,764.52014 +7723,R47L; L176I; S220T; L246P; A257D,0.004985842,2.0123658,26/08/2020,-7.44974E+17,0.002516688,1,644.1105 +7724,R47L; L93F; L124I; A127T; S220T,0.002084954,0.8076182,26/08/2020,-7.44974E+17,0.000274859,1,833.83826 +7725,R47L; S220T; E254Q,0.20552671,5.1686687,26/08/2020,-7.44974E+17,0.220875563,1,23.106297 +7726,R47M,0.022202566,5.1070113,26/08/2020,-7.44974E+17,0.021158141,2,251.5968 +7727,R47P,0.01324199,3.895549,26/08/2020,-7.44974E+17,0.012133336,2,333.98703 +7728,R47P; A92N,0.005042148,2.1415546,26/08/2020,-7.44974E+17,0.002941207,1,639.4655 +7729,R47P; E84V; D163Y; A174T; L189S; S220T,0.003859414,1.6413462,26/08/2020,-7.44974E+17,0.001630753,1,691.8033 +7730,R47P; P171A; S201Y; S220T,0.002819087,1.2045391,26/08/2020,-7.44974E+17,0.000804047,1,786.19977 +7731,R47Q,0.031092966,6.215071,26/08/2020,-7.44974E+17,0.030418481,3,205.39912 +7732,R47S,0.014061217,3.532125,26/08/2020,-7.44974E+17,0.011387139,1,339.841 +7733,R47S; L51Q; Y79N; V199E; L227M; G286E,0.003345976,1.4570293,26/08/2020,-7.44974E+17,0.001161993,1,762.43024 +7734,R47S; Q54L; V99A; L198P; S220T; Q263R,0.002081614,0.77064025,26/08/2020,-7.44974E+17,0.00024553,1,756.20654 +7735,R47S; S103T; T188S,0.009110673,3.029618,26/08/2020,-7.44974E+17,0.006612834,1,447.9813 +7736,R47S; V71A; E84K; N178S; K298N,0.002145071,0.82651335,26/08/2020,-7.44974E+17,0.000287657,1,804.9283 +7737,R47V,0.072566055,4.2048798,26/08/2020,-7.44974E+17,0.071287698,2,60.141994 +7738,R47W,0.010519259,3.1459305,26/08/2020,-7.44974E+17,0.008134892,1,397.32846 +7739,R47Y,0.012717973,5.4092703,26/08/2020,-7.44974E+17,0.011820233,4,443.59735 +7740,R90A,0.046481997,4.7207294,26/08/2020,-7.44974E+17,0.042837014,1,120.17339 +7741,R90C,0.20744957,2.1398904,26/08/2020,-7.44974E+17,0.205676571,3,9.167167 +7742,R90C; R110C; T121M; A127T; A156V; L161P,0.004450016,1.9096831,26/08/2020,-7.44974E+17,0.002257372,1,660.00323 +7743,R90C; T196R; A213D; S220T; A229V; G284C,0.002868121,1.1964552,26/08/2020,-7.44974E+17,0.000798603,1,780.04156 +7744,R90C; W115R; G120C; L173Q; H285L,0.005615177,2.2889566,26/08/2020,-7.44974E+17,0.003310471,1,605.61835 +7745,R90D,0.04408714,4.6333513,26/08/2020,-7.44974E+17,0.04304136,1,123.479996 +7746,R90H; D152G; S220T,0.16071208,5.1390085,26/08/2020,-7.44974E+17,0.168102626,1,31.148571 +7747,R90H; E108D; A149T; S220T; K236R,0.33877876,5.4383097,26/08/2020,-7.44974E+17,0.377103796,1,11.600228 +7748,R90H; E208D,0.12083511,0.7551772,26/08/2020,-7.44974E+17,0.103518395,10,6.196793 +7749,R90H; G203D; S220T,0.53883123,5.5736876,26/08/2020,-7.44974E+17,0.636126118,1,4.6897745 +7750,R90H; R96S,0.28836945,5.420592,26/08/2020,-7.44974E+17,0.307239066,1,14.86628 +7751,R90H; S220T,0.70034534,6.8682604,26/08/2020,-7.44974E+17,0.784531743,2,2.6606078 +7752,R90I,0.0751556,3.1412535,26/08/2020,-7.44974E+17,0.074906992,4,41.856613 +7753,R90K,0.19093755,5.1537485,26/08/2020,-7.44974E+17,0.202580128,1,24.785677 +7754,R90K; S114L,0.11430317,5.2075043,26/08/2020,-7.44974E+17,0.112848734,1,47.64237 +7755,R90L,0.049107086,7.9968033,26/08/2020,-7.44974E+17,0.048897291,4,159.99962 +7756,R90L; D152Y; S220T,0.05383414,4.860461,26/08/2020,-7.44974E+17,0.05057659,1,106.47402 +7757,R90L; S220T,0.4469482,5.5703545,26/08/2020,-7.44974E+17,0.512439065,1,7.0400124 +7758,R90N,0.16925786,3.0861387,26/08/2020,-7.44974E+17,0.177145079,2,17.254044 +7759,R90P,0.055782493,4.4388504,26/08/2020,-7.44974E+17,0.056276418,7,77.83544 +7760,R90P; A174V,0.003294928,1.3864107,26/08/2020,-7.44974E+17,0.001034828,1,752.25714 +7761,R90P; S220T,0.5372233,5.636963,26/08/2020,-7.44974E+17,0.631606748,1,4.6949334 +7762,R90P; V109E; L189S; P300A,0.002246543,0.9093318,26/08/2020,-7.44974E+17,0.000352936,1,768.7826 +7763,R90Q,0.12109208,5.0570035,26/08/2020,-7.44974E+17,0.122582158,1,43.38607 +7764,R90S,0.361062,3.6336243,26/08/2020,-7.44974E+17,0.375100189,2,6.747487 +7765,R90S; A174V; A206V; S220T; S225P; E275V; E278G,0.005676757,2.2638338,26/08/2020,-7.44974E+17,0.002918456,1,617.21106 +7766,R90S; R148P; S220T; H230Y; A252T; G264C,0.011920163,3.4001262,26/08/2020,-7.44974E+17,0.009415021,1,375.98328 +7767,R90T,0.11677098,4.979233,26/08/2020,-7.44974E+17,0.115242187,3,40.428608 +7768,R90V,0.061421324,4.768693,26/08/2020,-7.44974E+17,0.061235786,2,80.95076 +7769,R90W,0.038611714,6.738756,26/08/2020,-7.44974E+17,0.038481519,3,177.04932 +7770,R90Y,0.045218576,5.436494,26/08/2020,-7.44974E+17,0.044757639,2,126.80902 +7771,R94A,0.087630406,5.106509,26/08/2020,-7.44974E+17,0.084754434,1,63.589096 +7772,R94C,0.035195604,1.5520821,26/08/2020,-7.44974E+17,0.035306555,2,57.64223 +7773,R94C; A116T,0.03467044,4.4438167,26/08/2020,-7.44974E+17,0.032932465,1,152.78957 +7774,R94C; E108G; W115C; S220T; Y290N,0.003186774,1.3487449,26/08/2020,-7.44974E+17,0.001044145,1,740.3165 +7775,R94C; L214H; S220T; A252G; H271Y,0.007426679,2.672766,26/08/2020,-7.44974E+17,0.005125992,1,506.2899 +7776,R94C; M184L; S220T; L222P; E295V,0.002788324,1.2164211,26/08/2020,-7.44974E+17,0.000838549,1,773.807 +7777,R94C; N102D; G162E; L176F; S220T,0.003600708,1.5443022,26/08/2020,-7.44974E+17,0.001343988,1,729.4302 +7778,R94C; P131E,0.037717417,4.5357213,26/08/2020,-7.44974E+17,0.036172099,1,141.88208 +7779,R94C; W115R; L119P; N249K; S301N,0.002380161,0.9209547,26/08/2020,-7.44974E+17,0.000356228,1,805.3807 +7780,R94C; Y123C; S220T; R247C,0.002670432,1.1281834,26/08/2020,-7.44974E+17,0.000656189,1,845.539 +7781,R94D,0.030850423,5.2843466,26/08/2020,-7.44974E+17,0.02996601,2,184.95972 +7782,R94D; I128N; L143S; L227Q; H266L,0.015006144,3.6662803,26/08/2020,-7.44974E+17,0.012203756,1,316.8564 +7783,R94E,0.043270726,5.8328714,26/08/2020,-7.44974E+17,0.04244912,3,137.11574 +7784,R94F,0.06589563,2.974999,26/08/2020,-7.44974E+17,0.065101088,3,47.25763 +7785,R94G,0.046246536,5.0293245,26/08/2020,-7.44974E+17,0.045797557,4,109.62318 +7786,R94H,0.051878322,4.7614174,26/08/2020,-7.44974E+17,0.051576949,1,107.18717 +7787,R94H; G146V; L158H; N190T; A213T; Y294F,0.004475979,1.8752089,26/08/2020,-7.44974E+17,0.002226517,1,658.26984 +7788,R94H; L119H,0.04917337,4.756164,26/08/2020,-7.44974E+17,0.047238853,1,112.540794 +7789,R94H; M129T; L167H,0.004495931,1.891706,26/08/2020,-7.44974E+17,0.002261227,1,671.50665 +7790,R94H; R148P; S220T; H230Y,0.44078514,1.1831063,26/08/2020,-7.44974E+17,0.505082408,10,1.5256 +7791,R94H; S220I; H285R,0.013130901,3.5069997,26/08/2020,-7.44974E+17,0.010559771,1,346.17566 +7792,R94H; S220T; H230Y; H271Q,0.7639941,13.939537,26/08/2020,-7.44974E+17,0.782098642,10,4.223772 +7793,R94H; T121M,0.1134391,1.0920882,26/08/2020,-7.44974E+17,0.101654719,10,9.225772 +7794,R94H; V141G; A156T; L158F; S160L; M184T,0.002753186,1.1306169,26/08/2020,-7.44974E+17,0.000635828,1,758.81866 +7795,R94I,0.056290258,5.4243956,26/08/2020,-7.44974E+17,0.055650414,3,97.07883 +7796,R94K,0.10480752,5.783109,26/08/2020,-7.44974E+17,0.10289286,2,53.86166 +7797,R94L,0.050978366,5.4984593,26/08/2020,-7.44974E+17,0.049772648,2,112.67272 +7798,R94L; F297S,0.002735802,1.1236618,26/08/2020,-7.44974E+17,0.000655658,1,790.9017 +7799,R94L; L193I; S220T; P240Q,0.016475039,3.579794,26/08/2020,-7.44974E+17,0.014902931,2,250.93562 +7800,R94L; R148P; S220T; H230Y; L234R,0.024846504,4.2018256,26/08/2020,-7.44974E+17,0.02285418,1,207.03178 +7801,R94L; S220T,0.23029733,5.405638,26/08/2020,-7.44974E+17,0.245452984,1,20.441572 +7802,R94P,0.049614202,5.5878935,26/08/2020,-7.44974E+17,0.048175289,2,118.56226 +7803,R94P; F297Y,0.006435453,2.4912186,26/08/2020,-7.44974E+17,0.00439844,1,558.2726 +7804,R94Q,0.11261586,2.8448129,26/08/2020,-7.44974E+17,0.111135335,5,24.051853 +7805,R94S,0.075539336,4.355855,26/08/2020,-7.44974E+17,0.074821854,5,55.88779 +7806,R94S; F166L; A169E; A259E; S301G,0.002247502,0.78449273,26/08/2020,-7.44974E+17,0.000194712,1,755.91583 +7807,R94S; R148P; E153D; S220T; H230Y; N249S; R258C,0.012902358,3.4857461,26/08/2020,-7.44974E+17,0.010295363,1,355.17233 +7808,R94S; R96S; G162R; V232A; A259S,0.002504188,0.8700182,26/08/2020,-7.44974E+17,0.000287141,1,773.1113 +7809,R94S; V109F,0.033715006,1.1304114,26/08/2020,-7.44974E+17,0.033141993,2,47.293526 +7810,R94T,0.07816261,4.5447235,26/08/2020,-7.44974E+17,0.078750943,3,57.92405 +7811,R94T; R110H,0.022802385,4.135935,26/08/2020,-7.44974E+17,0.020555099,1,227.8851 +7812,R94V,0.14824602,5.1702166,26/08/2020,-7.44974E+17,0.15222118,1,35.12496 +7813,R94W,0.030749872,5.1375585,26/08/2020,-7.44974E+17,0.029273359,2,180.89163 +7814,R94Y,0.10737879,5.219794,26/08/2020,-7.44974E+17,0.104949797,3,46.183582 +7815,R96C,0.07394357,0.85387677,26/08/2020,-7.44974E+17,0.075067326,3,14.348571 +7816,R96C; A116T; V204A; S220T; E261V,0.009878824,3.1455925,26/08/2020,-7.44974E+17,0.007637704,1,435.34195 +7817,R96C; A127S; H183L; D211G; S220T,0.003966318,1.6892931,26/08/2020,-7.44974E+17,0.001637073,1,695.05817 +7818,R96C; G120V,0.00379514,1.6195871,26/08/2020,-7.44974E+17,0.001482381,1,727.0312 +7819,R96C; P106S; T245A; H271N,0.002479201,1.0374362,26/08/2020,-7.44974E+17,0.000526496,1,783.7067 +7820,R96C; S103L,0.002940272,1.1757457,26/08/2020,-7.44974E+17,0.000634887,1,749.4123 +7821,R96C; S205I; R247S,0.007365024,2.676188,26/08/2020,-7.44974E+17,0.004859556,1,517.19086 +7822,R96C; V150L; S220T; H230Y,0.26103997,5.276361,26/08/2020,-7.44974E+17,0.2825622,1,16.748878 +7823,R96C; W115S; G203D,0.00233971,0.8595259,26/08/2020,-7.44974E+17,0.000277981,1,810.9131 +7824,R96D,0.002029316,2.0782082,26/08/2020,-7.44974E+17,0.001445974,4,1167.7621 +7825,R96E,0.003657632,1.5790944,26/08/2020,-7.44974E+17,0.003159517,4,511.49933 +7826,R96G,0.052841347,0.91547066,26/08/2020,-7.44974E+17,0.052780891,3,22.417742 +7827,R96G; M184V,0.007386537,2.704595,26/08/2020,-7.44974E+17,0.005075329,1,525.7973 +7828,R96H; G191V; S220T; T245S; G286V,0.003212603,1.4336126,26/08/2020,-7.44974E+17,0.00126835,1,744.99207 +7829,R96H; L176F; G203D; Y290C,0.003297266,1.4077094,26/08/2020,-7.44974E+17,0.001081664,1,737.9371 +7830,R96H; N100F,0.002217212,1.4220895,26/08/2020,-7.44974E+17,0.001163418,2,891.73364 +7831,R96H; R148P; A202V; S220T; H230Y,0.15554526,5.2336006,26/08/2020,-7.44974E+17,0.158705218,1,32.650482 +7832,R96H; R148P; S220T; H230Y; A252V,0.15372102,5.100661,26/08/2020,-7.44974E+17,0.159765431,1,32.737255 +7833,R96H; V199A; L243Q; H271R,0.095397554,4.990458,26/08/2020,-7.44974E+17,0.098453239,1,56.202602 +7834,R96H; V99F,0.003629689,1.9383262,26/08/2020,-7.44974E+17,0.002513553,2,694.39636 +7835,R96I,0.038504872,5.417682,26/08/2020,-7.44974E+17,0.037936067,2,150.11642 +7836,R96L,0.017411616,1.4464942,26/08/2020,-7.44974E+17,0.017073606,3,102.78642 +7837,R96L; N178Y; S205N,0.002278102,0.8929785,26/08/2020,-7.44974E+17,0.000309144,1,792.7038 +7838,R96N,0.049680438,0.8058873,26/08/2020,-7.44974E+17,0.052584657,2,23.96051 +7839,R96P,0.003804185,1.6301253,26/08/2020,-7.44974E+17,0.001529543,1,719.91907 +7840,R96Q,0.046124816,1.1675003,26/08/2020,-7.44974E+17,0.046724949,4,29.90477 +7841,R96S,0.07394338,0.7415725,26/08/2020,-7.44974E+17,0.066646982,10,10.521117 +7842,R96S; A112D; S145T,0.002270561,0.92537206,26/08/2020,-7.44974E+17,0.000385658,1,811.0355 +7843,R96S; D118N; R137S; H285L,0.029736433,4.4238377,26/08/2020,-7.44974E+17,0.027188445,1,178.93016 +7844,R96S; N178Y; S220T; A252T,0.005147475,2.1127207,26/08/2020,-7.44974E+17,0.002764798,1,623.26526 +7845,R96S; R137L; A257T,0.006892111,2.6106603,26/08/2020,-7.44974E+17,0.00431615,1,534.1478 +7846,R96S; S220T; H230Y,0.7215138,14.021151,26/08/2020,-7.44974E+17,0.738943333,10,5.340257 +7847,R96T,0.024287557,0.825025,26/08/2020,-7.44974E+17,0.025028062,2,53.010265 +7848,R96V,0.04972907,4.704475,26/08/2020,-7.44974E+17,0.048658519,1,109.4423 +7849,R96W,0.002914712,1.1848887,26/08/2020,-7.44974E+17,0.0006667,1,753.50195 +7850,S103A; L176S; S220T; K298N,0.003558092,1.4838183,26/08/2020,-7.44974E+17,0.001282064,1,725.81464 +7851,S103A; V150A; S220T,0.006762842,2.5615335,26/08/2020,-7.44974E+17,0.00457549,1,530.5396 +7852,S103C,0.014080341,1.3793354,26/08/2020,-7.44974E+17,0.013584298,4,115.56673 +7853,S103D,0.008277395,1.5801154,26/08/2020,-7.44974E+17,0.006859407,2,266.5845 +7854,S103E,0.0013324,1.4194697,26/08/2020,-7.44974E+17,0.000879553,5,1242.5837 +7855,S103G,0.06283192,5.290128,26/08/2020,-7.44974E+17,0.061486152,2,86.73495 +7856,S103H,0.001834164,2.2582366,26/08/2020,-7.44974E+17,0.001492591,7,1322.7086 +7857,S103I,0.018007623,4.681764,26/08/2020,-7.44974E+17,0.016629475,2,284.68082 +7858,S103K,0.000983181,1.0323775,26/08/2020,-7.44974E+17,0.000534761,5,1262.6522 +7859,S103L,0.001872101,1.7292084,26/08/2020,-7.44974E+17,0.001378541,5,1043.6067 +7860,S103L; A111E; H183Y; L193H; Q263H,0.028423361,4.2754683,26/08/2020,-7.44974E+17,0.026120841,1,184.93584 +7861,S103L; A116T; A187V; S220T,0.003115967,1.2576847,26/08/2020,-7.44974E+17,0.000846372,1,769.9225 +7862,S103L; A140G; D147E; S220T; S226P,0.004529859,1.9132622,26/08/2020,-7.44974E+17,0.002209659,1,649.10425 +7863,S103L; A156D; G191R; A195V; S220T; H255L,0.003740657,1.5886759,26/08/2020,-7.44974E+17,0.001497175,1,672.86316 +7864,S103L; D163E; S220T; G241C,0.004826577,2.029402,26/08/2020,-7.44974E+17,0.002515721,1,651.8406 +7865,S103L; D170V; T179S; H183R; M185I; Q194K; D235G; T242I,0.002454076,0.9788429,26/08/2020,-7.44974E+17,0.000430422,1,768.0344 +7866,S103L; E108D,0.009931264,2.9651809,26/08/2020,-7.44974E+17,0.008887437,2,347.1967 +7867,S103L; I128F; T157S; M185K; S220T; R258C,0.002977155,1.2881002,26/08/2020,-7.44974E+17,0.000925982,1,770.81415 +7868,S103L; M129T; D170G; T245A,0.002561616,0.9617024,26/08/2020,-7.44974E+17,0.000378428,1,779.18976 +7869,S103L; M129V,0.002550298,0.9605991,26/08/2020,-7.44974E+17,0.000373088,1,788.91907 +7870,S103L; S220T,0.005399518,2.2060392,26/08/2020,-7.44974E+17,0.002985616,1,620.6592 +7871,S103L; S220T; H230Y; A277D,0.00240696,0.86817735,26/08/2020,-7.44974E+17,0.00031092,1,762.60364 +7872,S103L; S220T; H271L,0.004255338,1.7793586,26/08/2020,-7.44974E+17,0.00184767,1,691.1178 +7873,S103L; V109L; A127S; M129T,0.001750186,0.5627597,26/08/2020,-7.44974E+17,6.28E-05,1,740.9626 +7874,S103M,0.006730852,1.5870887,26/08/2020,-7.44974E+17,0.006323063,5,269.50882 +7875,S103N,0.006472422,2.0287995,26/08/2020,-7.44974E+17,0.005962524,5,352.82913 +7876,S103P,0.001061891,1.1371008,26/08/2020,-7.44974E+17,0.000580102,5,1282.6298 +7877,S103P; E108K; G146C; S205R; A260E; N289D,0.003352949,1.4359543,26/08/2020,-7.44974E+17,0.00124526,1,720.4567 +7878,S103P; L134P,0.006056434,2.3263085,26/08/2020,-7.44974E+17,0.003484106,1,577.9701 +7879,S103P; Q107H; F142S; R148H; L151P; T157I; L193P; S220T,0.003249172,1.3553292,26/08/2020,-7.44974E+17,0.000969537,1,763.5294 +7880,S103P; R148P; S220T; H230Y,0.004044395,1.711393,26/08/2020,-7.44974E+17,0.001656448,1,711.2875 +7881,S103P; R155H; S220T; G244S; M291V,0.003821657,1.6137322,26/08/2020,-7.44974E+17,0.00158784,1,696.50055 +7882,S103P; V109L,0.002298856,0.9264284,26/08/2020,-7.44974E+17,0.000408121,1,800.78186 +7883,S103Q,0.002424088,1.718088,26/08/2020,-7.44974E+17,0.001669059,3,867.37085 +7884,S103R,0.001700738,0.9854902,26/08/2020,-7.44974E+17,0.000489345,2,908.3528 +7885,S103T,0.049810458,2.9038424,26/08/2020,-7.44974E+17,0.048938859,2,65.69839 +7886,S103T; A112S; D152V; T157A; S220T,0.002868462,1.1464759,26/08/2020,-7.44974E+17,0.000702026,1,762.2611 +7887,S103T; A116T; D118G; D163N; N178T; L189I; F209I; V250E; V293I,0.003147157,1.3715197,26/08/2020,-7.44974E+17,0.00108427,1,772.99994 +7888,S103T; D211G; S220T,0.051387366,4.717494,26/08/2020,-7.44974E+17,0.048417942,1,107.99576 +7889,S103T; G146C; H154R; S220T; A231V; N289I; Q299K,0.004804834,2.0769293,26/08/2020,-7.44974E+17,0.002545508,1,650.90924 +7890,S103T; P164S; H288L; Y294F; K298N,0.002142838,0.7434207,26/08/2020,-7.44974E+17,0.000177677,1,753.78735 +7891,S103V,0.010435894,1.2351865,26/08/2020,-7.44974E+17,0.009777214,3,152.37779 +7892,S103W,0.001511264,1.1840663,26/08/2020,-7.44974E+17,0.001067792,6,922.0331 +7893,S103Y,0.001163513,1.1948366,26/08/2020,-7.44974E+17,0.000915362,8,1147.5887 +7894,S114A,0.27097315,1.3831269,26/08/2020,-7.44974E+17,0.293304829,3,4.2040553 +7895,S114D,0.22083859,0.6108328,26/08/2020,-7.44974E+17,0.283917233,3,2.850724 +7896,S114E,0.19188301,0.4845621,26/08/2020,-7.44974E+17,0.226973659,7,2.41911 +7897,S114F,0.115683235,0.5381945,26/08/2020,-7.44974E+17,0.135326339,5,5.2106442 +7898,S114G,0.21132474,0.5129387,26/08/2020,-7.44974E+17,0.250608609,9,2.1489234 +7899,S114H,0.17355962,0.5177683,26/08/2020,-7.44974E+17,0.206420232,5,3.0427876 +7900,S114I,0.14867783,0.7204921,26/08/2020,-7.44974E+17,0.166465826,3,5.470319 +7901,S114I; G120V,0.02742285,1.0519636,26/08/2020,-7.44974E+17,0.027397999,2,53.74864 +7902,S114L,0.1662634,0.65553385,26/08/2020,-7.44974E+17,0.186195918,5,3.9545662 +7903,S114L; D139E; G191A; W216R,0.004189435,1.832859,26/08/2020,-7.44974E+17,0.002155717,1,695.70294 +7904,S114L; E153D; L158H; S220T,0.004098007,1.7826895,26/08/2020,-7.44974E+17,0.001877559,1,704.47906 +7905,S114L; L143M; V276F,0.013875635,3.429238,26/08/2020,-7.44974E+17,0.012623178,2,284.44232 +7906,S114L; L181S; D287E,0.007899601,2.798107,26/08/2020,-7.44974E+17,0.005711297,1,491.85526 +7907,S114L; R148P; L173V; S220T; H230Y,0.3202923,5.401661,26/08/2020,-7.44974E+17,0.349226949,1,12.650481 +7908,S114L; S220T,0.655958,6.66546,26/08/2020,-7.44974E+17,0.731648012,2,3.2835119 +7909,S114L; S220T; H230Y; M273I; M291K,0.004146934,1.7350295,26/08/2020,-7.44974E+17,0.001685782,1,701.90076 +7910,S114M,0.14055628,0.43327126,26/08/2020,-7.44974E+17,0.163372074,6,3.3723218 +7911,S114N,0.2186233,0.66581595,26/08/2020,-7.44974E+17,0.271385772,4,2.9324598 +7912,S114N; D118N,0.16208372,0.46401802,26/08/2020,-7.44974E+17,0.21937191,2,3.6323547 +7913,S114P,0.044037923,0.98399276,26/08/2020,-7.44974E+17,0.044377889,8,24.114761 +7914,S114P; L143F; M248V; Q299L,0.009595094,3.114,26/08/2020,-7.44974E+17,0.007135925,1,437.3653 +7915,S114P; T179S,0.079334825,4.9340787,26/08/2020,-7.44974E+17,0.077091067,1,69.542625 +7916,S114Q,0.22542073,0.46053657,26/08/2020,-7.44974E+17,0.277298873,8,1.7990898 +7917,S114R,0.19443917,0.5205421,26/08/2020,-7.44974E+17,0.238462121,5,2.6114726 +7918,S114T,0.26170877,1.086266,26/08/2020,-7.44974E+17,0.294325495,9,3.2467167 +7919,S114T; A197T,0.00694639,2.6211462,26/08/2020,-7.44974E+17,0.004680431,1,536.93994 +7920,S114T; A197V; I212V; D287E,0.016653374,3.7925534,26/08/2020,-7.44974E+17,0.014338147,1,289.53946 +7921,S114T; D170E,0.085261226,0.70719266,26/08/2020,-7.44974E+17,0.074412204,10,8.687257 +7922,S114T; H154N; S220T,0.6736092,6.027746,26/08/2020,-7.44974E+17,0.803678211,1,2.4986136 +7923,S114T; M185K; P240L; E254Q; A296S,0.004864989,2.043027,26/08/2020,-7.44974E+17,0.002605816,1,659.5826 +7924,S114T; P131Q; F166L; G168V; A180T; D211G; F297V,0.002304501,0.86655253,26/08/2020,-7.44974E+17,0.000275311,1,786.6028 +7925,S114T; P240T; M273L; V281D,0.002444555,0.8787609,26/08/2020,-7.44974E+17,0.000331649,1,736.7265 +7926,S114T; S220T,0.5591019,5.8393598,26/08/2020,-7.44974E+17,0.655539549,1,4.440633 +7927,S114V,0.21825287,0.77045876,26/08/2020,-7.44974E+17,0.262780048,4,3.3093956 +7928,S114W,0.15527236,6.5926623,26/08/2020,-7.44974E+17,0.158414027,3,37.456745 +7929,S114W; A116T,0.045882225,4.699037,26/08/2020,-7.44974E+17,0.043852654,1,121.928314 +7930,S114Y,0.12547165,0.48291266,26/08/2020,-7.44974E+17,0.13525917,13,3.8132586 +7931,S117A,0.24678664,0.5744151,26/08/2020,-7.44974E+17,0.309001397,3,2.2099593 +7932,S117A; S220T; Y239C,0.006780365,2.5727475,26/08/2020,-7.44974E+17,0.004391895,1,546.3681 +7933,S117C,0.2973392,5.251487,26/08/2020,-7.44974E+17,0.334591508,1,13.663151 +7934,S117D,0.2515022,0.83797824,26/08/2020,-7.44974E+17,0.288033732,10,2.6686234 +7935,S117E,0.3239692,1.8780835,26/08/2020,-7.44974E+17,0.344144316,7,4.083385 +7936,S117F,0.19049615,1.0948434,26/08/2020,-7.44974E+17,0.207673954,5,5.2816706 +7937,S117F; L181S; V204M; A218E; H266Q,0.002348962,0.8111798,26/08/2020,-7.44974E+17,0.000237264,1,802.7857 +7938,S117G,0.18527858,0.53486794,26/08/2020,-7.44974E+17,0.227727283,6,2.7822835 +7939,S117H,0.29335657,1.4388661,26/08/2020,-7.44974E+17,0.321963235,8,3.6305077 +7940,S117H; A156N; A159S,0.46146977,2.0841215,26/08/2020,-7.44974E+17,0.457515056,8,2.4581184 +7941,S117H; A156N; A159T,0.36854875,0.83977467,26/08/2020,-7.44974E+17,0.384639818,8,1.5038038 +7942,S117H; A156N; A296I,0.4265486,0.652707,26/08/2020,-7.44974E+17,0.545539477,10,0.9009365 +7943,S117H; A218M; A296T,0.725848,8.034426,26/08/2020,-7.44974E+17,0.736442047,15,2.984966 +7944,S117I,0.1220951,0.44139254,26/08/2020,-7.44974E+17,0.133005438,9,3.7822587 +7945,S117K,0.1671211,0.4311059,26/08/2020,-7.44974E+17,0.197830352,6,2.622483 +7946,S117K; G120D,0.27336332,5.358687,26/08/2020,-7.44974E+17,0.29621608,1,15.680311 +7947,S117L,0.15017793,0.6897186,26/08/2020,-7.44974E+17,0.162444391,8,4.4840817 +7948,S117L; A218E,0.17940055,5.193417,26/08/2020,-7.44974E+17,0.191096935,1,27.451708 +7949,S117M,0.18729965,1.3813921,26/08/2020,-7.44974E+17,0.197548763,5,6.6997604 +7950,S117N,0.16299568,0.55633944,26/08/2020,-7.44974E+17,0.1822072,10,3.21263 +7951,S117P,0.007800723,1.337612,26/08/2020,-7.44974E+17,0.007356679,6,195.55403 +7952,S117P; G136D,0.002554643,1.0017369,26/08/2020,-7.44974E+17,0.000481645,1,786.8814 +7953,S117P; G241C; V276D,0.001775568,0.5998784,26/08/2020,-7.44974E+17,0.000107976,1,745.47656 +7954,S117P; M129I; P224L; A231V,0.002808277,1.1803174,26/08/2020,-7.44974E+17,0.000698767,1,789.16437 +7955,S117P; S220T,0.004172628,1.7722365,26/08/2020,-7.44974E+17,0.001909866,1,670.62946 +7956,S117P; S220T; L272Q,0.002937531,1.1541953,26/08/2020,-7.44974E+17,0.000638496,1,757.99774 +7957,S117P; S220T; N238S,0.004176817,1.8027973,26/08/2020,-7.44974E+17,0.001868163,1,680.23065 +7958,S117P; T121M; S220T,0.014938357,3.6519256,26/08/2020,-7.44974E+17,0.01235361,1,317.31226 +7959,S117P; W216R; S220T,0.002987744,1.2748965,26/08/2020,-7.44974E+17,0.000897796,1,784.99756 +7960,S117Q,0.2547423,1.21861,26/08/2020,-7.44974E+17,0.279491878,3,4.1542406 +7961,S117R,0.18117215,0.49821496,26/08/2020,-7.44974E+17,0.215981267,4,2.9302804 +7962,S117T,0.29199955,5.340265,26/08/2020,-7.44974E+17,0.316557599,1,14.249482 +7963,S117T; D170Y; H183L,0.003484104,1.5592175,26/08/2020,-7.44974E+17,0.001405425,1,744.0345 +7964,S117T; V204A; F217L; H271L,0.002846563,1.1697642,26/08/2020,-7.44974E+17,0.000760282,1,758.1591 +7965,S117V,0.14999868,0.581362,26/08/2020,-7.44974E+17,0.163873838,10,3.7579105 +7966,S117W,0.116516046,0.656705,26/08/2020,-7.44974E+17,0.124811939,8,5.811686 +7967,S117Y,0.14753176,0.863801,26/08/2020,-7.44974E+17,0.175214394,2,6.8230667 +7968,S117Y; F142C,0.027863685,4.3077526,26/08/2020,-7.44974E+17,0.025409758,1,189.34389 +7969,S11A; A13T; G19R; L76I; F86Y; L182R; S220T,0.002312259,0.862713,26/08/2020,-7.44974E+17,0.000317251,1,733.1666 +7970,S11A; L31M; T39I; V113I; G120S; R148H; L189I; A210V; D233E; H266L,0.001863225,0.5950326,26/08/2020,-7.44974E+17,8.82E-05,1,767.8208 +7971,S11A; R148P; S220T; H230Y,0.6428746,5.8450108,26/08/2020,-7.44974E+17,0.778337021,1,2.9045067 +7972,S11C,0.09982317,5.4935474,26/08/2020,-7.44974E+17,0.097648558,3,52.69493 +7973,S11D,0.092838116,5.6941643,26/08/2020,-7.44974E+17,0.094927543,3,59.040974 +7974,S11E,0.069569156,6.766483,26/08/2020,-7.44974E+17,0.06867763,3,95.40846 +7975,S11G,0.12668607,6.410311,26/08/2020,-7.44974E+17,0.127096867,2,47.569794 +7976,S11L,0.11512253,6.081045,26/08/2020,-7.44974E+17,0.115826691,2,50.766296 +7977,S11L; A197T; D211Y; S220T; A257V,0.002775641,1.1028802,26/08/2020,-7.44974E+17,0.000639338,1,755.9549 +7978,S11L; A48E; V265E,0.001458357,0.32785034,26/08/2020,-7.44974E+17,3.80E-06,1,669.4434 +7979,S11L; L25H; A59E; C75S; G104S; N251K; S292C; P302A,0.003014322,1.3110846,26/08/2020,-7.44974E+17,0.000944655,1,752.1702 +7980,S11L; L32P; P270T; N289I,0.002276619,0.92793417,26/08/2020,-7.44974E+17,0.000411245,1,823.917 +7981,S11L; S220T,0.59731466,6.9302173,26/08/2020,-7.44974E+17,0.655393448,2,4.4927197 +7982,S11L; T38P; A140S; E153G; H154N; P171H; T172A; D211H; A260G; H285L; E295D,0.004991382,2.0875523,26/08/2020,-7.44974E+17,0.002756203,1,640.4081 +7983,S11L; V30E; S220T,0.39014557,5.3295884,26/08/2020,-7.44974E+17,0.453339152,1,8.849717 +7984,S11L; Y79F; S220T; A229V; A252T,0.002768483,1.1632313,26/08/2020,-7.44974E+17,0.000711817,1,791.0694 +7985,S11M,0.07899564,6.0921593,26/08/2020,-7.44974E+17,0.079082363,2,77.62393 +7986,S11N,0.12121831,5.876205,26/08/2020,-7.44974E+17,0.121142273,2,46.330544 +7987,S11P,0.11576388,5.109282,26/08/2020,-7.44974E+17,0.117343674,1,46.109596 +7988,S11P; A13V; Q54P; I62F; A228V; H230L,0.001792489,0.5927809,26/08/2020,-7.44974E+17,8.60E-05,1,744.4004 +7989,S11P; D95E,0.16343689,5.299823,26/08/2020,-7.44974E+17,0.166709948,1,31.463018 +7990,S11P; E108D; S220T,0.23435004,5.3035083,26/08/2020,-7.44974E+17,0.254941828,1,19.652235 +7991,S11P; E91V; T172A; M291T,0.005472689,2.2075183,26/08/2020,-7.44974E+17,0.003142849,1,606.28955 +7992,S11P; H154L; V204L; L269F; Q299R,0.003633308,1.592835,26/08/2020,-7.44974E+17,0.001422394,1,722.14764 +7993,S11P; H36L; T38S; T39N; S160A; Q194R,0.004512595,1.9139267,26/08/2020,-7.44974E+17,0.002300295,1,692.1846 +7994,S11P; I128T; L134Q; R165G; S220T,0.002750822,1.1687065,26/08/2020,-7.44974E+17,0.000708371,1,773.9526 +7995,S11P; L93H; F166S; P240Q,0.010826148,3.2564921,26/08/2020,-7.44974E+17,0.008870457,1,393.63235 +7996,S11P; P14L; Y83H; G136S; L189I; A195G; S220T,0.003061667,1.3046234,26/08/2020,-7.44974E+17,0.000925773,1,737.7308 +7997,S11P; R165C; S220T; R247C,0.6464743,5.964764,26/08/2020,-7.44974E+17,0.768686657,1,2.940191 +7998,S11P; V15F; V40G; N102S; W115L; S220T; S225P; E262V,0.0024738,0.9739202,26/08/2020,-7.44974E+17,0.000436537,1,784.86224 +7999,S11P; V97I; S220T; L222Q,0.009197465,3.038692,26/08/2020,-7.44974E+17,0.006830346,1,449.21204 +8000,S11P; W41R; M185T; Q194L,0.002320368,0.8209619,26/08/2020,-7.44974E+17,0.000257101,1,776.83514 +8001,S11R,0.10842267,5.708962,26/08/2020,-7.44974E+17,0.106278106,2,51.353184 +8002,S11T,0.25953397,2.9284687,26/08/2020,-7.44974E+17,0.277852158,2,9.359886 +8003,S11T; A112G; P133H; S220T; H230L; T245S,0.011364754,3.3346045,26/08/2020,-7.44974E+17,0.008901167,1,387.312 +8004,S11T; A33T; A60D; Y79C; V199A; T245A,0.002556153,1.1004839,26/08/2020,-7.44974E+17,0.000649962,1,798.98914 +8005,S11T; A48V; V52A; A80V; Y83N; R122H; D163G; L181V; G264C,0.002668031,1.101485,26/08/2020,-7.44974E+17,0.000591172,1,795.09937 +8006,S11T; A56D; E84V; S220T; L246F,0.002661158,1.1142514,26/08/2020,-7.44974E+17,0.000599515,1,796.6112 +8007,S11T; E29D; G136C; L227Q; A229V; M291V,0.00270664,1.118211,26/08/2020,-7.44974E+17,0.000582361,1,790.7346 +8008,S11T; F86Y; V232D; F297I,0.006730974,2.5233166,26/08/2020,-7.44974E+17,0.004183515,1,549.6608 +8009,S11T; G55D; G104C; S220T,0.002337064,1.3039309,26/08/2020,-7.44974E+17,0.00114321,2,809.1494 +8010,S11T; I128T; M129T; L151P; S220T; P300Q,0.002717294,1.1460035,26/08/2020,-7.44974E+17,0.000691265,1,811.3506 +8011,S11T; L246H,0.003134419,1.313737,26/08/2020,-7.44974E+17,0.001003337,1,754.2169 +8012,S11T; L58V; S220T; V232D,0.34005758,5.420508,26/08/2020,-7.44974E+17,0.376971977,1,11.549224 +8013,S11T; M23I; S220T; K236I,0.049276378,4.734482,26/08/2020,-7.44974E+17,0.047849054,1,110.82771 +8014,S11T; N42D; S57P; F86L; S117P; A127D; M129I; D170G; L272Q,0.00327561,1.3947787,26/08/2020,-7.44974E+17,0.001027431,1,733.75476 +8015,S11T; Q54H; V66E; Y83F; L134P; L167F; M185I,0.00222828,0.801952,26/08/2020,-7.44974E+17,0.000278325,1,775.27936 +8016,S11T; R122Q; D211V,0.06942923,4.99352,26/08/2020,-7.44974E+17,0.066912495,1,80.419876 +8017,S11T; R137P; S220T; N289Y; Y290F; M291T,0.003915064,1.6859846,26/08/2020,-7.44974E+17,0.001656828,1,714.18854 +8018,S11T; S220T,0.49700883,5.50444,26/08/2020,-7.44974E+17,0.591235512,1,5.5509405 +8019,S11T; S57P; G87D; P88S; A174V; S220T,0.002381115,0.9090884,26/08/2020,-7.44974E+17,0.000341414,1,818.40247 +8020,S11T; V15A; P45L; V250A; L269M,0.004908043,1.9953067,26/08/2020,-7.44974E+17,0.002480463,1,632.3968 +8021,S11T; V66A; A140E; A169G; S220T; V293D,0.00289915,1.2266947,26/08/2020,-7.44974E+17,0.00083476,1,735.5567 +8022,S11T; V66M; E108G; Y186H; S220T; V276D,0.003226016,1.3281628,26/08/2020,-7.44974E+17,0.000963474,1,734.5584 +8023,S11V,0.07816209,5.319874,26/08/2020,-7.44974E+17,0.075731851,2,68.816635 +8024,S11W,0.069763675,6.8854027,26/08/2020,-7.44974E+17,0.069837456,4,95.51814 +8025,S11Y,0.07367917,6.0808077,26/08/2020,-7.44974E+17,0.071636743,2,83.62933 +8026,S145A,0.100884795,5.3541055,26/08/2020,-7.44974E+17,0.099312854,3,50.700146 +8027,S145A; A159V,0.35104126,5.4342017,26/08/2020,-7.44974E+17,0.396467064,1,10.860711 +8028,S145A; L193H,0.002941247,1.296408,26/08/2020,-7.44974E+17,0.000974469,1,786.43225 +8029,S145C,0.045545664,5.0419874,26/08/2020,-7.44974E+17,0.044775022,2,117.37364 +8030,S145L; A180I,0.002449308,0.93716764,26/08/2020,-7.44974E+17,0.000364201,1,773.29364 +8031,S145L; F297L,0.003132086,1.351047,26/08/2020,-7.44974E+17,0.001110788,1,746.75964 +8032,S145L; S220T; M273T,0.003803741,1.6628612,26/08/2020,-7.44974E+17,0.001486565,1,724.2079 +8033,S145L; S220T; N249D,0.002616512,1.0835375,26/08/2020,-7.44974E+17,0.000595193,1,774.0148 +8034,S145L; S220T; V293D,0.004511224,1.9114326,26/08/2020,-7.44974E+17,0.002209024,1,677.883 +8035,S145N,0.002716423,1.0112883,26/08/2020,-7.44974E+17,0.000505657,1,784.87463 +8036,S145P,0.001204069,0.9393669,26/08/2020,-7.44974E+17,0.000437394,3,1084.8995 +8037,S145P; R155S; S220T; E268V; E295D,0.003863644,1.6686141,26/08/2020,-7.44974E+17,0.001707,1,693.8382 +8038,S145P; S205G,0.003576935,1.4960778,26/08/2020,-7.44974E+17,0.001291118,1,723.2511 +8039,S145P; S220T,0.004338866,1.8240528,26/08/2020,-7.44974E+17,0.001917599,1,685.31854 +8040,S145P; S220T; Y294H,0.002785782,1.1188552,26/08/2020,-7.44974E+17,0.000648829,1,777.1053 +8041,S145P; T172S; S220T; P240A; P300L; S301C,0.003251621,1.4534845,26/08/2020,-7.44974E+17,0.001162186,1,767.8257 +8042,S145P; T207S; S220T,0.003623696,1.5109266,26/08/2020,-7.44974E+17,0.001269913,1,744.5226 +8043,S145R,0.001355098,0.7089002,26/08/2020,-7.44974E+17,0.00023134,2,924.22345 +8044,S145T,0.004951986,2.0525842,26/08/2020,-7.44974E+17,0.002337681,1,642.2587 +8045,S145T; A213T,0.001979683,0.7067014,26/08/2020,-7.44974E+17,0.000163501,1,767.7005 +8046,S145T; D147G; A169E; S220T,0.003854501,1.7193255,26/08/2020,-7.44974E+17,0.001752739,1,692.2573 +8047,S145T; D170V; M185L,0.003092364,1.2476836,26/08/2020,-7.44974E+17,0.000806906,1,759.284 +8048,S145T; L151Q; D152G; L182Q; Q194R,0.00768084,2.6564975,26/08/2020,-7.44974E+17,0.004944806,1,496.1107 +8049,S145T; L161P; T196S; A213T; F217S,0.002412674,1.0202874,26/08/2020,-7.44974E+17,0.000515273,1,818.4486 +8050,S145T; N251S,0.003010945,1.2519547,26/08/2020,-7.44974E+17,0.000828431,1,753.31433 +8051,S145T; P171L; N178I; S205C; S220T; H271L; V281D,0.004233548,1.7895535,26/08/2020,-7.44974E+17,0.00200965,1,679.74677 +8052,S145T; S220T; A277S,0.003669958,1.5524919,26/08/2020,-7.44974E+17,0.001430501,1,723.8817 +8053,S145T; S220T; M273K; V276D; H285R,0.002922492,1.2109603,26/08/2020,-7.44974E+17,0.000780078,1,769.19275 +8054,S145T; S226T,0.003078244,1.3098856,26/08/2020,-7.44974E+17,0.000996161,1,747.90094 +8055,S145T; T179I; V199M; W216L; S220T; V281F,0.003459863,1.4280771,26/08/2020,-7.44974E+17,0.001172658,1,725.2314 +8056,S145V,0.009171522,2.9865284,26/08/2020,-7.44974E+17,0.00653081,1,443.08563 +8057,S145W,0.001460289,0.79686475,26/08/2020,-7.44974E+17,0.000318204,2,906.11115 +8058,S145W; A149T,0.002352775,0.87247527,26/08/2020,-7.44974E+17,0.000359478,1,770.1993 +8059,S145Y,0.001672745,1.0374715,26/08/2020,-7.44974E+17,0.000596614,2,937.0377 +8060,S160C,0.22364321,1.451728,26/08/2020,-7.44974E+17,0.230861443,8,5.3348 +8061,S160D,0.41996416,1.1795644,26/08/2020,-7.44974E+17,0.492392526,7,1.6748272 +8062,S160D; A296I,0.7037708,6.8756247,26/08/2020,-7.44974E+17,0.743010032,4,2.7346518 +8063,S160D; L189M; A218M,0.5360728,5.368534,26/08/2020,-7.44974E+17,0.583827508,2,4.5871105 +8064,S160D; L189M; A296I,0.5930024,4.4452195,26/08/2020,-7.44974E+17,0.608327792,6,2.9975133 +8065,S160D; T188G,0.46745458,1.609834,26/08/2020,-7.44974E+17,0.470630302,4,1.8522283 +8066,S160D; T188G; A296I,0.6964097,6.6275687,26/08/2020,-7.44974E+17,0.733858202,4,2.7465827 +8067,S160D; T188G; L189M,0.32475817,1.1243593,26/08/2020,-7.44974E+17,0.337967774,8,2.4634802 +8068,S160D; T188G; N238Y,0.4589705,2.01362,26/08/2020,-7.44974E+17,0.453129456,10,2.391747 +8069,S160D; T188S; A296I,0.7229024,9.713719,26/08/2020,-7.44974E+17,0.737568911,10,3.6489334 +8070,S160D; W216R; A218L,0.73130625,8.042348,26/08/2020,-7.44974E+17,0.746411546,14,2.900555 +8071,S160D; Y177W; A218L,0.7586915,6.148848,26/08/2020,-7.44974E+17,0.837659294,2,1.6469738 +8072,S160D; Y177W; T188G,0.4438236,1.3564954,26/08/2020,-7.44974E+17,0.456128447,4,1.7277539 +8073,S160E,0.3190135,2.7305398,26/08/2020,-7.44974E+17,0.315265668,8,5.9793515 +8074,S160F,0.003897333,2.452892,26/08/2020,-7.44974E+17,0.00328706,4,702.2408 +8075,S160G,0.19308919,5.219693,26/08/2020,-7.44974E+17,0.192743613,2,23.535864 +8076,S160H,0.30519417,8.313034,26/08/2020,-7.44974E+17,0.308231873,4,19.29013 +8077,S160I,0.051019937,6.5644245,26/08/2020,-7.44974E+17,0.049764229,3,129.62492 +8078,S160L,0.023864817,4.932469,26/08/2020,-7.44974E+17,0.022937965,2,224.25641 +8079,S160L; D211V; S220T; V281D,0.003468035,1.5297289,26/08/2020,-7.44974E+17,0.00146004,1,723.9959 +8080,S160L; I212V; H255Y,0.003075136,1.2285922,26/08/2020,-7.44974E+17,0.000849463,1,755.53033 +8081,S160L; L182P; M184K; V199A,0.003541974,1.54811,26/08/2020,-7.44974E+17,0.001436681,1,737.0628 +8082,S160L; M184T; H255L,0.007770642,2.79391,26/08/2020,-7.44974E+17,0.005379501,1,491.16635 +8083,S160L; P219L; E262V,0.002618569,1.1341958,26/08/2020,-7.44974E+17,0.000671392,1,768.1915 +8084,S160L; S220I; T245S; R279H; S292Y,0.002895879,1.2394692,26/08/2020,-7.44974E+17,0.000895694,1,756.88617 +8085,S160M,0.02815976,5.3574357,26/08/2020,-7.44974E+17,0.026966453,2,205.7011 +8086,S160N,0.26502487,3.4551828,26/08/2020,-7.44974E+17,0.265363655,9,9.81634 +8087,S160P,0.012614341,3.3621747,26/08/2020,-7.44974E+17,0.011702107,3,294.3024 +8088,S160P; A187T; A259G,0.002987563,1.2615865,26/08/2020,-7.44974E+17,0.000774561,1,764.3197 +8089,S160P; L173Q; F209S; E261D; N289K; S301C,0.002434922,0.93382734,26/08/2020,-7.44974E+17,0.000404169,1,799.1675 +8090,S160P; S220T,0.04749547,4.698373,26/08/2020,-7.44974E+17,0.045834967,1,114.91853 +8091,S160P; S220T; D235V,0.009132979,3.0279653,26/08/2020,-7.44974E+17,0.006593433,1,450.7039 +8092,S160P; S220T; T245S; H288Y,0.003595273,1.5733424,26/08/2020,-7.44974E+17,0.001476109,1,699.9504 +8093,S160Q,0.23692605,3.3002956,26/08/2020,-7.44974E+17,0.240332342,9,10.88694 +8094,S160R,0.05961169,4.1925797,26/08/2020,-7.44974E+17,0.058969951,4,70.83982 +8095,S160T,0.29379752,6.2373486,26/08/2020,-7.44974E+17,0.296302364,7,15.213751 +8096,S160T; M185L; S220T,0.6733679,4.974462,26/08/2020,-7.44974E+17,0.733006762,2,2.197908 +8097,S160T; N238I; E278V,0.070237815,4.873864,26/08/2020,-7.44974E+17,0.068065757,1,78.15035 +8098,S160V,0.21577929,6.5374784,26/08/2020,-7.44974E+17,0.222890177,2,25.357073 +8099,S160W; G203C; S220T; R274L,0.003443799,1.5060946,26/08/2020,-7.44974E+17,0.001303981,1,747.9771 +8100,S160Y,0.004117559,1.6979308,26/08/2020,-7.44974E+17,0.001739453,1,687.5927 +8101,S201A,0.035432003,4.5808697,26/08/2020,-7.44974E+17,0.03291948,1,156.71031 +8102,S201F; D211G; S220T,0.003230477,1.3917642,26/08/2020,-7.44974E+17,0.001102352,1,763.50507 +8103,S201F; S220T; D287G; P300Q,0.003623708,1.4755025,26/08/2020,-7.44974E+17,0.00118222,1,705.75165 +8104,S201T; E261D; E295V,0.014671733,3.741926,26/08/2020,-7.44974E+17,0.01203411,1,330.21738 +8105,S201T; E261Q,0.43556988,2.6481209,26/08/2020,-7.44974E+17,0.436972545,42,3.4409125 +8106,S201Y; S220T,0.002812093,1.5033501,26/08/2020,-7.44974E+17,0.001657207,2,728.38513 +8107,S201Y; S220T; V293A,0.002746199,1.093871,26/08/2020,-7.44974E+17,0.000585066,1,803.6317 +8108,S205A,0.12690316,5.170568,26/08/2020,-7.44974E+17,0.128250738,1,42.12835 +8109,S205C,0.05731151,4.8483706,26/08/2020,-7.44974E+17,0.055516737,1,97.71233 +8110,S205C; A210T,0.04377212,4.5813813,26/08/2020,-7.44974E+17,0.043515536,1,123.07298 +8111,S205C; H230L; M248I; A257P; A277D; P300T,0.003355476,1.4919281,26/08/2020,-7.44974E+17,0.001268008,1,744.60913 +8112,S205C; S220T,0.5372862,4.6001644,26/08/2020,-7.44974E+17,0.572150537,2,3.9227183 +8113,S205C; S220T; H230P,0.011006134,3.301589,26/08/2020,-7.44974E+17,0.008964631,1,396.5039 +8114,S205C; S220T; H230Y,0.77849424,16.674232,26/08/2020,-7.44974E+17,0.800983342,10,4.661956 +8115,S205C; S220T; H230Y; S292F,0.03351456,4.4146724,26/08/2020,-7.44974E+17,0.031370813,1,160.94044 +8116,S205C; S220T; H266Y,0.04297492,4.613138,26/08/2020,-7.44974E+17,0.041214119,1,128.62187 +8117,S205C; S220T; M291K,0.006244782,2.4035056,26/08/2020,-7.44974E+17,0.003985885,1,553.1135 +8118,S205D,0.03945045,4.500838,26/08/2020,-7.44974E+17,0.037321725,1,135.54156 +8119,S205E,0.086641714,7.5987005,26/08/2020,-7.44974E+17,0.086482654,4,82.96528 +8120,S205F,0.0358248,7.234003,26/08/2020,-7.44974E+17,0.035194628,5,200.82866 +8121,S205G,0.12703182,3.286673,26/08/2020,-7.44974E+17,0.124534627,3,24.810163 +8122,S205G; S220T; K236R,0.23035827,5.3312755,26/08/2020,-7.44974E+17,0.241085272,1,20.289547 +8123,S205H,0.0446478,1.1892731,26/08/2020,-7.44974E+17,0.045452379,4,30.749973 +8124,S205I,0.044019546,6.333557,26/08/2020,-7.44974E+17,0.042530196,4,144.00972 +8125,S205I; D211E; R247S; P270L; A282S,0.003589936,1.5924115,26/08/2020,-7.44974E+17,0.001442633,1,710.46594 +8126,S205K,0.14942956,4.136873,26/08/2020,-7.44974E+17,0.154913993,2,26.059687 +8127,S205L,0.09372806,5.596282,26/08/2020,-7.44974E+17,0.093003552,5,56.081112 +8128,S205M,0.09403791,4.983099,26/08/2020,-7.44974E+17,0.094521691,1,56.407776 +8129,S205N,0.050857503,5.104888,26/08/2020,-7.44974E+17,0.048171016,3,102.2711 +8130,S205N; S220T,0.6096328,5.717055,26/08/2020,-7.44974E+17,0.726861199,1,3.374489 +8131,S205N; Y239N; A260V,0.002937763,1.212692,26/08/2020,-7.44974E+17,0.000901426,1,777.4411 +8132,S205P,0.15506779,5.1830306,26/08/2020,-7.44974E+17,0.155993954,1,33.29501 +8133,S205Q,0.03975486,4.536967,26/08/2020,-7.44974E+17,0.037205723,1,138.44531 +8134,S205R,0.10104367,4.9981537,26/08/2020,-7.44974E+17,0.102004614,1,52.998608 +8135,S205R; H230Y,0.18242477,0.7122831,26/08/2020,-7.44974E+17,0.140239266,10,3.496725 +8136,S205R; S220T; A223V; M248I; E254V,0.003451422,1.4871118,26/08/2020,-7.44974E+17,0.001351994,1,737.21234 +8137,S205R; S220T; G237C; A252G; Q263H; F297I,0.002689633,1.0804217,26/08/2020,-7.44974E+17,0.00058306,1,775.4512 +8138,S205T; A206D; S220T; S225T,0.004071402,1.7231965,26/08/2020,-7.44974E+17,0.00158951,1,700.5108 +8139,S205T; E261Q,0.41939935,3.0488224,26/08/2020,-7.44974E+17,0.412971757,36,4.233518 +8140,S205T; S220T,0.6115054,5.24878,26/08/2020,-7.44974E+17,0.667590251,2,3.1503992 +8141,S205V,0.07137169,5.030735,26/08/2020,-7.44974E+17,0.070566295,2,72.6534 +8142,S205W,0.006303296,4.23315,26/08/2020,-7.44974E+17,0.005891849,4,710.8583 +8143,S205Y,0.06356994,4.9681516,26/08/2020,-7.44974E+17,0.060504276,1,90.98317 +8144,S220A,0.14536193,4.9648504,26/08/2020,-7.44974E+17,0.156450368,1,33.65132 +8145,S220A; A229S,0.21356903,2.7272966,26/08/2020,-7.44974E+17,0.221218926,2,11.392527 +8146,S220C,0.194195,6.3160996,26/08/2020,-7.44974E+17,0.199052338,2,27.99333 +8147,S220D,0.09695105,5.104921,26/08/2020,-7.44974E+17,0.096977946,1,57.325676 +8148,S220E,0.12574609,5.0233374,26/08/2020,-7.44974E+17,0.133830977,1,40.85148 +8149,S220F,0.073058546,4.9036484,26/08/2020,-7.44974E+17,0.072140725,2,69.06596 +8150,S220G,0.13130184,4.7837763,26/08/2020,-7.44974E+17,0.129026226,2,34.9161 +8151,S220H,0.21278082,5.6589484,26/08/2020,-7.44974E+17,0.2148337,5,21.55914 +8152,S220I,0.11355615,5.1899724,26/08/2020,-7.44974E+17,0.11103642,1,47.992954 +8153,S220K,0.106143594,4.5281467,26/08/2020,-7.44974E+17,0.106280556,2,42.005573 +8154,S220L,0.1686326,6.550505,26/08/2020,-7.44974E+17,0.171690035,2,34.543633 +8155,S220M,0.1868492,7.587732,26/08/2020,-7.44974E+17,0.189107655,5,33.89109 +8156,S220N,0.32600343,5.795597,26/08/2020,-7.44974E+17,0.339104511,2,12.648225 +8157,S220P,0.094749324,5.0030737,26/08/2020,-7.44974E+17,0.095025779,1,57.382782 +8158,S220P; A228V,0.050778985,4.884208,26/08/2020,-7.44974E+17,0.047074819,1,111.68928 +8159,S220P; L227M; V250A; L253P,0.002269638,0.82838005,26/08/2020,-7.44974E+17,0.000274793,1,757.7481 +8160,S220Q,0.13603318,4.7730856,26/08/2020,-7.44974E+17,0.138550915,5,31.624947 +8161,S220R,0.053098995,5.365135,26/08/2020,-7.44974E+17,0.051977495,2,105.148155 +8162,S220T,0.6777918,5.3288846,26/08/2020,-7.44974E+17,0.697401341,685,2.5324886 +8163,S220T; A223E; A280D,0.003497571,1.5390314,26/08/2020,-7.44974E+17,0.001391972,1,741.70233 +8164,S220T; A223T; F297I,0.0427873,4.6648083,26/08/2020,-7.44974E+17,0.041789072,1,127.962654 +8165,S220T; A223V; A252V; E268K; V276L; E278D,0.003820621,1.6383101,26/08/2020,-7.44974E+17,0.001691697,1,710.8313 +8166,S220T; A228T,0.18548562,5.2968893,26/08/2020,-7.44974E+17,0.193171235,1,26.6478 +8167,S220T; A228V; H230Y,0.6183131,6.953012,26/08/2020,-7.44974E+17,0.686266789,2,4.0699153 +8168,S220T; A228V; Q283K,0.03642335,4.581447,26/08/2020,-7.44974E+17,0.033727002,1,153.00212 +8169,S220T; A229S; M248L,0.002413255,0.9020289,26/08/2020,-7.44974E+17,0.000336768,1,781.2293 +8170,S220T; A229V,0.43158665,4.1875725,26/08/2020,-7.44974E+17,0.45297567,2,5.6329646 +8171,S220T; A231D; E254G; A282V,0.010660195,3.1575487,26/08/2020,-7.44974E+17,0.008471374,1,396.6481 +8172,S220T; A231D; L234P,0.002559528,1.0514627,26/08/2020,-7.44974E+17,0.000544089,1,798.7648 +8173,S220T; A231G; P240L; L243M,0.019460527,3.9930663,26/08/2020,-7.44974E+17,0.0169376,1,261.0255 +8174,S220T; A231V; G237C; P300L,0.004516693,1.9649314,26/08/2020,-7.44974E+17,0.002289622,1,661.5327 +8175,S220T; A252S,0.15156454,5.153825,26/08/2020,-7.44974E+17,0.157683712,1,33.609875 +8176,S220T; A252V,0.09292915,6.3812733,26/08/2020,-7.44974E+17,0.090448811,2,67.312645 +8177,S220T; A257T,0.43484786,5.567489,26/08/2020,-7.44974E+17,0.499080431,1,7.4645863 +8178,S220T; A259V; L272P,0.00276751,1.2090442,26/08/2020,-7.44974E+17,0.00071931,1,797.5108 +8179,S220T; A260P,0.002720872,1.1114904,26/08/2020,-7.44974E+17,0.000594649,1,764.44617 +8180,S220T; A260T,0.5375409,5.76865,26/08/2020,-7.44974E+17,0.632352096,1,4.7840123 +8181,S220T; A260V,0.0683431,5.4004703,26/08/2020,-7.44974E+17,0.066487888,2,81.411766 +8182,S220T; A277D,0.002952749,1.3169028,26/08/2020,-7.44974E+17,0.001077575,1,795.0569 +8183,S220T; A277S,0.16563742,5.263683,26/08/2020,-7.44974E+17,0.17248531,1,30.88003 +8184,S220T; A280D,0.002686889,1.0931224,26/08/2020,-7.44974E+17,0.000541878,1,789.7828 +8185,S220T; A280V,0.5869432,5.704308,26/08/2020,-7.44974E+17,0.711141989,1,3.7297401 +8186,S220T; A282T; G286E,0.2209325,5.245122,26/08/2020,-7.44974E+17,0.237520784,1,20.867088 +8187,S220T; A303S,0.62730294,4.473914,26/08/2020,-7.44974E+17,0.683195932,2,2.4555602 +8188,S220T; A303T,0.64747715,5.8951783,26/08/2020,-7.44974E+17,0.765624138,1,2.8532944 +8189,S220T; D233A,0.46508583,5.4454513,26/08/2020,-7.44974E+17,0.536985217,1,6.400378 +8190,S220T; D233N,0.63386256,5.314456,26/08/2020,-7.44974E+17,0.690148896,2,2.8220444 +8191,S220T; D233V,0.068163,5.8453636,26/08/2020,-7.44974E+17,0.066213311,2,87.59991 +8192,S220T; D233V; N289T,0.003888333,1.5728414,26/08/2020,-7.44974E+17,0.001474887,1,706.98254 +8193,S220T; D235G; Y239C,0.003349186,1.4252634,26/08/2020,-7.44974E+17,0.001193323,1,724.0745 +8194,S220T; D235N,0.20794943,5.2533593,26/08/2020,-7.44974E+17,0.219139985,1,22.778887 +8195,S220T; D235V,0.09586597,5.1061873,26/08/2020,-7.44974E+17,0.094328158,1,57.86098 +8196,S220T; D235V; E254V,0.25867474,5.2491426,26/08/2020,-7.44974E+17,0.280050891,1,16.736965 +8197,S220T; D287E,0.6049292,5.475516,26/08/2020,-7.44974E+17,0.661350383,2,3.4102466 +8198,S220T; D287G,0.5810035,5.6240516,26/08/2020,-7.44974E+17,0.712613322,1,3.8212736 +8199,S220T; D287V,0.49910915,5.6442714,26/08/2020,-7.44974E+17,0.577982138,1,5.688745 +8200,S220T; D287V; S292T,0.003331313,1.4509155,26/08/2020,-7.44974E+17,0.001197518,1,750.0415 +8201,S220T; E254D; S267P,0.008388883,2.857632,26/08/2020,-7.44974E+17,0.005547759,1,490.99753 +8202,S220T; E254G,0.4803829,5.5450215,26/08/2020,-7.44974E+17,0.563735401,1,6.1474323 +8203,S220T; E254G; V293D,0.001922939,0.68601805,26/08/2020,-7.44974E+17,0.000180555,1,786.81647 +8204,S220T; E254K,0.6433905,5.819048,26/08/2020,-7.44974E+17,0.778262983,1,2.8304346 +8205,S220T; E254V,0.5320711,5.7033896,26/08/2020,-7.44974E+17,0.621801432,1,4.8568416 +8206,S220T; E261D,0.60490465,5.83297,26/08/2020,-7.44974E+17,0.72070317,1,3.504794 +8207,S220T; E261G,0.49921054,5.642752,26/08/2020,-7.44974E+17,0.537191177,2,5.6182675 +8208,S220T; E261G; H266R; N289I; S292T,0.002593461,1.0262214,26/08/2020,-7.44974E+17,0.000483949,1,801.8519 +8209,S220T; E261K,0.5401052,5.8947525,26/08/2020,-7.44974E+17,0.624361593,1,4.872439 +8210,S220T; E262D; A303T,0.36817637,5.5292106,26/08/2020,-7.44974E+17,0.41129281,1,10.154832 +8211,S220T; E262D; M291K,0.003920605,1.658586,26/08/2020,-7.44974E+17,0.00154387,1,701.72205 +8212,S220T; E262G; V281A,0.09444182,5.0755353,26/08/2020,-7.44974E+17,0.092776599,1,58.089783 +8213,S220T; E262K,0.026019802,4.148086,26/08/2020,-7.44974E+17,0.024215715,1,199.11287 +8214,S220T; E262V,0.14071928,5.09914,26/08/2020,-7.44974E+17,0.150631441,1,36.35127 +8215,S220T; E268D,0.29537266,5.4288607,26/08/2020,-7.44974E+17,0.320890836,1,14.338271 +8216,S220T; E268D; G286E,0.25184637,5.224322,26/08/2020,-7.44974E+17,0.275169962,1,17.658808 +8217,S220T; E275G,0.5141948,5.650785,26/08/2020,-7.44974E+17,0.597766304,1,5.31733 +8218,S220T; E278D,0.6090159,5.8755946,26/08/2020,-7.44974E+17,0.728973563,1,3.4612534 +8219,S220T; E278G,0.47776088,5.8409657,26/08/2020,-7.44974E+17,0.519979275,2,6.4386344 +8220,S220T; E295V,0.04719012,4.746758,26/08/2020,-7.44974E+17,0.04403423,1,117.76152 +8221,S220T; F297C,0.014060945,3.5425556,26/08/2020,-7.44974E+17,0.011305013,1,331.2937 +8222,S220T; F297L,0.4934644,5.7212834,26/08/2020,-7.44974E+17,0.572677069,1,5.984543 +8223,S220T; F297S,0.003846679,1.6537714,26/08/2020,-7.44974E+17,0.001677009,1,727.7754 +8224,S220T; F297Y,0.048831735,4.6556935,26/08/2020,-7.44974E+17,0.046446288,1,112.44523 +8225,S220T; G237C,0.52280426,3.4270175,26/08/2020,-7.44974E+17,0.560510841,2,3.0572798 +8226,S220T; G237D; R258P; V293D,0.005396616,2.1384852,26/08/2020,-7.44974E+17,0.002842,1,621.4084 +8227,S220T; G237S; H266D,0.073783636,4.913982,26/08/2020,-7.44974E+17,0.072166279,1,74.91101 +8228,S220T; G237S; H271Q,0.40032816,5.5968723,26/08/2020,-7.44974E+17,0.450526146,1,8.771936 +8229,S220T; G241R,0.012042249,3.403108,26/08/2020,-7.44974E+17,0.009649771,1,364.57648 +8230,S220T; G244D,0.06664364,4.830291,26/08/2020,-7.44974E+17,0.066183018,1,81.95971 +8231,S220T; G244D; R258C,0.027476834,4.252817,26/08/2020,-7.44974E+17,0.025207596,1,192.12544 +8232,S220T; G244S,0.024839558,4.1177607,26/08/2020,-7.44974E+17,0.023463075,1,203.62315 +8233,S220T; G244V; L246V; L253P,0.003234947,1.389274,26/08/2020,-7.44974E+17,0.000986195,1,737.63074 +8234,S220T; G264V,0.3086318,5.398519,26/08/2020,-7.44974E+17,0.337232257,1,13.352096 +8235,S220T; G284A,0.057143264,4.8637056,26/08/2020,-7.44974E+17,0.054455522,1,97.53443 +8236,S220T; G284R,0.046361033,4.7319965,26/08/2020,-7.44974E+17,0.043475653,1,119.85094 +8237,S220T; G284S,0.045116846,4.676868,26/08/2020,-7.44974E+17,0.04308092,1,122.503426 +8238,S220T; G284V; Q299H,0.002658229,1.1773895,26/08/2020,-7.44974E+17,0.000674225,1,782.4498 +8239,S220T; G286E,0.46368906,1.3852855,26/08/2020,-7.44974E+17,0.488404234,2,1.6307836 +8240,S220T; H230L; E262G; V265A; H285R; P300A,0.002802344,1.2296737,26/08/2020,-7.44974E+17,0.000869182,1,767.43427 +8241,S220T; H230L; G286E; S292P,0.002984053,1.240472,26/08/2020,-7.44974E+17,0.000839307,1,779.2965 +8242,S220T; H230N,0.5423091,5.7955303,26/08/2020,-7.44974E+17,0.628316107,1,4.7829165 +8243,S220T; H230Q,0.59089446,4.37384,26/08/2020,-7.44974E+17,0.65228541,2,2.8904486 +8244,S220T; H230R,0.51372933,5.7600226,26/08/2020,-7.44974E+17,0.59549505,1,5.305817 +8245,S220T; H230Y,0.6497537,1.5233736,26/08/2020,-7.44974E+17,0.740998816,593,0.8204924 +8246,S220T; H230Y; A280V,0.7284436,14.747415,26/08/2020,-7.44974E+17,0.744930888,11,5.4246564 +8247,S220T; H230Y; D287V,0.4159942,2.4393115,26/08/2020,-7.44974E+17,0.408976392,10,3.4728904 +8248,S220T; H230Y; E261G,0.5885525,5.9485617,26/08/2020,-7.44974E+17,0.692570866,1,3.8063354 +8249,S220T; H230Y; G237D,0.519814,5.685492,26/08/2020,-7.44974E+17,0.614545439,1,5.1874804 +8250,S220T; H230Y; G244S,0.07158101,4.9785476,26/08/2020,-7.44974E+17,0.068355941,1,77.07818 +8251,S220T; H230Y; G286R,0.58910114,5.632348,26/08/2020,-7.44974E+17,0.705638691,1,3.6316266 +8252,S220T; H230Y; H271P,0.005922935,2.3213122,26/08/2020,-7.44974E+17,0.003453373,1,577.67487 +8253,S220T; H230Y; K236R,0.6160739,5.617572,26/08/2020,-7.44974E+17,0.759832367,1,3.1723773 +8254,S220T; H230Y; L243M,0.6213234,5.699168,26/08/2020,-7.44974E+17,0.751201846,1,3.1883302 +8255,S220T; H230Y; L253Q,0.11560484,5.09599,26/08/2020,-7.44974E+17,0.116263555,1,46.04749 +8256,S220T; H230Y; L269M,0.627537,5.922759,26/08/2020,-7.44974E+17,0.748100773,1,3.1572049 +8257,S220T; H230Y; L272Q; K298R,0.081883945,4.9687753,26/08/2020,-7.44974E+17,0.079739699,1,67.97392 +8258,S220T; H230Y; M273K,0.002631309,1.0469704,26/08/2020,-7.44974E+17,0.000495493,1,768.0679 +8259,S220T; H230Y; N289K,0.2966381,5.2543707,26/08/2020,-7.44974E+17,0.331477035,1,13.83756 +8260,S220T; H230Y; P300L,0.67648023,6.058688,26/08/2020,-7.44974E+17,0.8159806,1,2.4973998 +8261,S220T; H230Y; P302L,0.6352266,5.835229,26/08/2020,-7.44974E+17,0.767157141,1,2.9625032 +8262,S220T; H230Y; P302Q,0.63926196,5.7977023,26/08/2020,-7.44974E+17,0.761025196,1,2.9329445 +8263,S220T; H230Y; Q283L,0.63641864,5.875068,26/08/2020,-7.44974E+17,0.767406514,1,3.0869899 +8264,S220T; H230Y; Q299K,0.6046488,1.3406447,26/08/2020,-7.44974E+17,0.726078013,10,0.8577869 +8265,S220T; H230Y; S267T,0.6401012,6.003465,26/08/2020,-7.44974E+17,0.762586066,1,2.9636264 +8266,S220T; H230Y; S301N,0.69038314,10.993806,26/08/2020,-7.44974E+17,0.704351859,10,4.8585634 +8267,S220T; H230Y; T245I; R279L,0.006998142,2.6601863,26/08/2020,-7.44974E+17,0.004775268,1,535.113 +8268,S220T; H230Y; V250A,0.62653756,5.7422867,26/08/2020,-7.44974E+17,0.756363418,1,3.0826986 +8269,S220T; H230Y; V250E,0.24690507,5.4956756,26/08/2020,-7.44974E+17,0.260091121,1,18.85869 +8270,S220T; H230Y; V293F,0.61222583,5.9126835,26/08/2020,-7.44974E+17,0.71913984,1,3.4591947 +8271,S220T; H255D,0.39734855,5.3600698,26/08/2020,-7.44974E+17,0.455277658,1,8.523825 +8272,S220T; H255R; V293F,0.002685883,1.0614567,26/08/2020,-7.44974E+17,0.000527657,1,760.29156 +8273,S220T; H266F,0.07336778,4.996064,26/08/2020,-7.44974E+17,0.071491132,1,77.444405 +8274,S220T; H266P,0.10989224,5.073032,26/08/2020,-7.44974E+17,0.113295526,1,48.848152 +8275,S220T; H266R,0.036885925,5.0992646,26/08/2020,-7.44974E+17,0.034746291,2,148.84952 +8276,S220T; H266Y; S267T; G286E,0.003489888,1.4524784,26/08/2020,-7.44974E+17,0.001093241,1,766.5452 +8277,S220T; H271Y,0.5446731,5.6021347,26/08/2020,-7.44974E+17,0.646659453,1,4.5475383 +8278,S220T; H285R,0.47518104,5.557747,26/08/2020,-7.44974E+17,0.549273611,1,6.2419624 +8279,S220T; H285Y; Q299H,0.4109892,5.681268,26/08/2020,-7.44974E+17,0.442825205,1,8.496332 +8280,S220T; H288L,0.115171134,5.213492,26/08/2020,-7.44974E+17,0.114874638,1,47.388035 +8281,S220T; H288R,0.2853071,5.401811,26/08/2020,-7.44974E+17,0.306714955,1,14.939031 +8282,S220T; I256N,0.003403954,2.1162522,26/08/2020,-7.44974E+17,0.002487117,3,740.80316 +8283,S220T; I256T; Y290C,0.002629179,1.1955855,26/08/2020,-7.44974E+17,0.000683447,1,783.6856 +8284,S220T; I256V,0.3395077,5.4729223,26/08/2020,-7.44974E+17,0.374487284,1,11.705634 +8285,S220T; K236E,0.6400399,5.585634,26/08/2020,-7.44974E+17,0.777626194,1,2.8488185 +8286,S220T; K236E; M291T,0.024239765,4.191016,26/08/2020,-7.44974E+17,0.020878446,1,213.34572 +8287,S220T; K236I,0.54281634,3.1144202,26/08/2020,-7.44974E+17,0.575684696,2,2.547913 +8288,S220T; K236I; A252T; R279H; N289K,0.003013022,1.2627082,26/08/2020,-7.44974E+17,0.000795893,1,769.3079 +8289,S220T; K236I; S292F,0.008986698,2.9341896,26/08/2020,-7.44974E+17,0.00663022,1,456.2282 +8290,S220T; K236N,0.4763612,5.5852985,26/08/2020,-7.44974E+17,0.552051117,1,6.2300096 +8291,S220T; K236R,0.578761,5.9768453,26/08/2020,-7.44974E+17,0.682869785,1,3.9711154 +8292,S220T; K236T; A252D; H271Y,0.003159987,1.3541727,26/08/2020,-7.44974E+17,0.001085655,1,784.6608 +8293,S220T; K298M,0.08541552,5.1125846,26/08/2020,-7.44974E+17,0.083572157,1,66.37073 +8294,S220T; K298R,0.25863048,5.2625046,26/08/2020,-7.44974E+17,0.281384776,1,17.088953 +8295,S220T; L222P,0.027096855,5.1889834,26/08/2020,-7.44974E+17,0.025652976,2,205.17848 +8296,S220T; L222P; A228T,0.007350251,2.6597357,26/08/2020,-7.44974E+17,0.005133672,1,521.0511 +8297,S220T; L222Q; K298R,0.01271166,3.4616902,26/08/2020,-7.44974E+17,0.009940473,1,367.111 +8298,S220T; L222Q; Q263L; S301G; A303S,0.00287552,1.203338,26/08/2020,-7.44974E+17,0.000706804,1,746.0989 +8299,S220T; L227M,0.66781217,6.8175807,26/08/2020,-7.44974E+17,0.742593096,2,3.1488369 +8300,S220T; L227M; A280G,0.17819084,5.180972,26/08/2020,-7.44974E+17,0.185742466,1,27.618818 +8301,S220T; L227M; N238S,0.32356167,5.40061,26/08/2020,-7.44974E+17,0.356959937,1,12.40506 +8302,S220T; L227M; Q263L,0.18589377,5.2608886,26/08/2020,-7.44974E+17,0.1920296,1,26.836763 +8303,S220T; L227P,0.012652672,4.21777,26/08/2020,-7.44974E+17,0.011353893,2,374.78928 +8304,S220T; L227P; Q283H,0.00400141,1.7145219,26/08/2020,-7.44974E+17,0.001775766,1,697.6432 +8305,S220T; L227Q,0.10727127,5.7949166,26/08/2020,-7.44974E+17,0.106853156,2,52.364517 +8306,S220T; L227Q; P302S,0.033407006,4.511209,26/08/2020,-7.44974E+17,0.030211962,1,167.1144 +8307,S220T; L234H,0.003267442,1.9421455,26/08/2020,-7.44974E+17,0.00190625,2,800.65 +8308,S220T; L234H; E268V,0.004980474,2.0205665,26/08/2020,-7.44974E+17,0.002555076,1,625.2819 +8309,S220T; L234H; I256T,0.002522718,0.9683102,26/08/2020,-7.44974E+17,0.000402916,1,771.66565 +8310,S220T; L234R,0.003588035,1.4611298,26/08/2020,-7.44974E+17,0.001156276,1,705.9175 +8311,S220T; L234V,0.05966575,4.8255897,26/08/2020,-7.44974E+17,0.057389997,1,92.56699 +8312,S220T; L243M,0.54152894,5.111938,26/08/2020,-7.44974E+17,0.585966755,2,4.223217 +8313,S220T; L243P; E262G,0.010967303,3.2409062,26/08/2020,-7.44974E+17,0.009131095,1,383.77405 +8314,S220T; L243Q,0.65077686,7.1136003,26/08/2020,-7.44974E+17,0.713615577,2,3.5898106 +8315,S220T; L243Q; L253P,0.002829019,1.1979266,26/08/2020,-7.44974E+17,0.000723776,1,797.37573 +8316,S220T; L246H,0.003370551,1.5064718,26/08/2020,-7.44974E+17,0.001311657,1,755.5197 +8317,S220T; L246H; M248K; E261G,0.002828368,1.1950457,26/08/2020,-7.44974E+17,0.000715229,1,790.628 +8318,S220T; L246P; E254D,0.003178525,1.3325609,26/08/2020,-7.44974E+17,0.000917748,1,747.95154 +8319,S220T; L246P; R247P,0.00316027,1.3802408,26/08/2020,-7.44974E+17,0.001020819,1,758.05035 +8320,S220T; L253P,0.002970471,1.2853954,26/08/2020,-7.44974E+17,0.000885745,1,748.60846 +8321,S220T; L253R,0.002344028,0.9761827,26/08/2020,-7.44974E+17,0.000446805,1,790.3991 +8322,S220T; L269M,0.5036501,6.638358,26/08/2020,-7.44974E+17,0.541212485,2,6.522886 +8323,S220T; L269S,0.3501194,5.4326215,26/08/2020,-7.44974E+17,0.393021666,1,10.922557 +8324,S220T; L272Q,0.07347245,4.939344,26/08/2020,-7.44974E+17,0.072025982,1,74.56464 +8325,S220T; L272R; A282G,0.048129402,4.716918,26/08/2020,-7.44974E+17,0.044990651,1,114.88554 +8326,S220T; M248I; A260T,0.004106111,1.7387629,26/08/2020,-7.44974E+17,0.001696342,1,727.153 +8327,S220T; M273I; A277P; A280V; K298R,0.003421943,1.5143924,26/08/2020,-7.44974E+17,0.001152098,1,760.20483 +8328,S220T; M273K,0.003461494,1.4614086,26/08/2020,-7.44974E+17,0.001184781,1,775.1156 +8329,S220T; M273K; P300L,0.004057331,1.7303212,26/08/2020,-7.44974E+17,0.001745087,1,686.56573 +8330,S220T; M273V; A280V,0.002901998,1.2280902,26/08/2020,-7.44974E+17,0.000857922,1,759.179 +8331,S220T; M273V; H285Q; F297L,0.002564189,1.0673765,26/08/2020,-7.44974E+17,0.000612016,1,794.8114 +8332,S220T; M291I,0.2986937,5.355439,26/08/2020,-7.44974E+17,0.330537546,1,13.766602 +8333,S220T; M291L; S292F,0.008272848,3.6180093,26/08/2020,-7.44974E+17,0.007078151,2,507.13583 +8334,S220T; M291T,0.057500605,4.9007187,26/08/2020,-7.44974E+17,0.054371581,1,97.795876 +8335,S220T; N238D,0.64787686,5.9342785,26/08/2020,-7.44974E+17,0.77322656,1,2.857764 +8336,S220T; N238D; G241C,0.025129905,4.2551713,26/08/2020,-7.44974E+17,0.022208883,1,210.6195 +8337,S220T; N238D; V250M; A257S,0.024332235,4.302858,26/08/2020,-7.44974E+17,0.021292637,1,219.49112 +8338,S220T; N238I,0.5468659,7.7890887,26/08/2020,-7.44974E+17,0.57462603,3,6.388677 +8339,S220T; N249H,0.31185198,5.245282,26/08/2020,-7.44974E+17,0.349801248,1,12.778255 +8340,S220T; N249I,0.016147437,3.3210738,26/08/2020,-7.44974E+17,0.014619771,2,235.87398 +8341,S220T; N249K,0.002792833,1.2347169,26/08/2020,-7.44974E+17,0.000770459,1,783.51733 +8342,S220T; N249S; P270Q; A282V,0.007473683,2.734235,26/08/2020,-7.44974E+17,0.005288446,1,515.0626 +8343,S220T; N249Y,0.007911561,2.7422037,26/08/2020,-7.44974E+17,0.005349718,1,481.29214 +8344,S220T; N251I; F297Y,0.015338332,3.696112,26/08/2020,-7.44974E+17,0.012485936,1,316.7083 +8345,S220T; N289D,0.1086244,5.13415,26/08/2020,-7.44974E+17,0.105735839,1,50.414326 +8346,S220T; N289D; A296V,0.41291597,5.4732275,26/08/2020,-7.44974E+17,0.475824931,1,8.132462 +8347,S220T; P224H,0.16978897,5.211853,26/08/2020,-7.44974E+17,0.176153323,1,29.912676 +8348,S220T; P224L,0.048777726,4.686101,26/08/2020,-7.44974E+17,0.047305299,1,110.99371 +8349,S220T; P240L,0.3210492,2.3907325,26/08/2020,-7.44974E+17,0.332571445,2,5.542687 +8350,S220T; P240Q,0.4822268,5.4915957,26/08/2020,-7.44974E+17,0.563198899,1,5.892978 +8351,S220T; P240Q; V276I,0.1706496,5.2755113,26/08/2020,-7.44974E+17,0.177805212,1,29.188412 +8352,S220T; P240R; R274L,0.09380355,4.9183383,26/08/2020,-7.44974E+17,0.094144088,1,57.256947 +8353,S220T; P270L,0.2656716,5.208993,26/08/2020,-7.44974E+17,0.293792212,1,16.135586 +8354,S220T; P300R,0.6553991,5.775476,26/08/2020,-7.44974E+17,0.799192846,1,2.6167045 +8355,S220T; P302Q,0.5544027,5.7882648,26/08/2020,-7.44974E+17,0.661986533,1,4.46663 +8356,S220T; P302R,0.61148906,5.766094,26/08/2020,-7.44974E+17,0.724217251,1,3.3795683 +8357,S220T; Q263H,0.07408449,4.8952427,26/08/2020,-7.44974E+17,0.073657623,1,73.44423 +8358,S220T; Q263P,0.002534109,0.97348607,26/08/2020,-7.44974E+17,0.000413437,1,766.18024 +8359,S220T; Q283E,0.619393,5.88907,26/08/2020,-7.44974E+17,0.733133441,1,3.2636843 +8360,S220T; Q283E; D287G; F297L,0.08447513,5.05946,26/08/2020,-7.44974E+17,0.08162929,1,66.4206 +8361,S220T; Q283H,0.4870073,5.7312093,26/08/2020,-7.44974E+17,0.567154338,1,6.068839 +8362,S220T; Q299E,0.56346035,5.6673045,26/08/2020,-7.44974E+17,0.683990936,1,4.1457396 +8363,S220T; Q299H,0.5139618,5.7978344,26/08/2020,-7.44974E+17,0.59049176,1,5.3980856 +8364,S220T; Q299L,0.6179498,5.860931,26/08/2020,-7.44974E+17,0.731523023,1,3.3107564 +8365,S220T; R247C,0.6007374,5.7933893,26/08/2020,-7.44974E+17,0.718900361,1,3.6107955 +8366,S220T; R247H; S292T; Q299R,0.007037901,2.6231813,26/08/2020,-7.44974E+17,0.004831137,1,513.49976 +8367,S220T; R247P; E262K,0.003256244,1.3817858,26/08/2020,-7.44974E+17,0.001123897,1,739.176 +8368,S220T; R247P; F297S,0.003142059,1.3355339,26/08/2020,-7.44974E+17,0.000982491,1,762.01715 +8369,S220T; R258C,0.516964,1.8095835,26/08/2020,-7.44974E+17,0.559467907,4,1.6587089 +8370,S220T; R258H,0.23888221,5.401589,26/08/2020,-7.44974E+17,0.254101079,1,19.495659 +8371,S220T; R258H; A280S; D287E,0.11958656,5.0197687,26/08/2020,-7.44974E+17,0.125263975,1,43.90043 +8372,S220T; R258S; E295G,0.005347563,2.1924145,26/08/2020,-7.44974E+17,0.003432048,1,602.4441 +8373,S220T; R274C,0.5643223,5.8184023,26/08/2020,-7.44974E+17,0.658777839,1,4.2797995 +8374,S220T; R274C; V281D,0.016718118,3.7903457,26/08/2020,-7.44974E+17,0.014065027,1,293.95804 +8375,S220T; R274G,0.06708448,5.041972,26/08/2020,-7.44974E+17,0.064252793,1,83.68779 +8376,S220T; R279C,0.6478883,6.9337897,26/08/2020,-7.44974E+17,0.719456637,2,3.518054 +8377,S220T; R279H; H285R,0.010068836,3.091877,26/08/2020,-7.44974E+17,0.00820772,1,411.03677 +8378,S220T; S226C,0.58608794,5.6148677,26/08/2020,-7.44974E+17,0.703202143,1,3.7496724 +8379,S220T; S226F,0.49231324,2.6154451,26/08/2020,-7.44974E+17,0.510798196,3,2.6909466 +8380,S220T; S226F; Q283H,0.078378856,5.0129824,26/08/2020,-7.44974E+17,0.076272734,1,71.13647 +8381,S220T; S226P,0.36519292,5.481441,26/08/2020,-7.44974E+17,0.408900002,1,10.3183155 +8382,S220T; S226P; L253P,0.003006364,1.2685847,26/08/2020,-7.44974E+17,0.000924964,1,763.3318 +8383,S220T; S226T,0.67150015,6.1907926,26/08/2020,-7.44974E+17,0.730842525,3,2.8703196 +8384,S220T; S226T; V265E,0.002661349,1.0033196,26/08/2020,-7.44974E+17,0.000480905,1,766.0311 +8385,S220T; S226Y; L234P,0.003255885,1.3654417,26/08/2020,-7.44974E+17,0.001012906,1,783.6803 +8386,S220T; S267L,0.007900762,2.810247,26/08/2020,-7.44974E+17,0.005498532,1,492.38452 +8387,S220T; S267P,0.006734499,2.5836463,26/08/2020,-7.44974E+17,0.004336808,1,540.90546 +8388,S220T; S267T,0.5371327,5.5732327,26/08/2020,-7.44974E+17,0.645026461,1,4.6861777 +8389,S220T; S267T; Q283R,0.3489174,5.357162,26/08/2020,-7.44974E+17,0.393725065,1,10.771062 +8390,S220T; S292A,0.53268975,5.524016,26/08/2020,-7.44974E+17,0.629936432,1,4.7125607 +8391,S220T; S292C,0.22837542,5.1984,26/08/2020,-7.44974E+17,0.245305048,1,20.096127 +8392,V293D,0.001008975,0.8161957,26/08/2020,-7.44974E+17,0.000450522,4,1060.5492 +8393,S220T; S292F; Q299P,0.002755697,1.191999,26/08/2020,-7.44974E+17,0.000793218,1,773.5911 +8394,S220T; S304P,0.66133904,5.84609,26/08/2020,-7.44974E+17,0.802162631,1,2.6385586 +8395,S220T; T242A; N249S; R274L,0.04210267,4.699578,26/08/2020,-7.44974E+17,0.039344544,1,133.69579 +8396,S220T; T242I,0.61764884,5.668945,26/08/2020,-7.44974E+17,0.752506806,1,3.1751776 +8397,S220T; T242I; E262G; A282V; G284R,0.002663428,1.1182759,26/08/2020,-7.44974E+17,0.00068342,1,780.30066 +8398,S220T; T245R,0.23136316,5.2520328,26/08/2020,-7.44974E+17,0.249030476,1,19.472801 +8399,S220T; T245R; E261D; H271R,0.13690348,5.2693405,26/08/2020,-7.44974E+17,0.134067928,1,39.169098 +8400,S220T; V221A,0.1583704,4.6696014,26/08/2020,-7.44974E+17,0.163651872,3,26.430878 +8401,S220T; V221A; H255L,0.004905777,2.0431166,26/08/2020,-7.44974E+17,0.002645407,1,613.418 +8402,S220T; V221L; H230Y,0.46684644,5.437479,26/08/2020,-7.44974E+17,0.548131889,1,6.3134265 +8403,S220T; V221M,0.29068038,5.1296406,26/08/2020,-7.44974E+17,0.297828844,2,13.227358 +8404,S220T; V221M; S225P; L227M,0.35554573,5.5643315,26/08/2020,-7.44974E+17,0.396786914,1,10.997555 +8405,S220T; V232A,0.61826444,6.7274942,26/08/2020,-7.44974E+17,0.686152602,2,3.9390144 +8406,S220T; V232I,0.6177831,5.8585176,26/08/2020,-7.44974E+17,0.730365299,1,3.3333204 +8407,S220T; V250A,0.5945272,4.495465,26/08/2020,-7.44974E+17,0.650709566,2,2.8937435 +8408,S220T; V250E,0.03388599,4.448381,26/08/2020,-7.44974E+17,0.032277165,1,156.81584 +8409,S220T; V265A; E278V,0.003854322,1.7388117,26/08/2020,-7.44974E+17,0.001890389,1,689.7375 +8410,S220T; V265G,0.002779824,1.1314279,26/08/2020,-7.44974E+17,0.000655285,1,772.32904 +8411,S220T; V276A,0.021096138,4.6390905,26/08/2020,-7.44974E+17,0.019698633,2,241.86696 +8412,S220T; V281D,0.06341263,4.9423337,26/08/2020,-7.44974E+17,0.061661265,1,88.665955 +8413,S220T; V281I,0.58670145,5.766295,26/08/2020,-7.44974E+17,0.698981555,1,3.8200088 +8414,S220T; V293D,0.002728126,1.1684151,26/08/2020,-7.44974E+17,0.000767147,1,772.8977 +8415,S220T; V293D; E295V,0.003839944,1.6704671,26/08/2020,-7.44974E+17,0.001552145,1,717.8892 +8416,S220T; Y239F; H271Q,0.1654882,5.2428737,26/08/2020,-7.44974E+17,0.17063865,1,30.748974 +8417,S220T; Y239H; L246P; M248T; V276A,0.003351271,1.4566159,26/08/2020,-7.44974E+17,0.001124702,1,717.77673 +8418,S220T; Y239N,0.010932897,3.2598019,26/08/2020,-7.44974E+17,0.008502946,1,390.3475 +8419,S220T; Y239N; L243M,0.07860808,5.0017724,26/08/2020,-7.44974E+17,0.077105021,1,70.34401 +8420,S220V,0.18198901,6.0419645,26/08/2020,-7.44974E+17,0.186299383,2,29.168146 +8421,S220Y,0.12917064,5.77799,26/08/2020,-7.44974E+17,0.129348785,3,41.30295 +8422,S225A,0.09083212,5.0496373,26/08/2020,-7.44974E+17,0.08823553,1,60.418262 +8423,S225E,0.1420925,6.377638,26/08/2020,-7.44974E+17,0.143202047,2,41.505898 +8424,S225G,0.118222624,5.0157833,26/08/2020,-7.44974E+17,0.123491035,1,44.77294 +8425,S225H,0.06600547,4.833453,26/08/2020,-7.44974E+17,0.065139868,1,83.353 +8426,S225I,0.057692323,4.7811885,26/08/2020,-7.44974E+17,0.05462181,1,96.21885 +8427,S225K,0.03876958,4.654174,26/08/2020,-7.44974E+17,0.03570839,1,143.75188 +8428,S225L,0.06171403,6.2377887,26/08/2020,-7.44974E+17,0.059933105,3,100.63351 +8429,S225L; G286W,0.002945764,1.2760412,26/08/2020,-7.44974E+17,0.000882799,1,777.98804 +8430,S225M,0.09547246,4.4113054,26/08/2020,-7.44974E+17,0.093688436,3,45.265 +8431,S225N,0.12438428,5.693967,26/08/2020,-7.44974E+17,0.125435122,2,43.41259 +8432,S225Q,0.098533824,5.0599284,26/08/2020,-7.44974E+17,0.10020309,1,55.652336 +8433,S225R,0.08361,3.9975288,26/08/2020,-7.44974E+17,0.082415392,2,49.213722 +8434,S225T,0.15975207,5.991432,26/08/2020,-7.44974E+17,0.164006874,2,33.95972 +8435,S225T; L227P; A228V,0.012107863,3.384039,26/08/2020,-7.44974E+17,0.009887385,1,368.04715 +8436,S225T; M291R,0.003203695,1.3990071,26/08/2020,-7.44974E+17,0.0010354,1,779.9551 +8437,S225V,0.0878977,6.77045,26/08/2020,-7.44974E+17,0.086206771,3,74.124855 +8438,S225W,0.057997838,4.7351055,26/08/2020,-7.44974E+17,0.054932983,2,86.60527 +8439,S225W; A231S,0.029362228,4.406128,26/08/2020,-7.44974E+17,0.027158732,1,186.06337 +8440,S226A,0.06134164,5.283073,26/08/2020,-7.44974E+17,0.059240186,2,89.42162 +8441,S226C,0.10285683,2.9621363,26/08/2020,-7.44974E+17,0.103408529,5,27.627842 +8442,S226D,0.21228018,5.3931713,26/08/2020,-7.44974E+17,0.217692082,1,22.92601 +8443,S226E,0.23450014,5.6880155,26/08/2020,-7.44974E+17,0.238331993,4,19.200876 +8444,S226F,0.15458243,4.097047,26/08/2020,-7.44974E+17,0.15605087,2,24.954 +8445,S226F; H230I,0.046104286,4.6643963,26/08/2020,-7.44974E+17,0.044247883,1,119.41157 +8446,S226F; H230S,0.08364914,5.0041046,26/08/2020,-7.44974E+17,0.083567651,1,65.426926 +8447,S226G,0.10119229,5.8158436,26/08/2020,-7.44974E+17,0.101008058,3,54.764534 +8448,S226H,0.107928045,6.3274293,26/08/2020,-7.44974E+17,0.106197734,2,56.88382 +8449,S226I,0.07607146,4.9445443,26/08/2020,-7.44974E+17,0.074143132,1,72.955475 +8450,S226K,0.1538137,5.1336484,26/08/2020,-7.44974E+17,0.157334683,1,33.035675 +8451,S226L,0.20795669,2.6500468,26/08/2020,-7.44974E+17,0.20649068,3,11.124707 +8452,S226M,0.17764902,5.1500216,26/08/2020,-7.44974E+17,0.190998057,1,27.521988 +8453,S226N,0.1825221,3.6093159,26/08/2020,-7.44974E+17,0.181650949,3,17.457275 +8454,S226N; N251D,0.01927792,3.927289,26/08/2020,-7.44974E+17,0.016847557,1,256.40485 +8455,S226P,0.033792228,4.345716,26/08/2020,-7.44974E+17,0.031984402,4,132.68932 +8456,S226P; A252V; P270R; E295G,0.004887695,2.0520372,26/08/2020,-7.44974E+17,0.002776178,1,656.79565 +8457,S226R,0.022339836,4.1569257,26/08/2020,-7.44974E+17,0.019831137,1,236.59042 +8458,S226T,0.17074841,4.397123,26/08/2020,-7.44974E+17,0.171611643,2,23.23877 +8459,S226V,0.10441696,6.091154,26/08/2020,-7.44974E+17,0.105042649,3,55.15651 +8460,S226W,0.07112701,4.315951,26/08/2020,-7.44974E+17,0.070986804,2,63.64271 +8461,S226Y,0.1780929,4.4658866,26/08/2020,-7.44974E+17,0.180417974,2,22.607912 +8462,S267A,0.049964197,7.0856752,26/08/2020,-7.44974E+17,0.049500229,3,142.28598 +8463,S267C,0.04299023,5.741,26/08/2020,-7.44974E+17,0.041521003,2,141.5626 +8464,S267D,0.039832607,4.3913198,26/08/2020,-7.44974E+17,0.03866336,2,118.42802 +8465,S267E,0.00377812,2.1547737,26/08/2020,-7.44974E+17,0.002478122,2,738.1396 +8466,S267F,0.023090977,5.0955453,26/08/2020,-7.44974E+17,0.021970643,2,240.22638 +8467,S267G,0.0073808,4.090835,26/08/2020,-7.44974E+17,0.006462315,3,601.9759 +8468,S267H,0.064537786,4.9226093,26/08/2020,-7.44974E+17,0.062321502,1,86.67952 +8469,S267I,0.001980629,1.2185297,26/08/2020,-7.44974E+17,0.000941801,2,910.7211 +8470,S267L; R274H,0.004102044,1.7459323,26/08/2020,-7.44974E+17,0.00182428,1,665.9376 +8471,S267M,0.007376221,2.9154277,26/08/2020,-7.44974E+17,0.006066323,2,468.103 +8472,S267N,0.043112554,5.002151,26/08/2020,-7.44974E+17,0.041520408,2,124.05001 +8473,S267P,0.003034816,1.2823765,26/08/2020,-7.44974E+17,0.000844728,1,773.83527 +8474,S267P; F297Y,0.005513587,2.18709,26/08/2020,-7.44974E+17,0.002984898,1,605.248 +8475,S267Q,0.01809987,4.6859727,26/08/2020,-7.44974E+17,0.017027335,2,286.53952 +8476,S267T,0.058481183,4.77025,26/08/2020,-7.44974E+17,0.057908974,4,81.26868 +8477,S267V,0.007951911,3.1850064,26/08/2020,-7.44974E+17,0.007418389,4,432.70987 +8478,S267W,0.031269345,5.547937,26/08/2020,-7.44974E+17,0.030801152,3,183.65158 +8479,S292F,0.007919274,2.7928333,26/08/2020,-7.44974E+17,0.005721806,1,480.8499 +8480,S292G,0.008424319,2.9402895,26/08/2020,-7.44974E+17,0.00603914,1,467.39243 +8481,S292I,0.010912988,3.2290554,26/08/2020,-7.44974E+17,0.008552175,1,399.35858 +8482,S292P,0.002314719,0.8458178,26/08/2020,-7.44974E+17,0.000269536,1,783.129 +8483,S292Q,0.002534653,1.0282507,26/08/2020,-7.44974E+17,0.000492399,1,802.1418 +8484,S292T,0.008862969,3.6909053,26/08/2020,-7.44974E+17,0.007629247,2,479.63498 +8485,S292Y; F297I,0.002199325,0.8363238,26/08/2020,-7.44974E+17,0.000284377,1,807.1281 +8486,S301A,0.021143688,4.0986867,26/08/2020,-7.44974E+17,0.017975452,1,242.00966 +8487,S301C,0.014554069,3.568553,26/08/2020,-7.44974E+17,0.012429678,1,320.76953 +8488,S301E,0.020761326,3.0542908,26/08/2020,-7.44974E+17,0.020078514,4,157.29945 +8489,S301F,0.019722844,3.9773762,26/08/2020,-7.44974E+17,0.017212146,1,255.10835 +8490,S301G,0.2334831,1.3566573,26/08/2020,-7.44974E+17,0.247931607,2,5.4623547 +8491,S301H,0.025170373,7.4550858,26/08/2020,-7.44974E+17,0.024545058,4,299.84976 +8492,S301I,0.015472211,3.691834,26/08/2020,-7.44974E+17,0.012644025,1,308.09003 +8493,S301K,0.03992748,3.445973,26/08/2020,-7.44974E+17,0.038009288,3,91.8058 +8494,S301L,0.015477967,6.421944,26/08/2020,-7.44974E+17,0.014583314,4,428.53525 +8495,S301M,0.014391532,4.416416,26/08/2020,-7.44974E+17,0.01319906,2,340.21378 +8496,S301N,0.0441829,4.7161565,26/08/2020,-7.44974E+17,0.040194036,1,127.79393 +8497,S301P,0.014992997,3.6817675,26/08/2020,-7.44974E+17,0.013259869,1,313.6658 +8498,S301Q,0.017956173,4.643437,26/08/2020,-7.44974E+17,0.01688364,2,287.34213 +8499,S301R,0.028188232,5.369159,26/08/2020,-7.44974E+17,0.026722112,2,205.9808 +8500,S301T,0.2201776,1.9894881,26/08/2020,-7.44974E+17,0.211786375,4,7.745146 +8501,S301V,0.014357751,4.4241652,26/08/2020,-7.44974E+17,0.013121562,2,346.83575 +8502,S301W,0.03494884,1.8506957,26/08/2020,-7.44974E+17,0.033641698,4,59.100346 +8503,S301Y,0.02236759,4.1648192,26/08/2020,-7.44974E+17,0.021412993,3,198.2462 +8504,S304C,0.21525453,6.607308,26/08/2020,-7.44974E+17,0.219919832,2,25.610826 +8505,S304D,0.15288506,4.9781256,26/08/2020,-7.44974E+17,0.158427442,2,29.954697 +8506,S304E,0.08867897,4.7809224,26/08/2020,-7.44974E+17,0.088383364,2,54.31408 +8507,S304F,0.12473041,5.590123,26/08/2020,-7.44974E+17,0.121330159,3,41.55222 +8508,S304G,0.16221432,3.2203848,26/08/2020,-7.44974E+17,0.160354861,4,17.703358 +8509,S304H,0.2893003,5.278622,26/08/2020,-7.44974E+17,0.318663623,1,14.421917 +8510,S304I,0.1710098,6.5296726,26/08/2020,-7.44974E+17,0.170941365,2,33.785282 +8511,S304K,0.17281267,7.1838202,26/08/2020,-7.44974E+17,0.174446752,4,35.52681 +8512,S304L,0.15869915,6.4306154,26/08/2020,-7.44974E+17,0.159839308,4,35.38085 +8513,S304M,0.13660102,6.363155,26/08/2020,-7.44974E+17,0.136824706,2,43.50707 +8514,S304P,0.17201334,6.0413246,26/08/2020,-7.44974E+17,0.171159893,2,31.2963 +8515,S304Q,0.22641557,5.3070765,26/08/2020,-7.44974E+17,0.242684245,1,20.683012 +8516,S304R,0.22930889,5.304845,26/08/2020,-7.44974E+17,0.239943737,1,20.499357 +8517,S304T,0.18975718,4.3765416,26/08/2020,-7.44974E+17,0.195847143,3,19.91 +8518,S304V,0.12513925,2.038305,26/08/2020,-7.44974E+17,0.125757683,4,15.763217 +8519,S304W,0.10041249,5.344695,26/08/2020,-7.44974E+17,0.098247912,2,52.417686 +8520,S49A,0.096534036,5.189228,26/08/2020,-7.44974E+17,0.096721816,2,53.27044 +8521,S49C,0.055458516,4.0500436,26/08/2020,-7.44974E+17,0.054037955,2,78.18687 +8522,S49C; A80T; A111V; L119H; T172A; L246H,0.002422151,1.0498424,26/08/2020,-7.44974E+17,0.000558785,1,819.8649 +8523,S49C; D152E; S220T; A223E; S267L,0.004312919,1.8810017,26/08/2020,-7.44974E+17,0.002303538,1,668.6665 +8524,S49C; G55V; F142L; T196R; S220T; S226P; R247C,0.00300593,1.3238795,26/08/2020,-7.44974E+17,0.001012722,1,749.1559 +8525,S49C; I212T; S220T; Q299L,0.25928354,2.605107,26/08/2020,-7.44974E+17,0.262598208,2,8.390795 +8526,S49C; L143M; S220T; D235G; V281F,0.003115165,1.3330605,26/08/2020,-7.44974E+17,0.000957446,1,782.8228 +8527,S49C; L151P; A159D; F166S; V232A; Y239N; K298M,0.004114719,1.754042,26/08/2020,-7.44974E+17,0.001896979,1,696.64154 +8528,S49C; L193H; M248V,0.003721813,1.6691487,26/08/2020,-7.44974E+17,0.001561698,1,731.42523 +8529,S49C; L76I; R94C; G203S; S205G; S220T,0.009776424,3.1170607,26/08/2020,-7.44974E+17,0.00736175,1,433.02264 +8530,S49C; N100Y,0.003300286,1.4517317,26/08/2020,-7.44974E+17,0.001191036,1,757.21045 +8531,S49C; Q107H; S160L,0.005371951,2.18718,26/08/2020,-7.44974E+17,0.003217303,1,594.1802 +8532,S49C; S103P; L222P,0.002135348,0.70998794,26/08/2020,-7.44974E+17,0.00015906,1,779.9798 +8533,S49C; S103T; Q107L; A111G; G126D; Y177C,0.002571962,1.0006387,26/08/2020,-7.44974E+17,0.000477411,1,789.902 +8534,S49C; S57T; H288R,0.08372538,5.069197,26/08/2020,-7.44974E+17,0.082497014,1,66.92852 +8535,S49C; S67N; N190K; S220T; H230Y,0.004237748,1.8750515,26/08/2020,-7.44974E+17,0.002051322,1,675.6983 +8536,S49C; T179I; S220T; V250E,0.011850061,3.3993647,26/08/2020,-7.44974E+17,0.009527453,1,381.2224 +8537,S49C; V150A; Y239F,0.010245592,3.1655645,26/08/2020,-7.44974E+17,0.008083813,1,411.877 +8538,S49C; V150M,0.08120869,5.0394235,26/08/2020,-7.44974E+17,0.078701994,1,69.2285 +8539,S49E,0.11180939,2.5930219,26/08/2020,-7.44974E+17,0.11115859,3,23.358892 +8540,S49F,0.06072483,8.531772,26/08/2020,-7.44974E+17,0.060600653,4,136.2505 +8541,S49G,0.025271432,1.6061295,26/08/2020,-7.44974E+17,0.024925679,5,70.68715 +8542,S49G; A187G; L227P,0.002830388,1.2336652,26/08/2020,-7.44974E+17,0.000878747,1,762.08417 +8543,S49G; C75G; N100K; T121M; D163N; L167H; Y186F; N190D; H255Y; K298R,0.003630148,1.5094925,26/08/2020,-7.44974E+17,0.001388552,1,718.90515 +8544,S49G; D163E; S220T,0.50309837,5.5899563,26/08/2020,-7.44974E+17,0.584112284,1,5.54472 +8545,S49G; E84D; F297L,0.041422505,4.664043,26/08/2020,-7.44974E+17,0.038464652,1,133.22044 +8546,S49G; R148P; A169E; S220T; H230Y,0.76594704,15.6996765,26/08/2020,-7.44974E+17,0.782415565,10,4.7145967 +8547,S49G; S220T,0.5089316,5.677304,26/08/2020,-7.44974E+17,0.590140519,1,5.4284925 +8548,S49G; S69Y; E108G; L198M; T207S; S220T; H266Q,0.00245694,0.97405607,26/08/2020,-7.44974E+17,0.000433106,1,765.4432 +8549,S49H,0.0737788,0.66432905,26/08/2020,-7.44974E+17,0.076862716,6,10.327427 +8550,S49I,0.07807573,6.069074,26/08/2020,-7.44974E+17,0.076622443,2,77.82196 +8551,S49I; A218Q,0.058636416,4.8807545,26/08/2020,-7.44974E+17,0.055849786,1,95.0342 +8552,S49I; G104V; F142S,0.002751836,1.1087018,26/08/2020,-7.44974E+17,0.000581299,1,768.89746 +8553,S49I; G146D; S220T,0.00258624,1.0253391,26/08/2020,-7.44974E+17,0.000484623,1,759.4734 +8554,S49I; L143S; V199L,0.004332576,1.8177791,26/08/2020,-7.44974E+17,0.0020922,1,678.5084 +8555,S49I; R148P; S220T; H230Y,0.48157996,1.1644938,26/08/2020,-7.44974E+17,0.575735409,10,1.2594403 +8556,S49I; S220T; H230Y; H255Q,0.067632884,4.988939,26/08/2020,-7.44974E+17,0.064733873,1,82.185135 +8557,S49K,0.054487485,5.593154,26/08/2020,-7.44974E+17,0.052116517,2,106.42443 +8558,S49L,0.052391652,4.7496166,26/08/2020,-7.44974E+17,0.049521621,1,105.1468 +8559,S49M,0.058588725,4.841894,26/08/2020,-7.44974E+17,0.057372773,2,87.07137 +8560,S49N,0.06658593,0.79388523,26/08/2020,-7.44974E+17,0.069642782,3,15.709617 +8561,S49N; A112T; W115R; A156V; S220T; A223T; H230Y,0.005060121,2.0438707,26/08/2020,-7.44974E+17,0.002659583,1,628.3203 +8562,S49N; L51H,0.004148475,1.7721586,26/08/2020,-7.44974E+17,0.001842909,1,694.3554 +8563,S49N; R96C; V175M; S205R,0.025027761,4.228562,26/08/2020,-7.44974E+17,0.022700873,1,210.56706 +8564,S49N; S114T; S220T,0.55215186,5.8050675,26/08/2020,-7.44974E+17,0.659361876,1,4.495387 +8565,S49N; Y83C; S220T; E262Q,0.02326415,4.2119055,26/08/2020,-7.44974E+17,0.019918749,1,223.70746 +8566,S49P,0.019217117,3.942702,26/08/2020,-7.44974E+17,0.016538904,1,256.77518 +8567,S49R,0.12470449,0.911716,26/08/2020,-7.44974E+17,0.10734549,10,7.0401654 +8568,S49R; A112T; D139E; G146C; S220T,0.003062753,1.2223765,26/08/2020,-7.44974E+17,0.000753591,1,784.27167 +8569,S49R; A156T; V175K,0.695938,7.8620977,26/08/2020,-7.44974E+17,0.702879562,20,3.4005384 +8570,S49R; A169V; E261G,0.029662786,4.3843503,26/08/2020,-7.44974E+17,0.028054039,1,180.16005 +8571,S49R; A187V; S220T,0.05432149,4.816022,26/08/2020,-7.44974E+17,0.052403339,1,101.76675 +8572,S49R; A53S,0.5006736,4.58055,26/08/2020,-7.44974E+17,0.506870047,21,4.565695 +8573,S49R; A53S; A156T,0.425398,3.8386662,26/08/2020,-7.44974E+17,0.430702531,19,5.2038693 +8574,S49R; A53S; A228V,0.33272523,3.6837986,26/08/2020,-7.44974E+17,0.333182109,6,7.564754 +8575,S49R; A53S; A80T,0.5526743,7.187286,26/08/2020,-7.44974E+17,0.556887781,31,5.810245 +8576,S49R; A53S; E91D,0.51328045,6.359839,26/08/2020,-7.44974E+17,0.52831488,5,6.0246572 +8577,S49R; A53S; E91V,0.3090682,4.6233087,26/08/2020,-7.44974E+17,0.312562535,23,10.39307 +8578,S49R; A53S; T242A,0.31789628,4.2428694,26/08/2020,-7.44974E+17,0.32162312,11,9.2191925 +8579,S49R; A53S; Y177W,0.58839613,5.722526,26/08/2020,-7.44974E+17,0.591623549,24,3.984924 +8580,S49R; A68T; P106L; S114P,0.003384542,1.4299364,26/08/2020,-7.44974E+17,0.001083506,1,751.72174 +8581,S49R; G87S; N102Y,0.002810624,1.1175984,26/08/2020,-7.44974E+17,0.0006015,1,776.4035 +8582,S49R; L101M; H154D; A156V; V265G,0.003047854,1.3280686,26/08/2020,-7.44974E+17,0.000908874,1,759.5701 +8583,S49R; M129L; V175K,0.68345475,9.145486,26/08/2020,-7.44974E+17,0.689434646,28,4.2138286 +8584,S49R; N178S; S220T; H230Y,0.08020278,4.9723306,26/08/2020,-7.44974E+17,0.078257738,1,69.04365 +8585,S49R; N77D,0.10904224,5.1322274,26/08/2020,-7.44974E+17,0.107987487,1,50.273422 +8586,S49R; S103P,0.004443327,1.9300112,26/08/2020,-7.44974E+17,0.00222015,1,667.56635 +8587,S49R; S220T; Q283E,0.5373559,2.6977088,26/08/2020,-7.44974E+17,0.580089758,2,2.28877 +8588,S49R; S220T; Q283H,0.31899348,5.3861575,26/08/2020,-7.44974E+17,0.35465203,1,12.551893 +8589,S49R; V109A; F142L; S201P,0.002683364,1.0962716,26/08/2020,-7.44974E+17,0.000620499,1,760.7472 +8590,S49R; V175K; A259T,0.8130505,15.19384,26/08/2020,-7.44974E+17,0.830697936,13,3.4200616 +8591,S49R; V175K; Y177W,0.7568839,13.369227,26/08/2020,-7.44974E+17,0.76583956,27,4.2632933 +8592,S49R; V175M,0.1692446,5.2202945,26/08/2020,-7.44974E+17,0.178069575,1,29.460976 +8593,S49T,0.065326765,0.9093898,26/08/2020,-7.44974E+17,0.065703962,5,15.930111 +8594,S49W,0.06017528,4.8253875,26/08/2020,-7.44974E+17,0.05903138,1,91.36816 +8595,S49W; G55D; E91D,0.007286566,2.6806662,26/08/2020,-7.44974E+17,0.004825906,1,511.23538 +8596,S57A; G87S; S201P; S220T; E261D,0.12344058,5.1313524,26/08/2020,-7.44974E+17,0.125072089,1,43.395058 +8597,S57A; R122H; S220T,0.51791996,5.6162815,26/08/2020,-7.44974E+17,0.596587425,1,5.143982 +8598,S57A; T72A; C75S; G136C; S220T,0.003438064,1.4407829,26/08/2020,-7.44974E+17,0.001172211,1,700.76483 +8599,S57C,0.14815056,5.188831,26/08/2020,-7.44974E+17,0.15431089,1,35.418087 +8600,S57E,0.115325294,5.061263,26/08/2020,-7.44974E+17,0.117604889,1,45.833645 +8601,S57F,0.14933704,4.889222,26/08/2020,-7.44974E+17,0.151483142,3,29.683117 +8602,S57G,0.049798675,5.2828345,26/08/2020,-7.44974E+17,0.048163305,2,112.26069 +8603,S57H,0.11258845,6.300612,26/08/2020,-7.44974E+17,0.114703496,2,53.25634 +8604,S57I,0.20904341,2.3725326,26/08/2020,-7.44974E+17,0.214993892,3,9.917136 +8605,S57K,0.12337315,4.7672715,26/08/2020,-7.44974E+17,0.124916321,3,36.19834 +8606,S57L,0.075130746,5.1316547,26/08/2020,-7.44974E+17,0.075769242,2,69.6774 +8607,S57L; I62F; T188S; S220T; S292P,0.002749665,1.1751629,26/08/2020,-7.44974E+17,0.000746295,1,819.44836 +8608,S57L; S220T,0.64915264,6.068069,26/08/2020,-7.44974E+17,0.778304464,1,2.8659396 +8609,S57L; S220T; P224L; L269S,0.004590285,1.9497561,26/08/2020,-7.44974E+17,0.002290167,1,671.45044 +8610,S57L; S220T; T242I,0.17461264,4.0801272,26/08/2020,-7.44974E+17,0.179565763,2,21.428804 +8611,S57L; T72S; P133S; V175G,0.00422706,1.8088558,26/08/2020,-7.44974E+17,0.002132306,1,669.6933 +8612,S57M,0.21877514,2.1951215,26/08/2020,-7.44974E+17,0.219595377,3,8.769766 +8613,S57N,0.1434066,7.402563,26/08/2020,-7.44974E+17,0.143718227,6,45.168232 +8614,S57P; A140V; R247H; V250E,0.007375203,2.647536,26/08/2020,-7.44974E+17,0.004893928,1,513.8801 +8615,S57P; A169T,0.027723443,4.3908024,26/08/2020,-7.44974E+17,0.024573573,1,189.84378 +8616,S57P; D118N; T207A; S220T; V276I,0.067657195,4.9869933,26/08/2020,-7.44974E+17,0.06365179,1,84.17132 +8617,V40P,0.002530244,1.0179347,26/08/2020,-7.44974E+17,0.000500418,1,787.7504 +8618,S57P; M184I; L272P,0.005337279,2.223082,26/08/2020,-7.44974E+17,0.003254897,1,614.89624 +8619,S57P; M184T; L214P; K298E; Q299L,0.002563753,0.98346657,26/08/2020,-7.44974E+17,0.000449523,1,796.3134 +8620,S57P; M82I; P131T; S220T; K298M,0.002963636,1.1687481,26/08/2020,-7.44974E+17,0.000718452,1,785.5919 +8621,S57P; N100K; A180V; A282V,0.004735674,2.0433729,26/08/2020,-7.44974E+17,0.002504687,1,662.79315 +8622,S57P; Q107K; V175A; Y192F; S220T,0.020792231,3.9609063,26/08/2020,-7.44974E+17,0.018243433,1,238.69626 +8623,S57P; R165H; S220T,0.030574353,4.417615,26/08/2020,-7.44974E+17,0.027288713,1,180.14629 +8624,S57P; R94H; P219H; D233V; H266P,0.00377883,1.6393191,26/08/2020,-7.44974E+17,0.001589869,1,706.71344 +8625,S57P; T157P; D170V; S220T,0.0027136,1.2069284,26/08/2020,-7.44974E+17,0.00075474,1,806.7153 +8626,S57P; V130E; N249Y; N289I,0.00202318,0.63568777,26/08/2020,-7.44974E+17,0.000134466,1,748.73596 +8627,S57P; V135G; D139E; V141I,0.002765619,1.145713,26/08/2020,-7.44974E+17,0.000622965,1,791.13354 +8628,S57P; Y186C; S220T,0.002412889,0.9703581,26/08/2020,-7.44974E+17,0.000438486,1,759.30035 +8629,S57Q,0.15797983,5.110316,26/08/2020,-7.44974E+17,0.163451966,1,32.255585 +8630,S57R,0.113639176,3.5763485,26/08/2020,-7.44974E+17,0.115463319,2,31.830101 +8631,S57T,0.4925742,5.0934706,26/08/2020,-7.44974E+17,0.528078068,2,5.318224 +8632,S57T; A159V; A174E; S220T; Y239F,0.002592583,1.0326315,26/08/2020,-7.44974E+17,0.000486278,1,765.2379 +8633,S57T; D147Y; L173P; A202E,0.002662899,1.0251344,26/08/2020,-7.44974E+17,0.000475187,1,752.26337 +8634,S57T; D287V,0.040003866,4.544366,26/08/2020,-7.44974E+17,0.038170578,1,134.94275 +8635,S57T; D95G; M129I; V150E; E153G; W216R; Y239H; H288L,0.002253382,0.8468136,26/08/2020,-7.44974E+17,0.000280739,1,798.01697 +8636,S57T; E153K; S220T,0.5761264,5.7332067,26/08/2020,-7.44974E+17,0.68179737,1,3.9626086 +8637,S57T; E208G,0.22180897,5.24584,26/08/2020,-7.44974E+17,0.243999467,1,21.10031 +8638,S57T; F142S; L198M,0.09295101,5.0640454,26/08/2020,-7.44974E+17,0.091112536,1,58.935116 +8639,S57T; I256N,0.002430995,0.9948139,26/08/2020,-7.44974E+17,0.000469353,1,785.5962 +8640,S57T; L234F; A259S,0.007602745,2.7291138,26/08/2020,-7.44974E+17,0.005257508,1,502.50153 +8641,S57T; Q194R; S220T; D233V,0.003184352,1.2948071,26/08/2020,-7.44974E+17,0.000933559,1,765.8334 +8642,S57T; R96H; P131T; G215V; L222R,0.002365259,0.89558357,26/08/2020,-7.44974E+17,0.000317886,1,785.4916 +8643,S57T; S103T; V113E; S220P; M248V; D287N; E295G,0.003113556,1.3737797,26/08/2020,-7.44974E+17,0.001023249,1,753.59937 +8644,S57T; S220T,0.5704104,5.6802435,26/08/2020,-7.44974E+17,0.68440385,1,4.0348964 +8645,S57T; S67R; Y177D; S225P,0.00307142,1.3223625,26/08/2020,-7.44974E+17,0.0009645,1,745.37573 +8646,S57T; T157S; S220T; S267P; Y290N,0.002014261,0.68168217,26/08/2020,-7.44974E+17,0.000142317,1,735.06757 +8647,S57T; T245A,0.015022676,3.684186,26/08/2020,-7.44974E+17,0.01255072,1,316.1827 +8648,S57T; V175K; Y177W,0.80380243,16.012072,26/08/2020,-7.44974E+17,0.822858697,12,3.8327403 +8649,S57T; Y83N; V204L; M248K,0.002460719,0.9474604,26/08/2020,-7.44974E+17,0.000396992,1,757.9247 +8650,S57V,0.2892947,6.0383153,26/08/2020,-7.44974E+17,0.303945527,2,15.631485 +8651,S57W,0.07198211,8.071867,26/08/2020,-7.44974E+17,0.070464178,4,108.0254 +8652,S57Y,0.08415153,7.052269,26/08/2020,-7.44974E+17,0.084611266,3,80.6451 +8653,S61A,0.030711792,4.496509,26/08/2020,-7.44974E+17,0.028086446,1,178.95753 +8654,S61C,0.05973495,4.8688426,26/08/2020,-7.44974E+17,0.055425559,1,95.066086 +8655,S61D,0.33392996,6.4773574,26/08/2020,-7.44974E+17,0.345900772,2,13.465414 +8656,S61D; A218M; A296T,0.51469797,0.72410375,26/08/2020,-7.44974E+17,0.63161907,12,0.6783419 +8657,S61E,0.0591529,4.805074,26/08/2020,-7.44974E+17,0.057651573,1,93.6772 +8658,S61G,0.12221797,2.2182624,26/08/2020,-7.44974E+17,0.120839648,5,17.418333 +8659,S61H,0.18020928,5.1504436,26/08/2020,-7.44974E+17,0.189840373,1,27.220348 +8660,S61I,0.01033741,3.6728456,26/08/2020,-7.44974E+17,0.008858445,2,410.88397 +8661,S61K,0.091429606,3.190311,26/08/2020,-7.44974E+17,0.089935641,5,33.832447 +8662,S61L,0.022429451,4.1565843,26/08/2020,-7.44974E+17,0.01936654,1,227.35768 +8663,S61L; A187T; S220T; V265I; N289I,0.002501683,0.95745796,26/08/2020,-7.44974E+17,0.000449442,1,765.90344 +8664,S61L; A89P; P106L; E254S,0.009309198,3.0359268,26/08/2020,-7.44974E+17,0.006807232,1,440.16714 +8665,S61L; G87C; E153V; S220T,0.005006963,2.101217,26/08/2020,-7.44974E+17,0.002577879,1,662.53485 +8666,S61L; M82I; T121A; L182P,0.002033341,0.7642056,26/08/2020,-7.44974E+17,0.000221951,1,820.2387 +8667,S61M,0.04565261,3.451547,26/08/2020,-7.44974E+17,0.043912447,2,83.22578 +8668,S61N,0.24927606,4.089841,26/08/2020,-7.44974E+17,0.258036997,2,13.383255 +8669,S61P,0.007243391,1.8006986,26/08/2020,-7.44974E+17,0.006437344,5,278.91592 +8670,S61P; A174T; S220T,0.003052967,1.3243246,26/08/2020,-7.44974E+17,0.000940875,1,759.244 +8671,S61P; D125V; D163V,0.002239585,0.81358254,26/08/2020,-7.44974E+17,0.000254991,1,805.9531 +8672,S61P; F142Y; S220T; A223V,0.002338083,0.9878556,26/08/2020,-7.44974E+17,0.000498649,1,815.361 +8673,S61P; Q107H; L124H; L151P; Y177F; A282P; E295K,0.002195892,0.7965378,26/08/2020,-7.44974E+17,0.00025384,1,773.75116 +8674,S61P; R137H; S220T; P240S; N251Y,0.002726905,1.0835273,26/08/2020,-7.44974E+17,0.000568044,1,763.427 +8675,S61P; S220T; Y239C,0.002748952,1.1767938,26/08/2020,-7.44974E+17,0.000759439,1,768.20074 +8676,S61Q,0.093944155,3.5147412,26/08/2020,-7.44974E+17,0.093795707,3,37.08272 +8677,S61R,0.12622237,6.35042,26/08/2020,-7.44974E+17,0.12807091,2,47.426357 +8678,S61T,0.2541692,6.4688883,26/08/2020,-7.44974E+17,0.2658854,2,19.998718 +8679,S61T; A68V; T121S; D287E; A303T,0.0213418,4.0718126,26/08/2020,-7.44974E+17,0.019201033,1,232.77924 +8680,S61T; C75S; S220T,0.06515175,4.77807,26/08/2020,-7.44974E+17,0.065252371,1,83.727486 +8681,S61T; E261G,0.041320514,4.552861,26/08/2020,-7.44974E+17,0.039643448,1,129.89952 +8682,S61T; E84D; F86Y; S220T; H288L,0.010520584,3.219912,26/08/2020,-7.44974E+17,0.008026997,1,415.21475 +8683,S61T; L158H; Q194R,0.002021571,0.65376234,26/08/2020,-7.44974E+17,0.00013638,1,742.67725 +8684,S61T; V109A; S220T; L222P; A257S; S267T; G286V,0.004317761,1.7932173,26/08/2020,-7.44974E+17,0.001930271,1,669.0159 +8685,S61T; V66A; V281D,0.002662463,1.1736585,26/08/2020,-7.44974E+17,0.000745651,1,796.5781 +8686,S61V,0.01745278,3.8323908,26/08/2020,-7.44974E+17,0.014588202,1,282.69562 +8687,S61W; A68S,0.003398183,1.4884375,26/08/2020,-7.44974E+17,0.001239364,1,740.9438 +8688,S61Y,0.034664676,3.501451,26/08/2020,-7.44974E+17,0.033416901,4,105.55305 +8689,S67C; A89D; S220T,0.5113884,5.701795,26/08/2020,-7.44974E+17,0.592115201,1,5.4031177 +8690,S67C; G120C; D139G; E208D,0.054326158,4.7598896,26/08/2020,-7.44974E+17,0.052913923,1,100.36147 +8691,S67C; H154Q; H183R; V250A; Y290F,0.003266071,1.40603,26/08/2020,-7.44974E+17,0.001142227,1,741.1962 +8692,S67C; M129I; H183R; I256T; L269F,0.001927154,0.6272416,26/08/2020,-7.44974E+17,0.000120159,1,795.992 +8693,S67C; M82V; G200E; G203C,0.002813184,1.1435477,26/08/2020,-7.44974E+17,0.000636379,1,782.6915 +8694,S67C; N178K; L198P; S220T,0.002561543,1.1327177,26/08/2020,-7.44974E+17,0.000624981,1,776.8481 +8695,S67C; N190D; S220T; T245A,0.004688643,1.9671704,26/08/2020,-7.44974E+17,0.002477089,1,630.6218 +8696,S67C; R148S; F166V; S220T; E262G,0.003032205,1.2779547,26/08/2020,-7.44974E+17,0.000958105,1,738.73663 +8697,S67C; V71L; T207A; S220T; I256N,0.004646922,1.9351195,26/08/2020,-7.44974E+17,0.002458754,1,638.4928 +8698,S67C; Y290N,0.003070088,1.3166599,26/08/2020,-7.44974E+17,0.000952999,1,745.14624 +8699,S67D,0.119423166,3.8284914,26/08/2020,-7.44974E+17,0.11930732,2,31.891233 +8700,S67E,0.18714839,5.2265143,26/08/2020,-7.44974E+17,0.196534673,1,26.505068 +8701,S67F,0.055720456,5.952731,26/08/2020,-7.44974E+17,0.054807979,2,110.35118 +8702,S67G,0.09422952,5.6229644,26/08/2020,-7.44974E+17,0.09107401,2,59.132545 +8703,S67G; F86C,0.03538718,4.4781804,26/08/2020,-7.44974E+17,0.033691049,1,150.96323 +8704,S67G; M82I; V135I; S220T; H230R; A282T,0.008483997,3.6452875,26/08/2020,-7.44974E+17,0.007431841,2,491.28665 +8705,S67G; N100D; S114L; A169V; Y177S; M185T,0.002306812,0.8641633,26/08/2020,-7.44974E+17,0.00034699,1,787.31134 +8706,S67G; N77K; L93F; M129I; L176I; S220T; H288Y,0.004470828,1.9152491,26/08/2020,-7.44974E+17,0.002270929,1,691.30054 +8707,S67G; T157S; P164Q; V175A; T245I; H285R,0.00881668,2.9974768,26/08/2020,-7.44974E+17,0.006475439,1,477.08746 +8708,S67G; V113A; S220T,0.43106264,5.5680966,26/08/2020,-7.44974E+17,0.492332165,1,7.6002493 +8709,S67H,0.07588333,6.248683,26/08/2020,-7.44974E+17,0.073375125,2,82.90325 +8710,S67I,0.1110444,5.514725,26/08/2020,-7.44974E+17,0.111244098,2,47.852695 +8711,S67I; A68T,0.021046748,4.0171475,26/08/2020,-7.44974E+17,0.018205136,1,240.61232 +8712,S67I; D95N; L101Q; V204E; S220T,0.002383304,0.9976332,26/08/2020,-7.44974E+17,0.000476902,1,824.8194 +8713,S67K,0.09890278,5.1039577,26/08/2020,-7.44974E+17,0.096011945,1,56.47983 +8714,S67L,0.15427026,5.383043,26/08/2020,-7.44974E+17,0.154931376,3,31.234585 +8715,S67M,0.1777729,5.429856,26/08/2020,-7.44974E+17,0.179576661,2,26.922049 +8716,S67N,0.16837436,5.9778056,26/08/2020,-7.44974E+17,0.172720421,4,30.71433 +8717,S67N; A187V,0.007831926,2.7388742,26/08/2020,-7.44974E+17,0.005596905,1,498.57968 +8718,S67N; D170V; Y186C; L269M; R279H,0.002417971,0.9536571,26/08/2020,-7.44974E+17,0.000424363,1,782.4235 +8719,S67N; E153G; V175A; S220T,0.30879518,5.2413707,26/08/2020,-7.44974E+17,0.343486558,1,13.032679 +8720,S67N; E153L; V199L; S220T; E268G,0.004010914,1.7081037,26/08/2020,-7.44974E+17,0.00168539,1,695.7845 +8721,S67N; L124H; L193H,0.002948227,1.2241853,26/08/2020,-7.44974E+17,0.00075751,1,772.59546 +8722,S67N; L76H; D95E; N100D; L124P; V250M,0.004565996,1.9637802,26/08/2020,-7.44974E+17,0.002482604,1,644.91046 +8723,S67N; N102K; D163V; M273V; Q283L,0.002014302,0.6464198,26/08/2020,-7.44974E+17,0.000117396,1,741.91766 +8724,S67N; R148H; S220T,0.54258204,5.804054,26/08/2020,-7.44974E+17,0.63360444,1,4.6855574 +8725,S67N; S220T,0.64836943,6.8313737,26/08/2020,-7.44974E+17,0.712706499,2,3.4313338 +8726,S67N; T81A; S103P; R137H; L214H; A252P,0.002280301,0.8793073,26/08/2020,-7.44974E+17,0.000326424,1,762.69934 +8727,S67P,0.002693808,2.3944502,26/08/2020,-7.44974E+17,0.002136969,4,993.6069 +8728,S67Q,0.20284986,3.5483587,26/08/2020,-7.44974E+17,0.205068058,4,14.817346 +8729,S67R,0.32710034,2.500922,26/08/2020,-7.44974E+17,0.332205478,2,5.6894145 +8730,S67R; P138R; N178Y; H230Q; K236I,0.002288007,0.8215339,26/08/2020,-7.44974E+17,0.000268749,1,778.22687 +8731,S67R; S103P; R110H; V150G; T188S; S220T; H266R,0.002918398,1.2353432,26/08/2020,-7.44974E+17,0.000769266,1,762.9174 +8732,S67R; Y79H; P138Q,0.010997231,3.2995636,26/08/2020,-7.44974E+17,0.008050377,1,403.7004 +8733,S67T,0.16265123,6.468426,26/08/2020,-7.44974E+17,0.163406752,2,35.456768 +8734,S67V,0.10013048,3.3748348,26/08/2020,-7.44974E+17,0.097783836,3,33.2779 +8735,S69A,0.118025616,2.7108781,26/08/2020,-7.44974E+17,0.117567503,3,22.549747 +8736,S69C,0.041369982,3.9806535,26/08/2020,-7.44974E+17,0.040469656,2,106.4829 +8737,S69C; C75F,0.00302532,1.263606,26/08/2020,-7.44974E+17,0.000865091,1,790.3196 +8738,S69C; G120D; H183R,0.002969346,1.2147517,26/08/2020,-7.44974E+17,0.000759124,1,759.9265 +8739,S69C; N78K; V113A,0.017875433,3.8423405,26/08/2020,-7.44974E+17,0.015416169,1,271.3806 +8740,S69D,0.000999824,1.2425438,26/08/2020,-7.44974E+17,0.000601428,6,1433.3164 +8741,S69E,0.00160555,0.9533706,26/08/2020,-7.44974E+17,0.000504424,2,944.2093 +8742,S69F; C75R; S114P; S220T; H230Y,0.004508231,1.9059362,26/08/2020,-7.44974E+17,0.00225645,1,650.74005 +8743,S69F; D139E; S220T; V232A,0.002689503,1.1514767,26/08/2020,-7.44974E+17,0.000763201,1,779.87976 +8744,S69F; D147N; V150E; S220T; Q263H,0.002210048,0.7896773,26/08/2020,-7.44974E+17,0.000250099,1,767.55383 +8745,S69G,0.029283037,4.6224456,26/08/2020,-7.44974E+17,0.028871776,4,162.28052 +8746,S69H,0.002631482,1.5612049,26/08/2020,-7.44974E+17,0.001448621,2,802.49146 +8747,S69H; R274S,0.0036993,1.5197452,26/08/2020,-7.44974E+17,0.001169271,1,699.4175 +8748,S69I,0.001862981,1.3652108,26/08/2020,-7.44974E+17,0.000999954,3,932.6226 +8749,S69K,0.001725321,1.0643721,26/08/2020,-7.44974E+17,0.000592565,2,938.08405 +8750,S69L,0.004022114,1.7274116,26/08/2020,-7.44974E+17,0.001812302,1,701.54675 +8751,S69P,0.001882264,1.0777811,26/08/2020,-7.44974E+17,0.000678952,2,883.9833 +8752,S69P; D170E; S220T; A280T,0.002206339,0.7999348,26/08/2020,-7.44974E+17,0.000240148,1,799.22565 +8753,S69P; N238L,0.00362946,1.5838522,26/08/2020,-7.44974E+17,0.001420527,1,729.09314 +8754,S69P; Q107K; I128F; L198Q; S220T,0.003006848,1.2987211,26/08/2020,-7.44974E+17,0.000918559,1,794.44305 +8755,S69P; R90P; D147E; W216R,0.002510217,0.9149623,26/08/2020,-7.44974E+17,0.000388904,1,755.6137 +8756,S69P; S220T,0.002282164,0.85717106,26/08/2020,-7.44974E+17,0.000305489,1,773.8905 +8757,S69P; V141A; A174E; A197V; S205N; S220T,0.002379846,0.8616458,26/08/2020,-7.44974E+17,0.000355117,1,772.23035 +8758,S69Q,0.003456814,1.4319832,26/08/2020,-7.44974E+17,0.001149035,1,741.382 +8759,S69T,0.07596424,5.4438972,26/08/2020,-7.44974E+17,0.076263278,2,72.37086 +8760,S69T; D147V; S220T; S225T; M248K,0.002224211,0.84949017,26/08/2020,-7.44974E+17,0.000297398,1,775.321 +8761,S69T; D95Y,0.01704726,3.8685577,26/08/2020,-7.44974E+17,0.014346317,1,286.0762 +8762,S69T; F217L; G264C; L272P,0.002917792,1.222695,26/08/2020,-7.44974E+17,0.000792908,1,719.97644 +8763,S69T; L76I; H154Q; N289I,0.003355282,1.4715061,26/08/2020,-7.44974E+17,0.001273316,1,749.0825 +8764,S69T; P106Q; D152E; S226T,0.003675977,1.6279091,26/08/2020,-7.44974E+17,0.001567009,1,723.6302 +8765,S69T; R155C; S220T; L234H; G244C,0.002539184,1.0037426,26/08/2020,-7.44974E+17,0.000502095,1,773.57104 +8766,S69T; S220T; L234P,0.00200334,1.257715,26/08/2020,-7.44974E+17,0.000898174,2,881.095 +8767,S69T; S220T; Q299R,0.61382514,6.033102,26/08/2020,-7.44974E+17,0.724355009,1,3.497653 +8768,S69T; V130E; A156T,0.00214049,0.77957594,26/08/2020,-7.44974E+17,0.000234559,1,799.5174 +8769,S69T; V97D; S114T; S220T,0.26320776,5.385128,26/08/2020,-7.44974E+17,0.277305774,1,17.038235 +8770,S69V,0.002432568,1.466573,26/08/2020,-7.44974E+17,0.001319849,2,819.77026 +8771,S69W,0.001737319,1.2784472,26/08/2020,-7.44974E+17,0.000923012,3,957.2433 +8772,S69Y,0.001599486,1.2434118,26/08/2020,-7.44974E+17,0.000876534,3,1015.59595 +8773,S69Y; C75R; D95V; M184L; S201T; A202S; D211N,0.003460589,1.4437593,26/08/2020,-7.44974E+17,0.00116597,1,756.9954 +8774,S69Y; M129I,0.002772795,1.2048105,26/08/2020,-7.44974E+17,0.000724892,1,818.0972 +8775,S69Y; T81I; V97D; T188S; S220T; P224S; L234P; T245R,0.00255799,1.007008,26/08/2020,-7.44974E+17,0.000462707,1,779.5965 +8776,S69Y; V71I,0.003133028,1.3255941,26/08/2020,-7.44974E+17,0.000956438,1,750.33936 +8777,S6A,0.24835064,5.3514166,26/08/2020,-7.44974E+17,0.25976305,1,18.162601 +8778,S6C,0.4375238,1.1599568,26/08/2020,-7.44974E+17,0.494505689,8,1.5249559 +8779,S6C; A156N,0.34572613,0.992329,26/08/2020,-7.44974E+17,0.364499545,6,2.0107725 +8780,S6C; A156N; A159G,0.24342778,0.79863673,26/08/2020,-7.44974E+17,0.249121995,6,2.7883549 +8781,S6C; A156N; A159S,0.36379725,1.0188888,26/08/2020,-7.44974E+17,0.388384056,4,1.9295038 +8782,S6C; A156N; A159T,0.32895234,1.1585628,26/08/2020,-7.44974E+17,0.373489944,2,2.7849674 +8783,S6C; A156N; A296I,0.6321971,5.085688,26/08/2020,-7.44974E+17,0.645767363,8,2.907238 +8784,S6C; A156N; L189M,0.18538842,0.9030234,26/08/2020,-7.44974E+17,0.178510063,4,4.698274 +8785,S6C; A156N; N238Y,0.23075774,1.8200564,26/08/2020,-7.44974E+17,0.226703832,10,6.323967 +8786,S6C; A156N; T188G,0.23707475,0.91979545,26/08/2020,-7.44974E+17,0.228906675,6,3.2820122 +8787,S6C; A156N; T188S,0.34018514,0.96280307,26/08/2020,-7.44974E+17,0.357636788,4,2.064067 +8788,S6C; A156N; V175K,0.64403135,3.7189724,26/08/2020,-7.44974E+17,0.675448776,4,1.9640992 +8789,S6C; A156N; Y177W,0.4228491,0.843461,26/08/2020,-7.44974E+17,0.43990132,10,1.1725653 +8790,S6C; A65T; S69T; E153G; G200A; S220T; H255L,0.002972914,1.2488005,26/08/2020,-7.44974E+17,0.000823183,1,791.9194 +8791,S6C; A8T; A33S; W41C; T172K; S220T,0.003080283,1.3187195,26/08/2020,-7.44974E+17,0.000881794,1,760.87427 +8792,S6C; D118M; A156N,0.13756229,1.3579834,26/08/2020,-7.44974E+17,0.133217708,8,9.235292 +8793,S6C; E91V; A156N,0.2825493,0.86510617,26/08/2020,-7.44974E+17,0.302657684,4,2.5304642 +8794,S6C; P70H; E84V; V99A; D163E; N190S,0.003116389,1.3420024,26/08/2020,-7.44974E+17,0.001084553,1,756.39185 +8795,S6C; S117H; A156N,0.4189532,2.546514,26/08/2020,-7.44974E+17,0.432282282,10,3.5708494 +8796,S6C; S220T,0.6409285,5.5397444,26/08/2020,-7.44974E+17,0.69276617,2,2.8677514 +8797,S6C; T7I; A80V; D147V; M185T; S220T; H266R,0.004042025,1.7713239,26/08/2020,-7.44974E+17,0.001966694,1,698.03925 +8798,S6C; T7I; T44S; A156N,0.23727389,1.3305882,26/08/2020,-7.44974E+17,0.253627756,2,5.3453817 +8799,S6C; V26K; A156N,0.49706307,2.1990848,26/08/2020,-7.44974E+17,0.508953372,6,2.2276185 +8800,S6C; V26R; A156N,0.47052723,3.0322545,26/08/2020,-7.44974E+17,0.488228293,4,3.4274683 +8801,S6C; Y177H; P240L; M248T; Q299H,0.002930052,1.2396162,26/08/2020,-7.44974E+17,0.000778571,1,772.66705 +8802,S6D,0.24342671,5.337489,26/08/2020,-7.44974E+17,0.261046025,1,18.692947 +8803,S6E,0.116870746,4.802947,26/08/2020,-7.44974E+17,0.118478149,2,39.935684 +8804,S6F,0.28321245,5.4248815,26/08/2020,-7.44974E+17,0.303940785,1,15.356339 +8805,S6G,0.09131856,5.079899,26/08/2020,-7.44974E+17,0.090913052,1,61.12842 +8806,S6G; L20P; V26A,0.00247703,1.0211629,26/08/2020,-7.44974E+17,0.000553017,1,756.7148 +8807,S6G; R258L,0.23046698,5.280741,26/08/2020,-7.44974E+17,0.249812666,1,19.78501 +8808,S6G; S11T; M273L,0.011413028,3.3170226,26/08/2020,-7.44974E+17,0.00903389,1,383.28293 +8809,S6G; T9A; Y79F; P106Q; D147V; S220T; A231S; A260G; G284C,0.002624544,1.0388157,26/08/2020,-7.44974E+17,0.000514876,1,796.44464 +8810,S6G; V99A; L182Q; S220T; N238K,0.005073894,2.1238437,26/08/2020,-7.44974E+17,0.002635932,1,633.52594 +8811,S6H,0.15320313,2.813529,26/08/2020,-7.44974E+17,0.151430348,4,16.988314 +8812,S6I,0.2545696,2.4118752,26/08/2020,-7.44974E+17,0.259919785,5,7.509423 +8813,S6I; A174V; A210S; Q283R,0.003585269,1.5798671,26/08/2020,-7.44974E+17,0.001423435,1,738.8134 +8814,S6I; H230Q,0.09500037,5.0680113,26/08/2020,-7.44974E+17,0.093908961,1,57.78357 +8815,S6I; P12R; A260P,0.002072619,0.77614695,26/08/2020,-7.44974E+17,0.000214363,1,792.20593 +8816,S6I; Y123N; D211N; H285R,0.002233084,0.8213684,26/08/2020,-7.44974E+17,0.000264124,1,762.7497 +8817,S6L,0.08632508,4.9070735,26/08/2020,-7.44974E+17,0.088242781,1,61.898354 +8818,S6M,0.23432265,3.7706172,26/08/2020,-7.44974E+17,0.235198797,7,12.69962 +8819,S6N,0.17179704,2.0350437,26/08/2020,-7.44974E+17,0.174833303,4,10.863763 +8820,S6N; A197V; S220T,0.27675474,5.4051027,26/08/2020,-7.44974E+17,0.296898009,1,15.809411 +8821,S6N; A80P; L176F; E278V,0.015477872,3.7454822,26/08/2020,-7.44974E+17,0.013056301,1,310.72906 +8822,S6N; E91D; R96P; A112T; R148P; A197T; S220T; H230Y,0.003178401,1.3607538,26/08/2020,-7.44974E+17,0.00095114,1,745.63525 +8823,S6N; F86S; H183L; L234I,0.00279494,1.1447132,26/08/2020,-7.44974E+17,0.000705903,1,724.12244 +8824,S6N; G136V; L167P; L214P; S220T,0.003976223,1.7176099,26/08/2020,-7.44974E+17,0.001772445,1,706.70447 +8825,S6N; G146D; R148P; S220T; H230Y,0.016010063,3.7262323,26/08/2020,-7.44974E+17,0.013871069,1,295.6518 +8826,S6N; H183N; S220T; D233V,0.004549283,1.9236816,26/08/2020,-7.44974E+17,0.00229982,1,633.4291 +8827,S6N; I128T; Y177F; A218V; M248V; I256N; G264C,0.00303287,1.2570921,26/08/2020,-7.44974E+17,0.000789656,1,792.04614 +8828,S6N; I62V; C75R,0.003594517,1.5427257,26/08/2020,-7.44974E+17,0.001450398,1,708.33325 +8829,V40Q,0.001034336,0.7786057,26/08/2020,-7.44974E+17,0.000296611,3,1094.4191 +8830,S6N; L98P; D147G; L158H; D235E,0.004688665,1.9843285,26/08/2020,-7.44974E+17,0.002431486,1,643.3747 +8831,S6N; M185I; S220T,0.017893223,3.8209505,26/08/2020,-7.44974E+17,0.01540311,1,273.12582 +8832,S6N; M82L; R96H; V150E; A174E; T245A; Q299K,0.003189182,1.40637,26/08/2020,-7.44974E+17,0.00119104,1,739.88086 +8833,S6N; P133H; R148P; S220T; H230Y,0.4788879,5.757844,26/08/2020,-7.44974E+17,0.555071944,1,6.2170835 +8834,S6N; P138L; V141L,0.07775477,4.925794,26/08/2020,-7.44974E+17,0.077334337,1,71.612 +8835,S6N; Q283L,0.35537794,5.4232397,26/08/2020,-7.44974E+17,0.371611879,2,10.378372 +8836,S6N; R110C; F142Y; T188A,0.023475077,4.1431403,26/08/2020,-7.44974E+17,0.020642197,1,221.04431 +8837,S6N; S220T,0.70778036,7.202541,26/08/2020,-7.44974E+17,0.759987254,3,2.7559621 +8838,S6N; Y239N; A252S,0.003090907,1.3069125,26/08/2020,-7.44974E+17,0.000921779,1,767.4958 +8839,S6P,0.28127852,4.794909,26/08/2020,-7.44974E+17,0.283108611,9,12.458807 +8840,S6Q,0.14942205,5.188488,26/08/2020,-7.44974E+17,0.156696888,1,34.404186 +8841,S6R; D118V; P171S; G215C; E275V,0.005356373,2.1784353,26/08/2020,-7.44974E+17,0.00297369,1,629.2416 +8842,S6R; D64V; S220T; N249D; M273T,0.003768478,1.6327132,26/08/2020,-7.44974E+17,0.001454052,1,717.54315 +8843,S6R; L158H; L189I; H271Q,0.002973175,1.2403281,26/08/2020,-7.44974E+17,0.000869802,1,797.64386 +8844,S6R; R43G; L58H; T179N,0.005044346,2.0795934,26/08/2020,-7.44974E+17,0.002963087,1,628.5031 +8845,S6R; T179P; H255P,0.00383062,1.633656,26/08/2020,-7.44974E+17,0.001572289,1,707.37665 +8846,S6T,0.21057416,5.505832,26/08/2020,-7.44974E+17,0.216211864,3,21.685137 +8847,S6T; A89V; V130E,0.002521334,1.021803,26/08/2020,-7.44974E+17,0.000531444,1,778.34576 +8848,S6T; D64G; N77T; V150A,0.007545297,2.7037218,26/08/2020,-7.44974E+17,0.005147743,1,511.6917 +8849,S6T; P70T; S117P; M185T,0.002380987,0.986763,26/08/2020,-7.44974E+17,0.000470395,1,779.46735 +8850,S6T; T105R; P171T; S220T; L272P,0.002191548,1.4756087,26/08/2020,-7.44974E+17,0.001161931,2,911.0413 +8851,S6V,0.15899566,2.4625492,26/08/2020,-7.44974E+17,0.155285663,5,13.983139 +8852,S6W,0.19908096,5.2201114,26/08/2020,-7.44974E+17,0.213513814,1,24.066263 +8853,S6Y,0.18294975,3.5140104,26/08/2020,-7.44974E+17,0.184174191,4,16.663765 +8854,T105A,0.017959502,4.701051,26/08/2020,-7.44974E+17,0.016715013,2,289.1501 +8855,T105A; G146C; G264S; S301C,0.002383205,0.9536826,26/08/2020,-7.44974E+17,0.000403095,1,802.09784 +8856,T105A; L269S,0.004113058,1.6761875,26/08/2020,-7.44974E+17,0.001681059,1,694.2023 +8857,T105A; M129K,0.003766984,1.6360388,26/08/2020,-7.44974E+17,0.001530303,1,728.9343 +8858,T105A; S220T,0.20564355,2.206945,26/08/2020,-7.44974E+17,0.207017737,2,10.004528 +8859,T105A; Y144C; S160T; S220T; V293D,0.00242998,0.9921429,26/08/2020,-7.44974E+17,0.000461595,1,766.61804 +8860,T105C,0.030645842,4.4443717,26/08/2020,-7.44974E+17,0.028755821,1,176.2257 +8861,T105D,0.002295886,1.465117,26/08/2020,-7.44974E+17,0.00113208,2,901.41907 +8862,T105E,0.00244337,1.521199,26/08/2020,-7.44974E+17,0.001281532,2,838.22845 +8863,T105F,0.02117201,7.4045362,26/08/2020,-7.44974E+17,0.020956513,6,351.48322 +8864,T105G,0.012354448,3.4438393,26/08/2020,-7.44974E+17,0.010082568,1,365.2532 +8865,T105H,0.01184156,4.2992706,26/08/2020,-7.44974E+17,0.011396318,3,388.4242 +8866,T105I,0.03142218,4.473274,26/08/2020,-7.44974E+17,0.028459955,1,172.20714 +8867,T105I; G215D,0.020557858,4.0587463,26/08/2020,-7.44974E+17,0.018296503,1,246.54895 +8868,T105I; L167P; H183Y; S220T,0.002622072,1.109534,26/08/2020,-7.44974E+17,0.000665849,1,795.71106 +8869,T105I; S220T; H285P,0.002844863,1.1839701,26/08/2020,-7.44974E+17,0.000754226,1,778.1118 +8870,T105I; S220T; K298M,0.007534329,2.7093296,26/08/2020,-7.44974E+17,0.00503659,1,519.97766 +8871,T105I; S220T; M273K; D287E,0.002938044,1.1141657,26/08/2020,-7.44974E+17,0.00060712,1,757.9378 +8872,T105I; S220T; S292Y,0.003779887,1.607993,26/08/2020,-7.44974E+17,0.001553848,1,686.33124 +8873,T105K,0.003790973,1.6238649,26/08/2020,-7.44974E+17,0.001390038,1,732.17615 +8874,T105L,0.008666489,2.878471,26/08/2020,-7.44974E+17,0.007346328,2,393.77365 +8875,T105M,0.0448493,1.1107161,26/08/2020,-7.44974E+17,0.045373294,2,34.763847 +8876,T105N,0.003307464,1.3853712,26/08/2020,-7.44974E+17,0.00101859,1,710.7785 +8877,T105P,0.001585771,0.8721157,26/08/2020,-7.44974E+17,0.000534042,2,889.58386 +8878,T105P; F142Y; A180V; N251D; A252V,0.002897853,1.2329661,26/08/2020,-7.44974E+17,0.000846926,1,742.2209 +8879,T105Q,0.014506887,3.6083684,26/08/2020,-7.44974E+17,0.012350983,1,322.8125 +8880,T105Q; E108K,0.002483081,1.0129755,26/08/2020,-7.44974E+17,0.00051536,1,776.08813 +8881,T105R,0.011101795,3.3004434,26/08/2020,-7.44974E+17,0.008749032,1,393.9469 +8882,T105R; A169E,0.022280049,4.1221004,26/08/2020,-7.44974E+17,0.020218802,1,229.32384 +8883,T105R; S220T; S225P; L234I; K236Q; T245A; Q263R,0.003036627,1.2525977,26/08/2020,-7.44974E+17,0.000872986,1,778.32166 +8884,T105S,0.047459245,5.8020124,26/08/2020,-7.44974E+17,0.045263423,2,127.45157 +8885,T105S; A156T; N249K; V276G,0.003256649,1.3898277,26/08/2020,-7.44974E+17,0.001172388,1,733.40356 +8886,T105S; N238S,0.033646848,4.508788,26/08/2020,-7.44974E+17,0.030644824,1,161.33943 +8887,T105S; R148H; H183L; S220T,0.11142988,4.9919763,26/08/2020,-7.44974E+17,0.115867666,1,47.349457 +8888,T105S; W115C; S220T; M273T,0.003139991,1.3577046,26/08/2020,-7.44974E+17,0.000961172,1,759.3865 +8889,T105S; Y144N; S220T,0.003498257,1.5135282,26/08/2020,-7.44974E+17,0.0013355,1,741.566 +8890,T105V,0.027483871,5.3474293,26/08/2020,-7.44974E+17,0.026444983,2,209.34904 +8891,T105W,0.005016625,2.692897,26/08/2020,-7.44974E+17,0.003864582,2,653.93353 +8892,T105Y,0.042658664,7.115734,26/08/2020,-7.44974E+17,0.041885309,4,166.67134 +8893,T10A,0.27470526,5.2638955,26/08/2020,-7.44974E+17,0.303909408,1,15.472369 +8894,T10A; L134Q; A197T; A202T; S220T; L253P,0.00289126,1.245404,26/08/2020,-7.44974E+17,0.000849065,1,761.8847 +8895,T10A; L27H; A169T; R274S,0.002219788,0.8258587,26/08/2020,-7.44974E+17,0.000267545,1,833.5973 +8896,T10A; P45S; P106Q; S220T; P224T; T242I; P270L,0.003104095,1.3629334,26/08/2020,-7.44974E+17,0.001073056,1,754.6785 +8897,T10A; S220T; D233Y; A260P,0.002667296,1.0932105,26/08/2020,-7.44974E+17,0.000620126,1,790.8239 +8898,T10A; S61P,0.009951375,3.2340505,26/08/2020,-7.44974E+17,0.007276595,1,433.0185 +8899,T10A; S67C; A111T; S117F; P133H; F217S; E278K,0.004589691,1.9318607,26/08/2020,-7.44974E+17,0.002331782,1,654.4464 +8900,T10A; S69F; F166Y; L167P; L176F; H183R; S220T; A229E; A259V,0.002973504,1.2078727,26/08/2020,-7.44974E+17,0.000730181,1,753.35016 +8901,T10A; V30L; V199E; S220T; N289Y,0.001896789,1.126035,26/08/2020,-7.44974E+17,0.00082382,2,874.9978 +8902,T10A; W41R; P164Q; S220T,0.003503684,1.468831,26/08/2020,-7.44974E+17,0.001094655,1,720.69366 +8903,T10C,0.11668192,5.1066318,26/08/2020,-7.44974E+17,0.118304808,1,45.55554 +8904,T10D,0.17100066,5.3375597,26/08/2020,-7.44974E+17,0.172651319,1,29.559353 +8905,T10E,0.13163665,6.121929,26/08/2020,-7.44974E+17,0.13526553,2,43.385914 +8906,T10F,0.11738611,6.0540347,26/08/2020,-7.44974E+17,0.116775265,2,49.26869 +8907,T10G,0.2565295,5.934696,26/08/2020,-7.44974E+17,0.265071183,2,18.260063 +8908,T10H,0.15388681,5.070659,26/08/2020,-7.44974E+17,0.156221931,2,30.649906 +8909,T10I,0.082443185,6.082949,26/08/2020,-7.44974E+17,0.082068452,2,73.77346 +8910,T10I; A116E; P131S; P164Q; V199A; S220T; V221M,0.002459548,1.0106694,26/08/2020,-7.44974E+17,0.00052255,1,797.3889 +8911,T10I; A80T; S114T; V130A; P240L; G241D; A277T,0.003594898,1.5080518,26/08/2020,-7.44974E+17,0.001269444,1,705.2088 +8912,T10I; E84V; S160P; S220T,0.003660021,1.5688373,26/08/2020,-7.44974E+17,0.001367233,1,718.6242 +8913,T10I; L253P,0.005329002,2.0701573,26/08/2020,-7.44974E+17,0.002645855,1,611.76764 +8914,T10I; L27H; A127V; S220T,0.012811375,3.4849777,26/08/2020,-7.44974E+17,0.010191551,1,354.01624 +8915,T10I; P22L; S69Y; N178I; S201T; S220T; K298E,0.002671227,1.1030967,26/08/2020,-7.44974E+17,0.000638575,1,778.9216 +8916,T10I; S49C; V109A; S220T,0.14058116,5.113762,26/08/2020,-7.44974E+17,0.143368133,1,37.134396 +8917,T10I; T38S; Y79C; D152E; H154L; T188I; T207N; V281F,0.007348985,2.6699045,26/08/2020,-7.44974E+17,0.004799456,1,523.17145 +8918,T10I; V26A; G146C; H266Y,0.003353345,1.4718711,26/08/2020,-7.44974E+17,0.001229844,1,741.07855 +8919,T10K,0.18491277,4.6471133,26/08/2020,-7.44974E+17,0.188607828,4,21.491713 +8920,T10K; A231T,0.06313157,4.8785753,26/08/2020,-7.44974E+17,0.060442768,1,88.15187 +8921,T10L,0.27918336,6.0701003,26/08/2020,-7.44974E+17,0.285584594,3,16.239025 +8922,T10M,0.12789746,1.2938559,26/08/2020,-7.44974E+17,0.132874368,3,10.905119 +8923,T10N,0.14842807,3.3386984,26/08/2020,-7.44974E+17,0.147569297,3,20.977884 +8924,T10N; K34N; T72S; T172R; L246F,0.002152372,0.69906116,26/08/2020,-7.44974E+17,0.00015119,1,788.77026 +8925,T10N; M23T; N42K; L101Q; D147V; P270R,0.011816383,3.3911562,26/08/2020,-7.44974E+17,0.00896314,1,382.80612 +8926,T10N; R110C; H266L; N289K,0.002546556,0.9849684,26/08/2020,-7.44974E+17,0.000408735,1,803.8094 +8927,T10N; R137C; A174V; V175E; S220T,0.003656075,1.581143,26/08/2020,-7.44974E+17,0.001648274,1,721.9096 +8928,T10N; S220T; G244V; A260P,0.002684624,1.0663822,26/08/2020,-7.44974E+17,0.000549388,1,769.07214 +8929,T10N; S61T; S220T; Y294N,0.005472504,2.1783366,26/08/2020,-7.44974E+17,0.002961769,1,616.6582 +8930,T10N; T44S; S57T; T121S; A280V; H288R,0.01981232,3.981239,26/08/2020,-7.44974E+17,0.017033106,1,256.31653 +8931,T10N; V113I; L158H; L167F; Q194E; P300L,0.004638386,2.0027165,26/08/2020,-7.44974E+17,0.002568146,1,646.5615 +8932,T10P,0.14085904,3.697836,26/08/2020,-7.44974E+17,0.14061061,2,25.751041 +8933,T10Q,0.22747613,3.8506067,26/08/2020,-7.44974E+17,0.232019578,2,14.348571 +8934,T10R,0.14413884,5.026905,26/08/2020,-7.44974E+17,0.144555313,4,31.308277 +8935,T10S; G24E; L51Q; S61T; M129K; P164R; N190Y; A202V,0.005439792,2.2186882,26/08/2020,-7.44974E+17,0.003198778,1,604.9413 +8936,T10S; P138S,0.13793899,0.437667,26/08/2020,-7.44974E+17,0.10047109,10,3.1888921 +8937,T10S; Q54L; A56T; S67T; D95V; T157S; G241V,0.002151198,0.74755317,26/08/2020,-7.44974E+17,0.000237486,1,743.8614 +8938,T10S; R137C; H154Q; S220T,0.16935776,5.326518,26/08/2020,-7.44974E+17,0.169897971,1,30.50827 +8939,T10S; V15D,0.003801617,1.6367472,26/08/2020,-7.44974E+17,0.001445062,1,704.901 +8940,T10S; V40D; N78Y; N178Y; A180D,0.00242929,0.9631874,26/08/2020,-7.44974E+17,0.00045397,1,804.5145 +8941,T10S; W41R; M74T; V99A; A218V; S220T,0.002644938,1.0497953,26/08/2020,-7.44974E+17,0.00054759,1,767.7368 +8942,T10S; Y83C; L193H,0.005474465,2.2238452,26/08/2020,-7.44974E+17,0.00328176,1,613.3424 +8943,T10V,0.13482873,3.9328501,26/08/2020,-7.44974E+17,0.133424121,3,26.9406 +8944,T10W,0.100989126,3.4096844,26/08/2020,-7.44974E+17,0.102455147,4,32.57848 +8945,T10Y,0.12963204,6.245306,26/08/2020,-7.44974E+17,0.129603341,2,44.95955 +8946,T121A,0.28101447,0.95493364,26/08/2020,-7.44974E+17,0.321512558,4,2.72675 +8947,T121A; A149T; S220T; G241S; P300T,0.067106605,4.961547,26/08/2020,-7.44974E+17,0.063699533,1,83.116264 +8948,T121A; A180T; G200V; A277D,0.002493346,0.9934459,26/08/2020,-7.44974E+17,0.000472165,1,785.09235 +8949,T121A; A259V,0.05158012,4.726224,26/08/2020,-7.44974E+17,0.049106222,1,107.84121 +8950,T121A; L181V; S220T; L243R; D287V,0.003049858,1.3625712,26/08/2020,-7.44974E+17,0.000995996,1,786.257 +8951,T121A; M185I; G203R; S220T; A229V,0.004003339,1.7483044,26/08/2020,-7.44974E+17,0.001705804,1,697.1512 +8952,T121A; P131L; S220T; L246P,0.002670581,1.1349163,26/08/2020,-7.44974E+17,0.00069094,1,765.48 +8953,T121A; R148P; S220T; H230Y,0.75721174,16.168652,26/08/2020,-7.44974E+17,0.775181659,10,5.107785 +8954,T121A; S220T,0.6188799,4.170511,26/08/2020,-7.44974E+17,0.666722956,2,2.4234283 +8955,T121C,0.3144441,1.3166891,26/08/2020,-7.44974E+17,0.355002498,3,3.2057621 +8956,T121D,0.010268872,0.7047969,26/08/2020,-7.44974E+17,0.009519725,7,84.43192 +8957,T121E,0.002804617,2.688093,26/08/2020,-7.44974E+17,0.00238719,6,1028.146 +8958,T121F,0.18771619,0.4830071,26/08/2020,-7.44974E+17,0.213525399,10,2.3753126 +8959,T121G,0.1613628,1.0150515,26/08/2020,-7.44974E+17,0.175898492,6,5.9696245 +8960,T121H,0.027484048,0.9151698,26/08/2020,-7.44974E+17,0.02768499,11,35.710026 +8961,T121I,0.21363337,0.4919721,26/08/2020,-7.44974E+17,0.255886413,8,2.0884295 +8962,T121K,0.003821203,2.176115,26/08/2020,-7.44974E+17,0.002978707,3,674.24567 +8963,T121K; D163V; L181S; N249Y; Q283L,0.002362622,0.8313865,26/08/2020,-7.44974E+17,0.000294824,1,783.31525 +8964,T121L,0.28429744,0.502716,26/08/2020,-7.44974E+17,0.359399038,7,1.4259006 +8965,T121M,0.23419216,0.49708372,26/08/2020,-7.44974E+17,0.270535663,8,1.8489366 +8966,T121M; A228T; D287V,0.019900482,3.9736843,26/08/2020,-7.44974E+17,0.01773521,1,245.66524 +8967,T121M; D125T,0.10646509,5.075724,26/08/2020,-7.44974E+17,0.106286973,1,51.412483 +8968,T121M; D170Y; V175L; S220T,0.002788328,1.139865,26/08/2020,-7.44974E+17,0.000671253,1,784.5661 +8969,T121M; L167P; L193P; S220T,0.006312152,2.4127302,26/08/2020,-7.44974E+17,0.003973495,1,576.78784 +8970,T121M; S220T,0.61396796,5.784251,26/08/2020,-7.44974E+17,0.736267725,1,3.3485732 +8971,T121M; S220T; L272Q,0.23132698,5.302573,26/08/2020,-7.44974E+17,0.251263179,1,19.912611 +8972,V97M,0.024734545,4.283319,26/08/2020,-7.44974E+17,0.021834727,1,213.86224 +8973,T121M; T188S; S220T; G244C; A280D,0.003675176,1.6079552,26/08/2020,-7.44974E+17,0.001551842,1,715.70197 +8974,T121N,0.22231501,0.7878676,26/08/2020,-7.44974E+17,0.254544396,5,3.2231052 +8975,T121P,0.012200014,0.7275604,26/08/2020,-7.44974E+17,0.011933387,4,82.1574 +8976,T121P; N190S; S220T,0.004816056,2.022805,26/08/2020,-7.44974E+17,0.002517821,1,657.0113 +8977,T121Q,0.026168749,4.2560663,26/08/2020,-7.44974E+17,0.025837775,5,166.6886 +8978,T121R,0.017980196,0.9434366,26/08/2020,-7.44974E+17,0.017207247,7,60.120438 +8979,T121R; N178Y; S220T; M291I,0.003093219,1.3535619,26/08/2020,-7.44974E+17,0.000955766,1,761.09174 +8980,T121S,0.25120997,0.8520859,26/08/2020,-7.44974E+17,0.289530131,6,2.8359654 +8981,T121S; A174E; L234P,0.003184088,1.3934934,26/08/2020,-7.44974E+17,0.001109584,1,756.87726 +8982,T121S; D147E; S220T; M273I,0.00542541,2.172113,26/08/2020,-7.44974E+17,0.003254382,1,604.84607 +8983,T121S; F142I; A231T; H288Q,0.006603579,2.484078,26/08/2020,-7.44974E+17,0.004206721,1,539.0875 +8984,T121S; G191R; S220T; H266Y,0.003286794,1.4348924,26/08/2020,-7.44974E+17,0.001112791,1,749.4129 +8985,T121S; G215S; S220T; M273K; V281G,0.003339591,1.3483258,26/08/2020,-7.44974E+17,0.000895424,1,764.5296 +8986,T121S; L134P; Q194H; T245S,0.002942995,1.3220711,26/08/2020,-7.44974E+17,0.000923584,1,757.4656 +8987,T121S; M129K; D170E; V293L,0.003471922,1.5140496,26/08/2020,-7.44974E+17,0.001239387,1,745.064 +8988,T121S; P131L; H183Y; V199E,0.002997072,1.2742392,26/08/2020,-7.44974E+17,0.00087397,1,759.9988 +8989,T121V,0.20610878,0.47305435,26/08/2020,-7.44974E+17,0.252868975,5,2.1972141 +8990,T121W,0.13539468,0.7162207,26/08/2020,-7.44974E+17,0.143493356,6,5.4608207 +8991,T121Y,0.08374977,0.6454212,26/08/2020,-7.44974E+17,0.087763516,10,8.041827 +8992,T157A,0.03864301,4.54848,26/08/2020,-7.44974E+17,0.036246588,1,141.44426 +8993,T157A; A169V; H183L; S220T,0.05302688,4.8718886,26/08/2020,-7.44974E+17,0.049258578,1,106.393074 +8994,T157A; A174G; Q194R; S220T,0.003402534,1.4859365,26/08/2020,-7.44974E+17,0.001331977,1,735.2181 +8995,T157A; D211Y; A223E,0.013424617,3.4632688,26/08/2020,-7.44974E+17,0.011185737,1,340.193 +8996,T157A; P171H; S220T,0.092630826,5.059421,26/08/2020,-7.44974E+17,0.091711898,1,58.80453 +8997,T157A; R274L,0.073173076,0.45903602,26/08/2020,-7.44974E+17,0.064384396,10,6.9477334 +8998,T157C,0.16578242,3.4148085,26/08/2020,-7.44974E+17,0.165762693,4,18.413733 +8999,T157D,0.00547332,2.9046137,26/08/2020,-7.44974E+17,0.004206929,2,643.0564 +9000,T157E,0.0829853,5.002773,26/08/2020,-7.44974E+17,0.080891127,1,66.86146 +9001,T157F,0.003130787,1.8885677,26/08/2020,-7.44974E+17,0.002003784,2,790.42 +9002,T157G,0.003634044,1.5214559,26/08/2020,-7.44974E+17,0.001409266,1,714.11993 +9003,T157H,0.002927418,2.2993348,26/08/2020,-7.44974E+17,0.002130632,3,909.2287 +9004,T157I; D163A,0.02362246,4.1826935,26/08/2020,-7.44974E+17,0.021310347,1,216.99164 +9005,T157I; L161Q; A282P,0.003056156,1.3599569,26/08/2020,-7.44974E+17,0.001052096,1,751.845 +9006,T157I; S220T,0.5468027,5.799685,26/08/2020,-7.44974E+17,0.63923492,1,4.6870008 +9007,T157I; S220T; H230Y,0.6189864,5.9298444,26/08/2020,-7.44974E+17,0.743116489,1,3.288272 +9008,T157I; S220T; S225P; L253Q,0.003787988,1.6497118,26/08/2020,-7.44974E+17,0.001756555,1,707.0935 +9009,T157I; T242A,0.19104558,5.31523,26/08/2020,-7.44974E+17,0.198619479,1,25.941645 +9010,T157I; V175E; M248I,0.002577464,1.0144928,26/08/2020,-7.44974E+17,0.000491206,1,792.95575 +9011,T157K,0.002709929,1.6482003,26/08/2020,-7.44974E+17,0.001394182,2,832.4327 +9012,T157M,0.23376144,3.3487265,26/08/2020,-7.44974E+17,0.234179922,10,11.235809 +9013,T157N,0.003808533,2.276293,26/08/2020,-7.44974E+17,0.002595786,2,747.70447 +9014,T157N; S220T,0.008523456,2.8395371,26/08/2020,-7.44974E+17,0.006058156,1,458.12885 +9015,T157P,0.06964032,4.731055,26/08/2020,-7.44974E+17,0.072664824,1,75.16682 +9016,T157Q,0.009603757,3.7242951,26/08/2020,-7.44974E+17,0.008447917,2,446.41522 +9017,T157R,0.001549052,1.421081,26/08/2020,-7.44974E+17,0.001065944,5,1063.9667 +9018,T157S,0.108702585,6.2345595,26/08/2020,-7.44974E+17,0.109858731,2,55.2254 +9019,T157S; G162E; L227P,0.002900042,1.223261,26/08/2020,-7.44974E+17,0.000742258,1,770.6012 +9020,T157S; G200R; S220T,0.5447727,5.793701,26/08/2020,-7.44974E+17,0.639319111,1,4.717438 +9021,T157S; G200V,0.008764258,2.9498975,26/08/2020,-7.44974E+17,0.006010769,1,475.17502 +9022,T157S; P219S; S220T; L246H; M248K,0.001986787,1.0282499,26/08/2020,-7.44974E+17,0.000891692,2,803.3417 +9023,T157S; S220T,0.23344953,6.327965,26/08/2020,-7.44974E+17,0.239428195,3,21.667969 +9024,T157S; S220T; M248T,0.004793454,1.9521856,26/08/2020,-7.44974E+17,0.002447906,1,654.4412 +9025,T157V,0.2090775,3.478011,26/08/2020,-7.44974E+17,0.213318817,7,13.60883 +9026,T157W,0.00563781,2.9364793,26/08/2020,-7.44974E+17,0.004480072,2,623.3707 +9027,T157Y,0.003741196,3.8231409,26/08/2020,-7.44974E+17,0.003235872,5,1081.4028 +9028,T16A,0.016912675,2.3430715,26/08/2020,-7.44974E+17,0.015971843,3,159.64091 +9029,T16A; A60D; D211N; S220T; P240T; L253P; D287V,0.00270378,1.0822443,26/08/2020,-7.44974E+17,0.000596685,1,746.2668 +9030,T16A; A65V; L181S,0.003185017,1.332332,26/08/2020,-7.44974E+17,0.000939768,1,769.9869 +9031,T16A; E262G; A296V,0.009393861,3.0189605,26/08/2020,-7.44974E+17,0.007007967,1,436.82758 +9032,T16A; E91V; A202V; A210T; K236N; E295D; P302T,0.00231429,0.85635626,26/08/2020,-7.44974E+17,0.000303341,1,785.7871 +9033,T16A; F142I; A257T,0.003269407,1.4500176,26/08/2020,-7.44974E+17,0.001191429,1,798.88654 +9034,T16A; L20H; A259V,0.00272477,1.1017592,26/08/2020,-7.44974E+17,0.000659341,1,778.50323 +9035,T16A; L51Q; S220T,0.003129778,1.3389031,26/08/2020,-7.44974E+17,0.001042835,1,749.97595 +9036,T16A; L58P,0.001840403,0.56882757,26/08/2020,-7.44974E+17,8.38E-05,1,761.772 +9037,T16A; P45H; F86S; S114T; R148P; S220T; H230Y; Q283L,0.002994695,1.2961133,26/08/2020,-7.44974E+17,0.000890879,1,759.57574 +9038,T16A; R165H; S220T; N289I,0.002752766,1.0962844,26/08/2020,-7.44974E+17,0.000615318,1,783.29565 +9039,T16A; T121M; S220T; T242I; E268V; P302R,0.004514171,1.9131163,26/08/2020,-7.44974E+17,0.002239694,1,666.79175 +9040,T16A; T63S,0.006809214,2.6327698,26/08/2020,-7.44974E+17,0.004610515,1,541.8811 +9041,T16C,0.019070508,4.8618093,26/08/2020,-7.44974E+17,0.018043461,2,279.83142 +9042,T16C; G21E,0.003451458,1.4722394,26/08/2020,-7.44974E+17,0.00124627,1,732.61285 +9043,T16D,0.001352483,1.3858117,26/08/2020,-7.44974E+17,0.000934952,6,1173.4744 +9044,T16F,0.00260654,0.97277623,26/08/2020,-7.44974E+17,0.000376219,1,771.325 +9045,T16G,0.00389421,2.2766888,26/08/2020,-7.44974E+17,0.002692068,2,750.0846 +9046,T16K; E153D; S220T; M248L,0.001990579,1.233718,26/08/2020,-7.44974E+17,0.000823666,2,922.62366 +9047,T16K; L161P; A202G; S220T; L246T,0.002880448,1.2779216,26/08/2020,-7.44974E+17,0.000935871,1,802.3386 +9048,T16K; Q54H; L98Q; A111G; P132Q; M185T,0.002778967,1.1611841,26/08/2020,-7.44974E+17,0.000678615,1,771.826 +9049,T16K; S220T,0.002959223,1.2682498,26/08/2020,-7.44974E+17,0.000905212,1,769.26904 +9050,T16K; S220T; S225T,0.001827318,1.1446596,26/08/2020,-7.44974E+17,0.000712474,2,911.6262 +9051,T16L,0.001854547,1.1580619,26/08/2020,-7.44974E+17,0.00072658,2,908.901 +9052,T16M; A174E; S220T; H230Y; K298E,0.002478044,1.0385331,26/08/2020,-7.44974E+17,0.00050071,1,790.4561 +9053,T16M; G87D; Q107H; S220T; A231T; L243M; L246P; Y294C,0.002756533,1.0887033,26/08/2020,-7.44974E+17,0.000606304,1,759.18726 +9054,T16M; L25P; S69P; S220T,0.003185015,1.4027506,26/08/2020,-7.44974E+17,0.001107732,1,804.4494 +9055,T16M; P70H; T121A; V232D; D233N; D287G,0.001794359,0.6809279,26/08/2020,-7.44974E+17,0.0001666,1,808.8987 +9056,T16M; R96C; G120S; R148P; S220T; H230Y,0.005040899,2.1189075,26/08/2020,-7.44974E+17,0.00280719,1,640.6547 +9057,T16M; S114L; R148P; A149T; S220T; L227M; H230Y; D233E,0.003239004,1.4170842,26/08/2020,-7.44974E+17,0.001229693,1,743.8613 +9058,T16M; S220T,0.002469996,0.9936025,26/08/2020,-7.44974E+17,0.000441528,1,754.95856 +9059,T16M; S220T; A277V,0.002801647,1.1628604,26/08/2020,-7.44974E+17,0.000716812,1,755.22797 +9060,T16M; S220T; L269S,0.003043139,1.3100343,26/08/2020,-7.44974E+17,0.000927867,1,765.51263 +9061,T16M; S220T; Q283L,0.002749957,1.1360488,26/08/2020,-7.44974E+17,0.000640981,1,786.29926 +9062,T16M; V26D; T105A; V150G; Q194H; L227Q; L246F,0.002155536,0.7463909,26/08/2020,-7.44974E+17,0.000186351,1,773.26294 +9063,T16M; V26D; T72N; S220T; N251K; L253P,0.003133253,1.2926136,26/08/2020,-7.44974E+17,0.000846301,1,733.7768 +9064,T16M; V30M; A60T; S220T,0.001793559,1.0497534,26/08/2020,-7.44974E+17,0.000664164,2,896.5292 +9065,T16N,0.006342591,2.4054682,26/08/2020,-7.44974E+17,0.003994042,1,566.6791 +9066,T16P,0.003386786,2.032387,26/08/2020,-7.44974E+17,0.00216634,2,767.3414 +9067,T16P; S117T; P138Q,0.00346844,1.5311946,26/08/2020,-7.44974E+17,0.001394855,1,755.9248 +9068,T16Q,0.001747949,1.4041889,26/08/2020,-7.44974E+17,0.000925322,3,1040.0045 +9069,T16R; E29D; Y123H; V141E; M291I,0.00293922,1.2170463,26/08/2020,-7.44974E+17,0.000723192,1,746.11676 +9070,T16R; L32H; L161Q; S220T; K236E; R247G; N249T; P300L,0.00424187,1.7756449,26/08/2020,-7.44974E+17,0.001832121,1,694.29224 +9071,T16R; L98M; S117A; D170E; T179I; S220T; D233V; A259V,0.002692479,1.1386012,26/08/2020,-7.44974E+17,0.000704138,1,803.0414 +9072,T16S,0.13242428,7.0157332,26/08/2020,-7.44974E+17,0.132749965,3,48.123775 +9073,T16S; A159T; S220T,0.46503955,5.5037637,26/08/2020,-7.44974E+17,0.530897537,1,6.593921 +9074,T16S; I62N; G146A; S220T,0.003551999,1.5102229,26/08/2020,-7.44974E+17,0.001218705,1,745.23553 +9075,T16S; L32F; R43H; S220T; A260T,0.003064143,1.2918873,26/08/2020,-7.44974E+17,0.000791092,1,751.54834 +9076,T16S; N42K; L58P; M82V; D163N; W216R; S220T; F297I,0.004741913,1.936508,26/08/2020,-7.44974E+17,0.00231119,1,660.3511 +9077,T16S; S114P; Q194L; A202V,0.006121287,2.3852737,26/08/2020,-7.44974E+17,0.003724006,1,557.65906 +9078,T16S; S220T; F297Y,0.052466627,4.609307,26/08/2020,-7.44974E+17,0.052989809,1,101.9699 +9079,T16S; V71L; Y239H,0.004591232,1.9473461,26/08/2020,-7.44974E+17,0.002360885,1,683.5754 +9080,T16S; Y79F; Y186F,0.002628801,1.1807495,26/08/2020,-7.44974E+17,0.000744736,1,785.05035 +9081,T16V,0.002609462,1.9451272,26/08/2020,-7.44974E+17,0.00181133,3,898.0835 +9082,T16W,0.002037891,1.0023754,26/08/2020,-7.44974E+17,0.00083658,2,761.89905 +9083,T16Y,0.001629033,0.94463956,26/08/2020,-7.44974E+17,0.000483493,2,898.80396 +9084,T172A; N190K; S220T,0.003158498,1.3898563,26/08/2020,-7.44974E+17,0.001089249,1,786.4143 +9085,T172I; A197T; S220T,0.029207718,4.4396987,26/08/2020,-7.44974E+17,0.026273822,1,185.18636 +9086,T172I; A206T; S220T,0.42379665,5.421081,26/08/2020,-7.44974E+17,0.488719834,1,7.762231 +9087,T172I; D233V,0.010477294,3.166874,26/08/2020,-7.44974E+17,0.00845676,1,404.07593 +9088,T172K,0.02828445,3.3746698,26/08/2020,-7.44974E+17,0.028576658,2,136.99576 +9089,T172P,0.051363096,4.804678,26/08/2020,-7.44974E+17,0.049327739,1,107.95447 +9090,T172Q,0.025126027,5.3461676,26/08/2020,-7.44974E+17,0.024091392,2,230.14072 +9091,T172R; L173Q,0.008870442,2.9363601,26/08/2020,-7.44974E+17,0.0063387,1,451.1966 +9092,T172S; L189I; G284S,0.007803441,2.7593906,26/08/2020,-7.44974E+17,0.005379104,1,487.2914 +9093,T172S; L198Q; P300S,0.007911467,2.8164546,26/08/2020,-7.44974E+17,0.005604567,1,475.02774 +9094,T172S; M185L,0.050586686,4.7830677,26/08/2020,-7.44974E+17,0.047761165,1,112.08604 +9095,T172S; S220T,0.47323596,5.588621,26/08/2020,-7.44974E+17,0.550388787,1,6.370877 +9096,T172S; S220T; H266R,0.016431725,3.8501675,26/08/2020,-7.44974E+17,0.013200988,1,302.64536 +9097,T172S; Y294C,0.005745798,2.2592216,26/08/2020,-7.44974E+17,0.003417131,1,591.7129 +9098,T172V,0.22151531,5.364764,26/08/2020,-7.44974E+17,0.228455507,1,21.690992 +9099,T172W,0.06278048,4.9218206,26/08/2020,-7.44974E+17,0.059369848,1,90.37274 +9100,T172Y,0.037648834,4.7200537,26/08/2020,-7.44974E+17,0.036199283,2,134.3996 +9101,T172Y; A180T,0.001687188,1.0128882,26/08/2020,-7.44974E+17,0.000551522,2,934.1352 +9102,T179A,0.08342757,6.9972873,26/08/2020,-7.44974E+17,0.083316643,4,79.85834 +9103,T179A; S220T,0.6073855,5.6693234,26/08/2020,-7.44974E+17,0.742579716,1,3.3966477 +9104,T179A; S220T; A223S,0.5793327,5.740201,26/08/2020,-7.44974E+17,0.682533047,1,3.9024315 +9105,T179C,0.19037572,6.16743,26/08/2020,-7.44974E+17,0.196821131,2,27.994135 +9106,T179C; M185I,0.033828735,4.51842,26/08/2020,-7.44974E+17,0.031305604,1,161.94125 +9107,T179E,0.006009417,2.400814,26/08/2020,-7.44974E+17,0.003934685,1,573.2524 +9108,T179F,0.002247954,1.5536033,26/08/2020,-7.44974E+17,0.001470864,3,875.20557 +9109,T179G,0.055125408,5.1053643,26/08/2020,-7.44974E+17,0.055020758,2,97.20186 +9110,T179H,0.006146367,2.4139261,26/08/2020,-7.44974E+17,0.003837612,1,557.58307 +9111,T179I,0.0798748,1.3325347,26/08/2020,-7.44974E+17,0.078855187,5,17.721352 +9112,T179I; H183R; S220T,0.002704845,1.1538138,26/08/2020,-7.44974E+17,0.000686385,1,802.4983 +9113,T179I; S220I,0.13471052,5.2384887,26/08/2020,-7.44974E+17,0.134643808,1,39.128185 +9114,T179I; S220T,0.46626925,5.589181,26/08/2020,-7.44974E+17,0.535525677,1,6.596128 +9115,T179L,0.03988896,4.556954,26/08/2020,-7.44974E+17,0.03830777,1,138.05473 +9116,T179M,0.017834425,3.9239647,26/08/2020,-7.44974E+17,0.015538315,1,279.6711 +9117,T179S; E208G; S220T,0.25091383,5.2342563,26/08/2020,-7.44974E+17,0.27722811,1,17.779367 +9118,T179S; H255L,0.007512229,2.6699905,26/08/2020,-7.44974E+17,0.005014057,1,497.09082 +9119,T179S; H255Q,0.034707803,4.4989395,26/08/2020,-7.44974E+17,0.032557657,1,154.95775 +9120,T179S; L181F; A187E; S205C; K236R,0.004681369,1.9981555,26/08/2020,-7.44974E+17,0.002458648,1,659.66925 +9121,T179W,0.001759628,1.0622104,26/08/2020,-7.44974E+17,0.000626075,2,914.5695 +9122,T179Y,0.00200337,1.2197262,26/08/2020,-7.44974E+17,0.000853142,2,894.90735 +9123,T188A,0.09745813,6.255289,26/08/2020,-7.44974E+17,0.098576059,2,62.75496 +9124,T188A; S220T,0.41502956,5.5677443,26/08/2020,-7.44974E+17,0.470622798,1,8.279497 +9125,T188C,0.19413567,5.372702,26/08/2020,-7.44974E+17,0.198539997,1,25.514389 +9126,T188D,0.06957492,4.830156,26/08/2020,-7.44974E+17,0.069217714,1,78.81956 +9127,T188E,0.09618624,5.0100675,26/08/2020,-7.44974E+17,0.095243633,1,56.55896 +9128,T188F,0.22219016,3.8868563,26/08/2020,-7.44974E+17,0.230057952,2,14.964651 +9129,T188G,0.16324233,0.3602743,26/08/2020,-7.44974E+17,0.172826477,7,2.23906 +9130,T188G; A218I; A228V,0.17635193,2.6307878,26/08/2020,-7.44974E+17,0.175659421,40,12.397955 +9131,T188G; A218L,0.481457,2.5480015,26/08/2020,-7.44974E+17,0.485835372,16,2.74696 +9132,T188G; A218L; A228V,0.37069237,2.9880893,26/08/2020,-7.44974E+17,0.3651188,21,5.1144 +9133,T188G; A218L; A296I,0.8143049,20.95061,26/08/2020,-7.44974E+17,0.825630223,18,4.7292027 +9134,T188G; A218L; N289S,0.53496164,4.014378,26/08/2020,-7.44974E+17,0.540660125,24,3.4829688 +9135,T188G; A218L; T242A,0.33137435,2.1108706,26/08/2020,-7.44974E+17,0.326353858,20,4.319399 +9136,T188G; A218L; V250A,0.19222823,3.499216,26/08/2020,-7.44974E+17,0.190589694,6,15.311667 +9137,T188G; A218M,0.57060003,4.6164193,26/08/2020,-7.44974E+17,0.58144274,19,3.458154 +9138,T188G; A218M; A228V,0.3683991,3.1879618,26/08/2020,-7.44974E+17,0.371550672,14,5.5195966 +9139,T188G; A218M; A296I,0.72715974,15.761711,26/08/2020,-7.44974E+17,0.740402079,16,5.866324 +9140,T188G; L189M; A218I,0.15255666,3.4454818,26/08/2020,-7.44974E+17,0.151386546,17,19.472466 +9141,T188G; L189M; A218L,0.3807945,2.5820885,26/08/2020,-7.44974E+17,0.37832327,25,4.2313166 +9142,T188G; L189M; A218M,0.37457246,2.387401,26/08/2020,-7.44974E+17,0.375650692,27,4.0141783 +9143,T188G; W216R; A218L,0.15956509,5.18881,26/08/2020,-7.44974E+17,0.157439354,13,27.776215 +9144,T188H,0.27194712,5.2282915,26/08/2020,-7.44974E+17,0.299676083,1,15.754753 +9145,T188I,0.13333325,4.5406656,26/08/2020,-7.44974E+17,0.133243794,3,31.607132 +9146,T188I; R279H,0.015807327,3.7163813,26/08/2020,-7.44974E+17,0.01371855,1,294.65652 +9147,T188K,0.07677364,5.013346,26/08/2020,-7.44974E+17,0.073871783,1,73.34749 +9148,T188L,0.15396112,4.107753,26/08/2020,-7.44974E+17,0.155130984,4,23.945585 +9149,T188M,0.28515828,3.8113923,26/08/2020,-7.44974E+17,0.28747336,3,10.145432 +9150,T188N,0.24932426,4.7096157,26/08/2020,-7.44974E+17,0.252041822,3,14.918195 +9151,T188P,0.001749087,1.5423226,26/08/2020,-7.44974E+17,0.001255091,5,1012.7839 +9152,T188P; F217Y; S220T,0.00274307,1.0677162,26/08/2020,-7.44974E+17,0.000571016,1,763.82544 +9153,T188R,0.02933823,5.032403,26/08/2020,-7.44974E+17,0.028425235,2,183.94916 +9154,T188S,0.34603292,2.5063767,26/08/2020,-7.44974E+17,0.339969389,10,4.8347845 +9155,T188S; S220T; H266L,0.2376502,5.28527,26/08/2020,-7.44974E+17,0.254886774,1,19.217464 +9156,T188S; S220T; H266R; E278G,0.003780981,1.6300298,26/08/2020,-7.44974E+17,0.001492606,1,715.5908 +9157,T188S; V265A,0.003687503,1.5902058,26/08/2020,-7.44974E+17,0.001503437,1,725.3672 +9158,T188S; W216R; A218L,0.38386697,6.719509,26/08/2020,-7.44974E+17,0.3932852,5,10.948419 +9159,T188V,0.18502006,4.9591713,26/08/2020,-7.44974E+17,0.179608204,2,23.918682 +9160,T188W,0.21726876,3.6667857,26/08/2020,-7.44974E+17,0.221618071,3,14.24514 +9161,T196A,0.17135288,0.907516,26/08/2020,-7.44974E+17,0.156119106,5,5.139636 +9162,T196A; G203S; S220T; R258S,0.027624303,5.3199887,26/08/2020,-7.44974E+17,0.025233083,2,209.26938 +9163,T196A; M273L,0.003561759,1.4858091,26/08/2020,-7.44974E+17,0.001293251,1,739.40375 +9164,T196A; P219L,0.02794465,4.363733,26/08/2020,-7.44974E+17,0.025493679,1,189.95695 +9165,T196A; S220T; M291R,0.003209022,1.3517482,26/08/2020,-7.44974E+17,0.001030668,1,733.8553 +9166,T196D,0.005219351,0.8817307,26/08/2020,-7.44974E+17,0.004663263,4,217.93805 +9167,T196E,0.004722798,0.89563155,26/08/2020,-7.44974E+17,0.004026071,3,269.36673 +9168,T196F,0.03727362,5.369634,26/08/2020,-7.44974E+17,0.036210807,2,154.50876 +9169,T196G,0.018565029,4.8832,26/08/2020,-7.44974E+17,0.017399752,2,287.03928 +9170,T196H,0.024476588,5.102707,26/08/2020,-7.44974E+17,0.022887901,2,228.56982 +9171,T196K,0.003087182,2.0625205,26/08/2020,-7.44974E+17,0.002302168,3,797.1908 +9172,T196L,0.044935882,4.77868,26/08/2020,-7.44974E+17,0.042516244,1,125.167305 +9173,T196M,0.07629524,4.259484,26/08/2020,-7.44974E+17,0.074761288,2,57.997166 +9174,T196M; A277I,0.002573134,1.0721794,26/08/2020,-7.44974E+17,0.00057761,1,782.9577 +9175,T196M; Y239N; H288Y,0.003767024,1.6171148,26/08/2020,-7.44974E+17,0.001536666,1,708.01465 +9176,T196N,0.11941211,4.9634533,26/08/2020,-7.44974E+17,0.121440006,1,43.36916 +9177,T196P,0.003439164,1.3991401,26/08/2020,-7.44974E+17,0.001095693,1,775.07904 +9178,T196P; G200R,0.002090867,0.62358195,26/08/2020,-7.44974E+17,0.000104691,1,769.28644 +9179,T196Q,0.05479209,7.808954,26/08/2020,-7.44974E+17,0.054316342,4,139.46947 +9180,T196R,0.018218594,4.677248,26/08/2020,-7.44974E+17,0.016731774,2,284.59018 +9181,T196R; H255R; N289K,0.00226678,0.8768768,26/08/2020,-7.44974E+17,0.000340401,1,764.506 +9182,T196S,0.28392646,1.1129999,26/08/2020,-7.44974E+17,0.261686467,4,3.1488101 +9183,T196W,0.02155724,4.1137843,26/08/2020,-7.44974E+17,0.018948661,1,238.00566 +9184,T196Y,0.007748844,2.7935805,26/08/2020,-7.44974E+17,0.005510488,1,500.7504 +9185,T207A; I212M; S220T; N238D; A252V; I256V,0.00459262,1.9569156,26/08/2020,-7.44974E+17,0.002290175,1,671.687 +9186,T207C,0.075819656,4.9891686,26/08/2020,-7.44974E+17,0.075267081,1,72.37029 +9187,T207D,0.035461333,5.606192,26/08/2020,-7.44974E+17,0.034655984,2,168.72635 +9188,T207E,0.08724842,4.7496834,26/08/2020,-7.44974E+17,0.086562037,2,54.94681 +9189,T207F,0.04681268,5.456874,26/08/2020,-7.44974E+17,0.045763721,2,122.758835 +9190,T207G,0.056177832,5.940869,26/08/2020,-7.44974E+17,0.053385203,2,109.64819 +9191,T207I,0.05273924,6.593676,26/08/2020,-7.44974E+17,0.051879432,4,123.489426 +9192,T207K,0.07281524,4.939967,26/08/2020,-7.44974E+17,0.071406667,1,75.59027 +9193,T207N; K236N; A277V; K298T,0.002732622,1.134988,26/08/2020,-7.44974E+17,0.000670046,1,775.3407 +9194,T207P,0.08218085,4.9671264,26/08/2020,-7.44974E+17,0.082198652,4,58.267178 +9195,T207S,0.06876355,4.8132935,26/08/2020,-7.44974E+17,0.067475017,1,78.99533 +9196,T207S; S220T,0.611278,4.0511107,26/08/2020,-7.44974E+17,0.65803003,2,2.4567835 +9197,T207S; S220T; H266R,0.01080867,3.2873795,26/08/2020,-7.44974E+17,0.008685785,1,402.71747 +9198,T207S; S220T; N289S; E295G,0.005082956,2.734203,26/08/2020,-7.44974E+17,0.003778611,2,661.9941 +9199,T207S; S226P; P240S; H288R,0.006970604,2.5989716,26/08/2020,-7.44974E+17,0.004812947,1,531.8136 +9200,T207S; T242N; H288N,0.31990936,5.471759,26/08/2020,-7.44974E+17,0.346170728,1,12.758776 +9201,T207W,0.0364623,5.615286,26/08/2020,-7.44974E+17,0.034581784,2,164.6142 +9202,T207Y,0.046864323,5.785457,26/08/2020,-7.44974E+17,0.046354473,2,128.33856 +9203,T242A,0.31700888,8.607009,26/08/2020,-7.44974E+17,0.322723067,6,18.765614 +9204,T242A; H285R,0.01593365,3.8052547,26/08/2020,-7.44974E+17,0.012814467,1,308.02725 +9205,T242A; N289S,0.43685302,5.5933766,26/08/2020,-7.44974E+17,0.440504971,18,7.2295413 +9206,T242C,0.282593,5.314976,26/08/2020,-7.44974E+17,0.311272545,1,15.010481 +9207,T242D,0.30673596,5.1650915,26/08/2020,-7.44974E+17,0.312555457,3,12.072556 +9208,T242E,0.41883308,5.5650587,26/08/2020,-7.44974E+17,0.477719851,1,8.057094 +9209,T242F,0.10139468,3.989306,26/08/2020,-7.44974E+17,0.101055642,4,37.68992 +9210,T242G,0.27844888,6.329689,26/08/2020,-7.44974E+17,0.281076655,4,16.79686 +9211,T242H,0.35272595,6.1661053,26/08/2020,-7.44974E+17,0.363069323,2,11.84306 +9212,T242I,0.125683,5.1930046,26/08/2020,-7.44974E+17,0.125525119,1,42.33707 +9213,T242I; M248K; E254K,0.002624427,1.0367075,26/08/2020,-7.44974E+17,0.000531354,1,737.3679 +9214,T242K,0.1173066,5.1670866,26/08/2020,-7.44974E+17,0.117468458,1,45.912086 +9215,T242L,0.07104206,5.7465806,26/08/2020,-7.44974E+17,0.069030303,2,82.92949 +9216,T242N,0.33525693,5.3814626,26/08/2020,-7.44974E+17,0.367431581,1,11.620872 +9217,T242P,0.039008774,4.759154,26/08/2020,-7.44974E+17,0.03839274,2,131.23232 +9218,T242Q,0.23884396,5.2850304,26/08/2020,-7.44974E+17,0.255488559,1,19.134731 +9219,T242R,0.19204706,4.897729,26/08/2020,-7.44974E+17,0.191877626,2,22.420336 +9220,T242S,0.15405546,4.73861,26/08/2020,-7.44974E+17,0.155862549,2,28.743244 +9221,T242V,0.2689487,5.9264083,26/08/2020,-7.44974E+17,0.279935974,2,17.12686 +9222,T242W,0.087440975,4.9895854,26/08/2020,-7.44974E+17,0.087143004,1,62.85854 +9223,T242Y,0.12557073,3.631486,26/08/2020,-7.44974E+17,0.124478156,3,27.607758 +9224,T245A,0.008939654,4.470424,26/08/2020,-7.44974E+17,0.008240897,4,528.23364 +9225,T245C,0.009303499,4.1286807,26/08/2020,-7.44974E+17,0.008256036,3,481.96387 +9226,T245E,0.007548073,3.3970048,26/08/2020,-7.44974E+17,0.006582603,2,516.6795 +9227,T245F,0.001835868,1.8913554,26/08/2020,-7.44974E+17,0.001358225,5,1162.1962 +9228,T245G,0.006393088,3.0529132,26/08/2020,-7.44974E+17,0.005124282,2,568.5431 +9229,T245H,0.010576425,3.9903343,26/08/2020,-7.44974E+17,0.009583983,2,424.63434 +9230,T245I,0.004762124,1.9825068,26/08/2020,-7.44974E+17,0.002322014,1,640.0441 +9231,T245K,0.03445882,5.209945,26/08/2020,-7.44974E+17,0.03309948,2,161.12956 +9232,T245L,0.006014045,2.3403313,26/08/2020,-7.44974E+17,0.003727341,1,584.9822 +9233,T245M,0.007137311,2.516321,26/08/2020,-7.44974E+17,0.005748886,2,434.52747 +9234,T245N,0.025594464,4.291889,26/08/2020,-7.44974E+17,0.02304118,1,206.19424 +9235,T245P,0.002270057,1.741529,26/08/2020,-7.44974E+17,0.00168388,4,893.7345 +9236,T245Q,0.011353176,2.8314602,26/08/2020,-7.44974E+17,0.009850628,2,298.54846 +9237,T245S,0.15193331,1.3612325,26/08/2020,-7.44974E+17,0.149831214,7,8.319832 +9238,T245S; H266L,0.004818834,2.0311577,26/08/2020,-7.44974E+17,0.002716098,1,647.3782 +9239,T245V,0.010356939,3.18715,26/08/2020,-7.44974E+17,0.007833314,1,414.29153 +9240,T245W,0.003149767,1.3863412,26/08/2020,-7.44974E+17,0.001150709,1,741.2144 +9241,T245Y,0.004087735,3.000212,26/08/2020,-7.44974E+17,0.003311427,3,820.5376 +9242,T2A,0.10352043,5.4609537,26/08/2020,-7.44974E+17,0.105610589,3,50.282284 +9243,T2C,0.20617425,5.159235,26/08/2020,-7.44974E+17,0.217790852,1,22.81379 +9244,T2D,0.11638199,5.2349825,26/08/2020,-7.44974E+17,0.118478182,3,42.297375 +9245,T2E,0.15748008,5.2639837,26/08/2020,-7.44974E+17,0.15841113,1,32.879993 +9246,T2F,0.15850101,5.274316,26/08/2020,-7.44974E+17,0.162028291,1,32.41929 +9247,T2G,0.043703154,4.538616,26/08/2020,-7.44974E+17,0.040890763,1,124.90554 +9248,T2H,0.15985781,6.0573745,26/08/2020,-7.44974E+17,0.162350326,2,34.100067 +9249,T2K,0.12507533,3.4420185,26/08/2020,-7.44974E+17,0.125389687,5,25.439135 +9250,T2L,0.29507396,6.594174,26/08/2020,-7.44974E+17,0.305489914,2,16.513517 +9251,T2N,0.13914149,4.182401,26/08/2020,-7.44974E+17,0.14195616,2,28.64516 +9252,T2N; N3H; H4A; A5S; S6T; T7A; A8T; T10S; S11P; P12A; A13P; P14V; V15T; T16V; V18G; G19L; L20G; G21P; P22M; M23G; G24L; L25V; V26L; L27A; A28E; E29V; V30L; L32A; A33K; K34G; G35H; H36P; P37T; T39V; V40W; W41N; N42R; R43T; T44P; P45E; E46R; R47A; A48S; S49G; G50L; L51V; V52A; A53Q; Q54G; G55A; A56S; S57L; L58A; A60S; S61I; I62T; T63D; D64A; A65V; V66S; S67A; A68S; S69P; P70V; V71T; T72I; I73M; M74C; C75L; L76N; N78Y; Y79A; A80T; T81M; M82Y; Y83E; E84V; V85F; F86G; G87P; P88A; A89R; R90E; E91A; A92L; L93R; R94D; D95R; R96V; V97L; L98V; V99N; N100L; L101N; N102S; S103G; G104T; T105P; P106Q; Q107E; E108V; V109R; R110A; A112V; V113S; S114W; W115A; A116S; S117D; D118L; L119G; G120T; T121R; R122Y; Y123L; L124D; D125G; G126A; A127I; I128M; M129V; V130P; P133L; L134V; V135G; G136R; R137P; P138D; D139A; A140V; V141F; F142L; L143Y; Y144S; S145G; G146D; D147R; R148A; A149V; V150L; L151D; D152E; E153H; H154R; R155A; A156T; T157L; L158A; A159S; S160L; L161G; G162D; D163P; P164R; R165F; F166L; L167G; G168A; A169D; D170P; P171T; T172L; L173A; A174V; V175L; L176Y; Y177N; N178T; T179A; A180L; L182H; H183M; M185Y; Y186A; A187T; T188L; L189N; N190G; G191Y; Y192L; L193Q; Q194A; A195T; T196A; A197L; L198V; V199G; G200S; S201A; A202G; G203V; V204S; S205A; A206T; T207E; E208F; F209A; A210D; D211I; I212A; A213L; L214G; G215W; W216F; F217A; A218P; P219S; S220V; V221L; L222A; A223P; P224S; S226L; L227A; A229H; H230A; A231V; V232D; D233L; L234D; D235K; K236G; G237N; N238Y; Y239P; P240G; G241T; T242L; L243G; G244T; T245L; L246R; R247M; M248N; N249V; V250N; N251A; A252L; L253E; E254H; H255I; I256A; A257R; R258A; A260E; E262Q; Q263G; G264V; V265H; H266S; S267E; E268L; L269P; P270H; H271L; L272M; M273R; R274E; E275V; V276A; A277E; E278R; R279A; A280V; V281A; A282Q; Q283G; G284H; H285G; G286D; D287H; H288N; N289Y; Y290M; M291S; S292V; V293Y; Y294E; E295A; A296F; F297K; K298Q; Q299P; P300S; S301P; P302A; A303S; S304*; *305-,0.15091239,5.1258354,26/08/2020,-7.44974E+17,0.15611374,1,34.408962 +9253,T2P; V85I; Y144F; E254V; R274C; A277T,0.003343314,1.444495,26/08/2020,-7.44974E+17,0.001084819,1,743.91925 +9254,T2R,0.16301951,5.339261,26/08/2020,-7.44974E+17,0.166273079,1,31.321024 +9255,T2S,0.16632266,5.100654,26/08/2020,-7.44974E+17,0.172588112,2,27.79238 +9256,T2V,0.12926757,2.7927604,26/08/2020,-7.44974E+17,0.13264327,3,20.831125 +9257,T2W,0.06614781,5.7595425,26/08/2020,-7.44974E+17,0.064563123,4,85.32384 +9258,T38A,0.012428461,4.180306,26/08/2020,-7.44974E+17,0.011973055,4,353.95212 +9259,T38A; A223V; N289I,0.004629885,1.9362279,26/08/2020,-7.44974E+17,0.002385105,1,648.65643 +9260,T38A; E46D; T63P; L124H; V130A; D152N; A218T,0.00393926,1.788895,26/08/2020,-7.44974E+17,0.001929009,1,711.14526 +9261,T38A; F217I; H271Y,0.004303813,1.8181018,26/08/2020,-7.44974E+17,0.002017921,1,671.8615 +9262,T38A; G104D; S220T,0.002287504,0.9413506,26/08/2020,-7.44974E+17,0.00040968,1,822.8887 +9263,T38A; M185K; G191V; S220T; V232I,0.003295133,1.3760905,26/08/2020,-7.44974E+17,0.001053182,1,775.7708 +9264,T38A; N42S; P138S,0.003204925,1.4834642,26/08/2020,-7.44974E+17,0.001243566,1,775.6088 +9265,T38A; R122S; M129L; S220T,0.008467695,2.8850074,26/08/2020,-7.44974E+17,0.005985338,1,472.63538 +9266,T38A; R94H; S220T; M248L; H255L,0.002889619,1.6152859,26/08/2020,-7.44974E+17,0.001672142,2,744.28265 +9267,T38A; S220T; T245S; F297S,0.003358115,1.4643742,26/08/2020,-7.44974E+17,0.001173388,1,747.79944 +9268,T38A; S220T; V250A,0.024435839,4.259065,26/08/2020,-7.44974E+17,0.021252976,1,215.82535 +9269,T38A; S57L; P138L; P270S,0.002036327,0.74981546,26/08/2020,-7.44974E+17,0.000193661,1,815.74207 +9270,T38A; T242A; H255L,0.004677643,1.9316682,26/08/2020,-7.44974E+17,0.00239618,1,665.3398 +9271,T38A; V150M; S220T,0.003706354,1.5509764,26/08/2020,-7.44974E+17,0.001373778,1,713.5292 +9272,T38A; W41C,0.00247188,0.91151744,26/08/2020,-7.44974E+17,0.000371971,1,756.9243 +9273,T38A; Y79N; Y144C; V175E; S220T; A228G; D235Y,0.002828817,1.15617,26/08/2020,-7.44974E+17,0.000666368,1,769.34155 +9274,T38C,0.08809048,4.055252,26/08/2020,-7.44974E+17,0.088161715,2,47.275818 +9275,T38D,0.001155349,0.82048154,26/08/2020,-7.44974E+17,0.000564358,4,960.59845 +9276,T38G,0.002404174,0.94734544,26/08/2020,-7.44974E+17,0.000420167,1,778.97516 +9277,T38H,0.002310435,0.8357821,26/08/2020,-7.44974E+17,0.000262929,1,792.8638 +9278,T38I,0.102175124,4.2928886,26/08/2020,-7.44974E+17,0.101247421,2,42.03305 +9279,T38K,0.001721419,1.0415887,26/08/2020,-7.44974E+17,0.000609432,2,898.0153 +9280,T38K; V40F; V52M; V71D; V175E; A213D; F217L,0.003073035,1.3870689,26/08/2020,-7.44974E+17,0.001067077,1,786.35 +9281,T38L,0.08214646,5.883443,26/08/2020,-7.44974E+17,0.083000881,2,71.59852 +9282,T38M,0.110017985,2.9513848,26/08/2020,-7.44974E+17,0.109891223,2,27.430304 +9283,T38M; A187V; V204M; S220T,0.00270644,1.1134555,26/08/2020,-7.44974E+17,0.000632093,1,771.4605 +9284,T38M; A210T,0.0632684,4.840664,26/08/2020,-7.44974E+17,0.060684432,1,86.54716 +9285,T38M; D95V; S220T; P224H; E278V,0.003218974,1.3393687,26/08/2020,-7.44974E+17,0.001073478,1,761.09344 +9286,T38M; E108G; S160L; S220T,0.004873827,1.9600134,26/08/2020,-7.44974E+17,0.002440326,1,635.70807 +9287,T38M; E46V; D152V; R155H; S220T; L234H,0.002543671,0.9813185,26/08/2020,-7.44974E+17,0.000399759,1,789.86926 +9288,T38M; F86Y; S117P; R148C; S160A,0.00500123,2.0765855,26/08/2020,-7.44974E+17,0.002563565,1,664.8006 +9289,T38M; L119H; M129T; S220T,0.015861554,3.7324495,26/08/2020,-7.44974E+17,0.013905957,1,301.9708 +9290,T38M; L124F,0.003266794,1.389037,26/08/2020,-7.44974E+17,0.001081126,1,758.7512 +9291,T38M; L51P; H230Q; A257S,0.002687556,1.0905153,26/08/2020,-7.44974E+17,0.000582324,1,808.4363 +9292,T38M; N249K,0.00402345,1.7222488,26/08/2020,-7.44974E+17,0.001648536,1,709.24927 +9293,T38M; S220T,0.61359334,6.7608852,26/08/2020,-7.44974E+17,0.654834589,3,4.1059723 +9294,T38M; S220T; H230Y; T242I,0.5757363,5.7645016,26/08/2020,-7.44974E+17,0.684705558,1,4.0572653 +9295,T38M; T121A; S145L; H230L; S292T,0.008265744,2.83128,26/08/2020,-7.44974E+17,0.005459159,1,500.79047 +9296,T38M; Y144F; A202V; S220T,0.589201,5.499399,26/08/2020,-7.44974E+17,0.722913237,1,3.5611274 +9297,T38M; Y83N; A89G; R110G; T121M; Y177F; Y186C; Q283R; G284C,0.002402403,0.98663193,26/08/2020,-7.44974E+17,0.000451248,1,805.18427 +9298,T38N,0.002892318,0.65786946,26/08/2020,-7.44974E+17,0.002457562,6,288.35623 +9299,T38P,0.001911158,1.0700893,26/08/2020,-7.44974E+17,0.000668439,2,850.15564 +9300,T38Q,0.001683545,1.0021703,26/08/2020,-7.44974E+17,0.000569017,2,910.1274 +9301,T38R,0.001483618,0.9202014,26/08/2020,-7.44974E+17,0.000464707,2,952.2151 +9302,T38R; A89V; S103L,0.002516192,1.0456045,26/08/2020,-7.44974E+17,0.000582174,1,748.7762 +9303,T38R; S220T; T245S,0.003312896,1.4209274,26/08/2020,-7.44974E+17,0.00118006,1,743.06104 +9304,T38R; V71L; N100I; A257P; K298R,0.002470922,0.9318935,26/08/2020,-7.44974E+17,0.000373648,1,770.6723 +9305,T38S,0.006744196,2.5201113,26/08/2020,-7.44974E+17,0.004023435,1,555.928 +9306,T38S; A187V; F217I; S220T; H288R,0.00265777,1.6044159,26/08/2020,-7.44974E+17,0.00138573,2,811.54443 +9307,T38S; A59V,0.003471292,1.4791869,26/08/2020,-7.44974E+17,0.001199732,1,749.174 +9308,T38S; H154L; S220T,0.004735383,1.9499702,26/08/2020,-7.44974E+17,0.002180225,1,652.0683 +9309,T38S; Q107L; S220T; E268G,0.003214883,1.3893273,26/08/2020,-7.44974E+17,0.001026425,1,772.48895 +9310,T38S; Q107R; F209S; L272P,0.003478983,1.603523,26/08/2020,-7.44974E+17,0.00155872,1,727.11487 +9311,T38S; Q194K; S220T,0.00271692,1.1654543,26/08/2020,-7.44974E+17,0.00066761,1,800.5989 +9312,T38S; R110S; L181S; N289D,0.003112722,1.2499926,26/08/2020,-7.44974E+17,0.000819582,1,721.41174 +9313,T38S; R137H; S220T; P302T,0.017676601,3.9144664,26/08/2020,-7.44974E+17,0.01539695,1,277.3274 +9314,T38S; R137S; A259V,0.00592343,2.3872354,26/08/2020,-7.44974E+17,0.003639435,1,587.5842 +9315,T38S; S57P; M129T; F217S; S220T; H230R,0.004230202,1.7577779,26/08/2020,-7.44974E+17,0.0019721,1,670.3621 +9316,T38S; V66A; H183R,0.001465064,0.77356166,26/08/2020,-7.44974E+17,0.000342523,2,896.65106 +9317,T38V,0.10635275,6.3272514,26/08/2020,-7.44974E+17,0.105997374,2,57.571762 +9318,T38W,0.000846718,0.6191325,26/08/2020,-7.44974E+17,0.000252149,4,1062.8282 +9319,T38Y,0.002279058,0.8794847,26/08/2020,-7.44974E+17,0.000332558,1,796.11 +9320,T39A,0.009756378,4.4810076,26/08/2020,-7.44974E+17,0.008871695,3,494.42703 +9321,T39A; D147E; L176I; I212N; R247S; P300S,0.004704632,1.9859438,26/08/2020,-7.44974E+17,0.002493837,1,644.97406 +9322,T39A; D170E; H266L,0.002423784,1.0117018,26/08/2020,-7.44974E+17,0.000499411,1,768.707 +9323,T39A; D170G; S220T; D287E,0.002925538,1.2214172,26/08/2020,-7.44974E+17,0.000714074,1,771.469 +9324,T39A; E84D; G237C; A282E,0.004270298,1.8398598,26/08/2020,-7.44974E+17,0.002150147,1,677.9535 +9325,T39A; G50T,0.008212559,2.856312,26/08/2020,-7.44974E+17,0.006205484,1,466.79773 +9326,T39A; G55C; M248T; E268G,0.002087404,0.7504914,26/08/2020,-7.44974E+17,0.000179921,1,793.3203 +9327,T39A; L173Q; K236I; M248V,0.002385767,0.885152,26/08/2020,-7.44974E+17,0.000331242,1,792.24005 +9328,T39A; L51P; N77Y; A210V; R274H; H288L; M291K,0.004010717,1.7177073,26/08/2020,-7.44974E+17,0.001770742,1,700.0727 +9329,T39A; S220T,0.052530576,4.678986,26/08/2020,-7.44974E+17,0.050817175,1,103.36602 +9330,T39A; V52M; A68V; S220T; S267T; L272P,0.002768008,1.0932825,26/08/2020,-7.44974E+17,0.000582445,1,758.6401 +9331,T39A; W216C; S220T; V221G,0.020888075,4.0753303,26/08/2020,-7.44974E+17,0.018320121,1,245.72935 +9332,T39C,0.049577724,4.089178,26/08/2020,-7.44974E+17,0.049076679,3,85.37623 +9333,T39D,0.000774119,0.9918803,26/08/2020,-7.44974E+17,0.000389064,6,1543.9121 +9334,T39E,0.004142364,1.83922,26/08/2020,-7.44974E+17,0.00197833,1,699.6551 +9335,T39F,0.015343293,3.6440024,26/08/2020,-7.44974E+17,0.012513866,1,307.58612 +9336,T39G,0.001751255,1.0632699,26/08/2020,-7.44974E+17,0.000635154,2,936.73535 +9337,T39H,0.019895036,3.962577,26/08/2020,-7.44974E+17,0.017559116,1,252.11699 +9338,T39I,0.022868175,4.7571597,26/08/2020,-7.44974E+17,0.021850749,2,228.47287 +9339,T39I; E84V; A156S; S220T,0.005956611,2.3338475,26/08/2020,-7.44974E+17,0.003649189,1,568.42865 +9340,T39I; L143M; L158H; P224L; Y294C,0.003629768,1.5599201,26/08/2020,-7.44974E+17,0.001315979,1,733.31354 +9341,T39I; L93F; S220T,0.03967162,4.574469,26/08/2020,-7.44974E+17,0.037155358,1,138.4773 +9342,T39I; M82V; S220T; L246H,0.00289445,1.1966548,26/08/2020,-7.44974E+17,0.00082785,1,745.32715 +9343,T39I; P138L; S220T; L234I; N238S; V276D,0.003389354,1.4404081,26/08/2020,-7.44974E+17,0.001193487,1,706.9364 +9344,T39I; V130E; S160T; S220T; A277S; G286W,0.00278515,1.1918545,26/08/2020,-7.44974E+17,0.0008033,1,764.108 +9345,T39I; V52E; D64G; T72S; L158H,0.008901035,2.9725175,26/08/2020,-7.44974E+17,0.006219876,1,467.14847 +9346,T39K,0.018444711,4.070343,26/08/2020,-7.44974E+17,0.01733487,2,244.92801 +9347,T39L,0.00543087,2.2026653,26/08/2020,-7.44974E+17,0.003116468,1,607.2909 +9348,T39M,0.022067465,5.104491,26/08/2020,-7.44974E+17,0.020812081,2,251.06354 +9349,T39N,0.012801821,4.4016037,26/08/2020,-7.44974E+17,0.011429352,2,384.13586 +9350,T39N; L134Q; R258C; V293F,0.00201292,0.77361906,26/08/2020,-7.44974E+17,0.000257586,1,824.9635 +9351,T39N; Q283H,0.00633138,2.4788098,26/08/2020,-7.44974E+17,0.004027245,1,570.32526 +9352,T39N; R148P; S220T; H230Y,0.047036238,4.726801,26/08/2020,-7.44974E+17,0.044838058,1,117.48822 +9353,T39N; R47N,0.003557848,1.5189931,26/08/2020,-7.44974E+17,0.001264982,1,704.6479 +9354,T39P,0.000732799,0.7941102,26/08/2020,-7.44974E+17,0.000288722,5,1389.3278 +9355,T39P; A127V; S220T,0.002511147,0.91363233,26/08/2020,-7.44974E+17,0.000405672,1,781.97394 +9356,T39P; A218V; S225L; P300L,0.003961196,1.6833892,26/08/2020,-7.44974E+17,0.001702687,1,705.83307 +9357,T39P; R43H; P164S; V276A,0.001881394,0.56918216,26/08/2020,-7.44974E+17,7.03E-05,1,782.19775 +9358,T39P; V113I; L173Q; E261D; M273L,0.0033,1.3785287,26/08/2020,-7.44974E+17,0.001048777,1,752.07855 +9359,T39Q,0.010453568,3.2123418,26/08/2020,-7.44974E+17,0.008167021,1,403.19843 +9360,T39R,0.006368283,3.8423784,26/08/2020,-7.44974E+17,0.005528185,3,667.1311 +9361,T39S; A48E; L51Q; R165H; A169E; F209Y,0.002559112,1.0108738,26/08/2020,-7.44974E+17,0.000439606,1,766.5227 +9362,T39S; D125G; S220T,0.006921456,2.6159713,26/08/2020,-7.44974E+17,0.004605221,1,544.06305 +9363,T39S; D163G; H271D,0.002733977,1.0345681,26/08/2020,-7.44974E+17,0.000511063,1,790.6588 +9364,T39S; D95N; L176F; S220T; V221L,0.00346867,1.4824065,26/08/2020,-7.44974E+17,0.001250499,1,762.4026 +9365,T39S; D95V; E108D; F209S; G237C; T242A,0.011309112,3.3380854,26/08/2020,-7.44974E+17,0.008857165,1,385.83868 +9366,T39S; E84V; F86Y; A213V; D233V; M291I,0.003189626,1.3628244,26/08/2020,-7.44974E+17,0.0009779,1,787.0368 +9367,T39S; N100S; S117P; V141M; S220T; E262V,0.006319564,2.441162,26/08/2020,-7.44974E+17,0.004042514,1,559.1745 +9368,T39S; P88T; A127V; R247S; E295V,0.003296551,1.4192929,26/08/2020,-7.44974E+17,0.00112263,1,743.32135 +9369,T39S; Q54L; T81S; L243P; A257S,0.002109607,0.7436445,26/08/2020,-7.44974E+17,0.000176118,1,761.5194 +9370,T39S; R148P; S220T; H230Y,0.6104971,6.0553493,26/08/2020,-7.44974E+17,0.726892793,1,3.5677724 +9371,T39S; S103L; S220T,0.001766188,1.0537887,26/08/2020,-7.44974E+17,0.000612795,2,910.589 +9372,T39S; S61L; G120D; L124F; D170G; S220T; G264D,0.003217124,1.2948034,26/08/2020,-7.44974E+17,0.00088755,1,745.76117 +9373,T39S; V40D; L143M; S205R,0.004224977,1.8151499,26/08/2020,-7.44974E+17,0.001969994,1,674.4867 +9374,T39S; W115G; L143M; Y186F; S220T,0.003328912,1.336819,26/08/2020,-7.44974E+17,0.00086511,1,752.56714 +9375,T39S; W41C; A174V; S220T,0.002375216,0.9073256,26/08/2020,-7.44974E+17,0.000355502,1,779.03827 +9376,T39V,0.035451736,5.1699657,26/08/2020,-7.44974E+17,0.034328489,2,156.2087 +9377,T39Y,0.018903501,3.9451475,26/08/2020,-7.44974E+17,0.016640857,1,260.47598 +9378,T44A; A174G; Q194R; S220T,0.002717672,1.1400115,26/08/2020,-7.44974E+17,0.000702642,1,755.3141 +9379,T44A; F142L; S220T,0.10167701,5.1229353,26/08/2020,-7.44974E+17,0.101290949,1,54.36682 +9380,T44A; G87S; R258H,0.006601133,2.501075,26/08/2020,-7.44974E+17,0.004138302,1,551.6502 +9381,T44A; P88L; S220T,0.024676478,4.132341,26/08/2020,-7.44974E+17,0.023267527,1,207.66077 +9382,T44A; R155C; R165S; H230Y,0.003282519,1.4147152,26/08/2020,-7.44974E+17,0.001275145,1,749.47797 +9383,T44A; R165H; S220T,0.2420834,5.2512393,26/08/2020,-7.44974E+17,0.256867942,1,18.25849 +9384,T44A; S220T; A296D,0.007005318,2.6365075,26/08/2020,-7.44974E+17,0.004653233,1,525.697 +9385,T44A; V276A,0.001928858,0.52345675,26/08/2020,-7.44974E+17,5.12E-05,1,697.0736 +9386,T44C,0.011276873,3.2521265,26/08/2020,-7.44974E+17,0.009475206,1,380.65454 +9387,T44D,0.059655856,4.855657,26/08/2020,-7.44974E+17,0.056771883,1,94.00137 +9388,T44E,0.006230461,3.0657928,26/08/2020,-7.44974E+17,0.005715566,5,528.53094 +9389,T44F,0.004385043,2.2443895,26/08/2020,-7.44974E+17,0.00386173,5,564.3297 +9390,T44G,0.009975546,3.1800852,26/08/2020,-7.44974E+17,0.00760749,1,428.91736 +9391,T44H,0.10186346,9.876271,26/08/2020,-7.44974E+17,0.101108827,6,88.775375 +9392,T44I,0.003272432,3.302017,26/08/2020,-7.44974E+17,0.002899478,7,1058.9978 +9393,T44I; C75W; N77D; P132S; L181V; S220T; D235E,0.002746173,1.072603,26/08/2020,-7.44974E+17,0.000587621,1,744.3324 +9394,T44I; E46V; L119H; Y144N; D233E,0.002538653,0.9273041,26/08/2020,-7.44974E+17,0.000335525,1,779.3085 +9395,T44I; G120D; F142V; N251D; G286E,0.003075066,1.2557452,26/08/2020,-7.44974E+17,0.000849733,1,739.09814 +9396,T44I; P138Q; N178D; R247C,0.002887565,1.212264,26/08/2020,-7.44974E+17,0.000748791,1,760.2583 +9397,T44I; P164Q; K236N,0.003316003,1.4396762,26/08/2020,-7.44974E+17,0.001254912,1,749.4687 +9398,T44I; S220T,0.03281646,1.6855017,26/08/2020,-7.44974E+17,0.032280782,3,59.94256 +9399,T44I; S220T; A296P,0.002426817,1.0399299,26/08/2020,-7.44974E+17,0.000550062,1,794.9498 +9400,T44I; T81S; P106Q; F166Y; N190H; Q263R,0.003615586,1.5710227,26/08/2020,-7.44974E+17,0.001429595,1,740.7941 +9401,T44I; Y123C; F142Y; A149V; A156D; G215S; L246H; Y294F,0.002718355,1.1214184,26/08/2020,-7.44974E+17,0.000604723,1,795.48975 +9402,T44K,0.019520964,4.2611556,26/08/2020,-7.44974E+17,0.018490764,3,233.48064 +9403,T44L,0.004612489,2.5734236,26/08/2020,-7.44974E+17,0.003329338,2,685.2384 +9404,T44M,0.011823949,4.0356507,26/08/2020,-7.44974E+17,0.011120562,3,372.17093 +9405,T44M; P138L,0.003278525,1.3829323,26/08/2020,-7.44974E+17,0.001033461,1,780.911 +9406,T44N,0.08650413,3.191671,26/08/2020,-7.44974E+17,0.085996973,3,37.23585 +9407,T44N; A60V; S220T,0.625873,5.888213,26/08/2020,-7.44974E+17,0.737827547,1,3.2301486 +9408,T44N; G191V,0.002674297,1.0588439,26/08/2020,-7.44974E+17,0.000600383,1,774.6052 +9409,T44N; G50S,0.04030939,4.603138,26/08/2020,-7.44974E+17,0.03931852,1,136.61618 +9410,T44N; L182P,0.003681328,1.5568084,26/08/2020,-7.44974E+17,0.001408498,1,719.62775 +9411,T44N; M129I; G203S; F217L; S220T,0.002870306,1.1855829,26/08/2020,-7.44974E+17,0.000735925,1,795.90485 +9412,T44N; S205G,0.06840198,4.918568,26/08/2020,-7.44974E+17,0.066112925,1,81.866066 +9413,T44P,0.001733635,1.0254184,26/08/2020,-7.44974E+17,0.000589406,2,943.6203 +9414,T44P; D64E; A68E; A89V; D95Y; D118V,0.003462347,1.5422343,26/08/2020,-7.44974E+17,0.001518679,1,728.04626 +9415,T44P; L124P; F217I; L222M; H285L; E295D,0.003265117,1.3780693,26/08/2020,-7.44974E+17,0.00105994,1,728.87305 +9416,T44P; S220T,0.003518133,1.5631218,26/08/2020,-7.44974E+17,0.001384241,1,731.7736 +9417,T44Q,0.02038263,4.03316,26/08/2020,-7.44974E+17,0.017700608,1,245.69887 +9418,T44Q; G50C,0.007635287,2.7316084,26/08/2020,-7.44974E+17,0.005363105,1,497.4338 +9419,T44R,0.024196107,4.7388973,26/08/2020,-7.44974E+17,0.023776811,2,214.62334 +9420,T44S,0.0686891,7.0992546,26/08/2020,-7.44974E+17,0.068297142,3,101.40464 +9421,T44S; A252D; N289Y,0.003026423,1.3124089,26/08/2020,-7.44974E+17,0.000950232,1,768.594 +9422,T44S; A92V; D125N; S220T,0.028224075,4.34862,26/08/2020,-7.44974E+17,0.025643981,1,188.22781 +9423,T44S; E46K; M74L; M82T; L176F; L272Q; H288L,0.002299292,0.8048393,26/08/2020,-7.44974E+17,0.000233601,1,762.27655 +9424,T44S; E84V; D170V; H230N,0.003364811,1.4484836,26/08/2020,-7.44974E+17,0.001180017,1,737.6541 +9425,T44S; I62N; F209V; S220T,0.002856425,1.2101749,26/08/2020,-7.44974E+17,0.000769838,1,795.8557 +9426,T44S; L124P; T188S; S220T,0.002994601,1.2849139,26/08/2020,-7.44974E+17,0.000893026,1,758.79 +9427,T44S; L151P; L214P; G241D; R247H,0.009147046,2.9646292,26/08/2020,-7.44974E+17,0.006904402,1,448.9058 +9428,T44S; L51M; I128V; D147V; F217Y; S220T; K236R; H266L,0.003605671,1.5185167,26/08/2020,-7.44974E+17,0.001273273,1,725.6597 +9429,T44S; L98M; V135I; H255L; S267T,0.005349153,2.1452982,26/08/2020,-7.44974E+17,0.002926002,1,605.169 +9430,T44S; L98P,0.005230554,2.1468565,26/08/2020,-7.44974E+17,0.002876582,1,624.7766 +9431,T44S; P88T; S220T,0.5056067,5.769105,26/08/2020,-7.44974E+17,0.577688973,1,5.530414 +9432,T44S; S114T; V150E; E153G; N251D; H255Y,0.00193601,0.7062794,26/08/2020,-7.44974E+17,0.00015474,1,770.4755 +9433,T44S; S220T; H271Y; P300T,0.16410387,3.8728352,26/08/2020,-7.44974E+17,0.166963464,2,21.982145 +9434,T44V,0.006336077,2.436486,26/08/2020,-7.44974E+17,0.00383137,1,558.7468 +9435,T44W,0.008995315,0.8607906,26/08/2020,-7.44974E+17,0.008070057,4,125.67262 +9436,T44Y,0.00624652,2.455274,26/08/2020,-7.44974E+17,0.003835836,1,572.86365 +9437,T63A,0.15312749,5.1249356,26/08/2020,-7.44974E+17,0.157992046,1,32.953037 +9438,T63A; A116V; L214P; L227R; H230Q,0.006407079,2.444179,26/08/2020,-7.44974E+17,0.004208507,1,552.6311 +9439,T63A; A65T; V150M; S220T; H230Y,0.004377531,1.8590938,26/08/2020,-7.44974E+17,0.002187202,1,693.3146 +9440,T63A; A80T; L214P; S220T,0.007461869,2.6838045,26/08/2020,-7.44974E+17,0.004959831,1,515.042 +9441,T63A; E91D; P132Q; S220T,0.003202485,1.3425536,26/08/2020,-7.44974E+17,0.000903483,1,783.5941 +9442,T63A; F86S; A92T; N100T; V113E; E153G; T179S; Q194R; L234R; R247S,0.002200039,0.7678825,26/08/2020,-7.44974E+17,0.000225203,1,760.79004 +9443,T63A; G120D; S220T; D235N; Q299L,0.03210026,4.539073,26/08/2020,-7.44974E+17,0.02841936,1,172.88947 +9444,T63A; G120S; L151P; A213D; M248T,0.003284739,1.3844303,26/08/2020,-7.44974E+17,0.000979219,1,749.10297 +9445,T63A; M185I; L198Q; S220T; I256V,0.002084353,1.1896427,26/08/2020,-7.44974E+17,0.000898307,2,842.49774 +9446,T63A; S220T; Y290F,0.056820523,4.8703027,26/08/2020,-7.44974E+17,0.054070755,1,98.77409 +9447,T63A; V71I; V281D,0.011319486,3.2634108,26/08/2020,-7.44974E+17,0.009098356,1,382.5452 +9448,T63C,0.06336866,4.9903255,26/08/2020,-7.44974E+17,0.060539106,1,90.25805 +9449,T63D,0.21843699,2.6971269,26/08/2020,-7.44974E+17,0.220167294,3,10.567638 +9450,T63E,0.22621107,5.3608794,26/08/2020,-7.44974E+17,0.236705784,1,21.039421 +9451,T63F,0.06373193,5.8194785,26/08/2020,-7.44974E+17,0.062530243,2,93.18455 +9452,T63F; M74I; R165H; T196K; A206G; S220T,0.003195936,1.372563,26/08/2020,-7.44974E+17,0.001088233,1,745.3907 +9453,T63G,0.14575765,6.9341936,26/08/2020,-7.44974E+17,0.149788757,4,42.062557 +9454,T63H,0.064726405,4.8689833,26/08/2020,-7.44974E+17,0.06325197,1,85.81788 +9455,T63I,0.09834392,2.1257446,26/08/2020,-7.44974E+17,0.101072832,2,23.572735 +9456,T63I; A280T; A303V,0.11264733,5.1447234,26/08/2020,-7.44974E+17,0.115385607,1,47.85465 +9457,T63I; G136D; Y177C; N190Y; T207I,0.016428946,3.782792,26/08/2020,-7.44974E+17,0.01426938,1,289.11285 +9458,T63I; S220T; A252T,0.07882647,4.9504485,26/08/2020,-7.44974E+17,0.076515487,1,69.82334 +9459,T63I; S220T; P300R,0.54552484,5.6222997,26/08/2020,-7.44974E+17,0.64458622,1,4.4765053 +9460,T63I; S67G; Y177N; S220T; H230Y; A277D,0.004577635,1.8897164,26/08/2020,-7.44974E+17,0.002086043,1,662.5116 +9461,T63I; T105R; R148C,0.003133404,1.3561964,26/08/2020,-7.44974E+17,0.001083001,1,732.5563 +9462,T63N; M184K; S220T,0.005354445,2.2361357,26/08/2020,-7.44974E+17,0.003204834,1,630.4432 +9463,T63N; V66E,0.002807646,1.1140337,26/08/2020,-7.44974E+17,0.000678531,1,735.80444 +9464,T63P,0.06035869,3.9745507,26/08/2020,-7.44974E+17,0.058830709,3,67.81439 +9465,T63P; L151V; V232D,0.023311492,4.130457,26/08/2020,-7.44974E+17,0.020927781,1,216.53528 +9466,T63P; W216R; D233V; V281A,0.007913406,2.778169,26/08/2020,-7.44974E+17,0.005478855,1,484.7737 +9467,T63Q,0.12583679,5.722122,26/08/2020,-7.44974E+17,0.126263792,2,42.961 +9468,T63R,0.12072719,5.8474145,26/08/2020,-7.44974E+17,0.123633292,2,46.036057 +9469,T63S,0.3545086,1.9939743,26/08/2020,-7.44974E+17,0.361338439,5,3.814439 +9470,T63S; A111G; T121M; F142I; R165H; V276A,0.003922726,1.6604422,26/08/2020,-7.44974E+17,0.001562167,1,715.8367 +9471,T63S; D147E; A229E; L234P,0.003945987,1.6616466,26/08/2020,-7.44974E+17,0.001636769,1,709.44135 +9472,T63S; D170A,0.0403868,4.652816,26/08/2020,-7.44974E+17,0.037534095,1,137.72656 +9473,T63S; D64V; Q194P; S220T,0.003994901,1.6755886,26/08/2020,-7.44974E+17,0.001586864,1,681.3995 +9474,T63S; G146C; A197T; S220T,0.003337168,1.4567649,26/08/2020,-7.44974E+17,0.001230685,1,733.275 +9475,T63S; R122H; N190D; S220T; S292T,0.003169213,1.8160342,26/08/2020,-7.44974E+17,0.001998273,2,751.7637 +9476,T63S; R148H; S220T,0.54500127,5.857663,26/08/2020,-7.44974E+17,0.631548385,1,4.7675023 +9477,T63S; R148P; S220T; H230Y,0.64637184,5.8613195,26/08/2020,-7.44974E+17,0.767617996,1,2.8454368 +9478,T63S; S220T,0.57447046,5.728771,26/08/2020,-7.44974E+17,0.686751069,1,4.042719 +9479,T63S; S220T; H230Y; V281A,0.4849285,1.1556685,26/08/2020,-7.44974E+17,0.564996165,10,1.2370447 +9480,T63S; V66L; L227Q; V250A; D287G,0.004324214,1.784546,26/08/2020,-7.44974E+17,0.001916961,1,702.75116 +9481,T63V,0.1211622,6.673531,26/08/2020,-7.44974E+17,0.121659133,4,50.32309 +9482,T63W,0.056754217,4.797431,26/08/2020,-7.44974E+17,0.053638602,1,97.379005 +9483,T63Y,0.080257006,6.403861,26/08/2020,-7.44974E+17,0.080657458,5,75.84338 +9484,T72A,0.020109205,1.1340586,26/08/2020,-7.44974E+17,0.019395519,2,78.70132 +9485,T72A; A228E; E268V; M273V,0.001897953,0.6280644,26/08/2020,-7.44974E+17,0.000102772,1,816.13135 +9486,T72A; E84G; L173Q; S220T,0.002778715,1.1236488,26/08/2020,-7.44974E+17,0.000600416,1,794.9951 +9487,T72A; I128F; S160T; S220T; A260T,0.002340938,0.8551589,26/08/2020,-7.44974E+17,0.000323692,1,766.7129 +9488,T72A; L176I,0.0929147,5.055414,26/08/2020,-7.44974E+17,0.092750868,1,59.04408 +9489,T72A; M82I; S220T; A282T,0.00652543,2.4675055,26/08/2020,-7.44974E+17,0.004221991,1,526.87286 +9490,T72A; P131R; R148P; M185K; S220T; H230Y,0.005256326,2.1688902,26/08/2020,-7.44974E+17,0.002702594,1,640.0639 +9491,T72A; S220L; S226T,0.06280068,5.009536,26/08/2020,-7.44974E+17,0.05816399,1,92.83045 +9492,T72A; S220T,0.5600707,5.7568135,26/08/2020,-7.44974E+17,0.656571765,1,4.290338 +9493,T72A; V97D; L101P; G104S; R110C; E153D; S220T; R279G,0.004435701,1.9514759,26/08/2020,-7.44974E+17,0.002179533,1,700.7238 +9494,T72A; V99F; S220T,0.002951344,1.2818129,26/08/2020,-7.44974E+17,0.000941153,1,779.18854 +9495,T72C,0.07668429,5.9799747,26/08/2020,-7.44974E+17,0.074567679,3,76.161736 +9496,T72D,0.004099289,1.7064639,26/08/2020,-7.44974E+17,0.001605935,1,682.656 +9497,T72F,0.002317763,1.457118,26/08/2020,-7.44974E+17,0.001153718,2,879.318 +9498,T72G,0.002015982,1.6192077,26/08/2020,-7.44974E+17,0.001162993,3,996.66614 +9499,T72H,0.002182726,1.2509454,26/08/2020,-7.44974E+17,0.000875322,2,865.1106 +9500,T72I,0.1977942,2.6710942,26/08/2020,-7.44974E+17,0.198377686,3,11.957354 +9501,T72I; L182P; D211N,0.001892595,0.64413244,26/08/2020,-7.44974E+17,0.000122629,1,771.669 +9502,T72I; M82I; R148P; S220T; H230Y,0.1996442,5.2338285,26/08/2020,-7.44974E+17,0.205222838,1,24.103794 +9503,T72I; N77K; Y123H; S220T,0.003188348,1.3562549,26/08/2020,-7.44974E+17,0.000974874,1,744.8973 +9504,T72I; R148P; S220T; H230Y,0.36013755,5.4656672,26/08/2020,-7.44974E+17,0.397700442,1,10.495869 +9505,T72I; S160P; S220T; E254V,0.017589256,3.918516,26/08/2020,-7.44974E+17,0.014937048,1,284.62396 +9506,T72K,0.002093462,1.9974629,26/08/2020,-7.44974E+17,0.001695572,6,1045.8589 +9507,T72L,0.014198816,4.557432,26/08/2020,-7.44974E+17,0.013216188,3,344.89328 +9508,T72M,0.015356186,1.0256008,26/08/2020,-7.44974E+17,0.014205138,4,84.47506 +9509,T72M; A223E,0.008100607,2.8295014,26/08/2020,-7.44974E+17,0.005860105,1,474.7356 +9510,T72N,0.009673295,1.47934,26/08/2020,-7.44974E+17,0.009273372,9,165.35732 +9511,T72N; F166Y; S220T; L227M; N249I,0.003391851,1.4273612,26/08/2020,-7.44974E+17,0.001122791,1,733.16125 +9512,T72N; L93F; L181F; S220T,0.003235255,1.3729076,26/08/2020,-7.44974E+17,0.001033103,1,744.33905 +9513,T72N; R110C; F166L; V221E,0.002165107,0.7536028,26/08/2020,-7.44974E+17,0.000196278,1,749.7498 +9514,T72N; R122H; S220T,0.061554257,5.3430104,26/08/2020,-7.44974E+17,0.061143143,2,89.774025 +9515,T72N; S220T,0.25526693,5.370021,26/08/2020,-7.44974E+17,0.273170931,1,17.684757 +9516,T72N; T196S; L198M,0.02876058,4.3771358,26/08/2020,-7.44974E+17,0.026436719,1,185.15074 +9517,T72P,0.002559133,1.5967889,26/08/2020,-7.44974E+17,0.001361673,2,843.71796 +9518,T72Q,0.008659499,1.3918759,26/08/2020,-7.44974E+17,0.007621975,2,225.0755 +9519,T72S,0.119477615,0.4209673,26/08/2020,-7.44974E+17,0.126183196,4,4.3158956 +9520,T72S; A156T; M185K; S220T,0.004819081,2.0186067,26/08/2020,-7.44974E+17,0.002331737,1,642.72797 +9521,T72S; D147V; H183L; T188S; D287E,0.003008638,1.26884,26/08/2020,-7.44974E+17,0.000765999,1,783.19653 +9522,T72S; D147V; L161Q; R165C; S226P; V265A,0.002152998,0.77915984,26/08/2020,-7.44974E+17,0.000216009,1,768.111 +9523,T72S; F142Y,0.002740086,1.2071233,26/08/2020,-7.44974E+17,0.000833383,1,765.8868 +9524,T72S; G126S; M185K; S220T; S304P,0.002917185,1.1440576,26/08/2020,-7.44974E+17,0.000712438,1,737.52106 +9525,T72S; G136V; A140T; R148H; N178S,0.003133315,1.3631427,26/08/2020,-7.44974E+17,0.001070628,1,784.7172 +9526,T72S; L193P,0.003900189,1.6810447,26/08/2020,-7.44974E+17,0.001687178,1,716.93164 +9527,T72S; R110P; H154L; E208V; L272Q,0.003015885,1.1781931,26/08/2020,-7.44974E+17,0.000675022,1,757.52356 +9528,T72S; S117P; L189F; G191R; S220T; Y290N,0.002981589,1.1552997,26/08/2020,-7.44974E+17,0.000635731,1,777.9215 +9529,T72S; S220T,0.5840728,5.6819506,26/08/2020,-7.44974E+17,0.693215389,1,3.9068542 +9530,T72S; T188A; Q283R; S301C,0.006832813,2.5543234,26/08/2020,-7.44974E+17,0.004465442,1,530.3455 +9531,T72S; V135E,0.002343386,0.9760535,26/08/2020,-7.44974E+17,0.000427779,1,797.5241 +9532,T72S; Y186C; S220T,0.003186373,1.2531984,26/08/2020,-7.44974E+17,0.000777832,1,769.4586 +9533,T7A; F209S; S220T,0.003521406,1.4769961,26/08/2020,-7.44974E+17,0.00124793,1,749.78326 +9534,T7A; H36R; V135L; R148P; S220T; H230Y; I256T; E268A,0.003950513,1.7735177,26/08/2020,-7.44974E+17,0.001826685,1,694.6499 +9535,T7A; R47H; S220T,0.17611794,5.259604,26/08/2020,-7.44974E+17,0.179784249,1,28.892519 +9536,T7A; R90P; N100T; H183R; S201Y; R258G; N289I,0.002564004,1.0358229,26/08/2020,-7.44974E+17,0.000552199,1,789.6468 +9537,T7D,0.17072326,4.620513,26/08/2020,-7.44974E+17,0.1734595,2,24.57494 +9538,T7E,0.080699645,5.2026844,26/08/2020,-7.44974E+17,0.075489181,1,71.692474 +9539,T7F,0.13906148,2.1051543,26/08/2020,-7.44974E+17,0.141656615,2,15.615594 +9540,T7G,0.113454275,2.7203672,26/08/2020,-7.44974E+17,0.111728153,5,22.80214 +9541,T7H,0.12376946,3.375568,26/08/2020,-7.44974E+17,0.122177529,2,27.217562 +9542,T7I,0.07436325,4.8656626,26/08/2020,-7.44974E+17,0.07476878,1,74.3964 +9543,T7I; A65D; T105S; S220T,0.00359368,1.5755243,26/08/2020,-7.44974E+17,0.001411781,1,750.19086 +9544,T7I; D139L,0.01567058,3.7391574,26/08/2020,-7.44974E+17,0.012755964,1,302.10538 +9545,T7I; F217S,0.027214007,4.395338,26/08/2020,-7.44974E+17,0.024070747,1,199.32817 +9546,T7I; L51Q; L151P; M184L; S220T; P224H; H255Y,0.002256115,0.9232582,26/08/2020,-7.44974E+17,0.00038514,1,844.17773 +9547,T7I; M129L; S220T,0.5931784,5.610342,26/08/2020,-7.44974E+17,0.705186553,1,3.6289067 +9548,T7I; P12H; P22S; D95N; H154Q; A174E; S220T,0.002462929,0.98218685,26/08/2020,-7.44974E+17,0.000423515,1,780.5886 +9549,T7I; P164L; T207S; S220T; R247C,0.11391718,5.1353755,26/08/2020,-7.44974E+17,0.113479541,1,47.270016 +9550,T7I; S220T,0.69059664,6.959124,26/08/2020,-7.44974E+17,0.765601038,2,2.8752291 +9551,T7I; T38S; V66M,0.002715706,1.107599,26/08/2020,-7.44974E+17,0.000674681,1,780.48975 +9552,T7I; T44S,0.31501487,0.7682852,26/08/2020,-7.44974E+17,0.364860037,7,1.7988093 +9553,T7I; T44S; A156N; A159S,0.28712243,0.8868429,26/08/2020,-7.44974E+17,0.299841061,8,2.3718235 +9554,T7I; T44S; A156N; A159T,0.17027813,1.5172182,26/08/2020,-7.44974E+17,0.182750427,2,9.16126 +9555,T7I; V18D; N78Y; S103L; D118G,0.003141891,1.2690791,26/08/2020,-7.44974E+17,0.000825509,1,741.3217 +9556,T7I; W41R; L58I; T105I; L119H; L124H; G146C; V204E; A228G; T245I; P302Q,0.002793662,1.1295465,26/08/2020,-7.44974E+17,0.000630758,1,756.0978 +9557,T7K,0.09131209,4.830163,26/08/2020,-7.44974E+17,0.087574207,2,53.33314 +9558,T7L,0.17573151,6.4982142,26/08/2020,-7.44974E+17,0.177410519,2,32.423206 +9559,T7M,0.1463523,6.4981747,26/08/2020,-7.44974E+17,0.146027126,3,39.765625 +9560,T7N,0.049853425,4.7073255,26/08/2020,-7.44974E+17,0.047442903,1,110.406136 +9561,T7N; G55R; Y192H; V265L,0.001869345,0.6345461,26/08/2020,-7.44974E+17,0.00012532,1,775.3321 +9562,T7N; I128V; A202T; A229V; P300T,0.005884446,2.306071,26/08/2020,-7.44974E+17,0.003527727,1,583.81506 +9563,T7N; L31F; T39I; A111V; R165L; L198Q; S220T; N251S,0.003057038,1.276251,26/08/2020,-7.44974E+17,0.000869417,1,748.77374 +9564,T7N; L32F; N100Y; N190I; S220T; K298M,0.003004489,1.2764983,26/08/2020,-7.44974E+17,0.000913856,1,762.5028 +9565,T7N; R148P; S220T; H230Y,0.48786306,5.667408,26/08/2020,-7.44974E+17,0.559099963,1,5.891325 +9566,T7N; S57T,0.17247505,0.5765933,26/08/2020,-7.44974E+17,0.137730232,10,3.1009016 +9567,T7P,0.1426503,4.4803658,26/08/2020,-7.44974E+17,0.143886845,3,28.812489 +9568,T7P; L32P; Y83H; L119H; P133S,0.003610261,1.556474,26/08/2020,-7.44974E+17,0.00142039,1,725.6467 +9569,T7P; M129K; S220T; D235E; H285P,0.002533897,0.995455,26/08/2020,-7.44974E+17,0.00045634,1,812.17896 +9570,T7Q,0.18094657,7.6154323,26/08/2020,-7.44974E+17,0.187809599,3,35.821354 +9571,T7R,0.08681602,3.1923962,26/08/2020,-7.44974E+17,0.08695989,4,36.34357 +9572,T7S,0.136413,0.8733542,26/08/2020,-7.44974E+17,0.119729486,11,6.057067 +9573,T7S; A197V; S220T,0.109508656,5.0482874,26/08/2020,-7.44974E+17,0.109580107,1,49.640694 +9574,T7S; E261Q,0.42693806,4.108481,26/08/2020,-7.44974E+17,0.427064044,53,5.524085 +9575,T7S; G19V; T63S; S117Y; D211Y; L222P; P224H; A229T; H271N; R274S; H288L,0.003368448,1.4489567,26/08/2020,-7.44974E+17,0.001290005,1,692.251 +9576,T7S; L101P; S220T,0.002849002,1.171273,26/08/2020,-7.44974E+17,0.000683723,1,753.0425 +9577,T7S; L119H; M185I; L253V; E278V,0.003395525,1.4646277,26/08/2020,-7.44974E+17,0.001239376,1,750.1589 +9578,T7S; L58P; V71D; T81A; S220T,0.003719471,1.6134791,26/08/2020,-7.44974E+17,0.001489125,1,733.2261 +9579,T7S; P70S; Y144F; E153D,0.21618144,5.256686,26/08/2020,-7.44974E+17,0.235354171,1,21.85147 +9580,T7S; S160P; T196A,0.003968491,1.7066449,26/08/2020,-7.44974E+17,0.001739897,1,701.3379 +9581,T7S; T44I; E46D; S220T,0.031339273,4.4186106,26/08/2020,-7.44974E+17,0.030447977,1,166.79634 +9582,T7S; T72S; S220T; P270T,0.008350474,2.9032624,26/08/2020,-7.44974E+17,0.005748178,1,482.22916 +9583,T7S; T9S; T81I; N100I; S220T; L272P; A296T,0.006120683,2.435972,26/08/2020,-7.44974E+17,0.00382195,1,570.9454 +9584,T7S; V130M; F297S,0.004221617,1.7983584,26/08/2020,-7.44974E+17,0.002097578,1,691.6163 +9585,T7S; W115C; P164L,0.003805958,1.6666074,26/08/2020,-7.44974E+17,0.00163222,1,706.165 +9586,T7V,0.13185006,5.1668115,26/08/2020,-7.44974E+17,0.131975584,1,40.61498 +9587,T7W,0.06407859,4.8724155,26/08/2020,-7.44974E+17,0.063122129,1,86.65937 +9588,T7Y,0.05921836,4.4302855,26/08/2020,-7.44974E+17,0.059679764,5,73.77603 +9589,T81A; A140V; S220T,0.02501688,4.455808,26/08/2020,-7.44974E+17,0.023451323,2,200.31357 +9590,T81A; F217I; S220T,0.015703084,3.7414713,26/08/2020,-7.44974E+17,0.012643413,1,310.6149 +9591,T81A; I212F; S220T,0.1505996,5.2706885,26/08/2020,-7.44974E+17,0.15376757,1,35.22462 +9592,T81A; L182R; S220T,0.003156342,1.3663164,26/08/2020,-7.44974E+17,0.001074795,1,769.26416 +9593,T81A; R274H; S292P,0.004113917,1.7106116,26/08/2020,-7.44974E+17,0.001741828,1,702.6805 +9594,T81A; S220T; R247L; Q299L,0.096995935,5.002471,26/08/2020,-7.44974E+17,0.098335417,1,55.58631 +9595,T81A; W216R; S220T,0.18220209,5.237782,26/08/2020,-7.44974E+17,0.185995576,1,27.748177 +9596,T81C,0.012752876,6.530563,26/08/2020,-7.44974E+17,0.012136633,5,524.0772 +9597,T81D,0.00550042,2.2210555,26/08/2020,-7.44974E+17,0.003105742,1,615.6122 +9598,T81F,0.00450445,1.934167,26/08/2020,-7.44974E+17,0.002066198,1,685.9763 +9599,T81G,0.016832704,4.7000914,26/08/2020,-7.44974E+17,0.015233206,2,309.98074 +9600,T81H,0.011086571,5.5454535,26/08/2020,-7.44974E+17,0.010518863,4,520.97687 +9601,T81I,0.016958756,6.322301,26/08/2020,-7.44974E+17,0.01663514,4,383.2612 +9602,T81I; A127T; R148P; S220T; H230Y,0.028767982,4.322347,26/08/2020,-7.44974E+17,0.026093958,1,185.64441 +9603,V97P,0.006897507,2.5764823,26/08/2020,-7.44974E+17,0.00448699,1,531.8801 +9604,T81I; A180S; L193P; E254D,0.002653259,1.0033176,26/08/2020,-7.44974E+17,0.000449569,1,746.3239 +9605,T81I; G120V; A169V; A180S; S220T; R258H,0.002920545,1.242935,26/08/2020,-7.44974E+17,0.000816987,1,785.44116 +9606,T81I; I128N; R148P; S220T; H230Y,0.006465723,2.4641623,26/08/2020,-7.44974E+17,0.003998281,1,566.9214 +9607,T81I; L161Q; F166C; S220T,0.00271865,1.1098837,26/08/2020,-7.44974E+17,0.000627464,1,766.5391 +9608,T81I; M129L; S220T; L222P,0.00387897,1.6716988,26/08/2020,-7.44974E+17,0.001677013,1,689.1778 +9609,T81I; M82T; D95E; A174V; R274H; M291L,0.002219391,1.2649599,26/08/2020,-7.44974E+17,0.00111173,2,821.9442 +9610,T81I; S145T; L222V; A277V; Y294C,0.002915088,1.2681482,26/08/2020,-7.44974E+17,0.000869291,1,787.1832 +9611,T81K,0.012216326,3.605296,26/08/2020,-7.44974E+17,0.01117941,2,339.22018 +9612,T81L,0.004663792,1.9585778,26/08/2020,-7.44974E+17,0.002544436,1,645.72943 +9613,T81M,0.011210199,4.3955264,26/08/2020,-7.44974E+17,0.010385616,3,420.56042 +9614,T81N,0.028610755,5.6472917,26/08/2020,-7.44974E+17,0.028459263,5,199.40326 +9615,T81N; M129I; F166L; S220T,0.00497058,2.0826564,26/08/2020,-7.44974E+17,0.002829717,1,631.7745 +9616,T81P,0.004873697,2.039807,26/08/2020,-7.44974E+17,0.002860152,1,632.4713 +9617,T81P; N100S; R137S; S220T; H271Y,0.003070852,1.3356243,26/08/2020,-7.44974E+17,0.001032046,1,754.1225 +9618,T81P; Y83F; A174S; M185L,0.002521027,0.9675298,26/08/2020,-7.44974E+17,0.000391837,1,765.78656 +9619,T81R,0.021442942,4.1661243,26/08/2020,-7.44974E+17,0.018451909,1,244.3747 +9620,T81S,0.28636017,1.0798955,26/08/2020,-7.44974E+17,0.269193458,5,2.9761946 +9621,T81S; A92V; S220T; H230Y,0.7888508,16.472132,26/08/2020,-7.44974E+17,0.809458463,10,4.3266306 +9622,T81S; D125E; S220T; S292P,0.002595042,1.1163012,26/08/2020,-7.44974E+17,0.000606879,1,813.205 +9623,T81S; D170Y; S225T,0.003466882,1.5368966,26/08/2020,-7.44974E+17,0.00125599,1,750.84863 +9624,T81S; E108D; T172A; L182Q; A228V; K236T,0.002634806,1.0540276,26/08/2020,-7.44974E+17,0.000560466,1,805.83997 +9625,T81S; E153K; T172R; L173Q; A229T; A259T,0.002564403,1.0053656,26/08/2020,-7.44974E+17,0.000434621,1,810.47363 +9626,T81S; G136C; S220T; V250M,0.002301942,0.89148694,26/08/2020,-7.44974E+17,0.000380036,1,766.06805 +9627,T81S; I128F; S220T; D235G; A260T,0.003017417,1.1995746,26/08/2020,-7.44974E+17,0.000748831,1,751.8509 +9628,T81S; L101P,0.002700669,1.0879399,26/08/2020,-7.44974E+17,0.000570914,1,802.20996 +9629,T81S; L167H; L182Q; S220T; A252V,0.003214621,1.420594,26/08/2020,-7.44974E+17,0.001156069,1,761.3672 +9630,T81S; N102S; S220T,0.25869957,5.2112246,26/08/2020,-7.44974E+17,0.28628076,1,16.716671 +9631,T81S; R148P; S160T; S220T; H230Y,0.45057052,5.6517315,26/08/2020,-7.44974E+17,0.515748841,1,7.10425 +9632,T81S; R148P; S220T; H230Y; L246P,0.002100224,0.7376743,26/08/2020,-7.44974E+17,0.000193579,1,777.93634 +9633,T81S; S220T,0.62962306,8.00613,26/08/2020,-7.44974E+17,0.678031024,3,4.548674 +9634,T81S; T245P; L253Q; V276A; F297I; Q299H,0.002897887,1.2056035,26/08/2020,-7.44974E+17,0.000709754,1,753.8239 +9635,T81S; V141L; R148P; S220T; H230Y; Q283H,0.6562336,5.665478,26/08/2020,-7.44974E+17,0.793792249,1,2.650912 +9636,T81V,0.032334432,4.482672,26/08/2020,-7.44974E+17,0.03027821,1,166.0866 +9637,T81W,0.001786067,1.446188,26/08/2020,-7.44974E+17,0.000954495,3,1038.5554 +9638,T81Y,0.005698549,2.2775815,26/08/2020,-7.44974E+17,0.003090608,1,618.54004 +9639,T9A,0.10053576,5.079853,26/08/2020,-7.44974E+17,0.098877324,1,54.627388 +9640,T9A; A13P; L93P; Q107H; Y186C; Q194E; V199M; A259T; Q263H,0.005029542,2.055196,26/08/2020,-7.44974E+17,0.002631504,1,649.7567 +9641,T9A; A149T; P164L; S220T; I256T; L269S,0.002999972,1.2581909,26/08/2020,-7.44974E+17,0.000875508,1,740.1311 +9642,T9A; E29G; A112V; D147G; S205G; E254K; D287Y,0.001984091,0.6679629,26/08/2020,-7.44974E+17,0.000124808,1,789.6994 +9643,T9A; E91D; Y144C; T196M; S220T; S301G,0.002960838,1.2917906,26/08/2020,-7.44974E+17,0.000975373,1,767.8224 +9644,T9A; F142L; S220T,0.4708633,5.491501,26/08/2020,-7.44974E+17,0.54928425,1,6.3392763 +9645,T9A; F86Y; V99D; S267T; S301N,0.00281215,1.1984855,26/08/2020,-7.44974E+17,0.000730425,1,758.0651 +9646,T9A; G35D; S67R; A149T; G168R,0.002306567,0.8086298,26/08/2020,-7.44974E+17,0.000230799,1,806.85516 +9647,T9A; G87S; E91K; A210V,0.14365126,5.1009154,26/08/2020,-7.44974E+17,0.149768496,1,35.692905 +9648,T9A; L25P,0.002437766,0.81678516,26/08/2020,-7.44974E+17,0.000262609,1,770.7289 +9649,T9A; N289S,0.131583,0.5701825,26/08/2020,-7.44974E+17,0.102167973,10,4.321897 +9650,T9A; N78K; L167R; T172S; L243Q,0.00198995,0.6694509,26/08/2020,-7.44974E+17,0.000144561,1,757.239 +9651,T9A; R43C; S220T,0.004491443,1.8993729,26/08/2020,-7.44974E+17,0.002071172,1,664.7883 +9652,T9A; R90C; T172P; V232A; L253R; H266Y; V281A,0.002908225,1.2088392,26/08/2020,-7.44974E+17,0.000728327,1,739.335 +9653,T9A; R96L; I212N; V265I,0.050077952,4.781068,26/08/2020,-7.44974E+17,0.046981995,1,111.493904 +9654,T9A; S11L; D64G; S220T; L272P; M291L,0.003532484,1.5284863,26/08/2020,-7.44974E+17,0.001291976,1,733.41003 +9655,T9A; S220T,0.6360322,5.294565,26/08/2020,-7.44974E+17,0.69229714,2,2.849548 +9656,T9A; V15D; D95G; L98Q; R110G; E268K,0.00293837,1.2762605,26/08/2020,-7.44974E+17,0.000868497,1,768.96356 +9657,T9A; V18A; Y186H,0.003172999,1.2834439,26/08/2020,-7.44974E+17,0.00085145,1,739.5931 +9658,T9D,0.20561744,6.374372,26/08/2020,-7.44974E+17,0.205028629,5,25.258348 +9659,T9E,0.10562594,6.304369,26/08/2020,-7.44974E+17,0.104149749,2,58.04009 +9660,T9F,0.05092595,5.873385,26/08/2020,-7.44974E+17,0.050035587,2,120.10224 +9661,T9H,0.14106187,6.289353,26/08/2020,-7.44974E+17,0.141301482,3,40.367878 +9662,T9I,0.10544871,2.9563367,26/08/2020,-7.44974E+17,0.10418216,2,29.65436 +9663,T9I; A169T; A303D,0.09129232,0.9487891,26/08/2020,-7.44974E+17,0.08376751,10,10.40828 +9664,T9I; A277I,0.002499115,1.0668232,26/08/2020,-7.44974E+17,0.000598333,1,798.9865 +9665,T9I; D64V; V113A; S220T; A223V; L234F,0.003661866,1.6013715,26/08/2020,-7.44974E+17,0.001432631,1,728.261 +9666,T9I; K34E; G104C; M184L; Y186C; D211Y; P219R,0.002230882,0.96741843,26/08/2020,-7.44974E+17,0.000417104,1,833.44904 +9667,T9I; K34M; V71D; C75Y; F86Y; W115L; I212N; K298M; S301N,0.00219163,0.7922207,26/08/2020,-7.44974E+17,0.000220954,1,787.1333 +9668,T9I; L25I; V52A; S61P; A218T,0.003418532,1.4934675,26/08/2020,-7.44974E+17,0.001272304,1,744.79877 +9669,T9I; Q194H; S220T,0.3827222,5.377066,26/08/2020,-7.44974E+17,0.432465861,1,9.183825 +9670,T9I; T81S; S220T,0.55987585,5.8179817,26/08/2020,-7.44974E+17,0.657906876,1,4.3813224 +9671,T9K,0.15171848,4.9887214,26/08/2020,-7.44974E+17,0.152167974,2,30.221556 +9672,T9N; A127V; L198R; A252T; V265E,0.00347843,1.5395738,26/08/2020,-7.44974E+17,0.00133839,1,714.23035 +9673,T9N; L32H; I73N; D95V; R96S,0.002861107,1.1692511,26/08/2020,-7.44974E+17,0.000738295,1,786.0062 +9674,T9N; T172P; L181S; S220T; A231V,0.003319834,1.3979032,26/08/2020,-7.44974E+17,0.001055165,1,771.4576 +9675,T9N; V15C,0.068085715,4.7731657,26/08/2020,-7.44974E+17,0.068512174,1,79.07852 +9676,T9N; Y79N; L119F; S220T,0.064352125,4.807755,26/08/2020,-7.44974E+17,0.064483202,1,85.759995 +9677,T9P; D64N; S220T; S225T; A252S,0.018179927,3.770611,26/08/2020,-7.44974E+17,0.016594928,1,259.2856 +9678,T9P; I62F; T72S; R90L; H285L,0.004624513,1.9481741,26/08/2020,-7.44974E+17,0.002175436,1,676.69366 +9679,T9P; R94H; K236I; M273L,0.004804858,2.0353622,26/08/2020,-7.44974E+17,0.002774067,1,645.11096 +9680,T9Q,0.071967855,4.9808345,26/08/2020,-7.44974E+17,0.069587834,1,77.28984 +9681,T9R,0.22589402,6.273574,26/08/2020,-7.44974E+17,0.235371565,2,22.901386 +9682,T9R; E261Q,0.46067137,3.164569,26/08/2020,-7.44974E+17,0.460267656,125,3.7060769 +9683,T9S,0.30599847,4.0369906,26/08/2020,-7.44974E+17,0.313132004,3,9.702175 +9684,T9S; A13T,0.08135886,0.6734579,26/08/2020,-7.44974E+17,0.073466817,10,8.692781 +9685,T9S; A149G; E295G,0.003043095,1.3292931,26/08/2020,-7.44974E+17,0.000885707,1,756.5299 +9686,T9S; A59T; S103T; A149V; T179A; L189F; N289S,0.004290198,1.8111134,26/08/2020,-7.44974E+17,0.002172461,1,662.61316 +9687,T9S; A65V; T105I; S220T,0.003108276,1.3722143,26/08/2020,-7.44974E+17,0.000954995,1,762.78986 +9688,T9S; G168E; A218V,0.009503935,3.1185548,26/08/2020,-7.44974E+17,0.006908331,1,441.91037 +9689,T9S; I62V; S103T; L176S,0.00356395,1.4755335,26/08/2020,-7.44974E+17,0.001188775,1,734.60175 +9690,T9S; L151Q; S220T; N249S; E295V,0.002343269,0.8991605,26/08/2020,-7.44974E+17,0.000349012,1,771.9699 +9691,T9S; L25I; L31S; R43P; L119P; L124H; S201P,0.005572507,2.27557,26/08/2020,-7.44974E+17,0.003462019,1,596.55304 +9692,T9S; L269S,0.025651047,4.275097,26/08/2020,-7.44974E+17,0.023091875,1,206.5691 +9693,T9S; M23T; A48T; L182R; M248L,0.009332297,2.9844506,26/08/2020,-7.44974E+17,0.006808343,1,452.15222 +9694,T9S; N178S; V204L; S220T; M248K; E268V; M273L,0.003352663,1.4667953,26/08/2020,-7.44974E+17,0.001332126,1,723.12256 +9695,T9S; N77I; P132Q; L181V; S205N; S220T; E254D,0.002823027,1.139339,26/08/2020,-7.44974E+17,0.00063006,1,787.7083 +9696,T9S; S117F; L176S; M185T,0.001825328,0.6543888,26/08/2020,-7.44974E+17,0.000145045,1,792.2299 +9697,T9S; S220T; H230Y; A277G,0.62227255,5.7558985,26/08/2020,-7.44974E+17,0.751026112,1,3.1605992 +9698,T9S; T105A; L227P; D235G; A260T; M291I,0.001881419,0.56353354,26/08/2020,-7.44974E+17,6.42E-05,1,735.3638 +9699,T9S; T72A; D287E,0.010905747,3.2466757,26/08/2020,-7.44974E+17,0.009134447,1,386.25684 +9700,T9S; T81I; R148P; S220T; H230Y,0.20357007,5.279716,26/08/2020,-7.44974E+17,0.216473865,1,23.71276 +9701,T9S; V85A; G120C; A257V,0.005042536,2.1811202,26/08/2020,-7.44974E+17,0.003007057,1,629.52277 +9702,T9S; V85D; T105I; L253R,0.002034361,0.72047013,26/08/2020,-7.44974E+17,0.000195776,1,768.4324 +9703,T9S; W41R; A228P,0.002330592,0.84558225,26/08/2020,-7.44974E+17,0.000295958,1,746.34094 +9704,T9V,0.15683106,5.193894,26/08/2020,-7.44974E+17,0.161764606,1,32.26361 +9705,T9W,0.05116425,5.3069706,26/08/2020,-7.44974E+17,0.051002476,2,109.43356 +9706,V109A,0.09775184,1.9978902,26/08/2020,-7.44974E+17,0.101388122,2,22.446016 +9707,V109A; A257C,0.041644596,4.6764317,26/08/2020,-7.44974E+17,0.038428386,1,133.54608 +9708,V109A; H154L; S220T,0.021654751,4.0459876,26/08/2020,-7.44974E+17,0.019071485,1,234.21289 +9709,V109A; I128F; S220T,0.003128162,1.4067274,26/08/2020,-7.44974E+17,0.001147464,1,763.1761 +9710,V109A; L134P; S220T,0.003932484,1.7566897,26/08/2020,-7.44974E+17,0.00205807,1,696.43964 +9711,V109A; P270I,0.003508958,1.4918905,26/08/2020,-7.44974E+17,0.001208857,1,733.08575 +9712,V109A; R148P; F166Y; L173Q; S220T; H230Y,0.088255264,5.1167235,26/08/2020,-7.44974E+17,0.087035842,1,63.285248 +9713,V109A; S220T; M248K,0.002858964,1.2376732,26/08/2020,-7.44974E+17,0.00083676,1,764.5125 +9714,V109A; V130A; S220T; V221L; A260G; D287E,0.003305213,1.4130375,26/08/2020,-7.44974E+17,0.001202368,1,722.9617 +9715,V109C,0.038159497,5.5933046,26/08/2020,-7.44974E+17,0.038499662,2,155.06122 +9716,V109D,0.001164114,1.1952155,26/08/2020,-7.44974E+17,0.000589416,4,1247.1863 +9717,V109E,0.011802278,0.55806875,26/08/2020,-7.44974E+17,0.011717991,8,58.863144 +9718,V109E; A229V; K236R; P240S; S267P,0.002557103,1.0445902,26/08/2020,-7.44974E+17,0.00057892,1,745.4095 +9719,V109E; L214P; S220T; K298M,0.002261143,1.4129139,26/08/2020,-7.44974E+17,0.001128644,2,858.2506 +9720,V109E; P132Q; W216L,0.00207317,0.7948196,26/08/2020,-7.44974E+17,0.000263174,1,797.0228 +9721,V109E; S220T; H230Y,0.024379008,4.18526,26/08/2020,-7.44974E+17,0.022705529,1,209.64937 +9722,V109E; V135E,0.001948962,0.6938399,26/08/2020,-7.44974E+17,0.000148084,1,821.42487 +9723,V109F,0.00255381,1.7704248,26/08/2020,-7.44974E+17,0.002154729,5,785.3797 +9724,V109G,0.006574752,0.7670289,26/08/2020,-7.44974E+17,0.006204517,7,139.66223 +9725,V109H,0.010150376,0.77685356,26/08/2020,-7.44974E+17,0.009780755,6,93.99301 +9726,V109H; A112S,0.002590763,0.9918614,26/08/2020,-7.44974E+17,0.000461998,1,776.3188 +9727,V109I,0.005426941,4.6613646,26/08/2020,-7.44974E+17,0.00511183,6,889.902 +9728,V109K,0.004596325,0.6055213,26/08/2020,-7.44974E+17,0.004323667,8,162.41588 +9729,V109L,0.002231837,1.0942519,26/08/2020,-7.44974E+17,0.001990441,8,557.3869 +9730,V109L; L173M,0.004759797,1.9501946,26/08/2020,-7.44974E+17,0.002286224,1,633.341 +9731,V109L; N190D; A229E; V232D,0.004543964,1.9220164,26/08/2020,-7.44974E+17,0.002310244,1,659.97144 +9732,V109L; R165G,0.003850176,1.6246275,26/08/2020,-7.44974E+17,0.001513226,1,708.2441 +9733,V109M,0.002569199,1.1402999,26/08/2020,-7.44974E+17,0.002034276,4,556.1384 +9734,V109M; A111V,0.014023887,3.5934293,26/08/2020,-7.44974E+17,0.011439991,1,328.62918 +9735,V109M; D147E; Y186H; G200E; S220T; L253M; I256V,0.003677181,1.5921167,26/08/2020,-7.44974E+17,0.001459719,1,714.2071 +9736,V109M; G146C; S220T,0.00251431,1.5162241,26/08/2020,-7.44974E+17,0.001235726,2,865.7407 +9737,V109M; N249I; Y294H,0.003680781,1.5618385,26/08/2020,-7.44974E+17,0.001375861,1,742.2635 +9738,V109N,0.001954843,1.3609285,26/08/2020,-7.44974E+17,0.001298193,4,859.4088 +9739,V109P,0.001520669,1.6818283,26/08/2020,-7.44974E+17,0.001108027,6,1243.3479 +9740,V109Q,0.002219522,2.1666715,26/08/2020,-7.44974E+17,0.001646147,4,1102.9182 +9741,V109R,0.005091323,0.991273,26/08/2020,-7.44974E+17,0.004728618,9,219.4095 +9742,V109S,0.022109516,6.4120154,26/08/2020,-7.44974E+17,0.02176815,5,294.72528 +9743,V113A; R122C; N238Y; S267T,0.007166239,2.6193361,26/08/2020,-7.44974E+17,0.005344553,1,499.54285 +9744,V113C,0.08108291,1.7283328,26/08/2020,-7.44974E+17,0.081057034,9,20.899378 +9745,V113D,0.03334569,3.9652698,26/08/2020,-7.44974E+17,0.031832093,3,126.32518 +9746,V113E,0.07215295,0.58373964,26/08/2020,-7.44974E+17,0.077022647,8,8.988476 +9747,V113E; A169T; S220T,0.49570474,5.6639566,26/08/2020,-7.44974E+17,0.581066268,1,5.6659546 +9748,V113E; D139G; Y177H; A210T,0.004884522,2.025676,26/08/2020,-7.44974E+17,0.002596811,1,657.7012 +9749,V113E; D163V,0.026046365,4.2360334,26/08/2020,-7.44974E+17,0.024098987,1,198.33807 +9750,V113E; D170N; A197V; S220T,0.004548183,1.936171,26/08/2020,-7.44974E+17,0.002402427,1,670.29663 +9751,V113E; G146S; H154Q; S220T,0.004173912,1.8049245,26/08/2020,-7.44974E+17,0.001862501,1,717.7458 +9752,V113E; R148P; S220T; A231D,0.003879803,1.6755247,26/08/2020,-7.44974E+17,0.001725667,1,712.75757 +9753,V113E; S220T; P240L; S292P,0.003390507,1.4722674,26/08/2020,-7.44974E+17,0.001358212,1,728.8834 +9754,V113F,0.025437087,5.3842807,26/08/2020,-7.44974E+17,0.024526741,3,221.77275 +9755,V113G,0.030036764,2.138898,26/08/2020,-7.44974E+17,0.029447431,6,75.46372 +9756,V113G; G146D; S220T,0.003041938,1.1559823,26/08/2020,-7.44974E+17,0.000642951,1,779.2156 +9757,V113H,0.03898407,4.6083684,26/08/2020,-7.44974E+17,0.035947558,1,139.83704 +9758,V113I,0.09592093,2.2904694,26/08/2020,-7.44974E+17,0.095989934,7,22.977373 +9759,V113I; G136C; M291L,0.006395655,2.469416,26/08/2020,-7.44974E+17,0.004083498,1,560.6634 +9760,V113I; G215S,0.114648566,1.2194182,26/08/2020,-7.44974E+17,0.122068151,2,12.531549 +9761,V113I; N190D; S220T; D233N,0.26878682,5.302276,26/08/2020,-7.44974E+17,0.291345868,1,16.332584 +9762,V113I; P171L; G284D,0.002822727,1.1924003,26/08/2020,-7.44974E+17,0.000755813,1,774.81177 +9763,V113I; R148P; S220T; H230Y,0.585101,5.7622976,26/08/2020,-7.44974E+17,0.697790241,1,3.8696897 +9764,V113I; S220T; H230Y,0.61914676,5.8392735,26/08/2020,-7.44974E+17,0.746673799,1,3.2448926 +9765,V113K,0.0343021,1.8471471,26/08/2020,-7.44974E+17,0.033686733,5,58.590782 +9766,V113K; D118Y,0.013639121,1.89862,26/08/2020,-7.44974E+17,0.012541575,2,179.57077 +9767,V113L,0.08099711,0.6758788,26/08/2020,-7.44974E+17,0.084337722,6,9.402658 +9768,V113L; S220T,0.5311729,5.6115084,26/08/2020,-7.44974E+17,0.630433679,1,4.8557954 +9769,V113L; S220T; H230Y,0.6928774,11.639969,26/08/2020,-7.44974E+17,0.706432164,10,5.0946007 +9770,V113M,0.06103577,1.099565,26/08/2020,-7.44974E+17,0.058525917,3,22.868462 +9771,V113N,0.052773595,1.3147774,26/08/2020,-7.44974E+17,0.052144151,5,27.29924 +9772,V113P,0.003453504,2.641281,26/08/2020,-7.44974E+17,0.002998385,6,819.1255 +9773,V113Q,0.060449935,1.1873406,26/08/2020,-7.44974E+17,0.060258739,6,21.09148 +9774,V113S,0.040461276,2.911352,26/08/2020,-7.44974E+17,0.039791997,7,72.56203 +9775,V113T,0.05634459,5.0888968,26/08/2020,-7.44974E+17,0.055847795,3,90.964516 +9776,V113W,0.03518357,1.17299,26/08/2020,-7.44974E+17,0.03515582,3,41.730934 +9777,V113Y,0.055878095,1.4034967,26/08/2020,-7.44974E+17,0.055592641,7,26.226854 +9778,V130A,0.07634014,5.888239,26/08/2020,-7.44974E+17,0.077235205,4,74.21573 +9779,V130A; K236Q; R279G,0.010319416,3.0801358,26/08/2020,-7.44974E+17,0.008080906,1,403.4957 +9780,V130A; L151Q,0.007281354,2.7008781,26/08/2020,-7.44974E+17,0.004919144,1,534.3016 +9781,V130A; P131L; L158F; A195T,0.002130818,0.754903,26/08/2020,-7.44974E+17,0.000199602,1,770.66907 +9782,V130A; Q194L,0.26679796,5.34749,26/08/2020,-7.44974E+17,0.286721417,1,16.397964 +9783,V130A; R148P; F166L; S220T; H230Y,0.01565168,3.764298,26/08/2020,-7.44974E+17,0.012360776,1,309.75253 +9784,V130A; S220T,0.045159053,4.837622,26/08/2020,-7.44974E+17,0.042219526,2,114.35595 +9785,V130C,0.14693105,6.2725596,26/08/2020,-7.44974E+17,0.150114993,2,39.221672 +9786,V130D,0.004615303,2.8693774,26/08/2020,-7.44974E+17,0.003826619,3,700.91095 +9787,V130E,0.008966139,2.9695199,26/08/2020,-7.44974E+17,0.00642121,1,458.7868 +9788,V130E; E208V,0.00394733,1.7568427,26/08/2020,-7.44974E+17,0.001778192,1,700.64124 +9789,V130E; L134M; M185V,0.006736962,2.5373387,26/08/2020,-7.44974E+17,0.004299758,1,532.47174 +9790,V130E; L234H; N249K,0.001916185,0.6537245,26/08/2020,-7.44974E+17,0.000119293,1,771.6898 +9791,V130E; S145W; A149V; N178S; K298R,0.002429478,1.0825334,26/08/2020,-7.44974E+17,0.000590133,1,804.1136 +9792,V130F,0.019833492,4.472858,26/08/2020,-7.44974E+17,0.01843882,2,252.08038 +9793,V130G,0.033258367,4.968384,26/08/2020,-7.44974E+17,0.032844442,2,160.83632 +9794,V130G; K298M,0.003735321,1.5856285,26/08/2020,-7.44974E+17,0.001438645,1,711.64355 +9795,V130G; P164Q; S220T; P270Q,0.002634785,0.99864376,26/08/2020,-7.44974E+17,0.000487416,1,779.8781 +9796,V130G; S220T; F297L,0.017971687,3.9452088,26/08/2020,-7.44974E+17,0.015208364,1,279.4319 +9797,V130H,0.017000377,5.8133235,26/08/2020,-7.44974E+17,0.016340131,4,353.4872 +9798,V130I,0.060275026,4.191143,26/08/2020,-7.44974E+17,0.057882763,3,71.003845 +9799,V130K,0.012879125,3.4588046,26/08/2020,-7.44974E+17,0.010406286,1,353.2797 +9800,V130M,0.02135242,4.1208024,26/08/2020,-7.44974E+17,0.018489297,1,242.11134 +9801,V130M; A296Y,0.031713292,4.3690877,26/08/2020,-7.44974E+17,0.03020124,1,164.24622 +9802,V130M; E153V; S220T; A259T; Q299L,0.011320351,3.2465641,26/08/2020,-7.44974E+17,0.009134613,1,389.9415 +9803,V130M; L134P; V141I; K298R,0.00429021,1.8357503,26/08/2020,-7.44974E+17,0.002104751,1,676.5252 +9804,V130M; M185K; S267L,0.003230774,1.3301551,26/08/2020,-7.44974E+17,0.000895674,1,772.6127 +9805,V130M; S220T,0.010558834,3.8380911,26/08/2020,-7.44974E+17,0.009436068,2,416.6359 +9806,V130M; S220T; S292T,0.004136631,1.7333891,26/08/2020,-7.44974E+17,0.001685388,1,700.11957 +9807,V130M; V135I; G168E; S220T,0.00254712,1.0808605,26/08/2020,-7.44974E+17,0.000661225,1,825.74554 +9808,V130N,0.050469667,4.8171463,26/08/2020,-7.44974E+17,0.0470864,1,110.580925 +9809,V130P,0.007505936,2.7377715,26/08/2020,-7.44974E+17,0.005220454,1,515.6431 +9810,V130Q,0.011182074,3.6359851,26/08/2020,-7.44974E+17,0.00994542,2,372.232 +9811,V130R,0.002326817,1.4341365,26/08/2020,-7.44974E+17,0.001169817,2,879.854 +9812,V130S,0.03421794,4.966248,26/08/2020,-7.44974E+17,0.033778647,2,155.88858 +9813,V130T,0.022773093,6.984543,26/08/2020,-7.44974E+17,0.022394634,4,312.01166 +9814,V130W,0.005123229,2.3956528,26/08/2020,-7.44974E+17,0.004123537,2,569.53186 +9815,V135A,0.01406973,3.6690142,26/08/2020,-7.44974E+17,0.011916309,1,337.04715 +9816,V135A; D152Y; S220T,0.008281095,2.8104072,26/08/2020,-7.44974E+17,0.006339956,1,464.41306 +9817,V135A; G146C; L193H; S220T; V250E; L272P,0.002467637,1.0170757,26/08/2020,-7.44974E+17,0.00048802,1,812.5669 +9818,V135A; G168E; S220T,0.00346095,1.476121,26/08/2020,-7.44974E+17,0.001197913,1,729.74713 +9819,V135A; H154L,0.00462997,1.9430758,26/08/2020,-7.44974E+17,0.00233388,1,655.6061 +9820,V135A; P240L; G241D; L269F; E275D,0.003126157,1.3906286,26/08/2020,-7.44974E+17,0.001110944,1,741.79193 +9821,V135A; R148P; S220T; H230Y; A257V,0.18555252,5.1491537,26/08/2020,-7.44974E+17,0.196350701,1,26.2884 +9822,V135A; R165P; S220T,0.002450482,1.0201038,26/08/2020,-7.44974E+17,0.0005548,1,777.35144 +9823,V135A; R279H,0.004139869,1.7084451,26/08/2020,-7.44974E+17,0.001798668,1,677.675 +9824,V135A; S220T; G241C,0.007360595,2.7295623,26/08/2020,-7.44974E+17,0.00495167,1,516.58075 +9825,V135A; S220T; I256V; A259V,0.004349587,1.8148504,26/08/2020,-7.44974E+17,0.002161463,1,673.5947 +9826,V135A; S220T; Q263R; N289I,0.002590849,1.0357171,26/08/2020,-7.44974E+17,0.00054983,1,809.801 +9827,V135D,0.003578771,1.6452695,26/08/2020,-7.44974E+17,0.002269692,2,619.98834 +9828,V135E,0.001671879,1.4974227,26/08/2020,-7.44974E+17,0.001069509,4,1065.833 +9829,V135E; D163E; L198P; S220T,0.002755798,1.1335534,26/08/2020,-7.44974E+17,0.000653687,1,762.827 +9830,V135E; L151P; A156T; A296T,0.003247074,1.4003202,26/08/2020,-7.44974E+17,0.001085922,1,788.5261 +9831,V135E; P138T; P164T; S220T,0.002508957,0.9312276,26/08/2020,-7.44974E+17,0.000386167,1,780.68567 +9832,V135E; R148P; S220T; H230Y,0.002538535,0.98267066,26/08/2020,-7.44974E+17,0.000479832,1,791.47943 +9833,V135F,0.001440898,1.0093036,26/08/2020,-7.44974E+17,0.00064781,3,959.3652 +9834,V135G,0.001583257,1.6032121,26/08/2020,-7.44974E+17,0.000982771,4,1203.9475 +9835,V135I,0.14092028,5.2267694,26/08/2020,-7.44974E+17,0.14338586,1,37.74482 +9836,V135I; A140T,0.058216266,4.771611,26/08/2020,-7.44974E+17,0.057622672,1,94.601494 +9837,V135I; D147V; L167P; A231G; L253P; Y290N,0.002525599,0.9819994,26/08/2020,-7.44974E+17,0.000472898,1,741.86084 +9838,V135I; D152V; G244D; E254V; E278G,0.003709313,1.60413,26/08/2020,-7.44974E+17,0.001689512,1,698.5568 +9839,V135I; F142I; F166I; G215D,0.004293071,1.820818,26/08/2020,-7.44974E+17,0.001987775,1,655.8775 +9840,V135I; L151P; A202E; S220T,0.004355602,1.8356974,26/08/2020,-7.44974E+17,0.001961386,1,700.01605 +9841,V135I; L167P; T207S; A213T; S220T,0.002302257,1.3623888,26/08/2020,-7.44974E+17,0.001127591,2,829.9305 +9842,V135I; M248V,0.006832204,2.5573623,26/08/2020,-7.44974E+17,0.004682096,1,534.0049 +9843,V135I; R148P; S220T; H230Y,0.5578519,5.9477053,26/08/2020,-7.44974E+17,0.64874273,1,4.4964395 +9844,V135I; R274H; M291V,0.016822312,3.8811371,26/08/2020,-7.44974E+17,0.01403101,1,292.13284 +9845,V135I; S220T,0.5730595,6.80272,26/08/2020,-7.44974E+17,0.624468606,2,4.898491 +9846,V135K,0.001311941,1.1745179,26/08/2020,-7.44974E+17,0.000698216,4,1127.9016 +9847,V135L,0.029030992,4.2791524,26/08/2020,-7.44974E+17,0.027794524,2,162.16586 +9848,V135L; D139Y,0.001769606,1.1125695,26/08/2020,-7.44974E+17,0.000673386,2,936.13916 +9849,V135L; D152G; S205G; S220T; A257T,0.002803528,1.1176618,26/08/2020,-7.44974E+17,0.000573429,1,792.79694 +9850,V135L; G136D,0.003414752,1.4525337,26/08/2020,-7.44974E+17,0.001228259,1,731.2497 +9851,V135L; V265E,0.002437755,0.91230935,26/08/2020,-7.44974E+17,0.00038937,1,801.49274 +9852,V135M,0.012192054,3.4172294,26/08/2020,-7.44974E+17,0.009536767,1,372.91443 +9853,V135N,0.00204925,1.2270038,26/08/2020,-7.44974E+17,0.000773851,2,852.07715 +9854,V135P,0.003629707,1.5844905,26/08/2020,-7.44974E+17,0.001453962,1,725.67914 +9855,V135Q,0.001655762,0.9827793,26/08/2020,-7.44974E+17,0.000504172,2,923.8116 +9856,V135S,0.001848001,1.7167474,26/08/2020,-7.44974E+17,0.001194057,4,1090.0571 +9857,V135S; V141L,0.011103938,3.2608232,26/08/2020,-7.44974E+17,0.008751032,1,389.55798 +9858,V135T,0.012895494,4.228184,26/08/2020,-7.44974E+17,0.011798955,2,372.87073 +9859,V135W,0.001959272,1.1250523,26/08/2020,-7.44974E+17,0.000865297,2,848.85443 +9860,V135Y,0.001377696,1.1012505,26/08/2020,-7.44974E+17,0.000620153,3,1077.7465 +9861,V141A,0.06653088,5.146689,26/08/2020,-7.44974E+17,0.065383032,2,79.60937 +9862,V141A; E153V,0.007150705,2.6110907,26/08/2020,-7.44974E+17,0.004915355,1,523.3624 +9863,V141A; L173P; S220T,0.003631497,1.617734,26/08/2020,-7.44974E+17,0.001546529,1,729.7666 +9864,V141A; S220T,0.5337654,5.576329,26/08/2020,-7.44974E+17,0.629179224,1,4.815462 +9865,V141A; V175E; T188A; V199M; G286R,0.004087248,1.6619934,26/08/2020,-7.44974E+17,0.001657694,1,723.04004 +9866,V141A; Y144F; V150A; Y239N; E254D,0.002816073,1.0248145,26/08/2020,-7.44974E+17,0.000479093,1,770.7206 +9867,V141A; Y239E,0.002502884,1.0178486,26/08/2020,-7.44974E+17,0.000438386,1,814.25494 +9868,V141D,0.005571012,2.245567,26/08/2020,-7.44974E+17,0.003633649,1,595.3544 +9869,V141E,0.01592014,4.6626544,26/08/2020,-7.44974E+17,0.014688789,2,325.11115 +9870,V141E; A218V; S220T,0.06298656,4.8887296,26/08/2020,-7.44974E+17,0.06054466,1,88.44546 +9871,V141E; G203A; S220T,0.005280461,2.104602,26/08/2020,-7.44974E+17,0.002866567,1,628.7647 +9872,V141E; R165H; S220T,0.038277958,4.5326824,26/08/2020,-7.44974E+17,0.034938228,1,142.79651 +9873,V141E; S160L; S220T,0.00251596,1.08125,26/08/2020,-7.44974E+17,0.000597328,1,844.1607 +9874,V141E; S220T; H285R,0.002769126,1.0886558,26/08/2020,-7.44974E+17,0.000510976,1,834.4075 +9875,V141E; V150L; L167H; S220T,0.004448663,1.7903744,26/08/2020,-7.44974E+17,0.001881992,1,688.8874 +9876,V141F,0.03412492,4.5456553,26/08/2020,-7.44974E+17,0.030535203,1,158.57558 +9877,V141H,0.017147532,4.662879,26/08/2020,-7.44974E+17,0.016472314,2,301.60107 +9878,V141I,0.10905114,4.022023,26/08/2020,-7.44974E+17,0.107760092,2,37.13943 +9879,V141I; L182P; S220T; V232D; I256V,0.003592134,1.5970321,26/08/2020,-7.44974E+17,0.001531364,1,718.07916 +9880,V141I; M248T; A296V,0.003001836,1.3323255,26/08/2020,-7.44974E+17,0.00102495,1,774.60596 +9881,V141I; R148P; Q194H; S220T; H230Y; Q263R,0.5222899,5.6879354,26/08/2020,-7.44974E+17,0.609955231,1,5.120597 +9882,V141I; R148P; S220T; V221M; H230Y,0.43656835,5.2797155,26/08/2020,-7.44974E+17,0.47073216,2,6.9873185 +9883,V141I; S145H,0.003072021,1.2966771,26/08/2020,-7.44974E+17,0.000934018,1,750.8899 +9884,V141I; S220T; E261D,0.55479014,5.922442,26/08/2020,-7.44974E+17,0.647136577,1,4.5737023 +9885,V141I; S220T; M248T; A252P,0.002971941,1.296506,26/08/2020,-7.44974E+17,0.001023519,1,755.59265 +9886,V141L,0.10844587,6.996558,26/08/2020,-7.44974E+17,0.109554685,3,60.226654 +9887,V141L; L151P; Y177N; S220T; M291L; K298N,0.002887501,1.2205708,26/08/2020,-7.44974E+17,0.000728122,1,765.6287 +9888,V141L; R148P; S220T; H230Y,0.5605253,6.2851377,26/08/2020,-7.44974E+17,0.566647766,10,4.904979 +9889,V141L; S220T,0.5378062,5.7574573,26/08/2020,-7.44974E+17,0.627751005,1,4.7962594 +9890,V141M,0.07724085,4.616181,26/08/2020,-7.44974E+17,0.077722932,4,58.39426 +9891,V141N,0.01382146,4.419938,26/08/2020,-7.44974E+17,0.012552649,2,355.90466 +9892,V141P,0.062185947,4.8549423,26/08/2020,-7.44974E+17,0.061609352,1,90.23274 +9893,V141Q,0.038718496,4.5689135,26/08/2020,-7.44974E+17,0.036348124,1,139.49336 +9894,V141W,0.027513443,6.9290423,26/08/2020,-7.44974E+17,0.02715024,5,252.98839 +9895,V141W; G146S,0.00387872,1.608332,26/08/2020,-7.44974E+17,0.001578284,1,682.24756 +9896,V141Y,0.027134303,4.3179746,26/08/2020,-7.44974E+17,0.024435719,1,195.12453 +9897,V150A,0.03958837,3.081447,26/08/2020,-7.44974E+17,0.038425278,2,88.06509 +9898,V150A; A277V,0.003865613,1.700215,26/08/2020,-7.44974E+17,0.00164845,1,709.51227 +9899,V150A; S220T,0.56934726,5.8146234,26/08/2020,-7.44974E+17,0.672096688,1,4.1909804 +9900,V150C,0.040616456,5.7673597,26/08/2020,-7.44974E+17,0.039494204,3,145.40352 +9901,V150D,0.011062153,3.7412858,26/08/2020,-7.44974E+17,0.010045278,2,385.49683 +9902,V150E,0.004886175,3.39354,26/08/2020,-7.44974E+17,0.004323197,5,737.28235 +9903,V150E; A282T,0.005519487,2.2247446,26/08/2020,-7.44974E+17,0.003232272,1,618.272 +9904,V150E; L198P; S220T; I256N,0.0042045,1.7640703,26/08/2020,-7.44974E+17,0.001945,1,667.17706 +9905,V150E; R165S; E208D,0.002065981,0.78227854,26/08/2020,-7.44974E+17,0.00028358,1,812.0702 +9906,V150E; S220T,0.10620256,5.138176,26/08/2020,-7.44974E+17,0.10547305,1,51.32545 +9907,V150G,0.018573055,3.9734821,26/08/2020,-7.44974E+17,0.016852172,1,265.60776 +9908,V150H,0.019189512,4.3656845,26/08/2020,-7.44974E+17,0.017945488,2,250.74635 +9909,V150I,0.08412329,4.995116,26/08/2020,-7.44974E+17,0.0816071,1,65.61649 +9910,V150K,0.00319979,1.4240369,26/08/2020,-7.44974E+17,0.001238016,1,757.0014 +9911,V150L,0.115598135,5.122064,26/08/2020,-7.44974E+17,0.117438526,1,46.197918 +9912,V150L; S220T; G244D,0.116376854,5.062479,26/08/2020,-7.44974E+17,0.120630415,1,45.811344 +9913,V150L; S220T; N249Y,0.003952373,1.6146297,26/08/2020,-7.44974E+17,0.001684,1,681.51215 +9914,V150M,0.01998888,3.959134,26/08/2020,-7.44974E+17,0.018065732,1,250.90607 +9915,V150M; E261Q,0.066076934,1.6668278,26/08/2020,-7.44974E+17,0.065275008,44,23.902573 +9916,V150M; F209L,0.002855933,1.1943667,26/08/2020,-7.44974E+17,0.000702916,1,829.95135 +9917,V150M; S220T,0.07058227,4.9170856,26/08/2020,-7.44974E+17,0.068487611,1,79.72453 +9918,V150N,0.028169222,5.352044,26/08/2020,-7.44974E+17,0.026795146,2,204.09464 +9919,V150P,0.01936433,6.0611334,26/08/2020,-7.44974E+17,0.018951821,4,321.7575 +9920,V150Q,0.010805047,3.2027414,26/08/2020,-7.44974E+17,0.008438784,1,399.02344 +9921,V150R,0.002263835,1.43531,26/08/2020,-7.44974E+17,0.001162981,2,873.6857 +9922,V150S,0.019949796,3.962136,26/08/2020,-7.44974E+17,0.017748847,1,252.1591 +9923,V150T,0.07264208,5.2954345,26/08/2020,-7.44974E+17,0.07146277,5,70.51124 +9924,V150W,0.010452813,4.0121326,26/08/2020,-7.44974E+17,0.009080048,2,434.60526 +9925,V150Y,0.013860354,8.179351,26/08/2020,-7.44974E+17,0.013391225,6,596.52765 +9926,V15A,0.045003045,1.364523,26/08/2020,-7.44974E+17,0.04423163,6,32.75186 +9927,V15A; D118V,0.028862044,4.4913893,26/08/2020,-7.44974E+17,0.02627167,1,187.00491 +9928,V15A; G104C; I128N; Y144C; A218S; S220T; A260V,0.003684931,1.6290642,26/08/2020,-7.44974E+17,0.001446419,1,735.24524 +9929,V15A; G35D; M74V; H183S; S301G,0.009998128,3.187596,26/08/2020,-7.44974E+17,0.007550034,1,439.7323 +9930,V15A; K34E; A59E; H183Y; H285R,0.005274891,2.2137244,26/08/2020,-7.44974E+17,0.003047459,1,627.309 +9931,V15A; L119H; R148P; S220T; H230Y,0.06135393,4.8183584,26/08/2020,-7.44974E+17,0.059717117,1,90.32708 +9932,V15A; M23V; N42Y; Y79N; F217I; S220T,0.002942683,1.2307868,26/08/2020,-7.44974E+17,0.00077441,1,763.73224 +9933,V15A; M74I; S220T; L246P; A260T,0.002732649,1.0850769,26/08/2020,-7.44974E+17,0.000542595,1,770.7108 +9934,V15A; P88T; G162R; S220T,0.003012022,1.3210479,26/08/2020,-7.44974E+17,0.000913337,1,777.7858 +9935,V15A; R148P; S220T; H230Y,0.49832797,5.873167,26/08/2020,-7.44974E+17,0.558022347,1,5.8509173 +9936,V15A; S220T,0.20092973,5.251231,26/08/2020,-7.44974E+17,0.208271722,1,24.230297 +9937,V15A; S49G; P70S; A112T; L214F; K298Q,0.002634008,1.0909623,26/08/2020,-7.44974E+17,0.00060915,1,779.9277 +9938,V15A; T44A; T81I; S220T,0.003932034,1.6728605,26/08/2020,-7.44974E+17,0.001779176,1,686.6586 +9939,V15A; T81I; R148L; A174P; S220T,0.002874208,1.290281,26/08/2020,-7.44974E+17,0.000914899,1,786.72064 +9940,V15A; V18A; L32F; S220T; M273T,0.003980019,1.693922,26/08/2020,-7.44974E+17,0.001764139,1,725.2915 +9941,V15C,0.06603557,6.592206,26/08/2020,-7.44974E+17,0.066392883,3,98.60461 +9942,V15D; A33T; G50D; Y123H; R137H; Q194L; N238S; V281L,0.005181025,2.0882754,26/08/2020,-7.44974E+17,0.002647027,1,627.45306 +9943,V15D; C75R; A92E; R110H; L181S; L243Q; F297L,0.006021343,2.3822863,26/08/2020,-7.44974E+17,0.003774228,1,580.31836 +9944,V15D; E108D; A202P,0.002663632,1.4836751,26/08/2020,-7.44974E+17,0.001367611,2,782.7898 +9945,V15D; H36L; F86L; D152V; L227R; N251D,0.002915899,1.2192607,26/08/2020,-7.44974E+17,0.000790706,1,749.12634 +9946,V15D; L25F; V135I; D163V; D170V,0.002662061,1.1048831,26/08/2020,-7.44974E+17,0.000585704,1,765.25446 +9947,V15D; L93P; A260S,0.002367346,0.95879585,26/08/2020,-7.44974E+17,0.000421903,1,787.7874 +9948,V15D; P22S; R122Q; Y144N; A197T; Q263L; R279L; M291R,0.003105325,1.2753148,26/08/2020,-7.44974E+17,0.000870803,1,771.9495 +9949,V15D; P37H; Y79C; M82T; L151Q; T179A; M185V; A206S; G244D; A296V,0.003674738,1.6313684,26/08/2020,-7.44974E+17,0.001566801,1,714.15625 +9950,V15D; R90C; S220T,0.003374054,1.4494269,26/08/2020,-7.44974E+17,0.001194474,1,770.0513 +9951,V15D; V109E; S145T; A156D,0.002487877,0.9920462,26/08/2020,-7.44974E+17,0.000424129,1,802.4022 +9952,V15D; V30A; S57A; A116P; M185L; L193P; S220T; L246F,0.002940967,1.8259438,26/08/2020,-7.44974E+17,0.001782067,2,822.2003 +9953,V15D; V99D; P106L; T179A; H183R; S220T; F297L,0.003196328,1.3392534,26/08/2020,-7.44974E+17,0.000992967,1,759.69855 +9954,V15D; Y186H; S220T; G244C,0.002524156,0.99569505,26/08/2020,-7.44974E+17,0.000477971,1,788.4009 +9955,V15D; Y192N; S220T,0.002762464,1.2217115,26/08/2020,-7.44974E+17,0.000783223,1,768.6704 +9956,V15D; Y79H; S220T; V250M; P270Q; H271L,0.003448261,1.4257954,26/08/2020,-7.44974E+17,0.001215022,1,732.75635 +9957,V15F,0.002729382,1.1131749,26/08/2020,-7.44974E+17,0.000599738,1,764.512 +9958,V15F; G24E; G120S; P131I; Q194L; A303D,0.001967422,0.68220013,26/08/2020,-7.44974E+17,0.000131488,1,773.14746 +9959,V15F; L20Q; L58F; H183R; S220T,0.002707403,1.0750049,26/08/2020,-7.44974E+17,0.00057216,1,771.5003 +9960,V15F; R148P; A210T; S220T; H230Y; A277V,0.004337899,1.792147,26/08/2020,-7.44974E+17,0.002158234,1,675.94775 +9961,V15F; S201F; A229S; G264D; L269M; M273L; Y290N,0.002189785,0.8649091,26/08/2020,-7.44974E+17,0.000317269,1,812.37415 +9962,V15F; V250M,0.002416991,0.8970511,26/08/2020,-7.44974E+17,0.000322145,1,776.0335 +9963,V15G,0.001476184,1.1675837,26/08/2020,-7.44974E+17,0.001022164,5,937.71814 +9964,V15G; D64E; F142L; S220T,0.00306411,1.3651109,26/08/2020,-7.44974E+17,0.001095388,1,765.02716 +9965,V15G; L151M; L167F; S220T; A260V,0.002772901,1.1084512,26/08/2020,-7.44974E+17,0.000633655,1,773.46124 +9966,V15G; N42Y; D235V,0.00363269,1.6083258,26/08/2020,-7.44974E+17,0.001482497,1,727.5947 +9967,V15H,0.002592944,1.0887945,26/08/2020,-7.44974E+17,0.000597425,1,824.37335 +9968,V15I,0.07680376,5.0874267,26/08/2020,-7.44974E+17,0.078133793,2,67.444115 +9969,V15I; A28V; S220T,0.007366544,2.6942523,26/08/2020,-7.44974E+17,0.005016459,1,519.07166 +9970,V15I; A60V; P70H; L173P,0.004066638,1.7444824,26/08/2020,-7.44974E+17,0.001677634,1,696.3878 +9971,V15I; G126V; K298E,0.004328848,1.8325762,26/08/2020,-7.44974E+17,0.002087083,1,666.0648 +9972,V15I; L25I; N190T; G284C,0.002354633,0.9345359,26/08/2020,-7.44974E+17,0.000410403,1,806.4237 +9973,V15I; N42S; A111V; R148P; S220T; H230Y,0.005842592,2.252705,26/08/2020,-7.44974E+17,0.003567815,1,567.552 +9974,V15I; P132L; S267L,0.003102007,1.356399,26/08/2020,-7.44974E+17,0.001073589,1,751.9779 +9975,V15I; V17M,0.007150998,3.3850088,26/08/2020,-7.44974E+17,0.005937437,2,557.7913 +9976,V15I; Y123H,0.003179288,1.3943588,26/08/2020,-7.44974E+17,0.000971,1,789.51355 +9977,V15I; Y177H; S220T,0.47520858,5.592844,26/08/2020,-7.44974E+17,0.553952344,1,6.4552064 +9978,V15L,0.007602019,4.075144,26/08/2020,-7.44974E+17,0.006654536,3,588.6149 +9979,V15L; L58F; R148P; A174V; S220T; S225L; H230Y; N238S,0.005105332,2.2040987,26/08/2020,-7.44974E+17,0.002973059,1,637.2738 +9980,V15L; R155H; S220T; K236I,0.010711243,3.165151,26/08/2020,-7.44974E+17,0.008225763,1,399.64114 +9981,V15L; S220T; K236R,0.030009748,4.3994966,26/08/2020,-7.44974E+17,0.027808831,1,177.45526 +9982,V15M,0.007001408,2.5930972,26/08/2020,-7.44974E+17,0.004580603,1,532.2913 +9983,V15M; G19E,0.001654484,1.0123094,26/08/2020,-7.44974E+17,0.00062343,2,937.7194 +9984,V15N,0.001160438,0.8738438,26/08/2020,-7.44974E+17,0.000368696,3,1077.0015 +9985,V15Q,0.001622953,1.0000726,26/08/2020,-7.44974E+17,0.00052073,2,952.13055 +9986,V15R,0.00219179,0.7858984,26/08/2020,-7.44974E+17,0.000240587,1,790.2403 +9987,V15T,0.040838238,5.9903946,26/08/2020,-7.44974E+17,0.039187835,3,148.79253 +9988,V15W,0.00158834,0.92295027,26/08/2020,-7.44974E+17,0.000441784,2,936.9901 +9989,V15Y,0.003577004,1.1116145,26/08/2020,-7.44974E+17,0.003058143,5,372.43906 +9990,V175A,0.14053096,2.2285688,26/08/2020,-7.44974E+17,0.13577705,5,14.874177 +9991,V175A; H230R; A257V,0.007894611,2.8162687,26/08/2020,-7.44974E+17,0.005638953,1,494.08017 +9992,V175A; S220T; D235E,0.4421181,5.6366253,26/08/2020,-7.44974E+17,0.501446754,1,7.3957963 +9993,V175A; S220T; H230Y; V232D,0.8312229,17.688986,26/08/2020,-7.44974E+17,0.854674968,10,3.4976525 +9994,V175C,0.042211436,4.5961742,26/08/2020,-7.44974E+17,0.040283555,1,131.0991 +9995,V175D,0.007069991,2.5691533,26/08/2020,-7.44974E+17,0.004779464,1,523.7813 +9996,V175E; S220T,0.022460606,4.167302,26/08/2020,-7.44974E+17,0.020127971,1,232.74516 +9997,V175E; S220T; K236R,0.009371384,2.98527,26/08/2020,-7.44974E+17,0.006737629,1,434.3538 +9998,V175F,0.001628111,1.8758519,26/08/2020,-7.44974E+17,0.001124056,5,1295.9753 +9999,V175G,0.020483399,3.7017648,26/08/2020,-7.44974E+17,0.019467015,3,195.84875 +10000,V175H,0.004731968,0.6452688,26/08/2020,-7.44974E+17,0.004187991,6,176.18773 +10001,V175I,0.21313821,2.034607,26/08/2020,-7.44974E+17,0.208979393,3,8.298324 +10002,V175K,0.5391436,2.3444242,26/08/2020,-7.44974E+17,0.557258505,12,1.98979 +10003,V175K; A218M; A296T,0.78836334,7.2959013,26/08/2020,-7.44974E+17,0.837938872,4,1.7772372 +10004,V175K; Y177W; A259T,0.81882745,22.40716,26/08/2020,-7.44974E+17,0.825496881,31,4.9269114 +10005,V175L,0.021052776,4.869636,26/08/2020,-7.44974E+17,0.018949296,2,254.98074 +10006,V175L; L181I; K298R,0.003695488,1.6625785,26/08/2020,-7.44974E+17,0.001642474,1,719.62524 +10007,V175L; S220T; I256T; P270L,0.002786629,1.1391131,26/08/2020,-7.44974E+17,0.000616837,1,772.05334 +10008,V175M,0.1639518,2.7297883,26/08/2020,-7.44974E+17,0.167081235,3,15.317051 +10009,V175M; A195S; E208K,0.012298716,3.423431,26/08/2020,-7.44974E+17,0.009490813,1,371.44876 +10010,V175M; A282G,0.018505817,3.8788936,26/08/2020,-7.44974E+17,0.016836087,1,260.12506 +10011,V175M; T188S; V232A; V293A,0.007202531,2.6933467,26/08/2020,-7.44974E+17,0.005181084,1,510.47562 +10012,V175N,0.08469605,1.6473986,26/08/2020,-7.44974E+17,0.084364157,4,20.54497 +10013,V175P,0.004057959,2.852716,26/08/2020,-7.44974E+17,0.003304432,3,803.78564 +10014,V175Q,0.021674,4.937985,26/08/2020,-7.44974E+17,0.020592756,2,249.33289 +10015,V175R,0.003783523,1.6422646,26/08/2020,-7.44974E+17,0.001498294,1,708.0264 +10016,V175S,0.06898784,4.9071937,26/08/2020,-7.44974E+17,0.066420337,1,80.651375 +10017,V175T,0.03813601,4.5164557,26/08/2020,-7.44974E+17,0.036198427,1,141.52774 +10018,V175W,0.002471542,0.9282968,26/08/2020,-7.44974E+17,0.000397958,1,808.755 +10019,V17A,0.004066849,2.350781,26/08/2020,-7.44974E+17,0.002727149,2,730.7527 +10020,V17A; E29G; H36L; L101P; S220T; L269M; R274L,0.002047151,1.2867657,26/08/2020,-7.44974E+17,0.000854528,2,899.63416 +10021,V17A; L31S; R122H; H230R; K236I,0.002869976,1.1363277,26/08/2020,-7.44974E+17,0.000654359,1,796.80756 +10022,V17A; L32H; T38S; N289K,0.002047278,0.72139037,26/08/2020,-7.44974E+17,0.000191566,1,771.5048 +10023,V17A; L32P; D152V; H154Q; Y192F; Q194K,0.002979127,1.2000684,26/08/2020,-7.44974E+17,0.000755725,1,794.5965 +10024,V17A; M291K,0.002890152,1.1900539,26/08/2020,-7.44974E+17,0.000743381,1,786.30707 +10025,V17A; N178S; P240Q; K298M,0.001288615,0.6226762,26/08/2020,-7.44974E+17,0.000177388,2,918.6923 +10026,V17A; P106Q,0.002335528,0.869337,26/08/2020,-7.44974E+17,0.000322798,1,806.73083 +10027,V17A; P70H; S220T,0.003643685,1.5378585,26/08/2020,-7.44974E+17,0.001325111,1,733.5625 +10028,V17A; R122C; D152N; P219S; H230L,0.002732417,1.168393,26/08/2020,-7.44974E+17,0.000762502,1,767.0197 +10029,V17A; S220T,0.006839956,2.5953722,26/08/2020,-7.44974E+17,0.004808149,1,539.2065 +10030,V17A; S220T; A228V,0.003622222,1.5644181,26/08/2020,-7.44974E+17,0.001465885,1,720.155 +10031,V97Q,0.014409273,5.2761703,26/08/2020,-7.44974E+17,0.013835964,3,387.44193 +10032,V17A; V30E; E91D; S226T; Q263H; P300L,0.003891782,1.7274562,26/08/2020,-7.44974E+17,0.001790165,1,707.3805 +10033,V17D,0.001561937,1.0450742,26/08/2020,-7.44974E+17,0.000777789,3,898.274 +10034,V17E,0.002295009,1.501599,26/08/2020,-7.44974E+17,0.001653702,4,783.6749 +10035,V17E; A197D,0.002875201,1.1769295,26/08/2020,-7.44974E+17,0.000779477,1,760.94965 +10036,V17E; E108D; N249Y,0.005850637,2.3134375,26/08/2020,-7.44974E+17,0.003315005,1,600.9565 +10037,V17E; E46D; A68S; V113E; L182Q; R258S; Q263R; P270L; S292T,0.002717284,1.1383363,26/08/2020,-7.44974E+17,0.000667879,1,781.7782 +10038,V17E; F297C,0.003938167,1.6977388,26/08/2020,-7.44974E+17,0.001744379,1,718.9248 +10039,V17E; F86L; S220T; P224S,0.002568408,1.2170534,26/08/2020,-7.44974E+17,0.001306186,2,695.6397 +10040,V17E; G191R,0.004041451,1.7216791,26/08/2020,-7.44974E+17,0.001667141,1,707.2023 +10041,V17E; G24W; S220T; H230Y,0.003341066,1.4755281,26/08/2020,-7.44974E+17,0.001257003,1,726.6441 +10042,V17E; L189S; S220T; A223V; L272Q; Y290N,0.002912624,1.2178656,26/08/2020,-7.44974E+17,0.000801418,1,761.0079 +10043,V17E; L32P; T81S; E91G; L93I; E262D,0.002117743,0.7557938,26/08/2020,-7.44974E+17,0.000197061,1,770.7835 +10044,V17E; L51Q; Y186F; S220T; N249D; A257S; E275V,0.002920242,1.1973131,26/08/2020,-7.44974E+17,0.000678304,1,753.37744 +10045,V17E; L58H; A65P; G120R; K298M,0.002123021,0.83491963,26/08/2020,-7.44974E+17,0.000289653,1,782.3886 +10046,V17E; M82L; D170Y; E208K,0.003110184,1.327233,26/08/2020,-7.44974E+17,0.000945125,1,748.67474 +10047,V17E; N178K; V199M; P302Q,0.003186825,1.383581,26/08/2020,-7.44974E+17,0.001054885,1,765.025 +10048,V17E; P45H; A174V; G244D,0.005900025,2.286712,26/08/2020,-7.44974E+17,0.003367159,1,592.6458 +10049,V17E; R148P; S220T; H230Y,0.005908115,2.326605,26/08/2020,-7.44974E+17,0.003454733,1,586.6731 +10050,V17E; R43S; M129I; F142L; H271R,0.009493951,2.997815,26/08/2020,-7.44974E+17,0.006943663,1,446.64273 +10051,V17E; S220T,0.003940799,1.7422017,26/08/2020,-7.44974E+17,0.00173136,1,692.4932 +10052,V17E; S220T; V221L; A252T; E254D,0.003112461,1.3100067,26/08/2020,-7.44974E+17,0.000911923,1,739.9804 +10053,V17E; S67R; A116T; S220T,0.004078477,1.7023084,26/08/2020,-7.44974E+17,0.001637373,1,699.8823 +10054,V17E; T38K; C75R; E84D; L143M; A156T; D163G; R165S; A260G; H285N,0.003781288,1.6217717,26/08/2020,-7.44974E+17,0.001492015,1,744.48096 +10055,V17E; T38K; D95N; F142L; D211V; S226F; H288L,0.002692424,1.1280037,26/08/2020,-7.44974E+17,0.000587457,1,806.32733 +10056,V17E; V52E; S220T; V281F; F297Y,0.002307674,0.9442976,26/08/2020,-7.44974E+17,0.000388574,1,859.75146 +10057,V17E; V97D; L189I; S220T; E268A,0.004468606,1.9147027,26/08/2020,-7.44974E+17,0.002301042,1,656.29663 +10058,V17E; W41R; I62N; M129T; G168R,0.00210092,0.7204951,26/08/2020,-7.44974E+17,0.000173688,1,803.26355 +10059,V17G,0.015616897,0.5385488,26/08/2020,-7.44974E+17,0.015341699,3,55.676758 +10060,V17G; M184T; A202T; S220T,0.002532378,1.5686754,26/08/2020,-7.44974E+17,0.001383156,2,841.2282 +10061,V17G; N78S; E91V; V130E; F217Y,0.003346042,1.488082,26/08/2020,-7.44974E+17,0.001158012,1,747.5133 +10062,V17G; V66L; M74I; R165H,0.003008877,1.2782582,26/08/2020,-7.44974E+17,0.00074921,1,770.37335 +10063,V17H,0.000975099,1.2623824,26/08/2020,-7.44974E+17,0.000606419,6,1489.0775 +10064,V17I,0.14341411,5.109734,26/08/2020,-7.44974E+17,0.146692838,1,36.176674 +10065,V17K,0.001423755,1.3780504,26/08/2020,-7.44974E+17,0.000945611,5,1140.4999 +10066,V17K; G19R,0.002762774,1.164259,26/08/2020,-7.44974E+17,0.000687872,1,777.23596 +10067,V17L; A56V; S220T; V276F,0.008607559,2.9716048,26/08/2020,-7.44974E+17,0.006443792,1,463.74124 +10068,V17L; A59G; P131S; L253M,0.002650013,1.0164875,26/08/2020,-7.44974E+17,0.000470318,1,791.1915 +10069,V17L; A80S; I128N; S220T; R258S,0.002630546,1.0994172,26/08/2020,-7.44974E+17,0.000645209,1,776.0303 +10070,V17L; E29G; Y83F; A260V; Q299H,0.002984287,1.2102152,26/08/2020,-7.44974E+17,0.000819805,1,753.5285 +10071,V17L; N178I; E295G,0.002220333,0.82492715,26/08/2020,-7.44974E+17,0.000297371,1,778.72925 +10072,V17M,0.028441625,4.39871,26/08/2020,-7.44974E+17,0.026255092,1,187.4465 +10073,V17M; A197V; S220T,0.010403907,3.2191105,26/08/2020,-7.44974E+17,0.007967449,1,417.67484 +10074,V17M; A213D; A231V; Y239H,0.002443946,0.8860906,26/08/2020,-7.44974E+17,0.000344128,1,787.43677 +10075,V17M; A33T; F86L; M185V; S220T,0.005230487,2.1300423,26/08/2020,-7.44974E+17,0.003004509,1,617.8098 +10076,V17M; E46K; Y83F; Y239C; S301G,0.003028539,1.3237692,26/08/2020,-7.44974E+17,0.000950984,1,756.9298 +10077,V17M; G191V; A282V; D287Y; V293D,0.002693097,1.0154577,26/08/2020,-7.44974E+17,0.000448373,1,740.94135 +10078,V17M; L182V; A206V; A223T; S225P; N238D; L269M,0.003192828,1.3956196,26/08/2020,-7.44974E+17,0.001119063,1,736.86334 +10079,V17M; L25H; K34E; M74I; Q194K; L246H; N249I; F297Y,0.003867787,1.6046051,26/08/2020,-7.44974E+17,0.001435003,1,708.8416 +10080,V17M; L93H; D163V; F217L; D235G,0.003881294,1.6904856,26/08/2020,-7.44974E+17,0.001721097,1,696.91077 +10081,V17M; M23V; A48V; D95G; N102D; S220T; V276A,0.002653506,1.0390956,26/08/2020,-7.44974E+17,0.00049665,1,757.4723 +10082,V17M; P131S; V232D; N249S,0.004870773,2.0089798,26/08/2020,-7.44974E+17,0.002386771,1,648.9735 +10083,V17M; P37T; Y144C; G237D,0.002178576,0.7801278,26/08/2020,-7.44974E+17,0.00019313,1,759.1477 +10084,V17M; S220T; A259T,0.27301002,5.333271,26/08/2020,-7.44974E+17,0.293514854,1,15.853338 +10085,V17M; T105A; Y123N; T172S; G191V; S220T,0.001774338,0.59590113,26/08/2020,-7.44974E+17,9.62E-05,1,735.99225 +10086,V17M; T38K; E108V; S220T; N249D,0.003391285,1.5549377,26/08/2020,-7.44974E+17,0.001401398,1,756.2454 +10087,V17M; V30M; G168V; G200E; S220T; H230Y,0.003769742,1.6042653,26/08/2020,-7.44974E+17,0.001450303,1,701.4836 +10088,V17N,0.001495933,1.5258301,26/08/2020,-7.44974E+17,0.001055875,5,1171.0151 +10089,V17P,0.002234129,0.93340254,26/08/2020,-7.44974E+17,0.000448377,1,772.721 +10090,V17Q; G21E,0.002635572,1.0354028,26/08/2020,-7.44974E+17,0.000518929,1,779.7344 +10091,V17R,0.001707825,1.0454497,26/08/2020,-7.44974E+17,0.000594007,2,927.74133 +10092,V17S,0.002578276,1.5936174,26/08/2020,-7.44974E+17,0.001325393,2,857.5728 +10093,V17T,0.006302111,3.1527941,26/08/2020,-7.44974E+17,0.005057434,2,584.08655 +10094,V17W,0.002979579,1.2611566,26/08/2020,-7.44974E+17,0.000919371,1,767.7342 +10095,V18A,0.049660828,4.8981447,26/08/2020,-7.44974E+17,0.048188236,2,105.78771 +10096,V18A; A127T; S205N; Q263L; P300L,0.002343502,0.88942504,26/08/2020,-7.44974E+17,0.000383307,1,757.66693 +10097,V18A; E91G; N102D; L243M,0.002851867,1.1342895,26/08/2020,-7.44974E+17,0.000756003,1,749.0292 +10098,V18A; G50S; A60V; V66M; N100H; I128T; S220T; E275K; V276D,0.002220317,0.9088856,26/08/2020,-7.44974E+17,0.000361032,1,852.78674 +10099,V18A; G55D; S220T; N238D; L246P; E254K,0.014704831,3.6227212,26/08/2020,-7.44974E+17,0.012221791,1,323.10773 +10100,V18A; I73N; S220T; H230Y,0.001795492,0.5274644,26/08/2020,-7.44974E+17,5.21E-05,1,727.16815 +10101,V18A; L20P; R47H; I73S; E91D; P132L,0.005394204,2.2161252,26/08/2020,-7.44974E+17,0.002934046,1,622.7491 +10102,V18A; L27R; S220T; H255Y,0.003450013,1.4814613,26/08/2020,-7.44974E+17,0.001239129,1,748.2063 +10103,V18A; L32H; Q107R; A111T; V265A; R274C,0.002426539,0.9350233,26/08/2020,-7.44974E+17,0.000402248,1,778.62634 +10104,V18A; M23V; R148P; S220T; H230Y,0.00536311,2.1883419,26/08/2020,-7.44974E+17,0.00330848,1,608.6352 +10105,V18A; M74V; M82K; P106R,0.002221198,0.7953841,26/08/2020,-7.44974E+17,0.000228065,1,834.5858 +10106,V18A; P22L; S220T,0.002441764,1.506321,26/08/2020,-7.44974E+17,0.001158193,2,854.60187 +10107,V18A; P22Q; R110S; S201Y,0.002151673,0.7888345,26/08/2020,-7.44974E+17,0.000233987,1,790.93427 +10108,V18A; S160T; F209L; S220T; V281I,0.004292273,1.8267419,26/08/2020,-7.44974E+17,0.001904154,1,702.6143 +10109,V18A; S220T,0.120055474,5.0992203,26/08/2020,-7.44974E+17,0.121727039,1,43.44758 +10110,V18A; S220T; R247H,0.27130732,5.3427033,26/08/2020,-7.44974E+17,0.293171924,1,15.83157 +10111,V18A; T63A; T81I; G146D; E208G; H266Q,0.003714312,1.4830916,26/08/2020,-7.44974E+17,0.001150204,1,733.7879 +10112,V18C; V26A,0.10308271,5.1238856,26/08/2020,-7.44974E+17,0.100884918,1,53.539917 +10113,V18D,0.00162769,0.9586256,26/08/2020,-7.44974E+17,0.0004624,2,938.69415 +10114,V18D; A33T,0.003298653,1.4357051,26/08/2020,-7.44974E+17,0.001156012,1,764.0153 +10115,V18D; E254D,0.00314788,1.3442849,26/08/2020,-7.44974E+17,0.001032445,1,754.211 +10116,V18D; E46A; G50D; S220T; A228G,0.003185563,1.3501687,26/08/2020,-7.44974E+17,0.001035107,1,726.6823 +10117,V18D; E46G; P133L; S220T,0.003057884,1.256478,26/08/2020,-7.44974E+17,0.000776074,1,769.9358 +10118,V18D; G21R; L27P; F166I; L176I; S220T; A257V,0.003044911,1.3278747,26/08/2020,-7.44974E+17,0.000997618,1,761.75604 +10119,V18D; G24R; M82V; G191R; S220T,0.004641885,1.9914635,26/08/2020,-7.44974E+17,0.002577819,1,638.61804 +10120,V18D; L76I; R148S; L158P; D170Y; G191R; S220T,0.002026341,1.2279466,26/08/2020,-7.44974E+17,0.000914184,2,892.3463 +10121,V18D; V175A; Q194H; V250A; Y294F,0.002650285,1.0231013,26/08/2020,-7.44974E+17,0.000477642,1,772.65454 +10122,V18D; V66A; G203A; E254G; Q263H,0.005561369,1.2288965,26/08/2020,-7.44974E+17,0.00448163,2,318.1075 +10123,V18D; Y123N; L253P; P270S,0.00308659,1.2670623,26/08/2020,-7.44974E+17,0.000910984,1,741.43896 +10124,V18E,0.001716757,1.0415642,26/08/2020,-7.44974E+17,0.000600287,2,943.9645 +10125,V18F,0.003678009,2.4895175,26/08/2020,-7.44974E+17,0.002792603,3,788.746 +10126,V18F; L158H; T242I; V250E,0.005042313,2.138602,26/08/2020,-7.44974E+17,0.003045816,1,616.095 +10127,V18F; R122C; P132S; S220T; N251I,0.002539037,1.1052762,26/08/2020,-7.44974E+17,0.000644909,1,812.65375 +10128,V18G,0.001187548,1.1371365,26/08/2020,-7.44974E+17,0.000572548,4,1204.755 +10129,V18G; G203S; S220T; G264S,0.002694071,1.1080086,26/08/2020,-7.44974E+17,0.00054777,1,769.3145 +10130,V18G; L246H,0.002202876,0.82042736,26/08/2020,-7.44974E+17,0.000248635,1,812.7732 +10131,V18G; S220T; P224L,0.002504144,0.99313045,26/08/2020,-7.44974E+17,0.000408868,1,800.41125 +10132,V18H,0.001907767,1.1126263,26/08/2020,-7.44974E+17,0.000673056,2,874.45526 +10133,V18I,0.08708166,6.137605,26/08/2020,-7.44974E+17,0.086788812,3,67.65874 +10134,V18I; A174V; S220T,0.005549495,2.2219038,26/08/2020,-7.44974E+17,0.00314737,1,587.98596 +10135,V18I; E91Q; T196A; H255L,0.002831564,1.7378658,26/08/2020,-7.44974E+17,0.001498965,2,840.1261 +10136,V18I; I128N; D147E; Y177H; D235V; D287E,0.002005949,0.69641817,26/08/2020,-7.44974E+17,0.000163419,1,763.4708 +10137,V18I; L151M; D211G; D233E; L272Q,0.002288668,1.1121224,26/08/2020,-7.44974E+17,0.00115286,2,744.4587 +10138,V18I; L32F; H266N; R274G,0.002871199,1.1817411,26/08/2020,-7.44974E+17,0.000751835,1,774.81586 +10139,V18I; M23T; S220L; M291K,0.003862315,1.6007913,26/08/2020,-7.44974E+17,0.001527554,1,714.94556 +10140,V18I; M23V; C75S; D125E; R137S; F142L,0.003880532,1.7196825,26/08/2020,-7.44974E+17,0.001832262,1,700.89136 +10141,V18I; P88A; R148P; S220T; H230Y,0.20703968,5.387536,26/08/2020,-7.44974E+17,0.214658473,1,23.699432 +10142,V18I; R148P; S220T; H230Y,0.5816222,6.047465,26/08/2020,-7.44974E+17,0.674380587,1,4.0890994 +10143,V18I; R148S; V150M; Y177F; L181I,0.002560018,1.0366688,26/08/2020,-7.44974E+17,0.000547435,1,776.999 +10144,V18I; S220T; H230Y,0.5852949,5.831954,26/08/2020,-7.44974E+17,0.698256572,1,3.868998 +10145,V18I; S220T; H230Y; Y294H,0.2511935,5.393137,26/08/2020,-7.44974E+17,0.265519675,1,18.331945 +10146,V18I; T38M; T81I; A180T; S220T,0.002599121,1.0670655,26/08/2020,-7.44974E+17,0.000531174,1,770.0126 +10147,V18I; V130E; D147G; A149V; L158P; L167I; M185L; S220T,0.002670908,1.0584887,26/08/2020,-7.44974E+17,0.000537451,1,753.5722 +10148,V18K,0.001545613,0.8766451,26/08/2020,-7.44974E+17,0.000463559,2,930.1524 +10149,V18L,0.020271083,4.0112405,26/08/2020,-7.44974E+17,0.018022509,1,245.53734 +10150,V18L; A53T; V199A; S220T,0.011988403,3.4479074,26/08/2020,-7.44974E+17,0.009301571,1,382.10034 +10151,V18L; L161P; A187T; G215C,0.002973259,1.2432395,26/08/2020,-7.44974E+17,0.000984682,1,748.25323 +10152,V18L; L27I; A206G; F209L; S220T; H230Y; H266L,0.006976084,2.6624537,26/08/2020,-7.44974E+17,0.004696647,1,522.941 +10153,V18L; M129V; R148P; S220T; H230Y; L272Q,0.004648749,1.9902995,26/08/2020,-7.44974E+17,0.002362185,1,663.3569 +10154,V18L; N42K; V52E; I62S; V71I; R110S; A231V; M248I,0.002961308,1.2657762,26/08/2020,-7.44974E+17,0.000977595,1,777.17914 +10155,V18L; R148P; S220T; H230Y,0.28482938,5.365885,26/08/2020,-7.44974E+17,0.305152817,1,14.8842125 +10156,V18L; R43H; S160T,0.002360266,0.92375845,26/08/2020,-7.44974E+17,0.000393495,1,824.0192 +10157,V18L; T188A; H271L,0.011240634,3.2954078,26/08/2020,-7.44974E+17,0.008673711,1,390.38168 +10158,V18M,0.017523129,3.9294055,26/08/2020,-7.44974E+17,0.015134594,1,281.75555 +10159,V18N,0.002262827,0.9020108,26/08/2020,-7.44974E+17,0.000374038,1,784.6626 +10160,V18Q,0.014812653,3.307781,26/08/2020,-7.44974E+17,0.013464837,2,257.50235 +10161,V18R,0.002758612,1.0938423,26/08/2020,-7.44974E+17,0.000606921,1,752.8948 +10162,V18S,0.002805292,1.6933056,26/08/2020,-7.44974E+17,0.00156646,2,811.68164 +10163,V18T,0.011378905,4.1112275,26/08/2020,-7.44974E+17,0.010438939,3,391.09286 +10164,V18W,0.000775782,1.050554,26/08/2020,-7.44974E+17,0.000392652,6,1591.0167 +10165,V199A,0.12325038,1.8472731,26/08/2020,-7.44974E+17,0.129004979,2,16.086126 +10166,V199A; S205C; F209S,0.003274912,1.3402989,26/08/2020,-7.44974E+17,0.000960583,1,739.6511 +10167,V199A; S220T,0.55881315,6.481887,26/08/2020,-7.44974E+17,0.60788499,2,4.9912333 +10168,V199A; S220T; H230Y,0.62418497,5.8468013,26/08/2020,-7.44974E+17,0.7475148,1,3.1388488 +10169,V199A; S220T; V293D,0.003219942,1.3259954,26/08/2020,-7.44974E+17,0.000886033,1,748.48285 +10170,V199D,0.001159561,1.0038576,26/08/2020,-7.44974E+17,0.000556632,4,1109.6444 +10171,V199E,0.002641656,1.0874662,26/08/2020,-7.44974E+17,0.000602792,1,785.908 +10172,V199E; S220T,0.004123753,1.7283146,26/08/2020,-7.44974E+17,0.001690855,1,704.0652 +10173,V199F,0.001816519,1.112053,26/08/2020,-7.44974E+17,0.000693087,2,930.1738 +10174,V199F; A202T,0.003742099,1.6622968,26/08/2020,-7.44974E+17,0.001761452,1,706.45715 +10175,V199G,0.00319598,1.3922719,26/08/2020,-7.44974E+17,0.001151903,1,743.30273 +10176,V199G; V204M,0.00261002,1.0156182,26/08/2020,-7.44974E+17,0.000489111,1,777.8511 +10177,V199H,0.024482567,0.45915717,26/08/2020,-7.44974E+17,0.02678185,3,29.222475 +10178,V199I,0.09328598,3.9036052,26/08/2020,-7.44974E+17,0.093780631,2,42.461815 +10179,V199I; E261Q,0.2427405,2.1753953,26/08/2020,-7.44974E+17,0.242650062,30,6.863574 +10180,V199L,0.037777934,6.8891397,26/08/2020,-7.44974E+17,0.037373198,4,182.92334 +10181,V199M,0.099108905,5.9860845,26/08/2020,-7.44974E+17,0.099003846,2,59.178204 +10182,V199M; G237C,0.04914687,4.7561283,26/08/2020,-7.44974E+17,0.048077148,1,111.82503 +10183,V199P,0.002469854,0.99848086,26/08/2020,-7.44974E+17,0.000495376,1,771.37054 +10184,V199Q,0.002462765,0.9245129,26/08/2020,-7.44974E+17,0.000359779,1,773.9067 +10185,V199R,0.001670195,0.9081509,26/08/2020,-7.44974E+17,0.000404694,2,927.87524 +10186,V199S,0.009780753,3.1312506,26/08/2020,-7.44974E+17,0.00866834,2,375.25363 +10187,V199T,0.047418684,5.809178,26/08/2020,-7.44974E+17,0.047252147,2,128.19019 +10188,V199Y,0.0015295,1.196133,26/08/2020,-7.44974E+17,0.000735032,3,1044.5474 +10189,V199Y; A210T,0.007869511,2.7663503,26/08/2020,-7.44974E+17,0.00551486,1,493.61572 +10190,V204A,0.030548565,4.846808,26/08/2020,-7.44974E+17,0.029603492,4,162.71861 +10191,V204A; S220T; V221M; N249Y,0.003053468,1.1786631,26/08/2020,-7.44974E+17,0.000752719,1,737.504 +10192,V204D,0.013605812,2.46646,26/08/2020,-7.44974E+17,0.01330487,6,194.64084 +10193,V204E,0.027577229,5.1090593,26/08/2020,-7.44974E+17,0.025718577,2,199.88257 +10194,V204E; L227P,0.002535368,1.0112239,26/08/2020,-7.44974E+17,0.000490478,1,765.7151 +10195,V204E; S220T,0.23113258,5.1751356,26/08/2020,-7.44974E+17,0.254479383,1,19.401989 +10196,V204E; S220T; D235V; L246R; A296T,0.00276745,1.1880171,26/08/2020,-7.44974E+17,0.000773647,1,798.3295 +10197,V204E; V232D; K236N,0.015143551,3.638563,26/08/2020,-7.44974E+17,0.012508099,1,306.29 +10198,V204F,0.22590019,5.200186,26/08/2020,-7.44974E+17,0.244102297,1,20.088211 +10199,V204G,0.007675642,3.3970835,26/08/2020,-7.44974E+17,0.006565159,3,486.93384 +10200,V204G; S220T; A231D,0.004657394,2.0103776,26/08/2020,-7.44974E+17,0.002413486,1,637.2512 +10201,V204H,0.06866382,4.997078,26/08/2020,-7.44974E+17,0.065010713,1,81.67823 +10202,V204I,0.07885556,4.932179,26/08/2020,-7.44974E+17,0.080916977,1,69.03774 +10203,V204K,0.044749316,5.0290837,26/08/2020,-7.44974E+17,0.04359243,2,119.91286 +10204,V204L,0.05250274,6.2026215,26/08/2020,-7.44974E+17,0.052085983,3,118.67266 +10205,V204L; H255G,0.050779417,4.7791133,26/08/2020,-7.44974E+17,0.047067721,1,110.94375 +10206,V204L; S220T,0.41118506,5.504169,26/08/2020,-7.44974E+17,0.464820725,1,8.229789 +10207,V204L; S220T; S292F,0.003350488,1.5001218,26/08/2020,-7.44974E+17,0.001319833,1,757.4783 +10208,V204M,0.03069411,5.507147,26/08/2020,-7.44974E+17,0.029373111,2,191.6135 +10209,V204M; P224L; A260T,0.003350373,1.3897034,26/08/2020,-7.44974E+17,0.001107536,1,726.25995 +10210,V204M; S205G; S220T; A223E,0.008641818,2.904501,26/08/2020,-7.44974E+17,0.006478339,1,465.18976 +10211,V204M; S220T,0.053397372,5.5902834,26/08/2020,-7.44974E+17,0.051671737,2,108.35731 +10212,V204M; S220T; A231T,0.014117284,3.5360317,26/08/2020,-7.44974E+17,0.011626279,1,326.47696 +10213,V204M; S220T; L222Q,0.004012327,1.6578909,26/08/2020,-7.44974E+17,0.001616047,1,727.5561 +10214,V204N,0.017380096,4.72959,26/08/2020,-7.44974E+17,0.016287866,2,301.88968 +10215,V204P,0.024976207,4.30427,26/08/2020,-7.44974E+17,0.021351503,1,211.32045 +10216,V204R,0.03634849,3.79164,26/08/2020,-7.44974E+17,0.035653738,3,110.972435 +10217,V204S,0.023992421,5.745691,26/08/2020,-7.44974E+17,0.02262855,3,250.04346 +10218,V204T,0.039362516,6.5613947,26/08/2020,-7.44974E+17,0.039204913,3,169.35727 +10219,V204W,0.029604772,6.0290475,26/08/2020,-7.44974E+17,0.028403191,3,210.25824 +10220,V204Y,0.046435367,4.658589,26/08/2020,-7.44974E+17,0.045573887,1,117.85117 +10221,V221A; D235G,0.019213097,4.0330253,26/08/2020,-7.44974E+17,0.016264008,1,263.81473 +10222,V221C,0.051692717,4.8055134,26/08/2020,-7.44974E+17,0.048605189,1,108.92209 +10223,V221D,0.061674386,4.842644,26/08/2020,-7.44974E+17,0.060920393,1,89.15623 +10224,V221E,0.14466397,5.1696696,26/08/2020,-7.44974E+17,0.148816398,1,35.941147 +10225,V221E; N251D,0.023230035,4.1820254,26/08/2020,-7.44974E+17,0.02174859,1,221.56067 +10226,V221F,0.046337556,7.603033,26/08/2020,-7.44974E+17,0.046098654,4,162.24156 +10227,V221G,0.16889387,6.383258,26/08/2020,-7.44974E+17,0.170470815,2,33.621037 +10228,V221I,0.114130065,4.4721007,26/08/2020,-7.44974E+17,0.113681067,3,37.390224 +10229,V221I; E261Q,0.6596313,9.534773,26/08/2020,-7.44974E+17,0.674952837,10,4.862031 +10230,V221K,0.02767994,7.0580087,26/08/2020,-7.44974E+17,0.027031305,5,256.50296 +10231,V221L,0.10035296,8.03512,26/08/2020,-7.44974E+17,0.098501531,6,73.56713 +10232,V221M,0.07476465,6.1156154,26/08/2020,-7.44974E+17,0.074861433,2,82.18958 +10233,V221M; A277V; D287N,0.003065355,1.3190974,26/08/2020,-7.44974E+17,0.000979615,1,745.0102 +10234,V221N,0.07477375,6.0813575,26/08/2020,-7.44974E+17,0.074150654,3,79.72106 +10235,V221P,0.049814813,4.8520107,26/08/2020,-7.44974E+17,0.046789426,1,112.28744 +10236,V221R,0.009776367,3.0784883,26/08/2020,-7.44974E+17,0.007370465,1,425.91492 +10237,V221S,0.06362844,4.8819647,26/08/2020,-7.44974E+17,0.062467836,1,88.14917 +10238,V221T,0.054157916,5.8101263,26/08/2020,-7.44974E+17,0.053564941,2,111.29663 +10239,V221W,0.04699497,4.659209,26/08/2020,-7.44974E+17,0.046911869,1,115.688255 +10240,V221Y,0.034465395,4.220215,26/08/2020,-7.44974E+17,0.033304597,3,128.8698 +10241,V221Y; E268G,0.016638843,3.8850384,26/08/2020,-7.44974E+17,0.013467012,1,295.2031 +10242,V232A,0.15624824,5.243815,26/08/2020,-7.44974E+17,0.161096646,1,32.749653 +10243,V232D,0.25304425,1.6229823,26/08/2020,-7.44974E+17,0.25229039,4,5.284679 +10244,V232E,0.23384057,5.2047215,26/08/2020,-7.44974E+17,0.256853261,1,19.153864 +10245,V232F; H285P,0.003033867,1.331004,26/08/2020,-7.44974E+17,0.000975438,1,781.0479 +10246,V232G,0.3218058,3.8037217,26/08/2020,-7.44974E+17,0.335254295,3,8.344097 +10247,V232H,0.066158295,4.8913884,26/08/2020,-7.44974E+17,0.066596365,1,84.005104 +10248,V232I,0.18300524,2.0397449,26/08/2020,-7.44974E+17,0.181682045,5,9.847601 +10249,V232I; E261Q,0.40362024,2.9378417,26/08/2020,-7.44974E+17,0.403972876,30,4.356543 +10250,V232I; K236I,0.09858373,5.0481806,26/08/2020,-7.44974E+17,0.101077016,1,54.87911 +10251,V232I; Y239C,0.003179174,1.3476552,26/08/2020,-7.44974E+17,0.001080651,1,746.28033 +10252,V232L,0.10948387,5.082629,26/08/2020,-7.44974E+17,0.109203698,1,49.113647 +10253,V232N,0.09423701,4.2637577,26/08/2020,-7.44974E+17,0.09218931,5,43.14383 +10254,V232P,0.18257117,5.9749303,26/08/2020,-7.44974E+17,0.181004065,2,28.79405 +10255,V232Q,0.21834438,5.241541,26/08/2020,-7.44974E+17,0.229357146,1,21.61607 +10256,V232R,0.13851167,4.3356037,26/08/2020,-7.44974E+17,0.138662414,2,29.710655 +10257,V232S,0.17553894,4.1504703,26/08/2020,-7.44974E+17,0.178862207,3,20.776495 +10258,V232W,0.07376725,8.131005,26/08/2020,-7.44974E+17,0.073451291,4,105.461205 +10259,V232Y,0.081629895,5.0643473,26/08/2020,-7.44974E+17,0.078624235,1,68.41798 +10260,V250A,0.14481497,0.6882764,26/08/2020,-7.44974E+17,0.133074175,12,4.469347 +10261,V250C,0.353161,5.4026427,26/08/2020,-7.44974E+17,0.397320794,1,10.537514 +10262,V250D,0.001998653,1.2373009,26/08/2020,-7.44974E+17,0.000827434,2,901.59045 +10263,V250F,0.010943273,3.2577133,26/08/2020,-7.44974E+17,0.008204754,1,405.92587 +10264,V250G,0.006833564,3.2783046,26/08/2020,-7.44974E+17,0.005564519,2,559.42944 +10265,V250H,0.06399816,4.9608994,26/08/2020,-7.44974E+17,0.06017292,1,87.198235 +10266,V250I,0.15836166,4.317167,26/08/2020,-7.44974E+17,0.159415437,3,24.593225 +10267,V250K,0.08361335,5.0140376,26/08/2020,-7.44974E+17,0.083732302,1,66.62366 +10268,V250L,0.32249418,3.7624204,26/08/2020,-7.44974E+17,0.330142967,4,8.1968975 +10269,V250M,0.20678416,6.4175286,26/08/2020,-7.44974E+17,0.214547974,2,26.111958 +10270,V250M; L272Q,0.005053416,2.0372322,26/08/2020,-7.44974E+17,0.002429731,1,646.9872 +10271,V250N,0.007291414,3.9316564,26/08/2020,-7.44974E+17,0.006531916,3,589.4854 +10272,V250P,0.002389063,1.476745,26/08/2020,-7.44974E+17,0.001779387,4,739.41925 +10273,V250Q,0.033655558,6.228242,26/08/2020,-7.44974E+17,0.0334886,5,185.9608 +10274,V250R,0.25932655,5.534443,26/08/2020,-7.44974E+17,0.268469152,1,17.629723 +10275,V250S,0.091030315,6.22199,26/08/2020,-7.44974E+17,0.089015644,4,64.90066 +10276,V250T,0.2094428,6.484821,26/08/2020,-7.44974E+17,0.218932585,2,26.03604 +10277,V250W,0.009696373,3.7815514,26/08/2020,-7.44974E+17,0.008753799,3,427.32724 +10278,V250Y,0.059018385,5.7545443,26/08/2020,-7.44974E+17,0.060171829,2,100.20773 +10279,V265C,0.04488338,4.644635,26/08/2020,-7.44974E+17,0.043398583,1,121.59484 +10280,V265D,0.002793626,1.1851561,26/08/2020,-7.44974E+17,0.000735355,1,778.7212 +10281,V265E,0.001679975,0.9163103,26/08/2020,-7.44974E+17,0.000619036,2,862.55194 +10282,V265E; H271Q,0.002352554,0.8063969,26/08/2020,-7.44974E+17,0.00022317,1,792.64325 +10283,V265H,0.001528688,1.2382898,26/08/2020,-7.44974E+17,0.000747888,3,1045.2828 +10284,V265I,0.0592765,5.602749,26/08/2020,-7.44974E+17,0.05938345,2,97.171364 +10285,V265I; P300Q,0.12424458,5.1666307,26/08/2020,-7.44974E+17,0.125771353,1,42.684147 +10286,V265L,0.02163914,4.033448,26/08/2020,-7.44974E+17,0.019232028,1,232.07484 +10287,V265M,0.008501803,2.876207,26/08/2020,-7.44974E+17,0.006156099,1,475.52686 +10288,V265N,0.00190356,1.1439987,26/08/2020,-7.44974E+17,0.000685202,2,917.2288 +10289,V265Q,0.002147933,1.3080969,26/08/2020,-7.44974E+17,0.000966595,2,854.5659 +10290,V265R,0.003465506,1.4899493,26/08/2020,-7.44974E+17,0.001248406,1,737.7424 +10291,V265S,0.003268062,1.3012707,26/08/2020,-7.44974E+17,0.000847094,1,712.0572 +10292,V265W,0.003149759,1.3515127,26/08/2020,-7.44974E+17,0.000970328,1,760.04315 +10293,V26A,0.2186055,4.149442,26/08/2020,-7.44974E+17,0.226652422,4,15.509292 +10294,V26A; A213T; S220T,0.23742723,5.339276,26/08/2020,-7.44974E+17,0.255759943,1,19.39354 +10295,V26A; A33T; H266R,0.003763672,1.6879079,26/08/2020,-7.44974E+17,0.001786556,1,685.39215 +10296,V26A; A53T; L253P,0.001974269,0.7049848,26/08/2020,-7.44974E+17,0.00015496,1,836.41077 +10297,V26A; A53V; C75R; V130E; A187V; P302T,0.004308043,1.8361219,26/08/2020,-7.44974E+17,0.002065833,1,665.31323 +10298,V26A; A68S; S220T,0.57670337,5.9462695,26/08/2020,-7.44974E+17,0.676319578,1,4.1040263 +10299,V26A; D64E; A210D; Q263H,0.002458836,0.9452524,26/08/2020,-7.44974E+17,0.000373239,1,776.96454 +10300,V26A; I73F; S220T; L222R,0.007483345,2.732482,26/08/2020,-7.44974E+17,0.005114096,1,517.9762 +10301,V26A; N42S; S117P; L167P; H266Y,0.002386917,0.9483981,26/08/2020,-7.44974E+17,0.000391072,1,786.07776 +10302,V26A; S145P; D163E; S220T,0.002457072,0.98859936,26/08/2020,-7.44974E+17,0.000505435,1,788.65814 +10303,V26A; S67C; N100S; R110S; S145T; Q194R; T207A,0.011417531,3.3595927,26/08/2020,-7.44974E+17,0.009142752,1,393.53265 +10304,V26A; V40A; D211N; S220T; A303V,0.080256455,5.0079517,26/08/2020,-7.44974E+17,0.078204306,1,68.74395 +10305,V26A; W115C; S220T,0.04337683,4.7247477,26/08/2020,-7.44974E+17,0.039678493,1,129.09299 +10306,V26A; W115L; S220T,0.036822625,4.5306506,26/08/2020,-7.44974E+17,0.033768129,1,147.03897 +10307,V26A; Y290F,0.06721026,4.8503575,26/08/2020,-7.44974E+17,0.066738144,1,81.6263 +10308,V26C,0.08297837,4.8813,26/08/2020,-7.44974E+17,0.08376498,1,64.6923 +10309,V26D,0.009240447,4.464681,26/08/2020,-7.44974E+17,0.008352043,3,520.6145 +10310,V26D; D139Y; H154R; S205N; S220T,0.003028657,1.3200948,26/08/2020,-7.44974E+17,0.000996559,1,772.2437 +10311,V26D; D170V; G191V; L214H; S220T,0.002657567,1.0529366,26/08/2020,-7.44974E+17,0.000501225,1,784.60693 +10312,V26D; L101P; L176S; S220T; V221E,0.002699577,1.0300469,26/08/2020,-7.44974E+17,0.000496685,1,778.43756 +10313,V26D; L76P; T105I; S220T,0.006189112,2.3576262,26/08/2020,-7.44974E+17,0.003502242,1,573.8206 +10314,V26D; L98Q; S114L; L158I,0.002889333,1.1919805,26/08/2020,-7.44974E+17,0.000687101,1,802.2219 +10315,V26D; N42Y; W115C,0.002949689,1.2803181,26/08/2020,-7.44974E+17,0.00090094,1,786.2711 +10316,V26D; N78D; R165H; T207I; E261D; V281G,0.003495906,1.5323505,26/08/2020,-7.44974E+17,0.00134907,1,715.73737 +10317,V26D; S220T,0.2918904,5.401314,26/08/2020,-7.44974E+17,0.313823428,1,14.319241 +10318,V26D; T188A; P219L; S220T; E295D,0.002458421,1.0855448,26/08/2020,-7.44974E+17,0.000592675,1,827.35864 +10319,V26D; T38S; G241C; V281A,0.004818392,1.9855589,26/08/2020,-7.44974E+17,0.002590665,1,637.72705 +10320,V26D; V40I; T63I; S117T; S201F,0.003082302,1.3223783,26/08/2020,-7.44974E+17,0.000961198,1,783.80365 +10321,V26D; V52A; A223S; S292T,0.002004152,0.70437855,26/08/2020,-7.44974E+17,0.000163415,1,790.97955 +10322,V26F,0.05863035,4.8498654,26/08/2020,-7.44974E+17,0.056262808,1,94.80624 +10323,V26F; G50D; L58P,0.006517425,2.4534876,26/08/2020,-7.44974E+17,0.003963592,1,561.83875 +10324,V26F; Y79N; M82I; S220T,0.00358944,1.6047366,26/08/2020,-7.44974E+17,0.001501847,1,734.4668 +10325,V26G,0.06635245,6.430082,26/08/2020,-7.44974E+17,0.065634799,5,93.62568 +10326,V26G; A65T; D170Y; S220T,0.002478098,0.91791564,26/08/2020,-7.44974E+17,0.000351481,1,740.37445 +10327,V26G; D163E; Y177C,0.003674152,1.606934,26/08/2020,-7.44974E+17,0.001612643,1,709.0096 +10328,V26H,0.067497626,4.9198213,26/08/2020,-7.44974E+17,0.066515958,1,81.80048 +10329,V26I,0.07886653,7.253931,26/08/2020,-7.44974E+17,0.079719115,3,88.57521 +10330,V26I; A33V; G50D; S57T; M82V; A112T; S220T; D235Y,0.002740091,1.0663167,26/08/2020,-7.44974E+17,0.000531511,1,771.79565 +10331,V26I; A48T; S49C; R148P; S220T; H230Y,0.120365426,5.2204266,26/08/2020,-7.44974E+17,0.123956465,1,44.796223 +10332,V26I; A60T; V130A; P131S; S220T; N251Y,0.00385023,1.7160708,26/08/2020,-7.44974E+17,0.001743058,1,733.89685 +10333,V26I; C75S; M129K; T179I,0.003517506,1.3781368,26/08/2020,-7.44974E+17,0.001105526,1,704.3019 +10334,V26I; G120D; S220T,0.36605963,5.250643,26/08/2020,-7.44974E+17,0.422402032,1,9.831795 +10335,V26I; H36Y; S49R; P88T; V175E,0.003564888,1.5408163,26/08/2020,-7.44974E+17,0.001308366,1,731.16504 +10336,V26I; L167H; S220T; A231V; L243P; S292P,0.002394365,0.9440326,26/08/2020,-7.44974E+17,0.000394742,1,810.95 +10337,V26I; L173Q; L272Q,0.006181681,2.4233134,26/08/2020,-7.44974E+17,0.003951613,1,561.0702 +10338,V26I; N102D; S220T,0.008793238,2.885281,26/08/2020,-7.44974E+17,0.006226993,1,471.84024 +10339,V26I; N42Y; L124H; S220T; Y290F,0.003046364,1.2536722,26/08/2020,-7.44974E+17,0.000848047,1,765.62994 +10340,V26I; R137S; A159D; S220T; H285I,0.005098257,2.078908,26/08/2020,-7.44974E+17,0.002658101,1,630.82904 +10341,V26I; S292T,0.004207819,1.7764912,26/08/2020,-7.44974E+17,0.002018851,1,685.1044 +10342,V26I; T157I; R274S; Y290C; P302Q,0.002772775,1.1568041,26/08/2020,-7.44974E+17,0.000712631,1,804.0016 +10343,V26I; T44A; T105A; M129L; D235V,0.002116517,0.7292925,26/08/2020,-7.44974E+17,0.000182971,1,804.90216 +10344,V26I; T63I; H230R,0.03426609,5.1276255,26/08/2020,-7.44974E+17,0.033841678,2,159.5689 +10345,V26I; V30F,0.004095746,1.7884972,26/08/2020,-7.44974E+17,0.001875571,1,694.304 +10346,V26K,0.46796757,1.1590878,26/08/2020,-7.44974E+17,0.555471826,8,1.324368 +10347,V26K; A156N,0.3436105,4.331536,26/08/2020,-7.44974E+17,0.360312,2,8.736765 +10348,V26K; A156N; A159S,0.48274094,1.6900036,26/08/2020,-7.44974E+17,0.488025524,6,1.8218424 +10349,V26K; A156N; A159T,0.4846765,1.5572056,26/08/2020,-7.44974E+17,0.494634642,8,1.6629522 +10350,V26K; A156N; A296I,0.6273652,4.815557,26/08/2020,-7.44974E+17,0.659571323,4,2.7392287 +10351,V26K; A156N; L189M,0.37891153,2.1802273,26/08/2020,-7.44974E+17,0.385746117,10,3.6345217 +10352,V26K; A156N; T188S,0.4928072,2.0083663,26/08/2020,-7.44974E+17,0.506408394,4,2.0603201 +10353,V26K; A156N; Y177W,0.4758817,0.6636277,26/08/2020,-7.44974E+17,0.604351971,12,0.7355051 +10354,V26K; A218M; A296T,0.73709553,6.304154,26/08/2020,-7.44974E+17,0.76808754,6,2.1292193 +10355,V26K; E91V; A156N,0.5161141,3.3805735,26/08/2020,-7.44974E+17,0.524412019,10,3.168073 +10356,V26K; Y177W; A228V,0.531491,3.5584784,26/08/2020,-7.44974E+17,0.532503238,15,3.1296482 +10357,V26L,0.021766283,5.6680446,26/08/2020,-7.44974E+17,0.021260263,7,262.5041 +10358,V26L; M82L; R165S; N178T; A252D,0.001650009,1.2413093,26/08/2020,-7.44974E+17,0.000906558,3,980.3066 +10359,V26L; R96S,0.010865127,3.313081,26/08/2020,-7.44974E+17,0.008215311,1,405.52106 +10360,V26N,0.0692137,2.9650779,26/08/2020,-7.44974E+17,0.069689507,4,43.688995 +10361,V26P,0.08004779,2.2864769,26/08/2020,-7.44974E+17,0.07962834,4,29.489117 +10362,V26R,0.4699499,6.914365,26/08/2020,-7.44974E+17,0.47681092,9,7.8118978 +10363,V26R; A156N,0.4854075,3.1658115,26/08/2020,-7.44974E+17,0.488751086,10,3.3685505 +10364,V26R; A156N; A159S,0.46442595,2.3482664,26/08/2020,-7.44974E+17,0.488471387,2,2.7854106 +10365,V26R; A156N; A159T,0.4522302,2.6039236,26/08/2020,-7.44974E+17,0.462818689,4,3.193277 +10366,V26R; A156N; A296I,0.57687396,3.9179852,26/08/2020,-7.44974E+17,0.619822604,2,2.7621143 +10367,V26R; A156N; T188S,0.45313013,2.4707735,26/08/2020,-7.44974E+17,0.463745786,4,3.0156415 +10368,V26R; A156N; Y177W,0.7084213,7.399826,26/08/2020,-7.44974E+17,0.72958997,8,2.97458 +10369,V26R; E91V; A156N,0.4445643,4.323302,26/08/2020,-7.44974E+17,0.448893304,10,5.435693 +10370,V26S,0.18942922,3.8382463,26/08/2020,-7.44974E+17,0.194777644,2,18.145601 +10371,V26W,0.027325395,4.1970773,26/08/2020,-7.44974E+17,0.026094411,1,188.56569 +10372,V26Y,0.04645532,5.3411064,26/08/2020,-7.44974E+17,0.045660192,2,121.61376 +10373,V276A,0.002613947,2.7284904,26/08/2020,-7.44974E+17,0.002231058,6,1113.24 +10374,V276C,0.026691489,4.1647024,26/08/2020,-7.44974E+17,0.025623778,5,160.22144 +10375,V276D,0.002692937,1.0496869,26/08/2020,-7.44974E+17,0.000521294,1,748.5268 +10376,V276E,0.001330149,1.3547161,26/08/2020,-7.44974E+17,0.000748496,4,1254.2595 +10377,V276F,0.07217019,3.9884222,26/08/2020,-7.44974E+17,0.072119534,2,58.030724 +10378,V276G,0.001994259,1.2955117,26/08/2020,-7.44974E+17,0.000917537,2,931.94525 +10379,V276H,0.03146295,4.855139,26/08/2020,-7.44974E+17,0.030552524,2,165.06213 +10380,V276I,0.11246791,6.324567,26/08/2020,-7.44974E+17,0.112803778,3,52.606255 +10381,V276K,0.002886415,1.2214651,26/08/2020,-7.44974E+17,0.000764406,1,766.93384 +10382,V276K; E278K,0.002465787,1.0219439,26/08/2020,-7.44974E+17,0.000536311,1,793.4226 +10383,V276L,0.06904903,7.24239,26/08/2020,-7.44974E+17,0.06892321,3,102.49833 +10384,V276M,0.04479284,4.7376976,26/08/2020,-7.44974E+17,0.042521999,1,125.340775 +10385,V276P,0.00187834,1.1667802,26/08/2020,-7.44974E+17,0.000773325,2,912.0367 +10386,V276P; V281F,0.002765305,1.0279256,26/08/2020,-7.44974E+17,0.000498618,1,771.26733 +10387,V276Q,0.02264916,4.1499286,26/08/2020,-7.44974E+17,0.019861098,1,226.61267 +10388,V276R,0.002662384,1.1224957,26/08/2020,-7.44974E+17,0.000626344,1,791.5854 +10389,V276T,0.021785276,4.0626698,26/08/2020,-7.44974E+17,0.018929463,1,235.42393 +10390,V276W,0.003540566,1.5337517,26/08/2020,-7.44974E+17,0.001361106,1,709.063 +10391,V276Y,0.002593,1.7908258,26/08/2020,-7.44974E+17,0.001805032,3,845.4916 +10392,V281A,0.07028572,4.86376,26/08/2020,-7.44974E+17,0.069325985,1,78.14031 +10393,V293D; E295K,0.009388417,3.0325274,26/08/2020,-7.44974E+17,0.006544408,1,449.34134 +10394,V293E,0.001206391,0.6533587,26/08/2020,-7.44974E+17,0.000199361,2,948.0539 +10395,V293F,0.000913222,0.86195177,26/08/2020,-7.44974E+17,0.000339979,4,1267.404 +10396,V293G,0.001410965,0.6863103,26/08/2020,-7.44974E+17,0.000367885,2,867.22345 +10397,V293H,0.001339698,0.6977498,26/08/2020,-7.44974E+17,0.00022477,2,925.106 +10398,V293I; Q299R,0.08944339,4.9989457,26/08/2020,-7.44974E+17,0.086919396,1,61.091923 +10399,V293K,0.001182813,0.5769262,26/08/2020,-7.44974E+17,0.000173953,2,881.75305 +10400,V293L,0.11489144,7.4573946,26/08/2020,-7.44974E+17,0.115075889,3,60.30632 +10401,V293M,0.12584053,5.8770714,26/08/2020,-7.44974E+17,0.12256143,2,44.08006 +10402,V293N,0.001416088,0.7753795,26/08/2020,-7.44974E+17,0.000283266,2,943.6925 +10403,V293P,0.001204659,0.61167306,26/08/2020,-7.44974E+17,0.000176375,2,928.9804 +10404,V293Q,0.001996861,0.6902732,26/08/2020,-7.44974E+17,0.000166752,1,737.7349 +10405,V293R,0.01247119,0.8181708,26/08/2020,-7.44974E+17,0.011699399,3,93.95682 +10406,V293S,0.002672525,1.1420436,26/08/2020,-7.44974E+17,0.000679875,1,760.85535 +10407,V293T,0.027718473,4.457248,26/08/2020,-7.44974E+17,0.026487623,2,176.53336 +10408,V293W,0.002255053,0.7671153,26/08/2020,-7.44974E+17,0.000213255,1,777.2156 +10409,V293Y,0.001974025,0.63224316,26/08/2020,-7.44974E+17,0.000121637,1,768.34973 +10410,V30A; A111T; S220T; N249K; M273V; E275D,0.00238286,0.94820774,26/08/2020,-7.44974E+17,0.000417025,1,824.43616 +10411,V30A; A48S; S220T; M273V; H288Y,0.002866496,1.2207758,26/08/2020,-7.44974E+17,0.000921611,1,766.25696 +10412,V30A; A59S; F217S; S220T; A223V; Y290F,0.002662543,1.022527,26/08/2020,-7.44974E+17,0.000442131,1,776.2046 +10413,V30A; A59V; M184L; A213T,0.008808773,2.9262502,26/08/2020,-7.44974E+17,0.006968016,1,445.968 +10414,V30A; A92S,0.05866621,4.89722,26/08/2020,-7.44974E+17,0.055460783,1,95.08414 +10415,V30A; E153G; D233E,0.023860836,4.1275697,26/08/2020,-7.44974E+17,0.021601346,1,214.57361 +10416,V30A; E84D; R165H; P302Q,0.05353973,4.7556005,26/08/2020,-7.44974E+17,0.051061227,1,102.006325 +10417,V30A; R148P; A149S; M185V; S220T; H230Y,0.013823244,3.4797173,26/08/2020,-7.44974E+17,0.012005596,1,328.20053 +10418,V30A; S220T,0.5505563,5.6513596,26/08/2020,-7.44974E+17,0.661777005,1,4.39155 +10419,V30A; S220T; A223V,0.022798078,4.1826415,26/08/2020,-7.44974E+17,0.020246602,1,227.15047 +10420,V30A; S220T; D287V,0.100586325,5.1256766,26/08/2020,-7.44974E+17,0.101605448,1,54.870583 +10421,V30A; T245S; V281I,0.011160111,3.306081,26/08/2020,-7.44974E+17,0.008861151,1,394.03604 +10422,V30A; V52A; V130A; S160L; P171L; S220T,0.009275964,3.0322187,26/08/2020,-7.44974E+17,0.006548037,1,441.2593 +10423,V30A; V71G; T172K,0.002889389,1.2679197,26/08/2020,-7.44974E+17,0.000849351,1,766.40845 +10424,V30A; V99D; M185V; V250M; Q299R,0.001845858,0.5763983,26/08/2020,-7.44974E+17,8.80E-05,1,757.1917 +10425,V30C,0.10215339,2.1111395,26/08/2020,-7.44974E+17,0.104562115,2,22.71281 +10426,V30D,0.00639385,4.7944474,26/08/2020,-7.44974E+17,0.005959549,6,774.9404 +10427,V30E,0.088139735,2.8919039,26/08/2020,-7.44974E+17,0.090174473,2,35.05178 +10428,V30E; A48V; A127S; M273V,0.002063324,0.79473555,26/08/2020,-7.44974E+17,0.000231259,1,855.6294 +10429,V30E; A48V; P164L; L176F; L189S,0.002298819,0.80535746,26/08/2020,-7.44974E+17,0.000223953,1,780.0346 +10430,V30E; A59V; S61L; A92V; D170E; N178I; R247C; Q299K,0.003865223,1.6426961,26/08/2020,-7.44974E+17,0.001451184,1,707.2334 +10431,V30E; A80D; L93H; S117F; S220T; P240H,0.002812819,1.2042633,26/08/2020,-7.44974E+17,0.000800838,1,771.2971 +10432,V30E; G104V; D118V; M185I; D287G; A303V,0.002167244,0.7812157,26/08/2020,-7.44974E+17,0.000238209,1,773.0389 +10433,V30E; G35D; C75R; P106S; M129L; R279H,0.002216295,0.79271156,26/08/2020,-7.44974E+17,0.000219264,1,797.1656 +10434,V30E; S220T,0.37437335,3.6710715,26/08/2020,-7.44974E+17,0.393278246,2,6.4666147 +10435,V30E; S220T; E262K; V293F,0.002857258,1.1509088,26/08/2020,-7.44974E+17,0.000715009,1,736.2775 +10436,V30E; V52A; A218S; S220T; K236N,0.0669502,4.980775,26/08/2020,-7.44974E+17,0.064249455,1,85.619125 +10437,V30F,0.008688022,2.945775,26/08/2020,-7.44974E+17,0.006185266,1,481.13177 +10438,V30G,0.018754713,6.897994,26/08/2020,-7.44974E+17,0.018187766,5,373.43622 +10439,V30G; A174E; E275K,0.008153285,2.8553746,26/08/2020,-7.44974E+17,0.005464571,1,477.31287 +10440,V30G; A56T; S220T,0.0046778,2.0026205,26/08/2020,-7.44974E+17,0.002543197,1,646.30743 +10441,V30G; I73F; V113I; A169T; A187E; H255L; M291K,0.003272852,1.4204916,26/08/2020,-7.44974E+17,0.001165749,1,748.4064 +10442,V30G; M82L; D118G; G126E; P133S; D152V; S160L; V175E,0.002565314,0.9420006,26/08/2020,-7.44974E+17,0.000410574,1,723.8743 +10443,V30G; R122H; L193H; I212V; S220T; I256V; E275G,0.004359658,1.831106,26/08/2020,-7.44974E+17,0.002132334,1,669.45734 +10444,V30H,0.06484092,3.8124504,26/08/2020,-7.44974E+17,0.064631774,4,58.948803 +10445,V30I,0.03739778,6.7711744,26/08/2020,-7.44974E+17,0.036975058,3,184.57285 +10446,V30L,0.016042797,4.6379647,26/08/2020,-7.44974E+17,0.014843853,2,319.375 +10447,V30L; E46V; T105A; V293F,0.002800675,1.071092,26/08/2020,-7.44974E+17,0.000543741,1,739.8505 +10448,V30L; E91D; G146C; E268K,0.002983457,1.2970932,26/08/2020,-7.44974E+17,0.000976257,1,763.486 +10449,V30L; L243Q,0.011781111,3.3714597,26/08/2020,-7.44974E+17,0.009143347,1,386.76443 +10450,V30L; R47S,0.004788406,1.9997296,26/08/2020,-7.44974E+17,0.002351026,1,672.0804 +10451,V30L; S103T; S220T,0.010992782,3.302671,26/08/2020,-7.44974E+17,0.008708194,1,397.70953 +10452,V30L; S220T,0.0575409,4.818229,26/08/2020,-7.44974E+17,0.056196569,1,95.27539 +10453,V30L; V135I; R148P; P219H; S220T; H230Y,0.002586946,1.092791,26/08/2020,-7.44974E+17,0.00064752,1,802.3979 +10454,V30M,0.054490134,5.8964257,26/08/2020,-7.44974E+17,0.052600844,2,112.31318 +10455,V30M; A53S; T207A; P224T,0.031627186,4.4524407,26/08/2020,-7.44974E+17,0.029328697,1,168.48341 +10456,V30M; A56P; S220T,0.002790114,1.1722051,26/08/2020,-7.44974E+17,0.000785108,1,793.3741 +10457,V30M; E108D; G168A; D170N; S220T,0.002712031,1.049514,26/08/2020,-7.44974E+17,0.000521,1,774.7656 +10458,V30M; E46K; S220T,0.3331413,5.362534,26/08/2020,-7.44974E+17,0.370917333,1,11.78732 +10459,V30M; G286V,0.004584837,1.893662,26/08/2020,-7.44974E+17,0.00224241,1,648.1282 +10460,V30M; H154Y; S220T,0.32808295,5.3824515,26/08/2020,-7.44974E+17,0.365546987,1,12.011622 +10461,V30M; L58H,0.07068597,4.922692,26/08/2020,-7.44974E+17,0.069310612,1,78.2217 +10462,V30M; L98Q; F217L; S220T; G284C,0.002390574,0.9592672,26/08/2020,-7.44974E+17,0.000418142,1,782.3904 +10463,V30M; L98Q; R148C; A174T; V250M; H288L,0.002862464,1.2392508,26/08/2020,-7.44974E+17,0.000859689,1,758.5386 +10464,V30M; M129L; M248I,0.001330479,0.6623006,26/08/2020,-7.44974E+17,0.00024726,2,884.3764 +10465,V30M; P133H; T179I; S220T,0.078562565,4.9815555,26/08/2020,-7.44974E+17,0.076807679,1,70.465935 +10466,V30M; P37H; N77Y; E91A; G136C; D139E; S220T; T245A,0.00279495,1.2408526,26/08/2020,-7.44974E+17,0.000848879,1,761.3453 +10467,V30M; S220T,0.23160417,5.2891736,26/08/2020,-7.44974E+17,0.249167679,1,20.025152 +10468,V30M; S220T; K298M,0.033819586,4.5329275,26/08/2020,-7.44974E+17,0.031399119,1,160.06622 +10469,V30M; S57P; R148P; S220T; H230Y,0.007905496,3.4194317,26/08/2020,-7.44974E+17,0.006675041,2,501.62207 +10470,V30M; S61P; T72A; S114L; N178I; H230Y,0.002542587,1.0095735,26/08/2020,-7.44974E+17,0.000480905,1,749.0622 +10471,V30M; S67G; Y79H; Y83C,0.002110695,0.7469573,26/08/2020,-7.44974E+17,0.000207917,1,772.2348 +10472,V30M; W41R; L189I; S220T,0.003937045,1.6922834,26/08/2020,-7.44974E+17,0.001694644,1,721.28186 +10473,V30N,0.07245696,4.4642644,26/08/2020,-7.44974E+17,0.072060313,3,61.617355 +10474,V30P,0.002444552,1.0160127,26/08/2020,-7.44974E+17,0.000541905,1,777.561 +10475,V30Q,0.16871376,5.135772,26/08/2020,-7.44974E+17,0.178097537,1,29.51027 +10476,V30R,0.08250734,4.9881825,26/08/2020,-7.44974E+17,0.081740267,1,66.103836 +10477,V30S,0.04286532,5.2557344,26/08/2020,-7.44974E+17,0.042514308,2,128.8909 +10478,V30T,0.17366019,2.5250008,26/08/2020,-7.44974E+17,0.174291394,2,14.055535 +10479,V30W,0.012703565,5.1267276,26/08/2020,-7.44974E+17,0.011531114,3,430.60858 +10480,V40A,0.006094513,3.1034443,26/08/2020,-7.44974E+17,0.004961347,2,602.44415 +10481,V40A; A53S; E84D; M129L; L253P,0.003141095,1.3146172,26/08/2020,-7.44974E+17,0.000909923,1,776.13666 +10482,V40A; D163E,0.010183335,3.1329367,26/08/2020,-7.44974E+17,0.007887583,1,418.1164 +10483,V40A; D233V; V250L,0.0029366,1.2566493,26/08/2020,-7.44974E+17,0.000870552,1,764.8509 +10484,V40A; R43L; P88T,0.002875899,1.2319323,26/08/2020,-7.44974E+17,0.00085226,1,777.5047 +10485,V40A; S114P; L134R; S160P; T245I; N249Y,0.006368812,2.5201082,26/08/2020,-7.44974E+17,0.004032952,1,569.9058 +10486,V40A; S220T,0.090979405,5.017172,26/08/2020,-7.44974E+17,0.090678498,1,59.513172 +10487,V40A; S220T; H230Y,0.10473322,5.1501555,26/08/2020,-7.44974E+17,0.104614677,1,52.10227 +10488,V40A; S220T; K236R; R258C,0.010340575,3.169986,26/08/2020,-7.44974E+17,0.008128325,1,419.4849 +10489,V40A; S57P; R137C; S220T,0.002230996,0.78795147,26/08/2020,-7.44974E+17,0.000243597,1,778.6268 +10490,V40A; T44S; S220T,0.16598265,5.1769977,26/08/2020,-7.44974E+17,0.171136999,1,30.189894 +10491,V40A; T72N; A169T; S205G,0.002870219,1.1693758,26/08/2020,-7.44974E+17,0.000660843,1,789.9405 +10492,V40C,0.04067993,4.550332,26/08/2020,-7.44974E+17,0.039436648,1,131.21986 +10493,V40D,0.000894135,0.95030934,26/08/2020,-7.44974E+17,0.000408039,5,1323.4376 +10494,V40D; A202V; S220T; G237D; M273L,0.002730061,1.062577,26/08/2020,-7.44974E+17,0.000563377,1,748.3038 +10495,V40D; A80V; E84D; V109M; A111E; D118V,0.002019628,0.6494771,26/08/2020,-7.44974E+17,0.000135813,1,761.9599 +10496,V40D; D147G; S220T; D233Y,0.002754877,1.1535813,26/08/2020,-7.44974E+17,0.000689575,1,769.99835 +10497,V40D; L181I; S220T,0.002849986,1.775573,26/08/2020,-7.44974E+17,0.001696724,2,812.96783 +10498,V40D; M74L; Q107L; S114P; P171H; L173Q; N178D; E254K,0.003976028,1.7565818,26/08/2020,-7.44974E+17,0.001806917,1,701.1111 +10499,V40D; R148P; S220T; H230Y,0.005948862,2.3232543,26/08/2020,-7.44974E+17,0.003389123,1,585.6874 +10500,V40D; R148P; S220T; H230Y; H255Y; R258H,0.003948003,1.7476833,26/08/2020,-7.44974E+17,0.001804297,1,721.72687 +10501,V40E,0.001339679,0.73303366,26/08/2020,-7.44974E+17,0.00024705,2,917.959 +10502,V40F,0.001292444,1.515635,26/08/2020,-7.44974E+17,0.000840864,5,1350.1191 +10503,V40F; A127G; E153G; M185L; Q194L; S220T,0.003660294,1.5960388,26/08/2020,-7.44974E+17,0.001560747,1,708.86145 +10504,V40F; A180S; R247S,0.007630304,2.7454011,26/08/2020,-7.44974E+17,0.005604755,1,497.48694 +10505,V40F; R148P; L193H; S220T; H230Y,0.004407889,1.8703856,26/08/2020,-7.44974E+17,0.001929184,1,697.7424 +10506,V40F; S220T,0.004110651,1.7363869,26/08/2020,-7.44974E+17,0.001823996,1,692.169 +10507,V40F; V130A; M184T; S220T,0.002450755,0.8797288,26/08/2020,-7.44974E+17,0.000292639,1,731.2868 +10508,V40F; V175E,0.003251432,1.4107617,26/08/2020,-7.44974E+17,0.001080764,1,778.1284 +10509,V40F; W115M; G200V; S220T; N238I; A277V,0.002775176,1.0802833,26/08/2020,-7.44974E+17,0.000574398,1,758.49384 +10510,V40G,0.002733583,1.1730666,26/08/2020,-7.44974E+17,0.000708261,1,778.4778 +10511,V40G; P131T; L198M,0.002807657,1.1582366,26/08/2020,-7.44974E+17,0.000732774,1,771.3392 +10512,V40H,0.000971547,0.993063,26/08/2020,-7.44974E+17,0.000437901,4,1274.626 +10513,V40I,0.087514795,4.962486,26/08/2020,-7.44974E+17,0.085343753,1,62.78407 +10514,V40I; A202T; S220T,0.13779306,5.2471247,26/08/2020,-7.44974E+17,0.138998194,1,38.788612 +10515,V40I; E153K; S220T; H285R,0.011539429,3.331133,26/08/2020,-7.44974E+17,0.009184178,1,377.56158 +10516,V40I; G104C; A169T; A218S; S220T,0.004219289,1.7752705,26/08/2020,-7.44974E+17,0.001980425,1,675.4411 +10517,V40I; L98P; V199M; S292T,0.003922015,1.7381169,26/08/2020,-7.44974E+17,0.001788931,1,727.7452 +10518,V40I; M184V; N190I; F217Y; S301N,0.002552402,1.0091802,26/08/2020,-7.44974E+17,0.000501416,1,797.9059 +10519,V40I; P138T; L167I; P240S; M248K; G286E; M291L,0.002789219,1.1969435,26/08/2020,-7.44974E+17,0.000770748,1,808.0792 +10520,V40I; R148P; S220T; H230Y,0.60029244,5.8399796,26/08/2020,-7.44974E+17,0.7013922,1,3.6161368 +10521,V40I; R96S; D163G; S220T; A229S,0.009115381,2.5045304,26/08/2020,-7.44974E+17,0.008061396,2,332.86484 +10522,V40I; S220T; N249T,0.025947819,4.264166,26/08/2020,-7.44974E+17,0.023277057,1,203.83832 +10523,V40I; S49C; D152N; N178H; V293D,0.003248749,1.3858249,26/08/2020,-7.44974E+17,0.001057492,1,755.00116 +10524,V40I; T44A; L98P; L124I; N178S; S220T; H271Y,0.004028135,1.709345,26/08/2020,-7.44974E+17,0.00174104,1,707.9208 +10525,V40I; T44S; T72N; E84D; W115R; A140V; E275D; A280D,0.003960304,1.7870333,26/08/2020,-7.44974E+17,0.00196782,1,711.8765 +10526,V40I; V232D,0.24359365,5.306134,26/08/2020,-7.44974E+17,0.259974259,1,18.907541 +10527,V40K,0.001648826,0.98078173,26/08/2020,-7.44974E+17,0.000514922,2,923.2562 +10528,V40L,0.21979901,0.98826766,26/08/2020,-7.44974E+17,0.217821405,4,4.114033 +10529,V40L; I73T,0.002895407,1.2040727,26/08/2020,-7.44974E+17,0.000821801,1,752.4509 +10530,V40L; R148P; S220T; H230Y; L269M,0.002946096,1.2309012,26/08/2020,-7.44974E+17,0.000864407,1,776.5286 +10531,V40L; S220T; A257T,0.033251856,4.5079575,26/08/2020,-7.44974E+17,0.03077298,1,162.95503 +10532,V40M,0.013980301,3.5741177,26/08/2020,-7.44974E+17,0.012391587,1,331.85245 +10533,V40Q; R43H,0.002021648,0.7105921,26/08/2020,-7.44974E+17,0.000170696,1,756.10864 +10534,V40S,0.001670639,1.6873031,26/08/2020,-7.44974E+17,0.001052403,4,1188.741 +10535,V40T,0.008044186,5.821926,26/08/2020,-7.44974E+17,0.00747856,5,748.13403 +10536,V40T; L98Q; D152N; T179I; S220T; H230Y,0.003015286,1.2570366,26/08/2020,-7.44974E+17,0.00079865,1,738.21954 +10537,V40W,0.00166894,0.9951397,26/08/2020,-7.44974E+17,0.000516186,2,924.0545 +10538,V52A,0.03376201,7.159394,26/08/2020,-7.44974E+17,0.032647401,5,211.07617 +10539,V52A; A206T; S220T; H271Y,0.047187213,4.6632304,26/08/2020,-7.44974E+17,0.045798026,1,115.89092 +10540,V52A; D287Y; A296V,0.12859596,0.83691263,26/08/2020,-7.44974E+17,0.108487365,10,6.273744 +10541,V52A; E153V; A187V; A218T; H255Q,0.002290629,0.92823607,26/08/2020,-7.44974E+17,0.000384891,1,793.50116 +10542,V52A; F86L; P106Q; T121A; D125V; S220T,0.00395528,1.7370915,26/08/2020,-7.44974E+17,0.001811032,1,703.9955 +10543,V52A; H230Q,0.06769218,4.9552984,26/08/2020,-7.44974E+17,0.066217407,1,82.50799 +10544,V52A; I73T; G215C; P224S; V250M; Q263L,0.01090247,3.2531638,26/08/2020,-7.44974E+17,0.008264392,1,393.908 +10545,V52A; L189F; S220T,0.27031833,5.4165998,26/08/2020,-7.44974E+17,0.295332069,1,16.408506 +10546,V52A; L58P; G146D; S220T,0.002487548,1.0072707,26/08/2020,-7.44974E+17,0.000490078,1,775.885 +10547,V52A; L76I; N100D; H183L; Q194R; M291I,0.004044859,1.7044818,26/08/2020,-7.44974E+17,0.001725999,1,713.1261 +10548,V52A; L76P; R148P; S220T; H230Y; A296D,0.004744187,1.9971498,26/08/2020,-7.44974E+17,0.002566257,1,652.7037 +10549,V52A; M184T; S220T; M273I,0.003438938,1.426068,26/08/2020,-7.44974E+17,0.001134653,1,726.9648 +10550,V52A; R148H; A156V; S220T; H230Y,0.42897722,5.518439,26/08/2020,-7.44974E+17,0.486371779,1,7.5778766 +10551,V52A; T81A; R247C; M248K,0.002285098,0.92398506,26/08/2020,-7.44974E+17,0.000396984,1,789.20557 +10552,V52A; V135L; D152V; L193P; A229V; T245I; E295G,0.005347294,2.104628,26/08/2020,-7.44974E+17,0.003076713,1,591.5383 +10553,V52D,0.010069269,6.505681,26/08/2020,-7.44974E+17,0.0095867,5,662.57385 +10554,V52E,0.055637904,5.8164062,26/08/2020,-7.44974E+17,0.054431544,2,108.268196 +10555,V52E; E108D; S220T,0.07764126,5.0145493,26/08/2020,-7.44974E+17,0.077182623,1,71.10827 +10556,V52E; G126S; A252V,0.003214754,1.4039683,26/08/2020,-7.44974E+17,0.001053762,1,751.4683 +10557,V52E; I73N; N190D; H285R,0.001956355,0.6614512,26/08/2020,-7.44974E+17,0.000111481,1,791.1071 +10558,V52E; P106Q; M129I,0.002909379,1.2013409,26/08/2020,-7.44974E+17,0.000773563,1,772.7034 +10559,V52E; P70L; S117T; V199A; S220T; A260G,0.002510052,1.0549014,26/08/2020,-7.44974E+17,0.000564518,1,782.695 +10560,V52E; S220T; D287E,0.27356562,5.250796,26/08/2020,-7.44974E+17,0.303016395,1,15.559643 +10561,V52E; S220T; E295G,0.010000004,3.1174016,26/08/2020,-7.44974E+17,0.00716164,1,423.75098 +10562,V52E; S57T; G126C; S220T; M273V,0.003678097,1.5991871,26/08/2020,-7.44974E+17,0.001670799,1,704.6312 +10563,V52E; S57T; R137H,0.21558413,5.2704372,26/08/2020,-7.44974E+17,0.228579234,1,21.801615 +10564,V52E; T81A; S220A,0.27493715,5.2985864,26/08/2020,-7.44974E+17,0.30299753,1,15.532012 +10565,V52E; T81I; R274C,0.007920261,2.838898,26/08/2020,-7.44974E+17,0.00582552,1,497.73273 +10566,V52E; Y177F; A197V; A210T; S220T,0.004442999,1.8894881,26/08/2020,-7.44974E+17,0.002156912,1,673.08185 +10567,V52F,0.017638616,6.678859,26/08/2020,-7.44974E+17,0.017057887,4,388.5314 +10568,V52G,0.01429451,6.965537,26/08/2020,-7.44974E+17,0.013800735,6,494.32425 +10569,V52G; A56D; G162R; G191R; S220T,0.003367132,1.4470346,26/08/2020,-7.44974E+17,0.001209324,1,756.4597 +10570,V52G; V150E; S220T; M291I,0.002871271,1.1816795,26/08/2020,-7.44974E+17,0.000723198,1,761.8139 +10571,V52I,0.06884859,8.551012,26/08/2020,-7.44974E+17,0.067856106,4,119.58499 +10572,V52K,0.06373903,4.8336296,26/08/2020,-7.44974E+17,0.062288085,1,86.20528 +10573,V52L,0.11378531,2.8182654,26/08/2020,-7.44974E+17,0.113000633,5,23.412237 +10574,V52L; F86L; N249S,0.012718739,3.4338,26/08/2020,-7.44974E+17,0.010588947,1,348.38922 +10575,V52L; M129L; S220T,0.440641,5.676416,26/08/2020,-7.44974E+17,0.502701886,1,7.4038444 +10576,V52L; S220T,0.5324468,5.6182632,26/08/2020,-7.44974E+17,0.624902245,1,4.917251 +10577,V52L; S220T; A229V; L246F; H288Y,0.005855023,2.273324,26/08/2020,-7.44974E+17,0.003653949,1,593.82135 +10578,V52L; S301R,0.09142801,5.1460724,26/08/2020,-7.44974E+17,0.089127874,1,60.649967 +10579,V52L; T207A; A218T; S220T; M248R,0.003012874,1.2132202,26/08/2020,-7.44974E+17,0.000793987,1,795.9874 +10580,V52M,0.22234292,5.3249893,26/08/2020,-7.44974E+17,0.234697079,1,21.032745 +10581,V52M; A53V,0.017800786,3.918815,26/08/2020,-7.44974E+17,0.015035294,1,280.26434 +10582,V52M; C75S; L98P; T207S,0.00232849,0.79056054,26/08/2020,-7.44974E+17,0.000233599,1,789.0906 +10583,V52M; D95N; G162E; L173Q; A210T,0.008265184,2.8680568,26/08/2020,-7.44974E+17,0.005736593,1,468.37894 +10584,V52M; E91V; Y123C; T157P; V175M; L189S; V199M; E261D,0.004042354,1.7448941,26/08/2020,-7.44974E+17,0.001877598,1,666.845 +10585,V52M; I128T; A228T,0.002765106,1.1741846,26/08/2020,-7.44974E+17,0.000731671,1,754.8405 +10586,V52M; P70S; F209I; S220T,0.004887131,2.025575,26/08/2020,-7.44974E+17,0.002493935,1,641.72394 +10587,V52M; R148P; S220T; H230Y,0.5691038,5.7169466,26/08/2020,-7.44974E+17,0.67941569,1,4.0896187 +10588,V52M; R148P; S220T; H230Y; L246P; E261V,0.002412378,0.9256545,26/08/2020,-7.44974E+17,0.000404596,1,779.0688 +10589,V52M; T157S; L161M; L173M; V199E,0.00335958,1.4719337,26/08/2020,-7.44974E+17,0.001207507,1,762.8009 +10590,V52M; Y177C; E278D,0.004724003,1.911508,26/08/2020,-7.44974E+17,0.002158717,1,654.6276 +10591,V52N,0.013869221,3.568908,26/08/2020,-7.44974E+17,0.011302445,1,335.66647 +10592,V52P,0.008912905,4.8151164,26/08/2020,-7.44974E+17,0.008255611,4,568.8373 +10593,V52Q,0.051657435,7.165528,26/08/2020,-7.44974E+17,0.050625118,3,137.9511 +10594,V52R,0.03979791,6.2461066,26/08/2020,-7.44974E+17,0.039284402,3,159.7702 +10595,V52S,0.022742866,5.174903,26/08/2020,-7.44974E+17,0.021280623,2,246.858 +10596,V52W,0.008642149,5.750652,26/08/2020,-7.44974E+17,0.008207354,6,682.22626 +10597,V52Y,0.017115878,4.1344347,26/08/2020,-7.44974E+17,0.016043932,2,268.62357 +10598,V66A,0.027468983,6.6075835,26/08/2020,-7.44974E+17,0.027260167,4,243.94315 +10599,V66A; C75Y; T81S; A156D,0.005074752,2.1383002,26/08/2020,-7.44974E+17,0.002896843,1,629.0461 +10600,V66A; E84D; V141I,0.026351726,4.3253036,26/08/2020,-7.44974E+17,0.023324137,1,199.8904 +10601,V66A; G168E; G200R,0.003003486,1.3351612,26/08/2020,-7.44974E+17,0.000987549,1,745.9608 +10602,V66A; L143V,0.008419998,3.6476538,26/08/2020,-7.44974E+17,0.007043155,2,506.7596 +10603,V66A; L76P; A89P; D163G; P164L; A257S,0.003621939,1.5470273,26/08/2020,-7.44974E+17,0.001442073,1,719.2947 +10604,V66A; L98P; A127T; S220T,0.002423422,0.95827657,26/08/2020,-7.44974E+17,0.000423668,1,786.763 +10605,V66A; M184V; S220T,0.009383028,2.9639552,26/08/2020,-7.44974E+17,0.006827756,1,436.05627 +10606,V66A; M185I; E208K; F217L,0.002757443,1.4124649,26/08/2020,-7.44974E+17,0.001528835,2,741.21985 +10607,V66A; T121P; S220T,0.001774979,1.073919,26/08/2020,-7.44974E+17,0.000644487,2,902.2928 +10608,V66A; Y144S; L161M; P300L,0.002619295,1.0729666,26/08/2020,-7.44974E+17,0.000633827,1,773.5377 +10609,V66C,0.043041606,4.640614,26/08/2020,-7.44974E+17,0.041075599,1,125.688515 +10610,V66D,0.00203862,1.2999083,26/08/2020,-7.44974E+17,0.000916531,2,903.9514 +10611,V66E,0.001006717,1.4626985,26/08/2020,-7.44974E+17,0.000694572,7,1620.9614 +10612,V66E; E108D; P133H; N289S,0.001989327,0.730043,26/08/2020,-7.44974E+17,0.000196219,1,770.925 +10613,V66E; E153G; G200R; S220T,0.00298605,1.2747709,26/08/2020,-7.44974E+17,0.000911525,1,785.62695 +10614,V66E; H154Q; S220T; N238D,0.003115469,1.3452802,26/08/2020,-7.44974E+17,0.000955439,1,747.2376 +10615,V66E; L222M; V250L; R258H,0.002922034,1.2487906,26/08/2020,-7.44974E+17,0.00084621,1,755.2512 +10616,V66E; L98V; A116T; L227P,0.002408441,0.95757055,26/08/2020,-7.44974E+17,0.000413313,1,786.43994 +10617,V66E; M129I; S145T; R148P; S220T; H230Y,0.00321614,1.3307354,26/08/2020,-7.44974E+17,0.001027599,1,767.3374 +10618,V66E; N238K; Q263R,0.004131278,1.7948554,26/08/2020,-7.44974E+17,0.002029204,1,680.87305 +10619,V66E; V113E; A116S; D118N; V199A,0.005490263,2.2954023,26/08/2020,-7.44974E+17,0.003413462,1,611.7392 +10620,V66E; V130M; S220T,0.002824941,1.1823164,26/08/2020,-7.44974E+17,0.000776417,1,768.45844 +10621,V66E; V135E; A213T,0.002257986,0.8620249,26/08/2020,-7.44974E+17,0.000327347,1,793.30725 +10622,V66E; V85D; S220T; L227P; T245S,0.002712215,1.068848,26/08/2020,-7.44974E+17,0.000539922,1,772.4725 +10623,V66E; V99D; L119F; T196M; S220T; A229V,0.003270482,1.4320319,26/08/2020,-7.44974E+17,0.001059291,1,812.6808 +10624,V66F,0.013582552,1.148441,26/08/2020,-7.44974E+17,0.013128857,4,104.8531 +10625,V66G,0.002700815,1.1032741,26/08/2020,-7.44974E+17,0.000663168,1,786.973 +10626,V66G; V150E; H266Y; S267A; H288P,0.003595706,1.5405635,26/08/2020,-7.44974E+17,0.001365989,1,728.19006 +10627,V66I,0.1702846,5.122635,26/08/2020,-7.44974E+17,0.183428288,1,29.154146 +10628,V66K,0.002490343,0.9766253,26/08/2020,-7.44974E+17,0.000454396,1,757.18115 +10629,V66L,0.054550562,3.857886,26/08/2020,-7.44974E+17,0.053573393,4,71.94275 +10630,V66L; A156V; S220T,0.19739975,5.158524,26/08/2020,-7.44974E+17,0.209435307,1,24.198988 +10631,V66L; D95N; M184L,0.014733982,3.7024882,26/08/2020,-7.44974E+17,0.011656034,1,333.8853 +10632,V66L; L182P; G286V; F297Y,0.002747388,1.086675,26/08/2020,-7.44974E+17,0.000558394,1,735.29126 +10633,V66L; P70R; M129K; T196A; S220T; Y294F,0.00247652,1.0881644,26/08/2020,-7.44974E+17,0.000582439,1,787.3204 +10634,V66L; S220T; M273R,0.002990383,1.2456863,26/08/2020,-7.44974E+17,0.000785348,1,771.917 +10635,V66L; V113I; R137G; F142Y; T179I,0.002557649,1.0756152,26/08/2020,-7.44974E+17,0.000528951,1,831.2288 +10636,V66L; V99D; D211E,0.001922739,0.6076612,26/08/2020,-7.44974E+17,8.35E-05,1,736.8395 +10637,V66L; Y83C; R148P; S220T; H230Y; Q263H,0.003822684,1.6805004,26/08/2020,-7.44974E+17,0.00169141,1,700.28796 +10638,V66M,0.016966257,4.76917,26/08/2020,-7.44974E+17,0.016418396,3,300.73834 +10639,V66M; G168V; L214P; D233V; G241C,0.002354073,0.8715619,26/08/2020,-7.44974E+17,0.000339468,1,790.7792 +10640,V66M; L161P; S220T,0.002354891,0.8848512,26/08/2020,-7.44974E+17,0.000314695,1,770.20856 +10641,V66M; P131T; A180T; T188P; S220T,0.003151932,1.3789371,26/08/2020,-7.44974E+17,0.001155412,1,763.7955 +10642,V66M; S114P,0.002862557,1.1661718,26/08/2020,-7.44974E+17,0.000770379,1,742.64575 +10643,V66M; S220T,0.12649079,2.3057492,26/08/2020,-7.44974E+17,0.12648428,3,18.151876 +10644,V66M; S67R,0.033723034,4.4295487,26/08/2020,-7.44974E+17,0.031775986,1,155.272 +10645,V66M; Y83F; R94P; R110S; V150E; Y192N; H266L; P270S; Y294C,0.00206858,0.68999064,26/08/2020,-7.44974E+17,0.000168443,1,758.63983 +10646,V66N,0.001886028,1.0813874,26/08/2020,-7.44974E+17,0.000696188,2,857.91766 +10647,V66P,0.0033296,1.4034917,26/08/2020,-7.44974E+17,0.001177396,1,741.9261 +10648,V66Q,0.001476443,1.3830259,26/08/2020,-7.44974E+17,0.001087379,6,1069.3293 +10649,V66R,0.002991333,1.2719834,26/08/2020,-7.44974E+17,0.000879745,1,734.53394 +10650,V66S,0.004798736,1.9182781,26/08/2020,-7.44974E+17,0.00251664,1,629.7809 +10651,V66T,0.024074247,5.479395,26/08/2020,-7.44974E+17,0.023505634,4,234.28648 +10652,V66Y,0.002216807,1.4103956,26/08/2020,-7.44974E+17,0.001105565,2,888.11884 +10653,V71A,0.032714557,2.6471543,26/08/2020,-7.44974E+17,0.031950125,5,85.0405 +10654,V71A; L119I; G136D; S220T,0.003575018,1.5458968,26/08/2020,-7.44974E+17,0.001367457,1,728.2643 +10655,V71A; L167P; S220T; H271L,0.002707533,1.1205573,26/08/2020,-7.44974E+17,0.000641772,1,789.13 +10656,V71A; L182P; S220T,0.002686091,0.98352623,26/08/2020,-7.44974E+17,0.000389716,1,763.1362 +10657,V71A; L214H; S220P; G244C,0.002350208,0.9245487,26/08/2020,-7.44974E+17,0.000378208,1,838.4308 +10658,V71A; L76H; A213T,0.002405946,0.9049397,26/08/2020,-7.44974E+17,0.000341173,1,801.2627 +10659,V71A; L76H; V109A; V130E; D163Y; A180S; V199M; S220T; Y290N,0.002804339,1.1439575,26/08/2020,-7.44974E+17,0.000687725,1,770.06635 +10660,V71A; N100K; L234P,0.003941274,1.6702942,26/08/2020,-7.44974E+17,0.001704083,1,687.91766 +10661,V71A; S160T; V175E; F209I; S220T,0.002190948,0.8101906,26/08/2020,-7.44974E+17,0.000245531,1,777.9882 +10662,V71A; S220T; G241C,0.018141238,3.8705366,26/08/2020,-7.44974E+17,0.016243867,1,265.53732 +10663,V71A; S220T; V221G,0.037746128,4.5209703,26/08/2020,-7.44974E+17,0.036148852,1,144.35265 +10664,V71A; S220T; Y294F,0.21984693,5.3670006,26/08/2020,-7.44974E+17,0.233460558,1,21.530468 +10665,V71C,0.0665702,0.98700845,26/08/2020,-7.44974E+17,0.067813044,5,16.854948 +10666,V71D,0.001476686,0.8264531,26/08/2020,-7.44974E+17,0.000369634,2,918.3839 +10667,V71D; F86L; D152Y; S220T; L269S,0.002852154,1.1828693,26/08/2020,-7.44974E+17,0.000708309,1,738.57904 +10668,V71D; L101Q; D125V; L234R; V265I,0.004657568,2.0504732,26/08/2020,-7.44974E+17,0.002292379,1,670.99194 +10669,V71D; L134Q; L189S; S220T; A280S,0.004590671,1.9478137,26/08/2020,-7.44974E+17,0.002297848,1,678.89044 +10670,V71D; P164L; N178I; A197V; E208G,0.002472355,1.0054145,26/08/2020,-7.44974E+17,0.000562301,1,784.54193 +10671,V71D; S220T,0.003437328,1.4425509,26/08/2020,-7.44974E+17,0.001117547,1,729.3393 +10672,V71D; S220T; A223V,0.002740635,1.0937488,26/08/2020,-7.44974E+17,0.000644708,1,773.34576 +10673,V71D; S220T; A277T,0.00215563,0.8368423,26/08/2020,-7.44974E+17,0.000318903,1,765.2084 +10674,V71D; S220T; R247C,0.008636172,2.9057734,26/08/2020,-7.44974E+17,0.006306321,1,463.39404 +10675,V71D; T72S; N238K,0.005411305,2.2024844,26/08/2020,-7.44974E+17,0.003115655,1,599.91675 +10676,V71D; T81I; Q107H; D118N; T121S; Q194H; E262G,0.003164055,1.304311,26/08/2020,-7.44974E+17,0.000993287,1,759.80225 +10677,V71D; V109G; A174V; P300S,0.005604172,2.243385,26/08/2020,-7.44974E+17,0.003247047,1,593.1486 +10678,V71D; V99I; A169V; G284S,0.002513873,1.0095147,26/08/2020,-7.44974E+17,0.000451024,1,787.5435 +10679,V71E,0.003357859,1.4193214,26/08/2020,-7.44974E+17,0.00104204,1,734.22736 +10680,V71F,0.016871613,1.4359381,26/08/2020,-7.44974E+17,0.016229489,3,104.90775 +10681,V71F; A80D; S220T; H230Y; E275V; D287Y,0.005047809,2.023034,26/08/2020,-7.44974E+17,0.002548851,1,635.20935 +10682,V71F; M129V,0.004232033,1.8183751,26/08/2020,-7.44974E+17,0.001994103,1,686.46936 +10683,V71G,0.003077733,2.3024867,26/08/2020,-7.44974E+17,0.00229999,3,869.2013 +10684,V71G; D170Y,0.002566101,0.9558033,26/08/2020,-7.44974E+17,0.000391213,1,773.036 +10685,V71G; F166S; T172S; S220T,0.003486747,1.4167656,26/08/2020,-7.44974E+17,0.001129004,1,754.3108 +10686,V71G; G126D; A127T; L269S,0.002755732,1.2125955,26/08/2020,-7.44974E+17,0.000765633,1,798.6842 +10687,V71G; M82L; D125G; R148P; S220T; H230Y; G244V; H271Y,0.003046003,1.3671346,26/08/2020,-7.44974E+17,0.001042892,1,793.4632 +10688,V71G; P88H; P138L; R148C; A149T; P219A; S220T,0.002932999,1.1968039,26/08/2020,-7.44974E+17,0.000741342,1,744.0831 +10689,V71H,0.001927057,1.7441659,26/08/2020,-7.44974E+17,0.00141349,4,1047.6312 +10690,V71I,0.23850173,0.9375656,26/08/2020,-7.44974E+17,0.268953477,7,3.2833705 +10691,V71I; A218M; A303P,0.5775295,2.4437118,26/08/2020,-7.44974E+17,0.577514904,12,1.7595581 +10692,V71I; A218M; A303T,0.6315853,3.5106256,26/08/2020,-7.44974E+17,0.671657975,2,1.884581 +10693,V71I; A218M; P302K,0.68161094,5.0517225,26/08/2020,-7.44974E+17,0.690945663,15,2.322589 +10694,V71I; A218M; S304P,0.3682017,0.4339354,26/08/2020,-7.44974E+17,0.456639311,6,0.8086668 +10695,V71I; A259T; A303K,0.69786036,5.0493245,26/08/2020,-7.44974E+17,0.763775462,2,1.9628394 +10696,V71I; A296T; A303T,0.5956011,2.4093423,26/08/2020,-7.44974E+17,0.600349584,10,1.6082759 +10697,V71I; A80C,0.23492777,5.348251,26/08/2020,-7.44974E+17,0.248566499,1,20.042442 +10698,V71I; C75D,0.002619838,1.0489475,26/08/2020,-7.44974E+17,0.000567492,1,740.69385 +10699,V71I; D147Y; E278G,0.003187303,1.4078962,26/08/2020,-7.44974E+17,0.001059007,1,748.864 +10700,V71I; D95N; S220T,0.61100596,5.990991,26/08/2020,-7.44974E+17,0.728152947,1,3.505441 +10701,V71I; D95V; M184K; Y186F; L193P; E262D; G264A,0.004295527,1.8388908,26/08/2020,-7.44974E+17,0.002043809,1,672.8963 +10702,V71I; E108D; T121K; L143S; L151M; N178D; G203C; F217L; M248I,0.002048036,0.6791178,26/08/2020,-7.44974E+17,0.00013956,1,762.1389 +10703,V71I; E84G; S220T; N238D; A277T,0.003815978,1.5803738,26/08/2020,-7.44974E+17,0.001392001,1,705.64386 +10704,V71I; G146S; L161P; N178S; S220T; Y290S,0.002613838,1.0446384,26/08/2020,-7.44974E+17,0.000529161,1,743.75336 +10705,V71I; G87D; N102K; Q107H; S220T,0.003407491,1.4657825,26/08/2020,-7.44974E+17,0.00128764,1,747.3608 +10706,V71I; L119F; L167H; S220T; L222Q; L253P; M273L,0.002824819,1.2295423,26/08/2020,-7.44974E+17,0.000763139,1,748.415 +10707,V71I; L76H; D139G; A187T; A282E,0.003617395,1.542977,26/08/2020,-7.44974E+17,0.00139906,1,745.30426 +10708,V71I; P302R; A303K,0.5081152,1.3289591,26/08/2020,-7.44974E+17,0.519396348,10,1.2884047 +10709,V71I; P302R; A303P,0.46110013,0.8590266,26/08/2020,-7.44974E+17,0.47291716,10,1.0210956 +10710,V71I; P302R; S304I,0.42778826,0.83539504,26/08/2020,-7.44974E+17,0.444474215,10,1.1421143 +10711,V71I; P302R; S304L,0.4012087,0.8124536,26/08/2020,-7.44974E+17,0.40993415,10,1.2514743 +10712,V71I; S220T; G244S; E275V,0.016810685,3.8616788,26/08/2020,-7.44974E+17,0.013812784,1,293.16132 +10713,V71I; T196A,0.07170329,4.8710938,26/08/2020,-7.44974E+17,0.070668908,1,76.45951 +10714,V71K,0.002393492,0.481265,26/08/2020,-7.44974E+17,0.001797883,3,339.5011 +10715,V71L; D118N; V250L,0.17617139,0.5682469,26/08/2020,-7.44974E+17,0.188960487,7,3.1310456 +10716,V71L; D139H; D147V; E262G,0.002517176,1.0054479,26/08/2020,-7.44974E+17,0.000466891,1,780.40594 +10717,V71L; L124H; Y144F,0.002739834,1.1144438,26/08/2020,-7.44974E+17,0.000546202,1,777.1951 +10718,V71L; R148P; S220T; H230Y,0.6197454,5.9058948,26/08/2020,-7.44974E+17,0.727104061,1,3.2854044 +10719,V71L; V85G; A92V; A127T,0.002668062,1.099803,26/08/2020,-7.44974E+17,0.000612782,1,767.80054 +10720,V71M,0.36965162,5.5284395,26/08/2020,-7.44974E+17,0.403656893,1,10.0542555 +10721,V71M; A156T; A259T,0.7486301,11.087598,26/08/2020,-7.44974E+17,0.758456529,17,3.6822176 +10722,V71M; A156T; V175K,0.73463774,9.602908,26/08/2020,-7.44974E+17,0.748571404,10,3.3927264 +10723,V71M; A156T; Y177W,0.61874104,5.125886,26/08/2020,-7.44974E+17,0.629345724,23,3.1398122 +10724,V71M; E91D; A156T,0.4834415,5.224911,26/08/2020,-7.44974E+17,0.494150528,6,5.6024776 +10725,V71M; V175K; A259T,0.79530525,18.271738,26/08/2020,-7.44974E+17,0.809156334,17,4.652294 +10726,V71N,0.001297156,1.3552741,26/08/2020,-7.44974E+17,0.00083656,5,1233.5538 +10727,V71P,0.001947098,1.141293,26/08/2020,-7.44974E+17,0.001163822,3,776.28174 +10728,V71Q,0.005582932,2.216284,26/08/2020,-7.44974E+17,0.003196164,1,595.7017 +10729,V71Q; M74I,0.002601145,1.2273512,26/08/2020,-7.44974E+17,0.001577251,2,666.2492 +10730,V71R,0.004866509,2.025941,26/08/2020,-7.44974E+17,0.002353938,1,657.8963 +10731,V71S,0.003495229,2.137548,26/08/2020,-7.44974E+17,0.002368186,2,775.5286 +10732,V71T,0.019388674,2.809863,26/08/2020,-7.44974E+17,0.018431919,2,169.45964 +10733,V71W,0.003080535,1.2843144,26/08/2020,-7.44974E+17,0.000913649,1,771.6735 +10734,V71Y,0.002484157,0.9700029,26/08/2020,-7.44974E+17,0.000418319,1,767.6214 +10735,V71Y; M74I,0.003431701,1.4644786,26/08/2020,-7.44974E+17,0.001163571,1,752.4522 +10736,V85A,0.04297761,5.698545,26/08/2020,-7.44974E+17,0.041984155,2,139.50108 +10737,V85A; A140T; S220T; L222Q,0.002245115,0.84523034,26/08/2020,-7.44974E+17,0.00028209,1,758.0027 +10738,V85A; D125C,0.003372602,1.4012768,26/08/2020,-7.44974E+17,0.001127672,1,713.2126 +10739,V85A; D287Y,0.006866244,2.5686018,26/08/2020,-7.44974E+17,0.004699948,1,530.8699 +10740,V85A; L176S,0.005419854,2.1917448,26/08/2020,-7.44974E+17,0.003124769,1,611.3244 +10741,V85A; Q107L; A111V,0.002912916,1.2619915,26/08/2020,-7.44974E+17,0.000941957,1,790.1871 +10742,V85A; R148P; S220T; H230Y,0.41009623,5.4887495,26/08/2020,-7.44974E+17,0.464649023,1,8.279668 +10743,V85A; S220T; E262V; G284S,0.003256505,1.3847619,26/08/2020,-7.44974E+17,0.001015079,1,754.76025 +10744,V85A; S226P; G264S; N289S,0.002996418,1.3348483,26/08/2020,-7.44974E+17,0.001060178,1,742.37946 +10745,V85A; T172R; Y290F,0.003058613,1.2991223,26/08/2020,-7.44974E+17,0.000934036,1,785.5758 +10746,V85A; V109A; E208K,0.007663554,2.729426,26/08/2020,-7.44974E+17,0.005356088,1,506.3795 +10747,V85A; V99I; R148P; S220T; H230Y; D233E; G244D; A252G; P300S,0.00296366,1.2392331,26/08/2020,-7.44974E+17,0.000798563,1,783.03796 +10748,V85C,0.02867425,4.315432,26/08/2020,-7.44974E+17,0.026506397,1,185.26724 +10749,V85D; A156V; V265L; R279G; N289Y,0.001932633,0.6791411,26/08/2020,-7.44974E+17,0.000148234,1,779.178 +10750,V85D; A187E; S220T,0.003305719,1.3799034,26/08/2020,-7.44974E+17,0.001052258,1,715.65985 +10751,V85D; L101Q; N249D; M273V,0.001993849,0.6148163,26/08/2020,-7.44974E+17,0.000106755,1,733.53766 +10752,V85D; P106L; L246H; N289D,0.00368405,1.5565684,26/08/2020,-7.44974E+17,0.001504622,1,727.2982 +10753,V85D; S220L; S225P,0.002489809,1.0443605,26/08/2020,-7.44974E+17,0.000506851,1,802.6024 +10754,V85E,0.004249757,2.8373513,26/08/2020,-7.44974E+17,0.003411592,3,757.10986 +10755,V85F,0.014699072,3.7174957,26/08/2020,-7.44974E+17,0.01212121,1,324.95792 +10756,V85F; R148P; S220T; H230Y,0.48706946,5.6854877,26/08/2020,-7.44974E+17,0.55273466,1,6.069308 +10757,V85F; T179N; Y192C; Q194R; N289D; S292Y,0.003866278,1.7291034,26/08/2020,-7.44974E+17,0.001656019,1,732.90515 +10758,V85G,0.003222909,1.3223035,26/08/2020,-7.44974E+17,0.000957871,1,741.5627 +10759,V85G; Y239H,0.002377902,0.93151814,26/08/2020,-7.44974E+17,0.000351901,1,800.07837 +10760,V85H,0.05048939,4.681128,26/08/2020,-7.44974E+17,0.049050018,1,107.58001 +10761,V85I,0.09156577,6.3887773,26/08/2020,-7.44974E+17,0.089924492,2,68.78442 +10762,V85I; A112T,0.00495562,2.0350003,26/08/2020,-7.44974E+17,0.00251275,1,632.00366 +10763,V85I; E108D; A127V; A210T; L214F; W216R; S220I; A260T,0.003384934,1.4322672,26/08/2020,-7.44974E+17,0.001212466,1,736.9714 +10764,V85L,0.05089441,6.72454,26/08/2020,-7.44974E+17,0.051208689,4,130.75848 +10765,V85M,0.018257711,4.930266,26/08/2020,-7.44974E+17,0.016219671,2,297.7889 +10766,V85N,0.006690136,4.4687147,26/08/2020,-7.44974E+17,0.005940009,4,709.7474 +10767,V85P,0.00097972,1.1245725,26/08/2020,-7.44974E+17,0.000526828,5,1386.3497 +10768,V85Q,0.015572717,3.7577307,26/08/2020,-7.44974E+17,0.012725917,1,312.83313 +10769,V85R,0.005110063,3.9349978,26/08/2020,-7.44974E+17,0.004625959,5,811.2088 +10770,V85S,0.012771967,4.0314064,26/08/2020,-7.44974E+17,0.011551593,2,353.93 +10771,V85T,0.040679965,6.39024,26/08/2020,-7.44974E+17,0.040128084,3,159.14105 +10772,V85W,0.006507418,3.9140718,26/08/2020,-7.44974E+17,0.00574943,4,646.5365 +10773,V85Y,0.00595342,2.2777464,26/08/2020,-7.44974E+17,0.003554035,1,563.364 +10774,V97A,0.068129174,5.965351,26/08/2020,-7.44974E+17,0.068766059,2,89.253265 +10775,V97A; A218T; K236N; M291K,0.001786714,0.5590962,26/08/2020,-7.44974E+17,6.78E-05,1,731.66223 +10776,V97A; E108D; A116T; D139V,0.005676782,2.26253,26/08/2020,-7.44974E+17,0.003694557,1,590.53687 +10777,V97A; L161M; S226P; S301C,0.003523326,1.4723375,26/08/2020,-7.44974E+17,0.001168016,1,729.3667 +10778,V97A; L98P; H154R; M184I; S220T; A280T,0.005444635,2.1902483,26/08/2020,-7.44974E+17,0.003115255,1,613.46844 +10779,V97A; R148C; R155P; S220T; P224H; R247S,0.002775751,1.0738903,26/08/2020,-7.44974E+17,0.000501135,1,797.7384 +10780,V97A; S220T,0.6249026,5.457365,26/08/2020,-7.44974E+17,0.681721138,2,3.1331775 +10781,V97A; S220T; H230Y,0.7888526,16.223394,26/08/2020,-7.44974E+17,0.81150111,10,4.2601047 +10782,V97A; Y239H,0.005518063,2.2130268,26/08/2020,-7.44974E+17,0.003198866,1,594.7278 +10783,V97C,0.11758266,5.4234934,26/08/2020,-7.44974E+17,0.117558588,2,44.116047 +10784,V97D,0.036470827,4.461055,26/08/2020,-7.44974E+17,0.034842018,1,145.46413 +10785,V97D; E108V; L243P,0.003076745,1.3728906,26/08/2020,-7.44974E+17,0.001060187,1,759.07666 +10786,V97D; E295D,0.010464277,3.1798227,26/08/2020,-7.44974E+17,0.008370251,1,403.6238 +10787,V97D; F166L; V199M; S220T,0.024850564,4.144499,26/08/2020,-7.44974E+17,0.022026112,1,210.46822 +10788,V97D; G104S; L198Q; S220T; E268D,0.002232546,0.8966745,26/08/2020,-7.44974E+17,0.000341554,1,782.06635 +10789,V97D; L151P; M185V; V281D,0.004504383,1.8103306,26/08/2020,-7.44974E+17,0.001836187,1,678.4896 +10790,V97D; L189I; S220T; V221E; M248K,0.004159019,1.7542543,26/08/2020,-7.44974E+17,0.001976349,1,676.0105 +10791,V97D; M129I; N249T; H266L; Q283H,0.002387716,0.9740818,26/08/2020,-7.44974E+17,0.000475714,1,813.0816 +10792,V97D; P171L; S201P; V204M,0.002110819,0.74104524,26/08/2020,-7.44974E+17,0.000187262,1,723.7736 +10793,V97D; S220T,0.32588172,5.36707,26/08/2020,-7.44974E+17,0.353313645,1,12.187763 +10794,V97D; S220T; H230Y,0.5799034,5.6783557,26/08/2020,-7.44974E+17,0.692399443,1,3.8504965 +10795,V97D; T105I; D170E; Y177F; S220T; M273L,0.00321909,1.3626904,26/08/2020,-7.44974E+17,0.001074582,1,759.2551 +10796,V97D; T105I; P138Q; S220T; E254G; H266R,0.0033163,1.4338179,26/08/2020,-7.44974E+17,0.001162526,1,733.5518 +10797,V97E,0.015160188,4.9765835,26/08/2020,-7.44974E+17,0.014728416,6,336.22836 +10798,V97G; A127T; L173M,0.012310985,3.4655356,26/08/2020,-7.44974E+17,0.009779953,1,366.40854 +10799,V97G; L124I; S220T,0.19487172,5.4137325,26/08/2020,-7.44974E+17,0.196962069,1,25.942791 +10800,V97G; Y144N; R148P; S220T; H230Y,0.18791184,5.139655,26/08/2020,-7.44974E+17,0.201984551,1,25.628752 +10801,V97H,0.025550403,4.9865947,26/08/2020,-7.44974E+17,0.024083365,2,210.92955 +10802,V97I; A112V; H154R; M185L; M273V,0.005990028,2.3581195,26/08/2020,-7.44974E+17,0.003738898,1,576.1139 +10803,V97I; A156T; A187T; S220T; H230Y; D235G; E254V,0.006816716,2.5443177,26/08/2020,-7.44974E+17,0.004400496,1,545.7786 +10804,V97I; D152G; S220T; T245R,0.002585382,1.0597098,26/08/2020,-7.44974E+17,0.000582781,1,813.0267 +10805,V97I; D287A,0.039542876,5.671907,26/08/2020,-7.44974E+17,0.039146049,2,150.4426 +10806,V97I; G104C; G215V; S220T; E261D,0.004682826,1.9291046,26/08/2020,-7.44974E+17,0.002435044,1,627.4323 +10807,V97I; N100W,0.009713486,1.2426974,26/08/2020,-7.44974E+17,0.008960258,2,187.18658 +10808,V97I; S220T; E295V,0.01398949,3.6131084,26/08/2020,-7.44974E+17,0.010907879,1,330.59976 +10809,V97K,0.007607832,4.6831365,26/08/2020,-7.44974E+17,0.006962588,4,650.4151 +10810,V97L,0.03167527,5.5112586,26/08/2020,-7.44974E+17,0.030600175,2,185.51099 +10811,V97L; S220T; H230Y,0.43339205,3.5771117,26/08/2020,-7.44974E+17,0.456625705,2,4.8570414 +10812,V97Q; V99F,0.002444666,0.97843057,26/08/2020,-7.44974E+17,0.000377262,1,829.73157 +10813,V97R,0.008237099,2.7580383,26/08/2020,-7.44974E+17,0.005578851,1,471.92947 +10814,V97S,0.05704793,4.755787,26/08/2020,-7.44974E+17,0.056488656,1,96.28971 +10815,V97T,0.15899575,2.4598434,26/08/2020,-7.44974E+17,0.159903211,3,14.607446 +10816,V97W,0.014300639,4.533961,26/08/2020,-7.44974E+17,0.012784258,2,351.63654 +10817,V97Y,0.028448705,7.1407237,26/08/2020,-7.44974E+17,0.028333186,5,251.87508 +10818,V99A,0.002040979,1.7664546,26/08/2020,-7.44974E+17,0.001714707,8,940.4305 +10819,V99A; D118V; L161M; S220T,0.002648366,1.0812868,26/08/2020,-7.44974E+17,0.000576974,1,806.3535 +10820,V99A; L143M; S220T; F297I,0.003156557,1.3350254,26/08/2020,-7.44974E+17,0.001046575,1,763.6783 +10821,V99A; L158P; D163V; S220T,0.003662996,1.5951532,26/08/2020,-7.44974E+17,0.001436162,1,707.3075 +10822,V99A; M184I; S220T,0.003293825,1.3178713,26/08/2020,-7.44974E+17,0.000954879,1,747.3654 +10823,V99A; N190D; N289D,0.002964311,1.2421238,26/08/2020,-7.44974E+17,0.000844839,1,780.1293 +10824,V99A; P106Q; L134Q; S220T; E278G,0.002239439,0.8500216,26/08/2020,-7.44974E+17,0.000289123,1,805.43665 +10825,V99A; S220T,0.003763107,1.6226405,26/08/2020,-7.44974E+17,0.001447915,1,696.8495 +10826,V99D,0.008994601,0.43860593,26/08/2020,-7.44974E+17,0.008691195,7,64.89794 +10827,V99D; G120S; S220T; L269F,0.005114778,2.0321336,26/08/2020,-7.44974E+17,0.00255665,1,638.05493 +10828,V99D; H154Q; L181I; G215C; P219L; R247S,0.004524463,1.9173903,26/08/2020,-7.44974E+17,0.002071057,1,687.103 +10829,V99D; L143S; Y177F,0.003077304,1.2388893,26/08/2020,-7.44974E+17,0.00078383,1,758.0616 +10830,V99D; L151Q; S220T,0.004221115,1.7901304,26/08/2020,-7.44974E+17,0.0019417,1,692.2656 +10831,V99D; L167R; D170E; A174S; L176F; S220T,0.003143824,1.3533832,26/08/2020,-7.44974E+17,0.001007471,1,743.5572 +10832,V99D; R122P; V150E; S220T,0.00296381,1.2850204,26/08/2020,-7.44974E+17,0.000973931,1,744.0276 +10833,V99D; S220T,0.002078328,1.1674625,26/08/2020,-7.44974E+17,0.000981799,2,827.2657 +10834,V99D; S220T; V250M; I256T,0.002096445,1.2733897,26/08/2020,-7.44974E+17,0.000880223,2,892.9794 +10835,V99E,0.004780459,0.5878033,26/08/2020,-7.44974E+17,0.004475796,8,151.92374 +10836,V99F,0.021822257,0.60565466,26/08/2020,-7.44974E+17,0.021409142,9,32.391064 +10837,V99F; N178I; N289K,0.0056503,2.2772987,26/08/2020,-7.44974E+17,0.003393872,1,574.4732 +10838,V99G,0.001823304,0.92626816,26/08/2020,-7.44974E+17,0.001252882,4,660.663 +10839,V99G; L143F; S220T,0.003718246,1.621842,26/08/2020,-7.44974E+17,0.00168443,1,691.37213 +10840,V99H,0.014990373,0.84830916,26/08/2020,-7.44974E+17,0.014156381,2,89.83562 +10841,V99I,0.1325221,0.52789503,26/08/2020,-7.44974E+17,0.16889502,2,5.502351 +10842,V99I; A252V; E295V,0.004571868,1.9072961,26/08/2020,-7.44974E+17,0.002323403,1,672.7269 +10843,V99I; G126D; T188P; S220T; S292Y,0.003385414,1.454904,26/08/2020,-7.44974E+17,0.001274737,1,731.27856 +10844,V99I; L176F; S220T; A223T; N249I,0.002264446,0.84134007,26/08/2020,-7.44974E+17,0.000319564,1,774.9635 +10845,V99I; S220T,0.6752652,5.6261387,26/08/2020,-7.44974E+17,0.82507892,1,2.3248565 +10846,V99I; S220T; H230Y,0.003511298,1.5297703,26/08/2020,-7.44974E+17,0.001306321,1,734.28217 +10847,V99I; T207N,0.14374644,5.1110873,26/08/2020,-7.44974E+17,0.151278551,1,35.239113 +10848,V99I; W115R; R148P; S220T; H230Y,0.003712039,1.5626359,26/08/2020,-7.44974E+17,0.001535565,1,711.1981 +10849,V99K,0.004192002,0.62034065,26/08/2020,-7.44974E+17,0.003594364,5,203.97151 +10850,V99L,0.020644698,0.9759536,26/08/2020,-7.44974E+17,0.020013902,6,55.241722 +10851,V99L; S220T; N251K; E268V,0.003263224,1.444194,26/08/2020,-7.44974E+17,0.001164305,1,777.8942 +10852,V99M,0.011395955,0.73635566,26/08/2020,-7.44974E+17,0.010738447,11,73.34948 +10853,V99N,0.007502791,0.5449855,26/08/2020,-7.44974E+17,0.007312719,5,99.746925 +10854,V99P,0.001122482,1.239134,26/08/2020,-7.44974E+17,0.000773665,7,1256.5481 +10855,V99Q,0.003892113,0.66015106,26/08/2020,-7.44974E+17,0.003632811,10,199.71983 +10856,V99R,0.000951296,1.3186915,26/08/2020,-7.44974E+17,0.000625448,7,1551.8774 +10857,V99S,0.004053411,0.55274045,26/08/2020,-7.44974E+17,0.003761517,7,177.64151 +10858,V99T,0.004291161,2.664833,26/08/2020,-7.44974E+17,0.003532251,3,706.55804 +10859,V99W,0.005886305,0.5027622,26/08/2020,-7.44974E+17,0.005526995,13,101.23034 +10860,V99Y,0.004069564,0.9948101,26/08/2020,-7.44974E+17,0.003518804,6,289.04904 +10861,V99Y; A202V,0.001760121,1.0556353,26/08/2020,-7.44974E+17,0.000699572,2,889.96515 +10862,W115A,0.009992315,4.838275,26/08/2020,-7.44974E+17,0.009553793,6,498.86502 +10863,W115C,0.011152715,3.3107293,26/08/2020,-7.44974E+17,0.010874639,8,307.06305 +10864,W115C; D163N,0.006591905,2.5575976,26/08/2020,-7.44974E+17,0.004411414,1,546.39496 +10865,W115C; F209I; N238D; L243Q,0.002302958,0.84607756,26/08/2020,-7.44974E+17,0.000298047,1,808.84955 +10866,W115C; G203S; N289S,0.003074366,1.372048,26/08/2020,-7.44974E+17,0.001069223,1,755.6861 +10867,W115C; L161M; S220T,0.006028305,2.3371162,26/08/2020,-7.44974E+17,0.003606962,1,577.14545 +10868,W115C; S220T,0.018002886,3.8099728,26/08/2020,-7.44974E+17,0.01550731,1,269.58154 +10869,W115C; S220T; V250M; L272P,0.003049936,1.2958149,26/08/2020,-7.44974E+17,0.000953251,1,726.93115 +10870,W115D,0.004473539,1.3689048,26/08/2020,-7.44974E+17,0.003954049,6,347.8144 +10871,W115E,0.00257751,1.6085317,26/08/2020,-7.44974E+17,0.001354896,2,842.0592 +10872,W115F,0.033632435,0.84655,26/08/2020,-7.44974E+17,0.033091093,5,30.448221 +10873,W115G,0.007945959,1.1269612,26/08/2020,-7.44974E+17,0.007231317,4,172.96185 +10874,W115H,0.023902718,4.3258862,26/08/2020,-7.44974E+17,0.022650964,2,200.113 +10875,W115I,0.009123237,2.9154034,26/08/2020,-7.44974E+17,0.009028715,9,330.80447 +10876,W115K,0.009007717,1.9834129,26/08/2020,-7.44974E+17,0.008557824,10,231.07034 +10877,W115L,0.007153307,2.845034,26/08/2020,-7.44974E+17,0.006800401,6,421.92166 +10878,W115L; R148P; S220T; H230Y; G241C,0.005796787,2.2879763,26/08/2020,-7.44974E+17,0.003318983,1,594.6692 +10879,W115L; V150E,0.004185531,1.765058,26/08/2020,-7.44974E+17,0.001880153,1,686.9752 +10880,W115M,0.011156436,1.1344537,26/08/2020,-7.44974E+17,0.010386977,4,124.865105 +10881,W115N,0.007221619,2.6738203,26/08/2020,-7.44974E+17,0.004906119,1,525.4663 +10882,W115P,0.003753897,1.447574,26/08/2020,-7.44974E+17,0.003515745,10,412.68317 +10883,W115Q,0.011926438,0.8858161,26/08/2020,-7.44974E+17,0.011399094,12,81.408875 +10884,W115R,0.008211681,1.0596426,26/08/2020,-7.44974E+17,0.008106682,14,137.85814 +10885,W115R; D125Y; T172S; S220T; V221E; L227M; E254D; Q299R,0.003370821,1.4718193,26/08/2020,-7.44974E+17,0.001345263,1,735.9064 +10886,W115R; D139G; A206D; S220T,0.00346523,1.4293559,26/08/2020,-7.44974E+17,0.001145703,1,715.00275 +10887,W115R; G191V; A213T; S220T,0.003213811,1.3988857,26/08/2020,-7.44974E+17,0.001061533,1,734.0346 +10888,W115R; L161M; K236T; V250A; E268D; A277G,0.002478803,1.0344988,26/08/2020,-7.44974E+17,0.000538633,1,785.5759 +10889,W115R; M129I; S220T; S292P,0.004062872,1.7298502,26/08/2020,-7.44974E+17,0.001758564,1,701.49365 +10890,W115R; N178H; S220T,0.004264435,1.0743158,26/08/2020,-7.44974E+17,0.00348517,3,346.7049 +10891,W115R; S220T,0.00626128,3.4672604,26/08/2020,-7.44974E+17,0.005809554,6,584.97205 +10892,W115R; S220T; E262G; H288Y,0.003189422,1.2985889,26/08/2020,-7.44974E+17,0.000916036,1,737.2552 +10893,W115S,0.006574791,1.0673339,26/08/2020,-7.44974E+17,0.006224984,9,179.88245 +10894,W115T,0.011118976,3.3461323,26/08/2020,-7.44974E+17,0.009031436,1,392.1749 +10895,W115V,0.013217906,2.4993422,26/08/2020,-7.44974E+17,0.012969737,6,202.55942 +10896,W115Y,0.10084052,4.9954195,26/08/2020,-7.44974E+17,0.10424881,1,52.7267 +10897,W216D,0.22540498,5.316994,26/08/2020,-7.44974E+17,0.241477355,1,20.816153 +10898,W216F,0.07954712,4.9463205,26/08/2020,-7.44974E+17,0.078003025,1,69.51494 +10899,W216G,0.13527878,6.0808043,26/08/2020,-7.44974E+17,0.135654263,2,41.909817 +10900,W216H,0.20664103,5.439351,26/08/2020,-7.44974E+17,0.211428408,1,23.446793 +10901,W216L,0.1323799,5.125072,26/08/2020,-7.44974E+17,0.135911466,1,39.674366 +10902,W216L; N238S,0.10155135,5.0133667,26/08/2020,-7.44974E+17,0.103452589,1,52.982334 +10903,W216N,0.23295102,5.2751193,26/08/2020,-7.44974E+17,0.248393188,1,19.662521 +10904,W216Q,0.17574325,5.28948,26/08/2020,-7.44974E+17,0.182161215,1,28.890717 +10905,W216R,0.3538299,5.410111,26/08/2020,-7.44974E+17,0.398128001,1,10.704232 +10906,W216R; A218L; T242A,0.3428711,3.639443,26/08/2020,-7.44974E+17,0.342885442,27,7.0172477 +10907,W216R; A280T; V293L,0.014003524,3.6020694,26/08/2020,-7.44974E+17,0.011328717,1,340.37347 +10908,W216R; F217Y,0.06742167,6.203292,26/08/2020,-7.44974E+17,0.067276039,19,86.5659 +10909,W216R; F217Y; N289S,0.08748637,4.8702507,26/08/2020,-7.44974E+17,0.088448205,27,51.20446 +10910,W216R; F217Y; T242A,0.039278507,7.7812743,26/08/2020,-7.44974E+17,0.039033842,21,191.72853 +10911,W216R; L227Q; L269W,0.002280415,0.8359909,26/08/2020,-7.44974E+17,0.000248753,1,789.16046 +10912,W216R; N289S,0.46821123,3.8920171,26/08/2020,-7.44974E+17,0.468631166,21,4.432339 +10913,W216R; S220T,0.05148887,4.7001505,26/08/2020,-7.44974E+17,0.050723693,1,106.94953 +10914,W216R; S220T; V232L; H271Q; N289I,0.002938932,1.2684832,26/08/2020,-7.44974E+17,0.000877229,1,768.5259 +10915,W216R; T242A,0.21520768,4.807283,26/08/2020,-7.44974E+17,0.215263399,41,17.602112 +10916,W216R; T242A; N289S,0.32679203,2.0668821,26/08/2020,-7.44974E+17,0.318644291,6,4.439887 +10917,W216S,0.16329212,7.6132855,26/08/2020,-7.44974E+17,0.163568254,3,40.68189 +10918,W216T,0.2019235,5.1872396,26/08/2020,-7.44974E+17,0.211778928,1,23.615717 +10919,W216Y,0.10467004,5.112098,26/08/2020,-7.44974E+17,0.103198689,1,52.188004 +10920,W41A,0.001666472,1.3205682,26/08/2020,-7.44974E+17,0.000860059,3,1035.3873 +10921,W41C,0.003591761,2.1507154,26/08/2020,-7.44974E+17,0.00243622,2,756.0175 +10922,W41C; D125E; S220T,0.06825115,4.908713,26/08/2020,-7.44974E+17,0.066831125,1,80.781204 +10923,W41C; M184L,0.006811448,2.5590003,26/08/2020,-7.44974E+17,0.004306889,1,545.97675 +10924,W41C; N42S; L93H; A111G; V175E; S220T; I256N; S301G,0.003818576,1.6475341,26/08/2020,-7.44974E+17,0.001481243,1,724.57166 +10925,W41C; Q194H; S220T; M273V,0.003316355,1.4465758,26/08/2020,-7.44974E+17,0.001307004,1,733.9617 +10926,W41C; R47C; D118G; L158F; S220T,0.002511648,1.0708846,26/08/2020,-7.44974E+17,0.000559592,1,791.08075 +10927,W41C; T157S; S220T,0.2817314,5.379025,26/08/2020,-7.44974E+17,0.315565633,1,15.1196785 +10928,W41C; T81S; A112V; D139E; R148H,0.003312635,1.369132,26/08/2020,-7.44974E+17,0.001009094,1,759.22614 +10929,W41D,0.001394971,0.7830268,26/08/2020,-7.44974E+17,0.000319393,2,948.3601 +10930,W41E,0.002699941,1.110011,26/08/2020,-7.44974E+17,0.000667735,1,806.388 +10931,W41F,0.052080654,5.178181,26/08/2020,-7.44974E+17,0.051266033,4,99.491844 +10932,W41G,0.002399759,0.9085527,26/08/2020,-7.44974E+17,0.000371081,1,804.6391 +10933,W41G; L101P; V175E; H183L; L214P; S220T,0.003938158,1.6745565,26/08/2020,-7.44974E+17,0.001670256,1,703.1256 +10934,W41G; S220T,0.003441269,1.668375,26/08/2020,-7.44974E+17,0.002253088,2,635.39246 +10935,W41H,0.009979863,3.1245048,26/08/2020,-7.44974E+17,0.007144714,1,438.13 +10936,W41I,0.005965416,3.438723,26/08/2020,-7.44974E+17,0.005085479,3,635.79767 +10937,W41K,0.002280014,0.829968,26/08/2020,-7.44974E+17,0.000291187,1,822.83215 +10938,W41L,0.003284601,3.3856726,26/08/2020,-7.44974E+17,0.002759144,5,1098.3679 +10939,W41L; G87A,0.010092563,3.1627665,26/08/2020,-7.44974E+17,0.007185341,1,428.84015 +10940,W41L; L243P,0.094783686,5.029431,26/08/2020,-7.44974E+17,0.094019296,1,57.09596 +10941,W41L; N42Y; T72S; L173M; I256N,0.005445097,2.2284164,26/08/2020,-7.44974E+17,0.003237818,1,602.745 +10942,W41L; P133L; L234H; L246P; V250E; E254K,0.002326171,0.9132218,26/08/2020,-7.44974E+17,0.000350103,1,826.2144 +10943,W41L; S57P; E84D; M129T; E153G; S220T; H255Q; A259V; S292P,0.003686124,1.59492,26/08/2020,-7.44974E+17,0.001490601,1,720.93585 +10944,W41L; T44A; V66M; P106L; P132R; L143F; G146D; E295V,0.003025144,1.2566775,26/08/2020,-7.44974E+17,0.000897574,1,766.8327 +10945,W41M,0.003732878,2.6457298,26/08/2020,-7.44974E+17,0.002882306,3,806.3954 +10946,W41N,0.002465752,0.91964453,26/08/2020,-7.44974E+17,0.000311797,1,812.78784 +10947,W41P,0.001647215,0.9917645,26/08/2020,-7.44974E+17,0.000566458,2,942.954 +10948,W41Q,0.00179108,1.475418,26/08/2020,-7.44974E+17,0.000980152,3,1056.3715 +10949,W41R,0.002191878,0.51376116,26/08/2020,-7.44974E+17,0.001892217,7,305.5243 +10950,W41R; A156S; P171T; F217Y; A280D,0.007793761,2.670819,26/08/2020,-7.44974E+17,0.005581105,1,482.28568 +10951,W41R; A197T; M248K; I256T,0.002891972,1.1798825,26/08/2020,-7.44974E+17,0.000682229,1,760.9283 +10952,W41R; A60S; D118E; A169P; S220T,0.003081141,1.2873225,26/08/2020,-7.44974E+17,0.000839195,1,764.6535 +10953,W41R; A65D; S220T; A280S,0.003217545,1.4124935,26/08/2020,-7.44974E+17,0.001098388,1,784.47473 +10954,W41R; A65V; S304T,0.002344683,0.88709605,26/08/2020,-7.44974E+17,0.000338493,1,766.41235 +10955,W41R; A92T; L134M; L193H; H230L; P302Q,0.005246007,2.1599755,26/08/2020,-7.44974E+17,0.002933999,1,633.5828 +10956,W41R; A92V; D118E; L189S; G191R; P219S; S220T,0.001479507,0.87950444,26/08/2020,-7.44974E+17,0.000390066,2,940.8054 +10957,W41R; D118V; T245S; N289K; S301I,0.001689567,0.49291342,26/08/2020,-7.44974E+17,3.53E-05,1,715.6677 +10958,W41R; D147E; S220T,0.002703836,1.1324631,26/08/2020,-7.44974E+17,0.000653321,1,783.29486 +10959,W41R; D152G; S220T,0.003070189,1.3063614,26/08/2020,-7.44974E+17,0.000932605,1,766.14374 +10960,W41R; D170N; A174G,0.002665781,1.044381,26/08/2020,-7.44974E+17,0.000523478,1,770.24805 +10961,W41R; D64V; S220T; H271Q,0.002403976,0.9028605,26/08/2020,-7.44974E+17,0.000329921,1,781.3601 +10962,W41R; E295F,0.002002656,0.7048469,26/08/2020,-7.44974E+17,0.000150998,1,783.2675 +10963,W41R; G162R; S220T,0.002973676,1.1895787,26/08/2020,-7.44974E+17,0.00065204,1,768.7213 +10964,W41R; H183Y; V265G,0.003999474,1.6851485,26/08/2020,-7.44974E+17,0.001570189,1,704.0404 +10965,W41R; H288R,0.002686852,1.0652423,26/08/2020,-7.44974E+17,0.000523581,1,770.7412 +10966,W41R; L158I; F166L; A296T; F297C,0.002267088,0.86289525,26/08/2020,-7.44974E+17,0.00026776,1,791.4282 +10967,W41R; L227P,0.003393498,1.4799999,26/08/2020,-7.44974E+17,0.001346091,1,715.0821 +10968,W41R; M129K; A169P,0.004256607,1.7837104,26/08/2020,-7.44974E+17,0.00192991,1,670.73474 +10969,W41R; M184S; S220T; E295G,0.002542374,1.0144004,26/08/2020,-7.44974E+17,0.000442032,1,794.7906 +10970,W41R; N42I; A80V; S220T,0.004022372,1.7578237,26/08/2020,-7.44974E+17,0.001684164,1,711.20935 +10971,W41R; N42I; R148P; S220T; H230Y,0.003741424,1.6435382,26/08/2020,-7.44974E+17,0.001888261,1,687.3598 +10972,W41R; P106L; Q299L,0.0028494,1.1472439,26/08/2020,-7.44974E+17,0.000611581,1,778.7078 +10973,W41R; P106Q; Q107L; A223V; H271Y; D287G,0.003396324,1.4215125,26/08/2020,-7.44974E+17,0.001139553,1,733.19257 +10974,W41R; P45S; L98P; V141A; A174T; S205G; M248T,0.001909096,0.7467432,26/08/2020,-7.44974E+17,0.000204654,1,803.5932 +10975,W41R; P70L; Y186C; S205I; W216R,0.001990057,0.69494236,26/08/2020,-7.44974E+17,0.000160891,1,797.8408 +10976,W41R; Q299R,0.004844689,2.0322793,26/08/2020,-7.44974E+17,0.002558743,1,649.0739 +10977,W41R; R155L; N178D; S220L; T245S,0.001936106,0.6890336,26/08/2020,-7.44974E+17,0.000141947,1,778.2537 +10978,W41R; R43H; V99I; Q107H; M185T; P219A,0.001936427,0.72614795,26/08/2020,-7.44974E+17,0.000189888,1,839.0975 +10979,W41R; S103L; H271L; S292T,0.002746544,1.1368486,26/08/2020,-7.44974E+17,0.000667446,1,773.6214 +10980,W41R; S103T; D152G; G168E; S220T; E254V; E275K,0.003445992,1.4844801,26/08/2020,-7.44974E+17,0.001295282,1,696.28735 +10981,W41R; S220T,0.002562255,1.0062481,26/08/2020,-7.44974E+17,0.000444703,1,774.1961 +10982,W41R; S220T; A280T,0.002977389,1.2248486,26/08/2020,-7.44974E+17,0.000753895,1,742.782 +10983,W41R; S220T; E278K,0.003084248,1.3763012,26/08/2020,-7.44974E+17,0.001000989,1,782.18805 +10984,W41R; S220T; I256F,0.002984962,1.219783,26/08/2020,-7.44974E+17,0.000725416,1,768.2948 +10985,W41R; S49I; P88T,0.003204963,1.356909,26/08/2020,-7.44974E+17,0.00099402,1,746.16266 +10986,W41R; T105A; L161M,0.002056469,0.7329999,26/08/2020,-7.44974E+17,0.000210289,1,788.4762 +10987,W41R; T72I; M82V; P131T; F142C; S220T,0.001940856,1.1096854,26/08/2020,-7.44974E+17,0.000778678,2,838.38074 +10988,W41R; V109E; R137S,0.002234908,0.889361,26/08/2020,-7.44974E+17,0.000334584,1,783.9254 +10989,W41R; V204A; S220T,0.002684764,1.125075,26/08/2020,-7.44974E+17,0.000614369,1,764.17883 +10990,W41R; V52M; D118V; A210S; S220T; H266R,0.002699657,1.0828291,26/08/2020,-7.44974E+17,0.000574805,1,744.24 +10991,W41R; V52M; I212N; F217L; S220T; F297Y,0.002747498,1.1833324,26/08/2020,-7.44974E+17,0.000745077,1,782.31696 +10992,W41R; V85D; S220T,0.003815364,1.6748312,26/08/2020,-7.44974E+17,0.001599044,1,730.2239 +10993,W41R; V99I; S103T; S220T; M248K; S292P,0.003441586,1.5324781,26/08/2020,-7.44974E+17,0.001300139,1,741.38324 +10994,W41S,0.002970181,1.2106521,26/08/2020,-7.44974E+17,0.000720884,1,747.9108 +10995,W41S; D125E; Y239H; E261V,0.004576509,1.9735473,26/08/2020,-7.44974E+17,0.002308509,1,661.1028 +10996,W41S; L98M; S220T; A277V,0.002725025,1.1653825,26/08/2020,-7.44974E+17,0.000762512,1,771.3267 +10997,W41T,0.001226666,1.2251658,26/08/2020,-7.44974E+17,0.000614614,4,1257.8922 +10998,W41V,0.002211894,2.2554948,26/08/2020,-7.44974E+17,0.001662223,4,1135.4132 +10999,Y123A,0.00353857,1.485519,26/08/2020,-7.44974E+17,0.002311928,2,576.9436 +11000,Y123C,0.004600893,2.540999,26/08/2020,-7.44974E+17,0.003089051,2,684.1292 +11001,Y123C; A231L,0.002518427,0.98861897,26/08/2020,-7.44974E+17,0.00049179,1,782.636 +11002,Y123D,0.001757288,1.2968996,26/08/2020,-7.44974E+17,0.001140849,4,896.15607 +11003,Y123E,0.001199606,1.346335,26/08/2020,-7.44974E+17,0.000849484,7,1267.2454 +11004,Y123F,0.008027591,4.8246083,26/08/2020,-7.44974E+17,0.00736455,4,635.67224 +11005,Y123F; S220T,0.038169835,4.522761,26/08/2020,-7.44974E+17,0.03508008,1,142.79034 +11006,Y123G,0.001215948,1.3639588,26/08/2020,-7.44974E+17,0.00083228,6,1286.9446 +11007,Y123H,0.002475817,2.576501,26/08/2020,-7.44974E+17,0.001985088,5,1135.1434 +11008,Y123H; L124F; V130E; F217L,0.002425957,0.9947068,26/08/2020,-7.44974E+17,0.000509541,1,761.525 +11009,Y123H; N190D; S220T; H230Y,0.005659619,2.290318,26/08/2020,-7.44974E+17,0.003355341,1,592.9774 +11010,Y123H; T157S; L176I; F217L; S220T,0.003435951,1.42679,26/08/2020,-7.44974E+17,0.001237178,1,722.61914 +11011,Y123I,0.007686005,3.2991402,26/08/2020,-7.44974E+17,0.006651421,3,476.6228 +11012,Y123K,0.001433027,0.8762253,26/08/2020,-7.44974E+17,0.000963666,5,767.4775 +11013,Y123L,0.005434381,2.7044895,26/08/2020,-7.44974E+17,0.004315157,2,594.04443 +11014,Y123M,0.011989406,3.4899316,26/08/2020,-7.44974E+17,0.009081214,1,393.37814 +11015,Y123N,0.001686623,1.2907197,26/08/2020,-7.44974E+17,0.00093347,3,979.8156 +11016,Y123N; A169S,0.005160146,2.1037486,26/08/2020,-7.44974E+17,0.0027826,1,633.85986 +11017,Y123N; A210D; E268V,0.002710829,1.1149695,26/08/2020,-7.44974E+17,0.000689405,1,785.3805 +11018,Y123N; D125N,0.003143152,1.371469,26/08/2020,-7.44974E+17,0.001136603,1,753.95 +11019,Y123N; E295D,0.003019469,1.2707533,26/08/2020,-7.44974E+17,0.000900603,1,797.25574 +11020,Y123N; R148C; S220T,0.00253775,1.0771089,26/08/2020,-7.44974E+17,0.000582644,1,811.9601 +11021,Y123N; R258H,0.002881506,1.2748709,26/08/2020,-7.44974E+17,0.000867297,1,768.36774 +11022,Y123N; S220T,0.003330812,1.4303746,26/08/2020,-7.44974E+17,0.001209218,1,754.6895 +11023,Y123P,0.002106659,1.710794,26/08/2020,-7.44974E+17,0.001494972,4,943.1599 +11024,Y123Q,0.001421197,1.565816,26/08/2020,-7.44974E+17,0.001002132,6,1257.1569 +11025,Y123R,0.001391996,1.3734406,26/08/2020,-7.44974E+17,0.000848347,4,1200.1919 +11026,Y123S,0.002251311,2.863422,26/08/2020,-7.44974E+17,0.001842482,6,1362.0367 +11027,Y123S; D125N,0.003028682,1.3155497,26/08/2020,-7.44974E+17,0.001007514,1,772.4078 +11028,Y123T,0.005862318,4.262967,26/08/2020,-7.44974E+17,0.005343255,5,765.7081 +11029,Y123V,0.007084118,2.8583124,26/08/2020,-7.44974E+17,0.005900184,2,480.5249 +11030,Y123W,0.005429991,3.0505013,26/08/2020,-7.44974E+17,0.004606103,3,629.4606 +11031,Y144A,0.002810751,1.1360409,26/08/2020,-7.44974E+17,0.000666101,1,784.7154 +11032,Y144C,0.005441437,2.6323004,26/08/2020,-7.44974E+17,0.004183899,2,606.1895 +11033,Y144C; A156G; V175E; S220T,0.0039101,1.6053975,26/08/2020,-7.44974E+17,0.001358739,1,708.01764 +11034,Y144C; A202E; A228T; V232I,0.002706276,1.1308502,26/08/2020,-7.44974E+17,0.000661482,1,791.0869 +11035,Y144C; G146C; F166S; P171H; L214F; S220T,0.002910065,1.2091635,26/08/2020,-7.44974E+17,0.000773197,1,784.14197 +11036,Y144C; G215A; S220T; Q263H,0.00269155,1.0699949,26/08/2020,-7.44974E+17,0.000599506,1,787.4906 +11037,Y144D,0.002323725,1.1293344,26/08/2020,-7.44974E+17,0.001172907,2,733.06824 +11038,Y144E,0.000988061,0.95052147,26/08/2020,-7.44974E+17,0.000392065,4,1269.6887 +11039,Y144F,0.18998125,5.170674,26/08/2020,-7.44974E+17,0.204144275,1,25.518332 +11040,Y144F; A149V; L173Q; T179I; S220T,0.014621239,3.6509054,26/08/2020,-7.44974E+17,0.01239324,1,322.578 +11041,Y144F; S220T; M273I,0.015905883,3.7096963,26/08/2020,-7.44974E+17,0.013970243,1,292.8919 +11042,Y144G,0.000951689,0.65063006,26/08/2020,-7.44974E+17,0.000203225,3,1096.8326 +11043,Y144H,0.002563473,1.0207655,26/08/2020,-7.44974E+17,0.000489521,1,765.42255 +11044,Y144H; A180P; S220T; A223S; Q263H,0.004847455,2.060691,26/08/2020,-7.44974E+17,0.002633315,1,655.2459 +11045,Y144H; D152N; H271L,0.00265615,1.1188847,26/08/2020,-7.44974E+17,0.000542285,1,785.03015 +11046,Y144H; E153K,0.00292882,1.2832276,26/08/2020,-7.44974E+17,0.000938472,1,810.9356 +11047,Y144H; H154Y; A156T; L234F,0.002021382,0.6292876,26/08/2020,-7.44974E+17,0.000117385,1,740.40515 +11048,Y144H; S220T,0.002856491,1.2777299,26/08/2020,-7.44974E+17,0.000992551,1,797.43304 +11049,Y144H; S220T; E278D,0.003092316,1.3229169,26/08/2020,-7.44974E+17,0.000969419,1,768.9175 +11050,Y144H; S220T; V276D; D287V; P302Q,0.002901283,1.181336,26/08/2020,-7.44974E+17,0.000695644,1,759.20526 +11051,Y144I,0.022226496,4.007175,26/08/2020,-7.44974E+17,0.01982421,1,229.39449 +11052,Y144K,0.001044451,0.75624806,26/08/2020,-7.44974E+17,0.000303658,3,1091.8981 +11053,Y144L,0.02591675,6.7475786,26/08/2020,-7.44974E+17,0.024749127,4,264.77045 +11054,Y144M,0.010925491,3.2654018,26/08/2020,-7.44974E+17,0.008856157,1,401.86176 +11055,Y144N,0.002484445,0.992812,26/08/2020,-7.44974E+17,0.000459574,1,827.96436 +11056,Y144N; R155C; L176V; A187E; N190K; W216R; S220T; V276D,0.003838112,1.6997585,26/08/2020,-7.44974E+17,0.001767519,1,707.05725 +11057,Y144P,0.00117565,0.8711661,26/08/2020,-7.44974E+17,0.000399096,3,1057.8519 +11058,Y144Q,0.000800542,1.06188,26/08/2020,-7.44974E+17,0.000407327,6,1571.1838 +11059,Y144Q; G146C,0.002015852,0.71742535,26/08/2020,-7.44974E+17,0.000169092,1,773.1783 +11060,Y144R,0.000815773,0.92371404,26/08/2020,-7.44974E+17,0.000341748,5,1420.0431 +11061,Y144S,0.002034775,0.7514444,26/08/2020,-7.44974E+17,0.000200744,1,763.64703 +11062,Y144T,0.00315026,1.2916993,26/08/2020,-7.44974E+17,0.000905398,1,707.49713 +11063,Y144V,0.01790469,4.387639,26/08/2020,-7.44974E+17,0.016444489,2,272.3007 +11064,Y144W,0.011159923,3.3041368,26/08/2020,-7.44974E+17,0.008705306,1,396.6076 +11065,Y177C; A197D; A260G,0.001973786,0.7054188,26/08/2020,-7.44974E+17,0.000158194,1,779.0573 +11066,Y177C; L182P; S220T; E295D,0.00340736,1.4853748,26/08/2020,-7.44974E+17,0.001230249,1,752.33997 +11067,Y177C; S220T,0.034575894,3.358247,26/08/2020,-7.44974E+17,0.032777028,2,110.522385 +11068,Y177E,0.004205423,1.7897424,26/08/2020,-7.44974E+17,0.001937895,1,690.4607 +11069,Y177F,0.123499036,0.4720234,26/08/2020,-7.44974E+17,0.094491415,10,3.9067833 +11070,Y177F; D235G,0.008159611,2.8862367,26/08/2020,-7.44974E+17,0.005457991,1,496.3507 +11071,Y177F; I256N; Q283P,0.002018331,0.77041835,26/08/2020,-7.44974E+17,0.000215621,1,806.5126 +11072,Y177F; Q194E; A223V; K236I; E275D,0.005901767,2.397946,26/08/2020,-7.44974E+17,0.003766752,1,581.2025 +11073,Y177F; S220T; L272Q; E275D,0.00965785,3.0812688,26/08/2020,-7.44974E+17,0.007311091,1,428.36963 +11074,Y177H; S201P; S220T; N289K,0.002634987,1.0010787,26/08/2020,-7.44974E+17,0.00046187,1,779.09406 +11075,Y177H; S220T; R247S; H255R,0.003551947,2.1090183,26/08/2020,-7.44974E+17,0.00227011,2,761.4925 +11076,Y177H; V250S,0.015174747,3.6338058,26/08/2020,-7.44974E+17,0.013024976,1,311.35205 +11077,Y177N,0.016838469,3.7901373,26/08/2020,-7.44974E+17,0.014126749,1,291.53897 +11078,Y177N; P240T; T245I; M273T,0.003441122,1.4454594,26/08/2020,-7.44974E+17,0.001079374,1,731.2455 +11079,Y177N; S220T,0.15648162,5.272693,26/08/2020,-7.44974E+17,0.160188582,1,33.33891 +11080,Y177N; S220T; H230Y,0.52560055,5.7804604,26/08/2020,-7.44974E+17,0.611507568,1,4.9909153 +11081,Y177N; S220T; Q263H,0.003800955,1.6360538,26/08/2020,-7.44974E+17,0.00167356,1,720.26385 +11082,Y177N; W216L; D233V,0.003085944,1.2651293,26/08/2020,-7.44974E+17,0.000926008,1,767.1101 +11083,Y177S; S220T,0.014916713,3.6901429,26/08/2020,-7.44974E+17,0.012452454,1,320.16605 +11084,Y177W,0.42266598,3.927904,26/08/2020,-7.44974E+17,0.433887017,7,5.41387 +11085,Y177W; A187S; A218M,0.8325467,14.412063,26/08/2020,-7.44974E+17,0.851757143,12,2.8193326 +11086,Y177W; A187S; A228V,0.3647064,4.2611666,26/08/2020,-7.44974E+17,0.365124596,19,7.4721355 +11087,Y177W; A187S; A296I,0.807698,18.403486,26/08/2020,-7.44974E+17,0.823655049,16,4.327348 +11088,Y177W; A187S; D233E,0.704155,6.523705,26/08/2020,-7.44974E+17,0.72067019,18,2.7026594 +11089,Y177W; A218L; A228V,0.6502232,4.7750273,26/08/2020,-7.44974E+17,0.658799284,24,2.5493293 +11090,Y177W; A218L; T242A,0.77037483,9.150468,26/08/2020,-7.44974E+17,0.785476245,18,2.6836784 +11091,Y177W; A218M,0.8243735,13.721153,26/08/2020,-7.44974E+17,0.840423358,15,2.864893 +11092,Y177W; A218M; A296I,0.8372662,23.426094,26/08/2020,-7.44974E+17,0.849273017,18,4.4966674 +11093,Y177W; A218M; D233E,0.8465504,20.212927,26/08/2020,-7.44974E+17,0.869317971,13,3.590155 +11094,Y177W; A228V,0.2095631,5.202501,26/08/2020,-7.44974E+17,0.208525715,13,19.841694 +11095,Y177W; A228V; A296I,0.6916341,8.940367,26/08/2020,-7.44974E+17,0.703178793,13,3.9397678 +11096,Y177W; A228V; D233E,0.18554135,2.964923,26/08/2020,-7.44974E+17,0.18454613,15,13.280606 +11097,Y177W; A228V; N289S,0.24679027,2.5736463,26/08/2020,-7.44974E+17,0.247297965,18,7.988101 +11098,Y177W; A228V; T242A,0.13233101,3.6053174,26/08/2020,-7.44974E+17,0.131300613,25,23.90034 +11099,Y177W; A228V; V250A,0.09567581,1.3924994,26/08/2020,-7.44974E+17,0.089929316,16,13.806168 +11100,Y177W; A296I,0.7688196,14.908136,26/08/2020,-7.44974E+17,0.77575055,32,4.455904 +11101,Y177W; D233E,0.5949071,3.9500859,26/08/2020,-7.44974E+17,0.608355786,8,2.6458225 +11102,Y177W; D233E; A296I,0.73902345,9.998538,26/08/2020,-7.44974E+17,0.771483631,5,3.398766 +11103,Y177W; D233E; N289S,0.4189693,3.5016184,26/08/2020,-7.44974E+17,0.426550565,18,4.8766537 +11104,Y177W; D233E; V250A,0.17760906,3.2677932,26/08/2020,-7.44974E+17,0.177057404,22,15.322742 +11105,Y177W; N289S,0.56792855,6.348706,26/08/2020,-7.44974E+17,0.584196232,10,4.805359 +11106,Y177W; N289S; A296I,0.7646817,16.014688,26/08/2020,-7.44974E+17,0.776359211,21,4.8920603 +11107,Y177W; T188G; A218L,0.5622959,4.305193,26/08/2020,-7.44974E+17,0.570415161,16,3.3359091 +11108,Y177W; T188G; A218M,0.6095267,5.3185177,26/08/2020,-7.44974E+17,0.616186463,22,3.389177 +11109,Y177W; T242A,0.5630679,4.7652793,26/08/2020,-7.44974E+17,0.568278471,20,3.6866705 +11110,Y177W; T242A; A296I,0.7554879,14.916758,26/08/2020,-7.44974E+17,0.763941839,25,4.7944374 +11111,Y177W; T242A; N289S,0.46883643,3.0117104,26/08/2020,-7.44974E+17,0.473711825,31,3.415294 +11112,Y177W; V250A,0.39020526,4.0057096,26/08/2020,-7.44974E+17,0.389879688,15,6.303887 +11113,Y177W; V250A; A296I,0.7830277,16.106647,26/08/2020,-7.44974E+17,0.798899421,13,4.3936787 +11114,Y177W; V250A; N289S,0.39265603,3.364398,26/08/2020,-7.44974E+17,0.390888291,26,5.2288437 +11115,Y177W; W216R; A228V,0.0676349,11.981422,26/08/2020,-7.44974E+17,0.06750672,18,165.94131 +11116,Y177W; W216R; A296I,0.7359057,8.835208,26/08/2020,-7.44974E+17,0.749554659,17,3.1227531 +11117,Y177W; W216R; N289S,0.3981291,3.2302675,26/08/2020,-7.44974E+17,0.398745297,18,4.909433 +11118,Y177W; W216R; T242A,0.19771953,3.8158321,26/08/2020,-7.44974E+17,0.198119662,26,15.620775 +11119,Y186A,0.001090093,0.95729357,26/08/2020,-7.44974E+17,0.000551613,4,1130.0825 +11120,Y186C,0.002323398,1.7772152,26/08/2020,-7.44974E+17,0.001498887,3,928.2528 +11121,Y186C; S220T; V281A,0.003817536,1.5649805,26/08/2020,-7.44974E+17,0.001430668,1,693.49286 +11122,Y186C; T207S,0.003467264,1.5473734,26/08/2020,-7.44974E+17,0.001514176,1,724.869 +11123,Y186C; V232A; I256N,0.003620762,1.5137912,26/08/2020,-7.44974E+17,0.001245394,1,714.5077 +11124,Y186C; V250T,0.007586071,2.7412827,26/08/2020,-7.44974E+17,0.00495673,1,502.73962 +11125,Y186C; V276A; D287E; K298M,0.002013668,0.73272234,26/08/2020,-7.44974E+17,0.000194941,1,833.0537 +11126,Y186D,0.004516552,1.8704624,26/08/2020,-7.44974E+17,0.003587432,3,505.1476 +11127,Y186D; S220T; R247S,0.002834467,1.0921853,26/08/2020,-7.44974E+17,0.000535574,1,805.8589 +11128,Y186E,0.012296788,3.4440265,26/08/2020,-7.44974E+17,0.00949738,1,377.77237 +11129,Y186F; A197T,0.002752898,1.1173279,26/08/2020,-7.44974E+17,0.000565858,1,765.70013 +11130,Y186F; D233Y; V265E; H288L,0.002720117,1.0584062,26/08/2020,-7.44974E+17,0.000603435,1,775.16486 +11131,Y186F; V204G,0.002284655,0.88870895,26/08/2020,-7.44974E+17,0.000342142,1,770.33905 +11132,Y186G,0.002853213,1.781847,26/08/2020,-7.44974E+17,0.001672329,2,810.092 +11133,Y186H,0.003388323,1.4315954,26/08/2020,-7.44974E+17,0.001231077,1,742.8559 +11134,Y186H; D233V,0.003395312,1.4894447,26/08/2020,-7.44974E+17,0.001238372,1,774.87177 +11135,Y186I,0.003464688,1.4517184,26/08/2020,-7.44974E+17,0.00122758,1,743.48724 +11136,Y186K,0.002332659,0.88577116,26/08/2020,-7.44974E+17,0.000382519,1,805.44653 +11137,Y186N,0.001891672,1.0006487,26/08/2020,-7.44974E+17,0.00069049,2,820.6653 +11138,Y186N; A282T,0.00299905,1.2602602,26/08/2020,-7.44974E+17,0.000854317,1,720.4287 +11139,Y186N; N190Y; A195T,0.002074202,0.7021419,26/08/2020,-7.44974E+17,0.000161122,1,758.46875 +11140,Y186N; S220T; P224L; P300S,0.003713172,1.6658237,26/08/2020,-7.44974E+17,0.001604493,1,726.13446 +11141,Y186Q,0.004066686,1.6978266,26/08/2020,-7.44974E+17,0.00173701,1,706.41284 +11142,Y186R,0.003172711,1.3625911,26/08/2020,-7.44974E+17,0.001055286,1,755.56116 +11143,Y186S,0.003733676,0.9289026,26/08/2020,-7.44974E+17,0.0029231,3,341.95215 +11144,Y186T,0.001522901,0.8363117,26/08/2020,-7.44974E+17,0.000431525,2,900.5369 +11145,Y186V,0.010892761,0.79804486,26/08/2020,-7.44974E+17,0.010084394,3,104.30263 +11146,Y192A,0.007291769,2.6324768,26/08/2020,-7.44974E+17,0.005052655,1,524.0279 +11147,Y192C,0.010206362,3.9982762,26/08/2020,-7.44974E+17,0.008774432,2,443.67386 +11148,Y192C; A228V,0.004685103,1.9682469,26/08/2020,-7.44974E+17,0.002431904,1,650.5124 +11149,Y192C; S220T,0.016219433,4.3770785,26/08/2020,-7.44974E+17,0.01498532,2,298.67636 +11150,Y192C; S220T; L234I,0.008109081,2.874725,26/08/2020,-7.44974E+17,0.005806047,1,496.20728 +11151,Y192D,0.002331702,0.9022447,26/08/2020,-7.44974E+17,0.000357539,1,759.223 +11152,Y192E,0.005873761,3.004994,26/08/2020,-7.44974E+17,0.004531847,2,606.90594 +11153,Y192F,0.05147245,4.7874084,26/08/2020,-7.44974E+17,0.050399177,1,106.12244 +11154,Y192F; A213P; S220T,0.003724088,1.6498636,26/08/2020,-7.44974E+17,0.001630809,1,730.8881 +11155,Y192G,0.011640029,3.2937484,26/08/2020,-7.44974E+17,0.009031032,1,379.62894 +11156,Y192H; S220T,0.12899421,5.171704,26/08/2020,-7.44974E+17,0.128507844,1,41.33785 +11157,Y192I,0.014875958,4.8516564,26/08/2020,-7.44974E+17,0.014210985,3,346.55655 +11158,Y192K,0.002466136,1.4836115,26/08/2020,-7.44974E+17,0.001310264,2,826.104 +11159,Y192L,0.047155216,5.8013363,26/08/2020,-7.44974E+17,0.046109298,2,128.29938 +11160,Y192M,0.040827654,5.4131455,26/08/2020,-7.44974E+17,0.039797876,3,135.45073 +11161,Y192N,0.003725926,1.6325017,26/08/2020,-7.44974E+17,0.001647661,1,705.12537 +11162,Y192N; R274L; K298R,0.002204082,0.8312444,26/08/2020,-7.44974E+17,0.000248575,1,783.9178 +11163,Y192P,0.004466151,0.99996173,26/08/2020,-7.44974E+17,0.003839663,4,279.0659 +11164,Y192Q,0.032243956,5.562276,26/08/2020,-7.44974E+17,0.031337775,2,182.59749 +11165,Y192R,0.003365896,1.5041437,26/08/2020,-7.44974E+17,0.001281516,1,757.56226 +11166,Y192S,0.005170143,2.1159682,26/08/2020,-7.44974E+17,0.003003425,1,604.72107 +11167,Y192W,0.23854734,5.256915,26/08/2020,-7.44974E+17,0.253594582,1,18.90432 +11168,Y239C,0.002585847,2.0276518,26/08/2020,-7.44974E+17,0.001691223,3,941.8054 +11169,Y239D,0.002421909,0.97276086,26/08/2020,-7.44974E+17,0.000426892,1,819.2677 +11170,Y239E,0.002148041,1.6382042,26/08/2020,-7.44974E+17,0.001382884,3,942.93604 +11171,Y239F,0.05834353,4.718796,26/08/2020,-7.44974E+17,0.058708668,1,92.36783 +11172,Y239H,0.009437529,3.8331058,26/08/2020,-7.44974E+17,0.008244066,2,462.48315 +11173,Y239I,0.001809397,1.4905411,26/08/2020,-7.44974E+17,0.001023987,3,1034.7177 +11174,Y239M,0.008011515,2.7989507,26/08/2020,-7.44974E+17,0.005530959,1,497.0533 +11175,Y239N,0.001891626,1.555627,26/08/2020,-7.44974E+17,0.001067442,3,1018.4542 +11176,Y239Q,0.002133437,1.343104,26/08/2020,-7.44974E+17,0.001003022,2,894.0513 +11177,Y239R,0.001412854,1.8526448,26/08/2020,-7.44974E+17,0.001032385,6,1441.6116 +11178,Y239S,0.001430815,1.3701344,26/08/2020,-7.44974E+17,0.000840221,4,1160.1157 +11179,Y239T,0.002242291,1.3993382,26/08/2020,-7.44974E+17,0.001017515,2,878.0175 +11180,Y239V,0.004007459,1.6540219,26/08/2020,-7.44974E+17,0.001572349,1,709.0061 +11181,Y290A,0.002208345,0.79218173,26/08/2020,-7.44974E+17,0.000221604,1,785.861 +11182,Y290C,0.002019659,1.0146145,26/08/2020,-7.44974E+17,0.000804599,2,816.0163 +11183,Y290D,0.001076679,0.7638172,26/08/2020,-7.44974E+17,0.000287984,3,1066.6628 +11184,Y290D; M291I,0.001862145,0.56165326,26/08/2020,-7.44974E+17,7.43E-05,1,753.7319 +11185,Y290E,0.00076963,0.58932424,26/08/2020,-7.44974E+17,0.000202698,4,1138.2407 +11186,Y290F,0.023981946,3.936436,26/08/2020,-7.44974E+17,0.022963915,2,184.81407 +11187,Y290G,0.001175444,0.5925236,26/08/2020,-7.44974E+17,0.000212644,2,909.4103 +11188,Y290H,0.001211577,0.56867766,26/08/2020,-7.44974E+17,0.00017241,2,877.131 +11189,Y290I,0.001054345,0.65925914,26/08/2020,-7.44974E+17,0.000276298,3,1003.7558 +11190,Y290K,0.000947368,0.5096337,26/08/2020,-7.44974E+17,0.000182532,3,912.376 +11191,Y290L,0.001289285,1.0387356,26/08/2020,-7.44974E+17,0.000536094,3,1091.2363 +11192,Y290L; V293I,0.004114114,1.731229,26/08/2020,-7.44974E+17,0.001827061,1,671.8895 +11193,Y290M,0.001242047,0.81309235,26/08/2020,-7.44974E+17,0.000454239,3,945.6954 +11194,Y290N,0.002397688,1.1284525,26/08/2020,-7.44974E+17,0.001268151,2,705.7429 +11195,Y290N; Q299L,0.015254783,3.704075,26/08/2020,-7.44974E+17,0.012937353,1,314.5305 +11196,Y290P,0.001759056,0.57938445,26/08/2020,-7.44974E+17,8.20E-05,1,773.578 +11197,Y290Q,0.002272113,0.82664466,26/08/2020,-7.44974E+17,0.00026321,1,796.4542 +11198,Y290R,0.001950869,0.663773,26/08/2020,-7.44974E+17,0.000125432,1,753.68756 +11199,Y290T,0.000792795,0.6912564,26/08/2020,-7.44974E+17,0.000225326,4,1222.0189 +11200,Y290V,0.002285472,0.959224,26/08/2020,-7.44974E+17,0.000401729,1,762.9513 +11201,Y290W,0.001984478,0.7819685,26/08/2020,-7.44974E+17,0.000236908,1,803.66473 +11202,Y294A,0.007685375,2.9797304,26/08/2020,-7.44974E+17,0.006818939,3,433.54907 +11203,Y294E,0.002191779,0.96559143,26/08/2020,-7.44974E+17,0.001107439,2,680.92474 +11204,Y294F,0.16638003,1.9817477,26/08/2020,-7.44974E+17,0.161421754,6,10.669485 +11205,Y294G,0.00124437,0.57672846,26/08/2020,-7.44974E+17,0.000128141,2,888.3748 +11206,Y294H,0.018811375,3.978582,26/08/2020,-7.44974E+17,0.015712801,1,269.30368 +11207,Y294I,0.12684338,7.1791945,26/08/2020,-7.44974E+17,0.128251491,3,51.732357 +11208,Y294K,0.001788801,1.0914803,26/08/2020,-7.44974E+17,0.00067587,2,915.2324 +11209,Y294N,0.001250979,0.6294196,26/08/2020,-7.44974E+17,0.00020729,2,884.68634 +11210,Y294P,0.002777044,0.35285193,26/08/2020,-7.44974E+17,0.00247429,5,196.69197 +11211,Y294R,0.00155043,0.8612645,26/08/2020,-7.44974E+17,0.000474227,2,875.46436 +11212,Y294S,0.004266531,2.2147725,26/08/2020,-7.44974E+17,0.002911245,2,670.32745 +11213,Y294T,0.002525663,1.0497016,26/08/2020,-7.44974E+17,0.00058076,1,775.5136 +11214,Y294V,0.029623652,5.4800453,26/08/2020,-7.44974E+17,0.027604275,2,197.94623 +11215,Y79C,0.003405533,2.026014,26/08/2020,-7.44974E+17,0.002157353,2,765.84467 +11216,Y79C; E108D; S220T; N289D,0.002909651,1.188559,26/08/2020,-7.44974E+17,0.000736627,1,783.02936 +11217,Y79C; G146S; S220T; R274C,0.004560476,1.8915433,26/08/2020,-7.44974E+17,0.001941405,1,703.7003 +11218,Y79C; I212N; S220T,0.003675859,1.6802186,26/08/2020,-7.44974E+17,0.001715957,1,739.2256 +11219,Y79C; L134Q; S220T; S292C,0.002480873,1.0465976,26/08/2020,-7.44974E+17,0.000537455,1,804.5253 +11220,Y79C; S220T,0.009182435,3.0159683,26/08/2020,-7.44974E+17,0.007076991,1,449.29034 +11221,Y79C; V85G; A92V; G136C; L167P; N251Y,0.002702032,1.1007111,26/08/2020,-7.44974E+17,0.000588795,1,761.636 +11222,Y79D,0.002512362,0.97027004,26/08/2020,-7.44974E+17,0.000443169,1,799.2678 +11223,Y79F; H288Q,0.003932241,1.6756005,26/08/2020,-7.44974E+17,0.001719539,1,708.8631 +11224,Y79F; N249S; M273T,0.002823617,1.2103411,26/08/2020,-7.44974E+17,0.000778135,1,785.2506 +11225,Y79F; P219L; S292T,0.001946749,0.6056552,26/08/2020,-7.44974E+17,8.38E-05,1,752.5731 +11226,Y79F; T105R; Q194R; L198P; S220T; D235N; A260E,0.003420481,1.3981264,26/08/2020,-7.44974E+17,0.001016922,1,737.0301 +11227,Y79G,0.001494393,0.8356664,26/08/2020,-7.44974E+17,0.000387168,2,925.4329 +11228,Y79H,0.002923199,2.1252313,26/08/2020,-7.44974E+17,0.002092371,3,858.65063 +11229,Y79H; A159T; G162E; V199A,0.002151013,0.7397486,26/08/2020,-7.44974E+17,0.000159963,1,762.7075 +11230,Y79H; A89T; M129I; S220T; H288Q,0.002735546,1.1736509,26/08/2020,-7.44974E+17,0.000767758,1,744.46344 +11231,Y79H; E153D; A169T; H230Q; G264A,0.002559722,1.078038,26/08/2020,-7.44974E+17,0.000596244,1,794.2282 +11232,Y79H; L119I; G162R; M184T; S220T,0.003451393,1.5286295,26/08/2020,-7.44974E+17,0.00147074,1,734.99695 +11233,Y79H; L176I; S220T; K236I,0.005419214,2.1929486,26/08/2020,-7.44974E+17,0.003181926,1,603.41345 +11234,Y79H; N100I; M129V; R148P; S220T; H230Y,0.00656782,2.5161216,26/08/2020,-7.44974E+17,0.004284011,1,555.07336 +11235,Y79H; P132R; D170E; S220T; Y239H,0.00305758,1.254811,26/08/2020,-7.44974E+17,0.000817745,1,774.3056 +11236,Y79H; R122S; S220T; L234P,0.002994773,1.2783215,26/08/2020,-7.44974E+17,0.000899904,1,796.138 +11237,Y79H; S145L; V265A; M273T; H288Y,0.003126362,1.3118994,26/08/2020,-7.44974E+17,0.000925165,1,790.6483 +11238,Y79H; T121S; D125G; E275K,0.003096235,1.2564312,26/08/2020,-7.44974E+17,0.000732137,1,770.19257 +11239,Y79H; T179S; M184L; S220T; E295G,0.003087584,1.3298335,26/08/2020,-7.44974E+17,0.001024389,1,773.8955 +11240,Y79I,0.003337622,1.3664185,26/08/2020,-7.44974E+17,0.001013639,1,754.99744 +11241,Y79K,0.001747659,1.4142413,26/08/2020,-7.44974E+17,0.000962209,3,1019.5779 +11242,Y79M,0.004537395,3.7577608,26/08/2020,-7.44974E+17,0.003907346,4,890.3946 +11243,Y79N,0.02378595,5.1873784,26/08/2020,-7.44974E+17,0.022828861,2,236.15721 +11244,Y79N; D163E; N178S; K236M,0.011547966,3.3382246,26/08/2020,-7.44974E+17,0.009267416,1,375.23572 +11245,Y79N; H230Y; E268V; K298R,0.001928737,0.62192255,26/08/2020,-7.44974E+17,8.82E-05,1,797.1171 +11246,Y79N; L101Q; V141A; Y294N,0.002816092,1.2172527,26/08/2020,-7.44974E+17,0.000766703,1,767.1514 +11247,Y79N; P106S; A116T; R148P; N178D; S220T; H230Y; L246F,0.004676961,1.9805938,26/08/2020,-7.44974E+17,0.002276456,1,668.52704 +11248,Y79N; V97I; Y177F; N178D; L193I,0.002072027,0.7247924,26/08/2020,-7.44974E+17,0.000177208,1,816.7126 +11249,Y79N; W115R; S220T,0.003055507,1.3084564,26/08/2020,-7.44974E+17,0.000984915,1,740.7734 +11250,Y79P,0.001505298,0.83033746,26/08/2020,-7.44974E+17,0.000394854,2,925.7528 +11251,Y79Q,0.002631796,2.3234136,26/08/2020,-7.44974E+17,0.002053175,4,993.3253 +11252,Y79R,0.001441487,0.8007121,26/08/2020,-7.44974E+17,0.000310855,2,907.1137 +11253,Y79S,0.00221546,1.3397459,26/08/2020,-7.44974E+17,0.000934968,2,872.048 +11254,Y79T,0.002545116,1.5938784,26/08/2020,-7.44974E+17,0.001396306,2,843.112 +11255,Y79V,0.00286247,1.166056,26/08/2020,-7.44974E+17,0.000764242,1,757.4779 +11256,Y79W,0.002226796,0.81512976,26/08/2020,-7.44974E+17,0.000219665,1,770.77466 +11257,Y83A,0.003277776,2.4861927,26/08/2020,-7.44974E+17,0.00258178,3,872.7849 +11258,Y83C,0.004749828,2.6864748,26/08/2020,-7.44974E+17,0.004355833,6,602.1831 +11259,Y83C; D95N; D118A; R122C; V150L; L189S; K236I; G237D; N289S,0.003191901,1.4247458,26/08/2020,-7.44974E+17,0.001076638,1,737.8425 +11260,Y83C; G87S; M185K; R247H; V250L; E275K,0.002492143,1.0187677,26/08/2020,-7.44974E+17,0.000544849,1,782.8057 +11261,Y83C; R148P; S220T; H230Y,0.041265704,4.606386,26/08/2020,-7.44974E+17,0.038182121,1,132.64923 +11262,Y83C; S220T,0.034154564,4.4927497,26/08/2020,-7.44974E+17,0.031372213,1,157.62563 +11263,Y83C; Y186C; A223E,0.002567357,1.0158257,26/08/2020,-7.44974E+17,0.000432135,1,794.10974 +11264,Y83D,0.003950604,2.07241,26/08/2020,-7.44974E+17,0.003258843,3,616.45306 +11265,Y83D; Q107R; L198P; L243P,0.002214679,0.77752984,26/08/2020,-7.44974E+17,0.000233045,1,787.17456 +11266,Y83D; Q107R; S220T; Y239N,0.003668963,1.4784267,26/08/2020,-7.44974E+17,0.001263667,1,722.6029 +11267,Y83E,0.006577554,1.7990073,26/08/2020,-7.44974E+17,0.005701635,3,330.01657 +11268,Y83F,0.036236722,3.1494708,26/08/2020,-7.44974E+17,0.035596466,7,88.2328 +11269,Y83F; F217I; S220T; E295V,0.002008516,1.2476058,26/08/2020,-7.44974E+17,0.000835345,2,899.8064 +11270,Y83F; F86I; V109E; H154R; D233E,0.002866117,1.1604103,26/08/2020,-7.44974E+17,0.00069104,1,743.6283 +11271,Y83F; F86L; S220T,0.5909097,5.9734335,26/08/2020,-7.44974E+17,0.70151755,1,3.8417583 +11272,Y83F; M185V; S220T,0.022978509,4.1596746,26/08/2020,-7.44974E+17,0.020637456,1,226.14807 +11273,Y83F; Q107H; D125G; S220T; H230Y; H266Y,0.003976058,1.6257871,26/08/2020,-7.44974E+17,0.0016064,1,714.2317 +11274,Y83F; R148P; S220T; H230Y; N289S,0.14781834,5.187103,26/08/2020,-7.44974E+17,0.15364608,1,34.822517 +11275,Y83F; R155P; A280V; N289S; Y290F,0.002652675,1.1362591,26/08/2020,-7.44974E+17,0.000714009,1,792.34174 +11276,Y83F; S220T; V221L,0.059307452,4.764261,26/08/2020,-7.44974E+17,0.057821486,1,92.62969 +11277,Y83G,0.002601132,2.1144354,26/08/2020,-7.44974E+17,0.001802673,3,961.1844 +11278,Y83H,0.03240454,4.4780955,26/08/2020,-7.44974E+17,0.030544828,1,162.82597 +11279,Y83H; H183Q; A282G,0.003055902,1.3582987,26/08/2020,-7.44974E+17,0.001097718,1,771.4644 +11280,Y83H; L198M; G215C; S220T,0.030506883,4.3861585,26/08/2020,-7.44974E+17,0.028303667,1,172.5858 +11281,Y83H; M185V; S220T; L243Q; H255Q,0.002783057,1.1254011,26/08/2020,-7.44974E+17,0.000700546,1,762.4366 +11282,Y83H; R148P; S220T; H230Y,0.5615143,5.7307596,26/08/2020,-7.44974E+17,0.662387904,1,4.2312355 +11283,Y83H; S220T,0.13720986,5.190312,26/08/2020,-7.44974E+17,0.140018406,1,38.965794 +11284,Y83H; V175M; S220T,0.22647458,5.207302,26/08/2020,-7.44974E+17,0.244000234,1,20.164715 +11285,Y83I,0.005559647,2.1549184,26/08/2020,-7.44974E+17,0.004944861,5,426.93802 +11286,Y83K,0.017118638,3.8822587,26/08/2020,-7.44974E+17,0.01636683,6,234.63535 +11287,Y83K; E84K,0.005371864,2.1869652,26/08/2020,-7.44974E+17,0.003216262,1,599.0584 +11288,Y83M,0.011588621,1.6967807,26/08/2020,-7.44974E+17,0.010766001,4,168.74292 +11289,Y83N,0.013565279,1.540718,26/08/2020,-7.44974E+17,0.012693497,4,132.4718 +11290,Y83N; D233V; Y239F; L246F; E295G,0.003103791,1.3347789,26/08/2020,-7.44974E+17,0.00097253,1,756.8043 +11291,Y83N; G126C,0.004113452,1.7271316,26/08/2020,-7.44974E+17,0.001733125,1,699.21594 +11292,Y83N; G146A; D163G; S220T,0.003785905,1.6858047,26/08/2020,-7.44974E+17,0.00175209,1,717.92395 +11293,Y83N; N100K; R137C; T179I; A218V; L243M; M273K,0.00234274,0.89228153,26/08/2020,-7.44974E+17,0.000337523,1,770.5234 +11294,Y83N; P88S; E153D; G203S; L253P; E254V; H271L,0.0028586,1.1903384,26/08/2020,-7.44974E+17,0.000770155,1,769.25964 +11295,Y83N; R148P; S220T; H230Y,0.14829598,5.25497,26/08/2020,-7.44974E+17,0.14830987,1,35.68829 +11296,Y83N; R165L; Y186C; S220T; N251D,0.003983495,1.7140168,26/08/2020,-7.44974E+17,0.001774325,1,672.5529 +11297,Y83N; S220T,0.2383208,5.2988343,26/08/2020,-7.44974E+17,0.255461446,1,19.38322 +11298,Y83P,0.00364016,2.575062,26/08/2020,-7.44974E+17,0.003010024,4,782.23395 +11299,Y83Q,0.010101278,2.1756852,26/08/2020,-7.44974E+17,0.00920144,3,250.4104 +11300,Y83R,0.017137298,2.2388234,26/08/2020,-7.44974E+17,0.015702437,2,159.64413 +11301,Y83S; S220T,0.14200407,5.079863,26/08/2020,-7.44974E+17,0.148159129,1,35.838413 +11302,Y83T,0.005303397,2.1541939,26/08/2020,-7.44974E+17,0.002841459,1,623.00977 +11303,Y83V,0.007619877,2.9359417,26/08/2020,-7.44974E+17,0.006960003,4,420.71378 +11304,Y83W,0.024000062,1.9362409,26/08/2020,-7.44974E+17,0.022940957,3,94.74682 diff --git a/data/conversion_raw.csv b/data/conversion_raw.csv new file mode 100644 index 0000000..de5ff23 --- /dev/null +++ b/data/conversion_raw.csv @@ -0,0 +1,13381 @@ +,mutation,activity +0,A111C,0.31696382 +1,A111C,0.16997325 +2,A111C,0.07161454 +3,A111C,0.038511246 +4,A111C,0.035068016 +5,A111D,0.3600569 +6,A111D,0.06363043 +7,A111D,0.0031577055 +8,A111D,0.13504256 +9,A111D,0.13849063 +10,A111D,0.45836133 +11,A111D,0.05266244 +12,A111D,0.018133705 +13,A111D,0.25914362 +14,A111D,0.0005828832 +15,A111E,0.05212033 +16,A111E,0.0003576796 +17,A111E,0.06774269 +18,A111E,0.09264528 +19,A112Y,0.0054127397 +20,A112Y,0.0015233421 +21,A112Y,0.0073885764 +22,A112Y,0.05403375 +23,A112Y,3.4990956e-07 +24,A112Y,0.01428015 +25,A116C,0.019038014 +26,A116C,0.22664224 +27,A116C,0.004562069 +28,A116C,0.16959448 +29,A116C,0.058629837 +30,A116C,0.13661736 +31,A116C,0.0058751507 +32,A116C,0.065295905 +33,A116C,0.29113427 +34,A116C,0.0060557183 +35,A116D,0.0018159201 +36,A116D,0.0018592998 +37,A116D,0.0076273046 +38,A116D,0.0026071891 +39,A116E,0.0036371343 +40,A116E,0.00037977358 +41,A116E,0.008202418 +42,A116E,0.0028025524 +43,A116E,0.0060928264 +44,A159D,0.041061446 +45,A159D,0.2919032 +46,A174R,0.0020598562 +47,A174R,0.0019965328 +48,A174R,0.0016430477 +49,A174R,0.00058326643 +50,A174R,0.00057972077 +51,A174S,0.04231734 +52,A174S,0.06054236 +53,A195S,0.024243332 +54,A195S,0.022635084 +55,A228R,0.09462364 +56,A228R,0.2142831 +57,A228S,0.07842476 +58,A228S,0.06029028 +59,A228S,0.075885676 +60,A228T,0.08800633 +61,A228T,0.08730571 +62,A228T,0.106744505 +63,A228T,0.056857817 +64,A259G,0.017088972 +65,A259G,0.024000784 +66,A259G,0.02058928 +67,A259H,0.0017623733 +68,A259H,0.001607469 +69,A259H,0.00040120163 +70,A259H,0.00074254343 +71,A259I,0.0029930798 +72,A259I,0.00278131 +73,A259I,0.009008779 +74,A259I,0.004813745 +75,A259I,0.005959384 +76,A259K,0.0023222857 +77,A259L,0.004221516 +78,A259M,0.0035524785 +79,A259N,0.0023382632 +80,A259N,0.0007687773 +81,A259P,0.00026912356 +82,A259Q,0.002399106 +83,A259R,0.00080675486 +84,A259R,0.0027743757 +85,A259R,0.0016614296 +86,A259R,0.0018774483 +87,A259T,0.70005745 +88,A259T,0.43439448 +89,A28F,0.0043883165 +90,A28F,0.00580462 +91,A28G,0.0164608 +92,A28G,0.047036443 +93,A28G,0.01158992 +94,A53I,0.053220723 +95,A53M,0.07553916 +96,A53M,0.16957621 +97,A53M,0.2615141 +98,A53M,0.1717374 +99,A53N,0.086146995 +100,A53N,0.29579154 +101,A80D,0.19635123 +102,D125C,0.010655607 +103,D125C,0.0028585827 +104,D125C,0.0031790265 +105,D287L,0.017709216 +106,D287L,0.032759994 +107,D287N,0.04762779 +108,D287N,0.05131185 +109,E268R,0.032447048 +110,E268R,0.03784501 +111,E268S,0.015886461 +112,E268S,0.017982947 +113,E268T,0.032388527 +114,E268T,0.05200741 +115,E268V,0.007198316 +116,E268W,0.0020500761 +117,E268W,0.0016766484 +118,E268W,0.002900466 +119,E268Y,0.001508794 +120,E268Y,0.0036004027 +121,E275A,0.0796401 +122,E91K,0.08864785 +123,E91K,0.3009694 +124,F142W,0.0035936772 +125,F142Y,0.008860571 +126,F142Y,0.041698653 +127,F142Y,0.016702099 +128,F142Y,0.026359394 +129,F297I,0.024214935 +130,F297K,0.0014246796 +131,G162S,0.0041369507 +132,G162T,0.0017455053 +133,G162T,0.00084159564 +134,G162T,0.0011770293 +135,G162T,0.0010415498 +136,G162V,0.0025190562 +137,G215D,0.14612503 +138,G237R,0.08857426 +139,G237S,0.06972404 +140,G237T,0.035388496 +141,G237W,0.0075219544 +142,G241A,0.021003963 +143,G241A,0.042598058 +144,G241A,0.030797396 +145,G241C,0.0072238473 +146,G241D,0.005138902 +147,H288P,0.0026181857 +148,H288R,0.055565476 +149,H288R,0.087912895 +150,K34L,0.0030896796 +151,K34L,0.0056842077 +152,K34L,0.0034521923 +153,K34L,0.00828799 +154,L124C,0.0040412126 +155,L124C,0.0035783844 +156,L124C,0.0074182833 +157,L124C,0.0031497248 +158,L124C,0.0053504533 +159,L124C,0.00803221 +160,L124C,0.004221174 +161,L124D,0.000114083254 +162,L124D,0.00027311247 +163,L124E,0.0010949216 +164,L124E,0.0015489769 +165,L124F,0.007337974 +166,L124F,0.003578934 +167,L124F,0.0010928372 +168,L124F,0.0010322898 +169,L124F,0.0036549629 +170,L161W,0.0005830052 +171,L161Y,0.0024770491 +172,L167A,0.017672269 +173,L167A,0.011378855 +174,L167C,0.021583602 +175,L167C,0.029868534 +176,L167D,0.0011318772 +177,L167E,0.00013341827 +178,L167E,6.148618e-05 +179,L167E,5.346349e-05 +180,L167E,9.2636954e-05 +181,L167E,0.0010569934 +182,L167F,0.00577968 +183,L167F,0.001970242 +184,L167F,0.0019444965 +185,L198G,0.00030994712 +186,L198H,0.004495673 +187,L198H,0.008057071 +188,L198H,0.011605342 +189,L198I,0.10167902 +190,L198I,0.059311144 +191,L234I,0.1666272 +192,L234I,0.04597385 +193,L234I,0.08819777 +194,L234M,0.17380011 +195,L234M,0.10362738 +196,L234M,0.1799428 +197,L234N,0.001968097 +198,L234N,0.0011158593 +199,L234P,0.00042975773 +200,L234P,0.00018637652 +201,L234P,0.0024991995 +202,L234P,0.00067439466 +203,L234Q,0.0029372736 +204,L234R,0.005350136 +205,L234S,0.0016088629 +206,L234S,0.0031476428 +207,L234V,0.010825409 +208,L234W,0.00506143 +209,L243A,0.35802725 +210,L243D,0.3055029 +211,L243D,0.40177917 +212,L243D,0.49256402 +213,L243E,0.089160256 +214,L243F,0.22227105 +215,L243F,0.30859026 +216,L243F,0.33165956 +217,L243F,0.64578843 +218,L243G,0.12741213 +219,L243H,0.39666945 +220,L243I,0.1530618 +221,L243K,0.11411625 +222,L243K,0.086297154 +223,L243M,0.14568023 +224,L27Y,0.00032138312 +225,L27Y,0.0005506316 +226,L31A,0.012615187 +227,L31C,0.04725659 +228,L31C,0.026506262 +229,L31C,0.034861974 +230,L31C,0.02495179 +231,L31C,0.02884823 +232,L31D,0.00041293443 +233,L31D,0.00101414 +234,L31D,0.0048792707 +235,L31D,0.0005277032 +236,L31D,0.00017285724 +237,L31D,0.0005653345 +238,L31E,0.008378677 +239,L31E,0.0052832137 +240,L31F,0.04381683 +241,L31F,0.07544535 +242,N251A,0.07325294 +243,N251A,0.056052018 +244,N251A,0.0554871 +245,N251D,0.012231378 +246,N251D,0.018863758 +247,N251D,0.021408206 +248,N251D,0.029771322 +249,N251E,0.36208323 +250,N251F,0.036311764 +251,N251G,0.03275569 +252,N251G,0.022340763 +253,N251G,0.01724781 +254,N251G,0.023724113 +255,N251H,0.021720598 +256,N251I,0.029892655 +257,N251K,0.03888712 +258,N251K,0.018387891 +259,N251L,0.019595254 +260,N251L,0.01333172 +261,N251M,0.14256167 +262,N251M,0.14247091 +263,N251M,0.0715391 +264,N251P,0.00015635378 +265,N251Q,0.17801808 +266,N251Q,0.26645368 +267,N251R,0.064837486 +268,N251R,0.038663577 +269,N251S,0.09841546 +270,N251S,0.07582515 +271,N251S,0.09931471 +272,N251T,0.16901205 +273,N251T,0.102276236 +274,N251V,0.19800264 +275,N251V,0.07312952 +276,N251W,0.053299163 +277,N251Y,0.051272552 +278,N251Y,0.02242131 +279,N289C,0.027347535 +280,N289D,0.018227998 +281,N289D,0.03234141 +282,N289D,0.020210773 +283,N289E,0.012647147 +284,N289E,0.008618682 +285,N289F,0.002710492 +286,N289F,0.0038320587 +287,N289H,0.032523196 +288,N289H,0.07512372 +289,N289I,0.0010040585 +290,N289I,0.00035979415 +291,N289K,0.0072910376 +292,N289K,0.003406976 +293,N289L,0.00028112697 +294,N289M,0.0039837183 +295,N289Q,0.0075440817 +296,N289R,0.004178778 +297,N289R,0.0010707586 +298,N289S,0.6036553 +299,N289S,0.00022585092 +300,N289S,0.000475847 +301,N289S,0.0046516494 +302,N289S,0.117542915 +303,N289S,0.52822375 +304,N289S,0.17152154 +305,N289S,0.002463711 +306,N289S,0.0017927171 +307,N289S,0.009111817 +308,N289T,0.0061898073 +309,N289W,0.004090257 +310,N289Y,0.0018952447 +311,N289Y,0.0005523271 +312,N3A,0.22837274 +313,N3A,0.12925257 +314,N3C,0.12783739 +315,N3D,0.045630246 +316,N3E,0.21982181 +317,N3E,0.18606073 +318,N3E,0.27557045 +319,P12G,0.037389398 +320,P164C,0.076557904 +321,P164C,0.10103866 +322,P164D,0.010129306 +323,P164D,0.010248472 +324,P164D,0.005666365 +325,P164E,0.008522954 +326,P164F,0.01766351 +327,P164F,0.0083066225 +328,P164F,0.03807685 +329,P164G,0.0266972 +330,P164G,0.020872783 +331,P164H,0.008309317 +332,P164H,0.027119268 +333,P164I,0.108047165 +334,P164I,0.112391315 +335,P164I,0.088611364 +336,P164K,0.002909318 +337,P164K,0.0020128472 +338,P164K,0.0043483884 +339,P164K,0.0046947943 +340,P164L,0.016278295 +341,P224W,0.095428035 +342,P224Y,0.087049976 +343,P224Y,0.08971293 +344,P224Y,0.042249873 +345,P22A,0.010593674 +346,P22C,0.004330001 +347,P22C,0.0032908684 +348,P22C,0.015378553 +349,P22C,0.022685362 +350,P22D,0.003445884 +351,P22D,0.00060935103 +352,P22D,0.0016136642 +353,P22E,0.002136729 +354,P22E,0.0010751634 +355,P22E,0.0021500345 +356,P22E,0.0006401961 +357,P22E,0.00136355 +358,P22F,0.0018320177 +359,P22F,0.0007445207 +360,P22G,0.00087694137 +361,P22H,0.005767075 +362,P22H,0.007206247 +363,P22H,0.008708539 +364,P22I,0.0059787775 +365,P22I,0.0040365322 +366,P22K,0.03193052 +367,P22L,0.017649274 +368,P22M,2.8346854e-05 +369,P22N,0.010975837 +370,P22N,0.0020086716 +371,P22Q,0.0020369615 +372,P22Q,0.0013863952 +373,P22Q,0.0016845183 +374,P22S,0.0060437433 +375,P22S,0.004336391 +376,P22T,0.005153652 +377,P22T,0.0039028614 +378,P22T,0.0020981107 +379,P22V,0.00650405 +380,P22V,0.008467534 +381,P22W,0.00023721866 +382,P22W,5.5410936e-05 +383,P22Y,0.002441084 +384,P22Y,0.0011863183 +385,P240A,0.040269848 +386,P240F,0.012471984 +387,P240G,0.017833475 +388,P240L,0.015381183 +389,P240L,0.1106238 +390,P240N,0.037556548 +391,P240Q,0.04731601 +392,P240Q,0.053537272 +393,P240Q,0.05219006 +394,P240Q,0.03961307 +395,P240T,0.030902104 +396,P240Y,0.014437948 +397,P270A,0.025704872 +398,P270C,0.029273227 +399,P270C,0.021100147 +400,P270D,0.00030928527 +401,P270D,0.00051078957 +402,P270E,0.0025418468 +403,P270E,0.003075881 +404,P270F,0.004556579 +405,P270F,0.0057232613 +406,P270F,0.0015004958 +407,P270G,0.016822036 +408,P270G,0.0052006235 +409,P270G,0.011614268 +410,P270G,0.0073026665 +411,P270H,0.0062424694 +412,P270H,0.009953878 +413,P270I,0.007444758 +414,P270I,0.0054643797 +415,P270I,0.003601995 +416,P270K,0.00056484435 +417,P270K,0.00047288483 +418,P270N,0.012230439 +419,P270N,0.0035763169 +420,P270Q,0.011648196 +421,P270Q,0.0017024898 +422,P270R,0.00027246316 +423,P270R,0.001801901 +424,P270S,0.031870574 +425,P270S,0.041251093 +426,P270S,0.037256166 +427,P270T,0.0053945063 +428,P270T,0.0069243 +429,P270T,0.0024862713 +430,P270T,0.009231735 +431,P270T,0.006892586 +432,P270T,0.009043241 +433,P270T,0.008278888 +434,P270V,0.005322826 +435,P270V,0.0075492207 +436,P270W,0.002184799 +437,P300A,0.01926378 +438,P300A,0.017852347 +439,P300C,0.009303512 +440,P300C,0.029686231 +441,P300C,0.028008852 +442,P300E,0.011958092 +443,P300E,0.012639691 +444,P300E,0.011912281 +445,P300F,0.009478169 +446,P300F,0.0018593099 +447,P300F,0.0045184223 +448,P300G,0.03069763 +449,P300H,0.012052307 +450,P300H,0.012217723 +451,P300I,0.014154936 +452,P300K,0.07297073 +453,P300K,0.0979641 +454,P300L,0.011279174 +455,P300M,0.012060363 +456,P300N,0.021126227 +457,P300N,0.023318833 +458,P300N,0.034577087 +459,P300N,0.021301674 +460,P300Q,0.04642869 +461,P300R,0.08587137 +462,P300R,0.0321187 +463,P300S,0.028473051 +464,P300S,0.08018693 +465,P300S,0.06896845 +466,P300S,0.02963752 +467,P300S,0.033205226 +468,P300S,0.10830824 +469,P300W,0.008550015 +470,P300Y,0.004565736 +471,P300Y,0.0043692794 +472,P302C,0.11668959 +473,P302C,0.143283 +474,P302C,0.17199202 +475,P302D,0.008329567 +476,P302E,0.031621262 +477,P302F,0.17754026 +478,P302F,0.18104793 +479,P302H,0.1445709 +480,P302H,0.18786393 +481,P302H,0.096012674 +482,P302I,0.12603118 +483,P302K,0.08750465 +484,P302K,0.35314786 +485,P302K,0.206333 +486,P302L,0.20538187 +487,P302L,0.2515907 +488,P302L,0.081145674 +489,P302L,0.17299709 +490,P302L,0.36454102 +491,P302M,0.054030266 +492,P302M,0.07886237 +493,P302N,0.13203263 +494,P302N,0.05265474 +495,P302N,0.066776566 +496,P302N,0.18934792 +497,P302Q,0.067900576 +498,P302Q,0.07242715 +499,P302Q,0.12483227 +500,P302R,0.17579903 +501,P302R,0.10375248 +502,P302R,0.16033812 +503,P302T,0.118402906 +504,P302V,0.14129843 +505,P302V,0.059326217 +506,P302W,0.064747244 +507,P37A,0.100827314 +508,P37A,0.23216271 +509,P37A,0.08245293 +510,P37A,0.04624557 +511,P37A,0.03128631 +512,P37C,0.044025708 +513,P37C,0.015185587 +514,P37C,0.020222053 +515,P37D,0.037568886 +516,P37D,0.019023743 +517,P37D,0.037941888 +518,P37D,0.03317943 +519,P37D,0.052227233 +520,P37E,0.045422487 +521,P37E,0.040026024 +522,P37E,0.08756481 +523,P37E,0.049229674 +524,P37G,0.014244679 +525,P37G,0.020707404 +526,P37G,0.01727175 +527,P37G,0.019338153 +528,P37G,0.011589693 +529,P37H,0.08261962 +530,P37H,0.15073176 +531,P37H,0.11807058 +532,P37H,0.26229024 +533,P37H,0.017865533 +534,P37H,0.107955165 +535,P37H,0.32840988 +536,Q299H,0.015935395 +537,Q299H,0.005318971 +538,Q299H,0.326163 +539,Q299I,0.067013 +540,Q299I,0.04324119 +541,Q299I,0.07061429 +542,Q299L,0.045720246 +543,Q299L,0.062363863 +544,Q299M,0.12627503 +545,Q299N,0.05771277 +546,Q299N,0.03254686 +547,Q299N,0.040172037 +548,Q299N,0.06176515 +549,Q299N,0.0377397 +550,Q299P,0.0069537223 +551,Q299P,0.0057138815 +552,Q299R,0.06452811 +553,Q299S,0.09415493 +554,Q299T,0.04276231 +555,Q299V,0.04861048 +556,Q299V,0.114527255 +557,Q299W,0.019715719 +558,Q299Y,0.0231142 +559,Q54A,0.07386296 +560,Q54D,0.22058095 +561,Q54D,0.06620955 +562,Q54D,0.23309864 +563,Q54D,0.2696234 +564,Q54E,0.18677561 +565,Q54E,0.08700954 +566,Q54H,0.1357823 +567,Q54H,0.1373808 +568,Q54H,0.1269386 +569,Q54H,0.14190309 +570,Q54I,0.04103792 +571,Q54I,0.031460904 +572,Q54I,0.033630833 +573,Q54I,0.04182251 +574,Q54K,0.24114183 +575,Q54K,0.17158195 +576,Q54K,0.2940282 +577,Q54L,0.04978305 +578,Q54L,0.05591982 +579,Q54L,0.097307235 +580,Q54L,0.044289213 +581,Q54N,0.0992127 +582,Q54N,0.08133087 +583,Q54N,0.18152203 +584,Q54P,0.0023971936 +585,Q54P,0.007831583 +586,Q54R,0.3145313 +587,Q54R,0.049601138 +588,Q54R,0.26753902 +589,R274P,0.00061034196 +590,R274P,0.00037807887 +591,R274P,0.0014774484 +592,R274S,0.07248952 +593,R274S,0.09010475 +594,R274S,0.020001262 +595,R274V,0.06214697 +596,R274V,0.17391968 +597,R274V,0.0748314 +598,R274Y,0.08662467 +599,R274Y,0.12718663 +600,R279A,0.036182154 +601,R279A,0.057769816 +602,R279A,0.054791976 +603,R279C,0.025240373 +604,R279D,0.018540228 +605,R279E,0.03667672 +606,R279E,0.037051197 +607,R279F,0.028879663 +608,R279F,0.0428768 +609,R279F,0.037551533 +610,R279F,0.044254314 +611,R279F,0.048618495 +612,R279G,0.03472831 +613,R279H,0.0721763 +614,R279H,0.042841192 +615,R279H,0.03123489 +616,R279H,0.05538679 +617,R279H,0.026979852 +618,R279I,0.014245273 +619,R279K,0.08481105 +620,R279K,0.078883775 +621,R279L,0.07969194 +622,R279L,0.0475442 +623,R279L,0.06463621 +624,R279L,0.065549046 +625,R279M,0.08561641 +626,R279P,0.0021332954 +627,R279P,0.00289859 +628,R279P,0.0007425208 +629,R279Q,0.06620153 +630,R279S,0.14578453 +631,R279T,0.022825047 +632,R279T,0.043377247 +633,R279T,0.020254498 +634,R279T,0.043879803 +635,R279T,0.04440717 +636,R279V,0.073219635 +637,R279V,0.0073850467 +638,R279W,0.051252086 +639,R279W,0.05336856 +640,R279W,0.029426761 +641,R279Y,0.03693078 +642,R43C,0.0012926867 +643,R43C,0.00025768182 +644,R43D,0.0018229586 +645,R43E,8.362864e-05 +646,R43E,7.870737e-05 +647,R43F,0.00049891695 +648,R43F,0.0013597644 +649,R43F,0.00028166443 +650,R43F,0.00017264282 +651,R43G,0.0008939293 +652,R43G,0.0011604012 +653,R43H,0.0025489451 +654,R43I,0.00037522698 +655,R43I,0.0006915952 +656,R43I,0.00072766194 +657,R43I,0.0008370269 +658,R43I,0.0013799305 +659,R43K,0.023701794 +660,R43L,0.00044192874 +661,R43M,0.0011567117 +662,R43M,0.002460171 +663,R43M,0.0015214201 +664,R43M,0.002273077 +665,R90E,0.050833967 +666,R90E,0.16575634 +667,R90E,0.39833903 +668,R90F,0.030775541 +669,R90G,0.17762062 +670,R90H,0.18513319 +671,R90H,0.17847314 +672,S145D,0.0008366549 +673,S145D,0.0009746019 +674,S145D,5.072567e-05 +675,S145E,0.00044853377 +676,S145E,0.0008923132 +677,S145E,0.00075204246 +678,S145E,0.0011225765 +679,S145E,0.00035346812 +680,S145E,0.00050096214 +681,S145E,0.00022762893 +682,S145E,6.788298e-05 +683,S145G,0.010525454 +684,S145H,0.005059108 +685,S145I,0.0006653505 +686,S145I,0.002028421 +687,S145K,0.0012000547 +688,S145K,0.0013626914 +689,S145L,0.0011224424 +690,S145L,0.0006838644 +691,S267K,0.017038895 +692,S267K,0.007995824 +693,S267K,0.0058584223 +694,S267K,0.009353922 +695,S267L,0.0010516704 +696,S267L,0.0016697415 +697,S267L,0.0015811023 +698,S267L,0.0010378875 +699,S67A,0.17166992 +700,S67A,0.22276893 +701,S67A,0.15607406 +702,S67C,0.17352895 +703,S67C,0.030218622 +704,T16H,0.0013418938 +705,T16I,0.003182914 +706,T16K,0.0002353478 +707,T16K,0.0001742993 +708,T179N,0.02862962 +709,T179P,0.0009976029 +710,T179P,0.00013553898 +711,T179P,0.0005801295 +712,T179P,4.9431874e-05 +713,T179P,0.00050823955 +714,T179P,0.0014157939 +715,T179P,0.0005331235 +716,T179Q,0.013790414 +717,T179Q,0.0032383585 +718,T179R,0.0005013449 +719,T179S,0.07210191 +720,T207L,0.024229923 +721,T207M,0.07498764 +722,T207M,0.069903426 +723,T2P,0.09500877 +724,T2P,0.1032996 +725,T2P,0.11124381 +726,T63K,0.10658315 +727,T63K,0.12492465 +728,T63K,0.16707563 +729,T63K,0.058832698 +730,T63K,0.13091716 +731,T63L,0.031536333 +732,T63L,0.021098122 +733,T63M,0.24990198 +734,T63N,0.15312156 +735,T72V,0.2596443 +736,T72V,0.11553608 +737,T72V,0.31074637 +738,T72W,0.00067183876 +739,T72W,0.0020025354 +740,T72W,0.0022916233 +741,T72Y,0.0005462258 +742,T72Y,0.002902282 +743,T72Y,0.0010353297 +744,T72Y,0.0007838803 +745,T72Y,0.0013794154 +746,T72Y,0.0011759736 +747,T7A,0.13967484 +748,T7A,0.13145791 +749,T9L,0.05689956 +750,T9L,0.040243737 +751,T9L,0.11216544 +752,T9L,0.027763342 +753,T9M,0.3303337 +754,T9M,0.07360731 +755,T9M,0.14169513 +756,T9M,0.076229386 +757,T9N,0.20760126 +758,T9N,0.12653981 +759,T9N,0.1191995 +760,V109T,0.0109703 +761,V109T,0.00901268 +762,V109T,0.0028510299 +763,V109T,0.008951241 +764,V109T,0.016295929 +765,V109T,0.01147874 +766,V109W,0.006601221 +767,V109W,0.007762157 +768,V109Y,0.0018465902 +769,V109Y,0.042976603 +770,V109Y,0.019715404 +771,V109Y,7.0370086e-05 +772,V109Y,0.056320973 +773,V109Y,0.0003820914 +774,V109Y,0.030712632 +775,V109Y,0.0029472031 +776,V109Y,0.029348027 +777,V113A,0.042659417 +778,V113A,0.040002007 +779,V113A,0.012315184 +780,V113A,0.011941269 +781,V113A,0.087700374 +782,V113A,0.027169676 +783,V113A,0.062153816 +784,V113A,0.016827408 +785,V232F,0.10729359 +786,V281D,0.0026132353 +787,V281D,0.012830686 +788,V281E,0.04194813 +789,V281E,0.046957772 +790,V281F,0.015297689 +791,V281F,0.019028742 +792,V281G,0.003049061 +793,V281H,0.012268898 +794,,0.005800111 +795,,0.32194215 +796,,0.17524762 +797,,0.0067538945 +798,,0.011698551 +799,,0.10838419 +800,,0.2049923 +801,,0.16010275 +802,,0.023255518 +803,,0.08805631 +804,A111F,0.074553974 +805,A111F,0.0034812095 +806,A111F,0.0558384 +807,A111G,0.3222685 +808,A111G,0.1677934 +809,A111G,0.058993164 +810,A111H,0.13322254 +811,A111H,0.14425327 +812,A111H,0.13775864 +813,A111I,0.19878773 +814,A111I,0.0332563 +815,A111I,0.014324418 +816,A111I,0.09527639 +817,A111I,0.010320727 +818,A111I,0.2364378 +819,A111I,0.013654038 +820,A111I,0.028747477 +821,A111I,0.015078392 +822,A111K,0.021387031 +823,A111K,0.04298557 +824,A111K,0.07291934 +825,A111L,0.022188444 +826,A111M,0.1401565 +827,A111M,0.16805708 +828,A111M,0.1726312 +829,A111M,0.0105835 +830,A111M,0.43016574 +831,A111M,0.13059981 +832,A111M,0.033032246 +833,A111M,0.015279241 +834,A111M,0.0071636057 +835,A111M,0.018797848 +836,A111N,0.03451218 +837,A111N,0.16640039 +838,A111N,0.18044947 +839,A111N,0.09188597 +840,A111N,0.22263312 +841,A111P,0.0034748155 +842,A111P,0.006743735 +843,A111P,0.008912802 +844,A111P,0.0065957853 +845,A111P,0.006204925 +846,A111P,0.0039786603 +847,A111Q,0.12352629 +848,A111Q,0.029996274 +849,A111Q,0.04736434 +850,A111R,0.0708333 +851,A111S,0.13220626 +852,A111S,0.083406836 +853,A111S,0.0018763249 +854,A111S,0.14107792 +855,A111S,0.007421862 +856,A111S,0.06527498 +857,A111T,0.25027868 +858,A111T,0.08352129 +859,A111T,0.06025095 +860,A111T,0.22419672 +861,A111V,0.05565898 +862,A111W,0.034130644 +863,A111W,0.08915312 +864,A111W,0.034413148 +865,A111W,0.02111569 +866,A111Y,0.121177934 +867,A112C,0.022105167 +868,A112C,0.017302983 +869,A112C,0.08588835 +870,A112C,0.008245433 +871,A112C,0.0063495827 +872,A112C,0.016876524 +873,A112C,0.08226687 +874,A112C,0.027404724 +875,A112C,0.00019820637 +876,A112C,0.04457941 +877,A112D,0.001970005 +878,A112D,0.006853296 +879,A112E,0.012876299 +880,A112E,0.0019260546 +881,A112E,0.0013644076 +882,A112E,0.0010809752 +883,A112E,0.006572415 +884,A112E,0.0072642146 +885,A112E,0.0034925793 +886,A112E,0.041357517 +887,A112E,0.030571543 +888,A112E,0.00544745 +889,A112F,0.014319375 +890,A112F,0.019379258 +891,A112F,0.025881458 +892,A112F,0.04356792 +893,A112G,0.037649825 +894,A112G,0.036894284 +895,A112G,0.017971467 +896,A112G,0.014448585 +897,A112G,0.0069683557 +898,A112G,0.039947342 +899,A112G,0.0021922495 +900,A112G,0.03344452 +901,A112G,0.006178727 +902,A112H,0.0012477436 +903,A112H,0.001855646 +904,A112I,0.003761829 +905,A112I,0.0037248528 +906,A112I,0.0032499149 +907,A112I,0.0009450441 +908,A112I,0.0019602363 +909,A112K,0.008224903 +910,A112K,0.0032301606 +911,A112K,0.005097068 +912,A112K,0.0037365088 +913,A112K,0.00031968777 +914,A112K,0.003377938 +915,A112K,0.0033481994 +916,A112K,0.010407698 +917,A112K,0.00017257703 +918,A112K,0.0013390688 +919,A112L,0.012354814 +920,A112L,0.003268876 +921,A112L,0.00096230215 +922,A112L,0.0064227525 +923,A112L,0.0024834732 +924,A112L,0.0033412343 +925,A112M,0.0022342019 +926,A112M,0.0022685628 +927,A112M,0.005348192 +928,A112M,0.008942632 +929,A112N,2.6498488e-05 +930,A112N,0.0007144328 +931,A112N,0.0005457656 +932,A112N,0.00088150555 +933,A112N,0.0071259444 +934,A112P,0.00013898656 +935,A112P,0.0018891774 +936,A112Q,0.0025135172 +937,A112Q,0.0025398438 +938,A112Q,0.0063149775 +939,A112Q,0.0009181462 +940,A112Q,0.004819857 +941,A112Q,0.0027194028 +942,A112Q,0.0016731888 +943,A112R,0.0032837568 +944,A112R,0.0024358665 +945,A112R,0.0013179692 +946,A112R,0.00066933385 +947,A112R,0.00039771022 +948,A112S,0.014549485 +949,A112S,0.0321904 +950,A112S,0.03221358 +951,A112S,0.03160354 +952,A112S,0.019796135 +953,A112S,0.01302591 +954,A112T,0.034751266 +955,A112T,0.1008067 +956,A112T,0.0020633733 +957,A112T,0.0506742 +958,A112T,0.010414673 +959,A112T,0.0027251705 +960,A112T,0.037192576 +961,A112T,0.026023366 +962,A112T,0.019526122 +963,A112V,0.0073555033 +964,A112V,0.007342658 +965,A112V,0.013818193 +966,A112V,0.0036191815 +967,A112V,0.004684724 +968,A112V,0.011960164 +969,A112V,0.0014449357 +970,A112V,0.0069364333 +971,A112V,0.0106798615 +972,A112V,0.013238324 +973,A112W,0.005380278 +974,A112W,0.003889817 +975,A112W,0.018171025 +976,A112W,0.009936223 +977,A112W,0.011837195 +978,A112W,0.012783055 +979,A116F,0.009124301 +980,A116F,0.023216674 +981,A116F,0.3188393 +982,A116F,0.19415575 +983,A116F,0.13271572 +984,A116G,0.16336533 +985,A116G,0.17413945 +986,A116G,0.20760083 +987,A116H,0.01893135 +988,A116H,0.00045645042 +989,A116H,0.1813334 +990,A116H,0.01903818 +991,A116H,0.12097328 +992,A116H,0.28665859 +993,A116H,0.008177349 +994,A116H,0.02604826 +995,A116H,0.0025289112 +996,A116I,0.016428018 +997,A116I,0.09119244 +998,A116I,0.067093305 +999,A116I,0.06079173 +1000,A116I,0.08688792 +1001,A116I,0.013742692 +1002,A116K,0.0029992815 +1003,A116K,0.00095770677 +1004,A116K,0.0021025771 +1005,A116K,0.0033690014 +1006,A116K,0.0056985337 +1007,A116K,0.0020476556 +1008,A116K,0.0071364613 +1009,A116K,0.0028427616 +1010,A116K,0.0010138663 +1011,A116L,0.048360966 +1012,A116L,0.037871756 +1013,A116L,0.10221659 +1014,A116M,0.10564097 +1015,A116M,0.24226528 +1016,A116M,0.024660878 +1017,A116M,0.008763476 +1018,A116M,0.37031963 +1019,A116M,0.023931567 +1020,A116M,0.030744588 +1021,A116M,0.024730656 +1022,A116N,0.0019095403 +1023,A116N,0.03619741 +1024,A116N,0.008954457 +1025,A116P,3.350164e-05 +1026,A116Q,0.010515916 +1027,A116Q,0.03587193 +1028,A116Q,0.03631006 +1029,A116Q,0.026534477 +1030,A116Q,0.011386129 +1031,A116Q,0.03205348 +1032,A116Q,0.0096422555 +1033,A116Q,0.028532721 +1034,A116Q,0.051530037 +1035,A116Q,0.0030562284 +1036,A116R,0.01703052 +1037,A116R,0.0031677517 +1038,A116R,0.008938802 +1039,A116R,0.0013054726 +1040,A116R,0.004025696 +1041,A116R,0.008019391 +1042,A116R,0.006214564 +1043,A116R,0.017001744 +1044,A116R,0.011348764 +1045,A116R,0.0023440903 +1046,A116S,0.10756629 +1047,A116S,0.0028171565 +1048,A116S,0.66437507 +1049,A116S,0.060189612 +1050,A116S,0.14450087 +1051,A116S,0.043017123 +1052,A116S,0.09295633 +1053,A116S,0.037854757 +1054,A116S,0.008886378 +1055,A116T,0.14568858 +1056,A116T,0.011167127 +1057,A116T,0.29404402 +1058,A116T,0.25964692 +1059,A116T,0.23617733 +1060,A116T,0.008271711 +1061,A116T,0.48814854 +1062,A116V,0.083811015 +1063,A116V,0.05209683 +1064,A116V,0.045934103 +1065,A116V,0.039798457 +1066,A116W,0.0011306753 +1067,A116W,0.008582206 +1068,A116W,0.0002437644 +1069,A116W,0.026630474 +1070,A116W,0.080922425 +1071,A116Y,0.06382764 +1072,A116Y,0.025963232 +1073,A116Y,0.1876019 +1074,A116Y,0.15089287 +1075,A116Y,0.14638096 +1076,A116Y,0.06510717 +1077,A127C,0.049200144 +1078,A127C,0.17531534 +1079,A127C,0.106422395 +1080,A127C,0.11653666 +1081,A127C,0.069894135 +1082,A127C,0.079042174 +1083,A127C,0.08422714 +1084,A127D,0.0012849818 +1085,A127D,0.0025708135 +1086,A127D,0.0012174196 +1087,A127D,0.00031602976 +1088,A127D,0.00067142927 +1089,A127E,0.0018555518 +1090,A127E,0.0021701958 +1091,A127E,0.0038706409 +1092,A127F,0.017523648 +1093,A127F,0.012500186 +1094,A127F,0.020433513 +1095,A127G,0.0048376904 +1096,A127G,0.009509913 +1097,A127G,0.008864385 +1098,A127I,0.018346086 +1099,A127I,0.038574956 +1100,A127I,0.056163665 +1101,A127I,0.025338216 +1102,A127I,0.035956055 +1103,A127K,0.071177125 +1104,A127K,0.16614398 +1105,A127K,0.075429566 +1106,A127K,0.14713301 +1107,A127K,0.053571284 +1108,A127K,0.07602526 +1109,A127L,0.001250457 +1110,A127L,0.0011113323 +1111,A127L,0.00033441867 +1112,A127L,0.0045184786 +1113,A127L,0.0008203131 +1114,A127L,0.0013791465 +1115,A127L,0.0013043463 +1116,A127L,0.003903494 +1117,A127L,0.0003931313 +1118,A127L,0.0025338468 +1119,A127M,0.003608558 +1120,A127M,0.0035887228 +1121,A127M,0.0041394536 +1122,A127N,0.0046817483 +1123,A127N,0.014870915 +1124,A127N,0.0072906106 +1125,A127N,0.0075716083 +1126,A127N,0.0076302295 +1127,A127P,0.0017558766 +1128,A127P,0.00015733439 +1129,A127P,0.00044173264 +1130,A127P,0.0004892508 +1131,A127P,0.00127038 +1132,A127P,0.00068640214 +1133,A127Q,0.004400694 +1134,A127Q,0.0028922053 +1135,A127Q,0.001309465 +1136,A127Q,0.0040498637 +1137,A127Q,0.0067725293 +1138,A127Q,0.0026362706 +1139,A127R,3.2769887e-05 +1140,A127R,0.00048858917 +1141,A127R,0.0012514873 +1142,A127R,0.0018486824 +1143,A127S,0.025193643 +1144,A127S,0.04328504 +1145,A127S,0.023704782 +1146,A127V,0.09681396 +1147,A127V,0.06024362 +1148,A127V,0.44738525 +1149,A127V,0.32779595 +1150,A127V,0.1402105 +1151,A127W,0.0014875884 +1152,A127Y,0.017272461 +1153,A127Y,0.016131084 +1154,A13C,0.09313108 +1155,A13C,0.025094572 +1156,A13D,0.07268985 +1157,A13D,0.08768222 +1158,A13D,0.10325495 +1159,A13D,0.13994643 +1160,A13E,0.013829532 +1161,A13E,0.07643601 +1162,A13F,0.01082211 +1163,A13F,0.014669087 +1164,A13F,0.011119133 +1165,A13G,0.0859183 +1166,A13G,0.10467975 +1167,A13G,0.106286325 +1168,A13G,0.07330702 +1169,A13G,0.06973763 +1170,A13H,0.16384152 +1171,A13I,0.030840918 +1172,A13I,0.022515506 +1173,A13K,0.057839733 +1174,A13L,0.027662251 +1175,A13L,0.06274396 +1176,A13M,0.05377097 +1177,A13M,0.042463794 +1178,A13M,0.06128239 +1179,A13N,0.048709527 +1180,A13N,0.061841078 +1181,A13P,0.10119245 +1182,A13P,0.030976797 +1183,A13P,0.035889074 +1184,A13Q,0.26160532 +1185,A13Q,0.1320717 +1186,A13S,0.053435918 +1187,A13S,0.24879393 +1188,A13T,0.06965843 +1189,A13T,0.09822812 +1190,A13T,0.040409543 +1191,A13V,0.025323462 +1192,A13W,0.009168328 +1193,A13W,0.0034338387 +1194,A13W,0.00644604 +1195,A13Y,0.028579196 +1196,A13Y,0.015701804 +1197,A140C,0.033154815 +1198,A140C,0.044957615 +1199,A140D,0.0007347746 +1200,A140E,0.0038135855 +1201,A140E,0.00077698304 +1202,V281I,0.08212923 +1203,V281I,0.071389444 +1204,V281I,0.034909964 +1205,A140F,0.0014688869 +1206,A140F,0.0019565385 +1207,A140G,0.016905004 +1208,A140G,0.039880972 +1209,A140G,0.02806677 +1210,A140H,0.001616196 +1211,A140H,0.0030875942 +1212,A140I,0.001782561 +1213,A140I,0.0003061116 +1214,A140K,0.002001482 +1215,A140K,0.00092323765 +1216,A140K,0.0035489635 +1217,A140K,0.0015480971 +1218,A140L,0.0001813104 +1219,A140L,0.0018848144 +1220,A140L,0.0061052144 +1221,A140M,0.0028323035 +1222,A140M,0.003553911 +1223,A140M,0.0067270375 +1224,A140M,0.009331516 +1225,A140N,0.004552497 +1226,A140P,0.00042610554 +1227,A140P,0.0008509028 +1228,A140R,0.00012662951 +1229,A140R,0.0011868733 +1230,A140R,0.00032987905 +1231,A140R,0.0031850848 +1232,A140R,4.171568e-05 +1233,A140S,0.066206396 +1234,A140T,0.03870797 +1235,A140T,0.01345079 +1236,A140V,0.001171495 +1237,A140V,0.009293418 +1238,A140V,0.009008788 +1239,A140W,8.4725565e-05 +1240,A140W,0.00089038356 +1241,A140Y,0.0010387028 +1242,A149C,0.0508373 +1243,A149C,0.0792932 +1244,A149D,0.1021602 +1245,A149D,0.032278 +1246,A149D,0.08508274 +1247,A149E,0.32234836 +1248,A149F,0.04788739 +1249,A149F,0.027647315 +1250,A149F,0.03148852 +1251,A149G,0.08584256 +1252,A149G,0.078728266 +1253,A149G,0.13495257 +1254,A149H,0.050093718 +1255,A149H,0.055081625 +1256,A149H,0.027319059 +1257,A149I,0.033079937 +1258,A149I,0.03822569 +1259,A149K,0.076480836 +1260,A149L,0.08564815 +1261,A149L,0.050258 +1262,A149L,0.06978469 +1263,A149M,0.038718283 +1264,A149N,0.045464758 +1265,A149P,0.013675589 +1266,A149R,0.035221457 +1267,A149T,0.03658354 +1268,A149V,0.015200325 +1269,A149W,0.025371496 +1270,A149Y,0.029772844 +1271,A149Y,0.045532186 +1272,A156D,0.36242163 +1273,A156D,0.29503098 +1274,A156E,0.81953675 +1275,A156E,0.16631258 +1276,A156E,0.14835042 +1277,A156E,0.17324442 +1278,A156E,0.021596976 +1279,A156E,0.22973844 +1280,A156E,0.1865164 +1281,A156E,0.48294026 +1282,A156E,0.25754413 +1283,A156F,0.19954585 +1284,A156F,0.39243597 +1285,A156F,0.22602998 +1286,A156G,0.7180962 +1287,A156G,0.20746335 +1288,A156G,0.43955988 +1289,A156G,0.4302629 +1290,A156G,0.2583779 +1291,A156G,0.38865986 +1292,A156G,0.42204815 +1293,A156H,0.12779091 +1294,A156H,0.04106069 +1295,A156H,0.63633174 +1296,A156H,0.62758213 +1297,A156H,0.50693405 +1298,A156H,0.68074745 +1299,A156H,0.25088805 +1300,A156H,0.31229168 +1301,A156K,0.47715613 +1302,A156K,0.40684643 +1303,A156K,0.31718487 +1304,A156K,0.40942052 +1305,A156K,0.5381894 +1306,A156K,0.27195707 +1307,A156K,0.26294842 +1308,A156K,0.09082727 +1309,A156K,0.2525334 +1310,A156K,0.22006263 +1311,A156L,0.4548135 +1312,A156L,0.2654869 +1313,A156M,0.41580665 +1314,A156M,0.20977053 +1315,A156M,0.29417092 +1316,A156M,0.1739089 +1317,A156M,0.16353032 +1318,A156M,0.15994783 +1319,A156M,0.35062885 +1320,A156M,0.27972096 +1321,A156M,0.21428801 +1322,A156M,0.1494654 +1323,A156N,0.55215394 +1324,A156N,0.61834973 +1325,A156N,0.43694624 +1326,A156N,0.25026825 +1327,A156N,0.81424195 +1328,A156N,0.45914736 +1329,A156N,0.544886 +1330,A156N,0.507052 +1331,A156P,0.13461709 +1332,A156P,0.2607036 +1333,A156Q,0.13143708 +1334,A156Q,0.5603584 +1335,A156Q,0.12174557 +1336,A156Q,0.18943341 +1337,A156Q,0.26087773 +1338,A156Q,0.15444927 +1339,A156Q,0.08020499 +1340,A156R,0.19769642 +1341,A156R,0.42186135 +1342,A156S,0.74658775 +1343,A156S,0.25916854 +1344,A156S,0.105845675 +1345,A156S,0.27517045 +1346,A156S,0.501375 +1347,A156S,0.03708036 +1348,A156S,0.5878389 +1349,A156T,0.30432642 +1350,A156T,0.055266082 +1351,A156T,0.34217757 +1352,A156T,0.26799232 +1353,A156T,0.44525257 +1354,A156T,0.4131706 +1355,A156T,0.27862585 +1356,A156V,0.1008157 +1357,A156V,0.36378798 +1358,A156V,0.28807506 +1359,A156V,0.06473426 +1360,A156V,0.21649441 +1361,A156V,0.23378411 +1362,A156V,0.3661754 +1363,A156V,0.13021743 +1364,A156V,0.11361772 +1365,A156V,0.12123772 +1366,A156W,0.22007547 +1367,A156W,0.046911202 +1368,A156W,0.049159046 +1369,A156Y,0.08689225 +1370,A156Y,0.09234415 +1371,A156Y,0.1316943 +1372,A159C,0.13515963 +1373,A159E,0.47807834 +1374,A159E,0.3370258 +1375,A159E,0.5116306 +1376,A159E,0.618689 +1377,A159E,0.45194966 +1378,A159E,0.43851173 +1379,A159E,0.3392987 +1380,A159F,0.09043177 +1381,A159F,0.08786903 +1382,A159G,0.17294194 +1383,A159G,0.38581124 +1384,A159G,0.045606315 +1385,A159G,0.07938487 +1386,A159G,0.10586465 +1387,A159G,0.45749733 +1388,A159G,0.18694326 +1389,A159H,0.1457531 +1390,A159H,0.15748996 +1391,A159H,0.14263159 +1392,A159I,0.09978095 +1393,A159I,0.07345272 +1394,A159I,0.26102006 +1395,A159I,0.1575664 +1396,A159K,0.45207202 +1397,A159K,0.18372945 +1398,A159L,0.259208 +1399,A159L,0.198835 +1400,A159M,0.3995348 +1401,A159M,0.43949357 +1402,A159M,0.31240192 +1403,A159M,0.36458558 +1404,A159M,0.34761912 +1405,A159M,0.3218084 +1406,A159M,0.4363118 +1407,A159M,0.29394302 +1408,A159N,0.22551638 +1409,A159N,0.28686005 +1410,A159N,0.28249794 +1411,A159N,0.33787432 +1412,A159N,0.27487764 +1413,A159N,0.2812656 +1414,A159N,0.13767304 +1415,A159N,0.12852198 +1416,A159P,0.0034101303 +1417,A159P,0.0031704002 +1418,A159P,0.010280349 +1419,A159Q,0.50386053 +1420,A159Q,0.18691817 +1421,A159Q,0.28450352 +1422,A159Q,0.5158201 +1423,A159Q,0.25970075 +1424,A159Q,0.28861016 +1425,A159Q,0.64604783 +1426,A159S,0.20416698 +1427,A159S,0.42395222 +1428,A159S,0.15845178 +1429,A159S,0.18384334 +1430,A159S,0.25581092 +1431,A159S,0.19023363 +1432,A159S,0.50212485 +1433,A159T,0.38450295 +1434,A159T,0.6720762 +1435,A159T,0.5180008 +1436,A159T,0.54580176 +1437,A159T,0.36248636 +1438,A159T,0.41562554 +1439,A159T,0.41421485 +1440,A159V,0.12823689 +1441,A159V,0.1227452 +1442,A159V,0.24672072 +1443,A169C,0.059408583 +1444,A169C,0.076936476 +1445,A169D,0.110726506 +1446,A169D,0.09621347 +1447,A169E,0.20142047 +1448,A169E,0.17279418 +1449,A169E,0.051500626 +1450,A169E,0.113266714 +1451,A169E,0.15747033 +1452,A169F,0.054299593 +1453,A169F,0.075970925 +1454,A169F,0.07665507 +1455,A169F,0.0448256 +1456,A169F,0.07357839 +1457,A169F,0.073359065 +1458,A169G,0.10116311 +1459,A169H,0.12346722 +1460,A169I,0.04762206 +1461,A169I,0.05933014 +1462,A169I,0.079265505 +1463,A169K,0.11568944 +1464,A169K,0.1140339 +1465,A169L,0.07841748 +1466,A169M,0.06794704 +1467,A169N,0.08070478 +1468,A169N,0.049547017 +1469,A169P,0.08255871 +1470,A169P,0.1569523 +1471,A169P,0.05437443 +1472,A169Q,0.11134839 +1473,A169Q,0.085563675 +1474,A169Q,0.18779929 +1475,A169R,0.053039767 +1476,A169T,0.08883492 +1477,A169V,0.014647645 +1478,A169W,0.06498176 +1479,A169W,0.073016115 +1480,A169Y,0.061704025 +1481,A169Y,0.050559644 +1482,A174C,0.0123947 +1483,A174C,0.019756528 +1484,A174D,0.00085150567 +1485,A174D,0.00022783894 +1486,A174E,0.0038063596 +1487,A174E,0.0026531813 +1488,A174F,0.003397309 +1489,A174F,0.0040828446 +1490,A174G,0.03185739 +1491,A174G,0.02814251 +1492,A174G,0.043548018 +1493,A174G,0.026055116 +1494,A174G,0.028931072 +1495,A174G,0.024040954 +1496,A174G,0.026276525 +1497,A174G,0.02183665 +1498,A174H,0.00045829968 +1499,A174H,0.0021100668 +1500,A174H,6.734573e-05 +1501,A174H,0.0010704856 +1502,A174H,0.00069736905 +1503,A174H,0.0010303711 +1504,A174I,0.002079366 +1505,A174I,0.00010644369 +1506,A174L,0.00032407456 +1507,A174L,0.0028287882 +1508,A174L,0.0004946258 +1509,A174N,0.0010374789 +1510,A174N,0.0012112355 +1511,A174N,0.0025209107 +1512,A174N,0.00039259373 +1513,A174P,0.0036101632 +1514,A174P,0.0074133305 +1515,A174P,0.0048935036 +1516,A174P,0.0018123206 +1517,A174Q,0.003632016 +1518,A174T,0.008052921 +1519,A174T,0.012006601 +1520,A174W,0.00021388066 +1521,A174W,0.0007387759 +1522,A174W,0.00029568138 +1523,A174W,0.0019082063 +1524,A174W,0.0010292174 +1525,A174Y,1.6249174e-05 +1526,A174Y,0.00015679332 +1527,A174Y,0.00097655994 +1528,A180D,0.000365015 +1529,A180F,0.00014651426 +1530,A180F,0.0025168185 +1531,A180G,0.033207502 +1532,A180G,0.016252251 +1533,A180H,0.0010035565 +1534,A180H,0.0017735253 +1535,A180I,0.00079069776 +1536,A180I,0.0040907147 +1537,A180L,1.1270565e-07 +1538,A180L,2.0427824e-05 +1539,A180M,0.0013631295 +1540,A180P,0.00070769887 +1541,A180P,0.003188634 +1542,A180R,0.0016825217 +1543,A180S,0.04402934 +1544,A180S,0.043977693 +1545,A180T,0.00023305547 +1546,A180V,0.00051795645 +1547,A180W,0.0014208086 +1548,A180W,0.0009666258 +1549,A180W,0.0034176342 +1550,A180Y,0.0005184755 +1551,A180Y,0.0027515802 +1552,A187D,0.008199239 +1553,A187D,0.0019551914 +1554,A187D,0.0029856618 +1555,A187E,0.0058917357 +1556,A187E,0.0021488012 +1557,A187E,0.0035495737 +1558,A187F,0.002789274 +1559,A187G,0.03739626 +1560,A187G,0.03270739 +1561,A187H,0.0010291062 +1562,A187I,0.002095753 +1563,A187I,0.0012811946 +1564,A187K,0.0009350062 +1565,A187K,0.0011046684 +1566,A187K,0.0019130528 +1567,A187L,0.0011391968 +1568,A187L,3.2293436e-05 +1569,A187M,0.03167824 +1570,A187M,0.020407496 +1571,A187N,0.047399648 +1572,A187N,0.03183519 +1573,A187N,0.10874564 +1574,A187S,0.46318728 +1575,A187S,0.069280684 +1576,A187S,0.32783788 +1577,A187S,0.12647024 +1578,A187S,0.014010179 +1579,A187S,0.15791132 +1580,A187S,0.72412664 +1581,A187S,0.61931145 +1582,A187T,0.03354569 +1583,A187T,0.020554816 +1584,A187V,0.0049642334 +1585,A187Y,0.0014565114 +1586,A187Y,0.0029426639 +1587,A187Y,0.0005934077 +1588,A195C,0.0031938725 +1589,A195C,0.0071489303 +1590,A195D,0.0005813386 +1591,A195D,8.593874e-05 +1592,A195D,0.0020515365 +1593,A195E,0.0005110247 +1594,A195E,0.0002852107 +1595,A195E,0.00045289064 +1596,A195E,0.0032710824 +1597,A195F,0.0006289942 +1598,A195G,0.1336176 +1599,A195G,0.211845 +1600,A195H,0.00054717704 +1601,A195H,0.0017934457 +1602,A195I,0.002486489 +1603,A195K,0.0011028962 +1604,A195K,0.0006241118 +1605,A195K,0.002976538 +1606,A195K,0.0013050884 +1607,A195K,0.0002065491 +1608,A195K,0.002021168 +1609,A195K,0.001365675 +1610,A195L,0.00063902955 +1611,A195M,0.0012471965 +1612,A195N,0.0037774954 +1613,A195P,0.00061193394 +1614,A195P,0.0006604526 +1615,A195R,0.0008943871 +1616,A195R,0.0012754535 +1617,A195T,0.00088430615 +1618,A195T,0.0011818956 +1619,A195V,0.00022077959 +1620,A195V,0.000121572084 +1621,A195V,0.0009777083 +1622,A195W,0.0009441519 +1623,A195W,0.00055090303 +1624,A195Y,0.001331436 +1625,A197C,0.027571054 +1626,A197D,0.0013492102 +1627,A197D,0.0015620167 +1628,A197E,0.00023333028 +1629,A197E,0.00020388077 +1630,A197E,0.0019505218 +1631,A197F,0.002108507 +1632,A197G,0.0074456464 +1633,A197G,0.0075045913 +1634,A197H,0.00031641105 +1635,A197H,0.0018265226 +1636,A197I,0.0059146876 +1637,A197I,0.0004236666 +1638,A197K,0.00073849026 +1639,A197L,0.0014754243 +1640,A197L,0.0006534243 +1641,A197M,0.00010892988 +1642,A197M,0.0005000884 +1643,A197N,0.00036595427 +1644,A197P,0.0002903513 +1645,A197Q,0.00062661426 +1646,A197Q,0.0005805235 +1647,A197R,0.001170118 +1648,A197R,0.00025486256 +1649,A197R,0.0011780483 +1650,A197R,6.601021e-05 +1651,A197R,0.0014426571 +1652,A197S,0.031001406 +1653,A197T,0.0068679675 +1654,A197V,0.016323237 +1655,A197V,0.015828226 +1656,A197W,0.0003559147 +1657,A197W,0.00024000964 +1658,A197W,0.0006159088 +1659,A202C,0.06844991 +1660,A202D,0.066377394 +1661,A202D,0.036956035 +1662,A202D,0.056688584 +1663,A202E,0.01547416 +1664,A202F,0.015554724 +1665,A202G,0.35320216 +1666,A202H,0.055283234 +1667,A202H,0.026089342 +1668,A202K,0.07595058 +1669,A202K,0.061663706 +1670,A202K,0.075173765 +1671,A202K,0.044330366 +1672,A202L,0.014986321 +1673,A202L,0.028562093 +1674,A202N,0.04349506 +1675,A202N,0.03197053 +1676,A202N,0.056207094 +1677,A202N,0.058560815 +1678,A202P,0.001652496 +1679,A202P,0.00020917738 +1680,A202P,0.0031844021 +1681,A202Q,0.03975664 +1682,A202Q,0.05752866 +1683,A202R,0.03306521 +1684,A202R,0.017767735 +1685,A202R,0.011245234 +1686,A202S,0.05640914 +1687,A202S,0.062642336 +1688,A202S,0.032395136 +1689,A202T,0.058565743 +1690,A202T,0.06396822 +1691,A202V,0.15755162 +1692,A202V,0.49641845 +1693,A202V,0.23359472 +1694,A202V,0.11847393 +1695,A202W,0.01252245 +1696,A202Y,0.062934674 +1697,A202Y,0.057602573 +1698,A202Y,0.067627236 +1699,A202Y,0.05704815 +1700,A202Y,0.04863737 +1701,A206C,0.027622735 +1702,A206D,0.00013742168 +1703,A206D,0.0005130915 +1704,A206D,0.00025004003 +1705,A206D,0.001618623 +1706,A206D,0.0018720455 +1707,A206E,0.014117505 +1708,A206E,0.022046136 +1709,A206F,0.011964981 +1710,A206F,0.010431789 +1711,A206F,0.0001769682 +1712,A206F,0.00449636 +1713,A206G,0.013822798 +1714,A206H,0.0043758783 +1715,A206H,0.0040768166 +1716,A206I,0.03431362 +1717,A206I,0.042283405 +1718,A206I,0.039978854 +1719,A206K,0.0033222646 +1720,A206L,0.02140411 +1721,A206M,0.0041232947 +1722,A206M,0.0005372444 +1723,A206M,0.0102902325 +1724,A206M,0.010371572 +1725,A206M,0.006194744 +1726,A206N,0.039657474 +1727,A206P,0.03308878 +1728,A206Q,0.0149635235 +1729,A206Q,0.036127068 +1730,A206Q,0.0019798917 +1731,A206R,0.00050652254 +1732,A206R,0.0026507215 +1733,A206S,0.15837461 +1734,A206S,0.09506383 +1735,A206T,0.036383618 +1736,A206T,0.046854142 +1737,A206V,0.034616824 +1738,A206V,0.020769568 +1739,A206W,0.0025733178 +1740,A206W,0.0067560957 +1741,A206W,0.005340535 +1742,A206W,0.0035572092 +1743,A206Y,0.007926423 +1744,A210D,0.07524457 +1745,A210D,0.103231154 +1746,A210D,0.08418708 +1747,A210E,0.036218073 +1748,A210E,0.05600237 +1749,A210F,0.163665 +1750,A210G,0.029657098 +1751,A210G,0.12061677 +1752,A210G,0.120389886 +1753,A210H,0.20792282 +1754,A210H,0.19303595 +1755,A210H,0.10804799 +1756,A210I,0.11207299 +1757,A210I,0.057295833 +1758,A210I,0.039712973 +1759,A210I,0.06986204 +1760,A210I,0.083013386 +1761,A210K,0.08866265 +1762,A210L,0.048712015 +1763,A210M,0.11274915 +1764,A210M,0.06574506 +1765,A210N,0.10090478 +1766,A210P,0.0010348287 +1767,A210P,0.00050589116 +1768,A210P,0.0013259077 +1769,A210P,0.0027161469 +1770,A210P,0.0015860033 +1771,A210Q,0.046289258 +1772,A210R,0.039847665 +1773,A210R,0.14370906 +1774,A210R,0.075654045 +1775,A210S,0.18340798 +1776,A210S,0.24553578 +1777,A210S,0.34544906 +1778,A210T,0.14133371 +1779,A210T,0.14191464 +1780,A210V,0.105185434 +1781,A210W,0.17258076 +1782,A210W,0.12484116 +1783,A210W,0.13668947 +1784,A210Y,0.14247541 +1785,A210Y,0.41035527 +1786,A210Y,0.2657321 +1787,A213C,0.11461037 +1788,A213C,0.369858 +1789,A213D,0.005683659 +1790,A213D,0.0037387793 +1791,A213D,0.008725326 +1792,A213D,0.005522222 +1793,A213E,0.0059841843 +1794,A213F,0.022783874 +1795,A213G,0.13051167 +1796,A213G,0.17505562 +1797,A213H,0.024772475 +1798,A213H,0.020327965 +1799,A213H,0.019854901 +1800,A213H,0.011120689 +1801,A213I,0.059835833 +1802,A213I,0.07630815 +1803,A213I,0.092985675 +1804,A213K,0.00090996485 +1805,A213L,0.09487623 +1806,A213M,0.09538314 +1807,A213M,0.10443068 +1808,A213N,0.0037147927 +1809,A213P,0.0024550413 +1810,A213Q,0.022610813 +1811,A213Q,0.037716392 +1812,A213R,0.0010457563 +1813,A213R,0.012910808 +1814,A213R,1.1074266e-05 +1815,A213R,0.0059214258 +1816,A213S,0.08295088 +1817,A213T,0.061817 +1818,A213V,0.0163148 +1819,A213V,0.123749346 +1820,A213V,0.03812119 +1821,A213V,0.07936336 +1822,A213W,0.048614442 +1823,A213W,0.07218503 +1824,A213Y,0.09966602 +1825,A213Y,0.056225315 +1826,A213Y,0.09145038 +1827,A213Y,0.05016542 +1828,A213Y,0.0788023 +1829,A218C,0.105265416 +1830,A218C,0.12717576 +1831,A218D,0.033210993 +1832,A218D,0.05583283 +1833,A218E,0.110750385 +1834,A218E,0.059676662 +1835,A218E,0.05877265 +1836,A218E,0.056960344 +1837,A218E,0.09948986 +1838,A218F,0.13864739 +1839,A218F,0.028843021 +1840,A218F,0.06481947 +1841,A218F,0.18030837 +1842,A218F,0.16943114 +1843,A218G,0.20180304 +1844,A218G,0.18748775 +1845,A218G,0.20069887 +1846,A218G,0.29319626 +1847,A218H,0.110856965 +1848,A218I,0.29028967 +1849,A218I,0.388908 +1850,A218I,0.5369054 +1851,A218K,0.092994444 +1852,A218L,0.41071004 +1853,A218L,0.60391134 +1854,A218L,0.49095988 +1855,A218M,0.5444406 +1856,A218M,0.4721573 +1857,A218N,0.112257294 +1858,A218N,0.09693155 +1859,A218N,0.04974825 +1860,A218P,0.13288374 +1861,A218R,0.021542098 +1862,A218R,0.01604793 +1863,A218S,0.10843539 +1864,A218T,0.06477915 +1865,A218T,0.08734312 +1866,A218T,0.06651445 +1867,A218V,0.3614291 +1868,A218Y,0.21486682 +1869,A218Y,0.20962837 +1870,A223C,0.038155094 +1871,A223C,0.072145745 +1872,A223C,0.07394018 +1873,A223D,0.07709886 +1874,A223E,0.08173357 +1875,A223E,0.048809815 +1876,A223G,0.063074455 +1877,A223G,0.04221151 +1878,A223G,0.19418994 +1879,A223H,0.10052168 +1880,A223H,0.09377607 +1881,A223I,0.04193508 +1882,A223I,0.062681586 +1883,A223K,0.02594234 +1884,A223L,0.014444763 +1885,A223L,0.10501488 +1886,A223L,0.06924849 +1887,A223M,0.14323619 +1888,A223N,0.24277245 +1889,A223Q,0.19301239 +1890,A223Q,0.05355004 +1891,A223Q,0.08510576 +1892,A223R,0.08979719 +1893,A223R,0.17604515 +1894,A223S,0.11711495 +1895,A223T,0.059705954 +1896,A223V,0.06581813 +1897,A223W,0.046566915 +1898,A223W,0.041597042 +1899,A223Y,0.10922682 +1900,A223Y,0.11142135 +1901,A228C,0.058458183 +1902,A228C,0.0952107 +1903,A228C,0.08573377 +1904,A228C,0.08657166 +1905,A228D,0.08607175 +1906,A228D,0.076132126 +1907,A228E,0.047050588 +1908,A228F,0.08187445 +1909,A228F,0.08159797 +1910,A228F,0.049652584 +1911,A228F,0.047115255 +1912,A228G,0.07088457 +1913,A228G,0.08973344 +1914,A228G,0.047298726 +1915,A228G,0.09287579 +1916,A228H,0.15202813 +1917,A228H,0.10217669 +1918,A228H,0.17518547 +1919,A228I,0.06326909 +1920,A228I,0.10693107 +1921,A228I,0.09841104 +1922,A228I,0.10107441 +1923,A228K,0.20307823 +1924,A228L,0.052766364 +1925,A228L,0.027668618 +1926,A228M,0.067535944 +1927,A228N,0.08833325 +1928,A228N,0.08770827 +1929,A228N,0.023590604 +1930,A228P,0.10455026 +1931,A228P,0.20216687 +1932,A228P,0.13599643 +1933,A228V,0.10714711 +1934,A228V,0.0052085617 +1935,A228V,0.07795254 +1936,A228V,0.0006040024 +1937,A228V,0.04006533 +1938,A228V,9.318753e-05 +1939,A228V,0.0770615 +1940,A228V,0.004717013 +1941,A228V,0.3965964 +1942,A228V,0.015825888 +1943,A228W,0.21881412 +1944,A228W,0.17387845 +1945,A228W,0.2644617 +1946,A228Y,0.0630969 +1947,A228Y,0.06516592 +1948,A229C,0.07116867 +1949,A229C,0.04336794 +1950,A229D,0.0750441 +1951,A229D,0.06995868 +1952,A229D,0.11730549 +1953,A229E,0.05372962 +1954,A229E,0.075073265 +1955,A229E,0.0408799 +1956,A229E,0.051245645 +1957,A229E,0.06252463 +1958,A229F,0.047937475 +1959,A229G,0.04813607 +1960,A229G,0.10392409 +1961,A229H,0.11032572 +1962,A229H,0.054811236 +1963,A229H,0.12545544 +1964,A229I,0.006299947 +1965,A229K,0.15626569 +1966,A229K,0.05442235 +1967,A229L,0.0992854 +1968,A229M,0.08806155 +1969,A229Q,0.052196756 +1970,A229Q,0.11169542 +1971,A229Q,0.14907454 +1972,A229Q,0.06389023 +1973,A229R,0.043346684 +1974,A229R,0.019742325 +1975,A229S,0.063914746 +1976,A229S,0.20933744 +1977,A229S,0.10410942 +1978,A229T,0.083810925 +1979,A229T,0.06903487 +1980,A229T,0.04994814 +1981,A229V,0.05085241 +1982,A229V,0.08481682 +1983,A229W,0.059571512 +1984,A229W,0.09176989 +1985,A229W,0.06828211 +1986,A229W,0.096794106 +1987,A229Y,0.061805073 +1988,A229Y,0.05310954 +1989,A229Y,0.04659159 +1990,A229Y,0.06932823 +1991,A231C,0.046863772 +1992,A231C,0.04744248 +1993,A231D,0.029248195 +1994,A231D,0.036544845 +1995,A231E,0.037106153 +1996,A231E,0.0439709 +1997,A231E,0.025586445 +1998,A231E,0.037803855 +1999,A231H,0.04251375 +2000,A231I,0.041144628 +2001,A231I,0.02280734 +2002,A231L,0.046347354 +2003,A231L,0.054408334 +2004,A231L,0.034978546 +2005,A231L,0.020265438 +2006,A231L,0.03370896 +2007,A231L,0.024520539 +2008,A231M,0.020499418 +2009,A231M,0.016703745 +2010,A231N,0.032817904 +2011,A231N,0.024607107 +2012,A231N,0.025338827 +2013,A231N,0.033732783 +2014,A231P,0.10634071 +2015,A231P,0.09145017 +2016,A231P,0.114649594 +2017,A231Q,0.014897584 +2018,A231R,0.011008916 +2019,A231R,0.013340602 +2020,A231R,0.011644736 +2021,A231T,0.017637974 +2022,A231T,0.044305503 +2023,A231V,0.060859174 +2024,A231V,0.039410193 +2025,A231W,0.008812682 +2026,A231W,0.0038876433 +2027,A231Y,0.008678118 +2028,A252C,0.102057144 +2029,A252C,0.07300336 +2030,A252C,0.07473856 +2031,A252D,0.0014952101 +2032,A252D,0.000512733 +2033,A252E,0.000853743 +2034,A252E,0.001513222 +2035,A252E,0.00457193 +2036,A252F,0.0006759654 +2037,A252F,0.0020015049 +2038,A252G,0.006248695 +2039,A252G,0.00696869 +2040,A252G,0.008242276 +2041,A252G,0.0017205426 +2042,A252G,0.0029829664 +2043,A252G,0.0041281343 +2044,A252G,0.0045903195 +2045,A252G,0.0025587883 +2046,A252H,0.002040459 +2047,A252H,0.0012998463 +2048,A252I,0.00065788924 +2049,A252L,0.0026407037 +2050,A252L,0.001975722 +2051,A252M,0.0018261877 +2052,A252M,0.0064749992 +2053,A252P,0.0033032403 +2054,A252P,0.0025229973 +2055,A252P,0.0013478191 +2056,A252P,0.0005276244 +2057,A252Q,0.009450022 +2058,A252S,0.024439339 +2059,A252T,0.036084928 +2060,A252T,0.028418401 +2061,A252V,0.017976113 +2062,A252V,0.033144817 +2063,A252W,0.00011554159 +2064,A252Y,0.0017067816 +2065,A257C,0.2021361 +2066,A257D,0.0054648314 +2067,A257D,0.007293226 +2068,A257E,0.10154452 +2069,A257E,0.13190532 +2070,A257F,0.07532818 +2071,A257F,0.0677437 +2072,A257G,0.050607674 +2073,A257H,0.007877837 +2074,A257L,0.026370198 +2075,A257L,0.011620984 +2076,A257L,0.037582904 +2077,A257L,0.008141653 +2078,A257M,0.016490161 +2079,A257M,0.010305493 +2080,A257M,0.03496881 +2081,A257N,0.013824995 +2082,A257N,0.00703995 +2083,A257P,0.00054852903 +2084,A257P,0.00017772138 +2085,A257Q,0.058273885 +2086,A257R,0.0272153 +2087,A257R,0.028004903 +2088,A257R,0.029758412 +2089,A257S,0.06394138 +2090,A257T,0.03323971 +2091,A257V,0.036486484 +2092,A257V,0.04994454 +2093,A257W,0.0851349 +2094,A257Y,0.1275507 +2095,A259C,0.14620513 +2096,A259C,0.4133206 +2097,A259D,0.0015914427 +2098,A259D,0.0001439383 +2099,A259D,0.003411722 +2100,A259D,0.0012456048 +2101,A259D,0.00085564115 +2102,A259F,0.0018629311 +2103,A259F,0.0030795494 +2104,A259V,0.014921931 +2105,A259V,0.014461417 +2106,A259V,0.015567408 +2107,A259W,0.0007374311 +2108,A259W,0.0015200365 +2109,A259Y,0.00018519173 +2110,A259Y,0.00013063356 +2111,A260C,0.24019162 +2112,A260E,0.021116728 +2113,A260E,0.00019556939 +2114,A260E,0.0035445695 +2115,A260E,0.0071454505 +2116,A260E,0.017875565 +2117,A260E,0.00793002 +2118,A260E,0.0051036403 +2119,A260F,0.044593282 +2120,A260G,0.003971654 +2121,A260H,0.040654156 +2122,A260H,0.017294668 +2123,A260I,0.0037042666 +2124,A260K,0.0007056978 +2125,A260L,0.01696547 +2126,A260L,0.003738257 +2127,A260L,0.007712096 +2128,A260L,0.0072881524 +2129,A260L,0.0018613349 +2130,A260M,0.16188818 +2131,A260M,0.22611442 +2132,A260Q,0.0006481201 +2133,A260Q,0.003110498 +2134,A260R,0.00042436004 +2135,A260R,0.0013398082 +2136,A260R,0.001124617 +2137,A260R,0.0006870746 +2138,A260T,0.06255677 +2139,A260T,0.07120542 +2140,A260T,0.06954206 +2141,A260T,0.16409631 +2142,A260W,0.0022921655 +2143,A260W,0.00027778567 +2144,A260Y,0.0135861365 +2145,A260Y,0.01732254 +2146,A260Y,0.015254335 +2147,A277C,0.01356709 +2148,A277C,0.02065876 +2149,A277E,0.0021143446 +2150,A277E,0.0021864972 +2151,A277E,0.0014119617 +2152,A277F,0.0015520249 +2153,A277G,0.04140149 +2154,A277G,0.06871695 +2155,A277H,0.00067716686 +2156,A277H,0.00077688793 +2157,A277I,0.00038143943 +2158,A277I,0.00015961549 +2159,A277K,0.0002641552 +2160,A277K,0.00014597415 +2161,A277L,0.002406857 +2162,A277M,0.0004888889 +2163,A277M,0.00015903024 +2164,A277N,0.0018532547 +2165,A277P,0.0009243823 +2166,A277Q,0.00040931234 +2167,A277R,0.001668417 +2168,A277R,0.00015514955 +2169,A277R,0.00037328468 +2170,A277S,0.026904369 +2171,A277S,0.00875914 +2172,A277S,0.014509879 +2173,A277T,0.0017869546 +2174,A277T,0.0039280397 +2175,A277W,0.0012247822 +2176,A277W,8.7224646e-05 +2177,A277W,0.000477983 +2178,A277Y,0.00059951504 +2179,A277Y,0.0011294124 +2180,A280D,0.000569215 +2181,A280E,0.007337299 +2182,A280E,0.0036855834 +2183,A280F,0.00040388218 +2184,A280F,0.0025337772 +2185,A280G,0.026708297 +2186,A280G,0.04444734 +2187,A280G,0.044674605 +2188,A280M,0.026670074 +2189,A280N,0.033858065 +2190,A280N,0.016756143 +2191,A280P,0.00070262083 +2192,A280R,0.006782736 +2193,A280R,0.013671132 +2194,A280S,0.029960074 +2195,A280Y,0.0015354945 +2196,A280Y,0.0049221544 +2197,A282C,0.040733993 +2198,A282C,0.06152563 +2199,A282C,0.066583626 +2200,A282D,0.12728812 +2201,A282D,0.12896097 +2202,A282D,0.014825089 +2203,A282F,0.11685653 +2204,A282F,0.076747015 +2205,A282F,0.048431695 +2206,A282F,0.048086572 +2207,A282G,0.18151511 +2208,A282G,0.06789977 +2209,A282I,0.15228745 +2210,A282I,0.07513443 +2211,A282I,0.11868389 +2212,A282I,0.13544153 +2213,A282I,0.052871883 +2214,A282L,0.02458683 +2215,A282M,0.08611035 +2216,A282M,0.042702265 +2217,A282M,0.060954574 +2218,A282N,0.124576986 +2219,A282N,0.10925533 +2220,A282P,0.00070207624 +2221,A282P,0.0015289453 +2222,A282R,0.158994 +2223,A282S,0.19202225 +2224,A282S,0.23125796 +2225,A282T,0.05863263 +2226,A282T,0.081430286 +2227,A282T,0.062122438 +2228,A282T,0.064971 +2229,A282T,0.07472612 +2230,A282T,0.043530416 +2231,A282T,0.07846065 +2232,A282V,0.04659427 +2233,A282W,0.037464987 +2234,A282Y,0.040485725 +2235,A282Y,0.031107478 +2236,A28D,9.840797e-05 +2237,A28E,0.0017754359 +2238,A28E,0.00041814594 +2239,A28E,0.00019273665 +2240,A28E,6.358977e-05 +2241,A28E,0.0005212565 +2242,A28E,0.00021019811 +2243,A28E,5.9689995e-05 +2244,A28H,0.00014024059 +2245,A28H,0.00080341 +2246,A28H,0.00032578365 +2247,A28H,0.0013352067 +2248,A28I,0.000107469146 +2249,A28I,0.0015610746 +2250,A28L,9.7923505e-05 +2251,A28L,7.318911e-05 +2252,A28M,0.0006305021 +2253,A28M,0.0024928425 +2254,A28N,0.0006383997 +2255,A28N,0.0020453362 +2256,A28P,0.00065214466 +2257,A28P,9.2350754e-05 +2258,A28Q,0.000110590496 +2259,A28Q,1.5646423e-05 +2260,A28R,0.0002942884 +2261,A28R,0.0007471635 +2262,A28R,0.003987505 +2263,A28T,0.010911578 +2264,A28T,0.017596086 +2265,A28V,0.013716439 +2266,A28V,0.031308006 +2267,A28V,0.007412706 +2268,A28V,0.023795418 +2269,A28Y,0.00024170802 +2270,A28Y,0.00054110884 +2271,A28Y,0.0014754699 +2272,A296D,0.01829492 +2273,A296D,0.0015783329 +2274,A296D,0.0055011516 +2275,A296D,0.006487528 +2276,A296F,0.13195305 +2277,A296F,0.1695767 +2278,A296F,0.172291 +2279,A296G,0.0100868335 +2280,A296G,0.008375638 +2281,A296H,0.07018201 +2282,A296H,0.056958377 +2283,A296I,0.6030673 +2284,A296I,0.58854294 +2285,A296I,0.5442465 +2286,A296I,0.80697507 +2287,A296I,0.7364689 +2288,A296I,0.6029552 +2289,A296I,0.71131563 +2290,A296K,0.014558912 +2291,A296K,0.025745273 +2292,A296L,0.11557588 +2293,A296M,0.112979986 +2294,A296M,0.024061104 +2295,A296N,0.03680022 +2296,A296N,0.025395535 +2297,A296N,0.055189356 +2298,A296N,0.044922702 +2299,A296N,0.042257354 +2300,A296Q,0.112754725 +2301,A296R,0.0034663482 +2302,A296R,0.0049636597 +2303,A296R,0.014004709 +2304,A296S,0.08983359 +2305,A296S,0.039232608 +2306,A296T,0.26616707 +2307,A296T,0.21581116 +2308,A296V,0.06816193 +2309,A296V,0.03709208 +2310,A296V,0.088252775 +2311,A296V,0.16960391 +2312,A296V,0.5348545 +2313,A296W,0.017476456 +2314,A296Y,0.22211552 +2315,A303C,0.16838473 +2316,A303C,0.13723859 +2317,A303C,0.06011528 +2318,A303E,0.14925781 +2319,A303E,0.15335444 +2320,A303F,0.08078174 +2321,A303F,0.058064632 +2322,A303G,0.11832582 +2323,A303G,0.23642078 +2324,A303H,0.10714736 +2325,A303I,0.23702148 +2326,A303I,0.09205365 +2327,A303I,0.17569822 +2328,A303K,0.29965428 +2329,A303K,0.17662613 +2330,A303K,0.39507672 +2331,A303K,0.1833294 +2332,A303L,0.07952677 +2333,A303L,0.060801815 +2334,A303L,0.037342474 +2335,A303M,0.080831 +2336,A303M,0.04268513 +2337,A303M,0.11795049 +2338,A303N,0.12702893 +2339,A303N,0.056842167 +2340,A303P,0.18841797 +2341,A303P,0.17354916 +2342,A303P,0.28076428 +2343,A303Q,0.27572355 +2344,A303Q,0.13062331 +2345,A303R,0.1903919 +2346,A303R,0.31472954 +2347,A303R,0.23267551 +2348,A303R,0.22221236 +2349,A303S,0.191388 +2350,A303S,0.21687177 +2351,A303T,0.17373683 +2352,A303T,0.14573103 +2353,A303T,0.19773342 +2354,A303T,0.15979667 +2355,A303V,0.39521518 +2356,A303V,0.5592283 +2357,A303W,0.09128361 +2358,A303W,0.07082962 +2359,A303Y,0.052033808 +2360,A33D,0.0199295 +2361,A33E,0.1415419 +2362,A33E,0.108248204 +2363,A33E,0.33858782 +2364,A33F,0.067817025 +2365,A33F,0.05099384 +2366,A33G,0.124848 +2367,A33G,0.09050223 +2368,A33G,0.04702582 +2369,A33G,0.042148877 +2370,A33G,0.038672034 +2371,A33H,0.094672546 +2372,A33H,0.04921994 +2373,A33I,0.01831854 +2374,A33K,0.15543723 +2375,A33K,0.44358695 +2376,A33K,0.6789608 +2377,A33K,0.36720866 +2378,A33K,0.23216133 +2379,A33K,0.47059846 +2380,A33K,0.5223706 +2381,A33K,0.4316201 +2382,A33K,0.15064551 +2383,A33K,0.3966473 +2384,A33L,0.08336768 +2385,A33L,0.046531785 +2386,A33M,0.082431614 +2387,A33M,0.050493404 +2388,A33M,0.05108718 +2389,A33N,0.069170766 +2390,A33P,0.0014875703 +2391,A33P,0.00014270091 +2392,A33P,0.0007607385 +2393,A33P,0.00068511325 +2394,A33Q,0.16009739 +2395,A33Q,0.1368994 +2396,A33Q,0.2066161 +2397,A33Q,0.37504667 +2398,A33R,0.29162213 +2399,A33T,0.0579659 +2400,A33T,0.090633996 +2401,A33T,0.09115267 +2402,A33T,0.06226884 +2403,V281K,0.011595046 +2404,A33V,0.017266436 +2405,A33Y,0.04435826 +2406,A48D,0.0013013994 +2407,A48D,0.0011737715 +2408,A48D,0.0038311337 +2409,A48F,0.015773535 +2410,A48F,0.006009412 +2411,A48F,0.015854467 +2412,A48G,0.08087322 +2413,A48G,0.054912847 +2414,A48H,0.004360221 +2415,A48H,0.0023215078 +2416,A48H,0.0018702555 +2417,A48I,0.009868808 +2418,A48K,0.0028230539 +2419,A48K,0.0042753485 +2420,A48K,0.0065972893 +2421,A48L,0.005369984 +2422,A48M,0.015058634 +2423,A48M,0.007491523 +2424,A48M,0.0023967586 +2425,A48M,0.023563625 +2426,A48N,0.0032180601 +2427,A48N,0.0021652242 +2428,A48N,0.0059329993 +2429,A48N,0.003787021 +2430,A48P,0.001027803 +2431,A48P,0.000326244 +2432,A48P,0.001891612 +2433,A48Q,0.002206892 +2434,A48Q,0.0126444055 +2435,A48Q,0.0089596985 +2436,A48Q,0.004639518 +2437,A48Q,0.0030993004 +2438,A48Q,0.0034199238 +2439,A48Q,0.004580283 +2440,A48Q,0.007097055 +2441,A48R,0.0029769638 +2442,A48R,0.006101454 +2443,A48R,0.007613239 +2444,A48S,0.0063901776 +2445,A48S,0.15055238 +2446,A48S,0.005541425 +2447,A48T,0.04201836 +2448,A48V,0.010335818 +2449,A48V,0.00010384938 +2450,A48V,0.0056641875 +2451,A48V,0.006330468 +2452,A48V,0.00089620636 +2453,A48W,0.002548125 +2454,A48W,0.005375871 +2455,A48W,0.0015737676 +2456,A48W,0.0035859444 +2457,A48W,0.0030495443 +2458,A48Y,0.0008200429 +2459,A48Y,0.0031333808 +2460,A48Y,0.008869734 +2461,A53C,0.056462426 +2462,A53C,0.12492186 +2463,A53C,0.07136305 +2464,A53C,0.03064702 +2465,A53D,0.29377156 +2466,A53E,0.123454005 +2467,A53E,0.13798851 +2468,A53E,0.15570666 +2469,A53E,0.15996067 +2470,A53E,0.16928627 +2471,A53F,0.07722297 +2472,A53F,0.03417253 +2473,A53F,0.054546002 +2474,A53G,0.034104183 +2475,A53G,0.020730319 +2476,A53H,0.05068997 +2477,A53H,0.07057893 +2478,A53Q,0.111306354 +2479,A53Q,0.10522681 +2480,A53R,0.10263152 +2481,A53S,0.01868194 +2482,A53S,0.33841217 +2483,A53S,0.003181489 +2484,A53S,0.044925675 +2485,A53S,0.017366966 +2486,A53S,0.37879652 +2487,A53S,0.09516402 +2488,A53S,0.12279853 +2489,A53S,0.0001505273 +2490,A53S,0.00065792224 +2491,A53T,0.14288707 +2492,A53T,0.14221026 +2493,A53W,0.023847634 +2494,A53Y,0.09845962 +2495,A53Y,0.09240471 +2496,A53Y,0.10472643 +2497,A53Y,0.108646154 +2498,A56C,0.10383499 +2499,A56D,0.003942126 +2500,A56E,0.0020739955 +2501,A56E,0.00019226334 +2502,A56E,0.0003334843 +2503,A56E,0.0007317078 +2504,A56E,0.00013757139 +2505,A56F,0.0028058735 +2506,A56H,0.0038491245 +2507,A56H,0.00030894208 +2508,A56K,0.0017272305 +2509,A56K,0.005024344 +2510,A56K,0.00064196915 +2511,A56K,0.0018385877 +2512,A56K,0.0015373027 +2513,A56L,0.0061100544 +2514,A56L,0.0054886076 +2515,A56M,0.008569628 +2516,A56M,0.0083106365 +2517,A56M,0.010332587 +2518,A56P,0.0030017772 +2519,A56P,0.0001781838 +2520,A56P,0.0027075997 +2521,A56P,0.0051393392 +2522,A56P,0.0020621086 +2523,A56Q,0.00010302653 +2524,A56Q,0.00064033427 +2525,A56R,0.0022137486 +2526,A56S,0.02580296 +2527,A56S,0.0375482 +2528,A56W,0.0018735472 +2529,A56W,0.0040974226 +2530,A56W,0.0042086756 +2531,A56W,0.0023260035 +2532,A56Y,0.009320508 +2533,A56Y,0.0014919005 +2534,A59C,0.08665733 +2535,A59C,0.06799989 +2536,A59C,0.043591995 +2537,A59E,0.013414938 +2538,A59E,0.0532376 +2539,A59G,0.01570847 +2540,A59I,0.0006826048 +2541,A59M,0.035986327 +2542,A59M,0.0558174 +2543,A59M,0.05189717 +2544,A59M,0.01514852 +2545,A59M,0.035458438 +2546,A59N,0.015926303 +2547,A59N,0.0068585365 +2548,A59N,0.0038122826 +2549,A59P,0.0027664716 +2550,A59Q,0.035026554 +2551,A59R,0.009177292 +2552,A59R,0.01110816 +2553,A59S,0.02864451 +2554,A59T,0.01848555 +2555,A59T,0.010345079 +2556,A59V,0.026661243 +2557,A59W,0.007647581 +2558,A59Y,0.017352486 +2559,A59Y,0.017264396 +2560,A59Y,0.03745752 +2561,A59Y,0.020190604 +2562,A59Y,0.02109203 +2563,A5D,0.14647107 +2564,A5D,0.19111821 +2565,A5D,0.09128721 +2566,A5G,0.31831893 +2567,A5G,0.13174012 +2568,A5G,0.14916542 +2569,A5I,0.26993906 +2570,A5I,0.12867935 +2571,A5I,0.14032802 +2572,A5I,0.20306976 +2573,A5I,0.19267978 +2574,A5M,0.0447149 +2575,A5N,0.17302002 +2576,A5N,0.090225846 +2577,A5N,0.10070527 +2578,A5T,0.1308435 +2579,A5V,0.27971408 +2580,A5W,0.08676619 +2581,A60F,0.11694627 +2582,A60F,0.04912988 +2583,A60F,0.09797114 +2584,A60F,0.09541181 +2585,A60I,0.044749588 +2586,A60V,0.08581869 +2587,A60Y,0.1139026 +2588,A65C,0.004980453 +2589,A65C,0.01124268 +2590,A65D,0.0020840603 +2591,A65D,0.0014173185 +2592,A65D,0.000978231 +2593,A65D,0.0029033327 +2594,A65D,0.00055629626 +2595,A65E,0.00012903774 +2596,A65E,0.0007635814 +2597,A65F,0.0030497226 +2598,A65F,0.0010868472 +2599,A65G,0.051500313 +2600,A65G,0.028880049 +2601,A65G,0.048372135 +2602,A65H,0.0010603261 +2603,A65I,0.0003234447 +2604,A65I,0.0009749057 +2605,A65K,9.393416e-05 +2606,A65L,0.00013107297 +2607,A65L,0.0026818623 +2608,A65M,0.0002950343 +2609,A65M,3.7565542e-06 +2610,A65M,0.0011146275 +2611,A65M,0.003244421 +2612,A65N,0.0011177694 +2613,A65N,0.0008901346 +2614,A65N,0.001520122 +2615,A65P,8.3078325e-05 +2616,A65P,6.153707e-05 +2617,A65P,9.4875846e-05 +2618,A65Q,0.0050851777 +2619,A65Q,0.0005287857 +2620,A65R,0.0027868517 +2621,A65S,0.009570102 +2622,A65S,0.008150686 +2623,A65S,0.0068477895 +2624,A65T,0.0008653162 +2625,A65T,0.0015500345 +2626,A65V,0.0035703627 +2627,A65V,0.0020295633 +2628,A65W,0.0011071861 +2629,A65Y,0.0014990687 +2630,A68C,0.038048867 +2631,A68C,0.039515495 +2632,A68C,0.04503646 +2633,A68C,0.053675354 +2634,A68C,0.054262593 +2635,A68C,0.03977417 +2636,A68D,0.008964217 +2637,A68D,0.00990808 +2638,A68D,0.014051064 +2639,A68D,0.0035107497 +2640,A68D,0.005141514 +2641,A68E,0.022753648 +2642,A68E,0.012989633 +2643,A68E,0.061969157 +2644,A68E,0.021349393 +2645,A68F,0.009866536 +2646,A68F,0.00770402 +2647,A68F,0.02635199 +2648,A68F,0.0049752956 +2649,A68F,0.009011804 +2650,A68I,0.030435741 +2651,A68I,0.041308496 +2652,A68I,0.02626572 +2653,A68L,0.009083508 +2654,A68L,0.009204506 +2655,A68L,0.012403103 +2656,A68L,0.006543324 +2657,A68L,0.005621513 +2658,A68L,0.008737137 +2659,A68M,0.025293035 +2660,A68M,0.03582572 +2661,A68M,0.0064853253 +2662,A68N,0.05290285 +2663,A68N,0.05751389 +2664,A68N,0.02296547 +2665,A68P,0.0004393374 +2666,A68P,0.0005310852 +2667,A68Q,0.04651903 +2668,A68Q,0.030129042 +2669,A68Q,0.021677865 +2670,A68Q,0.04187655 +2671,A68S,0.15744957 +2672,A68S,0.08475324 +2673,A68S,0.1638134 +2674,A68T,0.016845644 +2675,A68T,0.011574846 +2676,A68W,0.0027685605 +2677,A68W,0.0018918688 +2678,A68W,0.006220989 +2679,A68Y,0.005497809 +2680,A68Y,0.0047416887 +2681,A68Y,0.013197648 +2682,A68Y,0.014607996 +2683,A68Y,0.010421903 +2684,A68Y,0.003139315 +2685,A68Y,0.027953804 +2686,A68Y,0.0059755645 +2687,A68Y,0.008552867 +2688,A68Y,0.0033943094 +2689,A80C,0.06989115 +2690,A80C,0.0826037 +2691,A80C,0.123049006 +2692,A80E,0.057491053 +2693,A80E,0.16502436 +2694,A80E,0.12762867 +2695,A80F,0.027178572 +2696,A80F,0.06841665 +2697,A80F,0.057918493 +2698,A80G,0.0020079177 +2699,A80G,0.021738742 +2700,A80H,0.021475904 +2701,A80H,0.0859551 +2702,A80H,0.108069815 +2703,A80H,0.080831125 +2704,A80H,0.12676083 +2705,A80H,0.07727538 +2706,A80H,0.09307265 +2707,A80H,0.15780424 +2708,A80K,0.13639607 +2709,A80L,0.06887774 +2710,A80L,0.017265664 +2711,A80L,0.0019213515 +2712,A80L,0.032453116 +2713,A80M,0.051444612 +2714,A80N,0.04012986 +2715,A80S,0.05399299 +2716,A80S,0.039956056 +2717,A80T,0.6643281 +2718,A80T,0.020446012 +2719,A80T,0.022506671 +2720,A80T,0.032885835 +2721,A80T,0.27825892 +2722,A80T,0.28975943 +2723,A80T,0.0029561252 +2724,A80T,0.056188863 +2725,A80T,0.04468962 +2726,A80T,0.07726436 +2727,A80V,0.036259983 +2728,A80V,0.059464496 +2729,A80W,0.004202839 +2730,A80W,0.0069721905 +2731,A80W,0.019029679 +2732,A80W,0.01840922 +2733,A80Y,0.041733842 +2734,A80Y,0.18816712 +2735,A80Y,0.08812945 +2736,A89E,0.07840506 +2737,A89E,0.09120307 +2738,A89F,0.044269472 +2739,A89F,0.06832444 +2740,A89F,0.029055214 +2741,A89F,0.020966686 +2742,A89H,0.037900195 +2743,A89H,0.07809848 +2744,A89H,0.08359272 +2745,A89I,0.031072557 +2746,A89I,0.039196774 +2747,A89K,0.014462751 +2748,A89K,0.0111427605 +2749,A89K,0.021778973 +2750,A89K,0.011790041 +2751,A89L,0.004987298 +2752,A89M,0.037383415 +2753,A89M,0.016900055 +2754,A89M,0.019816218 +2755,A89M,0.031873845 +2756,A89M,0.020146195 +2757,A89N,0.024954218 +2758,A89P,0.009627161 +2759,A89Q,0.027794706 +2760,A89Q,0.026764274 +2761,A89Q,0.04110309 +2762,A89R,0.015566113 +2763,A89R,0.011109341 +2764,A89R,0.010526182 +2765,A89S,0.12103573 +2766,A89S,0.11522867 +2767,A89S,0.19249637 +2768,V281N,0.027829485 +2769,A89V,0.08489306 +2770,A89V,0.03739589 +2771,A89V,0.036196344 +2772,A89W,0.020750297 +2773,A89W,0.020762378 +2774,A8E,0.11049978 +2775,A8F,0.10459012 +2776,A8F,0.092685476 +2777,A8F,0.027471919 +2778,A8G,0.05545868 +2779,A8G,0.15246068 +2780,A8G,0.15719181 +2781,A8G,0.09849183 +2782,A8G,0.37710458 +2783,A8G,0.33753687 +2784,A8G,0.3751789 +2785,A8G,0.43216854 +2786,A8H,0.056879643 +2787,A8H,0.16787595 +2788,A8H,0.08710463 +2789,A8I,0.1394045 +2790,A8L,0.1334525 +2791,A8L,0.10226876 +2792,A8M,0.11142255 +2793,A8M,0.2757616 +2794,A8N,0.15237388 +2795,A8N,0.09751357 +2796,A8N,0.015746329 +2797,A8P,0.38380575 +2798,A8P,0.06450071 +2799,A8P,0.10325831 +2800,A8P,0.31441674 +2801,A8P,0.41859227 +2802,A8P,0.619087 +2803,A8S,0.10001056 +2804,A8S,0.053581692 +2805,A8T,0.044227503 +2806,A8T,0.0147558795 +2807,A8T,0.081557445 +2808,A8T,0.020520825 +2809,A8T,0.046231102 +2810,A8T,0.0038861183 +2811,A8T,0.12018273 +2812,A8T,0.107280165 +2813,A8T,0.0029330861 +2814,A8T,0.053960178 +2815,A8V,0.23724534 +2816,A8V,0.09452712 +2817,A8Y,0.11060578 +2818,A92D,0.03592803 +2819,A92D,0.035710327 +2820,A92E,0.06011505 +2821,A92F,0.030587843 +2822,A92F,0.032977387 +2823,A92H,0.038151182 +2824,A92I,0.082126826 +2825,A92I,0.0784882 +2826,A92I,0.03368908 +2827,A92I,0.11155806 +2828,A92K,0.0042267973 +2829,A92N,0.02514032 +2830,A92N,0.05947686 +2831,A92N,0.03553523 +2832,A92N,0.03660593 +2833,A92P,0.015041778 +2834,A92P,0.015789501 +2835,A92Q,0.04493253 +2836,A92Q,0.04669358 +2837,A92R,0.009115388 +2838,A92S,0.065018974 +2839,A92T,0.037285265 +2840,A92T,0.043573707 +2841,A92T,0.039957236 +2842,A92T,0.04823051 +2843,A92T,0.05140066 +2844,A92W,0.01186218 +2845,A92W,0.017932346 +2846,C75A,0.034956276 +2847,C75A,0.030922823 +2848,C75D,0.0012144644 +2849,C75D,0.0015247806 +2850,C75E,0.00039821598 +2851,C75F,0.0015090425 +2852,C75F,6.565583e-05 +2853,C75F,0.0002575845 +2854,C75G,0.0003828306 +2855,C75G,0.002360248 +2856,C75G,0.00046832423 +2857,C75H,0.00091527245 +2858,C75H,0.0019052397 +2859,C75H,0.00046628184 +2860,C75H,0.0003103696 +2861,C75I,0.0057790373 +2862,C75I,0.0033245892 +2863,C75K,0.001426877 +2864,C75K,5.3354364e-05 +2865,C75K,0.0001089448 +2866,C75L,0.005674487 +2867,C75L,0.0011961238 +2868,C75M,0.00087806623 +2869,C75N,0.0008038928 +2870,C75N,0.0003438107 +2871,C75Q,0.0014510924 +2872,C75R,0.0010366981 +2873,C75R,0.00027500387 +2874,C75R,0.0019935984 +2875,C75R,0.0012166689 +2876,C75R,0.00037315243 +2877,C75R,0.0004977089 +2878,C75R,0.0013120017 +2879,C75T,0.011963692 +2880,C75T,0.010063704 +2881,C75T,0.035151944 +2882,C75T,0.00064500596 +2883,C75T,0.013872523 +2884,C75T,0.005502865 +2885,C75V,0.023556653 +2886,C75V,0.022834975 +2887,C75W,6.542579e-05 +2888,C75W,0.0009612096 +2889,C75W,0.00078644033 +2890,C75Y,0.004305012 +2891,D118A,0.10393852 +2892,D118A,0.25630346 +2893,D118C,0.850227 +2894,D118C,0.01534251 +2895,D118C,0.13527717 +2896,D118C,0.47631183 +2897,D118C,0.018810604 +2898,D118C,0.31583813 +2899,D118C,0.032389726 +2900,D118E,0.04162469 +2901,D118E,0.0019417481 +2902,D118E,0.09729797 +2903,D118E,0.27542084 +2904,D118E,0.06016293 +2905,D118E,0.4065017 +2906,D118E,0.0006594091 +2907,D118E,0.067940354 +2908,D118E,0.5661029 +2909,D118E,0.01581325 +2910,D118F,0.17717408 +2911,D118F,0.11816365 +2912,D118F,0.17388225 +2913,D118F,0.32884562 +2914,D118F,0.24589235 +2915,D118G,0.044060323 +2916,D118G,0.09689681 +2917,D118G,0.0220997 +2918,D118G,0.250682 +2919,D118G,0.35978013 +2920,D118G,0.02056745 +2921,D118G,0.16760555 +2922,D118G,0.0027574042 +2923,D118G,0.65484166 +2924,D118G,0.835444 +2925,D118H,0.017044364 +2926,D118H,0.37207574 +2927,D118H,0.47305036 +2928,D118H,0.03760667 +2929,D118H,0.006919326 +2930,D118H,0.09590053 +2931,D118I,0.09849049 +2932,D118I,0.17017369 +2933,D118I,0.50343144 +2934,D118I,0.017287424 +2935,D118I,0.17972898 +2936,D118I,0.0005215888 +2937,D118I,0.26491094 +2938,D118I,0.20080149 +2939,D118K,0.0034649915 +2940,D118K,0.31615964 +2941,D118K,0.055977553 +2942,D118K,0.12661335 +2943,D118L,0.22616363 +2944,D118L,0.115790926 +2945,D118L,0.15916407 +2946,D118L,0.09307259 +2947,D118L,0.020508105 +2948,D118L,0.026994023 +2949,D118L,0.12979099 +2950,D118L,0.018709138 +2951,D118M,0.20876254 +2952,D118M,0.4028256 +2953,D118M,0.21012211 +2954,D118M,0.28813514 +2955,D118M,0.20669833 +2956,D118M,0.26049897 +2957,D118M,0.43984967 +2958,D118M,0.23678574 +2959,D118M,0.4803741 +2960,D118N,0.54007167 +2961,D118N,0.6444531 +2962,D118N,0.15604344 +2963,D118N,0.22015782 +2964,D118N,0.4091694 +2965,D118N,0.00023240395 +2966,D118N,0.010426554 +2967,D118N,0.13838668 +2968,D118P,0.0056918827 +2969,D118P,0.002465858 +2970,D118P,0.002945375 +2971,D118P,0.0011249811 +2972,D118Q,0.08417472 +2973,D118Q,0.06054552 +2974,D118Q,0.06982901 +2975,D118Q,0.22082026 +2976,D118R,0.019529067 +2977,D118R,0.06799586 +2978,D118R,0.060820583 +2979,D118R,0.04881964 +2980,D118R,0.06632093 +2981,D118R,0.03263152 +2982,D118R,0.6347223 +2983,D118R,0.015703436 +2984,D118R,0.07660733 +2985,D118S,0.07101133 +2986,D118S,0.49885914 +2987,D118S,0.07882467 +2988,D118S,0.048308656 +2989,D118T,0.19534294 +2990,D118T,0.13893813 +2991,D118T,0.14568694 +2992,D118T,0.10805731 +2993,D118T,0.04110957 +2994,D118V,0.02148444 +2995,D118V,0.36435187 +2996,D118V,0.014384405 +2997,D118V,0.15479793 +2998,D118V,0.019593261 +2999,D118V,0.11804481 +3000,D118V,0.01550661 +3001,D118V,0.011591347 +3002,D118W,0.13204251 +3003,D118W,0.14166765 +3004,D118W,0.077397004 +3005,D118W,0.053902186 +3006,D118W,0.00067040755 +3007,D118W,0.021326859 +3008,D118W,0.0023057782 +3009,D118W,0.03142556 +3010,D118W,0.06112476 +3011,D118Y,0.26869082 +3012,D125A,0.00535192 +3013,D125A,0.0022922403 +3014,D125A,0.0052180467 +3015,D125A,0.0047148643 +3016,D125E,0.29683313 +3017,D125E,0.0631325 +3018,D125F,0.0022620396 +3019,D125F,0.0004933027 +3020,D125F,0.0017580435 +3021,D125G,0.007590892 +3022,D125G,0.012305078 +3023,D125H,0.0006544495 +3024,D125H,0.00043296785 +3025,D125H,0.0027557793 +3026,D125H,0.00020173533 +3027,D125I,0.009446414 +3028,D125I,0.0038316094 +3029,D125I,0.012676998 +3030,D125I,0.0026552833 +3031,D125I,0.009910915 +3032,D125K,0.0009915574 +3033,D125L,0.00028346843 +3034,D125L,0.0010051925 +3035,D125L,0.0008368675 +3036,D125L,0.0008453891 +3037,D125L,0.00037841135 +3038,D125L,0.0007116969 +3039,D125M,0.0027444924 +3040,D125M,0.0008226137 +3041,D125M,0.0008516366 +3042,D125N,0.008226323 +3043,D125N,0.014753451 +3044,D125N,0.010497001 +3045,D125N,0.0045421366 +3046,D125N,0.0152927525 +3047,D125N,0.011677601 +3048,D125N,0.0006991149 +3049,D125N,0.0031696171 +3050,D125P,0.0026066091 +3051,D125P,0.0030711482 +3052,D125P,0.0013358532 +3053,D125P,0.027673503 +3054,D125Q,0.0049224216 +3055,D125Q,0.00085334404 +3056,D125Q,0.0011683727 +3057,D125Q,0.0010832538 +3058,D125Q,0.0013768633 +3059,D125R,0.005879459 +3060,D125S,0.013266912 +3061,D125S,0.016624592 +3062,D125S,0.036743164 +3063,D125S,0.022919392 +3064,D125S,0.031609457 +3065,D125S,0.028923612 +3066,D125T,0.17205736 +3067,D125T,0.18654469 +3068,D125V,0.0049453094 +3069,D125V,0.022700947 +3070,D125W,0.001448031 +3071,D125W,0.00018200964 +3072,D125W,0.00033591574 +3073,D125W,0.0021847193 +3074,D125W,0.004126474 +3075,D125W,0.0006450782 +3076,D125Y,0.0014622224 +3077,D125Y,0.0009422435 +3078,D125Y,0.00097354216 +3079,D125Y,0.005637891 +3080,D125Y,0.0035205511 +3081,D125Y,0.0012692359 +3082,D139A,0.010784805 +3083,D139A,0.0068566906 +3084,D139A,0.0064846375 +3085,D139A,0.018110229 +3086,D139A,0.00622739 +3087,D139A,0.009028815 +3088,D139C,0.0018947906 +3089,D139C,0.006050403 +3090,D139C,0.004662466 +3091,D139E,0.022996671 +3092,D139F,0.0020331864 +3093,D139F,0.003199872 +3094,D139F,0.0059905206 +3095,D139G,0.07443556 +3096,D139G,0.021923808 +3097,D139G,0.022755425 +3098,D139G,0.041638445 +3099,D139G,0.0241429 +3100,D139G,0.051716488 +3101,D139H,0.020096265 +3102,D139H,0.024687132 +3103,D139I,0.003797694 +3104,D139I,0.0070676133 +3105,D139I,0.0133191785 +3106,D139I,0.0063160323 +3107,D139K,0.0019307409 +3108,D139K,0.004495449 +3109,D139K,0.018847367 +3110,D139L,0.0023960613 +3111,D139L,0.009783262 +3112,D139L,0.014236243 +3113,D139L,0.016909327 +3114,D139L,0.008512941 +3115,D139M,0.02000308 +3116,D139M,0.009067577 +3117,D139M,0.0006924563 +3118,D139N,0.06480652 +3119,D139N,0.04560859 +3120,D139P,0.008765468 +3121,D139P,0.007806187 +3122,D139P,0.005873334 +3123,D139P,0.002714073 +3124,D139P,0.017020615 +3125,D139P,0.004736649 +3126,D139P,0.0032788536 +3127,D139Q,0.058326337 +3128,D139Q,0.04175615 +3129,D139Q,0.00994571 +3130,D139R,0.034482487 +3131,D139R,0.015858255 +3132,D139R,0.03027402 +3133,D139R,0.028171392 +3134,D139R,0.033455487 +3135,D139R,0.018389646 +3136,D139S,0.0100280605 +3137,D139T,0.019635992 +3138,D139T,0.028914068 +3139,D139T,0.035990708 +3140,D139T,0.02695695 +3141,D139V,0.015627889 +3142,D139V,0.002901366 +3143,D139V,0.008964637 +3144,D139V,0.0076254834 +3145,D139V,0.0013652421 +3146,D139V,0.009716519 +3147,D139W,0.03957448 +3148,D139W,0.028055107 +3149,D139W,0.04140014 +3150,D139Y,0.011286064 +3151,D139Y,0.01756799 +3152,D139Y,0.041571006 +3153,D139Y,0.019764466 +3154,D147A,0.022322735 +3155,D147A,0.013239946 +3156,D147C,0.016015219 +3157,D147E,0.08169596 +3158,D147E,0.1056667 +3159,D147E,0.06260475 +3160,D147F,0.002644037 +3161,D147F,0.005474596 +3162,D147F,0.002736974 +3163,D147F,0.00017268439 +3164,D147G,0.0015645956 +3165,D147G,0.0009354329 +3166,D147K,0.010592821 +3167,D147L,0.006709603 +3168,D147N,0.24650763 +3169,D147P,0.05047038 +3170,D147P,0.027402136 +3171,D147P,0.030288273 +3172,D147Q,0.018808875 +3173,D147Q,0.03452479 +3174,D147Q,0.011117936 +3175,D147R,0.0045743976 +3176,D147R,0.0033711256 +3177,D147R,0.014367041 +3178,D147R,0.0070236167 +3179,D147T,0.031736903 +3180,D147T,0.025948491 +3181,D147T,0.028975463 +3182,D147T,0.018417899 +3183,D147V,0.014742909 +3184,D147W,0.0009376048 +3185,D147W,0.0014076228 +3186,D147W,0.0005179849 +3187,D147W,0.0016622726 +3188,D152A,0.02904379 +3189,D152A,0.03126368 +3190,D152C,0.16585651 +3191,D152F,0.045461938 +3192,D152F,0.02623199 +3193,D152F,0.020535892 +3194,D152G,0.024874508 +3195,D152G,0.03176592 +3196,D152G,0.011344721 +3197,D152H,0.07233192 +3198,D152I,0.016860457 +3199,D152I,0.039848264 +3200,D152K,0.02312467 +3201,D152K,0.030157255 +3202,D152K,0.025147306 +3203,D152L,0.03960408 +3204,D152L,0.030322643 +3205,D152M,0.05548198 +3206,D152M,0.07810631 +3207,D152M,0.07034373 +3208,D152M,0.051095933 +3209,D152M,0.06953374 +3210,D152M,0.045995504 +3211,D152M,0.031370167 +3212,D152M,0.04682914 +3213,D152M,0.034251694 +3214,D152N,0.01947599 +3215,D152P,0.0033124418 +3216,D152Q,0.037626825 +3217,D152Q,0.045560207 +3218,D152Q,0.063072614 +3219,D152R,0.032121718 +3220,D152R,0.044564493 +3221,D152S,0.04884766 +3222,D152S,0.04333985 +3223,D152S,0.02914859 +3224,D152T,0.06085927 +3225,D152T,0.047229044 +3226,D152V,0.17399193 +3227,D152V,0.06629048 +3228,D152V,0.70313436 +3229,D152V,0.023795838 +3230,D152V,0.07242379 +3231,D152W,0.05292407 +3232,D152W,0.008686539 +3233,D152Y,0.06548904 +3234,D152Y,0.10932957 +3235,D163A,0.074125275 +3236,D163C,0.046187304 +3237,D163E,0.027934657 +3238,D163E,0.083172016 +3239,D163E,0.067613944 +3240,D163F,0.040239945 +3241,D163F,0.02940917 +3242,D163F,0.04629409 +3243,D163F,0.083371356 +3244,D163F,0.025636856 +3245,D163G,0.03716472 +3246,D163G,0.016768679 +3247,D163G,0.041166913 +3248,D163G,0.037002232 +3249,D163H,0.025127053 +3250,D163H,0.030222172 +3251,D163I,0.016504133 +3252,D163I,0.027514556 +3253,D163I,0.039076556 +3254,D163L,0.06692816 +3255,D163M,0.018591685 +3256,D163N,0.06103449 +3257,D163P,0.028768377 +3258,D163P,0.04231967 +3259,D163P,0.017406281 +3260,D163P,0.04285712 +3261,D163T,0.08436025 +3262,D163V,0.05705992 +3263,D163V,0.02388197 +3264,D163V,0.045594368 +3265,D163W,0.06766607 +3266,D163W,0.038093828 +3267,D163Y,0.057791788 +3268,D163Y,0.066275105 +3269,D163Y,0.057120584 +3270,D170A,0.014724745 +3271,D170A,0.008353162 +3272,D170A,0.008606675 +3273,D170C,0.039711762 +3274,D170C,0.028701488 +3275,D170C,0.03370121 +3276,D170C,0.028922163 +3277,D170E,0.19091098 +3278,D170E,0.029103933 +3279,D170F,0.0042318446 +3280,D170G,0.005134042 +3281,D170H,0.008102748 +3282,D170H,0.010926203 +3283,D170H,0.004107692 +3284,D170H,0.0062801545 +3285,D170H,0.005349155 +3286,D170H,0.006439289 +3287,D170I,0.008385101 +3288,D170I,0.00041133992 +3289,D170K,0.007862597 +3290,D170L,0.00025857976 +3291,D170L,0.0006287227 +3292,D170L,0.006525186 +3293,D170M,0.011910459 +3294,D170N,0.02163558 +3295,D170P,0.0050860303 +3296,D170P,0.0031277866 +3297,D170Q,0.005676596 +3298,D170Q,0.042961933 +3299,D170R,0.015312428 +3300,D170R,0.0050803022 +3301,D170S,0.023720682 +3302,D170T,0.013541317 +3303,D170T,0.02638286 +3304,D170T,0.017703969 +3305,D170T,0.0160221 +3306,D170V,0.014132913 +3307,D170V,0.015322791 +3308,D170V,0.007438284 +3309,D170V,0.007500697 +3310,D170V,0.010341512 +3311,D170W,0.0032130172 +3312,D170Y,7.7864584e-05 +3313,D170Y,0.0013364534 +3314,D170Y,0.0015271386 +3315,D211A,0.04051318 +3316,D211A,0.04448705 +3317,D211C,0.07433091 +3318,D211C,0.056721818 +3319,D211E,0.15028924 +3320,D211E,0.090944 +3321,D211F,0.10707011 +3322,D211F,0.08779153 +3323,D211G,0.13980792 +3324,D211G,0.18301255 +3325,D211G,0.20962931 +3326,D211H,0.028674839 +3327,D211I,0.031163575 +3328,D211I,0.090306945 +3329,D211I,0.10967377 +3330,D211K,0.084864855 +3331,D211K,0.16510655 +3332,D211M,0.02353956 +3333,D211M,0.042502854 +3334,D211M,0.02855085 +3335,D211N,0.07585591 +3336,D211P,0.06747716 +3337,D211P,0.18385224 +3338,D211Q,0.25216094 +3339,D211Q,0.08447548 +3340,D211Q,0.123904295 +3341,D211Q,0.10797804 +3342,D211R,0.10157404 +3343,D211R,0.08758807 +3344,D211R,0.09020171 +3345,D211R,0.05179488 +3346,D211S,0.16127491 +3347,D211T,0.124336496 +3348,D211V,0.026367811 +3349,D211W,0.055475637 +3350,D211W,0.022985986 +3351,D211Y,0.08540001 +3352,D211Y,0.084948845 +3353,D233A,0.052910205 +3354,D233A,0.0955171 +3355,D233E,0.04303801 +3356,D233E,0.018307894 +3357,D233E,0.09137585 +3358,D233E,0.006395912 +3359,D233E,0.05053526 +3360,D233E,0.015648179 +3361,D233E,0.007412818 +3362,D233E,0.09847858 +3363,D233E,0.23662077 +3364,D233E,0.052071393 +3365,D233G,0.04830464 +3366,D233G,0.028477732 +3367,D233I,0.0009011747 +3368,D233K,0.01623779 +3369,D233N,0.0637339 +3370,D233S,0.037847824 +3371,D233S,0.020872498 +3372,D233Y,0.043414287 +3373,D233Y,0.07349719 +3374,D233Y,0.06854848 +3375,D235A,0.026310166 +3376,D235E,0.18223885 +3377,D235F,0.0029162446 +3378,D235F,0.006172162 +3379,D235F,0.007831603 +3380,D235H,0.030979201 +3381,D235I,0.02365043 +3382,D235I,0.032504898 +3383,D235K,0.021481259 +3384,D235K,0.011688065 +3385,D235M,0.032701924 +3386,D235M,0.0423794 +3387,D235M,0.0131295575 +3388,D235N,0.02633516 +3389,D235P,0.0036828138 +3390,D235P,0.00094101037 +3391,D235P,0.0018056523 +3392,D235Q,0.059773922 +3393,D235R,0.0067426614 +3394,D235S,0.037329137 +3395,D235S,0.042351898 +3396,D235S,0.04898411 +3397,D235T,0.028281983 +3398,D235T,0.05876449 +3399,D235W,0.002250485 +3400,D235W,0.0032417618 +3401,D235W,0.0019151999 +3402,D235W,0.0024227945 +3403,D235Y,0.013461769 +3404,D235Y,0.00464906 +3405,D235Y,0.009070135 +3406,D235Y,0.01093328 +3407,D287A,0.045132793 +3408,D287E,0.13246737 +3409,D287F,0.031444043 +3410,D287F,0.025779642 +3411,D287F,0.04227186 +3412,D287G,0.058269646 +3413,D287G,0.31569964 +3414,D287G,0.028149864 +3415,D287I,0.02037048 +3416,D287I,0.0182846 +3417,D287I,0.018300388 +3418,D287I,0.0159699 +3419,D287I,0.040739737 +3420,D287K,0.050414614 +3421,D287K,0.088740215 +3422,D287K,0.04310607 +3423,D287K,0.0350013 +3424,D287P,0.019128652 +3425,D287P,0.05188949 +3426,D287P,0.056242723 +3427,D287Q,0.017967207 +3428,D287Q,0.023105111 +3429,D287Q,0.001814566 +3430,D287S,0.035593167 +3431,D287S,0.047828663 +3432,D287T,0.026761655 +3433,D287V,0.022984708 +3434,D287V,0.038211796 +3435,D287V,0.06129402 +3436,D287W,0.016103063 +3437,D287W,0.020832501 +3438,D64A,0.13113981 +3439,D64A,0.14407481 +3440,D64C,0.17487688 +3441,D64C,0.025784815 +3442,D64C,0.09483946 +3443,D64E,0.10502941 +3444,D64E,0.3166887 +3445,D64E,0.4549608 +3446,D64E,0.19420666 +3447,D64E,0.22185512 +3448,D64E,0.20326455 +3449,D64E,0.4368276 +3450,D64F,0.006308774 +3451,D64F,0.011305946 +3452,D64F,0.009283087 +3453,D64F,0.009300872 +3454,D64G,0.03335714 +3455,D64G,0.01814458 +3456,D64H,0.14184362 +3457,D64H,0.113377094 +3458,D64H,0.01988042 +3459,D64I,0.06310554 +3460,D64I,0.0508679 +3461,D64I,0.073365964 +3462,D64I,0.046897803 +3463,D64K,0.092329286 +3464,D64K,0.0689154 +3465,D64K,0.10480701 +3466,D64L,0.04951567 +3467,D64M,0.061346747 +3468,D64M,0.082748726 +3469,D64M,0.031100709 +3470,D64N,0.028511407 +3471,D64N,0.039220672 +3472,D64P,0.0054455018 +3473,D64P,0.0022403868 +3474,D64P,3.9164377e-07 +3475,D64Q,0.0989269 +3476,D64Q,0.052071273 +3477,D64Q,0.18414916 +3478,D64Q,0.08800441 +3479,D64Q,0.13027374 +3480,D64Q,0.036197923 +3481,D64Q,0.09343952 +3482,D64Q,0.09853892 +3483,D64Q,0.19813035 +3484,D64R,0.036898594 +3485,D64R,0.010140303 +3486,D64T,0.032871455 +3487,D64T,0.17817406 +3488,D64T,0.097434476 +3489,D64T,0.15985101 +3490,D64V,0.07629197 +3491,D64V,0.06328388 +3492,D64V,0.12809815 +3493,D64V,0.053170316 +3494,D64W,0.02224058 +3495,D64W,0.007081092 +3496,D64W,0.0060091447 +3497,D64W,0.012260002 +3498,D64Y,0.035835776 +3499,D64Y,0.017214429 +3500,D64Y,0.07150721 +3501,D64Y,0.053208217 +3502,D95A,0.04020158 +3503,D95E,0.3429851 +3504,D95E,0.23527573 +3505,D95E,0.079634026 +3506,D95E,0.29306713 +3507,V281P,0.00039070708 +3508,D95F,0.002085581 +3509,D95F,0.010113784 +3510,D95G,0.1198323 +3511,D95G,0.12811176 +3512,D95H,0.21478364 +3513,D95H,0.22485335 +3514,D95I,0.085710846 +3515,D95I,0.0077613275 +3516,D95I,0.003108823 +3517,D95I,0.002650269 +3518,D95I,4.0999686e-05 +3519,D95K,0.017815884 +3520,D95L,0.014422199 +3521,D95L,0.020127438 +3522,D95L,0.02044838 +3523,D95M,0.0282932 +3524,D95M,0.01591215 +3525,D95P,0.035312857 +3526,D95S,0.074497394 +3527,D95S,0.090684146 +3528,D95T,0.03259351 +3529,D95T,0.07636899 +3530,D95V,0.006541578 +3531,D95W,0.015238411 +3532,D95W,0.0041632247 +3533,D95W,0.004688045 +3534,D95Y,0.15753031 +3535,D95Y,0.05725985 +3536,D95Y,0.12250741 +3537,D95Y,0.08316178 +3538,D95Y,0.028468078 +3539,E108A,0.013779821 +3540,E108A,0.026013225 +3541,E108A,0.014693086 +3542,E108A,0.018991241 +3543,E108A,0.01166371 +3544,E108C,0.017815836 +3545,E108D,0.05640242 +3546,E108D,0.050032012 +3547,E108D,0.026861401 +3548,E108D,0.05787715 +3549,E108F,0.013966452 +3550,E108F,0.0023864438 +3551,E108F,0.0003791344 +3552,E108F,0.010613208 +3553,E108F,0.013920035 +3554,E108F,0.007358561 +3555,E108F,0.018435603 +3556,E108H,0.02763092 +3557,E108I,6.239094e-05 +3558,E108I,0.0030204847 +3559,E108I,0.0047653075 +3560,E108I,0.013111082 +3561,E108K,0.012197431 +3562,E108K,0.0099817 +3563,E108K,0.0037079854 +3564,E108L,0.011941462 +3565,E108L,0.007471886 +3566,E108L,0.0009036431 +3567,E108L,0.005035322 +3568,E108L,0.003223392 +3569,E108M,0.020168638 +3570,E108M,0.025163583 +3571,E108M,0.009315134 +3572,E108M,0.021532688 +3573,E108M,0.030181894 +3574,E108M,0.020960767 +3575,E108M,0.09408552 +3576,E108M,0.007133751 +3577,E108M,0.04255373 +3578,E108N,0.010150728 +3579,E108N,0.015299673 +3580,E108N,0.007853601 +3581,E108N,0.03633139 +3582,E108N,0.013105571 +3583,E108N,0.018053668 +3584,E108N,0.018568292 +3585,E108N,0.007938275 +3586,E108P,0.0058309366 +3587,E108P,0.0026025772 +3588,E108Q,0.2382142 +3589,E108Q,0.045935642 +3590,E108Q,0.057896357 +3591,E108Q,0.038500052 +3592,E108Q,0.0009809542 +3593,E108Q,0.030931244 +3594,E108Q,0.021238092 +3595,E108Q,0.014347027 +3596,E108R,0.00032982323 +3597,E108R,0.004427038 +3598,E108R,0.0015925723 +3599,E108R,0.00056243053 +3600,E108R,0.0069469986 +3601,E108R,0.0032363203 +3602,E108R,0.0023909556 +3603,E108R,0.004003645 +3604,E108R,0.009853268 +3605,E108R,0.009822353 +3606,E108S,0.025970213 +3607,E108S,0.0081645185 +3608,E108T,0.024457075 +3609,E108T,0.011096837 +3610,E108T,0.018405328 +3611,E108V,0.0070541473 +3612,E108V,0.010318427 +3613,E108V,0.006386986 +3614,E108V,0.0022696531 +3615,E108V,0.0007782648 +3616,E108V,0.00778932 +3617,E108V,0.008002638 +3618,E108V,0.018316658 +3619,E108V,0.009075602 +3620,E108V,0.00852799 +3621,E108W,0.003277568 +3622,E108W,0.008778502 +3623,E108W,0.003534535 +3624,E108W,0.0023568564 +3625,E108W,0.001671115 +3626,E108W,0.0041021183 +3627,E108W,0.0069879983 +3628,E108Y,0.014731057 +3629,E108Y,0.007188459 +3630,E108Y,0.01216729 +3631,E108Y,0.009441399 +3632,E108Y,0.012883936 +3633,E108Y,0.0027942606 +3634,E108Y,0.017359786 +3635,E108Y,0.0074645244 +3636,E108Y,0.024450675 +3637,E108Y,0.023715574 +3638,E153C,0.015804306 +3639,E153C,0.04311823 +3640,E153C,0.015476077 +3641,E153F,0.012733184 +3642,E153G,0.043979313 +3643,E153G,0.07161348 +3644,E153H,0.01767012 +3645,E153H,0.013349835 +3646,E153H,0.025583118 +3647,E153I,0.022687107 +3648,E153I,0.022317654 +3649,E153K,0.027070625 +3650,E153K,0.04905509 +3651,E153L,0.01940867 +3652,E153L,0.04234633 +3653,E153L,0.04872781 +3654,E153L,0.02939446 +3655,E153M,0.052062567 +3656,E153M,0.03222517 +3657,E153M,0.02601455 +3658,E153N,0.035983033 +3659,E153N,0.06277247 +3660,E153N,0.04282157 +3661,E153N,0.06843207 +3662,E153N,0.05058836 +3663,E153P,0.008996289 +3664,E153P,0.005423513 +3665,E153P,0.0019162671 +3666,E153P,0.006107744 +3667,E153Q,0.056325164 +3668,E153Q,0.056715507 +3669,E153Q,0.042366307 +3670,E153Q,0.05879171 +3671,E153R,0.024363583 +3672,E153R,0.020692896 +3673,E153R,0.023064956 +3674,E153R,0.031181213 +3675,E153S,0.030718304 +3676,E153S,0.023541356 +3677,E153V,0.30503294 +3678,E153V,0.07593509 +3679,E153V,0.31037578 +3680,E153V,0.07072294 +3681,E153W,0.0030589474 +3682,E208C,0.124402374 +3683,E208D,0.25252762 +3684,E208F,0.017722962 +3685,E208F,0.03852922 +3686,E208H,0.04554572 +3687,E208H,0.059279665 +3688,E208H,0.036394324 +3689,E208H,0.084554344 +3690,E208I,0.028612848 +3691,E208K,0.37574238 +3692,E208P,0.0012150456 +3693,E208Q,0.13647407 +3694,E208Q,0.06204071 +3695,E208R,0.048949722 +3696,E208T,0.025059484 +3697,E208Y,0.031480145 +3698,E208Y,0.039994653 +3699,E254C,0.103240356 +3700,E254C,0.20988435 +3701,E254D,0.4523162 +3702,E254F,0.0611296 +3703,E254F,0.051503837 +3704,E254F,0.032107376 +3705,E254G,0.07671218 +3706,E254G,0.16878015 +3707,E254G,0.1772177 +3708,E254H,0.11663281 +3709,E254H,0.10966347 +3710,E254N,0.082360394 +3711,E254Q,0.09887773 +3712,E254S,0.21008788 +3713,E254T,0.1933325 +3714,E254T,0.2207394 +3715,E254V,0.08276068 +3716,E254Y,0.085032925 +3717,E261A,0.034073886 +3718,E261A,0.07531531 +3719,E261A,0.07916003 +3720,E261C,0.09845836 +3721,E261D,0.14445339 +3722,E261D,0.074151516 +3723,E261F,0.09598763 +3724,E261F,0.069761276 +3725,E261F,0.05096348 +3726,E261G,0.025975803 +3727,E261H,0.050680432 +3728,E261H,0.10866022 +3729,E261I,0.07519011 +3730,E261I,0.057534453 +3731,E261K,0.117629305 +3732,E261K,0.10025853 +3733,E261K,0.118345894 +3734,E261L,0.018496066 +3735,E261M,0.06668202 +3736,E261M,0.022419007 +3737,E261M,0.026833685 +3738,E261N,0.06419831 +3739,E261N,0.053307425 +3740,E261P,0.0008725687 +3741,E261P,0.005252824 +3742,E261Q,0.07332814 +3743,E261R,0.05170803 +3744,E261R,0.044712722 +3745,E261R,0.029386453 +3746,E261T,0.12882066 +3747,E261T,0.13508178 +3748,E261T,0.0764857 +3749,E261V,0.03333936 +3750,E261V,0.07006158 +3751,E261V,0.028247982 +3752,E261W,0.06292018 +3753,E261W,0.0703693 +3754,E261Y,0.04901602 +3755,E261Y,0.056527674 +3756,E261Y,0.03332942 +3757,E262A,0.06906724 +3758,E262A,0.06280864 +3759,E262C,0.02669608 +3760,E262C,0.018631363 +3761,E262C,0.016656244 +3762,E262C,0.016858282 +3763,E262C,0.025682075 +3764,E262D,0.12421454 +3765,E262D,0.16580069 +3766,E262D,0.23154823 +3767,E262D,0.3029906 +3768,E262D,0.14600356 +3769,E262D,0.09583262 +3770,E262D,0.07672122 +3771,E262F,0.022084823 +3772,E262F,0.044048943 +3773,E262F,0.039861895 +3774,E262G,0.043270636 +3775,E262H,0.030694103 +3776,E262H,0.0181394 +3777,E262K,0.0019324288 +3778,E262K,0.0017354897 +3779,E262K,0.0036602814 +3780,E262L,0.028235141 +3781,E262L,0.023486579 +3782,E262M,0.011823989 +3783,E262R,0.0026889741 +3784,E262R,0.004743557 +3785,E262R,0.0034068923 +3786,E262R,0.0034843564 +3787,E262S,0.04335517 +3788,E262S,0.022479992 +3789,E262S,0.033803876 +3790,E262S,0.04969625 +3791,E262T,0.017893272 +3792,E262V,0.02404295 +3793,E262V,0.029022422 +3794,E262W,0.02820999 +3795,E262W,0.009501623 +3796,E268A,0.05529243 +3797,E268C,0.038315818 +3798,E268C,0.03133654 +3799,E268D,0.017558 +3800,E268D,0.025246162 +3801,E268F,0.0021616055 +3802,E268F,0.0018633899 +3803,E268F,0.005122234 +3804,E268F,0.00052809913 +3805,E268H,0.011907558 +3806,E268H,0.019014714 +3807,E268I,0.0011070846 +3808,E268K,0.03943201 +3809,E268K,0.06439351 +3810,E268K,0.03926242 +3811,E268K,0.026585061 +3812,E268L,0.033083875 +3813,E268M,0.04671242 +3814,E268M,0.049574494 +3815,E268N,0.018354796 +3816,E268N,0.01912317 +3817,E268P,6.784223e-05 +3818,E268P,0.0015279483 +3819,E268P,0.0018317715 +3820,E268Q,0.043118104 +3821,E275D,0.06668635 +3822,E275D,0.065753065 +3823,E275D,0.05503857 +3824,E275F,0.02500547 +3825,E275F,0.022762107 +3826,E275F,0.023576431 +3827,E275G,0.076907516 +3828,E275H,0.02183804 +3829,E275K,0.08261886 +3830,E275L,0.05355959 +3831,E275L,0.04830699 +3832,E275L,0.051899925 +3833,E275L,0.029541248 +3834,E275M,0.064060986 +3835,E275M,0.05194349 +3836,E275M,0.034306385 +3837,E275N,0.102880284 +3838,E275P,0.0029827023 +3839,E275P,0.00012935414 +3840,E275P,0.00021483358 +3841,E275Q,0.061137415 +3842,E275R,0.020812497 +3843,E275R,0.12564036 +3844,E275R,0.020816522 +3845,E275S,0.0325121 +3846,E275V,0.2747696 +3847,E275V,0.06764856 +3848,E275V,0.06302911 +3849,E275W,0.0072787986 +3850,E275W,0.005895443 +3851,E275Y,0.08198672 +3852,E275Y,0.049946383 +3853,E278A,0.15189473 +3854,E278A,0.20332387 +3855,E278A,0.087576054 +3856,E278C,0.04991663 +3857,E278D,0.059954382 +3858,E278D,0.088518 +3859,E278D,0.03885915 +3860,E278F,0.01930101 +3861,E278G,0.1286154 +3862,E278G,0.054400634 +3863,E278G,0.10995122 +3864,E278H,0.05986891 +3865,E278I,0.04636084 +3866,E278K,0.23152356 +3867,E278K,0.07343415 +3868,E278K,0.18555804 +3869,E278K,0.23953168 +3870,E278L,0.16726902 +3871,E278L,0.10680939 +3872,E278L,0.0046588164 +3873,E278M,0.059348874 +3874,E278N,0.030200157 +3875,E278P,0.00022740784 +3876,E278P,0.0010351519 +3877,E278P,0.00050297554 +3878,E278P,0.0012017374 +3879,E278P,0.0005105786 +3880,E278Q,0.092093475 +3881,E278R,0.088054836 +3882,E278S,0.061730314 +3883,E278S,0.10446767 +3884,E278T,0.03555202 +3885,E278V,0.11779415 +3886,E278W,0.07892409 +3887,E278W,0.05055525 +3888,E278W,0.054875772 +3889,E278W,0.047168195 +3890,E278Y,0.09420202 +3891,E278Y,0.06313822 +3892,E295A,0.024216535 +3893,E295A,0.005019258 +3894,E295A,0.017765533 +3895,E295C,0.002290133 +3896,E295C,0.006411028 +3897,E295D,0.07294836 +3898,E295D,0.06603123 +3899,E295D,0.051861517 +3900,E295G,0.00032088478 +3901,E295G,0.00016316553 +3902,E295H,0.007503323 +3903,E295H,0.007619827 +3904,E295H,0.024164025 +3905,E295I,0.00034552848 +3906,E295K,0.00049966376 +3907,E295K,0.000586113 +3908,E295L,0.002630066 +3909,E295L,0.00049753825 +3910,E295N,0.010330619 +3911,E295N,0.01582216 +3912,E295P,0.0013704372 +3913,E295Q,0.008616463 +3914,E295Q,0.012136099 +3915,E295S,0.024456944 +3916,E295S,0.023749724 +3917,E295S,0.013191919 +3918,E295T,0.014235963 +3919,E295V,0.007569575 +3920,E295V,0.007315799 +3921,E295V,0.0049990574 +3922,E295V,0.012640028 +3923,E295V,0.0033374464 +3924,E295Y,0.004029084 +3925,E295Y,0.00149305 +3926,E295Y,0.0061924635 +3927,E29A,0.01538838 +3928,E29A,0.022627406 +3929,E29C,0.011508127 +3930,E29C,0.0043742084 +3931,E29D,0.03834155 +3932,E29D,0.02012301 +3933,E29D,0.034015033 +3934,E29D,0.022151398 +3935,E29F,0.008610294 +3936,E29F,0.01381108 +3937,E29F,0.008900092 +3938,E29F,0.014638222 +3939,E29F,0.017403841 +3940,E29F,0.016942486 +3941,E29F,0.0071445405 +3942,E29G,0.033905633 +3943,E29G,0.20220762 +3944,E29G,0.13811323 +3945,E29G,0.13752313 +3946,E29H,0.045224544 +3947,E29H,0.03814313 +3948,E29I,0.008559775 +3949,E29K,0.26913288 +3950,E29K,0.25758404 +3951,E29K,0.063382916 +3952,E29L,0.01265249 +3953,E29L,0.014344428 +3954,E29L,0.0068198075 +3955,E29L,0.017261185 +3956,E29L,0.0100489715 +3957,E29L,0.015979638 +3958,E29P,4.3806835e-05 +3959,E29P,0.00014914431 +3960,E29P,0.00031708056 +3961,E29P,0.0018960875 +3962,E29P,0.0007119288 +3963,E29R,0.057695042 +3964,E29R,0.04084439 +3965,E29S,0.029393494 +3966,E29T,0.021236451 +3967,E29T,0.02560956 +3968,E29V,0.0063307835 +3969,E29V,0.004023005 +3970,E29V,0.013213987 +3971,E29V,0.0046490263 +3972,E29V,0.0041837664 +3973,E29W,0.0063554556 +3974,E29W,0.0067295334 +3975,E29W,0.011425738 +3976,E29Y,0.003480729 +3977,E46D,0.46609628 +3978,E46D,0.63848037 +3979,E46D,0.6108003 +3980,E46D,0.45642644 +3981,E46D,0.31155023 +3982,E46D,0.5882813 +3983,E46D,0.03653496 +3984,E46D,0.19592816 +3985,V281Q,0.036969844 +3986,E46F,0.01611105 +3987,E46F,0.034449458 +3988,E46F,0.056392852 +3989,E46F,0.037553374 +3990,E46G,0.069890074 +3991,E46G,0.022356259 +3992,E46H,0.016420662 +3993,E46I,0.05431506 +3994,E46K,0.06748046 +3995,E46L,0.034301672 +3996,E46L,0.032182883 +3997,E46L,0.03747066 +3998,E46M,0.020588899 +3999,E46N,0.08714402 +4000,E46N,0.069856666 +4001,E46N,0.03787057 +4002,E46P,0.030286497 +4003,E46Q,0.08160351 +4004,E46R,0.08054157 +4005,E46R,0.010100999 +4006,E46R,0.030714238 +4007,E46R,0.07984571 +4008,E46S,0.100260295 +4009,E46S,0.17653899 +4010,E46S,0.10064498 +4011,E46S,0.21309526 +4012,E46S,0.13413475 +4013,E46T,0.15011843 +4014,E46T,0.048803627 +4015,E46V,0.010635186 +4016,E46W,0.040471606 +4017,E46Y,0.032035235 +4018,E46Y,0.03709746 +4019,E46Y,0.03533929 +4020,E46Y,0.034207556 +4021,E46Y,0.02219912 +4022,E84A,0.047570102 +4023,E84A,0.016569935 +4024,E84A,0.010511131 +4025,E84C,0.009219432 +4026,E84C,0.005804419 +4027,E84D,0.12501702 +4028,E84F,0.0018603832 +4029,E84G,0.07499072 +4030,E84G,0.072068885 +4031,E84G,0.03746235 +4032,E84G,0.023322957 +4033,E84H,0.029926118 +4034,E84H,0.081392676 +4035,E84I,0.0044478863 +4036,E84I,0.011877448 +4037,E84K,0.080984116 +4038,E84K,0.06342817 +4039,E84K,0.06797466 +4040,E84K,0.16870861 +4041,E84L,0.0035789025 +4042,E84L,0.012004247 +4043,E84L,0.0105378255 +4044,E84L,0.011142805 +4045,E84M,0.02666342 +4046,E84M,0.011598861 +4047,E84M,0.011587298 +4048,E84M,0.010068263 +4049,E84N,0.15225908 +4050,E84N,0.09247037 +4051,E84N,0.11688716 +4052,E84N,0.087474935 +4053,E84N,0.0700922 +4054,E84N,0.02530564 +4055,E84N,0.08969132 +4056,E84Q,0.075205214 +4057,E84R,0.07727514 +4058,E84R,0.1838456 +4059,E84S,0.10161024 +4060,E84S,0.090720735 +4061,E84S,0.050117917 +4062,E84S,0.107156314 +4063,E84T,0.07053905 +4064,E84T,0.080726705 +4065,E84T,0.075113565 +4066,E84T,0.052242227 +4067,E84V,0.040696345 +4068,E84V,0.055587143 +4069,E84V,0.022107247 +4070,E84V,0.007671067 +4071,E84V,0.027260438 +4072,E84Y,0.007260444 +4073,E84Y,0.026586778 +4074,E84Y,0.022250677 +4075,E84Y,0.00828902 +4076,E84Y,0.0135513 +4077,E84Y,0.018923951 +4078,E84Y,0.0071127173 +4079,E91A,0.044735257 +4080,E91C,0.014168907 +4081,E91D,0.46426412 +4082,E91F,0.066514835 +4083,E91F,0.05520061 +4084,E91F,0.07564113 +4085,E91G,0.047095586 +4086,E91H,0.0608107 +4087,E91I,0.08779988 +4088,E91L,0.11808883 +4089,E91L,0.041566797 +4090,E91M,0.038283784 +4091,E91R,0.0522532 +4092,E91R,0.05429481 +4093,E91R,0.09056076 +4094,E91S,0.07607867 +4095,E91S,0.05721405 +4096,E91T,0.14107282 +4097,E91V,0.004729533 +4098,E91V,0.26090246 +4099,E91V,0.10947988 +4100,E91V,0.52914226 +4101,E91V,0.19674116 +4102,E91V,0.0001799712 +4103,E91V,0.23263325 +4104,E91W,0.07754305 +4105,E91Y,0.08209794 +4106,E91Y,0.07289228 +4107,F142D,0.0015452241 +4108,F142E,0.0010715725 +4109,F142E,0.0012064333 +4110,F142G,0.006737617 +4111,F142G,0.0014268714 +4112,F142G,0.0006035001 +4113,F142G,0.0043658596 +4114,F142G,0.0055245613 +4115,F142H,0.0037934072 +4116,F142H,0.0038475087 +4117,F142H,0.0020355054 +4118,F142K,0.0002743598 +4119,F142K,0.0005972125 +4120,F142L,0.06718542 +4121,F142L,0.07245456 +4122,F142L,0.05323394 +4123,F142L,0.09130841 +4124,F142L,0.040039454 +4125,F142L,0.05181613 +4126,F142M,0.042319633 +4127,F142M,0.018626308 +4128,F142N,0.0042707343 +4129,F142N,0.004257678 +4130,F142N,0.0034538626 +4131,F142P,0.0009460473 +4132,F142P,0.0005282785 +4133,F142Q,0.005684937 +4134,F142Q,0.00905625 +4135,F142Q,0.0040034745 +4136,F142R,0.00014775124 +4137,F142R,0.0015060665 +4138,F142R,0.0035656134 +4139,F142S,0.006797269 +4140,F142S,0.017517168 +4141,F142T,0.058922503 +4142,F142T,0.063314594 +4143,F142T,0.050404355 +4144,F142V,0.033601645 +4145,F166A,0.0009807822 +4146,F166C,0.00058830314 +4147,F166D,0.001984998 +4148,F166E,0.00313299 +4149,F166E,0.0019213238 +4150,F166E,0.012648255 +4151,F166G,0.00038884653 +4152,F166G,0.0010656648 +4153,F166G,0.00021829146 +4154,F166G,0.0005412423 +4155,F166H,0.08540187 +4156,F166I,0.0072166035 +4157,F166L,0.015824117 +4158,F166L,0.010358386 +4159,F166L,0.017400097 +4160,F166N,0.007900905 +4161,F166N,0.0036670174 +4162,F166P,0.0016785433 +4163,F166R,0.0017959559 +4164,F166R,0.0004894588 +4165,F166R,0.0007510662 +4166,F166R,0.00038401774 +4167,F166R,0.0009435158 +4168,F166S,0.000586886 +4169,F166T,0.0010208957 +4170,F166T,0.0014150853 +4171,F166T,0.0002748803 +4172,F166T,0.000906412 +4173,F166V,0.0021565722 +4174,F166V,0.0006719592 +4175,F166V,0.0013058999 +4176,F166V,0.0013492089 +4177,F166W,0.14004478 +4178,F166W,0.31235075 +4179,F166Y,0.2577101 +4180,F166Y,0.076891266 +4181,F209A,0.0015405763 +4182,F209C,0.0046739182 +4183,F209E,0.0019010082 +4184,F209E,0.0060295775 +4185,F209G,0.0019250816 +4186,F209G,0.0027190612 +4187,F209L,0.0147537 +4188,F209Q,0.001616858 +4189,F209Q,0.0021129702 +4190,F209Q,0.00013000763 +4191,F209R,0.0004315801 +4192,F209S,0.00045370442 +4193,F209S,0.0031727867 +4194,F209V,0.0027529506 +4195,F209V,0.0026724325 +4196,F217I,0.12340699 +4197,F217L,0.039719313 +4198,F217L,0.019304475 +4199,F217L,0.006093714 +4200,F217N,0.074459344 +4201,F217S,0.03616902 +4202,F217T,0.0638617 +4203,F217Y,0.42687488 +4204,F297C,0.00022994977 +4205,F297C,0.0004976975 +4206,F297C,0.005571492 +4207,F297D,1.2182025e-05 +4208,F297D,3.628302e-05 +4209,F297D,4.298635e-05 +4210,F297D,0.00086419133 +4211,F297E,6.299704e-05 +4212,F297E,0.00015709779 +4213,F297E,7.126113e-05 +4214,F297G,2.1576056e-06 +4215,F297H,2.0415313e-05 +4216,F297L,0.16080773 +4217,F297L,0.1805295 +4218,F297L,0.14809288 +4219,F297L,0.11129041 +4220,F297M,0.027161125 +4221,F297M,0.079761 +4222,F297N,9.600722e-05 +4223,F297N,2.7004902e-05 +4224,F297N,0.00045560877 +4225,F297N,3.3548923e-07 +4226,F297N,0.00026729042 +4227,F297P,7.835883e-05 +4228,F297P,0.00034427422 +4229,F297P,0.001954388 +4230,F297Q,0.0017378635 +4231,F297R,0.00018603019 +4232,F297S,0.00060264586 +4233,F297T,0.0009204904 +4234,F297V,0.0046686875 +4235,F297W,0.000104218874 +4236,F297W,0.0015715844 +4237,F297W,0.0005014264 +4238,F297Y,0.017802678 +4239,F297Y,0.026229782 +4240,F297Y,0.024970865 +4241,F86A,0.0153794885 +4242,F86A,0.030040022 +4243,F86A,0.015869351 +4244,F86A,0.023450498 +4245,F86A,0.03831877 +4246,F86A,0.02747277 +4247,F86C,0.044427834 +4248,F86D,0.0008308965 +4249,F86D,0.0017694206 +4250,F86D,0.0027598054 +4251,F86D,0.0005443368 +4252,F86E,0.00010665387 +4253,F86G,0.0027471825 +4254,F86G,0.0011508222 +4255,F86G,0.001562586 +4256,F86H,0.0027295197 +4257,F86H,0.0029390797 +4258,F86I,0.05924593 +4259,F86I,0.043149408 +4260,F86K,0.0018277534 +4261,F86L,0.23942882 +4262,F86L,0.1304574 +4263,F86L,0.03181922 +4264,F86N,0.0012809046 +4265,F86P,0.00083778903 +4266,F86Q,6.8470545e-05 +4267,F86R,0.0028635531 +4268,F86R,0.0043118256 +4269,F86R,0.0007225472 +4270,F86R,0.0011908503 +4271,F86S,0.008814528 +4272,F86S,0.0123731755 +4273,F86T,0.012016698 +4274,F86W,0.005488679 +4275,F86W,0.004747636 +4276,F86W,0.0048757843 +4277,F86Y,0.029183473 +4278,F86Y,0.0036603322 +4279,G104A,0.0049988795 +4280,G104A,0.0033972976 +4281,G104A,0.004891746 +4282,G104A,0.0016272566 +4283,G104C,0.0004485123 +4284,G104D,0.00017241282 +4285,G104D,0.00035586496 +4286,G104D,0.0020090297 +4287,G104F,0.005582634 +4288,G104H,0.002140155 +4289,G104I,0.0019678378 +4290,G104K,0.0003390873 +4291,G104K,0.002011911 +4292,G104K,0.00036990858 +4293,G104L,0.0005053745 +4294,G104M,0.00077068905 +4295,G104N,0.00334697 +4296,G104N,0.00023784951 +4297,G104N,0.0015712638 +4298,G104N,0.00043191022 +4299,G104N,0.0002093673 +4300,G104P,0.00067678205 +4301,G104P,0.0012363157 +4302,G104P,0.0007723868 +4303,G104P,9.230075e-06 +4304,G104Q,0.00038501597 +4305,G104R,0.00080145535 +4306,G104R,0.0022643197 +4307,G104S,0.0005751374 +4308,G104S,0.0014642939 +4309,G104S,0.0014630168 +4310,G104T,9.125537e-05 +4311,G104T,0.00035493588 +4312,G104T,0.00068523287 +4313,G104T,6.196869e-05 +4314,G104V,0.0016633925 +4315,G104V,0.00027198158 +4316,G104V,0.0015298631 +4317,G104V,0.00090681453 +4318,G104W,0.00075693266 +4319,G104W,0.0040746536 +4320,G104W,0.0003450475 +4321,G104Y,0.014784404 +4322,G104Y,0.0030115733 +4323,G104Y,0.0041988576 +4324,G104Y,0.025868604 +4325,G104Y,0.0107376585 +4326,G120A,0.08978648 +4327,G120A,0.03078245 +4328,G120A,0.061161716 +4329,G120A,0.2535564 +4330,G120A,0.015811691 +4331,G120C,0.23698895 +4332,G120C,0.016242232 +4333,G120C,0.00585827 +4334,G120C,0.0006459073 +4335,G120C,0.017519327 +4336,G120C,0.01391899 +4337,G120C,0.059514903 +4338,G120D,0.052321803 +4339,G120D,0.032900434 +4340,G120D,0.00059534924 +4341,G120D,0.00016163607 +4342,G120D,0.05314432 +4343,G120D,0.078278564 +4344,G120D,0.00042692697 +4345,G120D,0.0077303844 +4346,G120E,0.21556701 +4347,G120E,0.171923 +4348,G120F,0.028251262 +4349,G120F,0.026321 +4350,G120F,0.01019176 +4351,G120F,0.04323147 +4352,G120F,0.06359045 +4353,G120H,0.78585553 +4354,G120H,0.00888151 +4355,G120H,0.17183246 +4356,G120H,0.38749462 +4357,G120H,0.05691324 +4358,G120H,0.4523417 +4359,G120I,0.0028488715 +4360,G120I,0.0061448985 +4361,G120I,0.0022072215 +4362,G120I,0.0030703368 +4363,G120I,0.0044374927 +4364,G120K,0.38299498 +4365,G120K,0.15005767 +4366,G120K,0.3977301 +4367,G120K,0.0499935 +4368,G120K,0.32586315 +4369,G120K,0.16622855 +4370,G120L,0.0045028306 +4371,G120L,0.0024078027 +4372,G120L,0.010267036 +4373,G120L,0.014238491 +4374,G120L,0.0012897406 +4375,G120M,0.16450143 +4376,G120M,0.00061972765 +4377,G120M,0.103432536 +4378,G120M,0.04437491 +4379,G120M,0.18041311 +4380,G120M,0.0434019 +4381,G120M,0.12576827 +4382,G120M,0.026050916 +4383,G120N,0.044519328 +4384,G120N,0.27632123 +4385,G120N,0.2430838 +4386,G120N,0.2937736 +4387,G120N,0.21002273 +4388,G120N,0.434134 +4389,G120N,0.015701815 +4390,G120N,0.08629871 +4391,G120N,0.15513133 +4392,G120P,0.07134813 +4393,G120P,0.022611596 +4394,G120P,0.021583261 +4395,G120P,0.05272696 +4396,G120P,0.037952308 +4397,G120P,0.034531597 +4398,G120P,0.0987151 +4399,G120P,0.031351894 +4400,G120P,0.063448 +4401,G120Q,0.019856473 +4402,G120Q,0.013091571 +4403,G120Q,0.6344481 +4404,G120Q,0.39716342 +4405,G120Q,0.25899154 +4406,G120Q,0.069567725 +4407,G120Q,0.11327499 +4408,G120R,0.06486548 +4409,G120R,0.034906525 +4410,G120R,0.036134034 +4411,G120S,0.078405015 +4412,G120S,1.90155e-07 +4413,G120S,0.14333656 +4414,G120S,0.25606412 +4415,G120S,0.124600135 +4416,G120S,0.010240398 +4417,G120S,0.030427022 +4418,G120S,0.02050125 +4419,G120S,0.010463147 +4420,G120S,0.15742399 +4421,G120T,0.10089207 +4422,G120T,0.024816073 +4423,G120T,0.18805386 +4424,G120T,0.018822974 +4425,G120T,0.055676114 +4426,G120T,0.053915385 +4427,G120T,0.14666608 +4428,G120T,0.031501364 +4429,G120V,0.014421554 +4430,G120V,0.012462113 +4431,G120V,0.0062597236 +4432,G120V,0.0066241142 +4433,G120V,0.019565672 +4434,G120V,0.017046431 +4435,G120W,0.0062928894 +4436,G120W,0.0033544644 +4437,G120W,0.0008847126 +4438,G120W,0.0020831164 +4439,G120Y,0.0071717375 +4440,G120Y,0.0016682687 +4441,G120Y,0.012471222 +4442,G120Y,0.0023078893 +4443,G120Y,0.026068196 +4444,G120Y,0.11942814 +4445,G120Y,0.0013091326 +4446,G120Y,0.21096858 +4447,G120Y,0.00012915129 +4448,G120Y,0.006879707 +4449,G126A,0.0024973718 +4450,G126A,0.0029548018 +4451,G126A,0.0036005396 +4452,G126A,0.004495789 +4453,G126C,0.0012935514 +4454,G126C,0.0002866667 +4455,G126C,0.001327869 +4456,G126D,0.00048379638 +4457,G126D,0.0009887997 +4458,G126D,0.00025235047 +4459,G126E,0.00051709655 +4460,G126E,0.002756142 +4461,G126E,0.0011925144 +4462,G126E,0.00010439582 +4463,G126E,0.0004687064 +4464,G126E,0.000701783 +4465,G126E,0.0009049614 +4466,G126F,0.0013351229 +4467,G126F,0.0017547964 +4468,G126F,0.0013135921 +4469,G126H,0.0018636554 +4470,G126H,0.0014423259 +4471,G126H,0.001171531 +4472,G126H,0.0021495547 +4473,G126H,0.0012804341 +4474,G126H,0.00046008147 +4475,G126H,0.00035744894 +4476,G126H,0.00024313909 +4477,G126I,0.00063991826 +4478,G126I,0.00095666596 +4479,G126I,0.0011018447 +4480,G126I,0.00063948194 +4481,G126I,0.000281044 +4482,G126I,0.004943393 +4483,G126I,0.0007072877 +4484,G126I,0.0026438455 +4485,G126I,8.836664e-05 +4486,G126K,0.0005989628 +4487,G126K,0.00042744345 +4488,G126L,0.0008584055 +4489,G126P,0.0007968273 +4490,G126P,0.00040404557 +4491,G126P,8.4222775e-05 +4492,G126P,0.001699362 +4493,G126P,0.00081063865 +4494,G126P,0.00026074686 +4495,G126P,0.00020990097 +4496,G126Q,0.0013070267 +4497,G126Q,0.0006037386 +4498,G126R,0.00014875394 +4499,G126R,0.0016559421 +4500,G126R,0.0023069137 +4501,G126R,0.0021962565 +4502,G126S,0.0019497206 +4503,G126S,0.0016817378 +4504,G126S,0.0012728822 +4505,G126T,2.9048344e-05 +4506,G126V,0.0009977043 +4507,G126V,0.0003720595 +4508,G126W,0.000646837 +4509,G126W,4.2417996e-05 +4510,G126W,0.00016335539 +4511,G126W,0.00033123436 +4512,G126W,0.0009083822 +4513,G126W,0.00036457184 +4514,G126Y,0.0006704345 +4515,G126Y,0.00021034278 +4516,G126Y,0.00081881817 +4517,G126Y,0.0018308769 +4518,G126Y,0.0016475363 +4519,G126Y,9.043591e-05 +4520,G126Y,0.0004604316 +4521,G126Y,0.0012838474 +4522,G136A,0.011244882 +4523,G136C,0.0012540822 +4524,G136C,0.0019579402 +4525,G136C,0.0024672202 +4526,G136D,0.0020067615 +4527,G136E,0.001081688 +4528,G136E,0.0019659058 +4529,G136F,0.0032207943 +4530,G136F,0.0013420973 +4531,G136F,0.006062858 +4532,G136F,0.0005962383 +4533,G136H,0.0032844557 +4534,G136H,0.0009461537 +4535,G136H,0.0067829313 +4536,G136H,0.0023221634 +4537,G136H,0.0017986645 +4538,G136I,0.0022321427 +4539,G136I,0.001125079 +4540,G136K,0.002011471 +4541,G136K,0.0034612312 +4542,G136K,0.0055349767 +4543,G136L,0.0011042354 +4544,G136L,0.0021300286 +4545,G136M,0.0021002805 +4546,G136M,0.00030373986 +4547,G136M,0.0026327989 +4548,G136M,0.0042555346 +4549,G136N,0.0024838715 +4550,G136N,0.0029215557 +4551,G136N,0.0042727464 +4552,G136R,0.0017078693 +4553,G136S,0.021414539 +4554,G136V,0.000497975 +4555,G136V,0.0016290646 +4556,G136W,0.0036052987 +4557,G136W,0.0036812092 +4558,G136Y,0.0006680323 +4559,G136Y,0.002456627 +4560,G136Y,0.0031120735 +4561,G146A,0.0017619332 +4562,G146A,0.0002384006 +4563,G146C,0.0010783033 +4564,G146C,0.00046449664 +4565,G146E,5.8385467e-05 +4566,G146E,0.0007028593 +4567,G146I,0.0010646621 +4568,G146I,0.0021372235 +4569,G146I,0.0013157263 +4570,G146K,7.644384e-05 +4571,G146K,0.0041026366 +4572,G146L,0.0013795225 +4573,G146L,0.0009997129 +4574,G146N,0.002470199 +4575,G146N,0.00062133616 +4576,G146N,0.0011532521 +4577,G146N,0.0009943185 +4578,G146N,9.181615e-05 +4579,G146N,0.0010300828 +4580,G146N,0.00030020607 +4581,G146Q,0.0007362238 +4582,G146Q,0.00069735444 +4583,G146R,0.0011861695 +4584,G146R,0.0013816841 +4585,G146S,0.00025385045 +4586,G146S,0.0008844555 +4587,G146S,0.00057131145 +4588,G146T,0.0014867808 +4589,G146T,0.00036839643 +4590,G146T,0.0017751103 +4591,G146V,0.0032582572 +4592,G146V,0.0018842721 +4593,G146V,0.0003287254 +4594,G146W,0.00061210577 +4595,G146Y,0.0011474349 +4596,G146Y,0.0012888245 +4597,G146Y,0.002322882 +4598,G162A,0.013454727 +4599,G162A,0.0056005525 +4600,G162C,0.0023611872 +4601,G162C,0.005099885 +4602,G162D,0.00037016976 +4603,G162D,0.0021321927 +4604,G162D,9.5577045e-05 +4605,G162D,0.00067693024 +4606,G162D,0.00038117895 +4607,G162E,0.002702673 +4608,G162F,0.00017481166 +4609,G162F,0.00017558268 +4610,G162F,1.2759151e-05 +4611,G162H,0.0041788854 +4612,G162H,0.00060774595 +4613,G162I,0.00014323345 +4614,G162K,5.418567e-06 +4615,G162K,0.00020652881 +4616,G162M,0.0014665223 +4617,G162M,0.0005976305 +4618,G162N,0.0027000057 +4619,G162N,0.0007665318 +4620,G162P,0.000861378 +4621,G162P,3.7399263e-05 +4622,G162Q,0.00037186072 +4623,G162Q,0.00028736176 +4624,G162Q,0.00011780135 +4625,G162Q,0.0001383348 +4626,G162R,0.00014520506 +4627,G162Y,0.00013872603 +4628,G162Y,0.002622159 +4629,G162Y,0.00028475383 +4630,G162Y,0.00029432285 +4631,G162Y,6.977914e-06 +4632,G168A,0.0074599134 +4633,G168C,0.0004459124 +4634,G168C,0.0020372975 +4635,G168D,0.017908998 +4636,G168D,0.012402519 +4637,G168D,0.02029047 +4638,G168E,0.0028789153 +4639,G168E,0.0012547972 +4640,G168E,0.0036241326 +4641,G168F,0.0002233566 +4642,G168F,0.0011153102 +4643,G168H,0.005007552 +4644,G168H,0.0015364175 +4645,G168I,0.006012934 +4646,G168I,0.001151328 +4647,G168K,0.0024157157 +4648,G168K,0.00020615109 +4649,G168K,0.0010544737 +4650,G168L,0.00087955873 +4651,G168M,0.0027924958 +4652,G168M,0.0021535417 +4653,G168N,0.01867077 +4654,G168P,0.0012152453 +4655,G168P,0.00017224734 +4656,G168P,0.0020775557 +4657,G168P,0.00054821384 +4658,G168Q,0.00030203885 +4659,G168R,0.0012336734 +4660,G168R,0.00010339936 +4661,G168R,0.0031063624 +4662,G168R,0.0005187269 +4663,G168T,0.008447973 +4664,G168T,0.009042196 +4665,G168T,0.0073454413 +4666,G168V,0.00010478876 +4667,G168V,0.00013035814 +4668,G168Y,0.0007425687 +4669,G168Y,0.0023598175 +4670,G168Y,0.0003871824 +4671,G168Y,2.561748e-05 +4672,G168Y,0.0008547093 +4673,G191A,0.01908546 +4674,G191A,0.027814645 +4675,G191A,0.044661157 +4676,G191C,0.012222416 +4677,G191E,0.0027641424 +4678,G191E,0.000749142 +4679,G191E,0.0011141472 +4680,G191F,6.158053e-05 +4681,G191F,0.00369402 +4682,G191F,0.00087814376 +4683,G191H,0.0009737522 +4684,G191H,0.0011895079 +4685,G191H,0.00058916875 +4686,G191H,0.0005186229 +4687,G191H,0.0017192885 +4688,G191I,0.00092396815 +4689,G191I,8.619304e-05 +4690,G191K,0.00014970609 +4691,G191K,0.0015676286 +4692,G191K,0.0010637456 +4693,G191L,0.00060521055 +4694,G191L,0.00048975064 +4695,G191M,0.00047845478 +4696,G191N,6.2875435e-05 +4697,G191N,0.0004168759 +4698,G191N,0.000257879 +4699,G191P,6.2452375e-05 +4700,G191P,0.0013638054 +4701,G191Q,0.003133075 +4702,G191R,0.0002690323 +4703,G191R,0.0017184987 +4704,G191R,9.652351e-06 +4705,G191R,0.00018053001 +4706,G191T,0.0035953135 +4707,G191T,0.0013696927 +4708,G191T,0.0007205662 +4709,G191T,0.0037072154 +4710,G191T,0.00020307805 +4711,G191V,0.0007869938 +4712,G191V,0.0004456686 +4713,G191W,0.001007941 +4714,G191W,0.0013641913 +4715,G191Y,0.00054889504 +4716,G191Y,0.00017018792 +4717,G191Y,0.00031728458 +4718,G191Y,9.082226e-05 +4719,G19A,6.148542e-05 +4720,G19A,0.0005344159 +4721,G19A,0.00026487277 +4722,G19A,0.00011323886 +4723,G19C,0.0014209129 +4724,G19D,0.00024039358 +4725,G19D,0.00020043275 +4726,G19D,3.2653632e-05 +4727,G19E,0.0017771757 +4728,G19E,0.00070886593 +4729,G19E,7.731678e-06 +4730,G19F,0.0004281837 +4731,G19F,0.002222072 +4732,G19H,0.0012865671 +4733,G19H,0.00087463856 +4734,G19H,0.00021373389 +4735,G19I,7.852756e-06 +4736,G19I,1.8150207e-05 +4737,G19I,0.00031981914 +4738,G19I,0.0017671376 +4739,G19I,0.001276914 +4740,G19K,0.00022706999 +4741,G19K,0.0017054557 +4742,G19K,0.000971797 +4743,G19L,0.0015482398 +4744,G19M,0.0013057198 +4745,G19M,0.00012732742 +4746,G19M,0.0006694967 +4747,G19P,0.00027944017 +4748,G19P,0.0003263408 +4749,G19Q,0.0011450665 +4750,G19R,0.0007255687 +4751,G19S,2.6887774e-06 +4752,G19S,0.0010488413 +4753,G19T,0.0020052237 +4754,G19V,0.00055821426 +4755,G19V,0.0021031238 +4756,G19V,0.00015154036 +4757,G19V,0.0012790199 +4758,G19W,0.005456823 +4759,G19Y,0.0015275186 +4760,G19Y,0.002426677 +4761,G200A,0.05590812 +4762,G200E,0.0632098 +4763,G200F,0.017428914 +4764,G200F,0.017120332 +4765,G200K,0.048709393 +4766,G200L,0.0043303245 +4767,G200N,0.110979296 +4768,G200N,0.11108866 +4769,G200Q,0.013949387 +4770,G200R,0.20481017 +4771,G200S,0.10476041 +4772,G200T,0.07809376 +4773,G200T,0.07125647 +4774,G200V,0.029211977 +4775,G200V,0.031331845 +4776,G200Y,0.0060998327 +4777,G200Y,0.0063596456 +4778,G203A,0.0071581057 +4779,G203C,0.037349403 +4780,G203C,0.030457042 +4781,G203C,0.11194974 +4782,G203D,0.06634376 +4783,G203E,0.0027440703 +4784,G203E,0.020243661 +4785,G203E,0.021150623 +4786,G203E,0.015495065 +4787,G203F,0.02618619 +4788,G203F,0.0276704 +4789,G203F,0.042571563 +4790,G203F,0.017863562 +4791,G203F,0.02229075 +4792,G203H,0.03266693 +4793,G203H,0.046757214 +4794,G203I,0.00094371795 +4795,G203M,0.020984838 +4796,G203M,0.023466691 +4797,G203M,0.03793778 +4798,G203N,0.08588449 +4799,G203N,0.05941572 +4800,G203P,4.3867953e-05 +4801,G203P,0.00037584984 +4802,G203P,0.0019134905 +4803,G203Q,0.044012245 +4804,G203Q,0.043223802 +4805,G203Q,0.038533587 +4806,G203R,0.035987854 +4807,G203S,0.029266847 +4808,G203T,0.019588113 +4809,G203T,0.013552462 +4810,G203T,0.013692162 +4811,G203V,0.000979794 +4812,G203V,0.0020893374 +4813,G203Y,0.01245622 +4814,G203Y,0.025834449 +4815,G203Y,0.024990786 +4816,G203Y,0.017928353 +4817,G215A,0.0943606 +4818,G215A,0.07818977 +4819,G215A,0.10044455 +4820,G215E,0.109264426 +4821,G215E,0.19590926 +4822,G215H,0.044333085 +4823,G215K,0.14637603 +4824,G215K,0.30389127 +4825,G215K,0.2540529 +4826,G215K,0.29618034 +4827,G215K,0.43704855 +4828,G215M,0.045146246 +4829,G215M,0.0984665 +4830,G215P,0.1650383 +4831,G215P,0.19247453 +4832,G215Q,0.09928652 +4833,G215Q,0.121422604 +4834,G215Q,0.093842536 +4835,G215Q,0.05640701 +4836,G215S,0.41953403 +4837,G215S,0.18954618 +4838,G215T,0.175508 +4839,G215T,0.36774534 +4840,G215V,0.09119315 +4841,G215V,0.07521736 +4842,G215W,0.07702608 +4843,G215W,0.046262663 +4844,G215W,0.07637892 +4845,G21A,0.0021500697 +4846,G21A,0.000128647 +4847,G21C,0.0016725601 +4848,G21C,0.0005568262 +4849,G21C,3.688923e-06 +4850,G21D,0.00020031718 +4851,G21E,0.0028860716 +4852,G21E,0.0008264254 +4853,G21F,0.00015931697 +4854,G21F,0.0003645344 +4855,G21H,0.00091920554 +4856,G21K,0.0026526512 +4857,G21K,7.805432e-05 +4858,G21L,0.00060412806 +4859,G21Q,3.870307e-05 +4860,G21R,6.494182e-05 +4861,G21R,0.0033222556 +4862,G21T,9.522658e-06 +4863,G21T,1.5738875e-06 +4864,G21V,0.0031459087 +4865,G237A,0.09638065 +4866,G237A,0.16204141 +4867,G237C,0.34130335 +4868,G237E,0.03818815 +4869,G237H,0.15624115 +4870,G237H,0.22053117 +4871,G237I,0.009285928 +4872,G237K,0.10527521 +4873,G237L,0.030134214 +4874,G237L,0.0189487 +4875,G237L,0.018747604 +4876,G237L,0.018857576 +4877,G237L,0.019147757 +4878,G237L,0.028011875 +4879,G237L,0.024362 +4880,G237L,0.011606058 +4881,G237L,0.043050066 +4882,G237M,0.045809023 +4883,G237M,0.06264442 +4884,G237N,0.047935303 +4885,G237N,0.060074057 +4886,G237N,0.038442113 +4887,G237P,0.017056668 +4888,G237Q,0.06965247 +4889,G241E,0.0075112795 +4890,G241F,0.001056627 +4891,G241F,0.0023874096 +4892,G241F,0.0010747964 +4893,G241I,0.006972894 +4894,G241I,0.0042974995 +4895,G241I,0.0032876208 +4896,G241K,0.0014451203 +4897,G241K,0.0028242155 +4898,G241K,0.0026871276 +4899,G241K,0.002598524 +4900,G241L,0.022112228 +4901,G241M,0.025580147 +4902,G241M,0.002693588 +4903,G241M,0.005796085 +4904,G241M,0.009967021 +4905,G241M,0.028570319 +4906,G241M,0.028546661 +4907,G241M,0.02058421 +4908,G241P,0.028211286 +4909,G241P,0.027281431 +4910,G241P,0.052958727 +4911,G241P,0.041725032 +4912,G241Q,0.004999282 +4913,G241R,0.003645964 +4914,G241R,0.0024012101 +4915,G241S,0.02768723 +4916,G241S,0.02180727 +4917,G241T,0.0060512377 +4918,G241T,0.007176507 +4919,G241T,0.0110482555 +4920,G241V,0.006128135 +4921,G241V,0.0029707018 +4922,G241V,0.0094182575 +4923,G241W,0.0008364246 +4924,G241W,0.0017845739 +4925,G241Y,0.001334879 +4926,G244A,0.006142237 +4927,G244C,0.0017650325 +4928,G244C,0.00153946 +4929,G244D,0.01922629 +4930,G244D,0.0133880405 +4931,G244D,0.001795699 +4932,G244F,0.00025988952 +4933,G244F,0.0016459876 +4934,G244H,0.0024444468 +4935,G244H,0.0021990377 +4936,G244H,0.0017379953 +4937,G244I,0.0005386468 +4938,G244I,0.00032763652 +4939,G244I,0.0008158258 +4940,G244K,9.071795e-05 +4941,G244K,0.0015688906 +4942,G244K,0.0005149925 +4943,G244L,0.00079274806 +4944,G244L,0.00393804 +4945,G244M,0.01901277 +4946,G244M,0.008661504 +4947,G244M,0.009301881 +4948,G244N,0.05811337 +4949,G244N,0.03755102 +4950,G244N,0.05711971 +4951,G244N,0.06816324 +4952,G244Q,0.015715621 +4953,G244Q,0.0043013063 +4954,G244R,0.004436692 +4955,G244S,0.005280017 +4956,G244T,4.1502542e-05 +4957,G244V,0.00064957415 +4958,G244V,0.0021003636 +4959,G244W,8.212129e-05 +4960,G244W,0.0003297541 +4961,G244Y,0.0031106677 +4962,G244Y,0.0003100496 +4963,G244Y,0.0011918569 +4964,G244Y,0.0013704234 +4965,G24C,6.2020576e-05 +4966,G24C,5.3256077e-05 +4967,G24C,0.0027736933 +4968,G24D,0.0001737543 +4969,G24H,0.0011580902 +4970,G24H,0.00047975816 +4971,G24H,0.00033099536 +4972,G24M,0.0022334512 +4973,G24M,0.0017700827 +4974,G24M,0.0026446884 +4975,G24N,2.3387906e-06 +4976,G24P,0.0010154052 +4977,G24P,2.7409946e-05 +4978,G24P,0.0009423349 +4979,G24S,0.0015249383 +4980,G24S,0.00039600176 +4981,G24S,0.0010530669 +4982,G24T,0.00040163254 +4983,G24T,2.2281467e-05 +4984,G24V,5.5829467e-05 +4985,G24V,0.000257549 +4986,G24V,0.00012348984 +4987,G24V,0.00023857251 +4988,G24V,6.897937e-05 +4989,G24V,0.0011642614 +4990,G264A,0.107493795 +4991,G264A,0.05466323 +4992,G264A,0.054774772 +4993,G264C,0.050180633 +4994,G264C,0.11058352 +4995,G264F,0.024353158 +4996,G264F,0.024465065 +4997,G264H,0.16734372 +4998,G264H,0.17607862 +4999,G264H,0.06543812 +5000,G264H,0.13484558 +5001,G264H,0.10033226 +5002,G264I,0.00038888957 +5003,G264K,0.11806901 +5004,G264M,0.086478494 +5005,G264M,0.120897084 +5006,G264M,0.06693007 +5007,G264P,0.0023636352 +5008,G264Q,0.07213576 +5009,G264R,0.14525199 +5010,G264R,0.06451458 +5011,G264R,0.24080563 +5012,G264S,0.041844252 +5013,G264S,0.064111345 +5014,G264T,0.015659982 +5015,G264T,0.018796343 +5016,G264V,0.0101547465 +5017,G264V,0.008014061 +5018,G264V,0.0068290397 +5019,G264V,0.0063187876 +5020,G264V,0.006245831 +5021,G264V,0.0063312426 +5022,G264V,0.004444025 +5023,G264W,0.008143229 +5024,G264W,0.0108780265 +5025,G264W,0.003066962 +5026,G264Y,0.019438464 +5027,G284A,0.0041239006 +5028,G284A,0.002749341 +5029,G284C,0.013313361 +5030,G284D,0.022298645 +5031,G284D,0.013985234 +5032,G284D,0.00959435 +5033,G284D,0.0082914075 +5034,G284E,0.014562669 +5035,G284E,0.0054910677 +5036,G284E,0.004838963 +5037,G284F,0.0071077733 +5038,G284F,0.0043325364 +5039,G284F,0.0047770236 +5040,G284I,0.0010789477 +5041,G284I,0.003958834 +5042,G284I,0.0013069113 +5043,G284K,0.0038765175 +5044,G284K,0.010202248 +5045,G284K,0.0025980675 +5046,G284L,0.0033740022 +5047,G284L,0.0009847897 +5048,G284L,0.00074376795 +5049,G284M,0.0011500971 +5050,G284M,0.007949576 +5051,G284M,0.0021182506 +5052,G284N,0.008101295 +5053,G284P,0.0013455802 +5054,G284P,5.293802e-05 +5055,G284P,0.0006009281 +5056,G284P,0.003679242 +5057,G284Q,0.010641771 +5058,G284Q,0.00816027 +5059,G284Q,0.0068601407 +5060,G284R,0.0009914448 +5061,G284S,0.011876883 +5062,G284T,0.00034143293 +5063,G284T,0.002729284 +5064,G284W,0.0022206218 +5065,G286A,0.052100625 +5066,G286C,0.035457056 +5067,G286C,0.0433731 +5068,G286D,0.016471265 +5069,G286D,0.018385602 +5070,G286E,0.025656367 +5071,G286E,0.02865008 +5072,G286F,0.0063841743 +5073,G286K,0.02582637 +5074,G286K,0.019157676 +5075,G286K,0.025043903 +5076,G286L,0.013770888 +5077,G286L,0.02042697 +5078,G286L,0.016842544 +5079,G286L,0.019875363 +5080,G286M,0.009755752 +5081,G286P,0.03085585 +5082,G286P,0.028384004 +5083,G286P,0.01640422 +5084,G286Q,0.014400888 +5085,G286Q,0.02654211 +5086,G286R,0.03480088 +5087,G286R,0.025898308 +5088,G286R,0.020795077 +5089,G286S,0.059187002 +5090,G286S,0.050368924 +5091,G286S,0.15858151 +5092,G286T,0.019492898 +5093,G286T,0.02444975 +5094,G286V,0.030657427 +5095,G286V,0.059823565 +5096,G286V,0.01831182 +5097,G286V,0.035304867 +5098,G286V,0.02681471 +5099,G286V,0.027330255 +5100,G286W,0.009664299 +5101,G286W,0.015880115 +5102,G286W,0.023150627 +5103,G286W,0.016314637 +5104,G286Y,0.003801586 +5105,G35C,0.005773526 +5106,G35C,0.007871072 +5107,G35C,0.0070429747 +5108,G35C,0.008295358 +5109,G35C,0.0064936783 +5110,G35C,0.010136003 +5111,G35C,0.004974508 +5112,G35C,0.002313575 +5113,G35D,0.012733355 +5114,G35D,0.012650501 +5115,G35E,0.0066113514 +5116,G35E,0.0076233186 +5117,G35E,0.008060858 +5118,G35E,0.007942462 +5119,G35F,0.0024927836 +5120,G35F,0.0045823636 +5121,G35F,0.0014758969 +5122,G35F,0.0012872608 +5123,G35H,0.0050584087 +5124,G35H,0.011444777 +5125,G35H,0.008262995 +5126,G35I,0.00030737033 +5127,G35I,0.00025302163 +5128,G35I,0.00028305463 +5129,G35I,0.0011000738 +5130,G35K,0.010297267 +5131,G35K,0.01922303 +5132,G35K,0.024098448 +5133,G35M,0.006467389 +5134,G35M,0.0055373083 +5135,G35N,0.020988867 +5136,G35N,0.008462444 +5137,G35N,0.019808743 +5138,G35N,0.03508058 +5139,G35P,8.90643e-07 +5140,G35P,0.00079989014 +5141,G35Q,0.00593973 +5142,G35Q,0.024338042 +5143,G35R,0.04635714 +5144,G35R,0.019776344 +5145,G35R,0.013225068 +5146,G35S,0.011462846 +5147,G35S,0.010850848 +5148,G35T,0.0010564354 +5149,G35V,0.00027335255 +5150,G35V,0.0006024619 +5151,G35W,0.00011936304 +5152,G35W,0.00016616531 +5153,G35W,0.0021309627 +5154,G35Y,0.0024740966 +5155,G35Y,0.0046004853 +5156,G35Y,0.0044342144 +5157,G50A,0.13776816 +5158,G50A,0.23410419 +5159,G50A,0.07692704 +5160,G50C,0.060384676 +5161,G50C,0.31379157 +5162,G50C,0.05406468 +5163,G50D,0.051616583 +5164,G50D,0.09673459 +5165,G50E,0.057297166 +5166,G50F,0.03904759 +5167,G50F,0.035630837 +5168,G50F,0.03982791 +5169,G50F,0.043964364 +5170,G50H,0.120064795 +5171,G50H,0.22125424 +5172,G50H,0.16805136 +5173,G50I,0.05914622 +5174,G50I,0.023314528 +5175,G50I,0.07477018 +5176,G50I,0.07852033 +5177,G50L,0.031891067 +5178,G50N,0.19418055 +5179,G50N,0.18075602 +5180,G50N,0.36655244 +5181,G50N,0.44180307 +5182,G50N,0.36634466 +5183,G50N,0.5979841 +5184,G50N,0.12566312 +5185,G50P,0.13796505 +5186,G50R,0.109357014 +5187,G50R,0.10999375 +5188,G50S,0.47556728 +5189,G50S,0.18584487 +5190,G50S,0.166531 +5191,G50S,0.15970029 +5192,G50S,0.60180926 +5193,G50V,0.24350108 +5194,G50V,0.2685929 +5195,G50V,0.0045296997 +5196,G50V,0.042117827 +5197,G50V,0.09720136 +5198,G50W,0.012923031 +5199,G50Y,0.034976535 +5200,G50Y,0.08163347 +5201,G50Y,0.056347344 +5202,G55A,0.014021695 +5203,G55C,0.001438886 +5204,G55C,0.00041248612 +5205,G55C,0.010198205 +5206,G55C,0.0006672104 +5207,G55D,0.00041233658 +5208,G55E,0.0023287593 +5209,G55E,0.004671668 +5210,G55F,0.001966348 +5211,G55F,0.0010237836 +5212,G55F,0.0014400285 +5213,G55F,0.00079019915 +5214,G55H,0.010957689 +5215,G55H,0.0055603613 +5216,G55I,0.0005715635 +5217,G55I,0.0027884163 +5218,G55I,0.0009122664 +5219,G55I,0.0014287175 +5220,G55I,0.0003701511 +5221,G55K,0.026403947 +5222,G55K,0.01536672 +5223,G55K,0.010936076 +5224,G55M,0.0013432435 +5225,G55M,0.0014519284 +5226,G55M,0.0004478535 +5227,G55M,0.0012748945 +5228,G55N,0.0034393119 +5229,G55N,0.0062464047 +5230,G55Q,0.0063023563 +5231,G55Q,0.0021995297 +5232,G55Q,0.0043367273 +5233,G55Q,0.0046664025 +5234,G55Q,0.0018018398 +5235,G55S,0.0032247922 +5236,G55V,0.0040930645 +5237,G55V,0.0036174133 +5238,G55W,0.0010455091 +5239,G55Y,0.0011622643 +5240,G55Y,0.0014873116 +5241,G55Y,0.0035459069 +5242,G87A,0.090265304 +5243,G87A,0.055096306 +5244,G87A,0.00489925 +5245,G87C,0.08396756 +5246,G87C,0.048595592 +5247,G87C,0.11738514 +5248,G87D,0.25888434 +5249,G87D,0.12424433 +5250,G87D,0.12165885 +5251,G87D,0.20981054 +5252,G87E,0.09397711 +5253,G87F,0.10397879 +5254,G87F,0.03827355 +5255,G87H,0.07136459 +5256,G87H,0.06193084 +5257,G87I,0.046513516 +5258,G87I,0.13848864 +5259,G87I,0.049971703 +5260,G87K,0.055157874 +5261,G87L,0.10620692 +5262,G87L,0.053341214 +5263,G87M,0.12099657 +5264,G87M,0.06562579 +5265,G87N,0.12777121 +5266,G87N,0.07890398 +5267,G87N,0.09318053 +5268,G87P,0.05440012 +5269,G87P,0.03430001 +5270,G87P,0.053885024 +5271,G87P,0.014085657 +5272,G87P,0.021350643 +5273,G87Q,0.28436148 +5274,G87Q,0.14822875 +5275,G87R,0.13755111 +5276,G87R,0.15052857 +5277,G87S,0.03547848 +5278,G87S,0.21333015 +5279,G87S,0.0438449 +5280,G87S,0.19395615 +5281,G87Y,0.13521378 +5282,H154C,0.22635414 +5283,H154D,0.0019772039 +5284,H154D,0.0047405153 +5285,H154D,0.0066153696 +5286,H154E,0.030284902 +5287,H154E,0.025501573 +5288,H154E,0.015774976 +5289,H154E,0.017709248 +5290,H154E,0.025179394 +5291,H154F,0.13068153 +5292,H154F,0.06590683 +5293,H154F,0.17463042 +5294,H154F,0.10194882 +5295,H154F,0.08437593 +5296,H154I,0.47663358 +5297,H154I,0.29910788 +5298,H154I,0.23564586 +5299,H154I,0.3353507 +5300,H154I,0.23579419 +5301,H154I,0.21414934 +5302,H154I,0.3468163 +5303,H154I,0.38215947 +5304,H154L,0.12153036 +5305,H154L,0.029844284 +5306,H154L,0.09715109 +5307,H154L,0.10269961 +5308,H154M,0.15013796 +5309,H154M,0.093500234 +5310,H154M,0.16720548 +5311,H154N,0.01991738 +5312,H154N,0.14419048 +5313,H154N,0.052004207 +5314,H154N,0.392003 +5315,H154N,0.06316753 +5316,H154N,0.11578257 +5317,H154N,0.11737427 +5318,H154P,0.0012737528 +5319,H154Q,0.1708851 +5320,H154R,0.0029751938 +5321,H154R,0.0009566329 +5322,H154S,0.07401093 +5323,H154S,0.43417647 +5324,H154S,0.26722315 +5325,H154S,0.5260049 +5326,H154S,0.28294477 +5327,H154S,0.3133798 +5328,H154S,0.21415229 +5329,H154S,0.2616751 +5330,H154S,0.48149052 +5331,H154T,0.23969713 +5332,H154T,0.2599588 +5333,H154T,0.41962734 +5334,H154T,0.1755057 +5335,H154T,0.35395855 +5336,H154T,0.42746744 +5337,H154T,0.34000492 +5338,H154T,0.5061877 +5339,H154V,0.40516648 +5340,H154V,0.7690123 +5341,H154V,0.6821003 +5342,H154V,0.5713598 +5343,H154V,0.48352537 +5344,H154V,0.7168635 +5345,H154V,0.6646019 +5346,H154V,0.44230497 +5347,H154W,0.11448649 +5348,H154Y,0.020751279 +5349,H183E,0.033416573 +5350,H183F,0.041446984 +5351,H183G,0.04637212 +5352,H183G,0.030066352 +5353,H183I,0.031623166 +5354,H183Q,0.045415323 +5355,H183S,0.14983097 +5356,H183S,0.09371835 +5357,H183S,0.15102486 +5358,H183V,0.018786907 +5359,H230D,0.075359315 +5360,H230D,0.10918131 +5361,H230E,0.026189262 +5362,H230E,0.04406658 +5363,H230E,0.029752873 +5364,H230F,0.12377844 +5365,H230F,0.06292854 +5366,H230F,0.21137236 +5367,H230G,0.07010536 +5368,H230G,0.060153503 +5369,H230G,0.087113395 +5370,H230I,0.051661193 +5371,H230I,0.036248554 +5372,H230I,0.12651518 +5373,H230K,0.059352145 +5374,H230K,0.050335333 +5375,H230K,0.024519484 +5376,H230L,0.116552785 +5377,H230L,0.07841041 +5378,H230M,0.12565331 +5379,H230N,0.11572796 +5380,H230N,0.07224751 +5381,H230N,0.09664177 +5382,H230P,0.012361789 +5383,H230P,0.020228412 +5384,H230P,0.021159671 +5385,H230P,0.022461288 +5386,H230Q,0.15191458 +5387,H230Q,0.10028664 +5388,H230R,0.006321334 +5389,H230R,0.039452083 +5390,H230T,0.17217548 +5391,H230T,0.16608515 +5392,H230T,0.086229466 +5393,H230V,0.10052003 +5394,H230V,0.08917417 +5395,H230V,0.09636439 +5396,H230W,0.021879243 +5397,H230W,0.06123933 +5398,H230Y,0.16086468 +5399,H230Y,0.2061282 +5400,H255A,0.032409184 +5401,H255C,0.053118367 +5402,H255C,0.059423223 +5403,H255D,0.07782533 +5404,H255D,0.03841169 +5405,H255D,0.059273638 +5406,H255E,0.0012239577 +5407,H255E,0.0032088326 +5408,H255E,0.004153658 +5409,H255E,0.001078585 +5410,H255F,0.009847236 +5411,H255G,0.012511596 +5412,H255G,0.020936886 +5413,H255K,0.013843726 +5414,H255K,0.00822913 +5415,H255K,0.0057871705 +5416,H255L,0.0022373616 +5417,H255N,0.10616378 +5418,H255N,0.09692625 +5419,H255Q,0.0047307047 +5420,H255R,0.00047137996 +5421,H255S,0.029308748 +5422,H255W,0.00088290946 +5423,H255Y,0.002288538 +5424,H255Y,0.0035415967 +5425,H266A,0.03012396 +5426,H266A,0.028002542 +5427,H266A,0.032370493 +5428,H266C,0.02521716 +5429,H266C,0.04909689 +5430,H266D,0.04257029 +5431,H266D,0.017710105 +5432,H266E,0.009697544 +5433,H266G,0.020089617 +5434,H266G,0.021823606 +5435,H266L,0.010384925 +5436,H266L,0.020607697 +5437,H266L,0.014873922 +5438,H266M,0.02248539 +5439,H266N,0.084434494 +5440,H266N,0.07838216 +5441,H266N,0.05742363 +5442,H266N,0.08028286 +5443,H266P,0.0030108297 +5444,H266Q,0.0224787 +5445,H266Q,0.030497583 +5446,H266Q,0.03493674 +5447,H266R,0.0037592568 +5448,H266R,0.0008930843 +5449,H266R,0.003964807 +5450,H266R,0.0035647927 +5451,H266R,0.00093639543 +5452,H266S,0.0520179 +5453,H266S,0.061809823 +5454,H266S,0.032098223 +5455,H266T,0.0112640755 +5456,H266T,0.027504297 +5457,H266V,0.0021871112 +5458,H266Y,0.019492239 +5459,H266Y,0.020541502 +5460,H266Y,0.017872235 +5461,H271A,0.1261997 +5462,H271A,0.10883041 +5463,H271A,0.14275296 +5464,H271A,0.05519276 +5465,H271C,0.04207137 +5466,H271C,0.030160397 +5467,H271C,0.15751903 +5468,H271C,0.03955215 +5469,H271D,0.05041367 +5470,H271D,0.055992745 +5471,H271D,0.038949262 +5472,H271E,0.035994522 +5473,H271E,0.113908164 +5474,H271F,0.055623893 +5475,H271F,0.034037095 +5476,H271I,0.09297238 +5477,H271I,0.03597566 +5478,H271K,0.106259994 +5479,H271K,0.11811671 +5480,H271K,0.14651531 +5481,H271L,0.09503434 +5482,H271L,0.07369957 +5483,H271L,0.09142738 +5484,H271L,0.050438147 +5485,H271L,0.054026287 +5486,H271L,0.015611604 +5487,H271M,0.085368074 +5488,H271N,0.058012538 +5489,H271N,0.08091033 +5490,H271N,0.075634085 +5491,H271P,0.00074941147 +5492,H271Q,0.19361609 +5493,H271Q,0.15218794 +5494,H271Q,0.11102662 +5495,H271R,0.53609407 +5496,H271R,0.3664735 +5497,H271R,0.13000248 +5498,H271V,0.062101133 +5499,H271V,0.11579643 +5500,H271W,0.117595874 +5501,H271W,0.11716607 +5502,H271Y,0.053138334 +5503,H285A,0.011608657 +5504,H285A,0.009630464 +5505,H285A,0.014692113 +5506,H285C,0.017263442 +5507,H285D,0.0092312405 +5508,H285D,0.014457718 +5509,H285D,0.0043681893 +5510,H285E,0.006046383 +5511,H285E,0.0029241124 +5512,H285E,0.0031492133 +5513,H285F,0.032854352 +5514,H285G,0.009672618 +5515,H285I,0.00052806677 +5516,H285I,0.0021887277 +5517,H285K,0.027175773 +5518,H285K,0.044004 +5519,H285L,0.10610349 +5520,H285L,0.051108956 +5521,H285L,0.068170495 +5522,H285L,0.053018324 +5523,H285L,0.06753562 +5524,H285L,0.034518078 +5525,H285M,0.020836938 +5526,H285M,0.012835544 +5527,H285N,0.03679209 +5528,H285N,0.024261946 +5529,H285Q,0.010261583 +5530,H285Q,0.017789531 +5531,H285R,0.024617912 +5532,H285R,0.005715725 +5533,H285S,0.026541283 +5534,H285S,0.02658093 +5535,H285S,0.016775198 +5536,H285T,0.0031303144 +5537,H285V,0.0023136812 +5538,H285V,0.003732335 +5539,H285W,0.05753722 +5540,H285Y,0.056824826 +5541,H288A,0.03747662 +5542,H288A,0.07293971 +5543,H288A,0.10445033 +5544,H288A,0.042112056 +5545,H288C,0.0667629 +5546,H288C,0.09750783 +5547,H288D,0.08022345 +5548,H288E,0.038549315 +5549,H288E,0.106762104 +5550,H288E,0.08641384 +5551,H288G,0.015959958 +5552,H288K,0.05109794 +5553,H288L,0.043959435 +5554,H288L,0.08669281 +5555,H288M,0.039192744 +5556,H288M,0.036911514 +5557,H288N,0.05396054 +5558,H288S,0.06788292 +5559,H288S,0.10302854 +5560,H288T,0.007614552 +5561,H288T,0.009404118 +5562,H288V,0.0019771187 +5563,H288W,0.010063262 +5564,H288W,0.036437884 +5565,H288Y,0.045042295 +5566,H288Y,0.023781734 +5567,H36C,0.008238787 +5568,H36D,0.00037612664 +5569,H36D,0.00065251155 +5570,H36D,0.001320403 +5571,H36G,0.0041100807 +5572,H36G,0.000102636855 +5573,H36I,0.015798014 +5574,H36I,0.013178262 +5575,H36I,0.014513014 +5576,H36I,0.020810068 +5577,H36K,0.0014551249 +5578,H36L,0.004653902 +5579,H36L,0.0025353588 +5580,H36L,0.0054541337 +5581,H36M,0.0031930741 +5582,H36M,0.0029462099 +5583,H36N,0.003339164 +5584,H36P,0.00095489237 +5585,H36P,0.00031536983 +5586,H36Q,0.0055363863 +5587,H36Q,0.0015164778 +5588,H36Q,0.0025146198 +5589,H36R,0.006023802 +5590,H36R,0.0070557045 +5591,H36R,0.0021586863 +5592,H36R,0.0059441677 +5593,H36R,0.0017282197 +5594,H36R,0.0032095097 +5595,V281R,0.032072183 +5596,V281R,0.018433336 +5597,H36S,0.011294831 +5598,H36S,0.0045561204 +5599,H36T,0.013086135 +5600,H36T,0.016081037 +5601,H36T,0.00818466 +5602,H36V,0.017018868 +5603,H36V,0.016522521 +5604,H36V,0.0049569374 +5605,H36V,0.01277596 +5606,H36W,0.0048390315 +5607,H36W,0.006233819 +5608,H36W,0.005490556 +5609,H36Y,0.010948102 +5610,H4D,0.051562093 +5611,H4E,0.07731161 +5612,H4F,0.12997432 +5613,H4K,0.11302401 +5614,H4K,0.04981197 +5615,H4L,0.055799365 +5616,H4M,0.03925013 +5617,H4M,0.11321759 +5618,H4N,0.039843462 +5619,H4P,0.05342816 +5620,H4V,0.07446163 +5621,H4V,0.0827205 +5622,H4V,0.09514508 +5623,H4V,0.022523804 +5624,H4V,0.037646685 +5625,I128A,0.09615745 +5626,I128A,0.06744099 +5627,I128A,0.13733901 +5628,I128A,0.17041649 +5629,I128A,0.046834923 +5630,I128C,0.2258275 +5631,I128C,0.17633696 +5632,I128C,0.11726532 +5633,I128C,0.13515235 +5634,I128D,0.0015873974 +5635,I128D,0.00048628802 +5636,I128D,0.00087121135 +5637,I128D,0.00024578327 +5638,I128D,0.00082149747 +5639,I128D,0.0001412844 +5640,I128E,0.00037041 +5641,I128E,0.00085976504 +5642,I128E,0.0011917981 +5643,I128E,2.8168948e-05 +5644,I128E,0.0014777195 +5645,I128E,0.00030003363 +5646,I128E,0.00091879483 +5647,I128F,0.00087728695 +5648,I128F,0.00082623045 +5649,I128F,0.0013020085 +5650,I128F,0.00046234604 +5651,I128F,0.00020587121 +5652,I128H,0.0023862286 +5653,I128H,0.0021517347 +5654,I128K,0.00169042 +5655,I128K,0.00046507156 +5656,I128K,0.0012121957 +5657,I128L,0.0010133927 +5658,I128L,0.0023503979 +5659,I128L,0.004611646 +5660,I128M,0.0046713497 +5661,I128M,0.011042029 +5662,I128M,0.006063067 +5663,I128M,0.0042620176 +5664,I128M,0.0036504425 +5665,I128M,0.0038075857 +5666,I128M,0.0027272284 +5667,I128M,0.0045989514 +5668,I128N,0.0035775797 +5669,I128N,0.0020118195 +5670,I128P,0.003081994 +5671,I128P,0.0091867875 +5672,I128P,0.006254362 +5673,I128P,0.007845361 +5674,I128Q,0.0007560344 +5675,I128Q,0.003522313 +5676,I128Q,0.003149874 +5677,I128Q,0.0014884468 +5678,I128Q,0.0005478996 +5679,I128R,0.0007903289 +5680,I128R,0.00065293047 +5681,I128S,0.008253452 +5682,I128S,0.009016098 +5683,I128T,0.0100924615 +5684,I128T,0.01894671 +5685,I128T,0.010863538 +5686,I128T,0.006172787 +5687,I128T,0.017201731 +5688,I128T,0.018103246 +5689,I128V,0.077038266 +5690,I128V,0.18017901 +5691,I128V,0.07782285 +5692,I128V,0.16587736 +5693,I128V,0.13590187 +5694,I128W,0.0010053436 +5695,I128W,3.8518505e-05 +5696,I128Y,0.0011391531 +5697,I128Y,0.0011737123 +5698,I128Y,0.00041575107 +5699,I128Y,0.00061650184 +5700,I128Y,0.00036856224 +5701,I128Y,0.0025048633 +5702,I128Y,0.00016718167 +5703,I128Y,0.00034368504 +5704,I212A,0.2327429 +5705,I212A,0.31279013 +5706,I212C,0.26939613 +5707,I212C,0.31812337 +5708,I212E,0.33093947 +5709,I212E,0.5128188 +5710,I212E,0.40441406 +5711,I212F,0.043669526 +5712,I212F,0.14597464 +5713,I212F,0.063857876 +5714,I212F,0.022991853 +5715,I212G,0.18570323 +5716,I212H,0.2705134 +5717,I212H,0.23313327 +5718,I212K,0.23034641 +5719,I212K,0.48124465 +5720,I212L,0.08154257 +5721,I212L,0.08593512 +5722,I212L,0.013222475 +5723,I212M,0.42330042 +5724,I212M,0.3608727 +5725,I212M,0.20446661 +5726,I212M,0.38139805 +5727,I212N,0.42000666 +5728,I212N,0.37999684 +5729,I212N,0.33776262 +5730,I212P,0.0106477095 +5731,I212P,0.01588235 +5732,I212P,0.024021624 +5733,I212Q,0.7660887 +5734,I212Q,0.017249314 +5735,I212Q,0.023069745 +5736,I212Q,0.07910585 +5737,I212Q,0.28536636 +5738,I212Q,0.10517503 +5739,I212S,0.33854237 +5740,I212S,0.28224793 +5741,I212T,0.299361 +5742,I212V,0.38169676 +5743,I212V,0.25240824 +5744,I212W,0.016320558 +5745,I256C,0.033116408 +5746,I256C,0.03889632 +5747,I256D,0.0032564888 +5748,I256D,0.0006343347 +5749,I256D,0.0015046081 +5750,I256E,0.00013117338 +5751,I256E,0.00027465646 +5752,I256F,0.0007452694 +5753,I256F,0.00076352456 +5754,I256F,0.001434677 +5755,I256H,0.0047311806 +5756,I256K,0.0027341451 +5757,I256K,0.00468503 +5758,I256K,0.00063556986 +5759,I256K,0.0014178575 +5760,I256K,0.0022717065 +5761,I256L,0.0003815359 +5762,I256M,0.015318591 +5763,I256N,0.001045592 +5764,I256N,0.00019802924 +5765,I256Q,0.0023771692 +5766,I256R,0.00073953264 +5767,I256S,0.001500971 +5768,I256S,0.004643744 +5769,I256T,0.011262649 +5770,I256T,0.013887348 +5771,I256T,0.023856297 +5772,I256T,0.026358807 +5773,I256T,0.06851711 +5774,I256T,0.02340275 +5775,I256V,0.032222643 +5776,I256V,0.061854225 +5777,I256V,0.06521219 +5778,I256W,0.0007016908 +5779,I256Y,0.0005673303 +5780,I62A,0.049300436 +5781,I62A,0.12607472 +5782,I62A,0.058371738 +5783,I62C,0.021764938 +5784,I62C,0.023119107 +5785,I62D,0.0013201499 +5786,I62D,4.442464e-05 +5787,I62F,0.0016428619 +5788,I62F,0.0011687188 +5789,I62F,0.0037552214 +5790,I62F,0.0011881003 +5791,I62F,0.0011725659 +5792,I62F,0.0017589066 +5793,I62F,0.0019780814 +5794,I62F,0.0023960494 +5795,I62G,0.0010423119 +5796,I62G,0.0011848013 +5797,I62G,0.0016772071 +5798,I62G,0.00046003607 +5799,I62H,0.00021611086 +5800,I62H,0.0005388676 +5801,I62H,0.00097583944 +5802,I62H,0.0024865568 +5803,I62K,0.0010651972 +5804,I62K,0.008642391 +5805,I62K,0.003320021 +5806,I62L,0.063192606 +5807,I62L,0.044904917 +5808,I62M,0.035792533 +5809,I62M,0.02738708 +5810,I62N,0.0019438759 +5811,I62N,0.005860291 +5812,I62N,0.0013169312 +5813,I62P,0.04904191 +5814,I62P,0.03474969 +5815,I62Q,0.008574403 +5816,I62Q,0.012460082 +5817,I62Q,0.004834144 +5818,I62T,0.033190325 +5819,I62T,0.02996582 +5820,I62V,0.11733799 +5821,I62V,0.5554795 +5822,I62W,0.0021056556 +5823,I73A,0.00028364875 +5824,I73A,0.0013250845 +5825,I73A,0.0009882934 +5826,I73A,0.0011614802 +5827,I73C,0.003272133 +5828,I73C,0.0036203119 +5829,I73C,0.002596131 +5830,I73C,0.0021160457 +5831,I73C,0.0032975671 +5832,I73C,0.0041830973 +5833,I73D,0.0004580947 +5834,I73D,0.0005631829 +5835,I73D,0.0023434986 +5836,I73D,0.0006355095 +5837,I73F,0.02361726 +5838,I73F,0.01664762 +5839,I73F,0.026304174 +5840,I73F,0.018464584 +5841,I73G,0.0009459889 +5842,I73G,0.00077817234 +5843,I73H,0.009101491 +5844,I73H,0.0021279664 +5845,I73K,0.0014416883 +5846,I73L,0.029486537 +5847,I73L,0.04787518 +5848,I73M,0.037852827 +5849,I73N,0.0010409988 +5850,I73N,0.0009331873 +5851,I73N,0.00024056577 +5852,I73N,0.0013602079 +5853,I73P,0.0016526065 +5854,I73P,0.0004529192 +5855,I73P,0.00039758979 +5856,I73P,0.0013583322 +5857,I73Q,0.0010634741 +5858,I73Q,0.0005104144 +5859,I73Q,0.0014638725 +5860,I73R,0.0012942716 +5861,I73R,0.00017324815 +5862,I73R,0.0002034585 +5863,I73R,0.0005432275 +5864,I73S,7.922131e-05 +5865,I73S,0.0002508894 +5866,I73T,0.0012255467 +5867,I73T,0.00010789147 +5868,I73T,0.0021286772 +5869,I73V,0.058874782 +5870,I73V,0.050160125 +5871,I73V,0.04014151 +5872,K236A,0.37880605 +5873,K236C,0.066548966 +5874,K236D,0.19749662 +5875,K236D,0.17896123 +5876,K236D,0.10287728 +5877,K236D,0.2095241 +5878,K236D,0.08575634 +5879,K236E,0.06658798 +5880,K236E,0.1700021 +5881,K236F,0.07268754 +5882,K236G,0.105583504 +5883,K236G,0.10482927 +5884,K236H,0.13136798 +5885,K236H,0.20062426 +5886,K236H,0.33076847 +5887,K236I,0.09126508 +5888,K236I,0.06859954 +5889,K236L,0.17767093 +5890,K236M,0.10544533 +5891,K236M,0.07400158 +5892,K236N,0.27975637 +5893,K236P,0.0019310085 +5894,K236R,0.06959812 +5895,K236R,0.14432022 +5896,K236R,0.21814951 +5897,K236R,0.4027638 +5898,K236R,0.07163445 +5899,K236R,0.06838204 +5900,K236S,0.04370434 +5901,K236S,0.36846444 +5902,K236S,0.25698167 +5903,K236S,0.018409152 +5904,K236S,0.089104384 +5905,K236S,2.5598974e-05 +5906,K236S,0.11799302 +5907,K236T,0.2760432 +5908,K236V,0.09750988 +5909,K236V,0.18533613 +5910,K236W,0.047491718 +5911,K236W,0.04235854 +5912,K236W,0.08866112 +5913,K236Y,0.20796931 +5914,K236Y,0.0883931 +5915,K298E,0.0014066454 +5916,K298R,0.16637062 +5917,K298T,0.022747774 +5918,K34A,0.100264564 +5919,K34A,0.1070243 +5920,K34A,0.10495546 +5921,K34A,0.038912077 +5922,K34A,0.0310932 +5923,K34A,0.089662686 +5924,K34A,0.08228459 +5925,K34D,0.024595845 +5926,K34E,0.02865649 +5927,K34E,0.01458175 +5928,K34F,0.0077445875 +5929,K34F,0.0071700676 +5930,K34F,0.0019620971 +5931,K34F,0.008900003 +5932,K34G,0.04196912 +5933,K34G,0.05891499 +5934,K34H,0.06021294 +5935,K34H,0.046989363 +5936,K34N,0.19207573 +5937,K34P,0.00048047857 +5938,K34P,0.00082970917 +5939,K34P,0.0011763093 +5940,K34P,0.0009669479 +5941,K34P,0.001091137 +5942,K34Q,0.053365868 +5943,K34Q,0.05172086 +5944,K34R,0.17647564 +5945,K34S,0.018072762 +5946,K34T,0.018734287 +5947,K34T,0.02870923 +5948,K34V,0.0068907104 +5949,K34V,0.013349535 +5950,K34W,0.000601301 +5951,K34Y,0.0003982252 +5952,L101C,0.02249613 +5953,L101C,0.0030324704 +5954,L101C,0.02174833 +5955,L101C,0.04244142 +5956,L101C,0.016830644 +5957,L101C,0.0038621498 +5958,L101C,0.001380729 +5959,L101D,0.00093766884 +5960,L101D,0.00026593893 +5961,L101D,0.002591532 +5962,L101D,0.0015555015 +5963,L101E,0.0045538163 +5964,L101E,0.00059342326 +5965,L101E,0.00036641432 +5966,L101E,0.0016595493 +5967,L101E,0.0010244183 +5968,L101E,0.0015506719 +5969,L101E,0.0029552656 +5970,L101F,0.06968589 +5971,L101F,0.0063082217 +5972,L101F,0.014440044 +5973,L101F,0.09111469 +5974,L101F,0.44435117 +5975,L101F,0.012969263 +5976,L101F,5.026579e-06 +5977,L101F,3.2405034e-05 +5978,L101F,0.017121974 +5979,L101F,0.28065112 +5980,L101G,8.255833e-05 +5981,L101G,0.0005805057 +5982,L101G,9.562066e-05 +5983,L101G,0.00025735644 +5984,L101G,0.00042838632 +5985,L101G,0.00047470286 +5986,L101G,0.0003669135 +5987,L101H,0.0064376607 +5988,L101H,0.0051809726 +5989,L101H,0.0018780364 +5990,L101H,0.015806261 +5991,L101H,0.004264794 +5992,L101H,0.00012417021 +5993,L101H,0.004893317 +5994,L101H,0.0021454492 +5995,L101I,0.00040510073 +5996,L101I,0.0021199442 +5997,L101I,0.0010521008 +5998,L101K,7.817178e-06 +5999,L101K,0.033221632 +6000,L101K,0.0062152157 +6001,L101K,0.028802063 +6002,L101K,0.014946307 +6003,L101M,0.023220938 +6004,L101M,0.079562575 +6005,L101M,0.13125332 +6006,L101M,0.0032882118 +6007,L101M,0.08360754 +6008,L101N,0.0016756263 +6009,L101N,0.0034501317 +6010,L101N,0.0008723656 +6011,L101N,0.002768048 +6012,L101N,5.721251e-05 +6013,L101N,0.00081656117 +6014,L101N,0.00013097243 +6015,L101N,0.0016091843 +6016,L101N,0.0034820093 +6017,L101N,0.0016557054 +6018,L101P,7.0812755e-05 +6019,L101P,0.005795955 +6020,L101P,0.000530575 +6021,L101P,0.010166339 +6022,L101P,0.0009548365 +6023,L101P,0.00017221778 +6024,L101P,0.0007552606 +6025,L101P,0.007210796 +6026,L101P,0.0062182955 +6027,L101P,0.0016248644 +6028,L101Q,0.00056326203 +6029,L101Q,0.0012028844 +6030,L101Q,0.002097627 +6031,L101Q,0.0023507727 +6032,L101Q,0.0039549256 +6033,L101Q,0.0011543551 +6034,L101Q,0.00011379586 +6035,L101Q,0.0019231603 +6036,L101R,0.0069070975 +6037,L101R,0.0017295982 +6038,L101R,0.0018472283 +6039,L101R,0.0003870535 +6040,L101R,0.0014092108 +6041,L101R,0.0009285101 +6042,L101R,0.000100715486 +6043,L101R,0.0078389235 +6044,L101R,0.0009520302 +6045,L101R,0.00136412 +6046,L101S,0.00037954986 +6047,L101S,0.0008549522 +6048,L101S,0.00084522873 +6049,L101S,0.00050747953 +6050,L101S,0.00074228185 +6051,L101T,0.002778039 +6052,L101T,0.009966269 +6053,L101T,0.0023250505 +6054,L101T,0.0027317763 +6055,L101T,0.005246357 +6056,L101V,0.00818456 +6057,L101V,0.0049646734 +6058,L101V,0.009208988 +6059,L101V,0.0069945655 +6060,L101V,0.0059093377 +6061,L101V,0.006979743 +6062,L101W,1.3400889e-06 +6063,L101W,0.0024058528 +6064,L101W,0.001037198 +6065,L101W,0.007507887 +6066,L101W,0.0030526908 +6067,L101W,0.0011668667 +6068,L101W,0.0007383821 +6069,L101W,0.0013361727 +6070,L101W,0.02438475 +6071,L101W,0.0068240664 +6072,L101Y,0.048783455 +6073,L101Y,0.00019362898 +6074,L101Y,0.17570637 +6075,L101Y,0.006113917 +6076,L101Y,0.011359693 +6077,L101Y,0.05129663 +6078,L119A,0.1748344 +6079,L119A,0.42939714 +6080,L119A,0.23995411 +6081,L119C,0.10578334 +6082,L119C,0.08307161 +6083,L119C,0.0042415615 +6084,L119C,0.18302768 +6085,L119D,0.013531359 +6086,L119D,0.008378794 +6087,L119D,0.0085976245 +6088,L119D,0.024156375 +6089,L119D,0.008346212 +6090,L119D,0.0021957061 +6091,L119E,0.018725019 +6092,L119E,0.04241968 +6093,L119E,0.0111198295 +6094,L119E,0.1419513 +6095,L119E,0.031357143 +6096,L119E,0.015048923 +6097,L119E,0.032779228 +6098,L119E,0.12358659 +6099,L119E,0.0025004924 +6100,L119E,0.17224117 +6101,L119F,0.0013943312 +6102,L119F,0.1989683 +6103,L119F,0.020454165 +6104,L119F,0.024430111 +6105,L119F,0.011892244 +6106,L119F,0.22128311 +6107,L119F,4.4994496e-05 +6108,L119F,0.0021370428 +6109,L119F,0.2608648 +6110,L119G,0.059001002 +6111,L119G,0.19441135 +6112,L119G,0.22626892 +6113,L119G,0.14564876 +6114,L119G,0.36193353 +6115,L119G,0.3434956 +6116,L119G,0.023029447 +6117,L119G,0.44294316 +6118,L119G,0.32176933 +6119,L119H,0.09803735 +6120,L119H,0.70586634 +6121,L119H,0.09840134 +6122,L119H,0.05463848 +6123,L119H,0.42142382 +6124,L119H,0.02993217 +6125,L119H,0.47623625 +6126,L119I,0.07452545 +6127,L119I,9.347766e-05 +6128,L119I,0.014479609 +6129,L119I,0.05265553 +6130,L119I,1.3052246e-06 +6131,L119I,0.2226965 +6132,L119I,0.009925729 +6133,L119I,0.00047591684 +6134,L119I,0.04987525 +6135,L119I,0.5426585 +6136,L119K,0.012157881 +6137,L119K,0.07093357 +6138,L119M,0.051830202 +6139,L119M,0.06713275 +6140,L119M,0.26443976 +6141,L119M,0.23933066 +6142,L119M,0.026775597 +6143,L119M,0.044459138 +6144,L119M,0.27778593 +6145,L119M,0.48909774 +6146,L119M,0.02077633 +6147,L119M,0.31321082 +6148,L119N,0.22835481 +6149,L119N,0.0547786 +6150,L119P,0.0037142672 +6151,L119P,0.0016064363 +6152,L119P,0.008185105 +6153,L119P,0.0059808004 +6154,L119Q,0.096238434 +6155,L119Q,0.033435427 +6156,L119Q,0.42823017 +6157,L119Q,0.0051847165 +6158,L119Q,0.098605685 +6159,L119Q,0.101303354 +6160,L119Q,0.00015895376 +6161,L119Q,0.02137048 +6162,L119R,0.08260941 +6163,L119R,0.38394353 +6164,L119R,0.20367754 +6165,L119R,0.08937195 +6166,L119R,0.055669826 +6167,L119R,0.08118098 +6168,L119S,0.028532997 +6169,L119S,0.02861407 +6170,L119S,0.027778704 +6171,L119S,0.015655536 +6172,L119S,0.021447515 +6173,L119S,0.05805843 +6174,L119T,0.044282652 +6175,L119T,0.083527714 +6176,L119T,0.17417629 +6177,L119T,0.13675168 +6178,L119V,0.0025265063 +6179,L119V,0.6255789 +6180,L119V,0.2564175 +6181,L119V,0.36327112 +6182,L119V,0.07631291 +6183,L119V,0.12423722 +6184,L119V,0.3518498 +6185,L119V,0.01603199 +6186,L119V,0.30216703 +6187,L119V,0.7840325 +6188,L119W,0.12432711 +6189,L119W,0.02538664 +6190,L119W,0.035762075 +6191,L119W,0.0062645185 +6192,L119W,0.10590625 +6193,L119Y,0.09418704 +6194,L119Y,0.14864117 +6195,L119Y,0.18207729 +6196,L119Y,0.040053234 +6197,L119Y,0.21130796 +6198,L119Y,0.109015696 +6199,L124A,0.002010417 +6200,L124A,0.0029896167 +6201,L124A,0.0012922111 +6202,L124A,0.00171485 +6203,L124A,0.004648981 +6204,L124G,0.0010102579 +6205,L124G,0.00032268837 +6206,L124G,0.0010453272 +6207,L124H,0.0024458766 +6208,L124I,0.020275224 +6209,L124I,0.039795123 +6210,L124I,0.04593041 +6211,L124I,0.022288013 +6212,L124I,0.080588624 +6213,L124I,0.087955505 +6214,L124I,0.099227175 +6215,L124I,0.13266158 +6216,L124I,0.12595509 +6217,L124I,0.037769757 +6218,L124K,0.0022991563 +6219,L124K,0.0029547745 +6220,L124K,0.00081412145 +6221,L124K,0.0010276297 +6222,L124M,0.040352523 +6223,L124M,0.09852499 +6224,L124M,0.08994941 +6225,L124M,0.044200607 +6226,L124M,0.049421176 +6227,L124N,0.0017770574 +6228,L124P,0.00052360364 +6229,L124P,0.00030074723 +6230,L124P,0.002009343 +6231,L124P,0.0017428229 +6232,L124P,0.0010221814 +6233,L124Q,0.0028949138 +6234,L124R,0.00038159944 +6235,L124R,0.0003418399 +6236,L124R,0.0020126263 +6237,L124R,0.0022956978 +6238,L124R,0.0020226308 +6239,L124R,0.0025176727 +6240,L124R,0.0013060005 +6241,L124R,0.0023211895 +6242,L124S,0.0009163772 +6243,L124S,0.0003184583 +6244,L124S,0.0017561947 +6245,L124S,0.002241095 +6246,L124T,0.003020833 +6247,L124T,0.00017847202 +6248,L124T,0.0014520569 +6249,L124T,0.0010388278 +6250,L124V,0.013107026 +6251,L124V,0.021437248 +6252,L124V,0.0193361 +6253,L124V,0.0071001006 +6254,L124W,0.0061311475 +6255,L124Y,0.0015672952 +6256,L124Y,0.0030916708 +6257,L124Y,0.0018197763 +6258,L124Y,0.0006893474 +6259,L124Y,0.0007370336 +6260,L134C,0.2173625 +6261,L134C,0.100830965 +6262,L134C,0.1851816 +6263,L134C,0.18592891 +6264,L134E,0.17818722 +6265,L134F,0.09698985 +6266,L134F,0.20365168 +6267,L134G,0.05873603 +6268,L134G,0.058658466 +6269,L134H,0.16560873 +6270,L134K,0.16102396 +6271,L134K,0.17249383 +6272,L134K,0.21325874 +6273,L134K,0.10923598 +6274,L134K,0.26759133 +6275,L134N,0.08274428 +6276,L134P,0.03816629 +6277,L134P,0.0069923983 +6278,L134Q,0.30965772 +6279,L134Q,0.31883514 +6280,L134Q,0.34172192 +6281,L134R,0.06273571 +6282,L134S,0.16792738 +6283,L134V,0.08030039 +6284,L134W,0.11294216 +6285,L134Y,0.15047126 +6286,L134Y,0.19533803 +6287,L134Y,0.19778143 +6288,L134Y,0.101707935 +6289,L143A,0.00979104 +6290,L143A,0.002083301 +6291,L143D,0.0016407822 +6292,L143D,0.0014174448 +6293,L143E,0.0004192238 +6294,L143F,0.06375073 +6295,L143F,0.05774486 +6296,L143G,0.0005627202 +6297,L143G,0.002590673 +6298,L143H,0.017415091 +6299,L143I,0.05524882 +6300,L143I,0.02532164 +6301,L143I,0.03454133 +6302,L143K,7.012225e-05 +6303,L143K,0.00040763075 +6304,L143K,9.383984e-05 +6305,L143M,0.018779924 +6306,L143M,0.01054378 +6307,L143M,0.047199745 +6308,L143M,0.029644616 +6309,L143N,0.0010368385 +6310,L143P,0.00065783085 +6311,L143P,0.00055849453 +6312,L143P,0.002243711 +6313,L143P,0.0031346704 +6314,L143Q,1.2272311e-05 +6315,L143T,0.0046172277 +6316,L143T,0.02915611 +6317,L143V,0.05768714 +6318,L143V,0.071316175 +6319,L143W,0.024628764 +6320,L143W,0.015045068 +6321,L143W,0.02252609 +6322,L143Y,0.019596267 +6323,L151C,0.046341363 +6324,L151C,0.10415652 +6325,L151C,0.03559199 +6326,L151D,0.0010476529 +6327,L151D,0.0016588091 +6328,L151D,0.0017337071 +6329,L151D,0.00025232774 +6330,L151D,0.004885695 +6331,L151E,0.0014154372 +6332,L151E,0.006440605 +6333,L151E,0.0017713935 +6334,L151E,0.0021176753 +6335,L151F,0.18734205 +6336,L151F,0.09713788 +6337,L151F,0.11779519 +6338,L151F,0.103781305 +6339,L151I,0.020805039 +6340,L151I,0.024771186 +6341,L151I,0.03669959 +6342,L151K,0.0025717795 +6343,L151M,0.17779458 +6344,L151N,0.002944083 +6345,L151P,0.005533438 +6346,L151Q,0.0056433105 +6347,L151Q,0.005162809 +6348,L151Q,0.0035506065 +6349,L151Q,0.0047533065 +6350,L151Q,0.007249293 +6351,L151Q,0.00954068 +6352,L151Q,0.0090754265 +6353,L151Q,0.007739128 +6354,L151R,0.004489745 +6355,L151R,0.009391924 +6356,L151S,0.015926713 +6357,L151T,0.009764655 +6358,L151V,0.029360482 +6359,L151V,0.08189254 +6360,L151V,0.0175976 +6361,L151W,0.051006638 +6362,L151W,0.0375244 +6363,L151W,0.048917573 +6364,L151Y,0.08323723 +6365,L151Y,0.07559216 +6366,L151Y,0.07343561 +6367,L158A,0.0005302062 +6368,L158D,0.0018721226 +6369,L158D,0.0013641578 +6370,L158E,0.00012019401 +6371,L158E,7.060534e-05 +6372,L158E,0.00043750083 +6373,L158F,0.022112865 +6374,L158F,0.27235013 +6375,L158F,0.06557559 +6376,L158F,0.099524155 +6377,L158F,0.06957028 +6378,L158F,0.06633148 +6379,L158F,0.37356693 +6380,L158F,0.028665898 +6381,L158F,0.02023084 +6382,L158G,0.0022214958 +6383,L158H,0.0013618468 +6384,L158H,0.000111358364 +6385,L158H,0.00046937098 +6386,L158H,0.00096155435 +6387,L158K,0.006620531 +6388,L158K,0.005784796 +6389,L158M,0.03540647 +6390,L158M,0.08526687 +6391,L158M,0.05186685 +6392,L158N,0.002602549 +6393,L158N,0.0034779431 +6394,L158P,9.580926e-05 +6395,L158P,1.2859711e-05 +6396,L158Q,0.0009174517 +6397,L158Q,0.0010336672 +6398,L158R,0.0026958478 +6399,L158R,0.0049570613 +6400,L158R,0.004042398 +6401,L158S,0.0028983254 +6402,L158S,0.002734784 +6403,L158S,0.0027263656 +6404,L158T,0.0008529735 +6405,L158T,0.00015137301 +6406,L158T,0.004317331 +6407,L158T,0.0020266199 +6408,L158Y,0.0010680894 +6409,L158Y,0.0020928257 +6410,L158Y,0.002539784 +6411,L161A,0.0018723779 +6412,L161A,0.0021994328 +6413,L161A,0.00033273725 +6414,L161A,0.0042008697 +6415,L161C,0.006817587 +6416,L161C,0.0073021194 +6417,L161C,0.0055382205 +6418,L161D,0.00032698983 +6419,L161D,0.0001523119 +6420,L161E,0.00254224 +6421,L161F,0.046726834 +6422,L161F,0.09817805 +6423,L161F,0.06680239 +6424,L161F,0.026739987 +6425,L161F,0.050148275 +6426,L161G,0.0034926722 +6427,L161G,0.0014181731 +6428,L161G,0.00494218 +6429,L161I,0.10363632 +6430,L161K,0.0024027498 +6431,L161M,0.0746527 +6432,L161M,0.15218326 +6433,L161M,0.0721025 +6434,L161N,0.0053549767 +6435,L161N,0.0049595926 +6436,L161P,0.01286385 +6437,L161P,0.009928604 +6438,L161P,0.00039784945 +6439,L161P,3.397644e-05 +6440,L161P,0.03700198 +6441,L161P,0.027904555 +6442,L161P,0.010259433 +6443,L161Q,0.00042940993 +6444,L161Q,0.0019328675 +6445,L161R,0.0009293661 +6446,L161R,0.0011744223 +6447,L161S,0.0021240294 +6448,L161T,0.0029261974 +6449,L161T,0.001926094 +6450,L161T,0.0025185107 +6451,L161V,0.031229608 +6452,L161V,0.021045601 +6453,L161V,0.041361 +6454,L161V,0.053377062 +6455,L167G,0.00034293823 +6456,L167G,0.0032335098 +6457,L167H,0.0013975541 +6458,L167H,0.00086687854 +6459,L167I,0.1704928 +6460,L167I,0.09530515 +6461,L167I,0.26197684 +6462,L167I,0.006337124 +6463,L167I,0.06621291 +6464,L167I,0.09057658 +6465,L167K,0.002746501 +6466,L167M,0.22252099 +6467,L167M,0.013224434 +6468,L167N,0.0027053822 +6469,L167P,0.0052337106 +6470,L167P,4.672018e-05 +6471,L167P,0.0009130891 +6472,L167P,0.0014937797 +6473,L167Q,0.0025760476 +6474,L167Q,0.008599957 +6475,L167R,0.0016660737 +6476,L167R,0.0013922412 +6477,L167T,0.01088462 +6478,L167T,0.009303947 +6479,L167V,0.032463577 +6480,L167V,0.026177496 +6481,L167V,0.018976033 +6482,L167Y,0.00075177697 +6483,L173Q,0.10764352 +6484,L176A,0.019084277 +6485,L176A,0.008953613 +6486,L176C,0.026899857 +6487,L176D,0.0011871035 +6488,L176D,0.00016459684 +6489,L176E,0.0022799422 +6490,L176G,0.0035392358 +6491,L176I,0.18685392 +6492,L176I,0.12849899 +6493,L176K,0.010374537 +6494,L176K,0.006250103 +6495,L176N,0.0054825577 +6496,L176N,0.015178368 +6497,L176P,0.00059780985 +6498,L176Q,0.001946401 +6499,L176S,0.019313287 +6500,L176S,0.011442539 +6501,L176T,0.07698819 +6502,L176T,0.14574136 +6503,L176Y,0.013129957 +6504,L181F,0.023235116 +6505,L182N,0.0040169153 +6506,L182N,0.0027979962 +6507,L182P,0.0007610608 +6508,L182P,0.0006947426 +6509,L182T,0.0013326919 +6510,L182W,0.000856203 +6511,L182W,0.0003789522 +6512,L182W,0.0039334865 +6513,L182W,0.0002317625 +6514,L182W,0.0029355523 +6515,L182W,0.0012213644 +6516,L189C,0.08919768 +6517,L189C,0.09197498 +6518,L189C,0.19179676 +6519,L189C,0.09352357 +6520,L189D,0.042067595 +6521,L189D,0.02351231 +6522,L189E,0.0073821926 +6523,L189F,0.03288058 +6524,L189F,0.071133435 +6525,L189F,0.061772216 +6526,L189G,0.0070653623 +6527,L189I,0.04851123 +6528,L189I,0.10674898 +6529,L189K,0.017826254 +6530,L189K,0.021395575 +6531,L189K,0.013854061 +6532,L189M,0.18784809 +6533,L189M,0.44637972 +6534,L189M,0.51863736 +6535,L189M,0.1980193 +6536,L189M,0.31775558 +6537,L189M,0.1721742 +6538,L189M,0.71992785 +6539,L189N,0.018085836 +6540,L189N,0.030745294 +6541,L189P,0.0012137219 +6542,L189P,0.0017946472 +6543,L189P,0.00060716225 +6544,L189P,0.0017783929 +6545,L189P,0.0023062201 +6546,L189Q,0.06292686 +6547,L189R,0.0053812596 +6548,L189R,0.021537105 +6549,L189S,0.024973607 +6550,L189S,0.014832382 +6551,L189T,0.28072596 +6552,L189T,0.29685307 +6553,L189T,0.22322328 +6554,L189Y,0.05159132 +6555,L193A,0.0150381215 +6556,L193A,0.008675777 +6557,L193A,0.010863447 +6558,L193C,0.021940803 +6559,L193C,0.036820166 +6560,L193C,0.05384245 +6561,L193C,0.03126865 +6562,L193D,0.0014913797 +6563,L193D,9.201866e-05 +6564,L193E,0.00021506796 +6565,L193E,0.001005644 +6566,L193E,0.00010896912 +6567,L193F,0.08280913 +6568,L193F,0.05021587 +6569,L193F,0.06011226 +6570,L193G,0.0029952931 +6571,L193H,0.0008250028 +6572,L193H,0.003186562 +6573,L193I,0.124701 +6574,L193I,0.05292357 +6575,L193K,0.0016034106 +6576,L193K,0.0008982162 +6577,L193K,0.0011025543 +6578,L193M,0.29700297 +6579,L193M,0.24248344 +6580,L193P,0.00030739684 +6581,L193P,0.0016025055 +6582,L193P,0.0018594152 +6583,L193Q,0.0028519034 +6584,L193Q,0.0005651567 +6585,L193R,0.00306717 +6586,L193S,0.001750801 +6587,L193V,0.009309846 +6588,L193V,0.019787839 +6589,L193V,0.018926522 +6590,L193W,0.002516868 +6591,L193W,0.0049735554 +6592,L193W,0.014634208 +6593,L193W,0.006526199 +6594,L193Y,0.006017671 +6595,L198A,0.005894384 +6596,L198A,0.0025234425 +6597,L198A,0.0035792738 +6598,L198A,0.0020021782 +6599,L198C,0.002156269 +6600,L198D,0.00083273684 +6601,L198D,0.0015388145 +6602,L198E,0.0011837424 +6603,L198E,0.00072066684 +6604,L198E,0.003188228 +6605,L198E,0.00070386246 +6606,L198E,0.0017820908 +6607,L198K,0.0010023076 +6608,L198K,0.0009761372 +6609,L198K,0.00073938497 +6610,L198N,0.0024598504 +6611,L198Q,0.024711493 +6612,L198Q,0.045619868 +6613,L198Q,0.02563302 +6614,L198Q,0.032638006 +6615,L198Q,0.020607362 +6616,L198R,7.759422e-05 +6617,L198R,0.0013152069 +6618,L198S,0.00039793277 +6619,L198T,0.00022221454 +6620,L198T,0.00966589 +6621,L198V,0.041175965 +6622,L198V,0.01459759 +6623,L198V,0.14339107 +6624,L198V,0.07964244 +6625,L198W,0.0008933352 +6626,L198Y,0.01277721 +6627,L20A,0.016881635 +6628,L20A,0.020487424 +6629,L20D,0.001608887 +6630,L20F,0.0022591806 +6631,L20F,0.00084204605 +6632,L20G,0.02669256 +6633,L20G,0.0104728015 +6634,L20I,0.0129181 +6635,L20I,0.065835 +6636,L20P,0.0007529008 +6637,L20P,0.000936872 +6638,V281T,0.01821353 +6639,V281T,0.025488656 +6640,L20S,0.009206902 +6641,L20S,0.022234349 +6642,L20S,0.012454481 +6643,L20V,0.043017965 +6644,L20V,0.022758234 +6645,L20V,0.029106973 +6646,L20Y,0.0007638459 +6647,L20Y,0.0009271312 +6648,L20Y,5.8269026e-05 +6649,L20Y,0.0004768104 +6650,L20Y,0.0017152891 +6651,L20Y,0.0021365026 +6652,L214A,0.22210982 +6653,L214C,0.07241963 +6654,L214C,0.100404404 +6655,L214D,0.14195734 +6656,L214D,0.07465459 +6657,L214E,0.11553435 +6658,L214E,0.064739056 +6659,L214F,0.25278556 +6660,L214G,0.119186155 +6661,L214H,0.029473139 +6662,L214I,0.14449786 +6663,L214K,0.21382758 +6664,L214K,0.20507531 +6665,L214K,0.2693373 +6666,L214K,0.1703721 +6667,L214M,0.18153456 +6668,L214M,0.21619667 +6669,L214M,0.15006049 +6670,L214N,0.20770279 +6671,L214N,0.064010955 +6672,L214P,0.011147564 +6673,L214P,0.0011038544 +6674,L214R,0.12072991 +6675,L214R,0.100707166 +6676,L214S,0.104128845 +6677,L214S,0.05749815 +6678,L214S,0.06369718 +6679,L214T,0.07930571 +6680,L214T,0.118287474 +6681,L214T,0.05275207 +6682,L214V,0.01924252 +6683,L214V,0.30418855 +6684,L214V,0.13668895 +6685,L214W,0.11462348 +6686,L214W,0.081179515 +6687,L214Y,0.053138383 +6688,L222A,0.035782475 +6689,L222C,0.056594107 +6690,L222C,0.08500036 +6691,L222C,0.14190875 +6692,L222D,0.065865226 +6693,L222D,0.11371898 +6694,L222E,0.028768927 +6695,L222F,0.15517811 +6696,L222F,0.114367075 +6697,L222H,0.03514416 +6698,L222I,0.33741802 +6699,L222I,0.33285427 +6700,L222K,0.018343061 +6701,L222K,0.047137745 +6702,L222N,0.06685876 +6703,L222N,0.05430094 +6704,L222P,0.015433812 +6705,L222Q,0.043666083 +6706,L222R,0.0046567945 +6707,L222S,0.12076693 +6708,L222S,0.022872187 +6709,L222S,0.057274017 +6710,L222T,0.13668473 +6711,L222T,0.10320807 +6712,L222W,0.2624284 +6713,L222W,0.087411866 +6714,L222Y,0.052296255 +6715,L227A,0.032596722 +6716,L227C,0.017897034 +6717,L227C,0.0434274 +6718,L227D,0.02012543 +6719,L227D,0.021712098 +6720,L227D,0.008683228 +6721,L227D,0.009412714 +6722,L227E,0.010632324 +6723,L227E,0.011874005 +6724,L227F,0.08266939 +6725,L227F,0.16509068 +6726,L227G,0.019146705 +6727,L227G,0.022978516 +6728,L227G,0.016951345 +6729,L227G,0.015776338 +6730,L227G,0.017819365 +6731,L227G,0.024901444 +6732,L227G,0.023416776 +6733,L227G,0.016485328 +6734,L227G,0.010974796 +6735,L227H,0.031684738 +6736,L227H,0.0347851 +6737,L227H,0.0152934585 +6738,L227I,0.185382 +6739,L227I,0.09866237 +6740,L227I,0.09750855 +6741,L227K,0.007393789 +6742,L227K,0.008577183 +6743,L227K,0.008070098 +6744,L227K,0.00952583 +6745,L227M,0.12112581 +6746,L227N,0.015670357 +6747,L227N,0.005274377 +6748,L227P,0.003991918 +6749,L227P,0.011892519 +6750,L227P,0.014179303 +6751,L227P,0.009232315 +6752,L227Q,0.024544114 +6753,L227Q,0.010861527 +6754,L227R,0.0038835786 +6755,L227R,0.0043944456 +6756,L227S,0.014896639 +6757,L227S,0.012190524 +6758,L227V,0.10435265 +6759,L227W,0.057917897 +6760,L227Y,0.037196163 +6761,L227Y,0.027115948 +6762,L234A,0.00036580433 +6763,L234A,0.006896338 +6764,L234A,0.002851241 +6765,L234C,0.021887828 +6766,L234C,0.008784782 +6767,L234C,0.010139489 +6768,L234C,0.009363495 +6769,L234D,0.001913675 +6770,L234E,0.0007506303 +6771,L234F,0.01997037 +6772,L234F,0.023786834 +6773,L234F,0.03116745 +6774,L234F,0.030443812 +6775,L234H,0.00091815396 +6776,L234H,7.252742e-05 +6777,L243N,0.41462308 +6778,L243P,0.025831241 +6779,L243P,0.037155554 +6780,L243R,0.24789748 +6781,L243R,0.3324598 +6782,L243R,0.15785669 +6783,L243S,0.348168 +6784,L243T,0.4532984 +6785,L243V,0.24775124 +6786,L243V,0.11269296 +6787,L243W,0.12639222 +6788,L243W,0.20478238 +6789,L243W,0.33051336 +6790,L243W,0.24169116 +6791,L243Y,0.34502733 +6792,L246C,0.00069687597 +6793,L246C,0.0007765271 +6794,L246D,0.001061623 +6795,L246E,0.0003875377 +6796,L246E,0.00087573717 +6797,L246F,0.00079538365 +6798,L246F,0.0008785946 +6799,L246F,0.0026877497 +6800,L246H,0.001436328 +6801,L246H,0.0002107868 +6802,L246H,0.00034694962 +6803,L246H,0.0022785636 +6804,L246H,0.00015680712 +6805,L246I,0.003115702 +6806,L246I,0.0043824986 +6807,L246I,0.0021848495 +6808,L246I,0.0031096118 +6809,L246K,0.00021505918 +6810,L246K,0.0005310809 +6811,L246K,0.0025386747 +6812,L246K,0.000188121 +6813,L246K,0.0021333888 +6814,L246M,0.066267006 +6815,L246Q,0.00020454646 +6816,L246Q,0.0014455924 +6817,L246Q,0.0031627312 +6818,L246R,0.0004399334 +6819,L246S,0.003580469 +6820,L246S,0.0006233854 +6821,L246S,0.00046821687 +6822,L246T,0.0024633866 +6823,L246V,0.011335681 +6824,L246W,0.001348835 +6825,L246W,0.001238925 +6826,L246W,0.0014864663 +6827,L246W,0.00016682914 +6828,L246W,0.0004439984 +6829,L246W,8.1711465e-07 +6830,L246Y,0.0022343616 +6831,L246Y,0.00054034754 +6832,L246Y,0.0026561236 +6833,L253A,0.0029628037 +6834,L253A,0.0014534814 +6835,L253C,0.0028727816 +6836,L253D,0.006894709 +6837,L253D,0.0006096897 +6838,L253D,0.014905546 +6839,L253E,0.0004745756 +6840,L253F,0.0028464003 +6841,L253F,0.0026534866 +6842,L253F,0.0013114843 +6843,L253F,0.00047741542 +6844,L253F,0.0005637213 +6845,L253G,0.0052327337 +6846,L253H,0.0014364383 +6847,L253I,0.009613429 +6848,L253K,0.0035360723 +6849,L253K,0.00021927232 +6850,L253M,0.07031087 +6851,L253M,0.16543096 +6852,L253N,0.0003944996 +6853,L253N,0.0011599405 +6854,L253P,0.00016395182 +6855,L253Q,0.00534681 +6856,L253Q,0.01163273 +6857,L253Q,0.0019245655 +6858,L253R,0.0010509441 +6859,L253R,0.001122307 +6860,L253R,0.0015022557 +6861,L253R,0.0015782687 +6862,L253S,0.0015236741 +6863,L253T,0.010154798 +6864,L253T,0.005360212 +6865,L253T,0.009093091 +6866,L253W,0.0020963189 +6867,L253W,0.0029302835 +6868,L253Y,0.00036116457 +6869,L253Y,2.6992142e-05 +6870,L25A,0.033066668 +6871,L25A,0.031985883 +6872,L25C,0.16632108 +6873,L25D,0.01424056 +6874,L25D,0.010740053 +6875,L25F,0.15441231 +6876,L25G,0.081411004 +6877,L25G,0.09170419 +6878,L25G,0.13537055 +6879,L25H,0.21708907 +6880,L25I,0.16274433 +6881,L25I,0.24036995 +6882,L25I,0.1641337 +6883,L25M,0.10777383 +6884,L25M,0.1923639 +6885,L25M,0.21168792 +6886,L25M,0.09984351 +6887,L25P,0.00040189768 +6888,L25P,0.0002215231 +6889,L25Q,0.060289137 +6890,L25Q,0.11113028 +6891,L25Q,0.10098166 +6892,L25R,0.1891853 +6893,L25R,0.28174695 +6894,L25R,0.27491713 +6895,L25R,0.31949115 +6896,L25R,0.26721174 +6897,L25R,0.16054547 +6898,L25S,0.14763819 +6899,L25S,0.1695198 +6900,L25S,0.2061201 +6901,L25S,0.18813969 +6902,L25V,0.12517877 +6903,L25W,0.12666489 +6904,L25Y,0.26700944 +6905,L25Y,0.064537585 +6906,L269A,0.016891576 +6907,L269A,0.0101510305 +6908,L269A,0.013658781 +6909,L269A,0.015539943 +6910,L269C,0.020616582 +6911,L269C,0.01597543 +6912,L269C,0.02811484 +6913,L269C,0.020193413 +6914,L269C,0.017644668 +6915,L269C,0.019573918 +6916,L269D,0.0012744151 +6917,L269D,0.00015367584 +6918,L269D,0.0007649309 +6919,L269D,0.0014433183 +6920,L269E,0.002779982 +6921,L269F,0.01391042 +6922,L269F,0.042101372 +6923,L269G,0.021292053 +6924,L269G,0.025201546 +6925,L269G,0.015720868 +6926,L269H,0.007356885 +6927,L269H,0.009144227 +6928,L269K,0.0006134756 +6929,L269M,0.049462605 +6930,L269M,0.050454218 +6931,L269P,0.006631887 +6932,L269P,0.002732212 +6933,L269Q,0.01760842 +6934,L269Q,0.015441872 +6935,L269R,0.001267819 +6936,L269R,0.00014345576 +6937,L269R,0.00066689844 +6938,L269S,0.015998362 +6939,L269S,0.030136107 +6940,L269T,0.07120303 +6941,L269V,0.11096641 +6942,L269V,0.12504151 +6943,L269Y,0.015611083 +6944,L272A,0.023759581 +6945,L272C,0.072422855 +6946,L272C,0.020581204 +6947,L272C,0.051604252 +6948,L272C,0.035687607 +6949,L272C,0.06060889 +6950,L272D,0.0012795016 +6951,L272D,0.0034097442 +6952,L272F,0.06555846 +6953,L272F,0.07742416 +6954,L272G,0.0034715666 +6955,L272G,0.0023504586 +6956,L272H,0.01566666 +6957,L272H,0.011450746 +6958,L272H,0.026977386 +6959,L272I,0.0518718 +6960,L272K,0.21385981 +6961,L272M,0.12127023 +6962,L272R,0.02153747 +6963,L272R,0.01846986 +6964,L272S,0.016842695 +6965,L272S,0.014102269 +6966,L272W,0.0015099135 +6967,L272W,0.006536076 +6968,L27A,0.01743629 +6969,L27A,0.007391002 +6970,L27A,0.004344885 +6971,L27D,0.0018122178 +6972,L27D,0.0003353398 +6973,L27E,0.00020020604 +6974,L27F,0.0033901113 +6975,L27F,0.0047506317 +6976,L27F,0.0018088663 +6977,L27F,0.0019410903 +6978,L27F,0.0034932247 +6979,L27F,0.001177586 +6980,L27F,0.002140753 +6981,L27F,0.0027157587 +6982,L27G,5.926657e-05 +6983,L27G,0.00011688524 +6984,L27H,0.004696877 +6985,L27I,0.08148412 +6986,L27I,0.05625706 +6987,L27I,0.0439442 +6988,L27I,0.07556064 +6989,L27I,0.07745368 +6990,L27I,0.09846688 +6991,L27K,0.0004383672 +6992,L27K,5.2903953e-05 +6993,L27M,0.015877701 +6994,L27M,0.021120252 +6995,L27N,0.0025775968 +6996,L27N,0.0021963248 +6997,L27N,0.0016986325 +6998,L27P,1.8575509e-05 +6999,L27P,0.00042179564 +7000,L27P,0.0001912691 +7001,L27R,0.0023406192 +7002,L27S,0.0040612086 +7003,L27S,0.0005330806 +7004,L27V,0.09848384 +7005,L27V,0.047731668 +7006,L27V,0.084168896 +7007,L27W,0.0018747565 +7008,L27W,0.0038851753 +7009,L31G,0.0030241602 +7010,L31G,0.004856062 +7011,L31G,0.0007679607 +7012,L31G,0.00035539386 +7013,L31G,0.0006622674 +7014,L31H,0.00027107768 +7015,L31I,0.025874713 +7016,L31K,0.054647267 +7017,L31M,0.07936875 +7018,L31N,0.0015416287 +7019,L31N,0.00061261724 +7020,L31Q,0.0022639292 +7021,L31Q,0.00046900797 +7022,L31Q,0.0016426665 +7023,L31R,0.00079510617 +7024,L31R,0.0026589239 +7025,L31R,5.720932e-05 +7026,L31R,0.0007300762 +7027,L31S,0.001821669 +7028,L31S,0.006939806 +7029,L31S,0.0013010362 +7030,L31T,0.0036697001 +7031,L31V,0.008172414 +7032,L31W,0.005255637 +7033,L31Y,0.0372468 +7034,L31Y,0.0044527426 +7035,L32A,0.0070937914 +7036,L32A,0.022905951 +7037,L32A,0.023165297 +7038,L32A,0.026851121 +7039,L32A,0.0319235 +7040,L32A,0.05371234 +7041,L32A,0.04755034 +7042,L32A,0.008097441 +7043,L32C,0.1883879 +7044,L32F,0.022399787 +7045,L32F,0.14573354 +7046,L32F,0.17968102 +7047,L32F,0.10014658 +7048,L32H,0.039834004 +7049,L32H,0.05379472 +7050,L32H,0.116397835 +7051,L32I,0.4860739 +7052,L32I,0.3691707 +7053,L32I,0.21635568 +7054,L32I,0.31853163 +7055,L32I,0.052445937 +7056,L32I,0.11004839 +7057,L32I,0.17832372 +7058,L32I,0.20677418 +7059,L32I,0.030289916 +7060,L32I,0.083501965 +7061,L32M,0.084083185 +7062,L32M,0.13333851 +7063,L32M,0.19320843 +7064,L32N,0.07510478 +7065,L32P,0.00034629143 +7066,L32P,0.0020451865 +7067,L32P,0.00032731285 +7068,L32P,0.00022183421 +7069,L32P,0.0005645729 +7070,L32Q,0.057139967 +7071,L32Q,0.05236714 +7072,L32Q,0.06197904 +7073,L32R,0.03815274 +7074,L32R,0.029080428 +7075,L32S,0.020400638 +7076,L32S,0.023371408 +7077,L32S,0.017995825 +7078,L32S,0.015643312 +7079,L32T,0.09449943 +7080,L32T,0.034097403 +7081,L32T,0.026615446 +7082,L32V,0.06027644 +7083,L32V,0.00029906785 +7084,L32V,0.014895741 +7085,L32W,0.006868699 +7086,L32W,0.011494517 +7087,L32W,0.002986325 +7088,L32W,0.012782884 +7089,L32Y,0.014140297 +7090,L51A,0.024770416 +7091,L51A,0.034264512 +7092,L51C,0.008077807 +7093,L51D,0.0011322056 +7094,L51D,0.0006255407 +7095,L51D,0.00097160926 +7096,L51E,0.00021790068 +7097,L51E,0.00013156178 +7098,L51F,0.0037589185 +7099,L51F,0.00047361568 +7100,L51I,0.13147487 +7101,L51I,0.1565484 +7102,L51I,0.1479074 +7103,L51I,0.292757 +7104,L51I,0.033403344 +7105,L51I,0.08718206 +7106,L51I,0.055019498 +7107,L51K,0.0029269424 +7108,L51K,0.0019487226 +7109,L51M,0.034786083 +7110,L51N,0.0011192462 +7111,L51N,0.002872831 +7112,L51P,0.017876092 +7113,L51P,0.022477642 +7114,L51Q,0.03404967 +7115,L51Q,0.011142061 +7116,L51Q,0.023486178 +7117,L51R,0.0015610176 +7118,L51R,0.0008703266 +7119,L51R,0.00083676894 +7120,L51T,0.00932984 +7121,L51T,0.010475703 +7122,L51T,0.008828538 +7123,L51T,0.011758688 +7124,L51V,0.13498637 +7125,L51V,0.16198868 +7126,L51V,0.086348176 +7127,L51W,0.00052880583 +7128,L51Y,0.0014567694 +7129,L58A,0.51716864 +7130,L58A,0.18621437 +7131,L58C,0.12556162 +7132,L58C,0.12025437 +7133,L58D,0.15298824 +7134,L58E,0.020635737 +7135,L58E,0.035206687 +7136,L58G,0.024218256 +7137,L58G,0.01339492 +7138,L58G,0.018331088 +7139,L58H,0.08020583 +7140,L58H,0.17150702 +7141,V281Y,0.027974632 +7142,L58I,0.08118218 +7143,L58I,0.10929532 +7144,L58I,0.1966703 +7145,L58I,0.063027196 +7146,L58I,0.11590539 +7147,L58K,0.12671074 +7148,L58K,0.14224602 +7149,L58K,0.14908537 +7150,L58M,0.1231944 +7151,L58P,0.048566062 +7152,L58P,0.009600904 +7153,L58P,0.05535989 +7154,L58R,0.11812826 +7155,L58R,0.09658218 +7156,L58R,0.12915269 +7157,L58S,0.08188317 +7158,L58S,0.11219627 +7159,L58T,0.030507952 +7160,L58T,0.022711035 +7161,L58T,0.06085064 +7162,L58T,0.05978198 +7163,L58W,0.12672964 +7164,L58W,0.09488535 +7165,L58W,0.081613064 +7166,L58Y,0.057304904 +7167,L58Y,0.068793945 +7168,L58Y,0.10365188 +7169,L58Y,0.095329456 +7170,L58Y,0.14883958 +7171,L58Y,0.35230088 +7172,L58Y,0.26295206 +7173,L58Y,0.14027986 +7174,L76A,0.015618944 +7175,L76A,0.007383171 +7176,L76A,0.034028504 +7177,L76C,0.0009223117 +7178,L76C,0.0074039367 +7179,L76D,0.0003044758 +7180,L76D,0.0010594417 +7181,L76D,0.00020020588 +7182,L76D,0.0002172339 +7183,L76E,0.00331192 +7184,L76F,0.0064421524 +7185,L76G,0.00021616787 +7186,L76G,0.0010128054 +7187,L76G,4.5161465e-05 +7188,L76H,0.0011394059 +7189,L76H,0.0030504195 +7190,L76I,0.033578362 +7191,L76I,0.026165623 +7192,L76K,0.0038579863 +7193,L76K,0.0047264607 +7194,L76K,0.0023762337 +7195,L76K,0.0037981 +7196,L76P,0.0019138022 +7197,L76Q,0.019301454 +7198,L76Q,0.012956206 +7199,L76Q,0.023767415 +7200,L76Q,0.010114909 +7201,L76Q,0.0065536336 +7202,L76Q,0.0011595063 +7203,L76R,0.0016113963 +7204,L76R,0.003967971 +7205,L76S,0.0046189316 +7206,L76S,0.0042488007 +7207,L76S,0.005554777 +7208,L76S,0.002628147 +7209,L76T,0.054229867 +7210,L76T,0.05695558 +7211,L76T,0.04834075 +7212,L76V,0.032488763 +7213,L76V,0.07517292 +7214,L76W,0.00024641518 +7215,L76W,0.001739024 +7216,L76W,0.0062294337 +7217,L76W,0.0019623246 +7218,L76W,0.0010459998 +7219,L76W,0.0008069341 +7220,L76Y,0.002299887 +7221,L76Y,0.00018163156 +7222,L93A,0.013350196 +7223,L93C,0.06397877 +7224,L93C,0.06199094 +7225,L93D,0.0004291292 +7226,L93D,0.00143289 +7227,L93D,0.00048181915 +7228,L93D,8.8849425e-05 +7229,L93D,0.0005892617 +7230,L93E,0.0014738394 +7231,L93F,0.016849643 +7232,L93F,0.024121163 +7233,L93G,0.0027465501 +7234,L93G,0.0028738703 +7235,L93G,0.0035867894 +7236,L93H,0.0016074568 +7237,L93H,0.0060954 +7238,L93I,0.06613669 +7239,L93K,0.0019380533 +7240,L93K,0.0013557812 +7241,L93K,0.0003007749 +7242,L93M,0.042741094 +7243,L93N,0.00054000533 +7244,L93N,0.0005281822 +7245,L93N,0.005304347 +7246,L93P,0.013142006 +7247,L93P,0.0021793183 +7248,L93P,0.0073783747 +7249,L93P,0.0023440728 +7250,L93Q,0.009549618 +7251,L93R,0.0010646693 +7252,L93R,0.0009084302 +7253,L93T,0.0030118348 +7254,L93T,0.004826592 +7255,L93T,0.0058292607 +7256,L93W,0.003244991 +7257,L93W,0.008733669 +7258,L93W,0.002195513 +7259,L93Y,0.003956252 +7260,L93Y,0.013821758 +7261,L93Y,0.035683632 +7262,L98A,0.0071553434 +7263,L98A,0.0087950835 +7264,L98A,0.0026577772 +7265,L98A,0.03002468 +7266,L98A,0.01044018 +7267,L98A,0.011519118 +7268,L98A,0.009102864 +7269,L98A,0.009339875 +7270,L98A,0.011841333 +7271,L98C,0.0326865 +7272,L98C,0.089318454 +7273,L98C,0.036599107 +7274,L98C,0.0038804752 +7275,L98D,0.0017385884 +7276,L98D,0.007519369 +7277,L98D,0.00072992576 +7278,L98D,0.00038925532 +7279,L98D,0.0016233396 +7280,L98E,0.0062130135 +7281,L98F,0.08393358 +7282,L98F,0.031451005 +7283,L98G,0.002429403 +7284,L98G,0.022396695 +7285,L98G,0.0015617029 +7286,L98G,0.004334708 +7287,L98H,0.00045088484 +7288,L98H,0.001327379 +7289,L98H,0.005377502 +7290,L98H,0.0063633956 +7291,L98H,0.008237838 +7292,L98H,0.004123311 +7293,L98H,0.0016940519 +7294,L98I,0.079466656 +7295,L98I,0.0011707314 +7296,L98I,0.005624621 +7297,L98I,0.076807946 +7298,L98I,0.005067189 +7299,L98I,0.24542518 +7300,L98I,0.020242842 +7301,L98K,0.0013974624 +7302,L98K,0.002093611 +7303,L98K,0.0001330285 +7304,L98K,0.00083194964 +7305,L98K,0.0072309454 +7306,L98K,0.008224917 +7307,L98K,0.00040727772 +7308,L98M,0.085757755 +7309,L98M,0.013987658 +7310,L98M,0.21112075 +7311,L98M,0.029792782 +7312,L98M,0.16028762 +7313,L98M,0.00020231883 +7314,L98M,0.20102519 +7315,L98M,0.0009911682 +7316,L98M,0.0845283 +7317,L98M,0.020648262 +7318,L98N,0.00068984815 +7319,L98N,0.0018756897 +7320,L98N,0.0018959633 +7321,L98N,0.0009887151 +7322,L98N,0.0033629446 +7323,L98N,0.0024011703 +7324,L98N,0.0018412406 +7325,L98N,0.0022473328 +7326,L98N,0.0012384751 +7327,L98P,0.0018179112 +7328,L98P,0.0006099558 +7329,L98P,0.0015097406 +7330,L98Q,0.0024272427 +7331,L98Q,0.00034844616 +7332,L98Q,0.00040368756 +7333,L98R,0.020444648 +7334,L98R,0.00786638 +7335,L98R,9.367524e-06 +7336,L98R,0.0036968915 +7337,L98R,0.0020025086 +7338,L98R,0.014940688 +7339,L98R,0.009887241 +7340,L98R,0.01000567 +7341,L98R,0.006316441 +7342,L98R,0.0032027543 +7343,L98S,0.0036346123 +7344,L98S,0.0019482911 +7345,L98S,0.0024422244 +7346,L98S,0.0010823765 +7347,L98S,0.00093612785 +7348,L98S,0.0036139304 +7349,L98T,0.023380244 +7350,L98T,0.018240495 +7351,L98T,0.019584827 +7352,L98T,0.017370574 +7353,L98V,0.0018986377 +7354,L98V,0.09591697 +7355,L98V,0.021545315 +7356,L98W,0.0036422636 +7357,L98W,0.005633891 +7358,L98W,0.0058174636 +7359,L98W,0.0031521718 +7360,L98W,0.0040897955 +7361,L98W,0.0046647973 +7362,L98Y,0.0020937852 +7363,L98Y,0.001250496 +7364,L98Y,0.0050703436 +7365,L98Y,0.0018463187 +7366,L98Y,0.008858006 +7367,M129A,0.060399156 +7368,M129A,0.051768016 +7369,M129A,0.033987038 +7370,M129C,0.039500773 +7371,M129C,0.082529716 +7372,M129C,0.0529257 +7373,M129D,0.0010326515 +7374,M129D,0.001729627 +7375,M129D,0.00079604174 +7376,M129D,0.00044962883 +7377,M129E,0.0014734509 +7378,M129E,0.0057401983 +7379,M129F,0.0034585807 +7380,M129F,0.0058137644 +7381,M129F,0.0071399272 +7382,M129G,0.017842606 +7383,M129G,0.013950552 +7384,M129G,0.016507447 +7385,M129G,0.02414904 +7386,M129G,0.01830454 +7387,M129G,0.00857475 +7388,M129H,0.0022082324 +7389,M129H,0.00061810575 +7390,M129H,0.001070444 +7391,M129H,0.00028043482 +7392,M129H,0.00012727514 +7393,M129H,0.0017356571 +7394,M129I,0.10040628 +7395,M129I,0.116496675 +7396,M129I,0.14921576 +7397,M129K,0.0017853882 +7398,M129K,0.00040810838 +7399,M129K,0.00059899985 +7400,M129L,0.17738444 +7401,M129L,0.327152 +7402,M129L,0.19706179 +7403,M129L,0.17000137 +7404,M129L,0.08032407 +7405,M129L,0.009106188 +7406,M129L,0.80868113 +7407,M129L,0.015457207 +7408,M129L,0.18183278 +7409,M129L,0.011346687 +7410,M129N,0.0015831605 +7411,M129N,0.0012617838 +7412,M129N,0.00095496036 +7413,M129P,0.14280733 +7414,M129P,0.1870645 +7415,M129P,0.13081697 +7416,M129P,0.15036036 +7417,M129P,0.05540896 +7418,M129P,0.13644418 +7419,M129Q,0.0029040577 +7420,M129Q,0.005988539 +7421,M129Q,0.0021763134 +7422,M129Q,0.0053005805 +7423,M129Q,0.004984518 +7424,M129Q,0.013224165 +7425,M129Q,0.008721974 +7426,M129Q,0.0033529885 +7427,M129Q,0.0064118197 +7428,M129Q,0.006295774 +7429,M129R,0.0009232495 +7430,M129R,0.006927314 +7431,M129R,0.00011269189 +7432,M129R,0.012471953 +7433,M129S,0.03673846 +7434,M129S,0.027267676 +7435,M129T,0.14984754 +7436,M129T,0.05189146 +7437,M129V,0.050967198 +7438,M129V,0.04910213 +7439,M129V,0.076899774 +7440,M129V,0.031024627 +7441,M129V,0.054975312 +7442,M129V,0.06011548 +7443,M129W,0.006159382 +7444,M129W,0.0010383751 +7445,M129Y,0.0002926988 +7446,M129Y,0.00064436236 +7447,M129Y,0.0014159889 +7448,M129Y,0.0151271885 +7449,M184A,0.003686097 +7450,M184A,0.0041558123 +7451,M184C,0.058150984 +7452,M184C,0.036944985 +7453,M184C,0.044981487 +7454,M184C,0.03591246 +7455,M184E,0.00095371966 +7456,M184F,0.2855704 +7457,M184F,0.40887856 +7458,M184F,0.65456414 +7459,M184F,0.06837779 +7460,M184F,0.1663869 +7461,M184F,0.21543488 +7462,M184F,0.09211839 +7463,M184F,0.28806084 +7464,M184G,0.007146424 +7465,M184G,0.0038040946 +7466,M184G,0.0031749378 +7467,M184H,0.02565904 +7468,M184I,0.120817296 +7469,M184I,0.16096562 +7470,M184K,0.00021746782 +7471,M184L,0.043169927 +7472,M184N,0.0064215413 +7473,M184N,0.005308086 +7474,M184P,0.003334607 +7475,M184Q,0.077364795 +7476,M184Q,0.047101498 +7477,M184R,0.004835435 +7478,M184R,0.0011825346 +7479,M184R,0.0032879438 +7480,M184R,0.00041246702 +7481,M184T,0.013516492 +7482,M184T,0.013278327 +7483,M184V,0.032991428 +7484,M184W,0.103112526 +7485,M184W,0.061395433 +7486,M185C,0.009990077 +7487,M185C,0.011344726 +7488,M185C,0.010841567 +7489,M185C,0.007248723 +7490,M185D,0.015130475 +7491,M185E,0.0042945407 +7492,M185E,0.0067365984 +7493,M185E,0.003695663 +7494,M185F,0.03127784 +7495,M185F,0.023956338 +7496,M185G,0.011911023 +7497,M185H,0.20856948 +7498,M185I,0.028086761 +7499,M185I,0.004016551 +7500,M185L,0.106668204 +7501,M185L,0.14649896 +7502,M185P,0.00048293752 +7503,M185P,0.0007461791 +7504,M185Q,0.017635528 +7505,M185S,0.016440373 +7506,M185S,0.011525244 +7507,M185S,0.010653218 +7508,M185S,0.012356706 +7509,M185V,0.017781887 +7510,M185V,0.013455134 +7511,M185W,0.020307675 +7512,M185W,0.026765123 +7513,M185Y,0.016890917 +7514,M185Y,0.042685322 +7515,M185Y,0.029032512 +7516,M185Y,0.07173622 +7517,M185Y,0.064190626 +7518,M185Y,0.031450965 +7519,M23A,0.0042622034 +7520,M23A,0.0052765585 +7521,M23C,0.023484835 +7522,M23C,0.004624411 +7523,M23C,0.013246987 +7524,M23C,0.0050743367 +7525,M23C,0.014331528 +7526,M23C,0.0073729553 +7527,M23C,0.005975914 +7528,M23D,0.0007414674 +7529,M23E,0.001843909 +7530,M23E,0.0021982554 +7531,M23E,0.0047079544 +7532,M23E,0.00264232 +7533,M23F,0.007856782 +7534,M23H,0.002084065 +7535,M23H,0.0013338008 +7536,M23I,0.022059627 +7537,M23I,0.025066642 +7538,M23I,0.013718601 +7539,M23K,0.0018553054 +7540,M23K,0.00064908806 +7541,M23K,0.0002644668 +7542,M23L,0.0051258937 +7543,M23L,0.0066371984 +7544,M23L,0.00625614 +7545,M23N,0.004489831 +7546,M23N,0.00018317644 +7547,M23P,0.0019024293 +7548,M23P,0.0012563856 +7549,M23Q,0.0027846359 +7550,M23Q,0.0049058846 +7551,M23R,0.00019087989 +7552,M23R,0.0023067715 +7553,M23R,0.0007928462 +7554,M23S,0.00075909705 +7555,M23S,0.0017275993 +7556,M23S,0.0016947114 +7557,M23T,0.0072705816 +7558,M23V,0.006083497 +7559,M23V,0.006559802 +7560,M23W,0.0003415039 +7561,M248C,0.0016494185 +7562,M248C,0.0006704218 +7563,M248E,0.0028395627 +7564,M248E,0.005220093 +7565,M248E,0.00031318035 +7566,M248F,0.0031934185 +7567,M248F,0.0008285217 +7568,M248F,6.2100225e-05 +7569,M248G,0.0030530938 +7570,M248G,0.0032741432 +7571,M248G,0.0010981334 +7572,M248G,0.0008408661 +7573,M248H,0.001150312 +7574,M248H,0.00082149013 +7575,M248H,0.0014209087 +7576,M248H,0.0017062037 +7577,M248H,0.0005359166 +7578,M248H,0.001043349 +7579,M248I,0.00082776946 +7580,M248I,0.00033496626 +7581,M248K,4.6725887e-05 +7582,M248K,0.0061246143 +7583,M248L,0.0010910976 +7584,M248L,0.00019871321 +7585,M248P,0.003026738 +7586,M248P,0.00036684965 +7587,M248P,0.0004633527 +7588,M248P,7.673091e-05 +7589,M248Q,0.001883862 +7590,M248Q,0.00012543854 +7591,M248R,0.00023620634 +7592,M248R,0.00069801416 +7593,M248T,0.0021782678 +7594,M248T,0.0021971657 +7595,M248T,0.0016044852 +7596,M248T,0.0007688319 +7597,M248T,0.004434041 +7598,M248T,0.0008549642 +7599,M248V,0.002143719 +7600,M248W,0.00027611753 +7601,M248W,0.00013779035 +7602,M248Y,0.0025048056 +7603,M273A,0.023897301 +7604,M273A,0.02311369 +7605,M273A,0.02830355 +7606,M273C,0.005951455 +7607,M273D,0.0008881839 +7608,M273E,0.0011931875 +7609,M273E,0.002569578 +7610,M273E,0.0015028391 +7611,M273F,0.018487915 +7612,M273F,0.04087833 +7613,M273F,0.024332589 +7614,M273F,0.042476736 +7615,M273F,0.020967627 +7616,M273F,0.016743924 +7617,M273G,0.0019980064 +7618,M273G,0.0006123469 +7619,M273G,0.0056223786 +7620,M273H,0.028702678 +7621,M273I,0.0017739325 +7622,M273I,0.0037314787 +7623,M273I,0.0122748045 +7624,M273I,0.005744374 +7625,M273L,0.019483637 +7626,M273N,0.0043981285 +7627,M273P,0.0014975336 +7628,M273P,0.0030023027 +7629,M273P,0.0012315051 +7630,M273Q,0.036912024 +7631,M273Q,0.03779425 +7632,M273T,0.002561014 +7633,M273T,0.0042361678 +7634,M273T,0.0022379763 +7635,M273T,0.0015083394 +7636,M273T,0.000521112 +7637,M273T,0.0029288207 +7638,M273V,0.0008082737 +7639,M273V,0.0015597987 +7640,M273V,0.0031860871 +7641,M273V,0.006142122 +7642,M273W,0.013837965 +7643,M273Y,0.019420309 +7644,M273Y,0.009233123 +7645,M291C,0.018263333 +7646,M291C,0.025963454 +7647,M291C,0.016820826 +7648,M291C,0.00963413 +7649,M291D,0.00014401753 +7650,M291D,0.0005130496 +7651,M291E,0.0027497339 +7652,M291F,0.18732718 +7653,M291G,0.0013424286 +7654,M291H,0.0044941646 +7655,M291H,0.0058105984 +7656,M291I,0.030948149 +7657,M291I,0.033743188 +7658,M291I,0.05013897 +7659,M291I,0.017764607 +7660,M291K,0.0008137348 +7661,M291N,0.014150874 +7662,M291N,0.023550726 +7663,M291N,0.009588318 +7664,M291N,0.021335991 +7665,M291P,0.00030488352 +7666,M291P,5.9502952e-05 +7667,M291P,0.00038715155 +7668,M291P,0.0001351921 +7669,M291P,1.812211e-05 +7670,M291Q,0.0014959434 +7671,M291R,0.0008252289 +7672,M291T,0.021080129 +7673,M291T,0.02761596 +7674,M291T,0.036426004 +7675,M291V,0.005202502 +7676,M291W,0.03624922 +7677,M74A,0.06958314 +7678,M74A,0.06920254 +7679,M74C,0.036624685 +7680,M74D,0.003494272 +7681,M74D,0.0020799078 +7682,M74E,0.009657814 +7683,M74E,0.016565675 +7684,M74E,0.0127362395 +7685,M74F,0.0048999093 +7686,M74F,0.014798453 +7687,M74F,0.007423436 +7688,M74F,0.011507981 +7689,M74F,0.020069527 +7690,M74G,0.012994876 +7691,M74H,0.004644799 +7692,M74H,0.0026152392 +7693,M74I,0.18615694 +7694,M74I,0.08782304 +7695,M74I,0.20752352 +7696,M74I,0.15093634 +7697,M74I,0.015351361 +7698,M74I,0.07289905 +7699,M74I,0.14192192 +7700,M74L,0.07218969 +7701,M74L,0.027140316 +7702,M74L,0.023469834 +7703,M74N,0.011052709 +7704,M74N,0.005447822 +7705,M74N,0.0074552856 +7706,M74Q,0.02692607 +7707,M74R,0.00023738461 +7708,M74R,0.0012896915 +7709,M74R,0.0016113024 +7710,M74R,0.0001072521 +7711,M74R,0.000382538 +7712,M74R,0.00020745557 +7713,M74S,0.048732013 +7714,M74S,0.07717989 +7715,M74T,0.017167123 +7716,M74V,0.14880754 +7717,M74V,0.12737328 +7718,M74W,0.00358006 +7719,M74W,0.000103948914 +7720,M82A,0.016315877 +7721,M82C,0.009186684 +7722,M82C,0.0126947425 +7723,M82C,0.01063101 +7724,M82C,0.02382909 +7725,M82D,0.0003221629 +7726,M82D,7.9504374e-05 +7727,M82D,0.0007396539 +7728,M82E,0.00077061844 +7729,M82F,0.032712456 +7730,M82F,0.02225533 +7731,M82G,0.0105559975 +7732,M82G,0.02068167 +7733,M82H,0.0008504014 +7734,M82H,0.00014399126 +7735,M82I,0.045848433 +7736,M82K,0.00039585558 +7737,M82K,0.0009920002 +7738,V293A,0.014460696 +7739,V293A,0.010147682 +7740,V293A,0.004895033 +7741,V293A,0.0068586906 +7742,M82L,0.04000264 +7743,M82L,0.024498189 +7744,M82L,0.02761297 +7745,M82L,0.03690028 +7746,M82L,0.032157216 +7747,M82N,0.04154245 +7748,M82N,0.010900081 +7749,M82N,0.012866483 +7750,M82N,0.026879475 +7751,M82P,0.0036406957 +7752,M82Q,0.00717987 +7753,M82Q,0.007036384 +7754,M82Q,0.0091647385 +7755,M82Q,0.018777914 +7756,M82Q,0.021899492 +7757,M82R,4.677587e-06 +7758,M82S,0.0051874956 +7759,M82T,0.028595585 +7760,M82T,0.021658406 +7761,M82V,0.01712405 +7762,M82V,0.03612114 +7763,M82W,0.0018774072 +7764,M82W,0.0008174726 +7765,M82W,0.0017050821 +7766,M82W,0.004000735 +7767,N100A,0.035339557 +7768,N100A,0.02847307 +7769,N100A,0.01829478 +7770,N100A,0.0665765 +7771,N100A,0.014649583 +7772,N100A,0.030861748 +7773,N100A,0.012884788 +7774,N100A,0.0087392405 +7775,N100A,0.03696056 +7776,N100A,0.032729052 +7777,N100C,0.0059883683 +7778,N100C,0.0075757126 +7779,N100C,0.0055217724 +7780,N100C,0.031373218 +7781,N100C,0.012902142 +7782,N100C,0.020140741 +7783,N100C,0.011247364 +7784,N100C,0.0045058094 +7785,N100C,0.017264394 +7786,N100C,0.020367526 +7787,N100D,0.0013286221 +7788,N100D,0.0019429387 +7789,N100D,0.00042874398 +7790,N100D,0.006353084 +7791,N100D,0.0029882542 +7792,N100D,0.0016879996 +7793,N100D,0.0027381985 +7794,N100D,0.0005828043 +7795,N100D,0.0025586514 +7796,N100D,0.003166534 +7797,N100E,0.00088388135 +7798,N100E,0.0005514596 +7799,N100E,0.0023269712 +7800,N100E,0.0007930577 +7801,N100E,0.0010242105 +7802,N100F,0.001237904 +7803,N100F,0.00020793034 +7804,N100G,0.005474124 +7805,N100G,0.015834356 +7806,N100G,0.015791707 +7807,N100G,0.0063250614 +7808,N100H,0.0022423416 +7809,N100H,0.0013535835 +7810,N100H,0.00018933557 +7811,N100I,0.004308309 +7812,N100I,0.011193948 +7813,N100I,0.040673286 +7814,N100I,0.06046365 +7815,N100I,0.0020105275 +7816,N100I,0.002705896 +7817,N100I,0.0031281465 +7818,N100I,0.0014641765 +7819,N100K,0.0035661235 +7820,N100K,0.0020446756 +7821,N100K,0.00020198732 +7822,N100K,0.00010278948 +7823,N100K,0.00010135092 +7824,N100K,0.000860317 +7825,N100K,0.0014613537 +7826,N100K,0.0004072757 +7827,N100L,0.00019898676 +7828,N100L,0.00266112 +7829,N100L,0.002735621 +7830,N100L,0.00038317623 +7831,N100L,0.000890267 +7832,N100L,0.0013256611 +7833,N100L,0.00014671015 +7834,N100M,0.018069178 +7835,N100M,0.0058678286 +7836,N100P,0.005774193 +7837,N100Q,0.000749554 +7838,N100Q,0.0023616825 +7839,N100R,0.004435195 +7840,N100R,0.00029070576 +7841,N100R,0.0032855268 +7842,N100R,0.005843687 +7843,N100R,0.0011271056 +7844,N100R,0.003285521 +7845,N100R,0.0011214173 +7846,N100R,0.0010758373 +7847,N100R,0.0012774473 +7848,N100R,0.004766562 +7849,N100S,0.0040606903 +7850,N100S,0.008595833 +7851,N100S,0.013719316 +7852,N100S,0.014194756 +7853,N100S,0.021786004 +7854,N100S,0.0090867905 +7855,N100S,0.002006009 +7856,N100S,0.0042670034 +7857,N100S,0.014845293 +7858,N100S,0.008715238 +7859,N100T,0.002561002 +7860,N100T,0.0029546747 +7861,N100T,0.0030554803 +7862,N100T,0.0026551378 +7863,N100T,0.0056108073 +7864,N100T,0.0027745324 +7865,N100T,0.004383269 +7866,N100T,0.007535433 +7867,N100T,0.002944817 +7868,N100T,0.0066450867 +7869,N100V,0.00679915 +7870,N100V,0.019636372 +7871,N100W,0.015822003 +7872,N100W,0.0109643545 +7873,N100W,0.005014696 +7874,N100W,0.004457887 +7875,N100W,1.6989585e-05 +7876,N100W,0.0064673163 +7877,N100W,0.00057604257 +7878,N100W,0.0005507827 +7879,N100Y,0.0013168014 +7880,N100Y,0.00081322656 +7881,N100Y,0.0015423408 +7882,N100Y,0.0014207952 +7883,N100Y,0.004272303 +7884,N100Y,0.003964832 +7885,N100Y,0.0016415088 +7886,N102A,0.08320471 +7887,N102A,0.51606655 +7888,N102A,0.28487962 +7889,N102A,0.43468878 +7890,N102A,0.45388222 +7891,N102C,0.009298341 +7892,N102C,0.08598963 +7893,N102C,0.117854744 +7894,N102C,0.13278797 +7895,N102C,0.06621017 +7896,N102C,0.18782192 +7897,N102C,0.3018362 +7898,N102C,0.11625529 +7899,N102C,0.2552554 +7900,N102C,0.064539656 +7901,N102D,0.017719755 +7902,N102D,0.004986735 +7903,N102D,0.023435462 +7904,N102D,0.025816618 +7905,N102D,0.008776741 +7906,N102D,0.018367106 +7907,N102E,0.023710478 +7908,N102E,0.015167304 +7909,N102E,0.011017752 +7910,N102E,0.009942216 +7911,N102F,0.0014473097 +7912,N102F,0.0028025648 +7913,N102F,0.0072540524 +7914,N102F,0.0027107974 +7915,N102F,0.0007649445 +7916,N102G,0.082362406 +7917,N102G,0.03707328 +7918,N102G,0.0057878755 +7919,N102G,0.005570705 +7920,N102G,0.081882 +7921,N102H,0.0045436453 +7922,N102H,0.011953214 +7923,N102H,0.0072863726 +7924,N102I,0.0076700943 +7925,N102I,0.07365938 +7926,N102I,0.009772618 +7927,N102I,0.020504158 +7928,N102I,0.035355743 +7929,N102I,0.02557437 +7930,N102I,0.10063456 +7931,N102I,0.002806439 +7932,N102K,0.0005664934 +7933,N102K,0.00012538764 +7934,N102K,0.0018341517 +7935,N102K,0.0008016191 +7936,N102L,0.014946143 +7937,N102L,0.023336848 +7938,N102L,0.03135351 +7939,N102L,0.07784732 +7940,N102L,0.023531295 +7941,N102M,0.080057 +7942,N102M,0.13390334 +7943,N102M,0.0750522 +7944,N102M,0.045533918 +7945,N102M,0.012675885 +7946,N102M,0.04926302 +7947,N102M,0.0040153596 +7948,N102M,0.14701155 +7949,N102M,0.09750186 +7950,N102M,0.21792006 +7951,N102P,0.024184054 +7952,N102Q,0.019751417 +7953,N102Q,0.01563287 +7954,N102Q,0.026256278 +7955,N102Q,0.047810134 +7956,N102Q,0.014077648 +7957,N102Q,0.12561123 +7958,N102Q,0.18924023 +7959,N102Q,0.09893834 +7960,N102Q,0.23438911 +7961,N102Q,0.006888412 +7962,N102R,0.0016991575 +7963,N102R,0.0043374626 +7964,N102R,0.00039919838 +7965,N102R,0.00031723257 +7966,N102R,0.0010947535 +7967,N102R,0.0008253366 +7968,N102T,0.18210171 +7969,N102T,0.3197534 +7970,N102T,0.18216614 +7971,N102V,0.08317207 +7972,N102V,0.020047026 +7973,N102V,0.11395325 +7974,N102V,0.061854973 +7975,N102V,0.030416738 +7976,N102V,0.035602856 +7977,N102V,0.054646205 +7978,N102W,0.01167515 +7979,N102W,0.022079894 +7980,N102W,0.010051838 +7981,N102W,0.0006537258 +7982,N178A,0.0058089844 +7983,N178C,0.0034478372 +7984,N178D,0.008726004 +7985,N178D,0.010513414 +7986,N178D,0.026299842 +7987,N178E,0.02632092 +7988,N178E,0.03244217 +7989,N178F,4.5399946e-05 +7990,N178F,0.00039992464 +7991,N178G,0.0011613928 +7992,N178G,0.0050058546 +7993,N178I,0.0007269126 +7994,N178K,0.0005879037 +7995,N178K,0.0015631842 +7996,N178K,0.00178397 +7997,N178L,0.0006854156 +7998,N178L,0.00012382642 +7999,N178M,0.004795612 +8000,N178M,0.0064512463 +8001,N178M,0.0072188308 +8002,N178M,0.005445473 +8003,N178P,0.005887956 +8004,N178P,0.0019646408 +8005,N178Q,0.0029186916 +8006,N178Q,0.002215624 +8007,N178Q,0.0034115822 +8008,N178Q,0.0022092462 +8009,N178Q,0.0032639864 +8010,N178Q,0.00028691065 +8011,N178Q,0.0025156436 +8012,N178Q,0.0015120578 +8013,N178S,0.012879968 +8014,N178T,0.0018235958 +8015,N178V,0.0001818762 +8016,N178V,3.647951e-05 +8017,N178V,0.0006627492 +8018,N178W,0.00078026694 +8019,N178W,0.00033100336 +8020,N178W,4.407408e-05 +8021,N190D,0.14878947 +8022,N190D,0.15584555 +8023,N190F,0.036399394 +8024,N190I,0.0035262997 +8025,N190K,0.0015519395 +8026,N190L,0.00017259273 +8027,N190L,0.0020984565 +8028,N190L,0.0040190113 +8029,N190L,0.00062988536 +8030,N190L,0.0012540136 +8031,N190L,0.0025827645 +8032,N190M,0.019223025 +8033,N190P,0.0006389193 +8034,N190P,0.0022170388 +8035,N190P,0.00093835907 +8036,N190P,0.0013928681 +8037,N190R,0.0040478674 +8038,N190R,0.001249759 +8039,N190R,0.00048625775 +8040,N190S,0.048530597 +8041,N190S,0.024610141 +8042,N190S,0.029326117 +8043,N190V,0.0007591755 +8044,N190V,0.0012778101 +8045,N190W,0.0046839216 +8046,N190Y,0.005991421 +8047,N190Y,0.002889481 +8048,N238A,0.057624213 +8049,N238A,0.10140437 +8050,N238A,0.08004785 +8051,N238A,0.07956403 +8052,N238C,0.109727696 +8053,N238E,0.17953351 +8054,N238E,0.10264187 +8055,N238E,0.14447425 +8056,N238F,0.30267745 +8057,N238F,0.2292232 +8058,N238F,0.12881452 +8059,N238L,0.18186449 +8060,N238L,0.094969854 +8061,N238L,0.123470485 +8062,N238M,0.031239994 +8063,N238M,0.11729614 +8064,N238M,0.07295756 +8065,N238P,0.0033016305 +8066,N238P,0.0025835438 +8067,N238Q,0.109718844 +8068,N238R,0.15307058 +8069,N238S,0.50107104 +8070,N238V,0.19587025 +8071,N238V,0.040912904 +8072,N238Y,0.08472811 +8073,N238Y,0.35071576 +8074,N238Y,0.45572194 +8075,N238Y,0.023014143 +8076,N238Y,0.66543865 +8077,N238Y,0.19453721 +8078,N238Y,0.5043628 +8079,N238Y,0.30228287 +8080,N3F,0.08685086 +8081,N3F,0.077899486 +8082,N3F,0.11359248 +8083,N3G,0.08850748 +8084,N3H,0.065521725 +8085,N3I,0.11593858 +8086,N3I,0.2571331 +8087,N3K,0.10330855 +8088,N3K,0.110862836 +8089,N3L,0.12323057 +8090,N3L,0.119158745 +8091,N3M,0.28498238 +8092,N3P,0.038110726 +8093,N3S,0.1679234 +8094,N3T,0.09303797 +8095,N3T,0.05940806 +8096,N3V,0.085116014 +8097,N3V,0.11809551 +8098,N3V,0.10882442 +8099,N3V,0.05852377 +8100,N3V,0.11331025 +8101,N3Y,0.06649482 +8102,N3Y,0.15578912 +8103,N42C,0.00197801 +8104,N42C,0.004096911 +8105,N42D,0.0063301595 +8106,N42E,0.0023804274 +8107,N42F,0.0010857224 +8108,N42F,0.00028151303 +8109,N42F,0.00030185687 +8110,N42F,0.00088243344 +8111,N42F,0.0005483544 +8112,N42F,0.0009407661 +8113,N42G,0.0024172093 +8114,N42G,0.0038262838 +8115,N42G,0.004956782 +8116,N42G,0.001453071 +8117,N42H,0.00096053816 +8118,N42H,0.00044245133 +8119,N42H,0.00236696 +8120,N42I,0.0028141376 +8121,N42I,0.00045600513 +8122,N42I,0.00071895367 +8123,N42L,0.00055596064 +8124,N42L,0.0010396984 +8125,N42P,0.0011832799 +8126,N42P,0.0004398589 +8127,N42P,2.0693174e-06 +8128,N42P,0.0022307246 +8129,N42Q,0.0003326815 +8130,N42Q,0.0018235858 +8131,N42R,0.0001223883 +8132,N42R,0.001669553 +8133,N42R,0.00040028483 +8134,N42R,0.00017811572 +8135,N42S,0.004490631 +8136,N42S,0.0012166644 +8137,N42S,0.002041805 +8138,N42T,0.0035572206 +8139,N42T,0.0014947281 +8140,N42V,3.730842e-05 +8141,N42V,0.0017043476 +8142,N77A,0.046847746 +8143,N77A,0.03882842 +8144,N77A,0.07696975 +8145,N77A,0.0402286 +8146,N77C,0.05302727 +8147,N77C,0.019409802 +8148,N77C,0.015225123 +8149,N77D,0.07701183 +8150,N77D,0.042660423 +8151,N77D,0.107887454 +8152,N77D,0.055791173 +8153,N77F,0.0030313062 +8154,N77F,0.005461147 +8155,N77H,0.0018471029 +8156,N77H,0.010374176 +8157,N77H,0.0035871202 +8158,N77H,0.004631982 +8159,N77H,0.008355834 +8160,N77H,0.0009766591 +8161,N77I,0.007868535 +8162,N77K,0.025835345 +8163,N77K,0.0130947195 +8164,N77K,0.034186564 +8165,N77L,0.0009448001 +8166,N77M,0.009930102 +8167,N77M,0.011241476 +8168,N77P,0.033430807 +8169,N77P,0.052673634 +8170,N77Q,0.024963828 +8171,N77Q,0.023892064 +8172,N77Q,0.019652963 +8173,N77R,0.024672601 +8174,N77R,0.011001657 +8175,N77S,0.064753234 +8176,N77S,0.039598513 +8177,N77T,0.015503617 +8178,N77V,0.011564614 +8179,N77W,0.01015166 +8180,N77W,0.0047674947 +8181,N77W,0.0066813333 +8182,N77Y,0.0008903222 +8183,N78A,0.0444402 +8184,N78D,0.12562315 +8185,N78E,0.07011582 +8186,N78E,0.059718255 +8187,N78F,0.0030096087 +8188,N78F,0.0043815956 +8189,N78G,0.056399796 +8190,N78H,0.049897227 +8191,N78H,0.07778103 +8192,N78I,0.021835567 +8193,N78I,0.023306595 +8194,N78K,0.019118361 +8195,N78K,0.10315252 +8196,N78L,0.034674365 +8197,N78M,0.037336 +8198,N78M,0.022505851 +8199,N78M,0.034200337 +8200,N78M,0.013798097 +8201,N78M,0.034834146 +8202,N78P,0.0017528522 +8203,N78P,0.0073478958 +8204,N78Q,0.18549845 +8205,N78R,0.07174922 +8206,N78R,0.07905127 +8207,N78R,0.054409638 +8208,N78S,0.06579252 +8209,N78S,0.024579374 +8210,N78S,0.11395491 +8211,N78T,0.03445153 +8212,N78T,0.07182763 +8213,N78T,0.09274823 +8214,N78T,0.11524081 +8215,N78W,0.0016915255 +8216,N78W,0.002822102 +8217,N78Y,0.007733793 +8218,P106A,0.021953808 +8219,P106A,0.0072872615 +8220,P106A,0.005385623 +8221,P106A,0.035559714 +8222,P106A,0.017703487 +8223,P106A,0.015868684 +8224,P106A,0.035681125 +8225,P106A,0.035949435 +8226,P106A,0.01391822 +8227,P106A,0.029103646 +8228,P106C,0.052110516 +8229,P106C,0.022839868 +8230,P106C,0.10455738 +8231,P106D,0.0080340365 +8232,P106D,0.0018772987 +8233,P106D,0.001565691 +8234,P106E,0.0065596965 +8235,P106E,0.00049987 +8236,P106E,0.0076151304 +8237,P106E,7.059265e-06 +8238,P106E,0.0007635309 +8239,P106E,6.416929e-09 +8240,P106E,0.0016441965 +8241,P106E,0.0024352004 +8242,P106F,0.0017572296 +8243,P106F,0.025739124 +8244,P106F,0.0029176618 +8245,P106F,0.00031931195 +8246,P106F,0.00011273821 +8247,P106F,0.0038593626 +8248,P106G,0.020769719 +8249,P106G,0.0065936386 +8250,P106G,0.010322047 +8251,P106G,0.024849035 +8252,P106G,0.028334538 +8253,P106G,0.005804726 +8254,P106H,0.0008339697 +8255,P106H,0.0039957585 +8256,P106H,0.002487871 +8257,P106H,0.0030835094 +8258,P106I,0.0104388315 +8259,P106I,0.01653204 +8260,P106I,0.008902505 +8261,P106I,0.0048361947 +8262,P106I,0.040361512 +8263,P106I,0.019186562 +8264,P106K,0.006941548 +8265,P106K,0.002582166 +8266,P106K,0.0031079946 +8267,P106K,0.018105097 +8268,P106K,0.009397046 +8269,P106K,0.022235427 +8270,P106K,0.008106495 +8271,P106K,0.0033546288 +8272,P106K,0.008152994 +8273,P106K,0.017272633 +8274,P106L,0.014519387 +8275,P106L,0.009673092 +8276,P106L,0.08861747 +8277,P106L,0.009611306 +8278,P106L,0.027387531 +8279,P106L,0.017314294 +8280,P106L,0.049825545 +8281,P106M,0.0713876 +8282,P106N,0.0016101092 +8283,P106N,0.003329099 +8284,P106N,0.001572934 +8285,P106N,0.00039108648 +8286,P106N,0.0035153476 +8287,P106N,0.0021074342 +8288,P106N,0.0043877657 +8289,P106N,0.0031109212 +8290,P106Q,0.0059646755 +8291,P106Q,0.008187347 +8292,P106Q,0.017128631 +8293,P106Q,0.0045968066 +8294,P106R,0.013756567 +8295,P106R,0.005292098 +8296,P106R,0.021348711 +8297,P106R,0.011448249 +8298,P106R,0.019836782 +8299,P106R,0.024283938 +8300,P106R,0.015913164 +8301,P106R,0.02692271 +8302,P106S,0.009048794 +8303,P106S,0.012583931 +8304,P106T,0.018542927 +8305,P106T,0.030683096 +8306,P106T,0.009572801 +8307,P106T,0.017097844 +8308,P106T,0.010630076 +8309,P106T,0.017583316 +8310,P106T,0.018691761 +8311,P106V,0.028418368 +8312,P106V,0.025396863 +8313,P106V,0.024486043 +8314,P106V,0.018082406 +8315,P106V,0.029304884 +8316,P106V,0.02427091 +8317,P106W,0.0076083904 +8318,P106W,0.00062603434 +8319,P106W,0.009586098 +8320,P106W,0.004785149 +8321,P106W,0.0034709962 +8322,P106Y,0.009153072 +8323,P106Y,0.00186715 +8324,P106Y,0.0029913683 +8325,P106Y,0.004098451 +8326,P106Y,0.0072732717 +8327,P106Y,0.014910618 +8328,P106Y,0.026688812 +8329,P106Y,0.00081414665 +8330,P106Y,0.009711378 +8331,P12A,0.03967889 +8332,P12D,0.02668251 +8333,P12I,0.038871225 +8334,P12K,0.031185698 +8335,P12M,0.2669014 +8336,P12M,0.17119677 +8337,P12Q,0.10648194 +8338,P12R,0.03080705 +8339,P12R,0.1634551 +8340,P12S,0.02615213 +8341,P12T,0.06108983 +8342,P12T,0.07027382 +8343,P12T,0.09829199 +8344,P12V,0.028685195 +8345,P12V,0.055199943 +8346,P12W,0.033570133 +8347,P131A,0.021735247 +8348,P131C,0.03595219 +8349,P131D,0.12573266 +8350,P131E,0.07229513 +8351,P131E,0.051006056 +8352,P131F,0.0029544276 +8353,P131F,0.0019471291 +8354,P131F,0.002199862 +8355,P131F,0.0059446674 +8356,P131G,0.032419384 +8357,P131G,0.016854959 +8358,P131H,0.054304656 +8359,P131L,0.005695076 +8360,P131L,0.0072896783 +8361,P131L,0.006687179 +8362,P131L,0.0027581677 +8363,P131M,0.04717033 +8364,P131M,0.019130936 +8365,P131N,0.075947516 +8366,P131N,0.10508423 +8367,P131Q,0.23219666 +8368,P131R,0.021056185 +8369,P131R,0.046178535 +8370,P131R,0.03468269 +8371,P131S,0.08108319 +8372,P131S,0.033192087 +8373,P131S,0.062840775 +8374,P131S,0.062146936 +8375,P131T,0.012809945 +8376,P131T,0.025660796 +8377,P131T,0.027399084 +8378,P131T,0.023822956 +8379,P131V,0.011979182 +8380,P131V,0.0035636218 +8381,P131W,0.0026337493 +8382,P131W,0.0023726642 +8383,P131W,0.005532468 +8384,P131Y,0.0067888466 +8385,P132A,0.005386555 +8386,P132A,0.0033600773 +8387,P132C,0.005777119 +8388,P132C,0.007941758 +8389,P132C,0.0129804555 +8390,P132C,0.0063087135 +8391,P132F,0.0002060503 +8392,P132F,0.0008417011 +8393,P132F,0.0013246227 +8394,P132G,0.013368546 +8395,P132G,0.0078693405 +8396,P132G,0.018195525 +8397,P132G,0.005469541 +8398,P132H,0.00024272615 +8399,P132H,0.00051593594 +8400,P132I,0.010141357 +8401,P132K,0.003877488 +8402,P132K,0.0011473336 +8403,P132K,0.00037082075 +8404,P132L,0.002772145 +8405,P132L,0.004749027 +8406,P132N,0.0016691384 +8407,P132N,2.0724856e-05 +8408,P132N,0.00037476668 +8409,P132Q,0.0019380524 +8410,P132Q,0.0011382971 +8411,P132Q,0.00453455 +8412,P132Q,0.0011533287 +8413,P132Q,0.00092296564 +8414,P132R,0.00082962477 +8415,P132R,0.0015940291 +8416,P132R,0.00024837232 +8417,P132T,0.02754448 +8418,P132T,0.01021058 +8419,P132T,0.014067255 +8420,P132V,0.012392482 +8421,P132W,0.00029034217 +8422,P132W,0.0010559993 +8423,P132W,0.00043185963 +8424,P132Y,0.00095296017 +8425,P132Y,0.00041871876 +8426,P133A,0.051413808 +8427,P133D,0.20820181 +8428,P133E,0.03440002 +8429,P133F,0.022734929 +8430,P133F,0.040224776 +8431,P133F,0.022263033 +8432,P133F,0.03133828 +8433,P133F,0.047505494 +8434,P133F,0.02211104 +8435,P133F,0.017905733 +8436,P133F,0.02575085 +8437,P133G,0.04575089 +8438,P133G,0.049010698 +8439,P133G,0.0953094 +8440,P133H,0.06535753 +8441,P133H,0.11673375 +8442,P133I,0.028238736 +8443,P133I,0.066962615 +8444,P133I,0.050263014 +8445,P133I,0.03372998 +8446,P133I,0.041447062 +8447,P133K,0.039246414 +8448,P133L,0.040117513 +8449,P133L,0.049411852 +8450,P133L,0.06365105 +8451,P133L,0.04541983 +8452,P133L,0.045869317 +8453,P133M,0.024950797 +8454,P133M,0.040644117 +8455,P133M,0.04082092 +8456,P133N,0.31771576 +8457,P133Q,0.16044329 +8458,P133R,0.021561317 +8459,P133T,0.07137455 +8460,P133T,0.09127896 +8461,P133V,0.06772881 +8462,P133V,0.045518294 +8463,P133W,0.027891532 +8464,P133W,0.03351635 +8465,P133W,0.026049342 +8466,P133Y,0.07916917 +8467,P133Y,0.04133369 +8468,P138A,0.08364124 +8469,P138A,0.093744256 +8470,P138A,0.03357336 +8471,P138A,0.047640845 +8472,P138C,0.07233143 +8473,P138C,0.03843049 +8474,P138D,0.08204816 +8475,P138D,0.06566969 +8476,P138D,0.07772955 +8477,P138D,0.048635945 +8478,P138E,0.05579852 +8479,P138F,0.04874967 +8480,P138H,0.04804831 +8481,P138H,0.029092658 +8482,P138H,0.013898474 +8483,P138I,0.04868603 +8484,P138K,0.10249821 +8485,P138K,0.08150363 +8486,P138K,0.19135796 +8487,P138K,0.10979499 +8488,P138L,0.022995608 +8489,P138M,0.02569027 +8490,P138M,0.020788917 +8491,P138M,0.026280124 +8492,P138N,0.14859244 +8493,P138N,0.120281585 +8494,P138N,0.21974199 +8495,P138Q,0.09401424 +8496,P138Q,0.055367246 +8497,P138R,0.022997541 +8498,P138S,0.057395346 +8499,P138S,0.07086745 +8500,P138S,0.042850748 +8501,P138T,0.0343843 +8502,P138T,0.08049733 +8503,P138Y,0.020701546 +8504,P138Y,0.022296196 +8505,P138Y,0.029388268 +8506,P14A,0.10836094 +8507,P14C,0.026933717 +8508,P14C,0.040760845 +8509,P14C,0.032721214 +8510,P14E,0.06351653 +8511,P14F,0.004169883 +8512,P14F,0.002493732 +8513,P14F,0.0012223169 +8514,P14G,0.024065044 +8515,P14H,0.0330215 +8516,P14H,0.018164907 +8517,P14I,0.002730485 +8518,P14K,0.037181467 +8519,P14K,0.04781325 +8520,P14K,0.060127378 +8521,P14L,0.00422047 +8522,P14L,0.005244549 +8523,P14L,0.0031065892 +8524,P14M,0.012777129 +8525,P14M,0.007073009 +8526,P14M,0.032033645 +8527,P14N,0.06726818 +8528,P14N,0.032283314 +8529,P14N,0.04047756 +8530,P14Q,0.0585645 +8531,P14Q,0.021404233 +8532,P14Q,0.010368578 +8533,P14R,0.029402189 +8534,P14R,0.03905957 +8535,P14S,0.01972695 +8536,P14S,0.047397908 +8537,P14S,0.049744833 +8538,P14V,0.0011057853 +8539,P14V,0.0049035335 +8540,P14V,0.0029144064 +8541,P14V,0.0062072827 +8542,P14V,0.003657545 +8543,P14W,0.0046263915 +8544,P14Y,0.013865128 +8545,P164A,0.06684868 +8546,P164M,0.043403324 +8547,P164N,0.04950226 +8548,P164N,0.040523153 +8549,P164N,0.009528383 +8550,P164Q,0.030272808 +8551,P164Q,0.107229024 +8552,P164Q,0.0635939 +8553,P164Q,0.09658086 +8554,P164R,0.002042808 +8555,P164R,0.004695392 +8556,P164R,0.0022153705 +8557,P164S,0.04969253 +8558,P164S,0.16048084 +8559,P164S,0.0465599 +8560,P164S,0.086468786 +8561,P164T,0.07858909 +8562,P164T,0.056663938 +8563,P164V,0.07328177 +8564,P164W,0.016094057 +8565,P164W,0.0355004 +8566,P164Y,0.024462873 +8567,P164Y,0.030350795 +8568,P171A,0.15923153 +8569,P171A,0.047685035 +8570,P171D,0.013136703 +8571,P171E,0.024714854 +8572,P171F,0.010409795 +8573,P171F,0.008846771 +8574,P171F,0.016559206 +8575,P171F,0.014618333 +8576,P171F,0.0087476 +8577,P171F,0.015217932 +8578,P171G,0.0050678835 +8579,P171G,0.005180805 +8580,P171H,0.06369505 +8581,P171H,0.024499979 +8582,P171H,0.072850876 +8583,P171H,0.048924576 +8584,P171I,0.012121998 +8585,P171I,0.008049449 +8586,P171I,0.019629473 +8587,P171L,0.0017463993 +8588,P171L,0.0012251871 +8589,P171M,0.0032669464 +8590,P171M,0.0047144126 +8591,P171M,0.003701182 +8592,P171N,0.017476192 +8593,P171N,0.011296865 +8594,P171Q,0.0098708365 +8595,P171R,0.00071600487 +8596,P171R,0.00042223016 +8597,P171T,0.033042446 +8598,P171V,0.04895831 +8599,P171W,0.019778196 +8600,P171W,0.01226144 +8601,P171W,0.014274931 +8602,P171W,0.008451253 +8603,P171Y,0.020079028 +8604,P171Y,0.07469965 +8605,P219A,0.0988356 +8606,P219C,0.024057608 +8607,P219C,0.028307257 +8608,P219D,0.052332815 +8609,P219D,0.07666891 +8610,P219D,0.018973 +8611,P219D,0.084660344 +8612,P219E,0.17086728 +8613,P219E,0.054920238 +8614,P219E,0.070632316 +8615,P219F,0.025973119 +8616,P219G,0.07934005 +8617,P219G,0.06742544 +8618,P219I,0.036733445 +8619,P219I,0.03573866 +8620,P219K,0.04712386 +8621,P219K,0.041840132 +8622,P219K,0.07110227 +8623,P219L,0.054528356 +8624,P219L,0.04102381 +8625,P219L,0.039161555 +8626,P219L,0.025201844 +8627,P219N,0.032907784 +8628,P219Q,0.06488933 +8629,P219Q,0.086161524 +8630,P219Q,0.034867804 +8631,P219R,0.09364959 +8632,P219R,0.0224918 +8633,P219R,0.10913481 +8634,P219R,0.04618277 +8635,P219T,0.06467881 +8636,P219V,0.046555966 +8637,P219V,0.031064812 +8638,P219W,0.0559298 +8639,P219W,0.14790241 +8640,P219W,0.13702218 +8641,P219W,0.042043794 +8642,P224A,0.2207039 +8643,P224A,0.2977681 +8644,P224C,0.04625345 +8645,P224F,0.05186956 +8646,P224I,0.04013722 +8647,P224I,0.12898359 +8648,P224K,0.05836697 +8649,P224M,0.13219234 +8650,P224T,0.114199124 +8651,P224T,0.08645849 +8652,P224T,0.09958243 +8653,P224T,0.11238324 +8654,P224T,0.0883665 +8655,P37I,0.026888734 +8656,P37K,0.19921644 +8657,P37K,0.09799511 +8658,P37K,0.037291355 +8659,P37K,0.1749795 +8660,P37L,0.021902908 +8661,P37L,0.009686689 +8662,P37M,0.016420687 +8663,P37M,0.03715175 +8664,P37M,0.042730767 +8665,P37M,0.071161844 +8666,P37N,0.05379725 +8667,P37N,0.050102998 +8668,P37S,0.0663508 +8669,P37S,0.07294316 +8670,P37T,0.02225531 +8671,P37T,0.03410446 +8672,P37V,0.030407261 +8673,P37V,0.029012823 +8674,P37V,0.033257373 +8675,P37V,0.027397763 +8676,P37V,0.022054674 +8677,P37W,0.0077793533 +8678,P37W,0.01078782 +8679,P37Y,0.05132941 +8680,P37Y,0.049501266 +8681,P37Y,0.020567192 +8682,P37Y,0.05322528 +8683,P45A,0.055311475 +8684,P45A,0.04747618 +8685,P45C,0.049970984 +8686,P45C,0.04019446 +8687,P45D,0.00429443 +8688,P45D,0.008615498 +8689,P45D,0.0077495165 +8690,P45E,0.10075264 +8691,P45E,0.099779904 +8692,P45E,0.12314376 +8693,P45E,0.1544513 +8694,P45E,0.044443328 +8695,P45E,0.04017992 +8696,P45F,0.046481963 +8697,P45F,0.043016735 +8698,P45F,0.060057227 +8699,P45F,0.043074984 +8700,P45F,0.054788582 +8701,P45F,0.040694445 +8702,P45G,0.059974134 +8703,P45H,0.34390956 +8704,P45H,0.09624178 +8705,P45H,0.105775766 +8706,P45H,0.09672664 +8707,P45I,0.06308992 +8708,P45I,0.05647157 +8709,P45I,0.08579203 +8710,P45I,0.12461442 +8711,P45K,0.002337446 +8712,P45K,0.057060447 +8713,P45L,0.030498533 +8714,P45M,0.069946095 +8715,P45M,0.057588488 +8716,P45M,0.046028074 +8717,P45M,0.03854453 +8718,P45M,0.14366643 +8719,P45N,0.03083071 +8720,P45Q,0.11462086 +8721,P45Q,0.14484927 +8722,P45Q,0.046940837 +8723,P45S,0.015498518 +8724,P45S,0.0166863 +8725,P45S,0.3181587 +8726,P45T,0.12659328 +8727,P45T,0.15638673 +8728,P45T,0.08495381 +8729,P45V,0.050056443 +8730,P45V,0.04721919 +8731,P45W,0.0142268 +8732,P45Y,0.017541604 +8733,P70C,0.042509515 +8734,P70C,0.038697235 +8735,P70C,0.03692143 +8736,P70D,0.31858733 +8737,P70E,0.23144718 +8738,P70E,0.1266911 +8739,P70F,0.01823038 +8740,P70F,0.012970394 +8741,P70F,0.009182984 +8742,P70F,0.015725639 +8743,P70G,0.16503228 +8744,P70G,0.111867644 +8745,P70G,0.15327796 +8746,P70H,0.2762428 +8747,P70H,0.10415752 +8748,P70H,0.094334036 +8749,P70H,0.08902817 +8750,P70H,0.054039925 +8751,P70I,0.041936886 +8752,P70I,0.03439869 +8753,P70L,0.024638955 +8754,P70L,0.038470816 +8755,P70L,0.03701691 +8756,P70L,0.033171028 +8757,P70N,0.085636966 +8758,P70N,0.040147066 +8759,P70Q,0.17877878 +8760,P70R,0.09076265 +8761,P70R,0.107033014 +8762,P70R,0.079879284 +8763,P70R,0.10643987 +8764,P70S,0.07360661 +8765,P70S,0.039432924 +8766,P70S,0.1403154 +8767,P70T,0.043929227 +8768,P70V,0.04721746 +8769,P70V,0.050941937 +8770,P70V,0.055362668 +8771,P70W,0.01167203 +8772,P70W,0.03156207 +8773,P70W,0.0037973202 +8774,P70Y,0.12788987 +8775,P88C,0.09875696 +8776,P88C,0.100471966 +8777,P88C,0.093891166 +8778,P88D,0.052181352 +8779,P88D,0.10983974 +8780,P88E,0.13506521 +8781,P88F,0.0638258 +8782,P88F,0.14071397 +8783,P88H,0.18678147 +8784,P88H,0.05407279 +8785,P88H,0.012493592 +8786,P88I,0.07520782 +8787,P88I,0.12655376 +8788,P88I,0.041588187 +8789,P88K,0.049573887 +8790,P88K,4.348051e-05 +8791,P88K,0.07388809 +8792,P88L,0.006342872 +8793,P88L,0.012145971 +8794,P88L,0.034969747 +8795,P88M,0.014095621 +8796,P88M,0.008731605 +8797,P88N,0.09767707 +8798,P88N,0.23242298 +8799,P88N,0.06631406 +8800,P88N,0.078243546 +8801,P88Q,0.097576395 +8802,P88Q,0.06676535 +8803,P88Q,0.0064269383 +8804,P88R,0.052436087 +8805,P88S,0.053826123 +8806,P88T,0.20209013 +8807,P88V,0.17071348 +8808,P88V,0.01261174 +8809,P88V,0.012089405 +8810,P88V,0.015300649 +8811,P88V,0.08117015 +8812,P88V,0.028573658 +8813,P88V,0.029906776 +8814,P88W,0.010078043 +8815,P88W,0.015046424 +8816,P88W,0.040721107 +8817,Q107A,0.26429623 +8818,Q107A,0.20183653 +8819,Q107A,0.14023814 +8820,Q107C,0.04113972 +8821,Q107C,0.039521925 +8822,Q107D,0.18624151 +8823,Q107D,0.06819592 +8824,Q107D,0.07880076 +8825,Q107D,0.060954567 +8826,Q107E,0.0417212 +8827,Q107E,0.108238705 +8828,Q107E,0.019715315 +8829,Q107E,0.05403989 +8830,Q107E,0.071302414 +8831,Q107E,0.20139073 +8832,Q107E,0.040179595 +8833,Q107F,0.050163105 +8834,Q107F,0.063012786 +8835,Q107F,0.15758914 +8836,Q107G,0.08189117 +8837,Q107G,0.09699205 +8838,Q107G,0.024798408 +8839,Q107G,0.0037109128 +8840,Q107G,0.16614735 +8841,Q107G,0.080737524 +8842,Q107G,0.005305965 +8843,Q107H,0.19880682 +8844,Q107H,0.14800364 +8845,Q107H,0.21394353 +8846,Q107H,0.45346752 +8847,Q107H,0.033121746 +8848,Q107H,0.038308173 +8849,Q107I,0.01238653 +8850,Q107I,0.063421324 +8851,Q107I,0.19091497 +8852,Q107I,0.022169031 +8853,Q107I,0.09653002 +8854,Q107I,0.12433382 +8855,Q107K,0.063856386 +8856,Q107K,0.15986495 +8857,Q107L,0.016311545 +8858,Q107L,0.024669383 +8859,Q107L,0.1199047 +8860,Q107L,0.10656015 +8861,Q107L,0.093474746 +8862,Q107L,0.051317904 +8863,Q107M,0.029893985 +8864,Q107M,0.014447513 +8865,Q107N,0.020339157 +8866,Q107N,0.1808143 +8867,Q107N,0.08538256 +8868,Q107N,0.028484678 +8869,Q107P,0.013441291 +8870,Q107P,0.030497987 +8871,Q107P,0.029546842 +8872,Q107P,0.014220237 +8873,Q107P,0.030440198 +8874,Q107P,0.07079282 +8875,Q107P,0.020209212 +8876,Q107P,0.019771276 +8877,Q107P,0.022129254 +8878,Q107R,0.290597 +8879,Q107R,0.099603765 +8880,Q107R,0.14802232 +8881,Q107R,0.10572609 +8882,Q107R,0.021626806 +8883,Q107S,0.03711705 +8884,Q107S,0.20966706 +8885,Q107S,0.12316562 +8886,Q107S,0.06647573 +8887,Q107T,0.06155878 +8888,Q107T,0.13107349 +8889,Q107T,0.11365147 +8890,Q107T,0.030438486 +8891,Q107T,0.059863426 +8892,Q107T,0.022898154 +8893,Q107T,0.08377796 +8894,Q107V,0.04419124 +8895,Q107V,0.0032299794 +8896,Q107V,0.0053688465 +8897,Q107V,0.053942893 +8898,Q107V,0.07754866 +8899,Q107V,0.0760236 +8900,Q107V,0.15326835 +8901,Q107W,0.02152428 +8902,Q107W,0.0075431988 +8903,Q107W,0.012026254 +8904,Q107W,0.031890936 +8905,Q107W,0.037771232 +8906,Q107W,0.02291112 +8907,Q107W,0.0735497 +8908,Q107Y,0.028785717 +8909,Q107Y,0.015841106 +8910,Q107Y,0.023193842 +8911,Q107Y,0.035488196 +8912,Q107Y,0.047107603 +8913,Q194C,0.19756079 +8914,Q194C,0.06463648 +8915,Q194C,0.07178823 +8916,Q194D,0.00092318153 +8917,Q194E,0.15423013 +8918,Q194E,0.10786713 +8919,Q194F,0.183028 +8920,Q194F,0.3134927 +8921,Q194F,0.13050605 +8922,Q194F,0.26481712 +8923,Q194G,0.05792433 +8924,Q194H,0.042657647 +8925,Q194H,0.10327024 +8926,Q194H,0.08770293 +8927,Q194I,0.039145097 +8928,Q194K,0.0022081507 +8929,Q194K,0.0009846004 +8930,Q194L,0.15744089 +8931,Q194L,0.12223336 +8932,Q194M,0.23458123 +8933,Q194N,0.040395163 +8934,Q194P,0.0023772016 +8935,Q194P,0.0006448451 +8936,Q194P,0.0010506914 +8937,Q194P,0.0003748668 +8938,Q194P,0.0012908728 +8939,Q194R,0.0010138316 +8940,Q194R,0.0028520236 +8941,Q194R,0.000641686 +8942,Q194S,0.02475005 +8943,Q194S,0.021943491 +8944,Q194T,0.05475133 +8945,Q194T,0.104657434 +8946,Q194T,0.047073457 +8947,Q194V,0.10101705 +8948,Q194V,0.06020878 +8949,Q194V,0.042872116 +8950,Q194V,0.028047893 +8951,Q194W,0.10577361 +8952,Q263A,0.071757376 +8953,Q263A,0.11209899 +8954,Q263D,0.0029567229 +8955,Q263D,0.00020520926 +8956,Q263G,0.028535366 +8957,Q263G,0.10579481 +8958,Q263G,0.046322122 +8959,Q263G,0.06603308 +8960,Q263G,0.023391815 +8961,Q263H,0.055435065 +8962,Q263I,0.04948883 +8963,Q263I,0.053306233 +8964,Q263I,0.06194486 +8965,Q263I,0.07146111 +8966,Q263I,0.13266282 +8967,Q263K,0.033249397 +8968,Q263K,0.029940773 +8969,Q263K,0.03747486 +8970,Q263L,0.13312301 +8971,Q263M,0.11530498 +8972,Q263M,0.1189965 +8973,Q263M,0.04223962 +8974,Q263N,0.088861674 +8975,Q263N,0.06805184 +8976,Q263N,0.026393838 +8977,Q263N,0.038295873 +8978,Q263N,0.117846936 +8979,Q263N,0.023354683 +8980,Q263N,0.054507717 +8981,Q263P,0.0019719414 +8982,Q263P,0.004008051 +8983,Q263S,0.11583756 +8984,Q263S,0.011134061 +8985,Q263S,0.003441713 +8986,Q263S,0.021218417 +8987,Q263S,0.0070528453 +8988,Q263T,0.112601705 +8989,Q263V,0.053194143 +8990,Q263V,0.059132207 +8991,Q263V,0.09531877 +8992,Q263V,0.054455385 +8993,Q263W,0.0063465293 +8994,Q263Y,0.048882455 +8995,Q263Y,0.08155307 +8996,Q283A,0.08971928 +8997,Q283C,0.05613221 +8998,Q283D,0.14421624 +8999,Q283E,0.07971142 +9000,Q283E,0.056189287 +9001,Q283F,0.043767177 +9002,Q283F,0.016459154 +9003,Q283G,0.034068253 +9004,Q283G,0.060594216 +9005,Q283H,0.08017369 +9006,Q283H,0.13062999 +9007,Q283I,0.06328461 +9008,Q283I,0.11943226 +9009,Q283I,0.094862685 +9010,Q283K,0.024244225 +9011,Q283K,0.046190564 +9012,Q283K,0.032749526 +9013,Q283K,0.04690343 +9014,Q283L,0.074376926 +9015,Q283L,0.059233535 +9016,Q283M,0.26765925 +9017,Q283M,0.12150622 +9018,Q283N,0.015803222 +9019,Q283N,0.09449052 +9020,Q283P,0.0012109134 +9021,Q283P,0.0011808255 +9022,Q283R,0.04924945 +9023,Q283R,0.11184891 +9024,Q283R,0.06411104 +9025,Q283S,0.059874717 +9026,Q283S,0.075491585 +9027,Q283T,0.058286317 +9028,Q283T,0.078273915 +9029,Q283V,0.07223776 +9030,Q283W,0.061090063 +9031,Q283W,0.06235203 +9032,Q283W,0.03642308 +9033,Q283Y,0.041418184 +9034,Q283Y,0.050898194 +9035,Q283Y,0.08439187 +9036,Q283Y,0.06294598 +9037,Q283Y,0.058165498 +9038,Q299C,0.04549916 +9039,Q299C,0.09902597 +9040,Q299C,0.060060825 +9041,Q299D,0.022867676 +9042,Q299E,0.031600676 +9043,Q299G,0.004501104 +9044,Q299G,0.016910318 +9045,Q299G,0.01268323 +9046,Q54S,0.10521851 +9047,Q54T,0.048409626 +9048,Q54T,0.029205378 +9049,Q54T,0.041003346 +9050,Q54T,0.055299964 +9051,Q54V,0.036599748 +9052,Q54W,0.05615688 +9053,Q54W,0.016773231 +9054,Q54W,0.0147809945 +9055,Q54W,0.03387739 +9056,Q54W,0.031828 +9057,Q54W,0.015696408 +9058,Q54Y,0.048748005 +9059,R110A,0.15651762 +9060,R110A,0.066251144 +9061,R110A,0.068234354 +9062,R110C,0.07361105 +9063,R110C,0.1993287 +9064,R110C,0.30839354 +9065,R110C,0.089391604 +9066,R110C,0.0564552 +9067,R110C,0.19137605 +9068,R110C,0.017455155 +9069,R110C,0.013549197 +9070,R110C,0.038251784 +9071,R110C,0.055630255 +9072,R110D,0.011559472 +9073,R110D,0.017296785 +9074,R110D,0.007213894 +9075,R110D,0.006413883 +9076,R110D,0.0416959 +9077,R110E,0.02498908 +9078,R110E,0.118089564 +9079,R110E,0.07164674 +9080,R110E,0.010706788 +9081,R110F,0.04413613 +9082,R110F,0.0548435 +9083,R110F,0.03506056 +9084,R110F,0.0084271645 +9085,R110G,0.01616955 +9086,R110G,0.049812328 +9087,R110G,0.028677791 +9088,R110G,0.048547257 +9089,R110G,0.06773346 +9090,R110G,0.02765339 +9091,R110G,0.05030424 +9092,R110H,0.051065866 +9093,R110H,0.0030947393 +9094,R110H,0.15484351 +9095,R110H,0.11901957 +9096,R110H,0.30567664 +9097,R110H,0.17645803 +9098,R110H,0.26070392 +9099,R110H,0.21866089 +9100,R110H,0.11114275 +9101,R110I,0.17231259 +9102,R110I,0.009094303 +9103,R110I,0.18781556 +9104,R110I,0.018426431 +9105,R110I,0.13244404 +9106,R110I,0.1100598 +9107,R110I,0.1129256 +9108,R110I,0.20861155 +9109,R110I,0.29886547 +9110,R110I,0.16329199 +9111,R110K,0.015389265 +9112,R110K,0.13824596 +9113,R110K,0.018024366 +9114,R110K,0.2706539 +9115,R110K,0.09624362 +9116,R110K,0.08422431 +9117,R110K,0.0051936447 +9118,R110K,0.03643745 +9119,R110K,0.017845498 +9120,R110K,0.066756204 +9121,R110L,0.18761039 +9122,R110L,0.0071085547 +9123,R110L,0.07002807 +9124,R110L,0.040547296 +9125,R110L,0.10504738 +9126,R110L,0.21847953 +9127,R110L,0.149145 +9128,R110L,0.0014733918 +9129,R110L,0.0706978 +9130,R110L,0.06354621 +9131,R110M,0.2312163 +9132,R110M,0.17093043 +9133,R110M,0.05447107 +9134,R110M,0.050031353 +9135,R110N,0.1282877 +9136,R110N,0.11323196 +9137,R110N,0.019057816 +9138,R110N,0.0069428976 +9139,R110N,0.020517766 +9140,R110N,0.05417366 +9141,R110N,0.05564996 +9142,R110N,0.06195152 +9143,R110P,0.00394538 +9144,R110P,0.018035697 +9145,R110P,0.005989383 +9146,R110P,0.041089837 +9147,R110P,0.04038397 +9148,R110P,0.050212473 +9149,R110P,0.016355038 +9150,R110Q,0.016113266 +9151,R110Q,0.0008279739 +9152,R110Q,0.21370363 +9153,R110Q,0.018293351 +9154,R110Q,0.121113464 +9155,R110Q,0.0868155 +9156,R110Q,0.26765648 +9157,R110Q,0.14283268 +9158,R110Q,0.11051737 +9159,R110Q,0.0522704 +9160,R110S,0.09604748 +9161,R110S,0.06680097 +9162,R110T,0.00035662405 +9163,R110T,0.003952157 +9164,R110T,0.003777657 +9165,R110T,0.09405252 +9166,R110V,0.11004173 +9167,R110V,0.07858769 +9168,R110V,0.066824436 +9169,R110V,0.15174638 +9170,R110W,0.042234022 +9171,R110W,0.0882418 +9172,R110W,0.06409096 +9173,R110W,0.08218064 +9174,R110Y,0.021524902 +9175,R110Y,0.017072001 +9176,R110Y,0.074821144 +9177,R110Y,0.0038562957 +9178,R110Y,0.05625366 +9179,R110Y,0.02890984 +9180,R122A,0.09184882 +9181,R122A,0.16862282 +9182,R122A,0.096213035 +9183,R122A,0.0826255 +9184,R122C,0.021255877 +9185,R122C,0.038940977 +9186,R122C,0.04736458 +9187,R122C,0.027293017 +9188,R122C,0.043365978 +9189,R122C,0.10689725 +9190,R122D,0.31956562 +9191,R122D,0.26784435 +9192,R122E,0.086905815 +9193,R122F,0.050240383 +9194,R122F,0.10152324 +9195,R122F,0.14391379 +9196,R122F,0.09023719 +9197,R122F,0.09925086 +9198,R122F,0.1119405 +9199,R122F,0.17215285 +9200,R122G,0.02176959 +9201,R122G,0.07416088 +9202,R122G,0.0827977 +9203,R122G,0.07017991 +9204,R122G,0.0983919 +9205,R122G,0.10139408 +9206,R122H,0.26794222 +9207,R122H,0.10141463 +9208,R122H,0.16971454 +9209,R122I,0.018025173 +9210,R122I,0.033459518 +9211,R122I,0.015687905 +9212,R122I,0.043356385 +9213,R122I,0.01889232 +9214,R122I,0.047663886 +9215,R122I,0.13081256 +9216,R122K,0.18608029 +9217,R122L,0.19391993 +9218,R122M,0.11151598 +9219,R122M,0.048262578 +9220,R122M,0.0695499 +9221,R122M,0.04520656 +9222,R122N,0.15245149 +9223,R122N,0.08469214 +9224,R122P,0.061790414 +9225,R122P,0.051703036 +9226,R122P,0.09488224 +9227,R122P,0.10552505 +9228,R122Q,0.41555765 +9229,R122Q,0.18559565 +9230,R122S,0.1522338 +9231,R122S,0.09242774 +9232,R122S,0.5145883 +9233,R122S,0.17354962 +9234,R122S,0.11821422 +9235,R122S,0.041154735 +9236,R122T,0.1400728 +9237,R122T,0.07544618 +9238,R122T,0.19495738 +9239,R122V,0.077741385 +9240,R122V,0.024562133 +9241,R122V,0.057732783 +9242,R122V,0.06180468 +9243,R122V,0.11060866 +9244,R122W,0.07638325 +9245,R122W,0.054460652 +9246,R122W,0.03452552 +9247,R122W,0.09183579 +9248,R122W,0.109683454 +9249,R122W,0.25310722 +9250,R137A,0.09610276 +9251,R137A,0.1989552 +9252,R137D,0.14658602 +9253,R137E,0.33195058 +9254,R137E,0.26789817 +9255,R137F,0.052632667 +9256,R137F,0.059711877 +9257,R137F,0.2335922 +9258,R137H,0.045949418 +9259,R137H,0.2770099 +9260,R137H,0.19850025 +9261,R137H,0.05407648 +9262,R137H,0.2823531 +9263,R137I,0.072128065 +9264,R137I,0.08605165 +9265,R137I,0.058422226 +9266,R137K,0.25132725 +9267,R137K,0.1456906 +9268,R137K,0.1692344 +9269,R137L,0.12330537 +9270,R137L,0.09173828 +9271,R137L,0.27269244 +9272,R137L,0.1553394 +9273,R137L,0.2207632 +9274,R137M,0.16399227 +9275,R137M,0.13244091 +9276,R137S,0.34797937 +9277,R137T,0.1795316 +9278,R137T,0.23375691 +9279,R137V,0.05385236 +9280,R137V,0.026988093 +9281,R137V,0.03170016 +9282,R137W,0.037750926 +9283,R137W,0.03998066 +9284,R137W,0.085411884 +9285,R137Y,0.09016809 +9286,R137Y,0.12943152 +9287,R137Y,0.14367737 +9288,R148A,0.07908296 +9289,R148A,0.12479477 +9290,R148A,0.07631282 +9291,R148C,0.02965906 +9292,R148C,0.039990693 +9293,R148D,0.053650443 +9294,R148D,0.028080069 +9295,R148D,0.03960897 +9296,R148D,0.047443226 +9297,R148E,0.13856232 +9298,R148E,0.06555986 +9299,R148E,0.12405631 +9300,R148E,0.12219921 +9301,R148F,0.038935132 +9302,R148F,0.06439915 +9303,R148H,0.077232525 +9304,R148H,0.074980795 +9305,R148H,0.019154692 +9306,R148I,0.0528751 +9307,R148I,0.10034585 +9308,R148I,0.047077402 +9309,R148K,0.06024861 +9310,R148L,0.0313812 +9311,R148L,0.009867799 +9312,R148L,0.037503134 +9313,R148L,0.058783334 +9314,R148N,0.061762497 +9315,V293C,0.02513944 +9316,R148Q,0.108073935 +9317,R148Q,0.053834222 +9318,R148S,0.09757781 +9319,R148S,0.04746536 +9320,R148S,0.09080047 +9321,R148S,0.07574731 +9322,R148V,0.016301913 +9323,R148V,0.07257592 +9324,R148V,0.05169473 +9325,R148V,0.069375284 +9326,R148V,0.040790543 +9327,R148W,0.08473417 +9328,R148W,0.06696656 +9329,R148W,0.048546325 +9330,R155A,0.1980435 +9331,R155C,0.17646596 +9332,R155C,0.3326693 +9333,R155C,0.1677874 +9334,R155D,0.020939648 +9335,R155D,0.033515155 +9336,R155D,0.04101586 +9337,R155E,0.15460382 +9338,R155E,0.3129293 +9339,R155E,0.22266571 +9340,R155F,0.41361198 +9341,R155F,0.52458745 +9342,R155F,0.28106466 +9343,R155F,0.47420076 +9344,R155F,0.03614539 +9345,R155F,0.1012328 +9346,R155F,0.8180228 +9347,R155F,0.35704 +9348,R155G,0.0920824 +9349,R155G,0.108580045 +9350,R155G,0.13472757 +9351,R155H,0.15037405 +9352,R155H,0.2617415 +9353,R155H,0.33573732 +9354,R155H,0.5354419 +9355,R155H,0.30694696 +9356,R155H,0.1462482 +9357,R155H,0.34829822 +9358,R155H,0.07014461 +9359,R155I,0.16887099 +9360,R155I,0.15522146 +9361,R155K,0.26615477 +9362,R155K,0.39659235 +9363,R155K,0.3881795 +9364,R155K,0.24045712 +9365,R155K,0.22733201 +9366,R155K,0.112817116 +9367,R155K,0.44867194 +9368,R155K,0.18666546 +9369,R155K,0.32203457 +9370,R155K,0.2602844 +9371,R155L,0.08262716 +9372,R155M,0.4472743 +9373,R155M,0.19412953 +9374,R155M,0.2644238 +9375,R155M,0.43214107 +9376,R155M,0.20976289 +9377,R155M,0.5753218 +9378,R155M,0.36322454 +9379,R155M,0.19089636 +9380,R155M,0.41408077 +9381,R155N,0.037561554 +9382,R155P,0.0013169555 +9383,R155T,0.106870115 +9384,R155T,0.12323484 +9385,R155V,0.08657778 +9386,R155V,0.16841196 +9387,R155V,0.36536297 +9388,R155V,0.34504205 +9389,R165A,0.025469745 +9390,R165C,0.030430438 +9391,R165C,0.046858955 +9392,R165C,0.0591583 +9393,R165D,0.008977488 +9394,R165D,0.0065914467 +9395,R165E,0.029617934 +9396,R165F,0.02430074 +9397,R165F,0.0371623 +9398,R165H,0.092082106 +9399,R165I,0.09085415 +9400,R165I,0.09688628 +9401,R165K,0.06754677 +9402,R165K,0.06671705 +9403,R165L,0.13968334 +9404,R165L,0.07054891 +9405,R165L,0.093802996 +9406,R165M,0.041615095 +9407,R165M,0.07995849 +9408,R165M,0.05653158 +9409,R165M,0.081356965 +9410,R165M,0.1109127 +9411,R165M,0.044055864 +9412,R165M,0.076333806 +9413,R165M,0.06868897 +9414,R165N,0.086949386 +9415,R165N,0.018786583 +9416,R165P,0.0005514464 +9417,R165P,0.003897505 +9418,R165S,0.082378395 +9419,R165S,0.05842721 +9420,R165S,0.042321596 +9421,R165S,0.036529858 +9422,R165S,0.021849813 +9423,R165T,0.038423724 +9424,R165T,0.072791636 +9425,R165T,0.11575543 +9426,R165T,0.08779675 +9427,R165T,0.067800365 +9428,R165V,0.05688464 +9429,R165V,0.043577455 +9430,R165W,0.035612494 +9431,R165W,0.0144852055 +9432,R165W,0.022244161 +9433,R165Y,0.060978714 +9434,R247A,0.26622093 +9435,R247A,0.17373416 +9436,R247C,0.13320681 +9437,R247C,0.07860615 +9438,R247C,0.090658925 +9439,R247C,0.07908721 +9440,R247C,0.04671492 +9441,R247D,0.07639984 +9442,R247D,0.03413215 +9443,R247E,0.09355747 +9444,R247E,0.18662566 +9445,R247E,0.21509732 +9446,R247E,0.14128546 +9447,R247F,0.07937647 +9448,R247H,0.38561034 +9449,R247I,0.1870148 +9450,R247I,0.0778258 +9451,R247I,0.14202657 +9452,R247K,0.37507015 +9453,R247K,0.62590265 +9454,R247L,0.07777604 +9455,R247L,0.09334451 +9456,R247L,0.11947991 +9457,R247M,0.09413361 +9458,R247M,0.040556576 +9459,R247N,0.3285026 +9460,R247N,0.23891169 +9461,R247N,0.48314956 +9462,R247N,0.37647778 +9463,R247P,0.0064006643 +9464,R247Q,0.2546628 +9465,R247Q,0.16132596 +9466,R247Q,0.3262732 +9467,R247S,0.32221547 +9468,R247T,0.18482274 +9469,R247T,0.3444364 +9470,R247V,0.14014235 +9471,R247V,0.035197705 +9472,R247W,0.02809877 +9473,R247W,0.06556578 +9474,R247Y,0.098937586 +9475,R258A,0.068310834 +9476,R258A,0.14968273 +9477,R258C,0.3617571 +9478,R258C,0.16354556 +9479,R258C,0.00047062582 +9480,R258D,0.025470575 +9481,R258D,0.038639635 +9482,R258D,0.024239453 +9483,R258E,0.069824494 +9484,R258E,0.11708521 +9485,R258F,0.0612891 +9486,R258F,0.056005567 +9487,R258F,0.047278717 +9488,R258F,0.07556234 +9489,R258F,0.14300367 +9490,R258F,0.09855514 +9491,R258G,0.057000283 +9492,R258G,0.039526027 +9493,R258H,0.112073526 +9494,R258H,0.038467765 +9495,R258I,0.12163152 +9496,R258I,0.1459221 +9497,R258I,0.14718834 +9498,R258I,0.088454604 +9499,R258K,0.3810842 +9500,R258K,0.22968967 +9501,R258K,0.14560553 +9502,R258K,0.30112 +9503,R258K,0.1261785 +9504,R258L,0.19154312 +9505,R258L,0.14217182 +9506,R258L,0.12159425 +9507,R258L,0.120633185 +9508,R258L,0.21374111 +9509,R258L,0.19165994 +9510,R258M,0.17828034 +9511,R258M,0.09356119 +9512,R258M,0.24459612 +9513,R258N,0.030963732 +9514,R258N,0.06682948 +9515,R258N,0.03306823 +9516,R258N,0.048185933 +9517,R258N,0.056157995 +9518,R258P,0.00087182515 +9519,R258Q,0.16267341 +9520,R258Q,0.044350896 +9521,R258Q,0.18961737 +9522,R258Q,0.19946747 +9523,R258Q,0.10145676 +9524,R258S,0.07604744 +9525,R258S,0.09023167 +9526,R258S,0.080027536 +9527,R258S,0.10273856 +9528,R258T,0.11511066 +9529,R258T,0.05955333 +9530,R258T,0.29183787 +9531,R258T,0.12783834 +9532,R258T,0.1052585 +9533,R258T,0.1591276 +9534,R258T,0.0802174 +9535,R258T,0.14044091 +9536,R258T,0.11096578 +9537,R258T,0.17489164 +9538,R258V,0.03698114 +9539,R258V,0.10116888 +9540,R258V,0.09791592 +9541,R258V,0.21856776 +9542,R258W,0.047188044 +9543,R258W,0.045353472 +9544,R258W,0.033648163 +9545,R258W,0.026408404 +9546,R258W,0.049729753 +9547,R258W,0.054350253 +9548,R258W,0.03931775 +9549,R258W,0.015394233 +9550,R258W,0.043063033 +9551,R258Y,0.09008783 +9552,R258Y,0.10463101 +9553,R258Y,0.06934642 +9554,R258Y,0.044627238 +9555,R274A,0.07145495 +9556,R274A,0.05580875 +9557,R274C,0.053746015 +9558,R274D,0.0028944814 +9559,R274D,0.0012134174 +9560,R274E,0.008051557 +9561,R274E,0.0091845505 +9562,R274F,0.37129766 +9563,R274F,0.18717453 +9564,R274F,0.38626543 +9565,R274F,0.14466405 +9566,R274G,0.013042281 +9567,R274G,0.019976107 +9568,R274G,0.0055522695 +9569,R274H,0.104536414 +9570,R274H,0.38678464 +9571,R274H,0.16480261 +9572,R274I,0.042257607 +9573,R274I,0.057044197 +9574,R274I,0.08903283 +9575,R274K,0.262905 +9576,R274K,0.10127441 +9577,R274L,0.07022884 +9578,R274M,0.22563963 +9579,R274N,0.04928496 +9580,R274N,0.020802299 +9581,R274N,0.04160972 +9582,R274N,0.010058812 +9583,R43Q,0.0059008915 +9584,R43Q,0.002329605 +9585,R43Q,0.00087393785 +9586,R43Q,0.0043124687 +9587,R43S,0.0024165884 +9588,R43S,0.0015741568 +9589,R43T,0.0009612456 +9590,R43T,0.0012714586 +9591,R43V,0.004040527 +9592,R43W,0.00079919165 +9593,R43W,0.00011877726 +9594,R43W,0.00026992205 +9595,R47A,0.0316293 +9596,R47A,0.057179056 +9597,R47A,0.030055331 +9598,R47C,0.022363868 +9599,R47C,0.010508688 +9600,R47C,0.06349969 +9601,R47E,0.0073474175 +9602,R47E,0.0092501175 +9603,R47E,0.010459628 +9604,R47F,0.0013860711 +9605,R47H,0.021786423 +9606,R47H,0.01938108 +9607,R47H,0.026817568 +9608,R47H,0.058712903 +9609,R47L,0.007215869 +9610,R47L,0.03089326 +9611,R47L,0.03151373 +9612,R47L,0.02616117 +9613,R47L,0.014078543 +9614,R47M,0.013729872 +9615,R47M,0.019714048 +9616,R47P,0.009600792 +9617,R47P,0.020950116 +9618,R47Q,0.048361823 +9619,R47Q,0.030615598 +9620,R47Q,0.03444502 +9621,R47S,0.004874927 +9622,R47V,0.09194237 +9623,R47V,0.04349357 +9624,R47W,0.007505381 +9625,R47Y,0.023786781 +9626,R47Y,0.015576923 +9627,R47Y,0.009082507 +9628,R47Y,0.005651893 +9629,R90A,0.034072664 +9630,R90C,0.49527073 +9631,R90C,0.5952106 +9632,R90C,0.03099678 +9633,R90D,0.040823277 +9634,R90I,0.07301171 +9635,R90I,0.07254784 +9636,R90I,0.019927055 +9637,R90I,0.119165525 +9638,R90K,0.20099664 +9639,R90L,0.040534697 +9640,R90L,0.032556623 +9641,R90L,0.037879217 +9642,R90L,0.03494184 +9643,R90N,0.35566178 +9644,R90N,0.12864769 +9645,R90P,0.063543566 +9646,R90P,0.04887076 +9647,R90P,0.059754502 +9648,R90P,0.036959343 +9649,R90P,0.024116471 +9650,R90P,0.10427284 +9651,R90P,0.0441898 +9652,R90Q,0.16923447 +9653,R90S,0.3430918 +9654,R90S,0.15826918 +9655,R90T,0.066467226 +9656,R90T,0.11866854 +9657,R90T,0.12015971 +9658,R90V,0.071886994 +9659,R90V,0.033915114 +9660,R90W,0.030916277 +9661,R90W,0.028182805 +9662,R90W,0.04936733 +9663,R90Y,0.030230561 +9664,R90Y,0.011335084 +9665,R94A,0.057893027 +9666,R94C,0.050829757 +9667,R94C,0.04883331 +9668,R94D,0.012155346 +9669,R94D,0.03905759 +9670,R94E,0.013322099 +9671,R94E,0.026592297 +9672,R94E,0.033909094 +9673,R94F,0.0892994 +9674,R94F,0.10291775 +9675,R94F,0.03552301 +9676,R94G,0.029783601 +9677,R94G,0.043374173 +9678,R94G,0.045908935 +9679,R94G,0.0490989 +9680,R94H,0.044522807 +9681,R94I,0.040566266 +9682,R94I,0.032854088 +9683,R94I,0.04089219 +9684,R94K,0.027195945 +9685,R94K,0.16647248 +9686,R94L,0.038991056 +9687,R94L,0.03572918 +9688,R94P,0.022774225 +9689,R94P,0.023871185 +9690,R94Q,0.082480915 +9691,R94Q,0.076637916 +9692,R94Q,0.08960015 +9693,R94Q,0.08866737 +9694,R94Q,0.03129942 +9695,R94S,0.02504514 +9696,R94S,0.11863334 +9697,R94S,0.04390587 +9698,R94S,0.040303346 +9699,R94S,0.08209414 +9700,R94T,0.09386804 +9701,R94T,0.088935636 +9702,R94T,0.06347155 +9703,R94V,0.1462153 +9704,R94W,0.01315646 +9705,R94W,0.03492383 +9706,R94Y,0.079276994 +9707,R94Y,0.21446319 +9708,R94Y,0.12533887 +9709,R96C,0.014584482 +9710,R96C,0.01772658 +9711,R96C,0.0011072308 +9712,R96D,0.001544551 +9713,R96D,0.0018713189 +9714,R96D,0.00066020555 +9715,R96D,0.00046031852 +9716,R96E,0.0060312934 +9717,R96E,0.0011927853 +9718,R96E,0.0047838534 +9719,R96E,0.0034643975 +9720,R96G,0.07577489 +9721,R96G,0.16666698 +9722,R96G,0.019120397 +9723,R96I,0.0363134 +9724,R96I,0.038033035 +9725,R96L,0.018174393 +9726,R96L,0.0006936267 +9727,R96L,0.0026556347 +9728,R96N,0.036416896 +9729,R96N,0.05580052 +9730,R96P,0.0015026409 +9731,R96Q,0.01880282 +9732,R96Q,0.0038484763 +9733,R96Q,0.08044737 +9734,R96Q,0.0015858804 +9735,R96S,0.18514703 +9736,R96S,0.07305485 +9737,R96S,0.05409712 +9738,R96S,0.029032933 +9739,R96S,0.099003285 +9740,R96S,0.07134167 +9741,R96S,0.19012545 +9742,R96S,0.018083919 +9743,R96S,0.1350474 +9744,R96S,0.04084875 +9745,R96T,0.0017195977 +9746,R96T,0.018595856 +9747,R96V,0.023426868 +9748,R96W,0.00020820607 +9749,S103C,0.0062935185 +9750,S103C,0.007893316 +9751,S103C,0.028589655 +9752,S103C,0.006507939 +9753,S103D,0.003765372 +9754,S103D,0.0055840183 +9755,S103E,0.0004100839 +9756,S103E,0.0006085724 +9757,S103E,0.00022046389 +9758,S103E,0.00041743062 +9759,S103E,0.0007506522 +9760,S103G,0.04535546 +9761,S103G,0.060259685 +9762,S103H,0.0018760626 +9763,S103H,0.0005622705 +9764,S103H,0.0027427324 +9765,S103H,0.00054897845 +9766,S103H,0.0020027058 +9767,S103H,0.0012476883 +9768,S103H,0.0039542513 +9769,S103I,0.015433309 +9770,S103I,0.006853088 +9771,S103K,0.00047408117 +9772,S103K,0.0012411909 +9773,S103K,0.00016278165 +9774,S103K,5.2124014e-05 +9775,S103K,0.00056252454 +9776,S103L,0.00086976937 +9777,S103L,0.0010875264 +9778,S103L,0.0016250258 +9779,S103L,0.0017869124 +9780,S103L,0.0047366675 +9781,S103M,0.010638185 +9782,S103M,0.0048780004 +9783,S103M,0.0062908055 +9784,S103M,0.00066287693 +9785,S103M,0.004667656 +9786,S103N,0.00707326 +9787,S103N,0.0063337106 +9788,S103N,0.010726993 +9789,S103N,0.0053186445 +9790,S103N,0.0024647964 +9791,S103P,0.00019575829 +9792,S103P,0.0019891884 +9793,S103P,0.000387994 +9794,S103P,0.000433703 +9795,S103P,0.00043090325 +9796,S103Q,0.0019175317 +9797,S103Q,0.0011906927 +9798,S103Q,0.0013772543 +9799,S103R,0.0005359993 +9800,S103R,0.0019528129 +9801,S103T,0.053937245 +9802,S103T,0.04577931 +9803,S103V,0.002438735 +9804,S103V,0.034621473 +9805,S103V,0.004322089 +9806,S103W,0.0019576815 +9807,S103W,0.0006119449 +9808,S103W,0.00022037308 +9809,S103W,0.00010257068 +9810,S103W,0.0005144766 +9811,S103W,0.003343702 +9812,S103Y,0.0018889419 +9813,S103Y,0.0028150675 +9814,S103Y,0.002450875 +9815,S103Y,2.0402133e-05 +9816,S103Y,0.0002462825 +9817,S103Y,8.06787e-05 +9818,S103Y,0.0009830762 +9819,S103Y,0.00076532346 +9820,S114A,0.25292224 +9821,S114A,0.23249963 +9822,S114A,0.04632073 +9823,S114D,0.17561865 +9824,S114D,0.029478852 +9825,S114D,0.45692962 +9826,S114E,0.032665715 +9827,S114E,0.23922825 +9828,S114E,0.0018976136 +9829,S114E,0.40854007 +9830,S114E,0.26408952 +9831,S114E,0.29584628 +9832,S114E,0.31910607 +9833,S114F,0.09824784 +9834,S114F,0.08614167 +9835,S114F,0.2638081 +9836,S114F,0.06616269 +9837,S114F,0.023729604 +9838,S114G,0.03320163 +9839,S114G,0.015156243 +9840,S114G,0.0009737911 +9841,S114G,0.15253535 +9842,S114G,0.026410324 +9843,S114G,0.2537934 +9844,S114G,0.411908 +9845,S114G,0.033661146 +9846,S114G,0.16853552 +9847,S114H,0.20207006 +9848,S114H,0.0008613377 +9849,S114H,0.0069295773 +9850,S114H,0.23678318 +9851,S114H,0.09435091 +9852,S114I,0.2089891 +9853,S114I,0.106845304 +9854,S114I,0.15782155 +9855,S114L,0.029701516 +9856,S114L,0.110146455 +9857,S114L,0.08272494 +9858,S114L,0.022075761 +9859,S114L,0.04589022 +9860,S114M,0.0048025036 +9861,S114M,0.0005300943 +9862,S114M,0.0018036689 +9863,S114M,0.05163331 +9864,S114M,0.0007778854 +9865,S114M,0.007204402 +9866,S114N,0.50926274 +9867,S114N,0.13381015 +9868,S114N,0.23084854 +9869,S114N,0.02403076 +9870,S114P,0.05019683 +9871,S114P,0.007965094 +9872,S114P,0.022231514 +9873,S114P,0.010019124 +9874,S114P,0.088661574 +9875,S114P,0.017719906 +9876,S114P,0.012567561 +9877,S114P,0.100776345 +9878,S114Q,0.2614122 +9879,S114Q,0.08416255 +9880,S114Q,0.18148492 +9881,S114Q,0.0100658005 +9882,S114Q,0.62283474 +9883,S114Q,0.3389117 +9884,S114Q,0.67687005 +9885,S114Q,0.09165759 +9886,S114R,0.007983585 +9887,S114R,0.008108255 +9888,S114R,0.20781206 +9889,S114R,0.0008052222 +9890,S114R,0.021401199 +9891,S114T,0.25486723 +9892,S114T,0.26342568 +9893,S114T,0.12180164 +9894,S114T,0.07481802 +9895,S114T,0.36538935 +9896,S114T,0.60707027 +9897,S114T,0.44722947 +9898,S114T,0.09792337 +9899,S114T,0.20542245 +9900,S114V,0.2681218 +9901,S114V,0.03294959 +9902,S114V,0.021547891 +9903,S114V,0.02674631 +9904,S114W,0.17364226 +9905,S114W,0.18803757 +9906,S114W,0.20906049 +9907,S114Y,0.005159588 +9908,S114Y,0.41995966 +9909,S114Y,0.25567096 +9910,S114Y,0.088327296 +9911,S114Y,0.06760691 +9912,S114Y,0.0007139613 +9913,S114Y,8.1641825e-05 +9914,S114Y,0.036609866 +9915,S114Y,0.50512666 +9916,S114Y,0.115682654 +9917,S117A,0.5766856 +9918,S117A,0.041391626 +9919,S117A,0.6170365 +9920,S117C,0.25190008 +9921,S117D,0.18039726 +9922,S117D,0.5423028 +9923,S117D,0.04723868 +9924,S117D,0.1639048 +9925,S117D,0.32229772 +9926,S117D,0.007947523 +9927,S117D,0.037810743 +9928,S117D,0.01766707 +9929,S117D,0.12353966 +9930,S117D,0.11937551 +9931,S117E,0.29217735 +9932,S117E,0.5271122 +9933,S117E,0.11769228 +9934,S117E,0.07802381 +9935,S117E,0.23109673 +9936,S117E,0.13444088 +9937,S117E,0.3226165 +9938,S117F,0.123217806 +9939,S117F,0.18057631 +9940,S117F,0.08190963 +9941,S117F,0.24892887 +9942,S117F,0.21008699 +9943,S117G,0.002758218 +9944,S117G,0.048502345 +9945,S117G,0.0089108525 +9946,S117G,0.03637787 +9947,S117G,0.12490975 +9948,S117G,0.067905694 +9949,S117H,0.3994347 +9950,S117H,0.44709674 +9951,S117H,0.52309966 +9952,S117H,0.10648415 +9953,S117H,0.48816007 +9954,S117H,0.40539137 +9955,S117H,0.21688901 +9956,S117H,0.49153313 +9957,S117I,0.054172803 +9958,S117I,0.08025128 +9959,S117I,0.028935775 +9960,S117I,0.1030086 +9961,S117I,0.0018714495 +9962,S117I,0.011156188 +9963,S117I,0.30256495 +9964,S117I,0.038684055 +9965,S117I,8.587362e-06 +9966,S117K,0.015560411 +9967,S117K,0.18162231 +9968,S117K,0.00017946586 +9969,S117K,0.04050227 +9970,S117K,0.15533864 +9971,S117K,0.18285882 +9972,S117L,0.039095774 +9973,S117L,0.32475248 +9974,S117L,0.015013607 +9975,S117L,0.4084533 +9976,S117L,0.0762887 +9977,S117L,0.043781403 +9978,S117L,0.16500603 +9979,S117L,0.010465051 +9980,S117M,0.09888754 +9981,S117M,0.11740662 +9982,S117M,0.004533569 +9983,S117M,0.068712294 +9984,S117M,0.2658617 +9985,S117N,0.0076602674 +9986,S117N,0.08368469 +9987,S117N,0.007172793 +9988,S117N,0.32259804 +9989,S117N,0.007595795 +9990,S117N,0.045538727 +9991,S117N,0.03059805 +9992,S117N,0.01365831 +9993,S117N,0.33329037 +9994,S117N,0.43798104 +9995,S117P,0.0035366355 +9996,S117P,0.011204843 +9997,S117P,0.00853635 +9998,S117P,0.012499512 +9999,S117P,0.0031675338 +10000,S117P,0.014674667 +10001,S117Q,0.13448259 +10002,S117Q,0.19450358 +10003,S117Q,0.06782308 +10004,S117R,0.008644827 +10005,S117R,0.135343 +10006,S117R,0.20029812 +10007,S117R,0.41086012 +10008,S117T,0.45476153 +10009,S117V,0.3882834 +10010,S117V,0.07335212 +10011,S117V,0.1760437 +10012,S117V,0.046417333 +10013,S117V,0.025215978 +10014,S117V,0.0051793815 +10015,S117V,0.01989761 +10016,S117V,0.14798968 +10017,S117V,0.0028598176 +10018,S117V,0.08505441 +10019,S117W,0.11301225 +10020,S117W,0.19870368 +10021,S117W,0.03776753 +10022,S117W,0.049627244 +10023,S117W,0.00028282337 +10024,S117W,0.18926333 +10025,S117W,0.014733398 +10026,S117W,0.001455798 +10027,S117Y,0.07410478 +10028,S117Y,0.06468699 +10029,S11C,0.16116266 +10030,S11C,0.090001136 +10031,S11C,0.07203555 +10032,S11D,0.05556984 +10033,S11D,0.11172244 +10034,S11D,0.07201396 +10035,S11E,0.06955335 +10036,S11E,0.07745979 +10037,S11E,0.05384363 +10038,S11G,0.18378952 +10039,S11G,0.100191705 +10040,S11L,0.05525109 +10041,S11L,0.12589881 +10042,S11M,0.09180976 +10043,S11M,0.060544126 +10044,S11N,0.07023572 +10045,S11N,0.053477928 +10046,S11P,0.118841484 +10047,S11R,0.069189765 +10048,S11R,0.12325799 +10049,S11T,0.33519 +10050,S11T,0.28349563 +10051,S11V,0.073869556 +10052,S11V,0.16508056 +10053,S11W,0.049253073 +10054,S11W,0.09507428 +10055,S11W,0.070061475 +10056,S11W,0.07842346 +10057,S11Y,0.08617415 +10058,S11Y,0.027780851 +10059,S145A,0.07786991 +10060,S145A,0.07308887 +10061,S145A,0.2997726 +10062,S145C,0.047791228 +10063,S145C,0.04318159 +10064,S145N,0.0026141189 +10065,S145P,0.0021270716 +10066,S145P,0.00016883649 +10067,S145P,0.0021717357 +10068,S145R,0.00036326193 +10069,S145R,0.0006240236 +10070,S145T,0.0019515741 +10071,S145V,0.005803792 +10072,S145W,0.00071836135 +10073,S145W,0.0015200502 +10074,S145Y,0.0008741206 +10075,S145Y,0.00074079627 +10076,S160C,0.22707082 +10077,S160C,0.15650967 +10078,S160C,0.24591468 +10079,S160C,0.15505745 +10080,S160C,0.37633222 +10081,S160C,0.022564271 +10082,S160C,0.36887535 +10083,S160C,0.3159094 +10084,S160D,0.691368 +10085,S160D,0.3815722 +10086,S160D,0.80492866 +10087,S160D,0.5398692 +10088,S160D,0.3006533 +10089,S160D,0.6392032 +10090,S160D,0.08887379 +10091,S160E,0.29548836 +10092,S160E,0.33725867 +10093,S160E,0.5294142 +10094,S160E,0.3341383 +10095,S160E,0.25064355 +10096,S160E,0.32694292 +10097,S160E,0.11773871 +10098,S160E,0.44303998 +10099,S160F,0.0008450768 +10100,S160F,0.0014990304 +10101,S160F,0.0037288843 +10102,S160F,0.0047937725 +10103,S160G,0.20436321 +10104,S160G,0.09731588 +10105,S160H,0.32485408 +10106,S160H,0.22443481 +10107,S160H,0.21250969 +10108,S160H,0.30064005 +10109,S160I,0.050630502 +10110,S160I,0.031288844 +10111,S160I,0.08673066 +10112,S160L,0.011421714 +10113,S160L,0.008381708 +10114,S160M,0.02177707 +10115,S160M,0.016249372 +10116,S160N,0.32847476 +10117,S160N,0.14043924 +10118,S160N,0.20340775 +10119,S160N,0.14913021 +10120,S160N,0.25870076 +10121,S160N,0.3041973 +10122,S160N,0.11164153 +10123,S160N,0.44191116 +10124,S160N,0.35614544 +10125,S160P,0.007391201 +10126,S160P,0.013683177 +10127,S160P,0.0089237755 +10128,S160Q,0.28835902 +10129,S160Q,0.315537 +10130,S160Q,0.26917502 +10131,S160Q,0.14725731 +10132,S160Q,0.23279172 +10133,S160Q,0.26078027 +10134,S160Q,0.062234875 +10135,S160Q,0.20680869 +10136,S160Q,0.38890645 +10137,S160R,0.057500307 +10138,S160R,0.035678916 +10139,S160R,0.044194013 +10140,S160R,0.041464437 +10141,S160T,0.4021974 +10142,S160T,0.1441018 +10143,S160T,0.41100597 +10144,S160T,0.3256604 +10145,S160T,0.12695387 +10146,S160T,0.22694817 +10147,S160T,0.32023942 +10148,S160V,0.23070689 +10149,S160V,0.28855506 +10150,S160Y,0.0007295653 +10151,S201A,0.026195966 +10152,S205A,0.16074237 +10153,S205C,0.08088263 +10154,S205D,0.023515461 +10155,S205E,0.12879652 +10156,S205E,0.07150095 +10157,S205E,0.09017917 +10158,S205E,0.12659171 +10159,S205F,0.059823208 +10160,S205F,0.012493827 +10161,S205F,0.03166906 +10162,S205F,0.028570073 +10163,S205F,0.07295407 +10164,S205G,0.1464801 +10165,S205G,0.12681827 +10166,S205G,0.03880165 +10167,S205H,0.008517993 +10168,S205H,0.10193841 +10169,S205H,0.060763326 +10170,S205H,0.11661308 +10171,S205I,0.060003567 +10172,S205I,0.033952158 +10173,S205I,0.07372322 +10174,S205I,0.027231453 +10175,S205K,0.118762664 +10176,S205K,0.20737441 +10177,S205L,0.1401284 +10178,S205L,0.11204938 +10179,S205L,0.111431755 +10180,S205L,0.11392882 +10181,S205L,0.06986455 +10182,S205M,0.13029285 +10183,S205N,0.026231285 +10184,S205N,0.023777295 +10185,S205N,0.031887934 +10186,S205P,0.08199784 +10187,S205Q,0.01683072 +10188,S205R,0.011892429 +10189,S205V,0.064142264 +10190,S205V,0.014136985 +10191,S205W,0.005924898 +10192,S205W,0.0075586843 +10193,S205W,0.012920456 +10194,S205W,0.0030004713 +10195,S205Y,0.042621385 +10196,S220A,0.111750685 +10197,S220C,0.14318614 +10198,S220C,0.124795385 +10199,S220D,0.084305115 +10200,S220E,0.05519871 +10201,S220F,0.03137733 +10202,S220F,0.045599785 +10203,S220G,0.074323 +10204,S220G,0.0696943 +10205,S220H,0.1570248 +10206,S220H,0.14320222 +10207,S220H,0.18125036 +10208,S220H,0.33754763 +10209,S220H,0.1871635 +10210,S220I,0.07010736 +10211,S220K,0.10550366 +10212,S220K,0.077800855 +10213,S220L,0.23323849 +10214,S220L,0.09359745 +10215,S220M,0.27950022 +10216,S220M,0.19180493 +10217,S220M,0.1428471 +10218,S220M,0.16683 +10219,S220M,0.29799947 +10220,S220N,0.3572754 +10221,S220N,0.30436847 +10222,S220P,0.10861978 +10223,S220Q,0.17933267 +10224,S220Q,0.12633818 +10225,S220Q,0.21438853 +10226,S220Q,0.120441504 +10227,S220Q,0.090830475 +10228,S220R,0.034230404 +10229,S220R,0.036107946 +10230,S220T,0.72695214 +10231,S220T,0.7932349 +10232,S220T,0.60278344 +10233,S220T,0.63074285 +10234,S220T,0.6354609 +10235,S220T,0.68554413 +10236,S220T,0.6533007 +10237,S220T,0.56284344 +10238,S220T,0.72245073 +10239,S220T,0.96558607 +10240,V293D,0.00093117333 +10241,V293D,8.332234e-05 +10242,V293D,0.001130849 +10243,V293D,0.0003384947 +10244,S220V,0.081218645 +10245,S220V,0.16745625 +10246,S220Y,0.08360782 +10247,S220Y,0.19845521 +10248,S220Y,0.05357487 +10249,S225A,0.08644859 +10250,S225E,0.11967817 +10251,S225E,0.080544576 +10252,S225G,0.05587499 +10253,S225H,0.043777436 +10254,S225I,0.029567407 +10255,S225K,0.037609737 +10256,S225L,0.029937673 +10257,S225L,0.069472365 +10258,S225L,0.06265873 +10259,S225M,0.14716752 +10260,S225M,0.06892392 +10261,S225M,0.0493244 +10262,S225N,0.10057013 +10263,S225N,0.052834127 +10264,S225Q,0.13112289 +10265,S225R,0.07645699 +10266,S225R,0.10700058 +10267,S225T,0.11417984 +10268,S225T,0.14767808 +10269,S225V,0.091263756 +10270,S225V,0.15182553 +10271,S225V,0.07347783 +10272,S225W,0.04582335 +10273,S225W,0.04898217 +10274,S226A,0.058945347 +10275,S226A,0.0643249 +10276,S226C,0.13790038 +10277,S226C,0.03411266 +10278,S226C,0.12836254 +10279,S226C,0.1687076 +10280,S226C,0.03785636 +10281,S226D,0.34516776 +10282,S226E,0.17240988 +10283,S226E,0.25031313 +10284,S226E,0.2863934 +10285,S226E,0.3211116 +10286,S226F,0.045306023 +10287,S226F,0.1968909 +10288,S226G,0.07702665 +10289,S226G,0.112941116 +10290,S226G,0.103514306 +10291,S226H,0.12295969 +10292,S226H,0.077093065 +10293,S226I,0.03042867 +10294,S226K,0.111155696 +10295,S226L,0.16685545 +10296,S226L,0.22956173 +10297,S226L,0.26741055 +10298,S226M,0.18278256 +10299,S226N,0.055161137 +10300,S226N,0.16668431 +10301,S226N,0.14041525 +10302,S226P,0.042095393 +10303,S226P,0.021671008 +10304,S226P,0.022717727 +10305,S226P,0.025017926 +10306,S226R,0.013094633 +10307,S226T,0.19526614 +10308,S226T,0.14732541 +10309,S226V,0.032862693 +10310,S226V,0.10339577 +10311,S226V,0.19301346 +10312,S226W,0.05240123 +10313,S226W,0.043277394 +10314,S226Y,0.11814984 +10315,S226Y,0.30461553 +10316,S267A,0.04050257 +10317,S267A,0.051927038 +10318,S267A,0.039717384 +10319,S267C,0.06140589 +10320,S267C,0.07257639 +10321,S267D,0.07032979 +10322,S267D,0.016477752 +10323,S267E,0.000710068 +10324,S267E,0.002317961 +10325,S267F,0.008167952 +10326,S267F,0.012786152 +10327,S267G,0.009531117 +10328,S267G,0.0067864843 +10329,S267G,0.005725313 +10330,S267H,0.04084507 +10331,S267I,0.00039294353 +10332,S267I,0.00031605278 +10333,S267M,0.0041339207 +10334,S267M,0.01169291 +10335,S267N,0.032982916 +10336,S267N,0.038137063 +10337,S267P,0.0010156569 +10338,S267Q,0.008920498 +10339,S267Q,0.029353017 +10340,S267T,0.038461372 +10341,S267T,0.052908875 +10342,S267T,0.048675235 +10343,S267T,0.05492112 +10344,S267V,0.010216841 +10345,S267V,0.011306083 +10346,S267V,0.011943623 +10347,S267V,0.0040947283 +10348,S267W,0.032220405 +10349,S267W,0.030449806 +10350,S267W,0.044319373 +10351,S292F,0.0040039644 +10352,S292G,0.006856749 +10353,S292I,0.018498342 +10354,S292P,8.340086e-05 +10355,S292Q,0.00049664185 +10356,S292T,0.0024058886 +10357,S292T,0.007031598 +10358,S301A,0.02509889 +10359,S301C,0.013447957 +10360,S301E,0.02616671 +10361,S301E,0.037302695 +10362,S301E,0.014709684 +10363,S301E,0.0128929205 +10364,S301F,0.013903046 +10365,S301G,0.2306934 +10366,S301G,0.41489592 +10367,S301H,0.018143866 +10368,S301H,0.030653497 +10369,S301H,0.032550156 +10370,S301H,0.018827103 +10371,S301I,0.017365742 +10372,S301K,0.01024508 +10373,S301K,0.027842216 +10374,S301K,0.056128666 +10375,S301L,0.0129965 +10376,S301L,0.0155982 +10377,S301L,0.025988339 +10378,S301L,0.011200044 +10379,S301M,0.014446458 +10380,S301M,0.015090895 +10381,S301N,0.024872381 +10382,S301P,0.009362029 +10383,S301Q,0.01936242 +10384,S301Q,0.02231995 +10385,S301R,0.035710562 +10386,S301R,0.005475487 +10387,S301T,0.18435727 +10388,S301T,0.35338902 +10389,S301T,0.16076787 +10390,S301T,0.24676526 +10391,S301V,0.0057248166 +10392,S301V,0.014668878 +10393,S301W,0.0059874314 +10394,S301W,0.003344 +10395,S301W,0.015150452 +10396,S301W,0.012337342 +10397,S301Y,0.010616163 +10398,S301Y,0.02361153 +10399,S301Y,0.022395354 +10400,S304C,0.17764542 +10401,S304C,0.20985644 +10402,S304D,0.15436804 +10403,S304D,0.118664816 +10404,S304E,0.054725725 +10405,S304E,0.13198365 +10406,S304F,0.11009214 +10407,S304F,0.08345898 +10408,S304F,0.06488039 +10409,S304G,0.101331614 +10410,S304G,0.08376446 +10411,S304G,0.06960939 +10412,S304G,0.214748 +10413,S304H,0.29925606 +10414,S304I,0.1940485 +10415,S304I,0.25771365 +10416,S304K,0.22090779 +10417,S304K,0.17336948 +10418,S304K,0.10967973 +10419,S304K,0.16166614 +10420,S304L,0.19005476 +10421,S304L,0.20342882 +10422,S304L,0.13722764 +10423,S304L,0.18325096 +10424,S304M,0.1734653 +10425,S304M,0.11098183 +10426,S304P,0.23813131 +10427,S304P,0.20063058 +10428,S304Q,0.19035903 +10429,S304R,0.29248655 +10430,S304T,0.16278394 +10431,S304T,0.08110201 +10432,S304T,0.20963491 +10433,S304V,0.055963602 +10434,S304V,0.18346089 +10435,S304V,0.12294669 +10436,S304V,0.004609328 +10437,S304W,0.09580416 +10438,S304W,0.10512496 +10439,S49A,0.07367731 +10440,S49A,0.066854596 +10441,S49C,0.029648764 +10442,S49C,0.057304483 +10443,S49E,0.08234823 +10444,S49E,0.11378374 +10445,S49E,0.117420904 +10446,S49F,0.052569337 +10447,S49F,0.03368015 +10448,S49F,0.049911194 +10449,S49F,0.03943709 +10450,S49G,0.008825798 +10451,S49G,0.020206753 +10452,S49G,0.019634394 +10453,S49G,0.017319158 +10454,S49G,0.030958991 +10455,S49H,0.006865569 +10456,S49H,0.113649935 +10457,S49H,0.003005737 +10458,S49H,0.112735905 +10459,S49H,0.0004774243 +10460,S49H,0.0012161813 +10461,S49I,0.12652896 +10462,S49I,0.09706168 +10463,S49K,0.039931282 +10464,S49K,0.044957902 +10465,S49L,0.047920205 +10466,S49M,0.03933616 +10467,S49M,0.07086424 +10468,S49N,0.043143805 +10469,S49N,0.011938692 +10470,S49N,0.0048809624 +10471,S49P,0.028383568 +10472,S49R,0.03775846 +10473,S49R,0.01015114 +10474,S49R,0.043025736 +10475,S49R,0.062087197 +10476,S49R,0.21956229 +10477,S49R,0.12087402 +10478,S49R,0.20577897 +10479,S49R,0.06531287 +10480,S49R,0.026258472 +10481,S49R,0.039977502 +10482,S49T,0.1216668 +10483,S49T,0.01847813 +10484,S49T,0.2002084 +10485,S49T,0.07139087 +10486,S49T,0.031808462 +10487,S49W,0.050679293 +10488,S57C,0.24964027 +10489,S57E,0.14202252 +10490,S57F,0.12890299 +10491,S57F,0.15497065 +10492,S57F,0.16269578 +10493,S57G,0.02953414 +10494,S57G,0.072125584 +10495,S57H,0.12703103 +10496,S57H,0.10883677 +10497,S57I,0.056908384 +10498,S57I,0.26678035 +10499,S57I,0.22427823 +10500,S57K,0.24256459 +10501,S57K,0.08186294 +10502,S57K,0.15659854 +10503,S57L,0.16910237 +10504,S57L,0.077807374 +10505,S57M,0.13745192 +10506,S57M,0.27228075 +10507,S57M,0.08498936 +10508,S57N,0.1651799 +10509,S57N,0.1743317 +10510,S57N,0.14024118 +10511,S57N,0.13340259 +10512,S57N,0.19037884 +10513,S57N,0.07637303 +10514,V40P,0.0024930518 +10515,S57Q,0.17035088 +10516,S57R,0.11319919 +10517,S57R,0.1368599 +10518,S57T,0.6033202 +10519,S57T,0.663255 +10520,S57V,0.37791428 +10521,S57V,0.3722773 +10522,S57W,0.06332516 +10523,S57W,0.07302697 +10524,S57W,0.08970622 +10525,S57W,0.058438685 +10526,S57Y,0.053299382 +10527,S57Y,0.061946232 +10528,S57Y,0.06535579 +10529,S61A,0.05460849 +10530,S61C,0.029969105 +10531,S61D,0.288246 +10532,S61D,0.12361058 +10533,S61E,0.050728995 +10534,S61G,0.10630372 +10535,S61G,0.054274797 +10536,S61G,0.04603667 +10537,S61G,0.12526934 +10538,S61G,0.080271944 +10539,S61H,0.09688951 +10540,S61I,0.018634195 +10541,S61I,0.004611952 +10542,S61K,0.119477 +10543,S61K,0.038121644 +10544,S61K,0.19794483 +10545,S61K,0.05692787 +10546,S61K,0.04853202 +10547,S61L,0.02225012 +10548,S61M,0.024274213 +10549,S61M,0.038021497 +10550,S61N,0.1790952 +10551,S61N,0.27840042 +10552,S61P,0.010137336 +10553,S61P,0.013315864 +10554,S61P,0.003529261 +10555,S61P,0.0032085292 +10556,S61P,0.0068894704 +10557,S61Q,0.11998541 +10558,S61Q,0.24860257 +10559,S61Q,0.12590156 +10560,S61R,0.13295442 +10561,S61R,0.11625064 +10562,S61T,0.3107478 +10563,S61T,0.13113455 +10564,S61V,0.015913993 +10565,S61Y,0.021126889 +10566,S61Y,0.031282656 +10567,S61Y,0.02898714 +10568,S61Y,0.069480054 +10569,S67D,0.11729142 +10570,S67D,0.15745878 +10571,S67E,0.25090504 +10572,S67F,0.105011456 +10573,S67F,0.0507009 +10574,S67G,0.087186456 +10575,S67G,0.14795022 +10576,S67H,0.085169524 +10577,S67H,0.08078276 +10578,S67I,0.20361686 +10579,S67I,0.16078758 +10580,S67K,0.060540453 +10581,S67L,0.14505324 +10582,S67L,0.15065728 +10583,S67L,0.110584624 +10584,S67M,0.11686958 +10585,S67M,0.17261475 +10586,S67N,0.1422865 +10587,S67N,0.14976715 +10588,S67N,0.18894203 +10589,S67N,0.29124463 +10590,S67P,0.00088854437 +10591,S67P,0.0018593997 +10592,S67P,0.0005320467 +10593,S67P,0.0027393373 +10594,S67Q,0.123127945 +10595,S67Q,0.24573778 +10596,S67Q,0.23891427 +10597,S67Q,0.27345544 +10598,S67R,0.27910945 +10599,S67R,0.45331302 +10600,S67T,0.10292607 +10601,S67T,0.15256959 +10602,S67V,0.106139444 +10603,S67V,0.09840984 +10604,S67V,0.039829496 +10605,S69A,0.059056256 +10606,S69A,0.09800101 +10607,S69A,0.0985134 +10608,S69C,0.00937493 +10609,S69C,0.02185033 +10610,S69D,0.00017705162 +10611,S69D,0.0048650107 +10612,S69D,0.0006243106 +10613,S69D,0.0020661592 +10614,S69D,0.00012295482 +10615,S69D,0.0001029687 +10616,S69E,0.0033299823 +10617,S69E,0.0011932045 +10618,S69G,0.021070262 +10619,S69G,0.027368866 +10620,S69G,0.019223295 +10621,S69G,0.036468722 +10622,S69H,0.00092159637 +10623,S69H,0.0069170357 +10624,S69I,0.0019385655 +10625,S69I,0.0008481107 +10626,S69I,0.0020967394 +10627,S69K,0.001538084 +10628,S69K,0.0010071738 +10629,S69L,0.0037786565 +10630,S69P,0.0012990166 +10631,S69P,0.0009636404 +10632,S69Q,0.003188672 +10633,S69T,0.055616662 +10634,S69T,0.038190857 +10635,S69V,0.003063731 +10636,S69V,0.0025959495 +10637,S69W,0.00063670194 +10638,S69W,0.00063511747 +10639,S69W,0.0022272521 +10640,S69Y,0.001489832 +10641,S69Y,0.00065477256 +10642,S69Y,0.001542759 +10643,S6A,0.26960814 +10644,S6C,0.19294548 +10645,S6C,0.19574785 +10646,S6C,0.13595182 +10647,S6C,0.19516076 +10648,S6C,0.6607229 +10649,S6C,0.5671225 +10650,S6C,0.80134076 +10651,S6C,0.87260765 +10652,S6D,0.19684649 +10653,S6E,0.066056535 +10654,S6E,0.15747814 +10655,S6F,0.11717321 +10656,S6G,0.12711748 +10657,S6H,0.04821192 +10658,S6H,0.11663049 +10659,S6H,0.14861791 +10660,S6H,0.21570879 +10661,S6I,0.21126129 +10662,S6I,0.18470791 +10663,S6I,0.10316438 +10664,S6I,0.01768026 +10665,S6I,0.48972058 +10666,S6L,0.02808631 +10667,S6M,0.20573284 +10668,S6M,0.15871413 +10669,S6M,0.16339259 +10670,S6M,0.30967772 +10671,S6M,0.29093567 +10672,S6M,0.19291502 +10673,S6M,0.3662893 +10674,S6N,0.25423664 +10675,S6N,0.047818575 +10676,S6N,0.094777696 +10677,S6N,0.12698503 +10678,V40Q,0.00022338242 +10679,V40Q,0.00021384415 +10680,V40Q,0.0008710662 +10681,S6P,0.44143057 +10682,S6P,0.35768995 +10683,S6P,0.20747262 +10684,S6P,0.29267213 +10685,S6P,0.13247903 +10686,S6P,0.40323317 +10687,S6P,0.21418445 +10688,S6P,0.249082 +10689,S6P,0.20495066 +10690,S6Q,0.10978063 +10691,S6T,0.18068914 +10692,S6T,0.11341277 +10693,S6T,0.18671608 +10694,S6V,0.1919813 +10695,S6V,0.12831254 +10696,S6V,0.039580215 +10697,S6V,0.07998636 +10698,S6V,0.25182056 +10699,S6W,0.14471489 +10700,S6Y,0.192359 +10701,S6Y,0.07274473 +10702,S6Y,0.27619967 +10703,S6Y,0.19173889 +10704,T105A,0.014458097 +10705,T105A,0.004917022 +10706,T105C,0.023934282 +10707,T105D,0.00011943707 +10708,T105D,0.0012325846 +10709,T105E,0.0019598966 +10710,T105E,0.0013280207 +10711,T105F,0.026615566 +10712,T105F,0.02926609 +10713,T105F,0.009081029 +10714,T105F,0.011244979 +10715,T105F,0.011691192 +10716,T105F,0.013338645 +10717,T105G,0.0031791467 +10718,T105H,0.016277932 +10719,T105H,0.017335083 +10720,T105H,0.014795174 +10721,T105I,0.01834103 +10722,T105K,0.00092322845 +10723,T105L,0.015099333 +10724,T105L,0.0061602024 +10725,T105M,0.007067665 +10726,T105M,0.02321602 +10727,T105N,0.00016692324 +10728,T105P,0.0009969763 +10729,T105P,0.0007779218 +10730,T105Q,0.014164385 +10731,T105R,0.0056877285 +10732,T105S,0.03607724 +10733,T105S,0.021271944 +10734,T105V,0.020286955 +10735,T105V,0.011626019 +10736,T105W,0.00485874 +10737,T105W,0.0016160351 +10738,T105Y,0.02854579 +10739,T105Y,0.041661326 +10740,T105Y,0.03120636 +10741,T105Y,0.04502588 +10742,T10A,0.07826019 +10743,T10C,0.08041922 +10744,T10D,0.11945762 +10745,T10E,0.15500705 +10746,T10E,0.13544352 +10747,T10F,0.16409831 +10748,T10F,0.1114862 +10749,T10G,0.17634973 +10750,T10G,0.12945595 +10751,T10H,0.105845325 +10752,T10H,0.19764431 +10753,T10I,0.15572356 +10754,T10I,0.10823501 +10755,T10K,0.08639992 +10756,T10K,0.11901099 +10757,T10K,0.08633425 +10758,T10K,0.25834617 +10759,T10L,0.32276738 +10760,T10L,0.24531597 +10761,T10L,0.24927732 +10762,T10M,0.15551703 +10763,T10M,0.025124177 +10764,T10M,0.123093955 +10765,T10N,0.078818806 +10766,T10N,0.09095859 +10767,T10N,0.12312734 +10768,T10P,0.07534544 +10769,T10P,0.08260136 +10770,T10Q,0.39020434 +10771,T10Q,0.22296692 +10772,T10R,0.09295408 +10773,T10R,0.08776335 +10774,T10R,0.1436203 +10775,T10R,0.13626747 +10776,T10V,0.25898558 +10777,T10V,0.082576014 +10778,T10V,0.1694476 +10779,T10W,0.19354191 +10780,T10W,0.1712697 +10781,T10W,0.109596394 +10782,T10W,0.027223265 +10783,T10Y,0.14863396 +10784,T10Y,0.11229789 +10785,T121A,0.3124991 +10786,T121A,0.23141341 +10787,T121A,0.80595386 +10788,T121A,0.020364165 +10789,T121C,0.39114928 +10790,T121C,0.49846292 +10791,T121C,0.30786872 +10792,T121D,0.001841574 +10793,T121D,0.0009318508 +10794,T121D,0.00037845 +10795,T121D,0.0016703628 +10796,T121D,0.0016115095 +10797,T121D,0.0012396115 +10798,T121D,0.0005748141 +10799,T121E,0.0032056787 +10800,T121E,0.0027487348 +10801,T121E,0.004249567 +10802,T121E,0.0018236735 +10803,T121E,0.0012618486 +10804,T121E,0.001145596 +10805,T121F,0.025084835 +10806,T121F,0.02144077 +10807,T121F,0.035838414 +10808,T121F,0.0004893179 +10809,T121F,0.008292016 +10810,T121F,0.52295077 +10811,T121F,0.04255596 +10812,T121F,0.07219941 +10813,T121F,0.5342491 +10814,T121F,0.0035225444 +10815,T121G,0.21744129 +10816,T121G,0.003856393 +10817,T121G,0.04154639 +10818,T121G,0.00890399 +10819,T121G,0.33381805 +10820,T121G,0.11783108 +10821,T121H,0.02235986 +10822,T121H,0.0052644284 +10823,T121H,0.0005188177 +10824,T121H,0.0067778574 +10825,T121H,0.012764495 +10826,T121H,0.001240518 +10827,T121H,0.012066998 +10828,T121H,0.019453092 +10829,T121H,0.045210134 +10830,T121H,0.007093854 +10831,T121I,0.02220584 +10832,T121I,0.0096275415 +10833,T121I,0.83959216 +10834,T121I,0.0237656 +10835,T121I,0.013473623 +10836,T121I,0.09902626 +10837,T121I,0.000116872005 +10838,T121I,0.08273146 +10839,T121K,0.0012399778 +10840,T121K,0.0008949504 +10841,T121K,0.0010027076 +10842,T121L,0.60707176 +10843,T121L,0.5597134 +10844,T121L,0.8937876 +10845,T121L,0.70486456 +10846,T121L,0.0019462322 +10847,T121L,0.11706468 +10848,T121L,0.3464627 +10849,T121M,0.15130298 +10850,T121M,0.06084565 +10851,T121M,0.09534144 +10852,T121M,0.00020775278 +10853,T121M,0.009936465 +10854,T121M,0.036410328 +10855,T121M,0.046568558 +10856,T121M,0.09976433 +10857,V97M,0.019869817 +10858,T121N,0.17324227 +10859,T121N,0.06446364 +10860,T121N,0.21528304 +10861,T121N,0.009177292 +10862,T121N,0.06571056 +10863,T121P,0.00083617575 +10864,T121P,0.000410118 +10865,T121P,0.0014008053 +10866,T121P,0.0040685395 +10867,T121Q,0.04810907 +10868,T121Q,0.020475319 +10869,T121Q,0.039329693 +10870,T121Q,0.035835385 +10871,T121Q,0.017390346 +10872,T121R,0.002862959 +10873,T121R,0.018044896 +10874,T121R,0.0052141794 +10875,T121R,0.021353347 +10876,T121R,0.014470729 +10877,T121R,0.0060632317 +10878,T121R,0.0009346727 +10879,T121S,0.29992995 +10880,T121S,0.44039896 +10881,T121S,0.22160205 +10882,T121S,0.08167561 +10883,T121S,0.33441883 +10884,T121S,0.14479378 +10885,T121V,0.17369585 +10886,T121V,0.006824727 +10887,T121V,0.008886464 +10888,T121V,0.13905829 +10889,T121V,0.2272548 +10890,T121W,0.019522142 +10891,T121W,0.06081872 +10892,T121W,0.032783143 +10893,T121W,0.19223744 +10894,T121W,0.07804056 +10895,T121W,0.0031564117 +10896,T121Y,0.092548735 +10897,T121Y,0.15965076 +10898,T121Y,0.15698984 +10899,T121Y,0.00032901514 +10900,T121Y,0.023368511 +10901,T121Y,0.0014970894 +10902,T121Y,0.18894555 +10903,T121Y,0.15344317 +10904,T121Y,0.07245786 +10905,T121Y,0.0045086048 +10906,T157A,0.038126983 +10907,T157C,0.32731658 +10908,T157C,0.16198681 +10909,T157C,0.095018044 +10910,T157C,0.111806124 +10911,T157D,0.003156179 +10912,T157D,0.008627641 +10913,T157E,0.106551245 +10914,T157F,0.00051074836 +10915,T157F,0.0011979335 +10916,T157G,0.0023343873 +10917,T157H,0.0026419065 +10918,T157H,0.0020801208 +10919,T157H,0.004201088 +10920,T157K,0.0010289514 +10921,T157K,0.00671362 +10922,T157M,0.18542254 +10923,T157M,0.16524631 +10924,T157M,0.27016288 +10925,T157M,0.37864366 +10926,T157M,0.24175808 +10927,T157M,0.13207246 +10928,T157M,0.13790993 +10929,T157M,0.07118233 +10930,T157M,0.20012893 +10931,T157M,0.23643126 +10932,T157N,0.0061822077 +10933,T157N,0.0016978399 +10934,T157P,0.051583465 +10935,T157Q,0.013046445 +10936,T157Q,0.0055359527 +10937,T157R,0.0007263455 +10938,T157R,0.0013277753 +10939,T157R,0.0036243908 +10940,T157R,0.0018771623 +10941,T157R,0.0010148992 +10942,T157S,0.057997935 +10943,T157S,0.07263852 +10944,T157V,0.17026334 +10945,T157V,0.098487586 +10946,T157V,0.27309602 +10947,T157V,0.12952237 +10948,T157V,0.42270458 +10949,T157V,0.29418617 +10950,T157V,0.051108938 +10951,T157W,0.0023053929 +10952,T157W,0.014559055 +10953,T157Y,0.0036395467 +10954,T157Y,0.009824964 +10955,T157Y,0.010152577 +10956,T157Y,0.0049545215 +10957,T157Y,0.003908801 +10958,T16A,0.003905289 +10959,T16A,0.029407155 +10960,T16A,0.0054533207 +10961,T16C,0.03168306 +10962,T16C,0.018554969 +10963,T16D,0.0023066145 +10964,T16D,0.00044695463 +10965,T16D,0.00033727777 +10966,T16D,0.00027093367 +10967,T16D,9.1478636e-05 +10968,T16D,0.0059236265 +10969,T16F,0.00031658958 +10970,T16G,0.010467283 +10971,T16G,0.00078113505 +10972,T16L,3.910772e-05 +10973,T16L,0.0016790337 +10974,T16N,0.0033422112 +10975,T16P,0.007055266 +10976,T16P,0.0007989659 +10977,T16Q,0.0010478824 +10978,T16Q,0.003715791 +10979,T16Q,0.0013075363 +10980,T16S,0.15942599 +10981,T16S,0.21938947 +10982,T16S,0.1142093 +10983,T16V,0.003133496 +10984,T16V,0.0017491723 +10985,T16V,0.0005584009 +10986,T16W,0.00054929627 +10987,T16W,0.0011959296 +10988,T16Y,0.0012987476 +10989,T16Y,0.0003351307 +10990,T172K,0.015217196 +10991,T172K,0.018754723 +10992,T172P,0.04779247 +10993,T172Q,0.022581303 +10994,T172Q,0.019869883 +10995,T172V,0.15289132 +10996,T172W,0.028715357 +10997,T172Y,0.016092807 +10998,T172Y,0.032391373 +10999,T179A,0.12258468 +11000,T179A,0.07467371 +11001,T179A,0.078803845 +11002,T179A,0.10671206 +11003,T179C,0.10422835 +11004,T179C,0.15183784 +11005,T179E,0.0013848485 +11006,T179F,0.0013008644 +11007,T179F,0.0019305609 +11008,T179F,0.0050394884 +11009,T179G,0.052004058 +11010,T179G,0.051007155 +11011,T179H,0.011071409 +11012,T179I,0.010318946 +11013,T179I,0.053555276 +11014,T179I,0.062498733 +11015,T179I,0.037299003 +11016,T179I,0.04735206 +11017,T179L,0.014859364 +11018,T179M,0.01779803 +11019,T179W,0.0021861931 +11020,T179W,0.00038166295 +11021,T179Y,0.0019853122 +11022,T179Y,0.0013703585 +11023,T188A,0.117469035 +11024,T188A,0.13434492 +11025,T188C,0.14848621 +11026,T188D,0.05955854 +11027,T188E,0.0598757 +11028,T188F,0.12714209 +11029,T188F,0.06453914 +11030,T188G,0.2757409 +11031,T188G,0.005634841 +11032,T188G,0.0008748037 +11033,T188G,0.0008079566 +11034,T188G,0.00065408647 +11035,T188G,0.046423275 +11036,T188G,0.00296894 +11037,T188H,0.33084103 +11038,T188I,0.105156034 +11039,T188I,0.15664981 +11040,T188I,0.14389318 +11041,T188K,0.07806728 +11042,T188L,0.17082243 +11043,T188L,0.15709035 +11044,T188L,0.124191634 +11045,T188L,0.08441999 +11046,T188M,0.33714402 +11047,T188M,0.30877694 +11048,T188M,0.3606235 +11049,T188N,0.22378732 +11050,T188N,0.27006704 +11051,T188N,0.288453 +11052,T188P,0.00068431196 +11053,T188P,0.0014676636 +11054,T188P,0.0011886094 +11055,T188P,0.00043272387 +11056,T188P,0.0019131507 +11057,T188R,0.042187385 +11058,T188R,0.039545447 +11059,T188S,0.25626615 +11060,T188S,0.5262256 +11061,T188S,0.34087393 +11062,T188S,0.3064101 +11063,T188S,0.788135 +11064,T188S,0.27674326 +11065,T188S,0.07005716 +11066,T188S,0.08771374 +11067,T188S,0.34855777 +11068,T188S,0.23033161 +11069,T188V,0.20535144 +11070,T188V,0.14772575 +11071,T188W,0.10144894 +11072,T188W,0.19899842 +11073,T188W,0.26794904 +11074,T196A,0.33848524 +11075,T196A,0.33347797 +11076,T196A,0.11061836 +11077,T196A,0.02321418 +11078,T196A,0.26438308 +11079,T196D,0.005863278 +11080,T196D,0.0018766623 +11081,T196D,0.006101223 +11082,T196D,0.0023957563 +11083,T196E,0.0028832657 +11084,T196E,0.005417538 +11085,T196E,0.0111855725 +11086,T196F,0.04556417 +11087,T196F,0.020746252 +11088,T196G,0.024188932 +11089,T196G,0.007586121 +11090,T196H,0.01848126 +11091,T196H,0.01599862 +11092,T196K,0.0025995933 +11093,T196K,0.0011615689 +11094,T196K,0.0016235758 +11095,T196L,0.05567772 +11096,T196M,0.061612636 +11097,T196M,0.03996614 +11098,T196N,0.056896273 +11099,T196P,0.005094754 +11100,T196Q,0.07410389 +11101,T196Q,0.051646046 +11102,T196Q,0.04158192 +11103,T196Q,0.04551524 +11104,T196R,0.016839817 +11105,T196R,0.015954282 +11106,T196S,0.6333069 +11107,T196S,0.22368078 +11108,T196S,0.26419255 +11109,T196S,0.17969267 +11110,T196W,0.02118186 +11111,T196Y,0.0011910396 +11112,T207C,0.13512024 +11113,T207D,0.03374447 +11114,T207D,0.023150003 +11115,T207E,0.0941905 +11116,T207E,0.06609493 +11117,T207F,0.050077 +11118,T207F,0.01443353 +11119,T207G,0.06371643 +11120,T207G,0.03944852 +11121,T207I,0.052975617 +11122,T207I,0.03001035 +11123,T207I,0.061780114 +11124,T207I,0.048381265 +11125,T207K,0.09550505 +11126,T207P,0.12229037 +11127,T207P,0.08416473 +11128,T207P,0.036894307 +11129,T207P,0.043862216 +11130,T207S,0.026370965 +11131,T207W,0.0843498 +11132,T207W,0.03458686 +11133,T207Y,0.043411363 +11134,T207Y,0.026589552 +11135,T242A,0.27518305 +11136,T242A,0.41417053 +11137,T242A,0.273543 +11138,T242A,0.30993432 +11139,T242A,0.33787593 +11140,T242A,0.22967729 +11141,T242C,0.3069433 +11142,T242D,0.18721953 +11143,T242D,0.20896213 +11144,T242D,0.16249722 +11145,T242E,0.18916081 +11146,T242F,0.0979947 +11147,T242F,0.105974086 +11148,T242F,0.09042331 +11149,T242F,0.07378901 +11150,T242G,0.30419502 +11151,T242G,0.1834399 +11152,T242G,0.41417456 +11153,T242G,0.33779064 +11154,T242H,0.35931158 +11155,T242H,0.21647254 +11156,T242I,0.21218264 +11157,T242K,0.1852992 +11158,T242L,0.035277203 +11159,T242L,0.11949716 +11160,T242N,0.3450183 +11161,T242P,0.031897705 +11162,T242P,0.022285767 +11163,T242Q,0.2800258 +11164,T242R,0.20717855 +11165,T242R,0.24050531 +11166,T242S,0.19300546 +11167,T242S,0.09165916 +11168,T242V,0.14796652 +11169,T242V,0.16937348 +11170,T242W,0.111885406 +11171,T242Y,0.11121686 +11172,T242Y,0.067967474 +11173,T242Y,0.14086492 +11174,T245A,0.013824901 +11175,T245A,0.005991381 +11176,T245A,0.007603341 +11177,T245A,0.0058283876 +11178,T245C,0.0035057783 +11179,T245C,0.006098735 +11180,T245C,0.002820249 +11181,T245E,0.0066866064 +11182,T245E,0.01062477 +11183,T245F,0.0011704887 +11184,T245F,0.002517182 +11185,T245F,0.0015409376 +11186,T245F,0.0012593551 +11187,T245F,0.0015781327 +11188,T245G,0.006316353 +11189,T245G,0.00801262 +11190,T245H,0.0040066405 +11191,T245H,0.0116282785 +11192,T245I,0.0035843616 +11193,T245K,0.019140204 +11194,T245K,0.03191134 +11195,T245L,0.0033114306 +11196,T245M,0.006146385 +11197,T245M,0.008602817 +11198,T245N,0.031784687 +11199,T245P,0.0017067707 +11200,T245P,0.0002535664 +11201,T245P,0.0024798724 +11202,T245P,0.00013880614 +11203,T245Q,0.01137848 +11204,T245Q,0.01663071 +11205,T245S,0.21939445 +11206,T245S,0.15533336 +11207,T245S,0.11603472 +11208,T245S,0.16646455 +11209,T245S,0.013689997 +11210,T245S,0.05394206 +11211,T245S,0.21363258 +11212,T245V,0.007870503 +11213,T245W,0.00041275247 +11214,T245Y,0.002571324 +11215,T245Y,0.0028639347 +11216,T245Y,0.0018374922 +11217,T2A,0.100712605 +11218,T2A,0.164808 +11219,T2A,0.16091596 +11220,T2C,0.11528714 +11221,T2D,0.12409405 +11222,T2D,0.097447656 +11223,T2D,0.090503626 +11224,T2E,0.056310236 +11225,T2F,0.09609946 +11226,T2G,0.022434533 +11227,T2H,0.23832309 +11228,T2H,0.1310166 +11229,T2K,0.04713288 +11230,T2K,0.23836723 +11231,T2K,0.07902564 +11232,T2K,0.22506842 +11233,T2K,0.12253092 +11234,T2L,0.16892624 +11235,T2L,0.22368537 +11236,T2N,0.12552746 +11237,T2N,0.23000523 +11238,T2R,0.123808555 +11239,T2S,0.1307956 +11240,T2S,0.085633546 +11241,T2V,0.37002715 +11242,T2V,0.10620806 +11243,T2V,0.07507868 +11244,T2W,0.07317592 +11245,T2W,0.037811186 +11246,T2W,0.064723134 +11247,T2W,0.059583146 +11248,T38A,0.00606302 +11249,T38A,0.009240694 +11250,T38A,0.0024771402 +11251,T38A,0.01279173 +11252,T38C,0.09522591 +11253,T38C,0.046770807 +11254,T38D,0.0006908304 +11255,T38D,0.0009144559 +11256,T38D,4.4472936e-06 +11257,T38D,0.0009889783 +11258,T38G,0.00017613989 +11259,T38H,0.00065465184 +11260,T38I,0.10867453 +11261,T38I,0.13654123 +11262,T38K,0.001191102 +11263,T38K,0.000933102 +11264,T38L,0.06572827 +11265,T38L,0.06494659 +11266,T38M,0.07135851 +11267,T38M,0.13824064 +11268,T38N,0.00037720916 +11269,T38N,0.0007061421 +11270,T38N,0.0036529237 +11271,T38N,0.0006612013 +11272,T38N,0.0006749546 +11273,T38N,0.0030496872 +11274,T38P,0.00022086538 +11275,T38P,0.00056952896 +11276,T38Q,0.00045040416 +11277,T38Q,0.0013597541 +11278,T38R,0.0009608823 +11279,T38R,7.829206e-05 +11280,T38S,0.007199082 +11281,T38V,0.053868387 +11282,T38V,0.07075792 +11283,T38W,0.0045195366 +11284,T38W,0.000115518276 +11285,T38W,0.0007030805 +11286,T38W,4.880233e-06 +11287,T38Y,0.0031485409 +11288,T39A,0.0075709242 +11289,T39A,0.014095379 +11290,T39A,0.015520541 +11291,T39C,0.06167949 +11292,T39C,0.052830208 +11293,T39C,0.11459316 +11294,T39D,0.00022955531 +11295,T39D,5.8269554e-05 +11296,T39D,0.00035298406 +11297,T39D,0.001575006 +11298,T39D,0.00047041185 +11299,T39D,1.7858298e-05 +11300,T39E,0.008036165 +11301,T39F,0.016652573 +11302,T39G,0.0018119614 +11303,T39G,0.0014714685 +11304,T39H,0.032818213 +11305,T39I,0.009308793 +11306,T39I,0.016804764 +11307,T39K,0.0063881134 +11308,T39K,0.0154252965 +11309,T39L,0.0015529144 +11310,T39M,0.013148985 +11311,T39M,0.019903947 +11312,T39N,0.007728279 +11313,T39N,0.014852414 +11314,T39P,0.00020041058 +11315,T39P,0.0007543288 +11316,T39P,0.00010127999 +11317,T39P,0.0011606426 +11318,T39P,9.032991e-05 +11319,T39Q,0.0017622933 +11320,T39R,0.0026619025 +11321,T39R,0.0029007152 +11322,T39R,0.0060650785 +11323,T39V,0.046582438 +11324,T39V,0.05007564 +11325,T39Y,0.018022465 +11326,T44C,0.004939836 +11327,T44D,0.12179212 +11328,T44E,0.00718352 +11329,T44E,0.0026565457 +11330,T44E,0.00862217 +11331,T44E,0.0039288136 +11332,T44E,0.0046172007 +11333,T44F,0.0025441106 +11334,T44F,0.0042130975 +11335,T44F,0.0043212147 +11336,T44F,0.0004677883 +11337,T44F,0.007815593 +11338,T44G,0.007488038 +11339,T44H,0.11728794 +11340,T44H,0.13199519 +11341,T44H,0.06592405 +11342,T44H,0.11480776 +11343,T44H,0.12663935 +11344,T44H,0.07405616 +11345,T44I,0.0024587621 +11346,T44I,0.0028368817 +11347,T44I,0.0044120266 +11348,T44I,0.0027387182 +11349,T44I,0.0028530792 +11350,T44I,0.0023706257 +11351,T44I,0.0031592015 +11352,T44K,0.011365115 +11353,T44K,0.03402893 +11354,T44K,0.017625893 +11355,T44L,0.005039389 +11356,T44L,0.001631063 +11357,T44M,0.014904929 +11358,T44M,0.014206804 +11359,T44M,0.008623068 +11360,T44N,0.02639172 +11361,T44N,0.15950848 +11362,T44N,0.05434374 +11363,T44P,0.00050077646 +11364,T44P,0.00080200407 +11365,T44Q,0.029206527 +11366,T44R,0.019031815 +11367,T44R,0.040518153 +11368,T44S,0.1504383 +11369,T44S,0.054127503 +11370,T44S,0.05438121 +11371,T44V,0.0081591215 +11372,T44W,0.0039434857 +11373,T44W,0.006985592 +11374,T44W,0.00084732944 +11375,T44W,0.003542981 +11376,T44Y,0.0042569158 +11377,T63A,0.10698465 +11378,T63C,0.04560444 +11379,T63D,0.62959087 +11380,T63D,0.34079424 +11381,T63D,0.2907681 +11382,T63E,0.23225774 +11383,T63F,0.07139957 +11384,T63F,0.028811889 +11385,T63G,0.13555391 +11386,T63G,0.17198446 +11387,T63G,0.2656839 +11388,T63G,0.117317334 +11389,T63H,0.032242343 +11390,T63I,0.06601015 +11391,T63I,0.0028077238 +11392,T63P,0.064117745 +11393,T63P,0.03642716 +11394,T63P,0.079047106 +11395,T63Q,0.062818214 +11396,T63Q,0.21120922 +11397,T63R,0.105792075 +11398,T63R,0.096111976 +11399,T63S,0.3204665 +11400,T63S,0.24838378 +11401,T63S,0.1381638 +11402,T63S,0.30254883 +11403,T63S,0.707655 +11404,T63V,0.08411657 +11405,T63V,0.09540476 +11406,T63V,0.04195379 +11407,T63V,0.12622873 +11408,T63W,0.06652288 +11409,T63Y,0.09473725 +11410,T63Y,0.034856737 +11411,T63Y,0.04201218 +11412,T63Y,0.071178816 +11413,T63Y,0.087439105 +11414,T72A,0.029462665 +11415,T72A,0.01123232 +11416,T72C,0.061608076 +11417,T72C,0.04963722 +11418,T72C,0.07449773 +11419,T72D,0.0007151259 +11420,T72F,0.0020460333 +11421,T72F,0.00048327845 +11422,T72G,0.0004812763 +11423,T72G,0.0011365965 +11424,T72G,0.0009532519 +11425,T72H,0.0015911869 +11426,T72H,0.00044653803 +11427,T72I,0.04442997 +11428,T72I,0.18033439 +11429,T72I,0.26041442 +11430,T72K,0.0016091792 +11431,T72K,0.0018119868 +11432,T72K,0.002158639 +11433,T72K,0.003862761 +11434,T72K,0.00074111356 +11435,T72K,0.00047233124 +11436,T72L,0.0062141195 +11437,T72L,0.015901472 +11438,T72L,0.009766948 +11439,T72M,0.027423171 +11440,T72M,0.0070266565 +11441,T72M,0.0016677722 +11442,T72M,0.026213424 +11443,T72N,0.0072300606 +11444,T72N,0.00080484175 +11445,T72N,0.0021037555 +11446,T72N,0.005080827 +11447,T72N,0.010027437 +11448,T72N,0.021200873 +11449,T72N,0.0066584074 +11450,T72N,0.014774201 +11451,T72N,0.003907412 +11452,T72P,0.0021206322 +11453,T72P,0.001561696 +11454,T72Q,0.000460674 +11455,T72Q,0.004811411 +11456,T72S,0.0019321467 +11457,T72S,0.011176407 +11458,T72S,0.009002174 +11459,T72S,0.15829885 +11460,T7D,0.23066081 +11461,T7D,0.08391377 +11462,T7E,0.048060503 +11463,T7F,0.11654838 +11464,T7F,0.11474289 +11465,T7G,0.07855185 +11466,T7G,0.09927225 +11467,T7G,0.10351286 +11468,T7G,0.10306005 +11469,T7G,0.08810417 +11470,T7H,0.08187652 +11471,T7H,0.039229453 +11472,T7I,0.07384173 +11473,T7K,0.060835443 +11474,T7K,0.057958033 +11475,T7L,0.08338394 +11476,T7L,0.21327879 +11477,T7M,0.09634176 +11478,T7M,0.06428489 +11479,T7M,0.21235259 +11480,T7N,0.03257857 +11481,T7P,0.19972482 +11482,T7P,0.083576545 +11483,T7P,0.118872456 +11484,T7Q,0.18255937 +11485,T7Q,0.103254594 +11486,T7Q,0.15307689 +11487,T7R,0.05921212 +11488,T7R,0.076365985 +11489,T7R,0.09907033 +11490,T7R,0.13713844 +11491,T7S,0.04448321 +11492,T7S,0.087330624 +11493,T7S,0.0034381582 +11494,T7S,0.21379766 +11495,T7S,0.21039338 +11496,T7S,0.023559518 +11497,T7S,0.12555575 +11498,T7S,0.040718216 +11499,T7S,0.03837686 +11500,T7S,0.018363336 +11501,T7V,0.15271896 +11502,T7W,0.039641846 +11503,T7Y,0.043578733 +11504,T7Y,0.04614695 +11505,T7Y,0.036210682 +11506,T7Y,0.033012718 +11507,T7Y,0.040681496 +11508,T81C,0.009728018 +11509,T81C,0.004811326 +11510,T81C,0.012155497 +11511,T81C,0.010910848 +11512,T81C,0.0073629823 +11513,T81D,0.004476385 +11514,T81F,0.0013885989 +11515,T81G,0.027993303 +11516,T81G,0.012800377 +11517,T81H,0.0023265958 +11518,T81H,0.012086144 +11519,T81H,0.018244192 +11520,T81H,0.004894723 +11521,T81I,0.02554236 +11522,T81I,0.009063985 +11523,T81I,0.022039019 +11524,T81I,0.013912872 +11525,V97P,0.0068391506 +11526,T81K,0.0050565875 +11527,T81K,0.013480291 +11528,T81L,0.0003618726 +11529,T81M,0.006382064 +11530,T81M,0.019010674 +11531,T81M,0.007162115 +11532,T81N,0.02491476 +11533,T81N,0.032178186 +11534,T81N,0.013481738 +11535,T81N,0.032298893 +11536,T81N,0.039647847 +11537,T81P,0.0024800478 +11538,T81R,0.012306132 +11539,T81S,0.36944282 +11540,T81S,0.4682082 +11541,T81S,0.32377017 +11542,T81S,0.19389892 +11543,T81S,0.36939564 +11544,T81V,0.033818442 +11545,T81W,0.0012691421 +11546,T81W,0.00017487441 +11547,T81W,0.00066581834 +11548,T81Y,0.0039198957 +11549,T9A,0.16728753 +11550,T9D,0.22267528 +11551,T9D,0.17513382 +11552,T9D,0.19985607 +11553,T9D,0.14074634 +11554,T9D,0.14949588 +11555,T9E,0.13082945 +11556,T9E,0.12370898 +11557,T9F,0.049374495 +11558,T9F,0.02314359 +11559,T9H,0.13296951 +11560,T9H,0.2016746 +11561,T9H,0.22914672 +11562,T9I,0.095773414 +11563,T9I,0.08200038 +11564,T9K,0.0930181 +11565,T9K,0.17237988 +11566,T9Q,0.048080366 +11567,T9R,0.31990448 +11568,T9R,0.20846634 +11569,T9S,0.38437605 +11570,T9S,0.30392915 +11571,T9S,0.35054198 +11572,T9V,0.0772233 +11573,T9W,0.051291354 +11574,T9W,0.041345514 +11575,V109A,0.04092541 +11576,V109A,0.09536066 +11577,V109C,0.02514698 +11578,V109C,0.05558638 +11579,V109D,0.00064309954 +11580,V109D,0.0016004381 +11581,V109D,5.937739e-05 +11582,V109D,0.00025424582 +11583,V109E,8.4781466e-05 +11584,V109E,0.013534617 +11585,V109E,0.0034527231 +11586,V109E,0.00028733208 +11587,V109E,0.0021234257 +11588,V109E,0.0066126017 +11589,V109E,0.004487646 +11590,V109E,0.005148439 +11591,V109F,0.00070213416 +11592,V109F,0.0024777278 +11593,V109F,0.0012527552 +11594,V109F,0.0011074312 +11595,V109F,0.0013565957 +11596,V109G,0.010518069 +11597,V109G,0.012926523 +11598,V109G,4.1065956e-05 +11599,V109G,0.0072714705 +11600,V109G,0.0035099366 +11601,V109G,0.016003827 +11602,V109G,0.0040803044 +11603,V109H,0.0034647288 +11604,V109H,0.004353485 +11605,V109H,0.00027400747 +11606,V109H,0.0036522246 +11607,V109H,0.0005865524 +11608,V109H,0.009757576 +11609,V109I,0.004403951 +11610,V109I,0.0075082434 +11611,V109I,0.0036362798 +11612,V109I,0.005100504 +11613,V109I,0.0059597758 +11614,V109I,0.0034408537 +11615,V109K,0.0044449847 +11616,V109K,0.0015539967 +11617,V109K,1.3410247e-05 +11618,V109K,0.0013627626 +11619,V109K,0.008972632 +11620,V109K,0.01022848 +11621,V109K,0.0019663419 +11622,V109K,0.0131593095 +11623,V109L,0.0033695821 +11624,V109L,2.633843e-05 +11625,V109L,8.3356696e-05 +11626,V109L,0.0033377483 +11627,V109L,0.0018237423 +11628,V109L,0.0019781927 +11629,V109L,0.0016570925 +11630,V109L,0.0051881676 +11631,V109M,0.0011646305 +11632,V109M,0.0017031005 +11633,V109M,0.006366707 +11634,V109M,0.0005873303 +11635,V109N,0.0021020472 +11636,V109N,0.0030032315 +11637,V109N,9.264661e-05 +11638,V109N,0.00065424945 +11639,V109P,0.0015432364 +11640,V109P,0.00049166597 +11641,V109P,0.0009873455 +11642,V109P,0.0013143428 +11643,V109P,0.0010588861 +11644,V109P,0.0013218242 +11645,V109Q,0.00017483588 +11646,V109Q,0.0019199835 +11647,V109Q,0.0045870105 +11648,V109Q,0.0038911542 +11649,V109R,0.0011116585 +11650,V109R,0.01658601 +11651,V109R,0.005584623 +11652,V109R,0.0038467357 +11653,V109R,0.0014006476 +11654,V109R,0.008043255 +11655,V109R,0.002288172 +11656,V109R,0.0017219594 +11657,V109R,0.010868438 +11658,V109S,0.008261912 +11659,V109S,0.02667839 +11660,V109S,0.004391318 +11661,V109S,0.032634687 +11662,V109S,0.020749703 +11663,V113C,0.035912193 +11664,V113C,0.041221164 +11665,V113C,0.16085859 +11666,V113C,0.019785127 +11667,V113C,0.010549716 +11668,V113C,0.111632325 +11669,V113C,0.055052027 +11670,V113C,0.08627403 +11671,V113C,0.03267175 +11672,V113D,0.017532455 +11673,V113D,0.032134015 +11674,V113D,0.03728778 +11675,V113E,0.019375863 +11676,V113E,0.06947709 +11677,V113E,0.062682346 +11678,V113E,0.03569671 +11679,V113E,0.0029817587 +11680,V113E,0.011060173 +11681,V113E,0.006008547 +11682,V113E,0.15244682 +11683,V113F,0.02569836 +11684,V113F,0.05237653 +11685,V113F,0.035281885 +11686,V113G,0.009615589 +11687,V113G,0.01978699 +11688,V113G,0.025419245 +11689,V113G,0.052969452 +11690,V113G,0.021270813 +11691,V113G,0.028459473 +11692,V113H,0.022934178 +11693,V113I,0.05401857 +11694,V113I,0.13585539 +11695,V113I,0.15365583 +11696,V113I,0.110123865 +11697,V113I,0.04882639 +11698,V113I,0.08694337 +11699,V113I,0.19038004 +11700,V113K,0.019262005 +11701,V113K,0.038293354 +11702,V113K,0.09329878 +11703,V113K,0.015342013 +11704,V113K,0.04668267 +11705,V113L,0.027326683 +11706,V113L,0.028565219 +11707,V113L,0.14633828 +11708,V113L,0.021328121 +11709,V113L,0.15606019 +11710,V113L,0.11935772 +11711,V113M,0.09267818 +11712,V113M,0.051621243 +11713,V113M,0.0075551663 +11714,V113N,0.07575914 +11715,V113N,0.049736064 +11716,V113N,0.04051394 +11717,V113N,0.032283053 +11718,V113N,0.032918867 +11719,V113P,0.005389412 +11720,V113P,0.0011690032 +11721,V113P,0.0013638658 +11722,V113P,0.0013688643 +11723,V113P,0.0039738286 +11724,V113P,0.0012964376 +11725,V113Q,0.013659216 +11726,V113Q,0.057977058 +11727,V113Q,0.062001687 +11728,V113Q,0.04412143 +11729,V113Q,0.033998154 +11730,V113Q,0.11233003 +11731,V113S,0.0380689 +11732,V113S,0.0650725 +11733,V113S,0.041828338 +11734,V113S,0.007304209 +11735,V113S,0.034833062 +11736,V113S,0.043876052 +11737,V113S,0.010411994 +11738,V113T,0.032143205 +11739,V113T,0.039188325 +11740,V113T,0.041463364 +11741,V113W,0.035806265 +11742,V113W,0.0027780985 +11743,V113W,0.0029922016 +11744,V113Y,0.030163936 +11745,V113Y,0.06668844 +11746,V113Y,0.034986608 +11747,V113Y,0.016464595 +11748,V113Y,0.024408804 +11749,V113Y,0.08624222 +11750,V113Y,0.031138513 +11751,V130A,0.109122224 +11752,V130A,0.047569912 +11753,V130A,0.062172107 +11754,V130A,0.060517903 +11755,V130C,0.104033016 +11756,V130C,0.1606113 +11757,V130D,0.002980488 +11758,V130D,0.0031004967 +11759,V130D,0.0042393426 +11760,V130E,0.0034442402 +11761,V130F,0.019944029 +11762,V130F,0.022932297 +11763,V130G,0.02400934 +11764,V130G,0.02120914 +11765,V130H,0.0073839603 +11766,V130H,0.009281252 +11767,V130H,0.015557514 +11768,V130H,0.018312104 +11769,V130I,0.08299771 +11770,V130I,0.043858208 +11771,V130I,0.022968749 +11772,V130K,0.013096399 +11773,V130M,0.013807413 +11774,V130N,0.029853541 +11775,V130P,0.0031058588 +11776,V130Q,0.013677669 +11777,V130Q,0.007273293 +11778,V130R,0.0024660747 +11779,V130R,0.0007961342 +11780,V130S,0.03001489 +11781,V130S,0.029809643 +11782,V130T,0.021307424 +11783,V130T,0.029362319 +11784,V130T,0.023483854 +11785,V130T,0.016090712 +11786,V130W,0.0046336274 +11787,V130W,0.00394125 +11788,V135A,0.0133511815 +11789,V135D,0.0030376043 +11790,V135D,0.0007457215 +11791,V135E,0.00084613136 +11792,V135E,0.004065979 +11793,V135E,0.0010778374 +11794,V135E,0.0006104305 +11795,V135F,0.0003828026 +11796,V135F,0.0013484902 +11797,V135F,0.0028106258 +11798,V135G,0.00038517264 +11799,V135G,2.4419272e-05 +11800,V135G,0.0023630443 +11801,V135G,0.000372597 +11802,V135I,0.075615 +11803,V135K,0.00026354456 +11804,V135K,0.00024948726 +11805,V135K,0.00018318176 +11806,V135K,0.002066468 +11807,V135L,0.030472385 +11808,V135L,0.012605983 +11809,V135M,0.008119315 +11810,V135N,0.0027734993 +11811,V135N,0.00036783304 +11812,V135P,0.0005068146 +11813,V135Q,0.0002873957 +11814,V135Q,0.00062497245 +11815,V135S,0.0011404047 +11816,V135S,0.0018046186 +11817,V135S,0.00083966146 +11818,V135S,0.0009855168 +11819,V135T,0.010594134 +11820,V135T,0.011301914 +11821,V135W,0.00029114177 +11822,V135W,0.0013285328 +11823,V135Y,0.002635932 +11824,V135Y,0.0010949441 +11825,V135Y,0.00036200357 +11826,V141A,0.053816 +11827,V141A,0.04633424 +11828,V141D,0.0045387843 +11829,V141E,0.016685674 +11830,V141E,0.018291686 +11831,V141F,0.034460437 +11832,V141H,0.014084596 +11833,V141H,0.022571892 +11834,V141I,0.10844375 +11835,V141I,0.1645998 +11836,V141L,0.124174446 +11837,V141L,0.11720734 +11838,V141L,0.15835322 +11839,V141M,0.065974995 +11840,V141M,0.09766024 +11841,V141M,0.0436066 +11842,V141M,0.040683772 +11843,V141N,0.010870478 +11844,V141N,0.008046151 +11845,V141P,0.088003315 +11846,V141Q,0.045424674 +11847,V141W,0.041732043 +11848,V141W,0.033611745 +11849,V141W,0.022120077 +11850,V141W,0.022788528 +11851,V141W,0.027568653 +11852,V141Y,0.024688812 +11853,V150A,0.020380216 +11854,V150A,0.039678827 +11855,V150C,0.033686794 +11856,V150C,0.02677266 +11857,V150C,0.047661442 +11858,V150D,0.0058616116 +11859,V150D,0.015126669 +11860,V150E,0.005333365 +11861,V150E,0.0078884745 +11862,V150E,0.00412731 +11863,V150E,0.0039378717 +11864,V150E,0.0023432337 +11865,V150G,0.008206859 +11866,V150H,0.016366513 +11867,V150H,0.022727465 +11868,V150I,0.033950582 +11869,V150K,0.00072245364 +11870,V150L,0.13337268 +11871,V150M,0.021500904 +11872,V150N,0.013303912 +11873,V150N,0.014063222 +11874,V150P,0.033382636 +11875,V150P,0.018965058 +11876,V150P,0.0128154 +11877,V150P,0.019590499 +11878,V150Q,0.003916783 +11879,V150R,0.0011101958 +11880,V150R,0.0025193915 +11881,V150S,0.02824668 +11882,V150T,0.04788062 +11883,V150T,0.06663935 +11884,V150T,0.054155044 +11885,V150T,0.098385744 +11886,V150T,0.09370961 +11887,V150W,0.003929073 +11888,V150W,0.0033361518 +11889,V150Y,0.012592992 +11890,V150Y,0.016194338 +11891,V150Y,0.01265132 +11892,V150Y,0.006235336 +11893,V150Y,0.014042806 +11894,V150Y,0.008046132 +11895,V15A,0.008450612 +11896,V15A,0.022176418 +11897,V15A,0.0013574392 +11898,V15A,0.0030423189 +11899,V15A,0.0087677855 +11900,V15A,0.06593173 +11901,V15C,0.07662144 +11902,V15C,0.09037545 +11903,V15C,0.04708613 +11904,V15F,0.00025868704 +11905,V15G,0.0021086575 +11906,V15G,0.0015127921 +11907,V15G,0.00031115147 +11908,V15G,0.0025752352 +11909,V15G,0.00062870537 +11910,V15H,0.0051040836 +11911,V15I,0.13783784 +11912,V15I,0.114879094 +11913,V15L,0.014929902 +11914,V15L,0.0066326777 +11915,V15L,0.008901645 +11916,V15M,0.007971281 +11917,V15N,0.0025796862 +11918,V15N,0.0004398349 +11919,V15N,9.4732255e-05 +11920,V15Q,0.0004904234 +11921,V15Q,0.0037931504 +11922,V15R,0.0019294668 +11923,V15T,0.023302399 +11924,V15T,0.026486978 +11925,V15T,0.067779176 +11926,V15W,0.00073292066 +11927,V15W,0.00025253827 +11928,V15Y,0.0079567265 +11929,V15Y,0.0013859726 +11930,V15Y,0.0044163326 +11931,V15Y,0.0030758623 +11932,V15Y,0.0014677359 +11933,V175A,0.08650159 +11934,V175A,0.07334253 +11935,V175A,0.1360387 +11936,V175A,0.048584063 +11937,V175A,0.11013908 +11938,V175C,0.060363658 +11939,V175D,0.0084653385 +11940,V175F,0.0016208747 +11941,V175F,0.0003014321 +11942,V175F,0.0017223023 +11943,V175F,0.0023584142 +11944,V175F,0.0027341642 +11945,V175G,0.005085852 +11946,V175G,0.021265367 +11947,V175G,0.014397051 +11948,V175H,0.005196868 +11949,V175H,0.00848107 +11950,V175H,0.0021950183 +11951,V175H,0.0026645127 +11952,V175H,0.0014743723 +11953,V175H,0.00557909 +11954,V175I,0.11482139 +11955,V175I,0.007826431 +11956,V175I,0.10890449 +11957,V175K,0.8253124 +11958,V175K,0.65859395 +11959,V175K,0.6408243 +11960,V175K,0.81185806 +11961,V175K,0.34503615 +11962,V175K,0.82513845 +11963,V175K,0.71949625 +11964,V175K,0.7135131 +11965,V175K,0.70312375 +11966,V175K,0.30029824 +11967,V175L,0.009079164 +11968,V175L,0.013927563 +11969,V175M,0.046863176 +11970,V175M,0.15946703 +11971,V175M,0.27218077 +11972,V175N,0.035734028 +11973,V175N,0.11141449 +11974,V175N,0.08018293 +11975,V175N,0.019131403 +11976,V175P,0.0018512899 +11977,V175P,0.0014963641 +11978,V175P,0.003950994 +11979,V175Q,0.021714235 +11980,V175Q,0.022570325 +11981,V175R,0.00245196 +11982,V175S,0.05770556 +11983,V175T,0.026710143 +11984,V175W,0.0010613287 +11985,V17A,0.002131046 +11986,V17A,0.005273053 +11987,V97Q,0.023717593 +11988,V97Q,0.0133284265 +11989,V97Q,0.005380154 +11990,V17D,0.005787465 +11991,V17D,0.0006709074 +11992,V17D,0.0017600546 +11993,V17E,0.0013254088 +11994,V17E,0.00069584016 +11995,V17E,0.0026233692 +11996,V17E,0.0006539228 +11997,V17G,0.00060656935 +11998,V17G,0.0147381425 +11999,V17G,0.054654922 +12000,V17H,0.0011794935 +12001,V17H,0.00023206373 +12002,V17H,0.0013460806 +12003,V17H,0.0003532751 +12004,V17H,0.001793301 +12005,V17H,0.0017052983 +12006,V17I,0.1257734 +12007,V17K,0.0030263003 +12008,V17K,0.00071292685 +12009,V17K,0.0025792692 +12010,V17K,0.0030056124 +12011,V17K,0.00078724674 +12012,V17M,0.0198745 +12013,V17N,0.00032089127 +12014,V17N,0.00038346514 +12015,V17N,0.0029723425 +12016,V17N,0.00042307228 +12017,V17N,0.0017496941 +12018,V17P,0.0025298279 +12019,V17R,0.0005568311 +12020,V17R,0.0015849891 +12021,V17S,0.0019976352 +12022,V17S,0.0017689327 +12023,V17T,0.0075980453 +12024,V17T,0.008602531 +12025,V17W,0.002604137 +12026,V18A,0.026649412 +12027,V18A,0.024885993 +12028,V18D,0.0006693045 +12029,V18D,4.369423e-05 +12030,V18E,0.00070873863 +12031,V18E,7.624245e-05 +12032,V18F,0.002828237 +12033,V18F,0.0016704194 +12034,V18F,0.0017840754 +12035,V18G,0.0041795466 +12036,V18G,0.0013559267 +12037,V18G,0.0013837755 +12038,V18G,0.0010629226 +12039,V18H,0.0005779107 +12040,V18H,4.5341563e-05 +12041,V18I,0.13737674 +12042,V18I,0.08875244 +12043,V18I,0.056866996 +12044,V18K,0.000425045 +12045,V18K,0.0014448313 +12046,V18L,0.020209188 +12047,V18M,0.015514167 +12048,V18N,0.0009799298 +12049,V18Q,0.014159904 +12050,V18Q,0.0053098784 +12051,V18R,0.003437466 +12052,V18S,0.009368552 +12053,V18S,0.0019980655 +12054,V18T,0.005726413 +12055,V18T,0.002595244 +12056,V18T,0.0068317256 +12057,V18W,0.0005417928 +12058,V18W,0.00018992065 +12059,V18W,0.00045048923 +12060,V18W,0.00072441134 +12061,V18W,0.00020028789 +12062,V18W,1.1089181e-05 +12063,V199A,0.1794102 +12064,V199A,0.15406854 +12065,V199D,0.001545611 +12066,V199D,0.0014600626 +12067,V199D,2.553051e-05 +12068,V199D,0.00060610636 +12069,V199E,0.001360465 +12070,V199F,0.00085370935 +12071,V199F,0.0003157955 +12072,V199G,0.005681837 +12073,V199H,0.0039595305 +12074,V199H,0.006788861 +12075,V199H,0.00025300845 +12076,V199I,0.039683137 +12077,V199I,0.09351433 +12078,V199L,0.031713657 +12079,V199L,0.072837755 +12080,V199L,0.049493056 +12081,V199L,0.024231736 +12082,V199M,0.053834643 +12083,V199M,0.046386156 +12084,V199P,0.00012024457 +12085,V199Q,0.00027844557 +12086,V199R,0.0019152081 +12087,V199R,0.00034592897 +12088,V199S,0.013292865 +12089,V199S,0.006306047 +12090,V199T,0.06022858 +12091,V199T,0.04237403 +12092,V199Y,0.0023225117 +12093,V199Y,0.000412748 +12094,V199Y,0.0008301912 +12095,V204A,0.031767905 +12096,V204A,0.014964028 +12097,V204A,0.0190112 +12098,V204A,0.021359166 +12099,V204D,0.0039530564 +12100,V204D,0.007910022 +12101,V204D,0.010396699 +12102,V204D,0.0042227465 +12103,V204D,0.01159445 +12104,V204D,0.0110509815 +12105,V204E,0.008098265 +12106,V204E,0.012092004 +12107,V204F,0.20634533 +12108,V204G,0.0069079665 +12109,V204G,0.007502058 +12110,V204G,0.004566181 +12111,V204H,0.022973347 +12112,V204I,0.10132303 +12113,V204K,0.04236971 +12114,V204K,0.06281244 +12115,V204L,0.04432822 +12116,V204L,0.04822344 +12117,V204L,0.02175603 +12118,V204M,0.032356378 +12119,V204M,0.013989378 +12120,V204N,0.024093026 +12121,V204N,0.022774646 +12122,V204P,0.014314117 +12123,V204R,0.03243279 +12124,V204R,0.021129476 +12125,V204R,0.0087699685 +12126,V204S,0.01304691 +12127,V204S,0.036464605 +12128,V204S,0.032662123 +12129,V204T,0.021878688 +12130,V204T,0.051334128 +12131,V204T,0.03861135 +12132,V204W,0.01775714 +12133,V204W,0.018543592 +12134,V204W,0.015307728 +12135,V204Y,0.08818775 +12136,V221C,0.041286547 +12137,V221D,0.05516328 +12138,V221E,0.11889714 +12139,V221F,0.053520843 +12140,V221F,0.030833388 +12141,V221F,0.07247804 +12142,V221F,0.056363404 +12143,V221G,0.12675929 +12144,V221G,0.1571004 +12145,V221I,0.06412658 +12146,V221I,0.2197601 +12147,V221I,0.11377828 +12148,V221K,0.022659127 +12149,V221K,0.019877644 +12150,V221K,0.0347068 +12151,V221K,0.022749936 +12152,V221K,0.044611055 +12153,V221L,0.10724097 +12154,V221L,0.11417943 +12155,V221L,0.054545075 +12156,V221L,0.11661331 +12157,V221L,0.10021259 +12158,V221L,0.06551307 +12159,V221M,0.12038407 +12160,V221M,0.034092903 +12161,V221N,0.057937667 +12162,V221N,0.06317797 +12163,V221N,0.04943475 +12164,V221P,0.015552706 +12165,V221R,0.006607249 +12166,V221S,0.02552037 +12167,V221T,0.09542629 +12168,V221T,0.050492033 +12169,V221W,0.021483108 +12170,V221Y,0.016558765 +12171,V221Y,0.023869218 +12172,V221Y,0.031403594 +12173,V232A,0.10003291 +12174,V232D,0.09885519 +12175,V232D,0.2079169 +12176,V232D,0.6377526 +12177,V232D,0.06991063 +12178,V232E,0.17582698 +12179,V232G,0.1964909 +12180,V232G,0.71804374 +12181,V232G,0.41427082 +12182,V232H,0.059509266 +12183,V232I,0.18366247 +12184,V232I,0.10725284 +12185,V232I,0.12988237 +12186,V232I,0.1551325 +12187,V232I,0.19380645 +12188,V232L,0.10198595 +12189,V232N,0.12045452 +12190,V232N,0.10645579 +12191,V232N,0.10942509 +12192,V232N,0.09013319 +12193,V232N,0.137231 +12194,V232P,0.12232699 +12195,V232P,0.1901093 +12196,V232Q,0.10472689 +12197,V232R,0.10407976 +12198,V232R,0.10951788 +12199,V232S,0.1089669 +12200,V232S,0.11668349 +12201,V232S,0.36698616 +12202,V232W,0.1191864 +12203,V232W,0.049324688 +12204,V232W,0.06718404 +12205,V232W,0.09359556 +12206,V232Y,0.09106677 +12207,V250A,0.09584999 +12208,V250A,0.0025467174 +12209,V250A,0.026640795 +12210,V250A,0.0709503 +12211,V250A,0.0009203814 +12212,V250A,0.08353823 +12213,V250A,0.10513233 +12214,V250A,0.17177576 +12215,V250A,0.077048 +12216,V250A,0.10749824 +12217,V250C,0.3922357 +12218,V250D,0.0016037248 +12219,V250D,0.0015165365 +12220,V250F,0.007168354 +12221,V250G,0.0051252563 +12222,V250G,0.00614656 +12223,V250H,0.04449632 +12224,V250I,0.1602638 +12225,V250I,0.3394337 +12226,V250I,0.10723271 +12227,V250K,0.07604153 +12228,V250L,0.38724414 +12229,V250L,0.15283565 +12230,V250L,0.16227147 +12231,V250L,0.13366508 +12232,V250M,0.3093886 +12233,V250M,0.17677228 +12234,V250N,0.006291857 +12235,V250N,0.004389617 +12236,V250N,0.013448042 +12237,V250P,0.0056590103 +12238,V250P,0.0021044628 +12239,V250P,0.0056660403 +12240,V250P,0.003288345 +12241,V250Q,0.03345817 +12242,V250Q,0.05544151 +12243,V250Q,0.018758945 +12244,V250Q,0.05006665 +12245,V250Q,0.026260689 +12246,V250R,0.19488268 +12247,V250S,0.06811078 +12248,V250S,0.06777683 +12249,V250S,0.051579982 +12250,V250S,0.14363398 +12251,V250T,0.27105984 +12252,V250T,0.31654975 +12253,V250W,0.007648706 +12254,V250W,0.008168195 +12255,V250W,0.0053339507 +12256,V250Y,0.08186641 +12257,V250Y,0.07201414 +12258,V265C,0.03969801 +12259,V265D,0.00015086873 +12260,V265E,0.0014305777 +12261,V265E,0.0017931693 +12262,V265H,0.003962784 +12263,V265H,0.0029967672 +12264,V265H,0.0010047379 +12265,V265I,0.086883165 +12266,V265I,0.05678167 +12267,V265L,0.025719116 +12268,V265M,0.002323466 +12269,V265N,0.0010560676 +12270,V265N,0.0010152552 +12271,V265Q,0.005264952 +12272,V265Q,0.0051556793 +12273,V265R,0.0037433552 +12274,V265S,0.0029358529 +12275,V265W,0.0013214631 +12276,V26A,0.17624982 +12277,V26A,0.30340335 +12278,V26A,0.18622905 +12279,V26A,0.09318226 +12280,V26C,0.09993643 +12281,V26D,0.011754282 +12282,V26D,0.0073744827 +12283,V26D,0.013079328 +12284,V26F,0.0067266636 +12285,V26G,0.090244085 +12286,V26G,0.069651686 +12287,V26G,0.08259654 +12288,V26G,0.026121857 +12289,V26G,0.04939951 +12290,V26H,0.06767732 +12291,V26I,0.09650121 +12292,V26I,0.071459055 +12293,V26I,0.032402903 +12294,V26K,0.0012223962 +12295,V26K,0.9312327 +12296,V26K,0.043076217 +12297,V26K,0.6815283 +12298,V26K,0.25966147 +12299,V26K,0.7957827 +12300,V26K,0.25542963 +12301,V26K,0.94766617 +12302,V26L,0.041435804 +12303,V26L,0.01499643 +12304,V26L,0.026261162 +12305,V26L,0.016933763 +12306,V26L,0.009103644 +12307,V26L,0.016890354 +12308,V26L,0.016542291 +12309,V26N,0.025600068 +12310,V26N,0.026776899 +12311,V26N,0.097656086 +12312,V26N,0.11351829 +12313,V26P,0.03765046 +12314,V26P,0.024008688 +12315,V26P,0.092167936 +12316,V26P,0.027902309 +12317,V26R,0.28602663 +12318,V26R,0.45860124 +12319,V26R,0.33154985 +12320,V26R,0.47086278 +12321,V26R,0.59146076 +12322,V26R,0.31019545 +12323,V26R,0.37273353 +12324,V26R,0.52403873 +12325,V26R,0.51818603 +12326,V26S,0.06558682 +12327,V26S,0.09986036 +12328,V26W,0.03315461 +12329,V26Y,0.032503735 +12330,V26Y,0.031128526 +12331,V276A,0.0026540533 +12332,V276A,0.0017625168 +12333,V276A,0.001556006 +12334,V276A,0.0013974666 +12335,V276A,0.0010500457 +12336,V276A,0.0007078338 +12337,V276C,0.027613543 +12338,V276C,0.030639602 +12339,V276C,0.024326887 +12340,V276C,0.03889715 +12341,V276C,0.019391539 +12342,V276D,0.00020118609 +12343,V276E,0.0005359126 +12344,V276E,0.0002689862 +12345,V276E,0.0002677576 +12346,V276E,0.00060552557 +12347,V276F,0.0787484 +12348,V276F,0.021078037 +12349,V276G,0.0007503195 +12350,V276G,0.0012250476 +12351,V276H,0.009589818 +12352,V276H,0.033076342 +12353,V276I,0.0483929 +12354,V276I,0.15574124 +12355,V276I,0.10093402 +12356,V276K,0.00245737 +12357,V276L,0.059120692 +12358,V276L,0.039676197 +12359,V276L,0.10467864 +12360,V276M,0.028446954 +12361,V276P,0.0055906936 +12362,V276P,0.0021264828 +12363,V276Q,0.007986653 +12364,V276R,0.00083831826 +12365,V276T,0.018751051 +12366,V276W,0.0025861112 +12367,V276Y,0.006109393 +12368,V276Y,0.007247625 +12369,V276Y,0.0057262317 +12370,V281A,0.07662837 +12371,V293E,8.7713015e-05 +12372,V293E,0.00057256717 +12373,V293F,0.00030846806 +12374,V293F,0.00030137962 +12375,V293F,0.0012271674 +12376,V293F,0.0007079928 +12377,V293G,0.0018532691 +12378,V293G,0.0012776986 +12379,V293H,0.0018526023 +12380,V293H,3.3332984e-05 +12381,V293K,4.703671e-05 +12382,V293K,7.074725e-05 +12383,V293L,0.07955731 +12384,V293L,0.06363872 +12385,V293L,0.107210994 +12386,V293M,0.14568573 +12387,V293M,0.13698187 +12388,V293N,0.002337067 +12389,V293N,0.0012401353 +12390,V293P,0.00089331216 +12391,V293P,6.924381e-05 +12392,V293Q,0.00052284973 +12393,V293R,0.0036579503 +12394,V293R,0.00440633 +12395,V293R,0.0347343 +12396,V293S,0.001217383 +12397,V293T,0.030597415 +12398,V293T,0.015631955 +12399,V293W,0.00064522465 +12400,V293Y,0.0020128516 +12401,V30C,0.08765898 +12402,V30C,0.038053572 +12403,V30D,0.0037384678 +12404,V30D,0.0074422616 +12405,V30D,0.013516679 +12406,V30D,0.0072531505 +12407,V30D,0.0030227413 +12408,V30D,0.008218976 +12409,V30E,0.06585632 +12410,V30E,0.022053728 +12411,V30F,0.0016343478 +12412,V30G,0.022975894 +12413,V30G,0.01751458 +12414,V30G,0.017642891 +12415,V30G,0.0152805885 +12416,V30G,0.028133938 +12417,V30H,0.049959388 +12418,V30H,0.028292801 +12419,V30H,0.038255002 +12420,V30H,0.09226489 +12421,V30I,0.027803069 +12422,V30I,0.056024358 +12423,V30I,0.03750661 +12424,V30L,0.012688541 +12425,V30L,0.020357054 +12426,V30M,0.04714175 +12427,V30M,0.047747407 +12428,V30N,0.08086717 +12429,V30N,0.081943825 +12430,V30N,0.029086074 +12431,V30P,0.001335214 +12432,V30Q,0.23446503 +12433,V30R,0.058430467 +12434,V30S,0.027247952 +12435,V30S,0.01394137 +12436,V30T,0.20875138 +12437,V30T,0.066923045 +12438,V30W,0.010263781 +12439,V30W,0.00670173 +12440,V30W,0.004545424 +12441,V40A,0.004755986 +12442,V40A,0.002024135 +12443,V40C,0.033029173 +12444,V40D,5.339925e-05 +12445,V40D,0.0013607641 +12446,V40D,0.0022384569 +12447,V40D,0.00061597035 +12448,V40D,0.0002780899 +12449,V40E,0.000103061444 +12450,V40E,0.0011665432 +12451,V40F,0.00020623571 +12452,V40F,0.00074871304 +12453,V40F,0.0010982858 +12454,V40F,0.00082639675 +12455,V40F,0.00058900967 +12456,V40G,0.00073598797 +12457,V40H,0.001360783 +12458,V40H,0.00033720944 +12459,V40H,0.0024348195 +12460,V40H,0.002442548 +12461,V40I,0.115303904 +12462,V40K,0.0001308667 +12463,V40K,1.6604828e-05 +12464,V40L,0.031456493 +12465,V40L,0.087840416 +12466,V40L,0.27595508 +12467,V40L,0.18304841 +12468,V40M,0.0105869705 +12469,V40S,0.0018967617 +12470,V40S,0.0019837036 +12471,V40S,0.0017520165 +12472,V40S,0.0018348201 +12473,V40T,0.0046724663 +12474,V40T,0.010334882 +12475,V40T,0.01090904 +12476,V40T,0.0036124683 +12477,V40T,0.0034934336 +12478,V40W,0.00033742812 +12479,V40W,0.0005171224 +12480,V52A,0.049019825 +12481,V52A,0.0411529 +12482,V52A,0.024458848 +12483,V52A,0.037833113 +12484,V52A,0.013822788 +12485,V52D,0.014272825 +12486,V52D,0.0071950764 +12487,V52D,0.006625576 +12488,V52D,0.0077100415 +12489,V52D,0.02221327 +12490,V52E,0.0710885 +12491,V52E,0.06803398 +12492,V52F,0.010231492 +12493,V52F,0.004963521 +12494,V52F,0.009411034 +12495,V52F,0.02267349 +12496,V52G,0.010122371 +12497,V52G,0.013508691 +12498,V52G,0.009372424 +12499,V52G,0.007043466 +12500,V52G,0.015407714 +12501,V52G,0.010867625 +12502,V52I,0.05547352 +12503,V52I,0.052762702 +12504,V52I,0.06322899 +12505,V52I,0.0822363 +12506,V52K,0.042355172 +12507,V52L,0.031459335 +12508,V52L,0.17111522 +12509,V52L,0.14424591 +12510,V52L,0.24433275 +12511,V52L,0.065998 +12512,V52M,0.2557761 +12513,V52N,0.010384747 +12514,V52P,0.0072234846 +12515,V52P,0.011243818 +12516,V52P,0.01168605 +12517,V52P,0.014554329 +12518,V52Q,0.067516595 +12519,V52Q,0.026725981 +12520,V52Q,0.041672617 +12521,V52R,0.05199416 +12522,V52R,0.015172411 +12523,V52R,0.049213335 +12524,V52S,0.025653752 +12525,V52S,0.011808255 +12526,V52W,0.009549587 +12527,V52W,0.008507839 +12528,V52W,0.009710518 +12529,V52W,0.0125077795 +12530,V52W,0.009534887 +12531,V52W,0.009013892 +12532,V52Y,0.010095006 +12533,V52Y,0.0093819145 +12534,V66A,0.042156085 +12535,V66A,0.03618335 +12536,V66A,0.016932936 +12537,V66A,0.031635653 +12538,V66C,0.053238314 +12539,V66D,0.0025211812 +12540,V66D,0.0010959931 +12541,V66E,0.0009908959 +12542,V66E,0.0036795542 +12543,V66E,0.00083920115 +12544,V66E,0.001136896 +12545,V66E,0.00050802657 +12546,V66E,0.00074082246 +12547,V66E,0.001224724 +12548,V66F,0.0017185839 +12549,V66F,0.0027499562 +12550,V66F,0.0048019323 +12551,V66F,0.023817716 +12552,V66G,0.0011972295 +12553,V66I,0.058622275 +12554,V66K,0.00072782853 +12555,V66L,0.055455748 +12556,V66L,0.038347237 +12557,V66L,0.104991995 +12558,V66L,0.027058179 +12559,V66M,0.015452665 +12560,V66M,0.010895217 +12561,V66M,0.034068044 +12562,V66N,0.0019073214 +12563,V66N,0.0051944237 +12564,V66P,0.0017603409 +12565,V66Q,0.0002843345 +12566,V66Q,0.00058555126 +12567,V66Q,0.0006294712 +12568,V66Q,0.00093960005 +12569,V66Q,0.00054279447 +12570,V66Q,0.0015626232 +12571,V66R,6.469571e-05 +12572,V66S,0.00025019626 +12573,V66T,0.016947476 +12574,V66T,0.013769783 +12575,V66T,0.019002426 +12576,V66T,0.013824231 +12577,V66Y,0.0011634219 +12578,V66Y,0.0031199865 +12579,V71A,0.03367438 +12580,V71A,0.018686369 +12581,V71A,0.042141005 +12582,V71A,0.017640272 +12583,V71A,0.01939682 +12584,V71C,0.015316682 +12585,V71C,0.05784458 +12586,V71C,0.024516415 +12587,V71C,0.030836139 +12588,V71C,0.13443306 +12589,V71D,0.00020369572 +12590,V71D,0.0013150643 +12591,V71E,0.0022749514 +12592,V71F,0.003950351 +12593,V71F,0.03097093 +12594,V71F,0.007762972 +12595,V71G,0.0029858768 +12596,V71G,0.001972241 +12597,V71G,0.0030030324 +12598,V71H,0.0019775936 +12599,V71H,0.001343094 +12600,V71H,0.0015786894 +12601,V71H,8.4070125e-05 +12602,V71I,0.09290545 +12603,V71I,0.104703434 +12604,V71I,0.2461791 +12605,V71I,0.4341844 +12606,V71I,0.021432484 +12607,V71I,0.06833132 +12608,V71I,0.46998376 +12609,V71K,0.003946995 +12610,V71K,0.0003069359 +12611,V71K,4.404829e-05 +12612,V71M,0.47577164 +12613,V71N,0.0022082622 +12614,V71N,0.002372431 +12615,V71N,0.0012577933 +12616,V71N,0.0018450395 +12617,V71N,0.0006129942 +12618,V71P,0.00080441206 +12619,V71P,0.0008356631 +12620,V71P,0.0012238827 +12621,V71Q,0.012883534 +12622,V71R,0.0009800135 +12623,V71S,0.0031766137 +12624,V71S,0.0038015556 +12625,V71T,0.01195565 +12626,V71T,0.011096274 +12627,V71W,0.00081436586 +12628,V71Y,2.3498851e-05 +12629,V85A,0.06457816 +12630,V85A,0.051927704 +12631,V85C,0.033069327 +12632,V85E,0.001422744 +12633,V85E,0.0077548516 +12634,V85E,0.004867242 +12635,V85F,0.008040122 +12636,V85G,0.0019520507 +12637,V85H,0.063694656 +12638,V85I,0.038181853 +12639,V85I,0.039874632 +12640,V85L,0.031240962 +12641,V85L,0.056704924 +12642,V85L,0.023229197 +12643,V85L,0.08472732 +12644,V85M,0.017099774 +12645,V85M,0.013311598 +12646,V85N,0.013093493 +12647,V85N,0.006788822 +12648,V85N,0.0019907302 +12649,V85N,0.005860154 +12650,V85P,0.00035242023 +12651,V85P,0.0004762339 +12652,V85P,0.00022643735 +12653,V85P,0.00088299613 +12654,V85P,5.510823e-05 +12655,V85Q,0.019103453 +12656,V85R,0.0070566945 +12657,V85R,0.0048921485 +12658,V85R,0.0033422108 +12659,V85R,0.0033309923 +12660,V85R,0.0037864244 +12661,V85S,0.00828805 +12662,V85S,0.010675293 +12663,V85T,0.040065292 +12664,V85T,0.0777104 +12665,V85T,0.051454775 +12666,V85W,0.0027465543 +12667,V85W,0.007102513 +12668,V85W,0.003367629 +12669,V85W,0.0060605635 +12670,V85Y,0.0044514593 +12671,V97A,0.093264826 +12672,V97A,0.021458056 +12673,V97C,0.08404388 +12674,V97C,0.089923315 +12675,V97D,0.02375358 +12676,V97E,0.022033472 +12677,V97E,0.01510474 +12678,V97E,0.016473442 +12679,V97E,0.006244507 +12680,V97E,0.012091087 +12681,V97E,0.005608011 +12682,V97H,0.014332186 +12683,V97H,0.008818512 +12684,V97K,0.006216415 +12685,V97K,0.012182128 +12686,V97K,0.0082212025 +12687,V97K,0.004776101 +12688,V97L,0.028662423 +12689,V97L,0.039272092 +12690,V97R,0.007661414 +12691,V97S,0.034243528 +12692,V97T,0.19287923 +12693,V97T,0.094000615 +12694,V97T,0.25101617 +12695,V97W,0.019140035 +12696,V97W,0.012400454 +12697,V97Y,0.04084525 +12698,V97Y,0.025902066 +12699,V97Y,0.020197509 +12700,V97Y,0.028139668 +12701,V97Y,0.02350236 +12702,V99A,0.0025848795 +12703,V99A,0.00057193596 +12704,V99A,0.005415462 +12705,V99A,0.0021383807 +12706,V99A,0.0025598488 +12707,V99A,0.0027985834 +12708,V99A,0.003089465 +12709,V99A,0.0026908184 +12710,V99D,0.0071379184 +12711,V99D,2.1884154e-09 +12712,V99D,0.004058769 +12713,V99D,0.00095124805 +12714,V99D,0.0046613505 +12715,V99D,0.010705607 +12716,V99D,0.0014126861 +12717,V99E,0.00052425254 +12718,V99E,0.007874927 +12719,V99E,0.01781625 +12720,V99E,0.004595505 +12721,V99E,0.005873998 +12722,V99E,0.0026715726 +12723,V99E,0.007705467 +12724,V99E,0.011103068 +12725,V99F,0.0009407447 +12726,V99F,0.0014763499 +12727,V99F,0.025090322 +12728,V99F,0.003729661 +12729,V99F,0.0010543192 +12730,V99F,0.00015254076 +12731,V99F,0.00014610714 +12732,V99F,0.034561522 +12733,V99F,0.0039376225 +12734,V99G,0.00033223952 +12735,V99G,0.0038414816 +12736,V99G,0.0034887958 +12737,V99G,0.0001410031 +12738,V99H,0.0058112647 +12739,V99H,0.015775379 +12740,V99I,0.00010381177 +12741,V99I,0.17345089 +12742,V99K,0.0039059983 +12743,V99K,0.00020369719 +12744,V99K,0.009850605 +12745,V99K,0.00017062297 +12746,V99K,0.0006778714 +12747,V99L,0.07762852 +12748,V99L,0.0053561158 +12749,V99L,0.016829764 +12750,V99L,0.006785553 +12751,V99L,0.028923294 +12752,V99L,0.015439832 +12753,V99M,0.0034470498 +12754,V99M,0.0021055841 +12755,V99M,0.00050977536 +12756,V99M,0.0030423976 +12757,V99M,0.0011612285 +12758,V99M,0.021193787 +12759,V99M,0.002545667 +12760,V99M,0.003765218 +12761,V99M,0.009483045 +12762,V99M,0.0027493432 +12763,V99N,0.029419344 +12764,V99N,0.00044389244 +12765,V99N,0.008158564 +12766,V99N,0.011837323 +12767,V99N,0.00089791307 +12768,V99P,0.00035286404 +12769,V99P,0.00013032235 +12770,V99P,0.000243549 +12771,V99P,0.0021179328 +12772,V99P,0.0005480634 +12773,V99P,0.0005317003 +12774,V99P,0.000481702 +12775,V99Q,0.0006565544 +12776,V99Q,0.0062814187 +12777,V99Q,0.00013026172 +12778,V99Q,0.0010125117 +12779,V99Q,0.00022067786 +12780,V99Q,0.007845603 +12781,V99Q,0.0024732107 +12782,V99Q,0.004352722 +12783,V99Q,0.012421957 +12784,V99Q,0.0026760928 +12785,V99R,0.0018928873 +12786,V99R,0.00036870572 +12787,V99R,0.002203466 +12788,V99R,0.0005641225 +12789,V99R,0.00038196117 +12790,V99R,0.001834082 +12791,V99R,0.00077805325 +12792,V99S,4.2374144e-05 +12793,V99S,0.00047478173 +12794,V99S,0.0002359282 +12795,V99S,0.012677779 +12796,V99S,0.00014890399 +12797,V99S,0.012457288 +12798,V99S,0.00039510065 +12799,V99T,0.00097623456 +12800,V99T,0.004086018 +12801,V99T,0.0005682413 +12802,V99W,0.00045675214 +12803,V99W,0.025581416 +12804,V99W,0.00045515038 +12805,V99W,0.0011429725 +12806,V99W,0.0120735075 +12807,V99W,0.0025414187 +12808,V99W,0.0068091396 +12809,V99W,3.8195827e-05 +12810,V99W,0.003636325 +12811,V99W,0.00026700963 +12812,V99Y,0.0013312441 +12813,V99Y,0.0024062365 +12814,V99Y,0.01065901 +12815,V99Y,0.00042714243 +12816,V99Y,0.00032177352 +12817,V99Y,0.0016714322 +12818,W115A,0.0051003303 +12819,W115A,0.010078514 +12820,W115A,0.0021981597 +12821,W115A,0.009555298 +12822,W115A,0.010556121 +12823,W115A,0.0059729703 +12824,W115C,0.008408022 +12825,W115C,0.005342769 +12826,W115C,0.006180849 +12827,W115C,0.008800015 +12828,W115C,0.017691532 +12829,W115C,0.007045108 +12830,W115C,0.01430649 +12831,W115C,0.010449646 +12832,W115D,0.0015086132 +12833,W115D,0.0034555066 +12834,W115D,0.0011729348 +12835,W115D,0.010101063 +12836,W115D,0.0030003148 +12837,W115D,0.005731126 +12838,W115E,0.0014837623 +12839,W115E,7.321435e-05 +12840,W115F,0.03965776 +12841,W115F,0.10933807 +12842,W115F,0.0008835985 +12843,W115F,0.024019994 +12844,W115F,0.003744316 +12845,W115G,0.011250402 +12846,W115G,0.0008614611 +12847,W115G,0.00067673466 +12848,W115G,0.0030410457 +12849,W115H,0.04023517 +12850,W115H,0.026928784 +12851,W115I,0.0046569146 +12852,W115I,0.0024580748 +12853,W115I,0.0038094893 +12854,W115I,0.010002433 +12855,W115I,0.0028471705 +12856,W115I,0.0167886 +12857,W115I,0.01292158 +12858,W115I,0.022456152 +12859,W115I,0.005283539 +12860,W115K,0.008198893 +12861,W115K,0.016179906 +12862,W115K,0.0027452665 +12863,W115K,0.0046918173 +12864,W115K,0.004558708 +12865,W115K,0.006322288 +12866,W115K,0.00649088 +12867,W115K,0.006737743 +12868,W115K,0.006429578 +12869,W115K,0.0072279247 +12870,W115L,0.014204485 +12871,W115L,0.0069627473 +12872,W115L,0.0024206329 +12873,W115L,0.011222426 +12874,W115L,0.0053147785 +12875,W115L,0.010499096 +12876,W115M,0.002214328 +12877,W115M,0.029303415 +12878,W115M,0.0020733937 +12879,W115M,0.00059098174 +12880,W115N,0.0046835807 +12881,W115P,0.0011464201 +12882,W115P,0.0017694827 +12883,W115P,0.005715821 +12884,W115P,0.005682042 +12885,W115P,0.00075494614 +12886,W115P,0.0023240268 +12887,W115P,0.0004887636 +12888,W115P,0.004687529 +12889,W115P,0.0017955023 +12890,W115P,0.008944025 +12891,W115Q,0.00368516 +12892,W115Q,0.013107642 +12893,W115Q,0.0073668696 +12894,W115Q,0.009122919 +12895,W115Q,0.0035442053 +12896,W115Q,0.036311522 +12897,W115Q,0.0004428665 +12898,W115Q,0.028987342 +12899,W115Q,0.0050313654 +12900,W115Q,0.0028476436 +12901,W115R,0.0049137203 +12902,W115R,0.0034050574 +12903,W115R,0.011228947 +12904,W115R,0.0053153546 +12905,W115R,0.013665942 +12906,W115R,0.000491938 +12907,W115R,0.00269401 +12908,W115R,0.0025283967 +12909,W115R,0.008367042 +12910,W115R,0.020428983 +12911,W115S,0.007124647 +12912,W115S,0.00030535643 +12913,W115S,0.008037029 +12914,W115S,0.00025302096 +12915,W115S,0.0073366617 +12916,W115S,0.0060183033 +12917,W115S,0.0055664037 +12918,W115S,0.00015250356 +12919,W115S,0.0036467095 +12920,W115T,0.009678292 +12921,W115V,0.008185757 +12922,W115V,0.0015638774 +12923,W115V,0.006624656 +12924,W115V,0.006269785 +12925,W115V,0.004796323 +12926,W115V,0.0042767096 +12927,W115Y,0.07397319 +12928,W216D,0.2704451 +12929,W216F,0.057930954 +12930,W216G,0.11639315 +12931,W216G,0.14760834 +12932,W216H,0.16178831 +12933,W216L,0.118223235 +12934,W216N,0.21346384 +12935,W216Q,0.16673687 +12936,W216R,0.26561362 +12937,W216S,0.25697818 +12938,W216S,0.08772721 +12939,W216S,0.21524748 +12940,W216T,0.15527725 +12941,W216Y,0.042851247 +12942,W41A,0.00017191704 +12943,W41A,0.0020022548 +12944,W41A,0.0013775073 +12945,W41C,0.0018951676 +12946,W41C,0.0030838547 +12947,W41D,0.00027229844 +12948,W41D,0.00010320666 +12949,W41E,0.00033779079 +12950,W41F,0.027441509 +12951,W41F,0.02832762 +12952,W41F,0.069886714 +12953,W41F,0.051499978 +12954,W41G,0.0003593453 +12955,W41H,0.0079829665 +12956,W41I,0.0021475302 +12957,W41I,0.00449591 +12958,W41I,0.0038116518 +12959,W41K,0.00027973074 +12960,W41L,0.0030485315 +12961,W41L,0.002269735 +12962,W41L,0.0018895009 +12963,W41L,0.0009098135 +12964,W41L,0.0023954927 +12965,W41M,0.0018801718 +12966,W41M,0.0060415547 +12967,W41M,0.0025243722 +12968,W41N,0.0010231552 +12969,W41P,0.0007145974 +12970,W41P,0.0028071161 +12971,W41Q,0.00060446095 +12972,W41Q,0.00043090433 +12973,W41Q,0.001785812 +12974,W41R,0.0007955254 +12975,W41R,0.0002233896 +12976,W41R,0.0017515817 +12977,W41R,0.0011028834 +12978,W41R,0.00087810017 +12979,W41R,0.0044205245 +12980,W41R,0.0047313767 +12981,W41S,0.00060768053 +12982,W41T,0.0014448859 +12983,W41T,0.00053378573 +12984,W41T,0.00032768317 +12985,W41T,0.00066611514 +12986,W41V,0.0021566348 +12987,W41V,0.0049986253 +12988,W41V,0.0032251354 +12989,W41V,0.0036053408 +12990,Y123A,0.006064261 +12991,Y123A,0.0024529125 +12992,Y123C,0.0017470721 +12993,Y123C,0.0015041857 +12994,Y123D,0.0009940426 +12995,Y123D,0.0007780948 +12996,Y123D,0.00095678977 +12997,Y123D,0.0016718527 +12998,Y123E,0.0019628927 +12999,Y123E,0.0012012704 +13000,Y123E,4.5727156e-05 +13001,Y123E,0.0007116047 +13002,Y123E,0.0019987188 +13003,Y123E,0.00017937097 +13004,Y123E,0.0017279723 +13005,Y123F,0.011014877 +13006,Y123F,0.004084801 +13007,Y123F,0.0060232864 +13008,Y123F,0.007525253 +13009,Y123G,0.00029297493 +13010,Y123G,0.0005871519 +13011,Y123G,4.984924e-05 +13012,Y123G,0.0042003184 +13013,Y123G,0.0012735028 +13014,Y123G,0.00044493395 +13015,Y123H,0.0014494208 +13016,Y123H,0.003306695 +13017,Y123H,0.0014221898 +13018,Y123H,0.0016359846 +13019,Y123H,0.0013138365 +13020,Y123I,0.007161445 +13021,Y123I,0.008674313 +13022,Y123I,0.0017985267 +13023,Y123K,0.002976269 +13024,Y123K,0.0028364244 +13025,Y123K,0.00017082534 +13026,Y123K,1.653535e-05 +13027,Y123K,1.3936833e-05 +13028,Y123L,0.005337401 +13029,Y123L,0.0036936204 +13030,Y123M,0.010562322 +13031,Y123N,0.0005466278 +13032,Y123N,0.0044059255 +13033,Y123N,0.0037862717 +13034,Y123P,0.00019438482 +13035,Y123P,0.0013634769 +13036,Y123P,0.005416554 +13037,Y123P,0.0013729531 +13038,Y123Q,0.002208904 +13039,Y123Q,0.0009605125 +13040,Y123Q,0.00033700428 +13041,Y123Q,0.00019342794 +13042,Y123Q,0.0010134779 +13043,Y123Q,0.00085564365 +13044,Y123R,0.001395161 +13045,Y123R,0.00047400405 +13046,Y123R,0.001019018 +13047,Y123R,0.002087714 +13048,Y123S,0.00114894 +13049,Y123S,0.0063439533 +13050,Y123S,0.0010210611 +13051,Y123S,0.0005522362 +13052,Y123S,0.0012062524 +13053,Y123S,0.0019514862 +13054,Y123T,0.010429361 +13055,Y123T,0.0041467356 +13056,Y123T,0.0018792902 +13057,Y123T,0.0053612995 +13058,Y123T,0.003302891 +13059,Y123V,0.006592901 +13060,Y123V,0.0031412537 +13061,Y123W,0.0026997535 +13062,Y123W,0.001293518 +13063,Y123W,0.004238916 +13064,Y144A,0.0048238286 +13065,Y144C,0.001774584 +13066,Y144C,0.0035143772 +13067,Y144D,0.0017296078 +13068,Y144D,0.0013569555 +13069,Y144E,0.00012166686 +13070,Y144E,0.000528208 +13071,Y144E,0.00083313213 +13072,Y144E,0.00017126558 +13073,Y144F,0.0827528 +13074,Y144G,0.0001699725 +13075,Y144G,0.00016799592 +13076,Y144G,0.00025914656 +13077,Y144H,0.0002752194 +13078,Y144I,0.020021742 +13079,Y144K,3.067683e-05 +13080,Y144K,0.0019615237 +13081,Y144K,0.00023729817 +13082,Y144L,0.014201945 +13083,Y144L,0.02141133 +13084,Y144L,0.02630018 +13085,Y144L,0.018639121 +13086,Y144M,0.016735729 +13087,Y144N,0.00014726761 +13088,Y144P,0.0004719882 +13089,Y144P,0.00041375894 +13090,Y144P,0.0006408325 +13091,Y144Q,3.2083877e-05 +13092,Y144Q,0.00015122072 +13093,Y144Q,0.00035286043 +13094,Y144Q,0.00015094424 +13095,Y144Q,0.00018680972 +13096,Y144Q,0.00022516148 +13097,Y144R,0.0001339173 +13098,Y144R,9.852238e-05 +13099,Y144R,0.00080478465 +13100,Y144R,0.0010804996 +13101,Y144R,0.00029218913 +13102,Y144S,0.001058227 +13103,Y144T,0.0008002002 +13104,Y144V,0.02228802 +13105,Y144V,0.009862459 +13106,Y144W,0.0054316474 +13107,Y177E,0.0029245263 +13108,Y177F,0.010879646 +13109,Y177F,0.020703608 +13110,Y177F,0.2686159 +13111,Y177F,0.019664401 +13112,Y177F,0.0034780828 +13113,Y177F,0.002688375 +13114,Y177F,0.31523597 +13115,Y177F,0.092500284 +13116,Y177F,0.0040516346 +13117,Y177F,0.59192204 +13118,Y177N,0.015325937 +13119,Y177W,0.3036635 +13120,Y177W,0.14059731 +13121,Y177W,0.15644816 +13122,Y177W,0.4113149 +13123,Y177W,0.26030394 +13124,Y177W,0.14655402 +13125,Y177W,0.17639223 +13126,Y186A,0.00033057542 +13127,Y186A,0.0012362421 +13128,Y186A,0.00020082654 +13129,Y186A,0.0003580935 +13130,Y186C,0.0017968873 +13131,Y186C,0.00071238494 +13132,Y186C,0.0031637757 +13133,Y186D,0.006663803 +13134,Y186D,0.0043088854 +13135,Y186D,0.0019997042 +13136,Y186E,0.008818969 +13137,Y186G,0.0043826215 +13138,Y186G,0.0034494153 +13139,Y186H,0.0041665006 +13140,Y186I,0.00087108137 +13141,Y186K,0.0020102693 +13142,Y186N,0.0013008496 +13143,Y186N,0.0019813387 +13144,Y186Q,0.004956027 +13145,Y186R,0.00042258116 +13146,Y186S,0.0006453978 +13147,Y186S,0.0057123387 +13148,Y186S,0.011479945 +13149,Y186T,0.00024004314 +13150,Y186T,0.0012723631 +13151,Y186V,0.0043063024 +13152,Y186V,0.002538152 +13153,Y186V,0.007745135 +13154,Y192A,0.0048678666 +13155,Y192C,0.003984152 +13156,Y192C,0.016041918 +13157,Y192D,0.0010470132 +13158,Y192E,0.006878355 +13159,Y192E,0.010110062 +13160,Y192F,0.071350224 +13161,Y192G,0.008817831 +13162,Y192I,0.020311132 +13163,Y192I,0.013692019 +13164,Y192I,0.019658374 +13165,Y192K,0.0007933326 +13166,Y192K,0.003638699 +13167,Y192L,0.028311124 +13168,Y192L,0.050014734 +13169,Y192M,0.020490706 +13170,Y192M,0.09354597 +13171,Y192M,0.01864347 +13172,Y192N,0.002538643 +13173,Y192P,0.006345664 +13174,Y192P,0.0032147055 +13175,Y192P,0.0028566548 +13176,Y192P,0.0041332697 +13177,Y192Q,0.014482104 +13178,Y192Q,0.03283621 +13179,Y192R,0.0018516876 +13180,Y192S,0.0054031224 +13181,Y192W,0.18298563 +13182,Y239C,4.8362548e-05 +13183,Y239C,0.0010021095 +13184,Y239C,0.004021207 +13185,Y239D,0.0043657464 +13186,Y239E,0.0015440038 +13187,Y239E,0.00032161456 +13188,Y239E,7.9503916e-05 +13189,Y239F,0.04455772 +13190,Y239H,0.0078707505 +13191,Y239H,0.0064925496 +13192,Y239I,0.0024548876 +13193,Y239I,0.00038660882 +13194,Y239I,0.0012586634 +13195,Y239M,0.0054016584 +13196,Y239N,0.0020506585 +13197,Y239N,0.0010831105 +13198,Y239N,0.0001457428 +13199,Y239Q,0.00057267514 +13200,Y239Q,0.0024148778 +13201,Y239R,0.0018019933 +13202,Y239R,0.00042326868 +13203,Y239R,0.00045728957 +13204,Y239R,8.266905e-05 +13205,Y239R,0.0004853222 +13206,Y239R,0.0011373286 +13207,Y239S,0.0011629256 +13208,Y239S,0.00066218455 +13209,Y239S,0.0008776012 +13210,Y239S,0.00064803177 +13211,Y239T,0.002158228 +13212,Y239T,0.00023830734 +13213,Y239V,0.0046923426 +13214,Y290A,0.00048607882 +13215,Y290C,0.0011372521 +13216,Y290C,0.00023159443 +13217,Y290D,0.00022984746 +13218,Y290D,9.346279e-05 +13219,Y290D,0.001170673 +13220,Y290E,0.00046147525 +13221,Y290E,0.0005226724 +13222,Y290E,0.0002143455 +13223,Y290E,0.00022708923 +13224,Y290F,0.007327957 +13225,Y290F,0.010255387 +13226,Y290G,0.00012671328 +13227,Y290G,0.00023643882 +13228,Y290H,0.00034661495 +13229,Y290H,0.0020008902 +13230,Y290I,0.000104011815 +13231,Y290I,0.0002232501 +13232,Y290I,8.709418e-05 +13233,Y290K,3.5570574e-05 +13234,Y290K,7.929115e-05 +13235,Y290K,0.0008468968 +13236,Y290L,0.0012660782 +13237,Y290L,0.0003159495 +13238,Y290L,0.0014296406 +13239,Y290M,0.0012209262 +13240,Y290M,0.0018807303 +13241,Y290M,0.00040213368 +13242,Y290N,0.0007587594 +13243,Y290N,0.0028986288 +13244,Y290P,1.5071565e-05 +13245,Y290Q,0.00012046574 +13246,Y290R,1.5463993e-05 +13247,Y290T,0.0007672625 +13248,Y290T,0.0003683566 +13249,Y290T,0.00027553225 +13250,Y290T,0.0002596191 +13251,Y290V,0.00014802237 +13252,Y290W,0.00023930107 +13253,Y294A,0.007054664 +13254,Y294A,0.003320025 +13255,Y294A,0.015215519 +13256,Y294E,0.00051225786 +13257,Y294E,0.004369241 +13258,Y294F,0.2506082 +13259,Y294F,0.13054587 +13260,Y294F,0.060576286 +13261,Y294F,0.2210364 +13262,Y294F,0.2613485 +13263,Y294F,0.2785728 +13264,Y294G,0.00020759922 +13265,Y294G,0.0007928519 +13266,Y294H,0.0068073687 +13267,Y294I,0.083611645 +13268,Y294I,0.09670159 +13269,Y294I,0.07419377 +13270,Y294K,0.00029634382 +13271,Y294K,9.396445e-05 +13272,Y294N,0.0010121104 +13273,Y294N,1.985765e-06 +13274,Y294P,0.00090226124 +13275,Y294P,0.0064761997 +13276,Y294P,0.00039252127 +13277,Y294P,0.00046781753 +13278,Y294P,0.00023795883 +13279,Y294R,4.267546e-05 +13280,Y294R,0.0011944694 +13281,Y294S,0.0074476553 +13282,Y294S,0.010529987 +13283,Y294T,0.00070950773 +13284,Y294V,0.031529505 +13285,Y294V,0.025899727 +13286,Y79C,0.0029815715 +13287,Y79C,0.0042459588 +13288,Y79D,0.0011915973 +13289,Y79G,5.624434e-05 +13290,Y79G,0.0015369302 +13291,Y79H,0.00040387336 +13292,Y79H,0.0037608447 +13293,Y79H,0.00056209427 +13294,Y79I,0.0022974648 +13295,Y79K,0.0012984291 +13296,Y79K,0.0027753387 +13297,Y79K,0.0025763714 +13298,Y79M,0.0047589485 +13299,Y79M,0.0040392093 +13300,Y79M,0.0052669444 +13301,Y79M,0.004133489 +13302,Y79N,0.02323379 +13303,Y79N,0.035097294 +13304,Y79P,0.0013233193 +13305,Y79P,0.00012532737 +13306,Y79Q,0.0025772185 +13307,Y79Q,0.0011975605 +13308,Y79Q,0.0040035704 +13309,Y79Q,0.0011175197 +13310,Y79R,0.0004928403 +13311,Y79R,0.00011699738 +13312,Y79S,0.0009783355 +13313,Y79S,0.0008785463 +13314,Y79T,0.0014069959 +13315,Y79T,0.0003389838 +13316,Y79V,0.0005554316 +13317,Y79W,0.0024675454 +13318,Y83A,0.000984544 +13319,Y83A,0.0011212367 +13320,Y83A,0.00025366715 +13321,Y83C,0.0025571175 +13322,Y83C,0.007675314 +13323,Y83C,0.0051014377 +13324,Y83C,0.003260438 +13325,Y83C,0.0028569715 +13326,Y83C,0.0042275265 +13327,Y83D,0.00086912763 +13328,Y83D,0.002862229 +13329,Y83D,0.002320129 +13330,Y83E,0.0057277232 +13331,Y83E,0.0033717377 +13332,Y83E,0.0059520868 +13333,Y83F,0.032377496 +13334,Y83F,0.029667925 +13335,Y83F,0.02405224 +13336,Y83F,0.030580642 +13337,Y83F,0.008090787 +13338,Y83F,0.020191262 +13339,Y83F,0.018357525 +13340,Y83G,0.0016811178 +13341,Y83G,0.0016920554 +13342,Y83G,0.0019344853 +13343,Y83H,0.059084952 +13344,Y83I,0.0023417461 +13345,Y83I,0.0061658896 +13346,Y83I,0.0047588414 +13347,Y83I,0.0092164595 +13348,Y83I,0.0065245386 +13349,Y83K,0.015502388 +13350,Y83K,0.021254348 +13351,Y83K,0.031599082 +13352,Y83K,0.02237446 +13353,Y83K,0.016159458 +13354,Y83K,0.024324145 +13355,Y83M,0.006255638 +13356,Y83M,0.012494152 +13357,Y83M,0.0026289169 +13358,Y83M,0.0029737898 +13359,Y83N,0.017570654 +13360,Y83N,0.0058657606 +13361,Y83N,0.0031872822 +13362,Y83N,0.015179496 +13363,Y83P,0.004178988 +13364,Y83P,0.00072073727 +13365,Y83P,0.0018156553 +13366,Y83P,0.0013486719 +13367,Y83Q,0.005690535 +13368,Y83Q,0.009130772 +13369,Y83Q,0.012612916 +13370,Y83R,0.0070090564 +13371,Y83R,0.027977189 +13372,Y83T,0.001454319 +13373,Y83V,0.0017280147 +13374,Y83V,0.0045863576 +13375,Y83V,0.0044891257 +13376,Y83V,0.01753627 +13377,Y83W,0.04924043 +13378,Y83W,0.035330933 +13379,Y83W,0.027285928 diff --git a/data/finch_beaks_2012.csv b/data/finch_beaks_2012.csv index 6a2ddd9..d53e668 100644 --- a/data/finch_beaks_2012.csv +++ b/data/finch_beaks_2012.csv @@ -247,4 +247,4 @@ band,species,blength,bdepth 21340,scandens,14.6,8.9 21342,scandens,13.1,9.8 21347,scandens,15.2,9.1 -99999,unknown,19.3,6.8 \ No newline at end of file +99999,unknown,19.3,6.8 diff --git a/data/gapminder.csv b/data/gapminder.csv new file mode 100644 index 0000000..ffcd5f2 --- /dev/null +++ b/data/gapminder.csv @@ -0,0 +1,1705 @@ +country,continent,year,lifeExp,pop,gdpPercap +Afghanistan,Asia,1952,28.801,8425333,779.4453145 +Afghanistan,Asia,1957,30.332,9240934,820.8530296 +Afghanistan,Asia,1962,31.997,10267083,853.10071 +Afghanistan,Asia,1967,34.02,11537966,836.1971382 +Afghanistan,Asia,1972,36.088,13079460,739.9811058 +Afghanistan,Asia,1977,38.438,14880372,786.11336 +Afghanistan,Asia,1982,39.854,12881816,978.0114388 +Afghanistan,Asia,1987,40.822,13867957,852.3959448 +Afghanistan,Asia,1992,41.674,16317921,649.3413952 +Afghanistan,Asia,1997,41.763,22227415,635.341351 +Afghanistan,Asia,2002,42.129,25268405,726.7340548 +Afghanistan,Asia,2007,43.828,31889923,974.5803384 +Albania,Europe,1952,55.23,1282697,1601.056136 +Albania,Europe,1957,59.28,1476505,1942.284244 +Albania,Europe,1962,64.82,1728137,2312.888958 +Albania,Europe,1967,66.22,1984060,2760.196931 +Albania,Europe,1972,67.69,2263554,3313.422188 +Albania,Europe,1977,68.93,2509048,3533.00391 +Albania,Europe,1982,70.42,2780097,3630.880722 +Albania,Europe,1987,72.0,3075321,3738.932735 +Albania,Europe,1992,71.581,3326498,2497.437901 +Albania,Europe,1997,72.95,3428038,3193.054604 +Albania,Europe,2002,75.651,3508512,4604.211737 +Albania,Europe,2007,76.423,3600523,5937.029526 +Algeria,Africa,1952,43.077,9279525,2449.008185 +Algeria,Africa,1957,45.685,10270856,3013.976023 +Algeria,Africa,1962,48.303,11000948,2550.81688 +Algeria,Africa,1967,51.407,12760499,3246.991771 +Algeria,Africa,1972,54.518,14760787,4182.663766 +Algeria,Africa,1977,58.014,17152804,4910.416756 +Algeria,Africa,1982,61.368,20033753,5745.160213 +Algeria,Africa,1987,65.799,23254956,5681.358539 +Algeria,Africa,1992,67.744,26298373,5023.216647 +Algeria,Africa,1997,69.152,29072015,4797.295051 +Algeria,Africa,2002,70.994,31287142,5288.040382 +Algeria,Africa,2007,72.301,33333216,6223.367465 +Angola,Africa,1952,30.015,4232095,3520.610273 +Angola,Africa,1957,31.999,4561361,3827.940465 +Angola,Africa,1962,34.0,4826015,4269.276742 +Angola,Africa,1967,35.985,5247469,5522.776375 +Angola,Africa,1972,37.928,5894858,5473.288005 +Angola,Africa,1977,39.483,6162675,3008.647355 +Angola,Africa,1982,39.942,7016384,2756.953672 +Angola,Africa,1987,39.906,7874230,2430.208311 +Angola,Africa,1992,40.647,8735988,2627.845685 +Angola,Africa,1997,40.963,9875024,2277.140884 +Angola,Africa,2002,41.003,10866106,2773.287312 +Angola,Africa,2007,42.731,12420476,4797.231267 +Argentina,Americas,1952,62.485,17876956,5911.315053 +Argentina,Americas,1957,64.399,19610538,6856.856212 +Argentina,Americas,1962,65.142,21283783,7133.166023 +Argentina,Americas,1967,65.634,22934225,8052.953021 +Argentina,Americas,1972,67.065,24779799,9443.038526 +Argentina,Americas,1977,68.481,26983828,10079.02674 +Argentina,Americas,1982,69.942,29341374,8997.897412 +Argentina,Americas,1987,70.774,31620918,9139.671389 +Argentina,Americas,1992,71.868,33958947,9308.41871 +Argentina,Americas,1997,73.275,36203463,10967.28195 +Argentina,Americas,2002,74.34,38331121,8797.640716 +Argentina,Americas,2007,75.32,40301927,12779.37964 +Australia,Oceania,1952,69.12,8691212,10039.59564 +Australia,Oceania,1957,70.33,9712569,10949.64959 +Australia,Oceania,1962,70.93,10794968,12217.22686 +Australia,Oceania,1967,71.1,11872264,14526.12465 +Australia,Oceania,1972,71.93,13177000,16788.62948 +Australia,Oceania,1977,73.49,14074100,18334.19751 +Australia,Oceania,1982,74.74,15184200,19477.00928 +Australia,Oceania,1987,76.32,16257249,21888.88903 +Australia,Oceania,1992,77.56,17481977,23424.76683 +Australia,Oceania,1997,78.83,18565243,26997.93657 +Australia,Oceania,2002,80.37,19546792,30687.75473 +Australia,Oceania,2007,81.235,20434176,34435.36744 +Austria,Europe,1952,66.8,6927772,6137.076492 +Austria,Europe,1957,67.48,6965860,8842.59803 +Austria,Europe,1962,69.54,7129864,10750.72111 +Austria,Europe,1967,70.14,7376998,12834.6024 +Austria,Europe,1972,70.63,7544201,16661.6256 +Austria,Europe,1977,72.17,7568430,19749.4223 +Austria,Europe,1982,73.18,7574613,21597.08362 +Austria,Europe,1987,74.94,7578903,23687.82607 +Austria,Europe,1992,76.04,7914969,27042.01868 +Austria,Europe,1997,77.51,8069876,29095.92066 +Austria,Europe,2002,78.98,8148312,32417.60769 +Austria,Europe,2007,79.829,8199783,36126.4927 +Bahrain,Asia,1952,50.939,120447,9867.084765 +Bahrain,Asia,1957,53.832,138655,11635.79945 +Bahrain,Asia,1962,56.923,171863,12753.27514 +Bahrain,Asia,1967,59.923,202182,14804.6727 +Bahrain,Asia,1972,63.3,230800,18268.65839 +Bahrain,Asia,1977,65.593,297410,19340.10196 +Bahrain,Asia,1982,69.052,377967,19211.14731 +Bahrain,Asia,1987,70.75,454612,18524.02406 +Bahrain,Asia,1992,72.601,529491,19035.57917 +Bahrain,Asia,1997,73.925,598561,20292.01679 +Bahrain,Asia,2002,74.795,656397,23403.55927 +Bahrain,Asia,2007,75.635,708573,29796.04834 +Bangladesh,Asia,1952,37.484,46886859,684.2441716 +Bangladesh,Asia,1957,39.348,51365468,661.6374577 +Bangladesh,Asia,1962,41.216,56839289,686.3415538 +Bangladesh,Asia,1967,43.453,62821884,721.1860862 +Bangladesh,Asia,1972,45.252,70759295,630.2336265 +Bangladesh,Asia,1977,46.923,80428306,659.8772322 +Bangladesh,Asia,1982,50.009,93074406,676.9818656 +Bangladesh,Asia,1987,52.819,103764241,751.9794035 +Bangladesh,Asia,1992,56.018,113704579,837.8101643 +Bangladesh,Asia,1997,59.412,123315288,972.7700352 +Bangladesh,Asia,2002,62.013,135656790,1136.39043 +Bangladesh,Asia,2007,64.062,150448339,1391.253792 +Belgium,Europe,1952,68.0,8730405,8343.105127 +Belgium,Europe,1957,69.24,8989111,9714.960623 +Belgium,Europe,1962,70.25,9218400,10991.20676 +Belgium,Europe,1967,70.94,9556500,13149.04119 +Belgium,Europe,1972,71.44,9709100,16672.14356 +Belgium,Europe,1977,72.8,9821800,19117.97448 +Belgium,Europe,1982,73.93,9856303,20979.84589 +Belgium,Europe,1987,75.35,9870200,22525.56308 +Belgium,Europe,1992,76.46,10045622,25575.57069 +Belgium,Europe,1997,77.53,10199787,27561.19663 +Belgium,Europe,2002,78.32,10311970,30485.88375 +Belgium,Europe,2007,79.441,10392226,33692.60508 +Benin,Africa,1952,38.223,1738315,1062.7522 +Benin,Africa,1957,40.358,1925173,959.6010805 +Benin,Africa,1962,42.618,2151895,949.4990641 +Benin,Africa,1967,44.885,2427334,1035.831411 +Benin,Africa,1972,47.014,2761407,1085.796879 +Benin,Africa,1977,49.19,3168267,1029.161251 +Benin,Africa,1982,50.904,3641603,1277.897616 +Benin,Africa,1987,52.337,4243788,1225.85601 +Benin,Africa,1992,53.919,4981671,1191.207681 +Benin,Africa,1997,54.777,6066080,1232.975292 +Benin,Africa,2002,54.406,7026113,1372.877931 +Benin,Africa,2007,56.728,8078314,1441.284873 +Bolivia,Americas,1952,40.414,2883315,2677.326347 +Bolivia,Americas,1957,41.89,3211738,2127.686326 +Bolivia,Americas,1962,43.428,3593918,2180.972546 +Bolivia,Americas,1967,45.032,4040665,2586.886053 +Bolivia,Americas,1972,46.714,4565872,2980.331339 +Bolivia,Americas,1977,50.023,5079716,3548.097832 +Bolivia,Americas,1982,53.859,5642224,3156.510452 +Bolivia,Americas,1987,57.251,6156369,2753.69149 +Bolivia,Americas,1992,59.957,6893451,2961.699694 +Bolivia,Americas,1997,62.05,7693188,3326.143191 +Bolivia,Americas,2002,63.883,8445134,3413.26269 +Bolivia,Americas,2007,65.554,9119152,3822.137084 +Bosnia and Herzegovina,Europe,1952,53.82,2791000,973.5331948 +Bosnia and Herzegovina,Europe,1957,58.45,3076000,1353.989176 +Bosnia and Herzegovina,Europe,1962,61.93,3349000,1709.683679 +Bosnia and Herzegovina,Europe,1967,64.79,3585000,2172.352423 +Bosnia and Herzegovina,Europe,1972,67.45,3819000,2860.16975 +Bosnia and Herzegovina,Europe,1977,69.86,4086000,3528.481305 +Bosnia and Herzegovina,Europe,1982,70.69,4172693,4126.613157 +Bosnia and Herzegovina,Europe,1987,71.14,4338977,4314.114757 +Bosnia and Herzegovina,Europe,1992,72.178,4256013,2546.781445 +Bosnia and Herzegovina,Europe,1997,73.244,3607000,4766.355904 +Bosnia and Herzegovina,Europe,2002,74.09,4165416,6018.975239 +Bosnia and Herzegovina,Europe,2007,74.852,4552198,7446.298803 +Botswana,Africa,1952,47.622,442308,851.2411407 +Botswana,Africa,1957,49.618,474639,918.2325349 +Botswana,Africa,1962,51.52,512764,983.6539764 +Botswana,Africa,1967,53.298,553541,1214.709294 +Botswana,Africa,1972,56.024,619351,2263.611114 +Botswana,Africa,1977,59.319,781472,3214.857818 +Botswana,Africa,1982,61.484,970347,4551.14215 +Botswana,Africa,1987,63.622,1151184,6205.88385 +Botswana,Africa,1992,62.745,1342614,7954.111645 +Botswana,Africa,1997,52.556,1536536,8647.142313 +Botswana,Africa,2002,46.634,1630347,11003.60508 +Botswana,Africa,2007,50.728,1639131,12569.85177 +Brazil,Americas,1952,50.917,56602560,2108.944355 +Brazil,Americas,1957,53.285,65551171,2487.365989 +Brazil,Americas,1962,55.665,76039390,3336.585802 +Brazil,Americas,1967,57.632,88049823,3429.864357 +Brazil,Americas,1972,59.504,100840058,4985.711467 +Brazil,Americas,1977,61.489,114313951,6660.118654 +Brazil,Americas,1982,63.336,128962939,7030.835878 +Brazil,Americas,1987,65.205,142938076,7807.095818 +Brazil,Americas,1992,67.057,155975974,6950.283021 +Brazil,Americas,1997,69.388,168546719,7957.980824 +Brazil,Americas,2002,71.006,179914212,8131.212843 +Brazil,Americas,2007,72.39,190010647,9065.800825 +Bulgaria,Europe,1952,59.6,7274900,2444.286648 +Bulgaria,Europe,1957,66.61,7651254,3008.670727 +Bulgaria,Europe,1962,69.51,8012946,4254.337839 +Bulgaria,Europe,1967,70.42,8310226,5577.0028 +Bulgaria,Europe,1972,70.9,8576200,6597.494398 +Bulgaria,Europe,1977,70.81,8797022,7612.240438 +Bulgaria,Europe,1982,71.08,8892098,8224.191647 +Bulgaria,Europe,1987,71.34,8971958,8239.854824 +Bulgaria,Europe,1992,71.19,8658506,6302.623438 +Bulgaria,Europe,1997,70.32,8066057,5970.38876 +Bulgaria,Europe,2002,72.14,7661799,7696.777725 +Bulgaria,Europe,2007,73.005,7322858,10680.79282 +Burkina Faso,Africa,1952,31.975,4469979,543.2552413 +Burkina Faso,Africa,1957,34.906,4713416,617.1834648 +Burkina Faso,Africa,1962,37.814,4919632,722.5120206 +Burkina Faso,Africa,1967,40.697,5127935,794.8265597 +Burkina Faso,Africa,1972,43.591,5433886,854.7359763 +Burkina Faso,Africa,1977,46.137,5889574,743.3870368 +Burkina Faso,Africa,1982,48.122,6634596,807.1985855 +Burkina Faso,Africa,1987,49.557,7586551,912.0631417 +Burkina Faso,Africa,1992,50.26,8878303,931.7527731 +Burkina Faso,Africa,1997,50.324,10352843,946.2949618 +Burkina Faso,Africa,2002,50.65,12251209,1037.645221 +Burkina Faso,Africa,2007,52.295,14326203,1217.032994 +Burundi,Africa,1952,39.031,2445618,339.2964587 +Burundi,Africa,1957,40.533,2667518,379.5646281 +Burundi,Africa,1962,42.045,2961915,355.2032273 +Burundi,Africa,1967,43.548,3330989,412.9775136 +Burundi,Africa,1972,44.057,3529983,464.0995039 +Burundi,Africa,1977,45.91,3834415,556.1032651 +Burundi,Africa,1982,47.471,4580410,559.603231 +Burundi,Africa,1987,48.211,5126023,621.8188189 +Burundi,Africa,1992,44.736,5809236,631.6998778 +Burundi,Africa,1997,45.326,6121610,463.1151478 +Burundi,Africa,2002,47.36,7021078,446.4035126 +Burundi,Africa,2007,49.58,8390505,430.0706916 +Cambodia,Asia,1952,39.417,4693836,368.4692856 +Cambodia,Asia,1957,41.366,5322536,434.0383364 +Cambodia,Asia,1962,43.415,6083619,496.9136476 +Cambodia,Asia,1967,45.415,6960067,523.4323142 +Cambodia,Asia,1972,40.317,7450606,421.6240257 +Cambodia,Asia,1977,31.22,6978607,524.9721832 +Cambodia,Asia,1982,50.957,7272485,624.4754784 +Cambodia,Asia,1987,53.914,8371791,683.8955732 +Cambodia,Asia,1992,55.803,10150094,682.3031755 +Cambodia,Asia,1997,56.534,11782962,734.28517 +Cambodia,Asia,2002,56.752,12926707,896.2260153 +Cambodia,Asia,2007,59.723,14131858,1713.778686 +Cameroon,Africa,1952,38.523,5009067,1172.667655 +Cameroon,Africa,1957,40.428,5359923,1313.048099 +Cameroon,Africa,1962,42.643,5793633,1399.607441 +Cameroon,Africa,1967,44.799,6335506,1508.453148 +Cameroon,Africa,1972,47.049,7021028,1684.146528 +Cameroon,Africa,1977,49.355,7959865,1783.432873 +Cameroon,Africa,1982,52.961,9250831,2367.983282 +Cameroon,Africa,1987,54.985,10780667,2602.664206 +Cameroon,Africa,1992,54.314,12467171,1793.163278 +Cameroon,Africa,1997,52.199,14195809,1694.337469 +Cameroon,Africa,2002,49.856,15929988,1934.011449 +Cameroon,Africa,2007,50.43,17696293,2042.09524 +Canada,Americas,1952,68.75,14785584,11367.16112 +Canada,Americas,1957,69.96,17010154,12489.95006 +Canada,Americas,1962,71.3,18985849,13462.48555 +Canada,Americas,1967,72.13,20819767,16076.58803 +Canada,Americas,1972,72.88,22284500,18970.57086 +Canada,Americas,1977,74.21,23796400,22090.88306 +Canada,Americas,1982,75.76,25201900,22898.79214 +Canada,Americas,1987,76.86,26549700,26626.51503 +Canada,Americas,1992,77.95,28523502,26342.88426 +Canada,Americas,1997,78.61,30305843,28954.92589 +Canada,Americas,2002,79.77,31902268,33328.96507 +Canada,Americas,2007,80.653,33390141,36319.23501 +Central African Republic,Africa,1952,35.463,1291695,1071.310713 +Central African Republic,Africa,1957,37.464,1392284,1190.844328 +Central African Republic,Africa,1962,39.475,1523478,1193.068753 +Central African Republic,Africa,1967,41.478,1733638,1136.056615 +Central African Republic,Africa,1972,43.457,1927260,1070.013275 +Central African Republic,Africa,1977,46.775,2167533,1109.374338 +Central African Republic,Africa,1982,48.295,2476971,956.7529907 +Central African Republic,Africa,1987,50.485,2840009,844.8763504 +Central African Republic,Africa,1992,49.396,3265124,747.9055252 +Central African Republic,Africa,1997,46.066,3696513,740.5063317 +Central African Republic,Africa,2002,43.308,4048013,738.6906068 +Central African Republic,Africa,2007,44.741,4369038,706.016537 +Chad,Africa,1952,38.092,2682462,1178.665927 +Chad,Africa,1957,39.881,2894855,1308.495577 +Chad,Africa,1962,41.716,3150417,1389.817618 +Chad,Africa,1967,43.601,3495967,1196.810565 +Chad,Africa,1972,45.569,3899068,1104.103987 +Chad,Africa,1977,47.383,4388260,1133.98495 +Chad,Africa,1982,49.517,4875118,797.9081006 +Chad,Africa,1987,51.051,5498955,952.386129 +Chad,Africa,1992,51.724,6429417,1058.0643 +Chad,Africa,1997,51.573,7562011,1004.961353 +Chad,Africa,2002,50.525,8835739,1156.18186 +Chad,Africa,2007,50.651,10238807,1704.063724 +Chile,Americas,1952,54.745,6377619,3939.978789 +Chile,Americas,1957,56.074,7048426,4315.622723 +Chile,Americas,1962,57.924,7961258,4519.094331 +Chile,Americas,1967,60.523,8858908,5106.654313 +Chile,Americas,1972,63.441,9717524,5494.024437 +Chile,Americas,1977,67.052,10599793,4756.763836 +Chile,Americas,1982,70.565,11487112,5095.665738 +Chile,Americas,1987,72.492,12463354,5547.063754 +Chile,Americas,1992,74.126,13572994,7596.125964 +Chile,Americas,1997,75.816,14599929,10118.05318 +Chile,Americas,2002,77.86,15497046,10778.78385 +Chile,Americas,2007,78.553,16284741,13171.63885 +China,Asia,1952,44.0,556263527,400.448611 +China,Asia,1957,50.54896,637408000,575.9870009 +China,Asia,1962,44.50136,665770000,487.6740183 +China,Asia,1967,58.38112,754550000,612.7056934 +China,Asia,1972,63.11888,862030000,676.9000921 +China,Asia,1977,63.96736,943455000,741.2374699 +China,Asia,1982,65.525,1000281000,962.4213805 +China,Asia,1987,67.274,1084035000,1378.904018 +China,Asia,1992,68.69,1164970000,1655.784158 +China,Asia,1997,70.426,1230075000,2289.234136 +China,Asia,2002,72.028,1280400000,3119.280896 +China,Asia,2007,72.961,1318683096,4959.114854 +Colombia,Americas,1952,50.643,12350771,2144.115096 +Colombia,Americas,1957,55.118,14485993,2323.805581 +Colombia,Americas,1962,57.863,17009885,2492.351109 +Colombia,Americas,1967,59.963,19764027,2678.729839 +Colombia,Americas,1972,61.623,22542890,3264.660041 +Colombia,Americas,1977,63.837,25094412,3815.80787 +Colombia,Americas,1982,66.653,27764644,4397.575659 +Colombia,Americas,1987,67.768,30964245,4903.2191 +Colombia,Americas,1992,68.421,34202721,5444.648617 +Colombia,Americas,1997,70.313,37657830,6117.361746 +Colombia,Americas,2002,71.682,41008227,5755.259962 +Colombia,Americas,2007,72.889,44227550,7006.580419 +Comoros,Africa,1952,40.715,153936,1102.990936 +Comoros,Africa,1957,42.46,170928,1211.148548 +Comoros,Africa,1962,44.467,191689,1406.648278 +Comoros,Africa,1967,46.472,217378,1876.029643 +Comoros,Africa,1972,48.944,250027,1937.577675 +Comoros,Africa,1977,50.939,304739,1172.603047 +Comoros,Africa,1982,52.933,348643,1267.100083 +Comoros,Africa,1987,54.926,395114,1315.980812 +Comoros,Africa,1992,57.939,454429,1246.90737 +Comoros,Africa,1997,60.66,527982,1173.618235 +Comoros,Africa,2002,62.974,614382,1075.811558 +Comoros,Africa,2007,65.152,710960,986.1478792 +"Congo, Dem. Rep.",Africa,1952,39.143,14100005,780.5423257 +"Congo, Dem. Rep.",Africa,1957,40.652,15577932,905.8602303 +"Congo, Dem. Rep.",Africa,1962,42.122,17486434,896.3146335 +"Congo, Dem. Rep.",Africa,1967,44.056,19941073,861.5932424 +"Congo, Dem. Rep.",Africa,1972,45.989,23007669,904.8960685 +"Congo, Dem. Rep.",Africa,1977,47.804,26480870,795.757282 +"Congo, Dem. Rep.",Africa,1982,47.784,30646495,673.7478181 +"Congo, Dem. Rep.",Africa,1987,47.412,35481645,672.774812 +"Congo, Dem. Rep.",Africa,1992,45.548,41672143,457.7191807 +"Congo, Dem. Rep.",Africa,1997,42.587,47798986,312.188423 +"Congo, Dem. Rep.",Africa,2002,44.966,55379852,241.1658765 +"Congo, Dem. Rep.",Africa,2007,46.462,64606759,277.5518587 +"Congo, Rep.",Africa,1952,42.111,854885,2125.621418 +"Congo, Rep.",Africa,1957,45.053,940458,2315.056572 +"Congo, Rep.",Africa,1962,48.435,1047924,2464.783157 +"Congo, Rep.",Africa,1967,52.04,1179760,2677.939642 +"Congo, Rep.",Africa,1972,54.907,1340458,3213.152683 +"Congo, Rep.",Africa,1977,55.625,1536769,3259.178978 +"Congo, Rep.",Africa,1982,56.695,1774735,4879.507522 +"Congo, Rep.",Africa,1987,57.47,2064095,4201.194937 +"Congo, Rep.",Africa,1992,56.433,2409073,4016.239529 +"Congo, Rep.",Africa,1997,52.962,2800947,3484.164376 +"Congo, Rep.",Africa,2002,52.97,3328795,3484.06197 +"Congo, Rep.",Africa,2007,55.322,3800610,3632.557798 +Costa Rica,Americas,1952,57.206,926317,2627.009471 +Costa Rica,Americas,1957,60.026,1112300,2990.010802 +Costa Rica,Americas,1962,62.842,1345187,3460.937025 +Costa Rica,Americas,1967,65.424,1588717,4161.727834 +Costa Rica,Americas,1972,67.849,1834796,5118.146939 +Costa Rica,Americas,1977,70.75,2108457,5926.876967 +Costa Rica,Americas,1982,73.45,2424367,5262.734751 +Costa Rica,Americas,1987,74.752,2799811,5629.915318 +Costa Rica,Americas,1992,75.713,3173216,6160.416317 +Costa Rica,Americas,1997,77.26,3518107,6677.045314 +Costa Rica,Americas,2002,78.123,3834934,7723.447195 +Costa Rica,Americas,2007,78.782,4133884,9645.06142 +Cote d'Ivoire,Africa,1952,40.477,2977019,1388.594732 +Cote d'Ivoire,Africa,1957,42.469,3300000,1500.895925 +Cote d'Ivoire,Africa,1962,44.93,3832408,1728.869428 +Cote d'Ivoire,Africa,1967,47.35,4744870,2052.050473 +Cote d'Ivoire,Africa,1972,49.801,6071696,2378.201111 +Cote d'Ivoire,Africa,1977,52.374,7459574,2517.736547 +Cote d'Ivoire,Africa,1982,53.983,9025951,2602.710169 +Cote d'Ivoire,Africa,1987,54.655,10761098,2156.956069 +Cote d'Ivoire,Africa,1992,52.044,12772596,1648.073791 +Cote d'Ivoire,Africa,1997,47.991,14625967,1786.265407 +Cote d'Ivoire,Africa,2002,46.832,16252726,1648.800823 +Cote d'Ivoire,Africa,2007,48.328,18013409,1544.750112 +Croatia,Europe,1952,61.21,3882229,3119.23652 +Croatia,Europe,1957,64.77,3991242,4338.231617 +Croatia,Europe,1962,67.13,4076557,5477.890018 +Croatia,Europe,1967,68.5,4174366,6960.297861 +Croatia,Europe,1972,69.61,4225310,9164.090127 +Croatia,Europe,1977,70.64,4318673,11305.38517 +Croatia,Europe,1982,70.46,4413368,13221.82184 +Croatia,Europe,1987,71.52,4484310,13822.58394 +Croatia,Europe,1992,72.527,4494013,8447.794873 +Croatia,Europe,1997,73.68,4444595,9875.604515 +Croatia,Europe,2002,74.876,4481020,11628.38895 +Croatia,Europe,2007,75.748,4493312,14619.22272 +Cuba,Americas,1952,59.421,6007797,5586.53878 +Cuba,Americas,1957,62.325,6640752,6092.174359 +Cuba,Americas,1962,65.246,7254373,5180.75591 +Cuba,Americas,1967,68.29,8139332,5690.268015 +Cuba,Americas,1972,70.723,8831348,5305.445256 +Cuba,Americas,1977,72.649,9537988,6380.494966 +Cuba,Americas,1982,73.717,9789224,7316.918107 +Cuba,Americas,1987,74.174,10239839,7532.924763 +Cuba,Americas,1992,74.414,10723260,5592.843963 +Cuba,Americas,1997,76.151,10983007,5431.990415 +Cuba,Americas,2002,77.158,11226999,6340.646683 +Cuba,Americas,2007,78.273,11416987,8948.102923 +Czech Republic,Europe,1952,66.87,9125183,6876.14025 +Czech Republic,Europe,1957,69.03,9513758,8256.343918 +Czech Republic,Europe,1962,69.9,9620282,10136.86713 +Czech Republic,Europe,1967,70.38,9835109,11399.44489 +Czech Republic,Europe,1972,70.29,9862158,13108.4536 +Czech Republic,Europe,1977,70.71,10161915,14800.16062 +Czech Republic,Europe,1982,70.96,10303704,15377.22855 +Czech Republic,Europe,1987,71.58,10311597,16310.4434 +Czech Republic,Europe,1992,72.4,10315702,14297.02122 +Czech Republic,Europe,1997,74.01,10300707,16048.51424 +Czech Republic,Europe,2002,75.51,10256295,17596.21022 +Czech Republic,Europe,2007,76.486,10228744,22833.30851 +Denmark,Europe,1952,70.78,4334000,9692.385245 +Denmark,Europe,1957,71.81,4487831,11099.65935 +Denmark,Europe,1962,72.35,4646899,13583.31351 +Denmark,Europe,1967,72.96,4838800,15937.21123 +Denmark,Europe,1972,73.47,4991596,18866.20721 +Denmark,Europe,1977,74.69,5088419,20422.9015 +Denmark,Europe,1982,74.63,5117810,21688.04048 +Denmark,Europe,1987,74.8,5127024,25116.17581 +Denmark,Europe,1992,75.33,5171393,26406.73985 +Denmark,Europe,1997,76.11,5283663,29804.34567 +Denmark,Europe,2002,77.18,5374693,32166.50006 +Denmark,Europe,2007,78.332,5468120,35278.41874 +Djibouti,Africa,1952,34.812,63149,2669.529475 +Djibouti,Africa,1957,37.328,71851,2864.969076 +Djibouti,Africa,1962,39.693,89898,3020.989263 +Djibouti,Africa,1967,42.074,127617,3020.050513 +Djibouti,Africa,1972,44.366,178848,3694.212352 +Djibouti,Africa,1977,46.519,228694,3081.761022 +Djibouti,Africa,1982,48.812,305991,2879.468067 +Djibouti,Africa,1987,50.04,311025,2880.102568 +Djibouti,Africa,1992,51.604,384156,2377.156192 +Djibouti,Africa,1997,53.157,417908,1895.016984 +Djibouti,Africa,2002,53.373,447416,1908.260867 +Djibouti,Africa,2007,54.791,496374,2082.481567 +Dominican Republic,Americas,1952,45.928,2491346,1397.717137 +Dominican Republic,Americas,1957,49.828,2923186,1544.402995 +Dominican Republic,Americas,1962,53.459,3453434,1662.137359 +Dominican Republic,Americas,1967,56.751,4049146,1653.723003 +Dominican Republic,Americas,1972,59.631,4671329,2189.874499 +Dominican Republic,Americas,1977,61.788,5302800,2681.9889 +Dominican Republic,Americas,1982,63.727,5968349,2861.092386 +Dominican Republic,Americas,1987,66.046,6655297,2899.842175 +Dominican Republic,Americas,1992,68.457,7351181,3044.214214 +Dominican Republic,Americas,1997,69.957,7992357,3614.101285 +Dominican Republic,Americas,2002,70.847,8650322,4563.808154 +Dominican Republic,Americas,2007,72.235,9319622,6025.374752 +Ecuador,Americas,1952,48.357,3548753,3522.110717 +Ecuador,Americas,1957,51.356,4058385,3780.546651 +Ecuador,Americas,1962,54.64,4681707,4086.114078 +Ecuador,Americas,1967,56.678,5432424,4579.074215 +Ecuador,Americas,1972,58.796,6298651,5280.99471 +Ecuador,Americas,1977,61.31,7278866,6679.62326 +Ecuador,Americas,1982,64.342,8365850,7213.791267 +Ecuador,Americas,1987,67.231,9545158,6481.776993 +Ecuador,Americas,1992,69.613,10748394,7103.702595 +Ecuador,Americas,1997,72.312,11911819,7429.455877 +Ecuador,Americas,2002,74.173,12921234,5773.044512 +Ecuador,Americas,2007,74.994,13755680,6873.262326 +Egypt,Africa,1952,41.893,22223309,1418.822445 +Egypt,Africa,1957,44.444,25009741,1458.915272 +Egypt,Africa,1962,46.992,28173309,1693.335853 +Egypt,Africa,1967,49.293,31681188,1814.880728 +Egypt,Africa,1972,51.137,34807417,2024.008147 +Egypt,Africa,1977,53.319,38783863,2785.493582 +Egypt,Africa,1982,56.006,45681811,3503.729636 +Egypt,Africa,1987,59.797,52799062,3885.46071 +Egypt,Africa,1992,63.674,59402198,3794.755195 +Egypt,Africa,1997,67.217,66134291,4173.181797 +Egypt,Africa,2002,69.806,73312559,4754.604414 +Egypt,Africa,2007,71.338,80264543,5581.180998 +El Salvador,Americas,1952,45.262,2042865,3048.3029 +El Salvador,Americas,1957,48.57,2355805,3421.523218 +El Salvador,Americas,1962,52.307,2747687,3776.803627 +El Salvador,Americas,1967,55.855,3232927,4358.595393 +El Salvador,Americas,1972,58.207,3790903,4520.246008 +El Salvador,Americas,1977,56.696,4282586,5138.922374 +El Salvador,Americas,1982,56.604,4474873,4098.344175 +El Salvador,Americas,1987,63.154,4842194,4140.442097 +El Salvador,Americas,1992,66.798,5274649,4444.2317 +El Salvador,Americas,1997,69.535,5783439,5154.825496 +El Salvador,Americas,2002,70.734,6353681,5351.568666 +El Salvador,Americas,2007,71.878,6939688,5728.353514 +Equatorial Guinea,Africa,1952,34.482,216964,375.6431231 +Equatorial Guinea,Africa,1957,35.983,232922,426.0964081 +Equatorial Guinea,Africa,1962,37.485,249220,582.8419714 +Equatorial Guinea,Africa,1967,38.987,259864,915.5960025 +Equatorial Guinea,Africa,1972,40.516,277603,672.4122571 +Equatorial Guinea,Africa,1977,42.024,192675,958.5668124 +Equatorial Guinea,Africa,1982,43.662,285483,927.8253427 +Equatorial Guinea,Africa,1987,45.664,341244,966.8968149 +Equatorial Guinea,Africa,1992,47.545,387838,1132.055034 +Equatorial Guinea,Africa,1997,48.245,439971,2814.480755 +Equatorial Guinea,Africa,2002,49.348,495627,7703.4959 +Equatorial Guinea,Africa,2007,51.579,551201,12154.08975 +Eritrea,Africa,1952,35.928,1438760,328.9405571 +Eritrea,Africa,1957,38.047,1542611,344.1618859 +Eritrea,Africa,1962,40.158,1666618,380.9958433 +Eritrea,Africa,1967,42.189,1820319,468.7949699 +Eritrea,Africa,1972,44.142,2260187,514.3242082 +Eritrea,Africa,1977,44.535,2512642,505.7538077 +Eritrea,Africa,1982,43.89,2637297,524.8758493 +Eritrea,Africa,1987,46.453,2915959,521.1341333 +Eritrea,Africa,1992,49.991,3668440,582.8585102 +Eritrea,Africa,1997,53.378,4058319,913.47079 +Eritrea,Africa,2002,55.24,4414865,765.3500015 +Eritrea,Africa,2007,58.04,4906585,641.3695236 +Ethiopia,Africa,1952,34.078,20860941,362.1462796 +Ethiopia,Africa,1957,36.667,22815614,378.9041632 +Ethiopia,Africa,1962,40.059,25145372,419.4564161 +Ethiopia,Africa,1967,42.115,27860297,516.1186438 +Ethiopia,Africa,1972,43.515,30770372,566.2439442 +Ethiopia,Africa,1977,44.51,34617799,556.8083834 +Ethiopia,Africa,1982,44.916,38111756,577.8607471 +Ethiopia,Africa,1987,46.684,42999530,573.7413142 +Ethiopia,Africa,1992,48.091,52088559,421.3534653 +Ethiopia,Africa,1997,49.402,59861301,515.8894013 +Ethiopia,Africa,2002,50.725,67946797,530.0535319 +Ethiopia,Africa,2007,52.947,76511887,690.8055759 +Finland,Europe,1952,66.55,4090500,6424.519071 +Finland,Europe,1957,67.49,4324000,7545.415386 +Finland,Europe,1962,68.75,4491443,9371.842561 +Finland,Europe,1967,69.83,4605744,10921.63626 +Finland,Europe,1972,70.87,4639657,14358.8759 +Finland,Europe,1977,72.52,4738902,15605.42283 +Finland,Europe,1982,74.55,4826933,18533.15761 +Finland,Europe,1987,74.83,4931729,21141.01223 +Finland,Europe,1992,75.7,5041039,20647.16499 +Finland,Europe,1997,77.13,5134406,23723.9502 +Finland,Europe,2002,78.37,5193039,28204.59057 +Finland,Europe,2007,79.313,5238460,33207.0844 +France,Europe,1952,67.41,42459667,7029.809327 +France,Europe,1957,68.93,44310863,8662.834898 +France,Europe,1962,70.51,47124000,10560.48553 +France,Europe,1967,71.55,49569000,12999.91766 +France,Europe,1972,72.38,51732000,16107.19171 +France,Europe,1977,73.83,53165019,18292.63514 +France,Europe,1982,74.89,54433565,20293.89746 +France,Europe,1987,76.34,55630100,22066.44214 +France,Europe,1992,77.46,57374179,24703.79615 +France,Europe,1997,78.64,58623428,25889.78487 +France,Europe,2002,79.59,59925035,28926.03234 +France,Europe,2007,80.657,61083916,30470.0167 +Gabon,Africa,1952,37.003,420702,4293.476475 +Gabon,Africa,1957,38.999,434904,4976.198099 +Gabon,Africa,1962,40.489,455661,6631.459222 +Gabon,Africa,1967,44.598,489004,8358.761987 +Gabon,Africa,1972,48.69,537977,11401.94841 +Gabon,Africa,1977,52.79,706367,21745.57328 +Gabon,Africa,1982,56.564,753874,15113.36194 +Gabon,Africa,1987,60.19,880397,11864.40844 +Gabon,Africa,1992,61.366,985739,13522.15752 +Gabon,Africa,1997,60.461,1126189,14722.84188 +Gabon,Africa,2002,56.761,1299304,12521.71392 +Gabon,Africa,2007,56.735,1454867,13206.48452 +Gambia,Africa,1952,30.0,284320,485.2306591 +Gambia,Africa,1957,32.065,323150,520.9267111 +Gambia,Africa,1962,33.896,374020,599.650276 +Gambia,Africa,1967,35.857,439593,734.7829124 +Gambia,Africa,1972,38.308,517101,756.0868363 +Gambia,Africa,1977,41.842,608274,884.7552507 +Gambia,Africa,1982,45.58,715523,835.8096108 +Gambia,Africa,1987,49.265,848406,611.6588611 +Gambia,Africa,1992,52.644,1025384,665.6244126 +Gambia,Africa,1997,55.861,1235767,653.7301704 +Gambia,Africa,2002,58.041,1457766,660.5855997 +Gambia,Africa,2007,59.448,1688359,752.7497265 +Germany,Europe,1952,67.5,69145952,7144.114393 +Germany,Europe,1957,69.1,71019069,10187.82665 +Germany,Europe,1962,70.3,73739117,12902.46291 +Germany,Europe,1967,70.8,76368453,14745.62561 +Germany,Europe,1972,71.0,78717088,18016.18027 +Germany,Europe,1977,72.5,78160773,20512.92123 +Germany,Europe,1982,73.8,78335266,22031.53274 +Germany,Europe,1987,74.847,77718298,24639.18566 +Germany,Europe,1992,76.07,80597764,26505.30317 +Germany,Europe,1997,77.34,82011073,27788.88416 +Germany,Europe,2002,78.67,82350671,30035.80198 +Germany,Europe,2007,79.406,82400996,32170.37442 +Ghana,Africa,1952,43.149,5581001,911.2989371 +Ghana,Africa,1957,44.779,6391288,1043.561537 +Ghana,Africa,1962,46.452,7355248,1190.041118 +Ghana,Africa,1967,48.072,8490213,1125.69716 +Ghana,Africa,1972,49.875,9354120,1178.223708 +Ghana,Africa,1977,51.756,10538093,993.2239571 +Ghana,Africa,1982,53.744,11400338,876.032569 +Ghana,Africa,1987,55.729,14168101,847.0061135 +Ghana,Africa,1992,57.501,16278738,925.060154 +Ghana,Africa,1997,58.556,18418288,1005.245812 +Ghana,Africa,2002,58.453,20550751,1111.984578 +Ghana,Africa,2007,60.022,22873338,1327.60891 +Greece,Europe,1952,65.86,7733250,3530.690067 +Greece,Europe,1957,67.86,8096218,4916.299889 +Greece,Europe,1962,69.51,8448233,6017.190733 +Greece,Europe,1967,71.0,8716441,8513.097016 +Greece,Europe,1972,72.34,8888628,12724.82957 +Greece,Europe,1977,73.68,9308479,14195.52428 +Greece,Europe,1982,75.24,9786480,15268.42089 +Greece,Europe,1987,76.67,9974490,16120.52839 +Greece,Europe,1992,77.03,10325429,17541.49634 +Greece,Europe,1997,77.869,10502372,18747.69814 +Greece,Europe,2002,78.256,10603863,22514.2548 +Greece,Europe,2007,79.483,10706290,27538.41188 +Guatemala,Americas,1952,42.023,3146381,2428.237769 +Guatemala,Americas,1957,44.142,3640876,2617.155967 +Guatemala,Americas,1962,46.954,4208858,2750.364446 +Guatemala,Americas,1967,50.016,4690773,3242.531147 +Guatemala,Americas,1972,53.738,5149581,4031.408271 +Guatemala,Americas,1977,56.029,5703430,4879.992748 +Guatemala,Americas,1982,58.137,6395630,4820.49479 +Guatemala,Americas,1987,60.782,7326406,4246.485974 +Guatemala,Americas,1992,63.373,8486949,4439.45084 +Guatemala,Americas,1997,66.322,9803875,4684.313807 +Guatemala,Americas,2002,68.978,11178650,4858.347495 +Guatemala,Americas,2007,70.259,12572928,5186.050003 +Guinea,Africa,1952,33.609,2664249,510.1964923 +Guinea,Africa,1957,34.558,2876726,576.2670245 +Guinea,Africa,1962,35.753,3140003,686.3736739 +Guinea,Africa,1967,37.197,3451418,708.7595409 +Guinea,Africa,1972,38.842,3811387,741.6662307 +Guinea,Africa,1977,40.762,4227026,874.6858643 +Guinea,Africa,1982,42.891,4710497,857.2503577 +Guinea,Africa,1987,45.552,5650262,805.5724718 +Guinea,Africa,1992,48.576,6990574,794.3484384 +Guinea,Africa,1997,51.455,8048834,869.4497668 +Guinea,Africa,2002,53.676,8807818,945.5835837 +Guinea,Africa,2007,56.007,9947814,942.6542111 +Guinea-Bissau,Africa,1952,32.5,580653,299.850319 +Guinea-Bissau,Africa,1957,33.489,601095,431.7904566 +Guinea-Bissau,Africa,1962,34.488,627820,522.0343725 +Guinea-Bissau,Africa,1967,35.492,601287,715.5806402 +Guinea-Bissau,Africa,1972,36.486,625361,820.2245876 +Guinea-Bissau,Africa,1977,37.465,745228,764.7259628 +Guinea-Bissau,Africa,1982,39.327,825987,838.1239671 +Guinea-Bissau,Africa,1987,41.245,927524,736.4153921 +Guinea-Bissau,Africa,1992,43.266,1050938,745.5398706 +Guinea-Bissau,Africa,1997,44.873,1193708,796.6644681 +Guinea-Bissau,Africa,2002,45.504,1332459,575.7047176 +Guinea-Bissau,Africa,2007,46.388,1472041,579.231743 +Haiti,Americas,1952,37.579,3201488,1840.366939 +Haiti,Americas,1957,40.696,3507701,1726.887882 +Haiti,Americas,1962,43.59,3880130,1796.589032 +Haiti,Americas,1967,46.243,4318137,1452.057666 +Haiti,Americas,1972,48.042,4698301,1654.456946 +Haiti,Americas,1977,49.923,4908554,1874.298931 +Haiti,Americas,1982,51.461,5198399,2011.159549 +Haiti,Americas,1987,53.636,5756203,1823.015995 +Haiti,Americas,1992,55.089,6326682,1456.309517 +Haiti,Americas,1997,56.671,6913545,1341.726931 +Haiti,Americas,2002,58.137,7607651,1270.364932 +Haiti,Americas,2007,60.916,8502814,1201.637154 +Honduras,Americas,1952,41.912,1517453,2194.926204 +Honduras,Americas,1957,44.665,1770390,2220.487682 +Honduras,Americas,1962,48.041,2090162,2291.156835 +Honduras,Americas,1967,50.924,2500689,2538.269358 +Honduras,Americas,1972,53.884,2965146,2529.842345 +Honduras,Americas,1977,57.402,3055235,3203.208066 +Honduras,Americas,1982,60.909,3669448,3121.760794 +Honduras,Americas,1987,64.492,4372203,3023.096699 +Honduras,Americas,1992,66.399,5077347,3081.694603 +Honduras,Americas,1997,67.659,5867957,3160.454906 +Honduras,Americas,2002,68.565,6677328,3099.72866 +Honduras,Americas,2007,70.198,7483763,3548.330846 +"Hong Kong, China",Asia,1952,60.96,2125900,3054.421209 +"Hong Kong, China",Asia,1957,64.75,2736300,3629.076457 +"Hong Kong, China",Asia,1962,67.65,3305200,4692.648272 +"Hong Kong, China",Asia,1967,70.0,3722800,6197.962814 +"Hong Kong, China",Asia,1972,72.0,4115700,8315.928145 +"Hong Kong, China",Asia,1977,73.6,4583700,11186.14125 +"Hong Kong, China",Asia,1982,75.45,5264500,14560.53051 +"Hong Kong, China",Asia,1987,76.2,5584510,20038.47269 +"Hong Kong, China",Asia,1992,77.601,5829696,24757.60301 +"Hong Kong, China",Asia,1997,80.0,6495918,28377.63219 +"Hong Kong, China",Asia,2002,81.495,6762476,30209.01516 +"Hong Kong, China",Asia,2007,82.208,6980412,39724.97867 +Hungary,Europe,1952,64.03,9504000,5263.673816 +Hungary,Europe,1957,66.41,9839000,6040.180011 +Hungary,Europe,1962,67.96,10063000,7550.359877 +Hungary,Europe,1967,69.5,10223422,9326.64467 +Hungary,Europe,1972,69.76,10394091,10168.65611 +Hungary,Europe,1977,69.95,10637171,11674.83737 +Hungary,Europe,1982,69.39,10705535,12545.99066 +Hungary,Europe,1987,69.58,10612740,12986.47998 +Hungary,Europe,1992,69.17,10348684,10535.62855 +Hungary,Europe,1997,71.04,10244684,11712.7768 +Hungary,Europe,2002,72.59,10083313,14843.93556 +Hungary,Europe,2007,73.338,9956108,18008.94444 +Iceland,Europe,1952,72.49,147962,7267.688428 +Iceland,Europe,1957,73.47,165110,9244.001412 +Iceland,Europe,1962,73.68,182053,10350.15906 +Iceland,Europe,1967,73.73,198676,13319.89568 +Iceland,Europe,1972,74.46,209275,15798.06362 +Iceland,Europe,1977,76.11,221823,19654.96247 +Iceland,Europe,1982,76.99,233997,23269.6075 +Iceland,Europe,1987,77.23,244676,26923.20628 +Iceland,Europe,1992,78.77,259012,25144.39201 +Iceland,Europe,1997,78.95,271192,28061.09966 +Iceland,Europe,2002,80.5,288030,31163.20196 +Iceland,Europe,2007,81.757,301931,36180.78919 +India,Asia,1952,37.373,372000000,546.5657493 +India,Asia,1957,40.249,409000000,590.061996 +India,Asia,1962,43.605,454000000,658.3471509 +India,Asia,1967,47.193,506000000,700.7706107 +India,Asia,1972,50.651,567000000,724.032527 +India,Asia,1977,54.208,634000000,813.337323 +India,Asia,1982,56.596,708000000,855.7235377 +India,Asia,1987,58.553,788000000,976.5126756 +India,Asia,1992,60.223,872000000,1164.406809 +India,Asia,1997,61.765,959000000,1458.817442 +India,Asia,2002,62.879,1034172547,1746.769454 +India,Asia,2007,64.698,1110396331,2452.210407 +Indonesia,Asia,1952,37.468,82052000,749.6816546 +Indonesia,Asia,1957,39.918,90124000,858.9002707 +Indonesia,Asia,1962,42.518,99028000,849.2897701 +Indonesia,Asia,1967,45.964,109343000,762.4317721 +Indonesia,Asia,1972,49.203,121282000,1111.107907 +Indonesia,Asia,1977,52.702,136725000,1382.702056 +Indonesia,Asia,1982,56.159,153343000,1516.872988 +Indonesia,Asia,1987,60.137,169276000,1748.356961 +Indonesia,Asia,1992,62.681,184816000,2383.140898 +Indonesia,Asia,1997,66.041,199278000,3119.335603 +Indonesia,Asia,2002,68.588,211060000,2873.91287 +Indonesia,Asia,2007,70.65,223547000,3540.651564 +Iran,Asia,1952,44.869,17272000,3035.326002 +Iran,Asia,1957,47.181,19792000,3290.257643 +Iran,Asia,1962,49.325,22874000,4187.329802 +Iran,Asia,1967,52.469,26538000,5906.731805 +Iran,Asia,1972,55.234,30614000,9613.818607 +Iran,Asia,1977,57.702,35480679,11888.59508 +Iran,Asia,1982,59.62,43072751,7608.334602 +Iran,Asia,1987,63.04,51889696,6642.881371 +Iran,Asia,1992,65.742,60397973,7235.653188 +Iran,Asia,1997,68.042,63327987,8263.590301 +Iran,Asia,2002,69.451,66907826,9240.761975 +Iran,Asia,2007,70.964,69453570,11605.71449 +Iraq,Asia,1952,45.32,5441766,4129.766056 +Iraq,Asia,1957,48.437,6248643,6229.333562 +Iraq,Asia,1962,51.457,7240260,8341.737815 +Iraq,Asia,1967,54.459,8519282,8931.459811 +Iraq,Asia,1972,56.95,10061506,9576.037596 +Iraq,Asia,1977,60.413,11882916,14688.23507 +Iraq,Asia,1982,62.038,14173318,14517.90711 +Iraq,Asia,1987,65.044,16543189,11643.57268 +Iraq,Asia,1992,59.461,17861905,3745.640687 +Iraq,Asia,1997,58.811,20775703,3076.239795 +Iraq,Asia,2002,57.046,24001816,4390.717312 +Iraq,Asia,2007,59.545,27499638,4471.061906 +Ireland,Europe,1952,66.91,2952156,5210.280328 +Ireland,Europe,1957,68.9,2878220,5599.077872 +Ireland,Europe,1962,70.29,2830000,6631.597314 +Ireland,Europe,1967,71.08,2900100,7655.568963 +Ireland,Europe,1972,71.28,3024400,9530.772896 +Ireland,Europe,1977,72.03,3271900,11150.98113 +Ireland,Europe,1982,73.1,3480000,12618.32141 +Ireland,Europe,1987,74.36,3539900,13872.86652 +Ireland,Europe,1992,75.467,3557761,17558.81555 +Ireland,Europe,1997,76.122,3667233,24521.94713 +Ireland,Europe,2002,77.783,3879155,34077.04939 +Ireland,Europe,2007,78.885,4109086,40675.99635 +Israel,Asia,1952,65.39,1620914,4086.522128 +Israel,Asia,1957,67.84,1944401,5385.278451 +Israel,Asia,1962,69.39,2310904,7105.630706 +Israel,Asia,1967,70.75,2693585,8393.741404 +Israel,Asia,1972,71.63,3095893,12786.93223 +Israel,Asia,1977,73.06,3495918,13306.61921 +Israel,Asia,1982,74.45,3858421,15367.0292 +Israel,Asia,1987,75.6,4203148,17122.47986 +Israel,Asia,1992,76.93,4936550,18051.52254 +Israel,Asia,1997,78.269,5531387,20896.60924 +Israel,Asia,2002,79.696,6029529,21905.59514 +Israel,Asia,2007,80.745,6426679,25523.2771 +Italy,Europe,1952,65.94,47666000,4931.404155 +Italy,Europe,1957,67.81,49182000,6248.656232 +Italy,Europe,1962,69.24,50843200,8243.58234 +Italy,Europe,1967,71.06,52667100,10022.40131 +Italy,Europe,1972,72.19,54365564,12269.27378 +Italy,Europe,1977,73.48,56059245,14255.98475 +Italy,Europe,1982,74.98,56535636,16537.4835 +Italy,Europe,1987,76.42,56729703,19207.23482 +Italy,Europe,1992,77.44,56840847,22013.64486 +Italy,Europe,1997,78.82,57479469,24675.02446 +Italy,Europe,2002,80.24,57926999,27968.09817 +Italy,Europe,2007,80.546,58147733,28569.7197 +Jamaica,Americas,1952,58.53,1426095,2898.530881 +Jamaica,Americas,1957,62.61,1535090,4756.525781 +Jamaica,Americas,1962,65.61,1665128,5246.107524 +Jamaica,Americas,1967,67.51,1861096,6124.703451 +Jamaica,Americas,1972,69.0,1997616,7433.889293 +Jamaica,Americas,1977,70.11,2156814,6650.195573 +Jamaica,Americas,1982,71.21,2298309,6068.05135 +Jamaica,Americas,1987,71.77,2326606,6351.237495 +Jamaica,Americas,1992,71.766,2378618,7404.923685 +Jamaica,Americas,1997,72.262,2531311,7121.924704 +Jamaica,Americas,2002,72.047,2664659,6994.774861 +Jamaica,Americas,2007,72.567,2780132,7320.880262 +Japan,Asia,1952,63.03,86459025,3216.956347 +Japan,Asia,1957,65.5,91563009,4317.694365 +Japan,Asia,1962,68.73,95831757,6576.649461 +Japan,Asia,1967,71.43,100825279,9847.788607 +Japan,Asia,1972,73.42,107188273,14778.78636 +Japan,Asia,1977,75.38,113872473,16610.37701 +Japan,Asia,1982,77.11,118454974,19384.10571 +Japan,Asia,1987,78.67,122091325,22375.94189 +Japan,Asia,1992,79.36,124329269,26824.89511 +Japan,Asia,1997,80.69,125956499,28816.58499 +Japan,Asia,2002,82.0,127065841,28604.5919 +Japan,Asia,2007,82.603,127467972,31656.06806 +Jordan,Asia,1952,43.158,607914,1546.907807 +Jordan,Asia,1957,45.669,746559,1886.080591 +Jordan,Asia,1962,48.126,933559,2348.009158 +Jordan,Asia,1967,51.629,1255058,2741.796252 +Jordan,Asia,1972,56.528,1613551,2110.856309 +Jordan,Asia,1977,61.134,1937652,2852.351568 +Jordan,Asia,1982,63.739,2347031,4161.415959 +Jordan,Asia,1987,65.869,2820042,4448.679912 +Jordan,Asia,1992,68.015,3867409,3431.593647 +Jordan,Asia,1997,69.772,4526235,3645.379572 +Jordan,Asia,2002,71.263,5307470,3844.917194 +Jordan,Asia,2007,72.535,6053193,4519.461171 +Kenya,Africa,1952,42.27,6464046,853.540919 +Kenya,Africa,1957,44.686,7454779,944.4383152 +Kenya,Africa,1962,47.949,8678557,896.9663732 +Kenya,Africa,1967,50.654,10191512,1056.736457 +Kenya,Africa,1972,53.559,12044785,1222.359968 +Kenya,Africa,1977,56.155,14500404,1267.613204 +Kenya,Africa,1982,58.766,17661452,1348.225791 +Kenya,Africa,1987,59.339,21198082,1361.936856 +Kenya,Africa,1992,59.285,25020539,1341.921721 +Kenya,Africa,1997,54.407,28263827,1360.485021 +Kenya,Africa,2002,50.992,31386842,1287.514732 +Kenya,Africa,2007,54.11,35610177,1463.249282 +"Korea, Dem. Rep.",Asia,1952,50.056,8865488,1088.277758 +"Korea, Dem. Rep.",Asia,1957,54.081,9411381,1571.134655 +"Korea, Dem. Rep.",Asia,1962,56.656,10917494,1621.693598 +"Korea, Dem. Rep.",Asia,1967,59.942,12617009,2143.540609 +"Korea, Dem. Rep.",Asia,1972,63.983,14781241,3701.621503 +"Korea, Dem. Rep.",Asia,1977,67.159,16325320,4106.301249 +"Korea, Dem. Rep.",Asia,1982,69.1,17647518,4106.525293 +"Korea, Dem. Rep.",Asia,1987,70.647,19067554,4106.492315 +"Korea, Dem. Rep.",Asia,1992,69.978,20711375,3726.063507 +"Korea, Dem. Rep.",Asia,1997,67.727,21585105,1690.756814 +"Korea, Dem. Rep.",Asia,2002,66.662,22215365,1646.758151 +"Korea, Dem. Rep.",Asia,2007,67.297,23301725,1593.06548 +"Korea, Rep.",Asia,1952,47.453,20947571,1030.592226 +"Korea, Rep.",Asia,1957,52.681,22611552,1487.593537 +"Korea, Rep.",Asia,1962,55.292,26420307,1536.344387 +"Korea, Rep.",Asia,1967,57.716,30131000,2029.228142 +"Korea, Rep.",Asia,1972,62.612,33505000,3030.87665 +"Korea, Rep.",Asia,1977,64.766,36436000,4657.22102 +"Korea, Rep.",Asia,1982,67.123,39326000,5622.942464 +"Korea, Rep.",Asia,1987,69.81,41622000,8533.088805 +"Korea, Rep.",Asia,1992,72.244,43805450,12104.27872 +"Korea, Rep.",Asia,1997,74.647,46173816,15993.52796 +"Korea, Rep.",Asia,2002,77.045,47969150,19233.98818 +"Korea, Rep.",Asia,2007,78.623,49044790,23348.13973 +Kuwait,Asia,1952,55.565,160000,108382.3529 +Kuwait,Asia,1957,58.033,212846,113523.1329 +Kuwait,Asia,1962,60.47,358266,95458.11176 +Kuwait,Asia,1967,64.624,575003,80894.88326 +Kuwait,Asia,1972,67.712,841934,109347.867 +Kuwait,Asia,1977,69.343,1140357,59265.47714 +Kuwait,Asia,1982,71.309,1497494,31354.03573 +Kuwait,Asia,1987,74.174,1891487,28118.42998 +Kuwait,Asia,1992,75.19,1418095,34932.91959 +Kuwait,Asia,1997,76.156,1765345,40300.61996 +Kuwait,Asia,2002,76.904,2111561,35110.10566 +Kuwait,Asia,2007,77.588,2505559,47306.98978 +Lebanon,Asia,1952,55.928,1439529,4834.804067 +Lebanon,Asia,1957,59.489,1647412,6089.786934 +Lebanon,Asia,1962,62.094,1886848,5714.560611 +Lebanon,Asia,1967,63.87,2186894,6006.983042 +Lebanon,Asia,1972,65.421,2680018,7486.384341 +Lebanon,Asia,1977,66.099,3115787,8659.696836 +Lebanon,Asia,1982,66.983,3086876,7640.519521 +Lebanon,Asia,1987,67.926,3089353,5377.091329 +Lebanon,Asia,1992,69.292,3219994,6890.806854 +Lebanon,Asia,1997,70.265,3430388,8754.96385 +Lebanon,Asia,2002,71.028,3677780,9313.93883 +Lebanon,Asia,2007,71.993,3921278,10461.05868 +Lesotho,Africa,1952,42.138,748747,298.8462121 +Lesotho,Africa,1957,45.047,813338,335.9971151 +Lesotho,Africa,1962,47.747,893143,411.8006266 +Lesotho,Africa,1967,48.492,996380,498.6390265 +Lesotho,Africa,1972,49.767,1116779,496.5815922 +Lesotho,Africa,1977,52.208,1251524,745.3695408 +Lesotho,Africa,1982,55.078,1411807,797.2631074 +Lesotho,Africa,1987,57.18,1599200,773.9932141 +Lesotho,Africa,1992,59.685,1803195,977.4862725 +Lesotho,Africa,1997,55.558,1982823,1186.147994 +Lesotho,Africa,2002,44.593,2046772,1275.184575 +Lesotho,Africa,2007,42.592,2012649,1569.331442 +Liberia,Africa,1952,38.48,863308,575.5729961 +Liberia,Africa,1957,39.486,975950,620.9699901 +Liberia,Africa,1962,40.502,1112796,634.1951625 +Liberia,Africa,1967,41.536,1279406,713.6036483 +Liberia,Africa,1972,42.614,1482628,803.0054535 +Liberia,Africa,1977,43.764,1703617,640.3224383 +Liberia,Africa,1982,44.852,1956875,572.1995694 +Liberia,Africa,1987,46.027,2269414,506.1138573 +Liberia,Africa,1992,40.802,1912974,636.6229191 +Liberia,Africa,1997,42.221,2200725,609.1739508 +Liberia,Africa,2002,43.753,2814651,531.4823679 +Liberia,Africa,2007,45.678,3193942,414.5073415 +Libya,Africa,1952,42.723,1019729,2387.54806 +Libya,Africa,1957,45.289,1201578,3448.284395 +Libya,Africa,1962,47.808,1441863,6757.030816 +Libya,Africa,1967,50.227,1759224,18772.75169 +Libya,Africa,1972,52.773,2183877,21011.49721 +Libya,Africa,1977,57.442,2721783,21951.21176 +Libya,Africa,1982,62.155,3344074,17364.27538 +Libya,Africa,1987,66.234,3799845,11770.5898 +Libya,Africa,1992,68.755,4364501,9640.138501 +Libya,Africa,1997,71.555,4759670,9467.446056 +Libya,Africa,2002,72.737,5368585,9534.677467 +Libya,Africa,2007,73.952,6036914,12057.49928 +Madagascar,Africa,1952,36.681,4762912,1443.011715 +Madagascar,Africa,1957,38.865,5181679,1589.20275 +Madagascar,Africa,1962,40.848,5703324,1643.38711 +Madagascar,Africa,1967,42.881,6334556,1634.047282 +Madagascar,Africa,1972,44.851,7082430,1748.562982 +Madagascar,Africa,1977,46.881,8007166,1544.228586 +Madagascar,Africa,1982,48.969,9171477,1302.878658 +Madagascar,Africa,1987,49.35,10568642,1155.441948 +Madagascar,Africa,1992,52.214,12210395,1040.67619 +Madagascar,Africa,1997,54.978,14165114,986.2958956 +Madagascar,Africa,2002,57.286,16473477,894.6370822 +Madagascar,Africa,2007,59.443,19167654,1044.770126 +Malawi,Africa,1952,36.256,2917802,369.1650802 +Malawi,Africa,1957,37.207,3221238,416.3698064 +Malawi,Africa,1962,38.41,3628608,427.9010856 +Malawi,Africa,1967,39.487,4147252,495.5147806 +Malawi,Africa,1972,41.766,4730997,584.6219709 +Malawi,Africa,1977,43.767,5637246,663.2236766 +Malawi,Africa,1982,45.642,6502825,632.8039209 +Malawi,Africa,1987,47.457,7824747,635.5173634 +Malawi,Africa,1992,49.42,10014249,563.2000145 +Malawi,Africa,1997,47.495,10419991,692.2758103 +Malawi,Africa,2002,45.009,11824495,665.4231186 +Malawi,Africa,2007,48.303,13327079,759.3499101 +Malaysia,Asia,1952,48.463,6748378,1831.132894 +Malaysia,Asia,1957,52.102,7739235,1810.066992 +Malaysia,Asia,1962,55.737,8906385,2036.884944 +Malaysia,Asia,1967,59.371,10154878,2277.742396 +Malaysia,Asia,1972,63.01,11441462,2849.09478 +Malaysia,Asia,1977,65.256,12845381,3827.921571 +Malaysia,Asia,1982,68.0,14441916,4920.355951 +Malaysia,Asia,1987,69.5,16331785,5249.802653 +Malaysia,Asia,1992,70.693,18319502,7277.912802 +Malaysia,Asia,1997,71.938,20476091,10132.90964 +Malaysia,Asia,2002,73.044,22662365,10206.97794 +Malaysia,Asia,2007,74.241,24821286,12451.6558 +Mali,Africa,1952,33.685,3838168,452.3369807 +Mali,Africa,1957,35.307,4241884,490.3821867 +Mali,Africa,1962,36.936,4690372,496.1743428 +Mali,Africa,1967,38.487,5212416,545.0098873 +Mali,Africa,1972,39.977,5828158,581.3688761 +Mali,Africa,1977,41.714,6491649,686.3952693 +Mali,Africa,1982,43.916,6998256,618.0140641 +Mali,Africa,1987,46.364,7634008,684.1715576 +Mali,Africa,1992,48.388,8416215,739.014375 +Mali,Africa,1997,49.903,9384984,790.2579846 +Mali,Africa,2002,51.818,10580176,951.4097518 +Mali,Africa,2007,54.467,12031795,1042.581557 +Mauritania,Africa,1952,40.543,1022556,743.1159097 +Mauritania,Africa,1957,42.338,1076852,846.1202613 +Mauritania,Africa,1962,44.248,1146757,1055.896036 +Mauritania,Africa,1967,46.289,1230542,1421.145193 +Mauritania,Africa,1972,48.437,1332786,1586.851781 +Mauritania,Africa,1977,50.852,1456688,1497.492223 +Mauritania,Africa,1982,53.599,1622136,1481.150189 +Mauritania,Africa,1987,56.145,1841240,1421.603576 +Mauritania,Africa,1992,58.333,2119465,1361.369784 +Mauritania,Africa,1997,60.43,2444741,1483.136136 +Mauritania,Africa,2002,62.247,2828858,1579.019543 +Mauritania,Africa,2007,64.164,3270065,1803.151496 +Mauritius,Africa,1952,50.986,516556,1967.955707 +Mauritius,Africa,1957,58.089,609816,2034.037981 +Mauritius,Africa,1962,60.246,701016,2529.067487 +Mauritius,Africa,1967,61.557,789309,2475.387562 +Mauritius,Africa,1972,62.944,851334,2575.484158 +Mauritius,Africa,1977,64.93,913025,3710.982963 +Mauritius,Africa,1982,66.711,992040,3688.037739 +Mauritius,Africa,1987,68.74,1042663,4783.586903 +Mauritius,Africa,1992,69.745,1096202,6058.253846 +Mauritius,Africa,1997,70.736,1149818,7425.705295 +Mauritius,Africa,2002,71.954,1200206,9021.815894 +Mauritius,Africa,2007,72.801,1250882,10956.99112 +Mexico,Americas,1952,50.789,30144317,3478.125529 +Mexico,Americas,1957,55.19,35015548,4131.546641 +Mexico,Americas,1962,58.299,41121485,4581.609385 +Mexico,Americas,1967,60.11,47995559,5754.733883 +Mexico,Americas,1972,62.361,55984294,6809.40669 +Mexico,Americas,1977,65.032,63759976,7674.929108 +Mexico,Americas,1982,67.405,71640904,9611.147541 +Mexico,Americas,1987,69.498,80122492,8688.156003 +Mexico,Americas,1992,71.455,88111030,9472.384295 +Mexico,Americas,1997,73.67,95895146,9767.29753 +Mexico,Americas,2002,74.902,102479927,10742.44053 +Mexico,Americas,2007,76.195,108700891,11977.57496 +Mongolia,Asia,1952,42.244,800663,786.5668575 +Mongolia,Asia,1957,45.248,882134,912.6626085 +Mongolia,Asia,1962,48.251,1010280,1056.353958 +Mongolia,Asia,1967,51.253,1149500,1226.04113 +Mongolia,Asia,1972,53.754,1320500,1421.741975 +Mongolia,Asia,1977,55.491,1528000,1647.511665 +Mongolia,Asia,1982,57.489,1756032,2000.603139 +Mongolia,Asia,1987,60.222,2015133,2338.008304 +Mongolia,Asia,1992,61.271,2312802,1785.402016 +Mongolia,Asia,1997,63.625,2494803,1902.2521 +Mongolia,Asia,2002,65.033,2674234,2140.739323 +Mongolia,Asia,2007,66.803,2874127,3095.772271 +Montenegro,Europe,1952,59.164,413834,2647.585601 +Montenegro,Europe,1957,61.448,442829,3682.259903 +Montenegro,Europe,1962,63.728,474528,4649.593785 +Montenegro,Europe,1967,67.178,501035,5907.850937 +Montenegro,Europe,1972,70.636,527678,7778.414017 +Montenegro,Europe,1977,73.066,560073,9595.929905 +Montenegro,Europe,1982,74.101,562548,11222.58762 +Montenegro,Europe,1987,74.865,569473,11732.51017 +Montenegro,Europe,1992,75.435,621621,7003.339037 +Montenegro,Europe,1997,75.445,692651,6465.613349 +Montenegro,Europe,2002,73.981,720230,6557.194282 +Montenegro,Europe,2007,74.543,684736,9253.896111 +Morocco,Africa,1952,42.873,9939217,1688.20357 +Morocco,Africa,1957,45.423,11406350,1642.002314 +Morocco,Africa,1962,47.924,13056604,1566.353493 +Morocco,Africa,1967,50.335,14770296,1711.04477 +Morocco,Africa,1972,52.862,16660670,1930.194975 +Morocco,Africa,1977,55.73,18396941,2370.619976 +Morocco,Africa,1982,59.65,20198730,2702.620356 +Morocco,Africa,1987,62.677,22987397,2755.046991 +Morocco,Africa,1992,65.393,25798239,2948.047252 +Morocco,Africa,1997,67.66,28529501,2982.101858 +Morocco,Africa,2002,69.615,31167783,3258.495584 +Morocco,Africa,2007,71.164,33757175,3820.17523 +Mozambique,Africa,1952,31.286,6446316,468.5260381 +Mozambique,Africa,1957,33.779,7038035,495.5868333 +Mozambique,Africa,1962,36.161,7788944,556.6863539 +Mozambique,Africa,1967,38.113,8680909,566.6691539 +Mozambique,Africa,1972,40.328,9809596,724.9178037 +Mozambique,Africa,1977,42.495,11127868,502.3197334 +Mozambique,Africa,1982,42.795,12587223,462.2114149 +Mozambique,Africa,1987,42.861,12891952,389.8761846 +Mozambique,Africa,1992,44.284,13160731,410.8968239 +Mozambique,Africa,1997,46.344,16603334,472.3460771 +Mozambique,Africa,2002,44.026,18473780,633.6179466 +Mozambique,Africa,2007,42.082,19951656,823.6856205 +Myanmar,Asia,1952,36.319,20092996,331.0 +Myanmar,Asia,1957,41.905,21731844,350.0 +Myanmar,Asia,1962,45.108,23634436,388.0 +Myanmar,Asia,1967,49.379,25870271,349.0 +Myanmar,Asia,1972,53.07,28466390,357.0 +Myanmar,Asia,1977,56.059,31528087,371.0 +Myanmar,Asia,1982,58.056,34680442,424.0 +Myanmar,Asia,1987,58.339,38028578,385.0 +Myanmar,Asia,1992,59.32,40546538,347.0 +Myanmar,Asia,1997,60.328,43247867,415.0 +Myanmar,Asia,2002,59.908,45598081,611.0 +Myanmar,Asia,2007,62.069,47761980,944.0 +Namibia,Africa,1952,41.725,485831,2423.780443 +Namibia,Africa,1957,45.226,548080,2621.448058 +Namibia,Africa,1962,48.386,621392,3173.215595 +Namibia,Africa,1967,51.159,706640,3793.694753 +Namibia,Africa,1972,53.867,821782,3746.080948 +Namibia,Africa,1977,56.437,977026,3876.485958 +Namibia,Africa,1982,58.968,1099010,4191.100511 +Namibia,Africa,1987,60.835,1278184,3693.731337 +Namibia,Africa,1992,61.999,1554253,3804.537999 +Namibia,Africa,1997,58.909,1774766,3899.52426 +Namibia,Africa,2002,51.479,1972153,4072.324751 +Namibia,Africa,2007,52.906,2055080,4811.060429 +Nepal,Asia,1952,36.157,9182536,545.8657229 +Nepal,Asia,1957,37.686,9682338,597.9363558 +Nepal,Asia,1962,39.393,10332057,652.3968593 +Nepal,Asia,1967,41.472,11261690,676.4422254 +Nepal,Asia,1972,43.971,12412593,674.7881296 +Nepal,Asia,1977,46.748,13933198,694.1124398 +Nepal,Asia,1982,49.594,15796314,718.3730947 +Nepal,Asia,1987,52.537,17917180,775.6324501 +Nepal,Asia,1992,55.727,20326209,897.7403604 +Nepal,Asia,1997,59.426,23001113,1010.892138 +Nepal,Asia,2002,61.34,25873917,1057.206311 +Nepal,Asia,2007,63.785,28901790,1091.359778 +Netherlands,Europe,1952,72.13,10381988,8941.571858 +Netherlands,Europe,1957,72.99,11026383,11276.19344 +Netherlands,Europe,1962,73.23,11805689,12790.84956 +Netherlands,Europe,1967,73.82,12596822,15363.25136 +Netherlands,Europe,1972,73.75,13329874,18794.74567 +Netherlands,Europe,1977,75.24,13852989,21209.0592 +Netherlands,Europe,1982,76.05,14310401,21399.46046 +Netherlands,Europe,1987,76.83,14665278,23651.32361 +Netherlands,Europe,1992,77.42,15174244,26790.94961 +Netherlands,Europe,1997,78.03,15604464,30246.13063 +Netherlands,Europe,2002,78.53,16122830,33724.75778 +Netherlands,Europe,2007,79.762,16570613,36797.93332 +New Zealand,Oceania,1952,69.39,1994794,10556.57566 +New Zealand,Oceania,1957,70.26,2229407,12247.39532 +New Zealand,Oceania,1962,71.24,2488550,13175.678 +New Zealand,Oceania,1967,71.52,2728150,14463.91893 +New Zealand,Oceania,1972,71.89,2929100,16046.03728 +New Zealand,Oceania,1977,72.22,3164900,16233.7177 +New Zealand,Oceania,1982,73.84,3210650,17632.4104 +New Zealand,Oceania,1987,74.32,3317166,19007.19129 +New Zealand,Oceania,1992,76.33,3437674,18363.32494 +New Zealand,Oceania,1997,77.55,3676187,21050.41377 +New Zealand,Oceania,2002,79.11,3908037,23189.80135 +New Zealand,Oceania,2007,80.204,4115771,25185.00911 +Nicaragua,Americas,1952,42.314,1165790,3112.363948 +Nicaragua,Americas,1957,45.432,1358828,3457.415947 +Nicaragua,Americas,1962,48.632,1590597,3634.364406 +Nicaragua,Americas,1967,51.884,1865490,4643.393534 +Nicaragua,Americas,1972,55.151,2182908,4688.593267 +Nicaragua,Americas,1977,57.47,2554598,5486.371089 +Nicaragua,Americas,1982,59.298,2979423,3470.338156 +Nicaragua,Americas,1987,62.008,3344353,2955.984375 +Nicaragua,Americas,1992,65.843,4017939,2170.151724 +Nicaragua,Americas,1997,68.426,4609572,2253.023004 +Nicaragua,Americas,2002,70.836,5146848,2474.548819 +Nicaragua,Americas,2007,72.899,5675356,2749.320965 +Niger,Africa,1952,37.444,3379468,761.879376 +Niger,Africa,1957,38.598,3692184,835.5234025 +Niger,Africa,1962,39.487,4076008,997.7661127 +Niger,Africa,1967,40.118,4534062,1054.384891 +Niger,Africa,1972,40.546,5060262,954.2092363 +Niger,Africa,1977,41.291,5682086,808.8970728 +Niger,Africa,1982,42.598,6437188,909.7221354 +Niger,Africa,1987,44.555,7332638,668.3000228 +Niger,Africa,1992,47.391,8392818,581.182725 +Niger,Africa,1997,51.313,9666252,580.3052092 +Niger,Africa,2002,54.496,11140655,601.0745012 +Niger,Africa,2007,56.867,12894865,619.6768924 +Nigeria,Africa,1952,36.324,33119096,1077.281856 +Nigeria,Africa,1957,37.802,37173340,1100.592563 +Nigeria,Africa,1962,39.36,41871351,1150.927478 +Nigeria,Africa,1967,41.04,47287752,1014.514104 +Nigeria,Africa,1972,42.821,53740085,1698.388838 +Nigeria,Africa,1977,44.514,62209173,1981.951806 +Nigeria,Africa,1982,45.826,73039376,1576.97375 +Nigeria,Africa,1987,46.886,81551520,1385.029563 +Nigeria,Africa,1992,47.472,93364244,1619.848217 +Nigeria,Africa,1997,47.464,106207839,1624.941275 +Nigeria,Africa,2002,46.608,119901274,1615.286395 +Nigeria,Africa,2007,46.859,135031164,2013.977305 +Norway,Europe,1952,72.67,3327728,10095.42172 +Norway,Europe,1957,73.44,3491938,11653.97304 +Norway,Europe,1962,73.47,3638919,13450.40151 +Norway,Europe,1967,74.08,3786019,16361.87647 +Norway,Europe,1972,74.34,3933004,18965.05551 +Norway,Europe,1977,75.37,4043205,23311.34939 +Norway,Europe,1982,75.97,4114787,26298.63531 +Norway,Europe,1987,75.89,4186147,31540.9748 +Norway,Europe,1992,77.32,4286357,33965.66115 +Norway,Europe,1997,78.32,4405672,41283.16433 +Norway,Europe,2002,79.05,4535591,44683.97525 +Norway,Europe,2007,80.196,4627926,49357.19017 +Oman,Asia,1952,37.578,507833,1828.230307 +Oman,Asia,1957,40.08,561977,2242.746551 +Oman,Asia,1962,43.165,628164,2924.638113 +Oman,Asia,1967,46.988,714775,4720.942687 +Oman,Asia,1972,52.143,829050,10618.03855 +Oman,Asia,1977,57.367,1004533,11848.34392 +Oman,Asia,1982,62.728,1301048,12954.79101 +Oman,Asia,1987,67.734,1593882,18115.22313 +Oman,Asia,1992,71.197,1915208,18616.70691 +Oman,Asia,1997,72.499,2283635,19702.05581 +Oman,Asia,2002,74.193,2713462,19774.83687 +Oman,Asia,2007,75.64,3204897,22316.19287 +Pakistan,Asia,1952,43.436,41346560,684.5971438 +Pakistan,Asia,1957,45.557,46679944,747.0835292 +Pakistan,Asia,1962,47.67,53100671,803.3427418 +Pakistan,Asia,1967,49.8,60641899,942.4082588 +Pakistan,Asia,1972,51.929,69325921,1049.938981 +Pakistan,Asia,1977,54.043,78152686,1175.921193 +Pakistan,Asia,1982,56.158,91462088,1443.429832 +Pakistan,Asia,1987,58.245,105186881,1704.686583 +Pakistan,Asia,1992,60.838,120065004,1971.829464 +Pakistan,Asia,1997,61.818,135564834,2049.350521 +Pakistan,Asia,2002,63.61,153403524,2092.712441 +Pakistan,Asia,2007,65.483,169270617,2605.94758 +Panama,Americas,1952,55.191,940080,2480.380334 +Panama,Americas,1957,59.201,1063506,2961.800905 +Panama,Americas,1962,61.817,1215725,3536.540301 +Panama,Americas,1967,64.071,1405486,4421.009084 +Panama,Americas,1972,66.216,1616384,5364.249663 +Panama,Americas,1977,68.681,1839782,5351.912144 +Panama,Americas,1982,70.472,2036305,7009.601598 +Panama,Americas,1987,71.523,2253639,7034.779161 +Panama,Americas,1992,72.462,2484997,6618.74305 +Panama,Americas,1997,73.738,2734531,7113.692252 +Panama,Americas,2002,74.712,2990875,7356.031934 +Panama,Americas,2007,75.537,3242173,9809.185636 +Paraguay,Americas,1952,62.649,1555876,1952.308701 +Paraguay,Americas,1957,63.196,1770902,2046.154706 +Paraguay,Americas,1962,64.361,2009813,2148.027146 +Paraguay,Americas,1967,64.951,2287985,2299.376311 +Paraguay,Americas,1972,65.815,2614104,2523.337977 +Paraguay,Americas,1977,66.353,2984494,3248.373311 +Paraguay,Americas,1982,66.874,3366439,4258.503604 +Paraguay,Americas,1987,67.378,3886512,3998.875695 +Paraguay,Americas,1992,68.225,4483945,4196.411078 +Paraguay,Americas,1997,69.4,5154123,4247.400261 +Paraguay,Americas,2002,70.755,5884491,3783.674243 +Paraguay,Americas,2007,71.752,6667147,4172.838464 +Peru,Americas,1952,43.902,8025700,3758.523437 +Peru,Americas,1957,46.263,9146100,4245.256698 +Peru,Americas,1962,49.096,10516500,4957.037982 +Peru,Americas,1967,51.445,12132200,5788.09333 +Peru,Americas,1972,55.448,13954700,5937.827283 +Peru,Americas,1977,58.447,15990099,6281.290855 +Peru,Americas,1982,61.406,18125129,6434.501797 +Peru,Americas,1987,64.134,20195924,6360.943444 +Peru,Americas,1992,66.458,22430449,4446.380924 +Peru,Americas,1997,68.386,24748122,5838.347657 +Peru,Americas,2002,69.906,26769436,5909.020073 +Peru,Americas,2007,71.421,28674757,7408.905561 +Philippines,Asia,1952,47.752,22438691,1272.880995 +Philippines,Asia,1957,51.334,26072194,1547.944844 +Philippines,Asia,1962,54.757,30325264,1649.552153 +Philippines,Asia,1967,56.393,35356600,1814.12743 +Philippines,Asia,1972,58.065,40850141,1989.37407 +Philippines,Asia,1977,60.06,46850962,2373.204287 +Philippines,Asia,1982,62.082,53456774,2603.273765 +Philippines,Asia,1987,64.151,60017788,2189.634995 +Philippines,Asia,1992,66.458,67185766,2279.324017 +Philippines,Asia,1997,68.564,75012988,2536.534925 +Philippines,Asia,2002,70.303,82995088,2650.921068 +Philippines,Asia,2007,71.688,91077287,3190.481016 +Poland,Europe,1952,61.31,25730551,4029.329699 +Poland,Europe,1957,65.77,28235346,4734.253019 +Poland,Europe,1962,67.64,30329617,5338.752143 +Poland,Europe,1967,69.61,31785378,6557.152776 +Poland,Europe,1972,70.85,33039545,8006.506993 +Poland,Europe,1977,70.67,34621254,9508.141454 +Poland,Europe,1982,71.32,36227381,8451.531004 +Poland,Europe,1987,70.98,37740710,9082.351172 +Poland,Europe,1992,70.99,38370697,7738.881247 +Poland,Europe,1997,72.75,38654957,10159.58368 +Poland,Europe,2002,74.67,38625976,12002.23908 +Poland,Europe,2007,75.563,38518241,15389.92468 +Portugal,Europe,1952,59.82,8526050,3068.319867 +Portugal,Europe,1957,61.51,8817650,3774.571743 +Portugal,Europe,1962,64.39,9019800,4727.954889 +Portugal,Europe,1967,66.6,9103000,6361.517993 +Portugal,Europe,1972,69.26,8970450,9022.247417 +Portugal,Europe,1977,70.41,9662600,10172.48572 +Portugal,Europe,1982,72.77,9859650,11753.84291 +Portugal,Europe,1987,74.06,9915289,13039.30876 +Portugal,Europe,1992,74.86,9927680,16207.26663 +Portugal,Europe,1997,75.97,10156415,17641.03156 +Portugal,Europe,2002,77.29,10433867,19970.90787 +Portugal,Europe,2007,78.098,10642836,20509.64777 +Puerto Rico,Americas,1952,64.28,2227000,3081.959785 +Puerto Rico,Americas,1957,68.54,2260000,3907.156189 +Puerto Rico,Americas,1962,69.62,2448046,5108.34463 +Puerto Rico,Americas,1967,71.1,2648961,6929.277714 +Puerto Rico,Americas,1972,72.16,2847132,9123.041742 +Puerto Rico,Americas,1977,73.44,3080828,9770.524921 +Puerto Rico,Americas,1982,73.75,3279001,10330.98915 +Puerto Rico,Americas,1987,74.63,3444468,12281.34191 +Puerto Rico,Americas,1992,73.911,3585176,14641.58711 +Puerto Rico,Americas,1997,74.917,3759430,16999.4333 +Puerto Rico,Americas,2002,77.778,3859606,18855.60618 +Puerto Rico,Americas,2007,78.746,3942491,19328.70901 +Reunion,Africa,1952,52.724,257700,2718.885295 +Reunion,Africa,1957,55.09,308700,2769.451844 +Reunion,Africa,1962,57.666,358900,3173.72334 +Reunion,Africa,1967,60.542,414024,4021.175739 +Reunion,Africa,1972,64.274,461633,5047.658563 +Reunion,Africa,1977,67.064,492095,4319.804067 +Reunion,Africa,1982,69.885,517810,5267.219353 +Reunion,Africa,1987,71.913,562035,5303.377488 +Reunion,Africa,1992,73.615,622191,6101.255823 +Reunion,Africa,1997,74.772,684810,6071.941411 +Reunion,Africa,2002,75.744,743981,6316.1652 +Reunion,Africa,2007,76.442,798094,7670.122558 +Romania,Europe,1952,61.05,16630000,3144.613186 +Romania,Europe,1957,64.1,17829327,3943.370225 +Romania,Europe,1962,66.8,18680721,4734.997586 +Romania,Europe,1967,66.8,19284814,6470.866545 +Romania,Europe,1972,69.21,20662648,8011.414402 +Romania,Europe,1977,69.46,21658597,9356.39724 +Romania,Europe,1982,69.66,22356726,9605.314053 +Romania,Europe,1987,69.53,22686371,9696.273295 +Romania,Europe,1992,69.36,22797027,6598.409903 +Romania,Europe,1997,69.72,22562458,7346.547557 +Romania,Europe,2002,71.322,22404337,7885.360081 +Romania,Europe,2007,72.476,22276056,10808.47561 +Rwanda,Africa,1952,40.0,2534927,493.3238752 +Rwanda,Africa,1957,41.5,2822082,540.2893983 +Rwanda,Africa,1962,43.0,3051242,597.4730727 +Rwanda,Africa,1967,44.1,3451079,510.9637142 +Rwanda,Africa,1972,44.6,3992121,590.5806638 +Rwanda,Africa,1977,45.0,4657072,670.0806011 +Rwanda,Africa,1982,46.218,5507565,881.5706467 +Rwanda,Africa,1987,44.02,6349365,847.991217 +Rwanda,Africa,1992,23.599,7290203,737.0685949 +Rwanda,Africa,1997,36.087,7212583,589.9445051 +Rwanda,Africa,2002,43.413,7852401,785.6537648 +Rwanda,Africa,2007,46.242,8860588,863.0884639 +Sao Tome and Principe,Africa,1952,46.471,60011,879.5835855 +Sao Tome and Principe,Africa,1957,48.945,61325,860.7369026 +Sao Tome and Principe,Africa,1962,51.893,65345,1071.551119 +Sao Tome and Principe,Africa,1967,54.425,70787,1384.840593 +Sao Tome and Principe,Africa,1972,56.48,76595,1532.985254 +Sao Tome and Principe,Africa,1977,58.55,86796,1737.561657 +Sao Tome and Principe,Africa,1982,60.351,98593,1890.218117 +Sao Tome and Principe,Africa,1987,61.728,110812,1516.525457 +Sao Tome and Principe,Africa,1992,62.742,125911,1428.777814 +Sao Tome and Principe,Africa,1997,63.306,145608,1339.076036 +Sao Tome and Principe,Africa,2002,64.337,170372,1353.09239 +Sao Tome and Principe,Africa,2007,65.528,199579,1598.435089 +Saudi Arabia,Asia,1952,39.875,4005677,6459.554823 +Saudi Arabia,Asia,1957,42.868,4419650,8157.591248 +Saudi Arabia,Asia,1962,45.914,4943029,11626.41975 +Saudi Arabia,Asia,1967,49.901,5618198,16903.04886 +Saudi Arabia,Asia,1972,53.886,6472756,24837.42865 +Saudi Arabia,Asia,1977,58.69,8128505,34167.7626 +Saudi Arabia,Asia,1982,63.012,11254672,33693.17525 +Saudi Arabia,Asia,1987,66.295,14619745,21198.26136 +Saudi Arabia,Asia,1992,68.768,16945857,24841.61777 +Saudi Arabia,Asia,1997,70.533,21229759,20586.69019 +Saudi Arabia,Asia,2002,71.626,24501530,19014.54118 +Saudi Arabia,Asia,2007,72.777,27601038,21654.83194 +Senegal,Africa,1952,37.278,2755589,1450.356983 +Senegal,Africa,1957,39.329,3054547,1567.653006 +Senegal,Africa,1962,41.454,3430243,1654.988723 +Senegal,Africa,1967,43.563,3965841,1612.404632 +Senegal,Africa,1972,45.815,4588696,1597.712056 +Senegal,Africa,1977,48.879,5260855,1561.769116 +Senegal,Africa,1982,52.379,6147783,1518.479984 +Senegal,Africa,1987,55.769,7171347,1441.72072 +Senegal,Africa,1992,58.196,8307920,1367.899369 +Senegal,Africa,1997,60.187,9535314,1392.368347 +Senegal,Africa,2002,61.6,10870037,1519.635262 +Senegal,Africa,2007,63.062,12267493,1712.472136 +Serbia,Europe,1952,57.996,6860147,3581.459448 +Serbia,Europe,1957,61.685,7271135,4981.090891 +Serbia,Europe,1962,64.531,7616060,6289.629157 +Serbia,Europe,1967,66.914,7971222,7991.707066 +Serbia,Europe,1972,68.7,8313288,10522.06749 +Serbia,Europe,1977,70.3,8686367,12980.66956 +Serbia,Europe,1982,70.162,9032824,15181.0927 +Serbia,Europe,1987,71.218,9230783,15870.87851 +Serbia,Europe,1992,71.659,9826397,9325.068238 +Serbia,Europe,1997,72.232,10336594,7914.320304 +Serbia,Europe,2002,73.213,10111559,7236.075251 +Serbia,Europe,2007,74.002,10150265,9786.534714 +Sierra Leone,Africa,1952,30.331,2143249,879.7877358 +Sierra Leone,Africa,1957,31.57,2295678,1004.484437 +Sierra Leone,Africa,1962,32.767,2467895,1116.639877 +Sierra Leone,Africa,1967,34.113,2662190,1206.043465 +Sierra Leone,Africa,1972,35.4,2879013,1353.759762 +Sierra Leone,Africa,1977,36.788,3140897,1348.285159 +Sierra Leone,Africa,1982,38.445,3464522,1465.010784 +Sierra Leone,Africa,1987,40.006,3868905,1294.447788 +Sierra Leone,Africa,1992,38.333,4260884,1068.696278 +Sierra Leone,Africa,1997,39.897,4578212,574.6481576 +Sierra Leone,Africa,2002,41.012,5359092,699.489713 +Sierra Leone,Africa,2007,42.568,6144562,862.5407561 +Singapore,Asia,1952,60.396,1127000,2315.138227 +Singapore,Asia,1957,63.179,1445929,2843.104409 +Singapore,Asia,1962,65.798,1750200,3674.735572 +Singapore,Asia,1967,67.946,1977600,4977.41854 +Singapore,Asia,1972,69.521,2152400,8597.756202 +Singapore,Asia,1977,70.795,2325300,11210.08948 +Singapore,Asia,1982,71.76,2651869,15169.16112 +Singapore,Asia,1987,73.56,2794552,18861.53081 +Singapore,Asia,1992,75.788,3235865,24769.8912 +Singapore,Asia,1997,77.158,3802309,33519.4766 +Singapore,Asia,2002,78.77,4197776,36023.1054 +Singapore,Asia,2007,79.972,4553009,47143.17964 +Slovak Republic,Europe,1952,64.36,3558137,5074.659104 +Slovak Republic,Europe,1957,67.45,3844277,6093.26298 +Slovak Republic,Europe,1962,70.33,4237384,7481.107598 +Slovak Republic,Europe,1967,70.98,4442238,8412.902397 +Slovak Republic,Europe,1972,70.35,4593433,9674.167626 +Slovak Republic,Europe,1977,70.45,4827803,10922.66404 +Slovak Republic,Europe,1982,70.8,5048043,11348.54585 +Slovak Republic,Europe,1987,71.08,5199318,12037.26758 +Slovak Republic,Europe,1992,71.38,5302888,9498.467723 +Slovak Republic,Europe,1997,72.71,5383010,12126.23065 +Slovak Republic,Europe,2002,73.8,5410052,13638.77837 +Slovak Republic,Europe,2007,74.663,5447502,18678.31435 +Slovenia,Europe,1952,65.57,1489518,4215.041741 +Slovenia,Europe,1957,67.85,1533070,5862.276629 +Slovenia,Europe,1962,69.15,1582962,7402.303395 +Slovenia,Europe,1967,69.18,1646912,9405.489397 +Slovenia,Europe,1972,69.82,1694510,12383.4862 +Slovenia,Europe,1977,70.97,1746919,15277.03017 +Slovenia,Europe,1982,71.063,1861252,17866.72175 +Slovenia,Europe,1987,72.25,1945870,18678.53492 +Slovenia,Europe,1992,73.64,1999210,14214.71681 +Slovenia,Europe,1997,75.13,2011612,17161.10735 +Slovenia,Europe,2002,76.66,2011497,20660.01936 +Slovenia,Europe,2007,77.926,2009245,25768.25759 +Somalia,Africa,1952,32.978,2526994,1135.749842 +Somalia,Africa,1957,34.977,2780415,1258.147413 +Somalia,Africa,1962,36.981,3080153,1369.488336 +Somalia,Africa,1967,38.977,3428839,1284.73318 +Somalia,Africa,1972,40.973,3840161,1254.576127 +Somalia,Africa,1977,41.974,4353666,1450.992513 +Somalia,Africa,1982,42.955,5828892,1176.807031 +Somalia,Africa,1987,44.501,6921858,1093.244963 +Somalia,Africa,1992,39.658,6099799,926.9602964 +Somalia,Africa,1997,43.795,6633514,930.5964284 +Somalia,Africa,2002,45.936,7753310,882.0818218 +Somalia,Africa,2007,48.159,9118773,926.1410683 +South Africa,Africa,1952,45.009,14264935,4725.295531 +South Africa,Africa,1957,47.985,16151549,5487.104219 +South Africa,Africa,1962,49.951,18356657,5768.729717 +South Africa,Africa,1967,51.927,20997321,7114.477971 +South Africa,Africa,1972,53.696,23935810,7765.962636 +South Africa,Africa,1977,55.527,27129932,8028.651439 +South Africa,Africa,1982,58.161,31140029,8568.266228 +South Africa,Africa,1987,60.834,35933379,7825.823398 +South Africa,Africa,1992,61.888,39964159,7225.069258 +South Africa,Africa,1997,60.236,42835005,7479.188244 +South Africa,Africa,2002,53.365,44433622,7710.946444 +South Africa,Africa,2007,49.339,43997828,9269.657808 +Spain,Europe,1952,64.94,28549870,3834.034742 +Spain,Europe,1957,66.66,29841614,4564.80241 +Spain,Europe,1962,69.69,31158061,5693.843879 +Spain,Europe,1967,71.44,32850275,7993.512294 +Spain,Europe,1972,73.06,34513161,10638.75131 +Spain,Europe,1977,74.39,36439000,13236.92117 +Spain,Europe,1982,76.3,37983310,13926.16997 +Spain,Europe,1987,76.9,38880702,15764.98313 +Spain,Europe,1992,77.57,39549438,18603.06452 +Spain,Europe,1997,78.77,39855442,20445.29896 +Spain,Europe,2002,79.78,40152517,24835.47166 +Spain,Europe,2007,80.941,40448191,28821.0637 +Sri Lanka,Asia,1952,57.593,7982342,1083.53203 +Sri Lanka,Asia,1957,61.456,9128546,1072.546602 +Sri Lanka,Asia,1962,62.192,10421936,1074.47196 +Sri Lanka,Asia,1967,64.266,11737396,1135.514326 +Sri Lanka,Asia,1972,65.042,13016733,1213.39553 +Sri Lanka,Asia,1977,65.949,14116836,1348.775651 +Sri Lanka,Asia,1982,68.757,15410151,1648.079789 +Sri Lanka,Asia,1987,69.011,16495304,1876.766827 +Sri Lanka,Asia,1992,70.379,17587060,2153.739222 +Sri Lanka,Asia,1997,70.457,18698655,2664.477257 +Sri Lanka,Asia,2002,70.815,19576783,3015.378833 +Sri Lanka,Asia,2007,72.396,20378239,3970.095407 +Sudan,Africa,1952,38.635,8504667,1615.991129 +Sudan,Africa,1957,39.624,9753392,1770.337074 +Sudan,Africa,1962,40.87,11183227,1959.593767 +Sudan,Africa,1967,42.858,12716129,1687.997641 +Sudan,Africa,1972,45.083,14597019,1659.652775 +Sudan,Africa,1977,47.8,17104986,2202.988423 +Sudan,Africa,1982,50.338,20367053,1895.544073 +Sudan,Africa,1987,51.744,24725960,1507.819159 +Sudan,Africa,1992,53.556,28227588,1492.197043 +Sudan,Africa,1997,55.373,32160729,1632.210764 +Sudan,Africa,2002,56.369,37090298,1993.398314 +Sudan,Africa,2007,58.556,42292929,2602.394995 +Swaziland,Africa,1952,41.407,290243,1148.376626 +Swaziland,Africa,1957,43.424,326741,1244.708364 +Swaziland,Africa,1962,44.992,370006,1856.182125 +Swaziland,Africa,1967,46.633,420690,2613.101665 +Swaziland,Africa,1972,49.552,480105,3364.836625 +Swaziland,Africa,1977,52.537,551425,3781.410618 +Swaziland,Africa,1982,55.561,649901,3895.384018 +Swaziland,Africa,1987,57.678,779348,3984.839812 +Swaziland,Africa,1992,58.474,962344,3553.0224 +Swaziland,Africa,1997,54.289,1054486,3876.76846 +Swaziland,Africa,2002,43.869,1130269,4128.116943 +Swaziland,Africa,2007,39.613,1133066,4513.480643 +Sweden,Europe,1952,71.86,7124673,8527.844662 +Sweden,Europe,1957,72.49,7363802,9911.878226 +Sweden,Europe,1962,73.37,7561588,12329.44192 +Sweden,Europe,1967,74.16,7867931,15258.29697 +Sweden,Europe,1972,74.72,8122293,17832.02464 +Sweden,Europe,1977,75.44,8251648,18855.72521 +Sweden,Europe,1982,76.42,8325260,20667.38125 +Sweden,Europe,1987,77.19,8421403,23586.92927 +Sweden,Europe,1992,78.16,8718867,23880.01683 +Sweden,Europe,1997,79.39,8897619,25266.59499 +Sweden,Europe,2002,80.04,8954175,29341.63093 +Sweden,Europe,2007,80.884,9031088,33859.74835 +Switzerland,Europe,1952,69.62,4815000,14734.23275 +Switzerland,Europe,1957,70.56,5126000,17909.48973 +Switzerland,Europe,1962,71.32,5666000,20431.0927 +Switzerland,Europe,1967,72.77,6063000,22966.14432 +Switzerland,Europe,1972,73.78,6401400,27195.11304 +Switzerland,Europe,1977,75.39,6316424,26982.29052 +Switzerland,Europe,1982,76.21,6468126,28397.71512 +Switzerland,Europe,1987,77.41,6649942,30281.70459 +Switzerland,Europe,1992,78.03,6995447,31871.5303 +Switzerland,Europe,1997,79.37,7193761,32135.32301 +Switzerland,Europe,2002,80.62,7361757,34480.95771 +Switzerland,Europe,2007,81.701,7554661,37506.41907 +Syria,Asia,1952,45.883,3661549,1643.485354 +Syria,Asia,1957,48.284,4149908,2117.234893 +Syria,Asia,1962,50.305,4834621,2193.037133 +Syria,Asia,1967,53.655,5680812,1881.923632 +Syria,Asia,1972,57.296,6701172,2571.423014 +Syria,Asia,1977,61.195,7932503,3195.484582 +Syria,Asia,1982,64.59,9410494,3761.837715 +Syria,Asia,1987,66.974,11242847,3116.774285 +Syria,Asia,1992,69.249,13219062,3340.542768 +Syria,Asia,1997,71.527,15081016,4014.238972 +Syria,Asia,2002,73.053,17155814,4090.925331 +Syria,Asia,2007,74.143,19314747,4184.548089 +Taiwan,Asia,1952,58.5,8550362,1206.947913 +Taiwan,Asia,1957,62.4,10164215,1507.86129 +Taiwan,Asia,1962,65.2,11918938,1822.879028 +Taiwan,Asia,1967,67.5,13648692,2643.858681 +Taiwan,Asia,1972,69.39,15226039,4062.523897 +Taiwan,Asia,1977,70.59,16785196,5596.519826 +Taiwan,Asia,1982,72.16,18501390,7426.354774 +Taiwan,Asia,1987,73.4,19757799,11054.56175 +Taiwan,Asia,1992,74.26,20686918,15215.6579 +Taiwan,Asia,1997,75.25,21628605,20206.82098 +Taiwan,Asia,2002,76.99,22454239,23235.42329 +Taiwan,Asia,2007,78.4,23174294,28718.27684 +Tanzania,Africa,1952,41.215,8322925,716.6500721 +Tanzania,Africa,1957,42.974,9452826,698.5356073 +Tanzania,Africa,1962,44.246,10863958,722.0038073 +Tanzania,Africa,1967,45.757,12607312,848.2186575 +Tanzania,Africa,1972,47.62,14706593,915.9850592 +Tanzania,Africa,1977,49.919,17129565,962.4922932 +Tanzania,Africa,1982,50.608,19844382,874.2426069 +Tanzania,Africa,1987,51.535,23040630,831.8220794 +Tanzania,Africa,1992,50.44,26605473,825.682454 +Tanzania,Africa,1997,48.466,30686889,789.1862231 +Tanzania,Africa,2002,49.651,34593779,899.0742111 +Tanzania,Africa,2007,52.517,38139640,1107.482182 +Thailand,Asia,1952,50.848,21289402,757.7974177 +Thailand,Asia,1957,53.63,25041917,793.5774148 +Thailand,Asia,1962,56.061,29263397,1002.199172 +Thailand,Asia,1967,58.285,34024249,1295.46066 +Thailand,Asia,1972,60.405,39276153,1524.358936 +Thailand,Asia,1977,62.494,44148285,1961.224635 +Thailand,Asia,1982,64.597,48827160,2393.219781 +Thailand,Asia,1987,66.084,52910342,2982.653773 +Thailand,Asia,1992,67.298,56667095,4616.896545 +Thailand,Asia,1997,67.521,60216677,5852.625497 +Thailand,Asia,2002,68.564,62806748,5913.187529 +Thailand,Asia,2007,70.616,65068149,7458.396327 +Togo,Africa,1952,38.596,1219113,859.8086567 +Togo,Africa,1957,41.208,1357445,925.9083202 +Togo,Africa,1962,43.922,1528098,1067.53481 +Togo,Africa,1967,46.769,1735550,1477.59676 +Togo,Africa,1972,49.759,2056351,1649.660188 +Togo,Africa,1977,52.887,2308582,1532.776998 +Togo,Africa,1982,55.471,2644765,1344.577953 +Togo,Africa,1987,56.941,3154264,1202.201361 +Togo,Africa,1992,58.061,3747553,1034.298904 +Togo,Africa,1997,58.39,4320890,982.2869243 +Togo,Africa,2002,57.561,4977378,886.2205765 +Togo,Africa,2007,58.42,5701579,882.9699438 +Trinidad and Tobago,Americas,1952,59.1,662850,3023.271928 +Trinidad and Tobago,Americas,1957,61.8,764900,4100.3934 +Trinidad and Tobago,Americas,1962,64.9,887498,4997.523971 +Trinidad and Tobago,Americas,1967,65.4,960155,5621.368472 +Trinidad and Tobago,Americas,1972,65.9,975199,6619.551419 +Trinidad and Tobago,Americas,1977,68.3,1039009,7899.554209 +Trinidad and Tobago,Americas,1982,68.832,1116479,9119.528607 +Trinidad and Tobago,Americas,1987,69.582,1191336,7388.597823 +Trinidad and Tobago,Americas,1992,69.862,1183669,7370.990932 +Trinidad and Tobago,Americas,1997,69.465,1138101,8792.573126 +Trinidad and Tobago,Americas,2002,68.976,1101832,11460.60023 +Trinidad and Tobago,Americas,2007,69.819,1056608,18008.50924 +Tunisia,Africa,1952,44.6,3647735,1468.475631 +Tunisia,Africa,1957,47.1,3950849,1395.232468 +Tunisia,Africa,1962,49.579,4286552,1660.30321 +Tunisia,Africa,1967,52.053,4786986,1932.360167 +Tunisia,Africa,1972,55.602,5303507,2753.285994 +Tunisia,Africa,1977,59.837,6005061,3120.876811 +Tunisia,Africa,1982,64.048,6734098,3560.233174 +Tunisia,Africa,1987,66.894,7724976,3810.419296 +Tunisia,Africa,1992,70.001,8523077,4332.720164 +Tunisia,Africa,1997,71.973,9231669,4876.798614 +Tunisia,Africa,2002,73.042,9770575,5722.895655 +Tunisia,Africa,2007,73.923,10276158,7092.923025 +Turkey,Europe,1952,43.585,22235677,1969.10098 +Turkey,Europe,1957,48.079,25670939,2218.754257 +Turkey,Europe,1962,52.098,29788695,2322.869908 +Turkey,Europe,1967,54.336,33411317,2826.356387 +Turkey,Europe,1972,57.005,37492953,3450.69638 +Turkey,Europe,1977,59.507,42404033,4269.122326 +Turkey,Europe,1982,61.036,47328791,4241.356344 +Turkey,Europe,1987,63.108,52881328,5089.043686 +Turkey,Europe,1992,66.146,58179144,5678.348271 +Turkey,Europe,1997,68.835,63047647,6601.429915 +Turkey,Europe,2002,70.845,67308928,6508.085718 +Turkey,Europe,2007,71.777,71158647,8458.276384 +Uganda,Africa,1952,39.978,5824797,734.753484 +Uganda,Africa,1957,42.571,6675501,774.3710692 +Uganda,Africa,1962,45.344,7688797,767.2717398 +Uganda,Africa,1967,48.051,8900294,908.9185217 +Uganda,Africa,1972,51.016,10190285,950.735869 +Uganda,Africa,1977,50.35,11457758,843.7331372 +Uganda,Africa,1982,49.849,12939400,682.2662268 +Uganda,Africa,1987,51.509,15283050,617.7244065 +Uganda,Africa,1992,48.825,18252190,644.1707969 +Uganda,Africa,1997,44.578,21210254,816.559081 +Uganda,Africa,2002,47.813,24739869,927.7210018 +Uganda,Africa,2007,51.542,29170398,1056.380121 +United Kingdom,Europe,1952,69.18,50430000,9979.508487 +United Kingdom,Europe,1957,70.42,51430000,11283.17795 +United Kingdom,Europe,1962,70.76,53292000,12477.17707 +United Kingdom,Europe,1967,71.36,54959000,14142.85089 +United Kingdom,Europe,1972,72.01,56079000,15895.11641 +United Kingdom,Europe,1977,72.76,56179000,17428.74846 +United Kingdom,Europe,1982,74.04,56339704,18232.42452 +United Kingdom,Europe,1987,75.007,56981620,21664.78767 +United Kingdom,Europe,1992,76.42,57866349,22705.09254 +United Kingdom,Europe,1997,77.218,58808266,26074.53136 +United Kingdom,Europe,2002,78.471,59912431,29478.99919 +United Kingdom,Europe,2007,79.425,60776238,33203.26128 +United States,Americas,1952,68.44,157553000,13990.48208 +United States,Americas,1957,69.49,171984000,14847.12712 +United States,Americas,1962,70.21,186538000,16173.14586 +United States,Americas,1967,70.76,198712000,19530.36557 +United States,Americas,1972,71.34,209896000,21806.03594 +United States,Americas,1977,73.38,220239000,24072.63213 +United States,Americas,1982,74.65,232187835,25009.55914 +United States,Americas,1987,75.02,242803533,29884.35041 +United States,Americas,1992,76.09,256894189,32003.93224 +United States,Americas,1997,76.81,272911760,35767.43303 +United States,Americas,2002,77.31,287675526,39097.09955 +United States,Americas,2007,78.242,301139947,42951.65309 +Uruguay,Americas,1952,66.071,2252965,5716.766744 +Uruguay,Americas,1957,67.044,2424959,6150.772969 +Uruguay,Americas,1962,68.253,2598466,5603.357717 +Uruguay,Americas,1967,68.468,2748579,5444.61962 +Uruguay,Americas,1972,68.673,2829526,5703.408898 +Uruguay,Americas,1977,69.481,2873520,6504.339663 +Uruguay,Americas,1982,70.805,2953997,6920.223051 +Uruguay,Americas,1987,71.918,3045153,7452.398969 +Uruguay,Americas,1992,72.752,3149262,8137.004775 +Uruguay,Americas,1997,74.223,3262838,9230.240708 +Uruguay,Americas,2002,75.307,3363085,7727.002004 +Uruguay,Americas,2007,76.384,3447496,10611.46299 +Venezuela,Americas,1952,55.088,5439568,7689.799761 +Venezuela,Americas,1957,57.907,6702668,9802.466526 +Venezuela,Americas,1962,60.77,8143375,8422.974165 +Venezuela,Americas,1967,63.479,9709552,9541.474188 +Venezuela,Americas,1972,65.712,11515649,10505.25966 +Venezuela,Americas,1977,67.456,13503563,13143.95095 +Venezuela,Americas,1982,68.557,15620766,11152.41011 +Venezuela,Americas,1987,70.19,17910182,9883.584648 +Venezuela,Americas,1992,71.15,20265563,10733.92631 +Venezuela,Americas,1997,72.146,22374398,10165.49518 +Venezuela,Americas,2002,72.766,24287670,8605.047831 +Venezuela,Americas,2007,73.747,26084662,11415.80569 +Vietnam,Asia,1952,40.412,26246839,605.0664917 +Vietnam,Asia,1957,42.887,28998543,676.2854478 +Vietnam,Asia,1962,45.363,33796140,772.0491602 +Vietnam,Asia,1967,47.838,39463910,637.1232887 +Vietnam,Asia,1972,50.254,44655014,699.5016441 +Vietnam,Asia,1977,55.764,50533506,713.5371196 +Vietnam,Asia,1982,58.816,56142181,707.2357863 +Vietnam,Asia,1987,62.82,62826491,820.7994449 +Vietnam,Asia,1992,67.662,69940728,989.0231487 +Vietnam,Asia,1997,70.672,76048996,1385.896769 +Vietnam,Asia,2002,73.017,80908147,1764.456677 +Vietnam,Asia,2007,74.249,85262356,2441.576404 +West Bank and Gaza,Asia,1952,43.16,1030585,1515.592329 +West Bank and Gaza,Asia,1957,45.671,1070439,1827.067742 +West Bank and Gaza,Asia,1962,48.127,1133134,2198.956312 +West Bank and Gaza,Asia,1967,51.631,1142636,2649.715007 +West Bank and Gaza,Asia,1972,56.532,1089572,3133.409277 +West Bank and Gaza,Asia,1977,60.765,1261091,3682.831494 +West Bank and Gaza,Asia,1982,64.406,1425876,4336.032082 +West Bank and Gaza,Asia,1987,67.046,1691210,5107.197384 +West Bank and Gaza,Asia,1992,69.718,2104779,6017.654756 +West Bank and Gaza,Asia,1997,71.096,2826046,7110.667619 +West Bank and Gaza,Asia,2002,72.37,3389578,4515.487575 +West Bank and Gaza,Asia,2007,73.422,4018332,3025.349798 +"Yemen, Rep.",Asia,1952,32.548,4963829,781.7175761 +"Yemen, Rep.",Asia,1957,33.97,5498090,804.8304547 +"Yemen, Rep.",Asia,1962,35.18,6120081,825.6232006 +"Yemen, Rep.",Asia,1967,36.984,6740785,862.4421463 +"Yemen, Rep.",Asia,1972,39.848,7407075,1265.047031 +"Yemen, Rep.",Asia,1977,44.175,8403990,1829.765177 +"Yemen, Rep.",Asia,1982,49.113,9657618,1977.55701 +"Yemen, Rep.",Asia,1987,52.922,11219340,1971.741538 +"Yemen, Rep.",Asia,1992,55.599,13367997,1879.496673 +"Yemen, Rep.",Asia,1997,58.02,15826497,2117.484526 +"Yemen, Rep.",Asia,2002,60.308,18701257,2234.820827 +"Yemen, Rep.",Asia,2007,62.698,22211743,2280.769906 +Zambia,Africa,1952,42.038,2672000,1147.388831 +Zambia,Africa,1957,44.077,3016000,1311.956766 +Zambia,Africa,1962,46.023,3421000,1452.725766 +Zambia,Africa,1967,47.768,3900000,1777.077318 +Zambia,Africa,1972,50.107,4506497,1773.498265 +Zambia,Africa,1977,51.386,5216550,1588.688299 +Zambia,Africa,1982,51.821,6100407,1408.678565 +Zambia,Africa,1987,50.821,7272406,1213.315116 +Zambia,Africa,1992,46.1,8381163,1210.884633 +Zambia,Africa,1997,40.238,9417789,1071.353818 +Zambia,Africa,2002,39.193,10595811,1071.613938 +Zambia,Africa,2007,42.384,11746035,1271.211593 +Zimbabwe,Africa,1952,48.451,3080907,406.8841148 +Zimbabwe,Africa,1957,50.469,3646340,518.7642681 +Zimbabwe,Africa,1962,52.358,4277736,527.2721818 +Zimbabwe,Africa,1967,53.995,4995432,569.7950712 +Zimbabwe,Africa,1972,55.635,5861135,799.3621758 +Zimbabwe,Africa,1977,57.674,6642107,685.5876821 +Zimbabwe,Africa,1982,60.363,7636524,788.8550411 +Zimbabwe,Africa,1987,62.351,9216418,706.1573059 +Zimbabwe,Africa,1992,60.377,10704340,693.4207856 +Zimbabwe,Africa,1997,46.809,11404948,792.4499603 +Zimbabwe,Africa,2002,39.989,11926563,672.0386227 +Zimbabwe,Africa,2007,43.487,12311143,469.7092981 diff --git a/data/ice_cream_shop.csv b/data/ice_cream_shop.csv new file mode 100644 index 0000000..05422b9 --- /dev/null +++ b/data/ice_cream_shop.csv @@ -0,0 +1,1484 @@ +,shopname,num_customers,num_likes,fraction_likes,owner_idx,mus,sigmas,logit_p,num_favs +101333,Snazzy auburn skunk,1,0,0.0,8,1.8337371825850193,1.20746328,2.276574171603834,1 +101334,Ready periwinkle rhinoceros,0,0,,8,1.8337371825850193,1.20746328,1.577138550975489,0 +101335,Gimpy periwinkle bombay,624,183,0.2932692307692308,8,1.8337371825850193,1.20746328,1.8172354691223127,537 +101336,Frumpy mauve baboon,0,0,,8,1.8337371825850193,1.20746328,1.4844769912627587,0 +101337,Gummy lemon kangaroo,61,9,0.14754098360655737,8,1.8337371825850193,1.20746328,2.6848866522976285,59 +101338,Gamy ruby monkey,225,49,0.21777777777777776,1,0.10362242194528844,0.60319852,0.4810975613188211,135 +101339,Lousy mustard crocodile,0,0,,8,1.8337371825850193,1.20746328,1.4202388597401838,0 +101340,Clammy puce shrimp,297,74,0.24915824915824916,8,1.8337371825850193,1.20746328,0.5816807647678295,187 +101341,Blurry vermilion robin,21,4,0.19047619047619047,8,1.8337371825850193,1.20746328,1.5407388356415341,15 +101342,Squirrely chestnut crane,63,16,0.25396825396825395,0,-0.06291694673634798,0.21505173,-0.387684924602239,33 +101343,Grumpy rust cassowary,6,0,0.0,8,1.8337371825850193,1.20746328,0.5598123148070993,4 +101344,Scanty amethyst rattlesnake,284,62,0.21830985915492956,8,1.8337371825850193,1.20746328,3.51360594047816,275 +101345,Pretty yellow squid,0,0,,3,-0.8024729479326377,0.16837932,-0.6190404216074554,0 +101346,Skanky chocolate chameleon,56,8,0.14285714285714285,8,1.8337371825850193,1.20746328,0.27601105428451644,38 +101347,Pokey myrtle tarantula,1,1,1.0,4,-0.24255405640856506,0.14264645,-0.21263233511303808,1 +101348,Whiny lilac flamingo,0,0,,5,-0.75417445104767,0.54077756,-0.6059926846100131,0 +101349,Lumpy ecru drever,19,4,0.21052631578947367,8,1.8337371825850193,1.20746328,0.3318670892593776,11 +101350,Paltry russet newt,0,0,,5,-0.75417445104767,0.54077756,-1.6064405607187977,0 +101351,Nippy turquoise bordeaux,0,0,,8,1.8337371825850193,1.20746328,2.805258047923944,0 +101352,Scaly orange octopus,16,2,0.125,8,1.8337371825850193,1.20746328,3.6155408167100074,16 +101353,Whiny celadon havanese,0,0,,5,-0.75417445104767,0.54077756,-0.9153872822900141,0 +101354,Snoopy pear malamute,182,48,0.26373626373626374,8,1.8337371825850193,1.20746328,0.8241525748310194,119 +101355,Droopy asparagus ocelot,112,31,0.2767857142857143,8,1.8337371825850193,1.20746328,1.2188471703110217,87 +101356,Skimpy russet flounder,482,122,0.25311203319502074,3,-0.8024729479326377,0.16837932,-0.6723504703383062,180 +101357,Woolly silver albatross,0,0,,8,1.8337371825850193,1.20746328,2.3258969225328685,0 +101358,Queasy tomato raccoon,198,39,0.19696969696969696,8,1.8337371825850193,1.20746328,1.86946292883923,165 +101359,Geeky myrtle tuatara,640,216,0.3375,4,-0.24255405640856506,0.14264645,-0.023365749239026345,304 +101360,Cranky firebrick buffalo,0,0,,7,1.323849017775678,0.16748833,0.9760881071872742,0 +101361,Ugly ultramarine eagle,0,0,,8,1.8337371825850193,1.20746328,-0.3266022605114012,0 +101362,Gummy lime magpie,3,1,0.3333333333333333,8,1.8337371825850193,1.20746328,0.6980283215192615,1 +101363,Goopy dandelion hummingbird,1,0,0.0,8,1.8337371825850193,1.20746328,4.297389322152441,1 +101364,Ready gamboge audemer,337,84,0.24925816023738873,8,1.8337371825850193,1.20746328,1.3916428482583298,272 +101365,Flabby purple orangutan,140,36,0.2571428571428571,1,0.10362242194528844,0.60319852,-0.3268240860542411,58 +101366,Stuffy saffron emu,3,0,0.0,8,1.8337371825850193,1.20746328,2.236394232669779,3 +101367,Nippy violet bordeaux,45,4,0.08888888888888889,8,1.8337371825850193,1.20746328,2.883743488547428,44 +101368,Lumpy dandelion clam,0,0,,8,1.8337371825850193,1.20746328,2.7736678270137873,0 +101369,Slimy tangerine leopard,410,116,0.28292682926829266,8,1.8337371825850193,1.20746328,2.3263154742104,383 +101370,Ready magenta spider,35,4,0.11428571428571428,3,-0.8024729479326377,0.16837932,-0.6616573024312126,15 +101371,Homely denim civet,24,7,0.2916666666666667,8,1.8337371825850193,1.20746328,0.8579360116275803,18 +101372,Boozy linen lemur,1,0,0.0,8,1.8337371825850193,1.20746328,1.6268262684201982,1 +101373,Blurry smalt worm,506,153,0.30237154150197626,1,0.10362242194528844,0.60319852,0.6258693318530393,327 +101374,Randy chocolate caracal,0,0,,8,1.8337371825850193,1.20746328,1.4953889268318634,0 +101375,Pretty amber greyhound,417,118,0.2829736211031175,8,1.8337371825850193,1.20746328,0.41113355776525484,248 +101376,Muggy rust schnauzer,0,0,,8,1.8337371825850193,1.20746328,2.3389867176368213,0 +101377,Flabby burgundy fox,0,0,,8,1.8337371825850193,1.20746328,-0.246426075110596,0 +101378,Flimsy red giraffe,7,0,0.0,8,1.8337371825850193,1.20746328,1.8329711965153948,5 +101379,Shabby ruby wasp,201,44,0.21890547263681592,8,1.8337371825850193,1.20746328,1.7668244034851364,173 +101380,Messy celadon spitz,103,22,0.21359223300970873,8,1.8337371825850193,1.20746328,0.9039961755570223,76 +101381,Cozy aqua sheepdog,54,14,0.25925925925925924,8,1.8337371825850193,1.20746328,1.3550482421281342,42 +101382,Surly gold starfish,2,0,0.0,8,1.8337371825850193,1.20746328,1.8759709517473109,2 +101383,Flaky cinnabar dodo,43,5,0.11627906976744186,1,0.10362242194528844,0.60319852,0.13306663600902935,21 +101384,Sunny mauve devil,618,182,0.29449838187702265,8,1.8337371825850193,1.20746328,3.841649553374001,609 +101385,Woolly chocolate raccoon,0,0,,8,1.8337371825850193,1.20746328,0.48987344102714614,0 +101386,Homey black collie,0,0,,8,1.8337371825850193,1.20746328,1.8403800711437648,0 +101387,Squirrely cyan bee,65,17,0.26153846153846155,8,1.8337371825850193,1.20746328,2.999866019447939,60 +101388,Lousy heliotrope beagle,197,42,0.2131979695431472,8,1.8337371825850193,1.20746328,1.8638925095651666,174 +101389,Shaky carmine alligator,11,1,0.09090909090909091,8,1.8337371825850193,1.20746328,1.3407075609766932,11 +101390,Skimpy eggplant hound,24,5,0.20833333333333334,8,1.8337371825850193,1.20746328,0.019811832025071086,8 +101391,Skinny black gecko,83,20,0.24096385542168675,6,1.4260677745360415,0.18131425,1.475328237951629,71 +101392,Flaky magenta mouse,169,36,0.21301775147928995,8,1.8337371825850193,1.20746328,3.8174747128411903,164 +101393,Silly khaki sparrow,0,0,,8,1.8337371825850193,1.20746328,1.87066997742239,0 +101394,Homely zucchini sparrow,167,35,0.20958083832335328,8,1.8337371825850193,1.20746328,2.778551717877906,159 +101395,Stealthy cerulean peccary,0,0,,6,1.4260677745360415,0.18131425,1.937237220732455,0 +101396,Wimpy firebrick kiwi,335,81,0.2417910447761194,8,1.8337371825850193,1.20746328,2.6019068856894707,314 +101397,Stealthy fuchsia monster,80,20,0.25,7,1.323849017775678,0.16748833,1.3223750481971837,60 +101398,Jumpy bronze tuatara,421,115,0.27315914489311166,0,-0.06291694673634798,0.21505173,-0.36469765534465415,173 +101399,Shaky bronze hedgehog,1,0,0.0,8,1.8337371825850193,1.20746328,1.119190423325884,1 +101400,Craggy bistre swan,0,0,,8,1.8337371825850193,1.20746328,0.9173654084535419,0 +101401,Gloppy teal spider,0,0,,8,1.8337371825850193,1.20746328,2.055744190684691,0 +101402,Nippy persimmon fousek,10,1,0.1,8,1.8337371825850193,1.20746328,0.9076429011227455,6 +101403,Sunny russet coati,209,49,0.23444976076555024,5,-0.75417445104767,0.54077756,0.06505034205594296,104 +101404,Homey chestnut quoll,0,0,,8,1.8337371825850193,1.20746328,-0.7523622437876551,0 +101405,Dorky mauve dragon,32,5,0.15625,8,1.8337371825850193,1.20746328,-0.49890717757830805,11 +101406,Snoopy indigo newfoundland,100,22,0.22,8,1.8337371825850193,1.20746328,0.2423134162901599,49 +101407,Seedy teal javanese,279,75,0.26881720430107525,8,1.8337371825850193,1.20746328,2.382466232635923,247 +101408,Greasy linen zonkey,0,0,,8,1.8337371825850193,1.20746328,0.12064870755925283,0 +101409,Ugly rust salamander,0,0,,8,1.8337371825850193,1.20746328,3.4245592494134804,0 +101410,Breezy pumpkin frog,0,0,,8,1.8337371825850193,1.20746328,0.9773625813394828,0 +101411,Wheezy lime havanese,0,0,,8,1.8337371825850193,1.20746328,3.0955005843550216,0 +101412,Woolly mustard panda,377,97,0.2572944297082228,8,1.8337371825850193,1.20746328,1.5073109677931313,306 +101413,Tasty cinnabar schnauzer,1,0,0.0,8,1.8337371825850193,1.20746328,1.8628566617676054,1 +101414,Bluesy gamboge wasp,0,0,,6,1.4260677745360415,0.18131425,1.4116793843502335,0 +101415,Gummy amber zebu,0,0,,8,1.8337371825850193,1.20746328,0.3052002422635771,0 +101416,Scaly ruby sloth,0,0,,8,1.8337371825850193,1.20746328,3.3161580401387196,0 +101417,Flimsy amethyst turkey,0,0,,8,1.8337371825850193,1.20746328,0.9861495964284226,0 +101418,Sleepy maroon malamute,5,0,0.0,5,-0.75417445104767,0.54077756,-1.4962503049260367,1 +101419,Gloppy turquoise coral,0,0,,5,-0.75417445104767,0.54077756,-0.9539608489666578,0 +101420,Stuffy white gibbon,423,99,0.23404255319148937,8,1.8337371825850193,1.20746328,4.286760585689603,418 +101421,Grumpy scarlet manatee,0,0,,5,-0.75417445104767,0.54077756,-1.701974123197956,0 +101422,Jumpy xanthic cattle,240,52,0.21666666666666667,8,1.8337371825850193,1.20746328,2.174488723279365,208 +101423,Freaky viridian chin,5,0,0.0,8,1.8337371825850193,1.20746328,0.9047490338908828,4 +101424,Pokey scarlet ray,198,49,0.2474747474747475,8,1.8337371825850193,1.20746328,1.2427062979060912,145 +101425,Freaky pear anteater,0,0,,8,1.8337371825850193,1.20746328,4.118444365413504,0 +101426,Whiny ecru opossum,4,0,0.0,8,1.8337371825850193,1.20746328,-0.2501713036602866,1 +101427,Lanky sepia birman,128,35,0.2734375,8,1.8337371825850193,1.20746328,-0.5779788384846549,42 +101428,Blurry wisteria pig,542,149,0.27490774907749077,8,1.8337371825850193,1.20746328,1.725941994468477,442 +101429,Foggy myrtle albatross,583,175,0.30017152658662094,4,-0.24255405640856506,0.14264645,-0.06831865074688123,283 +101430,Trippy sapphire birman,359,109,0.30362116991643456,8,1.8337371825850193,1.20746328,1.9196702657310618,312 +101431,Cozy eggplant grasshopper,193,54,0.27979274611398963,4,-0.24255405640856506,0.14264645,-0.3075074356994696,87 +101432,Craggy violet magpie,105,31,0.29523809523809524,8,1.8337371825850193,1.20746328,3.040057377455877,102 +101433,Greasy taupe corgi,0,0,,8,1.8337371825850193,1.20746328,3.880197319305289,0 +101434,Snappy white duck,0,0,,8,1.8337371825850193,1.20746328,2.1280292690026203,0 +101435,Geeky cornflower albatross,22,5,0.22727272727272727,8,1.8337371825850193,1.20746328,2.1845862248506753,20 +101436,Chummy lemon whale,3,1,0.3333333333333333,8,1.8337371825850193,1.20746328,2.1436614352506185,3 +101437,Ugly grey ferret,1,1,1.0,8,1.8337371825850193,1.20746328,0.032289458396872917,1 +101438,Surly ivory whippet,0,0,,0,-0.06291694673634798,0.21505173,-0.08407160843360642,0 +101439,Pasty rust spitz,193,44,0.22797927461139897,8,1.8337371825850193,1.20746328,3.2279876731446686,187 +101440,Grumpy bistre dodo,49,2,0.04081632653061224,5,-0.75417445104767,0.54077756,-1.032176886958384,10 +101441,Cheeky rose swan,672,214,0.31845238095238093,1,0.10362242194528844,0.60319852,-0.6546477759835272,234 +101442,Squeaky saffron sparrow,0,0,,8,1.8337371825850193,1.20746328,1.4230176645249304,0 +101443,Bluesy ultramarine liger,4,2,0.5,8,1.8337371825850193,1.20746328,2.819853961872478,3 +101444,Droopy thistle barb,578,187,0.3235294117647059,5,-0.75417445104767,0.54077756,-0.9759943228601734,154 +101445,Pretty maroon pinscher,21,1,0.047619047619047616,8,1.8337371825850193,1.20746328,2.774871403581841,18 +101446,Baggy magenta spider,190,48,0.25263157894736843,8,1.8337371825850193,1.20746328,2.756807645481354,182 +101447,Gimpy salmon greyhound,241,54,0.22406639004149378,8,1.8337371825850193,1.20746328,0.6503907270715394,167 +101448,Smelly cobalt lemur,0,0,,8,1.8337371825850193,1.20746328,3.3093749715764256,0 +101449,Ready pink goose,71,12,0.16901408450704225,8,1.8337371825850193,1.20746328,0.6124502058186114,53 +101450,Squeaky black wrasse,0,0,,0,-0.06291694673634798,0.21505173,-0.34219645606694193,0 +101451,Cheeky pink wolf,0,0,,8,1.8337371825850193,1.20746328,1.54789576401099,0 +101452,Sunny gold gecko,1,0,0.0,8,1.8337371825850193,1.20746328,1.5004715977542666,1 +101453,Stinky black whippet,652,192,0.294478527607362,7,1.323849017775678,0.16748833,1.4064469602934557,517 +101454,Foggy sapphire capuchin,9,0,0.0,8,1.8337371825850193,1.20746328,2.2120157112754346,9 +101455,Lumpy ruby squirt,38,8,0.21052631578947367,8,1.8337371825850193,1.20746328,1.2541588646088344,32 +101456,Seedy cinnamon spitz,13,4,0.3076923076923077,8,1.8337371825850193,1.20746328,1.5397044505829254,10 +101457,Stinky beige zebra,3,1,0.3333333333333333,2,-0.6414514981355559,0.30978955,-0.17476488217379854,1 +101458,Shaky ruby ragdoll,0,0,,8,1.8337371825850193,1.20746328,2.6399283401845133,0 +101459,Pokey taupe mammoth,355,89,0.2507042253521127,8,1.8337371825850193,1.20746328,0.35071931126752487,212 +101460,Foggy goldenrod lobster,280,74,0.2642857142857143,8,1.8337371825850193,1.20746328,2.2937307058054954,257 +101461,Droopy turquoise dhole,329,86,0.2613981762917933,8,1.8337371825850193,1.20746328,0.7878992078208624,219 +101462,Trippy beige molly,46,13,0.2826086956521739,8,1.8337371825850193,1.20746328,0.818285382183251,30 +101463,Cozy vermilion neanderthal,1,0,0.0,8,1.8337371825850193,1.20746328,1.622051815161184,1 +101464,Gamy apricot cuscus,0,0,,8,1.8337371825850193,1.20746328,-1.4440375404629169,0 +101465,Baggy ecru mayfly,0,0,,1,0.10362242194528844,0.60319852,-0.0038233615743921145,0 +101466,Hasty champagne wallaby,1,0,0.0,8,1.8337371825850193,1.20746328,2.762104910259098,0 +101467,Sloppy pink albatross,0,0,,8,1.8337371825850193,1.20746328,1.9308720402685555,0 +101468,Bumpy smalt maltese,1,0,0.0,5,-0.75417445104767,0.54077756,-0.9390328835848709,1 +101469,Stealthy celadon bordeaux,43,3,0.06976744186046512,8,1.8337371825850193,1.20746328,2.6734099884920823,43 +101470,Lumpy green flamingo,558,149,0.2670250896057348,8,1.8337371825850193,1.20746328,1.0824088276228414,417 +101471,Freaky ivory devil,0,0,,8,1.8337371825850193,1.20746328,3.3591445965918645,0 +101472,Pokey harlequin tarantula,39,9,0.23076923076923078,8,1.8337371825850193,1.20746328,3.970446240949746,39 +101473,Craggy apricot mayfly,8,2,0.25,8,1.8337371825850193,1.20746328,2.602971396029625,8 +101474,Fuzzy emerald bandicoot,511,156,0.30528375733855184,8,1.8337371825850193,1.20746328,4.029779610493311,502 +101475,Droopy dandelion crane,201,53,0.263681592039801,8,1.8337371825850193,1.20746328,0.3615794584968659,120 +101476,Leaky amethyst spider,61,17,0.2786885245901639,6,1.4260677745360415,0.18131425,1.6590202918230645,49 +101477,Jumpy tan civet,0,0,,8,1.8337371825850193,1.20746328,1.5870589199688174,0 +101478,Skimpy red kingfisher,0,0,,0,-0.06291694673634798,0.21505173,-0.27884626553504976,0 +101479,Lumpy celadon orangutan,0,0,,0,-0.06291694673634798,0.21505173,0.08529127022031777,0 +101480,Whiny carmine akita,29,6,0.20689655172413793,8,1.8337371825850193,1.20746328,0.3955386305344595,16 +101481,Gummy pear cattle,95,17,0.17894736842105263,8,1.8337371825850193,1.20746328,1.8713393016993174,82 +101482,Shabby plum molly,0,0,,8,1.8337371825850193,1.20746328,0.7346421430381649,0 +101483,Wheezy firebrick oyster,0,0,,7,1.323849017775678,0.16748833,1.3897234191358565,0 +101484,Dorky taupe horse,173,41,0.23699421965317918,8,1.8337371825850193,1.20746328,1.9523317922158228,142 +101485,Hazy copper tamarin,0,0,,4,-0.24255405640856506,0.14264645,-0.2689886789364484,0 +101486,Scaly asparagus dunker,207,50,0.24154589371980675,7,1.323849017775678,0.16748833,1.4398903847317421,165 +101487,Queasy cyan jaguar,370,98,0.2648648648648649,8,1.8337371825850193,1.20746328,0.10018069777211358,201 +101488,Skinny razzmatazz eagle,169,37,0.21893491124260356,6,1.4260677745360415,0.18131425,1.424243915648241,135 +101489,Homely plum discus,603,176,0.29187396351575456,2,-0.6414514981355559,0.30978955,-1.214700789387721,137 +101490,Skimpy black greyhound,1,0,0.0,8,1.8337371825850193,1.20746328,2.5343646290909745,1 +101491,Flabby lilac monkey,2,0,0.0,8,1.8337371825850193,1.20746328,2.1887834537116775,2 +101492,Foggy firebrick zonkey,0,0,,8,1.8337371825850193,1.20746328,0.48785332093836886,0 +101493,Cozy yellow gar,86,16,0.18604651162790697,8,1.8337371825850193,1.20746328,1.5895895796366533,73 +101494,Slimy white jellyfish,3,0,0.0,2,-0.6414514981355559,0.30978955,-0.6131566128959447,3 +101495,Nippy pear numbat,0,0,,8,1.8337371825850193,1.20746328,1.3294553875340356,0 +101496,Snippy alizarin jellyfish,0,0,,8,1.8337371825850193,1.20746328,3.448705370202295,0 +101497,Sleepy goldenrod schnauzer,6,0,0.0,8,1.8337371825850193,1.20746328,1.7851095994157695,5 +101498,Pretty cinnabar avocet,274,64,0.23357664233576642,3,-0.8024729479326377,0.16837932,-0.5687615859874936,97 +101499,Sunny ochre hornet,37,9,0.24324324324324326,8,1.8337371825850193,1.20746328,2.553881928558112,32 +101500,Scummy auburn dachshund,45,5,0.1111111111111111,8,1.8337371825850193,1.20746328,1.7970106132944927,38 +101501,Paltry coral mastiff,1,0,0.0,8,1.8337371825850193,1.20746328,1.5648143665185168,1 +101502,Nippy grey fousek,0,0,,5,-0.75417445104767,0.54077756,-0.6673516173677473,0 +101503,Stinky firebrick alligator,81,16,0.19753086419753085,8,1.8337371825850193,1.20746328,2.142731034471175,71 +101504,Sleepy orchid ocelot,123,35,0.2845528455284553,8,1.8337371825850193,1.20746328,-0.3619776631829392,38 +101505,Stealthy yellow sparrow,221,61,0.27601809954751133,0,-0.06291694673634798,0.21505173,0.38995261726511266,130 +101506,Craggy cardinal rattlesnake,29,10,0.3448275862068966,8,1.8337371825850193,1.20746328,2.4642956621569194,26 +101507,Stinky lilac audemer,15,1,0.06666666666666667,1,0.10362242194528844,0.60319852,-0.1558331476281849,8 +101508,Hilly gamboge chinook,298,67,0.22483221476510068,0,-0.06291694673634798,0.21505173,-0.19030838022055388,149 +101509,Gimpy amethyst bee,115,31,0.26956521739130435,4,-0.24255405640856506,0.14264645,-0.22484115999628237,55 +101510,Fuzzy lemon fox,521,146,0.2802303262955854,8,1.8337371825850193,1.20746328,1.837381977079603,434 +101511,Stinky eggplant termite,0,0,,8,1.8337371825850193,1.20746328,2.7554951838102717,0 +101512,Thirsty dandelion mayfly,591,175,0.2961082910321489,8,1.8337371825850193,1.20746328,0.16717733010891056,323 +101513,Hilly sapphire molly,595,188,0.31596638655462184,8,1.8337371825850193,1.20746328,0.3059227076242246,364 +101514,Chummy platinum anteater,171,42,0.24561403508771928,7,1.323849017775678,0.16748833,1.2502084559280333,132 +101515,Silly cornflower mongrel,8,1,0.125,7,1.323849017775678,0.16748833,1.218895592982107,7 +101516,Snazzy crimson moth,397,114,0.2871536523929471,8,1.8337371825850193,1.20746328,1.8352815258382729,343 +101517,Messy ultramarine badger,27,2,0.07407407407407407,8,1.8337371825850193,1.20746328,0.16565401102015231,16 +101518,Seedy celadon oyster,594,161,0.27104377104377103,1,0.10362242194528844,0.60319852,0.9777985702945843,436 +101519,Leaky rust civet,2,0,0.0,8,1.8337371825850193,1.20746328,3.2859321677834843,2 +101520,Greasy cobalt labradoodle,0,0,,5,-0.75417445104767,0.54077756,-1.159534856225049,0 +101521,Stinky ochre barnacle,75,13,0.17333333333333334,4,-0.24255405640856506,0.14264645,-0.10599814576523872,43 +101522,Trippy alizarin jaguar,2,0,0.0,8,1.8337371825850193,1.20746328,2.214555018097532,1 +101523,Woolly chartreuse barnacle,0,0,,8,1.8337371825850193,1.20746328,1.8037863034561394,0 +101524,Breezy myrtle turtle,11,1,0.09090909090909091,8,1.8337371825850193,1.20746328,1.8590042970111436,11 +101525,Slaphappy brass starfish,41,5,0.12195121951219512,8,1.8337371825850193,1.20746328,-1.2306331602432068,7 +101526,Bumpy eggplant wrasse,655,195,0.29770992366412213,8,1.8337371825850193,1.20746328,3.427786583904962,636 +101527,Messy thistle lynx,0,0,,8,1.8337371825850193,1.20746328,2.9907208681800066,0 +101528,Ugly viridian flamingo,0,0,,8,1.8337371825850193,1.20746328,2.013122386811797,0 +101529,Lousy burgundy dollar,56,12,0.21428571428571427,8,1.8337371825850193,1.20746328,2.0991157893299155,53 +101530,Snippy crimson gerbil,4,0,0.0,3,-0.8024729479326377,0.16837932,-0.7039622329612621,1 +101531,Droopy ochre leopard,473,128,0.27061310782241016,3,-0.8024729479326377,0.16837932,-0.7333030687588911,155 +101532,Tasty viridian mouse,0,0,,8,1.8337371825850193,1.20746328,0.234174369679655,0 +101533,Greasy charcoal ibis,270,67,0.24814814814814815,7,1.323849017775678,0.16748833,1.6672383995221216,226 +101534,Surly champagne cattle,0,0,,5,-0.75417445104767,0.54077756,-0.9185917058845274,0 +101535,Smelly lavender tetra,549,122,0.2222222222222222,8,1.8337371825850193,1.20746328,3.3144109163540723,530 +101536,Clammy bistre camel,226,42,0.18584070796460178,8,1.8337371825850193,1.20746328,3.216550629492077,215 +101537,Stinky red capybara,18,3,0.16666666666666666,5,-0.75417445104767,0.54077756,-0.78841078843624,7 +101538,Jumpy charcoal coati,16,3,0.1875,8,1.8337371825850193,1.20746328,0.07806444794543643,6 +101539,Skinny pear mule,411,117,0.2846715328467153,8,1.8337371825850193,1.20746328,2.506716830026363,383 +101540,Gamy turquoise urchin,8,2,0.25,8,1.8337371825850193,1.20746328,0.27350790086899335,4 +101541,Frumpy turquoise civet,416,110,0.2644230769230769,4,-0.24255405640856506,0.14264645,-0.09706824482156637,201 +101542,Stealthy cinnamon shrew,130,26,0.2,8,1.8337371825850193,1.20746328,2.5124264389125077,124 +101543,Clammy peach crocodile,329,69,0.20972644376899696,3,-0.8024729479326377,0.16837932,-0.891975166739627,94 +101544,Ready bistre antelope,0,0,,8,1.8337371825850193,1.20746328,0.7004631008357223,0 +101545,Leaky olive birman,577,156,0.2703639514731369,8,1.8337371825850193,1.20746328,1.6103082385651775,482 +101546,Pasty sapphire squirrel,6,2,0.3333333333333333,8,1.8337371825850193,1.20746328,0.8652761849080192,2 +101547,Ugly lemon axolotl,0,0,,8,1.8337371825850193,1.20746328,1.9592309664493859,0 +101548,Hasty rust wombat,27,3,0.1111111111111111,8,1.8337371825850193,1.20746328,1.7724751613050571,21 +101549,Paltry magnolia cow,0,0,,8,1.8337371825850193,1.20746328,3.0052397777628044,0 +101550,Grumpy lemon earwig,176,46,0.26136363636363635,8,1.8337371825850193,1.20746328,0.271226829318707,97 +101551,Goopy mustard meerkat,326,86,0.26380368098159507,8,1.8337371825850193,1.20746328,1.1765992330033477,241 +101552,Silly silver harrier,0,0,,8,1.8337371825850193,1.20746328,1.8454796057533627,0 +101553,Bluesy corn peccary,0,0,,8,1.8337371825850193,1.20746328,2.4032568196982202,0 +101554,Squeaky jade lobster,479,134,0.2797494780793319,5,-0.75417445104767,0.54077756,0.058603826346079746,221 +101555,Crabby chocolate macaw,0,0,,0,-0.06291694673634798,0.21505173,-0.05792181172655344,0 +101556,Gummy vermilion moorhen,8,2,0.25,8,1.8337371825850193,1.20746328,1.0311902735831973,6 +101557,Shaggy silver turkey,2,1,0.5,8,1.8337371825850193,1.20746328,1.626862430483789,1 +101558,Sunny cinnabar grasshopper,0,0,,8,1.8337371825850193,1.20746328,0.8867348445272139,0 +101559,Tasty red spider,0,0,,8,1.8337371825850193,1.20746328,0.8010423454041069,0 +101560,Squeaky persimmon hummingbird,0,0,,8,1.8337371825850193,1.20746328,0.9094705353347734,0 +101561,Cheeky khaki salamander,0,0,,8,1.8337371825850193,1.20746328,2.1752163205089525,0 +101562,Woolly auburn frog,0,0,,2,-0.6414514981355559,0.30978955,-0.32938365158569355,0 +101563,Cozy saffron armadillo,0,0,,8,1.8337371825850193,1.20746328,3.5488563222967207,0 +101564,Homely brown chamois,53,10,0.18867924528301888,8,1.8337371825850193,1.20746328,3.6985040222982013,50 +101565,Sloppy maroon tarantula,0,0,,8,1.8337371825850193,1.20746328,1.8423301091602973,0 +101566,Tacky brass donkey,0,0,,8,1.8337371825850193,1.20746328,3.5445459708833886,0 +101567,Snippy alizarin chow,44,0,0.0,0,-0.06291694673634798,0.21505173,0.04974273012370645,21 +101568,Freaky sapphire moth,147,33,0.22448979591836735,8,1.8337371825850193,1.20746328,0.09611071558159212,57 +101569,Nippy pear swan,385,110,0.2857142857142857,8,1.8337371825850193,1.20746328,1.648822005488964,313 +101570,Sleepy jade cow,112,19,0.16964285714285715,8,1.8337371825850193,1.20746328,2.286528831687176,99 +101571,Chummy grey bird,178,43,0.24157303370786518,7,1.323849017775678,0.16748833,1.3832882735587397,141 +101572,Tacky cerulean sheep,0,0,,4,-0.24255405640856506,0.14264645,-0.2781757256332919,0 +101573,Shaky black paradise,0,0,,6,1.4260677745360415,0.18131425,1.37543903069452,0 +101574,Smelly linen mammoth,0,0,,7,1.323849017775678,0.16748833,1.0578889911670257,0 +101575,Droopy vermilion eel,2,0,0.0,8,1.8337371825850193,1.20746328,3.2503006496649154,1 +101576,Snoopy gamboge tetra,19,0,0.0,2,-0.6414514981355559,0.30978955,-0.589203594592194,5 +101577,Gimpy magenta millipede,68,15,0.22058823529411764,8,1.8337371825850193,1.20746328,2.348928546255082,61 +101578,Sleazy yellow balinese,2,0,0.0,8,1.8337371825850193,1.20746328,1.221439234942558,2 +101579,Wiggy goldenrod flounder,0,0,,8,1.8337371825850193,1.20746328,2.952129327090399,0 +101580,Craggy rust olm,0,0,,8,1.8337371825850193,1.20746328,1.3966843531003663,0 +101581,Squirrely peach gecko,50,10,0.2,8,1.8337371825850193,1.20746328,3.396398137686142,48 +101582,Slimy yellow flamingo,0,0,,8,1.8337371825850193,1.20746328,2.6727993341059655,0 +101583,Trippy green centipede,158,23,0.14556962025316456,8,1.8337371825850193,1.20746328,2.4993651857745482,146 +101584,Muggy cobalt bordeaux,103,26,0.2524271844660194,8,1.8337371825850193,1.20746328,2.6542920512467383,94 +101585,Flimsy amaranth jaguar,0,0,,8,1.8337371825850193,1.20746328,1.876763539523858,0 +101586,Woozy gold jellyfish,0,0,,8,1.8337371825850193,1.20746328,3.5957717410387984,0 +101587,Crappy heliotrope hound,29,2,0.06896551724137931,8,1.8337371825850193,1.20746328,2.1358315464695963,26 +101588,Wimpy jade dog,7,0,0.0,8,1.8337371825850193,1.20746328,0.40188239009986493,4 +101589,Silly cinnamon badger,40,8,0.2,4,-0.24255405640856506,0.14264645,-0.40141424752418,19 +101590,Hazy wisteria moorhen,0,0,,8,1.8337371825850193,1.20746328,0.8818475358973988,0 +101591,Sloppy puce armadillo,136,32,0.23529411764705882,8,1.8337371825850193,1.20746328,1.5408596464756015,116 +101592,Pokey flax ant,0,0,,8,1.8337371825850193,1.20746328,2.6331980839903726,0 +101593,Skimpy periwinkle wombat,6,0,0.0,8,1.8337371825850193,1.20746328,1.9476172089892072,5 +101594,Messy pumpkin gorilla,0,0,,8,1.8337371825850193,1.20746328,2.400486762423982,0 +101595,Cozy pumpkin akbash,60,5,0.08333333333333333,8,1.8337371825850193,1.20746328,0.42592901876370304,31 +101596,Crabby pumpkin booby,147,34,0.23129251700680273,5,-0.75417445104767,0.54077756,-0.6851628793677141,66 +101597,Sickly peach raccoon,0,0,,8,1.8337371825850193,1.20746328,0.8186823487282695,0 +101598,Seedy apricot impala,0,0,,8,1.8337371825850193,1.20746328,2.810223278075469,0 +101599,Jumpy peach serval,304,67,0.22039473684210525,8,1.8337371825850193,1.20746328,0.6042121252814767,195 +101600,Lanky zucchini mongrel,124,24,0.1935483870967742,8,1.8337371825850193,1.20746328,-0.16776735544094024,58 +101601,Pokey olive weasel,41,5,0.12195121951219512,3,-0.8024729479326377,0.16837932,-0.9450472591280338,16 +101602,Woozy crimson insect,252,71,0.28174603174603174,8,1.8337371825850193,1.20746328,-0.125249451316084,117 +101603,Muggy magnolia orangutan,49,15,0.30612244897959184,8,1.8337371825850193,1.20746328,1.5091939227370932,41 +101604,Pretty pink toad,577,158,0.2738301559792028,8,1.8337371825850193,1.20746328,1.5721719354883763,481 +101605,Queasy chocolate leopard,6,1,0.16666666666666666,8,1.8337371825850193,1.20746328,1.593936665239552,4 +101606,Scummy sangria barb,10,1,0.1,6,1.4260677745360415,0.18131425,1.734764915617537,8 +101607,Craggy asparagus bandicoot,0,0,,8,1.8337371825850193,1.20746328,1.9527854583294235,0 +101608,Gamy ochre lobster,0,0,,8,1.8337371825850193,1.20746328,0.08797226178546036,0 +101609,Pasty scarlet squid,0,0,,0,-0.06291694673634798,0.21505173,-0.4108179197300894,0 +101610,Stinky linen barb,85,15,0.17647058823529413,8,1.8337371825850193,1.20746328,1.2619818525292426,69 +101611,Dorky azure cichlid,12,1,0.08333333333333333,8,1.8337371825850193,1.20746328,2.1332118312872153,10 +101612,Snippy aquamarine elephant,464,117,0.2521551724137931,8,1.8337371825850193,1.20746328,2.2907964915240058,423 +101613,Woozy olive bird,4,1,0.25,8,1.8337371825850193,1.20746328,1.2097894081123772,3 +101614,Fuzzy maroon bullfrog,553,152,0.27486437613019893,7,1.323849017775678,0.16748833,1.4099639809179108,437 +101615,Sleepy coral wombat,81,15,0.18518518518518517,8,1.8337371825850193,1.20746328,2.510845583350186,70 +101616,Blurry cinnamon snake,393,92,0.2340966921119593,8,1.8337371825850193,1.20746328,2.114563920612275,353 +101617,Shabby salmon bat,53,11,0.20754716981132076,8,1.8337371825850193,1.20746328,1.5822491229475668,45 +101618,Frumpy corn hippopotamus,0,0,,8,1.8337371825850193,1.20746328,0.014056844958731052,0 +101619,Wiggy copper mouse,407,113,0.27764127764127766,2,-0.6414514981355559,0.30978955,-0.3054467203298815,154 +101620,Craggy ruby liger,589,169,0.2869269949066214,8,1.8337371825850193,1.20746328,0.627866006433802,390 +101621,Dorky peach earwig,4,0,0.0,8,1.8337371825850193,1.20746328,1.562532935809204,3 +101622,Woolly copper bulldog,70,8,0.11428571428571428,8,1.8337371825850193,1.20746328,2.6921069620740097,69 +101623,Stinky aquamarine russel,0,0,,8,1.8337371825850193,1.20746328,4.197984218620108,0 +101624,Smelly mustard ferret,67,20,0.29850746268656714,8,1.8337371825850193,1.20746328,3.208078016534281,66 +101625,Queasy ivory frise,0,0,,8,1.8337371825850193,1.20746328,2.522145990211055,0 +101626,Surly xanthic spider,27,4,0.14814814814814814,8,1.8337371825850193,1.20746328,1.485125526954889,22 +101627,Goopy chocolate ferret,0,0,,8,1.8337371825850193,1.20746328,2.937634663330136,0 +101628,Frumpy indigo ray,475,130,0.2736842105263158,8,1.8337371825850193,1.20746328,2.923565172536269,449 +101629,Cozy linen squirt,222,70,0.3153153153153153,8,1.8337371825850193,1.20746328,1.3618949117786205,186 +101630,Bluesy scarlet urchin,0,0,,8,1.8337371825850193,1.20746328,2.557780114754935,0 +101631,Clammy turquoise monkey,0,0,,8,1.8337371825850193,1.20746328,0.8106086716404104,0 +101632,Cozy mustard maltese,233,57,0.2446351931330472,8,1.8337371825850193,1.20746328,0.744238409272592,154 +101633,Woolly beige oyster,251,62,0.24701195219123506,8,1.8337371825850193,1.20746328,-1.4611912331675674,46 +101634,Fuzzy scarlet fossa,3,1,0.3333333333333333,8,1.8337371825850193,1.20746328,0.3998033812804256,2 +101635,Scummy olive frise,2,1,0.5,5,-0.75417445104767,0.54077756,-1.1540080720258106,1 +101636,Pokey amethyst kangaroo,53,5,0.09433962264150944,8,1.8337371825850193,1.20746328,1.996203932977305,49 +101637,Hazy linen antelope,566,125,0.22084805653710246,8,1.8337371825850193,1.20746328,2.7723017910532697,533 +101638,Homely cerise walrus,14,3,0.21428571428571427,8,1.8337371825850193,1.20746328,3.1522136737619375,11 +101639,Beady pumpkin moorhen,555,137,0.24684684684684685,2,-0.6414514981355559,0.30978955,-0.3186286889431486,243 +101640,Trippy zucchini cattle,454,113,0.2488986784140969,1,0.10362242194528844,0.60319852,0.028787173700873567,238 +101641,Breezy blue clam,0,0,,8,1.8337371825850193,1.20746328,0.9056758585513107,0 +101642,Nerdy magenta vole,1,0,0.0,0,-0.06291694673634798,0.21505173,0.08636132862009424,1 +101643,Woozy indigo koala,0,0,,8,1.8337371825850193,1.20746328,0.08323237259797867,0 +101644,Smelly pear squid,234,48,0.20512820512820512,3,-0.8024729479326377,0.16837932,-0.7872398106991856,64 +101645,Homey eggplant bulldog,52,8,0.15384615384615385,8,1.8337371825850193,1.20746328,0.9830270149556697,40 +101646,Fuzzy vermilion centipede,42,6,0.14285714285714285,8,1.8337371825850193,1.20746328,2.7594508163419054,41 +101647,Slaphappy platinum bloodhound,221,56,0.25339366515837103,8,1.8337371825850193,1.20746328,0.5407352910261616,151 +101648,Freaky jade burmese,0,0,,8,1.8337371825850193,1.20746328,2.200274643156239,0 +101649,Fuzzy emerald olm,16,3,0.1875,8,1.8337371825850193,1.20746328,2.053693332666206,12 +101650,Shabby red scorpion,38,7,0.18421052631578946,8,1.8337371825850193,1.20746328,2.816043202120479,37 +101651,Bumpy khaki pig,14,1,0.07142857142857142,8,1.8337371825850193,1.20746328,0.8351601221375065,6 +101652,Wimpy burgundy ragdoll,4,0,0.0,3,-0.8024729479326377,0.16837932,-0.6790608341529425,2 +101653,Lovely eggplant angelfish,2,0,0.0,1,0.10362242194528844,0.60319852,-0.3680633577268232,2 +101654,Sickly ochre bulldog,0,0,,8,1.8337371825850193,1.20746328,1.374797426795059,0 +101655,Foggy goldenrod crocodile,34,6,0.17647058823529413,8,1.8337371825850193,1.20746328,3.213150912486497,33 +101656,Trippy bistre quoll,0,0,,8,1.8337371825850193,1.20746328,1.9890343834238249,0 +101657,Geeky denim gecko,250,66,0.264,8,1.8337371825850193,1.20746328,3.6014470060087804,248 +101658,Tasty cream llama,41,5,0.12195121951219512,4,-0.24255405640856506,0.14264645,-0.29154729840737215,20 +101659,Thirsty celadon bracke,182,38,0.2087912087912088,8,1.8337371825850193,1.20746328,1.898363938586767,152 +101660,Frumpy smalt robin,625,178,0.2848,8,1.8337371825850193,1.20746328,3.5878854589922202,609 +101661,Trippy vermilion cockroach,0,0,,8,1.8337371825850193,1.20746328,2.1307389467688496,0 +101662,Queasy bronze dog,0,0,,7,1.323849017775678,0.16748833,1.2377745854467588,0 +101663,Scummy saffron bloodhound,0,0,,2,-0.6414514981355559,0.30978955,0.2335051968376397,0 +101664,Slimy vermilion mule,1,0,0.0,8,1.8337371825850193,1.20746328,2.3356700400062573,0 +101665,Scanty cinnabar dodo,0,0,,8,1.8337371825850193,1.20746328,0.9224564855958088,0 +101666,Wimpy orchid numbat,0,0,,8,1.8337371825850193,1.20746328,2.766850399638338,0 +101667,Gummy firebrick dugong,404,121,0.2995049504950495,7,1.323849017775678,0.16748833,1.6481936456952138,341 +101668,Squirrely cyan boar,0,0,,8,1.8337371825850193,1.20746328,1.571733502532614,0 +101669,Slaphappy wisteria kangaroo,1,0,0.0,8,1.8337371825850193,1.20746328,-0.15469492164695064,0 +101670,Flaky lavender pig,4,0,0.0,8,1.8337371825850193,1.20746328,3.160973538815443,4 +101671,Stuffy white indri,1,0,0.0,8,1.8337371825850193,1.20746328,1.2587937730857464,1 +101672,Gamy fuchsia retriever,253,65,0.25691699604743085,5,-0.75417445104767,0.54077756,-1.2904355125192957,47 +101673,Snippy brown shrew,510,125,0.24509803921568626,8,1.8337371825850193,1.20746328,0.5209520929001894,313 +101674,Gamy peach panda,1,0,0.0,2,-0.6414514981355559,0.30978955,-1.0131183856596473,0 +101675,Flimsy cyan gharial,0,0,,8,1.8337371825850193,1.20746328,1.3798268082300393,0 +101676,Sloppy pumpkin chameleon,351,98,0.2792022792022792,8,1.8337371825850193,1.20746328,3.753325212112898,342 +101677,Trippy thistle bombay,58,16,0.27586206896551724,8,1.8337371825850193,1.20746328,1.376561659388842,50 +101678,Skimpy pear squirrel,0,0,,8,1.8337371825850193,1.20746328,3.239687281532241,0 +101679,Dorky amethyst turkey,11,0,0.0,8,1.8337371825850193,1.20746328,0.9200655219240097,7 +101680,Freaky azure labradoodle,577,164,0.28422876949740034,8,1.8337371825850193,1.20746328,1.7400487640244264,484 +101681,Gimpy amber retriever,0,0,,8,1.8337371825850193,1.20746328,0.06238427956316461,0 +101682,Whiny purple guppy,615,165,0.2682926829268293,8,1.8337371825850193,1.20746328,2.8698988686115205,574 +101683,Silly khaki dane,19,4,0.21052631578947367,8,1.8337371825850193,1.20746328,-0.9924317285051005,3 +101684,Craggy taupe mongrel,0,0,,8,1.8337371825850193,1.20746328,2.905059548253236,0 +101685,Woozy tomato reindeer,1,0,0.0,6,1.4260677745360415,0.18131425,1.5277572344812271,1 +101686,Freaky pumpkin burmese,143,38,0.26573426573426573,0,-0.06291694673634798,0.21505173,-0.23413252191891518,64 +101687,Ugly linen abyssinian,461,130,0.28199566160520606,8,1.8337371825850193,1.20746328,-0.3565330333711758,185 +101688,Geeky gamboge loon,153,35,0.22875816993464052,3,-0.8024729479326377,0.16837932,-0.7388057618715658,50 +101689,Cozy auburn coati,0,0,,8,1.8337371825850193,1.20746328,2.1184339188516255,0 +101690,Bumpy persimmon leopard,1,0,0.0,8,1.8337371825850193,1.20746328,2.9185617959537593,1 +101691,Craggy plum cat,5,1,0.2,8,1.8337371825850193,1.20746328,0.44951534597056564,2 +101692,Wiggy copper chameleon,257,65,0.2529182879377432,8,1.8337371825850193,1.20746328,3.4257820934447114,251 +101693,Foggy goldenrod horse,76,21,0.27631578947368424,8,1.8337371825850193,1.20746328,1.1912993540506758,60 +101694,Flaky cerulean llama,3,0,0.0,8,1.8337371825850193,1.20746328,0.7243792258575099,3 +101695,Squirrely tangerine clam,0,0,,8,1.8337371825850193,1.20746328,0.08349489144795652,0 +101696,Fuzzy brown spoonbill,0,0,,8,1.8337371825850193,1.20746328,0.03026959923374939,0 +101697,Homey magenta snake,0,0,,0,-0.06291694673634798,0.21505173,-0.49363229865179714,0 +101698,Grumpy aqua malamute,0,0,,8,1.8337371825850193,1.20746328,0.6754129911646034,0 +101699,Shaggy scarlet seal,552,133,0.24094202898550723,8,1.8337371825850193,1.20746328,2.455780309339644,508 +101700,Muggy heliotrope woodlouse,299,83,0.27759197324414714,0,-0.06291694673634798,0.21505173,0.0322966841407587,158 +101701,Cheeky olive fousek,0,0,,8,1.8337371825850193,1.20746328,0.4514623502214701,0 +101702,Foggy cyan slug,619,176,0.284329563812601,8,1.8337371825850193,1.20746328,2.7215169181636374,595 +101703,Snoopy peach foxhound,0,0,,8,1.8337371825850193,1.20746328,1.557807020273348,0 +101704,Muggy asparagus falcon,1,0,0.0,8,1.8337371825850193,1.20746328,1.524076219312113,1 +101705,Homey celadon urchin,23,6,0.2608695652173913,8,1.8337371825850193,1.20746328,1.9855130665051406,21 +101706,Blurry brown havanese,1,1,1.0,5,-0.75417445104767,0.54077756,-0.4085984977226096,1 +101707,Foggy auburn deer,0,0,,8,1.8337371825850193,1.20746328,2.016198914972386,0 +101708,Chummy yellow fish,78,18,0.23076923076923078,8,1.8337371825850193,1.20746328,0.07796534220255413,27 +101709,Woolly wisteria bison,109,18,0.1651376146788991,0,-0.06291694673634798,0.21505173,0.024022423468690296,55 +101710,Blurry sangria chimpanzee,61,8,0.13114754098360656,2,-0.6414514981355559,0.30978955,-0.7113581248866074,22 +101711,Randy brass stoat,0,0,,8,1.8337371825850193,1.20746328,1.510476567276763,0 +101712,Muggy ivory bee,1,0,0.0,8,1.8337371825850193,1.20746328,1.6980904302109825,1 +101713,Lanky harlequin cheetah,139,27,0.19424460431654678,8,1.8337371825850193,1.20746328,1.3691026995697622,107 +101714,Lumpy magnolia frise,32,10,0.3125,8,1.8337371825850193,1.20746328,1.7635749794841649,26 +101715,Messy peach beetle,551,145,0.2631578947368421,8,1.8337371825850193,1.20746328,3.312526163987969,533 +101716,Blurry linen havanese,78,17,0.21794871794871795,6,1.4260677745360415,0.18131425,1.424902053310231,61 +101717,Snazzy saffron frigatebird,601,158,0.2628951747088186,8,1.8337371825850193,1.20746328,2.0221767455856816,532 +101718,Sickly puce cichlid,5,0,0.0,8,1.8337371825850193,1.20746328,0.22126232594228656,3 +101719,Crabby ecru dragon,6,0,0.0,8,1.8337371825850193,1.20746328,2.238798491120729,6 +101720,Bumpy buff birman,5,1,0.2,8,1.8337371825850193,1.20746328,0.03890142747971881,4 +101721,Scanty charcoal cheetah,637,166,0.260596546310832,1,0.10362242194528844,0.60319852,0.037140321289479236,324 +101722,Cloudy salmon rhinoceros,352,83,0.23579545454545456,8,1.8337371825850193,1.20746328,3.109070863889075,337 +101723,Nippy viridian shrew,2,0,0.0,5,-0.75417445104767,0.54077756,-0.7777887918382245,0 +101724,Stealthy amaranth dane,517,157,0.3036750483558994,8,1.8337371825850193,1.20746328,2.609714004861731,477 +101725,Skanky auburn mouse,516,108,0.20930232558139536,8,1.8337371825850193,1.20746328,0.9569911984781339,376 +101726,Crabby corn chipmunk,0,0,,8,1.8337371825850193,1.20746328,0.8712760989466634,0 +101727,Hazy lavender tuatara,5,0,0.0,8,1.8337371825850193,1.20746328,2.3266448509203994,5 +101728,Homey charcoal bobcat,24,5,0.20833333333333334,8,1.8337371825850193,1.20746328,1.660112440274252,20 +101729,Skimpy fuchsia budgerigar,0,0,,8,1.8337371825850193,1.20746328,1.6382762721600783,0 +101730,Paltry indigo terrier,0,0,,8,1.8337371825850193,1.20746328,0.05989110037494361,0 +101731,Hasty periwinkle frigatebird,0,0,,8,1.8337371825850193,1.20746328,2.172813440966076,0 +101732,Cozy magnolia skunk,0,0,,8,1.8337371825850193,1.20746328,3.32690105237012,0 +101733,Whiny purple zebra,0,0,,8,1.8337371825850193,1.20746328,1.2897429037616468,0 +101734,Nerdy brass robin,26,3,0.11538461538461539,8,1.8337371825850193,1.20746328,1.9376325734109228,25 +101735,Stinky orchid gar,31,6,0.1935483870967742,8,1.8337371825850193,1.20746328,2.4267604056535435,27 +101736,Gamy sapphire frigatebird,2,0,0.0,8,1.8337371825850193,1.20746328,1.6398376919846742,2 +101737,Clammy tan uakari,0,0,,8,1.8337371825850193,1.20746328,1.548350178909485,0 +101738,Wiggy black robin,0,0,,8,1.8337371825850193,1.20746328,1.813007496821595,0 +101739,Gummy cerise dhole,0,0,,8,1.8337371825850193,1.20746328,1.9688049208684508,0 +101740,Lousy lemon gorilla,52,13,0.25,8,1.8337371825850193,1.20746328,2.6545472841962185,49 +101741,Tacky olivine greyhound,0,0,,2,-0.6414514981355559,0.30978955,0.1149211009597002,0 +101742,Cloudy chartreuse moorhen,1,0,0.0,8,1.8337371825850193,1.20746328,2.1320877864986714,1 +101743,Pokey lime gerbil,326,69,0.2116564417177914,5,-0.75417445104767,0.54077756,0.02505296395988521,159 +101744,Homey celadon liger,0,0,,8,1.8337371825850193,1.20746328,3.228108504147503,0 +101745,Freaky firebrick badger,0,0,,8,1.8337371825850193,1.20746328,1.3417425183082807,0 +101746,Stuffy celadon urchin,0,0,,8,1.8337371825850193,1.20746328,1.7249643827883443,0 +101747,Woolly tomato bat,26,4,0.15384615384615385,5,-0.75417445104767,0.54077756,-0.7931431786526578,5 +101748,Beady puce pinscher,53,6,0.11320754716981132,8,1.8337371825850193,1.20746328,1.0673128002908832,43 +101749,Shaky maroon cat,5,1,0.2,8,1.8337371825850193,1.20746328,1.5208077311447668,4 +101750,Gamy brass crocodile,157,34,0.21656050955414013,5,-0.75417445104767,0.54077756,-1.2225424792120538,42 +101751,Flaky gamboge lobster,0,0,,8,1.8337371825850193,1.20746328,0.196777693994431,0 +101752,Scummy rose gerbil,1,0,0.0,8,1.8337371825850193,1.20746328,1.6760731318701778,1 +101753,Sloppy cobalt baboon,249,51,0.20481927710843373,8,1.8337371825850193,1.20746328,2.067788167276151,210 +101754,Squeaky puce swan,307,82,0.2671009771986971,8,1.8337371825850193,1.20746328,1.9324107470899863,262 +101755,Hilly chartreuse whippet,24,5,0.20833333333333334,8,1.8337371825850193,1.20746328,2.3195407333453204,23 +101756,Ready vermilion ant,0,0,,8,1.8337371825850193,1.20746328,0.6265853173258171,0 +101757,Shaky brass rat,281,76,0.2704626334519573,3,-0.8024729479326377,0.16837932,-0.605876332002713,94 +101758,Lanky platinum gibbon,1,0,0.0,1,0.10362242194528844,0.60319852,0.4341255939143119,1 +101759,Bluesy eggplant donkey,0,0,,5,-0.75417445104767,0.54077756,-1.234248697838203,0 +101760,Cheeky vermilion bulldog,36,5,0.1388888888888889,8,1.8337371825850193,1.20746328,1.8721259321796884,29 +101761,Gimpy khaki meerkat,511,135,0.26418786692759294,8,1.8337371825850193,1.20746328,2.9110734034252994,491 +101762,Scanty platinum reindeer,456,126,0.27631578947368424,8,1.8337371825850193,1.20746328,0.03936043656205923,224 +101763,Tacky cream bordeaux,257,64,0.2490272373540856,7,1.323849017775678,0.16748833,1.2013843380615385,192 +101764,Muggy carmine javanese,50,14,0.28,8,1.8337371825850193,1.20746328,1.6745460370774115,40 +101765,Craggy amethyst birman,581,148,0.2547332185886403,8,1.8337371825850193,1.20746328,1.6148096867658903,469 +101766,Goopy alizarin axolotl,174,47,0.27011494252873564,2,-0.6414514981355559,0.30978955,-0.5943436816404619,52 +101767,Gamy malachite tamarin,146,44,0.3013698630136986,0,-0.06291694673634798,0.21505173,0.10592520755982268,71 +101768,Scaly bronze hedgehog,590,133,0.22542372881355932,8,1.8337371825850193,1.20746328,0.12519827333252187,292 +101769,Homely russet chin,589,178,0.30220713073005095,8,1.8337371825850193,1.20746328,1.1445715430502093,459 +101770,Foggy flax fox,9,0,0.0,5,-0.75417445104767,0.54077756,-1.3484986825276,0 +101771,Cranky khaki hyena,13,5,0.38461538461538464,8,1.8337371825850193,1.20746328,2.9939498034380003,12 +101772,Cranky gamboge pinscher,0,0,,1,0.10362242194528844,0.60319852,0.22697149093441002,0 +101773,Droopy red crane,437,118,0.2700228832951945,8,1.8337371825850193,1.20746328,0.20257761669111218,245 +101774,Gloppy yellow insect,1,0,0.0,3,-0.8024729479326377,0.16837932,-0.3822242593756866,0 +101775,Baggy alizarin fly,37,2,0.05405405405405406,8,1.8337371825850193,1.20746328,0.7423545182771913,27 +101776,Cranky linen yak,38,14,0.3684210526315789,8,1.8337371825850193,1.20746328,2.2810609353971554,34 +101777,Snazzy green mongrel,78,17,0.21794871794871795,1,0.10362242194528844,0.60319852,1.5814238444567426,63 +101778,Snappy beige tortoise,41,13,0.3170731707317073,8,1.8337371825850193,1.20746328,1.2414203296270312,31 +101779,Gummy apricot angora,0,0,,1,0.10362242194528844,0.60319852,0.14263369922956992,0 +101780,Nerdy auburn lemming,2,0,0.0,4,-0.24255405640856506,0.14264645,-0.44429660223835366,1 +101781,Cheeky xanthic moth,4,2,0.5,2,-0.6414514981355559,0.30978955,-0.56830486626405,0 +101782,Shaggy sangria albatross,25,1,0.04,8,1.8337371825850193,1.20746328,1.1696736968813553,24 +101783,Randy sepia toucan,584,141,0.24143835616438356,8,1.8337371825850193,1.20746328,2.5410717291240457,538 +101784,Scanty khaki centipede,0,0,,8,1.8337371825850193,1.20746328,2.4657772180445527,0 +101785,Breezy cream stoat,8,1,0.125,8,1.8337371825850193,1.20746328,3.4867624587557717,7 +101786,Dorky viridian bobcat,40,8,0.2,6,1.4260677745360415,0.18131425,1.8097763561180595,37 +101787,Shaggy buff cichlid,7,0,0.0,8,1.8337371825850193,1.20746328,2.084317579767305,6 +101788,Woozy olive hornet,532,145,0.2725563909774436,8,1.8337371825850193,1.20746328,1.0465962134182185,405 +101789,Scaly magnolia chihuahua,413,101,0.24455205811138014,8,1.8337371825850193,1.20746328,3.6526471301691705,400 +101790,Blurry cobalt heron,214,59,0.2757009345794392,8,1.8337371825850193,1.20746328,3.266890180100762,208 +101791,Flabby sapphire rottweiler,0,0,,0,-0.06291694673634798,0.21505173,0.08172048341535837,0 +101792,Shabby zucchini monkey,41,7,0.17073170731707318,8,1.8337371825850193,1.20746328,2.3219183717338767,32 +101793,Nippy crimson mongrel,48,11,0.22916666666666666,8,1.8337371825850193,1.20746328,1.2854654240278411,35 +101794,Silly azure otter,0,0,,8,1.8337371825850193,1.20746328,1.3543961190453795,0 +101795,Scanty bistre booby,0,0,,5,-0.75417445104767,0.54077756,-0.6171396427273357,0 +101796,Gummy denim flamingo,547,143,0.26142595978062155,8,1.8337371825850193,1.20746328,2.2534986944573356,502 +101797,Skanky copper schnauzer,68,16,0.23529411764705882,8,1.8337371825850193,1.20746328,1.4523722640813106,61 +101798,Fuzzy ivory zebu,0,0,,8,1.8337371825850193,1.20746328,2.3108614953987408,0 +101799,Pretty olive bat,0,0,,8,1.8337371825850193,1.20746328,2.362040151233849,0 +101800,Snazzy plum heron,28,1,0.03571428571428571,8,1.8337371825850193,1.20746328,1.4945406309338776,18 +101801,Paltry tomato lemur,447,112,0.2505592841163311,8,1.8337371825850193,1.20746328,2.4448733640763356,411 +101802,Sickly tomato eagle,2,0,0.0,0,-0.06291694673634798,0.21505173,0.03499744656921916,1 +101803,Hasty xanthic angora,1,1,1.0,4,-0.24255405640856506,0.14264645,-0.07441885506356033,1 +101804,Thirsty peach lion,1,0,0.0,8,1.8337371825850193,1.20746328,3.7652480405616995,1 +101805,Baggy champagne dog,0,0,,8,1.8337371825850193,1.20746328,1.7273779156649376,0 +101806,Cozy bronze beagle,498,131,0.26305220883534136,7,1.323849017775678,0.16748833,1.264501498054282,382 +101807,Wiggy burgundy quetzal,34,5,0.14705882352941177,8,1.8337371825850193,1.20746328,1.1685345760619081,26 +101808,Shabby bistre gar,3,0,0.0,8,1.8337371825850193,1.20746328,0.8879507525139784,3 +101809,Ugly cinnamon skunk,346,90,0.26011560693641617,1,0.10362242194528844,0.60319852,0.09558503082329109,185 +101810,Shaggy malachite anteater,7,0,0.0,8,1.8337371825850193,1.20746328,0.5040625104714347,4 +101811,Seedy saffron squirrel,0,0,,8,1.8337371825850193,1.20746328,0.13347948961829537,0 +101812,Squirrely chocolate tiger,191,50,0.2617801047120419,8,1.8337371825850193,1.20746328,2.49531789554025,177 +101813,Boozy tangerine hare,51,12,0.23529411764705882,8,1.8337371825850193,1.20746328,0.8970414077248734,33 +101814,Lovely buff bobcat,0,0,,8,1.8337371825850193,1.20746328,0.531303173764949,0 +101815,Hazy sapphire tamarin,139,30,0.2158273381294964,7,1.323849017775678,0.16748833,1.313533263955154,111 +101816,Woolly rust cheetah,4,1,0.25,8,1.8337371825850193,1.20746328,2.7241277146190823,4 +101817,Skinny auburn javanese,0,0,,8,1.8337371825850193,1.20746328,1.8630611928492269,0 +101818,Flimsy denim penguin,2,0,0.0,8,1.8337371825850193,1.20746328,1.8797656365476554,2 +101819,Homely scarlet bombay,7,1,0.14285714285714285,8,1.8337371825850193,1.20746328,1.5647820634855174,5 +101820,Ready goldenrod bee,0,0,,8,1.8337371825850193,1.20746328,0.2329793248895049,0 +101821,Frumpy viridian bobcat,18,2,0.1111111111111111,8,1.8337371825850193,1.20746328,3.4535213072327986,18 +101822,Beady ruby cuscus,0,0,,7,1.323849017775678,0.16748833,1.3726398253157295,0 +101823,Frumpy ultramarine angelfish,213,41,0.19248826291079812,8,1.8337371825850193,1.20746328,1.5669393002563232,178 +101824,Geeky white corgi,0,0,,8,1.8337371825850193,1.20746328,1.6371735719570693,0 +101825,Skimpy aquamarine dugong,183,34,0.18579234972677597,8,1.8337371825850193,1.20746328,2.642976554597627,172 +101826,Surly corn leopard,579,172,0.2970639032815199,8,1.8337371825850193,1.20746328,0.4634297157554914,351 +101827,Pretty flax ant,251,42,0.16733067729083664,4,-0.24255405640856506,0.14264645,-0.3168706473335684,113 +101828,Gloppy sapphire alligator,295,62,0.21016949152542372,0,-0.06291694673634798,0.21505173,-0.46689191034092115,111 +101829,Flimsy olivine gorilla,116,33,0.28448275862068967,8,1.8337371825850193,1.20746328,1.0856689964603623,87 +101830,Stuffy turquoise coati,0,0,,4,-0.24255405640856506,0.14264645,-0.5736522469857649,0 +101831,Crabby taupe tapir,568,162,0.2852112676056338,7,1.323849017775678,0.16748833,1.2631068026186987,441 +101832,Surly pink gar,584,174,0.2979452054794521,8,1.8337371825850193,1.20746328,2.2423180829735014,533 +101833,Leaky champagne bee,0,0,,8,1.8337371825850193,1.20746328,1.3271192116054262,0 +101834,Scanty chartreuse balinese,16,5,0.3125,8,1.8337371825850193,1.20746328,1.2248794493726498,13 +101835,Muzzy burgundy impala,52,7,0.1346153846153846,3,-0.8024729479326377,0.16837932,-0.6889041567018975,22 +101836,Slaphappy bronze seal,484,123,0.25413223140495866,8,1.8337371825850193,1.20746328,4.088509392309646,480 +101837,Nerdy aqua spitz,1,0,0.0,8,1.8337371825850193,1.20746328,1.997446269470092,1 +101838,Woozy magnolia dhole,1,0,0.0,5,-0.75417445104767,0.54077756,-0.524939451985628,0 +101839,Queasy sapphire tetra,42,12,0.2857142857142857,8,1.8337371825850193,1.20746328,0.7376358108216989,27 +101840,Muzzy olive lion,0,0,,8,1.8337371825850193,1.20746328,3.1753864431068455,0 +101841,Cranky brass kudu,445,98,0.2202247191011236,8,1.8337371825850193,1.20746328,3.171059242563064,430 +101842,Woolly coral seahorse,325,87,0.2676923076923077,8,1.8337371825850193,1.20746328,1.606208110285911,275 +101843,Crappy amaranth manatee,3,0,0.0,8,1.8337371825850193,1.20746328,2.5657983864482343,3 +101844,Sunny zucchini whale,0,0,,8,1.8337371825850193,1.20746328,2.157576955366076,0 +101845,Crabby brown jaguar,91,19,0.2087912087912088,5,-0.75417445104767,0.54077756,0.022131831139437952,43 +101846,Flimsy ultramarine urchin,90,14,0.15555555555555556,8,1.8337371825850193,1.20746328,0.3004138272648804,51 +101847,Woozy lime cuttlefish,220,61,0.2772727272727273,8,1.8337371825850193,1.20746328,1.899418999322107,199 +101848,Shaggy teal snail,0,0,,8,1.8337371825850193,1.20746328,4.179473653190625,0 +101849,Smelly pear terrier,130,34,0.26153846153846155,0,-0.06291694673634798,0.21505173,-0.0566440097847644,57 +101850,Beady azure frise,0,0,,8,1.8337371825850193,1.20746328,2.7028900046953783,0 +101851,Gloppy apricot butterfly,0,0,,8,1.8337371825850193,1.20746328,3.7591208944678867,0 +101852,Boozy wisteria jaguar,545,129,0.23669724770642203,8,1.8337371825850193,1.20746328,0.0012764274360195227,274 +101853,Sleepy brass frigatebird,390,89,0.2282051282051282,8,1.8337371825850193,1.20746328,-0.7802479183508644,120 +101854,Gummy saffron centipede,14,4,0.2857142857142857,8,1.8337371825850193,1.20746328,0.5503570282494739,9 +101855,Breezy lavender buzzard,4,0,0.0,8,1.8337371825850193,1.20746328,1.9430885429527003,4 +101856,Gimpy aquamarine husky,47,7,0.14893617021276595,0,-0.06291694673634798,0.21505173,0.15174745062686754,22 +101857,Freaky mauve newt,2,0,0.0,8,1.8337371825850193,1.20746328,0.14457300055241862,2 +101858,Homely cinnamon lizard,4,0,0.0,8,1.8337371825850193,1.20746328,1.0231715504549823,2 +101859,Blurry carmine capuchin,46,12,0.2608695652173913,8,1.8337371825850193,1.20746328,-0.2803826745187603,22 +101860,Bluesy amaranth corgi,2,0,0.0,8,1.8337371825850193,1.20746328,2.7532706470606003,2 +101861,Pokey brown seal,0,0,,3,-0.8024729479326377,0.16837932,-0.531374559198395,0 +101862,Gimpy ultramarine seahorse,562,155,0.27580071174377224,0,-0.06291694673634798,0.21505173,-0.4052636025499323,227 +101863,Tacky sapphire uakari,52,11,0.21153846153846154,1,0.10362242194528844,0.60319852,-0.10313740131146466,21 +101864,Snappy copper burmese,446,107,0.2399103139013453,7,1.323849017775678,0.16748833,1.3264844819565327,346 +101865,Wheezy harlequin okapi,2,0,0.0,8,1.8337371825850193,1.20746328,-0.19713883194411475,1 +101866,Gimpy magenta cattle,0,0,,8,1.8337371825850193,1.20746328,2.828529578655432,0 +101867,Scaly lavender stoat,0,0,,8,1.8337371825850193,1.20746328,2.677646013961264,0 +101868,Scaly pear salamander,0,0,,8,1.8337371825850193,1.20746328,-0.36237553932604216,0 +101869,Snippy platinum butterfly,332,93,0.28012048192771083,7,1.323849017775678,0.16748833,1.36401680805492,262 +101870,Seedy tangerine coati,15,1,0.06666666666666667,2,-0.6414514981355559,0.30978955,-0.5586042437850811,6 +101871,Crabby green drever,0,0,,6,1.4260677745360415,0.18131425,1.492306413614551,0 +101872,Fuzzy ruby pinscher,0,0,,8,1.8337371825850193,1.20746328,1.4043294612984922,0 +101873,Skanky mustard harrier,0,0,,2,-0.6414514981355559,0.30978955,-0.5296782668464768,0 +101874,Clammy bronze mau,35,8,0.22857142857142856,8,1.8337371825850193,1.20746328,2.850364543364125,33 +101875,Flimsy cyan affenpinscher,0,0,,8,1.8337371825850193,1.20746328,2.671374968877657,0 +101876,Homey green millipede,0,0,,1,0.10362242194528844,0.60319852,0.5693514069270394,0 +101877,Hazy burgundy cassowary,0,0,,8,1.8337371825850193,1.20746328,1.8545789997792326,0 +101878,Sickly olivine binturong,248,61,0.24596774193548387,8,1.8337371825850193,1.20746328,2.4447830172637706,221 +101879,Wimpy yellow hippopotamus,212,51,0.24056603773584906,8,1.8337371825850193,1.20746328,1.7148034943735013,182 +101880,Droopy aqua kiwi,81,27,0.3333333333333333,4,-0.24255405640856506,0.14264645,-0.2679582538917645,36 +101881,Baggy heliotrope clam,400,97,0.2425,8,1.8337371825850193,1.20746328,1.8733598897135266,348 +101882,Lanky black ant,1,0,0.0,8,1.8337371825850193,1.20746328,3.036075564738751,1 +101883,Craggy coral drever,0,0,,8,1.8337371825850193,1.20746328,1.4659506762830914,0 +101884,Wiggy yellow eagle,0,0,,6,1.4260677745360415,0.18131425,1.3411767294170966,0 +101885,Flabby chocolate dhole,8,1,0.125,8,1.8337371825850193,1.20746328,1.9160602292566307,7 +101886,Droopy apricot hamster,411,107,0.26034063260340634,2,-0.6414514981355559,0.30978955,-0.4161414946964769,180 +101887,Muzzy sangria foxhound,65,16,0.24615384615384617,0,-0.06291694673634798,0.21505173,0.09899465356393417,42 +101888,Muggy salmon wrasse,4,0,0.0,8,1.8337371825850193,1.20746328,1.4752190471017979,3 +101889,Snazzy asparagus tuatara,109,25,0.22935779816513763,8,1.8337371825850193,1.20746328,1.7550610132450688,100 +101890,Cheeky olivine greyhound,105,18,0.17142857142857143,8,1.8337371825850193,1.20746328,0.4825000469977534,65 +101891,Cloudy corn mongrel,31,7,0.22580645161290322,3,-0.8024729479326377,0.16837932,-0.5150212253310873,8 +101892,Gimpy malachite turkey,7,2,0.2857142857142857,8,1.8337371825850193,1.20746328,-0.5629134945129324,4 +101893,Woozy copper ostrich,0,0,,8,1.8337371825850193,1.20746328,1.6456716027179814,0 +101894,Stinky taupe cassowary,405,109,0.2691358024691358,8,1.8337371825850193,1.20746328,1.5676239423308556,334 +101895,Hilly mustard zebra,506,123,0.24308300395256918,8,1.8337371825850193,1.20746328,2.9678547582763706,474 +101896,Squirrely teal moth,8,0,0.0,8,1.8337371825850193,1.20746328,1.4066071372599984,8 +101897,Snappy periwinkle catfish,0,0,,8,1.8337371825850193,1.20746328,0.468101153630901,0 +101898,Snazzy lilac moorhen,487,138,0.28336755646817247,3,-0.8024729479326377,0.16837932,-0.8345072709794352,148 +101899,Lousy purple emu,0,0,,5,-0.75417445104767,0.54077756,-1.2707085532303115,0 +101900,Tacky pink bison,1,0,0.0,1,0.10362242194528844,0.60319852,-0.007117533782357438,1 +101901,Sloppy flax gorilla,22,3,0.13636363636363635,8,1.8337371825850193,1.20746328,2.5851169757563497,20 +101902,Randy cornflower whippet,3,1,0.3333333333333333,8,1.8337371825850193,1.20746328,3.321302935230191,3 +101903,Craggy ivory ocelot,0,0,,8,1.8337371825850193,1.20746328,2.7484441844075422,0 +101904,Fuzzy cinnabar malamute,1,0,0.0,8,1.8337371825850193,1.20746328,1.255573128549047,1 +101905,Ugly grey crane,200,47,0.235,8,1.8337371825850193,1.20746328,0.06687571232275324,112 +101906,Chewy coral hare,467,118,0.25267665952890794,8,1.8337371825850193,1.20746328,1.5213803070692116,393 +101907,Muggy coral guppy,269,82,0.3048327137546468,8,1.8337371825850193,1.20746328,2.722706722016249,243 +101908,Hilly turquoise rabbit,0,0,,2,-0.6414514981355559,0.30978955,-0.6070426808194385,0 +101909,Pokey khaki axolotl,508,120,0.23622047244094488,2,-0.6414514981355559,0.30978955,-0.9938041481495588,132 +101910,Paltry buff lizard,24,3,0.125,8,1.8337371825850193,1.20746328,0.6503567941858768,12 +101911,Greasy amethyst manatee,139,30,0.2158273381294964,8,1.8337371825850193,1.20746328,0.7793089819737276,97 +101912,Craggy purple yak,0,0,,8,1.8337371825850193,1.20746328,2.8123482835661893,0 +101913,Homey cyan bonobo,54,9,0.16666666666666666,8,1.8337371825850193,1.20746328,1.568040123021984,44 +101914,Tacky wisteria chamois,0,0,,8,1.8337371825850193,1.20746328,3.53244326579191,0 +101915,Sleazy cardinal tapir,0,0,,8,1.8337371825850193,1.20746328,2.9941552134053406,0 +101916,Zippy orange gecko,58,8,0.13793103448275862,8,1.8337371825850193,1.20746328,1.9168906356671709,46 +101917,Droopy charcoal iguana,0,0,,8,1.8337371825850193,1.20746328,1.3765308235597231,0 +101918,Freaky coral chimpanzee,92,23,0.25,8,1.8337371825850193,1.20746328,2.4525205302420727,89 +101919,Frumpy periwinkle mist,547,161,0.2943327239488117,8,1.8337371825850193,1.20746328,2.345070600987345,501 +101920,Snippy emerald raccoon,0,0,,8,1.8337371825850193,1.20746328,3.5729169405545145,0 +101921,Foggy ultramarine echidna,216,41,0.18981481481481483,8,1.8337371825850193,1.20746328,4.04656283774532,210 +101922,Messy azure bee,6,0,0.0,8,1.8337371825850193,1.20746328,0.44728855683215407,6 +101923,Wiggy scarlet caterpillar,54,14,0.25925925925925924,8,1.8337371825850193,1.20746328,2.395458933770265,48 +101924,Messy fuchsia uakari,51,15,0.29411764705882354,3,-0.8024729479326377,0.16837932,-0.9944620527237862,15 +101925,Leaky lime kangaroo,11,2,0.18181818181818182,8,1.8337371825850193,1.20746328,0.6387029936867781,10 +101926,Stuffy heliotrope penguin,100,23,0.23,3,-0.8024729479326377,0.16837932,-0.801316968339505,33 +101927,Seedy carmine sloth,0,0,,4,-0.24255405640856506,0.14264645,-0.11839887651967738,0 +101928,Bumpy brass wildebeest,583,167,0.2864493996569468,0,-0.06291694673634798,0.21505173,-0.09332673508431395,286 +101929,Skimpy indigo falcon,148,42,0.28378378378378377,8,1.8337371825850193,1.20746328,2.2972691605172857,138 +101930,Pasty flax slug,1,0,0.0,3,-0.8024729479326377,0.16837932,-0.9313749838737806,1 +101931,Geeky maroon shrew,0,0,,7,1.323849017775678,0.16748833,1.2892060685287619,0 +101932,Cheeky cornflower terrier,0,0,,8,1.8337371825850193,1.20746328,0.9529613263164344,0 +101933,Wheezy goldenrod coral,0,0,,8,1.8337371825850193,1.20746328,1.9389557278658385,0 +101934,Blurry amaranth catfish,530,122,0.23018867924528302,8,1.8337371825850193,1.20746328,2.4359013490447823,484 +101935,Hazy zucchini sloth,327,71,0.21712538226299694,0,-0.06291694673634798,0.21505173,0.4764974067306491,208 +101936,Ugly pink affenpinscher,2,1,0.5,2,-0.6414514981355559,0.30978955,-0.6190865995171289,2 +101937,Homey yellow anteater,254,72,0.28346456692913385,3,-0.8024729479326377,0.16837932,-0.8355157777189206,80 +101938,Slaphappy goldenrod civet,124,27,0.21774193548387097,8,1.8337371825850193,1.20746328,-1.3384504972188092,24 +101939,Thirsty seashell dingo,0,0,,2,-0.6414514981355559,0.30978955,-0.6186009725990818,0 +101940,Skinny orchid gharial,12,0,0.0,8,1.8337371825850193,1.20746328,0.20872221566949967,7 +101941,Lanky ecru affenpinscher,0,0,,8,1.8337371825850193,1.20746328,1.4855768717823319,0 +101942,Gamy champagne squid,0,0,,8,1.8337371825850193,1.20746328,2.413488803599669,0 +101943,Surly purple chinchilla,8,0,0.0,8,1.8337371825850193,1.20746328,1.3705236899253563,6 +101944,Lovely cobalt lobster,84,20,0.23809523809523808,8,1.8337371825850193,1.20746328,0.7543015815048948,57 +101945,Lumpy cream devil,33,7,0.21212121212121213,8,1.8337371825850193,1.20746328,-1.272955713742486,7 +101946,Geeky blue owl,0,0,,8,1.8337371825850193,1.20746328,2.645709797578186,0 +101947,Wiggy cardinal magpie,2,1,0.5,8,1.8337371825850193,1.20746328,0.5492487362083438,2 +101948,Clammy tan dachsbracke,382,94,0.24607329842931938,8,1.8337371825850193,1.20746328,2.82806912814479,364 +101949,Muzzy jade havanese,290,74,0.25517241379310346,8,1.8337371825850193,1.20746328,3.5931329528720144,281 +101950,Stinky apricot duck,179,42,0.2346368715083799,8,1.8337371825850193,1.20746328,1.42572605062068,150 +101951,Snoopy xanthic mole,25,6,0.24,8,1.8337371825850193,1.20746328,4.066218006313001,24 +101952,Woozy platinum grouse,0,0,,8,1.8337371825850193,1.20746328,4.668202062522508,0 +101953,Breezy sapphire termite,605,161,0.26611570247933886,8,1.8337371825850193,1.20746328,3.1654536434794966,571 +101954,Sunny gold flamingo,0,0,,8,1.8337371825850193,1.20746328,0.4982277478490478,0 +101955,Bluesy yellow whale,331,65,0.19637462235649547,8,1.8337371825850193,1.20746328,-0.18368329049550525,159 +101956,Grumpy maroon zorse,2,0,0.0,4,-0.24255405640856506,0.14264645,-0.08661887705213886,1 +101957,Woozy carmine coyote,46,10,0.21739130434782608,8,1.8337371825850193,1.20746328,1.3759537658155905,40 +101958,Ready purple lobster,0,0,,8,1.8337371825850193,1.20746328,2.174030758966066,0 +101959,Cloudy cornflower bulldog,0,0,,8,1.8337371825850193,1.20746328,1.5149785486438165,0 +101960,Skimpy ivory discus,0,0,,0,-0.06291694673634798,0.21505173,-0.46362083113091934,0 +101961,Bumpy aqua badger,1,0,0.0,8,1.8337371825850193,1.20746328,1.2426747832038465,1 +101962,Geeky cinnabar ray,2,0,0.0,8,1.8337371825850193,1.20746328,1.9929223064765993,1 +101963,Chewy burgundy spoonbill,289,75,0.25951557093425603,8,1.8337371825850193,1.20746328,2.04592360547004,257 +101964,Skimpy beige mouse,34,3,0.08823529411764706,0,-0.06291694673634798,0.21505173,-0.06750081648635366,16 +101965,Snazzy champagne bombay,0,0,,3,-0.8024729479326377,0.16837932,-0.727706031373251,0 +101966,Slimy cream horse,0,0,,8,1.8337371825850193,1.20746328,1.3163425933935167,0 +101967,Breezy lilac catfish,0,0,,0,-0.06291694673634798,0.21505173,0.23004030164345288,0 +101968,Slimy lavender tarsier,0,0,,8,1.8337371825850193,1.20746328,1.1358181123690574,0 +101969,Snazzy chocolate octopus,1,0,0.0,8,1.8337371825850193,1.20746328,0.8697371382354855,1 +101970,Muggy pear mayfly,295,62,0.21016949152542372,8,1.8337371825850193,1.20746328,3.4356259497928887,283 +101971,Snazzy lavender akita,467,119,0.25481798715203424,6,1.4260677745360415,0.18131425,1.2794206733384257,363 +101972,Freaky sangria urchin,11,1,0.09090909090909091,8,1.8337371825850193,1.20746328,2.697623191864099,10 +101973,Sickly razzmatazz mist,522,152,0.29118773946360155,8,1.8337371825850193,1.20746328,0.9558505821228788,379 +101974,Trippy sapphire cockroach,134,32,0.23880597014925373,5,-0.75417445104767,0.54077756,-1.5166263601270755,21 +101975,Lanky cream tarsier,45,14,0.3111111111111111,8,1.8337371825850193,1.20746328,2.9961749689475923,44 +101976,Bumpy jade emu,2,0,0.0,8,1.8337371825850193,1.20746328,1.2674424955025183,2 +101977,Cozy scarlet toad,181,46,0.2541436464088398,8,1.8337371825850193,1.20746328,1.9294939541670892,165 +101978,Crabby malachite clam,0,0,,8,1.8337371825850193,1.20746328,-0.7559915779657347,0 +101979,Skimpy platinum hippopotamus,23,5,0.21739130434782608,8,1.8337371825850193,1.20746328,-0.883089024154343,9 +101980,Wimpy mauve cuttlefish,0,0,,8,1.8337371825850193,1.20746328,2.19327767339343,0 +101981,Gloppy thistle sheep,31,6,0.1935483870967742,5,-0.75417445104767,0.54077756,-0.9263661635724272,6 +101982,Tacky periwinkle termite,335,82,0.24477611940298508,1,0.10362242194528844,0.60319852,-0.24463625339671863,141 +101983,Flimsy lime pinscher,0,0,,3,-0.8024729479326377,0.16837932,-0.5101016420602302,0 +101984,Cranky cinnabar akita,380,102,0.26842105263157895,8,1.8337371825850193,1.20746328,2.870818076034281,355 +101985,Muzzy denim booby,347,101,0.2910662824207493,8,1.8337371825850193,1.20746328,0.6816738112174026,230 +101986,Trippy white bloodhound,0,0,,8,1.8337371825850193,1.20746328,2.3103858144562444,0 +101987,Gimpy red bordeaux,0,0,,8,1.8337371825850193,1.20746328,0.11671516165231055,0 +101988,Woolly cinnamon chin,13,0,0.0,8,1.8337371825850193,1.20746328,0.8197173640060329,9 +101989,Queasy sepia loon,0,0,,8,1.8337371825850193,1.20746328,1.043563170665398,0 +101990,Flaky ivory ocelot,200,40,0.2,8,1.8337371825850193,1.20746328,0.5238750321714181,124 +101991,Sleepy red indri,31,6,0.1935483870967742,8,1.8337371825850193,1.20746328,2.171719541279344,27 +101992,Shabby red lynx,0,0,,8,1.8337371825850193,1.20746328,2.258936452849568,0 +101993,Breezy eggplant angora,0,0,,8,1.8337371825850193,1.20746328,3.27339667095872,0 +101994,Pretty rose bordeaux,4,0,0.0,8,1.8337371825850193,1.20746328,-0.3560656126105415,1 +101995,Squirrely sepia grouse,243,54,0.2222222222222222,8,1.8337371825850193,1.20746328,3.46703018799146,234 +101996,Scummy taupe walrus,0,0,,8,1.8337371825850193,1.20746328,2.88093772437633,0 +101997,Greasy linen dormouse,4,0,0.0,8,1.8337371825850193,1.20746328,0.44167344530369146,4 +101998,Lumpy sangria zebra,1,0,0.0,8,1.8337371825850193,1.20746328,0.7248676252328705,1 +101999,Sleazy coral bear,121,26,0.21487603305785125,8,1.8337371825850193,1.20746328,-0.284073118707064,48 +102000,Geeky pink bird,183,49,0.2677595628415301,8,1.8337371825850193,1.20746328,0.11545391733832533,90 +102001,Foggy sepia heron,6,1,0.16666666666666666,8,1.8337371825850193,1.20746328,2.352000955737998,6 +102002,Snappy azure dolphin,0,0,,1,0.10362242194528844,0.60319852,-0.002963208139541651,0 +102003,Jumpy ruby chicken,619,164,0.2649434571890145,8,1.8337371825850193,1.20746328,1.7520629976492823,534 +102004,Cozy magnolia coati,28,6,0.21428571428571427,8,1.8337371825850193,1.20746328,2.050438533498584,27 +102005,Ugly green ant,0,0,,8,1.8337371825850193,1.20746328,0.9671147025402989,0 +102006,Paltry firebrick okapi,132,23,0.17424242424242425,7,1.323849017775678,0.16748833,1.1649125058922636,104 +102007,Goopy gold kingfisher,315,81,0.2571428571428571,3,-0.8024729479326377,0.16837932,-0.8699783243137376,96 +102008,Snappy yellow flounder,231,56,0.24242424242424243,8,1.8337371825850193,1.20746328,1.702170023163387,198 +102009,Slaphappy turquoise terrier,84,15,0.17857142857142858,8,1.8337371825850193,1.20746328,0.7837401656137879,67 +102010,Gummy cinnabar cassowary,8,1,0.125,8,1.8337371825850193,1.20746328,1.540200611700261,5 +102011,Crabby beige gibbon,0,0,,8,1.8337371825850193,1.20746328,1.0077766414208251,0 +102012,Flaky apricot kingfisher,7,2,0.2857142857142857,8,1.8337371825850193,1.20746328,2.1664482767989486,7 +102013,Droopy seashell dugong,318,81,0.25471698113207547,8,1.8337371825850193,1.20746328,2.545028996417984,301 +102014,Craggy brass cockroach,1,0,0.0,4,-0.24255405640856506,0.14264645,-0.11038857560694146,0 +102015,Tacky cobalt beagle,21,7,0.3333333333333333,8,1.8337371825850193,1.20746328,2.4101869291319478,19 +102016,Gamy vermilion meerkat,43,5,0.11627906976744186,8,1.8337371825850193,1.20746328,1.864501710057973,39 +102017,Beady puce ragdoll,0,0,,1,0.10362242194528844,0.60319852,-0.6807545970031508,0 +102018,Slaphappy maroon sponge,1,0,0.0,6,1.4260677745360415,0.18131425,1.47363199535531,1 +102019,Sleepy sangria eel,2,0,0.0,8,1.8337371825850193,1.20746328,2.518460363523217,2 +102020,Cheeky indigo woodlouse,13,2,0.15384615384615385,8,1.8337371825850193,1.20746328,2.819656179664384,11 +102021,Slaphappy pear beagle,27,4,0.14814814814814814,8,1.8337371825850193,1.20746328,1.9247960268646187,24 +102022,Lousy copper okapi,0,0,,8,1.8337371825850193,1.20746328,1.998349130486986,0 +102023,Cheeky orange hound,58,14,0.2413793103448276,8,1.8337371825850193,1.20746328,2.7944347847882605,57 +102024,Lumpy cerulean husky,409,107,0.2616136919315403,0,-0.06291694673634798,0.21505173,-0.3425875616382885,175 +102025,Messy chestnut cichlid,214,60,0.2803738317757009,8,1.8337371825850193,1.20746328,-0.21220282590248019,93 +102026,Seedy chestnut anteater,120,26,0.21666666666666667,8,1.8337371825850193,1.20746328,3.050211927557367,120 +102027,Paltry fuchsia bordeaux,487,124,0.2546201232032854,8,1.8337371825850193,1.20746328,2.0258275540083126,423 +102028,Sunny violet mastiff,3,0,0.0,0,-0.06291694673634798,0.21505173,-0.05264806499410194,2 +102029,Sickly grey macaw,0,0,,8,1.8337371825850193,1.20746328,1.138284258659385,0 +102030,Slaphappy rust echidna,396,93,0.23484848484848486,8,1.8337371825850193,1.20746328,3.335884062404732,371 +102031,Crabby thistle boar,46,8,0.17391304347826086,6,1.4260677745360415,0.18131425,1.236516771165458,35 +102032,Crabby puce albatross,2,0,0.0,8,1.8337371825850193,1.20746328,0.954181341862982,1 +102033,Breezy eggplant capuchin,0,0,,8,1.8337371825850193,1.20746328,0.5322919885390711,0 +102034,Crabby razzmatazz chameleon,1,0,0.0,4,-0.24255405640856506,0.14264645,0.0026582550424980034,0 +102035,Flaky azure fox,366,90,0.2459016393442623,8,1.8337371825850193,1.20746328,1.005813748659787,260 +102036,Baggy mauve collie,0,0,,7,1.323849017775678,0.16748833,1.1595010492006512,0 +102037,Sleazy myrtle dalmatian,305,92,0.3016393442622951,2,-0.6414514981355559,0.30978955,-0.17082714419463713,147 +102038,Cheeky carmine dolphin,618,178,0.28802588996763756,8,1.8337371825850193,1.20746328,6.221145446226557,616 +102039,Tasty ruby chow,0,0,,2,-0.6414514981355559,0.30978955,-0.7306612470919969,0 +102040,Craggy green mammoth,610,168,0.2754098360655738,5,-0.75417445104767,0.54077756,-0.4918675245853198,237 +102041,Crappy tan salamander,0,0,,6,1.4260677745360415,0.18131425,1.4884858960089467,0 +102042,Shabby ochre burmese,0,0,,8,1.8337371825850193,1.20746328,1.6971185646654632,0 +102043,Bluesy cobalt vole,16,4,0.25,7,1.323849017775678,0.16748833,1.1384597342049945,15 +102044,Lovely cobalt numbat,5,0,0.0,8,1.8337371825850193,1.20746328,1.2212440753275475,2 +102045,Sleepy magnolia numbat,0,0,,8,1.8337371825850193,1.20746328,0.22180399963396025,0 +102046,Squirrely heliotrope dollar,2,0,0.0,8,1.8337371825850193,1.20746328,1.0236583125077052,2 +102047,Sloppy russet zebra,4,1,0.25,8,1.8337371825850193,1.20746328,1.6211628481630664,3 +102048,Foggy goldenrod iguana,0,0,,8,1.8337371825850193,1.20746328,0.09682890177325554,0 +102049,Crappy amethyst bat,3,0,0.0,8,1.8337371825850193,1.20746328,4.1992792699406385,3 +102050,Hazy turquoise fox,51,5,0.09803921568627451,7,1.323849017775678,0.16748833,1.4485986636507382,44 +102051,Squirrely black heron,0,0,,8,1.8337371825850193,1.20746328,2.7754256527810557,0 +102052,Grumpy chartreuse oriole,29,2,0.06896551724137931,8,1.8337371825850193,1.20746328,-0.08308884361294555,17 +102053,Skanky coral falcon,56,6,0.10714285714285714,0,-0.06291694673634798,0.21505173,0.02215315862084276,32 +102054,Skinny corn rattlesnake,1,0,0.0,8,1.8337371825850193,1.20746328,1.3889834455090977,1 +102055,Wiggy orchid drever,23,2,0.08695652173913043,8,1.8337371825850193,1.20746328,2.2071439222272033,16 +102056,Silly amaranth beetle,63,6,0.09523809523809523,6,1.4260677745360415,0.18131425,1.3602929674459108,58 +102057,Flaky orchid gar,48,4,0.08333333333333333,8,1.8337371825850193,1.20746328,2.6650759103297306,44 +102058,Muzzy firebrick fowl,142,34,0.23943661971830985,5,-0.75417445104767,0.54077756,-1.586030290289379,19 +102059,Lumpy peach ibis,35,7,0.2,8,1.8337371825850193,1.20746328,3.6041630786996794,33 +102060,Stuffy vermilion shrew,13,2,0.15384615384615385,8,1.8337371825850193,1.20746328,1.0224276748603056,9 +102061,Clammy tomato zebu,5,0,0.0,2,-0.6414514981355559,0.30978955,-0.651094761910759,3 +102062,Ugly ultramarine urchin,523,130,0.248565965583174,0,-0.06291694673634798,0.21505173,0.1415125192767583,253 +102063,Shaggy razzmatazz hamster,20,1,0.05,3,-0.8024729479326377,0.16837932,-0.8941891758187814,8 +102064,Cozy silver forest,1,0,0.0,8,1.8337371825850193,1.20746328,3.048426941220571,1 +102065,Slimy periwinkle numbat,148,40,0.2702702702702703,5,-0.75417445104767,0.54077756,-0.33197881565450904,59 +102066,Tacky myrtle avocet,2,0,0.0,8,1.8337371825850193,1.20746328,1.2435543319628914,2 +102067,Stuffy tangerine dalmatian,3,1,0.3333333333333333,8,1.8337371825850193,1.20746328,2.4377792386193926,3 +102068,Homely cardinal coyote,1,0,0.0,7,1.323849017775678,0.16748833,0.980096254323708,0 +102069,Tasty cerise hound,351,87,0.24786324786324787,8,1.8337371825850193,1.20746328,3.4048514990051197,339 +102070,Freaky cerise stoat,0,0,,4,-0.24255405640856506,0.14264645,-0.30238555321257293,0 +102071,Pasty champagne beagle,0,0,,8,1.8337371825850193,1.20746328,2.889235214212128,0 +102072,Ugly ultramarine grasshopper,49,7,0.14285714285714285,8,1.8337371825850193,1.20746328,2.714338467619597,43 +102073,Snoopy ecru numbat,0,0,,5,-0.75417445104767,0.54077756,-0.5031189677827657,0 +102074,Randy orchid lion,1,0,0.0,2,-0.6414514981355559,0.30978955,-0.2660651023786319,1 +102075,Pokey cardinal bordeaux,0,0,,8,1.8337371825850193,1.20746328,-0.017547232036595917,0 +102076,Sunny gold moth,292,74,0.2534246575342466,8,1.8337371825850193,1.20746328,1.3892841183268636,242 +102077,Baggy carmine chameleon,552,192,0.34782608695652173,8,1.8337371825850193,1.20746328,2.3440251835435286,513 +102078,Sleepy champagne zonkey,0,0,,8,1.8337371825850193,1.20746328,0.7692940466932474,0 +102079,Bumpy flax loon,0,0,,8,1.8337371825850193,1.20746328,1.3482077194686073,0 +102080,Goopy lemon mandrill,252,78,0.30952380952380953,8,1.8337371825850193,1.20746328,2.2372999993708955,227 +102081,Breezy jade buffalo,59,6,0.1016949152542373,8,1.8337371825850193,1.20746328,-0.518949012829609,23 +102082,Scanty gold jellyfish,0,0,,7,1.323849017775678,0.16748833,1.5617371553401318,0 +102083,Scanty white whale,0,0,,8,1.8337371825850193,1.20746328,0.6582882588826755,0 +102084,Messy amethyst numbat,0,0,,6,1.4260677745360415,0.18131425,1.359826587156868,0 +102085,Gummy pumpkin rat,0,0,,3,-0.8024729479326377,0.16837932,-0.9517525808012767,0 +102086,Bluesy seashell dormouse,0,0,,6,1.4260677745360415,0.18131425,1.499333973379506,0 +102087,Smelly maroon wolf,401,96,0.23940149625935161,8,1.8337371825850193,1.20746328,1.8927499192778765,355 +102088,Snappy orchid elephant,604,182,0.30132450331125826,8,1.8337371825850193,1.20746328,2.3513705835993512,552 +102089,Clammy violet squid,42,12,0.2857142857142857,8,1.8337371825850193,1.20746328,0.24501607129393177,27 +102090,Thirsty ochre clam,0,0,,8,1.8337371825850193,1.20746328,-0.0988635968445446,0 +102091,Skinny ochre bullfrog,99,23,0.23232323232323232,8,1.8337371825850193,1.20746328,1.3230773646900273,76 +102092,Chewy corn shrew,2,0,0.0,8,1.8337371825850193,1.20746328,3.7804466487693054,2 +102093,Cheeky cyan dachsbracke,32,4,0.125,3,-0.8024729479326377,0.16837932,-0.8849973561183749,7 +102094,Thirsty lavender shark,0,0,,2,-0.6414514981355559,0.30978955,-0.3083433561785764,0 +102095,Queasy chestnut monster,0,0,,1,0.10362242194528844,0.60319852,0.11958032899034465,0 +102096,Seedy magnolia ragdoll,0,0,,8,1.8337371825850193,1.20746328,1.8282225395146892,0 +102097,Hasty copper loon,343,91,0.2653061224489796,4,-0.24255405640856506,0.14264645,-0.01399227888210039,171 +102098,Gloppy saffron butterfly,633,173,0.27330173775671407,8,1.8337371825850193,1.20746328,0.6018439691253674,411 +102099,Crabby cerise zorse,1,0,0.0,8,1.8337371825850193,1.20746328,1.1144426975990798,1 +102100,Sloppy champagne zebra,7,0,0.0,1,0.10362242194528844,0.60319852,0.7244711155019183,6 +102101,Dorky indigo boar,12,1,0.08333333333333333,8,1.8337371825850193,1.20746328,3.5519034800504192,12 +102102,Crabby scarlet gecko,5,1,0.2,8,1.8337371825850193,1.20746328,2.84855945369067,5 +102103,Paltry apricot mayfly,67,16,0.23880597014925373,8,1.8337371825850193,1.20746328,0.21707819664403316,37 +102104,Skimpy periwinkle tetra,0,0,,2,-0.6414514981355559,0.30978955,-0.8786792485997182,0 +102105,Grumpy green chicken,0,0,,8,1.8337371825850193,1.20746328,2.6075448189075203,0 +102106,Clammy burgundy coral,338,89,0.26331360946745563,8,1.8337371825850193,1.20746328,1.3700388509233674,275 +102107,Chewy razzmatazz olm,338,101,0.2988165680473373,8,1.8337371825850193,1.20746328,2.553822962351693,315 +102108,Cozy emerald heron,152,42,0.27631578947368424,8,1.8337371825850193,1.20746328,3.255654366950119,147 +102109,Skinny auburn whippet,0,0,,8,1.8337371825850193,1.20746328,0.9936784106434938,0 +102110,Lumpy malachite cattle,16,3,0.1875,8,1.8337371825850193,1.20746328,0.6679143311723899,12 +102111,Gimpy chartreuse beaver,8,0,0.0,8,1.8337371825850193,1.20746328,1.6373571476947963,7 +102112,Chewy scarlet wombat,4,0,0.0,6,1.4260677745360415,0.18131425,1.3962329607841446,3 +102113,Scummy amber bracke,10,1,0.1,8,1.8337371825850193,1.20746328,1.719637280054009,7 +102114,Smelly burgundy llama,640,188,0.29375,8,1.8337371825850193,1.20746328,2.680626941922995,598 +102115,Muzzy aqua sponge,1,0,0.0,8,1.8337371825850193,1.20746328,2.360609362837809,1 +102116,Beady apricot wolf,57,7,0.12280701754385964,8,1.8337371825850193,1.20746328,2.3874419217715044,51 +102117,Homely taupe wolfhound,0,0,,8,1.8337371825850193,1.20746328,1.9721176350615632,0 +102118,Flimsy vermilion paradise,0,0,,8,1.8337371825850193,1.20746328,1.1247942483130327,0 +102119,Beady zucchini havanese,0,0,,8,1.8337371825850193,1.20746328,2.860501922853497,0 +102120,Hazy scarlet bird,185,36,0.1945945945945946,8,1.8337371825850193,1.20746328,2.105791008501507,169 +102121,Cozy indigo gharial,119,27,0.226890756302521,8,1.8337371825850193,1.20746328,2.8673449084440703,113 +102122,Shaky smalt cockroach,208,42,0.20192307692307693,8,1.8337371825850193,1.20746328,3.813455962228555,203 +102123,Homely amethyst bee,2,0,0.0,8,1.8337371825850193,1.20746328,1.7841472744893825,2 +102124,Beady chocolate spaniel,14,5,0.35714285714285715,8,1.8337371825850193,1.20746328,-0.011194041144438227,6 +102125,Sloppy white stoat,1,0,0.0,8,1.8337371825850193,1.20746328,-1.437944918314765,0 +102126,Slaphappy cinnamon mongrel,0,0,,5,-0.75417445104767,0.54077756,-1.7032178589527354,0 +102127,Lumpy saffron dolphin,0,0,,6,1.4260677745360415,0.18131425,1.514105584292595,0 +102128,Stuffy beige leopard,37,9,0.24324324324324326,8,1.8337371825850193,1.20746328,2.7326487070412533,36 +102129,Seedy orchid dingo,0,0,,8,1.8337371825850193,1.20746328,0.7572988466870221,0 +102130,Squeaky auburn barracuda,3,0,0.0,8,1.8337371825850193,1.20746328,0.10624942086355937,2 +102131,Seedy tomato gorilla,0,0,,8,1.8337371825850193,1.20746328,1.2487022773104934,0 +102132,Sickly aquamarine sloth,287,60,0.20905923344947736,8,1.8337371825850193,1.20746328,3.206195749001086,275 +102133,Lousy firebrick badger,599,161,0.2687813021702838,8,1.8337371825850193,1.20746328,1.488432237241355,491 +102134,Snappy coral warthog,0,0,,8,1.8337371825850193,1.20746328,0.761828659520525,0 +102135,Skanky ochre jackal,0,0,,8,1.8337371825850193,1.20746328,1.547860013725502,0 +102136,Shaggy crimson sponge,6,0,0.0,8,1.8337371825850193,1.20746328,1.352884796769823,4 +102137,Lanky ivory mule,12,1,0.08333333333333333,8,1.8337371825850193,1.20746328,1.65101557704088,7 +102138,Pasty celadon shrew,0,0,,8,1.8337371825850193,1.20746328,0.7783051408233068,0 +102139,Tacky magenta worm,258,65,0.25193798449612403,1,0.10362242194528844,0.60319852,-0.3851653392056403,104 +102140,Crappy copper sheepdog,437,113,0.2585812356979405,8,1.8337371825850193,1.20746328,4.840323195109866,435 +102141,Flaky eggplant quail,0,0,,8,1.8337371825850193,1.20746328,0.5815418410779536,0 +102142,Cozy wheat dogfish,489,152,0.310838445807771,3,-0.8024729479326377,0.16837932,-0.9732758623824485,134 +102143,Blurry ultramarine vole,59,14,0.23728813559322035,8,1.8337371825850193,1.20746328,1.056078376795316,37 +102144,Squirrely ivory chow,0,0,,8,1.8337371825850193,1.20746328,2.309589526937562,0 +102145,Flabby razzmatazz snake,460,141,0.3065217391304348,8,1.8337371825850193,1.20746328,1.4345746279816578,367 +102146,Sloppy olive hedgehog,16,7,0.4375,8,1.8337371825850193,1.20746328,4.378636439330819,16 +102147,Ready emerald gharial,518,128,0.2471042471042471,3,-0.8024729479326377,0.16837932,-0.9375811985227231,150 +102148,Freaky amethyst bobcat,60,17,0.2833333333333333,0,-0.06291694673634798,0.21505173,-0.22376493490456079,35 +102149,Squirrely salmon neanderthal,6,1,0.16666666666666666,5,-0.75417445104767,0.54077756,-1.1180554906131532,0 +102150,Woolly goldenrod horse,35,6,0.17142857142857143,0,-0.06291694673634798,0.21505173,0.16867965975062782,18 +102151,Lumpy eggplant llama,2,0,0.0,8,1.8337371825850193,1.20746328,2.261210789559828,2 +102152,Jumpy russet kiwi,0,0,,8,1.8337371825850193,1.20746328,1.0208395120086302,0 +102153,Cloudy turquoise tuatara,455,105,0.23076923076923078,8,1.8337371825850193,1.20746328,-0.11815372331318108,212 +102154,Pokey green mongrel,553,160,0.28933092224231466,8,1.8337371825850193,1.20746328,1.6270195338550795,467 +102155,Wimpy green raccoon,9,0,0.0,8,1.8337371825850193,1.20746328,1.6934294411574398,6 +102156,Leaky harlequin beagle,126,30,0.23809523809523808,8,1.8337371825850193,1.20746328,2.1890089280642053,116 +102157,Wheezy khaki wolverine,0,0,,8,1.8337371825850193,1.20746328,1.5838523143740117,0 +102158,Freaky harlequin anteater,0,0,,0,-0.06291694673634798,0.21505173,-0.12761425716382854,0 +102159,Sloppy gold salamander,36,5,0.1388888888888889,8,1.8337371825850193,1.20746328,5.03406037653215,36 +102160,Tasty apricot skunk,494,129,0.2611336032388664,8,1.8337371825850193,1.20746328,1.1889284928954522,387 +102161,Blurry saffron woodlouse,0,0,,8,1.8337371825850193,1.20746328,2.680586858136234,0 +102162,Baggy zucchini frog,92,26,0.2826086956521739,0,-0.06291694673634798,0.21505173,-0.025360606994375708,42 +102163,Hazy harlequin vole,349,110,0.3151862464183381,8,1.8337371825850193,1.20746328,-1.170615791303343,63 +102164,Shabby brown meerkat,0,0,,6,1.4260677745360415,0.18131425,1.019585300660209,0 +102165,Trippy platinum axolotl,0,0,,8,1.8337371825850193,1.20746328,-0.701207498370894,0 +102166,Droopy periwinkle drever,516,137,0.2655038759689923,8,1.8337371825850193,1.20746328,4.313849051471825,507 +102167,Tacky white quokka,1,0,0.0,8,1.8337371825850193,1.20746328,1.8950282037688215,1 +102168,Boozy gold newt,0,0,,8,1.8337371825850193,1.20746328,3.012119752593624,0 +102169,Snazzy orchid ragdoll,43,9,0.20930232558139536,8,1.8337371825850193,1.20746328,3.0547192920841044,42 +102170,Flimsy charcoal lizard,429,104,0.24242424242424243,8,1.8337371825850193,1.20746328,0.5001416395102758,265 +102171,Blurry maroon kakapo,344,76,0.22093023255813954,8,1.8337371825850193,1.20746328,1.717581929874384,281 +102172,Flabby corn fossa,13,0,0.0,8,1.8337371825850193,1.20746328,0.08086978789568366,7 +102173,Bluesy teal vole,0,0,,8,1.8337371825850193,1.20746328,2.537710810682497,0 +102174,Bumpy olivine quoll,3,1,0.3333333333333333,8,1.8337371825850193,1.20746328,2.0985362154713454,3 +102175,Baggy crimson whale,598,153,0.25585284280936454,1,0.10362242194528844,0.60319852,0.8044294253862405,429 +102176,Pokey yellow bongo,0,0,,7,1.323849017775678,0.16748833,1.6371341542832285,0 +102177,Thirsty cinnamon barb,0,0,,0,-0.06291694673634798,0.21505173,-0.32129058861937965,0 +102178,Muggy puce dachsbracke,92,21,0.22826086956521738,8,1.8337371825850193,1.20746328,2.1841973175480742,82 +102179,Scummy jade coati,4,0,0.0,8,1.8337371825850193,1.20746328,2.0115881344296667,4 +102180,Wimpy charcoal dolphin,6,0,0.0,8,1.8337371825850193,1.20746328,1.2845723070617137,4 +102181,Surly plum frise,1,0,0.0,8,1.8337371825850193,1.20746328,0.6881100420111654,1 +102182,Zippy tan falcon,0,0,,1,0.10362242194528844,0.60319852,-0.11838430726361772,0 +102183,Slimy tomato kakapo,0,0,,3,-0.8024729479326377,0.16837932,-0.7834497113400241,0 +102184,Leaky magnolia shark,0,0,,5,-0.75417445104767,0.54077756,-1.0801642328852954,0 +102185,Squeaky orange oyster,0,0,,8,1.8337371825850193,1.20746328,2.9222609874032273,0 +102186,Goopy brown rottweiler,2,0,0.0,8,1.8337371825850193,1.20746328,1.7993439043410893,2 +102187,Bluesy azure vole,0,0,,8,1.8337371825850193,1.20746328,2.0767225961990023,0 +102188,Smelly red nightingale,6,0,0.0,8,1.8337371825850193,1.20746328,1.1804688354574115,4 +102189,Leaky violet ray,519,133,0.25626204238921,5,-0.75417445104767,0.54077756,-1.1103236813213986,131 +102190,Droopy magnolia flamingo,0,0,,8,1.8337371825850193,1.20746328,0.5470242096814146,0 +102191,Scanty cobalt bloodhound,311,88,0.2829581993569132,8,1.8337371825850193,1.20746328,0.5900234165525704,195 +102192,Stealthy aquamarine meerkat,50,7,0.14,8,1.8337371825850193,1.20746328,-0.7536486892597334,12 +102193,Blurry red binturong,0,0,,8,1.8337371825850193,1.20746328,0.8157888767384767,0 +102194,Queasy pink gar,0,0,,8,1.8337371825850193,1.20746328,0.9061729672952317,0 +102195,Ready flax chihuahua,27,3,0.1111111111111111,8,1.8337371825850193,1.20746328,3.21031267882313,26 +102196,Flabby orange falcon,7,1,0.14285714285714285,8,1.8337371825850193,1.20746328,0.3637389751591438,5 +102197,Flimsy periwinkle cow,4,1,0.25,5,-0.75417445104767,0.54077756,-1.3755205986816723,2 +102198,Gamy khaki bobcat,0,0,,8,1.8337371825850193,1.20746328,0.012395520632904056,0 +102199,Blurry asparagus drever,0,0,,6,1.4260677745360415,0.18131425,1.3105742110130634,0 +102200,Gloppy aquamarine newt,548,133,0.2427007299270073,8,1.8337371825850193,1.20746328,2.13843393921714,504 +102201,Skinny myrtle manatee,1,0,0.0,3,-0.8024729479326377,0.16837932,-0.9932930946462498,1 +102202,Messy cobalt mayfly,1,0,0.0,8,1.8337371825850193,1.20746328,1.9846951632733358,1 +102203,Fuzzy malachite wildebeest,32,4,0.125,8,1.8337371825850193,1.20746328,-0.4181962882522168,15 +102204,Stinky razzmatazz quokka,0,0,,8,1.8337371825850193,1.20746328,2.0051919763548445,0 +102205,Randy corn mandrill,2,2,1.0,8,1.8337371825850193,1.20746328,1.7620806583820685,2 +102206,Wiggy myrtle grasshopper,0,0,,2,-0.6414514981355559,0.30978955,-0.5267767238866805,0 +102207,Homey grey warthog,0,0,,8,1.8337371825850193,1.20746328,0.9152050979299539,0 +102208,Cranky thistle jellyfish,0,0,,8,1.8337371825850193,1.20746328,3.8729287138547583,0 +102209,Zippy mustard bison,0,0,,8,1.8337371825850193,1.20746328,2.5736603670954357,0 +102210,Lumpy lilac gecko,534,164,0.30711610486891383,8,1.8337371825850193,1.20746328,2.259036226928986,483 +102211,Lumpy purple serval,0,0,,8,1.8337371825850193,1.20746328,2.008058470932165,0 +102212,Flabby champagne fowl,19,4,0.21052631578947367,3,-0.8024729479326377,0.16837932,-0.8526163042307144,7 +102213,Paltry chartreuse camel,135,25,0.18518518518518517,8,1.8337371825850193,1.20746328,1.8084841622354484,118 +102214,Flabby burgundy fousek,241,52,0.2157676348547718,7,1.323849017775678,0.16748833,1.4786799948228613,205 +102215,Ready cerise quetzal,5,0,0.0,8,1.8337371825850193,1.20746328,2.4185198894114937,5 +102216,Greasy scarlet jaguar,0,0,,8,1.8337371825850193,1.20746328,1.570226603572705,0 +102217,Homey purple opossum,11,1,0.09090909090909091,2,-0.6414514981355559,0.30978955,-1.1922420354202508,4 +102218,Zippy gamboge cassowary,5,0,0.0,8,1.8337371825850193,1.20746328,-0.22309193365317892,2 +102219,Stuffy lavender crab,7,2,0.2857142857142857,8,1.8337371825850193,1.20746328,2.884690548212764,7 +102220,Tacky pink bobcat,24,1,0.041666666666666664,8,1.8337371825850193,1.20746328,4.72607079298394,24 +102221,Squeaky crimson numbat,0,0,,8,1.8337371825850193,1.20746328,1.6920635742776602,0 +102222,Lumpy aqua macaw,558,147,0.26344086021505375,8,1.8337371825850193,1.20746328,2.3624875794224915,511 +102223,Sickly viridian hummingbird,23,3,0.13043478260869565,8,1.8337371825850193,1.20746328,0.3154398268263008,18 +102224,Crappy vermilion hyena,460,107,0.2326086956521739,8,1.8337371825850193,1.20746328,1.586524870901368,384 +102225,Sunny brass lemur,32,3,0.09375,8,1.8337371825850193,1.20746328,2.6490860995853485,28 +102226,Nerdy chestnut harrier,0,0,,8,1.8337371825850193,1.20746328,2.2857744397091126,0 +102227,Cranky taupe booby,0,0,,8,1.8337371825850193,1.20746328,1.6375057764226377,0 +102228,Thirsty smalt mole,203,53,0.26108374384236455,8,1.8337371825850193,1.20746328,2.178192621323106,180 +102229,Ready mauve akita,2,0,0.0,2,-0.6414514981355559,0.30978955,-0.86680207462239,0 +102230,Sleazy maroon molly,1,0,0.0,2,-0.6414514981355559,0.30978955,-0.6969512968668053,0 +102231,Gimpy chocolate ostrich,1,0,0.0,8,1.8337371825850193,1.20746328,2.115910116513091,1 +102232,Leaky violet kudu,353,84,0.23796033994334279,8,1.8337371825850193,1.20746328,4.338372706662767,350 +102233,Chewy eggplant bear,0,0,,8,1.8337371825850193,1.20746328,2.59273199305741,0 +102234,Lanky cardinal zebra,8,0,0.0,8,1.8337371825850193,1.20746328,0.993378682741089,6 +102235,Scaly white dogfish,6,1,0.16666666666666666,8,1.8337371825850193,1.20746328,-0.7872576828906142,3 +102236,Whiny cinnabar gar,4,0,0.0,4,-0.24255405640856506,0.14264645,-0.4411095062533251,2 +102237,Flimsy gold tapir,413,93,0.22518159806295399,8,1.8337371825850193,1.20746328,0.8734356119582355,308 +102238,Crappy cyan tiger,0,0,,2,-0.6414514981355559,0.30978955,-1.148041902154237,0 +102239,Breezy ultramarine panda,80,15,0.1875,1,0.10362242194528844,0.60319852,-0.5393189824501964,25 +102240,Homely celadon setter,104,25,0.2403846153846154,8,1.8337371825850193,1.20746328,3.5991248725681215,101 +102241,Hilly scarlet skunk,94,24,0.2553191489361702,4,-0.24255405640856506,0.14264645,-0.1353825462590454,43 +102242,Queasy copper opossum,0,0,,8,1.8337371825850193,1.20746328,3.054205343922172,0 +102243,Homey white mole,0,0,,8,1.8337371825850193,1.20746328,2.6804607748170053,0 +102244,Grumpy bistre bobcat,113,21,0.18584070796460178,8,1.8337371825850193,1.20746328,4.417782067056242,108 +102245,Ugly magenta stoat,531,184,0.3465160075329567,7,1.323849017775678,0.16748833,1.4311181631226804,424 +102246,Slimy rust kudu,82,12,0.14634146341463414,8,1.8337371825850193,1.20746328,-0.28178476710309,32 +102247,Homey emerald falcon,44,12,0.2727272727272727,8,1.8337371825850193,1.20746328,1.087130573650918,31 +102248,Skimpy tomato anteater,1,0,0.0,7,1.323849017775678,0.16748833,1.3259847837032797,1 +102249,Squirrely gamboge rhinoceros,0,0,,8,1.8337371825850193,1.20746328,3.4075793289409635,0 +102250,Gloppy lilac sloth,599,155,0.2587646076794658,8,1.8337371825850193,1.20746328,1.104129965538706,448 +102251,Clammy pink saola,557,133,0.23877917414721722,8,1.8337371825850193,1.20746328,3.0890333416585003,535 +102252,Gummy azure moose,321,95,0.29595015576323985,8,1.8337371825850193,1.20746328,2.086755325724542,280 +102253,Snappy buff barb,101,27,0.26732673267326734,8,1.8337371825850193,1.20746328,2.2348195126433685,92 +102254,Pokey chestnut spitz,3,0,0.0,8,1.8337371825850193,1.20746328,2.3336329305936383,3 +102255,Gloppy alizarin squid,0,0,,8,1.8337371825850193,1.20746328,0.6354362536671061,0 +102256,Foggy fuchsia cassowary,0,0,,8,1.8337371825850193,1.20746328,2.5017467781205895,0 +102257,Snazzy russet quoll,119,28,0.23529411764705882,8,1.8337371825850193,1.20746328,1.8247890026636513,101 +102258,Sleepy harlequin ladybird,11,1,0.09090909090909091,8,1.8337371825850193,1.20746328,1.1399963340747679,8 +102259,Wimpy pear meerkat,271,57,0.21033210332103322,0,-0.06291694673634798,0.21505173,-0.0780580120679511,133 +102260,Geeky malachite mule,33,6,0.18181818181818182,8,1.8337371825850193,1.20746328,2.5119411826245037,28 +102261,Randy champagne skunk,2,0,0.0,0,-0.06291694673634798,0.21505173,0.04724194495144478,2 +102262,Scummy cream paradise,50,4,0.08,8,1.8337371825850193,1.20746328,2.6006640693966663,49 +102263,Lousy teal olm,0,0,,8,1.8337371825850193,1.20746328,3.4959703417967978,0 +102264,Snippy violet centipede,0,0,,8,1.8337371825850193,1.20746328,1.694652909369912,0 +102265,Lousy corn snail,19,3,0.15789473684210525,8,1.8337371825850193,1.20746328,0.7195763896241449,11 +102266,Foggy russet tiger,40,11,0.275,8,1.8337371825850193,1.20746328,2.1369244874896225,35 +102267,Chummy maroon jellyfish,22,2,0.09090909090909091,2,-0.6414514981355559,0.30978955,-1.2745905891090854,5 +102268,Slimy smalt turtle,30,3,0.1,6,1.4260677745360415,0.18131425,1.4340833502496055,20 +102269,Crappy black akita,0,0,,8,1.8337371825850193,1.20746328,2.2445546999410855,0 +102270,Shaggy salmon buffalo,335,70,0.208955223880597,8,1.8337371825850193,1.20746328,2.831281025871542,314 +102271,Gamy violet whale,73,20,0.273972602739726,8,1.8337371825850193,1.20746328,2.60095210885826,70 +102272,Homely goldenrod panda,30,1,0.03333333333333333,0,-0.06291694673634798,0.21505173,-0.10938272320017173,14 +102273,Gamy magnolia dachshund,2,0,0.0,8,1.8337371825850193,1.20746328,-0.5049419296794446,1 +102274,Shaggy brass emu,1,0,0.0,8,1.8337371825850193,1.20746328,2.1464503093261533,1 +102275,Dorky ecru bear,18,3,0.16666666666666666,8,1.8337371825850193,1.20746328,2.3113831708708816,18 +102276,Bumpy burgundy hedgehog,12,2,0.16666666666666666,8,1.8337371825850193,1.20746328,0.6713066795254501,8 +102277,Sunny violet barnacle,15,4,0.26666666666666666,1,0.10362242194528844,0.60319852,0.8512626430329546,12 +102278,Queasy aquamarine spitz,2,0,0.0,8,1.8337371825850193,1.20746328,2.1454890390027286,1 +102279,Gloppy razzmatazz cattle,415,77,0.1855421686746988,7,1.323849017775678,0.16748833,1.2742779276330998,318 +102280,Chummy tan cheetah,4,0,0.0,4,-0.24255405640856506,0.14264645,-0.22538644492212412,2 +102281,Pokey fuchsia collie,22,3,0.13636363636363635,8,1.8337371825850193,1.20746328,2.7428442156630357,21 +102282,Whiny fuchsia spoonbill,371,110,0.29649595687331537,8,1.8337371825850193,1.20746328,1.1725802764706819,281 +102283,Gummy sangria quokka,182,49,0.2692307692307692,8,1.8337371825850193,1.20746328,2.4369488715216363,172 +102284,Baggy asparagus cougar,15,2,0.13333333333333333,8,1.8337371825850193,1.20746328,2.6138375919329784,13 +102285,Queasy pumpkin lynx,0,0,,8,1.8337371825850193,1.20746328,2.271540957433791,0 +102286,Stuffy sapphire saola,0,0,,5,-0.75417445104767,0.54077756,-0.7973289191284093,0 +102287,Wheezy lime rat,7,1,0.14285714285714285,3,-0.8024729479326377,0.16837932,-0.8412973578774707,5 +102288,Snappy carmine bombay,0,0,,8,1.8337371825850193,1.20746328,1.6882884164177674,0 +102289,Nerdy crimson shrew,64,9,0.140625,8,1.8337371825850193,1.20746328,1.8655863077116719,54 +102290,Snappy ruby crocodile,0,0,,8,1.8337371825850193,1.20746328,2.4622373718441173,0 +102291,Baggy rose deer,4,1,0.25,8,1.8337371825850193,1.20746328,2.8029648107463414,4 +102292,Slimy cerise shark,605,164,0.27107438016528923,8,1.8337371825850193,1.20746328,4.45073083768489,594 +102293,Muggy rose mastiff,0,0,,8,1.8337371825850193,1.20746328,2.307540367424575,0 +102294,Gamy russet bat,0,0,,8,1.8337371825850193,1.20746328,1.2128931044823394,0 +102295,Slimy heliotrope camel,0,0,,8,1.8337371825850193,1.20746328,2.181576059789999,0 +102296,Wheezy cyan starfish,0,0,,8,1.8337371825850193,1.20746328,1.1645235049649827,0 +102297,Tasty auburn bulldog,2,0,0.0,8,1.8337371825850193,1.20746328,-0.9540371057828718,2 +102298,Lanky amethyst earwig,1,0,0.0,8,1.8337371825850193,1.20746328,-0.9495725002984297,0 +102299,Bumpy ecru opossum,19,4,0.21052631578947367,8,1.8337371825850193,1.20746328,0.6841344444489017,14 +102300,Nerdy olive avocet,21,2,0.09523809523809523,8,1.8337371825850193,1.20746328,1.475940709188182,19 +102301,Craggy mustard seal,0,0,,8,1.8337371825850193,1.20746328,3.5948550661150183,0 +102302,Hazy chestnut wolfhound,210,48,0.22857142857142856,8,1.8337371825850193,1.20746328,0.660463227250641,136 +102303,Gloppy xanthic raccoon,0,0,,8,1.8337371825850193,1.20746328,1.4704239821979597,0 +102304,Snoopy auburn woodlouse,457,138,0.30196936542669583,8,1.8337371825850193,1.20746328,-0.42391049974282335,170 +102305,Cozy aqua jellyfish,1,0,0.0,8,1.8337371825850193,1.20746328,1.9410653188462346,1 +102306,Wheezy razzmatazz bullfrog,185,43,0.23243243243243245,7,1.323849017775678,0.16748833,1.1923966691294106,139 +102307,Chummy firebrick fousek,537,169,0.31471135940409684,7,1.323849017775678,0.16748833,1.2910434318573865,417 +102308,Sloppy plum zebu,0,0,,5,-0.75417445104767,0.54077756,-0.03152768344599133,0 +102309,Cozy violet bear,0,0,,8,1.8337371825850193,1.20746328,1.703689865521945,0 +102310,Muzzy beige goat,0,0,,8,1.8337371825850193,1.20746328,1.4117326323810597,0 +102311,Homely lavender fowl,0,0,,8,1.8337371825850193,1.20746328,1.7499150557295742,0 +102312,Gimpy ecru koala,0,0,,8,1.8337371825850193,1.20746328,1.0595923182809672,0 +102313,Homey grey camel,0,0,,5,-0.75417445104767,0.54077756,-0.7319746875427047,0 +102314,Smelly alizarin paradise,0,0,,8,1.8337371825850193,1.20746328,2.904496327959678,0 +102315,Ready eggplant caiman,437,121,0.2768878718535469,1,0.10362242194528844,0.60319852,0.5191761541554593,271 +102316,Snoopy grey whale,557,148,0.26570915619389585,8,1.8337371825850193,1.20746328,1.518136520894369,451 +102317,Flabby sepia swan,51,8,0.1568627450980392,8,1.8337371825850193,1.20746328,1.6518360073332183,40 +102318,Lanky bistre neanderthal,495,137,0.2767676767676768,8,1.8337371825850193,1.20746328,0.727784020876302,335 +102319,Chummy cornflower hyrax,464,111,0.23922413793103448,8,1.8337371825850193,1.20746328,1.4299342884927246,371 +102320,Lumpy lavender elephant,0,0,,8,1.8337371825850193,1.20746328,0.912878593611505,0 +102321,Wimpy viridian audemer,15,4,0.26666666666666666,8,1.8337371825850193,1.20746328,1.337523293645031,14 +102322,Boozy aqua kudu,143,31,0.21678321678321677,2,-0.6414514981355559,0.30978955,-0.902895333244871,52 +102323,Hilly salmon tamarin,215,41,0.19069767441860466,7,1.323849017775678,0.16748833,1.1451751352523087,168 +102324,Randy periwinkle goat,0,0,,5,-0.75417445104767,0.54077756,-1.6773703906820845,0 +102325,Hilly olive mole,0,0,,6,1.4260677745360415,0.18131425,1.366914991264922,0 +102326,Lousy rose hamster,127,30,0.23622047244094488,8,1.8337371825850193,1.20746328,0.10348432265195395,75 +102327,Crappy wisteria dog,8,4,0.5,8,1.8337371825850193,1.20746328,3.9257085640986613,8 +102328,Nerdy scarlet frise,0,0,,3,-0.8024729479326377,0.16837932,-0.9575308311324756,0 +102329,Tasty beige donkey,368,93,0.25271739130434784,8,1.8337371825850193,1.20746328,2.625664746931217,346 +102330,Smelly rust penguin,0,0,,8,1.8337371825850193,1.20746328,3.0693190022401984,0 +102331,Dorky cobalt lizard,18,8,0.4444444444444444,8,1.8337371825850193,1.20746328,0.9644612618501868,15 +102332,Beady black kudu,2,0,0.0,5,-0.75417445104767,0.54077756,-0.14194278135774585,2 +102333,Squirrely wisteria stoat,0,0,,8,1.8337371825850193,1.20746328,2.115012123891857,0 +102334,Sleazy ivory cattle,92,20,0.21739130434782608,8,1.8337371825850193,1.20746328,-0.40896423642223834,37 +102335,Wheezy cardinal armadillo,3,0,0.0,8,1.8337371825850193,1.20746328,2.6507236787352095,2 +102336,Frumpy tangerine sloth,0,0,,8,1.8337371825850193,1.20746328,1.6148838599950497,0 +102337,Droopy lemon drever,0,0,,7,1.323849017775678,0.16748833,1.4808500495306793,0 +102338,Whiny thistle saola,204,63,0.3088235294117647,7,1.323849017775678,0.16748833,1.2458219589687936,152 +102339,Stuffy flax terrier,60,13,0.21666666666666667,8,1.8337371825850193,1.20746328,0.7423213233588457,41 +102340,Homely razzmatazz hare,27,5,0.18518518518518517,8,1.8337371825850193,1.20746328,1.4651384977754547,21 +102341,Muzzy purple scorpion,406,100,0.24630541871921183,3,-0.8024729479326377,0.16837932,-0.8056075558797138,126 +102342,Zippy rose iguana,633,201,0.3175355450236967,8,1.8337371825850193,1.20746328,2.082231721205499,567 +102343,Flaky gold lynx,0,0,,8,1.8337371825850193,1.20746328,2.523664664095723,0 +102344,Lumpy periwinkle gar,0,0,,8,1.8337371825850193,1.20746328,3.8105036102813123,0 +102345,Sleepy olive collie,13,2,0.15384615384615385,8,1.8337371825850193,1.20746328,2.1592001662520603,13 +102346,Crabby chestnut tang,0,0,,8,1.8337371825850193,1.20746328,2.2890105138709385,0 +102347,Hazy cream flounder,40,8,0.2,8,1.8337371825850193,1.20746328,0.7335724444572329,26 +102348,Slaphappy asparagus caterpillar,87,26,0.2988505747126437,5,-0.75417445104767,0.54077756,-0.010010499908350456,39 +102349,Muzzy alizarin bloodhound,395,114,0.28860759493670884,8,1.8337371825850193,1.20746328,0.6371349060935021,264 +102350,Wheezy heliotrope bombay,172,36,0.20930232558139536,8,1.8337371825850193,1.20746328,1.852685658662743,153 +102351,Flimsy emerald hummingbird,171,43,0.25146198830409355,8,1.8337371825850193,1.20746328,2.4085493696800446,156 +102352,Dorky ecru badger,289,75,0.25951557093425603,3,-0.8024729479326377,0.16837932,-0.7601708661996306,97 +102353,Sickly heliotrope clam,1,0,0.0,8,1.8337371825850193,1.20746328,2.305628788956061,1 +102354,Homely yellow hedgehog,1,0,0.0,8,1.8337371825850193,1.20746328,3.0867884775553156,1 +102355,Frumpy black quoll,0,0,,8,1.8337371825850193,1.20746328,1.4917153138965167,0 +102356,Shaggy cinnabar frigatebird,39,5,0.1282051282051282,8,1.8337371825850193,1.20746328,2.257259910459942,37 +102357,Sunny taupe ray,241,78,0.3236514522821577,8,1.8337371825850193,1.20746328,2.429560488738474,223 +102358,Bluesy taupe ferret,38,5,0.13157894736842105,8,1.8337371825850193,1.20746328,0.448917097365213,16 +102359,Whiny malachite barnacle,268,56,0.208955223880597,8,1.8337371825850193,1.20746328,1.423864591450821,209 +102360,Craggy cinnamon toucan,404,110,0.2722772277227723,3,-0.8024729479326377,0.16837932,-1.1238802431265562,94 +102361,Wimpy ultramarine catfish,3,1,0.3333333333333333,5,-0.75417445104767,0.54077756,-0.5941118157497053,1 +102362,Gimpy maroon olm,3,2,0.6666666666666666,8,1.8337371825850193,1.20746328,3.9099557423653915,2 +102363,Droopy scarlet bloodhound,153,28,0.1830065359477124,8,1.8337371825850193,1.20746328,0.2956702324989622,85 +102364,Leaky aquamarine uguisu,514,127,0.24708171206225682,0,-0.06291694673634798,0.21505173,-0.1188655081712088,224 +102365,Wheezy ivory chicken,17,0,0.0,8,1.8337371825850193,1.20746328,-2.070291150186451,1 +102366,Wiggy champagne labradoodle,3,2,0.6666666666666666,8,1.8337371825850193,1.20746328,3.5831615335027522,3 +102367,Flimsy carmine magpie,0,0,,8,1.8337371825850193,1.20746328,2.953384428572191,0 +102368,Lousy lemon moth,350,89,0.2542857142857143,8,1.8337371825850193,1.20746328,2.8312450361850563,328 +102369,Gamy champagne rattlesnake,204,50,0.24509803921568626,8,1.8337371825850193,1.20746328,3.9448307821437942,203 +102370,Shabby lemon burmese,6,1,0.16666666666666666,8,1.8337371825850193,1.20746328,0.4403006674029606,3 +102371,Ugly scarlet akita,0,0,,8,1.8337371825850193,1.20746328,2.5530299244087766,0 +102372,Ugly cyan deer,159,36,0.22641509433962265,8,1.8337371825850193,1.20746328,1.8912088849570292,138 +102373,Sleazy saffron snail,78,20,0.2564102564102564,8,1.8337371825850193,1.20746328,2.5097196065118643,72 +102374,Baggy taupe manatee,11,2,0.18181818181818182,7,1.323849017775678,0.16748833,1.3298919689183288,8 +102375,Cozy chartreuse sheepdog,550,160,0.2909090909090909,8,1.8337371825850193,1.20746328,1.3532010756215973,452 +102376,Skinny fuchsia deer,0,0,,8,1.8337371825850193,1.20746328,2.7606308101958095,0 +102377,Gimpy wisteria squirrel,247,54,0.21862348178137653,8,1.8337371825850193,1.20746328,1.3059735790754279,185 +102378,Boozy cerise frise,548,146,0.2664233576642336,5,-0.75417445104767,0.54077756,-0.6143882183143312,187 +102379,Chummy scarlet orangutan,71,18,0.2535211267605634,8,1.8337371825850193,1.20746328,-0.6712033702753941,27 +102380,Breezy fuchsia kangaroo,0,0,,8,1.8337371825850193,1.20746328,0.09335819054839178,0 +102381,Scaly ivory angora,51,12,0.23529411764705882,8,1.8337371825850193,1.20746328,-0.16658703187949664,17 +102382,Gamy turquoise tiger,1,0,0.0,5,-0.75417445104767,0.54077756,-0.7398272457536104,0 +102383,Squeaky crimson dollar,5,0,0.0,8,1.8337371825850193,1.20746328,1.227958561938499,5 +102384,Woozy wheat woodlouse,39,6,0.15384615384615385,1,0.10362242194528844,0.60319852,1.0899174285775008,34 +102385,Paltry champagne cockroach,582,159,0.27319587628865977,8,1.8337371825850193,1.20746328,1.5601079388762549,484 +102386,Shaggy silver dolphin,132,26,0.19696969696969696,8,1.8337371825850193,1.20746328,2.369890422904356,122 +102387,Freaky apricot eleuth,319,83,0.2601880877742947,8,1.8337371825850193,1.20746328,3.5286324374032736,309 +102388,Tacky fuchsia sloth,0,0,,8,1.8337371825850193,1.20746328,1.079709120452017,0 +102389,Homely pear rottweiler,527,136,0.25806451612903225,8,1.8337371825850193,1.20746328,2.9679320305769608,500 +102390,Queasy amethyst mole,245,69,0.2816326530612245,8,1.8337371825850193,1.20746328,3.2984831947738384,231 +102391,Sleepy firebrick deer,41,10,0.24390243902439024,8,1.8337371825850193,1.20746328,-0.10731674194825414,20 +102392,Greasy sangria eleuth,33,5,0.15151515151515152,8,1.8337371825850193,1.20746328,0.5739179016179954,21 +102393,Blurry purple dingo,2,0,0.0,1,0.10362242194528844,0.60319852,0.7739956623565536,0 +102394,Grumpy myrtle falcon,2,0,0.0,8,1.8337371825850193,1.20746328,0.23180163163653078,1 +102395,Hasty flax oriole,5,1,0.2,8,1.8337371825850193,1.20746328,1.3484379675060651,4 +102396,Stinky goldenrod serval,539,155,0.287569573283859,8,1.8337371825850193,1.20746328,1.6350104021134968,460 +102397,Freaky asparagus beagle,0,0,,8,1.8337371825850193,1.20746328,0.36598264443640294,0 +102398,Hasty cinnamon sheepdog,600,183,0.305,8,1.8337371825850193,1.20746328,1.509637156503888,487 +102399,Sleepy lemon burmese,116,23,0.19827586206896552,8,1.8337371825850193,1.20746328,0.1801290606839121,69 +102400,Scummy teal sparrow,5,1,0.2,8,1.8337371825850193,1.20746328,1.8939383381901684,4 +102401,Leaky russet hornet,0,0,,2,-0.6414514981355559,0.30978955,-0.5322085177599598,0 +102402,Beady teal grasshopper,10,0,0.0,8,1.8337371825850193,1.20746328,2.6017361434017436,10 +102403,Homely corn spaniel,272,65,0.23897058823529413,8,1.8337371825850193,1.20746328,2.8801873606873865,260 +102404,Skanky gamboge wasp,334,88,0.2634730538922156,8,1.8337371825850193,1.20746328,2.567758602540715,314 +102405,Skinny bistre albatross,593,159,0.26812816188870153,8,1.8337371825850193,1.20746328,1.6232489119470768,479 +102406,Beady sapphire whale,0,0,,8,1.8337371825850193,1.20746328,1.9430785154615373,0 +102407,Geeky silver bear,0,0,,8,1.8337371825850193,1.20746328,2.015974617938574,0 +102408,Trippy lilac slug,0,0,,8,1.8337371825850193,1.20746328,3.7145430533915267,0 +102409,Gimpy salmon capuchin,0,0,,8,1.8337371825850193,1.20746328,1.4098711266676927,0 +102410,Cranky olive koala,11,1,0.09090909090909091,7,1.323849017775678,0.16748833,1.0777140274094836,9 +102411,Snappy zucchini cougar,57,15,0.2631578947368421,8,1.8337371825850193,1.20746328,0.6472817710239547,41 +102412,Slaphappy tangerine frise,2,0,0.0,8,1.8337371825850193,1.20746328,1.479187955474921,2 +102413,Stealthy platinum coral,223,49,0.21973094170403587,8,1.8337371825850193,1.20746328,4.018011411119776,220 +102414,Stealthy viridian blue,421,101,0.23990498812351543,8,1.8337371825850193,1.20746328,3.0958341389163957,408 +102415,Nerdy carmine newfoundland,57,14,0.24561403508771928,8,1.8337371825850193,1.20746328,2.079774625595908,50 +102416,Skanky grey civet,0,0,,8,1.8337371825850193,1.20746328,0.7486352532606662,0 +102417,Jumpy peach havanese,549,157,0.2859744990892532,7,1.323849017775678,0.16748833,1.50798037819684,450 +102418,Droopy ecru wolfhound,0,0,,8,1.8337371825850193,1.20746328,1.7206000325364157,0 +102419,Chummy ultramarine neanderthal,0,0,,4,-0.24255405640856506,0.14264645,-0.02942190626180821,0 +102420,Sickly green foxhound,565,176,0.31150442477876106,8,1.8337371825850193,1.20746328,2.490193238483405,521 +102421,Gloppy aquamarine chinchilla,0,0,,8,1.8337371825850193,1.20746328,2.805271479468164,0 +102422,Silly cinnamon kakapo,0,0,,8,1.8337371825850193,1.20746328,1.0764063529458798,0 +102423,Surly bronze cattle,0,0,,7,1.323849017775678,0.16748833,1.3917034037892297,0 +102424,Silly charcoal llama,0,0,,4,-0.24255405640856506,0.14264645,-0.20012450970672535,0 +102425,Scaly mustard chamois,0,0,,8,1.8337371825850193,1.20746328,-0.7063611492230226,0 +102426,Slimy seashell dugong,0,0,,8,1.8337371825850193,1.20746328,4.970684544744435,0 +102427,Wheezy beige husky,0,0,,8,1.8337371825850193,1.20746328,0.8287781174494324,0 +102428,Cranky olivine quetzal,0,0,,8,1.8337371825850193,1.20746328,0.43722010498120345,0 +102429,Foggy teal ladybird,482,148,0.3070539419087137,8,1.8337371825850193,1.20746328,1.9939492307385436,419 +102430,Homely lavender flamingo,0,0,,2,-0.6414514981355559,0.30978955,-1.1052141084012095,0 +102431,Snippy azure angelfish,3,1,0.3333333333333333,8,1.8337371825850193,1.20746328,1.8317322995677192,3 +102432,Crabby dandelion spoonbill,369,76,0.20596205962059622,5,-0.75417445104767,0.54077756,-1.0845266478157043,103 +102433,Messy saffron cassowary,0,0,,8,1.8337371825850193,1.20746328,3.6794342983160364,0 +102434,Scanty aquamarine stingray,0,0,,8,1.8337371825850193,1.20746328,1.4220527041629791,0 +102435,Clammy aquamarine sheep,53,10,0.18867924528301888,8,1.8337371825850193,1.20746328,1.9301137069325822,44 +102436,Droopy eggplant lemur,33,4,0.12121212121212122,8,1.8337371825850193,1.20746328,0.8233100338146218,25 +102437,Hazy heliotrope pinscher,0,0,,8,1.8337371825850193,1.20746328,2.072499475783967,0 +102438,Thirsty rose barracuda,509,154,0.3025540275049116,8,1.8337371825850193,1.20746328,1.6256167784137765,430 +102439,Shaggy scarlet badger,90,25,0.2777777777777778,7,1.323849017775678,0.16748833,1.5980842547653953,73 +102440,Surly aqua donkey,243,72,0.2962962962962963,8,1.8337371825850193,1.20746328,3.152548937826438,230 +102441,Baggy linen frise,155,40,0.25806451612903225,8,1.8337371825850193,1.20746328,0.5549707322602906,103 +102442,Woozy cardinal iguana,0,0,,8,1.8337371825850193,1.20746328,-0.4389867736530464,0 +102443,Flaky vermilion ragdoll,122,20,0.16393442622950818,8,1.8337371825850193,1.20746328,2.211917655023397,109 +102444,Goopy eggplant crab,11,0,0.0,6,1.4260677745360415,0.18131425,1.153697202394213,8 +102445,Craggy saffron eleuth,22,4,0.18181818181818182,7,1.323849017775678,0.16748833,1.680947348349727,17 +102446,Leaky coral loon,152,38,0.25,8,1.8337371825850193,1.20746328,2.660968912700412,147 +102447,Freaky pumpkin penguin,203,45,0.22167487684729065,8,1.8337371825850193,1.20746328,0.7499648859542818,137 +102448,Breezy emerald ant,60,11,0.18333333333333332,8,1.8337371825850193,1.20746328,2.2428626293063796,53 +102449,Beady saffron schnauzer,567,153,0.2698412698412698,8,1.8337371825850193,1.20746328,2.7403514700616505,529 +102450,Gloppy purple walrus,35,13,0.37142857142857144,8,1.8337371825850193,1.20746328,1.9196570624981364,31 +102451,Muggy puce hyrax,350,76,0.21714285714285714,8,1.8337371825850193,1.20746328,1.6297813179718683,296 +102452,Surly champagne pinscher,14,1,0.07142857142857142,8,1.8337371825850193,1.20746328,2.371861579967045,14 +102453,Craggy linen chinook,255,68,0.26666666666666666,8,1.8337371825850193,1.20746328,2.2714090530748194,226 +102454,Pokey taupe hyrax,0,0,,8,1.8337371825850193,1.20746328,2.578054578241472,0 +102455,Pretty white armadillo,393,111,0.2824427480916031,8,1.8337371825850193,1.20746328,2.9997902805284244,372 +102456,Scanty green buffalo,0,0,,8,1.8337371825850193,1.20746328,-0.22455786054119864,0 +102457,Snippy magenta mule,89,20,0.2247191011235955,7,1.323849017775678,0.16748833,1.2707104192393939,75 +102458,Goopy cyan ostrich,1,0,0.0,8,1.8337371825850193,1.20746328,-0.1701634771686109,0 +102459,Snippy chestnut wolf,16,1,0.0625,5,-0.75417445104767,0.54077756,0.19674945025452473,5 +102460,Pretty tomato tzu,0,0,,8,1.8337371825850193,1.20746328,1.6465695479806977,0 +102461,Trippy blue paradise,257,69,0.26848249027237353,8,1.8337371825850193,1.20746328,0.8819267059639506,171 +102462,Skanky orchid terrier,1,0,0.0,8,1.8337371825850193,1.20746328,0.8840508486486071,1 +102463,Pretty jade chinchilla,0,0,,8,1.8337371825850193,1.20746328,3.390146171864079,0 +102464,Tacky ivory catfish,185,41,0.22162162162162163,8,1.8337371825850193,1.20746328,0.1493810921965426,98 +102465,Flaky fuchsia giraffe,105,35,0.3333333333333333,8,1.8337371825850193,1.20746328,1.6971952023237973,87 +102466,Chewy tomato grouse,66,14,0.21212121212121213,8,1.8337371825850193,1.20746328,2.464668489015804,60 +102467,Lovely olivine llama,583,170,0.2915951972555746,8,1.8337371825850193,1.20746328,1.4180273590708916,449 +102468,Pretty magnolia mongrel,0,0,,8,1.8337371825850193,1.20746328,1.4046967214148456,0 +102469,Scummy sangria giraffe,64,8,0.125,8,1.8337371825850193,1.20746328,1.8654693898232828,58 +102470,Shaggy tangerine butterfly,0,0,,8,1.8337371825850193,1.20746328,1.6425801364864496,0 +102471,Clammy amber rat,19,5,0.2631578947368421,8,1.8337371825850193,1.20746328,3.388471826402009,19 +102472,Snippy cinnabar dachsbracke,196,46,0.23469387755102042,8,1.8337371825850193,1.20746328,1.075965549039843,137 +102473,Gimpy brass rottweiler,98,17,0.17346938775510204,8,1.8337371825850193,1.20746328,0.5899008780646149,58 +102474,Pokey brown eleuth,3,0,0.0,8,1.8337371825850193,1.20746328,2.347843636819898,3 +102475,Muggy malachite worm,0,0,,8,1.8337371825850193,1.20746328,3.746730339077656,0 +102476,Messy mustard wrasse,0,0,,3,-0.8024729479326377,0.16837932,-0.7206905190893311,0 +102477,Whiny scarlet gecko,0,0,,8,1.8337371825850193,1.20746328,0.2755163257566533,0 +102478,Scummy saffron squirt,3,0,0.0,8,1.8337371825850193,1.20746328,0.9584366215229811,2 +102479,Tasty wisteria dachsbracke,225,45,0.2,8,1.8337371825850193,1.20746328,-0.7570911417596009,71 +102480,Scummy peach tiger,2,0,0.0,3,-0.8024729479326377,0.16837932,-0.8922938760415996,0 +102481,Seedy xanthic dolphin,0,0,,8,1.8337371825850193,1.20746328,1.8430831615545047,0 +102482,Stuffy firebrick tamarin,0,0,,8,1.8337371825850193,1.20746328,1.5406318114096955,0 +102483,Bluesy purple capybara,0,0,,8,1.8337371825850193,1.20746328,2.229047981974377,0 +102484,Hasty viridian eagle,300,81,0.27,8,1.8337371825850193,1.20746328,1.9178832832747081,268 +102485,Randy ochre bear,0,0,,8,1.8337371825850193,1.20746328,4.269780053034335,0 +102486,Wimpy wheat gerbil,0,0,,8,1.8337371825850193,1.20746328,3.3546207718082277,0 +102487,Skimpy alizarin jellyfish,25,2,0.08,3,-0.8024729479326377,0.16837932,-1.0706482504159123,7 +102488,Tacky denim jaguar,0,0,,3,-0.8024729479326377,0.16837932,-0.5177784298437293,0 +102489,Slimy black hound,194,48,0.24742268041237114,3,-0.8024729479326377,0.16837932,-1.0542593982006192,38 +102490,Frumpy copper monster,0,0,,3,-0.8024729479326377,0.16837932,-1.08358960929914,0 +102491,Snazzy taupe moose,149,33,0.2214765100671141,7,1.323849017775678,0.16748833,1.3026346773722481,114 +102492,Stealthy burgundy starfish,0,0,,8,1.8337371825850193,1.20746328,1.5502529694916936,0 +102493,Tasty puce cichlid,17,4,0.23529411764705882,8,1.8337371825850193,1.20746328,2.5312665583771605,15 +102494,Pokey brass armadillo,174,41,0.23563218390804597,8,1.8337371825850193,1.20746328,1.9979081455205723,148 +102495,Slimy brown dingo,165,40,0.24242424242424243,4,-0.24255405640856506,0.14264645,-0.14097549323041858,76 +102496,Scummy thistle sheep,0,0,,0,-0.06291694673634798,0.21505173,0.12401870102351387,0 +102497,Stinky grey yak,0,0,,6,1.4260677745360415,0.18131425,1.3859732447131208,0 +102498,Hasty mustard dugong,1,0,0.0,8,1.8337371825850193,1.20746328,4.464430919393523,0 +102499,Wheezy plum jaguar,0,0,,8,1.8337371825850193,1.20746328,2.582743405393712,0 +102500,Shaky orange sponge,25,3,0.12,0,-0.06291694673634798,0.21505173,-0.1975919347340567,14 +102501,Lousy harlequin woodlouse,214,49,0.22897196261682243,8,1.8337371825850193,1.20746328,1.9762292422808216,191 +102502,Wiggy cerise tang,38,7,0.18421052631578946,8,1.8337371825850193,1.20746328,2.9379922335747066,38 +102503,Baggy lemon dog,335,90,0.26865671641791045,8,1.8337371825850193,1.20746328,1.7102721388630828,280 +102504,Lumpy khaki chin,1,0,0.0,8,1.8337371825850193,1.20746328,4.123231001027232,1 +102505,Skinny olivine albatross,166,38,0.2289156626506024,8,1.8337371825850193,1.20746328,0.461905883108894,108 +102506,Slaphappy asparagus bandicoot,41,10,0.24390243902439024,0,-0.06291694673634798,0.21505173,0.12295104743067736,20 +102507,Scaly saffron butterfly,0,0,,2,-0.6414514981355559,0.30978955,-0.5523698080318816,0 +102508,Surly aqua uguisu,1,0,0.0,8,1.8337371825850193,1.20746328,1.3872986508056038,0 +102509,Woolly indigo tamarin,0,0,,2,-0.6414514981355559,0.30978955,-0.6646878395636499,0 +102510,Snappy copper worm,0,0,,8,1.8337371825850193,1.20746328,2.7435019447480404,0 +102511,Crappy vermilion bison,240,62,0.25833333333333336,8,1.8337371825850193,1.20746328,1.7500645547396132,214 +102512,Squeaky ivory dollar,83,17,0.20481927710843373,8,1.8337371825850193,1.20746328,2.4784610977734562,75 +102513,Shabby eggplant monster,4,1,0.25,8,1.8337371825850193,1.20746328,-0.7915824515914771,0 +102514,Homely green malamute,20,7,0.35,8,1.8337371825850193,1.20746328,2.290481095341541,18 +102515,Lanky scarlet caracal,165,43,0.2606060606060606,1,0.10362242194528844,0.60319852,0.38253317556298494,92 +102516,Squeaky black devil,36,10,0.2777777777777778,4,-0.24255405640856506,0.14264645,-0.5114206548855852,14 +102517,Snippy gamboge snail,7,2,0.2857142857142857,4,-0.24255405640856506,0.14264645,-0.4680505554006562,3 +102518,Thirsty aqua dachshund,389,98,0.2519280205655527,6,1.4260677745360415,0.18131425,1.3273720020918869,300 +102519,Wheezy viridian cat,29,5,0.1724137931034483,8,1.8337371825850193,1.20746328,-0.6416305387878873,7 +102520,Hasty buff akbash,525,125,0.23809523809523808,8,1.8337371825850193,1.20746328,-0.7613854252882546,160 +102521,Scummy wisteria dormouse,0,0,,8,1.8337371825850193,1.20746328,2.0769387968163686,0 +102522,Seedy lavender goat,49,13,0.2653061224489796,8,1.8337371825850193,1.20746328,1.4651930077130335,39 +102523,Shabby lilac camel,13,1,0.07692307692307693,8,1.8337371825850193,1.20746328,3.563531226231263,13 +102524,Stealthy magenta wallaby,0,0,,8,1.8337371825850193,1.20746328,1.7028668403585565,0 +102525,Scaly ultramarine mammoth,1,0,0.0,8,1.8337371825850193,1.20746328,2.7539909943993908,1 +102526,Grumpy ecru retriever,0,0,,8,1.8337371825850193,1.20746328,0.3759869931089834,0 +102527,Cranky tomato wolf,0,0,,8,1.8337371825850193,1.20746328,3.05609339695609,0 +102528,Muggy persimmon fousek,1,0,0.0,4,-0.24255405640856506,0.14264645,-0.02089150166778936,0 +102529,Homey lilac moose,298,84,0.28187919463087246,8,1.8337371825850193,1.20746328,2.551208973383615,276 +102530,Randy sepia lynx,0,0,,5,-0.75417445104767,0.54077756,-0.7813018708176404,0 +102531,Snazzy puce mau,0,0,,8,1.8337371825850193,1.20746328,1.8961994940924227,0 +102532,Dorky rose monkey,5,0,0.0,8,1.8337371825850193,1.20746328,3.32895045279903,4 +102533,Sleazy asparagus weasel,6,1,0.16666666666666666,0,-0.06291694673634798,0.21505173,-0.2230499033653662,1 +102534,Scanty maroon spider,246,42,0.17073170731707318,8,1.8337371825850193,1.20746328,3.3052659454090914,239 +102535,Cozy lilac chihuahua,64,10,0.15625,3,-0.8024729479326377,0.16837932,-0.8198840222982173,16 +102536,Greasy cerulean alligator,0,0,,8,1.8337371825850193,1.20746328,1.535227565983626,0 +102537,Crabby peach dollar,7,0,0.0,2,-0.6414514981355559,0.30978955,-1.0393102346116003,4 +102538,Gamy flax toad,9,0,0.0,8,1.8337371825850193,1.20746328,1.4031848804595812,5 +102539,Clammy magenta cheetah,6,0,0.0,8,1.8337371825850193,1.20746328,1.288183965776334,3 +102540,Ugly olive budgerigar,154,32,0.2077922077922078,8,1.8337371825850193,1.20746328,2.182559779158002,140 +102541,Shaky lime eleuth,201,60,0.29850746268656714,7,1.323849017775678,0.16748833,1.284158915493929,147 +102542,Geeky indigo catfish,7,1,0.14285714285714285,8,1.8337371825850193,1.20746328,1.1791878839052674,6 +102543,Pretty khaki turkey,42,12,0.2857142857142857,3,-0.8024729479326377,0.16837932,-0.8065643775002976,8 +102544,Chummy cinnabar caracal,6,0,0.0,1,0.10362242194528844,0.60319852,0.36149165639793013,2 +102545,Cozy seashell flounder,55,13,0.23636363636363636,1,0.10362242194528844,0.60319852,-1.1282210803118535,17 +102546,Squirrely orchid havanese,437,103,0.23569794050343248,8,1.8337371825850193,1.20746328,0.9722018101140437,314 +102547,Leaky coral lynx,582,151,0.25945017182130586,1,0.10362242194528844,0.60319852,-0.502821022158605,238 +102548,Slimy asparagus ostrich,233,56,0.24034334763948498,8,1.8337371825850193,1.20746328,0.3116883627844438,141 +102549,Lousy pumpkin terrier,246,63,0.25609756097560976,1,0.10362242194528844,0.60319852,1.1353101744414067,181 +102550,Scanty coral budgerigar,5,0,0.0,3,-0.8024729479326377,0.16837932,-0.6590024379406684,3 +102551,Snoopy auburn drever,3,1,0.3333333333333333,8,1.8337371825850193,1.20746328,2.0420419290909857,3 +102552,Hasty ultramarine otter,0,0,,8,1.8337371825850193,1.20746328,1.0268690365126962,0 +102553,Dorky charcoal kiwi,72,13,0.18055555555555555,8,1.8337371825850193,1.20746328,1.8393556174868504,59 +102554,Droopy heliotrope fly,108,31,0.28703703703703703,2,-0.6414514981355559,0.30978955,-0.45638278453805486,39 +102555,Sleazy razzmatazz forest,490,124,0.2530612244897959,8,1.8337371825850193,1.20746328,2.648627605934761,444 +102556,Tacky khaki fossa,0,0,,8,1.8337371825850193,1.20746328,2.7427296564950967,0 +102557,Whiny peach bulldog,2,0,0.0,8,1.8337371825850193,1.20746328,0.92561460619706,1 +102558,Crabby apricot civet,0,0,,8,1.8337371825850193,1.20746328,-0.15009746329560802,0 +102559,Beady jade seal,63,15,0.23809523809523808,8,1.8337371825850193,1.20746328,1.0256061683346118,42 +102560,Lanky denim cow,257,68,0.26459143968871596,6,1.4260677745360415,0.18131425,1.296571246242907,191 +102561,Seedy crimson lynx,0,0,,8,1.8337371825850193,1.20746328,1.483819856492719,0 +102562,Woolly mustard eleuth,70,13,0.18571428571428572,8,1.8337371825850193,1.20746328,0.30343058151738944,36 +102563,Crappy coral chin,276,60,0.21739130434782608,8,1.8337371825850193,1.20746328,5.695704117012568,275 +102564,Snazzy ultramarine vulture,615,164,0.26666666666666666,8,1.8337371825850193,1.20746328,-1.5056632325562713,104 +102565,Wheezy chestnut zonkey,2,0,0.0,8,1.8337371825850193,1.20746328,1.5871308143803562,2 +102566,Geeky tomato mayfly,0,0,,8,1.8337371825850193,1.20746328,2.9995739753937656,0 +102567,Tacky yellow newfoundland,0,0,,2,-0.6414514981355559,0.30978955,-0.4994095382320882,0 +102568,Tacky green deer,0,0,,6,1.4260677745360415,0.18131425,1.4767497450984801,0 +102569,Shaky tangerine balinese,4,0,0.0,7,1.323849017775678,0.16748833,1.1189359391385993,3 +102570,Lousy linen armadillo,0,0,,8,1.8337371825850193,1.20746328,1.2565476511518447,0 +102571,Skimpy peach horse,0,0,,8,1.8337371825850193,1.20746328,1.6863823392125037,0 +102572,Scanty sapphire cow,62,13,0.20967741935483872,8,1.8337371825850193,1.20746328,0.5052636430761703,35 +102573,Flabby ecru anteater,627,193,0.3078149920255183,8,1.8337371825850193,1.20746328,4.340940457469699,620 +102574,Skimpy cinnabar chimpanzee,597,166,0.2780569514237856,8,1.8337371825850193,1.20746328,2.2541643236940345,538 +102575,Snappy pear husky,73,17,0.2328767123287671,8,1.8337371825850193,1.20746328,1.4935113837667826,63 +102576,Tasty goldenrod mule,637,203,0.31868131868131866,4,-0.24255405640856506,0.14264645,-0.3231250977854234,259 +102577,Stealthy crimson tetra,51,16,0.3137254901960784,7,1.323849017775678,0.16748833,1.2580975693755012,39 +102578,Dorky orchid tarsier,568,135,0.23767605633802816,8,1.8337371825850193,1.20746328,0.12048345454350873,302 +102579,Clammy sepia opossum,0,0,,8,1.8337371825850193,1.20746328,4.0309141088885525,0 +102580,Woozy olive budgerigar,28,9,0.32142857142857145,8,1.8337371825850193,1.20746328,-0.22361586896912788,12 +102581,Foggy dandelion dingo,48,12,0.25,5,-0.75417445104767,0.54077756,-0.9100185282964575,11 +102582,Cheeky cinnabar axolotl,0,0,,8,1.8337371825850193,1.20746328,3.5554315748273155,0 +102583,Cranky blue dane,480,116,0.24166666666666667,8,1.8337371825850193,1.20746328,2.2189594938643835,446 +102584,Bluesy rust chin,17,3,0.17647058823529413,6,1.4260677745360415,0.18131425,1.37953566998327,9 +102585,Squirrely cerulean dachshund,4,1,0.25,8,1.8337371825850193,1.20746328,1.191841583131178,3 +102586,Gloppy orchid fossa,26,3,0.11538461538461539,2,-0.6414514981355559,0.30978955,-0.5571331830047302,8 +102587,Messy ultramarine elephant,2,0,0.0,7,1.323849017775678,0.16748833,1.3403118595417995,2 +102588,Queasy razzmatazz numbat,0,0,,6,1.4260677745360415,0.18131425,1.1337098635238383,0 +102589,Chummy platinum bat,224,46,0.20535714285714285,3,-0.8024729479326377,0.16837932,-0.8542708370469358,59 +102590,Gloppy black chimpanzee,0,0,,8,1.8337371825850193,1.20746328,1.014991502591604,0 +102591,Tacky yellow slug,448,126,0.28125,8,1.8337371825850193,1.20746328,1.806179275104054,385 +102592,Snoopy beige woodpecker,0,0,,8,1.8337371825850193,1.20746328,2.1214655902123,0 +102593,Gummy buff lemming,14,1,0.07142857142857142,8,1.8337371825850193,1.20746328,1.6005651040620468,13 +102594,Wimpy turquoise mule,0,0,,8,1.8337371825850193,1.20746328,2.0283730711894847,0 +102595,Surly cornflower fossa,0,0,,5,-0.75417445104767,0.54077756,-1.1135449034551543,0 +102596,Skinny ecru pinscher,0,0,,8,1.8337371825850193,1.20746328,1.7621444208644212,0 +102597,Homely cerulean lionfish,0,0,,8,1.8337371825850193,1.20746328,0.8707402708281717,0 +102598,Cheeky brass seal,0,0,,2,-0.6414514981355559,0.30978955,-0.47688519025666387,0 +102599,Breezy beige newfoundland,0,0,,8,1.8337371825850193,1.20746328,1.6742262137380135,0 +102600,Muggy rose crane,0,0,,0,-0.06291694673634798,0.21505173,-0.5060711210664793,0 +102601,Pokey platinum wombat,0,0,,8,1.8337371825850193,1.20746328,2.6598151016445195,0 +102602,Shabby taupe angora,11,2,0.18181818181818182,8,1.8337371825850193,1.20746328,2.3168556573846018,10 +102603,Scaly bistre maltese,16,2,0.125,8,1.8337371825850193,1.20746328,2.7363684681381844,16 +102604,Muzzy pumpkin bombay,189,45,0.23809523809523808,4,-0.24255405640856506,0.14264645,-0.3087518793587667,77 +102605,Slimy chartreuse zonkey,378,94,0.24867724867724866,8,1.8337371825850193,1.20746328,0.11193767540270239,209 +102606,Surly denim rhinoceros,0,0,,8,1.8337371825850193,1.20746328,1.6040373150488727,0 +102607,Crabby chestnut axolotl,0,0,,8,1.8337371825850193,1.20746328,0.8600266273348344,0 +102608,Gloppy tomato quokka,299,65,0.21739130434782608,8,1.8337371825850193,1.20746328,1.8744692186067708,269 +102609,Leaky azure jellyfish,1,0,0.0,8,1.8337371825850193,1.20746328,3.536417919969864,1 +102610,Wimpy aqua woodlouse,290,69,0.23793103448275862,8,1.8337371825850193,1.20746328,2.506196479538433,273 +102611,Ready asparagus falcon,2,0,0.0,8,1.8337371825850193,1.20746328,0.3837796323210032,1 +102612,Cloudy xanthic yak,2,0,0.0,8,1.8337371825850193,1.20746328,1.0636785771075146,2 +102613,Hilly lime tortoise,46,11,0.2391304347826087,7,1.323849017775678,0.16748833,1.0609374534534264,33 +102614,Muzzy red mayfly,0,0,,3,-0.8024729479326377,0.16837932,-0.8569030296402015,0 +102615,Lanky emerald axolotl,22,5,0.22727272727272727,8,1.8337371825850193,1.20746328,1.0633478243494197,14 +102616,Zippy russet coyote,405,116,0.28641975308641976,4,-0.24255405640856506,0.14264645,0.01287609325314129,205 +102617,Smelly saffron eleuth,227,54,0.23788546255506607,8,1.8337371825850193,1.20746328,0.9042395661940273,155 +102618,Sickly sepia squirt,3,0,0.0,5,-0.75417445104767,0.54077756,-0.8875787312558733,1 +102619,Shaky cinnabar fly,0,0,,1,0.10362242194528844,0.60319852,0.11831009422947689,0 +102620,Flabby pumpkin mau,0,0,,8,1.8337371825850193,1.20746328,0.18117733171167005,0 +102621,Freaky tangerine crab,78,21,0.2692307692307692,8,1.8337371825850193,1.20746328,2.749781084770815,73 +102622,Hasty salmon dingo,430,106,0.24651162790697675,4,-0.24255405640856506,0.14264645,-0.2283119400005604,188 +102623,Shabby charcoal quokka,572,152,0.26573426573426573,5,-0.75417445104767,0.54077756,-0.4028351385859094,239 +102624,Dorky brass kangaroo,48,11,0.22916666666666666,8,1.8337371825850193,1.20746328,1.548474355820828,40 +102625,Sleazy silver coati,644,168,0.2608695652173913,8,1.8337371825850193,1.20746328,0.5598869561957962,406 +102626,Crappy amber emu,15,6,0.4,8,1.8337371825850193,1.20746328,1.939120174184736,13 +102627,Smelly champagne nightingale,413,99,0.2397094430992736,8,1.8337371825850193,1.20746328,-0.500182543671853,149 +102628,Sickly green pinscher,13,1,0.07692307692307693,8,1.8337371825850193,1.20746328,-0.78709726488571,7 +102629,Nerdy lemon hyena,10,0,0.0,0,-0.06291694673634798,0.21505173,0.059126284724838093,7 +102630,Pretty cerise woodpecker,10,1,0.1,8,1.8337371825850193,1.20746328,2.86116960211685,6 +102631,Muggy grey rhinoceros,98,21,0.21428571428571427,8,1.8337371825850193,1.20746328,-0.3002139865680209,44 +102632,Lanky bronze kudu,0,0,,8,1.8337371825850193,1.20746328,-1.186488335960148,0 +102633,Muzzy white forest,0,0,,1,0.10362242194528844,0.60319852,0.42925716152608223,0 +102634,Boozy cyan swan,372,101,0.271505376344086,8,1.8337371825850193,1.20746328,3.2683463691320105,351 +102635,Flaky ultramarine javanese,0,0,,8,1.8337371825850193,1.20746328,1.3024487905895987,0 +102636,Cozy cyan sheepdog,52,1,0.019230769230769232,0,-0.06291694673634798,0.21505173,0.08163870872804882,23 +102637,Slimy maroon robin,48,10,0.20833333333333334,8,1.8337371825850193,1.20746328,4.915095794406119,48 +102638,Frumpy sangria quetzal,1,0,0.0,8,1.8337371825850193,1.20746328,1.6391789892375235,1 +102639,Wimpy seashell bandicoot,0,0,,2,-0.6414514981355559,0.30978955,-0.5390493201778981,0 +102640,Stinky olive tiger,0,0,,1,0.10362242194528844,0.60319852,0.6574278476358525,0 +102641,Skanky magnolia zebra,24,2,0.08333333333333333,7,1.323849017775678,0.16748833,1.103223996352603,19 +102642,Ugly sapphire guppy,5,0,0.0,8,1.8337371825850193,1.20746328,3.1761338144529265,5 +102643,Sleazy rust audemer,1,0,0.0,6,1.4260677745360415,0.18131425,1.8382735070895324,1 +102644,Snazzy sangria hornet,38,9,0.23684210526315788,4,-0.24255405640856506,0.14264645,-0.1807290924502335,15 +102645,Surly cyan lizard,20,6,0.3,2,-0.6414514981355559,0.30978955,-0.6680082971680175,5 +102646,Clammy ochre falcon,22,3,0.13636363636363635,8,1.8337371825850193,1.20746328,3.4943020630621016,21 +102647,Whiny peach russel,0,0,,2,-0.6414514981355559,0.30978955,-0.7418274789753001,0 +102648,Pokey bistre akbash,0,0,,8,1.8337371825850193,1.20746328,1.5946636844069342,0 +102649,Woozy cinnamon caterpillar,21,4,0.19047619047619047,5,-0.75417445104767,0.54077756,-1.0134103498888654,6 +102650,Skimpy cinnabar iguana,565,140,0.24778761061946902,8,1.8337371825850193,1.20746328,3.092521874746084,540 +102651,Queasy ivory cichlid,25,12,0.48,8,1.8337371825850193,1.20746328,0.4556121496557042,16 +102652,Wiggy crimson vulture,0,0,,4,-0.24255405640856506,0.14264645,-0.4152257710579095,0 +102653,Foggy tan lionfish,17,4,0.23529411764705882,2,-0.6414514981355559,0.30978955,-0.3135174825237691,6 +102654,Cheeky cream lynx,2,0,0.0,8,1.8337371825850193,1.20746328,1.5178893200583368,1 +102655,Bumpy razzmatazz affenpinscher,327,95,0.290519877675841,8,1.8337371825850193,1.20746328,1.980383598897406,290 +102656,Shaky indigo gopher,345,89,0.2579710144927536,8,1.8337371825850193,1.20746328,3.1266747228377323,328 +102657,Hazy cyan macaque,129,39,0.3023255813953488,8,1.8337371825850193,1.20746328,2.3747824244988216,121 +102658,Nerdy lavender mau,0,0,,8,1.8337371825850193,1.20746328,2.065921629922979,0 +102659,Squeaky dandelion pig,62,16,0.25806451612903225,8,1.8337371825850193,1.20746328,1.3670409369919287,47 +102660,Shaky heliotrope hornet,58,11,0.1896551724137931,7,1.323849017775678,0.16748833,1.342306363607567,48 +102661,Slimy apricot okapi,185,48,0.2594594594594595,8,1.8337371825850193,1.20746328,1.6822411756980657,147 +102662,Gimpy goldenrod setter,32,3,0.09375,8,1.8337371825850193,1.20746328,1.3802327282645697,26 +102663,Nippy cornflower frog,2,0,0.0,8,1.8337371825850193,1.20746328,2.21257609252015,2 +102664,Snappy harlequin molly,38,10,0.2631578947368421,8,1.8337371825850193,1.20746328,3.6239091564038706,38 +102665,Smelly amaranth meerkat,3,1,0.3333333333333333,0,-0.06291694673634798,0.21505173,-0.342270568459795,1 +102666,Stealthy aquamarine gerbil,58,12,0.20689655172413793,8,1.8337371825850193,1.20746328,2.675555430129673,54 +102667,Sleazy carmine oyster,221,51,0.23076923076923078,0,-0.06291694673634798,0.21505173,0.25399814963255896,126 +102668,Thirsty tangerine grasshopper,0,0,,8,1.8337371825850193,1.20746328,-0.7776811405084589,0 +102669,Sickly gold ostrich,49,10,0.20408163265306123,8,1.8337371825850193,1.20746328,2.4200923417117717,46 +102670,Nerdy olive tapir,387,79,0.2041343669250646,8,1.8337371825850193,1.20746328,1.4798939194136365,319 +102671,Crappy celadon kiwi,34,6,0.17647058823529413,8,1.8337371825850193,1.20746328,1.657525059984257,24 +102672,Woozy cream avocet,32,5,0.15625,8,1.8337371825850193,1.20746328,1.3202387290031845,26 +102673,Slaphappy magnolia mongrel,13,4,0.3076923076923077,1,0.10362242194528844,0.60319852,-1.328633347561627,2 +102674,Sunny ruby macaque,0,0,,0,-0.06291694673634798,0.21505173,-0.16635625925223335,0 +102675,Flabby maroon dormouse,1,0,0.0,8,1.8337371825850193,1.20746328,1.815288520572467,1 +102676,Gummy thistle kudu,118,20,0.1694915254237288,8,1.8337371825850193,1.20746328,-0.119456426838487,53 +102677,Sloppy tan fox,14,2,0.14285714285714285,8,1.8337371825850193,1.20746328,1.709604541481175,11 +102678,Whiny chestnut flamingo,236,53,0.2245762711864407,8,1.8337371825850193,1.20746328,2.2397152738718646,219 +102679,Cloudy razzmatazz duck,0,0,,1,0.10362242194528844,0.60319852,-0.3598601723514237,0 +102680,Flimsy myrtle dalmatian,0,0,,8,1.8337371825850193,1.20746328,2.39541939957918,0 +102681,Pasty malachite fly,2,0,0.0,8,1.8337371825850193,1.20746328,1.125197290772162,1 +102682,Bluesy periwinkle gharial,2,1,0.5,5,-0.75417445104767,0.54077756,-0.8865428984593203,0 +102683,Seedy peach eagle,105,33,0.3142857142857143,8,1.8337371825850193,1.20746328,0.9857984650389557,72 +102684,Messy lavender tiger,1,0,0.0,8,1.8337371825850193,1.20746328,1.7681416979862978,1 +102685,Sleazy sapphire newt,0,0,,2,-0.6414514981355559,0.30978955,-0.876700380104793,0 +102686,Thirsty heliotrope dhole,530,144,0.27169811320754716,8,1.8337371825850193,1.20746328,-0.5631906917971441,188 +102687,Wheezy ivory mole,5,2,0.4,8,1.8337371825850193,1.20746328,0.7432612321990564,3 +102688,Paltry orchid warthog,106,31,0.29245283018867924,8,1.8337371825850193,1.20746328,2.5825137899581674,98 +102689,Clammy magenta fly,2,0,0.0,8,1.8337371825850193,1.20746328,1.7237632451983411,2 +102690,Ready tangerine gecko,0,0,,8,1.8337371825850193,1.20746328,-0.4621620230583323,0 +102691,Chummy orchid turtle,0,0,,1,0.10362242194528844,0.60319852,0.7881012397505819,0 +102692,Chummy amber alligator,155,40,0.25806451612903225,8,1.8337371825850193,1.20746328,2.2445300527590177,138 +102693,Trippy cinnabar tapir,410,123,0.3,8,1.8337371825850193,1.20746328,2.461059642665799,368 +102694,Frumpy blue terrier,0,0,,8,1.8337371825850193,1.20746328,1.328690741485801,0 +102695,Pasty azure javanese,2,0,0.0,8,1.8337371825850193,1.20746328,1.9965522462197443,2 +102696,Chummy corn dunker,2,0,0.0,8,1.8337371825850193,1.20746328,0.6652498553074617,1 +102697,Snazzy tangerine stingray,549,173,0.3151183970856102,3,-0.8024729479326377,0.16837932,-0.6025149989754519,203 +102698,Snappy alizarin gorilla,613,157,0.2561174551386623,6,1.4260677745360415,0.18131425,1.5058857944249462,492 +102699,Squirrely corn harrier,0,0,,8,1.8337371825850193,1.20746328,2.4778763885575352,0 +102700,Whiny lemon ocelot,134,22,0.16417910447761194,6,1.4260677745360415,0.18131425,1.5703623369512834,115 +102701,Tasty viridian eleuth,3,0,0.0,8,1.8337371825850193,1.20746328,1.0211240448241796,3 +102702,Flaky brass bracke,0,0,,8,1.8337371825850193,1.20746328,-0.32661136841792704,0 +102703,Snoopy zucchini angora,492,125,0.2540650406504065,8,1.8337371825850193,1.20746328,0.36950263353103097,302 +102704,Gloppy corn tetra,0,0,,1,0.10362242194528844,0.60319852,1.3675461311810193,0 +102705,Scanty bronze jackal,556,153,0.2751798561151079,0,-0.06291694673634798,0.21505173,0.009912436277760797,291 +102706,Slimy tangerine chihuahua,307,105,0.34201954397394135,8,1.8337371825850193,1.20746328,1.358192484199263,237 +102707,Clammy celadon setter,0,0,,8,1.8337371825850193,1.20746328,2.846007213876903,0 +102708,Goopy heliotrope monkey,344,88,0.2558139534883721,4,-0.24255405640856506,0.14264645,0.04559236736739289,180 +102709,Skanky rose cow,148,29,0.19594594594594594,8,1.8337371825850193,1.20746328,0.39150252464086965,89 +102710,Geeky cinnamon spitz,570,140,0.24561403508771928,4,-0.24255405640856506,0.14264645,-0.049009409944721555,281 +102711,Whiny tomato monkey,17,3,0.17647058823529413,8,1.8337371825850193,1.20746328,1.9746936246760145,14 +102712,Squirrely coral quokka,22,3,0.13636363636363635,3,-0.8024729479326377,0.16837932,-0.9337549578547177,7 +102713,Lousy rust crane,238,49,0.20588235294117646,8,1.8337371825850193,1.20746328,2.1831509012619468,219 +102714,Chewy ivory saola,512,129,0.251953125,2,-0.6414514981355559,0.30978955,-0.6698886077655872,172 +102715,Clammy pink eleuth,19,5,0.2631578947368421,7,1.323849017775678,0.16748833,1.2310143204885715,18 +102716,Skinny pear jackal,292,76,0.2602739726027397,8,1.8337371825850193,1.20746328,1.5873634752386314,239 +102717,Cozy olive wallaby,0,0,,7,1.323849017775678,0.16748833,1.2594660864106744,0 +102718,Gummy violet impala,471,135,0.28662420382165604,8,1.8337371825850193,1.20746328,4.808821144911146,464 +102719,Cozy white donkey,102,23,0.22549019607843138,8,1.8337371825850193,1.20746328,2.334361948175413,90 +102720,Hilly pumpkin ragdoll,8,0,0.0,8,1.8337371825850193,1.20746328,3.1667103714212645,8 +102721,Hilly aqua flamingo,0,0,,8,1.8337371825850193,1.20746328,3.1535085033667745,0 +102722,Freaky aquamarine birman,152,35,0.23026315789473684,8,1.8337371825850193,1.20746328,0.3991528450588282,88 +102723,Lanky scarlet gecko,172,39,0.22674418604651161,8,1.8337371825850193,1.20746328,2.0913164284754964,143 +102724,Shabby emerald crab,40,8,0.2,3,-0.8024729479326377,0.16837932,-0.900666218519039,17 +102725,Hilly bistre butterfly,18,1,0.05555555555555555,8,1.8337371825850193,1.20746328,0.9614154149750694,15 +102726,Lumpy scarlet tang,0,0,,8,1.8337371825850193,1.20746328,1.921874143508421,0 +102727,Nippy scarlet eagle,0,0,,3,-0.8024729479326377,0.16837932,-0.7155098635313282,0 +102728,Scanty pink wolf,3,1,0.3333333333333333,8,1.8337371825850193,1.20746328,-0.5522377505439282,2 +102729,Dorky burgundy fowl,0,0,,8,1.8337371825850193,1.20746328,-0.47432609093089173,0 +102730,Goopy tan panda,5,1,0.2,8,1.8337371825850193,1.20746328,-0.4106714876624502,2 +102731,Sloppy burgundy emu,19,1,0.05263157894736842,4,-0.24255405640856506,0.14264645,-0.3407920957730101,5 +102732,Breezy ochre kangaroo,4,0,0.0,8,1.8337371825850193,1.20746328,3.601568281904914,4 +102733,Skimpy cinnamon goat,589,168,0.28522920203735147,8,1.8337371825850193,1.20746328,3.161659135883676,561 +102734,Thirsty indigo mole,0,0,,3,-0.8024729479326377,0.16837932,-0.9175216494709776,0 +102735,Chewy goldenrod cuscus,0,0,,8,1.8337371825850193,1.20746328,1.6253093004488928,0 +102736,Homely chestnut bandicoot,12,1,0.08333333333333333,8,1.8337371825850193,1.20746328,2.3141634337788304,12 +102737,Muzzy white fousek,19,1,0.05263157894736842,5,-0.75417445104767,0.54077756,-0.23365757837081946,8 +102738,Crappy coral frigatebird,490,123,0.2510204081632653,3,-0.8024729479326377,0.16837932,-0.7315573814687888,157 +102739,Ready cyan setter,5,0,0.0,8,1.8337371825850193,1.20746328,2.12538693200902,5 +102740,Greasy saffron tortoise,556,181,0.3255395683453237,1,0.10362242194528844,0.60319852,-0.33871890511236946,251 +102741,Homely viridian flamingo,39,1,0.02564102564102564,8,1.8337371825850193,1.20746328,0.19491427680008844,22 +102742,Gimpy champagne argentino,2,0,0.0,8,1.8337371825850193,1.20746328,1.4103544160129728,2 +102743,Sickly saffron gar,62,13,0.20967741935483872,8,1.8337371825850193,1.20746328,3.576872879090782,62 +102744,Woolly vermilion fousek,22,5,0.22727272727272727,1,0.10362242194528844,0.60319852,-0.426896433588928,10 +102745,Lousy russet discus,412,116,0.2815533980582524,5,-0.75417445104767,0.54077756,-0.6211903237818845,142 +102746,Droopy purple barnacle,0,0,,8,1.8337371825850193,1.20746328,1.4485914387205248,0 +102747,Crabby cream hummingbird,217,41,0.1889400921658986,8,1.8337371825850193,1.20746328,2.5722728826459207,202 +102748,Ugly celadon bulldog,47,4,0.0851063829787234,8,1.8337371825850193,1.20746328,2.4327342476967373,44 +102749,Silly ochre affenpinscher,5,0,0.0,7,1.323849017775678,0.16748833,1.1331236196465178,2 +102750,Fuzzy amethyst turtle,0,0,,8,1.8337371825850193,1.20746328,4.078276116291444,0 +102751,Cozy myrtle squirt,3,0,0.0,8,1.8337371825850193,1.20746328,4.021217206413095,3 +102752,Foggy cerise macaque,0,0,,1,0.10362242194528844,0.60319852,0.593708596641432,0 +102753,Sickly teal akita,0,0,,4,-0.24255405640856506,0.14264645,-0.19745816425867552,0 +102754,Crabby indigo caiman,9,0,0.0,7,1.323849017775678,0.16748833,1.2296648751076948,9 +102755,Skanky gold moose,13,5,0.38461538461538464,8,1.8337371825850193,1.20746328,3.0543414116660323,13 +102756,Skinny razzmatazz hare,0,0,,8,1.8337371825850193,1.20746328,0.8550826302868625,0 +102757,Snippy lavender cichlid,0,0,,8,1.8337371825850193,1.20746328,1.1129607260202237,0 +102758,Muggy coral llama,6,0,0.0,8,1.8337371825850193,1.20746328,2.861228523243974,6 +102759,Shaggy plum mau,50,7,0.14,8,1.8337371825850193,1.20746328,2.424759805904494,43 +102760,Tasty goldenrod javanese,180,43,0.2388888888888889,0,-0.06291694673634798,0.21505173,-0.15065362026104123,93 +102761,Cloudy peach baboon,0,0,,8,1.8337371825850193,1.20746328,1.2997876901594165,0 +102762,Fuzzy scarlet fish,96,25,0.2604166666666667,8,1.8337371825850193,1.20746328,1.0909400512633645,66 +102763,Jumpy salmon armadillo,525,128,0.2438095238095238,7,1.323849017775678,0.16748833,1.4475700244838479,429 +102764,Skanky cream bonobo,10,2,0.2,8,1.8337371825850193,1.20746328,1.936819247348279,9 +102765,Snazzy emerald mongoose,249,54,0.21686746987951808,8,1.8337371825850193,1.20746328,1.8463863187310565,211 +102766,Flabby taupe indri,0,0,,4,-0.24255405640856506,0.14264645,-0.4129950065319865,0 +102767,Homey cornflower turkey,0,0,,4,-0.24255405640856506,0.14264645,-0.3554282388138535,0 +102768,Lousy fuchsia corgi,423,103,0.24349881796690306,8,1.8337371825850193,1.20746328,0.06727991968683633,217 +102769,Bumpy eggplant caracal,0,0,,8,1.8337371825850193,1.20746328,2.3289323160107465,0 +102770,Lumpy flax antelope,0,0,,8,1.8337371825850193,1.20746328,2.558187820230873,0 +102771,Clammy copper leopard,24,3,0.125,8,1.8337371825850193,1.20746328,-0.4756241495476359,11 +102772,Lanky wisteria fox,2,0,0.0,5,-0.75417445104767,0.54077756,-0.49613775680034156,0 +102773,Snoopy firebrick anteater,27,8,0.2962962962962963,8,1.8337371825850193,1.20746328,2.1677251281564236,23 +102774,Ugly olivine insect,112,25,0.22321428571428573,8,1.8337371825850193,1.20746328,4.004943815635981,105 +102775,Lumpy dandelion hound,1,0,0.0,8,1.8337371825850193,1.20746328,0.2268972346845537,0 +102776,Slimy corn wolfhound,0,0,,8,1.8337371825850193,1.20746328,3.129842658510365,0 +102777,Stinky ecru wildebeest,13,2,0.15384615384615385,8,1.8337371825850193,1.20746328,2.6209832654403393,13 +102778,Boozy xanthic chimpanzee,128,32,0.25,8,1.8337371825850193,1.20746328,3.2204079785266293,122 +102779,Baggy wheat avocet,87,20,0.22988505747126436,8,1.8337371825850193,1.20746328,-0.06702131592621696,42 +102780,Grumpy aqua kudu,0,0,,8,1.8337371825850193,1.20746328,2.597697733307477,0 +102781,Wiggy violet seal,0,0,,6,1.4260677745360415,0.18131425,1.378316787229064,0 +102782,Tacky cerulean angelfish,0,0,,8,1.8337371825850193,1.20746328,1.8671069977395744,0 +102783,Wimpy chartreuse peccary,0,0,,8,1.8337371825850193,1.20746328,1.9268286962992913,0 +102784,Cheeky turquoise koala,46,7,0.15217391304347827,8,1.8337371825850193,1.20746328,2.0287700714140664,42 +102785,Snoopy xanthic cow,0,0,,8,1.8337371825850193,1.20746328,2.7946990472379096,0 +102786,Grumpy auburn guppy,0,0,,8,1.8337371825850193,1.20746328,0.8347587926166181,0 +102787,Sunny bronze shrimp,205,53,0.25853658536585367,4,-0.24255405640856506,0.14264645,-0.38509444638340184,75 +102788,Scanty burgundy tapir,313,75,0.23961661341853036,8,1.8337371825850193,1.20746328,1.9225238288839588,276 +102789,Surly blue turkey,16,4,0.25,8,1.8337371825850193,1.20746328,0.014225386088419611,10 +102790,Thirsty mustard frog,2,0,0.0,8,1.8337371825850193,1.20746328,1.1982246956834235,2 +102791,Frumpy wisteria tiger,11,2,0.18181818181818182,8,1.8337371825850193,1.20746328,2.87486249772018,11 +102792,Lovely cinnamon loon,0,0,,8,1.8337371825850193,1.20746328,2.7785718941563657,0 +102793,Seedy blue hyena,39,7,0.1794871794871795,8,1.8337371825850193,1.20746328,1.2149037601838382,26 +102794,Tacky brown hornet,137,31,0.22627737226277372,8,1.8337371825850193,1.20746328,2.4577465316161575,129 +102795,Flimsy tomato capuchin,5,0,0.0,8,1.8337371825850193,1.20746328,0.249999599269906,3 +102796,Boozy lavender hornet,0,0,,8,1.8337371825850193,1.20746328,2.1571119724709917,0 +102797,Tacky buff deer,0,0,,8,1.8337371825850193,1.20746328,0.7521242333656952,0 +102798,Silly khaki tuatara,4,0,0.0,8,1.8337371825850193,1.20746328,2.114206290180633,3 +102799,Homey cerise badger,0,0,,8,1.8337371825850193,1.20746328,2.397580731830585,0 +102800,Stuffy myrtle mastiff,578,172,0.2975778546712803,8,1.8337371825850193,1.20746328,2.8259393447342784,550 +102801,Flaky tan clam,3,0,0.0,8,1.8337371825850193,1.20746328,2.2310215836748934,2 +102802,Gummy sepia dane,0,0,,8,1.8337371825850193,1.20746328,1.9920785665333192,0 +102803,Breezy ruby goose,5,0,0.0,8,1.8337371825850193,1.20746328,0.43997219436351065,2 +102804,Woozy wisteria lizard,1,0,0.0,7,1.323849017775678,0.16748833,1.2239960311241265,1 +102805,Whiny orchid tzu,203,56,0.27586206896551724,6,1.4260677745360415,0.18131425,1.4847277864481159,168 +102806,Crabby sepia retriever,1,0,0.0,8,1.8337371825850193,1.20746328,3.3065343609408284,1 +102807,Squeaky blue badger,0,0,,8,1.8337371825850193,1.20746328,2.743739585465482,0 +102808,Droopy dandelion lemming,3,0,0.0,6,1.4260677745360415,0.18131425,1.4596576708263016,2 +102809,Scaly beige terrier,0,0,,0,-0.06291694673634798,0.21505173,-0.05025211925029471,0 +102810,Muggy heliotrope beetle,0,0,,1,0.10362242194528844,0.60319852,-0.4703440271123483,0 +102811,Crabby linen frog,4,1,0.25,8,1.8337371825850193,1.20746328,1.9608221909013928,4 +102812,Crabby smalt walrus,427,93,0.21779859484777517,8,1.8337371825850193,1.20746328,2.4993056165235643,399 +102813,Beady razzmatazz jaguar,523,142,0.27151051625239003,5,-0.75417445104767,0.54077756,-1.7985130173492114,63 +102814,Lumpy wisteria devil,164,34,0.2073170731707317,8,1.8337371825850193,1.20746328,1.769800574787423,140 +102815,Freaky pear mau,0,0,,8,1.8337371825850193,1.20746328,0.12135734599731718,0 diff --git a/data/manuscirpt_figures_larger_bins.xlsx b/data/manuscirpt_figures_larger_bins.xlsx new file mode 100644 index 0000000..9abf74f Binary files /dev/null and b/data/manuscirpt_figures_larger_bins.xlsx differ diff --git a/data/microtubules_14.csv b/data/microtubules_14.csv new file mode 100644 index 0000000..f38d80d --- /dev/null +++ b/data/microtubules_14.csv @@ -0,0 +1,141 @@ +60 +75 +75 +85 +115 +115 +135 +140 +145 +150 +155 +165 +180 +190 +210 +210 +215 +220 +225 +235 +235 +240 +240 +245 +260 +260 +265 +265 +265 +275 +275 +275 +280 +280 +280 +280 +290 +295 +295 +300 +310 +310 +315 +320 +325 +325 +325 +325 +325 +330 +330 +335 +345 +345 +345 +355 +355 +365 +365 +365 +370 +370 +385 +385 +395 +405 +410 +415 +425 +430 +435 +435 +435 +435 +440 +445 +445 +450 +450 +450 +455 +460 +460 +465 +465 +470 +470 +470 +480 +490 +500 +505 +505 +515 +525 +525 +545 +545 +555 +560 +570 +570 +585 +590 +590 +615 +625 +630 +640 +640 +650 +655 +680 +685 +685 +690 +695 +695 +705 +730 +755 +760 +765 +770 +770 +790 +795 +795 +820 +830 +840 +850 +875 +890 +975 +1000 +1005 +1135 +1305 +1400 +1420 \ No newline at end of file diff --git a/data/qsar_aquatic_toxicity.csv b/data/qsar_aquatic_toxicity.csv new file mode 100644 index 0000000..ed6043f --- /dev/null +++ b/data/qsar_aquatic_toxicity.csv @@ -0,0 +1,546 @@ +0;0;0;2.419;1.225;0.667;0;0;3.740 +0;0;0;2.638;1.401;0.632;0;0;4.330 +9.23;11;0;5.799;2.93;0.486;0;0;7.019 +9.23;11;0;5.453;2.887;0.495;0;0;6.723 +9.23;11;0;4.068;2.758;0.695;0;0;5.979 +215.34;327.629;3;0.189;4.677;1.333;0;4;6.064 +9.23;11;0;2.723;2.321;1.165;0;0;7.337 +0;0;0;3.267;2.318;0.963;0;0;4.100 +0;0;0;2.067;1.8;1.25;0;0;3.941 +0;0;0;2.746;1.667;1.4;0;0;3.809 +0;0;0;3.124;1.8;1.417;0;0;4.340 +12.03;18.011;1;0.817;1.8;1.488;1;0;3.930 +69.67;97.435;0;3.122;3.723;1.26;0;2;7.371 +23.79;31.059;0;0.094;1.334;1.115;1;1;3.780 +92.14;107.097;1;4.275;4.174;1.174;1;1;4.112 +0;0;0;2.851;1.989;0.938;0;0;3.533 +0;0;0;1.115;1;0.588;0;0;4.632 +35.53;47.145;0;4.579;3.875;1.124;0;1;7.693 +17.07;25.145;0;0.202;1.225;1.66;0;0;0.673 +34.14;50.29;0;0.076;1.654;1.493;0;0;3.323 +67.51;103.973;1;3.204;3.344;0.938;0;1;2.955 +49.33;85.839;2;1.06;2.272;1.007;1;1;4.216 +122.22;155.543;2;1.406;3.511;1.456;5;2;2.593 +18.46;22;0;1.262;2.147;1.576;0;0;2.272 +3.24;3.124;0;9.148;5.497;1.559;1;0;5.960 +12.03;18.011;1;6.728;4.392;1.554;1;0;6.537 +54.57;41.028;0;5.65;4.026;1.575;0;0;7.100 +118.22;238.562;5;2.201;3.83;1.214;0;0;6.424 +37.3;67.828;1;3.23;2.63;1.166;0;1;4.355 +3.24;3.124;0;4.48;3.258;1.31;1;0;5.721 +12.47;14.124;0;3.827;3.362;1.373;1;0;5.102 +0;0;0;2.226;1.265;0.57;0;0;3.718 +0;14.96;0;2.026;1.265;0.722;0;0;3.577 +45.61;28.269;0;3.012;2.557;0.901;1;0;6.458 +12.03;18.011;1;1.587;1.654;1.732;1;0;2.352 +86.81;121.412;3;0.709;2.938;1.416;2;0;2.958 +132.42;196.332;2;4.478;4.984;1.087;4;0;5.440 +40.46;85.367;2;5.255;3.001;0.485;0;0;4.838 +0;0;0;5.453;2.837;0.735;0;0;6.858 +20.23;42.683;1;3.921;2.494;1.229;0;0;6.360 +40.46;85.367;2;3.306;2.832;0.917;0;0;4.301 +0;0;0;3.259;2.048;1.111;0;0;3.772 +26.02;32.897;2;2.193;2.031;0.992;1;0;4.179 +17.07;25.145;0;1.947;2.005;1.276;0;0;3.061 +0;0;0;3.267;2.119;1.25;0;0;4.867 +0;0;0;3.267;2.119;1.25;0;0;5.373 +0;0;0;3.374;2.118;1.204;0;0;3.522 +17.07;25.145;0;-0.317;1.155;1.74;0;0;0.550 +29.1;43.156;1;3.076;2.438;0.773;1;1;4.714 +37.3;67.828;1;0.133;1.401;1.582;0;1;3.170 +40.46;85.367;2;0.706;1.768;1.594;0;0;1.220 +0;0;0;2.226;1.401;0.826;0;0;3.631 +103.67;119.505;1;3.546;2.847;1.211;3;0;3.725 +111.87;144.177;1;2.702;2.626;1.047;2;0;6.000 +38.33;54.156;1;2.391;2.612;1.293;1;0;6.320 +75.27;111.456;2;0.779;2.709;1.029;2;2;2.201 +17.07;25.145;0;0.202;1.334;1.66;0;0;2.815 +87.66;139.995;3;1.589;3.514;1.339;2;1;3.819 +37.3;67.828;1;0.586;1.577;1.56;0;1;3.160 +49.17;55.448;0;4.168;3.329;1.042;3;0;4.720 +93.06;157.656;2;2.014;3.767;1.189;0;0;4.333 +0;0;0;3.138;1.509;1.7;0;0;3.870 +37.3;67.828;1;0.996;1.746;1.547;0;1;3.358 +37.3;67.828;1;2.06;2.06;1.529;0;1;3.080 +20.23;42.683;1;2.274;2.005;1.596;0;0;3.115 +52.6;72.29;0;4.737;3.907;1.595;0;2;5.749 +52.6;72.29;0;5.426;3.893;1.402;0;2;4.550 +54.57;41.028;0;5.208;3.691;1.585;0;0;6.383 +0;0;0;3.516;1.678;1.667;0;0;4.340 +81.7;115.445;1;5.44;4.623;1.517;1;3;4.850 +20.23;42.683;1;5.089;3.049;1.247;0;0;6.064 +20.23;42.683;1;4.833;2.913;1.229;0;0;6.360 +50.24;26.663;0;3.247;2.789;1.206;1;1;6.074 +20.23;42.683;1;1.94;1.997;1.61;0;0;3.226 +122.91;210.537;3;0.868;3.59;1.462;3;1;2.626 +45.61;28.269;0;2.275;2.445;1.29;1;0;4.474 +44.45;16.786;0;2.539;1.84;0.92;1;1;5.429 +38.33;54.156;1;1.737;2.472;0.638;1;0;6.848 +70.14;50.908;3;0.59;1.909;0.907;2;0;3.850 +52.6;72.29;0;3.618;3.197;1.356;0;2;4.878 +52.6;72.29;0;4.091;3.568;1.15;0;2;5.190 +9.23;11;0;2.274;2.15;1.754;0;0;3.700 +46.15;54.999;0;2.11;3.866;1.521;0;0;5.291 +54.57;41.028;0;3.742;3.136;1.773;0;0;6.042 +0;0;0;3.562;2.281;1.15;0;0;5.548 +45.61;28.269;0;1.971;2.294;1.275;1;0;4.608 +121.26;6.249;0;2.869;3.095;0.862;2;0;6.188 +94.88;149.498;0;4.207;3.047;1.283;3;0;6.240 +20.23;42.683;1;0.347;1.334;1.768;0;0;0.935 +41.57;57.28;1;0.734;2.548;1.853;2;0;3.250 +38.8;0;1;1.364;1.334;1.212;0;0;6.102 +86.71;27.185;0;2.06;2.394;1.088;0;0;6.579 +92.31;70.941;2;2.195;3.082;0.999;3;0;7.044 +98.61;57.46;0;2.054;2.891;1.442;3;0;9.140 +44.45;16.786;0;1.676;1.509;0.779;1;1;5.308 +56.15;36.022;2;0.59;1.879;1.001;2;0;2.838 +56.15;36.022;2;1.945;2.461;0.805;2;0;3.351 +62.73;86.378;2;2.273;2.478;1.254;5;0;3.331 +86.52;117.437;2;2.031;2.679;1.198;6;1;6.447 +20.23;42.683;1;-0.172;1.155;1.911;0;0;0.590 +107.65;178.917;0;4.219;3.945;1.078;1;2;5.030 +26.3;36.145;0;0.996;1.723;1.805;0;1;2.827 +52.6;72.29;0;0.787;2.223;1.8;0;2;2.899 +138.26;86.133;0;0.491;2.854;1.146;0;2;8.349 +52.6;72.29;0;2.577;2.707;1.313;0;2;3.603 +52.33;62.438;0;0.567;2.239;1.542;1;1;2.668 +9.23;11;0;0.8;1.509;2.003;0;0;1.730 +100.39;91.775;0;2.682;2.903;1.823;1;0;9.141 +110.96;13.843;0;3.089;3.015;0.889;0;0;6.442 +95.37;54.336;0;2.433;2.915;1.394;2;0;8.564 +115.41;71.512;0;2.223;2.903;1.295;1;0;8.150 +82.48;37.55;0;3.213;2.806;1.172;1;0;8.849 +110.96;13.843;0;1.971;2.52;1.012;0;0;8.207 +64.63;90.3;1;1.651;2.785;1.346;1;2;3.072 +21.26;29.011;1;2.826;2.709;1.184;1;0;5.036 +76.43;6.922;0;2.723;2.553;0.835;0;0;7.483 +38.8;0;1;0.845;1.155;1.177;0;0;5.562 +45.61;28.269;0;1.579;2.397;1.162;1;0;4.437 +110.96;13.843;0;1.321;2.402;0.988;0;0;7.128 +193.91;332.83;5;-0.139;4.73;1.551;1;1;3.277 +180.08;310.81;5;0.143;4.805;1.597;2;1;3.795 +182.91;301.147;4;0.036;4.758;1.584;1;1;4.602 +49.41;71.18;1;4.761;3.537;1.147;2;2;4.307 +26.02;32.897;2;2.193;2.056;0.992;1;0;6.130 +12.89;16.786;0;1.533;2.056;1.203;1;0;3.481 +77.82;99.365;4;3.048;2.813;0.791;4;0;4.632 +74.57;147.153;2;1.789;3.373;1.175;3;1;3.432 +23.55;31.394;0;0.16;1.7;2.092;2;0;1.601 +58.56;75.965;0;1.648;2.689;1.675;4;0;7.037 +38.57;6.249;0;0.59;1.7;1.19;2;0;2.232 +61.35;36.022;2;-0.273;1.475;0.876;2;0;3.392 +95.96;6.249;0;0.454;2.072;0.8;2;0;4.858 +121.26;6.249;0;0.454;2.227;0.677;2;0;6.059 +140.02;119.209;4;-0.812;2.478;0.926;3;0;7.378 +36.6;20.263;0;1.354;1.89;2.073;3;0;1.430 +181.62;324.873;7;-0.392;3.629;0.863;2;1;3.573 +181.62;324.873;7;-0.875;3.595;0.945;2;1;6.430 +3.24;3.124;0;2.193;2.048;1.241;1;0;4.385 +61.35;36.022;2;1.628;2.231;0.75;2;0;3.298 +111.56;99.4;2;0.658;3.426;1.189;4;0;2.685 +16.13;19.91;0;1.272;2.473;1.256;2;0;4.733 +75.01;128.306;1;1.146;3.505;1.232;3;1;3.674 +63.87;6.249;0;0.198;1.975;0.858;2;0;5.470 +83.67;84.184;1;0.349;2.397;2.092;1;1;5.760 +114.76;56.999;1;-0.755;2.214;1.033;1;1;5.130 +96.3;102.044;1;-0.463;2.434;1.256;3;2;5.120 +93.21;118.087;1;-0.147;2.355;1.644;2;0;5.900 +75.99;73.774;1;0.787;2.266;1.185;2;0;5.551 +47.56;65.155;1;1.459;2.72;1.265;1;0;6.520 +56.79;76.155;1;1.064;2.72;1.346;1;0;6.883 +38.33;54.156;1;2.222;2.725;1.012;1;0;5.942 +70.14;50.908;3;-0.792;1.401;0.647;2;0;3.979 +47.36;21.135;1;0.18;1.627;1.051;2;0;2.188 +73.58;63.842;2;0.894;3.136;1.388;3;0;3.008 +12.03;18.011;1;1.859;1.989;1.062;1;0;5.790 +20.23;42.683;1;-0.814;1;2.353;0;0;0.989 +69.48;142.262;0;4.096;3.884;1.169;2;1;5.742 +65.82;80.765;0;3.692;3.883;1.087;3;0;6.756 +164.9;144.333;4;0.16;3.323;0.833;4;0;4.330 +76.66;108.311;2;2.087;3.468;1.137;2;0;4.652 +52.6;72.29;0;2.005;2.468;1.281;0;2;3.770 +35.53;47.145;0;3.967;3.368;1.533;0;1;5.475 +55.84;75.414;0;1.907;2.892;1.439;1;2;3.536 +29.54;39.269;0;3.026;2.828;1.243;1;1;4.339 +29.46;53.683;1;-0.081;1.577;1.952;0;0;0.590 +35.53;47.145;0;0.538;1.952;1.928;0;1;2.511 +38.69;64.683;1;0.224;2.108;1.904;0;0;1.888 +65.57;76.79;1;0.489;1.999;1.533;0;0;7.699 +90.51;65.67;1;-0.759;1.929;1.402;1;1;4.107 +87.43;55.411;2;-1.222;1.575;1.362;1;0;6.618 +115.41;71.512;0;1.919;2.72;1.291;1;0;7.671 +115.41;71.512;0;1.602;2.687;1.288;1;0;7.341 +133.44;75.193;0;0.906;3.034;0.941;3;1;7.858 +9.23;11;0;4.19;2.225;0.58;0;0;7.012 +29.46;53.683;1;3.028;2.225;0.548;0;0;6.176 +29.46;53.683;1;2.736;2.183;0.62;0;0;5.527 +100.87;112.494;0;3.275;2.661;1.243;2;0;5.636 +29.46;53.683;1;2.736;2.187;0.62;0;0;5.372 +35.25;43.897;2;1.246;2.056;1.081;1;0;5.571 +41.57;57.28;1;1.838;2.611;1.175;2;0;3.155 +96.31;77.727;1;1.126;3.536;1.157;3;0;3.594 +35.25;43.897;2;1.246;2.046;1.081;1;0;5.642 +29.46;53.683;1;1.246;2.046;1.114;0;0;3.480 +9.23;11;0;1.859;1.989;1.164;0;0;3.432 +35.25;43.897;2;1.246;2.031;1.081;1;0;4.011 +29.46;53.683;1;1.246;2.031;1.114;0;0;3.680 +75.74;93.694;3;2.195;4.365;1.086;2;0;5.132 +94.89;20.765;0;2.492;2.659;1.194;0;0;6.790 +88.03;86.378;2;3.185;2.93;1.13;5;0;4.485 +102.02;101.265;3;2.273;2.459;1.086;5;0;4.288 +0;0;0;3.562;2.031;1.15;0;0;5.450 +0;0;0;3.259;1.975;1.111;0;0;4.530 +20.23;42.683;1;2.193;1.975;1.02;0;0;4.765 +0;0;0;2.942;1.924;1.063;0;0;3.524 +103.35;161.259;2;2.401;3.053;0.798;1;0;4.140 +0;0;0;3.562;2.119;1.15;0;0;4.317 +0;0;0;3.21;1.924;0.788;0;0;4.933 +20.23;42.683;1;1.859;1.924;0.949;0;0;3.710 +12.89;16.786;0;2.66;2.408;0.976;1;0;3.618 +0;0;0;3.677;2.344;0.868;0;0;4.980 +28.24;0;0;3.169;2.238;0.711;0;0;4.025 +0;0;0;2.942;1.918;1.063;0;0;3.653 +26.02;32.897;2;1.859;1.918;0.917;1;0;5.168 +20.23;42.683;1;1.859;1.918;0.949;0;0;3.760 +45.82;50.747;0;2.241;2.108;0.942;1;0;4.040 +0;0;0;3.677;2.324;0.868;0;0;5.001 +0;0;0;2.942;1.908;1.063;0;0;3.791 +20.23;42.683;1;1.859;1.908;0.949;0;0;3.863 +84.32;125.108;2;0.139;2.748;1.267;2;1;2.359 +28.24;0;0;3.169;2.224;0.711;0;0;4.756 +0;0;0;2.459;1.475;1.5;0;0;4.002 +0;0;0;1.672;1.225;0.562;0;0;3.280 +35.53;47.145;0;4.579;3.875;0.927;0;1;8.067 +17.07;25.145;0;1.442;1.509;1.157;0;1;2.576 +0;0;0;3.291;1.549;2;0;0;4.927 +0;0;0;2.957;1.509;0.533;0;0;4.186 +0;0;0;2.604;1.475;0.505;0;0;3.460 +0;44.88;0;2.419;1.509;0.731;0;0;3.954 +0;0;0;6.166;2.959;0.57;0;0;8.271 +0;0;0;2.226;1.265;2.5;0;0;3.643 +0;0;0;1.817;1.225;0.502;0;0;3.254 +0;0;0;3.558;1.978;1;0;0;6.720 +12.53;11;0;4.452;2.862;0.543;0;0;6.508 +60.98;61.404;0;3.429;2.749;1.08;0;0;5.300 +12.53;11;0;4.214;2.687;0.504;0;0;6.210 +0;0;0;5.124;2.515;0.456;0;0;6.777 +0;0;0;5.469;2.573;0.465;0;0;6.623 +0;0;0;2.081;1.401;0.501;0;0;3.485 +0;0;0;1.672;1.334;0.562;0;0;2.642 +0;0;0;2.604;1.559;0.664;0;0;3.655 +0;0;0;2.604;1.43;0.505;0;0;3.842 +0;0;0;2.226;1.401;0.826;0;0;3.339 +12.53;11;0;0.408;1.689;1.038;0;0;3.587 +0;0;0;2.081;1.509;0.685;0;0;4.322 +0;0;0;1.817;1.334;0.718;0;0;2.490 +18.46;22;0;1.466;2.15;1.22;0;0;2.937 +67.34;94.527;2;-0.297;1.604;1.682;0;0;3.044 +0;0;0;4.634;2.018;0.461;0;0;5.600 +0;0;0;4.063;1.96;0.499;0;0;4.750 +20.23;42.683;1;3.909;2.12;0.281;0;0;5.560 +0;0;0;6.232;2.728;0.493;0;0;7.610 +0;0;0;6.47;2.805;0.469;0;0;8.780 +20.23;42.683;1;3.046;2.027;0.602;0;0;5.632 +0;0;0;4.634;2.027;0.461;0;0;4.874 +20.23;42.683;1;3.314;2.027;0.409;0;0;4.495 +0;0;0;4.926;2.074;0.478;0;0;4.674 +26.02;32.897;2;3.314;2.031;0.366;1;0;4.761 +20.23;42.683;1;3.314;2.031;0.409;0;0;4.864 +0;0;0;6.47;2.821;0.469;0;0;8.440 +0;0;0;5.472;2.676;0.577;0;0;5.640 +55.05;61.747;0;4.296;3.055;0.603;1;0;5.878 +45.82;50.747;0;3.11;2.165;0.478;1;0;4.434 +92.35;174.455;1;3.84;3.373;0.802;1;1;4.257 +20.23;42.683;1;2.461;1.975;0.737;0;0;5.691 +0;0;0;3.795;1.975;0.657;0;0;5.420 +39.94;104.289;0;4.281;3.357;1.002;3;0;4.713 +0;0;0;4.063;1.975;0.499;0;0;4.830 +26.02;32.897;2;2.729;1.975;0.462;1;0;5.430 +20.23;42.683;1;2.729;1.975;0.5;0;0;4.797 +45.82;50.747;0;3.11;2.16;0.478;1;0;4.660 +0;0;0;5.989;2.733;0.529;0;0;6.989 +26.02;32.897;2;2.729;1.975;0.462;1;0;4.742 +29.46;53.683;1;3.842;2.887;0.614;0;0;6.109 +45.82;50.747;0;2.842;2.154;0.726;1;0;4.268 +75.13;100.774;3;4.512;3.662;0.702;5;0;6.650 +0;0;0;3.478;1.924;0.575;0;0;4.138 +41.57;57.28;1;3.18;3.292;1.014;2;0;4.992 +42.52;44.313;0;4.746;2.905;0.916;0;0;4.711 +45.82;50.747;0;2.509;2.119;0.617;1;0;4.310 +0;0;0;5.472;2.703;0.577;0;0;6.209 +0;0;0;4.416;2.605;0.723;0;0;5.626 +0;0;0;5.989;2.758;0.529;0;0;8.160 +0;0;0;5.989;2.712;0.529;0;0;6.990 +30.18;48.531;0;4.27;3.354;0.867;3;0;6.212 +0;0;0;3.945;2.344;0.678;0;0;5.500 +0;0;0;3.478;1.918;0.575;0;0;4.304 +45.82;50.747;0;2.509;2.108;0.617;1;0;3.840 +0;0;0;4.416;2.591;0.723;0;0;5.641 +0;0;0;3.945;2.324;0.678;0;0;5.009 +0;0;0;2.876;1.857;0.699;0;0;3.918 +0;0;0;3.478;1.908;0.575;0;0;4.787 +72.68;73.324;1;0.403;2.355;1.424;4;1;2.572 +22;73.15;0;3.983;3.431;0.951;1;0;4.900 +61.82;73.324;0;0.736;2.405;1.546;4;1;3.028 +0;59.84;0;1.817;1.43;1.988;0;0;2.018 +65.72;101.271;2;-0.234;1.975;1.091;2;1;3.716 +74.57;132.193;2;1.671;3.501;1.095;3;1;3.742 +43.24;59.409;0;4.396;3.542;0.91;3;0;4.579 +39.72;65.971;1;3.289;3.767;1.129;1;0;5.754 +64.16;92.47;0;3.613;4.245;1.175;4;2;4.835 +59.32;78.204;0;4.832;4.074;0.962;1;2;8.582 +59.32;123.084;0;4.217;4.111;0.994;1;2;8.678 +59.32;78.204;0;4.794;3.99;0.645;1;2;9.945 +59.32;78.204;0;3.907;3.934;0.908;1;2;9.063 +114.19;100.652;3;0.821;3.06;1.082;6;1;2.533 +75.39;67.204;0;2.981;2.784;1.072;1;2;6.475 +98.18;62.119;0;0.796;1.84;0.743;2;2;6.251 +59.32;93.164;0;4.279;3.962;0.907;1;2;9.133 +59.32;78.204;0;4.115;3.934;0.76;1;2;10.047 +36.26;60.144;0;3.3;3.469;1.102;2;1;4.920 +49.57;64.63;0;-0.259;1.989;1.103;3;1;3.340 +237.75;223.047;8;0.083;3.249;1.04;7;1;2.928 +43.09;58.042;2;-0.38;1.401;1.151;1;1;2.649 +166.75;250.102;6;1.632;5.369;1.145;6;4;4.270 +48.02;61.166;2;2.589;2.919;0.826;2;0;4.234 +43.09;58.042;2;2.481;2.133;0.506;1;1;2.348 +84.13;65.794;4;-1.434;1.225;0.335;2;0;3.884 +70.14;50.908;3;1.294;2.203;0.591;2;0;3.476 +26.02;32.897;2;0.202;1.334;1.347;1;0;3.133 +52.04;65.794;4;-1.053;1.334;1.61;2;0;3.358 +68.01;92.593;3;-0.283;2.17;0.893;3;1;3.775 +26.02;32.897;2;2.729;1.979;0.462;1;0;5.160 +26.02;32.897;2;3.314;2.018;0.366;1;0;5.430 +26.02;32.897;2;2.127;1.924;0.597;1;0;6.409 +52.04;65.794;4;0.893;1.918;0.732;2;0;4.263 +26.02;32.897;2;1.506;1.857;0.815;1;0;5.371 +90.37;131.635;3;0.332;2.706;1.313;3;1;2.072 +129.62;165.834;6;2.703;3.078;0.775;7;0;4.404 +12.53;11;0;-0.564;1.5;1.733;0;0;2.332 +12.53;11;0;1.533;2.274;1.026;0;0;4.018 +74.92;138.783;1;3.16;2.827;1.14;2;1;5.301 +26.3;81.025;0;5.4;3.936;0.991;0;1;8.112 +58.2;116.232;2;3.508;3.281;0.803;2;1;7.802 +41.13;61.166;2;3.988;3.169;0.627;2;0;7.478 +17.07;25.145;0;4.912;2.659;0.491;0;0;6.394 +34.14;50.29;0;1.415;2.074;1.108;0;0;5.001 +34.14;50.29;0;2.233;2.415;0.866;0;0;5.545 +58.2;86.311;2;3.652;3.557;1.237;2;2;4.249 +37.3;67.828;1;3.696;3.117;1.149;0;0;5.170 +73.22;61.166;2;-1.202;1.795;0.599;2;1;3.769 +120.73;148.22;1;0.096;2.964;1.16;4;1;3.508 +41.13;61.166;2;-1.095;1.726;1.463;2;0;1.188 +182.83;315.561;5;1.662;5.831;1.351;0;1;3.884 +203.06;358.244;6;0.957;5.839;1.345;0;1;4.566 +34.14;50.29;0;0.076;1.84;1.493;0;0;3.788 +20.31;28.269;0;-0.273;1.401;2.073;1;1;0.704 +77.76;153.195;3;0.559;2.137;0.767;0;0;3.669 +17.07;25.145;0;1.769;1.989;0.927;0;0;3.976 +66.05;93.43;1;1.348;2.09;0.784;1;0;4.024 +32.67;47.536;0;3.223;2.773;0.881;2;0;4.403 +54.57;41.028;0;4.789;3.58;1.505;0;0;5.512 +87.08;111.608;1;1.749;3.666;1.085;3;0;4.225 +42.52;44.313;0;1.473;2.241;1.158;0;0;4.072 +42.52;44.313;0;2.777;2.643;1.055;0;0;4.570 +54.74;39.247;0;3.115;2.706;0.946;0;0;6.075 +80.74;61.166;2;-0.31;1.918;0.578;2;1;4.221 +30.21;36.145;0;2.265;2.344;0.923;0;1;4.032 +60.13;76.448;0;2.288;2.848;1.591;4;0;3.220 +38.77;22.156;0;2.779;2.639;0.859;0;0;4.001 +118.65;210.6;1;3.773;3.759;0.95;1;2;4.501 +54.37;92.973;1;3.374;3.061;0.91;0;1;3.599 +37.3;67.828;1;4.548;3.101;1.137;0;1;4.560 +115.14;206.609;3;-1.169;2.333;1.496;1;3;2.736 +46.53;78.828;1;2.086;2.455;0.941;0;1;3.047 +46.53;78.828;1;2.354;2.455;0.743;0;1;3.783 +104.06;189.34;3;1.929;3.197;1.021;0;2;4.187 +57.53;110.512;2;1.643;2.09;0.814;0;1;3.068 +76.21;117.511;3;1.119;2.25;0.375;2;1;3.644 +50.94;76.132;1;3.77;3.091;1.081;3;0;4.010 +67.79;107.839;2;2.347;3.243;1.4;1;1;3.917 +84.58;129.736;4;0.925;3.178;1.263;2;1;3.902 +81.95;157.061;4;1.358;3.325;1.248;1;0;3.277 +57.28;71.694;3;2.124;3.455;1.069;2;0;4.305 +94.83;178.34;3;1.661;3.391;0.942;0;0;3.961 +20.23;42.683;1;0.8;1.401;1.698;0;0;1.820 +20.23;42.683;1;1.209;1.43;0.476;0;0;3.002 +52.49;103.377;3;-0.917;1.84;1.75;1;0;2.957 +40.46;85.367;2;-1.053;1.334;1.827;0;0;0.122 +29.46;53.683;1;-0.081;1.678;1.952;0;0;1.070 +38.69;64.683;1;-0.129;2.15;1.971;0;0;1.530 +336.43;551.098;16;-5.199;4.3;1.373;7;0;3.077 +115.38;179.269;3;1.228;3.039;0.787;2;1;3.025 +347.32;571.952;18;-6.446;4.624;1.39;5;0;3.088 +97.99;195.878;4;-1.204;2.214;1.066;0;1;3.177 +138.45;281.245;6;1.442;3.878;1.205;0;0;5.291 +20.23;42.683;1;2.461;1.975;0.737;0;0;4.852 +20.23;42.683;1;2.296;1.924;0.521;0;0;4.464 +20.23;42.683;1;2.127;1.924;0.633;0;0;4.426 +66.05;93.43;1;1.348;2.119;0.784;1;0;4.016 +20.23;42.683;1;3.127;2.605;0.797;0;0;4.668 +40.46;85.367;2;3.635;3.12;1.03;0;0;4.962 +20.23;42.683;1;2.637;2.344;0.758;0;0;4.610 +20.23;42.683;1;1.506;1.857;0.853;0;0;3.850 +20.23;42.683;1;2.127;1.908;0.633;0;0;4.238 +20.23;42.683;1;3.127;2.57;0.797;0;0;5.380 +56.15;36.022;2;-0.665;1.726;0.676;2;0;3.589 +61.52;41.93;0;3.447;2.307;0.662;1;2;4.932 +44.45;16.786;0;3.648;2.427;0.757;1;1;6.099 +44.45;16.786;0;3.33;2.281;0.701;1;1;6.540 +88.9;33.571;0;4.405;2.456;0.568;2;2;6.399 +44.45;16.786;0;3.265;2.134;0.637;1;1;6.131 +64.18;0;0;-0.049;1.155;1.5;0;1;4.560 +50.93;0;0;0.552;2.485;1.147;3;0;2.540 +79.93;16.786;1;1.769;2.239;0.793;1;0;4.494 +118.06;85.367;4;-0.081;1.768;1.061;0;0;3.758 +86.34;105.331;1;1.616;2.97;0.983;5;0;4.168 +165.15;185.897;0;0.575;2.608;1.809;3;0;3.850 +119.33;134.931;0;0.289;2.587;1.989;2;0;3.339 +91.64;101.494;0;2.239;2.296;0.884;2;0;5.441 +134.73;159.536;2;1.649;2.527;0.818;3;1;3.138 +111.87;144.177;1;1.748;2.377;0.839;2;0;4.790 +137.46;152.241;0;2.359;2.527;0.825;3;0;4.390 +157.69;194.924;1;1.543;2.527;0.647;3;0;3.430 +45.82;50.747;0;2.574;2.168;1.014;1;0;3.978 +71.84;83.644;2;1.969;2.168;0.531;2;0;4.489 +91.64;101.494;0;2.239;2.334;0.884;2;0;3.718 +91.64;101.494;0;2.507;2.334;0.543;2;0;5.402 +111.87;144.177;1;1.395;2.334;0.716;2;0;4.606 +91.64;101.494;0;1.886;2.287;0.769;2;0;3.591 +45.82;50.747;0;2.574;2.141;1.014;1;0;4.558 +45.82;50.747;0;2.842;2.141;0.726;1;0;4.611 +45.82;50.747;0;3.11;2.141;0.478;1;0;4.620 +45.82;50.747;0;1.887;2.048;0.842;1;0;3.615 +45.82;50.747;0;2.241;2.09;0.942;1;0;4.140 +0;0;0;3.958;2.488;0.802;0;0;3.575 +7.76;0;0;2.122;2.7;1.053;2;0;5.010 +9.23;11;0;3.395;2.692;0.941;0;0;5.433 +0;0;0;3.876;2.539;0.837;0;0;4.909 +15.79;0;1;2.859;2.614;0.752;1;0;4.700 +15.79;0;1;1.834;2.176;0.81;1;0;5.069 +0;0;0;5.551;3.231;0.689;0;0;6.004 +0;0;0;4.76;2.868;0.7;0;0;6.281 +0;0;0;4.332;2.7;0.758;0;0;5.406 +0;0;0;4.332;2.727;0.758;0;0;6.700 +13.14;9.507;0;3.743;2.995;0.783;0;0;4.737 +28.24;0;0;4.76;2.995;0.65;0;0;6.027 +0;0;0;3.386;2.284;0.805;0;0;4.147 +12.89;16.786;0;2.066;2.284;0.867;1;0;3.711 +12.89;16.786;0;3.051;2.727;0.8;1;0;4.851 +12.89;16.786;0;2.066;2.284;0.867;1;0;3.530 +132.86;33.571;0;2.892;3.487;0.572;2;0;3.619 +28.24;0;0;3.876;2.614;0.652;0;0;5.597 +28.24;0;0;2.851;2.176;0.656;0;0;3.357 +12.89;16.786;0;0.468;1.8;1.038;1;0;1.815 +28.24;0;0;1.173;1.667;0.667;0;0;2.421 +79.63;77.875;2;1.326;3.024;1.126;5;0;5.054 +0;0;0;2.734;1.857;0.831;0;0;3.890 +278.8;413.191;5;-0.321;6.439;1.557;11;11;4.779 +0;0;0;3.374;2.075;1.204;0;0;3.792 +17.07;25.145;0;0.094;1.334;1.328;0;0;5.993 +23.79;31.059;0;-0.317;1.155;1.403;1;1;1.057 +26.3;36.145;0;2.754;2.454;1.421;0;1;4.886 +43.37;61.29;0;3.626;3.373;1.111;0;1;5.541 +58.11;32.897;2;-0.317;1.225;0.575;1;1;3.638 +40.46;85.367;2;0.706;1.689;1.594;0;0;1.220 +29.46;53.683;1;1.629;2.353;1.2;0;0;2.614 +38.33;54.156;1;2.378;2.587;1.055;1;0;4.762 +45.34;34.106;0;1.297;2.042;1.933;0;0;2.829 +40.46;85.367;2;3.956;3.123;0.959;0;0;5.370 +0;0;0;3.477;1.857;1.429;0;0;4.819 +17.07;25.145;0;1.442;1.84;1.58;0;0;4.039 +0;0;0;4.203;1.997;1.625;0;0;5.470 +0;0;0;4.823;2.299;1.6;0;0;5.299 +52.6;72.29;0;6.338;4.16;1.402;0;2;6.194 +56.15;36.022;2;1.971;2.472;1.144;2;0;3.520 +54.57;41.028;0;3.234;2.901;1.984;0;0;4.862 +102.78;20.263;0;3.322;2.901;0.874;0;0;7.676 +47.36;56.055;0;3.373;3.471;0.992;3;0;4.943 +94.88;104.618;0;4.066;3.016;1.314;3;0;7.012 +45.61;28.269;0;3.092;2.814;0.948;1;0;5.548 +20.31;28.269;0;2.821;2.502;1.283;1;1;3.078 +121.26;6.249;0;1.761;2.66;0.779;2;0;5.976 +70.14;50.908;3;-0.273;1.577;0.756;2;0;3.936 +12.03;18.011;1;0.8;1.509;1.846;1;0;3.118 +12.03;18.011;1;2.193;2.134;1.117;1;0;5.460 +62.73;86.378;2;2.59;2.546;1.277;5;0;3.601 +88.03;86.378;2;2.273;2.575;1.159;5;0;3.630 +26.3;36.145;0;0.586;1.577;1.881;0;1;2.090 +107.02;52.33;0;0.64;2.614;1.233;1;0;5.762 +54.57;41.028;0;4.449;2.988;1.497;0;0;6.560 +82.67;47.447;1;3.747;2.935;1.513;1;0;8.113 +129.95;30.53;0;1.145;2.637;1.444;0;0;9.150 +0;0;0;2.942;1.989;1.063;0;0;4.502 +91.49;117.376;5;-0.329;1.868;1.621;5;0;1.983 +3.24;3.124;0;4.761;3.273;1.052;1;0;5.551 +44.45;16.786;0;1.157;1.334;0.685;1;1;5.418 +12.03;18.011;1;-0.172;1.155;2.177;1;0;2.958 +75.99;73.774;1;0.057;2.093;1.123;2;1;6.964 +47.56;65.155;1;1.57;2.644;1.376;1;0;4.910 +56.15;36.022;2;-0.273;1.559;0.876;2;0;3.825 +21.26;73.891;1;4.153;3.383;1.121;1;0;5.783 +103.56;133.775;0;3.168;4.055;1.153;3;2;6.389 +110.45;141.047;1;2.767;3.488;1.216;2;2;4.071 +67.01;70.941;2;1.052;2.676;1.137;3;0;6.119 +71.06;94.289;0;0.977;3.191;1.146;0;0;2.506 +54.57;41.028;0;1.246;2.086;1.875;0;0;9.099 +124.73;67.257;0;1.02;2.969;0.946;1;2;5.600 +63.22;80.144;0;1.936;3.852;1.151;0;0;8.028 +18.46;22;0;4.268;3.164;0.857;0;0;7.087 +46.53;78.828;1;2.758;2.856;1.022;0;1;3.794 +36.28;22.156;0;-0.317;1.225;1.333;0;0;0.495 +7.76;0;0;1.586;2.674;1.166;2;0;4.823 +0;0;0;4.588;2.744;0.807;0;0;6.190 +0;0;0;3.259;1.979;1.111;0;0;4.300 +45.82;50.747;0;2.241;2.119;0.942;1;0;4.010 +20.23;42.683;1;2.193;1.96;1.02;0;0;4.038 +0;0;0;2.608;1.857;1;0;0;3.002 +26.02;32.897;2;1.859;1.908;0.917;1;0;5.312 +12.53;11;0;4.452;2.716;0.49;0;0;5.513 +0;0;0;2.226;1.401;0.57;0;0;3.492 +0;0;0;2.226;1.509;0.826;0;0;2.608 +9.23;11;0;1.587;1.84;1.05;0;0;2.778 +0;0;0;1.364;1.155;0.576;0;0;2.659 +0;0;0;4.092;2.12;0.53;0;0;5.389 +26.02;32.897;2;3.617;2.074;0.288;1;0;5.559 +20.23;42.683;1;3.617;2.074;0.34;0;0;5.760 +20.23;42.683;1;3.617;2.074;0.34;0;0;5.610 +0;0;0;4.366;2.031;0.57;0;0;5.550 +45.82;50.747;0;3.11;2.154;0.478;1;0;4.251 +0;0;0;6.232;2.766;0.493;0;0;7.509 +0;0;0;5.472;2.657;0.577;0;0;6.670 +50.94;76.132;1;4.013;3.218;1.104;3;0;5.020 +32.67;45.055;0;3.355;3.097;0.889;2;1;4.821 +0;0;0;4.416;2.57;0.723;0;0;5.422 +47.58;62.119;0;3.133;2.324;0.467;2;2;6.210 +126.44;152.848;3;-0.172;2.629;1.025;4;0;3.839 +26.02;32.897;2;2.729;1.975;0.462;1;0;5.437 +52.04;65.794;4;3.586;2.758;0.518;2;0;5.381 +26.02;32.897;2;2.127;1.918;0.597;1;0;6.108 +26.02;32.897;2;2.127;1.908;0.597;1;0;5.190 +115.47;84.479;4;0.038;2.278;0.544;5;1;4.006 +57.53;110.512;2;3.31;3.267;1.169;0;0;4.535 +39.44;45.652;0;4.332;4.121;1.12;0;1;8.164 +20.31;28.269;0;0.198;1.782;1.559;1;1;4.906 +87.28;110.688;1;2.843;3.244;0.745;3;1;4.022 +47.56;65.155;1;1.191;2.899;1.265;1;0;3.470 +37.3;67.828;1;1.667;2.031;0.867;0;0;4.462 +74.6;135.657;2;-0.45;1.823;1.075;0;2;2.764 +46.53;78.828;1;2.378;2.472;0.988;0;1;3.474 +155.68;277.562;4;-1.358;3.033;1.552;2;4;3.103 +116.67;180.366;4;-1.96;2.021;1.83;1;1;3.908 +49.33;85.839;2;3.988;3.047;0.694;1;1;4.121 +20.23;42.683;1;0.347;1.334;0.961;0;0;2.579 +23.47;45.808;1;-0.081;1.577;2.001;1;0;2.959 +58.92;107.366;2;-0.937;2.299;1.936;0;0;0.460 +20.23;42.683;1;3.617;2.074;0.34;0;0;6.110 +20.23;42.683;1;3.314;2.027;0.409;0;0;5.461 +56.15;36.022;2;3.112;2.997;0.701;2;0;3.531 +105.86;19.91;0;0.623;2.116;0.508;2;0;5.922 +45.82;50.747;0;2.509;2.09;0.617;1;0;3.640 +0;0;0;4.76;2.859;0.7;0;0;6.173 +24.06;35.776;2;3.326;2.837;0.849;2;0;4.651 +9.23;11;0;3.275;2.727;0.874;0;0;3.953 +0;0;0;5.165;3.111;0.732;0;0;6.219 +13.14;9.507;0;2.859;2.614;0.827;0;0;4.995 +0;0;0;2.255;1.8;0.917;0;0;2.480 diff --git a/data/sanitization.csv b/data/sanitization.csv new file mode 100644 index 0000000..d0cc802 --- /dev/null +++ b/data/sanitization.csv @@ -0,0 +1,183 @@ +sample_id,treatment,colonies_pre,colonies_post,perc_reduction colonies,morphologies_pre,morphologies_post,year,month,day,perc_reduction morph,site,phone ID,no case,screen protector +1,phonesoap,0,0,#DIV/0!,0,0,2015,10,7,#DIV/0!,phone,4,, +2,phonesoap,12,0,100,3,0,2015,10,7,100,junction,4,, +3,phonesoap,14,4,71.42857143,5,2,2015,10,7,60,case,4,, +4,ethanol,0,0,#DIV/0!,0,0,2016,4,20,#DIV/0!,phone,4,, +5,ethanol,0,1,#DIV/0!,0,1,2016,4,20,#DIV/0!,junction,4,, +6,ethanol,1,0,100,1,0,2016,4,20,100,case,4,, +7,phonesoap,19,0,100,7,0,2015,10,7,100,phone,5,, +8,phonesoap,29,0,100,3,0,2015,10,7,100,junction,5,, +9,phonesoap,50,8,84,8,3,2015,10,7,62.5,case,5,, +10,bleachwipe,0,0,#DIV/0!,0,0,2015,11,12,#DIV/0!,phone,15,, +11,bleachwipe,12,1,91.66666667,5,1,2015,11,12,80,junction,15,, +12,bleachwipe,47,1,97.87234043,4,1,2015,11,12,75,case,15,, +13,quatricide,1,1,0,1,1,2015,12,8,0,phone,15,, +14,quatricide,23,0,100,4,0,2015,12,8,100,junction,15,, +15,quatricide,100,1,99,6,1,2015,12,8,83.33333333,case,15,, +16,kimwipe,25,5,80,4,2,2016,5,10,50,phone,15,, +17,kimwipe,35,18,48.57142857,4,3,2016,5,10,25,junction,15,, +18,kimwipe,40,7,82.5,3,1,2016,5,10,66.66666667,case,15,, +19,phonesoap,20,0,100,4,0,2015,10,7,100,phone,17,,plastic +20,phonesoap,50,1,98,5,1,2015,10,7,80,junction,17,,plastic +21,phonesoap,41,5,87.80487805,5,4,2015,10,7,20,case,17,,plastic +22,bleachwipe,55,6,89.09090909,5,3,2015,11,12,40,phone,17,,plastic +23,bleachwipe,19,3,84.21052632,4,1,2015,11,12,75,junction,17,,plastic +24,bleachwipe,93,9,90.32258065,6,2,2015,11,12,66.66666667,case,17,,plastic +25,ethanol,38,13,65.78947368,3,3,2016,4,21,0,phone,17,,plastic +26,ethanol,6,3,50,2,1,2016,4,21,50,junction,17,,plastic +27,ethanol,44,2,95.45454545,5,2,2016,4,21,60,case,17,,plastic +28,kimwipe,50,3,94,4,2,2016,5,10,50,phone,17,,plastic +29,kimwipe,25,37,-48,5,3,2016,5,10,40,junction,17,,plastic +30,kimwipe,5,0,100,2,0,2016,5,10,100,case,17,,plastic +31,quatricide,8,28,-250,2,2,,,,0,phone,17,,plastic +32,quatricide,10,1,90,2,1,,,,50,junction,17,,plastic +33,quatricide,14,4,71.42857143,3,2,,,,33.33333333,case,17,,plastic +34,phonesoap,12,0,100,4,0,2015,10,7,100,phone,18,,plastic +35,phonesoap,21,0,100,6,0,2015,10,7,100,junction,18,,plastic +36,phonesoap,52,0,100,6,0,2015,10,7,100,case,18,,plastic +37,bleachwipe,5,0,100,2,0,2015,11,12,100,phone,18,, +38,bleachwipe,1,0,100,1,0,2015,11,12,100,junction,18,, +39,bleachwipe,4,6,-50,1,3,2015,11,12,-200,case,18,, +40,ethanol,8,0,100,2,0,2016,4,20,100,phone,18,, +41,ethanol,6,3,50,2,1,2016,4,20,50,junction,18,, +42,ethanol,44,2,95.45454545,5,2,2016,4,20,60,case,18,, +43,quatricide,3,0,100,3,0,2015,12,8,100,phone,19,, +44,quatricide,54,3,94.44444444,7,3,2015,12,8,57.14285714,junction,19,, +45,quatricide,13,1,92.30769231,6,1,2015,12,8,83.33333333,case,19,, +46,ethanol,3,0,100,2,0,2016,4,20,100,phone,19,, +47,ethanol,13,0,100,3,0,2016,4,20,100,junction,19,, +48,ethanol,3,0,100,1,0,2016,4,20,100,case,19,, +49,kimwipe,1,0,100,1,0,2016,5,10,100,phone,19,, +50,kimwipe,4,0,100,3,0,2016,5,10,100,junction,19,, +51,kimwipe,27,0,100,4,0,2016,5,10,100,case,19,, +52,kimwipe,7,1,85.71428571,2,1,,,,50,phone,19,, +53,kimwipe,17,6,64.70588235,4,3,,,,25,junction,19,, +54,kimwipe,4,9,-125,2,3,,,,-50,case,19,, +55,bleachwipe,0,0,#DIV/0!,0,0,2015,11,12,#DIV/0!,phone,20,, +56,bleachwipe,1,0,100,1,0,2015,11,12,100,junction,20,, +57,bleachwipe,34,13,61.76470588,6,2,2015,11,12,66.66666667,case,20,, +58,phonesoap,0,0,#DIV/0!,0,0,2016,5,10,#DIV/0!,phone,21,, +59,phonesoap,18,0,100,4,0,,,,100,case,21,, +60,kimwipe,54,1,98.14814815,4,1,,,,75,phone,28,, +61,kimwipe,53,26,50.94339623,4,4,,,,0,junction,28,, +62,kimwipe,100,47,53,5,4,,,,20,case,28,, +63,bleachwipe,62,26,58.06451613,6,5,,,,16.66666667,phone,29,, +64,bleachwipe,31,13,58.06451613,5,3,,,,40,junction,29,, +65,bleachwipe,8,0,100,3,0,,,,100,case,29,, +66,ethanol,0,0,#DIV/0!,0,0,,,,#DIV/0!,phone,30,, +67,ethanol,12,0,100,6,0,,,,100,junction,30,, +68,ethanol,18,1,94.44444444,3,1,,,,66.66666667,case,30,, +69,quatricide,0,0,#DIV/0!,0,0,,,,#DIV/0!,phone,31,,plastic +70,quatricide,73,4,94.52054795,5,3,,,,40,junction,31,,plastic +71,quatricide,5,3,40,2,2,,,,0,case,31,,plastic +72,kimwipe,1,1,0,1,1,,,,0,phone,32,, +73,kimwipe,4,1,75,3,1,,,,66.66666667,junction,32,, +74,kimwipe,1,0,100,1,0,,,,100,case,32,, +75,kimwipe,4,0,100,1,0,,,,100,phone,33,,glass +76,kimwipe,12,10,16.66666667,5,3,,,,40,junction,33,,glass +77,kimwipe,8,4,50,2,1,,,,50,case,33,,glass +78,quatricide,0,2,#DIV/0!,0,1,,,,#DIV/0!,phone,34,, +79,quatricide,43,19,55.81395349,4,3,,,,25,junction,34,, +80,quatricide,19,8,57.89473684,3,3,,,,0,case,34,, +81,phonesoap,1,0,100,1,0,,,,100,phone,37,,plastic +82,phonesoap,10,0,100,3,0,,,,100,junction,37,,plastic +83,phonesoap,2,31,-1450,2,1,,,,50,case,37,,plastic +84,ethanol,2,0,100,1,0,,,,100,phone,38,, +85,ethanol,7,1,85.71428571,3,1,,,,66.66666667,junction,38,, +86,ethanol,2,9,-350,2,1,,,,50,case,38,, +87,phonesoap,2,0,100,2,0,,,,100,phone,39,,glass +88,phonesoap,13,0,100,4,0,,,,100,junction,39,,glass +89,phonesoap,6,0,100,3,0,,,,100,case,39,,glass +90,phonesoap,0,0,#DIV/0!,0,0,2015,10,7,#DIV/0!,phone,1,, +91,phonesoap,16,0,100,4,0,2015,10,7,100,junction,1,, +92,phonesoap,32,0,100,4,0,2015,10,7,100,case,1,, +93,bleachwipe,12,0,100,3,0,2015,11,12,100,phone,1,, +94,bleachwipe,18,1,94.44444444,3,1,2015,11,12,66.66666667,junction,1,, +95,bleachwipe,11,4,63.63636364,3,2,2015,11,12,33.33333333,case,1,, +96,quatricide,10,0,100,3,0,2015,12,8,100,phone,1,, +97,quatricide,16,6,62.5,4,4,2015,12,8,0,junction,1,, +98,quatricide,15,4,73.33333333,5,2,2015,12,8,60,case,1,, +99,phonesoap,56,0,100,3,0,2016,5,10,100,phone,3,, +100,phonesoap,86,0,100,4,0,2016,5,10,100,junction,3,, +101,phonesoap,5,0,100,3,0,2016,5,10,100,case,3,, +102,quatricide,6,0,100,3,0,2015,12,8,100,phone,3,, +103,quatricide,21,0,100,4,0,2015,12,8,100,junction,3,, +104,quatricide,0,4,#DIV/0!,0,3,2015,12,8,#DIV/0!,case,3,, +105,ethanol,100,1,99,5,1,2016,4,21,80,phone,3,, +106,ethanol,14,1,92.85714286,4,1,2016,4,21,75,junction,3,, +107,ethanol,8,2,75,3,2,2016,4,21,33.33333333,case,3,, +108,bleachwipe,7,3,57.14285714,1,2,,,,-100,phone,3,, +109,bleachwipe,17,2,88.23529412,3,2,,,,33.33333333,junction,3,, +110,bleachwipe,9,1,88.88888889,2,1,,,,50,case,3,, +111,FBM_2,19,0,100,2,0,,,,100,phone,3,, +112,FBM_2,11,0,100,3,0,,,,100,junction,3,, +113,FBM_2,2,0,100,1,0,,,,100,case,3,, +114,FBM_2,10,0,100,2,0,,,,100,phone,15,, +115,FBM_2,17,0,100,4,0,,,,100,junction,15,, +116,FBM_2,15,0,100,2,0,,,,100,case,15,, +117,FBM_2,15,0,100,3,0,,,,100,phone,17,, +118,FBM_2,7,0,100,2,0,,,,100,junction,17,, +119,FBM_2,7,0,100,3,0,,,,100,case,17,, +120,FBM_2,4,0,100,4,0,,,,100,phone,47,, +121,FBM_2,12,0,100,3,0,,,,100,junction,47,, +122,FBM_2,15,0,100,3,0,,,,100,case,47,, +123,FBM_2,1,0,100,1,0,,,,100,phone,48,, +124,FBM_2,42,0,100,2,0,,,,100,junction,48,, +125,FBM_2,4,0,100,3,0,,,,100,case,48,, +126,FBM_2,9,0,100,4,0,,,,100,phone,49,, +127,FBM_2,10,0,100,3,0,,,,100,junction,49,, +128,FBM_2,9,0,100,3,0,,,,100,case,49,, +129,FBM_2,7,0,100,2,0,,,,100,phone,50,, +130,FBM_2,9,0,100,3,0,,,,100,junction,50,, +131,FBM_2,7,0,100,3,0,,,,100,case,50,, +132,CB30,50,1,98,4,1,,,,75,phone,3,, +133,CB30,8,1,87.5,4,1,,,,75,junction,3,, +134,CB30,15,4,73.33333333,4,2,,,,50,case,3,, +135,CB30,0,0,#DIV/0!,0,0,,,,#DIV/0!,phone,17,, +136,CB30,0,0,#DIV/0!,0,0,,,,#DIV/0!,junction,17,, +137,CB30,4,5,-25,2,2,,,,0,case,17,, +138,CB30,2,0,100,1,0,,,,100,phone,19,, +139,CB30,12,0,100,2,0,,,,100,junction,19,, +140,CB30,8,3,62.5,3,2,,,,33.33333333,case,19,, +141,CB30,2,0,100,2,0,,,,100,phone,32,, +142,CB30,0,0,#DIV/0!,0,0,,,,#DIV/0!,junction,32,, +143,CB30,5,0,100,2,0,,,,100,case,32,, +144,CB30,7,1,85.71428571,3,1,,,,66.66666667,phone,51,, +145,CB30,15,0,100,3,0,,,,100,junction,51,, +146,CB30,12,6,50,3,3,,,,0,case,51,, +147,CB30,6,1,83.33333333,1,1,,,,0,phone,52,, +148,CB30,9,0,100,1,0,,,,100,junction,52,, +149,CB30,4,3,25,1,1,,,,0,case,52,, +150,CB30,0,0,#DIV/0!,0,0,,,,#DIV/0!,phone,53,, +151,CB30,3,1,66.66666667,2,1,,,,50,junction,53,, +152,CB30,1,1,0,1,1,,,,0,case,53,, +153,CB30,1,0,100,1,0,,,,100,phone,18,, +154,CB30,3,0,100,2,0,,,,100,junction,18,, +155,CB30,30,5,83.33333333,4,3,,,,25,case,18,, +156,CB30,2,3,-50,2,1,,,,50,phone,54,, +157,CB30,15,7,53.33333333,3,3,,,,0,junction,54,, +158,CB30,42,17,59.52380952,4,3,,,,25,case,54,, +159,cellblaster,7,0,100,2,0,,,,100,phone,4,, +160,cellblaster,100,6,94,7,4,,,,42.85714286,junction,4,, +161,cellblaster,9,0,100,3,0,,,,100,case,4,, +162,cellblaster,33,22,33.33333333,5,4,,,,20,phone,5,, +163,cellblaster,100,26,74,7,5,,,,28.57142857,junction,5,, +164,cellblaster,13,3,76.92307692,3,3,,,,0,case,5,, +165,cellblaster,5,3,40,3,3,,,,0,phone,11,, +166,cellblaster,27,15,44.44444444,6,5,,,,16.66666667,junction,11,, +167,cellblaster,22,9,59.09090909,4,3,,,,25,case,11,, +168,cellblaster,53,6,88.67924528,2,3,,,,-50,phone,14,, +169,cellblaster,25,9,64,6,4,,,,33.33333333,junction,14,, +170,cellblaster,3,11,-266.6666667,1,3,,,,-200,case,14,, +171,cellblaster,1,1,0,1,1,,,,0,phone,16,,plastic +172,cellblaster,11,2,81.81818182,2,1,,,,50,junction,16,,plastic +173,cellblaster,12,3,75,6,3,,,,50,case,16,,plastic +174,cellblaster,100,16,84,4,4,,,,0,phone,18,, +175,cellblaster,55,4,92.72727273,5,3,,,,40,junction,18,, +176,cellblaster,6,43,-616.6666667,3,4,,,,-33.33333333,case,18,, +177,cellblaster,48,5,89.58333333,5,2,,,,60,phone,35,,plastic +178,cellblaster,54,14,74.07407407,4,3,,,,25,junction,35,,plastic +179,cellblaster,12,13,-8.333333333,3,3,,,,0,case,35,,plastic +180,cellblaster,22,5,77.27272727,2,1,,,,50,phone,36,,plastic +181,cellblaster,40,11,72.5,3,2,,,,33.33333333,junction,36,,plastic +182,cellblaster,5,4,20,2,1,,,,50,case,36,,plastic diff --git a/data/weights.csv b/data/weights.csv new file mode 100644 index 0000000..a8c3551 --- /dev/null +++ b/data/weights.csv @@ -0,0 +1,1001 @@ +,age,sex,wtyrago,finalwt,wtkg2,htm3 +0,82.0,2,76.36363636363636,185.870345,70.91,157.0 +1,65.0,2,72.72727272727272,126.603027,72.73,163.0 +2,48.0,2,,181.06321,,165.0 +3,61.0,1,73.63636363636363,517.926275,73.64,170.0 +4,26.0,1,88.63636363636363,1252.62463,88.64,185.0 +5,42.0,1,118.18181818181817,415.161314,109.09,183.0 +6,40.0,2,49.99999999999999,422.810541,50.0,157.0 +7,24.0,2,131.8181818181818,1280.58598,122.73,178.0 +8,37.0,1,87.72727272727272,1245.06044,90.0,178.0 +9,65.0,1,77.27272727272727,382.738158,77.27,173.0 +10,28.0,1,52.272727272727266,3131.56157,63.64,170.0 +11,68.0,2,86.36363636363636,506.412109,78.18,168.0 +12,40.0,2,62.72727272727272,422.810541,62.73,175.0 +13,49.0,1,127.27272727272727,274.170333,127.27,183.0 +14,24.0,2,95.45454545454545,2561.17196,95.45,175.0 +15,49.0,2,88.63636363636363,181.06321,88.64,157.0 +16,36.0,2,113.63636363636363,211.405271,90.91,168.0 +17,48.0,2,,181.06321,50.0,155.0 +18,65.0,2,99.99999999999999,253.206055,100.0,160.0 +19,75.0,2,72.72727272727272,185.870345,72.73,165.0 +20,67.0,1,76.36363636363636,382.738158,76.36,157.0 +21,27.0,2,63.63636363636363,330.717253,63.64,155.0 +22,55.0,2,54.54545454545454,153.403814,55.45,165.0 +23,78.0,1,79.54545454545453,438.143347,78.18,183.0 +24,30.0,2,,661.434505,90.91,160.0 +25,48.0,2,61.81818181818181,271.502466,71.82,157.0 +26,65.0,1,77.27272727272727,382.738158,77.27,173.0 +27,42.0,2,52.272727272727266,422.810541,62.73,157.0 +28,70.0,2,59.090909090909086,126.603027,59.09,157.0 +29,80.0,2,65.9090909090909,185.870345,65.91,165.0 +30,67.0,2,72.72727272727272,126.603027,72.73,165.0 +31,51.0,2,51.36363636363636,181.06321,51.36,157.0 +32,75.0,2,68.18181818181817,185.870345,68.18,173.0 +33,43.0,2,,211.405271,,163.0 +34,48.0,2,109.09090909090908,271.502466,85.45,175.0 +35,42.0,1,81.81818181818181,830.322628,81.82,175.0 +36,51.0,2,73.18181818181817,826.562367,68.64,157.0 +37,87.0,2,93.18181818181817,272.770604,93.18,152.0 +38,26.0,2,81.81818181818181,661.434505,90.91,155.0 +39,34.0,1,84.09090909090908,1252.62463,90.0,178.0 +40,62.0,2,79.09090909090908,306.807628,87.27,168.0 +41,72.0,2,63.63636363636363,126.603027,61.36,170.0 +42,,1,90.9090909090909,690.364003,90.91,183.0 +43,75.0,2,72.72727272727272,185.870345,81.82,170.0 +44,67.0,2,81.81818181818181,63.3015137,81.82,165.0 +45,63.0,1,95.45454545454545,460.399217,93.18,185.0 +46,85.0,2,84.09090909090908,185.870345,84.09,170.0 +47,63.0,2,65.9090909090909,306.807628,68.18,168.0 +48,29.0,2,77.27272727272727,991.814399,77.27,170.0 +49,61.0,2,72.72727272727272,306.807628,72.73,160.0 +50,52.0,1,90.45454545454545,1203.42374,81.82,178.0 +51,83.0,2,59.99999999999999,185.870345,60.0,168.0 +52,77.0,1,68.18181818181817,219.071673,68.18,178.0 +53,77.0,2,70.45454545454545,185.870345,70.45,160.0 +54,51.0,2,70.45454545454545,362.126421,70.45,168.0 +55,77.0,2,66.81818181818181,185.870345,66.82,160.0 +56,49.0,1,77.27272727272727,802.282492,77.27,180.0 +57,66.0,2,77.27272727272727,126.603027,77.27,170.0 +58,60.0,2,63.63636363636363,230.027478,62.73,173.0 +59,80.0,1,72.72727272727272,219.071673,77.27,173.0 +60,80.0,2,72.72727272727272,278.710716,72.73,168.0 +61,54.0,1,88.63636363636363,274.170333,88.64,157.0 +62,68.0,2,60.90909090909091,253.206055,60.91,157.0 +63,70.0,1,75.9090909090909,382.738158,73.64,183.0 +64,64.0,2,85.9090909090909,153.403814,96.36,157.0 +65,85.0,2,68.18181818181817,185.870345,66.82,175.0 +66,28.0,2,61.81818181818181,661.434505,61.82,160.0 +67,48.0,2,117.27272727272727,543.004931,92.73,168.0 +68,41.0,2,102.27272727272727,211.405271,102.27,165.0 +69,56.0,1,,258.963137,,168.0 +70,42.0,2,59.090909090909086,211.405271,59.09,157.0 +71,73.0,1,115.9090909090909,191.369079,115.91,178.0 +72,60.0,2,,135.30653,84.09,170.0 +73,77.0,2,70.45454545454545,185.870345,70.45,168.0 +74,60.0,2,75.0,153.403814,79.55,173.0 +75,74.0,2,68.18181818181817,126.603027,60.0,165.0 +76,74.0,1,90.9090909090909,382.738158,90.91,183.0 +77,57.0,2,72.72727272727272,306.807628,72.73,170.0 +78,54.0,1,106.36363636363636,822.511,106.36,175.0 +79,59.0,2,59.090909090909086,76.6758261,57.73,163.0 +80,89.0,1,70.45454545454545,438.143347,70.45,178.0 +81,50.0,2,77.27272727272727,362.126421,77.27,168.0 +82,83.0,2,48.18181818181818,185.870345,48.18,163.0 +83,51.0,2,136.36363636363635,181.06321,133.18,157.0 +84,64.0,2,86.36363636363636,306.807628,86.36,163.0 +85,57.0,2,136.36363636363635,306.807628,136.36,168.0 +86,80.0,2,52.72727272727272,185.870345,50.91,160.0 +87,67.0,1,115.9090909090909,382.738158,115.91,175.0 +88,58.0,2,81.81818181818181,153.403814,100.0,175.0 +89,63.0,2,140.9090909090909,230.027478,140.91,175.0 +90,79.0,2,65.9090909090909,557.421432,63.64,170.0 +91,70.0,2,66.36363636363636,126.603027,66.36,155.0 +92,80.0,2,72.27272727272727,371.74069,73.64,170.0 +93,75.0,1,102.72727272727272,438.143347,102.73,180.0 +94,58.0,2,77.27272727272727,153.403814,77.27,160.0 +95,22.0,1,93.18181818181817,2732.88602,95.45,178.0 +96,40.0,2,113.63636363636363,422.810541,118.18,160.0 +97,33.0,2,58.63636363636363,661.434505,58.64,160.0 +98,59.0,2,61.36363636363636,460.211441,61.36,152.0 +99,43.0,1,84.09090909090908,683.642804,84.09,188.0 +100,46.0,1,55.90909090909091,401.141246,55.91,170.0 +101,53.0,2,102.27272727272727,181.06321,102.27,160.0 +102,81.0,2,45.45454545454545,2454.93543,32.27,132.0 +103,65.0,2,58.18181818181818,281.97059,58.18,157.0 +104,51.0,2,,271.502466,,163.0 +105,64.0,1,106.81818181818181,460.399217,106.82,191.0 +106,45.0,2,,362.126421,,165.0 +107,23.0,1,77.27272727272727,1366.44301,77.27,188.0 +108,40.0,2,,211.405271,100.0,163.0 +109,43.0,2,81.81818181818181,422.810541,81.82,170.0 +110,71.0,1,95.45454545454545,191.369079,95.45,185.0 +111,44.0,2,54.54545454545454,211.405271,54.55,175.0 +112,49.0,2,,724.252841,100.91,165.0 +113,41.0,2,160.45454545454544,560.813529,137.27,173.0 +114,55.0,1,95.45454545454545,460.399217,104.55,185.0 +115,44.0,1,81.81818181818181,415.161314,86.36,185.0 +116,60.0,1,77.27272727272727,460.399217,77.27,180.0 +117,60.0,2,63.18181818181818,153.403814,63.18,163.0 +118,42.0,2,,422.810541,68.18,163.0 +119,72.0,2,54.54545454545454,126.603027,54.55,155.0 +120,34.0,1,86.36363636363636,1252.62463,89.55,183.0 +121,66.0,2,118.18181818181817,253.206055,118.18,168.0 +122,63.0,2,72.27272727272727,306.807628,72.27,165.0 +123,66.0,2,46.36363636363636,189.839968,46.36,160.0 +124,65.0,2,92.72727272727272,126.603027,90.91,160.0 +125,58.0,2,81.81818181818181,153.403814,81.82,157.0 +126,38.0,2,52.272727272727266,422.810541,54.55,160.0 +127,49.0,2,84.09090909090908,271.502466,97.27,178.0 +128,45.0,1,88.18181818181817,274.170333,88.18,183.0 +129,21.0,1,75.0,2732.88602,84.09,183.0 +130,56.0,2,68.18181818181817,460.054957,68.18,173.0 +131,70.0,2,61.36363636363636,189.839968,61.36,160.0 +132,71.0,2,66.81818181818181,254.724881,66.82,160.0 +133,71.0,1,122.72727272727272,770.067932,122.73,180.0 +134,70.0,2,72.72727272727272,509.449761,63.64,157.0 +135,,2,61.36363636363636,308.647976,61.36,150.0 +136,71.0,2,104.54545454545453,254.724881,90.91,170.0 +137,59.0,1,96.36363636363636,1042.06599,96.36,183.0 +138,32.0,2,89.09090909090908,1330.80408,89.09,170.0 +139,54.0,1,72.72727272727272,1103.25964,72.73,178.0 +140,34.0,2,70.45454545454545,1330.80408,97.73,160.0 +141,59.0,2,90.9090909090909,617.295952,90.91,175.0 +142,50.0,1,,1103.25964,,173.0 +143,57.0,2,49.99999999999999,927.440408,39.09,157.0 +144,78.0,2,53.63636363636363,373.970532,53.64,157.0 +145,39.0,2,70.9090909090909,1278.10245,70.91,160.0 +146,58.0,2,57.72727272727272,308.647976,55.91,165.0 +147,39.0,1,102.27272727272727,2756.35748,106.82,183.0 +148,56.0,2,70.45454545454545,308.647976,70.45,157.0 +149,52.0,1,90.9090909090909,551.629822,90.91,178.0 +150,68.0,1,111.36363636363636,770.067932,110.0,173.0 +151,72.0,1,80.0,385.033966,80.0,180.0 +152,74.0,2,54.54545454545454,509.449761,54.55,165.0 +153,66.0,2,61.36363636363636,509.449761,61.36,165.0 +154,68.0,1,85.0,770.067932,87.73,170.0 +155,60.0,2,64.54545454545455,617.295952,64.55,163.0 +156,34.0,1,106.81818181818181,1260.13834,109.09,193.0 +157,36.0,1,95.45454545454545,835.303218,95.45,180.0 +158,81.0,2,56.81818181818181,373.970532,59.09,152.0 +159,41.0,2,164.54545454545453,425.346719,99.09,178.0 +160,49.0,1,79.54545454545453,1654.88946,81.82,175.0 +161,63.0,1,90.9090909090909,2783.45647,68.18,178.0 +162,34.0,2,,1330.80408,,183.0 +163,51.0,1,82.72727272727272,1103.25964,82.73,180.0 +164,44.0,1,,1670.60644,,163.0 +165,40.0,2,46.36363636363636,850.693438,46.36,163.0 +166,55.0,2,68.18181818181817,816.708896,99.09,155.0 +167,70.0,2,72.72727272727272,254.724881,72.73,165.0 +168,56.0,1,56.36363636363636,926.321733,58.18,175.0 +169,25.0,2,136.8181818181818,1894.213,127.27,168.0 +170,67.0,2,68.18181818181817,254.724881,68.18,168.0 +171,82.0,2,67.27272727272727,373.970532,67.27,168.0 +172,71.0,1,78.18181818181817,1269.81816,78.18,173.0 +173,60.0,1,90.9090909090909,926.321733,90.91,175.0 +174,54.0,2,86.36363636363636,728.597184,90.91,163.0 +175,65.0,2,68.18181818181817,509.449761,63.64,165.0 +176,53.0,2,79.54545454545453,364.298592,86.36,157.0 +177,45.0,2,88.63636363636363,1092.89578,88.64,163.0 +178,22.0,2,63.63636363636363,2576.53484,86.36,170.0 +179,30.0,2,46.81818181818181,665.40204,56.82,157.0 +180,66.0,2,95.45454545454545,382.704838,95.45,168.0 +181,75.0,2,112.72727272727272,373.970532,112.73,168.0 +182,41.0,1,90.9090909090909,1670.60644,92.27,183.0 +183,53.0,1,85.9090909090909,1103.25964,86.36,175.0 +184,66.0,2,72.72727272727272,509.449761,75.0,173.0 +185,71.0,1,68.18181818181817,422.589746,67.27,173.0 +186,81.0,1,93.18181818181817,881.542993,90.91,180.0 +187,66.0,1,114.54545454545453,770.067932,95.45,180.0 +188,77.0,1,68.18181818181817,1324.45157,68.18,183.0 +189,58.0,2,90.9090909090909,925.943928,90.91,170.0 +190,67.0,1,90.9090909090909,770.067932,90.91,183.0 +191,65.0,1,65.9090909090909,770.067932,65.91,168.0 +192,78.0,2,66.81818181818181,747.941063,66.82,168.0 +193,66.0,2,68.18181818181817,254.724881,68.18,160.0 +194,68.0,2,104.54545454545453,254.724881,109.09,163.0 +195,70.0,1,90.9090909090909,385.033966,90.91,183.0 +196,54.0,2,81.81818181818181,364.298592,90.91,173.0 +197,40.0,2,86.36363636363636,850.693438,86.36,173.0 +198,60.0,1,127.27272727272727,926.321733,127.27,178.0 +199,49.0,2,63.63636363636363,364.298592,63.64,178.0 +200,39.0,2,152.27272727272725,850.693438,136.36,185.0 +201,88.0,2,63.63636363636363,373.970532,61.36,170.0 +202,73.0,2,86.81818181818181,254.724881,86.82,160.0 +203,,2,,925.943928,,160.0 +204,47.0,1,97.72727272727272,1103.25964,93.18,180.0 +205,75.0,2,65.0,747.941063,65.0,163.0 +206,48.0,1,104.54545454545453,828.782021,104.55,188.0 +207,75.0,2,81.81818181818181,373.970532,81.82,163.0 +208,62.0,2,54.54545454545454,308.647976,62.27,152.0 +209,60.0,2,78.18181818181817,617.295952,78.18,165.0 +210,52.0,1,70.45454545454545,807.094887,68.18,175.0 +211,40.0,1,93.18181818181817,835.303218,77.27,183.0 +212,26.0,2,54.54545454545454,1330.80408,54.55,150.0 +213,40.0,2,94.09090909090908,425.346719,89.09,157.0 +214,40.0,2,154.54545454545453,850.693438,136.36,170.0 +215,85.0,1,80.45454545454545,881.542993,80.45,178.0 +216,47.0,2,58.18181818181818,1092.89578,58.18,165.0 +217,49.0,2,88.18181818181817,728.597184,85.45,165.0 +218,64.0,2,,272.236299,,168.0 +219,68.0,1,99.99999999999999,770.067932,90.91,183.0 +220,44.0,1,65.9090909090909,1670.60644,65.91,165.0 +221,56.0,1,86.36363636363636,463.160866,86.36,178.0 +222,82.0,2,104.54545454545453,373.970532,95.45,168.0 +223,58.0,1,188.18181818181816,463.160866,188.18,201.0 +224,59.0,2,79.54545454545453,617.295952,90.91,170.0 +225,85.0,2,,373.970532,80.0,163.0 +226,22.0,1,109.09090909090908,3625.73079,88.64,178.0 +227,25.0,2,61.81818181818181,1330.80408,63.64,157.0 +228,53.0,1,86.36363636363636,1103.25964,88.64,185.0 +229,39.0,1,72.72727272727272,1670.60644,72.73,173.0 +230,30.0,1,93.18181818181817,3780.41503,95.45,173.0 +231,61.0,1,79.54545454545453,463.160866,79.55,183.0 +232,56.0,1,84.09090909090908,1389.4826,88.64,170.0 +233,30.0,2,70.45454545454545,665.40204,70.45,157.0 +234,67.0,1,136.36363636363635,1156.96874,136.36,183.0 +235,32.0,2,84.54545454545453,1330.80408,70.91,160.0 +236,45.0,2,56.36363636363636,364.298592,65.91,163.0 +237,34.0,2,59.090909090909086,1260.77105,59.09,163.0 +238,67.0,2,69.09090909090908,254.724881,74.55,170.0 +239,72.0,2,57.272727272727266,254.724881,59.09,157.0 +240,26.0,2,68.18181818181817,1330.80408,62.27,157.0 +241,61.0,2,77.27272727272727,463.720204,66.82,160.0 +242,40.0,2,131.8181818181818,850.693438,131.82,170.0 +243,50.0,2,64.09090909090908,728.597184,58.18,155.0 +244,61.0,2,86.36363636363636,272.236299,90.91,170.0 +245,83.0,1,99.54545454545453,732.793203,92.73,175.0 +246,59.0,1,95.9090909090909,926.321733,90.0,178.0 +247,30.0,2,52.272727272727266,630.385526,52.27,157.0 +248,45.0,1,74.09090909090908,828.782021,68.18,191.0 +249,73.0,2,73.63636363636363,283.661956,72.73,165.0 +250,56.0,2,68.18181818181817,617.295952,72.73,173.0 +251,65.0,1,78.18181818181817,385.033966,77.27,183.0 +252,36.0,1,99.99999999999999,1254.97981,100.0,188.0 +253,37.0,1,106.81818181818181,1670.60644,106.82,185.0 +254,67.0,2,67.27272727272727,509.449761,68.18,157.0 +255,41.0,1,90.9090909090909,835.303218,90.91,183.0 +256,39.0,2,120.45454545454544,425.346719,113.64,168.0 +257,48.0,2,72.72727272727272,364.298592,60.0,178.0 +258,76.0,1,72.72727272727272,440.771497,77.27,175.0 +259,46.0,2,65.9090909090909,555.431713,61.36,168.0 +260,34.0,2,102.72727272727272,1330.80408,102.73,163.0 +261,80.0,1,80.9090909090909,662.225785,80.91,180.0 +262,48.0,2,53.18181818181818,364.298592,54.55,168.0 +263,75.0,2,64.54545454545455,747.941063,59.09,157.0 +264,65.0,2,65.9090909090909,1704.72241,59.09,160.0 +265,55.0,2,59.090909090909086,617.295952,63.64,165.0 +266,79.0,2,81.36363636363636,548.81357,77.73,170.0 +267,52.0,2,,739.380655,,152.0 +268,76.0,2,80.0,1121.91159,84.09,168.0 +269,85.0,1,,732.793203,96.36,183.0 +270,59.0,2,,272.236299,,170.0 +271,56.0,2,,617.295952,,165.0 +272,69.0,2,77.27272727272727,509.449761,77.27,175.0 +273,53.0,2,74.09090909090908,728.597184,77.27,165.0 +274,36.0,2,63.63636363636363,1701.38688,63.64,170.0 +275,84.0,2,70.0,373.970532,70.0,155.0 +276,62.0,2,93.18181818181817,272.236299,71.36,170.0 +277,82.0,2,62.72727272727272,148.824284,62.73,152.0 +278,44.0,1,88.63636363636363,664.829944,85.45,180.0 +279,79.0,2,89.54545454545453,297.648569,89.55,163.0 +280,54.0,2,79.54545454545453,172.095751,86.36,163.0 +281,72.0,1,96.81818181818181,459.681175,103.64,168.0 +282,68.0,2,71.81818181818181,112.885332,70.91,173.0 +283,54.0,2,68.18181818181817,289.950532,68.18,165.0 +284,51.0,1,77.27272727272727,565.327154,68.18,160.0 +285,45.0,1,,219.525087,, +286,68.0,1,181.8181818181818,229.840588,154.55,185.0 +287,28.0,2,63.63636363636363,529.603133,63.64,165.0 +288,60.0,2,65.9090909090909,122.8287,71.82,165.0 +289,66.0,2,90.9090909090909,101.369613,79.55,168.0 +290,74.0,2,90.9090909090909,227.57136,90.91,168.0 +291,63.0,2,72.72727272727272,122.8287,72.73,170.0 +292,74.0,2,115.9090909090909,101.369613,102.27,152.0 +293,51.0,2,77.27272727272727,144.975266,77.27,152.0 +294,61.0,2,90.9090909090909,81.8183239,90.91,160.0 +295,74.0,2,,202.739226,, +296,45.0,2,108.18181818181817,294.241893,158.18,163.0 +297,61.0,2,81.81818181818181,122.8287,61.36,170.0 +298,25.0,2,65.9090909090909,501.732982,65.91,160.0 +299,19.0,2,54.54545454545454,1538.02608,57.73,165.0 +300,57.0,2,134.0909090909091,108.338409,127.27,170.0 +301,51.0,1,90.9090909090909,219.525087,90.91,183.0 +302,76.0,2,54.54545454545454,148.824284,54.55,157.0 +303,76.0,2,79.54545454545453,218.404339,77.27,155.0 +304,69.0,1,80.9090909090909,306.454117,80.91,170.0 +305,63.0,2,72.72727272727272,245.6574,72.73,168.0 +306,55.0,2,63.63636363636363,368.4861,63.64,165.0 +307,69.0,1,77.27272727272727,153.227058,75.0,178.0 +308,24.0,2,75.0,483.768592,75.0,160.0 +309,72.0,2,99.99999999999999,202.739226,95.45,160.0 +310,36.0,2,90.9090909090909,435.050465,77.27,163.0 +311,49.0,1,66.81818181818181,328.550941,66.82,175.0 +312,78.0,2,60.90909090909091,297.648569,60.91,160.0 +313,36.0,2,131.8181818181818,336.024344,127.27,168.0 +314,32.0,2,65.9090909090909,264.801566,65.91,165.0 +315,57.0,2,76.81818181818181,245.6574,81.36,160.0 +316,35.0,2,71.36363636363636,338.539622,63.18,152.0 +317,53.0,2,90.9090909090909,144.975266,90.91,170.0 +318,52.0,2,102.27272727272727,579.901064,102.27,170.0 +319,55.0,2,,162.144048,75.0,157.0 +320,80.0,1,63.63636363636363,269.891557,63.64,170.0 +321,59.0,1,90.9090909090909,368.63645,85.0,175.0 +322,45.0,2,54.54545454545454,144.975266,55.45,160.0 +323,50.0,2,71.81818181818181,144.650924,71.82,170.0 +324,55.0,2,,122.8287,,165.0 +325,74.0,2,69.09090909090908,101.369613,64.09,155.0 +326,67.0,2,90.9090909090909,202.739226,90.91,173.0 +327,26.0,1,95.45454545454545,501.481191,95.45,191.0 +328,47.0,2,53.63636363636363,144.975266,53.64,152.0 +329,38.0,2,62.72727272727272,169.269811,64.55,163.0 +330,72.0,2,62.72727272727272,202.739226,62.73,170.0 +331,36.0,2,115.9090909090909,169.269811,104.55,173.0 +332,74.0,2,63.63636363636363,112.885332,56.36,163.0 +333,39.0,2,90.9090909090909,338.539622,90.91,163.0 +334,60.0,2,113.63636363636363,122.8287,113.64,175.0 +335,72.0,2,64.54545454545455,101.369613,65.45,157.0 +336,45.0,2,54.54545454545454,289.950532,54.55,157.0 +337,45.0,1,93.18181818181817,439.050174,93.18,188.0 +338,61.0,2,77.27272727272727,245.6574,67.27,163.0 +339,58.0,2,58.18181818181818,245.6574,59.09,165.0 +340,49.0,1,118.18181818181817,658.575261,112.73,163.0 +341,44.0,1,127.27272727272727,497.506929,127.27,180.0 +342,65.0,2,61.36363636363636,202.739226,68.18,165.0 +343,51.0,1,113.63636363636363,321.189262,113.64,180.0 +344,87.0,2,59.090909090909086,148.824284,54.55,170.0 +345,60.0,2,64.54545454545455,245.6574,62.27,160.0 +346,22.0,2,81.81818181818181,512.67536,81.82,168.0 +347,32.0,2,70.45454545454545,264.801566,56.36,165.0 +348,69.0,2,94.99999999999999,337.898348,85.91,170.0 +349,51.0,2,102.27272727272727,144.975266,90.91,163.0 +350,34.0,1,102.27272727272727,1464.41879,96.82,173.0 +351,76.0,1,88.63636363636363,350.816426,76.36,183.0 +352,49.0,2,80.0,144.975266,80.0,175.0 +353,49.0,2,70.45454545454545,144.975266,70.45,168.0 +354,46.0,2,56.81818181818181,724.87633,59.09,157.0 +355,60.0,2,92.72727272727272,245.6574,85.91,168.0 +356,74.0,2,72.72727272727272,101.369613,72.73,163.0 +357,62.0,1,75.0,368.63645,75.0,180.0 +358,55.0,1,95.45454545454545,737.272899,95.45,183.0 +359,73.0,2,,101.369613,75.0,165.0 +360,47.0,1,81.81818181818181,439.050174,86.36,180.0 +361,65.0,1,88.63636363636363,269.891557,90.91,183.0 +362,,2,,122.8287,48.18,152.0 +363,49.0,2,87.27272727272727,433.952773,87.27,163.0 +364,47.0,1,90.9090909090909,439.050174,90.91,185.0 +365,43.0,1,122.72727272727272,730.095008,131.82,188.0 +366,49.0,2,72.72727272727272,782.676922,72.73,163.0 +367,79.0,2,72.72727272727272,529.432295,72.73,152.0 +368,54.0,2,40.90909090909091,1031.47935,40.91,163.0 +369,62.0,2,59.090909090909086,436.954766,59.09,157.0 +370,57.0,1,60.90909090909091,1311.39916,60.91,165.0 +371,84.0,2,45.45454545454545,529.432295,45.45,155.0 +372,66.0,1,84.09090909090908,1090.18973,84.09,180.0 +373,40.0,2,68.18181818181817,301.082934,68.18,165.0 +374,77.0,2,49.090909090909086,529.432295,48.64,163.0 +375,61.0,2,68.18181818181817,385.40654,73.64,163.0 +376,60.0,2,78.18181818181817,1729.06662,81.82,168.0 +377,56.0,2,85.0,1156.21962,80.45,157.0 +378,40.0,2,84.09090909090908,1597.41885,84.09,155.0 +379,85.0,2,61.36363636363636,529.432295,50.0,145.0 +380,49.0,1,99.99999999999999,2285.21802,100.0,175.0 +381,62.0,2,79.54545454545453,873.909533,81.82,165.0 +382,63.0,2,101.36363636363636,1156.21962,101.36,163.0 +383,59.0,2,93.63636363636363,385.40654,81.82,150.0 +384,60.0,2,70.45454545454545,653.443246,70.45,168.0 +385,50.0,1,,2342.83681,, +386,59.0,2,59.090909090909086,873.909533,54.55,165.0 +387,37.0,2,57.272727272727266,1204.33174,55.91,163.0 +388,35.0,2,84.09090909090908,798.709427,84.09,170.0 +389,52.0,2,50.90909090909091,515.739673,50.91,163.0 +390,66.0,2,127.27272727272727,401.58191,113.64,168.0 +391,82.0,2,46.81818181818181,529.432295,46.82,170.0 +392,63.0,2,72.72727272727272,436.954766,72.73,170.0 +393,54.0,2,58.18181818181818,1031.47935,59.09,155.0 +394,63.0,2,82.72727272727272,436.954766,82.73,178.0 +395,68.0,2,106.81818181818181,360.615521,106.82,168.0 +396,59.0,1,63.18181818181818,655.69958,63.18,168.0 +397,30.0,1,124.99999999999999,3567.97063,128.64,193.0 +398,56.0,2,,1960.32974,,152.0 +399,78.0,1,85.45454545454545,624.002817,92.73,170.0 +400,40.0,2,59.090909090909086,1204.33174,54.55,157.0 +401,82.0,2,58.63636363636363,529.432295,58.64,135.0 +402,56.0,1,,1967.09874,93.64,185.0 +403,36.0,2,61.36363636363636,602.165868,61.36,163.0 +404,52.0,2,54.54545454545454,773.60951,54.55,163.0 +405,37.0,1,79.54545454545453,2365.08742,81.82,183.0 +406,77.0,2,71.81818181818181,1058.86459,71.82,163.0 +407,47.0,2,75.45454545454545,515.739673,70.0,175.0 +408,80.0,2,65.45454545454545,1058.86459,65.45,168.0 +409,50.0,2,58.18181818181818,515.739673,58.18,155.0 +410,25.0,1,63.63636363636363,1783.98531,86.36,185.0 +411,45.0,2,56.36363636363636,1031.47935,68.18,157.0 +412,50.0,1,113.18181818181817,1561.89121,113.64,188.0 +413,36.0,2,59.090909090909086,1204.33174,59.09,163.0 +414,86.0,2,45.45454545454545,529.432295,45.45,168.0 +415,40.0,2,63.63636363636363,1204.33174,63.64,165.0 +416,83.0,2,62.72727272727272,1058.86459,57.73,163.0 +417,35.0,2,,798.709427,,157.0 +418,35.0,2,84.09090909090908,2396.12828,88.64,152.0 +419,42.0,2,81.81818181818181,798.709427,81.82,178.0 +420,18.0,1,,1946.08521,,178.0 +421,66.0,1,81.81818181818181,1794.78841,81.82,165.0 +422,20.0,1,95.45454545454545,5838.25563,100.0,175.0 +423,79.0,2,56.81818181818181,529.432295,56.82,152.0 +424,80.0,2,63.63636363636363,2375.21582,63.64, +425,65.0,1,104.54545454545453,815.161168,104.55,183.0 +426,49.0,1,120.45454545454544,780.945604,120.45,185.0 +427,74.0,2,66.36363636363636,360.615521,66.36,160.0 +428,48.0,2,65.9090909090909,1031.47935,65.91,163.0 +429,40.0,2,68.18181818181817,1042.77885,81.82,168.0 +430,63.0,2,47.72727272727273,503.977432,46.36,142.0 +431,28.0,2,104.54545454545453,1086.50514,76.36,163.0 +432,78.0,1,73.63636363636363,719.716001,73.64,180.0 +433,52.0,2,63.63636363636363,297.423413,63.64,152.0 +434,68.0,2,64.54545454545455,207.964414,60.91,165.0 +435,40.0,1,68.18181818181817,1023.91354,70.45,178.0 +436,34.0,1,86.36363636363636,2057.62336,86.36,178.0 +437,64.0,2,49.99999999999999,222.261219,50.0,160.0 +438,45.0,1,72.72727272727272,658.934514,59.09,165.0 +439,49.0,2,88.63636363636363,594.846826,95.45,165.0 +440,41.0,2,59.090909090909086,694.529574,59.09,168.0 +441,78.0,1,79.54545454545453,719.716001,79.55,178.0 +442,38.0,2,84.09090909090908,694.529574,79.55,165.0 +443,34.0,2,49.99999999999999,1086.50514,50.0,157.0 +444,72.0,1,75.0,628.704688,75.0,173.0 +445,46.0,1,82.72727272727272,450.365793,82.73,173.0 +446,63.0,1,124.99999999999999,189.068649,125.0,193.0 +447,68.0,2,56.81818181818181,207.964414,56.82,165.0 +448,62.0,1,76.36363636363636,756.274598,76.36,180.0 +449,26.0,2,81.81818181818181,1086.50514,86.36,165.0 +450,77.0,1,72.72727272727272,719.716001,75.0,180.0 +451,54.0,1,139.54545454545453,450.365793,130.91,183.0 +452,46.0,2,79.54545454545453,594.846826,90.91,165.0 +453,82.0,2,77.27272727272727,457.979777,81.82,155.0 +454,56.0,1,95.45454545454545,378.137299,95.45,173.0 +455,70.0,1,72.72727272727272,628.704688,72.73,178.0 +456,40.0,2,54.54545454545454,694.529574,54.55,157.0 +457,87.0,2,,305.319851,,152.0 +458,65.0,2,113.63636363636363,156.120704,109.09,170.0 +459,24.0,1,72.72727272727272,1122.29354,72.73,173.0 +460,73.0,2,56.36363636363636,312.241408,56.36,163.0 +461,36.0,2,49.99999999999999,694.529574,77.27,165.0 +462,52.0,1,70.9090909090909,900.731586,70.91,173.0 +463,64.0,2,,251.988716,86.36,170.0 +464,68.0,2,79.54545454545453,415.928829,76.36,173.0 +465,25.0,1,124.99999999999999,4634.02754,109.09,188.0 +466,66.0,2,50.45454545454545,207.964414,50.45,157.0 +467,72.0,2,,207.964414,,163.0 +468,38.0,2,59.090909090909086,694.529574,59.09,168.0 +469,44.0,2,65.9090909090909,521.389423,65.91,160.0 +470,66.0,1,109.09090909090908,314.352344,106.82,185.0 +471,38.0,2,72.72727272727272,694.529574,72.73,163.0 +472,60.0,2,68.18181818181817,503.977432,70.0,163.0 +473,58.0,2,,755.966148,,165.0 +474,58.0,1,115.9090909090909,1134.4119,115.91,185.0 +475,26.0,2,52.272727272727266,1631.29781,52.27,155.0 +476,57.0,1,81.81818181818181,756.274598,86.36,173.0 +477,81.0,1,81.81818181818181,359.858,81.82,178.0 +478,65.0,1,77.27272727272727,314.352344,77.27,180.0 +479,50.0,2,75.0,297.423413,77.27,170.0 +480,32.0,1,106.81818181818181,2057.62336,102.27,183.0 +481,57.0,2,65.45454545454545,222.261219,64.55,157.0 +482,56.0,1,99.99999999999999,756.274598,100.0,175.0 +483,48.0,2,68.18181818181817,297.423413,65.45,168.0 +484,38.0,2,111.36363636363636,1041.79436,111.36,165.0 +485,50.0,1,89.09090909090908,900.731586,93.18,180.0 +486,61.0,1,83.63636363636363,1135.4839,83.64,185.0 +487,43.0,1,129.54545454545453,3373.28741,125.0,178.0 +488,47.0,2,61.36363636363636,1786.22685,56.82,168.0 +489,42.0,2,,347.264787,,155.0 +490,32.0,2,212.72727272727272,543.252568,149.09,163.0 +491,65.0,2,49.99999999999999,207.964414,50.0,160.0 +492,18.0,1,118.18181818181817,2244.58709,110.45,183.0 +493,52.0,2,131.8181818181818,594.846826,143.18,165.0 +494,31.0,1,95.45454545454545,2057.62336,95.45,168.0 +495,32.0,2,86.36363636363636,1086.50514,84.09,157.0 +496,39.0,2,79.54545454545453,1042.77885,79.55,163.0 +497,60.0,2,79.54545454545453,125.994358,79.55,168.0 +498,43.0,2,81.81818181818181,347.264787,81.82,163.0 +499,38.0,2,55.90909090909091,347.264787,55.91,160.0 +500,42.0,2,58.63636363636363,694.529574,60.45,165.0 +501,58.0,2,75.0,444.522438,76.36,170.0 +502,30.0,2,96.81818181818181,1086.50514,80.0,168.0 +503,33.0,2,57.72727272727272,2173.01027,54.55,168.0 +504,48.0,2,99.54545454545453,905.476124,99.55,175.0 +505,47.0,2,68.18181818181817,594.846826,68.18,160.0 +506,61.0,2,77.27272727272727,251.988716,84.09,155.0 +507,56.0,2,68.18181818181817,378.340264,68.18,163.0 +508,54.0,2,56.81818181818181,594.846826,56.82,160.0 +509,41.0,2,132.27272727272725,347.264787,133.64,163.0 +510,56.0,1,111.81818181818181,756.274598,111.82,180.0 +511,36.0,1,88.63636363636363,1363.92915,88.64,185.0 +512,56.0,2,78.18181818181817,251.988716,64.55,178.0 +513,46.0,2,95.45454545454545,893.113426,81.82,168.0 +514,20.0,2,,3155.3311,,168.0 +515,33.0,2,56.81818181818181,1086.50514,59.09,163.0 +516,64.0,2,86.36363636363636,251.988716,86.36,160.0 +517,45.0,2,,893.113426,,163.0 +518,52.0,2,88.63636363636363,297.423413,102.73,157.0 +519,82.0,2,59.090909090909086,305.319851,52.73,157.0 +520,40.0,2,53.18181818181818,347.264787,53.18,168.0 +521,18.0,1,71.36363636363636,4489.17417,71.82,163.0 +522,69.0,2,,463.178881,,170.0 +523,34.0,2,67.27272727272727,514.664121,67.27,165.0 +524,45.0,2,85.9090909090909,1207.3015,102.27,168.0 +525,66.0,1,90.9090909090909,628.704688,90.91,185.0 +526,34.0,2,81.81818181818181,514.664121,81.82,165.0 +527,45.0,2,73.63636363636363,297.423413,64.55,175.0 +528,44.0,2,140.9090909090909,347.264787,140.91,183.0 +529,80.0,2,70.9090909090909,458.412563,63.64,160.0 +530,41.0,1,90.9090909090909,1363.92915,77.27,183.0 +531,58.0,2,77.27272727272727,755.966148,77.27,168.0 +532,71.0,1,72.72727272727272,628.704688,65.45,193.0 +533,50.0,1,,450.365793,,183.0 +534,47.0,2,68.18181818181817,594.846826,68.18,163.0 +535,59.0,2,90.9090909090909,756.680528,81.82,168.0 +536,57.0,1,103.63636363636363,378.137299,96.36,183.0 +537,85.0,1,97.72727272727272,359.858,84.09,175.0 +538,37.0,2,75.0,691.568004,86.36,165.0 +539,39.0,2,77.27272727272727,347.264787,77.27,160.0 +540,27.0,2,102.27272727272727,815.648905,93.18,168.0 +541,47.0,2,56.81818181818181,594.846826,59.09,168.0 +542,63.0,2,61.81818181818181,251.988716,58.18,160.0 +543,68.0,2,68.18181818181817,415.928829,68.18,157.0 +544,61.0,2,99.99999999999999,251.988716,106.82,168.0 +545,68.0,1,127.27272727272727,628.704688,125.0,183.0 +546,32.0,2,61.36363636363636,543.252568,61.36,168.0 +547,67.0,2,72.72727272727272,207.964414,77.27,168.0 +548,64.0,1,104.54545454545453,756.274598,104.55,180.0 +549,30.0,1,113.63636363636363,2057.62336,104.55,183.0 +550,57.0,1,68.18181818181817,425.385698,68.18,175.0 +551,57.0,1,120.45454545454544,567.741952,115.91,191.0 +552,33.0,2,70.45454545454545,543.252568,70.45,163.0 +553,78.0,1,75.0,719.716001,75.0,175.0 +554,68.0,2,58.63636363636363,415.928829,55.45,152.0 +555,69.0,2,54.54545454545454,207.964414,51.36,157.0 +556,80.0,2,65.9090909090909,305.319851,65.91,165.0 +557,51.0,2,80.0,892.270239,80.91,165.0 +558,31.0,1,82.72727272727272,1028.81168,82.73,175.0 +559,70.0,1,114.54545454545453,628.704688,87.73,183.0 +560,62.0,1,90.9090909090909,378.137299,90.91,185.0 +561,33.0,2,,543.252568,110.91,165.0 +562,53.0,2,63.63636363636363,905.476124,68.18,155.0 +563,50.0,2,88.63636363636363,905.476124,88.64,157.0 +564,72.0,1,109.09090909090908,628.704688,109.09,180.0 +565,39.0,2,63.18181818181818,375.301734,63.18,163.0 +566,43.0,1,106.81818181818181,737.513734,134.55,185.0 +567,70.0,2,59.090909090909086,299.672981,58.18,155.0 +568,30.0,2,90.9090909090909,741.621742,86.36,170.0 +569,59.0,2,59.090909090909086,363.111207,59.09,163.0 +570,58.0,2,,181.555604,,165.0 +571,73.0,2,58.18181818181818,149.83649,58.18,163.0 +572,80.0,2,61.36363636363636,219.980207,54.55,155.0 +573,48.0,2,63.63636363636363,428.581789,63.64,155.0 +574,61.0,2,66.81818181818181,363.111207,61.82,157.0 +575,53.0,1,107.27272727272727,1424.26918,109.09,180.0 +576,64.0,2,84.09090909090908,363.111207,77.27,170.0 +577,54.0,2,95.45454545454545,428.581789,104.55,170.0 +578,53.0,1,90.9090909090909,474.756392,89.09,180.0 +579,90.0,2,68.18181818181817,219.980207,62.27,157.0 +580,66.0,2,67.27272727272727,333.716218,67.27,155.0 +581,44.0,2,,498.128879,100.0,168.0 +582,59.0,1,72.72727272727272,1362.22262,72.73,175.0 +583,44.0,2,81.81818181818181,250.201156,72.73,173.0 +584,72.0,2,75.0,149.83649,68.18,165.0 +585,42.0,1,79.54545454545453,737.513734,79.55,178.0 +586,62.0,2,,181.555604,,157.0 +587,24.0,2,73.63636363636363,2273.38768,68.18,165.0 +588,64.0,1,92.27272727272727,408.938326,88.18,180.0 +589,42.0,1,72.72727272727272,982.698685,77.27,178.0 +590,51.0,2,76.36363636363636,428.581789,76.36,175.0 +591,26.0,1,129.54545454545453,741.249565,129.55,178.0 +592,72.0,1,65.9090909090909,452.976074,65.91,173.0 +593,82.0,1,86.36363636363636,862.100015,86.36,173.0 +594,83.0,2,67.27272727272727,219.980207,67.27,173.0 +595,77.0,1,109.09090909090908,259.274453,111.36,183.0 +596,56.0,2,63.63636363636363,320.274419,65.91,165.0 +597,56.0,2,65.9090909090909,181.555604,65.91,163.0 +598,38.0,2,81.81818181818181,375.551106,86.36,173.0 +599,48.0,1,124.99999999999999,324.484504,125.0,188.0 +600,45.0,1,79.54545454545453,648.969007,79.55,183.0 +601,28.0,2,94.99999999999999,556.585888,79.55,160.0 +602,62.0,2,113.63636363636363,272.514359,105.45,160.0 +603,22.0,1,78.18181818181817,1617.20481,78.18,178.0 +604,53.0,2,99.99999999999999,214.290894,113.64,173.0 +605,21.0,2,68.18181818181817,1515.59179,56.82,168.0 +606,47.0,2,,321.649922,63.64,165.0 +607,42.0,2,95.45454545454545,498.128879,114.09,175.0 +608,63.0,2,86.36363636363636,721.096262,84.09, +609,42.0,2,84.09090909090908,750.603468,84.09,160.0 +610,42.0,2,95.45454545454545,663.730818,99.09,165.0 +611,54.0,1,70.45454545454545,648.969007,66.82,180.0 +612,35.0,2,60.454545454545446,250.201156,70.91,160.0 +613,73.0,2,90.9090909090909,299.672981,89.55,170.0 +614,50.0,1,75.0,949.512784,79.55,168.0 +615,53.0,2,131.8181818181818,214.290894,122.73,170.0 +616,35.0,2,86.36363636363636,500.402312,86.36,160.0 +617,80.0,1,106.81818181818181,259.274453,109.09,183.0 +618,56.0,2,67.72727272727272,363.111207,64.09,157.0 +619,60.0,1,89.99999999999999,306.48657,90.0,180.0 +620,72.0,1,72.72727272727272,679.915585,72.73,178.0 +621,53.0,1,99.99999999999999,324.484504,100.0,178.0 +622,49.0,1,136.36363636363635,162.242252,109.09,185.0 +623,70.0,1,102.27272727272727,226.488037,88.18,191.0 +624,66.0,1,175.0,452.976074,175.0,188.0 +625,47.0,2,113.63636363636363,428.581789,113.64,155.0 +626,55.0,2,68.18181818181817,363.111207,68.18,155.0 +627,48.0,1,88.63636363636363,324.484504,88.64,188.0 +628,42.0,2,88.63636363636363,331.865409,86.36,157.0 +629,54.0,2,69.09090909090908,214.290894,71.36,160.0 +630,52.0,1,93.18181818181817,474.756392,95.45,178.0 +631,38.0,1,79.54545454545453,2948.09605,79.55,191.0 +632,54.0,2,61.36363636363636,217.462468,61.36,160.0 +633,62.0,1,79.54545454545453,544.889047,79.55,170.0 +634,68.0,1,102.27272727272727,452.976074,102.27,191.0 +635,72.0,2,90.9090909090909,149.83649,90.91,165.0 +636,80.0,2,68.18181818181817,219.980207,68.18,163.0 +637,72.0,1,69.09090909090908,1019.87338,69.09,157.0 +638,40.0,2,100.9090909090909,250.201156,94.55,165.0 +639,46.0,2,54.54545454545454,428.581789,52.73,160.0 +640,65.0,1,109.09090909090908,452.976074,79.55,188.0 +641,56.0,2,72.72727272727272,181.555604,59.09,160.0 +642,61.0,2,59.090909090909086,363.111207,81.82,168.0 +643,27.0,2,68.18181818181817,741.621742,72.73,163.0 +644,18.0,2,54.54545454545454,3412.34738,57.27,160.0 +645,67.0,2,46.36363636363636,149.83649,46.36,155.0 +646,35.0,1,104.54545454545453,1079.16831,118.18,180.0 +647,50.0,2,96.81818181818181,217.462468,100.0,173.0 +648,41.0,2,81.81818181818181,250.201156,84.09,170.0 +649,50.0,1,72.72727272727272,648.969007,72.73,175.0 +650,80.0,2,,219.980207,,155.0 +651,38.0,1,115.45454545454544,982.698685,115.45,193.0 +652,72.0,1,97.27272727272727,226.488037,86.36,178.0 +653,25.0,2,99.99999999999999,1565.63436,122.73,170.0 +654,39.0,2,68.18181818181817,250.201156,68.18,160.0 +655,24.0,1,63.63636363636363,1617.20481,56.82,170.0 +656,52.0,1,99.09090909090908,648.969007,102.27,180.0 +657,78.0,2,70.45454545454545,219.980207,70.45,173.0 +658,51.0,2,49.99999999999999,214.290894,50.0,157.0 +659,70.0,2,79.54545454545453,166.858109,81.82,163.0 +660,41.0,1,91.81818181818181,491.349342,79.55,170.0 +661,23.0,2,47.72727272727273,3412.34738,47.73,152.0 +662,46.0,2,102.27272727272727,434.924936,90.91,163.0 +663,65.0,1,147.27272727272725,248.579425,147.27,178.0 +664,37.0,1,45.45454545454545,491.349342,68.18,173.0 +665,38.0,1,90.9090909090909,1079.16831,95.45,173.0 +666,49.0,2,84.09090909090908,214.290894,77.27,165.0 +667,45.0,1,76.81818181818181,974.100329,76.82,170.0 +668,66.0,2,68.18181818181817,299.672981,75.0,168.0 +669,55.0,1,77.27272727272727,817.876653,86.36,175.0 +670,49.0,1,102.27272727272727,648.969007,97.73,188.0 +671,36.0,1,90.9090909090909,491.349342,97.73,185.0 +672,43.0,2,103.18181818181817,500.402312,97.27,173.0 +673,67.0,2,109.09090909090908,299.672981,109.09,173.0 +674,35.0,2,72.72727272727272,500.402312,75.0,160.0 +675,85.0,2,43.63636363636363,219.980207,46.36,165.0 +676,65.0,1,106.81818181818181,994.317701,104.55,178.0 +677,52.0,2,116.36363636363636,321.649922,104.55,157.0 +678,50.0,2,63.63636363636363,217.462468,75.0,168.0 +679,37.0,1,97.72727272727272,809.914025,90.0,185.0 +680,27.0,2,59.090909090909086,1483.24348,77.27,163.0 +681,72.0,1,85.9090909090909,745.738276,85.91,178.0 +682,45.0,1,81.81818181818181,974.100329,81.82,183.0 +683,62.0,2,88.18181818181817,181.555604,88.18,178.0 +684,61.0,2,90.9090909090909,320.274419,90.91,168.0 +685,35.0,1,106.81818181818181,1079.16831,87.27,178.0 +686,46.0,2,47.72727272727273,428.581789,47.73,168.0 +687,54.0,2,54.54545454545454,642.872683,61.36,152.0 +688,79.0,1,111.36363636363636,518.548906,111.36,188.0 +689,50.0,1,104.54545454545453,973.453511,104.55,183.0 +690,36.0,2,81.81818181818181,995.596227,72.73,155.0 +691,34.0,2,57.272727272727266,1175.00599,61.82,165.0 +692,50.0,2,81.81818181818181,643.299844,77.27,168.0 +693,25.0,2,140.45454545454544,587.502996,140.91,173.0 +694,40.0,2,,500.402312,,170.0 +695,58.0,2,68.18181818181817,181.555604,68.18,165.0 +696,33.0,2,54.54545454545454,782.81718,54.55,163.0 +697,27.0,2,81.81818181818181,556.585888,81.82,160.0 +698,72.0,2,69.09090909090908,149.83649,69.09,163.0 +699,59.0,2,69.09090909090908,545.028719,69.09,175.0 +700,31.0,2,81.81818181818181,370.810871,81.82,165.0 +701,62.0,1,94.54545454545453,272.444523,94.55,183.0 +702,49.0,2,61.36363636363636,428.581789,85.0,163.0 +703,68.0,1,95.45454545454545,452.976074,95.45,193.0 +704,72.0,2,81.81818181818181,333.716218,86.36,168.0 +705,26.0,1,127.27272727272727,1482.49913,127.27,193.0 +706,74.0,1,,746.233787,61.82,157.0 +707,73.0,1,97.72727272727272,226.488037,97.73,193.0 +708,59.0,2,113.63636363636363,181.555604,113.64,173.0 +709,57.0,2,88.63636363636363,160.137209,88.64,160.0 +710,71.0,2,77.72727272727272,166.858109,77.73,168.0 +711,52.0,1,109.09090909090908,648.969007,100.0,183.0 +712,52.0,1,102.27272727272727,648.969007,102.27,191.0 +713,44.0,2,,996.257758,72.73,163.0 +714,51.0,2,,214.290894,88.18,165.0 +715,30.0,1,120.45454545454544,1482.49913,120.45,191.0 +716,40.0,2,109.09090909090908,500.402312,109.09,175.0 +717,35.0,2,59.090909090909086,500.402312,59.09,165.0 +718,51.0,2,52.272727272727266,428.581789,55.0,168.0 +719,58.0,2,70.9090909090909,34.1650052,70.91,160.0 +720,44.0,1,67.27272727272727,411.701423,67.27,178.0 +721,60.0,2,94.09090909090908,34.1650052,87.73,165.0 +722,27.0,2,75.0,107.636312,90.91,165.0 +723,63.0,1,120.45454545454544,60.5600958,121.82,191.0 +724,57.0,1,76.36363636363636,121.120192,76.36,180.0 +725,74.0,2,68.18181818181817,35.5569763,65.91,157.0 +726,24.0,2,94.09090909090908,285.823576,86.36,165.0 +727,25.0,1,106.81818181818181,296.84704,109.09,175.0 +728,61.0,1,63.63636363636363,153.337237,63.64,163.0 +729,69.0,2,95.45454545454545,35.5569763,95.45,183.0 +730,38.0,2,59.090909090909086,107.636312,61.36,163.0 +731,34.0,2,61.81818181818181,142.911788,63.18,157.0 +732,71.0,2,56.81818181818181,35.5569763,46.36,155.0 +733,54.0,2,81.81818181818181,43.2278187,90.91,173.0 +734,,2,,130.230907,,178.0 +735,59.0,2,,34.1650052,,173.0 +736,42.0,2,68.63636363636363,214.367682,69.09,170.0 +737,54.0,2,84.09090909090908,86.4556374,81.82,157.0 +738,55.0,2,77.27272727272727,30.7582986,77.27,168.0 +739,73.0,2,61.36363636363636,35.5569763,61.36,160.0 +740,59.0,2,,61.5165972,,168.0 +741,55.0,1,118.18181818181817,153.337237,118.18,175.0 +742,27.0,2,90.9090909090909,107.636312,100.91,160.0 +743,65.0,1,81.81818181818181,152.192162,95.45,170.0 +744,62.0,2,59.090909090909086,30.7582986,64.55,157.0 +745,25.0,2,72.72727272727272,81.7751541,77.27,170.0 +746,40.0,2,61.36363636363636,214.367682,63.18,157.0 +747,81.0,2,56.81818181818181,35.5569763,56.82,163.0 +748,59.0,2,70.45454545454545,61.5165972,70.45,160.0 +749,28.0,2,49.090909090909086,81.7751541,52.27,165.0 +750,29.0,2,113.63636363636363,71.4558941,118.18,170.0 +751,45.0,2,86.36363636363636,86.4556374,106.82,163.0 +752,67.0,2,61.36363636363636,35.5569763,63.64,163.0 +753,66.0,2,63.63636363636363,53.560617,68.18,160.0 +754,51.0,2,81.81818181818181,65.1154537,81.82,163.0 +755,64.0,1,79.54545454545453,153.337237,79.55,175.0 +756,31.0,2,95.45454545454545,284.122175,104.55,157.0 +757,64.0,2,55.90909090909091,30.7582986,58.64,163.0 +758,80.0,1,85.0,101.461441,85.0,175.0 +759,59.0,1,,60.5600958,,178.0 +760,60.0,2,65.9090909090909,61.5165972,67.73,168.0 +761,45.0,2,140.9090909090909,86.4556374,131.82,191.0 +762,43.0,1,79.54545454545453,172.804491,79.55,178.0 +763,28.0,1,,296.84704,68.18,180.0 +764,51.0,2,78.63636363636363,166.03914,74.55,165.0 +765,41.0,2,63.63636363636363,163.550308,38.64,142.0 +766,51.0,2,79.54545454545453,727.563017,79.55,173.0 +767,52.0,2,68.18181818181817,363.781508,65.0,157.0 +768,85.0,2,49.99999999999999,373.43972,50.0,155.0 +769,74.0,2,65.9090909090909,283.259328,65.91,170.0 +770,72.0,2,79.54545454545453,254.363325,79.55, +771,42.0,2,59.99999999999999,424.742984,60.0,163.0 +772,89.0,1,88.18181818181817,440.145868,87.27,185.0 +773,24.0,2,127.27272727272727,3861.89409,122.73,170.0 +774,63.0,1,91.81818181818181,925.006916,97.73,168.0 +775,57.0,2,72.72727272727272,616.419765,72.73,163.0 +776,45.0,2,90.9090909090909,369.165591,90.91,163.0 +777,47.0,1,86.36363636363636,550.846841,90.91,178.0 +778,38.0,2,81.81818181818181,849.485968,90.91,183.0 +779,59.0,1,134.0909090909091,2082.65557,134.09,180.0 +780,47.0,2,72.72727272727272,727.563017,81.82,157.0 +781,59.0,1,70.45454545454545,925.006916,77.27,175.0 +782,77.0,2,81.81818181818181,548.034587,81.82,165.0 +783,73.0,2,90.9090909090909,254.363325,90.91,160.0 +784,66.0,2,,508.726651,,173.0 +785,40.0,2,,849.485968,,165.0 +786,77.0,2,75.0,373.43972,75.0,173.0 +787,65.0,2,55.45454545454545,141.629664,54.55,170.0 +788,37.0,2,77.27272727272727,424.742984,77.27,170.0 +789,20.0,2,92.27272727272727,1822.07222,97.73,152.0 +790,65.0,2,68.18181818181817,508.726651,68.18,163.0 +791,29.0,1,77.27272727272727,1258.34971,77.27,183.0 +792,62.0,1,97.72727272727272,1040.58688,95.45,183.0 +793,50.0,2,68.18181818181817,546.036699,68.18,168.0 +794,37.0,1,104.54545454545453,1668.23519,104.55,180.0 +795,48.0,2,81.81818181818181,546.036699,81.82,170.0 +796,46.0,1,90.9090909090909,805.9493,90.91,185.0 +797,51.0,2,109.09090909090908,363.781508,94.55,175.0 +798,36.0,2,84.09090909090908,424.742984,84.09,170.0 +799,64.0,2,72.72727272727272,924.629647,86.36,173.0 +800,67.0,2,54.54545454545454,254.363325,50.0,168.0 +801,44.0,1,99.54545454545453,834.117593,95.45,185.0 +802,31.0,2,59.090909090909086,1328.91514,59.09,178.0 +803,61.0,2,75.0,462.623589,77.27,165.0 +804,69.0,2,56.36363636363636,508.726651,55.45,157.0 +805,27.0,1,81.81818181818181,1888.78518,81.82,173.0 +806,68.0,2,52.272727272727266,508.726651,52.27,147.0 +807,61.0,2,54.54545454545454,616.419765,51.82,163.0 +808,52.0,1,,1101.69368,100.0,183.0 +809,55.0,2,88.63636363636363,308.209882,79.55,165.0 +810,77.0,2,68.18181818181817,373.43972,68.18,160.0 +811,56.0,2,118.18181818181817,924.629647,118.18,165.0 +812,49.0,2,56.81818181818181,727.563017,61.36,157.0 +813,35.0,2,90.9090909090909,637.539984,68.18,168.0 +814,31.0,1,72.72727272727272,3674.61631,81.82,183.0 +815,44.0,2,75.0,637.539984,77.27,168.0 +816,67.0,1,,384.487451,90.91,183.0 +817,67.0,2,88.18181818181817,508.726651,76.36,160.0 +818,83.0,1,77.72727272727272,731.753079,77.73,170.0 +819,19.0,2,49.99999999999999,3861.89409,50.0,170.0 +820,35.0,2,54.54545454545454,849.485968,54.55,157.0 +821,21.0,2,56.81818181818181,2572.87772,61.36,165.0 +822,74.0,1,95.45454545454545,384.487451,95.45,188.0 +823,49.0,1,,1101.69368,102.27,178.0 +824,56.0,1,90.9090909090909,925.006916,80.91,180.0 +825,45.0,1,68.18181818181817,826.8221,75.0,168.0 +826,59.0,1,65.45454545454545,925.006916,69.09,180.0 +827,77.0,1,,880.291735,87.27,180.0 +828,36.0,2,109.09090909090908,849.485968,100.0,173.0 +829,,2,68.18181818181817,1108.23643,68.18,165.0 +830,47.0,2,63.63636363636363,727.563017,63.64,157.0 +831,22.0,1,77.27272727272727,1372.6883,77.27,180.0 +832,66.0,2,72.72727272727272,254.363325,63.64,163.0 +833,56.0,1,118.18181818181817,718.300181,118.18,183.0 +834,83.0,2,,567.424,104.55,173.0 +835,73.0,2,68.18181818181817,131.681338,68.18,150.0 +836,87.0,2,59.090909090909086,193.325991,59.09,170.0 +837,77.0,1,72.72727272727272,455.718188,72.73,178.0 +838,67.0,1,102.27272727272727,398.090581,102.27,185.0 +839,65.0,1,95.45454545454545,436.919889,90.0,175.0 +840,51.0,1,90.9090909090909,855.503627,125.0,191.0 +841,80.0,2,77.27272727272727,193.325991,77.27,165.0 +842,61.0,1,116.81818181818181,418.524861,116.82,175.0 +843,51.0,2,61.81818181818181,376.652065,57.73,168.0 +844,20.0,2,63.63636363636363,1256.8519,61.36,170.0 +845,72.0,2,99.99999999999999,131.681338,100.0,168.0 +846,65.0,2,72.72727272727272,131.681338,72.73,155.0 +847,66.0,1,79.54545454545453,398.090581,75.0,163.0 +848,81.0,2,70.45454545454545,283.712,72.73,170.0 +849,42.0,2,84.09090909090908,659.655527,68.18,165.0 +850,55.0,2,72.72727272727272,478.67148,72.73,170.0 +851,72.0,2,,263.362676,,178.0 +852,74.0,1,86.36363636363636,199.045291,86.36,175.0 +853,76.0,2,54.54545454545454,386.651982,52.27,157.0 +854,40.0,2,70.45454545454545,219.885176,61.36,152.0 +855,87.0,2,67.27272727272727,283.712,67.27,165.0 +856,87.0,2,68.18181818181817,193.325991,61.36,168.0 +857,84.0,1,65.9090909090909,227.859094,65.91,178.0 +858,44.0,1,116.36363636363636,431.814298,116.36,191.0 +859,67.0,2,85.9090909090909,146.640508,98.18,170.0 +860,18.0,1,127.27272727272727,3198.86184,127.27,183.0 +861,61.0,2,,319.11432,,178.0 +862,54.0,2,97.72727272727272,286.763262,90.0,150.0 +863,65.0,1,90.9090909090909,199.045291,90.91,168.0 +864,58.0,2,80.45454545454545,159.55716,83.18,157.0 +865,70.0,2,,131.681338,,170.0 +866,41.0,2,65.0,439.770352,65.91,165.0 +867,54.0,2,79.54545454545453,382.226635,81.82,168.0 +868,57.0,2,72.72727272727272,159.55716,72.73,170.0 +869,43.0,2,75.0,329.935093,79.55,170.0 +870,50.0,1,79.54545454545453,570.335751,79.55,180.0 +871,22.0,1,68.18181818181817,4990.17556,70.45,183.0 +872,76.0,2,86.36363636363636,193.325991,93.64,165.0 +873,66.0,2,75.0,131.681338,75.0,170.0 +874,49.0,2,36.36363636363636,286.763262,79.55,168.0 +875,53.0,1,131.8181818181818,1251.69557,131.82,191.0 +876,49.0,1,104.54545454545453,285.167876,90.91,178.0 +877,50.0,1,95.45454545454545,570.335751,95.45,183.0 +878,73.0,1,68.18181818181817,398.090581,79.55,178.0 +879,77.0,2,95.45454545454545,386.651982,95.45,165.0 +880,74.0,1,79.54545454545453,398.090581,81.82,178.0 +881,60.0,1,90.9090909090909,404.157506,81.82,168.0 +882,49.0,2,51.36363636363636,376.652065,51.36,160.0 +883,61.0,2,50.90909090909091,319.11432,50.91,155.0 +884,55.0,2,77.27272727272727,319.11432,77.27,165.0 +885,63.0,1,121.36363636363636,538.701375,110.45,173.0 +886,66.0,2,49.99999999999999,263.362676,50.0,152.0 +887,25.0,1,84.09090909090908,1954.30501,71.82,173.0 +888,56.0,2,69.09090909090908,159.55716,69.09,173.0 +889,44.0,1,154.54545454545453,431.814298,131.82,183.0 +890,53.0,2,59.99999999999999,376.652065,67.27,168.0 +891,55.0,2,54.54545454545454,319.11432,54.55,163.0 +892,34.0,2,63.18181818181818,687.966019,63.18,155.0 +893,70.0,2,47.272727272727266,131.681338,47.27,165.0 +894,30.0,2,55.45454545454545,1032.28484,56.82,152.0 +895,40.0,1,143.18181818181816,1295.86445,113.64,175.0 +896,79.0,1,75.9090909090909,455.718188,74.55,170.0 +897,43.0,2,95.45454545454545,291.654463,86.36,183.0 +898,24.0,1,84.09090909090908,1871.92478,84.09,188.0 +899,45.0,1,131.8181818181818,855.503627,131.82,193.0 +900,71.0,1,95.45454545454545,199.045291,95.45,180.0 +901,54.0,1,89.99999999999999,417.231856,90.0,188.0 +902,58.0,1,83.18181818181817,478.866788,83.18,170.0 +903,49.0,2,54.54545454545454,376.652065,54.55,168.0 +904,82.0,2,81.81818181818181,386.651982,81.82,168.0 +905,52.0,1,118.18181818181817,570.335751,118.18,188.0 +906,62.0,2,54.54545454545454,159.55716,53.64,163.0 +907,74.0,2,70.45454545454545,131.681338,70.45,168.0 +908,76.0,2,81.81818181818181,290.083353,81.82,163.0 +909,62.0,2,72.72727272727272,140.733956,69.09,157.0 +910,87.0,2,59.090909090909086,386.651982,59.09,155.0 +911,44.0,2,68.18181818181817,329.935093,68.18,163.0 +912,47.0,2,61.36363636363636,847.742921,61.36,173.0 +913,67.0,2,99.99999999999999,263.362676,100.0,160.0 +914,57.0,2,104.54545454545453,422.201868,104.55,152.0 +915,92.0,1,61.36363636363636,151.906063,61.36,170.0 +916,52.0,2,64.54545454545455,188.326032,65.91,163.0 +917,72.0,1,88.63636363636363,398.090581,93.18,180.0 +918,34.0,2,72.72727272727272,343.98301,72.73,170.0 +919,54.0,2,54.54545454545454,764.453271,54.55,165.0 +920,39.0,2,89.99999999999999,439.770352,90.0,170.0 +921,29.0,1,86.36363636363636,651.435003,88.64,203.0 +922,59.0,2,65.0,319.11432,65.0,165.0 +923,29.0,2,79.54545454545453,1032.28484,79.55,175.0 +924,47.0,1,97.72727272727272,285.167876,86.36,175.0 +925,38.0,2,113.63636363636363,875.248112,118.18,170.0 +926,37.0,1,104.54545454545453,863.628596,104.55,178.0 +927,67.0,2,55.90909090909091,131.681338,55.91,157.0 +928,51.0,2,56.81818181818181,565.161947,54.55,165.0 +929,70.0,1,85.45454545454545,199.045291,85.45,180.0 +930,,2,63.63636363636363,319.11432,63.64,152.0 +931,67.0,2,53.63636363636363,131.681338,50.91,157.0 +932,78.0,2,61.36363636363636,386.651982,59.09,163.0 +933,48.0,2,,188.326032,,163.0 +934,42.0,2,72.72727272727272,1458.27232,63.64,168.0 +935,60.0,2,68.18181818181817,319.11432,78.18,160.0 +936,30.0,2,90.9090909090909,343.98301,90.91,152.0 +937,75.0,2,90.9090909090909,193.325991,90.91,175.0 +938,78.0,1,78.18181818181817,227.859094,78.18,185.0 +939,64.0,1,129.54545454545453,239.433394,104.55,180.0 +940,45.0,1,84.09090909090908,570.335751,79.55,168.0 +941,37.0,2,61.36363636363636,659.870187,59.09,165.0 +942,76.0,2,49.54545454545454,290.083353,45.91,160.0 +943,61.0,2,58.18181818181818,159.55716,59.09,163.0 +944,40.0,2,68.18181818181817,659.655527,68.18,160.0 +945,60.0,2,,319.11432,,168.0 +946,61.0,2,81.81818181818181,562.935824,69.09,163.0 +947,25.0,2,86.36363636363636,488.821564,97.73,180.0 +948,40.0,1,81.81818181818181,1295.44289,81.82,183.0 +949,69.0,2,74.54545454545453,263.362676,72.27,160.0 +950,61.0,1,72.72727272727272,239.433394,80.91,178.0 +951,84.0,1,89.09090909090908,455.718188,89.09,188.0 +952,27.0,1,113.63636363636363,1302.87001,111.36,175.0 +953,58.0,1,81.81818181818181,478.866788,81.82,183.0 +954,82.0,2,56.36363636363636,193.325991,56.36,157.0 +955,29.0,1,159.09090909090907,1902.31195,159.09,193.0 +956,43.0,1,,431.814298,,170.0 +957,54.0,2,77.27272727272727,376.652065,81.82,165.0 +958,61.0,1,90.9090909090909,478.866788,90.91,183.0 +959,72.0,2,72.72727272727272,131.681338,70.45,160.0 +960,34.0,1,109.09090909090908,2853.46792,97.73,180.0 +961,44.0,2,,219.885176,,170.0 +962,80.0,2,,386.651982,,160.0 +963,56.0,2,89.99999999999999,633.508886,90.0,152.0 +964,62.0,2,65.9090909090909,159.55716,64.55,155.0 +965,78.0,1,80.0,455.718188,77.27,168.0 +966,54.0,2,84.09090909090908,188.326032,84.09,163.0 +967,37.0,2,131.8181818181818,219.885176,113.64,170.0 +968,38.0,2,85.9090909090909,659.870187,81.82,160.0 +969,66.0,1,111.36363636363636,398.090581,111.36,196.0 +970,47.0,1,,855.503627,113.64,180.0 +971,42.0,2,68.18181818181817,659.870187,75.0,160.0 +972,86.0,2,56.81818181818181,193.325991,60.91,163.0 +973,25.0,1,77.27272727272727,651.435003,70.45,170.0 +974,70.0,2,75.0,263.362676,72.73,152.0 +975,66.0,2,81.81818181818181,293.281017,81.82,170.0 +976,81.0,1,99.99999999999999,609.525335,100.0,173.0 +977,31.0,2,94.99999999999999,290.57834,76.36,163.0 +978,40.0,2,90.9090909090909,392.130017,97.73,157.0 +979,81.0,2,56.81818181818181,344.765962,56.82,150.0 +980,72.0,1,102.27272727272727,354.965417,102.27,188.0 +981,79.0,2,53.63636363636363,172.382981,58.18,163.0 +982,62.0,2,79.54545454545453,213.607408,79.55,173.0 +983,72.0,2,63.63636363636363,234.83259,61.82,168.0 +984,73.0,2,,130.754938,77.27,163.0 +985,47.0,2,64.54545454545455,340.820013,73.64,163.0 +986,79.0,2,74.09090909090908,505.954941,78.64,150.0 +987,74.0,2,90.9090909090909,117.416295,90.91,157.0 +988,74.0,2,67.72727272727272,117.416295,67.73,160.0 +989,38.0,2,77.27272727272727,392.130017,77.27,165.0 +990,43.0,2,59.090909090909086,392.130017,56.82,170.0 +991,58.0,1,99.99999999999999,426.991135,95.45,183.0 +992,45.0,2,45.45454545454545,335.849336,45.45,160.0 +993,65.0,2,90.9090909090909,177.097041,70.45,188.0 +994,29.0,1,84.09090909090908,1161.73006,87.73,180.0 +995,77.0,2,54.54545454545454,172.382981,54.55,160.0 +996,37.0,1,84.09090909090908,770.071685,84.09,180.0 +997,61.0,1,96.36363636363636,426.991135,96.36,178.0 +998,60.0,2,56.36363636363636,284.544656,49.55,170.0 +999,55.0,2,103.18181818181817,142.272328,103.18,168.0 diff --git a/docs/advanced/diagnostics.ipynb b/docs/advanced/diagnostics.ipynb new file mode 100644 index 0000000..c4e1d72 --- /dev/null +++ b/docs/advanced/diagnostics.ipynb @@ -0,0 +1,44 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2\n", + "%matplotlib inline\n", + "%config InlineBackend.figure_format = 'retina'" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "bayesian-modelling-tutorial", + "language": "python", + "name": "bayesian-modelling-tutorial" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.5" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/docs/advanced/generating-markov-chains-dirichlet.ipynb b/docs/advanced/generating-markov-chains-dirichlet.ipynb new file mode 100644 index 0000000..eece2d0 --- /dev/null +++ b/docs/advanced/generating-markov-chains-dirichlet.ipynb @@ -0,0 +1,876 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Dirichlet Processes and Hidden Markov Model Transition Matrices\n", + "\n", + "How do we construct transition matrices that prioritize re-entry into a constrained set of states? Especially if we don't have perfect knowledge of how many _true_ states there are?\n", + "\n", + "From [Matt Johnson's thesis](https://people.csail.mit.edu/mattjj/thesis/ch3.pdf), I learned exactly how.\n", + "\n", + "Some of us might be used to thinking about transition matrices that have strong diagonals.\n", + "That's all good for providing _stability_ in a sequence of transitions.\n", + "But if the goal is to provide a model\n", + "where the constrained set of states is given priority over the other states,\n", + "then what we _really_ need is a transition matrix where the first K _columns_ of the transition matrix\n", + "are given priority over the others." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2\n", + "%matplotlib inline\n", + "%config InlineBackend.figure_format = 'retina'" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from jax import random, vmap, jit, grad, lax\n", + "from jax.experimental.optimizers import adam\n", + "from typing import List\n", + "from jax.scipy.special import logit\n", + "from jax.scipy import stats\n", + "import jax.numpy as np\n", + "import matplotlib.pyplot as plt\n", + "from functools import partial\n", + "import seaborn as sns" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "To generate a transition matrix with this desired property, we can turn to the [GEM distribution][gem]. The GEM distribution is one way to generate a random vector from a Dirichlet distribution (which is the generalization of a Beta distribution).\n", + "\n", + "You can think of it as stick-breaking, basically. We take a stick of unit length 1, and break it in two according to a draw from a Beta distribution. We record the length of the left part of the stick, and then break the right stick into two according to a draw from a Beta distribution. We then record the new length of the left side and break the right one again and again, _ad infinitum_ or until we have reached a predefined (but finite) number of breaks. The vector of recorded lengths becomes a \"weighting\" vector. One thing to keep in mind: this weighting vector doesn't necessarily sum to 1, so in order to use the weighting vector in a transition matrix, we do have to normalize it to sum to 1, or we append the remainder of the stick to the end to get it to sum to 1.\n", + "\n", + "Enough said, let's dig in and try simulating this process.\n", + "\n", + "Firstly, we generate a vector of i.i.d. draws from a Beta distribution with parameters $\\alpha = 1$ and $\\beta = 1$.\n", + "\n", + "[gem]: https://towardsdatascience.com/behind-the-models-beta-dirichlet-and-gem-distributions-526b11a24359" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "key = random.PRNGKey(45) # for reproducibility\n", + "beta_draws = random.beta(key, a=1, b=1, shape=(10,))\n", + "plt.plot(beta_draws, marker=\"o\")\n", + "sns.despine()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now, we take this and begin our stick-breaking process. Because it is effectively a for-loop in which each loop iteration uses carryover from the previous loop iteration, I have written it taking advantage of JAX's `lax.scan` function." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "def stick_breaking_weights(beta_draws):\n", + " \"\"\"Return weights from a stick breaking process.\n", + " \n", + " :param beta_draws: i.i.d draws from a Beta distribution.\n", + " This should be a row vector.\n", + " \"\"\"\n", + " def weighting(occupied_probability, beta_i):\n", + " \"\"\"\n", + " :param occupied_probability: The cumulative occupied probability taken up.\n", + " :param beta_i: Current value of beta to consider.\n", + " \"\"\"\n", + " weight = (1 - occupied_probability) * beta_i\n", + " return occupied_probability + weight, weight\n", + " \n", + " occupied_probability, weights = lax.scan(weighting, np.array(0.), beta_draws)\n", + " \n", + " weights = weights / np.sum(weights)\n", + " return occupied_probability, weights" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "occupied_prob, weights = stick_breaking_weights(beta_draws)\n", + "plt.plot(weights, marker=\"o\")\n", + "plt.ylim(-0.1, 1.1)\n", + "sns.despine()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Really cool! We now have a vector of weights, normalized to a probability distribution.\n", + "\n", + "It's worth at this point exploring the effect of varying the $b$ parameter in the Beta distribution:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "fig, axes = plt.subplots(nrows=1, ncols=5, figsize=(20, 4), sharey=True)\n", + "\n", + "bvals = np.array([1, 3, 5, 10, 20])\n", + "beta_draws = vmap(partial(random.beta, key, 1, shape=(10,)))(bvals)\n", + "occupied_probs, weights = vmap(stick_breaking_weights)(beta_draws)\n", + "\n", + "for ax, weight, bval in zip(axes, weights, bvals):\n", + " ax.plot(weight, marker=\"o\")\n", + " ax.set_title(f\"b = {bval}\")\n", + "sns.despine()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "As should be visible, when we increase the `b` value, we get a less concentrated and flatter distribution compared to when we use a smaller `b` value. Thus, `b` acts as a \"concentration\" parameter. Smaller values means probability mass is concentrated on a smaller number of slots, while larger values means probability mass is diffused across a larger number of slots.\n", + "\n", + "How does this relate to transition matrices in hidden Markov models? Well, a potentially desirable property is that we wish to express is that most of the states tend to move into a certain smaller number of states, thereby _concentrating_ the number of occupied states into a smaller set. This is equivalent to concentrating the transition matrix to a subset of _columns_. Let's see how we can generate this kind of transition matrix.\n", + "\n", + "Firstly, since transition matrices are square, let's start with a 15x15 transition matrix, i.e. one with 15 states. " + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "N_STATES = 15\n", + "CONCENTRATION = 2\n", + "\n", + "beta_draws = random.beta(key, a=1, b=CONCENTRATION, shape=(N_STATES, N_STATES))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "To visualize these i.i.d. Beta-distributed draws, let's use a heatmap." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "sns.heatmap(beta_draws);" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Keep in mind, this is not the transition matrix just yet. It is the precursor to one!\n", + "\n", + "Next up, on a row-wise basis, we convert each row to a weighting vector, thereby getting back a transition matrix:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "def compute_transition_matrix(beta_draws):\n", + " _, transition_matrix = vmap(stick_breaking_weights)(beta_draws)\n", + " return _, transition_matrix\n", + "\n", + "_, transition_matrix = compute_transition_matrix(beta_draws)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "And visualizing the transition_matrix..." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "sns.heatmap(transition_matrix);" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Voilà! We have a transition matrix that has most of the probability mass concentrated in just a few states. Let's calculate the equilibrium distribution:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "def equilibrium_distribution(p_transition):\n", + " n_states = p_transition.shape[0]\n", + " A = np.append(\n", + " arr=p_transition.T - np.eye(n_states),\n", + " values=np.ones(n_states).reshape(1, -1),\n", + " axis=0\n", + " )\n", + " # Moore-Penrose pseudoinverse = (A^TA)^{-1}A^T\n", + " pinv = np.linalg.pinv(A)\n", + " # Return last row\n", + " return pinv.T[-1]" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "eq_distribution = equilibrium_distribution(transition_matrix)\n", + "plt.plot(eq_distribution, marker=\"o\")\n", + "sns.despine()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "As should be visible, we spend the majority of time in just a few states, and not too many more.\n", + "\n", + "At this point, it's worth exploring how the \"concentration\" parameter affects the transition matrix, and hence the equilibrium distribution." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "CONCENTRATIONS = np.array([1, 3, 5, 10, 20])\n", + "N_DIMS = 30\n", + "beta_draws = vmap(partial(random.beta, key, 1, shape=(N_DIMS, N_DIMS)))(CONCENTRATIONS)\n", + "beta_draws.shape" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "_, transition_matrices = vmap(compute_transition_matrix)(beta_draws)\n", + "eq_distributions = vmap(equilibrium_distribution)(transition_matrices)\n", + "\n", + "fig, axes = plt.subplots(nrows=2, ncols=5, figsize=(20, 8))\n", + "\n", + "for ax, conc, tmat in zip(axes[0, :], CONCENTRATIONS, transition_matrices):\n", + " sns.heatmap(tmat, ax=ax)\n", + " ax.set_title(f\"concentration = {conc}\")\n", + " \n", + "for ax, conc, eq_dist in zip(axes[1, :], CONCENTRATIONS, eq_distributions):\n", + " ax.plot(eq_dist, marker=\"o\")\n", + " ax.set_title(f\"concentration = {conc}\")\n", + " ax.set_ylim(-0.1, 1.1)\n", + "sns.despine()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "As you can see, when the value of `b` goes up, the more diffuse the transition matrix, and the more evenly spread-out the equilibrium states will be." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Let's generate Markov sequences now\n", + "\n", + "Now that we know how to generate transition matrices, let's step back and try to see whether the generated Markovian sequences from these transition matrices make sense, i.e. whether they display the desired properties that we seek or not.\n", + "\n", + "Firstly, let's try writing the function that generates a Markov sequence given a transition matrix." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "def markov_sequence(key, p_transition: np.array, sequence_length: int) -> List[int]:\n", + " \"\"\"\n", + " Generate a Markov sequence based on p_init and p_transition.\n", + " \n", + " Strategy: leverage categorical distribution.\n", + " We need to vmap over split PRNGKeys, which will give us the desired number of draws.\n", + " \"\"\"\n", + " p_eq = equilibrium_distribution(p_transition)\n", + " logit_p_eq = logit(p_eq)\n", + " initial_state = random.categorical(key, logits=logit_p_eq, shape=(1,))\n", + " \n", + " def draw_state(prev_state, key):\n", + " logits = logit(p_transition[prev_state])\n", + " state = random.categorical(key, logits=logits, shape=(1,))\n", + " return state, state\n", + "\n", + " keys = random.split(key, sequence_length)\n", + " final_state, states = lax.scan(draw_state, initial_state, keys)\n", + " return final_state, np.squeeze(states)\n", + " \n", + "markov_sequence = jit(markov_sequence, static_argnums=(2,))\n", + "\n", + "final, sequence = markov_sequence(key, transition_matrices[0], 100)\n", + "final, sequence" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now, I think we can generate a bunch of Markov chain sequences using `vmap`." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "def markov_seq_vmappable(key, transition_matrix):\n", + " sequence_length = 500\n", + " return markov_sequence(key, transition_matrix, sequence_length)\n", + "\n", + "_, sequences = vmap(markov_seq_vmappable)(random.split(key, 5), transition_matrices)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Let's plot them out!" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "fig, axes = plt.subplots(figsize=(16, 20), nrows=5, ncols=1)\n", + "\n", + "for ax, seq in zip(axes, sequences):\n", + " ax.plot(range(len(seq)), seq, marker=\"o\")\n", + "sns.despine()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "As should be visible, as we increase the concentration parameter (really, I think this should be renamed as a \"diffusion\" parameter),\n", + "the number of states that we would typically occupy increases. At smaller values of the concentration parameter, the number of states we would typically occupy decreases." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Generating Markov sequences concentrated on a few stable states\n", + "\n", + "We've thus far generated transition matrices that are biased towards a few states, but they do tend to be jumpy, as the above scatterplots show. In other words, we have not yet generated matrices that allow for _stability inside a state_. Stability inside a state is generated from strong diagonals. We can engineer this in the generation of the matrix by leveraging (once again) the Beta distribution. Specifically, the generative story here is that each row of the transition matrix is generated by stick-breaking, but the diagonals are replaced by a Beta draw that is biased towards high probabilities. Let's see this in action for one transition matrix." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "def diagonal_draws(key, bias_factor, shape):\n", + " return random.beta(key, a=bias_factor, b=1, shape=shape)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "dd = diagonal_draws(key, bias_factor=50, shape=(N_DIMS,))\n", + "dom_diag_transition_matrix = transition_matrices[0] + np.diagflat(dd)\n", + "\n", + "def normalize_prob_vect(v):\n", + " return v / np.sum(v)\n", + "\n", + "\n", + "def normalize_transition_matrix(transition_matrix):\n", + " return vmap(normalize_prob_vect)(transition_matrix)\n", + "\n", + "dom_diag_transition_matrix = normalize_transition_matrix(dom_diag_transition_matrix)\n", + "sns.heatmap(dom_diag_transition_matrix);" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now given _this_ transition matrix, let's generate new sequences:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "_, seq = markov_sequence(key, dom_diag_transition_matrix, 500)\n", + "plt.plot(seq, marker=\"o\")\n", + "sns.despine()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "As is visible from the plot above, we get sequences that tend to stay inside a state, and when they do venture out to unfavoured states (e.g. state 5), they quickly return back to a favoured state.\n", + "\n", + "Now, let's see what kind of sequences we get when we use the same dominant diagonal with different concentration parameters.\n", + "\n", + "Firstly, we generate a bunch of dominant diagonal matrices:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "keys = random.split(key, 5)\n", + "diagonals = vmap(partial(diagonal_draws, bias_factor=50, shape=(N_DIMS,)))(keys)\n", + "\n", + "def create_dominant_diagonal(p_transition, diagonal):\n", + " p_transition = p_transition + np.diagflat(diagonal)\n", + " return normalize_transition_matrix(p_transition)\n", + "\n", + "dom_diag_transition_matrices = vmap(create_dominant_diagonal)(transition_matrices, diagonals)\n", + "\n", + "fig, axes = plt.subplots(nrows=1, ncols=5, figsize=(20, 3))\n", + "\n", + "for ax, mat in zip(axes, dom_diag_transition_matrices):\n", + " sns.heatmap(mat, ax=ax)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now, we generate a bunch of sequences." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "_, sequences = vmap(markov_seq_vmappable)(random.split(key, 5), dom_diag_transition_matrices)\n", + "\n", + "fig, axes = plt.subplots(figsize=(16, 20), nrows=5, ncols=1)\n", + "\n", + "for ax, seq, conc in zip(axes, sequences, CONCENTRATIONS):\n", + " ax.plot(range(len(seq)), seq, marker=\"o\")\n", + " ax.set_title(f\"concentration = {conc}\")\n", + "sns.despine()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "As should be visible from here, we now generate sequences that have a much higher propensity to stay within their own state, rather than jump around. Additionally, when there are more states \"available\" (i.e. concentration runs higher), we also see them stay within their own state rather than jump back down to the favoured states." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Inference of the right \"concentration\" of states\n", + "\n", + "Given the transition matrix, can we infer the concentration parameter that best describes it? This is what we're going to try out here.\n", + "\n", + "We start with a vanilla transition matrix generated from a `concentration = 1` setting, with no dominant diagonals. This is the easier setting to begin with:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "sns.heatmap(transition_matrices[0]);" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Each row of the transition matrix is generated by running a stick breaking process forward from Beta distributed draws. We can run the process backwards to get back our Beta-distributed matrix. Because there's division involved, I have opted to operate in logarithmic space instead, to avoid over/under-flow issues." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "\n", + "def beta_draw_from_weights(weights):\n", + " def beta_from_w(accounted_probability, weights_i):\n", + " \"\"\"\n", + " :param accounted_probability: The cumulative probability acounted for.\n", + " :param weights_i: Current value of weights to consider.\n", + " \"\"\"\n", + " denominator = 1 - accounted_probability\n", + " log_denominator = np.log(denominator)\n", + " \n", + " log_beta_i = np.log(weights_i) - log_denominator\n", + "\n", + " newly_accounted_probability = accounted_probability + weights_i\n", + " \n", + " return newly_accounted_probability, np.exp(log_beta_i)\n", + " final, betas = lax.scan(beta_from_w, np.array(0.), weights)\n", + " return final, betas" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "And now, to sanity-check that it works:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "beta_draw = random.beta(key, a=1, b=3, shape=(15,))\n", + "_, weights = stick_breaking_weights(beta_draw)\n", + "_, beta_draw_hat = beta_draw_from_weights(weights)\n", + "plt.plot(beta_draw, label=\"original\")\n", + "plt.plot(beta_draw_hat, label=\"recovered\")\n", + "plt.legend()\n", + "sns.despine()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Up till the last few values, we are basically able to recover the beta distributed draw that generated the matrix. The fundamental problem we're facing here is that when we are faced with a probability vector, we're still missing the \"last stick\" which would give us an accurate estimate of the originals. As such, only the first few are really accurate, and the accuracy of beta draw recovery goes down as we go across the vector.\n", + "\n", + "Let's now apply the function to every row in the transition matrix." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "def recover_beta(transition_matrix):\n", + " return vmap(beta_draw_from_weights)(transition_matrix)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "_, recovered_betas = vmap(recover_beta)(transition_matrices)\n", + "\n", + "fig, axes = plt.subplots(nrows=1, ncols=2, figsize=(10, 4))\n", + "\n", + "idx = 4\n", + "sns.heatmap(recovered_betas[idx], ax=axes[0])\n", + "sns.heatmap(beta_draws[idx], ax=axes[1])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Matches what we saw above - we're doing an almost-OK job here.\n", + "\n", + "Now, we can evaluate the logpdf of the matrix.\n", + "Because each entry in the recovered betas matrix is an i.i.d. draw from the Beta distribution,\n", + "and because row-wise the first 3-5 elements are accurately estimatable backwards from the weights,\n", + "we will estimate the concentration parameter using only the first three columns of betas from the matrix.\n", + "\n", + "Test-driving the syntax below..." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "np.sum(stats.beta.logpdf(recovered_betas[4, :, :3], a=1, b=9))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Looks good! Let's now define a function for the logpdf." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "def transition_matrix_logpdf(transition_matrix, concentration, num_cols=2):\n", + " _, beta_recovered = recover_beta(transition_matrix)\n", + " logp = stats.beta.logpdf(beta_recovered[:, :num_cols], a=1, b=concentration)\n", + " return np.sum(logp)\n", + "\n", + "transition_matrix_logpdf(transition_matrices[1], 5)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Just to see if this is a gradient optimizable problem, let's plot a range of concentration values, and see what happens." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "log_conc_range = np.linspace(-3, 3, 10000)\n", + "conc_range = np.exp(log_conc_range)\n", + "\n", + "def loglike_range(transition_matrix, log_conc_range):\n", + " conc_range = np.exp(log_conc_range)\n", + " ll = vmap(partial(transition_matrix_logpdf, transition_matrix))(conc_range)\n", + " return ll\n", + "\n", + "ll = loglike_range(transition_matrices[0], log_conc_range)\n", + "\n", + "lls = vmap(partial(loglike_range, log_conc_range=log_conc_range))(transition_matrices)\n", + "\n", + "fig, axes = plt.subplots(nrows=1, ncols=len(CONCENTRATIONS), figsize=(20, 4))\n", + "\n", + "for ll, conc, ax in zip(lls, CONCENTRATIONS, axes):\n", + " ax.plot(conc_range, ll)\n", + " ax.set_title(f\"concentration = {conc}\")\n", + "sns.despine()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Not bad! Visually, it appears that we do pretty good in recovering the maximum likelihood value for most of the entries, but for concentration = 20, it's more difficult to do so.\n", + "\n", + "Let's confirm by extracting the concentration at which we have maximum log-likelihood." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "maxes = vmap(np.argmax)(lls)\n", + "mle_estimates = np.take(conc_range, maxes)\n", + "mle_estimates" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Great! Doing this brute-force is all nice and good, but one of the points of JAX is that we get to do gradient descent easily. So now, let's try to perform gradient-based optimization :).\n", + "\n", + "We start by first defining a loss as a function of the log of the concentration. (We use the log so that when we do gradient optimization, we can be in an unbounded space.) We also define the gradient of the loss function." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "def loglike_loss(log_concentration, transition_matrix):\n", + " concentration = np.exp(log_concentration)\n", + " ll = transition_matrix_logpdf(transition_matrix, concentration)\n", + " return -ll\n", + "\n", + "loglike_loss = jit(loglike_loss)\n", + "dloglike_loss = grad(loglike_loss)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Next up, we do the loop. Instead of writing an explicit for-loop, we are going to some JAX trickery here:\n", + "\n", + "1. We write the loop taking advantage of `lax.scan`, which allows us to leverage the previous state to get back parameters to optimize.\n", + "1. We also vmap our training loop over all 5 matrices, starting with the same log concentration starting point. This allows us to essentially train five models at one shot. (I could have `pmap`-ed it, but I really only have one CPU and one GPU on my computer.)\n", + "1. Since the result is a vmapped, we have a collection of final states and historical states (which we can post-process post-hoc). Hence, we can vmap `get_params` over final states to get back the vector of final states (from a constant initial state)." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "init, update, get_params = adam(0.05)\n", + "log_conc_start = random.normal(key)\n", + "\n", + "def step(prev_state, i, data, dloss):\n", + " \"\"\"One step in the training loop.\"\"\"\n", + " params = get_params(prev_state)\n", + " g = dloss(params, data)\n", + " state = update(i, g, prev_state)\n", + " return state, state\n", + "\n", + "def train(transition_matrix, dloss, params, n_steps=200):\n", + " \"\"\"The training loop for one transition matrix.\"\"\"\n", + " stepfunc = partial(step, data=transition_matrix, dloss=dloss)\n", + " stepfunc = jit(stepfunc)\n", + "\n", + " state = init(params)\n", + " final_state, states = lax.scan(stepfunc, state, np.arange(n_steps))\n", + " return final_state, states\n", + "\n", + "trainfunc = partial(train, params=log_conc_start, dloss=dloglike_loss)\n", + "trainfunc = jit(trainfunc)\n", + "# Train across all transition matrices!\n", + "final_states, states_history = vmap(trainfunc)(transition_matrices)\n", + "np.exp(vmap(get_params)(final_states))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We can also get the history by `vmap`-ing `get_params` over `all_states`." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "log_concentration_history = vmap(get_params)(states_history)\n", + "\n", + "for concentration, history in zip(CONCENTRATIONS, log_concentration_history):\n", + " plt.plot(np.exp(history), label=concentration)\n", + "plt.xlabel(\"Iteration\")\n", + "plt.ylabel(\"Concentration Value\")\n", + "plt.legend()\n", + "sns.despine()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now, if you're wondering how I knew 200 steps would be sufficient for convergence _a priori_, I didn't :). I had originally tried 1000 steps before staring at the concentration curves, at which point I then knew 200 was sufficient. So... no magic there." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Summary\n", + "\n", + "This was a bit of a whirlwind tour of a notebook, in that there were many concepts and ideas tied together into one \"project\". \n", + "\n", + "With respect to HMMs, it's super important to have a proper mental model of each of its components. In the case of _expressing_ the idea that we have a restricted number of states, we may _engineer_ this into the model by taking advantage of column-wise heaviness in a restricted subset of states. This is mathematically most naturally incorporated by composint together row-wise Dirichlet-distributed probability arrays. We can also mathematically _engineer_ consistency in states by taking advantage of high Beta-distributed values. Compose the two together, and we get a transition matrix that favours entry into a small number of states with stability in there.\n", + "\n", + "Beyond that lesson, we saw the power of composable programs using JAX. `vmap`, `jit`, `lax.scan`, and more from the JAX toolkit gives us the ability to write performant programs that sort of \"just make sense\", once you know what their idioms are. Specifically:\n", + "\n", + "- `vmap` is a vanilla for-loop, processing an elementary function over an axis of an array.\n", + "- `lax.scan` is a carry-over for-loop, processing the result of a previous iteration, with accumulation of history as well.\n", + "- `jit` gives you just-in-time compilation of a function.\n", + "- `grad` gives you gradients of any arbitrary function written in a JAX-compatible, pure functional fashion.\n", + "\n", + "In particular, getting used to the `lax.scan` idioms has been a literal door-opener. We can now write really performant loops that use results from previous iterations, such as a gradient descent training loop or an MCMC sampler. Using `lax.scan`, we wrote:\n", + "\n", + "- A Markov chain state generator\n", + "- A generator of Dirichlet-distributed weights from i.i.d. Beta distribution draws\n", + "- A reverse generator/estimator of Beta distribution draws from Dirichlet-distributed weights (with some inaccuracies of course, due to a lack of information).\n", + "- A fully-compiled gradient descent training loop that ran extremely fast.\n", + "\n", + "And using `vmap`, we were able to do all sorts of vanilla loops, but the one I want to highlight is our ability to `vmap` the compiled training loop across multiple transition matrices. The fact that this _actually_ works never has left me in awe. Props to the JAX team here! Opens the door to `vmap`-ing training loops across random starting points (i.e. a split PRNGKey, much like what we did in the HMM state generator).\n", + "\n", + "The trade-off is that we don't get nice progress bars, of course, which require that we break out of the compiled loop to show the current state. But the compilation speedups provided the opportunity to build our compiled tensor program end-to-end. We could verify first that things ran correctly on a moderately-sized number of iterations, before finally estimating how long we would need to go until convergence and letting the program run on its own. I'm sure this little change isn't too hard to adapt to, but will give you access to a whole new world of differential tensor programming that is just _cool_!" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "bayesian", + "language": "python", + "name": "bayesian" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.1" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/docs/advanced/regression.ipynb b/docs/advanced/regression.ipynb new file mode 100644 index 0000000..5b91a08 --- /dev/null +++ b/docs/advanced/regression.ipynb @@ -0,0 +1,62 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2\n", + "%matplotlib inline\n", + "%config InlineBackend.figure_format = 'retina'" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Introduction\n", + "\n", + "In this chapter, we are going to look at how to do _regression_ modelling.\n", + "\n", + "Regression modelling takes estimation one step further\n", + "beyond what we've been doing these past few chapters.\n", + "Prior to this chapter, we were doing pure _estimation_.\n", + "There was a key parameter of interest, $p$,\n", + "which represented something useful about our system under study\n", + "(average favourability of ice cream shops).\n", + "We collected data that gave us hints\n", + "as to what the \"true\" value of the key parameter of interest might be." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "bayesian-modelling-tutorial", + "language": "python", + "name": "bayesian-modelling-tutorial" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.5" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/docs/advanced/reparametrization.ipynb b/docs/advanced/reparametrization.ipynb new file mode 100644 index 0000000..29f0e53 --- /dev/null +++ b/docs/advanced/reparametrization.ipynb @@ -0,0 +1,569 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2\n", + "%matplotlib inline\n", + "%config InlineBackend.figure_format = 'retina'" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Introduction\n", + "\n", + "In this chapter, we are going to look at the issue of model parametrization.\n", + "\n", + "The parametrization of a model has knock-on effects when sampling.\n", + "In the example from the previous chapter,\n", + "you saw how we had obtained \"divergences\" warnings\n", + "when hitting Thomas Wiecki's Inference Button (tm).\n", + "These divergences show up when the sampler has problems\n", + "sampling from the posterior distribution.\n", + "\n", + "What kind of problems, you might ask?\n", + "\n", + "Well, we'll first have to take a detour into the \"shape\" of joint distributions!" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Funneling down the river\n", + "\n", + "To illustrate what we mean by the \"shape\" of joint distributions,\n", + "I am going to introduce you to **Neal's Funnel**,\n", + "named after Professor Radford Neal,\n", + "who proposed this as a _particularly extreme_ example\n", + "of pathological likelihood geometries.\n", + "Neal's funnel a slightly different form and more dimensions of $x$,\n", + "but I have simplified the example here to make it easier to follow.\n", + "\n", + "In particular, we're going to look at the following joint distribution\n", + "between two random variables, $x$ and $v$:\n", + "\n", + "$$v \\sim N(0, 1)$$\n", + "$$x \\sim N(0, e^v)$$\n", + "\n", + "Let's see this simplified Neal's Funnel implemented in code." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from scipy.stats import norm, expon\n", + "import numpy as np" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd\n", + "data = []\n", + "n_dims = 1\n", + "for i in range(1000):\n", + " v = norm(0, 1).rvs(1)\n", + " x = norm(0, np.exp(v)).rvs(n_dims)\n", + " data.append(np.hstack([v, x]))\n", + "data = pd.DataFrame(data)\n", + "data.columns = [\"v\"] + [fr\"x_{i+1}\" for i in range(n_dims)]" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import seaborn as sns\n", + "ax = data.plot(x=\"x_1\", y=\"v\", kind=\"scatter\")\n", + "ax.set_xlabel(r\"$x_1$\")\n", + "sns.despine()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Let's go through why the joint distribution is shaped as it is.\n", + "(In retrospect,\n", + "this is one of those situations that makes a ton of sense\n", + "only after one sees it.)\n", + "\n", + "In this joint distribution between $x_1$ and $v$,\n", + "\n", + "$$v \\sim N(0, 1)$$\n", + "$$x \\sim N(0, e^v)$$\n", + "\n", + "when $v$ is negative, the variance term of $x$ is very small,\n", + "because $e^v$ is a fractional number,\n", + "and hence the numbers drawn have a very tight distribution around the mean $0$.\n", + "When $v$ is positive, the variance term of $x$ grows exponentially,\n", + "and so the numbers drawn are extremely variable.\n", + "\n", + "As you can see, the joint distribution samples are shaped like a funnel.\n", + "Not only that, if you imagine the _density_ of points sampled,\n", + "there is a third dimension that rises up from the screen to you.\n", + "The contours look something like this:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "def neals_funnel_likelihood(v, x):\n", + " v_like = norm(0, 1).pdf(v)\n", + " x_like = norm(0, np.exp(v)).pdf(x)\n", + " return v_like * x_like" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from itertools import product\n", + "from tqdm.autonotebook import tqdm\n", + "from scipy.interpolate import griddata\n", + "import matplotlib.pyplot as plt\n", + "\n", + "\n", + "vs = np.linspace(-3, 3, 1000)\n", + "xs = np.linspace(-20, 20, 1000)\n", + "X, V = np.meshgrid(xs, vs)\n", + "L = neals_funnel_likelihood(V, X)\n", + "fig, ax = plt.subplots()\n", + "\n", + "ax.contour(X, V, L, levels=10, cmap=\"viridis\");\n", + "ax.set_xlabel(\"x\")\n", + "ax.set_ylabel(\"v\")\n", + "sns.despine()\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now that _really_ looks like a funnel!\n", + "As usual, $x$ and $v$ are plotted against each other,\n", + "but now the likelihood of jointly drawing any two values of $(x, v)$\n", + "are going to be really concentrated in the funnel." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Sampling difficulties\n", + "\n", + "Now, I'd like to imagine you're an MCMC sampler.\n", + "(To understand what goes on underneath the hood,\n", + "check out the chapter on MCMC sampling.)\n", + "Not a fancy one, just a simple one.\n", + "The rule by which you propose a new value to sample\n", + "is governed by a standard Gaussian distribution $N(0, 1)$.\n", + "(That is your proposal distribution.)\n", + "Your goal is to _most_ of the time sample new points\n", + "that are within regions of high likelihood,\n", + "occasionally allowing yourself to step out but not always.\n", + "\n", + "Now imagine that you fell into the funnel,\n", + "such that you sampled $x=0.0003$ and $v=-2.89275$ on your last step.\n", + "With a simple $N(0, 1)$ proposal distribution,\n", + "most of the points you propose for $x$\n", + "are going to fall outside of the region of high likelihood.\n", + "You're going to be mostly stuck!" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Alternative reparametrization\n", + "\n", + "A reparametrization of the model makes things a lot easier.\n", + "\n", + "Instead of:\n", + "\n", + "$$v \\sim N(0, 3)$$\n", + "$$x \\sim N(0, e^v)$$\n", + "\n", + "We switch to:\n", + "\n", + "$$\\hat{v} \\sim N(0, 1)$$\n", + "$$ v = 3 \\hat{v} + 0$$\n", + "$$\\hat{x} \\sim N(0, 1)$$\n", + "$$ x = \\hat{x}e^v + 0$$" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### What manner of monstrosity is this?\n", + "\n", + "Fret not! What is going on here can be explained.\n", + "\n", + "One little trick we have up our sleeves is this:\n", + "Every Gaussian distribution $N(\\mu, \\sigma)$\n", + "can be generated by sampling from an $N(0, 1)$ distribution,\n", + "multiplying by $\\sigma$, and adding $\\mu$!\n", + "\n", + "So in the above model,\n", + "$\\hat{v}$ is sampled from a standard Gaussian,\n", + "then multiplied by the variance term $3$ and added to the mean term $0$,\n", + "thereby generating the original $v \\sim N(0, 3)$ distribution.\n", + "\n", + "Same goes for $x$:\n", + "$\\hat{x}$ is sampled from a standard Gaussian,\n", + "then multiplied by the variance term $e^v$ and added to the mean term $0$,\n", + "thereby regenerating the original $x \\sim N(0, e^v)$ distribution!" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### What's the effect?\n", + "\n", + "The effect of a reparametrization for the MCMC samplers used in PyMC3 is tremendous!\n", + "\n", + "Instead of having to sample from an $N(0, e^v)$ distribution for the random variable $x$,\n", + "the sampler can instead propose new steps for $\\hat{x}$ in a standard $N(0, 1)$ space,\n", + "which is less likely to generate rejected samples." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### But the analogy feels a bit contrived...\n", + "\n", + "If you're feeling this way, you're not alone.\n", + "\n", + "Most data problems don't look _this_ pathological.\n", + "However, it is an extremely illustrative example of what happens\n", + "when an MCMC sampler rejects most of the proposed samples.\n", + "The " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Reparametrizing Logits\n", + "\n", + "Let's see how all of those lessons can be applied in our ice cream shop problem!\n", + "After all, in that prior chapter on hierarchical models,\n", + "we did suffer from divergences in the sampling process,\n", + "indicating to us that there may have been pathologies \n", + "in the shape of the joint likelihoods.\n", + "\n", + "Let's start by re-loading the trace from before." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import arviz as az\n", + "from pyprojroot import here\n", + "\n", + "trace_original = az.from_netcdf(here() / \"data/ice_cream_shop_hierarchical_posterior.nc\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "az.plot_trace(trace_original, var_names=[\"p_owner\"]);" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In the trace plot, you might see some of the places where divergences happened.\n", + "In particular, for owner 7, on one of the chains, the divergences are pretty obvious.\n", + "That's where the sampler _really_ got stuck in a region of bad geometry.\n", + "\n", + "Here's another way to visualize why this _might_ be happening:\n", + "let's go ahead and plot the $p$ terms and variance terms against each other." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import matplotlib.pyplot as plt\n", + "import seaborn as sns\n", + "\n", + "def plot_posterior_pair(trace, rv1=\"p_owner\", rv2=\"logit_p_owner_scale\"):\n", + " locations = trace.posterior[rv1].to_dataframe().unstack(-1)\n", + " scales = trace.posterior[rv2].to_dataframe().unstack(-1)\n", + " \n", + " for i in range(9):\n", + " plt.scatter(locations[(rv1, i)], scales[(rv2, i)], alpha=0.3, label=f\"{i}\")\n", + " plt.xlabel(rv1)\n", + " plt.ylabel(rv2)\n", + " sns.despine()\n", + " plt.legend();" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "plot_posterior_pair(trace_original)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "As you can see, the geometry isn't _so_ pathological,\n", + "but a funnel-like shape can be observed for a subset of shop owners.\n", + "(We have to keep in mind that these are not exact posteriors,\n", + "but samples taken from what is otherwise a fairly biased sampling procedure\n", + "because of the divergences.)\n", + "Let's take a look at a reparametrized version of the same model that we wrote before.\n", + "But first, just to jog your memory:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from bayes_tutorial.solutions.hierarchical import ice_cream_hierarchical_model\n", + "\n", + "ice_cream_hierarchical_model??" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The place that should look like we might be able to do a reparametrization\n", + "is in the line that has the `logit_p_shop` RV defined.\n", + "This is because it has a $\\mu$ and $\\sigma$ both defined as random variables.\n", + "Perhaps that might be where the pathologies might lie." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Load Data\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from bayes_tutorial.data import load_ice_cream\n", + "data = load_ice_cream()\n", + "data.head()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Build reparametrized model\n", + "\n", + "Remember that the key idea here is to convert:\n", + "\n", + "$$N(\\mu, \\sigma)$$ \n", + "\n", + "into its equivalent:\n", + "\n", + "$$N(0, 1) * \\sigma + \\mu$$\n", + "\n", + "Take a look at the code below to see how it's done.\n", + "I've done my best annotating the location where the reparametrization happens." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import pymc3 as pm\n", + "\n", + "n_owners = len(data[\"owner_idx\"].unique())\n", + "with pm.Model() as model:\n", + " logit_p_overall = pm.Normal(\"logit_p_overall\", mu=0, sigma=1)\n", + " logit_p_owner_mean = pm.Normal(\n", + " \"logit_p_owner_mean\",\n", + " mu=logit_p_overall,\n", + " sigma=1,\n", + " shape=(n_owners,),\n", + " )\n", + " logit_p_owner_scale = pm.Exponential(\n", + " \"logit_p_owner_scale\", lam=1 / 5.0, shape=(n_owners,)\n", + " )\n", + " logit_p_shop_raw = pm.Normal(\n", + " \"logit_p_shop_raw\",\n", + " mu=0,\n", + " sigma=1,\n", + " shape=(len(data),),\n", + " )\n", + " \n", + " logit_p_shop = pm.Deterministic(\n", + " \"logit_p_shop\",\n", + " logit_p_shop_raw * logit_p_owner_scale[data[\"owner_idx\"]] + logit_p_owner_mean[data[\"owner_idx\"]],\n", + " )\n", + "\n", + " p_overall = pm.Deterministic(\"p_overall\", pm.invlogit(logit_p_overall))\n", + " p_shop = pm.Deterministic(\"p_shop\", pm.invlogit(logit_p_shop))\n", + " p_owner = pm.Deterministic(\"p_owner\", pm.invlogit(logit_p_owner_mean))\n", + " like = pm.Binomial(\n", + " \"like\",\n", + " n=data[\"num_customers\"],\n", + " p=p_shop,\n", + " observed=data[\"num_favs\"],\n", + " )" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "with model:\n", + " trace = pm.sample(2000)\n", + " trace = az.from_pymc3(\n", + " trace,\n", + " coords={\n", + " \"p_shop_dim_0\": data[\"shopname\"],\n", + " \"logit_p_shop_transformed\": data[\"shopname\"],\n", + " \"logit_p_shop_dim_0\": data[\"shopname\"],\n", + " \"logit_p_owner_scale_dim_0\": data[\"owner_idx\"].sort_values().unique(),\n", + " \"p_owner_dim_0\": data[\"owner_idx\"].sort_values().unique(),\n", + " \"logit_p_owner_mean\": data[\"owner_idx\"].sort_values().unique(),\n", + " },\n", + " )" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Inspect traces\n", + "\n", + "Let's now do a comparison of the traces.\n", + "As with the prior chapter on hierarchical models,\n", + "for simplicity's sake, we're going to look at only the owner $\\mu$ and $p$,\n", + "rather than look at all of the shop's $\\mu$ and $p$." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "az.plot_trace(trace, var_names=[\"logit_p_owner_mean\"]);" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "No more divergences! Also, the traces look more like hairy caterpillars again. Compare that to the traces from before:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "az.plot_trace(trace_original, var_names=[\"logit_p_owner_mean\"]);" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "It should be clear that the divergences are gone." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### What does this mean for me?\n", + "\n", + "The long story cut short: Look for opportunities to reparametrize!\n", + "\n", + "In particular, if you run into a situation like we have\n", + "where you have a Gaussian in your model,\n", + "if divergences show up during sampling,\n", + "this is an opportunity to try a non-centered parametrization." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Further Reading\n", + "\n", + "- [Stan User Guide on Reparametrizations](https://mc-stan.org/docs/2_18/stan-users-guide/reparameterization-section.html)\n", + "- [PyMC3 docs on diagnosing biased inferences with divergences](https://docs.pymc.io/notebooks/Diagnosing_biased_Inference_with_Divergences.html)" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "bayesian-modelling-tutorial", + "language": "python", + "name": "bayesian-modelling-tutorial" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.5" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/docs/basics/images/distributions.png b/docs/basics/images/distributions.png new file mode 100644 index 0000000..d9168d0 Binary files /dev/null and b/docs/basics/images/distributions.png differ diff --git a/docs/basics/inference.ipynb b/docs/basics/inference.ipynb new file mode 100644 index 0000000..5626536 --- /dev/null +++ b/docs/basics/inference.ipynb @@ -0,0 +1,744 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2\n", + "%matplotlib inline\n", + "%config InlineBackend.figure_format = 'retina'" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Introduction\n", + "\n", + "In this chapter, we are going to build off the knowledge you've learned in the previous chapters,\n", + "and introduce you to the wonderful world of probabilistic inference using PyMC3!" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Recap\n", + "\n", + "Let's recap what you've learned so far.\n", + "\n", + "Thus far, you have encountered:\n", + "\n", + "- The basics of probability, and how joint probability links to joint modelling between data and parameters.\n", + "- How to simulate data generating processes, and evaluate the joint likelihood of data and parameter \"guesses\".\n", + "\n", + "In short, you have learned all about the so-called \"forward\" pass of modelling.\n", + "(Take the term \"forward\" with a grain of salt, it is meant to be an idea,\n", + "not an official term that belongs to the discipline of statistics.)\n", + "We introduced you to the term **prior belief** as well.\n", + "In this chapter, we will be performing _inference_, or in other words,\n", + "taking principled guesses at what \"set\" of values of our parameters best explain our data,\n", + "conditioned on our original hypotheses about what their values should be,\n", + "or in other words, calculating posterior beliefs having seen the data." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Probabilistic Modelling\n", + "\n", + "In simulating the data generating process with probability distributions,\n", + "you wrote a **\"probabilistic\"** model.\n", + "Other names for this include a \"stochastic\" model, or a \"non-deterministic\" model.\n", + "\n", + "In the spirit of sticking with simple complex examples, we are going to continue exploring the classic coin flip model.\n", + "Though it might seem like the example can be beaten-to-death, stick with me,\n", + "as it's a very useful pedagogical tool.\n", + "Once we've graduated from the classic coin flip,\n", + "you'll be equipped with the right abstractions to handle other models easily!\n", + "\n", + "Let's take that coin flip model with Beta-distributed $p$, and implement it in PyMC3 code." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In mathy syntax, the model can be expressed as follows:\n", + "\n", + "$$ p \\sim Beta(\\alpha=2, \\beta=2)$$\n", + "$$ Y \\sim Bernoulli(p=p)$$\n", + "\n", + "where:\n", + "\n", + "- $Y$ is the random variable modelling coin flip results,\n", + "- $p$ is the key parameter of the Bernoulli distribution likelihood, which is used to model the space of possibilities for $Y$,\n", + "- and $\\alpha$ and $\\beta$ are the key parameters of the Beta distribution, which is used to model the space of possibilities for $p$. Having them set to $2$ each is a modelling decision that I have taken.\n", + "\n", + "To jog your memory, here's how we wrote the data generating process\n", + "in the previous notebook using `scipy.stats`:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from bayes_tutorial.solutions.simulation import coin_flip_generator_v2\n", + "from inspect import getsource\n", + "\n", + "coin_flip_generator_v2??" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Before we move on, we should also see what the state of our priors look like, having not seen any data." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Exercise\n", + "\n", + "Plot the PDF of the prior distribution of $p$. \n", + "\n", + "Hints to help you along:\n", + "\n", + "- You'll need to access the `.pdf()` class method of the Beta distribution object.\n", + "- Remember that the `.pdf()` function takes in `x`, on which you evaluate the PDF." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import matplotlib.pyplot as plt\n", + "from scipy.stats import beta\n", + "import numpy as np\n", + "from bayes_tutorial.solutions.inference import plot_betadist_pdf\n", + "\n", + "# This is the answer below\n", + "plot_betadist_pdf(2, 2)\n", + "\n", + "# Your answer below" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "This probability density function describes what we believe about the likelhood of $p$,\n", + "having not seen the data.\n", + "It is centered on 0.5, which means we generally ascribe highest likelihood to a \"fair coin\",\n", + "but it is also wide, with quite a bit of density\n", + "outside of the vicinity of 0.5.\n", + "We ascribe very little likelihood at 0 and 1." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Coin Flip in PyMC3\n", + "\n", + "Let's now see how we can convert this coin flip model into a PyMC3 model." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import pymc3 as pm\n", + "\n", + "with pm.Model() as model:\n", + " p = pm.Beta(\"p\", alpha=2, beta=2)\n", + " data = pm.Bernoulli(\"data\", p=p)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Just like that, we have specified a probabilistic model for coin flips!\n", + "Notice how, first of all, the syntax matches very closely\n", + "to how the probabilistic model is written in traditional math syntax,\n", + "as well as the `scipy.stats` syntax.\n", + "In particular,\n", + "\n", + "- `p` is the random variable that models the possible space of Bernoulli parameter $p$s,\n", + "- `data` is the random variable that models the possible space of data that we could generate.\n", + "\n", + "It should be clear that by expressing our model using the language of probability distributions,\n", + "we gain the ability to concisely write down statistical models.\n", + "\n", + "Now, how does data come into play here?\n", + "\n", + "Well, what we do is to \"condition\" the model on observe data\n", + "by passing in data to the random variable. Let's see this in action:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from bayes_tutorial.solutions.inference import coin_flip_data\n", + "\n", + "data = coin_flip_data() # 12 flips, comprising of 8 heads and 4 tails.\n", + "\n", + "with pm.Model() as model:\n", + " p = pm.Beta(\"p\", alpha=2, beta=2)\n", + " data = pm.Bernoulli(\"data\", p=p, observed=data)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Inferential Procedure\n", + "\n", + "Now we come to the point you've all been waiting for, after all of the basics:\n", + "How do we perform inference on the key parameter $p$?\n", + "What should we believe about the parameter $p$,\n", + "conditioned on our priors?\n", + "\n", + "To do this, we're going to follow an inferential procedure\n", + "that you will see over and over in this tutorial." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### The Inference Button! (tm)\n", + "\n", + "First off, we're going to hit the inference button below." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "with model:\n", + " trace = pm.sample(2000)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "If there are any warnings that show up, we can ignore them for a moment." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### What exactly is the inference button doing?\n", + "\n", + "Thomas Wiecki, one of the core maintainers of the PyMC3 library,\n", + "coined the term \"The Inference Button\" to describe the spirit of the PyMC library.\n", + "\n", + "Given a probabilistic model, in which we jointly model our parameters and data,\n", + "the posterior distribution is given by a single equation, Bayes' rule.\n", + "Calculating the posterior exactly is, in the vast majority of cases, intractable,\n", + "so we leverage Markov Chain Monte Carlo sampling\n", + "to help us figure out what the shape of the posterior looks like.\n", + "(You got a taste of Monte Carlo sampling in the last notebook, right at the end!)\n", + "\n", + "PyMC3's `pm.sample(n_steps)` function does the MCMC sampling for us.\n", + "Along the way, it abstracts away and automates a bunch of steps\n", + "that we would otherwise have to do on our own.\n", + "_Are you curious to know more about what happens behind-the-scenes?_\n", + "_Check out [this introductory explainer that I wrote][essays]!_\n", + "\n", + "For readers and learners who can deal with a bit more jargon,\n", + "here's a bit more detail, written such that the intuition is conveyed\n", + "(without the math).\n", + "\n", + "Firstly, the MCMC sampler gets initialized in an arbitrary region of the posterior distribution space.\n", + "Then, the sampler \"warms up\" and tries to work its way\n", + "to the [\"typical set\"][typicalset] of the posterior distribution.\n", + "Finally, it begins sampling around the typical set,\n", + "in this way simulating/calculating the posterior distribution.\n", + "(Warning, the \"typical set\" Wikipedia page linked above contains a ton of math.)\n", + "\n", + "[essays]: https://ericmjl.github.io/essays-on-data-science/machine-learning/computational-bayesian-stats/\n", + "[typicalset]: https://en.wikipedia.org/wiki/Typical_set" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### ArviZ\n", + "\n", + "Now that inference has completed, we will obtain a `trace` object, which will contain samples from the posterior distribution.\n", + "Together, those samples form an approximation of the true posterior.\n", + "\n", + "To visualize the posterior, we are going to bring in a companion tool called [ArviZ][arviz],\n", + "which provides an API that facilitates the visual exploration of Bayesian model outputs.\n", + "The output of Bayesian inferential protocols is a rich, multi-dimensional data structure,\n", + "and the ArviZ devs have spent countless hours getting the core data structure right\n", + "so that the API built around it can be intuitive and helpful.\n", + "\n", + "To get started, we have to convert the PyMC3 trace object into an ArviZ `InferenceData` object.\n", + "\n", + "[arviz]: https://arviz-devs.github.io/arviz/" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import arviz as az\n", + "\n", + "with model:\n", + " trace = az.from_pymc3(trace)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Let's now inspect that the trace `InferenceData` object looks like." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "trace" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Thanks to the beautiful HTML representation of the InferenceData object, we can interactively explore it.\n", + "\n", + "There are a few things to look at.\n", + "\n", + "- `posterior`: Holds the posterior distribution objects. This is what we will be most commonly interacting with.\n", + "- `log_likelihood`: Holds the log-likelihood calculations that happened at each step of sampling. In the vast majority of applied cases, we will not need to dig into this.\n", + "- `sample_stats`: Holds information about the MCMC sampler at each sampling step. In the vast majority of applied cases, we will not need to dig into this.\n", + "- `observed_data`: As per the name. Can be handy when debugging. But as with the previous two, in the vast majority of applied cases, we will not need to dig into this." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Visualize your posterior... distribution\n", + "\n", + "Now, let's get a feel for the tools that are used for visualization of the posterior distribution.\n", + "\n", + "The first visualization tool that we can use to get a handle over our posterior distribution is the `az.plot_posterior` function." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "az.plot_posterior(trace);" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "From this plot, we can tell that once we condition our model on our data,\n", + "we believe that our parameter `p` should be centered around 0.62,\n", + "with 94% of our credibility points being allotted between the values 0.41 and 0.84." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Credible vs. Confidence Interval\n", + "\n", + "I feel compelled at this point to immediately interject a point here:\n", + "the 94% of credibility points is the \"highest density interval\",\n", + "or \"94% credible interval\".\n", + "This interval has a very direct and simple interpretation:\n", + "having conditioned our prior belief on data,\n", + "we believe with 94% probability that the true parameter value\n", + "lives within this interval range.\n", + "\n", + "**The credible interval has nothing to do with the \"confidence interval\"**\n", + "that you may have learned in classical statistics.\n", + "When you calculated a confidence interval,\n", + "the interpretation is that\n", + "_in the limit of large number of trials $N$_,\n", + "we will calculate $N$ $\\alpha \\%$ confidence intervals,\n", + "and $\\alpha \\%$ of them will contain the true value.\n", + "Does that sound convoluted to you, because of the \"large number of trials\",\n", + "and \"large number of confidence intervals\"?\n", + "If so, you're not alone. We think that's convoluted too :)." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Inspecting the chain\n", + "\n", + "Whenever we do MCMC sampling, we must always inspect the sampling trace.\n", + "The sampling trace records every single value that was _accepted_ in MCMC sampling,\n", + "which gives us the ability to inspect whether the MCMC sampling went well.\n", + "\n", + "To inspect the chain, we call upon the `az.plot_trace(trace)` function." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "az.plot_trace(trace);" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "What are these plots and how do we interpret them?\n", + "\n", + "The left plot shows a kernel density estimate (KDE) of the posterior distribution.\n", + "The x-axis is the posterior distribution support,\n", + "while the height is the KDE likelihood estimate.\n", + "\n", + "The right plot shows the trace values.\n", + "The x-axis is sampling step (we did a total of 2000 above),\n", + "and the y-axis is the sampled value.\n", + "\n", + "The left plot is essentially the right plot collapsed across the time axis.\n", + "\n", + "As a matter of practice, the trace should look like a \"hairy caterpillar\",\n", + "and should show no trends (i.e. moving upwards or downwards) anywhere.\n", + "Trends indicate that the MCMC sampler has not fully \"warmed up\",\n", + "and is still trying to find its way to the typical set of the posterior distribution." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Recapping thus far\n", + "\n", + "Up till this point, we have done the following:\n", + "\n", + "- Specified a joint probabilistic model for coin flips and its key parameter $p$, the probability of heads, and performed inference,\n", + "- Visualized the posterior distribution of $p$" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Further Exercises\n", + "\n", + "To help you get further familiarity with the basics of PyMC3, here are a few more exercises to work through." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Exercise: Estimate rate of car crashes" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Step 1: Build the probabilistic model for car crashes in PyMC3\n", + "\n", + "- Car crashes, which are integer counts of things that happen with a given rate, generally follow a [Poisson] distribution.\n", + "- The Poisson distribution has a \"rate\" parameter `mu`, which is only allowed to be positively distributed. The [Exponential] distribution is a pragmatic choice here.\n", + "\n", + "[Poisson]: https://docs.pymc.io/api/distributions/discrete.html#pymc3.distributions.discrete.Poisson\n", + "\n", + "[Exponential]: https://docs.pymc.io/api/distributions/continuous.html#pymc3.distributions.continuous.Exponential" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from bayes_tutorial.solutions.inference import car_crash_data, car_crash_model_generator\n", + "\n", + "data = car_crash_data()\n", + "\n", + "# This is one of an infinite set of correct answers.\n", + "car_crash_model = car_crash_model_generator()\n", + "\n", + "# Comment out the line above and specify your model below\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Step 2: Perform inference" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from bayes_tutorial.solutions.inference import model_inference_answer\n", + "\n", + "# This is the correct answer\n", + "trace = model_inference_answer(car_crash_model)\n", + "\n", + "# Comment out the line above and write your answer below\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Step 3: Inspect model trace and posteriors" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from bayes_tutorial.solutions.inference import model_trace_answer\n", + "\n", + "model_trace_answer(trace)\n", + "\n", + "# Your answer below\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from bayes_tutorial.solutions.inference import model_posterior_answer\n", + "\n", + "model_posterior_answer(trace)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Having seen the data, what do we believe about the rate of car crashes per week?" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from bayes_tutorial.solutions.inference import car_crash_interpretation\n", + "\n", + "print(car_crash_interpretation())" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Exercise: Estimate finch beaks mean and variance" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Step 1: Build the probabilistic model for finch beaks in PyMC3" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from bayes_tutorial.solutions.inference import finch_beak_data\n", + "\n", + "data = finch_beak_data()\n", + "data" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Step 2: Perform inference" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from bayes_tutorial.solutions.inference import finch_beak_model_generator\n", + "\n", + "# This is one of an infinite set of \"correct\" answers:\n", + "finch_beak_model = finch_beak_model_generator()\n", + "\n", + "# Your answer below:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# This is the \"correct\" answer:\n", + "trace = model_inference_answer(finch_beak_model)\n", + "\n", + "# Your answer below:\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Step 3: Inspect model trace and posteriors" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# This is the \"correct\" answer:\n", + "model_trace_answer(trace)\n", + "\n", + "# Your answer below:\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# This is the \"correct\" answer:\n", + "model_posterior_answer(trace)\n", + "\n", + "# Your answer below:\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "What do we believe about the:\n", + "\n", + "- Expected beak length of a finch, and\n", + "- Intrinsic variance in beak lengths across all finches\n", + "\n", + "having seen the data?" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from bayes_tutorial.solutions.inference import finch_beak_interpretation\n", + "\n", + "print(finch_beak_interpretation())" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Conclusion\n", + "\n", + "This notebook only gave you an introduction to the basics.\n", + "In particular, you learned:\n", + "\n", + "- How to build a probabilistic model with PyMC3.\n", + "- How to use ArviZ' basic tooling to visualize posterior distributions\n", + "- Basic wording for reporting on posterior distributions.\n", + "\n", + "Believe it or not, things get more complex, and hence more exciting, beyond here!\n", + "\n", + "Estimation is an extremely core activity in statistics,\n", + "and when done in a Bayesian form,\n", + "we automatically obtain uncertainties that we can _report_.\n", + "(How we use them is a different story, but stick with us to learn more!)\n", + "\n", + "We're now going to continue on to the next chapter,\n", + "which is on extending the estimation model to support \"multiple groups\"!" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from bayes_tutorial.solutions import inference\n", + "\n", + "inference??" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "bayesian-modelling-tutorial", + "language": "python", + "name": "bayesian-modelling-tutorial" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.6" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/docs/basics/probabilistic_stories.ipynb b/docs/basics/probabilistic_stories.ipynb new file mode 100644 index 0000000..22af31d --- /dev/null +++ b/docs/basics/probabilistic_stories.ipynb @@ -0,0 +1,916 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2\n", + "%matplotlib inline\n", + "%config InlineBackend.figure_format = 'retina'" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Learning Objectives\n", + "\n", + "In this notebook, we're going to get some practice writing data generating processes,\n", + "and calculating joint likelihoods between our data and model,\n", + "using the SciPy statistics library." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Simulating coin flips (again!)\n", + "\n", + "In this notebook, we are going to have some fun telling _probabilistic stories_.\n", + "\n", + "We're going to stick with coin flip simulations, because it's a very good \"simplest complex model\".\n", + "\n", + "Previously, we constructed coin flips where we knew the parameter $p$ (probability of heads) precisely.\n", + "This time, though, we're going to construct a model of coin flips\n", + "that no longer involves a fixed/known $p$,\n", + "but instead involves a $p$ that is not precisely known." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Protocol\n", + "\n", + "If we have a $p$ that is not precisely known, we can set it up by instantiating a probability distribution for it, rather than a fixed value.\n", + "\n", + "How do we decide what distribution to use?\n", + "Primarily, the criteria that should guide us is the _support_ of the distribution,\n", + "that is, the range of values for which the probability distribution is valid.\n", + "\n", + "$p$ must be a value that is bounded between 0 and 1.\n", + "As such, the choice of probability distribution for $p$ is most intuitively the Beta distribution,\n", + "which provides a probability distribution over the interval $[0, 1]$.\n", + "\n", + "Taking that value drawn from the Beta, we can pass it into the Bernoulli distribution,\n", + "and then draw an outcome (either 1 or 0).\n", + "In doing so, we now have the makings of a __generative model__ for our coin flip data!" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Generating in code\n", + "\n", + "Let's see the algorithmic protocol above implemented in code!" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from scipy import stats as sts\n", + "import numpy as np\n", + "\n", + "def coin_flip_generator() -> np.ndarray:\n", + " \"\"\"\n", + " Coin flip generator for a `p` that is not precisely known.\n", + " \"\"\"\n", + " p = sts.beta(a=10, b=10).rvs(1)\n", + " result = sts.bernoulli(p=p).rvs(1)\n", + " return result\n", + "\n", + "coin_flip_generator()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Graph form\n", + "\n", + "If we visualize this model in graphical form,\n", + "it would look something like this:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from bayes_tutorial.solutions.simulation import coin_flip_pgm\n", + "\n", + "coin_flip_pgm()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In this graph, each node is a random variable. For example, `result` is the random variable that models outcomes. It accepts a parameter `p`, which itself is a random variable that does not depend on anything. At the same time, `p` depends on two parameters, $\\alpha$ and $\\beta$, which are fixed.\n", + "\n", + "The graphical form expresses _conditional dependence_ between random variables, that is to say, `result`'s draws depend on the value of `p` drawn. In math symbols, we would write this joint distribution between `p` and `result` as:\n", + "\n", + "$$P(p, result) = P(result | p)P(p)$$\n", + "\n", + "The `|` tells us that `results` is conditioned on, or depends on, the value of the random variable `p`.\n", + "\n", + "The graphical form is a definitely a simplified view, in that we don't show the exact probability distributions by which each random variable is distributed. That is what can make reading the diagrams a bit confusing at first, though with practice, things get much easier over time." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Prior Information\n", + "\n", + "The astute eyes amongst you will notice \n", + "that the Beta distribution has parameters of its own,\n", + "so how do we instantiate that?\n", + "Well, one thing we can do is bring in some _prior information_ to the problem.\n", + "\n", + "Is our mental model of this coin that it behaves like billions of other coins in circulation,\n", + "in that it will generate outcomes with basically equal probability?\n", + "Turns out, the Beta distribution can assign credibility in this highly opinionated fashion!\n", + "And by doing so, we are injecting _prior information_\n", + "by instantiating a Beta _prior distribution_." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from ipywidgets import FloatSlider, interact, Checkbox\n", + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", + "\n", + "\n", + "alpha = FloatSlider(value=2, min=1.0, max=100, step=1, description=r'$\\alpha$')\n", + "beta = FloatSlider(value=2, min=1.0, max=100, step=1, description=r'$\\beta$')\n", + "equal = Checkbox(value=False, description=r\"set $\\beta$ to be equal to $\\alpha$\")\n", + "\n", + "@interact(alpha=alpha, beta=beta, equal=equal)\n", + "def visualize_beta_distribution(alpha, beta, equal):\n", + " if equal:\n", + " beta = alpha\n", + " dist = sts.beta(a=alpha, b=beta)\n", + " xs = np.linspace(0, 1, 100)\n", + " ys = dist.pdf(xs)\n", + " plt.xlabel(\"Support\")\n", + " plt.ylabel(\"Likelihood\")\n", + " plt.plot(xs, ys)\n", + " plt.title(fr\"$\\alpha$={alpha}, $\\beta$={beta}\")\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "As you play around with the slider, notice how when you increase the $\\alpha$ and $\\beta$ sliders,\n", + "the width of the probability distribution decreases,\n", + "while the height of the maximum value increases,\n", + "thus reflecting greater _certianty_ in what values for $p$ get drawn.\n", + "Using this _prior distribution_ on $p$, we can express what we think is reasonable\n", + "given _prior knowledge_ of our system." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Justifying priors\n", + "\n", + "Some of you, at this point, might be wondering - is there an algorithmic protocol for justifying our priors too?\n", + "Can we somehow \"just pass our priors into a machine and have it tell us if we're right or wrong\"?\n", + "\n", + "It's a great wish, but remains just that: wishful thinking.\n", + "Just like the \"Aye Eye Drug\", one for which a disease is plugged in,\n", + "and the target and molecule are spat out.\n", + "(I also find it to not be an inspiring goal,\n", + "as the fun of discovery is removed.)\n", + "\n", + "Rather, as with all modelling exercises,\n", + "I advocate for human debate about the model.\n", + "After all, humans are the ones taking action based on, and being affected by, the modelling exercise.\n", + "There are a few questions we can ask to help us decide:\n", + "\n", + "- Are the prior assumptions something a _reasonable_ person would make?\n", + "- Is there evidence that lie outside of our problem that can help us justify these priors?\n", + "- Is there a _practical_ difference between two different priors?\n", + "- In the limit of infinite data, do various priors converge? (We will see later how this convergence can happen.)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Exercises\n", + "\n", + "It's time for some exercises to practice what we've learnt!" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Exercise: Control prior distribution\n", + "\n", + "In this first exercise, I would like you to modify the `coin_flip_generator` function\n", + "such that it allows a user to control what the prior distribution on $p$ should look like\n", + "before returning outcomes drawn from the Bernoulli.\n", + "\n", + "Be sure to check that the values of `alpha` and `beta` are valid values, i.e. floats greater than zero." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from bayes_tutorial.solutions.simulation import coin_flip_generator_v2\n", + "\n", + "# Your answer below:\n", + "# def coin_flip_generator_v2(alpha: float, beta: float) -> np.ndarray:\n", + "# pass\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Exercise: Simulate data\n", + "\n", + "Now, simulate data generated from your new coin flip generator." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from typing import List\n", + "\n", + "from bayes_tutorial.solutions.simulation import generate_many_coin_flips\n", + "\n", + "# Your answer below:\n", + "# def generate_many_coin_flips(n_draws: int, alpha: float, beta: float) -> List[int]:\n", + "# pass\n", + "\n", + "generate_many_coin_flips(50, alpha=5, beta=1)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "With that written, we now have a \"data generating\" function!" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Joint likelihood\n", + "\n", + "Remember back in the first notebook how we wrote about evaluating the joint likelihood of multiple coin flip data\n", + "against an assumed Bernoulli model?\n", + "\n", + "We wrote a function that looked something like the following:\n", + "\n", + "```python\n", + "from scipy import stats as sts\n", + "from typing import List\n", + "\n", + "def likelihood(data: List[int]):\n", + " c = sts.bernoulli(p=0.5)\n", + " return np.product(c.pmf(data))\n", + "```\n", + "\n", + "Now, if $p$ is something that is not precisely known,\n", + "then any \"guesses\" of $p$ will have to be subject to the Likelihood principle too,\n", + "which means that we need to jointly evaluate the likelihood of $p$ and our data.\n", + "\n", + "Let's see that in code:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "def coin_flip_joint_likelihood(data: List[int], p: float) -> float:\n", + " p_like = sts.beta(a=10, b=10).pdf(p) # evaluate guesses of `p` against the prior distribution\n", + " data_like = sts.bernoulli(p=p).pmf(data)\n", + " \n", + " return np.product(data_like) * np.product(p_like)\n", + "\n", + "coin_flip_joint_likelihood([1, 1, 0, 1], 0.3)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Joint _log_-likelihood\n", + "\n", + "Because we are dealing with decimal numbers,\n", + "when multiplying them together,\n", + "we might end up with underflow issues.\n", + "As such, we often take the log of the likelihood.\n", + "\n", + "### Exercise: Implementing joint _log_-likelihood\n", + "\n", + "Doing this means we can use summations on our likelihood calculations,\n", + "rather than products.\n", + "\n", + "Because of the rules of logarithms, what originally was:\n", + "\n", + "$$P(D|p)P(p)$$\n", + "\n", + "becomes:\n", + "\n", + "$$\\log(P(D|p)) + \\log(P(p))$$\n", + "\n", + "Also, if you think about the joint distribution of data,\n", + "$P(D)$ is actually $P(D_1, D_2, ..., D_n)$ for $n$ data points,\n", + "but because each is independent from one another, the joint distribution of $P(D)$ factorizes out to $P(D_1)P(D_2)...P(D_n)$. Taking the log then allows us to sum up the log of PMFs!" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from bayes_tutorial.solutions.simulation import coin_flip_joint_loglike\n", + "\n", + "# Your answer below:\n", + "# def coin_flip_joint_loglike(data: List[int], p: float) -> float:\n", + "# pass\n", + "\n", + "coin_flip_joint_loglike([1, 1, 0, 1], 0.3)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Exercise: Confirm equality\n", + "\n", + "Now confirm that the joint log-likelihood is of the same value as the log of the joint likelihood,\n", + "subject to machine precision error." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "np.log(coin_flip_joint_likelihood([1, 1, 0, 1], 0.3))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Key Idea: Statistical Stories\n", + "\n", + "Before we can go into probabilistic programming,\n", + "one has to know the skill of \"telling statistical stories\".\n", + "\n", + "In telling statistical stories, we are using probability distributions\n", + "to represent the pieces of our problem that are difficult to precisely know.\n", + "It is because they are difficult to precisely know\n", + "that we use random variables, distributed by some probability distribution,\n", + "as the modelling tool of choice." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Stories of probability distributions\n", + "\n", + "One skill that is necessary in knowing how to choose\n", + "what probability distribution to associate with a random variable\n", + "is to learn their \"distribution stories\".\n", + "\n", + "Here's an example, taken from [Justin Bois' excellent resource][jsbois],\n", + "for the Bernoulli distribution:\n", + "\n", + "> A Bernoulli trial is an experiment that has two outcomes that can be encoded as success ($y=1$) or failure ($y=0$). The result $y$ of a Bernoulli trial is Bernoulli distributed.\n", + "\n", + "[jsbois]: http://bois.caltech.edu/dist_stories/t3b_probability_stories.html" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Workflow\n", + "\n", + "A generally usable workflow for telling statistical stories\n", + "is to work backwards from the data.\n", + "Using our evergreen coin flip example, if we start with coin flip-like data,\n", + "and have a hunch that our data are never going to be anything other than 0s and 1s,\n", + "then we might use a Bernoulli to model the data.\n", + "And then as we saw above, if we realize that we can't be precisely sure\n", + "of the value $p$, then we model it using a Beta distribution.\n", + "In many cases, knowing the distribution of $p$ is useful.\n", + "\n", + "One might ask, then, how about the parameters of the Beta distribution?\n", + "Do we have to give _them_ distributions too?\n", + "\n", + "The answer is \"usually not\", as we consider them \"nuisance\" parameters:\n", + "parameters that we need to have, but can't take action on even if we know something about them." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Exercises\n", + "\n", + "To help you get familiar with this skill,\n", + "I've designed a number of exercises below that will help you get some practice.\n", + "Be sure to reference the [distribution stories][jsbois]\n", + "for any probability distributions mentioned in here.\n", + "\n", + "[jsbois]: http://bois.caltech.edu/dist_stories/t3b_probability_stories.html\n", + "\n", + "As you embark on the exercises, always remember:\n", + "\n", + "![](https://memegenerator.net/img/instances/84732105/if-youre-uncertain-about-it-put-a-distribution-on-it.jpg)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Exercise: Simulate the number of car crashes per week at Brigham circle\n", + "\n", + "Brigham circle is a place in Boston near the Longwood Medical Area, and is notorious for car crashes. (I made the car crashes piece up.)\n", + "\n", + "Write down a statistical simulation that generates counts of car crashes per week at Brigham circle.\n", + "\n", + "Some hints that may help:\n", + "\n", + "- Count data are normally distributed by [Poisson][poisson] or [Negative Binomial][negbinom] distributions.\n", + "- If you use the Poisson distribution, then its key parameter, the \"rate\" parameter, is a positive real number (positive floats). The [exponential distribution][expon] is a good choice.\n", + "- If you use the negative binomial distribution, remember that it takes in one integer and one float parameter.\n", + "- The official answer uses the Poisson distribution, and follows the following graphical form.\n", + "\n", + "[expon]: https://docs.scipy.org/doc/scipy/reference/generated/scipy.stats.expon.html\n", + "[poisson]: https://docs.scipy.org/doc/scipy/reference/generated/scipy.stats.poisson.html#scipy.stats.poisson\n", + "[negbinom]: https://docs.scipy.org/doc/scipy/reference/generated/scipy.stats.nbinom.html#scipy.stats.nbinom" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from bayes_tutorial.solutions.simulation import car_crash_pgm\n", + "\n", + "car_crash_pgm()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "def car_crash_generator():\n", + " \"\"\"Generate a \"per week\" car crash data point\"\"\"\n", + " rate = sts.expon(0.5).rvs()\n", + " crashes = sts.poisson(mu=rate).rvs()\n", + " return crashes" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now, simulate 10 draws from the generator." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "[car_crash_generator() for _ in range(10)]" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Exercise: Joint log-likelihood function for observed car crashes\n", + "\n", + "Now, write down the joint likelihood function for observed car crashes and its key parameters." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from bayes_tutorial.solutions.simulation import car_crash_loglike\n", + "\n", + "# Uncomment the block below and fill in your answer.\n", + "# def car_crash_loglike(rate: float, crashes: List[int]) -> float:\n", + "# \"\"\"Evaluate likelihood of per-week car crash data points.\"\"\"\n", + "# \n", + "# your answer goes here\n", + "# \n", + "# return rate_like + crashes_like" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Exercise: Evaluate joint log-likelihood of data and parameter guesses\n", + "\n", + "Now that you have a log likelihood function that was constructed from your priors,\n", + "evaluate guesses of car crash rates against the following data.\n", + "\n", + "To best visualize this, make a plot of log likelihood on the y-axis against rate on the x-axis." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from bayes_tutorial.solutions.simulation import car_crash_data, car_crash_loglike_plot\n", + "import matplotlib.pyplot as plt\n", + "\n", + "data = car_crash_data()\n", + "\n", + "# Comment out the next line before filling in your answer\n", + "car_crash_loglike_plot();\n", + "\n", + "# Your answer goes below:\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Bonus exercise\n", + "\n", + "As a bonus exercise, add a few more data points." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Exercise: Simulate the heights of men in North and South Korea\n", + "\n", + "It is well-known that there is a height difference between adult men in North and South Korea,\n", + "due to differences in nutrition (direct cause) resulting from government (mis-)management. \n", + "\n", + "Write two functions that simulates the data generating process for observed human male height in North and South Korea.\n", + "Assume that South Korean men are somewhere in the vicinity of 180 cm on average,\n", + "while North Korean mean are somwhere in the vicinity of 165 cm on average,\n", + "but that this is not precisely known.\n", + "\n", + "Some guides to help:\n", + "\n", + "- Name the two functions `s_korea_generator()` and `n_korea_generator()`.\n", + "- For height, a [Gaussian distribution][gaussian] is a _good enough_ model, even though strictly speaking it is positive-bound.\n", + "- We should operate in the centimeter scale, as this scale places us in the hundreds range, which makes things easier to reason about.\n", + "- Because the spread of heights might not be precisely known, we can model this uncertainty by placing an [exponential distribution][expon] over it, because scale parameters are positive-only distributed.\n", + "- Assume that the mean height and the variance of the height distribution cannot be precisely known, which means you have to place a probability distribution over those parameters too.\n", + "\n", + "[gaussian]: https://docs.scipy.org/doc/scipy/reference/generated/scipy.stats.norm.html#scipy.stats.norm\n", + "[expon]: https://docs.scipy.org/doc/scipy/reference/generated/scipy.stats.expon.html#scipy.stats.expon\n", + "\n", + "The graphical form would look like this:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from bayes_tutorial.solutions.simulation import korea_pgm\n", + "\n", + "korea_pgm()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from bayes_tutorial.solutions.simulation import s_korea_generator, n_korea_generator\n", + "\n", + "# Your answer goes here.\n", + "# def s_korea_generator():\n", + "# pass \n", + "\n", + "# def n_korea_generator():\n", + "# pass" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "s_korea_generator()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "n_korea_generator()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "You might notice that the two are of the same structure, so you can probably merge them into one function:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "def korea_height_generator(mean_loc: float, mean_scale: float, scale_scale: float) -> float:\n", + " mean = sts.norm(loc=mean_loc, scale=mean_scale).rvs()\n", + " scale = sts.expon(scale=scale_scale).rvs()\n", + " height = sts.norm(loc=mean, scale=scale).rvs()\n", + " return height\n", + "\n", + "n_korea_height = korea_height_generator(mean_loc=165, mean_scale=3, scale_scale=1)\n", + "s_korea_height = korea_height_generator(mean_loc=180, mean_scale=3, scale_scale=1)\n", + "n_korea_height, s_korea_height" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Exercise: Joint log-likelihood of heights\n", + "\n", + "Similar to the exercise above, calcualte the joint log-likelihood of heights with possible values of mean and scale evaluated against the prior distributions stated.\n", + "\n", + "To be a bit more precise, create one log-likelihood function for South Korean heights and one for North Korean heights, and then one for their combined joint likelihood." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from bayes_tutorial.solutions.simulation import s_korea_height_loglike, n_korea_height_loglike, joint_height_loglike\n", + "\n", + "# Your answer for South Korean log likelihoods here\n", + "# def s_korea_height_loglike(mean: float, scale: float, heights: List[int]) -> float:\n", + "# pass\n", + "\n", + "# Your answer for North Korean log likelihoods here\n", + "# def n_korea_height_loglike(mean: float, scale: float, heights: List[int]) -> float:\n", + "# pass\n", + "\n", + "# Your answer for the combined joint likelihood of South and North Korean heights\n", + "# def joint_height_loglike(s_mean: float, s_scale: float, n_mean: float, n_scale: float, s_heights: List[int], n_heights: List[int]) -> float:\n", + "# pass" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Exercise: Evaluate log-likelihood of true parameter guesses\n", + "\n", + "Now that you've got a log likelihood function written down,\n", + "evaluate some guesses as to what the best \"mean\" and \"scale\" values are,\n", + "given the data\n", + "and the priors that you specified in your log likelihood." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from bayes_tutorial.solutions.simulation import s_korea_height_data, n_korea_height_data\n", + "s_korea_heights = s_korea_height_data()\n", + "n_korea_heights = n_korea_height_data()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "s_mean = FloatSlider(min=150, max=190, value=155, step=1)\n", + "s_scale = FloatSlider(min=0.1, max=10, value=2, step=0.1)\n", + "n_mean = FloatSlider(min=150, max=190, value=155, step=1)\n", + "n_scale = FloatSlider(min=0.1, max=10, value=2, step=0.1)\n", + "\n", + "@interact(s_mean=s_mean, s_scale=s_scale, n_mean=n_mean, n_scale=n_scale)\n", + "def evaluate_joint_likelihood(s_mean: float, s_scale: float, n_mean: float, n_scale: float) -> float:\n", + " return joint_height_loglike(s_mean, s_scale, n_mean, n_scale, s_korea_heights, n_korea_heights)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Visualizing the full uncertainty\n", + "\n", + "Exciting stuff ahead! Notice how it's super troublesome to manually slide sliders all over the place.\n", + "Well, we're going to attempt to solve that by using Monte Carlo simulation!" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Firstly, draw numbers uniformly in the regime of 130-210 for heights, and 1-6 for scales.\n", + "def draw():\n", + " s_mean, n_mean = sts.uniform(130, 80).rvs(2) # bounds are 150-190, rtfd\n", + " s_scale, n_scale = sts.uniform(1, 5).rvs(2) # bounds are 2-8, rtfd\n", + " \n", + " return (s_mean, s_scale, n_mean, n_scale)\n", + "\n", + "# Then, set up 2000 draws\n", + "params = np.array([draw() for _ in range(2000)])" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Now, we evaluate the log-likelihood.\n", + "loglikes = []\n", + "for param_set in params:\n", + " loglikes.append(evaluate_joint_likelihood(*param_set))\n", + "loglikes = np.array(loglikes)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd\n", + "\n", + "param_df = pd.DataFrame(params)\n", + "loglike_df = pd.DataFrame(loglikes)\n", + "\n", + "plotting_df = pd.concat([param_df, loglike_df], axis=1)\n", + "plotting_df.columns = [\"s_mean\", \"s_scale\", \"n_mean\", \"n_scale\", \"loglike\"]\n", + "plotting_df.head()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "fig, axes = plt.subplots(nrows=2, ncols=3, figsize=(9, 6))\n", + "\n", + "s_mean = params[:, 0]\n", + "s_scale = params[:, 1]\n", + "n_mean = params[:, 2]\n", + "n_scale = params[:, 3]\n", + "\n", + "alpha=1\n", + "axes[0, 0].hexbin(s_mean, s_scale, C=loglikes, alpha=alpha)\n", + "axes[0, 0].set_xlabel(\"South Korea Mean\")\n", + "axes[0, 0].set_ylabel(\"South Korea Scale\")\n", + "\n", + "axes[0, 1].hexbin(s_mean, n_mean, C=loglikes, alpha=alpha)\n", + "axes[0, 1].set_xlabel(\"South Korea Mean\")\n", + "axes[0, 1].set_ylabel(\"North Korea Mean\")\n", + "\n", + "axes[0, 2].hexbin(s_mean, n_scale, C=loglikes, alpha=alpha)\n", + "axes[0, 2].set_xlabel(\"South Korea Mean\")\n", + "axes[0, 2].set_ylabel(\"North Korea Scale\")\n", + "\n", + "axes[1, 0].hexbin(s_scale, n_mean, C=loglikes, alpha=alpha)\n", + "axes[1, 0].set_xlabel(\"South Korea Scale\")\n", + "axes[1, 0].set_ylabel(\"North Korea Mean\")\n", + "\n", + "axes[1, 1].hexbin(s_scale, n_scale, C=loglikes, alpha=alpha)\n", + "axes[1, 1].set_xlabel(\"South Korea Scale\")\n", + "axes[1, 1].set_ylabel(\"North Korea Scale\")\n", + "\n", + "axes[1, 2].hexbin(n_mean, n_scale, C=loglikes, alpha=alpha)\n", + "axes[1, 2].set_xlabel(\"North Korea Mean\")\n", + "axes[1, 2].set_ylabel(\"North Korea Scale\")\n", + "\n", + "plt.tight_layout()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Exercise: What are _plausible_ values?\n", + "\n", + "Given the chart that you see above, \n", + "what are the plausible values of the mean and scale parameters?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Inference: Figuring out plausible values\n", + "\n", + "Now that you've seen how to use the `scipy.stats` module to write\n", + "data-generating stories and simulate data,\n", + "in the next notebook, we are going to use PyMC3\n", + "to help us with the inferential protocol,\n", + "i.e. inferring the most credible values of key model parameters, given the data.\n", + "Hop over to the next chapter to learn about the Inference Button (tm)!" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Solutions\n", + "\n", + "Here are the solutions to the chapter." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from bayes_tutorial.solutions import simulation\n", + "\n", + "simulation??" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "bayesian-modelling-tutorial", + "language": "python", + "name": "bayesian-modelling-tutorial" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.5" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/docs/basics/probability.ipynb b/docs/basics/probability.ipynb new file mode 100644 index 0000000..e45c2de --- /dev/null +++ b/docs/basics/probability.ipynb @@ -0,0 +1,1247 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2\n", + "%matplotlib inline\n", + "%config InlineBackend.figure_format = 'retina'" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from scipy import stats" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Learning Objectives\n", + "\n", + "In this notebook, you will:\n", + "\n", + "- Learn how to define foundational terminology for reasoning about probability, distributions, and likelihoods.\n", + "- Use probability distributions implemented in the `scipy.stats` library to understand those terms." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## So, what is... probability?\n", + "\n", + "As a learner of Bayesian statistics, \n", + "you, ahem, _probably_ (\\*cough cough\\*) have heard of the term \"probability\".\n", + "What exactly is this beast?\n", + "How do I learn it without getting lost in an entanglement of unclear terminology?\n", + "\n", + "Getting down to its core, using relatable and understandable words and pictures,\n", + "is what I want to do in this notebook." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Spaces\n", + "\n", + "Firstly, probability is concerned with _spaces of possible outcomes_,\n", + "and outcomes are drawn from these spaces of possibilities in a non-deterministic fashion.\n", + "In classical statistics, this \"space\" of possibilities is also called a **\"support\"**.\n", + "Remember that term, it's super important!\n", + "You might encounter it in the literature that you read.\n", + "\n", + "To illustrate what \"spaces\" are, here's a few examples." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Coin flips\n", + "\n", + "With the classic coin flip, the complete space of possibilities are the heads and tails.\n", + "Under the most common circumstances, landing on neither heads nor tails\n", + "is considered out of the space of possibilities.\n", + "\n", + "In math notation, we might say the space of possibilities for the coin flip, $S_{\\text{coin}}$ is:\n", + "\n", + "$$S_{\\text{coin}} = \\{\\text{H}, \\text{T}\\}$$\n", + "\n", + "And visually:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from daft import PGM\n", + "\n", + "G = PGM(grid_unit=1)\n", + "G.add_node(\"H\", \"H\", x=0, y=0)\n", + "G.add_node(\"Y\", \"Y\", x=2, y=0)\n", + "plate = [-1.5, -1.5, 5, 3]\n", + "G.add_plate(plate, label=\"space of possibilities\")\n", + "G.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Rolling dice\n", + "\n", + "With dice rolling, the complete space of possibilities that we are interested in\n", + "are each of the sides' values.\n", + "On a six-sided dice, the space of possibilities are the sides 1-6 inclusive.\n", + "The side with the number 7... doesn't exist.\n", + "And as such, it's outside of the space of possibilities\n", + "\n", + "In math notation, the space of possibilities $S_{\\text{coin}}$ could be denoted as a set:\n", + "\n", + "$$S_{\\text{dice}} = \\{1, 2, 3, 4, 5, 6\\}$$\n", + "\n", + "And visually:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "G = PGM(grid_unit=1)\n", + "for i in range(6):\n", + " G.add_node(i+1, i+1, x=(i % 3) * 2, y = (i // 3) * 2)\n", + "plate = [-1.5, -1.5, 7, 5]\n", + "G.add_plate(plate, label=\"space of possibilities\")\n", + "G.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Counts of stuff\n", + "\n", + "When we record counts of objects,\n", + "the space of possible values that those counts could take in\n", + "is the set of all positive integers,\n", + "including the number 0.\n", + "For example, when counting the number of car crashes at an intersection,\n", + "we should expect the positive integers, as well as 0, to be present.\n", + "We would not expect to see -1 or 3.4 in the set of observed values.\n", + "\n", + "In math notation, we might say the set of possible values for counts of stuff, $S_{\\text{counts}}$ is:\n", + "\n", + "$$S_{\\text{counts}} = \\{0, 1, 2, \\ldots, +\\infty \\}$$\n", + "\n", + "It's a little hard to draw this space visually, but I think you might get the point." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Heights of adult people\n", + "\n", + "When measured in meters,\n", + "the space of possibilities is the set of all positive real numbers.\n", + "Thus, we would expect to see 1.6, 1.49, and 1.88 as valid heights (in meters),\n", + "but we would not expect to see -1.3 meters as a valid height.\n", + "Strictly speaking, we might bound the space of possibilities even further,\n", + "such as bounding the values to known world records\n", + "of the shortest and tallest human beings ever seen,\n", + "though oftentimes for convenience, we might elect not to.\n", + "(Though biologically highly implausible and improbable,\n", + "a 0.1m tall adult human is _technically_ within the space of all positive real numbers.)\n", + "\n", + "In math notation, we might say that the set of possible values for human heights, $S_{\\text{height}}$, is:\n", + "\n", + "$$S_{\\text{height}} = \\mathbb{R}^+$$" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Credibility Points\n", + "\n", + "Having dealt with probability's first concept, \"spaces of outcomes\",\n", + "we now have to turn our attention to what I commonly refer to as \"credibility points\".\n", + "Probability is concerned with credibility points assigned to each of the possible outcomes.\n", + "\n", + "The easiest way to think about these credibility points is to think of it in terms of an \"area\".\n", + "To help you visualize, imagine that you have a square of area 1.\n", + "What you want to do is break the square of area 1 into N smaller pieces,\n", + "each corresponding to one of the possible outcomes in the space of possible outcomes,\n", + "each of which having an area proportional to the credibility points we are going to assign\n", + "to each of those possible outcomes.\n", + "Thus, with a probability distribution, a core thing we must know \n", + "is the assignments of stick lengths to any individual value.\n", + "\n", + "Remember, the _only_ requirements to how area is assigned to each of the outcomes:\n", + "\n", + "- It must be positive and real-valued.\n", + "- The total area assigned to all possible outcomes must sum to 1.\n", + "\n", + "Let's look at a few examples!" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Discrete \"Credibility Points\"\n", + "\n", + "For a coin flip, if you have a fair coin,\n", + "you might assign 0.5 of the stick to one outcome, and 0.5 of the stick to the other.\n", + "Or if you have a biased coin, you would assign $p$ to one outcome and $1-p$ to the other.\n", + "\n", + "Visually:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import matplotlib.pyplot as plt\n", + "from matplotlib import patches\n", + "from itertools import cycle\n", + "\n", + "fig, axes = plt.subplots(nrows=1, ncols=2, figsize=(8, 4))\n", + "axes[0].set_xlim(0, 1)\n", + "axes[0].set_ylim(0, 1)\n", + "\n", + "colors = cycle([\"red\", \"blue\"])\n", + "\n", + "def plot_outcomes(proportions, colors, ax):\n", + " total = 0\n", + " for n, h in proportions.items(): # n = name, h = height\n", + " rect = patches.Rectangle((0, total), 1, h, linewidth=1, color=next(colors))\n", + " ax.add_patch(rect)\n", + " total += h\n", + "\n", + "plot_outcomes({\"H\": 0.5, \"T\": 0.5}, colors, axes[0])\n", + "axes[0].set_title(\"Fair dice\")\n", + "plot_outcomes({\"H\": 0.3, \"T\": 0.7}, colors, axes[1])\n", + "axes[1].set_title(\"Biased dice\")\n", + "\n", + "def set_ticks(ax):\n", + " ax.set_xticks([])\n", + " ax.set_yticks([0, 1])\n", + " \n", + "set_ticks(axes[0])\n", + "set_ticks(axes[1])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "If you have a six-sided dice,\n", + "you might assign $\\frac{1}{6}$ of the area to each of the outcomes,\n", + "if the dice were fair.\n", + "\n", + "Visually:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "colors = [\"red\", \"black\", \"yellow\", \"blue\", \"white\", \"purple\"]\n", + "fig, ax = plt.subplots()\n", + "plot_outcomes({i: 1/6 for i in range(6)}, colors=cycle(colors), ax=ax)\n", + "ax.set_aspect(\"equal\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In each of these examples described above,\n", + "the assignment of stick length is _uniform_ across all possible outcomes.\n", + "\n", + "Now, there is usually a math function that assigns area to each outcome.\n", + "It's a bit like assigning a lump of mass to each outcome.\n", + "The function that we get to define,\n", + "or that others may have defined for us,\n", + "is called the **probability mass function**.\n", + "You may have seen it for the coin flip and dice below:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "fig, axes = plt.subplots(nrows=1, ncols=2, figsize=(8, 4), sharey=True)\n", + "axes[0].bar(x=[\"H\", \"T\"], height=[0.5, 0.5])\n", + "axes[0].set_title(\"Fair Coin Flip PMF\")\n", + "axes[1].bar(x=range(6), height=[1/6] * 6)\n", + "axes[1].set_title(\"Fair Dice Roll PMF\")\n", + "axes[0].set_ylim(0, 1)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Heights and Areas\n", + "\n", + "At this point, I want to highlight two important points.\n", + "\n", + "Firstly, we had the chance to decide what the function is that best expresses our belief\n", + "over the credibility of each of the outcomes.\n", + "We used what we might effectively call a \"uniform discrete distribution\"\n", + "over each of the discrete outcomes.\n", + "\n", + "Secondly, it is the _areas_ that express for us\n", + "the credibility assigned to any of the outcomes.\n", + "When we unstack the areas\n", + "and place each of the outcomes on the x-axis with width 1,\n", + "their heights _just happen_ to equal to their area.\n", + "This is what happens when we plot the bar chart." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Continuous \"Credibility Points\"\n", + "\n", + "Now, let's consider the interval $[0, 1]$.\n", + "How many _real_ numbers lie in that interval? \n", + "\n", + "The answer? \n", + "\n", + "> _It's actually infinite..._\n", + "\n", + "As such, unlike the discrete case, if we try to assign any real area to a single number,\n", + "within the constrained bound of $[0, 1]$, we would end up with infinite area!\n", + "\n", + "So, instead of assigning area to individual values,\n", + "we assign area to a range of values,\n", + "with increasing or decreasing _density_ of area per unit interval,\n", + "taken _in the limit as the interval width approaches 0_.\n", + "That curve we draw, which tells us the density of area over an infinitesimal interval,\n", + "is called the **probability density function** (PDF).\n", + "\n", + "The corollary of this definition is that there is 0 area, \n", + "and hence 0 probability, associated with any value;\n", + "probability can only be associated with a _range_ of values.\n", + "That is because there is 0 area associated with any value under the PDF.\n", + "Additionally, by definition the total area under the credibility assignment function\n", + "must total to 1.0,\n", + "otherwise we do not have a proper probability function,\n", + "over the range of possible outcome values.\n", + "That said, even though there is no _area_ associated with a single value,\n", + "there is still _height_ associated with it.\n", + "This point is important; we will use this fact when discussing _likelihoods_." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Exercise: Biased coin flip outcome distribution\n", + "\n", + "We have enough ideas covered for our first programming exercise!\n", + "This first exercise will get you comfortable with the fact that probability distributions\n", + "are nothing more than math functions that assign credibility points to a space of possible values.\n", + "Are you ready? Here's the exercise:\n", + "\n", + "1. Define a Python function called `coin_distribution()` that assigns area to outcomes of a biased coin as a dictionary mapping.\n", + " 1. You may define the credibility points any way you want. The coin can be fair or unfair.\n", + " 1. In the dictionary mapping, the keys should be possible outcomes, and the values should be the credibility points assigned.\n", + "2. Write a software test that guarantees that the total area assigned equals to 1.\n", + "\n", + "An example to get you kickstarted is as follows:\n", + "\n", + "```python\n", + "def some_distribution():\n", + " mapping = {\n", + " \"outcome_1\": 1/3,\n", + " \"outcome_2\": 1/3,\n", + " \"outcome_3\": 1/3,\n", + " }\n", + " return mapping\n", + "```" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from bayes_tutorial.solutions.probability import coin_distribution, test_coin_distribution\n", + "import numpy as np\n", + "\n", + "# Your answer below:\n", + "# def coin_distribution():\n", + "# pass\n", + "\n", + "# def test_coin_distribution():\n", + "# pass\n", + "\n", + "test_coin_distribution()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Exercise: Dice outcome distribution\n", + "\n", + "Let's do one more exercise, simply to reinforce the ideas.\n", + "Instead of a coin, let's do a six-sided dice.\n", + "\n", + "1. Define a Python function called `dice_distribution()` that assigns credibility area to outcomes of a dice roll.\n", + " 1. You may define the credibility area any way you want: it can be a fair dice or an unfair dice.\n", + " 1. In the dictionary mapping, the keys should be possible outcomes, and the values should be the credibility points assigned.\n", + "1. Write a software test that guarantees that the total area assigned equals to 1." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from bayes_tutorial.solutions.probability import dice_distribution, test_dice_distribution\n", + " \n", + "# Your answer below:\n", + "# def dice_distribution():\n", + "# pass\n", + "\n", + "# def test_dice_distribution():\n", + "# pass\n", + "\n", + "\n", + "test_dice_distribution()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "If this implementation of the coin distribution _feels_ a tad dissatisfying, you're not off the mark!\n", + "Thus far, for the coin distribution, we've only defined the mapping from outcomes to credibility fraction.\n", + "We have not, however, defined other things that we might be used to with probability distributions, though,\n", + "such as drawing numbers from it.\n", + "That's the topic of the next section!" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Probability distributions have stories\n", + "\n", + "You've thus now defined two discrete probability distributions: the coin flip, and the dice roll.\n", + "The key thing we implemented here was nothing more than\n", + "**the assignment of probability density/mass (_credibility points_)\n", + "across the potential outcomes (_support_).**\n", + "\n", + "Each of these probability distributions tell a \"data generating story\".\n", + "There are other probability distributions, and they each have their own data generating story.\n", + "It pays to know these stories, as they come handy when describing different data generating processes.\n", + "\n", + "Justin Bois, an instructor in the Bioengineering department at Caltech,\n", + "has compiled [an incredibly useful resource][dist_stories] for learning about the data generation stories\n", + "for most probability distributions.\n", + "You should bookmark it!\n", + "\n", + "[dist_stories]: http://bois.caltech.edu/dist_stories/t3b_probability_stories.html\n", + "\n", + "### The shortcut to using distributions...\n", + "\n", + "...is to know its support.\n", + "More often than not, your data restricts the distributions that are valid to describe it.\n", + "For example, if you have positive-only data, you shouldn't use a distribution that has infinite support.\n", + "Or if you have continuous data, you can't use discrete distributions.\n", + "\n", + "Keep that pro tip in mind!\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Events and its relation to outcomes\n", + "\n", + "Let's talk about \"Events\", then.\n", + "Events happen, and when they do, we get data.\n", + "Well, at least, that's the colloquial way of expressing how our data are generated.\n", + "\n", + "More formally, when an event takes place, we draw an outcome from our probability distribution\n", + "in a fashion proportional to the credibility points assigned to that outcome.\n", + "In the statistics and probability worlds, this is how we might choose to model our **data generation process**.\n", + "\n", + "In the Python world, we have the SciPy statistics library that gives us a collection of distributions\n", + "that we can use in our modelling problems, to illustrate this idea.\n", + "We will see the library's use throughout this tutorial.\n", + "For now, let's take a look at the use of the Bernoulli distribution in modelling coin flips." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Bernoulli: Modelling coin flips\n", + "\n", + "To model coin flips, the probability model that one might choose\n", + "is the Bernoulli distribution.\n", + "This is because its support is binary (`0` and `1`),\n", + "and it allows us arbitrarily assign probability between them.\n", + "\n", + "First off, we instantiate a Bernoulli distribution object." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from scipy.stats import bernoulli\n", + "\n", + "b = bernoulli(p=0.8)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "This gives us a biased coin flip probability distribution.\n", + "\n", + "Now, we can draw values from the Bernoulli, using the `.rvs(n)` method. \n", + "The etymology of `.rvs` is \"random variates\".\n", + "We will touch on \"random variables\" (which is related) later.\n", + "\n", + "Meanwhile, we can draw 10 values:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "b.rvs(10)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Go ahead and run the cell above a second time.\n", + "You should see a different configuration of 10 outcomes." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Exercise: Binomials\n", + "\n", + "While Bernoulli distributions provide a data generating model for 1 coin flip,\n", + "Binomial distributions provide a data generating model for 1 or more coin flips.\n", + "As such, Binomial distributions are the generalization of Bernoulli distributions.\n", + "\n", + "To reinforce this idea, try this next exercise:\n", + "\n", + "1. Create a Binomial distribution that generates Bernoulli outcomes. Some hints:\n", + " 1. The binomial distribution is named `binom` in `scipy.stats`. We've imported it for you. \n", + " 1. Be sure to reference [the docs][binom]!\n", + " 1. You will have to set both the `n` and `p` parameters!)\n", + "1. Then draw 10 outcomes from the Binomial distribution.\n", + "\n", + "[binom]: https://docs.scipy.org/doc/scipy/reference/generated/scipy.stats.binom.html" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from scipy.stats import binom\n", + "from bayes_tutorial.solutions.probability import binomial_answer\n", + "\n", + "# The correct answer is generated from this function.\n", + "draws = binomial_answer()\n", + "\n", + "# Your answer goes here\n", + "\n", + "# The test of your answer's correctness is below:\n", + "assert set(draws).issubset([1, 0])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Exercise: Modelling dice rolls\n", + "\n", + "The multinomial distribution gives us a natural extension to the Bernoulli.\n", + "Try using it to model dice rolls.\n", + "\n", + "Some hints:\n", + "\n", + "1. The multinomial distribution is named `multinomial` in `scipy.stats`\n", + "1. It too also accepts two arguments, `n` and `p`.\n", + " 1. `n` is the number of draws to make.\n", + " 1. `p` is a list/vector of probabilities of each outcome, and must sum to 1!\n", + "1. Take out 10 draws from the multinomial distribution." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from scipy.stats import multinomial\n", + "from bayes_tutorial.solutions.probability import multinomial_answer\n", + "\n", + "# The correct answer is generated from this function.\n", + "draws = multinomial_answer()\n", + "\n", + "# Your answer below\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "You'll notice, to represent six discrete outcomes,\n", + "we choose to use a \"one-hot\" vector as the representation of the outcomes.\n", + "This can be converted back to our favourite representation:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "def vect2dice(v: np.ndarray) -> int:\n", + " return np.where(v == 1)[1] + 1\n", + "\n", + "vect2dice(draws)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now, our understanding of of probability distributions should feel a little more complete.\n", + "In this section, we saw **the ability to draw _outcomes_ \n", + "in proportion to the probability density/mass assigned to the outcome**." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Likelihoods\n", + "\n", + "We're now going to look at this idea of likelihoods.\n", + "Likelihood is related to probability,\n", + "but here, I have chosen to think of it as a separate idea.\n", + "\n", + "Probability is the tendency of certain outcome values\n", + "to be drawn from a distribution.\n", + "By contrast, likelihood is calculated\n", + "when we evaluate data against a probability distribution.\n", + "\n", + "There is one very important thing for you to keep in mind\n", + "as you continue reading on:\n", + "In the vast majority of cases,\n", + "the math function that defines the tendency of data to be drawn from the distribution,\n", + "i.e. the _probability mass function_ or the _probability density function_,\n", + "is **exactly the same math function** used to evaluate the likelihood of data." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Likelihood of a coin flip\n", + "\n", + "Let's start simple, and look at the ideas in the context of coin flips.\n", + "\n", + "When we flip a fair coin once, giving us an event $C$, and we get a heads (denote this with `H`), what is the _likelihood_ (height) of this event happening?\n", + "From our common knowledge, we might choose to start by setting up a probabilistic model\n", + "where the probability of heads $P(C=H)$, is given by the PMF of a Bernoulli(0.5).\n", + "Now, we need to evaluate data _against_ this probabilistic model, \n", + "so we use the PMF height to give us the \"likelihood\" of observing the data, under the assumed model,\n", + "because the height of the PMF gives us a measuring rod of sorts to tell us how \"likely\" our data are.\n", + "Let's denote this \"likelihood\" as $\\mathcal{L}(\\text{H})$:\n", + "\n", + "$$\\mathcal{L}(heads)=P(C=H)$$\n", + "\n", + "...or in words, the likelihood of getting a heads is evaluated by using the (height of the) probability of the coin flip being heads." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Exercise\n", + "\n", + "We are going to calculate the likelihood of coin flip data under the assumption of a fair coin flip, using the `scipy.stats` library.\n", + "\n", + "(Do pay attention to the language: with likelihoods, we are always evaluating data against an assumed distribution.)\n", + "\n", + "Every `scipy.stats` probability distribution has an associated `.pmf(x)` (discrete distributions) or `.pdf(x)` (continuous distributions) class method. You pass in data `x`, which can be either a scalar number or an ndarray of some kind, and it returns, elementwise, the likelihood of each data point.\n", + "\n", + "Your exercise is as follows: calculate the likelihood of each observation in `coin_1_data` and `coin_2_data` below. We have provided a `fair_coin_model` RV that you can use, which is a \"frozen\" or pre-configured Bernoulli." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from bayes_tutorial.solutions.probability import fair_coin_model, coin_data_likelihood\n", + "from inspect import getsource\n", + "\n", + "# FYI on how fair_coin_model is defined\n", + "print(getsource(fair_coin_model))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "coin = fair_coin_model()\n", + "coin_data_1 = [0, 1, 1, 0, 1, 0, 0, 1, 0, 0]\n", + "coin_data_2 = [0, 0, 0, 0, 0, 0, 0, 0, 0, 0]\n", + "\n", + "# This is the \"correct\" answer.\n", + "coin_data_likelihood(coin_data_1, coin_data_2)\n", + "\n", + "# Your answer here:\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Discussion\n", + "\n", + "Notice how I have provocatively placed in two very contrasting situations:\n", + "one with a roughly even balance of `0`s and `1`s,\n", + "and one with a completely biased set of `0`s and `1`s.\n", + "\n", + "Do the likelihood calculations surprise you?\n", + "Can you explain the rationale for your answer?" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from bayes_tutorial.solutions.probability import likelihood_coin_toss\n", + "\n", + "# Uncomment the next line to see my answer.\n", + "# print(likelihood_coin_toss())" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Joint distribution and likelihood of multiple coin flips\n", + "\n", + "When we flip a fair coin twice and obtain the outcome `HT` (a head, followed by a tail),\n", + "what is the _joint likelihood_ of these two events happening in this sequence?\n", + "\n", + "To start, just as we use a probability distribution to model a single coin toss,\n", + "we can use a _joint probability distribution_ as a probability model for two coin tosses.\n", + "The same rules of probability apply, in that the total \"mass\" or \"density\" assigned must equal to 1,\n", + "and that the values must be distributed across the valid outcome values (support).\n", + "\n", + "Using the notation where $C_i$ refers to the $i$th random variable modelling coin $i$, and the outcomes are $H$ and $T$, the joint pairs are:\n", + "\n", + "- ($C_1=H, C_2=H$)\n", + "- ($C_1=T, C_2=H$)\n", + "- ($C_1=H, C_2=T$)\n", + "- ($C_1=T, C_2=T$)\n", + "\n", + "We can choose to define their joint probability distribution as $P(C_1, C_2)$,\n", + "with the following \"canonical\" probability mass allocations:\n", + "\n", + "- $P(C_1=H, C_2=H)=P(C_1=H) \\times P(C_2=H)=0.25$\n", + "- $P(C_1=T, C_2=H)=P(C_1=T) \\times P(C_2=H)=0.25$\n", + "- $P(C_1=H, C_2=T)=P(C_1=H) \\times P(C_2=T)=0.25$\n", + "- $P(C_1=T, C_2=T)=P(C_1=T) \\times P(C_2=T)=0.25$\n", + "\n", + "You might have noticed the multiplication of independent probabilities.\n", + "Because two coin tosses are independent,\n", + "(i.e. one toss doesn't affect the other),\n", + "one can make the argument that their joint probability mass allocation\n", + "is equivalent to the product of their individual probability allocation.\n", + "This comes from the rules of boolean logic.\n", + "Now, because the coins are fair, the products all end up being the same,\n", + "but this need not necessarily be true!\n", + "Especially if one of the coins, or both of them, are modelled using an \"unfair\" coin toss model.\n", + "\n", + "You should know also that you _technically_ can define\n", + "the _joint_ probability mass allocations any way you want,\n", + "without leveraging independence,\n", + "_as long as they sum to 1, and cover all possible valid outcomes_.\n", + "Leveraging this idea of \"independence\" between events simply\n", + "makes constructing the joint probability model easier,\n", + "as we won't _otherwise_ have to individually create entries for the joint likelihoods.\n", + "The deeper concept powering the simple multiplication is the idea of **exchangability**,\n", + "which colloquially means I could ___exchange___ the positions of our data points,\n", + "and their joint likelihood does not change.\n", + "\n", + "Since we have the probability mass function, we also have the likelihoods (heights!) available to us.\n", + "Therefore, we can calculate the likelihood of our data using the _joint distribution_ available to us." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Exercise\n", + "\n", + "Calculate the joint likelihood of the coin tosses above.\n", + "\n", + "_Hint:_ If you have an array and you would like to multiply all of the individual elements together, you can use NumPy: `np.product(arr)` gives you the product of all elements in an array." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from bayes_tutorial.solutions.probability import coin_data_joint_likelihood\n", + "\n", + "# This is the \"correct\" answer\n", + "coin_data_joint_likelihood(coin_data_1, coin_data_2)\n", + "\n", + "# Your answer below:\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Exercise\n", + "\n", + "You'll notice that the numbers get really small.\n", + "In practice, we usually calculate the joint log-likelihood, \n", + "rather than the joint likelihood, so that we don't run into underflow issues\n", + "when doing Bayesian computing.\n", + "\n", + "Every `scipy.stats` probability distribution has a `.logpmf(x)` or `.logpdf(x)` class method,\n", + "whose semantics are similar to `.pdf(x)` and `.pmf(x)`.\n", + "Use this to calculate the joint **log**-likelihood of the coin tosses.\n", + "\n", + "(_Hint:_ The product of numbers, in log-space, is a sum!)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from bayes_tutorial.solutions.probability import coin_data_joint_loglikelihood\n", + "\n", + "# This is the \"correct\" answer\n", + "coin_data_joint_loglikelihood(coin_data_1, coin_data_2)\n", + "\n", + "# Your answer below:\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Data are usually assumed to be \"independent and identically distributed\"\n", + "\n", + "As things turn out, it is a common, crucial, but also fairly reasonable assumption\n", + "that data come to us independent of one another.\n", + "So in most cases, calculating joint likelihoods of data\n", + "usually means that we can multiply together their likelihoods under the given model.\n", + "(This is the \"exchangability idea\" at work!)\n", + "\n", + "### Dependencies show up elsewhere\n", + "\n", + "That said, there are exceptions, such as in Markov chains and sequential data,\n", + "where data come to us with sequential dependencies on one another.\n", + "\n", + "You'll see this in the next notebook, when we look at how to write simulation models,\n", + "so don't be too quick to assume that independence shows up everywhere! :)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## \"Likelihood is all you need\"\n", + "\n", + "You might be wondering, what's the difference between probability and likelihood?\n", + "Put as succinctly as I could think of:\n", + "\n", + "- Probability (the _area_) gives us the tendencies for _potential_ outcomes to be drawn on each event. \n", + "- Likelihoods (the _height_) give us the function to evaluate how probable an _observed_ outcome (or data point) is under a given probability model (i.e. the assignment of area to outcomes (discrete) or ranges of outcomes (continuous)).\n", + "\n", + "In statistical inference, likelihood is all you need.\n", + "Well, strictly speaking, likelihood is _basically what you need_.\n", + "\n", + "Remember: likelihood is calculated\n", + "when we evaluate how likely data, assumed to be drawn from a distribution,\n", + "were drawn from that distribution.\n", + "\n", + "For two independently drawn outcomes,\n", + "we can multiply their likelihoods together\n", + "to obtain their joint likelihood.\n", + "This trivially extends to three or more outcomes.\n", + "\n", + "There is a principle in statistics, called the [\"Likelihood principle\"][likelihood].\n", + "You don't have to remember the term, but it is helpful to remember the idea.\n", + "From Wikipedia:\n", + "\n", + "> In statistics,the likelihood principle is the proposition that, given a statistical model, \n", + "> all the evidence in a sample relevant to model parameters is contained in the likelihood function.\n", + "\n", + "[likelihood]: https://en.wikipedia.org/wiki/Likelihood_principle\n", + "\n", + "As such, you'll see that in this suite of notebooks,\n", + "we will be looking _primarily_ at likelihoods, and not probability.\n", + "After all, the most common thing that we're trying to do\n", + "is evaluate data against a model." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Probability Distributions\n", + "\n", + "With these components:\n", + "\n", + "- spaces of possible outcomes (i.e. the \"_support_\"),\n", + "- probability mass or density assigned to each outcome,\n", + "- total probability assigned across all outcomes summing to 1, and\n", + "- non-deterministic drawing of outcomes per event,\n", + "\n", + "we have enough to define a probability distribution.\n", + "Pictorially, it looks like the following:\n", + "\n", + "![](./images/distributions.png)\n", + "\n", + "Remember: The PMF/PDF can be mathematically or empirically defined,\n", + "it doesn't really matter, as long as the total area is 1.\n", + "\n", + "I think we have enough to define a probability distribution in an understandable fashion for programmers:\n", + "\n", + "> A probability distribution is a description of how probability mass or density is assigned to valid outcomes (the support of the distribution), such that the sum of masses or integral of densities equals to 1.\n", + "\n", + "That _description_ is most commonly done by a math equation that is parametrized.\n", + "\n", + "Finally, keep in mind the distinction between how probability, from the perspective of how we use them:\n", + "- When we draw data from a probability distribution's space of outcomes, the \"probability\" of each outcome is defined by the probability mass/density function.\n", + "- When we evaluate data against a probability distribution's PMF/PDF, we are evaluating the _likelihood_ of the data." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Random Variables\n", + "\n", + "\"Random variable\" is probably another term that you've seen floating around.\n", + "\n", + "As usual, I think contrasts will be the most illuminating here.\n", + "\n", + "When we build a model of the world, we'll usually assign _variables_ to represent things.\n", + "When we so-called \"run the model\" once, usually we'll assign a real value to those variables,\n", + "yielding one \"realization\" of the model.\n", + "Now, those variables can be _deterministic_/_fixed_ or _random_/_stochastic_.\n", + "If over each realization, we \"fix\" the variable at a given value, then it is a _deterministic_ variable.\n", + "If over each realization, we allow it to vary stochastically, then it is a _random_ variable.\n", + "\n", + "Let's move on to a bit of verbiate. \n", + "When setting up a problem, we'll usually say something like:\n", + "\n", + "> Let $p$ be the __random variable__ that models _the probability of heads_, and let $p$ be __Beta distributed__, with parameters $\\alpha$ and $\\beta$\n", + ">\n", + "> Let $c$ be the __random variable__ that models the _outcome of a coin flip_, and let $c$ be __Bernoulli distributed__, with parameter $p$.\n", + "\n", + "More generically:\n", + "\n", + "> Let `algebraic symbol` be the random variable that models `some real thing, or model component`, and let `algebraic symbol` be distributed by `some distribution`, with parameters `some distribution's parameters`.\n", + "\n", + "I think with this in place, we have a sufficiently precise language going forward!" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Bayes' Rule\n", + "\n", + "This notebook is about Bayesian statistical inference, so we have to talk about Bayes' rule.\n", + "\n", + "Prior to reading this notebook, you may have seen Bayes' rule.\n", + "It's so famous, [it's even become a neon sign][bayesjpg]!\n", + "\n", + "[bayesjpg]: https://en.wikipedia.org/wiki/File:Bayes%27_Theorem_MMB_01.jpg\n", + "\n", + "Bayes' rule looks like this:\n", + "\n", + "$$P(A|B) = \n", + "\\frac{P(B|A)P(A)}\n", + "{P(B)}\n", + "$$\n", + "\n", + "It is a natural result that comes straight from the rules of probability,\n", + "being that the joint distribution of two random variables\n", + "can be written in two equivalent ways:\n", + "\n", + "$$P(A, B) = P(A|B)P(B) = P(B|A)P(A)$$\n", + "\n", + "For further treatment of joint probability and Bayes' rule,\n", + "I'd like to suggest you take a look at Allen Downey's [Think Bayes](http://www.greenteapress.com/thinkbayes/html/thinkbayes002.html)." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### From random variables to hypotheses and data\n", + "\n", + "Now, I have encountered in many books that write,\n", + "regarding the application of Bayes' rule to statistical modelling,\n", + "something along the lines of the following:\n", + "\n", + "> Now, there is an alternative _interpretation_ of Bayes' rule,\n", + "> one that replaces the symbol \"A\" with \"Hypothesis\",\n", + "> and \"B\" with the \"Data\", such that we get:\n", + "> \n", + "> $$P(H|D) = \\frac{P(D|H)P(H)}{P(D)}$$\n", + "\n", + "At first glance, nothing seems wrong about this statement,\n", + "but I did remember having a lingering nagging feeling\n", + "that there was a logical jump unexplained here.\n", + "\n", + "More specifically, that logical jump yielded the following question: _Why are we allowed to take this interpretation?_\n", + "\n", + "It took asking the question to a mathematician friend, Colin Carroll,\n", + "to finally \"grok\" the idea.\n", + "Let me try to explain." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Spaces of models and data\n", + "\n", + "We have to think back to the fundamental idea of possible spaces." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Exercise: How many possible Bernoullis?\n", + "\n", + "If we set up a Bernoulli probability distribution with parameter $p$,\n", + "then what is the space of possible probability distributions that we could instantiate?" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from bayes_tutorial.solutions.probability import spaces_of_p\n", + "\n", + "# Uncomment the next line to reveal the answer.\n", + "# print(spaces_of_p())" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Let's take a look at this more concretely. \n", + "\n", + "It is possible to instantiate many other Bernoulli distributions:\n", + "\n", + "```python\n", + "b1 = bernoulli(p=0.1)\n", + "b2 = bernoulli(p=0.15)\n", + "b3 = bernoulli(p=0.78)\n", + "```\n", + "\n", + "Each value of $p$ gives us a different configuration of a Bernoulli distribution.\n", + "As such, a space of $p$ that gives us an infinite set of possibilities of $p$\n", + "**will give us an infinite set of Bernoullis**!\n", + "\n", + "This result should not surprise you: $p$ can take on any one of an infinite set of values between 0 and 1, each one giving a different instantiated Bernoulli.\n", + "As such, a `Bernoulli(p)` hypothesis is drawn from a (very large) space of possible `Bernoulli(p)`s,\n", + "or more abstractly, hypotheses, thereby giving us a $P(H)$." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Exercise: How many configurations of data?\n", + "\n", + "Moreover, consider our data.\n", + "The Bernoulli data that came to us, which for example might be `0, 1, 1, 1, 0`.\n", + "Let's just consider one case: Given five draws from a Bernoulli,\n", + "how many ways could our data have come in?\n", + "(_Hint:_ You can choose to simplify the problem by considering three `1`s and two `0`s,\n", + "or you can try considering the full space of possible outcomes for five draws.\n", + "Either way, your answer will be illustrative!)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from bayes_tutorial.solutions.probability import spaces_of_data\n", + "\n", + "# Uncomment the next line to see my answer\n", + "# print(spaces_of_data())" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "As such, we have the $P(D)$ interpretation.\n", + "\n", + "As a modelling decision, we _choose_ to say\n", + "that our data and model are jointly distributed,\n", + "thus we have the _joint distribution_\n", + "between model and data, $P(H, D)$." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Summary\n", + "\n", + "Let us summarize the main points for you to take away from here:\n", + "\n", + "Firstly, a probability distribution is defined by a function\n", + "that assigns credibility points to a space of possible outcomes.\n", + "We can use the probability distribution\n", + "to draw outcomes proportional to the credibility points assigned to each of the outcomes.\n", + "\n", + "Secondly, the likelihood principle gives us a way of connecting the sample data\n", + "to the parameters of a probability distribution.\n", + "We can evaluate data against a particular distribution\n", + "to see how _likely_ that observed data was drawn from that given distribution.\n", + "In evaluating data against that particular distribution, \n", + "we reuse the function that assigns credibility points,\n", + "usually known as a probability mass or density function,\n", + "as the _likelihood_ function.\n", + "As we will see in later notebooks,\n", + "we can take advantage of the likelihood principle\n", + "to infer the most likely parameter values\n", + "that generated the data." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Conclusion\n", + "\n", + "Now that you've learned about the basics of probability,\n", + "let's go on to see how we can use probability distributions\n", + "to simulate our data generating processes.\n", + "Head over to the next chapter!" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Solutions" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from bayes_tutorial.solutions import probability\n", + "\n", + "probability??" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "bayesian-modelling-tutorial", + "language": "python", + "name": "bayesian-modelling-tutorial" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.5" + }, + "toc-autonumbering": false + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/docs/cookbook/dirichlet-process.ipynb b/docs/cookbook/dirichlet-process.ipynb new file mode 100644 index 0000000..4258873 --- /dev/null +++ b/docs/cookbook/dirichlet-process.ipynb @@ -0,0 +1,591 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2\n", + "%matplotlib inline\n", + "%config InlineBackend.figure_format = 'retina'" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Introduction\n", + "\n", + "In this notebook, we are going to walk through modelling situations\n", + "that involve some form of \"cluster identification\",\n", + "where the number of clusters isn't exactly known beforehand." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Chinese Restaurant Process\n", + "\n", + "First customer always chooses the first table.\n", + "\n", + "The $n$th customers afterwards occupy the first _unoccupied_ table\n", + "with probability $\\frac{\\alpha}{n-1+\\alpha}$,\n", + "and occupies an _already occupied_ table\n", + "with probability $\\frac{c}{n-1+\\alpha}$.\n", + "\n", + "Here:\n", + "\n", + "- $n$ is the index of the customers after the first.\n", + "- $c$ is the number of people already sitting at that table.\n", + "- $\\alpha$ is a parameter of the Chinese Restaurant Process.\n", + "\n", + "## Let's simulate this!" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import jax.numpy as np\n", + "from jax import jit\n", + "from jax.ops import index_update, index\n", + "\n", + "\n", + "\n", + "def create_alpha_vector(alpha, table_assignments, n, current_open_table):\n", + " v = np.zeros_like(table_assignments)\n", + " v = index_update(v, index[current_open_table], alpha)\n", + " return v / (n - 1 + alpha)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "table_assignments = np.zeros(shape=(10,))\n", + "table_assignments = index_update(table_assignments, index[0], 1)\n", + "\n", + "create_alpha_vector(5, table_assignments, 2, 1)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "\n", + "def create_occupied_vector(alpha, table_assignments, n, current_open_table):\n", + " v = table_assignments / (n - 1 + alpha)\n", + " return v" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "create_occupied_vector(5, table_assignments, 2, 1)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "table_assignments = np.zeros(shape=(10,))\n", + "\n", + "table_assignments = index_update(table_assignments, index[0], 1)\n", + "\n", + "np.min(np.where(table_assignments == 0)[0])" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from jax.scipy.special import logit\n", + "from jax import vmap, lax, jit\n", + "from jax.random import categorical, PRNGKey, split\n", + "\n", + "p = np.array([0.1, 0.8, 0.1])\n", + "logit_p = np.log(p / (1 -p))\n", + "categorical(k, logit_p)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "k = PRNGKey(42)\n", + "\n", + "def one_draw(k, p, zeros):\n", + " logits = logit(p)\n", + " idx = categorical(k, logits)\n", + " draw = index_update(zeros, index[idx], 1)\n", + " return draw\n", + "\n", + "def f(carry, x):\n", + " k, p = carry\n", + " # x is our zeros\n", + " draw = one_draw(k, p, x)\n", + " k, _ = split(k)\n", + " return (k, p), draw\n", + "\n", + "def multinomial(k, n, p):\n", + " n_draws = 10000\n", + " a = np.zeros(shape=(n_draws, len(p)))\n", + " (k, p), draws = lax.scan(f, (k, p), a)\n", + " return np.sum(draws, axis=0)\n", + "\n", + "multinomial(k, n=1000, p=np.array([0.3, 0.3, 0.4]))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "draws = multinomial(k, n=1000, p=np.array([0.3, 0.3, 0.4]))\n", + "draws" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as onp\n", + "from tqdm import tqdm\n", + "\n", + "alpha = 3\n", + "table_assignments = np.zeros(shape=(alpha * 10,))\n", + "table_assignments = index_update(table_assignments, index[0], 1)\n", + "\n", + "current_open_table = np.min(np.where(table_assignments == 0)[0])\n", + "n_customers = 1000\n", + "for n in tqdm(range(2, n_customers+1)):\n", + " prob_vect = create_alpha_vector(alpha, table_assignments, n, current_open_table) + create_occupied_vector(alpha, table_assignments, n, current_open_table)\n", + " assignment_vect = one_draw(k, prob_vect, np.zeros_like(prob_vect))\n", + " table_assignments = np.squeeze(table_assignments + assignment_vect)\n", + " current_open_table = np.min(np.where(table_assignments == 0)[0])\n", + " k, _ = split(k)\n", + "prob_vect" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Stick-breaking process" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import jax\n", + "import numpy as onp\n", + "\n", + "# Taken from https://stats.stackexchange.com/questions/396315/coding-a-simple-stick-breaking-process-in-python\n", + "\n", + "def stick_breaking(k, num_weights, alpha):\n", + " k, _ = split(k)\n", + " betas = onp.random.beta(1,alpha, size=(num_weights,)) \n", + " betas[1:] *= onp.cumprod(1 - betas[:-1])\n", + " return betas\n", + "\n", + "\n", + "stick_breaking(k, num_weights=max_num_classes, alpha=3).sum()\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "betas.sum()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import matplotlib.pyplot as plt\n", + "\n", + "k, _ = split(k)\n", + "max_num_classes = 30\n", + "\n", + "def stick_breaking_jax(k, num_weights, alpha):\n", + " k, _ = split(k)\n", + " betas = jax.random.beta(k, a=1, b=alpha, shape=(num_weights,))\n", + " products = np.cumprod(1 - betas[:-1])\n", + " betas = index_update(betas, index[1:], products * betas[1:])\n", + " return betas\n", + "\n", + "\n", + "weights = stick_breaking_jax(k, num_weights=max_num_classes, alpha=2)\n", + "plt.plot(weights)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The $\\alpha$ parameter is proportional to the number of components that we end up using." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Generate mixture gaussian from weights" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from jax.random import categorical\n", + "from jax.scipy.special import logit\n", + "\n", + "k, _ = split(k)\n", + "n_observations = 300\n", + "indices = categorical(k, logit(weights), shape=(n_observations,))\n", + "indices" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "$X \\sim N(\\mu, \\sigma)$ is equivalent to:\n", + "\n", + "$$ \\hat{X} \\sim N(0, 1) $$\n", + "$$ X = \\sigma\\hat{X} + \\mu$$" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from jax.random import normal\n", + "\n", + "mus = np.linspace(0, 350, num=max_num_classes)\n", + "sigmas = np.ones(shape=(max_num_classes)) * 2\n", + "mus[indices] + sigmas[indices] * normal(k, shape=(n_observations,))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "def dp_mixture_gaussian(k, alpha, max_num_classes, num_observations, mus, sigmas):\n", + " weights = stick_breaking_jax(k, num_weights=max_num_classes, alpha=alpha)\n", + " indices = categorical(k, logit(weights), shape=(n_observations,))\n", + " return mus[indices] + sigmas[indices] * normal(k, shape=(n_observations,))\n", + "\n", + "mus = np.linspace(0, 350, num=max_num_classes)\n", + "sigmas = np.ones(shape=(max_num_classes))\n", + "\n", + "draws = dp_mixture_gaussian(k, alpha=0.7, max_num_classes=45, num_observations=100, mus=mus, sigmas=sigmas)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "plt.hist(draws)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "def ecdf_scatter(data):\n", + " x, y = np.sort(data), np.arange(1, len(data)+1) / len(data)\n", + " plt.scatter(x, y)\n", + " plt.show()\n", + " \n", + "ecdf_scatter(draws)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Generate Multiple MvNormals" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from jax import random as npr\n", + "\n", + "k, _ = split(k)\n", + "draws = npr.multivariate_normal(k, mean=np.array([1, 3]), cov=np.array([[1, 0.8], [0.8, 1]]), shape=(30,))\n", + "draws.shape" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from sklearn.datasets import make_spd_matrix\n", + "max_num_classes = 45\n", + "num_states = 2\n", + "means = np.linspace(0, 1000, max_num_classes * num_states).reshape(max_num_classes, num_states)\n", + "cov = np.stack([make_spd_matrix(num_states) for i in range(max_num_classes)])" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "alpha = 1\n", + "n_observations = 300\n", + "k, _ = split(k)\n", + "weights = stick_breaking_jax(k, num_weights=max_num_classes, alpha=alpha)\n", + "indices = categorical(k, logit(weights), shape=(n_observations,))\n", + "indices" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from functools import partial\n", + "\n", + "def generate_mvnorm_func(means, covs):\n", + " def mvnorm(key, idx):\n", + " k, _ = split(key)\n", + " return npr.multivariate_normal(k, mean=means[idx], cov=cov[idx])\n", + " return mvnorm\n", + "k = PRNGKey(42)\n", + "\n", + "ks = []\n", + "for i in range(n_observations):\n", + " k, _ = split(k)\n", + " ks.append(k)\n", + "ks = np.vstack(ks)\n", + "print(ks.shape)\n", + "\n", + "mvnorm = generate_mvnorm_func(means, cov)\n", + "draws = vmap(mvnorm)(ks, indices)\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Generate some data now." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from jax.random import multivariate_normal\n", + "mus = np.array(\n", + " [\n", + " [-10, 3],\n", + " [5, 5],\n", + " [10, 1],\n", + " ]\n", + ")\n", + "# plt.scatter(mus[:, 0], mus[:, 1])\n", + "\n", + "covs = np.stack([make_spd_matrix(n_dim=2) for i in range(3)])\n", + "\n", + "k, _ = split(k)\n", + "\n", + "ks = []\n", + "for i in range(150):\n", + " k, _ = split(k)\n", + " ks.append(k)\n", + "ks = np.vstack(ks)\n", + "\n", + "indices = np.array([0] * 50 + [1] * 50 + [2] * 50)\n", + "\n", + "mvnorm = generate_mvnorm_func(mus, covs)\n", + "draws = vmap(mvnorm)(ks, indices)\n", + "draws.shape" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "plt.scatter(draws[:, 0], draws[:, 1])" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import pymc3 as pm" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "with pm.Model() as model:\n", + " # Mus should be Guassian priors of shape (max_num_components, 2)\n", + " mus = pm.Normal(\"mus\", mu=0, sigma=5, shape=(max_num_components, 2))\n", + " covs = pm.LKJCholeskyCov(\"covs\", )\n", + " \n", + " # MvNormal component distributions that we can index into.\n", + " comp_dists = pm.MvNormal.dist(mu=mus, cov=covs, shape=(max_num_components, 2))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as onp\n", + "mu = onp.zeros(3)\n", + "true_cov = onp.array([[1.0, 0.5, 0.1],\n", + " [0.5, 2.0, 0.2],\n", + " [0.1, 0.2, 1.0]])\n", + "data = onp.random.multivariate_normal(mu, true_cov, 10)\n", + "\n", + "with pm.Model() as model:\n", + " sd_dist = pm.HalfCauchy.dist(beta=2.5, shape=3)\n", + " chol_packed = pm.LKJCholeskyCov('chol_packed',\n", + " n=3, eta=2, sd_dist=sd_dist)\n", + " chol = pm.expand_packed_triangular(3, chol_packed)\n", + " vals = pm.MvNormal.dist(mu=mu, chol=chol, observed=data)\n", + " \n", + " " + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "with model:\n", + " trace = pm.sample(2000)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import arviz as az\n", + "\n", + "\n", + "az.plot_trace(trace)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "with model" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "def stick_breaking(beta):\n", + " portion_remaining = tt.concatenate([[1], tt.extra_ops.cumprod(1 - beta)[:-1]])\n", + "\n", + " return beta * portion_remaining" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "bayesian-modelling-tutorial", + "language": "python", + "name": "bayesian-modelling-tutorial" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.6" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/docs/glossary.md b/docs/glossary.md new file mode 100644 index 0000000..6524126 --- /dev/null +++ b/docs/glossary.md @@ -0,0 +1,8 @@ +## Random Processes + +A "random process" is a _stochastic (as opposed to _deterministic) sequence of outcome-producing events/trials_. + +An example is a series of coin flips. +It is _stochastic_, because we are unable to deterministically control +what the result of the coin flip (_event/trial_) is, +and over multiple coin flips (events/trial), we get back a sequence of heads and tails (outcomes). diff --git a/docs/index.md b/docs/index.md new file mode 100644 index 0000000..aa3c4b9 --- /dev/null +++ b/docs/index.md @@ -0,0 +1 @@ +# Welcome! diff --git a/docs/intermediate/computational-bayesian-stats.md b/docs/intermediate/computational-bayesian-stats.md new file mode 100644 index 0000000..cf79d02 --- /dev/null +++ b/docs/intermediate/computational-bayesian-stats.md @@ -0,0 +1,678 @@ +# An Introduction to Probability and Computational Bayesian Statistics + +In Bayesian statistics, +we often say that we are "sampling" from a posterior distribution +to estimate what parameters could be, +given a model structure and data. +What exactly is happening here? + +Examples that I have seen on "how sampling happens" +tends to focus on an overly-simple example +of sampling from a single distribution with known parameters. +I was wondering if I could challenge myself +to come up with a "simplest complex example" +that would illuminate ideas that were obscure to me before. +In this essay, I would like to share that knowledge with you, +and hopefully build up your intuition behind +what is happening in computational Bayesian inference. + +## Probability Distributions + +We do need to have a working understanding +of what a probability distribution is before we can go on. +Without going down deep technical and philosophical rabbit holes +(I hear they are deep), +I'll start by proposing +that "a probability distribution is a Python object +that has a math function +that allocates credibility points onto the number line". + +Because we'll be using the normal distribution extensively in this essay, +we'll start off by examining that definition +in the context of the standard normal distribution. + +### Base Object Implementation + +Since the normal distribution is an object, +I'm implying here that it can hold state. +What might that state be? +Well, we know from math that probability distributions have parameters, +and that the normal distribution +has the "mean" and "variance" parameters defined. +In Python code, we might write it as: + +```python +class Normal: + def __init__(self, mu, sigma): + self.mu = mu + self.sigma = sigma +``` + +### Probability Density Function + +Now, I also stated that the normal distribution has a math function +that we can use to allocate credibility points to the number line. +This function also has a name, +called a "probability density function", or the "PDF". +Using this, we may then extend extend this object +with a method called `.pdf(x)`, +that returns a number +giving the number of credibility points +assigned to the value of `x` passed in. + +```python +import numpy as np + +class Normal: + def __init__(self, mu, sigma): + self.mu = mu + self.sigma = sigma + + def pdf(self, x): + return ( + 1 / np.sqrt(2 * self.sigma ** 2 * np.pi) + * np.exp( + - (x - self.mu) ** 2 + / 2 * self.sigma ** 2 + )) +``` + +If we pass in a number `x` from the number line, +we will get back another number that tells us +the number of credibility points given to that value `x`, +under the state of the normal distribution instantiated. +We'll call this $P(x)$. + +To simplify the implementation used here, +we are going to borrow some machinery already available to us +in the Python scientific computing ecosystem, +particularly from the SciPy stats module, +which gives us reference implementations of probability distributions. + +```python +from scipy.stats import norm + +class Normal: + def __init__(self, mu, sigma): + self.mu = mu + self.sigma = sigma + + # We instantiate the distribution object here. + self.dist = norm(loc=mu, scale=sigma) + + def pdf(self, x): + # Now, our PDF class method is simplified to be just a wrapper. + return self.dist.pdf(x) +``` + +### Log Probability + +A common task in Bayesian inference is computing the likelihood of data. +Let's assume that the data ${X_1, X_2, ... X_i}$ generated +are independent and identically distributed, +(the famous _i.i.d._ term comes from this). +This means, then, that the joint probability of the data that was generated +is equivalent to the product of the individual probabilities of each datum: + +$$P(X_1, X_2, ... X_i) = P(X_1) P(X_2) ... P(X_i)$$ + +(We have to know the rules of probability to know this result; +it is a topic for a different essay.) + +If you remember the notation above, +each $P(X_i)$ is an evaluation of $X_i$ +on the distribution's probability density function. +It being a probability value means it is bound between 0 and 1. +However, multiplying many probabilities together +usually will result in issues with underflow computationally, +so in evaluating likelihoods, +we usually stick with log-likelihoods instead. +By the usual rules of math, then: + +$$\log P(X_1, X_2, ..., X_i) = \sum_{j=1}^{i}\log P(X_i)$$ + +To our normal distribution class, +we can now add in another class method +that computes the sum of log likelihoods +evaluated at a bunch of i.i.d. data points. + +```python +from scipy.stats import norm + +class Normal: + def __init__(self, mu, sigma): + self.mu = mu + self.sigma = sigma + + # We instantiate the distribution object here. + self.dist = norm(loc=mu, scale=sigma) + + def pdf(self, x): + # Now, our PDF class method is simplified to be just a wrapper. + return self.dist.pdf(x) + + def logpdf(self, x): + return self.dist.logpdf(x) +``` + +## Random Variables + +### Definition + +Informally, a "random variable" is nothing more than +a variable whose quantity is non-deterministic (hence random) +but whose probability of taking on a certain value +can be described by a probability distribution. + +According to the Wikipedia definition of a [random variable][rv]: + +> A random variable has a probability distribution, which specifies the probability of its values. + +[rv]: https://en.wikipedia.org/wiki/Random_variable + +As such, it may be tempting to conceive of a random variable +as an object that has a probability distribution attribute attached to it. + +### Realizations of a Random Variable + +On the other hand, it can also be convenient to invert that relationship, +and claim that a probability distribution +can generate realizations of a random variable. +The latter is exactly how SciPy distributions are implemented: + +```python +from scipy.stats import norm + +# Normal distribution can generate realizations of an RV +# The following returns a NumPy array of 10 draws +# from a standard normal distribution. +norm(loc=0, scale=1).rvs(10) +``` + +??? note "Realizations of a Random Variable" + + A "realization" of a random variable is nothing more than + generating a random number + whose probability of being generated + is defined by the random variable's probability density function. + +Because the generation of realizations of a random variable +is equivalent to sampling from a probability distribution, +we can extend our probability distribution definition +to include a `.sample(n)` method: + +```python +from scipy.stats import norm + +class Normal: + def __init__(self, mu, sigma): + self.mu = mu + self.sigma = sigma + + # We instantiate the distribution object here. + self.dist = norm(loc=mu, scale=sigma) + + # ... + + def sample(self, n): + return self.dist.rvs(n) +``` + +Now, if we draw 10 realizations of a normally distributed random variable, +and the drawing of each realization has no dependence of any kind +on the previous draw, +then we can claim that each draw is **independent** +and **identically distributed**. +This is where the fabled "_iid_" term in undergraduate statistics classes +comes from. + +## Data Generating Process + +Now that we have covered what probability distributions are, +we can now move on to other concepts +that are important in Bayesian statistical modelling. + +Realizations of a random variable, +or draws from its probability distribution, +are how a Bayesian assumes data are generated. +Describing how data are generated using probability distributions, +or in other words, writing down the "data generating process", +is a core activity in Bayesian statistical modelling. + +Viewed this way, data values generated by a random process +depend on the underlying random variable's probability distribution. +In other words, the random variable realizations are known, +given the probability distribution used to model it. +Keep this idea in mind: +it is going to be important shortly. + +## Bayes' Rule + +Now that we've covered probability distributions, +we can move on to Bayes' rule. +You probably have seen the following equation: + +$$P(B|A) = \frac{P(A|B)P(B)}{P(A)}$$ + +Bayes' rule states nothing more than the fact that +the conditional probability of B given A is equal to +the conditional probability of A given B +times the probability of B +divided by the probability of A. + +When doing Bayesian statistical inference, +we commonly take a related but distinct interpretation: + +$$P(H|D) = \frac{P(D|H)P(H)}{P(D)}$$ + +It may look weird, +but didn't we say before that data are realizations from a random variable? +Why are we now treating data as a random variable? +Here, we are doing not-so-intuitive but technically correct step +of treating the data $D$ as being part of this probabilistic model +(hence it "looks" like a random variable), +alongside our model parameters $H$. +There's a lot of measure theory that goes into this interpretation, +which at this point I have not yet mastered, +and so will wave my hands in great arcs +and propose that this interpretation be accepted for now and move on. + +??? note "Data are random variables?" + + Notes from a chat with Colin gave me a lot to chew on, as usual: + + > The answer is in how you define "event" as + > "an element of a sigma algebra". + > intuitively, an "event" is just an abstraction, + > so one event might be "the coin is heads", + > or in another context the event might be + > "the parameters are [0.2, 0.1, 0.2]". + > And so analogously, "the data were configured as [0, 5, 2, 3]". + > Notice also that the events are different + > if the data being ordered vs unordered are different! + + This was a logical leap that I had been asked about before, + but did not previously have the knowledge to respond to. + Thanks to Colin, I now do. + + +[colin]: https://colindcarroll.com/ + +With the data + hypothesis interpretation of Bayes' rule in hand, +the next question arises: +What math happens when we calculate posterior densities? + +## Translating Bayes' Math to Python + +### Defining Posterior Log-Likelihood + +To understand this, let's look at the simplest complex example +that I could think of: +Estimating the $\mu$ and $\sigma$ parameters +of a normal distribution +conditioned on observing data points $y$. + +If we assume a data generating process that looks like the following +(with no probability distributions specified yet): + +```mermaid +graph TD; + μ((μ)) --> y(y); + σ((σ)) --> y(y); +``` + +We can write out the following probabilistic model +(now explicitly specifying probability distributions): + +$$\mu \sim Normal(0, 10)$$ + +$$\sigma \sim Exponential(1)$$ + +$$y \sim Normal(\mu, \sigma)$$ + +Let's now map the symbols onto Bayes' rule. + +- $H$ are the parameters, which are $\mu$ and $\sigma$ here. +- $D$ is the data that I will observe +- $P(H|D)$ is the posterior, which we would like to compute. +- $P(D|H)$ is the likelihood, +and is given by $y$'s probability distribution $Normal(\mu, \sigma)$, +or in probability notation, $P(y|\mu, \sigma)$. +- $P(H)$ is the the prior, and is given by $P(\mu, \sigma)$. +- $P(D)$ is a hard quantity to calculate, so we sort of cheat and don't use it, +and merely claim that the posterior is proportional to likelihood times prior. + +If we look at the probability symbols again, +we should notice that $P(\mu, \sigma)$ +is the joint distribution between $\mu$ and $\sigma$. +However, from observing the graphical diagram, +we'll notice that $\mu$ and $\sigma$ have no bearing on one another: +we do not need to know $\mu$ to know the value of $\sigma$, +and vice versa. +Hence, they are independent of one another, +and so by the rules of probability, + +$$P(\mu, \sigma) = P(\mu | \sigma)P(\sigma) = P(\mu)P(\sigma) = P(H)$$ + +Now, by simply moving symbols around: + +$$P(H|D) = P(D|H)P(H)$$ + +$$ = P(y|\mu,\sigma)P(\mu, \sigma)$$ + +$$ = P(y|\mu, \sigma)P(\mu)P(\sigma)$$ + +This translates directly into Python code! + +```python +def model_prob(mu, sigma, y): + # Probability of mu under prior. + normal_prior = Normal(0, 10) + mu_prob = normal_prior.pdf(mu) + + # Probability of sigma under prior. + sigma_prior = Exponential(1) + sigma_prob = sigma_prior.pdf(sigma) + + # Likelihood of data given mu and sigma + likelihood = Normal(mu, sigma) + likelihood_prob = likelihood.pdf(y).prod() + + # Joint likelihood + return mu_prob * sigma_prob * likelihood_prob +``` + +If you remember, multiplying so many probability distributions together +can give us underflow issues when computing, +so it is common to take the log of both sides. + +$$\log(P(H|D)) = log(P(y|\mu, \sigma)) + log(P(\mu)) + log(P(\sigma))$$ + +This also translates directly into Python code! + +```python +def model_log_prob(mu, sigma, y): + # log-probability of mu under prior. + normal_prior = Normal(0, 10) + mu_log_prob = normal_prior.logpdf(mu) + + # log-probability of sigma under prior. + sigma_prior = Exponential(1) + sigma_log_prob = sigma_prior.logpdf(sigma) + + # log-likelihood given priors and data + likelihood = Normal(mu, sigma) + likelihood_log_prob = likelihood.logpdf(y).sum() + + # Joint log-likelihood + return mu_log_prob + sigma_log_prob + likelihood_log_prob +``` + +## Computing the Posterior with Sampling + +To identify what the values of $\mu$ and $\sigma$ +should take on given the data and priors, +we can turn to sampling to help us. +I am intentionally skipping over integrals +which are used to compute expectations, +which is what sampling is replacing. + +### Metropolis-Hastings Sampling + +An easy-to-understand sampler that we can start with +is the Metropolis-Hastings sampler. +I first learned it in a grad-level computational biology class, +but I expect most statistics undergrads should have +a good working knowledge of the algorithm. + +For the rest of us, check out the note below on how the algorithm works. + +???+ note "The Metropolis-Hastings Algorithm" + + Shamelessly copied (and modified) + from the [Wikipedia article](): + + - For each parameter $p$, do the following. + - Initialize an arbitrary point for the parameter (this is $p_t$, or $p$ at step $t$). + - Define a probability density $P(p_t)$, for which we will draw new values of the parameters. Here, we will use $P(p) = Normal(p_{t-1}, 1)$. + - For each iteration: + - Generate candidate new candidate $p_t$ drawn from $P(p_t)$. + - Calculate the likelihood of the data under the previous parameter value(s) $p_{t-1}$: $L(p_{t-1})$ + - Calculate the likelihood of the data under the proposed parameter value(s) $p_t$: $L(p_t)$ + - Calculate acceptance ratio $r = \frac{L(p_t)}{L(p_{t-1})}$. + - Generate a new random number on the unit interval: $s \sim U(0, 1)$. + - Compare $s$ to $r$. + - If $s \leq r$, accept $p_t$. + - If $s \gt r$, reject $p_t$ and continue sampling again with $p_{t-1}$. + +[mh]: https://en.wikipedia.org/wiki/Metropolis%E2%80%93Hastings_algorithm + +In the algorithm described in the note above, +our parameters $p$ are actually $(\mu, \sigma)$. +This means that we have to propose two numbers +and sample two numbers in each loop of the sampler. + +To make things simple for us, let's use the normal distribution +centered on $0$ but with scale $0.1$ +to propose values for each. + +We can implement the algorithm in Python code: + +```python linenums="1" +# Metropolis-Hastings Sampling +mu_prev = np.random.normal() +sigma_prev = np.random.normal() + +# Keep a history of the parameter values and ratio. +mu_history = dict() +sigma_history = dict() +ratio_history = dict() + +for i in range(1000): + mu_history[i] = mu_prev + sigma_history[i] = sigma_prev + mu_t = np.random.normal(mu_prev, 0.1) + sigma_t = np.random.normal(sigma_prev, 0.1) + + # Compute joint log likelihood + LL_t = model_log_prob(mu_t, sigma_t, y) + LL_prev = model_log_prob(mu_prev, sigma_prev, y) + + # Calculate the difference in log-likelihoods + # (or a.k.a. ratio of likelihoods) + diff_log_like = LL_t - LL_prev + if diff_log_like > 0: + ratio = 1 + else: + # We need to exponentiate to get the correct ratio, + # since all of our calculations were in log-space + ratio = np.exp(diff_log_like) + + # Defensive programming check + if np.isinf(ratio) or np.isnan(ratio): + raise ValueError(f"LL_t: {LL_t}, LL_prev: {LL_prev}") + + # Ratio comparison step + ratio_history[i] = ratio + p = np.random.uniform(0, 1) + + if ratio >= p: + mu_prev = mu_t + sigma_prev = sigma_t +``` + +Because of a desire for convenience, +we chose to use a single normal distribution to sample all values. +However, that distribution choice is going to bite us during sampling, +because the values that we could possibly sample for the $\sigma$ parameter +can take on negatives, +but when a negative $\sigma$ is passed +into the normally-distributed likelihood, +we are going to get computation errors! +This is because the scale parameter of a normal distribution +can only be positive, and cannot be negative or zero. +(If it were zero, there would be no randomness.) + +### Transformations as a Hack + +The key problem here is that the support of the Exponential distribution +is bound to be positive real numbers only. +That said, we can get around this problem +simply by sampling amongst the unbounded real number space $(-\inf, +\inf)$, +and then transforming the number by a math function to be in the bounded space. + +One way we can transform numbers from an unbounded space +to a positive-bounded space +is to use the exponential transform: + +$$y = e^x$$ + +For any given value $x$, $y$ will be guaranteed to be positive. + +Knowing this, we can modify our sampling code, specifically, what was before: + +```python +# Initialize in unconstrained space +sigma_prev_unbounded = np.random.normal(0, 1) +# ... +for i in range(1000): + # ... + # Propose in unconstrained space + sigma_t_unbounded = np.random.normal(sigma_prev_unbounded, 0.1) + + # Transform the sampled values to the constrained space + sigma_prev = np.exp(sigma_prev_unbounded) + sigma_t = np.exp(sigma_t_unbounded) + + # ... + + # Pass the transformed values into the log-likelihood calculation + LL_t = model_log_prob(mu_t, sigma_t, y) + LL_prev = model_log_prob(mu_prev, sigma_prev, y) + + # ... +``` + +And _voila_! +If you notice, the key trick here was +to **sample in unbounded space**, +but **evalute log-likelihood in bounded space**. +We call the "unbounded" space the _transformed_ space, +while the "bounded" space is the _original_ or _untransformed_ space. +We have implemented the necessary components +to compute posterior distributions on parameters! + +### Samples from Posterior + +If we simulate 1000 data points from a $Normal(3, 1)$ distribution, +and pass them into the model log probability function defined above, +then after running the sampler, +we get a chain of values that the sampler has picked out +as maximizing the joint likelihood of the data and the model. +This, by the way, is essentially the simplest version of +Markov Chain Monte Carlo sampling that exists +in modern computational Bayesian statistics. + +Let's examine the trace from one run: + +![](./comp-bayes-figures/mcmc-trace.png) + +Notice how it takes about 200 steps before the trace becomes **stationary**, +that is it becomes a flat trend-line. +If we prune the trace to just the values after the 200th iteration, +we get the following trace: + +![](./comp-bayes-figures/mcmc-trace-burn-in.png) + +The samples drawn are an approximation to +the expected values of $\mu$ and $\sigma$ +given the data and priors specified. + +???+ note "Random Variables and Sampling" + + A piece of wisdom directly quoted from my friend [Colin Carroll][colin], + who is also a PyMC developer: + + > Random variables are *measures*, + > and measures are only really defined under an integral sign. + > *Sampling* is usually defined as the act of generating data + > according to a certain measure. + > This is confusing, because we invert this relationship + > when we do computational statistics: + > we generate the data, + > and use that to approximate an integral or expectation. + +## Topics We Skipped Over + +We intentionally skipped over a number of topics. + +One of them was why we used a normal distribution with scale of 0.1 +to propose a different value, rather than a different scale. +As it turns out the, scale parameter is a tunable hyperparameter, +and in PyMC3 we do perform tuning as well. +If you want to learn more about how tuning happens, +[Colin][colin] has a [great essay][tuning] on that too. + +[tuning]: https://colcarroll.github.io/hmc_tuning_talk/ + +We also skipped over API design, +as that is a topic I will be exploring in a separate essay. +It will also serve as a tour through the PyMC3 API +as I understand it. + +## An Anchoring Thought Framework for Learning Computational Bayes + +Having gone through this exercise +has been extremely helpful in deciphering +what goes on behind-the-scenes in PyMC3 +(and the in-development PyMC4, +which is built on top of TensorFlow probability). + +From digging through everything from scratch, +my thought framework to think about Bayesian modelling +has been updated (pun intended) to the following. + +Firstly, we can view a Bayesian model +from the axis of **prior, likelihood, posterior**. +Bayes' rule provides us the equation "glue" +that links those three components together. + +Secondly, when doing _computational_ Bayesian statistics, +we should be able to modularly separate **sampling** +from **model definition**. +**Sampling** is computing the posterior distribution of parameters +given the model and data. +**Model definition**, by contrast, +is all about providing the model structure +as well as a function that calculates the joint log likelihood +of the model and data. + +In fact, based on the exercise above, +any "sampler" is only concerned with the model log probability +(though some also require the local gradient of the log probability +w.r.t. the parameters to find where to climb next), +and should only be required to accept a **model log probability** function +and a proposed set of initial parameter values, +and return a chain of sampled values. + +Finally, I hope the "simplest complex example" +of estimating $\mu$ and $\sigma$ of a normal distribution +helps further your understanding of the math behind Bayesian statistics. + +All in all, I hope this essay helps your learning, as writing it did for me! + +## Thank you for reading! + +If you enjoyed this essay and would like to receive early-bird access to more, +[please support me on Patreon][patreon]! +A coffee a month sent my way gets you _early_ access to my essays +on a private URL exclusively for my supporters +as well as shoutouts on every single essay that I put out. + +[patreon]: https://patreon.com/ericmjl + +Also, I have a free monthly newsletter that I use as an outlet +to share programming-oriented data science tips and tools. +If you'd like to receive it, sign up on [TinyLetter][tinyletter]! + +[tinyletter]: https://tinyletter.com/ericmjl diff --git a/docs/intermediate/estimation.ipynb b/docs/intermediate/estimation.ipynb new file mode 100644 index 0000000..6fade91 --- /dev/null +++ b/docs/intermediate/estimation.ipynb @@ -0,0 +1,839 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2\n", + "%matplotlib inline\n", + "%config InlineBackend.figure_format = 'retina'" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Introduction\n", + "\n", + "In this chapter, we are going to build off your newfound PyMC3 knowledge to build larger estimation models!" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Recap\n", + "\n", + "In the previous chapter, you saw how we can use PyMC3\n", + "to infer, or estimate, the most likely set of values of parameters of a model.\n", + "\n", + "- You defined a probabilistic model with key parameters of interest.\n", + "- You used the PyMC3 Inference Button (tm), which is called using `pm.sample(n_mcmc_steps)`.\n", + "\n", + "\"Inference\", just so we are clear, is not \"forward\" prediction of a model. \n", + "In statistics, it refers to the activity of ***estimating*** the most likely value of a parameter, given the data and model.\n", + "In _Bayesian_ statistics, it refers to the activity of estimating the most likely **set** of parameters,\n", + "given the data and model. (The \"jargon\" term here is the \"typical set\".)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Multiple Estimation\n", + "\n", + "Last chapter, you saw how to do \"single estimation\",\n", + "i.e. when there's only one collection of data points\n", + "on which we need to perform estimation.\n", + "\n", + "In this chapter, we are going to learn\n", + "how to extend PyMC3 estimation code\n", + "to handle the case where we have\n", + "two or more groups\n", + "that we need to perform parameter estimation for.\n", + "Everything that you learned in the previous chapter will come in handy here!\n", + "Let's get going!" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## I scream, you scream, we want ice cream!\n", + "\n", + "We're going to take the classic coin flip problem\n", + "and put a different spin on it.\n", + "\n", + "We've got some ice cream shop data!\n", + "In here, we have multiple ice cream shops,\n", + "and customers are leaving either \"thumbs up\"\n", + "or \"thumbs down\" ratings\n", + "on whether they enjoyed the ice cream shop experience.\n", + "The problem task we have at hand\n", + "is to rank order the shops\n", + "according to their customer experience rating.\n", + "\n", + "This example is going to be the pedagogical one that we work through\n", + "over the this chapter and the next (when we discuss hierarchical models).\n", + "Other examples and exercises will be available\n", + "to help you get practice!" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### The Data\n", + "\n", + "Let's load in the data and take a quick look at it\n", + "to make sure we know what we're dealing with." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd\n", + "from pyprojroot import here\n", + "import janitor" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from bayes_tutorial.data import load_ice_cream\n", + "\n", + "data = load_ice_cream()\n", + "data.head()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Here's a description of the columns:\n", + "\n", + "- `shopname`: A string identifier for the shop.\n", + "- `num_customers`: The number of customers that responded to a survey about whether they liked or didn't like the shopping experience.\n", + "- `owner_idx`: A numerical index of the holding company for a bunch of stores. Indices 0-7 are multi-store chains, while index 8 is a \"catch-all\" index for the stores that are independently and locally owned.\n", + "- `num_favs`: This is the observed number of likes in the responses." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Statistical pitfalls\n", + "\n", + "At first glance, the task of estimating how \"good\" a shop is\n", + "might sound like an easy task:\n", + "_Just_ calculate:\n", + "\n", + "$$\\hat{p} = \\frac{n_{favs}}{n_{customers}}$$\n", + "\n", + "Apparently, if we treat this \"proportion of likes\"\n", + "as a surrogate measure of the likeability of a store, \n", + "this should give us an intrinsic measure of how good the store is.\n", + "\n", + "Right??" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Exercise\n", + "\n", + "We're going to see how that could be a difficult thing to justify.\n", + "\n", + "Add a new column to the dataframe that adds a naive estimation of $p$, i.e. $\\hat{p}$, for each store.\n", + "\n", + "Some hints:\n", + "\n", + "- You are _definitely_ going to worry about the case where `num_customers = 0`, and come up with a principled solution for that.\n", + " - Your two choices, basically, are to call it 0, or call it some `null` type." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import janitor\n", + "import numpy as np\n", + "\n", + "from bayes_tutorial.solutions.estimation import naive_estimate\n", + "\n", + "# My answer:\n", + "estimated_p = naive_estimate(data)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Your dataframe should look something like this.\n", + "estimated_p" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Exercise\n", + "\n", + "If you chose `0` as the calculated value of $\\hat{p}$ when `num_customers = 0`,\n", + "what might you have to be careful about later on?\n", + "\n", + "If you chose `np.nan` (or some other equivalent `null` representation)\n", + "as your calculated value of $\\hat{p}$ when `num_customers = 0`,\n", + "what might you have to be careful about later on?" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Put in your answer in between the triple quotes below.\n", + "ans = \"\"\"\n", + "Your answer here.\n", + "\"\"\"\n", + "\n", + "# My answer is below. Uncomment to read it, or read it at the end.\n", + "from bayes_tutorial.solutions.estimation import assumptions\n", + "\n", + "# print(assumptions())" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Constructing Two-Group Estimation Models\n", + "\n", + "To illustrate how to progress from \"one group estimation\" to \"multi-group estimation\",\n", + "we are going to stop by two-group estimation." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### One-group estimation\n", + "\n", + "To construct a so-called one-group estimation model,\n", + "let's build a $p$ estimation model for one of the stores,\n", + "say, \"Gimpy periwinkle bombay\"." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "store_data = estimated_p.query(\"shopname == 'Gimpy periwinkle bombay'\")\n", + "store_data" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Build Model\n", + "\n", + "Remember the protocol for building models:\n", + "start from a good likelihood distribution that describes the observed data,\n", + "and work backwards to the key parameters of interest.\n", + "The best distribution story for the sum of 1/0 trials\n", + "is the Binomial distribution.\n", + "It takes in two parameters, `n` and `p`.\n", + "`n` is known in the data,\n", + "but `p` is the intrinsic property\n", + "that we are trying to model." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import pymc3 as pm\n", + "\n", + "with pm.Model() as one_group_model:\n", + " p = pm.Beta(\"p\", alpha=2, beta=2)\n", + " like = pm.Binomial(\n", + " \"like\",\n", + " n=store_data[\"num_customers\"],\n", + " p=p,\n", + " observed=store_data[\"num_favs\"]\n", + " )" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In graphical form, this model looks like the following:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from bayes_tutorial.solutions.estimation import ice_cream_one_group_pgm\n", + "\n", + "ice_cream_one_group_pgm()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Sample from Posterior\n", + "\n", + "Now, we can hit the inference button!\n", + "\n", + "(It helps to give the trace object an informative name though,\n", + "so let's call it something other than a generic `trace`.)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "with one_group_model:\n", + " trace_one_group = pm.sample(2000)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Visualize Posterior Distribution\n", + "\n", + "Let's now visualize the posterior distribution of `p`!" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import arviz as az\n", + "\n", + "az.plot_posterior(trace_one_group)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Build Model\n", + "\n", + "Now, let's build the two-group version of this model." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "estimated_p" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import pymc3 as pm\n", + "\n", + "wanted_stores = [\"Crabby smalt walrus\", \"Gimpy periwinkle bombay\"]\n", + "two_store_data = estimated_p.query(\"shopname in @wanted_stores\")\n", + "\n", + "with pm.Model() as two_group_model:\n", + " p = pm.Beta(\"p\", alpha=2, beta=2, shape=(len(two_store_data),))\n", + " like = pm.Binomial(\"like\", n=two_store_data[\"num_customers\"], p=p, observed=two_store_data[\"num_favs\"])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The key here is to express the \"sample dimension\" in the shape of the `p` random variable.\n", + "\n", + "As a graphical model, this model looks like the following:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from bayes_tutorial.solutions.estimation import ice_cream_n_group_pgm\n", + "\n", + "ice_cream_n_group_pgm()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The new thing that might look different from what you've seen before thus far\n", + "is the rectangle box.\n", + "This is known as a _plate_.\n", + "The _plate_ indicates that there's a \"cloning\" of the random variables.\n", + "Instead of one `p` and one `likes`, there are `n_shops` times as many." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Sample from Posterior\n", + "\n", + "Now, let's use the PyMC3 Inference Button (tm) to sample from the joint posterior distribution." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import arviz as az\n", + "\n", + "with two_group_model:\n", + " trace_two_group = pm.sample(2000)\n", + " trace_two_group = az.from_pymc3(\n", + " trace_two_group,\n", + " coords={\"p_dim_0\": two_store_data[\"shopname\"]}\n", + " )" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "A convention to remember here: When you have an RV that has a shape axis, ArviZ will automatically append a `_dim_0` to the end of it in the resulting xarray coordinate system.\n", + "\n", + "As such, if you want to conveniently guarantee that the store labels (the true coordinates) are displayed in the posterior distribution plots, you must pass them in when converting the trace from a PyMC3 trace object into an ArviZ `InferenceData` object." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Visualize Posterior Distribution" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "az.plot_posterior(trace_two_group);" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Forest Plot\n", + "\n", + "The \"forest plot\" is a _compact_ visual representation of posterior distributions.\n", + "Let's take a look at how to use it." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "az.plot_forest(trace_two_group);" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Interpreting forest plots\n", + "\n", + "- The circle is the median\n", + "- The thick bars indicate the inter-quartile range\n", + "- The thin bars indicate the 94th percentile range (3-97)\n", + "- There are four bars because each of them indicate one MCMC chain." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Interpreting in context of the problem\n", + "\n", + "Our goal here was to rank-order the stores.\n", + "\n", + "With the model, we can rank-order the stores according to quantiles of the posterior distribution.\n", + "\n", + "- By the median, the store Crabby smalt walrus is better than the Gimpy periwinkle bombay store.\n", + "- By the uppper bound (97th percentile), the same holds.\n", + "- By the lower-bound (3rd percentile), the same still holds.\n", + "\n", + "Hence, we should be quite confident that Crabby smalt walrus >> Gimpy periwinkle bombay." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Probability of Superiority\n", + "\n", + "Another approach that we can take to comparing two stores\n", + "is to calculate the \"probability of superiority\" of one store over the other.\n", + "Given samples from the posterior distribution, this is trivial to calculate.\n", + "Over all pairs of samples taken, we simply have to ask\n", + "in what fraction of samples does one store have a higher `p` than the other.\n", + "\n", + "This is a pretty useful way of directly comparing two posterior distributions to one another." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "store1 = trace_two_group.posterior.stack(dimensions={\"draws\": (\"chain\", \"draw\")})[\"p\"].sel(p_dim_0=\"Gimpy periwinkle bombay\")\n", + "store2 = trace_two_group.posterior.stack(dimensions={\"draws\": (\"chain\", \"draw\")})[\"p\"].sel(p_dim_0=\"Crabby smalt walrus\")\n", + "\n", + "np.sum(store1 > store2) / len(store1)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "As we can see, the probability that the store \"Gimpy periwinkle bombay\" is better than \"Crabby smalt walrus\" is basically nothing.\n", + "This same pattern shows up in the forest plot." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Exercise: Extend the model to 4 stores\n", + "\n", + "We're now going to build a model that can handle more than just two stores, but an arbitrary number of stores.\n", + "\n", + "In order to test-drive the construction of the estimation model,\n", + "we are going to start by ensuring that the model works on just four stores,\n", + "but you should write it in such a way that it can work with _any_ number of stores." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "wanted_stores = [\n", + " \"Crabby smalt walrus\",\n", + " \"Gimpy periwinkle bombay\",\n", + " \"Beady razzmatazz jaguar\",\n", + " \"Snazzy auburn skunk\"\n", + "]\n", + "\n", + "four_store_data = estimated_p.query(\"shopname in @wanted_stores\")\n", + "four_store_data" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "four_store_data" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "def ice_cream_store_model(data: pd.DataFrame) -> pm.Model:\n", + " with pm.Model() as model:\n", + " # Your answer here.\n", + " pass\n", + " return model\n", + "\n", + "from bayes_tutorial.solutions.estimation import ice_cream_store_model" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "with ice_cream_store_model(four_store_data):\n", + " trace_four_store = pm.sample(2000)\n", + " trace_four_store = az.from_pymc3(trace_four_store, coords={\"p_dim_0\": four_store_data[\"shopname\"]})" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "az.plot_forest(trace_four_store)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Interpretation in context\n", + "\n", + "If you remember the data, the store _Snazzy auburn skunk_ had a rating of 1 like out of 1 response.\n", + "On a naive, point estimate, 1.0 would be its score for `p`,\n", + "but we would probably be left being quite dissatisfied with ranking it first.\n", + "After all, there is (qualitatively speaking) very little information available in 1 vote.\n", + "\n", + "With a Bayesian posterior, we now would rank _Snazzy auburn skunk_ in 3rd place according to the median and 3rd percentile,\n", + "and 2nd place according to the upper bound 97th percentile of the posterior.\n", + "Already, the benefits of a Bayesian approach to rank-ordering stores is visible:\n", + "in this particular case, a weakly informative prior distribution helped us regulate the posterior estimates\n", + "(this is called \"regularization\")\n", + "away from extreme values.\n", + "\n", + "The posterior distribution width also quantitatively describes how uncertain we are;\n", + "**the larger the width of the posterior distribution, the greater the uncertainty.**\n", + "This is something worth keeping in mind!\n", + "\n", + "\n", + "_A microbiome professionals might chime in and remind us to analyze our posteriors -- they're very informative!_" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Exercise: Probability of superiority\n", + "\n", + "Calculate the probability of superiority of Gimpy periwinkle bombay over Snazzy auburn skunk." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "store1 = trace_four_store.posterior.stack(dimensions={\"draws\": (\"chain\", \"draw\")})[\"p\"].sel(p_dim_0=\"Gimpy periwinkle bombay\")\n", + "store2 = trace_four_store.posterior.stack(dimensions={\"draws\": (\"chain\", \"draw\")})[\"p\"].sel(p_dim_0=\"Snazzy auburn skunk\")\n", + "\n", + "np.sum(store1 > store2) / len(store1)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "According to the posterior distributions, Gimpy periwinkle bombay has about a 90% probability of superiority over Snazzy auburn skunk." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Bonus Exercise\n", + "\n", + "Write a function that takes in the posterior distribution trace\n", + "and returns a pandas DataFrame with their $k^{th}$ percentiles,\n", + "which we can rank-order after-the-fact. \n", + "(i.e. don't return ranks!)\n", + "\n", + "Some hints:\n", + "\n", + "- You might need to be familiar with `xarray`'s API in order to work through this problem.\n", + "- The class methods that you are interested in are probably `stack` and `quantile`." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from bayes_tutorial.solutions.estimation import posterior_quantile\n", + "\n", + "quantiles = posterior_quantile(trace_four_store, q=[0.03, 0.5, 0.97])\n", + "quantiles" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "quantiles.unstack().rank()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Rank-order all stores\n", + "\n", + "Now that you've built a model that can generalize across multiple samples,\n", + "I'd like to invite you to go ahead and rank-order all stores." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Sample from posterior of model that knows about all stores.\n", + "\n", + "# Your answer below:\n", + "\n", + "\n", + "# The \"correct\" answer is here:\n", + "from bayes_tutorial.solutions.estimation import trace_all_stores\n", + "trace = trace_all_stores(data)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "quantiles = posterior_quantile(trace, q=[0.03, 0.5, 0.97])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Based on each of the quantiles, is there a clear winner?" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "quantiles.unstack().rank().sort_values((\"p\", 0.97))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "quantiles.unstack().rank().sort_values((\"p\", 0.03))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Summary\n", + "\n", + "In this chapter, we went a little deeper into the Bayesian workflow. Here's what you've learned from this chapter.\n", + "\n", + "Firstly, you learned how to extend an estimation model that worked with \"single\" samples,\n", + "to performing \"multiple estimation\", in which you estimated a key parameter for multiple samples.\n", + "The key idea here was to learn how to use vectorized syntax.\n", + "\n", + "Secondly, you learned a bit of workflow.\n", + "Before we went ahead and built a model to be fit on _all samples_,\n", + "we built the model in such a way that it could handle _some_ of the samples.\n", + "Only after checking that we could perform posterior sampling on _some_ of the samples\n", + "did we then apply the model across _all_ of the samples.\n", + "\n", + "Thirdly, you learned how to handle summary values from the posterior distribution trace.\n", + "This includes calculating quantiles of the posterior.\n", + "You can calculate means, standard deviations, and more,\n", + "but practically speaking, simple quantiles are already quite expressive.\n", + "`xarray` syntax is something you will want to become very familiar with,\n", + "as `xarray` provides idiomatic high-dimensional data structures\n", + "that are useful for storing Bayesian posterior calculations.\n", + "\n", + "Some of the things that should have stood out here are that\n", + "we did not make binary/discretized decisions, \n", + "like ranking things, early on. \n", + "Instead, we deferred them\n", + "until the full posterior distributions were calculated.\n", + "Only then did we try to organize what we concluded." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Next chapter\n", + "\n", + "In the next chapter, we're going to solve some of the unsatisfying parts of this model.\n", + "In particular, if you remember some of those \"really wide\" posterior distributions\n", + "that have a ton of uncertainty in them and can recall yourself being distinctly dissatisfied with them,\n", + "then the next chapter might help resolve some of that lingering dissatisfaction!" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "bayesian-modelling-tutorial", + "language": "python", + "name": "bayesian-modelling-tutorial" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.5" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/docs/intermediate/hierarchical.ipynb b/docs/intermediate/hierarchical.ipynb new file mode 100644 index 0000000..6599aa2 --- /dev/null +++ b/docs/intermediate/hierarchical.ipynb @@ -0,0 +1,862 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2\n", + "%matplotlib inline\n", + "%config InlineBackend.figure_format = 'retina'" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Introduction" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In the previous chapter, you saw how to build what we might call \"multiple\" estimation models.\n", + "In the example we've been working through, we have gone from\n", + "estimationg $p$ for a single store to estimating $p$ for 1400+ stores.\n", + "\n", + "Something that you might have noticed is that\n", + "some of the stores had really wide posterior distribution estimates.\n", + "Depending on your beliefs about the world,\n", + "this might be considered quite dissatisfying.\n", + "We might ask, for example, are there really no pieces of information in the data\n", + "that we might leverage to make more informed inferences\n", + "about the true like-ability of an ice cream shop?\n", + "\n", + "Well, if you remember in the dataset,\n", + "there was another column that we did not use, `owner_idx`.\n", + "Let's see if that column might be of any use for us." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from bayes_tutorial.data import load_ice_cream" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "data = load_ice_cream()\n", + "data.head()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import janitor\n", + "import numpy as np\n", + "\n", + "naive_p = (\n", + " data\n", + " .join_apply( # calculate naive_p\n", + " lambda x: \n", + " x[\"num_favs\"] / x[\"num_customers\"] \n", + " if x[\"num_favs\"] > 0 \n", + " else np.nan, \n", + " new_column_name=\"naive_p\"\n", + " )\n", + ")\n", + "\n", + "(\n", + " naive_p\n", + " .groupby(\"owner_idx\")\n", + " .agg({\"naive_p\": [\"mean\", \"count\", \"std\"]})\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import seaborn as sns\n", + "\n", + "sns.swarmplot(data=naive_p, y=\"naive_p\", x=\"owner_idx\");" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "With the visualization, it seems to me that that each of the owners might have a \"characteristic\" $p$,\n", + "and that each of the owners might also have its own characteristic degree of variability amongst stores." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Data Generating Process\n", + "\n", + "If we were to re-think our data generating process, we might suggest a slightly modified story.\n", + "\n", + "Previously, we thought of our data generating process as follows:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from bayes_tutorial.solutions.estimation import ice_cream_n_group_pgm, ice_cream_one_group_pgm\n", + "\n", + "ice_cream_n_group_pgm()\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Here, each shop has its own $p$, and that generates its own \"likes\".\n", + "Each $p_i$ is drawn from its own Beta distribution,\n", + "configured with a common $\\alpha$ and $\\beta$.\n", + "\n", + "What if we tried to capture the idea that each shop draws its $p$ from its owners?\n", + "Here's where the notion of hierarchical models comes in!" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Hierarchical Models\n", + "\n", + "In a \"hierarchical\" version of the ice cream shop model,\n", + "we try to express the idea that not only does each shop have its own $p$,\n", + "it's $p$ is somehow conditionally dependent on its owner's $p$.\n", + "\n", + "More generally, with a hierarchical model,\n", + "we impose the assumption\n", + "that each sample draws its key parameters from a \"population\" distribution.\n", + "Underlying this assumption is the idea\n", + "that \"things from the same group should be put together\".\n", + "\n", + "If we ignored (for a moment) the \"fixed\" variables,\n", + "then the hierarchical model would look something like this:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from bayes_tutorial.solutions.hierarchical import hierarchical_p\n", + "\n", + "hierarchical_p()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Here, we are expressing the idea that each shop $i$ draws its $p_{j, i}$ from its the $p_{j}$ associated with its owner $j$,\n", + "and that its owner $p_{j}$ draws from a population $p$ distribution governing all owners.\n", + "\n", + "In theory, this is really cool.\n", + "But implementing this is kind of difficult,\n", + "if we think more closely about the structure we've used thus far.\n", + "With Beta distributions as priors,\n", + "we might end up with a very convoluted structure instead:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from bayes_tutorial.solutions.hierarchical import convoluted_hierarchical_p\n", + "\n", + "convoluted_hierarchical_p()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "I'm not sure how you feel looking at that PGM diagram,\n", + "but at least to me, it looks convoluted.\n", + "I'd find it a hassle to implement.\n", + "Also, I wouldn't be able to bake in interpretability into the model\n", + "by directly mapping key parameter values to quantities of interest.\n", + "\n", + "The key problem here is that of _parameterization_.\n", + "By _directly_ modelling $p$ with a Beta distribution,\n", + "we are forced to place priors on the $\\alpha$ and $\\beta$ parameters\n", + "of the Beta distribution.\n", + "That immediately precludes us\n", + "from being able to model the \"central tendencies\"\n", + "of owner-level shop ratings.\n", + "\n", + "To get around this, I'm going to introduce you to this idea\n", + "of transforming a random variable,\n", + "which is immensely helpful in modelling tasks." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Transformations of random variables\n", + "\n", + "In our application,\n", + "being able to model directly the \"central tendency\" of the $p$,\n", + "for each shop and owner, matters a lot.\n", + "\n", + "A Beta distribution parameterization does not allow us\n", + "to model $p$ with \"central tendencies\" directly.\n", + "\n", + "On the other hand, if we were to \"transform\" the random variable $p$,\n", + "which has bounded support between 0 and 1,\n", + "into a regime that did not have a bounded support,\n", + "we could conveniently use Gaussian distributions,\n", + "which have central tendency parameters that we can model\n", + "using random variables directly.\n", + "\n", + "### Logit Transform\n", + "\n", + "One such transformation for a random variable that is bounded\n", + "is the **logit transform**.\n", + "In math form, given a random variable $p$ that is bounded in the $[0, 1]$ interval,\n", + "the logit transformation like this:\n", + "\n", + "$$f(p) = \\log(\\frac{p}{1-p})$$\n", + "\n", + "To help you understand a bit of the behaviour of the logit function, here it is plotted:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import matplotlib.pyplot as plt\n", + "from scipy.special import logit\n", + "import seaborn as sns\n", + "\n", + "p = np.linspace(0, 1, 1000)\n", + "logit_p = logit(p)\n", + "fig, ax = plt.subplots(figsize=(3, 3))\n", + "plt.plot(p, logit_p)\n", + "plt.xlabel(\"p\")\n", + "plt.ylabel(\"logit(p)\")\n", + "sns.despine();" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Properties of the Logit Transformation\n", + "\n", + "As you can see, the logit transformation function maps values of $p$,\n", + "which live on the interval between 0 and 1,\n", + "onto an interval that is in the interval $(-\\infty, \\infty)$.\n", + "\n", + "It starts with the **odds ratio** term, which is $\\frac{p}{1-p}$,\n", + "which is a ratio of the probability of getting an outcome\n", + "to the probability of not getting the outcome.\n", + "We then take the odds ratio, and log-transform it.\n", + "When the probability of obtaining an outcome is less than 0.5,\n", + "we end up in the negative regime,\n", + "and when the probability of obtaining an outcome is greater than 0.5,\n", + "we end up in the positive regime.\n", + "\n", + "Remember also that we desired a way to model the central tendencies of our random variables,\n", + "and so a highly natural choice here is to use the Gaussian distribution,\n", + "which has a central tendency parameter $\\mu$.\n", + "And since the logit of $p$ has infinite support,\n", + "we can use a distribution that has infinite support to model it.\n", + "As such, we can instantiate a random variable for the _logit transformed version of $p$_,\n", + "and then use the inverse logit transformation （also known as the `expit` function in `scipy.special`)\n", + "to take it back to bounded $(0, 1)$ space,\n", + "which we can then use for our Binomial likelihood function for the data." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Exercise: Explore the transformation\n", + "\n", + "Use the widgets below to explore how the transformation between the logit ($f(p)$) and original $p$ maps onto one another." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from bayes_tutorial.solutions.hierarchical import plot_mu_p\n", + "from ipywidgets import interact, FloatSlider\n", + "\n", + "mu = FloatSlider(value=0.5, min=-3, max=3, step=0.1)\n", + "sigma = FloatSlider(value=1, min=0.1, max=5, step=0.1)\n", + "\n", + "interact(plot_mu_p, mu=mu, sigma=sigma);" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "You should notice a few things:\n", + "\n", + "1. $\\mu$ controls the central tendency of the bounded space $p$.\n", + "2. $\\sigma$ controls the variance of the bounded space $p$.\n", + "\n", + "With this transformation trick, it's possible to model both the central tendencies and the variance _directly_!\n", + "\n", + "Let's see how this can get used, by redoing our model's PGM with the alternative parametrization." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from bayes_tutorial.solutions.hierarchical import hierarchical_pgm\n", + "\n", + "hierarchical_pgm()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "How do we read this new PGM?\n", + "\n", + "This is how we read it.\n", + "\n", + "- The \"red\" random variables are transformed versions of $p$ from their respective $\\mu$s.\n", + "- The $\\mu$s are hierarchically related, which gives us the central tendencies.\n", + "- The uncertainty in $\\mu$ values (at all levels) are modeled by a variance term.\n", + "- Some of the variance terms are fixed, while others are modelled by a random variable; this is a modelling choice.\n", + " - In setting up this problem I had this idea that analyzing the variance term of each owner might be handy, so I've included it in." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Hierarchical model\n", + "\n", + "Here is the hierarchical model written down in PyMC3." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from bayes_tutorial.solutions.hierarchical import ice_cream_hierarchical_model\n", + "ice_cream_hierarchical_model??" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "model = ice_cream_hierarchical_model(data)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "data[\"owner_idx\"].sort_values().unique()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import arviz as az\n", + "import pymc3 as pm\n", + "\n", + "with model:\n", + " trace = pm.sample(2000, tune=2000)\n", + " trace = az.from_pymc3(\n", + " trace,\n", + " coords={\n", + " \"p_shop_dim_0\": data[\"shopname\"],\n", + " \"logit_p_shop_dim_0\": data[\"shopname\"],\n", + " \"logit_p_owner_scale_dim_0\": data[\"owner_idx\"].sort_values().unique(),\n", + " \"p_owner_dim_0\": data[\"owner_idx\"].sort_values().unique(),\n", + " \"logit_p_owner_mean\": data[\"owner_idx\"].sort_values().unique(),\n", + " },\n", + " )" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "I am going to ask you to ignore the warnings about divergences for a moment, we will get there in the next chapter!" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "az.plot_trace(trace, var_names=[\"p_owner\"]);" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "az.plot_posterior(trace, var_names=[\"p_owner\"]);" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Interpretation In Context" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Owner-level $p$\n", + "\n", + "Analysis of the posterior $p$s for the **owners** tells us that different owners have different characteristic $p$.\n", + "\n", + "We can see this from the forest plot below:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "az.plot_forest(trace, var_names=[\"p_owner\"]);" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Here, it seems clear to me that the shops belonging to owners 2, 3 and 5 are generally unfavourable,\n", + "while the shops belonging to owners 6, 7 and 8 are the best.\n", + "\n", + "Of worthy mention is owner 8, which is actually the set of independently-owned shops.\n", + "Those shops are, in general, very well-rated." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Analysis of Variation\n", + "\n", + "I mentioned earlier that I thought that the variance of the owners' characteristic logits might be interesting to analyze,\n", + "and the reason is as such:\n", + "If an owner's estimated $\\sigma$ is large, that means that the shops might be quite _inconsistent_ in how much customers like them.\n", + "If customer service is the primary driver of how good their customers like them,\n", + "then that could be actionable information for owners to tighten up on customer service training.\n", + "\n", + "At the same time, a tight distribution (small $\\sigma$) coupled with poor ratings means something systematically bad might be happening.\n", + "\n", + "Well, enough with the hypothesizing, let's dive in." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "az.plot_forest(trace, var_names=[\"logit_p_owner_scale\"]);" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We might want to plot the _joint_ posterior distributions for each of the owners' $p$ and $\\sigma$." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "locations = trace.posterior[\"p_owner\"].to_dataframe().unstack(-1)\n", + "scales = trace.posterior[\"logit_p_owner_scale\"].to_dataframe().unstack(-1)\n", + "locations" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "for i in range(9):\n", + " plt.scatter(locations[(\"p_owner\", i)], scales[(\"logit_p_owner_scale\", i)], alpha=0.3, label=f\"{i}\")\n", + "plt.xlabel(\"owner p\")\n", + "plt.ylabel(\"owner $\\sigma$\")\n", + "sns.despine()\n", + "plt.legend();" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "By plotting the full posterior distribution of owner $\\sigma$ against owner $p$,\n", + "we can immediately see how some owners are really good (to the right on the $p$ axis)\n", + "and very consistent (closer to the bottom on the $\\sigma$ axis).\n", + "\n", + "You might also notice that some of the shapes above look \"funnel-like\".\n", + "I have intentionally placed this plot here\n", + "as a foreshadowing of what we'll be investigating in the next chapter,\n", + "and it's related to the divergences that we saw above.\n", + "Those are what we will be diving deeper into later!" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Interpretation In Context\n", + "\n", + "By plotting the $p$ of the owner against the posterior distribution variance,\n", + "we can visualize the two pointers made above in a way that communicates really clearly\n", + "which owners might need help.\n", + "\n", + "Qualitatively-speaking, owners would ideally want to be in the bottom right quadrant of the plot.\n", + "That is where ratings are high and there's very little variability.\n", + "Owner 7 fits that bill very nicely, as does owner 6.\n", + "The independent shops are overall very highly rated, but they aren't very consistent;\n", + "this is the top-right quadrant of the plot.\n", + "\n", + "The worst place to be in is the bottom-left: poor customer ratings, and consistently so.\n", + "We might devise further hypotheses as to why:\n", + "bad hygiene standards,\n", + "lack of training across the board,\n", + "some other historical factor etc." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Analysis of Individual Shops\n", + "\n", + "One of the promises of using a Bayesian hierarchical model here\n", + "is the ability to draw _tentative_ conclusions,\n", + "conditioned on our model's assumptions,\n", + "about the state of certain shops\n", + "_even in the low or zero data regime_.\n", + "In the machine learning world,\n", + "one might claim that this is a form of transfer learning,\n", + "or that it is form of one-shot learning.\n", + "I'd prefer not to be quoted on that,\n", + "so I'll just call it what it actually is:\n", + "inference about the state of the world." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### A comparison of naive, bayesian estimated, and shop-level $p$s\n", + "\n", + "One thing we are going to do here is extract out the naive estimates,\n", + "which will contain nulls because of a lack of data,\n", + "the Bayesian estimated $p$s, which will be fully populated,\n", + "and compare them both against the shop-level $p$s.\n", + "We should see the effects of a hierarchical model here:\n", + "for each store, the $p$ will be centered on the owner's $p$,\n", + "but there will be variation around it.\n", + "\n", + "The next few code cells will explicitly show how we gather out the necessary summary statistics,\n", + "while also highlighting the use of `pyjanitor`,\n", + "a library that I have developed to munge data with a clean, Pythonic API.\n", + "\n", + "Firstly, we grab out the Bayesian estimates from the posterior samples." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import janitor\n", + "\n", + "bayesian_estimates = (\n", + " trace.posterior\n", + " .stack(draws=(\"chain\", \"draw\"))\n", + " .median(dim=\"draws\")\n", + " [\"p_shop\"]\n", + " .to_dataframe()\n", + " .reset_index()\n", + " .rename_column(\"p_shop_dim_0\", \"shopname\")\n", + " .rename_column(\"p_shop\", \"bayesian_p\")\n", + " .set_index(\"shopname\")\n", + ")\n", + "bayesian_estimates" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Next, we grab out the owner-level $p$.\n", + "In principle I would have used the posterior distribution,\n", + "but a naive estimate quickly calculated from the naive data\n", + "will be very close in our case.\n", + "(If you have the notebooks open in Binder,\n", + "you should definitely give it a shot\n", + "extracting the estimates from the posterior samples instead!)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "owner_p = (\n", + " naive_p\n", + " .groupby_agg(\"owner_idx\", new_column_name=\"owner_p\", agg_column_name=\"naive_p\", agg=\"mean\")\n", + " .set_index(\"shopname\")\n", + " .select_columns([\"owner_p\"])\n", + ")\n", + "owner_p" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Finally, let's join everything together into a single DataFrame." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "shrinkage = (\n", + " naive_p\n", + " .set_index(\"shopname\")\n", + " .select_columns([\"naive_p\", \"owner_idx\"])\n", + " .join(bayesian_estimates)\n", + " .join(owner_p)\n", + ")\n", + "shrinkage" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Already, one of the advantages of a Bayesian estimate shows up:\n", + "we are able to fill in the NaN values left behind by a naive estimate\n", + "when no data are available.\n", + "How was this possible?\n", + "It was possible because the _structure_ of our model\n", + "presumed that each store drew its $\\mu$ (and hence $p$) from the owner's $\\mu$ (and hence $p$),\n", + "thus we obtain an estimate for the store,\n", + "which will look similar to the owner's $p$.\n", + "\n", + "Let's visualize a comparison of the Bayesian $p$ estimates\n", + "against the naive and store-level $p$ estimates. \n", + "We are going to construct a \"shrinkage\" plot.\n", + "(This is a diagnostic plot you can use\n", + "to help others visualize the comparison\n", + "we are about to go through.)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from ipywidgets import Dropdown\n", + "\n", + "owner_idx = Dropdown(options=list(range(9)), description=\"Owner\")\n", + "owner_idx\n", + "\n", + "@interact(owner_idx=owner_idx)\n", + "def plot_shrinkage(owner_idx):\n", + " data = (\n", + " shrinkage\n", + " .query(\"owner_idx == @owner_idx\")\n", + " .select_columns([\"naive_p\", \"bayesian_p\", \"owner_p\"])\n", + " )\n", + " nulls = (\n", + " data.dropnotnull(\"naive_p\")\n", + " )\n", + " non_nulls = (\n", + " data.dropna(subset=[\"naive_p\"])\n", + " )\n", + " fig, axes = plt.subplots(figsize=(8, 4), nrows=1, ncols=2 , sharey=True, sharex=True)\n", + " non_nulls.T.plot(legend=False, color=\"blue\", alpha=0.1, marker='o', ax=axes[1], title=\"has data\",)\n", + " nulls.T.plot(legend=False, color=\"blue\", alpha=0.1, marker='o', ax=axes[0], title=\"no data\")\n", + " axes[0].set_ylabel(\"Estimated $p$\")\n", + " \n", + " sns.despine()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The left plot shows the estimates for shops that have zero data.\n", + "Rather than estimate that its performance is unknowable,\n", + "we estimate that each shop's performance will be pretty close to\n", + "the owner-level $p$.\n", + "\n", + "The right plot shows the estimates for shops that _do_ have data.\n", + "Those shops that have 1 out of 1 or 0 out of 1 no longer are estimated to have\n", + "a rating of 100% or 0% (respectively),\n", + "but rather are estimated to have their ratings closer to the owner's $p$.\n", + "\n", + "As you should be able to see, the Bayesian estimates for store's $p$\n", + "are _shrunk_ towards the owner-level $p$ estimates\n", + "relative to the naive $p$ estimates.\n", + "This phenomena is called \"shrinkage\".\n", + "\n", + "Shrinkage in and of itself is a neutral thing.\n", + "Whether it is \"good\" or \"bad\" depends on the problem being solved.\n", + "In this case, I might consider shrinkage to be good,\n", + "because it is preventing us from giving wildly bad guesses." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Where might the hierarchical modelling assumption be a bad thing?\n", + "\n", + "In this chapter, we have gone in-depth about how hierarchical modelling can be a useful tool\n", + "to mathematically bake in the assumption that \"birds of a feather flock together\".\n", + "When this modelling assumption has no _serious_ detrimental effects,\n", + "it could be handy.\n", + "\n", + "On the other hand, in an article titled [Meet the Secret Algorithm That's Keeping Students Out of College][wired] on Wired,\n", + "a highly revealing paragraph illuminated for me one scenario where this assumption could instead be potentially highly detrimental.\n", + "\n", + "The backdrop here is that in 2020, because of the COVID-19 outbreak, International Baccalaureate examinations worldwide were cancelled,\n", + "and so the IB board had to come up with a method to grade students.\n", + "Other standardized testing exams, such as the Cambridge University's GCEs and the SATs,\n", + "just went ahead with online tests,\n", + "but the IB board went with a model instead:\n", + "\n", + "> The idea was to use prior patterns to infer what a student would have scored in a 2020 not dominated by a deadly pandemic. IB did not disclose details of the methodology but said grades would be calculated based on a student’s assignment scores, predicted grades, and historical IB results from their school. The foundation said grade boundaries were set to reflect the challenges of remote learning during a pandemic. For schools where historical data was lacking, predictions would build on data pooled from other schools instead.\n", + "\n", + "Grading individual students using information from their school;\n", + "borrowing information from other schools where not enough historical information for a school was present...\n", + "These all sound oddly familiar to the kind of thing we've done with ice cream shops.\n", + "The only thing here is that the consequences of using a model could be heavily life-shaping for individual students.\n", + "Also, the amount of agency afforded to the individual students to influence their grades on a final exam is removed.\n", + "I'm going to withold judgment on whether that is good or bad,\n", + "though I will state my personal preference for consistently good performance over a long run\n", + "rather than one-time tests that may be subject to a lot of noise.\n", + "\n", + "Here, the use of a model may fundamentally be an unfair idea,\n", + "if we cannot disentangle long-run performance from confounders in the data.\n", + "What are your thoughts after reading the article?\n", + "\n", + "[wired]: https://www.wired.com/story/algorithm-set-students-grades-altered-futures/" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Saving posterior traces\n", + "\n", + "Knowing how to save posterior distribution traces is really handy,\n", + "as it allows us the chance to examine and compare model posterior distributions\n", + "given different model structures.\n", + "(That is what we'll be going through in the next notebook.)\n", + "\n", + "Let's see how to use ArviZ to do this." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from pyprojroot import here\n", + "\n", + "save_path = here() / \"data/ice_cream_shop_hierarchical_posterior.nc\"\n", + "az.to_netcdf(trace, save_path)" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "bayesian-modelling-tutorial", + "language": "python", + "name": "bayesian-modelling-tutorial" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.5" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/docs/intermediate/sampling.ipynb b/docs/intermediate/sampling.ipynb new file mode 100644 index 0000000..d5646f4 --- /dev/null +++ b/docs/intermediate/sampling.ipynb @@ -0,0 +1,560 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2\n", + "%matplotlib inline\n", + "%config InlineBackend.figure_format = 'retina'" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Introduction\n", + "\n", + "What happens when we hit the Inference Button (tm)? Is it gradient descent that is happening underneath the hood? What is this \"sampler\" we speak about, and what exactly is it doing?\n", + "\n", + "As we take a detour away from PyMC3 for a moment,\n", + "those fundamental questions are the questions\n", + "that we are going to go through in this chapter.\n", + "It's my hope that you'll enjoy peeling back the covers\n", + "on _some_ of what happens underneath the hood." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## In the beginning...\n", + "\n", + "First off, we must remember that with Bayesian statistical inference,\n", + "we are most concerned with computing the posterior distribution of parameters\n", + "conditioned on data, $P(H|D)$.\n", + "Here, $H$ refers to the parameter set and the model,\n", + "while $D$ refers to the data.\n", + "\n", + "Because it is a conditional distribution,\n", + "by invoking the rules of probability, where\n", + "\n", + "$$P(H,D)=P(H|D)P(D)=P(D|H)P(D)$$\n", + "\n", + "if you were to treat each of the $P$s as algebraic elements,\n", + "then a simple rearrangement gives us:\n", + "\n", + "$$P(H|D)=\\frac{P(D|H)P(H)}{P(D)}$$\n", + "\n", + "This, then, is Bayes' rule as applied to joint distributions\n", + "of data and model parameters.\n", + "\n", + "One hiccup shows here, though,\n", + "in that we cannot analytically know how to calculate $P(D)$.\n", + "The reason for this is that we don't have an analytical form\n", + "for the probability distribution of how data could have been configured.\n", + "In practice, we treat that as a normalizing constant,\n", + "since philosophically, data are considered constant\n", + "while parameters are random variables. \n", + "Hence, our posterior distribution\n", + "is calculated as a proportionality term:\n", + "\n", + "$$P(H|D) \\propto P(D|H)P(H)$$" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Let's look at an illustration\n", + "\n", + "To make everything a bit more concrete, let's look at what I call\n", + "a \"simplest complex example\",\n", + "one that is not too hard to \"grok\" (geek slang for _understand_),\n", + "but one that is complex enough to be interesting.\n", + "\n", + "We're going to inspect this particular model:\n", + "\n", + "\n", + "$$\\mu_d \\sim N(\\mu=3, \\sigma=1)$$\n", + "$$\\sigma_d \\sim Exp(\\lambda=13)$$\n", + "$$d \\sim N(\\mu=\\mu_d, \\sigma=\\sigma_d)$$\n", + "\n", + "We have Gaussian-distributed data,\n", + "where the mean of the data distribution,\n", + "$\\mu_d$ is a Gaussian-distributed random variable\n", + "that has a configuration that specifies our prior belief about it\n", + "having not seen any data,\n", + "while the variance of the data distribution,\n", + "$\\sigma_d$ is an Exponentially-distributed random variable,\n", + "also configured in a way that specifies our prior without having seen any data.\n", + "\n", + "The model's PGM looks something like this:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from daft import PGM\n", + "\n", + "G = PGM()\n", + "G.add_node(\"mu\", content=r\"$\\mu$\")\n", + "G.add_node(\"sigma\", content=r\"$\\sigma$\", x=1)\n", + "G.add_node(\"d\", content=\"d\", x=0.5, y=-1)\n", + "\n", + "G.add_edge(\"mu\", \"d\")\n", + "G.add_edge(\"sigma\", \"d\")\n", + "G.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Exercise: Generative Model" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "def generative_model():\n", + " mu = norm(loc=8, scale=3).rvs()\n", + " sigma = expon(scale=3).rvs()\n", + " data = norm(loc=mu, scale=sigma).rvs()\n", + " return data" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Exercise: Joint log-likelihood\n", + "\n", + "Write down the joint log-likelihood between data and the model parameters under the pre-specified priors." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from scipy.stats import norm, expon\n", + "def log_like(mu, sigma, data):\n", + " mu_like = norm(loc=8, scale=1).logpdf(mu)\n", + " sigma_like = expon(scale=3).logpdf(sigma)\n", + " data_like = norm(loc=mu, scale=sigma).logpdf(data).sum() # sum is important!\n", + " return mu_like + sigma_like + data_like" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "def generate_data(n):\n", + " for i in range(n):\n", + " yield generative_model()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now, I'm going to give you some _actual_ data,\n", + "and I'd like you to propose a $\\mu$ and a $\\sigma$,\n", + "and then evaluate their joint log-likelihood with the data." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np\n", + "\n", + "true_mu = 2\n", + "true_sigma = 1\n", + "data = norm(true_mu, true_sigma).rvs(150)\n", + "log_like(-2, 1, data)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Let's plot how the log likelihood varies with $\\mu$ and $\\sigma$.\n", + "This will give us a great way to visualize the posterior distribution space." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from ipywidgets import interact, FloatSlider, IntSlider\n", + "import matplotlib.pyplot as plt\n", + "import seaborn as sns\n", + "\n", + "min_mu, max_mu = -3, 15\n", + "mu = FloatSlider(min=min_mu, max=max_mu, value=0, step=0.1, description=r\"$\\mu$\")\n", + "min_sigma, max_sigma = 0.1, 5\n", + "sigma = FloatSlider(min=min_sigma, max=max_sigma, value=1, step=0.1, description=r\"$\\sigma$\")\n", + "num_data = IntSlider(min=0, max=100, step=1, value=20, description=\"Num Data Points\")\n", + "\n", + "\n", + "@interact(mu=mu, sigma=sigma, num_data=num_data)\n", + "def plot_univariate_posterior(mu, sigma, num_data):\n", + " mu_range = np.linspace(min_mu, max_mu, 100)\n", + " sigma_range = np.linspace(min_sigma, max_sigma, 100)\n", + " d = data[0:num_data]\n", + " ll_sigma = [log_like(mu, s, d) for s in sigma_range]\n", + " ll_mu = [log_like(m, sigma, d) for m in mu_range]\n", + " fig, ax = plt.subplots(figsize=(8,4), nrows=1, ncols=2)\n", + " ax[0].plot(sigma_range, np.exp(ll_sigma))\n", + " ax[0].set_xlabel(\"$\\sigma$\")\n", + " ax[0].set_title(f\"$\\mu$ fixed at {mu}\")\n", + " ax[1].plot(mu_range, np.exp(ll_mu))\n", + " ax[1].set_xlabel(\"$\\mu$\")\n", + " ax[1].set_title(f\"$\\sigma$ fixed at {sigma}\")\n", + " ax[0].set_ylabel(\"log likelihood\")\n", + " sns.despine()\n", + " plt.tight_layout()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "If you're on the online version of this notebook, you'll have some sliders that you can play with.\n", + "\n", + "The first slider, $\\mu$, allows you to fix $\\mu$ at a particular value,\n", + "while letting $\\sigma$ vary.\n", + "The second slider, $\\sigma$, allows you to fix $\\sigma$ at a particular value,\n", + "while letting $\\mu$ vary.\n", + "On the y-axis of both is the joint log likelihood of the model and data,\n", + "but with $\\mu$ fixed with the data on the $\\sigma$ plot,\n", + "and with $\\sigma$ fixed with the data on the $\\mu$ plot.\n", + "\n", + "There's a few things you might want to note.\n", + "\n", + "Firstly, if you set Num Data to 0, you should see the joint log likelihood with no data, a.k.a. the prior log likelihood.\n", + "\n", + "Secondly, the parameter sliders for $\\mu$ and $\\sigma$ will allow you to \"fix\" a parameter value.\n", + "The plot on the left has $\\mu$ fixed, while the plot on the right has $\\sigma$ fixed.\n", + "In both cases, the data are also fixed at what was observed.\n", + "\n", + "Thirdly, as you add the number of data points used to evaluate the log likelihood,\n", + "you should see the true values of the parameters converge towards the true value,\n", + "conditioned on you setting the \"fixed\" parameter value (using the sliders) to the true value too.\n", + "When the \"fixed\" parameters are wrong, inference about the other parameter will be wrongn too.\n", + "This shows the importance of _jointly_ inferring the values." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Sampling: Metropolis-Hastings\n", + "\n", + "An easy-to-understand sampler that we can start with\n", + "is the Metropolis-Hastings sampler.\n", + "I first learned it in a grad-level computational biology class,\n", + "but I expect most statistics undergrads should have\n", + "a good working knowledge of the algorithm.\n", + "\n", + "Here's how the algorithm works,\n", + "shamelessly copied (and modified)\n", + "from the [Wikipedia article](https://en.wikipedia.org/wiki/Metropolis%E2%80%93Hastings_algorithm):\n", + "\n", + "- For each parameter $p$, do the following.\n", + "- Initialize an arbitrary point for the parameter (this is $p_t$, or $p$ at step $t$).\n", + "- Define a probability density $P(p_t)$, for which we will draw new values of the parameters. Here, we will use $P(p) = Normal(p_{t-1}, 1)$.\n", + "- For each iteration:\n", + " - Generate candidate new candidate $p_t$ drawn from $P(p_t)$.\n", + " - Calculate the likelihood of the data under the previous parameter value(s) $p_{t-1}$: $L(p_{t-1})$\n", + " - Calculate the likelihood of the data under the proposed parameter value(s) $p_t$: $L(p_t)$\n", + " - Calculate acceptance ratio $r = \\frac{L(p_t)}{L(p_{t-1})}$.\n", + " - Generate a new random number on the unit interval: $s \\sim U(0, 1)$.\n", + " - Compare $s$ to $r$.\n", + " - If $s \\leq r$, accept $p_t$.\n", + " - If $s \\gt r$, reject $p_t$ and continue sampling again with $p_{t-1}$.\n", + " \n", + "Because of a desire for convenience,\n", + "we could choose to use a normal distribution to sample all values.\n", + "However, that distribution choice is possibly going to bite us during sampling,\n", + "because the values that we could possibly sample for the $\\sigma$ parameter\n", + "can take on negatives,\n", + "but when a negative $\\sigma$ is passed\n", + "into the normally-distributed likelihood,\n", + "we are going to get computation errors!\n", + "This is because the scale parameter of a normal distribution\n", + "can only be positive, and cannot be negative or zero.\n", + "(If it were zero, there would be no randomness.)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Transformations as a hack\n", + "\n", + "The key problem here is that the support of the Exponential distribution\n", + "is bound to be positive real numbers only.\n", + "That said, we can get around this problem\n", + "simply by sampling amongst the unbounded real number space $(-\\inf, +\\inf)$,\n", + "and then transforming the number by a math function to be in the bounded space.\n", + "\n", + "One way we can transform numbers from an unbounded space\n", + "to a positive-bounded space\n", + "is to use the exponential transform:\n", + "\n", + "$$y = e^x$$\n", + "\n", + "For any given value $x$, $y$ will be guaranteed to be positive.\n", + "\n", + "And _voila_!\n", + "The key trick here was to **sample in unbounded space**,\n", + "but **evalute log-likelihood in bounded space**.\n", + "We call the \"unbounded\" space the _transformed_ space,\n", + "while the \"bounded\" space is the _original_ or _untransformed_ space.\n", + "We have implemented the necessary components\n", + "to compute posterior distributions on parameters!\n", + "\n", + "This is something that a probabilistic programming language, such as PyMC3, will do for you,\n", + "so you don't have to worry about transforming your random variables for sampling.\n", + "(That said, you still have to worry about transforming your RVs for model building,\n", + "as we have seen in the chapter on hierarchical modelling." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Putting things all together\n", + "\n", + "Let's see how we an implement a simple MCMC sampler,\n", + "one that uses the Metropolis-Hastings algorithm, for sampling.\n", + "\n", + "Follow along the block of code below:\n", + "_look at the comments for notes on the important bits!_" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from tqdm.autonotebook import tqdm\n", + "##### Read the code and commennts carefully! #####\n", + "\n", + "# Here, we initialize our \"guesses\" for mu and sigma.\n", + "mu_prev = np.random.normal()\n", + "sigma_prev = np.random.normal()\n", + "\n", + "# Keep a history of the parameter values and ratio.\n", + "mu_history = dict()\n", + "sigma_history = dict()\n", + "ratio_history = dict()\n", + "\n", + "for i in tqdm(range(1000)):\n", + " # We record the history of values on each loop.\n", + " mu_history[i] = mu_prev\n", + " sigma_history[i] = sigma_prev\n", + " \n", + " # Now, we propose new values centered on the previous values\n", + " mu_t = np.random.normal(mu_prev, 0.1)\n", + " sigma_t = np.random.normal(sigma_prev, 0.1)\n", + "\n", + " # Compute joint log likelihood\n", + " LL_t = log_like(mu_t, np.exp(sigma_t), data)\n", + " # NOTE: because sigma has to be positive, we apply an exponential transform\n", + " LL_prev = log_like(mu_prev, np.exp(sigma_prev), data)\n", + "\n", + " # Calculate the difference in log-likelihoods\n", + " # (or a.k.a. ratio of likelihoods)\n", + " diff_log_like = LL_t - LL_prev\n", + " if diff_log_like > 0:\n", + " ratio = 1\n", + " else:\n", + " # We need to exponentiate to get the correct ratio,\n", + " # since all of our calculations were in log-space\n", + " ratio = np.exp(diff_log_like)\n", + "\n", + " # Defensive programming check\n", + " if np.isinf(ratio) or np.isnan(ratio):\n", + " raise ValueError(f\"LL_t: {LL_t}, LL_prev: {LL_prev}\")\n", + "\n", + " # Ratio comparison step\n", + " ratio_history[i] = ratio\n", + " p = np.random.uniform(0, 1)\n", + " if ratio >= p:\n", + " mu_prev = mu_t\n", + " sigma_prev = sigma_t" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now, let's visualize how our sampling went." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import janitor\n", + "import pandas as pd\n", + "\n", + "trace = (\n", + " pd.DataFrame(\n", + " pd.Series(sigma_history, name=\"sigma\")\n", + " )\n", + " .join(\n", + " pd.Series(mu_history, name=\"mu\")\n", + " )\n", + " # We have to transform the sampled values into the correct space.\n", + " .transform_column(\"sigma\", np.exp)\n", + ")\n", + "\n", + "trace.plot();" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "It looks like we were able to recover the true $\\mu$ and $\\sigma$,\n", + "as well as estimate the uncertainty around their values!\n", + "\n", + "Notice how it took a couple few dozenns of steps before the trace becomes **stationary**,\n", + "that is it becomes a flat trend-line.\n", + "If we prune the trace to just the values after the 200th iteration,\n", + "we get the following trace:\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "trace.loc[200:].plot();" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## The Important Lessons\n", + "\n", + "This short, short interlude should have given you\n", + "a flavour of how MCMC sampling happens.\n", + "Here are some of the main things that I hope you've taken away from this chapter." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Sampling, not optimization\n", + "\n", + "Note here that we didn't _optimize_ the values of $\\mu$ and $\\sigma$\n", + "to maximize likelihood.\n", + "Rather, we were simulating the full joint likelihood space via sampling,\n", + "while also using the sampler to get us within the _region_ of the true values.\n", + "With this, we are able to obtain a _distribution_ rather than a _point estimate_." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Log-likelihood is all you need\n", + "\n", + "I've written that line multiple times in this series,\n", + "but hopeffully this time round, the reason why is clear:\n", + "in order to use sampling to estimate the values of the parameters conditioned on data,\n", + "we need the joint log-likelihood of our data and model." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Joint sampling\n", + "\n", + "As the interactive example should have revealed,\n", + "_jointly_ estimating the correct values is very important\n", + "if we don't want to have biases in the estimates.\n", + "As such, we must perform sampling on both values simultaneously,\n", + "rather than independently." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Sane defaults\n", + "\n", + "The act of implementing a sampler is educational\n", + "in the same way that reinventing the wheel teaches you about the wheel.\n", + "But for a large fraction of problems,\n", + "a custom sampler isn't necessary,\n", + "and reimplementing them on every new problem is tedious!\n", + "\n", + "That's where a probabilistic programming language (PPL) steps in!\n", + "Any probablistic programming language should provide you with\n", + "\n", + "1. a library of probability distributions with a uniform API,\n", + "2. a library of MCMC samplers with also a uniform API,\n", + "3. a method for automatically constructing a joint log-likelihood function from a model specification and data\n", + "\n", + "For the samplers, a well-designed PPL will provides you with _very sane defaults_\n", + "on which sampler to use, and how they are to be configured.\n", + "For example, in PyMC3, the No-U-Turn-Sampler,\n", + "one that leverages the gradient of the log likelihood w.r.t. the parameters\n", + "to help propose new values to sample,\n", + "is the default for continuous random variables,\n", + "because it converges in fewer steps (especially for high dimensional problems)." + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "bayesian-modelling-tutorial", + "language": "python", + "name": "bayesian-modelling-tutorial" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.5" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/docs/pandoc.css b/docs/pandoc.css index 60a71ab..b14d118 100644 --- a/docs/pandoc.css +++ b/docs/pandoc.css @@ -325,4 +325,4 @@ h2, h3 { page-break-after: avoid; } - } \ No newline at end of file + } diff --git a/images/Exponential_probability_density.png b/images/Exponential_probability_density.png new file mode 100644 index 0000000..5763b4d Binary files /dev/null and b/images/Exponential_probability_density.png differ diff --git a/images/Galton_box.jpg b/images/Galton_box.jpg new file mode 100644 index 0000000..7d749ff Binary files /dev/null and b/images/Galton_box.jpg differ diff --git a/images/badchains.png b/images/badchains.png new file mode 100644 index 0000000..d9ad00f Binary files /dev/null and b/images/badchains.png differ diff --git a/images/pydata-jake.png b/images/pydata-jake.png new file mode 100644 index 0000000..2ee0678 Binary files /dev/null and b/images/pydata-jake.png differ diff --git a/images/saturn-laplace.png b/images/saturn-laplace.png new file mode 100644 index 0000000..90aab29 Binary files /dev/null and b/images/saturn-laplace.png differ diff --git a/mkdocs.yml b/mkdocs.yml new file mode 100644 index 0000000..f41fd6c --- /dev/null +++ b/mkdocs.yml @@ -0,0 +1,70 @@ +site_name: Bayesian Stats Modelling Tutorial +site_url: https://ericmjl.github.io/bayesian-stats-modelling-tutorial + +theme: + name: "material" + palette: + primary: "yellow" + accent: "yellow" + icon: + logo: "fontawesome/solid/book" + features: + - instant + - tabs + language: en + +# We customize the navigation by hand to control the order +# in which pages show up. +nav: + - Bayesian Stats Modelling Tutorial: + - Welcome: index.md + - Basics: + - Probability Distributions: "basics/probability.ipynb" + - Statistical Simulation: "basics/probabilistic_stories.ipynb" + - Basic Inference: "basics/inference.ipynb" + - Intermediate Topics: + - Multi-Group Estimation: "intermediate/estimation.ipynb" + - Hierarchical Modelling: "intermediate/hierarchical.ipynb" + - MCMC Sampling BTS: "intermediate/sampling.ipynb" + - Advanced Topics: + - Reparametrization: "advanced/reparametrization.ipynb" + - MCMC Diagnostics: "advanced/diagnostics.ipynb" + - Resources: + - Glossary: "glossary.md" + +plugins: + - search + - mknotebooks: + execute: true + write_markdown: true + allow_errors: true + timeout: 1200 + +# Taken from here: https://squidfunk.github.io/mkdocs-material/extensions/codehilite/ +markdown_extensions: + - codehilite + - admonition + - pymdownx.tabbed + - pymdownx.arithmatex + - pymdownx.details + - pymdownx.superfences + - markdown.extensions.attr_list + +extra_javascript: + - https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.0/MathJax.js?config=TeX-AMS-MML_HTMLorMML + +# extra_css: +# - css/nb_mods.css +# - css/apidocs.css + +# repo_name: null +# repo_url: null + +extra: + social: + - icon: "fontawesome/brands/github" + link: "https://github.com/ericmjl" + - icon: "fontawesome/brands/twitter" + link: "https://twitter.com/ericmjl" + - icon: "fontawesome/brands/linkedin" + link: "https://linkedin.com/in/ericmjl" diff --git a/notebooks/01a-instructor-probability-simulation.ipynb b/notebooks/01a-instructor-probability-simulation.ipynb index 5245851..d634ddc 100644 --- a/notebooks/01a-instructor-probability-simulation.ipynb +++ b/notebooks/01a-instructor-probability-simulation.ipynb @@ -60,10 +60,10 @@ "source": [ "What type of random phenomena are we talking about here? One example is:\n", "\n", - "- Knowing that a website has a click-through rate (CTR) of 10%, we can calculate the probabilty of having 10 people, 9 people, 8 people ... and so on click through, upon drawing 10 people randomly from the population;\n", + "- Knowing that a website has a click-through rate (CTR) of 10%, we can calculate the probability of having 10 people, 9 people, 8 people ... and so on click through, upon drawing 10 people randomly from the population;\n", "- But given the data of how many people click through, how can we calculate the CTR? And how certain can we be of this CTR? Or how likely is a particular CTR?\n", "\n", - "Science mostly asks questions of the second form above & Bayesian thinking provides a wondereful framework for answering such questions. Essentially Bayes' Theorem gives us a way of moving from the probability of the data given the model (written as $P(data|model)$) to the probability of the model given the data ($P(model|data)$).\n", + "Science mostly asks questions of the second form above & Bayesian thinking provides a wonderful framework for answering such questions. Essentially Bayes' Theorem gives us a way of moving from the probability of the data given the model (written as $P(data|model)$) to the probability of the model given the data ($P(model|data)$).\n", "\n", "We'll first explore questions of the 1st type using simulation: knowing the model, what is the probability of seeing certain data?" ] @@ -191,7 +191,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "**Note:** Although, in the above, we have described _probability_ in two ways, we have not described it mathematically. We're not going to do so rigorously here, but we will say that _probabilty_ defines a function from the space of possibilities (in the above, the interval $[0,1]$) that describes how likely it is to get a particular point or region in that space. Mike Betancourt has an elegant [Introduction to Probability Theory (For Scientists and Engineers)](https://betanalpha.github.io/assets/case_studies/probability_theory.html) that I can recommend." + "**Note:** Although, in the above, we have described _probability_ in two ways, we have not described it mathematically. We're not going to do so rigorously here, but we will say that _probability_ defines a function from the space of possibilities (in the above, the interval $[0,1]$) that describes how likely it is to get a particular point or region in that space. Mike Betancourt has an elegant [Introduction to Probability Theory (For Scientists and Engineers)](https://betanalpha.github.io/assets/case_studies/probability_theory.html) that I can recommend." ] }, { @@ -234,7 +234,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "_Discussion point_: This model is know as the bias coin flip. \n", + "_Discussion point_: This model is known as the bias coin flip. \n", "- Can you see why?\n", "- Can it be used to model other phenomena?" ] diff --git a/notebooks/01a-student-probability-simulation.ipynb b/notebooks/01a-student-probability-simulation.ipynb index 1a426b5..3979c54 100644 --- a/notebooks/01a-student-probability-simulation.ipynb +++ b/notebooks/01a-student-probability-simulation.ipynb @@ -60,10 +60,10 @@ "source": [ "What type of random phenomena are we talking about here? One example is:\n", "\n", - "- Knowing that a website has a click-through rate (CTR) of 10%, we can calculate the probabilty of having 10 people, 9 people, 8 people ... and so on click through, upon drawing 10 people randomly from the population;\n", + "- Knowing that a website has a click-through rate (CTR) of 10%, we can calculate the probability of having 10 people, 9 people, 8 people ... and so on click through, upon drawing 10 people randomly from the population;\n", "- But given the data of how many people click through, how can we calculate the CTR? And how certain can we be of this CTR? Or how likely is a particular CTR?\n", "\n", - "Science mostly asks questions of the second form above & Bayesian thinking provides a wondereful framework for answering such questions. Essentially Bayes' Theorem gives us a way of moving from the probability of the data given the model (written as $P(data|model)$) to the probability of the model given the data ($P(model|data)$).\n", + "Science mostly asks questions of the second form above & Bayesian thinking provides a wonderful framework for answering such questions. Essentially Bayes' Theorem gives us a way of moving from the probability of the data given the model (written as $P(data|model)$) to the probability of the model given the data ($P(model|data)$).\n", "\n", "We'll first explore questions of the 1st type using simulation: knowing the model, what is the probability of seeing certain data?" ] @@ -156,7 +156,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "**Note:** Although, in the above, we have described _probability_ in two ways, we have not described it mathematically. We're not going to do so rigorously here, but we will say that _probabilty_ defines a function from the space of possibilities (in the above, the interval $[0,1]$) that describes how likely it is to get a particular point or region in that space. Mike Betancourt has an elegant [Introduction to Probability Theory (For Scientists and Engineers)](https://betanalpha.github.io/assets/case_studies/probability_theory.html) that I can recommend." + "**Note:** Although, in the above, we have described _probability_ in two ways, we have not described it mathematically. We're not going to do so rigorously here, but we will say that _probability_ defines a function from the space of possibilities (in the above, the interval $[0,1]$) that describes how likely it is to get a particular point or region in that space. Mike Betancourt has an elegant [Introduction to Probability Theory (For Scientists and Engineers)](https://betanalpha.github.io/assets/case_studies/probability_theory.html) that I can recommend." ] }, { @@ -190,7 +190,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "_Discussion point_: This model is know as the bias coin flip. \n", + "_Discussion point_: This model is known as the bias coin flip. \n", "- Can you see why?\n", "- Can it be used to model other phenomena?" ] diff --git a/notebooks/01b-instructor-joint-conditional-probability.ipynb b/notebooks/01b-instructor-joint-conditional-probability.ipynb index eca6711..55eea6e 100644 --- a/notebooks/01b-instructor-joint-conditional-probability.ipynb +++ b/notebooks/01b-instructor-joint-conditional-probability.ipynb @@ -273,7 +273,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Now that we have a grasp on joint probabilities, lets consider conditional probabilities, that is, the probability of some $A$, knowing that some other $B$ is true. We use the notation $P(A|B)$ to denote this. For example, you can ask the question \"What is the probability of a finch beak having depth $<10$, knowing that the finch of of species 'fortis'?\"" + "Now that we have a grasp on joint probabilities, lets consider conditional probabilities, that is, the probability of some $A$, knowing that some other $B$ is true. We use the notation $P(A|B)$ to denote this. For example, you can ask the question \"What is the probability of a finch beak having depth $<10$, knowing that the finch is of species 'fortis'?\"" ] }, { diff --git a/notebooks/01b-student-joint-conditional-probability.ipynb b/notebooks/01b-student-joint-conditional-probability.ipynb index 50fc408..f431f30 100644 --- a/notebooks/01b-student-joint-conditional-probability.ipynb +++ b/notebooks/01b-student-joint-conditional-probability.ipynb @@ -209,7 +209,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Now that we have a grasp on joint probabilities, lets consider conditional probabilities, that is, the probability of some $A$, knowing that some other $B$ is true. We use the notation $P(A|B)$ to denote this. For example, you can ask the question \"What is the probability of a finch beak having depth $<10$, knowing that the finch of of species 'fortis'?\"" + "Now that we have a grasp on joint probabilities, lets consider conditional probabilities, that is, the probability of some $A$, knowing that some other $B$ is true. We use the notation $P(A|B)$ to denote this. For example, you can ask the question \"What is the probability of a finch beak having depth $<10$, knowing that the finch is of species 'fortis'?\"" ] }, { diff --git a/notebooks/ODSC-East-2020-04-14/01-Instructor-Probability_a_simulated_introduction.ipynb b/notebooks/ODSC-East-2020-04-14/01-Instructor-Probability_a_simulated_introduction.ipynb new file mode 100644 index 0000000..774fc83 --- /dev/null +++ b/notebooks/ODSC-East-2020-04-14/01-Instructor-Probability_a_simulated_introduction.ipynb @@ -0,0 +1,1726 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# What is probability? A simulated introduction" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "#Import packages\n", + "import numpy as np\n", + "import pandas as pd\n", + "import seaborn as sns\n", + "import matplotlib.pyplot as plt\n", + "%matplotlib inline\n", + "sns.set()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Learning Objectives of Part 1" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "- To have an understanding of what \"probability\" means, in both Bayesian and Frequentist terms;\n", + "- To be able to simulate probability distributions that model real-world phenomena;\n", + "- To understand how probability distributions relate to data-generating **stories**;\n", + "- To understand and be able to simulate joint probabilities and conditional probabilities;\n", + "- To understand Bayes' Theorem and its utility." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 1. Probability" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "> To the pioneers such as Bernoulli, Bayes and Laplace, a probability represented a _degree-of-belief_ or plausibility; how much they thought that something was true, based on the evidence at hand. To the 19th century scholars, however, this seemed too vague and subjective an idea to be the basis of a rigorous mathematical theory. So they redefined probability as the _long-run relative frequency_ with which an event occurred, given (infinitely) many repeated (experimental) trials. Since frequencies can be measured, probability was now seen as an objective tool for dealing with _random_ phenomena.\n", + "\n", + "-- _Data Analysis, A Bayesian Tutorial_, Sivia & Skilling (p. 9)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "What type of random phenomena are we talking about here? One example is:\n", + "\n", + "- Knowing that a website has a click-through rate (CTR) of 10%, we can calculate the probability of having 10 people, 9 people, 8 people ... and so on click through, upon drawing 10 people randomly from the population;\n", + "- But given the data of how many people click through, how can we calculate the CTR? And how certain can we be of this CTR? Or how likely is a particular CTR?\n", + "\n", + "Science mostly asks questions of the second form above & Bayesian thinking provides a wonderful framework for answering such questions. Essentially Bayes' Theorem gives us a way of moving from the probability of the data given the model (written as $P(data|model)$) to the probability of the model given the data ($P(model|data)$).\n", + "\n", + "We'll first explore questions of the 1st type using simulation: knowing the model, what is the probability of seeing certain data?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 2. Simulating probabilities" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "* Let's say that a website has a CTR of 50%, i.e. that 50% of people click through. If we picked 1000 people at random from the population, how likely would it be to find that a certain number of people click?\n", + "\n", + "We can simulate this using `numpy`'s random number generator.\n", + "\n", + "To do so, first note we can use `np.random.rand()` to randomly select floats between 0 and 1 (known as the _uniform distribution_). Below, we do so and plot a histogram:" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Draw 1,000 samples from uniform & plot results\n", + "x = np.random.rand(1000)\n", + "plt.hist(x);" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "To then simulate the sampling from the population, we check whether each float was greater or less than 0.5. If less than or equal to 0.5, we say the person clicked." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'Number of clicks = 498'" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Computed how many people click\n", + "clicks = x <= 0.5\n", + "n_clicks = sum(clicks)\n", + "f\"Number of clicks = {n_clicks}\"" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The proportion of people who clicked can be calculated as the total number of clicks over the number of people:" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'Proportion who clicked = 0.498'" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Computed proportion of people who clicked\n", + "f\"Proportion who clicked = {n_clicks/len(clicks)}\"" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Discussion**: Did you get the same answer as your neighbour? If you did, why? If not, why not?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Up for discussion:** Let's say that all you had was this data and you wanted to figure out the CTR (probability of clicking). \n", + "\n", + "* What would your estimate be?\n", + "* Bonus points: how confident would you be of your estimate?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Note:** Although, in the above, we have described _probability_ in two ways, we have not described it mathematically. We're not going to do so rigorously here, but we will say that _probability_ defines a function from the space of possibilities (in the above, the interval $[0,1]$) that describes how likely it is to get a particular point or region in that space. Mike Betancourt has an elegant [Introduction to Probability Theory (For Scientists and Engineers)](https://betanalpha.github.io/assets/case_studies/probability_theory.html) that I can recommend." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Hands-on: more clicking" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Use random sampling to simulate how many people click when the CTR is 0.7. How many click? What proportion?" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Number of clicks = 702\n", + "Proportion who clicked = 0.702\n" + ] + } + ], + "source": [ + "# Solution\n", + "clicks = x <= 0.7\n", + "n_clicks = sum(clicks)\n", + "print(f\"Number of clicks = {n_clicks}\")\n", + "print(f\"Proportion who clicked = {n_clicks/len(clicks)}\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "_Discussion point_: This model is known as the bias coin flip. \n", + "- Can you see why?\n", + "- Can it be used to model other phenomena?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Galapagos finch beaks" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "You can also calculate such proportions with real-world data. Here we import a dataset of Finch beak measurements from the Galápagos islands. You can find the data [here](https://datadryad.org/resource/doi:10.5061/dryad.9gh90)." + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
bandspeciesblengthbdepth
019022fortis10.08.5
119028fortis12.58.9
219032fortis9.37.5
319041fortis10.39.6
419044fortis11.09.2
\n", + "
" + ], + "text/plain": [ + " band species blength bdepth\n", + "0 19022 fortis 10.0 8.5\n", + "1 19028 fortis 12.5 8.9\n", + "2 19032 fortis 9.3 7.5\n", + "3 19041 fortis 10.3 9.6\n", + "4 19044 fortis 11.0 9.2" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Import and view head of data\n", + "df_12 = pd.read_csv('../../data/finch_beaks_2012.csv')\n", + "df_12.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [], + "source": [ + "# Store lengths in a pandas series\n", + "lengths = df_12['blength']" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "* What proportion of birds have a beak length > 10 ?" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0.8514056224899599" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "p = (sum(lengths > 10))/len(lengths)\n", + "p" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Note:** This is the proportion of birds that have beak length $>10$ in your empirical data, not the probability that any bird drawn from the population will have beak length $>10$." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### A proxy for probability\n", + "\n", + "As stated above, we have calculated a proportion, not a probability. As a proxy for the probability, we can simulate drawing random samples (with replacement) from the data seeing how many lengths are > 10 and calculating the proportion (commonly referred to as [hacker statistics](https://speakerdeck.com/jakevdp/statistics-for-hackers)):" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0.8505" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "n_samples = 10000\n", + "sum(np.random.choice(lengths, n_samples, replace=True) > 10)/n_samples" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Another way to simulate coin-flips" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In the above, you have used the uniform distribution to sample from a series of biased coin flips. I want to introduce you to another distribution that you can also use to do so: the **binomial distribution**.\n", + "\n", + "The **binomial distribution** with parameters $n$ and $p$ is defined as the probability distribution of\n", + "\n", + "> the number of heads seen when flipping a coin $n$ times when with $p(heads)=p$." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Note** that this distribution essentially tells the **story** of a general model in the following sense: if we believe that they underlying process generating the observed data has a binary outcome (affected by disease or not, head or not, 0 or 1, clicked through or not), and that one the of the two outcomes occurs with probability $p$, then the probability of seeing a particular outcome is given by the **binomial distribution** with parameters $n$ and $p$." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Any process that matches the coin flip story is a Binomial process (note that you'll see such coin flips also referred to as Bernoulli trials in the literature). So we can also formulate the story of the Binomial distribution as\n", + "\n", + "> the number $r$ of successes in $n$ Bernoulli trials with probability $p$ of success, is Binomially distributed. " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We'll now use the binomial distribution to answer the same question as above:\n", + "* If P(heads) = 0.7 and you flip the coin ten times, how many heads will come up?\n", + "\n", + "We'll also set the seed to ensure reproducible results." + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "7" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Set seed\n", + "np.random.seed(seed=16071982)\n", + "\n", + "# Simulate one run of flipping the biased coin 10 times\n", + "np.random.binomial(10, 0.7)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Simulating many times to get the distribution\n", + "\n", + "In the above, we have simulated the scenario once. But this only tells us one potential outcome. To see how likely it is to get $n$ heads, for example, we need to simulate it a lot of times and check what proportion ended up with $n$ heads." + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Simulate 1,000 run of flipping the biased coin 10 times\n", + "x = np.random.binomial(10, 0.3, 10000)\n", + "\n", + "# Plot normalized histogram of results\n", + "plt.hist(x, density=True, bins=10);" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "* Group chat: what do you see in the above?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Hands-on" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "- If I flip a biased coin ($P(H)=0.3$) 20 times, what is the probability of 5 or more heads?" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0.7613" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Solution\n", + "sum(np.random.binomial(20, 0.3, 10000) >= 5)/10000" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "- If I flip a fair coin 20 times, what is the probability of 5 or more heads?" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0.994" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "sum(np.random.binomial(20,0.5,10000) >= 5)/10000" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "- Plot the normalized histogram of number of heads of the following experiment: flipping a fair coin 10 times." + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Plot histogram \n", + "x = np.random.binomial(10, 0.5, 10000)\n", + "plt.hist(x, density=True, bins=10);" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Note:** you may have noticed that the _binomial distribution_ can take on only a finite number of values, whereas the _uniform distribution_ above can take on any number between $0$ and $1$. These are different enough cases to warrant special mention of this & two different names: the former is called a _probability mass function_ (PMF) and the latter a _probability distribution function_ (PDF). Time permitting, we may discuss some of the subtleties here. If not, all good texts will cover this. I like (Sivia & Skilling, 2006), among many others.\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Question:** \n", + "* Looking at the histogram, can you tell me the probability of seeing 4 or more heads?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Enter the ECDF." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Empirical cumulative distribution functions (ECDFs)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "An ECDF is, as an alternative to a histogram, a way to visualize univariate data that is rich in information. It allows you to visualize all of your data and, by doing so, avoids the very real problem of binning.\n", + "- can plot control plus experiment\n", + "- data plus model!\n", + "- many populations\n", + "- can see multimodality (though less pronounced) -- a mode becomes a point of inflexion!\n", + "- can read off so much: e.g. percentiles.\n", + "\n", + "See Eric Ma's great post on ECDFS [here](https://ericmjl.github.io/blog/2018/7/14/ecdfs/) AND [this twitter thread](https://twitter.com/allendowney/status/1019171696572583936) (thanks, Allen Downey!).\n", + "\n", + "So what is this ECDF? \n", + "\n", + "**Definition:** In an ECDF, the x-axis is the range of possible values for the data & for any given x-value, the corresponding y-value is the proportion of data points less than or equal to that x-value." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Let's define a handy ECDF function that takes in data and outputs $x$ and $y$ data for the ECDF." + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [], + "source": [ + "def ecdf(data):\n", + " \"\"\"Compute ECDF for a one-dimensional array of measurements.\"\"\"\n", + " # Number of data points\n", + " n = len(data)\n", + "\n", + " # x-data for the ECDF\n", + " x = np.sort(data)\n", + "\n", + " # y-data for the ECDF\n", + " y = np.arange(1, n+1) / n\n", + "\n", + " return x, y" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Hands-on" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Plot the ECDF for the previous hands-on exercise. Read the answer to the following question off the ECDF: the probability of seeing 4 or more heads?" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Generate x- and y-data for the ECDF\n", + "x_flips, y_flips = ecdf(x)\n", + "\n", + "# Plot the ECDF\n", + "plt.plot(x_flips, y_flips, marker='.', linestyle='none');" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 3. PROBABILITY DISTRIBUTIONS AND THEIR STORIES" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Credit:** Thank you to [Justin Bois](http://bois.caltech.edu/) for countless hours of discussion, work and collaboration on thinking about probability distributions and their stories. All of the following is inspired by Justin & his work, if not explicitly drawn from." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "___\n", + "\n", + "In the above, we saw that we could match data-generating processes with binary outcomes to the story of the binomial distribution.\n", + "\n", + "> The Binomial distribution's story is as follows: the number $r$ of successes in $n$ Bernoulli trials with probability $p$ of success, is Binomially distributed. \n", + "\n", + "There are many other distributions with stories also!" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Poisson processes and the Poisson distribution" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In the book [Information Theory, Inference and Learning Algorithms](https://www.amazon.com/Information-Theory-Inference-Learning-Algorithms/dp/0521642981) David MacKay tells the tale of a town called Poissonville, in which the buses have an odd schedule. Standing at a bus stop in Poissonville, the amount of time you have to wait for a bus is totally independent of when the previous bus arrived. This means you could watch a bus drive off and another arrive almost instantaneously, or you could be waiting for hours.\n", + "\n", + "Arrival of buses in Poissonville is what we call a Poisson process. The timing of the next event is completely independent of when the previous event happened. Many real-life processes behave in this way. \n", + "\n", + "* natural births in a given hospital (there is a well-defined average number of natural births per year, and the timing of one birth is independent of the timing of the previous one);\n", + "* Landings on a website;\n", + "* Meteor strikes;\n", + "* Molecular collisions in a gas;\n", + "* Aviation incidents.\n", + "\n", + "Any process that matches the buses in Poissonville **story** is a Poisson process.\n", + "\n", + " " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The number of arrivals of a Poisson process in a given amount of time is Poisson distributed. The Poisson distribution has one parameter, the average number of arrivals in a given length of time. So, to match the story, we could consider the number of hits on a website in an hour with an average of six hits per hour. This is Poisson distributed." + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Generate Poisson-distributed data\n", + "samples = np.random.poisson(6, size=10**6)\n", + "\n", + "# Plot histogram\n", + "plt.hist(samples, bins=21);" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Question:** Does this look like anything to you?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In fact, the Poisson distribution is the limit of the Binomial distribution for low probability of success and large number of trials, that is, for rare events. " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "To see this, think about the stories. Picture this: you're doing a Bernoulli trial once a minute for an hour, each with a success probability of 0.05. We would do 60 trials, and the number of successes is Binomially distributed, and we would expect to get about 3 successes. This is just like the Poisson story of seeing 3 buses on average arrive in a given interval of time. Thus the Poisson distribution with arrival rate equal to np approximates a Binomial distribution for n Bernoulli trials with probability p of success (with n large and p small). This is useful because the Poisson distribution can be simpler to work with as it has only one parameter instead of two for the Binomial distribution." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Hands-on" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Plot the ECDF of the Poisson-distributed data that you generated above." + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Generate x- and y-data for the ECDF\n", + "x_p, y_p = ecdf(samples)\n", + "\n", + "# Plot the ECDF\n", + "plt.plot(x_p, y_p, marker='.', linestyle='none');" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Example Poisson distribution: field goals attempted per game" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "This section is explicitly taken from the great work of Justin Bois. You can find more [here](https://github.com/justinbois/dataframed-plot-examples/blob/master/lebron_field_goals.ipynb)." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Let's first remind ourselves of the story behind the Poisson distribution.\n", + "> The number of arrivals of a Poisson processes in a given set time interval is Poisson distributed.\n", + "\n", + "To quote Justin Bois:\n", + "\n", + "> We could model field goal attempts in a basketball game using a Poisson distribution. When a player takes a shot is a largely stochastic process, being influenced by the myriad ebbs and flows of a basketball game. Some players shoot more than others, though, so there is a well-defined rate of shooting. Let's consider LeBron James's field goal attempts for the 2017-2018 NBA season." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "First thing's first, the data ([from here](https://www.basketball-reference.com/players/j/jamesle01/gamelog/2018)):" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [], + "source": [ + "fga = [19, 16, 15, 20, 20, 11, 15, 22, 34, 17, 20, 24, 14, 14, \n", + " 24, 26, 14, 17, 20, 23, 16, 11, 22, 15, 18, 22, 23, 13, \n", + " 18, 15, 23, 22, 23, 18, 17, 22, 17, 15, 23, 8, 16, 25, \n", + " 18, 16, 17, 23, 17, 15, 20, 21, 10, 17, 22, 20, 20, 23, \n", + " 17, 18, 16, 25, 25, 24, 19, 17, 25, 20, 20, 14, 25, 26, \n", + " 29, 19, 16, 19, 18, 26, 24, 21, 14, 20, 29, 16, 9]" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "To show that this LeBron's attempts are ~ Poisson distributed, you're now going to plot the ECDF and compare it with the the ECDF of the Poisson distribution that has the mean of the data (technically, this is the maximum likelihood estimate)." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## HANDS ON" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Generate the x and y values for the ECDF of LeBron's field attempt goals." + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [], + "source": [ + "# Generate x & y data for ECDF\n", + "x_ecdf, y_ecdf = ecdf(fga)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now we'll draw samples out of a Poisson distribution to get the theoretical ECDF (that is, simulating the model), plot it with the ECDF of the data and see how they look." + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0, 0.5, 'ECDF')" + ] + }, + "execution_count": 21, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAYQAAAEJCAYAAACUk1DVAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4xLjEsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy8QZhcZAAAgAElEQVR4nO3de3SU5Z0H8O/cJ5MEEsgksWrQ1hasDci2GOSqHBuQJKIUlbIrurrsWq2c0nOsNxSXqkUOiko97sL26LGFI0i3aKyNeCleCKXi7uKluqwKRrkkIcEkc5/3fZ/9I5mXmclkLpn3nXmT+X7OeU/myTOXX94k85vnfW4mIYQAEREVPHO+AyAiImNgQiAiIgBMCERENIAJgYiIADAhEBHRACYEIiICwIRAREQDrPkOIBunTnmhKLmfRjF+fAm6ujw5f910Mb7sGD0+wPgxMr7s6BWf2WxCeXnxkPUjOiEoishLQoi8tpExvuwYPT7A+DEyvuzkIz5eMiIiIgBMCERENIAJgYiIAOicEDweDxobG/HVV18Nqvv444+xePFizJ8/H/fccw8kSdIzFCIiSkG3hHDw4EH8+Mc/xpEjRxLW33777bjvvvvwyiuvQAiBHTt26BUKERGlQbeEsGPHDqxZswaVlZWD6o4ePYpAIIALL7wQALB48WK0tLToFQrRqCLLsnokoiiKeiTS3v6FeuhV/+GHH+r6/Mnq3313Px5//BG8++7+IR//xRdDP763t1c9hlMvSZJ6JJLq95OqXgihHlrTLSE8+OCD+MEPfpCwrqOjA263Wy273W60t7frFQrRqBGdDBIlheg3k0RvKvFvgqOt/O67+/Hmm68iGPTizTdfHZQUIvfv6+tL+Pje3l74/aeP+Df9VPXRySBRUkj1+0lVH50M9EgKeZmHoCgKTCaTWhZCxJTTNX58iZZhZcTtLs3ba6eD8WXHqPHJsgyfzwdJkjBmjB0ulwsWi0WtVxQFH3/8McxmMxRFwfnnnw+z+fTnvt7eIvj9frVcVFQU87Mm+lwWX9/X14c9e/bgkksuQWlpacaP17P+4MF3oSgKvvzyS5x99tk4ePBdLFx4mVrv85Wir68PJSUl8Hg8g+J3OAR6ewXGjBmD3t5ejBlTijFj0q+PJAGr1ap+tVpPv81G3uQjvx+z2Rzz+1EUBbIsw2QyoaKiBBaLJaY+kgRMJpP6dTjvnUPJS0Korq5GZ2enWj558mTCS0updHV58jJ5w+0uRWdnX85fN12MLztGjs/n88Hn86kxulwuuFwutT7yiTfScvjb3/6GqqoJan10MoiUU/2s0fVtbSewf//bAICWlhbU1c2Oef5Uj9e7fsqUadi7988499xzYTabMWXKtJj6SMvA4/Go5ej63t4++P19+Prr/u8FgyYEg6a06+NbBUMlhIj4hBBp9UV+vxaLJSbhx7cKMk0IZrMp6QfpvAw7PfPMM+FwOPDee+8BAF544QXMmTMnH6EQjSiRN4hIyyD6zSIXWlvfSVrW25gxlUnLU6d+HzNnXgq73YGZMy/F1Knfj6mvrKwBAJSUlMSUTz/fGBQVnT7GjBmTUX0kAUQf0SIJIPpIVB9pGcTXRxJA9KGlnLYQVqxYgZUrV6K2thYbNmzA6tWr4fF4cMEFF2D58uW5DIXIkOI//SUSCvXi8OE+CCFiWge5MGPGLLWFECnnmtWa/FJxbe0U1NZOGbK+ouKspK3A+Df5TOvjk0C8+Df5RPUmk2nI+2mdBKLpnhDeeOMN9faWLVvU25MmTcLOnTv1fnmiESNRJ2H8P//XX3eo942Uq6rOzk2AmrADCMWVTysvPwOnTh2PKUdzOp0xl1ycTmdMffybcao3Z6OJ/L71agGkwpnKRAbi8/ng9/vh8/mG/RxtbSfw/PM70dZ2QsPI+ml3yWjoN+qionKMHVuFoqLyIeqL4HK5UFRUlPiZh7hcExH59J3rN9t05SsZAEwIRIYR6TD2er3q7cHix6bHlk93+grs3/+25kkh/hJR5peMIvFKceWB0kCnayAQSDkWPxt6jOEfDZgQiAyifyihXz2G8wlR707fmppq1NXNBmBCXd1s1NRUx9RbLMVJy273GQBMACwATAPl0+x2O+x2O5xOp3o7Wradqnp3yo50I+sCG9Eo1tfXOajsciUf0hmvvHwcenu7Yspaq6mpRk3NkoR1siwlLQshUF5eHVOOF58E4mX7Js5kMDS2EIhGkVOnupOWsxf/Zh1bHj++AoAFFRX9X/vLp6UaVplqWCbpi2ebKIdSrVOTreyv8Wdv7NgKlJWVYezYioT10SNpEmEyyB+ecaIcSbVOzUgwblxF0nKqiVlkbEwIRBpKteiYz+dDIBDIelhpc3NzwhFEuZhJ7HKNw9ixVXC5EvdPjPRhn4WMCYFII6lWouyfY+CD1+uB3z/UsNLkIsNKA4FAwmGlel8yiqy1EwgEki7BnQqHfRoTEwKRxpJdGzeZzCguLoHJNLxr5KlaAKmGhaYS/6k/vmyz2WCz2eB0OtXbmeCwT2PjBT4iDUW3DBK92Qnhh9cbWXE08+Xb01lLKNmwUC1EksBwO32ZBIyLLQSiHOnr60laNoL+tYFOH/FrBUVWWI0+aPRgQiDSmJ6fgHPRaVxcXIyysjIUFxcnrGcyGL2YEIg0ErlcpCjKECONQinKqcXPPNZ6JnJkOGwwGByxQ2Np+NiHQKQRk8mkbn8ohNDlE/SpU92IflqtZyLbbLaYLR4z7TSmkY0tBCKNSJIEWZZjvmpN7xYC0J8ULBYLk0EBYkIg0khkGKXNZtNtSGW2axWlGlbKtYQKG3/bRBlINRM5FArB5/MhFMq8fyAd2kw8M0UdgzEZFC72IRClKdUWl/Ezd2VZNtxaPkVFRQgEAjFlogh+BCDKQGQE0VCjb8LhPoTDXoTDiTdwTyXV9pdaDDstLS1FeXk5SktLhxUjjV5MCERpigzDlGU54ZDMr7/uiNwzrpyedLa/1GqtIj06vGnkY0IgSlOko9hisSTsNDaZHAO3zHHl9KTz6T+yVpHT6RzWWkVcnpqS4V8DUQaEEGms8Dm8yVzprFMERNYqahrWawBgEqAhsYVApBEh/EnLuWCzlSYtEyXDhECUgUi/gR5LOmi7ThH/tSlz/KshSpMkSZAkCaFQSL2tJS1mIYfD3oFbSlyZKDUmBKI0mc1mBINByLKMYDCo+cStbGchA0BJybikZaJkmBCI0uT3+yFJQQQCXkhSEH6/tn0EWrQQ+i9l2dSDq5VSJjjcgChNVqsVJpMVRUVF8Pv9mo/W0WIl0+Li4pjVSofa04AoEbYQiDIghB8+X/ewRxAlm4ms1aSzoqIiOBwOLktBGWNCIEpTMBhMWk4l1UzkyKQzwDSsSWdE2dI1ITQ3N2PhwoWor6/H1q1bB9V/9NFH+NGPfoQrrrgC//Iv/4Le3l49wyHKq3RnIl999ZKskoHZbIbVauVqpZQx3f5i2tvbsXHjRmzbtg27du3C9u3b8emnn8bc58EHH8TKlSvx4osv4txzz8VvfvMbvcIhylow2JO0nEouNreJYGcyDYduCaG1tRXTp09HWVkZXC4X5s+fj5aWlpj7KIoCr7d/nLTf74fT6dQrHKK802JYqclUlLTMDW4oG7r9tXR0dMDtdqvlyspKtLe3x9znzjvvxOrVqzFr1iy0trZi6dKleoVDlHdadRqnwmRAw6XbsFNFUWJWgxRCxJQDgQDuuecePPPMM5g8eTKefvpp3HHHHdi8eXParzF+fImmMWfC7Tb2GjGMLzuJ4ov7PDPofqnqy8tjh4CWlxdn9HgAcLnMOHz4sFo+55xqww4tHYm/YyPJR3y6JYTq6mocOHBALXd2dqKyslItHzp0CA6HA5MnTwYAXHvttXj88cczeo2uLg8UJfFWhnpyu0vR2Tm8DVBygfENnxBCjS+dPZFT/RzR9X/84ysx8wz++MdXcN5538vo+fsvsZpwxhnVOH78BDo7++DzGa+/wMi/Y6Bw4zObTUk/SOvWppwxYwb27duH7u5u+P1+7N69G3PmzFHrJ0yYgBMnTuDzzz8HALz++uuora3VKxyilKL3S062b/JwadGp3L/9pUBXVxcAEbMdJlG2dGshVFVVYdWqVVi+fDnC4TCWLFmCyZMnY8WKFVi5ciVqa2vxq1/9Cj/72c8ghMD48ePx0EMP6RUOUVrC4TAkSUI4HIbdbtf0ubWaidzT40N5eTna2zsNe7mIRiZdl65oampCU1PsRh5btmxRb8+dOxdz587VMwSitIXDYYTDYYRCIYTDYZhMJk2TQnn5OPT2dsWUM6UoCiyWooGd24o4vJQ0xbWMiAZEtsW02+0Jt8jMlhYtBKfTCUVR4HK54HSGOVSbNMVxaURRQqEQvF4vQqGQ5s+t1bBTh8MBm80GhyOzPZuJUmFCIBqgKMqgw2giLZfog0grTAhEUSTJB1mWIUk+zZ9bqy0yzWYzLBYLJ56R5vgXRTSgp6cHgIKOjg4AykBZO1quZaT1kFgigAmBSBW5Jh+ZQKn1NfpUaxlZLMVJywAvGZG+mBCooKQz6ay/hTA8udgAh8mA9MKEQAUj1UzkcDictJxKthvgxA8h5ZBSyjXOQ6CCEll0UQgBS/SkAA20tr4TM8+gtfUdTJtWF3Ofmppq1NQsSfIsJthsJQiHPZrGRpQOthCoYESGksqynHBYqSx7k5ZTybbTuH/ug0A43AdA6DIXgigZJgQqGJHr7haLRbeZyMnKqZSUlABwwGYrBeAYKBPlDhMCFRQhBGRZ1mXYphadxi5XMWw2G1wuLlpHucc+BCKDsNlsMZexbDZbHqOhQsQWAhUcvWb4ajET2W63w+FwaL70NlE6mBCoYEQ6kiVJ0mWtIq1mInMWMuULEwIVDLPZrCYDSZI0bylk26nMWciUb0wIVDBCoRAkSYr5qiUtWghMBpRPTAhUMMxmM8xmM5xOp3pbS6laCGazK2mZKN+YEKighEIheDweQ2+AQ5QvTAhUMPK9AU786qnc8YyMhgmBCooQgZivmUq2mmn6w065aB0ZExMCFYze3l4AAkL4AYiBcvpSrWaa6pKR3+8fuBWIKxMZAxMCFYzIctImU1FMOV2pWgCplrceM2ZMJJK4MpExcOkKKjj9LYTMzZgxa6CFcLocL/Xy1g4AYuArkbEwIVDByHYDnGxZLBaYzZaYMpGR8JIRUZS2thNobm7OstN4aHa7HSUlJVyriAyJCYEKhiR5kpYjncaBQGBYncapyLIMWZbh9/vV20RGwoRAo8pQ+yWnI9tO41TsdjusViscDgesVitbCWQ47EOgUSNRIshkTaDy8nHo7e2KKcdL3Wk8NEVRYLX2/8tZrVYoisJ+BDIUJgQadUwm07BaCKdOdSP6/TnT1UpTsVgsUBQFZrOZyYAMiZeMaFSRZRmSJA3r+nwu1iKK7OfMZEBGpGtCaG5uxsKFC1FfX4+tW7cOqv/8889x3XXX4YorrsBNN92Enp4ePcOhUS7faxWlEllhNfogMhLd/iLb29uxceNGbNu2Dbt27cL27dvx6aefqvVCCPzkJz/BihUr8OKLL+L888/H5s2b9QqHCkSkZTCcFoIWw0pTYTIgI9Ptr7K1tRXTp09HWVkZXC4X5s+fj5aWFrX+o48+gsvlwpw5cwAAN998M/7+7/9er3CoAEiSBEmSEAwG1duZ0GoLTKKRSreE0NHRAbfbrZYrKyvR3t6ultva2lBRUYG7774bV111FdasWQOXixuG0PBZLBZYLBY4HA71diay3QLTYilOWiYyOt1GGSmKEjPkTwgRU5YkCX/961/xu9/9DrW1tXjsscewbt06rFu3Lu3XGD++RNOYM+F2l+bttdNRiPFJkgSfL5IE7HC5XOowTwCI+jySMI6GhthWbEPD/Jj6VI83mYI4ccIbU1dRod/voRB/x1pifIPplhCqq6tx4MABtdzZ2YnKykq17Ha7MWHCBNTW1gIAGhsbsXLlyoxeo6vLA0XJfHhhttzuUnR29uX8ddNVqPGFQiH4fD617HKFU07+io7j1ClvTN2pU96UcUbX+3yx/RZerwwh9Pk9FOrvWCuFGp/ZbEr6QVq3S0YzZszAvn370N3dDb/fj927d6v9BQAwdepUdHd345NPPgEAvPHGG7jgggv0CocKRDAYgKIoCAYz3wBHm05lJ1yuceAmODQS6dZCqKqqwqpVq7B8+XKEw2EsWbIEkydPxooVK7By5UrU1tbiySefxOrVq+H3+1FdXY3169frFQ4VAI/HAyCIcDiolseNS79jOJ2Zysn0j2yS4fP1RZWJRg5dZyo3NTWhqakp5ntbtmxRb0+ZMgU7d+7UMwQqIHa7HdErWme6VlC2M5VdLhfC4TAsFgtkWeYgCRpxkl4yuuqqq9Tbb731lu7BEGXD6z2VtJxKtsNOFUWB0+mEzWaD0+k03MQ4olSSJoTo9WA2btyoezBE2bDbI51l5rhyerIfdto/1NVmsw1r2CtRviVNCPHDRolGhuF9MtdiLaPIwnqZrLJKZBRpjzLiHzgZXSjkSVomouSSdir39vbi1VdfhRACfX192L17d0x9fX29rsERxYtuqWr9IaW19Z2YTuXW1ncwbVpdRs9hMpnU5a2JRpqkCeEb3/gGnn32WQDAGWecgd/+9rdqnclkYkKgnEq9AU78m3Bmb8rZDjuNxBcZbsrLrDTSJE0I0QmAyCiGuwFOKtkOOzWbzWr/gRCCK5rSiJNyHoLX68VLL72EQ4cOwel0YuLEiViwYAH3g6W8iG4laH3JaMaMWdi//+2YcqYiSYB9bjQSJf0I88UXX6ChoQG7d++Gw+EAAOzcuRMLFizA0aNHcxIg0UhhMpkGHUQjSdIWwhNPPIFVq1Zh0aJFMd9//vnnsWHDBs5NoLzI5pJRW9sJ7N//DurqZqGmpjqmTqtOZaKRKmkL4dChQ4OSAQBcffXVOHz4sG5BESUSuVykKErCDuZU+pPB2wAE9u9/G21tJ2Lqc7GnMpGRJU0IyWZa8pMQ5VrkMozZbB7WJZlUq5nW1FSjrm42nE4n6upmD2pBmExFSctEI13SS0Z80ycjGu7lonQ6jWtqqlFT0zTo+0SFIGlCOHHiBB544IGEde2Jto8iGsVcLhe8Xn9MmWg0SZoQkm16v2zZMs2DIUolGAyqncpFRZldstGi0xgArNYSSBKXxaDRJ2lC+OlPfzroe6FQiHMQKC8CgQACgdM7oZlMpoySQrYzkYPB/o13IskgGAyipCR/+3oTaS1pp3IoFMIdd9yBV199Vf3ebbfdhrvuuguSJOkeHFE0k8mEcNgHRVEQDvsy7uPKdnnr/jd/C8xmFwALkwGNOkkTwhNPPAGPx4O/+7u/U7+3du1a9PT0YNOmTboHRxTN6/UCkCHL/V/7y+nTYgMcm801sOeBiwvY0aiTNCHs2bMHjzzyCMaPH69+r6qqCuvXr8drr72me3BE0ZxOJwATrNYSAKaBcvqybSE4HA44HA4UFRWpt4lGk6QJIbIVYLySkhL2I1CeiIFr+ImHnra1ncDzz+8cNOkM0Gbimd1uh9Vq5d8/jUpJE4LZbIbHM3g0hcfjYR8C5VykU3eocqqZyJGJZ4Ap4cSzVLhWEY12SRNCY2MjVq9eDZ/Pp37P5/Nh9erV3AuBDCfVTGSgPylcffWSjJNBhNlshsVi4dLWNCol/au+/vrrUVpaipkzZ+Kaa67BkiVLMHPmTIwZMwa33nprrmIkAgCEw31Jy9l2GqeLG9/QaJV0HoLZbMYvf/lL3Hzzzfjoo49gNpsxefJkVFZW5io+orRlu8FNKvGXiHjJiEabpC2EY8eOAQDOPPNM1NfX47LLLlOTwVtvvaV/dEQZyMVqpew/oNEsaUKIvix02223xdRxLwQiotElaUKIvlb65ZdfDllHpJXIPgfD+ftKp1OZiIaWNCFEN4t5/ZT0Fp0MhpMUctWpTDRapd1CIMoFSZIgy/Kw5rlkOxOZG+BQoUs6ykhRFPT09EAIAVmW1dsAIMtyTgKkwiFJUkwiMJlMsNlsaT8+29VMhfAnLRONdkkTwqFDhzB9+nQ1CdTVnV47npeMSGuR0TtWqxWSJA1rNdNshp2WlFTA4zmJ4uJieL1elJRUZPR4opEuaUL45JNPsnry5uZmPPXUU5AkCddff/2QG+7s2bMHa9euxRtvvJHV69HIJ8uy2vrMpHUApLdFZmpmWK1WpLiaSjQqJU0I2Whvb8fGjRvxn//5n7Db7Vi6dCnq6upw3nnnxdzv5MmTePjhh/UKgyht/YnAGveVqHDo9jGotbUV06dPR1lZGVwuF+bPn4+WlpZB91u9enXCndmoMAWDQciyPGjhuohkq5lqMezUbndi7NixsNszW1qbaDTQLSF0dHTA7Xar5crKSrS3t8fc59lnn8V3v/tdTJkyRa8waATxer2QJC8CgR5IknfQBjipVjPNdqZy5HKVz+eLuXRFVCh0axMrihLTKSiEiCkfOnQIu3fvxjPPPIMTJwZ/2kvH+PH528LQ7S7N22unYyTG53KZ0dNjVjt1x44di+LiYrX+4MF3Y+5/8OC7WLjwMrVcU1ON8vIF2LNnDy655BKUlpbGvE7c55FBcciyCz6fDxaLBWed5YDL1b87mlGNxN+xkTC+wXRLCNXV1Thw4IBa7uzsjFkUr6WlBZ2dnfjRj36EcDiMjo4OLFu2DNu2bUv7Nbq6PFCU3M+VcLtL0dnZl/qOeTJS4/N6vfB4utHd3T86KBQyw+c7vU3llCnTYjqNp0yZNuh5SktL0dTUpJZTnYfo+sj8B7e7FN3dPni9smETwkj9HRtFocZnNpuSfpDW7ZLRjBkzsG/fPnR3d8Pv92P37t2YM2eOWr9y5Uq88soreOGFF7B582ZUVlZmlAxo9AkEAknLejObzYMOokKi2198VVUVVq1aheXLl+PKK69EY2MjJk+ejBUrVuCDDz7Q62XJ4Iy+VpHFYoHVajVsy4BIT7qOq2tqaoppvgPAli1bBt3vrLPO4hyEApBonaLofqX+vZIRVx6vlrOdiZxJnESFiG1iyqnIm+1w3nSzXasoFe6ZTIWOCYFyJtIyUBTFsKuZMhlQIWNCoJyJvNGazeZhvenq3UIgKnRMCJRzw71Gn4stMokKGRMCFRBHijJRYWNCoJzKplOZW2QS6YsJgXJGURQoigJZltXbmci+Uzl+wbzEC+gRFSomBMqZSEeyxWLJS6dy/IY33ACHKBYTAuVUZDvW4Vwy0qZT2RJ1EFE07gBCBaN/BzZbXJmIIthCoJySJAmKokCSpIwfq0WnclFREcaOHYuioqKMH0s02jEhUM6EQiGEQiEEAgH1diay7VSOdGQHAoFhdWoTjXa8ZEQ5E1lS2ul0wmz2Zry89KlT3YhehDTTTmW73Q5FUWA2m6EoCux2e0aPJxrt2EKgnPL7e3Hy5En4/b0ZP1aLTmWr1Qqz2QyrlZ+FiOIxIVDO+Hw+AHLcVyIyCiYEyrlkfQdtbSfw/PM70dY2eJ9tLTqVo+dBEFEsJgTKmWCwJ2m5re3EwJ7JAvv3vz0oKWR7ySiy5HZkHgQ3wiGKxYRAhpGqBVBTU426utkATKirm42amuqMnj+y7Hb0VyI6jT1rZBjpbJFZU1ONmpolw3p+IYR6qchkMsWUiYgtBDKQXG2ROdwNeohGOyYEMoxcbIAT3UIgoli8ZEQFIz4JMCkQxWILgTQVGb1j1A1wIpeKmAyIBmNCIM1EJ4PhJIXsN8AhomwwIZDmhvvpO9tOZbt9TNIyESXHhECaCofDCIVCCIfDGT82F53KRDQ0JgTSjCRJg45ccjqdSctElBwTAmnK4/kaXq8XHs/XGT9Wm7WKiuByjYPJxA1wiDLFhECaOXXqFAAJQvgBSAPl9GXbqSxJEoSQ4PP1QYjct1CIRjomBNJM/B7Fme5ZnG2nclFREaxWB5zOYlitDm6TSZQhJgTSTCjUm7ScihZbZDocDlgsFjgcDm6RSZQhXRNCc3MzFi5ciPr6emzdunVQ/WuvvYZFixbhiiuuwC233IKenp4Ez0IjR/yfU+ZbZCYrp2K1WmG1WmG329XbRJQ+3RJCe3s7Nm7ciG3btmHXrl3Yvn07Pv30U7Xe4/Hg/vvvx+bNm/Hiiy9i4sSJ2LRpk17hkEG0tZ1Ac3Nzwg1wuEUmUX7plhBaW1sxffp0lJWVweVyYf78+WhpaVHrw+Ew1qxZg6qqKgDAxIkTcfz4cb3CoZyIv0QTW45sgBMIBBJugKPFfgfxBxGlT7f/mI6ODrjdbrVcWVmJ9vZ2tVxeXo4f/vCHAIBAIIDNmzfjsssu0ysc0oiiKOqRqXSGldbUVOPqq5dknAwimAyIhk+3drWiKDFLGAy1GUlfXx9uvfVWTJo0CVdddVVGrzF+fEnWcQ6X212at9dOhx7xxSeC+DfeqHyfMI6amm/g6NGjMeXo+lSPT1WvJaP/fgHjx8j4spOP+HRLCNXV1Thw4IBa7uzsRGVlZcx9Ojo6cNNNN2H69Om4++67M36Nri4PFCX3++K63aXo7OzL+eumS6/4IgnBbDarX1N9Eo+Oo63tGCwWxJRTxZlt/XAY/fcLGD9GxpcdveIzm01JP0jr1q6eMWMG9u3bh+7ubvj9fuzevRtz5sxR62VZxs0334zLL78c99xzD5cjHiH8fj+8Xi/8fn/Gj+VaRUTGplsLoaqqCqtWrcLy5csRDoexZMkSTJ48GStWrMDKlStx4sQJ/O1vf4Msy3jllVcAAN/73vfw4IMP6hUSZSkYDCIYDKplq9Wa08lfdvuYmLkNXM2USFu6js1rampCU1NTzPe2bNkCAKitrcUnn3yi58uTDmTZC8ACQAZQnNFjW1vfiblk1Nr6DqZNqxtGFA4AwZT3IqLMcCgGpa23t2vglhxXTk+2M5FDoUgSCMaViUgLTAiUNqu1KGk5lWxnIpeVlQ/cssSViUgLTAiUNknyJC2nosVqpiZTEUwmO0ymIq5mSqQxzu+nnDl1qjumDyHTFoLD4YAkSbBarZAkCQ6HQ+MIiQobWwgUQ5Zl9dCaVmsVRX8lIu3wv4pUiRKBJfojfZ6ZTKaY+Sqcu0KkLbYQCq4JHkIAABHJSURBVIwQQj0SCYVCkGUZoVBoWM/f1nYCzz+/M+FqplpskWm1WuFwONhCINIBE0IBiU4GiZJCKBRCKBSC3+9Xb2cispopIBKuZqrVTGU9LmcRERNCQRrqUovFYoHFYkFRUZF6OxOpWgCR5a2dTuewlreOxBR9EJF22O4uMNFDNRPteRwI+BAI+AAg42UpZsyYNdBCOF2OV1NTjZqapkHfTxeTAJF+2EIoINEjiBJ1IPevUxRSj+h1i3LBYilOWiYifTEhFBhZlmEymXS5Dq9Fp3G/wS0XItIfE0IBkSQJkiQhEAiot6P5fN1Jy6lkOxNZliOd2OG4MhHlAhNCAbFarTEtBK2Hbma7VlF5ecXALUtcmYhygZ3KBSQYDMb0HQSDQU2TQnn5uJgVUDNtISiKAodjbEyZiHKHCaGAWK1WdWKX1skAyH6tIrvdHrNFp91u1zQ+IkqOl4xGmVQzkcPhPng8JxEOa79fqxYTz+x2O6xWK5MBUR4wIYwiqWYie73epOV8M5vNgw4iyh3+x40ykSQwVAshW3qvVcRkQJQ//K8bRSKtAkVRErYQ4i8TZXrZKFdrFRFRfjAhjCKR5aHNZvOgpaK1kO5aRYBpiLWKnCnKRJRPTAgjTKpOY6/XC4/HM2T/QLJLPqmk0wKoqanG1VcvyXjhOiLKPyaEESSdTmO/3xvzNVqqSz6ppG4BJFdaWgrg9GqrkTIRGQMTgsGkHjYahiRJCIfDQzxDCF1dXehfoC6WFp2+2bYAzGYXzjnnHJjNrmE9noj0w4RgIKlaAOFwGOFwGKFQSL0dzevtSlrOdq2hbEV+Jq/XmzTpEVF+cKayAZlMpoRvlpGOYpvNhnA4nHGncbYzibPlcrkghEBxcTG8XhkuF1sJREbCFoLBBINBBAKBIfci8HhO4tSp4/B4Tiasb2s7gebm5oT9A0YYFupyuVBUVMRkQGRATAgGEtnHOPqI1t3dnrQc6TQOBAIJO42z7RROJdUGN5EWTvRBRMbBhKCxdDqFE13/jwgEvlaPRLKdKZybYaFDzy9gMiAyLiYEDaXbKTxUUvj66xNJy21tR+OGjR6Nqc/3JaHTu7AF4spENBIUXEJI9QleURT1SCQYDKpHIp2dX6pHIn19neoxmCOuBeCIqY184o8kkqFmCjudTl0uCaVSUVGB/nEKDgDWgTIRjRS6JoTm5mYsXLgQ9fX12Lp166D6jz/+GIsXL8b8+fNxzz33DNrSUWupPsFHJ4NESSE6GSRKCh0dbUnL3d3Hkpbb2r6IawF8EVMf+cRvs9liytFqaqrR1NSUl5nCQgiMHTseY8eWYezY8RxWSjTC6JYQ2tvbsXHjRmzbtg27du3C9u3b8emnn8bc5/bbb8d9992HV155BUII7NixQ69wYqS6fp1qpU2HwzFETfzzZnadPPu1gvQ1dmxV0rLFYoHFYoHValVvE9HIoVtCaG1txfTp01FWVgaXy4X58+ejpaVFrT969CgCgQAuvPBCAMDixYtj6vWU6pNrqq0bh7pclK2RsFaQwzFWPRKxWCwwm81MBkQjkG4JoaOjA263Wy1XVlaivb19yHq32x1Tr4dUwx5TbdDicDgGHdGqqmrQ3yroP/rL0fUTkpanTatDXd1syHJ/C2DatLqMHq932el0DjqicVgp0cim20xlRVFi3hCEEDHlVPXpGD++JPtAM9a/INtZZyW+bOR2X5D00W7395LWL1x4GRYuvGzYj9e7PvLzZ8vtNvbCdkaPDzB+jIwvO/mIT7eEUF1djQMHDqjlzs5OVFZWxtR3dp4eaXPy5MmY+nR0dXmgKLnvuHS7S9HZqf2exFphfNkxenyA8WNkfNnRKz6z2ZT0g7Rul4xmzJiBffv2obu7G36/H7t378acOXPU+jPPPBMOhwPvvfceAOCFF16IqSciotzSLSFUVVVh1apVWL58Oa688ko0NjZi8uTJWLFiBT744AMAwIYNG/CrX/0KCxYsgM/nw/Lly/UKh4iIUjCJETxYnJeMEmN82TF6fIDxY2R82Rl1l4yIiGhkGdH7IZjN+RvWmM/XTgfjy47R4wOMHyPjy44e8aV6zhF9yYiIiLTDS0ZERASACYGIiAYwIRAREQAmBCIiGsCEQEREAJgQiIhoABMCEREBYEIgIqIBTAhERASACSFj1113HRoaGrBo0SIsWrQIBw8ezHdI8Hg8aGxsxFdffQWgf/vSpqYm1NfXY+PGjXmObnB8d911F+rr69Vz+Oqrr+Y1vl//+tdoaGhAQ0MD1q9fD8BY5zBRfEY6h48//jgWLlyIhoYGPP300wCMdf4SxWek8xfx8MMP48477wSQx/MnKG2KoohZs2aJcDic71BU//M//yMaGxvFBRdcIL788kvh9/vF3LlzRVtbmwiHw+LGG28Ue/bsMUx8QgjR2Ngo2tvb8xZTtL1794prr71WBINBEQqFxPLly0Vzc7NhzmGi+Hbv3m2Yc7h//36xdOlSEQ6Hhd/vF5deeqn4+OOPDXP+EsX32WefGeb8RbS2toq6ujpxxx135PV/mC2EDHz++ecAgBtvvBFXXHEFfve73+U5ImDHjh1Ys2aNutvc+++/jwkTJuDss8+G1WpFU1MTWlpaDBOf3+/HsWPHcPfdd6OpqQlPPPEEFEXJW3xutxt33nkn7HY7bDYbvvWtb+HIkSOGOYeJ4jt27JhhzuFFF12EZ599FlarFV1dXZBlGb29vYY5f4niczqdhjl/APD1119j48aNuPnmmwHk93+YCSEDvb29uPjii/Hkk0/imWeewXPPPYe9e/fmNaYHH3wQP/jBD9RyR0cH3G63Wq6srER7e3s+QgMwOL6TJ09i+vTpeOihh7Bjxw4cOHAAO3fuzFt83/72t3HhhRcCAI4cOYI//elPMJlMhjmHieKbPXu2oc6hzWbDE088gYaGBlx88cWG+xuMj0+SJEOdv/vuuw+rVq3CmDFjAOT3f5gJIQNTp07F+vXrUVpainHjxmHJkiV488038x1WDEVRYDKdXuJWCBFTzrezzz4bTz75JCorK1FUVITrrrvOEOfw//7v/3DjjTfiF7/4Bc4++2zDncPo+L75zW8a7hyuXLkS+/btw/Hjx3HkyBHDnb/o+Pbt22eY8/f888/jjDPOwMUXX6x+L5//wyN6P4RcO3DgAMLhsPrLE0LAajXWKayurkZnZ6da7uzsVC/XGMH//u//4siRI5g/fz4AY5zD9957DytXrsTdd9+NhoYG/PWvfzXUOYyPz0jn8LPPPkMoFML555+PoqIi1NfXo6WlBRaLRb1PPs9fovhefvlllJWVGeL8vfzyy+js7MSiRYvQ09MDn8+Ho0eP5u38sYWQgb6+Pqxfvx7BYBAejwd/+MMf8MMf/jDfYcWYMmUKDh8+jC+++AKyLOOll17CnDlz8h2WSgiBhx56CD09PQiHw9i+fXtez+Hx48dx6623YsOGDWhoaABgrHOYKD4jncOvvvoKq1evRigUQigUwuuvv46lS5ca5vwlim/atGmGOX9PP/00XnrpJbzwwgtYuXIl5s2bh//4j//I2/kz1sdbg7v00ktx8OBBXHnllVAUBcuWLcPUqVPzHVYMh8OBdevW4bbbbkMwGMTcuXOxYMGCfIelmjRpEv75n/8ZP/7xjyFJEurr69HY2Ji3eH7zm98gGAxi3bp16veWLl1qmHM4VHxGOYdz587F+++/jyuvvBIWiwX19fVoaGjAuHHjDHH+EsX305/+FOXl5YY4f4nk83+YO6YREREAXjIiIqIBTAhERASACYGIiAYwIRAREQAmBCIiGsCEQIa0Zs0azJs3Dxs3bsSKFSvw6aefJr3/pk2bsHbt2oR1U6dOVVda1dPEiRPR3d2d9v37+vqwfPlytfzrX/8ar732mh6hDXLjjTdmFCsVBs5DIEPavn079uzZg+rq6nyHopuenh588MEHann//v0477zzcvLa+V6Di4yJCYEMZ9myZRBCYMWKFVizZg1+8Ytf4PHHH0dtbS3eeOMNPPXUUwiHw3A6nbjjjjsGTQ48cOAAfvnLX8JkMqG2tnbIlSzff/993H///QiHw6ipqcGxY8dw5513oq6uDtu3b8dvf/tbmM1mVFRU4N5778W5556Lw4cPY+3atfB6vejs7MSkSZPw2GOPweFwDPnz7Ny5E9u3b0c4HEZPTw9WrFiBZcuW4a677kIgEMCiRYtwzTXX4MMPP8T69ethsVgwd+5cbNiwAe+++y5kWcZ3v/tdrF69GiUlJZg3bx4aGxvxl7/8BT09Pfinf/on/Nd//Rc++ugjWK1WPPXUU6iqqsK8efPQ0NCAvXv3oq+vD//4j/+ovi4AXH/99di8eTP+/Oc/47nnnoPNZoPD4cDatWtzlpjIYHKyyDZRhr7zne+Irq4uIYQQl156qXj//ffF4cOHRWNjo+ju7hZCCHHo0CExc+ZM4fV6xRNPPCH+9V//VQSDQTFjxgzR2toqhBCiublZfOc731H3YogIh8Nizpw56jrz+/btExMnThR/+ctfRGtrq7jsssvU1//9738vLr/8cqEoili3bp3YtWuXEEKIUCgkGhsbRUtLy6CYIzwej7jmmmvUmP/7v/9bXHjhhUIIIb788kv1thBC/MM//IP405/+JIQQYtOmTWLdunVCURQhhBCPPPKIWLNmjXo+HnroISGEEH/84x/FpEmTxMcffyyEEOKWW24RTz31lHq/e++9VyiKIo4fPy7q6urEJ598EhOrJEniggsuUPcG+MMf/iCee+65jH9fNDqwhUAjxt69e9HR0YEbbrhB/Z7JZEJbW5taPnToEKxWq7oAYWNjI+67775Bz3Xo0CEA/UsbAMD06dPx7W9/GwDw9ttvY+HChRg3bhwAYPHixXjwwQfx1Vdf4fbbb8fevXuxZcsWHDlyBB0dHfD5fEPGXFxcjH/7t3/Dm2++iSNHjuCTTz5Jev+IPXv2oK+vD62trQCAcDiM8ePHq/X19fUA+lePraiowKRJkwAANTU16OnpUe+3bNkymEwmVFdXY/bs2di7dy8mTpyo1lssFixYsABLly7FJZdcglmzZqnnhAoPEwKNGIqi4OKLL8Zjjz2mfu/48eOorKyM2QJRxK3GkmglS4vFMuh+kRUmE11iEkJAkiT8/Oc/hyzLuPzyy3HJJZfg+PHjg54n2okTJ3Dttdfimmuuwfe//30sWLAAf/7zn9P6We+++271zdnr9SIYDKr1drtdvW2z2YZ8nuifXVEUmM2Dx5Fs2LABhw4dQmtrKzZv3owXXngBjz/+eMoYafThKCMaMS6++GLs3bsXn332GQDgzTffxBVXXIFAIKDeZ+LEiRBCqOvbv/766zGfmCO+9a1vwW6346233gLQ359w6NAhmEwmzJ49Gy+//LI6Cuf3v/89ysrKMGHCBLzzzju49dZbsXDhQgDAwYMHIcvykDF/+OGHGDduHG655RbMmjVLTQayLMNqtUKWZTWhWCwWSJIEAJg1axa2bt2KUCgERVFw77334tFHH834nO3atQsAcOzYMezdu1ddNTPyWt3d3Zg7dy7Kyspwww034Gc/+1lMRzcVFrYQaMQ477zzsHbtWvz85z9X17B/6qmnUFxcrN7HZrPhySefxP33349HH30U559/fsyllgir1YpNmzZhzZo1ePTRR3HOOeegoqICTqcTF110EW644QZcf/31UBQF48aNw7//+7/DbDZj1apVuPXWW+FyuVBSUoJp06bFXLKKN3PmTOzcuRMLFiyAyWTCRRddhHHjxuGLL77AhAkTMHnyZDQ0NGDr1q2YN28eHn30UYTDYdxyyy14+OGHcdVVV0GWZZx//vnqBuyZ+Oqrr7B48WIEAgGsXr0a3/zmNwEACxYswHXXXYdNmzbhJz/5CW644QY4nU5YLBY88MADGb8OjQ5c7ZQK1sMPP4ybbroJFRUVOH78OBYtWoTXXntN3cpwpJs3b546OosoHWwhUME688wzccMNN8BqtUIIgQceeGDUJAOi4WALgYiIALBTmYiIBjAhEBERACYEIiIawIRAREQAmBCIiGgAEwIREQEA/h9T/4POPCIrwwAAAABJRU5ErkJggg==\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Number of times we simulate the model\n", + "n_reps = 1000\n", + "\n", + "# Plot ECDF of data\n", + "plt.plot(x_ecdf, y_ecdf, '.', color='black');\n", + "\n", + "# Plot ECDF of model\n", + "for _ in range(n_reps):\n", + " samples = np.random.poisson(np.mean(fga), size=len(fga))\n", + " x_theor, y_theor = ecdf(samples)\n", + " plt.plot(x_theor, y_theor, '.', alpha=0.01, color='lightgray');\n", + "\n", + "\n", + "# Label your axes\n", + "plt.xlabel('field goal attempts')\n", + "plt.ylabel('ECDF')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "You can see from the ECDF that LeBron's field goal attempts per game are ~ Poisson distributed." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Exponential distribution" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We've encountered a variety of named _discrete distributions_. There are also named _continuous distributions_, such as the exponential distribution and the normal (or Gaussian) distribution. To see what the story of the exponential distribution is, let's return to Poissonville, in which the number of buses that will arrive per hour are Poisson distributed.\n", + "However, the waiting time between arrivals of a Poisson process are exponentially distributed.\n", + "\n", + "So: the exponential distribution has the following story: the waiting time between arrivals of a Poisson process are exponentially distributed. It has a single parameter, the mean waiting time. This distribution is not peaked, as we can see from its PDF.\n", + "\n", + "For an illustrative example, lets check out the time between all incidents involving nuclear power since 1974. It's a reasonable first approximation to expect incidents to be well-modeled by a Poisson process, which means the timing of one incident is independent of all others. If this is the case, the time between incidents should be exponentially distributed.\n", + "\n", + "\n", + "To see if this story is credible, we can plot the ECDF of the data with the CDF that we'd get from an exponential distribution with the sole parameter, the mean, given by the mean inter-incident time of the data.\n" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [], + "source": [ + "# Load nuclear power accidents data & create array of inter-incident times\n", + "df = pd.read_csv('../../data/nuclear_power_accidents.csv')\n", + "df.Date = pd.to_datetime(df.Date)\n", + "df = df[df.Date >= pd.to_datetime('1974-01-01')]\n", + "inter_times = np.diff(np.sort(df.Date)).astype(float) / 1e9 / 3600 / 24" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [], + "source": [ + "# Compute mean and sample from exponential\n", + "mean = np.mean(inter_times)\n", + "samples = np.random.exponential(mean, size=10**6)\n", + "\n", + "# Compute ECDFs for sample & model\n", + "x, y = ecdf(inter_times)\n", + "x_theor, y_theor = ecdf(samples)" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Plot sample & model ECDFs\n", + "plt.plot(x_theor, y_theor);\n", + "plt.plot(x, y, marker='.', linestyle='none');" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We see that the data is close to being Exponentially distributed, which means that we can model the nuclear incidents as a Poisson process." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Normal distribution" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The normal distribution, also known as the Gaussian or Bell Curve, appears everywhere. There are many reasons for this. One is the following:\n", + "\n", + "> When doing repeated measurements, we expect them to be normally distributed, owing to the many subprocesses that contribute to a measurement. This is because (a formulation of the Central Limit Theorem) **any quantity that emerges as the sum of a large number of subprocesses tends to be Normally distributed** provided none of the subprocesses is very broadly distributed.\n", + "\n", + "Now it's time to see if this holds for the measurements of the speed of light in the famous Michelson–Morley experiment:" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Below, I'll plot the histogram with a Gaussian curve fitted to it. Even if that looks good, though, that could be due to binning bias. SO then you'll plot the ECDF of the data and the CDF of the model!" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0, 0.5, 'PDF')" + ] + }, + "execution_count": 25, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Load data, plot histogram \n", + "import scipy.stats as st\n", + "df = pd.read_csv('../../data/michelson_speed_of_light.csv')\n", + "df = df.rename(columns={'velocity of light in air (km/s)': 'c'})\n", + "c = df.c.values\n", + "x_s = np.linspace(299.6, 300.1, 400) * 1000\n", + "plt.plot(x_s, st.norm.pdf(x_s, c.mean(), c.std(ddof=1)))\n", + "plt.hist(c, bins=9, density=True)\n", + "plt.xlabel('speed of light (km/s)')\n", + "plt.ylabel('PDF')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## HANDS ON" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Get speed of light measurement + mean & standard deviation\n", + "michelson_speed_of_light = df.c.values\n", + "mean = np.mean(michelson_speed_of_light)\n", + "std = np.std(michelson_speed_of_light, ddof=1)\n", + "\n", + "# Generate normal samples w/ mean, std of data\n", + "samples = np.random.normal(mean, std, size=10000)\n", + "\n", + "# Generate data ECDF & model CDF\n", + "x, y = ecdf(michelson_speed_of_light)\n", + "x_theor, y_theor = ecdf(samples)\n", + "\n", + "# Plot data & model (E)CDFs\n", + "_ = plt.plot(x_theor, y_theor)\n", + "_ = plt.plot(x, y, marker='.', linestyle='none')\n", + "_ = plt.xlabel('speed of light (km/s)')\n", + "_ = plt.ylabel('CDF')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Some of you may ask but is the data really normal? I urge you to check out Allen Downey's post [_Are your data normal? Hint: no._ ](http://allendowney.blogspot.com/2013/08/are-my-data-normal.html)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 4. Joint Probability & Conditional Probability" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Joint Probability" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We have already encountered joint probabilities above, perhaps without knowing it: $P(A,B)$ is the probability two events $A$ and $B$ _both_ occurring.\n", + "* For example, getting two heads in a row.\n", + "\n", + "If $A$ and $B$ are independent, then $P(A,B)=P(A)P(B)$ but be warned: this is not always (or often) the case.\n", + "\n", + "One way to think of this is considering \"AND\" as multiplication: the probability of A **and** B is the probability of A **multiplied** by the probability of B." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### HANDS-ON: JOINT PROBABILITY COIN FLIPPING" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Verify that $P(A,B)=P(A)P(B)$ in the two fair coin-flip case (A=heads, B=heads) by \n", + "- first simulating two coins being flipped together and calculating the proportion of occurences with two heads;\n", + "- then simulating one coin flip and calculating the proportion of heads and then doing that again and multiplying the two proportions.\n", + "\n", + "Your two calculations should give \"pretty close\" results and not the same results due to the (in)accuracy of simulation. " + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "0.2506\n" + ] + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Solution: Calculate P(A,B)\n", + "x_0 = np.random.binomial(2, 0.5, 10000)\n", + "p_ab = sum(x_0==2)/len(x_0)\n", + "plt.hist(x_0);\n", + "print(p_ab)" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0.25254837999999996" + ] + }, + "execution_count": 28, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Solution: Calculate P(A)P(B)\n", + "x_1 = np.random.binomial(1, 0.5, 10000)\n", + "x_2 = np.random.binomial(1, 0.5, 10000)\n", + "p_a = sum(x_1 == 1)/len(x_1)\n", + "p_b = sum(x_2 == 1)/len(x_2)\n", + "p_a*p_b" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Note:** In order to use such simulation and _hacker statistics_ approaches to \"prove\" results such as the above, we're gliding over several coupled and deep technicalities. This is in the interests of the pedagogical nature of this introduction. For the sake of completeness, we'll mention that we're essentially\n", + "- Using the proportion in our simulations as a proxy for the probability (which, although Frequentist, is useful to allow you to start getting your hands dirty with probability via simluation).\n", + "\n", + "Having stated this, for ease of instruction, we'll continue to do so when thinking about joint & conditional probabilities of both simulated and real data. " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### HANDS-ON: joint probability for birds" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "What is the probability that two randomly selected birds have beak depths over 10 ?" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0.724891534007516" + ] + }, + "execution_count": 29, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Calculate P(A)P(B) of two birds having beak lengths > 10\n", + "p_a = (sum(lengths > 10))/len(lengths)\n", + "p_b = (sum(lengths > 10))/len(lengths)\n", + "p_a*p_b" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "* Calculate the joint probability using the resampling method, that is, by drawing random samples (with replacement) from the data. First calculate $P(A)P(B)$:" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0.7246427954999999" + ] + }, + "execution_count": 30, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Calculate P(A)P(B) using resampling methods\n", + "n_samples = 100000\n", + "p_a = sum(np.random.choice(lengths, n_samples, replace=True) > 10)/n_samples\n", + "p_b = sum(np.random.choice(lengths, n_samples, replace=True) > 10)/n_samples\n", + "p_a*p_b" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now calculate $P(A,B)$:" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0.72671" + ] + }, + "execution_count": 31, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Calculate P(A,B) using resampling methods\n", + "n_samples = 100000\n", + "samples = np.random.choice(lengths, (n_samples,2), replace=True)\n", + "_ = samples > (10, 10)\n", + "p_ab = sum(np.prod(_, axis=1))/n_samples\n", + "p_ab" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Task:** Interpret the results of your simulations." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Conditional Probability" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now that we have a grasp on joint probabilities, lets consider conditional probabilities, that is, the probability of some $A$, knowing that some other $B$ is true. We use the notation $P(A|B)$ to denote this. For example, you can ask the question \"What is the probability of a finch beak having depth $<10$, knowing that the finch is of species 'fortis'?\"" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### Example: conditional probability for birds" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "1. What is the probability of a finch beak having depth > 10 ?\n", + "2. What if we know the finch is of species 'fortis'?\n", + "3. What if we know the finch is of species 'scandens'?" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0.8514056224899599" + ] + }, + "execution_count": 32, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "sum(df_12.blength > 10)/len(df_12)" + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0.6942148760330579" + ] + }, + "execution_count": 33, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df_fortis = df_12.loc[df_12['species'] == 'fortis']\n", + "sum(df_fortis.blength > 10)/len(df_fortis)" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "1.0" + ] + }, + "execution_count": 34, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df_scandens = df_12.loc[df_12['species'] == 'scandens']\n", + "sum(df_scandens.blength > 10)/len(df_scandens)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Note:** These proportions are definitely different. We can't say much more currently but we'll soon see how to use hypothesis testing to see what else we can say about the differences between the species of finches." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Joint and conditional probabilities\n", + "\n", + "Conditional and joint probabilites are related by the following:\n", + "$$ P(A,B) = P(A|B)P(B)$$" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Homework exercise for the avid learner:** verify the above relationship using simulation/resampling techniques in one of the cases above." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Hands on example: drug testing" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Question:** Suppose that a test for using a particular drug has 99% sensitivity (true positive rate) and 99% specificity (true negative rate), that is, a 1% false positive rate and 1% false negative rate. Suppose that 0.5% (5 in 1,000) of people are users of the drug. What is the probability that a randomly selected individual with a positive test is a drug user?\n", + "\n", + "**If we can answer this, it will be really cool as it shows how we can move from knowing $P(+|user)$ to $P(user|+)$, a MVP for being able to move from $P(data|model)$ to $P(model|data)$.**" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In the spirit of this workshop, it's now time to harness your computational power and the intuition of simulation to solve this drug testing example. \n", + "\n", + "* Before doing so, what do you think the answer to the question _\"What is the probability that a randomly selected individual with a positive test is a drug user?\"_ is? Write down your guess." + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "metadata": {}, + "outputs": [], + "source": [ + "# Take 10,000 subjects\n", + "n = 100000\n", + "# Sample for number of users, non-users\n", + "users = np.random.binomial(n, 0.005, 1) \n", + "non_users = n - users" + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "metadata": {}, + "outputs": [], + "source": [ + "# How many of these users tested +ve ?\n", + "u_pos = np.random.binomial(users, 0.99)\n", + "# How many of these non-users tested +ve ?\n", + "non_pos = np.random.binomial(non_users, 0.01)" + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([0.3442953])" + ] + }, + "execution_count": 37, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# how many of those +ve tests were for users?\n", + "u_pos/(u_pos+non_pos)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Discussion**: What you have been able to do here is to solve the following problem: you knew $P(+|user)=0.99$, but you were trying to figure out $P(user|+)$. Is the answer what you expected? If not, why not? \n", + "\n", + "If you were surprised at the answer, that's not too surprising: you've experienced the [base rate fallacy](https://en.wikipedia.org/wiki/Base_rate_fallacy). The base rate of 99% true positive may lead one to think that most positive tests will be of users, however the vast majority of the overall population are non-users, which means that there will be more that test positive incorrectly than one would otherwise expect.\n", + "\n", + "**Key note:** This is related to the serious scientific challenge posed at the beginning here: if you know the underlying parameters/model, you can figure out the distribution and the result, but often we have only the experimental result and we're trying to figure out the most appropriate model and parameters.\n", + "\n", + "It is Bayes' Theorem that lets us move between these." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 5. Bayes' Theorem\n", + "\n", + "$$P(B|A) = \\frac{P(A|B)P(B)}{P(A)}$$" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "As you may have guessed, it is Bayes' Theorem that will allow us to move back and forth between $P(data|model)$ and $P(model|data)$. As we have seen, $P(model|data)$ is usually what we're interested in as data scientists yet $P(data|model)$ is what we can easily compute, either by simulating our model or using analytic equations." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**One of the coolest things:** Bayes Theorem can be proved with a few lines of mathematics. Your instructor will do this on the chalk/white-board now." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Bayes Theorem solves the above drug testing problem\n", + "\n", + "Bayes Theorem can be used to analytically derive the solution to the 'drug testing' example above as follows." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "From Bayes Theorem, \n", + "\n", + "$$P(user|+) = \\frac{P(+|user)P(user)}{P(+)}$$\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We can expand the denominator here into \n", + "\n", + "$$P(+) = P(+,user) + P(+,non-user) $$\n", + "\n", + "so that\n", + "\n", + "$$ P(+)=P(+|user)P(user) + P(+|non-user)P(non-user)$$\n", + "\n", + "and \n", + "\n", + "$$P(user|+) = \\frac{P(+|user)P(user)}{P(+|user)P(user) + P(+|non-user)P(non-user)}$$." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Calculating this explicitly yields\n", + "\n", + "$$P(user|+) = \\frac{0.99\\times 0.005}{0.99\\times 0.005 + 0.01\\times 0.995} = 0.332 $$" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "This means that if an individual tests positive, there is still only a 33.2% chance that they are a user! This is because the number of non-users is so high compared to the number of users." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Coming up: from Bayes Theorem to Bayesian Inference!" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.6" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/notebooks/ODSC-East-2020-04-14/01-Student-Probability_a_simulated_introduction.ipynb b/notebooks/ODSC-East-2020-04-14/01-Student-Probability_a_simulated_introduction.ipynb new file mode 100644 index 0000000..078c5f3 --- /dev/null +++ b/notebooks/ODSC-East-2020-04-14/01-Student-Probability_a_simulated_introduction.ipynb @@ -0,0 +1,1324 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# What is probability? A simulated introduction" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "#Import packages\n", + "import numpy as np\n", + "import pandas as pd\n", + "import seaborn as sns\n", + "import matplotlib.pyplot as plt\n", + "%matplotlib inline\n", + "sns.set()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Learning Objectives of Part 1" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "- To have an understanding of what \"probability\" means, in both Bayesian and Frequentist terms;\n", + "- To be able to simulate probability distributions that model real-world phenomena;\n", + "- To understand how probability distributions relate to data-generating **stories**;\n", + "- To understand and be able to simulate joint probabilities and conditional probabilities;\n", + "- To understand Bayes' Theorem and its utility." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 1. Probability" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "> To the pioneers such as Bernoulli, Bayes and Laplace, a probability represented a _degree-of-belief_ or plausibility; how much they thought that something was true, based on the evidence at hand. To the 19th century scholars, however, this seemed too vague and subjective an idea to be the basis of a rigorous mathematical theory. So they redefined probability as the _long-run relative frequency_ with which an event occurred, given (infinitely) many repeated (experimental) trials. Since frequencies can be measured, probability was now seen as an objective tool for dealing with _random_ phenomena.\n", + "\n", + "-- _Data Analysis, A Bayesian Tutorial_, Sivia & Skilling (p. 9)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "What type of random phenomena are we talking about here? One example is:\n", + "\n", + "- Knowing that a website has a click-through rate (CTR) of 10%, we can calculate the probability of having 10 people, 9 people, 8 people ... and so on click through, upon drawing 10 people randomly from the population;\n", + "- But given the data of how many people click through, how can we calculate the CTR? And how certain can we be of this CTR? Or how likely is a particular CTR?\n", + "\n", + "Science mostly asks questions of the second form above & Bayesian thinking provides a wonderful framework for answering such questions. Essentially Bayes' Theorem gives us a way of moving from the probability of the data given the model (written as $P(data|model)$) to the probability of the model given the data ($P(model|data)$).\n", + "\n", + "We'll first explore questions of the 1st type using simulation: knowing the model, what is the probability of seeing certain data?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 2. Simulating probabilities" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "* Let's say that a website has a CTR of 50%, i.e. that 50% of people click through. If we picked 1000 people at random from the population, how likely would it be to find that a certain number of people click?\n", + "\n", + "We can simulate this using `numpy`'s random number generator.\n", + "\n", + "To do so, first note we can use `np.random.rand()` to randomly select floats between 0 and 1 (known as the _uniform distribution_). Below, we do so and plot a histogram:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Draw 1,000 samples from uniform & plot results\n", + "x = ___\n", + "___;" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "To then simulate the sampling from the population, we check whether each float was greater or less than 0.5. If less than or equal to 0.5, we say the person clicked." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Computed how many people click\n", + "clicks = ___\n", + "n_clicks = ___\n", + "f\"Number of clicks = {n_clicks}\"" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The proportion of people who clicked can be calculated as the total number of clicks over the number of people:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Computed proportion of people who clicked\n", + "f\"Proportion who clicked = {___}\"" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Discussion**: Did you get the same answer as your neighbour? If you did, why? If not, why not?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Up for discussion:** Let's say that all you had was this data and you wanted to figure out the CTR (probability of clicking). \n", + "\n", + "* What would your estimate be?\n", + "* Bonus points: how confident would you be of your estimate?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Note:** Although, in the above, we have described _probability_ in two ways, we have not described it mathematically. We're not going to do so rigorously here, but we will say that _probability_ defines a function from the space of possibilities (in the above, the interval $[0,1]$) that describes how likely it is to get a particular point or region in that space. Mike Betancourt has an elegant [Introduction to Probability Theory (For Scientists and Engineers)](https://betanalpha.github.io/assets/case_studies/probability_theory.html) that I can recommend." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Hands-on: more clicking" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Use random sampling to simulate how many people click when the CTR is 0.7. How many click? What proportion?" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Solution\n", + "clicks = ___\n", + "n_clicks = ___\n", + "print(f\"Number of clicks = {___}\")\n", + "print(f\"Proportion who clicked = {___}\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "_Discussion point_: This model is known as the bias coin flip. \n", + "- Can you see why?\n", + "- Can it be used to model other phenomena?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Galapagos finch beaks" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "You can also calculate such proportions with real-world data. Here we import a dataset of Finch beak measurements from the Galápagos islands. You can find the data [here](https://datadryad.org/resource/doi:10.5061/dryad.9gh90)." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Import and view head of data\n", + "df_12 = pd.read_csv('../../data/finch_beaks_2012.csv')\n", + "df_12.head()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Store lengths in a pandas series\n", + "lengths = ___" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "* What proportion of birds have a beak length > 10 ?" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "p = ___\n", + "p" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Note:** This is the proportion of birds that have beak length $>10$ in your empirical data, not the probability that any bird drawn from the population will have beak length $>10$." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### A proxy for probability\n", + "\n", + "As stated above, we have calculated a proportion, not a probability. As a proxy for the probability, we can simulate drawing random samples (with replacement) from the data seeing how many lengths are > 10 and calculating the proportion (commonly referred to as [hacker statistics](https://speakerdeck.com/jakevdp/statistics-for-hackers)):" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "n_samples = 10000\n", + "___" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Another way to simulate coin-flips" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In the above, you have used the uniform distribution to sample from a series of biased coin flips. I want to introduce you to another distribution that you can also use to do so: the **binomial distribution**.\n", + "\n", + "The **binomial distribution** with parameters $n$ and $p$ is defined as the probability distribution of\n", + "\n", + "> the number of heads seen when flipping a coin $n$ times when with $p(heads)=p$." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Note** that this distribution essentially tells the **story** of a general model in the following sense: if we believe that they underlying process generating the observed data has a binary outcome (affected by disease or not, head or not, 0 or 1, clicked through or not), and that one the of the two outcomes occurs with probability $p$, then the probability of seeing a particular outcome is given by the **binomial distribution** with parameters $n$ and $p$." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Any process that matches the coin flip story is a Binomial process (note that you'll see such coin flips also referred to as Bernoulli trials in the literature). So we can also formulate the story of the Binomial distribution as\n", + "\n", + "> the number $r$ of successes in $n$ Bernoulli trials with probability $p$ of success, is Binomially distributed. " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We'll now use the binomial distribution to answer the same question as above:\n", + "* If P(heads) = 0.7 and you flip the coin ten times, how many heads will come up?\n", + "\n", + "We'll also set the seed to ensure reproducible results." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Set seed\n", + "___\n", + "\n", + "# Simulate one run of flipping the biased coin 10 times\n", + "___" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Simulating many times to get the distribution\n", + "\n", + "In the above, we have simulated the scenario once. But this only tells us one potential outcome. To see how likely it is to get $n$ heads, for example, we need to simulate it a lot of times and check what proportion ended up with $n$ heads." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Simulate 1,000 run of flipping the biased coin 10 times\n", + "x = ___\n", + "\n", + "# Plot normalized histogram of results\n", + "plt.hist(x, density=True, bins=10);" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "* Group chat: what do you see in the above?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Hands-on" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "- If I flip a biased coin ($P(H)=0.3$) 20 times, what is the probability of 5 or more heads?" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Calculate the probability of 5 or more heads for p=0.3\n", + "___" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "- If I flip a fair coin 20 times, what is the probability of 5 or more heads?" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Calculate the probability of 5 or more heads for p=0.5\n", + "___" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "- Plot the normalized histogram of number of heads of the following experiment: flipping a fair coin 10 times." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Plot histogram \n", + "x = ___\n", + "___;" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Note:** you may have noticed that the _binomial distribution_ can take on only a finite number of values, whereas the _uniform distribution_ above can take on any number between $0$ and $1$. These are different enough cases to warrant special mention of this & two different names: the former is called a _probability mass function_ (PMF) and the latter a _probability distribution function_ (PDF). Time permitting, we may discuss some of the subtleties here. If not, all good texts will cover this. I like (Sivia & Skilling, 2006), among many others.\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Question:** \n", + "* Looking at the histogram, can you tell me the probability of seeing 4 or more heads?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Enter the ECDF." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Empirical cumulative distribution functions (ECDFs)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "An ECDF is, as an alternative to a histogram, a way to visualize univariate data that is rich in information. It allows you to visualize all of your data and, by doing so, avoids the very real problem of binning.\n", + "- can plot control plus experiment\n", + "- data plus model!\n", + "- many populations\n", + "- can see multimodality (though less pronounced) -- a mode becomes a point of inflexion!\n", + "- can read off so much: e.g. percentiles.\n", + "\n", + "See Eric Ma's great post on ECDFS [here](https://ericmjl.github.io/blog/2018/7/14/ecdfs/) AND [this twitter thread](https://twitter.com/allendowney/status/1019171696572583936) (thanks, Allen Downey!).\n", + "\n", + "So what is this ECDF? \n", + "\n", + "**Definition:** In an ECDF, the x-axis is the range of possible values for the data & for any given x-value, the corresponding y-value is the proportion of data points less than or equal to that x-value." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Let's define a handy ECDF function that takes in data and outputs $x$ and $y$ data for the ECDF." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "def ecdf(data):\n", + " \"\"\"Compute ECDF for a one-dimensional array of measurements.\"\"\"\n", + " # Number of data points\n", + " n = len(data)\n", + "\n", + " # x-data for the ECDF\n", + " x = np.sort(data)\n", + "\n", + " # y-data for the ECDF\n", + " y = np.arange(1, n+1) / n\n", + "\n", + " return x, y" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Hands-on" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Plot the ECDF for the previous hands-on exercise. Read the answer to the following question off the ECDF: the probability of seeing 4 or more heads?" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Generate x- and y-data for the ECDF\n", + "x_flips, y_flips = ___\n", + "\n", + "# Plot the ECDF\n", + "___;" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 3. PROBABILITY DISTRIBUTIONS AND THEIR STORIES" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Credit:** Thank you to [Justin Bois](http://bois.caltech.edu/) for countless hours of discussion, work and collaboration on thinking about probability distributions and their stories. All of the following is inspired by Justin & his work, if not explicitly drawn from." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "___\n", + "\n", + "In the above, we saw that we could match data-generating processes with binary outcomes to the story of the binomial distribution.\n", + "\n", + "> The Binomial distribution's story is as follows: the number $r$ of successes in $n$ Bernoulli trials with probability $p$ of success, is Binomially distributed. \n", + "\n", + "There are many other distributions with stories also!" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Poisson processes and the Poisson distribution" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In the book [Information Theory, Inference and Learning Algorithms](https://www.amazon.com/Information-Theory-Inference-Learning-Algorithms/dp/0521642981) David MacKay tells the tale of a town called Poissonville, in which the buses have an odd schedule. Standing at a bus stop in Poissonville, the amount of time you have to wait for a bus is totally independent of when the previous bus arrived. This means you could watch a bus drive off and another arrive almost instantaneously, or you could be waiting for hours.\n", + "\n", + "Arrival of buses in Poissonville is what we call a Poisson process. The timing of the next event is completely independent of when the previous event happened. Many real-life processes behave in this way. \n", + "\n", + "* natural births in a given hospital (there is a well-defined average number of natural births per year, and the timing of one birth is independent of the timing of the previous one);\n", + "* Landings on a website;\n", + "* Meteor strikes;\n", + "* Molecular collisions in a gas;\n", + "* Aviation incidents.\n", + "\n", + "Any process that matches the buses in Poissonville **story** is a Poisson process.\n", + "\n", + " " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The number of arrivals of a Poisson process in a given amount of time is Poisson distributed. The Poisson distribution has one parameter, the average number of arrivals in a given length of time. So, to match the story, we could consider the number of hits on a website in an hour with an average of six hits per hour. This is Poisson distributed." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Generate Poisson-distributed data\n", + "samples = ___\n", + "\n", + "# Plot histogram\n", + "___;" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Question:** Does this look like anything to you?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In fact, the Poisson distribution is the limit of the Binomial distribution for low probability of success and large number of trials, that is, for rare events. " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "To see this, think about the stories. Picture this: you're doing a Bernoulli trial once a minute for an hour, each with a success probability of 0.05. We would do 60 trials, and the number of successes is Binomially distributed, and we would expect to get about 3 successes. This is just like the Poisson story of seeing 3 buses on average arrive in a given interval of time. Thus the Poisson distribution with arrival rate equal to np approximates a Binomial distribution for n Bernoulli trials with probability p of success (with n large and p small). This is useful because the Poisson distribution can be simpler to work with as it has only one parameter instead of two for the Binomial distribution." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Hands-on" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Plot the ECDF of the Poisson-distributed data that you generated above." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Generate x- and y-data for the ECDF\n", + "x_p, y_p = ___\n", + "\n", + "# Plot the ECDF\n", + "___;" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Example Poisson distribution: field goals attempted per game" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "This section is explicitly taken from the great work of Justin Bois. You can find more [here](https://github.com/justinbois/dataframed-plot-examples/blob/master/lebron_field_goals.ipynb)." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Let's first remind ourselves of the story behind the Poisson distribution.\n", + "> The number of arrivals of a Poisson processes in a given set time interval is Poisson distributed.\n", + "\n", + "To quote Justin Bois:\n", + "\n", + "> We could model field goal attempts in a basketball game using a Poisson distribution. When a player takes a shot is a largely stochastic process, being influenced by the myriad ebbs and flows of a basketball game. Some players shoot more than others, though, so there is a well-defined rate of shooting. Let's consider LeBron James's field goal attempts for the 2017-2018 NBA season." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "First thing's first, the data ([from here](https://www.basketball-reference.com/players/j/jamesle01/gamelog/2018)):" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "fga = [19, 16, 15, 20, 20, 11, 15, 22, 34, 17, 20, 24, 14, 14, \n", + " 24, 26, 14, 17, 20, 23, 16, 11, 22, 15, 18, 22, 23, 13, \n", + " 18, 15, 23, 22, 23, 18, 17, 22, 17, 15, 23, 8, 16, 25, \n", + " 18, 16, 17, 23, 17, 15, 20, 21, 10, 17, 22, 20, 20, 23, \n", + " 17, 18, 16, 25, 25, 24, 19, 17, 25, 20, 20, 14, 25, 26, \n", + " 29, 19, 16, 19, 18, 26, 24, 21, 14, 20, 29, 16, 9]" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "To show that this LeBron's attempts are ~ Poisson distributed, you're now going to plot the ECDF and compare it with the the ECDF of the Poisson distribution that has the mean of the data (technically, this is the maximum likelihood estimate)." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## HANDS ON" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Generate the x and y values for the ECDF of LeBron's field attempt goals." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Generate x & y data for ECDF\n", + "x_ecdf, y_ecdf = ___" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now we'll draw samples out of a Poisson distribution to get the theoretical ECDF (that is, simulating the model), plot it with the ECDF of the data and see how they look." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Number of times we simulate the model\n", + "n_reps = 1000\n", + "\n", + "# Plot ECDF of data\n", + "plt.plot(x_ecdf, y_ecdf, '.', color='black');\n", + "\n", + "# Plot ECDF of model\n", + "for _ in range(n_reps):\n", + " samples = ___\n", + " x_theor, y_theor = ___\n", + " plt.plot(x_theor, y_theor, '.', alpha=0.01, color='lightgray');\n", + "\n", + "\n", + "# Label your axes\n", + "plt.xlabel('field goal attempts')\n", + "plt.ylabel('ECDF')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "You can see from the ECDF that LeBron's field goal attempts per game are ~ Poisson distributed." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Exponential distribution" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We've encountered a variety of named _discrete distributions_. There are also named _continuous distributions_, such as the exponential distribution and the normal (or Gaussian) distribution. To see what the story of the exponential distribution is, let's return to Poissonville, in which the number of buses that will arrive per hour are Poisson distributed.\n", + "However, the waiting time between arrivals of a Poisson process are exponentially distributed.\n", + "\n", + "So: the exponential distribution has the following story: the waiting time between arrivals of a Poisson process are exponentially distributed. It has a single parameter, the mean waiting time. This distribution is not peaked, as we can see from its PDF.\n", + "\n", + "For an illustrative example, lets check out the time between all incidents involving nuclear power since 1974. It's a reasonable first approximation to expect incidents to be well-modeled by a Poisson process, which means the timing of one incident is independent of all others. If this is the case, the time between incidents should be exponentially distributed.\n", + "\n", + "\n", + "To see if this story is credible, we can plot the ECDF of the data with the CDF that we'd get from an exponential distribution with the sole parameter, the mean, given by the mean inter-incident time of the data.\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Load nuclear power accidents data & create array of inter-incident times\n", + "df = pd.read_csv('../../data/nuclear_power_accidents.csv')\n", + "df.Date = pd.to_datetime(df.Date)\n", + "df = df[df.Date >= pd.to_datetime('1974-01-01')]\n", + "inter_times = np.diff(np.sort(df.Date)).astype(float) / 1e9 / 3600 / 24" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Compute mean and sample from exponential\n", + "mean = ___\n", + "samples = ___\n", + "\n", + "# Compute ECDFs for sample & model\n", + "x, y = ___\n", + "x_theor, y_theor = ___" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Plot sample & model ECDFs\n", + "___;\n", + "plt.plot(x, y, marker='.', linestyle='none');" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We see that the data is close to being Exponentially distributed, which means that we can model the nuclear incidents as a Poisson process." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Normal distribution" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The normal distribution, also known as the Gaussian or Bell Curve, appears everywhere. There are many reasons for this. One is the following:\n", + "\n", + "> When doing repeated measurements, we expect them to be normally distributed, owing to the many subprocesses that contribute to a measurement. This is because (a formulation of the Central Limit Theorem) **any quantity that emerges as the sum of a large number of subprocesses tends to be Normally distributed** provided none of the subprocesses is very broadly distributed.\n", + "\n", + "Now it's time to see if this holds for the measurements of the speed of light in the famous Michelson–Morley experiment:" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Below, I'll plot the histogram with a Gaussian curve fitted to it. Even if that looks good, though, that could be due to binning bias. SO then you'll plot the ECDF of the data and the CDF of the model!" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Load data, plot histogram \n", + "import scipy.stats as st\n", + "df = pd.read_csv('../../data/michelson_speed_of_light.csv')\n", + "df = df.rename(columns={'velocity of light in air (km/s)': 'c'})\n", + "c = df.c.values\n", + "x_s = np.linspace(299.6, 300.1, 400) * 1000\n", + "plt.plot(x_s, st.norm.pdf(x_s, c.mean(), c.std(ddof=1)))\n", + "plt.hist(c, bins=9, density=True)\n", + "plt.xlabel('speed of light (km/s)')\n", + "plt.ylabel('PDF')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## HANDS ON" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Get speed of light measurement + mean & standard deviation\n", + "michelson_speed_of_light = df.c.values\n", + "mean = np.mean(michelson_speed_of_light)\n", + "std = np.std(michelson_speed_of_light, ddof=1)\n", + "\n", + "# Generate normal samples w/ mean, std of data\n", + "samples = ___\n", + "\n", + "# Generate data ECDF & model CDF\n", + "x, y = ___\n", + "x_theor, y_theor = ___\n", + "\n", + "# Plot data & model (E)CDFs\n", + "___;\n", + "___;\n", + "plt.xlabel('speed of light (km/s)')\n", + "plt.ylabel('CDF')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Some of you may ask but is the data really normal? I urge you to check out Allen Downey's post [_Are your data normal? Hint: no._ ](http://allendowney.blogspot.com/2013/08/are-my-data-normal.html)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 4. Joint Probability & Conditional Probability" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Joint Probability" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We have already encountered joint probabilities above, perhaps without knowing it: $P(A,B)$ is the probability two events $A$ and $B$ _both_ occurring.\n", + "* For example, getting two heads in a row.\n", + "\n", + "If $A$ and $B$ are independent, then $P(A,B)=P(A)P(B)$ but be warned: this is not always (or often) the case.\n", + "\n", + "One way to think of this is considering \"AND\" as multiplication: the probability of A **and** B is the probability of A **multiplied** by the probability of B." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### HANDS-ON: JOINT PROBABILITY COIN FLIPPING" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Verify that $P(A,B)=P(A)P(B)$ in the two fair coin-flip case (A=heads, B=heads) by \n", + "- first simulating two coins being flipped together and calculating the proportion of occurences with two heads;\n", + "- then simulating one coin flip and calculating the proportion of heads and then doing that again and multiplying the two proportions.\n", + "\n", + "Your two calculations should give \"pretty close\" results and not the same results due to the (in)accuracy of simulation. " + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Solution: Calculate P(A,B)\n", + "x_0 = ___\n", + "p_ab = ___\n", + "___;\n", + "print(p_ab)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Solution: Calculate P(A)P(B)\n", + "x_1 = np.random.binomial(1, 0.5, 10000)\n", + "x_2 = np.random.binomial(1, 0.5, 10000)\n", + "p_a = ___\n", + "p_b = ___\n", + "p_a*p_b" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Note:** In order to use such simulation and _hacker statistics_ approaches to \"prove\" results such as the above, we're gliding over several coupled and deep technicalities. This is in the interests of the pedagogical nature of this introduction. For the sake of completeness, we'll mention that we're essentially\n", + "- Using the proportion in our simulations as a proxy for the probability (which, although Frequentist, is useful to allow you to start getting your hands dirty with probability via simluation).\n", + "\n", + "Having stated this, for ease of instruction, we'll continue to do so when thinking about joint & conditional probabilities of both simulated and real data. " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### HANDS-ON: joint probability for birds" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "What is the probability that two randomly selected birds have beak depths over 10 ?" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Calculate P(A)P(B) of two birds having beak lengths > 10\n", + "p_a = ___\n", + "p_b = ___\n", + "p_a*p_b" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "* Calculate the joint probability using the resampling method, that is, by drawing random samples (with replacement) from the data. First calculate $P(A)P(B)$:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Calculate P(A)P(B) using resampling methods\n", + "n_samples = 100000\n", + "p_a = sum(___)/n_samples\n", + "p_b = sum(___)/n_samples\n", + "p_a*p_b" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now calculate $P(A,B)$:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Calculate P(A,B) using resampling methods\n", + "n_samples = 100000\n", + "samples = ___\n", + "_ = samples > (10, 10)\n", + "p_ab = sum(___)/n_samples\n", + "p_ab" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Task:** Interpret the results of your simulations." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Conditional Probability" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now that we have a grasp on joint probabilities, lets consider conditional probabilities, that is, the probability of some $A$, knowing that some other $B$ is true. We use the notation $P(A|B)$ to denote this. For example, you can ask the question \"What is the probability of a finch beak having depth $<10$, knowing that the finch is of species 'fortis'?\"" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### Example: conditional probability for birds" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "1. What is the probability of a finch beak having depth > 10 ?\n", + "2. What if we know the finch is of species 'fortis'?\n", + "3. What if we know the finch is of species 'scandens'?" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "___" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "df_fortis = df_12.loc[df_12['species'] == 'fortis']\n", + "___" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "df_scandens = df_12.loc[df_12['species'] == 'scandens']\n", + "___" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Note:** These proportions are definitely different. We can't say much more currently but we'll soon see how to use hypothesis testing to see what else we can say about the differences between the species of finches." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Joint and conditional probabilities\n", + "\n", + "Conditional and joint probabilites are related by the following:\n", + "$$ P(A,B) = P(A|B)P(B)$$" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Homework exercise for the avid learner:** verify the above relationship using simulation/resampling techniques in one of the cases above." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Hands on example: drug testing" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Question:** Suppose that a test for using a particular drug has 99% sensitivity (true positive rate) and 99% specificity (true negative rate), that is, a 1% false positive rate and 1% false negative rate. Suppose that 0.5% (5 in 1,000) of people are users of the drug. What is the probability that a randomly selected individual with a positive test is a drug user?\n", + "\n", + "**If we can answer this, it will be really cool as it shows how we can move from knowing $P(+|user)$ to $P(user|+)$, a MVP for being able to move from $P(data|model)$ to $P(model|data)$.**" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In the spirit of this workshop, it's now time to harness your computational power and the intuition of simulation to solve this drug testing example. \n", + "\n", + "* Before doing so, what do you think the answer to the question _\"What is the probability that a randomly selected individual with a positive test is a drug user?\"_ is? Write down your guess." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Take 10,000 subjects\n", + "n = 100000\n", + "# Sample for number of users, non-users\n", + "users = ___\n", + "non_users = ___" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# How many of these users tested +ve ?\n", + "u_pos = ___\n", + "# How many of these non-users tested +ve ?\n", + "non_pos = ___" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# how many of those +ve tests were for users?\n", + "u_pos/(u_pos+non_pos)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Discussion**: What you have been able to do here is to solve the following problem: you knew $P(+|user)=0.99$, but you were trying to figure out $P(user|+)$. Is the answer what you expected? If not, why not? \n", + "\n", + "If you were surprised at the answer, that's not too surprising: you've experienced the [base rate fallacy](https://en.wikipedia.org/wiki/Base_rate_fallacy). The base rate of 99% true positive may lead one to think that most positive tests will be of users, however the vast majority of the overall population are non-users, which means that there will be more that test positive incorrectly than one would otherwise expect.\n", + "\n", + "**Key note:** This is related to the serious scientific challenge posed at the beginning here: if you know the underlying parameters/model, you can figure out the distribution and the result, but often we have only the experimental result and we're trying to figure out the most appropriate model and parameters.\n", + "\n", + "It is Bayes' Theorem that lets us move between these." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 5. Bayes' Theorem\n", + "\n", + "$$P(B|A) = \\frac{P(A|B)P(B)}{P(A)}$$" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "As you may have guessed, it is Bayes' Theorem that will allow us to move back and forth between $P(data|model)$ and $P(model|data)$. As we have seen, $P(model|data)$ is usually what we're interested in as data scientists yet $P(data|model)$ is what we can easily compute, either by simulating our model or using analytic equations." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**One of the coolest things:** Bayes Theorem can be proved with a few lines of mathematics. Your instructor will do this on the chalk/white-board now." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Bayes Theorem solves the above drug testing problem\n", + "\n", + "Bayes Theorem can be used to analytically derive the solution to the 'drug testing' example above as follows." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "From Bayes Theorem, \n", + "\n", + "$$P(user|+) = \\frac{P(+|user)P(user)}{P(+)}$$\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We can expand the denominator here into \n", + "\n", + "$$P(+) = P(+,user) + P(+,non-user) $$\n", + "\n", + "so that\n", + "\n", + "$$ P(+)=P(+|user)P(user) + P(+|non-user)P(non-user)$$\n", + "\n", + "and \n", + "\n", + "$$P(user|+) = \\frac{P(+|user)P(user)}{P(+|user)P(user) + P(+|non-user)P(non-user)}$$." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Calculating this explicitly yields\n", + "\n", + "$$P(user|+) = \\frac{0.99\\times 0.005}{0.99\\times 0.005 + 0.01\\times 0.995} = 0.332 $$" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "This means that if an individual tests positive, there is still only a 33.2% chance that they are a user! This is because the number of non-users is so high compared to the number of users." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Coming up: from Bayes Theorem to Bayesian Inference!" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.6" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/notebooks/ODSC-East-2020-04-14/02-Instructor-Parameter_estimation_hypothesis_testing.ipynb b/notebooks/ODSC-East-2020-04-14/02-Instructor-Parameter_estimation_hypothesis_testing.ipynb new file mode 100644 index 0000000..a0a4dda --- /dev/null +++ b/notebooks/ODSC-East-2020-04-14/02-Instructor-Parameter_estimation_hypothesis_testing.ipynb @@ -0,0 +1,785 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Parameter estimation and hypothesis testing" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "#Import packages\n", + "import numpy as np\n", + "import pandas as pd\n", + "import seaborn as sns\n", + "import matplotlib.pyplot as plt\n", + "import pymc3 as pm\n", + "from ipywidgets import interact\n", + "import arviz as az\n", + "%matplotlib inline\n", + "sns.set()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Learning Objectives of Part 2" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "1. Understand what priors, likelihoods and posteriors are;\n", + "2. Use random sampling for parameter estimation to appreciate the relationship between sample size & the posterior distribution, along with the effect of the prior;\n", + "3. Use probabilistic programming for parameter estimation;\n", + "4. Use probabilistic programming for hypothesis testing." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 1. From Bayes Theorem to Bayesian Inference" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Let's say that we flip a biased coin several times and we want to estimate the probability of heads from the number of heads we saw. Statistical intuition tells us that our best estimate of $p(heads)=$ number of heads divided by total number of flips.\n", + "\n", + "However, \n", + "\n", + "1. It doesn't tell us how certain we can be of that estimate and\n", + "2. This type of intuition doesn't extend to even slightly more complex examples.\n", + "\n", + "Bayesian inference helps us here. We can calculate the probability of a particular $p=p(H)$ given data $D$ by setting $A$ in Bayes Theorem equal to $p$ and $B$ equal to $D$." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "\n", + "$$P(p|D) = \\frac{P(D|p)P(p)}{P(D)} $$\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In this equation, we call $P(p)$ the prior (distribution), $P(D|p)$ the likelihood and $P(p|D)$ the posterior (distribution). The intuition behind the nomenclature is as follows: the prior is the distribution containing our knowledge about $p$ prior to the introduction of the data $D$ & the posterior is the distribution containing our knowledge about $p$ after considering the data $D$." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Note** that we're _overloading_ the term _probability_ here. In fact, we have 3 distinct usages of the word:\n", + "- The probability $p$ of seeing a head when flipping a coin;\n", + "- The resulting binomial probability distribution $P(D|p)$ of seeing the data $D$, given $p$;\n", + "- The prior & posterior probability distributions of $p$, encoding our _uncertainty_ about the value of $p$." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Key concept:** We only need to know the posterior distribution $P(p|D)$ up to multiplication by a constant at the moment: this is because we really only care about the values of $P(p|D)$ relative to each other – for example, what is the most likely value of $p$? To answer such questions, we only need to know what $P(p|D)$ is proportional to, as a function of $p$. Thus we don’t currently need to worry about the term $P(D)$. In fact,\n", + "\n", + "$$P(p|D) \\propto P(D|p)P(p) $$\n", + "\n", + "**Note:** What is the prior? Really, what do we know about $p$ before we see any data? Well, as it is a probability, we know that $0\\leq p \\leq1$. If we haven’t flipped any coins yet, we don’t know much else: so it seems logical that all values of $p$ within this interval are equally likely, i.e., $P(p)=1$, for $0\\leq p \\leq1$. This is known as an uninformative prior because it contains little information (there are other uninformative priors we may use in this situation, such as the Jeffreys prior, to be discussed later). People who like to hate on Bayesian inference tend to claim that the need to choose a prior makes Bayesian methods somewhat arbitrary, but as we’ll now see, if you have enough data, the likelihood dominates over the prior and the latter doesn’t matter so much." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "\n", + "**Essential remark:** we get the whole distribution of $P(p|D)$, not merely a point estimate plus errors bars, such as [95% confidence intervals](http://andrewgelman.com/2018/07/04/4th-july-lets-declare-independence-95/).\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 2. Bayesian parameter estimation I: flip those coins" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now let's generate some coin flips and try to estimate $p(H)$. Two notes:\n", + "- given data $D$ consisting of $n$ coin tosses & $k$ heads, the likelihood function is given by $L:=P(D|p) \\propto p^k(1-p)^{n-k}$;\n", + "- given a uniform prior, the posterior is proportional to the likelihood." + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "def plot_posterior(p=0.6, N=0):\n", + " \"\"\"Plot the posterior given a uniform prior; Bernoulli trials\n", + " with probability p; sample size N\"\"\"\n", + " np.random.seed(42)\n", + " # Flip coins \n", + " n_successes = np.random.binomial(N, p)\n", + " # X-axis for PDF\n", + " x = np.linspace(0, 1, 100)\n", + " # Prior\n", + " prior = 1\n", + " # Compute posterior, given the likelihood (analytic form)\n", + " posterior = x**n_successes*(1-x)**(N-n_successes)*prior\n", + " posterior /= np.max(posterior) # so that peak always at 1\n", + " plt.plot(x, posterior)\n", + " plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plot_posterior(N=10)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "* Now use the great ipywidget interact to check out the posterior as you generate more and more data (you can also vary $p$):" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "a2b8fe422627493b8e50a595a5a0c825", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "interactive(children=(FloatSlider(value=0.6, description='p', max=1.0, step=0.01), IntSlider(value=0, descript…" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "interact(plot_posterior, p=(0, 1, 0.01), N=(0, 1500));" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Notes for discussion:**\n", + "\n", + "* as you generate more and more data, your posterior gets narrower, i.e. you get more and more certain of your estimate.\n", + "* you need more data to be certain of your estimate when $p=0.5$, as opposed to when $p=0$ or $p=1$. " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### The choice of the prior" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "You may have noticed that we needed to choose a prior and that, in the small to medium data limit, this choice can affect the posterior. We'll briefly introduce several types of priors and then you'll use one of them for the example above to see the effect of the prior:\n", + "\n", + "- **Informative priors** express specific, definite information about a variable, for example, if we got a coin from the mint, we may use an informative prior with a peak at $p=0.5$ and small variance. \n", + "- **Weakly informative priors** express partial information about a variable, such as a peak at $p=0.5$ (if we have no reason to believe the coin is biased), with a larger variance.\n", + "- **Uninformative priors** express no information about a variable, except what we know for sure, such as knowing that $0\\leq p \\leq1$.\n", + "\n", + "Now you may think that the _uniform distribution_ is uninformative, however, what if I am thinking about this question in terms of the probability $p$ and Eric Ma is thinking about it in terms of the _odds ratio_ $r=\\frac{p}{1-p}$? Eric rightly feels that he has no prior knowledge as to what this $r$ is and thus chooses the uniform prior on $r$.\n", + "\n", + "With a bit of algebra (transformation of variables), we can show that choosing the uniform prior on $p$ amounts to choosing a decidedly non-uniform prior on $r$ and vice versa. So Eric and I have actually chosen different priors, using the same philosophy. How do we avoid this happening? Enter the **Jeffreys prior**, which is an uninformative prior that solves this problem. You can read more about the Jeffreys prior [here](https://en.wikipedia.org/wiki/Jeffreys_prior) & in your favourite Bayesian text book (Sivia gives a nice treatment). \n", + "\n", + "In the binomial (coin flip) case, the Jeffreys prior is given by $P(p) = \\frac{1}{\\sqrt{p(1-p)}}$.\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### Hands-on" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "* Create an interactive plot like the one above, except that it has two posteriors on it: one for the uniform prior, another for the Jeffries prior." + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [], + "source": [ + "# Solution\n", + "def plot_posteriors(p=0.6, N=0):\n", + " np.random.seed(42)\n", + " n_successes = np.random.binomial(N, p)\n", + " x = np.linspace(0.01, 0.99, 100)\n", + " posterior1 = x**n_successes*(1-x)**(N-n_successes) # w/ uniform prior\n", + " posterior1 /= np.max(posterior1) # so that peak always at 1\n", + " plt.plot(x, posterior1, label='Uniform prior')\n", + " jp = np.sqrt(x*(1-x))**(-1) # Jeffreys prior\n", + " posterior2 = posterior1*jp # w/ Jeffreys prior\n", + " posterior2 /= np.max(posterior2) # so that peak always at 1 (not quite correct to do; see below)\n", + " plt.plot(x, posterior2, label='Jeffreys prior')\n", + " plt.legend()\n", + " plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "ad9040b7630c4b36ab6392914eddf494", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "interactive(children=(FloatSlider(value=0.6, description='p', max=1.0, step=0.01), IntSlider(value=0, descript…" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "interact(plot_posteriors, p=(0, 1, 0.01), N=(0, 100));" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Question:** What happens to the posteriors as you generate more and more data?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 3. Bayesian parameter estimation using PyMC3" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Well done! You've learnt the basics of Bayesian model building. The steps are\n", + "1. To completely specify the model in terms of _probability distributions_. This includes specifying \n", + " - what the form of the sampling distribution of the data is _and_ \n", + " - what form describes our _uncertainty_ in the unknown parameters (This formulation is adapted from [Fonnesbeck's workshop](https://github.com/fonnesbeck/intro_stat_modeling_2017/blob/master/notebooks/2.%20Basic%20Bayesian%20Inference.ipynb) as Chris said it so well there).\n", + "2. Calculate the _posterior distribution_.\n", + "\n", + "In the above, the form of the sampling distribution of the data was Binomial (described by the likelihood) and the uncertainty around the unknown parameter $p$ captured by the prior." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now it is time to do the same using the **probabilistic programming language** PyMC3. There's _loads of cool stuff_ about PyMC3 and this paradigm, two of which are\n", + "- _probabililty distributions_ are first class citizens, in that we can assign them to variables and use them intuitively to mirror how we think about priors, likelihoods & posteriors.\n", + "- PyMC3 calculates the posterior for us!\n", + "\n", + "Under the hood, PyMC3 will compute the posterior using a sampling based approach called Markov Chain Monte Carlo (MCMC) or Variational Inference. Check the [PyMC3 docs](https://docs.pymc.io/) for more on these. \n", + "\n", + "But now, it's time to bust out some MCMC and get sampling!" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Parameter estimation I: click-through rate" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "A common experiment in tech data science is to test a product change and see how it affects a metric that you're interested in. Say that I don't think enough people are clicking a button on my website & I hypothesize that it's because the button is a similar color to the background of the page. Then I can set up two pages and send some people to each: the first the original page, the second a page that is identical, except that it has a button that is of higher contrast and see if more people click through. This is commonly referred to as an A/B test and the metric of interest is click-through rate (CTR), what proportion of people click through. Before even looking at two rates, let's use PyMC3 to estimate one.\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "First generate click-through data, given a CTR $p_a=0.15$." + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [], + "source": [ + "# click-through rates\n", + "p_a = 0.15\n", + "N = 150\n", + "n_successes_a = np.sum(np.random.binomial(N, p_a))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now it's time to build your probability model. Noticing that our model of having a constant CTR resulting in click or not is a biased coin flip,\n", + "- the sampling distribution is binomial and we need to encode this in the likelihood;\n", + "- there is a single parameter $p$ that we need to describe the uncertainty around, using a prior and we'll use a uniform prior for this.\n", + "\n", + "These are the ingredients for the model so let's now build it:" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [], + "source": [ + "# Build model of p_a\n", + "with pm.Model() as Model:\n", + " # Prior on p\n", + " prob = pm.Uniform('p')\n", + " # Binomial Likelihood\n", + " y = pm.Binomial('y', n=N, p=prob, observed=n_successes_a)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Discussion:** \n", + "- What do you think of the API for PyMC3. Does it reflect how we think about model building?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "It's now time to sample from the posterior using PyMC3. You'll also plot the posterior:" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Auto-assigning NUTS sampler...\n", + "Initializing NUTS using jitter+adapt_diag...\n", + "Multiprocess sampling (4 chains in 4 jobs)\n", + "NUTS: [p]\n", + "Sampling 4 chains: 100%|██████████| 10000/10000 [00:01<00:00, 5931.68draws/s]\n", + "The acceptance probability does not match the target. It is 0.8922666867337682, but should be close to 0.8. Try to increase the number of tuning steps.\n", + "The acceptance probability does not match the target. It is 0.8878163923648399, but should be close to 0.8. Try to increase the number of tuning steps.\n" + ] + } + ], + "source": [ + "with Model:\n", + " samples = pm.sample(2000)" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAbgAAAEoCAYAAAAqrOTwAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4xLjEsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy8QZhcZAAAZaklEQVR4nO3deXxU1cHG8WeyJ5CQhCTsi0EIorjiq9XIooIsBgSViktFighUxQWKCLwiSrEUFEQBwfbFutSNRQOIgLgviNUKyiK+WHZIIAkJIclkZu77B2+nDZlMwmQykzn5fT+f/DH33Jl7cnJvnrnnnnuuzbIsSwAAGCYs2BUAAKAuEHAAACMRcAAAIxFwAAAjEXAAACMRcAAAIxFwAAAjEXAAACNFBLsCQEOwadMmzZ49Wy1bttTu3bsVExOjp556Sh06dAh21QBjcQYHBMgPP/ygO+64Q9nZ2RoyZIgmTJgQ7CoBRiPggADp3LmzunXrJkm68cYbtX37duXn5we5VoC5CDggQMLDw2u0DIB/EHBAgOzYsUM7duyQJL3xxhu66KKLlJCQEORaAeZikAkQICkpKZo7d64OHDig5ORkzZo1K9hVAoxGwAEB0rhxYy1atCjY1QAaDLooAQBGsvHAUwCAiTiDAwAYiYADABiJgAMAGMnrKMrc3CK/bCQpKU75+Sf98lkNHW3pX7Sn/9CW/kNb1lxqanyVZQE5g4uIYLYGf6Et/Yv29B/a0n9oS/+gixIAYCQCDgBgJAIOAGAkAg4AYCQCDgBgJAIOAGAkAg4AYCQCDgBgJAIOAGAkAg4AYCSe6A3UgMNlqczu9FgWHRWuiDBbgGsEoDoEHFADZXantu4+6rGsa3qKImI4lID6hi5KAICRCDgAgJEIOACAkQg4AICRCDgAgJEIOACAkQg4AICRCDgAgJEIOACAkQg4AICRCDgAgJEIOACAkZghFiGHmf0B1AQBh5DDzP4AaoIuSgCAkQg4AICRCDgAgJEIOACAkQg4AICRCDgAgJEIOACAkQg4AICRCDgAgJEIOACAkZjTCGax2VRc6vBYxDyVQMNCwMEododTO/fkeSxjnkqgYaGLEgBgJAIOAGAk+muAWtr01ed66X8Wym63q0OHjpo0aaoaNWpcab3331+j1157WTabTTExMXrggfHq3LlLEGoMNAycwQG1cKLouObMflJPPjlLf/vbcrVs2UoLFz5Xab29e/+pBQvmac6c+Vq69DXdeecIPfrohCDUGGg4OINDUPj6VO5vv/1GCxc+p6hGSco9vF9R0THq1fcmfbYxW7mHD6h7z6vVvd8d+vH7Tdqw+g05nQ5FRUXr+ptGqGv6VcrLO6Y//ekPysvLU17eMbVp01pTpz6ppKRk3XhTlnr37q/vvvtGuTlHdG3vfrrzrnv07d+/1pLF81VaVnF05oAbh6v4RKEyOp2jNm3aSpIGD75Jw4cP08MPT5TN9u/fITIyShMnTlVKSookqXPnLsrLO6by8nJFRkb6o0kBnIaAQ1DU5qncO3du17hHn1arth20ZN5j2vjeWxozfqbKSk7qiYl3qlX6hXpvxV81ZvxMNWqcoMMH9+iFp6eod+ZyfbBhnc49t6tuv324LMvS5MkPa+3aNRo27HbJsrTvcJ7uun+Gjucf1cwpo9Tu3CvVNCVd8xa85HF05sb33lJKWjP369TUNBUXF+vkyeIK3ZQtWrRUixYtJUmWZWn+/GeUmdmdcAPqEAGHkNO8RQu1attBktQ0tbliYxspIiJSEfFNFBvXSAf3/6LC4/l64enJ7vfYwmw6cHC/hg4dpu+//06vv/6K9u/fp127dunsszu71zv3wsskSU2SUtQ4volKik/op5x/6PmnXlKZvfIZnGVZHvv5w8LCPda9pKREM2ZMU07OEc2ZM7+WLQHAGwIO9Y+Xm7VL7U5FRkZVWBYWXjFMbDabOp5zge4YNdG9rCAvV+3bp2vBgme1ffuPGjBgoC6+uJsiImyyLMu9XmRkdIXPsSxLnbpcqKx+V3s8gztRVKhftv/ifn30aK7i4xMUGxtbad3Dhw9r4sQH1b59e82fv0jR0THVNASA2mCQCeodu+NU96Wnn92HjlcIJE/SO52nn7Z9q5xD+yRJ27du1pzp98puL9PXX3+loUOHqW/fAUpKStYXX3whl8vlc107dblIO7b/oH379kqSVq5cpquu6lFpvZMni3XfffeoR49eevzxmYQbEACcwcE4NptNN91+n15ZMkuWLIWFheuu301VbFwjDbvtLs1/bq4WL16o8IgInXveBdqzd6+KSx3yHpuexSck6uEJUzVlykQ5HOVq1aq1pkx5XJK0Y8c2PfXUk1q69DUtW/amjhw5pE8++UiffPKR+/3z5i1QkyaJ/vnFAVRgs7x8Hc7NLfLLRlJT4/32WQ2dKW1ZXOqocpBJRrvkKqfbqq78TMsS4mNVWFRSq8/tmp6iRkwBZsy+WR/QljWXmhpfZRldlAAAI/G1E3XG271unpcCgP8QcKgz3u51y2iXHODaAGho6KIEABiJgAMAGImAAwAYiYADABiJgAMAGIlRlEBteZk7U/L++B8AdYeAA2rJ7nB6nXmlusf/AKgbHHVAXfNyhsfZHVB3CDigjnk7w+PsDqg7DDIBABiJgAMAGImAAwAYiYADABiJgAMAGImAAwAYiYADABiJgAMAGImAAwAYiYADABiJgAMAGImAAwAYiYADABiJgAMAGImAAwAYiYADABiJgAMAGImAAwAYiYADABiJgAMAGImAAwAYiYADABiJgAMAGImAAwAYiYADABgpItgVAOCZw2WpzO70WBYdFa6IMFuAawSEFgIOCCabTcWlDo9FTknbdh/1WNY1PUURMRy+gDccIUAQ2R1O7dyT57Eso11ygGsDmIVrcAAAIxFwAAAjEXAAACMRcAAAIzHIBD7zNoxdOjUKEACChYCDz8rsTm2tYhi7xChAAMFFFyUAwEgEHADASAQcAMBIXIMDQpGXKb4k5qoEJAIOCEnepviSmKsSkOiiBAAYioADABiJgAMAGImAAwAYiavQ8MrbdFxMxQWgPiPg4JW36biYigtAfUYXJQDASAQcAMBIBBwAwEgEHADASAQcAMBIBBwAwEgEHADASAQcAMBIBBwAwEgEHADASAQcAMBIBBwAwEgEHADASAQcAMBIPC4HMJHNpuJSh8ei6KhwRYTZAlwhIPAIOMBAdodTO/fkeSzrmp6iiBgOfZiPLkoAgJEIOACAkQg4AICRCDgAgJEIOACAkQg4AICRCDgAgJEIOACAkbjbE3K4LJXZnR7LPC8FgPqPgIPK7E5t3X3UY1lGu+QA1wbB5O3LjsQ0XwgtBBwAN29fdiSm+UJo4RocAMBIBBwAwEgEHADASAQcAMBIBBwAwEgEHADASAQcAMBIBBwAwEgEHADASAQcAMBIBBwAwEgEHADASAQcAMBIBBwAwEg896KB4KGmABoaAq6B4KGmcLPZVFzq8FjElx2YhIADGhi7w6mde/I8lvFlBybhGhwAwEgEHADASAQcAMBIBBwAwEgEHADASAQcAMBIBBwAwEgEHADASAQcAMBIBBwAwEgEHADASAQcAMBIBBwAwEgEHADASAQcAMBIBBwAwEg88BQh67ON2fr8w1WKjIxSWos2GnLrGEkVH9i5dOEMJTRJ/v8y6cuP39NH7y9TbKPGuuOeR5QQf5Yk6cVnH9P94x6WlOBxW8/MflJxTZqrZ58hFZaPH3W9XnlzjfKOHtHMyXerRat27jJLlq66eqAy2t2in3du0YvPTlNas1aSJJfLpUbxTTR8+G8V27SDn1oEwH8i4AzhcFkqszurLK+6JDT9vGOLPlz7tu6bNEeJSSn6+5cb9dbL83XRzNnudT5c+7Z+2fWjLuh2lXvZxrVv6/fTF+qH777UFx+u1lln3avvv/lMzVq0VZu27at80nVNREZF6aH/nu9+fTz/qGY//jtl/qqbJKlpavMK5Qf37dacWdN0xz2T1S49w+ftAvCMLkpDlNmd2rr7aJU/Tqcr2FX0q/17f1bHcy5UYlKKJOm8i6/Qti1fq7y8XJL0884t2vHjt/pVj34V3hceHq5ye5lKS04qPCJCZWWl+mjdcvXOGub3OjZJSlFKWksdPLDXY3nLNunKGnSzPt2w0u/bBsAZHEJU27M66bMPspV3LEfJTdO0+fP1cjocKio8ruMF+XrnjcW6+/7p+vKT9yq8r//gO7Vw9iTFN0nSsBEPac3KV5XZ63rFxMRVu81PNqzUt199WOM6/vN/t+toziF1yjhXX/9ju8d1zko/W+vef89jGYDaIeAQktI7nqfeWcP00oIZsoXZdOmVvRXXKF62sDC9uuRPGjj0biUkJld63/mXXKnzL7lSknQ055B+2bVdI+67Re+8sVgnC3PVsn0X9eg92OM2u197g8drcP9Sbrfr6en3SZKcLqcaNU7Qrb8dr9S0ZpI8B5zNZlNkVLQvTQCgGgQcQlJp6Ul16HSeLsvsI+nU9a7333lFRw4d0LGjh5X95ouSpKLCfLlcLjkc5Zo6dVqFz8h+60XddNs92rX9HyorLdFjT8zWww/+TudecJlS0lqecZ1OvwZXE7t+2l5hYAoA/yHgEJIKC/L0wtOTNeHxhYqJjdOGNW/qwku7q3OXrpr6x6Xu9d5/91UVnyh0j6L8l21bvlZCYlO1PaujDhw4oLCwcNlsNtlkU7ndHpDfYe8vO7Vm1QqNuHdaQLYHNDQEHEJSWvPW6tX3Jj078yFZlqWzzu6iwcNG1+i9jvJyrV/1uu4e97gkKaPLxfrio9UaNfxmtTu7q1q0bl8ndT6We9jdhWmzhSkmNk7jH5mmmKT0Otke0NARcAhZmVdnKfPqLK/rXDfwtkrLIiIjNe7Rpyu8vnvcdGW0S67yNoEHx0/xWDZ78So1aZKo5BSX/jD/7SrrcXbG+Xrq+eWVlnvbJoDa4TYBAICRCDgAgJEIOACAkbgGB6DmbDYVlzo8FsWeLA9wZQDvCDgANWZ3OKscFHN5Y25YR/1CFyUAwEgEHADASAQcAMBIBBwAwEgEHADASIyiDCEOl6Xc/JMeh2mb9sRuAKgtAi6ElNmd+ulAoQqLSiqVZbSr/OwzAGjI6KIEABiJgAMAGImAAwAYiYADABiJQSb1jMNlqczueUwkIyUBoOYIuHqmzO7U1t1HPZYxUhL1mcPpUlkVTxqIjgpXRJgtwDVCQ0fAAfALb1/OuqanKCKGfzcILK7BAQCMRMABAIxEwAEAjETAAQCMRMABAIxEwAEAjMS4XQB1z2bz+Jinf+E+OdQFAg5AnbM7nNq5J6/Kcu6TQ12gixIAYCQCDgBgJAIOAGAkOr0B1GvenrDB4BR4Q8ABqNeYxBm+oosSAGAkAg4AYCTO7QPM2/UEiad2A4C/EHAB5u16gsRTuwHAX+iiBAAYiYADABiJgAMAGIlrcACCz8vTBhh4BV8RcACCztvTBhh4BV/RRQkAMBIBBwAwEgEHADASAQcAMBKDTOqAt+m4GBEGAIFBwNUBb9NxMSIMAAKDLkoAgJEIOACAkeiiDLDNmz7Xkheel8NRrhat2mvoneMUExtXaT3LsvT60mfUolV79ewzJAg1BYJr25bNem/FSwqzudQ0rY3HY+WdlW9pzaoVstmkVq1aa+LEKUpK4jIATuEMLoBOFB3XvDkz9JvRkzTxiReUnNpcq5cvrbTekUP7tOjpydry988DX0mgHjhRdFxvvDRXvxk9SYv+/LrHY2X/np+17K1XtWjRX/Tyy2+qdeu2WrJkYXAqjHqJgPORw2WpuNTh8aeqkZI/bftWHTPOUWqzVpKkK3r013ebPpJlWRXW+/zDVboss48uuCSzjn8LoH76adu3atOuo9djpXW7s/WXl95W48aNVVZWptzcHDVpkhisKqMeoovSR76MlCzIO6qUlGbu102SUlRaelJlpSUVul6G3DpGkvTTtu/8WGMgdBTkHVVicor7dVXHSkREhD755CP98Y9PKDIySiNHjg5GdVFPcQYXQJZlyWazVVpuC+PPAPynMzlWunfvqdWrP9CIEaP00EP3yeVyBaKKCAH8Zw2gxORU5R3Ldb8+XnBMsXGNFR0dE8RaAfVPYnKqCgv+/XQBT8fK0ZyD+uGH792XBnpe019HjhzSkdx897IyZ9WXEhwuy9OmYRC6KAOoU5eL9N7yvyj3yAGlNmulrz5eo3MvvDzY1QLqnU5dLlL2W39W7pEDymiX7PFYKTyepyVz5+j+SXPVKL6JvvnyAzVr2VZ7jpVLx05dPshol1zlY3i6dkhVmeU55KKjwhURVvkMEqGFgKuCt+m2JN+m3IpPSNS4hydr8Qsz5XQ41DS1hYaNeEj7/rlLb/31WT303/N9rzBgkPiERP16+Dj99YWZenWxpfjEtErHSnrH8zT0lju1YM4khYeFKyExWcPHTqnxNrw9g65reooiYvj3GOr4C1bB2yASyfcpt7r91xWKb9a5wrK4RvEew+2Wux70aRuACc7peqnO6XpphbOw04+V/llD1OH8nkGqIeo7rsEBAIxEwAEAjEQXJQCczmZTcanDYxEDUEIHAQcAp2EAihnoogQAGImAAwAYifNsAPAjb/fQcv0usAg4APAjb/fQcv0usBp0S3v7puXLTCUAgPqjQQecL4+8AdDAebmFQOLLcX1ifMCFwlna+tVvaNWypSorLQl2VYCQEB0Tq+tvHK6MsWMCvm1vtxBIfDmuT4wPuFA4S9uw+k3CDTgDZaUl2rD6Td0bhIBD6AiJgPN2FhYRGS5HuX9n/Q+0awcM5QwOOAPRMbG6dsDQYFcD9VxIBFx1Z2Gh3l3Qe8Cv1XvAryV5/30y2iXrUF6JCosqB2FN2sHb5/q7LFQ+NyE+1t2eoVDfYG6zuvKuHdO0dVdOQOsbcmoxBZivtx9U9+gvk29dCImAAwAT1GYKMK+3H3h5eKtT0jYvj/7ytt1Qv6evytZ0uVwqLDzul41ERjpVWHhCTpcle7nL4zrhkWFyVlHmlFRWcsJj2YkTEVWWVVfua1kwP7fkZKnKSkrrRX3raxudSVlJuMPdnqFQ32Bus9r3FkWHVn3r3TajdaLoVEgVnjyhkmJ7hXJv/wfzCiK0e3+Bx7L01one61sUJac93GNZSZlTO/Z6DuTObZMVG+35fZK8/r+PigxTuJ/CMTLSqYSEBIWFVZ6Yy2ZZnmO/oKBA8+bN80sFAACoK+PGjVNiYmKl5VUG3KkzuEK/bHzevHkaN26cXz6roaMt/Yv29B/a0n9oyzNT1RlclV2UYWFhHhPRV/78rIaOtvQv2tN/aEv/oS1rLyBPE+jRo0cgNtMg0Jb+RXv6D23pP7Slf1TZRQkAQCjjeXAAACMRcAAAI9U64LKzs9W/f3/16dNHr776apXr/f73v9fy5cvdrw8ePKjbbrtNffv21ZgxY1RcXFzbqoQ8X9tyxYoVyszM1KBBgzRo0CA988wzgahuvVdde27YsEGDBg3SwIEDNXbsWB0/fuq+T/bNynxtS/bNyqpry/Xr1ysrK0sDBgzQI488Irv91P1w7Jc+sGrh8OHDVq9evaz8/HyruLjYysrKsnbt2lVpnXvuucc6//zzrWXLlrmXjxo1ylq1apVlWZb13HPPWbNmzapNVUJebdpy+vTpVnZ2dqCrXK9V155FRUXWlVdeaR0+fNiyLMuaO3eu9cQTT1iWxb55utq0JftmRdW1ZXFxsZWZmWnl5uZalmVZDzzwgPX6669blsV+6YtancF98cUXuvzyy5WYmKi4uDhdd911Wrt2bYV1srOzdc0116hfv37uZeXl5dq8ebOuu+46SdKQIUMqva+h8bUtJWnr1q1asWKFsrKyNH78ePe354asuvYsLy/XY489pmbNmkmSMjIydOjQIfZND3xtS4l983TVtWVcXJw2btyolJQUlZSU6NixY0pISGC/9FGtAi4nJ0epqanu12lpaTpy5EiFdUaOHKmbb765wrL8/Hw1btxYERGnbsNLTU2t9L6Gxte2lE6139ixY/Xuu++qRYsWmj59ep3Xt76rrj2TkpLUu3dvSVJpaakWL16sa6+9ln3TA1/bUmLfPF1NjvPIyEh9/PHH6tmzp/Lz85WZmcl+6aNaBZzL5ZLN9u/5xCzLqvC6Kp7Wq8n7TOZrW0rS888/r0suuUQ2m00jR47Up59+WlfVDBk1bc+ioiKNGjVKnTt31uDBg9k3PfC1LSX2zdPVtC179OihTZs2qVevXpo2bRr7pY9qFXDNmzdXbm6u+3Vubq7S0tKqfV9ycrKKiorkdDrP6H0m87Uti4qKtHTpUvdry7IUHl71BKgNRU3aMycnR7feeqsyMjI0Y8YMSeybnvjaluyblVXXlgUFBfrss8/cr7OysrRz5072Sx/VKuCuuOIKffnll8rLy1NJSYnWrVun7t27V/u+yMhIdevWTWvWrJEkrVy5skbvM5mvbRkXF6cXX3xR33//vSTplVdecXcXNWTVtafT6dTo0aPVr18/TZ482f1tmH2zMl/bkn2zsura0rIsTZgwQQcPHpQkrV27VhdffDH7pa9qO0rl3XfftQYMGGD16dPHWrx4sWVZljVy5Ehry5YtFdabOHFihZF/+/fvt26//XarX79+1ogRI6yCgoLaViXk+dqWmzdvtm644Qarb9++1ujRo63CwsKA1ru+8tae69atszIyMqyBAwe6fx599FHLstg3PfG1Ldk3K6vuOF+/fr11/fXXW1lZWdaDDz7objP2yzPHVF0AACMxkwkAwEgEHADASAQcAMBIBBwAwEgEHADASAQcAMBIBBwAwEgEHADASP8H+/r6RNWcljMAAAAASUVORK5CYII=\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "az.plot_posterior(samples, kind='hist');" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**For discussion:** Interpret the posterior ditribution. What would your tell the non-technical manager of your growth team about the CTR?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Hands-on: Parameter estimation II -- the mean of a population" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In this exercise, you'll calculate the posterior mean beak depth of Galapagos finches in a given species. First you'll load the data and subset wrt species:" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [], + "source": [ + "# Import and view head of data\n", + "df_12 = pd.read_csv('../../data/finch_beaks_2012.csv')\n", + "df_fortis = df_12.loc[df_12['species'] == 'fortis']\n", + "df_scandens = df_12.loc[df_12['species'] == 'scandens']" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "To specify the full probability model, you need\n", + "- a likelihood function for the data &\n", + "- priors for all unknowns.\n", + "\n", + "What is the likelihood here? Let's plot the measurements below and see that they look approximately Gaussian/normal so you'll use a normal likelihood $y_i\\sim \\mathcal{N}(\\mu, \\sigma^2)$. The unknowns here are the mean $\\mu$ and standard deviation $\\sigma$ and we'll use weakly informative priors on both\n", + "- a normal prior for $\\mu$ with mean $10$ and standard deviation $5$;\n", + "- a uniform prior for $\\sigma$ bounded between $0$ and $10$.\n", + "\n", + "We can discuss biological reasons for these priors also but you can also test that the posteriors are relatively robust to the choice of prior here due to the amount of data." + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "sns.distplot(df_fortis['blength']);" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [], + "source": [ + "with pm.Model() as model:\n", + " # Prior for mean & standard deviation\n", + " μ_1 = pm.Normal('μ_1', mu=10, sd=5)\n", + " σ_1 = pm.Lognormal('σ_1', 0, 10)\n", + " # Gaussian Likelihood\n", + " y_1 = pm.Normal('y_1', mu=μ_1, sd=σ_1, observed=df_fortis['blength'])" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Auto-assigning NUTS sampler...\n", + "Initializing NUTS using jitter+adapt_diag...\n", + "Multiprocess sampling (4 chains in 4 jobs)\n", + "NUTS: [σ_1, μ_1]\n", + "Sampling 4 chains: 100%|██████████| 10000/10000 [00:01<00:00, 5037.14draws/s]\n" + ] + } + ], + "source": [ + "# bust it out & sample\n", + "with model:\n", + " samples = pm.sample(2000)" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + " az.plot_posterior(samples);" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 4. Bayesian Hypothesis testing" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Bayesian Hypothesis testing I: A/B tests on click through rates" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Assume we have a website and want to redesign the layout (*A*) and test whether the new layout (*B*) results in a higher click through rate. When people come to our website we randomly show them layout *A* or *B* and see how many people click through for each. First let's generate the data we need:" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [], + "source": [ + "# click-through rates\n", + "p_a = 0.15\n", + "p_b = 0.20\n", + "N = 1000\n", + "n_successes_a = np.sum(np.random.uniform(size=N) <= p_a)\n", + "n_successes_b = np.sum(np.random.uniform(size=N) <= p_b)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Once again, we need to specify our models for $p_a$ and $p_b$. Each will be the same as the CTR example above\n", + "- Binomial likelihoods\n", + "- uniform priors on $p_a$ and $_p$.\n", + "\n", + "We also want to calculate the posterior of the difference $p_a-p_b$ and we do so using `pm.Deterministic()`, which specifies a deterministic random variable, i.e., one that is completely determined by the values it references, in the case $p_a$ & $p_b$.\n", + "\n", + "We'll now build the model:" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [], + "source": [ + "with pm.Model() as Model:\n", + " # Prior on p\n", + " prob_a = pm.Uniform('p_a')\n", + " prob_b = pm.Uniform('p_b')\n", + " # Binomial Likelihood\n", + " y_a = pm.Binomial('y_a', n=N, p=prob_a, observed=n_successes_a)\n", + " y_b = pm.Binomial('y_b', n=N, p=prob_b, observed=n_successes_b)\n", + " diff_clicks = pm.Deterministic('diff_clicks', prob_a-prob_b)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Sample from the posterior and plot them:" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Auto-assigning NUTS sampler...\n", + "Initializing NUTS using jitter+adapt_diag...\n", + "Multiprocess sampling (4 chains in 4 jobs)\n", + "NUTS: [p_b, p_a]\n", + "Sampling 4 chains: 100%|██████████| 10000/10000 [00:01<00:00, 5136.65draws/s]\n" + ] + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "with Model:\n", + " samples = pm.sample(2000)\n", + "az.plot_posterior(samples, kind='hist');" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Hands-on: Bayesian Hypothesis testing II -- beak lengths difference between species" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Task**: Determine whether the mean beak length of the Galapogas finches differs between species. For the mean of each species, use the same model as in previous hand-on section:\n", + "\n", + "- Gaussian likelihood;\n", + "- Normal prior for the means;\n", + "- Uniform prior for the variances.\n", + "\n", + "Also calculate the difference between the means and, for bonus points, the _effect size_, which is the difference between the means divided by the pooled standard deviations = $\\sqrt{(\\sigma_1^2+\\sigma_2^2)/2}$. Hugo will talk through the importance of the _effect size_.\n", + "\n", + "Don't forget to sample from the posteriors and plot them!" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [], + "source": [ + "with pm.Model() as model:\n", + " # Priors for means and variances\n", + " μ_1 = pm.Normal('μ_1', mu=10, sd=5)\n", + " σ_1 = pm.Uniform('σ_1', 0, 10)\n", + " μ_2 = pm.Normal('μ_2', mu=10, sd=5)\n", + " σ_2 = pm.Uniform('σ_2', 0, 10)\n", + " # Gaussian Likelihoods\n", + " y_1 = pm.Normal('y_1', mu=μ_1, sd=σ_1, observed=df_fortis['blength'])\n", + " y_2 = pm.Normal('y_2', mu=μ_2, sd=σ_2, observed=df_scandens['blength'])\n", + " # Calculate the effect size and its uncertainty.\n", + " diff_means = pm.Deterministic('diff_means', μ_1 - μ_2)\n", + " pooled_sd = pm.Deterministic('pooled_sd', \n", + " np.sqrt(np.power(σ_1, 2) + \n", + " np.power(σ_2, 2)) / 2)\n", + " effect_size = pm.Deterministic('effect_size', \n", + " diff_means / pooled_sd)" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Auto-assigning NUTS sampler...\n", + "Initializing NUTS using jitter+adapt_diag...\n", + "Multiprocess sampling (4 chains in 4 jobs)\n", + "NUTS: [σ_2, μ_2, σ_1, μ_1]\n", + "Sampling 4 chains: 100%|██████████| 10000/10000 [00:02<00:00, 3451.84draws/s]\n" + ] + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# bust it out & sample\n", + "with model:\n", + " samples = pm.sample(2000)\n", + "az.plot_posterior(samples, var_names=['μ_1', 'μ_2', 'diff_means', 'effect_size'], kind='hist');" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.6" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/notebooks/ODSC-East-2020-04-14/02-Student-Parameter_estimation_hypothesis_testing.ipynb b/notebooks/ODSC-East-2020-04-14/02-Student-Parameter_estimation_hypothesis_testing.ipynb new file mode 100644 index 0000000..510ce9a --- /dev/null +++ b/notebooks/ODSC-East-2020-04-14/02-Student-Parameter_estimation_hypothesis_testing.ipynb @@ -0,0 +1,617 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Parameter estimation and hypothesis testing" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "#Import packages\n", + "import numpy as np\n", + "import pandas as pd\n", + "import seaborn as sns\n", + "import matplotlib.pyplot as plt\n", + "import pymc3 as pm\n", + "from ipywidgets import interact\n", + "import arviz as az\n", + "%matplotlib inline\n", + "sns.set()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Learning Objectives of Part 2" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "1. Understand what priors, likelihoods and posteriors are;\n", + "2. Use random sampling for parameter estimation to appreciate the relationship between sample size & the posterior distribution, along with the effect of the prior;\n", + "3. Use probabilistic programming for parameter estimation;\n", + "4. Use probabilistic programming for hypothesis testing." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 1. From Bayes Theorem to Bayesian Inference" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Let's say that we flip a biased coin several times and we want to estimate the probability of heads from the number of heads we saw. Statistical intuition tells us that our best estimate of $p(heads)=$ number of heads divided by total number of flips.\n", + "\n", + "However, \n", + "\n", + "1. It doesn't tell us how certain we can be of that estimate and\n", + "2. This type of intuition doesn't extend to even slightly more complex examples.\n", + "\n", + "Bayesian inference helps us here. We can calculate the probability of a particular $p=p(H)$ given data $D$ by setting $A$ in Bayes Theorem equal to $p$ and $B$ equal to $D$." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "\n", + "$$P(p|D) = \\frac{P(D|p)P(p)}{P(D)} $$\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In this equation, we call $P(p)$ the prior (distribution), $P(D|p)$ the likelihood and $P(p|D)$ the posterior (distribution). The intuition behind the nomenclature is as follows: the prior is the distribution containing our knowledge about $p$ prior to the introduction of the data $D$ & the posterior is the distribution containing our knowledge about $p$ after considering the data $D$." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Note** that we're _overloading_ the term _probability_ here. In fact, we have 3 distinct usages of the word:\n", + "- The probability $p$ of seeing a head when flipping a coin;\n", + "- The resulting binomial probability distribution $P(D|p)$ of seeing the data $D$, given $p$;\n", + "- The prior & posterior probability distributions of $p$, encoding our _uncertainty_ about the value of $p$." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Key concept:** We only need to know the posterior distribution $P(p|D)$ up to multiplication by a constant at the moment: this is because we really only care about the values of $P(p|D)$ relative to each other – for example, what is the most likely value of $p$? To answer such questions, we only need to know what $P(p|D)$ is proportional to, as a function of $p$. Thus we don’t currently need to worry about the term $P(D)$. In fact,\n", + "\n", + "$$P(p|D) \\propto P(D|p)P(p) $$\n", + "\n", + "**Note:** What is the prior? Really, what do we know about $p$ before we see any data? Well, as it is a probability, we know that $0\\leq p \\leq1$. If we haven’t flipped any coins yet, we don’t know much else: so it seems logical that all values of $p$ within this interval are equally likely, i.e., $P(p)=1$, for $0\\leq p \\leq1$. This is known as an uninformative prior because it contains little information (there are other uninformative priors we may use in this situation, such as the Jeffreys prior, to be discussed later). People who like to hate on Bayesian inference tend to claim that the need to choose a prior makes Bayesian methods somewhat arbitrary, but as we’ll now see, if you have enough data, the likelihood dominates over the prior and the latter doesn’t matter so much." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "\n", + "**Essential remark:** we get the whole distribution of $P(p|D)$, not merely a point estimate plus errors bars, such as [95% confidence intervals](http://andrewgelman.com/2018/07/04/4th-july-lets-declare-independence-95/).\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 2. Bayesian parameter estimation I: flip those coins" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now let's generate some coin flips and try to estimate $p(H)$. Two notes:\n", + "- given data $D$ consisting of $n$ coin tosses & $k$ heads, the likelihood function is given by $L:=P(D|p) \\propto p^k(1-p)^k$;\n", + "- given a uniform prior, the posterior is proportional to the likelihood." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "def plot_posterior(p=0.6, N=0):\n", + " \"\"\"Plot the posterior given a uniform prior; Coin flips\n", + " with probability p; sample size N\"\"\"\n", + " # Set seed\n", + " ___\n", + " # Flip coins \n", + " n_successes = ___\n", + " # X-axis for PDF\n", + " x = np.___\n", + " #prior\n", + " prior = ___\n", + " posterior = ___\n", + " posterior /= np.max(posterior) # so that peak always at 1\n", + " plt.plot(x, posterior)\n", + " plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Plot posterior for 10 coin flips\n", + "___" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "* Now use the great ipywidget interact to check out the posterior as you generate more and more data (you can also vary $p$):" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "___;" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Notes for discussion:**\n", + "\n", + "* as you generate more and more data, your posterior gets narrower, i.e. you get more and more certain of your estimate.\n", + "* you need more data to be certain of your estimate when $p=0.5$, as opposed to when $p=0$ or $p=1$. " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### The choice of the prior" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "You may have noticed that we needed to choose a prior and that, in the small to medium data limit, this choice can affect the posterior. We'll briefly introduce several types of priors and then you'll use one of them for the example above to see the effect of the prior:\n", + "\n", + "- **Informative priors** express specific, definite information about a variable, for example, if we got a coin from the mint, we may use an informative prior with a peak at $p=0.5$ and small variance. \n", + "- **Weakly informative priors** express partial information about a variable, such as a peak at $p=0.5$ (if we have no reason to believe the coin is biased), with a larger variance.\n", + "- **Uninformative priors** express no information about a variable, except what we know for sure, such as knowing that $0\\leq p \\leq1$.\n", + "\n", + "Now you may think that the _uniform distribution_ is uninformative, however, what if I am thinking about this question in terms of the probability $p$ and Eric Ma is thinking about it in terms of the _odds ratio_ $r=\\frac{p}{1-p}$? Eric rightly feels that he has no prior knowledge as to what this $r$ is and thus chooses the uniform prior on $r$.\n", + "\n", + "With a bit of algebra (transformation of variables), we can show that choosing the uniform prior on $p$ amounts to choosing a decidedly non-uniform prior on $r$ and vice versa. So Eric and I have actually chosen different priors, using the same philosophy. How do we avoid this happening? Enter the **Jeffreys prior**, which is an uninformative prior that solves this problem. You can read more about the Jeffreys prior [here](https://en.wikipedia.org/wiki/Jeffreys_prior) & in your favourite Bayesian text book (Sivia gives a nice treatment). \n", + "\n", + "In the binomial (coin flip) case, the Jeffreys prior is given by $P(p) = \\frac{1}{\\sqrt{p(1-p)}}$.\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### Hands-on" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "* Create an interactive plot like the one above, except that it has two posteriors on it: one for the uniform prior, another for the Jeffries prior." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Write the plotting function, as above\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Create the interactive plot\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Question:** What happens to the posteriors as you generate more and more data?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 3. Bayesian parameter estimation using PyMC3" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Well done! You've learnt the basics of Bayesian model building. The steps are\n", + "1. To completely specify the model in terms of _probability distributions_. This includes specifying \n", + " - what the form of the sampling distribution of the data is _and_ \n", + " - what form describes our _uncertainty_ in the unknown parameters (This formulation is adapted from [Fonnesbeck's workshop](https://github.com/fonnesbeck/intro_stat_modeling_2017/blob/master/notebooks/2.%20Basic%20Bayesian%20Inference.ipynb) as Chris said it so well there).\n", + "2. Calculate the _posterior distribution_.\n", + "\n", + "In the above, the form of the sampling distribution of the data was Binomial (described by the likelihood) and the uncertainty around the unknown parameter $p$ captured by the prior.\n", + "\n", + "There is also a 3rd step that Eric will cover which is performing _posterior predictive checks_. At a high level, this is making sure that your model actually makes sense. More to come on this." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now it is time to do the same using the **probabilistic programming language** PyMC3. There's _loads_ about PyMC3 and this paradigm, two of which are\n", + "- _probabililty distributions_ are first class citizens, in that we can assign them to variables and use them intuitively to mirror how we think about priors, likelihoods & posteriors.\n", + "- PyMC3 calculates the posterior for us!\n", + "\n", + "Under the hood, PyMC3 will compute the posterior using a sampling based approach called Markov Chain Monte Carlo (MCMC) or Variational Inference. Check the [PyMC3 docs](https://docs.pymc.io/) for more on these. \n", + "\n", + "But now, it's time to bust out some MCMC and get sampling!" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Parameter estimation I: click-through rate" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "A common experiment in tech data science is to test a product change and see how it affects a metric that you're interested in. Say that I don't think enough people are clicking a button on my website & I hypothesize that it's because the button is a similar color to the background of the page. Then I can set up two pages and send some people to each: the first the original page, the second a page that is identical, except that it has a button that is of higher contrast and see if more people click through. This is commonly referred to as an A/B test and the metric of interest is click-through rate (CTR), what proportion of people click through. Before even looking at two rates, let's use PyMC3 to estimate one.\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "First generate click-through data, given a CTR $p_a=0.15$." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# click-through rates\n", + "p_a = 0.15\n", + "N = 150\n", + "n_successes_a = ___" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now it's time to build your probability model. Noticing that our model of having a constant CTR resulting in click or not is a biased coin flip,\n", + "- the sampling distribution is binomial and we need to encode this in the likelihood;\n", + "- there is a single parameter $p$ that we need to describe the uncertainty around, using a prior and we'll use a uniform prior for this.\n", + "\n", + "These are the ingredients for the model so let's now build it:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Build model of p_a\n", + "with ___ as ___:\n", + " # Prior on p\n", + " prob = ___\n", + " # Binomial Likelihood\n", + " y = ___" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Discussion:** \n", + "- What do you think of the API for PyMC3. Does it reflect how we think about model building?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "It's now time to sample from the posterior using PyMC3. You'll also plot the posterior:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Sample from posterior\n", + "with ___:\n", + " samples = ___\n", + "\n", + "# Plot posterior\n", + "az.plot_posterior(samples);" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**For discussion:** Interpret the posterior ditribution. What would your tell the non-technical manager of your growth team about the CTR?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Hands-on: Parameter estimation II -- the mean of a population" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In this exercise, you'll calculate the posterior mean beak depth of Galapagos finches in a given species. First you'll load the data and subset wrt species:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Import data and subset it\n", + "df_12 = pd.read_csv('../../data/finch_beaks_2012.csv')\n", + "df_fortis = df_12.loc[df_12['species'] == 'fortis']\n", + "df_scandens = df_12.loc[df_12['species'] == 'scandens']" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "To specify the full probability model, you need\n", + "- a likelihood function for the data &\n", + "- priors for all unknowns.\n", + "\n", + "What is the likelihood here? Let's plot the measurements below and see that they look approximately Gaussian/normal so you'll use a normal likelihood $y_i\\sim \\mathcal{N}(\\mu, \\sigma^2)$. The unknowns here are the mean $\\mu$ and standard deviation $\\sigma$ and we'll use weakly informative priors on both\n", + "- a normal prior for $\\mu$ with mean $10$ and standard deviation $5$;\n", + "- a uniform prior for $\\sigma$ bounded between $0$ and $10$.\n", + "\n", + "We can discuss biological reasons for these priors also but you can also test that the posteriors are relativelyt robust to the choice of prior here due to the amount of data." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "sns.distplot(df_fortis['blength']);" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "with ___ as ___:\n", + " # Prior for mean & standard deviation\n", + " μ_1 = ___\n", + " σ_1 = ___\n", + " # Gaussian Likelihood\n", + " y_1 = ___" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# bust it out & sample\n", + "with model:\n", + " samples = ___\n", + "\n", + "# Plot posterior\n", + "az.plot_posterior(samples);" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 4. Bayesian Hypothesis testing" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Bayesian Hypothesis testing I: A/B tests on click through rates" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Assume we have a website and want to redesign the layout *A* and test whether the new layout *B* results in a higher click through rate. When people come to our website we randomly show them layout *A* or *B* and see how many people click through for each. First let's generate the data we need:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# click-through rates\n", + "p_a = 0.15\n", + "p_b = 0.20\n", + "N = 1000\n", + "n_successes_a = np.sum(np.random.uniform(size=N) <= p_a)\n", + "n_successes_b = np.sum(np.random.uniform(size=N) <= p_b)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Once again, we need to specify our models for $p_a$ and $p_b$. Each will be the same as the CTR example above\n", + "- Binomial likelihoods\n", + "- uniform priors on $p_a$ and $_p$.\n", + "\n", + "We also want to calculate the posterior of the difference $p_a-p_b$ and we do so using `pm.Deterministic()`, which specifies a deterministic random variable, i.e., one that is completely determined by the values it references, in the case $p_a$ & $p_b$.\n", + "\n", + "We'll now build the model:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "with ___ as ___:\n", + " # Prior on p\n", + " prob_a = ___\n", + " prob_b = ___\n", + " # Binomial Likelihood\n", + " y_a = ___\n", + " y_b = ___\n", + " diff_clicks = ___" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Sample from the posterior and plot them:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "with Model:\n", + " samples = pm.sample(2000)\n", + "az.plot_posterior(samples);" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Hands-on: Bayesian Hypothesis testing II -- beak lengths difference between species" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Task**: Determine whether the mean beak length of the Galapogas finches differs between species. For the mean of each species, use the same model as in previous hand-on section:\n", + "\n", + "- Gaussian likelihood;\n", + "- Normal prior for the means;\n", + "- Uniform prior for the variances.\n", + "\n", + "Also calculate the difference between the means and, for bonus points, the _effect size_, which is the difference between the means divided by the pooled standard deviations = $\\sqrt{(\\sigma_1^2+\\sigma_2^2)/2}$. Hugo will talk through the importance of the _effect size_.\n", + "\n", + "Don't forget to sample from the posteriors and plot them!" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "with pm.Model() as model:\n", + " # Priors for means and variances\n", + " μ_1 = ___\n", + " σ_1 = ___\n", + " μ_2 = ___\n", + " σ_2 = ___\n", + " # Gaussian Likelihoods\n", + " y_1 = pm.Normal('y_1', mu=μ_1, sd=σ_1, observed=df_fortis['blength'])\n", + " y_2 = pm.Normal('y_2', mu=μ_2, sd=σ_2, observed=df_scandens['blength'])\n", + " # Calculate the effect size and its uncertainty.\n", + " diff_means = ___\n", + " pooled_sd = ___\n", + " effect_size = ___" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# bust it out & sample\n", + "with model:\n", + " samples = pm.sample(2000)\n", + "az.plot_posterior(samples, var_names=['μ_1', 'μ_2', 'diff_means', 'effect_size']);" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.6" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/notebooks/ODSC-East-2020-04-14/data.py b/notebooks/ODSC-East-2020-04-14/data.py new file mode 100644 index 0000000..e19c03c --- /dev/null +++ b/notebooks/ODSC-East-2020-04-14/data.py @@ -0,0 +1,74 @@ +import pandas as pd +from sklearn.preprocessing import LabelEncoder +import janitor as jn +import numpy as np + + +def load_finches_2012(): + path = '../data/finch_beaks_2012.csv' + return load_finches(path) + + +def load_finches_1975(): + path = '../data/finch_beaks_1975.csv' + df = load_finches(path) + df = df.rename_column('beak_length_mm', 'beak_length').rename_column('beak_depth_mm', 'beak_depth') + return df + + +def load_finches(path): + # Load the data + df = ( + pd.read_csv(path) + .clean_names() # clean column names + .rename_column('blength', 'beak_length') # rename blength to beak_length (readability fix) + .rename_column('bdepth', 'beak_depth') # rename bdepth to beak_depth (readability fix) + .label_encode('species') # create a `species_enc` column that has the species encoded numerically + ) + return df + + +def load_baseball(): + df = pd.read_csv('../data/baseballdb/core/Batting.csv') + df['AB'] = df['AB'].replace(0, np.nan) + df = df.dropna() + df['batting_avg'] = df['H'] / df['AB'] + df = df[df['yearID'] >= 2016] + df = df.iloc[0:15] + df.head(5) + return df + + +def load_sterilization(): + df = ( + pd.read_csv('../data/sterilization.csv', na_filter=True, na_values=['#DIV/0!']) + .clean_names() + .label_encode('treatment') + ) + mapping = dict(zip(df['treatment'], df['treatment_enc'])) + return df, mapping + + +def load_kruschke(): + df = ( + pd.read_csv('../data/iq.csv', index_col=0) # comment out the path to the file for students. + .label_encode('treatment') + ) + return df + + +# Constants for load_decay +tau = 71.9 # indium decay half life +A = 42 # starting magnitude +C = 21 # measurement error +noise_scale = 1 + + +def load_decay(): + t = np.arange(0, 1000) + def decay_func(ts, noise): + return A * np.exp(-t/tau) + C + np.random.normal(0, noise, size=(len(t))) + + data = {'t': t, 'activity': decay_func(t, noise_scale)} + df = pd.DataFrame(data) + return df \ No newline at end of file diff --git a/notebooks/ODSC-East-2020-04-14/matplotlibrc b/notebooks/ODSC-East-2020-04-14/matplotlibrc new file mode 100644 index 0000000..7ea7e7e --- /dev/null +++ b/notebooks/ODSC-East-2020-04-14/matplotlibrc @@ -0,0 +1,5 @@ +axes.spines.left : True # display axis spines +axes.spines.bottom : True +axes.spines.top : False +axes.spines.right : False + diff --git a/notebooks/ODSC-East-2020-04-14/utils.py b/notebooks/ODSC-East-2020-04-14/utils.py new file mode 100644 index 0000000..10072c6 --- /dev/null +++ b/notebooks/ODSC-East-2020-04-14/utils.py @@ -0,0 +1,19 @@ +import numpy as np + + +def ECDF(data): + x = np.sort(data) + y = np.cumsum(x) / np.sum(x) + + return x, y + + +def despine(ax): + ax.spines['right'].set_visible(False) + ax.spines['top'].set_visible(False) + + +def despine_traceplot(traceplot): + for row in traceplot: + for ax in row: + despine(ax) \ No newline at end of file diff --git a/notebooks/ODSC-Europe-2021-06-08/01-Instructor-Probability_a_simulated_introduction.ipynb b/notebooks/ODSC-Europe-2021-06-08/01-Instructor-Probability_a_simulated_introduction.ipynb new file mode 100644 index 0000000..15efdd9 --- /dev/null +++ b/notebooks/ODSC-Europe-2021-06-08/01-Instructor-Probability_a_simulated_introduction.ipynb @@ -0,0 +1,1889 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# What is probability? A simulated introduction" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "#Import packages\n", + "import numpy as np\n", + "import pandas as pd\n", + "import seaborn as sns\n", + "import matplotlib.pyplot as plt\n", + "%matplotlib inline\n", + "sns.set()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Learning Objectives of Part 1" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "- To have an understanding of what \"probability\" means, in both Bayesian and Frequentist terms;\n", + "- To be able to simulate probability distributions that model real-world phenomena;\n", + "- To understand how probability distributions relate to data-generating **stories**;\n", + "- To understand and be able to simulate joint probabilities and conditional probabilities;\n", + "- To understand Bayes' Theorem and its utility." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 1. Probability" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "> To the pioneers such as Bernoulli, Bayes and Laplace, a probability represented a _degree-of-belief_ or plausibility; how much they thought that something was true, based on the evidence at hand. To the 19th century scholars, however, this seemed too vague and subjective an idea to be the basis of a rigorous mathematical theory. So they redefined probability as the _long-run relative frequency_ with which an event occurred, given (infinitely) many repeated (experimental) trials. Since frequencies can be measured, probability was now seen as an objective tool for dealing with _random_ phenomena.\n", + "\n", + "-- _Data Analysis, A Bayesian Tutorial_, Sivia & Skilling (p. 9)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "What type of random phenomena are we talking about here? One example is:\n", + "\n", + "- Knowing that a website has a click-through rate (CTR) of 10%, we can calculate the probability of having 10 people, 9 people, 8 people ... and so on click through, upon drawing 10 people randomly from the population;\n", + "- But given the data of how many people click through, how can we calculate the CTR? And how certain can we be of this CTR? Or how likely is a particular CTR?\n", + "\n", + "Science mostly asks questions of the second form above & Bayesian thinking provides a wonderful framework for answering such questions. Essentially Bayes' Theorem gives us a way of moving from the probability of the data given the model (written as $P(data|model)$) to the probability of the model given the data ($P(model|data)$).\n", + "\n", + "We'll first explore questions of the 1st type using simulation: knowing the model, what is the probability of seeing certain data?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 2. Simulating probabilities" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "* Let's say that a website has a CTR of 50%, i.e. that 50% of people click through. If we picked 1000 people at random from the population, how likely would it be to find that a certain number of people click?\n", + "\n", + "We can simulate this using `numpy`'s random number generator.\n", + "\n", + "To do so, first note we can use `np.random.rand()` to randomly select floats between 0 and 1 (known as the _uniform distribution_). Below, we do so and plot a histogram:" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAXkAAAD8CAYAAACSCdTiAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4xLjEsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy8QZhcZAAATc0lEQVR4nO3df0xV9/3H8ddFFPWLzTp6b10cIdnaamY6XLKlYzYwm+6CwtX0YjJhqUtaY1036rrv6iwQyX6Q0s6NpVlYYtLYrLHZaKeDEoZuY5KZ28yUrDVYmzYrUHV6OWBXxQIV7uf7x/e7+43Teu89nMv1fng+kia93HPueX/uTZ/eHu49+owxRgAAK+VkegAAQPoQeQCwGJEHAIsReQCwGJEHAIsReQCwWFKRHx8fV1VVlc6cOSNJ+u1vf6uqqiqFQiE9+eST+uijjyRJp06dUjgcVnl5uRoaGjQ9PZ2+yQEACSWM/BtvvKGamhoNDQ1JkgYHB/Xcc8/pN7/5jTo7OxWLxfTiiy9Kkp544gnt2bNHhw8fljFG7e3taR0eAHBjuYk2aG9vV1NTk3bt2iVJWrRokZqampSfny9Juuuuu/TPf/5TZ8+e1eTkpNasWSNJCofDevbZZ1VbW5vSQO+/f1mxWOrfzyooyNfY2HjK+2Uz1jw/sOb5we2ac3J8uvXW//rY+xNGvrm5+arbK1as0IoVKyRJFy5c0IEDB/TUU09pZGREfr8/vp3f71c0Gk154FjMuIr8v/edb1jz/MCa54d0rDlh5D9ONBrVtm3bVF1drXvuuUf9/f3y+Xzx+40xV91OVkFBvtuR5Pcvc71vtmLN8wNrnh/SsWZXkf/HP/6hbdu26cEHH9RDDz0kSVq+fLkcx4lvMzo6qkAgkPJjj42Nu/rTzO9fJse5lPJ+2Yw1zw+seX5wu+acHN8N3xyn/BHK8fFxPfzww9q5c2c88NL/nsbJy8tTf3+/JKmjo0OlpaUpDwwA8E7K7+RffvlljY6Oav/+/dq/f78k6b777tPOnTu1d+9eNTY2anx8XKtXr9bWrVs9HxgAkDzfzXapYU7XJI81zw+seX64aU7XAACyB5EHAIu5/gglANhm2S1LtDgvM1n86MpMWh6XyAPA/1mcl6vQf3dk5Niv/GxTWh6X0zUAYDEiDwAWI/IAYDEiDwAWI/IAYDEiDwAWI/IAYDEiDwAWI/IAYDEiDwAWI/IAYDEiDwAWI/IAYDEiDwAW41LDQBJsvM445gciDyTBxuuMY37gdA0AWIzIA4DFOF0D3OQ+ujIjv3/ZnB93cmpaly5OzPlx4S0iD9zkFi1ckJHfB7zys026NOdHhdeIvAcy9ckLPnUBIBEi74FMffKCT13AVpk6RWUjIg/gppPJU1S2SerTNePj46qqqtKZM2ckSZFIRKFQSMFgUK2trfHtTp06pXA4rPLycjU0NGh6ejo9UwMAkpIw8m+88YZqamo0NDQkSZqcnFR9fb3a2trU3d2tgYEB9fX1SZKeeOIJ7dmzR4cPH5YxRu3t7WkdHgBwYwlP17S3t6upqUm7du2SJJ04cUJFRUUqLCyUJIVCIfX09OiOO+7Q5OSk1qxZI0kKh8N69tlnVVtbm8bx57dMnrfk43VAdkgY+ebm5qtuj4yMyO/3x28HAgFFo9Frfu73+xWNRj0cFf8pU+ctJT5eB2SLlH/xGovF5PP54reNMfL5fB/781QVFOSnvM+/8dv4uZWp55vXee7wXM+tdDzfKUd++fLlchwnfttxHAUCgWt+Pjo6qkAgkPJAY2PjisVMyvv5/cvkOJl5bzlf/0PIxPOdqdeZ13hu8XwnLyfHd8M3xylfu6a4uFiDg4MaHh7WzMyMurq6VFpaqhUrVigvL0/9/f2SpI6ODpWWlqY8MADAOym/k8/Ly1NLS4vq6uo0NTWlsrIyVVRUSJL27t2rxsZGjY+Pa/Xq1dq6davnAwMAkpd05Ht7e+P/XlJSos7Ozmu2WbVqlV5++WVvJgMAzBqXGgYAixF5ALAY164BcF1cJMwORB7AdWX6y3bwBqdrAMBiRB4ALEbkAcBinJNHVuGXgUBqiDyyCn9jEJAaTtcAgMWIPABYjMgDgMWIPABYjMgDgMWs+XQNH60DgGtZE3muswEA1+J0DQBYjMgDgMWIPABYjMgDgMWs+cUr5hafZgKyA5GHK1woDMgOnK4BAIsReQCwGJEHAIsReQCwGJEHAIvNKvIdHR2qrKxUZWWlnn76aUlSJBJRKBRSMBhUa2urJ0MCANxxHfmJiQk1NzfrhRdeUEdHh1577TX19vaqvr5ebW1t6u7u1sDAgPr6+rycFwCQAteRn5mZUSwW08TEhKanpzU9Pa38/HwVFRWpsLBQubm5CoVC6unp8XJeAEAKXH8ZKj8/Xzt37tT69eu1ZMkSfelLX9LIyIj8fn98m0AgoGg0mtLjFhTkux0JALJaOr5F7jryb731ln73u9/pL3/5i5YtW6bvf//7Ghoaks/ni29jjLnqdjLGxsYVi5mU5+Er9gCyneNcSnmfnBzfDd8cuz5dc+zYMZWUlKigoECLFi1SOBzW3/72NzmOE9/GcRwFAgG3hwAAzJLryK9atUqRSEQffvihjDHq7e1VcXGxBgcHNTw8rJmZGXV1dam0tNTLeQEAKXB9uubee+/Vm2++qXA4rIULF+ruu+9WXV2d1q5dq7q6Ok1NTamsrEwVFRVezgsASMGsrkK5fft2bd++/aqflZSUqLOzc1ZDAQC8wTdeAcBiRB4ALEbkAcBiRB4ALEbkAcBiRB4ALEbkAcBiRB4ALEbkAcBiRB4ALEbkAcBiRB4ALEbkAcBiRB4ALEbkAcBiRB4ALEbkAcBiRB4ALEbkAcBiRB4ALEbkAcBiRB4ALEbkAcBiRB4ALEbkAcBiRB4ALDaryPf29iocDmv9+vX6yU9+IkmKRCIKhUIKBoNqbW31ZEgAgDuuI3/69Gk1NTWpra1NnZ2devPNN9XX16f6+nq1tbWpu7tbAwMD6uvr83JeAEAKXEf+j3/8ozZs2KDly5dr4cKFam1t1ZIlS1RUVKTCwkLl5uYqFAqpp6fHy3kBACnIdbvj8PCwFi5cqB07dujcuXP66le/qjvvvFN+vz++TSAQUDQa9WRQAEDqXEd+ZmZGr732ml544QUtXbpU3/rWt7R48WL5fL74NsaYq24no6Ag3+1IAJDV/P5lnj+m68jfdtttKikp0Sc/+UlJ0v3336+enh4tWLAgvo3jOAoEAik97tjYuGIxk/I86XhyAGAuOc6llPfJyfHd8M2x63Py69at07Fjx3Tx4kXNzMzor3/9qyoqKjQ4OKjh4WHNzMyoq6tLpaWlbg8BAJgl1+/ki4uLtW3bNtXW1urKlStau3atampq9JnPfEZ1dXWamppSWVmZKioqvJwXAJAC15GXpM2bN2vz5s1X/aykpESdnZ2zGgoA4A2+8QoAFiPyAGAxIg8AFiPyAGAxIg8AFiPyAGAxIg8AFiPyAGAxIg8AFiPyAGAxIg8AFiPyAGAxIg8AFiPyAGAxIg8AFiPyAGAxIg8AFiPyAGAxIg8AFiPyAGAxIg8AFiPyAGAxIg8AFiPyAGAxIg8AFiPyAGAxIg8AFvMk8k8//bR2794tSYpEIgqFQgoGg2ptbfXi4QEALs068q+++qoOHTokSZqcnFR9fb3a2trU3d2tgYEB9fX1zXpIAIA7s4r8v/71L7W2tmrHjh2SpBMnTqioqEiFhYXKzc1VKBRST0+PJ4MCAFI3q8jv2bNHjz/+uG655RZJ0sjIiPx+f/z+QCCgaDQ6uwkBAK7lut3xpZde0qc+9SmVlJTo4MGDkqRYLCafzxffxhhz1e1kFBTkux0JALKa37/M88d0Hfnu7m45jqNNmzbpgw8+0IcffqizZ89qwYIF8W0cx1EgEEjpccfGxhWLmZTnSceTAwBzyXEupbxPTo7vhm+OXUd+//798X8/ePCgjh8/rh/+8IcKBoMaHh7Wpz/9aXV1dam6utrtIQAAs+Q68teTl5enlpYW1dXVaWpqSmVlZaqoqPDyEACAFHgS+XA4rHA4LEkqKSlRZ2enFw8LAJglvvEKABYj8gBgMSIPABYj8gBgMSIPABYj8gBgMSIPABYj8gBgMSIPABYj8gBgMSIPABYj8gBgMSIPABYj8gBgMSIPABYj8gBgMSIPABYj8gBgMSIPABYj8gBgMSIPABYj8gBgMSIPABYj8gBgMSIPABYj8gBgMSIPABabVeR/+ctfqrKyUpWVlXrmmWckSZFIRKFQSMFgUK2trZ4MCQBwx3XkI5GIjh07pkOHDun3v/+9Tp48qa6uLtXX16utrU3d3d0aGBhQX1+fl/MCAFLgOvJ+v1+7d+/WokWLtHDhQn32s5/V0NCQioqKVFhYqNzcXIVCIfX09Hg5LwAgBa4jf+edd2rNmjWSpKGhIf3hD3+Qz+eT3++PbxMIBBSNRmc/JQDAldzZPsA777yjRx55RLt27dKCBQs0NDQUv88YI5/Pl9LjFRTkz3YkAMhKfv8yzx9zVpHv7+/XY489pvr6elVWVur48eNyHCd+v+M4CgQCKT3m2Ni4YjGT8izpeHIAYC45zqWU98nJ8d3wzbHr0zXnzp3Tt7/9be3du1eVlZWSpOLiYg0ODmp4eFgzMzPq6upSaWmp20MAAGbJ9Tv55557TlNTU2ppaYn/bMuWLWppaVFdXZ2mpqZUVlamiooKTwYFAKTOdeQbGxvV2Nh43fs6OztdDwQA8A7feAUAixF5ALAYkQcAixF5ALAYkQcAixF5ALAYkQcAixF5ALAYkQcAixF5ALAYkQcAixF5ALAYkQcAixF5ALAYkQcAixF5ALAYkQcAixF5ALAYkQcAixF5ALAYkQcAixF5ALAYkQcAixF5ALAYkQcAixF5ALBYWiL/yiuvaMOGDQoGgzpw4EA6DgEASEKu1w8YjUbV2tqqgwcPatGiRdqyZYvuuece3XHHHV4fCgCQgOfv5CORiL785S/rE5/4hJYuXary8nL19PR4fRgAQBI8fyc/MjIiv98fvx0IBHTixImk98/J8bk+duDWJa73na1MHZs123/cTB6bNc8tN/1LtI/PGGPcDnQ9v/rVrzQ1NaXvfve7kqT29nYNDAzoRz/6kZeHAQAkwfPTNcuXL5fjOPHbjuMoEAh4fRgAQBI8j/xXvvIVvfrqq7pw4YImJiZ05MgRlZaWen0YAEASPD8nf/vtt+vxxx/X1q1bdeXKFW3evFmf//znvT4MACAJnp+TBwDcPPjGKwBYjMgDgMWIPABYjMgDgMWIPABYLOsin+gKl6dOnVI4HFZ5ebkaGho0PT2dgSm9lWjNf/rTn7Rp0yZt3LhRjz76qD744IMMTOmtZK9kevToUd13331zOFn6JFrzu+++qwcffFAbN27Uww8/PC9e55MnT6q6ulobN27UI488oosXL2ZgSm+Nj4+rqqpKZ86cuea+tPTLZJHz58+bdevWmffff99cvnzZhEIh884771y1TWVlpfn73/9ujDHmySefNAcOHMjEqJ5JtOZLly6ZtWvXmvPnzxtjjPnFL35hfvzjH2dqXE8k8zobY4zjOKaiosKsW7cuA1N6K9GaY7GYCQaDpq+vzxhjzE9/+lPzzDPPZGpcTyTzOtfU1JijR48aY4x56qmnzM9//vNMjOqZ119/3VRVVZnVq1eb06dPX3N/OvqVVe/kE13h8uzZs5qcnNSaNWskSeFwOOuvgJlozVeuXFFTU5Nuv/12SdLKlSt17ty5TI3riWSvZNrY2KjvfOc7GZjQe4nWfPLkSS1dujT+7fEdO3boG9/4RqbG9UQyr3MsFtPly5clSRMTE1q8eHEmRvVMe3u7mpqarnupl3T1K6sif70rXEaj0Y+93+/3X3V/Nkq05ltvvVVf+9rXJEmTk5Pat2+f7r///jmf00uJ1ixJv/71r/W5z31OxcXFcz1eWiRa83vvvafbbrtN9fX1euCBB9TU1KSlS5dmYlTPJPM67969W42Njbr33nsViUS0ZcuWuR7TU83NzfriF7943fvS1a+sinwsFpPP9/+X1TTGXHU70f3ZKNk1Xbp0Sdu3b9eqVav0wAMPzOWInku05rfffltHjhzRo48+monx0iLRmqenp3X8+HHV1NTo0KFDKiwsVEtLSyZG9UyiNU9OTqqhoUHPP/+8jh07ptraWv3gBz/IxKhzIl39yqrIJ7rC5X/ePzo6mvVXwEzmqp4jIyOqra3VypUr1dzcPNcjei7Rmnt6euQ4jqqrq7V9+/b4+rNZojX7/X4VFRXp7rvvliRVVVWl9Pc03IwSrfntt99WXl5e/NpXX//613X8+PE5n3OupKtfWRX5RFe4XLFihfLy8tTf3y9J6ujoyPorYCZa88zMjHbs2KH169eroaEh6//PRUq85scee0yHDx9WR0eH9u3bp0AgoBdffDGDE89eojV/4Qtf0IULF/TWW29Jknp7e7V69epMjeuJRGsuKirS+fPn9e6770qS/vznP8f/kLNR2vo161/dzrHOzk5TWVlpgsGg2bdvnzHGmG3btpkTJ04YY4w5deqUqa6uNuXl5eZ73/uemZqayuS4nrjRmo8cOWJWrlxpNm7cGP+nvr4+wxPPXqLX+d9Onz5txadrjEm85tdff91UV1ebDRs2mIceesiMjo5mclxPJFrz0aNHTSgUMlVVVeab3/ymee+99zI5rmfWrVsX/3RNuvvFVSgBwGJZdboGAJAaIg8AFiPyAGAxIg8AFiPyAGAxIg8AFiPyAGAxIg8AFvsfI0gn4wAtmqsAAAAASUVORK5CYII=\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Draw 1,000 samples from uniform & plot results\n", + "x = np.random.rand(1000)\n", + "plt.hist(x);" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "To then simulate the sampling from the population, we check whether each float was greater or less than 0.5. If less than or equal to 0.5, we say the person clicked." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'Number of clicks = 473'" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Computed how many people click\n", + "clicks = x <= 0.5\n", + "n_clicks = sum(clicks)\n", + "f\"Number of clicks = {n_clicks}\"" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The proportion of people who clicked can be calculated as the total number of clicks over the number of people:" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'Proportion who clicked = 0.473'" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Computed proportion of people who clicked\n", + "f\"Proportion who clicked = {n_clicks/len(clicks)}\"" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Discussion**: Did you get the same answer as your neighbour? If you did, why? If not, why not?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Up for discussion:** Let's say that all you had was this data and you wanted to figure out the CTR (probability of clicking). \n", + "\n", + "* What would your estimate be?\n", + "* Bonus points: how confident would you be of your estimate?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Note:** Although, in the above, we have described _probability_ in two ways, we have not described it mathematically. We're not going to do so rigorously here, but we will say that _probability_ defines a function from the space of possibilities (in the above, the interval $[0,1]$) that describes how likely it is to get a particular point or region in that space. Mike Betancourt has an elegant [Introduction to Probability Theory (For Scientists and Engineers)](https://betanalpha.github.io/assets/case_studies/probability_theory.html) that I can recommend." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Hands-on: more clicking" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Use random sampling to simulate how many people click when the CTR is 0.7. How many click? What proportion?" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Number of clicks = 685\n", + "Proportion who clicked = 0.685\n" + ] + } + ], + "source": [ + "# Solution\n", + "clicks = x <= 0.7\n", + "n_clicks = sum(clicks)\n", + "print(f\"Number of clicks = {n_clicks}\")\n", + "print(f\"Proportion who clicked = {n_clicks/len(clicks)}\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "_Discussion point_: This model is known as the bias coin flip. \n", + "- Can you see why?\n", + "- Can it be used to model other phenomena?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Galapagos finch beaks" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "You can also calculate such proportions with real-world data. Here we import a dataset of Finch beak measurements from the Galápagos islands. You can find the data [here](https://datadryad.org/resource/doi:10.5061/dryad.9gh90)." + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
bandspeciesblengthbdepth
019022fortis10.08.5
119028fortis12.58.9
219032fortis9.37.5
319041fortis10.39.6
419044fortis11.09.2
\n", + "
" + ], + "text/plain": [ + " band species blength bdepth\n", + "0 19022 fortis 10.0 8.5\n", + "1 19028 fortis 12.5 8.9\n", + "2 19032 fortis 9.3 7.5\n", + "3 19041 fortis 10.3 9.6\n", + "4 19044 fortis 11.0 9.2" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Import and view head of data\n", + "df_12 = pd.read_csv('../../data/finch_beaks_2012.csv')\n", + "df_12.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [], + "source": [ + "# Store lengths in a pandas series\n", + "lengths = df_12['blength']" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "* What proportion of birds have a beak length > 10 ?" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0.8514056224899599" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "p = (sum(lengths > 10))/len(lengths)\n", + "p" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Note:** This is the proportion of birds that have beak length $>10$ in your empirical data, not the probability that any bird drawn from the population will have beak length $>10$." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### A proxy for probability\n", + "\n", + "As stated above, we have calculated a proportion, not a probability. As a proxy for the probability, we can simulate drawing random samples (with replacement) from the data seeing how many lengths are > 10 and calculating the proportion (commonly referred to as [hacker statistics](https://speakerdeck.com/jakevdp/statistics-for-hackers)):" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0.8518" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "n_samples = 10000\n", + "sum(np.random.choice(lengths, n_samples, replace=True) > 10)/n_samples" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Another way to simulate coin-flips" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In the above, you have used the uniform distribution to sample from a series of biased coin flips. I want to introduce you to another distribution that you can also use to do so: the **binomial distribution**.\n", + "\n", + "The **binomial distribution** with parameters $n$ and $p$ is defined as the probability distribution of\n", + "\n", + "> the number of heads seen when flipping a coin $n$ times when with $p(heads)=p$." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Note** that this distribution essentially tells the **story** of a general model in the following sense: if we believe that they underlying process generating the observed data has a binary outcome (affected by disease or not, head or not, 0 or 1, clicked through or not), and that one the of the two outcomes occurs with probability $p$, then the probability of seeing a particular outcome is given by the **binomial distribution** with parameters $n$ and $p$." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Any process that matches the coin flip story is a Binomial process (note that you'll see such coin flips also referred to as Bernoulli trials in the literature). So we can also formulate the story of the Binomial distribution as\n", + "\n", + "> the number $r$ of successes in $n$ Bernoulli trials with probability $p$ of success, is Binomially distributed. " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We'll now use the binomial distribution to answer the same question as above:\n", + "* If P(heads) = 0.7 and you flip the coin ten times, how many heads will come up?\n", + "\n", + "We'll also set the seed to ensure reproducible results." + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "7" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Set seed\n", + "np.random.seed(seed=16071982)\n", + "\n", + "# Simulate one run of flipping the biased coin 10 times\n", + "np.random.binomial(10, 0.7)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Simulating many times to get the distribution\n", + "\n", + "In the above, we have simulated the scenario once. But this only tells us one potential outcome. To see how likely it is to get $n$ heads, for example, we need to simulate it a lot of times and check what proportion ended up with $n$ heads." + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Simulate 1,000 run of flipping the biased coin 10 times\n", + "x = np.random.binomial(10, 0.3, 10000)\n", + "\n", + "# Plot normalized histogram of results\n", + "plt.hist(x, density=True, bins=10);" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "* Group chat: what do you see in the above?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Hands-on" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "- If I flip a biased coin ($P(H)=0.3$) 20 times, what is the probability of 5 or more heads?" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0.7613" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Solution\n", + "sum(np.random.binomial(20, 0.3, 10000) >= 5)/10000" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "- If I flip a fair coin 20 times, what is the probability of 5 or more heads?" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0.994" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "sum(np.random.binomial(20,0.5,10000) >= 5)/10000" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "- Plot the normalized histogram of number of heads of the following experiment: flipping a fair coin 10 times." + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Plot histogram \n", + "x = np.random.binomial(10, 0.5, 10000)\n", + "plt.hist(x, density=True, bins=10);" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Note:** you may have noticed that the _binomial distribution_ can take on only a finite number of values, whereas the _uniform distribution_ above can take on any number between $0$ and $1$. These are different enough cases to warrant special mention of this & two different names: the former is called a _probability mass function_ (PMF) and the latter a _probability distribution function_ (PDF). Time permitting, we may discuss some of the subtleties here. If not, all good texts will cover this. I like (Sivia & Skilling, 2006), among many others.\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Question:** \n", + "* Looking at the histogram, can you tell me the probability of seeing 4 or more heads?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Enter the ECDF." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Empirical cumulative distribution functions (ECDFs)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "An ECDF is, as an alternative to a histogram, a way to visualize univariate data that is rich in information. It allows you to visualize all of your data and, by doing so, avoids the very real problem of binning.\n", + "- can plot control plus experiment\n", + "- data plus model!\n", + "- many populations\n", + "- can see multimodality (though less pronounced) -- a mode becomes a point of inflexion!\n", + "- can read off so much: e.g. percentiles.\n", + "\n", + "See Eric Ma's great post on ECDFS [here](https://ericmjl.github.io/blog/2018/7/14/ecdfs/) AND [this twitter thread](https://twitter.com/allendowney/status/1019171696572583936) (thanks, Allen Downey!).\n", + "\n", + "So what is this ECDF? \n", + "\n", + "**Definition:** In an ECDF, the x-axis is the range of possible values for the data & for any given x-value, the corresponding y-value is the proportion of data points less than or equal to that x-value." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Let's define a handy ECDF function that takes in data and outputs $x$ and $y$ data for the ECDF." + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [], + "source": [ + "def ecdf(data):\n", + " \"\"\"Compute ECDF for a one-dimensional array of measurements.\"\"\"\n", + " # Number of data points\n", + " n = len(data)\n", + "\n", + " # x-data for the ECDF\n", + " x = np.sort(data)\n", + "\n", + " # y-data for the ECDF\n", + " y = np.arange(1, n+1) / n\n", + "\n", + " return x, y" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Hands-on" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Plot the ECDF for the previous hands-on exercise. Read the answer to the following question off the ECDF: the probability of seeing 4 or more heads?" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Generate x- and y-data for the ECDF\n", + "x_flips, y_flips = ecdf(x)\n", + "\n", + "# Plot the ECDF\n", + "plt.plot(x_flips, y_flips, marker='.', linestyle='none');" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## An Aside on Monte Carlo Simulations!" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "> Monte Carlo methods, or Monte Carlo experiments, are a broad class of computational algorithms that rely on repeated random sampling to obtain numerical results. -- [Wikipedia](https://en.wikipedia.org/wiki/Monte_Carlo_method)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Example 1: Estimating $\\pi$\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Consider two shapes: (1) a circle with radius 1 and centre the origin and (2) a square with the same diameter around the circle. Notice two things:\n", + "- The area of the circle is $\\pi$\n", + "- The area of the square is $4$\n", + "This means that the $\\pi$ is equal to 4 times the area of the circle divided by the area of the circle. \n", + "\n", + "So: if we randomly populate the square with points and then count what fraction of them are in the circle (and multiply the result by 4), we'll be able to approximate $\\pi$. So let's do it!" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "3.252" + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "N = 10**3 #number of points\n", + "\n", + "# Generate x, y coordinates\n", + "x = np.random.uniform(-1,1, N)\n", + "y = np.random.uniform(-1,1, N)\n", + "\n", + "# Calculate pi\n", + "4*sum(x**2 + y**2 <= 1)/N\n" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "'c' argument looks like a single numeric RGB or RGBA sequence, which should be avoided as value-mapping will have precedence in case its length matches with 'x' & 'y'. Please use a 2-D array with a single row if you really want to specify the same RGB or RGBA value for all points.\n" + ] + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "df = pd.DataFrame({'x': x, 'y': y})\n", + "df.plot.scatter(x='x', y='y');" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "'c' argument looks like a single numeric RGB or RGBA sequence, which should be avoided as value-mapping will have precedence in case its length matches with 'x' & 'y'. Please use a 2-D array with a single row if you really want to specify the same RGB or RGBA value for all points.\n" + ] + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "df_sub = df[df.x**2 + df.y**2 <= 1]\n", + "df_sub.plot.scatter(x='x', y='y');" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Example 2: Investors, coincidences, and survivorship bias" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "> Let us use the Monte Carlo \n", + "generator introduced earlier and construct a population of 10,000 \n", + "fictional investment managers... Assume that they each have a perfectly fair \n", + "game; each one has a 50% probability of making 10,000 at the end of \n", + "the year, and a 50% probability of losing 10,000. Let us introduce an \n", + "additional restriction; once a manager has a single bad year, he is \n", + "thrown out of the sample, good-bye and have a nice life. The Monte Carlo generator will toss a coin; heads and the manager will make 10,000 over the year, tails and he will lose 10,000. We run it for the first year. At the end of the year, we expect 5,000 managers to \n", + "be up 10,000 each, and 5,000 to be down 10,000. Now we run the game a second year. Again, we can expect 2,500 managers to be up two years in a row; another year, 1,250; a fourth one, 625; a fifth, 313. \n", + "We have now, simply in a fair game, 313 managers who made money for five years in a row. Out of pure luck. -- [Fooled by Randomness](https://en.wikipedia.org/wiki/Fooled_by_Randomness), Nassim Nicholas Taleb" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "for _ in range(0, 10000):\n", + " x = np.random.binomial(1, 0.5, 1000) - 0.5\n", + " t = np.cumsum(x)\n", + " if (t > 0).all():\n", + " plt.plot(t, alpha=0.1)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 3. PROBABILITY DISTRIBUTIONS AND THEIR STORIES" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Credit:** Thank you to [Justin Bois](http://bois.caltech.edu/) for countless hours of discussion, work and collaboration on thinking about probability distributions and their stories. All of the following is inspired by Justin & his work, if not explicitly drawn from." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "___\n", + "\n", + "In the above, we saw that we could match data-generating processes with binary outcomes to the story of the binomial distribution.\n", + "\n", + "> The Binomial distribution's story is as follows: the number $r$ of successes in $n$ Bernoulli trials with probability $p$ of success, is Binomially distributed. \n", + "\n", + "There are many other distributions with stories also!" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Poisson processes and the Poisson distribution" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In the book [Information Theory, Inference and Learning Algorithms](https://www.amazon.com/Information-Theory-Inference-Learning-Algorithms/dp/0521642981) David MacKay tells the tale of a town called Poissonville, in which the buses have an odd schedule. Standing at a bus stop in Poissonville, the amount of time you have to wait for a bus is totally independent of when the previous bus arrived. This means you could watch a bus drive off and another arrive almost instantaneously, or you could be waiting for hours.\n", + "\n", + "Arrival of buses in Poissonville is what we call a Poisson process. The timing of the next event is completely independent of when the previous event happened. Many real-life processes behave in this way. \n", + "\n", + "* natural births in a given hospital (there is a well-defined average number of natural births per year, and the timing of one birth is independent of the timing of the previous one);\n", + "* Landings on a website;\n", + "* Meteor strikes;\n", + "* Molecular collisions in a gas;\n", + "* Aviation incidents.\n", + "\n", + "Any process that matches the buses in Poissonville **story** is a Poisson process.\n", + "\n", + " " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The number of arrivals of a Poisson process in a given amount of time is Poisson distributed. The Poisson distribution has one parameter, the average number of arrivals in a given length of time. So, to match the story, we could consider the number of hits on a website in an hour with an average of six hits per hour. This is Poisson distributed." + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Generate Poisson-distributed data\n", + "samples = np.random.poisson(6, size=10**6)\n", + "\n", + "# Plot histogram\n", + "plt.hist(samples, bins=21);" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Question:** Does this look like anything to you?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In fact, the Poisson distribution is the limit of the Binomial distribution for low probability of success and large number of trials, that is, for rare events. " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "To see this, think about the stories. Picture this: you're doing a Bernoulli trial once a minute for an hour, each with a success probability of 0.05. We would do 60 trials, and the number of successes is Binomially distributed, and we would expect to get about 3 successes. This is just like the Poisson story of seeing 3 buses on average arrive in a given interval of time. Thus the Poisson distribution with arrival rate equal to np approximates a Binomial distribution for n Bernoulli trials with probability p of success (with n large and p small). This is useful because the Poisson distribution can be simpler to work with as it has only one parameter instead of two for the Binomial distribution." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Hands-on" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Plot the ECDF of the Poisson-distributed data that you generated above." + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Generate x- and y-data for the ECDF\n", + "x_p, y_p = ecdf(samples)\n", + "\n", + "# Plot the ECDF\n", + "plt.plot(x_p, y_p, marker='.', linestyle='none');" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Example Poisson distribution: field goals attempted per game" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "This section is explicitly taken from the great work of Justin Bois. You can find more [here](https://github.com/justinbois/dataframed-plot-examples/blob/master/lebron_field_goals.ipynb)." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Let's first remind ourselves of the story behind the Poisson distribution.\n", + "> The number of arrivals of a Poisson processes in a given set time interval is Poisson distributed.\n", + "\n", + "To quote Justin Bois:\n", + "\n", + "> We could model field goal attempts in a basketball game using a Poisson distribution. When a player takes a shot is a largely stochastic process, being influenced by the myriad ebbs and flows of a basketball game. Some players shoot more than others, though, so there is a well-defined rate of shooting. Let's consider LeBron James's field goal attempts for the 2017-2018 NBA season." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "First thing's first, the data ([from here](https://www.basketball-reference.com/players/j/jamesle01/gamelog/2018)):" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [], + "source": [ + "fga = [19, 16, 15, 20, 20, 11, 15, 22, 34, 17, 20, 24, 14, 14, \n", + " 24, 26, 14, 17, 20, 23, 16, 11, 22, 15, 18, 22, 23, 13, \n", + " 18, 15, 23, 22, 23, 18, 17, 22, 17, 15, 23, 8, 16, 25, \n", + " 18, 16, 17, 23, 17, 15, 20, 21, 10, 17, 22, 20, 20, 23, \n", + " 17, 18, 16, 25, 25, 24, 19, 17, 25, 20, 20, 14, 25, 26, \n", + " 29, 19, 16, 19, 18, 26, 24, 21, 14, 20, 29, 16, 9]" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "To show that this LeBron's attempts are ~ Poisson distributed, you're now going to plot the ECDF and compare it with the the ECDF of the Poisson distribution that has the mean of the data (technically, this is the maximum likelihood estimate)." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## HANDS ON" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Generate the x and y values for the ECDF of LeBron's field attempt goals." + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": {}, + "outputs": [], + "source": [ + "# Generate x & y data for ECDF\n", + "x_ecdf, y_ecdf = ecdf(fga)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now we'll draw samples out of a Poisson distribution to get the theoretical ECDF (that is, simulating the model), plot it with the ECDF of the data and see how they look." + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0, 0.5, 'ECDF')" + ] + }, + "execution_count": 25, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAYQAAAEJCAYAAACUk1DVAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4xLjEsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy8QZhcZAAAgAElEQVR4nO3dfXRU9ZkH8O+8TyYJBMIkaV3CurUFawO6LQYRwXLcgCQRpagsu0VWN2etrDml5/hSRXGptOihotAed2F79NiFU5Tugmgb8aWoEErF3VXrymapYgAhCQl5mcm83Jn72z+Se5k7mbnzepPMzPdzzj3MM3dm7s1lkuf+3k1CCAEiIip45rE+ASIiGh+YEIiICAATAhERDWNCICIiAEwIREQ0jAmBiIgAMCEQEdEw61ifQCYuXPBClgt7GEV5eQm6uz1jfRrjFq9PYrxG+vLp+pjNJkyaVBx3f04nBFkWBZ8QAPAaJMDrkxivkb5CuT6sMiIiIgBMCERENIwJgYiIABicEDweDxoaGnD69OkR+z755BMsW7YMixYtwsMPP4xQKGTkqRARUQKGJYQPPvgAf/3Xf42TJ0/G3H/ffffh0UcfxWuvvQYhBF588UWjToWIiJJgWC+jF198EevXr8f9998/Yt+ZM2fg9/tx5ZVXAgCWLVuGrVu3YuXKlUadDtG4EDnbvMlk0uyLLCVbrdpfzY6Oz9XHlZXTkt6XzHs7OlL/3EyO+d57R9Haeghz587D7Nm1Ue9rj3hftWZfb2+v+risrGzEMYPBoPrYbrdr9gUCAfWxw+HQ7NO77ono/X8axchjGlZC2LhxI771rW/F3NfZ2Qm3263GbrcbHcq3kihPCSFGbIpQKDRiU0T+cY2O9fZl8l6jjvnee0exa9fz+PTTNuza9Tzee+9oxOvaAQh1i0wOvb29CAT61C0yOQBDySB6UwQCgRGbQu+6J6L3/2kUo485JuMQZFnWZDYhRFqZrry8JJunlbPc7tKxPoVxbTSvj97dmxACkiTBZDJBCAGbzaa+JhQK4fjx47BarQiFQpgxY4Z6t+r1lsDjuTgwqqSkRP2ZYt1HRf68HR3AwMAADh48iOuvvx6lpaVJvTfdfYn2f/DBe5BlGadOncLUqVPxwQfvYcmSGwAAPl8p+vv7UVIy9PNOmHDxXG22MHp7wygrK0Nvby/KykpRVnbxmEoSsNvt6r9KKSEQsCMQsMPhcCAQCMDhcKilBCUJKNfdarXGLCXE+g4pf5CV/0+TyWR4KcHoY45JQqiqqkJXV5canz9/HhUVFSl/Tne3p2AGjMTjdpeiq2tgrE9j3BrN6xN9xxb9yypJEiRJUmObzQabzQbg4l20cod6/PhxtaolMhkosd7PFLmvvf0cjh59FwDQ0tKC2trrYlbxxHpvtvZF7p81azb+93//F5deeinMZjNmzZqt7uvv7wdw8eft7+9X9/X2DiAQ8Kj7JMkCSbKonx9dKtAmBKVUMPRZDkcQDsfQa6NLBbESQrzvUKL/byNkekyz2aR7Iz0mCeGSSy6Bw+HA+++/j29+85vYt28f5s+fPxanQpR1yt1brOdNJpN6Nzoadc6trYdgsWjj6Hr7bHM4JiIQ6NPEiquu+iYA4OjRQ6itnafGAOB2T0VX1ylNrBgqGUATR4puM4iMo9sMIuPoP/6ptCFE//+Nxv+n0ccc1YTQ1NSE5uZm1NTUYPPmzVi3bh08Hg+uuOIKrFq1ajRPhcgQkXdwsX5Z+/s71cfl5ZcYfj5z585TSwhKPNZqamahpmZWzH161yRWQ3Kk6KQQKTopREq1ITnSaDUkj9YxDU8Ib731lvp4x44d6uMZM2Zgz549Rh+eaNzo7u4aEVdWfmmMzkafyVQEIXyaWFFWVoXe3nOaONKECRPQ0xPSxAq9O3KzWdvHJTom4/GKE2VRIBBAMBjU9GRJVnv7Obz00h60t59L/OIktbYe0o0Ti33PWFQ0CWVlVSgqmhRzf1lZGSZPnhzzrl6pp491Z242m9WNRh+vOlGW+P1++P1++Hw+9bFWMG58sfFX4OjRd7OWFKKriJKtMhJCafwORcUXJUp6siwndSwaP5gQiFIky7K6RTKZTJCkAXVLpa438zv52Kqrq1Bbex0AE2prr0N1dWT1jiXq1RfjyZMrNM9djKF224zcIkXe5fNuP7fk9HoIRKMtViJQ/uD19Wk74Pf1dcDpjN/FM9KkSZPR39+tibOluroK1dXLY+wJx42FECguLtfEkfQaaQHW/+cq/q8RpSH2H7zoXi7xe71Eu3ChRzc2gtIYXFRUpImBi2Mk7Ha7ZrwE5TcmBKIUhUIhBIPBrM7Qm25df6YcjokoLy/XjBVQ2Gw2WK1WJoMCwoRAlILI9oOR1UfxG43HitNZFjdW7vwjN4UyiC5yo/zHhECUIo/HA7/fP2JKiWTE61pqVKOywmKJvbC6w+FAUVFRzDYBJoPCw4RAlIL+/n4I4YMkDUAInzr/TjL0upYaVWWkzJ0UDns1cSR2DyUFEwJRCpTBVDZbqSZOhl4pQL97aPomTpwIwD5cQrAPx0PYPZSisdspURokKfUZVBPNKxS/e2hmiouVqZudI/YxGVAkfguIUuDzDerGo62kZIpubLFYRmxE8TAhEMUQbzRyJoxrOLYPzykUe9yDzWaDw+Fg91FKiAmBKIp+19Lo+XuSn8QuevRxNkYjh8NhAGH4fP0AwsPxSGw4pmSwDYEohlAoBLPZDFmWdefZT8WFCz2axWqyMRq5uLgY4XAYFosF4XAYxcXa7qWcUppSwYRAFCV6WUWz2ZyVpGDUfEXRSSAakwAliwmBKIrS60ZZ6jJbf1DTLSGYzS7I8qAmVkQ3ErPRmDLBWweiGAYG+nDhQjcGBvoSvzhJRg0+Yw8iyhYmBKIoAwMDGJqHaGgbisdO5BKUsWKibGFCIMoivWUwM+l2arOVoqRkijpCmsgITAhEUYLBft04nkTLYKZbZaQ0cnu93hEN3kTZxIRANEL8pSX1JCoBpDtfkbJMZXFxccwlK4myhb2MqGBFDtbKRk+iRHMVAenPV6QkATYck5GYEKgg6a2NrLfWsHFsAKSoeEj0jKqpzLBKlApWGVHBCofDEELEne4hVUYucmO1WtWNyChMCFSQwuGheX8kSVIfZyqzuYqiF64ZuZANkdGYEKggmc1m+P1+SJIEv9+flTaE6JHHqcxVNHFipW5MNBqYEKggDQ4OQpL88Pu9kCQ/BgczX9cgkxLCUFdSh7qxaymNBVZIUkEa6q1jgcvlwuDgYFZ672Qym6nT6UQoFFLnT3I6R65uRmQ0lhCogPkxONgDwJ/Su+KNRs50riKHwwGLxcJxBjRmmBCoIPn9ft04Hr3RyIkGng0tdB875lKXNB4YmhD279+PJUuWoK6uDjt37hyx/+OPP8Z3vvMd3HTTTfiHf/gH9PcnN0UA0VhJZjTyrbcuT3oUciSr1QqbzcaupTRmDEsIHR0d2LJlC3bt2oW9e/di9+7dOHHihOY1GzduRHNzM15++WVceuml+MUvfmHU6RBpSNKAbhxPJg3H4bBXNwYAIUTSn0eUbYYlhNbWVsyZMwdlZWVwuVxYtGgRWlpaNK+RZRle79Avhc/nY0MajaLoevrk6u0z6VpaXFweNzaZTCM2otFmWELo7OyE2+1W44qKCnR0dGhe8+CDD2LdunWYN28eWltbsWLFCqNOhygrjFrkBgCTAY05wyorZVnWfLGFEJrY7/fj4YcfxvPPP4+ZM2fiueeewwMPPIDt27cnfYzy8pKsnnOucrs5R76eWNeno+PzqGcC6uui7ls0nzFpkrZheNKk4qTeBwClpTacP39xRPSUKZPGTamY3yF9hXJ9DEsIVVVVOHbsmBp3dXWhoqJCjdva2uBwODBz5kwAwO23345nnnkmpWN0d3sgy4Vd5+p2l6Kra2xX9BrPUrk+eq9T9r366muasQavvvoaLrvsG0l9pt/vx8BAEE6nE36/H0IMwOkc+ykq+B3Sl0/Xx2w26d5IG1ZlNHfuXBw5cgQ9PT3w+Xw4cOAA5s+fr+6fNm0azp07h08//RQA8Oabb6Kmpsao0yHKikwalSVJgixLGBwcgCxLkKSxTwZEkQwrIVRWVmLt2rVYtWoVJEnC8uXLMXPmTDQ1NaG5uRk1NTX4yU9+gu9///sQQqC8vBw//vGPjTodKkDK6mLKCOBsyHQ0cjAYhM1mgyRJ46a6iEhhaIfnxsZGNDY2ap7bsWOH+njBggVYsGCBkadABSoyGSjzAmUjKUyaNBn9/d2aOFlCCHUUssPhYBdTGnc4AobyWrYHeWVSQrDZbGrnCiEEbDZb4jcRjSJOXUF5y+/3w+PxJD0tRTIy7XaqjERmMqDxiAmB8lJ0ldFoTCdts5Xqxhx8RuMdEwLlrXA4AJPJhHA4kLXPTG6ZTHvc9zMZ0HjGhEB5aWhKlBC6u7sBhNQpUjKl1+1UkpTEE4yKiXIDEwLlpaEunSaUl5cDMGWti6feXEZlZUpysEfFRLmBCYHymEBPTw+A1Lt3prsIjtVaAqvVDquV06pQ7mFCoLykNCJH/5uMdBfBMZvNIzaiXMJxCJTXwuFw4hdFaW09pBlr0Np6CLNn16pxdXUVqquXx3yvzWZTRyIT5RrewlBe8vt7dWM96c5XJMsyZFlGIBBQHxPlEpYQiKKkOxrZZrNBlmWYzWbIsszBZ5RzWEKgnCaEULdsyWQ0stVqhdls5rrIlJP4raWcFSsRjOWAr+gBZxx8RrmGJQTKabIsQwiR1fr65EYjx2YymWA2m5kMKCcxIVDOUhpuw+FwVhtx021UVkosSpLi9NaUa5gQKGeZTCZIkoRwOAxJkrJ2V643GjnR+USWEFhKoFzDhEA5KxgMQpIkBAIBSJKEYDCYlc/NZJlMJQkwGVAuYkKgnKWMBnY6nVkdGaxXQnA4Jmr2Rcac3ppyHRMC5bRgMAiPx5O10gGQWbdTJgPKZUwIlLOUhuTIzWjRs6ZmaxZVovGACYFymhCB4TWKU197IN6Mpom6ndpspSgtdY9YEY0o1zEhUM4aGBgAIEOWBwHIw3Fy9GY01asyUkoig4ODnK+I8g4TAuUspbrGbHZp4mTolQL0prh2Op1wOp1wuVzqY6J8wakrKOcNlRBSM3fuvOESwsU4kt4U13Z7/DWTiXIZSwiUswYH+3VjIkoNEwLlrfb2c9i/f/+IRmMgs/mKlNlMuSIa5Rt+oymHRS+LeTFWGo39fv+IRmMgs7EGANiYTHmJCYHyUqISgF7DsR6um0z5jI3KlJcmTZqM/v5uTRxNr+FYD5MA5St+sykvpTtjKVEhY0KgcU+SJHVLVqZtBESFyNCEsH//fixZsgR1dXXYuXPniP2ffvopvvvd7+Kmm27CXXfdhb6+PiNPh3JQZDJINSmky2Ip1o2J8pVhCaGjowNbtmzBrl27sHfvXuzevRsnTpxQ9wsh8L3vfQ9NTU14+eWXcfnll2P79u1GnQ7lMCUJpJIMMulWSlSoDEsIra2tmDNnDsrKyuByubBo0SK0tLSo+z/++GO4XC7Mnz8fAHD33Xfjb/7mb4w6HcpRSqlgcHAwpRJCJovchMNe3ZgoXxmWEDo7O+F2u9W4oqICHR0datze3o4pU6bgoYcewi233IL169fD5XIZdTqUo2w2G2w2G1wul/o4GZk0KpeUTNGNifKVYd1OZVnWLBIihNDEoVAIf/jDH/Bv//ZvqKmpwdNPP41NmzZh06ZNSR+jvLwkq+ecq9zu/J2GWZIkXJzE1IbS0lI1KUTcX6iUa1Ffry2R1tcv0lwnvfe6XGZYrRcHuU2aVIri4vxuR8jn71A2FMr1MSwhVFVV4dixY2rc1dWFiooKNXa73Zg2bRpqamoAAA0NDWhubk7pGN3dHsiyyM4J5yi3uxRdXclP+5xr/H6/ZlprrzesO8Ooci0uXNBW81y44E14nZT9wWAQvb1+9XmTyY/BwfwdmZzv36FM5dP1MZtNujfShlUZzZ07F0eOHEFPTw98Ph8OHDigthcAwFVXXYWenh4cP34cAPDWW2/hiiuuMOp0KIfJ8tAiOLKc/CI4mTYq2+12lJSUcGZTKiiGlRAqKyuxdu1arFq1CpIkYfny5Zg5cyaamprQ3NyMmpoa/PznP8e6devg8/lQVVWFJ5980qjToRzl8XgAhNWGXY/Hk9QaBMmMVI4nuourJElMDFQQDJ26orGxEY2NjZrnduzYoT6eNWsW9uzZY+QpUI5zOp3wer2aOBkXLvTAYtHGybLb7fD7/bDZbEwGVFB0q4xuueUW9fE777xj+MkQRfN6e3XjeDLrdhqGxWKBLMuwWCwIh8NJv5col+kmBCEuNthu2bLF8JMhiuZwKA1glqhYXybdTpXurU6nM6WurkS5TjchRHcbJRo7qd2lZzqXkdVqhclkgtXKCYGpcCTdyygyORCNlkCgTzc2Atc8oEKle/vT39+P119/HUIIDAwM4MCBA5r9dXV1hp4cUbpaWw9pGpVbWw9h9uzapN9vNpthMplYMqaCopsQvvzlL+OFF14AAHzpS1/CL3/5S3WfyWRiQqBxK5Nup0IIdVNilpCpEOgmhMgEQJRLMul2ajKZ1I3JgApJwhYzr9eLV155BW1tbXA6nZg+fToWL17MvtmUVZFVM9n4Azx37jwcPfquJk6Fcg5MBlRIdFvLPv/8c9TX1+PAgQNwOBwAgD179mDx4sU4c+bMqJwg5b/IKprIqhoj2WylcePIEoKyERUC3RLC1q1bsXbtWixdulTz/EsvvYTNmzdzbAJljVI1k2oVTXv7ORw9egi1tfNQXV2lPp9pozKTABUi3RJCW1vbiGQAALfeeis+++wzw06KCotSKpBlOaUSwlAyeBeAwNGj76K9/Zy6L9E4BEka0I2JCpFuQrBE3mJF4R0UZYtSLaN09Uz2u6U3o2l1dRVqa6+D0+lEbe11mtIDABQVTdKNiQqRbpUR/+jTaJHli+sNJDsQLFHDcXV1FaqrG6PfRkRx6CaEc+fO4fHHH4+5ryPWklNEaZBlWZMQlEnljORwOODzWTQxUaHTTQh6i96vXLky6ydDhSsYDKoziyY7f1CmDcd2ezEcDgcCgeQX3iHKZ7q/ef/4j/844rlgMMgxCJRVgUBA80fZYrHA5XIlfF8mo5HD4TDC4TAGBwfVmKjQ6VbWBoNBPPDAA3j99dfV5+6991788Ic/RCgU0nknUfKGSgZehMMSwmFv0tVFmUxx7XA4NFNcs8qIKEFC2Lp1KzweD/7yL/9SfW7Dhg3o6+vDtm3bDD85Kgx9fcoMpsGoWF8mi+DIsgybzQaz2QybzaZpwyAqVLoJ4eDBg/jpT3+K8vJy9bnKyko8+eSTeOONNww/OSoMyt25yVSkiRPJpIRgsVhgsVhgs9nUx0SFTjchKEXqaCUlJWxHoKwTwhfz+fb2c3jppT2agWdA5ovgWCwWmEwmJgOiYboJwWw2w+PxjHje4/GwDYGyRpKkuLHeaGRl8Blgijn4TA8XwSEaSfe3oKGhAevWrVN7YgDA4OAg1q1bx7UQaFTojUYGhpLCrbcuTykZKJgMiLR0fxPuuOMOlJaW4tprr8Vtt92G5cuX49prr8WECROwZs2a0TpHynPhsDdunEnDMRGlRnccgtlsxo9+9CPcfffd+Pjjj2E2mzFz5kxUVFSM1vlRgctkoRsiSo1uCeGLL74AAFxyySWoq6vDDTfcoCaDd955x/izo4KXacMxESVPNyFEVgvde++9mn1cC4GIKL/oJoTIeelPnToVdx9RMpRJ7FIZBJaoUZmIskc3IUROfx09FTanxqZURCaDVJICG5WJRk/SJQSiTIXDYQghUppILt3RyHprJhNRbLq9jGRZRl9fn/pLrDwGODskpUaZXVT53iTb/z/dGU0lyacbE9FIugmhra0Nc+bMUZNAbe3FueZZZUSpUBKAsuZBsoPB0u12OmHCZPT3d2LSpEm4cOECJkxgVRNRIroJ4fjx4xl9+P79+/Hss88iFArhjjvuiLvgzsGDB7Fhwwa89dZbGR2PxrdUG5SBxMtk6rFYhhbAsViKUzomUaFKbmmqNHR0dGDLli3493//d9jtdqxYsQK1tbW47LLLNK87f/48nnjiCaNOg8YJIYSmTcro9imHw4FQKASHwwGHI8j1DoiSYNgkLq2trZgzZw7KysrgcrmwaNEitLS0jHjdunXrYq7MRvnH7/cjFArB7/eP2BdvRtNMup06nU64XK6YM/YS0UiGJYTOzk643W41rqioQEdHh+Y1L7zwAr7+9a9j1qxZRp0GjRNerxehkBd+fx9CIS+83ovzFenNaJruSGWlRKL0bGKPOaLEDKsykmVZ0/AshNDEbW1tOHDgAJ5//nmcO3cu1kckVF5ekvF55gO3e/x3qXS5zOjrM6O4uBherxcTJ05EcfFQ3f4HH7ynee0HH7yHJUtuADA0m+mkSYtx8OBBXH/99SgtLVV/3qj7CwAXr4WSDEwmEyorJ6prH1BsufAdGkuFcn0MSwhVVVU4duyYGnd1dWkmxWtpaUFXVxe+853vQJIkdHZ2YuXKldi1a1fSx+ju9kCWC/vOz+0uRVfXwFifRkJerxceTw96eoZ6CQWDZgwODjUwz5o1W9NwPGvWbM3PVFpaisbGRjXW+3mVfUqpwO0uxfnzHphMJiaEOHLlOzRW8un6mM0m3Rtpw6qM5s6diyNHjqCnpwc+nw8HDhzA/Pnz1f3Nzc147bXXsG/fPmzfvh0VFRUpJQPKLdG9i4xew1hJAJEbEekzLCFUVlZi7dq1WLVqFW6++WY0NDRg5syZaGpqwkcffWTUYSkHGTVfEZMBUWoMqzICgMbGRk1RHwB27Ngx4nV/9md/xjEIeW5wsGdEXFo6VC+b7mhkIsourh1Io8QWN053viIiyi4mBBolUtyYM5oSjQ9MCDTmWEIgGh+YEGjMcZlMovGBCYFymCVBTESpYEKgrElniUyAy2QSjRdMCJQV6S6RCWTSqBy9SBMXbSLKBBMCZVWyC99E4jKZROMDEwJlTTgchiRJKS+vykZlovGBCYGyQplMLnIzWvQ6B1z3gCgzTAiUNZIkQZZlSFL0IDR9mTUq2+F0lgGwp3RMIhqJCYGyIhAIIBAIYHBwUH2crHQblYcSjwS/vw+AlHIiIiItQye3o8JhsVhgsVjgcDgQCARgsSQ/JuDChR5EvjzZRmWXywVJkmCz2SBJElwuV6qnTUQRWEKgrAkG+zEw0IVgsD+l92XSqFxUVASr1YqioqKUjklEI7GEQFnh8XhGxA6Hw9BjWq1WzXgHq5VfZ6JMsIRAo6a9/RxeemkP2tu1a2hn0qhstVphs9mYDIiygAmBsiIU8ujG7e3nhtdNFjh69F1NUki3ykjp3irL8qh1dSXKZ0wINCr0SgHV1VWorb0OgAm1tdehuroqqc9UlsaM/peI0sNyNo2KRMtkVldXobp6eUqfqZQIIv9lUiBKH0sINCqMWATHZDLBZDLBbDarj4kofUwINCqMmq+I1UVE2cMqIxrnLNBOa31xBFt0EmBSIMoMSwiUklAopG6pMGoRHKWqiMmAKHNMCJS0yGSQalLgIjhE4x8TAqUsnUFg6TYqD81kGj8mouxhQqCUBAIBeL3elGYzBbgIDlEuYEKgpIXD4RGb0YYWvTGrGxfBITIOEwKlRJIGIElBSNJASu/LpFHZZitGSclk2GzFKR2TiFLDhEBJ6+29MPwoEBUnlm6jstJ47fV60+rdRETJ4zgESprd7kAwGNDEyUp3ERyHwwFJkmC1WhEKhQyfUpuokLGEQEmLXvgmlYVw0i0hCCFgt9thNptht9s5oymRgQxNCPv378eSJUtQV1eHnTt3jtj/xhtvYOnSpbjppptwzz33oK+vz8jToTGUbrdTq9WqWfOA6x4QGcewhNDR0YEtW7Zg165d2Lt3L3bv3o0TJ06o+z0eDx577DFs374dL7/8MqZPn45t27YZdTo0CuItgANk1u3UarXCYrEwGRAZzLCE0Nraijlz5qCsrAwulwuLFi1CS0uLul+SJKxfvx6VlZUAgOnTp+Ps2bNGnQ4ZTG8BHCCzNQ+iNyIyhmEJobOzE263W40rKirQ0dGhxpMmTcJf/dVfAQD8fj+2b9+OG264wajToRSkM84gmW6l1dVVuPXW5UknAwWTAdHoMKwMLsuy5hc43uIlAwMDWLNmDWbMmIFbbrklpWOUl5dkfJ75wO0uzdpnRScCi8UCy3D3oIh8PuLY1dVfxpkzZ9Tnq6u/rDkvvffq7cuGbH5WvuI10lco18ewhFBVVYVjx46pcVdXFyoqKjSv6ezsxF133YU5c+bgoYceSvkY3d0eyHJh9zpxu0vR1ZXaIDE9SkKwWCzqv5bI/qJRlGO3t3+h6Vba3v5FwvPS25+tnynb1ycf8Rrpy6frYzabdG+kDasymjt3Lo4cOYKenh74fD4cOHAA8+fPV/eHw2HcfffduPHGG/Hwww+zOmAcCQaD8Pl8CAaDSb+HcxUR5T7DSgiVlZVYu3YtVq1aBUmSsHz5csycORNNTU1obm7GuXPn8D//8z8Ih8N47bXXAADf+MY3sHHjRqNOiZIQXWWklBKMZDIVQQifJiai0WdoP77GxkY0NjZqntuxYwcAoKamBsePHzfy8JQmv38AJpMdQgRRVJTcH+fW1kOaKqPW1kOYPbvWoDMkIiNwpDJp9Pb2AggP37GHh+PE0l8AB5rSQayYiEYHEwJp2O123TiedEciDx1jgm5MRKODCYE0AoE+3TieTEoIwaBPNyai0cGEQFGivxLJfUUyKSFMmDBp+JEtKiai0cSEQFmRabdTi6UYFosdFgsXwSEaK5wtjKLICeLsczgcmoVvuOYB0dhgCaFApbsucrwZTTNZIhMYWjvZ5XJxzWSiMcSEUIAik0EqSUFvRtNMqoyEEBBCIBwOq4+JaPQxIRSwVEcg65UC0p3eGgDMZjPMZjMsFov6mIhGH9sQCpTH41EfT5w4Man3zJ07b7iEcDGOVF1dherq5Wmdj5IEOKcV0djhrVgB8vl8kKSLm89nfL9/s9kVN+YiOETjAxNCnuFmotwAAA+ISURBVJJlWd1iC0Vsycm04XhI7D/2TAZEY48JIQ9FJoNYScHr7daN48lkNLIsK6UQERUT0XjBhJCngsEgQqFQSmsaJJLZaGS3bkxEY48JIQ8Fg0EEg0H4/X71cTZkNl9REEPVRUNbNhMVEWUHE0IeUrpuOp3OrHbjzKSEUFRUBLO5CE7nRJjNRUmvs0BEo4cJIU/5fF709V2Az+fN2mdmOl+Rw+GAyWTi1BRE4xTHIeShQCAAIKiJk13XwChWqxVWq1UTE9H4whJCDkt3PqJEjJqvyG63w+l0jnlyIqLYmBBylN58RIOD2rr96FiPUfMVKeKPiyCiscaEkONSnY8okfTnK4q+69fGSuN25EZE4wt/K8c5ZfbPWDOA9vb2oru7G729vSP2xav2SSRRKaC6ugq33ro8pcnrFEwGROMbfzPHschkEJ0UBgYGIIRP869Cr9onkXRnLS0pmaAbE9H4x4QwDuiVAkKhEMLhsGZFsUixJqZTqnm8Xq8mTlb6pQAHXK7JANitlCgXMSGMMb1SQCgUQigUgiRJ6mNFINCn+ZzIWBlBXFxcrImNNNRYLGNwcACA3qR6RDResTP4OGEymUaUEJTZP61WK0KhUNIzgV640IPItuZURhSnq7i4GLIsw2w2Q5ZlNRkRUe5gCWEU6FUJAUN31+FwOOZddX9/J3p6vkB/f+eIfe3t57B///4RbQTZ6B6aDmVNZJfLlfjFRDTuMCEYTK9KKNH+7u4zmtdGxkrDsd/vH9FwnMlylnocjolxYy5yQ5T7WGUUJfIPcip/1CIHhkWPDZAkSa0SijVKt6fnC/Wx2z1Vs2/oD/8h1NbO0/xhb209pKkWam09hNmza9U4k+UsE7FYihEOj5wjyWw2x6z6IqLcwBJChER38/HojRqWJAmSJCEYDKqPI3V1nYobGz1qOFVKo7aSDGL1fGIyIMpdBZcQkqnPF0LErM/XmzvowoWz6hbJZDLB6+1Wt5GlDnPUILKL/yXJjBp2Op1ZrRbSU1ZWBsA+vB6yfTgewiojotxnaELYv38/lixZgrq6OuzcuXPE/k8++QTLli3DokWL8PDDD8fta58tiUoAynKTSgNvZFLQKwWcP39a8zmRcWR1UKy4vf2LqFLAxf3JjBpubGwclWQADF2/0tKJKC4uRmnpxLi9opgMiHKTYQmho6MDW7Zswa5du7B3717s3r0bJ06c0Lzmvvvuw6OPPorXXnsNQgi8+OKLRp2ORrw/WMofM4vFEvcPW+y5g6IvY/KXNf25g4xRUjIlbqxMYW2z2UZMZ01Euc+whNDa2oo5c+agrKwMLpcLixYtQktLi7r/zJkz8Pv9uPLKKwEAy5Yt0+w3kl49t9IoGi9pZHuqaSPnDkqXyVSkbtGsVissFguTAVEeMiwhdHZ2wu2+uJB6RUUFOjo64u53u92a/UZIVM+tNyOnxWIZsSkqK6di6FIObUOxsm+a5hjR8ezZtaitvQ7h8FApILKnkN57092XKC4uLh6xKdhOQJTfDLvNk2VZ8wcj+q470f5klJeXZH6iWeJ2f11n3zd037tkyQ1YsuSGlN+b7r7E7y3VfW+uybefxwi8RvoK5foYlhCqqqpw7NgxNe7q6kJFRYVmf1dXlxqfP39esz8Z3d0eyHJhd3N0u0vR1TWQ+IUFitcnMV4jffl0fcxmk+6NtGFVRnPnzsWRI0fQ09MDn8+HAwcOYP78+er+Sy65BA6HA++//z4AYN++fZr9REQ0ugxLCJWVlVi7di1WrVqFm2++GQ0NDZg5cyaamprw0UcfAQA2b96Mn/zkJ1i8eDEGBwexatUqo06HiIgSMIkcHlrKKqP8Ks4agdcnMV4jffl0fcasyoiIiHJLTncmN5vZ7RHgdUiE1ycxXiN9+XJ9Ev0cOV1lRERE2cMqIyIiAsCEQEREw5gQiIgIABMCERENY0IgIiIATAhERDSMCYGIiAAwIRAR0TAmBCIiAsCEkHM8Hg8aGhpw+vRpAENLlTY2NqKurg5btmwZ47Mbez/72c9QX1+P+vp6PPnkkwB4jSI988wzWLJkCerr6/Hcc88B4PWJ5YknnsCDDz4IoMCuj6Cc8d///d+ioaFBXHHFFeLUqVPC5/OJBQsWiPb2diFJkrjzzjvFwYMHx/o0x8zhw4fF7bffLgKBgAgGg2LVqlVi//79vEbDjh49KlasWCEkSRI+n098+9vfFp988gmvT5TW1lZRW1srHnjggYL7HWMJIYe8+OKLWL9+vbqy3Icffohp06Zh6tSpsFqtaGxsREtLyxif5dhxu9148MEHYbfbYbPZ8JWvfAUnT57kNRp29dVX44UXXoDVakV3dzfC4TD6+/t5fSL09vZiy5YtuPvuuwEU3u8YE0IO2bhxI771rW+pcWdnJ9xutxpXVFSgo6NjLE5tXPjqV7+KK6+8EgBw8uRJ/Pa3v4XJZOI1imCz2bB161bU19fjmmuu4XcoyqOPPoq1a9diwoQJAArvd4wJIYfJsgyT6eJ0tkIITVyo/u///g933nkn7r//fkydOpXXKEpzczOOHDmCs2fP4uTJk7w+w1566SV86UtfwjXXXKM+V2i/Yzm9HkKhq6qqQldXlxp3dXWp1UmF6v3330dzczMeeugh1NfX4w9/+AOv0bA//elPCAaDuPzyy1FUVIS6ujq0tLTAYrGorynk6/Ob3/wGXV1dWLp0Kfr6+jA4OIgzZ84U1PVhCSGHzZo1C5999hk+//xzhMNhvPLKK5g/f/5Yn9aYOXv2LNasWYPNmzejvr4eAK9RpNOnT2PdunUIBoMIBoN48803sWLFCl6fYc899xxeeeUV7Nu3D83NzVi4cCH+9V//taCuD0sIOczhcGDTpk249957EQgEsGDBAixevHisT2vM/OIXv0AgEMCmTZvU51asWMFrNGzBggX48MMPcfPNN8NisaCurg719fWYPHkyr08chfY7xhXTiIgIAKuMiIhoGBMCEREBYEIgIqJhTAhERASACYGIiIYxIdC4tH79eixcuBBbtmxBU1MTTpw4ofv6bdu2YcOGDTH3XXXVVerssEaaPn06enp6kn79wMAAVq1apcY/+9nP8MYbbxhxaiPceeedKZ0rFQaOQ6Bxaffu3Th48CCqqqrG+lQM09fXh48++kiNjx49issuu2xUjn348OFROQ7lFiYEGndWrlwJIQSampqwfv163H///XjmmWdQU1ODt956C88++ywkSYLT6cQDDzyAq666SvP+Y8eO4Uc/+hFMJhNqamogy3LM43z44Yd47LHHIEkSqqur8cUXX+DBBx9EbW0tdu/ejV/+8pcwm82YMmUKHnnkEVx66aX47LPPsGHDBni9XnR1dWHGjBl4+umn4XA44v48e/bswe7duyFJEvr6+tDU1ISVK1fihz/8Ifx+P5YuXYrbbrsNf/zjH/Hkk0/CYrFgwYIF2Lx5M9577z2Ew2F8/etfx7p161BSUoKFCxeioaEBv//979HX14e///u/x3/+53/i448/htVqxbPPPovKykosXLgQ9fX1OHz4MAYGBvB3f/d36nEB4I477sD27dvxu9/9Dr/61a9gs9ngcDiwYcOGUUtMNM6M4dTbRHF97WtfE93d3UIIIb797W+LDz/8UHz22WeioaFB9PT0CCGEaGtrE9dee63wer1i69at4p/+6Z9EIBAQc+fOFa2trUIIIfbv3y++9rWviVOnTmk+X5IkMX/+fHVu+yNHjojp06eL3//+96K1tVXccMMN6vF//etfixtvvFHIsiw2bdok9u7dK4QQIhgMioaGBtHS0jLinBUej0fcdttt6jn/13/9l7jyyiuFEEKcOnVKfSyEEH/7t38rfvvb3wohhNi2bZvYtGmTkGVZCCHET3/6U7F+/Xr1evz4xz8WQgjx6quvihkzZohPPvlECCHEPffcI5599ln1dY888oiQZVmcPXtW1NbWiuPHj2vONRQKiSuuuEJ0dHQIIYT4j//4D/GrX/0q5f8vyg8sIVDOOHz4MDo7O7F69Wr1OZPJhPb2djVua2uD1WpVZ6xsaGjAo48+OuKz2traAAxN5wAAc+bMwVe/+lUAwLvvvoslS5Zg8uTJAIBly5Zh48aNOH36NO677z4cPnwYO3bswMmTJ9HZ2YnBwcG451xcXIx//ud/xttvv42TJ0/i+PHjuq9XHDx4EAMDA2htbQUASJKE8vJydX9dXR0AYOrUqZgyZQpmzJgBAKiurkZfX5/6upUrV8JkMqGqqgrXXXcdDh8+jOnTp6v7LRYLFi9ejBUrVuD666/HvHnz1GtChYcJgXKGLMu45ppr8PTTT6vPnT17FhUVFXj99dfV50TUbCxW68ivucViGfE6ZVbLWFVMQgiEQiH84Ac/QDgcxo033ojrr78eZ8+eHfE5kc6dO4fbb78dt912G775zW9i8eLF+N3vfpfUz/rQQw+pf5y9Xi8CgYC63263q49tNlvcz4n82WVZhtk8sh/J5s2b0dbWhtbWVmzfvh379u3DM888k/AcKf+wlxHljGuuuQaHDx/Gn/70JwDA22+/jZtuugl+v199zfTp0yGEwNtvvw0AePPNNzV3zIqvfOUrsNvteOeddwAMtSe0tbXBZDLhuuuuw29+8xu1F86vf/1rlJWVYdq0aTh06BDWrFmDJUuWAAA++OADhMPhuOf8xz/+EZMnT8Y999yDefPmqckgHA7DarUiHA6rCcVisSAUCgEA5s2bh507dyIYDEKWZTzyyCN46qmnUr5me/fuBQB88cUXOHz4sDpTp3Ksnp4eLFiwAGVlZVi9ejW+//3vaxq6qbCwhEA547LLLsOGDRvwgx/8AEIItQG1uLhYfY3NZsPPf/5zPPbYY3jqqadw+eWXa6paFFarFdu2bcP69evx1FNP4c///M8xZcoUOJ1OXH311Vi9ejXuuOMOyLKMyZMn41/+5V9gNpuxdu1arFmzBi6XCyUlJZg9e7amyiratddeiz179mDx4sUwmUy4+uqrMXnyZHz++eeYNm0aZs6cifr6euzcuRMLFy7EU089BUmScM899+CJJ57ALbfcgnA4jMsvv1xd9D0Vp0+fxrJly+D3+7Fu3Tr8xV/8BQBg8eLF+O53v4tt27bhe9/7HlavXg2n0wmLxYLHH3885eNQfuBsp1SwnnjiCdx1112YMmUKzp49i6VLl+KNN95Ql0/MdQsXLlR7ZxElgyUEKliXXHIJVq9eDavVCiEEHn/88bxJBkTpYAmBiIgAsFGZiIiGMSEQEREAJgQiIhrGhEBERACYEIiIaBgTAhERAQD+H5DL/yV4TNguAAAAAElFTkSuQmCC\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Number of times we simulate the model\n", + "n_reps = 1000\n", + "\n", + "# Plot ECDF of data\n", + "plt.plot(x_ecdf, y_ecdf, '.', color='black');\n", + "\n", + "# Plot ECDF of model\n", + "for _ in range(n_reps):\n", + " samples = np.random.poisson(np.mean(fga), size=len(fga))\n", + " x_theor, y_theor = ecdf(samples)\n", + " plt.plot(x_theor, y_theor, '.', alpha=0.01, color='lightgray');\n", + "\n", + "\n", + "# Label your axes\n", + "plt.xlabel('field goal attempts')\n", + "plt.ylabel('ECDF')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "You can see from the ECDF that LeBron's field goal attempts per game are ~ Poisson distributed." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Exponential distribution" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We've encountered a variety of named _discrete distributions_. There are also named _continuous distributions_, such as the exponential distribution and the normal (or Gaussian) distribution. To see what the story of the exponential distribution is, let's return to Poissonville, in which the number of buses that will arrive per hour are Poisson distributed.\n", + "However, the waiting time between arrivals of a Poisson process are exponentially distributed.\n", + "\n", + "So: the exponential distribution has the following story: the waiting time between arrivals of a Poisson process are exponentially distributed. It has a single parameter, the mean waiting time. This distribution is not peaked, as we can see from its PDF.\n", + "\n", + "For an illustrative example, lets check out the time between all incidents involving nuclear power since 1974. It's a reasonable first approximation to expect incidents to be well-modeled by a Poisson process, which means the timing of one incident is independent of all others. If this is the case, the time between incidents should be exponentially distributed.\n", + "\n", + "\n", + "To see if this story is credible, we can plot the ECDF of the data with the CDF that we'd get from an exponential distribution with the sole parameter, the mean, given by the mean inter-incident time of the data.\n" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": {}, + "outputs": [], + "source": [ + "# Load nuclear power accidents data & create array of inter-incident times\n", + "df = pd.read_csv('../../data/nuclear_power_accidents.csv')\n", + "df.Date = pd.to_datetime(df.Date)\n", + "df = df[df.Date >= pd.to_datetime('1974-01-01')]\n", + "inter_times = np.diff(np.sort(df.Date)).astype(float) / 1e9 / 3600 / 24" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": {}, + "outputs": [], + "source": [ + "# Compute mean and sample from exponential\n", + "mean = np.mean(inter_times)\n", + "samples = np.random.exponential(mean, size=10**6)\n", + "\n", + "# Compute ECDFs for sample & model\n", + "x, y = ecdf(inter_times)\n", + "x_theor, y_theor = ecdf(samples)" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Plot sample & model ECDFs\n", + "plt.plot(x_theor, y_theor);\n", + "plt.plot(x, y, marker='.', linestyle='none');" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We see that the data is close to being Exponentially distributed, which means that we can model the nuclear incidents as a Poisson process." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Normal distribution" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The normal distribution, also known as the Gaussian or Bell Curve, appears everywhere. There are many reasons for this. One is the following:\n", + "\n", + "> When doing repeated measurements, we expect them to be normally distributed, owing to the many subprocesses that contribute to a measurement. This is because (a formulation of the Central Limit Theorem) **any quantity that emerges as the sum of a large number of subprocesses tends to be Normally distributed** provided none of the subprocesses is very broadly distributed.\n", + "\n", + "Now it's time to see if this holds for the measurements of the speed of light in the famous Michelson–Morley experiment:" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Below, I'll plot the histogram with a Gaussian curve fitted to it. Even if that looks good, though, that could be due to binning bias. SO then you'll plot the ECDF of the data and the CDF of the model!" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0, 0.5, 'PDF')" + ] + }, + "execution_count": 29, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAZMAAAEJCAYAAABR4cpEAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4xLjEsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy8QZhcZAAAgAElEQVR4nO3deXhU9d3//+fs2QmBTBLCvq8BJLIECKKWYCCCobQIBVta9MZbrX41d0VULtDeWH8oFhXXWjeoUMEEBANu7AHCvgUk7CQhO5Bt9vP7gzK3QcKSZHKSmffjurgu5pw5M69Ptvec7f3RKIqiIIQQQtSBVu0AQgghmj4pJkIIIepMiokQQog6k2IihBCizqSYCCGEqDMpJkIIIepMiokQQog606sdoCGVllbgctXutpoWLYIoLi6v50SNl6+NF2TMvkLGfOu0Wg3Nmwfe0nN9qpi4XEqti8nV7X2Jr40XZMy+QsZc/+QwlxBCiDqTYiKEEKLOpJgIIYSoMykmQggh6kyKiRBCiDqTYiKEEKLOPHpp8OrVq3nnnXdwOBw89NBDTJkypdr6rKwsZs+eTUVFBbGxscydOxe9Xk9ubi4pKSkUFxfToUMHFixYQGBgIDt37uTxxx8nMjISgJ49ezJ//nxPDkEIj7HZnRw/f4nzheWUlllxuhSC/Q2Yw/zp2jqUsBA/tSMKccs8Vkzy8/NZuHAhK1euxGg0MmnSJAYNGkTnzp3dz0lJSeHll1+mX79+PPfccyxfvpzJkyczd+5cJk+ezJgxY3j77bdZvHgxKSkpHDp0iOnTp/PII494KrYQHnci9xLfZp5j3/EibA4XAEaDFp1WS5XV4X5eh6gQRvRrRVzvSPQ6OYggGjePFZNt27YxePBgQkNDAUhISCA9PZ3HHnsMgJycHCwWC/369QMgOTmZRYsWMXHiRDIzM3n77bfdy3/3u9+RkpLCwYMHKSoq4uuvvyY6Opo5c+YQFRXlqSEIUa8KSiv54vts9mUX4W/SMzQmiv6dW9IuMpjgACMAdoeL3KIKjpwpYduhC3z8zVG+3naa34zsTGx3s8ojEKJmHismBQUFhIeHux+bzWYOHDhQ4/rw8HDy8/MpLS0lKCgIvV5fbTlAcHAw9913H6NGjeJf//oXTz31FF988cUtZ2rRIqhOYwoPD67T9k2Nr40XPDNmRVFI336Gf6w6hFYD0xJ7MGZoBwL8DNd9fquoZsT2acXUMb3Yc6yAT9dksTj1EHExUTw+sR9B/yk89UW+z77B02P2WDFxuVxoNBr3Y0VRqj2uaf21zwPcj+fNm+de9uCDD/Laa69RVlZGcPCtfZGKi8tr3VIgPDyYwsKyWm3bFPnaeMEzY7Y7nHz8zTEyDl+gV4cwpif2oHmwiYoyCxVllptu37ZFALN+1591O8/x1aaTHD/7I48nx9DaXLcPRlfJ99k31HbMWq3mlj+Ee+xAbGRkJIWFhe7HhYWFmM3mGtcXFRVhNpsJCwujrKwMp9NZbTuXy8U777zjXn6VTqfz1BCEqJMqq4PXvthHxuELjB/egad+05fmwabbfh2dVkvi4Hb8Zcod2B0uXlmyh+ycSx5ILETteayYxMXFkZGRQUlJCVVVVaxfv574+Hj3+ujoaEwmE7t37wYgLS2N+Ph4DAYDsbGxrF27FoDU1FTi4+PRarV8++23rFu3zr28b9++BAQEeGoIQtRaldXB68v3kZ1zmUfu78X9QzugvWaP+3Z1jm7Gc1MHEBRg4LUv9nHkdEk9pRWi7jSKonisleTq1at57733sNvt/PrXv2bGjBnMmDGDJ554gj59+nD06FGef/55ysvL6dWrF/Pnz8doNJKTk8Ozzz5LcXExUVFRvP766zRr1ozjx4/zwgsvUFZWRlhYGK+++uptnYCXw1y3ztfGC/U3ZqvNyYIv9nL6Qhn/Na4XA7rV74nzS+VWXlu2j4LSKlIm96dTq2a1fi35PvuGhjjM5dFi0thIMbl1vjZeqJ8xu1wKb391kH3ZRTw6vg8DuoXffKNauFRh438/20WV1cnsqQOICKvdHrp8n31Dkz5nIoQv+nLDCfYeL+LBe7p4rJAANAs08v9+c+Wy+teX76O8yu6x9xLiVkgxEaKebD2YR/rOs9xzR2vujW3j8feLCAvgzxNjKC2z8sHqI7h85yCDaISkmAhRD3KLKvhs/TG6tw1l0r2db75BPenUqhkP3tOFgyeLWZNxpsHeV4hrSTERoo5sdifvpB3CZNAxI6kXOm3D/lrd1T+awb0iSN18kqNnShv0vYW4SoqJEHW0/Mdscgor+NPYnrW6j6SuNBoNDyV0x9w8gH+syarW30uIhiLFRIg6yDpTyg97cvhVbBv6dGyhWg6TUcefxvSgpMzCsh+Oq5ZD+C4pJkLUktXm5ONvsjA39yd5REe149Apuhn3DWrHpv157M8uUjuO8DFSTISopRWbTlB40cIf7uuOydA42vqMG9aB6PBAPlt/DItNDneJhiPFRIhaOHOhjO93nWfkHdF0a9tc7ThuBr2WaQndKLlsZdXW02rHET5EiokQt8mlKHy+/hjBAQYmxKt/eOtaXVqHMiwmim8zz3G+sFztOMJHSDER4jZtO3iBE7mXmTiyc41zkqht4l2d8DPq+HzdMXyoY5JQkUfngBfC21Ra7Hy5IZtO0SEkxrXF6KfOPO0Om5XSS7Ya1wcHGJlwVyc+TT/G7mOFMkuj8DgpJkLchrXbz3K50s5Tv+mH0c+Pk3+doEqOjrNXADUXE4D4mFZ8v+s8X248Qb8uLWUeeeFR8tMlxC0quWzh213nGNwrgnaRjX/aV61Ww8SRnSkoreLHvTlqxxFeToqJELcobcspFEUheXjjO+lekz4dw+jZvjmrt56m0iKdhYXnSDER4hbkFFWw5WAed9/Rmpah/mrHuWUajYbfjOxMRZVdGkEKj5JiIsQtWLHhBH5GHWOGtFM7ym1rGxFMXO9Ivt11ntIyq9pxhJeSYiLETWSfv8S+7CISB7cjOMCodpxaGTesA4qisCbjtNpRhJeSYiLETaRtOUlIgIF7B3h+witPaRnqz7CYKDbtz6XkskXtOMILSTER4gaycy5x+HQpowe1w2RsHP23amvMkHYoCqzZLudORP2TYiLEDazaeoogfwMj+0erHaXOWjbzZ3hMFJtl70R4gBQTIWpwMvcyh06WMHpQ2ya/V3LVmCHtURT4Wq7sEvVMiokQNVi19RSBfnqv2Cu5qkUzP4b3bSV7J6LeSTER4jpOX7jMgRPFJAxsi7/Ju7oOJQ5qi6LA+sxzakcRXkSKiRDX8c32s/ibdNx9R2u1o9S7lqH+DOxpZuP+XMoqb9zfS4hbJcVEiGsUXKxi17EC7uofTYCfd+2VXHXfoHZYbU7Wbj2ldhThJaSYCHGN9TvPotVomvR9JTfTxhxETKcWrN5yEpvdqXYc4QW882OX8CnNmxnRG0318lpGfyNbDl7g7tg2dO3Ysl5e0xNcDhvh4XXrXPxgQndmLd7KvlOljBna4Za2udk8KsJ3STERTZ7eaKq3eUW+qYrBZu9H7LE3OfnXSzd87pU5RdSh1RvrPGZ/Bdrr7uPfqVvp+mMKOs3NZ2S8lXlUhG+Sw1xC/IdN0bHZ0p3ehnNE6m5cSLyBRgN3+x+i2BXMQbv3HtITDUOKiRD/sdPaiQrFj7v9DqsdpcH0MZynhbaMjZYeakcRTZwUEyEARYFNlu600RXRUV+gdpwGo9UoDPc7yklHBOccYWrHEU2YR4vJ6tWrSUxMZNSoUSxZsuQX67OyskhOTiYhIYHZs2fjcDgAyM3NZcqUKYwePZqZM2dSUVFRbbsLFy4wcOBAzp8/78n4woccc0SR7wplhN9RNBq10zSswcZsTNhl70TUiceKSX5+PgsXLmTp0qWkpqaybNkysrOzqz0nJSWFF198kXXr1qEoCsuXLwdg7ty5TJ48mfT0dHr37s3ixYvd27hcLmbPno3dLlOQivqzydKdIE0V/Y2n1Y7S4Py1dgaZstlja89ll5/acUQT5bFism3bNgYPHkxoaCgBAQEkJCSQnp7uXp+Tk4PFYqFfv34AJCcnk56ejt1uJzMzk4SEhGrLr/rwww+Ji4ujefPmnooufEyhM5gj9tYMNf2EXuNSO44qhvsdxYWWrZZuakcRTZTHLg0uKCggPDzc/dhsNnPgwIEa14eHh5Ofn09paSlBQUHo9fpqywEOHTrE9u3b+fDDD6972OxmWrQIqu1w/pOlbtf1NzW+Mt7Nlm5ocTHU7ye1o6jGrCujhyGHLdau/Mr/4A2Lqjf8XHjDGG6Xp8fssWLicrnQ/Ozgs6Io1R7XtP7a5wFoNBqqqqqYO3cuf//739Fqa7dDVVxcjst182vpryc8PJjCwrJabdsUNaXx1uWXxKLo2W7tTD/jGZppq+oxVdNzl18Wi8t+xR5bewaaTtb4vKbyc1GTpvSzXV9qO2atVnPLH8I9dpgrMjKSwsJC9+PCwkLMZnON64uKijCbzYSFhVFWVobT6ay23a5duyguLmbmzJmMGzeOgoICHn74YU6erPmHXoib2WnthBUjI/yy1I6iuq76PCJ1pWy09ECp3Wcu4cM8Vkzi4uLIyMigpKSEqqoq1q9fT3x8vHt9dHQ0JpOJ3bt3A5CWlkZ8fDwGg4HY2FjWrl0LQGpqKvHx8QwfPpwffviBtLQ00tLSMJvNvP/++3Ts2NFTQxBezqXAZkt32ukKaacvVjuO6jQaiDcd5byzBacdjbeVjGicPFZMIiIieOqpp5g2bRrjx49n7NixxMTEMGPGDA4ePAjAggULmD9/PqNHj6ayspJp06YBMGfOHJYvX05iYiK7du3iySef9FRM4cOO2VtR4GpGvN9RtaM0GgNMpzBhY6tVTsSL2+PR3lxJSUkkJSVVW/bBBx+4/9+9e3e+/PLLX2wXHR3NZ599dsPX/uGHH+onpPBZW61dCdJU0c8oU9he5adxEGs6xQ5rZx5w7SJQa1U7kmgi5A544ZMuugI4bG/NINMJn70cuCbDTMdwoGOHtZPaUUQTIsVE+KQMa2dcaIkz+e7lwDVppb9IB30BW61dqeXFj8IHSTERPsepaMiwdKG7IYeWunK14zRKw0zHKHKF8JMjSu0ooomQYiJ8zhF7ay4pgQyVvZIa9TOeIVBjYaulq9pRRBMhxUT4nK3WrjTTVNLLII1Ca6LXuBhsyuaQvQ0XXf5qxxFNgBQT4VOKnEEctbdiiOn4Lc0s6MviTD+hoCHD2kXtKKIJkGIifMqVP4wKQ/yOqx2l0WupK6e7IZcMSxecio/15Re3TYqJ8BkORct2a2d6G84Tqq1UO06TMNR0jEtKIIfsrdWOIho5KSbCZxywtaVc8ZcT77ehpyGHUG2FHOoSNyXFRPiMrdauhGnL6GbIVTtKk6HTKAwyZnPUHk2JM1DtOKIRk2IifEKhM5hsRyRDTMfRyuH/2zLIdGWG1B02uSNe1EyKifAJ262d0eBioOmE2lGanBa6Crrp89hh7YxTbokXNZBiIryeU9Gw09qJHoZcQn18AqzaGux3nFJXEPt/Krz5k4VPkmIivF6WvRWXlQAGm+Ry4NrqYzhHoMbC+h3SYVlcnxQT4fW2W7sQpKmit9zxXmt6jYs7TSfYcTiPyxU2teOIRkiKifBql11+HLa3ZqDppNzxXkdDTNk4nArbDl1QO4pohKSYCK+Wae2EC60c4qoHkbpL9GgfxuYDuSgySby4hhQT4bUU5cpVXB30BUToLqsdxyuMGtSWvOJKsnMuqR1FNDJSTITXOuUIp8DVjMH/uU9C1N3QvtH4GXVs2i83forqpJgIr7Xd2gUTdvobT6sdxWv4m/QM6hlB5tECKi0OteOIRkSKifBKFkXPXls7+ptOY9LIH736FN+3FTa7i51Z+WpHEY2IFBPhlfZa22PDwGCjnHivb+0jg2kdHiSHukQ1UkyEV9pu7UKE9iLt9UVqR/E6Go2G+L5RnL5Qxtn8MrXjiEZCionwOheczTjtDGewKRuNNHX0iMG9ItHrtLJ3ItykmAivk2HtjBYXd5pOqh3FawX5GxjQLZzth/Ox2Z1qxxGNgBQT4VUcipZMayd6G84RrLWoHcerDY+JotLqYI80fxRIMRFe5pC9NRWKn9xb0gC6t2tOy2Z+bD6Qp3YU0QhIMRFeZbu1M800FfSQ2RQ9TqvRMCwmiqwzpRRclNb+vk6KifAaF10BHLW3YpDpBFpp6tgghvWJQgNskb0TnyfFRHiNHdZOKGjd08wKzwsL8aN3xxZsPZiHS2Zh9GlSTIRXcCmww9qZLvo8WurK1Y7jU4bHRFFaZuXQqWK1owgVSTERXiHbEUmxK1hOvKugX5eWBAcY2LxfDnX5Mo8Wk9WrV5OYmMioUaNYsmTJL9ZnZWWRnJxMQkICs2fPxuG40kMpNzeXKVOmMHr0aGbOnElFRQUA2dnZTJo0ifvvv5+pU6eSk5PjyfiiCdlu7Yy/xkaM8azaUXyOXqdlSK9I9mUXySyMPsxjxSQ/P5+FCxeydOlSUlNTWbZsGdnZ1T81pqSk8OKLL7Ju3ToURWH58uUAzJ07l8mTJ5Oenk7v3r1ZvHixe/mjjz7KqlWrSExM5PXXX/dUfNGElFfa2G9rxwDjSYwauYFODcP7tsLpklkYfZnHism2bdsYPHgwoaGhBAQEkJCQQHp6unt9Tk4OFouFfv36AZCcnEx6ejp2u53MzEwSEhKqLQf45z//SXx8PC6Xi9zcXEJCQjwVXzQhG/ecx4GOIXKISzXRLQPp1CpEZmH0YXpPvXBBQQHh4eHux2azmQMHDtS4Pjw8nPz8fEpLSwkKCkKv11dbDqDX67l8+TKJiYlYLBY+++yz28rUokVQXYZEeHhwnbZvaprKeNd/tpvWumJa60vUjuITavq5SBzWkTeX76O4wkGPDmENnOr2NJWf7frk6TF7rJi4XC40P+uypyhKtcc1rb/2eUC1xyEhIWzZsoVNmzYxc+ZMvv/+e3Q63S1lKi4ur/Xli+HhwRQW+k6H1KYy3jMXyjiZc4lfB8heSUOp6eeie3QIJoOOVZuyaRnUo4FT3bqm8rNdn2o7Zq1Wc8sfwj12mCsyMpLCwv/r2VNYWIjZbK5xfVFREWazmbCwMMrKynA6nb/Ybu3ate5d6Pj4eCwWC5cuyVzUvmzzgVwMei0DjKfUjuLz/E167uxhJjOrgCqrTEjmazxWTOLi4sjIyKCkpISqqirWr19PfHy8e310dDQmk4ndu3cDkJaWRnx8PAaDgdjYWNauXQtAamqqe7uPPvqIb7/9FoDt27fTvHlzwsIa9+608Byb3cn2w/nE9WlFgFauImoM4mNaYbU7yTxaoHYU0cA8VkwiIiJ46qmnmDZtGuPHj2fs2LHExMQwY8YMDh48CMCCBQuYP38+o0ePprKykmnTpgEwZ84cli9fTmJiIrt27eLJJ58E4JVXXuGf//wn48aN46233mLRokWeii+agN0/FVJpdfCrQW3VjiL+o1N0CFEtAth8QHqj+ZobnjM5fPgwvXr1qvWLJyUlkZSUVG3ZBx984P5/9+7d+fLLL3+xXXR09HVPrnfu3Jl//etftc4jvMvm/bmEh/rRp1NLTqsdRgBXzm8Oj2nF8h+zySmqILploNqRRAO54Z7J888/7/7/1Xs9hGgMCkorOXr2IsNiWqHVynSKjUlc70h0Wg2bZRZGn3LDYvLz68WvnqsQojHYfCAPjeZK11rRuIQEGunXuSXbDl3A4XSpHUc0kBsWk2sv3RWiMXC6XGw9mEefji1oHmxSO464juF9oyivsrPveJHaUUQDueUT8Nfe+yGEWg6dLOFiuY3hMa3UjiJq0LvDlUIvszD6jhuegL9w4QIvv/zyL/5/1c/PqQjRUDYfyCMkwEDfzi3UjiJqoNVqGNonkjUZZyi5bCEsxE/tSMLDbrhnMmXKFEJDQwkNDa32/6v/hGholyps7M8uIq53FHqdzKDQmA2LaYWiwNaDsnfiC264Z/LYY481VA4hbsm2Q3k4XQrD+8qJ98bOHOpPj3bN2XwgjzFx7dHKoXKvdtPeXAcOHOCTTz7hp59+ws/Pj65du/LQQw/RtWvXhsgnhJuiKGzen0fn1s2IaiH3LzQFw2OieH/1EY6eKaVne+lW4c1ueJwgIyODRx99lK5du/LMM8/w2GOPERUVxfTp09m5c2dDZRQCgOPnL3GhpJLhMbJX0lTc0TWcAJNeTsT7gBvumbz33nt8+OGHdO/e3b1sxIgRxMfH89prrzFw4ECPBxTiqs0HcvEz6rizu/nmTxaNgtGgY3CvCDbtz6PCYifQz6B2JOEhN9wzKS4urlZIroqJiaGszLdaOAt1VVkdZB4tYGCPCPyMHps5QXjA8JhWOJwuth/OVzuK8KAb/lbeaJ4QuYlRNKQdWfnY7C458a4yl8N225MshYcH0zG6GRmH85k0uvbznDhsVkovSXfoxuqGxURuVBSNxeb9eUSHB9IxSqZqVpNWb+TkXyfc9nZ3WLrxZeUgNs6dQZtazojZcfYKQIpJY3XDYnLy5MlfdP296ty5cx4JJMS1zheWcyrvMpPu6SIfcJqoAcZTpFUOIMPahTb6HWrHER5ww2LywQcf8NNPPxEeHo7VaiUyMrKhcgnhtnFvLnqdhiG9ItSOImopQGsjxniWPbYOjA/YhVHjVDuSqGc3LCbnzp1j0aJFtGvXjrNnz/Laa68xbNiwhsomBFa7k22HLxDbzUxwgFHtOKIOhpiOs9vWkf22ttxpkmmWvc0Ni8lnn33G6tWriYiIYO/evSxcuFCKiWhQO7PyqbI6uKt/tNpRRB110ufTQlvGdmsXKSZe6KbNjSIirhxa6N+/P6WlpR4PJMTPbdibS1SLALq0bqZ2FFFHWg0MNmWT7Yik0Hl7V4SJxu+W5zOBG18qLER9O5tfxqm8y9zVL1pOvHuJgaZstLjIsHZRO4qoZ7d195f8Qosbad7MiN5Yf5NV/XvjSYx6Lfff1ZkgOV/iFUK1VfQynGe7tTOJ/vvQa2QmRm9xw2Jy7Ngx7rjjDvdji8XCHXfcgaIoaDQa9uzZ4/GAounQG021ugfheiyKnh9KJ9LPeIaChR9TcIPnXrn/QDQVw/yOcbCsLfts7YiVcyde44bFROZ9F2rZY+2AFQNxpp/UjiLqWVd9Hi21l9lq7SrFxIvcsJhER8sVNKLhKQpstXYlSldKe73MIe5ttBoYavqJtKpYch2htNJfVDuSqAcyVZ1odM46W3De2YKhpp+Q03TeaZDpBHqcbLXKvEjeQoqJaHS2WbtixE6s8aTaUYSHBGqt9DeeJtPaEasiXaC9gRQT0ahUuQzssbbnDtNp/LV2teMIDxpqOoYVI7usHdSOIuqBFBPRqOyydcSGgaFy4t3rtdcXEa0rYau1GzKjRdMnxUQ0GooCW6xdaa0rpq2+WO04wsM0mit7JznOME47WqodR9SRFBPRaBx3RHLB2ZzhfkfVjiIaSKzpFCZsbLV2UzuKqCMpJqLR2GzpRqDGwh3G02pHEQ3EpHFwp+kke23tqXDVX/cE0fCkmIhGocQZyEF7G4aYjstcFz5mqOknHOjYYe2kdhRRB1JMRKOw5T+HOeTEu+9ppb9IR30+W6zdcClyY1FT5dFisnr1ahITExk1ahRLliz5xfqsrCySk5NJSEhg9uzZOBwOAHJzc5kyZQqjR49m5syZVFRUAHDixAmmTJnCuHHj+O1vf0tWVpYn44sGYlN0ZFi70MdwjjBdhdpxhAri/Y5S7ArmsL212lFELXmsmOTn57Nw4UKWLl1Kamoqy5YtIzs7u9pzUlJSePHFF1m3bh2KorB8+XIA5s6dy+TJk0lPT6d3794sXrwYgOeff54ZM2aQlpbGk08+yV/+8hdPxRcNaI+tA5WKiXg58e6zYgxnCdVWsNHSXe0oopY8Vky2bdvG4MGDCQ0NJSAggISEBNLT093rc3JysFgs9OvXD4Dk5GTS09Ox2+1kZmaSkJBQbTnAxIkTGT58OADdunUjLy/PU/FFA1EU2GTpTpSulM76fLXjCJXoNArxpqMcd0SR4whVO46oBY/1MSgoKCA8PNz92Gw2c+DAgRrXh4eHk5+fT2lpKUFBQej1+mrL4UphuWrRokXce++9t5WpRYugWo3l/zL61uxwDTHeU45wcpxh/CYgQ/pw+bjBpuN8U9WXTdYePKjPuO5z6utn0td+l8HzY/ZYMXG5XNUm07o6B8rN1l/7POAXz3v11VfZv38/n3766W1lKi4ux+Wq3a224eHBFBaW1Wrbpqg2463ND+sma3f8NVZpRS4I1Nq403SCndbOJPnvIUhr/cVz6uN30Nd+l6H2Y9ZqNbf8Idxjh7kiIyMpLCx0Py4sLMRsNte4vqioCLPZTFhYGGVlZTidzl9s53A4eOaZZzh48CCffvopwcG+9+nCm1xy+bPf1o5BpmxMGofacUQjMMLvKA50bJNuwk2Ox4pJXFwcGRkZlJSUUFVVxfr164mPj3evj46OxmQysXv3bgDS0tKIj4/HYDAQGxvL2rVrAUhNTXVv97e//Y3y8nI++ugjKSReYJOlOwow3HRM7SiikYjUXaK7Ppctlm445TLhJsVjxSQiIoKnnnqKadOmMX78eMaOHUtMTAwzZszg4MGDACxYsID58+czevRoKisrmTZtGgBz5sxh+fLlJCYmsmvXLp588klKSkpYsmQJp06dYuLEiYwbN45x48Z5Kr7wMKuiZ6u1KzGGc7TUlasdRzQi8X5ZXFIC2Gdrp3YUcRs8OpFAUlISSUlJ1ZZ98MEH7v93796dL7/88hfbRUdH89lnn/1i+ZEjR+o/pFDFDmtnqhQTI/0Oqx1FNDI9DDmYtZfYaOnBANNpteOIWyR3wIsG51I0bLD0oIO+gA4GmZZXVKfVXLmJ8YwznFN26SbcVEgxEQ3ugL0Nxa5gRvrJnqa4voGmEwRorPxg6aV2FHGLpJiIBvdjVS9aai/Tx3BO7SiikTJpHAwzHeOgvS35zhC144hbIMVENKhT9nBOO8MZ4ZeFViPT64maxfsdRY+THy091Y4iboEUE9GgfrD0JEBjZZu3cNEAACAASURBVJDphNpRRCMXrLUw0HSCndZOXHL5qx1H3IQUE9FgCpzBHLS3ZajpmNykKG7JSL8juNCwSRpANnpSTESD+a6qN3qc0h1Y3LJwXRl9jWfZau1GpcWudhxxA1JMRIMocQaSaevEENNxQrQWteOIJuQev8NUKUbWbT+jdhRxA1JMRIO4eonn3XKTorhNbfXFdNHnkbbpBHaHS+04ogZSTITHXXb5sd3amTuNJ2iuq1Q7jmiC7vU/RPElC1sPyRxGjZUUE+FxGyw9caDlXv9DakcRTVQ3fR7d2jZnzbYzOJyyd9IYSTERHlXpMrLF0pX+xjOYdb41h4SoPxoNTBrVjeLLFrYduqB2HHEdUkyER22ydseKkXv9DqodRTRxA7qbaR8ZzNfbTsveSSMkxUR4TJXLwEZLD3obzhGtv6h2HNHEaTQa7h/WgaJLFrYfzlc7jriGFBPhMRusPahUTIz23692FOEl+nZqQduIIL7OOI3TJXsnjYkUE+ERFS4TGyw9iTGcoY2+RO04wktoNBruH9qBgtIqdhyRvZPGRIqJ8IgfLD2xKgbuk70SUc/6d2lJG3MQq7fK3kljIsVE1LvLLj82Wbpzh/EUreRciahnGo2G8cM6kF9axdaDcmVXYyHFRNS776t6Y0cn50qEx/Tr0pJO0SGkbTmFze5UO47Aw3PAC99z0eXPFms3BhpPyn0lol65HDbCw4Pdj/80rg+zFm9lx7FCkkd2ua3X+vnr3IzDZqX0ku22Xt8XSTER9Wp9VQwKkCB7JaKeafVGTv51gvtxANDDcDfL1ljpuuUFArSe6SrccfYKQIrJzchhLlFvzuWXkWHtQpzpOC10FWrHET5grP9eKhWTzBXfCEgxEfXmkzVHMOCQcyWiwbTWl3KH8RQbLT1kNkaVSTER9eLY2VJ2HL7Ar/wPEaS1qh1H+JBE/3040LGuKkbtKD5NiomoM5eisPzHbFo282OEX5bacYSPCdeVMdT0E9usXch1hKodx2dJMRF1tjMrn1N5Zfzuvh4YNXKZpmh49/nvx19j56vKWBRF7TS+SYqJqBOr3cmKDSdoaw7irgFt1I4jfFSg1spo//385GjFYXtrteP4JCkmok7WZpyh+LKVyb/qik6rUTuO8GHDTMeI0F4ktTIWhyJ/2hqafMVFrRWUVvLNjrMM7hlB1zZyrFqoS6dRGB+wi0JXCJss3dWO43OkmIha++L7bHQ6DRNHdlY7ihAA9DTm0tNwnvSqGC7KpcINSoqJqJUDJ4rYl13E/XHtaR5sUjuOEG4TAnbiQstXlXeqHcWnSDERt81md7L02+NEhAXwqzvlpLtoXFrqyhnlf5B9tvYcsbVSO47P8GgxWb16NYmJiYwaNYolS5b8Yn1WVhbJyckkJCQwe/ZsHA4HALm5uUyZMoXRo0czc+ZMKiqqt+b497//zbPPPuvJ6OIG0raeouBiFdMSuqHXyecR0fjc7XeYCO1FvqwchE3RqR3HJ3jsL0F+fj4LFy5k6dKlpKamsmzZMrKzs6s9JyUlhRdffJF169ahKArLly8HYO7cuUyePJn09HR69+7N4sWLAbBarSxYsID//d//9VRscRNnLpSxbsc5hsdE0aNdc7XjCHFdeo2LiYE7KHYFs76qj9pxfILHism2bdsYPHgwoaGhBAQEkJCQQHp6unt9Tk4OFouFfv36AZCcnEx6ejp2u53MzEwSEhKqLQfIzMzE5XKRkpLiqdjiBpwuFx+nHyUowMBv7paT7qJx62LIZ6Axm+8tvTnvkA8+nuaxFvQFBQWEh4e7H5vNZg4cOFDj+vDwcPLz8yktLSUoKAi9Xl9tOcCwYcMYNmwYK1eurFWmFi2CarXd/2W89TkQvMG1403dmM2ZC2X8ZVos7duEqZRKiFs3PmAXR+2tWFoxlP8Xsha9pnbT/HrD776nx+CxYuJyudBo/u8mNkVRqj2uaf21zwN+8bi2iovLcblq12shPDyYwkLfmezp2vHmFVfw6dos+nVuSdeo638tvOEXTniXQK2N3wRu58Pyu/m2qg/3BdSuo3VT/92v7d8vrVZzyx/CPXaYKzIyksLCQvfjwsJCzGZzjeuLioowm82EhYVRVlaG0+m87nai4TmcLj5YfQSTQce00d3qrbgL0RD6GM8TazzBeksfOdzlQR4rJnFxcWRkZFBSUkJVVRXr168nPj7evT46OhqTycTu3bsBSEtLIz4+HoPBQGxsLGvXrgUgNTW12nai4X297TSnL5QxLaEboUFyT4loepIDMgnSWPi8Yhh2abXiER77qkZERPDUU08xbdo0xo8fz9ixY4mJiWHGjBkcPHgQgAULFjB//nxGjx5NZWUl06ZNA2DOnDksX76cxMREdu3axZNPPumpmOImTuZe5uttZxjSK5LY7rKHKJqmQK2NSYEZ5Dmbs6pygNpxvJJH54BPSkoiKSmp2rIPPvjA/f/u3bvz5Zdf/mK76OhoPvvssxpfNzk5meTk5PoLKq6ryurgg6+PEBpsZMqvuqodR4g66WXMId6UxSZrD7obcullzFE7kleR/T1xXYqi8Om6YxSUVjJjbE8C/Dz6uUOIBnF/wG6idSUsqRgq0/zWMykm4rrSt59hx5F8xg/vSLe2ctJSeAeDxsW0oM3YFD2flw/DpcjFJPVFion4hTMXyvgg9SC9O4QxZkg7teMIUa8idZeYELiTnxxRrKnqp3YcryHFRFRTXmXnndRDhAQa+VNST7RyGbDwQkNM2Qwx/cR3lj7ss7VVO45XkGIi3JwuF++mHaL4soW/TL2TkACj2pGE8JhfB+ykna6QpeVDueBspnacJk+KiXBb9n02R06XMm10N3p0kHYpwrvpNS6mB2/EoHHwj7K7qHDJh6e6kGIiANi0P5fvdp9n1J1tGB4jc0AI3xCqrWR60EaKXUF8VH6XzB1fB/KVExw6Wcxn647Ru0MYE0d2UjuOEA2qk6GAyYHbyHZEsrQiDqV27ft8ntw84ONO5l7m7a8OEd0ykJnje6PTyucL4XtiTacocQWypuoOWmjLGROwT+1ITY4UEx+WV1zBG//eT0iggad+0xd/k/w4CN/1K79DlLiCWW+JIVBr5S6/LLUjNSny18NHFV2s4vVl+9Bq4P/9th/NpIGj8HEaDUwM2E6ly8hXlXdixEGc33G1YzUZUkx8UNHFKv62dC9VVicpD/YnonmA2pGEaBR0GoVpQZv5R7mO5ZWDMWgcdFQ7VBMhB8h9zNVCYrE5eObBfrSLlAmthPg5vcbFH4I20ll/gSUVQ/lu51m1IzUJUkx8yIWSSv62dM+VQjKpP+0jQ9SOJESjZNQ4mRH8I131F/j7sr18t+uc2pEaPSkmPuJE7iX+97Pd2BwunpnUX/ZIhLgJk8bBw8E/MLh3JEu/O87qradQ5LrhGkkx8QH7s4v4/5buxd+k47mpA6SQCHGL9BoXz067kyG9Ivlq8yk+ST+Gw+lSO1ajJCfgvZiiKHy76zzLf8imjTmIJ3/Tl2aB0jJCiNuh02n549gehIWYWJNxhsKLVTz6QG8C/QxqR2tUZM/ES9nsTv6xJosvvj9O384t+J/J/aWQCFFLWo2GCSM68ccxPfjp3EX++ulucooq1I7VqEgx8UIFF6t4Zcketh26wPhhHfjv5D5yQ6IQ9WBonyhSHuxPpcXOS59ksu1QntqRGg35C+MhzZsZ0Rsb/kbA73ac4r3Uw2g0Gh6f0If+XcIbPIMQ3qxrm1Dm/GEg7686zIdfZ3H07EUm39sFP6Nv/zn17dF7kN5o4uRfJzTY+1W4jKyoHMhuW0e6tG7GjKSetGwmc1wL4QnNg00882A/0racYs22Mxw7W8ofx/Ska5tQtaOpRopJE6cosNfWnhWVd1KpmJgyujsjY6LQamWGRCE8SafVkhzfiV7tw/hobRZ/W7KHe2Jbkxzf0Sf3UnxvxF6kyBnEisqBHLG3po2uiJmB3xP/qwcoLCxTO5oQPqNb2+bMmz6ILzec4Ltd59l9rJDf3t2ZO7ub0fjQtNdSTJqgSpeRdZY+bLZ0R4eL8QGZxJuOotPIDVVCqMFk1DFlVFcG9Yzg82+P8W7aYTbszeE3d3f2mU4TUkyaEItiYLOlGz9YelGlGBlozGZMwD6aaavUjiaEADq3bsaLD93Jxv25rNx4gnkf7yK2Wzjjh3ekVctAteN5lBSTJqDCZWSjpQebrN2pUkz0MJwnyX8v0fpStaMJIa6h1WoY2T+aQT0iWJ95lnWZ59j9UyGx3cwkDGxLx1beuacixaQRy3GEstXajUxrR2wYiDGcYZT/QdroS9SOJoS4iQA/PeOHd+TuAa1Zt/MsG/bmknm0gC6tm5EwsC19O7fwqplNpZg0MhbFwAFbG7Zau3LaYcaAg/7G04z0O0Ir/UW14wnhc1wOG+Hhte9nFw482q4Fv0/qzbc7z7Jq0wneWnmQsBATIwe04Z4729Im4vqv77BZKb1kq/V7NyQpJo2ATdFx2N6aPdb2HLG3xoEOs/YS4wMyGWg8QaC2afwwCeGNtHpjvd0z1gfoiYZDQa3ZWdWZr36sYsWP2bTTFdLXeJYY41nCdf93NWbH2SuApvH7L8VEBYoCha5gjtijybJHk22PxIGOEE0lcaafuMN4ivb6InzoqkIhfIZOo9DXeI6+xnNcdvmxy9qR3bYOrKoawKqqAUTpSullOE9XQx7RdqfacW+ZFJMG4FI05Dqbc9IRzimHmZMOMxddV67sMGsvMdR0jN7G83TW56OVy3uF8BkhWgt3+x/hbv8jFDsDOWhvywFbG36w9OI7Sx8+eH4tnVqF0KNdczpFN6N9ZDABjbRbsRSTelZpcZBbXMGu40XsrxhErrM5uY7mWLnyA9BMU0FHQwGd9AX0MOTQUleucmIhRGPQQlfBXbos7vLLwqIYOGE3UzDgYfZk5fPV5lPu55mb+9MhKoS2EUFEtQikVYsAWjbzV73rhUeLyerVq3nnnXdwOBw89NBDTJkypdr6rKwsZs+eTUVFBbGxscydOxe9Xk9ubi4pKSkUFxfToUMHFixYQGBgIJcvX+aZZ57h3LlzhIWF8cYbbxAe3nCNDBVFocrqoLTcxqVyK6VlVgovVlFwsYqC0iv/yqvs7uf7azrQSlfCQNMJ2usL6agvoLm2Qg5fCSFuyE9jp5cxh6T7e3P/kHaUV9k5c6GM0xcuczqvjOPnL7LjSL77+Xqdlogwf6LCrhSWsBATYSF+tAjxIyzERMsGmCHSY8UkPz+fhQsXsnLlSoxGI5MmTWLQoEF07tzZ/ZyUlBRefvll+vXrx3PPPcfy5cuZPHkyc+fOZfLkyYwZM4a3336bxYsXk5KSwhtvvEFsbCzvv/8+qamp/PWvf+WNN97w1BAAqLI6+GD1EfJLqyi+VIXNUX2WNQ0QFuKHubk/A7qFY27uT2RYAP26R1K2eKoUDiFEnQX5G+jVIYxeHcLcy8qr7FwoqSSvuIK84kouFFdyrrCC/SeKsV/zd+oPY3sxvHeERzN6rJhs27aNwYMHExp6pYtmQkIC6enpPPbYYwDk5ORgsVjo168fAMnJySxatIiJEyeSmZnJ22+/7V7+u9/9jpSUFDZs2MCSJUsAGDt2LPPmzcNut2Mw3NoxxNrsBhr0OsxhAbSODMZPryU4wEhIoIFmgUaCA4w0Dzah1/3yWvEWYQFYQtVp/15fu7u1eR19M3XG7Gvvq+Z7y5gbVk2/hyGBRkICjb/oVKwoChUWBxfLrVwss3GpwsrAPlFouf29k9v5G+CxYlJQUFDtEJTZbObAgQM1rg8PDyc/P5/S0lKCgoLQ6/XVll+7jV6vJygoiJKSEiIibq3iNm9eu3YGj/+2f622a/vYu7Xarq5atAhS7XXUGrOvva+a7y1jbli1+T1sCbSr/yg35LHbL10uV7WOmYqiVHtc0/prnwfU2HlTURS0XnQHqRBCNFUe+0scGRlJYWGh+3FhYSFms7nG9UVFRZjNZsLCwigrK8PpdP5iO7PZTFFREQAOh4OKigr3YTQhhBDq8VgxiYuLIyMjg5KSEqqqqli/fj3x8fHu9dHR0ZhMJnbv3g1AWloa8fHxGAwGYmNjWbt2LQCpqanu7UaMGEFqaioAa9euJTY29pbPlwghhPAcjaJ47pqx1atX895772G32/n1r3/NjBkzmDFjBk888QR9+vTh6NGjPP/885SXl9OrVy/mz5+P0WgkJyeHZ599luLiYqKionj99ddp1qwZFy9e5Nlnn+XcuXMEBwezYMECWrdu7an4QgghbpFHi4kQQgjfIGevhRBC1JkUEyGEEHUmxUQIIUSdSTERQghRZ15fTN566y3GjBnDmDFjePXVVwFYuXIliYmJJCUl8fLLL+NwOADYuHEjSUlJJCUl8fTTT1NRUQFcufP+4YcfZvz48UyaNInz588DcPnyZR5++GHuu+8+pkyZ4r5vxmazkZKSwn333ccDDzzAiRMnmtSYi4uLGTdunPvf3XffTf/+/b16zADnz59nypQpjBs3jqlTp5KTk+P1Yz5w4AATJkwgKSmJRx55xD22xjrmv//97yQmJjJmzBj++c9/AldaNyUlJTFq1CgWLlzofm5WVhbJyckkJCQwe/Zs99ciNzeXKVOmMHr0aGbOnOn+WnjzmK964403ePPNN92P63XMihfbunWr8tvf/laxWq2KzWZTpk2bprz33nvK8OHDlfz8fEVRFGXOnDnKRx99pFy6dEkZPHiwcvz4cUVRFOX9999XXnrpJUVRFOWhhx5Sli5dqiiKoixdulT585//rCiKosydO1d57733FEVRlK+++sq9/MMPP1ReeOEFRVEUZefOncrEiROb3Jivcjqdyu9+9ztl1apViqJ495ifeeYZZcmSJYqiKMqnn36qPP300149ZpfLpYwYMULJyMhQFEVR1qxZozzyyCONdsw7duxQJk2apNjtdqWqqkoZOXKkkpWVpYwYMUI5e/asYrfblenTpysbNmxQFEVRxowZo+zdu1dRFEWZNWuW+3v78MMPK19//bWiKIry1ltvKa+++qrXj/ny5cvKrFmzlJiYGGXRokXu16/PMXv1nkl4eDjPPvssRqMRg8FAp06dsNls9OvXz31X/ciRI/nuu+84ffo0rVq1cnc1vrq8pKSEo0ePMmnSJAAmTJjAk08+CcCGDRtISkoCrjSe3LRpE3a7nQ0bNnD//fcDcOedd1JSUkJubm6TGfPPrVixAn9/f/c4vXnMLpeL8vIr88tUVVXh5+fn1WMuLS3FYrEwePBg9/ItW7Zgs9ka5ZgHDhzIp59+il6vp7i4GKfTyeXLl2nXrh1t2rRBr9eTlJREenr6dRvJpqenY7fbyczMJCEhodpyaJzf5/oYM8D3339P+/bt+cMf/lDt9etzzF5dTLp06eL+wp4+fZpvvvmGxMRE9u/fT15eHk6nk/T0dIqKimjfvj0XLlzg6NGjAHzzzTcUFRVx7tw5WrVqxSuvvMKECRN44okn3Hfd19R48npNLC9cuNBkxnyV0+nk3Xff5emnn3Yv8+Yx//nPf+bjjz9m+PDhfPTRR8yYMcOrx9y8eXMCAgLYsmULAGvWrMFut1NaWtooxwxgMBhYtGgRY8aMYciQIddtKJufn1+vjWSb+pgBxo8fz8MPP4xOp6v22vU5Zq8uJlcdP36c6dOn8z//8z907NiRp59+mpkzZzJlyhS6deuGwWAgJCSEv/3tb7zwwgtMmDABs9mMwWDA4XBw5MgRBg8ezIoVK7jnnnt49tlnr/s+yn8aTyrXNKtUVGhIWZcxX7V582bat29Pt27danwfbxrzX/7yF+bNm8fmzZuZO3cujz32GMp17un1ljFrNBoWLVrEe++9x/jx4ykrKyM0NPS6LYoa05ifeOIJMjIyyMvL4/Tp09dtGFufjWSb+phvR13G7PXFZPfu3fz+97/n6aef5oEHHsBqtRITE0NqaipffPEFERERtGnTBqfTSWRkJP/+979ZsWIFPXr0oE2bNoSHhxMYGMjIkSOBK7uCV1vp19R4MiIigoKCAneGq00sm8qYr/ruu+9ITEys9treOuaSkhJOnjzJvffeC1yZf6ewsJDS0lKvHTNc+TT62WefkZqayv3334/L5SI0NLRRjvnEiRNkZWUB4O/vz6hRo9ixY8d1G8rWZyPZpj7mG6nPMXt1McnLy+O///u/WbBgAWPGjAGgsrKS3//+95SXl2Oz2fj8889JTExEo9Ewffp08vPzURSFjz/+mMTERNq2bUtkZCQbN24E4Mcff6RXr15AzY0nR4wYQVpaGgC7du3CZDLRqlWrJjPmq/bt20dsbGy11/fWMTdv3hyTycSuXbuAK3+oAwMDCQsL89oxAzz33HPuD0f//Oc/GT16NFqttlGO+fz58zz//PPYbDZsNhvff/89kyZN4tSpU5w5cwan08nXX39NfHx8vTaSbepjvpH6HLNX9+Z6+eWXWbFiBW3btnUvmzRpEnq9no8//hiHw8HYsWN5/PHHgSsno1577TVsNhtDhgxh9uzZGAwGTp48yZw5c9zHW1955RXat29fY+NJq9XKiy++yKFDhzAajbz88svuAtRUxgzQt29fdu7ciclkcr+WN4/5wIEDvPTSS1gsFgIDA3nxxRfp2bOn1495zpw5VFVV0a1bN/76178SFBTUKMcM8Oabb/LNN9+g0+kYNWoUjz/+OBkZGcyfPx+r1cqIESOYNWsWGo2m3hrJesOYf/5agPvnoj7H7NXFRAghRMPw6sNcQgghGoYUEyGEEHUmxUQIIUSdSTERQghRZ1JMhBBC1JkUEyFuwcGDB7n77rtva5vy8nImTZrEmDFjWL9+fbV1U6dOJT09nfz8fHfftxu5++67OXjw4HXXTZ8+nZKSkuuuczqdPPLIIxQVFfHmm28yb9682xrDtVwuF0lJSbhcrhu+X3FxcZ3eRzQ9UkyE8JCsrCyKi4tZs2YNo0aNuu5zIiIi+OKLL+r0Plu3bq1x3UcffcTAgQNp2bJlnd7jqj179hATE1Njaw2dTsef/vQn5s6dWy/vJ5oOvdoBhLgdFRUVzJo1izNnzqDVaunVqxfz5s0jMzOTBQsW0KpVK06ePImfnx+vvPKKu5vuggULyMzMxOl00rNnT55//nmCgoLIz89n3rx55OXlYbfbGTNmDP/1X/8FwNKlS/nkk08ICgqia9euNWb67rvveOutt3C5XAQGBjJr1iyCgoJ47rnnyM/PZ9y4cSxbtszdhfjnzp8/T1JSEnv37qWqqoo5c+awf/9+goOD3V1+X3nlFQCWLVvGnDlzKCkpYdy4cTz11FPMmjULgIceeoj333+fqKgo92tXVVXxySefsHr16l+878cff8zKlSv5xz/+wRdffMHZs2fJz8+nsLCQXr16MWjQIFJTUzl//jwpKSmMHTsWuNJ99t5778XhcPDSSy+xZ88eDAYDrVu3Zv78+QQGBnLnnXcyZ84csrKy6NGjRy2/06KpkT0T0aR8++23VFRUkJaWxpdffgnAuXPnADh06BBTp05l9erVJCcnk5KSAsD777+PTqdj5cqVrFq1CrPZzIIFCwBISUlhwoQJrFy5ki+//JJt27axdu1asrKyeOutt/j8889ZsWLFdZsfwpXeSXPmzOHNN99k1apVPPHEEzz66KOYzWZefvll2rZtS1pa2nULybUWL16M0+nkm2++4eOPP+bIkSPV1ptMJlauXMm///1vPvroI/Ly8pg/fz4An3zySbVCArB9+3Y6dOhA8+bNqy3/4IMPSE9P5/PPP3d3ht29ezdvv/02X331FZs2beLEiRMsWbKEF154odpkShkZGcTFxbFv3z527tzJqlWrWLlyJW3atOHYsWPu58XFxfHtt9/edMzCe8ieiWhSBgwYwMKFC5k6dSpxcXE89NBDtGvXjgsXLtC9e3d3L7EJEyYwb948SktL2bBhA2VlZWzbtg0Au91OixYtqKysJDMzk0uXLvH3v/8duNLf6ujRo1y4cIGhQ4e6/9j+9re/dbdq/7nt27czePBgd+PEIUOGEBYWxqFDh267Y+vGjRuZNWsWWq2WoKAgHnjggWp/oK/uHYSHh9OyZUt3O5CanDx5slq7FYD169dTWFjIu+++S0hIiHt5XFwcwcHBwJXmf8OHDwegbdu2XLx4EYDs7GzatGmDyWSia9eu6HQ6Jk6cyLBhw0hISCAmJsb9eq1bt2b//v23NX7RtEkxEU1KmzZt+Pbbb9mxYwfbt2/nD3/4A/PmzSMwMPAXczXAlWP4LpeL5557jhEjRgBXDpVZrVZcLheKovDFF1/g7+8PQElJCSaTiWXLllVrP3+91wZ+0fYbrrTrdjgcNe7N1ESv11d7z2vPS1ydgwNwt1O/kattyX+uXbt2vPDCC8ydO5cBAwa4C8rP+zdd+15Xfffdd9xzzz0AhISEkJaWxp49e9i+fTtPPvkkf/zjH5kyZYp7+4Zu0y7UJd9t0aQsXbqUWbNmMWzYMFJSUhg2bJj7cNDRo0fdE0AtW7aM/v37ExISwrBhw1iyZAk2mw2Xy8ULL7zA66+/TlBQEP369XPPq3358mUefPBBvv/+e4YOHcrWrVvdEwJ99dVX180zZMgQtmzZ4j7UdnXOib59+9722EaMGMGKFStwuVxUVVXx9ddf39LejU6n+8Vc3wAdOnRw57qqW7duJCQkMGTIkNs+Sb5hwwbuuusu4Er37N///vf079+fxx9/nPHjx3Po0CH3c8+fP0/Hjh1v6/VF0yZ7JqJJGT9+PDt37iQxMRF/f3+ioqKYOnUqR48epWXLlrzxxhvk5OQQFhbGq6++CsCjjz7K3/72Nx544AGcTic9evRwT3C2YMECXnrpJZKSkrDZbIwdO9Y9XWlKSgoPPfQQgYGB1Q7h/Fznzp2ZM2cOjz32GE6nEz8/P9599133ht1YIgAAASlJREFUIaPb8cgjjzBv3jySkpIIDg6mRYsWt3SuZfTo0UydOpU333yz2oUCcXFxzJ49m8uXL1c7pAVXWs+PHTvW3Yr9ZgoKCjAajYSGhgIQHx/Ppk2bGDt2LAEBATRr1oyXXnrJ/fytW7fyxhtv3NJrC+8gXYOFV9ixYwcvvfQSX3/9tdpRam3NmjUEBQUxYsQIXC4Xjz/+OEOHDmXy5Mm1fs13330XnU7nnoK4IezYsYMlS5awaNGiBntPoT45zCVEI9GlSxfeeecdxo0bx9ixYzGbzUycOLFOrzl9+nS2b99ebQY+T3I6nXz44Yc8//zzDfJ+ovGQPRMhhBB1JnsmQggh6kyKiRBCiDqTYiKEEKLOpJgIIYSoMykmQggh6kyKiRBCiDr7/wEeSeiVT2TkJwAAAABJRU5ErkJggg==\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Load data, plot histogram \n", + "import scipy.stats as st\n", + "df = pd.read_csv('../../data/michelson_speed_of_light.csv')\n", + "df = df.rename(columns={'velocity of light in air (km/s)': 'c'})\n", + "c = df.c.values\n", + "x_s = np.linspace(299.6, 300.1, 400) * 1000\n", + "plt.plot(x_s, st.norm.pdf(x_s, c.mean(), c.std(ddof=1)))\n", + "plt.hist(c, bins=9, density=True)\n", + "plt.xlabel('speed of light (km/s)')\n", + "plt.ylabel('PDF')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## HANDS ON" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Get speed of light measurement + mean & standard deviation\n", + "michelson_speed_of_light = df.c.values\n", + "mean = np.mean(michelson_speed_of_light)\n", + "std = np.std(michelson_speed_of_light, ddof=1)\n", + "\n", + "# Generate normal samples w/ mean, std of data\n", + "samples = np.random.normal(mean, std, size=10000)\n", + "\n", + "# Generate data ECDF & model CDF\n", + "x, y = ecdf(michelson_speed_of_light)\n", + "x_theor, y_theor = ecdf(samples)\n", + "\n", + "# Plot data & model (E)CDFs\n", + "_ = plt.plot(x_theor, y_theor)\n", + "_ = plt.plot(x, y, marker='.', linestyle='none')\n", + "_ = plt.xlabel('speed of light (km/s)')\n", + "_ = plt.ylabel('CDF')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Some of you may ask but is the data really normal? I urge you to check out Allen Downey's post [_Are your data normal? Hint: no._ ](http://allendowney.blogspot.com/2013/08/are-my-data-normal.html)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 4. Joint Probability & Conditional Probability" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Joint Probability" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We have already encountered joint probabilities above, perhaps without knowing it: $P(A,B)$ is the probability two events $A$ and $B$ _both_ occurring.\n", + "* For example, getting two heads in a row.\n", + "\n", + "If $A$ and $B$ are independent, then $P(A,B)=P(A)P(B)$ but be warned: this is not always (or often) the case.\n", + "\n", + "One way to think of this is considering \"AND\" as multiplication: the probability of A **and** B is the probability of A **multiplied** by the probability of B." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### HANDS-ON: JOINT PROBABILITY COIN FLIPPING" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Verify that $P(A,B)=P(A)P(B)$ in the two fair coin-flip case (A=heads, B=heads) by \n", + "- first simulating two coins being flipped together and calculating the proportion of occurences with two heads;\n", + "- then simulating one coin flip and calculating the proportion of heads and then doing that again and multiplying the two proportions.\n", + "\n", + "Your two calculations should give \"pretty close\" results and not the same results due to the (in)accuracy of simulation. " + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "0.2573\n" + ] + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Solution: Calculate P(A,B)\n", + "x_0 = np.random.binomial(2, 0.5, 10000)\n", + "p_ab = sum(x_0==2)/len(x_0)\n", + "plt.hist(x_0);\n", + "print(p_ab)" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0.2480688" + ] + }, + "execution_count": 32, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Solution: Calculate P(A)P(B)\n", + "x_1 = np.random.binomial(1, 0.5, 10000)\n", + "x_2 = np.random.binomial(1, 0.5, 10000)\n", + "p_a = sum(x_1 == 1)/len(x_1)\n", + "p_b = sum(x_2 == 1)/len(x_2)\n", + "p_a*p_b" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Note:** In order to use such simulation and _hacker statistics_ approaches to \"prove\" results such as the above, we're gliding over several coupled and deep technicalities. This is in the interests of the pedagogical nature of this introduction. For the sake of completeness, we'll mention that we're essentially\n", + "- Using the proportion in our simulations as a proxy for the probability (which, although Frequentist, is useful to allow you to start getting your hands dirty with probability via simluation).\n", + "\n", + "Having stated this, for ease of instruction, we'll continue to do so when thinking about joint & conditional probabilities of both simulated and real data. " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### HANDS-ON: joint probability for birds" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "What is the probability that two randomly selected birds have beak depths over 10 ?" + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0.724891534007516" + ] + }, + "execution_count": 33, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Calculate P(A)P(B) of two birds having beak lengths > 10\n", + "p_a = (sum(lengths > 10))/len(lengths)\n", + "p_b = (sum(lengths > 10))/len(lengths)\n", + "p_a*p_b" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "* Calculate the joint probability using the resampling method, that is, by drawing random samples (with replacement) from the data. First calculate $P(A)P(B)$:" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0.7259806748000001" + ] + }, + "execution_count": 34, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Calculate P(A)P(B) using resampling methods\n", + "n_samples = 100000\n", + "p_a = sum(np.random.choice(lengths, n_samples, replace=True) > 10)/n_samples\n", + "p_b = sum(np.random.choice(lengths, n_samples, replace=True) > 10)/n_samples\n", + "p_a*p_b" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now calculate $P(A,B)$:" + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0.72499" + ] + }, + "execution_count": 35, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Calculate P(A,B) using resampling methods\n", + "n_samples = 100000\n", + "samples = np.random.choice(lengths, (n_samples,2), replace=True)\n", + "_ = samples > (10, 10)\n", + "p_ab = sum(np.prod(_, axis=1))/n_samples\n", + "p_ab" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Task:** Interpret the results of your simulations." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Conditional Probability" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now that we have a grasp on joint probabilities, lets consider conditional probabilities, that is, the probability of some $A$, knowing that some other $B$ is true. We use the notation $P(A|B)$ to denote this. For example, you can ask the question \"What is the probability of a finch beak having depth $<10$, knowing that the finch is of species 'fortis'?\"" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### Example: conditional probability for birds" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "1. What is the probability of a finch beak having depth > 10 ?\n", + "2. What if we know the finch is of species 'fortis'?\n", + "3. What if we know the finch is of species 'scandens'?" + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0.8514056224899599" + ] + }, + "execution_count": 36, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "sum(df_12.blength > 10)/len(df_12)" + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0.6942148760330579" + ] + }, + "execution_count": 37, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df_fortis = df_12.loc[df_12['species'] == 'fortis']\n", + "sum(df_fortis.blength > 10)/len(df_fortis)" + ] + }, + { + "cell_type": "code", + "execution_count": 38, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "1.0" + ] + }, + "execution_count": 38, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df_scandens = df_12.loc[df_12['species'] == 'scandens']\n", + "sum(df_scandens.blength > 10)/len(df_scandens)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Note:** These proportions are definitely different. We can't say much more currently but we'll soon see how to use hypothesis testing to see what else we can say about the differences between the species of finches." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Joint and conditional probabilities\n", + "\n", + "Conditional and joint probabilites are related by the following:\n", + "$$ P(A,B) = P(A|B)P(B)$$" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Homework exercise for the avid learner:** verify the above relationship using simulation/resampling techniques in one of the cases above." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Hands on example: drug testing" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Question:** Suppose that a test for using a particular drug has 99% sensitivity (true positive rate) and 99% specificity (true negative rate), that is, a 1% false positive rate and 1% false negative rate. Suppose that 0.5% (5 in 1,000) of people are users of the drug. What is the probability that a randomly selected individual with a positive test is a drug user?\n", + "\n", + "**If we can answer this, it will be really cool as it shows how we can move from knowing $P(+|user)$ to $P(user|+)$, a MVP for being able to move from $P(data|model)$ to $P(model|data)$.**" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In the spirit of this workshop, it's now time to harness your computational power and the intuition of simulation to solve this drug testing example. \n", + "\n", + "* Before doing so, what do you think the answer to the question _\"What is the probability that a randomly selected individual with a positive test is a drug user?\"_ is? Write down your guess." + ] + }, + { + "cell_type": "code", + "execution_count": 39, + "metadata": {}, + "outputs": [], + "source": [ + "# Take 10,000 subjects\n", + "n = 100000\n", + "# Sample for number of users, non-users\n", + "users = np.random.binomial(n, 0.005, 1) \n", + "non_users = n - users" + ] + }, + { + "cell_type": "code", + "execution_count": 40, + "metadata": {}, + "outputs": [], + "source": [ + "# How many of these users tested +ve ?\n", + "u_pos = np.random.binomial(users, 0.99)\n", + "# How many of these non-users tested +ve ?\n", + "non_pos = np.random.binomial(non_users, 0.01)" + ] + }, + { + "cell_type": "code", + "execution_count": 41, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([0.31836196])" + ] + }, + "execution_count": 41, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# how many of those +ve tests were for users?\n", + "u_pos/(u_pos+non_pos)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Discussion**: What you have been able to do here is to solve the following problem: you knew $P(+|user)=0.99$, but you were trying to figure out $P(user|+)$. Is the answer what you expected? If not, why not? \n", + "\n", + "If you were surprised at the answer, that's not too surprising: you've experienced the [base rate fallacy](https://en.wikipedia.org/wiki/Base_rate_fallacy). The base rate of 99% true positive may lead one to think that most positive tests will be of users, however the vast majority of the overall population are non-users, which means that there will be more that test positive incorrectly than one would otherwise expect.\n", + "\n", + "**Key note:** This is related to the serious scientific challenge posed at the beginning here: if you know the underlying parameters/model, you can figure out the distribution and the result, but often we have only the experimental result and we're trying to figure out the most appropriate model and parameters.\n", + "\n", + "It is Bayes' Theorem that lets us move between these." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 5. Bayes' Theorem\n", + "\n", + "$$P(B|A) = \\frac{P(A|B)P(B)}{P(A)}$$" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "As you may have guessed, it is Bayes' Theorem that will allow us to move back and forth between $P(data|model)$ and $P(model|data)$. As we have seen, $P(model|data)$ is usually what we're interested in as data scientists yet $P(data|model)$ is what we can easily compute, either by simulating our model or using analytic equations." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**One of the coolest things:** Bayes Theorem can be proved with a few lines of mathematics. Your instructor will do this on the chalk/white-board now." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Bayes Theorem solves the above drug testing problem\n", + "\n", + "Bayes Theorem can be used to analytically derive the solution to the 'drug testing' example above as follows." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "From Bayes Theorem, \n", + "\n", + "$$P(user|+) = \\frac{P(+|user)P(user)}{P(+)}$$\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We can expand the denominator here into \n", + "\n", + "$$P(+) = P(+,user) + P(+,non-user) $$\n", + "\n", + "so that\n", + "\n", + "$$ P(+)=P(+|user)P(user) + P(+|non-user)P(non-user)$$\n", + "\n", + "and \n", + "\n", + "$$P(user|+) = \\frac{P(+|user)P(user)}{P(+|user)P(user) + P(+|non-user)P(non-user)}$$." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Calculating this explicitly yields\n", + "\n", + "$$P(user|+) = \\frac{0.99\\times 0.005}{0.99\\times 0.005 + 0.01\\times 0.995} = 0.332 $$" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "This means that if an individual tests positive, there is still only a 33.2% chance that they are a user! This is because the number of non-users is so high compared to the number of users." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Coming up: from Bayes Theorem to Bayesian Inference!" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.8" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/notebooks/ODSC-Europe-2021-06-08/01-Student-Probability_a_simulated_introduction.ipynb b/notebooks/ODSC-Europe-2021-06-08/01-Student-Probability_a_simulated_introduction.ipynb new file mode 100644 index 0000000..4d09d21 --- /dev/null +++ b/notebooks/ODSC-Europe-2021-06-08/01-Student-Probability_a_simulated_introduction.ipynb @@ -0,0 +1,1429 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# What is probability? A simulated introduction" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "#Import packages\n", + "import numpy as np\n", + "import pandas as pd\n", + "import seaborn as sns\n", + "import matplotlib.pyplot as plt\n", + "%matplotlib inline\n", + "sns.set()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Learning Objectives of Part 1" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "- To have an understanding of what \"probability\" means, in both Bayesian and Frequentist terms;\n", + "- To be able to simulate probability distributions that model real-world phenomena;\n", + "- To understand how probability distributions relate to data-generating **stories**;\n", + "- To understand and be able to simulate joint probabilities and conditional probabilities;\n", + "- To understand Bayes' Theorem and its utility." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 1. Probability" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "> To the pioneers such as Bernoulli, Bayes and Laplace, a probability represented a _degree-of-belief_ or plausibility; how much they thought that something was true, based on the evidence at hand. To the 19th century scholars, however, this seemed too vague and subjective an idea to be the basis of a rigorous mathematical theory. So they redefined probability as the _long-run relative frequency_ with which an event occurred, given (infinitely) many repeated (experimental) trials. Since frequencies can be measured, probability was now seen as an objective tool for dealing with _random_ phenomena.\n", + "\n", + "-- _Data Analysis, A Bayesian Tutorial_, Sivia & Skilling (p. 9)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "What type of random phenomena are we talking about here? One example is:\n", + "\n", + "- Knowing that a website has a click-through rate (CTR) of 10%, we can calculate the probability of having 10 people, 9 people, 8 people ... and so on click through, upon drawing 10 people randomly from the population;\n", + "- But given the data of how many people click through, how can we calculate the CTR? And how certain can we be of this CTR? Or how likely is a particular CTR?\n", + "\n", + "Science mostly asks questions of the second form above & Bayesian thinking provides a wonderful framework for answering such questions. Essentially Bayes' Theorem gives us a way of moving from the probability of the data given the model (written as $P(data|model)$) to the probability of the model given the data ($P(model|data)$).\n", + "\n", + "We'll first explore questions of the 1st type using simulation: knowing the model, what is the probability of seeing certain data?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 2. Simulating probabilities" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "* Let's say that a website has a CTR of 50%, i.e. that 50% of people click through. If we picked 1000 people at random from the population, how likely would it be to find that a certain number of people click?\n", + "\n", + "We can simulate this using `numpy`'s random number generator.\n", + "\n", + "To do so, first note we can use `np.random.rand()` to randomly select floats between 0 and 1 (known as the _uniform distribution_). Below, we do so and plot a histogram:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Draw 1,000 samples from uniform & plot results\n", + "x = ___\n", + "___;" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "To then simulate the sampling from the population, we check whether each float was greater or less than 0.5. If less than or equal to 0.5, we say the person clicked." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Computed how many people click\n", + "clicks = ___\n", + "n_clicks = ___\n", + "f\"Number of clicks = {n_clicks}\"" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The proportion of people who clicked can be calculated as the total number of clicks over the number of people:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Computed proportion of people who clicked\n", + "f\"Proportion who clicked = {___}\"" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Discussion**: Did you get the same answer as your neighbour? If you did, why? If not, why not?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Up for discussion:** Let's say that all you had was this data and you wanted to figure out the CTR (probability of clicking). \n", + "\n", + "* What would your estimate be?\n", + "* Bonus points: how confident would you be of your estimate?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Note:** Although, in the above, we have described _probability_ in two ways, we have not described it mathematically. We're not going to do so rigorously here, but we will say that _probability_ defines a function from the space of possibilities (in the above, the interval $[0,1]$) that describes how likely it is to get a particular point or region in that space. Mike Betancourt has an elegant [Introduction to Probability Theory (For Scientists and Engineers)](https://betanalpha.github.io/assets/case_studies/probability_theory.html) that I can recommend." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Hands-on: more clicking" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Use random sampling to simulate how many people click when the CTR is 0.7. How many click? What proportion?" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Solution\n", + "clicks = ___\n", + "n_clicks = ___\n", + "print(f\"Number of clicks = {___}\")\n", + "print(f\"Proportion who clicked = {___}\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "_Discussion point_: This model is known as the bias coin flip. \n", + "- Can you see why?\n", + "- Can it be used to model other phenomena?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Galapagos finch beaks" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "You can also calculate such proportions with real-world data. Here we import a dataset of Finch beak measurements from the Galápagos islands. You can find the data [here](https://datadryad.org/resource/doi:10.5061/dryad.9gh90)." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Import and view head of data\n", + "df_12 = pd.read_csv('../../data/finch_beaks_2012.csv')\n", + "df_12.head()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Store lengths in a pandas series\n", + "lengths = ___" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "* What proportion of birds have a beak length > 10 ?" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "p = ___\n", + "p" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Note:** This is the proportion of birds that have beak length $>10$ in your empirical data, not the probability that any bird drawn from the population will have beak length $>10$." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### A proxy for probability\n", + "\n", + "As stated above, we have calculated a proportion, not a probability. As a proxy for the probability, we can simulate drawing random samples (with replacement) from the data seeing how many lengths are > 10 and calculating the proportion (commonly referred to as [hacker statistics](https://speakerdeck.com/jakevdp/statistics-for-hackers)):" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "n_samples = 10000\n", + "___" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Another way to simulate coin-flips" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In the above, you have used the uniform distribution to sample from a series of biased coin flips. I want to introduce you to another distribution that you can also use to do so: the **binomial distribution**.\n", + "\n", + "The **binomial distribution** with parameters $n$ and $p$ is defined as the probability distribution of\n", + "\n", + "> the number of heads seen when flipping a coin $n$ times when with $p(heads)=p$." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Note** that this distribution essentially tells the **story** of a general model in the following sense: if we believe that they underlying process generating the observed data has a binary outcome (affected by disease or not, head or not, 0 or 1, clicked through or not), and that one the of the two outcomes occurs with probability $p$, then the probability of seeing a particular outcome is given by the **binomial distribution** with parameters $n$ and $p$." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Any process that matches the coin flip story is a Binomial process (note that you'll see such coin flips also referred to as Bernoulli trials in the literature). So we can also formulate the story of the Binomial distribution as\n", + "\n", + "> the number $r$ of successes in $n$ Bernoulli trials with probability $p$ of success, is Binomially distributed. " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We'll now use the binomial distribution to answer the same question as above:\n", + "* If P(heads) = 0.7 and you flip the coin ten times, how many heads will come up?\n", + "\n", + "We'll also set the seed to ensure reproducible results." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Set seed\n", + "___\n", + "\n", + "# Simulate one run of flipping the biased coin 10 times\n", + "___" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Simulating many times to get the distribution\n", + "\n", + "In the above, we have simulated the scenario once. But this only tells us one potential outcome. To see how likely it is to get $n$ heads, for example, we need to simulate it a lot of times and check what proportion ended up with $n$ heads." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Simulate 1,000 run of flipping the biased coin 10 times\n", + "x = ___\n", + "\n", + "# Plot normalized histogram of results\n", + "plt.hist(x, density=True, bins=10);" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "* Group chat: what do you see in the above?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Hands-on" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "- If I flip a biased coin ($P(H)=0.3$) 20 times, what is the probability of 5 or more heads?" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Calculate the probability of 5 or more heads for p=0.3\n", + "___" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "- If I flip a fair coin 20 times, what is the probability of 5 or more heads?" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Calculate the probability of 5 or more heads for p=0.5\n", + "___" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "- Plot the normalized histogram of number of heads of the following experiment: flipping a fair coin 10 times." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Plot histogram \n", + "x = ___\n", + "___;" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Note:** you may have noticed that the _binomial distribution_ can take on only a finite number of values, whereas the _uniform distribution_ above can take on any number between $0$ and $1$. These are different enough cases to warrant special mention of this & two different names: the former is called a _probability mass function_ (PMF) and the latter a _probability distribution function_ (PDF). Time permitting, we may discuss some of the subtleties here. If not, all good texts will cover this. I like (Sivia & Skilling, 2006), among many others.\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Question:** \n", + "* Looking at the histogram, can you tell me the probability of seeing 4 or more heads?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Enter the ECDF." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Empirical cumulative distribution functions (ECDFs)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "An ECDF is, as an alternative to a histogram, a way to visualize univariate data that is rich in information. It allows you to visualize all of your data and, by doing so, avoids the very real problem of binning.\n", + "- can plot control plus experiment\n", + "- data plus model!\n", + "- many populations\n", + "- can see multimodality (though less pronounced) -- a mode becomes a point of inflexion!\n", + "- can read off so much: e.g. percentiles.\n", + "\n", + "See Eric Ma's great post on ECDFS [here](https://ericmjl.github.io/blog/2018/7/14/ecdfs/) AND [this twitter thread](https://twitter.com/allendowney/status/1019171696572583936) (thanks, Allen Downey!).\n", + "\n", + "So what is this ECDF? \n", + "\n", + "**Definition:** In an ECDF, the x-axis is the range of possible values for the data & for any given x-value, the corresponding y-value is the proportion of data points less than or equal to that x-value." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Let's define a handy ECDF function that takes in data and outputs $x$ and $y$ data for the ECDF." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "def ecdf(data):\n", + " \"\"\"Compute ECDF for a one-dimensional array of measurements.\"\"\"\n", + " # Number of data points\n", + " n = len(data)\n", + "\n", + " # x-data for the ECDF\n", + " x = np.sort(data)\n", + "\n", + " # y-data for the ECDF\n", + " y = np.arange(1, n+1) / n\n", + "\n", + " return x, y" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Hands-on" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Plot the ECDF for the previous hands-on exercise. Read the answer to the following question off the ECDF: the probability of seeing 4 or more heads?" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Generate x- and y-data for the ECDF\n", + "x_flips, y_flips = ___\n", + "\n", + "# Plot the ECDF\n", + "___;" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## An Aside on Monte Carlo Simulations!" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "> Monte Carlo methods, or Monte Carlo experiments, are a broad class of computational algorithms that rely on repeated random sampling to obtain numerical results. -- [Wikipedia](https://en.wikipedia.org/wiki/Monte_Carlo_method)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Example 1: Estimating $\\pi$\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Consider two shapes: (1) a circle with radius 1 and centre the origin and (2) a square with the same diameter around the circle. Notice two things:\n", + "- The area of the circle is $\\pi$\n", + "- The area of the square is $4$\n", + "This means that the $\\pi$ is equal to 4 times the area of the circle divided by the area of the circle. \n", + "\n", + "So: if we randomly populate the square with points and then count what fraction of them are in the circle (and multiply the result by 4), we'll be able to approximate $\\pi$. So let's do it!" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "N = 10**3 #number of points\n", + "\n", + "# Generate x, y coordinates\n", + "x = np.random.uniform(-1,1, N)\n", + "y = np.random.uniform(-1,1, N)\n", + "\n", + "# Calculate pi\n", + "4*sum(x**2 + y**2 <= 1)/N\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "df = pd.DataFrame({'x': x, 'y': y})\n", + "df.plot.scatter(x='x', y='y');" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "df_sub = df[df.x**2 + df.y**2 <= 1]\n", + "df_sub.plot.scatter(x='x', y='y');" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Example 2: Investors, coincidences, and survivorship bias" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "> Let us use the Monte Carlo \n", + "generator introduced earlier and construct a population of 10,000 \n", + "fictional investment managers... Assume that they each have a perfectly fair \n", + "game; each one has a 50% probability of making 10,000 at the end of \n", + "the year, and a 50% probability of losing 10,000. Let us introduce an \n", + "additional restriction; once a manager has a single bad year, he is \n", + "thrown out of the sample, good-bye and have a nice life. The Monte Carlo generator will toss a coin; heads and the manager will make 10,000 over the year, tails and he will lose 10,000. We run it for the first year. At the end of the year, we expect 5,000 managers to \n", + "be up 10,000 each, and 5,000 to be down 10,000. Now we run the game a second year. Again, we can expect 2,500 managers to be up two years in a row; another year, 1,250; a fourth one, 625; a fifth, 313. \n", + "We have now, simply in a fair game, 313 managers who made money for five years in a row. Out of pure luck. -- [Fooled by Randomness](https://en.wikipedia.org/wiki/Fooled_by_Randomness), Nassim Nicholas Taleb" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "for _ in range(0, 10000):\n", + " x = np.random.binomial(1, 0.5, 1000) - 0.5\n", + " t = np.cumsum(x)\n", + " if (t > 0).all():\n", + " plt.plot(t, alpha=0.1)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 3. PROBABILITY DISTRIBUTIONS AND THEIR STORIES" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Credit:** Thank you to [Justin Bois](http://bois.caltech.edu/) for countless hours of discussion, work and collaboration on thinking about probability distributions and their stories. All of the following is inspired by Justin & his work, if not explicitly drawn from." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "___\n", + "\n", + "In the above, we saw that we could match data-generating processes with binary outcomes to the story of the binomial distribution.\n", + "\n", + "> The Binomial distribution's story is as follows: the number $r$ of successes in $n$ Bernoulli trials with probability $p$ of success, is Binomially distributed. \n", + "\n", + "There are many other distributions with stories also!" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Poisson processes and the Poisson distribution" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In the book [Information Theory, Inference and Learning Algorithms](https://www.amazon.com/Information-Theory-Inference-Learning-Algorithms/dp/0521642981) David MacKay tells the tale of a town called Poissonville, in which the buses have an odd schedule. Standing at a bus stop in Poissonville, the amount of time you have to wait for a bus is totally independent of when the previous bus arrived. This means you could watch a bus drive off and another arrive almost instantaneously, or you could be waiting for hours.\n", + "\n", + "Arrival of buses in Poissonville is what we call a Poisson process. The timing of the next event is completely independent of when the previous event happened. Many real-life processes behave in this way. \n", + "\n", + "* natural births in a given hospital (there is a well-defined average number of natural births per year, and the timing of one birth is independent of the timing of the previous one);\n", + "* Landings on a website;\n", + "* Meteor strikes;\n", + "* Molecular collisions in a gas;\n", + "* Aviation incidents.\n", + "\n", + "Any process that matches the buses in Poissonville **story** is a Poisson process.\n", + "\n", + " " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The number of arrivals of a Poisson process in a given amount of time is Poisson distributed. The Poisson distribution has one parameter, the average number of arrivals in a given length of time. So, to match the story, we could consider the number of hits on a website in an hour with an average of six hits per hour. This is Poisson distributed." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Generate Poisson-distributed data\n", + "samples = ___\n", + "\n", + "# Plot histogram\n", + "___;" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Question:** Does this look like anything to you?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In fact, the Poisson distribution is the limit of the Binomial distribution for low probability of success and large number of trials, that is, for rare events. " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "To see this, think about the stories. Picture this: you're doing a Bernoulli trial once a minute for an hour, each with a success probability of 0.05. We would do 60 trials, and the number of successes is Binomially distributed, and we would expect to get about 3 successes. This is just like the Poisson story of seeing 3 buses on average arrive in a given interval of time. Thus the Poisson distribution with arrival rate equal to np approximates a Binomial distribution for n Bernoulli trials with probability p of success (with n large and p small). This is useful because the Poisson distribution can be simpler to work with as it has only one parameter instead of two for the Binomial distribution." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Hands-on" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Plot the ECDF of the Poisson-distributed data that you generated above." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Generate x- and y-data for the ECDF\n", + "x_p, y_p = ___\n", + "\n", + "# Plot the ECDF\n", + "___;" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Example Poisson distribution: field goals attempted per game" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "This section is explicitly taken from the great work of Justin Bois. You can find more [here](https://github.com/justinbois/dataframed-plot-examples/blob/master/lebron_field_goals.ipynb)." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Let's first remind ourselves of the story behind the Poisson distribution.\n", + "> The number of arrivals of a Poisson processes in a given set time interval is Poisson distributed.\n", + "\n", + "To quote Justin Bois:\n", + "\n", + "> We could model field goal attempts in a basketball game using a Poisson distribution. When a player takes a shot is a largely stochastic process, being influenced by the myriad ebbs and flows of a basketball game. Some players shoot more than others, though, so there is a well-defined rate of shooting. Let's consider LeBron James's field goal attempts for the 2017-2018 NBA season." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "First thing's first, the data ([from here](https://www.basketball-reference.com/players/j/jamesle01/gamelog/2018)):" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "fga = [19, 16, 15, 20, 20, 11, 15, 22, 34, 17, 20, 24, 14, 14, \n", + " 24, 26, 14, 17, 20, 23, 16, 11, 22, 15, 18, 22, 23, 13, \n", + " 18, 15, 23, 22, 23, 18, 17, 22, 17, 15, 23, 8, 16, 25, \n", + " 18, 16, 17, 23, 17, 15, 20, 21, 10, 17, 22, 20, 20, 23, \n", + " 17, 18, 16, 25, 25, 24, 19, 17, 25, 20, 20, 14, 25, 26, \n", + " 29, 19, 16, 19, 18, 26, 24, 21, 14, 20, 29, 16, 9]" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "To show that this LeBron's attempts are ~ Poisson distributed, you're now going to plot the ECDF and compare it with the the ECDF of the Poisson distribution that has the mean of the data (technically, this is the maximum likelihood estimate)." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## HANDS ON" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Generate the x and y values for the ECDF of LeBron's field attempt goals." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Generate x & y data for ECDF\n", + "x_ecdf, y_ecdf = ___" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now we'll draw samples out of a Poisson distribution to get the theoretical ECDF (that is, simulating the model), plot it with the ECDF of the data and see how they look." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Number of times we simulate the model\n", + "n_reps = 1000\n", + "\n", + "# Plot ECDF of data\n", + "plt.plot(x_ecdf, y_ecdf, '.', color='black');\n", + "\n", + "# Plot ECDF of model\n", + "for _ in range(n_reps):\n", + " samples = ___\n", + " x_theor, y_theor = ___\n", + " plt.plot(x_theor, y_theor, '.', alpha=0.01, color='lightgray');\n", + "\n", + "\n", + "# Label your axes\n", + "plt.xlabel('field goal attempts')\n", + "plt.ylabel('ECDF')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "You can see from the ECDF that LeBron's field goal attempts per game are ~ Poisson distributed." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Exponential distribution" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We've encountered a variety of named _discrete distributions_. There are also named _continuous distributions_, such as the exponential distribution and the normal (or Gaussian) distribution. To see what the story of the exponential distribution is, let's return to Poissonville, in which the number of buses that will arrive per hour are Poisson distributed.\n", + "However, the waiting time between arrivals of a Poisson process are exponentially distributed.\n", + "\n", + "So: the exponential distribution has the following story: the waiting time between arrivals of a Poisson process are exponentially distributed. It has a single parameter, the mean waiting time. This distribution is not peaked, as we can see from its PDF.\n", + "\n", + "For an illustrative example, lets check out the time between all incidents involving nuclear power since 1974. It's a reasonable first approximation to expect incidents to be well-modeled by a Poisson process, which means the timing of one incident is independent of all others. If this is the case, the time between incidents should be exponentially distributed.\n", + "\n", + "\n", + "To see if this story is credible, we can plot the ECDF of the data with the CDF that we'd get from an exponential distribution with the sole parameter, the mean, given by the mean inter-incident time of the data.\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Load nuclear power accidents data & create array of inter-incident times\n", + "df = pd.read_csv('../../data/nuclear_power_accidents.csv')\n", + "df.Date = pd.to_datetime(df.Date)\n", + "df = df[df.Date >= pd.to_datetime('1974-01-01')]\n", + "inter_times = np.diff(np.sort(df.Date)).astype(float) / 1e9 / 3600 / 24" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Compute mean and sample from exponential\n", + "mean = ___\n", + "samples = ___\n", + "\n", + "# Compute ECDFs for sample & model\n", + "x, y = ___\n", + "x_theor, y_theor = ___" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Plot sample & model ECDFs\n", + "___;\n", + "plt.plot(x, y, marker='.', linestyle='none');" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We see that the data is close to being Exponentially distributed, which means that we can model the nuclear incidents as a Poisson process." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Normal distribution" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The normal distribution, also known as the Gaussian or Bell Curve, appears everywhere. There are many reasons for this. One is the following:\n", + "\n", + "> When doing repeated measurements, we expect them to be normally distributed, owing to the many subprocesses that contribute to a measurement. This is because (a formulation of the Central Limit Theorem) **any quantity that emerges as the sum of a large number of subprocesses tends to be Normally distributed** provided none of the subprocesses is very broadly distributed.\n", + "\n", + "Now it's time to see if this holds for the measurements of the speed of light in the famous Michelson–Morley experiment:" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Below, I'll plot the histogram with a Gaussian curve fitted to it. Even if that looks good, though, that could be due to binning bias. SO then you'll plot the ECDF of the data and the CDF of the model!" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Load data, plot histogram \n", + "import scipy.stats as st\n", + "df = pd.read_csv('../../data/michelson_speed_of_light.csv')\n", + "df = df.rename(columns={'velocity of light in air (km/s)': 'c'})\n", + "c = df.c.values\n", + "x_s = np.linspace(299.6, 300.1, 400) * 1000\n", + "plt.plot(x_s, st.norm.pdf(x_s, c.mean(), c.std(ddof=1)))\n", + "plt.hist(c, bins=9, density=True)\n", + "plt.xlabel('speed of light (km/s)')\n", + "plt.ylabel('PDF')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## HANDS ON" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Get speed of light measurement + mean & standard deviation\n", + "michelson_speed_of_light = df.c.values\n", + "mean = np.mean(michelson_speed_of_light)\n", + "std = np.std(michelson_speed_of_light, ddof=1)\n", + "\n", + "# Generate normal samples w/ mean, std of data\n", + "samples = ___\n", + "\n", + "# Generate data ECDF & model CDF\n", + "x, y = ___\n", + "x_theor, y_theor = ___\n", + "\n", + "# Plot data & model (E)CDFs\n", + "___;\n", + "___;\n", + "plt.xlabel('speed of light (km/s)')\n", + "plt.ylabel('CDF')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Some of you may ask but is the data really normal? I urge you to check out Allen Downey's post [_Are your data normal? Hint: no._ ](http://allendowney.blogspot.com/2013/08/are-my-data-normal.html)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 4. Joint Probability & Conditional Probability" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Joint Probability" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We have already encountered joint probabilities above, perhaps without knowing it: $P(A,B)$ is the probability two events $A$ and $B$ _both_ occurring.\n", + "* For example, getting two heads in a row.\n", + "\n", + "If $A$ and $B$ are independent, then $P(A,B)=P(A)P(B)$ but be warned: this is not always (or often) the case.\n", + "\n", + "One way to think of this is considering \"AND\" as multiplication: the probability of A **and** B is the probability of A **multiplied** by the probability of B." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### HANDS-ON: JOINT PROBABILITY COIN FLIPPING" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Verify that $P(A,B)=P(A)P(B)$ in the two fair coin-flip case (A=heads, B=heads) by \n", + "- first simulating two coins being flipped together and calculating the proportion of occurences with two heads;\n", + "- then simulating one coin flip and calculating the proportion of heads and then doing that again and multiplying the two proportions.\n", + "\n", + "Your two calculations should give \"pretty close\" results and not the same results due to the (in)accuracy of simulation. " + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Solution: Calculate P(A,B)\n", + "x_0 = ___\n", + "p_ab = ___\n", + "___;\n", + "print(p_ab)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Solution: Calculate P(A)P(B)\n", + "x_1 = np.random.binomial(1, 0.5, 10000)\n", + "x_2 = np.random.binomial(1, 0.5, 10000)\n", + "p_a = ___\n", + "p_b = ___\n", + "p_a*p_b" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Note:** In order to use such simulation and _hacker statistics_ approaches to \"prove\" results such as the above, we're gliding over several coupled and deep technicalities. This is in the interests of the pedagogical nature of this introduction. For the sake of completeness, we'll mention that we're essentially\n", + "- Using the proportion in our simulations as a proxy for the probability (which, although Frequentist, is useful to allow you to start getting your hands dirty with probability via simluation).\n", + "\n", + "Having stated this, for ease of instruction, we'll continue to do so when thinking about joint & conditional probabilities of both simulated and real data. " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### HANDS-ON: joint probability for birds" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "What is the probability that two randomly selected birds have beak depths over 10 ?" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Calculate P(A)P(B) of two birds having beak lengths > 10\n", + "p_a = ___\n", + "p_b = ___\n", + "p_a*p_b" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "* Calculate the joint probability using the resampling method, that is, by drawing random samples (with replacement) from the data. First calculate $P(A)P(B)$:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Calculate P(A)P(B) using resampling methods\n", + "n_samples = 100000\n", + "p_a = sum(___)/n_samples\n", + "p_b = sum(___)/n_samples\n", + "p_a*p_b" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now calculate $P(A,B)$:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Calculate P(A,B) using resampling methods\n", + "n_samples = 100000\n", + "samples = ___\n", + "_ = samples > (10, 10)\n", + "p_ab = sum(___)/n_samples\n", + "p_ab" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Task:** Interpret the results of your simulations." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Conditional Probability" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now that we have a grasp on joint probabilities, lets consider conditional probabilities, that is, the probability of some $A$, knowing that some other $B$ is true. We use the notation $P(A|B)$ to denote this. For example, you can ask the question \"What is the probability of a finch beak having depth $<10$, knowing that the finch is of species 'fortis'?\"" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### Example: conditional probability for birds" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "1. What is the probability of a finch beak having depth > 10 ?\n", + "2. What if we know the finch is of species 'fortis'?\n", + "3. What if we know the finch is of species 'scandens'?" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "___" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "df_fortis = df_12.loc[df_12['species'] == 'fortis']\n", + "___" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "df_scandens = df_12.loc[df_12['species'] == 'scandens']\n", + "___" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Note:** These proportions are definitely different. We can't say much more currently but we'll soon see how to use hypothesis testing to see what else we can say about the differences between the species of finches." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Joint and conditional probabilities\n", + "\n", + "Conditional and joint probabilites are related by the following:\n", + "$$ P(A,B) = P(A|B)P(B)$$" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Homework exercise for the avid learner:** verify the above relationship using simulation/resampling techniques in one of the cases above." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Hands on example: drug testing" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Question:** Suppose that a test for using a particular drug has 99% sensitivity (true positive rate) and 99% specificity (true negative rate), that is, a 1% false positive rate and 1% false negative rate. Suppose that 0.5% (5 in 1,000) of people are users of the drug. What is the probability that a randomly selected individual with a positive test is a drug user?\n", + "\n", + "**If we can answer this, it will be really cool as it shows how we can move from knowing $P(+|user)$ to $P(user|+)$, a MVP for being able to move from $P(data|model)$ to $P(model|data)$.**" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In the spirit of this workshop, it's now time to harness your computational power and the intuition of simulation to solve this drug testing example. \n", + "\n", + "* Before doing so, what do you think the answer to the question _\"What is the probability that a randomly selected individual with a positive test is a drug user?\"_ is? Write down your guess." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Take 10,000 subjects\n", + "n = 100000\n", + "# Sample for number of users, non-users\n", + "users = ___\n", + "non_users = ___" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# How many of these users tested +ve ?\n", + "u_pos = ___\n", + "# How many of these non-users tested +ve ?\n", + "non_pos = ___" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# how many of those +ve tests were for users?\n", + "u_pos/(u_pos+non_pos)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Discussion**: What you have been able to do here is to solve the following problem: you knew $P(+|user)=0.99$, but you were trying to figure out $P(user|+)$. Is the answer what you expected? If not, why not? \n", + "\n", + "If you were surprised at the answer, that's not too surprising: you've experienced the [base rate fallacy](https://en.wikipedia.org/wiki/Base_rate_fallacy). The base rate of 99% true positive may lead one to think that most positive tests will be of users, however the vast majority of the overall population are non-users, which means that there will be more that test positive incorrectly than one would otherwise expect.\n", + "\n", + "**Key note:** This is related to the serious scientific challenge posed at the beginning here: if you know the underlying parameters/model, you can figure out the distribution and the result, but often we have only the experimental result and we're trying to figure out the most appropriate model and parameters.\n", + "\n", + "It is Bayes' Theorem that lets us move between these." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 5. Bayes' Theorem\n", + "\n", + "$$P(B|A) = \\frac{P(A|B)P(B)}{P(A)}$$" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "As you may have guessed, it is Bayes' Theorem that will allow us to move back and forth between $P(data|model)$ and $P(model|data)$. As we have seen, $P(model|data)$ is usually what we're interested in as data scientists yet $P(data|model)$ is what we can easily compute, either by simulating our model or using analytic equations." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**One of the coolest things:** Bayes Theorem can be proved with a few lines of mathematics. Your instructor will do this on the chalk/white-board now." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Bayes Theorem solves the above drug testing problem\n", + "\n", + "Bayes Theorem can be used to analytically derive the solution to the 'drug testing' example above as follows." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "From Bayes Theorem, \n", + "\n", + "$$P(user|+) = \\frac{P(+|user)P(user)}{P(+)}$$\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We can expand the denominator here into \n", + "\n", + "$$P(+) = P(+,user) + P(+,non-user) $$\n", + "\n", + "so that\n", + "\n", + "$$ P(+)=P(+|user)P(user) + P(+|non-user)P(non-user)$$\n", + "\n", + "and \n", + "\n", + "$$P(user|+) = \\frac{P(+|user)P(user)}{P(+|user)P(user) + P(+|non-user)P(non-user)}$$." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Calculating this explicitly yields\n", + "\n", + "$$P(user|+) = \\frac{0.99\\times 0.005}{0.99\\times 0.005 + 0.01\\times 0.995} = 0.332 $$" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "This means that if an individual tests positive, there is still only a 33.2% chance that they are a user! This is because the number of non-users is so high compared to the number of users." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Coming up: from Bayes Theorem to Bayesian Inference!" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.8" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/notebooks/ODSC-Europe-2021-06-08/02-Instructor-Parameter_estimation_hypothesis_testing.ipynb b/notebooks/ODSC-Europe-2021-06-08/02-Instructor-Parameter_estimation_hypothesis_testing.ipynb new file mode 100644 index 0000000..a0a4dda --- /dev/null +++ b/notebooks/ODSC-Europe-2021-06-08/02-Instructor-Parameter_estimation_hypothesis_testing.ipynb @@ -0,0 +1,785 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Parameter estimation and hypothesis testing" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "#Import packages\n", + "import numpy as np\n", + "import pandas as pd\n", + "import seaborn as sns\n", + "import matplotlib.pyplot as plt\n", + "import pymc3 as pm\n", + "from ipywidgets import interact\n", + "import arviz as az\n", + "%matplotlib inline\n", + "sns.set()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Learning Objectives of Part 2" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "1. Understand what priors, likelihoods and posteriors are;\n", + "2. Use random sampling for parameter estimation to appreciate the relationship between sample size & the posterior distribution, along with the effect of the prior;\n", + "3. Use probabilistic programming for parameter estimation;\n", + "4. Use probabilistic programming for hypothesis testing." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 1. From Bayes Theorem to Bayesian Inference" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Let's say that we flip a biased coin several times and we want to estimate the probability of heads from the number of heads we saw. Statistical intuition tells us that our best estimate of $p(heads)=$ number of heads divided by total number of flips.\n", + "\n", + "However, \n", + "\n", + "1. It doesn't tell us how certain we can be of that estimate and\n", + "2. This type of intuition doesn't extend to even slightly more complex examples.\n", + "\n", + "Bayesian inference helps us here. We can calculate the probability of a particular $p=p(H)$ given data $D$ by setting $A$ in Bayes Theorem equal to $p$ and $B$ equal to $D$." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "\n", + "$$P(p|D) = \\frac{P(D|p)P(p)}{P(D)} $$\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In this equation, we call $P(p)$ the prior (distribution), $P(D|p)$ the likelihood and $P(p|D)$ the posterior (distribution). The intuition behind the nomenclature is as follows: the prior is the distribution containing our knowledge about $p$ prior to the introduction of the data $D$ & the posterior is the distribution containing our knowledge about $p$ after considering the data $D$." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Note** that we're _overloading_ the term _probability_ here. In fact, we have 3 distinct usages of the word:\n", + "- The probability $p$ of seeing a head when flipping a coin;\n", + "- The resulting binomial probability distribution $P(D|p)$ of seeing the data $D$, given $p$;\n", + "- The prior & posterior probability distributions of $p$, encoding our _uncertainty_ about the value of $p$." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Key concept:** We only need to know the posterior distribution $P(p|D)$ up to multiplication by a constant at the moment: this is because we really only care about the values of $P(p|D)$ relative to each other – for example, what is the most likely value of $p$? To answer such questions, we only need to know what $P(p|D)$ is proportional to, as a function of $p$. Thus we don’t currently need to worry about the term $P(D)$. In fact,\n", + "\n", + "$$P(p|D) \\propto P(D|p)P(p) $$\n", + "\n", + "**Note:** What is the prior? Really, what do we know about $p$ before we see any data? Well, as it is a probability, we know that $0\\leq p \\leq1$. If we haven’t flipped any coins yet, we don’t know much else: so it seems logical that all values of $p$ within this interval are equally likely, i.e., $P(p)=1$, for $0\\leq p \\leq1$. This is known as an uninformative prior because it contains little information (there are other uninformative priors we may use in this situation, such as the Jeffreys prior, to be discussed later). People who like to hate on Bayesian inference tend to claim that the need to choose a prior makes Bayesian methods somewhat arbitrary, but as we’ll now see, if you have enough data, the likelihood dominates over the prior and the latter doesn’t matter so much." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "\n", + "**Essential remark:** we get the whole distribution of $P(p|D)$, not merely a point estimate plus errors bars, such as [95% confidence intervals](http://andrewgelman.com/2018/07/04/4th-july-lets-declare-independence-95/).\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 2. Bayesian parameter estimation I: flip those coins" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now let's generate some coin flips and try to estimate $p(H)$. Two notes:\n", + "- given data $D$ consisting of $n$ coin tosses & $k$ heads, the likelihood function is given by $L:=P(D|p) \\propto p^k(1-p)^{n-k}$;\n", + "- given a uniform prior, the posterior is proportional to the likelihood." + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "def plot_posterior(p=0.6, N=0):\n", + " \"\"\"Plot the posterior given a uniform prior; Bernoulli trials\n", + " with probability p; sample size N\"\"\"\n", + " np.random.seed(42)\n", + " # Flip coins \n", + " n_successes = np.random.binomial(N, p)\n", + " # X-axis for PDF\n", + " x = np.linspace(0, 1, 100)\n", + " # Prior\n", + " prior = 1\n", + " # Compute posterior, given the likelihood (analytic form)\n", + " posterior = x**n_successes*(1-x)**(N-n_successes)*prior\n", + " posterior /= np.max(posterior) # so that peak always at 1\n", + " plt.plot(x, posterior)\n", + " plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plot_posterior(N=10)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "* Now use the great ipywidget interact to check out the posterior as you generate more and more data (you can also vary $p$):" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "a2b8fe422627493b8e50a595a5a0c825", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "interactive(children=(FloatSlider(value=0.6, description='p', max=1.0, step=0.01), IntSlider(value=0, descript…" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "interact(plot_posterior, p=(0, 1, 0.01), N=(0, 1500));" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Notes for discussion:**\n", + "\n", + "* as you generate more and more data, your posterior gets narrower, i.e. you get more and more certain of your estimate.\n", + "* you need more data to be certain of your estimate when $p=0.5$, as opposed to when $p=0$ or $p=1$. " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### The choice of the prior" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "You may have noticed that we needed to choose a prior and that, in the small to medium data limit, this choice can affect the posterior. We'll briefly introduce several types of priors and then you'll use one of them for the example above to see the effect of the prior:\n", + "\n", + "- **Informative priors** express specific, definite information about a variable, for example, if we got a coin from the mint, we may use an informative prior with a peak at $p=0.5$ and small variance. \n", + "- **Weakly informative priors** express partial information about a variable, such as a peak at $p=0.5$ (if we have no reason to believe the coin is biased), with a larger variance.\n", + "- **Uninformative priors** express no information about a variable, except what we know for sure, such as knowing that $0\\leq p \\leq1$.\n", + "\n", + "Now you may think that the _uniform distribution_ is uninformative, however, what if I am thinking about this question in terms of the probability $p$ and Eric Ma is thinking about it in terms of the _odds ratio_ $r=\\frac{p}{1-p}$? Eric rightly feels that he has no prior knowledge as to what this $r$ is and thus chooses the uniform prior on $r$.\n", + "\n", + "With a bit of algebra (transformation of variables), we can show that choosing the uniform prior on $p$ amounts to choosing a decidedly non-uniform prior on $r$ and vice versa. So Eric and I have actually chosen different priors, using the same philosophy. How do we avoid this happening? Enter the **Jeffreys prior**, which is an uninformative prior that solves this problem. You can read more about the Jeffreys prior [here](https://en.wikipedia.org/wiki/Jeffreys_prior) & in your favourite Bayesian text book (Sivia gives a nice treatment). \n", + "\n", + "In the binomial (coin flip) case, the Jeffreys prior is given by $P(p) = \\frac{1}{\\sqrt{p(1-p)}}$.\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### Hands-on" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "* Create an interactive plot like the one above, except that it has two posteriors on it: one for the uniform prior, another for the Jeffries prior." + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [], + "source": [ + "# Solution\n", + "def plot_posteriors(p=0.6, N=0):\n", + " np.random.seed(42)\n", + " n_successes = np.random.binomial(N, p)\n", + " x = np.linspace(0.01, 0.99, 100)\n", + " posterior1 = x**n_successes*(1-x)**(N-n_successes) # w/ uniform prior\n", + " posterior1 /= np.max(posterior1) # so that peak always at 1\n", + " plt.plot(x, posterior1, label='Uniform prior')\n", + " jp = np.sqrt(x*(1-x))**(-1) # Jeffreys prior\n", + " posterior2 = posterior1*jp # w/ Jeffreys prior\n", + " posterior2 /= np.max(posterior2) # so that peak always at 1 (not quite correct to do; see below)\n", + " plt.plot(x, posterior2, label='Jeffreys prior')\n", + " plt.legend()\n", + " plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "ad9040b7630c4b36ab6392914eddf494", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "interactive(children=(FloatSlider(value=0.6, description='p', max=1.0, step=0.01), IntSlider(value=0, descript…" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "interact(plot_posteriors, p=(0, 1, 0.01), N=(0, 100));" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Question:** What happens to the posteriors as you generate more and more data?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 3. Bayesian parameter estimation using PyMC3" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Well done! You've learnt the basics of Bayesian model building. The steps are\n", + "1. To completely specify the model in terms of _probability distributions_. This includes specifying \n", + " - what the form of the sampling distribution of the data is _and_ \n", + " - what form describes our _uncertainty_ in the unknown parameters (This formulation is adapted from [Fonnesbeck's workshop](https://github.com/fonnesbeck/intro_stat_modeling_2017/blob/master/notebooks/2.%20Basic%20Bayesian%20Inference.ipynb) as Chris said it so well there).\n", + "2. Calculate the _posterior distribution_.\n", + "\n", + "In the above, the form of the sampling distribution of the data was Binomial (described by the likelihood) and the uncertainty around the unknown parameter $p$ captured by the prior." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now it is time to do the same using the **probabilistic programming language** PyMC3. There's _loads of cool stuff_ about PyMC3 and this paradigm, two of which are\n", + "- _probabililty distributions_ are first class citizens, in that we can assign them to variables and use them intuitively to mirror how we think about priors, likelihoods & posteriors.\n", + "- PyMC3 calculates the posterior for us!\n", + "\n", + "Under the hood, PyMC3 will compute the posterior using a sampling based approach called Markov Chain Monte Carlo (MCMC) or Variational Inference. Check the [PyMC3 docs](https://docs.pymc.io/) for more on these. \n", + "\n", + "But now, it's time to bust out some MCMC and get sampling!" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Parameter estimation I: click-through rate" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "A common experiment in tech data science is to test a product change and see how it affects a metric that you're interested in. Say that I don't think enough people are clicking a button on my website & I hypothesize that it's because the button is a similar color to the background of the page. Then I can set up two pages and send some people to each: the first the original page, the second a page that is identical, except that it has a button that is of higher contrast and see if more people click through. This is commonly referred to as an A/B test and the metric of interest is click-through rate (CTR), what proportion of people click through. Before even looking at two rates, let's use PyMC3 to estimate one.\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "First generate click-through data, given a CTR $p_a=0.15$." + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [], + "source": [ + "# click-through rates\n", + "p_a = 0.15\n", + "N = 150\n", + "n_successes_a = np.sum(np.random.binomial(N, p_a))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now it's time to build your probability model. Noticing that our model of having a constant CTR resulting in click or not is a biased coin flip,\n", + "- the sampling distribution is binomial and we need to encode this in the likelihood;\n", + "- there is a single parameter $p$ that we need to describe the uncertainty around, using a prior and we'll use a uniform prior for this.\n", + "\n", + "These are the ingredients for the model so let's now build it:" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [], + "source": [ + "# Build model of p_a\n", + "with pm.Model() as Model:\n", + " # Prior on p\n", + " prob = pm.Uniform('p')\n", + " # Binomial Likelihood\n", + " y = pm.Binomial('y', n=N, p=prob, observed=n_successes_a)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Discussion:** \n", + "- What do you think of the API for PyMC3. Does it reflect how we think about model building?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "It's now time to sample from the posterior using PyMC3. You'll also plot the posterior:" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Auto-assigning NUTS sampler...\n", + "Initializing NUTS using jitter+adapt_diag...\n", + "Multiprocess sampling (4 chains in 4 jobs)\n", + "NUTS: [p]\n", + "Sampling 4 chains: 100%|██████████| 10000/10000 [00:01<00:00, 5931.68draws/s]\n", + "The acceptance probability does not match the target. It is 0.8922666867337682, but should be close to 0.8. Try to increase the number of tuning steps.\n", + "The acceptance probability does not match the target. It is 0.8878163923648399, but should be close to 0.8. Try to increase the number of tuning steps.\n" + ] + } + ], + "source": [ + "with Model:\n", + " samples = pm.sample(2000)" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "az.plot_posterior(samples, kind='hist');" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**For discussion:** Interpret the posterior ditribution. What would your tell the non-technical manager of your growth team about the CTR?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Hands-on: Parameter estimation II -- the mean of a population" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In this exercise, you'll calculate the posterior mean beak depth of Galapagos finches in a given species. First you'll load the data and subset wrt species:" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [], + "source": [ + "# Import and view head of data\n", + "df_12 = pd.read_csv('../../data/finch_beaks_2012.csv')\n", + "df_fortis = df_12.loc[df_12['species'] == 'fortis']\n", + "df_scandens = df_12.loc[df_12['species'] == 'scandens']" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "To specify the full probability model, you need\n", + "- a likelihood function for the data &\n", + "- priors for all unknowns.\n", + "\n", + "What is the likelihood here? Let's plot the measurements below and see that they look approximately Gaussian/normal so you'll use a normal likelihood $y_i\\sim \\mathcal{N}(\\mu, \\sigma^2)$. The unknowns here are the mean $\\mu$ and standard deviation $\\sigma$ and we'll use weakly informative priors on both\n", + "- a normal prior for $\\mu$ with mean $10$ and standard deviation $5$;\n", + "- a uniform prior for $\\sigma$ bounded between $0$ and $10$.\n", + "\n", + "We can discuss biological reasons for these priors also but you can also test that the posteriors are relatively robust to the choice of prior here due to the amount of data." + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "sns.distplot(df_fortis['blength']);" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [], + "source": [ + "with pm.Model() as model:\n", + " # Prior for mean & standard deviation\n", + " μ_1 = pm.Normal('μ_1', mu=10, sd=5)\n", + " σ_1 = pm.Lognormal('σ_1', 0, 10)\n", + " # Gaussian Likelihood\n", + " y_1 = pm.Normal('y_1', mu=μ_1, sd=σ_1, observed=df_fortis['blength'])" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Auto-assigning NUTS sampler...\n", + "Initializing NUTS using jitter+adapt_diag...\n", + "Multiprocess sampling (4 chains in 4 jobs)\n", + "NUTS: [σ_1, μ_1]\n", + "Sampling 4 chains: 100%|██████████| 10000/10000 [00:01<00:00, 5037.14draws/s]\n" + ] + } + ], + "source": [ + "# bust it out & sample\n", + "with model:\n", + " samples = pm.sample(2000)" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + " az.plot_posterior(samples);" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 4. Bayesian Hypothesis testing" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Bayesian Hypothesis testing I: A/B tests on click through rates" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Assume we have a website and want to redesign the layout (*A*) and test whether the new layout (*B*) results in a higher click through rate. When people come to our website we randomly show them layout *A* or *B* and see how many people click through for each. First let's generate the data we need:" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [], + "source": [ + "# click-through rates\n", + "p_a = 0.15\n", + "p_b = 0.20\n", + "N = 1000\n", + "n_successes_a = np.sum(np.random.uniform(size=N) <= p_a)\n", + "n_successes_b = np.sum(np.random.uniform(size=N) <= p_b)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Once again, we need to specify our models for $p_a$ and $p_b$. Each will be the same as the CTR example above\n", + "- Binomial likelihoods\n", + "- uniform priors on $p_a$ and $_p$.\n", + "\n", + "We also want to calculate the posterior of the difference $p_a-p_b$ and we do so using `pm.Deterministic()`, which specifies a deterministic random variable, i.e., one that is completely determined by the values it references, in the case $p_a$ & $p_b$.\n", + "\n", + "We'll now build the model:" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [], + "source": [ + "with pm.Model() as Model:\n", + " # Prior on p\n", + " prob_a = pm.Uniform('p_a')\n", + " prob_b = pm.Uniform('p_b')\n", + " # Binomial Likelihood\n", + " y_a = pm.Binomial('y_a', n=N, p=prob_a, observed=n_successes_a)\n", + " y_b = pm.Binomial('y_b', n=N, p=prob_b, observed=n_successes_b)\n", + " diff_clicks = pm.Deterministic('diff_clicks', prob_a-prob_b)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Sample from the posterior and plot them:" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Auto-assigning NUTS sampler...\n", + "Initializing NUTS using jitter+adapt_diag...\n", + "Multiprocess sampling (4 chains in 4 jobs)\n", + "NUTS: [p_b, p_a]\n", + "Sampling 4 chains: 100%|██████████| 10000/10000 [00:01<00:00, 5136.65draws/s]\n" + ] + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "with Model:\n", + " samples = pm.sample(2000)\n", + "az.plot_posterior(samples, kind='hist');" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Hands-on: Bayesian Hypothesis testing II -- beak lengths difference between species" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Task**: Determine whether the mean beak length of the Galapogas finches differs between species. For the mean of each species, use the same model as in previous hand-on section:\n", + "\n", + "- Gaussian likelihood;\n", + "- Normal prior for the means;\n", + "- Uniform prior for the variances.\n", + "\n", + "Also calculate the difference between the means and, for bonus points, the _effect size_, which is the difference between the means divided by the pooled standard deviations = $\\sqrt{(\\sigma_1^2+\\sigma_2^2)/2}$. Hugo will talk through the importance of the _effect size_.\n", + "\n", + "Don't forget to sample from the posteriors and plot them!" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [], + "source": [ + "with pm.Model() as model:\n", + " # Priors for means and variances\n", + " μ_1 = pm.Normal('μ_1', mu=10, sd=5)\n", + " σ_1 = pm.Uniform('σ_1', 0, 10)\n", + " μ_2 = pm.Normal('μ_2', mu=10, sd=5)\n", + " σ_2 = pm.Uniform('σ_2', 0, 10)\n", + " # Gaussian Likelihoods\n", + " y_1 = pm.Normal('y_1', mu=μ_1, sd=σ_1, observed=df_fortis['blength'])\n", + " y_2 = pm.Normal('y_2', mu=μ_2, sd=σ_2, observed=df_scandens['blength'])\n", + " # Calculate the effect size and its uncertainty.\n", + " diff_means = pm.Deterministic('diff_means', μ_1 - μ_2)\n", + " pooled_sd = pm.Deterministic('pooled_sd', \n", + " np.sqrt(np.power(σ_1, 2) + \n", + " np.power(σ_2, 2)) / 2)\n", + " effect_size = pm.Deterministic('effect_size', \n", + " diff_means / pooled_sd)" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Auto-assigning NUTS sampler...\n", + "Initializing NUTS using jitter+adapt_diag...\n", + "Multiprocess sampling (4 chains in 4 jobs)\n", + "NUTS: [σ_2, μ_2, σ_1, μ_1]\n", + "Sampling 4 chains: 100%|██████████| 10000/10000 [00:02<00:00, 3451.84draws/s]\n" + ] + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# bust it out & sample\n", + "with model:\n", + " samples = pm.sample(2000)\n", + "az.plot_posterior(samples, var_names=['μ_1', 'μ_2', 'diff_means', 'effect_size'], kind='hist');" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.6" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/notebooks/ODSC-Europe-2021-06-08/02-Student-Parameter_estimation_hypothesis_testing.ipynb b/notebooks/ODSC-Europe-2021-06-08/02-Student-Parameter_estimation_hypothesis_testing.ipynb new file mode 100644 index 0000000..510ce9a --- /dev/null +++ b/notebooks/ODSC-Europe-2021-06-08/02-Student-Parameter_estimation_hypothesis_testing.ipynb @@ -0,0 +1,617 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Parameter estimation and hypothesis testing" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "#Import packages\n", + "import numpy as np\n", + "import pandas as pd\n", + "import seaborn as sns\n", + "import matplotlib.pyplot as plt\n", + "import pymc3 as pm\n", + "from ipywidgets import interact\n", + "import arviz as az\n", + "%matplotlib inline\n", + "sns.set()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Learning Objectives of Part 2" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "1. Understand what priors, likelihoods and posteriors are;\n", + "2. Use random sampling for parameter estimation to appreciate the relationship between sample size & the posterior distribution, along with the effect of the prior;\n", + "3. Use probabilistic programming for parameter estimation;\n", + "4. Use probabilistic programming for hypothesis testing." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 1. From Bayes Theorem to Bayesian Inference" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Let's say that we flip a biased coin several times and we want to estimate the probability of heads from the number of heads we saw. Statistical intuition tells us that our best estimate of $p(heads)=$ number of heads divided by total number of flips.\n", + "\n", + "However, \n", + "\n", + "1. It doesn't tell us how certain we can be of that estimate and\n", + "2. This type of intuition doesn't extend to even slightly more complex examples.\n", + "\n", + "Bayesian inference helps us here. We can calculate the probability of a particular $p=p(H)$ given data $D$ by setting $A$ in Bayes Theorem equal to $p$ and $B$ equal to $D$." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "\n", + "$$P(p|D) = \\frac{P(D|p)P(p)}{P(D)} $$\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In this equation, we call $P(p)$ the prior (distribution), $P(D|p)$ the likelihood and $P(p|D)$ the posterior (distribution). The intuition behind the nomenclature is as follows: the prior is the distribution containing our knowledge about $p$ prior to the introduction of the data $D$ & the posterior is the distribution containing our knowledge about $p$ after considering the data $D$." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Note** that we're _overloading_ the term _probability_ here. In fact, we have 3 distinct usages of the word:\n", + "- The probability $p$ of seeing a head when flipping a coin;\n", + "- The resulting binomial probability distribution $P(D|p)$ of seeing the data $D$, given $p$;\n", + "- The prior & posterior probability distributions of $p$, encoding our _uncertainty_ about the value of $p$." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Key concept:** We only need to know the posterior distribution $P(p|D)$ up to multiplication by a constant at the moment: this is because we really only care about the values of $P(p|D)$ relative to each other – for example, what is the most likely value of $p$? To answer such questions, we only need to know what $P(p|D)$ is proportional to, as a function of $p$. Thus we don’t currently need to worry about the term $P(D)$. In fact,\n", + "\n", + "$$P(p|D) \\propto P(D|p)P(p) $$\n", + "\n", + "**Note:** What is the prior? Really, what do we know about $p$ before we see any data? Well, as it is a probability, we know that $0\\leq p \\leq1$. If we haven’t flipped any coins yet, we don’t know much else: so it seems logical that all values of $p$ within this interval are equally likely, i.e., $P(p)=1$, for $0\\leq p \\leq1$. This is known as an uninformative prior because it contains little information (there are other uninformative priors we may use in this situation, such as the Jeffreys prior, to be discussed later). People who like to hate on Bayesian inference tend to claim that the need to choose a prior makes Bayesian methods somewhat arbitrary, but as we’ll now see, if you have enough data, the likelihood dominates over the prior and the latter doesn’t matter so much." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "\n", + "**Essential remark:** we get the whole distribution of $P(p|D)$, not merely a point estimate plus errors bars, such as [95% confidence intervals](http://andrewgelman.com/2018/07/04/4th-july-lets-declare-independence-95/).\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 2. Bayesian parameter estimation I: flip those coins" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now let's generate some coin flips and try to estimate $p(H)$. Two notes:\n", + "- given data $D$ consisting of $n$ coin tosses & $k$ heads, the likelihood function is given by $L:=P(D|p) \\propto p^k(1-p)^k$;\n", + "- given a uniform prior, the posterior is proportional to the likelihood." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "def plot_posterior(p=0.6, N=0):\n", + " \"\"\"Plot the posterior given a uniform prior; Coin flips\n", + " with probability p; sample size N\"\"\"\n", + " # Set seed\n", + " ___\n", + " # Flip coins \n", + " n_successes = ___\n", + " # X-axis for PDF\n", + " x = np.___\n", + " #prior\n", + " prior = ___\n", + " posterior = ___\n", + " posterior /= np.max(posterior) # so that peak always at 1\n", + " plt.plot(x, posterior)\n", + " plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Plot posterior for 10 coin flips\n", + "___" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "* Now use the great ipywidget interact to check out the posterior as you generate more and more data (you can also vary $p$):" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "___;" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Notes for discussion:**\n", + "\n", + "* as you generate more and more data, your posterior gets narrower, i.e. you get more and more certain of your estimate.\n", + "* you need more data to be certain of your estimate when $p=0.5$, as opposed to when $p=0$ or $p=1$. " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### The choice of the prior" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "You may have noticed that we needed to choose a prior and that, in the small to medium data limit, this choice can affect the posterior. We'll briefly introduce several types of priors and then you'll use one of them for the example above to see the effect of the prior:\n", + "\n", + "- **Informative priors** express specific, definite information about a variable, for example, if we got a coin from the mint, we may use an informative prior with a peak at $p=0.5$ and small variance. \n", + "- **Weakly informative priors** express partial information about a variable, such as a peak at $p=0.5$ (if we have no reason to believe the coin is biased), with a larger variance.\n", + "- **Uninformative priors** express no information about a variable, except what we know for sure, such as knowing that $0\\leq p \\leq1$.\n", + "\n", + "Now you may think that the _uniform distribution_ is uninformative, however, what if I am thinking about this question in terms of the probability $p$ and Eric Ma is thinking about it in terms of the _odds ratio_ $r=\\frac{p}{1-p}$? Eric rightly feels that he has no prior knowledge as to what this $r$ is and thus chooses the uniform prior on $r$.\n", + "\n", + "With a bit of algebra (transformation of variables), we can show that choosing the uniform prior on $p$ amounts to choosing a decidedly non-uniform prior on $r$ and vice versa. So Eric and I have actually chosen different priors, using the same philosophy. How do we avoid this happening? Enter the **Jeffreys prior**, which is an uninformative prior that solves this problem. You can read more about the Jeffreys prior [here](https://en.wikipedia.org/wiki/Jeffreys_prior) & in your favourite Bayesian text book (Sivia gives a nice treatment). \n", + "\n", + "In the binomial (coin flip) case, the Jeffreys prior is given by $P(p) = \\frac{1}{\\sqrt{p(1-p)}}$.\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### Hands-on" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "* Create an interactive plot like the one above, except that it has two posteriors on it: one for the uniform prior, another for the Jeffries prior." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Write the plotting function, as above\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Create the interactive plot\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Question:** What happens to the posteriors as you generate more and more data?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 3. Bayesian parameter estimation using PyMC3" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Well done! You've learnt the basics of Bayesian model building. The steps are\n", + "1. To completely specify the model in terms of _probability distributions_. This includes specifying \n", + " - what the form of the sampling distribution of the data is _and_ \n", + " - what form describes our _uncertainty_ in the unknown parameters (This formulation is adapted from [Fonnesbeck's workshop](https://github.com/fonnesbeck/intro_stat_modeling_2017/blob/master/notebooks/2.%20Basic%20Bayesian%20Inference.ipynb) as Chris said it so well there).\n", + "2. Calculate the _posterior distribution_.\n", + "\n", + "In the above, the form of the sampling distribution of the data was Binomial (described by the likelihood) and the uncertainty around the unknown parameter $p$ captured by the prior.\n", + "\n", + "There is also a 3rd step that Eric will cover which is performing _posterior predictive checks_. At a high level, this is making sure that your model actually makes sense. More to come on this." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now it is time to do the same using the **probabilistic programming language** PyMC3. There's _loads_ about PyMC3 and this paradigm, two of which are\n", + "- _probabililty distributions_ are first class citizens, in that we can assign them to variables and use them intuitively to mirror how we think about priors, likelihoods & posteriors.\n", + "- PyMC3 calculates the posterior for us!\n", + "\n", + "Under the hood, PyMC3 will compute the posterior using a sampling based approach called Markov Chain Monte Carlo (MCMC) or Variational Inference. Check the [PyMC3 docs](https://docs.pymc.io/) for more on these. \n", + "\n", + "But now, it's time to bust out some MCMC and get sampling!" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Parameter estimation I: click-through rate" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "A common experiment in tech data science is to test a product change and see how it affects a metric that you're interested in. Say that I don't think enough people are clicking a button on my website & I hypothesize that it's because the button is a similar color to the background of the page. Then I can set up two pages and send some people to each: the first the original page, the second a page that is identical, except that it has a button that is of higher contrast and see if more people click through. This is commonly referred to as an A/B test and the metric of interest is click-through rate (CTR), what proportion of people click through. Before even looking at two rates, let's use PyMC3 to estimate one.\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "First generate click-through data, given a CTR $p_a=0.15$." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# click-through rates\n", + "p_a = 0.15\n", + "N = 150\n", + "n_successes_a = ___" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now it's time to build your probability model. Noticing that our model of having a constant CTR resulting in click or not is a biased coin flip,\n", + "- the sampling distribution is binomial and we need to encode this in the likelihood;\n", + "- there is a single parameter $p$ that we need to describe the uncertainty around, using a prior and we'll use a uniform prior for this.\n", + "\n", + "These are the ingredients for the model so let's now build it:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Build model of p_a\n", + "with ___ as ___:\n", + " # Prior on p\n", + " prob = ___\n", + " # Binomial Likelihood\n", + " y = ___" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Discussion:** \n", + "- What do you think of the API for PyMC3. Does it reflect how we think about model building?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "It's now time to sample from the posterior using PyMC3. You'll also plot the posterior:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Sample from posterior\n", + "with ___:\n", + " samples = ___\n", + "\n", + "# Plot posterior\n", + "az.plot_posterior(samples);" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**For discussion:** Interpret the posterior ditribution. What would your tell the non-technical manager of your growth team about the CTR?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Hands-on: Parameter estimation II -- the mean of a population" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In this exercise, you'll calculate the posterior mean beak depth of Galapagos finches in a given species. First you'll load the data and subset wrt species:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Import data and subset it\n", + "df_12 = pd.read_csv('../../data/finch_beaks_2012.csv')\n", + "df_fortis = df_12.loc[df_12['species'] == 'fortis']\n", + "df_scandens = df_12.loc[df_12['species'] == 'scandens']" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "To specify the full probability model, you need\n", + "- a likelihood function for the data &\n", + "- priors for all unknowns.\n", + "\n", + "What is the likelihood here? Let's plot the measurements below and see that they look approximately Gaussian/normal so you'll use a normal likelihood $y_i\\sim \\mathcal{N}(\\mu, \\sigma^2)$. The unknowns here are the mean $\\mu$ and standard deviation $\\sigma$ and we'll use weakly informative priors on both\n", + "- a normal prior for $\\mu$ with mean $10$ and standard deviation $5$;\n", + "- a uniform prior for $\\sigma$ bounded between $0$ and $10$.\n", + "\n", + "We can discuss biological reasons for these priors also but you can also test that the posteriors are relativelyt robust to the choice of prior here due to the amount of data." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "sns.distplot(df_fortis['blength']);" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "with ___ as ___:\n", + " # Prior for mean & standard deviation\n", + " μ_1 = ___\n", + " σ_1 = ___\n", + " # Gaussian Likelihood\n", + " y_1 = ___" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# bust it out & sample\n", + "with model:\n", + " samples = ___\n", + "\n", + "# Plot posterior\n", + "az.plot_posterior(samples);" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 4. Bayesian Hypothesis testing" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Bayesian Hypothesis testing I: A/B tests on click through rates" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Assume we have a website and want to redesign the layout *A* and test whether the new layout *B* results in a higher click through rate. When people come to our website we randomly show them layout *A* or *B* and see how many people click through for each. First let's generate the data we need:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# click-through rates\n", + "p_a = 0.15\n", + "p_b = 0.20\n", + "N = 1000\n", + "n_successes_a = np.sum(np.random.uniform(size=N) <= p_a)\n", + "n_successes_b = np.sum(np.random.uniform(size=N) <= p_b)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Once again, we need to specify our models for $p_a$ and $p_b$. Each will be the same as the CTR example above\n", + "- Binomial likelihoods\n", + "- uniform priors on $p_a$ and $_p$.\n", + "\n", + "We also want to calculate the posterior of the difference $p_a-p_b$ and we do so using `pm.Deterministic()`, which specifies a deterministic random variable, i.e., one that is completely determined by the values it references, in the case $p_a$ & $p_b$.\n", + "\n", + "We'll now build the model:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "with ___ as ___:\n", + " # Prior on p\n", + " prob_a = ___\n", + " prob_b = ___\n", + " # Binomial Likelihood\n", + " y_a = ___\n", + " y_b = ___\n", + " diff_clicks = ___" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Sample from the posterior and plot them:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "with Model:\n", + " samples = pm.sample(2000)\n", + "az.plot_posterior(samples);" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Hands-on: Bayesian Hypothesis testing II -- beak lengths difference between species" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Task**: Determine whether the mean beak length of the Galapogas finches differs between species. For the mean of each species, use the same model as in previous hand-on section:\n", + "\n", + "- Gaussian likelihood;\n", + "- Normal prior for the means;\n", + "- Uniform prior for the variances.\n", + "\n", + "Also calculate the difference between the means and, for bonus points, the _effect size_, which is the difference between the means divided by the pooled standard deviations = $\\sqrt{(\\sigma_1^2+\\sigma_2^2)/2}$. Hugo will talk through the importance of the _effect size_.\n", + "\n", + "Don't forget to sample from the posteriors and plot them!" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "with pm.Model() as model:\n", + " # Priors for means and variances\n", + " μ_1 = ___\n", + " σ_1 = ___\n", + " μ_2 = ___\n", + " σ_2 = ___\n", + " # Gaussian Likelihoods\n", + " y_1 = pm.Normal('y_1', mu=μ_1, sd=σ_1, observed=df_fortis['blength'])\n", + " y_2 = pm.Normal('y_2', mu=μ_2, sd=σ_2, observed=df_scandens['blength'])\n", + " # Calculate the effect size and its uncertainty.\n", + " diff_means = ___\n", + " pooled_sd = ___\n", + " effect_size = ___" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# bust it out & sample\n", + "with model:\n", + " samples = pm.sample(2000)\n", + "az.plot_posterior(samples, var_names=['μ_1', 'μ_2', 'diff_means', 'effect_size']);" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.6" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/notebooks/ODSC-Europe-2021-06-08/data.py b/notebooks/ODSC-Europe-2021-06-08/data.py new file mode 100644 index 0000000..e19c03c --- /dev/null +++ b/notebooks/ODSC-Europe-2021-06-08/data.py @@ -0,0 +1,74 @@ +import pandas as pd +from sklearn.preprocessing import LabelEncoder +import janitor as jn +import numpy as np + + +def load_finches_2012(): + path = '../data/finch_beaks_2012.csv' + return load_finches(path) + + +def load_finches_1975(): + path = '../data/finch_beaks_1975.csv' + df = load_finches(path) + df = df.rename_column('beak_length_mm', 'beak_length').rename_column('beak_depth_mm', 'beak_depth') + return df + + +def load_finches(path): + # Load the data + df = ( + pd.read_csv(path) + .clean_names() # clean column names + .rename_column('blength', 'beak_length') # rename blength to beak_length (readability fix) + .rename_column('bdepth', 'beak_depth') # rename bdepth to beak_depth (readability fix) + .label_encode('species') # create a `species_enc` column that has the species encoded numerically + ) + return df + + +def load_baseball(): + df = pd.read_csv('../data/baseballdb/core/Batting.csv') + df['AB'] = df['AB'].replace(0, np.nan) + df = df.dropna() + df['batting_avg'] = df['H'] / df['AB'] + df = df[df['yearID'] >= 2016] + df = df.iloc[0:15] + df.head(5) + return df + + +def load_sterilization(): + df = ( + pd.read_csv('../data/sterilization.csv', na_filter=True, na_values=['#DIV/0!']) + .clean_names() + .label_encode('treatment') + ) + mapping = dict(zip(df['treatment'], df['treatment_enc'])) + return df, mapping + + +def load_kruschke(): + df = ( + pd.read_csv('../data/iq.csv', index_col=0) # comment out the path to the file for students. + .label_encode('treatment') + ) + return df + + +# Constants for load_decay +tau = 71.9 # indium decay half life +A = 42 # starting magnitude +C = 21 # measurement error +noise_scale = 1 + + +def load_decay(): + t = np.arange(0, 1000) + def decay_func(ts, noise): + return A * np.exp(-t/tau) + C + np.random.normal(0, noise, size=(len(t))) + + data = {'t': t, 'activity': decay_func(t, noise_scale)} + df = pd.DataFrame(data) + return df \ No newline at end of file diff --git a/notebooks/ODSC-Europe-2021-06-08/matplotlibrc b/notebooks/ODSC-Europe-2021-06-08/matplotlibrc new file mode 100644 index 0000000..7ea7e7e --- /dev/null +++ b/notebooks/ODSC-Europe-2021-06-08/matplotlibrc @@ -0,0 +1,5 @@ +axes.spines.left : True # display axis spines +axes.spines.bottom : True +axes.spines.top : False +axes.spines.right : False + diff --git a/notebooks/ODSC-Europe-2021-06-08/utils.py b/notebooks/ODSC-Europe-2021-06-08/utils.py new file mode 100644 index 0000000..10072c6 --- /dev/null +++ b/notebooks/ODSC-Europe-2021-06-08/utils.py @@ -0,0 +1,19 @@ +import numpy as np + + +def ECDF(data): + x = np.sort(data) + y = np.cumsum(x) / np.sum(x) + + return x, y + + +def despine(ax): + ax.spines['right'].set_visible(False) + ax.spines['top'].set_visible(False) + + +def despine_traceplot(traceplot): + for row in traceplot: + for ax in row: + despine(ax) \ No newline at end of file diff --git a/notebooks/SciPy-2020/01-Instructor-Probability_a_simulated_introduction.ipynb b/notebooks/SciPy-2020/01-Instructor-Probability_a_simulated_introduction.ipynb new file mode 100644 index 0000000..774fc83 --- /dev/null +++ b/notebooks/SciPy-2020/01-Instructor-Probability_a_simulated_introduction.ipynb @@ -0,0 +1,1726 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# What is probability? A simulated introduction" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "#Import packages\n", + "import numpy as np\n", + "import pandas as pd\n", + "import seaborn as sns\n", + "import matplotlib.pyplot as plt\n", + "%matplotlib inline\n", + "sns.set()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Learning Objectives of Part 1" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "- To have an understanding of what \"probability\" means, in both Bayesian and Frequentist terms;\n", + "- To be able to simulate probability distributions that model real-world phenomena;\n", + "- To understand how probability distributions relate to data-generating **stories**;\n", + "- To understand and be able to simulate joint probabilities and conditional probabilities;\n", + "- To understand Bayes' Theorem and its utility." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 1. Probability" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "> To the pioneers such as Bernoulli, Bayes and Laplace, a probability represented a _degree-of-belief_ or plausibility; how much they thought that something was true, based on the evidence at hand. To the 19th century scholars, however, this seemed too vague and subjective an idea to be the basis of a rigorous mathematical theory. So they redefined probability as the _long-run relative frequency_ with which an event occurred, given (infinitely) many repeated (experimental) trials. Since frequencies can be measured, probability was now seen as an objective tool for dealing with _random_ phenomena.\n", + "\n", + "-- _Data Analysis, A Bayesian Tutorial_, Sivia & Skilling (p. 9)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "What type of random phenomena are we talking about here? One example is:\n", + "\n", + "- Knowing that a website has a click-through rate (CTR) of 10%, we can calculate the probability of having 10 people, 9 people, 8 people ... and so on click through, upon drawing 10 people randomly from the population;\n", + "- But given the data of how many people click through, how can we calculate the CTR? And how certain can we be of this CTR? Or how likely is a particular CTR?\n", + "\n", + "Science mostly asks questions of the second form above & Bayesian thinking provides a wonderful framework for answering such questions. Essentially Bayes' Theorem gives us a way of moving from the probability of the data given the model (written as $P(data|model)$) to the probability of the model given the data ($P(model|data)$).\n", + "\n", + "We'll first explore questions of the 1st type using simulation: knowing the model, what is the probability of seeing certain data?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 2. Simulating probabilities" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "* Let's say that a website has a CTR of 50%, i.e. that 50% of people click through. If we picked 1000 people at random from the population, how likely would it be to find that a certain number of people click?\n", + "\n", + "We can simulate this using `numpy`'s random number generator.\n", + "\n", + "To do so, first note we can use `np.random.rand()` to randomly select floats between 0 and 1 (known as the _uniform distribution_). Below, we do so and plot a histogram:" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Draw 1,000 samples from uniform & plot results\n", + "x = np.random.rand(1000)\n", + "plt.hist(x);" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "To then simulate the sampling from the population, we check whether each float was greater or less than 0.5. If less than or equal to 0.5, we say the person clicked." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'Number of clicks = 498'" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Computed how many people click\n", + "clicks = x <= 0.5\n", + "n_clicks = sum(clicks)\n", + "f\"Number of clicks = {n_clicks}\"" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The proportion of people who clicked can be calculated as the total number of clicks over the number of people:" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'Proportion who clicked = 0.498'" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Computed proportion of people who clicked\n", + "f\"Proportion who clicked = {n_clicks/len(clicks)}\"" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Discussion**: Did you get the same answer as your neighbour? If you did, why? If not, why not?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Up for discussion:** Let's say that all you had was this data and you wanted to figure out the CTR (probability of clicking). \n", + "\n", + "* What would your estimate be?\n", + "* Bonus points: how confident would you be of your estimate?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Note:** Although, in the above, we have described _probability_ in two ways, we have not described it mathematically. We're not going to do so rigorously here, but we will say that _probability_ defines a function from the space of possibilities (in the above, the interval $[0,1]$) that describes how likely it is to get a particular point or region in that space. Mike Betancourt has an elegant [Introduction to Probability Theory (For Scientists and Engineers)](https://betanalpha.github.io/assets/case_studies/probability_theory.html) that I can recommend." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Hands-on: more clicking" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Use random sampling to simulate how many people click when the CTR is 0.7. How many click? What proportion?" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Number of clicks = 702\n", + "Proportion who clicked = 0.702\n" + ] + } + ], + "source": [ + "# Solution\n", + "clicks = x <= 0.7\n", + "n_clicks = sum(clicks)\n", + "print(f\"Number of clicks = {n_clicks}\")\n", + "print(f\"Proportion who clicked = {n_clicks/len(clicks)}\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "_Discussion point_: This model is known as the bias coin flip. \n", + "- Can you see why?\n", + "- Can it be used to model other phenomena?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Galapagos finch beaks" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "You can also calculate such proportions with real-world data. Here we import a dataset of Finch beak measurements from the Galápagos islands. You can find the data [here](https://datadryad.org/resource/doi:10.5061/dryad.9gh90)." + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
bandspeciesblengthbdepth
019022fortis10.08.5
119028fortis12.58.9
219032fortis9.37.5
319041fortis10.39.6
419044fortis11.09.2
\n", + "
" + ], + "text/plain": [ + " band species blength bdepth\n", + "0 19022 fortis 10.0 8.5\n", + "1 19028 fortis 12.5 8.9\n", + "2 19032 fortis 9.3 7.5\n", + "3 19041 fortis 10.3 9.6\n", + "4 19044 fortis 11.0 9.2" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Import and view head of data\n", + "df_12 = pd.read_csv('../../data/finch_beaks_2012.csv')\n", + "df_12.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [], + "source": [ + "# Store lengths in a pandas series\n", + "lengths = df_12['blength']" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "* What proportion of birds have a beak length > 10 ?" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0.8514056224899599" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "p = (sum(lengths > 10))/len(lengths)\n", + "p" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Note:** This is the proportion of birds that have beak length $>10$ in your empirical data, not the probability that any bird drawn from the population will have beak length $>10$." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### A proxy for probability\n", + "\n", + "As stated above, we have calculated a proportion, not a probability. As a proxy for the probability, we can simulate drawing random samples (with replacement) from the data seeing how many lengths are > 10 and calculating the proportion (commonly referred to as [hacker statistics](https://speakerdeck.com/jakevdp/statistics-for-hackers)):" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0.8505" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "n_samples = 10000\n", + "sum(np.random.choice(lengths, n_samples, replace=True) > 10)/n_samples" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Another way to simulate coin-flips" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In the above, you have used the uniform distribution to sample from a series of biased coin flips. I want to introduce you to another distribution that you can also use to do so: the **binomial distribution**.\n", + "\n", + "The **binomial distribution** with parameters $n$ and $p$ is defined as the probability distribution of\n", + "\n", + "> the number of heads seen when flipping a coin $n$ times when with $p(heads)=p$." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Note** that this distribution essentially tells the **story** of a general model in the following sense: if we believe that they underlying process generating the observed data has a binary outcome (affected by disease or not, head or not, 0 or 1, clicked through or not), and that one the of the two outcomes occurs with probability $p$, then the probability of seeing a particular outcome is given by the **binomial distribution** with parameters $n$ and $p$." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Any process that matches the coin flip story is a Binomial process (note that you'll see such coin flips also referred to as Bernoulli trials in the literature). So we can also formulate the story of the Binomial distribution as\n", + "\n", + "> the number $r$ of successes in $n$ Bernoulli trials with probability $p$ of success, is Binomially distributed. " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We'll now use the binomial distribution to answer the same question as above:\n", + "* If P(heads) = 0.7 and you flip the coin ten times, how many heads will come up?\n", + "\n", + "We'll also set the seed to ensure reproducible results." + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "7" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Set seed\n", + "np.random.seed(seed=16071982)\n", + "\n", + "# Simulate one run of flipping the biased coin 10 times\n", + "np.random.binomial(10, 0.7)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Simulating many times to get the distribution\n", + "\n", + "In the above, we have simulated the scenario once. But this only tells us one potential outcome. To see how likely it is to get $n$ heads, for example, we need to simulate it a lot of times and check what proportion ended up with $n$ heads." + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Simulate 1,000 run of flipping the biased coin 10 times\n", + "x = np.random.binomial(10, 0.3, 10000)\n", + "\n", + "# Plot normalized histogram of results\n", + "plt.hist(x, density=True, bins=10);" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "* Group chat: what do you see in the above?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Hands-on" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "- If I flip a biased coin ($P(H)=0.3$) 20 times, what is the probability of 5 or more heads?" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0.7613" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Solution\n", + "sum(np.random.binomial(20, 0.3, 10000) >= 5)/10000" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "- If I flip a fair coin 20 times, what is the probability of 5 or more heads?" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0.994" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "sum(np.random.binomial(20,0.5,10000) >= 5)/10000" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "- Plot the normalized histogram of number of heads of the following experiment: flipping a fair coin 10 times." + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Plot histogram \n", + "x = np.random.binomial(10, 0.5, 10000)\n", + "plt.hist(x, density=True, bins=10);" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Note:** you may have noticed that the _binomial distribution_ can take on only a finite number of values, whereas the _uniform distribution_ above can take on any number between $0$ and $1$. These are different enough cases to warrant special mention of this & two different names: the former is called a _probability mass function_ (PMF) and the latter a _probability distribution function_ (PDF). Time permitting, we may discuss some of the subtleties here. If not, all good texts will cover this. I like (Sivia & Skilling, 2006), among many others.\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Question:** \n", + "* Looking at the histogram, can you tell me the probability of seeing 4 or more heads?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Enter the ECDF." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Empirical cumulative distribution functions (ECDFs)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "An ECDF is, as an alternative to a histogram, a way to visualize univariate data that is rich in information. It allows you to visualize all of your data and, by doing so, avoids the very real problem of binning.\n", + "- can plot control plus experiment\n", + "- data plus model!\n", + "- many populations\n", + "- can see multimodality (though less pronounced) -- a mode becomes a point of inflexion!\n", + "- can read off so much: e.g. percentiles.\n", + "\n", + "See Eric Ma's great post on ECDFS [here](https://ericmjl.github.io/blog/2018/7/14/ecdfs/) AND [this twitter thread](https://twitter.com/allendowney/status/1019171696572583936) (thanks, Allen Downey!).\n", + "\n", + "So what is this ECDF? \n", + "\n", + "**Definition:** In an ECDF, the x-axis is the range of possible values for the data & for any given x-value, the corresponding y-value is the proportion of data points less than or equal to that x-value." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Let's define a handy ECDF function that takes in data and outputs $x$ and $y$ data for the ECDF." + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [], + "source": [ + "def ecdf(data):\n", + " \"\"\"Compute ECDF for a one-dimensional array of measurements.\"\"\"\n", + " # Number of data points\n", + " n = len(data)\n", + "\n", + " # x-data for the ECDF\n", + " x = np.sort(data)\n", + "\n", + " # y-data for the ECDF\n", + " y = np.arange(1, n+1) / n\n", + "\n", + " return x, y" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Hands-on" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Plot the ECDF for the previous hands-on exercise. Read the answer to the following question off the ECDF: the probability of seeing 4 or more heads?" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Generate x- and y-data for the ECDF\n", + "x_flips, y_flips = ecdf(x)\n", + "\n", + "# Plot the ECDF\n", + "plt.plot(x_flips, y_flips, marker='.', linestyle='none');" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 3. PROBABILITY DISTRIBUTIONS AND THEIR STORIES" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Credit:** Thank you to [Justin Bois](http://bois.caltech.edu/) for countless hours of discussion, work and collaboration on thinking about probability distributions and their stories. All of the following is inspired by Justin & his work, if not explicitly drawn from." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "___\n", + "\n", + "In the above, we saw that we could match data-generating processes with binary outcomes to the story of the binomial distribution.\n", + "\n", + "> The Binomial distribution's story is as follows: the number $r$ of successes in $n$ Bernoulli trials with probability $p$ of success, is Binomially distributed. \n", + "\n", + "There are many other distributions with stories also!" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Poisson processes and the Poisson distribution" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In the book [Information Theory, Inference and Learning Algorithms](https://www.amazon.com/Information-Theory-Inference-Learning-Algorithms/dp/0521642981) David MacKay tells the tale of a town called Poissonville, in which the buses have an odd schedule. Standing at a bus stop in Poissonville, the amount of time you have to wait for a bus is totally independent of when the previous bus arrived. This means you could watch a bus drive off and another arrive almost instantaneously, or you could be waiting for hours.\n", + "\n", + "Arrival of buses in Poissonville is what we call a Poisson process. The timing of the next event is completely independent of when the previous event happened. Many real-life processes behave in this way. \n", + "\n", + "* natural births in a given hospital (there is a well-defined average number of natural births per year, and the timing of one birth is independent of the timing of the previous one);\n", + "* Landings on a website;\n", + "* Meteor strikes;\n", + "* Molecular collisions in a gas;\n", + "* Aviation incidents.\n", + "\n", + "Any process that matches the buses in Poissonville **story** is a Poisson process.\n", + "\n", + " " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The number of arrivals of a Poisson process in a given amount of time is Poisson distributed. The Poisson distribution has one parameter, the average number of arrivals in a given length of time. So, to match the story, we could consider the number of hits on a website in an hour with an average of six hits per hour. This is Poisson distributed." + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Generate Poisson-distributed data\n", + "samples = np.random.poisson(6, size=10**6)\n", + "\n", + "# Plot histogram\n", + "plt.hist(samples, bins=21);" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Question:** Does this look like anything to you?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In fact, the Poisson distribution is the limit of the Binomial distribution for low probability of success and large number of trials, that is, for rare events. " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "To see this, think about the stories. Picture this: you're doing a Bernoulli trial once a minute for an hour, each with a success probability of 0.05. We would do 60 trials, and the number of successes is Binomially distributed, and we would expect to get about 3 successes. This is just like the Poisson story of seeing 3 buses on average arrive in a given interval of time. Thus the Poisson distribution with arrival rate equal to np approximates a Binomial distribution for n Bernoulli trials with probability p of success (with n large and p small). This is useful because the Poisson distribution can be simpler to work with as it has only one parameter instead of two for the Binomial distribution." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Hands-on" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Plot the ECDF of the Poisson-distributed data that you generated above." + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Generate x- and y-data for the ECDF\n", + "x_p, y_p = ecdf(samples)\n", + "\n", + "# Plot the ECDF\n", + "plt.plot(x_p, y_p, marker='.', linestyle='none');" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Example Poisson distribution: field goals attempted per game" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "This section is explicitly taken from the great work of Justin Bois. You can find more [here](https://github.com/justinbois/dataframed-plot-examples/blob/master/lebron_field_goals.ipynb)." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Let's first remind ourselves of the story behind the Poisson distribution.\n", + "> The number of arrivals of a Poisson processes in a given set time interval is Poisson distributed.\n", + "\n", + "To quote Justin Bois:\n", + "\n", + "> We could model field goal attempts in a basketball game using a Poisson distribution. When a player takes a shot is a largely stochastic process, being influenced by the myriad ebbs and flows of a basketball game. Some players shoot more than others, though, so there is a well-defined rate of shooting. Let's consider LeBron James's field goal attempts for the 2017-2018 NBA season." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "First thing's first, the data ([from here](https://www.basketball-reference.com/players/j/jamesle01/gamelog/2018)):" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [], + "source": [ + "fga = [19, 16, 15, 20, 20, 11, 15, 22, 34, 17, 20, 24, 14, 14, \n", + " 24, 26, 14, 17, 20, 23, 16, 11, 22, 15, 18, 22, 23, 13, \n", + " 18, 15, 23, 22, 23, 18, 17, 22, 17, 15, 23, 8, 16, 25, \n", + " 18, 16, 17, 23, 17, 15, 20, 21, 10, 17, 22, 20, 20, 23, \n", + " 17, 18, 16, 25, 25, 24, 19, 17, 25, 20, 20, 14, 25, 26, \n", + " 29, 19, 16, 19, 18, 26, 24, 21, 14, 20, 29, 16, 9]" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "To show that this LeBron's attempts are ~ Poisson distributed, you're now going to plot the ECDF and compare it with the the ECDF of the Poisson distribution that has the mean of the data (technically, this is the maximum likelihood estimate)." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## HANDS ON" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Generate the x and y values for the ECDF of LeBron's field attempt goals." + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [], + "source": [ + "# Generate x & y data for ECDF\n", + "x_ecdf, y_ecdf = ecdf(fga)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now we'll draw samples out of a Poisson distribution to get the theoretical ECDF (that is, simulating the model), plot it with the ECDF of the data and see how they look." + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0, 0.5, 'ECDF')" + ] + }, + "execution_count": 21, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Number of times we simulate the model\n", + "n_reps = 1000\n", + "\n", + "# Plot ECDF of data\n", + "plt.plot(x_ecdf, y_ecdf, '.', color='black');\n", + "\n", + "# Plot ECDF of model\n", + "for _ in range(n_reps):\n", + " samples = np.random.poisson(np.mean(fga), size=len(fga))\n", + " x_theor, y_theor = ecdf(samples)\n", + " plt.plot(x_theor, y_theor, '.', alpha=0.01, color='lightgray');\n", + "\n", + "\n", + "# Label your axes\n", + "plt.xlabel('field goal attempts')\n", + "plt.ylabel('ECDF')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "You can see from the ECDF that LeBron's field goal attempts per game are ~ Poisson distributed." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Exponential distribution" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We've encountered a variety of named _discrete distributions_. There are also named _continuous distributions_, such as the exponential distribution and the normal (or Gaussian) distribution. To see what the story of the exponential distribution is, let's return to Poissonville, in which the number of buses that will arrive per hour are Poisson distributed.\n", + "However, the waiting time between arrivals of a Poisson process are exponentially distributed.\n", + "\n", + "So: the exponential distribution has the following story: the waiting time between arrivals of a Poisson process are exponentially distributed. It has a single parameter, the mean waiting time. This distribution is not peaked, as we can see from its PDF.\n", + "\n", + "For an illustrative example, lets check out the time between all incidents involving nuclear power since 1974. It's a reasonable first approximation to expect incidents to be well-modeled by a Poisson process, which means the timing of one incident is independent of all others. If this is the case, the time between incidents should be exponentially distributed.\n", + "\n", + "\n", + "To see if this story is credible, we can plot the ECDF of the data with the CDF that we'd get from an exponential distribution with the sole parameter, the mean, given by the mean inter-incident time of the data.\n" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [], + "source": [ + "# Load nuclear power accidents data & create array of inter-incident times\n", + "df = pd.read_csv('../../data/nuclear_power_accidents.csv')\n", + "df.Date = pd.to_datetime(df.Date)\n", + "df = df[df.Date >= pd.to_datetime('1974-01-01')]\n", + "inter_times = np.diff(np.sort(df.Date)).astype(float) / 1e9 / 3600 / 24" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [], + "source": [ + "# Compute mean and sample from exponential\n", + "mean = np.mean(inter_times)\n", + "samples = np.random.exponential(mean, size=10**6)\n", + "\n", + "# Compute ECDFs for sample & model\n", + "x, y = ecdf(inter_times)\n", + "x_theor, y_theor = ecdf(samples)" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Plot sample & model ECDFs\n", + "plt.plot(x_theor, y_theor);\n", + "plt.plot(x, y, marker='.', linestyle='none');" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We see that the data is close to being Exponentially distributed, which means that we can model the nuclear incidents as a Poisson process." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Normal distribution" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The normal distribution, also known as the Gaussian or Bell Curve, appears everywhere. There are many reasons for this. One is the following:\n", + "\n", + "> When doing repeated measurements, we expect them to be normally distributed, owing to the many subprocesses that contribute to a measurement. This is because (a formulation of the Central Limit Theorem) **any quantity that emerges as the sum of a large number of subprocesses tends to be Normally distributed** provided none of the subprocesses is very broadly distributed.\n", + "\n", + "Now it's time to see if this holds for the measurements of the speed of light in the famous Michelson–Morley experiment:" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Below, I'll plot the histogram with a Gaussian curve fitted to it. Even if that looks good, though, that could be due to binning bias. SO then you'll plot the ECDF of the data and the CDF of the model!" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0, 0.5, 'PDF')" + ] + }, + "execution_count": 25, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Load data, plot histogram \n", + "import scipy.stats as st\n", + "df = pd.read_csv('../../data/michelson_speed_of_light.csv')\n", + "df = df.rename(columns={'velocity of light in air (km/s)': 'c'})\n", + "c = df.c.values\n", + "x_s = np.linspace(299.6, 300.1, 400) * 1000\n", + "plt.plot(x_s, st.norm.pdf(x_s, c.mean(), c.std(ddof=1)))\n", + "plt.hist(c, bins=9, density=True)\n", + "plt.xlabel('speed of light (km/s)')\n", + "plt.ylabel('PDF')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## HANDS ON" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Get speed of light measurement + mean & standard deviation\n", + "michelson_speed_of_light = df.c.values\n", + "mean = np.mean(michelson_speed_of_light)\n", + "std = np.std(michelson_speed_of_light, ddof=1)\n", + "\n", + "# Generate normal samples w/ mean, std of data\n", + "samples = np.random.normal(mean, std, size=10000)\n", + "\n", + "# Generate data ECDF & model CDF\n", + "x, y = ecdf(michelson_speed_of_light)\n", + "x_theor, y_theor = ecdf(samples)\n", + "\n", + "# Plot data & model (E)CDFs\n", + "_ = plt.plot(x_theor, y_theor)\n", + "_ = plt.plot(x, y, marker='.', linestyle='none')\n", + "_ = plt.xlabel('speed of light (km/s)')\n", + "_ = plt.ylabel('CDF')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Some of you may ask but is the data really normal? I urge you to check out Allen Downey's post [_Are your data normal? Hint: no._ ](http://allendowney.blogspot.com/2013/08/are-my-data-normal.html)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 4. Joint Probability & Conditional Probability" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Joint Probability" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We have already encountered joint probabilities above, perhaps without knowing it: $P(A,B)$ is the probability two events $A$ and $B$ _both_ occurring.\n", + "* For example, getting two heads in a row.\n", + "\n", + "If $A$ and $B$ are independent, then $P(A,B)=P(A)P(B)$ but be warned: this is not always (or often) the case.\n", + "\n", + "One way to think of this is considering \"AND\" as multiplication: the probability of A **and** B is the probability of A **multiplied** by the probability of B." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### HANDS-ON: JOINT PROBABILITY COIN FLIPPING" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Verify that $P(A,B)=P(A)P(B)$ in the two fair coin-flip case (A=heads, B=heads) by \n", + "- first simulating two coins being flipped together and calculating the proportion of occurences with two heads;\n", + "- then simulating one coin flip and calculating the proportion of heads and then doing that again and multiplying the two proportions.\n", + "\n", + "Your two calculations should give \"pretty close\" results and not the same results due to the (in)accuracy of simulation. " + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "0.2506\n" + ] + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Solution: Calculate P(A,B)\n", + "x_0 = np.random.binomial(2, 0.5, 10000)\n", + "p_ab = sum(x_0==2)/len(x_0)\n", + "plt.hist(x_0);\n", + "print(p_ab)" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0.25254837999999996" + ] + }, + "execution_count": 28, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Solution: Calculate P(A)P(B)\n", + "x_1 = np.random.binomial(1, 0.5, 10000)\n", + "x_2 = np.random.binomial(1, 0.5, 10000)\n", + "p_a = sum(x_1 == 1)/len(x_1)\n", + "p_b = sum(x_2 == 1)/len(x_2)\n", + "p_a*p_b" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Note:** In order to use such simulation and _hacker statistics_ approaches to \"prove\" results such as the above, we're gliding over several coupled and deep technicalities. This is in the interests of the pedagogical nature of this introduction. For the sake of completeness, we'll mention that we're essentially\n", + "- Using the proportion in our simulations as a proxy for the probability (which, although Frequentist, is useful to allow you to start getting your hands dirty with probability via simluation).\n", + "\n", + "Having stated this, for ease of instruction, we'll continue to do so when thinking about joint & conditional probabilities of both simulated and real data. " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### HANDS-ON: joint probability for birds" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "What is the probability that two randomly selected birds have beak depths over 10 ?" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0.724891534007516" + ] + }, + "execution_count": 29, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Calculate P(A)P(B) of two birds having beak lengths > 10\n", + "p_a = (sum(lengths > 10))/len(lengths)\n", + "p_b = (sum(lengths > 10))/len(lengths)\n", + "p_a*p_b" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "* Calculate the joint probability using the resampling method, that is, by drawing random samples (with replacement) from the data. First calculate $P(A)P(B)$:" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0.7246427954999999" + ] + }, + "execution_count": 30, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Calculate P(A)P(B) using resampling methods\n", + "n_samples = 100000\n", + "p_a = sum(np.random.choice(lengths, n_samples, replace=True) > 10)/n_samples\n", + "p_b = sum(np.random.choice(lengths, n_samples, replace=True) > 10)/n_samples\n", + "p_a*p_b" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now calculate $P(A,B)$:" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0.72671" + ] + }, + "execution_count": 31, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Calculate P(A,B) using resampling methods\n", + "n_samples = 100000\n", + "samples = np.random.choice(lengths, (n_samples,2), replace=True)\n", + "_ = samples > (10, 10)\n", + "p_ab = sum(np.prod(_, axis=1))/n_samples\n", + "p_ab" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Task:** Interpret the results of your simulations." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Conditional Probability" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now that we have a grasp on joint probabilities, lets consider conditional probabilities, that is, the probability of some $A$, knowing that some other $B$ is true. We use the notation $P(A|B)$ to denote this. For example, you can ask the question \"What is the probability of a finch beak having depth $<10$, knowing that the finch is of species 'fortis'?\"" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### Example: conditional probability for birds" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "1. What is the probability of a finch beak having depth > 10 ?\n", + "2. What if we know the finch is of species 'fortis'?\n", + "3. What if we know the finch is of species 'scandens'?" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0.8514056224899599" + ] + }, + "execution_count": 32, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "sum(df_12.blength > 10)/len(df_12)" + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0.6942148760330579" + ] + }, + "execution_count": 33, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df_fortis = df_12.loc[df_12['species'] == 'fortis']\n", + "sum(df_fortis.blength > 10)/len(df_fortis)" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "1.0" + ] + }, + "execution_count": 34, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df_scandens = df_12.loc[df_12['species'] == 'scandens']\n", + "sum(df_scandens.blength > 10)/len(df_scandens)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Note:** These proportions are definitely different. We can't say much more currently but we'll soon see how to use hypothesis testing to see what else we can say about the differences between the species of finches." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Joint and conditional probabilities\n", + "\n", + "Conditional and joint probabilites are related by the following:\n", + "$$ P(A,B) = P(A|B)P(B)$$" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Homework exercise for the avid learner:** verify the above relationship using simulation/resampling techniques in one of the cases above." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Hands on example: drug testing" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Question:** Suppose that a test for using a particular drug has 99% sensitivity (true positive rate) and 99% specificity (true negative rate), that is, a 1% false positive rate and 1% false negative rate. Suppose that 0.5% (5 in 1,000) of people are users of the drug. What is the probability that a randomly selected individual with a positive test is a drug user?\n", + "\n", + "**If we can answer this, it will be really cool as it shows how we can move from knowing $P(+|user)$ to $P(user|+)$, a MVP for being able to move from $P(data|model)$ to $P(model|data)$.**" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In the spirit of this workshop, it's now time to harness your computational power and the intuition of simulation to solve this drug testing example. \n", + "\n", + "* Before doing so, what do you think the answer to the question _\"What is the probability that a randomly selected individual with a positive test is a drug user?\"_ is? Write down your guess." + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "metadata": {}, + "outputs": [], + "source": [ + "# Take 10,000 subjects\n", + "n = 100000\n", + "# Sample for number of users, non-users\n", + "users = np.random.binomial(n, 0.005, 1) \n", + "non_users = n - users" + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "metadata": {}, + "outputs": [], + "source": [ + "# How many of these users tested +ve ?\n", + "u_pos = np.random.binomial(users, 0.99)\n", + "# How many of these non-users tested +ve ?\n", + "non_pos = np.random.binomial(non_users, 0.01)" + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([0.3442953])" + ] + }, + "execution_count": 37, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# how many of those +ve tests were for users?\n", + "u_pos/(u_pos+non_pos)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Discussion**: What you have been able to do here is to solve the following problem: you knew $P(+|user)=0.99$, but you were trying to figure out $P(user|+)$. Is the answer what you expected? If not, why not? \n", + "\n", + "If you were surprised at the answer, that's not too surprising: you've experienced the [base rate fallacy](https://en.wikipedia.org/wiki/Base_rate_fallacy). The base rate of 99% true positive may lead one to think that most positive tests will be of users, however the vast majority of the overall population are non-users, which means that there will be more that test positive incorrectly than one would otherwise expect.\n", + "\n", + "**Key note:** This is related to the serious scientific challenge posed at the beginning here: if you know the underlying parameters/model, you can figure out the distribution and the result, but often we have only the experimental result and we're trying to figure out the most appropriate model and parameters.\n", + "\n", + "It is Bayes' Theorem that lets us move between these." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 5. Bayes' Theorem\n", + "\n", + "$$P(B|A) = \\frac{P(A|B)P(B)}{P(A)}$$" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "As you may have guessed, it is Bayes' Theorem that will allow us to move back and forth between $P(data|model)$ and $P(model|data)$. As we have seen, $P(model|data)$ is usually what we're interested in as data scientists yet $P(data|model)$ is what we can easily compute, either by simulating our model or using analytic equations." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**One of the coolest things:** Bayes Theorem can be proved with a few lines of mathematics. Your instructor will do this on the chalk/white-board now." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Bayes Theorem solves the above drug testing problem\n", + "\n", + "Bayes Theorem can be used to analytically derive the solution to the 'drug testing' example above as follows." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "From Bayes Theorem, \n", + "\n", + "$$P(user|+) = \\frac{P(+|user)P(user)}{P(+)}$$\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We can expand the denominator here into \n", + "\n", + "$$P(+) = P(+,user) + P(+,non-user) $$\n", + "\n", + "so that\n", + "\n", + "$$ P(+)=P(+|user)P(user) + P(+|non-user)P(non-user)$$\n", + "\n", + "and \n", + "\n", + "$$P(user|+) = \\frac{P(+|user)P(user)}{P(+|user)P(user) + P(+|non-user)P(non-user)}$$." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Calculating this explicitly yields\n", + "\n", + "$$P(user|+) = \\frac{0.99\\times 0.005}{0.99\\times 0.005 + 0.01\\times 0.995} = 0.332 $$" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "This means that if an individual tests positive, there is still only a 33.2% chance that they are a user! This is because the number of non-users is so high compared to the number of users." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Coming up: from Bayes Theorem to Bayesian Inference!" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.6" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/notebooks/SciPy-2020/01-Student-Probability_a_simulated_introduction.ipynb b/notebooks/SciPy-2020/01-Student-Probability_a_simulated_introduction.ipynb new file mode 100644 index 0000000..078c5f3 --- /dev/null +++ b/notebooks/SciPy-2020/01-Student-Probability_a_simulated_introduction.ipynb @@ -0,0 +1,1324 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# What is probability? A simulated introduction" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "#Import packages\n", + "import numpy as np\n", + "import pandas as pd\n", + "import seaborn as sns\n", + "import matplotlib.pyplot as plt\n", + "%matplotlib inline\n", + "sns.set()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Learning Objectives of Part 1" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "- To have an understanding of what \"probability\" means, in both Bayesian and Frequentist terms;\n", + "- To be able to simulate probability distributions that model real-world phenomena;\n", + "- To understand how probability distributions relate to data-generating **stories**;\n", + "- To understand and be able to simulate joint probabilities and conditional probabilities;\n", + "- To understand Bayes' Theorem and its utility." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 1. Probability" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "> To the pioneers such as Bernoulli, Bayes and Laplace, a probability represented a _degree-of-belief_ or plausibility; how much they thought that something was true, based on the evidence at hand. To the 19th century scholars, however, this seemed too vague and subjective an idea to be the basis of a rigorous mathematical theory. So they redefined probability as the _long-run relative frequency_ with which an event occurred, given (infinitely) many repeated (experimental) trials. Since frequencies can be measured, probability was now seen as an objective tool for dealing with _random_ phenomena.\n", + "\n", + "-- _Data Analysis, A Bayesian Tutorial_, Sivia & Skilling (p. 9)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "What type of random phenomena are we talking about here? One example is:\n", + "\n", + "- Knowing that a website has a click-through rate (CTR) of 10%, we can calculate the probability of having 10 people, 9 people, 8 people ... and so on click through, upon drawing 10 people randomly from the population;\n", + "- But given the data of how many people click through, how can we calculate the CTR? And how certain can we be of this CTR? Or how likely is a particular CTR?\n", + "\n", + "Science mostly asks questions of the second form above & Bayesian thinking provides a wonderful framework for answering such questions. Essentially Bayes' Theorem gives us a way of moving from the probability of the data given the model (written as $P(data|model)$) to the probability of the model given the data ($P(model|data)$).\n", + "\n", + "We'll first explore questions of the 1st type using simulation: knowing the model, what is the probability of seeing certain data?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 2. Simulating probabilities" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "* Let's say that a website has a CTR of 50%, i.e. that 50% of people click through. If we picked 1000 people at random from the population, how likely would it be to find that a certain number of people click?\n", + "\n", + "We can simulate this using `numpy`'s random number generator.\n", + "\n", + "To do so, first note we can use `np.random.rand()` to randomly select floats between 0 and 1 (known as the _uniform distribution_). Below, we do so and plot a histogram:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Draw 1,000 samples from uniform & plot results\n", + "x = ___\n", + "___;" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "To then simulate the sampling from the population, we check whether each float was greater or less than 0.5. If less than or equal to 0.5, we say the person clicked." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Computed how many people click\n", + "clicks = ___\n", + "n_clicks = ___\n", + "f\"Number of clicks = {n_clicks}\"" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The proportion of people who clicked can be calculated as the total number of clicks over the number of people:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Computed proportion of people who clicked\n", + "f\"Proportion who clicked = {___}\"" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Discussion**: Did you get the same answer as your neighbour? If you did, why? If not, why not?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Up for discussion:** Let's say that all you had was this data and you wanted to figure out the CTR (probability of clicking). \n", + "\n", + "* What would your estimate be?\n", + "* Bonus points: how confident would you be of your estimate?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Note:** Although, in the above, we have described _probability_ in two ways, we have not described it mathematically. We're not going to do so rigorously here, but we will say that _probability_ defines a function from the space of possibilities (in the above, the interval $[0,1]$) that describes how likely it is to get a particular point or region in that space. Mike Betancourt has an elegant [Introduction to Probability Theory (For Scientists and Engineers)](https://betanalpha.github.io/assets/case_studies/probability_theory.html) that I can recommend." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Hands-on: more clicking" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Use random sampling to simulate how many people click when the CTR is 0.7. How many click? What proportion?" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Solution\n", + "clicks = ___\n", + "n_clicks = ___\n", + "print(f\"Number of clicks = {___}\")\n", + "print(f\"Proportion who clicked = {___}\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "_Discussion point_: This model is known as the bias coin flip. \n", + "- Can you see why?\n", + "- Can it be used to model other phenomena?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Galapagos finch beaks" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "You can also calculate such proportions with real-world data. Here we import a dataset of Finch beak measurements from the Galápagos islands. You can find the data [here](https://datadryad.org/resource/doi:10.5061/dryad.9gh90)." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Import and view head of data\n", + "df_12 = pd.read_csv('../../data/finch_beaks_2012.csv')\n", + "df_12.head()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Store lengths in a pandas series\n", + "lengths = ___" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "* What proportion of birds have a beak length > 10 ?" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "p = ___\n", + "p" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Note:** This is the proportion of birds that have beak length $>10$ in your empirical data, not the probability that any bird drawn from the population will have beak length $>10$." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### A proxy for probability\n", + "\n", + "As stated above, we have calculated a proportion, not a probability. As a proxy for the probability, we can simulate drawing random samples (with replacement) from the data seeing how many lengths are > 10 and calculating the proportion (commonly referred to as [hacker statistics](https://speakerdeck.com/jakevdp/statistics-for-hackers)):" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "n_samples = 10000\n", + "___" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Another way to simulate coin-flips" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In the above, you have used the uniform distribution to sample from a series of biased coin flips. I want to introduce you to another distribution that you can also use to do so: the **binomial distribution**.\n", + "\n", + "The **binomial distribution** with parameters $n$ and $p$ is defined as the probability distribution of\n", + "\n", + "> the number of heads seen when flipping a coin $n$ times when with $p(heads)=p$." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Note** that this distribution essentially tells the **story** of a general model in the following sense: if we believe that they underlying process generating the observed data has a binary outcome (affected by disease or not, head or not, 0 or 1, clicked through or not), and that one the of the two outcomes occurs with probability $p$, then the probability of seeing a particular outcome is given by the **binomial distribution** with parameters $n$ and $p$." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Any process that matches the coin flip story is a Binomial process (note that you'll see such coin flips also referred to as Bernoulli trials in the literature). So we can also formulate the story of the Binomial distribution as\n", + "\n", + "> the number $r$ of successes in $n$ Bernoulli trials with probability $p$ of success, is Binomially distributed. " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We'll now use the binomial distribution to answer the same question as above:\n", + "* If P(heads) = 0.7 and you flip the coin ten times, how many heads will come up?\n", + "\n", + "We'll also set the seed to ensure reproducible results." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Set seed\n", + "___\n", + "\n", + "# Simulate one run of flipping the biased coin 10 times\n", + "___" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Simulating many times to get the distribution\n", + "\n", + "In the above, we have simulated the scenario once. But this only tells us one potential outcome. To see how likely it is to get $n$ heads, for example, we need to simulate it a lot of times and check what proportion ended up with $n$ heads." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Simulate 1,000 run of flipping the biased coin 10 times\n", + "x = ___\n", + "\n", + "# Plot normalized histogram of results\n", + "plt.hist(x, density=True, bins=10);" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "* Group chat: what do you see in the above?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Hands-on" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "- If I flip a biased coin ($P(H)=0.3$) 20 times, what is the probability of 5 or more heads?" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Calculate the probability of 5 or more heads for p=0.3\n", + "___" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "- If I flip a fair coin 20 times, what is the probability of 5 or more heads?" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Calculate the probability of 5 or more heads for p=0.5\n", + "___" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "- Plot the normalized histogram of number of heads of the following experiment: flipping a fair coin 10 times." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Plot histogram \n", + "x = ___\n", + "___;" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Note:** you may have noticed that the _binomial distribution_ can take on only a finite number of values, whereas the _uniform distribution_ above can take on any number between $0$ and $1$. These are different enough cases to warrant special mention of this & two different names: the former is called a _probability mass function_ (PMF) and the latter a _probability distribution function_ (PDF). Time permitting, we may discuss some of the subtleties here. If not, all good texts will cover this. I like (Sivia & Skilling, 2006), among many others.\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Question:** \n", + "* Looking at the histogram, can you tell me the probability of seeing 4 or more heads?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Enter the ECDF." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Empirical cumulative distribution functions (ECDFs)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "An ECDF is, as an alternative to a histogram, a way to visualize univariate data that is rich in information. It allows you to visualize all of your data and, by doing so, avoids the very real problem of binning.\n", + "- can plot control plus experiment\n", + "- data plus model!\n", + "- many populations\n", + "- can see multimodality (though less pronounced) -- a mode becomes a point of inflexion!\n", + "- can read off so much: e.g. percentiles.\n", + "\n", + "See Eric Ma's great post on ECDFS [here](https://ericmjl.github.io/blog/2018/7/14/ecdfs/) AND [this twitter thread](https://twitter.com/allendowney/status/1019171696572583936) (thanks, Allen Downey!).\n", + "\n", + "So what is this ECDF? \n", + "\n", + "**Definition:** In an ECDF, the x-axis is the range of possible values for the data & for any given x-value, the corresponding y-value is the proportion of data points less than or equal to that x-value." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Let's define a handy ECDF function that takes in data and outputs $x$ and $y$ data for the ECDF." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "def ecdf(data):\n", + " \"\"\"Compute ECDF for a one-dimensional array of measurements.\"\"\"\n", + " # Number of data points\n", + " n = len(data)\n", + "\n", + " # x-data for the ECDF\n", + " x = np.sort(data)\n", + "\n", + " # y-data for the ECDF\n", + " y = np.arange(1, n+1) / n\n", + "\n", + " return x, y" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Hands-on" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Plot the ECDF for the previous hands-on exercise. Read the answer to the following question off the ECDF: the probability of seeing 4 or more heads?" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Generate x- and y-data for the ECDF\n", + "x_flips, y_flips = ___\n", + "\n", + "# Plot the ECDF\n", + "___;" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 3. PROBABILITY DISTRIBUTIONS AND THEIR STORIES" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Credit:** Thank you to [Justin Bois](http://bois.caltech.edu/) for countless hours of discussion, work and collaboration on thinking about probability distributions and their stories. All of the following is inspired by Justin & his work, if not explicitly drawn from." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "___\n", + "\n", + "In the above, we saw that we could match data-generating processes with binary outcomes to the story of the binomial distribution.\n", + "\n", + "> The Binomial distribution's story is as follows: the number $r$ of successes in $n$ Bernoulli trials with probability $p$ of success, is Binomially distributed. \n", + "\n", + "There are many other distributions with stories also!" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Poisson processes and the Poisson distribution" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In the book [Information Theory, Inference and Learning Algorithms](https://www.amazon.com/Information-Theory-Inference-Learning-Algorithms/dp/0521642981) David MacKay tells the tale of a town called Poissonville, in which the buses have an odd schedule. Standing at a bus stop in Poissonville, the amount of time you have to wait for a bus is totally independent of when the previous bus arrived. This means you could watch a bus drive off and another arrive almost instantaneously, or you could be waiting for hours.\n", + "\n", + "Arrival of buses in Poissonville is what we call a Poisson process. The timing of the next event is completely independent of when the previous event happened. Many real-life processes behave in this way. \n", + "\n", + "* natural births in a given hospital (there is a well-defined average number of natural births per year, and the timing of one birth is independent of the timing of the previous one);\n", + "* Landings on a website;\n", + "* Meteor strikes;\n", + "* Molecular collisions in a gas;\n", + "* Aviation incidents.\n", + "\n", + "Any process that matches the buses in Poissonville **story** is a Poisson process.\n", + "\n", + " " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The number of arrivals of a Poisson process in a given amount of time is Poisson distributed. The Poisson distribution has one parameter, the average number of arrivals in a given length of time. So, to match the story, we could consider the number of hits on a website in an hour with an average of six hits per hour. This is Poisson distributed." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Generate Poisson-distributed data\n", + "samples = ___\n", + "\n", + "# Plot histogram\n", + "___;" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Question:** Does this look like anything to you?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In fact, the Poisson distribution is the limit of the Binomial distribution for low probability of success and large number of trials, that is, for rare events. " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "To see this, think about the stories. Picture this: you're doing a Bernoulli trial once a minute for an hour, each with a success probability of 0.05. We would do 60 trials, and the number of successes is Binomially distributed, and we would expect to get about 3 successes. This is just like the Poisson story of seeing 3 buses on average arrive in a given interval of time. Thus the Poisson distribution with arrival rate equal to np approximates a Binomial distribution for n Bernoulli trials with probability p of success (with n large and p small). This is useful because the Poisson distribution can be simpler to work with as it has only one parameter instead of two for the Binomial distribution." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Hands-on" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Plot the ECDF of the Poisson-distributed data that you generated above." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Generate x- and y-data for the ECDF\n", + "x_p, y_p = ___\n", + "\n", + "# Plot the ECDF\n", + "___;" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Example Poisson distribution: field goals attempted per game" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "This section is explicitly taken from the great work of Justin Bois. You can find more [here](https://github.com/justinbois/dataframed-plot-examples/blob/master/lebron_field_goals.ipynb)." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Let's first remind ourselves of the story behind the Poisson distribution.\n", + "> The number of arrivals of a Poisson processes in a given set time interval is Poisson distributed.\n", + "\n", + "To quote Justin Bois:\n", + "\n", + "> We could model field goal attempts in a basketball game using a Poisson distribution. When a player takes a shot is a largely stochastic process, being influenced by the myriad ebbs and flows of a basketball game. Some players shoot more than others, though, so there is a well-defined rate of shooting. Let's consider LeBron James's field goal attempts for the 2017-2018 NBA season." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "First thing's first, the data ([from here](https://www.basketball-reference.com/players/j/jamesle01/gamelog/2018)):" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "fga = [19, 16, 15, 20, 20, 11, 15, 22, 34, 17, 20, 24, 14, 14, \n", + " 24, 26, 14, 17, 20, 23, 16, 11, 22, 15, 18, 22, 23, 13, \n", + " 18, 15, 23, 22, 23, 18, 17, 22, 17, 15, 23, 8, 16, 25, \n", + " 18, 16, 17, 23, 17, 15, 20, 21, 10, 17, 22, 20, 20, 23, \n", + " 17, 18, 16, 25, 25, 24, 19, 17, 25, 20, 20, 14, 25, 26, \n", + " 29, 19, 16, 19, 18, 26, 24, 21, 14, 20, 29, 16, 9]" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "To show that this LeBron's attempts are ~ Poisson distributed, you're now going to plot the ECDF and compare it with the the ECDF of the Poisson distribution that has the mean of the data (technically, this is the maximum likelihood estimate)." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## HANDS ON" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Generate the x and y values for the ECDF of LeBron's field attempt goals." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Generate x & y data for ECDF\n", + "x_ecdf, y_ecdf = ___" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now we'll draw samples out of a Poisson distribution to get the theoretical ECDF (that is, simulating the model), plot it with the ECDF of the data and see how they look." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Number of times we simulate the model\n", + "n_reps = 1000\n", + "\n", + "# Plot ECDF of data\n", + "plt.plot(x_ecdf, y_ecdf, '.', color='black');\n", + "\n", + "# Plot ECDF of model\n", + "for _ in range(n_reps):\n", + " samples = ___\n", + " x_theor, y_theor = ___\n", + " plt.plot(x_theor, y_theor, '.', alpha=0.01, color='lightgray');\n", + "\n", + "\n", + "# Label your axes\n", + "plt.xlabel('field goal attempts')\n", + "plt.ylabel('ECDF')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "You can see from the ECDF that LeBron's field goal attempts per game are ~ Poisson distributed." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Exponential distribution" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We've encountered a variety of named _discrete distributions_. There are also named _continuous distributions_, such as the exponential distribution and the normal (or Gaussian) distribution. To see what the story of the exponential distribution is, let's return to Poissonville, in which the number of buses that will arrive per hour are Poisson distributed.\n", + "However, the waiting time between arrivals of a Poisson process are exponentially distributed.\n", + "\n", + "So: the exponential distribution has the following story: the waiting time between arrivals of a Poisson process are exponentially distributed. It has a single parameter, the mean waiting time. This distribution is not peaked, as we can see from its PDF.\n", + "\n", + "For an illustrative example, lets check out the time between all incidents involving nuclear power since 1974. It's a reasonable first approximation to expect incidents to be well-modeled by a Poisson process, which means the timing of one incident is independent of all others. If this is the case, the time between incidents should be exponentially distributed.\n", + "\n", + "\n", + "To see if this story is credible, we can plot the ECDF of the data with the CDF that we'd get from an exponential distribution with the sole parameter, the mean, given by the mean inter-incident time of the data.\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Load nuclear power accidents data & create array of inter-incident times\n", + "df = pd.read_csv('../../data/nuclear_power_accidents.csv')\n", + "df.Date = pd.to_datetime(df.Date)\n", + "df = df[df.Date >= pd.to_datetime('1974-01-01')]\n", + "inter_times = np.diff(np.sort(df.Date)).astype(float) / 1e9 / 3600 / 24" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Compute mean and sample from exponential\n", + "mean = ___\n", + "samples = ___\n", + "\n", + "# Compute ECDFs for sample & model\n", + "x, y = ___\n", + "x_theor, y_theor = ___" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Plot sample & model ECDFs\n", + "___;\n", + "plt.plot(x, y, marker='.', linestyle='none');" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We see that the data is close to being Exponentially distributed, which means that we can model the nuclear incidents as a Poisson process." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Normal distribution" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The normal distribution, also known as the Gaussian or Bell Curve, appears everywhere. There are many reasons for this. One is the following:\n", + "\n", + "> When doing repeated measurements, we expect them to be normally distributed, owing to the many subprocesses that contribute to a measurement. This is because (a formulation of the Central Limit Theorem) **any quantity that emerges as the sum of a large number of subprocesses tends to be Normally distributed** provided none of the subprocesses is very broadly distributed.\n", + "\n", + "Now it's time to see if this holds for the measurements of the speed of light in the famous Michelson–Morley experiment:" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Below, I'll plot the histogram with a Gaussian curve fitted to it. Even if that looks good, though, that could be due to binning bias. SO then you'll plot the ECDF of the data and the CDF of the model!" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Load data, plot histogram \n", + "import scipy.stats as st\n", + "df = pd.read_csv('../../data/michelson_speed_of_light.csv')\n", + "df = df.rename(columns={'velocity of light in air (km/s)': 'c'})\n", + "c = df.c.values\n", + "x_s = np.linspace(299.6, 300.1, 400) * 1000\n", + "plt.plot(x_s, st.norm.pdf(x_s, c.mean(), c.std(ddof=1)))\n", + "plt.hist(c, bins=9, density=True)\n", + "plt.xlabel('speed of light (km/s)')\n", + "plt.ylabel('PDF')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## HANDS ON" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Get speed of light measurement + mean & standard deviation\n", + "michelson_speed_of_light = df.c.values\n", + "mean = np.mean(michelson_speed_of_light)\n", + "std = np.std(michelson_speed_of_light, ddof=1)\n", + "\n", + "# Generate normal samples w/ mean, std of data\n", + "samples = ___\n", + "\n", + "# Generate data ECDF & model CDF\n", + "x, y = ___\n", + "x_theor, y_theor = ___\n", + "\n", + "# Plot data & model (E)CDFs\n", + "___;\n", + "___;\n", + "plt.xlabel('speed of light (km/s)')\n", + "plt.ylabel('CDF')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Some of you may ask but is the data really normal? I urge you to check out Allen Downey's post [_Are your data normal? Hint: no._ ](http://allendowney.blogspot.com/2013/08/are-my-data-normal.html)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 4. Joint Probability & Conditional Probability" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Joint Probability" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We have already encountered joint probabilities above, perhaps without knowing it: $P(A,B)$ is the probability two events $A$ and $B$ _both_ occurring.\n", + "* For example, getting two heads in a row.\n", + "\n", + "If $A$ and $B$ are independent, then $P(A,B)=P(A)P(B)$ but be warned: this is not always (or often) the case.\n", + "\n", + "One way to think of this is considering \"AND\" as multiplication: the probability of A **and** B is the probability of A **multiplied** by the probability of B." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### HANDS-ON: JOINT PROBABILITY COIN FLIPPING" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Verify that $P(A,B)=P(A)P(B)$ in the two fair coin-flip case (A=heads, B=heads) by \n", + "- first simulating two coins being flipped together and calculating the proportion of occurences with two heads;\n", + "- then simulating one coin flip and calculating the proportion of heads and then doing that again and multiplying the two proportions.\n", + "\n", + "Your two calculations should give \"pretty close\" results and not the same results due to the (in)accuracy of simulation. " + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Solution: Calculate P(A,B)\n", + "x_0 = ___\n", + "p_ab = ___\n", + "___;\n", + "print(p_ab)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Solution: Calculate P(A)P(B)\n", + "x_1 = np.random.binomial(1, 0.5, 10000)\n", + "x_2 = np.random.binomial(1, 0.5, 10000)\n", + "p_a = ___\n", + "p_b = ___\n", + "p_a*p_b" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Note:** In order to use such simulation and _hacker statistics_ approaches to \"prove\" results such as the above, we're gliding over several coupled and deep technicalities. This is in the interests of the pedagogical nature of this introduction. For the sake of completeness, we'll mention that we're essentially\n", + "- Using the proportion in our simulations as a proxy for the probability (which, although Frequentist, is useful to allow you to start getting your hands dirty with probability via simluation).\n", + "\n", + "Having stated this, for ease of instruction, we'll continue to do so when thinking about joint & conditional probabilities of both simulated and real data. " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### HANDS-ON: joint probability for birds" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "What is the probability that two randomly selected birds have beak depths over 10 ?" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Calculate P(A)P(B) of two birds having beak lengths > 10\n", + "p_a = ___\n", + "p_b = ___\n", + "p_a*p_b" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "* Calculate the joint probability using the resampling method, that is, by drawing random samples (with replacement) from the data. First calculate $P(A)P(B)$:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Calculate P(A)P(B) using resampling methods\n", + "n_samples = 100000\n", + "p_a = sum(___)/n_samples\n", + "p_b = sum(___)/n_samples\n", + "p_a*p_b" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now calculate $P(A,B)$:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Calculate P(A,B) using resampling methods\n", + "n_samples = 100000\n", + "samples = ___\n", + "_ = samples > (10, 10)\n", + "p_ab = sum(___)/n_samples\n", + "p_ab" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Task:** Interpret the results of your simulations." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Conditional Probability" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now that we have a grasp on joint probabilities, lets consider conditional probabilities, that is, the probability of some $A$, knowing that some other $B$ is true. We use the notation $P(A|B)$ to denote this. For example, you can ask the question \"What is the probability of a finch beak having depth $<10$, knowing that the finch is of species 'fortis'?\"" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### Example: conditional probability for birds" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "1. What is the probability of a finch beak having depth > 10 ?\n", + "2. What if we know the finch is of species 'fortis'?\n", + "3. What if we know the finch is of species 'scandens'?" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "___" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "df_fortis = df_12.loc[df_12['species'] == 'fortis']\n", + "___" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "df_scandens = df_12.loc[df_12['species'] == 'scandens']\n", + "___" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Note:** These proportions are definitely different. We can't say much more currently but we'll soon see how to use hypothesis testing to see what else we can say about the differences between the species of finches." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Joint and conditional probabilities\n", + "\n", + "Conditional and joint probabilites are related by the following:\n", + "$$ P(A,B) = P(A|B)P(B)$$" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Homework exercise for the avid learner:** verify the above relationship using simulation/resampling techniques in one of the cases above." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Hands on example: drug testing" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Question:** Suppose that a test for using a particular drug has 99% sensitivity (true positive rate) and 99% specificity (true negative rate), that is, a 1% false positive rate and 1% false negative rate. Suppose that 0.5% (5 in 1,000) of people are users of the drug. What is the probability that a randomly selected individual with a positive test is a drug user?\n", + "\n", + "**If we can answer this, it will be really cool as it shows how we can move from knowing $P(+|user)$ to $P(user|+)$, a MVP for being able to move from $P(data|model)$ to $P(model|data)$.**" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In the spirit of this workshop, it's now time to harness your computational power and the intuition of simulation to solve this drug testing example. \n", + "\n", + "* Before doing so, what do you think the answer to the question _\"What is the probability that a randomly selected individual with a positive test is a drug user?\"_ is? Write down your guess." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Take 10,000 subjects\n", + "n = 100000\n", + "# Sample for number of users, non-users\n", + "users = ___\n", + "non_users = ___" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# How many of these users tested +ve ?\n", + "u_pos = ___\n", + "# How many of these non-users tested +ve ?\n", + "non_pos = ___" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# how many of those +ve tests were for users?\n", + "u_pos/(u_pos+non_pos)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Discussion**: What you have been able to do here is to solve the following problem: you knew $P(+|user)=0.99$, but you were trying to figure out $P(user|+)$. Is the answer what you expected? If not, why not? \n", + "\n", + "If you were surprised at the answer, that's not too surprising: you've experienced the [base rate fallacy](https://en.wikipedia.org/wiki/Base_rate_fallacy). The base rate of 99% true positive may lead one to think that most positive tests will be of users, however the vast majority of the overall population are non-users, which means that there will be more that test positive incorrectly than one would otherwise expect.\n", + "\n", + "**Key note:** This is related to the serious scientific challenge posed at the beginning here: if you know the underlying parameters/model, you can figure out the distribution and the result, but often we have only the experimental result and we're trying to figure out the most appropriate model and parameters.\n", + "\n", + "It is Bayes' Theorem that lets us move between these." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 5. Bayes' Theorem\n", + "\n", + "$$P(B|A) = \\frac{P(A|B)P(B)}{P(A)}$$" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "As you may have guessed, it is Bayes' Theorem that will allow us to move back and forth between $P(data|model)$ and $P(model|data)$. As we have seen, $P(model|data)$ is usually what we're interested in as data scientists yet $P(data|model)$ is what we can easily compute, either by simulating our model or using analytic equations." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**One of the coolest things:** Bayes Theorem can be proved with a few lines of mathematics. Your instructor will do this on the chalk/white-board now." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Bayes Theorem solves the above drug testing problem\n", + "\n", + "Bayes Theorem can be used to analytically derive the solution to the 'drug testing' example above as follows." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "From Bayes Theorem, \n", + "\n", + "$$P(user|+) = \\frac{P(+|user)P(user)}{P(+)}$$\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We can expand the denominator here into \n", + "\n", + "$$P(+) = P(+,user) + P(+,non-user) $$\n", + "\n", + "so that\n", + "\n", + "$$ P(+)=P(+|user)P(user) + P(+|non-user)P(non-user)$$\n", + "\n", + "and \n", + "\n", + "$$P(user|+) = \\frac{P(+|user)P(user)}{P(+|user)P(user) + P(+|non-user)P(non-user)}$$." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Calculating this explicitly yields\n", + "\n", + "$$P(user|+) = \\frac{0.99\\times 0.005}{0.99\\times 0.005 + 0.01\\times 0.995} = 0.332 $$" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "This means that if an individual tests positive, there is still only a 33.2% chance that they are a user! This is because the number of non-users is so high compared to the number of users." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Coming up: from Bayes Theorem to Bayesian Inference!" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.6" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/notebooks/SciPy-2020/02-Instructor-Parameter_estimation_hypothesis_testing.ipynb b/notebooks/SciPy-2020/02-Instructor-Parameter_estimation_hypothesis_testing.ipynb new file mode 100644 index 0000000..a0a4dda --- /dev/null +++ b/notebooks/SciPy-2020/02-Instructor-Parameter_estimation_hypothesis_testing.ipynb @@ -0,0 +1,785 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Parameter estimation and hypothesis testing" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "#Import packages\n", + "import numpy as np\n", + "import pandas as pd\n", + "import seaborn as sns\n", + "import matplotlib.pyplot as plt\n", + "import pymc3 as pm\n", + "from ipywidgets import interact\n", + "import arviz as az\n", + "%matplotlib inline\n", + "sns.set()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Learning Objectives of Part 2" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "1. Understand what priors, likelihoods and posteriors are;\n", + "2. Use random sampling for parameter estimation to appreciate the relationship between sample size & the posterior distribution, along with the effect of the prior;\n", + "3. Use probabilistic programming for parameter estimation;\n", + "4. Use probabilistic programming for hypothesis testing." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 1. From Bayes Theorem to Bayesian Inference" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Let's say that we flip a biased coin several times and we want to estimate the probability of heads from the number of heads we saw. Statistical intuition tells us that our best estimate of $p(heads)=$ number of heads divided by total number of flips.\n", + "\n", + "However, \n", + "\n", + "1. It doesn't tell us how certain we can be of that estimate and\n", + "2. This type of intuition doesn't extend to even slightly more complex examples.\n", + "\n", + "Bayesian inference helps us here. We can calculate the probability of a particular $p=p(H)$ given data $D$ by setting $A$ in Bayes Theorem equal to $p$ and $B$ equal to $D$." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "\n", + "$$P(p|D) = \\frac{P(D|p)P(p)}{P(D)} $$\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In this equation, we call $P(p)$ the prior (distribution), $P(D|p)$ the likelihood and $P(p|D)$ the posterior (distribution). The intuition behind the nomenclature is as follows: the prior is the distribution containing our knowledge about $p$ prior to the introduction of the data $D$ & the posterior is the distribution containing our knowledge about $p$ after considering the data $D$." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Note** that we're _overloading_ the term _probability_ here. In fact, we have 3 distinct usages of the word:\n", + "- The probability $p$ of seeing a head when flipping a coin;\n", + "- The resulting binomial probability distribution $P(D|p)$ of seeing the data $D$, given $p$;\n", + "- The prior & posterior probability distributions of $p$, encoding our _uncertainty_ about the value of $p$." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Key concept:** We only need to know the posterior distribution $P(p|D)$ up to multiplication by a constant at the moment: this is because we really only care about the values of $P(p|D)$ relative to each other – for example, what is the most likely value of $p$? To answer such questions, we only need to know what $P(p|D)$ is proportional to, as a function of $p$. Thus we don’t currently need to worry about the term $P(D)$. In fact,\n", + "\n", + "$$P(p|D) \\propto P(D|p)P(p) $$\n", + "\n", + "**Note:** What is the prior? Really, what do we know about $p$ before we see any data? Well, as it is a probability, we know that $0\\leq p \\leq1$. If we haven’t flipped any coins yet, we don’t know much else: so it seems logical that all values of $p$ within this interval are equally likely, i.e., $P(p)=1$, for $0\\leq p \\leq1$. This is known as an uninformative prior because it contains little information (there are other uninformative priors we may use in this situation, such as the Jeffreys prior, to be discussed later). People who like to hate on Bayesian inference tend to claim that the need to choose a prior makes Bayesian methods somewhat arbitrary, but as we’ll now see, if you have enough data, the likelihood dominates over the prior and the latter doesn’t matter so much." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "\n", + "**Essential remark:** we get the whole distribution of $P(p|D)$, not merely a point estimate plus errors bars, such as [95% confidence intervals](http://andrewgelman.com/2018/07/04/4th-july-lets-declare-independence-95/).\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 2. Bayesian parameter estimation I: flip those coins" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now let's generate some coin flips and try to estimate $p(H)$. Two notes:\n", + "- given data $D$ consisting of $n$ coin tosses & $k$ heads, the likelihood function is given by $L:=P(D|p) \\propto p^k(1-p)^{n-k}$;\n", + "- given a uniform prior, the posterior is proportional to the likelihood." + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "def plot_posterior(p=0.6, N=0):\n", + " \"\"\"Plot the posterior given a uniform prior; Bernoulli trials\n", + " with probability p; sample size N\"\"\"\n", + " np.random.seed(42)\n", + " # Flip coins \n", + " n_successes = np.random.binomial(N, p)\n", + " # X-axis for PDF\n", + " x = np.linspace(0, 1, 100)\n", + " # Prior\n", + " prior = 1\n", + " # Compute posterior, given the likelihood (analytic form)\n", + " posterior = x**n_successes*(1-x)**(N-n_successes)*prior\n", + " posterior /= np.max(posterior) # so that peak always at 1\n", + " plt.plot(x, posterior)\n", + " plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAXYAAAD7CAYAAAB+B7/XAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4xLjEsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy8QZhcZAAAgAElEQVR4nO3de1RTZ7438G8uJBCuISQBuQsIcketIlUsasEqYNV2au3UnjMdW6fT4xlnvbPao65x5pxj7XTmjD0976xzXrrmnV5G59XptF5mWqReq+JdEEQQkPstCYQ7AZLs/f5hy5R6CYEkO9n5fdZql5udwPcx8HWz8+xnC1iWZUEIIYQ3hFwHIIQQYltU7IQQwjNU7IQQwjNU7IQQwjNU7IQQwjNU7IQQwjNU7IQQwjNirgMAQG/vMBjG+un0CoUPenqG7JDIedGY3QON2T1Md8xCoQByufdD9ztFsTMMO61i/+a57obG7B5ozO7BHmOmUzGEEMIzVOyEEMIzVOyEEMIzUyr2oaEh5Ofno62t7b591dXVWL9+PfLy8rBz506YTCabhySEEDJ1Fov95s2beP7559HU1PTA/T/72c/w85//HMePHwfLsjh06JCtMxJCCLGCxWI/dOgQdu/eDZVKdd++9vZ2jI6OIj09HQCwfv16FBcX2z4lIcTuaAVv/rA43XHPnj0P3afVaqFUKie2lUolNBqNbZIRQuzKaGJQ2dCDOy19uNPaizbtMKQSIWRSMXxkEsyLC8LjKSEI9PPkOiqx0ozmsTMMA4FAMLHNsuyk7alSKHymnUGp9J32c10Vjdk92GvMDMPibFkb/vhFNbS9BkjEQiREBWLB3GCYzAyGDEZ09Qzjs3ONOHy+ERlzVPiH/EREz/K3S55vo9fZNmZU7MHBwdDpdBPb3d3dDzxlY0lPz9C0Jukrlb7Q6Qatfp4rozG7B3uNuaFjAB8W16BVO4RItS9+8mwq5kYGwkN8/1lZXZ8BFyo7caasHT999ys8+0QMViwIg3AaB29TQa/z1AmFgkceEM+o2ENDQyGVSnH9+nXMnz8fR44cQXZ29kw+JSHETi5UduLD4jvw9/bAq4VJeGyu6pElrQzwwtNLZ2P5/DB88HkN/nSyDpUNPfhhQSL8ZBIHJifWmtY89i1btqCyshIA8Jvf/AZ79+7FqlWrMDIygs2bN9s0ICFkZhiGxcFTdfj936oRG+qH3f+4EIsS1VM+8vaTSfBPG1KwOS8ed1r78B//rxxDBqOdU5OZEDjDzazpVMzU0Zjdg63GzDAsio5V4Uq1FivmheG5FbEQi6Z/XeKtxh6890kFwlW++F8b0+Eltd1yU/Q6T52lUzF05SkhPMWyLD4uuYMr1Vo8+0QMXsidM6NSB4DkaAV+tDYZzV2D+M8/38SY0WyjtMSWqNgJ4am/nG3A2fIOrFkciacyI232eTPmKPFKYSLq2vvxYXGNzT4vsR0qdkJ46Murrfj8UjOeSJ+F9dmzbf75F85VY+2SaFyq0qD0VqfNPz+ZGSp2QnimtrUPB0/VIyMuCN/PjZ/WtSVTkb84CnPCA/Dx8Vpo9CN2+RpkeqjYCeGRgeFx/M+RWwgK8MTLaxIhFNqn1IF7b+C9UpAIsUiA/zlSBZOZsdvXItahYieEJ76ZATNkMOG1p5Mh87T/DdIC/Tzxj6vnolkziCPnG+3+9cjUULETwhN/vdiE2029+H7uHESoHXdp/rw5SixOUuP4lRZoeumUjDOgYieEB1o0gzh2oQmLEtVYmhri8K//zBOxEImEOHiy3uFfm9yPip0QF2dmGPzhixp4e4rxwpNz7PZm6aPIfaUozIpCeX03Ku72OPzrk8mo2AlxccevtKK5axDfz42Hj5cHZzmefCwc6kAZ/nSyjt5I5RgVOyEurLNnGIfPNWL+HCUWJFi/sqotiUVCPL8iDhr9CE5cu/82msRxqNgJcVEsy+LD4juQegjx/dw5XMcBAKTGKJAUHYjPLzVjbJyWG+AKFTshLupqjRa1rX3Y8EQM/H2kXMeZsHZJNIYMRpwua+c6ituiYifEBY0Zzfjz6XpEqHyQnTqL6ziTxIb6IylKjuLLzbRIGEeo2AlxQcWXW9AzMIbnV8bZ9erS6Sp4PBoDI0acLe/gOopbomInxMX09I/ii0vNeCxBhfgIOddxHmhOeAASIgLwxaVmjNNRu8NRsRPiYv58ph4sgGdzYriO8khrl0Sjf3gcZ2/SUbujUbET4kKauwZxpVqLvIXhCPL34jrOI8VHyBEX5o8vr7ZO6w5pZPqo2AlxIX85exfenmKsWmi7G2fY05MLwtHdP4qb9d1cR3ErVOyEuIg7Lb241ajHmsVRDlm50RYy5gQh0E+KE9fpgiVHomInxAWwLItPzt6F3FeK5fNCuY4zZSKhEDkZoahu7kW7bojrOG6Dip0QF3Czvgd32wdQ8HgUJB4iruNYJTttFjzEQpyko3aHoWInxMkxLItPv7oLldwLS1IcvyTvTPnKJFiUqEZpVReGR41cx3ELVOyEOLmyWh3adMNY+3g0xCLX/JFdOT8M40YG527Sja8dwTW/SwhxEyzL4lhpE1RyLyxM5Hb1xpmIUPtiTpg/zpS3g2Vp6qO9UbET4sRu3u1Bi2YIaxZHQiR07R/XpWmzoO01oK6tn+sovOfa3ymE8BjLsjh2oQlB/p5YnBTMdZwZWxCvgqdEhHMVdCWqvVGxE+Kkqhr1aOwcwOrFkS57bv3bpBIRFs5V4VqNDoYxE9dxeM31v1sI4SGWZXG0tAlyXykeT3a9mTAPsyR1FsaMZlyr0XIdhdeo2AlxQrcb9ahv68dTiyLgIebPj2nMLD8EB8pwvpJmx9gTf75jCOGRT0/Xw8fLA0vTnOsmGjMlEAiwNDUEdW396NKPcB2Ht6ZU7MeOHcPq1auRm5uL/fv337e/qqoKGzZsQGFhIV599VUMDAzYPCgh7qK9exhXbndhxfwwSF3sKtOpWJwcDKFAgPMVdNRuLxaLXaPRYN++fThw4AAOHz6MgwcPor6+ftJj9uzZg23btuHo0aOIjo7G73//e7sFJoTvjl9ugcRD5FJrwlgjwEeK5NmBuFjVBYbmtNuFxWIvLS1FZmYmAgICIJPJkJeXh+Li4kmPYRgGw8PDAACDwQBPT0/7pCWE53oHx3CxqgtPLoyAr0zCdRy7yUxSo3dwDHWtfVxH4SWLa39qtVoolcqJbZVKhYqKikmPefPNN/GDH/wAb731Fry8vHDo0CGrQigUPlY9/tuUSt9pP9dV0Zj566+XWsCyLJ5eFgOlwpvrOHbzZKYXPiy+g4rGXiyZHzHxcXd5nb/NHmO2WOwMw0Ag+PvNclmWnbQ9OjqKnTt34oMPPkBqair+8Ic/4I033kBRUdGUQ/T0DE3rDitKpS90ukGrn+fKaMz8NTJqwueljViQoEKwwpv3Y06LUeBceTvWLYmCWCR0m9f526Y7ZqFQ8MgDYounYoKDg6HT6Sa2dTodVKq/r1lRW1sLqVSK1NRUAMBzzz2HK1euWB2UEHd3vqIDo+Nm5C2MsPxgHlg0V40hgxHVzb1cR+Edi8WelZWFixcvQq/Xw2AwoKSkBNnZ2RP7IyMj0dXVhYaGBgDAyZMnkZKSYr/EhPAQw7A4cb0NcWH+iA7x4zqOQyTPVsBLKsaV2xquo/COxVMxarUa27dvx+bNm2E0GvHMM88gNTUVW7ZswbZt25CSkoK9e/fiJz/5CViWhUKhwFtvveWI7ITwxo1aHbr7R/Hc8liuoziMh1iI+XOUuF6rxWaTmes4vDKlGycWFBSgoKBg0sfef//9iT8vW7YMy5Yts20yQtxIybVWBPl7IiNOafnBPLIwUYXzlZ2ouNuDWSEBXMfhDbrylBCONXYOoL6tHyvnh0EoFFh+Ao/MjZTDV+aBy9W0dowtUbETwrEvr7bCUyLi3fIBUyESCrEgXoWK+m6M0oqPNkPFTgiHegfHcLVGi6Wps+AlndKZUd5ZEK/EuInBjTt01G4rVOyEcOh0WTsYhsWK+fxcPmAq5kQEwNtTjIu3aO0YW6FiJ4QjRhODr8rbkRqjgEou4zoOZ0RCIdLjgnC1qgsmM8N1HF6gYieEI1drNBgYMWLlgnCuo3Bu/hwVhkdNqKGLlWyCip0Qjpy83oYQhQyJUXKuo3AuKVoOT4kI12t1lh9MLKJiJ4QDdzv60dg5iOXzwiatveSuPMQiLJirRlld97TWjSKTUbETwoGT19vgKREhKzmY6yhOIytlFgaGx1Hf3s91FJdHxU6Ig/UPjeFqtRZLUkLcdorjg8yfq4JYJMANOh0zY1TshDjYVzc7YGZYLJ8fxnUUpyLz9EBiVCCu39GBpTsrzQgVOyEOZGYYnCnvQFKUHMGB7jvF8WHmzVGiZ2AUbbphrqO4NCp2QhyovK4HvYNjyJlHR+sPkhqjAACU13dznMS1UbET4kCny9oQ6CdFWqyC6yhOKcBHiugQX9ykYp8RKnZCHKSzZxi3m3qxLD0UIiH96D1MWmwQGjsG0D88znUUl0XfXYQ4yOmydoiEAmS74SqO1kiLCQILoOIuHbVPFxU7IQ4wNm7GhcouLEhQwd9bwnUcpxah9oHcV4qb9T1cR3FZVOyEOMCl210wjJmQk+G+qzhOlUAgQFpsEKoa9TDSLfOmhYqdEDtjWRany9oRqvRGXJg/13FcQnqsAmNGM2pa+riO4pKo2Amxs8bOQbRohpCTEUrrwkxRQoQcErGQZsdMExU7IXZ2uqwNUg8RFifRujBTJfEQITEqEDfru+kq1GmgYifEjoYMRlyp1mJxkprWhbFSelwQegbG0N5NV6Fai4qdEDsqreyE0cTgCXrT1GrJ0YEAgMoGmh1jLSp2QuyEZVmcLu9ATKgfItS+XMdxOYF+nghTeqPyLhW7tajYCbGT6uZeaPQjNMVxBlJmK1DX1g/DmInrKC6Fip0QOzlT1g4fLw88lqDiOorLSpmtgJlhcbuJ7oVqDSp2Quygb2gMZXXdWJISAg+xiOs4Lis2zB+eEhGdZ7cSFTshdnDu65tpLEundWFmQiwSIikqEJUNPTTt0QpU7ITYGMOwOHuzA4lRcqjpZhozlhKjQO8gTXu0BhU7ITZW0dAD/cAYnkinN01tgaY9Wm9KxX7s2DGsXr0aubm52L9//337Gxoa8OKLL6KwsBAvv/wy+vvpLuPEfZ0pa4e/jwTpcUFcR+EFmvZoPYvFrtFosG/fPhw4cACHDx/GwYMHUV9fP7GfZVn86Ec/wpYtW3D06FHMnTsXRUVFdg1NiLPq7jOg8m4PslNnQSyiX4htJSWGpj1aw+J3XmlpKTIzMxEQEACZTIa8vDwUFxdP7K+qqoJMJkN2djYAYOvWrXjhhRfsl5gQJ3b2ZgcgAN1Mw8ZSou9Ne6xppmmPU2Gx2LVaLZRK5cS2SqWCRqOZ2G5paUFQUBB27NiBdevWYffu3ZDJ6A0j4n5MZgbnbnYgLSYICn9PruPwSmyYP6QeItxq0nMdxSVYXJWIYZhJS42yLDtp22Qy4cqVK/jjH/+IlJQUvPvuu3j77bfx9ttvTzmEQuFjZey/Uyrd71JtGrNzOlfejoERI9Y+EWuTvK4wZlt71JhT44JQ09zHu78Xe4zHYrEHBwfj2rVrE9s6nQ4q1d+vpFMqlYiMjERKSgoAID8/H9u2bbMqRE/PEBjG+jmqSqUvdLpBq5/nymjMzuvo2XoE+XsiPNBrxnldZcy2ZGnMc0L9cfW2BlW1Gqjk/DgrMN3XWSgUPPKA2OKpmKysLFy8eBF6vR4GgwElJSUT59MBICMjA3q9HjU1NQCAU6dOISkpyeqghLiyzp5h1LT0YVn6LAiFdDMNe/hm2uOtRjodY4nFI3a1Wo3t27dj8+bNMBqNeOaZZ5CamootW7Zg27ZtSElJwe9+9zvs2rULBoMBwcHBeOeddxyRnRCncaasAyKhAEtS6U1Te1HJvRDk74mqRj2WzwvjOo5Tm9LK/wUFBSgoKJj0sffff3/iz2lpafjkk09sm4wQFzFuNONCZSfmxyvh7y3hOg5vCQQCJEcH4tJtDUxmhqaTPgL9zRAyQ1eqtRgZM9HyvA6QFK3A6LgZd9vpIshHoWInZIZOl7UjRCHDnPAArqPw3txIOYQCAapo2uMjUbETMgPNXYNo7BzAExmhk6YBE/uQeYoxO9QPtxqo2B+Fip2QGThd1gaJhxCPJwdzHcVtJEcForlrEAMj41xHcVpU7IRM08ioEZeqNMhMVEPm6cF1HLeRNDsQLIBquqvSQ1GxEzJNF251YdzEICeDpt45UnSwH2RSMZ1nfwQqdkKmgWVZnClrR3SIHyKD+XWJu7MTCgWYGynH7SY93VXpIajYCZmGmpY+dPaMYPk8muLIhaToQOgHxtClH+E6ilOiYidkGk6XtcPbU4zHElSWH0xsLvHr5QWqaHmBB6JiJ8RKvYNjKKvVYUlqCCQeIq7juCVVgBeUAZ64TW+gPhAVOyFWOlveDoZh6UpTjiVFBaK6pRcmM8N1FKdDxU6IFUxmBmdvdiB5toI3S8e6qqToQIyNm9HQMcB1FKdDxU6IFW7U6tA/NE5vmjqBuZFyCAR0nv1BqNgJscKpG+0I8vdEymwF11HcnszTA9EhfrhN89nvQ8VOyBS1aYdQ29qHnHmhdDMNJ5EUFYiGzgGMjBq5juJUqNgJmaJTZe3wEAuxlG6m4TSSogPBskB1M82O+TYqdkKmYGTUiNJbnVg4VwUfL1oXxlnMnuUHqURE0x6/g4qdkCk4X9GJcSODlfPDuY5CvkUsEiIhPIDWjfkOKnZCLGBYFqdutCM2zJ/WhXFCiVGB0PYa0N1n4DqK06BiJ8SCyrs90PYZsHI+reLojCaWF6Cj9glU7IRYcPJ6GwJ8JJg3R8l1FPIAsxQyBPhIUEXn2SdQsRPyCJ09w7jVqEdORijEIvpxcUYCgeDe8gJNejAMLeMLULET8kinrrdDLBJgWTpdaerMEqMDMTxqQot2kOsoToGKnZCHGBk14nxlJx5LUMPPW8J1HPIIiVG0jO+3UbET8hDnKjoxZjQj9zGa4ujs/L0lCFN603z2r1GxE/IAZobBiWttmBMeQFMcXURiVCDq2vowZjRzHYVzVOyEPEB5XTd6BkbpaN2FJEUHwmRmUdfax3UUzlGxE/IAX15tRZC/J9Jjg7iOQqZoTngAxCIBzWcHFTsh92nqGkBtWz9WLginVRxdiNRDhLiwAFQ10nl2KnZCvuPLq63wlIiwNDWE6yjESolRcrTphtA/NMZ1FE5RsRPyLfqBUVyp1mJJagi8pGKu4xArJUffuwGKu8+OmVKxHzt2DKtXr0Zubi7279//0MedOXMGy5cvt1k4QhztxPU2sCyQu4DeNHVF4Wof+Hh54Jabz2e3eEii0Wiwb98+fPrpp5BIJNi4cSMWLVqE2NjYSY/r7u7Gr371K7sFJcTeDGMmnC1vx4IEJYICvLiOQ6ZBKBAgMUqO2016sCwLgcA93yOxeMReWlqKzMxMBAQEQCaTIS8vD8XFxfc9bteuXXj99dftEpIQR/jqZgcMY2bkLYzgOgqZgaSoQPQPj6NdN8x1FM5YPGLXarVQKv++qp1KpUJFRcWkx3z00UdITExEWlratEIoFD7Teh4AKJXud/EIjdn2TGYGp8rakRIThIWpzrEuDL3O07N0fgT+8EUNmruHkZHk/G+A2+N1tljsDMNM+nXmu7/e1NbWoqSkBB988AG6urqmFaKnZ2haq7Iplb7Q6dxr0R8as31cut0FXa8Bm1bEOcXfL73OMxOikOFyZSceT1Tb5PPZy3THLBQKHnlAbPFUTHBwMHQ63cS2TqeDSqWa2C4uLoZOp8OGDRvwyiuvQKvVYtOmTVYHJYQrLMui+HILQhQypMQouI5DbCAxKhC1rX0wmtxzeQGLxZ6VlYWLFy9Cr9fDYDCgpKQE2dnZE/u3bduG48eP48iRIygqKoJKpcKBAwfsGpoQW6pq0qNFM4S8hREQuumbbXyTFBWIcRODurZ+rqNwwmKxq9VqbN++HZs3b8bTTz+N/Px8pKamYsuWLaisrHRERkLs6vOLzZD7SpGVHMx1FGIj8REBEAkFbruM75SuwCgoKEBBQcGkj73//vv3PS4sLAynTp2yTTJCHOBuez9qWvqwcXks3SGJR7ykYsSG+uNWox7P5nCdxvHoO5m4tc8vNcPbU4zs9FlcRyE2ljw7EK1a91xegIqduK327mGU1XVjxfwweEpo+QC++WZ5AXe8CpWKnbitLy41Q+IhxEpaPoCXwtU+8JN5uOV5dip24pZ0fQZcvq3BsrRQ+Hh5cB2H2IFQIEBSdCBuNerBsNZfJ+PKqNiJW/rbxWYIBAKsWkTLB/BZcrQCQwYjmrvc62IvKnbidrr7DbhQ2YnstBDIfaVcxyF2lBQdCMD9zrNTsRO388WlFgDA6sxIjpMQe/PzliBS7Yuqhh6uozgUFTtxK/qBUZyr6MDS1BAE+nlyHYc4QPLsQNztGIBhzMR1FIehYidu5YvLLWBZOlp3J8nRgTAzLKqb3eeuSlTsxG30Do7hbHkHFicH04003EhMqD88JSJUutHpGCp24jb+WtoElmVRmBXFdRTiQGKREElRgahs6AHrJtMeqdiJW9D1GfDVzQ5kp82io3U3lBKjgH5gDO3d7nFXJSp24haOXmiEUChAPh2tu6WU2feWF6i46x6nY6jYCe919gyj9FYXcjJCad66m5L7ShGh8qFiJ4QvjpxvhEQsopkwbi4lRoH6tn6MjBq5jmJ3VOyE15q7BnGlWouVC8Lg5y3hOg7hUGqMAgzLoqqJ/9MeqdgJr31yph4+Xh54ahEdrbu7mFn+8PYUo+JuN9dR7I6KnfDWrcYeVDX1oiArCjJPWm/d3QmFAiTPVqDybg/vV3ukYie8xDAs/nz6LpQBnsiZF8p1HOIkUmcrMDDC/9UeqdgJL12s6kKrdgjrs2PoXqZkQtLsQAjA/2mP9B1PeGfcaMZn5xoQFeyLx+aquI5DnIifTILZoX4or+f3eXYqdsI7x6+0QD8whu/lxEIoEHAdhziZ9NggNHcNQj8wynUUu6FiJ7yiHxjF3y41Y368EgmRcq7jECeUEacEAF4ftVOxE1755MxdsCzwXE4s11GIkwpRyKCWe6G8joqdEKdX19aHS7c1WLUwghb6Ig8lEAiQEadEdXMvb2++QcVOeIFhWBz4sg5yXyktHUAsSo8LgplhebtGOxU74YWzNzvQrBnEszkxkEpEXMchTi421B8+Xh68PR1DxU5cXv/QGD45cxdzI+VYNFfNdRziAoRCAdJiFai42wOTmeE6js1RsROXd/BUPYwmM76fOwcCmt5IpigjTomRMRPqWvu4jmJzVOzEpVU16nHptgarMyMRovDmOg5xIUlRgfAQC3GDh6djplTsx44dw+rVq5Gbm4v9+/fft//EiRNYu3YtCgsL8dprr6G/v9/mQQn5LqPJjI9L7kAt98KaxfSGKbGOVCJCcnQgbtTqeLcomMVi12g02LdvHw4cOIDDhw/j4MGDqK+vn9g/NDSEX/ziFygqKsLRo0cRHx+P//qv/7JraEIA4Mj5Jmh7DXgxLx4eYnrDlFhvQYIKvYNjuNvOr4NRi8VeWlqKzMxMBAQEQCaTIS8vD8XFxRP7jUYjdu/eDbX63ptW8fHx6OzstF9iQgA0dg7gi8vNWJoagsSoQK7jEBeVHhsEsUiIqzVarqPYlMVi12q1UCqVE9sqlQoajWZiWy6X48knnwQAjI6OoqioCCtXrrRDVELuMZrM+P3fqhHgI8Vzy+O4jkNcmJdUjJTZgbhWo+XV6RiLdx9gGGbSTAOWZR8482BwcBA//vGPkZCQgHXr1lkVQqHwserx36ZU+k77ua7K3cf80ee30dE9jF9syURkOH/Xg3H319lRli+MxH/sv46eYSMSoxUO//r2GLPFYg8ODsa1a9cmtnU6HVSqyUuharVavPzyy8jMzMSOHTusDtHTMwSGsf5fS6XSFzodvxfM/y53H3NDxwA+OVWHJakhiFDIePt34e6vsyPNVnlDLBLiy0tNUPo49r640x2zUCh45AGxxVMxWVlZuHjxIvR6PQwGA0pKSpCdnT2x32w2Y+vWrXjqqaewc+dOmkdM7MYwZkLRsSrIfaXYuJwW+SK2wcfTMRaP2NVqNbZv347NmzfDaDTimWeeQWpqKrZs2YJt27ahq6sLt2/fhtlsxvHjxwEAycnJ2LNnj93DE/dy4EQtdH0GvLFpHmSeHlzHITzyWIIKZXXduNvej7iwAK7jzNiU7vBbUFCAgoKCSR97//33AQApKSmoqamxfTJCvuXybQ0uVHahICsKc8Jd/wePOJe0b2bHVGt5Uex05Slxehr9CD46fgcxoX4oXBLFdRzCQ15SMdJiFLhSo4WZcf21Y6jYiVMzmsx4+6OrAFi8UpAEkZC+ZYl9ZCUHY2B4HLca9FxHmTH6KSFO7cCJOtS39uGHaxKhpJtnEDtKiVHAx8sDFypd/wJLKnbitM5VdOBseQeeWR6HjDlKy08gZAbEIiEyE9Uor+/GkMHIdZwZoWInTqm5axAfH6/F3Eg5vr8qges4xE08nhICk5nF1WqN5Qc7MSp24nR6B8fw3l8q4CvzwKtrkyAS0bcpcYwItQ/ClN64cKuL6ygzQj8xxKmMjZvx3icVGBkz4Z+fSYWfzLFXAhL3JhAIkJUcgoaOAXT2DHMdZ9qo2InTYBgWRceq0KIdxNbCJESo3W+tFMK9xUlqCAUClLrwUTsVO3EKLMvi4Kl6lNV1Y+OKOKTFBnEdibgpfx8pkmcH4nxlp8veD5WKnTiFY6VN+PJaK1bOD8PK+WFcxyFubvm8UPQPjeP6HR3XUaaFip1w7sS1Vhw+14is5GBsXBlHC8kRziXPVkAl98KJ661cR5kWKnbCqQuVnThwog4ZcUH4x9UJEFKpEycgFAiwYl4Y7rYPoKlrgOs4VqNiJ5z56mYH/u/fqjE3Uo6ta2m5AOJcHk8JgdRDhJPX2riOYjX6SSKcOHWjDR98UYOk6ED88zOpdDNq4nRknmJkpQTjcrUGA8PjXMexChU7cUnkJuIAAAwlSURBVLjiyy34Y0kt0mOD8E8bUiHxoFInzmnFvDCYzCzO3uzgOopVqNiJwzAMiwNf1uLQ6XosSFDhtXXJ8BDTtyBxXrOCvJEUJcepG20YN5q5jjNl9FNFHGLMaMbvPqvEiettyH0sHFsLkyCmpQKIC1izOAr9Q+M4W+46R+30k0Xsrqd/FL/afwPldd14fmUcNq6Ig1BIs1+Ia0iIlCMhIgB/u9SMMRc5aqdiJ3Z1u0mPX35wFV36Eby+PgVPLgjnOhIhVnt66WwMDI/j9I12rqNMyZTueUqItRiGxeeXmvHZuQaEKLzx43XJCFF4cx2LkGmZEx6ApOhAfH6pGU9kzIKnxLmrk47Yic119xnwzoEb+PSrBjyWoMKuzfOp1InLe3ppNIYMRpy87vzz2p37nx3iUliWxfnKTvzpRB0A4OU1c5GVHExLBBBeiJnlj9QYBb641IIlqbPg7+28S0rTETuxiY7uYfz6T2X4w+c1iFT74l9fXojHU0Ko1AmvfC8nFuMmM/50opbrKI9ER+xkRgxjJnx+qRnFl1vgKRFh86p4ZKfNojVfCC/NCvJG/uIoHD7fiMVJ3U67vDQVO5kWk5nBmbJ2HCttwuCIEVnJwfheTiz8nPjXU0JsYfXiSFyp0eLjkjuYEx4AL6nz1ajzJSJOzWgy43xlF7641Izu/lEkRATg2ZxYRIf4cR2NEIcQi4T4h6cSsPfj6/j0qwa88OQcriPdh4qdTMngyDi+utmBL6+1YWB4HNEhvticF4+k6EA6j07cTmyoP5bPC8PJ622IDw/AggQV15EmoWInD8WyLOra+nG2vB1Xa3QwmRkkRwfiqcxIJEQEUKETt/ZsTgyaNAN4/6+3IfeVIibUn+tIE6jYySQsy6JdN4zL1RpcqdZA1zcKL6kIy9JmYVnGLIQpfbiOSIhTkHiI8E8bUrHno2t47y8V2LV5AZQBXlzHAkDFTnDvvHltWz9u1nejor4H2j4DhAIB5kbJUZAVjccSVJBKaGldQr7LTybBT55Nw1sfX8e7f76J7d9LQ5A/9+VOxe6GhgxGNHUNoL6tH7WtfahvH4DJzEAsEiIxSo68heGYH6+iGS6ETEGIwhuvr0/Be3+pwL9+cA2vFiYhKTqQ00xTKvZjx47hv//7v2EymfDSSy/hhRdemLS/uroaO3fuxPDwMBYsWIBf/vKXEIvp3wyuGU1maPtG0dUzjDbdMNp1Q2jRDEHbZwAACARAhNoXK+aHIj5CjrkRcjoyJ2Qa4iPk+PlLj+F/f1aJ3x4sx9NLo7FqUSRn9xuw2L4ajQb79u3Dp59+ColEgo0bN2LRokWIjY2deMzPfvYz/Pu//zvS09OxY8cOHDp0CJs2bbJrcHdmZhgMj5owbDBicMSI/uFxDAyPo3dwDPrBUegHxtDdb0DvwBjYr58jAKCUeyFM5YOlaSGIDvFDVLAfZJ70DzAhtqAOlGHXiwvwYXENPjvXiFM32pEzLxRPZITCT+bY334t/lSXlpYiMzMTAQEBAIC8vDwUFxfj9ddfBwC0t7djdHQU6enpAID169fjvffes3uxm8wMLt3qhL53ZMafi2VZyw+67zkA+01tspgoULAA8/XnY9l7n5thWbBff5xhWDDsvdUPzQwDM8PCZL73Z5OJhcnMYNxkhtHEYNzIYMxoxrjRDMO4GYYxE8aMZoyMmh6YSSQUQO4rRaCvFPHhAVDLZVDJvaAOlGFWkDekdAs6QuxKKhFhS0EislKCUXK1FYfPNeLYhSaEKr0RpvRBqNIbXlIxPERCyKRirAi0z+J4Fotdq9VCqVRObKtUKlRUVDx0v1KphEajsSqEQmH9TIvSig7s/fCq1c9zRgLBvYsexCIBJB4ieIhFkIiFkEpE8JSI4esjhdpTDJnUAzJPMXxkEvjKPODj5QF/HykCfO/95+cthYinN7BQKn25juBwNGbXpVL5IWdhFFo1gzh5tQWNHQOoaelF6a2uSY9TBvkgI972c+AtFjvDMJPmK7MsO2nb0v6p6OkZAsNYd9QcF+KL//PmCmh1g1Y976GmkPm7j/j2UwQCwcR+geDe/wQAhAIBBIJ7+4VCAYQCQCgUQPT1f/c+Jpjy35lS6QvdA8ZsGjVCP2qc0udwNQ8bM5/RmPnBUwisWRQxsT0yasTouBkm873eTIxTTWvMQqHgkQfEFos9ODgY165dm9jW6XRQqVST9ut0uont7u7uSfvtaZbSBx6w/jQKIYRwQebpAZmnh92/jsW3bLOysnDx4kXo9XoYDAaUlJQgOzt7Yn9oaCikUimuX78OADhy5Mik/YQQQhzLYrGr1Wps374dmzdvxtNPP438/HykpqZiy5YtqKysBAD85je/wd69e7Fq1SqMjIxg8+bNdg9OCCHkwQTsdKaE2Nh0zrED/DwnZwmN2T3QmN3DdMds6Rw73UGJEEJ4hoqdEEJ4hoqdEEJ4ximuJxfO4KKamTzXVdGY3QON2T1MZ8yWnuMUb54SQgixHToVQwghPEPFTgghPEPFTgghPEPFTgghPEPFTgghPEPFTgghPEPFTgghPEPFTgghPEPFTgghPOMSxX7s2DGsXr0aubm52L9//337q6ursX79euTl5WHnzp0wmR58s2dXYmnMJ06cwNq1a1FYWIjXXnsN/f39HKS0LUtj/saZM2ewfPlyByazH0tjbmhowIsvvojCwkK8/PLLbvE6V1VVYcOGDSgsLMSrr76KgYEBDlLa1tDQEPLz89HW1nbfPrv0F+vkurq62JycHLa3t5cdHh5mCwoK2Lq6ukmPWbNmDVtWVsayLMv+y7/8C7t//34uotqMpTEPDg6yjz/+ONvV1cWyLMu+++677L/9279xFdcmpvI6syzL6nQ6dtWqVWxOTg4HKW3L0pgZhmFzc3PZs2fPsizLsr/+9a/Zd955h6u4NjGV1/n5559nz5w5w7Isy+7du5f97W9/y0VUmykvL2fz8/PZpKQktrW19b799ugvpz9iLy0tRWZmJgICAiCTyZCXl4fi4uKJ/e3t7RgdHUV6ejoAYP369ZP2uyJLYzYajdi9ezfUajUAID4+Hp2dnVzFtQlLY/7Grl278Prrr3OQ0PYsjbmqqgoymWziVpNbt27FCy+8wFVcm5jK68wwDIaHhwEABoMBnp6eXES1mUOHDmH37t0PvBe0vfrL6Ytdq9VCqVRObKtUKmg0mofuVyqVk/a7IktjlsvlePLJJwEAo6OjKCoqwsqVKx2e05YsjRkAPvroIyQmJiItLc3R8ezC0phbWloQFBSEHTt2YN26ddi9ezdkMhkXUW1mKq/zm2++iV27dmHJkiUoLS3Fxo0bHR3Tpvbs2YMFCxY8cJ+9+svpi51hGAgEf1+ikmXZSduW9ruiqY5pcHAQr7zyChISErBu3TpHRrQ5S2Oura1FSUkJXnvtNS7i2YWlMZtMJly5cgXPP/88PvvsM4SHh+Ptt9/mIqrNWBrz6Ogodu7ciQ8++ADnz5/Hpk2b8MYbb3AR1SHs1V9OX+zBwcHQ6XQT2zqdbtKvNN/d393d/cBfeVyJpTED9/6l37RpE+Lj47Fnzx5HR7Q5S2MuLi6GTqfDhg0b8Morr0yM35VZGrNSqURkZCRSUlIAAPn5+aioqHB4TluyNOba2lpIpVKkpqYCAJ577jlcuXLF4TkdxV795fTFnpWVhYsXL0Kv18NgMKCkpGTinCMAhIaGQiqV4vr16wCAI0eOTNrviiyN2Ww2Y+vWrXjqqaewc+dOl/8NBbA85m3btuH48eM4cuQIioqKoFKpcODAAQ4Tz5ylMWdkZECv16OmpgYAcOrUKSQlJXEV1yYsjTkyMhJdXV1oaGgAAJw8eXLiHzY+slt/zfjtVwc4evQou2bNGjY3N5ctKipiWZZlf/jDH7IVFRUsy7JsdXU1u2HDBjYvL4/96U9/yo6NjXEZ1yYeNeaSkhI2Pj6eLSwsnPhvx44dHCeeOUuv8zdaW1t5MSuGZS2Puby8nN2wYQO7evVq9gc/+AHb3d3NZVybsDTmM2fOsAUFBWx+fj770ksvsS0tLVzGtZmcnJyJWTH27i+6gxIhhPCM05+KIYQQYh0qdkII4RkqdkII4RkqdkII4RkqdkII4RkqdkII4RkqdkII4RkqdkII4Zn/D5AhE897kzAqAAAAAElFTkSuQmCC\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plot_posterior(N=10)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "* Now use the great ipywidget interact to check out the posterior as you generate more and more data (you can also vary $p$):" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "a2b8fe422627493b8e50a595a5a0c825", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "interactive(children=(FloatSlider(value=0.6, description='p', max=1.0, step=0.01), IntSlider(value=0, descript…" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "interact(plot_posterior, p=(0, 1, 0.01), N=(0, 1500));" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Notes for discussion:**\n", + "\n", + "* as you generate more and more data, your posterior gets narrower, i.e. you get more and more certain of your estimate.\n", + "* you need more data to be certain of your estimate when $p=0.5$, as opposed to when $p=0$ or $p=1$. " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### The choice of the prior" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "You may have noticed that we needed to choose a prior and that, in the small to medium data limit, this choice can affect the posterior. We'll briefly introduce several types of priors and then you'll use one of them for the example above to see the effect of the prior:\n", + "\n", + "- **Informative priors** express specific, definite information about a variable, for example, if we got a coin from the mint, we may use an informative prior with a peak at $p=0.5$ and small variance. \n", + "- **Weakly informative priors** express partial information about a variable, such as a peak at $p=0.5$ (if we have no reason to believe the coin is biased), with a larger variance.\n", + "- **Uninformative priors** express no information about a variable, except what we know for sure, such as knowing that $0\\leq p \\leq1$.\n", + "\n", + "Now you may think that the _uniform distribution_ is uninformative, however, what if I am thinking about this question in terms of the probability $p$ and Eric Ma is thinking about it in terms of the _odds ratio_ $r=\\frac{p}{1-p}$? Eric rightly feels that he has no prior knowledge as to what this $r$ is and thus chooses the uniform prior on $r$.\n", + "\n", + "With a bit of algebra (transformation of variables), we can show that choosing the uniform prior on $p$ amounts to choosing a decidedly non-uniform prior on $r$ and vice versa. So Eric and I have actually chosen different priors, using the same philosophy. How do we avoid this happening? Enter the **Jeffreys prior**, which is an uninformative prior that solves this problem. You can read more about the Jeffreys prior [here](https://en.wikipedia.org/wiki/Jeffreys_prior) & in your favourite Bayesian text book (Sivia gives a nice treatment). \n", + "\n", + "In the binomial (coin flip) case, the Jeffreys prior is given by $P(p) = \\frac{1}{\\sqrt{p(1-p)}}$.\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### Hands-on" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "* Create an interactive plot like the one above, except that it has two posteriors on it: one for the uniform prior, another for the Jeffries prior." + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [], + "source": [ + "# Solution\n", + "def plot_posteriors(p=0.6, N=0):\n", + " np.random.seed(42)\n", + " n_successes = np.random.binomial(N, p)\n", + " x = np.linspace(0.01, 0.99, 100)\n", + " posterior1 = x**n_successes*(1-x)**(N-n_successes) # w/ uniform prior\n", + " posterior1 /= np.max(posterior1) # so that peak always at 1\n", + " plt.plot(x, posterior1, label='Uniform prior')\n", + " jp = np.sqrt(x*(1-x))**(-1) # Jeffreys prior\n", + " posterior2 = posterior1*jp # w/ Jeffreys prior\n", + " posterior2 /= np.max(posterior2) # so that peak always at 1 (not quite correct to do; see below)\n", + " plt.plot(x, posterior2, label='Jeffreys prior')\n", + " plt.legend()\n", + " plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "ad9040b7630c4b36ab6392914eddf494", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "interactive(children=(FloatSlider(value=0.6, description='p', max=1.0, step=0.01), IntSlider(value=0, descript…" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "interact(plot_posteriors, p=(0, 1, 0.01), N=(0, 100));" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Question:** What happens to the posteriors as you generate more and more data?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 3. Bayesian parameter estimation using PyMC3" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Well done! You've learnt the basics of Bayesian model building. The steps are\n", + "1. To completely specify the model in terms of _probability distributions_. This includes specifying \n", + " - what the form of the sampling distribution of the data is _and_ \n", + " - what form describes our _uncertainty_ in the unknown parameters (This formulation is adapted from [Fonnesbeck's workshop](https://github.com/fonnesbeck/intro_stat_modeling_2017/blob/master/notebooks/2.%20Basic%20Bayesian%20Inference.ipynb) as Chris said it so well there).\n", + "2. Calculate the _posterior distribution_.\n", + "\n", + "In the above, the form of the sampling distribution of the data was Binomial (described by the likelihood) and the uncertainty around the unknown parameter $p$ captured by the prior." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now it is time to do the same using the **probabilistic programming language** PyMC3. There's _loads of cool stuff_ about PyMC3 and this paradigm, two of which are\n", + "- _probabililty distributions_ are first class citizens, in that we can assign them to variables and use them intuitively to mirror how we think about priors, likelihoods & posteriors.\n", + "- PyMC3 calculates the posterior for us!\n", + "\n", + "Under the hood, PyMC3 will compute the posterior using a sampling based approach called Markov Chain Monte Carlo (MCMC) or Variational Inference. Check the [PyMC3 docs](https://docs.pymc.io/) for more on these. \n", + "\n", + "But now, it's time to bust out some MCMC and get sampling!" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Parameter estimation I: click-through rate" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "A common experiment in tech data science is to test a product change and see how it affects a metric that you're interested in. Say that I don't think enough people are clicking a button on my website & I hypothesize that it's because the button is a similar color to the background of the page. Then I can set up two pages and send some people to each: the first the original page, the second a page that is identical, except that it has a button that is of higher contrast and see if more people click through. This is commonly referred to as an A/B test and the metric of interest is click-through rate (CTR), what proportion of people click through. Before even looking at two rates, let's use PyMC3 to estimate one.\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "First generate click-through data, given a CTR $p_a=0.15$." + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [], + "source": [ + "# click-through rates\n", + "p_a = 0.15\n", + "N = 150\n", + "n_successes_a = np.sum(np.random.binomial(N, p_a))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now it's time to build your probability model. Noticing that our model of having a constant CTR resulting in click or not is a biased coin flip,\n", + "- the sampling distribution is binomial and we need to encode this in the likelihood;\n", + "- there is a single parameter $p$ that we need to describe the uncertainty around, using a prior and we'll use a uniform prior for this.\n", + "\n", + "These are the ingredients for the model so let's now build it:" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [], + "source": [ + "# Build model of p_a\n", + "with pm.Model() as Model:\n", + " # Prior on p\n", + " prob = pm.Uniform('p')\n", + " # Binomial Likelihood\n", + " y = pm.Binomial('y', n=N, p=prob, observed=n_successes_a)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Discussion:** \n", + "- What do you think of the API for PyMC3. Does it reflect how we think about model building?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "It's now time to sample from the posterior using PyMC3. You'll also plot the posterior:" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Auto-assigning NUTS sampler...\n", + "Initializing NUTS using jitter+adapt_diag...\n", + "Multiprocess sampling (4 chains in 4 jobs)\n", + "NUTS: [p]\n", + "Sampling 4 chains: 100%|██████████| 10000/10000 [00:01<00:00, 5931.68draws/s]\n", + "The acceptance probability does not match the target. It is 0.8922666867337682, but should be close to 0.8. Try to increase the number of tuning steps.\n", + "The acceptance probability does not match the target. It is 0.8878163923648399, but should be close to 0.8. Try to increase the number of tuning steps.\n" + ] + } + ], + "source": [ + "with Model:\n", + " samples = pm.sample(2000)" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "az.plot_posterior(samples, kind='hist');" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**For discussion:** Interpret the posterior ditribution. What would your tell the non-technical manager of your growth team about the CTR?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Hands-on: Parameter estimation II -- the mean of a population" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In this exercise, you'll calculate the posterior mean beak depth of Galapagos finches in a given species. First you'll load the data and subset wrt species:" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [], + "source": [ + "# Import and view head of data\n", + "df_12 = pd.read_csv('../../data/finch_beaks_2012.csv')\n", + "df_fortis = df_12.loc[df_12['species'] == 'fortis']\n", + "df_scandens = df_12.loc[df_12['species'] == 'scandens']" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "To specify the full probability model, you need\n", + "- a likelihood function for the data &\n", + "- priors for all unknowns.\n", + "\n", + "What is the likelihood here? Let's plot the measurements below and see that they look approximately Gaussian/normal so you'll use a normal likelihood $y_i\\sim \\mathcal{N}(\\mu, \\sigma^2)$. The unknowns here are the mean $\\mu$ and standard deviation $\\sigma$ and we'll use weakly informative priors on both\n", + "- a normal prior for $\\mu$ with mean $10$ and standard deviation $5$;\n", + "- a uniform prior for $\\sigma$ bounded between $0$ and $10$.\n", + "\n", + "We can discuss biological reasons for these priors also but you can also test that the posteriors are relatively robust to the choice of prior here due to the amount of data." + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "sns.distplot(df_fortis['blength']);" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [], + "source": [ + "with pm.Model() as model:\n", + " # Prior for mean & standard deviation\n", + " μ_1 = pm.Normal('μ_1', mu=10, sd=5)\n", + " σ_1 = pm.Lognormal('σ_1', 0, 10)\n", + " # Gaussian Likelihood\n", + " y_1 = pm.Normal('y_1', mu=μ_1, sd=σ_1, observed=df_fortis['blength'])" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Auto-assigning NUTS sampler...\n", + "Initializing NUTS using jitter+adapt_diag...\n", + "Multiprocess sampling (4 chains in 4 jobs)\n", + "NUTS: [σ_1, μ_1]\n", + "Sampling 4 chains: 100%|██████████| 10000/10000 [00:01<00:00, 5037.14draws/s]\n" + ] + } + ], + "source": [ + "# bust it out & sample\n", + "with model:\n", + " samples = pm.sample(2000)" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + " az.plot_posterior(samples);" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 4. Bayesian Hypothesis testing" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Bayesian Hypothesis testing I: A/B tests on click through rates" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Assume we have a website and want to redesign the layout (*A*) and test whether the new layout (*B*) results in a higher click through rate. When people come to our website we randomly show them layout *A* or *B* and see how many people click through for each. First let's generate the data we need:" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [], + "source": [ + "# click-through rates\n", + "p_a = 0.15\n", + "p_b = 0.20\n", + "N = 1000\n", + "n_successes_a = np.sum(np.random.uniform(size=N) <= p_a)\n", + "n_successes_b = np.sum(np.random.uniform(size=N) <= p_b)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Once again, we need to specify our models for $p_a$ and $p_b$. Each will be the same as the CTR example above\n", + "- Binomial likelihoods\n", + "- uniform priors on $p_a$ and $_p$.\n", + "\n", + "We also want to calculate the posterior of the difference $p_a-p_b$ and we do so using `pm.Deterministic()`, which specifies a deterministic random variable, i.e., one that is completely determined by the values it references, in the case $p_a$ & $p_b$.\n", + "\n", + "We'll now build the model:" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [], + "source": [ + "with pm.Model() as Model:\n", + " # Prior on p\n", + " prob_a = pm.Uniform('p_a')\n", + " prob_b = pm.Uniform('p_b')\n", + " # Binomial Likelihood\n", + " y_a = pm.Binomial('y_a', n=N, p=prob_a, observed=n_successes_a)\n", + " y_b = pm.Binomial('y_b', n=N, p=prob_b, observed=n_successes_b)\n", + " diff_clicks = pm.Deterministic('diff_clicks', prob_a-prob_b)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Sample from the posterior and plot them:" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Auto-assigning NUTS sampler...\n", + "Initializing NUTS using jitter+adapt_diag...\n", + "Multiprocess sampling (4 chains in 4 jobs)\n", + "NUTS: [p_b, p_a]\n", + "Sampling 4 chains: 100%|██████████| 10000/10000 [00:01<00:00, 5136.65draws/s]\n" + ] + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "with Model:\n", + " samples = pm.sample(2000)\n", + "az.plot_posterior(samples, kind='hist');" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Hands-on: Bayesian Hypothesis testing II -- beak lengths difference between species" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Task**: Determine whether the mean beak length of the Galapogas finches differs between species. For the mean of each species, use the same model as in previous hand-on section:\n", + "\n", + "- Gaussian likelihood;\n", + "- Normal prior for the means;\n", + "- Uniform prior for the variances.\n", + "\n", + "Also calculate the difference between the means and, for bonus points, the _effect size_, which is the difference between the means divided by the pooled standard deviations = $\\sqrt{(\\sigma_1^2+\\sigma_2^2)/2}$. Hugo will talk through the importance of the _effect size_.\n", + "\n", + "Don't forget to sample from the posteriors and plot them!" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [], + "source": [ + "with pm.Model() as model:\n", + " # Priors for means and variances\n", + " μ_1 = pm.Normal('μ_1', mu=10, sd=5)\n", + " σ_1 = pm.Uniform('σ_1', 0, 10)\n", + " μ_2 = pm.Normal('μ_2', mu=10, sd=5)\n", + " σ_2 = pm.Uniform('σ_2', 0, 10)\n", + " # Gaussian Likelihoods\n", + " y_1 = pm.Normal('y_1', mu=μ_1, sd=σ_1, observed=df_fortis['blength'])\n", + " y_2 = pm.Normal('y_2', mu=μ_2, sd=σ_2, observed=df_scandens['blength'])\n", + " # Calculate the effect size and its uncertainty.\n", + " diff_means = pm.Deterministic('diff_means', μ_1 - μ_2)\n", + " pooled_sd = pm.Deterministic('pooled_sd', \n", + " np.sqrt(np.power(σ_1, 2) + \n", + " np.power(σ_2, 2)) / 2)\n", + " effect_size = pm.Deterministic('effect_size', \n", + " diff_means / pooled_sd)" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Auto-assigning NUTS sampler...\n", + "Initializing NUTS using jitter+adapt_diag...\n", + "Multiprocess sampling (4 chains in 4 jobs)\n", + "NUTS: [σ_2, μ_2, σ_1, μ_1]\n", + "Sampling 4 chains: 100%|██████████| 10000/10000 [00:02<00:00, 3451.84draws/s]\n" + ] + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# bust it out & sample\n", + "with model:\n", + " samples = pm.sample(2000)\n", + "az.plot_posterior(samples, var_names=['μ_1', 'μ_2', 'diff_means', 'effect_size'], kind='hist');" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.6" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/notebooks/SciPy-2020/02-Student-Parameter_estimation_hypothesis_testing.ipynb b/notebooks/SciPy-2020/02-Student-Parameter_estimation_hypothesis_testing.ipynb new file mode 100644 index 0000000..510ce9a --- /dev/null +++ b/notebooks/SciPy-2020/02-Student-Parameter_estimation_hypothesis_testing.ipynb @@ -0,0 +1,617 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Parameter estimation and hypothesis testing" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "#Import packages\n", + "import numpy as np\n", + "import pandas as pd\n", + "import seaborn as sns\n", + "import matplotlib.pyplot as plt\n", + "import pymc3 as pm\n", + "from ipywidgets import interact\n", + "import arviz as az\n", + "%matplotlib inline\n", + "sns.set()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Learning Objectives of Part 2" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "1. Understand what priors, likelihoods and posteriors are;\n", + "2. Use random sampling for parameter estimation to appreciate the relationship between sample size & the posterior distribution, along with the effect of the prior;\n", + "3. Use probabilistic programming for parameter estimation;\n", + "4. Use probabilistic programming for hypothesis testing." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 1. From Bayes Theorem to Bayesian Inference" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Let's say that we flip a biased coin several times and we want to estimate the probability of heads from the number of heads we saw. Statistical intuition tells us that our best estimate of $p(heads)=$ number of heads divided by total number of flips.\n", + "\n", + "However, \n", + "\n", + "1. It doesn't tell us how certain we can be of that estimate and\n", + "2. This type of intuition doesn't extend to even slightly more complex examples.\n", + "\n", + "Bayesian inference helps us here. We can calculate the probability of a particular $p=p(H)$ given data $D$ by setting $A$ in Bayes Theorem equal to $p$ and $B$ equal to $D$." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "\n", + "$$P(p|D) = \\frac{P(D|p)P(p)}{P(D)} $$\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In this equation, we call $P(p)$ the prior (distribution), $P(D|p)$ the likelihood and $P(p|D)$ the posterior (distribution). The intuition behind the nomenclature is as follows: the prior is the distribution containing our knowledge about $p$ prior to the introduction of the data $D$ & the posterior is the distribution containing our knowledge about $p$ after considering the data $D$." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Note** that we're _overloading_ the term _probability_ here. In fact, we have 3 distinct usages of the word:\n", + "- The probability $p$ of seeing a head when flipping a coin;\n", + "- The resulting binomial probability distribution $P(D|p)$ of seeing the data $D$, given $p$;\n", + "- The prior & posterior probability distributions of $p$, encoding our _uncertainty_ about the value of $p$." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Key concept:** We only need to know the posterior distribution $P(p|D)$ up to multiplication by a constant at the moment: this is because we really only care about the values of $P(p|D)$ relative to each other – for example, what is the most likely value of $p$? To answer such questions, we only need to know what $P(p|D)$ is proportional to, as a function of $p$. Thus we don’t currently need to worry about the term $P(D)$. In fact,\n", + "\n", + "$$P(p|D) \\propto P(D|p)P(p) $$\n", + "\n", + "**Note:** What is the prior? Really, what do we know about $p$ before we see any data? Well, as it is a probability, we know that $0\\leq p \\leq1$. If we haven’t flipped any coins yet, we don’t know much else: so it seems logical that all values of $p$ within this interval are equally likely, i.e., $P(p)=1$, for $0\\leq p \\leq1$. This is known as an uninformative prior because it contains little information (there are other uninformative priors we may use in this situation, such as the Jeffreys prior, to be discussed later). People who like to hate on Bayesian inference tend to claim that the need to choose a prior makes Bayesian methods somewhat arbitrary, but as we’ll now see, if you have enough data, the likelihood dominates over the prior and the latter doesn’t matter so much." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "\n", + "**Essential remark:** we get the whole distribution of $P(p|D)$, not merely a point estimate plus errors bars, such as [95% confidence intervals](http://andrewgelman.com/2018/07/04/4th-july-lets-declare-independence-95/).\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 2. Bayesian parameter estimation I: flip those coins" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now let's generate some coin flips and try to estimate $p(H)$. Two notes:\n", + "- given data $D$ consisting of $n$ coin tosses & $k$ heads, the likelihood function is given by $L:=P(D|p) \\propto p^k(1-p)^k$;\n", + "- given a uniform prior, the posterior is proportional to the likelihood." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "def plot_posterior(p=0.6, N=0):\n", + " \"\"\"Plot the posterior given a uniform prior; Coin flips\n", + " with probability p; sample size N\"\"\"\n", + " # Set seed\n", + " ___\n", + " # Flip coins \n", + " n_successes = ___\n", + " # X-axis for PDF\n", + " x = np.___\n", + " #prior\n", + " prior = ___\n", + " posterior = ___\n", + " posterior /= np.max(posterior) # so that peak always at 1\n", + " plt.plot(x, posterior)\n", + " plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Plot posterior for 10 coin flips\n", + "___" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "* Now use the great ipywidget interact to check out the posterior as you generate more and more data (you can also vary $p$):" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "___;" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Notes for discussion:**\n", + "\n", + "* as you generate more and more data, your posterior gets narrower, i.e. you get more and more certain of your estimate.\n", + "* you need more data to be certain of your estimate when $p=0.5$, as opposed to when $p=0$ or $p=1$. " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### The choice of the prior" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "You may have noticed that we needed to choose a prior and that, in the small to medium data limit, this choice can affect the posterior. We'll briefly introduce several types of priors and then you'll use one of them for the example above to see the effect of the prior:\n", + "\n", + "- **Informative priors** express specific, definite information about a variable, for example, if we got a coin from the mint, we may use an informative prior with a peak at $p=0.5$ and small variance. \n", + "- **Weakly informative priors** express partial information about a variable, such as a peak at $p=0.5$ (if we have no reason to believe the coin is biased), with a larger variance.\n", + "- **Uninformative priors** express no information about a variable, except what we know for sure, such as knowing that $0\\leq p \\leq1$.\n", + "\n", + "Now you may think that the _uniform distribution_ is uninformative, however, what if I am thinking about this question in terms of the probability $p$ and Eric Ma is thinking about it in terms of the _odds ratio_ $r=\\frac{p}{1-p}$? Eric rightly feels that he has no prior knowledge as to what this $r$ is and thus chooses the uniform prior on $r$.\n", + "\n", + "With a bit of algebra (transformation of variables), we can show that choosing the uniform prior on $p$ amounts to choosing a decidedly non-uniform prior on $r$ and vice versa. So Eric and I have actually chosen different priors, using the same philosophy. How do we avoid this happening? Enter the **Jeffreys prior**, which is an uninformative prior that solves this problem. You can read more about the Jeffreys prior [here](https://en.wikipedia.org/wiki/Jeffreys_prior) & in your favourite Bayesian text book (Sivia gives a nice treatment). \n", + "\n", + "In the binomial (coin flip) case, the Jeffreys prior is given by $P(p) = \\frac{1}{\\sqrt{p(1-p)}}$.\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### Hands-on" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "* Create an interactive plot like the one above, except that it has two posteriors on it: one for the uniform prior, another for the Jeffries prior." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Write the plotting function, as above\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Create the interactive plot\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Question:** What happens to the posteriors as you generate more and more data?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 3. Bayesian parameter estimation using PyMC3" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Well done! You've learnt the basics of Bayesian model building. The steps are\n", + "1. To completely specify the model in terms of _probability distributions_. This includes specifying \n", + " - what the form of the sampling distribution of the data is _and_ \n", + " - what form describes our _uncertainty_ in the unknown parameters (This formulation is adapted from [Fonnesbeck's workshop](https://github.com/fonnesbeck/intro_stat_modeling_2017/blob/master/notebooks/2.%20Basic%20Bayesian%20Inference.ipynb) as Chris said it so well there).\n", + "2. Calculate the _posterior distribution_.\n", + "\n", + "In the above, the form of the sampling distribution of the data was Binomial (described by the likelihood) and the uncertainty around the unknown parameter $p$ captured by the prior.\n", + "\n", + "There is also a 3rd step that Eric will cover which is performing _posterior predictive checks_. At a high level, this is making sure that your model actually makes sense. More to come on this." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now it is time to do the same using the **probabilistic programming language** PyMC3. There's _loads_ about PyMC3 and this paradigm, two of which are\n", + "- _probabililty distributions_ are first class citizens, in that we can assign them to variables and use them intuitively to mirror how we think about priors, likelihoods & posteriors.\n", + "- PyMC3 calculates the posterior for us!\n", + "\n", + "Under the hood, PyMC3 will compute the posterior using a sampling based approach called Markov Chain Monte Carlo (MCMC) or Variational Inference. Check the [PyMC3 docs](https://docs.pymc.io/) for more on these. \n", + "\n", + "But now, it's time to bust out some MCMC and get sampling!" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Parameter estimation I: click-through rate" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "A common experiment in tech data science is to test a product change and see how it affects a metric that you're interested in. Say that I don't think enough people are clicking a button on my website & I hypothesize that it's because the button is a similar color to the background of the page. Then I can set up two pages and send some people to each: the first the original page, the second a page that is identical, except that it has a button that is of higher contrast and see if more people click through. This is commonly referred to as an A/B test and the metric of interest is click-through rate (CTR), what proportion of people click through. Before even looking at two rates, let's use PyMC3 to estimate one.\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "First generate click-through data, given a CTR $p_a=0.15$." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# click-through rates\n", + "p_a = 0.15\n", + "N = 150\n", + "n_successes_a = ___" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now it's time to build your probability model. Noticing that our model of having a constant CTR resulting in click or not is a biased coin flip,\n", + "- the sampling distribution is binomial and we need to encode this in the likelihood;\n", + "- there is a single parameter $p$ that we need to describe the uncertainty around, using a prior and we'll use a uniform prior for this.\n", + "\n", + "These are the ingredients for the model so let's now build it:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Build model of p_a\n", + "with ___ as ___:\n", + " # Prior on p\n", + " prob = ___\n", + " # Binomial Likelihood\n", + " y = ___" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Discussion:** \n", + "- What do you think of the API for PyMC3. Does it reflect how we think about model building?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "It's now time to sample from the posterior using PyMC3. You'll also plot the posterior:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Sample from posterior\n", + "with ___:\n", + " samples = ___\n", + "\n", + "# Plot posterior\n", + "az.plot_posterior(samples);" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**For discussion:** Interpret the posterior ditribution. What would your tell the non-technical manager of your growth team about the CTR?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Hands-on: Parameter estimation II -- the mean of a population" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In this exercise, you'll calculate the posterior mean beak depth of Galapagos finches in a given species. First you'll load the data and subset wrt species:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Import data and subset it\n", + "df_12 = pd.read_csv('../../data/finch_beaks_2012.csv')\n", + "df_fortis = df_12.loc[df_12['species'] == 'fortis']\n", + "df_scandens = df_12.loc[df_12['species'] == 'scandens']" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "To specify the full probability model, you need\n", + "- a likelihood function for the data &\n", + "- priors for all unknowns.\n", + "\n", + "What is the likelihood here? Let's plot the measurements below and see that they look approximately Gaussian/normal so you'll use a normal likelihood $y_i\\sim \\mathcal{N}(\\mu, \\sigma^2)$. The unknowns here are the mean $\\mu$ and standard deviation $\\sigma$ and we'll use weakly informative priors on both\n", + "- a normal prior for $\\mu$ with mean $10$ and standard deviation $5$;\n", + "- a uniform prior for $\\sigma$ bounded between $0$ and $10$.\n", + "\n", + "We can discuss biological reasons for these priors also but you can also test that the posteriors are relativelyt robust to the choice of prior here due to the amount of data." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "sns.distplot(df_fortis['blength']);" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "with ___ as ___:\n", + " # Prior for mean & standard deviation\n", + " μ_1 = ___\n", + " σ_1 = ___\n", + " # Gaussian Likelihood\n", + " y_1 = ___" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# bust it out & sample\n", + "with model:\n", + " samples = ___\n", + "\n", + "# Plot posterior\n", + "az.plot_posterior(samples);" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 4. Bayesian Hypothesis testing" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Bayesian Hypothesis testing I: A/B tests on click through rates" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Assume we have a website and want to redesign the layout *A* and test whether the new layout *B* results in a higher click through rate. When people come to our website we randomly show them layout *A* or *B* and see how many people click through for each. First let's generate the data we need:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# click-through rates\n", + "p_a = 0.15\n", + "p_b = 0.20\n", + "N = 1000\n", + "n_successes_a = np.sum(np.random.uniform(size=N) <= p_a)\n", + "n_successes_b = np.sum(np.random.uniform(size=N) <= p_b)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Once again, we need to specify our models for $p_a$ and $p_b$. Each will be the same as the CTR example above\n", + "- Binomial likelihoods\n", + "- uniform priors on $p_a$ and $_p$.\n", + "\n", + "We also want to calculate the posterior of the difference $p_a-p_b$ and we do so using `pm.Deterministic()`, which specifies a deterministic random variable, i.e., one that is completely determined by the values it references, in the case $p_a$ & $p_b$.\n", + "\n", + "We'll now build the model:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "with ___ as ___:\n", + " # Prior on p\n", + " prob_a = ___\n", + " prob_b = ___\n", + " # Binomial Likelihood\n", + " y_a = ___\n", + " y_b = ___\n", + " diff_clicks = ___" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Sample from the posterior and plot them:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "with Model:\n", + " samples = pm.sample(2000)\n", + "az.plot_posterior(samples);" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Hands-on: Bayesian Hypothesis testing II -- beak lengths difference between species" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Task**: Determine whether the mean beak length of the Galapogas finches differs between species. For the mean of each species, use the same model as in previous hand-on section:\n", + "\n", + "- Gaussian likelihood;\n", + "- Normal prior for the means;\n", + "- Uniform prior for the variances.\n", + "\n", + "Also calculate the difference between the means and, for bonus points, the _effect size_, which is the difference between the means divided by the pooled standard deviations = $\\sqrt{(\\sigma_1^2+\\sigma_2^2)/2}$. Hugo will talk through the importance of the _effect size_.\n", + "\n", + "Don't forget to sample from the posteriors and plot them!" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "with pm.Model() as model:\n", + " # Priors for means and variances\n", + " μ_1 = ___\n", + " σ_1 = ___\n", + " μ_2 = ___\n", + " σ_2 = ___\n", + " # Gaussian Likelihoods\n", + " y_1 = pm.Normal('y_1', mu=μ_1, sd=σ_1, observed=df_fortis['blength'])\n", + " y_2 = pm.Normal('y_2', mu=μ_2, sd=σ_2, observed=df_scandens['blength'])\n", + " # Calculate the effect size and its uncertainty.\n", + " diff_means = ___\n", + " pooled_sd = ___\n", + " effect_size = ___" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# bust it out & sample\n", + "with model:\n", + " samples = pm.sample(2000)\n", + "az.plot_posterior(samples, var_names=['μ_1', 'μ_2', 'diff_means', 'effect_size']);" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.6" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/notebooks/SciPy-2020/data.py b/notebooks/SciPy-2020/data.py new file mode 100644 index 0000000..e19c03c --- /dev/null +++ b/notebooks/SciPy-2020/data.py @@ -0,0 +1,74 @@ +import pandas as pd +from sklearn.preprocessing import LabelEncoder +import janitor as jn +import numpy as np + + +def load_finches_2012(): + path = '../data/finch_beaks_2012.csv' + return load_finches(path) + + +def load_finches_1975(): + path = '../data/finch_beaks_1975.csv' + df = load_finches(path) + df = df.rename_column('beak_length_mm', 'beak_length').rename_column('beak_depth_mm', 'beak_depth') + return df + + +def load_finches(path): + # Load the data + df = ( + pd.read_csv(path) + .clean_names() # clean column names + .rename_column('blength', 'beak_length') # rename blength to beak_length (readability fix) + .rename_column('bdepth', 'beak_depth') # rename bdepth to beak_depth (readability fix) + .label_encode('species') # create a `species_enc` column that has the species encoded numerically + ) + return df + + +def load_baseball(): + df = pd.read_csv('../data/baseballdb/core/Batting.csv') + df['AB'] = df['AB'].replace(0, np.nan) + df = df.dropna() + df['batting_avg'] = df['H'] / df['AB'] + df = df[df['yearID'] >= 2016] + df = df.iloc[0:15] + df.head(5) + return df + + +def load_sterilization(): + df = ( + pd.read_csv('../data/sterilization.csv', na_filter=True, na_values=['#DIV/0!']) + .clean_names() + .label_encode('treatment') + ) + mapping = dict(zip(df['treatment'], df['treatment_enc'])) + return df, mapping + + +def load_kruschke(): + df = ( + pd.read_csv('../data/iq.csv', index_col=0) # comment out the path to the file for students. + .label_encode('treatment') + ) + return df + + +# Constants for load_decay +tau = 71.9 # indium decay half life +A = 42 # starting magnitude +C = 21 # measurement error +noise_scale = 1 + + +def load_decay(): + t = np.arange(0, 1000) + def decay_func(ts, noise): + return A * np.exp(-t/tau) + C + np.random.normal(0, noise, size=(len(t))) + + data = {'t': t, 'activity': decay_func(t, noise_scale)} + df = pd.DataFrame(data) + return df \ No newline at end of file diff --git a/notebooks/SciPy-2020/matplotlibrc b/notebooks/SciPy-2020/matplotlibrc new file mode 100644 index 0000000..7ea7e7e --- /dev/null +++ b/notebooks/SciPy-2020/matplotlibrc @@ -0,0 +1,5 @@ +axes.spines.left : True # display axis spines +axes.spines.bottom : True +axes.spines.top : False +axes.spines.right : False + diff --git a/notebooks/SciPy-2020/utils.py b/notebooks/SciPy-2020/utils.py new file mode 100644 index 0000000..10072c6 --- /dev/null +++ b/notebooks/SciPy-2020/utils.py @@ -0,0 +1,19 @@ +import numpy as np + + +def ECDF(data): + x = np.sort(data) + y = np.cumsum(x) / np.sum(x) + + return x, y + + +def despine(ax): + ax.spines['right'].set_visible(False) + ax.spines['top'].set_visible(False) + + +def despine_traceplot(traceplot): + for row in traceplot: + for ax in row: + despine(ax) \ No newline at end of file diff --git a/notebooks/SciPy-2021/01-Instructor-Probability_a_simulated_introduction.ipynb b/notebooks/SciPy-2021/01-Instructor-Probability_a_simulated_introduction.ipynb new file mode 100644 index 0000000..15efdd9 --- /dev/null +++ b/notebooks/SciPy-2021/01-Instructor-Probability_a_simulated_introduction.ipynb @@ -0,0 +1,1889 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# What is probability? A simulated introduction" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "#Import packages\n", + "import numpy as np\n", + "import pandas as pd\n", + "import seaborn as sns\n", + "import matplotlib.pyplot as plt\n", + "%matplotlib inline\n", + "sns.set()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Learning Objectives of Part 1" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "- To have an understanding of what \"probability\" means, in both Bayesian and Frequentist terms;\n", + "- To be able to simulate probability distributions that model real-world phenomena;\n", + "- To understand how probability distributions relate to data-generating **stories**;\n", + "- To understand and be able to simulate joint probabilities and conditional probabilities;\n", + "- To understand Bayes' Theorem and its utility." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 1. Probability" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "> To the pioneers such as Bernoulli, Bayes and Laplace, a probability represented a _degree-of-belief_ or plausibility; how much they thought that something was true, based on the evidence at hand. To the 19th century scholars, however, this seemed too vague and subjective an idea to be the basis of a rigorous mathematical theory. So they redefined probability as the _long-run relative frequency_ with which an event occurred, given (infinitely) many repeated (experimental) trials. Since frequencies can be measured, probability was now seen as an objective tool for dealing with _random_ phenomena.\n", + "\n", + "-- _Data Analysis, A Bayesian Tutorial_, Sivia & Skilling (p. 9)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "What type of random phenomena are we talking about here? One example is:\n", + "\n", + "- Knowing that a website has a click-through rate (CTR) of 10%, we can calculate the probability of having 10 people, 9 people, 8 people ... and so on click through, upon drawing 10 people randomly from the population;\n", + "- But given the data of how many people click through, how can we calculate the CTR? And how certain can we be of this CTR? Or how likely is a particular CTR?\n", + "\n", + "Science mostly asks questions of the second form above & Bayesian thinking provides a wonderful framework for answering such questions. Essentially Bayes' Theorem gives us a way of moving from the probability of the data given the model (written as $P(data|model)$) to the probability of the model given the data ($P(model|data)$).\n", + "\n", + "We'll first explore questions of the 1st type using simulation: knowing the model, what is the probability of seeing certain data?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 2. Simulating probabilities" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "* Let's say that a website has a CTR of 50%, i.e. that 50% of people click through. If we picked 1000 people at random from the population, how likely would it be to find that a certain number of people click?\n", + "\n", + "We can simulate this using `numpy`'s random number generator.\n", + "\n", + "To do so, first note we can use `np.random.rand()` to randomly select floats between 0 and 1 (known as the _uniform distribution_). Below, we do so and plot a histogram:" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Draw 1,000 samples from uniform & plot results\n", + "x = np.random.rand(1000)\n", + "plt.hist(x);" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "To then simulate the sampling from the population, we check whether each float was greater or less than 0.5. If less than or equal to 0.5, we say the person clicked." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'Number of clicks = 473'" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Computed how many people click\n", + "clicks = x <= 0.5\n", + "n_clicks = sum(clicks)\n", + "f\"Number of clicks = {n_clicks}\"" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The proportion of people who clicked can be calculated as the total number of clicks over the number of people:" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'Proportion who clicked = 0.473'" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Computed proportion of people who clicked\n", + "f\"Proportion who clicked = {n_clicks/len(clicks)}\"" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Discussion**: Did you get the same answer as your neighbour? If you did, why? If not, why not?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Up for discussion:** Let's say that all you had was this data and you wanted to figure out the CTR (probability of clicking). \n", + "\n", + "* What would your estimate be?\n", + "* Bonus points: how confident would you be of your estimate?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Note:** Although, in the above, we have described _probability_ in two ways, we have not described it mathematically. We're not going to do so rigorously here, but we will say that _probability_ defines a function from the space of possibilities (in the above, the interval $[0,1]$) that describes how likely it is to get a particular point or region in that space. Mike Betancourt has an elegant [Introduction to Probability Theory (For Scientists and Engineers)](https://betanalpha.github.io/assets/case_studies/probability_theory.html) that I can recommend." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Hands-on: more clicking" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Use random sampling to simulate how many people click when the CTR is 0.7. How many click? What proportion?" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Number of clicks = 685\n", + "Proportion who clicked = 0.685\n" + ] + } + ], + "source": [ + "# Solution\n", + "clicks = x <= 0.7\n", + "n_clicks = sum(clicks)\n", + "print(f\"Number of clicks = {n_clicks}\")\n", + "print(f\"Proportion who clicked = {n_clicks/len(clicks)}\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "_Discussion point_: This model is known as the bias coin flip. \n", + "- Can you see why?\n", + "- Can it be used to model other phenomena?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Galapagos finch beaks" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "You can also calculate such proportions with real-world data. Here we import a dataset of Finch beak measurements from the Galápagos islands. You can find the data [here](https://datadryad.org/resource/doi:10.5061/dryad.9gh90)." + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
bandspeciesblengthbdepth
019022fortis10.08.5
119028fortis12.58.9
219032fortis9.37.5
319041fortis10.39.6
419044fortis11.09.2
\n", + "
" + ], + "text/plain": [ + " band species blength bdepth\n", + "0 19022 fortis 10.0 8.5\n", + "1 19028 fortis 12.5 8.9\n", + "2 19032 fortis 9.3 7.5\n", + "3 19041 fortis 10.3 9.6\n", + "4 19044 fortis 11.0 9.2" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Import and view head of data\n", + "df_12 = pd.read_csv('../../data/finch_beaks_2012.csv')\n", + "df_12.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [], + "source": [ + "# Store lengths in a pandas series\n", + "lengths = df_12['blength']" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "* What proportion of birds have a beak length > 10 ?" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0.8514056224899599" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "p = (sum(lengths > 10))/len(lengths)\n", + "p" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Note:** This is the proportion of birds that have beak length $>10$ in your empirical data, not the probability that any bird drawn from the population will have beak length $>10$." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### A proxy for probability\n", + "\n", + "As stated above, we have calculated a proportion, not a probability. As a proxy for the probability, we can simulate drawing random samples (with replacement) from the data seeing how many lengths are > 10 and calculating the proportion (commonly referred to as [hacker statistics](https://speakerdeck.com/jakevdp/statistics-for-hackers)):" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0.8518" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "n_samples = 10000\n", + "sum(np.random.choice(lengths, n_samples, replace=True) > 10)/n_samples" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Another way to simulate coin-flips" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In the above, you have used the uniform distribution to sample from a series of biased coin flips. I want to introduce you to another distribution that you can also use to do so: the **binomial distribution**.\n", + "\n", + "The **binomial distribution** with parameters $n$ and $p$ is defined as the probability distribution of\n", + "\n", + "> the number of heads seen when flipping a coin $n$ times when with $p(heads)=p$." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Note** that this distribution essentially tells the **story** of a general model in the following sense: if we believe that they underlying process generating the observed data has a binary outcome (affected by disease or not, head or not, 0 or 1, clicked through or not), and that one the of the two outcomes occurs with probability $p$, then the probability of seeing a particular outcome is given by the **binomial distribution** with parameters $n$ and $p$." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Any process that matches the coin flip story is a Binomial process (note that you'll see such coin flips also referred to as Bernoulli trials in the literature). So we can also formulate the story of the Binomial distribution as\n", + "\n", + "> the number $r$ of successes in $n$ Bernoulli trials with probability $p$ of success, is Binomially distributed. " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We'll now use the binomial distribution to answer the same question as above:\n", + "* If P(heads) = 0.7 and you flip the coin ten times, how many heads will come up?\n", + "\n", + "We'll also set the seed to ensure reproducible results." + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "7" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Set seed\n", + "np.random.seed(seed=16071982)\n", + "\n", + "# Simulate one run of flipping the biased coin 10 times\n", + "np.random.binomial(10, 0.7)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Simulating many times to get the distribution\n", + "\n", + "In the above, we have simulated the scenario once. But this only tells us one potential outcome. To see how likely it is to get $n$ heads, for example, we need to simulate it a lot of times and check what proportion ended up with $n$ heads." + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Simulate 1,000 run of flipping the biased coin 10 times\n", + "x = np.random.binomial(10, 0.3, 10000)\n", + "\n", + "# Plot normalized histogram of results\n", + "plt.hist(x, density=True, bins=10);" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "* Group chat: what do you see in the above?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Hands-on" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "- If I flip a biased coin ($P(H)=0.3$) 20 times, what is the probability of 5 or more heads?" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0.7613" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Solution\n", + "sum(np.random.binomial(20, 0.3, 10000) >= 5)/10000" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "- If I flip a fair coin 20 times, what is the probability of 5 or more heads?" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0.994" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "sum(np.random.binomial(20,0.5,10000) >= 5)/10000" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "- Plot the normalized histogram of number of heads of the following experiment: flipping a fair coin 10 times." + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Plot histogram \n", + "x = np.random.binomial(10, 0.5, 10000)\n", + "plt.hist(x, density=True, bins=10);" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Note:** you may have noticed that the _binomial distribution_ can take on only a finite number of values, whereas the _uniform distribution_ above can take on any number between $0$ and $1$. These are different enough cases to warrant special mention of this & two different names: the former is called a _probability mass function_ (PMF) and the latter a _probability distribution function_ (PDF). Time permitting, we may discuss some of the subtleties here. If not, all good texts will cover this. I like (Sivia & Skilling, 2006), among many others.\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Question:** \n", + "* Looking at the histogram, can you tell me the probability of seeing 4 or more heads?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Enter the ECDF." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Empirical cumulative distribution functions (ECDFs)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "An ECDF is, as an alternative to a histogram, a way to visualize univariate data that is rich in information. It allows you to visualize all of your data and, by doing so, avoids the very real problem of binning.\n", + "- can plot control plus experiment\n", + "- data plus model!\n", + "- many populations\n", + "- can see multimodality (though less pronounced) -- a mode becomes a point of inflexion!\n", + "- can read off so much: e.g. percentiles.\n", + "\n", + "See Eric Ma's great post on ECDFS [here](https://ericmjl.github.io/blog/2018/7/14/ecdfs/) AND [this twitter thread](https://twitter.com/allendowney/status/1019171696572583936) (thanks, Allen Downey!).\n", + "\n", + "So what is this ECDF? \n", + "\n", + "**Definition:** In an ECDF, the x-axis is the range of possible values for the data & for any given x-value, the corresponding y-value is the proportion of data points less than or equal to that x-value." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Let's define a handy ECDF function that takes in data and outputs $x$ and $y$ data for the ECDF." + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [], + "source": [ + "def ecdf(data):\n", + " \"\"\"Compute ECDF for a one-dimensional array of measurements.\"\"\"\n", + " # Number of data points\n", + " n = len(data)\n", + "\n", + " # x-data for the ECDF\n", + " x = np.sort(data)\n", + "\n", + " # y-data for the ECDF\n", + " y = np.arange(1, n+1) / n\n", + "\n", + " return x, y" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Hands-on" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Plot the ECDF for the previous hands-on exercise. Read the answer to the following question off the ECDF: the probability of seeing 4 or more heads?" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Generate x- and y-data for the ECDF\n", + "x_flips, y_flips = ecdf(x)\n", + "\n", + "# Plot the ECDF\n", + "plt.plot(x_flips, y_flips, marker='.', linestyle='none');" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## An Aside on Monte Carlo Simulations!" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "> Monte Carlo methods, or Monte Carlo experiments, are a broad class of computational algorithms that rely on repeated random sampling to obtain numerical results. -- [Wikipedia](https://en.wikipedia.org/wiki/Monte_Carlo_method)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Example 1: Estimating $\\pi$\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Consider two shapes: (1) a circle with radius 1 and centre the origin and (2) a square with the same diameter around the circle. Notice two things:\n", + "- The area of the circle is $\\pi$\n", + "- The area of the square is $4$\n", + "This means that the $\\pi$ is equal to 4 times the area of the circle divided by the area of the circle. \n", + "\n", + "So: if we randomly populate the square with points and then count what fraction of them are in the circle (and multiply the result by 4), we'll be able to approximate $\\pi$. So let's do it!" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "3.252" + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "N = 10**3 #number of points\n", + "\n", + "# Generate x, y coordinates\n", + "x = np.random.uniform(-1,1, N)\n", + "y = np.random.uniform(-1,1, N)\n", + "\n", + "# Calculate pi\n", + "4*sum(x**2 + y**2 <= 1)/N\n" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "'c' argument looks like a single numeric RGB or RGBA sequence, which should be avoided as value-mapping will have precedence in case its length matches with 'x' & 'y'. Please use a 2-D array with a single row if you really want to specify the same RGB or RGBA value for all points.\n" + ] + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "df = pd.DataFrame({'x': x, 'y': y})\n", + "df.plot.scatter(x='x', y='y');" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "'c' argument looks like a single numeric RGB or RGBA sequence, which should be avoided as value-mapping will have precedence in case its length matches with 'x' & 'y'. Please use a 2-D array with a single row if you really want to specify the same RGB or RGBA value for all points.\n" + ] + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAZAAAAEJCAYAAAC61nFHAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4xLjEsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy8QZhcZAAAgAElEQVR4nOy9eWBU9b03/DnLTJJJMoGEScJiSAoYSIUSQFm0gAulgLGttaJgFbS2V+vlub5P8Xq7CNr26Vvq0sIFHmstua+1FCqCBQIi2NpqQFFQdhBNiGwhJDSTMElm5pzz/jE5J2f5/c4yW4I9n38gM2fO+Z3f8t0XRpIkCS5cuHDhwoVDsL09ABcuXLhwcWXCZSAuXLhw4SIuuAzEhQsXLlzEBZeBuHDhwoWLuOAyEBcuXLhwERdcBuLChQsXLuKCy0BcuHDhwkVc4Ht7AOnGpUuXIYr2U18KCnLQ3NyewhHFj746NndcztBXxwX03bG543KOeMbGsgz698+mfv8vx0BEUXLEQOTf9FX01bG543KGvjouoO+OzR2XcyR7bK4Jy4ULFy5cxAWXgbhw4cKFi7jQawykvb0dt956K06fPm347ujRo7j99tsxc+ZM/OhHP0I0GgUAnD17FvPnz8dXv/pVPPTQQ7h8+XK6h+3ChQsXLrrRKwzko48+wt133436+nri94sXL8YTTzyB119/HZIkYf369QCAJ598EvPmzcP27dtxzTXXYNWqVWkctQsXLly4UKNXGMj69euxZMkSFBYWGr47c+YMOjs7MXbsWADA7bffju3btyMSiWDv3r2YOXOm5nMXLly4cNE76JUorJ///OfU7y5cuIBAIKD8HQgE0NjYiEuXLiEnJwc8z2s+d+HiSkYwFMalhkvgJBF+n9f0uubWThTkZZpe58JFOtHnwnhFUQTDMMrfkiSBYRjlXzX0f9tBQUGO498EArmOf5Mu9NWxueOyxlv7TmP5+g/BcwyigoRFd47FtHFD4r4uVehLc6aGOy7nSPbY+hwDKS4uRlNTk/L3xYsXUVhYiPz8fLS1tUEQBHAch6amJqIJzArNze2OYqEDgVw0NbU5fk460FfH1pvjMpPU7YwrXZJ+MBTG8nX7EY6KCEdiny1ftx9DCrI0z7V7Xarg7jFn6KvjAuIbG8sypkJ3n2MggwcPRkZGBj744AOMHz8er732GqZOnQqPx4MJEyagpqYGVVVV2LRpE6ZOndrbw3XRh7Dn8Hms2XYMLAOIErBw9khMqih29PvqbcfAsQwEUcICh793gubWTnCsVoPmWAbNrZ0axmD3OhJcs5eLVKPP5IE8+OCDOHjwIADg6aefxi9+8Qt89atfRSgUwr333gsAWLJkCdavX4/Zs2fj/fffx3/8x3/05pBd9CEEQ2G8uPUoIlERXRERkaiIF7ccRTAUtv376m3HEI6K6AgLCEdFVNccs/17pyjIy4Sg04SjooSCvEzL6wTCdXrsOXwej62qxdNr9+OxVbXYc+S85ZiCoTDqzgUTeudk3MPFlYNe1UDefPNN5f8vvPCC8v+RI0filVdeMVw/ePBgvPTSS2kZm4u+h2AojIbGmApeUpSrkaobGtuIhLahsQ3XlBVY3jsRSd8pZM1g7s3D8cc3PlbGLQoijtS3aLQev8+LBbNHorpGqxlZOdxlZiijuuYYKkrzqb+zo31ZaTTp1OBc9A30OROWCxck7Dl8Hi9uOQKhm0dwLIMHbh2VNALlRNJPxDSkJrJRUYIk9TxTkMiEflJFMSpK820/0ykzNGM4cjykFXOIh2m5uPLhMhAXfR7BUBhrao4qzAOIEfc1KgJVUpQLjoHmGo6JaSp2YFfST0TKJhFZPWiE3u/z2ibETs1eZgxnGGXceuYQjwbn+miufLgMxEWfR3NrJ1iGAaAliiwDhUD5fV48UFWBNVuPgmUYiJKEhXNGOSJMVpJ+olI2icjqYce/YQWnZi+aP+ZyZwSt7V22mINTpuWauz4fcBmIiz6PgrxMiJIx9FqUYt/JkmxFaT5+9f3rE5JqzST9RP0kJCLLsQxYlgFv079hF07MXnqGE46KEAURqzcegvDqIXzthqGICFqtSc8cnDAt19z1+YHLQFz0efh9XiycMwovbtb6QBbOHokjdS1pk2TjjYiSQSOyU8eX4PinF5NuynFi9pIZTkNjG1a8cgAREegICwCAP//1U/Dd8ZoengUDEJkDiWmRzFTpDFhwkVq4DMTFFQE1gQN6fBuPraqNS5KNx/4eT0QU6T1KCnNRdy6IsoF+DBqQjbycDJQN9Nu+R6rg93mRnekBz7GICILmO3mKJUnCkoXXYdAAcpc6NdOimamsGLHrG7ly4DIQF1cM/D6vJiS37lwwLkk2Efu704goO8+umtZ3Sl+QiLsaHo5FV0Sgfi/DykxFY8Sub+TKgstAXPQJxCN1xmNSMiNsAGz7DOKRjGnPnjq+RPm+tyVvNXFnWQadYb0mIqHpnx243Bkx5OKoYWWmImmUrm/kyoPLQFz0OuKVOuMxKdEI21v7z2Dr7lNxh+faIfy0Zze2hHD804tplbzNxqzWsprbw/jda4cU53o0KuL/vnZYGTstF8cOc9f7r2ZPHpqQb6QvMOB/NbgMxEVaQDvciUqdTk1KxJBVQcSW3acQiUMrccL8aEQ1K4NPq+RtZ8yylnVdIBdXD/ajobENy//8kSaQWp+Lo/+9GXMnrfvW2npAV2HbjkbZ3NqJ+nNBrHvzpGv6SjNcBuIi5TAjWM2tnZpsbCDmqHUSkePEpEQibLMnD8Xr7zYgorqOYxn8bf8Z1JhoJTTmV1KYi66IYGA6NKLa0RVNaxkVp8xKdq5zLIuoqA3nVefi6FFRmo9HvjkagLH0DE0bm/TFYrxz8Bx4jrXUKOV9RTK1uaav9MBlIC5SCiuCleHhEBG0DCQiSMjwcLbv79RsoddaAKBm9ynNNVFRwtbaes3YSNnXeuYXFUQsXfMePCoCKDOdYCiMov4+PLHgWg2D8WZ5EwoP1sNsTsx8E/L3pN9Z5eLoYaXlkLSxzoiIPUcaAYbBVyeWYFrlYOqatrZ3mWb1u2HB6YHLQFykFFbO1K6IAA/PasxHHt5epE8iETt6rUWvGcyZPBTb323QhLPqiRKJ+YkSIAoSot2/k5kOKV9FDt3Ny8lIODzY7pzQzGj154L45cv7qL8zy8VRm6WaWzuR4eEstRyNs56JMQ8AiiaxdfcpTKscTH3PxpaQaVZ/MjL6XVjDZSAu4oJdyd/KmVqQlwk9GWBAlmr1z0+m34CklWzVaSV6ovT+8QuW9+VYBg2NbZZjTTQ8GLA3JyQz2tybh2PdrpOmxRTVYyRVRFYzroggGrqFkjQC+X4HP2nGy2+c0JihWAutqCjfRww3zvSwECVyoqOL5MNlIC4cw4nkb+VMjTc5LxXZzFZaid4JvLW23vKeMpGzM9Z4w4Nl2J0TPbOyKqaohj4XB6AViTQKDRkeDnXnghpm4Pd5MXpYAcTXdeassIA3953G3qMXiPuMpLXNvXk4Sov9bhRWGuEyEBeOEI/kbyVdxyN9J1pWxA7MxtXc2knM2J5QHsCBT5o1RC8/N9OyllQy4GRO9MwqkbkkMSAPx0ACFF/QDWMG4qnqvURm4Pd5Mffm4Xjp9ROae7xzUNsEKxVam4vE0CsMZPPmzVi9ejWi0Sjuu+8+zJ8/X/nu6NGjePzxx5W/W1pakJeXhy1btmDjxo145plnUFAQk4CmT5+ORx99NO3j/1dGvJK/lXTtVPpORlkRu88h3ZNErD0cg3tmlgPoMbscqWvBU9V7FTOdWS2pZIw1njlx+ju9+ZI0FwzDYEl3sECGh8NT1XtNhY7SYj8yPaziCyEhFVqbi8SQdgbS2NiI5557Dq+++iq8Xi/uuusuTJw4EcOHDwcAjBo1Cq+99hoAoKOjA9/61rewdOlSAMChQ4fw+OOP49Zbb033sF10Ix2Svx3QIprSBTumOZK2JkkSfnBXJXieRTAUTvqYSb4cvdnIzu+sQmf1mgRpLuR6WXZKzsSivMzfzXWM9z2knYHU1tZi0qRJ6NevHwBg5syZ2L59Ox555BHDtc8//zyuvfZaTJgwAQBw8OBB1NfX4/nnn0d5eTl+8pOfIC8vL63j/7wg3qzddEn+ZiARsd4oRmhFdEnaGgPgV3/arwnzTVYtLPWalg30O45Ss5LmSQxxzdajyMnyoKI0H8senkKcCztCB2lf3TBmIN4+cE7j45Ad6wG46AtIOwO5cOECAoGe5S8sLMSBAwcM17W1tWH9+vXYvHmz8lkgEMD999+PcePG4dlnn8VTTz2FZ555Ji3j/jzBKWHRM5tU257NmFtfq5dkRnRJhFMO+1WH+cq1sBKBfk3NIqvinScSQ4wIEla+ehBSd+QTaR/ZFTpI++q2G8p6Ms139WSaL5pbiYqrXOGxt5F2BiKK2hA/SZIMIX8A8Je//AW33HKL4u8AgJUrVyr//853voMZM2Y4fn5BQY7j3wQCfadaqh5mY2tt70JjSwhF+T7k5WQon1VvP64lLNuOY+r4EuUaNd7adxrL138InmMQFSQsunMspo0bggCgROiQnhPvnMnP41gGUUHEg1+7BrOmlCnfX2q4BJ5nNePneRYCw9p6ZjrXMgBg0dxKZf7CEREsC4Qj2rE3toRwdUn/uJ9DWtO1O0/Cw7M9ddjhbJ4079F9vTfLC4FgZurqfh+zfVQ1LRdTx5cY9on6HRpbQigqyMGwoT1n3tvehdZOAX9686QmV2j5+g/x+x/PID6rt3Gl0ot4kHYGUlxcjPfff1/5u6mpCYWFhYbrdu7cie9973vK321tbdiwYQMWLFgAIMZ4OM5etrIazc3tEK2MrSoEArloampz/Jx0wGxsNC2j7lwQnI5fcwxw/NOLBjNQMBTG8nX7EY6KCHfX+Vi+bj+GFGQR4/97TDIj4poz9fNkrNpwAG3tnbixckhsrFKsoJ8a0agIThItn5nutQyGwsjiGTxx3wSNM1mNaFREUb4voXGR1pRngUhUV0nX5jypoZ+zBbPKUV1zDAyALt060PaRGv2zeIQ7wmjqCCuf0faq/DnDQMM8AIDnGMtn9QauVHpBA8sypkI3m+ignGLKlCnYvXs3Wlpa0NHRgR07dmDq1KmaayRJwuHDh1FZWal85vP58Lvf/Q4fffQRAOAPf/hDXBrIvwLUZp6OsIBwVER1zTEEQ2EU5GUiajOk1KrsBe05re1dluOrOxdEMBTWfN7c2gmWkF38hx0nlGtlc4iXZ5Hl5eDl2YR9MLTxJII9h8/jsVW1eHrtfjxVvReNl0IYNCCbOPZEpWiSqUyUgLtvGWE6T+r3tjsHkyqK8cSCazFnylBwOq5F20dm96btobMXLyufdxEis6KC61DvC0i7BlJUVIRHH30U9957LyKRCO644w6MGTMGDz74IBYtWoTRo0ejpaUFHo8HGRk9B4vjOPz617/G0qVL0dnZidLSUixbtizdw78iYEb4G1tCmmgXjqGHlFo5P83Kk/fPIm8tM/9LQV6mQWoGAEkCGhrblAQ2Jz4YtT+F5HhNRQMjMz8NrbNiIqD5GCZVFGN8eSFxntTvHY6KgCTB6+Es52DP4fN4cetRzb4wC022ml/aHjpS36IvzAsAyOBZSAAW3Tk27mx9N28keeiVPJCqqipUVVVpPnvhhReU/xcUFOCdd94x/G7ChAnYuHFjysd3pYNG+OUaRervWI5VypbrYeX8pD2nKN+HcIe5tClD7dj1+7z4ynUl2LanwfId1c5rNVEAtDkYauIlO16d1GyKB1a5MrRxJQIaUyU5+cmZ4z090GlzEAyFsUa3f4CYX/PJ+yca2tzaCXgg7aFwRMD6v55EVOdw8fAsvv/N0SgpysWwoQWOzTFut8Pkw81E/xyCRvhb2joNdad4iyRAM2mf9py8nAyNjVuGnSTEmdeVYMd7n2mICscyVEldI0lHBIBh4OVZREUJoiBqnL7L13+IuTcNU6J5IoJomI9kVHE109xIRHX5+g+x7KHJSu5IvBKy3aQ60jqoQZuD5tZOkH7Gs+Til3bWW7+HooIIUQKReSycPdJQRsUu+lr03ucFLgP5nEJP+I/UtWDFhoMGZ6Sd5Cw9YVITOSfmJLv5AA/cOgpruqu0ihI0FV/VIErSkqRI0npwLLB258cG4qRGRBBtl5KnwUxzIyXVsUzMRNceiphKyMkyv1j1PaftCVqynyjRr7eTdKreQ5c7I1i98ZBmDTO6NY94mQeQmtppLlwG8rmGTPhlQqtnHh6OUQibXeJEMwPYLXsRbz4ACVaStB6RqBRriqSqX8V3O4IZhkEkGtNInqrem7B5g/YOxD4YYQHLXzkASZQ0GpNaQo7H/EJbU/06kHwgpDn3+7xYOHskXtzS4wPhGGDhnFFEc6KTpFP1XtXPj4TEfUVOKii4fhL7cBnIvwBIhDbDw+L7t8ekOrvEyakZgHZfO8zBjjnGSpLmWAYsA6W73dRxg7Hzvc8010QFCV+97irs/OA0ADnRT0qKeYP0DjJRXVOjZegkrUgd8Uabd4Bc7txqTUklT2S/UFdEoJZZsVvS3el66+cn2ZUO7N6X9g4uUyHDZSD/AiARWkmKHX4nTMGJGcCOwzxRGCRplQ9EPvwy8crwcHjqf94n3mf7e5+B1wW02zFvxEtUJlUUIyfLg5UbDhpyKdSQJWRaSZTX323Arg9OE4mdnTXVrwOp6ZW6zIr6fe2UdI93va3qeQVDYXx2rBGtwQ5Dq9xE70t6h47OqO1+663tXbZqj31e4DKQfwH4fV7cMGYg3tx3RvnshjEDqTZ5GvF0YgZIl82ZJknrI5HqzgW7s8HJ99HTcSvfUKIRPSVFudDrHHqNSS0h6+e9Kypi27vaaDWZYMcz9zTiKZdZiTccN971lpmO/rnXjxmIv+8/o+mK+MCtoxx3oiS9T1F/n9E/xTJYu0vrN6MJWHsOn0f19uPgGPzLRHmlPZHQRfoRDIXx9oFzms/ePnBOSSx00kPCbhJfqqv2qpPT/D4vygb6FeIg/18/HjPnOc8x4DnGVnKiWaKmXajn0pfJw8uzeODWUfjV96/HD+6uxLKHp2j6ZSyYPRIefbq5DnL3w8udEURNosBoSZwkLeeT0/+09b7xrLdV8iLpuX/dd0bjJxJECWsoc0+7P+19Mrp9QGpEBRG8STKt4Z4RwTBHqUhU7StwNZB/AZhJh2UD/Y5szk58GInYss3MQ/FI/36fF4vuHIvl6/ZDFEWDxsEwDB6YMwq+TN7ULHL24mW8d7TR8Hk80rY8lwLDgpNEjcZEujYny4OVrx4kZmYDsfyJFRsOgmcZiIIIjtWa80gmKnUSJ0nL+fma9zBn8lBDhQCrcFyr9bazhnaDJFgGhrk3uz/tPHRFBGq7XzVIkXq0e761/wy27j71uc09cRnI5wBWtngr6TAeR6cdQhlv1V6zw59IPP+0cUMwpCALza2dONbQgo1/rwPPMogIsZyR/+lOkqMd8pd2HMdfVWZANeLVrvw+r+0aRSVFuZAISlSmJ8YkRClWM0q20nlY4KFvXKNEMD22qtbUR7Fg9kis2XpUqRgMAOGoiL+8U2+UzEUJlzsjGme73fW2u4ZWQRIyRAnK3AdDYTQ0tmGNLupQfX+z81A20E98h7U7P469tyARI/VI94wKIrbsPqUZx++3HkVJYa4h6fJKBbdU7tb0L4KOjjDxENKQnZ2BUB9VPbOzM/Dm3gb8au1+7Dl8Hjve+wwD+mXCn+3F2YuXwXEMMjwcMjwcBvTLxMFPmuHlWbBMLHx32KCe7OcMD4f+uRm2ciCCobDm/qRxyXNGuy/tHsFQGL9aGyuoGBUkCKKEg580Y+rYQcjwcDh78TL2HD6vMUfxHIPykn4o7O+znC8hIqB/bgZGDOmHaZWDcXVJP+w92oioCOLzZJy9eBm/33qUeu95M0ZgZJwVde3uMdI6zpsxAnMml6Ly6gD2n2jSzEuGh8P0ysEozvcR583Ls6gcEUD/3FjJoCGBHJQN8mPfiSYNMSSeF0nC/hMXlT03JJCjPNNqH9kZC+19p40dhIbzbYr/iGMZ3D9nFIYNysOew+fxq7X7sffoBUOWvfr+VudB/Q57Dp/HyztOgGVZhRGIEgz7RLnnpy3KPedMKUXd2aDmPUUJeOvDs8j1edJeCDIeWsYwDHwmgpmrgVzBaG3vMkhyL24+ApZjweuk92T18EhGOQj1PaKCiDlTSjG9cjD8Pq+lM5ZoaomIWPHKASycY9+ZCsSk/+xMj6G3OckcVXcuSL1PhoeDl+dS0mFQhqxl0ho3kfIn1FqRXR8FTcvRQ5SsS5/ox27WApemwdF6hLR2RDVRWLTyLLT72zkPVvfU75NJFcWYOr4Exz+9qDyrZvcp4ljk/u9ylekrFa4GYoHe1ECsJP2LbV342wefaSQcCYAoSkRp2omWQcLZi5fx3J8/QkQg318Gac7kd+noiuI3rxxQNAxRAo41/BO73j8NQMJVhbn42/4zBgJzy/irkOvzKpLegU+aNWX5RQnEsahBGhfHMYbSKSzD4GtfLtPch+dYTRSbGoIo4Wh9C3bs1UrjdmG1x2TJWtYyBweyMfoLBZrx2ZGqrbRQ2nWQJEPEmBok7YE29gH9MjFsUJ6tsajHpN63GR4Ow4fmI8fLKZ+RtJrYtSw4lsHcm4cjw8NpzpLVeaDdUwZpn+T398HLajX//cebiPN3uK4ZE8oLkZumcF9XA/kXgpUfoLm1EwOL/JY24mSFzu45fB6/rzlqOEx27q9+l4ggEhuIRQQRG/9Rhy219fjylwbh7QPnIAHE7HBaHkU872oW4qzGoAHZuGncYM118toAQKfcVCnJ9ZWc+HyspGq7Wqj6uvIvDMDfP2hAdc0xZT30MMvotqpKnKzkvAwPh4hgrLTw/dtHo+lSh6aboV2tmeaDyfSwECV6FWs1KkrzwXIMRAITEkRg6Zr3cL9DzbkvwWUgfRBmB08TSSNB0zdaLkSn3vTJCJ2Vx0OSxOyEahrNAGa1qCS8feAc/vfcsfjVn/YrnwES1mw9qhBOUh4FaSxW5dxpIc633VBmIA73fKUcN40bgrpzQRT2y8KFf3bg5R3HFeYBAAxiWlnZQD+6IkLCxNFpfoVVgEM8SZyTKopRUpiLpWveM3znMQl5thp7PGOR19ObZYy4igkmEjwcA6ZbqykpysV/bzjoKOhCvWdIUVmlxX7b69rc2gkPpy2fo0ZUSE7Vg96Cy0D6IGgHr6GxzUCM3z5wDk8suFYhVkfqW5JeBoIWTsmramnpIR/Cy50R4m9jR50MjmVw4Z8dhoMXESS8tf8Mqq4vsxU2qvG1iBLuvOVqXHv1AM01Tgn0oAHZSgRNUYHPUFywKyopJfPVhCxeCTPV+TQk/HXfaazd9XEsHBgMFswqR1F/n2E9rIocJnPswVAYb+0/gy27T8X8e1KsO2JFab7hTEgAliy4FoMGZDtKlAXImj/J52QXdiLJ2Cu4qKPLQPogaAcPiFU+VUOSJHRFBCWiI9mmAdp4eI7B0oXXEcMR39p3GsvX7VcIN8nswXMsZkwYgjfeP20wPQiihLKBfkPnRADYsvsUpnU73CtK8/HIN0cDgCF3g6T5vLz9GNa/wWic7YkQOb/Pi7k3D1ccourfA+S6WqSQa7PyF6mqDUXDX/efxks7Yu8ja5zVNcfwxIJrHRc5TNbY9xw+jzU1PeHFcphydc0xPPLN0QYG4eFYpZ7X5c6I7Q6cNM1/2cNT4o6YUs8Bw4DSXVG8Yrsr9goD2bx5M1avXo1oNIr77rsP8+fP13z/3//939iwYQP8/tii3XnnnZg/fz7Onj2LxYsXo7m5GWVlZXj66aeRnf35iKdWg3bwPmtsM5iRIoJkcAImq9aU1XhIzCMYCmP5+g+pkSsyOI7B+JGF+MrEEvxt/xlsra3XlPAYNCAbc6aUYtM/6jS/k/uXmCXFAXStKaIzGSRK5EqL/cj0cuiklJAHeiRe0pghwbL8RSqEAhKCobCS76AGy4CYZGdnnhIdu1JJmlJsEjCWeRFECfXng/jly/vAsQxEKVY12KracDLLsZBaHjQ0tmHFKwcM73L3LSOuSO0D6AUG0tjYiOeeew6vvvoqvF4v7rrrLkycOBHDhw9Xrjl06BCeffZZTU90AHjyyScxb948zJkzBytXrsSqVauwePHidL9CWkCq8fSDlcYujR6e3MwnleMxq9ja3NppWnNKhix1+X1e3HZ9GaZXDjYQmemVg7FVl4gliD2dFZ12upNBCr80I3JmiZoFeZmaaDASaGNeU3MMkCQNQaHZw50KBfEUeoytndFeH7VIsrNCIgINrYkVEJvXkqJcava4eq49PKskVdLGkiyTGy0A5pqyAiycMwovbj6iqeWVlXHlGoLSPvLa2lpMmjQJ/fr1AwDMnDkT27dvxyOPPKJcc+jQITz//PM4c+YMrr32Wvznf/4nWJbF3r17sXLlSgDA7bffjnvuuedzy0AA7cGrOxcEzzIGDUSiNPOxQjwExu8ztmPVS8xWNadk6KUuEpHx+2L9J/RSb1dEsJQUlczqGmMfFBJRoBE5q7wXtQYjdTMD+Vq1D4Q05tifWm9QMqLm5DGz3YEVd98ywla+AY0Zqtcq2dqtFerPBzVBCjLU9cr0AgBJk+BZBtmZHssAg0RNbqTcLLVQEIvKYiF0fy+IrhPdES5cuIBAoCceprCwEAcOHFD+vnz5MkaNGoXFixdj6NChePzxx7Fq1SrMnz8fOTk54PnYkAOBABobjTWJrFBQ4CxGP/asxJrZJAPeLC+MDViB7359NIYNddap7a19p7F8/YfguRhDWnTnWEwbZ01gWtu7UL39uPZwbDuOqeNLkJcTywEIALGaU6r7z7juKrzx3mfg2FhTp+9+/RrMmlJma6xV03IxdXwJGltCKMr3IS8nA63tXdDzKEECyr8wQBmH+rfbdtdj/c4T8PCs8r525szO++rHmJXBo6MrqvxrNmZJMgYSkN7DCUhjfun1E8jNyaTOeWt7V2x+C3KwaG4llq//UInqe/Br9tcqXijP754r9efr3vzEcP03bxyOb0wfrrk2AGBY97SMzI4AACAASURBVP8H2NwfJJD2mxOcaLgEnmc188/zLASGRSCQi0sNl+DhWY1Qo/4+1Uj2M9LOQERRmwcgSZLm7+zsbLzwwgvK3/fffz9++MMfYt68eYb8AVI+gRWam9stTQ5q2K1TlA4smFWO6u5Wr1FRwne/PhoTRgxwNL5gKIzl62KlQmQz0/J1+zGkIMtSAqo7F4S+ICzHAMc/vahxMqprTskazozxQzR/O53T/lk8wh1hpde6PBeKpDirXPO9GjePHYRrrx6gKVpo5/l231c9RgDIVP1rOubZIwHEmJLiAzF5DzuoOxckmnx+u+kgrh5srFK85/B5rNmmbR+87KHJyloNG1qQ0v1vpuEdqmsGo2OxmV4OFSX9kJeTYTouJ/uDpI3r95sZ1L8vKshBVKfxRqMiOElEU1MbOEk0/T6ViIeWsSxjKnSnnYEUFxfj/fd7Gvs0NTWhsLBQ+fvs2bOora3FHXfcASDGYHieR35+Ptra2iAIAjiOM/yuryMZHc30qno8hzsRR6HT0u9WJqpEEE8BSKcHKNlhqEX9fZqQa3nM6vIXic5RzIRIiHojrHEwFMaLW49q3vHFLUfxzCPXp6ROk/4MWOU7qSOvZIg259/u/ki0NI/+94vmVpqawdIdVZdqpJ2BTJkyBStWrEBLSwuysrKwY8cO/PSnP1W+z8zMxK9+9StMnDgRQ4YMwcsvv4wZM2bA4/FgwoQJqKmpQVVVFTZt2oSpU6eme/hxIRn1o2ToCbFTxpRo2Gq8mz8VLUFTbY9PZhiqfv3VBDovJ8NAsOOdL7/Pi7tvGUEMLdZXz21obCPuhYbGNmpuR7yw28BJne+kZx5mSYskWO0Pu1n+tLUg/X75+g+x7KHJ1NwRM0HiSkTaGUhRUREeffRR3HvvvYhEIrjjjjswZswYPPjgg1i0aBFGjx6Np556Cg899BAikQjGjRuHhQsXAgCWLFmCxx9/HKtXr8bAgQPx7LPPpnv4jpFI+XErqPMtnPTFsFO6g4Z4wjJJZpIrpXRDssJQnax/ogKH7DBfuzOWDBiJxioUrN54qFd6UtDmgJRbIv+tZyxWSYvxoKGxzeBV1Cf1Oe0rwnM9fXZI5kIzQeJKRK/Ej1VVVaGqqkrzmdrvMXPmTMycOdPwu8GDB+Oll15K+fiSiVS1diXlW9hhTE5Kd9AgS3ZypzWr3g8kM0lfiTqxI+knGobqZP2dMByzsd9YOQTjywtjuQcbDiLS3X1Pfb+SotyY70VFwznGPDkwHjhp4CSXH3GatOgUslCjj9DrDAuoPx9E2UC/5VqQe4A4rwvWF85BvLhyA5CvEKSqFAUp38IOY4qHoJH6jVuF88pIp5nEKewUrEzUxOB0/e2uj92xZ2d6YloI4X5lA/14oKoCa7YeBcswECUJC+eMSjpBi6eBE4mxAFAEFlJdMxlmJic5j6mawDxkrNt1EuPLC23V8tKPc9GdY1OWpJgKM3CicBlIipEqpxkp38KMMKkPT1iXeBjutsXqoSZS4YgAMLEWqVEx1sFP/fgrTZo6e/GyobowsWBlEnxWTtbfDsOxXWyzO6nO7H5OugjGS7ys5oCk4enHdaSuBY+tqtU4qyuuyjOMjbZ2horQJuOVCbudtbAb2JKoIJlMP2oy4TKQFIFUyiCZ0oPf19Pj24ow6Rs4SfpShoRwaGIVXUlSzCB60KSpdJlJnMCsND2pYGWizNFuFj9AJ7ZAj/TtpNjmul0nlcxs2j6xMtElg3jFcwbUplKas1rNMGiCTUlhrmljKD3CKue2HeZvx8SZaACKoYrB1r5hBnYZSApAO3DJXmxSvoUeVl3VgFhWr57402pJ0UArCOf3edNiJrELq9L0gNGBa9fUYCal+33WWfwyrKRvmlZBG3tpsR9PLLgWdeditn0n/bitMqudwIzQms0dzVlNYph6cCxDrMjr4dlYigDLGDPdVQJVMoW/eO9FcvarK1P3JlwGkmSk21lmJf3YYQQkVdqqDDXHMpBECfJbihJwpL7FFkHsTanJqjQ9yYFrx9RgJaUTpciaY8jJ8mBcFlkToUnfslbxp50fK0zZbOz154JY96a9hkp6Qt7YEkpJEIgaVnNHc1bLYzGDXNlZ/3sGwJKF16HuXBB/2HFCU09OL1AlM1zc6b1ozn5AW5m6t8D22pM/pzBzlvUGSIePY2ISWJaX09QUUsPvi5UqJ8HDs5g3YwQ4vmf7yDV9gpSWmX6flxjamG6YlaaXtcQFs0fCazE/aqiJfEdYQDgqGuaCtC8iURErNxzE/T97A3uOnCfem/Q7lgHaQ5GYpMxAkZhJY59783Cse/Ok6dhk7Dl8Ho+tqsXTa/fjsVW12HPkPIryfSkJApFhZ+5I77XozrFEhsmxDDwco1m7QQOyiWs6aEA2whHBUIw0me+XCJRKxBQNi+9FuqKMoVef/jlEbzQAMgPN9mpHIyCVKpfj8c2ie4YZb9VnQJsPtVnHqcZEI/IHP2nG6GEF1JBPAEpLXpqWSvpdZ0TEa2/XaZpZ0VrF2o3+oWnOU8eXpDRz2u74aM5qu3ubtKbBUBjr3jxpGNPcm4f3uqADWFsP+gKjcxlIkpGMqKtkh+vRCKLVvUnVWdXx+AazQne2c2t7V58LOQyGwrjUcAmcJNpiEE5MDTQi//IbJyC+3mOSMWssRDMLyZqgPrNcz4v04aXq+9gRaGiEvLEllFITZCLlcQBne1v/e9I7Z3pYlBb3jeQ+mtDhpCd7quEykBQgkQOXzHA9PRFPdvil+rtwVERUELFq4yFE/hyrrsxzTK9lnpNCO3meRTQqOg5qCIbCaGiMhWbKzFM/r/JcsAwUp2ynLnHPrLGQmTTZHrJormLye7sCDY2QF+X7EO4I294/TgWHRKOT1Ovi1EFPemdRQq9L9TJIc+O0J3uqwUiSRPeUfg7Rl6vxBkNhPLaqVmNG8PIslj08hbhZzMYWLyMiHTYzohAMhfH6uw3Y9m4D9Z4cy+CZR65P24bX90LXh3aazSnpXi9u6WkAxDIMGEia7nbqBL6DnzTj5TdOaMx+WV4OP7i7UlO2Ys+R8z2Eobu/N2l9gqEwFq+qNdjBWSY2r+oujmbra4ewa8bUfc+qaSNs7/9EhB+njOfIZ6147o8faBozPXDrKMPzrMZEeudEhJ1U0ItkafOfi2q8Lugg2tIdRLzoM22dRoJZhR/LDjs1Y2lobMOOvXTmAcQk2WOnLiHQL8vyECR6WOyELTsJy11Tc1TDfOSe9PqyILKEPnpYAcTX9RFDxhBntZZa/oUBCFPKhje3dhp8TQBw2w3kLo402NEgEtGcE40+dKIhB0Nh/Gbdfs26CKKENbrn2RlTX4oQpEE9N04FvFTDZSB9CERbuqo2jxmsMm2tiKaT7Gall/e2mD2fUD3cgBc2H4aXN0rttHeIVxq0E7YcFURDZVravVhGl3Spg35eZbODum0pLcRZJgx5ORnUvhOkPeHhWUzvDt9MNsGI956pqvlGexZLWGOWgeZ5dseUinlMBUjnQz6HvZWh7obx9iHQQmfX7TpJDY8FjKGQUUEylMK2itiwk90sh1muqTmGNTVHEY6KBmcwDYII0zBSO+GcdkAMW+4O7fRl8uC6KwKv3ngIi1fVYvM7ddRnFORlKhoH/b2M8yq3LVVfsyaOdwHIIawLe9l5KhfRVL9POqMPScEdgNF/ka4xkeYj2SCdD/U5TOTMJAJXA+ljKC32I9PDarJjrSQ5EvGXM209Khu5GdGhHTb5+WqwhF7eTkB6HzMGJsPMUSrDLGy5tSOKn615T1OZduM/6rClth4L5xjt536fFwvnjNJoEyQfiH5MJLNTJCrib/vP4LY4Mod7y8yijlyTn2lm5kxXoyS/z4v/NbfS4ANRM1bZrGNVxiVRkBpKyTW67MKOCYoWKq4/h6nS+mhwGUgfQ0zq1X5mJTWRiL+caWu3aQ2NAJCStUQJsYbeKnAc01100VojsZv5Ho4I+M2fD/QwMgZ4oKrCUkWnEVyBYYn+hIggUe316sgpgByFpUdBXiaiBAl5a229YnpyinSbWWTCqI5cqyjNN/UppJPRyWV8SFFYeqKeqsglsxpddp9j12xLixjTx0ClOzfENWH1IkiqL8lkQZKagqEwTjRcUuz4tExbJ9nfkyqKsezhKfjB3ZVY9vAUamb2wtkjsXDOKM1n824ZYUshkUuGkPIdbhgzUPOZBG0OgyDFisjZUdH9PmPmOymrWoZZtQC/z4trygpwTVmBQsjN5tXv8+LWyUMNn/McaytzOB0mEbPnqAljqDOqmEYaGtssqyxYzU0yoV8X/dhls866XSdTwtCaWzsJW16ynR3uxGxLOodfHjMQkqjVPtKdG9IrGsjmzZuxevVqRKNR3HfffZg/f77m+507d2LFihWQJAlDhgzBL37xC+Tl5WHjxo145plnUFAQ6yMxffp0PProo73xCgnDTPKwkuRI0uGkimIU5GbicH0LvliajxFX9YtrXE6StfSfZWXwqK6JjSsSFQ3hszzHYPFdleB51uDAJjW6ItF6lrHXu4R2iOZMHoottacQ0Xn+ky25TascjC219RpfVEQQkeHhTH+XrrLdTjvtyX/3pSoLJKTTmZ/h4Qzh1eGI9RrLIDEgCaCOVV/V+anqvZrzxTKxM5lOpJ2BNDY24rnnnsOrr74Kr9eLu+66CxMnTsTw4THncXt7O5YuXYoNGzagqKgIv/nNb7BixQr8+Mc/xqFDh/D444/j1ltvTfewDUgkdM5OeCEtdA+A8lv599U1x3C4vgXvHIjVU/rLO/W4adxg3POV8qS9E4mx6D+TN7jAsOAkEUfqWzQmsRvGDMQz6z4kEi1SxVESBDEWEqsfq2W8/+HzqN5+HBwDABImlAfw0cmLSq4IrXxFIr3JF84ZheqaY5CkWFADwzB4qnovlSmkqxBnPJ32BFFCSVFu2vwcTqEOYacxuWSHu3ZFBPAsoOYhHp4x1NaigcSAIlFzBiSfOVKFYVnD/VxrILW1tZg0aRL69YtJyDNnzsT27dvxyCOPAAAikQiWLFmCoqIiAEB5eTk2b94MADh48CDq6+vx/PPPo7y8HD/5yU+Ql+fMYZUMJColOpGS9M+aM3mo4bcMJIV5yHhz3xncNG6I7dLd8nNYNtYz5O5bRii9tZ3A7/MqCUskiYkWJkyrOKrH9WMG4YNjFzTVZWVHKY0gkgjmgU+a8fUvfwEb//EpeI7Ful0nkZXBG5lOAus8qaIYJYW5WLrmPQBQ3o/GFNIlPdup3SUzCrWWm24/h13o1+mGMQPx9oFzmnVLZpMwmREdO3UJ+i3LMKwtjUw2H/Ico2kt4OHsMaC+UnMv7QzkwoULCAR6GlIWFhbiwIEDyt/9+/fHjBkzAACdnZ347W9/i29/+9sAgEAggPvvvx/jxo3Ds88+i6eeegrPPPOMo+ebZVXSEAj0ND9qbe9C9fbjWmK17Timji9BXk6Grft5s7zQt6MQRAm8l4c3y6vch/SsrbtPGdReGt1tagvjS6OsDwnpOS+9fgK5OZmYNSW+fgPynAUADANwouESeJ7VPIPnWbR2RFG9/biBefAxVcHQt+PdI41468Ozms/+tOtk7Pqo6vc8C4FhEQjk4hLh2RzHYNPbdYgKEqJCd1Kgah2Tsc4AcKkjCq+HQ1ToGZx6bOr5Iu4LCSj/wgBHz7QC6TmdERF/3PkxhB0nsOjOsaiaNgJTx5egsSWEonyf5vnymvY2AoFc4jq9ffA8fv3/TEdHVxRZGTya/tmBn/3+Xc0ei2ctAeCtfaexfP2H4Figo8tI6L9z2xcxbKh5q2b1PfT7m2FZW+sdALBobiWWr/9QYUKL7hyLYUML0NreRVw3QEvLkoG0MxBRFMGoGrZIkqT5W0ZbWxu+//3vY+TIkfjGN74BAFi5cqXy/Xe+8x2F0ThBoqVM6s4Fu80gPeAY4PinFy2T/dRYMKtcU0dKEET8v/+zVyMdEZ/FMpg5sQQ1u08p0uHXvlyKP//1U+PYc72G0gUkNb7uXBCk3LvfbjqIqwfbd4jK9yZlVnOSiKiOSUSjIlqDHYZ3zPCw+P7to9HeEaHWl9Lcm2UMDCgaFcFJIpqa2ojPjkRF8ByrrSasWsdkrTPtveWxAdo9pt4XgihhwaxyhDvC1ETDeCE/Rz23HV0xJrd83X4MKciC3+fF1SX90dTUlvTnJwp5zmjrdK4xiMaWkJLsqt8f8axlMBTG8nX7qVUOMr0chg3pZ3rmABDvkenlIDpc74qr8rDsocma87z5bx9TNa3PRSmT4uJivP/++8rfTU1NKCws1Fxz4cIFPPDAA5g0aRJ++MMfAogxlA0bNmDBggUAYoyH4+w5q5KJZKmOhsJ6orE8Bu1Z0ysHY3rlYMXX4Pd50dzahTf3nVGuu2ncYIP5imaSKcjLRJSQTs47MJ+QTG3qZjeyWUTdmZAWJixJPWGZFaX5xPpSaoiihLtvGUGN91dMMttiPhC12Us/t/I6JmudneZHpMJERBIa5OeQ5jaZZjO1b8JuSLkT0NaJVM5Hf43TtbSqchCJCErxSRl2TNCZHhbzZ1ytmA+dQO8rTWczO6AXGMiUKVOwYsUKtLS0ICsrCzt27MBPf/pT5XtBEPBv//ZvmDVrFh5++GHlc5/Ph9/97neorKzEl770JfzhD3+ISwNJFMlMmPL7vLG+GhyLiGA8wGUD/abPUksU93ylHDeNG0JtW2q1ue6+ZQSxZLhde67+3sQEPQk9TZCgbYJEe0e/j1xfCtCWtZ5UUYzx5YWGfg/y35MqijF1fAmOf3pRIWZf+3IpNv69DjzLGMpj68cV7T78dqAn2E6ZQjJzPsz8OLS5TZYtXX62hJgG4OEYMAyT1CKLtP3TFRGIxD6DZyEhvlLoVl06obOkyLXU1JF4W2pPQR/vLkqIi3nokc4INBlpZyBFRUV49NFHce+99yISieCOO+7AmDFj8OCDD2LRokU4f/48jhw5AkEQ8PrrrwMArrnmGvz85z/Hr3/9ayxduhSdnZ0oLS3FsmXL0jZuPTFKlpRoJek6edagAdlUp7nV5pId5n984wQ4htEcMqtDTJPM1Al6AAzd1WhNkEjRXnbKWqsJL4lwVk0boZg15MgoD88i2q3B6ImaPK6/7T+DrbX12P5uA7buPqUQQNK8mGVqp9vhbDfaz65A5CSKifTsGCHV7gmz+9kNYiDtn7MXLxtCtT3dzdDsVDQgQT1XDHqagcnw8iwaW0LonxUjq2/tP2MoKRQRREwoD+DAJ81Jj2TrDcd6r+SBVFVVoaqqSvPZCy+8AAAYPXo0jh07RvzdhAkTsHHjxpSPTw+rKrVOQOrRYXWAk0F8SNnR+s2V5eXBsiwYpifR3M4hNpPM1IlmZgzM6h2dMFIa4Rw7sthI1Lr/v27XSYwvLyTet2b3KUQESdESq2uOoaMrajCZWWVq08aqLxeSKOQ9drkzYksipXXra27thDfLnDHSYGbu4VgGb+0/g627T1Hv58QcQwvplp/u4VkwiAlE15SZO7itoDE9bzioEYjU/VOCoTC27D5FvMdHJy86qhJhF8m0jtiFW8rEAq3tXUmzKyqhsgwUqffGyiFpCY08UtcCUSWR6bNWSf2X19QcAyRtYUbSu/t9sSKQa3d+bIgqUTOpRKUju4yUpm0dP3XJlKiRVH1ayKv+XatrjuGRb452ZEKgJYQmAk0vFEG0XRaHqr1JwNybhpmGSZNgJlREBRFbdp8iaqPy/eyaY0hlS/RjlSQJSxZeZzukHbDOibqmrAALCcRarqzc3NoJjoGhbI78Hl0RwZYD32nuSrrDrF0GYoHGllBS7IokiUr2OdxYOcQWcbSzmWj9Aqq3HTPNWk2kWNuew+cVaVwUJUhSLKpELQEFQ2HMnjwUW2vrNU2QUrHBC/IyDc7TcFRE+dD+VKJGI6wkQhgVJfAcq4T/As4ztdX7QZ0QmojDk7THWMRClj0EP4/de6zd+TF4Tlv1yOoM+H2x0jTqwA6WiSW7zZ48FK+/26CNgNPdz8wcI2ttHZeNwt3anR+D1+1jD8faTu4DEjOdyaDVQwNi+8eO4BRvHlI6zaUuA7FAUb4PYd3mC3ernk4Q6y1h/Hztzo+pphM1yDb9XOo1UUHEnCmlStMhq6xVajVei2JttAZOU0YXo+r6Mo1JgWMZgGHw1YklmgitlEBfhl2S4M/uUfHVPhDZvGHXSUuL4HKSqU1aE4aJZeTHa2Yh3VME4O0OAvjG1C+gqL/PtA8Kca+wxuQ2qzNAKk3DsgyeWHAtcnwe1OjMO/p9RTPHqNsThyOCIQUgxtity9TQhDGnkUw0Yk0LTAGAu28ZEZcPKdURVfHAZSB2oHYKIBY10dDY5sgZR5NI7JQfoG2mqeNLTK/Z9I86bN19CnfdPNxSMlYfWDlqBgAkMGAZSSkRoSeItOY+uz44g0EDsjG+vNAwrq27T2Fa5WDq+yaK5tZOeD2cEhYNAF4Ph8aWkCE73o4dmiRpynW/9IzCzJ+gfg6JYXdFRKx45QCxtLwd0MxGcoXkP//1EyVyjVahliZIsAwDQc2UCblbahBbDHRrAoN82bYYrX4uASgtn3v2ky6iySKkG7CuA6avcCtJUlyRTDdWDkHd2SDePthTJeKGMcW2Kjw0NLYZpjjdpdrtwGUgFmhsCcHLsxpiJAH4zZ8/AseyjtRKYqisDXWWZl7ae6QRZUXZ8Pu89Eio7mqkdvoi6EtvqG380ysHY+bEEsNvaDkkQEy7CvTLSntoIY0Iyg7OeFR8/W/MzBc0f0JUlHCrKj9mweyR+N3mIxo/hRy5VlKY69jJahUlBPQkDb70+ome5DVdaK+GuEvA7EkleP3dBi1D5s0Fn2RFF6rnklT/ycPFIgY9ut7w+pBuGVaSfYaHI0ROSbYLJKoRDIXx3tELms/eO3IBd0wn112TsefweUP4L9D3ClcCLgOxRFG+j0ggBTFW2M+JWilLHrJNWTQxcahRkJdpMKN1RkT8dtNBCEJPrwazSKjSYj+WPTzF8sB2RQSDfR8A3nj/M8ycWGK43kxVl23R6Q4tpJk/zFrH0uC0wKT+t2b5MRWl+WBZBqKeYEVFLF3znoEoWo0HMI8S0qOT0NddfQ+5qsDF5nZLk5MeyYgu1L8riSkxDIMlC67VMFuzObJyzndFBHi6q0nL8PDOfCh2n0V75+ptxwzMw0Np69DbcBmIBfJyMjBnSik2/aOO+L1TafrGyiFU6cgUOjMa0FN6orrmGJY9PEXJ9KZJLnYkb6dZ6cFQGKXFftx2/VD85R0tkRG7M8qTHVpoRUSDoTCK+vvwhI6wOEWixRRJZgigR8uIRW0ZmbUEaGt0mfSmJ41HHyXEsgw1ix8w7xOel5OBcEc4rjVMJCKINvfKOLhY+Zq5Nw/XRFdZrZmVZlSQl2moCs3AXkKtHvHkZZCYTkZ3/kqiIcipgMtAbGB65WBsJfSQAOIvb+HkMDW3dhrMaGqwTOwa+cC+tf8Mtuw+BT4Ogu33efGNqWWG2lqkrHRjFdRi7DncCA/PQhDM/QLxwlbZdt33TuodyUjUiUkzQ8joidqyrkDMsdre9HbHo573+vNBrNt1UlP7SoadPRzvGsZjLjSb+0kVxejoinYX0NRWUU5G4qQdzYk0XnleAqrP47kXielI6OmE2dfgMhAbOFLXAlF30NVlGVKtVlqVUOiMiKg/H1Q6wVVdX4Zp3dFXdrOG5WuP1LXgtX/UK2o8zwIsa1SfSYf1vSMXsHThdcjKzjAkxiUjtNCKQCRK9NXzkEhZCJoZQg05aotm/tNfKz/f6XjkeS8b6Fc0X5mZ0IiaGUFMhwnFbO6BWNJnJCoqYcDyGttdMytmaJdZBkNhg7D2na9dg4Icb0JlbPpqzxUSXAZiATmRUNNZjwX+/Y4xcZdEcAr9pgpHRQND0WdS2z3spMQzzb2ZWOilPgmLdli7IgK+1F3BNdmwIhDEYAObRJ+UkObU/GCaAc7FTJBeXhfNRum6yLHQ5MuQik7Gm4ipZiZ6oqafh0VzK1FxVXp77piZfsz2gBOTkdX5sPper2HKzGzVhgOGGm1OGS+N6SS7IVYy4DIQC5ASCT08h+xMT1oXUb2pLndGsGrjoYQrqNJyONSgJWFZHdZUbHY79mv9951hQdHOaCDNg93INRn6aCtRZ+7kGAZP6MpXBENhrN31seFeXg+Lh79xDbIzPZr5S6ZkSiJqpHlYvv5DLHtoclr3upUUTtsD6ZLerTRM2URop4yN3QCNdLU6dgqXgVigKN+XligiOwRX3lTBUNjQ08RJspQMWnKj1X3lsdAO61v7TmP5uv1J3+x27Ndzbx5uMAnJ2lmAdFPQNRu7kWskwsuxDDw6LYKkxfEsYyj/EokKRO02Gb4kpxFKPJeakGuzcZgFQSh7QFWaX70HnJif4p1HszpfarC6Lo9qOGEIfTmp0GUgFsjLyUi5VONUurA6RHbvWX8+aHCocgzAcqwtBzwtaW75+g9N/RR2CyKSrrMiEKXFfmR6WM17ydoZrYuemWZjx/xAIihensVDBC1C/1yya4vBkfoWaoRVvHvPToSSPgIvKiRHWNL72WjjsBMEoS7NH094daLSvJVPUkZnRMTLb5yA+LoxFNsJQ0jEH5dquAzEBlJZoCxe6cLsENm5ZzAUNpTjAICZ15VgyuiBtsNf9Ye1ubUTPMcgrCp0JG92O2Goasckpys6SXumGiSinIycBTPQGJCVj0x+7pqaY4aqrsmWMO3siSN1LZq54xhg0Z1jEx6DlZ9NX/KfNEZAW/o9LyejV6LrAEKvmO6yQbk+D9a9+QlYSIYOmupnOGUI8YQDpwsuA7GJVEWgJCJd0A6RnXvS1PBdH5zGzg9Oxx3+GpNi7XWI0x9cmmNSXXTSCvEyg0SEhHieKUvkFaX5+PH9E/F/1ryLLoLWlKw9Z7UnlIKbKkLFcizGVVpXxQAAIABJREFUXh1QOuzFY/ax42dTR1iRxvi3/WdQoyv9rq8DZ/Z89ZiTJc3T9svMKV/AX987Zdrl0SlD6MuRWS4D6WWkQrqw4+C+3Bkh1uaSy1+s2XoUOVkex5Fmfp8Xi+4ca/CBkDrEqYsHWjkm7RadBLTZ2ID9GPpEhAQnDEhvQvnO164x1H60uwf0BJJG5M32RDAUxsFPmg3+MJ5llAZJNLNPvM3GaO+qH2NUlLC1tt7QUkBdB44GUhmZ8eWFSTtvpP2Sl5Nh2eUxHobgtB9OuqK1eoWBbN68GatXr0Y0GsV9992H+fPna74/evQofvSjH+Hy5cuYMGECnnzySfA8j7Nnz2Lx4sVobm5GWVkZnn76aWRn26/x3xeRCunC7J7qQyUKIjiWAc8xGukXiGVLr3z1ICRVOKJdTBs3BEMKsgyETX9w1cUDi/r7TAmNnaKTapDMZVZSa6IHzw4DIknkv/vLYUcRXzL0RP36MQPxzoFzRBMhbU/I88SyDDHBsCjfh4vN7UTtsaMzinVvniQ+TwaJcZn52fRjnDN5KLa/22Bo+azu/Gd3nuUyMl/+0iC8rZunZBJaO2c6Ho3Xzv5Kd7RW2hlIY2MjnnvuObz66qvwer246667MHHiRAwfPly5ZvHixfjZz36GsWPH4oc//CHWr1+PefPm4cknn8S8efMwZ84crFy5EqtWrcLixYvT/QoJI9Ge2TJa27tQdy5oOxmKdKg8LLBw9ii8uOWIQfqXmcrvtx5FSWGuo4Y8+s1Os/fLZT3+99yxxEx/GXaKTsqwU71Yj3QdPFqkk92ILxmkd/yrqvcGYF7jSp5LubqtGuo8hrycDBz/9CIxv2btLmNTLVKzMRIxpe130hi3EupwyYUxaaAWFxUkvH3gXMJlbqxg50yroypp59gJeiNay5KB/Pu//zvuvvtuTJkyJSkPrK2txaRJk9CvXz8AwMyZM7F9+3Y88sgjAIAzZ86gs7MTY8eOBQDcfvvtWL58Ob71rW9h7969WLlypfL5Pffc0ysMJBFJNZGe2YZIlu3aKCw9wSM5uI3Ei0WgXxYWzhlFreIaFSQsXfMe7o+zzLiMSRXFyMnyYOWGg5pnSJKEX/1pf3dvBwkeLjY3DMPAw9OLTtLWgWbnpkmt6Tx4JIlcjnRyYkKzYxoyq3EFkKvbZno5zJ9xtSb0lDxm0RCCTAtbpRFT2rvq5yGewphmkVJywms8Pj4nSLfG0BvRWpYMZMaMGVi1ahWefPJJ3HnnnfjmN7+pEP94cOHCBQQCPRH5hYWFOHDgAPX7QCCAxsZGXLp0CTk5OeB5XvO5UxQU5Dj+TSDQY/p4a99pLF//IXgudngW3TkW08ZZO3eB7qz27ce1hGrbcUwdX4K8nAzT32qe252JrolksXEfb5YXeheDIAHlXxiA63IyMHV8CT45/U/8fM17Bqk0KkjEZ7S2d6GxJYSifJ/mc/WcqTEuywvp1UOaz3o0n+5/GQb/vfhG+LO9xHsb5kO3DrT3JN0HAC41XIo1KFK9M8+zEBiW+h7xIgBg0dxKw9iHDXVWKI/0jnrIa0vbE6R7iBJw43VDNb8ZNrQAM64rwdbaeuWzG8cPwVv7z2p+2xkR8cedH0PYccJwLgKAJoyatm9IqJqWi6njSwzXm62NMs/r9hv2stW8JAq7eyYRekCC2fm2M2fxwJKB3HbbbbjtttvwySefYMOGDbjjjjtQWVmJb3/72xgzZozjB4qiqOkiJkmS5m/a9/rrABj+toPm5nZDEp4ZAoFcpSxHMBRWNqQcprp83X4MKciyxeHrzgXB6ZvEMMC+I+dM8wVIz9WDgYR9R85ZVuxcMKtcK83NKke4I6xIc1cV+LBg9kj8futRQzQVxwDHP72oSG406Uk/Z3rJc+5Nw5TWo9FuTUNt1uJZBucag8gc6Ef/LF4zPtp86NeB9J55ORnEEiucJCKqZ5hREZwkpqQkS8VVeVj20GRlXoYNLYjrOfp3vGHMQK1tX7e2du6h/00gkItPTjXjjfcaNL97a98ZxW/Dqgo0yhWizc5FvFK3ei+o9xgNFVflYe5Nw/HyjhOQV5djGVvzEi/sjEsGjR6oz5hTmK2nk7HJYFnGVOi25QMRRRGnTp1CfX09BEFAQUEBli5diunTp2PRokWOBlRcXIz3339f+bupqQmFhYWa75uampS/L168iMLCQuTn56OtrQ2CIIDjOMPv0oFEVUSSWh2OCFix4aDGoag/THbMFXa72dmxzaobS6mZiD6Si2b2kfVHEqGAFMsMl1uPfmPqF/CarlS+VVSMnXVwEonVG2GSyQgLJ63lbTeUOTKvkjo06lveWmXqH/yk2TRsVY10mguDoTDWvXkSatGAZaDklaQTakEKgDLfdiPC7JrNU5mzRoIlA5Ed3ldddRXmzZuH3/zmN/B4PAiFQrjxxhsdM5ApU6ZgxYoVaGlpQVZWFnbs2IGf/vSnyveDBw9GRkYGPvjgA4wfPx6vvfYapk6dCo/HgwkTJqCmpgZVVVXYtGkTpk6d6vyNE0CiIbekBCRRArGyqFUIJscyYBloHN+yQ9rqMNohXoMGZOP+br8IiaiaEfFhIBOKNVuPAjpt47V/1DmOQLK7DvpILLPCgDSG05cK2JHGQgpWcDpOv89rmuQZ69JHLgHv93ktw1bVSKednubzs/usZK29WpAKR8VYUc1u5mHQGgl7P55KFenaq5YMpKWlBS+88AJGjhyp+dzn8+GZZ55x/MCioiI8+uijuPfeexGJRHDHHXdgzJgxePDBB7Fo0SKMHj0aTz/9NH784x+jvb0dX/ziF3HvvfcCAJYsWYLHH38cq1evxsCBA/Hss886fn4iSIakqi+KuHrjIU2fD5rjc8HskXhxy9EewilJuG36cGz5+6cah3Qih9FJdJgVESdWxmUY6Lv1mNWcoh1gO+sQT2FAPRElHe7eKmCXyigx0lz9vjsP6NKh83hp21Hlcw/PggHi7qFRkJdp8EmEo2JKsqoTEfiSNd+0REr5zOsjwgBoIrL6ch0swAYDUWsHetxwww1xPbSqqgpVVVWaz1544QXl/yNHjsQrr7xi+N3gwYPx0ksvxfXMZCEZKqI6fM/OBg+GwsjJ8oBR1f4WJGDz3z+FJMWvEanhNDrMimiQDq8oSdBzEFrNKasDTAtTlv92WhiQdFDftAiLTRbMwrFpY0vmWEhzFRUkPLvuI8O1kiRhycLrDCHdjs6FPmtS/3eSQNqjc28ermS9AyCON5nzbWV+VkeEkfY8KT/KiZBI6+2SLLiZ6Dahl4aTcXCtNrjf15P4xzCAvhoEyzK4cdwQ7Hr/dEK2e7sHhqShlBTmou5crFy6mqjQGIx8b7Px2h2Peh3s9PMwKwwYb1hsothz+LxlOHaqzT6kIoo0sCyDlrZOYk6QnXPR3NoJr4fTaN1eD5e0dzHTouvP9TTSCkcEgGHg5Y195+Od72AojEsNlzTN1KwKL6qrAZD2/BMLrk2aFpWK3i4uA7GBRNRZKzsqbYPLRHDdrpPUOkKdYQE7936Gu24ZgUC/LADx2e7tHBh9Qbw5U0qRm+UxzUSmSaVWkmpzaydYBwfYbj8Ps8KAdiqsJruAnV1Gmepien6fF3OmlGKTLpiBhLDNYA0a4nkXu3vZTIsGgF++vE97liRJYWTqeY9njPKzeZ5FNCpqnn39mIGaJE8GsXwbtQBFyslhmZg5K54qBenq7eIyEAvIHQnjUWftMh7aBl+782NwLGv6jIgg4Y87TmhKQzi13dupnaWfAxKx0Udhye+mnycrSbX+XFAT0aMfjx5WUUJW4bIygVIf1HBUhChKitGQYxCXdmcGu5JuOqLEplcOxtbdpzQBDjTYDdYgwem72D1DVszYjilJnnenY1Q/W36+uorwOwfOaa7nu0v9q+vMkc6gUg6+W5gsLfbbNps7NeHGC5eBWIDUkdCuOmvVv9uqSigAQzdAnmPAAggLWn+IoIrkcmq7tzowdsw7gHXfDTuQQy/1mHvzcEfaA823ogfJ9BXol4UVrxyAeuZZjk16+KcTSTfV4Zl+nxcLu/eAhFhkIMvEEgs5FtBbuBIxoTlp+mQWKu6kh71dU5LTMQLWPdwNhJxlDB1N1WdQnVcjC1Lrdp3Esoen2J5vs4oHyYTLQCwQb0dCs01FCpmsKM0nLrgePXkT9h2Pdg6704grEpJhViHNW6aHRWkxPbEqXgmdZvp65JujwXOspoAfnwL/hzJuk8Zg+utTGXlDygkZWOTHyVPNWPHKAU3IeKJrbddfQjtDp3VdL6162Ov3CMkH4lRTlmEVWeZUSHCSV0MD6Uwko7eLHi4DsUBeTgZuGDNQI9XfMGag5ULQpEtaX4xlD0/RLHhEEMFAm+eR6WExsqQ/+s/OQHVNzN4aiQiGBj162D3sVhFXa7YeJZZbVxffS3SDEiWn7nkzQzwSOo1AAfYPfaJQNwajJfKlE/o9EAjkIpOFUistVSY0kp/D7Az98o/vO+5hTyrUmDSNjhJZ5lS48fuc5dWYQf++8VY8MIPLQCzQ2t6Ft3U2zLcPnMNtN5SZbjq/L9afWy7ZIRNYUl8MWbrQS4BPVe+FWtMQpdihKhvoj2ksDAtOEnGkvsW8pIVNadyOs1/uFsirJD8ntlkrqA+cbEphADxVvTcpCVTq96QRqJKiXGoEWTKqpuqRl5OBxpZQWstwO0UqTWiyGZHtDtCQO1DSiG9XRCB2vbRT0Vi/R5IVBm0WWeZ07pLp80q11uoyEAvE6wPZc/i8pmTH3beMUBrwWKna8n3NNpHf51Vq2yRa0sKJs7/q+jJMqxyc0uzsSRXFKMjNxLK1+wDIWlhibV6DoTB27TiO9btOaMrG0OZYP6dH6lrw2KrauAm8GYNOJFAjnUgFMSKZEdUdKGn5PqSul05D7JOVaW7Hl+V07tJdkiReuAzEAiQfSFQQcbkzQjU10Gzrckc9u9KFWZ6FHiTJys6ms9s/XZ8Dk6oNHQyF8bf9Z7D5nbqkOW5prXJl0yFNapXfM9HEMisGHa+QEg/6UmkWgByyDWg7UJL2NqnrpZP3SWZmv/pMq8N4SeM5e/GyrfMs37cvrJEZXAZigbycDIPzTZSA1RsPxZ34ZVe6SEeTI6uxprPD2Z7D57Fm2zFqKGk8dmCzVrnye5YN9FOZJZBYIp8d5hNvoIZTpLtbHQn6+aUlMVoFLZC6XjoZQ7I1PlnYa2oLI5DrRY7PYzB3vrTjuCYf5KZxg3HPV8rjel5fgctAbEBdaG/FhoOIREViApKMZKi06aqBYzbWdFdOrTZhHjzHxGUHNgtB1q8JjcAmkshnh/nohZSoIGL25KGO3tMKfaGmEm1+775lhGK2kiH7+8xAO0Px9GlPVONTJxJ2dUUNEV4lhbmGjpFv7juDm8YNcdTps6/BPEvNhQK/z4vsTA94k3hv9bULZo+El2eR5eXg5VnHxM8qtjxZkJ39PMcg08NqxpquMQDmhJ7nGCxdeF3SMp+BWFFA9ZqoCWxHWEA4KqK65phipoxnPYOhMC53RhC1wXwmVRRj2cNT8NWJJQDD4PV3G/DYqlrsOXLe8TuTkM61JMFsfm+sHIJvz7yauAedYs/h83hsVS2eXrufOn+0SD+rbPhDdc04VNeMYChs+E5+t1BnNJaXJUqa9zxS30K8b925oON37EtwNRAHSCTxC3AWwZPq8hUySM7+itJ81J0LOupXkCiohJ5jsHDOqLilNL19OhIRMGdKKaZXDtasQ7LMjjLU0rYoiOBY85wDGXI2uFl5/3iQrv1Eg9X83lg5BOPLCxPyzzjx5829eTj++MbHypyIQiyakSSk7Dl8Hi9uOaJ0++NYBg/c2lPKxU6Wuz+b/D6paKubTj+Xy0AcQMmH6M4Wtcp9kFXseGzPyQzlo+Hsxcv4fY228+Af3/gYf9r5MXiOjTskOB7o3zcqSrh18lBM0xH6eCATf4Fh0XG5y5DdDySXwJIImYeFoXyFDLka7+XOSMqc6enYT2ZIRaSSHk78eVFR0lSyFiR6AdE1NUc1rWIFUcIaXe0ss2KU4YiAkUP7o6K0P47UX1I+ryjtn3TzVbr9XC4DcQoJ3UlCjK0y1MTGSjalymSF8pEkkj2HzxuYBxA7HAKgZGHr+xXEKxnaeYdUhi76fV4c+azVELkjHy4rAuvkYJLrELGG8hXKfbur8coNxtRIppbgdH5J1WXjRToYmBmTIglLepCYdXNrZ6yPja7yA8tAUzvLtBglw6A9FMHJ062aj0+ebnWUNGp1jnrDz5V2BnL27FksXrwYzc3NKCsrw9NPP43sbC0XvnDhAv7rv/4LFy9eBMuyeOyxxzB58mREIhFMnDgRV111lXLtq6++Co4zz1JOFrQRPbENZVbfCiATk0hUxN/2n8Ft15dZPjNRqYxE+CpK81G97ZjpYZLBsT39CuxAT3T6Sje1YCiM5es/ND1cNALr9GDa1WZI9+WYmH+GTxGRtTu/tOqyiSAd9bxITOpIXYsl8wBimoJ+jQryMrv72Gihd/KbFaPkOQZH6lsS0i7tnKNUBAdYIe0M5Mknn8S8efMwZ84crFy5EqtWrcLixYs11yxbtgw33XQT5s+fj08//RTf/va38fe//x3Hjx9HZWUlXnzxxXQPG4Dz+lZyBI/eiQoAW2vrDXb4ZCIYCqOhsU2T/wDECN8j3xxNtNnyHANJlAzqOonwkYiAnuiQytFX1xxDSWFuQhpNPGhu7TRkLzMM0NDYhmvKCpTPSASWtu4NjW3IzvQQ80fsSNuk+3o9HB76xjXE+5ohmXZvs+qyydBEUrnmJN/jY6tqbQlLYIxnwu/zYuGcUXhxs9YHslC3nn5frBjlmhpjJGFXRMT6v56ERCnLYuUb7Stl/0lIKwOJRCLYu3cvVq5cCQC4/fbbcc899xgYyIwZMzBp0iQAwNChQ9HV1YVQKISDBw+ipaUFt99+O3iexw9+8ANcd911aRu/0/pW8gLfOnkoNurUWye9mZ1C3YRKn/8g0yv9e8iRTg0X2kwJH00SIhGdtd2+FDUkAEvXvAcPxybVz2GFmJ1a+85dNntbkNY9HBGwYsNBjaZgpxeK1X3lUiq9lRQH9I4kaxcyo/RmmZcRksdZdy4IgqwEILbn1XvCy5PPpDqMHwB1feS6Zht2HseW2lOaPvJRQQLHMvCwUPyL148ZiKeq91qum9316A0/V1oZyKVLl5CTkwOejz02EAigsbHRcN3MmTOV/7/44osYNWoUcnNzwTAMbr75Znzve9/Dxx9/jAcffBCbN29Gfn5yy2zTQFsgs/pWfp8X0yoHY0ttfVKrmZ69eBkf1V1CINerccTRejDL6IyIaPpnB/E9Bg3IxqAB2VTCR5OE5Gx5/UHlu3Ma1JCls2i3j2XjP+qwpbY+7gZFduH3xbKXf7Nuv0ZCtNPbwuDg7/ZVWEVLWUnbyn1tVuMlIRV2796O2KJBwyglYMGscss9Q7MAcKyx2rXZO/p9Xo2mSkNeTgaqri9D2SA/Vm44iC7Vuni7+4BkZ3qUWnd21s2q2q8a6S6BkjIGsm3bNvziF7/QfDZ06FAwOjVR/7ca1dXVWLduHf7whz8AAO666y7lu4qKCowZMwb79u3DLbfcYntcBQU5tq+VEQjkKv+vmpaLqeNL0NgSQlG+D3k5GWht74JeQxYkoPwLA5CXk4EAgP911zgsX/+hIvUsunMshg3t2ZCt7V2ae5rh/274CFtr65W/51xfiru/MhKNLSG0dwrgeZbKQABg3Zuf4Pc/nmF4D+V9AWJPj0sNlwz3liDhyeq94DlW6WEgQwSD7379GvzuL4fBc0w34ZYQiWonKyJIqN52HFPHl1i+eyKYFshFrs+D//M/e9GlKnzH8ywEhtWssx7qdW/viOCX/99ehDqjju5hdV87a68HaU14nkVrpwCBiaIo3wcAju4fALBobqXpfk03Wtu7UL39uJbg2tgzAQDf/fporNpwQPM5KWjqO1+7JinvGAjkYlyWF9Krh7TPlIBxFQORl5OBE5R1I+0hb3sX8TkDCnKI7047v/LYkomUMZBZs2Zh1qxZms9kJ7ggCOA4Dk1NTSgsLCT+ftmyZXjrrbfw8ssvo7g4JmVs2rQJ48aNQ0lJCQBAkiR4PB5H42pubodIkEhokAsW6tE/i0e4I4ymjlhS0YJZ5VqJfla58n0wFEYWz+CJ+yZobP/yfZ2YIM5evKxhHgCw9Z167NjTECPSgmgZHMYxwPFPL6JsoN/wHqa/k0REo3qNIhZQoJbqszI4CEJsDiaMGICrH5pMrTBMGlMqEAyFu6sXSwZbdDQqgpNEW6Wu+2fxxHlwcg89AoFchDvCttdBDU4SEdGFJXeFBfzsxT2xAIioCJbS+5sG9X7Nys5QAiKSXQrcDmST1eXOCDidrGl3z0wYMQDfnnm10uEzKohgGK0GkulhUZCT+Duq6YUZTXCyh+rOBeHlWW21X551fF5otMwMLMuYCt1pNWF5PB5MmDABNTU1qKqqwqZNmzB16lTDddXV1Xj33Xexdu1a+P09E3T8+HF8+OGHWLp0KT799FMcPXoU48ePT+crUEFTHUnMQb3owVDYUP/JzARBy1yNCCL06Q0ePuZ/EAXR0jFuB3pTTkQQwTCMZuyZXg7f/foYlBVlK+NXm3IWUByNqTSR6J37iea22LU1Jzuhi3S/I3UtmtBflgEgSYiIPf4vgdL7mwT9fl00txIVV+UlPPZ4oM/b0BNcmhmHhBsrhwASsHbXx+BZoEunBdspneIUZuYkJ/6KvmpSBHohCmvJkiV4/PHH8f+3d+bhVVX33v/ufc5JQghJITNgBtACaeECggz2BhQQQgJSvDI4tCAqVgo+vRZF6HWA15c2RetFAasiPC9SHqgICARRuZjXV6iEAiVICsgQZEgCCSWBkJxhr/ePk33Yw9rjmRJYn+fheTg7+5y99tprr99av3HFihXIzMzEm2++CQBYt24dampqMGfOHCxbtgwJCQl4/PHHA9977733MGvWLMyfPx9FRUXgOA5/+MMfkJBgXSUVLpQ6bzP66a8OnldNpnoGSysrDkKIoWHc6iRHr1lyE0EgGJiXDrfGSlr8/lcHz2P7njMBg2IojX3SewKgMu6HIrbFSNccasO2nju2dHLhec5vT/HSt6F6Y4s2XpduOITiXw2JmPFcfHY0xxQVJuKwpL+7/n++h9dH4JUcj4txQAhzgKzW75q1V0Q7CFSPiAuQLl26YM2aNarjU6dODfy/rKxM9XeRpUuXhqVddlFOwFbqNNc3ulXqKEA/L0/nlPa4v38XWYVEnuOovuouB49mj8/S7sjMJKfcUSgHdlJCrK4qJjE+BuPvzcXwMNQVUd5T4ZBs6jOoa2hC+zhr6k8lWpNDqA3bWr9Hc8f2q2jUkfYieitXegCkvvdVKHdZ0mcn7m71kBZtMoJ2b3EuHo+O+jF6d082FVQZrgBXqws3mnNLtFL0s0j0IFBOVvf2ycQ3EtWIUZ1mf2yCvPY2ABQNydYdCI890AP39+8aSB19tqbBUC1E2x1ZUZ1pYWYVpTXAQx0TQJtot+2tVK1U3V6/+6509xNKD7BQu8Fq/R6gdsdu9vgwKC8N3x6tUf2OMoGkEmqSQZ+2wNl98FzAVVsIsh/p3oP6OwwrahzavQkEpoRHa0iDD9Dfl2i3jWXjtQktu+juA+dln8U6zVpZXGmD2uXgMKxfl8A1Tl+sV2X/BPw7kZH3ZKFzSnsMzsvAH58dign/nguXgzOVMVZPdWaVxPgYWU0NKWayo4YK6gqa51A4NAcxTh7xcU6/XYgQeHxElRU2VNjVWWs9b63ssVnpHTB5xJ2q3zl4/DIevq+bP7ttjAMuB4cJ/56LPz471DALgDLr8JxJfanPdfeBc1iz8zi8PoKmEPQj7dm5HJwsto/n/Oq5djEOxLgcltQ4tHszm1FZK4twtGkNbWM7EJsYZeAEjOs06+k2A3WiOf9kIdaJ1sKKWsiO6swOkc7NozVxD+/XBcP7dYGP43G+6ipWbDoi82gJdZCcHZ213kpS/L2V2ypU2WNzMhIR55K7UDt4Dj2zOmHJrM4q9apR1LNyR9k9OznguSO1T/zly+Oq73Ich/KTtaZW9Uq0sjE7eT4QkCcQAldLLEX/vExNO5sWtIBAI1pzUGVraBsTIDbRGvBSxFWnVUOaUZ1oPcyoheyqzkTM6lwjPcCNJu7U1A5wEMHS7sDMvSqN9rVXm5CX00lz4aDETE30vJxO4DlAfGJi9tiXpw1UZRsQvZOkY8GKqsNIVdLk8VHt180eH9Z+fiyQpdqKKoX27MYOycbOb8/KvAudPIf2cS5DO5uI8vlppRzSojV7QLWGtjEBYhPagLfrHqp8Yf0ZQNXnSetEB4OR6kwPsb64aLjXiyCPxgA3sslY2R2YmXSldgCPVwAIQUxLHRXRU0pUC2o9NzM10WlCX3QGUM3mis/B7gSNshtIEXdCobCnAUDJ3krZOVbGj/L5aeVms5KFIBIeUHqLFuXfou2dxQRIENAmq/E/y6Vmc7XiJaGVfiFU+bPsDrz6RreksI6/fSu3HtV8AaM1wLV2YWLdDTO7AzOT7u4D57Dmc//OUOr5JKrHVm6rAM/B0Fhvpia6ljAGAJfLAZ80st7By5JE0naCvIWdoBl1Ld9SH0fEzE6T9l4on53dcXq2ukHlJELLzWamnXbTg9jxjtJbtGj9LZKpS5QwARIkygGv/Gy3mBS1TnQIV+92Bt7Z6gZqyhZlRttgrxMOpHU3zDwHMy7Y63ad0L2msrbKh9srkJXWQVVESFkTnTZRagnjS1duoMmtiET3Cnh7Yzmm69R0b3L7cKaq3lRckZG61uXgARAIJnK9iZPqmap6rN/1fSC3GK1KJKCt4tWqUxJIJAqonERoudnM7misegzaee/1Fi0AdBc00XqvmAAJI8GoDkRbh9KHb/jYAAAgAElEQVRNMho+6CIVkmpq4bxOqLHzHIzUb7VXm1omJPPBbF4fwaur9uEJitrPjKDVSlVOw9PikSPe4+QRd6oWJOt3fW9KJaoUXm6PD1CkRwFguFOQOoYo86Zt/vo0tu+tDAg9LfTqlBip2gQCTB15V0BwhWtHbPe9p6mupZ6R0TaY02ACJIwEY0Sub3QjJyMRr06/RzNiWlTJRCKwqL7RjS/3/6A67uA5U94sobi+UTptre+Vn6zVfDHt6r79hYbU3+MMClV6dbL/mhG00nNOX6zXVS1J71HLW8vsBEQTXsoxpicAzdhRlEIPUKQzacmC7BMItU6Jlqot1sWDSAz7wdZeN8Lue3+mql4lWKWLlmgbzGkwARJG7BiR6xvdKD14Htv2VspqTShVDVoqGZrhMCcjMeiXRctza/y9OWF5CaVC8OjpOontxa9vH/+zXMOCXIEVL8+pXkwzLstmcxlJXa1Tf9ROlcZbiZ2VI21RYKRa8voEXG/yoL7RTRV4VicgmrpW6+/K9pqxowBqNaGR0JGer+UcMmtib9miI9w7Yrvv/fpd36uOTx5xZ6Ct0TaY02ACJIxorWIBUHcOooeT6JaprDUBQDNPkFiXQ1mBcM3O47J8P3rqAb2dSzCeW1ZRrjp9ApFNfgIxVnkYqjNa4ijM2KO0XlIt/byRUsvqxK2lT9dTLbk9PggEWLHpSOA7kZiAtBZAeTmdDN3eAbWa0EjoKLMt0O7RTB0P2n1Y2aVIC13ZcR6hplqJcSAn4+bCsbXYE6UwARJmlA/96Ok6vLB8j2oykNdbl+PgOXx18DxK9lbezBNEOeeL/T9Qv99kIhOrkdEvUh5VVlxGaSoPEaPJR4yjCDaokbYqD5V7N2CsT6epls5WN+DtjeXwtEQoi98pfnao6dgUO+gtgIqfHarql8kj7sS1Ro9K2OjtsBwcwDt4uCQ2EOl9hGKStWoA1yp0ZaUd1FQrlIVGtO2JSpgAiQDiQ9ebDPQmPK9AsF1R0VB1jk/AnnL9NCFaqhOzRr9IrIDMqjpEtO7JTKBnuIyQZt27RbRsWYA5fbpyUmkf54KT5+ChfEcr5YxVaElE9RZAtVebNMfPMI3sCVqLlrycTi21XdReWLT+sHpfVgzgRp5T0vP03hur2orWAhMgEURvMtCa8FxOHkVDsvHZt2dVQWTS8//tzhR8d7pOVRNEipbqxIrRT/xsFBxnF1o/8ACIhnFa656UL6RXIBAEIvvtcBohaTsTzZ2fjnuxHX16uAM4aSv09I7xmoJfL6mn1jERLaFjpziSGawawLXOl2oM3C0Bpi4nr5uWyKy2ojXBBEgE0XuxVROexDceALZTInKl/OP7y4Ai/TXP+dN7c7x/Oyw1yJltlxK72T/N6pSl/UBakh46Wgpjjbq7K8ABX+w/R1V5KFG+kOdqb2Dp+oOGqqRIpcc2s9oVXXDXfXkCTp4LpAkxalfhkGxN1VA42vzytIGaC6Bgr00TMHq7tmCwKny1El3SNAa+FkcOvbREZrQVrWknwgRIBDGyI+ipiFSVAAHZAHU6eIwZlIXtLaseUff+1YHzEFp2JX/54gTaxTpVE75Z+4bdQW1V6AzOy0BWWge8umofgJsBYV/+/RyKnx2KB+7JMj3BSyefYdnJ6JrcTmYvUE5CkUyPbWa1+7fvqrB+1/dwOvylWKeOvMu0Ph6EYPSgbJW3WjACUqvNzR6f5gIoHLYWK0GhVrBq61OdT4DCwVkqjYESo7RErSFRohkiLkAuXLiAuXPnora2Frm5uViyZAnat5dH5p4/fx5FRUWB2ucpKSlYuXIlCCEoLi7G7t27wfM8Fi1a1GpK2prFTK4mQK0ikmYSbWzyYuW2o7Lv+QSCYf26BPTJsS4HXlu1D4LiHK1oaDP2DTuD2ozQoenTT1+sb5k01Vlz9fT4ZibH600e7P9nDb7c/4MszYhY4S/a2YNF4UbrO73gP9r5JXsrA7tYwJyAlPZhqok2e33+5I25mYlB28iMnl+4V+b1jW6kd4zH85P7ouZfN5Cbmah6V5RI350e3VJwufaaSmOgxCgtUWtIlGiGiAuQ1157DY888ggKCwuxbNkyLF++HHPnzpWdc+TIEYwbNw4LFy6UHd+5cydOnjyJkpISVFZWYubMmSgpKYHT2bY2Uno6X70XXJpJVCD+CVUaDSxVe5y+WA+e46AsyqMXDW1kfExOirOcCsJI6CjvV/RYokUrG13LaHIsPXAOf1p3QPZiiqtE7Qp/EcgevEO+mpYuIqzq4/UCJs1MvkY10cU2r9x6My5HIMDRM3UR8X6y2ic0gaQlpMTrE/h3vf56JJzp9EOJ8TFISoiF+4ZbtitpbnGplmKUlihSXo/BEtGZ1+PxoKysDMuWLQMATJw4EY899phKgJSXl+P48eN48MEHkZSUhAULFqBHjx4oLS3F2LFjwfM8cnNzkZmZiYMHD2LgwIGRvI2wYeTRoYzxiGmpjUCLzPYHjtG9kPSiofU4erpOnjCPM9bH662kaPcrLdUrYqZutdHkWN/oxtL1BzU9s8RJKdKrvsF5Gci/OwvHTl1WTWhWV6FGkcxm8nuZqYmel9MJvIOHr+U8n0BMJ47UwuzOIlh7HQioQop2ff+7Zu9dUe7o/36sxnJaotYY96EkogLkypUrSEhICOwYUlNTUV1drTovNjYW48ePx5QpU/D1119j1qxZKCkpQU1NDdLS0gLnpaamoqoqfBXuIo3eC37kVK3KKOd08mgf59J0C5xe2Eu2UqT9rtlBKb5g0peXd/Aqd0VaO7RWUkapOAB63WraCtJocqy92gRe51pur4Cs9A5RWfUlJcRqJjU0aww3E8lsJr+Xsg9pNdHFPGAexe9IE0eanXTFZ3m9yWNqZ2G0a5P+rlIgrNpeAXActYyznvu43V2odEd/X7+uhilUzGQnbm2ETYDs2LEDixcvlh3Lzs4Gp/AUUn4GgNmzZwf+P2zYMLzxxhs4deoUBEGQnU8IAc9bq8qbnJxg6XzA7zIYCWLaxVCz3WamJ+IPaw+ozvd4BfToloKkhFjV365ea0aP3BT871k/w4IV36iS/nkFovldGlfOXoHTycteSJeTh4/jqf0jPTZuWAfk352F6rpGpHeKD1yTdr9KfATI6vIjpCQnICkhFqUHzmHphkNwOvyJDOdM6oth/btq9p14jzHtYiAYxIWkJCdgXHYyta3hRtmH0vsEgIn334WCITma7aE9n3axTvTtmRH47VQAcyb3U/Vf92x/pDatD70+9Tgx89ycOmODdo8erwCi2DFLn58UrfFk1B8Ap1LxOZ08rjb54Ixxau5OtdqhhdY9pwLorvEdrXEdakI9l4VNgBQUFKCgoEB2zOPxYNCgQfD5fHA4HLh06ZJsRyGyZs0aFBUVoWPHjgD8gsLpdCIjIwM1NTWB8y5fvkz9vh61tdcMJxIp4fI312JaQQ/5CrigBy5W01fqk0b+GO4bblVlNunW3eMTha78nguHZFO/q4WDCPAqosO9XgEOIqj6R6vPOrZzqq4p3m/AZbflvl0ODkJL7MbvV+8LRC6LBYHcLcvfpesPomtyO//KlNJ30uvNmdxPZQMRiXHyOHbqcmAnQGtruFD2l6huk97nX788jl5dkzQTa9Kej8+nfj55dySh+FdDZCtd6d+VfThnUl9qP0y+v3tAJeMTCASfIBMqWmND7x4dnH9R4tR4fso+c99wa/7dQQRVOnePT7hZ0rGFZrcP/2vl3/z34RPg4DnwPCe3gei0g9Yuq/MFrS+k4zpU2Gkbz3O6i+6IqrBcLhcGDBiAkpISjBs3Dps3b0Z+fr7qvLKyMjQ1NeGpp57Cvn37IAgCunXrhvz8fGzcuBFFRUU4d+4czpw5g969e0fyFsKOVn4lVR4qJ4+CITmqutD0VCDq7w63mMMqXEY9pcuueJ9Cy+7S47uZjkOMhZAiVS8Y6YyH9e+Krsnt8M/KK3h/63eQ+gMEa+u4cPk6Tl+sN+W1Y0Tt1SZVPi2vT8Crq/bBpWFjsPJ8rATuSWuiiwRci1vcdaeOvAvtYp1B536KcTnwq5//FO3jXEHr/I+eroNP4fAhJc7Fw0f8OdE8wk3Vm4sHZj/UG506xGkKayNoXoWh9m5sLUTcfemVV17BvHnzsGLFCmRmZuLNN98EAKxbtw41NTV47rnnsGDBAsybNw9btmxBbGws3njjDfA8jzFjxuDw4cMYP348AOD1119HXFzrcmsLBTRXXtrkQKsLTRuMLgcHAsgmHzsDM1xGvWaPDy6Fy66T5wEOshWjGAshRen2atS2xPgY3NMrHQIhIROGaz4/ht0S4//9/bvgsQd6WP4dsf1er3r1LBBA8JFAH4Uz1YyegNFyLbaaZ0vLHmMlVb8WYhu1FA0xLh6PPtADSQkxWLHpSGCBAvjHWPs4l+1FQOmBc7Jg1Xv7ZOIbRR40pXNBW3HZpRFxAdKlSxesWbNGdXzq1KmB/6enp2PVqlWqcziOw4svvogXX3wxrG2MNsGUrqQNRo7j8Mq0gbZXVFJCYdRTTvTURHKEAIqUkUJLGghaQSA7wYq0/rQaZHfh8nWZ8AD8nmT39+9qaRJSqh15RYlYJXqpZsKxajVj7LaSZ8vqjtbKczHKp0YI0Lu73+4Tyom7vtGNpRsOyYSrcmzQBH9bcdml0bYCKG4DjNwZjQaV1mAMVq0SKrQmeq1EcspjtIJAdoPLlP1pJwr99MV6zeNm+/zqtWbTGYhFIrlCVabXVzpkuFsWJlYxuyiiPZdxw7SNwXqJNB08h+mSyTmUE3ft1SY4HVzAjqF1fZrgbwsuuzSYAGll0PTfpOW42UGlZUeJ9uDUm+i1XiDaMeXEHwodsl0hpOV+a6bWuEh1XaNa7ejkQQgJqB2DSQkfDKaEG8WT0gjpeNTrKy133Py7szS/o1xEeX0CRg64A71yOqpUZKGcuP2BtvoOOnqCv7W77NJgAqSVEetyqL1HvAJiXQ5LvyMdjJHM7wRoJ7ozmuhpL5CZlyoUOmS7QqhzSnvc37+LLADy/v5dLO340jvFq9WOAF5RlDPWSwkfLmjCTUmMUz8thxIr45H2XDw+gh17z2BE386a17AiGEI1cSfGx2DOpL4yG0i0BH+kYAKkleE3KHOyoEGXw58OwQ6Rzuqpl+guXMZCccW5qqW8rGAyY62UYNr22AM9cH//rra9sJISYk2pHaOxQk3vFA+vgdu7FUcGq+ORlj4HANZ/cQwDf5wSEcFgBdHTT9oH0RD8kYIJkFZGclKcKm6D4zjbk2wkXQTN2G/CZiwkAAgBAQdBEHCj2Wvp68G2rXNK+6DsTKEy6oeapIRYFA3JxqavT6v+FuviQSTCOhy5rBLjYzBy4B3Y8bezsuNeH8HZ6gZb5WpFwtW3SsHVFlVTZmECpJUR6kk2ki6CZiaHcBgL5dXw/PeqV3NBC2nGYwDISo9MBgKRUBj1w8Gwfl2wTVHfwuXgMGti74BNIRy5rAD/s+1oEAFuRxDo9W20hXZbggmQVoiZSba+0Y0rZ69olvUUiaSLoNnJIdQrMq08V0Y1F2hIMx5Ha9Kub3TjbHWDKnlmNAsKFQ7NwfY9Z2TJEqWrf7M7CyvjUZzkac/WwXPISu9gS8hqGebzcjq1iufflmACpJWiN8mKL43TycPrFWzHPISjzWYS3YUaLT25M0SeWFlpHUISQ2MG8dlyHFTJM6MRnSwNjAPHYcygLAyjFImysrMwu0DS8/4aMyQbAGzZ97QM81u/OY2v/3Gx1VcBbE0wAdLGkL5Y4kC3E/MQLrTSk4dTLZAYH4OpI+8KqK1EBAJd1YiZjL6EEN0UIqHEaNKMdHQyLTBu295K5HZOpEaMWymjazQejYIBv9j3A3p0TbJl39NacOz6+3m4nPLkrG0lpUi0YAKkjRHpvDl2Jn5levJI6PJFW4e0dvjkEXeqKjvqtYe2ihZ3AXopREKF1qQZ6+RBoH0/4YIWGOfxCli2sRwECPSbmTK6ZpCONb1gQACBLMV27HuJ8TEoHJqDzRTHAKULvdHv3e72EiZA2hiRNIqHYuKPpBuxtObCmYv1qpQn44Z1MGyPqva8on4ETViHahKhPVuXk8esh3rj0pUbqvsJt25eKzCuWbLzzUrrYFhG10z/0Maa+Cx4nkOTW+7G7vURW/VbxLYM6JGGbXvOqO7PyQPgOFN546xGyN+KMAHSxpBOclIbiJWJy8wLHaqJP9I7JvE3/7D2gMpI2iUjCVevqgPjtDL6xrocWLi6THauUlgrJ5HJI+5E6o/aAYDlxIBaBuas9A54Z2N5xHXz0sA4jgOaFdUOHTxHLQrGc0D5yVr07p5syiitNdakCRrPVMkXBHMm9VU9LyMBrnxWg3+Sjv93WF6Qjud5vGwib5xWm/Ui5G9FmABpg4gvjY/jDb2wlNAmvJyMRMtR42aJRqbR2qtNquJEHh/B4tX74PMJqiSFyvZI9fN6K1zaJCK1wzg4YMa4PEs7BdqESJukI6WbFwPjzlY34O2PD8sM+z6BIDczUfV8mzwC1n5xHL6d6johNMFHG2tSIZSbmYjczERZDjQxzbzZ3R/tWe07WoOH7+uGTf/3dEDtqZc3Tnotrfejuq4RHdvdPtPq7XOntxiJ8TGWC8RoTXjSmuOhjhqPpBuxSKzLofJgAhBQg6gKF+m0R2+Fa2To9ZGb7qFWdyLBxE4EgzhJxrocaPb4ENPO35af5iZjemEvarR8QNXEIVCTXalyEqEJPtr9iUJI2HlzXAYTJ6M14ffM6oQlszpbVrFNHnEn9Zmkd4pX1ei5lWEC5DZCa8ITX/ZwRY1HOtNos8cHl5NXGURFrBYu0vIYMjL0AgDPBb9TiJQQFidJAgQq8oHjUDjEbxTXeo5iUbB9FdXYue+sStUlRSsuSE8I0XYttCSPRilRtISwkUeYVg0UsUKmUY2eWxkmQG4jjCa8cEaNRzKdQ3JSHLT3BaErXKQ18UkRiPFOQSv5pJRwC2HaJClG9m/++jS2763EdMlOQMrug+ew7ssTcPA81U7Cc5AFINLaLt5f+clarP3iuGwHQ9u10JI8GqVEsSuEtXYvORmJlopo3YpEXIBcuHABc+fORW1tLXJzc7FkyRK0by/XOT7zzDO4ePEiAEAQBBw/fhwff/wxevbsiUGDBuGOO+4InPvJJ5/A4bCWqfZ2xWjCsxs1HilXRrPXUU4Wbo8P4DjExjgsOR2YuZ50Yj9TVY+/fHEiIKQdHDC9sJduLIxe8knafYWrf43UcR6vQF3h7z5wDms+99t9pBUlY50cCDhMG9vTUlbc3t2TIew0Vte1i3X6a5wbnCfFrhAOZvdyqxNxAfLaa6/hkUceQWFhIZYtW4bly5dj7ty5snPefffdwP//+7//G3379kXv3r1x5MgR9OvXDytXrox0s28ZlBMerbqfFSLlyhhsxUEAlpwOrFxPnEREQ680l5ZMUCh+Ly+nU0QzJethRh2nXOHXN7qxbtcJ6rleAXhk1J2BPjN7P2Z2CqLQFcWdy8mDg7kMzHYm/GjY8doKERUgHo8HZWVlWLZsGQBg4sSJeOyxx1QCROTUqVPYvHkztm7dCgAoLy9HXV0dJk6cCKfTid/+9re45557Itb+WwXlhGd39xApV8ZQVRw063Rg93riDkOpHtP6vV8/1Dtq3lVKxEly1fYKqgMC4F91x7ocAXVb7dUmOHmOGiviEwjW7/reci4yQH+nQOtLQghemX6PrWzISqcBrfegrVYMDDcRFSBXrlxBQkICnE7/ZVNTU1FdXa15/vLlyzFjxgwkJCQA8Kc1HzFiBGbOnIkTJ07gqaeewtatW9GpU6eItP9WJJgteKRcGSMdS2Lneno7Fq3fA0JbkztYBudlgOc4vLvlO9XfHA4OP+uTiYWry2SeSHqblmCekda4pPWly8HbqpdDcxrgOE5zt3m7q6tohE2A7NixA4sXL5Ydy87Obql1cRPlZ5GrV6/im2++weuvvx44NmXKlMD/8/Ly0KdPHxw4cAAjR4403a7k5ATT54qkprbe6NJoti2mXQyUi08f8RchSjJIwR2K6/TolmL5Omb6y+r1rl5rxurPjsl3GDuOIf/uLCQlxGr+Xv+8TMxxOrF0wyE4Hf6V/JxJfdE9236Ni2DJrG2kHv/VxD54b/MRuSfS/5zEkw/+FB98+h14jqDJrbBJ2HxGeoRqLNCemeg0IH12drid5ouwCZCCggIUFBTIjnk8HgwaNAg+nw8OhwOXLl1CWloa9fulpaXIz89HbOzNh7h582b0798fWVl+FQkhBC6Xy1K7amuvQTDQ9UqxGmsRSSLZNi2D8rSCHnLdcEEPvytjiNtFu477htuSy6SV/tK63snaa6p+OH2xHg7FOsjBAcdOXQ7kBNP6vbw7kvDh70bJkk9GerxJn21SO6ffoC95RRwcEMODeo/JCTEo/tUQuk3NxjMyw7SCHvKMzzauQ3tmIspnZ4Vbbb7geU530R1RFZbL5cKAAQNQUlKCcePGYfPmzcjPz6eee+jQIQwYMEB27NixYzh06BBeffVVnDp1ChUVFbj77rsj0fTbGj31TLC6YbOeVZHWQdOuZyUJo1IVpdd+ZfLJSEK7pxnj8rBqewV4joMAYHpLOhUjT6RgbWo0aONDK+Ozld/RcxqIphqxrcERZc6HMHP+/HnMmzcPtbW1yMzMxJtvvomkpCSsW7cONTU1eO655wAATz31FB5//HGZgLl27Rrmz5+PU6dOgeM4LFiwAIMHD7Z0fbYDsUZ9oxsvLN8j2+rHOHkUPztU88U1265IV9wLpr+M+uFvR6tUXjpmBV60xpjePQF+e0OPbimByOpg7tEOeuPDSp9p/Y54P2ZtIGa41eaLVrUDAYAuXbpgzZo1quNTp06VfX7//fdV5yQkJGDp0qVhaxtDTSgM2LRVZCSz9IYCo37Iy+mEXz/UG4Dffffo6Tq8sHxPq65sp3dPuZmJSIyPkUVWK3dR4bzHUI0Pvd9RJs6MVNGwWwkWic7QRUs9I3XnVLpZSkvtaq3+Iu1ZFSy0fvAKBNebPNh98JxM9y+muIiUcLQbyGknx5aorjI7wdttW6jGh9HvMM+q4GAChKELLYjqXoU7p7KwkJhmXm8ipU7IPgHXmzyob3S3updaFd3uFSD4BCz/pFwV0b/uyxNwOsJf2a6+0Y3Sg+dVVQDN7gLCkd5Deo/BqChDlUAyGtmgbyeYAGEYQquRQasbriy1qzeR5mYmqtKNCARYselIq1T51De6kd4xHi9PG4i6hiZ/anMB8FHyX/mD66yl2bDK376rwqqSm0F/YtFAqzsdMRHi6Yv1yM1MNB2MZzQxB6uCClX0N4siDy9MgDBMIW71tWpT0I4bTaSiYDpb3YC3N5bD4xVwQycDa7RQrqTHDsmG08HD46MHrwkEmDryrqDTxEiRqoIAYPWOf1Ijxq3udOzuEowm5lCooELleceiyMMHEyAMS2itPGmFhcxMpInxMWgf54KT5yApvd1q7CG0lfT2PWcASgCssq5KqFxalZN84ZBszcSHVnY6we4S9CbmUNaTCcUYYLaO8MAECMMSWitPaWEhaaldMxNpMJNNuDMBa62kCwZnY/veSt3KjqGYtGiT/La9lQDF+97l5C3tdMzsEoxSzWvdoxnVUaSyODPCBxMgDMvoFRaildo1mkjt6qkjEUeiVS0vId4VkVoQtEneyXMYPSgbJS0CzOsTUDg0B8P7dQmpF5aVVPM09HYokY4BYoQHJkAYttBbedoJWLKqp45UHElifAwmj7hTVuscQCDTbDAR5OIKPKad9qrcX55XbUca3q8LhvfrEpQA0xPcev0LwPR1aeOkrcUAMbRhAoTRarCi8olkHElORiLiYhyqKnlnqxtMl8VVIluBE39+JxDIVuX39snEN4cv6ta9CPZetQS3Vv+WHjwvU92JOwcr6qi2FgPE0IYJEEabJDkpDt4Q+vfrTYDJSXGq9Ddur4C3Pz4sK9UqVcHo/R5tBb5qewXAcbI67rsPnJd9z27dC6PJnSa4teJ0tu2tlLVxdck/caPZq3KU0FNHsdiMWwcmQBhtkqOn6yBIVDsOnkPhkGxbvyXW9HY6eJkXlYhS1eMVCASfAI+AgCvvh9srkJXWAZ1T2hvq92krcJ7joFvIHfbqXgTtpivJejt2SDZ2fntW5i3Hc/54H2lRKSN1FIvNuHVgAoTR5hBX8NIwCJ9AsONvldi+t9KSWoVW05s2AUpVPdebPFix6UggZsX/XYJXV+0LuC3r6fdpK3CBEBhJEKur9FC46Uqz3gJAyd5K2TlegcDp4GX10M2oo1hsxq0BEyCMNgdtBQ8gkFJES62irNWuVdOb15gApXmgaKnAvT5iKo2JagUu2kBa2i56Vv3bnSn4x/eXZWqySOeTUqaaV+4cxHQ1UswKOhab0fZhAoTR5tCr5QAAgiBQ1SrKWu1aNb29PsEwoeC0sT3x4fYK1XfNpjGRrsClKdPzcjoF8lt9d7oO4DiMGZSFYRZddIHw2BpoO4d2sU6mjrpNYQKE0eaQruA5DmhW5KPyCkCsSy4YaLXak5PiqDW9p468y3ACFHNIvbpqn+w6VtKYiCtwacp0ANjeYqgWbQ3b9lYit3MistI7UA3yWmqgcNkalDsHpo66fWEChNEmESet8pO1+D87j8k8g1xOnrryTu8UH1jpA/IJluf8+vypI+/Cff26mmpD55T2eKKwl2qCFqPvz1b7Y2Gy0s3Xoa692gSlTPN4BbyzsRwAZEZwMwbySE3uTB11exI1AfLWW2/B4XBg9uzZqr+53W4sWLAAR44cQVxcHJYsWYLu3buDEILi4mLs3r0bPM9j0aJFrKTtbUxifAx6d09WmZ45AFMouwDlSh8IfoLV+v7R03W2vJ9iXQ6ZMBQRDeHSYD6zBnI2uTPCRcQFSENDAxYvXozt27fjycQo3bwAAAzgSURBVCefpJ6zZs0atGvXDjt27EBZWRleeuklbNiwATt37sTJkydRUlKCyspKzJw5EyUlJXA62UbqdkVLTWMlmWGwE6zy+8F4PzV7fHA5OGqmXeCmgR8AC8ZjRJ2Iz7y7du1CTk4Opk+frnnOV199FaiNPnDgQNTV1eHChQsoLS3F2LFjwfM8cnNzkZmZiYMHD2LgwIGRaj6jFaK1C4jWyjsY76fkpDhwHAeoFFl+pAZ+FozHiDa88SmhZcKECXj66afhcDg0z6mpqUFqamrgc2pqKqqqqlBTU4O0tDTVcQYjMT4mUMc72gTj/STuqFxO+qspGvjF82KcPNrFOBBjMRMvgxEKwrYD2bFjBxYvXiw71q1bN6xevdrwu4SQllXYzc88z0MQBOpxKyQnJ1g6HwBSU80bQSNNa23b7dyuVABzJvfD0g2H4HT4vcHmTOqL7tnJpto1blgH5N+dhR17z2DDl8fhdHDweAmenvBTFAzNVZ1XXdeI9E7xSEqIDc/93MbP0g6ttV1A6NsWNgFSUFCAgoICW99NT09HTU0NsrL8fvuXL19GWloaMjIyUFNTEzhPPG6F2tprqrxGetjJLBspWmvbWLuAvDuSUPyrITK1mta1tdo1om9nDPxxiuFvdGznhPuGW+UgEArYs7RGa20XYK9tPM/pLrojrsIyw7Bhw7BlyxYAwP79+xEbG4vOnTsjPz8fW7duhc/nQ2VlJc6cOYPevXtHubUMBp1QqNVak2qOwVDSatyX1q1bh5qaGjz33HN4/PHH8fLLL6OwsBAxMTEoLi4GAIwZMwaHDx/G+PHjAQCvv/464uKY0ZDBYDCiAUcIpTbmLQxTYYUf1i5rtNZ2Aa23baxd1rltVFgMBoPBaP0wAcJgMBgMWzABwmAwGAxbtBojeqTgKXUkwvGdSNFa28baZY3W2i6g9baNtcs6VttmdP5tZ0RnMBgMRmhgKiwGg8Fg2IIJEAaDwWDYggkQBoPBYNiCCRAGg8Fg2IIJEAaDwWDYggkQBoPBYNiCCRAGg8Fg2IIJEAaDwWDYggkQBoPBYNjitktlosdbb70Fh8OB2bNnq/7mdruxYMECHDlyBHFxcViyZAm6d+8OQgiKi4uxe/du8DyPRYsW4e677w5Jey5cuIC5c+eitrYWubm5WLJkCdq3by8755lnnsHFixcBAIIg4Pjx4/j444/Rs2dPDBo0CHfccUfg3E8++US3Fn2o23b+/HkUFRUFKkumpKRg5cqVUe+zmpoavPTSS7h8+TJ4nscLL7yAIUOGwOPxhLzPtm7dihUrVsDr9eKXv/wlHn30UdnfKyoqsGDBAly/fh0DBgzAa6+9BqfTaeo+gsWobV9++SXefvttEELQtWtXLF68GElJSdi0aRPeeOMNJCf7S/QOHz4cv/nNbyLWrnfeeQcbN25EYmIiAGDSpEl49NFHw95neu2qqKjAvHnzAp/r6uqQlJSEbdu2hb2/AODatWuYMmUK3n33XXTt2lX2t7COMcIg9fX15KWXXiJ9+vQhS5cupZ7zwQcfkP/6r/8ihBCyb98+8vDDDxNCCNmxYwd56qmniM/nI6dOnSKjRo0iHo8nJO16+umnybZt2wghhLzzzjukuLhY9/y33nqL/O53vyOEEFJeXk6eeOKJkLTDbts+++yzQJ9JiXafPf/88+Sjjz4ihBBy8uRJMnToUOL1ekPeZ1VVVeS+++4jV65cIdevXyfjxo0jJ06ckJ1TWFhIDh48SAgh5KWXXiJr1641fR/hbFtDQwO59957SVVVFSHEP7YWLVpECCFk4cKFZOvWrSFtj9l2EULIzJkzyYEDB1TfDWefmWmXSGNjIyksLCRlZWWEkPD2FyGEHDp0iBQVFZGf/OQn5IcfflD9PZxjjKmwAOzatQs5OTmYPn265jlfffVVoBLiwIEDUVdXhwsXLqC0tBRjx44Fz/PIzc1FZmYmDh48GHSbPB4PysrKMHr0aADAxIkT8dlnn2mef+rUKWzevBkvvvgiAKC8vBx1dXWYOHEiJk2ahH379gXdJqttKy8vx/Hjx/Hggw/iF7/4BY4dOwYAUe+zUaNGoaioCACQnZ2N5uZmNDY2hrzP9uzZg8GDB+NHP/oR4uPjMXr0aFl7zp8/j6amJvTt21fWXqvPPhxt83g8eOWVV5Ceng4A6NGjR2CnW15ejk2bNmHcuHH47W9/i6tXr0asXQBw5MgR/PnPf8a4ceOwcOFCNDc3h73PzLRL5M9//jMGDhyIAQMGAAhvfwHAhg0b8MorryAtLU31t3CPMSZAAEyYMAFPP/20rqqipqYGqampgc+pqamoqqpCTU2N7MGJx4PlypUrSEhIgNPpDPxudXW15vnLly/HjBkzkJDgrx7GcRxGjBiB9evX49VXX8VvfvMb1NXVBd0uK22LjY3F+PHjsWnTJsyYMQOzZs2C2+2Oep+NHj0aSUlJAICVK1eiV69e6NChQ8j7TDlm0tLSZO2hjanq6mrLzz4cbevYsSNGjRoFAGhqasJ7772HkSNHBtrz7LPP4tNPP0VmZiYWLlwYsXZdv34dvXr1wty5c7Fp0ybU19dj+fLlYe8zo3aJNDQ0YMOGDfj1r38dOBbO/gL8pb1FYWXU7lCPsdvKBrJjxw4sXrxYdqxbt25YvXq14XcJIeA4TvaZ53kIgkA9Hmy7srOzZb8LQPVZ5OrVq/jmm2/w+uuvB45NmTIl8P+8vDz06dMHBw4cCEwCkWib1JY0bNgwvPHGGzh16lSr6DMAWL16NdavX4+PPvoIQOj6TIR2n9LPWn9Xnmd0H+Fom0hDQwNmzZqFnj174uc//zkAYNmyZYG/P/nkkwFBE4l2tW/fHu+//37g8xNPPIH58+fjkUceCWufme2vTz/9FCNHjgzYO4Dw9pcR4R5jt5UAKSgoQEFBga3vpqeno6amJmAQvnz5MtLS0pCRkYGamprAeeLxYNslGnR9Ph8cDgcuXbqk+bulpaXIz89HbGxs4NjmzZvRv3//QHsJIXC5XJbaFWzb1qxZg6KiInTs2DHQBqfT2Sr6rLi4GKWlpVi7di0yMjIAhK7PRDIyMrB///7AZ2V7MjIycOnSpcBnsR86deqEhoYGU/cRrrYB/tXrjBkzMHjwYMyfPx+AX6Bs3LgR06ZNA+Dvo1A5Zphp14ULF7Bnzx78x3/8R+D6Tqcz7H1mpr8Av+PBzJkzA5/D3V9GhHuMMRWWSYYNG4YtW7YAAPbv34/Y2Fh07twZ+fn52Lp1K3w+HyorK3HmzBn07t076Ou5XC4MGDAAJSUlAPyTW35+PvXcQ4cOqbawx44dw4cffgjAbx+pqKgImaeT2baVlZXh448/BgDs27cPgiCgW7duUe+z1atX49tvv8W6desCwgMIfZ8NHToUe/fuRV1dHW7cuIHPP/9c1p4uXbogNjYWf//73wEAW7ZsQX5+vqVnH662+Xw+PPPMMygoKMCCBQsCq9P4+Hh88MEH+Mc//gEA+Oijj0K6ojZqV1xcHP74xz/ihx9+ACEEa9euxahRo8LeZ0btAvzC4bvvvkO/fv0Cx8LdX0aEfYxZNrvfwixdulTmhfWXv/yFvPXWW4QQQpqamsgLL7xAxo4dSyZMmECOHDlCCCFEEATy+9//nowdO5aMHTuWfP311yFrz7lz58hjjz1GCgoKyBNPPEH+9a9/qdpFCCFPPvkkKS0tlX23oaGBzJ49mxQWFpKioiKyd+/ekLXLbNuqqqrItGnTSGFhIZk4cSKpqKgghES3zwRBIAMGDCDDhw8n48ePD/yrqqoKS599+umnpLCwkDzwwAPkvffeI4T4n9fhw4cJIYRUVFSQhx56iIwePZr853/+J2lubta9j1Ci17bPP/+c9OjRQ9ZH8+fPJ4QQUlZWRiZMmEDGjBlDnnnmGVJfXx+xdhHi9+4T/z5v3ryI9ZlRuy5fvkyGDh2q+l64+0vkvvvuC3hhRWqMsYqEDAaDwbAFU2ExGAwGwxZMgDAYDAbDFkyAMBgMBsMWTIAwGAwGwxZMgDAYDAbDFkyAMBgMBsMWTIAwGAwGwxZMgDAYUWLTpk0YOXIkrl+/jsbGRhQUFGDz5s3RbhaDYRoWSMhgRJHnn38eHTp0gNvthsPhwKJFi6LdJAbDNEyAMBhR5Nq1a3jwwQcRFxeHTz75RJYQk8Fo7TAVFoMRRWpra9Hc3Iz6+npZhmIGoy3AdiAMRpTweDyYMmUKpkyZAkEQ8Ne//hXr1q0LKoU8gxFJ2A6EwYgSb775JlJSUvDwww9j8uTJ6NixI/70pz9Fu1kMhmnYDoTBYDAYtmA7EAaDwWDYggkQBoPBYNiCCRAGg8Fg2IIJEAaDwWDYggkQBoPBYNiCCRAGg8Fg2IIJEAaDwWDYggkQBoPBYNji/wO3XZCeGGIL2QAAAABJRU5ErkJggg==\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "df_sub = df[df.x**2 + df.y**2 <= 1]\n", + "df_sub.plot.scatter(x='x', y='y');" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Example 2: Investors, coincidences, and survivorship bias" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "> Let us use the Monte Carlo \n", + "generator introduced earlier and construct a population of 10,000 \n", + "fictional investment managers... Assume that they each have a perfectly fair \n", + "game; each one has a 50% probability of making 10,000 at the end of \n", + "the year, and a 50% probability of losing 10,000. Let us introduce an \n", + "additional restriction; once a manager has a single bad year, he is \n", + "thrown out of the sample, good-bye and have a nice life. The Monte Carlo generator will toss a coin; heads and the manager will make 10,000 over the year, tails and he will lose 10,000. We run it for the first year. At the end of the year, we expect 5,000 managers to \n", + "be up 10,000 each, and 5,000 to be down 10,000. Now we run the game a second year. Again, we can expect 2,500 managers to be up two years in a row; another year, 1,250; a fourth one, 625; a fifth, 313. \n", + "We have now, simply in a fair game, 313 managers who made money for five years in a row. Out of pure luck. -- [Fooled by Randomness](https://en.wikipedia.org/wiki/Fooled_by_Randomness), Nassim Nicholas Taleb" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "for _ in range(0, 10000):\n", + " x = np.random.binomial(1, 0.5, 1000) - 0.5\n", + " t = np.cumsum(x)\n", + " if (t > 0).all():\n", + " plt.plot(t, alpha=0.1)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 3. PROBABILITY DISTRIBUTIONS AND THEIR STORIES" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Credit:** Thank you to [Justin Bois](http://bois.caltech.edu/) for countless hours of discussion, work and collaboration on thinking about probability distributions and their stories. All of the following is inspired by Justin & his work, if not explicitly drawn from." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "___\n", + "\n", + "In the above, we saw that we could match data-generating processes with binary outcomes to the story of the binomial distribution.\n", + "\n", + "> The Binomial distribution's story is as follows: the number $r$ of successes in $n$ Bernoulli trials with probability $p$ of success, is Binomially distributed. \n", + "\n", + "There are many other distributions with stories also!" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Poisson processes and the Poisson distribution" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In the book [Information Theory, Inference and Learning Algorithms](https://www.amazon.com/Information-Theory-Inference-Learning-Algorithms/dp/0521642981) David MacKay tells the tale of a town called Poissonville, in which the buses have an odd schedule. Standing at a bus stop in Poissonville, the amount of time you have to wait for a bus is totally independent of when the previous bus arrived. This means you could watch a bus drive off and another arrive almost instantaneously, or you could be waiting for hours.\n", + "\n", + "Arrival of buses in Poissonville is what we call a Poisson process. The timing of the next event is completely independent of when the previous event happened. Many real-life processes behave in this way. \n", + "\n", + "* natural births in a given hospital (there is a well-defined average number of natural births per year, and the timing of one birth is independent of the timing of the previous one);\n", + "* Landings on a website;\n", + "* Meteor strikes;\n", + "* Molecular collisions in a gas;\n", + "* Aviation incidents.\n", + "\n", + "Any process that matches the buses in Poissonville **story** is a Poisson process.\n", + "\n", + " " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The number of arrivals of a Poisson process in a given amount of time is Poisson distributed. The Poisson distribution has one parameter, the average number of arrivals in a given length of time. So, to match the story, we could consider the number of hits on a website in an hour with an average of six hits per hour. This is Poisson distributed." + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Generate Poisson-distributed data\n", + "samples = np.random.poisson(6, size=10**6)\n", + "\n", + "# Plot histogram\n", + "plt.hist(samples, bins=21);" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Question:** Does this look like anything to you?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In fact, the Poisson distribution is the limit of the Binomial distribution for low probability of success and large number of trials, that is, for rare events. " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "To see this, think about the stories. Picture this: you're doing a Bernoulli trial once a minute for an hour, each with a success probability of 0.05. We would do 60 trials, and the number of successes is Binomially distributed, and we would expect to get about 3 successes. This is just like the Poisson story of seeing 3 buses on average arrive in a given interval of time. Thus the Poisson distribution with arrival rate equal to np approximates a Binomial distribution for n Bernoulli trials with probability p of success (with n large and p small). This is useful because the Poisson distribution can be simpler to work with as it has only one parameter instead of two for the Binomial distribution." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Hands-on" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Plot the ECDF of the Poisson-distributed data that you generated above." + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Generate x- and y-data for the ECDF\n", + "x_p, y_p = ecdf(samples)\n", + "\n", + "# Plot the ECDF\n", + "plt.plot(x_p, y_p, marker='.', linestyle='none');" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Example Poisson distribution: field goals attempted per game" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "This section is explicitly taken from the great work of Justin Bois. You can find more [here](https://github.com/justinbois/dataframed-plot-examples/blob/master/lebron_field_goals.ipynb)." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Let's first remind ourselves of the story behind the Poisson distribution.\n", + "> The number of arrivals of a Poisson processes in a given set time interval is Poisson distributed.\n", + "\n", + "To quote Justin Bois:\n", + "\n", + "> We could model field goal attempts in a basketball game using a Poisson distribution. When a player takes a shot is a largely stochastic process, being influenced by the myriad ebbs and flows of a basketball game. Some players shoot more than others, though, so there is a well-defined rate of shooting. Let's consider LeBron James's field goal attempts for the 2017-2018 NBA season." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "First thing's first, the data ([from here](https://www.basketball-reference.com/players/j/jamesle01/gamelog/2018)):" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [], + "source": [ + "fga = [19, 16, 15, 20, 20, 11, 15, 22, 34, 17, 20, 24, 14, 14, \n", + " 24, 26, 14, 17, 20, 23, 16, 11, 22, 15, 18, 22, 23, 13, \n", + " 18, 15, 23, 22, 23, 18, 17, 22, 17, 15, 23, 8, 16, 25, \n", + " 18, 16, 17, 23, 17, 15, 20, 21, 10, 17, 22, 20, 20, 23, \n", + " 17, 18, 16, 25, 25, 24, 19, 17, 25, 20, 20, 14, 25, 26, \n", + " 29, 19, 16, 19, 18, 26, 24, 21, 14, 20, 29, 16, 9]" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "To show that this LeBron's attempts are ~ Poisson distributed, you're now going to plot the ECDF and compare it with the the ECDF of the Poisson distribution that has the mean of the data (technically, this is the maximum likelihood estimate)." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## HANDS ON" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Generate the x and y values for the ECDF of LeBron's field attempt goals." + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": {}, + "outputs": [], + "source": [ + "# Generate x & y data for ECDF\n", + "x_ecdf, y_ecdf = ecdf(fga)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now we'll draw samples out of a Poisson distribution to get the theoretical ECDF (that is, simulating the model), plot it with the ECDF of the data and see how they look." + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0, 0.5, 'ECDF')" + ] + }, + "execution_count": 25, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Number of times we simulate the model\n", + "n_reps = 1000\n", + "\n", + "# Plot ECDF of data\n", + "plt.plot(x_ecdf, y_ecdf, '.', color='black');\n", + "\n", + "# Plot ECDF of model\n", + "for _ in range(n_reps):\n", + " samples = np.random.poisson(np.mean(fga), size=len(fga))\n", + " x_theor, y_theor = ecdf(samples)\n", + " plt.plot(x_theor, y_theor, '.', alpha=0.01, color='lightgray');\n", + "\n", + "\n", + "# Label your axes\n", + "plt.xlabel('field goal attempts')\n", + "plt.ylabel('ECDF')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "You can see from the ECDF that LeBron's field goal attempts per game are ~ Poisson distributed." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Exponential distribution" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We've encountered a variety of named _discrete distributions_. There are also named _continuous distributions_, such as the exponential distribution and the normal (or Gaussian) distribution. To see what the story of the exponential distribution is, let's return to Poissonville, in which the number of buses that will arrive per hour are Poisson distributed.\n", + "However, the waiting time between arrivals of a Poisson process are exponentially distributed.\n", + "\n", + "So: the exponential distribution has the following story: the waiting time between arrivals of a Poisson process are exponentially distributed. It has a single parameter, the mean waiting time. This distribution is not peaked, as we can see from its PDF.\n", + "\n", + "For an illustrative example, lets check out the time between all incidents involving nuclear power since 1974. It's a reasonable first approximation to expect incidents to be well-modeled by a Poisson process, which means the timing of one incident is independent of all others. If this is the case, the time between incidents should be exponentially distributed.\n", + "\n", + "\n", + "To see if this story is credible, we can plot the ECDF of the data with the CDF that we'd get from an exponential distribution with the sole parameter, the mean, given by the mean inter-incident time of the data.\n" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": {}, + "outputs": [], + "source": [ + "# Load nuclear power accidents data & create array of inter-incident times\n", + "df = pd.read_csv('../../data/nuclear_power_accidents.csv')\n", + "df.Date = pd.to_datetime(df.Date)\n", + "df = df[df.Date >= pd.to_datetime('1974-01-01')]\n", + "inter_times = np.diff(np.sort(df.Date)).astype(float) / 1e9 / 3600 / 24" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": {}, + "outputs": [], + "source": [ + "# Compute mean and sample from exponential\n", + "mean = np.mean(inter_times)\n", + "samples = np.random.exponential(mean, size=10**6)\n", + "\n", + "# Compute ECDFs for sample & model\n", + "x, y = ecdf(inter_times)\n", + "x_theor, y_theor = ecdf(samples)" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Plot sample & model ECDFs\n", + "plt.plot(x_theor, y_theor);\n", + "plt.plot(x, y, marker='.', linestyle='none');" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We see that the data is close to being Exponentially distributed, which means that we can model the nuclear incidents as a Poisson process." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Normal distribution" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The normal distribution, also known as the Gaussian or Bell Curve, appears everywhere. There are many reasons for this. One is the following:\n", + "\n", + "> When doing repeated measurements, we expect them to be normally distributed, owing to the many subprocesses that contribute to a measurement. This is because (a formulation of the Central Limit Theorem) **any quantity that emerges as the sum of a large number of subprocesses tends to be Normally distributed** provided none of the subprocesses is very broadly distributed.\n", + "\n", + "Now it's time to see if this holds for the measurements of the speed of light in the famous Michelson–Morley experiment:" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Below, I'll plot the histogram with a Gaussian curve fitted to it. Even if that looks good, though, that could be due to binning bias. SO then you'll plot the ECDF of the data and the CDF of the model!" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0, 0.5, 'PDF')" + ] + }, + "execution_count": 29, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Load data, plot histogram \n", + "import scipy.stats as st\n", + "df = pd.read_csv('../../data/michelson_speed_of_light.csv')\n", + "df = df.rename(columns={'velocity of light in air (km/s)': 'c'})\n", + "c = df.c.values\n", + "x_s = np.linspace(299.6, 300.1, 400) * 1000\n", + "plt.plot(x_s, st.norm.pdf(x_s, c.mean(), c.std(ddof=1)))\n", + "plt.hist(c, bins=9, density=True)\n", + "plt.xlabel('speed of light (km/s)')\n", + "plt.ylabel('PDF')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## HANDS ON" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Get speed of light measurement + mean & standard deviation\n", + "michelson_speed_of_light = df.c.values\n", + "mean = np.mean(michelson_speed_of_light)\n", + "std = np.std(michelson_speed_of_light, ddof=1)\n", + "\n", + "# Generate normal samples w/ mean, std of data\n", + "samples = np.random.normal(mean, std, size=10000)\n", + "\n", + "# Generate data ECDF & model CDF\n", + "x, y = ecdf(michelson_speed_of_light)\n", + "x_theor, y_theor = ecdf(samples)\n", + "\n", + "# Plot data & model (E)CDFs\n", + "_ = plt.plot(x_theor, y_theor)\n", + "_ = plt.plot(x, y, marker='.', linestyle='none')\n", + "_ = plt.xlabel('speed of light (km/s)')\n", + "_ = plt.ylabel('CDF')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Some of you may ask but is the data really normal? I urge you to check out Allen Downey's post [_Are your data normal? Hint: no._ ](http://allendowney.blogspot.com/2013/08/are-my-data-normal.html)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 4. Joint Probability & Conditional Probability" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Joint Probability" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We have already encountered joint probabilities above, perhaps without knowing it: $P(A,B)$ is the probability two events $A$ and $B$ _both_ occurring.\n", + "* For example, getting two heads in a row.\n", + "\n", + "If $A$ and $B$ are independent, then $P(A,B)=P(A)P(B)$ but be warned: this is not always (or often) the case.\n", + "\n", + "One way to think of this is considering \"AND\" as multiplication: the probability of A **and** B is the probability of A **multiplied** by the probability of B." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### HANDS-ON: JOINT PROBABILITY COIN FLIPPING" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Verify that $P(A,B)=P(A)P(B)$ in the two fair coin-flip case (A=heads, B=heads) by \n", + "- first simulating two coins being flipped together and calculating the proportion of occurences with two heads;\n", + "- then simulating one coin flip and calculating the proportion of heads and then doing that again and multiplying the two proportions.\n", + "\n", + "Your two calculations should give \"pretty close\" results and not the same results due to the (in)accuracy of simulation. " + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "0.2573\n" + ] + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Solution: Calculate P(A,B)\n", + "x_0 = np.random.binomial(2, 0.5, 10000)\n", + "p_ab = sum(x_0==2)/len(x_0)\n", + "plt.hist(x_0);\n", + "print(p_ab)" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0.2480688" + ] + }, + "execution_count": 32, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Solution: Calculate P(A)P(B)\n", + "x_1 = np.random.binomial(1, 0.5, 10000)\n", + "x_2 = np.random.binomial(1, 0.5, 10000)\n", + "p_a = sum(x_1 == 1)/len(x_1)\n", + "p_b = sum(x_2 == 1)/len(x_2)\n", + "p_a*p_b" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Note:** In order to use such simulation and _hacker statistics_ approaches to \"prove\" results such as the above, we're gliding over several coupled and deep technicalities. This is in the interests of the pedagogical nature of this introduction. For the sake of completeness, we'll mention that we're essentially\n", + "- Using the proportion in our simulations as a proxy for the probability (which, although Frequentist, is useful to allow you to start getting your hands dirty with probability via simluation).\n", + "\n", + "Having stated this, for ease of instruction, we'll continue to do so when thinking about joint & conditional probabilities of both simulated and real data. " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### HANDS-ON: joint probability for birds" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "What is the probability that two randomly selected birds have beak depths over 10 ?" + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0.724891534007516" + ] + }, + "execution_count": 33, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Calculate P(A)P(B) of two birds having beak lengths > 10\n", + "p_a = (sum(lengths > 10))/len(lengths)\n", + "p_b = (sum(lengths > 10))/len(lengths)\n", + "p_a*p_b" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "* Calculate the joint probability using the resampling method, that is, by drawing random samples (with replacement) from the data. First calculate $P(A)P(B)$:" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0.7259806748000001" + ] + }, + "execution_count": 34, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Calculate P(A)P(B) using resampling methods\n", + "n_samples = 100000\n", + "p_a = sum(np.random.choice(lengths, n_samples, replace=True) > 10)/n_samples\n", + "p_b = sum(np.random.choice(lengths, n_samples, replace=True) > 10)/n_samples\n", + "p_a*p_b" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now calculate $P(A,B)$:" + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0.72499" + ] + }, + "execution_count": 35, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Calculate P(A,B) using resampling methods\n", + "n_samples = 100000\n", + "samples = np.random.choice(lengths, (n_samples,2), replace=True)\n", + "_ = samples > (10, 10)\n", + "p_ab = sum(np.prod(_, axis=1))/n_samples\n", + "p_ab" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Task:** Interpret the results of your simulations." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Conditional Probability" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now that we have a grasp on joint probabilities, lets consider conditional probabilities, that is, the probability of some $A$, knowing that some other $B$ is true. We use the notation $P(A|B)$ to denote this. For example, you can ask the question \"What is the probability of a finch beak having depth $<10$, knowing that the finch is of species 'fortis'?\"" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### Example: conditional probability for birds" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "1. What is the probability of a finch beak having depth > 10 ?\n", + "2. What if we know the finch is of species 'fortis'?\n", + "3. What if we know the finch is of species 'scandens'?" + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0.8514056224899599" + ] + }, + "execution_count": 36, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "sum(df_12.blength > 10)/len(df_12)" + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0.6942148760330579" + ] + }, + "execution_count": 37, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df_fortis = df_12.loc[df_12['species'] == 'fortis']\n", + "sum(df_fortis.blength > 10)/len(df_fortis)" + ] + }, + { + "cell_type": "code", + "execution_count": 38, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "1.0" + ] + }, + "execution_count": 38, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df_scandens = df_12.loc[df_12['species'] == 'scandens']\n", + "sum(df_scandens.blength > 10)/len(df_scandens)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Note:** These proportions are definitely different. We can't say much more currently but we'll soon see how to use hypothesis testing to see what else we can say about the differences between the species of finches." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Joint and conditional probabilities\n", + "\n", + "Conditional and joint probabilites are related by the following:\n", + "$$ P(A,B) = P(A|B)P(B)$$" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Homework exercise for the avid learner:** verify the above relationship using simulation/resampling techniques in one of the cases above." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Hands on example: drug testing" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Question:** Suppose that a test for using a particular drug has 99% sensitivity (true positive rate) and 99% specificity (true negative rate), that is, a 1% false positive rate and 1% false negative rate. Suppose that 0.5% (5 in 1,000) of people are users of the drug. What is the probability that a randomly selected individual with a positive test is a drug user?\n", + "\n", + "**If we can answer this, it will be really cool as it shows how we can move from knowing $P(+|user)$ to $P(user|+)$, a MVP for being able to move from $P(data|model)$ to $P(model|data)$.**" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In the spirit of this workshop, it's now time to harness your computational power and the intuition of simulation to solve this drug testing example. \n", + "\n", + "* Before doing so, what do you think the answer to the question _\"What is the probability that a randomly selected individual with a positive test is a drug user?\"_ is? Write down your guess." + ] + }, + { + "cell_type": "code", + "execution_count": 39, + "metadata": {}, + "outputs": [], + "source": [ + "# Take 10,000 subjects\n", + "n = 100000\n", + "# Sample for number of users, non-users\n", + "users = np.random.binomial(n, 0.005, 1) \n", + "non_users = n - users" + ] + }, + { + "cell_type": "code", + "execution_count": 40, + "metadata": {}, + "outputs": [], + "source": [ + "# How many of these users tested +ve ?\n", + "u_pos = np.random.binomial(users, 0.99)\n", + "# How many of these non-users tested +ve ?\n", + "non_pos = np.random.binomial(non_users, 0.01)" + ] + }, + { + "cell_type": "code", + "execution_count": 41, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([0.31836196])" + ] + }, + "execution_count": 41, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# how many of those +ve tests were for users?\n", + "u_pos/(u_pos+non_pos)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Discussion**: What you have been able to do here is to solve the following problem: you knew $P(+|user)=0.99$, but you were trying to figure out $P(user|+)$. Is the answer what you expected? If not, why not? \n", + "\n", + "If you were surprised at the answer, that's not too surprising: you've experienced the [base rate fallacy](https://en.wikipedia.org/wiki/Base_rate_fallacy). The base rate of 99% true positive may lead one to think that most positive tests will be of users, however the vast majority of the overall population are non-users, which means that there will be more that test positive incorrectly than one would otherwise expect.\n", + "\n", + "**Key note:** This is related to the serious scientific challenge posed at the beginning here: if you know the underlying parameters/model, you can figure out the distribution and the result, but often we have only the experimental result and we're trying to figure out the most appropriate model and parameters.\n", + "\n", + "It is Bayes' Theorem that lets us move between these." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 5. Bayes' Theorem\n", + "\n", + "$$P(B|A) = \\frac{P(A|B)P(B)}{P(A)}$$" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "As you may have guessed, it is Bayes' Theorem that will allow us to move back and forth between $P(data|model)$ and $P(model|data)$. As we have seen, $P(model|data)$ is usually what we're interested in as data scientists yet $P(data|model)$ is what we can easily compute, either by simulating our model or using analytic equations." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**One of the coolest things:** Bayes Theorem can be proved with a few lines of mathematics. Your instructor will do this on the chalk/white-board now." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Bayes Theorem solves the above drug testing problem\n", + "\n", + "Bayes Theorem can be used to analytically derive the solution to the 'drug testing' example above as follows." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "From Bayes Theorem, \n", + "\n", + "$$P(user|+) = \\frac{P(+|user)P(user)}{P(+)}$$\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We can expand the denominator here into \n", + "\n", + "$$P(+) = P(+,user) + P(+,non-user) $$\n", + "\n", + "so that\n", + "\n", + "$$ P(+)=P(+|user)P(user) + P(+|non-user)P(non-user)$$\n", + "\n", + "and \n", + "\n", + "$$P(user|+) = \\frac{P(+|user)P(user)}{P(+|user)P(user) + P(+|non-user)P(non-user)}$$." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Calculating this explicitly yields\n", + "\n", + "$$P(user|+) = \\frac{0.99\\times 0.005}{0.99\\times 0.005 + 0.01\\times 0.995} = 0.332 $$" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "This means that if an individual tests positive, there is still only a 33.2% chance that they are a user! This is because the number of non-users is so high compared to the number of users." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Coming up: from Bayes Theorem to Bayesian Inference!" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.8" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/notebooks/SciPy-2021/01-Student-Probability_a_simulated_introduction.ipynb b/notebooks/SciPy-2021/01-Student-Probability_a_simulated_introduction.ipynb new file mode 100644 index 0000000..4d09d21 --- /dev/null +++ b/notebooks/SciPy-2021/01-Student-Probability_a_simulated_introduction.ipynb @@ -0,0 +1,1429 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# What is probability? A simulated introduction" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "#Import packages\n", + "import numpy as np\n", + "import pandas as pd\n", + "import seaborn as sns\n", + "import matplotlib.pyplot as plt\n", + "%matplotlib inline\n", + "sns.set()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Learning Objectives of Part 1" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "- To have an understanding of what \"probability\" means, in both Bayesian and Frequentist terms;\n", + "- To be able to simulate probability distributions that model real-world phenomena;\n", + "- To understand how probability distributions relate to data-generating **stories**;\n", + "- To understand and be able to simulate joint probabilities and conditional probabilities;\n", + "- To understand Bayes' Theorem and its utility." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 1. Probability" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "> To the pioneers such as Bernoulli, Bayes and Laplace, a probability represented a _degree-of-belief_ or plausibility; how much they thought that something was true, based on the evidence at hand. To the 19th century scholars, however, this seemed too vague and subjective an idea to be the basis of a rigorous mathematical theory. So they redefined probability as the _long-run relative frequency_ with which an event occurred, given (infinitely) many repeated (experimental) trials. Since frequencies can be measured, probability was now seen as an objective tool for dealing with _random_ phenomena.\n", + "\n", + "-- _Data Analysis, A Bayesian Tutorial_, Sivia & Skilling (p. 9)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "What type of random phenomena are we talking about here? One example is:\n", + "\n", + "- Knowing that a website has a click-through rate (CTR) of 10%, we can calculate the probability of having 10 people, 9 people, 8 people ... and so on click through, upon drawing 10 people randomly from the population;\n", + "- But given the data of how many people click through, how can we calculate the CTR? And how certain can we be of this CTR? Or how likely is a particular CTR?\n", + "\n", + "Science mostly asks questions of the second form above & Bayesian thinking provides a wonderful framework for answering such questions. Essentially Bayes' Theorem gives us a way of moving from the probability of the data given the model (written as $P(data|model)$) to the probability of the model given the data ($P(model|data)$).\n", + "\n", + "We'll first explore questions of the 1st type using simulation: knowing the model, what is the probability of seeing certain data?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 2. Simulating probabilities" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "* Let's say that a website has a CTR of 50%, i.e. that 50% of people click through. If we picked 1000 people at random from the population, how likely would it be to find that a certain number of people click?\n", + "\n", + "We can simulate this using `numpy`'s random number generator.\n", + "\n", + "To do so, first note we can use `np.random.rand()` to randomly select floats between 0 and 1 (known as the _uniform distribution_). Below, we do so and plot a histogram:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Draw 1,000 samples from uniform & plot results\n", + "x = ___\n", + "___;" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "To then simulate the sampling from the population, we check whether each float was greater or less than 0.5. If less than or equal to 0.5, we say the person clicked." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Computed how many people click\n", + "clicks = ___\n", + "n_clicks = ___\n", + "f\"Number of clicks = {n_clicks}\"" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The proportion of people who clicked can be calculated as the total number of clicks over the number of people:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Computed proportion of people who clicked\n", + "f\"Proportion who clicked = {___}\"" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Discussion**: Did you get the same answer as your neighbour? If you did, why? If not, why not?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Up for discussion:** Let's say that all you had was this data and you wanted to figure out the CTR (probability of clicking). \n", + "\n", + "* What would your estimate be?\n", + "* Bonus points: how confident would you be of your estimate?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Note:** Although, in the above, we have described _probability_ in two ways, we have not described it mathematically. We're not going to do so rigorously here, but we will say that _probability_ defines a function from the space of possibilities (in the above, the interval $[0,1]$) that describes how likely it is to get a particular point or region in that space. Mike Betancourt has an elegant [Introduction to Probability Theory (For Scientists and Engineers)](https://betanalpha.github.io/assets/case_studies/probability_theory.html) that I can recommend." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Hands-on: more clicking" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Use random sampling to simulate how many people click when the CTR is 0.7. How many click? What proportion?" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Solution\n", + "clicks = ___\n", + "n_clicks = ___\n", + "print(f\"Number of clicks = {___}\")\n", + "print(f\"Proportion who clicked = {___}\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "_Discussion point_: This model is known as the bias coin flip. \n", + "- Can you see why?\n", + "- Can it be used to model other phenomena?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Galapagos finch beaks" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "You can also calculate such proportions with real-world data. Here we import a dataset of Finch beak measurements from the Galápagos islands. You can find the data [here](https://datadryad.org/resource/doi:10.5061/dryad.9gh90)." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Import and view head of data\n", + "df_12 = pd.read_csv('../../data/finch_beaks_2012.csv')\n", + "df_12.head()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Store lengths in a pandas series\n", + "lengths = ___" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "* What proportion of birds have a beak length > 10 ?" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "p = ___\n", + "p" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Note:** This is the proportion of birds that have beak length $>10$ in your empirical data, not the probability that any bird drawn from the population will have beak length $>10$." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### A proxy for probability\n", + "\n", + "As stated above, we have calculated a proportion, not a probability. As a proxy for the probability, we can simulate drawing random samples (with replacement) from the data seeing how many lengths are > 10 and calculating the proportion (commonly referred to as [hacker statistics](https://speakerdeck.com/jakevdp/statistics-for-hackers)):" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "n_samples = 10000\n", + "___" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Another way to simulate coin-flips" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In the above, you have used the uniform distribution to sample from a series of biased coin flips. I want to introduce you to another distribution that you can also use to do so: the **binomial distribution**.\n", + "\n", + "The **binomial distribution** with parameters $n$ and $p$ is defined as the probability distribution of\n", + "\n", + "> the number of heads seen when flipping a coin $n$ times when with $p(heads)=p$." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Note** that this distribution essentially tells the **story** of a general model in the following sense: if we believe that they underlying process generating the observed data has a binary outcome (affected by disease or not, head or not, 0 or 1, clicked through or not), and that one the of the two outcomes occurs with probability $p$, then the probability of seeing a particular outcome is given by the **binomial distribution** with parameters $n$ and $p$." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Any process that matches the coin flip story is a Binomial process (note that you'll see such coin flips also referred to as Bernoulli trials in the literature). So we can also formulate the story of the Binomial distribution as\n", + "\n", + "> the number $r$ of successes in $n$ Bernoulli trials with probability $p$ of success, is Binomially distributed. " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We'll now use the binomial distribution to answer the same question as above:\n", + "* If P(heads) = 0.7 and you flip the coin ten times, how many heads will come up?\n", + "\n", + "We'll also set the seed to ensure reproducible results." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Set seed\n", + "___\n", + "\n", + "# Simulate one run of flipping the biased coin 10 times\n", + "___" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Simulating many times to get the distribution\n", + "\n", + "In the above, we have simulated the scenario once. But this only tells us one potential outcome. To see how likely it is to get $n$ heads, for example, we need to simulate it a lot of times and check what proportion ended up with $n$ heads." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Simulate 1,000 run of flipping the biased coin 10 times\n", + "x = ___\n", + "\n", + "# Plot normalized histogram of results\n", + "plt.hist(x, density=True, bins=10);" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "* Group chat: what do you see in the above?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Hands-on" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "- If I flip a biased coin ($P(H)=0.3$) 20 times, what is the probability of 5 or more heads?" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Calculate the probability of 5 or more heads for p=0.3\n", + "___" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "- If I flip a fair coin 20 times, what is the probability of 5 or more heads?" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Calculate the probability of 5 or more heads for p=0.5\n", + "___" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "- Plot the normalized histogram of number of heads of the following experiment: flipping a fair coin 10 times." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Plot histogram \n", + "x = ___\n", + "___;" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Note:** you may have noticed that the _binomial distribution_ can take on only a finite number of values, whereas the _uniform distribution_ above can take on any number between $0$ and $1$. These are different enough cases to warrant special mention of this & two different names: the former is called a _probability mass function_ (PMF) and the latter a _probability distribution function_ (PDF). Time permitting, we may discuss some of the subtleties here. If not, all good texts will cover this. I like (Sivia & Skilling, 2006), among many others.\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Question:** \n", + "* Looking at the histogram, can you tell me the probability of seeing 4 or more heads?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Enter the ECDF." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Empirical cumulative distribution functions (ECDFs)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "An ECDF is, as an alternative to a histogram, a way to visualize univariate data that is rich in information. It allows you to visualize all of your data and, by doing so, avoids the very real problem of binning.\n", + "- can plot control plus experiment\n", + "- data plus model!\n", + "- many populations\n", + "- can see multimodality (though less pronounced) -- a mode becomes a point of inflexion!\n", + "- can read off so much: e.g. percentiles.\n", + "\n", + "See Eric Ma's great post on ECDFS [here](https://ericmjl.github.io/blog/2018/7/14/ecdfs/) AND [this twitter thread](https://twitter.com/allendowney/status/1019171696572583936) (thanks, Allen Downey!).\n", + "\n", + "So what is this ECDF? \n", + "\n", + "**Definition:** In an ECDF, the x-axis is the range of possible values for the data & for any given x-value, the corresponding y-value is the proportion of data points less than or equal to that x-value." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Let's define a handy ECDF function that takes in data and outputs $x$ and $y$ data for the ECDF." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "def ecdf(data):\n", + " \"\"\"Compute ECDF for a one-dimensional array of measurements.\"\"\"\n", + " # Number of data points\n", + " n = len(data)\n", + "\n", + " # x-data for the ECDF\n", + " x = np.sort(data)\n", + "\n", + " # y-data for the ECDF\n", + " y = np.arange(1, n+1) / n\n", + "\n", + " return x, y" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Hands-on" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Plot the ECDF for the previous hands-on exercise. Read the answer to the following question off the ECDF: the probability of seeing 4 or more heads?" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Generate x- and y-data for the ECDF\n", + "x_flips, y_flips = ___\n", + "\n", + "# Plot the ECDF\n", + "___;" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## An Aside on Monte Carlo Simulations!" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "> Monte Carlo methods, or Monte Carlo experiments, are a broad class of computational algorithms that rely on repeated random sampling to obtain numerical results. -- [Wikipedia](https://en.wikipedia.org/wiki/Monte_Carlo_method)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Example 1: Estimating $\\pi$\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Consider two shapes: (1) a circle with radius 1 and centre the origin and (2) a square with the same diameter around the circle. Notice two things:\n", + "- The area of the circle is $\\pi$\n", + "- The area of the square is $4$\n", + "This means that the $\\pi$ is equal to 4 times the area of the circle divided by the area of the circle. \n", + "\n", + "So: if we randomly populate the square with points and then count what fraction of them are in the circle (and multiply the result by 4), we'll be able to approximate $\\pi$. So let's do it!" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "N = 10**3 #number of points\n", + "\n", + "# Generate x, y coordinates\n", + "x = np.random.uniform(-1,1, N)\n", + "y = np.random.uniform(-1,1, N)\n", + "\n", + "# Calculate pi\n", + "4*sum(x**2 + y**2 <= 1)/N\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "df = pd.DataFrame({'x': x, 'y': y})\n", + "df.plot.scatter(x='x', y='y');" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "df_sub = df[df.x**2 + df.y**2 <= 1]\n", + "df_sub.plot.scatter(x='x', y='y');" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Example 2: Investors, coincidences, and survivorship bias" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "> Let us use the Monte Carlo \n", + "generator introduced earlier and construct a population of 10,000 \n", + "fictional investment managers... Assume that they each have a perfectly fair \n", + "game; each one has a 50% probability of making 10,000 at the end of \n", + "the year, and a 50% probability of losing 10,000. Let us introduce an \n", + "additional restriction; once a manager has a single bad year, he is \n", + "thrown out of the sample, good-bye and have a nice life. The Monte Carlo generator will toss a coin; heads and the manager will make 10,000 over the year, tails and he will lose 10,000. We run it for the first year. At the end of the year, we expect 5,000 managers to \n", + "be up 10,000 each, and 5,000 to be down 10,000. Now we run the game a second year. Again, we can expect 2,500 managers to be up two years in a row; another year, 1,250; a fourth one, 625; a fifth, 313. \n", + "We have now, simply in a fair game, 313 managers who made money for five years in a row. Out of pure luck. -- [Fooled by Randomness](https://en.wikipedia.org/wiki/Fooled_by_Randomness), Nassim Nicholas Taleb" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "for _ in range(0, 10000):\n", + " x = np.random.binomial(1, 0.5, 1000) - 0.5\n", + " t = np.cumsum(x)\n", + " if (t > 0).all():\n", + " plt.plot(t, alpha=0.1)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 3. PROBABILITY DISTRIBUTIONS AND THEIR STORIES" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Credit:** Thank you to [Justin Bois](http://bois.caltech.edu/) for countless hours of discussion, work and collaboration on thinking about probability distributions and their stories. All of the following is inspired by Justin & his work, if not explicitly drawn from." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "___\n", + "\n", + "In the above, we saw that we could match data-generating processes with binary outcomes to the story of the binomial distribution.\n", + "\n", + "> The Binomial distribution's story is as follows: the number $r$ of successes in $n$ Bernoulli trials with probability $p$ of success, is Binomially distributed. \n", + "\n", + "There are many other distributions with stories also!" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Poisson processes and the Poisson distribution" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In the book [Information Theory, Inference and Learning Algorithms](https://www.amazon.com/Information-Theory-Inference-Learning-Algorithms/dp/0521642981) David MacKay tells the tale of a town called Poissonville, in which the buses have an odd schedule. Standing at a bus stop in Poissonville, the amount of time you have to wait for a bus is totally independent of when the previous bus arrived. This means you could watch a bus drive off and another arrive almost instantaneously, or you could be waiting for hours.\n", + "\n", + "Arrival of buses in Poissonville is what we call a Poisson process. The timing of the next event is completely independent of when the previous event happened. Many real-life processes behave in this way. \n", + "\n", + "* natural births in a given hospital (there is a well-defined average number of natural births per year, and the timing of one birth is independent of the timing of the previous one);\n", + "* Landings on a website;\n", + "* Meteor strikes;\n", + "* Molecular collisions in a gas;\n", + "* Aviation incidents.\n", + "\n", + "Any process that matches the buses in Poissonville **story** is a Poisson process.\n", + "\n", + " " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The number of arrivals of a Poisson process in a given amount of time is Poisson distributed. The Poisson distribution has one parameter, the average number of arrivals in a given length of time. So, to match the story, we could consider the number of hits on a website in an hour with an average of six hits per hour. This is Poisson distributed." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Generate Poisson-distributed data\n", + "samples = ___\n", + "\n", + "# Plot histogram\n", + "___;" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Question:** Does this look like anything to you?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In fact, the Poisson distribution is the limit of the Binomial distribution for low probability of success and large number of trials, that is, for rare events. " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "To see this, think about the stories. Picture this: you're doing a Bernoulli trial once a minute for an hour, each with a success probability of 0.05. We would do 60 trials, and the number of successes is Binomially distributed, and we would expect to get about 3 successes. This is just like the Poisson story of seeing 3 buses on average arrive in a given interval of time. Thus the Poisson distribution with arrival rate equal to np approximates a Binomial distribution for n Bernoulli trials with probability p of success (with n large and p small). This is useful because the Poisson distribution can be simpler to work with as it has only one parameter instead of two for the Binomial distribution." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Hands-on" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Plot the ECDF of the Poisson-distributed data that you generated above." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Generate x- and y-data for the ECDF\n", + "x_p, y_p = ___\n", + "\n", + "# Plot the ECDF\n", + "___;" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Example Poisson distribution: field goals attempted per game" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "This section is explicitly taken from the great work of Justin Bois. You can find more [here](https://github.com/justinbois/dataframed-plot-examples/blob/master/lebron_field_goals.ipynb)." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Let's first remind ourselves of the story behind the Poisson distribution.\n", + "> The number of arrivals of a Poisson processes in a given set time interval is Poisson distributed.\n", + "\n", + "To quote Justin Bois:\n", + "\n", + "> We could model field goal attempts in a basketball game using a Poisson distribution. When a player takes a shot is a largely stochastic process, being influenced by the myriad ebbs and flows of a basketball game. Some players shoot more than others, though, so there is a well-defined rate of shooting. Let's consider LeBron James's field goal attempts for the 2017-2018 NBA season." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "First thing's first, the data ([from here](https://www.basketball-reference.com/players/j/jamesle01/gamelog/2018)):" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "fga = [19, 16, 15, 20, 20, 11, 15, 22, 34, 17, 20, 24, 14, 14, \n", + " 24, 26, 14, 17, 20, 23, 16, 11, 22, 15, 18, 22, 23, 13, \n", + " 18, 15, 23, 22, 23, 18, 17, 22, 17, 15, 23, 8, 16, 25, \n", + " 18, 16, 17, 23, 17, 15, 20, 21, 10, 17, 22, 20, 20, 23, \n", + " 17, 18, 16, 25, 25, 24, 19, 17, 25, 20, 20, 14, 25, 26, \n", + " 29, 19, 16, 19, 18, 26, 24, 21, 14, 20, 29, 16, 9]" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "To show that this LeBron's attempts are ~ Poisson distributed, you're now going to plot the ECDF and compare it with the the ECDF of the Poisson distribution that has the mean of the data (technically, this is the maximum likelihood estimate)." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## HANDS ON" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Generate the x and y values for the ECDF of LeBron's field attempt goals." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Generate x & y data for ECDF\n", + "x_ecdf, y_ecdf = ___" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now we'll draw samples out of a Poisson distribution to get the theoretical ECDF (that is, simulating the model), plot it with the ECDF of the data and see how they look." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Number of times we simulate the model\n", + "n_reps = 1000\n", + "\n", + "# Plot ECDF of data\n", + "plt.plot(x_ecdf, y_ecdf, '.', color='black');\n", + "\n", + "# Plot ECDF of model\n", + "for _ in range(n_reps):\n", + " samples = ___\n", + " x_theor, y_theor = ___\n", + " plt.plot(x_theor, y_theor, '.', alpha=0.01, color='lightgray');\n", + "\n", + "\n", + "# Label your axes\n", + "plt.xlabel('field goal attempts')\n", + "plt.ylabel('ECDF')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "You can see from the ECDF that LeBron's field goal attempts per game are ~ Poisson distributed." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Exponential distribution" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We've encountered a variety of named _discrete distributions_. There are also named _continuous distributions_, such as the exponential distribution and the normal (or Gaussian) distribution. To see what the story of the exponential distribution is, let's return to Poissonville, in which the number of buses that will arrive per hour are Poisson distributed.\n", + "However, the waiting time between arrivals of a Poisson process are exponentially distributed.\n", + "\n", + "So: the exponential distribution has the following story: the waiting time between arrivals of a Poisson process are exponentially distributed. It has a single parameter, the mean waiting time. This distribution is not peaked, as we can see from its PDF.\n", + "\n", + "For an illustrative example, lets check out the time between all incidents involving nuclear power since 1974. It's a reasonable first approximation to expect incidents to be well-modeled by a Poisson process, which means the timing of one incident is independent of all others. If this is the case, the time between incidents should be exponentially distributed.\n", + "\n", + "\n", + "To see if this story is credible, we can plot the ECDF of the data with the CDF that we'd get from an exponential distribution with the sole parameter, the mean, given by the mean inter-incident time of the data.\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Load nuclear power accidents data & create array of inter-incident times\n", + "df = pd.read_csv('../../data/nuclear_power_accidents.csv')\n", + "df.Date = pd.to_datetime(df.Date)\n", + "df = df[df.Date >= pd.to_datetime('1974-01-01')]\n", + "inter_times = np.diff(np.sort(df.Date)).astype(float) / 1e9 / 3600 / 24" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Compute mean and sample from exponential\n", + "mean = ___\n", + "samples = ___\n", + "\n", + "# Compute ECDFs for sample & model\n", + "x, y = ___\n", + "x_theor, y_theor = ___" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Plot sample & model ECDFs\n", + "___;\n", + "plt.plot(x, y, marker='.', linestyle='none');" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We see that the data is close to being Exponentially distributed, which means that we can model the nuclear incidents as a Poisson process." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Normal distribution" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The normal distribution, also known as the Gaussian or Bell Curve, appears everywhere. There are many reasons for this. One is the following:\n", + "\n", + "> When doing repeated measurements, we expect them to be normally distributed, owing to the many subprocesses that contribute to a measurement. This is because (a formulation of the Central Limit Theorem) **any quantity that emerges as the sum of a large number of subprocesses tends to be Normally distributed** provided none of the subprocesses is very broadly distributed.\n", + "\n", + "Now it's time to see if this holds for the measurements of the speed of light in the famous Michelson–Morley experiment:" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Below, I'll plot the histogram with a Gaussian curve fitted to it. Even if that looks good, though, that could be due to binning bias. SO then you'll plot the ECDF of the data and the CDF of the model!" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Load data, plot histogram \n", + "import scipy.stats as st\n", + "df = pd.read_csv('../../data/michelson_speed_of_light.csv')\n", + "df = df.rename(columns={'velocity of light in air (km/s)': 'c'})\n", + "c = df.c.values\n", + "x_s = np.linspace(299.6, 300.1, 400) * 1000\n", + "plt.plot(x_s, st.norm.pdf(x_s, c.mean(), c.std(ddof=1)))\n", + "plt.hist(c, bins=9, density=True)\n", + "plt.xlabel('speed of light (km/s)')\n", + "plt.ylabel('PDF')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## HANDS ON" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Get speed of light measurement + mean & standard deviation\n", + "michelson_speed_of_light = df.c.values\n", + "mean = np.mean(michelson_speed_of_light)\n", + "std = np.std(michelson_speed_of_light, ddof=1)\n", + "\n", + "# Generate normal samples w/ mean, std of data\n", + "samples = ___\n", + "\n", + "# Generate data ECDF & model CDF\n", + "x, y = ___\n", + "x_theor, y_theor = ___\n", + "\n", + "# Plot data & model (E)CDFs\n", + "___;\n", + "___;\n", + "plt.xlabel('speed of light (km/s)')\n", + "plt.ylabel('CDF')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Some of you may ask but is the data really normal? I urge you to check out Allen Downey's post [_Are your data normal? Hint: no._ ](http://allendowney.blogspot.com/2013/08/are-my-data-normal.html)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 4. Joint Probability & Conditional Probability" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Joint Probability" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We have already encountered joint probabilities above, perhaps without knowing it: $P(A,B)$ is the probability two events $A$ and $B$ _both_ occurring.\n", + "* For example, getting two heads in a row.\n", + "\n", + "If $A$ and $B$ are independent, then $P(A,B)=P(A)P(B)$ but be warned: this is not always (or often) the case.\n", + "\n", + "One way to think of this is considering \"AND\" as multiplication: the probability of A **and** B is the probability of A **multiplied** by the probability of B." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### HANDS-ON: JOINT PROBABILITY COIN FLIPPING" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Verify that $P(A,B)=P(A)P(B)$ in the two fair coin-flip case (A=heads, B=heads) by \n", + "- first simulating two coins being flipped together and calculating the proportion of occurences with two heads;\n", + "- then simulating one coin flip and calculating the proportion of heads and then doing that again and multiplying the two proportions.\n", + "\n", + "Your two calculations should give \"pretty close\" results and not the same results due to the (in)accuracy of simulation. " + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Solution: Calculate P(A,B)\n", + "x_0 = ___\n", + "p_ab = ___\n", + "___;\n", + "print(p_ab)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Solution: Calculate P(A)P(B)\n", + "x_1 = np.random.binomial(1, 0.5, 10000)\n", + "x_2 = np.random.binomial(1, 0.5, 10000)\n", + "p_a = ___\n", + "p_b = ___\n", + "p_a*p_b" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Note:** In order to use such simulation and _hacker statistics_ approaches to \"prove\" results such as the above, we're gliding over several coupled and deep technicalities. This is in the interests of the pedagogical nature of this introduction. For the sake of completeness, we'll mention that we're essentially\n", + "- Using the proportion in our simulations as a proxy for the probability (which, although Frequentist, is useful to allow you to start getting your hands dirty with probability via simluation).\n", + "\n", + "Having stated this, for ease of instruction, we'll continue to do so when thinking about joint & conditional probabilities of both simulated and real data. " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### HANDS-ON: joint probability for birds" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "What is the probability that two randomly selected birds have beak depths over 10 ?" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Calculate P(A)P(B) of two birds having beak lengths > 10\n", + "p_a = ___\n", + "p_b = ___\n", + "p_a*p_b" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "* Calculate the joint probability using the resampling method, that is, by drawing random samples (with replacement) from the data. First calculate $P(A)P(B)$:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Calculate P(A)P(B) using resampling methods\n", + "n_samples = 100000\n", + "p_a = sum(___)/n_samples\n", + "p_b = sum(___)/n_samples\n", + "p_a*p_b" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now calculate $P(A,B)$:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Calculate P(A,B) using resampling methods\n", + "n_samples = 100000\n", + "samples = ___\n", + "_ = samples > (10, 10)\n", + "p_ab = sum(___)/n_samples\n", + "p_ab" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Task:** Interpret the results of your simulations." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Conditional Probability" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now that we have a grasp on joint probabilities, lets consider conditional probabilities, that is, the probability of some $A$, knowing that some other $B$ is true. We use the notation $P(A|B)$ to denote this. For example, you can ask the question \"What is the probability of a finch beak having depth $<10$, knowing that the finch is of species 'fortis'?\"" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### Example: conditional probability for birds" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "1. What is the probability of a finch beak having depth > 10 ?\n", + "2. What if we know the finch is of species 'fortis'?\n", + "3. What if we know the finch is of species 'scandens'?" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "___" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "df_fortis = df_12.loc[df_12['species'] == 'fortis']\n", + "___" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "df_scandens = df_12.loc[df_12['species'] == 'scandens']\n", + "___" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Note:** These proportions are definitely different. We can't say much more currently but we'll soon see how to use hypothesis testing to see what else we can say about the differences between the species of finches." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Joint and conditional probabilities\n", + "\n", + "Conditional and joint probabilites are related by the following:\n", + "$$ P(A,B) = P(A|B)P(B)$$" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Homework exercise for the avid learner:** verify the above relationship using simulation/resampling techniques in one of the cases above." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Hands on example: drug testing" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Question:** Suppose that a test for using a particular drug has 99% sensitivity (true positive rate) and 99% specificity (true negative rate), that is, a 1% false positive rate and 1% false negative rate. Suppose that 0.5% (5 in 1,000) of people are users of the drug. What is the probability that a randomly selected individual with a positive test is a drug user?\n", + "\n", + "**If we can answer this, it will be really cool as it shows how we can move from knowing $P(+|user)$ to $P(user|+)$, a MVP for being able to move from $P(data|model)$ to $P(model|data)$.**" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In the spirit of this workshop, it's now time to harness your computational power and the intuition of simulation to solve this drug testing example. \n", + "\n", + "* Before doing so, what do you think the answer to the question _\"What is the probability that a randomly selected individual with a positive test is a drug user?\"_ is? Write down your guess." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Take 10,000 subjects\n", + "n = 100000\n", + "# Sample for number of users, non-users\n", + "users = ___\n", + "non_users = ___" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# How many of these users tested +ve ?\n", + "u_pos = ___\n", + "# How many of these non-users tested +ve ?\n", + "non_pos = ___" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# how many of those +ve tests were for users?\n", + "u_pos/(u_pos+non_pos)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Discussion**: What you have been able to do here is to solve the following problem: you knew $P(+|user)=0.99$, but you were trying to figure out $P(user|+)$. Is the answer what you expected? If not, why not? \n", + "\n", + "If you were surprised at the answer, that's not too surprising: you've experienced the [base rate fallacy](https://en.wikipedia.org/wiki/Base_rate_fallacy). The base rate of 99% true positive may lead one to think that most positive tests will be of users, however the vast majority of the overall population are non-users, which means that there will be more that test positive incorrectly than one would otherwise expect.\n", + "\n", + "**Key note:** This is related to the serious scientific challenge posed at the beginning here: if you know the underlying parameters/model, you can figure out the distribution and the result, but often we have only the experimental result and we're trying to figure out the most appropriate model and parameters.\n", + "\n", + "It is Bayes' Theorem that lets us move between these." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 5. Bayes' Theorem\n", + "\n", + "$$P(B|A) = \\frac{P(A|B)P(B)}{P(A)}$$" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "As you may have guessed, it is Bayes' Theorem that will allow us to move back and forth between $P(data|model)$ and $P(model|data)$. As we have seen, $P(model|data)$ is usually what we're interested in as data scientists yet $P(data|model)$ is what we can easily compute, either by simulating our model or using analytic equations." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**One of the coolest things:** Bayes Theorem can be proved with a few lines of mathematics. Your instructor will do this on the chalk/white-board now." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Bayes Theorem solves the above drug testing problem\n", + "\n", + "Bayes Theorem can be used to analytically derive the solution to the 'drug testing' example above as follows." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "From Bayes Theorem, \n", + "\n", + "$$P(user|+) = \\frac{P(+|user)P(user)}{P(+)}$$\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We can expand the denominator here into \n", + "\n", + "$$P(+) = P(+,user) + P(+,non-user) $$\n", + "\n", + "so that\n", + "\n", + "$$ P(+)=P(+|user)P(user) + P(+|non-user)P(non-user)$$\n", + "\n", + "and \n", + "\n", + "$$P(user|+) = \\frac{P(+|user)P(user)}{P(+|user)P(user) + P(+|non-user)P(non-user)}$$." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Calculating this explicitly yields\n", + "\n", + "$$P(user|+) = \\frac{0.99\\times 0.005}{0.99\\times 0.005 + 0.01\\times 0.995} = 0.332 $$" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "This means that if an individual tests positive, there is still only a 33.2% chance that they are a user! This is because the number of non-users is so high compared to the number of users." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Coming up: from Bayes Theorem to Bayesian Inference!" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.8" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/notebooks/SciPy-2021/02-Instructor-Parameter_estimation_hypothesis_testing.ipynb b/notebooks/SciPy-2021/02-Instructor-Parameter_estimation_hypothesis_testing.ipynb new file mode 100644 index 0000000..a0a4dda --- /dev/null +++ b/notebooks/SciPy-2021/02-Instructor-Parameter_estimation_hypothesis_testing.ipynb @@ -0,0 +1,785 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Parameter estimation and hypothesis testing" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "#Import packages\n", + "import numpy as np\n", + "import pandas as pd\n", + "import seaborn as sns\n", + "import matplotlib.pyplot as plt\n", + "import pymc3 as pm\n", + "from ipywidgets import interact\n", + "import arviz as az\n", + "%matplotlib inline\n", + "sns.set()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Learning Objectives of Part 2" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "1. Understand what priors, likelihoods and posteriors are;\n", + "2. Use random sampling for parameter estimation to appreciate the relationship between sample size & the posterior distribution, along with the effect of the prior;\n", + "3. Use probabilistic programming for parameter estimation;\n", + "4. Use probabilistic programming for hypothesis testing." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 1. From Bayes Theorem to Bayesian Inference" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Let's say that we flip a biased coin several times and we want to estimate the probability of heads from the number of heads we saw. Statistical intuition tells us that our best estimate of $p(heads)=$ number of heads divided by total number of flips.\n", + "\n", + "However, \n", + "\n", + "1. It doesn't tell us how certain we can be of that estimate and\n", + "2. This type of intuition doesn't extend to even slightly more complex examples.\n", + "\n", + "Bayesian inference helps us here. We can calculate the probability of a particular $p=p(H)$ given data $D$ by setting $A$ in Bayes Theorem equal to $p$ and $B$ equal to $D$." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "\n", + "$$P(p|D) = \\frac{P(D|p)P(p)}{P(D)} $$\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In this equation, we call $P(p)$ the prior (distribution), $P(D|p)$ the likelihood and $P(p|D)$ the posterior (distribution). The intuition behind the nomenclature is as follows: the prior is the distribution containing our knowledge about $p$ prior to the introduction of the data $D$ & the posterior is the distribution containing our knowledge about $p$ after considering the data $D$." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Note** that we're _overloading_ the term _probability_ here. In fact, we have 3 distinct usages of the word:\n", + "- The probability $p$ of seeing a head when flipping a coin;\n", + "- The resulting binomial probability distribution $P(D|p)$ of seeing the data $D$, given $p$;\n", + "- The prior & posterior probability distributions of $p$, encoding our _uncertainty_ about the value of $p$." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Key concept:** We only need to know the posterior distribution $P(p|D)$ up to multiplication by a constant at the moment: this is because we really only care about the values of $P(p|D)$ relative to each other – for example, what is the most likely value of $p$? To answer such questions, we only need to know what $P(p|D)$ is proportional to, as a function of $p$. Thus we don’t currently need to worry about the term $P(D)$. In fact,\n", + "\n", + "$$P(p|D) \\propto P(D|p)P(p) $$\n", + "\n", + "**Note:** What is the prior? Really, what do we know about $p$ before we see any data? Well, as it is a probability, we know that $0\\leq p \\leq1$. If we haven’t flipped any coins yet, we don’t know much else: so it seems logical that all values of $p$ within this interval are equally likely, i.e., $P(p)=1$, for $0\\leq p \\leq1$. This is known as an uninformative prior because it contains little information (there are other uninformative priors we may use in this situation, such as the Jeffreys prior, to be discussed later). People who like to hate on Bayesian inference tend to claim that the need to choose a prior makes Bayesian methods somewhat arbitrary, but as we’ll now see, if you have enough data, the likelihood dominates over the prior and the latter doesn’t matter so much." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "\n", + "**Essential remark:** we get the whole distribution of $P(p|D)$, not merely a point estimate plus errors bars, such as [95% confidence intervals](http://andrewgelman.com/2018/07/04/4th-july-lets-declare-independence-95/).\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 2. Bayesian parameter estimation I: flip those coins" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now let's generate some coin flips and try to estimate $p(H)$. Two notes:\n", + "- given data $D$ consisting of $n$ coin tosses & $k$ heads, the likelihood function is given by $L:=P(D|p) \\propto p^k(1-p)^{n-k}$;\n", + "- given a uniform prior, the posterior is proportional to the likelihood." + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "def plot_posterior(p=0.6, N=0):\n", + " \"\"\"Plot the posterior given a uniform prior; Bernoulli trials\n", + " with probability p; sample size N\"\"\"\n", + " np.random.seed(42)\n", + " # Flip coins \n", + " n_successes = np.random.binomial(N, p)\n", + " # X-axis for PDF\n", + " x = np.linspace(0, 1, 100)\n", + " # Prior\n", + " prior = 1\n", + " # Compute posterior, given the likelihood (analytic form)\n", + " posterior = x**n_successes*(1-x)**(N-n_successes)*prior\n", + " posterior /= np.max(posterior) # so that peak always at 1\n", + " plt.plot(x, posterior)\n", + " plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plot_posterior(N=10)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "* Now use the great ipywidget interact to check out the posterior as you generate more and more data (you can also vary $p$):" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "a2b8fe422627493b8e50a595a5a0c825", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "interactive(children=(FloatSlider(value=0.6, description='p', max=1.0, step=0.01), IntSlider(value=0, descript…" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "interact(plot_posterior, p=(0, 1, 0.01), N=(0, 1500));" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Notes for discussion:**\n", + "\n", + "* as you generate more and more data, your posterior gets narrower, i.e. you get more and more certain of your estimate.\n", + "* you need more data to be certain of your estimate when $p=0.5$, as opposed to when $p=0$ or $p=1$. " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### The choice of the prior" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "You may have noticed that we needed to choose a prior and that, in the small to medium data limit, this choice can affect the posterior. We'll briefly introduce several types of priors and then you'll use one of them for the example above to see the effect of the prior:\n", + "\n", + "- **Informative priors** express specific, definite information about a variable, for example, if we got a coin from the mint, we may use an informative prior with a peak at $p=0.5$ and small variance. \n", + "- **Weakly informative priors** express partial information about a variable, such as a peak at $p=0.5$ (if we have no reason to believe the coin is biased), with a larger variance.\n", + "- **Uninformative priors** express no information about a variable, except what we know for sure, such as knowing that $0\\leq p \\leq1$.\n", + "\n", + "Now you may think that the _uniform distribution_ is uninformative, however, what if I am thinking about this question in terms of the probability $p$ and Eric Ma is thinking about it in terms of the _odds ratio_ $r=\\frac{p}{1-p}$? Eric rightly feels that he has no prior knowledge as to what this $r$ is and thus chooses the uniform prior on $r$.\n", + "\n", + "With a bit of algebra (transformation of variables), we can show that choosing the uniform prior on $p$ amounts to choosing a decidedly non-uniform prior on $r$ and vice versa. So Eric and I have actually chosen different priors, using the same philosophy. How do we avoid this happening? Enter the **Jeffreys prior**, which is an uninformative prior that solves this problem. You can read more about the Jeffreys prior [here](https://en.wikipedia.org/wiki/Jeffreys_prior) & in your favourite Bayesian text book (Sivia gives a nice treatment). \n", + "\n", + "In the binomial (coin flip) case, the Jeffreys prior is given by $P(p) = \\frac{1}{\\sqrt{p(1-p)}}$.\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### Hands-on" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "* Create an interactive plot like the one above, except that it has two posteriors on it: one for the uniform prior, another for the Jeffries prior." + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [], + "source": [ + "# Solution\n", + "def plot_posteriors(p=0.6, N=0):\n", + " np.random.seed(42)\n", + " n_successes = np.random.binomial(N, p)\n", + " x = np.linspace(0.01, 0.99, 100)\n", + " posterior1 = x**n_successes*(1-x)**(N-n_successes) # w/ uniform prior\n", + " posterior1 /= np.max(posterior1) # so that peak always at 1\n", + " plt.plot(x, posterior1, label='Uniform prior')\n", + " jp = np.sqrt(x*(1-x))**(-1) # Jeffreys prior\n", + " posterior2 = posterior1*jp # w/ Jeffreys prior\n", + " posterior2 /= np.max(posterior2) # so that peak always at 1 (not quite correct to do; see below)\n", + " plt.plot(x, posterior2, label='Jeffreys prior')\n", + " plt.legend()\n", + " plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "ad9040b7630c4b36ab6392914eddf494", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "interactive(children=(FloatSlider(value=0.6, description='p', max=1.0, step=0.01), IntSlider(value=0, descript…" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "interact(plot_posteriors, p=(0, 1, 0.01), N=(0, 100));" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Question:** What happens to the posteriors as you generate more and more data?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 3. Bayesian parameter estimation using PyMC3" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Well done! You've learnt the basics of Bayesian model building. The steps are\n", + "1. To completely specify the model in terms of _probability distributions_. This includes specifying \n", + " - what the form of the sampling distribution of the data is _and_ \n", + " - what form describes our _uncertainty_ in the unknown parameters (This formulation is adapted from [Fonnesbeck's workshop](https://github.com/fonnesbeck/intro_stat_modeling_2017/blob/master/notebooks/2.%20Basic%20Bayesian%20Inference.ipynb) as Chris said it so well there).\n", + "2. Calculate the _posterior distribution_.\n", + "\n", + "In the above, the form of the sampling distribution of the data was Binomial (described by the likelihood) and the uncertainty around the unknown parameter $p$ captured by the prior." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now it is time to do the same using the **probabilistic programming language** PyMC3. There's _loads of cool stuff_ about PyMC3 and this paradigm, two of which are\n", + "- _probabililty distributions_ are first class citizens, in that we can assign them to variables and use them intuitively to mirror how we think about priors, likelihoods & posteriors.\n", + "- PyMC3 calculates the posterior for us!\n", + "\n", + "Under the hood, PyMC3 will compute the posterior using a sampling based approach called Markov Chain Monte Carlo (MCMC) or Variational Inference. Check the [PyMC3 docs](https://docs.pymc.io/) for more on these. \n", + "\n", + "But now, it's time to bust out some MCMC and get sampling!" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Parameter estimation I: click-through rate" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "A common experiment in tech data science is to test a product change and see how it affects a metric that you're interested in. Say that I don't think enough people are clicking a button on my website & I hypothesize that it's because the button is a similar color to the background of the page. Then I can set up two pages and send some people to each: the first the original page, the second a page that is identical, except that it has a button that is of higher contrast and see if more people click through. This is commonly referred to as an A/B test and the metric of interest is click-through rate (CTR), what proportion of people click through. Before even looking at two rates, let's use PyMC3 to estimate one.\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "First generate click-through data, given a CTR $p_a=0.15$." + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [], + "source": [ + "# click-through rates\n", + "p_a = 0.15\n", + "N = 150\n", + "n_successes_a = np.sum(np.random.binomial(N, p_a))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now it's time to build your probability model. Noticing that our model of having a constant CTR resulting in click or not is a biased coin flip,\n", + "- the sampling distribution is binomial and we need to encode this in the likelihood;\n", + "- there is a single parameter $p$ that we need to describe the uncertainty around, using a prior and we'll use a uniform prior for this.\n", + "\n", + "These are the ingredients for the model so let's now build it:" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [], + "source": [ + "# Build model of p_a\n", + "with pm.Model() as Model:\n", + " # Prior on p\n", + " prob = pm.Uniform('p')\n", + " # Binomial Likelihood\n", + " y = pm.Binomial('y', n=N, p=prob, observed=n_successes_a)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Discussion:** \n", + "- What do you think of the API for PyMC3. Does it reflect how we think about model building?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "It's now time to sample from the posterior using PyMC3. You'll also plot the posterior:" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Auto-assigning NUTS sampler...\n", + "Initializing NUTS using jitter+adapt_diag...\n", + "Multiprocess sampling (4 chains in 4 jobs)\n", + "NUTS: [p]\n", + "Sampling 4 chains: 100%|██████████| 10000/10000 [00:01<00:00, 5931.68draws/s]\n", + "The acceptance probability does not match the target. It is 0.8922666867337682, but should be close to 0.8. Try to increase the number of tuning steps.\n", + "The acceptance probability does not match the target. It is 0.8878163923648399, but should be close to 0.8. Try to increase the number of tuning steps.\n" + ] + } + ], + "source": [ + "with Model:\n", + " samples = pm.sample(2000)" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "az.plot_posterior(samples, kind='hist');" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**For discussion:** Interpret the posterior ditribution. What would your tell the non-technical manager of your growth team about the CTR?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Hands-on: Parameter estimation II -- the mean of a population" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In this exercise, you'll calculate the posterior mean beak depth of Galapagos finches in a given species. First you'll load the data and subset wrt species:" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [], + "source": [ + "# Import and view head of data\n", + "df_12 = pd.read_csv('../../data/finch_beaks_2012.csv')\n", + "df_fortis = df_12.loc[df_12['species'] == 'fortis']\n", + "df_scandens = df_12.loc[df_12['species'] == 'scandens']" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "To specify the full probability model, you need\n", + "- a likelihood function for the data &\n", + "- priors for all unknowns.\n", + "\n", + "What is the likelihood here? Let's plot the measurements below and see that they look approximately Gaussian/normal so you'll use a normal likelihood $y_i\\sim \\mathcal{N}(\\mu, \\sigma^2)$. The unknowns here are the mean $\\mu$ and standard deviation $\\sigma$ and we'll use weakly informative priors on both\n", + "- a normal prior for $\\mu$ with mean $10$ and standard deviation $5$;\n", + "- a uniform prior for $\\sigma$ bounded between $0$ and $10$.\n", + "\n", + "We can discuss biological reasons for these priors also but you can also test that the posteriors are relatively robust to the choice of prior here due to the amount of data." + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "sns.distplot(df_fortis['blength']);" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [], + "source": [ + "with pm.Model() as model:\n", + " # Prior for mean & standard deviation\n", + " μ_1 = pm.Normal('μ_1', mu=10, sd=5)\n", + " σ_1 = pm.Lognormal('σ_1', 0, 10)\n", + " # Gaussian Likelihood\n", + " y_1 = pm.Normal('y_1', mu=μ_1, sd=σ_1, observed=df_fortis['blength'])" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Auto-assigning NUTS sampler...\n", + "Initializing NUTS using jitter+adapt_diag...\n", + "Multiprocess sampling (4 chains in 4 jobs)\n", + "NUTS: [σ_1, μ_1]\n", + "Sampling 4 chains: 100%|██████████| 10000/10000 [00:01<00:00, 5037.14draws/s]\n" + ] + } + ], + "source": [ + "# bust it out & sample\n", + "with model:\n", + " samples = pm.sample(2000)" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + " az.plot_posterior(samples);" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 4. Bayesian Hypothesis testing" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Bayesian Hypothesis testing I: A/B tests on click through rates" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Assume we have a website and want to redesign the layout (*A*) and test whether the new layout (*B*) results in a higher click through rate. When people come to our website we randomly show them layout *A* or *B* and see how many people click through for each. First let's generate the data we need:" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [], + "source": [ + "# click-through rates\n", + "p_a = 0.15\n", + "p_b = 0.20\n", + "N = 1000\n", + "n_successes_a = np.sum(np.random.uniform(size=N) <= p_a)\n", + "n_successes_b = np.sum(np.random.uniform(size=N) <= p_b)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Once again, we need to specify our models for $p_a$ and $p_b$. Each will be the same as the CTR example above\n", + "- Binomial likelihoods\n", + "- uniform priors on $p_a$ and $_p$.\n", + "\n", + "We also want to calculate the posterior of the difference $p_a-p_b$ and we do so using `pm.Deterministic()`, which specifies a deterministic random variable, i.e., one that is completely determined by the values it references, in the case $p_a$ & $p_b$.\n", + "\n", + "We'll now build the model:" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [], + "source": [ + "with pm.Model() as Model:\n", + " # Prior on p\n", + " prob_a = pm.Uniform('p_a')\n", + " prob_b = pm.Uniform('p_b')\n", + " # Binomial Likelihood\n", + " y_a = pm.Binomial('y_a', n=N, p=prob_a, observed=n_successes_a)\n", + " y_b = pm.Binomial('y_b', n=N, p=prob_b, observed=n_successes_b)\n", + " diff_clicks = pm.Deterministic('diff_clicks', prob_a-prob_b)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Sample from the posterior and plot them:" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Auto-assigning NUTS sampler...\n", + "Initializing NUTS using jitter+adapt_diag...\n", + "Multiprocess sampling (4 chains in 4 jobs)\n", + "NUTS: [p_b, p_a]\n", + "Sampling 4 chains: 100%|██████████| 10000/10000 [00:01<00:00, 5136.65draws/s]\n" + ] + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "with Model:\n", + " samples = pm.sample(2000)\n", + "az.plot_posterior(samples, kind='hist');" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Hands-on: Bayesian Hypothesis testing II -- beak lengths difference between species" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Task**: Determine whether the mean beak length of the Galapogas finches differs between species. For the mean of each species, use the same model as in previous hand-on section:\n", + "\n", + "- Gaussian likelihood;\n", + "- Normal prior for the means;\n", + "- Uniform prior for the variances.\n", + "\n", + "Also calculate the difference between the means and, for bonus points, the _effect size_, which is the difference between the means divided by the pooled standard deviations = $\\sqrt{(\\sigma_1^2+\\sigma_2^2)/2}$. Hugo will talk through the importance of the _effect size_.\n", + "\n", + "Don't forget to sample from the posteriors and plot them!" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [], + "source": [ + "with pm.Model() as model:\n", + " # Priors for means and variances\n", + " μ_1 = pm.Normal('μ_1', mu=10, sd=5)\n", + " σ_1 = pm.Uniform('σ_1', 0, 10)\n", + " μ_2 = pm.Normal('μ_2', mu=10, sd=5)\n", + " σ_2 = pm.Uniform('σ_2', 0, 10)\n", + " # Gaussian Likelihoods\n", + " y_1 = pm.Normal('y_1', mu=μ_1, sd=σ_1, observed=df_fortis['blength'])\n", + " y_2 = pm.Normal('y_2', mu=μ_2, sd=σ_2, observed=df_scandens['blength'])\n", + " # Calculate the effect size and its uncertainty.\n", + " diff_means = pm.Deterministic('diff_means', μ_1 - μ_2)\n", + " pooled_sd = pm.Deterministic('pooled_sd', \n", + " np.sqrt(np.power(σ_1, 2) + \n", + " np.power(σ_2, 2)) / 2)\n", + " effect_size = pm.Deterministic('effect_size', \n", + " diff_means / pooled_sd)" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Auto-assigning NUTS sampler...\n", + "Initializing NUTS using jitter+adapt_diag...\n", + "Multiprocess sampling (4 chains in 4 jobs)\n", + "NUTS: [σ_2, μ_2, σ_1, μ_1]\n", + "Sampling 4 chains: 100%|██████████| 10000/10000 [00:02<00:00, 3451.84draws/s]\n" + ] + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAB8sAAAFTCAYAAAC+gu0qAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4xLjEsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy8QZhcZAAAgAElEQVR4nOzdeZyVZd0/8M+ZGYYBFZFAxW0UF9wwbcfHldK0VFJbTDPNJbM009JcS839IZewTC1DEzUzl0dLLX9KLqHWYymlokmSCyIICrLMcM7M7w8fJpFZ2ObMDOf9fr16vZpz3eec733NyPe+ru99X1ehubm5OQAAAAAAAABQQaq6OgAAAAAAAAAAKDfFcgAAAAAAAAAqjmI5AAAAAAAAABVHsRwAAAAAAACAiqNYDgAAAAAAAEDFUSwHAAAAAAAAoOIolkMFe/bZZ7PDDjt0dRgAQAdmzJiRY445JnvvvXc+9alP5cILL0xTU1NXhwUAAAAAPZpiOVSgYrGYMWPG5PDDD8+cOXO6OhwAoAPnnXdeNt5449x555257bbb8tRTT+XWW2/t6rAAoMe55557cvDBB+eyyy7L7bffniS59dZbs8suu+Twww/PlClTstdee2XkyJH561//2sXRAgDL4u23384BBxyQT3/60/n973+fK664IrvssktOOeWUZfq8yy+/PPfdd98yxzNy5MjMmjVrmd8PdC7FcujhXn755Wy33XZt/tyap59+OhMnTszll1/e2eEBAO+xLLl7t912y5e+9KUkSe/evbPpppvm1Vdf7dQ4AWBldtxxx+Uzn/lMkuT222/P8ccfn5///Od57LHHMnDgwNxxxx0d5mcAoHt65pln8sYbb+S3v/1tdt9999xyyy0ZNWpUzj///GX6vMceeyzFYnGZ47njjjvSr1+/ZX4/0LlqujoAoPy22WabbLPNNnn55Ze7OhQAYAl88pOfbPn/Tz/9dO6666788pe/7MKIAKDnuOyyy3LnnXemf//+qa+vT5KcfPLJ2XTTTTN16tRMmDAhL7/8cmbOnJkxY8Zk9uzZOfjgg9vNtSeffHLq6ury3HPP5Y033siIESPSv3//PPDAA5k2bVrOOeecDB8+PI2NjRk1alT+/Oc/p1QqZcstt8zpp5+eVVddNQ888ECuvPLKNDY2ZsaMGfnMZz6Tb33rW3nsscdyySWXZP3118/zzz+fYrGYs846Kx/84Afzl7/8JRdccEHLdixHHXXUItcJAFBp7r///lxxxRVZsGBB6urqcsIJJ+S0007L1KlTM3LkyGy00UaZOnVqTjvttBx33HHZcccdc+655+a5557LggULMnz48Jx00kmpqanJk08+mXPOOSfz5s1Lr169ctJJJ2XSpEn5+9//nosuuijV1dXZbbfd2ozlRz/6Uf7whz+kV69eWWONNXL++ednzTXXzNChQzN+/Phce+21GTduXJKkubk5EydOzDnnnJPPfe5z+fWvf50bb7wxTU1N6d+/f84444xsvPHGZepFqGyK5bCSaW5u7uoQAIClsDS5+6GHHsqJJ56Y008/PVtssUUnRgUAK4f77rsvv//973P77benrq4u3/jGNxZpP/XUU/PMM8/koIMOyh577JF+/frl3nvvzZVXXtnhZz/99NMZO3Zs3nzzzeywww45/fTTc9NNN+Xaa6/N1VdfneHDh+eqq65KdXV1br311hQKhVx88cUZNWpUvv/97+eaa67JBRdckA033DBTp07Nrrvumi9/+ctJkqeeeirf//73s8UWW+Saa67JJZdckuuvvz6jR4/OV77ylXz605/Os88+m1/96leK5QBUrBdffDGXXHJJrrvuuqyxxhp5/vnn85WvfCXnnHNORo0alTvuuCNJMmLEiIwaNSrDhg3LKaeckq222ioXXHBBSqVSTj755PziF7/IoYcemm984xs555xzsssuu+Tvf/97TjnllNxxxx255557ctBBB7VbKJ8yZUquvfbajB8/PrW1tbnmmmvy1FNP5ROf+ETLMccff3yOP/74JMl///d/Z/Dgwdlvv/3y+OOP5/bbb8/YsWPTp0+fPPzwwznmmGNy9913d24HAkkUy2Gl0NDQkObm5hQKhTQ0NHR1OABAB5Yld//iF7/IVVddlYsvvjjbb799J0cIACuH8ePHZ7fddsuqq66aJNl///1X2Oosu+66a3r16pVBgwalb9++2XHHHZMkG2ywQd58880kybhx4zJ79uz86U9/SpIsWLAg73vf+1IoFPLTn/4048aNy1133ZUXXnghzc3NmTdvXpJknXXWabkxbsstt8xtt92WJNlzzz1z9tln5/7778/222+fE044YYWcCwD0RI888khef/31HHrooS2vFQqFTJ48uc33jBs3LhMmTMgtt9ySJJk/f36S5LnnnktVVVV22WWXJMnWW2+dO++8c4ljWWuttbL55ptn3333zU477ZSddtopw4cPb/XY6667LuPHj8/111+f6urqjBs3LpMnT84BBxzQcsysWbPy5ptvpn///kscA7BsFMthJVAqlfLQQw9lp512yv3339/V4QAAHVja3D127NiMHTs2N998c9Zff/0yRAgAK493r+JSXV29wj63trZ2kZ9rahafZmtqasqpp56anXfeOUkyZ86cNDQ0ZO7cudl3333ziU98Ih/60Iey//7757777muJta6uruUzCoVCy+sHHHBAdt111zzyyCN56KGHcvnll+eee+5J7969V9h5AUBP0dTUlOHDh+fSSy9teW3KlCl58cUX233PZZdd1rLE+axZs1IoFPLKK6+kUCgscuxzzz2XIUOGLFEsVVVVuf766zNhwoSMHz8+5513XnbcccecdNJJixx3991359prr81NN92Uvn37tsQ0cuTInHjiiS0/v/7661l99dWX6LuB5VPV1QEAy6+2tjZjxozJpz71qTz99NNdHQ4A0IGlyd0L9zptaGjIMccck5EjR2bkyJG54ooryhQtAPRcO+20U+65557MmjUrTU1NLcuxlssOO+yQsWPHprGxMU1NTTnjjDNy8cUXZ/LkyXn77bfzrW99KyNGjMhjjz3Wckx7DjjggDzzzDPZb7/98oMf/CCzZs3KtGnTynQ2ANC9DB8+PI888kheeOGFJMkf//jH7LPPPi1Pi7dmhx12yJgxY9Lc3JzGxsYcffTRuf766zNkyJAUCoU88sgjSZJ//OMfOeSQQ9LU1JTq6uoUi8V2Y3n22Wez1157ZeONN85RRx2VQw89NBMmTFjkmMcffzznnnturrzyygwaNGiRmH7729/m9ddfT5LceOONOeSQQ5apT4Cl58lyWAnU1NTkmmuuWer3rbfeevnrX//aCREBAO1ZmtxdW1srXwPAMtp5550zceLE7L///unXr18233zzzJw5s2zf//Wvfz0XXnhh9t1335RKpWyxxRY5+eST07dv3+yyyy7Zc889U1tbm8022yybbLJJJk+evNgT6+/2ne98J+edd14uvfTSFAqFHHPMMVlvvfXKdj4A0J1ssskmOfvss3PCCSekubk5NTU1ueKKK1Iqldp8z2mnnZZzzz03e++9dxYsWJDtt98+RxxxRHr16pXRo0fnvPPOy0UXXdTyc21tbUaMGJGLL744CxYsyL777tvq526++ebZc889s//++6dv376pq6vL6aefvsgxZ5xxRgqFQk466aSWGEeMGJHjjjsuRx55ZA477LAUCoWsuuqqufzyyxd70h3oHIXmd69FBfQ4L7/8cvbee+9FJtEfffTRnH/++a0e/9GPfjSnnnpqucIDAN5D7gYAAACA7kGxHAAAAADeZdKkSTn++ONbbdtoo40W2RsVAKgMP/vZz3LnnXe22nb44Ydnn332KXNEwIqgWA4AAAAAAABAxanq6gAAAAAAAAAAoNwUywEAAAAAAACoODVLeuC0abPbbV9jjb6ZOXPucgdUKfTX0tFfS0d/LT19tnT019JZnv4aNGi15frujvJ3V/O31Dn0a+fQr51Dv3YO/dp5Ourb5c3dC3X3HL68Kv1vtJLPv5LPPans86/kc08q+/x7yrmvqBy+JIrFUo/ok0rTU/5WK5HfTffk99I9+b20rr08v8KeLK+pqV5RH1UR9NfS0V9LR38tPX22dPTX0tFfbdM3nUO/dg792jn0a+fQr51H364Yld6PlXz+lXzuSWWffyWfe1LZ51/J594WfdI9+b10X3433ZPfS/fk97L0LMMOAAAAAAAAQMVRLAcAAAAAAACg4iiWAwAAAAAAAFBxFMsBAAAAAAAAqDiK5QAAAAAAAABUHMVyAAAAAAAAACqOYjkAAAAAAAAAFUexHAAAAAAAAICKo1gOAAAAAAAAQMVRLAcAAAAAAACg4iiWAwAAAAAAAFBxFMsBAAAAAAAAqDg1XR0AUH7FpuY0NJZabetdW52aqkKZIwKAnqm9nJrIqwDQ08jtAMC7uTaAlZ9iOVSghsZSJkya3mrbsCEDU1PnnwYAWBLt5dREXgWAnkZuBwDezbUBrPz8FwwAAAAAAABLq1DInPnFNps9eQ7dn2I5AAAAAAAALKXGYikTJ89os92T59D9VXV1AAAAAAAAAABQborlAAAAAAAAAFQcaz9AN1Vsak5DY6nNdnudAAAAAAAAwLJTLIduqqGxlAmTprfZbq8TAAAAAAAAWHaWYQcAAAAAAACg4iiWAwAAAAAAAFBxFMsBAAAAAAAAqDg2PAYAAAAAAKCiFJua09BYaveY9luBlYFiOQAAAAAAABWlobGUCZOmt3vM0PoBZYoG6CqK5QAAAAAAAKxUOnpy3FPjQKJYDgAAAAAAwEqmoyfHPTUOJElVVwcAAAAAAAAAAOWmWA4AAAAAAABAxVEsBwAAAAAAAKDiKJYDAAAAAAAAUHEUywEAAAAAAACoODVdHQDQzRQKmTO/2GZz79rq1FQVyhgQAAAAAAAArHiK5cAiGoulTJw8o832YUMGpqbOPx0AAAAAAAD0bCpesBJ6e+6Cdp8OL5UxFgAAAAAAAOiOFMthJTSvYUEmTJreZvvQ+gFljAYAAAAAAAC6n6quDgAAAAAAAAAAyk2xHAAAAAAAAICKYxl2AADoLIVC5swvttrUu7Y6NVWFpf7IYlNzGhpLbbYv6+cCAAAAQKVRLAcAgE7SWCxl4uQZrbYNGzIwNXVLfzne0FjKhEnT22xf1s8FAAAAgEpjFg0AALpCJzx1DgAAAAAsOcVyAADoAp3x1DkAAAAAsOTMwAEAAAAAAECZFZua09BYavcYq89B51IsBwCg4rU3OO2SQWk7S7S3P4QGAAAAeoqGxlImTJre7jFWn4PO5b8uAAAqXnuD064YlLa3RPvQ+gFljQUAAAAAVlZVXR0AAAAAAAAAAJSbJ8uBFarbLWMLAAAAAAAArVAsB1ao7raMLQAAAAAAALRG1QoAAACAitDeamhJ0nYLAACwMlIshy7SEwfozc3N+e8Lz85mm26aAw88OElSKpVy+eWX5rHH/pRSqZT9Pntg6rfaqdX3f26/T2bNNddq+fnAAw/O7rvvWZbYAaC93Nvd8m5zc3Nu/MXFGbzuhtll9/2SJPPmzsnN112Wt96YkvmNxXxo+MczYo/Ptvs5p556YgYOHJgTTvhuOcIGgG6vvdXQkmRo/YAyRtO2e+/9XW644ZcpFAqpq6vLt771nWy++ZaLHXfLLTflN7+5Ob1716W+fsN8+9vfTb9+q3dBxABAR0aPviQPPHBfS67eYIP6fPfUHyx23MP335nxf7w7KSQDBw3O907/flYZvGa5w4WKoVgOXWS5B+iFQubML7baVFO7PJG1buqUl3LrDVfk5cnPZbNNN215/Y47bs1LL03Oddf9KnPnzs1Xj/pK9uu7VjbYaOgi73/9tZez2mr9MmbMDSs+OABYAu3l3u4yMZ68k3Ov+/H38swz/8jgdTdsef3e/7k+/dcYmPPOH5Wnnns1o878eoZsulU23HiLVj9n7Nhr89RTf82IEbuVKXIAYEX4979fzE9+cll+/vOxGThwYMaPfzinnnpibr31t4sc98QTf8nYsdflyit/kTXXXCv33PPbXHTRuTnnnIu6KHIAWLFabnqfObfVufDetdWpqSp0QWTL5u9/fypnnXVehg17f8tr7z2vlyf/M3/8w2054YzR6dN3ldz565/n2jFX5dRTTi93uFAxFMuhG/rnxKdy9SVjU7fKgEx77eXU9q7Lrnt8Ng/ff2emvfZKhn1g+ww96bu59X/uzn2//VVKpWJqa3tnr88elg033iLrva86v/jxOXl79szMeuvNrPG+QTn4qydntX79c+4ph2WPPffKo48+mpkzpuVDw0dkj5EH57mn/5a7bvl5etfWpKHxPwn60/sfmqFbfTCPPHBXPrrD7hlSv94isT744APZZ5/9UlNTk379+mWXXT6RJx4bt1ix/MUXnklVdVW+/vUjMmfO29lll4/ny18+LNXV1WXpUwBozT8nPpW7b7s266+3XiZNmtRqzh12yil5+OEHc8MNYzJv3vzU1dXlG9/4VrbeepvMnPlGp+Tc3fbYJ7V911gk1pFf+GqampqSJLPfmpHiggWp67NKq+f1xBN/yWOPjc/Ikftn9uxZndeBANADLcz//QesudiYe+b0Kdlim49l5BeOzD+efGyxMfewjXfKy1Om5rJLLsybM2dkxsw3staaa+e0M85N/zUG5MsHfSZ77Ll3/vrEnzN16mvZY49P58gjj86f//xYfvzjy1JTU5VisakllqOPPjYf/ejwReLr1as23/3uGRk4cGCSZPPNt8yMGW9kwYIF6dWrV8txzz77TD70oY+0rOC2884jcuGF5yx2HAD0VAtveu+3Wp/Mmj1vsfZhQwampu6dMtcTT/wlV17546y11tr5978np0+funz28wfn+hvGtozv35vfV19tlXx87y9nw423yOxZM3PLL3+82Pg+GZBzTzksHxr+8fzz2ScXG9//+IJrFxnbJ/8Z379bY2Njnn9+Ym644bq88srLWX/9DXLssd/Oav0HLnLcevWb5OQfXJXqmposWNCYt958I2tvstGK7VhgEYrl0E09P/HZHHfqxVl3g41z9WXfz/13/zpHf+f8NMybm7NPOiQT9tg9d992XY7+zvlZZdV+ee3Vybny4tNz8rlXZ9z9f0r9xptnxB6fTXNzc34++sz876P3/2cZ13nz8o2TLspbM6fn/NO/mg//127ZbMttc8L3Rmdo/YBMnDxjsXj2O/DoJMm9Lz2TxmJTyx1vr02dmn79B7b8PGDQmvnb359e7P1NTaVst92Hc+wxx6VYLOakk47LKqusks9//sDO6kIAWCIvvfh8jv/2ySn2GtRqzn3qU5/MVVf9ODfcMDbFYk0mTXohxx//9dx00+0Z98B9nZJzh9YPyB8ffGiR1wuFQqqrq/PDC8/Mww8+kK23G5411153sfe/MX1aLrvsh/nhD0fnjjt+0zmdBgA93EsvPp/9Dvz6YmPu9Qb2ziFf3Cdbb/uxVsfcO2//gdx4y+1ZY+0h2f/Qk1ry/y9/dUt22X2/NBab8vacOfnJT36WadNezxe+sG8+/el98uEPfzRjxtyQQYNWy7Rps9uNbfDgdTJ48DpJ3tmaZfToS7LDDjstVgDfaqutc8stN+W116Zk7bUH53e/+58sWLAgb731VkuhHQAqybPPPp1vf/u72WyzzfPtb38zN914XQ4/9uyW8f1783td85s55cRjc/K5V+dvf36w1fH9h4YNSZI0NsxvdXy/954jWh3bv9f06dPygQ98KEceeXQ22mjj3HjjL3PKKSdk9E+uXezY6pqa/P2v43PzdaNT06sm3/zGMSu8r4D/UCyHbmqttQdn3Q02TpK8b9Da6dNnldTU9ErNaqund13f/GvS85n11sxcefFpLe8pVBXyxuuvZt/PHpA7fnd//viH2zL99Vfz2iv/XuRJ748N3zFJsvoaA7Pqaqtn3py389zr7T/ltlCpuTmvzZjTsozt/IYFeeHVt1Kse+fnplJTqgpVi53Px3bcI8OGDEyf/7vT7wtfOCi33PIrxXIAutyAgWtl402GZuLkGa3m3EmTns8bb0zPoYce2vIkWKFQlZdffin77veF3HHvuE7JuW359nfPzG6fOTLX/vS8/OGum/LJfQ5qaSsVizn/vLPyzW+eYJIcANoxYOBarY65V1+9f3rX9c2rL/+r1TH3lFdezo4fH5lJz/+9zfw/fPudkiSDBq2ZNdZYI7Nmzcorr7y8xE+WLzRv3ryce+6Zef31qfnhD0cv1v7+92+Xww47Mqee+p0UClX59Kf3Sb9+q6dXL9N9AFSmwYPXyWabbZ4kWXfddbNRXd9Fxvfvze+9a2ta5tQ7yu9bbfvRJIuP75f0yfJ11lk3o0b9qOXnL37x4IwZ8/NMfW1KksX3Vd16u+HZervhefShe3Lqyd/KzTffnqqqxefdgeXn6hm6qffeMV71nuXKC4VCNt3i/Tn4q99tee3NGdPSr/+A/OzK0Xniib/lI/+1WzYZuk1KpVKam5tbjqvt3TtN7/qc5ubmDp9ya8saAwZl1ltvtPw8Y8b0rL7G4pPz/zv+/qyS7TJsy3f2VW1ubk51tX+CAOh61TUd5NwU8sEPfiRXXHF5y5NgU6e+loEDB+Xyn4zOE399siw5d+I//jdrr7thUj8gvev6ZLuP7JynnnhkkWNemvx8pkx5JaNHX5IkmTHjjTQ1ldLY2JiTTz5jib8LAFZ2Heb/NsbcG2w4JJdedmle+tdzbeb/3rW9F/mcpLndJ8t/9rOf5uGHH0yS7LDDTjniiK/ltddey3e/e3w23HDDjB790/TuXbfYOcydOyfbbvvB7LXXZ5Ik06a9np/97Kfp12/1ZesUAOjh3junXvOe+ef35veh9QPy2F8npl//AbnrN79oN7/36rVofl84vm/ryfJ77rg+Tz/5WOp612SnHXfOLrt8PP/853PZY49PtxzT3Nyc6ppFY5z++quZ/dbMbLTpVkmSj/zXbrl17E8ye/asrL56/2XsGaA9bkOBHmrrYdvluaefyOtTXkqSPDPhz/nh2cdkQWNj/vfPj2bHT4zMB4ePyKqrrZ7nnv5rmpubOvjEZbPVth/L44/8IaVSKfPmvp0Hx92Xrbf92GLHTXl1cq4bc3VKpVIaGubnN7+5OR//+G6dEhMArEjD3r9dHn/80bzwwgtJkvHjH84hh3wxDQ0N+d+/PFa2nPvkXx7OH+68Mc3NzSkuWJAn//JQNh36/kWO2XDjLTL2xv/JmDE3ZMyYGzJy5H4ZMWI3hXIAWEpDNtu61TF3Y2NDnvvHEys0/x9xxNdacvcRR3wtc+fOybHHHpWdd941Z511fquF8uSd5VyPPfaozJnzdpLk2muvySc+sfv/FegBgPd6b37/y+N/aplTX9H5fY+RX8oJ3xudK678ZY444mupqirk0ktH5dVXX0mS3HbbLdlkk00yaNCai7xv1lszcv3VF2XO7LeSJE88Ni71Gw5RKIdO5LFO6KGqqgr57JeOzfVXX5TmNKeqqjpf+cYZ6V3XJwd9+Yhc8eNLc+8d16equjobbbJlpr8+pVPiGL7zp/LGtCm5+OxjUyotyN777J+Nhw5L8s7dc8k7Fwa77/XFjLtrTA455IAUi8Xsuusnsvfen+mUmABgRaoqVOWkk07LCSeckAULSqmurs6FF16cvn375qAvHZYrrvhRWXLu3p87PL+5/sc55qgvpWFBKcO2G54dPr5PkkVzLgCw/AqF1sfcffr0zW57fTF33fLzTsv/v/nNzZk6dUoefHBcHnxwXMvrl132k0yZ8mouuOCcjBlzQzbYYMN86UuH5KtfPTRNTU3ZZpttc8IJJ62wOABgZfPe/N63rnfLnHpn5/chQzbJ8cefmO9+9/g0NTVl0KA18/3vn5ckeenF5/Pr636UE743OkM23Tof/9QX8pMfnpLqqur06z8gZ5510QqLA1hcofnd60i0471LRL1Xa8tI0Tb9tXRWxv6aM7/Ysu93azpamrW99mGbrpkJz7++TO9dnu/tMK4hA7NKXfe8R2dl/BvrTPpr6SxPfw0atNpyfXd3/z35W+oc+rV17eXeJclfrfXr8uTzzmh7d7w9hb/XzqFfO09Hfbu8uXuhlf33V+l/o5V8/l197p05Fl+ovVzc1efflSr53JPKPv+ecu4rKocvqZ7QJ5Wmp/ytVpKFebvfan0ya/a8xdo7Gv8ub95fkmOWd4zeUYxL8hldxX8z3ZPfS+vay/OWYQcAAAAAAACg4nS/W1EAAAAAoIIVm5rT0Fhqs713bXVqquxNDkCFKxQyZ36xzea2MynAfyiWAwAAAECZdFQIT96Z3H+6nSVZhw0ZmJpuuBwrAJRTY7HU4RLpAB1xVQ0AAAAAZdLQWOpwb1KT+wAAUB6K5QAA0J6Fy7rNnLvY8m6WdAMAAACAnkuxHAAA2rFwWbd+q/XJrNnzFmnz1BcAAAAA9FxVXR0AAAAAAAAAAJSbJ8sBAAAAAABgRVu4tVsbbO8GXU+xHAAAAAAAAFawhVu7tcX2btD1LMMOAAAAAAAAQMXxZDkAAAAArCjtLbc6c67lVgEAoBtRLAcAAACAFaS95Vb7rdYngwf0KXNEAABAWyzDDgAAAAAAAEDFUSwHAAAAAAAAoOIolgMAAAAAAABQcRTLAQAAAAAAAKg4iuUAAAAAAAAAVBzFcgAAAAAAAAAqTk1XBwCwULGpOQ2NpTbbe9dWp6aqUMaIAAAAAADoDB3NB7fdArDiKJYD3UZDYykTJk1vs33YkIGpqfPPFgAAAABAT9fRfPDQ+gFljAaoVJZhBwAAAAAAAKDiKJYDAAAAAAAAUHGsZwwAAAAAAADdUaGQOfOLbTb3rq1OTVWhjAHBykWxHAAAAAB6EpPmAFAxGoulTJw8o832YUMGpqZOuQ+Wlf96AAAAAKAHMWkOAAArhqtmoHw6uPO9VMZQAAAAAAAAqGyK5UDZdHTn+9D6AWWMBgAAAAAAgEqmWA4AACuTdlZysX8pAAAAAPyHYjkAAKxE2lvJxf6lAAAAAPAfZsoAAAAA6PGKTc1paCy1e0z7rbOlK4QAACAASURBVAAAQKVRLAcAAACgx2toLGXCpOntHjO0fkCZogEAAHqCqq4OAAAAAAAAAADKTbEcAAAAAAAAgIpjGXYAAAAAur2O9iS3HzkAUJEKhcyZX2yzuaZXdYoL2r5S6l1bnZqqQmdEBj2CYjkAAAAA3V5He5LbjxwAqESNxVImTp7RZvvQ+gHttg8bMjA1dcqFVC5//bAcOrqr3R1ZAAAAQNl18IRZYs4CAAASxXJYLh3d1e6OLACgW2ln4tyEOQCsPDp6wiwxZwEAAIliOQAAVIz2Js5NmAMAAABQaaq6OgAAAAAAAAAAKDePjkBnamep07Z3OgcAAAAAAAA6m2I5dKL2ljodWj+gzNEAwMqt2NSchsa2b0dzoxoAAAAA8G6K5QAA9BjtFcRLSZ6eNL3N97pRDQAAAAB4N8VyAAB6jIbGUia0URBXDAcAAAAAlkZVVwcAAAAAAAAAAOWmWA4AAAAAAABAxbEMOwAAAABdrtjUnIbGUpvtbbcAAN1NR3k9kduB7kGxHAAAAIAu19BYyoRJ09tsH1o/oIzRAADLo6O8nsjtQPdgGXYAAAAAAAAAKo5iOQAAAAAAAAAVR7EcAAAAAAAAgIqjWA4AAAAAAABAxVEsBwAAAAAAAKDiKJYDAAAAAAAAUHFqujoA6M6KTc1paCy12d52CwAAAAAAANCdKZZDOxoaS5kwaXqb7UPrB5QxGgAAAIDy6OgBgiTpXVudmqpCmSICAIAVT7EcAAAAAFhERw8QJMmwIQNTU2d6EQCAnsue5QAAAAAAAABUHLd+AgAAAAAAQCUqFDJnfrHNZtuusLJTLAcAAAAAAIAK1FgsZeLkGW2223aFlZ1l2AEAAAAAAACoOG4FAXqOdpaDsRQMwMqj2NSchsZSq22tvwoAAAAAsPQUy4Eeo73lYCwFA7DyaGgsZcKk6a22Da0fUOZoAAAAAICVlcoSAABgBRcAAAAAKo5iOQAAYAUXAAAAllh7W6gltlEDeg4zXgAAAAAAACyx9rZQS2yjBvQciuUAAAAAUGna2YIl8UQgAACVQbEcAAAAACpMe1uwJJ4IBACgMlR1dQAAAAAAAAAAUG6K5QAAAAAAAABUHMVyAAAAAAAAACqOYjkAAAAAAAAAFUexHAAAAAAAAICKo1gOAAAAAAAAQMWp6eoAAFaIQiFz5hfbbO5dW52aqkIZAwKAlYg8C8ByKjY1p6GxlMyc22ZOKZU5JgAAAMVyYKXQWCxl4uQZbbYPGzIwNXX+yQOAZSHPArC8GhpLmTBpevqt1iezZs9r9Zih9QPKHBUAAFDpLMMOAAAAAAAAQMVRLAcAAAAAAACg4iiWAwAAAAAAAFBxbCxIxSs2NaehsdRqW+uvAgAAAAAAAD2dYjkVr6GxlAmTprfaNrR+QJmjAQAAAAAAAMrBMuwAAAAAAAAAVBxPlgMAAAAAS69QyJz5xTabe9dWp6aqUMaAAABg6SiWAwAAAABLrbFYysTJM9psHzZkYGrqTD8CANB9WYYdAAAAAAAAgIqjWA4AAAAAAABAxVEsBwAAAAAAAKDiKJYDAAAAAAAAUHEUywEAAAAAAACoODVdHQAAAJWn2NSchsZSq22tvwoAAAAAsGIplgMAUHYNjaVMmDS91bah9QPKHA0AAAAAUIksww4AAAAAAABAxfFkOVAZCoXMmV9ss7nP3AVlDAYAAAAAAICuplgOVITGYikTJ89os/1jq/YuYzQAAAAAAAB0NcuwAwAAAAAAAFBxFMsBAAAAAAAAqDiWYQcAAJZPoZA584utNvWurU5NVaHMAQFQbsWm5jQ0ltpsb7sFAACg6yiWAwAAy6WxWMrEyTNabRs2ZGBq6gw7AFZ2DY2lTJg0vc32ofUDyhgNAADAkrEMOwAAAAAAAAAVxyMerPQsBQcA5Sf/AgAAQM9lXA9UCsVyVnqWggOA8pN/AQAAoOcyrgcqhWXYAQAAAAAAAKg4niwHAAAAAAAAFlcoZM784uKvz5zb8nrv2urUVBXKHBisGIrlAAAAAAAAwGIai6VMnDxjsdf7rdYns2bPS5IMGzIwNXVKjvRMlmEHAAAAAAAAoOIolgMAAAAAAABQcRTLAQAAAAAAAKg4iuUAAAAAAAAAVJyarg4AAAAAgO6r2NSchsZSu8e03woAANA9KZYDAAAA0KaGxlImTJre7jFD6weUKRoAAIAVxzLsAAAAAAAAAFQcT5YDJCmWmtIwv9hqW+/a6tRUFcocEQCsJAqFzGknxwIAALBiLckWKuY8Ad6hWA6Q9pcVHDZkYGrq/HMJAMuisVjKxMkzWm0bNmRgmaMBAABY+S3JFirmPFmh2rlRPnFzBt2bfwkBAAAAAACAZdLejfKJmzPo3uxZDgAAAAAAAEDFUSwHAAAAAAAAoOIolgMAAAAAAABQcWwQAAAAAAAAUEkKhcyZX2yzuVTGUAC6kmI5AAAAAABABWksljJx8ow224fWDyhjNABdxzLsAAAAAAAAAFQcxXIAAAAAAAAAKo5iOQAAAAAAAAAVx57lAAAAAMCKVyhkzvziO/9/5tz//P//07u2OjVVhS4IDAAA3qFYDgAAAACscI3FUiZOnpEk6bdan8yaPW+R9mFDBqamzvQkAABdx9UoAADLpNjUnIbGUqttrb8KAAAAANB9KJYDALBMGhpLmTBpeqttQ+sHlDkaAAAAAIClU9XVAQAAAAAAAABAuSmWAwAAAAAAAFBxLMMO0JFCIXPmF9ts7l1bnZqqQhkDAgAAWHGKTc1paCy12d52CwAAQM+mWA7QgcZiKRMnz2izfdiQgamp888pAADQMzU0ljJh0vQ224fWDyhjNAAAAOWjukOP5w54AAAAAAAAYGkpltPjuQMeAAAAoAfqYNuzxNZnAAB0LsVyAAAAAKDsOtr2LLH1GQAAnauqqwMAAAAAAAAAgHJTLAcAAAAAAACg4iiWAwAAAAAAAFBxFMsBAAAAAAAAqDiK5QAAAAAAAABUnJquDgCWxNtzF2TO/GKrbaUyxwIAAAAAAF2l2NSchsa2Z8bNmQMsOcVyeoR5DQsyYdL0VtuG1g8oczTlcecdv85tv7k5vXrVZs3B62e/A49O31VWW+SYMVecm36rD8h+Bx6dJBn/x7sz7t7fZMCA/vnsod/J+waunST52Y++n70/d0TWGrx+q9910y8uydrr1meX3fdb5PXvfHWvnPXDsWlomJ/zTzsyg9etT+/amjQ0FtOc5uw4Yp98ZIfd88+JT+VnPzoza661bnrX1mTe/Masstrq+fien89mW27bCb0DAJ3j4fvvzCMP3LVI/k0WvdZoK//2WWXVHHzUyYvk328e9+0k/Vr9rktGnZO+q6/dav69/ubfZcb0qS35d6HmNOdznz8wG2y+/SL5N0mampqyymqr59BDD0+f9228gnoEACrL8ozFF14L5P/mKZZnLN7etcCOI/bJ0PoD2rwW+Pien8/Q+hErrE8A6H4aGkttzpcnK++c+ZJaOLZfdZW+Wf19g9vM5/XrrZNd9/5KkrbH9mee/u2M2OvLbebz9sb2Z/1wbKa+1pATj/pcq/n8IzvsnglPPpHvnXZCq/nc3DqUh2I5dEP/fPap/Obm63P0if+d/msMzP+Ovz+//uXoHPK1U1uO+c3N1+dfz/8j7//Qji2v3X/PLTnp7Csy67Wn86cHfpu9P3d4nvzLw1lr8AZtJvMl1au2Nid8b3SG1g/IxMkz8tbM6Rl11jey3oabJkneN2jtRdpffWlSrr7sezn062ekfsjQ5fpuACiHfz77VB6455Yce8oPF8m/250/quWYB+65pc38+/e/jl8s/66/wYaZOHnGMse0MP8u9NbM6bn4B8fmqBMGJ/lP/l3o1Zcm5YcXnZmDjzqtZ+TfQiHTZs5tdQWh3rXVqakqdEFQAFSq5R2LL7wW2P6DW67wsfhCC8fiOwz/UJLWrwWuvux72WyjtZI+g5fruwGgJ3r32P6j226WG266ZbF8vnBsX7/eOi2vtTW2X3+DDTstn6+34aYZuGqhzXxubh3Kw57l0A29/O9/5v3bfTj91xiYJNn6A9vn6aceT7G4IEnyz4lP5Ym/PJrhO++5yPuqq6uzoLEhc95+O9U1NWlsmJ9xv781u+39xRUe4+prDMzANdfJtKmvtNq+zvpDssOIffLQfbev8O8GgM7w8r//mU232Hax/LtgwTv5d+LTf8uz/3iizfw7f97csuTfddZZr938u/fIz/WY/NtYLOXpf83IhEnTF/tfe0sKAkBnWN6x+MJrgfnzO38s/uor/261feFY/I5bb1rh3w0APUFbY/t35/OlGdt/8UuHrfAYza1D9+LJcuiGNthos9w85rf52IjXM+B9a+bPj/whpWIxc9+eneY0545fXZULLvpRrr/hxkXe96l9D8kVo07JOoPXyl4HHJP/97ubs8Oue6Wurm+H3/ngfbfniUcfaFlmvSMvvvBMpr8+JfUbDc30aVNaPWbwehvlicfGLdE5A0BX22CjzfLw/7szM95YNP/OnvVW3npzZn517Y9z2DFnZvyDdy/yvoX5d7XV18gXDzthmfLvknrxhWcy5dWX282/Gw3ZJL+/9+5W2wCAti3vWHzhtcDNN47p1GuB6a9PyWZDt8rjf3um1WMGr7dR/vDEQ0v8mQCwMnn32D71A1rN50d+8+wlHtv37btKkoZ2v3NZ83n9RkOTzGn1GHPrUD6K5dANDdl063zxS4fl2p+cm0JVIR/+r93Sd5XVUqgq5PorL8o+nz8yA943cLH3bfPB/8o2H/yvDNt0zTzwyJOZ/K9n88mRX8odv7oq06a+kk232DY777Zvq9+50yc+k112369lGfXknX1VFlrQ2JiLzz42vWtrMnd+Q1ZZtV8OPPw76T9gUJuT9YVC0qu29wroEQDofEM23Tq77f3FVvJvVcZe/d/5/MFfT7/+i+/7tjD/Jsn016cskn/nzpqWdTbcssP8+26t5d8kKTWVssqq/fLtk8/Mau3m34L8C8Aiik3N7a7YYS2PdyzvWDx551pg4rP/yJe+9v2lGou/W0fXAgce/p0MWnOtJK0XywuFpHedawEAKtO7x/Y31/XKsA/vulg+X5qx/dVXXJrn/vlCp+Tz/gMGpfHN1ovl5tahfBTLoRuaP39uth62Xeq3eCc5vzVzeu694/q8Me21vDH9tdx588/y+9vHZPr0aWlqakqxuCCf//I3F/mMO3/9s+z92cPz/DN/S8P8eTn82DNz1aVnZKv3fzRD6xe/GOjIe/csXxIvvfh8Bq9bv9TfBQBdYf78udl4s63z0R12T/Kf/Dt1yit5Y/prufn6K9JUasrsWTNb8u8ZZ5y5yGe8N/9+/wej8u3jv5Gt3v/RDFxznVa+tX3v3dcsSYe5+PnnnpF/AVhEQ2MpEyZNb7N9WcaIK6MVNRY/8qvH5B+tjMVX1LVAR1568flsuOHGS/1d3VahkDnz214Br3dtdWqqCmUMCIDu7N1j+6H1A/L4355bLJ8nyexZM1MoJNNmzm53bn3evLldls+N7aE8FMuhG5r15oxccvYZOf6MH6euT9/c97ubs+2Hd8qGG2+RMy4ck+SdyYwfjR6dOW/Pyn4HHr3I+x8d/1D69X9f1t1g4/zjycdSVVWdQqGQQgpZ0NhYlnP4978mZvwff5cjjzu7LN8HAMtr1pszcuXFp+XEs65YJP9uvuWwnHHhmPRbrU9mzZ6Xe/9nbKv59+mnHu8W+fd3d92Ww445syzfBwArk+Udiy+8Fth4k6F58ulJXToWP/eCy1Keb+x8jcVSuzcKDhsyMDV1pjgBeMe7x/bJgFbzeZLc+z9jU1tozK57f2WR9y82tq82t75CuPmNbsyVJHRDa669Xj77+YPzo/NPSHNzczbaZMvs+8WvLdF7iwsW5IbrrslBR52eJBm65Qfyp3G/zfmnHZlNN39/Bq+3YafE/Ma011qWaW9c0JS6Pn1z4BEnZp31h3TK9wHAirbm2utl1z0+u8z59w933ZQjjzsryX/y71cP/VzqNxnW6fk3SQqFqtT16ZvvnHxm6taQfwFgaS3vWLy1a4FyjcWT/1wLHHjEidlo402XeFU4AFiZvHts36umKuvWD12ufP7ko7/vsny+Ms2tu/mN7sxfHnRTe438bDbddkS7x3xyn4MWe62mV6/86IpfZMLzr7f83NEdaAd85fhWXx911V1JklVWWz3njb6lzfdvMnSbXPDjW5N0vDTsSsldcQArjR1G7J0dRuzd7jFt5d/jTr14kZ+PPO7sdvPi8d85vdW2UVfdldVX758BA5uWOP++W0XmYgBYQZZnLN7atUB72huLL8+1AABUuoVj+/bGx5/c56DF2lvL52edd0m7Y+z2xvZJstbaA9rN58Pe/wH5HLqYYjnAcnJXHAAAAAAAQM+jegMAAPQ4xabmNDSWWm2zqgsAAAAAS0KxHAAA6HEaGkuZMGl6q21WdQEAAABgSVR1dQAAAAAAAAAAUG4etwAAoE3tLXXd+qsAAAAAAD2DYjkAAG1qb6nrofUDyhwNFaVQyJz5xTab3awBAAAAwPJSLAcAALqdxmIpEyfPaLPdzRoAAAAALC97lgMAAAAAAABQcTxZDgAAAAAAAHSNDrZi611bnZqqQhkDopIolgMAAAAAAABdoqOt2IYNGZiaOiVNOoe/LAAAAAAAgG6i2NSchsZSm+1ttwCwtBTLAQAAAAAAuomGxlImTJreZvvQ+gFljAa6gQ6WaU8s1c6yUywHAAAAAAAAuqWOlmlPLNXOsqvq6gAAAAAAAAAAoNzcYkFZdLTHiuUxAKBr2AcNAAAAAKhUiuWURUd7rFgeAwC6hn3QAAAAAIBKpTpJ91AoZM78YpvNNbVljAUAAAAAAABY6SmW0y00FkuZOHlGm+3DNl2zjNEAAAAAAAAAKzvFcgAAAACgZ+pgtcLetdWpqSqUMSAAAHoSxXIAAAAAoEfqcLXCIQNTU2cKFACA1rlSBAAAAOihik3NaWgstXtM+60AAACVS7EcAAAAoIdqaCxlwqTp7R4ztH5AmaIBAJZERze7udENoHwUywE6Wzv7p9k7DQAAADpRB3uaJ8bmQPl1dLObG90AykexHKCTtbd/mr3TAAAAoPN0tKd5YmwOAFDJXAUCAAAAdFOWaQUAAOg8iuUA/7+9O4+vorr/P/7OAgHCGhIWUUAUAiqKFRcsEFkFQwiLLAUUW5SiFlCWIlVRQH7FXQporWKpsihCKQIuLX5FECmKKxQEBMsmsgUIIeu9md8fKTEhd5l7c+/cufe+no+Hj4dh5s79nM/cM+fMnDMzAAAgsvAKFAARhMe0AgAAAEDwMFgOAAAAIKLwChQAAAAAAACYERvqAAAAAAAAAAAAAAAAsBqD5QAAAAAAAAAAAACAqMPzBwEglDy8U1XivaoAAAAAAAAAAADBwmA5AISQp3eqSrxXFQAAAAAAAAAAIFh4DDsAAAAAAAAAAAAAIOpwuyIAAECEcxQbKih0ulzm+l8BAAAAAAAAIPIxWA4AABDhCgqd2rbvhMtlqc2SLI4GAAAAAAAAAOyBwXIEDHetAQAAAAAAAAAAAAgXDJYjYLhrDQAAAAAAAAAAAEC4YLAcAAAAAAAAQPSKidG5fIfbxQlV4xQfG2NhQAAAALAKg+UAAAARoNzrUE7llrvYx+tQAAAAAPcKHU7t2p/ldnnbFsmKr8ZlVAAAbI3Jb/ATvTwAsDMPDTyNO4Cyyr4OpXat6so+m1e6jNehAABgX+UmvLnApDcAAADAOya/wV/8KgDAxjw18DTuAAAAQPgrO+HNFSa9AQAQfpgMBwDhg1EWAAAAAAAAAACAAGEyHGBDPKYdbjBYDtOYDQcAAAAAAAAAAIBww2Pa4Q57HaYxGw4AgNDyNHGNSWsAAAAAAAAA4BsGywEAAMKEp4lrTFoDAAAAAAAAAN8wWA4AAAAgevCOMgAAAACV4O11pRJPfwPCEtcLohaD5QAAAACiBu8oAwAAAFAZ3l5XKvH0NyAccb0gerFXAQAAAAAAAMAdL3eaSdxtBgAAEK4YLAcAAAAAAAAAN7zdaSZxtxkAAEC4ig11AAAAAAAAAAAAAAAAWI3pjgAAAABwnofHrPJ4VQAAAAAAgMjCYDkAAAAA/I+nx6zyeFUAAAAAAIDIwmPYAQAAAAAAAAAAAABRh8FyAAAAAAAAAAAAAEDUYbAcAAAAAAAAAAAAABB1eOEeynEUGyoodLpc5vpfAQCALzy1tQlV4xQfG2NxRAAAwF+e2nWJth0AAAAA7I7BcpRTUOjUtn0nXC5LbZZkcTQAAEQeT21t2xbJiq9G9wwAADvwNhAulUwq3+GmXZektpelqMAwKi44latz+Y7SbQAAAACwuZiY0j68K0yUDV9cjQUAAAAAALiApwlu53mbVF7ocGrX/qwK/167VnVln80ztQ0AAAAAoeeub38eN8GEL/YaAACAXXiZocqdZwAAAAAAAAAQOAyWAwAA2IS3GarceQYAAAAAAAAAgcNgOUwzDENL//qcGjdprlt6DlBxsVOr316g77Z/qeJip4YMHaEWbdM8bmPhS7NUu06SBgy716KogfBgGIbeXPh8hfq1b9fXyi8oUlrP/ro57bYKn3vkkd/r0KFDpX8fOXJY7dr9Qk8++byV4QOw2IXHjLzcc/rjzGe0d98+GYahjrfcqpu79Kvwubzcc1r2+hwd++mQDMNQ+w7dlPrb0SEoAWC98/Xm6iuv0JU39HJZH7r2ut3lZ6c9OEx169VXtYR4xcbEaNiwO9SzZ2+LSwAgUq1ZtVz/WLlcipGSUxrr9jvGqlbtui7XvbAPACC0vvj3R1r/zxWKUYzq1K6piRMmq3XrK8qt8957a/TWW0sUHx8rh6NY587l6Nixo1q58l0lJdUPUeQAPHEUGyoodP9sN1dL3nn7VX27dZNqJNaUJLVo0UL9RjxYYb1P/m+1Nn20RjUTa6hO/cYaMOxe1UisFajQAfhh+1ebtfS157T8nQ8rLNu6+UNt+Nc/JEkJVeN1+ky2zpw6oUefWqhatetZHSqChMFymHL0yEG9Pn+adu78jxo3aS5J2rzhfR0/eliTHp+vgvw8vfzs7zWwZiM1vTTV5TY+en+5ftjzH13TvpOFkQP2d/TIQf19yUs68MOuCvVr/l8W6dtdP2ru7Em6uOllFerXE088Vfr/O3f+R488MkUTJkwx9b2eOv4JVeMUHxvjX4EABJWrY8YH7yxScnIDDbhzkgoK8vXc9Pt1UdNUNb+sTbnPfvDOItWtl6yRY/6ggoJ8PfP4ferSqYNiEpuEoCSAdcrWm6uvLLmA7ao+tGh5pVKb/bLcZ4/9dEg1EmtqwrS5atsiWYm8fwxAAB3a/71WrliisVPnqHqNRK1+e4E+WLVIt9/xuwrruuoDAAidYz8d0prlr+nBR+aodt0k5R3frT/8YbL+/ve15dbr3buPevfuo5SUWjpy5JTuv/8eDR8+koFywMYKCp3atu+E2+Wunvq2f+9OjRj9+9Lz8NRmSRWeHPf9d9/qo/eXa+zUZ3Vju1Za8uZyvf3GXI0c84fAFgCAacePHtbq5a/JkOFyefsO3dS+QzdJ0mVNauuBsfeoa6/bGSiPMFzpgSmbPlqjHr36qmqNnw8A27/arJs69VJcXJxqJNZU51u668st610Olm/75kt9958v1SGtt3LP5VgZOmB7mz5aoxs79lS9pJTSf/u5fsWrRmJNtbu+k9v6JUlFRUWaNetxjRs3UQ0bNjL1vZ46/m1bJCuewQDAllwdMzKHjFbLS+ro+0PZOnsmS0WOIlWrnljhs5lDRqu4uFiSdPZMlhxFRaqRWFN5lkUPhIa7enNhfXBVb/67d6diY2M1/6nfS84Cde3aXXfe+RvFxcVZFj+AyHVxs8v18mvLtPdwtoqKCnXm9EklJTd0ua6rYxmA0ImPr6JBd45T7bolg2atWrVWVtZJFRUVqUqVKi4/s2jRQtWrV0/9+g20MlQAQeYoKtLhA/v00fsrdPL4EaU0bKIHJkySVLXceocOfK+Wbdqpbr1kSdJVv7hZy974kxyOIsXHuz5uAAiewoJ8LVnwrPoOuluLFzztdf0Vy95QzVp11SGNJ81FGkZCYMqAYfcqtVmSPt6wsfTfTmedUN2k5NK/6yc30Lb/7Kzw2TOnT+qNl17QnfdO0+YN71kSLxBOzr+WYPeOr0r/7cL6Vbdeso4c/q/bbaxZs0r166coLa1L0OIEYA+ujhkxMTGKi4vXkgXP6NsvNuna6zuqQaOKd4uXrBdXut5V13ZQk4ub6vtDZyyLHwgF9/WmfH1wVW+Ki51q2aadbhtwl1pfUkePPzpRiYmJGjx4mGXxA4hs8fHx2v7VZi17fa7iq8Tr1r7DXa7n6lgGIHSSkhuWTm4xDEMv/3mOOnbs7HagPCsrS2++uVgLFrxhZZgALHDmzEld3vpq9eo3Qo0uaqb1//y7Zj0+Rff+/jnFxPz85Maml7bSJx+uVtbJY1KzJH2+6V9yOhzKzTlbOvEGgHWWL5qvDp17qfHFzb2ue+7sGa1c8abGTeX1p5EoNtQBIHwZRrGkmLL/oNiY8j8pp8Ohxa88rbvHjKPBB3xwYf0yVLF+lfXWW0s0cuRvLIgMgJ0NGzVJ059bonPnzupfa970ul7uubN6c/FfLYwQsJ+y9cFVvbmpUy/1/9UYJSRUU82atTRkyHBt2LDe+kABRLSrru2gGc8vUc+MYXplzrTSJ18AsL+Cgny98fJs/Xj4kKZMedTtesuWLVOnTmlq0uRiC6MDYIX6yY1097jpatykuWJiYnRLzwE6cuSwsk4eLbdei5ZXqUfGr/S3F2fpwd/9RjGxsaqRWEtx8dzTCFht0/q1io2L0w0de5pa/98bP9CNHTqpfoq5p7oivHAUht/qJaUo+8zJ0r+zsk6oTr3kcusc2SUkMwAAHGJJREFU3L9HJ0/8pAUvz1VBoUNns0+puLhYDkeRBt85zuqQgbBxYf3KPp1VoX4pJkbn8h36fs8uORwOtWpzjc7lO0oXx1eJk6PI9TvJJcn9EgDhZtd/vlByzXaS4pRQrbpuuLmLtny63uV6jZo0V5269ZVQrbquvSFNe3d+rvZpVkcMhJ6r+vDtl5sqrPfF5v9T40su1UUXXyqp5M6xuDhOowD47/1Vi/Td9s9V7CxWw4uaasiQoYqvdYkk6YZf9tCKRS8qLzdHiTVrhzhSABd6f9Ui7fhmiyTpimtu1I0de+q1+TPUsNEleuq5FxVbJaHceXlZq1ev1W/vfcDt8oSqcYqPjXG5DID9lD0eJKU0Utt2HXRdh64/r2CownlDfn6uLmt1lW7s2FOpzZL02de79cGqRaqRWMvK0IGotehvr2jj/ya/x8XHq7CwQM/NGCuH06GiwkKNu3ekRox5RHXq1q/w2a+3btDY8ZM9f8H/rtd7QntvT1zlgd+ubHeTPtv0L11x9Y0qLMjThvXrlDF4TLl1ml/WRo8+uVCpzZK0a3+WPnhnsc7lZJc+Pg6Aa+frV/+MXsrLzdHXn2/QwOH3l1un0OHUrv1Z2vDRJ2p6+VXa/sPJcsvP1zt3UpvxtAcgUnyz9RMd2POlumfeLafDoa3//lgtU69xud62Lzdr4Ij75XQ49M3WjfrlL38ZgoiB0HNVH1q1ubbCekd+3K9vv/xUI++dqoKCfK1YsUw9e/J+MgD+65U5QoNH3KPss3nat2e7nv7jNI2b+oISa9XRl1vWq1GTpgyUAzbVK3OEemWOkFQy6PXcjLFq36GbemYMU0xcFW3bd8Ll53LP5ejgoQMqrn6R23XatkhWfDUu1QKB4Cg2VFDo/jYRtzeYnMrVuXyHqRtMyh4Pjhz+r158eoqat7xC9ZMb6dOP31XzSy8rfTf5edmns/Tycw9r8vSXJCVp3bvL1O76zuUe1Q4geEaMvEfX3zKwwr9nnTiqZ6bfrz+99DeX19Nzz+XoxLEjanNFW+09nO12++ev13tCe29P7JEo462j4Mudph3SbtPJ40f03IyxcjqLlNF3oC5LbSupZGadpNIOAwDfnK9fY8eMVF5+vm7q3LtC/UodV/J0hhPHflRS/QYhixVA6GUMGqV/rnxFz0wvmVTT/sbO6titr6SSY8bndarr+lsGKmPQKK1YNL90vbbXdlDffoO15+DpkMUOhIqr+lC23kglfdmefX6llUv/rGem/07xsYa6de2hjIx+IYsbQGRp0fIqDR46Ui8+O1VxsXGqXTdJd933iCTp4H/36O3X/6SXFywOcZQAXNn00RqdOnlc27/arO1fbVZC1XgVFDr02wmzlHXiqN5+/U+aMG2uJOnE8R+VlJTMo5YBixQUOt1OTJHc32BSu1Z1ZZ/N8/kGk8ZNmqvf0DF6bd4MGcXFqlMvWQ/9YbpO5f3cnk+YNlcNGl2sLr1u15/+OEFV4mPVpFmq+v9qjPcvAGCpsvVWKmnHa9dJUjzteMRiz0YZMx0FT4b++sHS/4+Li1PmkNHlPnu+k+FukPzWvsN9CReIKq7ql6vO+4X1iyc1ANGp7DGjeo2a+v0fZpYeL86f4Eslx4zzx5LqNWpqxOgp5bYTGxtrXdBAiA399YMe68N5ZdvaqgnVNOSuByRJbS9LkQxDuQUVp5jyKDUA/rotY4Auu/qWCv9+SfOWpRfoyirbBwAQOt16D1a33oNL/y57/p5Ys3a5+tu0eSstXPx3bdtzzPI4AVjjupu66LqbupT+3aBBkk7tz6rQnnfsmqGOXTO8PhESgHWSkhvq/81dXvr3hfW2afNWmjrrlVCEBoswWA4AABBgnp7k4stTXADYi6dHqvEoNQAAUCm85xQAACAkuJoDAAAQYJ6e5OLr49wAAEBwBPI1ZQBQWbznFAAAIDToXQEAAAAAgKhT2deUAQAAAADCHy+pBAAAAAAAAAAAAABEHe4sBwAAAAAAAAAAYYFXqQAAAonB8jDkqTMQXyVOjiI6CgAAAIBdeLuYl1A1TvGxMRZGBAAAAIQvXqUCAAgkBsvDkKfOQGqzJO3an+X2s3QUAAAIDE+DX0xOA1CWt4t5bVskK74ap2ZAoHHXGYCIExOjc/kOt4uZgAcAQHhjsn1ocEUGAADAD94mrwEAgNDirjMAkabQ4fR4kwwT8AAACG9Mtg8NMgoAqMjLbPXquUUWBgMAAAAAALziznMAAOzNS1vN069Cg8FyAEAF3mar31QzwcJoAAAIAx5OeDnZBQAAVuDOcwAA7M1bW83Tr0KD3hEAAAAAVJKnE15OdoHA8/YuP4mJKgAAAAAA7xgstyFvJ/2c8AMAAADRwdO5AY9SRTTz9i4/iYkqAFCBl0e/SvQvEHpMiAMAWI3BchvydtJv1xP+ZUv/ptdefVEF+XmhDgWISAnVqqvPwLvUI31IqEORw1msAt6DBtjW2pWLtXzJK7TJgB+qV6+h2waMtLa99fII9x1uzg14lCoQuf619i2tWbGQthwIQ3Y6d7+Qt0e/SvQvEHxmbhRz1/89z67Xxy9Eew6EJzu35QgOej4ImGVLX6fhB4KoID9P69Yus0Uj7W1SDyfXiATh/KSXtf9YQpsM+CkvL9fy9jYYj3DPyS3yeOcYE9sAe1u3dhltORCm7HTuDthRuN4o5g/acyA82bot9/KUmISqcRYGEzkYyQgBR7Gh46dyPd49Eo4G/+pO7iwHgiihWnV1Tx8c6jDM8dBox1eJk6PI/ZGOi/ewi3A+gU/vN4w7ywE/Va9eI3zaWw/yCoqY2AZbY0KHZ93TB3MnGhCmwurc3RUTF+Gj+fgM78J54nmg0Z4D4cnObbm3p8S0vSzF4/ijRFvuCldHQqCg0Kndh7OVfdZ1I2nni++eDP7VSF1zc4bLZanNkjxWYG/L27ZsoG17jgVl256Wh+u2PeUrlHHZedvh+huzK293yHncF1y8Byotvf9wdeo+oPTvYB2H7LbdYH9n7VrVK/TfIrGcVn/nkaw8l/1iO/42I4qHC+GcOKOyzLxrtKA43/OEjstSVGAYbpdH+oX2HulDSu9kCcRxK5jnNL5uw1V7asc4g/UdtWtVV+Ok6raPMxjb8KcvFYg47ZKLcGHmIryn47NEXyLahfPE80Ar255fKNjHNjscX63oP9gpxkiOwd3ysvsl1DFa9R12V+hwav8PWW772xLX310hG37ydvLv6c7JSD+pB4BKYRY7AsxTm017DSBaeboQzokzKsvbRXKpZLKqJ94Ga6LpQjsA2AnvPQcAIMxx/b0Cei1+MjNDLtDvHQSAaFCZWew84t0ePA1O+7sPvE1S87RdT2027TWAsObptSdVg/OVwTjGAwAAwBqVObc2uw0mngOAvVX2KTKVPfc38yQyq68vmBosLy4uVnb2GY/rVKniVHZ2TkCCCgd5BU4V5Lkvb05OvNvlOTnxysvNV0Fevs+fNbNtfz8bzG1XOq6zCWFX5pBu20O+QhqXnbcdhr+xkMYVwt9Y1ul47Tt02uWyFhfXdbtMklo3TVL1hDi3yz1xFhsqLCp2u7xqlVjFuWnAK9NGVqniVO3atRUbG+vzZ82038GQV+DUdwdcd7gu3Adlc+Mpx05Je9xsU5JaN6svuenEOSW/fo/BqkNWfGdenKNcP8Nu5QzWdoP9nRfm1Yrv9HVZOH6nu34xv03vyzy1ia0vrV+JvmRVOQtdt5e+HOMjlbd2vTJt93mhasMl730eyXO/R/J+vixVrj9pZnkgthHM7yjbptg5zmB8h6v21I5xBus78uIcyqlaZPs4g7ENf/pSgYjTNrmo5HEvEHFal4sE5Zz9+fwsOzdHeecKS//21o4Eoi3yRyDacDNK2vnsoFxL95a7ypxbm91Gi4vr2v536q19tnOMgVoebjG46z/YKcZIjsEOfdpwzpPVMXgafzSzDU/XGiTvbUVclVg5K9EWScG5vuCpnY8xDC+tn6TTp09rzpw5AQ0KAACYM378eNWtW9fnz9F+AwAQGv623efRhgMAEBqVbcPNoJ0HACA03LXzpgbLz89282TOnDkaP368/xFGGfLlG/LlG/LlO3LmG/Llm8rmq3J3lntuv0ON31JwkNfgIK/BQV6Dg7wGj5ncBubOcnu34ZUV7b/RaC5/NJddiu7yR3PZpegufziV3ao7y2fOnBk2OYkm4fRbjTbsG3tiv9gT+8U9d+28qcewx8bGmppRF+xZd5GGfPmGfPmGfPmOnPmGfPkmFPky236HWjjEGI7Ia3CQ1+Agr8FBXoMn2LkNlza8sqKhjJ5Ec/mjuexSdJc/mssuRXf5o7nsFzp/kZ6c2BP7xb7YN/bEfrEn9otv4h5//PHHA7Wx5s2bB2pTUYF8+YZ8+YZ8+Y6c+YZ8+YZ8uUdugoO8Bgd5DQ7yGhzkNXjIbWBEex6jufzRXHYpussfzWWXorv80Vx2d8iJPbFf7It9Y0/sF3tiv/jG1GPYAQAAAAAAAAAAAACIJMF9AQsAAAAAAAAAAAAAADbEYDkAAAAAAAAAAAAAIOqYGizPyclRnz59dOjQIUnSp59+qoyMDPXs2VPPP/+8y8988cUXuv3225WZmamRI0fq8OHDgYs6DPiTs61bt2rAgAHKyMjQmDFjdObMGStDDil/8nXejh07dNVVV1kRpm34k6+VK1eqY8eOyszMVGZmpte8RhJ/8nXs2DGNHj1a/fr109ChQ0s/Gw18zdfJkydLf1eZmZnq2rWrrr32WqvDDhl/fl+HDh3S8OHDlZmZqTvuuCNi28gLc7NkyRKlp6frtttu05NPPilXb4KJ9v6DGf7kNZr7GGb5k9fzorEv4gt/chvN/Raz/MlrNPdvzPI1r9HeD/KFmbbo2LFjGjVqlDIzM9W/f39t3rw5BJEGni/t8KZNmzRy5EgLows+M+UvLCzU5MmT1bt3b/Xv31979+4NQaSBZ6Zve+LECY0ZM0Z9+vTRkCFD9NVXX4Ug0uAwU/7CwkJNnDhRGRkZyszM1KeffhqCSIPDTPnHjBlT2oZkZGQoNTVV27ZtC0G0gWV23z/xxBPq16+f0tPT9cknn4QgUuuY6YcdPnxY1157belvYtSoUSGINLqY2S+R2kbZmZnzQepLaJjZN9SZ0PF0fYo644Xhxddff2306dPHuPLKK42DBw8aeXl5RlpamnHgwAGjqKjI+M1vfmOsX7++wue6dOli7Ny50zAMw3j77beNMWPGePuqiOFvzrp3727s2bPHMAzDePrpp41nn33W6tBDwt98GYZh5ObmGkOHDjVatWplcdSh42++ZsyYYaxevToEEYeWv/kaOXKksWTJEsMwDGPJkiXG+PHjrQ49JCpTHw3DMJxOpzFixAjjnXfesTDq0PE3X5MmTTIWL15sGIZhvP7668bEiROtDj3oLszNgQMHjB49ehjnzp0zHA6HMWTIEGPjxo0VPhfN/Qcz/M1rtPYxzPI3r4YRnX0RX/ib22jtt5jlb16jtX9jVmWOBYYRff0gX5lpiyZOnGgsWrTIMAzD2Lt3r3HzzTcbDofD0jiDwUzZnU6nsWDBAuOGG24wRowYYXWIQWWm/K+++qrx6KOPGoZhGJ999pkxaNAgS2MMFjN924kTJxpz5swxDMMwDhw4YHTr1s3Iy8uzNM5gMVP+ZcuWGQ888IBhGIbx3XffGZ06dbI0xmDy9dzmhRdeMB555BErQgs6M2WfP3++MWHCBKO4uNjYvXu30bFjR6O4uNjqUC1jph/2/vvvlx4LYQ0z+yVS2yg7M3M+SH0JDTP7hjoTGt6uT1FnPPN6Z/myZcv02GOPqUGDBpKkb7/9Vs2aNdMll1yi+Ph4ZWRk6P333y/3mcLCQo0fP16tW7eWJKWmpurIkSNBGOq3J39yJknvvvuuLr/8chUVFeno0aOqXbu21aGHhL/5kqTZs2dH3Kx7b/zN17Zt27Ry5UplZGRo0qRJUXNXoT/5ysrK0nfffaehQ4dKkgYOHKgHHnjA8thDoTL1UZJWrFih6tWrKyMjw6qQQ8rffBUXFysnJ0eSlJeXp2rVqlkatxUuzM0ll1yitWvXqkaNGsrOzlZOTk6Fdi7a+w9m+JNXKXr7GGb5m1cpOvsivvA3t9HabzHLn7xGc//GrMocC6To6wf5ykxb1KNHD/Xp00eS1KxZMxUUFCg3N9fqUAPOTNn37t2rvXv3aubMmSGIMLjMlH/9+vXq27evJOn6669XVlaWfvzxR6tDDSizfdudO3eqd+/ekkqOO3Xr1o2Iu8vNlr+4uFh5eXlyOp0RdW7k67nNvn379I9//ENTpkyxKsSgMVv29957T/fcc49iYmLUsmVL/fWvf/X4NKdwZrYftm3bNu3evVuZmZm68847tWvXLqtDjSpm90sktlF2Z+Z8kPoSGmb2DXUmNLxdn6LOeOZ1sHzWrFlq37596d/Hjh1TSkpK6d8NGjTQ0aNHy32matWqyszMlFTS6Z03b566d+8eqJhtz5+cSVKVKlW0a9cupaWlacuWLUpPT7ck3lDzN18ffvih8vPz1atXL0vitAt/85WSkqL77rtP77zzjho3bqwZM2ZYEm+o+ZOvgwcP6qKLLtLs2bM1cOBAjRs3TlWqVLEs5lDy9/clSU6nU3/+8581ceLEoMdpF/7ma/z48Vq4cKE6deqk1157Tffcc48l8VrpwtxIJe3csmXL1L17d6WkpJRePDkv2vsPZviT1/PrRGMfwyx/8xqtfRFf+JvbaO23mOVPXqO5f2OWv79XKTr7Qb4y0xbdeuutqlOnjiRpwYIFatOmjWrVqmV1qAFnpuwtW7bUrFmzSssfScyU/8J+dEpKin766Scrwww4s33bK664QmvXrpUk7d69W99//71OnDhhaazBYLb8/fv31+nTp9WpUyeNGDFCkyZNsjrUoPD13ObFF1/UqFGjVLNmTatCDBqzZd+/f78+//xzDRs2TEOGDNGJEycUG2vqjaFhx2w/LCEhQX379tXKlSs1atQo3X///SosLAxBxNHB7H6JxDbK7sycD1JfQsPMvqHOWM/M9SnqjGc+90CKi4sVExNT+rdhGOX+LquwsFCTJk2Sw+HQb3/7W/+jDHO+5Cw1NVWffvqp7rvvPj344INWhWgrZvJ1/PhxvfTSS3r00UetDs92zP6+5s+fr+uuu04xMTG6++67tXHjRivDtA0z+XI4HNqxY4duuukmrVixQt26ddNDDz1kdai24Mvxa+PGjWrevLlSU1OtCs92zOZrypQpmjFjhjZu3Kjp06frd7/7XcTOoL/Q4MGDtWXLFiUnJ2vevHku16H/4DszeaWP4TtPeaUvUjnefrP0W/zjKa/0b/xn5hhLP+hn7733njp37lzuv7vuukuS+bZo4cKFeuutt/TUU09ZFHVgBKLs4awy5b+w32wYRlgNmnkqu7e+7dSpU7V//35lZGTo9ddf14033hh2k5kqU/558+apXbt22rRpk1avXq1Zs2a5fL+1nVWm/JJ05swZbdq0SYMGDbIw6sCoTNmdTqd++uknLV68WNOnT9ekSZN09uxZi0sQeK5y8swzz5jqh40dO1bDhg1TbGys0tLSVKNGDe3bty8EpYg8ldkv4d5G2Zm7Y4iZ80HqS3BVZt9QZ4LH3X4xc32KOuNZvK8faNSokY4fP1769/Hjx0sfU1fWuXPndO+996pu3bp66aWXwq6jH0hmclZQUKCNGzeWzrTs27evnnzySUvjtAsz+Vq/fr1Onz6t4cOHl/5bZmamFi9eHBGzcH1hJl9nz57VihUrSk9YDMNQXFyclWHahpl8paSkKDExUV26dJEk9enTR0888YSlcdqF2WO+JK1bt0633XabVaHZkpl8ZWVlad++faXH+1tvvVWPPfaYTp06paSkJEvjtdKRI0f0448/6rrrrlN8fLzS09O1dOnSCuvRf/CNmbzSx/CdmbzSF/GPmdzSb/GdmbzSv/Gd2bZLoh9UVu/evUsfKX1eQUGB1q1bZ6oteuqpp/Txxx9r8eLFatSoUdDjDaTKlj3cVab8DRs21LFjx9S0aVNJ0okTJ9yed9iRq7JL5vq2ubm5mjlzZmn/IT09vTQP4aIy5f/www/1/PPPKyYmRpdeeqmuueYaffvtt2rSpIkVoQdEZcovSR9//LE6d+6shISEYIcacJUpe3JystLT0xUTE6PWrVurUaNG+uGHH3T11VdbEXrQuMrJgQMH1L9/f6/9sDfeeEN9+vRRvXr1JJX0g+Pjfb58Dxcqs1/CvY2yM1f75ezZs1q4cKHX80HqS3BVZt9QZ4LH1X55++239fLLL3u9PkWd8czn6RzXXHONfvjhB+3fv19Op1Nr1qxR586dK6w3efJkNWvWTC+88IKqVq0akGDDlZmcxcfHa/r06dq+fbukkhkiv/jFL0IRbsiZydegQYO0bt06rVq1SqtWrZIkrVq1KiovTpvJV40aNfTqq6/qm2++kSQtWrRIPXr0CEW4IWcmX02bNlWjRo308ccfS5I++ugjXXnllaEIN+TMHvMl6euvv67w6NJoYyZf9erVU0JCgrZu3SpJ+uKLL5SYmBjRA+VSSYd68uTJys7OlmEY+uCDD3TddddVWI/+g2/M5JU+hu/M5JW+iH/M5JZ+i+/M5JX+je/Mtl0S/SBvzLZFCxcu1JYtW7R06dKwGyh3J9rbYbPlT0tLK21Pt27dqoSEBF100UWWxhoMZvq2ixYt0ptvvilJ2rBhg5xOp9tXPoQbM+Vv3bq11q1bJ6lkYvH27dvVpk0bK8MMGrPnNpHYhpgpe5cuXfTuu+9KKnkc9pEjR3TppZdaGaZlzPbDPv/8cy1fvlyS9Nlnn6m4uFgtWrSwNNZoYna/RGobZVdmzwepL9Yzu2+oM9Yye32KOuOZz9MGEhISNHv2bI0dO1YFBQVKS0srfQ7+ww8/rK5du6px48b68MMPdfnll6t///6SSt7b+sorrwQ2+jBhJmfdunXT888/r2nTpsnpdKphw4aaNWtWiCMPDbP5Qgmz+XrhhRf0+OOPKz8/X82bNw+7RxoGitl8zZ07V4899piefvpp1axZU7Nnzw5x5KHhS308ePBgxFzU9JfZfM2bN08zZ85Ufn6+EhMTNXfu3BBHHnytWrXS6NGjNXToUMXFxal9+/b69a9/LYn+Q2WYySt9DN+ZzSt8Zza39Ft8Yzav9G9848uxgH6QZ3FxcW7boqVLl+rYsWMaN26c5s+fr5o1a+qOO+4o/exf/vIXNWzYMFShV5qZso8fPz7EUQaP2fLfcccdmjZtmtLT01W1atWIOO7v2LHDbd+2bNlHjx6tiRMnatWqVUpMTNS8efMi4lGlZss/depUPfroo0pPT1dsbKwmTJig5s2bhzb4ADBbfqmkDbnllltCGG1gmS37pEmTNGPGDKWnp0uSnnjiCdWqVSuUoQeVu35Y2Zw8/PDDeuihh7Rq1SolJCTo2WefjYjjgZ2Z2S+R2EbZWVxcnNvzQepLaJndN9QZ+6DOmBdjRMtLUgEAAAAAAAAAAAAA+B+mDQAAAAAAAAAAAAAAog6D5QAAAAAAAAAAAACAqMNgOQAAAAAAAAAAAAAg6jBYDgAAAAAAAAAAAACIOgyWAwAAAAAAAAAAAACiDoPlAAAAAAAAAAAAAICow2A5AAAAAAAAAAAAACDqMFgOAAAAAAAAAAAAAIg6/x+lLypNc8q1AAAAAABJRU5ErkJggg==\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# bust it out & sample\n", + "with model:\n", + " samples = pm.sample(2000)\n", + "az.plot_posterior(samples, var_names=['μ_1', 'μ_2', 'diff_means', 'effect_size'], kind='hist');" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.6" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/notebooks/SciPy-2021/02-Student-Parameter_estimation_hypothesis_testing.ipynb b/notebooks/SciPy-2021/02-Student-Parameter_estimation_hypothesis_testing.ipynb new file mode 100644 index 0000000..510ce9a --- /dev/null +++ b/notebooks/SciPy-2021/02-Student-Parameter_estimation_hypothesis_testing.ipynb @@ -0,0 +1,617 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Parameter estimation and hypothesis testing" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "#Import packages\n", + "import numpy as np\n", + "import pandas as pd\n", + "import seaborn as sns\n", + "import matplotlib.pyplot as plt\n", + "import pymc3 as pm\n", + "from ipywidgets import interact\n", + "import arviz as az\n", + "%matplotlib inline\n", + "sns.set()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Learning Objectives of Part 2" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "1. Understand what priors, likelihoods and posteriors are;\n", + "2. Use random sampling for parameter estimation to appreciate the relationship between sample size & the posterior distribution, along with the effect of the prior;\n", + "3. Use probabilistic programming for parameter estimation;\n", + "4. Use probabilistic programming for hypothesis testing." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 1. From Bayes Theorem to Bayesian Inference" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Let's say that we flip a biased coin several times and we want to estimate the probability of heads from the number of heads we saw. Statistical intuition tells us that our best estimate of $p(heads)=$ number of heads divided by total number of flips.\n", + "\n", + "However, \n", + "\n", + "1. It doesn't tell us how certain we can be of that estimate and\n", + "2. This type of intuition doesn't extend to even slightly more complex examples.\n", + "\n", + "Bayesian inference helps us here. We can calculate the probability of a particular $p=p(H)$ given data $D$ by setting $A$ in Bayes Theorem equal to $p$ and $B$ equal to $D$." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "\n", + "$$P(p|D) = \\frac{P(D|p)P(p)}{P(D)} $$\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In this equation, we call $P(p)$ the prior (distribution), $P(D|p)$ the likelihood and $P(p|D)$ the posterior (distribution). The intuition behind the nomenclature is as follows: the prior is the distribution containing our knowledge about $p$ prior to the introduction of the data $D$ & the posterior is the distribution containing our knowledge about $p$ after considering the data $D$." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Note** that we're _overloading_ the term _probability_ here. In fact, we have 3 distinct usages of the word:\n", + "- The probability $p$ of seeing a head when flipping a coin;\n", + "- The resulting binomial probability distribution $P(D|p)$ of seeing the data $D$, given $p$;\n", + "- The prior & posterior probability distributions of $p$, encoding our _uncertainty_ about the value of $p$." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Key concept:** We only need to know the posterior distribution $P(p|D)$ up to multiplication by a constant at the moment: this is because we really only care about the values of $P(p|D)$ relative to each other – for example, what is the most likely value of $p$? To answer such questions, we only need to know what $P(p|D)$ is proportional to, as a function of $p$. Thus we don’t currently need to worry about the term $P(D)$. In fact,\n", + "\n", + "$$P(p|D) \\propto P(D|p)P(p) $$\n", + "\n", + "**Note:** What is the prior? Really, what do we know about $p$ before we see any data? Well, as it is a probability, we know that $0\\leq p \\leq1$. If we haven’t flipped any coins yet, we don’t know much else: so it seems logical that all values of $p$ within this interval are equally likely, i.e., $P(p)=1$, for $0\\leq p \\leq1$. This is known as an uninformative prior because it contains little information (there are other uninformative priors we may use in this situation, such as the Jeffreys prior, to be discussed later). People who like to hate on Bayesian inference tend to claim that the need to choose a prior makes Bayesian methods somewhat arbitrary, but as we’ll now see, if you have enough data, the likelihood dominates over the prior and the latter doesn’t matter so much." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "\n", + "**Essential remark:** we get the whole distribution of $P(p|D)$, not merely a point estimate plus errors bars, such as [95% confidence intervals](http://andrewgelman.com/2018/07/04/4th-july-lets-declare-independence-95/).\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 2. Bayesian parameter estimation I: flip those coins" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now let's generate some coin flips and try to estimate $p(H)$. Two notes:\n", + "- given data $D$ consisting of $n$ coin tosses & $k$ heads, the likelihood function is given by $L:=P(D|p) \\propto p^k(1-p)^k$;\n", + "- given a uniform prior, the posterior is proportional to the likelihood." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "def plot_posterior(p=0.6, N=0):\n", + " \"\"\"Plot the posterior given a uniform prior; Coin flips\n", + " with probability p; sample size N\"\"\"\n", + " # Set seed\n", + " ___\n", + " # Flip coins \n", + " n_successes = ___\n", + " # X-axis for PDF\n", + " x = np.___\n", + " #prior\n", + " prior = ___\n", + " posterior = ___\n", + " posterior /= np.max(posterior) # so that peak always at 1\n", + " plt.plot(x, posterior)\n", + " plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Plot posterior for 10 coin flips\n", + "___" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "* Now use the great ipywidget interact to check out the posterior as you generate more and more data (you can also vary $p$):" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "___;" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Notes for discussion:**\n", + "\n", + "* as you generate more and more data, your posterior gets narrower, i.e. you get more and more certain of your estimate.\n", + "* you need more data to be certain of your estimate when $p=0.5$, as opposed to when $p=0$ or $p=1$. " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### The choice of the prior" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "You may have noticed that we needed to choose a prior and that, in the small to medium data limit, this choice can affect the posterior. We'll briefly introduce several types of priors and then you'll use one of them for the example above to see the effect of the prior:\n", + "\n", + "- **Informative priors** express specific, definite information about a variable, for example, if we got a coin from the mint, we may use an informative prior with a peak at $p=0.5$ and small variance. \n", + "- **Weakly informative priors** express partial information about a variable, such as a peak at $p=0.5$ (if we have no reason to believe the coin is biased), with a larger variance.\n", + "- **Uninformative priors** express no information about a variable, except what we know for sure, such as knowing that $0\\leq p \\leq1$.\n", + "\n", + "Now you may think that the _uniform distribution_ is uninformative, however, what if I am thinking about this question in terms of the probability $p$ and Eric Ma is thinking about it in terms of the _odds ratio_ $r=\\frac{p}{1-p}$? Eric rightly feels that he has no prior knowledge as to what this $r$ is and thus chooses the uniform prior on $r$.\n", + "\n", + "With a bit of algebra (transformation of variables), we can show that choosing the uniform prior on $p$ amounts to choosing a decidedly non-uniform prior on $r$ and vice versa. So Eric and I have actually chosen different priors, using the same philosophy. How do we avoid this happening? Enter the **Jeffreys prior**, which is an uninformative prior that solves this problem. You can read more about the Jeffreys prior [here](https://en.wikipedia.org/wiki/Jeffreys_prior) & in your favourite Bayesian text book (Sivia gives a nice treatment). \n", + "\n", + "In the binomial (coin flip) case, the Jeffreys prior is given by $P(p) = \\frac{1}{\\sqrt{p(1-p)}}$.\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### Hands-on" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "* Create an interactive plot like the one above, except that it has two posteriors on it: one for the uniform prior, another for the Jeffries prior." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Write the plotting function, as above\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Create the interactive plot\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Question:** What happens to the posteriors as you generate more and more data?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 3. Bayesian parameter estimation using PyMC3" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Well done! You've learnt the basics of Bayesian model building. The steps are\n", + "1. To completely specify the model in terms of _probability distributions_. This includes specifying \n", + " - what the form of the sampling distribution of the data is _and_ \n", + " - what form describes our _uncertainty_ in the unknown parameters (This formulation is adapted from [Fonnesbeck's workshop](https://github.com/fonnesbeck/intro_stat_modeling_2017/blob/master/notebooks/2.%20Basic%20Bayesian%20Inference.ipynb) as Chris said it so well there).\n", + "2. Calculate the _posterior distribution_.\n", + "\n", + "In the above, the form of the sampling distribution of the data was Binomial (described by the likelihood) and the uncertainty around the unknown parameter $p$ captured by the prior.\n", + "\n", + "There is also a 3rd step that Eric will cover which is performing _posterior predictive checks_. At a high level, this is making sure that your model actually makes sense. More to come on this." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now it is time to do the same using the **probabilistic programming language** PyMC3. There's _loads_ about PyMC3 and this paradigm, two of which are\n", + "- _probabililty distributions_ are first class citizens, in that we can assign them to variables and use them intuitively to mirror how we think about priors, likelihoods & posteriors.\n", + "- PyMC3 calculates the posterior for us!\n", + "\n", + "Under the hood, PyMC3 will compute the posterior using a sampling based approach called Markov Chain Monte Carlo (MCMC) or Variational Inference. Check the [PyMC3 docs](https://docs.pymc.io/) for more on these. \n", + "\n", + "But now, it's time to bust out some MCMC and get sampling!" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Parameter estimation I: click-through rate" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "A common experiment in tech data science is to test a product change and see how it affects a metric that you're interested in. Say that I don't think enough people are clicking a button on my website & I hypothesize that it's because the button is a similar color to the background of the page. Then I can set up two pages and send some people to each: the first the original page, the second a page that is identical, except that it has a button that is of higher contrast and see if more people click through. This is commonly referred to as an A/B test and the metric of interest is click-through rate (CTR), what proportion of people click through. Before even looking at two rates, let's use PyMC3 to estimate one.\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "First generate click-through data, given a CTR $p_a=0.15$." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# click-through rates\n", + "p_a = 0.15\n", + "N = 150\n", + "n_successes_a = ___" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now it's time to build your probability model. Noticing that our model of having a constant CTR resulting in click or not is a biased coin flip,\n", + "- the sampling distribution is binomial and we need to encode this in the likelihood;\n", + "- there is a single parameter $p$ that we need to describe the uncertainty around, using a prior and we'll use a uniform prior for this.\n", + "\n", + "These are the ingredients for the model so let's now build it:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Build model of p_a\n", + "with ___ as ___:\n", + " # Prior on p\n", + " prob = ___\n", + " # Binomial Likelihood\n", + " y = ___" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Discussion:** \n", + "- What do you think of the API for PyMC3. Does it reflect how we think about model building?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "It's now time to sample from the posterior using PyMC3. You'll also plot the posterior:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Sample from posterior\n", + "with ___:\n", + " samples = ___\n", + "\n", + "# Plot posterior\n", + "az.plot_posterior(samples);" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**For discussion:** Interpret the posterior ditribution. What would your tell the non-technical manager of your growth team about the CTR?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Hands-on: Parameter estimation II -- the mean of a population" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In this exercise, you'll calculate the posterior mean beak depth of Galapagos finches in a given species. First you'll load the data and subset wrt species:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Import data and subset it\n", + "df_12 = pd.read_csv('../../data/finch_beaks_2012.csv')\n", + "df_fortis = df_12.loc[df_12['species'] == 'fortis']\n", + "df_scandens = df_12.loc[df_12['species'] == 'scandens']" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "To specify the full probability model, you need\n", + "- a likelihood function for the data &\n", + "- priors for all unknowns.\n", + "\n", + "What is the likelihood here? Let's plot the measurements below and see that they look approximately Gaussian/normal so you'll use a normal likelihood $y_i\\sim \\mathcal{N}(\\mu, \\sigma^2)$. The unknowns here are the mean $\\mu$ and standard deviation $\\sigma$ and we'll use weakly informative priors on both\n", + "- a normal prior for $\\mu$ with mean $10$ and standard deviation $5$;\n", + "- a uniform prior for $\\sigma$ bounded between $0$ and $10$.\n", + "\n", + "We can discuss biological reasons for these priors also but you can also test that the posteriors are relativelyt robust to the choice of prior here due to the amount of data." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "sns.distplot(df_fortis['blength']);" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "with ___ as ___:\n", + " # Prior for mean & standard deviation\n", + " μ_1 = ___\n", + " σ_1 = ___\n", + " # Gaussian Likelihood\n", + " y_1 = ___" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# bust it out & sample\n", + "with model:\n", + " samples = ___\n", + "\n", + "# Plot posterior\n", + "az.plot_posterior(samples);" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 4. Bayesian Hypothesis testing" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Bayesian Hypothesis testing I: A/B tests on click through rates" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Assume we have a website and want to redesign the layout *A* and test whether the new layout *B* results in a higher click through rate. When people come to our website we randomly show them layout *A* or *B* and see how many people click through for each. First let's generate the data we need:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# click-through rates\n", + "p_a = 0.15\n", + "p_b = 0.20\n", + "N = 1000\n", + "n_successes_a = np.sum(np.random.uniform(size=N) <= p_a)\n", + "n_successes_b = np.sum(np.random.uniform(size=N) <= p_b)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Once again, we need to specify our models for $p_a$ and $p_b$. Each will be the same as the CTR example above\n", + "- Binomial likelihoods\n", + "- uniform priors on $p_a$ and $_p$.\n", + "\n", + "We also want to calculate the posterior of the difference $p_a-p_b$ and we do so using `pm.Deterministic()`, which specifies a deterministic random variable, i.e., one that is completely determined by the values it references, in the case $p_a$ & $p_b$.\n", + "\n", + "We'll now build the model:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "with ___ as ___:\n", + " # Prior on p\n", + " prob_a = ___\n", + " prob_b = ___\n", + " # Binomial Likelihood\n", + " y_a = ___\n", + " y_b = ___\n", + " diff_clicks = ___" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Sample from the posterior and plot them:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "with Model:\n", + " samples = pm.sample(2000)\n", + "az.plot_posterior(samples);" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Hands-on: Bayesian Hypothesis testing II -- beak lengths difference between species" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Task**: Determine whether the mean beak length of the Galapogas finches differs between species. For the mean of each species, use the same model as in previous hand-on section:\n", + "\n", + "- Gaussian likelihood;\n", + "- Normal prior for the means;\n", + "- Uniform prior for the variances.\n", + "\n", + "Also calculate the difference between the means and, for bonus points, the _effect size_, which is the difference between the means divided by the pooled standard deviations = $\\sqrt{(\\sigma_1^2+\\sigma_2^2)/2}$. Hugo will talk through the importance of the _effect size_.\n", + "\n", + "Don't forget to sample from the posteriors and plot them!" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "with pm.Model() as model:\n", + " # Priors for means and variances\n", + " μ_1 = ___\n", + " σ_1 = ___\n", + " μ_2 = ___\n", + " σ_2 = ___\n", + " # Gaussian Likelihoods\n", + " y_1 = pm.Normal('y_1', mu=μ_1, sd=σ_1, observed=df_fortis['blength'])\n", + " y_2 = pm.Normal('y_2', mu=μ_2, sd=σ_2, observed=df_scandens['blength'])\n", + " # Calculate the effect size and its uncertainty.\n", + " diff_means = ___\n", + " pooled_sd = ___\n", + " effect_size = ___" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# bust it out & sample\n", + "with model:\n", + " samples = pm.sample(2000)\n", + "az.plot_posterior(samples, var_names=['μ_1', 'μ_2', 'diff_means', 'effect_size']);" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.6" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/notebooks/SciPy-2021/data.py b/notebooks/SciPy-2021/data.py new file mode 100644 index 0000000..e19c03c --- /dev/null +++ b/notebooks/SciPy-2021/data.py @@ -0,0 +1,74 @@ +import pandas as pd +from sklearn.preprocessing import LabelEncoder +import janitor as jn +import numpy as np + + +def load_finches_2012(): + path = '../data/finch_beaks_2012.csv' + return load_finches(path) + + +def load_finches_1975(): + path = '../data/finch_beaks_1975.csv' + df = load_finches(path) + df = df.rename_column('beak_length_mm', 'beak_length').rename_column('beak_depth_mm', 'beak_depth') + return df + + +def load_finches(path): + # Load the data + df = ( + pd.read_csv(path) + .clean_names() # clean column names + .rename_column('blength', 'beak_length') # rename blength to beak_length (readability fix) + .rename_column('bdepth', 'beak_depth') # rename bdepth to beak_depth (readability fix) + .label_encode('species') # create a `species_enc` column that has the species encoded numerically + ) + return df + + +def load_baseball(): + df = pd.read_csv('../data/baseballdb/core/Batting.csv') + df['AB'] = df['AB'].replace(0, np.nan) + df = df.dropna() + df['batting_avg'] = df['H'] / df['AB'] + df = df[df['yearID'] >= 2016] + df = df.iloc[0:15] + df.head(5) + return df + + +def load_sterilization(): + df = ( + pd.read_csv('../data/sterilization.csv', na_filter=True, na_values=['#DIV/0!']) + .clean_names() + .label_encode('treatment') + ) + mapping = dict(zip(df['treatment'], df['treatment_enc'])) + return df, mapping + + +def load_kruschke(): + df = ( + pd.read_csv('../data/iq.csv', index_col=0) # comment out the path to the file for students. + .label_encode('treatment') + ) + return df + + +# Constants for load_decay +tau = 71.9 # indium decay half life +A = 42 # starting magnitude +C = 21 # measurement error +noise_scale = 1 + + +def load_decay(): + t = np.arange(0, 1000) + def decay_func(ts, noise): + return A * np.exp(-t/tau) + C + np.random.normal(0, noise, size=(len(t))) + + data = {'t': t, 'activity': decay_func(t, noise_scale)} + df = pd.DataFrame(data) + return df \ No newline at end of file diff --git a/notebooks/SciPy-2021/matplotlibrc b/notebooks/SciPy-2021/matplotlibrc new file mode 100644 index 0000000..7ea7e7e --- /dev/null +++ b/notebooks/SciPy-2021/matplotlibrc @@ -0,0 +1,5 @@ +axes.spines.left : True # display axis spines +axes.spines.bottom : True +axes.spines.top : False +axes.spines.right : False + diff --git a/notebooks/SciPy-2021/utils.py b/notebooks/SciPy-2021/utils.py new file mode 100644 index 0000000..10072c6 --- /dev/null +++ b/notebooks/SciPy-2021/utils.py @@ -0,0 +1,19 @@ +import numpy as np + + +def ECDF(data): + x = np.sort(data) + y = np.cumsum(x) / np.sum(x) + + return x, y + + +def despine(ax): + ax.spines['right'].set_visible(False) + ax.spines['top'].set_visible(False) + + +def despine_traceplot(traceplot): + for row in traceplot: + for ax in row: + despine(ax) \ No newline at end of file diff --git a/notebooks/SciPy-2022/01-Instructor-Probability_a_simulated_introduction.ipynb b/notebooks/SciPy-2022/01-Instructor-Probability_a_simulated_introduction.ipynb new file mode 100644 index 0000000..e34db56 --- /dev/null +++ b/notebooks/SciPy-2022/01-Instructor-Probability_a_simulated_introduction.ipynb @@ -0,0 +1,2162 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# What is probability? A simulated introduction" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "#Import packages\n", + "import numpy as np\n", + "import pandas as pd\n", + "import seaborn as sns\n", + "import matplotlib.pyplot as plt\n", + "%matplotlib inline\n", + "sns.set()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Learning Objectives of Part 1" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "- To have an understanding of what \"probability\" means, in both Bayesian and Frequentist terms;\n", + "- To be able to simulate probability distributions that model real-world phenomena;\n", + "- To understand how probability distributions relate to data-generating **stories**;\n", + "- To understand and be able to simulate joint probabilities and conditional probabilities;\n", + "- To understand Bayes' Theorem and its utility." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 1. Probability" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "> To the pioneers such as Bernoulli, Bayes and Laplace, a probability represented a _degree-of-belief_ or plausibility; how much they thought that something was true, based on the evidence at hand. To the 19th century scholars, however, this seemed too vague and subjective an idea to be the basis of a rigorous mathematical theory. So they redefined probability as the _long-run relative frequency_ with which an event occurred, given (infinitely) many repeated (experimental) trials. Since frequencies can be measured, probability was now seen as an objective tool for dealing with _random_ phenomena.\n", + "\n", + "-- _Data Analysis, A Bayesian Tutorial_, Sivia & Skilling (p. 9)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "What type of random phenomena are we talking about here? One example is:\n", + "\n", + "- Knowing that a website has a click-through rate (CTR) of 10%, we can calculate the probability of having 10 people, 9 people, 8 people ... and so on click through, upon drawing 10 people randomly from the population;\n", + "- But given the data of how many people click through, how can we calculate the CTR? And how certain can we be of this CTR? Or how likely is a particular CTR?\n", + "\n", + "Science mostly asks questions of the second form above & Bayesian thinking provides a wonderful framework for answering such questions. Essentially Bayes' Theorem gives us a way of moving from the probability of the data given the model (written as $P(data|model)$) to the probability of the model given the data ($P(model|data)$).\n", + "\n", + "We'll first explore questions of the 1st type using simulation: knowing the model, what is the probability of seeing certain data?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 2. Simulating probabilities" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "* Let's say that a website has a CTR of 50%, i.e. that 50% of people click through. If we picked 1000 people at random from the population, how likely would it be to find that a certain number of people click?\n", + "\n", + "We can simulate this using `numpy`'s random number generator.\n", + "\n", + "To do so, first note we can use `np.random.rand()` to randomly select floats between 0 and 1 (known as the _uniform distribution_). Below, we do so and plot a histogram:" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Draw 1,000 samples from uniform & plot results\n", + "rng = np.random.default_rng()\n", + "x = rng.random(1000)\n", + "plt.hist(x);" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "To then simulate the sampling from the population, we check whether each float was greater or less than 0.5. If less than or equal to 0.5, we say the person clicked." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'Number of clicks = 503'" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Computed how many people click\n", + "clicks = x <= 0.5\n", + "n_clicks = sum(clicks)\n", + "f\"Number of clicks = {n_clicks}\"" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The proportion of people who clicked can be calculated as the total number of clicks over the number of people:" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'Proportion who clicked = 0.503'" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Computed proportion of people who clicked\n", + "f\"Proportion who clicked = {n_clicks/len(clicks)}\"" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Discussion**: Did you get the same answer as your neighbour? If you did, why? If not, why not?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Up for discussion:** Let's say that all you had was this data and you wanted to figure out the CTR (probability of clicking). \n", + "\n", + "* What would your estimate be?\n", + "* Bonus points: how confident would you be of your estimate?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Note:** Although, in the above, we have described _probability_ in two ways, we have not described it mathematically. We're not going to do so rigorously here, but we will say that _probability_ defines a function from the space of possibilities (in the above, the interval $[0,1]$) that describes how likely it is to get a particular point or region in that space. Mike Betancourt has an elegant [Introduction to Probability Theory (For Scientists and Engineers)](https://betanalpha.github.io/assets/case_studies/probability_theory.html) that I can recommend." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Hands-on: more clicking" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Use random sampling to simulate how many people click when the CTR is 0.7. How many click? What proportion?" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Number of clicks = 700\n", + "Proportion who clicked = 0.7\n" + ] + } + ], + "source": [ + "# Solution\n", + "x = rng.random(1000)\n", + "clicks = x <= 0.7\n", + "n_clicks = sum(clicks)\n", + "print(f\"Number of clicks = {n_clicks}\")\n", + "print(f\"Proportion who clicked = {n_clicks/len(clicks)}\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "_Discussion point_: This model is known as the bias coin flip. \n", + "- Can you see why?\n", + "- Can it be used to model other phenomena?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Galapagos finch beaks" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "You can also calculate such proportions with real-world data. Here we import a dataset of Finch beak measurements from the Galápagos islands. You can find the data [here](https://datadryad.org/resource/doi:10.5061/dryad.9gh90)." + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
bandspeciesblengthbdepth
019022fortis10.08.5
119028fortis12.58.9
219032fortis9.37.5
319041fortis10.39.6
419044fortis11.09.2
\n", + "
" + ], + "text/plain": [ + " band species blength bdepth\n", + "0 19022 fortis 10.0 8.5\n", + "1 19028 fortis 12.5 8.9\n", + "2 19032 fortis 9.3 7.5\n", + "3 19041 fortis 10.3 9.6\n", + "4 19044 fortis 11.0 9.2" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Import and view head of data\n", + "df_12 = pd.read_csv('../../data/finch_beaks_2012.csv')\n", + "df_12.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [], + "source": [ + "# Store lengths in a pandas series\n", + "lengths = df_12['blength']" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "* What proportion of birds have a beak length > 10 ?" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0.8514056224899599" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "p = (sum(lengths > 10))/len(lengths)\n", + "p" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Note:** This is the proportion of birds that have beak length $>10$ in your empirical data, not the probability that any bird drawn from the population will have beak length $>10$." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### A proxy for probability\n", + "\n", + "As stated above, we have calculated a proportion, not a probability. As a proxy for the probability, we can simulate drawing random samples (with replacement) from the data seeing how many lengths are > 10 and calculating the proportion (commonly referred to as [hacker statistics](https://speakerdeck.com/jakevdp/statistics-for-hackers)):" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0.8475" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "n_samples = 10000\n", + "sum(np.random.choice(lengths, n_samples, replace=True) > 10)/n_samples" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Another way to simulate coin-flips" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In the above, you have used the uniform distribution to sample from a series of biased coin flips. I want to introduce you to another distribution that you can also use to do so: the **binomial distribution**.\n", + "\n", + "The **binomial distribution** with parameters $n$ and $p$ is defined as the probability distribution of\n", + "\n", + "> the number of heads seen when flipping a coin $n$ times when with $p(heads)=p$." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Note** that this distribution essentially tells the **story** of a general model in the following sense: if we believe that they underlying process generating the observed data has a binary outcome (affected by disease or not, head or not, 0 or 1, clicked through or not), and that one the of the two outcomes occurs with probability $p$, then the probability of seeing a particular outcome is given by the **binomial distribution** with parameters $n$ and $p$." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Any process that matches the coin flip story is a Binomial process (note that you'll see such coin flips also referred to as Bernoulli trials in the literature). So we can also formulate the story of the Binomial distribution as\n", + "\n", + "> the number $r$ of successes in $n$ Bernoulli trials with probability $p$ of success, is Binomially distributed. " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We'll now use the binomial distribution to answer the same question as above:\n", + "* If P(heads) = 0.7 and you flip the coin ten times, how many heads will come up?\n", + "\n", + "We'll also set the seed to ensure reproducible results." + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "6" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Set seed\n", + "rng = np.random.default_rng(42)\n", + "\n", + "# Simulate one run of flipping the biased coin 10 times\n", + "rng.binomial(10, 0.7)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Simulating many times to get the distribution\n", + "\n", + "In the above, we have simulated the scenario once. But this only tells us one potential outcome. To see how likely it is to get $n$ heads, for example, we need to simulate it a lot of times and check what proportion ended up with $n$ heads." + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Simulate 10,000 run of flipping the biased coin 10 times\n", + "x = rng.binomial(10, 0.7, 10000)\n", + "\n", + "# Plot normalized histogram of results\n", + "plt.hist(x, density=True, bins=9);" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "* Group chat: what do you see in the above?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Hands-on" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "- If I flip a biased coin ($P(H)=0.3$) 20 times, what is the probability of 5 or more heads?" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0.7628" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Solution\n", + "sum(rng.binomial(20, 0.3, 10000) >= 5)/10000" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "- If I flip a fair coin 20 times, what is the probability of 5 or more heads?" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0.9937" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "sum(rng.binomial(20,0.5,10000) >= 5)/10000" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "- Plot the normalized histogram of number of heads of the following experiment: flipping a fair coin 10 times." + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Plot histogram \n", + "x = rng.binomial(10, 0.5, 10000)\n", + "plt.hist(x, density=True, bins=10);" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Note:** you may have noticed that the _binomial distribution_ can take on only a finite number of values, whereas the _uniform distribution_ above can take on any number between $0$ and $1$. These are different enough cases to warrant special mention of this & two different names: the former is called a _probability mass function_ (PMF) and the latter a _probability distribution function_ (PDF). Time permitting, we may discuss some of the subtleties here. If not, all good texts will cover this. I like (Sivia & Skilling, 2006), among many others.\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Question:** \n", + "* Looking at the histogram, can you tell me the probability of seeing 4 or more heads?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Enter the ECDF." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Empirical cumulative distribution functions (ECDFs)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "An ECDF is, as an alternative to a histogram, a way to visualize univariate data that is rich in information. It allows you to visualize all of your data and, by doing so, avoids the very real problem of binning.\n", + "- can plot control plus experiment\n", + "- data plus model!\n", + "- many populations\n", + "- can see multimodality (though less pronounced) -- a mode becomes a point of inflexion!\n", + "- can read off so much: e.g. percentiles.\n", + "\n", + "See Eric Ma's great post on ECDFS [here](https://ericmjl.github.io/blog/2018/7/14/ecdfs/) AND [this twitter thread](https://twitter.com/allendowney/status/1019171696572583936) (thanks, Allen Downey!).\n", + "\n", + "So what is this ECDF? \n", + "\n", + "**Definition:** In an ECDF, the x-axis is the range of possible values for the data & for any given x-value, the corresponding y-value is the proportion of data points less than or equal to that x-value." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Let's define a handy ECDF function that takes in data and outputs $x$ and $y$ data for the ECDF." + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [], + "source": [ + "def ecdf(data):\n", + " \"\"\"Compute ECDF for a one-dimensional array of measurements.\"\"\"\n", + " # Number of data points\n", + " n = len(data)\n", + "\n", + " # x-data for the ECDF\n", + " x = np.sort(data)\n", + "\n", + " # y-data for the ECDF\n", + " y = np.arange(1, n+1) / n\n", + "\n", + " return x, y" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Hands-on" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Plot the ECDF for the previous hands-on exercise. Read the answer to the following question off the ECDF: the probability of seeing 4 or more heads?" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Generate x- and y-data for the ECDF\n", + "x_flips, y_flips = ecdf(x)\n", + "\n", + "# Plot the ECDF\n", + "plt.plot(x_flips, y_flips, marker='.', linestyle='none');" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## An Aside on Monte Carlo Simulations!" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "> Monte Carlo methods, or Monte Carlo experiments, are a broad class of computational algorithms that rely on repeated random sampling to obtain numerical results. -- [Wikipedia](https://en.wikipedia.org/wiki/Monte_Carlo_method)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Example 1: Estimating $\\pi$\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Consider two shapes: (1) a circle with radius 1 and centre the origin and (2) a square with the same diameter around the circle. Notice two things:\n", + "- The area of the circle is $\\pi$\n", + "- The area of the square is $4$\n", + "This means that the $\\pi$ is equal to 4 times the area of the circle divided by the area of the circle. \n", + "\n", + "So: if we randomly populate the square with points and then count what fraction of them are in the circle (and multiply the result by 4), we'll be able to approximate $\\pi$. So let's do it!" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "3.14308" + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "rng = np.random.default_rng(42)\n", + "N = 10**5 #number of points\n", + "\n", + "# Generate x, y coordinates\n", + "x = 2*rng.random(N) - 1\n", + "y = 2*rng.random(N) - 1\n", + "\n", + "# Calculate pi\n", + "4*sum(x**2 + y**2 <= 1)/N" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "*c* argument looks like a single numeric RGB or RGBA sequence, which should be avoided as value-mapping will have precedence in case its length matches with *x* & *y*. Please use the *color* keyword-argument or provide a 2D array with a single row if you intend to specify the same RGB or RGBA value for all points.\n" + ] + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "df = pd.DataFrame({'x': x, 'y': y})\n", + "df.plot.scatter(x='x', y='y');" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "*c* argument looks like a single numeric RGB or RGBA sequence, which should be avoided as value-mapping will have precedence in case its length matches with *x* & *y*. Please use the *color* keyword-argument or provide a 2D array with a single row if you intend to specify the same RGB or RGBA value for all points.\n" + ] + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "df_sub = df[df.x**2 + df.y**2 <= 1]\n", + "df_sub.plot.scatter(x='x', y='y');" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Example 2: Investors, coincidences, and survivorship bias" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "> Let us use the Monte Carlo \n", + "generator introduced earlier and construct a population of 10,000 \n", + "fictional investment managers... Assume that they each have a perfectly fair \n", + "game; each one has a 50% probability of making 10,000 at the end of \n", + "the year, and a 50% probability of losing 10,000. Let us introduce an \n", + "additional restriction; once a manager has a single bad year, he is \n", + "thrown out of the sample, good-bye and have a nice life. The Monte Carlo generator will toss a coin; heads and the manager will make 10,000 over the year, tails and he will lose 10,000. We run it for the first year. At the end of the year, we expect 5,000 managers to \n", + "be up 10,000 each, and 5,000 to be down 10,000. Now we run the game a second year. Again, we can expect 2,500 managers to be up two years in a row; another year, 1,250; a fourth one, 625; a fifth, 313. \n", + "We have now, simply in a fair game, 313 managers who made money for five years in a row. Out of pure luck. -- [Fooled by Randomness](https://en.wikipedia.org/wiki/Fooled_by_Randomness), Nassim Nicholas Taleb" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "for _ in range(0, 10000):\n", + " x = np.random.binomial(1, 0.5, 1000) - 0.5\n", + " t = np.cumsum(x)\n", + " if (t > 0).all():\n", + " plt.plot(t, alpha=0.1)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 3. PROBABILITY DISTRIBUTIONS AND THEIR STORIES" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Credit:** Thank you to [Justin Bois](http://bois.caltech.edu/) for countless hours of discussion, work and collaboration on thinking about probability distributions and their stories. All of the following is inspired by Justin & his work, if not explicitly drawn from." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "___\n", + "\n", + "In the above, we saw that we could match data-generating processes with binary outcomes to the story of the binomial distribution.\n", + "\n", + "> The Binomial distribution's story is as follows: the number $r$ of successes in $n$ Bernoulli trials with probability $p$ of success, is Binomially distributed. \n", + "\n", + "There are many other distributions with stories also!" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Poisson processes and the Poisson distribution" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In the book [Information Theory, Inference and Learning Algorithms](https://www.amazon.com/Information-Theory-Inference-Learning-Algorithms/dp/0521642981) David MacKay tells the tale of a town called Poissonville, in which the buses have an odd schedule. Standing at a bus stop in Poissonville, the amount of time you have to wait for a bus is totally independent of when the previous bus arrived. This means you could watch a bus drive off and another arrive almost instantaneously, or you could be waiting for hours.\n", + "\n", + "Arrival of buses in Poissonville is what we call a Poisson process. The timing of the next event is completely independent of when the previous event happened. Many real-life processes behave in this way. \n", + "\n", + "* natural births in a given hospital (there is a well-defined average number of natural births per year, and the timing of one birth is independent of the timing of the previous one);\n", + "* Landings on a website;\n", + "* Meteor strikes;\n", + "* Molecular collisions in a gas;\n", + "* Aviation incidents.\n", + "\n", + "Any process that matches the buses in Poissonville **story** is a Poisson process.\n", + "\n", + " " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The number of arrivals of a Poisson process in a given amount of time is Poisson distributed. The Poisson distribution has one parameter, the average number of arrivals in a given length of time. So, to match the story, we could consider the number of hits on a website in an hour with an average of six hits per hour. This is Poisson distributed." + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Generate Poisson-distributed data\n", + "rng = np.random.default_rng(42)\n", + "samples = rng.poisson(6, size=10**6)\n", + "\n", + "# Plot histogram\n", + "plt.hist(samples, bins=21);" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Question:** Does this look like anything to you?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In fact, the Poisson distribution is the limit of the Binomial distribution for low probability of success and large number of trials, that is, for rare events. " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "To see this, think about the stories. Picture this: you're doing a Bernoulli trial once a minute for an hour, each with a success probability of 0.05. We would do 60 trials, and the number of successes is Binomially distributed, and we would expect to get about 3 successes. This is just like the Poisson story of seeing 3 buses on average arrive in a given interval of time. Thus the Poisson distribution with arrival rate equal to np approximates a Binomial distribution for n Bernoulli trials with probability p of success (with n large and p small). This is useful because the Poisson distribution can be simpler to work with as it has only one parameter instead of two for the Binomial distribution." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Hands-on" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Plot the ECDF of the Poisson-distributed data that you generated above." + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Generate x- and y-data for the ECDF\n", + "x_p, y_p = ecdf(samples)\n", + "\n", + "# Plot the ECDF\n", + "plt.plot(x_p, y_p, marker='.', linestyle='none');" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Example Poisson distribution: field goals attempted per game" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "This section is explicitly taken from the great work of Justin Bois. You can find more [here](https://github.com/justinbois/dataframed-plot-examples/blob/master/lebron_field_goals.ipynb)." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Let's first remind ourselves of the story behind the Poisson distribution.\n", + "> The number of arrivals of a Poisson processes in a given set time interval is Poisson distributed.\n", + "\n", + "To quote Justin Bois:\n", + "\n", + "> We could model field goal attempts in a basketball game using a Poisson distribution. When a player takes a shot is a largely stochastic process, being influenced by the myriad ebbs and flows of a basketball game. Some players shoot more than others, though, so there is a well-defined rate of shooting. Let's consider LeBron James's field goal attempts for the 2017-2018 NBA season." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "First thing's first, the data ([from here](https://www.basketball-reference.com/players/j/jamesle01/gamelog/2018)):" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [], + "source": [ + "fga = [19, 16, 15, 20, 20, 11, 15, 22, 34, 17, 20, 24, 14, 14, \n", + " 24, 26, 14, 17, 20, 23, 16, 11, 22, 15, 18, 22, 23, 13, \n", + " 18, 15, 23, 22, 23, 18, 17, 22, 17, 15, 23, 8, 16, 25, \n", + " 18, 16, 17, 23, 17, 15, 20, 21, 10, 17, 22, 20, 20, 23, \n", + " 17, 18, 16, 25, 25, 24, 19, 17, 25, 20, 20, 14, 25, 26, \n", + " 29, 19, 16, 19, 18, 26, 24, 21, 14, 20, 29, 16, 9]" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "To show that this LeBron's attempts are ~ Poisson distributed, you're now going to plot the ECDF and compare it with the the ECDF of the Poisson distribution that has the mean of the data (technically, this is the maximum likelihood estimate)." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## HANDS ON" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Generate the x and y values for the ECDF of LeBron's field attempt goals." + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": {}, + "outputs": [], + "source": [ + "# Generate x & y data for ECDF\n", + "x_ecdf, y_ecdf = ecdf(fga)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now we'll draw samples out of a Poisson distribution to get the theoretical ECDF (that is, simulating the model), plot it with the ECDF of the data and see how they look." + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Number of times we simulate the model\n", + "n_reps = 1000\n", + "\n", + "# Plot ECDF of data\n", + "plt.plot(x_ecdf, y_ecdf, '.', color='black');\n", + "\n", + "# Plot ECDF of model\n", + "for _ in range(n_reps):\n", + " samples = rng.poisson(np.mean(fga), size=len(fga))\n", + " x_theor, y_theor = ecdf(samples)\n", + " plt.plot(x_theor, y_theor, '.', alpha=0.01, color='lightgray');\n", + "\n", + "\n", + "# Label your axes\n", + "plt.xlabel('field goal attempts')\n", + "plt.ylabel('ECDF');" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "You can see from the ECDF that LeBron's field goal attempts per game are ~ Poisson distributed." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Example: Death by horse kick\n", + "\n", + "To show off our new skills, let's look at one of the more infamous examples of a Poisson distribution! In 1898, Ladislaus Bortkiewicz, a Russian economist and statistician, published a book called _The Law of Small Numbers_. It was about Poisson distributions and in it Bortkiewicz showed the number of soldiers kicked to death by horses each year in the French cavalry corps is Poisson distributed. This dataset has stood the test of time and holds up well as an example of Poisson-distributed data. To see this, let's first import the data and check it out (data from [here](https://www.randomservices.org/random/data/HorseKicks.html)):" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
YearGCC1C2C3C4C5C6C7C8C9C10C11C14C15
0187500000001100010
1187620001000000011
2187720000011001020
3187812211000001010
4187900011220100210
\n", + "
" + ], + "text/plain": [ + " Year GC C1 C2 C3 C4 C5 C6 C7 C8 C9 C10 C11 C14 C15\n", + "0 1875 0 0 0 0 0 0 0 1 1 0 0 0 1 0\n", + "1 1876 2 0 0 0 1 0 0 0 0 0 0 0 1 1\n", + "2 1877 2 0 0 0 0 0 1 1 0 0 1 0 2 0\n", + "3 1878 1 2 2 1 1 0 0 0 0 0 1 0 1 0\n", + "4 1879 0 0 0 1 1 2 2 0 1 0 0 2 1 0" + ] + }, + "execution_count": 26, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df = pd.read_csv('../../data/Prussion Horse-Kick Data.csv')\n", + "df.head()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Let's now get it into a form of total number of kicks each year:" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0 3\n", + "1 5\n", + "2 7\n", + "3 9\n", + "4 10\n", + "Name: kicks, dtype: int64" + ] + }, + "execution_count": 27, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df['kicks'] = df.drop(['Year'], axis=1).sum(axis=1)\n", + "kicks = df['kicks']\n", + "kicks.head()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We plot the ECDF of the dataset:" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Generate x & y data for ECDF\n", + "x_ecdf, y_ecdf = ecdf(np.array(kicks))\n", + "# Plot the ECDF\n", + "plt.plot(x_ecdf, y_ecdf, marker='.', linestyle='none');" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now let's simulate the Poisson model and see how our simulation looks, when plotted with the data:" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Number of times we simulate the model\n", + "n_reps = 1000\n", + "\n", + "# Plot ECDF of data\n", + "plt.plot(x_ecdf, y_ecdf, '.', color='black');\n", + "\n", + "# Plot ECDF of model\n", + "for _ in range(n_reps):\n", + " samples = rng.poisson(np.mean(kicks), size=len(kicks))\n", + " x_theor, y_theor = ecdf(samples)\n", + " plt.plot(x_theor, y_theor, '.', alpha=0.01, color='lightgray');\n", + "\n", + "\n", + "# Label your axes\n", + "plt.xlabel('Number of Deaths by Kick')\n", + "plt.ylabel('ECDF');" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "This looks good! The ECDFs are evidence for our data being Poisson distributed and for the process of being kicked to death by a horse being a Poisson process.\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Exponential distribution" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We've encountered a variety of named _discrete distributions_. There are also named _continuous distributions_, such as the exponential distribution and the normal (or Gaussian) distribution. To see what the story of the exponential distribution is, let's return to Poissonville, in which the number of buses that will arrive per hour are Poisson distributed.\n", + "However, the waiting time between arrivals of a Poisson process are exponentially distributed.\n", + "\n", + "So: the exponential distribution has the following story: the waiting time between arrivals of a Poisson process are exponentially distributed. It has a single parameter, the mean waiting time. This distribution is not peaked, as we can see from its PDF.\n", + "\n", + "For an illustrative example, lets check out the time between all incidents involving nuclear power since 1974. It's a reasonable first approximation to expect incidents to be well-modeled by a Poisson process, which means the timing of one incident is independent of all others. If this is the case, the time between incidents should be exponentially distributed.\n", + "\n", + "\n", + "To see if this story is credible, we can plot the ECDF of the data with the CDF that we'd get from an exponential distribution with the sole parameter, the mean, given by the mean inter-incident time of the data.\n" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "metadata": {}, + "outputs": [], + "source": [ + "# Load nuclear power accidents data & create array of inter-incident times\n", + "df = pd.read_csv('../../data/nuclear_power_accidents.csv')\n", + "df.Date = pd.to_datetime(df.Date)\n", + "df = df[df.Date >= pd.to_datetime('1974-01-01')]\n", + "inter_times = np.diff(np.sort(df.Date)).astype(float) / 1e9 / 3600 / 24" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "metadata": {}, + "outputs": [], + "source": [ + "# Compute mean and sample from exponential\n", + "mean = np.mean(inter_times)\n", + "samples = rng.exponential(mean, size=10**6)\n", + "\n", + "# Compute ECDFs for sample & model\n", + "x, y = ecdf(inter_times)\n", + "x_theor, y_theor = ecdf(samples)" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Plot sample & model ECDFs\n", + "plt.plot(x_theor, y_theor);\n", + "plt.plot(x, y, marker='.', linestyle='none');" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We see that the data is close to being Exponentially distributed, which means that we can model the nuclear incidents as a Poisson process." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Normal distribution" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The normal distribution, also known as the Gaussian or Bell Curve, appears everywhere. There are many reasons for this. One is the following:\n", + "\n", + "> When doing repeated measurements, we expect them to be normally distributed, owing to the many subprocesses that contribute to a measurement. This is because (a formulation of the Central Limit Theorem) **any quantity that emerges as the sum of a large number of subprocesses tends to be Normally distributed** provided none of the subprocesses is very broadly distributed.\n", + "\n", + "Now it's time to see if this holds for the measurements of the speed of light in the famous Michelson–Morley experiment:" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Below, I'll plot the histogram with a Gaussian curve fitted to it. Even if that looks good, though, that could be due to binning bias. SO then you'll plot the ECDF of the data and the CDF of the model!" + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0, 0.5, 'PDF')" + ] + }, + "execution_count": 33, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Load data, plot histogram \n", + "import scipy.stats as st\n", + "df = pd.read_csv('../../data/michelson_speed_of_light.csv')\n", + "df = df.rename(columns={'velocity of light in air (km/s)': 'c'})\n", + "c = df.c.values\n", + "x_s = np.linspace(299.6, 300.1, 400) * 1000\n", + "plt.plot(x_s, st.norm.pdf(x_s, c.mean(), c.std(ddof=1)))\n", + "plt.hist(c, bins=9, density=True)\n", + "plt.xlabel('speed of light (km/s)')\n", + "plt.ylabel('PDF')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## HANDS ON" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Get speed of light measurement + mean & standard deviation\n", + "michelson_speed_of_light = df.c.values\n", + "mean = np.mean(michelson_speed_of_light)\n", + "std = np.std(michelson_speed_of_light, ddof=1)\n", + "\n", + "# Generate normal samples w/ mean, std of data\n", + "samples = rng.normal(mean, std, size=10000)\n", + "\n", + "# Generate data ECDF & model CDF\n", + "x, y = ecdf(michelson_speed_of_light)\n", + "x_theor, y_theor = ecdf(samples)\n", + "\n", + "# Plot data & model (E)CDFs\n", + "_ = plt.plot(x_theor, y_theor)\n", + "_ = plt.plot(x, y, marker='.', linestyle='none')\n", + "_ = plt.xlabel('speed of light (km/s)')\n", + "_ = plt.ylabel('CDF')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Some of you may ask but is the data really normal? I urge you to check out Allen Downey's post [_Are your data normal? Hint: no._ ](http://allendowney.blogspot.com/2013/08/are-my-data-normal.html)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 4. Joint Probability & Conditional Probability" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Joint Probability" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We have already encountered joint probabilities above, perhaps without knowing it: $P(A,B)$ is the probability two events $A$ and $B$ _both_ occurring.\n", + "* For example, getting two heads in a row.\n", + "\n", + "If $A$ and $B$ are independent, then $P(A,B)=P(A)P(B)$ but be warned: this is not always (or often) the case.\n", + "\n", + "One way to think of this is considering \"AND\" as multiplication: the probability of A **and** B is the probability of A **multiplied** by the probability of B." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### HANDS-ON: JOINT PROBABILITY COIN FLIPPING" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Verify that $P(A,B)=P(A)P(B)$ in the two fair coin-flip case (A=heads, B=heads) by \n", + "- first simulating two coins being flipped together and calculating the proportion of occurences with two heads;\n", + "- then simulating one coin flip and calculating the proportion of heads and then doing that again and multiplying the two proportions.\n", + "\n", + "Your two calculations should give \"pretty close\" results and not the same results due to the (in)accuracy of simulation. " + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "0.2475\n" + ] + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Solution: Calculate P(A,B)\n", + "x_0 = np.random.binomial(2, 0.5, 10000)\n", + "p_ab = sum(x_0==2)/len(x_0)\n", + "plt.hist(x_0);\n", + "print(p_ab)" + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0.257048" + ] + }, + "execution_count": 36, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Solution: Calculate P(A)P(B)\n", + "x_1 = np.random.binomial(1, 0.5, 10000)\n", + "x_2 = np.random.binomial(1, 0.5, 10000)\n", + "p_a = sum(x_1 == 1)/len(x_1)\n", + "p_b = sum(x_2 == 1)/len(x_2)\n", + "p_a*p_b" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Note:** In order to use such simulation and _hacker statistics_ approaches to \"prove\" results such as the above, we're gliding over several coupled and deep technicalities. This is in the interests of the pedagogical nature of this introduction. For the sake of completeness, we'll mention that we're essentially\n", + "- Using the proportion in our simulations as a proxy for the probability (which, although Frequentist, is useful to allow you to start getting your hands dirty with probability via simluation).\n", + "\n", + "Having stated this, for ease of instruction, we'll continue to do so when thinking about joint & conditional probabilities of both simulated and real data. " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### HANDS-ON: joint probability for birds" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "What is the probability that two randomly selected birds have beak depths over 10 ?" + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0.724891534007516" + ] + }, + "execution_count": 37, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Calculate P(A)P(B) of two birds having beak lengths > 10\n", + "p_a = (sum(lengths > 10))/len(lengths)\n", + "p_b = (sum(lengths > 10))/len(lengths)\n", + "p_a*p_b" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "* Calculate the joint probability using the resampling method, that is, by drawing random samples (with replacement) from the data. First calculate $P(A)P(B)$:" + ] + }, + { + "cell_type": "code", + "execution_count": 38, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0.7230183673999999" + ] + }, + "execution_count": 38, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Calculate P(A)P(B) using resampling methods\n", + "n_samples = 100000\n", + "p_a = sum(np.random.choice(lengths, n_samples, replace=True) > 10)/n_samples\n", + "p_b = sum(np.random.choice(lengths, n_samples, replace=True) > 10)/n_samples\n", + "p_a*p_b" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now calculate $P(A,B)$:" + ] + }, + { + "cell_type": "code", + "execution_count": 39, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0.72399" + ] + }, + "execution_count": 39, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Calculate P(A,B) using resampling methods\n", + "n_samples = 100000\n", + "samples = np.random.choice(lengths, (n_samples,2), replace=True)\n", + "_ = samples > (10, 10)\n", + "p_ab = sum(np.prod(_, axis=1))/n_samples\n", + "p_ab" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Task:** Interpret the results of your simulations." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Conditional Probability" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now that we have a grasp on joint probabilities, lets consider conditional probabilities, that is, the probability of some $A$, knowing that some other $B$ is true. We use the notation $P(A|B)$ to denote this. For example, you can ask the question \"What is the probability of a finch beak having depth $<10$, knowing that the finch is of species 'fortis'?\"" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### Example: conditional probability for birds" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "1. What is the probability of a finch beak having depth > 10 ?\n", + "2. What if we know the finch is of species 'fortis'?\n", + "3. What if we know the finch is of species 'scandens'?" + ] + }, + { + "cell_type": "code", + "execution_count": 40, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0.8514056224899599" + ] + }, + "execution_count": 40, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "sum(df_12.blength > 10)/len(df_12)" + ] + }, + { + "cell_type": "code", + "execution_count": 41, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0.6942148760330579" + ] + }, + "execution_count": 41, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df_fortis = df_12.loc[df_12['species'] == 'fortis']\n", + "sum(df_fortis.blength > 10)/len(df_fortis)" + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "1.0" + ] + }, + "execution_count": 42, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df_scandens = df_12.loc[df_12['species'] == 'scandens']\n", + "sum(df_scandens.blength > 10)/len(df_scandens)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Note:** These proportions are definitely different. We can't say much more currently but we'll soon see how to use hypothesis testing to see what else we can say about the differences between the species of finches." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Joint and conditional probabilities\n", + "\n", + "Conditional and joint probabilites are related by the following:\n", + "$$ P(A,B) = P(A|B)P(B)$$" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Homework exercise for the avid learner:** verify the above relationship using simulation/resampling techniques in one of the cases above." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Hands on example: drug testing" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Question:** Suppose that a test for using a particular drug has 99% sensitivity (true positive rate) and 99% specificity (true negative rate), that is, a 1% false positive rate and 1% false negative rate. Suppose that 0.5% (5 in 1,000) of people are users of the drug. What is the probability that a randomly selected individual with a positive test is a drug user?\n", + "\n", + "**If we can answer this, it will be really cool as it shows how we can move from knowing $P(+|user)$ to $P(user|+)$, a MVP for being able to move from $P(data|model)$ to $P(model|data)$.**" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In the spirit of this workshop, it's now time to harness your computational power and the intuition of simulation to solve this drug testing example. \n", + "\n", + "* Before doing so, what do you think the answer to the question _\"What is the probability that a randomly selected individual with a positive test is a drug user?\"_ is? Write down your guess." + ] + }, + { + "cell_type": "code", + "execution_count": 43, + "metadata": {}, + "outputs": [], + "source": [ + "# Take 10,000 subjects\n", + "n = 100000\n", + "# Sample for number of users, non-users\n", + "users = rng.binomial(n, 0.005, 1) \n", + "non_users = n - users" + ] + }, + { + "cell_type": "code", + "execution_count": 44, + "metadata": {}, + "outputs": [], + "source": [ + "# How many of these users tested +ve ?\n", + "u_pos = rng.binomial(users, 0.99)\n", + "# How many of these non-users tested +ve ?\n", + "non_pos = rng.binomial(non_users, 0.01)" + ] + }, + { + "cell_type": "code", + "execution_count": 45, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([0.31184896])" + ] + }, + "execution_count": 45, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# how many of those +ve tests were for users?\n", + "u_pos/(u_pos+non_pos)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Discussion**: What you have been able to do here is to solve the following problem: you knew $P(+|user)=0.99$, but you were trying to figure out $P(user|+)$. Is the answer what you expected? If not, why not? \n", + "\n", + "If you were surprised at the answer, that's not too surprising: you've experienced the [base rate fallacy](https://en.wikipedia.org/wiki/Base_rate_fallacy). The base rate of 99% true positive may lead one to think that most positive tests will be of users, however the vast majority of the overall population are non-users, which means that there will be more that test positive incorrectly than one would otherwise expect.\n", + "\n", + "**Key note:** This is related to the serious scientific challenge posed at the beginning here: if you know the underlying parameters/model, you can figure out the distribution and the result, but often we have only the experimental result and we're trying to figure out the most appropriate model and parameters.\n", + "\n", + "It is Bayes' Theorem that lets us move between these." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 5. Bayes' Theorem\n", + "\n", + "$$P(B|A) = \\frac{P(A|B)P(B)}{P(A)}$$" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "As you may have guessed, it is Bayes' Theorem that will allow us to move back and forth between $P(data|model)$ and $P(model|data)$. As we have seen, $P(model|data)$ is usually what we're interested in as data scientists yet $P(data|model)$ is what we can easily compute, either by simulating our model or using analytic equations." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**One of the coolest things:** Bayes Theorem can be proved with a few lines of mathematics. Your instructor will do this on the chalk/white-board now." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Bayes Theorem solves the above drug testing problem\n", + "\n", + "Bayes Theorem can be used to analytically derive the solution to the 'drug testing' example above as follows." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "From Bayes Theorem, \n", + "\n", + "$$P(user|+) = \\frac{P(+|user)P(user)}{P(+)}$$\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We can expand the denominator here into \n", + "\n", + "$$P(+) = P(+,user) + P(+,non-user) $$\n", + "\n", + "so that\n", + "\n", + "$$ P(+)=P(+|user)P(user) + P(+|non-user)P(non-user)$$\n", + "\n", + "and \n", + "\n", + "$$P(user|+) = \\frac{P(+|user)P(user)}{P(+|user)P(user) + P(+|non-user)P(non-user)}$$." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Calculating this explicitly yields\n", + "\n", + "$$P(user|+) = \\frac{0.99\\times 0.005}{0.99\\times 0.005 + 0.01\\times 0.995} = 0.332 $$" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "This means that if an individual tests positive, there is still only a 33.2% chance that they are a user! This is because the number of non-users is so high compared to the number of users." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Coming up: from Bayes Theorem to Bayesian Inference!" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.12" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/notebooks/SciPy-2022/01-Student-Probability_a_simulated_introduction.ipynb b/notebooks/SciPy-2022/01-Student-Probability_a_simulated_introduction.ipynb new file mode 100644 index 0000000..514786f --- /dev/null +++ b/notebooks/SciPy-2022/01-Student-Probability_a_simulated_introduction.ipynb @@ -0,0 +1,1525 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# What is probability? A simulated introduction" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "#Import packages\n", + "import numpy as np\n", + "import pandas as pd\n", + "import seaborn as sns\n", + "import matplotlib.pyplot as plt\n", + "%matplotlib inline\n", + "sns.set()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Learning Objectives of Part 1" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "- To have an understanding of what \"probability\" means, in both Bayesian and Frequentist terms;\n", + "- To be able to simulate probability distributions that model real-world phenomena;\n", + "- To understand how probability distributions relate to data-generating **stories**;\n", + "- To understand and be able to simulate joint probabilities and conditional probabilities;\n", + "- To understand Bayes' Theorem and its utility." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 1. Probability" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "> To the pioneers such as Bernoulli, Bayes and Laplace, a probability represented a _degree-of-belief_ or plausibility; how much they thought that something was true, based on the evidence at hand. To the 19th century scholars, however, this seemed too vague and subjective an idea to be the basis of a rigorous mathematical theory. So they redefined probability as the _long-run relative frequency_ with which an event occurred, given (infinitely) many repeated (experimental) trials. Since frequencies can be measured, probability was now seen as an objective tool for dealing with _random_ phenomena.\n", + "\n", + "-- _Data Analysis, A Bayesian Tutorial_, Sivia & Skilling (p. 9)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "What type of random phenomena are we talking about here? One example is:\n", + "\n", + "- Knowing that a website has a click-through rate (CTR) of 10%, we can calculate the probability of having 10 people, 9 people, 8 people ... and so on click through, upon drawing 10 people randomly from the population;\n", + "- But given the data of how many people click through, how can we calculate the CTR? And how certain can we be of this CTR? Or how likely is a particular CTR?\n", + "\n", + "Science mostly asks questions of the second form above & Bayesian thinking provides a wonderful framework for answering such questions. Essentially Bayes' Theorem gives us a way of moving from the probability of the data given the model (written as $P(data|model)$) to the probability of the model given the data ($P(model|data)$).\n", + "\n", + "We'll first explore questions of the 1st type using simulation: knowing the model, what is the probability of seeing certain data?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 2. Simulating probabilities" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "* Let's say that a website has a CTR of 50%, i.e. that 50% of people click through. If we picked 1000 people at random from the population, how likely would it be to find that a certain number of people click?\n", + "\n", + "We can simulate this using `numpy`'s random number generator.\n", + "\n", + "To do so, first note we can use `np.random.default_rng()` to randomly select floats between 0 and 1 (known as the _uniform distribution_). Below, we do so and plot a histogram:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Draw 1,000 samples from uniform & plot results\n", + "rng = ___\n", + "x = ___\n", + "___;" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "To then simulate the sampling from the population, we check whether each float was greater or less than 0.5. If less than or equal to 0.5, we say the person clicked." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Computed how many people click\n", + "clicks = ___\n", + "n_clicks = ___\n", + "f\"Number of clicks = {n_clicks}\"" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The proportion of people who clicked can be calculated as the total number of clicks over the number of people:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Computed proportion of people who clicked\n", + "f\"Proportion who clicked = {___}\"" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Discussion**: Did you get the same answer as your neighbour? If you did, why? If not, why not?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Up for discussion:** Let's say that all you had was this data and you wanted to figure out the CTR (probability of clicking). \n", + "\n", + "* What would your estimate be?\n", + "* Bonus points: how confident would you be of your estimate?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Note:** Although, in the above, we have described _probability_ in two ways, we have not described it mathematically. We're not going to do so rigorously here, but we will say that _probability_ defines a function from the space of possibilities (in the above, the interval $[0,1]$) that describes how likely it is to get a particular point or region in that space. Mike Betancourt has an elegant [Introduction to Probability Theory (For Scientists and Engineers)](https://betanalpha.github.io/assets/case_studies/probability_theory.html) that I can recommend." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Hands-on: more clicking" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Use random sampling to simulate how many people click when the CTR is 0.7. How many click? What proportion?" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Solution\n", + "x = ___\n", + "clicks = ___\n", + "n_clicks = ___\n", + "print(f\"Number of clicks = {___}\")\n", + "print(f\"Proportion who clicked = {___}\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "_Discussion point_: This model is known as the bias coin flip. \n", + "- Can you see why?\n", + "- Can it be used to model other phenomena?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Galapagos finch beaks" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "You can also calculate such proportions with real-world data. Here we import a dataset of Finch beak measurements from the Galápagos islands. You can find the data [here](https://datadryad.org/resource/doi:10.5061/dryad.9gh90)." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Import and view head of data\n", + "df_12 = pd.read_csv('../../data/finch_beaks_2012.csv')\n", + "df_12.head()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Store lengths in a pandas series\n", + "lengths = ___" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "* What proportion of birds have a beak length > 10 ?" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "p = ___\n", + "p" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Note:** This is the proportion of birds that have beak length $>10$ in your empirical data, not the probability that any bird drawn from the population will have beak length $>10$." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### A proxy for probability\n", + "\n", + "As stated above, we have calculated a proportion, not a probability. As a proxy for the probability, we can simulate drawing random samples (with replacement) from the data seeing how many lengths are > 10 and calculating the proportion (commonly referred to as [hacker statistics](https://speakerdeck.com/jakevdp/statistics-for-hackers)):" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "n_samples = 10000\n", + "___" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Another way to simulate coin-flips" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In the above, you have used the uniform distribution to sample from a series of biased coin flips. I want to introduce you to another distribution that you can also use to do so: the **binomial distribution**.\n", + "\n", + "The **binomial distribution** with parameters $n$ and $p$ is defined as the probability distribution of\n", + "\n", + "> the number of heads seen when flipping a coin $n$ times when with $p(heads)=p$." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Note** that this distribution essentially tells the **story** of a general model in the following sense: if we believe that they underlying process generating the observed data has a binary outcome (affected by disease or not, head or not, 0 or 1, clicked through or not), and that one the of the two outcomes occurs with probability $p$, then the probability of seeing a particular outcome is given by the **binomial distribution** with parameters $n$ and $p$." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Any process that matches the coin flip story is a Binomial process (note that you'll see such coin flips also referred to as Bernoulli trials in the literature). So we can also formulate the story of the Binomial distribution as\n", + "\n", + "> the number $r$ of successes in $n$ Bernoulli trials with probability $p$ of success, is Binomially distributed. " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We'll now use the binomial distribution to answer the same question as above:\n", + "* If P(heads) = 0.7 and you flip the coin ten times, how many heads will come up?\n", + "\n", + "We'll also set the seed to ensure reproducible results." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Set seed\n", + "rng = ___\n", + "\n", + "# Simulate one run of flipping the biased coin 10 times\n", + "___" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Simulating many times to get the distribution\n", + "\n", + "In the above, we have simulated the scenario once. But this only tells us one potential outcome. To see how likely it is to get $n$ heads, for example, we need to simulate it a lot of times and check what proportion ended up with $n$ heads." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Simulate 10,000 run of flipping the biased coin 10 times\n", + "x = ___\n", + "\n", + "# Plot normalized histogram of results\n", + "plt.hist(x, density=True, bins=9);" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "* Group chat: what do you see in the above?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Hands-on" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "- If I flip a biased coin ($P(H)=0.3$) 20 times, what is the probability of 5 or more heads?" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Solution\n", + "___" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "- If I flip a fair coin 20 times, what is the probability of 5 or more heads?" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "___" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "- Plot the normalized histogram of number of heads of the following experiment: flipping a fair coin 10 times." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Plot histogram \n", + "x = ___\n", + "___;" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Note:** you may have noticed that the _binomial distribution_ can take on only a finite number of values, whereas the _uniform distribution_ above can take on any number between $0$ and $1$. These are different enough cases to warrant special mention of this & two different names: the former is called a _probability mass function_ (PMF) and the latter a _probability distribution function_ (PDF). Time permitting, we may discuss some of the subtleties here. If not, all good texts will cover this. I like (Sivia & Skilling, 2006), among many others.\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Question:** \n", + "* Looking at the histogram, can you tell me the probability of seeing 4 or more heads?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Enter the ECDF." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Empirical cumulative distribution functions (ECDFs)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "An ECDF is, as an alternative to a histogram, a way to visualize univariate data that is rich in information. It allows you to visualize all of your data and, by doing so, avoids the very real problem of binning.\n", + "- can plot control plus experiment\n", + "- data plus model!\n", + "- many populations\n", + "- can see multimodality (though less pronounced) -- a mode becomes a point of inflexion!\n", + "- can read off so much: e.g. percentiles.\n", + "\n", + "See Eric Ma's great post on ECDFS [here](https://ericmjl.github.io/blog/2018/7/14/ecdfs/) AND [this twitter thread](https://twitter.com/allendowney/status/1019171696572583936) (thanks, Allen Downey!).\n", + "\n", + "So what is this ECDF? \n", + "\n", + "**Definition:** In an ECDF, the x-axis is the range of possible values for the data & for any given x-value, the corresponding y-value is the proportion of data points less than or equal to that x-value." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Let's define a handy ECDF function that takes in data and outputs $x$ and $y$ data for the ECDF." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "def ecdf(data):\n", + " \"\"\"Compute ECDF for a one-dimensional array of measurements.\"\"\"\n", + " # Number of data points\n", + " n = len(data)\n", + "\n", + " # x-data for the ECDF\n", + " x = np.sort(data)\n", + "\n", + " # y-data for the ECDF\n", + " y = np.arange(1, n+1) / n\n", + "\n", + " return x, y" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Hands-on" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Plot the ECDF for the previous hands-on exercise. Read the answer to the following question off the ECDF: the probability of seeing 4 or more heads?" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Generate x- and y-data for the ECDF\n", + "x_flips, y_flips = ___\n", + "\n", + "# Plot the ECDF\n", + "___;" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## An Aside on Monte Carlo Simulations!" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "> Monte Carlo methods, or Monte Carlo experiments, are a broad class of computational algorithms that rely on repeated random sampling to obtain numerical results. -- [Wikipedia](https://en.wikipedia.org/wiki/Monte_Carlo_method)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Example 1: Estimating $\\pi$\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Consider two shapes: (1) a circle with radius 1 and centre the origin and (2) a square with the same diameter around the circle. Notice two things:\n", + "- The area of the circle is $\\pi$\n", + "- The area of the square is $4$\n", + "This means that the $\\pi$ is equal to 4 times the area of the circle divided by the area of the circle. \n", + "\n", + "So: if we randomly populate the square with points and then count what fraction of them are in the circle (and multiply the result by 4), we'll be able to approximate $\\pi$. So let's do it!" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "rng = np.random.default_rng(42)\n", + "N = 10**5 #number of points\n", + "\n", + "# Generate x, y coordinates\n", + "x = 2*rng.random(N) - 1\n", + "y = 2*rng.random(N) - 1\n", + "\n", + "# Calculate pi\n", + "4*sum(x**2 + y**2 <= 1)/N" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "df = pd.DataFrame({'x': x, 'y': y})\n", + "df.plot.scatter(x='x', y='y');" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "df_sub = df[df.x**2 + df.y**2 <= 1]\n", + "df_sub.plot.scatter(x='x', y='y');" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Example 2: Investors, coincidences, and survivorship bias" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "> Let us use the Monte Carlo \n", + "generator introduced earlier and construct a population of 10,000 \n", + "fictional investment managers... Assume that they each have a perfectly fair \n", + "game; each one has a 50% probability of making 10,000 at the end of \n", + "the year, and a 50% probability of losing 10,000. Let us introduce an \n", + "additional restriction; once a manager has a single bad year, he is \n", + "thrown out of the sample, good-bye and have a nice life. The Monte Carlo generator will toss a coin; heads and the manager will make 10,000 over the year, tails and he will lose 10,000. We run it for the first year. At the end of the year, we expect 5,000 managers to \n", + "be up 10,000 each, and 5,000 to be down 10,000. Now we run the game a second year. Again, we can expect 2,500 managers to be up two years in a row; another year, 1,250; a fourth one, 625; a fifth, 313. \n", + "We have now, simply in a fair game, 313 managers who made money for five years in a row. Out of pure luck. -- [Fooled by Randomness](https://en.wikipedia.org/wiki/Fooled_by_Randomness), Nassim Nicholas Taleb" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "for _ in range(0, 10000):\n", + " x = np.random.binomial(1, 0.5, 1000) - 0.5\n", + " t = np.cumsum(x)\n", + " if (t > 0).all():\n", + " plt.plot(t, alpha=0.1)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 3. PROBABILITY DISTRIBUTIONS AND THEIR STORIES" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Credit:** Thank you to [Justin Bois](http://bois.caltech.edu/) for countless hours of discussion, work and collaboration on thinking about probability distributions and their stories. All of the following is inspired by Justin & his work, if not explicitly drawn from." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "___\n", + "\n", + "In the above, we saw that we could match data-generating processes with binary outcomes to the story of the binomial distribution.\n", + "\n", + "> The Binomial distribution's story is as follows: the number $r$ of successes in $n$ Bernoulli trials with probability $p$ of success, is Binomially distributed. \n", + "\n", + "There are many other distributions with stories also!" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Poisson processes and the Poisson distribution" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In the book [Information Theory, Inference and Learning Algorithms](https://www.amazon.com/Information-Theory-Inference-Learning-Algorithms/dp/0521642981) David MacKay tells the tale of a town called Poissonville, in which the buses have an odd schedule. Standing at a bus stop in Poissonville, the amount of time you have to wait for a bus is totally independent of when the previous bus arrived. This means you could watch a bus drive off and another arrive almost instantaneously, or you could be waiting for hours.\n", + "\n", + "Arrival of buses in Poissonville is what we call a Poisson process. The timing of the next event is completely independent of when the previous event happened. Many real-life processes behave in this way. \n", + "\n", + "* natural births in a given hospital (there is a well-defined average number of natural births per year, and the timing of one birth is independent of the timing of the previous one);\n", + "* Landings on a website;\n", + "* Meteor strikes;\n", + "* Molecular collisions in a gas;\n", + "* Aviation incidents.\n", + "\n", + "Any process that matches the buses in Poissonville **story** is a Poisson process.\n", + "\n", + " " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The number of arrivals of a Poisson process in a given amount of time is Poisson distributed. The Poisson distribution has one parameter, the average number of arrivals in a given length of time. So, to match the story, we could consider the number of hits on a website in an hour with an average of six hits per hour. This is Poisson distributed." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Generate Poisson-distributed data\n", + "rng = ___\n", + "samples = ___\n", + "\n", + "# Plot histogram\n", + "plt.hist(samples, bins=21);" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Question:** Does this look like anything to you?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In fact, the Poisson distribution is the limit of the Binomial distribution for low probability of success and large number of trials, that is, for rare events. " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "To see this, think about the stories. Picture this: you're doing a Bernoulli trial once a minute for an hour, each with a success probability of 0.05. We would do 60 trials, and the number of successes is Binomially distributed, and we would expect to get about 3 successes. This is just like the Poisson story of seeing 3 buses on average arrive in a given interval of time. Thus the Poisson distribution with arrival rate equal to np approximates a Binomial distribution for n Bernoulli trials with probability p of success (with n large and p small). This is useful because the Poisson distribution can be simpler to work with as it has only one parameter instead of two for the Binomial distribution." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Hands-on" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Plot the ECDF of the Poisson-distributed data that you generated above." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Generate x- and y-data for the ECDF\n", + "x_p, y_p = ___\n", + "\n", + "# Plot the ECDF\n", + "___;" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Example Poisson distribution: field goals attempted per game" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "This section is explicitly taken from the great work of Justin Bois. You can find more [here](https://github.com/justinbois/dataframed-plot-examples/blob/master/lebron_field_goals.ipynb)." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Let's first remind ourselves of the story behind the Poisson distribution.\n", + "> The number of arrivals of a Poisson processes in a given set time interval is Poisson distributed.\n", + "\n", + "To quote Justin Bois:\n", + "\n", + "> We could model field goal attempts in a basketball game using a Poisson distribution. When a player takes a shot is a largely stochastic process, being influenced by the myriad ebbs and flows of a basketball game. Some players shoot more than others, though, so there is a well-defined rate of shooting. Let's consider LeBron James's field goal attempts for the 2017-2018 NBA season." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "First thing's first, the data ([from here](https://www.basketball-reference.com/players/j/jamesle01/gamelog/2018)):" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "fga = [19, 16, 15, 20, 20, 11, 15, 22, 34, 17, 20, 24, 14, 14, \n", + " 24, 26, 14, 17, 20, 23, 16, 11, 22, 15, 18, 22, 23, 13, \n", + " 18, 15, 23, 22, 23, 18, 17, 22, 17, 15, 23, 8, 16, 25, \n", + " 18, 16, 17, 23, 17, 15, 20, 21, 10, 17, 22, 20, 20, 23, \n", + " 17, 18, 16, 25, 25, 24, 19, 17, 25, 20, 20, 14, 25, 26, \n", + " 29, 19, 16, 19, 18, 26, 24, 21, 14, 20, 29, 16, 9]" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "To show that this LeBron's attempts are ~ Poisson distributed, you're now going to plot the ECDF and compare it with the the ECDF of the Poisson distribution that has the mean of the data (technically, this is the maximum likelihood estimate)." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## HANDS ON" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Generate the x and y values for the ECDF of LeBron's field attempt goals." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Generate x & y data for ECDF\n", + "x_ecdf, y_ecdf = ___" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now we'll draw samples out of a Poisson distribution to get the theoretical ECDF (that is, simulating the model), plot it with the ECDF of the data and see how they look." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Number of times we simulate the model\n", + "n_reps = 1000\n", + "\n", + "# Plot ECDF of data\n", + "plt.plot(x_ecdf, y_ecdf, '.', color='black');\n", + "\n", + "# Plot ECDF of model\n", + "for _ in range(n_reps):\n", + " samples = ___\n", + " x_theor, y_theor = ___\n", + " plt.plot(x_theor, y_theor, '.', alpha=0.01, color='lightgray');\n", + "\n", + "\n", + "# Label your axes\n", + "plt.xlabel('field goal attempts')\n", + "plt.ylabel('ECDF');" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "You can see from the ECDF that LeBron's field goal attempts per game are ~ Poisson distributed." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Example: Death by horse kick\n", + "\n", + "To show off our new skills, let's look at one of the more infamous examples of a Poisson distribution! In 1898, Ladislaus Bortkiewicz, a Russian economist and statistician, published a book called _The Law of Small Numbers_. It was about Poisson distributions and in it Bortkiewicz showed the number of soldiers kicked to death by horses each year in the French cavalry corps is Poisson distributed. This dataset has stood the test of time and holds up well as an example of Poisson-distributed data. To see this, let's first import the data and check it out (data from [here](https://www.randomservices.org/random/data/HorseKicks.html)):" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "df = pd.read_csv('../../data/Prussion Horse-Kick Data.csv')\n", + "df.head()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Let's now get it into a form of total number of kicks each year:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "df['kicks'] = df.drop(['Year'], axis=1).sum(axis=1)\n", + "kicks = df['kicks']\n", + "kicks.head()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We plot the ECDF of the dataset:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Generate x & y data for ECDF\n", + "x_ecdf, y_ecdf = ecdf(np.array(kicks))\n", + "# Plot the ECDF\n", + "plt.plot(x_ecdf, y_ecdf, marker='.', linestyle='none');" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now let's simulate the Poisson model and see how our simulation looks, when plotted with the data:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Number of times we simulate the model\n", + "n_reps = 1000\n", + "\n", + "# Plot ECDF of data\n", + "plt.plot(x_ecdf, y_ecdf, '.', color='black');\n", + "\n", + "# Plot ECDF of model\n", + "for _ in range(n_reps):\n", + " samples = rng.poisson(np.mean(kicks), size=len(kicks))\n", + " x_theor, y_theor = ecdf(samples)\n", + " plt.plot(x_theor, y_theor, '.', alpha=0.01, color='lightgray');\n", + "\n", + "\n", + "# Label your axes\n", + "plt.xlabel('Number of Deaths by Kick')\n", + "plt.ylabel('ECDF');" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "This looks good! The ECDFs are evidence for our data being Poisson distributed and for the process of being kicked to death by a horse being a Poisson process.\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Exponential distribution" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We've encountered a variety of named _discrete distributions_. There are also named _continuous distributions_, such as the exponential distribution and the normal (or Gaussian) distribution. To see what the story of the exponential distribution is, let's return to Poissonville, in which the number of buses that will arrive per hour are Poisson distributed.\n", + "However, the waiting time between arrivals of a Poisson process are exponentially distributed.\n", + "\n", + "So: the exponential distribution has the following story: the waiting time between arrivals of a Poisson process are exponentially distributed. It has a single parameter, the mean waiting time. This distribution is not peaked, as we can see from its PDF.\n", + "\n", + "For an illustrative example, lets check out the time between all incidents involving nuclear power since 1974. It's a reasonable first approximation to expect incidents to be well-modeled by a Poisson process, which means the timing of one incident is independent of all others. If this is the case, the time between incidents should be exponentially distributed.\n", + "\n", + "\n", + "To see if this story is credible, we can plot the ECDF of the data with the CDF that we'd get from an exponential distribution with the sole parameter, the mean, given by the mean inter-incident time of the data.\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Load nuclear power accidents data & create array of inter-incident times\n", + "df = pd.read_csv('../../data/nuclear_power_accidents.csv')\n", + "df.Date = pd.to_datetime(df.Date)\n", + "df = df[df.Date >= pd.to_datetime('1974-01-01')]\n", + "inter_times = np.diff(np.sort(df.Date)).astype(float) / 1e9 / 3600 / 24" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Compute mean and sample from exponential\n", + "mean = ___\n", + "samples = ___\n", + "\n", + "# Compute ECDFs for sample & model\n", + "x, y = ___\n", + "x_theor, y_theor = ___" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Plot sample & model ECDFs\n", + "plt.plot(x_theor, y_theor);\n", + "plt.plot(x, y, marker='.', linestyle='none');" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We see that the data is close to being Exponentially distributed, which means that we can model the nuclear incidents as a Poisson process." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Normal distribution" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The normal distribution, also known as the Gaussian or Bell Curve, appears everywhere. There are many reasons for this. One is the following:\n", + "\n", + "> When doing repeated measurements, we expect them to be normally distributed, owing to the many subprocesses that contribute to a measurement. This is because (a formulation of the Central Limit Theorem) **any quantity that emerges as the sum of a large number of subprocesses tends to be Normally distributed** provided none of the subprocesses is very broadly distributed.\n", + "\n", + "Now it's time to see if this holds for the measurements of the speed of light in the famous Michelson–Morley experiment:" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Below, I'll plot the histogram with a Gaussian curve fitted to it. Even if that looks good, though, that could be due to binning bias. SO then you'll plot the ECDF of the data and the CDF of the model!" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Load data, plot histogram \n", + "import scipy.stats as st\n", + "df = pd.read_csv('../../data/michelson_speed_of_light.csv')\n", + "df = df.rename(columns={'velocity of light in air (km/s)': 'c'})\n", + "c = df.c.values\n", + "x_s = np.linspace(299.6, 300.1, 400) * 1000\n", + "plt.plot(x_s, st.norm.pdf(x_s, c.mean(), c.std(ddof=1)))\n", + "plt.hist(c, bins=9, density=True)\n", + "plt.xlabel('speed of light (km/s)')\n", + "plt.ylabel('PDF')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## HANDS ON" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Get speed of light measurement + mean & standard deviation\n", + "michelson_speed_of_light = df.c.values\n", + "mean = np.mean(michelson_speed_of_light)\n", + "std = np.std(michelson_speed_of_light, ddof=1)\n", + "\n", + "# Generate normal samples w/ mean, std of data\n", + "samples = ___\n", + "\n", + "# Generate data ECDF & model CDF\n", + "x, y = ___\n", + "x_theor, y_theor = ___\n", + "\n", + "# Plot data & model (E)CDFs\n", + "_ = plt.plot(x_theor, y_theor)\n", + "_ = plt.plot(x, y, marker='.', linestyle='none')\n", + "_ = plt.xlabel('speed of light (km/s)')\n", + "_ = plt.ylabel('CDF')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Some of you may ask but is the data really normal? I urge you to check out Allen Downey's post [_Are your data normal? Hint: no._ ](http://allendowney.blogspot.com/2013/08/are-my-data-normal.html)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 4. Joint Probability & Conditional Probability" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Joint Probability" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We have already encountered joint probabilities above, perhaps without knowing it: $P(A,B)$ is the probability two events $A$ and $B$ _both_ occurring.\n", + "* For example, getting two heads in a row.\n", + "\n", + "If $A$ and $B$ are independent, then $P(A,B)=P(A)P(B)$ but be warned: this is not always (or often) the case.\n", + "\n", + "One way to think of this is considering \"AND\" as multiplication: the probability of A **and** B is the probability of A **multiplied** by the probability of B." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### HANDS-ON: JOINT PROBABILITY COIN FLIPPING" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Verify that $P(A,B)=P(A)P(B)$ in the two fair coin-flip case (A=heads, B=heads) by \n", + "- first simulating two coins being flipped together and calculating the proportion of occurences with two heads;\n", + "- then simulating one coin flip and calculating the proportion of heads and then doing that again and multiplying the two proportions.\n", + "\n", + "Your two calculations should give \"pretty close\" results and not the same results due to the (in)accuracy of simulation. " + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Solution: Calculate P(A,B)\n", + "x_0 = np.random.binomial(2, 0.5, 10000)\n", + "p_ab = sum(x_0==2)/len(x_0)\n", + "plt.hist(x_0);\n", + "print(p_ab)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Solution: Calculate P(A)P(B)\n", + "x_1 = np.random.binomial(1, 0.5, 10000)\n", + "x_2 = np.random.binomial(1, 0.5, 10000)\n", + "p_a = sum(x_1 == 1)/len(x_1)\n", + "p_b = sum(x_2 == 1)/len(x_2)\n", + "p_a*p_b" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Note:** In order to use such simulation and _hacker statistics_ approaches to \"prove\" results such as the above, we're gliding over several coupled and deep technicalities. This is in the interests of the pedagogical nature of this introduction. For the sake of completeness, we'll mention that we're essentially\n", + "- Using the proportion in our simulations as a proxy for the probability (which, although Frequentist, is useful to allow you to start getting your hands dirty with probability via simluation).\n", + "\n", + "Having stated this, for ease of instruction, we'll continue to do so when thinking about joint & conditional probabilities of both simulated and real data. " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### HANDS-ON: joint probability for birds" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "What is the probability that two randomly selected birds have beak depths over 10 ?" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Calculate P(A)P(B) of two birds having beak lengths > 10\n", + "p_a = ___\n", + "p_b = ___\n", + "p_a*p_b" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "* Calculate the joint probability using the resampling method, that is, by drawing random samples (with replacement) from the data. First calculate $P(A)P(B)$:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Calculate P(A)P(B) using resampling methods\n", + "n_samples = 100000\n", + "p_a = sum(___)/n_samples\n", + "p_a*p_b" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now calculate $P(A,B)$:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Calculate P(A,B) using resampling methods\n", + "n_samples = 100000\n", + "samples = np.random.choice(lengths, (n_samples,2), replace=True)\n", + "_ = samples > (10, 10)\n", + "p_ab = sum(np.prod(_, axis=1))/n_samples\n", + "p_ab" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Task:** Interpret the results of your simulations." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Conditional Probability" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now that we have a grasp on joint probabilities, lets consider conditional probabilities, that is, the probability of some $A$, knowing that some other $B$ is true. We use the notation $P(A|B)$ to denote this. For example, you can ask the question \"What is the probability of a finch beak having depth $<10$, knowing that the finch is of species 'fortis'?\"" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### Example: conditional probability for birds" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "1. What is the probability of a finch beak having depth > 10 ?\n", + "2. What if we know the finch is of species 'fortis'?\n", + "3. What if we know the finch is of species 'scandens'?" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "___" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "df_fortis = df_12.loc[df_12['species'] == 'fortis']\n", + "___" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "df_scandens = df_12.loc[df_12['species'] == 'scandens']\n", + "___" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Note:** These proportions are definitely different. We can't say much more currently but we'll soon see how to use hypothesis testing to see what else we can say about the differences between the species of finches." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Joint and conditional probabilities\n", + "\n", + "Conditional and joint probabilites are related by the following:\n", + "$$ P(A,B) = P(A|B)P(B)$$" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Homework exercise for the avid learner:** verify the above relationship using simulation/resampling techniques in one of the cases above." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Hands on example: drug testing" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Question:** Suppose that a test for using a particular drug has 99% sensitivity (true positive rate) and 99% specificity (true negative rate), that is, a 1% false positive rate and 1% false negative rate. Suppose that 0.5% (5 in 1,000) of people are users of the drug. What is the probability that a randomly selected individual with a positive test is a drug user?\n", + "\n", + "**If we can answer this, it will be really cool as it shows how we can move from knowing $P(+|user)$ to $P(user|+)$, a MVP for being able to move from $P(data|model)$ to $P(model|data)$.**" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In the spirit of this workshop, it's now time to harness your computational power and the intuition of simulation to solve this drug testing example. \n", + "\n", + "* Before doing so, what do you think the answer to the question _\"What is the probability that a randomly selected individual with a positive test is a drug user?\"_ is? Write down your guess." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Take 10,000 subjects\n", + "n = 100000\n", + "# Sample for number of users, non-users\n", + "users = ___\n", + "non_users = ___" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# How many of these users tested +ve ?\n", + "u_pos = ___\n", + "# How many of these non-users tested +ve ?\n", + "non_pos = ___" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# how many of those +ve tests were for users?\n", + "u_pos/(u_pos+non_pos)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Discussion**: What you have been able to do here is to solve the following problem: you knew $P(+|user)=0.99$, but you were trying to figure out $P(user|+)$. Is the answer what you expected? If not, why not? \n", + "\n", + "If you were surprised at the answer, that's not too surprising: you've experienced the [base rate fallacy](https://en.wikipedia.org/wiki/Base_rate_fallacy). The base rate of 99% true positive may lead one to think that most positive tests will be of users, however the vast majority of the overall population are non-users, which means that there will be more that test positive incorrectly than one would otherwise expect.\n", + "\n", + "**Key note:** This is related to the serious scientific challenge posed at the beginning here: if you know the underlying parameters/model, you can figure out the distribution and the result, but often we have only the experimental result and we're trying to figure out the most appropriate model and parameters.\n", + "\n", + "It is Bayes' Theorem that lets us move between these." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 5. Bayes' Theorem\n", + "\n", + "$$P(B|A) = \\frac{P(A|B)P(B)}{P(A)}$$" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "As you may have guessed, it is Bayes' Theorem that will allow us to move back and forth between $P(data|model)$ and $P(model|data)$. As we have seen, $P(model|data)$ is usually what we're interested in as data scientists yet $P(data|model)$ is what we can easily compute, either by simulating our model or using analytic equations." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**One of the coolest things:** Bayes Theorem can be proved with a few lines of mathematics. Your instructor will do this on the chalk/white-board now." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Bayes Theorem solves the above drug testing problem\n", + "\n", + "Bayes Theorem can be used to analytically derive the solution to the 'drug testing' example above as follows." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "From Bayes Theorem, \n", + "\n", + "$$P(user|+) = \\frac{P(+|user)P(user)}{P(+)}$$\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We can expand the denominator here into \n", + "\n", + "$$P(+) = P(+,user) + P(+,non-user) $$\n", + "\n", + "so that\n", + "\n", + "$$ P(+)=P(+|user)P(user) + P(+|non-user)P(non-user)$$\n", + "\n", + "and \n", + "\n", + "$$P(user|+) = \\frac{P(+|user)P(user)}{P(+|user)P(user) + P(+|non-user)P(non-user)}$$." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Calculating this explicitly yields\n", + "\n", + "$$P(user|+) = \\frac{0.99\\times 0.005}{0.99\\times 0.005 + 0.01\\times 0.995} = 0.332 $$" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "This means that if an individual tests positive, there is still only a 33.2% chance that they are a user! This is because the number of non-users is so high compared to the number of users." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Coming up: from Bayes Theorem to Bayesian Inference!" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.5" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/notebooks/SciPy-2022/02-Instructor-PPL-first-steps.ipynb b/notebooks/SciPy-2022/02-Instructor-PPL-first-steps.ipynb new file mode 100644 index 0000000..505c6df --- /dev/null +++ b/notebooks/SciPy-2022/02-Instructor-PPL-first-steps.ipynb @@ -0,0 +1,2046 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "e7455101", + "metadata": {}, + "source": [ + "# Parameter estimation and hypothesis testing" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "3fe95357", + "metadata": {}, + "outputs": [], + "source": [ + "#Import packages\n", + "import numpy as np\n", + "import pandas as pd\n", + "import seaborn as sns\n", + "import matplotlib.pyplot as plt\n", + "import pymc as pm\n", + "from ipywidgets import interact\n", + "import arviz as az\n", + "%matplotlib inline\n", + "sns.set()" + ] + }, + { + "cell_type": "markdown", + "id": "c4986782", + "metadata": {}, + "source": [ + "## Learning Objectives of Part 2" + ] + }, + { + "cell_type": "markdown", + "id": "2bceb679", + "metadata": {}, + "source": [ + "1. Understand what priors, likelihoods and posteriors are;\n", + "2. Use random sampling for parameter estimation to appreciate the relationship between sample size & the posterior distribution, along with the effect of the prior;\n", + "3. Use probabilistic programming for parameter estimation;\n", + "4. Use probabilistic programming for hypothesis testing." + ] + }, + { + "cell_type": "markdown", + "id": "0b36a7b7", + "metadata": {}, + "source": [ + "## 1. From Bayes Theorem to Bayesian Inference" + ] + }, + { + "cell_type": "markdown", + "id": "74bc9b18", + "metadata": {}, + "source": [ + "Let's say that we flip a biased coin several times and we want to estimate the probability of heads from the number of heads we saw. Statistical intuition tells us that our best estimate of $p(heads)=$ number of heads divided by total number of flips.\n", + "\n", + "However, \n", + "\n", + "1. It doesn't tell us how certain we can be of that estimate and\n", + "2. This type of intuition doesn't extend to even slightly more complex examples.\n", + "\n", + "Bayesian inference helps us here. We can calculate the probability of a particular $p=p(H)$ given data $D$ by setting $A$ in Bayes Theorem equal to $p$ and $B$ equal to $D$." + ] + }, + { + "cell_type": "markdown", + "id": "ba3a94e6", + "metadata": {}, + "source": [ + "\n", + "$$P(p|D) = \\frac{P(D|p)P(p)}{P(D)} $$\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "id": "fefaf145", + "metadata": {}, + "source": [ + "In this equation, we call $P(p)$ the prior (distribution), $P(D|p)$ the likelihood and $P(p|D)$ the posterior (distribution). The intuition behind the nomenclature is as follows: the prior is the distribution containing our knowledge about $p$ prior to the introduction of the data $D$ & the posterior is the distribution containing our knowledge about $p$ after considering the data $D$." + ] + }, + { + "cell_type": "markdown", + "id": "23ef0379", + "metadata": {}, + "source": [ + "**Note** that we're _overloading_ the term _probability_ here. In fact, we have 3 distinct usages of the word:\n", + "- The probability $p$ of seeing a head when flipping a coin;\n", + "- The resulting binomial probability distribution $P(D|p)$ of seeing the data $D$, given $p$;\n", + "- The prior & posterior probability distributions of $p$, encoding our _uncertainty_ about the value of $p$." + ] + }, + { + "cell_type": "markdown", + "id": "b2bc8b36", + "metadata": {}, + "source": [ + "**Key concept:** We only need to know the posterior distribution $P(p|D)$ up to multiplication by a constant at the moment: this is because we really only care about the values of $P(p|D)$ relative to each other – for example, what is the most likely value of $p$? To answer such questions, we only need to know what $P(p|D)$ is proportional to, as a function of $p$. Thus we don’t currently need to worry about the term $P(D)$. In fact,\n", + "\n", + "$$P(p|D) \\propto P(D|p)P(p) $$\n", + "\n", + "**Note:** What is the prior? Really, what do we know about $p$ before we see any data? Well, as it is a probability, we know that $0\\leq p \\leq1$. If we haven’t flipped any coins yet, we don’t know much else: so it seems logical that all values of $p$ within this interval are equally likely, i.e., $P(p)=1$, for $0\\leq p \\leq1$. This is known as an uninformative prior because it contains little information (there are other uninformative priors we may use in this situation, such as the Jeffreys prior, to be discussed later). People who like to hate on Bayesian inference tend to claim that the need to choose a prior makes Bayesian methods somewhat arbitrary, but as we’ll now see, if you have enough data, the likelihood dominates over the prior and the latter doesn’t matter so much." + ] + }, + { + "cell_type": "markdown", + "id": "70e4473f", + "metadata": {}, + "source": [ + "\n", + "**Essential remark:** we get the whole distribution of $P(p|D)$, not merely a point estimate plus errors bars, such as [95% confidence intervals](http://andrewgelman.com/2018/07/04/4th-july-lets-declare-independence-95/).\n" + ] + }, + { + "cell_type": "markdown", + "id": "a50058d7", + "metadata": {}, + "source": [ + "## 2. Bayesian parameter estimation I: flip those coins" + ] + }, + { + "cell_type": "markdown", + "id": "71043234", + "metadata": {}, + "source": [ + "Now let's generate some coin flips and try to estimate $p(H)$. Two notes:\n", + "- given data $D$ consisting of $n$ coin tosses & $k$ heads, the likelihood function is given by $L:=P(D|p) \\propto p^k(1-p)^{n-k}$;\n", + "- given a uniform prior, the posterior is proportional to the likelihood." + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "773686af", + "metadata": {}, + "outputs": [], + "source": [ + "def plot_posterior(p=0.6, N=0):\n", + " \"\"\"Plot the posterior given a uniform prior; Bernoulli trials\n", + " with probability p; sample size N\"\"\"\n", + " rng = np.random.default_rng(42)\n", + " # Flip coins \n", + " n_successes = rng.binomial(N, p)\n", + " # X-axis for PDF\n", + " x = np.linspace(0, 1, 100)\n", + " # Prior\n", + " prior = 1\n", + " # Compute posterior, given the likelihood (analytic form)\n", + " posterior = x**n_successes*(1-x)**(N-n_successes)*prior\n", + " posterior /= np.max(posterior) # so that peak always at 1\n", + " plt.plot(x, posterior)\n", + " plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "96d8f89c", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plot_posterior(N=10)" + ] + }, + { + "cell_type": "markdown", + "id": "cf55623b", + "metadata": {}, + "source": [ + "* Now use the great ipywidget interact to check out the posterior as you generate more and more data (you can also vary $p$):" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "7781ed6d", + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "dc4a07bf379548f598e4eb2442196f05", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "interactive(children=(FloatSlider(value=0.6, description='p', max=1.0, step=0.01), IntSlider(value=0, descript…" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "interact(plot_posterior, p=(0, 1, 0.01), N=(0, 1500));" + ] + }, + { + "cell_type": "markdown", + "id": "24503e17", + "metadata": {}, + "source": [ + "**Notes for discussion:**\n", + "\n", + "* as you generate more and more data, your posterior gets narrower, i.e. you get more and more certain of your estimate.\n", + "* you need more data to be certain of your estimate when $p=0.5$, as opposed to when $p=0$ or $p=1$. " + ] + }, + { + "cell_type": "markdown", + "id": "fd3da81b", + "metadata": {}, + "source": [ + "### The choice of the prior" + ] + }, + { + "cell_type": "markdown", + "id": "26eac036", + "metadata": {}, + "source": [ + "You may have noticed that we needed to choose a prior and that, in the small to medium data limit, this choice can affect the posterior. We'll briefly introduce several types of priors and then you'll use one of them for the example above to see the effect of the prior:\n", + "\n", + "- **Informative priors** express specific, definite information about a variable, for example, if we got a coin from the mint, we may use an informative prior with a peak at $p=0.5$ and small variance. \n", + "- **Weakly informative priors** express partial information about a variable, such as a peak at $p=0.5$ (if we have no reason to believe the coin is biased), with a larger variance.\n", + "- **Uninformative priors** express no information about a variable, except what we know for sure, such as knowing that $0\\leq p \\leq1$.\n", + "\n", + "Now you may think that the _uniform distribution_ is uninformative, however, what if I am thinking about this question in terms of the probability $p$ and Eric Ma is thinking about it in terms of the _odds ratio_ $r=\\frac{p}{1-p}$? Eric rightly feels that he has no prior knowledge as to what this $r$ is and thus chooses the uniform prior on $r$.\n", + "\n", + "With a bit of algebra (transformation of variables), we can show that choosing the uniform prior on $p$ amounts to choosing a decidedly non-uniform prior on $r$ and vice versa. So Eric and I have actually chosen different priors, using the same philosophy. How do we avoid this happening? Enter the **Jeffreys prior**, which is an uninformative prior that solves this problem. You can read more about the Jeffreys prior [here](https://en.wikipedia.org/wiki/Jeffreys_prior) & in your favourite Bayesian text book (Sivia gives a nice treatment). \n", + "\n", + "In the binomial (coin flip) case, the Jeffreys prior is given by $P(p) = \\frac{1}{\\sqrt{p(1-p)}}$.\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "id": "b4b704b9", + "metadata": {}, + "source": [ + "#### Hands-on" + ] + }, + { + "cell_type": "markdown", + "id": "f2d4d581", + "metadata": {}, + "source": [ + "* Create an interactive plot like the one above, except that it has two posteriors on it: one for the uniform prior, another for the Jeffries prior." + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "d733a309", + "metadata": {}, + "outputs": [], + "source": [ + "# Solution\n", + "def plot_posteriors(p=0.6, N=0):\n", + " rng = np.random.default_rng(42)\n", + " n_successes = rng.binomial(N, p)\n", + " x = np.linspace(0.01, 0.99, 100)\n", + " posterior1 = x**n_successes*(1-x)**(N-n_successes) # w/ uniform prior\n", + " posterior1 /= np.max(posterior1) # so that peak always at 1\n", + " plt.plot(x, posterior1, label='Uniform prior')\n", + " jp = np.sqrt(x*(1-x))**(-1) # Jeffreys prior\n", + " posterior2 = posterior1*jp # w/ Jeffreys prior\n", + " posterior2 /= np.max(posterior2) # so that peak always at 1 (not quite correct to do; see below)\n", + " plt.plot(x, posterior2, label='Jeffreys prior')\n", + " plt.legend()\n", + " plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "f361cd76", + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "7ed3ec1a3c7e4e25abba1b8743aa3401", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "interactive(children=(FloatSlider(value=0.6, description='p', max=1.0, step=0.01), IntSlider(value=0, descript…" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "interact(plot_posteriors, p=(0, 1, 0.01), N=(0, 100));" + ] + }, + { + "cell_type": "markdown", + "id": "3a638a78", + "metadata": {}, + "source": [ + "**Question:** What happens to the posteriors as you generate more and more data?" + ] + }, + { + "cell_type": "markdown", + "id": "584d0c7f", + "metadata": {}, + "source": [ + "# The Bayesian Workflow OR A Taste of Probabilistic Programming" + ] + }, + { + "cell_type": "markdown", + "id": "746c0e43", + "metadata": {}, + "source": [ + "## Bayesian parameter estimation using PyMC" + ] + }, + { + "cell_type": "markdown", + "id": "9646506f", + "metadata": {}, + "source": [ + "Now it's time to generalize our new skills and build on them by learning the basics of probabilistic programming using PyMC. To this end, let's recap the general workflow. \n", + "\n", + "In the basics of Bayesian model building, the steps are\n", + "1. To completely specify the model in terms of _probability distributions_. This includes specifying \n", + " - what the form of the sampling distribution of the data is _and_ \n", + " - what form describes our _uncertainty_ in the unknown parameters.\n", + "2. Calculate the _posterior distribution_.\n", + "\n", + "In Chapter 5 and 6's biased coin flipping example, the form of the sampling distribution of the data was Binomial (described by the likelihood) and the uncertainty around the unknown parameter $p$ captured by the prior (we used both the uniform and the Jeffreys priors)." + ] + }, + { + "cell_type": "markdown", + "id": "0219c936", + "metadata": {}, + "source": [ + "Now it is time to do the same using the **probabilistic programming language** PyMC. There's _loads of cool stuff_ about PyMC and this paradigm, two of which are\n", + "- _probabililty distributions_ are first class citizens, in that we can assign them to variables and use them intuitively to mirror how we think about priors, likelihoods & posteriors.\n", + "- PyMC calculates the posterior for us!\n", + "\n", + "Under the hood, PyMC will compute the posterior using a sampling based approach called Markov Chain Monte Carlo (MCMC) or Variational Inference. Check the [PyMC3 docs](https://docs.pymc.io/) for more on these. \n", + "\n", + "But now, it's time to bust out some MCMC and get sampling!" + ] + }, + { + "cell_type": "markdown", + "id": "7e61261a", + "metadata": {}, + "source": [ + "### Parameter estimation I: click-through rate" + ] + }, + { + "cell_type": "markdown", + "id": "f4bbcbe9", + "metadata": {}, + "source": [ + "A common experiment in tech data science is to test a product change and see how it affects a metric that you're interested in. Say that I don't think enough people are clicking a button on my website & I hypothesize that it's because the button is a similar color to the background of the page. Then I can set up two pages and send some people to each: the first the original page, the second a page that is identical, except that it has a button that is of higher contrast and see if more people click through. This is commonly referred to as an A/B test and the metric of interest is click-through rate (CTR), what proportion of people click through. Before even looking at two rates, let's use PyMC to estimate one.\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "id": "0c65a818", + "metadata": {}, + "source": [ + "First lets generate click-through data, given a CTR $p_a=0.15$." + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "80856865", + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np\n", + "import pandas as pd\n", + "import seaborn as sns\n", + "import matplotlib.pyplot as plt\n", + "import pymc as pm\n", + "import arviz as az\n", + "from IPython.display import display_png\n", + "\n", + "%matplotlib inline\n", + "sns.set()" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "63addb01", + "metadata": {}, + "outputs": [], + "source": [ + "def ecdf(data):\n", + " \"\"\"Compute ECDF for a one-dimensional array of measurements.\"\"\"\n", + " # Number of data points\n", + " n = len(data)\n", + "\n", + " # x-data for the ECDF\n", + " x = np.sort(data)\n", + "\n", + " # y-data for the ECDF\n", + " y = np.arange(1, n+1) / n\n", + "\n", + " return x, y" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "ed207995", + "metadata": {}, + "outputs": [], + "source": [ + "# click-through rates\n", + "rng = np.random.default_rng(42)\n", + "p_a = 0.15\n", + "N = 150\n", + "n_successes_a = rng.binomial(N, p_a)" + ] + }, + { + "cell_type": "markdown", + "id": "ab440e3f", + "metadata": {}, + "source": [ + "Now it's time to build our probability model. Noticing that our model of having a constant CTR resulting in click or not is a biased coin flip,\n", + "- the sampling distribution is binomial and we need to encode this in the likelihood;\n", + "- there is a single parameter $p$ that we need to describe the uncertainty around, using a prior and we'll use a uniform prior for this.\n", + "\n", + "These are the ingredients for the model so let's now build it:" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "c9b8ec89", + "metadata": {}, + "outputs": [], + "source": [ + "# Build model of p_a\n", + "with pm.Model() as model:\n", + " # Prior on p\n", + " prob = pm.Uniform('p')\n", + " # Binomial Likelihood\n", + " y = pm.Binomial('y', n=N, p=prob, observed=n_successes_a)\n" + ] + }, + { + "cell_type": "markdown", + "id": "4572d1e8", + "metadata": {}, + "source": [ + "Now that we've done the hard work of building our model, \n", + "let's visualize the model graph using `graphviz`.\n", + "In our case, the graph will look simple\n", + "because our model doesn't have too many moving parts.\n", + "That said, being able to see the model graph is awesome\n", + "and will introduce you with a tool\n", + "that will help visualizing more complex models in the future." + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "eea5ba3e", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n" + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "gv = pm.model_graph.model_to_graphviz(model)\n", + "display_png(gv)" + ] + }, + { + "cell_type": "markdown", + "id": "83dbcf30", + "metadata": {}, + "source": [ + "It's now time to sample from the posterior using PyMC. You'll also then plot the posterior:" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "74eb5aeb", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Auto-assigning NUTS sampler...\n", + "Initializing NUTS using jitter+adapt_diag...\n", + "Multiprocess sampling (4 chains in 4 jobs)\n", + "NUTS: [p]\n" + ] + }, + { + "data": { + "text/html": [ + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "\n", + "
\n", + " \n", + " 100.00% [12000/12000 00:01<00:00 Sampling 4 chains, 0 divergences]\n", + "
\n", + " " + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Sampling 4 chains for 1_000 tune and 2_000 draw iterations (4_000 + 8_000 draws total) took 12 seconds.\n", + "Auto-assigning NUTS sampler...\n", + "Initializing NUTS using jitter+adapt_diag...\n", + "Multiprocess sampling (4 chains in 4 jobs)\n", + "NUTS: [p]\n", + "Sampling 4 chains for 1_000 tune and 1_000 draw iterations (4_000 + 4_000 draws total) took 11 seconds.\n" + ] + } + ], + "source": [ + "with model:\n", + " samples = pm.sample(2000, return_inferencedata=True)\n", + " # We're also sampling the prior/posterior predictives,\n", + " # which we'll introduce and explain below\n", + " idata = pm.sample_prior_predictive(model=model)\n", + " idata.extend(pm.sample(progressbar=False))\n", + " idata.extend(pm.sample_posterior_predictive(idata, progressbar=False))\n" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "dd7c758c", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Posterior samples of $p$, the click-through rate, having seen the data.\n", + "with model:\n", + " az.plot_posterior(samples, kind='hist');" + ] + }, + { + "cell_type": "markdown", + "id": "f9624a26", + "metadata": {}, + "source": [ + "#### Predictive checks and traceplots" + ] + }, + { + "cell_type": "markdown", + "id": "d19bbfb7", + "metadata": {}, + "source": [ + "Let's now introduce 3 diagnostic tools, which will come in handy when building models:\n", + "\n", + "- prior predictive check,\n", + "- posterior predictive check, and\n", + "- traceplots." + ] + }, + { + "cell_type": "markdown", + "id": "cff36d2d", + "metadata": {}, + "source": [ + "**Prior predictive checks** essentially generate samples of the data\n", + "based on your specified priors without looking at the actual data.\n", + "They help you check whether your priors are sensible distributions,\n", + "or if they have the potential to generate wildly unreasonable data.\n", + "Let's plot the prior predictive check ECDF for our model above:" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "5c0357ab", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Prior predictive samples for observed data.\n", + "# Generate x & y data for ECDF\n", + "x_ecdf, y_ecdf = ecdf(idata.prior_predictive[\"y\"].data.flatten())\n", + "# Plot the ECDF\n", + "plt.plot(x_ecdf, y_ecdf, marker='.', linestyle='none');\n", + "plt.xlabel(\"Number of Clicks\")\n", + "plt.ylabel(\"Cumulative Fraction\");" + ] + }, + { + "cell_type": "markdown", + "id": "963191fa", + "metadata": {}, + "source": [ + "Now, we have to ask the question: Does this prior predictive check look sensible?\n", + "This question is both qualitative and quantitative.\n", + "Qualitatively, it looks extremely similar to a uniform distribution's CDF.\n", + "Quantitatively, its lower bound $0$ and upper bound $150$ are what we expect.\n", + "We know that we are sampling the number of click throughs\n", + "out of a total number of 150 website landings\n", + "so this prior distribution looks pretty good!\n", + "\n", + "Counterfactually, we would be concerned if there negative values _or_ values over $150$,\n", + "as they would violate what we assume about our data-generating processes.\n", + "In the next example, we'll see how red flags in our prior predictive check\n", + "can lead us to alter our priors." + ] + }, + { + "cell_type": "markdown", + "id": "c38e389e", + "metadata": {}, + "source": [ + "The *posterior* predictive check samples our posterior distribution of data so we would expect it to look something like our actual data. Let's check it out, in this example:" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "83645f69", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Generate x & y data for ECDF\n", + "x_ecdf, y_ecdf = ecdf(idata.posterior_predictive[\"y\"].data.flatten())\n", + "# Plot the ECDF\n", + "plt.plot(x_ecdf, y_ecdf, marker='.', linestyle='none', color=\"black\")\n", + "plt.axvline(x=n_successes_a, color=\"black\");" + ] + }, + { + "cell_type": "markdown", + "id": "bc4b87fe", + "metadata": {}, + "source": [ + "Notice that this looks somewhat Gaussian, centered around 21. Now our data is a single number, the number of clicks, so we would expect it to be around $21\\pm5$. Let's see what it is:" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "d66bdb8a", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "26" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "n_successes_a" + ] + }, + { + "cell_type": "markdown", + "id": "f00be7ba", + "metadata": {}, + "source": [ + "This looks good." + ] + }, + { + "cell_type": "markdown", + "id": "8dc42a22", + "metadata": {}, + "source": [ + "Finally, let's now plot the *traceplot*, which plots our parameters as a function of iteration number and tells us about whether our sampling has converged. Essentially we want to make sure that the sampling procedure doesn't \"shoot off\" in any weird way, such as in the following:" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "2a4dd318", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "" + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "from IPython.display import Image\n", + "Image(\"../../images/badchains.png\")" + ] + }, + { + "cell_type": "markdown", + "id": "8eecb2f3", + "metadata": {}, + "source": [ + "What we really want to see is a traceplot that doesn't exhibit drift but diffusion,\n", + "that is, noise around a certain value.\n", + "There are ways to frame this in terms of autocorrelation but,\n", + "for the time being, the most important way to think about it is\n", + "you want to see a traceplot that looks something like a \"hairy caterpillar\",\n", + "which we do on the right in this case\n", + "(on the left we have the samples of our distribution):" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "id": "64ce306e", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAqsAAACbCAYAAABF/tJ1AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/YYfK9AAAACXBIWXMAAAsTAAALEwEAmpwYAADIoElEQVR4nOz9ebhl110dio45V792e/rqpVKpsyRbcivb2NiAZUzAmGAcOTFNboCE5PJyH+Hd7+W+m8+X+OYRkjwS7iMdgSS8EIJNa7CNsbGxMRbGVt+Wqj3VnDrt7vde/Vpzvj9+c82zT3UqSSVVSVrj+/TZp84+e8+91tp7/eb4jd8YTEopUaFChQoVKlSoUKHCdQh+rRdQoUKFChUqVKhQocKlUBWrFSpUqFChQoUKFa5bVMVqhQoVKlSoUKFChesWVbFaoUKFChUqVKhQ4bpFVaxWqFChQoUKFSpUuG5RFasVKlSoUKFChQoVrltUxWqFChUqVKhQoUKF6xZVsVqhQoUKFSpUqFDhuoV5rRdQ4bWHb37zm/h3/+7fwTRNrKys4N3vfjf+yT/5J2CMXeulVahQoUKF81B9Z1e41qiY1QrXBE888QT+6T/9p/jc5z6Ho0eP4gtf+MK1XlKFChUqVLgEqu/sCtcSVbFa4Zrg3nvvxf79+2FZFj7wgQ/gW9/61rVeUoUKFSpUuASq7+wK1xJVsVrhmoBzftmfK1SoUKHC9YPqO7vCtUR1tVW4JnjooYewubmJNE3xuc99Du9617uu9ZIqVKhQocIlUH1nV7iWqAasKlwTLCws4Gd/9mexubmJD3zgA3jve997rZdUoUKFChUugeo7u8K1RFWsVrgmWFxcxK//+q9f62VUqFChQoUrQPWdXeFaopIBVKhQoUKFChUqVLhuwaSU8lovokKFChUqVKhQoUKFi6FiVitUqFChQoUKFSpct6iK1QoVKlSoUKFChQrXLapitUKFChUqVKhQocJ1i6pYrVChQoUKFSpUqHDd4jmtq/r9AEJcfzNYc3N1dLuTa72MlwXVe311onqvLy04Z5iZqb2sr3k9oPrOfn6o1vX8UK3r+aFa15Xjct/Zz1msCiGvyy8+ANftul4KVO/11YnqvVa42qi+s58/qnU9P1Tren6o1vXiUckAXsPIC3Gtl1ChQoUKFSq8qlDdW68+qmL1NYQTq0P83H/5FuI0BwD8yh8+jX/7+09e41VVqFChQoUKrw5ESY6HjmxiGKTXeimvKlTF6msAI/WhmW+62LdYR5rTru873rQX3/22/QCAc1sT/NkjK6gyIipUqFChQoUXhjgtAABhnF3jlby6UBWrr3J84+l1fPw/fxNRkqNVd/AT33cHmr4NALjjxlncsq8NADixOsJXHj1XtS8qVKhQoUKFCtcVnnPAqsIrG284NIc0K+DaxmUf9+1378G9dyzBMg2MwxS+a8Lg1V6mQoWrDSEEfu7nfg5HjhyBbdv4Z//sn+GGG27Qv//CF76A//Sf/hMYY7j//vvxkY985BqutkKFChWuPapq5FWKLz54Fr1RjJpr4T337AVj7Dn/xrEMCCnxi596DH/wteWXYZUVKrz28KUvfQlpmuJTn/oUfvZnfxa/8Au/oH9XFAV+8Rd/Eb/+67+OT33qU/i1X/s19Hq9a7jaChUqVLj2qJjVVyHiNMdXHlmB5xh49xv2PK+/5Yzh+7/tIA4s1l+i1VWo8NrGww8/jHe/+90AgHvuuQdPPfWU/p1hGPjjP/5jmKaJbrcLAKjVXntesa8ErHYCmAbD4ox/rZdSocJ1BSElIMk39WqhKlZfhXBtEz/3d94G23xhxPmbbl0AQEVvf5xg91x1s6xQ4WphMpmgXt/eDBqGgTzPYZr0dWyaJr74xS/iE5/4BN7znvfof79SzM1dvxvNhYXGi36OOM3RHcbYu3D13ucLWdfqIIZhG1flPV0KL+VzvxhU67o0uG2iOYgxO1vT67ke1nUxvFTrevjZDUzCDO95076r9pxVsfoqQl4I/NaXjuF77j2A+bb3op/vf/zpMZzeGOPn/qe3XpGMoEKFCs+Ner2OIAj0z0KICwrS97///Xjf+96Hf/yP/zE+/elP48Mf/vAVP3+3O7kuzb4XFhrY2hq/6OdZ2ZxgpTOBfceuq7CqF76uM6sDWIaBOd+6Kus4H1freF1tVOu6PPrjBKNxhH7fgsOun3Wdj5dyXasbIwB43s/PObvkZrvSrL6K0B8nOHJ2oK0zXix+4N0H8dM/+PqqUK1Q4SriTW96E772ta8BAB577DHceuut+neTyQQ//MM/jDRNwTmH53ng1aDjDlgWB79OvpOy4up811aoUOHyqJjVVxEW2h4+8eNvu2pf5LNNFwCQpAVWuwEO7m5eleetUOG1jPvuuw8PPPAAPvrRj0JKiZ//+Z/HZz7zGYRhiPvvvx8f/OAH8bGPfQymaeK2227D93//91/rJV9XCOOcNHEVKlS4LnHPzfMQV9kFsypWXwWQUuIzD5zCvXcsYWn24mL/rz+xhqwQmGu6OLi7gYbyWk2yAt1hjN4oRpjkEELCMjnaDQezDRftuo0/+stlfPOZDfzC33sHTKNieSpUeDHgnOMTn/jEjn87dOiQ/v/3338/7r///pd7Wa8YREl+rZeg4ZiXtwSsUOGlQncY49T6GG++beFaL+UCuPbVLy2rYvVVgEmU4S+fXsdNe5q6WD1ypo+/fGodf/t7bgdjDH/49ZMYhRmyXIABaDcc1D0T57bCy7IUdc/CoT1NfOcb9yJOC9S9qlitUKHCtcNc00UYbxeshRDgjL3scqWGb8N7CW7KFV5dGE4SPHp0C/fcMn9Vr9G8ECiuNn15lfDQs5vIhcDbr5KuHKiK1VcFGr6Nf/YT98LgDElW4JNfPoY/f2wVh/Y2MYkyNHwb/+offBtOrg7xB39xEk8v9zEOU7zuhjbe95b9mIQZ3vq6RbRqjn6O/jhBbxRjeW2Ew6f7+P2vLeMPv76MOw7O4ofeezP2zlcOARUqVHj5cf7W+sFnNzHf8nDz3tbLug4OVPHUFZ4TK5sTJHmBQkiYxtXdUL3Yyy8vBB471sGhvS3MNJyrsygA+UtQRFfF6iscR870MdNwsDjjoz9O8G9++3FsDSP8+Pe+Du+8axcYY5hEGT71Z8fwwJPr2Dtfw09+8A685bZFWCbHRi/E//6r38SXH17BXTfNAQDWuwFGYYY4zeHaJv7ZT9yLMMnxi598DI8f7+Lx4128/c4lfOS9N1/VC7xChQpXF+MwRc21rqrf4bVGdxhfcDNMspd/0IlzhuI6dF14KZDlBdJcoOa+NM4HryZcagPzYknVlc0JeuMEbzhE9+mNfgR5wdbt+SMX4pq7h4RxBsYYat6lr6+qWH2F49N/sYyZpoO/+8E7cWZjjCwv8PEfe4v2Rj2xOsS//4OnkGYFfvx7X4d33LVrxwDWYJLglv0tHDkzwNceX4Vtctx2oI0372/DsQykuQDnDHXPQhBn+K4378ONuxr4na8cxz8+8pf48Lcfwvveuv+6mc6tUKECIckKPH2qh/2LjVdVJ+R82ZJjGmjX7Jd9HVFawHgVbQIuh6eX+4iz/Kq2dV/tuNpXxjBMESbZVX3OskgdBAnmWu5Vfe7ngydOUgDKO+/afcnHVMXqKxz/6P67MQoySClx983zuPPgrB6C+osnVvEbXziCQ3ta+KkfuAutqS90ISQ4Z1heGyMvBH78e1+Hdt3BZx5YxhtvWcB737gXQsodRej/+RP3oigETIPjkaNbePRYB5/8s+N44Mk1/PSHX4+FdpXkUqHC9YLyRpRcJSu7a4UzG2NICdywiwzMy41ziUSxfi8EkyjD6tEt7Jl5/jfqOL1+Br1earQbNjqD53+M84L0xK8mZv/5YmHGw8mzAHuR5etNu5vIpq5zzzGuevF6PaMqVl+hCOMcUZKjVbfxK595Gof2NHH/d96iC9XP/9Vp/M5XT+B9b96Hv/GdN++Y4v/Unx1DEOX4O9/7Orz/bfvxgXsP6N/dceOMbiz86meegW1y3PfW/di3UIdjGYBl4KuPnsPh0z38yHffhj97eAVntwL8b7/yTXzfO2/A97/rYMWyVqhwHaAsEF7pH8fVLgUoTBerG/2dj0lfoAxgZXMCwTl2t53KTxrktJAXQrvFlOCMwXoBiYgPHdlE3bNw18G5q7XEVxymi1QpJYSUMF6gd/J0T6HuWRhO0he5uos88VXAbftnkOZXd5NcFauvUHzpobP4s0dW8JbbF3FqbYyPvW/bWPxz3ziF3/vzk/jwe27C977jRgBAlgvEaY6Gb+PQnpa+kM4vLBmjj5aUErftb+Mzf3kKf/HEGm7e28LbXreIb797D7797j248+AsFtoevuONe/HEiS7+8+eewR89cApffXQVf+u+W/CW2xerorVChWsIxzLAGUPNfWV/zb/+prkdmrrzQ08sw7iguHq+kLj6bdsrgRASjx7bwu03zLxgPaiU8qoV2o+f6ADABe3+7ih+wbrgSfTaYf8uhjI4gjHg1PoYG/3wBckpltdGGIWp/tssFy96kKkksZpXWUbzUsyyvLK/xV7D+O57D4Axhj/4i5P4299zu2YdHnhybUehKqXE4ye6+OSXj+HAYh3/4K+/Hm+5ffE5n58xhve+cS/effduPHmih689vorP/uUpvPeNe8E5w2996RiSrMBwkmDvQh1vODSHvBD45jOb+I9/+DQOPXQWH3znjbhlXxueU11mFSpcS5w4N0S77lxTXdoLhW1yAAxhnMN3TfTH8Y7fZ0WB6AW25F9MjVd3LdRfZNRqISQKIXe0dy+GcZhCCIlWfWcRkOUFHj66hdv2z7ykw66uZVyTIbY0I4lH/TKDN9N4+lQPddfS98PrATXXwq5ZH4wx9EbJC36eumchL7Y3be5l7qtCSkDiueUXjAirq629Pnp2gDDOcc8t85d93DhM8fSpHrJcPCdzX1URr0BESY40K/An3zqNd961C+9+A4mSn17u4dc//yy+60378NfefgPWugF+68vH8NTJHu4+NIcPv+fQczzzhTA4xz23zOOeW+a1zhUA9i/WcWZzjI1+BMc2YJkGfvL77sBtB2bw3/7kCM6sj/FLv/METIPhnpvn8aMfuP2Kv3AqVKjw4hEllPQ0iXJsDSMMJumOYnW1E0AC1/3w1cNHtzAJM9R9C2++dQG75mo4uToEsN3+740SHNpz9V/78Ok+5louFtveBb9jnL1o6yDL5Hjb65ae83FHzw6QFRf6Vj56rIuzmxPsnq09r2JVSIneKEbTt2Fbzx1s0KzZVy3G+/ngqeUe0rzYwSYCuGRhs9hyMYkv3LgUauLdukiIQ2cYYbUT6in7qw3L5BhMUrX2F37BHFhq4MDUpXK50u6ZUz1Mouw5GVwh5BVfA88HvfM2lJdCeU3lRVWsvuqwsjXB//s3Hsb/+tF78MP33YY33kpGw5uDCP/h00/hDYfm8KF3H8Rvf+U4vvTQChbaHn7mb9yN19/04j+I07u0v/7tNwGgG6LnmJCS2IH33rMXDc/Gf/zDp/Dm2xaw2gnw+IkuxmFaFasVKryMsEwO1zYx23QwnCRYmNlZcJ3ZHAO4/ovVlm9DTskAylualBKb/QgAXjwzdAkdQMO3SKt/ETim8aKG17K8wEPPbmGu5WL/Yv2yHag333bxblia5UjS4jm/WydRBsvgcGx6L3kucPzcEIf2tLBwkUL8fIRJjuQqaxCvBKVcrTOIcFxtUIALZQolnjk9QJRk2L9Y3zGncezsEIMguejfjcPsJR1UGowTxGmO0+vjF7W56Q5jjMJUx553hlQQXkwGcqXSCyklBkGCXcWlh6PzQmAUpGjV7RestQWAjX6IumftkLuU1+OVJGNWcUSvMMy3XLz/rftxw64G3nHXLri2iTQr8O//4Ek0fAt33DiLf/Krf4U/f2wVH37PIXzix992VQrVS6H8gv39r53EL/zmIxBC4s23LeCnPnQnHj3awc17W/iXf/+d2D1Xw5ceOotf/cwz19zTrUKF1wJMg+Oem+fRrjuXTal7OTEMUmwNouf1N6+7cRa33zALgEzQ+5PtVmr5/TP/EskbhpMUyWUkBs91VJOsuOT3XRDTMNPJ1aEuui8GcZ5MYBSk6AzV4xmRCOZzsFJPLXfx2PGO/rmsba50aKo7ijEKUpzrBFf0+KuNjcscn2nYJocQVGD1xwnGIQ0geY4J37l4Qd9QUo4XGvAg1NBU+Voa6hiXXrwv1hFhrRtgox/qn7Pi0tKRpRkf9eehge6PLy1P2BpEOLoywCS8sgJ4sx9idevC6+TsxgSdwU7GtTzkV/L9VDGrryBIKRHGOb700FnMNhy85569AIDf/NOjWO+F+Om//nr8uz94Cm+9fREffs9NF+ibXkq8865d2LtQA+cMQki86dYF/N3vvwO/8kdPwzQ5fvi+W3H4dB+PHuvg+LkBfuZv3INds5XVVYUKLxWyXODYygD7F+vICoFzWwH2LdQv+thxmIIx9pJ3Pw6f7gHAFbF5JTYHEVa3JgDo5uY5JhzLAGMMsZIBPN86Iy/EjgJQXoJadWwDBucQgtrm81Pr7oyeu4B69NgW5psebt7XoqKVbQ+1lkXmbQdmsHfh0uz2ybURvvnMOg7tbeHtd+zC6Y0xgjjDfMsD5wxN34J1GWaqLESmh2hMg+Mtty1ecQE1U3ew3g2f90YDoGItzYqr3mqextnNCXphBsao5b+8NsLDR7Zw877WFJt68YukvA6kfP4aZiklvnV4A5wxCCnxttsvLelo1210R1fWHr8Y9i3WESXbGyfzCvSoV4rLhVs838/WybURwuTCDd6t+9sXbI7Kt5BmxSU7GCWqYvUVAikl/vWnHkOo2u6lzumBJ1fxF0+s4W9/4DbcddMc/sXffweaL3Iy9oVg91xNBxF8+uvL6Awi/OQH70AhJH7tM8/AMQ389A++Hv/pj57GNw9v4uP/+Zv46Hfdgu94497KMqZChZcAWS4wClNsDWIIIbE060Eouc75N4anT/XAwHDvHc+tn3y5cXJ1iFGQUrHFAMjtG+hEsVnDIAFw5UM1R84MMI5SzDaIkb3UDXkcpnBtA/mQCiAJYK7lXrHTiWVw1Dy6zX7r2Q0szfi6jeuYBhij57tcG3Su6eKOG2e1JnW6UyYlMJikSLIC/iVcH46cJZ8v29p+DSEljq0MsW+hdkVOCq5touZaL8i+6szGGAZnePsduzAOUziWcdUL1/44wTgpMNdykRcSe+frWOtus5BrvUszwuXQ06U2LJfD+czgxRKleqpdnwt5Sfa2M4zQHye4ZV/7kq/V9O0dm8lW3UGYFGCMYRSmqLmmbtNPM7BXsv7LPuaKnmkn2nX7guuqO4rh2gYeP9HBG29ZgGMZujNyJZ+nSgbwCkEhJBq+jeW1MT76nbfAc0x0hzF+80+PwjI4fEX5X4tC9Xwc2tPELfvbYIzhrbcv4kc/cBv+5Ftn8KWHV/CTH7wTdx2cBWMM//2LR/FfPncY2TXQQlWo8FoBYxKn1sdwLQOn1sZ49NjWRR93uejGJC2w3ruyG+DVxq372rhpDxV4g3GCB5/dQJoXEFLCtelm91xM7TBIMQq227RXOiy0b6GOmYaD7jBGmhU4fm64owh6vpguIoSUKHKJh57dwOZlGMuGb+HOG2dx4y46BklaIFRDRIWyLrqgBX0RTE+iF4XEMEgQXeFxmEQZycxumLmix18KTy138aRKK7oUslwgP6/F3a5v39cuZq5fak7XuiEGkwQ1z4RrP7+C+GooZS72HGUh2x3Gl3yNOCkQRJd3tDh+boi/fHJt+7WmfvfEiQ6WV8fPd7l6k3QxvfS5TrCDyS1p5+4wxlp3u/gvC/DOMMJaJwADQ7vhYBymO8I7NvrbzHz5+SsZ3Ss59FWx+goBZwwrWwFu3d/Gm29bwGCS4Fc/+wzqno2f/7tvvyI7qpcLd988j+94I0kUPvuXp/DQs5v44DtvwCe/dAyPHtvCT33oLiy0PXz32w7gwSOb+Of//REMJi/c0qNChQqXRhDnEEKiP0kwukRRs9Dy0LrMRvfk2gin1kcvifZ1vRdediBktunCU3rDKM0Rp1TIMACeYhPP14V2RhH+4Gsn9PfKyuYEq1N6y/44viIbodPrY4yCFFFS0A1VAoUqpHzHwu7Zyw+n9ScJjpwZXPR3aUbPmWbisnrJk6sjfPmRFZzZoGLk0eNbeOKk0p9egeZPCIneMNHrBkiCMNtwUb9CD968EFjvhTh69uLv5VIYBSmStEChLJdOnBvh8On+Zf/m4aObePjIzg2V55jwbOoovvV1l77XuRYHY8Czpwc4uTrS/77Q8uBfaoBN1b5Xq1g9v9Au0fCsS28I2eU3iwBw7OwAZzYn+mfOyLYtSQucWhtjvf/89cScMzBcPPDh7OYYx88NYTDa3BicIUpyrPeCHRrrMxsTbPRCPHh4E3+hiunhJEGSFDu2FU3f1ufAMug35abrUsdsx1qf97ur8LLjT795Gl948Aze95Z9+FvvuwXDIMXP/Zdv4ejZAX78e193XXsn3nVwDm993RJ+4N034R13LeFX/uhpnOtM8E//zltx/3fejH/yI2/BOMzw2392/FovtUKFVxno5jdWgxFJUlySwhhMUgTqxjEKU93tKITAmY2x1pblzzPWdDi1CQ0Vy1K23kucWh9dtm35+PEOnlVa12kwxvR6Vs9jO4+dGWCjF2ESUXE+jlIMgu21tOvORZk3ISU2p9bSqpMTwUzDhslJl9jwbTx9qndFE+RJWuxgl0pkeQHb4jBNhnvv2IWlmYvr99OsQG8cY3lthK89vgoAOLi7CZNzzao+F8Zhht443sGeGZzhhl0NzUxfDEJIrPdCjIJUM2lR8vy6YP1xglGQYnlthCjJ0axZV2RALyFRCGJYBxMalJptupiEmS5wLgbGGCzTuID84JzBUCzi9Mbm6NkBtnTh9fyq1ZHyvp3G0bMDnFwbXfTxtm3g9PoYx1eGF/xuoxc9p49tu2Hjxin/2FLKU7KTlzsul0JeCMw0HHAAvYvoaaWUKspYouaaePxEB8trox3SvSjJEcQ56p6lhtUk+uMUAtAdXwC4/cAM5lQHZNovFqhkAK8adEYRhpMU3373Hiy0PfyL33wEozDDt9+9B7cdeHFtmZcaN+9r4dvv3gPGGGYaLmquhf/rdx7H1iBGlOT46mPn8Pe+/w587P2UwFU5BVSocHWRFwKObaBZsy/J4GVFodNwnjnVw+HTfYRxjvVeiNVuoCePn8+ncxikOHymj41+CCGkbsPfsq8FAPirZ9bRGURwTOOywxVJViCIc6xsTrCyNdFFGt1It4vqaaSZQN230K5TYew7Jixj52tcTOO50Qtxcm2k2+rdYYwnT/WQZvT8hsEgpya/L1aITsNzzAv0qFGS4+EjW1jrhtg140NKeVFmqTuM8IiSbLR8G4f20nFzLQO5ENjoRbpo8C5SdOaFwInVoR4amh6iKVRy1vlT4LHy8AaAtV6IU+sjVZRRFn2c5TizfvFi7GLYM1/TZIqUEoszPmYbzhUxacurY5xaGyOIMnRHCYaTBM+c7uGp5QtlBA2PCuDOMIbBL2SaN/ohxiFpe7/17IYuZnvjGBN1Dq/k1pOkhX7uZ071cOq8YzGOtjsXZflVDrGZnCFOC4RxBiEkhNg+72XK1cWw2gnUBlLoDSVAny+CaqVPrf9KLaYKIdEbx3jiZBdHVwYX/H5xxsc4TCHVq+S5QJjkaPjb11vpapEVAkGUQ0ggTnM8fGRzhzzlseMdnN0gZrh83+WxuSTrPYWqWH0FYBJmiNMchRD4D59+CluDCEszHj523y3XemnPCwd3N/GBew9gtunil3/vCaRZgcePd/HHf3UGNdfCei/Ez/ybP0fnBUycVqhQ4eJg2I5mvNT9eKHl7dC7J5nAkbN9HD07gBASg6miZhSkeOxY52JPswOl9+nTy11trt/wbBw9O9BF89YgQpIXl804f+Mt87j75nmkudhR+Elsa/QX2zuZSQEaZilUEdDw7R1M6iTKdhRqT57sQkip2cfydYQEbIMjTHNkig0qpRSWwS95PI+c6eNbhzewvDbS7HKr5mDPfA2Pn+igP04wDFKESY5nTvVw7iJWP9P1t20buuh85lQPp9dJElAWRBfTHB4508e3ntnEKKBibLpwuNT098pWgDOqoCiHeUyDozeOwTlDw7O1JONKYBrkMOE5BoQEBpMEx1aGOL1xaX2lwRnGQaalIVFSoDuKEMQ5Du5q4sDShYN05fBZlORIMoE8Fzve4+7ZGmzT0JP/pRaz4dm60OcM6I0irGyNdUE5DSElHj2+pQsuANqN4nyMwxR//tgqhJD6vCVZgTwXGIUZhJTYGkZ45ChtRi62WeuPE5xaH+HPHlnB1x47h+4o2eHGEKjjU65y+vwuzXiwjSvX7MYXsWdjYOCcYThJcWptjEmY4tT6GFv9aIeEJiuI/b/9QBtvuGkOBmcYqM/zaMruKi+25S6XGga8HKpi9TpGZxjhd796Ap/7+jL2zNXwO185gadPUTvspz5010XTOK5nvOnWBXz32w7gpz/8BvRGMf7r55/F37zvFjx2vIPHjndQc03cuKd52Ri5ChUqXBmSTGC9G0JK6lh0BrFmIi/ARbpwbzg0h1v3tdEZxtuejpIGL+IsvyhLG8SZ1laWxeot+2Zww64GJmGGs5tjdIYxeuOE1qb+7nIDT1Fa4NnTfQRRtvNxcrsTwxgVoGUrNMsENvoR1lWLd6Mf7mC94izfUazGaY4jZ/q6iCkLDMfiEFKCSXo/RSGxoQbNskLoGNTz0Z8kEFKiP06w1qU1vO6GGTQ8G5MwQ5qRI8NgkqDu2VhoXyjlmtYRTsIMXTVVHqeFLroMg2Gm4VxUc+jYJmqeiZkGFfS7pvS1lsFx2/4Z3ZI/enaA5bURDM504VteEuMwhW0Z6AwTjKP0smxyIcQOVnO1E+Dk6ghRQoxkZ0DG9pwxHD07uOiswijIcK4zwXov0Ayca5s4uKeJxRkPZzbGODul3QTI6WA4SZCq4axznUAfL4AYPM4ZbTAEtDH9OEo1OWKZBr72+BoeOrKFJ052cWp9Z0FdnudSJnNmfXxJF4dxmOnNSPlaQZxP6WMl0mz7WM013QvY8SNn+1jvhdrirFWzLyqhuFihGyU5nj3b33EMLgp1qtKLyHskJLYGEXL1vsvL3DKNHe87CDNkGVnBcbUU+yLX4w1LjR0payfODdEf0dDZc3UogKpYva5x7OwQf/rQWSzN+ViY8fDFB88CAD70roPXVfbx84VlcBRC4okTXZxZH+Oem+fxP/70KGzLwM/8zTeh7lnoDJ5bw1OhQoVLY60bYBJlukDtTkUgnl9gbQ0iXQhKCfiOASGoIBNC6hajnPaNUiiE0CzYcJJitRvsaG3XXBN1z0IQZ+CMI0wyHFsZIEpy0ssxtmPauzeK8ZVHtweKvvnMOg6f7iNKC6xsTnYkbpW+lYNxgtMbY5zZGGOtG4AblHd+KWP0N9w0jztumNVFKWMMp9bHeEQN9pSauqwQSFJipScR+Xg6tok0FXpo6GIuCQstTxcRZYvz8KkeHnp2A+u9EEuzPr13zrAw4+3Q9pVIp77/fNeEEDT1vTTrY9fcNpPcHycXvdkzRkXTDbsaFxSzjBEzVxa9QkgUhYRtcVgmHZTyOTln8GwDc6rQaF1Gc/rgs5t4Sk37j4IUYZxvT3xL4MZdDbTrDsI4R3cYI7qIztK1iYUdTlKd0hTGGc6sj/HM6T5WtyZY6+4sVgeTlAboGNCu2WjXbF2kA8C5zgRxmiPNC5xYHaI/9VkoN2Jl4VgWjdF5XqFly9q1iaFd64VYXh1iEmY7PHsBci/Yt1CDaTCsqMK6KAQsg2Om4cAw+A49t5DyAh2nfl1Gx67h2zs6Au26A8swLlowr/dIenMxv9MrQZbT537aynWbId650RsEKXrjGCfXxnj4yBaElNomLYoznOsEtOFj28d4FGQ4tT7C4yc6kFJekd9vVaxex6h5JrJc4G/edxt+/fPPwrUN3LDUwF97xw3XemkvCjMNBz//k2/H/d95M/7ogVN4/U2ziJJcT2/mhcC//K1H8V//+PALThWpUOG1jvKGYZmGMrffviGcb07u2aZOgeqNYpzdnODRY1s4fLq/4zM4DFLNhpX/euLcSBcorm3A5Nvt8SQr8OixLRw50wdnDOu9QOvzGKMAkVNrY+0FChCTutYlrSwAFAUxnOUrrvdDLK9Se73U5u2aI23dIKCi1XdMLLQ9nU50PvJCYFrWJ4REnguMz3Ml8BU7eXptjHGYYrHtY6ZuY70f6hv2xb6hOGd6s12yTcMw1YWtbXI4pgEhJM5ujvHI0S3Ngp1eH6Mz3LlZd20TCzMuwiRHGGe6UC4Lwf4owZmpYh2g1vcbb5nHM8t9ZLnA+pTXaF5IrHQmunXM1DR6lBQYhxnGYapb9bZpoBASrmOCge0YxMkLgYePbO4o7MoCqRzEmQ5/MU2u2sTU4n78ZHeHpVgJy2A72vipkrGMwxSr3RCn1naynmWi1yTMsNYL0R0nOtVLSqljcctjutoJ1etw9EYxNnqR3hxcataHM4Zb97WxZ74GzzGxa9ZHUUgcWxlgRYVWLK+OMIkyjIIMZzcnWusMUChDq26DjIJ3XjcM7JK61bwgvfdoEqMzjLZb9gzg/MKiOoxz2JZxRQVgqcGernc3BxE++41lnF4bK7cABQnMNh2EMcl2vvjgGXz66ycRJbleg2ub4GBwLCr4aQM5wjjMcHJtpHW2Uko4toH9C/Ur9lmvitXrEEJKfOOpdUyiDG+/YwlpThR7UQj85AfveFH5vNcL5tse3v/W/bhlXwuf/PJx/KP778HrlIefaXD8rftuxYOHN/HZvzx1bRdaocIrFAbndLNhNBgyXfxMFwIb/RBJVmhmlYYkJJZmfOyZ8yHldkv/6NnBBT6jJ1eH+NbhDWR5gdmmi7fcvgjOGBhjOLsxwWCSIEzoOQshsboV6Unv3jhBmhdaAxclObK80L6qQki0GzZadWJgwYA8l5hpOHBsg55T2epMwzK4ZuhKZLnQRctnHljG15+Y8qyUEjMNVw9/lc93ditAnJLxusEZtoYRhkGKumtpDezFUr+m1zMtXSjr/rObE3RGMfKc0p3SvNBF3lovwDef2djR3u2PE3QH5PU6DjNsDSIqMNXzLa+PcPwcnZtSCtEZRviTb53WHq7T7KqUEpZhaOuv/iRBd0S6VN81dzCFJUPXG0WQkGgrhrX89855vpvTyPIClsn0xunEuSE2BxHWeyEKIXFqbYQHnlzDg89u6r8J4gxBnCPLBWbVa4Vxgc4gxmY/gmnwS8bLxgkxuZ1hhI0eve/VTkDa6LTA0yd7SPPttCTfteA5JuI0J4mAlFqTfL6VlJA0FGUZHFlBTHsu6FG2uT2Zn+dCf9amZTeck37XsUwUQu5Q3jhqk3cpSCnRD1KkmdAFMGe0IZoefuyNYpzbmiBJC9y4u/GcEQemwbHWjbCmivdJlOGpk10EUQ7T5HAsUxfvElKzuKWkJoxzdEcx8kIiiEgewfn2RuPU2hjjIEPNNdHwbLjquBtqM3d8dagGzZ6blHrlVz2vQiyvjvBf/vgw9s7X8Xe//07sma8hTgt85Dtu1ilRrxZwzuA6Bn7ts8+gN4rxhb86BQC45+Z5/OB7bsKn/2IZR85c3pevQoUKF6Js5ZX2Tnl+8RtCGFMh2VOtUdc2ICVww64Gbtk3s+OWXXNMCNDUdRBlWh9IWkEqEkqPzEJIWCbH7QdmIATwjafWsNmPEMYZTp6jLkoZEyoh8cjRLUyiDEfPDrCuCuIsF9jqRwjjHHFaYLMXgTOG7ijBKMzwwFNrWOsGWO2EO4rGoytDDCcp+lMs4HovxKPHt7aPzRRjHKUFjpzta5uv8lfNmkUR0lJiEmUYhxk2+xEcm8MwOPbO18FA7fnpCffphlB5/HWspzqig3EC2+K4eW8bb751AVuDEMtrIxQ5aV1PKQskzhg6owiHz/QRX8Y6arUT4lxnos/Xkyd7iJNCM8jzre3gBNsy8ObbFi4IkTEN8txcXh/rQas4zTHXcrWusSzEvvXsBlY2J9ga0MDN4dOk+T2zMaZhGlB7vjtMECU5nlnugTGGKM51znyWC3RH8Q43h7IgYgyYVWz/Ri/ARo+ODwDNLJ8PxhmkKgQNznBydYRHj3VgGYaKRKXBNUP5fA6DBHFawHMMBDFZMOmi8byX+MojK3j4KLk4TKIMg3GCzX4IQ9mIlewi5+Sc0PTtHdZgw0mK3ijGKEggpdzBOPdGsXbjOB+jMMU4zLBbSUfSLMcoSLeLyKl1Hl0ZYL7lIs0KDMfP7SMshITBmC7+n1ruIkpyDIOEUsHCFGvdEM2ahZprYbMfweB0jpo1e4fcpenbaCjHkbL7kmYFjpwdYGVzjFv2tXT9IkHXtWubl2Syz0dVrF6HWJjx8NbbF+HYBj7zwDL+9W89gtfdMIPvfPO+a720qwrGGH7mI3fjf//Rt2A4SfErf/Q0/u3vPI7HjtOk8fe8/QbcceMM/tNnnrkiAXaFChUIeSEQq5tnWZS1GxdqDUvtqsk5FlQx8/637sd3vXkf1roBnjndAwMxRKfXxzi9OUac5BiMEzx9qocHnlwjBqzpQEoqPrKi0NY8WS7QGyWIkgxRnENCajP8g7sbuGU/MZmFkHjmVI/07IXUGljb4hiGqfZoFVJitmnDdwyMwxRD1U4eTJIdwQJJmoNzhmadmDnHMlCbmkC+aW8Lcy2X2q85DaKNAtLbFoVEVhSQUiJOyHS9HK5aUaxVZxhjFKQ415lgFNIgzXTR0JkabPEcA5k6fsA0EyvJDF5SwlhnmJDfLCONasmQ7pmv4dZ9bcy3XNxxcBa+a17grW1OmayvdQMMJxQCkBVCb1KOTVkTCSHw0JHNHS19k3OkmSD3ACnhKLYwV8WfZ5uQAljrBFjvBsgyivNljKHmmRhMYuS5gMEZvvXsBl1zdRumwdAfJ4izAgd3N1DzTKS5wMHdzYt6hPtK48w5w4kpT1LT5DANhkmUQUqpW/8AYBkGXNvAnrkafNdEu+Fgoe2RFlcIhEmGrBAopICE3MkcS4lRQMN7JXlyPjZ6Ic5tBRgGVHA2fRt33DgLzjkMTlZppaPDylaA3jiBYfIdms8sF4jSApZpkMuGlGh4VNxdLhSjvA7OdQJkucDjJ7r45uENfZ88X0MeZwVWOgE6o/g502OTrMA4SvXD9i3U6VgbHKMwxam1EdKswPLaWLfrGWdYaHuIkgJhkqHuWWg3bBQS2OpHO1jSQgokaY40lzh+bqjlEkUh9IaCgZj3zX54WUuzqli9znD07AC//+cn8dRyD6fXR/jcN04jCFP8+Pe+7orzqF9JsC0Di20P733TXhxbGWL/UgO/9aWj1E5gDD/+fXcgywV+/fPPVvrVChWuEE8t93B6Y4yb97W04fwkynTyjJQSYZzj+MoQ57YmMA2uGZInl3sYTlJ8+eEVPH6sgyjJESfUlj0/EpKx7clfgzOyZ5qrAWxbM3v4dA+n1sfa61QA2OxHiBJKNnJsQ7cHNwcRTqyONHvHGMPBXTQFXlJdTy/30BslCKIMjm1CSoa6t3OSOoxzWCbX3xlJVuzQJSZZoa2hLJNjadaDYTBMlJ/lUye7WF4bY2nWw3ovBGOkte+NYmwNIzBsF4gnzg2RZTuZ2jJZiKlVLyuNpWsbmlGLM4E0LfD4iQ66o1gX5OTNyuAomUHDszCrZA/feGoNjDGEcY5RmEJKiWGQwjIN1D0LNdfEua0Ah8/0YVkcDEyva3oo5vHjXRw+1dOT3q5tolXfbu8nWaHZzr3zNXSHFCrgOgbOrI/x+Mku+qV2WUoUBWmXj64MdXBAzTVhmQZs24DBOd5waA5ZIcA5DXFJiYvGRqWpQJbThmf6t3GaI0mFSnsCBmMKG1heG6Fdt3FwTwtpXiBSG4yBYjBNg8NzTEyiDAZnSDPafAgp0R8lcNT1m6tNVmcQ7yjihZRYXh/plr4EFXODIMEkSvV5Kq+rlc0AaSrQGUQ7NND02gK9UYwkL6Y0sgycMWSZ0AztNDlT9yztADGJyBVisx9dYF1V4vQ6WW9JCV0cJmlxSQ/zhm9BgmQjDFCJbTk4Y2j4tvJ3zTQbHkQk1Tm3NUF/TAzs7tkaDu5q4K23L+oBPXrPHK7Sj0+iTLPPnmNCKhmLhNT2epe7xVfF6nWE4STBv/qtR/C1x1fxg99+EwzOkeYCf+8H78Zs8/pNqboa6A1j3LCrjnObY/RGCT7/zTMAaOLx73zv6/DwkS088OT6NV5lhQqvDCy0XG1BVLbk4oRueKudAI8d7yDJqLV+rhMgiDMcP0dsz7mtCR58dgOLMx5N8XKG/nk+qOVzC0kDNafWxgiTHAanG1x5cxSCJn3n2y4YY8jyAlLSDbiM70zSbd1dnOY7puCTrABjxFYNJ9s38KwQWOlMYJsc8y1Xm/8fXxkiSQuYJsN6L9zh2dwbx1o/em4r2KGz9GwTTd/GKMzQHdHfrHXJ/mhrEGKtGyIrCl2AL836aNWouDu7OdHDSFleYLMfoigkTq+PYVskqSglFkszvh6yOrc1weZgalhJFRNBnGF5dYxA6QLPbE5wdnOCc1sBVrYCfdNfVgOpBqeJ88UZD7cemMFswyHngotcF0fO9LHWDfDUqS6COEdTDaCNggRPnaSNiWlwzDZcXbzSoA7DxiDU2uJ2zd7hCjBU6WDTfMot+9qYaTgYjlOkeYFJlOHM+gQTZV11YnWItYs4KYCpCFqcZxYvqXAs/61dt7HRD7HRJ3eFsxtjpJlAoQr4OCEdsGEw5IXAKEh3+IOW6WDlcS81w90RRfFK9Zgy4aosSqWkwq5kUktJAoVukAxgFJITwvLaCI5t4PjKEDXXVINsQBTTZ7Es3hbaHtb7dJ09fqKDJ09uBx/kBX0GGj4NZ7VqFnbNepo19WxTX5f0eAoPKDXV3WGMLzx4GsfPXZicFUQZOKdCeTBO8fRyD3lBGlLTYHAsjklEA31CbtulZbnAXjUclWSF3gRnWYFc0EY4ywV8x0RWkGcz59vDeQbn2OyGWOuFWO+GiNIcnmPiEk5gAIDK0PI6QrNmY99iA3leYDhJ8NtfOY533LmE73jzPnQ6k+d+glcw/o5ijn/5D57Es6d6+JNvnsF9b9kPzzFxz83zePcbduP3v3YCb79z6ZLedhUqVCCma+9CHcMgxSNHt4hhhARTPN/WIAYDcNPeJgyDweAcZzcm6I4j3LSnRewGo++j/Ut1hFGOfkxt9SjJ0ahtZ5znatBESiqEZpou+uOYJrAzMmZv1x206w6SXGKu5QFMaI/o8rMcxQV816Qscs50F0kIqV1CXJt0h4WUWO+GymSc/n2tF+gBIvLgpL8vp505Y9oqCiAtKgMVw5FKeuoMad15LvHMqT5c28C+hTqkBJq+hSQVujU+ClIYnGO2te0b+fRyD8dXBmjVbYyjDJtqCMq2ODijVmecFQiiHPsX63jjrXM4uxngtv1trPdCLduI4hyMUcGw3g0xjjIyuS8k9szV0PRt9JwYzZoNISWCOINrG+iOYnQGxIDmucRaN4SQUhctpsHRnyToTxLM1B0wMPW3NPyy3ot0qtIzp3tIUoGDXgMbvRB5XqDh2+iNY+z1LBxYamC9G8J3TUi5PZFetoA3e6G2TsuUGfzJc0PMt12sdgJEKckmxkGGvfMMLd/GRi9EzbMACbTqDkyD7WijB3Gu2Wxg55BgbxRjEmVo1SykuUTTJ/mB71rIcqE3KZMwg2lwzdxLCSVLkbro9F1TH7Pj54Z64KqcizcNpp0VMnVeTINkNklWYBgkkBKYaTrk96sK8iQrYBocvmOCc6A7TpALoaUK7ZqDla0JaZwZdR/m2y56owSMMbzh0ByMdY5BkGGutd3RME0G29oOPBhOUmDKAeHz3zwNYDt2eRon10YYTlJkhcD+pRpWt7b9iNNc4MnlHnpjYqjL4+2YHFGSY2HGw76FGjijAb3l9RGWV0e49UAbhRAwBEMhaKgxywTWtgKc7Uzw5tsWkWQ50kIgTjL0mcS84SFO88umiFV3/esEm2pXtd4Lcc8t8/jDB07Bcwz88Ptvu2Jrh1cyTIMml7/jzfthGgx75vwdu8W/8Z034//5sTdVhWqFCs+B7jBGf5xgc0A3ybVugI1ehFGYYnltTDoxNWwCkI8j59SOjJVrQJwUWO0EOLU2hlCtujjLESbExp5YGerBoYZPljwSxKwAxLieUy3IkhW0LI4gzhAnAp1BDAmJpVkfrmNo1sq2DOxbrOui8szGmCbXTY66b2m/Rssi/WKS0TTyaidAnm97u+aFwK4p9vOug3NYbHswGMNmP4RrU4v6mdM9PHx4U/dSo6TAei+AaTA0azYs04Bl0vT5woxHhWMhsDmILhiIGUcphmEGIYFb982AM9oIjFViUZqRNdb+pRoWZ3zsma/D4AydUYy1Xohdsz7efOuCajMbiBJKcSq9Yk2TWtdxmkMIiSjJ9UahEBLdYYz1Xoj+OEaS5djsU9JhaRUVJhnuuHGWBt4kPb4/osLEURsBQ32/5rnQtl+OZWAcpYhSGuxZXhvhyJkBAOp8zbVcCgMQUssuxlGG0xtjpFmBmmthFGQYhRlaNRu2ScWiaxnwXRPzbQ/NuoPl9RHObU1gWVTQrXZD7WRgcIZcUIJZWRiXLW6Tc5zdJJbdc+ga8V0TdTU8Np3uZXAG2+QgY4ntDVHpgAHQ5qe890y3zsv35jkGNvsRWnUHc01XM5wjZesWRDlaNRtbgwinpoIDwiSHa3NiXxnTxWWWCzy93MNmP8KjRzs4cnaAk+dGCOMcaVrAtU34romHnt1Cf0SuDWc2xphENAyWpAUmYaZb6EL5lkrsNNu/WBkhpNQbgHFAHq7T577schhGybBSjPHuuRrWuyFWO6FmVw+f6mvZw77FBmyLY6NPG8A4LfDU6R6imDonSSYwU3cgBbSUIIgyPHv60sPU1Z3/OkBeCPyL//Eo/uqZDfzzn7wXX374HBgD/uGH775ojN6rGQ8d3sDtN8zi9MYEv/1nx8noGZQ4sjTjI0py/SVVoUKFC7HWDXHkbB8d1WKu+xZNQott5sixjB3xoxRlSjctKennMKZiqGQ8XIs8R6OYitatQaSn+ekPqf1596F5QErdcs0LgeW1EVntpMWOWMjSM7LU3wVRpgtUgGy1GGPYPefvmAAvCipgfceCYxnIC4EnT3b1YBPnDJ1BhM99g1il/iTBuU6AjUGIk2sjbPZDLY9gDNi3WMds04FlEEtlGJyKW5XoFMYFjp4Z6uMTxjlpfOWUxZEk6yTfNdGu22jUiNWbqW+zr0GUwWAcT57s4FNfPobltRFOrg6x0SOiwjINGJzOITGNJvKiwFo3QJ4LDFRK03BC0ZfrvUBpRqnNPQwSrGwFaHgWLJNhGFDiVBjnGIxTnN2YwHNMZLlEVgh9DWz2Q0QJaTpLp4Tyeqi5JqK0wEglWbm2gTCmhCbPNVFzTcy1SDJSsn26EJQ0nMc5SUA2ehGSTMC1DMRZgSgtsN4NMRhv60vDOMOyGuwp3Q8c28QkzDAKU8w2XM0SlvZZQkiMQzKgh0oOW++GGAaJ1kMDVHgLSd7DEhKc0+AWVxIVgJhJ7Qox9bkq7cg6oxhCCETKoaKv1j6YkN45ywWGkwRZRp8p2+SwTA4hgLmWB9cxdGEshMTDRzfRH9NwXZYLWCbHJM5QCIkozZVlFvQmzVB2dELQBjLRG0SJmkP61lFAxWv5HVAW33lBeuAgSvXmYnHGwzBIsdGP0B3F6E9SjJUfapKRU0K7bmO9F2JrSAz2Qpv+JskK3RWgIUN1DqMUeSFQ90zqKphcWW6SVlmozkuUFpCSbOEc27ishdVrqxK6TmEaHB+4dz9uPzCL3/7KCcRpgQ+968ZXdErVC8U/+ltvwqAf4ssPr+A3//Qovnl4E//i771DMy///YtHsNoN8fEfe8trgnGuUOH54ujKALcfmAFfokhL2+TgHJotyXOJOCtwZn0CxmioqbzpT2eP37i7gSCiFnOqbqKWaSPiOZZmfcy3XQhBLdjS+zFKCqxsTRClpO/MC4n5loub97UxGCfgDIgLAVsVEKfWxxhPJQAxQDOFJcI4R2eQYRgkaPi2HsrICwnDYGhaNoTYLq58l4ZpuiPyd03zAmc3x0pHS8+ZFxJCUFt/tuES8xjniNWgVJ4LHFsZ4Jb9bXi2iUmUYmsQo6HYXTLJp9b7Vj/GbNNBIYg9PXpmgCyjgjJMMnguvVfL5CjSggqxXGCzH+KmPS0lP6AUsceOdXD0LBXFjDHIQt3UVdFWBjdMwow0na6JcclYWgb5wSppR5bT1HuhXBnilAIaVrYmcG2OXXM+6uqaOLk2wmCcolWzUQiJmmciTgtsdEM8e7qPmmshTgpYBoc/42Op6SLOcgRRhtPrY9y4q6E1mA3f1sXRYJJo+UkuJOI0QxBnaviKo7RLPbk6RH+SaL0k+fx62FLFlmkwtOp0noWUFA7QCcAYscYHFuvoDCNw0AYoL6Qa/jN2DDmFSY4kpa5Bq2Yjyei4zLVcPTwoJCW2SbnNRvaGCYI4R6tuYBxkGE5oY0C6TpPuRUqSApCm2jQ4DU9xhtmGi12zHla26DosColdcx46gxizTRerbghjksBTDDcDBXCkGQ2LmYbEQquGUZBi36469i3U6XOWbCeENX0LDx/d1ExunOa6wHZtAwwgB4hhgt44xgffY+DE6giQgMEYbWAtA6MwAxxil4uCvheipNCuBO26i3OdAK5NnZLSd9Z3TD2k2RnSRtAwODzXwpmtMaSQMB0qtqUkX1YhJSzOsDGI4FoGNgYX0TArVMzqNUYQZ+gMI/zeV0/iyw+fxV89s4Fdsz6+/9sOXuulXROUWrbZhoOb9jQwClL8ty8c0b//wW8/hP/7D72hKlQrVLgEpJDojmJtVL68NkYY0w18HFJrWQqp/THjdJud2RpE2Dtfw241sU6T6RztuoUoybHeC5WhPFcT1WRVVHNNSEiEcYZnTvUgSTuAIKJJ9d4ohgRJBnS3SNJ//VGi7YKEVMlWinlqeDRUkgu5I5KUgZjiOMnRn8QYqzaolFIXv7ZNjJYU9DppLnTxsWvWx+IM6eQ6wwjLa2PEeiiMCpatAbV0O6MYrboN3zVUTCm1w0+tjWGbxDR2hjGWV0eIUmIcnz1DqVGmwZFlpNk8sNTQMoX+OEGr7kAIqZwRMhicpA5l6zZJczC2HSpgWxzf9vo9FFtrMDQUY26ooigvKGhhrFruuSDrKgYqujijwbbeOMYkzqllHW/7ygopkeQFChW9GijHgXGYUTtfWU616g5WOhNISQlF44hYOZIJ0LEvtxq+Q8wwQFrchbYLxzJgmBx7F+pqaAjYVIb/y2sjNHwLB3c3qd3PlJtDWsC2DKSZwDBIwBh2hFNYpoHFGR++Q0WZ5xiYb7nEUk4x+YwR03tmc4zDp3swOdMyAMaIiXYtA001PBbGuUpfGiJRzGtnGKHmWTAN8tql4pbWSUEcJGexLI7ZpoM4zbHRDyFBDL9lcp0MlRcCe+Y8cEbDd6MoQ5IVyiGD64hSxya9MeMMpzfGOLBIfqXDcQZRRgOrMILeKEarZukOBnUrJihk6ZOruhlhpqnjuZaLPfM1tOoOZprUCUhTGoozTb7Dl7g/jnF6fYQgosLfc4g9DRO6XtKsgG2TTEcKibFyq2CM5CWmwXBuK8AkIkY8F+XOALhh6dIEXVWsXmP8xz98Gv/iNx9BzbPw6NEOGAP+Hx+95zVfjH39yTXsX2igXbfxjafX8bjylJtr0ZTqKEi18L1ChQrbYJzhsWNb+OpjK/QzqG1YTigPJjTpvM1eMj0IBAC2zVH3bZxaG2NzEKE3juFYhi5ok0xgZYsm1A2Dw7ZIczqYpMTiKWYsiEk+cOLcEI8c3aKhC4Nu0mW7mBhSoSUDlslgGtu/v+1AG4f2tlD3LM0SMaX3i5JcTXLTz62apeJCU2rf2yalE2UF9i7UsDjjoT3VkgeArJCa/QLoGBRCqCKQqYx1odZGzCVjUMNdEnXf0oVNf5IgTQU8x4Bt0vM46n8B4MTKEH1VtAOkB6x7Fg0h5RIHdzdw894WPIemu2uure8DpslhcoYvPngGeSHgWIYa2mKYazjwHENPgU+iDFGawVGRrrmAZqF3zZGx/NmNCeKEUsu+dXgDnAOtmq2kH9TOLlmyVt1GXtDQUpoXWO+Qk0I52T0YZzq+txBkCF8OyNkWR8O3wTkVdQanAs4xORbanmbYybZLYvecDyko+WijH2GkHCBMkyOKKTGqKCQavg3fNeE5Bg7tbaJZs9EZROiNyeR/OEnRGdJU/2DKyaLUdSZJgWfPDDAIEjR9W7WzIz2UNAroWpZQzgJpQRswUH1nqPAEk5ebNvpdlOTUsgfDOMwwmJAeM0kLbPRDLRs4szHGM6f7GAQJvvDgGQyDlAabJEWa0rAgvUbNpcJ4HGbIMtpwPXhkC65tYnMQ4oySxY3DDElK1l2lgwNJBVQ6nSw7DxY6w4iuEXX8o5TcJdK8gBACrmuidBYr35uqdZFmBYTqBJR67FxItGo26qqId0xKR8sK+nyX60rVQFqU5LAtshSTQm3I5IXRsdOoitVrjDfdOo/uKMGSEu9/8J03vuptqq4EP/WhO/Fj33M7/te/+UZwBvzKHz2NQrESQkr8wm8+gt/5s+PXeJUVKlx/6AwixGmxPb1rGXAsMlpnynB+GjXXxELbh8nJl3OrH+HYygA15V0qBPQNr+lbKt+btJyQZPAdxsS6kj+j1MWfUL1UzjkMxtEvrYPUXjyMqU1falcpWEBi7zwxR6c3qG0axNnU5rRk26igmm+7qtBmqsgjlncUpHqQKM0KKhxGCR49uoV1pRG948Y27rxpFnNNl4on04AQQCGE1jCW2r9RkOqpaNc2EEQZxYf2IwASDd/C/l111Fw6RkIAwyDTb7YQEjfs3maOJsoxoCgksrzA1iDCmY2xDi84fKqLcUgRlqbBECbEdK13Q3SGsYrJJR2rlFRszjUdNHwLUUzBC0leIElz5d9ZYPnckIZkPIsKSc9CIQRMzrFvoYZmzYJnG2g3HMw1HdiWgTjJIKTA2S3Kuo+SHJ5taqbbthh640TrHMsgBd+xkGQCq90QkFS00AAYpY89caKji5MsL5Ckgo4/qDNgGkxfgwxAEJf6SWKk2zUblsmxe66GXbOkmeWMqetJhTkYDJ5i7aW6Hm3TwMKMh6IQGIc5BkGKhmehP45pgE1tykpGeLZBg1TTHYFQDbflhdDuFa5jaP1ymOSwTIZJlCMIM62r5YwGn9JcIM0K5WlaaB9Tx+bY6kdIUtrYCUlFaKSeD6CWfbNmI05zHNjV2OGY4Nom8kKgP05hmRybg2hHAAJAxeZc00WcFBQcAPKsLYTEOMownFCAB0DyC0O9NzHFHqcZhRuU3q+28rKt+xTmMA4zxEkBQ22C10ubOEbfJeUxCNTruDZ1cKb9bc9HVaxeI+QF0erfeHoDe+d9PHtmgLmmgw+967XZ/j8fpRxgox/hfW/Zhzgt8LXHVwHQJOVfe/sNeOCpdZxYvdA7rkKF1zIkyMB+/2Jd/SyR5qST2zNfuyCDPEwynFwdIisEFmdc8uhkwO65Gg4s1WmgJioTpEhm4DoGZpsU61g6BPRGMcZhiidP9HDi3AhCBQ/kudAF5K45H3XPwmzDBecMa91ARy8CwNYwwiTK9KDUyuYEz5zul11C1RaldRsmtEdkGWsZpwW6o0RPRw/HZHD+4LObSJUeNYhzVWAADx7eokjXQUT58VmBcZRhrRttSwsAKkQktOaVMeiISqGmnWuupSJnY8WWqnhVSbZhcUrT2+XAyXzLw017WrjtQBucUwv6Sw+dRWcYw7UN2nAUSm+a7PSezfICtkmJU1lBefFJVtoocc3+mpyKCCHpWJ3ZDHBuKySGteYgSQuc3aSI1iNnByRbKCQmalgpSQuMo1xtSqQuTm7c1dCFZF5QG7yMYw0TMo0PYmIkcxXFW7J4WSEpUUo9F6CKLCFx+HRfJ33lQu7oMM63HBSKqRsGKeKswLGVIb7wzTM4uTYCg7KLUnIPxqk1XjKr3SENEGVqGC0vJHyHBtp64xg9FZpgn2erZnBiOD3H1Axoqs5NlOTKC5is0WqqgOeMikpaawKDU4qXYTB9rabKc3j3PLHdNc9CogbZSku4kqDJconZhgvTpE5GyQCTk8f255mrQSXL5LoTYRocpsFxamOEUZAhSqhYnGm52mnCMqljsG+hhtkmOTxkqhAP4hyx2iiVKIfXOCepRyEEemOK1c3VJi/LBcKEhugmEUlaLINrf2WKay4ASP15nIQVs3rd4TMPnMK//tRj+Nh9t2ASZbhhqY6f/sFKizkNKSW++ug55IXEB+49gN/806P4+hNrAIB3vn4XDu5u4FNfPl4lW1V4RUEIgY9//OO4//778SM/8iM4ffr0jt9/9rOfxUc+8hF89KMfxcc//nHdhr5SGJxa2GXue5qRH2l/TLrAMD0/hYoGKYwpOyvfsagQjcuhE8CxOLYGEXzPghQSR84MwBhD3bP0oA5jpTUPFcxlC1wIiWbN1gXK5iAC59R+dy0a5hgFKYIog+dsSw564+0Wbqvu6KLVNDnCuKDp5XGC/iQmr1WD9HWGwWCaZHcUp7n+Xs0LgVbNRrtOA0kb/RCPHt3Sr1EWmJZJBUoQE3vmmCZaKjrU4Exb75QbAtPgagKdpvO3I1W3B8bGUYbjK0NISMw2Xcpwz6ktnBcStmWgUJpbgI4fAD1cVfdM2KaBLKfiNysE5poOXNvEljKpH0c01CWE1PKPPBcwGE1hzzQcMEahCCfXRvjSw2eRZgK5Sg/a6IVIswKRSiyjN0BFUKHM3pOswFov1NdGXogdw0UA0B0lOHluBCklPIf0iqbBceOuBtlQ5fR+S7kHecMKraG1LI40JRY3zQrEyu7ItQ1MIhrQKifPLZPj8Kk+cZrl9euaO4b0aJ0Snm1oW7L5tgspgDAmVnfakaB832kqsNEnFt62iE0vCgnXNtX7YsonVWqPWtNgMA2a/ueMWPlxmOnzWvcMNWRUfl459i3UceNSXUew1j0aVhpMEpgmh+sY6IwozrY3SrQe9dnTA5xRgRQUpkDJjzu7J7S2OC6we9ajjdEkxfLKUGuo655N2uNeiHnl7BDFhWaZAWi2lXOG2ZYDb6roLpni5bUx/vyxNTRrll7DtGNIpBjm1U4AzzHJMo0zTOJMBTFc+l5eFavXCDfva+GNN8/j019bRiEk/peP3P2anP6/HBhj+Ps/cBc+dt+t+PB7bkKr7uC//vFhnNkYgzOG+7/zFhw/N8SDz25e66VWqHDF+NKXvoQ0TfGpT30KP/uzP4tf+IVf0L+L4xi/9Eu/hP/23/4bPvnJT2IymeArX/nK83r+QkVGbvQjGMa2lyRAxdj5sc2Oxcm3M82xqtp1ZzfH2BrE6AxjpdcjrWqW0009Sijr3uAMcy1Xt65nGja1kl1iW8q0oXFIQ129cayTrUprrCQrdOHZ9G0wEIsXpzk2egEWWt4OzeooIJN8ISi/nqsYy3KamwoGA0szPtp1h4Z88u0i4nU3ziDJiDVamvEwU3dw+4EZeg8MaPmW1qd2RzF8x0SU5SgKoaM2t6ekKQXKNqnAlhKYbbqoeRY8x9gepmGkw5USKHKBc1sTHFsZ4MzaGJt9kgK4FkcUF6gpNwMwaLaPc2ASUaGYZgVYaamVFOQ9C2p3lw4AWSF0wZZkBYSaZnMdQ0+G5wW5F2wNIzBGxSgDJZANQ/JVlaBhJaEqQdOkzUnpiwkQEylBWmVgp59nrq630ny/M4z1tbLRCxEkOSQkxlGqh6LyXCDLtv1ye2NyaigTqDzHRM21yM4qSgG1YQoiGlYuB+3KZUyTGRJQqWK0KYizgqyr+PbnpExTywqB/iTGQJ2DUrLQrtMmjAasqNUfpzn6JbOojoOQElFSYL7louaZsE0atjO5ob1QR0GK4+eGOHJ2gPVeRAx5XmjrLykBkzM9jFhioq71wTjRKW2c0QaNsZ32W6W7QgGBJ050kWQ59sz5dP1tTiClxChMEUQ5wrjAytYYnUGshvIYfHdb10qvnSHNSPojlB56MC6DE0g6kBdC+zeXn1s6vlS8ljrvLKPPcZoKnSR2KVTF6jXCtw5v4LPfOI3HT3TRqjs7ousqbMNRdixPL/fxkfceAhjwL//Ho0izArfub+Mtty/id796QuvLKlS43vHwww/j3e9+NwDgnnvuwVNPPaV/Z9s2PvnJT8LzPABAnudwHOeiz3MphEnpAUoFoWWRqb1hcHiOgaKQO1p6aVbAcw3dygSoqF2a8dDwLRgGU4lDZLZeFsCzTQeFJJZko0e6zUKxTEGUI8+lvqn6roknT3YxCjIda5kXFPGYpCWbSVZXab7d2gboJjmYJJTMA+xgLV3HwGzD0TfEXGy3wcuM85pvYXMYKTeEFF99dBWTiKb207zAoX0t1DxieRyLI1DShTQjd4CikBgqs3chSF9qmmTGvtYNMZikmEQZmr6N+ZaLJKUiNkoK5IXQDN9s08XijAemYrTTTGAYpuCcCsJUTfPTlDRpcgshMNdycT65nufk85nm5EVqqfbwTIOY1iCiCX4619uM2GafCtN9i3W06zb2zNfgmAYMgzY5hkHFju+YMDmDYxqkUZYSYVyoc5rBd03MNhxEMcWZCgGdICYlFSyubdCxFEJnv5cFZ15Qq97gXBeiVOyyHWzewowHQOqNAADttT1Uw0vjMMXmgBjhiYoPLWVkAAUsAMQqx2mBLCuwNYhp48YZ6q6JPfM+WnULhsF1sEVZ8I3CDLtmfc0054XAOEq1LhOggizNhGYRyRFBLZhRnGouJEylI13tTNDwLAwmCYpcYDRJtCY7zQRGYarCH6D1t6U1m2sbWJrxUAiJZt3Wn6dWzUaSCvW+oAvwErbJcWp9rIvplU1KyxoGKRioMOUciFOhzMbob8pNSPl3jmXQ5hM72XSAUu8MgyGMC30dl59NKUm/muSF0r2XKDcK4oI1T6MqVl9mHD83xP/xn7+FB55cxzhM8c67duGD77yxav9fBlJKfPHBMzhxboQfff9tCJMc//y/PwwpJX7ovYcwmCT404dWrvUyK1S4IkwmE9Trdf2zYRjI87Kg4JifnwcA/MZv/AbCMMS3fdu3Pa/nn295WJqvodFwkanij3MO2zbRqLswTI5GzcFc24Ntm0hziVwQ49Ru+viue2/AnsUGZto+GjUHeQG0mx4s2ySdn2ui1XCwe6GBes2DaRhKS2ciF0CUCkjGwE36d9PkqPk2HIt+rnsO5dI3XDiOqR9jmQbSggayXNfG3qUmGnUHaUF6TMc2YNsmbPU8tm2Cc45MSNR9R6cvpTnlw0dpgUICe3a1YBgGdi/UEakIWN+z0Kw76I1THD0zwOMneugOEwhJca5JLmAYtKZCAvWaA9+zYNsmSs6u3fLADA7ljIVxnCEtJFIBXZgYBkecFqjXHBQATNuE51lo1R0szPq4cW+LjrEEhGSo+bY+HnkhYNnEjrquqd+zrY6Z61rqvBoQoDjSTAh4roVmw0UhoZ/L4BymYaDm28gEcK4TIs4FBGNYmq/DNMlXNSukHgqLcwlmcvieDcs2Ua9ZWqd7y/4ZNFs+ekGmj6c9db5N04DkHPWaDSEZHMdEkkvs29XUv+ecq+RCA55DG5D+JEWcCf08nNNj6bqzYNsGwDhyAYyinAb3DANJprxGaw5Mg2O26WFxtgbLMmBaBjzPRrPuoFFzwDhHkgmkuaCJdQEMwxxRKvRnxPNswOTwPBumaYBxTlrcQmIU5ah5Lho1G7ZtYKblgBv02Nm2D9s2YFmGup4FVjsBzmxOYKjj73sW9iw04XoOskLC82y4roV200UuKBg5zgQY5/B9OuaeZwGMwfcsMM5Qrzt0/g06Fp5nw/cdOI4J17Uw1/bhuXS9lv9tDRKYlgHLNnCuF8E2OeZm6DvAd23smq+jWXcx13IBdW7AGLkRmBQVbNsmXHX91X0L4AwzTRczTRe2bYJxBtM04bnbn+vyfNo2HZMkE+R4YZsAY7BsQ33+Tdywp33J77UqFOBlhhQSnRFdKLvnfPzt77m9ihB9DjDG8NM/+HrNsj5zuo8Hn93E7/35SfzQew/hfW/Zj8/+5Sm86/W7dXuhQoXrFfV6HUEQ6J+FEDBNc8fP/+pf/SssLy/jl3/5l5/3RlZIgcGQ8r4hActgyPMcQSR0IpMUAlFcIE3JKzFNC3SyCGdW+8jTDFma4/GjG1jthLBNjpmGBYuR3yVnQJSQNdL+BZ/iKwGkaY40zZFlBcYBxTaWkayjCQ2ZCCEgREHT3UEKKahdSENEZGfDAUyCGJ3eBDM1GxASE2VHlaY5xiFN2jd9C0OVQlWaxZc+qUUuYBk0bLK+MYZjMvQGEcYB2SrZBhWDZSpUNqXPrSnbHmIDSQOYZ8Rs5XkBqUIDmBBYarsIAmLHJiHZL/mOiSAkhq8oJGybIwgTbPVCFIXAPbfM40yWI8sYojDDcJyg7pkwHRNBSANJpsnguSaSOMNiy8Fal1jS0SSB5xrIc4EkyVFzDHi2gXFAiUSTICNDeg5ASphcMZXKtWESJBiMYlgmRxznOLkyUN+rgMG3dYm2xWGbHFGYgoHkAiZjcCwOgwPfeHIVDd+BaxPDbJkCWS71+U7TAlGcwWSkte2PEqRZjixtQQjSx/oOySKSlI5bUQgEYYpGzaZ1pwXWtgJwvj3YRteahMmBSZjAYAyWsc36DcYJXNtAfxyRF6+U2AxSeBYN9sy3XPRGOfKC5BZ5VqDIC0wC+gxEUQaTA4NRhP2LdexbrGNta4y1zkS3+DmzwKVA07OwkeToDxOMJymsvbTmVLG3jmUgTnKYloEiF+gNyb0hSXKsJxMURQ6DA1v9kNr06vOSZTlGkwKtOtlA2SaHFAJhnOnjcPR0D3NNF/1hDNNkmG86OBskiGKyr8pyAdviO747ymGtmZqNLC0QRhn6wwiNxQZGIZ0fxpQnL4i9j0GpZHkulJ5cIs0KmJyp6x2YBAn2zvnojRMMwwyMqyE1gyFKKByk7JKkKOA7JjiAjW5Akp+8UG4RBUReDVhdNzi6MtC2MpMo11+QFS4P16aUkKdOdvEdb9yL9791P/74r07jr55ex/e940bceXB2R/uoQoXrFW9605vwta99DQDw2GOP4dZbb93x+49//ONIkgT//t//ey0HeD6YhDlGIQ2CtOrUFq65FmYaNrJMYBymaPqWbmHaFmnvHMvAmc0A670QvVFMue0tF626jdPrY2Wfw/XAzyTKAClR90ylPRU6acjgTD8OoAl2g3OtcfNdE71RjFDFk0oJtOoUTxrEOcYBeVSSFRbT7Wdgu3BJswLtuoOGZ+m8ddc2tHk/52RK3h/H2jA9z5VOc0Bxq3XXwkzDwb6FGlp1C5a6wVsm0xo6xqAKFUreKofJltdHeOpkV8kJBIQQuHlPC+26A4ntwRLL4AjCXGkyPWrhq+nqeGrYrZwS910DeS4xHCeYRDnObgQ7dZdlOzzNca4TYDhJ0fDJiqp8Xcp0p+LJNDhsi+tYWsvkUz63JBuRkEhSKpJdx8BNe5rwHBPjKIMUwDhMkeSFMoKnVvPK1hhZIeBYdE1MWyQJScNMrm1ORaMCK1sT1Xq3tA2WlNTqtiwOxzb0EBgAlVpF/z9XEcBQQ1DlAKFlGFobDVCbOohybX7v2NtlTppRi1xKOn5RWqDdoOvVVBKIIKJhn81BhDyXcGwDdc/CfMvDTMMGA0OU5coXVepzIsW2rlVK6M/UDUtN1H0LG33SlhbKCN8yiGmUUiJJCyRKP2saXLXXKZ44zUhOMt1yNw2GJKV/Kx0IeqPt6zxO6W+a/rZkJi0o3hQAFmc8svIqbdoyGnycKOuqIM61ZrV0RyjPb5wWO/SlpsnRH6do+DZaDRuW8oQtP/9loVqaFuRCaL/VLBf6O4GGQBNcChWz+jIhywv8+uePYPecBymBRs3CotKEVbgySCnxxYfOYr7p4ke++zZESY5f/ewz+IcffgP+57/++mu9vAoVrgj33XcfHnjgAXz0ox+FlBI///M/j8985jMIwxB33XUXfvd3fxdvectb8GM/9mMAgB/90R/Ffffdd8XPn+aFNuhe74WwTYY4pZvY3oUaNvoRzm4GWnuaZjQE46jBm5WtgOJVDQNLsz6WV0c6QcgyGVQNAMYpEvJch1hi02DYGsQYTlL4rgnfNfVmvOlbyJRvZZoLlRfPtTbUUi3fshiueRZqnoXltQmyvNB2RICEZdGgSpIJyCDFTNMh9gmkqzRNDsZIN1taBm30tofNAKi0KirUm3UHJ8729YBWOdxThiQApM0L4xyzSvfIOT0uK4SeCAdoKKfUAJbJU0GsUrBqDtp1B51RrFhmiYU2bUaGSrNIXq7Y8bqmySG2U3BhsO1whEIxipwxLM362qcyzbZTpDgnllhIiTgW8F2mTO0pBjTLCxRCaJN2QKI/2tYIm0qTGsX0fsZhipprwndMPdxTouaZFCcqyNapO47IjcBgerBPCgnGAVmoCFpB1lZ5LtD0OfrjGIk6B+26TYxwRBulLBfkDKB8SMsCq1mnwpXaznQeCyFhKMYd6v2f3ZygUbP0eT6wVCcjfEkT/kJKMEnDajXHwolzQwwnKXbN+gjiDEszPtK8wNEzQ32e6h7JUVp1G4UQ2OqXEbEckzDDRi9AkQvUfEsX4fSeC82WNmuWjiguN1oADWFRBC0liBkGg6USyySokGaMni9SrheebcCxDLTrNnUblP9sec08vdzD0owHy+Soe6bWj5Za5UlEG0Rwuv7K3zfVcXNtQxeiNEwlsTUKMS9cpJlAs2YrX1nsYFU5Y7BtDlGU435lyILUm4VRcOmgn6pYfZnQG8U4szHGkyc62DPnY6Mf4Wc/emulVX0eYIzhf/6B1+v2xptuncdfPLGGX/69J/Ez998NSODhI5v40Q/cfq2XWqHCJcE5xyc+8Ykd/3bo0CH9/5999tkX9fy+Y8K1DbTqNjFvgxSMA3kuca4TQEpgruXoG46EmiBXQ4rlzZ0SqmhKvMzzDuMCdeWvSRP7FLdIBRwVQeUE8DTTxkB2WLbSsYUxmZx7voWsoIngSZhp9kVCYq0bIs8LPSDU8C3KvM8yGAa9VpILdFR+fFkcCiHAsO2BmmbE2pUtaqa8KW2TIckKbHQDmAZHzTN1waoWAa5amZ5Lx3QUpErTCQgDSoO3zSCf2ZioFC6+w/qpUHY9w0mCKCU2OS+o9S2nQ+inCtVmzUZ/FO+QidU9E4ZBhdEkyjDbchBGNIlemtTbFsdsw0V/TLGknmUgF1TcN3xLD41xTlIIKuIpMrevprqHkwwtVQBmOTHhaU7MdAnT4BgrT17DKFvFuT7Ga70QAE2Tpyp56eDuBk6tjTEOMzi2AYMx7F+sI1kZYpJTq9u2DHAGCJDzQ6aoVQmprz3bNzCcpFoiUKZLGZyYZcsxUAhBLgbbc06k9bXIOiqIiNVd60RwbI4wzWBZHJZB4RK2smpLswLrvRCmQWb3nNFw4SjIUPcsRGmOtm+gEHRMXZv+f5YXWlISJNQedy1K8rIMjmGQ6cE0xhganrKLS0gK0qxZYMqQP06UTIWpjZb6jI6CFK5tYBzmtJlgdN1wBji2ic4w1gENQpTiFiinEI5MSkhB56uMvm3VbTVUR92TsigXUklvhIRtUQGcq6CDpVkPkVoj50xt7gotz9CbEiFR0nOWSYOGpkFFbOmAcClUMoCXCafXJzofuDOM8d1vO6BTWipcOWgnyfD0qR7GYY733L0HgMT/93cex+n1EbXkKjlAhdcwmjUbnWGEk+dGAIilMTmHbfNt1m6qKCpZlzDeLlYZYwjiTMci1v1t6ygJss4xOLU5SyunNBPUlvdtnL8Hn8Q5HJujUJY9NdeEoZibPfM+aq6FumchU8VQnBRwLBrwaPgWWnULnmPqNmtRSM1O5gXdBF1lhi4EdEHXVt6se+Zq8BwTTB2f8rhQGxaK2eFYnPHQrFlo1W20auQy4LsmhFAhAIzBsrbN4rO80BZVgNLepgUYJyaq/C/NckRpjs1BBCHUtLiUOLoywNnNAEVBLJ8EaWYNpbctz1eZwkR2UwWCKINlcgwnpE3mHNozM0kFea1KiWbNUkUpKBrUIKsxw6AWs8GBzX6ErJA7fEl10pnSMBaKBS7Z5uEkRZjk+rjtoIMBjIMMQZQhjHLQk9B1trIZ6PdSnseSjXMdupY8NcBDk+k5koSkC3lOLGHNs7DQ9uArC6u5lq3TpZKUWNgoJTeKohDaiipXx8k0ODijY3quQxuy6Q2BkFSsd4aqbS/LgstA6XhBOl0KesgLKtLHYYZJSHGvWS5oIj7OUfcs+I4FBpLD+A7ZrdmmAc6309KiJKeIVyl3RPqS1ROxsmXkaW+YIMkKLTWJEtqQ1lXBO5yk6I8TeDZ1KwwDmGu6ynKLLNvSnCzjGp5F0ol420GifF6Dcz1Ux0HFaxDRUF25OSxUgEG7YSMvyKUijEmXXnYcfBWqkefbjgmcEUtcKNY+n9rcXgxVsfoy4E++dQb/9fOHkRcSu2Z9NHwbH/y2G6/1sl7ReHq5h8dPdHD/d92MpVkfpsnxRw+cwne/7YDOm65Q4bWIcZgizSU6I/JKtEwO3zVgca5avYZmKwG6edc9Ey3V5jMUM1JKCWYbDoZl4o9r6NZ+mOQ0gT5lGzdW/pwAMUBl0epYHJMw19GiTHlvDibUUmYqopXM44nFHajISCklhhPSESZZoa2eSu/UmrKyKhngum8puynKuD+4uwkpSe8oQUNEpf7R4EBTtW8B6oCNggycMQyCBJDQ7d0yvnW+SfZeZaJVFFNxUmojiemj9x8lhWIVGWoORd4GcYZRkOk0IYA24WUUbZTScRqO022mWdWC5XPmhdSa40KlQxkG6VI9x8Bc01NJR2SDxNR5LUMXWjUbnBP7pqNv1fO16lQMOpaBukrlKm26pIROopISaDdsGsAppF5rqa10bROWYtHzXKpEKiBKC8w0HHBVCI+CFKudEEVBm6TuMEackEzj/LyXLJdYbLs415kQ651SwVXaN5VJTI5laJ/TspAtB8CiNMc4pOKy7GzOtVzMthw0fUsX7f1JqoMEDOV1KlVAAklZyGnDtQykOW0gGOPaKq5Rs9Cq2WSJZtNGB4xic6MkR8O30PBtmAZtIskPFai7ZKMWxgXGIbHl5Fu6bV3lOSYMThrfOC3g2iYxqlPWT0FMQQRpJlRIAbGgvmMpHTE9NsmE3oSkKrSj7ArUPQuWks+MlPa43JxCPUOY0uZgEmZazw1s74cbNQtpvi1LsUwDlpIzpJmArQI4Lu+yWhWrLznyQuAzX19GkgncceMMTqyO8LH7btUf+AovDB9+z034Bz9wF1zbxE996C4IQVGS/+Z3HsfvffU4vvH0+rVeYoUK1wScMSy2XW2kH6c5ZZTHOWyTaz/NEmVCEBjTjFUYZ6qY45hTsYzlDZVzymz3bJOScZQEwLY4+XuqAZxpWCbHJKKWZdOnFja1SgWeWu5jMCHfU2rHW5hve1r/OlJt93IYQwhKdUrUTVhKiV1zHuoeaQ4nIWXZA3TDPnpugNXutraSG4zayYyYrsE4wXCSYaiKE86hE4IyNQVtqYKiKAQ6w3IIZOfttdTmUfgA+W6WTGuZcmRwrllEz6HBnWbNQpTkGJ8/QJYX8F1Lx7kCJIUwp86dqWQXxFJRIpjBVfKWem2ArLQoh53kGb1RAiGAtU6AW/a0sGeuhkJJCDhjaPqWlhZo7a5SKyRZgbpnwXUMbPZizRZKSWwsFU+GKtQUi8aBhmeq4AFCXkhIxnQ+fKY2EKVPLrAt7chygZpHQROr3RBJKpCoKNcoKfRzEmtK6W2Ls57+23IN05KBUqPJGENnECOKKcKWEq4seLahU7FqrokkyxFE9J9lEjtrqGNecy2ESY7ZpoMDi3W0fAopmEQZzqyT7AFSak2mY1E4w3BCG7K6b8EyaZNWCAnPMeG7BhXPZcWu2GDOgYW2C4NTQtZ8y8X+xTqkINbdtkgCFCc0CNWqWai5pg6YGAUJwiSHZxuoeybiNMcooGu8rsIsSozCVEsOyjAHZ0rL7VgGJVlJOo8MwFzb0bpgAJiEGSWNKUa1NyJNcjkQHSuf5bpvXXaGp9KsvsQ4cnaAKC3Q9C2sd0Pcc/M87rll/lov6xUPQ23jnz3dx9OneviXf/+dcG0D//b3n8Lnv3UGjmXg7kPz58XOVajw6ofnWAjjlFhIZurPCkDt+7pHwzElG8UYQ65cAnbN+nBtE2vdUNnOGDizMaGoU1DmfbNmIUwK7Fuo4Z137UIYZ+iPU22yPtdy1cBUqtrAxP416xYW266+adPQDWk+DUPJNqUqqphEw7eQ5gUmEdlBjUNKdYKk4S5IaJbXdwwUAjoulvxHSY+3shGgJJxMkyQRcy0XhaD3KKba321lsi7kNsMcJjkYK9DwqWCPCpXcZFGxmaTEFE8nBjk2/W2SkY7QtgxEaYE4E2jXbTjlPVlKhAm1lFt1Ww9YMU7xst1BRB6USkspIcENBtfkql1rwDI4hKRCLVADO0JKCJA0Ik4L2BatZ77t6rY4oDS9eYGaRVnyeSHQH6cQkmyi0pxa9DSxn2uZRl4IFJlUbWwAnFjt8nyU6UyFkKi5JlyHhn5mmw7yoo5zWyFqHq2tHPSZRHTeLZODwdRFbIkgytGoWcgLgd1zPjb6IWquSaydKqiSrIBnm8iLAlxu65Zrnqm0qvSeDM5Q9xwUUihDfFCallSaXqgNnST2eRRm2216SEjBVQFLTHfDp9caBRn641h7/jKGHawpZJnyxDEME9g2rcdVOuIsJ50tY2SsP9sy4TGS22z2IxhcosglNvoRDizWsbw2xu45C71RglGYbSelYdt+jAa0thPUKNkMSHKBOBOa4S47kq26DSlTci1SzHKCacP+qUQqKeBYFjKbNmaTNFfDmdvfOeTUQZsGT0k96H1KJf1gyAugP0r0Z+hiqJjVlxDLayN8/fE1MAAfu+9W1DwLP/z+W5/z7ypcOQaTBKc3xsr2heHAYh237msjSgr8l889c62XV6HCy45RkFBMqoriLEuxMjYRoKKC2EOpLXs4Z1jvhUpPqabHlWY1TnNt+1P6k65sBegMYwiQ5Uw54T/fctHwyCNSgnLeA9WC3+iF6I1TLMx4SFJyBagpA3FyASAXAYPRzyVLNj2sBACuRUzebMtBq07FM2NAzTXQqlkwOODZptqsUsFUWhYFcYaNXgjOGXzPRN23tbbUd03MtVx4Ng35JHmhb/iMQUXLKtlBQUxgXgicn6BnGtSirXkW2jUHqfLdNA2G3ogY4zCm4qcsHpfaHm7e20KzZkEKWidjNJTjOybSjKbm05QKDMvkqtDncG2uh2Fsi1rvDMSCNXxLJ2kJIeFYpmbJikKiO0y09tQ2DTRrFHnrOSZ2zfoIIzr3nmNi95xPlmCg4sO1KUY0SQWdd59YvDCm1rBhMG1VtNoJsdmPyFze4mr6XulSM6HlC2GsugA2Db1NI04KNFTAxP7FOnYv+DANBsOgyNSSlR4FKYSg54QE0lQgVANABmdo1x3NwlsmvR/OGCbqnAQxRdtKSBVjS9dBKXHQMa3K5mwwoVSuYUh2Y5bB4TvEgjdqNmYatrIWk8rmi+Qhcw2yXgviXNs3tWqWZrQnIXU4kixX54yh3bAxnKR6E5pmApOINjm0uSq0lMVWEoUooZ/jtMCu2RoMTuePpDSkZY4S+k6YhJneRJiqE0PfAXSNh8nOgpKGM2mAbnGGfJfLotN3TbTqFGjAOXVEpCTZi2mQR69Q0grH5mg3Lp3WVxWrLyE++eVj+ObhDfzQdxzCW1+3hJ/7n96K2aZ7rZf1qsLb79yFn/nI3WRyneb4+lNrsEyOfQs1PHKsg89/8/S1XmKFCi8r4oza8mVxaptcMzbUKid7JYNzXZQ6tmrnAdgaRtSKtE0UkpicsbqBeY6JMC60HdLhUz2cXh0DoJt9EGVY6wZ6EAMgi6CGT4MfoyDDcJKgO4whQQb+WSG1Bi6ICq1dLdc5DBJ9o+ScWrQGJ7axyIX222QMGIckL0gzat8XhcBaLyS2UFBxVvp6ljpEChmg1+8OY1XIZ8iULlRim+kqoyw91famNj/p8eZa2zfavBD6xl8OfC7OeFic2Y5OLZnopRkPnmPi2TMDbA5CPWCV54KM65X+Ni8kVKiQXku5FfGVX2zDJ51ks2bBtgyMQtIt2hYN9ax1aTNSanSDOKehuJqDXXM+ds35OLi7gd3zPvKCBrU2+pEuNHzXRKtGOlXH4qrQpjWUQ1G5oIEo0qWSH2hpNr/eCxFGOWl0xwkFAaiCn3OGcZhqQ3vL4HqgDqDinApHgdMbYwzGKaK4QJQWGIcpFtoeWnUbaU4Dd2JKtnJ2a6I3PFFaICsKBHGu/LtpYzM/Q/fmPCfGjykafzBJESVkB5cVQhWUtpqWz7UXKWcM7ZqDhRkXSUZ2YBRQIZWNk6EHA2kAiSlWGDA5uW6UQ2a+a2pZiQTpRS3FfkcxBQas92hYLVEacEsxp1kuMNOkYjyMM2RqME2CUtUeP9HRrHVplVUOSs61XK1nd2wDtsm07tpW+vFys2aaNKBoW1TQMsZw+w1t3HlwFpbJ1POTX2wY5/q69x2TAkPUsYxTkicttDwk6aWHo6ti9SXCiXNDnDg3xL4FH6fXxtjohZVN1UsExhhOro7wa589jL/9gdvx1Mke3vn6Xah7Fn7nKyfw4OGNa73EChVeNtgWR7tmaz1nGCvjdaXzjBLSHFom04bccULDHEVBTKvnGIoxFNgcRkiyQhWAudJbkiVPb5zQpDcnJq7uWRCStG6lbQ1An1FPWWr5jolcSBgG6QPTnArHoiAv2EwZhhOTy7F71tc6utIWCoyK4GGQYa0XYabhgnMGrmIxbYsrnWyuC+ES5bQ/sM0eTyLS7RVyW69aUzrdICKWMi8E1nshRkEGxzaxf7GOGcUEWQZHd7htaD5tph4oHeY4TJEpBrFdt+E5BsZBpm2sojRHnBbY6Ec6IGB6EM73DMw0XO1mIAFinbMCg0mqW8FBTBuLNCMWa/ech7pLRVndt5BkubKuKp+ZpubnWy7GYYbltRFGATG/W8NYv36aC6x3Q4yjDEJIzDRdZBlNvVsmvT+oYkkCGIe5bs/XHAvNGjksNHwLiWLqhSDfWHKCoOurVbMARsddbCsWtA64M4whJXn8DnSC2XZIBWlRlZfqlESgfI6iIA9Yy6ACL4gKLZ+YazpaA1xO9ecFbbak+nvXMbBvsQbToA2hBG1EysJvoe3pAagkKxAmGcZhirUOJVh5iuXvDCN0hwlyQWETvksWVRu9CEFEIRI118R8y6FgiSiHEFINMDLd0i9dObJ8+7NtqIAMWxWTQMlqUuFMzCsNJQaKOd87X4Nnm9i3WKPPTpjpjSnnJBsoi1pApVRJqaJ8SRt/+FQf/XGMukescs01tYuEaTDceXAGjs31EGb5WUmygkIakp3Sj2lUxepLgHGU4pd+53FIAH/rfbeiO4p3TOlVuPrwlPbl0N4WPnDvAfz+ny/jR7/7VjAG/Mc/fBoPPrt5rZdYocLLAtc0MI62J84BYkFK71MpqZVHPojbU7pAmTJDbIplEHM2DjOYnGl7JlPdOAHohCQhSC/ImETdNfXkMkDFc5RQW9U0aBBjtkFG/pZqpbrKpilOKSUpzandywAMw0y/NlkTZTussYSQCKIUUpC+TkpiWC2T2siclxPUZLBf1i7tuotYJS+5KqXItWgArN2wNTtU90yd8mUrdm+gho+iJEezZulhnhKmydFubMsLhJTojRKsdyMkGckHhCQB4/LqmBhfpbl1bQOuzfU9o3ycbdDrjoIUdc9Eu2br+NwyShMS4Iyrlj+tYxRSEd6uO3pQrOZa2rR9YxBhvRtirRsAiu0ehxlJDBhTThE2Zuo2TBW9GaviolwjsZZEnzqWocMeJlGuhoeo8zWYJBhMSA9ZnptUtZA9mwqrbGryfXoQMEqocJrefDgWtebL5KlhkNHGRwi96UiyQtsK+B5N2gtBG4xJlME0ySZsHKQYh5nyDc4puEBSm30UkBuFY5E37EYvQpILHX6wsjXBYJLiXCfE8ZUhopSs2sprrQzJ4JwhVob5iRositX7Kq3jyms7zUk/zMAw13S1NZlrU2t/FJLnb5rTRpPcHTgavokwoaEmzzW1wrTmWtotolGztCYVIKmOAHUdZhoOFcEG2bZxxsAYg8Hoe6EsKEmeINAZRkhzAd8xsdGLcGYjQJQUOrAgL4QODzizOYFrmXBtU3vvlpviJC3QqlcygJcVv/hbjyGIc3zwHTfi9htm8f/6kTfrpJIKLw12z9Xwf/vwG1D3LHzoXQdxYKmOcZTjQ+86CAD4D59+Cn/1TOUQUOHVj1FIk+2m0pyZBoMU0P6gvkofAmji3C6ZEsUMjYKUNKwGDSPVXGJCM5VENJkagjCNbfP/sqVpK9ugEkKq/4QE4wyzLUcVFzmipMBi29XG+r5TRjtS6zLLBSYhFd2cl61gciFgjFjSuZaj3Q6klNpSiphbMlx3VOpOngsEcaaGiQrsnvMx03DgOobWV5apVF2VBlWmLzHQ78tCqjOkqeZcSIwDmhAvK4MiF1hXDgTjMMOJcyPUPGs7+pNBOx8AtEkwTGo8WyZX0/p0DMv/paKOCogkExgEKTkomBy2ZehWe8Mn7W2WCxicNgBZJiAkbTykhDKwZzoFK0pzhKrAmG+5aPq21meGSa5tuyBJcsAZSShmGw6YkiaU53w6ZhegafAwoWlzOnZSM2/6mg0yXfiGcYFEFbPzrZ2yubJgLcEZR6paxyVz36zZGIfElPouFaZlkMNoQhsdx6YinmJbLTQ9iyzPhNQt69LTtGT1yzAJwyBnizwXKAS1tUuJCWeUYuZaZTuf/nbXbA37F+to1e0dHYdmzYKE1Js/zmlT4dqGLiTHYapjaQGgUbNhG8TaUgAGyWYMTnKf7jhBltP7mITZ1KAa/ZtrGzs8TW2LtKNpWgBM+d5qOQmx+OWgXpn2VcKySLJQFBQf77umYlkLxQZn6I8TrfkeBxnOdScUBGBxHZMs1EatlA5dDFWxepWxvDbCmc0JZhs2VjoBzmyMq/b/y4iNXoj/478+iI/ddwu+44178b3vuAE37W1iacbDr33mMB45unWtl1ihwksO06Ai07OoYBNS6nbmtuUOFXVxRsNJaSbgu8SCGZzBd+jGU6YeAdAtVc+hASTb3C6STE4T8f1xom++09rLKKbi1LNNrPe2raTWutEOfZ6v0qLKArZsY5Zm+llOE9xSUpHjqsEl0+A72ub9UYIgzvSU9fnHZhJlWO+F6E8oWnQcplozN62dG04y/bpZRsM3pJul4jJOcgwnCek31X28EGXqk5gKYqACsV23wRhTreYcnKuWd1FO2k8xhzZ5p+rBMp2OJBR7SdrcLBcqCYmK0+33QZIKIQWShDSuEhSpK5S5vefQsRBCKH0pFT+5ahGXrXjS8QpttTTbdDCJsx25Q+Xg1vmwDLpOGjUKdxCS1lZKJQCoQBehry/XJiZZQ11n09KAKKXBPVVHw7ENBBENE5kG02zl9HUUJ4UuqMkKjGMQpCpQQmrrrDLsgTGGuSZtsAZjuqbKafdcTbWD0Ws3azYaHtlYRQmZ4zu2gUmU4tjKAP1RgqaKXXVsGiL0HVO5Z9D7iJJc658ZA2abrvaKBaD03jhPIsH151kIYpzjlDon5LZg64Gs/jjV77/m0cbPsw14ronZhoNW3YZrm8gLgc1+CCGljr8tPVtL/+aGZ2nJCq2D6bWOo0wHiZRpYSUy5cgAbIeSCCGxvDa66PUDVMXqVUUhBH7jC8/CNjnuuXkeT57sVn6qLzNmmy7uuHEGcy0PQkr8wdeW8Z679+ITP/E23HvHIv7jHz6Fp0/1rvUyK1R4yVC2+oaTFFzpO6lopEGpSZkqpFAOHQGAKMjjkXOGMMnVoFCm7ZTKG2SS0RRvmOTwHRMN39IT3tOhHCU75KqboWtxzWxSu5uKGFf5RzJGGtYozeHZptae3rirsYPhmkZnGCPNL/R2NU2m40HL1iVT2toDSw3sX2jQAyUVCaZBDCVpKcs2evliUjONABWjjmVg1xxNP9d863zbVc0clmzqJKJJc8vkukARKnmrUFGYtsl1LOpM06U2tCpEyyE1rjTCxGoZKoVLag1okpGGtJROTB8P36FNQwnGSHdcesJOogzdUYRhkIKrCW76WwP7FuoqNStBFOcU76q8bxmDejwjq61SMmJy7JnzcduBNjgnE/i5losgIl1tPuV5WjKrFApBRVVZJAFkf1RqUcsNkm1R6phpUHu91ELWlafr9nvfzqgHqPVceqn2RgmkJFlAu+GgWbPg2AYKZSs2nKTojhJd+HLGMI4yPe0vJHUESj1snBawTUNfDmlGbgjlZ8cyic0tr6NYhSSUUhghiaVs1WlorrSgKq/7cuPYbtg7CtbyWi8H9AA6plx1FsrrsTw3ZeRsrsIYGBgmUa4H/0p2erbhwHdIU2vbHDXXwq45T383lB0OusYzzYoLQaEJM3VH/57kNpQ4lmSUUkcbVBoAPD8EYhpVsXoV8f/7/LM4tT7BB+49gK88toq//u6bsDTrX+tlvaZgmRw/8v7b0PRtjMMUW4MIn/zyMfSGCd5+5xL2LtTxy7/3BI6fG17rpVao8JLAMJg23J5ENMBDyTs7H2cafKoYI2wOIz2RXT6G/nf7RuI5xo6bpOcYGAU0dZ7kxQ4WCCD2ZqMXIU5yNQRF5udlUTXbdDBTd/Rz5rlEntMAkK1a3J1hjLyQME2yHTIMrg3SGWPa/7KErSanW3Ubu+Z88vm0OaQAspzSmHyXBljqnoVGjSIxDU7FvqMen+fKVN0jdrlVt1D3TARRjmGYYhSk4CoZ6vxzwBmDY3HdWTOVK0OaFTrZyDINXQTNt100aw7eedcSslyg7lk69tQ0GIaTFEFCiU2+Y8GxOMKYWrPT3TuG7YCCkumMUzFVwFDh6trbwzIAtd8X2q7OaOeMYabholW3ceeNM2jVbBVCwJAVQg3AlQUmGd+OQypgtRE/A2w16DOcbDPXhkpNE1MX0kLLg2EANTVs5dqGjvoE1BCVsvPylG9rs2Zjoe2pFDSyqLJMA0GSE9uv/j4vhGYzfdfQG4TuKIbvUsBBeW6SlFhrSGJOpzdHdc/UMhOudNxCSIRxoSJXiR2WIDYZoG7ETN3B0oyHmmdirLS1ibIgo5a4oR0vynM9nGQ0MKcKe0NtPD3lOTwYp/rxaS7IexhkeRbEhRrQshQbTY4fpkmBD3Vvp/9yu+7oz6PnmMiFwP5F2syVEoo4LcDB0J8kaniONkZlGMCCclOI0gJxUmitcilR4JweP4nIIaM8huW1B0jMtS7tllQVq1cJx84O8PUn13FoTxN/+dQ6btvfxvvftv9aL+s1CyEl/vWnHofnGJhpOvi/fvcJPHq0g7mmg5t2N/FLv/04zmyMr/UyK1S46ghjaik3apQIc9PuBnbP+bhpdxO+a2qWwzTYDvaJc9LpCeVGRP6rdEOOkgKQ5bAU3VRdi+PAUn0Hg5dlYnvYB8TeRKpwKF+p6dOgjqHaif1xSiywmsK2LSqiC9XBFWI6ApJplqlZI13lYtvVQyAlSs/QUieZ5VIPtEQJDacMJsTccc7AARUlSzfT0lsUINN7rtq8JfNV6oBjFffJGEOrZqHubxfqJVtaxqL6Dg1vjaMMUZqrFryBpVkPltINlgxwXkiabld6xHK4pu6ZKi43wyTMtZVT+dY5B+baLhijVuusuvm7Dtf+m0zJN8jQnxKlmr4F2+ZoeFTcz7ddaitLmoZf2QoQJpRo1vBs7JunifG5lkusONv2OHUVA17WQv1RjM4w0trn/jjBwd0NGAanQlEd16woqKhRBfquWW+HrhWAln+EcaGLuyQtUEig5tFAG6V3SbKtUn/uKF9e8vaVVNBG1KaveSYWWhRPGyU5hBS6tW1bXHdHaeiIa+9QW30uyuvEMkleMt92IQTF7840bLQaDuK00HKFadTURjJOctSVfrnm2tsPkFINyaVaZ0rOGnT+6p6pi/uSdc5zCZMzFQpC6+qPKWkszyUGQYqJGmIsN0OlxCLLBbrDWGmSyZ+4ZNzrHg1lSSG1bt02acOXFbRRObDUQMu3KNHO5MpreVtTW2pUSz9Vg/MdGtjpdKzzURWrVwFZXuCXfvdxcEY7lDDO8RPfd8eOidgKLy84Y/ib33ULPvSum/C/fPgNmEQZNgcR/t7334l/+ENvwK45D//6U49hvRde66VWqHBV4VgGmZ4LiTDJ8cypAcZhis6IjPvTjNKYspwm0Mv2ejk9DgC7533MtzyAbjUA6KZmm9tDWkJI0qwCWlVQFiiMq8db5BTQVJPru+Z8WCYn71V1cxZCIsoo37z0/5xvuigEmeCHMRmwu6qVOdNwaLLdVMxiIeC7NB1fwncpeaozjLHaCXYU0L5rwrMNtGrUek3SAsOAojE5B2ybWFtfySGyggZpTIPr4rTmmSpoQE2tcxoQmYS5PoZJVmy/LiPJRJjkcC2ahC5tgzzHRKba8EJKPHWyq0MVXIsjzQpKjmLQbGvJHBdCap/Z8hwKIbUesLSFskyaYgegjfhNznVLeRRmaPpkXN8bJ4gTKhxLnXCc5ghjOkapYs+bKtc+SQsV00rF12LbQ7NmYaHtqXsgaT7rvgXfMZDmAitbEwpUUNZQhkFenKmyVnMsAxv9SBf6JZs6HcdJSVdMse4C7ZqDhm8rz1b6fVlIcratWWVTf++7Bta7IdZ7oWrP2xRZq7Lry4LLVeveLp6ZvlZNk+PG3Q20Gw5syyTfWs9CFFMSWtO3MQpTbPYjhHGOpm+jphwmStbSURpRABgGidaEUoyuoc4hh8k5pBQqBIG8bE3OUQg6R47NsXehhlbN1kOG7bqDXBWTwLY0h4z4DYQxndt9C3W6bhiFX4yjTEs6KFxAqE2nVAw1bZzKTQMD3XdnW66e/q/7Fu64cYZCElwTjZoFw2BTDDtDu2ZrVrgzZZV2Pqpi9SrgFz/5GKKkwB0HZ/Dw0S386Aduq8z/rwPcfsMMZhoOPNfEe+7Zgxt3NWFwjuMrQ3DG0fBt/H8++Si6l/mAVKjwSoNlMjR8GyZngKCby3BCgzDUXudaMwpgh5bPVKb7Za45APTGMWybo60mmcuEpLSQWO0EGASZSkuidq/BiXXkjBjC0q7KMBjWuyFWOwHqagilKCQci3SNuZrCzwsKA7hhVwNCksazpXSEDd/WN0fXNjHTtBGEGRyrnPyn9yEEFXa2xdGq03R8u0Gs4VzTBeNcty3LQa66YvkW2x7mmi5aDQeeTczRDUt1slnKSjN9mop2bQMzDQczDVcXfpxhSt9KbfPy2NOAEkNNMaSUlrRTQlAI4M6Ds5hpOpShrhjYVo2Sm8K4gGuTTMEwqOCYpkVK2zHLVDZQnM6rlHTupDo2S7MebJtrNivNCkziXFlO0TFdnPGwb6GO3bM1VYSQDZllcXRHMSZKz9yuO2jWbARxjiCiCfRS+7s06+FNty1tX2dSIoqJaRRSKk2kqRhqZVfFoIf01J+gEBIN31bWStua0FbdBmfAWneCSZiSrMO3d/ir1jwTjmXoAgsgi6bSSL/sABRKQ0yMIyVLTaIMsXKSoC4DHSOhOg30fnKMggTjMMV6N0B/kqrPXbpD68w5DXXNNBx9PKKEQg108AVjWiPu2AZ2z/l4w6E5NHwq9BbbPoqCvHFHU7Zurq06CZykFLbFye3DKj2K6bNw64E2FmY80pRmAo7FsWvWR923qDshqUNSHj8JqYt226INgu9Q8ZzmAqG6fhueRUVxkGG26VBnRnVCFmc8RAltTpZmvJ2zPIw2VVK97qVQFasvEg8/u4mjK0M0fQsnz43xzrt24W2vW7rWy6owhUeObOEvnljDB+49oJmS1U5Ak6Cc4Rc/9RhGypOvQoVXOjhjKCTp5pZmPc18luzWbNOB55DGr1WzsH+xTn+nbI5GQYb5Ng1QlDHGqfI3LbWK6imxb7GuW62JitEsmUUqNKmYynOBWMkBZhoObt3fhmtTJOnSrE/MXJlctT1UD8+m4pfM/YW27BmHKRioYLWVZ+MwSHWbtcyoJzsjE6bB0ao5aNdsNfWfU+SqWk+rbmvZlmtT/Ot6N0CSFXAdA+MoV1ZTpHHNlQE7HSNDT9lPa2jrngXDwPbkdI3M2uO00JnynkpKatYs7F+qY6HtYaHt4ejZAUJVrDE1uBSnhWajOaPBHksFP+xdqGlW+w03zaFZd5DlxF5HSUEpQWrwzjCgPD85PNvUcowsF/AsAzN1Kr7LiXbDAOq+CQ7yXHUsA5bBMN9y9fBYs2ZrGUaoznOSkWvCRj/CWjeggIpSEuGaZFPGiP0jf1PSktYcC5MwU8eajncpXVntBHBtYrhrroHvedsB5ddraCcExkjzSdZVSrOrzlUY0+AeJbFlWrpQxs1yDsQJOTjsX6xjaWbbcpJa7+QyQIlVpYcoR6AK3VxIFILa575jwTSJnZ5tUixww7fQrjtY7VBHr67iZKf14KXTQJoKFSErsdoNsajsL2eVU4D2cFUst+/SUFl3GGM4SVRUsbWjmG34NnbP+Vhs00bNMjl8z0KaCX29ASS9qXlkUVZTqWXkMkEbSrKjooNna5mEhd1zvrayOrDUQBhnONcJtDNBlBTojmLsV5s/AHAsU1uptRtTEojzUBWrLwKjMMWv/8mzaPgWfuwDt2PPQg0fu+/Wa72sCufh3Xfvwf/5429D3bNwan2Ef/t7T+LbXr8Lx8+NsG+xjjjN8W9++/HLpmdUqPBKgQSQJNSq/WvvvBFN38ZCywXnHEuzHnxl25TmxMxo83lBxVbJqLVUClZZKHjOdqa8aXIcWKxjccbTU+sl01JOZJfawiBS3o7Ki5FSlXzsma0BDDi7OcGZjQBQXqxlck9vlCBKC11ISdCAjWlw5IVUN78MADGWpc0WQCxvaX9Vxq7meaHeKxmcFxKKCcypzZ3kiFN6TtK3UtE5DjP0RzFqrqUDC0pDewYqzmzT0CECjsW1zg9Ko5dmAlKlhdFxIU/YoqAiN8sFeqNY2RdtWyHZJlcOASTfKI9HoFgqidKKieQErbqN3fO+ZnlJwiDBGEdeCARxoSbtEwhJzF+hTPgNzrBr1sct+1to1ogla9cd7JqtYb0X0d8IwPcsLM74eN0NM3jjzYuYadhI0pwKT04DcO26g1bN0WzhYJJgvuXBUjroUuNqG1wzy5GylEoLgRt3NdGu27BMYpBLr1zfMTFQhWgQ5XpyHgAO7Gpivu3tcIXIckFOADltvHQcrAq8EFJSjKlBMhOybqPzyBhw502zqKtritjXApZJLhBpTufUsSmRzHdMzNRtzDZd5XQg4NkGsqJAb5RgOMlUWlQBMAooEFKSK4FDLhoLLU97/9Y8ctlIVBKZa5NB/9nNAOoyJqmFwZSOmqNVt3H7gVn4rqULxJLZbfg2HNOAZ5Ned6bpYr7lYu98Dbfsb2mtMUBernvna7j3jkX4DvnPtmoWyWS0lZyE71DhbxoMexZI60xhALS5Kov7KM31ZqbU7/oORQKbBnV6Skb5UqiK1RcIKSV++feeQBDn+OkffD3eeOsC/rePvemCSdgK1wcavg0hJH7/z0/itgNt/OlDK/j2u3fj0WMd3HVwDp1BhH/7+08iyy+dTVyhwisBrZqNRs2GZXKsbE4wClPNNG50Q2z0Ini2uZ3xPTXEsmvWx427mxAqU91UA0quQze5ss1uGQzzbRen18YIkwx752s4sNig1rtBU8fzU0EoJQPHGEMYZ2j4Nu44OIemb6vpaglDOQ4kWYF23UahigrHNrB3vrZjch0ADu1tYabhwuSk5WvXHWWBBDRVnGqa0Y0xzqgwd20Ddx6cwc372tg7V0NeSKQ5MUan18fwHAoP4IzatbNNStpKVQHk2Fx7TTZ8C7vmyO2l4VkoCugoy5LpK8MUygQsmmLnuGVfm5KeCvKMNQyyBCopZc2uKZ2gENTuXmzTxoAB2oXAUqy0lMBwkuLRY1uYb7mwLY7BRHWMpFR2XMQaOqahC4NE6WcBhrVugGdO9VEUlEh0z6E5vOPOXbh1XxtZQbrINCswGKdYmvWxOOtBSJIVQLXqhZTwbBOWyfRGqOnZ1E62DBXJKxGnZJtkKWa3lEbMteixoZJalL6zLTWYVyafCSFx+PRAF7skY8j081C6l4Gm8lK1TdJ5UowuTei36w6yTGAUbHfWTNPAXNNFu+Eohwhi/CdRTkW5AmckVygZzUJIZSFWKN9U5ZwwVTznhYQAMFO34dskfRiHGcZRioZnYRSlyhaOhqQavoV2w6XnVYb8YUSuGp5tYGsQIYrzbVmP+vyUbfYwLtCqERO71Y/AAO1tS0ldKt5YYMfnq/xuOLMRYL7tYmnWx7vesIcsIYXEvoUaHItcA6SScrz+pnm06w4lwdkmtvqR1iBLAR0PO99yMVt3YBiMCncQO2uaXG9uLoaqWH2B+OO/Oo0T50a4bX8Lv/vVE2ritRqoup7BOcPdN8/jQ+86iPvesh9/9sg53Pu6JXz9yTW85fZFnFwd4Vf+6BktnK9Q4ZWIcuhFp+IwjiQnmxwJaPuhuZaj40lLlMVVVtDE72zDIcZRsV7DSaZdBFa2AgRxhnbNgWkyhEmGiWJqfccEpESrbqNVt9HwbHi2iYO7G1iY8TCYJHjgyTUaIDE5FmY8LS8QEuiOEniOicVZD60a2er408yuwTV7GiU5HMeglCXlZjCcJFhoe2j4Nm5YqmPPnI+lWdKrrnUD9MekUy9bz/sWa7j75gW06zZu2N3AwT1NGJzayQeWGooBYphVaVcAFXm+Y2LfQg3mlA8moApm39aDTowRm2qZHIxzzLdcvP2OJbi2odhsA3vn6zi4u6nYb5o2lyBGre6ZiJICNc/GrllPt1t9h9i2fYv17ax6lQSU5oJst1yTtMOcERPHGRo1e4fO1VcJXtpaKCfGMUwLHD07gAAVKDfuaYKBzPjnWx7adRtN3yKNcjn9P05wrhOgEMTMzjZd1DxLF5WcU2t5puFoRnDXrAfXNnBobwscpKP11bmZVQxgkPz/23vTMMvK8t77t+Y9z3tX1a6xq6oHqgegG7AFlRgEiQFJTkDGkIOeHPXkVeOVYxzeS+USJHIlMecKR5L4vsl7GUxCDJp4JE4xUYgIytxM3Q09DzVPex7W2uv98Ky1qnZ39VBAd1e36/elu/b4rGftvdf93M99//9uVlJIgkVCmje/AAcnSswXGxTLTU+xQlVkJIQsWK1pkXb0TM2WyLQGXUkzRFORBFRqTSeLbLNvvCjOg/MdkZCIO418QUMl59R+VpwMfaHSpFQTyhVuwGjbQm1BliGbCBBwVAeaVotkVLhEaYpMwBDKAIaTCbVsGJ+pcsBRrXEd1ZJRnaZThgIie1yumZ6OsltLHTTEfLolIOGgimWL7fkNg2ky8aDTjCaRjQdoeDsPTkmIIRoeq3Wx8xAP6d45Dgc1MomAp89ba4o66blSnUTYoN40HSc4UQ4UdBoy3ffLZxZURFRFlDoo0tHyeovxg9XXwSv7ZvjmI7vRFJlfe0s//Z3RtiJqn5XLFVt6WNuX5H3vHGJdX4K5Up0b3jnEI88d5pLzcjz/2hRf+/6OtuJ8H5+zCavVYm1fguGeOBevy5GKGsRCGoP5OOt6k6zpSYgH2qBrqqM/qRAJqhTLDeGQ4wQRwv1GI+ZsRyqyhGULQfzBfMwTqy85TTVC3Ftsr4vOedNrXErEDMIBjYHOmJdlcZ+PLXQg3bpV02kgMc0Wg91RLMdZyLWO1B1r076OKD25MCFdFe5BIVc0XqK/M0pHMkS5JjzpJ2YrTM7XmCsJT3XX8jQVCxIOaHRnw1ywOks6ZjA6XSFgiFrXcrXpBSjhoGjwiTp1q7NFIQMkyyL77NbcNc2W8GV3utjdjKKb0NgzWmDfeNGZd9EdHg6K7FI44Ij/O9kz2dk2T0YNejIRak2LhtmiXBUZNVmWqNZMLlidIR0LMNQdJxYRAVCpapKI6HSmQkTDhifJ5Gpsulu6uia2oeMRgw2rUkiSyNLOFGo0zRaHHekqQ5PJJkMkowEvKybLMpaTAdUUIWflisKHHHWAumkRDeroqqiTPW8g6ZkdqKpwmurvjBIOaAzmY9hIXDySIxEx6O+ICCWGuultbZeqJiWnjtglFhbz6Ort1p1dMuHEJQLlck3U4SajAUeoX3yuVudF2QGIRYahy17jUNy5PRIUtczu7qlrK2paLU92ylDF+cwkggR1lYvWZenrjBIMqHSkQsQjBrZte4Fmby4i1CDMlpdVTDs7EkI6zPY658MBjUREJ+Bke4U1q9CZVWTJKU/R6MmGCTn6wfGwWCwGdUW4hpkWuw7PU6k3OTBRRHbUImYKNUzT9spHKnXRIBcN6lTrYuEryUKGLWgo9OTEwkrXhJZrtWby5PZxoQerSl42XJHF63uWzM6CNBU1iDjZ24ZpOedOa1O2OBI/WF0mhXKD//WN5wG45crVbBrOcMu71vhZ1bOMsdkq+8eLXHvpAL/2ln6ufksfz746xW+/ey2PbRvl7//t1Tb9Nx+fswXXdnLTYJpaQ9Q5mlaLznSIC9dmkLxsnySyXdKC9FJAVxnujhGP6FyxpYdfv3SAvlyYSEjHBiRZSPqEAxr5dBhJkoiEdK++cSifIGyo3lZtQFdoIfatTcumWheB4+h0hazTvFJwLFpNJ3gIaAq9uQiSJHQsl9ro6O0QTWGlqqgDrDctutIhrws6lwgKq05pQbO01bLpzUWIOjW4EiKwl2XRKPOLl8exbZvRqQqNpoXi1EkiCbeooe44ti0CH7dxS+i11j3ZJRGEi+191ypUlvACb3ef37bFhdsNRCZmq+wfLzE2XWZ0qoKhC/3UgKFSbZiUak1RsxlUnA5rkXWMhQ3ymTC5ZAjTsp2MrJAuW7BgFVnI5qL3DxkLShDxsKg5dWttJ+aqXiZRyJeJ4GV8psrhqbIj6ySxf1zITymKJGxUdZW+jgixkE4ibNAwhcPRXKlOxFkMuMHIbEnMTTJiUKqKeuFCWTxWUcSW9sHJMmMzFeqNFv0dURIR3bFHldA0oRDR1xnxPhMBXSUVM+hyNGBVJyDPZ0Le9blhWl4DVMAQOw6JiEHIWUjEI6KLvd5oYegqPZkI1ZpFyskCu9JtsLBtnkuGHNUJnY5UiLW9ce9xAV00pJWrJpOzVSbnqiSiBuf1J0hGDAxN4bz+JOGgRthQSMcMWlbL0XdVycYDDORj9HdE2TSUJhbWmZ6repqtuuNe1rJFxnpkIMlbRjrpyUawnMzwut4k6XiAQrlB2BDSZ/vGSoDIJvdkwySjAU8lAURZh42Qnmq1bEfo33TKYkRzmYRNxtHZVRwnr4Cu0JuNkIkH0BSZbCLI2p6E1w8SD4uA1K2zdetU3WB9rrTIXvcI/GB1GZhWiz//5vM0LZtkROenL4z6Ac1ZSncmzB//j8s4byBFsdLgJ88e4sLhDG/b2MXtV6/l3585yN9+f4d/fn3OOvLZMLW6xQt7pnlh9zTlmpDFSUR0DkyU2qTagoZCPhMmETU8CSddV5grNdgzWmB0usLL+2aZKdTQVRnLCYDqTZPXDhVomC3GpsuOxXSaVCzgbWfmkiHW9CZY25sgmwjSm4sw0Bllplhn/UCSjatSXld4LKw7nfSiKWhyrko0qLJ+MOnpg7pEQpqX3ZqYqTJTrJNLBjF0xZPjSccDTBfqQvA+rDkmBKLkQHYve279reo4OTllEtGQTi4ZaDM7SDnarnOlumNPCcmYwea1WdKxgNiWNxSvmzsRMQgFNAxNpebYoFabFmlH0nAwH2PDYBpFkZkr1TA0IWNVbQipoe5shEwiyEyhJiSVLJurL+7D0ERgoDiZ3FrTpNVqMZSPU62bjq6tyHC6sloj/UmG8nFPW7czFeJdF/U6Qu1iEkxHsmlyrsrEbBXbtknHAqLjWxK1zPGw7kmTzRTrQivUkUsa7k6gKBLhoMZwT5x4RGT1grpCQFeF1JamCBcmRKd7MmoIFzVFImQsyG91psJk4kEKTr1trSmksjRVIRLSAVFmYsMREkg2ibCoMR7Mx4SOqKoQ0FTvfftyUSIhjcm5KiDshSu1pmO5atPfESUa0knHA1hWi12H57lwTZZQQPVqaF1sW8xLLhlEQkiure6JMz5bxVy0wnLrx906EdsWWdK5Up3ZUp1KrUnIUBnoiqGpCi3HOhdb2JV2JIVphKvEYUuiXlZRhFlA02kejIaE05r7WbJt8V6ZhCjXCDvd+lvW5MgmAkRDGlPzVUcerb252EZkWUeny5hWi1arRTxiYGgqLRvmHDe1lpO1Ft/3IBMzVSbna5zXnwSgIxVisDvO6p4EkZBGPGJw7WUDXkOfO5+ubvDxcn5+sHqS2LbNV771AntHi3Qkg8yWGlyxuccX/j+LcS94v3hlAtuGx14c5S++/SKPvTDG5jUZfrptlL9++BW/htXnrGJ6rkah0nA0HkVmx93eUxW5TVqvMxVmsCtOJKAhS0Is3tWdPDhV5vlXp2hZOLaQotlJkUW9qOuOo2tiy3dspkq1IVyVVnXFuGhtjk4n26k4knGqKpOOBejrjNLfGUNVZLrSYXLJILoqpHWwIairWPYiWZxFWZ+Sk4kFEZinYwGKlSaFcpN8JsRAZ9TLOIEoGYiHdfLpsFcj2+dkZjVVIRwUGbqtI53IkqhJ3DSc8YJVCYlULMC6viTdWaGAIPzgVQY6YuhORtJtUik57lexkOboU4oL87q+BG6EXGuIrfyQIQKpWFhjdU8CyXH7ca0y3WBMU2ViYaEdGgqIre5QQKPesChVTWJhnbW9CXqyEVIx0ZFttWzChsqOg3PsOjxPLhkkmwg4neYik5iMGTSdZqpQQHO2jg3iYeG05W6fBx05L1mWGOpOsHV9B6u6YgS986N67l4AvR1RdGcMuiZTa1qMz1YoVhpEQ6LBSULsAOTTYXRdobcjQkcqSD4TRpJE5n+wK0bGceESup0L2LbQxnUXAJWqycRclam5GmMzFeJhnWRM1FxHnPpe9wWKFaH4oCoyHamQZzvsetsrjlQYCAkudVHwv7jWEmCmUKPWFI1KM6W64womefXVsbA4j6moQTpmMF9uiOw1YnGUiQcZ6Ix5gf76gRQgFB/mSg3mig3W9SU9t7mudEiUyrhNf5pC0OnYt7zvuUQ2GWC4J87zr01RKDcJGAoTs1X2jRfJp0OedNmQE9i7TYQgMu7uQkZVZUfGClZ1iQx3Ph3ydgXErgU0ncawRtMS9cHxhQVfLKzRmQrRsm3Gpqve74nulFUI6bmmV6ayFH6wepL825P7eX7XNF3pMBNzVa65dICt6zvP9LB83gQu3dDJ7147wkev3+RkoppceVEv/+M3N/CLV8b5i395ycs6+fisdJpmi1wyyDWXDrBpMO0JtsuyzKahtBc8gegcHp+t0LKhadqeTFQ0pLO6J85gd4y1fQm6sxHeubmbNX0J0SiSDImaTKArFSQdDzBTrFGsNLAsIXTfNFt0Z0RQGA1o2DbsHS2gqwu1pyBkjWYKNXLJIG8/P09/V5R8RnTZCw1SsU27GLdGMGSIute5Up3ZQo14xHBsMSW60mG6s2GqDWGJWW+2aJiivtDrhG9YVKpNhvPxRQ5CDXYfKgBim7onG2a+1OC1Q/Os60t6TTu6KnsZLLPVoq9TeKlbjoOUJEl0ZcLkEsLKs68jSr1pIQETcxXGZypU6ibRoI6hqRQrDWF76URUmibTlQ6hq4pX9+pqiEaCGs2m5UgEmTy5Y1zYizquRJYlGuUaZotqTSwgLhzOkk0EvRpJ26mHVBzHpmpd1N5GnQxYo2lh6CpdqTCHpkuexeYVl/TRmRLqDJIsMdwTp2EuNPuAI2zfEqUlRcc4IOg0o2USopluplinIxXk/OEMyajhOGBpTme7yqrOGB3JELom6nbdrPJiZEVkmDtSQXo6oiScLnPAa3xSFeHqdMGaDH25CBKSE+AJa9RoSEOWZK9UIJ8JE48I3dKudIh8WuwIGI78mnuMhq7S3yEWRo2GKTrdYwH6O6LOe4rPfmc6giSJALLeFBnlaEhnoDPKYFeMwXzMC5Y3DqbJJkKkYgbrehOs60+QjousfiYWJBk1wJYIGirpuEE+HaZptqg3TSQWuuuT0YCz8BGyUXNlIVVmYzuSZxLzpTqxsO5JjS1uVmu1bLqzEbozYVEuY4lxC7UN0dDn1pwPO1n7Ss2iMxXi4nU5qnXLMxUBcV7DQQ0J2DtWQHNKfUzL9mrCF5dYLIUfrJ4E23ZN8eB/7MJwXDs2r8nyG29fdaaH5fMmETRUNq/JsmlIlAFUaiadqRDrB1KsX5XipT3T3Pt3zxy3nsbHZ6WgOjWl9abFL7aPMz5bodEUEkmHpyrsGS0SDKgMdce8xtCBziipuBCDF/72Ippzaw0VRWJNbwLHMtyT1XG1WPs7onSlwiSdYEGWJAqVBr05kbEc7I4TcTzDZ51mJ8ATcm80hIVkpSY8yCOhhW51VYbV+bh3fLome9JOtYblvf/lF+ZRHXeuelNooVqW7ZkiGI5bUzK2YO9Ya1jMlursnyjx1I4JEcA1rYWGGV3BcLbHZwo1Iazu3JdNhoRIvq4Q0BRqdVE/+7ZNXV5dbN2xkV3bG/cCXFmGXCJEf0fUmSvRge5m8tzAJairIoCShBxW3QlOu1IhRyhfx27ZDHTFALysWqHcYHK+StzZ+hWBksKu0XnGZoSDmJuhLVaa3vNcFsTeZXpzEfo7o/R1iEAcu33rPRLQSIQNUtEAq7pibcoS8YhOJChqoDtTIfo7YuRSIRRZoicX9sY80BWjIxHiwESZqfmaY2trMj5X4eCUqK1s2Ta/cmE3WaeGNhIUmbqgLhq48ukIiiIx0Bll02CazlTI62zv64gQDelCgs3J3CWjIjiLhkQDkbt7FgqodGXCZBNBJElIt7lZeAlRDuLiaoyKz7GovWwrS3DmojsbQdeE5q+miBKFeEhfcu5F2YrOyECKrowohxjqFp/9jlSQVCxAy7Yp10SHfzYZdEopxAfanX+30XDfWIELV2fpyUQwNIVkNMCavgQAibBOLhmkVG0yOl1p2yWOhDSxO1NukIkHySSCnuOcJEnMlRqefJqiyHTnIsQjOtWGCFLnS3VChsrGVWlAlL3k0yHeur6Ti9flHMc7kVUVihEL83os/GD1BGx7bZr/9U/bnL8kOpIh/tuvj/jb/+coXekwv7q5m3jEYM/oPPvGimiqwkyhxt1/+xR7xwpneog+PsdFdWomJ2ZFXZ4sCVmpUEBlbLrs1adJkrhYR4O64yglLrQBTeX84Qzn9SXJZ8PMFutOaYBMrS5q4xqm6BDOJoNcsDojMoQh3fMQdwO+Z1+d5IXd00RCOpeMdNKbi9BstrytW4DeXJgt5+UYzMdYlY+RjBjMl+rCEUoSGqRuo497PMGAypqehKfb+KtbuhnKJ9i8JsslIx1cuDoDiNo724ZE2CAdDwhhdE31XLsW16W6wWE2EWTQCQCPRJbbf/cTEYOebIQLV2fRVIWBrihv3dDpZUcDmkIkpDJTFO5aqZhYEFy4OkNHKih82iVx+5reBNl4wOs+H+qJC4chQ4zXsmxUWSaTCGLbiIys48Z08doOBpzMbiysk0uEyMQDxCLCWapQrqMpCvPOgjsS1OjKhEXzj9McJj4U4p9QQCUVFeL2rx2aZ6AzynB3nHw2fNR8rOtPoiiiJjgZNQhoIoDLxAOkYkKGC2C6UKXesLhwddYrJelIhjA0hcsvzBMwhCKFm7ms1ExPtQBEU5Ar6wQI21xJyCiFgypjUxX2jhW982roIpu9+JylnZKCcFAoVGRiIsvpZhWrddPTXG2aFgcmSkzOVZGcGuFLzsvxri09DOZjRMMaZkuYPyiOrFnUaSCTJbCdt23ZtqPrKpQkerIREjGD6UIN02q1abMvPj6AybkqY9NiYbf7UIHJ2SqKLJypVFliel5YIRcr7Za9qiqa6jLxADjWrXZLLA5lSWLjYIqtm7pYvyotLIadZsdEVMxFo2ER1IV5SN20aDQsFFn2bGzrDYvhngQSIntuO2oeY9MVdh0u0HIcqVw3u0hQoycboa8jKspXmhbzlSbRkKijHe5JeKUBx8JXsD8OBydK3P/tFwDHVzes8/vvO/+oD5TPucMVW3q8/z/8+D4qtSad6TAHJ0rEIzp3f+0pbrxiNe/a0uMrQPisSEyrhWm12DiYpmm22HOoQK0pMpCbhjK8tGeG8TlxAexMBVnXn+CVvTMcnqwQCihYtqi5i0dEtiMeNtr8xUUmR/GCANsWge9rh2ZJx4MENIVNQymGu+Pehb7RtBibr9MwW/R2RLyLY39HlO37Z8mnw3Qkg07jjuhcL1ebXmPM87unvOOrOVvXqViArSOiFOuJl8eIhnTWD6QY6Iw5mTKJ1w7OOe5PLd460knDbDE+C5mY6I4OBVRW9ybaXqfRtJhxgjrVcVwCQBLjPTBWFJaiuPaeQr4pEhSZ48XyO4osEQsHmS+JRe68kyGdLzWYKlSdl5XENmlAJRwUKguHp4VFZTIq6nFzyYDnyCXqKkUHvdtQVak3SUYX5qPesEBKkokHqNZNsokAW9ZmOTBR9GxzNVlG12Ww8Zq2bGgLniacz8nUPCSihrfdfyShgEo+HSbvmDc88fIYk3M1TMv2snyzxTrxsOFt5yejBllHpsnQVK67bBVNxwQBYNURCwbT8eF1E0WyU2rRnYlwaKpELCwyua6KAMDq7gRb1uR4eucEIJqAhrvjTM7XaDp2wvmMWJBpikzTbiHJEja2cKKqW2QTQV7cM0M8bJDPRJAkib2O9imIGtJStYmuKeRSQQ5OivtkwBIfGxrNFt25KO/a0us9L5sItsmZwUJmNJsIMjlXdbrkxeKyblqUa01PLmrDoMhaFisNYmGRaXdl6SZmq5hWi0w8yLOvTTIxUxV6q44hwGyxTmcqTMwQCxhRCiSOuVI1WdufJB0NUK412bF/Fk0Vtr6yYz4gOwFzLhnEtGwqdZM1PXFG+pNi96RQEyogDm7m+ZX9s2wdEYu5hQWCcNtblY95SiVL4Qerx+DQZIk/fvAZsIUIb6sF//OmCzy9PZ9zm0bTYnymQlcmzP7xEutXpdh5YI6gofIPP3qV7ftmuf3qdf7nwWfFkUuKC92qLqGDOtAVZWKuSqNpoWsykrxwwd99uIANFMsNMnGDaFh3nH8WLg2aJqNp4nMedQKy9QMp5ssioDMtm3hYp1IzCegqxUqduuNr3pEStae1hgnzdUanKkKWaKJMf2eUeFhkmqIhjVBAo1I3GeyKofcpvLBrCtsWqpnJqCH0HuvNto7hVktkJtf0JNqaMxRZFlvBkggmCuUmhqbSNNszUE2rRbHcdBp/xDEWKg0m56oMdR+dXXUbwg5Oldk0lGbKUVaQEIGtW4vrlksEdBVNVTw906CuEA/raJrMXHHBNanasHhx7ww4NZ4DncI8IRYW3u5j0xVHQF8E/kFDNM5lk0GGe+K8enCeNT0igAc8rdGArqLIEuGgyo79s6Rjhqc9a9m2k/kVzV3z5bqThRcBqajBDHpBdchQjxmsypK0UCqA6JJ/7eA81brF2EyFAaf+1A1f3Iy2O+ct22bXoQL5TJhQQGbrSCfP7pxkar7mlVQAjkyTkElzM9C9uQi9uQiDvSl2H5ihVG2KDvuAhq7L7dlzp8lqpD/BvvESM8W65yy2ZW0Oq9Vivtxg54E54mGdVDQg9GfDOrPFOtW66WWKYUHayw28LEtkGEcGUmQTAfZPlLz7RqfLvLh7mg2DaaFQ4ATbmiJjqIrIYDqLyqF83Atc3TKAdX0Jb6HWlQ459ecy23ZNg1OHG3OuR6IsRcx9d0ZoucqyhCSLwHF0uoJWajLSK8pzzh/K8Nxrk0iSJHYggmKX5PILunl53yyVcsNz5LpsYxeZeJCdB+cAKJabyIpYsBnOd9BqLWi2unRnw15m2z33YUNDViRMUzR0qeqxE4F+sLoEk3NV7v7bp2i1bD52wya60hHhqBHQTvxkn3MCXVP43H+9mFBA5d+fPsQ3/uNVzh/OUK2bbN8/xwu7p/nMXz3Obe9ey9aRDj/L6rNiCBqi8enVg3NMF4QI/lypgWnZ3oXTDZ4s2xXvFlaUG1al29QCjqQrE2ZytkomEWC2VHN0EkXAuK4vwUyxTixskFtkteqSiBjksyEOTZZpWq5blcjWRINOoFhuUq41qdVN9o6XGMzHkBY157iBmssvto9jqAoXrskuOd5cMkQkqDM5P+W952J0Vca0Wry0d8bL+OiqQlcqzOhM2Xvc+oGUJzIfcrq23a1mTRFBwny54bmGDeZFoBsyNF49OEdPNsJb1ncgyaDKsjBGaMFLe2cAEdxl40Ge3zVFPKwLqR+nNta0hFuRZdlIsggEoiGNmWKdvo4oiZBONRH0LDIXU6sLs4BYWGe2VKfebKFpC3W3ILbbKzWTVCxAsdzwmnSODDaGe+IL5QInIOIoQBia7J1bw8kMgwj6h3viC4t9G+bKdVRF9gKuHQfnaLVsomENQxW6s8qibWJ3wTU1V2X3aIG1q9JeeUkuGRINgk6tc1cqLLr2ne3svo4ok/M1StWmN88gvgeuVFqjaTE6VaIzFcJq2YzNlJkp1NriAFURpTThoNAjnS/XectIJ6YplC+60mEvAHMdyUDUn76yT/Lm5YLVGWYK9bbX9hL63rVFYvPqDLsOF2iYFrWGydiMKAvoSAbp64gQcbLY7qJlrlTnqov7SMcMntohi7IThJxVMhnyjjloiAazVsv2XO4W5tn5fXCa3LrSohTEWCT5JjLEC+e/Yba8OvmFuZKJBBfOnySJ35OiUxtbqZsEjqMU6QerRzA+W+Hev39GFFPHAhyarDAykD7Tw/I5A7ir/o2DKf7px+LH+upL+nhy+wT/9ONddKVD/D/feZmfvzTGbVetbfNC9/E5U6ztTYotXUcr85uP7GK+3BC2nrrC1pFOnnh5DIDh7jhbRzr5ybOHCOhCQsa0Wm21Y4P5uFdHmE+HkWWJXYfnqdZNTwIJnHpOW1zo2hpNcAKietMzFEg4AYkrjeR2cIcDKjOFGjPFGmB7NasjAykOT5XYeWCOaFDnorU5AM4fyrRdWJdC12TW9iYJGoont+MiIRx21vYKXchNQ8JIIRbW2oLVpYJhSRLNUW4njRuoAnRnIhyeLnsXcLeONxMLei5XfY5UE4hM43BPnLGZCpqzjX7Jxm5v/PlsGENXaDQthvJx0nGDrSNd7Bsv8PxMhQuGM23laW4DWiigevJQ9aZFPSpE8V2JqWwi2NbB35kKoznBVa1heVlVoK2R52QQpSML2pmbhtJtDViLkWWJTYNpr9wEoCcbplgWn4+NQ2lkSWJ0usz0fI3zh9JE3c9QzaRl2/z7UwfIp4IYuuoc40JJQ39nlH6npvfideKzk0uEiAWbFKrt2XZXqzQeMhhXqtSaYvs9EtTJZyNtjx2bqbB1pJMD40Wm5mtISJSqTV7eO8O6vqTXZd/XIexFNzpb95W62dZc5WY0F9PfESUS0Lw5f/XgXNv8T8/XmJqvoiki0ExEDC+Any8LHdz+jiij02XHAW7he9KZCpLJRJhd9BkHsXi0LJt6s0VAXzg3qirUImYKNXAyvYP5GN3ZMIemykzNV9sSNj3ZMEFD9WpWj0ISpSpP7RgnFQ0QCWleOdGx8IPVRRyaKnH3156i5XT1XbQux1qnc87nl5fOVIgPvncDF67J0LJtfvTUQS5cneH6Xxlkx/457vvWC3zqq084blh9bT+4Pj6nm5Djww2Q0hS6M2EapuXVqwFeXaRpthidLjOYj1KoNCjXmkdZDS/OknakQkRDGrsPF5ysmOTVrgYNVWwzInnZMZeArtIVMpicLpFLBr2FXXc2wo4Ds1TqJjGnQasrHWKgK8q2XdOi1g2bWEjnsC20L3VtIWhanGU9FpW6yY4Ds1wwnPFuc4+wZduOR7vhvd7UfI19i2oSQWhJWlbLs8t0aTRbNK0WlVq7qHpvTgSrsiQxMpDi6R2TPP/qVJvcoSSLWtVoSPdqTS9alxMBWaHmZTgjQc3LZkmSaJYJBzQiIQ3Tsmk0LJ59dYoLhjPefPTkRAe8u22vKhKp2IKTU7VuEtBUhnsS7DwwS8jRBO1yZJtkSWJ8uooqy6iqjLVEVvpEVOsmuWSIEUc3dHGz1PqB1FHNakfuXL5tY97T/XXPdzIaIJMIeMYRPdmIF3j/5q8MYzdMRqfL2K1WW1nCUgzmY+w6PA/VJsnIQje6qshcuDpL07SIR0W5QSoWcBoNbVgioIqGdEo1k/ly3StPqNZNEs7rHnlNqNRMujNhOp0ymaVwNWBd0rEA1iLr2M50iHQ8SKXWpFBptD23uchKdt94Edu2Ge6Je02Xe0aLHJyp0Z9pf39VkdmyNuvVGYNoPASh7jCsLqhyyE65kLswWtx0Hg3q2DbHbETXVJnuTJhaQ1jE5hIh8ukwHGfd6QerDgcmSnzp754W2ySqxB/eciE9R6yifH45kSSJi5zV+O7D80zMVdg3XmTb7mne985hfuvyIQ5NlfjuE/v48bMHufz8bq572wCyfPJZCB+fU8XGoQypeKAtOOjriHJ4usxcucG+8SIbBlJsWZsjlwi21fgtRchp7piYrWC1bEKGylA+LjqdcxHRBHNEIGK1WhwYFdv/i4Nm13+9XG0SC4lu6WTUoFRt0p0JM1Osedm4df1JETS2jrNXuASaIhMyRObGHZckSeTTohlofKbCK/tmPdedQrnhCa67vLhnGsALKl3cjLBN+5gkSSIe0skkgxyaKHHpho6jgidvhhYFv5GgxkBnjOlCjXBQY+Ngum073g023cDOdfySZJH5coNVWRINTPuc7vhISOfpnZNEg8LFqr8zSq1pcnCyTD4TZuNgGsuyScYM7JiBIguZxmwiSC4RXL6T3wkeHg21L2Zs2+bnr4yTT4e9edp5YA5NldsarSRJlOmlYwHvdre0JWSoVE1L6IMu89q9VNO0pioko+L2XCKIaQlL0HBAdMUXKw2v9GL9qpQn2XZS76cJ57iBzqVVJ5bCrV19duekGJ+iYGgSTbN11KItnwnTkQrRkQqhKaJuNxrSGXLKIsrVJsFjXJ8WK2+4ryXLOE5kR4eM0ZDGxJzcrtOKTbVhHrVL4yJLEsM9CerNFsVqg8G8aIo8XmbVv5oCL+ye5p4HnqTRFJ2dyWhgyZorH59ExOCSdR3cecfF5NNh/ve3XmB8tsr73zPCF//bW9AUhe/8bC+/92f/ycM/2+ttsfn4nClcrdOliAQ1ulJhIiGdbsdT/URU6ybb980yMVf1ZHsWB0lHBqrgNCZlwm3ZNcDL9BwZfxbKDaYLTvPSopdLxQJeXd7JIkuiwUiWJRIRnf6OKJl4AENT0BRhk+k2i4HYwnQDg6VwVRIMTfYysktdYs8bSBE2hK1mpW552+sukiR5nujtiMmoNyzCAW3J+VyovxXZ2c2rs95YFuPairrZrwMTJWpNk2hIY1VnDGybQ5NCeSAdD3B4qsyT20XnvO1YLM0U61TryzNFcc9RcJnKOYs/f67M0pFkE0Ev2wkLweoLu6a98paTxdVt7c6Ej7qv3rB44uUxTxN4Me7jy85iy617XepcLYVrtboc9o4V2L8o4z81X+WJl8eoN82jHqsqMm/bmKcjGSIVC3iLAzcYHOqOs3Eo0/ac3pyQJzuSUGDpINUlFQtw8bpc27G7tc1H7tK4NM0WT7w8RkBXUJ3fhMNTFV7YPX3M9/mlz6z+dNsof/PdVwgHVEzLYrg7xseu3+Rv5fosSSoW4JYr1wBw3dtWUWuabFglMjLz5Qa/fmk/5WqTh3+2j289upuHH9/LVRf1cuXFvUdlE3x8zjQBXaG/M0ql1mTb7mlG+lNHbeEfiW3bzJXrDHXF0XVRB/rinmkG8/FjLvKrdZOx+TqqLLdtMQ50xdhxYBbjiCB5tlhHliX6chFP3kjcXluyUep4uHV4EuJi7W6p15sWLRv6u2JtwbzN0c1FyYjhdfrHwwvb9vXmQtAIC0GhiyyLx8w4gfeRpGMBz050Ybzi30K5TuqIwNyN3dx3aZoWSKKu9bhZKVli06Do+AZRGrFnrMCqrhgBXfXGsDhwbpgWlbrJzJQY+7EWPEsR0FV+6/Kh43q9tx+XdNTrr3ZkmBZj6KKZLRlZmLOOVAjTsglHdaZmTnqIgNCkPdZxuQ11AV1Y0R6eLnuLku37Z5d8zuJt/eOdj2VnqoGpuZrnIHWi1z8RIktsti2ylgrYTxXu92vxruXodPm4sqC/tMFqy7b550d2869P7PPs/666uJfrf2VoWUXkPr+8lGpNdFVhk7NCffXgPN98ZBeKLLF+VYpWy+aFPdM8/Pg+vvfz/Vy2sZOr39J/3Doln3OfVqvFnXfeyY4dO9B1nbvvvpv+/v62x1SrVe644w6++MUvMjQ0dMrGUq42eeLlMZFlQ0hMnShYDQW0tgt80amXO7J5qf05Kv0hAyMfbft9TUR0p2EosOTz8pn27dzBfPyY8knLJRYWZQeRkObIeokL5cRs9ahs59q+5JKv4daVuoSD7ZfUgK7SnQ23WU8u5q0bOr2awJNBkWUuOa/DyziODKSYnK3w9M5JzutLellfl8W1ubOlOqt7Elgtm0hQY8MqocObcIwDxHgVrznu4nU5ZEni568sHWifiJOpJ142zgEtjtNURaa/M0o2GyWzTCnB+XKDA+NFRpaooY0tqiV2M6hH5tA3OQ1Ti8cTDqhk4sE3XdawrzOKbduMTolMbzoeIJsIvi5nxb2jRfTZGiO9x95BON1kE8Gjam8X80sZlVVqTe7+2pP86xP7vNs+8lsbuemK1X6g6nPSrB9I8fs3nI+qyOwfLzJTrPGlD27lv1w+RKVmsm33NLe8aw2XbujEatn8dNso//bkfmzbdhoHlr+69jn7+dGPfkSj0eAf//Ef+YM/+AO+9KUvtd3/wgsvcOutt3LgwIFTPpY3Q47P/c08nrd3w2xxeLJ0tL2k4xh1ZJboyBpQl2RU6IQuh6ChsqY3cdRuWSJiMNwTZ65Y55lXJ73be3ORJTVWlyIVC3D+UIZQQGUwHzuq3u9ELLXNryxqWFuKxVvjQUOlt0N4zC+1yBjujpOJBbFtmwMTRSRw9Gclag3ReLb4Z6hcbXryUop8/GztmcAVyD/SsQnEdf1Yi4JjMTVfpVRrLpmtb9k2E3NV6k2LuZIIotzPpase4ZZ2KLLMljU5ElEDTVUY7o4fN1jvSIbaJLNOhphjb/xmEI/oZJOnrtTxSDWQo+7XFXoyEc9JDkQT2pGlMov5pcusHpos8Udff4ZKXXzo+zoi/F//ZeOyf2R8fBYzMVvl4ESJRNTgqot7ueriXoqVBrqm8KubeyiUG7y4Z4YfP3uY516bJh7W6emI8v5fW3emh+5zmnn66ad5+9vfDsAFF1zAiy++2HZ/o9HgK1/5Cn/4h394SsexdaQT0xJ6iJX68i7yiwkaKiMDqTbtziNRZOGIpZxkTV8qGlh24PF6WN2dIBDUSS8KApabEXQfn44FlqxRl47X4rwEqiKzaTBDb0eUqanSCR8vSRK5YwTwbsMawMbBNKFFx5aKBeDQPFOFmle+cTrm/I2wOAN8JDv3z3JgdH5Z5QrHo1RpsvvwPAOdMTSnkc49k8IhrZ2Tqfd2EdLEy/tc7DwwL6TSFgzV2v5dTu5jVVeMbDbK5GTxxA9+HeQzIc/p6lj05Np3TeaKdeFSdgx+aYLV+VKd/3z+MP/y0z3EwwZXbOkhGTO4/Pz8ils9+px9XLQux5a1WSRJYv94kQf//VU+eN0Gb4X5kd/ayCv75vjxswd5cfcMs8U69abFjv2zVOsm23ZNc/kF3Z4WoM+5S6lUIhJZ+KFWFAXTNFFV8XO8ZcuWN/T66fTJd0K7do6BapNYoUE6HSGbXn7t2tKS/AsEKw3KY0UymehJXdSz2Sib1p16s41sNsqxloux6Hzb406Eami0bJv0EYmPnrrFoYnSSb3GUuO79AJVdPfHli6VOOnXWuK2rZqQwHID7vhYkUaz1TZWdx4W3/Z6juXNoNYwiU2U6cknSBzRUJZKR1g/mD5udu5IwtEAO/bNku+MHxVYReMmsq7SnY0IzdlSk2xWeNtXTJtYtEE6EzlhFhGgL58QjmPOvBXqlrDBXcY8JqertGwb27ap1MRzJUlCNTRiszVSqfCyz8vJPH6p838iLKtFR85eVu+PfHCeiHbszPE5H6zuGS3w3cf38czOSW9j6YPvHWHNMWqQfHxeL+6F1bUDjDj1a4cmS+QzYTYNpdk0lMZqtfi3Jw/w1M4p7v37Z9FVmabZ4ifPHaYjGeRtm7q45LyOtsYSn3OHSCRCubwgxt1qtbxA9c1gerp0VIPQsRifrbBntMBIf4pKuU69UmfyONmNN8L6wfQpy+S8EY6ZYbKEgH46FjipcY9Ol4W+ZeOI7uymiSbZyz72xeNqAZOTb27Ws1hpMDpdYbgnTsldFFgtCsVq21i7kwFs8G47lRm5E1FrmBSKVcbGCzRr7cF7NhtlZvrozv0T0ZMKMj29dAY7osnMz1WYLdadeSmJ7nhFPK8wd+L3y2aj5BNirO68xQyFmKEsax5zUR0bmx3756g2TC/rPl8SY5ueUQkso4rxZM9joVhtG/vJsG+syOhMua2++kQotk2pdOz66HM2WN11aJ6vfX87ByfFRSEUUPmvV69FVmQ/UPU5pQx0xvjv710PCCvAz/31L/jI9Zu4YDiDbdsosszVb+nntl9fzyNP7udbj+xij6OHOD5b5VuP7Oabj+xmMB/jknU5Ng1n6EgeXdfnc3ayefNmfvzjH/Oe97yH5557jjVr1pyxsWTjQTTH4tLtyvURuGL2J0utYS3ZZBaPGEc1Pq0EbGCmWKNWD3u1y4P5GP0d7Zl51xN+JeCWkZzItezNoNYwef61ac4bSHqNdK7ymiwdbXxxqnHl1Y66DKzA64JXTmJzXKH/xQz3xI97KOdMsFqqNnnu1SlMq8W6vgT/57E9HHICVUWWuPsDbzlq28DH51STjgf4nzdfyJDjFf7/fW87AU3x5K9GBpKsX3Uxh6bKPPrcIf5z26jQPIwZ1BoW3/jxa/zzf+7mjz98GZGQxit7Z1iVjx1X985nZXPllVfy2GOPcdNNN2HbNvfccw/f+c53qFQq3Hjjjad1LLIseXqVPm+MnmzkrGqajIV0VFmmUje9YFWWJOQjttFf2juDripsXsJy9nSjqcqbVpN6IhrNFjZ2m1LEmWzAnpp3DTJWXnB6JO73YDlx9LE0ml3O6itepdbksRfHeHbnJDv2z2EjpENcj+Zk1OB97xzikvNOfe2Tj89SSJLkOeMAjPQnvS/k3tECn/rfP+X/vn0L3Zkwl23s4q3rO5kt1Xlm5yTP7pykZQudxo/d95/0ZMMcmCjzoetGuOS8Trbvm6VQabC6J7GkILjPykSWZb7whS+03baUPNUDDzxwuobk8yawnAablYBt21ywOnNSTW9vllzY2UQkpHH+UAZDUzyDCqtls4yS2DcVoTtrs33/XNvtRzZarQRansTYmzeqsypYrdZNdh6Yo1hpsmZVg0Pj83zzJ7sIGqpXj1qpmuTTIW545zDnD2eO+3o+Pqebxd7gsbDOr7+13xPk/vZP92Db8NHrNzEykOLgZJnLNnQyPlvl6R0THJgQOwUP/GAnP3n2MAcny952SypmsLonQX9HlP7OKP0dUc/v28fHx+dI5ssNtu+fZcuaHJq6kkKdlYEsLTizVR31oKbZOqmGqlPBsRZD0ZBGTzayovS7T0VucEVezVq2Ta1uMTUvut/+45lDbN83w9S8qNnIxAPM/WA7NmBZNk2zQTys847z87z7kt43RTvQx+dUk44H+bWtC2Lw//296z0x8qbZYrArxvpVKd51UZh4WOexF0a5+YrVHJgs8e2f7mlropkp1Pn5y+M8+cq4t6oNBVRueddqcskghXKTgc4IqZjftOXj47OghVmpm8TVY9dfXrg6ywopWT1jREM6TJcxtDOfPT+6ZFWiJ3vyCiCng95cxLP6fbM4pcFqy7b515/t5akdk6ztizNbaHBwsoQkSWTiAaIhjR375xjuiXNgosRssUat0UKSIKir1JomqizTOEK7bq5UJ50I0p0OsXWkk5GBlJ9F8jnrMbQF95hIUOO3373Wu++aSwd4z1v7kSWJTcMZutJhOlIhEhGd/3jmID9+5hBd6RDxsM6zr01Rb7So1Ez+34dfaXuPgK5gmi1kRcLQFCQgGtbpzUaIhTVKlSY9WSHWXKmbKLJEX2eMTDxApWYyNiO6X21ssMXrdWcjWK0Wuw8XPK0/t2bJdf7ZuX+WsYkiw93xs2671MfnXERTZbpS4eOaOcCJBd5/GVhJwXoiYlCqrWw93ETEIPEmNxWekgjvngeepmm2sFo2h6fLtFo2BybapSHGZyooioRp2Tz76hS2bXvuJrYN1YaJpsqEdJWujEE+HWYoH2Ntf5KOZJCuzviKlEHx8TlVLJYAWdzscO2lq7j20lXe36bVolhpMlessetQged3T1NvWGxek2X/eJFndk7SaAoxeIBCpek1IwrGj3hf2DCYplo3efXg/FH3uWU4ldoRkj3AHe9ZR6tl838e28tssc41lw5gaDKWJb7vVsvGtMRvhWW1MN1/rYX7JOB9vzrsebr7+Pi8cVybUp8TU6otlAEsR8f1VNCdDdOZPn1b/qu7E8e1QT1dnJJgdTAfo2XbyJLE+lVJJElCksTF1s2qvuP8PFarxX88c4gLhjNkE0Fmi3UaTYtUzDjjHwgfn7MVVZE955pV+Tjvurj3qMfYtk29aVGtWzStFmFdYa7SYPfheWYLdSRJolRtMjVXpep0wwrNSQPTcgJMq4XVWuiaFY0aNpIk0WrZ2DZ87Xs7kGWhyBHQFX7y7EFURUaRZRRZQlEkFFlGVcT/Ve//4n5dUzBUGc23Qfbx8TlDuO5sK2FXSJKk0yLd5ZKOB0jHz7xiyCkJVm+6YvVJPU6RZa68aOFC6nc0+/icHiRJIqCrbRJY4ZBOd+bU1D6dSSFxHx8fnzdCLKyfNsksn6U588sEHx8fHx8fHx8fn2PgB6s+Pj4+Pj4+Pj4rlhOWAawUm7WlWMlje7Pxj/XcxD/Wc+f9Vgor+bhX6tj8cS0Pf1zLwx/XyXG88Uj22eQP5+Pj4+Pj4+Pj80uFXwbg4+Pj4+Pj4+OzYvGDVR8fHx8fHx8fnxWLH6z6+Pj4+Pj4+PisWPxg1cfHx8fHx8fHZ8XiB6s+Pj4+Pj4+Pj4rFj9Y9fHx8fHx8fHxWbH4waqPj4+Pj4+Pj8+KxQ9WfXx8fHx8fHx8Vix+sOrj4+Pj4+Pj47NiOaHd6pmg1Wpx5513smPHDnRd5+6776a/v7/tMdVqlTvuuIMvfvGLDA0NndRzViKv51gBfuM3foNoNApAT08Pf/RHf3Tax75cTnSsDz/8MF/72tdQFIU1a9Zw5513ApyT53WpY5Vl+Zw8rz/4wQ/46le/iiRJ3Hjjjdxwww1n7fd1pXKm57PZbPKZz3yGQ4cO0Wg0+PCHP0xnZycf+tCHGBgYAODmm2/mPe95D9/4xjd48MEHUVWVD3/4w7zzne885eM78nv1oQ99iE996lNIksTq1av5/Oc/jyzLp3Vs3/rWt/jnf/5nAOr1Oq+88goPPvjgGZ2z559/nj/5kz/hgQceYN++fSc9R7VajU984hNMT08TDoe59957SaVSp2Rcr7zyCnfddReKoqDrOvfeey+ZTIa7776bZ555hnA4DMD999+PpmmnbVwvvfTSSZ+70zlfH//4x5mamgLg0KFDnH/++fzZn/3ZGZmvN4S9AvnBD35gf/KTn7Rt27afffZZ+0Mf+lDb/du2bbN/8zd/07700kvt11577aSes1J5Pcdaq9Xs66677nQP9Q1zvGOtVqv2FVdcYVcqFdu2bfvjH/+4/aMf/eicPK/HOtZz8byapmlfeeWVdqFQsE3TtK+66ip7enr6rD2vK5UzPZ8PPfSQfffdd9u2bdszMzP25Zdfbn/jG9+w//qv/7rtcRMTE/Y111xj1+t1u1AoeP8/lSz1vfrgBz9oP/HEE7Zt2/ZnP/tZ+4c//OEZGZvLnXfeaT/44INndM6++tWv2tdcc419ww032La9vDn6m7/5G/vP//zPbdu27Ycffti+6667Ttm4br31Vvvll1+2bdu2/+Ef/sG+5557bNu27Ztuusmenp5ue+7pHNdyzt3pHJfL3Nyc/d73vtceHx+3bfv0z9cbZUWWATz99NO8/e1vB+CCCy7gxRdfbLu/0Wjwla98hcHBwZN+zkrl9Rzr9u3bqVarvP/97+f222/nueeeO51Dft0c71h1XefBBx8kGAwCYJomhmGck+f1WMd6Lp5XRVH47ne/SzQaZW5uDoBwOHzWnteVypmez6uvvpqPfexj3t+KovDiiy/yk5/8hFtvvZXPfOYzlEoltm3bxoUXXoiu60SjUfr6+ti+ffspHdtS36uXXnqJSy65BIB3vOMd/OxnPzsjYwN44YUXeO2117jxxhvP6Jz19fVx3333eX8vZ44Wf/7e8Y538Pjjj5+ycX35y1/mvPPOA8CyLAzDoNVqsW/fPj73uc9x00038dBDDwGc1nEt59ydznG53Hfffdx2223kcrkzMl9vlBVZBlAqlYhEIt7fiqJgmiaqKoa7ZcuWZT9npfJ6jjUQCPCBD3yAG264gb179/K7v/u7fP/73z+rj1WWZTKZDAAPPPAAlUqFyy67jO9973vn3Hk91rHu3LnznDuvAKqq8sMf/pAvfOELXH755aiqetZ+X1cqZ3o+3a3EUqnERz/6UX7/93+fRqPBDTfcwIYNG/iLv/gLvvKVr7Bu3TpvO959XqlUOqVjW+r30rZtJEnyxlAsFimVSqd9bAB/9Vd/xe/93u8BsGnTpjM2Z+9+97s5ePCg9/dy5mjx7e5jT9W4crkcAM888wxf//rX+bu/+zsqlQq33XYbd9xxB5Zlcfvtt7Nhw4bTOq7lnLvTOS6A6elpHn/8cT796U8DnJH5eqOsyMxqJBKhXC57f7darRP+6L6e56wEXs+4V61axXvf+14kSWLVqlUkEgkmJydP9VDfMCc61larxb333stjjz3GfffdhyRJ5+x5XepYz9XzCnDVVVfx6KOP0mw2+Zd/+Zez9ryuVFbCfI6OjnL77bdz3XXXce2113LllVeyYcMGAK688kpefvnlo8ZZLpfbLuangqW+V9PT021jiMViZ2RshUKB3bt3s3XrVoAVM2cAsrwQHpxojhbf7j72VPLd736Xz3/+83z1q18llUoRDAa5/fbbCQaDRCIRtm7dyvbt20/ruJZz7k73fH3/+9/nmmuuQVEUgBUxX8tlRQarmzdv5tFHHwXgueeeY82aNafkOSuB1zPuhx56iC996UsAjI+PUyqVyGazp3ScbwYnOtbPfe5z1Ot17r//fm+L/Fw9r0sd67l4XkulErfddhuNRgNZlgkGg8iyfNae15XKmZ7Pqakp3v/+9/OJT3yC66+/HoAPfOADbNu2DYDHH3+c9evXs2nTJp5++mnq9TrFYpFdu3ad8rEu9b267LLL+PnPfw7Ao48+ykUXXXRGxvbkk09y6aWXen+vlDkDGBkZOek52rx5M4888oj32KV2BN8svv3tb/P1r3+dBx54gN7eXgD27t3LLbfcgmVZNJtNnnnmGdavX39ax7Wcc3c6x+WO5x3veIf390qYr+WyIlMZV155JY899hg33XQTtm1zzz338J3vfIdKpcKNN9540s85G3g9x3r99dfz6U9/mptvvhlJkrjnnnvOiqzU8Y51w4YNPPTQQ1x00UX8zu/8DgC33377OXlej3Ws5+J5vfHGG7n22mu59dZbUVWVtWvXelmus/G8rlTO9PfkL//yLykUCtx///3cf//9AHzqU5/innvuQdM0MpkMd911F5FIhN/+7d/mlltuwbZtPv7xj2MYxikd21Lfq2QyyWc/+1m+/OUvMzg4yLvf/W4URTntY9uzZw89PT3e33feeSd33XXXGZ8zgE9+8pMnPUc333wzn/zkJ7n55pvRNI0//dM/PSVjsiyLL37xi3R1dfGRj3wEgIsvvpiPfvSjXHvttbzvfe9D0zSuu+46Vq9eTU9Pz2kZFyzv3J2u+XLZs2ePF9gDDA0NnfH5Wi6Sbdv2mR6Ej4+Pj4+Pj4+Pz1KsyDIAHx8fHx8fHx8fH/CDVR8fHx8fHx8fnxWMH6z6+Pj4+Pj4+PisWPxg1cfHx8fHx8fHZ8XiB6s+Pj4+Pj4+Pj4rFj9Y9fHx8fHx8fHxWbH4waqPj4+Pj4+Pj8+KxQ9WfXx8fHx8fHx8Viz/PzmgfZ8Cbi0AAAAAAElFTkSuQmCC\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "az.plot_trace(samples);" + ] + }, + { + "cell_type": "markdown", + "id": "f6b48633", + "metadata": {}, + "source": [ + "### Parameter estimation II -- the mean of a population" + ] + }, + { + "cell_type": "markdown", + "id": "dd16208f", + "metadata": {}, + "source": [ + "We'll now calculate the posterior mean beak depth of Galapagos finches in a given species. First let's load the data and subset it with respect to species:" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "id": "cf6096ff", + "metadata": {}, + "outputs": [], + "source": [ + "# Import and view head of data\n", + "df_12 = pd.read_csv('../../data/finch_beaks_2012.csv')\n", + "df_fortis = df_12.loc[df_12['species'] == 'fortis']\n", + "df_scandens = df_12.loc[df_12['species'] == 'scandens']" + ] + }, + { + "cell_type": "markdown", + "id": "f2dbb86f", + "metadata": {}, + "source": [ + "To specify the full probability model, we need\n", + "- a likelihood function for the data &\n", + "- priors for all unknowns.\n", + "\n", + "What is the likelihood here? Let's plot the measurements below and see that they look approximately normal so we'll use a normal likelihood $y_i\\sim \\mathcal{N}(\\mu, \\sigma^2)$. The unknowns here are the mean $\\mu$ and standard deviation $\\sigma$ and we'll use weakly informative priors on both\n", + "\n", + "- a normal prior for $\\mu$ with mean $10$ and standard deviation $5$;\n", + "- a lognormal prior for $\\sigma$ with $\\mu = 0$ and $\\sigma = 10$.\n", + "\n", + "There are biological reasons for these priors \n", + "(**NOTE: not really now, with the lognormal prior? \n", + "Need to explain what the biological reasons are otherwise**)\n", + "also but we can also test that the posteriors are relatively robust to the choice of prior here due to the amount of data." + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "id": "7bd6418a", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/Users/hba/opt/anaconda3/envs/generative-thinking/lib/python3.9/site-packages/seaborn/distributions.py:2619: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).\n", + " warnings.warn(msg, FutureWarning)\n" + ] + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "sns.distplot(df_fortis['blength']);" + ] + }, + { + "cell_type": "markdown", + "id": "4cb457c3", + "metadata": {}, + "source": [ + "Let's now build our model:" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "id": "938d005e", + "metadata": {}, + "outputs": [], + "source": [ + "with pm.Model() as model:\n", + " # Prior for mean & standard deviation\n", + " mu_1 = pm.Normal('mu_1', mu=10, sigma=5)\n", + " sigma_1 = pm.Lognormal('sigma_1', 0, 10)\n", + " # Gaussian Likelihood\n", + " y_1 = pm.Normal('y_1', mu=mu_1, sigma=sigma_1,\n", + " observed=df_fortis['blength'])" + ] + }, + { + "cell_type": "markdown", + "id": "054341f3", + "metadata": {}, + "source": [ + "Once again, we can also visualize our model graph:" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "id": "2567c4a7", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n" + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "gv = pm.model_graph.model_to_graphviz(model)\n", + "display_png(gv)" + ] + }, + { + "cell_type": "markdown", + "id": "4ed81947", + "metadata": {}, + "source": [ + "We now press our inference button and sample from the posterior:" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "id": "f82870f6", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Auto-assigning NUTS sampler...\n", + "Initializing NUTS using jitter+adapt_diag...\n", + "/Users/hba/opt/anaconda3/envs/generative-thinking/lib/python3.9/site-packages/pymc/aesaraf.py:996: UserWarning: The parameter 'updates' of aesara.function() expects an OrderedDict, got . Using a standard dictionary here results in non-deterministic behavior. You should use an OrderedDict if you are using Python 2.7 (collections.OrderedDict for older python), or use a list of (shared, update) pairs. Do not just convert your dictionary to this type before the call as the conversion will still be non-deterministic.\n", + " aesara_function = aesara.function(\n", + "Multiprocess sampling (4 chains in 4 jobs)\n", + "NUTS: [mu_1, sigma_1]\n" + ] + }, + { + "data": { + "text/html": [ + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "\n", + "
\n", + " \n", + " 100.00% [12000/12000 00:01<00:00 Sampling 4 chains, 0 divergences]\n", + "
\n", + " " + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Sampling 4 chains for 1_000 tune and 2_000 draw iterations (4_000 + 8_000 draws total) took 12 seconds.\n", + "Auto-assigning NUTS sampler...\n", + "Initializing NUTS using jitter+adapt_diag...\n", + "/Users/hba/opt/anaconda3/envs/generative-thinking/lib/python3.9/site-packages/pymc/aesaraf.py:996: UserWarning: The parameter 'updates' of aesara.function() expects an OrderedDict, got . Using a standard dictionary here results in non-deterministic behavior. You should use an OrderedDict if you are using Python 2.7 (collections.OrderedDict for older python), or use a list of (shared, update) pairs. Do not just convert your dictionary to this type before the call as the conversion will still be non-deterministic.\n", + " aesara_function = aesara.function(\n", + "Multiprocess sampling (4 chains in 4 jobs)\n", + "NUTS: [mu_1, sigma_1]\n", + "Sampling 4 chains for 1_000 tune and 1_000 draw iterations (4_000 + 4_000 draws total) took 11 seconds.\n" + ] + } + ], + "source": [ + "with model:\n", + " samples = pm.sample(2000, return_inferencedata=True)\n", + " idata = pm.sample_prior_predictive(model=model)\n", + " idata.extend(pm.sample(progressbar=False))\n", + " idata.extend(pm.sample_posterior_predictive(idata, progressbar=False))\n" + ] + }, + { + "cell_type": "markdown", + "id": "40e504c7", + "metadata": {}, + "source": [ + "Let's now plot our *prior predictive check*, data, and *posterior predictive check*:" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "id": "3e5aea38", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAXYAAAEICAYAAABLdt/UAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/YYfK9AAAACXBIWXMAAAsTAAALEwEAmpwYAAAZDUlEQVR4nO3dfVCU573/8c8u+ES0YskuNDqx9TCjxkI0SUcOMwdHm0BAQEXTqmlpq2JMY5nSGa1PiUlbY2LawTFpZwpNa9PiUeoYlU6CtPHnmZzBX4ypiZr6RGxqRF0WMCgIirv3+cOydWVhl2f3mvfrr732uu5rv9+98TO3N7DYLMuyBAAwhn2gCwAA9C6CHQAMQ7ADgGEIdgAwDMEOAIYh2AHAMAQ7ABgmcqALkKTLl5vk9VqKiRmuurrGgS6nz9Bf+DO9R/oLD3a7TaNG3dPh/F0R7F6vJa/X8j02Gf2FP9N7pL/wx60YADAMwQ4AhiHYAcAwIQV7Y2OjMjMzdf78+XZzJ06cUE5OjtLS0rR27VrdvHmz14sEAIQuaLB/9NFHWrBggT799NOA8ytWrNBzzz2nffv2ybIslZaW9naNAIAuCPpTMaWlpVq/fr1WrlzZbq66ulotLS2aPHmyJCknJ0dbtmzRwoULe71QYKAteml/l48ZMSxSw6MGK9JuU0PTDV1v9WjooAiNGz1SCf8Ro6bmVl1rualzNVc1YthguS5fU1NzqxqbWxU1JFIZyV/WGMdwnTp3WfcMG6Rjn9Tp88brih0VJdflaxoUYdd9996j5IQvKX70SEnSn/5flT44XaNxXxqp660eXaq/prgvRvleb/z9oyRJp85d1vj7R/mOq6pu0J/+5xN98tnnqrvSosGDIjQ5/l5FDY3s8JjOVFU3dLi+s7nu7NfTvXvz9Qdqv9sFDfYNGzZ0OFdTUyOHw+EbOxwOuVyu3qkMuIt0J9Ql6WrzTV1t9r89eb3VqyNnanXkTG2nx1677tEb5acUYbfJc8eP6P3j4lXf49PnG/S/xy5q5cKHdOS0W2+/d06SVHO5xbfmYt01HTlTK5ske4RNNkker6XICLtWLJgiSXp529/k8fi/zsW6W3tFBDgmWLi+8t9HdNPjbbe+s7nu7NeddV3V2/v2VZ1tevRz7F6vVzabzTe2LMtvHKqYmOG+xw7HiJ6UdNejP3TVnaEecI3H0vm6a/rwk7pO11mSvB5LbTt6PF6dr7sm/ev5jgQ65j8nj+lw/YGjF+XxeGVZ7dd3Nted/bq6rjtfo92puT/3u1OPgj0uLk5ut9s3rq2tldPp7PI+dXWN8notORwj5HZfDX5AmKI/dEeE3Sav99/BGnBNhE1jYqI0+T9idLG2qcN1Ntut31q06dYv6kRE2DUmJkrSrSv5O6/YJfld5d9+TGfnekxMlCIi7JLH2259Z3Pd2a8r67r7NdqdmvtyP7vd5ndBfKceBfvo0aM1ZMgQffDBB3r44Ye1Z88epaSk9GRLwCj9fY+97b/z3bnH/uOFD+lIVW2v3GOPHz1SKxZMCbi+s7nu7NeddV3V2/v2VZ1tbKH+zdMZM2bojTfe0JgxY5SXl6f8/HwlJCTo5MmTWrdunRobGzVp0iRt3LhRgwcP7lIRXLGbweT+At1j/+2qGQNQSd8y+RxK5vTXa1fs+/f/+wu7uLjY93jChAnauXNnN8sDAPQ2fvMUAAxDsAOAYQh2ADAMwQ4AhiHYAcAwBDsAGIZgBwDDEOwAYBiCHQAMQ7ADgGEIdgAwDMEOAIYh2AHAMAQ7ABiGYAcAwxDsAGAYgh0ADEOwA4BhCHYAMAzBDgCGIdgBwDAEOwAYhmAHAMMQ7ABgGIIdAAxDsAOAYQh2ADAMwQ4AhiHYAcAwBDsAGIZgBwDDhBTsZWVlysjIUGpqqkpKStrNf/zxx5o7d66ys7P11FNP6cqVK71eKAAgNEGD3eVyqbCwUNu2bdPu3bu1Y8cOVVVV+a3ZsGGD8vPztXfvXn3lK1/R66+/3mcFAwA6FzTYKysrlZSUpOjoaEVFRSktLU3l5eV+a7xer5qamiRJzc3NGjp0aN9UCwAIKjLYgpqaGjkcDt/Y6XTq6NGjfmtWrVqlRYsW6cUXX9SwYcNUWlrapSJiYob7HjscI7p0bLihP3OY2qupfbUxvT8phGD3er2y2Wy+sWVZfuOWlhatXbtWW7duVWJion73u9/pxz/+sYqKikIuoq6uUV6vJYdjhNzuq11sIXzQn1lM7NX0c2hKf3a7ze+CuN18sA3i4uLkdrt9Y7fbLafT6RufPn1aQ4YMUWJioiTpm9/8pg4dOtSTmgEAPRA02JOTk3Xw4EHV19erublZFRUVSklJ8c2PHTtWly5d0tmzZyVJ77zzjhISEvquYgBAp4LeiomNjVVBQYFyc3PV2tqqefPmKTExUXl5ecrPz1dCQoI2btyoH/7wh7IsSzExMXrxxRf7o3YAQABBg12SsrKylJWV5fdccXGx7/G0adM0bdq03q0MANAt/OYpABiGYAcAwxDsAGAYgh0ADEOwA4BhCHYAMAzBDgCGIdgBwDAEOwAYhmAHAMMQ7ABgGIIdAAxDsAOAYQh2ADAMwQ4AhiHYAcAwBDsAGIZgBwDDEOwAYBiCHQAMQ7ADgGEIdgAwDMEOAIYh2AHAMAQ7ABiGYAcAwxDsAGAYgh0ADEOwA4BhCHYAMExIwV5WVqaMjAylpqaqpKSk3fzZs2f17W9/W9nZ2Vq8eLEaGhp6vVAAQGiCBrvL5VJhYaG2bdum3bt3a8eOHaqqqvLNW5alp59+Wnl5edq7d68mTpyooqKiPi0aANCxoMFeWVmppKQkRUdHKyoqSmlpaSovL/fNf/zxx4qKilJKSookadmyZXryySf7rmIAQKeCBntNTY0cDodv7HQ65XK5fONz587p3nvv1Zo1azRnzhytX79eUVFRfVMtACCoyGALvF6vbDabb2xZlt/45s2bOnTokP74xz8qISFBmzdv1ksvvaSXXnop5CJiYob7HjscI0I+LhzRnzlM7dXUvtqY3p8UQrDHxcXp8OHDvrHb7ZbT6fSNHQ6Hxo4dq4SEBElSZmam8vPzu1REXV2jvF5LDscIud1Xu3RsOKE/s5jYq+nn0JT+7Hab3wVxu/lgGyQnJ+vgwYOqr69Xc3OzKioqfPfTJWnKlCmqr6/XyZMnJUn79+/XpEmTeqF0AEB3BL1ij42NVUFBgXJzc9Xa2qp58+YpMTFReXl5ys/PV0JCgn75y19q3bp1am5uVlxcnDZt2tQftQMAAgga7JKUlZWlrKwsv+eKi4t9jx988EHt3LmzdysDAHQLv3kKAIYh2AHAMAQ7ABiGYAcAwxDsAGAYgh0ADEOwA4BhCHYAMAzBDgCGIdgBwDAEOwAYhmAHAMMQ7ABgGIIdAAxDsAOAYQh2ADAMwQ4AhiHYAcAwBDsAGIZgBwDDEOwAYBiCHQAMQ7ADgGEIdgAwDMEOAIYh2AHAMAQ7ABiGYAcAwxDsAGAYgh0ADEOwA4BhQgr2srIyZWRkKDU1VSUlJR2uO3DggGbMmNFrxQEAui4y2AKXy6XCwkLt2rVLgwcP1vz58zV16lTFx8f7rautrdXLL7/cZ4UCAEIT9Iq9srJSSUlJio6OVlRUlNLS0lReXt5u3bp167R8+fI+KRIAELqgV+w1NTVyOBy+sdPp1NGjR/3WvPHGG3rggQf04IMPdquImJjhvscOx4hu7REu6M8cpvZqal9tTO9PCiHYvV6vbDabb2xZlt/49OnTqqio0NatW3Xp0qVuFVFX1yiv15LDMUJu99Vu7REO6M8sJvZq+jk0pT+73eZ3QdxuPtgGcXFxcrvdvrHb7ZbT6fSNy8vL5Xa7NXfuXC1dulQ1NTVauHBhD8sGAHRX0GBPTk7WwYMHVV9fr+bmZlVUVCglJcU3n5+fr3379mnPnj0qKiqS0+nUtm3b+rRoAEDHggZ7bGysCgoKlJubq9mzZyszM1OJiYnKy8vTsWPH+qNGAEAXBL3HLklZWVnKysrye664uLjdujFjxmj//v29UxkAoFv4zVMAMAzBDgCGIdgBwDAEOwAYhmAHAMMQ7ABgGIIdAAxDsAOAYQh2ADAMwQ4AhiHYAcAwBDsAGIZgBwDDEOwAYBiCHQAMQ7ADgGEIdgAwDMEOAIYh2AHAMAQ7ABiGYAcAwxDsAGAYgh0ADEOwA4BhCHYAMAzBDgCGIdgBwDAEOwAYhmAHAMMQ7ABgmJCCvaysTBkZGUpNTVVJSUm7+b/+9a+aNWuWsrOz9f3vf18NDQ29XigAIDRBg93lcqmwsFDbtm3T7t27tWPHDlVVVfnmGxsb9fzzz6uoqEh79+7V+PHj9eqrr/Zp0QCAjgUN9srKSiUlJSk6OlpRUVFKS0tTeXm5b761tVXr169XbGysJGn8+PG6ePFi31UMAOhU0GCvqamRw+HwjZ1Op1wul288atQoPfbYY5KklpYWFRUV6dFHH+2DUgEAoYgMtsDr9cpms/nGlmX5jdtcvXpVzzzzjCZMmKA5c+Z0qYiYmOG+xw7HiC4dG27ozxym9mpqX21M708KIdjj4uJ0+PBh39jtdsvpdPqtqamp0eLFi5WUlKQ1a9Z0uYi6ukZ5vZYcjhFyu692+fhwQX9mMbFX08+hKf3Z7Ta/C+J288E2SE5O1sGDB1VfX6/m5mZVVFQoJSXFN+/xeLRs2TKlp6dr7dq1Aa/mAQD9J+gVe2xsrAoKCpSbm6vW1lbNmzdPiYmJysvLU35+vi5duqS///3v8ng82rdvnyTpq1/9qjZs2NDnxQMA2gsa7JKUlZWlrKwsv+eKi4slSQkJCTp58mTvVwYA6BZ+8xQADEOwA4BhCHYAMAzBDgCGIdgBwDAEOwAYhmAHAMMQ7ABgGIIdAAxDsAOAYQh2ADAMwQ4AhiHYAcAwBDsAGIZgBwDDEOwAYBiCHQAMQ7ADgGEIdgAwDMEOAIYh2AHAMAQ7ABiGYAcAwxDsAGAYgh0ADEOwA4BhCHYAMAzBDgCGIdgBwDAEOwAYhmAHAMOEFOxlZWXKyMhQamqqSkpK2s2fOHFCOTk5SktL09q1a3Xz5s1eLxQAEJrIYAtcLpcKCwu1a9cuDR48WPPnz9fUqVMVHx/vW7NixQr97Gc/0+TJk7VmzRqVlpZq4cKFfVp4VXWDTp27rPH3j1L86JF9+lp97fZeJAXsK5Q1wfZuW9sb711VdYPe/v//1OeN1/VfD96nMY7h+tP/fKJLtU2SpJH3DNb9cSPU1Nzqq7ny2EU1NN3wzScnfEmS2u1TeeyiJKnlhkdnLzZo3JdGaujgCDU03fAd11b3gQ+r9e5HFxQ9fIjivhilczVXdb9zhJqv31RD0w01Nbeq7kqLWm96/epvammVxyuNGBYpj8fStRsev3mbJKtb7www8IIGe2VlpZKSkhQdHS1JSktLU3l5uZYvXy5Jqq6uVktLiyZPnixJysnJ0ZYtW/o02KuqG/TKfx/RTY9XkRF2rVgwJWzD/fZe7HabbJI8Xsuvr1DWBNu7ba2kHr93VdUNeqnkA3n/lZX/uHhKdpvkDZCENkn2CJtkWfL4Z6vePXpBlvXv4zrap+Zyi9/4f49d1MqFD+m8u1FvlJ/617NXffMf/+NyyL1cbQ78v0tCHeEsaLDX1NTI4XD4xk6nU0ePHu1w3uFwyOVydamImJjhtx0/Iuj6A0cvyuPxyrIkj8er83XX9J+Tx3TpNQfKnf3d3ovXY/kC5fa+QlkTSKD3qe24nrx3B45e9IV6m0ChLt0KyNtrvt2dQd/ZPn7HeSydr7umY2frgy/uQ6F8rYYjU/tqY3p/UgjB7vV6ZbPZfGPLsvzGweZDUVfXKK/XksMxQm731aDrx8REKSLCLnm8ioiwa0xMVEjHDbRA/d3ei+1fV+Ner+XXVyhrAgn0Pknq8Xs3JiZKdrv8wr3DK3abZLcHvmKPsMvvir2zffyOi7Dd6sX7RR057e5S7b3lt6tmhMXXXFeF+m8wXJnSn91u87sgvlPQYI+Li9Phw4d9Y7fbLafT6Tfvdv/7H1dtba3ffF+IHz1SKxZMMeIe+529SO3vn4eyJpS929b29L2LHz1Sq558uN298SNVtf16j72t9v6+x/7bVTO6/J4B/clmWVan10cul0sLFizQzp07NWzYMM2fP18//elPlZiY6FuTmZmpF154QQ8//LCeffZZjR07VkuWLAm5iK5esYcr+gt/pvdIf+Eh2BV70B93jI2NVUFBgXJzczV79mxlZmYqMTFReXl5OnbsmCTp5z//uTZu3KjHH39c165dU25ubu91AADokqBX7P2BK3YzmN6fZH6P9BceenzFDgAILwQ7ABiGYAcAwwT9ccf+YLfbAj42Ef2FP9N7pL+7X7Ae7opvngIAeg+3YgDAMAQ7ABiGYAcAwxDsAGAYgh0ADEOwA4BhCHYAMAzBDgCGIdgBwDB3RbBv3rxZr776asC56upqTZkyRbNmzdKsWbO0ePHifq6u5zrr78aNG1qxYoXS09M1Z84cffLJJ/1cXfdduHBBTz75pB5//HE9/fTTampqarcmHM9fWVmZMjIylJqaqpKSknbzJ06cUE5OjtLS0rR27VrdvBn4D2LfzYL1+Nprr2n69Om+8xZozd2ssbFRmZmZOn/+fLs5E85fUNYAunLlirV69WorMTHR2rJlS8A15eXl1rPPPtvPlfWOUPr7zW9+4+vv0KFD1hNPPNGfJfbI0qVLrT//+c+WZVnWa6+9Zm3atKndmnA7f5cuXbKmT59uXb582WpqarKysrKsM2fO+K2ZOXOmdeTIEcuyLGv16tVWSUnJAFTafaH0+NRTT1l/+9vfBqjCnvnwww+tzMxMa9KkSdZnn33Wbj7cz18oBvSK/Z133tGXv/xlfe973+twzbFjx3T69GnNmjVLubm5OnXqVD9W2DOh9HfgwAFlZ2dLkr72ta+pvr5eFy5c6K8Su621tVXvv/++0tLSJEk5OTkqLy9vty7czl9lZaWSkpIUHR2tqKgopaWl+fVVXV2tlpYWTZ48WVLHfd/NgvUoScePH9evf/1rZWVl6Sc/+YmuX78+QNV2XWlpqdavXx/wby+bcP5CMaDBPnv2bC1dulQREREdrhkyZIiys7P15ptvavHixXrmmWd048aNfqyy+0Lpr6amRg6Hwzd2OBy6dOlSf5TXI5cvX9bw4cMVGXnrA0IdDodcLle7deF2/u48H06n06+vQOcrUN93s2A9NjU1aeLEiVqxYoXefPNNXblyRb/61a8GotRu2bBhgx555JGAcyacv1D0y8f2vv3229q4caPfc+PGjdPWrVuDHvuDH/zA93jatGn6xS9+obNnz2rChAm9XWa39aQ/y7Jks9n8xnb7XfGtD59A/Y0dO9avbkntxlJ4nL/beb3edufj9nGw+XAQrId77rlHxcXFvvGiRYu0Zs0aFRQU9GudfcGE8xeKfgn29PR0paend+vYP/zhD8rMzNSoUaMk3ToRbVeJd4ue9BcbG6uamhrdf//9kqTa2tqA/4UcSIH6a21t1dSpU+XxeBQRESG32x2w7nA4f7eLi4vT4cOHfeM7+4qLi5Pb7faN78bzFUywHi9cuKDKykrNmzdP0t1/zrrChPMXirvr0jCA999/Xzt37pQkHTp0SF6vV+PGjRvgqnrPtGnTtGfPHknS4cOHNWTIEN13330DXFVwgwYN0iOPPKK33npLkrR7926lpKS0Wxdu5y85OVkHDx5UfX29mpubVVFR4dfX6NGjNWTIEH3wwQeSpD179gTs+24WrMehQ4fqlVde0WeffSbLslRSUqLHHntsACvuPSacv5AM1Hdtb7dlyxa/nxrZtm2btXnzZsuybn0H/7vf/a41c+ZMKycnxzpx4sRAldltnfXX0tJirVy50srIyLBmz55tHT9+fKDK7LLz589b3/rWt6z09HRr0aJF1ueff25ZVvifv71791ozZ860UlNTraKiIsuyLGvJkiXW0aNHLcuyrBMnTlhz58610tLSrB/96EfW9evXB7LcbgnWY3l5uW9+1apVYdnj9OnTfT8VY9r5C4a/oAQAhrnrb8UAALqGYAcAwxDsAGAYgh0ADEOwA0Af6uwDyQJZuXKldu3a5RsfPnxYOTk5ysrK0rJly9TQ0BB0D4IdAPrIRx99pAULFujTTz8NutblcmnZsmXat2+f3/OrV6/Wpk2bVFZWpvj4eL3++utB9yLYAaCPBPpAst27d2vOnDmaNWuW1qxZ4/uAtbKyMn39619v91veb731luLj49Xa2iqXy6UvfOELQV+XYAeAPnLnB5KdOXNGpaWl2r59u/bs2aOYmBjfFfiSJUv0xBNPtNtj0KBBOnXqlKZNm6b33ntPM2fODPq6ZnwABACEgffee0///Oc/9Y1vfEPSrc9ceuCBB4IeN378eFVWVmr79u0qKCjQ9u3bO11PsANAP/F4PEpPT9e6desk3fqIZI/H0+H669ev691339Wjjz4qScrOztbLL78c9HW4FQMA/WTq1Kn6y1/+orq6OlmWpeeff16///3vO1wfGRmpF154QcePH5d06yO0H3rooaCvwxU7APSTCRMmaPny5frOd74jr9eriRMnaunSpR2uj4iIUGFhoZ577jl5PB7FxsZqw4YNQV+HDwEDAMNwKwYADEOwA4BhCHYAMAzBDgCGIdgBwDAEOwAYhmAHAMMQ7ABgmP8DlNoXIi2RzcoAAAAASUVORK5CYII=\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "x_ecdf, y_ecdf = ecdf(idata.prior_predictive[\"y_1\"].data.flatten())\n", + "# Plot the ECDF\n", + "plt.plot(x_ecdf, y_ecdf, marker='.', linestyle='none');" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "id": "ddaaad4a", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "x_ecdf, y_ecdf = ecdf(df_fortis['blength'].values)\n", + "# Plot the ECDF\n", + "plt.plot(x_ecdf, y_ecdf, marker='.', linestyle='none');" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "id": "57810a26", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAXYAAAD7CAYAAAB+B7/XAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/YYfK9AAAACXBIWXMAAAsTAAALEwEAmpwYAAAYP0lEQVR4nO3df2xV9f3H8ddtC0i/ZaL13jYpjC0hwoYtODRUouX7ZaMV6AUpfCfiqBtYcOqKzQJzQMRt8mvT1OgWkxKH2YSNDgmlLiuNYyaOkjHId8OJgow5hEF7aQ20UEZ77/n+wbx4S9tzb3vvPT/u85GY8LnnePviKi/e/ZzTez2GYRgCALhGmtUBAADxRbEDgMtQ7ADgMhQ7ALgMxQ4ALkOxA4DLUOwA4DIZVgeQpE8+uaRQqO/b6bOzs9Ta2pHERAPnpKwSeRPJSVkl8iZSvLOmpXl0yy3/1edxWxR7KGT0W+yfnuMUTsoqkTeRnJRVIm8iJTMrWzEA4DIUOwC4DMUOAC4TVbF3dHSotLRUp0+fvuHY+++/r7KyMpWUlGjNmjXq7u6Oe0gAQPRMi/2vf/2rHnroIX300Ue9Hl+5cqWeeeYZ7d27V4ZhqLa2Nt4ZAQAxML0rpra2VuvWrdOqVatuOHbmzBlduXJFkyZNkiSVlZXppZde0qJFi+IeFID7Ldm0z+oI/Rqakabsm2/STUPS9XGgQ+lpaZr+lTz97/+M1YkzF9T07llJ0udzR+hSZ5fGff4Wjc27udfnOnHmgo6d+qTfcwbKtNjXr1/f57GWlhZ5vd7w2uv1qrm5OT7JADia3Ut6IK52h3S29XJ43R0M6nd/OqVP2v+tPx9rUTB4/ZZGj6SMjDStfOhOeb0jIp7nxJkL+smv/k/dwZAy0q+dE89yH9R97KFQSB6PJ7w2DCNiHa3s7CzTc3q+MHbmpKwSeRPJSVmlgeX1f7cuAUmc5b2P2hQKRt6nbkgKBkM6/Z+/CD772r595KyCwZAM4/o590waFbc8gyr23NxcBQKB8Pr8+fPy+XwxP09ra0e/N+97vSMUCLQPKGOyOSmrRN5EclJWKbq8bpzC42HCF269cWL3SOnpaRqVnSlJEa/tqOxMpaenScFQ+JxY/l9JS/P0OxAPqtjz8vI0bNgwHT58WJMnT1ZdXZ2KiooG85QAbIQij9TfHvv0M6Oi3mMfm3ezVj50p3V77L2pqKhQZWWl8vPz9fzzz2vt2rXq6OjQhAkTVF5eHteAAJLLLmX+86en93vcbt8Rjc27OaaCjvX8WERd7Pv2Xf+PvWXLlvCvx48fr507d8Y3FYCkSnSZm5U04ssWbwIGIPkSUeYUuD1Q7ECKiVehU+L2RbEDKWKwhU6ROwfFDrjcYAqdMncmih1wsYGUOmXufBQ74EKxFvrPn55uu9sHMXAUO+AysZQ607k7UeyAS1Do+BTFDrhAtKVOoacGPhoPcDhKHT0xsQMOFk2pU+iph4kdcChKHX1hYgccyKzUKfTUxsQOOAylDjMUO+AglDqiQbEDDkGpI1oUO+AAlDpiQbEDNkepI1YUO2BjlDoGgmIHbIpSx0BR7IANUeoYDIodcBhKHWYodsBm+pvWKXVEg2IHbIRSRzxQ7IBNDOZDp4HPotgBB2BaRywodsAG2IJBPFHsgMUodcQbxQ4ALkOxAxZiWkciUOyARSh1JEpUxV5fX69Zs2apuLhY27Ztu+H4e++9p/nz52vOnDlavny5Ll68GPegAIDomBZ7c3OzqqurtX37du3evVs7duzQiRMnIs5Zv369KisrtWfPHn3xi1/Uq6++mrDAgBswrSORTIu9qalJhYWFGjlypDIzM1VSUqKGhoaIc0KhkC5duiRJ6uzs1E033ZSYtIALUOpItAyzE1paWuT1esNrn8+nI0eORJzz9NNPa8mSJdqwYYOGDx+u2tramEJkZ2eZnuP1jojpOa3kpKwSeRMp1qxW/96s/vqxclLeZGY1LfZQKCSPxxNeG4YRsb5y5YrWrFmj1157TQUFBdq6dau+973vqaamJuoQra0dCoWMPo97vSMUCLRH/XxWclJWibyJ1FtWs2ndyt+bk15byVl54501Lc3T70BsuhWTm5urQCAQXgcCAfl8vvD6+PHjGjZsmAoKCiRJDz74oA4ePDiYzEDKYQsG8WRa7FOnTtWBAwfU1tamzs5ONTY2qqioKHx8zJgxOnfunE6ePClJ+v3vf6/8/PzEJQYcijf5QrKYbsXk5OSoqqpK5eXl6urq0oIFC1RQUKCKigpVVlYqPz9fGzdu1FNPPSXDMJSdna0NGzYkIzvgGFwwRTKZFrsk+f1++f3+iMe2bNkS/vW0adM0bdq0+CYDAAwIP3kKJBjTOpKNYgcsQqkjUSh2IIG4YAorUOyABZjWkUgUO5Ag/u/WWR0BKYpiB5KMaR2JRrEDCcDeOqxEsQNxxu2NsBrFDgAuQ7EDccS0Djug2IEkoNSRTBQ7ECdcMIVdUOxAgjGtI9kodiAOmNZhJxQ7kEBM67ACxQ4MEtM67IZiBwahv1Kvf2FuEpMA11HsAOAyFDswQPwwEuyKYgfijFKH1Sh2YAC4YAo7o9iBOGJahx1Q7ECMmNZhdxQ7ECdM67ALih2IAdM6nIBiB+KAaR12QrEDUWJah1NQ7MAgMa3Dbih2IApM63ASih0YBKZ12FFUxV5fX69Zs2apuLhY27Ztu+H4yZMntXjxYs2ZM0dLly7VhQsX4h4UABAd02Jvbm5WdXW1tm/frt27d2vHjh06ceJE+LhhGPr2t7+tiooK7dmzR1/60pdUU1OT0NBAMvW1DcO0DrsyLfampiYVFhZq5MiRyszMVElJiRoaGsLH33vvPWVmZqqoqEiS9Nhjj+nhhx9OXGIAQL9Mi72lpUVerze89vl8am5uDq9PnTql2267TatXr9a8efO0bt06ZWZmJiYtkGRcNIUTZZidEAqF5PF4wmvDMCLW3d3dOnjwoF5//XXl5+frxRdf1KZNm7Rp06aoQ2RnZ5me4/WOiPr5rOakrBJ5ByLaT0eyQ9ZYkDdxkpnVtNhzc3N16NCh8DoQCMjn84XXXq9XY8aMUX5+viSptLRUlZWVMYVobe1QKGT0edzrHaFAoD2m57SKk7JK5O1Pf9N6NBl4bRPLSXnjnTUtzdPvQGy6FTN16lQdOHBAbW1t6uzsVGNjY3g/XZLuvPNOtbW16YMPPpAk7du3TxMmTIhDdMCeuGgKuzOd2HNyclRVVaXy8nJ1dXVpwYIFKigoUEVFhSorK5Wfn6+f/exnWrt2rTo7O5Wbm6sf//jHycgOJAx763Ay02KXJL/fL7/fH/HYli1bwr+eOHGidu7cGd9kgA0xrcMJ+MlToAemdTgdxQ5EiWkdTkGxA4DLUOzAZ/D2AXADih0AXIZiB/6Di6ZwC4odMME2DJyGYgfEtA53odiBfjCtw4kodgBwGYodKY9bHOE2FDsAuAzFjpTGRVO4EcUO9IJtGDgZxY6UxbQOt6LYgR6Y1uF0FDsAuAzFjpTELY5wM4odAFyGYkfK4aIp3I5iB/6DbRi4BcWOlMK0jlRAsQNiWoe7UOxIGUzrSBUUO1Ie0zrchmJHSmBaRyqh2JHSmNbhRhQ7ALgMxQ7X4+0DkGoodgBwGYodrsZFU6SiqIq9vr5es2bNUnFxsbZt29bneW+//bamT+fbW9gf2zBwswyzE5qbm1VdXa1du3Zp6NChWrhwoaZMmaKxY8dGnHf+/Hlt3rw5YUGBWDGtI1WZTuxNTU0qLCzUyJEjlZmZqZKSEjU0NNxw3tq1a/Xkk08mJCQQT0zrcDvTib2lpUVerze89vl8OnLkSMQ5v/jFL/TlL39ZEydOHFCI7Ows03O83hEDem4rOCmr5M68/u/WDerfjxc3vrZ24qS8ycxqWuyhUEgejye8NgwjYn38+HE1Njbqtdde07lz5wYUorW1Q6GQ0edxr3eEAoH2AT13sjkpq5R6eX/+9PSk/X5T7bVNNifljXfWtDRPvwOx6VZMbm6uAoFAeB0IBOTz+cLrhoYGBQIBzZ8/X8uWLVNLS4sWLVo0yNjAwLG3jlRnWuxTp07VgQMH1NbWps7OTjU2NqqoqCh8vLKyUnv37lVdXZ1qamrk8/m0ffv2hIYGBoK9daQK02LPyclRVVWVysvL9cADD6i0tFQFBQWqqKjQu+++m4yMQNSY1oEo9tglye/3y+/3Rzy2ZcuWG84bNWqU9u3jDxbsh2kdqYSfPIVrMK0D11DscD2mdaQaih2uwLQOXEexw9WY1pGKKHY4HtM6EIlih2sxrSNVUexwNKZ14EYUO1yJaR2pjGKHYzGtA72j2OE6TOtIdRQ7HIlpHegbxQ5XYVoHKHY4ENM60D+KHa7BtA5cQ7HDUfr7LFMA11DscAWmdeA6ih2Owd46EB2KHY7QX6kzrQORKHYAcBmKHbbHtA7EhmKHY1HqQO8odtgaF0yB2FHscCSmdaBvFDtsi2kdGBiKHbbEBVNg4Ch2AHAZih2209+0Xv/C3CQmAZyJYodjsAUDRIdih61wwRQYPIodtsEFUyA+oir2+vp6zZo1S8XFxdq2bdsNx9966y3NnTtXc+bM0eOPP64LFy7EPSgAIDqmxd7c3Kzq6mpt375du3fv1o4dO3TixInw8Y6ODj377LOqqanRnj17NG7cOL388ssJDQ33YVoH4se02JuamlRYWKiRI0cqMzNTJSUlamhoCB/v6urSunXrlJOTI0kaN26czp49m7jEcB1KHYgv02JvaWmR1+sNr30+n5qbm8PrW265RTNmzJAkXblyRTU1Nfra176WgKgAgGhkmJ0QCoXk8XjCa8MwItafam9v1xNPPKHx48dr3rx5MYXIzs4yPcfrHRHTc1rJSVkla/P29xmmfd2z7qTX10lZJfImUjKzmhZ7bm6uDh06FF4HAgH5fL6Ic1paWrR06VIVFhZq9erVMYdobe1QKGT0edzrHaFAoD3m57WCk7JK1uY124LpLZeTXl8nZZXIm0jxzpqW5ul3IDbdipk6daoOHDigtrY2dXZ2qrGxUUVFReHjwWBQjz32mGbOnKk1a9b0Os0DAJLHdGLPyclRVVWVysvL1dXVpQULFqigoEAVFRWqrKzUuXPndPToUQWDQe3du1eSdMcdd2j9+vUJDw/n4oIpkDgewzD63gNJErZirGNF3sGUupNeXydllcibSLbbigHiibcMABKPYkfSmJU6WzBAfFDssAVKHYgfih1JwcVSIHkodiQcpQ4kF8WOhOJiKZB8FDsShoulgDUodiQEpQ5Yh2JH3FHqgLUodiQVpQ4kHsWOuOIOGMB6FDvihlIH7IFiR1xwWyNgHxQ7Bo2LpYC9UOwYFEodsB+KHQNGqQP2RLFjQCh1wL4odsSMUgfszfQzT4FPRXPnC6UOWI+JHVGh1AHnoNhhilIHnIWtGPQp2h86otQBe2FiR68odcC5mNgRgUIHnI9ih6TY3uuFUgfsjWJPcf7v1sV0PqUO2B/FnqJifTdGCh1wDoo9hQz0rXUpdcBZKHaXG8z7pFPogDNR7C4Tjw+8oNABZ6PYHSzen1pEoQPuEFWx19fX65VXXlF3d7ceeeQRPfzwwxHH33//fa1Zs0aXLl3SXXfdpR/84AfKyODvjMFI5kfNUeiAu5i2b3Nzs6qrq7Vr1y4NHTpUCxcu1JQpUzR27NjwOStXrtRzzz2nSZMmafXq1aqtrdWiRYsSGvzEmQs6duoTjfv8LRqbd3O/x08HOnT4WIsmj/NplDcr4vHfNn2ki5euKhgyZBiSkdDU9vFpmXu9IxQItFucBkA8mRZ7U1OTCgsLNXLkSElSSUmJGhoa9OSTT0qSzpw5oytXrmjSpEmSpLKyMr300ksJLfYTZy7oJ7/6P3UHQ8pIT9PKh+6MKPfPHvd4pFDo2uPv/eMTpad5FDKMiMdTBZM5kBpMi72lpUVerze89vl8OnLkSJ/HvV6vmpubYwqRnZ1leo7XOyL867ePnFUwGJJhSMFgSKdbL+ueSaN6PW70GMGDoWsP9HzcjepfmBvVeZ99bZ3ASXmdlFUibyIlM6tpsYdCIXk8nvDaMIyItdnxaLS2digU6rtpe24XjMrOVHp6mhQMKT09TaOyM/s8rh6TeXqaR4Zh3PC40/U2jUezxeK0rRgn5XVSVom8iRTvrGlpnn4HYtNiz83N1aFDh8LrQCAgn88XcTwQCITX58+fjzieCGPzbtbKh+7sc4+953Gn77GzhQIgFqbFPnXqVL388stqa2vT8OHD1djYqB/96Efh43l5eRo2bJgOHz6syZMnq66uTkVFRQkNLV0r794umvZ2fGzezfrvSXkRx3p7PB6cNEUAcCfT92PPyclRVVWVysvL9cADD6i0tFQFBQWqqKjQu+++K0l6/vnntXHjRt1///26fPmyysvLEx4cANA7j2FYfxkx1j12O3NSVom8ieSkrBJ5EynZe+x8ghIAuAzFDgAuQ7EDgMvY4g1d0tLM73uP5hy7cFJWibyJ5KSsEnkTKZ5ZzZ7LFhdPAQDxw1YMALgMxQ4ALkOxA4DLUOwA4DIUOwC4DMUOAC5DsQOAy1DsAOAyFDsAuIxti/03v/mN5s6dG/5n8uTJ+uEPf2h1rH7V1dVp9uzZmj17tjZv3mx1nH7V1NSopKREfr9fr7zyitVx+tTR0aHS0lKdPn1a0rUPV/f7/SouLlZ1dbXF6W7UM68krVq1Srt27bIwVe96Zt2xY4dKS0vl9/v1/e9/X1evXrU4YaSeebdv367Zs2dr1qxZ2rx5s+z0Q/S9/X8gSa+//roWL16c+ACGAxw/ftyYMWOG0draanWUPl2+fNm4++67jdbWVqOrq8tYsGCBsX//fqtj9Wr//v1GaWmp0d7ebnR3dxvLly839u7da3WsG/zlL38xSktLjQkTJhgff/yx0dnZaUybNs04deqU0dXVZSxZssR4++23rY4Z1jPvuXPnjOXLlxsFBQXGG2+8YXW8CD2znjx50pgxY4bR3t5uhEIhY9WqVcbWrVutjhnWM++pU6eMGTNmGJcuXTK6u7uNBx980HjnnXesjmkYxo1ZP/Xhhx8a9913n/GNb3wj4RlsO7F/1rPPPquqqirdeuutVkfpUzAYVCgUUmdnp7q7u9Xd3a1hw4ZZHatXR48e1b333qusrCylp6frvvvu01tvvWV1rBvU1tZq3bp14c/QPXLkiMaMGaPRo0crIyNDfr9fDQ0NFqe8rmfe+vp6ffWrX9XMmTMtTnajnlmHDh2qdevWKSsrSx6PR7fffrv+9a9/WZzyup55R48erd/+9rfKzMzUxYsX1dHRoc997nMWp7ymZ1ZJunr1qp555hlVVlYmJYMt3t2xP01NTbpy5Yot/3B8VlZWllasWKGZM2dq+PDhuvvuu/WVr3zF6li9mjBhgjZs2KDly5dr+PDh2rdvn62+jf3U+vXrI9YtLS3yer3htc/nU3Nzc7Jj9aln3kcffVSSdPjwYSvi9Ktn1ry8POXlXfv837a2Nm3btk0bN260IlqveuaVpCFDhqi2tlabN29WQUGBxo8fb0GyG/WW9YUXXtD8+fM1atSopGSw/cT+61//Wt/61resjmHqgw8+0BtvvKE//OEPeuedd5SWlqZXX33V6li9uueee1RWVqbFixfr0Ucf1eTJkzVkyBCrY5kKhULyeK6/XalhGBFrDF5zc7MeeeQRzZ8/X1OmTLE6jqmvf/3r+tOf/qTbbrtNP/3pT62O06v9+/fr7Nmzmj9/ftK+pq2L/erVq/rzn/+s6dOnWx3F1B//+Efdc889ys7O1tChQ1VWVqaDBw9aHatXHR0dKi4uVn19vX75y19q6NChGj16tNWxTOXm5ioQCITXgUAg4ttdDM7f//53LVy4UPPmzdMTTzxhdZx+nT17NvydUEZGhmbPnq1jx45ZnKp3b775pj788EPNnTtXa9eu1d/+9jc99dRTCf2ati72Y8eO6Qtf+IIyMzOtjmJq/Pjxampq0uXLl2UYhvbt26f8/HyrY/Xq9OnTevzxx9Xd3a329nbt3LnT9ltdkjRx4kT94x//0D//+U8Fg0G9+eabKioqsjqWK3R0dGjp0qVasWKFlixZYnUcU+3t7Vq5cqUuXrwowzC0d+9eTZ482epYvdq4caN+97vfqa6uTs8995zuuOMOvfjiiwn9mrbeY//444+Vm5trdYyo3HvvvTp69KjKyso0ZMgQ5efna9myZVbH6tX48eNVXFysOXPmKBgM6pvf/KZt/1B81rBhw7Rp0yZ95zvf0b///W9NmzZN999/v9WxXGHnzp06f/68tm7dqq1bt0qSpk+frhUrVlicrHe33367li1bpoULFyo9PV133XWXI7Zsk4VPUAIAl7H1VgwAIHYUOwC4DMUOAC5DsQOAy1DsAOAyFDsAuAzFDgAuQ7EDgMv8P+Xew/RHtYZ5AAAAAElFTkSuQmCC\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "x_ecdf, y_ecdf = ecdf(idata.posterior_predictive[\"y_1\"].data.flatten())\n", + "# Plot the ECDF\n", + "plt.plot(x_ecdf, y_ecdf, marker='.', linestyle='none');" + ] + }, + { + "cell_type": "markdown", + "id": "f639af30", + "metadata": {}, + "source": [ + "Although the *posterior predictive check* passes the eyeball test (when comapring with the data), the *prior predictive check* does not! Looking at the x-axis on it, we see that we end up with values orders of magnitude larger than what a beak length could possibly be!\n", + "\n", + "This means that our priors aren't quite right yet.\n", + "Looking at them, we can see that having a Lognormal prior for our variance\n", + "means that we could end up with some pretty large values\n", + "so let's try a prior that drops off more quickly (we say it has a _shorter tail_).\n", + "We'll try an Exponential prior here as we know that these have shorter tails.\n", + "We don't expect the reader to be aware of this\n", + "but we hope to help build your intuition around this here\n", + "and in the following case stories!" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "id": "1d0f53af", + "metadata": {}, + "outputs": [], + "source": [ + "with pm.Model() as model:\n", + " # Prior for mean & standard deviation\n", + " mu_1 = pm.Normal('mu_1', mu=10, sigma=5)\n", + " sigma_1 = pm.Exponential('sigma_1', lam=0.5)\n", + " # Gaussian Likelihood\n", + " y_1 = pm.Normal('y_1', mu=mu_1, sigma=sigma_1, \n", + " observed=df_fortis['blength'])" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "id": "674b9658", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Auto-assigning NUTS sampler...\n", + "Initializing NUTS using jitter+adapt_diag...\n", + "/Users/hba/opt/anaconda3/envs/generative-thinking/lib/python3.9/site-packages/pymc/aesaraf.py:996: UserWarning: The parameter 'updates' of aesara.function() expects an OrderedDict, got . Using a standard dictionary here results in non-deterministic behavior. You should use an OrderedDict if you are using Python 2.7 (collections.OrderedDict for older python), or use a list of (shared, update) pairs. Do not just convert your dictionary to this type before the call as the conversion will still be non-deterministic.\n", + " aesara_function = aesara.function(\n", + "Multiprocess sampling (4 chains in 4 jobs)\n", + "NUTS: [mu_1, sigma_1]\n" + ] + }, + { + "data": { + "text/html": [ + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "\n", + "
\n", + " \n", + " 100.00% [12000/12000 00:01<00:00 Sampling 4 chains, 0 divergences]\n", + "
\n", + " " + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Sampling 4 chains for 1_000 tune and 2_000 draw iterations (4_000 + 8_000 draws total) took 12 seconds.\n", + "Auto-assigning NUTS sampler...\n", + "Initializing NUTS using jitter+adapt_diag...\n", + "/Users/hba/opt/anaconda3/envs/generative-thinking/lib/python3.9/site-packages/pymc/aesaraf.py:996: UserWarning: The parameter 'updates' of aesara.function() expects an OrderedDict, got . Using a standard dictionary here results in non-deterministic behavior. You should use an OrderedDict if you are using Python 2.7 (collections.OrderedDict for older python), or use a list of (shared, update) pairs. Do not just convert your dictionary to this type before the call as the conversion will still be non-deterministic.\n", + " aesara_function = aesara.function(\n", + "Multiprocess sampling (4 chains in 4 jobs)\n", + "NUTS: [mu_1, sigma_1]\n", + "Sampling 4 chains for 1_000 tune and 1_000 draw iterations (4_000 + 4_000 draws total) took 11 seconds.\n" + ] + } + ], + "source": [ + "with model:\n", + " samples = pm.sample(2000, return_inferencedata=True)\n", + " idata = pm.sample_prior_predictive(model=model)\n", + " idata.extend(pm.sample(progressbar=False))\n", + " idata.extend(pm.sample_posterior_predictive(idata, \n", + " progressbar=False))\n" + ] + }, + { + "cell_type": "markdown", + "id": "0ff586df", + "metadata": {}, + "source": [ + "Let's now plot our *prior* and *posterior* predictive checks:" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "id": "548e8391", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "x_ecdf, y_ecdf = ecdf(idata.prior_predictive[\"y_1\"].data.flatten())\n", + "# Plot the ECDF\n", + "plt.plot(x_ecdf, y_ecdf, marker='.', linestyle='none');" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "id": "c61cb4d1", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAXkAAAD7CAYAAACPDORaAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/YYfK9AAAACXBIWXMAAAsTAAALEwEAmpwYAAAXzElEQVR4nO3df2xV9f3H8de9hXZ0ZVbrve03wNgSImzYgkNDIVoSNlqBXpBCJuKoG1hw6orNAnNArNvk176aGt1iUuIwm/AdHRJKXVYax0wcJWOQ78SJgIxtCIPbS+sXWmil7T3fP5Qrl/4497b39txz7vORmPDpOae8eokv3nzO/eEyDMMQAMCR3FYHAADEDyUPAA5GyQOAg1HyAOBglDwAOBglDwAORskDgIMNszqAJH388RUFg4nzdP2srAw1N7dZHcMUOWPLLjkl+2QlZ2xdz+l2u3TrrV+M6JqEKPlg0EiokpeUcHn6Qs7YsktOyT5ZyRlb0eZkuwYAHIySBwAHo+QBwMEiKvm2tjYVFxfr7NmzPY598MEHKikpUVFRkdatW6eurq6YhwQADIxpyb/77rt66KGH9K9//avX46tXr9Yzzzyjffv2yTAM1dTUxDojAGCATJ9dU1NTo8rKSq1Zs6bHsXPnzqmjo0OTJ0+WJJWUlOill17SkiVLYh4UACK1bPN+qyOEuCSlDnfrli+mKiXFrZzb0jU7f6wk6cSZjzX+y7dq3Khb4vb7m5b8hg0b+jzW1NQkj8cTWns8Hvn9/tgkA4AbJFJxR8OQ9ElnUE3/1yFJOt98Ve+euii326XuoKFhKW6tfuiuuBX9oJ4nHwwG5XK5QmvDMMLWkcrKyhhMjLjweEZaHSEi5Iwtu+SU7JM12py+H9bGKUniCBpSsPvT57t3dwd1tvmqpk0eHdG10T6egyr5nJwcBQKB0PrixYvyer1Rf5/m5raEeiGCxzNSgUCr1TFMkTO27JJTsk9Ws5x2nc4Hy+2S3G6XgkFDKSlujc5Kj+jP8/rj6Xa7Ih6OB1Xyo0aNUlpamo4cOaIpU6aotrZWBQUFg/mWABwu2Yo94ffke1NWVqby8nLl5ubq+eef1/r169XW1qaJEyeqtLQ01hkB2JjVpf6rp2eanmPVv4ziWe7XRVzy+/d//ge1devW0K8nTJigXbt2xTYVANuLZ7lHUtz4VEK8QRkA54hluVPmg0fJA4iJwZY7hR4flDyAQRlMuVPs8UfJAxiQgZQ7pT70KHkAUYu24Cl361DyACIWTbn/123pql43yxYv2nIySh5ARKIpeCb3xEHJAzAVacFT7omHkgfQr0gKnnJPXJQ8gF4xvTsDJQ+gB6Z35+CDvAGEoeCdhZIHEELBOw8lD0ASBe9U7MkDMC14yt2+mOSBJEfBOxslDyQxCt75KHkgSVHwyYGSB9ADBe8clDyQhPqb4il4Z6HkgSRDwScXSh5IIrH8kG3YAyUPJAlutCYnSh5IAhR88qLkgSRHwTsbJQ84HDdakxslDzgYBQ9KHnAonkkDiZIHkhJTfPKg5AEHYpsG11HygMNQ8LhRRCVfV1enOXPmqLCwUNu3b+9x/P3339fChQs1b948rVy5UpcvX455UABA9ExL3u/3q6qqSjt27NCePXu0c+dOnTp1KuycDRs2qLy8XHv37tVXv/pVvfrqq3ELDKBvTPG4mWnJNzY2Kj8/X5mZmUpPT1dRUZHq6+vDzgkGg7py5Yokqb29XV/4whfikxZAnyh49Mb0M16bmprk8XhCa6/Xq6NHj4ad8/TTT2vZsmXauHGjRowYoZqamqhCZGVlRHX+UPB4RlodISLkjC275JSiy2rlz2WXx9SpOU1LPhgMyuVyhdaGYYStOzo6tG7dOr322mvKy8vTtm3b9KMf/UjV1dURh2hublMwaEQVPJ48npEKBFqtjmGKnLFll5xSz6xmU7xVP5ddHlO75XS7XREPx6bbNTk5OQoEAqF1IBCQ1+sNrU+ePKm0tDTl5eVJkh588EEdOnQo2uwA4oBtGpiW/PTp03Xw4EG1tLSovb1dDQ0NKigoCB0fO3asLly4oNOnT0uS/vjHPyo3Nzd+iQGE4ZWt6I/pdk12drYqKipUWlqqzs5OLVq0SHl5eSorK1N5eblyc3O1adMmPfXUUzIMQ1lZWdq4ceNQZAeSHjdbYca05CXJ5/PJ5/OFfW3r1q2hX8+YMUMzZsyIbTIAwKDxilfAppjiEQlKHnAYCh43ouQBG/L9sNbqCLAJSh5wEKZ43IySB2yGp0wiGpQ84BBM8egNJQ/YCFM8okXJAw7AFI++UPKATTDFYyAoecDmmOLRH0oesAGmeAwUJQ8kON6+AINByQOAg1HyQAJjisdgUfKADdW9MN/qCLAJSh5IUNxsRSxQ8oDNsE2DaFDyQAJiikesUPKAjTDFI1qUPAA4GCUPJJi+tmqY4jEQlDwAOBglDyQQbrgi1ih5wAbYqsFAUfJAgmCKRzxQ8kCCY4rHYFDyQAJgike8UPJAAmOKx2BR8oDFmOIRT5Q8kKCY4hELEZV8XV2d5syZo8LCQm3fvr3H8dOnT2vp0qWaN2+eli9frkuXLsU8KOBETPGIN9OS9/v9qqqq0o4dO7Rnzx7t3LlTp06dCh03DEPf//73VVZWpr179+prX/uaqqur4xoacDqmeMSKack3NjYqPz9fmZmZSk9PV1FRkerr60PH33//faWnp6ugoECS9Nhjj+nhhx+OX2LAIZjiMRRMS76pqUkejye09nq98vv9ofWZM2d0++23a+3atVqwYIEqKyuVnp4en7RAEmCKRywNMzshGAzK5XKF1oZhhK27urp06NAhvf7668rNzdWLL76ozZs3a/PmzRGHyMrKiDJ2/Hk8I62OEBFyxlYi5Iw0QyJkjQQ5YyvanKYln5OTo8OHD4fWgUBAXq/3ht/Qo7Fjxyo3N1eSVFxcrPLy8qhCNDe3KRg0oromnjyekQoEWq2OYYqcsTWUOft7O+FIMvCYxpbdcrrdroiHY9PtmunTp+vgwYNqaWlRe3u7GhoaQvvvknTXXXeppaVFx48flyTt379fEydOHOCPAACIJdNJPjs7WxUVFSotLVVnZ6cWLVqkvLw8lZWVqby8XLm5ufrlL3+p9evXq729XTk5Ofr5z38+FNkBW+KGK4aSaclLks/nk8/nC/va1q1bQ7+eNGmSdu3aFdtkQJLhhivigVe8AkOIKR5DjZIHEgBTPOKFkgeGCFM8rEDJAxZjikc8UfIA4GCUPDAE+nvxExBPlDwAOBglD8QZN1xhJUoesAhbNRgKlDwQR0zxsBolD1iAKR5DhZIH4oQpHomAkgeGGFM8hhIlD8QBUzwSBSUPDCGmeAw1Sh4AHIySB2KMtzBAIqHkAcDBKHkghrjhikRDyQNDgK0aWIWSB2KEKR6JiJIH4owpHlai5IEYYIpHoqLkgThiiofVKHlgkJjikcgoeSBOmOKRCCh5YBCY4pHoKHkgDpjikSgoeQBwMEoeGCDeiAx2QMkDgINFVPJ1dXWaM2eOCgsLtX379j7Pe/vttzVzJlMMnI8brrCLYWYn+P1+VVVVaffu3UpNTdXixYs1depUjRs3Luy8ixcvasuWLXELCtgBWzVINKaTfGNjo/Lz85WZman09HQVFRWpvr6+x3nr16/Xk08+GZeQQCJhioedmE7yTU1N8ng8obXX69XRo0fDzvn1r3+tr3/965o0adKAQmRlZQzounjyeEZaHSEi5IytweSse2F+DJOYS4bHdCg5NadpyQeDQblcrtDaMIyw9cmTJ9XQ0KDXXntNFy5ciOo3v665uU3BoDGga+PB4xmpQKDV6himyBlbkeTsb4ofyp/RSY9pIrBbTrfbFfFwbLpdk5OTo0AgEFoHAgF5vd7Qur6+XoFAQAsXLtSKFSvU1NSkJUuWDCA+YF/sxSNRmZb89OnTdfDgQbW0tKi9vV0NDQ0qKCgIHS8vL9e+fftUW1ur6upqeb1e7dixI66hASuwFw87Mi357OxsVVRUqLS0VA888ICKi4uVl5ensrIyvffee0OREUhoTPFIZKZ78pLk8/nk8/nCvrZ169Ye540ePVr79zPtwHmY4mFXvOIVGASmeCQ6Sh4AHIySB0zwRmSwM0oeAByMkgf6wQ1X2B0lDwwAWzWwC0oe6ANTPJyAkgeixBQPO6HkgV4wxcMpKHkgCkzxsBtKHrgJUzychJIHIsQUDzui5AHAwSh54Aa8hQGchpIHAAej5IHP+H5Ya3UEIOYoecAEWzWwM0oeEE+bhHNR8kA/mOJhd5Q8kh5TPJyMkgf6wBQPJ6DkkdSY4uF0lDzQC6Z4OAUlj6TFFI9kQMkDN2GKh5NQ8khKTPFIFpQ8cAOmeDgNJY+kwxSPZELJA5+pe2G+1RGAmKPkkVSY4pFsIir5uro6zZkzR4WFhdq+fXuP42+99Zbmz5+vefPm6fHHH9elS5diHhSIJ/bi4VSmJe/3+1VVVaUdO3Zoz5492rlzp06dOhU63tbWpmeffVbV1dXau3evxo8fr5dffjmuoYGBYIpHMjIt+cbGRuXn5yszM1Pp6ekqKipSfX196HhnZ6cqKyuVnZ0tSRo/frzOnz8fv8TAAPRX8EzxcDLTkm9qapLH4wmtvV6v/H5/aH3rrbdq1qxZkqSOjg5VV1frW9/6VhyiAgCiNczshGAwKJfLFVobhhG2vq61tVVPPPGEJkyYoAULFkQVIisrI6rzh4LHM9LqCBEhp7n+Ptbv5mfU2OXxlOyTlZyxFW1O05LPycnR4cOHQ+tAICCv1xt2TlNTk5YvX678/HytXbs2qgCS1NzcpmDQiPq6ePF4RioQaLU6hilyDs6vnp4ZlitRc/bGLlnJGVvXc7rdroiHY9PtmunTp+vgwYNqaWlRe3u7GhoaVFBQEDre3d2txx57TLNnz9a6det6nfIBq3CzFcnOdJLPzs5WRUWFSktL1dnZqUWLFikvL09lZWUqLy/XhQsXdOzYMXV3d2vfvn2SpDvvvFMbNmyIe3igP9xsBSIoeUny+Xzy+XxhX9u6daskKTc3V8ePH499MgDAoPGKVzgSUzzwKUoejkPBA5+j5OEo3GgFwlHySBpM8UhGlDwcg20aoCdKHo5AwQO9o+Rhe+zDA32j5OFoTPFIdpQ8bI1tGqB/lDxsi4IHzFHysCX24YHIUPKwHbOCZ4oHPkfJw1YoeCA6lDxsg4IHokfJwxYoeGBgKHkkPAoeGDhKHgmNggcGh5JHwqLggcGj5JGQKHggNiL6jFdgqETyIicKHogckzwSBgUPxB6TPCwX6VsUUPBA9Ch5WCaa95+h4IGBYbsGlqDggaHBJI8hRbkDQ4uSx5CI9q2BKXggNih5xM1A3vOdcgdii5JHTA30wzwodyA+KHkM2mA/pYmCB+KHkkfUYvXRe5Q7EH+UPPoVj89SpdyBoRNRydfV1emVV15RV1eXHnnkET388MNhxz/44AOtW7dOV65c0d13362f/OQnGjaMvz/sYKg+EJtiB6xh2sR+v19VVVXavXu3UlNTtXjxYk2dOlXjxo0LnbN69Wo999xzmjx5stauXauamhotWbIkrsFPnbukE2c+1vgv36pxo26J+rqrHV06fuZjZWakKee2dB0/87GutHeq/VqXMtJTJUPq+KRLre2dMgxDhiGluF0KGobcLpc6u404/nTOcL3YPZ6RCgRaLU4DJCfTkm9sbFR+fr4yMzMlSUVFRaqvr9eTTz4pSTp37pw6Ojo0efJkSVJJSYleeumluJb8qXOX9N//87/q6g5qWIpbqx+6K6Kiv35dZ1fwhq/2LJ/Wq129Xh/8rNi7RcH3hYkdSCymJd/U1CSPxxNae71eHT16tM/jHo9Hfr8/qhBZWRlRnf/20fPq7g7KMKTu7qDONl/VtMmjI74OsVP3wvyIzvN4RsY5SWzYJadkn6zkjK1oc5qWfDAYlMvlCq0Nwwhbmx2PRHNzm4LByKfj0VnpSklxS91BpaS4NTorPaLtgOvXBbso+oHobUqP5HG3y3aNXXJK9slKzti6ntPtdkU8HJuWfE5Ojg4fPhxaBwIBeb3esOOBQCC0vnjxYtjxeBg36hatfuiuqPfkb7yOPfme2GoBnMe05KdPn66XX35ZLS0tGjFihBoaGvSzn/0sdHzUqFFKS0vTkSNHNGXKFNXW1qqgoCCuoaVPCzuaG67RXGe3v9UBoC+mbzWcnZ2tiooKlZaW6oEHHlBxcbHy8vJUVlam9957T5L0/PPPa9OmTbr//vt19epVlZaWxj04AMCcyzAMy/cdot2Tjze7TMjkjC275JTsk5WcsTWQPXk+NAQAHIySBwAHo+QBwMES4g1m3O7onlc/FBIxU2/IGVt2ySnZJys5Y8vtdkWVNSFuvAIA4oPtGgBwMEoeAByMkgcAB6PkAcDBKHkAcDBKHgAcjJIHAAej5AHAwSh5AHAwSv4zv/vd7zR//vzQf1OmTNFPf/pTq2P1qra2VnPnztXcuXO1ZcsWq+P0q7q6WkVFRfL5fHrllVesjhOmra1NxcXFOnv2rKRPP7Te5/OpsLBQVVVVFqcLd3NWSVqzZo12795tYaqebs65c+dOFRcXy+fz6cc//rGuXbtmccJP3Zxzx44dmjt3rubMmaMtW7YoUd4IoLc/d0l6/fXXtXTp0si+iYEeTp48acyaNctobm62OkoPV69eNe655x6jubnZ6OzsNBYtWmQcOHDA6li9OnDggFFcXGy0trYaXV1dxsqVK419+/ZZHcswDMP429/+ZhQXFxsTJ040PvroI6O9vd2YMWOGcebMGaOzs9NYtmyZ8fbbb1sd0zCMnlkvXLhgrFy50sjLyzPeeOMNq+OF3Jzz9OnTxqxZs4zW1lYjGAwaa9asMbZt22Z1zB45z5w5Y8yaNcu4cuWK0dXVZTz44IPGO++8Y3XMHjmv+/DDD4377rvP+M53vhPR92GS78Wzzz6riooK3XbbbVZH6aG7u1vBYFDt7e3q6upSV1eX0tLSrI7Vq2PHjunee+9VRkaGUlJSdN999+mtt96yOpYkqaamRpWVlaHPIz569KjGjh2rMWPGaNiwYfL5fKqvr7c45aduzlpXV6dvfvObmj17tsXJwt2cMzU1VZWVlcrIyJDL5dIdd9yh//znPxan7JlzzJgx+v3vf6/09HRdvnxZbW1t+tKXvmRxyp45JenatWt65plnVF5eHvH3SYh3oUwkjY2N6ujoSLj/ga7LyMjQqlWrNHv2bI0YMUL33HOPvvGNb1gdq1cTJ07Uxo0btXLlSo0YMUL79+9PmH8Gb9iwIWzd1NQkj8cTWnu9Xvn9/qGO1aubsz766KOSpCNHjlgRp0835xw1apRGjRolSWppadH27du1adMmK6KFuTmnJA0fPlw1NTXasmWL8vLyNGHCBAuShest5wsvvKCFCxdq9OjREX8fJvmb/Pa3v9X3vvc9q2P06fjx43rjjTf0pz/9Se+8847cbrdeffVVq2P1atq0aSopKdHSpUv16KOPasqUKRo+fLjVsXoVDAblcn3+9q2GYYStMXB+v1+PPPKIFi5cqKlTp1odp0/f/va39Ze//EW33367fvGLX1gdp4cDBw7o/PnzWrhwYVTXUfI3uHbtmv76179q5syZVkfp05///GdNmzZNWVlZSk1NVUlJiQ4dOmR1rF61tbWpsLBQdXV1+s1vfqPU1FSNGTPG6li9ysnJUSAQCK0DgUDYP5MxMP/4xz+0ePFiLViwQE888YTVcXp1/vz50L+Khg0bprlz5+rEiRMWp+rpzTff1Icffqj58+dr/fr1+vvf/66nnnrK9DpK/gYnTpzQV77yFaWnp1sdpU8TJkxQY2Ojrl69KsMwtH//fuXm5lodq1dnz57V448/rq6uLrW2tmrXrl0Juw02adIk/fOf/9S///1vdXd3680331RBQYHVsWytra1Ny5cv16pVq7Rs2TKr4/SptbVVq1ev1uXLl2UYhvbt26cpU6ZYHauHTZs26Q9/+INqa2v13HPP6c4779SLL75oeh178jf46KOPlJOTY3WMft177706duyYSkpKNHz4cOXm5mrFihVWx+rVhAkTVFhYqHnz5qm7u1vf/e53E/J/HklKS0vT5s2b9YMf/ECffPKJZsyYofvvv9/qWLa2a9cuXbx4Udu2bdO2bdskSTNnztSqVassThbujjvu0IoVK7R48WKlpKTo7rvvTugt22jxyVAA4GBs1wCAg1HyAOBglDwAOBglDwAORskDgINR8gDgYJQ8ADgYJQ8ADvb/c5BrvcO6u8EAAAAASUVORK5CYII=\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "x_ecdf, y_ecdf = ecdf(idata.posterior_predictive[\"y_1\"].data.flatten())\n", + "# Plot the ECDF\n", + "plt.plot(x_ecdf, y_ecdf, marker='.', linestyle='none');" + ] + }, + { + "cell_type": "markdown", + "id": "5a3a8b71", + "metadata": {}, + "source": [ + "The *prior* predictive check is now looking a lot better!\n", + "There is still the possibility of negative values, so that may still be an issue.\n", + "Additionally, if it were still generating data that are too large,\n", + "we could increase the exponent `lam`, among other things." + ] + }, + { + "cell_type": "markdown", + "id": "56211f00", + "metadata": {}, + "source": [ + "Now let's plot the posteriors of our two parameters, mean $\\mu$ and standard deviation $\\sigma$:" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "id": "dd75b0d0", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "with model:\n", + " az.plot_posterior(samples);" + ] + }, + { + "cell_type": "markdown", + "id": "d491f749", + "metadata": {}, + "source": [ + "We once again plot the traceplot, which plots our parameters as a function of iteration number, showing that our model has converged:" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "id": "56379dc3", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "az.plot_trace(samples, figsize=(10, 7));" + ] + }, + { + "cell_type": "markdown", + "id": "fc474cb4", + "metadata": {}, + "source": [ + "## Bayesian hypothesis testing" + ] + }, + { + "cell_type": "markdown", + "id": "948ed0f7", + "metadata": {}, + "source": [ + "After parameter estimation, a common scientific question involves hypothesis testing, so let's now see how Bayesian inference and probabilistic programming can be used for hypothesis testing." + ] + }, + { + "cell_type": "markdown", + "id": "9d6e2ff9", + "metadata": {}, + "source": [ + "### Bayesian hypothesis testing I: A/B tests on click through rates" + ] + }, + { + "cell_type": "markdown", + "id": "9d196ea7", + "metadata": {}, + "source": [ + "Assume we have a website and want to redesign the layout (*A*) and test whether the new layout (*B*) results in a higher click through rate. When people come to our website we randomly show them layout *A* or *B* and see how many people click through for each. First let's generate the data we need:" + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "id": "48fbc60e", + "metadata": {}, + "outputs": [], + "source": [ + "# click-through rates\n", + "p_a = 0.15\n", + "p_b = 0.20\n", + "N = 1000\n", + "n_successes_a = np.sum(np.random.uniform(size=N) <= p_a)\n", + "n_successes_b = np.sum(np.random.uniform(size=N) <= p_b)" + ] + }, + { + "cell_type": "markdown", + "id": "6c9b29a9", + "metadata": {}, + "source": [ + "Once again, we need to specify our models for $p_a$ and $p_b$. Each will be the same as the CTR example above\n", + "- Binomial likelihoods\n", + "- uniform priors on $p_a$ and $_p$.\n", + "\n", + "We also want to calculate the posterior of the difference $p_a-p_b$ and we do so using `pm.Deterministic()`, which specifies a deterministic random variable, i.e., one that is completely determined by the values it references, in the case $p_a$ & $p_b$.\n", + "\n", + "We'll now build the model:" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "id": "d7586afb", + "metadata": {}, + "outputs": [], + "source": [ + "with pm.Model() as model:\n", + " # Prior on p\n", + " prob_a = pm.Uniform('p_a')\n", + " prob_b = pm.Uniform('p_b')\n", + " # Binomial Likelihood\n", + " y_a = pm.Binomial('y_a', n=N, p=prob_a, observed=n_successes_a)\n", + " y_b = pm.Binomial('y_b', n=N, p=prob_b, observed=n_successes_b)\n", + " diff_clicks = pm.Deterministic('diff_clicks', prob_a-prob_b)" + ] + }, + { + "cell_type": "markdown", + "id": "73567f37", + "metadata": {}, + "source": [ + "Let's now plot our model graph:" + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "id": "71371207", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n" + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "gv = pm.model_graph.model_to_graphviz(model)\n", + "display_png(gv)" + ] + }, + { + "cell_type": "markdown", + "id": "15d03a4c", + "metadata": {}, + "source": [ + "Sample from the posterior and plot them:" + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "id": "2ab14734", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Auto-assigning NUTS sampler...\n", + "Initializing NUTS using jitter+adapt_diag...\n", + "/Users/hba/opt/anaconda3/envs/generative-thinking/lib/python3.9/site-packages/pymc/aesaraf.py:996: UserWarning: The parameter 'updates' of aesara.function() expects an OrderedDict, got . Using a standard dictionary here results in non-deterministic behavior. You should use an OrderedDict if you are using Python 2.7 (collections.OrderedDict for older python), or use a list of (shared, update) pairs. Do not just convert your dictionary to this type before the call as the conversion will still be non-deterministic.\n", + " aesara_function = aesara.function(\n", + "Multiprocess sampling (4 chains in 4 jobs)\n", + "NUTS: [p_a, p_b]\n" + ] + }, + { + "data": { + "text/html": [ + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "\n", + "
\n", + " \n", + " 100.00% [12000/12000 00:01<00:00 Sampling 4 chains, 0 divergences]\n", + "
\n", + " " + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Sampling 4 chains for 1_000 tune and 2_000 draw iterations (4_000 + 8_000 draws total) took 12 seconds.\n" + ] + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "with model:\n", + " samples = pm.sample(2000, return_inferencedata=True)\n", + " az.plot_posterior(samples, kind='hist');" + ] + }, + { + "cell_type": "markdown", + "id": "542ed198", + "metadata": {}, + "source": [ + "We once again plot the traceplot, which plots our parameters as a function of iteration number, showing that our model has converged:" + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "id": "27e6ca8c", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "az.plot_trace(samples, figsize=(10, 7));" + ] + }, + { + "cell_type": "markdown", + "id": "7caec48f", + "metadata": {}, + "source": [ + "Note that, for the sake of brevity, we did not perform our predictive checks, but this is something that the excited reader can do, in this case, and for those below!" + ] + }, + { + "cell_type": "markdown", + "id": "a978c507", + "metadata": {}, + "source": [ + "### Bayesian hypothesis testing II -- beak lengths difference between species" + ] + }, + { + "cell_type": "markdown", + "id": "d0a3ded7", + "metadata": {}, + "source": [ + "In the following, we seek to determine whether the mean beak length of the Galapagos finches differs between species. For the mean of each species, we use the same model as in previous section:\n", + "\n", + "- Gaussian likelihood;\n", + "- Normal prior for the means;\n", + "- Uniform prior for the variances.\n", + "\n", + "We also calculate the difference between the means and, the _effect size_, which is the difference between the means divided by the pooled standard deviations = $\\sqrt{(\\sigma_1^2+\\sigma_2^2)/2}$. \n", + "\n", + "We then sample from the posteriors and plot them!" + ] + }, + { + "cell_type": "code", + "execution_count": 38, + "id": "4f203140", + "metadata": {}, + "outputs": [], + "source": [ + "with pm.Model() as model:\n", + " # Priors for means and variances\n", + " mu_1 = pm.Normal('mu_1', mu=10, sigma=5)\n", + " sigma_1 = pm.Uniform('sigma_1', 0, 10)\n", + " mu_2 = pm.Normal('mu_2', mu=10, sigma=5)\n", + " sigma_2 = pm.Uniform('sigma_2', 0, 10)\n", + " # Gaussian Likelihoods\n", + " y_1 = pm.Normal('y_1', mu=mu_1, sigma=sigma_1, observed=df_fortis['blength'])\n", + " y_2 = pm.Normal('y_2', mu=mu_2, sigma=sigma_2, observed=df_scandens['blength'])\n", + " # Calculate the effect size and its uncertainty.\n", + " diff_means = pm.Deterministic('diff_means', mu_1 - mu_2)\n", + " pooled_sd = pm.Deterministic('pooled_sd', \n", + " np.sqrt(np.power(sigma_1, 2) + \n", + " np.power(sigma_2, 2)) / 2)\n", + " effect_size = pm.Deterministic('effect_size', \n", + " diff_means / pooled_sd)" + ] + }, + { + "cell_type": "markdown", + "id": "76093759", + "metadata": {}, + "source": [ + "Let's now plot our model graph:" + ] + }, + { + "cell_type": "code", + "execution_count": 39, + "id": "7873fff5", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n" + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "gv = pm.model_graph.model_to_graphviz(model)\n", + "display_png(gv)" + ] + }, + { + "cell_type": "code", + "execution_count": 40, + "id": "1c654961", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Auto-assigning NUTS sampler...\n", + "Initializing NUTS using jitter+adapt_diag...\n", + "/Users/hba/opt/anaconda3/envs/generative-thinking/lib/python3.9/site-packages/pymc/aesaraf.py:996: UserWarning: The parameter 'updates' of aesara.function() expects an OrderedDict, got . Using a standard dictionary here results in non-deterministic behavior. You should use an OrderedDict if you are using Python 2.7 (collections.OrderedDict for older python), or use a list of (shared, update) pairs. Do not just convert your dictionary to this type before the call as the conversion will still be non-deterministic.\n", + " aesara_function = aesara.function(\n", + "Multiprocess sampling (4 chains in 4 jobs)\n", + "NUTS: [mu_1, sigma_1, mu_2, sigma_2]\n" + ] + }, + { + "data": { + "text/html": [ + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "\n", + "
\n", + " \n", + " 100.00% [12000/12000 00:02<00:00 Sampling 4 chains, 0 divergences]\n", + "
\n", + " " + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Sampling 4 chains for 1_000 tune and 2_000 draw iterations (4_000 + 8_000 draws total) took 12 seconds.\n" + ] + } + ], + "source": [ + "with model:\n", + " samples = pm.sample(2000, return_inferencedata=True)" + ] + }, + { + "cell_type": "code", + "execution_count": 41, + "id": "448e8086", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "az.plot_posterior(samples, \n", + " var_names=['mu_1', 'mu_2', 'diff_means', 'effect_size'], kind='hist');" + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "id": "33587c5d", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "az.plot_trace(samples, figsize=(10, 7));" + ] + }, + { + "cell_type": "markdown", + "id": "2cf42b75", + "metadata": {}, + "source": [ + "## Bayesian regression\n", + "\n", + "In the above, we have seen how to use the Bayesian workflow and probabilistic programming for both parameter estimation and comparison between groups. To now round out our first few Bayesian modeling tools, let's see how to use the Bayesian workflow and probabilistic programming for linear regression!" + ] + }, + { + "cell_type": "markdown", + "id": "363de6d7", + "metadata": {}, + "source": [ + "To this end, let's first generate some bivariate data, consisting of a linear relationship and a noise/error term:" + ] + }, + { + "cell_type": "code", + "execution_count": 43, + "id": "105c9787", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAX8AAAD7CAYAAACCEpQdAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/YYfK9AAAACXBIWXMAAAsTAAALEwEAmpwYAAAazElEQVR4nO3df0zT+f0H8OcHi+AG2U326VoIMztCchfchIzLzt2tTDOBtnRujckUJ7eYyzjj6sY2HAJXgr+OM0S+EcF/ZrZkukx2d0Igpc7MO3OOS/SIk7hxF5eJd9KKhWMeRcuV9vP9Q+lET6DQ9tNPP8/HP/h52/bzfknz7Mf3+9P3W5AkSQIREalKktwdICKi2GP4ExGpEMOfiEiFGP5ERCrE8CciUiGGPxGRCjH8iYhUSLOQBx09ehS9vb0AgKKiIuzevRt79uxBf38/VqxYAQD4+c9/jg0bNmBwcBB1dXWYnJxEYWEhGhsbodFo4HK5UF1djbGxMXz9619Hc3MzvvjFLy64o+PjkwgG4/srCRkZaRgb88rdjahgbcrE2pRrqfUlJQn48pefnLHzhn9fXx8uXLiA06dPQxAEvPzyyzh79iyuXr2KEydOQKvVznp8dXU19u/fj/z8fNTW1qKjowPl5eVobGxEeXk5zGYz2tra0N7ejurq6gUXEgxKcR/+ABTRx8VibcrE2pQrmvXNO+wjiiJqamqwfPlyJCcnIycnBy6XCy6XC7W1tbBYLDhy5AiCwSCGh4fh8/mQn58PALBarXA6nfD7/bh06RJKSkpmtRMRkTzmvfLPzc0N/XloaAi9vb04efIkLl68iIaGBqSnp6OyshJvvPEGcnNzIYpi6PGiKGJkZATj4+NIS0uDRqOZ1R6OjIy0sB4vF1FMl7sLUcPalIm1KVc061vQmD8AXLt2DZWVldi9ezeefvpptLW1hf5u27Zt6OzsRE5ODgRBCLVLkgRBEEI/H/bo8XzGxrxx/188UUyHxzMhdzeigrUpE2tTrqXWl5QkzHnRvKC7ffr7+/HTn/4Uv/71r/GjH/0IH374Ic6cORP6e0mSoNFooNPp4PF4Qu2jo6PQarVYuXIlJiYmEAgEAAAej+exuQIiIoqdecPf7XZj586daG5uhtlsBnA/7A8ePIg7d+7A7/fj1KlT2LBhA7KyspCSkoL+/n4AQFdXFwwGA5KTk1FYWAiHwwEA6OzshMFgiGJZRETK9tZbb8FoXI+CgmdhNK6Hw9Ed0dcX5lvSef/+/XjzzTfxta99LdS2efNmBINBnDx5EtPT0yguLsZvfvMbAMAHH3yA+vp6eL1e5OXl4bXXXsPy5csxPDyMmpoajI2NQa/X4/Dhw/jSl7604I5y2EderE2ZWJsyORzd2LfPjnv37oXaUlNTYbfvg8lkWdBrzDfsM2/4xwuGv7xYmzKxNmUyGtfD7XY91q7XZ6K399yCXiMiY/5ERBQ7t265w2pfDIY/EVGc0en0YbUvBsOfiCjO2GxVoaVzZqSmpsJmq4rYORj+REQycTi6P/eOHpPJgkOHDkGvz4QgCNDrM8Oa7F2IBX/Ji4iIIsfh6Mbeva/C5/MBANxuF/bufRXA/fC3Wq347nc3RO38vPInIpJBa2tLKPhn+Hw+tLa2xOT8DH8iIhnE4o6euTD8iYhkEIs7eubC8CcikoHNVoXU1NRZbZG+o2cunPAlIpLBzJ07ra0tuHXLDZ1OD5utKqJ39MyF4U9EJBOTyRKzsH8Uh32IiFSI4U9EpEIMfyIiFWL4ExGpEMOfiEiFGP5ERCrE8CciUiGGPxGRCjH8iShqnrRePcmP3/AloqiYb716khev/IkoKuRer57mxvAnoqiQe716mhvDn4iiQu716mluDH8iigq516unuXHCl4iiQu716mluDH8iiprFrlfvcHTzQyPKGP5EFFd4i2hscMyfiOIKbxGNDYY/EcUV3iIaGwx/IoorvEU0Nhj+RBRXeItobCwo/I8ePQqz2Qyz2YxDhw4BAPr6+mCxWFBcXIyWlv+NxQ0ODsJqtaKkpAR1dXWYnp4GALhcLmzduhWlpaXYsWMHJicno1AOESmdyWSB3b4Pen0mBEGAXp8Ju30fJ3sjbN7w7+vrw4ULF3D69Gl0dnbin//8J3p6elBbW4v29nY4HA5cvXoV58+fBwBUV1fDbrfjzJkzkCQJHR0dAIDGxkaUl5fD6XRi9erVaG9vj25lRKRYJpMFvb3ncPnyIHp7zzH4o2De8BdFETU1NVi+fDmSk5ORk5ODoaEhrFq1CtnZ2dBoNLBYLHA6nRgeHobP50N+fj4AwGq1wul0wu/349KlSygpKZnVTkRE8pg3/HNzc0NhPjQ0hN7eXgiCAFEUQ4/RarUYGRnB7du3Z7WLooiRkRGMj48jLS0NGo1mVjsREcljwV/yunbtGiorK7F7924sW7YMQ0NDob+TJAmCICAYDEIQhMfaZ34+7NHj+WRkpIX1eLmIYrrcXYga1qZMrE25olnfgsK/v78fu3btQm1tLcxmMy5evAiPxxP6e4/HA61WC51ON6t9dHQUWq0WK1euxMTEBAKBAJYtWxZ6fDjGxrwIBqWwnhNropgOj2dC7m5EBWtTJtamXEutLylJmPOied5hH7fbjZ07d6K5uRlmsxkAsGbNGly/fh03btxAIBBAT08PDAYDsrKykJKSgv7+fgBAV1cXDAYDkpOTUVhYCIfDAQDo7OyEwWBYdFFERLQ08175Hz9+HFNTU2hqagq1bd68GU1NTbDZbJiamkJRURFKS0sBAM3Nzaivr4fX60VeXh4qKioAAA0NDaipqcGxY8eg1+tx+PDhKJVERETzESRJiu+xlAc47CMv1qZMrE25ZB/2ISKixMPwJyJSIYY/EZEKMfyJiFSI4U9EpEIMfyIiFWL4ExGpEMOfiOBwdMNoXI+CgmdhNK6Hw9Etd5coyha8sBsRJSaHoxt7974a2jTd7XZh795XAYDr6CcwXvkTqVxra0so+Gf4fD60trY84RmUCBj+RCp365Y7rHZKDAx/IpXT6fRhtS8U5xHiG8OfSOVstiqkpqbOaktNTYXNVrXo15yZR3C7XZAkKTSPwA+A+MHwJ1I5k8kCu30f9PpMCIIAvT4Tdvu+JU32ch4h/vFuHyKCyWSJ6J09nEeIf7zyJ6KIi9Y8AkUOw5+IIi4a8wgUWRz2IaKImxlCam1twa1bbuh0ethsVfzSWBxh+BNRVER6HoEii8M+REQqxPAnIlIhhj8RkQox/ImIVIjhT0SkQgx/IiIVYvgTEakQw5+ISIUY/kREKsTwJyJSIYY/EZEKMfyJiFSI4U9EpEIMfyIiFVpQ+Hu9XpSVleHmzZsAgD179qC4uBgbN27Exo0bcfbsWQDA4OAgrFYrSkpKUFdXh+npaQCAy+XC1q1bUVpaih07dmBycjJK5RDFjsPRDaNxPQoKnoXRuJ6bk5OizBv+V65cwZYtWzA0NBRqu3r1Kk6cOIGuri50dXVhw4YNAIDq6mrY7XacOXMGkiSho6MDANDY2Ijy8nI4nU6sXr0a7e3t0amGKEYcjm7s3fsq3G4XJEmC2+3C3r2vRvwDgB8wFC3zhn9HRwcaGhqg1WoBAPfu3YPL5UJtbS0sFguOHDmCYDCI4eFh+Hw+5OfnAwCsViucTif8fj8uXbqEkpKSWe1EStba2gKfzzerzefzobW1JWLniNUHDKnTvDt5HThwYNbx6Ogonn/+eTQ0NCA9PR2VlZV44403kJubC1EUQ48TRREjIyMYHx9HWloaNBrNrPZwZWSkhf0cOYhiutxdiBrW9j+3brmf2B6pf6e2tv/73A+Ytrb/w0svlS/4dfh7U65o1hf2No7Z2dloa2sLHW/btg2dnZ3IycmBIAihdkmSIAhC6OfDHj1eiLExL4JBKeznxZIopsPjmZC7G1HB2mbT6fRwu12f2x6pfyeX6/HXn2lf6Dn4e1OupdaXlCTMedEc9t0+H374Ic6cORM6liQJGo0GOp0OHo8n1D46OgqtVouVK1diYmICgUAAAODxeEJDSERKZbNVITU1dVZbamoqbLaqiJ1Dp9OH1U4UjrDDX5IkHDx4EHfu3IHf78epU6ewYcMGZGVlISUlBf39/QCArq4uGAwGJCcno7CwEA6HAwDQ2dkJg8EQ2SqIYsxkssBu3we9PhOCIECvz4Tdvi+iG5bH4gOG1CvsYZ9nnnkGP/vZz7BlyxZMT0+juLgYZWVlAIDm5mbU19fD6/UiLy8PFRUVAICGhgbU1NTg2LFj0Ov1OHz4cGSrIJKByWSJaNh/3usD9yeXb91yQ6fTw2ariuo5ST0ESZLieyD9AY75y4u1KRNrU664G/MnIiLlY/gTEakQw5+ISIUY/kREKsTwJyJSIYY/EZEKMfyJHsJVNEktwv6SF1GimllFc2YxtZlVNAHwi1WUcHjlT/RALJZpJooXDH+iB+Zappko0TD8iR7gKpqkJgx/oge4iiapCSd8iR7gKpqkJgx/oodEe5lmonjBYR8iIhVi+BMRqRDDn4hIhRj+REQqxPAnIlIhhj8RkQox/ImIVIjhT0SkQgx/IiIVYvgTEakQw5+ISIUY/kQy4ZaRJCcu7EYkA24ZSXLjlT+RDLhlJMmN4U8kA24ZSXJj+BPJgFtGktwY/kQy4JaRJDdO+BLJgFtGktwWdOXv9XpRVlaGmzdvAgD6+vpgsVhQXFyMlpb/TVANDg7CarWipKQEdXV1mJ6eBgC4XC5s3boVpaWl2LFjByYnJ6NQCpGymEwW9Paew+XLg+jtPcfgp5iaN/yvXLmCLVu2YGhoCMD9OxJqa2vR3t4Oh8OBq1ev4vz58wCA6upq2O12nDlzBpIkoaOjAwDQ2NiI8vJyOJ1OrF69Gu3t7dGriIiI5jVv+Hd0dKChoQFarRYAMDAwgFWrViE7OxsajQYWiwVOpxPDw8Pw+XzIz88HAFitVjidTvj9fly6dAklJSWz2omISD7zjvkfOHBg1vHt27chimLoWKvVYmRk5LF2URQxMjKC8fFxpKWlQaPRzGonIiL5hD3hGwwGIQhC6FiSJAiC8MT2mZ8Pe/R4ITIy0sJ+jhxEMV3uLkQNa1Mm1qZc0awv7PDX6XTweDyhY4/HA61W+1j76OgotFotVq5ciYmJCQQCASxbtiz0+HCNjXkRDEphPy+WRDEdHs+E3N2ICtamTKxNuZZaX1KSMOdFc9j3+a9ZswbXr1/HjRs3EAgE0NPTA4PBgKysLKSkpKC/vx8A0NXVBYPBgOTkZBQWFsLhcAAAOjs7YTAYFlkOKR0XMyOKD2Ff+aekpKCpqQk2mw1TU1MoKipCaWkpAKC5uRn19fXwer3Iy8tDRUUFAKChoQE1NTU4duwY9Ho9Dh8+HNkqSBG4mBlR/BAkSYrvsZQHOOwjr0jUZjSuh9vteqxdr89Eb++5Jb32UvD3pkyJXBsQh8M+RIvFxcyI4gfDn2KGi5kRxQ+GP8UMFzMjih9c2I1ihouZEcUPhj/FlMlkYdgTxQEO+xARqRDDn4hIhRj+REQqxPAnIlIhhj8RkQox/ImIVIjhT0SkQgx/iitc8pkoNhj+KhZvQTuz5LPb7YIkSaEln+XuF1EiYvirVDwGbWtrS2it/xk+nw+trS0y9YgocTH8VSoeg5ZLPhPFDsNfpeIxaLnkM1HsMPxVKh6Dlks+E8UOw1+l4jFoTSYL7PZ90OszIQgC9PpM2O37uAooURRwSWeVite19bnkM1FsMPxVjEFLpF4c9iEiUiGGPxGRCjH8iYhUiOFPRKRCDH8iIhVi+BMRqRDDn4hIhRj+REQqxPAnIlIhhj8RkQox/ImIVGhJa/ts27YNn3zyCTSa+y+zd+9eTE5O4rXXXsPU1BSMRiOqqu6vEjk4OIi6ujpMTk6isLAQjY2NoedRfHA4uuNuoTciio5Fp68kSRgaGsLbb78dCnGfz4fS0lL88Y9/hF6vR2VlJc6fP4+ioiJUV1dj//79yM/PR21tLTo6OlBeXh6xQmhpZrZ1nNnda2ZbRwD8ACBKQIse9vnPf/4DANi+fTt+8IMf4MSJExgYGMCqVauQnZ0NjUYDi8UCp9OJ4eFh+Hw+5OfnAwCsViucTmdECqDIiMdtHYkoehYd/p9++inWrl2LtrY2/OEPf8Cf//xnuFwuiKIYeoxWq8XIyAhu3749q10URYyMjCyt5xRR8bitIxFFz6KHfQoKClBQUBA63rRpE44cOYJvfetboTZJkiAIAoLBIARBeKw9HBkZaYvtakyJYros533rrbfQ1NQEl8uFzMxM1NTUwGq1Lvj5mZmZGB4e/tz2mZrkqi0WWJsyJXJtQHTrW3T4v//++/D7/Vi7di2A+4GelZUFj8cTeozH44FWq4VOp5vVPjo6Cq1WG9b5xsa8CAalxXY3JkQxHR7PRMzP++h4/fDwMKqrqzEx4VvweP3Onb+c9RrA/W0dd+78JTyeCdlqW6xwJq+VVls4WJtyLbW+pCRhzovmRQ/7TExM4NChQ5iamoLX68Xp06fxq1/9CtevX8eNGzcQCATQ09MDg8GArKwspKSkoL+/HwDQ1dUFg8Gw2FPTIyIxXp9I++fOfBi63S5IkhSavHY4uuXuGlHcWPSV/7p163DlyhX88Ic/RDAYRHl5OQoKCtDU1ASbzYapqSkUFRWhtLQUANDc3Iz6+np4vV7k5eWhoqIiYkWoXaTG6xNlW8e5PgwToT6iSBAkSYrvsZQHOOzzZEbjerjdrsfa9fpM9Paei8g5lPRf7IKCZ/F5b2tBEHD58uBj7UqqLVysTbnidtiH4ofNVoXU1NRZbampqbDZqmTq0eI5HN0wGtejoOBZGI3rFzVUo9Ppw2onUiOGfwJ4dLz+qaeeQkpKKurqdi86QOUQqbH6RPowJIoWhn+CMJks6O09hwMHDsHn8+HOnf8qbrIzUl80S6TJa6Jo4eI6CUbJk52R/KJZokxeE0ULr/wTjJK/qcuxeqLYYfgnGCUHKMfqiWKH4Z9glBygHKsnih2O+SeYmaBU6rr8HKsnig2GfwJigBLRfDjsQ0SkQgx/IiIVYvgTEakQw5+ISIUY/kREKsTwJyJSIYY/EZEKMfyJiFSI4U9EpEIMfyIiFWL4ExGpEMOfiEiFGP5xIhIblxMRLRRX9YwDMxuXz2y/OLPvLgCuzklEUcEr/zgQqY3LiYgWiuEfB5S87y4RKRPDPw4oed9dIlImhn8cUPK+u0SkTJzwjQNK33eXiJSH4R8nuO8uEcVSwg778L55IqInS8grf943T0Q0t4S88ud980REc0vI8Od980REc4tp+Hd3d8NkMqG4uBgnT56M2nl43zwR0dxiFv4jIyNoaWnBn/70J3R2duLUqVP497//HZVz8b55IqK5xSz8+/r68Pzzz+Opp57CF77wBZSUlMDpdEblXCaTBXb7Puj1mRAEAXp9Juz2fZzsJSJ6IGZ3+9y+fRuiKIaOtVotBgYGFvz8jIy0sM730kvleOml8rCeEwmimB7zc8YKa1Mm1qZc0awvZuEfDAYhCELoWJKkWcfzGRvzIhiUotG1iBHFdHg8E3J3IypYmzKxNuVaan1JScKcF80xG/bR6XTweDyhY4/HA61WG6vTExHRQ2IW/t/5znfw3nvv4ZNPPsG9e/fw17/+FQaDIVanJyKih8Rs2OerX/0qqqqqUFFRAb/fj02bNuGb3/xmrE5PREQPienyDhaLBRbL4u64SUpa+PyAnJTSz8VgbcrE2pRrKfXN91xBkqT4nkUlIqKIS8jlHYiIaG4MfyIiFWL4ExGpEMOfiEiFGP5ERCrE8CciUiGGPxGRCjH8iYhUiOFPRKRCDP8IiNX2lLFy9OhRmM1mmM1mHDp0CMD9zXgsFguKi4vR0tIicw+X7vXXX0dNTQ2AxKnt3LlzsFqtMBqN2L9/P4DEqQ0Aurq6Qu/L119/HYDy6/N6vSgrK8PNmzcBPLmewcFBWK1WlJSUoK6uDtPT00s/uURLcuvWLWndunXS+Pi4NDk5KVksFunatWtyd2vR/v73v0s//vGPpampKemzzz6TKioqpO7ubqmoqEj66KOPJL/fL23fvl1655135O7qovX19Unf/va3pd/+9rfSvXv3EqK2jz76SHrxxRclt9stffbZZ9KWLVukd955JyFqkyRJunv3rvTcc89JY2Njkt/vlzZt2iT97W9/U3R9//jHP6SysjIpLy9P+vjjj+d8L5rNZuny5cuSJEnSnj17pJMnTy75/LzyX6JYbk8ZC6IooqamBsuXL0dycjJycnIwNDSEVatWITs7GxqNBhaLRbE1/ve//0VLSwteeeUVAMDAwEBC1Hb27FmYTCbodDokJyejpaUFK1asSIjaACAQCCAYDOLevXuYnp7G9PQ00tLSFF1fR0cHGhoaQvuaPOm9ODw8DJ/Ph/z8fACA1WqNSJ0xXdUzES11e8p4k5ubG/rz0NAQent78ZOf/OSxGkdGRuTo3pLZ7XZUVVXB7XYD+PzfnxJru3HjBpKTk/HKK6/A7Xbje9/7HnJzcxOiNgBIS0vDL37xCxiNRqxYsQLPPfec4n93Bw4cmHX8pHoebRdFMSJ18sp/iZa6PWW8unbtGrZv347du3cjOzs7IWr8y1/+Ar1ej7Vr14baEuX3FwgE8N577+HgwYM4deoUBgYG8PHHHydEbQDwwQcf4M0338Tbb7+Nd999F0lJSRgaGkqY+oAnvxej9R7llf8S6XQ6vP/++6HjRNiesr+/H7t27UJtbS3MZjMuXryYEFtwOhwOeDwebNy4EXfu3MHdu3cxPDyMZcuWhR6j1Nq+8pWvYO3atVi5ciUA4Pvf/z6cTmdC1AYAFy5cwNq1a5GRkQHg/tDH8ePHE6Y+4Mlb3T7aPjo6GpE6eeW/RIm2PaXb7cbOnTvR3NwMs9kMAFizZg2uX7+OGzduIBAIoKenR5E1/v73v0dPTw+6urqwa9curF+/Hr/73e8SorZ169bhwoUL+PTTTxEIBPDuu++itLQ0IWoDgGeeeQZ9fX24e/cuJEnCuXPnEuZ9OeNJ9WRlZSElJQX9/f0A7t/1FIk6eeW/RIm2PeXx48cxNTWFpqamUNvmzZvR1NQEm82GqakpFBUVobS0VMZeRk5KSkpC1LZmzRq8/PLLKC8vh9/vxwsvvIAtW7bg6aefVnxtAPDiiy/iX//6F6xWK5KTk/GNb3wDNpsNL7zwQkLUB8z9XmxubkZ9fT28Xi/y8vJQUVGx5PNxJy8iIhXisA8RkQox/ImIVIjhT0SkQgx/IiIVYvgTEakQw5+ISIUY/kREKsTwJyJSof8HLa84YJDrJPEAAAAASUVORK5CYII=\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "np.random.seed(42)\n", + "(m, b) = (25, 0.5)\n", + "x = 100 * np.random.random(20)\n", + "y = m * x + b\n", + "\n", + "# add scatter to points\n", + "x = np.random.normal(x, 10)\n", + "y = np.random.normal(y, 10)\n", + "\n", + "plt.plot(x, y, 'ok');\n" + ] + }, + { + "cell_type": "markdown", + "id": "4aac9b33", + "metadata": {}, + "source": [ + "Now recall that our Bayesian model building steps are\n", + "1. To completely specify the model in terms of _probability distributions_. This includes specifying \n", + " - what the form of the sampling distribution of the data is _and_ \n", + " - what form describes our _uncertainty_ in the unknown parameters.\n", + "2. Calculate the _posterior distribution_.\n", + "\n", + "The sampling distribution of the data is given by $y = mx + b + \\sigma$, where $m$ is the gradient, $b$ the $y$-intercept, and $\\sigma$ the error/noise term. These are the unknown parameters, which we need to describe our _uncertatinty_ around using priors and we choose:\n", + "\n", + "- Gaussian priors for $m$ and $b$,\n", + "- A Half-Cauchy prior for $\\sigma$ (this is a distribution that has desirable properties for us, but isn't worth getting into the details of)" + ] + }, + { + "cell_type": "code", + "execution_count": 44, + "id": "f6ca7b99", + "metadata": {}, + "outputs": [], + "source": [ + "with pm.Model() as model:\n", + " # Define priors\n", + " sigma = pm.HalfCauchy(\"sigma\", beta=10)\n", + " b = pm.Normal(\"b\", 0, sigma=20)\n", + " m = pm.Normal(\"m\", 0, sigma=20)\n", + "\n", + " # Define likelihood\n", + " likelihood = pm.Normal(\"y\", mu=b + m * x, sigma=sigma, observed=y)" + ] + }, + { + "cell_type": "markdown", + "id": "1a4efaac", + "metadata": {}, + "source": [ + "Let's now plot our model graph:" + ] + }, + { + "cell_type": "code", + "execution_count": 45, + "id": "8fb3db23", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n" + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "gv = pm.model_graph.model_to_graphviz(model)\n", + "display_png(gv)" + ] + }, + { + "cell_type": "code", + "execution_count": 46, + "id": "0d0cc3da", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Auto-assigning NUTS sampler...\n", + "Initializing NUTS using jitter+adapt_diag...\n", + "/Users/hba/opt/anaconda3/envs/generative-thinking/lib/python3.9/site-packages/pymc/aesaraf.py:996: UserWarning: The parameter 'updates' of aesara.function() expects an OrderedDict, got . Using a standard dictionary here results in non-deterministic behavior. You should use an OrderedDict if you are using Python 2.7 (collections.OrderedDict for older python), or use a list of (shared, update) pairs. Do not just convert your dictionary to this type before the call as the conversion will still be non-deterministic.\n", + " aesara_function = aesara.function(\n", + "Multiprocess sampling (4 chains in 4 jobs)\n", + "NUTS: [sigma, b, m]\n" + ] + }, + { + "data": { + "text/html": [ + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "\n", + "
\n", + " \n", + " 100.00% [12000/12000 00:02<00:00 Sampling 4 chains, 0 divergences]\n", + "
\n", + " " + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Sampling 4 chains for 1_000 tune and 2_000 draw iterations (4_000 + 8_000 draws total) took 12 seconds.\n" + ] + } + ], + "source": [ + "with model:\n", + " samples = pm.sample(2000, return_inferencedata=True)\n" + ] + }, + { + "cell_type": "markdown", + "id": "bfb4fd47", + "metadata": {}, + "source": [ + "Let's now plot the traceplot, which plots our parameters as a function of iteration number and here shows that our model has converged in a desirable way:" + ] + }, + { + "cell_type": "code", + "execution_count": 47, + "id": "c0db7050", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "az.plot_trace(samples, figsize=(10, 7));" + ] + }, + { + "cell_type": "markdown", + "id": "c2810fff", + "metadata": {}, + "source": [ + "## Wrapping up" + ] + }, + { + "cell_type": "markdown", + "id": "c18fb363", + "metadata": {}, + "source": [ + "In this notebook, we've introduced the fundamentals of the principled Bayesian workflow and demonstrated its utility in answering the common scientific questions of parameter estimation and hypothesis testing. We've done so for two different types of data, the first an example of data from A/B testing, the second a dataset from basic research of Galapagos finch beak measurements. We also introduced Bayesian linear regression." + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.12" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/notebooks/SciPy-2022/02-Student-PPL-first-steps.ipynb b/notebooks/SciPy-2022/02-Student-PPL-first-steps.ipynb new file mode 100644 index 0000000..8fe8428 --- /dev/null +++ b/notebooks/SciPy-2022/02-Student-PPL-first-steps.ipynb @@ -0,0 +1,1361 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "e7455101", + "metadata": {}, + "source": [ + "# Parameter estimation and hypothesis testing" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "3fe95357", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING (aesara.tensor.blas): Using NumPy C-API based implementation for BLAS functions.\n" + ] + } + ], + "source": [ + "#Import packages\n", + "import numpy as np\n", + "import pandas as pd\n", + "import seaborn as sns\n", + "import matplotlib.pyplot as plt\n", + "import pymc as pm\n", + "from ipywidgets import interact\n", + "import arviz as az\n", + "%matplotlib inline\n", + "sns.set()" + ] + }, + { + "cell_type": "markdown", + "id": "c4986782", + "metadata": {}, + "source": [ + "## Learning Objectives of Part 2" + ] + }, + { + "cell_type": "markdown", + "id": "2bceb679", + "metadata": {}, + "source": [ + "1. Understand what priors, likelihoods and posteriors are;\n", + "2. Use random sampling for parameter estimation to appreciate the relationship between sample size & the posterior distribution, along with the effect of the prior;\n", + "3. Use probabilistic programming for parameter estimation;\n", + "4. Use probabilistic programming for hypothesis testing." + ] + }, + { + "cell_type": "markdown", + "id": "0b36a7b7", + "metadata": {}, + "source": [ + "## 1. From Bayes Theorem to Bayesian Inference" + ] + }, + { + "cell_type": "markdown", + "id": "74bc9b18", + "metadata": {}, + "source": [ + "Let's say that we flip a biased coin several times and we want to estimate the probability of heads from the number of heads we saw. Statistical intuition tells us that our best estimate of $p(heads)=$ number of heads divided by total number of flips.\n", + "\n", + "However, \n", + "\n", + "1. It doesn't tell us how certain we can be of that estimate and\n", + "2. This type of intuition doesn't extend to even slightly more complex examples.\n", + "\n", + "Bayesian inference helps us here. We can calculate the probability of a particular $p=p(H)$ given data $D$ by setting $A$ in Bayes Theorem equal to $p$ and $B$ equal to $D$." + ] + }, + { + "cell_type": "markdown", + "id": "ba3a94e6", + "metadata": {}, + "source": [ + "\n", + "$$P(p|D) = \\frac{P(D|p)P(p)}{P(D)} $$\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "id": "fefaf145", + "metadata": {}, + "source": [ + "In this equation, we call $P(p)$ the prior (distribution), $P(D|p)$ the likelihood and $P(p|D)$ the posterior (distribution). The intuition behind the nomenclature is as follows: the prior is the distribution containing our knowledge about $p$ prior to the introduction of the data $D$ & the posterior is the distribution containing our knowledge about $p$ after considering the data $D$." + ] + }, + { + "cell_type": "markdown", + "id": "23ef0379", + "metadata": {}, + "source": [ + "**Note** that we're _overloading_ the term _probability_ here. In fact, we have 3 distinct usages of the word:\n", + "- The probability $p$ of seeing a head when flipping a coin;\n", + "- The resulting binomial probability distribution $P(D|p)$ of seeing the data $D$, given $p$;\n", + "- The prior & posterior probability distributions of $p$, encoding our _uncertainty_ about the value of $p$." + ] + }, + { + "cell_type": "markdown", + "id": "b2bc8b36", + "metadata": {}, + "source": [ + "**Key concept:** We only need to know the posterior distribution $P(p|D)$ up to multiplication by a constant at the moment: this is because we really only care about the values of $P(p|D)$ relative to each other – for example, what is the most likely value of $p$? To answer such questions, we only need to know what $P(p|D)$ is proportional to, as a function of $p$. Thus we don’t currently need to worry about the term $P(D)$. In fact,\n", + "\n", + "$$P(p|D) \\propto P(D|p)P(p) $$\n", + "\n", + "**Note:** What is the prior? Really, what do we know about $p$ before we see any data? Well, as it is a probability, we know that $0\\leq p \\leq1$. If we haven’t flipped any coins yet, we don’t know much else: so it seems logical that all values of $p$ within this interval are equally likely, i.e., $P(p)=1$, for $0\\leq p \\leq1$. This is known as an uninformative prior because it contains little information (there are other uninformative priors we may use in this situation, such as the Jeffreys prior, to be discussed later). People who like to hate on Bayesian inference tend to claim that the need to choose a prior makes Bayesian methods somewhat arbitrary, but as we’ll now see, if you have enough data, the likelihood dominates over the prior and the latter doesn’t matter so much." + ] + }, + { + "cell_type": "markdown", + "id": "70e4473f", + "metadata": {}, + "source": [ + "\n", + "**Essential remark:** we get the whole distribution of $P(p|D)$, not merely a point estimate plus errors bars, such as [95% confidence intervals](http://andrewgelman.com/2018/07/04/4th-july-lets-declare-independence-95/).\n" + ] + }, + { + "cell_type": "markdown", + "id": "a50058d7", + "metadata": {}, + "source": [ + "## 2. Bayesian parameter estimation I: flip those coins" + ] + }, + { + "cell_type": "markdown", + "id": "71043234", + "metadata": {}, + "source": [ + "Now let's generate some coin flips and try to estimate $p(H)$. Two notes:\n", + "- given data $D$ consisting of $n$ coin tosses & $k$ heads, the likelihood function is given by $L:=P(D|p) \\propto p^k(1-p)^{n-k}$;\n", + "- given a uniform prior, the posterior is proportional to the likelihood." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "773686af", + "metadata": {}, + "outputs": [], + "source": [ + "def plot_posterior(p=0.6, N=0):\n", + " \"\"\"Plot the posterior given a uniform prior; Bernoulli trials\n", + " with probability p; sample size N\"\"\"\n", + " rng = np.random.default_rng(42)\n", + " # Flip coins \n", + " n_successes = rng.binomial(N, p)\n", + " # X-axis for PDF\n", + " x = np.linspace(0, 1, 100)\n", + " # Prior\n", + " prior = 1\n", + " # Compute posterior, given the likelihood (analytic form)\n", + " posterior = x**n_successes*(1-x)**(N-n_successes)*prior\n", + " posterior /= np.max(posterior) # so that peak always at 1\n", + " plt.plot(x, posterior)\n", + " plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "96d8f89c", + "metadata": {}, + "outputs": [], + "source": [ + "___" + ] + }, + { + "cell_type": "markdown", + "id": "cf55623b", + "metadata": {}, + "source": [ + "* Now use the great ipywidget interact to check out the posterior as you generate more and more data (you can also vary $p$):" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "7781ed6d", + "metadata": {}, + "outputs": [], + "source": [ + "___" + ] + }, + { + "cell_type": "markdown", + "id": "24503e17", + "metadata": {}, + "source": [ + "**Notes for discussion:**\n", + "\n", + "* as you generate more and more data, your posterior gets narrower, i.e. you get more and more certain of your estimate.\n", + "* you need more data to be certain of your estimate when $p=0.5$, as opposed to when $p=0$ or $p=1$. " + ] + }, + { + "cell_type": "markdown", + "id": "fd3da81b", + "metadata": {}, + "source": [ + "### The choice of the prior" + ] + }, + { + "cell_type": "markdown", + "id": "26eac036", + "metadata": {}, + "source": [ + "You may have noticed that we needed to choose a prior and that, in the small to medium data limit, this choice can affect the posterior. We'll briefly introduce several types of priors and then you'll use one of them for the example above to see the effect of the prior:\n", + "\n", + "- **Informative priors** express specific, definite information about a variable, for example, if we got a coin from the mint, we may use an informative prior with a peak at $p=0.5$ and small variance. \n", + "- **Weakly informative priors** express partial information about a variable, such as a peak at $p=0.5$ (if we have no reason to believe the coin is biased), with a larger variance.\n", + "- **Uninformative priors** express no information about a variable, except what we know for sure, such as knowing that $0\\leq p \\leq1$.\n", + "\n", + "Now you may think that the _uniform distribution_ is uninformative, however, what if I am thinking about this question in terms of the probability $p$ and Eric Ma is thinking about it in terms of the _odds ratio_ $r=\\frac{p}{1-p}$? Eric rightly feels that he has no prior knowledge as to what this $r$ is and thus chooses the uniform prior on $r$.\n", + "\n", + "With a bit of algebra (transformation of variables), we can show that choosing the uniform prior on $p$ amounts to choosing a decidedly non-uniform prior on $r$ and vice versa. So Eric and I have actually chosen different priors, using the same philosophy. How do we avoid this happening? Enter the **Jeffreys prior**, which is an uninformative prior that solves this problem. You can read more about the Jeffreys prior [here](https://en.wikipedia.org/wiki/Jeffreys_prior) & in your favourite Bayesian text book (Sivia gives a nice treatment). \n", + "\n", + "In the binomial (coin flip) case, the Jeffreys prior is given by $P(p) = \\frac{1}{\\sqrt{p(1-p)}}$.\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "id": "b4b704b9", + "metadata": {}, + "source": [ + "#### Hands-on" + ] + }, + { + "cell_type": "markdown", + "id": "f2d4d581", + "metadata": {}, + "source": [ + "* Create an interactive plot like the one above, except that it has two posteriors on it: one for the uniform prior, another for the Jeffries prior." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "d733a309", + "metadata": {}, + "outputs": [], + "source": [ + "# Solution\n", + "___" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "f361cd76", + "metadata": {}, + "outputs": [], + "source": [ + "___" + ] + }, + { + "cell_type": "markdown", + "id": "3a638a78", + "metadata": {}, + "source": [ + "**Question:** What happens to the posteriors as you generate more and more data?" + ] + }, + { + "cell_type": "markdown", + "id": "584d0c7f", + "metadata": {}, + "source": [ + "# The Bayesian Workflow OR A Taste of Probabilistic Programming" + ] + }, + { + "cell_type": "markdown", + "id": "746c0e43", + "metadata": {}, + "source": [ + "## Bayesian parameter estimation using PyMC" + ] + }, + { + "cell_type": "markdown", + "id": "9646506f", + "metadata": {}, + "source": [ + "Now it's time to generalize our new skills and build on them by learning the basics of probabilistic programming using PyMC. To this end, let's recap the general workflow. \n", + "\n", + "In the basics of Bayesian model building, the steps are\n", + "1. To completely specify the model in terms of _probability distributions_. This includes specifying \n", + " - what the form of the sampling distribution of the data is _and_ \n", + " - what form describes our _uncertainty_ in the unknown parameters.\n", + "2. Calculate the _posterior distribution_.\n", + "\n", + "In the coin flipping example, the form of the sampling distribution of the data was Binomial (described by the likelihood) and the uncertainty around the unknown parameter $p$ captured by the prior (we used both the uniform and the Jeffreys priors)." + ] + }, + { + "cell_type": "markdown", + "id": "0219c936", + "metadata": {}, + "source": [ + "Now it is time to do the same using the **probabilistic programming language** PyMC. There's _loads of cool stuff_ about PyMC and this paradigm, two of which are\n", + "- _probabililty distributions_ are first class citizens, in that we can assign them to variables and use them intuitively to mirror how we think about priors, likelihoods & posteriors.\n", + "- PyMC calculates the posterior for us!\n", + "\n", + "Under the hood, PyMC will compute the posterior using a sampling based approach called Markov Chain Monte Carlo (MCMC) or Variational Inference. Check the [PyMC docs](https://docs.pymc.io/) for more on these. \n", + "\n", + "But now, it's time to bust out some MCMC and get sampling!" + ] + }, + { + "cell_type": "markdown", + "id": "7e61261a", + "metadata": {}, + "source": [ + "### Parameter estimation I: click-through rate" + ] + }, + { + "cell_type": "markdown", + "id": "f4bbcbe9", + "metadata": {}, + "source": [ + "A common experiment in tech data science is to test a product change and see how it affects a metric that you're interested in. Say that I don't think enough people are clicking a button on my website & I hypothesize that it's because the button is a similar color to the background of the page. Then I can set up two pages and send some people to each: the first the original page, the second a page that is identical, except that it has a button that is of higher contrast and see if more people click through. This is commonly referred to as an A/B test and the metric of interest is click-through rate (CTR), what proportion of people click through. Before even looking at two rates, let's use PyMC to estimate one.\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "id": "0c65a818", + "metadata": {}, + "source": [ + "First lets generate click-through data, given a CTR $p_a=0.15$." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "80856865", + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np\n", + "import pandas as pd\n", + "import seaborn as sns\n", + "import matplotlib.pyplot as plt\n", + "import pymc as pm\n", + "import arviz as az\n", + "from IPython.display import display_png\n", + "\n", + "%matplotlib inline\n", + "sns.set()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "63addb01", + "metadata": {}, + "outputs": [], + "source": [ + "def ecdf(data):\n", + " \"\"\"Compute ECDF for a one-dimensional array of measurements.\"\"\"\n", + " # Number of data points\n", + " n = len(data)\n", + "\n", + " # x-data for the ECDF\n", + " x = np.sort(data)\n", + "\n", + " # y-data for the ECDF\n", + " y = np.arange(1, n+1) / n\n", + "\n", + " return x, y" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "ed207995", + "metadata": {}, + "outputs": [], + "source": [ + "# click-through rates\n", + "rng = np.random.default_rng(42)\n", + "p_a = 0.15\n", + "N = 150\n", + "n_successes_a = ___" + ] + }, + { + "cell_type": "markdown", + "id": "ab440e3f", + "metadata": {}, + "source": [ + "Now it's time to build our probability model. Noticing that our model of having a constant CTR resulting in click or not is a biased coin flip,\n", + "- the sampling distribution is binomial and we need to encode this in the likelihood;\n", + "- there is a single parameter $p$ that we need to describe the uncertainty around, using a prior and we'll use a uniform prior for this.\n", + "\n", + "These are the ingredients for the model so let's now build it:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "c9b8ec89", + "metadata": {}, + "outputs": [], + "source": [ + "# Build model of p_a\n", + "with pm.Model() as model:\n", + " # Prior on p\n", + " prob = ___\n", + " # Binomial Likelihood\n", + " y = ___\n" + ] + }, + { + "cell_type": "markdown", + "id": "4572d1e8", + "metadata": {}, + "source": [ + "Now that we've done the hard work of building our model, \n", + "let's visualize the model graph using `graphviz`.\n", + "In our case, the graph will look simple\n", + "because our model doesn't have too many moving parts.\n", + "That said, being able to see the model graph is awesome\n", + "and will introduce you with a tool\n", + "that will help visualizing more complex models in the future." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "eea5ba3e", + "metadata": {}, + "outputs": [], + "source": [ + "gv = pm.model_graph.model_to_graphviz(model)\n", + "display_png(gv)" + ] + }, + { + "cell_type": "markdown", + "id": "83dbcf30", + "metadata": {}, + "source": [ + "It's now time to sample from the posterior using PyMC. You'll also then plot the posterior:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "74eb5aeb", + "metadata": {}, + "outputs": [], + "source": [ + "with model:\n", + " samples = ___\n", + " # We're also sampling the prior/posterior predictives,\n", + " # which we'll introduce and explain below\n", + " idata = pm.sample_prior_predictive(model=model)\n", + " idata.extend(pm.sample(progressbar=False))\n", + " idata.extend(pm.sample_posterior_predictive(idata, progressbar=False))\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "dd7c758c", + "metadata": {}, + "outputs": [], + "source": [ + "# Posterior samples of $p$, the click-through rate, having seen the data.\n", + "with model:\n", + " ___;" + ] + }, + { + "cell_type": "markdown", + "id": "f9624a26", + "metadata": {}, + "source": [ + "#### Predictive checks and traceplots" + ] + }, + { + "cell_type": "markdown", + "id": "d19bbfb7", + "metadata": {}, + "source": [ + "Let's now introduce 3 diagnostic tools, which will come in handy when building models:\n", + "\n", + "- prior predictive check,\n", + "- posterior predictive check, and\n", + "- traceplots." + ] + }, + { + "cell_type": "markdown", + "id": "cff36d2d", + "metadata": {}, + "source": [ + "**Prior predictive checks** essentially generate samples of the data\n", + "based on your specified priors without looking at the actual data.\n", + "They help you check whether your priors are sensible distributions,\n", + "or if they have the potential to generate wildly unreasonable data.\n", + "Let's plot the prior predictive check ECDF for our model above:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "5c0357ab", + "metadata": {}, + "outputs": [], + "source": [ + "# Prior predictive samples for observed data.\n", + "# Generate x & y data for ECDF\n", + "x_ecdf, y_ecdf = ecdf(idata.prior_predictive[\"y\"].data.flatten())\n", + "# Plot the ECDF\n", + "plt.plot(x_ecdf, y_ecdf, marker='.', linestyle='none');\n", + "plt.xlabel(\"Number of Clicks\")\n", + "plt.ylabel(\"Cumulative Fraction\");" + ] + }, + { + "cell_type": "markdown", + "id": "963191fa", + "metadata": {}, + "source": [ + "Now, we have to ask the question: Does this prior predictive check look sensible?\n", + "This question is both qualitative and quantitative.\n", + "Qualitatively, it looks extremely similar to a uniform distribution's CDF.\n", + "Quantitatively, its lower bound $0$ and upper bound $150$ are what we expect.\n", + "We know that we are sampling the number of click throughs\n", + "out of a total number of 150 website landings\n", + "so this prior distribution looks pretty good!\n", + "\n", + "Counterfactually, we would be concerned if there negative values _or_ values over $150$,\n", + "as they would violate what we assume about our data-generating processes.\n", + "In the next example, we'll see how red flags in our prior predictive check\n", + "can lead us to alter our priors." + ] + }, + { + "cell_type": "markdown", + "id": "c38e389e", + "metadata": {}, + "source": [ + "The *posterior* predictive check samples our posterior distribution of data so we would expect it to look something like our actual data. Let's check it out, in this example:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "83645f69", + "metadata": {}, + "outputs": [], + "source": [ + "# Generate x & y data for ECDF\n", + "x_ecdf, y_ecdf = ecdf(idata.posterior_predictive[\"y\"].data.flatten())\n", + "# Plot the ECDF\n", + "plt.plot(x_ecdf, y_ecdf, marker='.', linestyle='none', color=\"black\")\n", + "plt.axvline(x=n_successes_a, color=\"black\");" + ] + }, + { + "cell_type": "markdown", + "id": "bc4b87fe", + "metadata": {}, + "source": [ + "Notice that this looks somewhat Gaussian, centered around 21. Now our data is a single number, the number of clicks, so we would expect it to be around $21\\pm5$. Let's see what it is:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "d66bdb8a", + "metadata": {}, + "outputs": [], + "source": [ + "n_successes_a" + ] + }, + { + "cell_type": "markdown", + "id": "f00be7ba", + "metadata": {}, + "source": [ + "This looks good." + ] + }, + { + "cell_type": "markdown", + "id": "8dc42a22", + "metadata": {}, + "source": [ + "Finally, let's now plot the *traceplot*, which plots our parameters as a function of iteration number and tells us about whether our sampling has converged. Essentially we want to make sure that the sampling procedure doesn't \"shoot off\" in any weird way, such as in the following:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "2a4dd318", + "metadata": {}, + "outputs": [], + "source": [ + "from IPython.display import Image\n", + "Image(\"../../images/badchains.png\")" + ] + }, + { + "cell_type": "markdown", + "id": "8eecb2f3", + "metadata": {}, + "source": [ + "What we really want to see is a traceplot that doesn't exhibit drift but diffusion,\n", + "that is, noise around a certain value.\n", + "There are ways to frame this in terms of autocorrelation but,\n", + "for the time being, the most important way to think about it is\n", + "you want to see a traceplot that looks something like a \"hairy caterpillar\",\n", + "which we do on the right in this case\n", + "(on the left we have the samples of our distribution):" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "64ce306e", + "metadata": {}, + "outputs": [], + "source": [ + "___;" + ] + }, + { + "cell_type": "markdown", + "id": "f6b48633", + "metadata": {}, + "source": [ + "### HANDS ON: Parameter estimation II -- the mean of a population" + ] + }, + { + "cell_type": "markdown", + "id": "dd16208f", + "metadata": {}, + "source": [ + "We'll now calculate the posterior mean beak depth of Galapagos finches in a given species. First let's load the data and subset it with respect to species:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "cf6096ff", + "metadata": {}, + "outputs": [], + "source": [ + "# Import and view head of data\n", + "df_12 = pd.read_csv('../../data/finch_beaks_2012.csv')\n", + "df_fortis = df_12.loc[df_12['species'] == 'fortis']\n", + "df_scandens = df_12.loc[df_12['species'] == 'scandens']" + ] + }, + { + "cell_type": "markdown", + "id": "f2dbb86f", + "metadata": {}, + "source": [ + "To specify the full probability model, we need\n", + "- a likelihood function for the data &\n", + "- priors for all unknowns.\n", + "\n", + "What is the likelihood here? Let's plot the measurements below and see that they look approximately normal so we'll use a normal likelihood $y_i\\sim \\mathcal{N}(\\mu, \\sigma^2)$. The unknowns here are the mean $\\mu$ and standard deviation $\\sigma$ and we'll use weakly informative priors on both\n", + "\n", + "- a normal prior for $\\mu$ with mean $10$ and standard deviation $5$;\n", + "- a lognormal prior for $\\sigma$ with $\\mu = 0$ and $\\sigma = 10$.\n", + "\n", + "There are biological reasons for these priors \n", + "(**NOTE: not really now, with the lognormal prior? \n", + "Need to explain what the biological reasons are otherwise**)\n", + "also but we can also test that the posteriors are relatively robust to the choice of prior here due to the amount of data." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "7bd6418a", + "metadata": {}, + "outputs": [], + "source": [ + "sns.distplot(df_fortis['blength']);" + ] + }, + { + "cell_type": "markdown", + "id": "4cb457c3", + "metadata": {}, + "source": [ + "Let's now build our model:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "938d005e", + "metadata": {}, + "outputs": [], + "source": [ + "with pm.Model() as model:\n", + " # Prior for mean & standard deviation\n", + " mu_1 = ___\n", + " sigma_1 = ___\n", + " # Gaussian Likelihood\n", + " y_1 = ___" + ] + }, + { + "cell_type": "markdown", + "id": "054341f3", + "metadata": {}, + "source": [ + "Once again, we can also visualize our model graph:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "2567c4a7", + "metadata": {}, + "outputs": [], + "source": [ + "gv = ___\n", + "display_png(gv)" + ] + }, + { + "cell_type": "markdown", + "id": "4ed81947", + "metadata": {}, + "source": [ + "We now press our inference button and sample from the posterior:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "f82870f6", + "metadata": {}, + "outputs": [], + "source": [ + "with model:\n", + " samples = ___\n", + " idata = pm.sample_prior_predictive(model=model)\n", + " idata.extend(pm.sample(progressbar=False))\n", + " idata.extend(pm.sample_posterior_predictive(idata, progressbar=False))\n" + ] + }, + { + "cell_type": "markdown", + "id": "40e504c7", + "metadata": {}, + "source": [ + "Let's now plot our *prior predictive check*, data, and *posterior predictive check*:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "3e5aea38", + "metadata": {}, + "outputs": [], + "source": [ + "x_ecdf, y_ecdf = ___\n", + "# Plot the ECDF\n", + "plt.plot(x_ecdf, y_ecdf, marker='.', linestyle='none');" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "ddaaad4a", + "metadata": {}, + "outputs": [], + "source": [ + "x_ecdf, y_ecdf = ecdf(df_fortis['blength'].values)\n", + "# Plot the ECDF\n", + "plt.plot(x_ecdf, y_ecdf, marker='.', linestyle='none');" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "57810a26", + "metadata": {}, + "outputs": [], + "source": [ + "xp_ecdf, yp_ecdf = ___\n", + "# Plot the ECDF\n", + "plt.plot(x_ecdf, y_ecdf, marker='.', linestyle='none');\n", + "plt.plot(xp_ecdf, yp_ecdf, marker='.', linestyle='none');" + ] + }, + { + "cell_type": "markdown", + "id": "f639af30", + "metadata": {}, + "source": [ + "Although the *posterior predictive check* passes the eyeball test (when comapring with the data), the *prior predictive check* does not! Looking at the x-axis on it, we see that we end up with values orders of magnitude larger than what a beak length could possibly be!\n", + "\n", + "This means that our priors aren't quite right yet.\n", + "Looking at them, we can see that having a Lognormal prior for our variance\n", + "means that we could end up with some pretty large values\n", + "so let's try a prior that drops off more quickly (we say it has a _shorter tail_).\n", + "We'll try an Exponential prior here as we know that these have shorter tails.\n", + "We don't expect the learner to be aware of this\n", + "but we hope to help build your intuition around this here\n", + "and in the following case stories!" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "1d0f53af", + "metadata": {}, + "outputs": [], + "source": [ + "with pm.Model() as model:\n", + " # Prior for mean & standard deviation\n", + " mu_1 = ___\n", + " sigma_1 = ___\n", + " # Gaussian Likelihood\n", + " y_1 = pm.Normal('y_1', mu=mu_1, sigma=sigma_1, \n", + " observed=df_fortis['blength'])" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "aaf69dcd-103e-49ec-8da3-a347f67558f7", + "metadata": {}, + "outputs": [], + "source": [ + "gv = ___\n", + "___" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "674b9658", + "metadata": {}, + "outputs": [], + "source": [ + "with model:\n", + " samples = ___\n", + " idata = pm.sample_prior_predictive(model=model)\n", + " idata.extend(pm.sample(progressbar=False))\n", + " idata.extend(pm.sample_posterior_predictive(idata, \n", + " progressbar=False))\n" + ] + }, + { + "cell_type": "markdown", + "id": "0ff586df", + "metadata": {}, + "source": [ + "Let's now plot our *prior* and *posterior* predictive checks:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "548e8391", + "metadata": {}, + "outputs": [], + "source": [ + "x_ecdf, y_ecdf = ecdf(idata.prior_predictive[\"y_1\"].data.flatten())\n", + "# Plot the ECDF\n", + "plt.plot(x_ecdf, y_ecdf, marker='.', linestyle='none');" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "c61cb4d1", + "metadata": {}, + "outputs": [], + "source": [ + "x_ecdf, y_ecdf = ecdf(idata.posterior_predictive[\"y_1\"].data.flatten())\n", + "# Plot the ECDF\n", + "plt.plot(x_ecdf, y_ecdf, marker='.', linestyle='none');" + ] + }, + { + "cell_type": "markdown", + "id": "5a3a8b71", + "metadata": {}, + "source": [ + "The *prior* predictive check is now looking a lot better!\n", + "There is still the possibility of negative values, so that may still be an issue.\n", + "Additionally, if it were still generating data that are too large,\n", + "we could increase the exponent `lam`, among other things." + ] + }, + { + "cell_type": "markdown", + "id": "56211f00", + "metadata": {}, + "source": [ + "Now let's plot the posteriors of our two parameters, mean $\\mu$ and standard deviation $\\sigma$:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "dd75b0d0", + "metadata": {}, + "outputs": [], + "source": [ + "with model:\n", + " ___;" + ] + }, + { + "cell_type": "markdown", + "id": "d491f749", + "metadata": {}, + "source": [ + "We once again plot the traceplot, which plots our parameters as a function of iteration number, showing that our model has converged:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "56379dc3", + "metadata": {}, + "outputs": [], + "source": [ + "___;" + ] + }, + { + "cell_type": "markdown", + "id": "fc474cb4", + "metadata": {}, + "source": [ + "## Bayesian hypothesis testing" + ] + }, + { + "cell_type": "markdown", + "id": "948ed0f7", + "metadata": {}, + "source": [ + "After parameter estimation, a common scientific question involves hypothesis testing, so let's now see how Bayesian inference and probabilistic programming can be used for hypothesis testing." + ] + }, + { + "cell_type": "markdown", + "id": "9d6e2ff9", + "metadata": {}, + "source": [ + "### Bayesian hypothesis testing I: A/B tests on click through rates" + ] + }, + { + "cell_type": "markdown", + "id": "9d196ea7", + "metadata": {}, + "source": [ + "Assume we have a website and want to redesign the layout (*A*) and test whether the new layout (*B*) results in a higher click through rate. When people come to our website we randomly show them layout *A* or *B* and see how many people click through for each. First let's generate the data we need:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "48fbc60e", + "metadata": {}, + "outputs": [], + "source": [ + "# click-through rates\n", + "p_a = 0.15\n", + "p_b = 0.20\n", + "N = 1000\n", + "n_successes_a = np.sum(np.random.uniform(size=N) <= p_a)\n", + "n_successes_b = np.sum(np.random.uniform(size=N) <= p_b)" + ] + }, + { + "cell_type": "markdown", + "id": "6c9b29a9", + "metadata": {}, + "source": [ + "Once again, we need to specify our models for $p_a$ and $p_b$. Each will be the same as the CTR example above\n", + "- Binomial likelihoods\n", + "- uniform priors on $p_a$ and $_p$.\n", + "\n", + "We also want to calculate the posterior of the difference $p_a-p_b$ and we do so using `pm.Deterministic()`, which specifies a deterministic random variable, i.e., one that is completely determined by the values it references, in the case $p_a$ & $p_b$.\n", + "\n", + "We'll now build the model:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "d7586afb", + "metadata": {}, + "outputs": [], + "source": [ + "with pm.Model() as model:\n", + " # Prior on p\n", + " prob_a = pm.Uniform('p_a')\n", + " prob_b = pm.Uniform('p_b')\n", + " # Binomial Likelihood\n", + " y_a = pm.Binomial('y_a', n=N, p=prob_a, observed=n_successes_a)\n", + " y_b = pm.Binomial('y_b', n=N, p=prob_b, observed=n_successes_b)\n", + " diff_clicks = pm.Deterministic('diff_clicks', prob_a-prob_b)" + ] + }, + { + "cell_type": "markdown", + "id": "73567f37", + "metadata": {}, + "source": [ + "Let's now plot our model graph:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "71371207", + "metadata": {}, + "outputs": [], + "source": [ + "gv = pm.model_graph.model_to_graphviz(model)\n", + "display_png(gv)" + ] + }, + { + "cell_type": "markdown", + "id": "15d03a4c", + "metadata": {}, + "source": [ + "Sample from the posterior and plot them:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "2ab14734", + "metadata": {}, + "outputs": [], + "source": [ + "with model:\n", + " samples = pm.sample(2000, return_inferencedata=True)\n", + " az.plot_posterior(samples, kind='hist');" + ] + }, + { + "cell_type": "markdown", + "id": "542ed198", + "metadata": {}, + "source": [ + "We once again plot the traceplot, which plots our parameters as a function of iteration number, showing that our model has converged:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "27e6ca8c", + "metadata": {}, + "outputs": [], + "source": [ + "az.plot_trace(samples, figsize=(10, 7));" + ] + }, + { + "cell_type": "markdown", + "id": "7caec48f", + "metadata": {}, + "source": [ + "Note that, for the sake of brevity, we did not perform our predictive checks, but this is something that the excited learner can do, in this case, and for those below!" + ] + }, + { + "cell_type": "markdown", + "id": "a978c507", + "metadata": {}, + "source": [ + "### HANDS ON: Bayesian hypothesis testing II -- beak lengths difference between species" + ] + }, + { + "cell_type": "markdown", + "id": "d0a3ded7", + "metadata": {}, + "source": [ + "In the following, we seek to determine whether the mean beak length of the Galapagos finches differs between species. For the mean of each species, we use the same model as in previous section:\n", + "\n", + "- Gaussian likelihood;\n", + "- Normal prior for the means;\n", + "- Uniform prior for the variances.\n", + "\n", + "We also calculate the difference between the means and, the _effect size_, which is the difference between the means divided by the pooled standard deviations = $\\sqrt{(\\sigma_1^2+\\sigma_2^2)/2}$. \n", + "\n", + "We then sample from the posteriors and plot them!" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "4f203140", + "metadata": {}, + "outputs": [], + "source": [ + "with pm.Model() as model:\n", + " # Priors for means and variances\n", + " mu_1 = ___\n", + " sigma_1 = ___\n", + " mu_2 = ___\n", + " sigma_2 = ___\n", + " # Gaussian Likelihoods\n", + " y_1 = ___\n", + " y_2 = ___\n", + " # Calculate the effect size and its uncertainty.\n", + " diff_means = pm.Deterministic('diff_means', mu_1 - mu_2)\n", + " pooled_sd = pm.Deterministic('pooled_sd', \n", + " np.sqrt(np.power(sigma_1, 2) + \n", + " np.power(sigma_2, 2)) / 2)\n", + " effect_size = pm.Deterministic('effect_size', \n", + " diff_means / pooled_sd)" + ] + }, + { + "cell_type": "markdown", + "id": "76093759", + "metadata": {}, + "source": [ + "Let's now plot our model graph:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "7873fff5", + "metadata": {}, + "outputs": [], + "source": [ + "gv = pm.model_graph.model_to_graphviz(model)\n", + "display_png(gv)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "1c654961", + "metadata": {}, + "outputs": [], + "source": [ + "with model:\n", + " samples = ___" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "448e8086", + "metadata": {}, + "outputs": [], + "source": [ + "az.plot_posterior(samples, \n", + " var_names=['mu_1', 'mu_2', 'diff_means', 'effect_size'], kind='hist');" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "33587c5d", + "metadata": {}, + "outputs": [], + "source": [ + "az.plot_trace(samples, figsize=(10, 7));" + ] + }, + { + "cell_type": "markdown", + "id": "2cf42b75", + "metadata": {}, + "source": [ + "## Bayesian regression\n", + "\n", + "In the above, we have seen how to use the Bayesian workflow and probabilistic programming for both parameter estimation and comparison between groups. To now round out our first few Bayesian modeling tools, let's see how to use the Bayesian workflow and probabilistic programming for linear regression!" + ] + }, + { + "cell_type": "markdown", + "id": "363de6d7", + "metadata": {}, + "source": [ + "To this end, let's first generate some bivariate data, consisting of a linear relationship and a noise/error term:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "105c9787", + "metadata": {}, + "outputs": [], + "source": [ + "np.random.seed(42)\n", + "(m, b) = (25, 0.5)\n", + "x = 100 * np.random.random(20)\n", + "y = m * x + b\n", + "\n", + "# add scatter to points\n", + "x = np.random.normal(x, 10)\n", + "y = np.random.normal(y, 10)\n", + "\n", + "plt.plot(x, y, 'ok');\n" + ] + }, + { + "cell_type": "markdown", + "id": "4aac9b33", + "metadata": {}, + "source": [ + "Now recall that our Bayesian model building steps are\n", + "1. To completely specify the model in terms of _probability distributions_. This includes specifying \n", + " - what the form of the sampling distribution of the data is _and_ \n", + " - what form describes our _uncertainty_ in the unknown parameters.\n", + "2. Calculate the _posterior distribution_.\n", + "\n", + "The sampling distribution of the data is given by $y = mx + b + \\sigma$, where $m$ is the gradient, $b$ the $y$-intercept, and $\\sigma$ the error/noise term. These are the unknown parameters, which we need to describe our _uncertatinty_ around using priors and we choose:\n", + "\n", + "- Gaussian priors for $m$ and $b$,\n", + "- A Half-Cauchy prior for $\\sigma$ (this is a distribution that has desirable properties for us, but isn't worth getting into the details of)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "f6ca7b99", + "metadata": {}, + "outputs": [], + "source": [ + "with pm.Model() as model:\n", + " # Define priors\n", + " sigma = pm.HalfCauchy(\"sigma\", beta=10)\n", + " b = pm.Normal(\"b\", 0, sigma=20)\n", + " m = pm.Normal(\"m\", 0, sigma=20)\n", + "\n", + " # Define likelihood\n", + " likelihood = pm.Normal(\"y\", mu=b + m * x, sigma=sigma, observed=y)" + ] + }, + { + "cell_type": "markdown", + "id": "1a4efaac", + "metadata": {}, + "source": [ + "Let's now plot our model graph:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "8fb3db23", + "metadata": {}, + "outputs": [], + "source": [ + "gv = pm.model_graph.model_to_graphviz(model)\n", + "display_png(gv)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "0d0cc3da", + "metadata": {}, + "outputs": [], + "source": [ + "with model:\n", + " samples = pm.sample(2000, return_inferencedata=True)\n" + ] + }, + { + "cell_type": "markdown", + "id": "bfb4fd47", + "metadata": {}, + "source": [ + "Let's now plot the traceplot, which plots our parameters as a function of iteration number and here shows that our model has converged in a desirable way:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "c0db7050", + "metadata": {}, + "outputs": [], + "source": [ + "az.plot_trace(samples, figsize=(10, 7));" + ] + }, + { + "cell_type": "markdown", + "id": "c2810fff", + "metadata": {}, + "source": [ + "## Wrapping up" + ] + }, + { + "cell_type": "markdown", + "id": "c18fb363", + "metadata": {}, + "source": [ + "In this notebook, we've introduced the fundamentals of the principled Bayesian workflow and demonstrated its utility in answering the common scientific questions of parameter estimation and hypothesis testing. We've done so for two different types of data, the first an example of data from A/B testing, the second a dataset from basic research of Galapagos finch beak measurements. We also introduced Bayesian linear regression." + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.5" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/notebooks/SciPy-2022/Untitled.ipynb b/notebooks/SciPy-2022/Untitled.ipynb new file mode 100644 index 0000000..4d89d3b --- /dev/null +++ b/notebooks/SciPy-2022/Untitled.ipynb @@ -0,0 +1,65 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "id": "d4082f80-a5f2-4f51-98ae-42b7e3949f89", + "metadata": {}, + "outputs": [], + "source": [ + "import nbformat\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "6b2c6b19-dc33-47a7-ba62-0d6ca5e6362b", + "metadata": {}, + "outputs": [], + "source": [ + "# Reading the notebooks\n", + "first_notebook = nbformat.read('02-Instructor-Parameter_estimation_hypothesis_testing.ipynb', 4)\n", + "second_notebook = nbformat.read('03-Instructor-PPL-first-steps.ipynb', 4)\n", + "\n", + "# Creating a new notebook\n", + "final_notebook = nbformat.v4.new_notebook(metadata=first_notebook.metadata)\n", + "\n", + "# Concatenating the notebooks\n", + "final_notebook.cells = first_notebook.cells + second_notebook.cells\n", + "\n", + "# Saving the new notebook \n", + "nbformat.write(final_notebook, 'final_notebook.ipynb')" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "803fc9af-4a3a-4acc-9b9c-b657f85c44a9", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.12" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/notebooks/SciPy-2022/data.py b/notebooks/SciPy-2022/data.py new file mode 100644 index 0000000..e19c03c --- /dev/null +++ b/notebooks/SciPy-2022/data.py @@ -0,0 +1,74 @@ +import pandas as pd +from sklearn.preprocessing import LabelEncoder +import janitor as jn +import numpy as np + + +def load_finches_2012(): + path = '../data/finch_beaks_2012.csv' + return load_finches(path) + + +def load_finches_1975(): + path = '../data/finch_beaks_1975.csv' + df = load_finches(path) + df = df.rename_column('beak_length_mm', 'beak_length').rename_column('beak_depth_mm', 'beak_depth') + return df + + +def load_finches(path): + # Load the data + df = ( + pd.read_csv(path) + .clean_names() # clean column names + .rename_column('blength', 'beak_length') # rename blength to beak_length (readability fix) + .rename_column('bdepth', 'beak_depth') # rename bdepth to beak_depth (readability fix) + .label_encode('species') # create a `species_enc` column that has the species encoded numerically + ) + return df + + +def load_baseball(): + df = pd.read_csv('../data/baseballdb/core/Batting.csv') + df['AB'] = df['AB'].replace(0, np.nan) + df = df.dropna() + df['batting_avg'] = df['H'] / df['AB'] + df = df[df['yearID'] >= 2016] + df = df.iloc[0:15] + df.head(5) + return df + + +def load_sterilization(): + df = ( + pd.read_csv('../data/sterilization.csv', na_filter=True, na_values=['#DIV/0!']) + .clean_names() + .label_encode('treatment') + ) + mapping = dict(zip(df['treatment'], df['treatment_enc'])) + return df, mapping + + +def load_kruschke(): + df = ( + pd.read_csv('../data/iq.csv', index_col=0) # comment out the path to the file for students. + .label_encode('treatment') + ) + return df + + +# Constants for load_decay +tau = 71.9 # indium decay half life +A = 42 # starting magnitude +C = 21 # measurement error +noise_scale = 1 + + +def load_decay(): + t = np.arange(0, 1000) + def decay_func(ts, noise): + return A * np.exp(-t/tau) + C + np.random.normal(0, noise, size=(len(t))) + + data = {'t': t, 'activity': decay_func(t, noise_scale)} + df = pd.DataFrame(data) + return df \ No newline at end of file diff --git a/notebooks/SciPy-2022/matplotlibrc b/notebooks/SciPy-2022/matplotlibrc new file mode 100644 index 0000000..7ea7e7e --- /dev/null +++ b/notebooks/SciPy-2022/matplotlibrc @@ -0,0 +1,5 @@ +axes.spines.left : True # display axis spines +axes.spines.bottom : True +axes.spines.top : False +axes.spines.right : False + diff --git a/notebooks/SciPy-2022/utils.py b/notebooks/SciPy-2022/utils.py new file mode 100644 index 0000000..10072c6 --- /dev/null +++ b/notebooks/SciPy-2022/utils.py @@ -0,0 +1,19 @@ +import numpy as np + + +def ECDF(data): + x = np.sort(data) + y = np.cumsum(x) / np.sum(x) + + return x, y + + +def despine(ax): + ax.spines['right'].set_visible(False) + ax.spines['top'].set_visible(False) + + +def despine_traceplot(traceplot): + for row in traceplot: + for ax in row: + despine(ax) \ No newline at end of file diff --git a/notebooks/URGsADS-NYC-2020-02-19/01-Instructor-Probability_a_simulated_introduction.ipynb b/notebooks/URGsADS-NYC-2020-02-19/01-Instructor-Probability_a_simulated_introduction.ipynb index b291086..774fc83 100644 --- a/notebooks/URGsADS-NYC-2020-02-19/01-Instructor-Probability_a_simulated_introduction.ipynb +++ b/notebooks/URGsADS-NYC-2020-02-19/01-Instructor-Probability_a_simulated_introduction.ipynb @@ -62,10 +62,10 @@ "source": [ "What type of random phenomena are we talking about here? One example is:\n", "\n", - "- Knowing that a website has a click-through rate (CTR) of 10%, we can calculate the probabilty of having 10 people, 9 people, 8 people ... and so on click through, upon drawing 10 people randomly from the population;\n", + "- Knowing that a website has a click-through rate (CTR) of 10%, we can calculate the probability of having 10 people, 9 people, 8 people ... and so on click through, upon drawing 10 people randomly from the population;\n", "- But given the data of how many people click through, how can we calculate the CTR? And how certain can we be of this CTR? Or how likely is a particular CTR?\n", "\n", - "Science mostly asks questions of the second form above & Bayesian thinking provides a wondereful framework for answering such questions. Essentially Bayes' Theorem gives us a way of moving from the probability of the data given the model (written as $P(data|model)$) to the probability of the model given the data ($P(model|data)$).\n", + "Science mostly asks questions of the second form above & Bayesian thinking provides a wonderful framework for answering such questions. Essentially Bayes' Theorem gives us a way of moving from the probability of the data given the model (written as $P(data|model)$) to the probability of the model given the data ($P(model|data)$).\n", "\n", "We'll first explore questions of the 1st type using simulation: knowing the model, what is the probability of seeing certain data?" ] @@ -189,7 +189,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "**Note:** Although, in the above, we have described _probability_ in two ways, we have not described it mathematically. We're not going to do so rigorously here, but we will say that _probabilty_ defines a function from the space of possibilities (in the above, the interval $[0,1]$) that describes how likely it is to get a particular point or region in that space. Mike Betancourt has an elegant [Introduction to Probability Theory (For Scientists and Engineers)](https://betanalpha.github.io/assets/case_studies/probability_theory.html) that I can recommend." + "**Note:** Although, in the above, we have described _probability_ in two ways, we have not described it mathematically. We're not going to do so rigorously here, but we will say that _probability_ defines a function from the space of possibilities (in the above, the interval $[0,1]$) that describes how likely it is to get a particular point or region in that space. Mike Betancourt has an elegant [Introduction to Probability Theory (For Scientists and Engineers)](https://betanalpha.github.io/assets/case_studies/probability_theory.html) that I can recommend." ] }, { @@ -232,7 +232,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "_Discussion point_: This model is know as the bias coin flip. \n", + "_Discussion point_: This model is known as the bias coin flip. \n", "- Can you see why?\n", "- Can it be used to model other phenomena?" ] @@ -1430,7 +1430,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Now that we have a grasp on joint probabilities, lets consider conditional probabilities, that is, the probability of some $A$, knowing that some other $B$ is true. We use the notation $P(A|B)$ to denote this. For example, you can ask the question \"What is the probability of a finch beak having depth $<10$, knowing that the finch of of species 'fortis'?\"" + "Now that we have a grasp on joint probabilities, lets consider conditional probabilities, that is, the probability of some $A$, knowing that some other $B$ is true. We use the notation $P(A|B)$ to denote this. For example, you can ask the question \"What is the probability of a finch beak having depth $<10$, knowing that the finch is of species 'fortis'?\"" ] }, { @@ -1546,7 +1546,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "**Question:** Suppose that a test for using a particular drug has 99% sensitivy (true positive rate) and 99% specificity (true negative rate), that is, a 1% false positive rate and 1% false negative rate. Suppose that 0.5% (5 in 1,000) of people are users of the drug. What is the probability that a randomly selected individual with a positive test is a drug user?\n", + "**Question:** Suppose that a test for using a particular drug has 99% sensitivity (true positive rate) and 99% specificity (true negative rate), that is, a 1% false positive rate and 1% false negative rate. Suppose that 0.5% (5 in 1,000) of people are users of the drug. What is the probability that a randomly selected individual with a positive test is a drug user?\n", "\n", "**If we can answer this, it will be really cool as it shows how we can move from knowing $P(+|user)$ to $P(user|+)$, a MVP for being able to move from $P(data|model)$ to $P(model|data)$.**" ] diff --git a/notebooks/URGsADS-NYC-2020-02-19/01-Student-Probability_a_simulated_introduction.ipynb b/notebooks/URGsADS-NYC-2020-02-19/01-Student-Probability_a_simulated_introduction.ipynb index 8324e8b..078c5f3 100644 --- a/notebooks/URGsADS-NYC-2020-02-19/01-Student-Probability_a_simulated_introduction.ipynb +++ b/notebooks/URGsADS-NYC-2020-02-19/01-Student-Probability_a_simulated_introduction.ipynb @@ -62,10 +62,10 @@ "source": [ "What type of random phenomena are we talking about here? One example is:\n", "\n", - "- Knowing that a website has a click-through rate (CTR) of 10%, we can calculate the probabilty of having 10 people, 9 people, 8 people ... and so on click through, upon drawing 10 people randomly from the population;\n", + "- Knowing that a website has a click-through rate (CTR) of 10%, we can calculate the probability of having 10 people, 9 people, 8 people ... and so on click through, upon drawing 10 people randomly from the population;\n", "- But given the data of how many people click through, how can we calculate the CTR? And how certain can we be of this CTR? Or how likely is a particular CTR?\n", "\n", - "Science mostly asks questions of the second form above & Bayesian thinking provides a wondereful framework for answering such questions. Essentially Bayes' Theorem gives us a way of moving from the probability of the data given the model (written as $P(data|model)$) to the probability of the model given the data ($P(model|data)$).\n", + "Science mostly asks questions of the second form above & Bayesian thinking provides a wonderful framework for answering such questions. Essentially Bayes' Theorem gives us a way of moving from the probability of the data given the model (written as $P(data|model)$) to the probability of the model given the data ($P(model|data)$).\n", "\n", "We'll first explore questions of the 1st type using simulation: knowing the model, what is the probability of seeing certain data?" ] @@ -156,7 +156,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "**Note:** Although, in the above, we have described _probability_ in two ways, we have not described it mathematically. We're not going to do so rigorously here, but we will say that _probabilty_ defines a function from the space of possibilities (in the above, the interval $[0,1]$) that describes how likely it is to get a particular point or region in that space. Mike Betancourt has an elegant [Introduction to Probability Theory (For Scientists and Engineers)](https://betanalpha.github.io/assets/case_studies/probability_theory.html) that I can recommend." + "**Note:** Although, in the above, we have described _probability_ in two ways, we have not described it mathematically. We're not going to do so rigorously here, but we will say that _probability_ defines a function from the space of possibilities (in the above, the interval $[0,1]$) that describes how likely it is to get a particular point or region in that space. Mike Betancourt has an elegant [Introduction to Probability Theory (For Scientists and Engineers)](https://betanalpha.github.io/assets/case_studies/probability_theory.html) that I can recommend." ] }, { @@ -190,7 +190,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "_Discussion point_: This model is know as the bias coin flip. \n", + "_Discussion point_: This model is known as the bias coin flip. \n", "- Can you see why?\n", "- Can it be used to model other phenomena?" ] @@ -1072,7 +1072,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Now that we have a grasp on joint probabilities, lets consider conditional probabilities, that is, the probability of some $A$, knowing that some other $B$ is true. We use the notation $P(A|B)$ to denote this. For example, you can ask the question \"What is the probability of a finch beak having depth $<10$, knowing that the finch of of species 'fortis'?\"" + "Now that we have a grasp on joint probabilities, lets consider conditional probabilities, that is, the probability of some $A$, knowing that some other $B$ is true. We use the notation $P(A|B)$ to denote this. For example, you can ask the question \"What is the probability of a finch beak having depth $<10$, knowing that the finch is of species 'fortis'?\"" ] }, { @@ -1155,7 +1155,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "**Question:** Suppose that a test for using a particular drug has 99% sensitivy (true positive rate) and 99% specificity (true negative rate), that is, a 1% false positive rate and 1% false negative rate. Suppose that 0.5% (5 in 1,000) of people are users of the drug. What is the probability that a randomly selected individual with a positive test is a drug user?\n", + "**Question:** Suppose that a test for using a particular drug has 99% sensitivity (true positive rate) and 99% specificity (true negative rate), that is, a 1% false positive rate and 1% false negative rate. Suppose that 0.5% (5 in 1,000) of people are users of the drug. What is the probability that a randomly selected individual with a positive test is a drug user?\n", "\n", "**If we can answer this, it will be really cool as it shows how we can move from knowing $P(+|user)$ to $P(user|+)$, a MVP for being able to move from $P(data|model)$ to $P(model|data)$.**" ] diff --git a/notebooks/URGsADS-NYC-2020-02-19/02-Instructor-Parameter_estimation_hypothesis_testing.ipynb b/notebooks/URGsADS-NYC-2020-02-19/02-Instructor-Parameter_estimation_hypothesis_testing.ipynb index 917ca66..a0a4dda 100644 --- a/notebooks/URGsADS-NYC-2020-02-19/02-Instructor-Parameter_estimation_hypothesis_testing.ipynb +++ b/notebooks/URGsADS-NYC-2020-02-19/02-Instructor-Parameter_estimation_hypothesis_testing.ipynb @@ -488,7 +488,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "To specify the full probabilty model, you need\n", + "To specify the full probability model, you need\n", "- a likelihood function for the data &\n", "- priors for all unknowns.\n", "\n", diff --git a/notebooks/URGsADS-NYC-2020-02-19/02-Student-Parameter_estimation_hypothesis_testing.ipynb b/notebooks/URGsADS-NYC-2020-02-19/02-Student-Parameter_estimation_hypothesis_testing.ipynb index 72d0061..510ce9a 100644 --- a/notebooks/URGsADS-NYC-2020-02-19/02-Student-Parameter_estimation_hypothesis_testing.ipynb +++ b/notebooks/URGsADS-NYC-2020-02-19/02-Student-Parameter_estimation_hypothesis_testing.ipynb @@ -407,7 +407,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "To specify the full probabilty model, you need\n", + "To specify the full probability model, you need\n", "- a likelihood function for the data &\n", "- priors for all unknowns.\n", "\n", diff --git a/notebooks/archive/01-Instructor-Probability_a_simulated_introduction.ipynb b/notebooks/archive/01-Instructor-Probability_a_simulated_introduction.ipynb index c6095cf..0038646 100644 --- a/notebooks/archive/01-Instructor-Probability_a_simulated_introduction.ipynb +++ b/notebooks/archive/01-Instructor-Probability_a_simulated_introduction.ipynb @@ -62,10 +62,10 @@ "source": [ "What type of random phenomena are we talking about here? One example is:\n", "\n", - "- Knowing that a website has a click-through rate (CTR) of 10%, we can calculate the probabilty of having 10 people, 9 people, 8 people ... and so on click through, upon drawing 10 people randomly from the population;\n", + "- Knowing that a website has a click-through rate (CTR) of 10%, we can calculate the probability of having 10 people, 9 people, 8 people ... and so on click through, upon drawing 10 people randomly from the population;\n", "- But given the data of how many people click through, how can we calculate the CTR? And how certain can we be of this CTR? Or how likely is a particular CTR?\n", "\n", - "Science mostly asks questions of the second form above & Bayesian thinking provides a wondereful framework for answering such questions. Essentially Bayes' Theorem gives us a way of moving from the probability of the data given the model (written as $P(data|model)$) to the probability of the model given the data ($P(model|data)$).\n", + "Science mostly asks questions of the second form above & Bayesian thinking provides a wonderful framework for answering such questions. Essentially Bayes' Theorem gives us a way of moving from the probability of the data given the model (written as $P(data|model)$) to the probability of the model given the data ($P(model|data)$).\n", "\n", "We'll first explore questions of the 1st type using simulation: knowing the model, what is the probability of seeing certain data?" ] @@ -191,7 +191,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "**Note:** Although, in the above, we have described _probability_ in two ways, we have not described it mathematically. We're not going to do so rigorously here, but we will say that _probabilty_ defines a function from the space of possibilities (in the above, the interval $[0,1]$) that describes how likely it is to get a particular point or region in that space. Mike Betancourt has an elegant [Introduction to Probability Theory (For Scientists and Engineers)](https://betanalpha.github.io/assets/case_studies/probability_theory.html) that I can recommend." + "**Note:** Although, in the above, we have described _probability_ in two ways, we have not described it mathematically. We're not going to do so rigorously here, but we will say that _probability_ defines a function from the space of possibilities (in the above, the interval $[0,1]$) that describes how likely it is to get a particular point or region in that space. Mike Betancourt has an elegant [Introduction to Probability Theory (For Scientists and Engineers)](https://betanalpha.github.io/assets/case_studies/probability_theory.html) that I can recommend." ] }, { @@ -234,7 +234,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "_Discussion point_: This model is know as the bias coin flip. \n", + "_Discussion point_: This model is known as the bias coin flip. \n", "- Can you see why?\n", "- Can it be used to model other phenomena?" ] @@ -1452,7 +1452,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Now that we have a grasp on joint probabilities, lets consider conditional probabilities, that is, the probability of some $A$, knowing that some other $B$ is true. We use the notation $P(A|B)$ to denote this. For example, you can ask the question \"What is the probability of a finch beak having depth $<10$, knowing that the finch of of species 'fortis'?\"" + "Now that we have a grasp on joint probabilities, lets consider conditional probabilities, that is, the probability of some $A$, knowing that some other $B$ is true. We use the notation $P(A|B)$ to denote this. For example, you can ask the question \"What is the probability of a finch beak having depth $<10$, knowing that the finch is of species 'fortis'?\"" ] }, { diff --git a/notebooks/archive/01-Student-Probability_a_simulated_introduction.ipynb b/notebooks/archive/01-Student-Probability_a_simulated_introduction.ipynb index be715ac..1795269 100644 --- a/notebooks/archive/01-Student-Probability_a_simulated_introduction.ipynb +++ b/notebooks/archive/01-Student-Probability_a_simulated_introduction.ipynb @@ -62,10 +62,10 @@ "source": [ "What type of random phenomena are we talking about here? One example is:\n", "\n", - "- Knowing that a website has a click-through rate (CTR) of 10%, we can calculate the probabilty of having 10 people, 9 people, 8 people ... and so on click through, upon drawing 10 people randomly from the population;\n", + "- Knowing that a website has a click-through rate (CTR) of 10%, we can calculate the probability of having 10 people, 9 people, 8 people ... and so on click through, upon drawing 10 people randomly from the population;\n", "- But given the data of how many people click through, how can we calculate the CTR? And how certain can we be of this CTR? Or how likely is a particular CTR?\n", "\n", - "Science mostly asks questions of the second form above & Bayesian thinking provides a wondereful framework for answering such questions. Essentially Bayes' Theorem gives us a way of moving from the probability of the data given the model (written as $P(data|model)$) to the probability of the model given the data ($P(model|data)$).\n", + "Science mostly asks questions of the second form above & Bayesian thinking provides a wonderful framework for answering such questions. Essentially Bayes' Theorem gives us a way of moving from the probability of the data given the model (written as $P(data|model)$) to the probability of the model given the data ($P(model|data)$).\n", "\n", "We'll first explore questions of the 1st type using simulation: knowing the model, what is the probability of seeing certain data?" ] @@ -156,7 +156,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "**Note:** Although, in the above, we have described _probability_ in two ways, we have not described it mathematically. We're not going to do so rigorously here, but we will say that _probabilty_ defines a function from the space of possibilities (in the above, the interval $[0,1]$) that describes how likely it is to get a particular point or region in that space. Mike Betancourt has an elegant [Introduction to Probability Theory (For Scientists and Engineers)](https://betanalpha.github.io/assets/case_studies/probability_theory.html) that I can recommend." + "**Note:** Although, in the above, we have described _probability_ in two ways, we have not described it mathematically. We're not going to do so rigorously here, but we will say that _probability_ defines a function from the space of possibilities (in the above, the interval $[0,1]$) that describes how likely it is to get a particular point or region in that space. Mike Betancourt has an elegant [Introduction to Probability Theory (For Scientists and Engineers)](https://betanalpha.github.io/assets/case_studies/probability_theory.html) that I can recommend." ] }, { @@ -190,7 +190,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "_Discussion point_: This model is know as the bias coin flip. \n", + "_Discussion point_: This model is known as the bias coin flip. \n", "- Can you see why?\n", "- Can it be used to model other phenomena?" ] @@ -1072,7 +1072,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Now that we have a grasp on joint probabilities, lets consider conditional probabilities, that is, the probability of some $A$, knowing that some other $B$ is true. We use the notation $P(A|B)$ to denote this. For example, you can ask the question \"What is the probability of a finch beak having depth $<10$, knowing that the finch of of species 'fortis'?\"" + "Now that we have a grasp on joint probabilities, lets consider conditional probabilities, that is, the probability of some $A$, knowing that some other $B$ is true. We use the notation $P(A|B)$ to denote this. For example, you can ask the question \"What is the probability of a finch beak having depth $<10$, knowing that the finch is of species 'fortis'?\"" ] }, { diff --git a/notebooks/archive/02-Instructor-Parameter_estimation_hypothesis_testing.ipynb b/notebooks/archive/02-Instructor-Parameter_estimation_hypothesis_testing.ipynb index cde94e1..2e3b292 100644 --- a/notebooks/archive/02-Instructor-Parameter_estimation_hypothesis_testing.ipynb +++ b/notebooks/archive/02-Instructor-Parameter_estimation_hypothesis_testing.ipynb @@ -492,7 +492,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "To specify the full probabilty model, you need\n", + "To specify the full probability model, you need\n", "- a likelihood function for the data &\n", "- priors for all unknowns.\n", "\n", diff --git a/notebooks/archive/02-Student-Parameter_estimation_hypothesis_testing.ipynb b/notebooks/archive/02-Student-Parameter_estimation_hypothesis_testing.ipynb index 003c2c5..4608b6c 100644 --- a/notebooks/archive/02-Student-Parameter_estimation_hypothesis_testing.ipynb +++ b/notebooks/archive/02-Student-Parameter_estimation_hypothesis_testing.ipynb @@ -407,7 +407,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "To specify the full probabilty model, you need\n", + "To specify the full probability model, you need\n", "- a likelihood function for the data &\n", "- priors for all unknowns.\n", "\n", diff --git a/pyproject.toml b/pyproject.toml new file mode 100644 index 0000000..c8840ba --- /dev/null +++ b/pyproject.toml @@ -0,0 +1,23 @@ +[tool.black] +line-length = 79 +target-version = ['py38'] +include = '\.pyi?$' +exclude = ''' + +( + /( + \.eggs # exclude a few common directories in the + | \.git # root of the project + | \.hg + | \.mypy_cache + | \.tox + | \.venv + | _build + | buck-out + | build + | dist + )/ + | foo.py # also separately exclude a file named foo.py in + # the root of the project +) +''' diff --git a/reminders.md b/reminders.md index 86699e5..7c961f0 100644 --- a/reminders.md +++ b/reminders.md @@ -1,6 +1,6 @@ # Reminders -- The datasets we are playing with here are idiosyncratic. There may be questions regarding the data. Remember to encourage participants to ask questions about the data publicly, so that everybody can benefit together. +- The datasets we are playing with here are idiosyncratic. There may be questions regarding the data. Remember to encourage participants to ask questions about the data publicly, so that everybody can benefit together. - The corollary to this fact: we may end up with 5-10 minutes of answering questions regarding the data. We should announce up-front that this is okay to do. - \ No newline at end of file + diff --git a/scripts/ice_cream_shop_simulator.ipynb b/scripts/ice_cream_shop_simulator.ipynb new file mode 100644 index 0000000..c2ff8c0 --- /dev/null +++ b/scripts/ice_cream_shop_simulator.ipynb @@ -0,0 +1,380 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Introduction\n", + "\n", + "This notebook is just here to try making up some ice cream shop data.\n", + "\n", + "One thing I do want to generate is a dataset that invovles causal inference concepts. " + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from bayes_tutorial.data import load_baseball\n", + "import pandas as pd\n", + "from pyprojroot import here\n", + "import namegenerator\n", + "from faker.providers import company" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "data = pd.read_csv(here() / 'data/baseballdb/core/Batting.csv')" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from faker import Faker\n", + "\n", + "f = Faker()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import janitor\n", + "import numpy as np\n", + "\n", + "starter_data = (\n", + " data\n", + " .query(\"yearID == 2016\")\n", + " .select_columns([\"playerID\", \"AB\", \"H\"])\n", + " .rename_columns(\n", + " {\n", + " \"playerID\":\"shopname\",\n", + " \"AB\": \"num_customers\", # this is the column that matters the most\n", + " \"H\": \"num_likes\" # this one isn't as important, because I will be generating data.\n", + " }\n", + " )\n", + " .transform_column(\"shopname\", lambda dummy : namegenerator.gen())\n", + " .transform_column(\"shopname\", lambda x: \" \".join(x.split(\"-\")))\n", + " .transform_column(\"shopname\", lambda x: x.capitalize())\n", + " .join_apply(lambda x: x[\"num_likes\"] / x[\"num_customers\"] if x[\"num_customers\"] > 0 else np.nan, \"fraction_likes\")\n", + ")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "What we are going to do now is generate values of $p$ using a presumed hierarchical model.\n", + "\n", + "Firstly, likes and dislikes could be correlated by their parent chain.\n", + "(Some chains are run well, while others are not.)\n", + "\n", + "The distribution of shops per company is such that most of them are independent and locally-owned businesses, while a few are large chains." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from scipy.stats import poisson\n", + "\n", + "num_chain_held_stores = poisson(50).rvs(8)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Was generated from the previous cell in one particular run\n", + "num_chain_held_stores = [55, 48, 48, 54, 44, 62, 38, 58]" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "There are 8 \"chains\", and they each have the aforementioned number of stores per chain. (Some healthy competition going on there!) For the purposes of generating data, there is a 9th \"chain\" is really just a placeholder.\n", + "\n", + "Let's now build the index that maps store to chain (or independent business).\n", + "\n", + "To do this, we will work in two steps:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "owner_indices = []\n", + "# Firstly, populate chain indices.\n", + "for i, n in enumerate(num_chain_held_stores):\n", + " owner_indices.extend([i] * n)\n", + "\n", + "# # Secondly, populate independently-owned businesses' indices.\n", + "# for i in range(len(starter_data) - sum(num_chain_held_stores)):\n", + "# owner_indices.append(i + len(num_chain_held_stores))\n", + "owner_indices.extend([i + 1] * (len(starter_data) - sum(num_chain_held_stores)))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now, we shuffle them up!" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from random import shuffle\n", + "\n", + "shuffle(owner_indices)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "starter_data.add_column(\"owner_idx\", owner_indices).shuffle(reset_index=False)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now, we are going to generate the $p$ for each of the shops.\n", + "\n", + "Firstly, I'm going to start with a hard-coded population parameter. Most of the shops _are_ going to have a generally positive rating at about 0.7." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "p_pop = 0.7" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We are going to go into logit space because it allows us to _more easily_\n", + "reason about \"central tendencies\"." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from scipy.special import logit, expit" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "expit(logit(p_pop))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Because there are 8 stores, I will generate a $p$ for each of them." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from scipy.stats import norm\n", + "\n", + "logit(beta(13, 17).rvs(6))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "beta(35, 8).rvs(2)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "company_ps = [\n", + " 0.48427595, # chain 0\n", + " 0.52588245, # chain 1\n", + " 0.34491850, # chain 2\n", + " 0.30949678, # chain 3\n", + " 0.43965704, # chain 4\n", + " 0.31991239, # chain 5\n", + " 0.80628789, # chain 6\n", + " 0.78982137, # chain 7\n", + " 0.86220633, # independent chains\n", + "]" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "company_mus = logit(company_ps)\n", + "company_mus" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from scipy.stats import expon\n", + "\n", + "expon(1/4).rvs(9)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "company_sigmas = np.array([\n", + " 0.21505173, # chain 0\n", + " 0.60319852, # chain 1\n", + " 0.30978955, # chain 2\n", + " 0.16837932, # chain 3\n", + " 0.14264645, # chain 4\n", + " 0.54077756, # chain 5\n", + " 0.18131425, # chain 6\n", + " 0.16748833, # chain 7\n", + " 1.20746328, # independently-held businesses\n", + "])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now, we can start drawing numbers!" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "data_generator = starter_data.add_column(\"owner_idx\", owner_indices)\n", + "data_generator.shuffle(reset_index=False)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "assert len(company_mus) == len(company_sigmas), print(len(company_mus), len(company_sigmas))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "company_logit_p = norm(loc=company_mus, scale=company_sigmas)\n", + "company_logit_p" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from scipy.stats import binom \n", + "(\n", + " data_generator\n", + " .add_column(\"mus\", company_mus[data_generator[\"owner_idx\"]])\n", + " .add_column(\"sigmas\", company_sigmas[data_generator[\"owner_idx\"]])\n", + " .join_apply(lambda x: norm(x[\"mus\"], x[\"sigmas\"]).rvs(), \"logit_p\")\n", + " .join_apply(lambda x: binom(x[\"num_customers\"], expit(x[\"logit_p\"])).rvs(), \"num_favs\")\n", + ").to_csv(here() / \"data/ice_cream_shop.csv\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "bayesian-modelling-tutorial", + "language": "python", + "name": "bayesian-modelling-tutorial" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.6" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/src/bayes_tutorial/__init__.py b/src/bayes_tutorial/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/src/bayes_tutorial/data.py b/src/bayes_tutorial/data.py new file mode 100644 index 0000000..42387cd --- /dev/null +++ b/src/bayes_tutorial/data.py @@ -0,0 +1,103 @@ +import pandas as pd +from sklearn.preprocessing import LabelEncoder +import janitor +import numpy as np +from pyprojroot import here + + +def load_finches_2012(): + path = here() / "data/finch_beaks_2012.csv" + return load_finches(path) + + +def load_finches_1975(): + path = here() / "data/finch_beaks_1975.csv" + df = ( + load_finches(path) + .rename_column("beak_length_mm", "beak_length") + .rename_column("beak_depth_mm", "beak_depth") + ) + return df + + +def load_finches(path): + # Load the data + df = ( + pd.read_csv(path) + .clean_names() # clean column names + .rename_column( + "blength", "beak_length" + ) # rename blength to beak_length (readability fix) + .rename_column( + "bdepth", "beak_depth" + ) # rename bdepth to beak_depth (readability fix) + .label_encode( + "species" + ) # create a `species_enc` column that has the species encoded numerically + ) + return df + + +def load_baseball(): + df = pd.read_csv(here() / "data/baseballdb/core/Batting.csv") + df["AB"] = df["AB"].replace(0, np.nan) + df = df.dropna() + df["batting_avg"] = df["H"] / df["AB"] + df = df[df["yearID"] >= 2016] + df = df.iloc[0:15] + df.head(5) + return df + + +def load_sterilization(): + df = ( + pd.read_csv( + here() / "data/sterilization.csv", + na_filter=True, + na_values=["#DIV/0!"], + ) + .clean_names() + .label_encode("treatment") + ) + mapping = dict(zip(df["treatment"], df["treatment_enc"])) + return df, mapping + + +def load_kruschke(): + df = pd.read_csv( + here() / "data/iq.csv", index_col=0 + ).label_encode( # comment out the path to the file for students. + "treatment" + ) + return df + + +# Constants for load_decay +tau = 71.9 # indium decay half life +A = 42 # starting magnitude +C = 21 # measurement error +noise_scale = 1 + + +def load_decay(): + t = np.arange(0, 1000) + + def decay_func(ts, noise): + return ( + A * np.exp(-t / tau) + + C + + np.random.normal(0, noise, size=(len(t))) + ) + + data = {"t": t, "activity": decay_func(t, noise_scale)} + df = pd.DataFrame(data) + return df + + +def load_ice_cream(): + data = ( + pd.read_csv(here() / "data/ice_cream_shop.csv", index_col=0) + .reset_index(drop=True) + .select_columns(["shopname", "num_customers", "owner_idx", "num_favs"]) + ) + return data diff --git a/src/bayes_tutorial/solutions/__init__.py b/src/bayes_tutorial/solutions/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/src/bayes_tutorial/solutions/estimation.py b/src/bayes_tutorial/solutions/estimation.py new file mode 100644 index 0000000..e090c19 --- /dev/null +++ b/src/bayes_tutorial/solutions/estimation.py @@ -0,0 +1,83 @@ +import janitor +import numpy as np +import pandas as pd +from pyprojroot import here +import pymc3 as pm +import arviz as az + + +def naive_estimate(data): + estimated_p = data.join_apply( + lambda x: x["num_favs"] / x["num_customers"] + if x["num_customers"] > 0 + else np.nan, + "p_hat", + ) + return estimated_p + + +def assumptions(): + ans = """ +When we choose to represent p_hat with 0, +we are oftentimes implicitly placing a strong assumption +that the estimate 0 is an unbiased estimator of the true p. + +When we choose to represent p_hat with 0, +we are implicitly placing a strong assumption +that we don't have enough information to know p. + +Either way, we have assumed something, +and there's no "objectivity" escape hatch here. +""" + return ans + + +def ice_cream_store_model(data: pd.DataFrame) -> pm.Model: + with pm.Model() as model: + p = pm.Beta("p", alpha=2, beta=2, shape=(len(data),)) + like = pm.Binomial( + "like", n=data["num_customers"], p=p, observed=data["num_favs"] + ) + return model + + +def posterior_quantile(trace, q): + trace_reshaped = trace.posterior.stack(draws=("chain", "draw")) + return trace_reshaped.quantile(q=q, dim="draws").to_dataframe() + + +def trace_all_stores(data): + with ice_cream_store_model(data): + trace = pm.sample(2000) + trace = az.from_pymc3(trace, coords={"p_dim_0": data["shopname"]}) + return trace + + +from daft import PGM + + +def ice_cream_one_group_pgm(): + G = PGM() + G.add_node("alpha", content=r"$\alpha$", x=-1, y=1, scale=1.2, fixed=True) + G.add_node("beta", content=r"$\beta$", x=1, y=1, scale=1.2, fixed=True) + + G.add_node("p", content="p", x=0, y=1, scale=1.2) + G.add_node("likes", content="l", x=0, y=0, scale=1.2, observed=True) + G.add_edge("alpha", "p") + G.add_edge("beta", "p") + G.add_edge("p", "likes") + G.show() + + +def ice_cream_n_group_pgm(): + G = PGM() + G.add_node("alpha", content=r"$\alpha$", x=-1, y=1, scale=1.2, fixed=True) + G.add_node("beta", content=r"$\beta$", x=1, y=1, scale=1.2, fixed=True) + + G.add_node("p", content=r"$p_{i}$", x=0, y=1, scale=1.2) + G.add_node("likes", content=r"$l_{i}$", x=0, y=0, scale=1.2, observed=True) + G.add_edge("alpha", "p") + G.add_edge("beta", "p") + G.add_edge("p", "likes") + G.add_plate([-0.5, -0.8, 1, 2.3], label=r"shop $i$") + G.show() diff --git a/src/bayes_tutorial/solutions/hierarchical.py b/src/bayes_tutorial/solutions/hierarchical.py new file mode 100644 index 0000000..d1e9e60 --- /dev/null +++ b/src/bayes_tutorial/solutions/hierarchical.py @@ -0,0 +1,201 @@ +from daft import PGM, Node + + +def hierarchical_p(): + """A naive representation of the hierarchical p that we desire.""" + G = PGM() + G.add_node("p_shop", content=r"$p_{j, i}$", x=1, y=2, scale=1.2) + G.add_node( + "likes", content="$l_{j, i}$", x=1, y=1, scale=1.2, observed=True + ) + G.add_node("p_owner", content=r"$p_{j}$", x=1, y=3, scale=1.2) + G.add_node("p_pop", content=r"$p$", x=1, y=4, scale=1.2) + + G.add_edge("p_pop", "p_owner") + G.add_edge("p_owner", "p_shop") + G.add_edge("p_shop", "likes") + + G.add_plate(plate=[0.3, 0.3, 1.5, 2.2], label=r"shop $i$") + G.add_plate(plate=[0, -0.1, 2.1, 3.6], label=r"owner $j$") + + G.render() + + +def convoluted_hierarchical_p(): + G = PGM() + G.add_node( + "likes", content="$l_{j, i}$", x=1, y=1, scale=1.2, observed=True + ) + G.add_node("p_shop", content="$p_{j, i}$", x=1, y=2, scale=1.2) + G.add_node("alpha_owner", content=r"$\alpha_{j}$", x=0, y=3, scale=1.2) + G.add_node("beta_owner", content=r"$\beta_{j}$", x=2, y=3, scale=1.2) + G.add_node( + "lambda_a_pop", content=r"$\lambda_{\alpha}$", x=0, y=4, scale=1.2 + ) + G.add_node( + "lambda_b_pop", content=r"$\lambda_{\beta}$", x=2, y=4, scale=1.2 + ) + G.add_node( + "tau_lambda_a", + content=r"$\tau_{\lambda_{\alpha}}$", + x=0, + y=5, + fixed=True, + ) + G.add_node( + "tau_lambda_b", + content=r"$\tau_{\lambda_{\beta}}$", + x=2, + y=5, + fixed=True, + ) + + G.add_edge("alpha_owner", "p_shop") + G.add_edge("beta_owner", "p_shop") + G.add_edge("p_shop", "likes") + G.add_edge("lambda_a_pop", "alpha_owner") + G.add_edge("lambda_b_pop", "beta_owner") + G.add_edge("tau_lambda_a", "lambda_a_pop") + G.add_edge("tau_lambda_b", "lambda_b_pop") + + G.add_plate(plate=[0.5, 0.2, 1, 2.3], label=r"shop $i$") + G.add_plate(plate=[-0.5, 0, 3, 3.5], label=r"owner $j$") + G.render() + + +import matplotlib.pyplot as plt +from scipy.stats import norm +from scipy.special import expit +import numpy as np +import seaborn as sns + + +def plot_mu_p(mu, sigma): + xs = np.linspace(mu - sigma * 4, mu + sigma * 4, 1000) + ys = norm(loc=mu, scale=sigma).pdf(xs) + + fig, ax = plt.subplots(nrows=1, ncols=2, figsize=(8, 4), sharey=True) + ax[0].plot(xs, ys) + ax[0].set_xlabel(r"$\mu$") + ax[0].set_ylabel("PDF") + ax[0].axvline(x=0, color="red") + ax[0].set_title("Gaussian Space") + ax[1].plot(expit(xs), ys) + ax[1].set_xlim(0, 1) + ax[1].set_xlabel(r"p = invlogit($\mu$)") + ax[1].set_title("Bounded space") + sns.despine() + plt.show() + + +def hierarchical_pgm(): + G = PGM() + + tfm_plot_params = {"ec": "red"} + + G.add_node( + "likes", content=r"$l_{j,i}$", x=0, y=0, scale=1.2, observed=True + ) + G.add_node( + "p_shop", + content=r"$p_{j,i}$", + x=0, + y=1, + scale=1.2, + plot_params=tfm_plot_params, + ) + G.add_node("mu_shop", content=r"$\mu_{j,i}$", x=1, y=1, scale=1.2) + G.add_node("mu_owner", content=r"$\mu_{j}$", x=1, y=2, scale=1.2) + G.add_node("sigma_owner", content=r"$\sigma_{j}$", x=2, y=2, scale=1.2) + G.add_node( + "p_owner", + content=r"$p_{j}$", + x=0, + y=2, + scale=1.2, + plot_params=tfm_plot_params, + ) + G.add_node("mu_population", content=r"$\mu$", x=1, y=3, scale=1.2) + G.add_node( + "sigma_population", + content=r"$\sigma$", + x=2, + y=3, + scale=1.2, + fixed=True, + ) + G.add_node( + "p_population", + content="p", + x=0, + y=3, + scale=1.2, + plot_params=tfm_plot_params, + ) + G.add_node("lambda", content=r"$\lambda$", x=3, y=2, scale=1.2, fixed=True) + G.add_node( + "mean_population", content="mean", x=1, y=4, scale=1.2, fixed=True + ) + G.add_node( + "variance_population", + content="variance", + x=2, + y=4, + scale=1.2, + fixed=True, + ) + + G.add_edge("mu_shop", "p_shop") + G.add_edge("p_shop", "likes") + G.add_edge("mu_owner", "mu_shop") + G.add_edge("sigma_owner", "mu_shop") + G.add_edge("mu_owner", "p_owner") + G.add_edge("mu_population", "mu_owner") + G.add_edge("sigma_population", "mu_owner") + G.add_edge("mu_population", "p_population") + G.add_edge("lambda", "sigma_owner") + G.add_edge("mean_population", "mu_population") + G.add_edge("variance_population", "mu_population") + + G.add_plate([-0.5, -0.5, 2, 2], label="shop $i$", position="bottom right") + G.add_plate( + [-0.7, -0.7, 3.2, 3.2], label="owner $j$", position="bottom right" + ) + + G.render() + + +import pymc3 as pm + + +def ice_cream_hierarchical_model(data): + """Hierarchical model for ice cream shops""" + n_owners = len(data["owner_idx"].unique()) + with pm.Model() as model: + logit_p_overall = pm.Normal("logit_p_overall", mu=0, sigma=1) + logit_p_owner_mean = pm.Normal( + "logit_p_owner_mean", + mu=logit_p_overall, + sigma=1, + shape=(n_owners,), + ) + logit_p_owner_scale = pm.Exponential( + "logit_p_owner_scale", lam=1 / 5.0, shape=(n_owners,) + ) + logit_p_shop = pm.Normal( + "logit_p_shop", + mu=logit_p_owner_mean[data["owner_idx"]], + sigma=logit_p_owner_scale[data["owner_idx"]], + shape=(len(data),), + ) + + p_overall = pm.Deterministic("p_overall", pm.invlogit(logit_p_overall)) + p_shop = pm.Deterministic("p_shop", pm.invlogit(logit_p_shop)) + p_owner = pm.Deterministic("p_owner", pm.invlogit(logit_p_owner_mean)) + like = pm.Binomial( + "like", + n=data["num_customers"], + p=p_shop, + observed=data["num_favs"], + ) + return model diff --git a/src/bayes_tutorial/solutions/inference.py b/src/bayes_tutorial/solutions/inference.py new file mode 100644 index 0000000..0913e03 --- /dev/null +++ b/src/bayes_tutorial/solutions/inference.py @@ -0,0 +1,80 @@ +import matplotlib.pyplot as plt +from scipy.stats import beta, poisson, norm +import numpy as np +import pymc3 as pm +import arviz as az +from functools import lru_cache + + +def plot_betadist_pdf(a, b): + b = beta(a, b) + x = np.linspace(0, 1, 1000) + pdf = b.pdf(x) + plt.plot(x, pdf) + + +def coin_flip_data(): + return np.array([1, 0, 1, 1, 0, 0, 1, 0, 1, 1, 1, 1,]) + + +def car_crash_data(): + return poisson(3).rvs(25) + + +def finch_beak_data(): + return norm(12, 1).rvs(38) + + +def car_crash_model_generator(): + data = car_crash_data() + with pm.Model() as car_crash_model: + mu = pm.Exponential("mu", lam=1 / 29.0) + like = pm.Poisson("like", mu=mu, observed=data) + return car_crash_model + + +def car_crash_interpretation(): + ans = """ +We believe that the rate of car crashes per week +is anywhere from between 2.3 to 3.6 (94% posterior HDI), +with a mean of 2.9. +""" + return ans + + +def model_inference_answer(model): + with model: + trace = pm.sample(2000) + trace = az.from_pymc3(trace) + return trace + + +def model_trace_answer(trace): + az.plot_trace(trace) + + +def model_posterior_answer(trace): + az.plot_posterior(trace) + + +def finch_beak_model_generator(): + data = finch_beak_data() + with pm.Model() as finch_beak_model: + mu = pm.Normal("mu", mu=10, sigma=3) + sigma = pm.Exponential("sigma", lam=1 / 29.0) + like = pm.Normal("like", mu=mu, sigma=sigma, observed=data) + return finch_beak_model + + +def finch_beak_interpretation(): + ans = """ +Having seen the data, we believe that finch beak lengths +are expected to be between 11.7 and 12.1 (approx, 94% HDI), +with an average of 11.9. + +We also believe that the intrinsic variance of finch beak lengths +across the entire population of finches +is estimated to be around 0.56 to 0.87, +with an average of 0.7. +""" + return ans diff --git a/src/bayes_tutorial/solutions/probability.py b/src/bayes_tutorial/solutions/probability.py new file mode 100644 index 0000000..4a3e677 --- /dev/null +++ b/src/bayes_tutorial/solutions/probability.py @@ -0,0 +1,105 @@ +from scipy.stats import bernoulli, binom, multinomial +import numpy as np + + +def coin_distribution(): + return { + "H": 1 / 3, + "T": 2 / 3, + } + + +def test_coin_distribution(): + cred_points = coin_distribution().values() + assert np.allclose(sum(cred_points), 1) + + +def dice_distribution(): + return { + 1: 1 / 6, + 2: 1 / 6, + 3: 1 / 6, + 4: 1 / 6, + 5: 1 / 6, + 6: 1 / 6, + } + + +def test_dice_distribution(): + cred_points = dice_distribution().values() + assert np.allclose(sum(cred_points), 1) + + +def binomial_answer(): + binomial_dist = binom(n=1, p=0.8) + draws = binomial_dist.rvs(10) + return draws + + +def multinomial_answer(): + multinomial_dist = multinomial(n=1, p=[1 / 6] * 6) + draws = multinomial_dist.rvs(10) + return draws + + +def likelihood_coin_toss(): + answer = """ +This does not surprise me. +Under a fair coin toss model, +a continuous sequence of 0s has the same likelihood +as a mixed sequence of 0s and 1s. +As such, fair coin tosses are expected to be quite "clumpy"! + +HOWEVER... + +A continuous sequence of 0s should compel me +to think about whether the fair coin toss model is right or not... +""" + return answer + + +def fair_coin_model(): + return bernoulli(0.5) + + +def coin_data_likelihood(coin_data_1, coin_data_2): + coin = fair_coin_model() + return (coin.pmf(coin_data_1), coin.pmf(coin_data_2)) + + +def coin_data_joint_likelihood(coin_data_1, coin_data_2): + coin = fair_coin_model() + return ( + np.product(coin.pmf(coin_data_1)), + np.product(coin.pmf(coin_data_2)), + ) + + +def coin_data_joint_loglikelihood(coin_data_1, coin_data_2): + coin = fair_coin_model() + return (np.sum(coin.logpmf(coin_data_1)), np.sum(coin.logpmf(coin_data_2))) + + +def spaces_of_p(): + answer = """ +There are actually infinite number of possible Bernoullis that we could instantiate! + +Because there are an infinite set of numbers in the [0, 1] interval, +therefore there are an infinite number of possible Bernoullis that we could instantiate. +""" + return answer + + +def spaces_of_data(): + answer = """ +If you assume that there are no restrictions on the outcome, +then there should be $2^5$ ways to configure five Bernoulli draws. + +More generally... + +First off, there's no reason why we always have to have three 1s and two 0s in five draws; +it could have been five 1s or five 0s. +Secondly, the order of data (though it doesn't really matter in this case) +for three 1s and two 0s might well have been different. +""" + return answer diff --git a/src/bayes_tutorial/solutions/simulation.py b/src/bayes_tutorial/solutions/simulation.py new file mode 100644 index 0000000..9bbc238 --- /dev/null +++ b/src/bayes_tutorial/solutions/simulation.py @@ -0,0 +1,163 @@ +import matplotlib.pyplot as plt +from typing import List +import numpy as np +import scipy.stats as sts +from daft import PGM + + +def coin_flip_pgm(): + G = PGM() + G.add_node("alpha", content=r"$\alpha$", x=-1, y=1, scale=1.2, fixed=True) + G.add_node("beta", content=r"$\beta$", x=1, y=1, scale=1.2, fixed=True) + G.add_node("p", content="p", x=0, y=1, scale=1.2) + G.add_node("result", content="result", x=0, y=0, scale=1.2, observed=True) + G.add_edge("alpha", "p") + G.add_edge("beta", "p") + G.add_edge("p", "result") + G.show() + + +def coin_flip_generator_v2(alpha: float, beta: float) -> np.ndarray: + """ + Coin flip generator for a `p` that is not precisely known. + """ + if alpha < 0: + raise ValueError(f"alpha must be positive, but you passed in {alpha}") + if beta < 0: + raise ValueError(f"beta must be positive, but you passed in {beta}.") + p = sts.beta(a=alpha, b=beta).rvs(1) + result = sts.bernoulli(p=p).rvs(1) + return result + + +def generate_many_coin_flips( + n_draws: int, alpha: float, beta: float +) -> List[int]: + """ + Generate n draws from the coin flip generator. + """ + data = [coin_flip_generator_v2(alpha, beta) for _ in range(n_draws)] + return np.array(data).flatten() + + +def coin_flip_joint_loglike(data: List[int], p: float) -> float: + p_loglike = sts.beta(a=10, b=10).logpdf( + p + ) # evaluate guesses of `p` against the prior distribution + data_loglike = sts.bernoulli(p=p).logpmf(data) + + return np.sum(data_loglike) + np.sum(p_loglike) + + +def car_crash_pgm(): + G = PGM() + G.add_node("crashes", content="crashes", x=0, y=0, scale=1.5) + G.add_node("rate", content="rate", x=0, y=1, scale=1.5) + G.add_edge("rate", "crashes") + G.show() + + +def car_crash_data(): + data = [1, 5, 2, 3, 8, 4, 5] + return data + + +def car_crash_loglike(rate: float, crashes: List[int]) -> float: + """Evaluate likelihood of per-week car crash data points.""" + rate_like = np.sum(sts.expon(scale=0.5).logpdf(rate)) + crashes_like = np.sum(sts.poisson(mu=rate).logpmf(crashes)) + return rate_like + crashes_like + + +def car_crash_loglike_plot(): + data = car_crash_data() + _, ax = plt.subplots() + rates = np.arange(0, 10, 0.1) + loglike = [] + for rate in rates: + loglike.append(car_crash_loglike(rate, data)) + ax.plot(rates, loglike) + return ax + + +def korea_pgm(): + G = PGM() + G.add_node("s_mean", r"$\mu_{s}$", x=0, y=1) + G.add_node("s_scale", r"$\sigma_{s}$", x=1, y=1) + G.add_node("s_height", r"$h_s$", x=0.5, y=0) + G.add_edge("s_mean", "s_height") + G.add_edge("s_scale", "s_height") + + G.add_node("n_mean", r"$\mu_{n}$", x=2, y=1) + G.add_node("n_scale", r"$\sigma_{n}$", x=3, y=1) + G.add_node("n_height", r"$h_n$", x=2.5, y=0) + G.add_edge("n_mean", "n_height") + G.add_edge("n_scale", "n_height") + + G.show() + + +def s_korea_generator(): + s_korea_mean = sts.norm(loc=180, scale=3).rvs() + s_korea_scale = sts.expon(scale=1).rvs() + height = sts.norm(loc=s_korea_mean, scale=s_korea_scale).rvs() + return height + + +def n_korea_generator(): + n_korea_mean = sts.norm(loc=165, scale=3).rvs() + n_korea_scale = sts.expon(scale=1).rvs() + height = sts.norm(loc=n_korea_mean, scale=n_korea_scale).rvs() + return height + + +def s_korea_height_loglike( + mean: float, scale: float, heights: List[float] +) -> float: + mean_loglike = sts.norm(loc=180, scale=3).logpdf(mean) + scale_loglike = sts.expon(scale=1).logpdf(scale) + height_loglike = sts.norm(loc=mean, scale=scale).logpdf(heights) + return ( + np.sum(height_loglike) + np.sum(mean_loglike) + np.sum(scale_loglike) + ) + + +def n_korea_height_loglike( + mean: float, scale: float, heights: List[float] +) -> float: + mean_loglike = sts.norm(loc=165, scale=3).logpdf(mean) + scale_loglike = sts.expon(scale=1).logpdf(scale) + height_loglike = sts.norm(loc=mean, scale=scale).logpdf(heights) + return ( + np.sum(height_loglike) + np.sum(scale_loglike) + np.sum(mean_loglike) + ) + + +def joint_height_loglike( + s_mean: float, + s_scale: float, + n_mean: float, + n_scale: float, + s_heights: List[int], + n_heights: List[int], +) -> float: + s_korea_loglike = s_korea_height_loglike(s_mean, s_scale, s_heights) + n_korea_loglike = n_korea_height_loglike(n_mean, n_scale, n_heights) + return s_korea_loglike + n_korea_loglike + + +def korea_height_generator( + mean_loc: float, mean_scale: float, scale_loc: float +) -> float: + mean = sts.norm(loc=mean_loc, scale=mean_scale).rvs() + scale = sts.expon(loc=scale_loc).rvs() + height = sts.norm(loc=mean, scale=scale).rvs() + return height + + +def s_korea_height_data(): + return [korea_height_generator(175, 0.3, 5) for _ in range(1000)] + + +def n_korea_height_data(): + return [korea_height_generator(165, 0.2, 3) for _ in range(1000)] diff --git a/src/setup.py b/src/setup.py new file mode 100644 index 0000000..8694708 --- /dev/null +++ b/src/setup.py @@ -0,0 +1,12 @@ +"""Setup script.""" +import os +from setuptools import setup, find_packages + +setup( + # mandatory + name="bayes_tutorial", + # mandatory + version="0.1", + # mandatory + author="Eric J. Ma, Hugo Bowne-Anderson", +)